                                                                                
Enter "INPUT FILE=fn ;" (no quotes): 
  Fair-Parke Program   November 11, 2013

MAIN:  Space allowed in SPA    =  40000000
       Space allowed in LA     =   2000000
       Space allowed in DPA    =     20000
       Space allowed in LSTACK =    500000
       Space allowed in L      =      4000
SPACE FIRSTPER=1952.1 LASTPER=2022.4 MAXVAR=19800 MAXS=1689 MAXFSR=45         
   NOSMATRIX;                                                                 
MC                                                                      
Space allocations are:
 MAXVAR     =     19800
 MAXS       =      1689
 MAXCOEF    =        20
 MAXFSR     =        45
 MAXCOV     =         0
Quarterly data. FIRSTPER =  1952.1 LASTPER =  2022.4
Initial space used:
                Used          Allocated
  SPA        13106505      40000000
  LA          1359327       2000000
  DPA           19810         20000
@                                                                             
@ SPECIAL 1689 OR 1700                                                        
@ SPECIAL 1692 FOR EURO                                                       
@ 1689 for regular version, 1700 when housing price and oil shock equations   
@                                                                             
@ Note that @ at the beginning of a line means the line is a comment.         
@ When there is a @ at the beginning of a command line, this simply           
@ means that the command is not used.  You can ignore these commands.         
@                                                                             
@ The following four SETLA commands should always be used.                    
@ LA(344)=1 tells the FP program that the overall MC model is to be solved.   
@ LA(350)=1 tells the program to continue the solution even if an error is    
@ found for a particular country.                                             
@ Both LA(344) and LA(350) should always be set to 1 when working with        
@ the MC model.                                                               
@ LA(357) and LA(358) set the number of iterations to perform.                
@                                                                             
SETLA 344 1;                                                                  
LA( 344) changed from           0 TO           1
SETLA 350 1;                                                                  
LA( 350) changed from           0 TO           1
SETLA 357 10;                                                                 
LA( 357) changed from           0 TO          10
SETLA 358 10;                                                                 
LA( 358) changed from           0 TO          10
@                                                                             
@ LA(349)=3 means no nothing in SOLK (used for distribution).                 
@ LA(349) should always be set to 3.                                          
@                                                                             
SETLA 349 3;                                                                  
LA( 349) changed from           0 TO           3
@                                                                             
@ Setup commands:                                                             
@                                                                             
SETUPEST ALT2SLS;                                                             
SETUPEST options are:
MAXRHO      =    50
TOLRHO      =    0.000010000000
MAXLAD      =    20
TOLLAD      =    0.002000000000
Q           =    0.500000000000
-DIVIDET
-NOMISS
-PRINTONLY
-LOGLHS
ALT2SLS
-HANSENM
SETUPSOLVE NOMSG;                                                             
SETUPSOLVE options are:
MAXITERS =     100
MINITERS =       1
MAXCHECK =       0
TOLALL   =      0.001000000000
DAMPALL  =      1.000000000000
MAXERR   =       0
-NOMISS
-TOLALLABS
NOMSG
-DEBUGPRINT
-TESTEQS
@                                                                             
@ Read in all the data                                                        
@                                                                             
SMPL 1960.1 2022.4;                                                           
Sample period is now  1960.1 to  2022.4 Internally:    33 to   284
READDATA FILE=MC.BIN;                                                         
Data read from data set MC.BIN           for the period  1960.1 -   2022.4
SMPL 1952.1 1959.4;                                                           
Sample period is now  1952.1 to  1959.4 Internally:     1 to    32
LOADDATA FILE=MCUS.DAT;                                                       
 SMPL    1952.1   1959.4 ;                                                    
Sample period is now  1952.1 to  1959.4 Internally:     1 to    32
 LOAD CS       ;                                                              
 LOAD CN       ;                                                              
 LOAD CD       ;                                                              
 LOAD IHH      ;                                                              
 LOAD L1       ;                                                              
 LOAD L2       ;                                                              
 LOAD L3       ;                                                              
 LOAD LM       ;                                                              
 LOAD NONE9    ;                                                              
 LOAD PF       ;                                                              
 LOAD Y        ;                                                              
 LOAD IKF      ;                                                              
 LOAD JF       ;                                                              
 LOAD HF       ;                                                              
 LOAD HO       ;                                                              
 LOAD WF       ;                                                              
 LOAD MF       ;                                                              
 LOAD DF       ;                                                              
 LOAD NONE19   ;                                                              
 LOAD NONE20   ;                                                              
 LOAD NONE21   ;                                                              
 LOAD NONE22   ;                                                              
 LOAD RB       ;                                                              
 LOAD RM       ;                                                              
 LOAD CG       ;                                                              
 LOAD CUR      ;                                                              
 LOAD IM       ;                                                              
 LOAD UB       ;                                                              
 LOAD INTG     ;                                                              
 LOAD RS       ;                                                              
 LOAD PX       ;                                                              
 LOAD PEX      ;                                                              
 LOAD PD       ;                                                              
 LOAD PH       ;                                                              
 LOAD PCS      ;                                                              
 LOAD PCN      ;                                                              
 LOAD PCD      ;                                                              
 LOAD PIH      ;                                                              
 LOAD PIK      ;                                                              
 LOAD PG       ;                                                              
 LOAD PS       ;                                                              
 LOAD PIV      ;                                                              
 LOAD WH       ;                                                              
 LOAD WG       ;                                                              
 LOAD WM       ;                                                              
 LOAD WS       ;                                                              
 LOAD THG      ;                                                              
 LOAD THS      ;                                                              
 LOAD TFG      ;                                                              
 LOAD TFS      ;                                                              
 LOAD IBTG     ;                                                              
 LOAD IBTS     ;                                                              
 LOAD SIHG     ;                                                              
 LOAD SIFG     ;                                                              
 LOAD PKH      ;                                                              
 LOAD INTGR    ;                                                              
 LOAD USROW    ;                                                              
 LOAD KD       ;                                                              
 LOAD KH       ;                                                              
 LOAD X        ;                                                              
 LOAD XX       ;                                                              
 LOAD HN       ;                                                              
 LOAD V        ;                                                              
 LOAD YT       ;                                                              
 LOAD SH       ;                                                              
 LOAD AH       ;                                                              
 LOAD CCF1     ;                                                              
 LOAD PIEF     ;                                                              
 LOAD SF       ;                                                              
 LOAD AF       ;                                                              
 LOAD MB       ;                                                              
 LOAD SB       ;                                                              
 LOAD AB       ;                                                              
 LOAD SR       ;                                                              
 LOAD AR       ;                                                              
 LOAD SG       ;                                                              
 LOAD AG       ;                                                              
 LOAD SS       ;                                                              
 LOAD AS       ;                                                              
 LOAD TESTZERO ;                                                              
 LOAD M1       ;                                                              
 LOAD GDP      ;                                                              
 LOAD GDPR     ;                                                              
 LOAD GDPD     ;                                                              
 LOAD E        ;                                                              
 LOAD U        ;                                                              
 LOAD UR       ;                                                              
 LOAD ZERO1    ;                                                              
 LOAD AA       ;                                                              
 LOAD D1GM     ;                                                              
 LOAD D1SM     ;                                                              
 LOAD KK       ;                                                              
 LOAD KKMIN    ;                                                              
 LOAD JHMIN    ;                                                              
 LOAD JJ       ;                                                              
 LOAD CDH      ;                                                              
 LOAD NICD     ;                                                              
 LOAD YS       ;                                                              
 LOAD YNL      ;                                                              
 LOAD HFF      ;                                                              
 LOAD TF1      ;                                                              
 LOAD TCG      ;                                                              
 LOAD SIG      ;                                                              
 LOAD PUG      ;                                                              
 LOAD RECG     ;                                                              
 LOAD EXPG     ;                                                              
 LOAD SGP      ;                                                              
 LOAD TCS      ;                                                              
 LOAD SIS      ;                                                              
 LOAD PUS      ;                                                              
 LOAD PFA      ;                                                              
 LOAD RECS     ;                                                              
 LOAD EXPS     ;                                                              
 LOAD SSP      ;                                                              
 LOAD YD       ;                                                              
 LOAD SRZ      ;                                                              
 LOAD IVF      ;                                                              
 LOAD PROD     ;                                                              
 LOAD WR       ;                                                              
 LOAD POP      ;                                                              
 LOAD SHRPIE   ;                                                              
 LOAD PCGDPR   ;                                                              
 LOAD PCGDPD   ;                                                              
 LOAD PCM1     ;                                                              
 LOAD UBR      ;                                                              
 LOAD WA       ;                                                              
 LOAD RSA      ;                                                              
 LOAD RMA      ;                                                              
 LOAD GNP      ;                                                              
 LOAD GNPR     ;                                                              
 LOAD GNPD     ;                                                              
 LOAD PIEFRET  ;                                                              
 LOAD AG1      ;                                                              
 LOAD AG2      ;                                                              
 LOAD AG3      ;                                                              
 LOAD BO       ;                                                              
 LOAD BR       ;                                                              
 LOAD CCGQ     ;                                                              
 LOAD CCHQ     ;                                                              
 LOAD CCSQ     ;                                                              
 LOAD CDA      ;                                                              
 LOAD COG      ;                                                              
 LOAD COS      ;                                                              
 LOAD CTB      ;                                                              
 LOAD CTF1     ;                                                              
 LOAD CTGB     ;                                                              
 LOAD CTGMB    ;                                                              
 LOAD CTH      ;                                                              
 LOAD CTNN     ;                                                              
 LOAD CTR      ;                                                              
 LOAD CTS      ;                                                              
 LOAD D1G      ;                                                              
 LOAD D1S      ;                                                              
 LOAD D2G      ;                                                              
 LOAD D2S      ;                                                              
 LOAD D3G      ;                                                              
 LOAD D3S      ;                                                              
 LOAD D4G      ;                                                              
 LOAD D5G      ;                                                              
 LOAD D6G      ;                                                              
 LOAD D593     ;                                                              
 LOAD D594     ;                                                              
 LOAD D601     ;                                                              
 LOAD D691     ;                                                              
 LOAD D692     ;                                                              
 LOAD D714     ;                                                              
 LOAD D721     ;                                                              
 LOAD D794823  ;                                                              
 LOAD DBQ      ;                                                              
 LOAD DELD     ;                                                              
 LOAD DELH     ;                                                              
 LOAD DELK     ;                                                              
 LOAD ZERO4    ;                                                              
 LOAD DG       ;                                                              
 LOAD DISB     ;                                                              
 LOAD DISF     ;                                                              
 LOAD DISG     ;                                                              
 LOAD DISH     ;                                                              
 LOAD DISR     ;                                                              
 LOAD DISS     ;                                                              
 LOAD DRQ      ;                                                              
 LOAD DS       ;                                                              
 LOAD EX       ;                                                              
 LOAD FA       ;                                                              
 LOAD GSBQ     ;                                                              
 LOAD GSCA     ;                                                              
 LOAD GSMA     ;                                                              
 LOAD GSNNQ    ;                                                              
 LOAD HFS      ;                                                              
 LOAD HG       ;                                                              
 LOAD HM       ;                                                              
 LOAD HS       ;                                                              
 LOAD IGZQ     ;                                                              
 LOAD IHB      ;                                                              
 LOAD IHF      ;                                                              
 LOAD IHHA     ;                                                              
 LOAD IKB      ;                                                              
 LOAD IKG      ;                                                              
 LOAD IKH      ;                                                              
 LOAD INS      ;                                                              
 LOAD INTS     ;                                                              
 LOAD INTZQ    ;                                                              
 LOAD ISZQ     ;                                                              
 LOAD IVA      ;                                                              
 LOAD JG       ;                                                              
 LOAD JJP      ;                                                              
 LOAD JM       ;                                                              
 LOAD JS       ;                                                              
 LOAD LAM      ;                                                              
 LOAD MDIF     ;                                                              
 LOAD MGQ      ;                                                              
 LOAD MHQ      ;                                                              
 LOAD MRQ      ;                                                              
 LOAD MSQ      ;                                                              
 LOAD MUH      ;                                                              
 LOAD NNF      ;                                                              
 LOAD NNG      ;                                                              
 LOAD NNH      ;                                                              
 LOAD NNR      ;                                                              
 LOAD NNS      ;                                                              
 LOAD PIM      ;                                                              
 LOAD POP1     ;                                                              
 LOAD POP2     ;                                                              
 LOAD POP3     ;                                                              
 LOAD PSI1     ;                                                              
 LOAD PSI2     ;                                                              
 LOAD PSI3     ;                                                              
 LOAD PSI4     ;                                                              
 LOAD PSI5     ;                                                              
 LOAD PSI6     ;                                                              
 LOAD PSI7     ;                                                              
 LOAD PSI8     ;                                                              
 LOAD PSI9     ;                                                              
 LOAD PSI10    ;                                                              
 LOAD PSI11    ;                                                              
 LOAD PSI12    ;                                                              
 LOAD PSI13    ;                                                              
 LOAD PSI14    ;                                                              
 LOAD PSI15    ;                                                              
 LOAD QQ       ;                                                              
 LOAD RNTQ     ;                                                              
 LOAD SIFS     ;                                                              
 LOAD SIGG     ;                                                              
 LOAD SIHS     ;                                                              
 LOAD SISS     ;                                                              
 LOAD STAT     ;                                                              
 LOAD STATP    ;                                                              
 LOAD SUBG     ;                                                              
 LOAD SUBS     ;                                                              
 LOAD T        ;                                                              
 LOAD TAUG     ;                                                              
 LOAD TAUS     ;                                                              
 LOAD TFR      ;                                                              
 LOAD TBGQ     ;                                                              
 LOAD TBS      ;                                                              
 LOAD TFA      ;                                                              
 LOAD THETA1   ;                                                              
 LOAD THETA2   ;                                                              
 LOAD THETA3   ;                                                              
 LOAD THETA4   ;                                                              
 LOAD TRFG     ;                                                              
 LOAD TRFH     ;                                                              
 LOAD TRFR     ;                                                              
 LOAD TRFS     ;                                                              
 LOAD TRGHQ    ;                                                              
 LOAD TRGR     ;                                                              
 LOAD TRGSQ    ;                                                              
 LOAD TRHR     ;                                                              
 LOAD TRSHQ    ;                                                              
 LOAD USAFF    ;                                                              
 LOAD USOTHER  ;                                                              
 LOAD INTF     ;                                                              
 LOAD ZERO2    ;                                                              
 LOAD ZERO3    ;                                                              
 LOAD CCG      ;                                                              
 LOAD CCH      ;                                                              
 LOAD CCS      ;                                                              
 LOAD DB       ;                                                              
 LOAD DR       ;                                                              
 LOAD GSB      ;                                                              
 LOAD GSNN     ;                                                              
 LOAD IGZ      ;                                                              
 LOAD INTZ     ;                                                              
 LOAD ISZ      ;                                                              
 LOAD MG       ;                                                              
 LOAD MH       ;                                                              
 LOAD MR       ;                                                              
 LOAD MS       ;                                                              
 LOAD Q        ;                                                              
 LOAD RNT      ;                                                              
 LOAD TBG      ;                                                              
 LOAD TRGH     ;                                                              
 LOAD TRGS     ;                                                              
 LOAD TRSH     ;                                                              
 LOAD RECGZGDP ;                                                              
 LOAD EXPGZGDP ;                                                              
 LOAD SGPZGDP  ;                                                              
 LOAD AGZGDP   ;                                                              
 LOAD INTGZGDP ;                                                              
 LOAD SRZGDP   ;                                                              
 LOAD ASZGDP   ;                                                              
 LOAD PCGDPR4  ;                                                              
 LOAD PCGDPD4  ;                                                              
 LOAD USX00$   ;                                                              
 LOAD USM00$A  ;                                                              
 LOAD USPM     ;                                                              
 LOAD USPMP    ;                                                              
 LOAD USPSI2   ;                                                              
 LOAD USPW$    ;                                                              
 LOAD USA      ;                                                              
 LOAD USM      ;                                                              
 LOAD USMS     ;                                                              
 LOAD USM00$B  ;                                                              
 LOAD USPX     ;                                                              
 LOAD USS      ;                                                              
 LOAD USTT     ;                                                              
 LOAD USXS     ;                                                              
 LOAD CNST2    ;                                                              
 LOAD TB       ;                                                              
 LOAD C        ;                                                              
 LOAD ZERO     ;                                                              
 LOAD CSZ      ;                                                              
 LOAD CNZ      ;                                                              
 LOAD CDZ      ;                                                              
 LOAD IHHZ     ;                                                              
 LOAD L1Z      ;                                                              
 LOAD L2Z      ;                                                              
 LOAD L3Z      ;                                                              
 LOAD LL1Z     ;                                                              
 LOAD LL2Z     ;                                                              
 LOAD LL3Z     ;                                                              
 LOAD LMZ      ;                                                              
 LOAD LLMZ     ;                                                              
 LOAD LPF      ;                                                              
 LOAD LJF1     ;                                                              
 LOAD LHF1     ;                                                              
 LOAD LHFL1A   ;                                                              
 LOAD LHO      ;                                                              
 LOAD LWF      ;                                                              
 LOAD LWFQ     ;                                                              
 LOAD LMFZ     ;                                                              
 LOAD LY1      ;                                                              
 LOAD LHF      ;                                                              
 LOAD LXMFAZ   ;                                                              
 LOAD RB1      ;                                                              
 LOAD RS1      ;                                                              
 LOAD LCURZ    ;                                                              
 LOAD IMZ      ;                                                              
 LOAD LUB      ;                                                              
 LOAD CGZ      ;                                                              
 LOAD GAP      ;                                                              
 LOAD GAPA     ;                                                              
 LOAD GAPAM    ;                                                              
 LOAD LGAPA    ;                                                              
 LOAD XMFAZ    ;                                                              
 LOAD LXMFA    ;                                                              
 LOAD UMM      ;                                                              
 LOAD LU       ;                                                              
 LOAD LWFD5    ;                                                              
 LOAD PCM1L1A  ;                                                              
 LOAD LMFL1Q   ;                                                              
 LOAD LCURL1Q  ;                                                              
 LOAD LEXL     ;                                                              
 LOAD LY       ;                                                              
 LOAD LYZ      ;                                                              
 LOAD YDZ      ;                                                              
 LOAD AAZ      ;                                                              
 LOAD YNLZ     ;                                                              
 LOAD LYNLZ    ;                                                              
 LOAD KHZ      ;                                                              
 LOAD KDZ      ;                                                              
 LOAD LPIM     ;                                                              
 LOAD LPIMZ    ;                                                              
 LOAD LYDZ     ;                                                              
 LOAD RSB      ;                                                              
 LOAD EXKK     ;                                                              
 LOAD RBA      ;                                                              
 LOAD PCPD     ;                                                              
 LOAD PCPD4    ;                                                              
 LOAD PCPD8    ;                                                              
 LOAD RBA4     ;                                                              
 LOAD Y1       ;                                                              
 LOAD COGS     ;                                                              
 LOAD LCOGSZ   ;                                                              
 LOAD JHGSZ    ;                                                              
 LOAD LJHGSZ   ;                                                              
 LOAD TRGSZ    ;                                                              
 LOAD LTRGSZ   ;                                                              
 LOAD ODHM     ;                                                              
 LOAD LODHM    ;                                                              
 LOAD EXL      ;                                                              
 LOAD LEX      ;                                                              
 LOAD LEXZ     ;                                                              
 LOAD TFGS     ;                                                              
 LOAD LCSZ     ;                                                              
 LOAD LAAZ     ;                                                              
 LOAD LCNZ     ;                                                              
 LOAD LCNZ1    ;                                                              
 LOAD LCDZ     ;                                                              
 LOAD LKHZ     ;                                                              
 LOAD LIHHZ    ;                                                              
 LOAD LV       ;                                                              
 LOAD LVZ      ;                                                              
 LOAD LEXKK    ;                                                              
 LOAD LIMZ     ;                                                              
 LOAD LXXXZ    ;                                                              
 LOAD WAZPH    ;                                                              
 LOAD LWAZPH   ;                                                              
 LOAD LKDZ     ;                                                              
 LOAD LDF      ;                                                              
 LOAD LDF1     ;                                                              
 LOAD LPFZPIM  ;                                                              
 LOAD LWFZPF   ;                                                              
 LOAD LWFQZPF  ;                                                              
 LOAD RBMRSL2  ;                                                              
 LOAD RSMRSL2  ;                                                              
 LOAD RSLMRSL2 ;                                                              
 LOAD RMMRSL2  ;                                                              
 LOAD RBLMRSL2 ;                                                              
 LOAD RMLMRSL2 ;                                                              
 LOAD RMACDZ   ;                                                              
 LOAD RMALIHHZ ;                                                              
 LOAD LKK      ;                                                              
 LOAD LPH      ;                                                              
 LOAD UR1      ;                                                              
 LOAD PIEFA    ;                                                              
 LOAD PIEFAMM  ;                                                              
 LOAD LPIEFAZ  ;                                                              
 LOAD TPIEM    ;                                                              
 LOAD TPIEM1   ;                                                              
 LOAD TPIEM1Z  ;                                                              
 LOAD AAF      ;                                                              
 LOAD AAG      ;                                                              
 LOAD INTFZ    ;                                                              
 LOAD INTGZ    ;                                                              
 LOAD RQF      ;                                                              
 LOAD RQG      ;                                                              
 LOAD LX       ;                                                              
 LOAD CGZ3     ;                                                              
 LOAD LKK1     ;                                                              
 LOAD DKDZCDL1 ;                                                              
 LOAD CDZ1     ;                                                              
 LOAD DKHZIHL1 ;                                                              
 LOAD IHHZ1    ;                                                              
 LOAD SGPPRIM  ;                                                              
 LOAD PRIMZGDP ;                                                              
 LOAD USEXDS   ;                                                              
 LOAD USIMDS   ;                                                              
 LOAD DEL3     ;                                                              
 LOAD DEL4     ;                                                              
 LOAD LPXA     ;                                                              
 LOAD LPXB     ;                                                              
 LOAD USC      ;                                                              
 LOAD USI      ;                                                              
 LOAD USV1PCT  ;                                                              
 LOAD USSPCT   ;                                                              
 LOAD DD1      ;                                                              
 LOAD DD2      ;                                                              
 LOAD DD3      ;                                                              
 LOAD T1       ;                                                              
 LOAD T2       ;                                                              
 LOAD CNST1    ;                                                              
 LOAD TA       ;                                                              
 LOAD BETA1    ;                                                              
 LOAD BETA2    ;                                                              
 LOAD DELTA1   ;                                                              
 LOAD LWFQZ    ;                                                              
 LOAD LPFZ     ;                                                              
 END;                                                                         
@                                                                             
@ Data for FP example                                                         
@                                                                             
@SMPL 1952.1 2013.3;                                                          
@CREATE C=CS+CN+CD;                                                           
@CREATE I=IHH+IKF+IKH+IKB+IKG+IHF+IHB;                                        
@CREATE Y=GDPR;                                                               
@CREATE R=RS;                                                                 
@CREATE G=Y-C-I;                                                              
@PRINTVAR C I Y G R FILEOUT=IS.DAT LOADFORMAT;                                
@QUIT;                                                                        
@                                                                             
@ No estimation                                                               
@                                                                             
@READCOEF FILE=MC.COF;                                                        
@                                                                             
@ Set up the model                                                            
@                                                                             
SMPL 1952.1 2022.4;                                                           
Sample period is now  1952.1 to  2022.4 Internally:     1 to   284
GENR EUEURS=EU1*EURS+(1-EU1)*GEGERS;                                          
GENR EUEURB=EU1*EURB+(1-EU1)*GEGERB;                                          
GENR USRS=RS;                                                                 
GENR USPY=GDPD;                                                               
GENR USY=Y;                                                                   
GENR USYS=YS;                                                                 
GENR USPOP=POP;                                                               
GENR GEGERSN=(GEGERS+GEGERS(1)+GEGERS(2)+GEGERS(3))/4;                        
GENR GEGEPYN=(GEGEPY+GEGEPY(1)+GEGEPY(2)+GEGEPY(3))/4;                        
GENR GEGEYN=GEGEY+GEGEY(1)+GEGEY(2)+GEGEY(3);                                 
GENR GEGEYSN=GEGEYS+GEGEYS(1)+GEGEYS(2)+GEGEYS(3);                            
GENR GEGEPOPN=(GEGEPOP+GEGEPOP(1)+GEGEPOP(2)+GEGEPOP(3))/4;                   
GENR GEGEEN=(GEGEE+GEGEE(1)+GEGEE(2)+GEGEE(3))/4;                             
GENR EUEURSN=(EUEURS+EUEURS(1)+EUEURS(2)+EUEURS(3))/4;                        
GENR EUEURBN=(EUEURB+EUEURB(1)+EUEURB(2)+EUEURB(3))/4;                        
GENR USRSN=(USRS+USRS(1)+USRS(2)+USRS(3))/4;                                  
GENR USPYN=(USPY+USPY(1)+USPY(2)+USPY(3))/4;                                  
GENR USYN=USY+USY(1)+USY(2)+USY(3);                                           
GENR USYSN=USYS+USYS(1)+USYS(2)+USYS(3);                                      
GENR USPOPN=(USPOP+USPOP(1)+USPOP(2)+USPOP(3))/4;                             
@                                                                             
GENR CSZ=CS/POP   ;                                                           
GENR CNZ=CN/POP   ;                                                           
GENR CDZ=CD/POP   ;                                                           
GENR IHHZ=IHH/POP ;                                                           
GENR L1Z=L1/POP1  ;                                                           
GENR L2Z=L2/POP2  ;                                                           
GENR L3Z=L3/POP3  ;                                                           
GENR LL1Z=LOG(L1Z);                                                           
GENR LL2Z=LOG(L2Z);                                                           
GENR LL3Z=LOG(L3Z);                                                           
GENR LMZ=LM/POP   ;                                                           
GENR LLMZ=LOG(LMZ);                                                           
GENR LPF=LOG(PF)       ;                                                      
GENR LJF1=LOG(JF/JF(-1)) ;                                                    
GENR LHF1=LOG(HF/HF(-1)) ;                                                    
GENR LHFL1A=LOG(HF(-1)/HFS(-1));                                              
GENR LHO=LOG(HO)         ;                                                    
GENR LWF=LOG(WF)         ;                                                    
GENR LWFQ=LOG(WF)-LOG(LAM);                                                   
GENR LMFZ=LOG(MF/PF)     ;                                                    
GENR LY1=LOG(Y/Y(-1))    ;                                                    
GENR LHF=LOG(HF)         ;                                                    
GENR LXMFAZ=LOG((X-FA)/POP)      ;                                            
GENR RB1=RB-RB(-1)       ;                                                    
GENR RS1=RS-RS(-1);                                                           
GENR LCURZ=LOG(CUR/(POP*PF)) ;                                                
GENR IMZ=IM/POP          ;                                                    
GENR LUB=LOG(UB)         ;                                                    
@ SPECIAL MCPOST (for some), MCNEWE, MCPROG, MCCRIS, MCCRI2                   
@GENR CGZ=CG/(PX(-1)*YS(-1));                                                 
GENR GAP=(YS-Y)/YS;                                                           
GENR GAPA=(YS-Y)/YS+.04;                                                      
GENR GAPAM=(ABS(GAPA-.00001)+GAPA-.00001)/2+.00001;                           
GENR LGAPA=LOG(GAPAM);                                                        
GENR XMFAZ=(X-FA)/POP            ;                                            
GENR LXMFA=LOG(X-FA)           ;                                              
GENR UMM=(ABS(U-1.0)+U-1.0)/2 + 1.0;                                          
GENR LU=LOG(UMM);                                                             
GENR LWFD5=LOG(WF*(1+D5G)) - LOG(LAM);                                        
GENR PCM1L1A=D794823*PCM1(-1) ;                                               
GENR LMFL1Q=LOG(MF(-1)/PF)           ;                                        
GENR LCURL1Q=LOG(CUR(-1)/(POP(-1)*PF)) ;                                      
GENR LEXL=LOG(JF/(JHMIN/HFS))   ;                                             
GENR LY=LOG(Y)            ;                                                   
GENR LYZ=LOG(Y/POP);                                                          
GENR YDZ=YD/(POP*PH)      ;                                                   
GENR AAZ=AA/POP           ;                                                   
GENR YNLZ=YNL/(POP*PH);                                                       
GENR LYNLZ=LOG(YNLZ);                                                         
GENR KHZ=KH/POP           ;                                                   
GENR KDZ=KD/POP;                                                              
GENR LPIM=LOG(PIM)        ;                                                   
GENR LPIMZ=LOG(PIM/PF);                                                       
GENR LYDZ=LOG(YD/(POP*PH)) ;                                                  
GENR RSB=RS*(1-D2G-D2S)    ;                                                  
GENR EXKK=KK-KKMIN         ;                                                  
GENR RBA=RB*(1-D2G-D2S)        ;                                              
GENR PCPD=100*((PD/PD(-1))**4-1) ;                                            
GENR PCPD4=100*(PD/PD(-4)-1);                                                 
GENR PCPD8=100*((PD/PD(-8))**.5-1);                                           
GENR RBA4=RBA-PCPD4;                                                          
GENR Y1=Y-Y(-1)            ;                                                  
GENR COGS=COG+COS         ;                                                   
GENR LCOGSZ=LOG(COGS/POP)       ;                                             
GENR JHGSZ=(JG*HG+JM*HM+JS*HS)/POP ;                                          
GENR LJHGSZ=LOG(JHGSZ)              ;                                         
GENR TRGSZ=(TRGH+TRSH)/(POP*PH(-1)) ;                                         
GENR LTRGSZ=LOG(TRGSZ)         ;                                              
GENR ODHM=1-D1GM-D1SM-D4G  ;                                                  
GENR LODHM=LOG(ODHM)           ;                                              
GENR EXL=JF-JHMIN/HFS             ;                                           
GENR LEX=LOG(EX)               ;                                              
GENR LEXZ=LOG(EX/POP);                                                        
GENR TFGS=TFG+TFS              ;                                              
GENR LCSZ=LOG(CSZ)             ;                                              
GENR LAAZ=LOG(AAZ)             ;                                              
GENR LCNZ=LOG(CNZ)             ;                                              
GENR LCNZ1=LCNZ-LCNZ(-1);                                                     
GENR LCDZ=LOG(CDZ)             ;                                              
GENR LKHZ=LOG(KHZ)             ;                                              
GENR LIHHZ=LOG(IHHZ)           ;                                              
GENR LV=LOG(V)                 ;                                              
GENR LVZ=LOG(V/X);                                                            
GENR LEXKK=LOG(KK/KKMIN)       ;                                              
GENR LIMZ=LOG(IMZ)             ;                                              
GENR LXXXZ=LOG((CS+CN+CD+IHH+IKF+IKH+IKB+IHF+IHB)/POP);                       
GENR WAZPH=WA/PH;                                                             
GENR LWAZPH=LOG(WAZPH);                                                       
GENR LKDZ=LOG(KDZ);                                                           
GENR LDF=LOG(DF);                                                             
GENR LDF1=LOG(DF/DF(-1));                                                     
GENR LPFZPIM=LOG(PF/PIM);                                                     
GENR LWFZPF=LWF-LPF;                                                          
GENR LWFQZPF=LWFQ-LPF;                                                        
GENR RBMRSL2=RB-RS(-2);                                                       
GENR RSMRSL2=RS-RS(-2);                                                       
GENR RSLMRSL2=RS(-1)-RS(-2);                                                  
GENR RMMRSL2=RM-RS(-2);                                                       
GENR RBLMRSL2=RB(-1)-RS(-2);                                                  
GENR RMLMRSL2=RM(-1)-RS(-2);                                                  
GENR RMACDZ=RMA*CDA;                                                          
GENR RMALIHHZ=RMA(-1)*IHHA;                                                   
GENR LKK=LOG(KK);                                                             
GENR LPH=LOG(PH);                                                             
GENR UR1=UR-UR(-1);                                                           
GENR PIEFA=PIEF-TFG-TFS-TFR  ;                                                
GENR PIEFAMM=(ABS(PIEFA-4.)+PIEFA-4.)/2+4.;                                   
GENR LPIEFAZ=LOG(PIEFAMM/DF(-1));                                             
GENR TPIEM=PIEF-TFG-TFS-TFR;                                                  
GENR TPIEM1=TPIEM-TPIEM(-1);                                                  
GENR TPIEM1Z=TPIEM1/(PX(-1)*YS(-1));                                          
GENR AAF=-AF;                                                                 
GENR AAG=-(AG-200);                                                           
GENR INTFZ=INTF/AAF;                                                          
GENR INTGZ=INTG/AAG;                                                          
GENR RQF=(.4*(RS/400)+.6*(1/8)*(1/400)*(RB                                    
 +RB(-1)+RB(-2)+RB(-3)+RB(-4)+RB(-5)+RB(-6)+RB(-7)));                         
GENR RQG=(.4*(RS/400)+.75*.6*(1/8)*(1/400)*(RB                                
 +RB(-1)+RB(-2)+RB(-3)+RB(-4)+RB(-5)+RB(-6)+RB(-7)));                         
GENR LX=LOG(X);                                                               
GENR CGZ3=(CG+CG(-1)+CG(-2))/(PX*YS+PX(-1)*YS(-1)+PX(-2)*YS(-2));             
GENR LKK1=LKK-LKK(-1);                                                        
GENR DKDZCDL1=(DELD*KD(-1)-CD(-1))/POP(-1);                                   
GENR CDZ1=CDZ-CDZ(-1);                                                        
GENR DKHZIHL1=(DELH*KH(-1)-IHH(-1))/POP(-1);                                  
GENR IHHZ1=IHHZ-IHHZ(-1);                                                     
@                                                                             
GENR CCG=CCGQ*GDPD;                                                           
GENR CCH=CCHQ*GDPD;                                                           
GENR CCS=CCSQ*GDPD;                                                           
GENR DB=DBQ*GDPD;                                                             
GENR DR=DRQ*GDPD;                                                             
GENR GSB=GSBQ*GDPD;                                                           
GENR GSNN=GSNNQ*GDPD;                                                         
GENR IGZ=IGZQ*GDPD;                                                           
GENR INTZ=INTZQ*GDPD;                                                         
GENR ISZ=ISZQ*GDPD;                                                           
GENR MG=MGQ*GDPD;                                                             
GENR MH=MHQ*GDPD;                                                             
GENR MR=MRQ*GDPD;                                                             
GENR MS=MSQ*GDPD;                                                             
GENR Q=QQ*GDPD;                                                               
GENR RNT=RNTQ*GDPD;                                                           
GENR TBG=TBGQ*GDPD;                                                           
GENR TRGH=TRGHQ*GDPD;                                                         
GENR TRGS=TRGSQ*GDPD;                                                         
GENR TRSH=TRSHQ*GDPD;                                                         
GENR RECGZGDP=RECG/GDP;                                                       
GENR EXPGZGDP=EXPG/GDP;                                                       
GENR SGPZGDP=-SGP/GDP;                                                        
GENR AGZGDP=-AG/(4*GDP);                                                      
GENR INTGZGDP=INTG/GDP;                                                       
GENR SRZGDP=SR/GDP;                                                           
GENR ASZGDP=-AS/(4*GDP);                                                      
GENR PCGDPR4=100*((GDPR/GDPR(-4))**1-1)    ;                                  
GENR PCGDPD4=100*((GDPD/GDPD(-4))**1-1)    ;                                  
@                                                                             
@ Special to MC model                                                         
@                                                                             
GENR LPX=LOG(USPX);                                                           
GENR LUSPW$=LOG(USPW$);                                                       
@                                                                             
@ End of special to MC model                                                  
@                                                                             
@ For equation 16                                                             
@                                                                             
GENR LWFQZ=LWFQ-DELTA1*LPF(-1);                                               
GENR LPFZ=LPF-DELTA1*LPF(-1);                                                 
@                                                                             
@ End of for equation 16                                                      
@                                                                             
EQ   1 LCSZ CNST2 C AG1 AG2 AG3 LCSZ(-1) LYDZ RSA LAAZ(-1)                    
 FSR CNST2 C AG1 AG2 AG3 LCSZ(-1) LAAZ(-1) T LYDZ(-1) RSA(-1)                 
 LODHM(-1) LIMZ(-1) LJHGSZ LPIMZ(-1) LYNLZ(-1) PCPD(-1)                       
 LCOGSZ LTRGSZ RS(-2) RB(-1) LYZ(-1) LVZ(-1) UR(-1)                           
 LYDZ ;                                                                       
EQUATION 1  LCSZ  
   RHS     CNST2  C  AG1  AG2  AG3  LCSZ(-1)  LYDZ  RSA  LAAZ(-1)  
   FSR     CNST2  C  AG1  AG2  AG3  LCSZ(-1)  LAAZ(-1)  T  
   FSR     LYDZ(-1)  RSA(-1)  LODHM(-1)  LIMZ(-1)  LJHGSZ  
   FSR     LPIMZ(-1)  LYNLZ(-1)  PCPD(-1)  LCOGSZ  LTRGSZ  
   FSR     RS(-2)  RB(-1)  LYZ(-1)  LVZ(-1)  UR(-1)  LYDZ  
LHS CS=EXP(LCSZ)*POP;                                                         
EQ   2 LCNZ CNST2 C AG1 AG2 AG3 LCNZ(-1) LCNZ1(-1) LAAZ(-1) LYDZ RMA          
 FSR CNST2 C AG1 AG2 AG3 LCNZ(-1) LCNZ1(-1) LAAZ(-1) LYDZ(-1) RMA(-1)         
 LCOGSZ LEXZ(-1) LODHM(-1) LIMZ(-1)                                           
 LTRGSZ LJHGSZ LYNLZ(-1) LPIMZ(-1) PCPD(-1) UR(-1) LVZ(-1) RS(-1) RS(-2)      
 T ;                                                                          
EQUATION 2  LCNZ  
   RHS     CNST2  C  AG1  AG2  AG3  LCNZ(-1)  LCNZ1(-1)  LAAZ(-1)  
   RHS     LYDZ  RMA  
   FSR     CNST2  C  AG1  AG2  AG3  LCNZ(-1)  LCNZ1(-1)  LAAZ(-1)  
   FSR     LYDZ(-1)  RMA(-1)  LCOGSZ  LEXZ(-1)  LODHM(-1)  
   FSR     LIMZ(-1)  LTRGSZ  LJHGSZ  LYNLZ(-1)  LPIMZ(-1)  
   FSR     PCPD(-1)  UR(-1)  LVZ(-1)  RS(-1)  RS(-2)  T  
LHS CN=EXP(LCNZ)*POP;                                                         
EQ   3 CDZ1 CNST2 C AG1 AG2 AG3 DKDZCDL1 KDZ(-1) YDZ RMACDZ AAZ(-1)           
 FSR CNST2 C AG1 AG2 AG3 KDZ(-1) AAZ(-1) YDZ(-1) RMACDZ(-1)                   
 LCOGSZ LEXZ(-1) LODHM(-1) LYZ(-1) LVZ(-1) LIMZ(-1)                           
 LTRGSZ LYNLZ(-1) LPIMZ(-1)                                                   
 DKDZCDL1                                                                     
 T ;                                                                          
EQUATION 3  CDZ1  
   RHS     CNST2  C  AG1  AG2  AG3  DKDZCDL1  KDZ(-1)  YDZ  
   RHS     RMACDZ  AAZ(-1)  
   FSR     CNST2  C  AG1  AG2  AG3  KDZ(-1)  AAZ(-1)  YDZ(-1)  
   FSR     RMACDZ(-1)  LCOGSZ  LEXZ(-1)  LODHM(-1)  LYZ(-1)  
   FSR     LVZ(-1)  LIMZ(-1)  LTRGSZ  LYNLZ(-1)  LPIMZ(-1)  
   FSR     DKDZCDL1  T  
LHS CD=(CDZ1+CD(-1)/POP(-1))*POP;                                             
EQ   4 IHHZ1 CNST2 C DKHZIHL1 KHZ(-1) YDZ RMALIHHZ RHO=2                      
 FSR CNST2 CNST2(-1) CNST2(-2) C KHZ(-1) RMALIHHZ YDZ(-1)                     
 KHZ(-2) KHZ(-3) RMALIHHZ(-1) RMALIHHZ(-2) YDZ(-2)                            
 LCOGSZ LJHGSZ LTRGSZ LEXZ(-1) LODHM(-1) LYNLZ(-1) PCPD(-1)                   
 LIMZ(-1)                                                                     
 DKHZIHL1 DKHZIHL1(-1) DKHZIHL1(-2) IHHZ1(-1) IHHZ1(-2)                       
;                                                                             
EQUATION 4  IHHZ1  RHO=2  
   RHS     CNST2  C  DKHZIHL1  KHZ(-1)  YDZ  RMALIHHZ  
   FSR     CNST2  CNST2(-1)  CNST2(-2)  C  KHZ(-1)  RMALIHHZ  
   FSR     YDZ(-1)  KHZ(-2)  KHZ(-3)  RMALIHHZ(-1)  RMALIHHZ(-2)  
   FSR     YDZ(-2)  LCOGSZ  LJHGSZ  LTRGSZ  LEXZ(-1)  LODHM(-1)  
   FSR     LYNLZ(-1)  PCPD(-1)  LIMZ(-1)  DKHZIHL1  DKHZIHL1(-1)  
   FSR     DKHZIHL1(-2)  IHHZ1(-1)  IHHZ1(-2)  
LHS IHH=(IHHZ1+IHH(-1)/POP(-1))*POP;                                          
EQ   5 LL1Z C LL1Z(-1) LAAZ(-1) UR                                            
 FSR C LL1Z(-1) LAAZ(-1) UR(-1)                                               
 LCOGSZ LJHGSZ LPIMZ(-1) LYNLZ(-1) LYZ(-1) LVZ(-1) PCPD(-1)                   
 LODHM(-1) LIMZ(-1)                                                           
 T ;                                                                          
EQUATION 5  LL1Z  
   RHS     C  LL1Z(-1)  LAAZ(-1)  UR  
   FSR     C  LL1Z(-1)  LAAZ(-1)  UR(-1)  LCOGSZ  LJHGSZ  LPIMZ(-1)  
   FSR     LYNLZ(-1)  LYZ(-1)  LVZ(-1)  PCPD(-1)  LODHM(-1)  
   FSR     LIMZ(-1)  T  
LHS L1=EXP(LL1Z)*POP1;                                                        
EQ   6 LL2Z C LL2Z(-1) LWAZPH LAAZ(-1)                                        
 FSR C LAAZ(-1) LWAZPH(-1) T ;                                                
EQUATION 6  LL2Z  
   RHS     C  LL2Z(-1)  LWAZPH  LAAZ(-1)  
   FSR     C  LAAZ(-1)  LWAZPH(-1)  T  
LHS L2=EXP(LL2Z)*POP2;                                                        
EQ   7 LL3Z C LL3Z(-1) LWAZPH LAAZ(-1) UR                                     
 FSR C LL3Z(-1) LAAZ(-1) LWAZPH(-1) UR(-1)                                    
 LJHGSZ LTRGSZ LEXZ(-1) LIMZ(-1) LODHM(-1) LPIMZ(-1) PCPD(-1) LYZ(-1) T ;     
EQUATION 7  LL3Z  
   RHS     C  LL3Z(-1)  LWAZPH  LAAZ(-1)  UR  
   FSR     C  LL3Z(-1)  LAAZ(-1)  LWAZPH(-1)  UR(-1)  LJHGSZ  
   FSR     LTRGSZ  LEXZ(-1)  LIMZ(-1)  LODHM(-1)  LPIMZ(-1)  
   FSR     PCPD(-1)  LYZ(-1)  T  
LHS L3=EXP(LL3Z)*POP3;                                                        
EQ   8 LLMZ C LLMZ(-1) LWAZPH UR                                              
 FSR C LLMZ(-1) LWAZPH(-1)  UR(-1)                                            
 LJHGSZ LPIMZ(-1) PCPD(-1) RS(-1) RS(-2) RB(-1)                               
 LCOGSZ LTRGSZ LODHM(-1) LYNLZ(-1) LAAZ(-1) LEXZ(-1) LIMZ(-1) LYZ(-1) LVZ(-1) 
 T ;                                                                          
EQUATION 8  LLMZ  
   RHS     C  LLMZ(-1)  LWAZPH  UR  
   FSR     C  LLMZ(-1)  LWAZPH(-1)  UR(-1)  LJHGSZ  LPIMZ(-1)  
   FSR     PCPD(-1)  RS(-1)  RS(-2)  RB(-1)  LCOGSZ  LTRGSZ  
   FSR     LODHM(-1)  LYNLZ(-1)  LAAZ(-1)  LEXZ(-1)  LIMZ(-1)  
   FSR     LYZ(-1)  LVZ(-1)  T  
LHS LM=EXP(LLMZ)*POP;                                                         
EQ   9 NONE9 C;                                                               
EQUATION 9  NONE9  
   RHS     C  
COEF;                                                                         
COEF(   1,   9) =       1.00000000
EQ  10  LPF LPF(-1) LWFD5 CNST2 TB C T LPIM UR                                
 FSR LPF(-1) LWFD5(-1) CNST2 TB C T LPIMZ(-1) UR(-1)                          
 LCOGSZ LEXZ(-1) LIMZ(-1) LODHM(-1) LYNLZ(-1)                                 
 LTRGSZ LAAZ(-1) LYZ(-1)                                                      
;                                                                             
EQUATION 10  LPF  
   RHS     LPF(-1)  LWFD5  CNST2  TB  C  T  LPIM  UR  
   FSR     LPF(-1)  LWFD5(-1)  CNST2  TB  C  T  LPIMZ(-1)  
   FSR     UR(-1)  LCOGSZ  LEXZ(-1)  LIMZ(-1)  LODHM(-1)  LYNLZ(-1)  
   FSR     LTRGSZ  LAAZ(-1)  LYZ(-1)  
LHS PF=EXP(LPF);                                                              
EQ  11  LY C LY(-1) LX LV(-1) D593 D594 D601 RHO=3                            
 FSR C LY(-1) LV(-1) LY(-2) LY(-3) LY(-4) LV(-2) LV(-3) LV(-4)                
 D593 D594 D601 D601(-1) D601(-2) D601(-3)                                    
 T LCOGSZ LTRGSZ LEXZ(-1) LIMZ(-1) LODHM(-1) LPIMZ(-1) LYNLZ(-1) UR(-1)       
 RS(-1) RB(-1)                                                                
 PCPD(-1);                                                                    
EQUATION 11  LY  RHO=3  
   RHS     C  LY(-1)  LX  LV(-1)  D593  D594  D601  
   FSR     C  LY(-1)  LV(-1)  LY(-2)  LY(-3)  LY(-4)  LV(-2)  
   FSR     LV(-3)  LV(-4)  D593  D594  D601  D601(-1)  D601(-2)  
   FSR     D601(-3)  T  LCOGSZ  LTRGSZ  LEXZ(-1)  LIMZ(-1)  
   FSR     LODHM(-1)  LPIMZ(-1)  LYNLZ(-1)  UR(-1)  RS(-1)  
   FSR     RB(-1)  PCPD(-1)  
LHS Y=EXP(LY);                                                                
EQ  12 LKK1 CNST2 C LEXKK(-1) LKK1(-1) LY1 LY1(-1) LY1(-2) LY1(-3) LY1(-4)    
 RBA4(-2) CGZ3(-2)                                                            
 FSR CNST2 C LKK(-1) LKK(-2) LY(-1) LY(-2) LY(-3) LY(-4) LY(-5)               
 LJHGSZ LTRGSZ LODHM(-1) LYNLZ(-1) UR(-1)                                     
 LEXZ(-1) LAAZ(-1) RBA4(-2) CGZ3(-2) LEXKK(-1)                                
 T ;                                                                          
EQUATION 12  LKK1  
   RHS     CNST2  C  LEXKK(-1)  LKK1(-1)  LY1  LY1(-1)  LY1(-2)  
   RHS     LY1(-3)  LY1(-4)  RBA4(-2)  CGZ3(-2)  
   FSR     CNST2  C  LKK(-1)  LKK(-2)  LY(-1)  LY(-2)  LY(-3)  
   FSR     LY(-4)  LY(-5)  LJHGSZ  LTRGSZ  LODHM(-1)  LYNLZ(-1)  
   FSR     UR(-1)  LEXZ(-1)  LAAZ(-1)  RBA4(-2)  CGZ3(-2)  
   FSR     LEXKK(-1)  T  
LHS KK=EXP(LKK1)*KK(-1);                                                      
EQ  13  LJF1 C LEXL(-1) LJF1(-1) LY1 D593                                     
 FSR C LEXL(-1) LJF1(-1) LY1(-1) D593                                         
 LCOGSZ LJHGSZ LEXZ(-1) LIMZ(-1) LODHM(-1) PCPD(-1) UR(-1) LYZ(-1) LVZ(-1)    
 RS(-1) RS(-2) RB(-1)                                                         
 LTRGSZ LYNLZ(-1) LAAZ(-1) LPIMZ(-1)                                          
 T ;                                                                          
EQUATION 13  LJF1  
   RHS     C  LEXL(-1)  LJF1(-1)  LY1  D593  
   FSR     C  LEXL(-1)  LJF1(-1)  LY1(-1)  D593  LCOGSZ  LJHGSZ  
   FSR     LEXZ(-1)  LIMZ(-1)  LODHM(-1)  PCPD(-1)  UR(-1)  
   FSR     LYZ(-1)  LVZ(-1)  RS(-1)  RS(-2)  RB(-1)  LTRGSZ  
   FSR     LYNLZ(-1)  LAAZ(-1)  LPIMZ(-1)  T  
LHS JF=EXP(LJF1)*JF(-1);                                                      
EQ  14  LHF1 C LHFL1A LEXL(-1) LY1 T                                          
 FSR C LHFL1A LEXL(-1) LY1(-1) T                                              
 LJHGSZ PCPD(-1) UR(-1) RS(-1) RS(-2)                                         
 LPIMZ(-1) ;                                                                  
EQUATION 14  LHF1  
   RHS     C  LHFL1A  LEXL(-1)  LY1  T  
   FSR     C  LHFL1A  LEXL(-1)  LY1(-1)  T  LJHGSZ  PCPD(-1)  
   FSR     UR(-1)  RS(-1)  RS(-2)  LPIMZ(-1)  
LHS HF=EXP(LHF1)*HF(-1);                                                      
EQ  15  LHO C HFF HFF(-1) RHO=1;                                              
EQUATION 15  LHO  RHO=1  
   RHS     C  HFF  HFF(-1)  
LHS HO=EXP(LHO);                                                              
EQ  16  LWFQZ LWFQZPF(-1) LPFZ C T                                            
 FSR LWFQZPF(-1) LPFZ(-1) C T                                                 
 LCOGSZ LJHGSZ LTRGSZ LEXZ(-1) LODHM(-1) LYNLZ(-1) UR(-1)                     
 LYZ(-1) LVZ(-1) LPIMZ(-1) RS(-1) RS(-2) RB(-1);                              
EQUATION 16  LWFQZ  
   RHS     LWFQZPF(-1)  LPFZ  C  T  
   FSR     LWFQZPF(-1)  LPFZ(-1)  C  T  LCOGSZ  LJHGSZ  LTRGSZ  
   FSR     LEXZ(-1)  LODHM(-1)  LYNLZ(-1)  UR(-1)  LYZ(-1)  
   FSR     LVZ(-1)  LPIMZ(-1)  RS(-1)  RS(-2)  RB(-1)  
LHS WF=EXP(LWFQZ+DELTA1*LPF(-1))*LAM;                                         
EQ  17  LMFZ C LMFL1Q LXMFA  RSB                                              
 FSR C LMFZ(-1) LXMFA(-1) RSB(-1)                                             
 T LCOGSZ LJHGSZ LEXZ(-1) LIMZ(-1) LODHM(-1) LPIMZ(-1) LYNLZ(-1) PCPD(-1)     
 UR(-1) LYZ(-1) LVZ(-1)                                                       
 RS(-2) RB(-1) ;                                                              
EQUATION 17  LMFZ  
   RHS     C  LMFL1Q  LXMFA  RSB  
   FSR     C  LMFZ(-1)  LXMFA(-1)  RSB(-1)  T  LCOGSZ  LJHGSZ  
   FSR     LEXZ(-1)  LIMZ(-1)  LODHM(-1)  LPIMZ(-1)  LYNLZ(-1)  
   FSR     PCPD(-1)  UR(-1)  LYZ(-1)  LVZ(-1)  RS(-2)  RB(-1)  
LHS MF=EXP(LMFZ)*PF;                                                          
EQ  18  LDF1 LPIEFAZ                                                          
 FSR LPIEFAZ(-1) C                                                            
 LJHGSZ PCPD(-1) UR(-1) RS(-1) RS(-2)                                         
 LPIMZ(-1)                                                                    
 T ;                                                                          
EQUATION 18  LDF1  
   RHS     LPIEFAZ  
   FSR     LPIEFAZ(-1)  C  LJHGSZ  PCPD(-1)  UR(-1)  RS(-1)  
   FSR     RS(-2)  LPIMZ(-1)  T  
LHS DF=EXP(LDF1)*DF(-1);                                                      
EQ  19  NONE19 C;                                                             
EQUATION 19  NONE19  
   RHS     C  
COEF;                                                                         
ERROR IN RD9: INCORRECT ENTRY
EQ  20  NONE20 C;                                                             
EQUATION 20  NONE20  
   RHS     C  
COEF;                                                                         
COEF(   1,  20) =       1.00000000
EQ  21  NONE21 C;                                                             
EQUATION 21  NONE21  
   RHS     C  
COEF;                                                                         
COEF(   1,  21) =       1.00000000
EQ  22  NONE22 C;                                                             
EQUATION 22  NONE22  
   RHS     C  
COEF;                                                                         
COEF(   1,  22) =       1.00000000
EQ  23  RBMRSL2 C RBLMRSL2 RSMRSL2 RSLMRSL2 RHO=1                             
 FSR C RB(-1) RB(-2) RS(-1) RS(-2) RS(-3)                                     
 LCOGSZ LJHGSZ LTRGSZ LEXZ(-1) LIMZ(-1) LODHM(-1) LPIMZ(-1) LYNLZ(-1)         
 PCPD(-1) UR(-1) LYZ(-1) LVZ(-1)                                              
 LAAZ(-1) T;                                                                  
EQUATION 23  RBMRSL2  RHO=1  
   RHS     C  RBLMRSL2  RSMRSL2  RSLMRSL2  
   FSR     C  RB(-1)  RB(-2)  RS(-1)  RS(-2)  RS(-3)  LCOGSZ  
   FSR     LJHGSZ  LTRGSZ  LEXZ(-1)  LIMZ(-1)  LODHM(-1)  LPIMZ(-1)  
   FSR     LYNLZ(-1)  PCPD(-1)  UR(-1)  LYZ(-1)  LVZ(-1)  LAAZ(-1)  
   FSR     T  
LHS RB=RBMRSL2+RS(-2);                                                        
EQ  24  RMMRSL2 C RMLMRSL2 RSMRSL2 RSLMRSL2                                   
 FSR C RM(-1) RS(-1) RS(-2)                                                   
 LCOGSZ LJHGSZ LTRGSZ LEXZ(-1) LIMZ(-1) LODHM(-1) LPIMZ(-1) LYNLZ(-1)         
 PCPD(-1) UR(-1) LYZ(-1) LVZ(-1)                                              
 LAAZ(-1) T;                                                                  
EQUATION 24  RMMRSL2  
   RHS     C  RMLMRSL2  RSMRSL2  RSLMRSL2  
   FSR     C  RM(-1)  RS(-1)  RS(-2)  LCOGSZ  LJHGSZ  LTRGSZ  
   FSR     LEXZ(-1)  LIMZ(-1)  LODHM(-1)  LPIMZ(-1)  LYNLZ(-1)  
   FSR     PCPD(-1)  UR(-1)  LYZ(-1)  LVZ(-1)  LAAZ(-1)  T  
LHS RM=RMMRSL2+RS(-2);                                                        
EQ  25  CGZ C RB1 TPIEM1Z                                                     
 FSR C RB1(-1) TPIEM1Z(-1)                                                    
 T LCOGSZ LJHGSZ LTRGSZ LEXZ(-1) LIMZ(-1) LODHM(-1) LPIMZ(-1) LYNLZ(-1)       
 PCPD(-1) UR(-1) LYZ(-1) LVZ(-1) RS(-1) RS(-2) RB(-1)                         
 LAAZ(-1);                                                                    
EQUATION 25  CGZ  
   RHS     C  RB1  TPIEM1Z  
   FSR     C  RB1(-1)  TPIEM1Z(-1)  T  LCOGSZ  LJHGSZ  LTRGSZ  
   FSR     LEXZ(-1)  LIMZ(-1)  LODHM(-1)  LPIMZ(-1)  LYNLZ(-1)  
   FSR     PCPD(-1)  UR(-1)  LYZ(-1)  LVZ(-1)  RS(-1)  RS(-2)  
   FSR     RB(-1)  LAAZ(-1)  
@ SPECIAL MCPOST (for some), MCCRIS, MCCRI2                                   
GENR CG=CGZ*PX(-1)*YS(-1);                                                    
@ SPECIAL MCPROG, MCNEWE, MCCRIS, MCCRI2                                      
@LHS CG=CGZ*PX(-1)*YS(-1);                                                    
EQ  26  LCURZ C LCURL1Q LXMFAZ RSA RHO=1                                      
 FSR C LCURZ(-1) LXMFAZ(-1) RSA(-1) LCURL1Q(-1)                               
 T LCOGSZ LJHGSZ LTRGSZ LEXZ(-1) LIMZ(-1) LODHM(-1) LPIMZ(-1) LYNLZ(-1)       
 UR(-1) LYZ(-1) LVZ(-1) RS(-2) RB(-1)                                         
 LAAZ(-1) PCPD(-1);                                                           
EQUATION 26  LCURZ  RHO=1  
   RHS     C  LCURL1Q  LXMFAZ  RSA  
   FSR     C  LCURZ(-1)  LXMFAZ(-1)  RSA(-1)  LCURL1Q(-1)  
   FSR     T  LCOGSZ  LJHGSZ  LTRGSZ  LEXZ(-1)  LIMZ(-1)  LODHM(-1)  
   FSR     LPIMZ(-1)  LYNLZ(-1)  UR(-1)  LYZ(-1)  LVZ(-1)  
   FSR     RS(-2)  RB(-1)  LAAZ(-1)  PCPD(-1)  
LHS CUR=EXP(LCURZ)*(POP*PF);                                                  
EQ  27  LIMZ CNST2 C LIMZ(-1) LXXXZ LPFZPIM D691 D692 D714 D721               
 FSR CNST2 C LIMZ(-1) LXXXZ(-1) LPFZPIM(-1) D691 D692 D714 D721               
 LCOGSZ LJHGSZ LTRGSZ LEXZ(-1) LODHM(-1) LYNLZ(-1)                            
 PCPD(-1) UR(-1) LYZ(-1) LVZ(-1) RS(-1) RB(-1)                                
 LAAZ(-1)                                                                     
 T ;                                                                          
EQUATION 27  LIMZ  
   RHS     CNST2  C  LIMZ(-1)  LXXXZ  LPFZPIM  D691  D692  
   RHS     D714  D721  
   FSR     CNST2  C  LIMZ(-1)  LXXXZ(-1)  LPFZPIM(-1)  D691  
   FSR     D692  D714  D721  LCOGSZ  LJHGSZ  LTRGSZ  LEXZ(-1)  
   FSR     LODHM(-1)  LYNLZ(-1)  PCPD(-1)  UR(-1)  LYZ(-1)  
   FSR     LVZ(-1)  RS(-1)  RB(-1)  LAAZ(-1)  T  
LHS IM=EXP(LIMZ)*POP;                                                         
EQ  28  LUB C LUB(-1) LU LWF RHO=1                                            
 FSR C LUB(-1) LU(-1) LWF(-1) LUB(-2)                                         
 LCOGSZ LJHGSZ LTRGSZ LIMZ(-1) LODHM(-1) LPIMZ(-1) LYNLZ(-1) PCPD(-1)         
 RS(-1) RS(-2) T;                                                             
EQUATION 28  LUB  RHO=1  
   RHS     C  LUB(-1)  LU  LWF  
   FSR     C  LUB(-1)  LU(-1)  LWF(-1)  LUB(-2)  LCOGSZ  LJHGSZ  
   FSR     LTRGSZ  LIMZ(-1)  LODHM(-1)  LPIMZ(-1)  LYNLZ(-1)  
   FSR     PCPD(-1)  RS(-1)  RS(-2)  T  
LHS UB=EXP(LUB);                                                              
EQ  29 INTGZ C INTGZ(-1) RQG RHO=1;                                           
EQUATION 29  INTGZ  RHO=1  
   RHS     C  INTGZ(-1)  RQG  
@                                                                             
@ SPECIAL FOR MPLE                                                            
@                                                                             
LHS INTG=(INTGZ)*AAG*1.0;                                                     
EQ  30  RS C RS(-1) PCPD UR UR1 PCM1(-1) PCM1L1A RS1(-1) RS1(-2)              
 FSR C RS(-1) PCPD(-1) UR(-1) UR1(-1) PCM1(-1) PCM1L1A RS1(-1) RS1(-2)        
 T LCOGSZ LJHGSZ LTRGSZ LEXZ(-1) LIMZ(-1) LODHM(-1) LPIMZ(-1) LYNLZ(-1)       
 LYZ(-1) LVZ(-1)                                                              
 LAAZ(-1);                                                                    
EQUATION 30  RS  
   RHS     C  RS(-1)  PCPD  UR  UR1  PCM1(-1)  PCM1L1A  RS1(-1)  
   RHS     RS1(-2)  
   FSR     C  RS(-1)  PCPD(-1)  UR(-1)  UR1(-1)  PCM1(-1)  
   FSR     PCM1L1A  RS1(-1)  RS1(-2)  T  LCOGSZ  LJHGSZ  LTRGSZ  
   FSR     LEXZ(-1)  LIMZ(-1)  LODHM(-1)  LPIMZ(-1)  LYNLZ(-1)  
   FSR     LYZ(-1)  LVZ(-1)  LAAZ(-1)  
LHS RS=(ABS(RS-.0)+RS-.0)/2.+.0;                                              
@                                                                             
IDENT PX=(PF*(X-FA)+PFA*FA)/X;                                                
@IDENT PEX=PSI1*PX            ;                                               
IDENT PD=(PX*X-PEX*EX+PIM*IM)/(X-EX+IM);                                      
@                                                                             
@ SPECIAL For YUAN Table 8                                                    
@                                                                             
IDENT PH=(PCS*CS+PCN*CN+PCD*CD+PIH*IHH+IBTG+IBTS)/(CS+CN+CD+IHH);             
@                                                                             
IDENT PCS=PSI2*(1+D3G+D3S)*PD                                   ;             
IDENT PCN=PSI3*(1+D3G+D3S)*PD                                   ;             
IDENT PCD=PSI4*(1+D3G+D3S)*PD                                   ;             
IDENT PIH=PSI5*PD                                               ;             
IDENT PIK=PSI6*PD                                               ;             
IDENT PG=PSI7*PD                                                ;             
IDENT PS=PSI8*PD                                                ;             
IDENT PIV=PSI9*PD                                               ;             
IDENT WH=100*((WF*JF*(HN+1.5*HO)+WG*JG*HG+WM*JM*HM+WS*JS*HS)/                 
(JF*(HN+1.5*HO)+JG*HG+JM*HM+JS*HS))                             ;             
IDENT WG=PSI10*WF                                               ;             
IDENT WM=PSI11*WF                                               ;             
IDENT WS=PSI12*WF                                               ;             
IDENT THG=(D1G+((TAUG*YT)/(POP*PH)))*YT                              ;        
IDENT THS=(D1S+((TAUS*YT)/(POP*PH)))*YT                              ;        
IDENT TFG=D2G*(PIEF-TFS)                                        ;             
IDENT TFS=D2S*PIEF                                              ;             
IDENT IBTG=(D3G/(1+D3G))*(PCS*CS+PCN*CN+PCD*CD-IBTS)            ;             
IDENT IBTS=(D3S/(1+D3S))*(PCS*CS+PCN*CN+PCD*CD-IBTG)            ;             
IDENT SIHG=D4G*(WF*JF*(HN+1.5*HO))               ;                            
IDENT SIFG=D5G*(WF*JF*(HN+1.5*HO))                    ;                       
IDENT PKH=PSI14*PD;                                                           
IDENT INTGR=PSI15*INTG;                                                       
IDENT USROW=-INTGR+DR+PIEFRET+USOTHER;                                        
IDENT KD=(1-DELD)*KD(-1)+CD                                     ;             
IDENT KH=(1-DELH)*KH(-1)+IHH                                    ;             
IDENT X=CS+CN+CD+IHH+IKF+EX-IM+COG+COS+IKH+IKB+IKG+IHF+IHB;                   
IDENT XX=PCS*CS+PCN*CN+PCD*CD+PIH*(IHB+IHF+IHH)+PIK*(IKH+IKG+IKB+IKF)         
 +PEX*EX-PIM*IM+PG*COG+PS*COS-IBTG-IBTS;                                      
IDENT HN=HF-HO                                                  ;             
IDENT V=V(-1)+Y-X ;                                                           
IDENT YT=WF*JF*(HN+1.5*HO)+WG*JG*HG+WM*JM*HM+WS*JS*HS                         
+RNT+INTZ+INTF+INTG-INTGR+INTS+DF+DB+DR+DG+DS+TRFH-TRHR-SIGG-SISS;            
IDENT SH=YT-SIHG-SIHS+USAFF-THG-THS                                           
-PCS*CS-PCN*CN-PCD*CD+TRGH+TRSH+UB                                            
+INS+NICD+CCH-CTH-PIH*IHH-CDH-PIK*IKH-NNH;                                    
IDENT AH=AH(-1)+SH-MH+MH(-1)+CG-DISH                            ;             
IDENT CCF1=D6G*(PIK*IKF+PIK(-1)*IKF(-1)+PIK(-2)*IKF(-2)+PIK(-3)*IKF(-3))/4.;  
IDENT PIEF=XX+PIV*IVF+SUBS+SUBG+USOTHER                                       
-WF*JF*(HN+1.5*HO)-RNT-INTZ-INTF-TRFH-NICD-CCH+CDH                            
-TBS-TRFS-CCS-TRFR-DB-GSB-CTGB                                                
-GSMA-GSCA-TBG-TRFG-CCG                                                       
-SIFG-SIFS                                                                    
-GSNN-IVA-CCF1-TFA-STAT                                                       
;                                                                             
IDENT SF=XX+SUBS+SUBG+USOTHER+PIEFRET                                         
-WF*JF*(HN+1.5*HO)-RNT-INTZ-INTF-TRFH-NICD-CCH+CDH                            
-TBS-TRFS-CCS                                                                 
-TRFR                                                                         
-DB-GSB-CTGB                                                                  
-GSMA-GSCA-TBG-TRFG-CCG                                                       
-SIFG-SIFS                                                                    
-STAT                                                                         
-DF-TF1-TFA                                                                   
-PIK*IKF-PIH*IHF-NNF-CTF1-CTNN                                                
;                                                                             
IDENT AF=AF(-1)+SF-MF+MF(-1) -DISF;                                           
IDENT MB=MB(-1) -MH+MH(-1) -MF+MF(-1) -MR+MR(-1) -MG+MG(-1) -MS+MS(-1)        
 +CUR-CUR(-1);                                                                
IDENT SB=GSB-CTB-PIH*IHB-PIK*IKB;                                             
IDENT AB=AB(-1)+SB-MB+MB(-1) -(BR-BO)+(BR(-1) -BO(-1)) -DISB ;                
IDENT SR=-PEX*EX-USROW+PIM*IM+TFR+TRFR+TRHR+TRGR-USAFF-CTR-NNR;               
IDENT AR=AR(-1)+SR-MR+MR(-1)+Q-Q(-1) -DISR                     ;              
IDENT SG=GSMA+GSCA+THG+IBTG+TBG+TFG+SIHG+SIFG-DG+TRFG                         
-PG*COG-WG*JG*HG-WM*JM*HM                                                     
-TRGH-TRGR-TRGS-INTG-SUBG                                                     
+CCG-INS-USAFF-CTGMB-NNG-PIK*IKG+SIGG;                                        
IDENT AG=AG(-1)+SG-MG+MG(-1)+CUR-CUR(-1)+(BR-BO) -(BR(-1) -BO(-1))            
 -Q+Q(-1) -DISG ;                                                             
IDENT SS=THS+IBTS+TBS+TFS+SIHS+SIFS-DS+TRGS+TRFS                              
-PS*COS-WS*JS*HS                                                              
-TRSH-UB-INTS-SUBS                                                            
+CCS-CTS-NNS+SISS;                                                            
IDENT AS=AS(-1)+SS-MS+MS(-1) -DISS                               ;            
IDENT TESTZERO=SH+SF+SB+SR+SG+SS+STAT+USAFF;                                  
IDENT M1=M1(-1)+MH-MH(-1)+MF-MF(-1)+MR-MR(-1)+MS-MS(-1)+MDIF    ;             
IDENT GDP=XX+PIV*(V-V(-1))+IBTG+IBTS+WG*JG*HG+WM*JM*HM+WS*JS*HS;              
IDENT GDPR=Y+PSI13*(JG*HG+JM*HM+JS*HS) +STATP      ;                          
IDENT GDPD=GDP/GDPR                                             ;             
IDENT E=JF+JG+JM+JS-LM                                          ;             
IDENT U=L1+L2+L3-E                                              ;             
IDENT UR=U/(L1+L2+L3-JM)                                        ;             
IDENT AA=(AH+MH)/PH+(KH*PKH)/PH ;                                             
IDENT D1GM=D1G+(2*TAUG*YT)/(POP*PH)                                  ;        
IDENT D1SM=D1S+(2*TAUS*YT)/(POP*PH)                                  ;        
IDENT IKF=KK-(1-DELK)*KK(-1);                                                 
IDENT KKMIN=Y/MUH                                               ;             
IDENT JHMIN=Y/LAM                                               ;             
IDENT JJ=(JF*HF+JG*HG+JM*HM+JS*HS)/POP                          ;             
IDENT CDH=THETA2*PCD*CD;                                                      
IDENT NICD=THETA3*PCD*CD;                                                     
IDENT YS=LAM*(JJP*POP-JG*HG-JM*HM-JS*HS)                        ;             
IDENT YNL=RNT+INTZ+INTF+INTG-INTGR+INTS+DF+DB+DR+DG+DS+TRFH+TRGH+TRSH+UB;     
IDENT HFF=HF-HFS                                           ;                  
IDENT TF1=TFG+TFS+TFR-TFA;                                                    
IDENT TCG=TFG+TBG                                           ;                 
IDENT SIG=SIHG+SIFG+SIGG                                        ;             
IDENT PUG=PG*COG+WG*JG*HG+WM*JM*HM;                                           
IDENT RECG=THG+TCG+IBTG+SIG+TRFG-DG;                                          
IDENT EXPG=PUG+TRGH+TRGR+TRGS+INTG+SUBG-IGZ               ;                   
IDENT SGP=RECG-EXPG                                             ;             
IDENT TCS=TFS+TBS                                               ;             
IDENT SIS=SIHS+SIFS+SISS                                        ;             
IDENT PUS=PS*COS+WS*JS*HS;                                                    
IDENT PFA=THETA1*GDPD;                                                        
IDENT RECS=THS+TCS+IBTS+SIS+TRGS+TRFS-DS;                                     
IDENT EXPS=PUS+TRSH+UB+INTS+SUBS-ISZ                    ;                     
IDENT SSP=RECS-EXPS                                             ;             
IDENT YD=WF*JF*(HN+1.5*HO)+WG*JG*HG+WM*JM*HM+WS*JS*HS                         
+RNT+INTZ+INTF+INTG-INTGR+INTS+DF+DB+DR+DG+DS                                 
 +TRFH+TRGH+TRSH+UB                                                           
-SIHG-SIHS                                                                    
+USAFF-THG-THS-TRHR-SIGG-SISS;                                                
IDENT SRZ=(YD-PCS*CS-PCN*CN-PCD*CD)/YD                          ;             
IDENT IVF=V-V(-1)                                               ;             
IDENT PROD=Y/(JF*HF)                                            ;             
IDENT WR=WF/PF                                                  ;             
IDENT POP=POP1+POP2+POP3                                        ;             
IDENT SHRPIE=((1-D2G-D2S)*PIEF)/(WF*JF*(HN+1.5*HO))             ;             
IDENT PCGDPR=100*((GDPR/GDPR(-1))**4-1)                          ;            
IDENT PCGDPD=100*((GDPD/GDPD(-1))**4-1)                          ;            
IDENT PCM1=100*((M1/M1(-1))**4-1)                                ;            
IDENT UBR=BR-BO                                                 ;             
IDENT WA=100*((1-D1GM-D1SM-D4G)*WF*JF*(HN+1.5*HO)+                            
(1-D1GM-D1SM)*(WG*JG*HG+WM*JM*HM+WS*JS*HS-SIGG-SISS))/(JF*(HN                 
       +1.5*HO)+JG*HG+JM*HM+JS*HS);                                           
IDENT RSA=RS*(1-D1GM-D1SM)                                      ;             
IDENT RMA=RM*(1-D1GM-D1SM)                                      ;             
IDENT GNP=GDP+USROW;                                                          
IDENT GNPR=GDPR+USROW/GDPD;                                                   
IDENT GNPD=GNP/GNPR;                                                          
IDENT PIEFRET=THETA4*PIEF;                                                    
@                                                                             
@ Special to MC model                                                         
@                                                                             
CREATE USEXDS=1000*EX-USX00$-USXS;                                            
CREATE USIMDS=1000*IM-USM-USMS;                                               
CREATE DEL3=PEX/USPX;                                                         
CREATE DEL4=PIM/USPM;                                                         
IDENT USPM=USPSI2*USPMP;                                                      
IDENT PEX=DEL3*USPX;                                                          
IDENT USM=1000*IM-USMS-USIMDS;                                                
IDENT USM00$A=USM-USM00$B;                                                    
IDENT USS=USPX*(USX00$+USXS)-USPM*(USM+USMS)+USTT;                            
  IDENT PIM=DEL4*USPM;                                                        
@ SPECIAL MCCRI2 WHEN EX EXPERIMENT                                           
  IDENT EX=(USX00$+USXS+USEXDS)/1000;                                         
@CREATE USXS=1000*(.1259*YS)-USX00$-USEXDS;                                   
@GENR EX=(USX00$+USXS+USEXDS)/1000;                                           
@                                                                             
GENR LPXA=LOG(USPX)-LOG(USPW$);                                               
GENR LPXB=LOG(GDPD)-LOG(USPW$);                                               
EQ  31  LPXA LPXB RHO=2;                                                      
EQUATION 31  LPXA  RHO=2  
   RHS     LPXB  
LHS USPX=EXP(LPXA)*USPW$;                                                     
@                                                                             
@ End of special to MC model                                                  
@                                                                             
@IDENT CAV1=CAY-CAX;                                                          
IDENT CAV1PCT=CAV1/CAYS;                                                      
IDENT CAV=CAV(-1)+CAV1;                                                       
 IDENT CAM=(CAIM-CAIMDS)/CAPM00-CAMS;                                         
  IDENT CAEX=CAPX00*(CAE00*CAX00$+CAXS)+CAEXDS;                               
  IDENT CAX=CAC+CAI+CAG+CAEX-CAIM+CASTAT;                                     
  IDENT CAS=CAPX*(CAE00*CAX00$+CAXS)-CAPM*(CAM+CAMS)+CATT;                    
  IDENT CAY=CAX+CAV1;                                                         
IDENT CASPCT=CAS/(CAYS*CAPY);                                                 
IDENT CAA=CAA(-1)+CAS;                                                        
IDENT CAM00$A=CAM/CAE00-CAM00$B;                                              
IDENT CAEE=2*CAPSI1*CAE-CAEE(-1);                                             
IDENT CAUR=(CAL1-CAJ)/(CAL1);                                                 
IDENT CAJMIN=CAY/CALAM;                                                       
  IDENT CAZZ=LOG(CAY)-LOG(CAYS);                                              
IDENT CAPM=CAPSI2*CAPMP;                                                      
IDENT CAH=CAE/GEGEE;                                                          
IDENT CANW=CANW(-1)+CAI+CAV1+CAEX-CAIM;                                       
IDENT CAPX$=(CAE00/CAE)*CAPX;                                                 
GENR CALIMZ=LOG(CAIM/CAPOP);                                                  
GENR CALCIGZ=LOG((CAC+CAI+CAG)/CAPOP);                                        
GENR CALPY=LOG(CAPY);                                                         
GENR CALPM=LOG(CAPM);                                                         
GENR CALYZ=LOG(CAY/CAPOP);                                                    
GENR CAAZ=CAA/(CAYS*CAPY);                                                    
GENR CALW=LOG(CAW);                                                           
GENR CALWQ=LOG(CAW)-LOG(CALAM);                                               
GENR CALCZ=LOG(CAC/CAPOP);                                                    
GENR CALM1Z=LOG(CAM1/(CAPOP*CAPY));                                           
GENR CALM1ZL=LOG(CAM1(-1)/(CAPOP(-1)*CAPY));                                  
GENR CALE=LOG(CAE);                                                           
GENR CALF=LOG(CAF);                                                           
GENR CALEE=LOG(CAEE);                                                         
GENR CALJ1=LOG(CAJ/CAJ(-1));                                                  
GENR CALY1=LOG(CAY/CAY(-1));                                                  
GENR CALEXL=LOG(CAJ/CAJMIN);                                                  
GENR CALL1Z=LOG(CAL1/CAPOP1);                                                 
GENR CAPCPY=100*((CAPY/CAPY(-1))**4-1);                                       
GENR CALRSZ=.25*LOG((1+CARS/100.)/(1+USRS/100.));                             
GENR CALPYZ=LOG(CAPY/USPY);                                                   
GENR CALPYZZ=LOG(CAPY/    CAPM);                                              
GENR CARBZ=      CARB-    CARS(-2);                                           
GENR CARBZZ=     CARB(-1)-CARS(-2);                                           
GENR CARSZ=      CARS-    CARS(-2);                                           
GENR CARSZZ=     CARS(-1)-CARS(-2);                                           
GENR CALWZ=LOG(  CAW/     CAPY);                                              
GENR CALEA=CALPYZ-CALE(-1);                                                   
GENR CALE1=CALE-CALE(-1);                                                     
GENR CALPXA=LOG(CAPX/(CAPW$*(CAE/CAE00)));                                    
GENR CALPXB=LOG(CAPY/(CAPW$*(CAE/CAE00)));                                    
GENR CALPXC=LOG(CAPW$*(CAE/CAE00));                                           
GENR CALPX=LOG(CAPX);                                                         
GENR CALI=LOG(CAI);                                                           
GENR CALY=LOG(CAY);                                                           
GENR CAYZ=CAY/CAPOP;                                                          
GENR CAGA2=100*((CAYZ/CAYZ(-1))**4-1.)                                        
          -100*(((USY/USPOP)/(USY(-1)/USPOP(-1)))**4-1.);                     
CREATE CALGZ=LOG(CAG/CAPOP);                                                  
Name added to list: CALGZ           
CREATE CALEXZ=LOG(CAEX/CAPOP);                                                
Name added to list: CALEXZ          
@                                                                             
EQ  32 CALIMZ C CALIMZ(-1) CALPYZZ CALCIGZ RHO=1 ;                            
EQUATION 32  CALIMZ  RHO=1  
   RHS     C  CALIMZ(-1)  CALPYZZ  CALCIGZ  
LHS CAIM=EXP(CALIMZ)*CAPOP;                                                   
EQ  33 CALCZ C CALCZ(-1) CARB(-1) CALYZ                                       
;                                                                             
EQUATION 33  CALCZ  
   RHS     C  CALCZ(-1)  CARB(-1)  CALYZ  
LHS CAC=EXP(CALCZ)*CAPOP;                                                     
EQ  34 CALI C CALI(-1) CALY CARB(-1)                                          
 FSR C CALGZ CALEXZ(-1) CALPY(-1) CALYZ(-1) CARB(-1)                          
 CALI(-1) CALY(-1);                                                           
EQUATION 34  CALI  
   RHS     C  CALI(-1)  CALY  CARB(-1)  
   FSR     C  CALGZ  CALEXZ(-1)  CALPY(-1)  CALYZ(-1)  CARB(-1)  
   FSR     CALI(-1)  CALY(-1)  
LHS CAI=EXP(CALI);                                                            
EQ  35 CALPY CALPY(-1) C T CALPM CAZZ(-1) RHO=1                               
;                                                                             
EQUATION 35  CALPY  RHO=1  
   RHS     CALPY(-1)  C  T  CALPM  CAZZ(-1)  
EQ  36 CALM1Z C CALM1ZL CARS CALYZ                                            
 FSR C CALGZ CALEXZ(-1) CALPY(-1) CALYZ(-1) CARB(-1)                          
 CALM1ZL CARS(-1)                                                             
 CALM1Z(-1)                                                                   
;                                                                             
EQUATION 36  CALM1Z  
   RHS     C  CALM1ZL  CARS  CALYZ  
   FSR     C  CALGZ  CALEXZ(-1)  CALPY(-1)  CALYZ(-1)  CARB(-1)  
   FSR     CALM1ZL  CARS(-1)  CALM1Z(-1)  
LHS CAM1=EXP(CALM1Z)*CAPOP*CAPY;                                              
LHS CAPY=EXP(CALPY);                                                          
EQ  37 CARS C CARS(-1) CAZZ USRS                                              
 FSR C CALGZ CALEXZ(-1) CALPY(-1) CALYZ(-1) CARB(-1)                          
 CARS(-1) CAZZ(-1) USRS(-1)                                                   
 CALPY(-2)                                                                    
;                                                                             
EQUATION 37  CARS  
   RHS     C  CARS(-1)  CAZZ  USRS  
   FSR     C  CALGZ  CALEXZ(-1)  CALPY(-1)  CALYZ(-1)  CARB(-1)  
   FSR     CARS(-1)  CAZZ(-1)  USRS(-1)  CALPY(-2)  
LHS CARS=(ABS(CARS-.0)+CARS-.0)/2.+.0;                                        
EQ  38 CARBZ C CARBZZ CARSZ CARSZZ                                            
 FSR C CALGZ CALEXZ(-1) CALPY(-1) CALYZ(-1) CARB(-1)                          
 CARB(-2) CARS(-1) CARS(-2)                                                   
;                                                                             
EQUATION 38  CARBZ  
   RHS     C  CARBZZ  CARSZ  CARSZZ  
   FSR     C  CALGZ  CALEXZ(-1)  CALPY(-1)  CALYZ(-1)  CARB(-1)  
   FSR     CARB(-2)  CARS(-1)  CARS(-2)  
LHS  CARB=       CARBZ+   CARS(-2);                                           
GENR CALE1Z=CALE1-.05*CALEA;                                                  
EQ  39 CALE1Z C CALRSZ RHO=1                                                  
 FSR C CALGZ CALEXZ(-1) CALPY(-1) CALYZ(-1) CARB(-1)                          
 CALE1(-1) CALEA(-1) CALRSZ(-1)                                               
;                                                                             
EQUATION 39  CALE1Z  RHO=1  
   RHS     C  CALRSZ  
   FSR     C  CALGZ  CALEXZ(-1)  CALPY(-1)  CALYZ(-1)  CARB(-1)  
   FSR     CALE1(-1)  CALEA(-1)  CALRSZ(-1)  
EQ  40  CALF CALEE CALRSZ RHO=1;                                              
EQUATION 40  CALF  RHO=1  
   RHS     CALEE  CALRSZ  
LHS CAF=EXP(CALF);                                                            
EQ  41  CALPXA CALPXB RHO=2;                                                  
EQUATION 41  CALPXA  RHO=2  
   RHS     CALPXB  
LHS CAPX=EXP(CALPXA)*(CAPW$*(CAE/CAE00));                                     
LHS CAE=EXP(CALE1Z+.050*CALEA)*CAE(-1);                                       
EQ  42  CALJ1 C T CALEXL(-1) CALY1 CALY1(-1)                                  
 FSR C CALGZ CALEXZ(-1) CALPY(-1) CALYZ(-1) CARB(-1)                          
 CALJ1(-1) CALEXL(-1) CALY1(-1) T                                             
;                                                                             
EQUATION 42  CALJ1  
   RHS     C  T  CALEXL(-1)  CALY1  CALY1(-1)  
   FSR     C  CALGZ  CALEXZ(-1)  CALPY(-1)  CALYZ(-1)  CARB(-1)  
   FSR     CALJ1(-1)  CALEXL(-1)  CALY1(-1)  T  
LHS CAJ=EXP(CALJ1)*CAJ(-1);                                                   
@IDENT JAV1=JAY-JAX;                                                          
IDENT JAV1PCT=JAV1/JAYS;                                                      
IDENT JAV=JAV(-1)+JAV1;                                                       
 IDENT JAM=(JAIM-JAIMDS)/JAPM00-JAMS;                                         
  IDENT JAEX=JAPX00*(JAE00*JAX00$+JAXS)+JAEXDS;                               
  IDENT JAX=JAC+JAI+JAG+JAEX-JAIM+JASTAT;                                     
  IDENT JAS=JAPX*(JAE00*JAX00$+JAXS)-JAPM*(JAM+JAMS)+JATT;                    
  IDENT JAY=JAX+JAV1;                                                         
IDENT JASPCT=JAS/(JAYS*JAPY);                                                 
IDENT JAA=JAA(-1)+JAS;                                                        
IDENT JAM00$A=JAM/JAE00-JAM00$B;                                              
IDENT JAEE=2*JAPSI1*JAE-JAEE(-1);                                             
IDENT JAUR=(JAL1-JAJ)/(JAL1);                                                 
IDENT JAJMIN=JAY/JALAM;                                                       
  IDENT JAZZ=LOG(JAY)-LOG(JAYS);                                              
IDENT JAPM=JAPSI2*JAPMP;                                                      
IDENT JAH=JAE/GEGEE;                                                          
IDENT JANW=JANW(-1)+JAI+JAV1+JAEX-JAIM;                                       
IDENT JAPX$=(JAE00/JAE)*JAPX;                                                 
GENR JALCIGZ=LOG((JAC+JAI+JAG)/JAPOP);                                        
GENR JALIMZ=LOG(JAIM/JAPOP);                                                  
GENR JALPY=LOG(JAPY);                                                         
GENR JALPM=LOG(JAPM);                                                         
GENR JALYZ=LOG(JAY/JAPOP);                                                    
GENR JAAZ=JAA/(JAYS*JAPY);                                                    
GENR JALW=LOG(JAW);                                                           
GENR JALCZ=LOG(JAC/JAPOP);                                                    
GENR JALM1Z=LOG(JAM1/(JAPOP*JAPY));                                           
GENR JALM1ZL=LOG(JAM1(-1)/(JAPOP(-1)*JAPY));                                  
GENR JALE=LOG(JAE);                                                           
GENR JALF=LOG(JAF);                                                           
GENR JALEE=LOG(JAEE);                                                         
GENR JALJ1=LOG(JAJ/JAJ(-1));                                                  
GENR JALY1=LOG(JAY/JAY(-1));                                                  
GENR JALEXL=LOG(JAJ/JAJMIN);                                                  
GENR JALL1Z=LOG(JAL1/JAPOP1);                                                 
GENR JAPCPY=100*((JAPY/JAPY(-1))**4-1);                                       
GENR JALRSZ=.25*LOG((1+JARS/100.)/(1+USRS/100.));                             
GENR JALPYZ=LOG(JAPY/USPY);                                                   
GENR JALPYZZ=LOG(JAPY/    JAPM);                                              
GENR JARBZ=      JARB-    JARS(-2);                                           
GENR JARBZZ=     JARB(-1)-JARS(-2);                                           
GENR JARSZ=      JARS-    JARS(-2);                                           
GENR JARSZZ=     JARS(-1)-JARS(-2);                                           
GENR JALWZ=LOG(  JAW/     JAPY);                                              
GENR JALEA=JALPYZ-JALE(-1);                                                   
GENR JALE1=JALE-JALE(-1);                                                     
GENR JALPXA=LOG(JAPX/(JAPW$*(JAE/JAE00)));                                    
GENR JALPXB=LOG(JAPY/(JAPW$*(JAE/JAE00)));                                    
GENR JALPXC=LOG(JAPW$*(JAE/JAE00));                                           
GENR JALPX=LOG(JAPX);                                                         
GENR JALI=LOG(JAI);                                                           
GENR JALY=LOG(JAY);                                                           
CREATE JALGZ=LOG(JAG/JAPOP);                                                  
Name added to list: JALGZ           
CREATE JALEXZ=LOG(JAEX/JAPOP);                                                
Name added to list: JALEXZ          
@                                                                             
EQ  43 JALIMZ C JALIMZ(-1) JALCIGZ JALPYZZ RHO=1;                             
EQUATION 43  JALIMZ  RHO=1  
   RHS     C  JALIMZ(-1)  JALCIGZ  JALPYZZ  
LHS JAIM=EXP(JALIMZ)*JAPOP;                                                   
EQ  44 JALCZ C JALCZ(-1) JARB JALYZ RHO=1                                     
 FSR C JALGZ JALEXZ(-1) JALPY(-1) JALYZ(-1) JARB(-1)                          
 JALCZ(-1) JALCZ(-2)                                                          
;                                                                             
EQUATION 44  JALCZ  RHO=1  
   RHS     C  JALCZ(-1)  JARB  JALYZ  
   FSR     C  JALGZ  JALEXZ(-1)  JALPY(-1)  JALYZ(-1)  JARB(-1)  
   FSR     JALCZ(-1)  JALCZ(-2)  
LHS JAC=EXP(JALCZ)*JAPOP;                                                     
EQ  45 JALPY JALPY(-1) C T JALPM RHO=1                                        
;                                                                             
EQUATION 45  JALPY  RHO=1  
   RHS     JALPY(-1)  C  T  JALPM  
LHS JAPY=EXP(JALPY);                                                          
EQ  46 JARS C JARS(-1) JAPCPY USRS RHO=1                                      
 FSR C JALGZ JALEXZ(-1) JALPY(-1) JALYZ(-1) JARB(-1)                          
 JARS(-1) JARS(-2) USRS(-1)                                                   
JALPY(-2)                                                                     
 JAZZ(-1)                                                                     
;                                                                             
EQUATION 46  JARS  RHO=1  
   RHS     C  JARS(-1)  JAPCPY  USRS  
   FSR     C  JALGZ  JALEXZ(-1)  JALPY(-1)  JALYZ(-1)  JARB(-1)  
   FSR     JARS(-1)  JARS(-2)  USRS(-1)  JALPY(-2)  JAZZ(-1)  
LHS JARS=(ABS(JARS-.0)+JARS-.0)/2.+.0;                                        
EQ  47 JARBZ C JARBZZ JARSZ JARSZZ                                            
 FSR C JALGZ JALEXZ(-1) JALPY(-1) JALYZ(-1) JARB(-1)                          
 JARB(-2) JARS(-1) JARS(-2)                                                   
;                                                                             
EQUATION 47  JARBZ  
   RHS     C  JARBZZ  JARSZ  JARSZZ  
   FSR     C  JALGZ  JALEXZ(-1)  JALPY(-1)  JALYZ(-1)  JARB(-1)  
   FSR     JARB(-2)  JARS(-1)  JARS(-2)  
LHS  JARB=       JARBZ+   JARS(-2);                                           
GENR JALE1Z=JALE1-.05*JALEA;                                                  
EQ  48 JALE1Z C JALRSZ RHO=1                                                  
 FSR C JALGZ JALEXZ(-1) JALPY(-1) JALYZ(-1) JARB(-1)                          
 JALE1(-1) JALEA(-1) JALRSZ(-1)                                               
;                                                                             
EQUATION 48  JALE1Z  RHO=1  
   RHS     C  JALRSZ  
   FSR     C  JALGZ  JALEXZ(-1)  JALPY(-1)  JALYZ(-1)  JARB(-1)  
   FSR     JALE1(-1)  JALEA(-1)  JALRSZ(-1)  
EQ  49  JALF JALEE JALRSZ RHO=1;                                              
EQUATION 49  JALF  RHO=1  
   RHS     JALEE  JALRSZ  
LHS JAF=EXP(JALF);                                                            
EQ  50  JALPXA JALPXB RHO=2;                                                  
EQUATION 50  JALPXA  RHO=2  
   RHS     JALPXB  
LHS JAPX=EXP(JALPXA)*(JAPW$*(JAE/JAE00));                                     
LHS JAE=EXP(JALE1Z+.050*JALEA)*JAE(-1);                                       
EQ  51  JALJ1 C T JALEXL(-1) JALY1 ;                                          
EQUATION 51  JALJ1  
   RHS     C  T  JALEXL(-1)  JALY1  
LHS JAJ=EXP(JALJ1)*JAJ(-1);                                                   
EQ  52  JALL1Z C T JALL1Z(-1)                                                 
 JAUR                                                                         
 FSR C JALGZ JALEXZ(-1) JALPY(-1) JALYZ(-1) JARB(-1)                          
 JALL1Z(-1) T                                                                 
 JAUR(-1)                                                                     
;                                                                             
EQUATION 52  JALL1Z  
   RHS     C  T  JALL1Z(-1)  JAUR  
   FSR     C  JALGZ  JALEXZ(-1)  JALPY(-1)  JALYZ(-1)  JARB(-1)  
   FSR     JALL1Z(-1)  T  JAUR(-1)  
LHS JAL1=EXP(JALL1Z)*JAPOP1;                                                  
@IDENT AUV1=AUY-AUX;                                                          
IDENT AUV1PCT=AUV1/AUYS;                                                      
IDENT AUV=AUV(-1)+AUV1;                                                       
 IDENT AUM=(AUIM-AUIMDS)/AUPM00-AUMS;                                         
  IDENT AUEX=AUPX00*(AUE00*AUX00$+AUXS)+AUEXDS;                               
  IDENT AUX=AUC+AUI+AUG+AUEX-AUIM+AUSTAT;                                     
  IDENT AUS=AUPX*(AUE00*AUX00$+AUXS)-AUPM*(AUM+AUMS)+AUTT;                    
  IDENT AUY=AUX+AUV1;                                                         
IDENT AUSPCT=AUS/(AUYS*AUPY);                                                 
IDENT AUA=AUA(-1)+AUS;                                                        
IDENT AUM00$A=AUM/AUE00-AUM00$B;                                              
IDENT AUEE=2*AUPSI1*AUE-AUEE(-1);                                             
IDENT AUUR=(AUL1-AUJ)/(AUL1);                                                 
IDENT AUJMIN=AUY/AULAM;                                                       
  IDENT AUZZ=LOG(AUY)-LOG(AUYS);                                              
IDENT AUPM=AUPSI2*AUPMP;                                                      
IDENT AUE=AUH*GEGEE;                                                          
IDENT AUNW=AUNW(-1)+AUI+AUV1+AUEX-AUIM;                                       
IDENT AUPX$=(AUE00/AUE)*AUPX;                                                 
GENR AULCIGZ=LOG((AUC+AUI+AUG)/AUPOP);                                        
GENR AULIMZ=LOG(AUIM/AUPOP);                                                  
GENR AULPY=LOG(AUPY);                                                         
GENR AULPM=LOG(AUPM);                                                         
GENR AULYZ=LOG(AUY/AUPOP);                                                    
GENR AUAZ=AUA/(AUYS*AUPY);                                                    
GENR AULW=LOG(AUW);                                                           
GENR AULCZ=LOG(AUC/AUPOP);                                                    
GENR AULM1Z=LOG(AUM1/(AUPOP*AUPY));                                           
GENR AULM1ZL=LOG(AUM1(-1)/(AUPOP(-1)*AUPY));                                  
GENR AULE=LOG(AUE);                                                           
GENR AULF=LOG(AUF);                                                           
GENR AULEE=LOG(AUEE);                                                         
GENR AULJ1=LOG(AUJ/AUJ(-1));                                                  
GENR AULY1=LOG(AUY/AUY(-1));                                                  
GENR AULEXL=LOG(AUJ/AUJMIN);                                                  
GENR AULL1Z=LOG(AUL1/AUPOP1);                                                 
GENR AUPCPY=100*((AUPY/AUPY(-1))**4-1);                                       
GENR AULRSZ=.25*LOG((1+AURS/100.)/(1+USRS/100.));                             
GENR AULPYZ=LOG(AUPY/USPY);                                                   
GENR AULPYZZ=LOG(AUPY/    AUPM);                                              
GENR AURBZ=      AURB-    AURS(-2);                                           
GENR AURBZZ=     AURB(-1)-AURS(-2);                                           
GENR AURSZ=      AURS-    AURS(-2);                                           
GENR AURSZZ=     AURS(-1)-AURS(-2);                                           
GENR AULWZ=LOG(  AUW/     AUPY);                                              
GENR AULRSZG=.25*LOG((1+AURS/100.)/(1+GEGERS/100.));                          
GENR AULPYZG=LOG(AUPY/GEGEPY);                                                
GENR AULH=LOG(AUH);                                                           
GENR AULH1=AULH-AULH(-1);                                                     
GENR AULHA=AULPYZG-AULH(-1);                                                  
GENR AULPXA=LOG(AUPX/(AUPW$*(AUE/AUE00)));                                    
GENR AULPXB=LOG(AUPY/(AUPW$*(AUE/AUE00)));                                    
GENR AULPXC=LOG(AUPW$*(AUE/AUE00));                                           
GENR AULPX=LOG(AUPX);                                                         
GENR AULI=LOG(AUI);                                                           
GENR AULY=LOG(AUY);                                                           
GENR AUYZ=AUY/AUPOP;                                                          
GENR AUGA2=100*((AUYZ/AUYZ(-1))**4-1.)                                        
          -100*(((GEGEY/GEGEPOP)/(GEGEY(-1)/GEGEPOP(-1)))**4-1.);             
CREATE AULGZ=LOG(AUG/AUPOP);                                                  
Name added to list: AULGZ           
CREATE AULEXZ=LOG(AUEX/AUPOP);                                                
Name added to list: AULEXZ          
EQ  53 AULIMZ C AULIMZ(-1) AULCIGZ AULPYZZ;                                   
EQUATION 53  AULIMZ  
   RHS     C  AULIMZ(-1)  AULCIGZ  AULPYZZ  
LHS AUIM=EXP(AULIMZ)*AUPOP;                                                   
EQ  54 AULCZ C AULCZ(-1) AULYZ AURS                                           
 FSR C AULGZ AULEXZ(-1) AULPY(-1) AULYZ(-1) AURB(-1)                          
 AULCZ(-1) AURS(-1)                                                           
;                                                                             
EQUATION 54  AULCZ  
   RHS     C  AULCZ(-1)  AULYZ  AURS  
   FSR     C  AULGZ  AULEXZ(-1)  AULPY(-1)  AULYZ(-1)  AURB(-1)  
   FSR     AULCZ(-1)  AURS(-1)  
LHS AUC=EXP(AULCZ)*AUPOP;                                                     
EQ  55 AULI C AULI(-1) AULY AURB                                              
 FSR C AULGZ AULEXZ(-1) AULPY(-1) AULYZ(-1) AURB(-1)                          
 AULI(-1) AULY(-1)                                                            
;                                                                             
EQUATION 55  AULI  
   RHS     C  AULI(-1)  AULY  AURB  
   FSR     C  AULGZ  AULEXZ(-1)  AULPY(-1)  AULYZ(-1)  AURB(-1)  
   FSR     AULI(-1)  AULY(-1)  
LHS AUI=EXP(AULI);                                                            
EQ  56 AULPY AULPY(-1) C T AULPM RHO=1                                        
 AUZZ(-1)                                                                     
 FSR C AULGZ AULEXZ(-1) AULPY(-1) AULYZ(-1) AURB(-1)                          
 AULPY(-2) T AULPM(-1)                                                        
 AUZZ(-1)                                                                     
 AUZZ(-2)                                                                     
;                                                                             
EQUATION 56  AULPY  RHO=1  
   RHS     AULPY(-1)  C  T  AULPM  AUZZ(-1)  
   FSR     C  AULGZ  AULEXZ(-1)  AULPY(-1)  AULYZ(-1)  AURB(-1)  
   FSR     AULPY(-2)  T  AULPM(-1)  AUZZ(-1)  AUZZ(-2)  
LHS AUPY=EXP(AULPY);                                                          
EQ  57 AURSA C AURS(-1) AUZZ USRS                                             
 FSR C AULGZ AULEXZ(-1) AULPY(-1) AULYZ(-1) AURB(-1)                          
 AURS(-1) GEGERS(-1) USRS(-1)                                                 
 AUZZ(-1)                                                                     
;                                                                             
EQUATION 57  AURSA  
   RHS     C  AURS(-1)  AUZZ  USRS  
   FSR     C  AULGZ  AULEXZ(-1)  AULPY(-1)  AULYZ(-1)  AURB(-1)  
   FSR     AURS(-1)  GEGERS(-1)  USRS(-1)  AUZZ(-1)  
LHS AURS=(1-EU1)*AURSA+EU1*EUEURS;                                            
EQ  58 AURBZ C AURBZZ AURSZ AURSZZ RHO=1                                      
 FSR C AULGZ AULEXZ(-1) AULPY(-1) AULYZ(-1) AURB(-1)                          
 AURB(-2) AURS(-1) AURS(-2) AURS(-3)                                          
;                                                                             
EQUATION 58  AURBZ  RHO=1  
   RHS     C  AURBZZ  AURSZ  AURSZZ  
   FSR     C  AULGZ  AULEXZ(-1)  AULPY(-1)  AULYZ(-1)  AURB(-1)  
   FSR     AURB(-2)  AURS(-1)  AURS(-2)  AURS(-3)  
LHS  AURB=      (1-EU1)*(AURBZ+   AURS(-2))+EU1*EUEURB;                       
GENR AULH1Z=AULH1-.050*AULHA;                                                 
EQ  59 AULH1Z C RHO=1                                                         
 FSR C AULGZ AULEXZ(-1) AULPY(-1) AULYZ(-1) AURB(-1)                          
 AULH1(-1) AULHA(-1)                                                          
;                                                                             
EQUATION 59  AULH1Z  RHO=1  
   RHS     C  
   FSR     C  AULGZ  AULEXZ(-1)  AULPY(-1)  AULYZ(-1)  AURB(-1)  
   FSR     AULH1(-1)  AULHA(-1)  
LHS AUH=(1-EU1)*(EXP(AULH1Z+.050*AULHA)*AUH(-1))+EU1*1;                       
EQ  60  AULF AULEE AULRSZ                                                     
  RHO=1                                                                       
;                                                                             
EQUATION 60  AULF  RHO=1  
   RHS     AULEE  AULRSZ  
LHS AUF=EXP(AULF);                                                            
EQ  61  AULPXA AULPXB RHO=2;                                                  
EQUATION 61  AULPXA  RHO=2  
   RHS     AULPXB  
LHS AUPX=EXP(AULPXA)*(AUPW$*(AUE/AUE00));                                     
EQ  62 AULJ1 C T AULEXL(-1)  AULY1                                            
 FSR C AULGZ AULEXZ(-1) AULPY(-1) AULYZ(-1) AURB(-1)                          
 AULJ1(-1) AULEXL(-1) T AULY1(-1)                                             
;                                                                             
EQUATION 62  AULJ1  
   RHS     C  T  AULEXL(-1)  AULY1  
   FSR     C  AULGZ  AULEXZ(-1)  AULPY(-1)  AULYZ(-1)  AURB(-1)  
   FSR     AULJ1(-1)  AULEXL(-1)  T  AULY1(-1)  
LHS AUJ=EXP(AULJ1)*AUJ(-1);                                                   
EQ  63 AULL1Z C T AULL1Z(-1) AUUR                                             
 FSR C AULGZ AULEXZ(-1) AULPY(-1) AULYZ(-1) AURB(-1)                          
 AULL1Z(-1) T AUUR(-1)                                                        
;                                                                             
EQUATION 63  AULL1Z  
   RHS     C  T  AULL1Z(-1)  AUUR  
   FSR     C  AULGZ  AULEXZ(-1)  AULPY(-1)  AULYZ(-1)  AURB(-1)  
   FSR     AULL1Z(-1)  T  AUUR(-1)  
LHS AUL1=EXP(AULL1Z)*AUPOP1;                                                  
  IDENT FRX=FRC+FRI+FRG+FREX-FRIM+FRSTAT;                                     
IDENT FRV1=FRY-FRX;                                                           
IDENT FRV1PCT=FRV1/FRYS;                                                      
IDENT FRV=FRV(-1)+FRV1;                                                       
 IDENT FRM=(FRIM-FRIMDS)/FRPM00-FRMS;                                         
  IDENT FREX=FRPX00*(FRE00*FRX00$+FRXS)+FREXDS;                               
  IDENT FRS=FRPX*(FRE00*FRX00$+FRXS)-FRPM*(FRM+FRMS)+FRTT;                    
IDENT FRSPCT=FRS/(FRYS*FRPY);                                                 
IDENT FRA=FRA(-1)+FRS;                                                        
IDENT FRM00$A=FRM/FRE00-FRM00$B;                                              
IDENT FREE=2*FRPSI1*FRE-FREE(-1);                                             
IDENT FRUR=(FRL1-FRJ)/(FRL1);                                                 
IDENT FRJMIN=FRY/FRLAM;                                                       
  IDENT FRZZ=LOG(FRY)-LOG(FRYS);                                              
IDENT FRPM=FRPSI2*FRPMP;                                                      
IDENT FRE=FRH*GEGEE;                                                          
IDENT FRNW=FRNW(-1)+FRI+FRV1+FREX-FRIM;                                       
IDENT FRPX$=(FRE00/FRE)*FRPX;                                                 
GENR FRLCIGZ=LOG((FRC+FRI+FRG)/FRPOP);                                        
GENR FRLIMZ=LOG(FRIM/FRPOP);                                                  
GENR FRLPY=LOG(FRPY);                                                         
GENR FRLPM=LOG(FRPM);                                                         
GENR FRLYZ=LOG(FRY/FRPOP);                                                    
GENR FRAZ=FRA/(FRYS*FRPY);                                                    
GENR FRLW=LOG(FRW);                                                           
GENR FRLCZ=LOG(FRC/FRPOP);                                                    
GENR FRLM1Z=LOG(FRM1/(FRPOP*FRPY));                                           
GENR FRLM1ZL=LOG(FRM1(-1)/(FRPOP(-1)*FRPY));                                  
GENR FRLE=LOG(FRE);                                                           
GENR FRLF=LOG(FRF);                                                           
GENR FRLEE=LOG(FREE);                                                         
GENR FRLJ1=LOG(FRJ/FRJ(-1));                                                  
GENR FRLY1=LOG(FRY/FRY(-1));                                                  
GENR FRLEXL=LOG(FRJ/FRJMIN);                                                  
GENR FRLL1Z=LOG(FRL1/(FRPOP1));                                               
GENR FRPCPY=100*((FRPY/FRPY(-1))**4-1);                                       
GENR FRLRSZ=.25*LOG((1+FRRS/100.)/(1+USRS/100.));                             
GENR FRLPYZ=LOG(FRPY/USPY);                                                   
GENR FRLPYZZ=LOG(FRPY/    FRPM);                                              
GENR FRRBZ=      FRRB-    FRRS(-2);                                           
GENR FRRBZZ=     FRRB(-1)-FRRS(-2);                                           
GENR FRRSZ=      FRRS-    FRRS(-2);                                           
GENR FRRSZZ=     FRRS(-1)-FRRS(-2);                                           
GENR FRLWZ=LOG(  FRW/     FRPY);                                              
GENR FRLRSZG=.25*LOG((1+FRRS/100.)/(1+GEGERS/100.));                          
GENR FRLPYZG=LOG(FRPY/GEGEPY);                                                
GENR FRLH=LOG(FRH);                                                           
GENR FRLH1=FRLH-FRLH(-1);                                                     
GENR FRLHA=FRLPYZG-FRLH(-1);                                                  
GENR FRLPXA=LOG(FRPX/(FRPW$*(FRE/FRE00)));                                    
GENR FRLPXB=LOG(FRPY/(FRPW$*(FRE/FRE00)));                                    
GENR FRLPXC=LOG(FRPW$*(FRE/FRE00));                                           
GENR FRLPX=LOG(FRPX);                                                         
GENR FRLI=LOG(FRI);                                                           
GENR FRLY=LOG(FRY);                                                           
GENR FRLX=LOG(FRX);                                                           
GENR FRLV=LOG(FRV);                                                           
GENR FRGA1=100*(FRY/FRYS-GEGEY/GEGEYS);                                       
CREATE FRLGZ=LOG(FRG/FRPOP);                                                  
Name added to list: FRLGZ           
CREATE FRLEXZ=LOG(FREX/FRPOP);                                                
Name added to list: FRLEXZ          
EQ  64 FRLIMZ C FRLIMZ(-1) FRLPYZZ FRLCIGZ                                    
 FSR C FRLGZ FRLEXZ(-1) FRLPY(-1) FRLYZ(-1) FRRB(-1)                          
 FRLIMZ(-1) FRLPYZZ(-1) FRLCIGZ(-1)                                           
;                                                                             
EQUATION 64  FRLIMZ  
   RHS     C  FRLIMZ(-1)  FRLPYZZ  FRLCIGZ  
   FSR     C  FRLGZ  FRLEXZ(-1)  FRLPY(-1)  FRLYZ(-1)  FRRB(-1)  
   FSR     FRLIMZ(-1)  FRLPYZZ(-1)  FRLCIGZ(-1)  
LHS FRIM=EXP(FRLIMZ)*FRPOP;                                                   
EQ  65 FRLCZ C FRLCZ(-1) FRLYZ                                                
  FRRS                                                                        
;                                                                             
EQUATION 65  FRLCZ  
   RHS     C  FRLCZ(-1)  FRLYZ  FRRS  
LHS FRC=EXP(FRLCZ)*FRPOP;                                                     
EQ  66 FRLI C FRLI(-1) FRLY FRRB(-1)                                          
 FSR C FRLGZ FRLEXZ(-1) FRLPY(-1) FRLYZ(-1) FRRB(-1)                          
 FRLI(-1) FRLY(-1)                                                            
;                                                                             
EQUATION 66  FRLI  
   RHS     C  FRLI(-1)  FRLY  FRRB(-1)  
   FSR     C  FRLGZ  FRLEXZ(-1)  FRLPY(-1)  FRLYZ(-1)  FRRB(-1)  
   FSR     FRLI(-1)  FRLY(-1)  
LHS FRI=EXP(FRLI);                                                            
EQ  67 FRLY C FRLY(-1) FRLX FRLV(-1) RHO=1;                                   
EQUATION 67  FRLY  RHO=1  
   RHS     C  FRLY(-1)  FRLX  FRLV(-1)  
LHS FRY=EXP(FRLY);                                                            
EQ  68 FRLPY FRLPY(-1) C T FRLPM FRZZ(-1) RHO=1                               
 FSR C FRLGZ FRLEXZ(-1) FRLPY(-1) FRLYZ(-1) FRRB(-1)                          
 FRLPY(-2) T                                                                  
 FRZZ(-1) FRLPM(-1)                                                           
 FRZZ(-2) FRLPM(-2)                                                           
;                                                                             
EQUATION 68  FRLPY  RHO=1  
   RHS     FRLPY(-1)  C  T  FRLPM  FRZZ(-1)  
   FSR     C  FRLGZ  FRLEXZ(-1)  FRLPY(-1)  FRLYZ(-1)  FRRB(-1)  
   FSR     FRLPY(-2)  T  FRZZ(-1)  FRLPM(-1)  FRZZ(-2)  FRLPM(-2)  
LHS FRPY=EXP(FRLPY);                                                          
@ SPECIAL EURO                                                                
@EQ 69 FRRSA GERS;                                                            
@COEF;                                                                        
@1 69 1.0                                                                     
@0                                                                            
EQ  69 FRRSA C FRRS(-1) USRS GEGERS                                           
  FRPCPY                                                                      
 FRZZ                                                                         
 FSR C FRLGZ FRLEXZ(-1) FRLPY(-1) FRLYZ(-1) FRRB(-1)                          
 FRRS(-1) USRS(-1) GEGERS(-1)                                                 
 FRZZ(-1)                                                                     
;                                                                             
EQUATION 69  FRRSA  
   RHS     C  FRRS(-1)  USRS  GEGERS  FRPCPY  FRZZ  
   FSR     C  FRLGZ  FRLEXZ(-1)  FRLPY(-1)  FRLYZ(-1)  FRRB(-1)  
   FSR     FRRS(-1)  USRS(-1)  GEGERS(-1)  FRZZ(-1)  
@ SPECIAL EURO END                                                            
LHS FRRS=(1-EU1)*FRRSA+EU1*EUEURS;                                            
@ SPECIAL EURO                                                                
@EQ 70 FRRB GERB;                                                             
@COEF;                                                                        
@1 70 1.0                                                                     
@0                                                                            
EQ  70 FRRBZ C FRRBZZ FRRSZ FRRSZZ RHO=1                                      
 FSR C FRLGZ FRLEXZ(-1) FRLPY(-1) FRLYZ(-1) FRRB(-1)                          
 FRRB(-2) FRRS(-1) FRRS(-2) FRRS(-3)                                          
;                                                                             
EQUATION 70  FRRBZ  RHO=1  
   RHS     C  FRRBZZ  FRRSZ  FRRSZZ  
   FSR     C  FRLGZ  FRLEXZ(-1)  FRLPY(-1)  FRLYZ(-1)  FRRB(-1)  
   FSR     FRRB(-2)  FRRS(-1)  FRRS(-2)  FRRS(-3)  
LHS  FRRB=  (1-EU1)*(FRRBZ+   FRRS(-2))+EU1*EUEURB;                           
@ SPECIAL EURO END                                                            
@ SPECIAL EURO                                                                
@EQ 71 FRH C;                                                                 
@COEF;                                                                        
@1 71 1.0                                                                     
@0                                                                            
EQ  71 FRLH1 C FRLHA RHO=1                                                    
 FSR C FRLGZ FRLEXZ(-1) FRLPY(-1) FRLYZ(-1) FRRB(-1)                          
 FRLH1(-1) FRLHA(-1)                                                          
;                                                                             
EQUATION 71  FRLH1  RHO=1  
   RHS     C  FRLHA  
   FSR     C  FRLGZ  FRLEXZ(-1)  FRLPY(-1)  FRLYZ(-1)  FRRB(-1)  
   FSR     FRLH1(-1)  FRLHA(-1)  
LHS FRH=(1-EU1)*(EXP(FRLH1)*FRH(-1))+EU1*1;                                   
@ SPECIAL EURO END                                                            
EQ  72  FRLF FRLEE FRLRSZ ;                                                   
EQUATION 72  FRLF  
   RHS     FRLEE  FRLRSZ  
LHS FRF=EXP(FRLF);                                                            
EQ  73  FRLPXA FRLPXB RHO=2;                                                  
EQUATION 73  FRLPXA  RHO=2  
   RHS     FRLPXB  
LHS FRPX=EXP(FRLPXA)*(FRPW$*(FRE/FRE00));                                     
EQ  74  FRLJ1 C T FRLEXL(-1) FRLY1 RHO=1                                      
;                                                                             
EQUATION 74  FRLJ1  RHO=1  
   RHS     C  T  FRLEXL(-1)  FRLY1  
LHS FRJ=EXP(FRLJ1)*FRJ(-1);                                                   
@IDENT GEV1=GEY-GEX;                                                          
IDENT GEV1PCT=GEV1/GEYS;                                                      
IDENT GEV=GEV(-1)+GEV1;                                                       
 IDENT GEM=(GEIM-GEIMDS)/GEPM00-GEMS;                                         
  IDENT GEEX=GEPX00*(GEE00*GEX00$+GEXS)+GEEXDS;                               
  IDENT GEX=GEC+GEI+GEG+GEEX-GEIM+GESTAT;                                     
  IDENT GES=GEPX*(GEE00*GEX00$+GEXS)-GEPM*(GEM+GEMS)+GETT;                    
  IDENT GEY=GEX+GEV1;                                                         
IDENT GESPCT=GES/(GEYS*GEPY);                                                 
IDENT GEA=GEA(-1)+GES;                                                        
IDENT GEM00$A=GEM/GEE00-GEM00$B;                                              
IDENT GEEE=2*GEPSI1*GEE-GEEE(-1);                                             
IDENT GEUR=(GEL1-GEJ)/(GEL1);                                                 
IDENT GEJMIN=GEY/GELAM;                                                       
  IDENT GEZZ=LOG(GEY)-LOG(GEYS);                                              
IDENT GEPM=GEPSI2*GEPMP;                                                      
IDENT GENW=GENW(-1)+GEI+GEV1+GEEX-GEIM;                                       
IDENT GEPX$=(GEE00/GEE)*GEPX;                                                 
GENR GELCIGZ=LOG((GEC+GEI+GEG)/GEPOP);                                        
GENR GELIMZ=LOG(GEIM/GEPOP);                                                  
GENR GELPY=LOG(GEPY);                                                         
GENR GELPM=LOG(GEPM);                                                         
GENR GELYZ=LOG(GEY/GEPOP);                                                    
GENR GEAZ=GEA/(GEYS*GEPY);                                                    
GENR GELW=LOG(GEW);                                                           
GENR GELCZ=LOG(GEC/GEPOP);                                                    
GENR GELM1Z=LOG(GEM1/(GEPOP*GEPY));                                           
GENR GELM1ZL=LOG(GEM1(-1)/(GEPOP(-1)*GEPY));                                  
GENR GELE=LOG(GEE);                                                           
GENR GELF=LOG(GEF);                                                           
GENR GELEE=LOG(GEEE);                                                         
GENR GELJ1=LOG(GEJ/GEJ(-1));                                                  
GENR GELY1=LOG(GEY/GEY(-1));                                                  
GENR GELEXL=LOG(GEJ/GEJMIN);                                                  
GENR GELL1Z=LOG(GEL1/(GEPOP1));                                               
GENR GEPCPY=100*((GEPY/GEPY(-1))**4-1);                                       
GENR GELRSZ=.25*LOG((1+GERS/100.)/(1+USRS/100.));                             
GENR GELPYZ=LOG(GEPY/USPY);                                                   
GENR GELPYZZ=LOG(GEPY/    GEPM);                                              
GENR GERBZ=      GERB-    GERS(-2);                                           
GENR GERBZZ=     GERB(-1)-GERS(-2);                                           
GENR GERSZ=      GERS-    GERS(-2);                                           
GENR GERSZZ=     GERS(-1)-GERS(-2);                                           
GENR GELWZ=LOG(  GEW/     GEPY);                                              
GENR GELE1=GELE-GELE(-1);                                                     
GENR GELEA=GELPYZ-GELE(-1);                                                   
GENR GELPXA=LOG(GEPX/(GEPW$*(GEE/GEE00)));                                    
GENR GELPXB=LOG(GEPY/(GEPW$*(GEE/GEE00)));                                    
GENR GELPXC=LOG(GEPW$*(GEE/GEE00));                                           
GENR GELPX=LOG(GEPX);                                                         
GENR GELI=LOG(GEI);                                                           
GENR GELY=LOG(GEY);                                                           
CREATE GELGZ=LOG(GEG/GEPOP);                                                  
Name added to list: GELGZ           
CREATE GELEXZ=LOG(GEEX/GEPOP);                                                
Name added to list: GELEXZ          
EQ  75 GELIMZ C GELIMZ(-1) GELCIGZ                                            
 GELPYZZ                                                                      
;                                                                             
EQUATION 75  GELIMZ  
   RHS     C  GELIMZ(-1)  GELCIGZ  GELPYZZ  
LHS GEIM=EXP(GELIMZ)*GEPOP;                                                   
EQ  76 GELCZ C GELCZ(-1) GELYZ                                                
;                                                                             
EQUATION 76  GELCZ  
   RHS     C  GELCZ(-1)  GELYZ  
LHS GEC=EXP(GELCZ)*GEPOP;                                                     
EQ  77 GELI C GELI(-1) GELY GERB                                              
;                                                                             
EQUATION 77  GELI  
   RHS     C  GELI(-1)  GELY  GERB  
LHS GEI=EXP(GELI);                                                            
EQ  78 GELPY GELPY(-1) C T GELPM                                              
 GEZZ(-1)                                                                     
 FSR C GELGZ GELEXZ(-1) GELPY(-1) GELYZ(-1) GERB(-1)                          
 T                                                                            
 GELPM(-1)                                                                    
 GEZZ(-1) GEZZ(-2) GELPY(-2)                                                  
;                                                                             
EQUATION 78  GELPY  
   RHS     GELPY(-1)  C  T  GELPM  GEZZ(-1)  
   FSR     C  GELGZ  GELEXZ(-1)  GELPY(-1)  GELYZ(-1)  GERB(-1)  
   FSR     T  GELPM(-1)  GEZZ(-1)  GEZZ(-2)  GELPY(-2)  
EQ  79 GELM1Z C GELM1Z(-1) GERS GELYZ                                         
 FSR C GELGZ GELEXZ(-1) GELPY(-1) GELYZ(-1) GERB(-1)                          
 GELM1Z(-1) GERS(-1)                                                          
;                                                                             
EQUATION 79  GELM1Z  
   RHS     C  GELM1Z(-1)  GERS  GELYZ  
   FSR     C  GELGZ  GELEXZ(-1)  GELPY(-1)  GELYZ(-1)  GERB(-1)  
   FSR     GELM1Z(-1)  GERS(-1)  
LHS GEM1=EXP(GELM1Z)*GEPOP*GEPY;                                              
LHS GEPY=EXP(GELPY);                                                          
EQ  80 GERSA C GERS(-1) GEZZ USRS GEPCPY(-1)                                  
 FSR C GELGZ GELEXZ(-1) GELPY(-1) GELYZ(-1) GERB(-1)                          
 GERS(-1) GEZZ(-1) USRS(-1) GELPY(-2)                                         
;                                                                             
EQUATION 80  GERSA  
   RHS     C  GERS(-1)  GEZZ  USRS  GEPCPY(-1)  
   FSR     C  GELGZ  GELEXZ(-1)  GELPY(-1)  GELYZ(-1)  GERB(-1)  
   FSR     GERS(-1)  GEZZ(-1)  USRS(-1)  GELPY(-2)  
LHS GERS=(1-EU1)*GERSA+EU1*EUEURS;                                            
EQ  81 GERBZ C GERBZZ GERSZ GERSZZ                                            
 FSR C GELGZ GELEXZ(-1) GELPY(-1) GELYZ(-1) GERB(-1)                          
 GERB(-2) GERS(-1) GERS(-2)                                                   
;                                                                             
EQUATION 81  GERBZ  
   RHS     C  GERBZZ  GERSZ  GERSZZ  
   FSR     C  GELGZ  GELEXZ(-1)  GELPY(-1)  GELYZ(-1)  GERB(-1)  
   FSR     GERB(-2)  GERS(-1)  GERS(-2)  
LHS  GERB=  (1-EU1)*(GERBZ+   GERS(-2))+EU1*EUEURB;                           
EQ  82 GELE1 C GELEA GELRSZ RHO=1                                             
 FSR C GELGZ GELEXZ(-1) GELPY(-1) GELYZ(-1) GERB(-1)                          
 GELE1(-1) GELEA(-1) GELRSZ(-1)                                               
;                                                                             
EQUATION 82  GELE1  RHO=1  
   RHS     C  GELEA  GELRSZ  
   FSR     C  GELGZ  GELEXZ(-1)  GELPY(-1)  GELYZ(-1)  GERB(-1)  
   FSR     GELE1(-1)  GELEA(-1)  GELRSZ(-1)  
EQ  83  GELF GELEE GELRSZ RHO=1;                                              
EQUATION 83  GELF  RHO=1  
   RHS     GELEE  GELRSZ  
LHS GEF=EXP(GELF);                                                            
EQ  84  GELPXA GELPXB RHO=2 ;                                                 
EQUATION 84  GELPXA  RHO=2  
   RHS     GELPXB  
LHS GEPX=EXP(GELPXA)*(GEPW$*(GEE/GEE00));                                     
LHS GEE=(1-EU1)*(EXP(GELE1)*GEE(-1))+EU1*EUE;                                 
EQ  85  GELJ1 C T GELEXL(-1) GELY1                                            
 FSR C GELGZ GELEXZ(-1) GELPY(-1) GELYZ(-1) GERB(-1)                          
 GELJ1(-1) T GELEXL(-1) GELY1(-1)                                             
;                                                                             
EQUATION 85  GELJ1  
   RHS     C  T  GELEXL(-1)  GELY1  
   FSR     C  GELGZ  GELEXZ(-1)  GELPY(-1)  GELYZ(-1)  GERB(-1)  
   FSR     GELJ1(-1)  T  GELEXL(-1)  GELY1(-1)  
LHS GEJ=EXP(GELJ1)*GEJ(-1);                                                   
GENR GEGERS=GERS;                                                             
GENR GEGEPY=GEPY;                                                             
GENR GEGEY=GEY;                                                               
GENR GEGEYS=GEYS;                                                             
GENR GEGEPOP=GEPOP;                                                           
GENR GEGEE=GEE;                                                               
GENR GEGERB=GERB;                                                             
  IDENT ITX=ITC+ITI+ITG+ITEX-ITIM+ITSTAT;                                     
IDENT ITV1=ITY-ITX;                                                           
IDENT ITV1PCT=ITV1/ITYS;                                                      
IDENT ITV=ITV(-1)+ITV1;                                                       
 IDENT ITM=(ITIM-ITIMDS)/ITPM00-ITMS;                                         
  IDENT ITEX=ITPX00*(ITE00*ITX00$+ITXS)+ITEXDS;                               
  IDENT ITS=ITPX*(ITE00*ITX00$+ITXS)-ITPM*(ITM+ITMS)+ITTT;                    
IDENT ITSPCT=ITS/(ITYS*ITPY);                                                 
IDENT ITA=ITA(-1)+ITS;                                                        
IDENT ITM00$A=ITM/ITE00-ITM00$B;                                              
IDENT ITEE=2*ITPSI1*ITE-ITEE(-1);                                             
IDENT ITUR=(ITL1-ITJ)/(ITL1);                                                 
IDENT ITJMIN=ITY/ITLAM;                                                       
  IDENT ITZZ=LOG(ITY)-LOG(ITYS);                                              
IDENT ITPM=ITPSI2*ITPMP;                                                      
IDENT ITE=ITH*GEGEE;                                                          
IDENT ITNW=ITNW(-1)+ITI+ITV1+ITEX-ITIM;                                       
IDENT ITPX$=(ITE00/ITE)*ITPX;                                                 
GENR ITLCIGZ=LOG((ITC+ITI+ITG)/ITPOP);                                        
GENR ITLIMZ=LOG(ITIM/ITPOP);                                                  
GENR ITLPY=LOG(ITPY);                                                         
GENR ITLPM=LOG(ITPM);                                                         
GENR ITLYZ=LOG(ITY/ITPOP);                                                    
GENR ITAZ=ITA/(ITYS*ITPY);                                                    
GENR ITLW=LOG(ITW);                                                           
GENR ITLCZ=LOG(ITC/ITPOP);                                                    
GENR ITLM1Z=LOG(ITM1/(ITPOP*ITPY));                                           
GENR ITLM1ZL=LOG(ITM1(-1)/(ITPOP(-1)*ITPY));                                  
GENR ITLE=LOG(ITE);                                                           
GENR ITLF=LOG(ITF);                                                           
GENR ITLEE=LOG(ITEE);                                                         
GENR ITLJ1=LOG(ITJ/ITJ(-1));                                                  
GENR ITLY1=LOG(ITY/ITY(-1));                                                  
GENR ITLEXL=LOG(ITJ/ITJMIN);                                                  
GENR ITLL1Z=LOG(ITL1/ITPOP1);                                                 
GENR ITPCPY=100*((ITPY/ITPY(-1))**4-1);                                       
GENR ITLRSZ=.25*LOG((1+ITRS/100.)/(1+USRS/100.));                             
GENR ITLPYZ=LOG(ITPY/USPY);                                                   
GENR ITLPYZZ=LOG(ITPY/    ITPM);                                              
GENR ITRBZ=      ITRB-    ITRS(-2);                                           
GENR ITRBZZ=     ITRB(-1)-ITRS(-2);                                           
GENR ITRSZ=      ITRS-    ITRS(-2);                                           
GENR ITRSZZ=     ITRS(-1)-ITRS(-2);                                           
GENR ITLWZ=LOG(  ITW/     ITPY);                                              
GENR ITLRSZG=.25*LOG((1+ITRS/100.)/(1+GEGERS/100.));                          
GENR ITLPYZG=LOG(ITPY/GEGEPY);                                                
GENR ITLH=LOG(ITH);                                                           
GENR ITLH1=ITLH-ITLH(-1);                                                     
GENR ITLHA=ITLPYZG-ITLH(-1);                                                  
GENR ITLPXA=LOG(ITPX/(ITPW$*(ITE/ITE00)));                                    
GENR ITLPXB=LOG(ITPY/(ITPW$*(ITE/ITE00)));                                    
GENR ITLPXC=LOG(ITPW$*(ITE/ITE00));                                           
GENR ITLPX=LOG(ITPX);                                                         
GENR ITLI=LOG(ITI);                                                           
GENR ITLY=LOG(ITY);                                                           
GENR ITLX=LOG(ITX);                                                           
GENR ITLV=LOG(ITV+50000);                                                     
CREATE ITLGZ=LOG(ITG/ITPOP);                                                  
Name added to list: ITLGZ           
CREATE ITLEXZ=LOG(ITEX/ITPOP);                                                
Name added to list: ITLEXZ          
EQ  86 ITLIMZ C ITLIMZ(-1) ITLPYZZ ITLCIGZ                                    
 FSR C ITLGZ ITLEXZ(-1) ITLPY(-1) ITLYZ(-1) ITRB(-1)                          
 ITLIMZ(-1) ITLPYZZ(-1) ITLCIGZ(-1)                                           
;                                                                             
EQUATION 86  ITLIMZ  
   RHS     C  ITLIMZ(-1)  ITLPYZZ  ITLCIGZ  
   FSR     C  ITLGZ  ITLEXZ(-1)  ITLPY(-1)  ITLYZ(-1)  ITRB(-1)  
   FSR     ITLIMZ(-1)  ITLPYZZ(-1)  ITLCIGZ(-1)  
LHS ITIM=EXP(ITLIMZ)*ITPOP;                                                   
EQ  87 ITLCZ C ITLCZ(-1) ITRS ITLYZ                                           
 FSR C ITLGZ ITLEXZ(-1) ITLPY(-1) ITLYZ(-1) ITRB(-1)                          
 ITLCZ(-1) ITRS(-1)                                                           
;                                                                             
EQUATION 87  ITLCZ  
   RHS     C  ITLCZ(-1)  ITRS  ITLYZ  
   FSR     C  ITLGZ  ITLEXZ(-1)  ITLPY(-1)  ITLYZ(-1)  ITRB(-1)  
   FSR     ITLCZ(-1)  ITRS(-1)  
LHS ITC=EXP(ITLCZ)*ITPOP;                                                     
EQ  88 ITLI C ITLI(-1) ITLY ITRB(-1)                                          
 FSR C ITLGZ ITLEXZ(-1) ITLPY(-1) ITLYZ(-1) ITRB(-1)                          
 ITLI(-1) ITLY(-2)                                                            
;                                                                             
EQUATION 88  ITLI  
   RHS     C  ITLI(-1)  ITLY  ITRB(-1)  
   FSR     C  ITLGZ  ITLEXZ(-1)  ITLPY(-1)  ITLYZ(-1)  ITRB(-1)  
   FSR     ITLI(-1)  ITLY(-2)  
LHS ITI=EXP(ITLI);                                                            
EQ  89  ITLY C ITLY(-1) ITLX ITLV(-1) RHO=1;                                  
EQUATION 89  ITLY  RHO=1  
   RHS     C  ITLY(-1)  ITLX  ITLV(-1)  
LHS ITY=EXP(ITLY);                                                            
EQ  90 ITLPY ITLPY(-1) C T ITLPM                                              
 ITZZ(-1)                                                                     
 FSR C ITLGZ ITLEXZ(-1) ITLPY(-1) ITLYZ(-1) ITRB(-1)                          
 T ITLPM(-1)                                                                  
 ITZZ(-1) ITZZ(-2) ITLPY(-2)                                                  
;                                                                             
EQUATION 90  ITLPY  
   RHS     ITLPY(-1)  C  T  ITLPM  ITZZ(-1)  
   FSR     C  ITLGZ  ITLEXZ(-1)  ITLPY(-1)  ITLYZ(-1)  ITRB(-1)  
   FSR     T  ITLPM(-1)  ITZZ(-1)  ITZZ(-2)  ITLPY(-2)  
LHS ITPY=EXP(ITLPY);                                                          
@ SPECIAL EURO                                                                
@EQ 91 ITRSA GERS;                                                            
@COEF;                                                                        
@1 91 1.0                                                                     
@0                                                                            
EQ  91 ITRSA C ITRS(-1) ITPCPY ITZZ RHO=1                                     
 FSR C ITLGZ ITLEXZ(-1) ITLPY(-1) ITLYZ(-1) ITRB(-1)                          
 ITRS(-1) ITRS(-2) ITZZ(-1)                                                   
 ITZZ(-2) ITLPY(-2)                                                           
;                                                                             
EQUATION 91  ITRSA  RHO=1  
   RHS     C  ITRS(-1)  ITPCPY  ITZZ  
   FSR     C  ITLGZ  ITLEXZ(-1)  ITLPY(-1)  ITLYZ(-1)  ITRB(-1)  
   FSR     ITRS(-1)  ITRS(-2)  ITZZ(-1)  ITZZ(-2)  ITLPY(-2)  
@ SPECIAL EURO END                                                            
LHS ITRS=(1-EU1)*ITRSA+EU1*EUEURS;                                            
@ SPECIAL EURO                                                                
@EQ 92 ITRB GERB;                                                             
@COEF;                                                                        
@1 92 1.0                                                                     
@0                                                                            
EQ  92 ITRBZ C ITRBZZ ITRSZ ITRSZZ RHO=1                                      
 FSR C ITLGZ ITLEXZ(-1) ITLPY(-1) ITLYZ(-1) ITRB(-1)                          
 ITRB(-2) ITRS(-1) ITRS(-2) ITRS(-3)                                          
;                                                                             
EQUATION 92  ITRBZ  RHO=1  
   RHS     C  ITRBZZ  ITRSZ  ITRSZZ  
   FSR     C  ITLGZ  ITLEXZ(-1)  ITLPY(-1)  ITLYZ(-1)  ITRB(-1)  
   FSR     ITRB(-2)  ITRS(-1)  ITRS(-2)  ITRS(-3)  
LHS  ITRB= (1-EU1)*(ITRBZ+   ITRS(-2))+EU1*EUEURB;                            
@ SPECIAL EURO END                                                            
GENR ITLH1Z=ITLH1-.050*ITLHA;                                                 
@ SPECIAL EURO                                                                
@EQ 93 ITH C;                                                                 
@COEF;                                                                        
@1 93 1.0                                                                     
@0                                                                            
EQ  93 ITLH1Z C RHO=1                                                         
 FSR C ITLGZ ITLEXZ(-1) ITLPY(-1) ITLYZ(-1) ITRB(-1)                          
 ITLH1(-1) ITLHA(-1)                                                          
;                                                                             
EQUATION 93  ITLH1Z  RHO=1  
   RHS     C  
   FSR     C  ITLGZ  ITLEXZ(-1)  ITLPY(-1)  ITLYZ(-1)  ITRB(-1)  
   FSR     ITLH1(-1)  ITLHA(-1)  
LHS ITH=(1-EU1)*(EXP(ITLH1Z+.050*ITLHA)*ITH(-1))+EU1*1;                       
@ SPECIAL EURO END                                                            
EQ  94  ITLF ITLEE ITLRSZ ;                                                   
EQUATION 94  ITLF  
   RHS     ITLEE  ITLRSZ  
LHS ITF=EXP(ITLF);                                                            
EQ  95  ITLPXA ITLPXB RHO=2;                                                  
EQUATION 95  ITLPXA  RHO=2  
   RHS     ITLPXB  
LHS ITPX=EXP(ITLPXA)*(ITPW$*(ITE/ITE00));                                     
EQ  96  ITLJ1 C T ITLEXL(-1) ITLY1                                            
;                                                                             
EQUATION 96  ITLJ1  
   RHS     C  T  ITLEXL(-1)  ITLY1  
LHS ITJ=EXP(ITLJ1)*ITJ(-1);                                                   
@IDENT NEV1=NEY-NEX;                                                          
IDENT NEV1PCT=NEV1/NEYS;                                                      
IDENT NEV=NEV(-1)+NEV1;                                                       
 IDENT NEM=(NEIM-NEIMDS)/NEPM00-NEMS;                                         
  IDENT NEEX=NEPX00*(NEE00*NEX00$+NEXS)+NEEXDS;                               
  IDENT NEX=NEC+NEI+NEG+NEEX-NEIM+NESTAT;                                     
  IDENT NES=NEPX*(NEE00*NEX00$+NEXS)-NEPM*(NEM+NEMS)+NETT;                    
  IDENT NEY=NEX+NEV1;                                                         
IDENT NESPCT=NES/(NEYS*NEPY);                                                 
IDENT NEA=NEA(-1)+NES;                                                        
IDENT NEM00$A=NEM/NEE00-NEM00$B;                                              
IDENT NEEE=2*NEPSI1*NEE-NEEE(-1);                                             
IDENT NEUR=(NEL1-NEJ)/(NEL1);                                                 
IDENT NEJMIN=NEY/NELAM;                                                       
  IDENT NEZZ=LOG(NEY)-LOG(NEYS);                                              
IDENT NEPM=NEPSI2*NEPMP;                                                      
IDENT NEE=NEH*GEGEE;                                                          
IDENT NENW=NENW(-1)+NEI+NEV1+NEEX-NEIM;                                       
IDENT NEPX$=(NEE00/NEE)*NEPX;                                                 
GENR NELCIGZ=LOG((NEC+NEI+NEG)/NEPOP);                                        
GENR NELIMZ=LOG(NEIM/NEPOP);                                                  
GENR NELPY=LOG(NEPY);                                                         
GENR NELPM=LOG(NEPM);                                                         
GENR NELYZ=LOG(NEY/NEPOP);                                                    
GENR NEAZ=NEA/(NEYS*NEPY);                                                    
GENR NELW=LOG(NEW);                                                           
GENR NELCZ=LOG(NEC/NEPOP);                                                    
GENR NELM1Z=LOG(NEM1/(NEPOP*NEPY));                                           
GENR NELM1ZL=LOG(NEM1(-1)/(NEPOP(-1)*NEPY));                                  
GENR NELE=LOG(NEE);                                                           
GENR NELF=LOG(NEF);                                                           
GENR NELEE=LOG(NEEE);                                                         
GENR NELJ1=LOG(NEJ/NEJ(-1));                                                  
GENR NELY1=LOG(NEY/NEY(-1));                                                  
GENR NELEXL=LOG(NEJ/NEJMIN);                                                  
GENR NELL1Z=LOG(NEL1/NEPOP1);                                                 
GENR NEPCPY=100*((NEPY/NEPY(-1))**4-1);                                       
GENR NELRSZ=.25*LOG((1+NERS/100.)/(1+USRS/100.));                             
GENR NELPYZ=LOG(NEPY/USPY);                                                   
GENR NELPYZZ=LOG(NEPY/    NEPM);                                              
GENR NERBZ=      NERB-    NERS(-2);                                           
GENR NERBZZ=     NERB(-1)-NERS(-2);                                           
GENR NERSZ=      NERS-    NERS(-2);                                           
GENR NERSZZ=     NERS(-1)-NERS(-2);                                           
GENR NELWZ=LOG(  NEW/     NEPY);                                              
GENR NELRSZG=.25*LOG((1+NERS/100.)/(1+GEGERS/100.));                          
GENR NELPYZG=LOG(NEPY/GEGEPY);                                                
GENR NELH=LOG(NEH);                                                           
GENR NELH1=NELH-NELH(-1);                                                     
GENR NELHA=NELPYZG-NELH(-1);                                                  
GENR NELPXA=LOG(NEPX/(NEPW$*(NEE/NEE00)));                                    
GENR NELPXB=LOG(NEPY/(NEPW$*(NEE/NEE00)));                                    
GENR NELPXC=LOG(NEPW$*(NEE/NEE00));                                           
GENR NELPX=LOG(NEPX);                                                         
GENR NELI=LOG(NEI);                                                           
GENR NELY=LOG(NEY);                                                           
CREATE NELGZ=LOG(NEG/NEPOP);                                                  
Name added to list: NELGZ           
CREATE NELEXZ=LOG(NEEX/NEPOP);                                                
Name added to list: NELEXZ          
EQ  97 NELIMZ C NELIMZ(-1) NELPYZZ NELCIGZ                                    
     FSR C NELGZ NELEXZ(-1) NELPY(-1) NELYZ(-1) NERB(-1)                      
 NELIMZ(-1) NELPYZZ(-1) NELCIGZ(-1);                                          
EQUATION 97  NELIMZ  
   RHS     C  NELIMZ(-1)  NELPYZZ  NELCIGZ  
   FSR     C  NELGZ  NELEXZ(-1)  NELPY(-1)  NELYZ(-1)  NERB(-1)  
   FSR     NELIMZ(-1)  NELPYZZ(-1)  NELCIGZ(-1)  
LHS NEIM=EXP(NELIMZ)*NEPOP;                                                   
EQ  98 NELCZ C NELCZ(-1) NELYZ NERB ;                                         
EQUATION 98  NELCZ  
   RHS     C  NELCZ(-1)  NELYZ  NERB  
LHS NEC=EXP(NELCZ)*NEPOP;                                                     
EQ  99 NELI C NELI(-1) NELY NERB(-1)                                          
 FSR C NELGZ NELEXZ(-1) NELPY(-1) NELYZ(-1) NERB(-1)                          
 NELI(-1) NELY(-1)                                                            
;                                                                             
EQUATION 99  NELI  
   RHS     C  NELI(-1)  NELY  NERB(-1)  
   FSR     C  NELGZ  NELEXZ(-1)  NELPY(-1)  NELYZ(-1)  NERB(-1)  
   FSR     NELI(-1)  NELY(-1)  
LHS NEI=EXP(NELI);                                                            
EQ 100 NELPY NELPY(-1) C T NELPM  NEZZ(-1) ;                                  
EQUATION 100  NELPY  
   RHS     NELPY(-1)  C  T  NELPM  NEZZ(-1)  
EQ 101 NELM1Z C NELM1ZL NERS NELYZ                                            
;                                                                             
EQUATION 101  NELM1Z  
   RHS     C  NELM1ZL  NERS  NELYZ  
LHS NEM1=EXP(NELM1Z)*NEPOP*NEPY;                                              
LHS NEPY=EXP(NELPY);                                                          
@ SPECIAL EURO                                                                
@EQ 102 NERSA GERS;                                                           
@COEF;                                                                        
@1 102 1.0                                                                    
@0                                                                            
EQ 102 NERSA C NERS(-1) NEZZ GEGERS USRS                                      
 FSR C NELGZ NELEXZ(-1) NELPY(-1) NELYZ(-1) NERB(-1)                          
 NERS(-1) NEZZ(-1) GEGERS(-1) USRS(-1)                                        
;                                                                             
EQUATION 102  NERSA  
   RHS     C  NERS(-1)  NEZZ  GEGERS  USRS  
   FSR     C  NELGZ  NELEXZ(-1)  NELPY(-1)  NELYZ(-1)  NERB(-1)  
   FSR     NERS(-1)  NEZZ(-1)  GEGERS(-1)  USRS(-1)  
@ SPECIAL EURO END                                                            
LHS NERS=(1-EU1)*NERSA+EU1*EUEURS;                                            
@ SPECIAL EURO                                                                
@EQ 103 NERB GERB;                                                            
@COEF;                                                                        
@1 103 1.0                                                                    
@0                                                                            
EQ 103 NERBZ C NERBZZ NERSZ NERSZZ                                            
 FSR C NELGZ NELEXZ(-1) NELPY(-1) NELYZ(-1) NERB(-1)                          
 NERB(-2) NERS(-1) NERS(-2)                                                   
;                                                                             
EQUATION 103  NERBZ  
   RHS     C  NERBZZ  NERSZ  NERSZZ  
   FSR     C  NELGZ  NELEXZ(-1)  NELPY(-1)  NELYZ(-1)  NERB(-1)  
   FSR     NERB(-2)  NERS(-1)  NERS(-2)  
LHS  NERB=  (1-EU1)*(NERBZ+   NERS(-2))+EU1*EUEURB;                           
@ SPECIAL EURO END                                                            
GENR NELH1Z=NELH1-.050*NELHA;                                                 
@ SPECIAL EURO                                                                
@EQ 104 NEH C;                                                                
@COEF;                                                                        
@1 104 1.0                                                                    
@0                                                                            
EQ 104 NELH1Z C NELRSZG                                                       
 FSR C NELGZ NELEXZ(-1) NELPY(-1) NELYZ(-1) NERB(-1)                          
 NELH1(-1) NELHA(-1) NELRSZG(-1)                                              
;                                                                             
EQUATION 104  NELH1Z  
   RHS     C  NELRSZG  
   FSR     C  NELGZ  NELEXZ(-1)  NELPY(-1)  NELYZ(-1)  NERB(-1)  
   FSR     NELH1(-1)  NELHA(-1)  NELRSZG(-1)  
LHS NEH=(1-EU1)*(EXP(NELH1Z+.050*NELHA)*NEH(-1))+EU1*1;                       
@ SPECIAL EURO END                                                            
EQ 105  NELF NELEE NELRSZ ;                                                   
EQUATION 105  NELF  
   RHS     NELEE  NELRSZ  
LHS NEF=EXP(NELF);                                                            
EQ 106  NELPXA NELPXB RHO=2;                                                  
EQUATION 106  NELPXA  RHO=2  
   RHS     NELPXB  
LHS NEPX=EXP(NELPXA)*(NEPW$*(NEE/NEE00));                                     
EQ 107 NELJ1 C T NELEXL(-1) NELY1                                             
 FSR C NELGZ NELEXZ(-1) NELPY(-1) NELYZ(-1) NERB(-1)                          
 NELJ1(-1) NELEXL(-1) T NELY1(-1)                                             
;                                                                             
EQUATION 107  NELJ1  
   RHS     C  T  NELEXL(-1)  NELY1  
   FSR     C  NELGZ  NELEXZ(-1)  NELPY(-1)  NELYZ(-1)  NERB(-1)  
   FSR     NELJ1(-1)  NELEXL(-1)  T  NELY1(-1)  
LHS NEJ=EXP(NELJ1)*NEJ(-1);                                                   
@IDENT STV1=STY-STX;                                                          
IDENT STV1PCT=STV1/STYS;                                                      
IDENT STV=STV(-1)+STV1;                                                       
 IDENT STM=(STIM-STIMDS)/STPM00-STMS;                                         
  IDENT STEX=STPX00*(STE00*STX00$+STXS)+STEXDS;                               
  IDENT STX=STC+STI+STG+STEX-STIM+STSTAT;                                     
  IDENT STY=STX+STV1;                                                         
  IDENT STS=STPX*(STE00*STX00$+STXS)-STPM*(STM+STMS)+STTT;                    
IDENT STSPCT=STS/(STYS*STPY);                                                 
IDENT STA=STA(-1)+STS;                                                        
IDENT STM00$A=STM/STE00-STM00$B;                                              
IDENT STEE=2*STPSI1*STE-STEE(-1);                                             
IDENT STUR=(STL1-STJ)/(STL1);                                                 
IDENT STJMIN=STY/STLAM;                                                       
  IDENT STZZ=LOG(STY)-LOG(STYS);                                              
IDENT STPM=STPSI2*STPMP;                                                      
IDENT STE=STH*GEGEE;                                                          
IDENT STNW=STNW(-1)+STI+STV1+STEX-STIM;                                       
IDENT STPX$=(STE00/STE)*STPX;                                                 
GENR STLCIGZ=LOG((STC+STI+STG)/STPOP);                                        
GENR STLIMZ=LOG(STIM/STPOP);                                                  
GENR STLPY=LOG(STPY);                                                         
GENR STLPM=LOG(STPM);                                                         
GENR STLYZ=LOG(STY/STPOP);                                                    
GENR STAZ=STA/(STYS*STPY);                                                    
GENR STLW=LOG(STW);                                                           
GENR STLCZ=LOG(STC/STPOP);                                                    
GENR STLM1Z=LOG(STM1/(STPOP*STPY));                                           
GENR STLM1ZL=LOG(STM1(-1)/(STPOP(-1)*STPY));                                  
GENR STLE=LOG(STE);                                                           
GENR STLF=LOG(STF);                                                           
GENR STLEE=LOG(STEE);                                                         
GENR STLJ1=LOG(STJ/STJ(-1));                                                  
GENR STLY1=LOG(STY/STY(-1));                                                  
GENR STLEXL=LOG(STJ/STJMIN);                                                  
GENR STLL1Z=LOG(STL1/STPOP1);                                                 
GENR STPCPY=100*((STPY/STPY(-1))**4-1);                                       
GENR STLRSZ=.25*LOG((1+STRS/100.)/(1+USRS/100.));                             
GENR STLPYZ=LOG(STPY/USPY);                                                   
GENR STLPYZZ=LOG(STPY/    STPM);                                              
GENR STRBZ=      STRB-    STRS(-2);                                           
GENR STRBZZ=     STRB(-1)-STRS(-2);                                           
GENR STRSZ=      STRS-    STRS(-2);                                           
GENR STRSZZ=     STRS(-1)-STRS(-2);                                           
GENR STLWZ=LOG(  STW/     STPY);                                              
GENR STLRSZG=.25*LOG((1+STRS/100.)/(1+GEGERS/100.));                          
GENR STLPYZG=LOG(STPY/GEGEPY);                                                
GENR STLH=LOG(STH);                                                           
GENR STLH1=STLH-STLH(-1);                                                     
GENR STLHA=STLPYZG-STLH(-1);                                                  
GENR STLPXA=LOG(STPX/(STPW$*(STE/STE00)));                                    
GENR STLPXB=LOG(STPY/(STPW$*(STE/STE00)));                                    
GENR STLPXC=LOG(STPW$*(STE/STE00));                                           
GENR STLPX=LOG(STPX);                                                         
GENR STLI=LOG(STI);                                                           
GENR STLY=LOG(STY);                                                           
CREATE STLGZ=LOG(STG/STPOP);                                                  
Name added to list: STLGZ           
CREATE STLEXZ=LOG(STEX/STPOP);                                                
Name added to list: STLEXZ          
EQ 108 STLIMZ C STLIMZ(-1) STLCIGZ STLPYZZ RHO=1;                             
EQUATION 108  STLIMZ  RHO=1  
   RHS     C  STLIMZ(-1)  STLCIGZ  STLPYZZ  
LHS STIM=EXP(STLIMZ)*STPOP;                                                   
EQ 109 STLCZ C STLCZ(-1) STRB STLYZ                                           
 FSR C STLGZ STLEXZ(-1) STLPY(-1) STLYZ(-1) STRB(-1)                          
 STLCZ(-1) STLCZ(-2)                                                          
;                                                                             
EQUATION 109  STLCZ  
   RHS     C  STLCZ(-1)  STRB  STLYZ  
   FSR     C  STLGZ  STLEXZ(-1)  STLPY(-1)  STLYZ(-1)  STRB(-1)  
   FSR     STLCZ(-1)  STLCZ(-2)  
LHS STC=EXP(STLCZ)*STPOP;                                                     
EQ 110 STLI C STLI(-1) STLY STRB                                              
@     FSR C STLGZ STLEXZ(-1) STLPY(-1) STLYZ(-1) STRB(-1)                     
@ STLI(-1) STLY(-1)                                                           
;                                                                             
EQUATION 110  STLI  
   RHS     C  STLI(-1)  STLY  STRB  
LHS STI=EXP(STLI);                                                            
EQ 111 STLPY STLPY(-1) C T STLPM RHO=1                                        
 STZZ(-1)                                                                     
 FSR C STLGZ STLEXZ(-1) STLPY(-1) STLYZ(-1) STRB(-1)                          
 STLPY(-2) T                                                                  
 STZZ(-1) STZZ(-2) STLPM(-1)                                                  
;                                                                             
EQUATION 111  STLPY  RHO=1  
   RHS     STLPY(-1)  C  T  STLPM  STZZ(-1)  
   FSR     C  STLGZ  STLEXZ(-1)  STLPY(-1)  STLYZ(-1)  STRB(-1)  
   FSR     STLPY(-2)  T  STZZ(-1)  STZZ(-2)  STLPM(-1)  
EQ 112 STLM1Z C STLM1Z(-1) STRS                                               
  STLYZ                                                                       
 FSR C STLGZ STLEXZ(-1) STLPY(-1) STLYZ(-1) STRB(-1)                          
 STLM1Z(-1) STRS(-1) STLM1Z(-2)                                               
;                                                                             
EQUATION 112  STLM1Z  
   RHS     C  STLM1Z(-1)  STRS  STLYZ  
   FSR     C  STLGZ  STLEXZ(-1)  STLPY(-1)  STLYZ(-1)  STRB(-1)  
   FSR     STLM1Z(-1)  STRS(-1)  STLM1Z(-2)  
LHS STM1=EXP(STLM1Z)*STPOP*STPY;                                              
LHS STPY=EXP(STLPY);                                                          
EQ 113 STRS C STRS(-1) RHO=1 STPCPY                                           
 FSR C STLGZ STLEXZ(-1) STLPY(-1) STLYZ(-1) STRB(-1)                          
 STRS(-1) STRS(-2) STZZ(-1)                                                   
 STLPY(-2)                                                                    
;                                                                             
EQUATION 113  STRS  RHO=1  
   RHS     C  STRS(-1)  STPCPY  
   FSR     C  STLGZ  STLEXZ(-1)  STLPY(-1)  STLYZ(-1)  STRB(-1)  
   FSR     STRS(-1)  STRS(-2)  STZZ(-1)  STLPY(-2)  
LHS STRS=(ABS(STRS-.0)+STRS-.0)/2.+.0;                                        
EQ 114 STRBZ C STRBZZ STRSZ STRSZZ                                            
 FSR C STLGZ STLEXZ(-1) STLPY(-1) STLYZ(-1) STRB(-1)                          
 STRB(-2) STRS(-1) STRS(-2)                                                   
;                                                                             
EQUATION 114  STRBZ  
   RHS     C  STRBZZ  STRSZ  STRSZZ  
   FSR     C  STLGZ  STLEXZ(-1)  STLPY(-1)  STLYZ(-1)  STRB(-1)  
   FSR     STRB(-2)  STRS(-1)  STRS(-2)  
LHS  STRB=       STRBZ+   STRS(-2);                                           
GENR STLH1Z=STLH1-.05*STLHA;                                                  
Name added to list: STLH1Z          
EQ 115 STLH1Z C                                                               
 FSR C STLGZ STLEXZ(-1) STLPY(-1) STLYZ(-1) STRB(-1)                          
 STLH1(-1) STLHA(-1)                                                          
;                                                                             
EQUATION 115  STLH1Z  
   RHS     C  
   FSR     C  STLGZ  STLEXZ(-1)  STLPY(-1)  STLYZ(-1)  STRB(-1)  
   FSR     STLH1(-1)  STLHA(-1)  
LHS STH=EXP(STLH1Z+.050*STLHA)*STH(-1);                                       
EQ 116  STLF STLEE STLRSZ ;                                                   
EQUATION 116  STLF  
   RHS     STLEE  STLRSZ  
LHS STF=EXP(STLF);                                                            
EQ 117  STLPXA STLPXB RHO=2;                                                  
EQUATION 117  STLPXA  RHO=2  
   RHS     STLPXB  
LHS STPX=EXP(STLPXA)*(STPW$*(STE/STE00));                                     
EQ 118  STLJ1 C T STLEXL(-1) STLY1                                            
 FSR C STLGZ STLEXZ(-1) STLPY(-1) STLYZ(-1) STRB(-1)                          
 STLJ1(-1) T STLEXL(-1) STLY1(-1)                                             
;                                                                             
EQUATION 118  STLJ1  
   RHS     C  T  STLEXL(-1)  STLY1  
   FSR     C  STLGZ  STLEXZ(-1)  STLPY(-1)  STLYZ(-1)  STRB(-1)  
   FSR     STLJ1(-1)  T  STLEXL(-1)  STLY1(-1)  
LHS STJ=EXP(STLJ1)*STJ(-1);                                                   
EQ 119  STLL1Z C T STLL1Z(-1)                                                 
 STUR                                                                         
 FSR C STLGZ STLEXZ(-1) STLPY(-1) STLYZ(-1) STRB(-1)                          
 STLL1Z(-1) T STUR(-1)                                                        
;                                                                             
EQUATION 119  STLL1Z  
   RHS     C  T  STLL1Z(-1)  STUR  
   FSR     C  STLGZ  STLEXZ(-1)  STLPY(-1)  STLYZ(-1)  STRB(-1)  
   FSR     STLL1Z(-1)  T  STUR(-1)  
LHS STL1=EXP(STLL1Z)*STPOP1;                                                  
@IDENT UKV1=UKY-UKX;                                                          
IDENT UKV1PCT=UKV1/UKYS;                                                      
IDENT UKV=UKV(-1)+UKV1;                                                       
 IDENT UKM=(UKIM-UKIMDS)/UKPM00-UKMS;                                         
  IDENT UKEX=UKPX00*(UKE00*UKX00$+UKXS)+UKEXDS;                               
  IDENT UKX=UKC+UKI+UKG+UKEX-UKIM+UKSTAT;                                     
  IDENT UKS=UKPX*(UKE00*UKX00$+UKXS)-UKPM*(UKM+UKMS)+UKTT;                    
  IDENT UKY=UKX+UKV1;                                                         
IDENT UKSPCT=UKS/(UKYS*UKPY);                                                 
IDENT UKA=UKA(-1)+UKS;                                                        
IDENT UKM00$A=UKM/UKE00-UKM00$B;                                              
IDENT UKEE=2*UKPSI1*UKE-UKEE(-1);                                             
IDENT UKUR=(UKL1-UKJ)/(UKL1);                                                 
IDENT UKJMIN=UKY/UKLAM;                                                       
  IDENT UKZZ=LOG(UKY)-LOG(UKYS);                                              
IDENT UKPM=UKPSI2*UKPMP;                                                      
IDENT UKE=UKH*GEGEE;                                                          
IDENT UKNW=UKNW(-1)+UKI+UKV1+UKEX-UKIM;                                       
IDENT UKPX$=(UKE00/UKE)*UKPX;                                                 
GENR UKLCIGZ=LOG((UKC+UKI+UKG)/UKPOP);                                        
GENR UKLIMZ=LOG(UKIM/UKPOP);                                                  
GENR UKLPY=LOG(UKPY);                                                         
GENR UKLPM=LOG(UKPM);                                                         
GENR UKLYZ=LOG(UKY/UKPOP);                                                    
GENR UKAZ=UKA/(UKYS*UKPY);                                                    
GENR UKLW=LOG(UKW);                                                           
GENR UKLWQ=LOG(UKW)-LOG(UKLAM);                                               
GENR UKLCZ=LOG(UKC/UKPOP);                                                    
GENR UKLM1Z=LOG(UKM1/(UKPOP*UKPY));                                           
GENR UKLM1ZL=LOG(UKM1(-1)/(UKPOP(-1)*UKPY));                                  
GENR UKLE=LOG(UKE);                                                           
GENR UKLF=LOG(UKF);                                                           
GENR UKLEE=LOG(UKEE);                                                         
GENR UKLJ1=LOG(UKJ/UKJ(-1));                                                  
GENR UKLY1=LOG(UKY/UKY(-1));                                                  
GENR UKLEXL=LOG(UKJ/UKJMIN);                                                  
GENR UKLL1Z=LOG(UKL1/UKPOP1);                                                 
GENR UKPCPY=100*((UKPY/UKPY(-1))**4-1);                                       
GENR UKLRSZ=.25*LOG((1+UKRS/100.)/(1+USRS/100.));                             
GENR UKLPYZ=LOG(UKPY/USPY);                                                   
GENR UKLPYZZ=LOG(UKPY/    UKPM);                                              
GENR UKRBZ=      UKRB-    UKRS(-2);                                           
GENR UKRBZZ=     UKRB(-1)-UKRS(-2);                                           
GENR UKRSZ=      UKRS-    UKRS(-2);                                           
GENR UKRSZZ=     UKRS(-1)-UKRS(-2);                                           
GENR UKLWZ=LOG(  UKW/     UKPY);                                              
GENR UKLRSZG=.25*LOG((1+UKRS/100.)/(1+GEGERS/100.));                          
GENR UKLPYZG=LOG(UKPY/GEGEPY);                                                
GENR UKLH=LOG(UKH);                                                           
GENR UKLH1=UKLH-UKLH(-1);                                                     
GENR UKLHA=UKLPYZG-UKLH(-1);                                                  
GENR UKLPXA=LOG(UKPX/(UKPW$*(UKE/UKE00)));                                    
GENR UKLPXB=LOG(UKPY/(UKPW$*(UKE/UKE00)));                                    
GENR UKLPXC=LOG(UKPW$*(UKE/UKE00));                                           
GENR UKLPX=LOG(UKPX);                                                         
GENR UKLI=LOG(UKI);                                                           
GENR UKLY=LOG(UKY);                                                           
CREATE UKLGZ=LOG(UKG/UKPOP);                                                  
Name added to list: UKLGZ           
CREATE UKLEXZ=LOG(UKEX/UKPOP);                                                
Name added to list: UKLEXZ          
EQ 120 UKLIMZ C UKLIMZ(-1) UKLPYZZ UKLCIGZ                                    
 FSR C UKLGZ UKLEXZ(-1) UKLPY(-1) UKLYZ(-1) UKRB(-1)                          
 UKLIMZ(-1) UKLPYZZ(-1) UKLCIGZ(-1)                                           
;                                                                             
EQUATION 120  UKLIMZ  
   RHS     C  UKLIMZ(-1)  UKLPYZZ  UKLCIGZ  
   FSR     C  UKLGZ  UKLEXZ(-1)  UKLPY(-1)  UKLYZ(-1)  UKRB(-1)  
   FSR     UKLIMZ(-1)  UKLPYZZ(-1)  UKLCIGZ(-1)  
LHS UKIM=EXP(UKLIMZ)*UKPOP;                                                   
EQ 121 UKLCZ C UKLCZ(-1) UKRB UKLYZ                                           
;                                                                             
EQUATION 121  UKLCZ  
   RHS     C  UKLCZ(-1)  UKRB  UKLYZ  
LHS UKC=EXP(UKLCZ)*UKPOP;                                                     
EQ 122 UKLI C UKLI(-1) UKLY UKRB(-1)                                          
 FSR C UKLGZ UKLEXZ(-1) UKLPY(-1) UKLYZ(-1) UKRB(-1)                          
 UKLI(-1) UKLY(-1)                                                            
;                                                                             
EQUATION 122  UKLI  
   RHS     C  UKLI(-1)  UKLY  UKRB(-1)  
   FSR     C  UKLGZ  UKLEXZ(-1)  UKLPY(-1)  UKLYZ(-1)  UKRB(-1)  
   FSR     UKLI(-1)  UKLY(-1)  
LHS UKI=EXP(UKLI);                                                            
EQ 123 UKLPY UKLPY(-1) C T UKLPM(-1) UKZZ(-1) RHO=1                           
 FSR C UKLGZ UKLEXZ(-1) UKLPY(-1) UKLYZ(-1) UKRB(-1)                          
 T UKLPM(-1)                                                                  
 UKZZ(-1) UKZZ(-2) UKLPY(-2) UKLPM(-2)                                        
;                                                                             
EQUATION 123  UKLPY  RHO=1  
   RHS     UKLPY(-1)  C  T  UKLPM(-1)  UKZZ(-1)  
   FSR     C  UKLGZ  UKLEXZ(-1)  UKLPY(-1)  UKLYZ(-1)  UKRB(-1)  
   FSR     T  UKLPM(-1)  UKZZ(-1)  UKZZ(-2)  UKLPY(-2)  UKLPM(-2)  
EQ 124 UKLM1Z C UKLM1Z(-1) UKRS UKLYZ                                         
 FSR C UKLGZ UKLEXZ(-1) UKLPY(-1) UKLYZ(-1) UKRB(-1)                          
 UKLM1Z(-1) UKRS(-1)                                                          
;                                                                             
EQUATION 124  UKLM1Z  
   RHS     C  UKLM1Z(-1)  UKRS  UKLYZ  
   FSR     C  UKLGZ  UKLEXZ(-1)  UKLPY(-1)  UKLYZ(-1)  UKRB(-1)  
   FSR     UKLM1Z(-1)  UKRS(-1)  
LHS UKM1=EXP(UKLM1Z)*UKPOP*UKPY;                                              
LHS UKPY=EXP(UKLPY);                                                          
@ SPECIAL EURO                                                                
@EQ 125 UKRS GERS;                                                            
@COEF;                                                                        
@1 125 1.0                                                                    
@0                                                                            
EQ 125 UKRS C UKRS(-1) UKPCPY UKZZ USRS                                       
 FSR C UKLGZ UKLEXZ(-1) UKLPY(-1) UKLYZ(-1) UKRB(-1)                          
 UKRS(-1) UKZZ(-1) USRS(-1)                                                   
 UKPCPY(-1)                                                                   
;                                                                             
EQUATION 125  UKRS  
   RHS     C  UKRS(-1)  UKPCPY  UKZZ  USRS  
   FSR     C  UKLGZ  UKLEXZ(-1)  UKLPY(-1)  UKLYZ(-1)  UKRB(-1)  
   FSR     UKRS(-1)  UKZZ(-1)  USRS(-1)  UKPCPY(-1)  
@ SPECIAL EURO END                                                            
LHS UKRS=(ABS(UKRS-.0)+UKRS-.0)/2.+.0;                                        
@ SPECIAL EURO                                                                
@EQ 126 UKRB GERB;                                                            
@COEF;                                                                        
@1 126 1.0                                                                    
@0                                                                            
EQ 126 UKRBZ C UKRBZZ UKRSZ UKRSZZ                                            
 FSR C UKLGZ UKLEXZ(-1) UKLPY(-1) UKLYZ(-1) UKRB(-1)                          
 UKRB(-2) UKRS(-1) UKRS(-2)                                                   
;                                                                             
EQUATION 126  UKRBZ  
   RHS     C  UKRBZZ  UKRSZ  UKRSZZ  
   FSR     C  UKLGZ  UKLEXZ(-1)  UKLPY(-1)  UKLYZ(-1)  UKRB(-1)  
   FSR     UKRB(-2)  UKRS(-1)  UKRS(-2)  
LHS  UKRB=       UKRBZ+   UKRS(-2);                                           
@ SPECIAL EURO END                                                            
GENR UKLH1Z=UKLH1-.050*UKLHA;                                                 
@ SPECIAL EURO                                                                
@EQ 127 UKH C;                                                                
@COEF;                                                                        
@1 127 1.0                                                                    
@0                                                                            
EQ 127 UKLH1Z C UKLRSZG                                                       
 FSR C UKLGZ UKLEXZ(-1) UKLPY(-1) UKLYZ(-1) UKRB(-1)                          
 UKLH1(-1) UKLHA(-1) UKLRSZG(-1)                                              
;                                                                             
EQUATION 127  UKLH1Z  
   RHS     C  UKLRSZG  
   FSR     C  UKLGZ  UKLEXZ(-1)  UKLPY(-1)  UKLYZ(-1)  UKRB(-1)  
   FSR     UKLH1(-1)  UKLHA(-1)  UKLRSZG(-1)  
LHS UKH=EXP(UKLH1Z+.050*UKLHA)*UKH(-1);                                       
@ SPECIAL EURO END                                                            
EQ 128  UKLF UKLEE UKLRSZ RHO=1;                                              
EQUATION 128  UKLF  RHO=1  
   RHS     UKLEE  UKLRSZ  
LHS UKF=EXP(UKLF);                                                            
EQ 129  UKLPXA UKLPXB RHO=2;                                                  
EQUATION 129  UKLPXA  RHO=2  
   RHS     UKLPXB  
LHS UKPX=EXP(UKLPXA)*(UKPW$*(UKE/UKE00));                                     
EQ 130  UKLJ1 C T UKLEXL(-1) UKLY1 RHO=1                                      
;                                                                             
EQUATION 130  UKLJ1  RHO=1  
   RHS     C  T  UKLEXL(-1)  UKLY1  
LHS UKJ=EXP(UKLJ1)*UKJ(-1);                                                   
@IDENT FIV1=FIY-FIX;                                                          
IDENT FIV1PCT=FIV1/FIYS;                                                      
IDENT FIV=FIV(-1)+FIV1;                                                       
 IDENT FIM=(FIIM-FIIMDS)/FIPM00-FIMS;                                         
  IDENT FIEX=FIPX00*(FIE00*FIX00$+FIXS)+FIEXDS;                               
  IDENT FIX=FIC+FII+FIG+FIEX-FIIM+FISTAT;                                     
  IDENT FIY=FIX+FIV1;                                                         
  IDENT FIS=FIPX*(FIE00*FIX00$+FIXS)-FIPM*(FIM+FIMS)+FITT;                    
IDENT FISPCT=FIS/(FIYS*FIPY);                                                 
IDENT FIA=FIA(-1)+FIS;                                                        
IDENT FIM00$A=FIM/FIE00-FIM00$B;                                              
IDENT FIEE=2*FIPSI1*FIE-FIEE(-1);                                             
IDENT FIUR=(FIL1-FIJ)/(FIL1);                                                 
IDENT FIJMIN=FIY/FILAM;                                                       
  IDENT FIZZ=LOG(FIY)-LOG(FIYS);                                              
IDENT FIPM=FIPSI2*FIPMP;                                                      
IDENT FIE=FIH*GEGEE;                                                          
IDENT FINW=FINW(-1)+FII+FIV1+FIEX-FIIM;                                       
IDENT FIPX$=(FIE00/FIE)*FIPX;                                                 
GENR FILCIGZ=LOG((FIC+FII+FIG)/FIPOP);                                        
GENR FILIMZ=LOG(FIIM/FIPOP);                                                  
GENR FILPY=LOG(FIPY);                                                         
GENR FILPM=LOG(FIPM);                                                         
GENR FILYZ=LOG(FIY/FIPOP);                                                    
GENR FIAZ=FIA/(FIYS*FIPY);                                                    
GENR FILW=LOG(FIW);                                                           
GENR FILCZ=LOG(FIC/FIPOP);                                                    
GENR FILM1Z=LOG(FIM1/(FIPOP*FIPY));                                           
GENR FILM1ZL=LOG(FIM1(-1)/(FIPOP(-1)*FIPY));                                  
GENR FILE=LOG(FIE);                                                           
GENR FILF=LOG(FIF);                                                           
GENR FILEE=LOG(FIEE);                                                         
GENR FILJ1=LOG(FIJ/FIJ(-1));                                                  
GENR FILY1=LOG(FIY/FIY(-1));                                                  
GENR FILEXL=LOG(FIJ/FIJMIN);                                                  
GENR FILL1Z=LOG(FIL1/FIPOP1);                                                 
GENR FIPCPY=100*((FIPY/FIPY(-1))**4-1);                                       
GENR FILRSZ=.25*LOG((1+FIRS/100.)/(1+USRS/100.));                             
GENR FILPYZ=LOG(FIPY/USPY);                                                   
GENR FILPYZZ=LOG(FIPY/    FIPM);                                              
GENR FIRBZ=      FIRB-    FIRS(-2);                                           
GENR FIRBZZ=     FIRB(-1)-FIRS(-2);                                           
GENR FIRSZ=      FIRS-    FIRS(-2);                                           
GENR FIRSZZ=     FIRS(-1)-FIRS(-2);                                           
GENR FILWZ=LOG(  FIW/     FIPY);                                              
GENR FILRSZG=.25*LOG((1+FIRS/100.)/(1+GEGERS/100.));                          
GENR FILPYZG=LOG(FIPY/GEGEPY);                                                
GENR FILH=LOG(FIH);                                                           
GENR FILH1=FILH-FILH(-1);                                                     
GENR FILHA=FILPYZG-FILH(-1);                                                  
GENR FILPXA=LOG(FIPX/(FIPW$*(FIE/FIE00)));                                    
GENR FILPXB=LOG(FIPY/(FIPW$*(FIE/FIE00)));                                    
GENR FILPXC=LOG(FIPW$*(FIE/FIE00));                                           
GENR FILPX=LOG(FIPX);                                                         
GENR FILI=LOG(FII);                                                           
GENR FILY=LOG(FIY);                                                           
CREATE FILGZ=LOG(FIG/FIPOP);                                                  
Name added to list: FILGZ           
CREATE FILEXZ=LOG(FIEX/FIPOP);                                                
Name added to list: FILEXZ          
EQ 131 FILIMZ C FILIMZ(-1) FILCIGZ FILPYZZ                                    
     FSR C FILGZ FILEXZ(-1) FILPY(-1) FILYZ(-1)                               
 FILIMZ(-1) FILPYZZ(-1) FILCIGZ(-1)                                           
;                                                                             
EQUATION 131  FILIMZ  
   RHS     C  FILIMZ(-1)  FILCIGZ  FILPYZZ  
   FSR     C  FILGZ  FILEXZ(-1)  FILPY(-1)  FILYZ(-1)  FILIMZ(-1)  
   FSR     FILPYZZ(-1)  FILCIGZ(-1)  
LHS FIIM=EXP(FILIMZ)*FIPOP;                                                   
EQ 132 FILCZ C FILCZ(-1) FIRS FILYZ                                           
 FSR C FILGZ FILEXZ(-1) FILPY(-1) FILYZ(-1)                                   
 FILCZ(-1) FIRS(-1)                                                           
;                                                                             
EQUATION 132  FILCZ  
   RHS     C  FILCZ(-1)  FIRS  FILYZ  
   FSR     C  FILGZ  FILEXZ(-1)  FILPY(-1)  FILYZ(-1)  FILCZ(-1)  
   FSR     FIRS(-1)  
LHS FIC=EXP(FILCZ)*FIPOP;                                                     
EQ 133 FILI C FILI(-1) FILY FIRS                                              
 FSR C FILGZ FILEXZ(-1) FILPY(-1) FILYZ(-1) FIRS(-1)                          
 FILI(-1) FILY(-1)                                                            
;                                                                             
EQUATION 133  FILI  
   RHS     C  FILI(-1)  FILY  FIRS  
   FSR     C  FILGZ  FILEXZ(-1)  FILPY(-1)  FILYZ(-1)  FIRS(-1)  
   FSR     FILI(-1)  FILY(-1)  
LHS FII=EXP(FILI);                                                            
EQ 134 FILPY FILPY(-1) C T FILPM                                              
 FIZZ                                                                         
 FSR C FILGZ FILEXZ(-1) FILPY(-1) FILYZ(-1) FIRS(-1)                          
 FILPM(-1) T                                                                  
 FIZZ(-1)                                                                     
;                                                                             
EQUATION 134  FILPY  
   RHS     FILPY(-1)  C  T  FILPM  FIZZ  
   FSR     C  FILGZ  FILEXZ(-1)  FILPY(-1)  FILYZ(-1)  FIRS(-1)  
   FSR     FILPM(-1)  T  FIZZ(-1)  
EQ 135 FILM1Z C FILM1ZL FIRS FILYZ                                            
 FSR C FILGZ FILEXZ(-1) FILPY(-1) FILYZ(-1) FIRS(-1)                          
 FILM1Z(-1) FILM1ZL                                                           
;                                                                             
EQUATION 135  FILM1Z  
   RHS     C  FILM1ZL  FIRS  FILYZ  
   FSR     C  FILGZ  FILEXZ(-1)  FILPY(-1)  FILYZ(-1)  FIRS(-1)  
   FSR     FILM1Z(-1)  FILM1ZL  
LHS FIM1=EXP(FILM1Z)*FIPOP*FIPY;                                              
LHS FIPY=EXP(FILPY);                                                          
EQ 136 FIRSA C FIRS(-1)  FIZZ                                                 
 FSR C FILGZ FILEXZ(-1) FILPY(-1) FILYZ(-1) FIRS(-1)                          
 FIZZ(-1)                                                                     
;                                                                             
EQUATION 136  FIRSA  
   RHS     C  FIRS(-1)  FIZZ  
   FSR     C  FILGZ  FILEXZ(-1)  FILPY(-1)  FILYZ(-1)  FIRS(-1)  
   FSR     FIZZ(-1)  
LHS FIRS=(1-EU1)*FIRSA+EU1*EUEURS;                                            
EQ 137 FILH1 C FILHA FILRSZG RHO=1                                            
 FSR C FILGZ FILEXZ(-1) FILPY(-1) FILYZ(-1) FIRS(-1)                          
 FILH1(-1) FILHA(-1) FILRSZG(-1)                                              
;                                                                             
EQUATION 137  FILH1  RHO=1  
   RHS     C  FILHA  FILRSZG  
   FSR     C  FILGZ  FILEXZ(-1)  FILPY(-1)  FILYZ(-1)  FIRS(-1)  
   FSR     FILH1(-1)  FILHA(-1)  FILRSZG(-1)  
LHS FIH=(1-EU1)*(EXP(FILH1)*FIH(-1))+EU1*1;                                   
EQ 138  FILF FILEE FILRSZ RHO=1;                                              
EQUATION 138  FILF  RHO=1  
   RHS     FILEE  FILRSZ  
LHS FIF=EXP(FILF);                                                            
EQ 139  FILPXA FILPXB RHO=2;                                                  
EQUATION 139  FILPXA  RHO=2  
   RHS     FILPXB  
LHS FIPX=EXP(FILPXA)*(FIPW$*(FIE/FIE00));                                     
EQ 140  FILJ1 C T FILEXL(-1) FILY1                                            
 FSR C FILGZ FILEXZ(-1) FILPY(-1) FILYZ(-1) FIRS(-1)                          
 FILJ1(-1) T FILEXL(-1) FILEXL(-2) FILY1(-1)                                  
;                                                                             
EQUATION 140  FILJ1  
   RHS     C  T  FILEXL(-1)  FILY1  
   FSR     C  FILGZ  FILEXZ(-1)  FILPY(-1)  FILYZ(-1)  FIRS(-1)  
   FSR     FILJ1(-1)  T  FILEXL(-1)  FILEXL(-2)  FILY1(-1)  
LHS FIJ=EXP(FILJ1)*FIJ(-1);                                                   
EQ 141  FILL1Z C T FILL1Z(-1) FIUR                                            
 FSR C FILGZ FILEXZ(-1) FILPY(-1) FILYZ(-1) FIRS(-1)                          
 FILL1Z(-1) T FIUR(-1)                                                        
;                                                                             
EQUATION 141  FILL1Z  
   RHS     C  T  FILL1Z(-1)  FIUR  
   FSR     C  FILGZ  FILEXZ(-1)  FILPY(-1)  FILYZ(-1)  FIRS(-1)  
   FSR     FILL1Z(-1)  T  FIUR(-1)  
LHS FIL1=EXP(FILL1Z)*FIPOP1;                                                  
  IDENT ASX=ASC+ASI+ASG+ASEX-ASIM+ASSTAT;                                     
IDENT ASV1=ASY-ASX;                                                           
IDENT ASV1PCT=ASV1/ASYS;                                                      
IDENT ASV=ASV(-1)+ASV1;                                                       
 IDENT ASM=(ASIM-ASIMDS)/ASPM00-ASMS;                                         
  IDENT ASEX=ASPX00*(ASE00*ASX00$+ASXS)+ASEXDS;                               
  IDENT ASS=ASPX*(ASE00*ASX00$+ASXS)-ASPM*(ASM+ASMS)+ASTT;                    
IDENT ASSPCT=ASS/(ASYS*ASPY);                                                 
IDENT ASA=ASA(-1)+ASS;                                                        
IDENT ASM00$A=ASM/ASE00-ASM00$B;                                              
IDENT ASEE=2*ASPSI1*ASE-ASEE(-1);                                             
IDENT ASUR=(ASL1-ASJ)/(ASL1);                                                 
IDENT ASJMIN=ASY/ASLAM;                                                       
  IDENT ASZZ=LOG(ASY)-LOG(ASYS);                                              
IDENT ASPM=ASPSI2*ASPMP;                                                      
IDENT ASH=ASE/GEGEE;                                                          
IDENT ASNW=ASNW(-1)+ASI+ASV1+ASEX-ASIM;                                       
IDENT ASPX$=(ASE00/ASE)*ASPX;                                                 
GENR ASLCIGZ=LOG((ASC+ASI+ASG)/ASPOP);                                        
GENR ASLIMZ=LOG(ASIM/ASPOP);                                                  
GENR ASLPY=LOG(ASPY);                                                         
GENR ASLPM=LOG(ASPM);                                                         
GENR ASLYZ=LOG(ASY/ASPOP);                                                    
GENR ASAZ=ASA/(ASYS*ASPY);                                                    
GENR ASLW=LOG(ASW);                                                           
GENR ASLWQ=LOG(ASW)-LOG(ASLAM);                                               
GENR ASLCZ=LOG(ASC/ASPOP);                                                    
GENR ASLM1Z=LOG(ASM1/(ASPOP*ASPY));                                           
GENR ASLM1ZL=LOG(ASM1(-1)/(ASPOP(-1)*ASPY));                                  
GENR ASLE=LOG(ASE);                                                           
GENR ASLF=LOG(ASF);                                                           
GENR ASLEE=LOG(ASEE);                                                         
GENR ASLJ1=LOG(ASJ/ASJ(-1));                                                  
GENR ASLY1=LOG(ASY/ASY(-1));                                                  
GENR ASLEXL=LOG(ASJ/ASJMIN);                                                  
GENR ASLL1Z=LOG(ASL1/ASPOP1);                                                 
GENR ASPCPY=100*((ASPY/ASPY(-1))**4-1);                                       
GENR ASLRSZ=.25*LOG((1+ASRS/100.)/(1+USRS/100.));                             
GENR ASLPYZ=LOG(ASPY/USPY);                                                   
GENR ASLPYZZ=LOG(ASPY/    ASPM);                                              
GENR ASRBZ=      ASRB-    ASRS(-2);                                           
GENR ASRBZZ=     ASRB(-1)-ASRS(-2);                                           
GENR ASRSZ=      ASRS-    ASRS(-2);                                           
GENR ASRSZZ=     ASRS(-1)-ASRS(-2);                                           
GENR ASLWZ=LOG(  ASW/     ASPY);                                              
GENR ASLE1=ASLE-ASLE(-1);                                                     
GENR ASLEA=ASLPYZ-ASLE(-1);                                                   
GENR ASLPXA=LOG(ASPX/(ASPW$*(ASE/ASE00)));                                    
GENR ASLPXB=LOG(ASPY/(ASPW$*(ASE/ASE00)));                                    
GENR ASLPXC=LOG(ASPW$*(ASE/ASE00));                                           
GENR ASLPX=LOG(ASPX);                                                         
GENR ASLI=LOG(ASI);                                                           
GENR ASLY=LOG(ASY);                                                           
GENR ASLX=LOG(ASX);                                                           
GENR ASLV=LOG(ASV);                                                           
CREATE ASLGZ=LOG(ASG/ASPOP);                                                  
Name added to list: ASLGZ           
CREATE ASLEXZ=LOG(ASEX/ASPOP);                                                
Name added to list: ASLEXZ          
EQ 142 ASLIMZ C ASLIMZ(-1) ASLPYZZ ASLCIGZ                                    
 FSR C ASLGZ ASLEXZ(-1) ASLPY(-1) ASLYZ(-1) ASRB(-1)                          
 ASLIMZ(-1) ASLPYZZ(-1) ASLCIGZ(-1) ASLIMZ(-2)                                
;                                                                             
EQUATION 142  ASLIMZ  
   RHS     C  ASLIMZ(-1)  ASLPYZZ  ASLCIGZ  
   FSR     C  ASLGZ  ASLEXZ(-1)  ASLPY(-1)  ASLYZ(-1)  ASRB(-1)  
   FSR     ASLIMZ(-1)  ASLPYZZ(-1)  ASLCIGZ(-1)  ASLIMZ(-2)  
LHS ASIM=EXP(ASLIMZ)*ASPOP;                                                   
EQ 143 ASLCZ C ASLCZ(-1) ASLYZ                                                
 FSR C ASLGZ ASLEXZ(-1) ASLPY(-1) ASLYZ(-1) ASRB(-1)                          
 ASLCZ(-1)                                                                    
;                                                                             
EQUATION 143  ASLCZ  
   RHS     C  ASLCZ(-1)  ASLYZ  
   FSR     C  ASLGZ  ASLEXZ(-1)  ASLPY(-1)  ASLYZ(-1)  ASRB(-1)  
   FSR     ASLCZ(-1)  
LHS ASC=EXP(ASLCZ)*ASPOP;                                                     
EQ 144 ASLI C ASLI(-1) ASLY ASRB                                              
 FSR C ASLGZ ASLEXZ(-1) ASLPY(-1) ASLYZ(-1) ASRB(-1)                          
 ASLI(-1) ASLY(-1)                                                            
;                                                                             
EQUATION 144  ASLI  
   RHS     C  ASLI(-1)  ASLY  ASRB  
   FSR     C  ASLGZ  ASLEXZ(-1)  ASLPY(-1)  ASLYZ(-1)  ASRB(-1)  
   FSR     ASLI(-1)  ASLY(-1)  
LHS ASI=EXP(ASLI);                                                            
EQ 145 ASLY C ASLY(-1) ASLX ASLV(-1) RHO=1;                                   
EQUATION 145  ASLY  RHO=1  
   RHS     C  ASLY(-1)  ASLX  ASLV(-1)  
LHS ASY=EXP(ASLY);                                                            
EQ 146 ASLPY ASLPY(-1) C T ASZZ(-1) RHO=1                                     
;                                                                             
EQUATION 146  ASLPY  RHO=1  
   RHS     ASLPY(-1)  C  T  ASZZ(-1)  
EQ 147 ASLM1Z C ASLM1ZL ASRS ASLYZ                                            
 FSR C ASLGZ ASLEXZ(-1) ASLPY(-1) ASLYZ(-1) ASRS(-1)                          
 ASLIMZ(-1) ASLM1ZL                                                           
;                                                                             
EQUATION 147  ASLM1Z  
   RHS     C  ASLM1ZL  ASRS  ASLYZ  
   FSR     C  ASLGZ  ASLEXZ(-1)  ASLPY(-1)  ASLYZ(-1)  ASRS(-1)  
   FSR     ASLIMZ(-1)  ASLM1ZL  
LHS ASM1=EXP(ASLM1Z)*ASPOP*ASPY;                                              
LHS ASPY=EXP(ASLPY);                                                          
EQ 148 ASRS C ASRS(-1) ASPCPY ASZZ USRS                                       
 FSR C ASLGZ ASLEXZ(-1) ASLPY(-1) ASLYZ(-1) ASRB(-1)                          
 ASRS(-1) ASZZ(-1) USRS(-1) ASLPY(-2)                                         
;                                                                             
EQUATION 148  ASRS  
   RHS     C  ASRS(-1)  ASPCPY  ASZZ  USRS  
   FSR     C  ASLGZ  ASLEXZ(-1)  ASLPY(-1)  ASLYZ(-1)  ASRB(-1)  
   FSR     ASRS(-1)  ASZZ(-1)  USRS(-1)  ASLPY(-2)  
LHS ASRS=(ABS(ASRS-.0)+ASRS-.0)/2.+.0;                                        
EQ 149 ASRBZ C ASRBZZ ASRSZ ASRSZZ                                            
 FSR C ASLGZ ASLEXZ(-1) ASLPY(-1) ASLYZ(-1) ASRB(-1)                          
 ASRB(-2) ASRS(-1) ASRS(-2)                                                   
;                                                                             
EQUATION 149  ASRBZ  
   RHS     C  ASRBZZ  ASRSZ  ASRSZZ  
   FSR     C  ASLGZ  ASLEXZ(-1)  ASLPY(-1)  ASLYZ(-1)  ASRB(-1)  
   FSR     ASRB(-2)  ASRS(-1)  ASRS(-2)  
LHS  ASRB=       ASRBZ+   ASRS(-2);                                           
EQ 150 ASLE1 C ASLEA RHO=1                                                    
 FSR C ASLGZ ASLEXZ(-1) ASLPY(-1) ASLYZ(-1) ASRB(-1)                          
 ASLE1(-1) ASLEA(-1)                                                          
;                                                                             
EQUATION 150  ASLE1  RHO=1  
   RHS     C  ASLEA  
   FSR     C  ASLGZ  ASLEXZ(-1)  ASLPY(-1)  ASLYZ(-1)  ASRB(-1)  
   FSR     ASLE1(-1)  ASLEA(-1)  
EQ 151  ASLF ASLEE ASLRSZ ;                                                   
EQUATION 151  ASLF  
   RHS     ASLEE  ASLRSZ  
LHS ASF=EXP(ASLF);                                                            
EQ 152  ASLPXA ASLPXB RHO=2;                                                  
EQUATION 152  ASLPXA  RHO=2  
   RHS     ASLPXB  
LHS ASPX=EXP(ASLPXA)*(ASPW$*(ASE/ASE00));                                     
LHS ASE=EXP(ASLE1)*ASE(-1);                                                   
EQ 153  ASLJ1 C T ASLEXL(-1) ASLY1 RHO=1                                      
;                                                                             
EQUATION 153  ASLJ1  RHO=1  
   RHS     C  T  ASLEXL(-1)  ASLY1  
LHS ASJ=EXP(ASLJ1)*ASJ(-1);                                                   
EQ 154  ASLL1Z C T ASLL1Z(-1) ASUR                                            
 FSR C ASLGZ ASLEXZ(-1) ASLPY(-1) ASLYZ(-1) ASRB(-1)                          
 ASLL1Z(-1) T ASUR(-1)                                                        
;                                                                             
EQUATION 154  ASLL1Z  
   RHS     C  T  ASLL1Z(-1)  ASUR  
   FSR     C  ASLGZ  ASLEXZ(-1)  ASLPY(-1)  ASLYZ(-1)  ASRB(-1)  
   FSR     ASLL1Z(-1)  T  ASUR(-1)  
LHS ASL1=EXP(ASLL1Z)*ASPOP1;                                                  
@IDENT SOV1=SOY-SOX;                                                          
IDENT SOV1PCT=SOV1/SOYS;                                                      
IDENT SOV=SOV(-1)+SOV1;                                                       
 IDENT SOM=(SOIM-SOIMDS)/SOPM00-SOMS;                                         
  IDENT SOEX=SOPX00*(SOE00*SOX00$+SOXS)+SOEXDS;                               
  IDENT SOX=SOC+SOI+SOG+SOEX-SOIM+SOSTAT;                                     
  IDENT SOY=SOX+SOV1;                                                         
  IDENT SOS=SOPX*(SOE00*SOX00$+SOXS)-SOPM*(SOM+SOMS)+SOTT;                    
IDENT SOSPCT=SOS/(SOYS*SOPY);                                                 
IDENT SOA=SOA(-1)+SOS;                                                        
IDENT SOM00$A=SOM/SOE00-SOM00$B;                                              
IDENT SOEE=2*SOPSI1*SOE-SOEE(-1);                                             
IDENT SOUR=(SOL1-SOJ)/(SOL1);                                                 
IDENT SOJMIN=SOY/SOLAM;                                                       
  IDENT SOZZ=LOG(SOY)-LOG(SOYS);                                              
IDENT SOPM=SOPSI2*SOPMP;                                                      
IDENT SOH=SOE/GEGEE;                                                          
IDENT SONW=SONW(-1)+SOI+SOV1+SOEX-SOIM;                                       
IDENT SOPX$=(SOE00/SOE)*SOPX;                                                 
GENR SOLCIGZ=LOG((SOC+SOI+SOG)/SOPOP);                                        
GENR SOLIMZ=LOG(SOIM/SOPOP);                                                  
GENR SOLPY=LOG(SOPY);                                                         
GENR SOLPM=LOG(SOPM);                                                         
GENR SOLYZ=LOG(SOY/SOPOP);                                                    
GENR SOAZ=SOA/(SOYS*SOPY);                                                    
GENR SOLW=LOG(SOW);                                                           
GENR SOLCZ=LOG(SOC/SOPOP);                                                    
GENR SOLM1Z=LOG(SOM1/(SOPOP*SOPY));                                           
GENR SOLM1ZL=LOG(SOM1(-1)/(SOPOP(-1)*SOPY));                                  
GENR SOLE=LOG(SOE);                                                           
GENR SOLF=LOG(SOF);                                                           
GENR SOLEE=LOG(SOEE);                                                         
GENR SOLJ1=LOG(SOJ/SOJ(-1));                                                  
GENR SOLY1=LOG(SOY/SOY(-1));                                                  
GENR SOLEXL=LOG(SOJ/SOJMIN);                                                  
GENR SOLL1Z=LOG(SOL1/SOPOP1);                                                 
GENR SOPCPY=100*((SOPY/SOPY(-1))**4-1);                                       
GENR SOLRSZ=.25*LOG((1+SORS/100.)/(1+USRS/100.));                             
GENR SOLPYZ=LOG(SOPY/USPY);                                                   
GENR SOLPYZZ=LOG(SOPY/    SOPM);                                              
GENR SORBZ=      SORB-    SORS(-2);                                           
GENR SORBZZ=     SORB(-1)-SORS(-2);                                           
GENR SORSZ=      SORS-    SORS(-2);                                           
GENR SORSZZ=     SORS(-1)-SORS(-2);                                           
GENR SOLWZ=LOG(  SOW/     SOPY);                                              
GENR SOLE1=SOLE-SOLE(-1);                                                     
GENR SOLEA=SOLPYZ-SOLE(-1);                                                   
GENR SOLPXA=LOG(SOPX/(SOPW$*(SOE/SOE00)));                                    
GENR SOLPXB=LOG(SOPY/(SOPW$*(SOE/SOE00)));                                    
GENR SOLPXC=LOG(SOPW$*(SOE/SOE00));                                           
GENR SOLPX=LOG(SOPX);                                                         
GENR SOLI=LOG(SOI);                                                           
GENR SOLY=LOG(SOY);                                                           
CREATE SOLGZ=LOG(SOG/SOPOP);                                                  
Name added to list: SOLGZ           
CREATE SOLEXZ=LOG(SOEX/SOPOP);                                                
Name added to list: SOLEXZ          
EQ 155 SOLIMZ C SOLIMZ(-1) SOLCIGZ SOLPYZZ;                                   
EQUATION 155  SOLIMZ  
   RHS     C  SOLIMZ(-1)  SOLCIGZ  SOLPYZZ  
LHS SOIM=EXP(SOLIMZ)*SOPOP;                                                   
EQ 156 SOLCZ C SOLCZ(-1) SORS(-1) SOLYZ                                       
 FSR C SOLGZ SOLEXZ(-1) SOLPY(-1) SOLYZ(-1) SORB(-1)                          
 SOLCZ(-1) SORS(-1)                                                           
;                                                                             
EQUATION 156  SOLCZ  
   RHS     C  SOLCZ(-1)  SORS(-1)  SOLYZ  
   FSR     C  SOLGZ  SOLEXZ(-1)  SOLPY(-1)  SOLYZ(-1)  SORB(-1)  
   FSR     SOLCZ(-1)  SORS(-1)  
LHS SOC=EXP(SOLCZ)*SOPOP;                                                     
EQ 157 SOLI C SOLI(-1) SOLY SORB(-1)                                          
 FSR C SOLGZ SOLEXZ(-1) SOLPY(-1) SOLYZ(-1) SORB(-1)                          
 SOLI(-1) SOLY(-1)                                                            
;                                                                             
EQUATION 157  SOLI  
   RHS     C  SOLI(-1)  SOLY  SORB(-1)  
   FSR     C  SOLGZ  SOLEXZ(-1)  SOLPY(-1)  SOLYZ(-1)  SORB(-1)  
   FSR     SOLI(-1)  SOLY(-1)  
LHS SOI=EXP(SOLI);                                                            
EQ 158 SOLPY SOLPY(-1) C T SOLPM                                              
 FSR C SOLGZ SOLEXZ(-1) SOLPY(-1) SOLYZ(-1) SORB(-1)                          
 T SOLPM(-1)                                                                  
 SOZZ(-1)                                                                     
;                                                                             
EQUATION 158  SOLPY  
   RHS     SOLPY(-1)  C  T  SOLPM  
   FSR     C  SOLGZ  SOLEXZ(-1)  SOLPY(-1)  SOLYZ(-1)  SORB(-1)  
   FSR     T  SOLPM(-1)  SOZZ(-1)  
LHS SOPY=EXP(SOLPY);                                                          
EQ 159 SORS C SORS(-1) USRS RHO=1                                             
 FSR C SOLGZ SOLEXZ(-1) SOLPY(-1) SOLYZ(-1) SORB(-1)                          
 SORS(-1) SORS(-2)  USRS(-1)                                                  
;                                                                             
EQUATION 159  SORS  RHO=1  
   RHS     C  SORS(-1)  USRS  
   FSR     C  SOLGZ  SOLEXZ(-1)  SOLPY(-1)  SOLYZ(-1)  SORB(-1)  
   FSR     SORS(-1)  SORS(-2)  USRS(-1)  
LHS SORS=(ABS(SORS-.0)+SORS-.0)/2.+.0;                                        
EQ 160 SORBZ C SORBZZ SORSZ SORSZZ                                            
 FSR C SOLGZ SOLEXZ(-1) SOLPY(-1) SOLYZ(-1) SORB(-1)                          
 SORB(-2) SORS(-1) SORS(-2)                                                   
;                                                                             
EQUATION 160  SORBZ  
   RHS     C  SORBZZ  SORSZ  SORSZZ  
   FSR     C  SOLGZ  SOLEXZ(-1)  SOLPY(-1)  SOLYZ(-1)  SORB(-1)  
   FSR     SORB(-2)  SORS(-1)  SORS(-2)  
LHS  SORB=       SORBZ+   SORS(-2);                                           
EQ 161  SOLPXA SOLPXB RHO=2;                                                  
EQUATION 161  SOLPXA  RHO=2  
   RHS     SOLPXB  
LHS SOPX=EXP(SOLPXA)*(SOPW$*(SOE/SOE00));                                     
@IDENT KOV1=KOY-KOX;                                                          
IDENT KOV1PCT=KOV1/KOYS;                                                      
IDENT KOV=KOV(-1)+KOV1;                                                       
 IDENT KOM=(KOIM-KOIMDS)/KOPM00-KOMS;                                         
  IDENT KOEX=KOPX00*(KOE00*KOX00$+KOXS)+KOEXDS;                               
  IDENT KOX=KOC+KOI+KOG+KOEX-KOIM+KOSTAT;                                     
  IDENT KOS=KOPX*(KOE00*KOX00$+KOXS)-KOPM*(KOM+KOMS)+KOTT;                    
  IDENT KOY=KOX+KOV1;                                                         
IDENT KOSPCT=KOS/(KOYS*KOPY);                                                 
IDENT KOA=KOA(-1)+KOS;                                                        
IDENT KOM00$A=KOM/KOE00-KOM00$B;                                              
IDENT KOEE=2*KOPSI1*KOE-KOEE(-1);                                             
IDENT KOUR=(KOL1-KOJ)/(KOL1);                                                 
IDENT KOJMIN=KOY/KOLAM;                                                       
  IDENT KOZZ=LOG(KOY)-LOG(KOYS);                                              
IDENT KOPM=KOPSI2*KOPMP;                                                      
IDENT KOH=KOE/GEGEE;                                                          
IDENT KONW=KONW(-1)+KOI+KOV1+KOEX-KOIM;                                       
IDENT KOPX$=(KOE00/KOE)*KOPX;                                                 
GENR KOLCIGZ=LOG((KOC+KOI+KOG)/KOPOP);                                        
GENR KOLIMZ=LOG(KOIM/KOPOP);                                                  
GENR KOLPY=LOG(KOPY);                                                         
GENR KOLPM=LOG(KOPM);                                                         
GENR KOLYZ=LOG(KOY/KOPOP);                                                    
GENR KOAZ=KOA/(KOYS*KOPY);                                                    
GENR KOLW=LOG(KOW);                                                           
GENR KOLCZ=LOG(KOC/KOPOP);                                                    
GENR KOLM1Z=LOG(KOM1/(KOPOP*KOPY));                                           
GENR KOLM1ZL=LOG(KOM1(-1)/(KOPOP(-1)*KOPY));                                  
GENR KOLE=LOG(KOE);                                                           
GENR KOLF=LOG(KOF);                                                           
GENR KOLEE=LOG(KOEE);                                                         
GENR KOLJ1=LOG(KOJ/KOJ(-1));                                                  
GENR KOLY1=LOG(KOY/KOY(-1));                                                  
GENR KOLEXL=LOG(KOJ/KOJMIN);                                                  
GENR KOLL1Z=LOG(KOL1/KOPOP1);                                                 
GENR KOPCPY=100*((KOPY/KOPY(-1))**4-1);                                       
GENR KOLRSZ=.25*LOG((1+KORS/100.)/(1+USRS/100.));                             
GENR KOLPYZ=LOG(KOPY/USPY);                                                   
GENR KOLPYZZ=LOG(KOPY/    KOPM);                                              
GENR KORBZ=      KORB-    KORS(-2);                                           
GENR KORBZZ=     KORB(-1)-KORS(-2);                                           
GENR KORSZ=      KORS-    KORS(-2);                                           
GENR KORSZZ=     KORS(-1)-KORS(-2);                                           
GENR KOLWZ=LOG(  KOW/     KOPY);                                              
GENR KOLE1=KOLE-KOLE(-1);                                                     
GENR KOLEA=KOLPYZ-KOLE(-1);                                                   
GENR KOLPXA=LOG(KOPX/(KOPW$*(KOE/KOE00)));                                    
GENR KOLPXB=LOG(KOPY/(KOPW$*(KOE/KOE00)));                                    
GENR KOLPXC=LOG(KOPW$*(KOE/KOE00));                                           
GENR KOLPX=LOG(KOPX);                                                         
GENR KOLI=LOG(KOI);                                                           
GENR KOLY=LOG(KOY);                                                           
CREATE KOLGZ=LOG(KOG/KOPOP);                                                  
Name added to list: KOLGZ           
CREATE KOLEXZ=LOG(KOEX/KOPOP);                                                
Name added to list: KOLEXZ          
EQ 162 KOLIMZ C KOLIMZ(-1) KOLCIGZ ;                                          
EQUATION 162  KOLIMZ  
   RHS     C  KOLIMZ(-1)  KOLCIGZ  
LHS KOIM=EXP(KOLIMZ)*KOPOP;                                                   
EQ 163 KOLCZ C KOLCZ(-1) KOLYZ KORB                                           
 FSR C KOLGZ KOLEXZ(-1) KOLPY(-1) KOLYZ(-1) KORB(-1)                          
 KOLCZ(-1)                                                                    
;                                                                             
EQUATION 163  KOLCZ  
   RHS     C  KOLCZ(-1)  KOLYZ  KORB  
   FSR     C  KOLGZ  KOLEXZ(-1)  KOLPY(-1)  KOLYZ(-1)  KORB(-1)  
   FSR     KOLCZ(-1)  
LHS KOC=EXP(KOLCZ)*KOPOP;                                                     
EQ 164 KOLI C KOLI(-1) KOLY                                                   
 FSR C KOLGZ KOLEXZ(-1) KOLPY(-1) KOLYZ(-1) KORB(-1)                          
 KOLI(-1) KOLY(-1)                                                            
;                                                                             
EQUATION 164  KOLI  
   RHS     C  KOLI(-1)  KOLY  
   FSR     C  KOLGZ  KOLEXZ(-1)  KOLPY(-1)  KOLYZ(-1)  KORB(-1)  
   FSR     KOLI(-1)  KOLY(-1)  
LHS KOI=EXP(KOLI);                                                            
EQ 165 KOLPY KOLPY(-1) C T KOZZ(-1)                                           
 FSR C KOLGZ KOLEXZ(-1) KOLPY(-1) KOLYZ(-1) KORB(-1)                          
 KOLPY(-2) T KOLPM(-1)                                                        
 KOZZ(-1) KOZZ(-2)                                                            
;                                                                             
EQUATION 165  KOLPY  
   RHS     KOLPY(-1)  C  T  KOZZ(-1)  
   FSR     C  KOLGZ  KOLEXZ(-1)  KOLPY(-1)  KOLYZ(-1)  KORB(-1)  
   FSR     KOLPY(-2)  T  KOLPM(-1)  KOZZ(-1)  KOZZ(-2)  
EQ 166 KOLM1Z C KOLM1ZL KOLYZ                                                 
 FSR C KOLGZ KOLEXZ(-1) KOLPY(-1) KOLYZ(-1) KORB(-1)                          
 KOLM1Z(-1) KOLM1ZL                                                           
;                                                                             
EQUATION 166  KOLM1Z  
   RHS     C  KOLM1ZL  KOLYZ  
   FSR     C  KOLGZ  KOLEXZ(-1)  KOLPY(-1)  KOLYZ(-1)  KORB(-1)  
   FSR     KOLM1Z(-1)  KOLM1ZL  
LHS KOM1=EXP(KOLM1Z)*KOPOP*KOPY;                                              
LHS KOPY=EXP(KOLPY);                                                          
EQ 167 KORBZ C KORBZZ KORSZ KORSZZ                                            
 FSR C KOLGZ KOLEXZ(-1) KOLPY(-1) KOLYZ(-1) KORB(-1)                          
 KORB(-2) KORS(-1) KORS(-2)                                                   
;                                                                             
EQUATION 167  KORBZ  
   RHS     C  KORBZZ  KORSZ  KORSZZ  
   FSR     C  KOLGZ  KOLEXZ(-1)  KOLPY(-1)  KOLYZ(-1)  KORB(-1)  
   FSR     KORB(-2)  KORS(-1)  KORS(-2)  
LHS  KORB=       KORBZ+   KORS(-2);                                           
EQ 168 KOLE1 C KOLEA RHO=1                                                    
 FSR C KOLGZ KOLEXZ(-1) KOLPY(-1) KOLYZ(-1) KORB(-1)                          
 KOLE1(-1) KOLEA(-1)                                                          
;                                                                             
EQUATION 168  KOLE1  RHO=1  
   RHS     C  KOLEA  
   FSR     C  KOLGZ  KOLEXZ(-1)  KOLPY(-1)  KOLYZ(-1)  KORB(-1)  
   FSR     KOLE1(-1)  KOLEA(-1)  
EQ 169  KOLPXA KOLPXB RHO=2;                                                  
EQUATION 169  KOLPXA  RHO=2  
   RHS     KOLPXB  
LHS KOPX=EXP(KOLPXA)*(KOPW$*(KOE/KOE00));                                     
LHS KOE=EXP(KOLE1)*KOE(-1);                                                   
@IDENT BEV1=BEY-BEX;                                                          
IDENT BEV1PCT=BEV1/BEYS;                                                      
IDENT BEV=BEV(-4)+BEV1;                                                       
 IDENT BEM=(BEIM-BEIMDS)/BEPM00-BEMS;                                         
  IDENT BEEX=BEPX00*(BEE00*BEX00$+BEXS)+BEEXDS;                               
  IDENT BEX=BEC+BEI+BEG+BEEX-BEIM+BESTAT;                                     
  IDENT BEY=BEX+BEV1;                                                         
  IDENT BES=BEPX*(BEE00*BEX00$+BEXS)-BEPM*(BEM+BEMS)+BETT;                    
IDENT BESPCT=BES/(BEYS*BEPY);                                                 
IDENT BEA=BEA(-4)+BES;                                                        
IDENT BEM00$A=BEM/BEE00-BEM00$B;                                              
IDENT BEUR=(BEL1-BEJ)/(BEL1);                                                 
IDENT BEJMIN=BEY/BELAM;                                                       
  IDENT BEZZ=LOG(BEY)-LOG(BEYS);                                              
IDENT BEPM=BEPSI2*BEPMP;                                                      
IDENT BEE=BEH*GEGEEN;                                                         
IDENT BENW=BENW(-4)+BEI+BEV1+BEEX-BEIM;                                       
IDENT BEPX$=(BEE00/BEE)*BEPX;                                                 
GENR BELCIGZ=LOG((BEC+BEI+BEG)/BEPOP);                                        
GENR BELIMZ=LOG(BEIM/BEPOP);                                                  
GENR BELPY=LOG(BEPY);                                                         
GENR BELPM=LOG(BEPM);                                                         
GENR BELYZ=LOG(BEY/BEPOP);                                                    
GENR BEAZ=BEA/(BEYS*BEPY);                                                    
GENR BELW=LOG(BEW);                                                           
GENR BELCZ=LOG(BEC/BEPOP);                                                    
GENR BELM1Z=LOG(BEM1/(BEPOP*BEPY));                                           
GENR BELM1ZL=LOG(BEM1(-4)/(BEPOP(-4)*BEPY));                                  
GENR BELE=LOG(BEE);                                                           
GENR BELJ1=LOG(BEJ/BEJ(-4));                                                  
GENR BELY1=LOG(BEY/BEY(-4));                                                  
GENR BELEXL=LOG(BEJ/BEJMIN);                                                  
GENR BELL1Z=LOG(BEL1/BEPOP1);                                                 
GENR BEPCPY=100*((BEPY/BEPY(-4))**1-1);                                       
GENR BELRSZ=.25*LOG((1+BERS/100.)/(1+USRSN/100.));                            
GENR BELPYZ=LOG(BEPY/USPYN);                                                  
GENR BELPYZZ=LOG(BEPY/    BEPM);                                              
GENR BERBZ=      BERB-    BERS(-4);                                           
GENR BERBZZ=     BERB(-4)-BERS(-4);                                           
GENR BERSZ=      BERS-    BERS(-4);                                           
GENR BELWZ=LOG(  BEW/     BEPY);                                              
GENR BELRSZG=.25*LOG((1+BERS/100.)/(1+GEGERSN/100.));                         
GENR BELPYZG=LOG(BEPY/GEGEPYN);                                               
GENR BELH=LOG(BEH);                                                           
GENR BELH1=BELH-BELH(-4);                                                     
GENR BELHA=BELPYZG-BELH(-4);                                                  
GENR BELPXA=LOG(BEPX/(BEPW$*(BEE/BEE00)));                                    
GENR BELPXB=LOG(BEPY/(BEPW$*(BEE/BEE00)));                                    
GENR BELPXC=LOG(BEPW$*(BEE/BEE00));                                           
GENR BELPX=LOG(BEPX);                                                         
GENR BELI=LOG(BEI);                                                           
GENR BELY=LOG(BEY);                                                           
CREATE BELGZ=LOG(BEG/BEPOP);                                                  
Name added to list: BELGZ           
CREATE BELEXZ=LOG(BEEX/BEPOP);                                                
Name added to list: BELEXZ          
EQ 170 BELIMZ C BELIMZ(-4) BELPYZZ BELCIGZ                                    
 FSR C BELGZ BELEXZ(-4) BELPY(-4) BELYZ(-4) BERB(-4)                          
 BELIMZ(-4) BELPYZZ(-4) BELCIGZ(-4)                                           
;                                                                             
EQUATION 170  BELIMZ  
   RHS     C  BELIMZ(-4)  BELPYZZ  BELCIGZ  
   FSR     C  BELGZ  BELEXZ(-4)  BELPY(-4)  BELYZ(-4)  BERB(-4)  
   FSR     BELIMZ(-4)  BELPYZZ(-4)  BELCIGZ(-4)  
LHS BEIM=EXP(BELIMZ)*BEPOP;                                                   
EQ 171 BELCZ C BELCZ(-4) BELYZ                                                
 FSR C BELGZ BELEXZ(-4) BELPY(-4) BELYZ(-4) BERB(-4)                          
 BELCZ(-4)                                                                    
;                                                                             
EQUATION 171  BELCZ  
   RHS     C  BELCZ(-4)  BELYZ  
   FSR     C  BELGZ  BELEXZ(-4)  BELPY(-4)  BELYZ(-4)  BERB(-4)  
   FSR     BELCZ(-4)  
LHS BEC=EXP(BELCZ)*BEPOP;                                                     
EQ 172 BELI C BELI(-4) BELY BERB                                              
 FSR C BELGZ BELEXZ(-4) BELPY(-4) BELYZ(-4) BERB(-4)                          
 BELI(-4) BELY(-4)                                                            
;                                                                             
EQUATION 172  BELI  
   RHS     C  BELI(-4)  BELY  BERB  
   FSR     C  BELGZ  BELEXZ(-4)  BELPY(-4)  BELYZ(-4)  BERB(-4)  
   FSR     BELI(-4)  BELY(-4)  
LHS BEI=EXP(BELI);                                                            
EQ 173 BELPY BELPY(-4) C TN BELPM                                             
 BEZZ(-4)                                                                     
;                                                                             
EQUATION 173  BELPY  
   RHS     BELPY(-4)  C  TN  BELPM  BEZZ(-4)  
EQ 174 BELM1Z C BELM1Z(-4) BERS BELYZ                                         
;                                                                             
EQUATION 174  BELM1Z  
   RHS     C  BELM1Z(-4)  BERS  BELYZ  
LHS BEM1=EXP(BELM1Z)*BEPOP*BEPY;                                              
LHS BEPY=EXP(BELPY);                                                          
EQ 175 BERSA C BERS(-4) GEGERSN                                               
 BEPCPY BEZZ                                                                  
;                                                                             
EQUATION 175  BERSA  
   RHS     C  BERS(-4)  GEGERSN  BEPCPY  BEZZ  
LHS BERS=(1-EU1)*BERSA+EU1*EUEURSN;                                           
EQ 176 BERBZ C BERBZZ BERSZ ;                                                 
EQUATION 176  BERBZ  
   RHS     C  BERBZZ  BERSZ  
LHS  BERB=  (1-EU1)*(BERBZ+   BERS(-4))+EU1*EUEURBN;                          
EQ 177 BELH1 C BELHA                                                          
;                                                                             
EQUATION 177  BELH1  
   RHS     C  BELHA  
LHS BEH=(1-EU1)*(EXP(BELH1)*BEH(-4))+EU1*1;                                   
@EQ  11 BELPXA BELPXB RHO=8;                                                  
EQ 178  BELPXA;                                                               
EQUATION 178  BELPXA  
NLEQ BELPXA=COEF(1,178)*(BELPXB-COEF(2,178)*BELPXB(-4)-COEF(3,178)*BELPXB(-8))
 +COEF(2,178)*BELPXA(-4)+COEF(3,178)*BELPXA(-8);                              
LHS BEPX=EXP(BELPXA)*(BEPW$*(BEE/BEE00));                                     
EQ 179  BELJ1 C TN BELEXL(-4) BELY1 ;                                         
EQUATION 179  BELJ1  
   RHS     C  TN  BELEXL(-4)  BELY1  
LHS BEJ=EXP(BELJ1)*BEJ(-4);                                                   
EQ 180  BELL1Z C TN BELL1Z(-4) BEUR ;                                         
EQUATION 180  BELL1Z  
   RHS     C  TN  BELL1Z(-4)  BEUR  
LHS BEL1=EXP(BELL1Z)*BEPOP1;                                                  
@IDENT DEV1=DEY-DEX;                                                          
IDENT DEV1PCT=DEV1/DEYS;                                                      
IDENT DEV=DEV(-4)+DEV1;                                                       
 IDENT DEM=(DEIM-DEIMDS)/DEPM00-DEMS;                                         
  IDENT DEEX=DEPX00*(DEE00*DEX00$+DEXS)+DEEXDS;                               
  IDENT DEX=DEC+DEI+DEG+DEEX-DEIM+DESTAT;                                     
  IDENT DEY=DEX+DEV1;                                                         
  IDENT DES=DEPX*(DEE00*DEX00$+DEXS)-DEPM*(DEM+DEMS)+DETT;                    
IDENT DESPCT=DES/(DEYS*DEPY);                                                 
IDENT DEA=DEA(-4)+DES;                                                        
IDENT DEM00$A=DEM/DEE00-DEM00$B;                                              
IDENT DEUR=(DEL1-DEJ)/(DEL1);                                                 
IDENT DEJMIN=DEY/DELAM;                                                       
  IDENT DEZZ=LOG(DEY)-LOG(DEYS);                                              
IDENT DEPM=DEPSI2*DEPMP;                                                      
IDENT DEE=DEH*GEGEEN;                                                         
IDENT DENW=DENW(-4)+DEI+DEV1+DEEX-DEIM;                                       
IDENT DEPX$=(DEE00/DEE)*DEPX;                                                 
GENR DELCIGZ=LOG((DEC+DEI+DEG)/DEPOP);                                        
GENR DELIMZ=LOG(DEIM/DEPOP);                                                  
GENR DELPY=LOG(DEPY);                                                         
GENR DELPM=LOG(DEPM);                                                         
GENR DELYZ=LOG(DEY/DEPOP);                                                    
GENR DEAZ=DEA/(DEYS*DEPY);                                                    
GENR DELW=LOG(DEW);                                                           
GENR DELCZ=LOG(DEC/DEPOP);                                                    
GENR DELM1Z=LOG(DEM1/(DEPOP*DEPY));                                           
GENR DELM1ZL=LOG(DEM1(-4)/(DEPOP(-4)*DEPY));                                  
GENR DELE=LOG(DEE);                                                           
GENR DELJ1=LOG(DEJ/DEJ(-4));                                                  
GENR DELY1=LOG(DEY/DEY(-4));                                                  
GENR DELEXL=LOG(DEJ/DEJMIN);                                                  
GENR DELL1Z=LOG(DEL1/DEPOP1);                                                 
GENR DEPCPY=100*((DEPY/DEPY(-4))**1-1);                                       
GENR DELRSZ=.25*LOG((1+DERS/100.)/(1+USRSN/100.));                            
GENR DELPYZ=LOG(DEPY/USPYN);                                                  
GENR DELPYZZ=LOG(DEPY/    DEPM);                                              
GENR DERBZ=      DERB-    DERS(-4);                                           
GENR DERBZZ=     DERB(-4)-DERS(-4);                                           
GENR DERSZ=      DERS-    DERS(-4);                                           
GENR DELWZ=LOG(  DEW/     DEPY);                                              
GENR DELRSZG=.25*LOG((1+DERS/100.)/(1+GEGERSN/100.));                         
GENR DELPYZG=LOG(DEPY/GEGEPYN);                                               
GENR DELHH=LOG(DEH);                                                          
GENR DELH1=DELHH-DELHH(-4);                                                   
GENR DELHA=DELPYZG-DELHH(-4);                                                 
GENR DELPXA=LOG(DEPX/(DEPW$*(DEE/DEE00)));                                    
GENR DELPXB=LOG(DEPY/(DEPW$*(DEE/DEE00)));                                    
GENR DELPXC=LOG(DEPW$*(DEE/DEE00));                                           
GENR DELPX=LOG(DEPX);                                                         
GENR DELI=LOG(DEI);                                                           
GENR DELY=LOG(DEY);                                                           
GENR DEGA1=100*(DEY/DEYS-GEGEYN/GEGEYSN);                                     
CREATE DELGZ=LOG(DEG/DEPOP);                                                  
Name added to list: DELGZ           
CREATE DELEXZ=LOG(DEEX/DEPOP);                                                
Name added to list: DELEXZ          
EQ 181 DELIMZ C DELIMZ(-4) DELCIGZ DELPYZZ                                    
 FSR C DELGZ DELEXZ(-4) DELPY(-4) DELYZ(-4) DERB(-4)                          
 DELIMZ(-4) DELPYZZ(-4) DELCIGZ(-4)                                           
;                                                                             
EQUATION 181  DELIMZ  
   RHS     C  DELIMZ(-4)  DELCIGZ  DELPYZZ  
   FSR     C  DELGZ  DELEXZ(-4)  DELPY(-4)  DELYZ(-4)  DERB(-4)  
   FSR     DELIMZ(-4)  DELPYZZ(-4)  DELCIGZ(-4)  
LHS DEIM=EXP(DELIMZ)*DEPOP;                                                   
EQ 182 DELCZ C DELCZ(-4) DELYZ                                                
 FSR C DELGZ DELEXZ(-4) DELPY(-4) DELYZ(-4) DERB(-4)                          
 DELCZ(-4) DEAZ(-4)                                                           
;                                                                             
EQUATION 182  DELCZ  
   RHS     C  DELCZ(-4)  DELYZ  
   FSR     C  DELGZ  DELEXZ(-4)  DELPY(-4)  DELYZ(-4)  DERB(-4)  
   FSR     DELCZ(-4)  DEAZ(-4)  
LHS DEC=EXP(DELCZ)*DEPOP;                                                     
EQ 183 DELI C DELI(-4) DELY DERB                                              
 FSR C DELGZ DELEXZ(-4) DELPY(-4) DELYZ(-4) DERB(-4)                          
 DELI(-4) DELY(-4)                                                            
;                                                                             
EQUATION 183  DELI  
   RHS     C  DELI(-4)  DELY  DERB  
   FSR     C  DELGZ  DELEXZ(-4)  DELPY(-4)  DELYZ(-4)  DERB(-4)  
   FSR     DELI(-4)  DELY(-4)  
LHS DEI=EXP(DELI);                                                            
EQ 184 DELPY DELPY(-4) C TN DELPM                                             
;                                                                             
EQUATION 184  DELPY  
   RHS     DELPY(-4)  C  TN  DELPM  
EQ 185 DELM1Z C DELM1ZL DERS DELYZ                                            
;                                                                             
EQUATION 185  DELM1Z  
   RHS     C  DELM1ZL  DERS  DELYZ  
LHS DEM1=EXP(DELM1Z)*DEPOP*DEPY;                                              
LHS DEPY=EXP(DELPY);                                                          
EQ 186 DERS C DERS(-4) GEGERSN                                                
 DEZZ DEPCPY                                                                  
;                                                                             
EQUATION 186  DERS  
   RHS     C  DERS(-4)  GEGERSN  DEZZ  DEPCPY  
LHS DERS=(ABS(DERS-.0)+DERS-.0)/2.+.0;                                        
EQ 187 DERBZ C DERBZZ DERSZ ;                                                 
EQUATION 187  DERBZ  
   RHS     C  DERBZZ  DERSZ  
LHS  DERB=       DERBZ+   DERS(-4);                                           
GENR DELH1Z=DELH1-.050*DELHA;                                                 
EQ 188 DELH1Z C                                                               
;                                                                             
EQUATION 188  DELH1Z  
   RHS     C  
LHS DEH=EXP(DELH1Z+.050*DELHA)*DEH(-4);                                       
@EQ  11 DELPXA DELPXB RHO=8;                                                  
EQ 189  DELPXA;                                                               
EQUATION 189  DELPXA  
NLEQ DELPXA=COEF(1,189)*(DELPXB-COEF(2,189)*DELPXB(-4)-COEF(3,189)*DELPXB(-8))
 +COEF(2,189)*DELPXA(-4)+COEF(3,189)*DELPXA(-8);                              
LHS DEPX=EXP(DELPXA)*(DEPW$*(DEE/DEE00));                                     
EQ 190  DELJ1 C TN DELEXL(-4) DELY1 ;                                         
EQUATION 190  DELJ1  
   RHS     C  TN  DELEXL(-4)  DELY1  
LHS DEJ=EXP(DELJ1)*DEJ(-4);                                                   
@IDENT NOV1=NOY-NOX;                                                          
IDENT NOV1PCT=NOV1/NOYS;                                                      
IDENT NOV=NOV(-4)+NOV1;                                                       
 IDENT NOM=(NOIM-NOIMDS)/NOPM00-NOMS;                                         
  IDENT NOEX=NOPX00*(NOE00*NOX00$+NOXS)+NOEXDS;                               
  IDENT NOX=NOC+NOI+NOG+NOEX-NOIM+NOSTAT;                                     
  IDENT NOS=NOPX*(NOE00*NOX00$+NOXS)-NOPM*(NOM+NOMS)+NOTT;                    
  IDENT NOY=NOX+NOV1;                                                         
IDENT NOSPCT=NOS/(NOYS*NOPY);                                                 
IDENT NOA=NOA(-4)+NOS;                                                        
IDENT NOM00$A=NOM/NOE00-NOM00$B;                                              
IDENT NOUR=(NOL1-NOJ)/(NOL1);                                                 
IDENT NOJMIN=NOY/NOLAM;                                                       
  IDENT NOZZ=LOG(NOY)-LOG(NOYS);                                              
IDENT NOPM=NOPSI2*NOPMP;                                                      
IDENT NOE=NOH*GEGEEN;                                                         
IDENT NONW=NONW(-4)+NOI+NOV1+NOEX-NOIM;                                       
IDENT NOPX$=(NOE00/NOE)*NOPX;                                                 
GENR NOLCIGZ=LOG((NOC+NOI+NOG)/NOPOP);                                        
GENR NOLIMZ=LOG(NOIM/NOPOP);                                                  
GENR NOLPY=LOG(NOPY);                                                         
GENR NOLPM=LOG(NOPM);                                                         
GENR NOLYZ=LOG(NOY/NOPOP);                                                    
GENR NOAZ=NOA/(NOYS*NOPY);                                                    
GENR NOLW=LOG(NOW);                                                           
GENR NOLCZ=LOG(NOC/NOPOP);                                                    
GENR NOLM1Z=LOG(NOM1/(NOPOP*NOPY));                                           
GENR NOLM1ZL=LOG(NOM1(-4)/(NOPOP(-4)*NOPY));                                  
GENR NOLE=LOG(NOE);                                                           
GENR NOLJ1=LOG(NOJ/NOJ(-4));                                                  
GENR NOLY1=LOG(NOY/NOY(-4));                                                  
GENR NOLEXL=LOG(NOJ/NOJMIN);                                                  
GENR NOLL1Z=LOG(NOL1/NOPOP1);                                                 
GENR NOPCPY=100*((NOPY/NOPY(-4))**1-1);                                       
GENR NOLRSZ=.25*LOG((1+NORS/100.)/(1+USRSN/100.));                            
GENR NOLPYZ=LOG(NOPY/USPYN);                                                  
GENR NOLPYZZ=LOG(NOPY/    NOPM);                                              
GENR NORBZ=      NORB-    NORS(-4);                                           
GENR NORBZZ=     NORB(-4)-NORS(-4);                                           
GENR NORSZ=      NORS-    NORS(-4);                                           
GENR NOLWZ=LOG(  NOW/     NOPY);                                              
GENR NOLRSZG=.25*LOG((1+NORS/100.)/(1+GEGERSN/100.));                         
GENR NOLPYZG=LOG(NOPY/GEGEPYN);                                               
GENR NOLH=LOG(NOH);                                                           
GENR NOLH1=NOLH-NOLH(-4);                                                     
GENR NOLHA=NOLPYZG-NOLH(-4);                                                  
GENR NOLPXA=LOG(NOPX/(NOPW$*(NOE/NOE00)));                                    
GENR NOLPXB=LOG(NOPY/(NOPW$*(NOE/NOE00)));                                    
GENR NOLPXC=LOG(NOPW$*(NOE/NOE00));                                           
GENR NOLPX=LOG(NOPX);                                                         
GENR NOLI=LOG(NOI);                                                           
GENR NOLY=LOG(NOY);                                                           
GENR NOYZ=NOY/NOPOP;                                                          
GENR NOGA2=100*((NOYZ/NOYZ(-4))-1.)                                           
          -100*(((GEGEYN/GEGEPOPN)/(GEGEYN(-4)/GEGEPOPN(-4)))-1.);            
CREATE NOLGZ=LOG(NOG/NOPOP);                                                  
Name added to list: NOLGZ           
CREATE NOLEXZ=LOG(NOEX/NOPOP);                                                
Name added to list: NOLEXZ          
EQ 191 NOLIMZ C NOLIMZ(-4) NOLPYZZ NOLCIGZ                                    
     FSR C NOLGZ NOLEXZ(-4) NOLPY(-4) NOLYZ(-4) NORB(-4)                      
 NOLIMZ(-4) NOLPYZZ(-4) NOLCIGZ(-4)                                           
;                                                                             
EQUATION 191  NOLIMZ  
   RHS     C  NOLIMZ(-4)  NOLPYZZ  NOLCIGZ  
   FSR     C  NOLGZ  NOLEXZ(-4)  NOLPY(-4)  NOLYZ(-4)  NORB(-4)  
   FSR     NOLIMZ(-4)  NOLPYZZ(-4)  NOLCIGZ(-4)  
LHS NOIM=EXP(NOLIMZ)*NOPOP;                                                   
EQ 192 NOLCZ C NOLCZ(-4) NOLYZ                                                
 FSR C NOLGZ NOLEXZ(-4) NOLPY(-4) NOLYZ(-4) NORB(-4)                          
 NOLCZ(-4)                                                                    
;                                                                             
EQUATION 192  NOLCZ  
   RHS     C  NOLCZ(-4)  NOLYZ  
   FSR     C  NOLGZ  NOLEXZ(-4)  NOLPY(-4)  NOLYZ(-4)  NORB(-4)  
   FSR     NOLCZ(-4)  
LHS NOC=EXP(NOLCZ)*NOPOP;                                                     
EQ 193 NOLI C NOLI(-4) NOLY  NORS                                             
 FSR C NOLGZ NOLEXZ(-4) NOLPY(-4) NOLYZ(-4) NORB(-4)                          
 NOLI(-4) NORS(-4) NOLY(-4)                                                   
;                                                                             
EQUATION 193  NOLI  
   RHS     C  NOLI(-4)  NOLY  NORS  
   FSR     C  NOLGZ  NOLEXZ(-4)  NOLPY(-4)  NOLYZ(-4)  NORB(-4)  
   FSR     NOLI(-4)  NORS(-4)  NOLY(-4)  
LHS NOI=EXP(NOLI);                                                            
EQ 194 NOLPY NOLPY(-4) C TN NOLPM                                             
 NOZZ(-4)                                                                     
 FSR C NOLGZ NOLEXZ(-4) NOLPY(-4) NOLYZ(-4) NORB(-4)                          
 TN NOLPM(-4) NOZZ(-4);                                                       
EQUATION 194  NOLPY  
   RHS     NOLPY(-4)  C  TN  NOLPM  NOZZ(-4)  
   FSR     C  NOLGZ  NOLEXZ(-4)  NOLPY(-4)  NOLYZ(-4)  NORB(-4)  
   FSR     TN  NOLPM(-4)  NOZZ(-4)  
LHS NOPY=EXP(NOLPY);                                                          
EQ 195 NORS C NORS(-4) GEGERSN                                                
 NOZZ                                                                         
;                                                                             
EQUATION 195  NORS  
   RHS     C  NORS(-4)  GEGERSN  NOZZ  
LHS NORS=(ABS(NORS-.0)+NORS-.0)/2.+.0;                                        
EQ 196 NORBZ C NORBZZ NORSZ ;                                                 
EQUATION 196  NORBZ  
   RHS     C  NORBZZ  NORSZ  
LHS  NORB=       NORBZ+   NORS(-4);                                           
GENR NOLH1Z=NOLH1-.050*NOLHA;                                                 
Name added to list: NOLH1Z          
EQ 197 NOLH1Z C                                                               
;                                                                             
EQUATION 197  NOLH1Z  
   RHS     C  
LHS NOH=EXP(NOLH1Z+.050*NOLHA)*NOH(-4);                                       
EQ 198  NOLJ1 C TN NOLEXL(-4) NOLY1 ;                                         
EQUATION 198  NOLJ1  
   RHS     C  TN  NOLEXL(-4)  NOLY1  
LHS NOJ=EXP(NOLJ1)*NOJ(-4);                                                   
EQ 199  NOLL1Z C TN NOLL1Z(-4) NOUR ;                                         
EQUATION 199  NOLL1Z  
   RHS     C  TN  NOLL1Z(-4)  NOUR  
LHS NOL1=EXP(NOLL1Z)*NOPOP1;                                                  
@IDENT SWV1=SWY-SWX;                                                          
IDENT SWV1PCT=SWV1/SWYS;                                                      
IDENT SWV=SWV(-4)+SWV1;                                                       
 IDENT SWM=(SWIM-SWIMDS)/SWPM00-SWMS;                                         
  IDENT SWEX=SWPX00*(SWE00*SWX00$+SWXS)+SWEXDS;                               
IDENT SWX=SWC+SWI+SWG+SWEX-SWIM+SWSTAT;                                       
  IDENT SWS=SWPX*(SWE00*SWX00$+SWXS)-SWPM*(SWM+SWMS)+SWTT;                    
  IDENT SWY=SWX+SWV1;                                                         
IDENT SWSPCT=SWS/(SWYS*SWPY);                                                 
IDENT SWA=SWA(-4)+SWS;                                                        
IDENT SWM00$A=SWM/SWE00-SWM00$B;                                              
IDENT SWUR=(SWL1-SWJ)/(SWL1);                                                 
IDENT SWJMIN=SWY/SWLAM;                                                       
  IDENT SWZZ=LOG(SWY)-LOG(SWYS);                                              
IDENT SWPM=SWPSI2*SWPMP;                                                      
IDENT SWE=SWH*GEGEEN;                                                         
IDENT SWNW=SWNW(-4)+SWI+SWV1+SWEX-SWIM;                                       
IDENT SWPX$=(SWE00/SWE)*SWPX;                                                 
GENR SWLCIGZ=LOG((SWC+SWI+SWG)/SWPOP);                                        
GENR SWLIMZ=LOG(SWIM/SWPOP);                                                  
GENR SWLPY=LOG(SWPY);                                                         
GENR SWLPM=LOG(SWPM);                                                         
GENR SWLYZ=LOG(SWY/SWPOP);                                                    
GENR SWAZ=SWA/(SWYS*SWPY);                                                    
GENR SWLW=LOG(SWW);                                                           
GENR SWLWQ=LOG(SWW)-LOG(SWLAM);                                               
GENR SWLCZ=LOG(SWC/SWPOP);                                                    
GENR SWLM1Z=LOG(SWM1/(SWPOP*SWPY));                                           
GENR SWLM1ZL=LOG(SWM1(-4)/(SWPOP(-4)*SWPY));                                  
GENR SWLE=LOG(SWE);                                                           
GENR SWLJ1=LOG(SWJ/SWJ(-4));                                                  
GENR SWLY1=LOG(SWY/SWY(-4));                                                  
GENR SWLEXL=LOG(SWJ/SWJMIN);                                                  
GENR SWLL1Z=LOG(SWL1/SWPOP1);                                                 
GENR SWPCPY=100*((SWPY/SWPY(-4))**1-1);                                       
GENR SWLRSZ=.25*LOG((1+SWRS/100.)/(1+USRSN/100.));                            
GENR SWLPYZ=LOG(SWPY/USPYN);                                                  
GENR SWLPYZZ=LOG(SWPY/    SWPM);                                              
GENR SWRBZ=      SWRB-    SWRS(-4);                                           
GENR SWRBZZ=     SWRB(-4)-SWRS(-4);                                           
GENR SWRSZ=      SWRS-    SWRS(-4);                                           
GENR SWLWZ=LOG(  SWW/     SWPY);                                              
GENR SWLRSZG=.25*LOG((1+SWRS/100.)/(1+GEGERSN/100.));                         
GENR SWLPYZG=LOG(SWPY/GEGEPYN);                                               
GENR SWLH=LOG(SWH);                                                           
GENR SWLH1=SWLH-SWLH(-4);                                                     
GENR SWLHA=SWLPYZG-SWLH(-4);                                                  
GENR SWLPXA=LOG(SWPX/(SWPW$*(SWE/SWE00)));                                    
GENR SWLPXB=LOG(SWPY/(SWPW$*(SWE/SWE00)));                                    
GENR SWLPXC=LOG(SWPW$*(SWE/SWE00));                                           
GENR SWLPX=LOG(SWPX);                                                         
GENR SWLI=LOG(SWI);                                                           
GENR SWLY=LOG(SWY);                                                           
GENR SWGA1=100*(SWY/SWYS-GEGEYN/GEGEYSN);                                     
CREATE SWLGZ=LOG(SWG/SWPOP);                                                  
Name added to list: SWLGZ           
CREATE SWLEXZ=LOG(SWEX/SWPOP);                                                
Name added to list: SWLEXZ          
EQ 200 SWLIMZ SWLIMZ(-4) SWLCIGZ                                              
 C SWLPYZZ                                                                    
 FSR C SWLGZ SWLEXZ(-4) SWLPY(-4) SWLYZ(-4) SWRS(-4)                          
 SWLIMZ(-4) SWLPYZZ(-4) SWLCIGZ(-4)                                           
;                                                                             
EQUATION 200  SWLIMZ  
   RHS     SWLIMZ(-4)  SWLCIGZ  C  SWLPYZZ  
   FSR     C  SWLGZ  SWLEXZ(-4)  SWLPY(-4)  SWLYZ(-4)  SWRS(-4)  
   FSR     SWLIMZ(-4)  SWLPYZZ(-4)  SWLCIGZ(-4)  
EQ 201 SWLCZ C SWLCZ(-4) SWLYZ                                                
 FSR C SWLGZ SWLEXZ(-4) SWLPY(-4) SWLYZ(-4) SWRS(-4)                          
 SWLCZ(-4)                                                                    
;                                                                             
EQUATION 201  SWLCZ  
   RHS     C  SWLCZ(-4)  SWLYZ  
   FSR     C  SWLGZ  SWLEXZ(-4)  SWLPY(-4)  SWLYZ(-4)  SWRS(-4)  
   FSR     SWLCZ(-4)  
LHS SWC=EXP(SWLCZ)*SWPOP;                                                     
EQ 202 SWLI C SWLI(-4) SWLY SWRS                                              
 FSR C SWLGZ SWLEXZ(-4) SWLPY(-4) SWLYZ(-4) SWRS(-4)                          
 SWLI(-4) SWLY(-4)                                                            
;                                                                             
EQUATION 202  SWLI  
   RHS     C  SWLI(-4)  SWLY  SWRS  
   FSR     C  SWLGZ  SWLEXZ(-4)  SWLPY(-4)  SWLYZ(-4)  SWRS(-4)  
   FSR     SWLI(-4)  SWLY(-4)  
LHS SWI=EXP(SWLI);                                                            
EQ 203 SWLPY SWLPY(-4) C TN SWLPM                                             
 SWZZ(-4)                                                                     
 FSR C SWLGZ SWLEXZ(-4) SWLPY(-4) SWLYZ(-4) SWRS(-4)                          
 TN SWLPM(-4) SWZZ(-4);                                                       
EQUATION 203  SWLPY  
   RHS     SWLPY(-4)  C  TN  SWLPM  SWZZ(-4)  
   FSR     C  SWLGZ  SWLEXZ(-4)  SWLPY(-4)  SWLYZ(-4)  SWRS(-4)  
   FSR     TN  SWLPM(-4)  SWZZ(-4)  
EQ 204 SWLM1Z C SWRS SWLYZ                                                    
  SWLM1Z(-4)                                                                  
;                                                                             
EQUATION 204  SWLM1Z  
   RHS     C  SWRS  SWLYZ  SWLM1Z(-4)  
LHS SWM1=EXP(SWLM1Z)*SWPOP*SWPY;                                              
LHS SWPY=EXP(SWLPY);                                                          
EQ 205 SWRS C SWRS(-4) USRSN                                                  
  SWPCPY SWZZ                                                                 
;                                                                             
EQUATION 205  SWRS  
   RHS     C  SWRS(-4)  USRSN  SWPCPY  SWZZ  
LHS SWRS=(ABS(SWRS-.0)+SWRS-.0)/2.+.0;                                        
EQ 206 SWLH1 C SWLHA                                                          
;                                                                             
EQUATION 206  SWLH1  
   RHS     C  SWLHA  
LHS SWH=EXP(SWLH1)*SWH(-4);                                                   
@EQ  11 SWLPXA SWLPXB RHO=8;                                                  
EQ 207  SWLPXA;                                                               
EQUATION 207  SWLPXA  
NLEQ SWLPXA=COEF(1,207)*(SWLPXB-COEF(2,207)*SWLPXB(-4)-COEF(3,207)*SWLPXB(-8))
 +COEF(2,207)*SWLPXA(-4)+COEF(3,207)*SWLPXA(-8);                              
LHS SWPX=EXP(SWLPXA)*(SWPW$*(SWE/SWE00));                                     
EQ 208  SWLJ1 C TN SWLEXL(-4) SWLY1 ;                                         
EQUATION 208  SWLJ1  
   RHS     C  TN  SWLEXL(-4)  SWLY1  
LHS SWJ=EXP(SWLJ1)*SWJ(-4);                                                   
EQ 209  SWLL1Z C TN SWLL1Z(-4) SWUR                                           
;                                                                             
EQUATION 209  SWLL1Z  
   RHS     C  TN  SWLL1Z(-4)  SWUR  
LHS SWL1=EXP(SWLL1Z)*SWPOP1;                                                  
@IDENT GRV1=GRY-GRX;                                                          
IDENT GRV1PCT=GRV1/GRYS;                                                      
IDENT GRV=GRV(-4)+GRV1;                                                       
 IDENT GRM=(GRIM-GRIMDS)/GRPM00-GRMS;                                         
  IDENT GREX=GRPX00*(GRE00*GRX00$+GRXS)+GREXDS;                               
  IDENT GRX=GRC+GRI+GRG+GREX-GRIM+GRSTAT;                                     
  IDENT GRY=GRX+GRV1;                                                         
  IDENT GRS=GRPX*(GRE00*GRX00$+GRXS)-GRPM*(GRM+GRMS)+GRTT;                    
IDENT GRSPCT=GRS/(GRYS*GRPY);                                                 
IDENT GRA=GRA(-4)+GRS;                                                        
IDENT GRM00$A=GRM/GRE00-GRM00$B;                                              
IDENT GRUR=(GRL1-GRJ)/(GRL1);                                                 
IDENT GRJMIN=GRY/GRLAM;                                                       
  IDENT GRZZ=LOG(GRY)-LOG(GRYS);                                              
IDENT GRPM=GRPSI2*GRPMP;                                                      
IDENT GRE=GRH*GEGEEN;                                                         
IDENT GRNW=GRNW(-4)+GRI+GRV1+GREX-GRIM;                                       
IDENT GRPX$=(GRE00/GRE)*GRPX;                                                 
GENR GRLCIGZ=LOG((GRC+GRI+GRG)/GRPOP);                                        
GENR GRLIMZ=LOG(GRIM/GRPOP);                                                  
GENR GRLPY=LOG(GRPY);                                                         
GENR GRLPM=LOG(GRPM);                                                         
GENR GRLYZ=LOG(GRY/GRPOP);                                                    
GENR GRAZ=GRA/(GRYS*GRPY);                                                    
GENR GRLW=LOG(GRW);                                                           
GENR GRLCZ=LOG(GRC/GRPOP);                                                    
GENR GRLM1Z=LOG(GRM1/(GRPOP*GRPY));                                           
GENR GRLM1ZL=LOG(GRM1(-4)/(GRPOP(-4)*GRPY));                                  
GENR GRLE=LOG(GRE);                                                           
GENR GRLJ1=LOG(GRJ/GRJ(-4));                                                  
GENR GRLY1=LOG(GRY/GRY(-4));                                                  
GENR GRLEXL=LOG(GRJ/GRJMIN);                                                  
GENR GRLL1Z=LOG(GRL1/GRPOP1);                                                 
GENR GRPCPY=100*((GRPY/GRPY(-4))**1-1);                                       
GENR GRLRSZ=.25*LOG((1+GRRS/100.)/(1+USRSN/100.));                            
GENR GRLPYZ=LOG(GRPY/USPYN);                                                  
GENR GRLPYZZ=LOG(GRPY/    GRPM);                                              
GENR GRRBZ=      GRRB-    GRRS(-4);                                           
GENR GRRBZZ=     GRRB(-4)-GRRS(-4);                                           
GENR GRRSZ=      GRRS-    GRRS(-4);                                           
GENR GRLWZ=LOG(  GRW/     GRPY);                                              
GENR GRLRSZG=.25*LOG((1+GRRS/100.)/(1+GEGERSN/100.));                         
GENR GRLPYZG=LOG(GRPY/GEGEPYN);                                               
GENR GRLH=LOG(GRH);                                                           
GENR GRLH1=GRLH-GRLH(-4);                                                     
GENR GRLHA=GRLPYZG-GRLH(-4);                                                  
GENR GRLPXA=LOG(GRPX/(GRPW$*(GRE/GRE00)));                                    
GENR GRLPXB=LOG(GRPY/(GRPW$*(GRE/GRE00)));                                    
GENR GRLPXC=LOG(GRPW$*(GRE/GRE00));                                           
GENR GRLPX=LOG(GRPX);                                                         
GENR GRLI=LOG(GRI);                                                           
GENR GRLY=LOG(GRY);                                                           
GENR GRYZ=GRY/GRPOP;                                                          
GENR GRGA2=100*((GRYZ/GRYZ(-4))-1.)                                           
          -100*(((GEGEYN/GEGEPOPN)/(GEGEYN(-4)/GEGEPOPN(-4)))-1.);            
GENR GRRS=(1-EU2)*GRRS+EU2*EUEURSN;                                           
CREATE GRLGZ=LOG(GRG/GRPOP);                                                  
Name added to list: GRLGZ           
CREATE GRLEXZ=LOG(GREX/GRPOP);                                                
Name added to list: GRLEXZ          
EQ 210 GRLIMZ C GRLIMZ(-4) GRLPYZZ GRLCIGZ                                    
 FSR C GRLGZ GRLEXZ(-4) GRLPY(-4) GRLYZ(-4) GRRS(-4)                          
 GRLIMZ(-4) GRLPYZZ(-4) GRLCIGZ(-4)                                           
;                                                                             
EQUATION 210  GRLIMZ  
   RHS     C  GRLIMZ(-4)  GRLPYZZ  GRLCIGZ  
   FSR     C  GRLGZ  GRLEXZ(-4)  GRLPY(-4)  GRLYZ(-4)  GRRS(-4)  
   FSR     GRLIMZ(-4)  GRLPYZZ(-4)  GRLCIGZ(-4)  
LHS GRIM=EXP(GRLIMZ)*GRPOP;                                                   
EQ 211 GRLCZ C GRLCZ(-4) GRLYZ                                                
 GRRS                                                                         
;                                                                             
EQUATION 211  GRLCZ  
   RHS     C  GRLCZ(-4)  GRLYZ  GRRS  
LHS GRC=EXP(GRLCZ)*GRPOP;                                                     
EQ 212 GRLI C GRLI(-4) GRLY                                                   
 GRRS                                                                         
 FSR C GRLGZ GRLEXZ(-4) GRLPY(-4) GRLYZ(-4) GRRS(-4)                          
 GRLI(-4) GRLY(-4)                                                            
;                                                                             
EQUATION 212  GRLI  
   RHS     C  GRLI(-4)  GRLY  GRRS  
   FSR     C  GRLGZ  GRLEXZ(-4)  GRLPY(-4)  GRLYZ(-4)  GRRS(-4)  
   FSR     GRLI(-4)  GRLY(-4)  
LHS GRI=EXP(GRLI);                                                            
EQ 213 GRLH1 C GRLHA                                                          
;                                                                             
EQUATION 213  GRLH1  
   RHS     C  GRLHA  
LHS GRH=(1-EU2)*(EXP(GRLH1)*GRH(-4))+EU2*1;                                   
@IDENT IRV1=IRY-IRX;                                                          
IDENT IRV1PCT=IRV1/IRYS;                                                      
IDENT IRV=IRV(-4)+IRV1;                                                       
 IDENT IRM=(IRIM-IRIMDS)/IRPM00-IRMS;                                         
  IDENT IREX=IRPX00*(IRE00*IRX00$+IRXS)+IREXDS;                               
  IDENT IRX=IRC+IRI+IRG+IREX-IRIM+IRSTAT;                                     
  IDENT IRS=IRPX*(IRE00*IRX00$+IRXS)-IRPM*(IRM+IRMS)+IRTT;                    
  IDENT IRY=IRX+IRV1;                                                         
IDENT IRSPCT=IRS/(IRYS*IRPY);                                                 
IDENT IRA=IRA(-4)+IRS;                                                        
IDENT IRM00$A=IRM/IRE00-IRM00$B;                                              
IDENT IRUR=(IRL1-IRJ)/(IRL1);                                                 
IDENT IRJMIN=IRY/IRLAM;                                                       
  IDENT IRZZ=LOG(IRY)-LOG(IRYS);                                              
IDENT IRPM=IRPSI2*IRPMP;                                                      
IDENT IRE=IRH*GEGEEN;                                                         
IDENT IRNW=IRNW(-4)+IRI+IRV1+IREX-IRIM;                                       
IDENT IRPX$=(IRE00/IRE)*IRPX;                                                 
GENR IRLCIGZ=LOG((IRC+IRI+IRG)/IRPOP);                                        
GENR IRLIMZ=LOG(IRIM/IRPOP);                                                  
GENR IRLPY=LOG(IRPY);                                                         
GENR IRLPM=LOG(IRPM);                                                         
GENR IRLYZ=LOG(IRY/IRPOP);                                                    
GENR IRAZ=IRA/(IRYS*IRPY);                                                    
GENR IRLW=LOG(IRW);                                                           
GENR IRLCZ=LOG(IRC/IRPOP);                                                    
GENR IRLM1Z=LOG(IRM1/(IRPOP*IRPY));                                           
GENR IRLM1ZL=LOG(IRM1(-4)/(IRPOP(-4)*IRPY));                                  
GENR IRLE=LOG(IRE);                                                           
GENR IRLJ1=LOG(IRJ/IRJ(-4));                                                  
GENR IRLY1=LOG(IRY/IRY(-4));                                                  
GENR IRLEXL=LOG(IRJ/IRJMIN);                                                  
GENR IRLL1Z=LOG(IRL1/IRPOP1);                                                 
GENR IRPCPY=100*((IRPY/IRPY(-4))**1-1);                                       
GENR IRLRSZ=.25*LOG((1+IRRS/100.)/(1+USRSN/100.));                            
GENR IRLPYZ=LOG(IRPY/USPYN);                                                  
GENR IRLPYZZ=LOG(IRPY/    IRPM);                                              
GENR IRRBZ=      IRRB-    IRRS(-4);                                           
GENR IRRBZZ=     IRRB(-4)-IRRS(-4);                                           
GENR IRRSZ=      IRRS-    IRRS(-4);                                           
GENR IRLWZ=LOG(  IRW/     IRPY);                                              
GENR IRLRSZG=.25*LOG((1+IRRS/100.)/(1+GEGERSN/100.));                         
GENR IRLPYZG=LOG(IRPY/GEGEPYN);                                               
GENR IRLH=LOG(IRH);                                                           
GENR IRLH1=IRLH-IRLH(-4);                                                     
GENR IRLHA=IRLPYZG-IRLH(-4);                                                  
GENR IRLPXA=LOG(IRPX/(IRPW$*(IRE/IRE00)));                                    
GENR IRLPXB=LOG(IRPY/(IRPW$*(IRE/IRE00)));                                    
GENR IRLPXC=LOG(IRPW$*(IRE/IRE00));                                           
GENR IRLPX=LOG(IRPX);                                                         
GENR IRLI=LOG(IRI);                                                           
GENR IRLY=LOG(IRY);                                                           
GENR IRYZ=IRY/IRPOP;                                                          
GENR IRGA2=100*((IRYZ/IRYZ(-4))-1.)                                           
          -100*(((GEGEYN/GEGEPOPN)/(GEGEYN(-4)/GEGEPOPN(-4)))-1.);            
CREATE IRLGZ=LOG(IRG/IRPOP);                                                  
Name added to list: IRLGZ           
CREATE IRLEXZ=LOG(IREX/IRPOP);                                                
Name added to list: IRLEXZ          
EQ 214 IRLIMZ C IRLIMZ(-4) IRLPYZZ IRLCIGZ;                                   
EQUATION 214  IRLIMZ  
   RHS     C  IRLIMZ(-4)  IRLPYZZ  IRLCIGZ  
LHS IRIM=EXP(IRLIMZ)*IRPOP;                                                   
EQ 215 IRLCZ C IRLCZ(-4) IRLYZ IRRB                                           
 FSR C IRLGZ IRLEXZ(-4) IRLPY(-4) IRLYZ(-4) IRRB(-4)                          
 IRLCZ(-4)                                                                    
;                                                                             
EQUATION 215  IRLCZ  
   RHS     C  IRLCZ(-4)  IRLYZ  IRRB  
   FSR     C  IRLGZ  IRLEXZ(-4)  IRLPY(-4)  IRLYZ(-4)  IRRB(-4)  
   FSR     IRLCZ(-4)  
LHS IRC=EXP(IRLCZ)*IRPOP;                                                     
EQ 216 IRLI C IRLI(-4) IRLY  IRRB ;                                           
EQUATION 216  IRLI  
   RHS     C  IRLI(-4)  IRLY  IRRB  
LHS IRI=EXP(IRLI);                                                            
EQ 217 IRLPY IRLPY(-4) C TN IRLPM(-4)                                         
 IRZZ(-4)                                                                     
 FSR C IRLGZ IRLEXZ(-4) IRLPY(-4) IRLYZ(-4) IRRB(-4)                          
 TN IRLPM(-4) IRZZ(-4);                                                       
EQUATION 217  IRLPY  
   RHS     IRLPY(-4)  C  TN  IRLPM(-4)  IRZZ(-4)  
   FSR     C  IRLGZ  IRLEXZ(-4)  IRLPY(-4)  IRLYZ(-4)  IRRB(-4)  
   FSR     TN  IRLPM(-4)  IRZZ(-4)  
EQ 218 IRLM1Z C IRLM1ZL IRLYZ IRRS                                            
;                                                                             
EQUATION 218  IRLM1Z  
   RHS     C  IRLM1ZL  IRLYZ  IRRS  
LHS IRM1=EXP(IRLM1Z)*IRPOP*IRPY;                                              
LHS IRPY=EXP(IRLPY);                                                          
EQ 219 IRRSA C IRPCPY GEGERSN USRSN                                           
;                                                                             
EQUATION 219  IRRSA  
   RHS     C  IRPCPY  GEGERSN  USRSN  
LHS IRRS=(1-EU1)*IRRSA+EU1*EUEURSN;                                           
EQ 220 IRRBZ C IRRBZZ IRRSZ ;                                                 
EQUATION 220  IRRBZ  
   RHS     C  IRRBZZ  IRRSZ  
LHS  IRRB=  (1-EU1)*(IRRBZ+   IRRS(-4))+EU1*EUEURBN;                          
EQ 221 IRLH1 C IRLHA                                                          
;                                                                             
EQUATION 221  IRLH1  
   RHS     C  IRLHA  
LHS IRH=(1-EU1)*(EXP(IRLH1)*IRH(-4))+EU1*1;                                   
@EQ   11 IRLPX IRLPXB IRLPXC RHO=8;                                           
EQ 222  IRLPXA;                                                               
EQUATION 222  IRLPXA  
NLEQ IRLPXA=COEF(1,222)*(IRLPXB-COEF(2,222)*IRLPXB(-4)-COEF(3,222)*IRLPXB(-8))
 +COEF(2,222)*IRLPXA(-4)+COEF(3,222)*IRLPXA(-8);                              
LHS IRPX=EXP(IRLPXA)*(IRPW$*(IRE/IRE00));                                     
EQ 223  IRLJ1 C TN IRLEXL(-4) IRLY1 ;                                         
EQUATION 223  IRLJ1  
   RHS     C  TN  IRLEXL(-4)  IRLY1  
LHS IRJ=EXP(IRLJ1)*IRJ(-4);                                                   
EQ 224  IRLL1Z C TN IRLL1Z(-4) IRUR                                           
;                                                                             
EQUATION 224  IRLL1Z  
   RHS     C  TN  IRLL1Z(-4)  IRUR  
LHS IRL1=EXP(IRLL1Z)*IRPOP1;                                                  
@IDENT POV1=POY-POX;                                                          
IDENT POV1PCT=POV1/POYS;                                                      
IDENT POV=POV(-4)+POV1;                                                       
 IDENT POM=(POIM-POIMDS)/POPM00-POMS;                                         
  IDENT POEX=POPX00*(POE00*POX00$+POXS)+POEXDS;                               
  IDENT POX=POC+POI+POG+POEX-POIM+POSTAT;                                     
  IDENT POY=POX+POV1;                                                         
  IDENT POS=POPX*(POE00*POX00$+POXS)-POPM*(POM+POMS)+POTT;                    
IDENT POSPCT=POS/(POYS*POPY);                                                 
IDENT POA=POA(-4)+POS;                                                        
IDENT POM00$A=POM/POE00-POM00$B;                                              
IDENT POUR=(POL1-POJ)/(POL1);                                                 
IDENT POJMIN=POY/POLAM;                                                       
  IDENT POZZ=LOG(POY)-LOG(POYS);                                              
IDENT POPM=POPSI2*POPMP;                                                      
IDENT POE=POH*GEGEEN;                                                         
IDENT PONW=PONW(-4)+POI+POV1+POEX-POIM;                                       
IDENT POPX$=(POE00/POE)*POPX;                                                 
GENR POLCIGZ=LOG((POC+POI+POG)/POPOP);                                        
GENR POLIMZ=LOG(POIM/POPOP);                                                  
GENR POLPY=LOG(POPY);                                                         
GENR POLPM=LOG(POPM);                                                         
GENR POLYZ=LOG(POY/POPOP);                                                    
GENR POAZ=POA/(POYS*POPY);                                                    
GENR POLW=LOG(POW);                                                           
GENR POLCZ=LOG(POC/POPOP);                                                    
GENR POLM1Z=LOG(POM1/(POPOP*POPY));                                           
GENR POLM1ZL=LOG(POM1(-4)/(POPOP(-4)*POPY));                                  
GENR POLE=LOG(POE);                                                           
GENR POLJ1=LOG(POJ/POJ(-4));                                                  
GENR POLY1=LOG(POY/POY(-4));                                                  
GENR POLEXL=LOG(POJ/POJMIN);                                                  
GENR POLL1Z=LOG(POL1/POPOP1);                                                 
GENR POPCPY=100*((POPY/POPY(-4))**1-1);                                       
GENR POLRSZ=.25*LOG((1+PORS/100.)/(1+USRSN/100.));                            
GENR POLPYZ=LOG(POPY/USPYN);                                                  
GENR POLPYZZ=LOG(POPY/    POPM);                                              
GENR PORBZ=      PORB-    PORS(-4);                                           
GENR PORBZZ=     PORB(-4)-PORS(-4);                                           
GENR PORSZ=      PORS-    PORS(-4);                                           
GENR POLWZ=LOG(  POW/     POPY);                                              
GENR POLRSZG=.25*LOG((1+PORS/100.)/(1+GEGERSN/100.));                         
GENR POLPYZG=LOG(POPY/GEGEPYN);                                               
GENR POLH=LOG(POH);                                                           
GENR POLH1=POLH-POLH(-4);                                                     
GENR POLHA=POLPYZG-POLH(-4);                                                  
GENR POLPXA=LOG(POPX/(POPW$*(POE/POE00)));                                    
GENR POLPXB=LOG(POPY/(POPW$*(POE/POE00)));                                    
GENR POLPXC=LOG(POPW$*(POE/POE00));                                           
GENR POLPX=LOG(POPX);                                                         
GENR POLI=LOG(POI);                                                           
GENR POLY=LOG(POY);                                                           
GENR POYZ=POY/POPOP;                                                          
GENR POGA2=100*((POYZ/POYZ(-4))-1.)                                           
          -100*(((GEGEYN/GEGEPOPN)/(GEGEYN(-4)/GEGEPOPN(-4)))-1.);            
CREATE POLGZ=LOG(POG/POPOP);                                                  
Name added to list: POLGZ           
CREATE POLEXZ=LOG(POEX/POPOP);                                                
Name added to list: POLEXZ          
EQ 225 POLIMZ C POLIMZ(-4) POLPYZZ POLCIGZ ;                                  
EQUATION 225  POLIMZ  
   RHS     C  POLIMZ(-4)  POLPYZZ  POLCIGZ  
LHS POIM=EXP(POLIMZ)*POPOP;                                                   
EQ 226 POLCZ C POLCZ(-4) POLYZ PORB                                           
 FSR C POLGZ POLEXZ(-4) POLPY(-4) POLYZ(-4) PORB(-4)                          
 POLCZ(-4)                                                                    
;                                                                             
EQUATION 226  POLCZ  
   RHS     C  POLCZ(-4)  POLYZ  PORB  
   FSR     C  POLGZ  POLEXZ(-4)  POLPY(-4)  POLYZ(-4)  PORB(-4)  
   FSR     POLCZ(-4)  
LHS POC=EXP(POLCZ)*POPOP;                                                     
EQ 227 POLI C POLI(-4) POLY PORB                                              
 FSR C POLGZ POLEXZ(-4) POLPY(-4) POLYZ(-4) PORB(-4)                          
 POLI(-4) POLY(-4)                                                            
;                                                                             
EQUATION 227  POLI  
   RHS     C  POLI(-4)  POLY  PORB  
   FSR     C  POLGZ  POLEXZ(-4)  POLPY(-4)  POLYZ(-4)  PORB(-4)  
   FSR     POLI(-4)  POLY(-4)  
LHS POI=EXP(POLI);                                                            
EQ 228 POLPY POLPY(-4) C TN POLPM                                             
 POZZ(-4)                                                                     
 FSR C POLGZ POLEXZ(-4) POLPY(-4) POLYZ(-4) PORB(-4)                          
 TN POLPM(-4) POZZ(-4);                                                       
EQUATION 228  POLPY  
   RHS     POLPY(-4)  C  TN  POLPM  POZZ(-4)  
   FSR     C  POLGZ  POLEXZ(-4)  POLPY(-4)  POLYZ(-4)  PORB(-4)  
   FSR     TN  POLPM(-4)  POZZ(-4)  
EQ 229 POLM1Z C POLM1Z(-4) PORS POLYZ                                         
;                                                                             
EQUATION 229  POLM1Z  
   RHS     C  POLM1Z(-4)  PORS  POLYZ  
LHS POM1=EXP(POLM1Z)*POPOP*POPY;                                              
LHS POPY=EXP(POLPY);                                                          
EQ 230 PORSA C PORS(-4) POPCPY                                                
  POZZ                                                                        
;                                                                             
EQUATION 230  PORSA  
   RHS     C  PORS(-4)  POPCPY  POZZ  
LHS PORS=(1-EU1)*PORSA+EU1*EUEURSN;                                           
EQ 231 PORBZ C PORBZZ PORSZ ;                                                 
EQUATION 231  PORBZ  
   RHS     C  PORBZZ  PORSZ  
LHS  PORB= (1-EU1)*(PORBZ+   PORS(-4))+EU1*EUEURBN;                           
EQ 232 POLH1 C POLHA                                                          
;                                                                             
EQUATION 232  POLH1  
   RHS     C  POLHA  
LHS POH=(1-EU1)*(EXP(POLH1)*POH(-4))+EU1*1;                                   
@IDENT SPV1=SPY-SPX;                                                          
IDENT SPV1PCT=SPV1/SPYS;                                                      
IDENT SPV=SPV(-4)+SPV1;                                                       
 IDENT SPM=(SPIM-SPIMDS)/SPPM00-SPMS;                                         
  IDENT SPEX=SPPX00*(SPE00*SPX00$+SPXS)+SPEXDS;                               
  IDENT SPX=SPC+SPI+SPG+SPEX-SPIM+SPSTAT;                                     
  IDENT SPY=SPX+SPV1;                                                         
  IDENT SPS=SPPX*(SPE00*SPX00$+SPXS)-SPPM*(SPM+SPMS)+SPTT;                    
IDENT SPSPCT=SPS/(SPYS*SPPY);                                                 
IDENT SPA=SPA(-4)+SPS;                                                        
IDENT SPM00$A=SPM/SPE00-SPM00$B;                                              
IDENT SPUR=(SPL1-SPJ)/(SPL1);                                                 
IDENT SPJMIN=SPY/SPLAM;                                                       
  IDENT SPZZ=LOG(SPY)-LOG(SPYS);                                              
IDENT SPPM=SPPSI2*SPPMP;                                                      
IDENT SPE=SPH*GEGEEN;                                                         
IDENT SPNW=SPNW(-4)+SPI+SPV1+SPEX-SPIM;                                       
IDENT SPPX$=(SPE00/SPE)*SPPX;                                                 
GENR SPLCIGZ=LOG((SPC+SPI+SPG)/SPPOP);                                        
GENR SPLIMZ=LOG(SPIM/SPPOP);                                                  
GENR SPLPY=LOG(SPPY);                                                         
GENR SPLPM=LOG(SPPM);                                                         
GENR SPLYZ=LOG(SPY/SPPOP);                                                    
GENR SPAZ=SPA/(SPYS*SPPY);                                                    
GENR SPLW=LOG(SPW);                                                           
GENR SPLCZ=LOG(SPC/SPPOP);                                                    
GENR SPLM1Z=LOG(SPM1/(SPPOP*SPPY));                                           
GENR SPLM1ZL=LOG(SPM1(-4)/(SPPOP(-4)*SPPY));                                  
GENR SPLE=LOG(SPE);                                                           
GENR SPLJ1=LOG(SPJ/SPJ(-4));                                                  
GENR SPLY1=LOG(SPY/SPY(-4));                                                  
GENR SPLEXL=LOG(SPJ/SPJMIN);                                                  
GENR SPLL1Z=LOG(SPL1/SPPOP1);                                                 
GENR SPPCPY=100*((SPPY/SPPY(-4))**1-1);                                       
GENR SPLRSZ=.25*LOG((1+SPRS/100.)/(1+USRSN/100.));                            
GENR SPLPYZ=LOG(SPPY/USPYN);                                                  
GENR SPLPYZZ=LOG(SPPY/    SPPM);                                              
GENR SPRBZ=      SPRB-    SPRS(-4);                                           
GENR SPRBZZ=     SPRB(-4)-SPRS(-4);                                           
GENR SPRSZ=      SPRS-    SPRS(-4);                                           
GENR SPLWZ=LOG(  SPW/     SPPY);                                              
GENR SPLRSZG=.25*LOG((1+SPRS/100.)/(1+GEGERSN/100.));                         
GENR SPLPYZG=LOG(SPPY/GEGEPYN);                                               
GENR SPLH=LOG(SPH);                                                           
GENR SPLH1=SPLH-SPLH(-4);                                                     
GENR SPLHA=SPLPYZG-SPLH(-4);                                                  
GENR SPLPXA=LOG(SPPX/(SPPW$*(SPE/SPE00)));                                    
GENR SPLPXB=LOG(SPPY/(SPPW$*(SPE/SPE00)));                                    
GENR SPLPXC=LOG(SPPW$*(SPE/SPE00));                                           
GENR SPLPX=LOG(SPPX);                                                         
GENR SPLI=LOG(SPI);                                                           
GENR SPLY=LOG(SPY);                                                           
CREATE SPLGZ=LOG(SPG/SPPOP);                                                  
Name added to list: SPLGZ           
CREATE SPLEXZ=LOG(SPEX/SPPOP);                                                
Name added to list: SPLEXZ          
EQ 233 SPLIMZ C SPLIMZ(-4) SPLPYZZ SPLCIGZ;                                   
EQUATION 233  SPLIMZ  
   RHS     C  SPLIMZ(-4)  SPLPYZZ  SPLCIGZ  
LHS SPIM=EXP(SPLIMZ)*SPPOP;                                                   
EQ 234 SPLCZ C SPLCZ(-4) SPLYZ                                                
 FSR C SPLGZ SPLEXZ(-4) SPLPY(-4) SPLYZ(-4) SPRS(-4)                          
 SPLCZ(-4)                                                                    
;                                                                             
EQUATION 234  SPLCZ  
   RHS     C  SPLCZ(-4)  SPLYZ  
   FSR     C  SPLGZ  SPLEXZ(-4)  SPLPY(-4)  SPLYZ(-4)  SPRS(-4)  
   FSR     SPLCZ(-4)  
LHS SPC=EXP(SPLCZ)*SPPOP;                                                     
EQ 235 SPLI C SPLI(-4) SPLY SPRS                                              
 FSR C SPLGZ SPLEXZ(-4) SPLPY(-4) SPLYZ(-4) SPRS(-4)                          
 SPLI(-4) SPLY(-4)                                                            
;                                                                             
EQUATION 235  SPLI  
   RHS     C  SPLI(-4)  SPLY  SPRS  
   FSR     C  SPLGZ  SPLEXZ(-4)  SPLPY(-4)  SPLYZ(-4)  SPRS(-4)  
   FSR     SPLI(-4)  SPLY(-4)  
LHS SPI=EXP(SPLI);                                                            
EQ 236 SPLPY SPLPY(-4) C TN SPLPM(-4) SPZZ(-4)                                
 FSR C SPLGZ SPLEXZ(-4) SPLPY(-4) SPLYZ(-4) SPRS(-4)                          
 TN SPLPM(-4) SPZZ(-4);                                                       
EQUATION 236  SPLPY  
   RHS     SPLPY(-4)  C  TN  SPLPM(-4)  SPZZ(-4)  
   FSR     C  SPLGZ  SPLEXZ(-4)  SPLPY(-4)  SPLYZ(-4)  SPRS(-4)  
   FSR     TN  SPLPM(-4)  SPZZ(-4)  
EQ 237 SPLM1Z C SPLM1ZL SPRS SPLYZ                                            
;                                                                             
EQUATION 237  SPLM1Z  
   RHS     C  SPLM1ZL  SPRS  SPLYZ  
LHS SPM1=EXP(SPLM1Z)*SPPOP*SPPY;                                              
LHS SPPY=EXP(SPLPY);                                                          
EQ 238 SPRSA C SPRS(-4) USRSN                                                 
  SPPCPY                                                                      
;                                                                             
EQUATION 238  SPRSA  
   RHS     C  SPRS(-4)  USRSN  SPPCPY  
LHS SPRS=(1-EU1)*SPRSA+EU1*EUEURSN;                                           
EQ 239 SPLH1 C SPLHA                                                          
;                                                                             
EQUATION 239  SPLH1  
   RHS     C  SPLHA  
LHS SPH=(1-EU1)*(EXP(SPLH1)*SPH(-4))+EU1*1;                                   
@EQ  11 SPLPXA SPLPXB RHO=8;                                                  
EQ 240  SPLPXA;                                                               
EQUATION 240  SPLPXA  
NLEQ SPLPXA=COEF(1,240)*(SPLPXB-COEF(2,240)*SPLPXB(-4)-COEF(3,240)*SPLPXB(-8))
 +COEF(2,240)*SPLPXA(-4)+COEF(3,240)*SPLPXA(-8);                              
LHS SPPX=EXP(SPLPXA)*(SPPW$*(SPE/SPE00));                                     
@IDENT NZV1=NZY-NZX;                                                          
IDENT NZV1PCT=NZV1/NZYS;                                                      
IDENT NZV=NZV(-4)+NZV1;                                                       
 IDENT NZM=(NZIM-NZIMDS)/NZPM00-NZMS;                                         
  IDENT NZEX=NZPX00*(NZE00*NZX00$+NZXS)+NZEXDS;                               
  IDENT NZX=NZC+NZI+NZG+NZEX-NZIM+NZSTAT;                                     
  IDENT NZS=NZPX*(NZE00*NZX00$+NZXS)-NZPM*(NZM+NZMS)+NZTT;                    
  IDENT NZY=NZX+NZV1;                                                         
IDENT NZSPCT=NZS/(NZYS*NZPY);                                                 
IDENT NZA=NZA(-4)+NZS;                                                        
IDENT NZM00$A=NZM/NZE00-NZM00$B;                                              
IDENT NZUR=(NZL1-NZJ)/(NZL1);                                                 
IDENT NZJMIN=NZY/NZLAM;                                                       
  IDENT NZZZ=LOG(NZY)-LOG(NZYS);                                              
IDENT NZPM=NZPSI2*NZPMP;                                                      
IDENT NZH=NZE/GEGEEN;                                                         
IDENT NZNW=NZNW(-4)+NZI+NZV1+NZEX-NZIM;                                       
IDENT NZPX$=(NZE00/NZE)*NZPX;                                                 
GENR NZLCIGZ=LOG((NZC+NZI+NZG)/NZPOP);                                        
GENR NZLIMZ=LOG(NZIM/NZPOP);                                                  
GENR NZLPY=LOG(NZPY);                                                         
GENR NZLPM=LOG(NZPM);                                                         
GENR NZLYZ=LOG(NZY/NZPOP);                                                    
GENR NZAZ=NZA/(NZYS*NZPY);                                                    
GENR NZLW=LOG(NZW);                                                           
GENR NZLCZ=LOG(NZC/NZPOP);                                                    
GENR NZLM1Z=LOG(NZM1/(NZPOP*NZPY));                                           
GENR NZLM1ZL=LOG(NZM1(-4)/(NZPOP(-4)*NZPY));                                  
GENR NZLE=LOG(NZE);                                                           
GENR NZLJ1=LOG(NZJ/NZJ(-4));                                                  
GENR NZLY1=LOG(NZY/NZY(-4));                                                  
GENR NZLEXL=LOG(NZJ/NZJMIN);                                                  
GENR NZLL1Z=LOG(NZL1/NZPOP1);                                                 
GENR NZPCPY=100*((NZPY/NZPY(-4))**1-1);                                       
GENR NZLRSZ=.25*LOG((1+NZRS/100.)/(1+USRSN/100.));                            
GENR NZLPYZ=LOG(NZPY/USPYN);                                                  
GENR NZLPYZZ=LOG(NZPY/    NZPM);                                              
GENR NZRBZ=      NZRB-    NZRS(-4);                                           
GENR NZRBZZ=     NZRB(-4)-NZRS(-4);                                           
GENR NZRSZ=      NZRS-    NZRS(-4);                                           
GENR NZLWZ=LOG(  NZW/     NZPY);                                              
GENR NZLE1=NZLE-NZLE(-4);                                                     
GENR NZLEA=NZLPYZ-NZLE(-4);                                                   
GENR NZLPXA=LOG(NZPX/(NZPW$*(NZE/NZE00)));                                    
GENR NZLPXB=LOG(NZPY/(NZPW$*(NZE/NZE00)));                                    
GENR NZLPXC=LOG(NZPW$*(NZE/NZE00));                                           
GENR NZLPX=LOG(NZPX);                                                         
GENR NZLI=LOG(NZI);                                                           
GENR NZLY=LOG(NZY);                                                           
GENR NZYZ=NZY/NZPOP;                                                          
GENR NZGA2=100*((NZYZ/NZYZ(-4))-1.)                                           
          -100*(((USYN/USPOPN)/(USYN(-4)/USPOPN(-4)))-1.);                    
CREATE NZLGZ=LOG(NZG/NZPOP);                                                  
Name added to list: NZLGZ           
CREATE NZLEXZ=LOG(NZEX/NZPOP);                                                
Name added to list: NZLEXZ          
EQ 241 NZLIMZ C NZLIMZ(-4) NZLPYZZ NZLCIGZ                                    
 FSR C NZLGZ NZLEXZ(-4) NZLPY(-4) NZLYZ(-4) NZRB(-4)                          
 NZLIMZ(-4) NZLPYZZ(-4) NZLCIGZ(-4)                                           
;                                                                             
EQUATION 241  NZLIMZ  
   RHS     C  NZLIMZ(-4)  NZLPYZZ  NZLCIGZ  
   FSR     C  NZLGZ  NZLEXZ(-4)  NZLPY(-4)  NZLYZ(-4)  NZRB(-4)  
   FSR     NZLIMZ(-4)  NZLPYZZ(-4)  NZLCIGZ(-4)  
LHS NZIM=EXP(NZLIMZ)*NZPOP;                                                   
EQ 242 NZLCZ C NZLCZ(-4) NZRB NZLYZ                                           
 FSR C NZLGZ NZLEXZ(-4) NZLPY(-4) NZLYZ(-4) NZRB(-4)                          
 NZLCZ(-4)                                                                    
;                                                                             
EQUATION 242  NZLCZ  
   RHS     C  NZLCZ(-4)  NZRB  NZLYZ  
   FSR     C  NZLGZ  NZLEXZ(-4)  NZLPY(-4)  NZLYZ(-4)  NZRB(-4)  
   FSR     NZLCZ(-4)  
LHS NZC=EXP(NZLCZ)*NZPOP;                                                     
EQ 243 NZLI C NZLI(-4) NZLY NZRB                                              
 FSR C NZLGZ NZLEXZ(-4) NZLPY(-4) NZLYZ(-4) NZRB(-4)                          
 NZLI(-4) NZLY(-4)                                                            
;                                                                             
EQUATION 243  NZLI  
   RHS     C  NZLI(-4)  NZLY  NZRB  
   FSR     C  NZLGZ  NZLEXZ(-4)  NZLPY(-4)  NZLYZ(-4)  NZRB(-4)  
   FSR     NZLI(-4)  NZLY(-4)  
LHS NZI=EXP(NZLI);                                                            
EQ 244 NZLPY NZLPY(-4) C TN NZLPM                                             
 NZZZ(-4)                                                                     
 FSR C NZLGZ NZLEXZ(-4) NZLPY(-4) NZLYZ(-4) NZRB(-4)                          
 TN NZLPM(-4) NZZZ(-4);                                                       
EQUATION 244  NZLPY  
   RHS     NZLPY(-4)  C  TN  NZLPM  NZZZ(-4)  
   FSR     C  NZLGZ  NZLEXZ(-4)  NZLPY(-4)  NZLYZ(-4)  NZRB(-4)  
   FSR     TN  NZLPM(-4)  NZZZ(-4)  
LHS NZPY=EXP(NZLPY);                                                          
EQ 245 NZRS C NZRS(-4) NZPCPY NZZZ ;                                          
EQUATION 245  NZRS  
   RHS     C  NZRS(-4)  NZPCPY  NZZZ  
LHS NZRS=(ABS(NZRS-.0)+NZRS-.0)/2.+.0;                                        
EQ 246 NZRBZ C NZRBZZ NZRSZ ;                                                 
EQUATION 246  NZRBZ  
   RHS     C  NZRBZZ  NZRSZ  
LHS  NZRB=       NZRBZ+   NZRS(-4);                                           
GENR NZLE1Z=NZLE1-.050*NZLEA;                                                 
Name added to list: NZLE1Z          
EQ 247 NZLE1Z C  NZLRSZ;                                                      
EQUATION 247  NZLE1Z  
   RHS     C  NZLRSZ  
@EQ  11 NZLPXA NZLPXB RHO=8;                                                  
EQ 248  NZLPXA;                                                               
EQUATION 248  NZLPXA  
NLEQ NZLPXA=COEF(1,248)*(NZLPXB-COEF(2,248)*NZLPXB(-4)-COEF(3,248)*NZLPXB(-8))
 +COEF(2,248)*NZLPXA(-4)+COEF(3,248)*NZLPXA(-8);                              
LHS NZPX=EXP(NZLPXA)*(NZPW$*(NZE/NZE00));                                     
LHS NZE=EXP(NZLE1Z+.050*NZLEA)*NZE(-4);                                       
@IDENT SAV1=SAY-SAX;                                                          
IDENT SAV1PCT=SAV1/SAYS;                                                      
IDENT SAV=SAV(-4)+SAV1;                                                       
 IDENT SAM=(SAIM-SAIMDS)/SAPM00-SAMS;                                         
  IDENT SAEX=SAPX00*(SAE00*SAX00$+SAXS)+SAEXDS;                               
  IDENT SAX=SAC+SAI+SAG+SAEX-SAIM+SASTAT;                                     
  IDENT SAY=SAX+SAV1;                                                         
  IDENT SAS=SAPX*(SAE00*SAX00$+SAXS)-SAPM*(SAM+SAMS)+SATT;                    
IDENT SASPCT=SAS/(SAYS*SAPY);                                                 
IDENT SAA=SAA(-4)+SAS;                                                        
IDENT SAM00$A=SAM/SAE00-SAM00$B;                                              
IDENT SAUR=(SAL1-SAJ)/(SAL1);                                                 
IDENT SAJMIN=SAY/SALAM;                                                       
  IDENT SAZZ=LOG(SAY)-LOG(SAYS);                                              
IDENT SAPM=SAPSI2*SAPMP;                                                      
IDENT SAH=SAE/GEGEEN;                                                         
IDENT SANW=SANW(-4)+SAI+SAV1+SAEX-SAIM;                                       
IDENT SAPX$=(SAE00/SAE)*SAPX;                                                 
GENR SALCIGZ=LOG((SAC+SAI+SAG)/SAPOP);                                        
GENR SALIMZ=LOG(SAIM/SAPOP);                                                  
GENR SALPY=LOG(SAPY);                                                         
GENR SALPM=LOG(SAPM);                                                         
GENR SALYZ=LOG(SAY/SAPOP);                                                    
GENR SAAZ=SAA/(SAYS*SAPY);                                                    
GENR SALW=LOG(SAW);                                                           
GENR SALCZ=LOG(SAC/SAPOP);                                                    
GENR SALM1Z=LOG(SAM1/(SAPOP*SAPY));                                           
GENR SALM1ZL=LOG(SAM1(-4)/(SAPOP(-4)*SAPY));                                  
GENR SALE=LOG(SAE);                                                           
GENR SALJ1=LOG(SAJ/SAJ(-4));                                                  
GENR SALY1=LOG(SAY/SAY(-4));                                                  
GENR SALEXL=LOG(SAJ/SAJMIN);                                                  
GENR SALL1Z=LOG(SAL1/SAPOP1);                                                 
GENR SAPCPY=100*((SAPY/SAPY(-4))**1-1);                                       
GENR SALRSZ=.25*LOG((1+SARS/100.)/(1+USRSN/100.));                            
GENR SALPYZ=LOG(SAPY/USPYN);                                                  
GENR SALPYZZ=LOG(SAPY/    SAPM);                                              
GENR SARBZ=      SARB-    SARS(-4);                                           
GENR SARBZZ=     SARB(-4)-SARS(-4);                                           
GENR SARSZ=      SARS-    SARS(-4);                                           
GENR SALWZ=LOG(  SAW/     SAPY);                                              
GENR SALI=LOG(SAI);                                                           
GENR SALY=LOG(SAY);                                                           
EQ 249 SALIMZ C SALIMZ(-4) SALCIGZ ;                                          
EQUATION 249  SALIMZ  
   RHS     C  SALIMZ(-4)  SALCIGZ  
LHS SAIM=EXP(SALIMZ)*SAPOP;                                                   
EQ 250 SALCZ C SALCZ(-4) SALYZ                                                
;                                                                             
EQUATION 250  SALCZ  
   RHS     C  SALCZ(-4)  SALYZ  
LHS SAC=EXP(SALCZ)*SAPOP;                                                     
@IDENT VEV1=VEY-VEX;                                                          
IDENT VEV1PCT=VEV1/VEYS;                                                      
IDENT VEV=VEV(-4)+VEV1;                                                       
 IDENT VEM=(VEIM-VEIMDS)/VEPM00-VEMS;                                         
  IDENT VEEX=VEPX00*(VEE00*VEX00$+VEXS)+VEEXDS;                               
  IDENT VEX=VEC+VEI+VEG+VEEX-VEIM+VESTAT;                                     
  IDENT VES=VEPX*(VEE00*VEX00$+VEXS)-VEPM*(VEM+VEMS)+VETT;                    
  IDENT VEY=VEX+VEV1;                                                         
IDENT VESPCT=VES/(VEYS*VEPY);                                                 
IDENT VEA=VEA(-4)+VES;                                                        
IDENT VEM00$A=VEM/VEE00-VEM00$B;                                              
IDENT VEUR=(VEL1-VEJ)/(VEL1);                                                 
IDENT VEJMIN=VEY/VELAM;                                                       
  IDENT VEZZ=LOG(VEY)-LOG(VEYS);                                              
IDENT VEPM=VEPSI2*VEPMP;                                                      
IDENT VEH=VEE/GEGEEN;                                                         
IDENT VENW=VENW(-4)+VEI+VEV1+VEEX-VEIM;                                       
IDENT VEPX$=(VEE00/VEE)*VEPX;                                                 
GENR VELCIGZ=LOG((VEC+VEI+VEG)/VEPOP);                                        
GENR VELIMZ=LOG(VEIM/VEPOP);                                                  
GENR VELPY=LOG(VEPY);                                                         
GENR VELPM=LOG(VEPM);                                                         
GENR VELYZ=LOG(VEY/VEPOP);                                                    
GENR VEAZ=VEA/(VEYS*VEPY);                                                    
GENR VELW=LOG(VEW);                                                           
GENR VELCZ=LOG(VEC/VEPOP);                                                    
GENR VELM1Z=LOG(VEM1/(VEPOP*VEPY));                                           
GENR VELM1ZL=LOG(VEM1(-4)/(VEPOP(-4)*VEPY));                                  
GENR VELE=LOG(VEE);                                                           
GENR VELJ1=LOG(VEJ/VEJ(-4));                                                  
GENR VELY1=LOG(VEY/VEY(-4));                                                  
GENR VELEXL=LOG(VEJ/VEJMIN);                                                  
GENR VELL1Z=LOG(VEL1/VEPOP1);                                                 
GENR VEPCPY=100*((VEPY/VEPY(-4))**1-1);                                       
GENR VELRSZ=.25*LOG((1+VERS/100.)/(1+USRSN/100.));                            
GENR VELPYZ=LOG(VEPY/USPYN);                                                  
GENR VELPYZZ=LOG(VEPY/    VEPM);                                              
GENR VERBZ=      VERB-    VERS(-4);                                           
GENR VERBZZ=     VERB(-4)-VERS(-4);                                           
GENR VERSZ=      VERS-    VERS(-4);                                           
GENR VELWZ=LOG(  VEW/     VEPY);                                              
GENR VELE1=VELE-VELE(-4);                                                     
GENR VELEA=VELPYZ-VELE(-4);                                                   
GENR VELI=LOG(VEI);                                                           
GENR VELY=LOG(VEY);                                                           
EQ 251 VELIMZ C VELIMZ(-4) VELCIGZ ;                                          
EQUATION 251  VELIMZ  
   RHS     C  VELIMZ(-4)  VELCIGZ  
LHS VEIM=EXP(VELIMZ)*VEPOP;                                                   
EQ 252 VELCZ C VELCZ(-4) VELYZ                                                
;                                                                             
EQUATION 252  VELCZ  
   RHS     C  VELCZ(-4)  VELYZ  
LHS VEC=EXP(VELCZ)*VEPOP;                                                     
EQ 253 VELM1Z C VELM1Z(-4) VERS VELYZ                                         
;                                                                             
EQUATION 253  VELM1Z  
   RHS     C  VELM1Z(-4)  VERS  VELYZ  
LHS VEM1=EXP(VELM1Z)*VEPOP*VEPY;                                              
@IDENT COV1=COY-COX;                                                          
IDENT COV1PCT=COV1/COYS;                                                      
IDENT COV=COV(-4)+COV1;                                                       
 IDENT COM=(COIM-COIMDS)/COPM00-COMS;                                         
  IDENT COEX=COPX00*(COE00*COX00$+COXS)+COEXDS;                               
  IDENT COX=COC+COI+COGZ+COEX-COIM+COSTAT;                                    
  IDENT COSZ=COPX*(COE00*COX00$+COXS)-COPM*(COM+COMS)+COTT;                   
  IDENT COY=COX+COV1;                                                         
IDENT COSPCT=COSZ/(COYS*COPY);                                                
IDENT COA=COA(-4)+COSZ;                                                       
IDENT COM00$A=COM/COE00-COM00$B;                                              
IDENT COUR=(COL1-COJ)/(COL1);                                                 
IDENT COJMIN=COY/COLAM;                                                       
  IDENT COZZ=LOG(COY)-LOG(COYS);                                              
IDENT COPM=COPSI2*COPMP;                                                      
IDENT COH=COE/GEGEEN;                                                         
IDENT CONW=CONW(-4)+COI+COV1+COEX-COIM;                                       
IDENT COPX$=(COE00/COE)*COPX;                                                 
GENR COLCIGZ=LOG((COC+COI+COGZ)/COPOP);                                       
GENR COLIMZ=LOG(COIM/COPOP);                                                  
GENR COLPY=LOG(COPY);                                                         
GENR COLPM=LOG(COPM);                                                         
GENR COLYZ=LOG(COY/COPOP);                                                    
GENR COAZ=COA/(COYS*COPY);                                                    
GENR COLW=LOG(COW);                                                           
GENR COLCZ=LOG(COC/COPOP);                                                    
GENR COLM1Z=LOG(COM1/(COPOP*COPY));                                           
GENR COLM1ZL=LOG(COM1(-4)/(COPOP(-4)*COPY));                                  
GENR COLE=LOG(COE);                                                           
GENR COLJ1=LOG(COJ/COJ(-4));                                                  
GENR COLY1=LOG(COY/COY(-4));                                                  
GENR COLEXL=LOG(COJ/COJMIN);                                                  
GENR COLL1Z=LOG(COL1/COPOP1);                                                 
GENR COPCPY=100*((COPY/COPY(-4))**1-1);                                       
GENR COLRSZ=.25*LOG((1+CORS/100.)/(1+USRSN/100.));                            
GENR COLPYZ=LOG(COPY/USPYN);                                                  
GENR COLPYZZ=LOG(COPY/    COPM);                                              
GENR CORBZ=      CORB-    CORS(-4);                                           
GENR CORBZZ=     CORB(-4)-CORS(-4);                                           
GENR CORSZ=      CORS-    CORS(-4);                                           
GENR COLWZ=LOG(  COW/     COPY);                                              
GENR COLPXA=LOG(COPX/(COPW$*(COE/COE00)));                                    
GENR COLPXB=LOG(COPY/(COPW$*(COE/COE00)));                                    
GENR COLPXC=LOG(COPW$*(COE/COE00));                                           
GENR COLPX=LOG(COPX);                                                         
GENR COLI=LOG(COI);                                                           
GENR COLY=LOG(COY);                                                           
EQ 254 COLIMZ C COLIMZ(-4) COLCIGZ COLPYZZ;                                   
EQUATION 254  COLIMZ  
   RHS     C  COLIMZ(-4)  COLCIGZ  COLPYZZ  
LHS COIM=EXP(COLIMZ)*COPOP;                                                   
EQ 255 COLCZ C COLCZ(-4) COLYZ ;                                              
EQUATION 255  COLCZ  
   RHS     C  COLCZ(-4)  COLYZ  
LHS COC=EXP(COLCZ)*COPOP;                                                     
EQ 256 NONE256 C;                                                             
EQUATION 256  NONE256  
   RHS     C  
@EQ  11 COLPXA COLPXB RHO=8;                                                  
EQ 257  COLPXA;                                                               
EQUATION 257  COLPXA  
NLEQ COLPXA=COEF(1,257)*(COLPXB-COEF(2,257)*COLPXB(-4)-COEF(3,257)*COLPXB(-8))
 +COEF(2,257)*COLPXA(-4)+COEF(3,257)*COLPXA(-8);                              
LHS COPX=EXP(COLPXA)*(COPW$*(COE/COE00));                                     
@IDENT JOV1=JOY-JOX;                                                          
IDENT JOV1PCT=JOV1/JOYS;                                                      
IDENT JOV=JOV(-4)+JOV1;                                                       
 IDENT JOM=(JOIM-JOIMDS)/JOPM00-JOMS;                                         
  IDENT JOEX=JOPX00*(JOE00*JOX00$+JOXS)+JOEXDS;                               
  IDENT JOX=JOC+JOI+JOG+JOEX-JOIM+JOSTAT;                                     
  IDENT JOY=JOX+JOV1;                                                         
  IDENT JOS=JOPX*(JOE00*JOX00$+JOXS)-JOPM*(JOM+JOMS)+JOTT;                    
IDENT JOSPCT=JOS/(JOYS*JOPY);                                                 
IDENT JOA=JOA(-4)+JOS;                                                        
IDENT JOM00$A=JOM/JOE00-JOM00$B;                                              
IDENT JOUR=(JOL1-JOJ)/(JOL1);                                                 
IDENT JOJMIN=JOY/JOLAM;                                                       
  IDENT JOZZ=LOG(JOY)-LOG(JOYS);                                              
IDENT JOPM=JOPSI2*JOPMP;                                                      
IDENT JOH=JOE/GEGEEN;                                                         
IDENT JONW=JONW(-4)+JOI+JOV1+JOEX-JOIM;                                       
IDENT JOPX$=(JOE00/JOE)*JOPX;                                                 
GENR JOLCIGZ=LOG((JOC+JOI+JOG)/JOPOP);                                        
GENR JOLIMZ=LOG(JOIM/JOPOP);                                                  
GENR JOLPY=LOG(JOPY);                                                         
GENR JOLPM=LOG(JOPM);                                                         
GENR JOLYZ=LOG(JOY/JOPOP);                                                    
GENR JOAZ=JOA/(JOYS*JOPY);                                                    
GENR JOLW=LOG(JOW);                                                           
GENR JOLCZ=LOG(JOC/JOPOP);                                                    
GENR JOLM1Z=LOG(JOM1/(JOPOP*JOPY));                                           
GENR JOLM1ZL=LOG(JOM1(-4)/(JOPOP(-4)*JOPY));                                  
GENR JOLE=LOG(JOE);                                                           
GENR JOLJ1=LOG(JOJ/JOJ(-4));                                                  
GENR JOLY1=LOG(JOY/JOY(-4));                                                  
GENR JOLEXL=LOG(JOJ/JOJMIN);                                                  
GENR JOLL1Z=LOG(JOL1/JOPOP1);                                                 
GENR JOPCPY=100*((JOPY/JOPY(-4))**1-1);                                       
GENR JOLRSZ=.25*LOG((1+JORS/100.)/(1+USRSN/100.));                            
GENR JOLPYZ=LOG(JOPY/USPYN);                                                  
GENR JOLPYZZ=LOG(JOPY/    JOPM);                                              
GENR JORBZ=      JORB-    JORS(-4);                                           
GENR JORBZZ=     JORB(-4)-JORS(-4);                                           
GENR JORSZ=      JORS-    JORS(-4);                                           
GENR JOLWZ=LOG(  JOW/     JOPY);                                              
GENR JOLE1=JOLE-JOLE(-4);                                                     
GENR JOLEA=JOLPYZ-JOLE(-4);                                                   
GENR JOLPXA=LOG(JOPX/(JOPW$*(JOE/JOE00)));                                    
GENR JOLPXB=LOG(JOPY/(JOPW$*(JOE/JOE00)));                                    
GENR JOLPXC=LOG(JOPW$*(JOE/JOE00));                                           
GENR JOLPX=LOG(JOPX);                                                         
GENR JOLI=LOG(JOI);                                                           
GENR JOLY=LOG(JOY);                                                           
EQ 258 JOLIMZ C JOLIMZ(-4) JOLCIGZ ;                                          
EQUATION 258  JOLIMZ  
   RHS     C  JOLIMZ(-4)  JOLCIGZ  
LHS JOIM=EXP(JOLIMZ)*JOPOP;                                                   
EQ 259 JOLPY JOLPY(-4) C TN JOLPM                                             
;                                                                             
EQUATION 259  JOLPY  
   RHS     JOLPY(-4)  C  TN  JOLPM  
LHS JOPY=EXP(JOLPY);                                                          
@IDENT SYV1=SYY-SYX;                                                          
IDENT SYV1PCT=SYV1/SYYS;                                                      
IDENT SYV=SYV(-4)+SYV1;                                                       
 IDENT SYM=(SYIM-SYIMDS)/SYPM00-SYMS;                                         
  IDENT SYEX=SYPX00*(SYE00*SYX00$+SYXS)+SYEXDS;                               
  IDENT SYX=SYC+SYI+SYG+SYEX-SYIM+SYSTAT;                                     
  IDENT SYY=SYX+SYV1;                                                         
  IDENT SYS=SYPX*(SYE00*SYX00$+SYXS)-SYPM*(SYM+SYMS)+SYTT;                    
IDENT SYSPCT=SYS/(SYYS*SYPY);                                                 
IDENT SYA=SYA(-4)+SYS;                                                        
IDENT SYM00$A=SYM/SYE00-SYM00$B;                                              
IDENT SYUR=(SYL1-SYJ)/(SYL1);                                                 
IDENT SYJMIN=SYY/SYLAM;                                                       
  IDENT SYZZ=LOG(SYY)-LOG(SYYS);                                              
IDENT SYPM=SYPSI2*SYPMP;                                                      
IDENT SYH=SYE/GEGEEN;                                                         
IDENT SYNW=SYNW(-4)+SYI+SYV1+SYEX-SYIM;                                       
IDENT SYPX$=(SYE00/SYE)*SYPX;                                                 
GENR SYLCIGZ=LOG((SYC+SYI+SYG)/SYPOP);                                        
GENR SYLIMZ=LOG(SYIM/SYPOP);                                                  
GENR SYLPY=LOG(SYPY);                                                         
GENR SYLPM=LOG(SYPM);                                                         
GENR SYLYZ=LOG(SYY/SYPOP);                                                    
GENR SYAZ=SYA/(SYYS*SYPY);                                                    
GENR SYLW=LOG(SYW);                                                           
GENR SYLCZ=LOG(SYC/SYPOP);                                                    
GENR SYLM1Z=LOG(SYM1/(SYPOP*SYPY));                                           
GENR SYLM1ZL=LOG(SYM1(-4)/(SYPOP(-4)*SYPY));                                  
GENR SYLE=LOG(SYE);                                                           
GENR SYLJ1=LOG(SYJ/SYJ(-4));                                                  
GENR SYLY1=LOG(SYY/SYY(-4));                                                  
GENR SYLEXL=LOG(SYJ/SYJMIN);                                                  
GENR SYLL1Z=LOG(SYL1/SYPOP1);                                                 
GENR SYPCPY=100*((SYPY/SYPY(-4))**1-1);                                       
GENR SYLRSZ=.25*LOG((1+SYRS/100.)/(1+USRSN/100.));                            
GENR SYLPYZ=LOG(SYPY/USPYN);                                                  
GENR SYLPYZZ=LOG(SYPY/    SYPM);                                              
GENR SYRBZ=      SYRB-    SYRS(-4);                                           
GENR SYRBZZ=     SYRB(-4)-SYRS(-4);                                           
GENR SYRSZ=      SYRS-    SYRS(-4);                                           
GENR SYLWZ=LOG(  SYW/     SYPY);                                              
GENR SYLE1=SYLE-SYLE(-4);                                                     
GENR SYLEA=SYLPYZ-SYLE(-4);                                                   
GENR SYLPXA=LOG(SYPX/(SYPW$*(SYE/SYE00)));                                    
GENR SYLPXB=LOG(SYPY/(SYPW$*(SYE/SYE00)));                                    
GENR SYLPXC=LOG(SYPW$*(SYE/SYE00));                                           
GENR SYLPX=LOG(SYPX);                                                         
GENR SYLI=LOG(SYI);                                                           
GENR SYLY=LOG(SYY);                                                           
EQ 260 SYLIMZ C SYLIMZ(-4) SYLPYZZ SYLCIGZ;                                   
EQUATION 260  SYLIMZ  
   RHS     C  SYLIMZ(-4)  SYLPYZZ  SYLCIGZ  
LHS SYIM=EXP(SYLIMZ)*SYPOP;                                                   
EQ 261 SYLCZ C SYLYZ                                                          
;                                                                             
EQUATION 261  SYLCZ  
   RHS     C  SYLYZ  
LHS SYC=EXP(SYLCZ)*SYPOP;                                                     
EQ 262 SYLPY SYLPY(-4) C TN SYLPM                                             
;                                                                             
EQUATION 262  SYLPY  
   RHS     SYLPY(-4)  C  TN  SYLPM  
LHS SYPY=EXP(SYLPY);                                                          
GENR SYLPXAZ=SYLPXA-SYLPXB;                                                   
@IDENT IDV1=IDY-IDX;                                                          
IDENT IDV1PCT=IDV1/IDYS;                                                      
IDENT IDV=IDV(-4)+IDV1;                                                       
 IDENT IDM=(IDIM-IDIMDS)/IDPM00-IDMS;                                         
  IDENT IDEX=IDPX00*(IDE00*IDX00$+IDXS)+IDEXDS;                               
  IDENT IDX=IDC+IDI+IDG+IDEX-IDIM+IDSTAT;                                     
  IDENT IDY=IDX+IDV1;                                                         
  IDENT IDS=IDPX*(IDE00*IDX00$+IDXS)-IDPM*(IDM+IDMS)+IDTT;                    
IDENT IDSPCT=IDS/(IDYS*IDPY);                                                 
IDENT IDA=IDA(-4)+IDS;                                                        
IDENT IDM00$A=IDM/IDE00-IDM00$B;                                              
IDENT IDUR=(IDL1-IDJ)/(IDL1);                                                 
IDENT IDJMIN=IDY/IDLAM;                                                       
  IDENT IDZZ=LOG(IDY)-LOG(IDYS);                                              
IDENT IDPM=IDPSI2*IDPMP;                                                      
IDENT IDH=IDE/GEGEEN;                                                         
IDENT IDNW=IDNW(-4)+IDI+IDV1+IDEX-IDIM;                                       
IDENT IDPX$=(IDE00/IDE)*IDPX;                                                 
GENR IDLCIGZ=LOG((IDC+IDI+IDG)/IDPOP);                                        
GENR IDLIMZ=LOG(IDIM/IDPOP);                                                  
GENR IDLPY=LOG(IDPY);                                                         
GENR IDLPM=LOG(IDPM);                                                         
GENR IDLYZ=LOG(IDY/IDPOP);                                                    
GENR IDAZ=IDA/(IDYS*IDPY);                                                    
GENR IDLW=LOG(IDW);                                                           
GENR IDLCZ=LOG(IDC/IDPOP);                                                    
GENR IDLM1Z=LOG(IDM1/(IDPOP*IDPY));                                           
GENR IDLM1ZL=LOG(IDM1(-4)/(IDPOP(-4)*IDPY));                                  
GENR IDLE=LOG(IDE);                                                           
GENR IDLJ1=LOG(IDJ/IDJ(-4));                                                  
GENR IDLY1=LOG(IDY/IDY(-4));                                                  
GENR IDLEXL=LOG(IDJ/IDJMIN);                                                  
GENR IDLL1Z=LOG(IDL1/IDPOP1);                                                 
GENR IDPCPY=100*((IDPY/IDPY(-4))**1-1);                                       
GENR IDLRSZ=.25*LOG((1+IDRS/100.)/(1+USRSN/100.));                            
GENR IDLPYZ=LOG(IDPY/USPYN);                                                  
GENR IDLPYZZ=LOG(IDPY/    IDPM);                                              
GENR IDRBZ=      IDRB-    IDRS(-4);                                           
GENR IDRBZZ=     IDRB(-4)-IDRS(-4);                                           
GENR IDRSZ=      IDRS-    IDRS(-4);                                           
GENR IDLWZ=LOG(  IDW/     IDPY);                                              
GENR IDLE1=IDLE-IDLE(-4);                                                     
GENR IDLEA=IDLPYZ-IDLE(-4);                                                   
GENR IDLPXA=LOG(IDPX/(IDPW$*(IDE/IDE00)));                                    
GENR IDLPXB=LOG(IDPY/(IDPW$*(IDE/IDE00)));                                    
GENR IDLPXC=LOG(IDPW$*(IDE/IDE00));                                           
GENR IDLPX=LOG(IDPX);                                                         
GENR IDLI=LOG(IDI);                                                           
GENR IDLY=LOG(IDY);                                                           
EQ 263 IDLIMZ C IDLIMZ(-4) IDLCIGZ;                                           
EQUATION 263  IDLIMZ  
   RHS     C  IDLIMZ(-4)  IDLCIGZ  
LHS IDIM=EXP(IDLIMZ)*IDPOP;                                                   
EQ 264 IDLCZ C IDLCZ(-4) IDLYZ IDRS                                           
;                                                                             
EQUATION 264  IDLCZ  
   RHS     C  IDLCZ(-4)  IDLYZ  IDRS  
LHS IDC=EXP(IDLCZ)*IDPOP;                                                     
EQ 265 IDLI C IDLI(-4) IDLY                                                   
;                                                                             
EQUATION 265  IDLI  
   RHS     C  IDLI(-4)  IDLY  
LHS IDI=EXP(IDLI);                                                            
EQ 266 IDLM1Z C IDLM1ZL IDLYZ IDRS                                            
;                                                                             
EQUATION 266  IDLM1Z  
   RHS     C  IDLM1ZL  IDLYZ  IDRS  
LHS IDM1=EXP(IDLM1Z)*IDPOP*IDPY;                                              
EQ 267 IDRS C IDRS(-4) IDPCPY                                                 
@ IDZZ                                                                        
;                                                                             
EQUATION 267  IDRS  
   RHS     C  IDRS(-4)  IDPCPY  
LHS IDRS=(ABS(IDRS-.0)+IDRS-.0)/2.+.0;                                        
@EQ  11 IDLPXA IDLPXB RHO=8;                                                  
EQ 268  IDLPXA;                                                               
EQUATION 268  IDLPXA  
NLEQ IDLPXA=COEF(1,268)*(IDLPXB-COEF(2,268)*IDLPXB(-4)-COEF(3,268)*IDLPXB(-8))
 +COEF(2,268)*IDLPXA(-4)+COEF(3,268)*IDLPXA(-8);                              
LHS IDPX=EXP(IDLPXA)*(IDPW$*(IDE/IDE00));                                     
@IDENT MAV1=MAY-MAX;                                                          
IDENT MAV1PCT=MAV1/MAYS;                                                      
IDENT MAV=MAV(-4)+MAV1;                                                       
 IDENT MAM=(MAIM-MAIMDS)/MAPM00-MAMS;                                         
  IDENT MAEX=MAPX00*(MAE00*MAX00$+MAXS)+MAEXDS;                               
  IDENT MAX=MAC+MAI+MAG+MAEX-MAIM+MASTAT;                                     
  IDENT MAY=MAX+MAV1;                                                         
  IDENT MAS=MAPX*(MAE00*MAX00$+MAXS)-MAPM*(MAM+MAMS)+MATT;                    
IDENT MASPCT=MAS/(MAYS*MAPY);                                                 
IDENT MAA=MAA(-4)+MAS;                                                        
IDENT MAM00$A=MAM/MAE00-MAM00$B;                                              
IDENT MAUR=(MAL1-MAJ)/(MAL1);                                                 
IDENT MAJMIN=MAY/MALAM;                                                       
  IDENT MAZZ=LOG(MAY)-LOG(MAYS);                                              
IDENT MAPM=MAPSI2*MAPMP;                                                      
IDENT MAH=MAE/GEGEEN;                                                         
IDENT MANW=MANW(-4)+MAI+MAV1+MAEX-MAIM;                                       
IDENT MAPX$=(MAE00/MAE)*MAPX;                                                 
GENR MALCIGZ=LOG((MAC+MAI+MAG)/MAPOP);                                        
GENR MALIMZ=LOG(MAIM/MAPOP);                                                  
GENR MALPY=LOG(MAPY);                                                         
GENR MALPM=LOG(MAPM);                                                         
GENR MALYZ=LOG(MAY/MAPOP);                                                    
GENR MAAZ=MAA/(MAYS*MAPY);                                                    
GENR MALW=LOG(MAW);                                                           
GENR MALCZ=LOG(MAC/MAPOP);                                                    
GENR MALM1Z=LOG(MAM1/(MAPOP*MAPY));                                           
GENR MALM1ZL=LOG(MAM1(-4)/(MAPOP(-4)*MAPY));                                  
GENR MALE=LOG(MAE);                                                           
GENR MALJ1=LOG(MAJ/MAJ(-4));                                                  
GENR MALY1=LOG(MAY/MAY(-4));                                                  
GENR MALEXL=LOG(MAJ/MAJMIN);                                                  
GENR MALL1Z=LOG(MAL1/MAPOP1);                                                 
GENR MAPCPY=100*((MAPY/MAPY(-4))**1-1);                                       
GENR MALRSZ=.25*LOG((1+MARS/100.)/(1+USRSN/100.));                            
GENR MALPYZ=LOG(MAPY/USPYN);                                                  
GENR MALPYZZ=LOG(MAPY/    MAPM);                                              
GENR MARBZ=      MARB-    MARS(-4);                                           
GENR MARBZZ=     MARB(-4)-MARS(-4);                                           
GENR MARSZ=      MARS-    MARS(-4);                                           
GENR MALWZ=LOG(  MAW/     MAPY);                                              
GENR MALPXA=LOG(MAPX/(MAPW$*(MAE/MAE00)));                                    
GENR MALPXB=LOG(MAPY/(MAPW$*(MAE/MAE00)));                                    
GENR MALPXC=LOG(MAPW$*(MAE/MAE00));                                           
GENR MALPX=LOG(MAPX);                                                         
GENR MALI=LOG(MAI);                                                           
GENR MALY=LOG(MAY);                                                           
EQ 269 MALIMZ C MALIMZ(-4) MALCIGZ ;                                          
EQUATION 269  MALIMZ  
   RHS     C  MALIMZ(-4)  MALCIGZ  
LHS MAIM=EXP(MALIMZ)*MAPOP;                                                   
EQ 270 MALCZ C MALCZ(-4) MALYZ ;                                              
EQUATION 270  MALCZ  
   RHS     C  MALCZ(-4)  MALYZ  
LHS MAC=EXP(MALCZ)*MAPOP;                                                     
EQ 271 MALPY MALPY(-4) C TN MALPM                                             
;                                                                             
EQUATION 271  MALPY  
   RHS     MALPY(-4)  C  TN  MALPM  
LHS MAPY=EXP(MALPY);                                                          
@EQ  11 MALPXA MALPXB RHO=8;                                                  
EQ 272  MALPXA;                                                               
EQUATION 272  MALPXA  
NLEQ MALPXA=COEF(1,272)*(MALPXB-COEF(2,272)*MALPXB(-4)-COEF(3,272)*MALPXB(-8))
 +COEF(2,272)*MALPXA(-4)+COEF(3,272)*MALPXA(-8);                              
LHS MAPX=EXP(MALPXA)*(MAPW$*(MAE/MAE00));                                     
  IDENT PAX=PAC+PAI+PAG+PAEX-PAIM+PASTAT;                                     
IDENT PAV1=PAY-PAX;                                                           
IDENT PAV1PCT=PAV1/PAYS;                                                      
IDENT PAV=PAV(-4)+PAV1;                                                       
 IDENT PAM=(PAIM-PAIMDS)/PAPM00-PAMS;                                         
  IDENT PAEX=PAPX00*(PAE00*PAX00$+PAXS)+PAEXDS;                               
  IDENT PAS=PAPX*(PAE00*PAX00$+PAXS)-PAPM*(PAM+PAMS)+PATT;                    
IDENT PASPCT=PAS/(PAYS*PAPY);                                                 
IDENT PAA=PAA(-4)+PAS;                                                        
IDENT PAM00$A=PAM/PAE00-PAM00$B;                                              
IDENT PAUR=(PAL1-PAJ)/(PAL1);                                                 
IDENT PAJMIN=PAY/PALAM;                                                       
  IDENT PAZZ=LOG(PAY)-LOG(PAYS);                                              
IDENT PAPM=PAPSI2*PAPMP;                                                      
IDENT PAH=PAE/GEGEEN;                                                         
IDENT PANW=PANW(-4)+PAI+PAV1+PAEX-PAIM;                                       
IDENT PAPX$=(PAE00/PAE)*PAPX;                                                 
GENR PALCIGZ=LOG((PAC+PAI+PAG)/PAPOP);                                        
GENR PALIMZ=LOG(PAIM/PAPOP);                                                  
GENR PALPY=LOG(PAPY);                                                         
GENR PALPM=LOG(PAPM);                                                         
GENR PALYZ=LOG(PAY/PAPOP);                                                    
GENR PAAZ=PAA/(PAYS*PAPY);                                                    
GENR PALW=LOG(PAW);                                                           
GENR PALCZ=LOG(PAC/PAPOP);                                                    
GENR PALM1Z=LOG(PAM1/(PAPOP*PAPY));                                           
GENR PALM1ZL=LOG(PAM1(-4)/(PAPOP(-4)*PAPY));                                  
GENR PALE=LOG(PAE);                                                           
GENR PALJ1=LOG(PAJ/PAJ(-4));                                                  
GENR PALY1=LOG(PAY/PAY(-4));                                                  
GENR PALEXL=LOG(PAJ/PAJMIN);                                                  
GENR PALL1Z=LOG(PAL1/PAPOP1);                                                 
GENR PAPCPY=100*((PAPY/PAPY(-4))**1-1);                                       
GENR PALRSZ=.25*LOG((1+PARS/100.)/(1+USRSN/100.));                            
GENR PALPYZ=LOG(PAPY/USPYN);                                                  
GENR PALPYZZ=LOG(PAPY/    PAPM);                                              
GENR PARBZ=      PARB-    PARS(-4);                                           
GENR PARBZZ=     PARB(-4)-PARS(-4);                                           
GENR PARSZ=      PARS-    PARS(-4);                                           
GENR PALWZ=LOG(  PAW/     PAPY);                                              
GENR PALE1=PALE-PALE(-4);                                                     
GENR PALEA=PALPYZ-PALE(-4);                                                   
GENR PALPXA=LOG(PAPX/(PAPW$*(PAE/PAE00)));                                    
GENR PALPXB=LOG(PAPY/(PAPW$*(PAE/PAE00)));                                    
GENR PALPXC=LOG(PAPW$*(PAE/PAE00));                                           
GENR PALPX=LOG(PAPX);                                                         
GENR PALI=LOG(PAI);                                                           
GENR PALY=LOG(PAY);                                                           
GENR PALX=LOG(PAX);                                                           
GENR PALV=LOG(PAV);                                                           
EQ 273 PALIMZ C PALIMZ(-4) PALCIGZ ;                                          
EQUATION 273  PALIMZ  
   RHS     C  PALIMZ(-4)  PALCIGZ  
LHS PAIM=EXP(PALIMZ)*PAPOP;                                                   
EQ 274 PALCZ C PALCZ(-4) PALYZ                                                
;                                                                             
EQUATION 274  PALCZ  
   RHS     C  PALCZ(-4)  PALYZ  
LHS PAC=EXP(PALCZ)*PAPOP;                                                     
EQ 275 PALI C PALI(-4) PALY                                                   
;                                                                             
EQUATION 275  PALI  
   RHS     C  PALI(-4)  PALY  
LHS PAI=EXP(PALI);                                                            
EQ 276 PALY C PALY(-4) PALX PALV(-4) ;                                        
EQUATION 276  PALY  
   RHS     C  PALY(-4)  PALX  PALV(-4)  
LHS PAY=EXP(PALY);                                                            
EQ 277 PALPY PALPY(-4) C TN                                                   
 PALPM                                                                        
;                                                                             
EQUATION 277  PALPY  
   RHS     PALPY(-4)  C  TN  PALPM  
EQ 278 PALM1Z C PALM1ZL PARS PALYZ                                            
;                                                                             
EQUATION 278  PALM1Z  
   RHS     C  PALM1ZL  PARS  PALYZ  
LHS PAM1=EXP(PALM1Z)*PAPOP*PAPY;                                              
LHS PAPY=EXP(PALPY);                                                          
EQ 279 PARS C PARS(-4) PAPCPY                                                 
 PAZZ                                                                         
;                                                                             
EQUATION 279  PARS  
   RHS     C  PARS(-4)  PAPCPY  PAZZ  
LHS PARS=(ABS(PARS-.0)+PARS-.0)/2.+.0;                                        
@EQ  11 PALPXA PALPXB RHO=8;                                                  
EQ 280  PALPXA;                                                               
EQUATION 280  PALPXA  
NLEQ PALPXA=COEF(1,280)*(PALPXB-COEF(2,280)*PALPXB(-4)-COEF(3,280)*PALPXB(-8))
 +COEF(2,280)*PALPXA(-4)+COEF(3,280)*PALPXA(-8);                              
LHS PAPX=EXP(PALPXA)*(PAPW$*(PAE/PAE00));                                     
@IDENT PHV1=PHY-PHX;                                                          
IDENT PHV1PCT=PHV1/PHYS;                                                      
IDENT PHV=PHV(-4)+PHV1;                                                       
 IDENT PHM=(PHIM-PHIMDS)/PHPM00-PHMS;                                         
  IDENT PHEX=PHPX00*(PHE00*PHX00$+PHXS)+PHEXDS;                               
  IDENT PHX=PHC+PHI+PHG+PHEX-PHIM+PHSTAT;                                     
  IDENT PHY=PHX+PHV1;                                                         
  IDENT PHS=PHPX*(PHE00*PHX00$+PHXS)-PHPM*(PHM+PHMS)+PHTT;                    
IDENT PHSPCT=PHS/(PHYS*PHPY);                                                 
IDENT PHA=PHA(-4)+PHS;                                                        
IDENT PHM00$A=PHM/PHE00-PHM00$B;                                              
IDENT PHUR=(PHL1-PHJ)/(PHL1);                                                 
IDENT PHJMIN=PHY/PHLAM;                                                       
  IDENT PHZZ=LOG(PHY)-LOG(PHYS);                                              
IDENT PHPM=PHPSI2*PHPMP;                                                      
IDENT PHH=PHE/GEGEEN;                                                         
IDENT PHNW=PHNW(-4)+PHI+PHV1+PHEX-PHIM;                                       
IDENT PHPX$=(PHE00/PHE)*PHPX;                                                 
GENR PHLCIGZ=LOG((PHC+PHI+PHG)/PHPOP);                                        
GENR PHLIMZ=LOG(PHIM/PHPOP);                                                  
GENR PHLPY=LOG(PHPY);                                                         
GENR PHLPM=LOG(PHPM);                                                         
GENR PHLYZ=LOG(PHY/PHPOP);                                                    
GENR PHAZ=PHA/(PHYS*PHPY);                                                    
GENR PHLW=LOG(PHW);                                                           
GENR PHLCZ=LOG(PHC/PHPOP);                                                    
GENR PHLM1Z=LOG(PHM1/(PHPOP*PHPY));                                           
GENR PHLM1ZL=LOG(PHM1(-4)/(PHPOP(-4)*PHPY));                                  
GENR PHLE=LOG(PHE);                                                           
GENR PHLJ1=LOG(PHJ/PHJ(-4));                                                  
GENR PHLY1=LOG(PHY/PHY(-4));                                                  
GENR PHLEXL=LOG(PHJ/PHJMIN);                                                  
GENR PHLL1Z=LOG(PHL1/PHPOP1);                                                 
GENR PHPCPY=100*((PHPY/PHPY(-4))**1-1);                                       
GENR PHLRSZ=.25*LOG((1+PHRS/100.)/(1+USRSN/100.));                            
GENR PHLPYZ=LOG(PHPY/USPYN);                                                  
GENR PHLPYZZ=LOG(PHPY/    PHPM);                                              
GENR PHRBZ=      PHRB-    PHRS(-4);                                           
GENR PHRBZZ=     PHRB(-4)-PHRS(-4);                                           
GENR PHRSZ=      PHRS-    PHRS(-4);                                           
GENR PHLWZ=LOG(  PHW/     PHPY);                                              
GENR PHLE1=PHLE-PHLE(-4);                                                     
GENR PHLEA=PHLPYZ-PHLE(-4);                                                   
GENR PHLPXA=LOG(PHPX/(PHPW$*(PHE/PHE00)));                                    
GENR PHLPXB=LOG(PHPY/(PHPW$*(PHE/PHE00)));                                    
GENR PHLPXC=LOG(PHPW$*(PHE/PHE00));                                           
GENR PHLPX=LOG(PHPX);                                                         
GENR PHLI=LOG(PHI);                                                           
GENR PHLY=LOG(PHY);                                                           
GENR PHYZ=PHY/PHPOP;                                                          
GENR PHGA2=100*((PHYZ/PHYZ(-4))-1.)                                           
          -100*(((USYN/USPOPN)/(USYN(-4)/USPOPN(-4)))-1.);                    
EQ 281 PHLIMZ C PHLIMZ(-4) PHLCIGZ ;                                          
EQUATION 281  PHLIMZ  
   RHS     C  PHLIMZ(-4)  PHLCIGZ  
LHS PHIM=EXP(PHLIMZ)*PHPOP;                                                   
EQ 282 PHLCZ C PHLCZ(-4) PHLYZ                                                
 PHRS                                                                         
;                                                                             
EQUATION 282  PHLCZ  
   RHS     C  PHLCZ(-4)  PHLYZ  PHRS  
LHS PHC=EXP(PHLCZ)*PHPOP;                                                     
EQ 283 PHLPY PHLPY(-4) C TN PHLPM(-4) PHZZ(-4)                                
;                                                                             
EQUATION 283  PHLPY  
   RHS     PHLPY(-4)  C  TN  PHLPM(-4)  PHZZ(-4)  
EQ 284 PHLM1Z C PHLM1ZL PHRS PHLYZ                                            
;                                                                             
EQUATION 284  PHLM1Z  
   RHS     C  PHLM1ZL  PHRS  PHLYZ  
LHS PHM1=EXP(PHLM1Z)*PHPOP*PHPY;                                              
LHS PHPY=EXP(PHLPY);                                                          
EQ 285 PHRS C PHRS(-4) PHPCPY USRSN                                           
;                                                                             
EQUATION 285  PHRS  
   RHS     C  PHRS(-4)  PHPCPY  USRSN  
LHS PHRS=(ABS(PHRS-.0)+PHRS-.0)/2.+.0;                                        
EQ 286 PHLE1 C PHLEA                                                          
;                                                                             
EQUATION 286  PHLE1  
   RHS     C  PHLEA  
GENR PHLPXAZ=PHLPXA-PHLPXB;                                                   
LHS PHE=EXP(PHLE1)*PHE(-4);                                                   
@IDENT THV1=THY-THX;                                                          
IDENT THV1PCT=THV1/THYS;                                                      
IDENT THV=THV(-4)+THV1;                                                       
 IDENT THM=(THIM-THIMDS)/THPM00-THMS;                                         
  IDENT THEX=THPX00*(THE00*THX00$+THXS)+THEXDS;                               
  IDENT THX=THC+THI+THGZ+THEX-THIM+THSTAT;                                    
  IDENT THY=THX+THV1;                                                         
  IDENT THSZ=THPX*(THE00*THX00$+THXS)-THPM*(THM+THMS)+THTT;                   
IDENT THSPCT=THSZ/(THYS*THPY);                                                
IDENT THA=THA(-4)+THSZ;                                                       
IDENT THM00$A=THM/THE00-THM00$B;                                              
IDENT THUR=(THL1-THJ)/(THL1);                                                 
IDENT THJMIN=THY/THLAM;                                                       
  IDENT THZZ=LOG(THY)-LOG(THYS);                                              
IDENT THPM=THPSI2*THPMP;                                                      
IDENT THH=THE/GEGEEN;                                                         
IDENT THNW=THNW(-4)+THI+THV1+THEX-THIM;                                       
IDENT THPX$=(THE00/THE)*THPX;                                                 
GENR THLCIGZ=LOG((THC+THI+THGZ)/THPOP);                                       
GENR THLIMZ=LOG(THIM/THPOP);                                                  
GENR THLPY=LOG(THPY);                                                         
GENR THLPM=LOG(THPM);                                                         
GENR THLYZ=LOG(THY/THPOP);                                                    
GENR THAZ=THA/(THYS*THPY);                                                    
GENR THLW=LOG(THW);                                                           
GENR THLCZ=LOG(THC/THPOP);                                                    
GENR THLM1Z=LOG(THM1/(THPOP*THPY));                                           
GENR THLM1ZL=LOG(THM1(-4)/(THPOP(-4)*THPY));                                  
GENR THLE=LOG(THE);                                                           
GENR THLJ1=LOG(THJ/THJ(-4));                                                  
GENR THLY1=LOG(THY/THY(-4));                                                  
GENR THLEXL=LOG(THJ/THJMIN);                                                  
GENR THLL1Z=LOG(THL1/THPOP1);                                                 
GENR THPCPY=100*((THPY/THPY(-4))**1-1);                                       
GENR THLRSZ=.25*LOG((1+THRS/100.)/(1+USRSN/100.));                            
GENR THLPYZ=LOG(THPY/USPYN);                                                  
GENR THLPYZZ=LOG(THPY/    THPM);                                              
GENR THRBZ=      THRB-    THRS(-4);                                           
GENR THRBZZ=     THRB(-4)-THRS(-4);                                           
GENR THRSZ=      THRS-    THRS(-4);                                           
GENR THLWZ=LOG(  THW/     THPY);                                              
GENR THLPXA=LOG(THPX/(THPW$*(THE/THE00)));                                    
GENR THLPXB=LOG(THPY/(THPW$*(THE/THE00)));                                    
GENR THLPXC=LOG(THPW$*(THE/THE00));                                           
GENR THLPX=LOG(THPX);                                                         
GENR THLI=LOG(THI);                                                           
GENR THLY=LOG(THY);                                                           
EQ 287 THLIMZ C THLIMZ(-4) THLCIGZ ;                                          
EQUATION 287  THLIMZ  
   RHS     C  THLIMZ(-4)  THLCIGZ  
LHS THIM=EXP(THLIMZ)*THPOP;                                                   
EQ 288 THLCZ C THLCZ(-4) THLYZ                                                
;                                                                             
EQUATION 288  THLCZ  
   RHS     C  THLCZ(-4)  THLYZ  
LHS THC=EXP(THLCZ)*THPOP;                                                     
EQ 289 THLPY THLPY(-4) C TN THLPM                                             
 THZZ(-4)                                                                     
;                                                                             
EQUATION 289  THLPY  
   RHS     THLPY(-4)  C  TN  THLPM  THZZ(-4)  
LHS THPY=EXP(THLPY);                                                          
EQ 290 THRBZ C THRBZZ THRSZ ;                                                 
EQUATION 290  THRBZ  
   RHS     C  THRBZZ  THRSZ  
LHS  THRB=       THRBZ+   THRS(-4);                                           
@EQ  11 THLPXA THLPXB RHO=8;                                                  
EQ 291  THLPXA;                                                               
EQUATION 291  THLPXA  
NLEQ THLPXA=COEF(1,291)*(THLPXB-COEF(2,291)*THLPXB(-4)-COEF(3,291)*THLPXB(-8))
 +COEF(2,291)*THLPXA(-4)+COEF(3,291)*THLPXA(-8);                              
LHS THPX=EXP(THLPXA)*(THPW$*(THE/THE00));                                     
@IDENT CHV1=CHY-CHX;                                                          
IDENT CHV1PCT=CHV1/CHYS;                                                      
IDENT CHV=CHV(-4)+CHV1;                                                       
 IDENT CHM=(CHIM-CHIMDS)/CHPM00-CHMS;                                         
  IDENT CHEX=CHPX00*(CHE00*CHX00$+CHXS)+CHEXDS;                               
@                                                                             
@ SPECIAL For YUAN Table 5                                                    
@                                                                             
  IDENT CHX=CHC+CHI+CHG+CHEX-CHIM+CHSTAT;                                     
@                                                                             
  IDENT CHY=CHX+CHV1;                                                         
  IDENT CHS=CHPX*(CHE00*CHX00$+CHXS)-CHPM*(CHM+CHMS)+CHTT;                    
IDENT CHSPCT=CHS/(CHYS*CHPY);                                                 
IDENT CHA=CHA(-4)+CHS;                                                        
IDENT CHM00$A=CHM/CHE00-CHM00$B;                                              
IDENT CHUR=(CHL1-CHJ)/(CHL1);                                                 
IDENT CHJMIN=CHY/CHLAM;                                                       
  IDENT CHZZ=LOG(CHY)-LOG(CHYS);                                              
IDENT CHPM=CHPSI2*CHPMP;                                                      
IDENT CHH=CHE/GEGEEN;                                                         
IDENT CHNW=CHNW(-4)+CHI+CHV1+CHEX-CHIM;                                       
IDENT CHPX$=(CHE00/CHE)*CHPX;                                                 
@                                                                             
@ SPECIAL For YUAN Table 5                                                    
@                                                                             
@CREATE CHLCIGZ=LOG((CHC+CHI+CHG)/CHPOP);                                     
GENR CHLCIGZ=LOG((CHC+CHI+CHG)/CHPOP);                                        
@                                                                             
GENR CHLIMZ=LOG(CHIM/CHPOP);                                                  
GENR CHLPY=LOG(CHPY);                                                         
GENR CHLPM=LOG(CHPM);                                                         
GENR CHLYZ=LOG(CHY/CHPOP);                                                    
GENR CHAZ=CHA/(CHYS*CHPY);                                                    
GENR CHLW=LOG(CHW);                                                           
GENR CHLCZ=LOG(CHC/CHPOP);                                                    
GENR CHLM1Z=LOG(CHM1/(CHPOP*CHPY));                                           
GENR CHLM1ZL=LOG(CHM1(-4)/(CHPOP(-4)*CHPY));                                  
GENR CHLE=LOG(CHE);                                                           
GENR CHLJ1=LOG(CHJ/CHJ(-4));                                                  
GENR CHLY1=LOG(CHY/CHY(-4));                                                  
GENR CHLEXL=LOG(CHJ/CHJMIN);                                                  
GENR CHLL1Z=LOG(CHL1/CHPOP1);                                                 
GENR CHPCPY=100*((CHPY/CHPY(-4))**1-1);                                       
GENR CHLRSZ=.25*LOG((1+CHRS/100.)/(1+USRSN/100.));                            
GENR CHLPYZ=LOG(CHPY/USPYN);                                                  
GENR CHLPYZZ=LOG(CHPY/    CHPM);                                              
GENR CHRBZ=      CHRB-    CHRS(-4);                                           
GENR CHRBZZ=     CHRB(-4)-CHRS(-4);                                           
GENR CHRSZ=      CHRS-    CHRS(-4);                                           
GENR CHLWZ=LOG(  CHW/     CHPY);                                              
GENR CHLE1=CHLE-CHLE(-4);                                                     
GENR CHLEA=CHLPYZ-CHLE(-4);                                                   
GENR CHLPXA=LOG(CHPX/(CHPW$*(CHE/CHE00)));                                    
GENR CHLPXB=LOG(CHPY/(CHPW$*(CHE/CHE00)));                                    
GENR CHLPXC=LOG(CHPW$*(CHE/CHE00));                                           
GENR CHLPX=LOG(CHPX);                                                         
GENR CHLI=LOG(CHI);                                                           
GENR CHLY=LOG(CHY);                                                           
CREATE CHLGZ=LOG(CHG/CHPOP);                                                  
Name added to list: CHLGZ           
CREATE CHLEXZ=LOG(CHEX/CHPOP);                                                
Name added to list: CHLEXZ          
@                                                                             
@ SPECIAL For YUAN Table 2                                                    
@                                                                             
@GENR CHLIMZA=CHLIMZ-.2*CHLPYZZ;                                              
@EQ 292 CHLIMZA C CHLIMZ(-4) CHLCIGZ ;                                        
@LHS CHIM=EXP(CHLIMZA+.2*CHLPYZZ)*CHPOP;                                      
EQ 292 CHLIMZ C CHLIMZ(-4) CHLCIGZ ;                                          
EQUATION 292  CHLIMZ  
   RHS     C  CHLIMZ(-4)  CHLCIGZ  
LHS CHIM=EXP(CHLIMZ)*CHPOP;                                                   
@                                                                             
EQ 293 CHLCZ C CHLCZ(-4) CHLYZ CHRS                                           
;                                                                             
EQUATION 293  CHLCZ  
   RHS     C  CHLCZ(-4)  CHLYZ  CHRS  
LHS CHC=EXP(CHLCZ)*CHPOP;                                                     
EQ 294 CHLI C CHLI(-4) CHLY                                                   
 CHRS                                                                         
;                                                                             
EQUATION 294  CHLI  
   RHS     C  CHLI(-4)  CHLY  CHRS  
LHS CHI=EXP(CHLI);                                                            
EQ 295 CHLPY CHLPY(-4) C TN                                                   
 CHZZ                                                                         
 CHLPM(-4)                                                                    
 FSR C CHLGZ CHLEXZ(-4) CHLPY(-4) CHLYZ(-4) CHRS(-4)                          
 TN CHZZ(-4) CHLPM(-4);                                                       
EQUATION 295  CHLPY  
   RHS     CHLPY(-4)  C  TN  CHZZ  CHLPM(-4)  
   FSR     C  CHLGZ  CHLEXZ(-4)  CHLPY(-4)  CHLYZ(-4)  CHRS(-4)  
   FSR     TN  CHZZ(-4)  CHLPM(-4)  
LHS CHPY=EXP(CHLPY);                                                          
@EQ  11 CHLPXA CHLPXB RHO=8;                                                  
EQ 296  CHLPXA;                                                               
EQUATION 296  CHLPXA  
@                                                                             
@ SPECIAL For YUAN Table 3                                                    
@                                                                             
NLEQ CHLPXA=.5*(CHLPXB-COEF(1,296)*CHLPXB(-4)-COEF(2,296)*CHLPXB(-8))         
 +COEF(1,296)*CHLPXA(-4)+COEF(2,296)*CHLPXA(-8);                              
@NLEQ CHLPXA=.8*(CHLPXB-COEF(1,296)*CHLPXB(-4)-COEF(2,296)*CHLPXB(-8))        
@ +COEF(1,296)*CHLPXA(-4)+COEF(2,296)*CHLPXA(-8);                             
@                                                                             
LHS CHPX=EXP(CHLPXA)*(CHPW$*(CHE/CHE00));                                     
@IDENT ARV1=ARY-ARX;                                                          
IDENT ARV1PCT=ARV1/ARYS;                                                      
IDENT ARV=ARV(-4)+ARV1;                                                       
 IDENT ARM=(ARIM-ARIMDS)/ARPM00-ARMS;                                         
  IDENT AREX=ARPX00*(ARE00*ARX00$+ARXS)+AREXDS;                               
  IDENT ARX=ARC+ARI+ARG+AREX-ARIM+ARSTAT;                                     
  IDENT ARY=ARX+ARV1;                                                         
  IDENT ARS=ARPX*(ARE00*ARX00$+ARXS)-ARPM*(ARM+ARMS)+ARTT;                    
IDENT ARSPCT=ARS/(ARYS*ARPY);                                                 
IDENT ARA=ARA(-4)+ARS;                                                        
IDENT ARM00$A=ARM/ARE00-ARM00$B;                                              
IDENT ARUR=(ARL1-ARJ)/(ARL1);                                                 
IDENT ARJMIN=ARY/ARLAM;                                                       
  IDENT ARZZ=LOG(ARY)-LOG(ARYS);                                              
IDENT ARPM=ARPSI2*ARPMP;                                                      
IDENT ARH=ARE/GEGEEN;                                                         
IDENT ARNW=ARNW(-4)+ARI+ARV1+AREX-ARIM;                                       
IDENT ARPX$=(ARE00/ARE)*ARPX;                                                 
GENR ARLCIGZ=LOG((ARC+ARI+ARG)/ARPOP);                                        
GENR ARLIMZ=LOG(ARIM/ARPOP);                                                  
GENR ARLPY=LOG(ARPY);                                                         
GENR ARLPM=LOG(ARPM);                                                         
GENR ARLYZ=LOG(ARY/ARPOP);                                                    
GENR ARAZ=ARA/(ARYS*ARPY);                                                    
GENR ARLW=LOG(ARW);                                                           
GENR ARLCZ=LOG(ARC/ARPOP);                                                    
GENR ARLM1Z=LOG(ARM1/(ARPOP*ARPY));                                           
GENR ARLM1ZL=LOG(ARM1(-4)/(ARPOP(-4)*ARPY));                                  
GENR ARLE=LOG(ARE);                                                           
GENR ARLJ1=LOG(ARJ/ARJ(-4));                                                  
GENR ARLY1=LOG(ARY/ARY(-4));                                                  
GENR ARLEXL=LOG(ARJ/ARJMIN);                                                  
GENR ARLL1Z=LOG(ARL1/ARPOP1);                                                 
GENR ARPCPY=100*((ARPY/ARPY(-4))**1-1);                                       
GENR ARLRSZ=.25*LOG((1+ARRS/100.)/(1+USRSN/100.));                            
GENR ARLPYZ=LOG(ARPY/USPYN);                                                  
GENR ARLPYZZ=LOG(ARPY/    ARPM);                                              
GENR ARRBZ=      ARRB-    ARRS(-4);                                           
GENR ARRBZZ=     ARRB(-4)-ARRS(-4);                                           
GENR ARRSZ=      ARRS-    ARRS(-4);                                           
GENR ARLWZ=LOG(  ARW/     ARPY);                                              
GENR ARLE1=ARLE-ARLE(-4);                                                     
GENR ARLEA=ARLPYZ-ARLE(-4);                                                   
GENR ARLPXA=LOG(ARPX/(ARPW$*(ARE/ARE00)));                                    
GENR ARLPXB=LOG(ARPY/(ARPW$*(ARE/ARE00)));                                    
GENR ARLPXC=LOG(ARPW$*(ARE/ARE00));                                           
GENR ARLPX=LOG(ARPX);                                                         
GENR ARLI=LOG(ARI);                                                           
GENR ARLY=LOG(ARY);                                                           
EQ 297 ARLCZ ARLYZ                                                            
 ARLCZ(-4) C                                                                  
;                                                                             
EQUATION 297  ARLCZ  
   RHS     ARLYZ  ARLCZ(-4)  C  
LHS ARC=EXP(ARLCZ)*ARPOP;                                                     
@IDENT BRV1=BRY-BRX;                                                          
IDENT BRV1PCT=BRV1/BRYS;                                                      
IDENT BRV=BRV(-4)+BRV1;                                                       
 IDENT BRM=(BRIM-BRIMDS)/BRPM00-BRMS;                                         
  IDENT BREX=BRPX00*(BRE00*BRX00$+BRXS)+BREXDS;                               
  IDENT BRX=BRC+BRI+BRG+BREX-BRIM+BRSTAT;                                     
  IDENT BRY=BRX+BRV1;                                                         
  IDENT BRS=BRPX*(BRE00*BRX00$+BRXS)-BRPM*(BRM+BRMS)+BRTT;                    
IDENT BRSPCT=BRS/(BRYS*BRPY);                                                 
IDENT BRA=BRA(-4)+BRS;                                                        
IDENT BRM00$A=BRM/BRE00-BRM00$B;                                              
IDENT BRUR=(BRL1-BRJ)/(BRL1);                                                 
IDENT BRJMIN=BRY/BRLAM;                                                       
  IDENT BRZZ=LOG(BRY)-LOG(BRYS);                                              
IDENT BRPM=BRPSI2*BRPMP;                                                      
IDENT BRH=BRE/GEGEEN;                                                         
IDENT BRNW=BRNW(-4)+BRI+BRV1+BREX-BRIM;                                       
IDENT BRPX$=(BRE00/BRE)*BRPX;                                                 
GENR BRLCIGZ=LOG((BRC+BRI+BRG)/BRPOP);                                        
GENR BRLIMZ=LOG(BRIM/BRPOP);                                                  
GENR BRLPY=LOG(BRPY);                                                         
GENR BRLPM=LOG(BRPM);                                                         
GENR BRLYZ=LOG(BRY/BRPOP);                                                    
GENR BRAZ=BRA/(BRYS*BRPY);                                                    
GENR BRLW=LOG(BRW);                                                           
GENR BRLCZ=LOG(BRC/BRPOP);                                                    
GENR BRLM1Z=LOG(BRM1/(BRPOP*BRPY));                                           
GENR BRLM1ZL=LOG(BRM1(-4)/(BRPOP(-4)*BRPY));                                  
GENR BRLE=LOG(BRE);                                                           
GENR BRLJ1=LOG(BRJ/BRJ(-4));                                                  
GENR BRLY1=LOG(BRY/BRY(-4));                                                  
GENR BRLEXL=LOG(BRJ/BRJMIN);                                                  
GENR BRLL1Z=LOG(BRL1/BRPOP1);                                                 
GENR BRPCPY=100*((BRPY/BRPY(-4))**1-1);                                       
GENR BRLRSZ=.25*LOG((1+BRRS/100.)/(1+USRSN/100.));                            
GENR BRLPYZ=LOG(BRPY/USPYN);                                                  
GENR BRLPYZZ=LOG(BRPY/    BRPM);                                              
GENR BRRBZ=      BRRB-    BRRS(-4);                                           
GENR BRRBZZ=     BRRB(-4)-BRRS(-4);                                           
GENR BRRSZ=      BRRS-    BRRS(-4);                                           
GENR BRLWZ=LOG(  BRW/     BRPY);                                              
GENR BRLE1=BRLE-BRLE(-4);                                                     
GENR BRLEA=BRLPYZ-BRLE(-4);                                                   
GENR BRLPXA=LOG(BRPX/(BRPW$*(BRE/BRE00)));                                    
GENR BRLPXB=LOG(BRPY/(BRPW$*(BRE/BRE00)));                                    
GENR BRLPXC=LOG(BRPW$*(BRE/BRE00));                                           
GENR BRLPX=LOG(BRPX);                                                         
GENR BRLI=LOG(BRI);                                                           
GENR BRLY=LOG(BRY);                                                           
EQ 298 BRLIMZ C BRLIMZ(-4) BRLCIGZ;                                           
EQUATION 298  BRLIMZ  
   RHS     C  BRLIMZ(-4)  BRLCIGZ  
LHS BRIM=EXP(BRLIMZ)*BRPOP;                                                   
EQ 299 BRLCZ C BRLCZ(-4) BRLYZ                                                
;                                                                             
EQUATION 299  BRLCZ  
   RHS     C  BRLCZ(-4)  BRLYZ  
LHS BRC=EXP(BRLCZ)*BRPOP;                                                     
@IDENT CEV1=CEY-CEX;                                                          
IDENT CEV1PCT=CEV1/CEYS;                                                      
IDENT CEV=CEV(-4)+CEV1;                                                       
 IDENT CEM=(CEIM-CEIMDS)/CEPM00-CEMS;                                         
  IDENT CEEX=CEPX00*(CEE00*CEX00$+CEXS)+CEEXDS;                               
  IDENT CEX=CEC+CEI+CEG+CEEX-CEIM+CESTAT;                                     
  IDENT CEY=CEX+CEV1;                                                         
  IDENT CES=CEPX*(CEE00*CEX00$+CEXS)-CEPM*(CEM+CEMS)+CETT;                    
IDENT CESPCT=CES/(CEYS*CEPY);                                                 
IDENT CEA=CEA(-4)+CES;                                                        
IDENT CEM00$A=CEM/CEE00-CEM00$B;                                              
IDENT CEUR=(CEL1-CEJ)/(CEL1);                                                 
IDENT CEJMIN=CEY/CELAM;                                                       
  IDENT CEZZ=LOG(CEY)-LOG(CEYS);                                              
IDENT CEPM=CEPSI2*CEPMP;                                                      
IDENT CEH=CEE/GEGEEN;                                                         
IDENT CENW=CENW(-4)+CEI+CEV1+CEEX-CEIM;                                       
IDENT CEPX$=(CEE00/CEE)*CEPX;                                                 
GENR CELCIGZ=LOG((CEC+CEI+CEG)/CEPOP);                                        
GENR CELIMZ=LOG(CEIM/CEPOP);                                                  
GENR CELPY=LOG(CEPY);                                                         
GENR CELPM=LOG(CEPM);                                                         
GENR CELYZ=LOG(CEY/CEPOP);                                                    
GENR CEAZ=CEA/(CEYS*CEPY);                                                    
GENR CELW=LOG(CEW);                                                           
GENR CELCZ=LOG(CEC/CEPOP);                                                    
GENR CELM1Z=LOG(CEM1/(CEPOP*CEPY));                                           
GENR CELM1ZL=LOG(CEM1(-4)/(CEPOP(-4)*CEPY));                                  
GENR CELE=LOG(CEE);                                                           
GENR CELJ1=LOG(CEJ/CEJ(-4));                                                  
GENR CELY1=LOG(CEY/CEY(-4));                                                  
GENR CELEXL=LOG(CEJ/CEJMIN);                                                  
GENR CELL1Z=LOG(CEL1/CEPOP1);                                                 
GENR CEPCPY=100*((CEPY/CEPY(-4))**1-1);                                       
GENR CELRSZ=.25*LOG((1+CERS/100.)/(1+USRSN/100.));                            
GENR CELPYZ=LOG(CEPY/USPYN);                                                  
GENR CELPYZZ=LOG(CEPY/    CEPM);                                              
GENR CERBZ=      CERB-    CERS(-4);                                           
GENR CERBZZ=     CERB(-4)-CERS(-4);                                           
GENR CERSZ=      CERS-    CERS(-4);                                           
GENR CELWZ=LOG(  CEW/     CEPY);                                              
GENR CELE1=CELE-CELE(-4);                                                     
GENR CELEA=CELPYZ-CELE(-4);                                                   
GENR CELPXA=LOG(CEPX/(CEPW$*(CEE/CEE00)));                                    
GENR CELPXB=LOG(CEPY/(CEPW$*(CEE/CEE00)));                                    
GENR CELPXC=LOG(CEPW$*(CEE/CEE00));                                           
GENR CELPX=LOG(CEPX);                                                         
GENR CELI=LOG(CEI);                                                           
GENR CELY=LOG(CEY);                                                           
EQ 300 CELIMZ C CELIMZ(-4) CELCIGZ ;                                          
EQUATION 300  CELIMZ  
   RHS     C  CELIMZ(-4)  CELCIGZ  
LHS CEIM=EXP(CELIMZ)*CEPOP;                                                   
EQ 301 CELCZ C CELCZ(-4) CELYZ                                                
;                                                                             
EQUATION 301  CELCZ  
   RHS     C  CELCZ(-4)  CELYZ  
LHS CEC=EXP(CELCZ)*CEPOP;                                                     
EQ 302 CELPY CELPY(-4) C TN CELPM                                             
 CEZZ(-4)                                                                     
;                                                                             
EQUATION 302  CELPY  
   RHS     CELPY(-4)  C  TN  CELPM  CEZZ(-4)  
LHS CEPY=EXP(CELPY);                                                          
@IDENT MEV1=MEY-MEX;                                                          
IDENT MEV1PCT=MEV1/MEYS;                                                      
IDENT MEV=MEV(-4)+MEV1;                                                       
 IDENT MEM=(MEIM-MEIMDS)/MEPM00-MEMS;                                         
  IDENT MEEX=MEPX00*(MEE00*MEX00$+MEXS)+MEEXDS;                               
  IDENT MEX=MEC+MEI+MEG+MEEX-MEIM+MESTAT;                                     
  IDENT MEY=MEX+MEV1;                                                         
  IDENT MES=MEPX*(MEE00*MEX00$+MEXS)-MEPM*(MEM+MEMS)+METT;                    
IDENT MESPCT=MES/(MEYS*MEPY);                                                 
IDENT MEA=MEA(-4)+MES;                                                        
IDENT MEM00$A=MEM/MEE00-MEM00$B;                                              
IDENT MEUR=(MEL1-MEJ)/(MEL1);                                                 
IDENT MEJMIN=MEY/MELAM;                                                       
  IDENT MEZZ=LOG(MEY)-LOG(MEYS);                                              
IDENT MEPM=MEPSI2*MEPMP;                                                      
IDENT MEH=MEE/GEGEEN;                                                         
IDENT MENW=MENW(-4)+MEI+MEV1+MEEX-MEIM;                                       
IDENT MEPX$=(MEE00/MEE)*MEPX;                                                 
GENR MELCIGZ=LOG((MEC+MEI+MEG)/MEPOP);                                        
GENR MELIMZ=LOG(MEIM/MEPOP);                                                  
GENR MELPY=LOG(MEPY);                                                         
GENR MELPM=LOG(MEPM);                                                         
GENR MELYZ=LOG(MEY/MEPOP);                                                    
GENR MEAZ=MEA/(MEYS*MEPY);                                                    
GENR MELW=LOG(MEW);                                                           
GENR MELCZ=LOG(MEC/MEPOP);                                                    
GENR MELM1Z=LOG(MEM1/(MEPOP*MEPY));                                           
GENR MELM1ZL=LOG(MEM1(-4)/(MEPOP(-4)*MEPY));                                  
GENR MELE=LOG(MEE);                                                           
GENR MELJ1=LOG(MEJ/MEJ(-4));                                                  
GENR MELY1=LOG(MEY/MEY(-4));                                                  
GENR MELEXL=LOG(MEJ/MEJMIN);                                                  
GENR MELL1Z=LOG(MEL1/MEPOP1);                                                 
GENR MEPCPY=100*((MEPY/MEPY(-4))**1-1);                                       
GENR MELRSZ=.25*LOG((1+MERS/100.)/(1+USRSN/100.));                            
GENR MELPYZ=LOG(MEPY/USPYN);                                                  
GENR MELPYZZ=LOG(MEPY/    MEPM);                                              
GENR MERBZ=      MERB-    MERS(-4);                                           
GENR MERBZZ=     MERB(-4)-MERS(-4);                                           
GENR MERSZ=      MERS-    MERS(-4);                                           
GENR MELWZ=LOG(  MEW/     MEPY);                                              
GENR MELE1=MELE-MELE(-4);                                                     
GENR MELEA=MELPYZ-MELE(-4);                                                   
GENR MELPXA=LOG(MEPX/(MEPW$*(MEE/MEE00)));                                    
GENR MELPXB=LOG(MEPY/(MEPW$*(MEE/MEE00)));                                    
GENR MELPXC=LOG(MEPW$*(MEE/MEE00));                                           
GENR MELPX=LOG(MEPX);                                                         
GENR MELI=LOG(MEI);                                                           
GENR MELY=LOG(MEY);                                                           
EQ 303 MELIMZ C MELIMZ(-4) MELPYZZ  MELCIGZ;                                  
EQUATION 303  MELIMZ  
   RHS     C  MELIMZ(-4)  MELPYZZ  MELCIGZ  
LHS MEIM=EXP(MELIMZ)*MEPOP;                                                   
EQ 304 MELCZ C MELCZ(-4) MELYZ                                                
;                                                                             
EQUATION 304  MELCZ  
   RHS     C  MELCZ(-4)  MELYZ  
LHS MEC=EXP(MELCZ)*MEPOP;                                                     
@EQ  11 MELPXA MELPXB RHO=8;                                                  
EQ 305  MELPXA;                                                               
EQUATION 305  MELPXA  
NLEQ MELPXA=.5*(MELPXB-COEF(1,305)*MELPXB(-4)-COEF(2,305)*MELPXB(-8))         
 +COEF(1,305)*MELPXA(-4)+COEF(2,305)*MELPXA(-8);                              
LHS MEPX=EXP(MELPXA)*(MEPW$*(MEE/MEE00));                                     
@IDENT PEV1=PEY-PEXZ;                                                         
IDENT PEV1PCT=PEV1/PEYS;                                                      
IDENT PEV=PEV(-4)+PEV1;                                                       
 IDENT PEM=(PEIM-PEIMDS)/PEPM00-PEMS;                                         
  IDENT PEEX=PEPX00*(PEE00*PEX00$+PEXS)+PEEXDS;                               
  IDENT PEXZ=PEC+PEI+PEG+PEEX-PEIM+PESTAT;                                    
  IDENT PEY=PEXZ+PEV1;                                                        
  IDENT PES=PEPX*(PEE00*PEX00$+PEXS)-PEPM*(PEM+PEMS)+PETT;                    
IDENT PESPCT=PES/(PEYS*PEPY);                                                 
IDENT PEA=PEA(-4)+PES;                                                        
IDENT PEM00$A=PEM/PEE00-PEM00$B;                                              
IDENT PEUR=(PEL1-PEJ)/(PEL1);                                                 
IDENT PEJMIN=PEY/PELAM;                                                       
  IDENT PEZZ=LOG(PEY)-LOG(PEYS);                                              
IDENT PEPM=PEPSI2*PEPMP;                                                      
IDENT PEH=PEE/GEGEEN;                                                         
IDENT PENW=PENW(-4)+PEI+PEV1+PEEX-PEIM;                                       
IDENT PEPX$=(PEE00/PEE)*PEPX;                                                 
GENR PELCIGZ=LOG((PEC+PEI+PEG)/PEPOP);                                        
GENR PELIMZ=LOG(PEIM/PEPOP);                                                  
GENR PELPY=LOG(PEPY);                                                         
GENR PELPM=LOG(PEPM);                                                         
GENR PELYZ=LOG(PEY/PEPOP);                                                    
GENR PEAZ=PEA/(PEYS*PEPY);                                                    
GENR PELW=LOG(PEW);                                                           
GENR PELCZ=LOG(PEC/PEPOP);                                                    
GENR PELM1Z=LOG(PEM1/(PEPOP*PEPY));                                           
GENR PELM1ZL=LOG(PEM1(-4)/(PEPOP(-4)*PEPY));                                  
GENR PELE=LOG(PEE);                                                           
GENR PELJ1=LOG(PEJ/PEJ(-4));                                                  
GENR PELY1=LOG(PEY/PEY(-4));                                                  
GENR PELEXL=LOG(PEJ/PEJMIN);                                                  
GENR PELL1Z=LOG(PEL1/PEPOP1);                                                 
GENR PEPCPY=100*((PEPY/PEPY(-4))**1-1);                                       
GENR PELRSZ=.25*LOG((1+PERS/100.)/(1+USRSN/100.));                            
GENR PELPYZ=LOG(PEPY/USPYN);                                                  
GENR PELPYZZ=LOG(PEPY/    PEPM);                                              
GENR PERBZ=      PERB-    PERS(-4);                                           
GENR PERBZZ=     PERB(-4)-PERS(-4);                                           
GENR PERSZ=      PERS-    PERS(-4);                                           
GENR PELWZ=LOG(  PEW/     PEPY);                                              
GENR PELE1=PELE-PELE(-4);                                                     
GENR PELEA=PELPYZ-PELE(-4);                                                   
GENR PELPXA=LOG(PEPX/(PEPW$*(PEE/PEE00)));                                    
GENR PELPXB=LOG(PEPY/(PEPW$*(PEE/PEE00)));                                    
GENR PELPXC=LOG(PEPW$*(PEE/PEE00));                                           
GENR PELPX=LOG(PEPX);                                                         
GENR PELI=LOG(PEI);                                                           
GENR PELY=LOG(PEY);                                                           
EQ 306 PELIMZ C PELCIGZ;                                                      
EQUATION 306  PELIMZ  
   RHS     C  PELCIGZ  
LHS PEIM=EXP(PELIMZ)*PEPOP;                                                   
EQ 307 PELCZ C PELCZ(-4) PELYZ                                                
;                                                                             
EQUATION 307  PELCZ  
   RHS     C  PELCZ(-4)  PELYZ  
LHS PEC=EXP(PELCZ)*PEPOP;                                                     
IDENT EUY=EU1*(GEY+AUY/(AUE00/GEE00)+FRY/(FRE00/GEE00)+ITY/(ITE00/GEE00)      
 +NEY/(NEE00/GEE00)+FIY/(FIE00/GEE00))+(1-EU1)*GEY                            
;                                                                             
@ +BEYQ/(BEE00Q/GEE00)+IRYQ/(IRE00Q/GEE00)+POYQ/(POE00Q/GEE00)                
@ +SPYQ/(SPE00Q/GEE00);                                                       
IDENT EUYS=EU1*(GEYS+AUYS/(AUE00/GEE00)+FRYS/(FRE00/GEE00)+ITYS/(ITE00/GEE00) 
 +NEYS/(NEE00/GEE00)+FIYS/(FIE00/GEE00))+(1-EU1)*GEYS                         
;                                                                             
@ +BEYSQ/(BEE00Q/GEE00)+IRYSQ/(IRE00Q/GEE00)+POYSQ/(POE00Q/GEE00)             
@ +SPYSQ/(SPE00Q/GEE00);                                                      
IDENT EUYY=EU1*(GEPY*GEY+(AUPY*AUY)/AUH+(FRPY*FRY)/FRH+(ITPY*ITY)/ITH         
 +(NEPY*NEY)/NEH+(FIPY*FIY)/FIH)+(1-EU1)*GEPY*GEY                             
;                                                                             
@ +(BEPYQ*BEYQ)/(BEEQ/GEE)+(IRPYQ*IRYQ)/(IREQ/GEE)                            
@ +(POPYQ*POYQ)/(POEQ/GEE)+(SPPYQ*SPYQ)/(SPEQ/GEE);                           
IDENT EUPY=EUYY/EUY;                                                          
IDENT EUZZ=LOG(EUY)-LOG(EUYS);                                                
GENR EULPY=LOG(EUPY);                                                         
GENR EUYZ=EUY/EUPOP;                                                          
GENR EULYZ=LOG(EUY/EUPOP);                                                    
GENR EULE=LOG(EUE);                                                           
GENR EUPCPY=100*((EUPY/EUPY(-1))**4-1);                                       
GENR EULRSZ=.25*LOG((1+EURS/100.)/(1+USRS/100.));                             
GENR EULPYZ=LOG(EUPY/USPY);                                                   
GENR EURBZ=      EURB-    EURS(-2);                                           
GENR EURBZZ=     EURB(-1)-EURS(-2);                                           
GENR EURSZ=      EURS-    EURS(-2);                                           
GENR EURSZZ=     EURS(-1)-EURS(-2);                                           
GENR EULE1=EULE-EULE(-1);                                                     
GENR EULEA=EULPYZ-EULE(-1);                                                   
GENR EUGA1=100*(EUY/EUYS-USY/USYS);                                           
GENR EUGA2=100*((EUYZ/EUYZ(-1))**4-1.)                                        
          -100*(((USY/USPOP)/(USY(-1)/USPOP(-1)))**4-1.);                     
EQ 308 EURS C EURS(-1) EUZZ USRS EUPCPY(-1)                                   
 FSR C EULPY(-1) EULYZ(-1) EURB(-1)                                           
 EURS(-1) EUZZ(-1) USRS(-1) EUPCPY(-1)                                        
;                                                                             
EQUATION 308  EURS  
   RHS     C  EURS(-1)  EUZZ  USRS  EUPCPY(-1)  
   FSR     C  EULPY(-1)  EULYZ(-1)  EURB(-1)  EURS(-1)  EUZZ(-1)  
   FSR     USRS(-1)  EUPCPY(-1)  
LHS EURS=(ABS(EURS-.0)+EURS-.0)/2.+.0;                                        
EQ 309 EURBZ C EURBZZ EURSZ EURSZZ                                            
 FSR C EULPY(-1) EULYZ(-1) EURB(-1)                                           
 EURB(-2) EURS(-1) EURS(-2)                                                   
 EUZZ(-1) USRS(-1) EUPCPY(-1)                                                 
;                                                                             
EQUATION 309  EURBZ  
   RHS     C  EURBZZ  EURSZ  EURSZZ  
   FSR     C  EULPY(-1)  EULYZ(-1)  EURB(-1)  EURB(-2)  EURS(-1)  
   FSR     EURS(-2)  EUZZ(-1)  USRS(-1)  EUPCPY(-1)  
LHS  EURB=       EURBZ+   EURS(-2);                                           
EQ 310 EULE1 C EULEA EULRSZ RHO=1                                             
 FSR C EULPY(-1) EULYZ(-1) EURB(-1)                                           
 EULE1(-1) EULEA(-1) EULRSZ(-1)                                               
;                                                                             
EQUATION 310  EULE1  RHO=1  
   RHS     C  EULEA  EULRSZ  
   FSR     C  EULPY(-1)  EULYZ(-1)  EURB(-1)  EULE1(-1)  EULEA(-1)  
   FSR     EULRSZ(-1)  
LHS  EUE=EXP(EULE1)*EUE(-1);                                                  
@                                                                             
@ The following are tricks needed to link the annual and quarterly data.      
@                                                                             
GENR VV1=BEE;                                                                 
GENR BEEN=CC*VV1+CC(-1)*VV1(-1)+CC(-2)*VV1(-2)+CC(-3)*VV1(-3);                
GENR BEEQ=(BEEN/BEEA)*BEEZ;                                                   
GENR VV2=BEPX;                                                                
GENR BEPXN=CC*VV2+CC(-1)*VV2(-1)+CC(-2)*VV2(-2)+CC(-3)*VV2(-3);               
GENR BEPXQ=(BEPXN/BEPXA)*BEPXZ;                                               
GENR BEPX$Q=(BEE00Z/BEEQ)*BEPXQ;                                              
GENR VV3=BEM00$A;                                                             
GENR BEM00$AN=CC*VV3+CC(-1)*VV3(-1)+CC(-2)*VV3(-2)+CC(-3)*VV3(-3);            
GENR BEM00$AQ=(BEM00$AN/BEM00$AA)*BEM00$AZ;                                   
GENR VV4=DEE;                                                                 
GENR DEEN=CC*VV4+CC(-1)*VV4(-1)+CC(-2)*VV4(-2)+CC(-3)*VV4(-3);                
GENR DEEQ=(DEEN/DEEA)*DEEZ;                                                   
GENR VV5=DEPX;                                                                
GENR DEPXN=CC*VV5+CC(-1)*VV5(-1)+CC(-2)*VV5(-2)+CC(-3)*VV5(-3);               
GENR DEPXQ=(DEPXN/DEPXA)*DEPXZ;                                               
GENR DEPX$Q=(DEE00Z/DEEQ)*DEPXQ;                                              
GENR VV6=DEM00$A;                                                             
GENR DEM00$AN=CC*VV6+CC(-1)*VV6(-1)+CC(-2)*VV6(-2)+CC(-3)*VV6(-3);            
GENR DEM00$AQ=(DEM00$AN/DEM00$AA)*DEM00$AZ;                                   
GENR VV7=NOE;                                                                 
GENR NOEN=CC*VV7+CC(-1)*VV7(-1)+CC(-2)*VV7(-2)+CC(-3)*VV7(-3);                
GENR NOEQ=(NOEN/NOEA)*NOEZ;                                                   
GENR VV8=NOPX;                                                                
GENR NOPXN=CC*VV8+CC(-1)*VV8(-1)+CC(-2)*VV8(-2)+CC(-3)*VV8(-3);               
GENR NOPXQ=(NOPXN/NOPXA)*NOPXZ;                                               
GENR NOPX$Q=(NOE00Z/NOEQ)*NOPXQ;                                              
GENR VV9=NOM00$A;                                                             
GENR NOM00$AN=CC*VV9+CC(-1)*VV9(-1)+CC(-2)*VV9(-2)+CC(-3)*VV9(-3);            
GENR NOM00$AQ=(NOM00$AN/NOM00$AA)*NOM00$AZ;                                   
GENR VV10=SWE;                                                                
GENR SWEN=CC*VV10+CC(-1)*VV10(-1)+CC(-2)*VV10(-2)+CC(-3)*VV10(-3);            
GENR SWEQ=(SWEN/SWEA)*SWEZ;                                                   
GENR VV11=SWPX;                                                               
GENR SWPXN=CC*VV11+CC(-1)*VV11(-1)+CC(-2)*VV11(-2)+CC(-3)*VV11(-3);           
GENR SWPXQ=(SWPXN/SWPXA)*SWPXZ;                                               
GENR SWPX$Q=(SWE00Z/SWEQ)*SWPXQ;                                              
GENR VV12=SWM00$A;                                                            
GENR SWM00$AN=CC*VV12+CC(-1)*VV12(-1)+CC(-2)*VV12(-2)+CC(-3)*VV12(-3);        
GENR SWM00$AQ=(SWM00$AN/SWM00$AA)*SWM00$AZ;                                   
GENR VV13=GRE;                                                                
GENR GREN=CC*VV13+CC(-1)*VV13(-1)+CC(-2)*VV13(-2)+CC(-3)*VV13(-3);            
GENR GREQ=(GREN/GREA)*GREZ;                                                   
GENR VV14=GRPX;                                                               
GENR GRPXN=CC*VV14+CC(-1)*VV14(-1)+CC(-2)*VV14(-2)+CC(-3)*VV14(-3);           
GENR GRPXQ=(GRPXN/GRPXA)*GRPXZ;                                               
GENR GRPX$Q=(GRE00Z/GREQ)*GRPXQ;                                              
GENR VV15=GRM00$A;                                                            
GENR GRM00$AN=CC*VV15+CC(-1)*VV15(-1)+CC(-2)*VV15(-2)+CC(-3)*VV15(-3);        
GENR GRM00$AQ=(GRM00$AN/GRM00$AA)*GRM00$AZ;                                   
GENR VV16=IRE;                                                                
GENR IREN=CC*VV16+CC(-1)*VV16(-1)+CC(-2)*VV16(-2)+CC(-3)*VV16(-3);            
GENR IREQ=(IREN/IREA)*IREZ;                                                   
GENR VV17=IRPX;                                                               
GENR IRPXN=CC*VV17+CC(-1)*VV17(-1)+CC(-2)*VV17(-2)+CC(-3)*VV17(-3);           
GENR IRPXQ=(IRPXN/IRPXA)*IRPXZ;                                               
GENR IRPX$Q=(IRE00Z/IREQ)*IRPXQ;                                              
GENR VV18=IRM00$A;                                                            
GENR IRM00$AN=CC*VV18+CC(-1)*VV18(-1)+CC(-2)*VV18(-2)+CC(-3)*VV18(-3);        
GENR IRM00$AQ=(IRM00$AN/IRM00$AA)*IRM00$AZ;                                   
GENR VV19=POE;                                                                
GENR POEN=CC*VV19+CC(-1)*VV19(-1)+CC(-2)*VV19(-2)+CC(-3)*VV19(-3);            
GENR POEQ=(POEN/POEA)*POEZ;                                                   
GENR VV20=POPX;                                                               
GENR POPXN=CC*VV20+CC(-1)*VV20(-1)+CC(-2)*VV20(-2)+CC(-3)*VV20(-3);           
GENR POPXQ=(POPXN/POPXA)*POPXZ;                                               
GENR POPX$Q=(POE00Z/POEQ)*POPXQ;                                              
GENR VV21=POM00$A;                                                            
GENR POM00$AN=CC*VV21+CC(-1)*VV21(-1)+CC(-2)*VV21(-2)+CC(-3)*VV21(-3);        
GENR POM00$AQ=(POM00$AN/POM00$AA)*POM00$AZ;                                   
GENR VV22=SPE;                                                                
GENR SPEN=CC*VV22+CC(-1)*VV22(-1)+CC(-2)*VV22(-2)+CC(-3)*VV22(-3);            
GENR SPEQ=(SPEN/SPEA)*SPEZ;                                                   
GENR VV23=SPPX;                                                               
GENR SPPXN=CC*VV23+CC(-1)*VV23(-1)+CC(-2)*VV23(-2)+CC(-3)*VV23(-3);           
GENR SPPXQ=(SPPXN/SPPXA)*SPPXZ;                                               
GENR SPPX$Q=(SPE00Z/SPEQ)*SPPXQ;                                              
GENR VV24=SPM00$A;                                                            
GENR SPM00$AN=CC*VV24+CC(-1)*VV24(-1)+CC(-2)*VV24(-2)+CC(-3)*VV24(-3);        
GENR SPM00$AQ=(SPM00$AN/SPM00$AA)*SPM00$AZ;                                   
GENR VV25=NZE;                                                                
GENR NZEN=CC*VV25+CC(-1)*VV25(-1)+CC(-2)*VV25(-2)+CC(-3)*VV25(-3);            
GENR NZEQ=(NZEN/NZEA)*NZEZ;                                                   
GENR VV26=NZPX;                                                               
GENR NZPXN=CC*VV26+CC(-1)*VV26(-1)+CC(-2)*VV26(-2)+CC(-3)*VV26(-3);           
GENR NZPXQ=(NZPXN/NZPXA)*NZPXZ;                                               
GENR NZPX$Q=(NZE00Z/NZEQ)*NZPXQ;                                              
GENR VV27=NZM00$A;                                                            
GENR NZM00$AN=CC*VV27+CC(-1)*VV27(-1)+CC(-2)*VV27(-2)+CC(-3)*VV27(-3);        
GENR NZM00$AQ=(NZM00$AN/NZM00$AA)*NZM00$AZ;                                   
GENR VV28=SAE;                                                                
GENR SAEN=CC*VV28+CC(-1)*VV28(-1)+CC(-2)*VV28(-2)+CC(-3)*VV28(-3);            
GENR SAEQ=(SAEN/SAEA)*SAEZ;                                                   
GENR VV29=SAPX;                                                               
GENR SAPXN=CC*VV29+CC(-1)*VV29(-1)+CC(-2)*VV29(-2)+CC(-3)*VV29(-3);           
GENR SAPXQ=(SAPXN/SAPXA)*SAPXZ;                                               
GENR SAPX$Q=(SAE00Z/SAEQ)*SAPXQ;                                              
GENR VV30=SAM00$A;                                                            
GENR SAM00$AN=CC*VV30+CC(-1)*VV30(-1)+CC(-2)*VV30(-2)+CC(-3)*VV30(-3);        
GENR SAM00$AQ=(SAM00$AN/SAM00$AA)*SAM00$AZ;                                   
GENR VV31=VEE;                                                                
GENR VEEN=CC*VV31+CC(-1)*VV31(-1)+CC(-2)*VV31(-2)+CC(-3)*VV31(-3);            
GENR VEEQ=(VEEN/VEEA)*VEEZ;                                                   
GENR VV32=VEPX;                                                               
GENR VEPXN=CC*VV32+CC(-1)*VV32(-1)+CC(-2)*VV32(-2)+CC(-3)*VV32(-3);           
GENR VEPXQ=(VEPXN/VEPXA)*VEPXZ;                                               
GENR VEPX$Q=(VEE00Z/VEEQ)*VEPXQ;                                              
GENR VV33=VEM00$A;                                                            
GENR VEM00$AN=CC*VV33+CC(-1)*VV33(-1)+CC(-2)*VV33(-2)+CC(-3)*VV33(-3);        
GENR VEM00$AQ=(VEM00$AN/VEM00$AA)*VEM00$AZ;                                   
GENR VV34=COE;                                                                
GENR COEN=CC*VV34+CC(-1)*VV34(-1)+CC(-2)*VV34(-2)+CC(-3)*VV34(-3);            
GENR COEQ=(COEN/COEA)*COEZ;                                                   
GENR VV35=COPX;                                                               
GENR COPXN=CC*VV35+CC(-1)*VV35(-1)+CC(-2)*VV35(-2)+CC(-3)*VV35(-3);           
GENR COPXQ=(COPXN/COPXA)*COPXZ;                                               
GENR COPX$Q=(COE00Z/COEQ)*COPXQ;                                              
GENR VV36=COM00$A;                                                            
GENR COM00$AN=CC*VV36+CC(-1)*VV36(-1)+CC(-2)*VV36(-2)+CC(-3)*VV36(-3);        
GENR COM00$AQ=(COM00$AN/COM00$AA)*COM00$AZ;                                   
GENR VV37=JOE;                                                                
GENR JOEN=CC*VV37+CC(-1)*VV37(-1)+CC(-2)*VV37(-2)+CC(-3)*VV37(-3);            
GENR JOEQ=(JOEN/JOEA)*JOEZ;                                                   
GENR VV38=JOPX;                                                               
GENR JOPXN=CC*VV38+CC(-1)*VV38(-1)+CC(-2)*VV38(-2)+CC(-3)*VV38(-3);           
GENR JOPXQ=(JOPXN/JOPXA)*JOPXZ;                                               
GENR JOPX$Q=(JOE00Z/JOEQ)*JOPXQ;                                              
GENR VV39=JOM00$A;                                                            
GENR JOM00$AN=CC*VV39+CC(-1)*VV39(-1)+CC(-2)*VV39(-2)+CC(-3)*VV39(-3);        
GENR JOM00$AQ=(JOM00$AN/JOM00$AA)*JOM00$AZ;                                   
GENR VV40=SYE;                                                                
GENR SYEN=CC*VV40+CC(-1)*VV40(-1)+CC(-2)*VV40(-2)+CC(-3)*VV40(-3);            
GENR SYEQ=(SYEN/SYEA)*SYEZ;                                                   
GENR VV41=SYPX;                                                               
GENR SYPXN=CC*VV41+CC(-1)*VV41(-1)+CC(-2)*VV41(-2)+CC(-3)*VV41(-3);           
GENR SYPXQ=(SYPXN/SYPXA)*SYPXZ;                                               
GENR SYPX$Q=(SYE00Z/SYEQ)*SYPXQ;                                              
GENR VV42=SYM00$A;                                                            
GENR SYM00$AN=CC*VV42+CC(-1)*VV42(-1)+CC(-2)*VV42(-2)+CC(-3)*VV42(-3);        
GENR SYM00$AQ=(SYM00$AN/SYM00$AA)*SYM00$AZ;                                   
GENR VV43=IDE;                                                                
GENR IDEN=CC*VV43+CC(-1)*VV43(-1)+CC(-2)*VV43(-2)+CC(-3)*VV43(-3);            
GENR IDEQ=(IDEN/IDEA)*IDEZ;                                                   
GENR VV44=IDPX;                                                               
GENR IDPXN=CC*VV44+CC(-1)*VV44(-1)+CC(-2)*VV44(-2)+CC(-3)*VV44(-3);           
GENR IDPXQ=(IDPXN/IDPXA)*IDPXZ;                                               
GENR IDPX$Q=(IDE00Z/IDEQ)*IDPXQ;                                              
GENR VV45=IDM00$A;                                                            
GENR IDM00$AN=CC*VV45+CC(-1)*VV45(-1)+CC(-2)*VV45(-2)+CC(-3)*VV45(-3);        
GENR IDM00$AQ=(IDM00$AN/IDM00$AA)*IDM00$AZ;                                   
GENR VV46=MAE;                                                                
GENR MAEN=CC*VV46+CC(-1)*VV46(-1)+CC(-2)*VV46(-2)+CC(-3)*VV46(-3);            
GENR MAEQ=(MAEN/MAEA)*MAEZ;                                                   
GENR VV47=MAPX;                                                               
GENR MAPXN=CC*VV47+CC(-1)*VV47(-1)+CC(-2)*VV47(-2)+CC(-3)*VV47(-3);           
GENR MAPXQ=(MAPXN/MAPXA)*MAPXZ;                                               
GENR MAPX$Q=(MAE00Z/MAEQ)*MAPXQ;                                              
GENR VV48=MAM00$A;                                                            
GENR MAM00$AN=CC*VV48+CC(-1)*VV48(-1)+CC(-2)*VV48(-2)+CC(-3)*VV48(-3);        
GENR MAM00$AQ=(MAM00$AN/MAM00$AA)*MAM00$AZ;                                   
GENR VV49=PAE;                                                                
GENR PAEN=CC*VV49+CC(-1)*VV49(-1)+CC(-2)*VV49(-2)+CC(-3)*VV49(-3);            
GENR PAEQ=(PAEN/PAEA)*PAEZ;                                                   
GENR VV50=PAPX;                                                               
GENR PAPXN=CC*VV50+CC(-1)*VV50(-1)+CC(-2)*VV50(-2)+CC(-3)*VV50(-3);           
GENR PAPXQ=(PAPXN/PAPXA)*PAPXZ;                                               
GENR PAPX$Q=(PAE00Z/PAEQ)*PAPXQ;                                              
GENR VV51=PAM00$A;                                                            
GENR PAM00$AN=CC*VV51+CC(-1)*VV51(-1)+CC(-2)*VV51(-2)+CC(-3)*VV51(-3);        
GENR PAM00$AQ=(PAM00$AN/PAM00$AA)*PAM00$AZ;                                   
GENR VV52=PHE;                                                                
GENR PHEN=CC*VV52+CC(-1)*VV52(-1)+CC(-2)*VV52(-2)+CC(-3)*VV52(-3);            
GENR PHEQ=(PHEN/PHEA)*PHEZ;                                                   
GENR VV53=PHPX;                                                               
GENR PHPXN=CC*VV53+CC(-1)*VV53(-1)+CC(-2)*VV53(-2)+CC(-3)*VV53(-3);           
GENR PHPXQ=(PHPXN/PHPXA)*PHPXZ;                                               
GENR PHPX$Q=(PHE00Z/PHEQ)*PHPXQ;                                              
GENR VV54=PHM00$A;                                                            
GENR PHM00$AN=CC*VV54+CC(-1)*VV54(-1)+CC(-2)*VV54(-2)+CC(-3)*VV54(-3);        
GENR PHM00$AQ=(PHM00$AN/PHM00$AA)*PHM00$AZ;                                   
GENR VV55=THE;                                                                
GENR THEN=CC*VV55+CC(-1)*VV55(-1)+CC(-2)*VV55(-2)+CC(-3)*VV55(-3);            
GENR THEQ=(THEN/THEA)*THEZ;                                                   
GENR VV56=THPX;                                                               
GENR THPXN=CC*VV56+CC(-1)*VV56(-1)+CC(-2)*VV56(-2)+CC(-3)*VV56(-3);           
GENR THPXQ=(THPXN/THPXA)*THPXZ;                                               
GENR THPX$Q=(THE00Z/THEQ)*THPXQ;                                              
GENR VV57=THM00$A;                                                            
GENR THM00$AN=CC*VV57+CC(-1)*VV57(-1)+CC(-2)*VV57(-2)+CC(-3)*VV57(-3);        
GENR THM00$AQ=(THM00$AN/THM00$AA)*THM00$AZ;                                   
GENR VV58=CHE;                                                                
GENR CHEN=CC*VV58+CC(-1)*VV58(-1)+CC(-2)*VV58(-2)+CC(-3)*VV58(-3);            
GENR CHEQ=(CHEN/CHEA)*CHEZ;                                                   
GENR VV59=CHPX;                                                               
GENR CHPXN=CC*VV59+CC(-1)*VV59(-1)+CC(-2)*VV59(-2)+CC(-3)*VV59(-3);           
GENR CHPXQ=(CHPXN/CHPXA)*CHPXZ;                                               
GENR CHPX$Q=(CHE00Z/CHEQ)*CHPXQ;                                              
GENR VV60=CHM00$A;                                                            
GENR CHM00$AN=CC*VV60+CC(-1)*VV60(-1)+CC(-2)*VV60(-2)+CC(-3)*VV60(-3);        
GENR CHM00$AQ=(CHM00$AN/CHM00$AA)*CHM00$AZ;                                   
GENR VV61=ARE;                                                                
GENR AREN=CC*VV61+CC(-1)*VV61(-1)+CC(-2)*VV61(-2)+CC(-3)*VV61(-3);            
GENR AREQ=(AREN/AREA)*AREZ;                                                   
GENR VV62=ARPX;                                                               
GENR ARPXN=CC*VV62+CC(-1)*VV62(-1)+CC(-2)*VV62(-2)+CC(-3)*VV62(-3);           
GENR ARPXQ=(ARPXN/ARPXA)*ARPXZ;                                               
GENR ARPX$Q=(ARE00Z/AREQ)*ARPXQ;                                              
GENR VV63=ARM00$A;                                                            
GENR ARM00$AN=CC*VV63+CC(-1)*VV63(-1)+CC(-2)*VV63(-2)+CC(-3)*VV63(-3);        
GENR ARM00$AQ=(ARM00$AN/ARM00$AA)*ARM00$AZ;                                   
GENR VV64=BRE;                                                                
GENR BREN=CC*VV64+CC(-1)*VV64(-1)+CC(-2)*VV64(-2)+CC(-3)*VV64(-3);            
GENR BREQ=(BREN/BREA)*BREZ;                                                   
GENR VV65=BRPX;                                                               
GENR BRPXN=CC*VV65+CC(-1)*VV65(-1)+CC(-2)*VV65(-2)+CC(-3)*VV65(-3);           
GENR BRPXQ=(BRPXN/BRPXA)*BRPXZ;                                               
GENR BRPX$Q=(BRE00Z/BREQ)*BRPXQ;                                              
GENR VV66=BRM00$A;                                                            
GENR BRM00$AN=CC*VV66+CC(-1)*VV66(-1)+CC(-2)*VV66(-2)+CC(-3)*VV66(-3);        
GENR BRM00$AQ=(BRM00$AN/BRM00$AA)*BRM00$AZ;                                   
GENR VV67=CEE;                                                                
GENR CEEN=CC*VV67+CC(-1)*VV67(-1)+CC(-2)*VV67(-2)+CC(-3)*VV67(-3);            
GENR CEEQ=(CEEN/CEEA)*CEEZ;                                                   
GENR VV68=CEPX;                                                               
GENR CEPXN=CC*VV68+CC(-1)*VV68(-1)+CC(-2)*VV68(-2)+CC(-3)*VV68(-3);           
GENR CEPXQ=(CEPXN/CEPXA)*CEPXZ;                                               
GENR CEPX$Q=(CEE00Z/CEEQ)*CEPXQ;                                              
GENR VV69=CEM00$A;                                                            
GENR CEM00$AN=CC*VV69+CC(-1)*VV69(-1)+CC(-2)*VV69(-2)+CC(-3)*VV69(-3);        
GENR CEM00$AQ=(CEM00$AN/CEM00$AA)*CEM00$AZ;                                   
GENR VV70=MEE;                                                                
GENR MEEN=CC*VV70+CC(-1)*VV70(-1)+CC(-2)*VV70(-2)+CC(-3)*VV70(-3);            
GENR MEEQ=(MEEN/MEEA)*MEEZ;                                                   
GENR VV71=MEPX;                                                               
GENR MEPXN=CC*VV71+CC(-1)*VV71(-1)+CC(-2)*VV71(-2)+CC(-3)*VV71(-3);           
GENR MEPXQ=(MEPXN/MEPXA)*MEPXZ;                                               
GENR MEPX$Q=(MEE00Z/MEEQ)*MEPXQ;                                              
GENR VV72=MEM00$A;                                                            
GENR MEM00$AN=CC*VV72+CC(-1)*VV72(-1)+CC(-2)*VV72(-2)+CC(-3)*VV72(-3);        
GENR MEM00$AQ=(MEM00$AN/MEM00$AA)*MEM00$AZ;                                   
GENR VV73=PEE;                                                                
GENR PEEN=CC*VV73+CC(-1)*VV73(-1)+CC(-2)*VV73(-2)+CC(-3)*VV73(-3);            
GENR PEEQ=(PEEN/PEEA)*PEEZ;                                                   
GENR VV74=PEPX;                                                               
GENR PEPXN=CC*VV74+CC(-1)*VV74(-1)+CC(-2)*VV74(-2)+CC(-3)*VV74(-3);           
GENR PEPXQ=(PEPXN/PEPXA)*PEPXZ;                                               
GENR PEPX$Q=(PEE00Z/PEEQ)*PEPXQ;                                              
GENR VV75=PEM00$A;                                                            
GENR PEM00$AN=CC*VV75+CC(-1)*VV75(-1)+CC(-2)*VV75(-2)+CC(-3)*VV75(-3);        
GENR PEM00$AQ=(PEM00$AN/PEM00$AA)*PEM00$AZ;                                   
GENR VV76=BEY;                                                                
GENR BEYQ=.25*(CC*VV76+CC(-1)*VV76(-1)+CC(-2)*VV76(-2)+CC(-3)*VV76(-3));      
GENR VV77=BEPY;                                                               
GENR BEPYQ=CC*VV77+CC(-1)*VV77(-1)+CC(-2)*VV77(-2)+CC(-3)*VV77(-3);           
GENR VV78=BEYS;                                                               
GENR BEYSQ=.25*(CC*VV78+CC(-1)*VV78(-1)+CC(-2)*VV78(-2)+CC(-3)*VV78(-3));     
GENR VV79=BES;                                                                
GENR BESQ=.25*(CC*VV79+CC(-1)*VV79(-1)+CC(-2)*VV79(-2)+CC(-3)*VV79(-3));      
GENR VV80=BEE00;                                                              
GENR BEE00Q=CC*VV80+CC(-1)*VV80(-1)+CC(-2)*VV80(-2)+CC(-3)*VV80(-3);          
GENR VV81=IRY;                                                                
GENR IRYQ=.25*(CC*VV81+CC(-1)*VV81(-1)+CC(-2)*VV81(-2)+CC(-3)*VV81(-3));      
GENR VV82=IRPY;                                                               
GENR IRPYQ=CC*VV82+CC(-1)*VV82(-1)+CC(-2)*VV82(-2)+CC(-3)*VV82(-3);           
GENR VV83=IRYS;                                                               
GENR IRYSQ=.25*(CC*VV83+CC(-1)*VV83(-1)+CC(-2)*VV83(-2)+CC(-3)*VV83(-3));     
GENR VV84=IRS;                                                                
GENR IRSQ=.25*(CC*VV84+CC(-1)*VV84(-1)+CC(-2)*VV84(-2)+CC(-3)*VV84(-3));      
GENR VV85=IRE00;                                                              
GENR IRE00Q=CC*VV85+CC(-1)*VV85(-1)+CC(-2)*VV85(-2)+CC(-3)*VV85(-3);          
GENR VV86=POY;                                                                
GENR POYQ=.25*(CC*VV86+CC(-1)*VV86(-1)+CC(-2)*VV86(-2)+CC(-3)*VV86(-3));      
GENR VV87=POPY;                                                               
GENR POPYQ=CC*VV87+CC(-1)*VV87(-1)+CC(-2)*VV87(-2)+CC(-3)*VV87(-3);           
GENR VV88=POYS;                                                               
GENR POYSQ=.25*(CC*VV88+CC(-1)*VV88(-1)+CC(-2)*VV88(-2)+CC(-3)*VV88(-3));     
GENR VV89=POS;                                                                
GENR POSQ=.25*(CC*VV89+CC(-1)*VV89(-1)+CC(-2)*VV89(-2)+CC(-3)*VV89(-3));      
GENR VV90=POE00;                                                              
GENR POE00Q=CC*VV90+CC(-1)*VV90(-1)+CC(-2)*VV90(-2)+CC(-3)*VV90(-3);          
GENR VV91=SPY;                                                                
GENR SPYQ=.25*(CC*VV91+CC(-1)*VV91(-1)+CC(-2)*VV91(-2)+CC(-3)*VV91(-3));      
GENR VV92=SPPY;                                                               
GENR SPPYQ=CC*VV92+CC(-1)*VV92(-1)+CC(-2)*VV92(-2)+CC(-3)*VV92(-3);           
GENR VV93=SPYS;                                                               
GENR SPYSQ=.25*(CC*VV93+CC(-1)*VV93(-1)+CC(-2)*VV93(-2)+CC(-3)*VV93(-3));     
GENR VV94=SPS;                                                                
GENR SPSQ=.25*(CC*VV94+CC(-1)*VV94(-1)+CC(-2)*VV94(-2)+CC(-3)*VV94(-3));      
GENR VV95=SPE00;                                                              
GENR SPE00Q=CC*VV95+CC(-1)*VV95(-1)+CC(-2)*VV95(-2)+CC(-3)*VV95(-3);          
@                                                                             
@ End of tricks.                                                              
@                                                                             
GENR USE=1;                                                                   
GENR USE00=1;                                                                 
GENR USPX$=USPX;                                                              
CREATE SUMUS=1;                                                               
CREATE SUMCA=1;                                                               
CREATE SUMJA=1;                                                               
CREATE SUMAU=1;                                                               
CREATE SUMFR=1;                                                               
CREATE SUMGE=1;                                                               
CREATE SUMIT=1;                                                               
CREATE SUMNE=1;                                                               
CREATE SUMST=1;                                                               
CREATE SUMUK=1;                                                               
CREATE SUMFI=1;                                                               
CREATE SUMAS=1;                                                               
CREATE SUMSO=1;                                                               
CREATE SUMKO=1;                                                               
CREATE SUMBE=1;                                                               
CREATE SUMDE=1;                                                               
CREATE SUMNO=1;                                                               
CREATE SUMSW=1;                                                               
CREATE SUMGR=1;                                                               
CREATE SUMIR=1;                                                               
CREATE SUMPO=1;                                                               
CREATE SUMSP=1;                                                               
CREATE SUMNZ=1;                                                               
CREATE SUMSA=1;                                                               
CREATE SUMVE=1;                                                               
CREATE SUMCO=1;                                                               
CREATE SUMJO=1;                                                               
CREATE SUMSY=1;                                                               
CREATE SUMID=1;                                                               
CREATE SUMMA=1;                                                               
CREATE SUMPA=1;                                                               
CREATE SUMPH=1;                                                               
CREATE SUMTH=1;                                                               
CREATE SUMCH=1;                                                               
CREATE SUMAR=1;                                                               
CREATE SUMBR=1;                                                               
CREATE SUMCE=1;                                                               
CREATE SUMME=1;                                                               
CREATE SUMPE=1;                                                               
CREATE SUMTU=1;                                                               
CREATE SUMPD=1;                                                               
CREATE SUMRU=1;                                                               
CREATE SUMUE=1;                                                               
CREATE SUMEG=1;                                                               
CREATE SUMIS=1;                                                               
CREATE SUMKE=1;                                                               
CREATE SUMBA=1;                                                               
CREATE SUMHK=1;                                                               
CREATE SUMSI=1;                                                               
CREATE SUMVI=1;                                                               
CREATE SUMNI=1;                                                               
CREATE SUMAL=1;                                                               
CREATE SUMIA=1;                                                               
CREATE SUMIN=1;                                                               
CREATE SUMIQ=1;                                                               
CREATE SUMKU=1;                                                               
CREATE SUMLI=1;                                                               
CREATE SUMUA=1;                                                               
CREATE SUMAO=1;                                                               
@                                                                             
@ Do estimation of structural equations                                       
@                                                                             
@ *                                                                           
@ Begin no estimation (comment out)                                           
@                                                                             
INPUT FILE=MCESTSTR.INP;                                                      
Control passed to data set MCESTSTR.INP    
2SLS ;                                                                        
@US                                                                           
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST     1  ;                                                                  

Equation number =    1
**********************

Dependent variable = LCSZ    

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

First stage regressors 

  359 CNST2    (  0)
   40 C        (  0)
  174 AG1      (  0)
  175 AG2      (  0)
  176 AG3      (  0)
  436 LCSZ     ( -1)
  437 LAAZ     ( -1)
   23 T        (  0)
  415 LYDZ     ( -1)
  168 RSA      ( -1)
  431 LODHM    ( -1)
  446 LIMZ     ( -1)
  427 LJHGSZ   (  0)
  414 LPIMZ    ( -1)
  410 LYNLZ    ( -1)
  419 PCPD     ( -1)
  425 LCOGSZ   (  0)
  429 LTRGSZ   (  0)
   71 RS       ( -2)
   64 RB       ( -1)
  406 LYZ      ( -1)
  444 LVZ      ( -1)
  128 UR       ( -1)
  415 LYDZ     (  0)

Mean of dependent variable        1.472625842

                     Coef est             SE           T statistic      Mean
  359 CNST2   (  0)       0.022445661       0.003401602   6.59856     0.583682
   40 C       (  0)      -0.133993171       0.022868372  -5.85932     1.000000
  174 AG1     (  0)      -0.052103091       0.024838332  -2.09769     0.320965
  175 AG2     (  0)      -0.287774383       0.034131929  -8.43124    -0.086665
  176 AG3     (  0)       0.247344973       0.061554386   4.01832    -0.067461
  436 LCSZ    ( -1)       0.817531291       0.023210853  35.22194     1.467453
  415 LYDZ    (  0)       0.120221515       0.023504887   5.11475     1.881586
  168 RSA     (  0)      -0.001151254       0.000226842  -5.07513     3.824044
  437 LAAZ    ( -1)       0.037866131       0.005688147   6.65702     4.766640

SE of equation            =     0.003733070
Sum of squared residuals  = 0.320523727E-02  -0.371003284E-08
Average absolute error    =     0.002860475
Sum of ABS residuals      = 0.683653427    
R squared                 =   0.99990
Durbin-Watson statistic   =   1.50986
Overid test: p-value      = 0.00001         (df =  15)
SMPL and No. Obs.         = 1954.1   2013.3    239
UDU for 2SLS              = 0.663439144E-03
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST     2  ;                                                                  

Equation number =    2
**********************

Dependent variable = LCNZ    

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

First stage regressors 

  359 CNST2    (  0)
   40 C        (  0)
  174 AG1      (  0)
  175 AG2      (  0)
  176 AG3      (  0)
  438 LCNZ     ( -1)
  439 LCNZ1    ( -1)
  437 LAAZ     ( -1)
  415 LYDZ     ( -1)
  169 RMA      ( -1)
  425 LCOGSZ   (  0)
  434 LEXZ     ( -1)
  431 LODHM    ( -1)
  446 LIMZ     ( -1)
  429 LTRGSZ   (  0)
  427 LJHGSZ   (  0)
  410 LYNLZ    ( -1)
  414 LPIMZ    ( -1)
  419 PCPD     ( -1)
  128 UR       ( -1)
  444 LVZ      ( -1)
   71 RS       ( -1)
   71 RS       ( -2)
   23 T        (  0)

Mean of dependent variable        0.561478697

                     Coef est             SE           T statistic      Mean
  359 CNST2   (  0)      -0.014670677       0.007865448  -1.86521     0.583682
   40 C       (  0)      -0.341126954       0.067733518  -5.03631     1.000000
  174 AG1     (  0)       0.124153787       0.050762509   2.44578     0.320965
  175 AG2     (  0)       0.124364799       0.059613214   2.08620    -0.086665
  176 AG3     (  0)      -0.309846196       0.118744472  -2.60935    -0.067461
  438 LCNZ    ( -1)       0.740457997       0.043677356  16.95290     0.558622
  439 LCNZ1   ( -1)       0.214353698       0.059630067   3.59473     0.002834
  437 LAAZ    ( -1)       0.047949154       0.010857881   4.41607     4.766640
  415 LYDZ    (  0)       0.119179299       0.031039046   3.83966     1.881586
  169 RMA     (  0)      -0.000919452       0.000516800  -1.77913     6.363393

SE of equation            =     0.006578902
Sum of squared residuals  = 0.991156768E-02   0.479011136E-09
Average absolute error    =     0.004880680
Sum of ABS residuals      =  1.16648242    
R squared                 =   0.99886
Durbin-Watson statistic   =   1.95265
Overid test: p-value      = 0.00001         (df =  14)
SMPL and No. Obs.         = 1954.1   2013.3    239
UDU for 2SLS              = 0.202349884E-02
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST     3  ;                                                                  

Equation number =    3
**********************

Dependent variable = CDZ1    

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

First stage regressors 

  359 CNST2    (  0)
   40 C        (  0)
  174 AG1      (  0)
  175 AG2      (  0)
  176 AG3      (  0)
  412 KDZ      ( -1)
  408 AAZ      ( -1)
  407 YDZ      ( -1)
  462 RMACDZ   ( -1)
  425 LCOGSZ   (  0)
  434 LEXZ     ( -1)
  431 LODHM    ( -1)
  406 LYZ      ( -1)
  444 LVZ      ( -1)
  446 LIMZ     ( -1)
  429 LTRGSZ   (  0)
  410 LYNLZ    ( -1)
  414 LPIMZ    ( -1)
  482 DKDZCDL1 (  0)
   23 T        (  0)

Mean of dependent variable        0.005078653

                     Coef est             SE           T statistic      Mean
  359 CNST2   (  0)       0.062234867       0.015666226   3.97255     0.583682
   40 C       (  0)      -0.247662249       0.071493436  -3.46413     1.000000
  174 AG1     (  0)       0.181660845       0.113265762   1.60385     0.320965
  175 AG2     (  0)       2.637716046       0.420443640   6.27365    -0.086665
  176 AG3     (  0)      -2.346852708       0.426475204  -5.50291    -0.067461
  482 DKDZCDL1(  0)       0.231672293       0.045441455   5.09826    -0.095734
  412 KDZ     ( -1)      -0.027704393       0.004081017  -6.78860     8.585965
  407 YDZ     (  0)       0.063889774       0.010287490   6.21043     6.883520
  462 RMACDZ  (  0)      -0.010051761       0.002539865  -3.95760     3.299496
  408 AAZ     ( -1)       0.000629958       0.000163568   3.85135   129.870051

SE of equation            =     0.014548924
Sum of squared residuals  = 0.484727008E-01  -0.327921024E-11
Average absolute error    =     0.010249032
Sum of ABS residuals      =  2.44951871    
R squared                 =   0.20705
Durbin-Watson statistic   =   1.95327
Overid test: p-value      = 0.00001         (df =  10)
SMPL and No. Obs.         = 1954.1   2013.3    239
UDU for 2SLS              = 0.857095772E-02
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST     4  ;                                                                  

Equation number =    4
**********************

Dependent variable = IHHZ1   

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

First stage regressors 

  359 CNST2    (  0)
  359 CNST2    ( -1)
  359 CNST2    ( -2)
   40 C        (  0)
  411 KHZ      ( -1)
  463 RMALIHHZ (  0)
  407 YDZ      ( -1)
  411 KHZ      ( -2)
  411 KHZ      ( -3)
  463 RMALIHHZ ( -1)
  463 RMALIHHZ ( -2)
  407 YDZ      ( -2)
  425 LCOGSZ   (  0)
  427 LJHGSZ   (  0)
  429 LTRGSZ   (  0)
  434 LEXZ     ( -1)
  431 LODHM    ( -1)
  410 LYNLZ    ( -1)
  419 PCPD     ( -1)
  446 LIMZ     ( -1)
  484 DKHZIHL1 (  0)
  484 DKHZIHL1 ( -1)
  484 DKHZIHL1 ( -2)
  485 IHHZ1    ( -1)
  485 IHHZ1    ( -2)

Iter   Rhos:  1            2
   1     0.395181478  0.133438183
   2     0.422539158  0.177839970
   3     0.442302380  0.204347100
   4     0.460640461  0.227602458
   5     0.480885706  0.252309358
   6     0.505561957  0.281010378
   7     0.535653832  0.312274862
   8     0.568111628  0.334651386
   9     0.595563803  0.337572276
  10     0.610863952  0.334207248
  11     0.617369189  0.332779402
  12     0.620167579  0.332475394
  13     0.621493337  0.332490032
  14     0.622182042  0.332560152
  15     0.622563749  0.332621354
  16     0.622783946  0.332664403
  17     0.622913999  0.332692518
  18     0.622991875  0.332710302
  19     0.623038885  0.332721378
  20     0.623067399  0.332728220
  21     0.623084744  0.332732426
  22     0.623095313  0.332735007
  23     0.623101760  0.332736587

Number of iterations for RHO =   23


Mean of dependent variable        0.000416100

                     Coef est             SE           T statistic      Mean
  359 CNST2   (  0)       0.146331387       0.082713019   1.76915     0.583682
   40 C       (  0)       0.589739454       0.229176432   2.57330     1.000000
  484 DKHZIHL1(  0)       0.299657696       0.048373302   6.19469    -0.245763
  411 KHZ     ( -1)      -0.020417755       0.009047761  -2.25666    39.409752
  407 YDZ     (  0)       0.043920571       0.034336405   1.27913     6.883520
  463 RMALIHHZ(  0)      -0.025455467       0.004765586  -5.34152     3.401850
    0 RHO     ( -1)       0.623101760       0.071580315   8.70493     0.000000
    0 RHO     ( -2)       0.332736587       0.068543992   4.85435     0.000000

SE of equation            =     0.015683589
Sum of squared residuals  = 0.568202197E-01   0.242844541E-04
Average absolute error    =     0.011390468
Sum of ABS residuals      =  2.72232196    
R squared                 =   0.42428
Durbin-Watson statistic   =   2.00611
Overid test: p-value      = 0.00552         (df =  19)
SMPL and No. Obs.         = 1954.1   2013.3    239
UDU for 2SLS              = 0.909301689E-02
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST     5  ;                                                                  

Equation number =    5
**********************

Dependent variable = LL1Z    

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

First stage regressors 

   40 C        (  0)
  370 LL1Z     ( -1)
  437 LAAZ     ( -1)
  128 UR       ( -1)
  425 LCOGSZ   (  0)
  427 LJHGSZ   (  0)
  414 LPIMZ    ( -1)
  410 LYNLZ    ( -1)
  406 LYZ      ( -1)
  444 LVZ      ( -1)
  419 PCPD     ( -1)
  431 LODHM    ( -1)
  446 LIMZ     ( -1)
   23 T        (  0)

Mean of dependent variable       -0.063496851

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.014625130       0.005574449   2.62360     1.000000
  370 LL1Z    ( -1)       0.937965166       0.024472738  38.32694    -0.063096
  437 LAAZ    ( -1)      -0.003672616       0.001381693  -2.65806     4.766640
  128 UR      (  0)      -0.023902444       0.013141440  -1.81886     0.059999

SE of equation            =     0.002461276
Sum of squared residuals  = 0.142360212E-02   0.736023395E-11
Average absolute error    =     0.001876534
Sum of ABS residuals      = 0.448491631    
R squared                 =   0.99182
Durbin-Watson statistic   =   2.20273
Overid test: p-value      = 0.00000         (df =  10)
SMPL and No. Obs.         = 1954.1   2013.3    239
UDU for 2SLS              = 0.305053523E-03
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST     6  ;                                                                  

Equation number =    6
**********************

Dependent variable = LL2Z    

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

First stage regressors 

   40 C        (  0)
  437 LAAZ     ( -1)
  449 LWAZPH   ( -1)
   23 T        (  0)

Mean of dependent variable       -0.496349638

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.008441746       0.022772185   0.37070     1.000000
  371 LL2Z    ( -1)       0.991233511       0.006440619 153.90345    -0.499060
  449 LWAZPH  (  0)       0.005849552       0.007137788   0.81952     0.390876
  437 LAAZ    ( -1)      -0.002600000       0.004670101  -0.55673     4.766640

SE of equation            =     0.005650451
Sum of squared residuals  = 0.750298625E-02  -0.367702535E-10
Average absolute error    =     0.004096307
Sum of ABS residuals      = 0.979017381    
R squared                 =   0.99942
Durbin-Watson statistic   =   1.94351
Overid test: p-value      = 9.90000         (df =   0)
SMPL and No. Obs.         = 1954.1   2013.3    239
UDU for 2SLS              = 0.582821301E-23
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST     7  ;                                                                  

Equation number =    7
**********************

Dependent variable = LL3Z    

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

First stage regressors 

   40 C        (  0)
  372 LL3Z     ( -1)
  437 LAAZ     ( -1)
  449 LWAZPH   ( -1)
  128 UR       ( -1)
  427 LJHGSZ   (  0)
  429 LTRGSZ   (  0)
  434 LEXZ     ( -1)
  446 LIMZ     ( -1)
  431 LODHM    ( -1)
  414 LPIMZ    ( -1)
  419 PCPD     ( -1)
  406 LYZ      ( -1)
   23 T        (  0)

Mean of dependent variable       -0.748476795

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.045140895       0.018477726   2.44299     1.000000
  372 LL3Z    ( -1)       0.965339193       0.015069667  64.05843    -0.748117
  449 LWAZPH  (  0)       0.029978911       0.010697525   2.80242     0.390876
  437 LAAZ    ( -1)      -0.015751514       0.005689089  -2.76872     4.766640
  128 UR      (  0)      -0.134458335       0.031860845  -4.22017     0.059999

SE of equation            =     0.005359591
Sum of squared residuals  = 0.672170128E-02  -0.264762545E-09
Average absolute error    =     0.004130416
Sum of ABS residuals      = 0.987169433    
R squared                 =   0.98596
Durbin-Watson statistic   =   2.12338
Overid test: p-value      = 0.06410         (df =   9)
SMPL and No. Obs.         = 1954.1   2013.3    239
UDU for 2SLS              = 0.453808037E-03
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST     8  ;                                                                  

Equation number =    8
**********************

Dependent variable = LLMZ    

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

First stage regressors 

   40 C        (  0)
  374 LLMZ     ( -1)
  449 LWAZPH   ( -1)
  128 UR       ( -1)
  427 LJHGSZ   (  0)
  414 LPIMZ    ( -1)
  419 PCPD     ( -1)
   71 RS       ( -1)
   71 RS       ( -2)
   64 RB       ( -1)
  425 LCOGSZ   (  0)
  429 LTRGSZ   (  0)
  431 LODHM    ( -1)
  410 LYNLZ    ( -1)
  437 LAAZ     ( -1)
  434 LEXZ     ( -1)
  446 LIMZ     ( -1)
  406 LYZ      ( -1)
  444 LVZ      ( -1)
   23 T        (  0)

Mean of dependent variable       -3.318024939

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.355366323       0.069051852  -5.14637     1.000000
  374 LLMZ    ( -1)       0.865697168       0.024080227  35.95054    -3.316130
  449 LWAZPH  (  0)       0.026016406       0.015004551   1.73390     0.390876
  128 UR      (  0)      -1.701079049       0.300922991  -5.65287     0.059999

SE of equation            =     0.046338810
Sum of squared residuals  = 0.504612042       0.126971766E-09
Average absolute error    =     0.037345959
Sum of ABS residuals      =  8.92568415    
R squared                 =   0.93955
Durbin-Watson statistic   =   2.04160
Overid test: p-value      = 0.37077         (df =  16)
SMPL and No. Obs.         = 1954.1   2013.3    239
UDU for 2SLS              = 0.363816119E-01
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST     9  ;                                                                  

Equation number =    9
**********************

Dependent variable = NONE9   

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

Mean of dependent variable        1.000000000

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       1.000000000       0.000000000**********     1.000000

SE of equation            =     0.000000000
Sum of squared residuals  = 0.294590244E-29   0.265343303E-13
Average absolute error    =     0.000000000
Sum of ABS residuals      = 0.265343303E-13
R squared                 =   0.00000
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1954.1   2013.3    239
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    10  ;                                                                  

Equation number =   10
**********************

Dependent variable = LPF     

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

First stage regressors 

  375 LPF      ( -1)
  400 LWFD5    ( -1)
  359 CNST2    (  0)
  360 TB       (  0)
   40 C        (  0)
   23 T        (  0)
  414 LPIMZ    ( -1)
  128 UR       ( -1)
  425 LCOGSZ   (  0)
  434 LEXZ     ( -1)
  446 LIMZ     ( -1)
  431 LODHM    ( -1)
  410 LYNLZ    ( -1)
  429 LTRGSZ   (  0)
  437 LAAZ     ( -1)
  406 LYZ      ( -1)

Mean of dependent variable       -0.894240051

                     Coef est             SE           T statistic      Mean
  375 LPF     ( -1)       0.905233048       0.011860818  76.32130    -0.902089
  400 LWFD5   (  0)       0.048085510       0.010950749   4.39107    -1.395709
  359 CNST2   (  0)       0.002319768       0.006054301   0.38316     0.583682
  360 TB      (  0)      -0.000125674       0.000019026  -6.60521   102.633891
   40 C       (  0)       0.006057586       0.017433354   0.34747     1.000000
   23 T       (  0)       0.000251806       0.000037982   6.62953   128.000000
  413 LPIM    (  0)       0.039196747       0.002841735  13.79325    -0.680191
  128 UR      (  0)      -0.176815327       0.019647423  -8.99942     0.059999

SE of equation            =     0.003597723
Sum of squared residuals  = 0.298997404E-02   0.203635546E-09
Average absolute error    =     0.002709130
Sum of ABS residuals      = 0.647482133    
R squared                 =   0.99997
Durbin-Watson statistic   =   1.81991
Overid test: p-value      = 0.28007         (df =   8)
SMPL and No. Obs.         = 1954.1   2013.3    239
UDU for 2SLS              = 0.122478148E-03
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    11  ;                                                                  

Equation number =   11
**********************

Dependent variable = LY      

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

First stage regressors 

   40 C        (  0)
  405 LY       ( -1)
  443 LV       ( -1)
  405 LY       ( -2)
  405 LY       ( -3)
  405 LY       ( -4)
  443 LV       ( -2)
  443 LV       ( -3)
  443 LV       ( -4)
  202 D593     (  0)
  203 D594     (  0)
  204 D601     (  0)
  204 D601     ( -1)
  204 D601     ( -2)
  204 D601     ( -3)
   23 T        (  0)
  425 LCOGSZ   (  0)
  429 LTRGSZ   (  0)
  434 LEXZ     ( -1)
  446 LIMZ     ( -1)
  431 LODHM    ( -1)
  414 LPIMZ    ( -1)
  410 LYNLZ    ( -1)
  128 UR       ( -1)
   71 RS       ( -1)
   64 RB       ( -1)
  419 PCPD     ( -1)

Iter   Rhos:  1            2            3
   1     0.371357508  0.255458917 -0.015814391
   2     0.394007875  0.281111200  0.040504706
   3     0.398365244  0.315810663  0.094252985
   4     0.394793169  0.355955518  0.144139925
   5     0.394701520  0.383506840  0.160615308
   6     0.399335370  0.391908414  0.158001786
   7     0.401548127  0.393637385  0.156644048
   8     0.402327937  0.394060159  0.156233909
   9     0.402589794  0.394188134  0.156104366
  10     0.402677490  0.394230260  0.156061884
  11     0.402706984  0.394244454  0.156047697
  12     0.402716938  0.394249262  0.156042920

Number of iterations for RHO =   12


Mean of dependent variable        7.322275849

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.321424684       0.089742924   3.58162     1.000000
  405 LY      ( -1)       0.359233845       0.041448302   8.66703     7.314140
  479 LX      (  0)       0.800859188       0.044116090  18.15345     7.317813
  443 LV      ( -1)      -0.212725906       0.023861401  -8.91506     6.986823
  202 D593    (  0)      -0.009894640       0.003460108  -2.85963     0.004184
  203 D594    (  0)      -0.004036445       0.003373887  -1.19638     0.004184
  204 D601    (  0)       0.008379405       0.003439196   2.43644     0.004184
    0 RHO     ( -1)       0.402716938       0.072102550   5.58534     0.000000
    0 RHO     ( -2)       0.394249262       0.066422475   5.93548     0.000000
    0 RHO     ( -3)       0.156042920       0.068614757   2.27419     0.000000

SE of equation            =     0.003783749
Sum of squared residuals  = 0.327853656E-02   0.220450655E-05
Average absolute error    =     0.002869783
Sum of ABS residuals      = 0.685878046    
R squared                 =   0.99996
Durbin-Watson statistic   =   2.04738
Overid test: p-value      = 0.01574         (df =  20)
SMPL and No. Obs.         = 1954.1   2013.3    239
UDU for 2SLS              = 0.492669021E-03
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    12  ;                                                                  

Equation number =   12
**********************

Dependent variable = LKK1    

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

First stage regressors 

  359 CNST2    (  0)
   40 C        (  0)
  464 LKK      ( -1)
  464 LKK      ( -2)
  405 LY       ( -1)
  405 LY       ( -2)
  405 LY       ( -3)
  405 LY       ( -4)
  405 LY       ( -5)
  427 LJHGSZ   (  0)
  429 LTRGSZ   (  0)
  431 LODHM    ( -1)
  410 LYNLZ    ( -1)
  128 UR       ( -1)
  434 LEXZ     ( -1)
  437 LAAZ     ( -1)
  422 RBA4     ( -2)
  480 CGZ3     ( -2)
  445 LEXKK    ( -1)
   23 T        (  0)

Mean of dependent variable        0.007384738

                     Coef est             SE           T statistic      Mean
  359 CNST2   (  0)      -0.000371128       0.000116524  -3.18499     0.583682
   40 C       (  0)       0.000614816       0.000218930   2.80828     1.000000
  445 LEXKK   ( -1)      -0.006958504       0.002510712  -2.77153     0.016710
  481 LKK1    ( -1)       0.905444441       0.015723745  57.58453     0.007409
  383 LY1     (  0)       0.012767183       0.008916017   1.43194     0.008136
  383 LY1     ( -1)       0.011167793       0.004756910   2.34770     0.008069
  383 LY1     ( -2)       0.003993484       0.004254712   0.93860     0.008016
  383 LY1     ( -3)       0.004034571       0.004004718   1.00745     0.008058
  383 LY1     ( -4)       0.006558717       0.003938529   1.66527     0.008150
  422 RBA4    ( -2)      -0.000005404       0.000018599  -0.29053     1.382244
  480 CGZ3    ( -2)       0.000800026       0.000201084   3.97857     0.112554

SE of equation            =     0.000437583
Sum of squared residuals  = 0.436571088E-04  -0.389183983E-09
Average absolute error    =     0.000311171
Sum of ABS residuals      = 0.743698481E-01
R squared                 =   0.97832
Durbin-Watson statistic   =   1.76066
Overid test: p-value      = 0.03072         (df =   9)
SMPL and No. Obs.         = 1954.1   2013.3    239
UDU for 2SLS              = 0.336265428E-05
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    13  ;                                                                  

Equation number =   13
**********************

Dependent variable = LJF1    

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

First stage regressors 

   40 C        (  0)
  404 LEXL     ( -1)
  376 LJF1     ( -1)
  383 LY1      ( -1)
  202 D593     (  0)
  425 LCOGSZ   (  0)
  427 LJHGSZ   (  0)
  434 LEXZ     ( -1)
  446 LIMZ     ( -1)
  431 LODHM    ( -1)
  419 PCPD     ( -1)
  128 UR       ( -1)
  406 LYZ      ( -1)
  444 LVZ      ( -1)
   71 RS       ( -1)
   71 RS       ( -2)
   64 RB       ( -1)
  429 LTRGSZ   (  0)
  410 LYNLZ    ( -1)
  437 LAAZ     ( -1)
  414 LPIMZ    ( -1)
   23 T        (  0)

Mean of dependent variable        0.003277203

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.000219835       0.000531357   0.41372     1.000000
  404 LEXL    ( -1)      -0.036215017       0.011702456  -3.09465     0.026629
  376 LJF1    ( -1)       0.605629676       0.039061533  15.50450     0.003207
  383 LY1     (  0)       0.264923965       0.042879681   6.17831     0.008136
  202 D593    (  0)      -0.018104615       0.003471973  -5.21450     0.004184

SE of equation            =     0.003355060
Sum of squared residuals  = 0.263400392E-02   0.721403839E-12
Average absolute error    =     0.002601584
Sum of ABS residuals      = 0.621778608    
R squared                 =   0.71832
Durbin-Watson statistic   =   2.17184
Overid test: p-value      = 0.01302         (df =  17)
SMPL and No. Obs.         = 1954.1   2013.3    239
UDU for 2SLS              = 0.358226918E-03
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    14  ;                                                                  

Equation number =   14
**********************

Dependent variable = LHF1    

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

First stage regressors 

   40 C        (  0)
  378 LHFL1A   (  0)
  404 LEXL     ( -1)
  383 LY1      ( -1)
   23 T        (  0)
  427 LJHGSZ   (  0)
  419 PCPD     ( -1)
  128 UR       ( -1)
   71 RS       ( -1)
   71 RS       ( -2)
  414 LPIMZ    ( -1)

Mean of dependent variable       -0.000528204

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.003900691       0.000686419  -5.68267     1.000000
  378 LHFL1A  (  0)      -0.173785019       0.029716987  -5.84800    -0.005787
  404 LEXL    ( -1)      -0.026727781       0.009784646  -2.73160     0.026629
  383 LY1     (  0)       0.186937819       0.042015140   4.44930     0.008136
   23 T       (  0)       0.000012169       0.000002776   4.38296   128.000000

SE of equation            =     0.002658909
Sum of squared residuals  = 0.165433240E-02  -0.210519536E-13
Average absolute error    =     0.001993801
Sum of ABS residuals      = 0.476518376    
R squared                 =   0.37056
Durbin-Watson statistic   =   2.01467
Overid test: p-value      = 0.00408         (df =   6)
SMPL and No. Obs.         = 1954.1   2013.3    239
UDU for 2SLS              = 0.131852086E-03
 SMPL 1956.1 2013.3 ;                                                         
Sample period is now  1956.1 to  2013.3 Internally:    17 to   247
EST    15  ;                                                                  

Equation number =   15
**********************

Dependent variable = LHO     

 1956.1 -   2013.3,    0 missing obs.,  231 obs. used.

Iter   Rhos:  1
   1     0.936637443
   2     0.968342303
   3     0.969141372
   4     0.969195975
   5     0.969199878

Number of iterations for RHO =    5


Mean of dependent variable        3.820595122

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       3.935156249       0.104309913  37.72562     1.000000
  141 HFF     (  0)       0.017682252       0.002219169   7.96796    -2.594205
  141 HFF     ( -1)       0.008160581       0.002216885   3.68110    -2.580574
    0 RHO     ( -1)       0.969199878       0.016888523  57.38808     0.000000

SE of equation            =     0.047152124
Sum of squared residuals  = 0.504694270       0.443063943E-04
Average absolute error    =     0.034979665
Sum of ABS residuals      =  8.08030255    
R squared                 =   0.95738
Durbin-Watson statistic   =   1.64761
SMPL and No. Obs.         = 1956.1   2013.3    231
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    16  ;                                                                  

Equation number =   16
**********************

Dependent variable = LWFQZ   

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

First stage regressors 

  455 LWFQZPF  ( -1)
  509 LPFZ     ( -1)
   40 C        (  0)
   23 T        (  0)
  425 LCOGSZ   (  0)
  427 LJHGSZ   (  0)
  429 LTRGSZ   (  0)
  434 LEXZ     ( -1)
  431 LODHM    ( -1)
  410 LYNLZ    ( -1)
  128 UR       ( -1)
  406 LYZ      ( -1)
  444 LVZ      ( -1)
  414 LPIMZ    ( -1)
   71 RS       ( -1)
   71 RS       ( -2)
   64 RB       ( -1)

Mean of dependent variable       -0.583471714

                     Coef est             SE           T statistic      Mean
  455 LWFQZPF ( -1)       0.935893000       0.017900535  52.28296    -0.546115
  509 LPFZ    (  0)       0.766471006       0.073109779  10.48384    -0.036389
   40 C       (  0)      -0.051175994       0.013336707  -3.83723     1.000000
   23 T       (  0)       0.000052350       0.000025977   2.01522   128.000000

SE of equation            =     0.007690435
Sum of squared residuals  = 0.138985551E-01  -0.157429625E-12
Average absolute error    =     0.005965038
Sum of ABS residuals      =  1.42564416    
R squared                 =   0.96838
Durbin-Watson statistic   =   1.91207
Overid test: p-value      = 0.02604         (df =  13)
SMPL and No. Obs.         = 1954.1   2013.3    239
UDU for 2SLS              = 0.143054086E-02
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    17  ;                                                                  

Equation number =   17
**********************

Dependent variable = LMFZ    

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

First stage regressors 

   40 C        (  0)
  382 LMFZ     ( -1)
  397 LXMFA    ( -1)
  416 RSB      ( -1)
   23 T        (  0)
  425 LCOGSZ   (  0)
  427 LJHGSZ   (  0)
  434 LEXZ     ( -1)
  446 LIMZ     ( -1)
  431 LODHM    ( -1)
  414 LPIMZ    ( -1)
  410 LYNLZ    ( -1)
  419 PCPD     ( -1)
  128 UR       ( -1)
  406 LYZ      ( -1)
  444 LVZ      ( -1)
   71 RS       ( -2)
   64 RB       ( -1)

Mean of dependent variable        6.039893717

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.232551851       0.085544355   2.71849     1.000000
  402 LMFL1Q  (  0)       0.935321574       0.020063985  46.61694     6.027807
  397 LXMFA   (  0)       0.025529661       0.007660991   3.33242     7.310140
  416 RSB     (  0)      -0.005730946       0.001816224  -3.15542     3.004996

SE of equation            =     0.039678883
Sum of squared residuals  = 0.369987236      -0.126136435E-08
Average absolute error    =     0.027539869
Sum of ABS residuals      =  6.58202868    
R squared                 =   0.97750
Durbin-Watson statistic   =   1.68130
Overid test: p-value      = 0.01915         (df =  14)
SMPL and No. Obs.         = 1954.1   2013.3    239
UDU for 2SLS              = 0.418258411E-01
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    18  ;                                                                  

Equation number =   18
**********************

Dependent variable = LDF1    

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

First stage regressors 

  469 LPIEFAZ  ( -1)
   40 C        (  0)
  427 LJHGSZ   (  0)
  419 PCPD     ( -1)
  128 UR       ( -1)
   71 RS       ( -1)
   71 RS       ( -2)
  414 LPIMZ    ( -1)
   23 T        (  0)

Mean of dependent variable        0.018288009

                     Coef est             SE           T statistic      Mean
  469 LPIEFAZ (  0)       0.024618959       0.005639292   4.36561     0.727433

SE of equation            =     0.070769550
Sum of squared residuals  =  1.19198236       0.906668385E-01
Average absolute error    =     0.047396189
Sum of ABS residuals      =  11.3276892    
R squared                 =   0.02717
Durbin-Watson statistic   =   2.55639
Overid test: p-value      = 0.81003         (df =   8)
SMPL and No. Obs.         = 1954.1   2013.3    239
UDU for 2SLS              = 0.224135556E-01
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    19  ;                                                                  

Equation number =   19
**********************

Dependent variable = NONE19  

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

Mean of dependent variable        1.000000000

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       1.000000000       0.000000000**********     1.000000

SE of equation            =     0.000000000
Sum of squared residuals  = 0.294590244E-29   0.265343303E-13
Average absolute error    =     0.000000000
Sum of ABS residuals      = 0.265343303E-13
R squared                 =   0.00000
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1954.1   2013.3    239
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    20  ;                                                                  

Equation number =   20
**********************

Dependent variable = NONE20  

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

Mean of dependent variable        1.000000000

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       1.000000000       0.000000000**********     1.000000

SE of equation            =     0.000000000
Sum of squared residuals  = 0.294590244E-29   0.265343303E-13
Average absolute error    =     0.000000000
Sum of ABS residuals      = 0.265343303E-13
R squared                 =   0.00000
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1954.1   2013.3    239
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    21  ;                                                                  

Equation number =   21
**********************

Dependent variable = NONE21  

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

Mean of dependent variable        1.000000000

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       1.000000000       0.000000000**********     1.000000

SE of equation            =     0.000000000
Sum of squared residuals  = 0.294590244E-29   0.265343303E-13
Average absolute error    =     0.000000000
Sum of ABS residuals      = 0.265343303E-13
R squared                 =   0.00000
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1954.1   2013.3    239
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    22  ;                                                                  

Equation number =   22
**********************

Dependent variable = NONE22  

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

Mean of dependent variable        1.000000000

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       1.000000000       0.000000000**********     1.000000

SE of equation            =     0.000000000
Sum of squared residuals  = 0.294590244E-29   0.265343303E-13
Average absolute error    =     0.000000000
Sum of ABS residuals      = 0.265343303E-13
R squared                 =   0.00000
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1954.1   2013.3    239
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    23  ;                                                                  

Equation number =   23
**********************

Dependent variable = RBMRSL2 

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

First stage regressors 

   40 C        (  0)
   64 RB       ( -1)
   64 RB       ( -2)
   71 RS       ( -1)
   71 RS       ( -2)
   71 RS       ( -3)
  425 LCOGSZ   (  0)
  427 LJHGSZ   (  0)
  429 LTRGSZ   (  0)
  434 LEXZ     ( -1)
  446 LIMZ     ( -1)
  431 LODHM    ( -1)
  414 LPIMZ    ( -1)
  410 LYNLZ    ( -1)
  419 PCPD     ( -1)
  128 UR       ( -1)
  406 LYZ      ( -1)
  444 LVZ      ( -1)
  437 LAAZ     ( -1)
   23 T        (  0)

Iter   Rhos:  1
   1     0.191932692
   2     0.201195146
   3     0.201968179
   4     0.202034858
   5     0.202040626

Number of iterations for RHO =    5


Mean of dependent variable        2.309719665

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.205576288       0.043469869   4.72917     1.000000
  460 RBLMRSL2(  0)       0.914657952       0.016080010  56.88168     2.303974
  457 RSMRSL2 (  0)       0.327196920       0.053784330   6.08350    -0.014301
  458 RSLMRSL2(  0)      -0.273844752       0.063179419  -4.33440    -0.008250
    0 RHO     ( -1)       0.202040626       0.067705766   2.98410     0.000000

SE of equation            =     0.275478426
Sum of squared residuals  =  17.7578770       0.534988489E-05
Average absolute error    =     0.200933874
Sum of ABS residuals      =  48.0231960    
R squared                 =   0.96305
Durbin-Watson statistic   =   2.00945
Overid test: p-value      = 0.13945         (df =  16)
SMPL and No. Obs.         = 1954.1   2013.3    239
UDU for 2SLS              =  1.64332316    
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    24  ;                                                                  

Equation number =   24
**********************

Dependent variable = RMMRSL2 

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

First stage regressors 

   40 C        (  0)
   65 RM       ( -1)
   71 RS       ( -1)
   71 RS       ( -2)
  425 LCOGSZ   (  0)
  427 LJHGSZ   (  0)
  429 LTRGSZ   (  0)
  434 LEXZ     ( -1)
  446 LIMZ     ( -1)
  431 LODHM    ( -1)
  414 LPIMZ    ( -1)
  410 LYNLZ    ( -1)
  419 PCPD     ( -1)
  128 UR       ( -1)
  406 LYZ      ( -1)
  444 LVZ      ( -1)
  437 LAAZ     ( -1)
   23 T        (  0)

Mean of dependent variable        3.118429568

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.388182518       0.067870429   5.71946     1.000000
  461 RMLMRSL2(  0)       0.876206482       0.020467100  42.81049     3.120061
  457 RSMRSL2 (  0)       0.326169848       0.076738422   4.25041    -0.014301
  458 RSLMRSL2(  0)      -0.132574377       0.100083486  -1.32464    -0.008250

SE of equation            =     0.351410568
Sum of squared residuals  =  29.0200060       0.149478208E-09
Average absolute error    =     0.251172727
Sum of ABS residuals      =  60.0302816    
R squared                 =   0.90508
Durbin-Watson statistic   =   1.83528
Overid test: p-value      = 0.11923         (df =  14)
SMPL and No. Obs.         = 1954.1   2013.3    239
UDU for 2SLS              =  2.47202927    
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    25  ;                                                                  

Equation number =   25
**********************

Dependent variable = CGZ     

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

First stage regressors 

   40 C        (  0)
  386 RB1      ( -1)
  472 TPIEM1Z  ( -1)
   23 T        (  0)
  425 LCOGSZ   (  0)
  427 LJHGSZ   (  0)
  429 LTRGSZ   (  0)
  434 LEXZ     ( -1)
  446 LIMZ     ( -1)
  431 LODHM    ( -1)
  414 LPIMZ    ( -1)
  410 LYNLZ    ( -1)
  419 PCPD     ( -1)
  128 UR       ( -1)
  406 LYZ      ( -1)
  444 LVZ      ( -1)
   71 RS       ( -1)
   71 RS       ( -2)
   64 RB       ( -1)
  437 LAAZ     ( -1)

Mean of dependent variable        0.117252386

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.106548240       0.022280614   4.78211     1.000000
  386 RB1     (  0)      -0.144461957       0.108366261  -1.33309     0.005746
  472 TPIEM1Z (  0)      11.958362670      10.440524352   1.14538     0.000965

SE of equation            =     0.307213202
Sum of squared residuals  =  22.2736685       0.110894072E-10
Average absolute error    =     0.213595306
Sum of ABS residuals      =  51.0492781    
R squared                 =   0.02269
Durbin-Watson statistic   =   1.83719
Overid test: p-value      = 0.26029         (df =  17)
SMPL and No. Obs.         = 1954.1   2013.3    239
UDU for 2SLS              =  1.88975239    
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    26  ;                                                                  

Equation number =   26
**********************

Dependent variable = LCURZ   

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

First stage regressors 

   40 C        (  0)
  388 LCURZ    ( -1)
  385 LXMFAZ   ( -1)
  168 RSA      ( -1)
  403 LCURL1Q  ( -1)
   23 T        (  0)
  425 LCOGSZ   (  0)
  427 LJHGSZ   (  0)
  429 LTRGSZ   (  0)
  434 LEXZ     ( -1)
  446 LIMZ     ( -1)
  431 LODHM    ( -1)
  414 LPIMZ    ( -1)
  410 LYNLZ    ( -1)
  128 UR       ( -1)
  406 LYZ      ( -1)
  444 LVZ      ( -1)
   71 RS       ( -2)
   64 RB       ( -1)
  437 LAAZ     ( -1)
  419 PCPD     ( -1)

Iter   Rhos:  1
   1    -0.104098179
   2    -0.105124829
   3    -0.105131829

Number of iterations for RHO =    3


Mean of dependent variable        0.762535230

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.056718273       0.007808710  -7.26346     1.000000
  403 LCURL1Q (  0)       0.957976131       0.006943577 137.96581     0.750360
  385 LXMFAZ  (  0)       0.048662345       0.006461622   7.53098     2.167808
  168 RSA     (  0)      -0.001324997       0.000495905  -2.67188     3.824044
    0 RHO     ( -1)      -0.105131829       0.065263012  -1.61089     0.000000

SE of equation            =     0.010072293
Sum of squared residuals  = 0.237395530E-01  -0.416629530E-07
Average absolute error    =     0.007971522
Sum of ABS residuals      =  1.90519382    
R squared                 =   0.99928
Durbin-Watson statistic   =   1.98120
Overid test: p-value      = 0.16691         (df =  17)
SMPL and No. Obs.         = 1954.1   2013.3    239
UDU for 2SLS              = 0.223303749E-02
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    27  ;                                                                  

Equation number =   27
**********************

Dependent variable = LIMZ    

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

First stage regressors 

  359 CNST2    (  0)
   40 C        (  0)
  446 LIMZ     ( -1)
  447 LXXXZ    ( -1)
  453 LPFZPIM  ( -1)
  205 D691     (  0)
  206 D692     (  0)
  207 D714     (  0)
  208 D721     (  0)
  425 LCOGSZ   (  0)
  427 LJHGSZ   (  0)
  429 LTRGSZ   (  0)
  434 LEXZ     ( -1)
  431 LODHM    ( -1)
  410 LYNLZ    ( -1)
  419 PCPD     ( -1)
  128 UR       ( -1)
  406 LYZ      ( -1)
  444 LVZ      ( -1)
   71 RS       ( -1)
   64 RB       ( -1)
  437 LAAZ     ( -1)
   23 T        (  0)

Mean of dependent variable       -0.290556463

                     Coef est             SE           T statistic      Mean
  359 CNST2   (  0)       0.038242807       0.013478942   2.83723     0.583682
   40 C       (  0)      -0.960968612       0.165865019  -5.79368     1.000000
  446 LIMZ    ( -1)       0.790889765       0.032792089  24.11831    -0.301261
  447 LXXXZ   (  0)       0.432912798       0.075789894   5.71201     2.091451
  453 LPFZPIM (  0)       0.089628456       0.016926204   5.29525    -0.214049
  205 D691    (  0)      -0.118100256       0.027868350  -4.23779     0.004184
  206 D692    (  0)       0.136549809       0.028247147   4.83411     0.004184
  207 D714    (  0)      -0.086596239       0.027743497  -3.12132     0.004184
  208 D721    (  0)       0.097727986       0.028016423   3.48824     0.004184

SE of equation            =     0.027555880
Sum of squared residuals  = 0.174645104       0.131469391E-09
Average absolute error    =     0.020059382
Sum of ABS residuals      =  4.79419220    
R squared                 =   0.99887
Durbin-Watson statistic   =   1.62040
Overid test: p-value      = 0.00241         (df =  14)
SMPL and No. Obs.         = 1954.1   2013.3    239
UDU for 2SLS              = 0.245046283E-01
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    28  ;                                                                  

Equation number =   28
**********************

Dependent variable = LUB     

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

First stage regressors 

   40 C        (  0)
  390 LUB      ( -1)
  399 LU       ( -1)
  380 LWF      ( -1)
  390 LUB      ( -2)
  425 LCOGSZ   (  0)
  427 LJHGSZ   (  0)
  429 LTRGSZ   (  0)
  446 LIMZ     ( -1)
  431 LODHM    ( -1)
  414 LPIMZ    ( -1)
  410 LYNLZ    ( -1)
  419 PCPD     ( -1)
   71 RS       ( -1)
   71 RS       ( -2)
   23 T        (  0)

Iter   Rhos:  1
   1     0.608686648
   2     0.684313245
   3     0.732152091
   4     0.768983930
   5     0.798582303
   6     0.821961052
   7     0.839766163
   8     0.852846293
   9     0.862162142
  10     0.868621819
  11     0.872999578
  12     0.875911664
  13     0.877821447
  14     0.879061120
  15     0.879860116
  16     0.880372630
  17     0.880700346
  18     0.880909468
  19     0.881042736
  20     0.881127592
  21     0.881181594
  22     0.881215947
  23     0.881237797
  24     0.881251692
  25     0.881260528

Number of iterations for RHO =   25


Mean of dependent variable        1.128713774

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.820033197       0.446911722   1.83489     1.000000
  390 LUB     ( -1)       0.261527850       0.101212436   2.58395     1.112840
  399 LU      (  0)       1.147380516       0.252921735   4.53650     1.822440
  380 LWF     (  0)       0.443836800       0.065343219   6.79239    -4.701968
    0 RHO     ( -1)       0.881260528       0.039490732  22.31563     0.000000

SE of equation            =     0.065932870
Sum of squared residuals  =  1.01723153      -0.323876628E-04
Average absolute error    =     0.047583869
Sum of ABS residuals      =  11.3725446    
R squared                 =   0.99704
Durbin-Watson statistic   =   2.27846
Overid test: p-value      = 0.13067         (df =  12)
SMPL and No. Obs.         = 1954.1   2013.3    239
UDU for 2SLS              = 0.746176026E-01
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    29  ;                                                                  

Equation number =   29
**********************

Dependent variable = INTGZ   

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

Iter   Rhos:  1
   1     0.157449008
   2     0.193311002
   3     0.205894210
   4     0.210825559
   5     0.212836567
   6     0.213669650
   7     0.214016990
   8     0.214162195
   9     0.214222965
  10     0.214248409
  11     0.214259065
  12     0.214263528

Number of iterations for RHO =   12


Mean of dependent variable        0.017695626

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.001474905       0.000278417   5.29746     1.000000
  476 INTGZ   ( -1)       0.793276755       0.034072563  23.28198     0.017697
  478 RQG     (  0)       0.172879142       0.028290764   6.11080     0.012618
    0 RHO     ( -1)       0.214263528       0.073192579   2.92739     0.000000

SE of equation            =     0.000508954
Sum of squared residuals  = 0.608729466E-04  -0.267968628E-08
Average absolute error    =     0.000355659
Sum of ABS residuals      = 0.850026004E-01
R squared                 =   0.98849
Durbin-Watson statistic   =   2.08918
SMPL and No. Obs.         = 1954.1   2013.3    239
 SMPL 1954.1 2008.3 ;                                                         
Sample period is now  1954.1 to  2008.3 Internally:     9 to   227
EST    30  ;                                                                  

Equation number =   30
**********************

Dependent variable = RS      

 1954.1 -   2008.3,    0 missing obs.,  219 obs. used.

First stage regressors 

   40 C        (  0)
   71 RS       ( -1)
  419 PCPD     ( -1)
  128 UR       ( -1)
  466 UR1      ( -1)
  165 PCM1     ( -1)
  401 PCM1L1A  (  0)
  387 RS1      ( -1)
  387 RS1      ( -2)
   23 T        (  0)
  425 LCOGSZ   (  0)
  427 LJHGSZ   (  0)
  429 LTRGSZ   (  0)
  434 LEXZ     ( -1)
  446 LIMZ     ( -1)
  431 LODHM    ( -1)
  414 LPIMZ    ( -1)
  410 LYNLZ    ( -1)
  406 LYZ      ( -1)
  444 LVZ      ( -1)
  437 LAAZ     ( -1)

Mean of dependent variable        5.134135464

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.699034668       0.149497015   4.67591     1.000000
   71 RS      ( -1)       0.918646249       0.017803851  51.59818     5.134104
  419 PCPD    (  0)       0.066738897       0.016911354   3.94640     3.381802
  128 UR      (  0)     -10.846126078       3.022996972  -3.58787     0.057564
  466 UR1     (  0)     -69.675303212      13.364488291  -5.21347     0.000106
  165 PCM1    ( -1)       0.013063605       0.005142730   2.54021     4.756015
  401 PCM1L1A (  0)       0.217236472       0.022721863   9.56068     0.289354
  387 RS1     ( -1)       0.265907305       0.054641943   4.86636    -0.001804
  387 RS1     ( -2)      -0.315064084       0.050083224  -6.29081    -0.000728

SE of equation            =     0.476222609
Sum of squared residuals  =  47.6254745       0.139570799E-09
Average absolute error    =     0.341620997
Sum of ABS residuals      =  74.8149983    
R squared                 =   0.97189
Durbin-Watson statistic   =   1.79698
Overid test: p-value      = 0.14120         (df =  12)
SMPL and No. Obs.         = 1954.1   2008.3    219
UDU for 2SLS              =  3.74666156    
 SMPL 1962.1 2012.4 ;                                                         
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST    31  ;                                                                  

Equation number =   31
**********************

Dependent variable = LPXA    

 1962.1 -   2012.4,    0 missing obs.,  204 obs. used.

Iter   Rhos:  1            2
   1     1.149881420 -0.187899778
   2     1.287648873 -0.291114284
   3     1.381771460 -0.384711833
   4     1.399966968 -0.402836313
   5     1.403217293 -0.406074825
   6     1.403787360 -0.406642847
   7     1.403887006 -0.406742137
   8     1.403904413 -0.406759482
   9     1.403907454 -0.406762511

Number of iterations for RHO =    9


Mean of dependent variable        0.087658574

                     Coef est             SE           T statistic      Mean
  493 LPXB    (  0)       0.854263192       0.030200939  28.28598    -0.145726
    0 RHO     ( -1)       1.403907454       0.064970853  21.60827     0.000000
    0 RHO     ( -2)      -0.406762511       0.064894315  -6.26808     0.000000

SE of equation            =     0.011349098
Sum of squared residuals  = 0.258892082E-01   0.727236796E-01
Average absolute error    =     0.008141161
Sum of ABS residuals      =  1.66079689    
R squared                 =   0.98351
Durbin-Watson statistic   =   2.01964
SMPL and No. Obs.         = 1962.1   2012.4    204
@ CA                                                                          
 SMPL  1961.2  2013.2  ;                                                      
Sample period is now  1961.2 to  2013.2 Internally:    38 to   246
EST    32  ;                                                                  

Equation number =   32
**********************

Dependent variable = CALIMZ  

 1961.2 -   2013.2,    0 missing obs.,  209 obs. used.

Iter   Rhos:  1
   1     0.283062451
   2     0.310875019
   3     0.317356156
   4     0.319053007
   5     0.319509996
   6     0.319633993
   7     0.319667706
   8     0.319676877

Number of iterations for RHO =    8


Mean of dependent variable        7.392703279

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.160020131       0.293669401  -0.54490     1.000000
  570 CALIMZ  ( -1)       0.942635190       0.025113845  37.53448     7.382611
  591 CALPYZZ (  0)       0.086830552       0.035035296   2.47837    -0.231363
  571 CALCIGZ (  0)       0.068868108       0.050995654   1.35047     8.911809
    0 RHO     ( -1)       0.319676877       0.072610045   4.40265     0.000000

SE of equation            =     0.027874116
Sum of squared residuals  = 0.158501135       0.210584212E-06
Average absolute error    =     0.020857183
Sum of ABS residuals      =  4.35915119    
R squared                 =   0.99807
Durbin-Watson statistic   =   2.05310
SMPL and No. Obs.         = 1961.2   2013.2    209
 SMPL  1961.2  2013.2  ;                                                      
Sample period is now  1961.2 to  2013.2 Internally:    38 to   246
EST    33  ;                                                                  

Equation number =   33
**********************

Dependent variable = CALCZ   

 1961.2 -   2013.2,    0 missing obs.,  209 obs. used.

Mean of dependent variable        8.349488942

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.006129790       0.020322487  -0.30163     1.000000
  578 CALCZ   ( -1)       0.901003623       0.018408761  48.94428     8.344487
  549 CARB    ( -1)      -0.001168210       0.000202166  -5.77846     7.490448
  574 CALYZ   (  0)       0.094460609       0.018600436   5.07841     8.955649

SE of equation            =     0.007253191
Sum of squared residuals  = 0.107847989E-01   0.985849002E-08
Average absolute error    =     0.005531372
Sum of ABS residuals      =  1.15605685    
R squared                 =   0.99935
Durbin-Watson statistic   =   2.09387
SMPL and No. Obs.         = 1961.2   2013.2    209
 SMPL  1961.2  2013.2  ;                                                      
Sample period is now  1961.2 to  2013.2 Internally:    38 to   246
EST    34  ;                                                                  

Equation number =   34
**********************

Dependent variable = CALI    

 1961.2 -   2013.2,    0 missing obs.,  209 obs. used.

First stage regressors 

   40 C        (  0)
18958 CALGZ    (  0)
18959 CALEXZ   ( -1)
  572 CALPY    ( -1)
  574 CALYZ    ( -1)
  549 CARB     ( -1)
  603 CALI     ( -1)
  604 CALY     ( -1)

Mean of dependent variable       10.506126318

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.356603231       0.142073158  -2.51000     1.000000
  603 CALI    ( -1)       0.912883533       0.025879066  35.27498    10.495842
  604 CALY    (  0)       0.105638725       0.033542896   3.14936    12.222495
  549 CARB    ( -1)      -0.001324377       0.000516687  -2.56321     7.490448

SE of equation            =     0.021182262
Sum of squared residuals  = 0.919810901E-01  -0.314843120E-07
Average absolute error    =     0.015142933
Sum of ABS residuals      =  3.16487305    
R squared                 =   0.99875
Durbin-Watson statistic   =   1.39620
Overid test: p-value      = 0.01048         (df =   4)
SMPL and No. Obs.         = 1961.2   2013.2    209
UDU for 2SLS              = 0.579520731E-02
 SMPL  1961.2  2013.2  ;                                                      
Sample period is now  1961.2 to  2013.2 Internally:    38 to   246
EST    35  ;                                                                  

Equation number =   35
**********************

Dependent variable = CALPY   

 1961.2 -   2013.2,    0 missing obs.,  209 obs. used.

Iter   Rhos:  1
   1     0.571279555
   2     0.583888352
   3     0.585202242
   4     0.585347750
   5     0.585363969
   6     0.585365778

Number of iterations for RHO =    6


Mean of dependent variable       -0.703066651

                     Coef est             SE           T statistic      Mean
  572 CALPY   ( -1)       0.997101638       0.019623096  50.81266    -0.713343
   40 C       (  0)       0.028426464       0.023428335   1.21334     1.000000
   23 T       (  0)      -0.000096591       0.000108345  -0.89152   142.000000
  573 CALPM   (  0)       0.008826792       0.014919723   0.59162    -0.471703
  562 CAZZ    ( -1)       0.089538652       0.040701904   2.19986    -0.025459
    0 RHO     ( -1)       0.585365778       0.058397357  10.02384     0.000000

SE of equation            =     0.006833011
Sum of squared residuals  = 0.947807803E-02   0.377781973E-07
Average absolute error    =     0.004961274
Sum of ABS residuals      =  1.03690637    
R squared                 =   0.99991
Durbin-Watson statistic   =   2.08843
SMPL and No. Obs.         = 1961.2   2013.2    209
 SMPL  1968.1  2008.4  ;                                                      
Sample period is now  1968.1 to  2008.4 Internally:    65 to   228
EST    36  ;                                                                  

Equation number =   36
**********************

Dependent variable = CALM1Z  

 1968.1 -   2008.4,    0 missing obs.,  164 obs. used.

First stage regressors 

   40 C        (  0)
18958 CALGZ    (  0)
18959 CALEXZ   ( -1)
  572 CALPY    ( -1)
  574 CALYZ    ( -1)
  549 CARB     ( -1)
  580 CALM1ZL  (  0)
  550 CARS     ( -1)
  579 CALM1Z   ( -1)

Mean of dependent variable        8.653495870

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.287356477       0.112812234  -2.54721     1.000000
  580 CALM1ZL (  0)       0.930653262       0.017243590  53.97097     8.637033
  550 CARS    (  0)      -0.002948291       0.001128561  -2.61243     7.048658
  574 CALYZ   (  0)       0.102651585       0.025186599   4.07564     8.996950

SE of equation            =     0.027202498
Sum of squared residuals  = 0.118396144       0.402742550E-08
Average absolute error    =     0.019994691
Sum of ABS residuals      =  3.27912931    
R squared                 =   0.99544
Durbin-Watson statistic   =   2.29459
Overid test: p-value      = 0.15795         (df =   5)
SMPL and No. Obs.         = 1968.1   2008.4    164
UDU for 2SLS              = 0.575312211E-02
 SMPL  1972.2  2013.2  ;                                                      
Sample period is now  1972.2 to  2013.2 Internally:    82 to   246
EST    37  ;                                                                  

Equation number =   37
**********************

Dependent variable = CARS    

 1972.2 -   2013.2,    0 missing obs.,  165 obs. used.

First stage regressors 

   40 C        (  0)
18958 CALGZ    (  0)
18959 CALEXZ   ( -1)
  572 CALPY    ( -1)
  574 CALYZ    ( -1)
  549 CARB     ( -1)
  550 CARS     ( -1)
  562 CAZZ     ( -1)
   18 USRS     ( -1)
  572 CALPY    ( -2)

Mean of dependent variable        6.507838018

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.196171567       0.132879497   1.47631     1.000000
  550 CARS    ( -1)       0.816250118       0.035922382  22.72261     6.522727
  562 CAZZ    (  0)       6.637424006       2.175328685   3.05123    -0.028872
   18 USRS    (  0)       0.225080946       0.045134430   4.98690     5.238679

SE of equation            =     0.779821067
Sum of squared residuals  =  97.9074644      -0.581622861E-09
Average absolute error    =     0.535323018
Sum of ABS residuals      =  88.3282980    
R squared                 =   0.96460
Durbin-Watson statistic   =   1.63170
Overid test: p-value      = 0.00007         (df =   6)
SMPL and No. Obs.         = 1972.2   2013.2    165
UDU for 2SLS              =  16.9750364    
 SMPL  1961.2  2013.2  ;                                                      
Sample period is now  1961.2 to  2013.2 Internally:    38 to   246
EST    38  ;                                                                  

Equation number =   38
**********************

Dependent variable = CARBZ   

 1961.2 -   2013.2,    0 missing obs.,  209 obs. used.

First stage regressors 

   40 C        (  0)
18958 CALGZ    (  0)
18959 CALEXZ   ( -1)
  572 CALPY    ( -1)
  574 CALYZ    ( -1)
  549 CARB     ( -1)
  549 CARB     ( -2)
  550 CARS     ( -1)
  550 CARS     ( -2)

Mean of dependent variable        1.344132316

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.097274865       0.042746823   2.27560     1.000000
  593 CARBZZ  (  0)       0.921917174       0.024429761  37.73746     1.356780
  594 CARSZ   (  0)       0.343408452       0.135129446   2.54133    -0.021866
  595 CARSZZ  (  0)      -0.300531191       0.163227919  -1.84118    -0.011738

SE of equation            =     0.375543136
Sum of squared residuals  =  28.9116926       0.190790495E-09
Average absolute error    =     0.266939943
Sum of ABS residuals      =  55.7904481    
R squared                 =   0.94205
Durbin-Watson statistic   =   1.96272
Overid test: p-value      = 0.06909         (df =   5)
SMPL and No. Obs.         = 1961.2   2013.2    209
UDU for 2SLS              =  1.41456562    
 SMPL  1972.2  2013.2  ;                                                      
Sample period is now  1972.2 to  2013.2 Internally:    82 to   246
EST    39  ;                                                                  

Equation number =   39
**********************

Dependent variable = CALE1Z  

 1972.2 -   2013.2,    0 missing obs.,  165 obs. used.

First stage regressors 

   40 C        (  0)
18958 CALGZ    (  0)
18959 CALEXZ   ( -1)
  572 CALPY    ( -1)
  574 CALYZ    ( -1)
  549 CARB     ( -1)
  598 CALE1    ( -1)
  597 CALEA    ( -1)
  589 CALRSZ   ( -1)

Iter   Rhos:  1
   1     0.383345366
   2     0.383837087
   3     0.383838832

Number of iterations for RHO =    3


Mean of dependent variable        0.007430874

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.009144316       0.004109859   2.22497     1.000000
  589 CALRSZ  (  0)      -0.582520912       0.930290267  -0.62617     0.002938
    0 RHO     ( -1)       0.383838832       0.072617077   5.28579     0.000000

SE of equation            =     0.024232580
Sum of squared residuals  = 0.951293071E-01   0.132124759E-08
Average absolute error    =     0.017068457
Sum of ABS residuals      =  2.81629548    
R squared                 =   0.13882
Durbin-Watson statistic   =   1.90545
Overid test: p-value      = 0.08404         (df =   7)
SMPL and No. Obs.         = 1972.2   2013.2    165
UDU for 2SLS              = 0.723186699E-02
 SMPL  1972.2  1997.3  ;                                                      
Sample period is now  1972.2 to  1997.3 Internally:    82 to   183
EST    40  ;                                                                  

Equation number =   40
**********************

Dependent variable = CALF    

 1972.2 -   1997.3,    0 missing obs.,  102 obs. used.

Iter   Rhos:  1
   1     0.783158735
   2     0.791706878
   3     0.792591549
   4     0.792689858
   5     0.792700867
   6     0.792702101

Number of iterations for RHO =    6


Mean of dependent variable        0.182767977

                     Coef est             SE           T statistic      Mean
  583 CALEE   (  0)       0.982426601       0.019955043  49.23200     0.180415
  589 CALRSZ  (  0)       1.761486642       0.478887159   3.67829     0.004165
    0 RHO     ( -1)       0.792702101       0.068130375  11.63508     0.000000

SE of equation            =     0.009555982
Sum of squared residuals  = 0.904036315E-02  -0.724840326E-01
Average absolute error    =     0.004903842
Sum of ABS residuals      = 0.500191872    
R squared                 =   0.99311
Durbin-Watson statistic   =   2.28401
SMPL and No. Obs.         = 1972.2   1997.3    102
 SMPL  1961.2  2012.4  ;                                                      
Sample period is now  1961.2 to  2012.4 Internally:    38 to   244
EST    41  ;                                                                  

Equation number =   41
**********************

Dependent variable = CALPXA  

 1961.2 -   2012.4,    0 missing obs.,  207 obs. used.

Iter   Rhos:  1            2
   1     1.273482719 -0.300364048
   2     1.279026931 -0.298051096
   3     1.279329904 -0.298233076
   4     1.279333900 -0.298235500

Number of iterations for RHO =    4


Mean of dependent variable       -0.031691217

                     Coef est             SE           T statistic      Mean
  600 CALPXB  (  0)       0.651603810       0.044404048  14.67442    -0.141704
    0 RHO     ( -1)       1.279333900       0.067104346  19.06484     0.000000
    0 RHO     ( -2)      -0.298235500       0.066545275  -4.48169     0.000000

SE of equation            =     0.016704084
Sum of squared residuals  = 0.569213935E-01   0.750454115E-01
Average absolute error    =     0.011461442
Sum of ABS residuals      =  2.37251850    
R squared                 =   0.98093
Durbin-Watson statistic   =   1.96282
SMPL and No. Obs.         = 1961.2   2012.4    207
 SMPL  1961.2  2013.2  ;                                                      
Sample period is now  1961.2 to  2013.2 Internally:    38 to   246
EST    42  ;                                                                  

Equation number =   42
**********************

Dependent variable = CALJ1   

 1961.2 -   2013.2,    0 missing obs.,  209 obs. used.

First stage regressors 

   40 C        (  0)
18958 CALGZ    (  0)
18959 CALEXZ   ( -1)
  572 CALPY    ( -1)
  574 CALYZ    ( -1)
  549 CARB     ( -1)
  584 CALJ1    ( -1)
  586 CALEXL   ( -1)
  585 CALY1    ( -1)
   23 T        (  0)

Mean of dependent variable        0.005194925

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.004328050       0.001363170   3.17499     1.000000
   23 T       (  0)      -0.000010260       0.000005731  -1.79019   142.000000
  586 CALEXL  ( -1)      -0.148421489       0.028071207  -5.28732     0.009438
  585 CALY1   (  0)       0.311003073       0.086765537   3.58441     0.008051
  585 CALY1   ( -1)       0.152839226       0.046791171   3.26641     0.007988

SE of equation            =     0.003974551
Sum of squared residuals  = 0.322259904E-02   0.176194476E-11
Average absolute error    =     0.003024484
Sum of ABS residuals      = 0.632117069    
R squared                 =   0.54412
Durbin-Watson statistic   =   1.63610
Overid test: p-value      = 0.00215         (df =   5)
SMPL and No. Obs.         = 1961.2   2013.2    209
UDU for 2SLS              = 0.288856485E-03
@ JA                                                                          
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST    43  ;                                                                  

Equation number =   43
**********************

Dependent variable = JALIMZ  

 1966.1 -   2013.2,    0 missing obs.,  190 obs. used.

Iter   Rhos:  1
   1     0.124577241
   2     0.133319350
   3     0.134217423
   4     0.134312515
   5     0.134322615
   6     0.134323688

Number of iterations for RHO =    6


Mean of dependent variable        4.165387442

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.015843085       0.158060737  -0.10023     1.000000
  666 JALIMZ  ( -1)       0.962902731       0.019230188  50.07245     4.153419
  665 JALCIGZ (  0)       0.028325705       0.035389954   0.80039     6.572180
  685 JALPYZZ (  0)       0.032748494       0.011419717   2.86772    -0.129083
    0 RHO     ( -1)       0.134323688       0.075833612   1.77129     0.000000

SE of equation            =     0.031947705
Sum of squared residuals  = 0.188821328       0.645452037E-07
Average absolute error    =     0.022894465
Sum of ABS residuals      =  4.34994836    
R squared                 =   0.99704
Durbin-Watson statistic   =   2.02994
SMPL and No. Obs.         = 1966.1   2013.2    190
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST    44  ;                                                                  

Equation number =   44
**********************

Dependent variable = JALCZ   

 1966.1 -   2013.2,    0 missing obs.,  190 obs. used.

First stage regressors 

   40 C        (  0)
18960 JALGZ    (  0)
18961 JALEXZ   ( -1)
  667 JALPY    ( -1)
  669 JALYZ    ( -1)
  644 JARB     ( -1)
  672 JALCZ    ( -1)
  672 JALCZ    ( -2)

Iter   Rhos:  1
   1    -0.222574111
   2    -0.231777302
   3    -0.231883220
   4    -0.231884384

Number of iterations for RHO =    4


Mean of dependent variable        6.031405508

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.129616105       0.020749830   6.24661     1.000000
  672 JALCZ   ( -1)       0.905876786       0.032622181  27.76874     6.024720
  644 JARB    (  0)      -0.001112762       0.000362099  -3.07309     4.741084
  669 JALYZ   (  0)       0.068505368       0.030622861   2.23707     6.560161
    0 RHO     ( -1)      -0.231884384       0.071845209  -3.22756     0.000000

SE of equation            =     0.009888481
Sum of squared residuals  = 0.180896817E-01   0.838454991E-08
Average absolute error    =     0.006937697
Sum of ABS residuals      =  1.31816247    
R squared                 =   0.99915
Durbin-Watson statistic   =   2.05136
Overid test: p-value      = 0.04048         (df =   4)
SMPL and No. Obs.         = 1966.1   2013.2    190
UDU for 2SLS              = 0.951799770E-03
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST    45  ;                                                                  

Equation number =   45
**********************

Dependent variable = JALPY   

 1966.1 -   2013.2,    0 missing obs.,  190 obs. used.

Iter   Rhos:  1
   1     0.472484878
   2     0.478229064
   3     0.478495570
   4     0.478508260
   5     0.478508865

Number of iterations for RHO =    5


Mean of dependent variable       -0.168512077

                     Coef est             SE           T statistic      Mean
  667 JALPY   ( -1)       0.985894946       0.005332079 184.89878    -0.173932
   40 C       (  0)       0.017620980       0.004933686   3.57156     1.000000
   23 T       (  0)      -0.000094197       0.000027454  -3.43114   151.500000
  668 JALPM   (  0)       0.004806606       0.003605478   1.33314    -0.039429
    0 RHO     ( -1)       0.478508865       0.061514944   7.77874     0.000000

SE of equation            =     0.007059502
Sum of squared residuals  = 0.921976637E-02   0.466995630E-07
Average absolute error    =     0.004666120
Sum of ABS residuals      = 0.886562760    
R squared                 =   0.99958
Durbin-Watson statistic   =   2.07137
SMPL and No. Obs.         = 1966.1   2013.2    190
 SMPL  1972.2  2013.2  ;                                                      
Sample period is now  1972.2 to  2013.2 Internally:    82 to   246
EST    46  ;                                                                  

Equation number =   46
**********************

Dependent variable = JARS    

 1972.2 -   2013.2,    0 missing obs.,  165 obs. used.

First stage regressors 

   40 C        (  0)
18960 JALGZ    (  0)
18961 JALEXZ   ( -1)
  667 JALPY    ( -1)
  669 JALYZ    ( -1)
  644 JARB     ( -1)
  645 JARS     ( -1)
  645 JARS     ( -2)
   18 USRS     ( -1)
  667 JALPY    ( -2)
  657 JAZZ     ( -1)

Iter   Rhos:  1
   1     0.370788726
   2     0.390416440
   3     0.393563101
   4     0.394113536
   5     0.394211223
   6     0.394228604
   7     0.394231698

Number of iterations for RHO =    7


Mean of dependent variable        3.579903935

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.124995904       0.136511147  -0.91565     1.000000
  645 JARS    ( -1)       0.809942886       0.038414568  21.08426     3.610512
  682 JAPCPY  (  0)       0.111846618       0.022781909   4.90945     1.740559
   18 USRS    (  0)       0.112191951       0.034176820   3.28269     5.238679
    0 RHO     ( -1)       0.394231698       0.085942112   4.58718     0.000000

SE of equation            =     0.540345302
Sum of squared residuals  =  46.7156872       0.235955373E-05
Average absolute error    =     0.357181319
Sum of ABS residuals      =  58.9349176    
R squared                 =   0.97795
Durbin-Watson statistic   =   2.06808
Overid test: p-value      = 0.03352         (df =   7)
SMPL and No. Obs.         = 1972.2   2013.2    165
UDU for 2SLS              =  4.30340646    
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST    47  ;                                                                  

Equation number =   47
**********************

Dependent variable = JARBZ   

 1966.1 -   2013.2,    0 missing obs.,  190 obs. used.

First stage regressors 

   40 C        (  0)
18960 JALGZ    (  0)
18961 JALEXZ   ( -1)
  667 JALPY    ( -1)
  669 JALYZ    ( -1)
  644 JARB     ( -1)
  644 JARB     ( -2)
  645 JARS     ( -1)
  645 JARS     ( -2)

Mean of dependent variable        0.646478239

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.036431304       0.040629633   0.89667     1.000000
  687 JARBZZ  (  0)       0.893924369       0.036171103  24.71377     0.696006
  688 JARSZ   (  0)       0.432575312       0.195348800   2.21437    -0.063865
  689 JARSZZ  (  0)      -0.462407223       0.286193649  -1.61571    -0.033512

SE of equation            =     0.407648375
Sum of squared residuals  =  30.9089588      -0.503157516E-10
Average absolute error    =     0.259552231
Sum of ABS residuals      =  49.3149239    
R squared                 =   0.90997
Durbin-Watson statistic   =   2.08818
Overid test: p-value      = 0.02643         (df =   5)
SMPL and No. Obs.         = 1966.1   2013.2    190
UDU for 2SLS              =  2.06484548    
 SMPL  1972.2  2013.2  ;                                                      
Sample period is now  1972.2 to  2013.2 Internally:    82 to   246
EST    48  ;                                                                  

Equation number =   48
**********************

Dependent variable = JALE1Z  

 1972.2 -   2013.2,    0 missing obs.,  165 obs. used.

First stage regressors 

   40 C        (  0)
18960 JALGZ    (  0)
18961 JALEXZ   ( -1)
  667 JALPY    ( -1)
  669 JALYZ    ( -1)
  644 JARB     ( -1)
  692 JALE1    ( -1)
  691 JALEA    ( -1)
  683 JALRSZ   ( -1)

Iter   Rhos:  1
   1     0.288586922
   2     0.292686545
   3     0.292831145
   4     0.292836336

Number of iterations for RHO =    4


Mean of dependent variable       -0.121753139

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.126801246       0.006408932 -19.78508     1.000000
  683 JALRSZ  (  0)      -1.335982412       0.918996016  -1.45374    -0.003996
    0 RHO     ( -1)       0.292836336       0.077207771   3.79284     0.000000

SE of equation            =     0.047780481
Sum of squared residuals  = 0.369841850       0.848311983E-06
Average absolute error    =     0.037060677
Sum of ABS residuals      =  6.11501170    
R squared                 =   0.09593
Durbin-Watson statistic   =   1.91687
Overid test: p-value      = 0.01916         (df =   7)
SMPL and No. Obs.         = 1972.2   2013.2    165
UDU for 2SLS              = 0.375194531E-01
 SMPL  1972.2  2006.3  ;                                                      
Sample period is now  1972.2 to  2006.3 Internally:    82 to   219
EST    49  ;                                                                  

Equation number =   49
**********************

Dependent variable = JALF    

 1972.2 -   2006.3,    0 missing obs.,  138 obs. used.

Iter   Rhos:  1
   1     0.358714975
   2     0.359289940
   3     0.359292056

Number of iterations for RHO =    3


Mean of dependent variable       -1.829330847

                     Coef est             SE           T statistic      Mean
  677 JALEE   (  0)       1.001029538       0.0007688861301.92227    -1.822230
  683 JALRSZ  (  0)       1.182492133       0.172710447   6.84667    -0.004352
    0 RHO     ( -1)       0.359292056       0.080367019   4.47064     0.000000

SE of equation            =     0.008747970
Sum of squared residuals  = 0.103311413E-01  -0.852526465E-04
Average absolute error    =     0.004648732
Sum of ABS residuals      = 0.641525065    
R squared                 =   0.99949
Durbin-Watson statistic   =   1.83662
SMPL and No. Obs.         = 1972.2   2006.3    138
 SMPL  1966.1  2012.4  ;                                                      
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
EST    50  ;                                                                  

Equation number =   50
**********************

Dependent variable = JALPXA  

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Iter   Rhos:  1            2
   1     1.338438230 -0.363884768
   2     1.283359169 -0.292378814
   3     1.268477548 -0.277695530
   4     1.267443712 -0.276675704
   5     1.267371480 -0.276604452
   6     1.267366431 -0.276599472

Number of iterations for RHO =    6


Mean of dependent variable        0.223207235

                     Coef est             SE           T statistic      Mean
  694 JALPXB  (  0)       0.394107119       0.022987423  17.14447    -0.136365
    0 RHO     ( -1)       1.267366431       0.070587897  17.95444     0.000000
    0 RHO     ( -2)      -0.276599472       0.069788462  -3.96340     0.000000

SE of equation            =     0.013358084
Sum of squared residuals  = 0.330111071E-01  -0.149851878    
Average absolute error    =     0.010046947
Sum of ABS residuals      =  1.88882597    
R squared                 =   0.99462
Durbin-Watson statistic   =   1.96299
SMPL and No. Obs.         = 1966.1   2012.4    188
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST    51  ;                                                                  

Equation number =   51
**********************

Dependent variable = JALJ1   

 1966.1 -   2013.2,    0 missing obs.,  190 obs. used.

Mean of dependent variable        0.001451034

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.005113799       0.001028138   4.97384     1.000000
   23 T       (  0)      -0.000024388       0.000005549  -4.39527   151.500000
  680 JALEXL  ( -1)      -0.045467380       0.013670333  -3.32599     0.013225
  679 JALY1   (  0)       0.074911359       0.022001294   3.40486     0.008455

SE of equation            =     0.003345912
Sum of squared residuals  = 0.208229394E-02  -0.142247325E-15
Average absolute error    =     0.002588553
Sum of ABS residuals      = 0.491825122    
R squared                 =   0.20603
Durbin-Watson statistic   =   2.10637
SMPL and No. Obs.         = 1966.1   2013.2    190
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST    52  ;                                                                  

Equation number =   52
**********************

Dependent variable = JALL1Z  

 1966.1 -   2013.2,    0 missing obs.,  190 obs. used.

First stage regressors 

   40 C        (  0)
18960 JALGZ    (  0)
18961 JALEXZ   ( -1)
  667 JALPY    ( -1)
  669 JALYZ    ( -1)
  644 JARB     ( -1)
  681 JALL1Z   ( -1)
   23 T        (  0)
  649 JAUR     ( -1)

Mean of dependent variable       -0.466707935

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.011660708       0.006905232  -1.68868     1.000000
   23 T       (  0)       0.000011151       0.000012358   0.90229   151.500000
  681 JALL1Z  ( -1)       0.972224459       0.017162882  56.64692    -0.466160
  649 JAUR    (  0)      -0.120043207       0.043954419  -2.73108     0.029362

SE of equation            =     0.003129364
Sum of squared residuals  = 0.182148247E-02   0.840083558E-11
Average absolute error    =     0.002341673
Sum of ABS residuals      = 0.444917960    
R squared                 =   0.98754
Durbin-Watson statistic   =   2.18316
Overid test: p-value      = 0.00325         (df =   5)
SMPL and No. Obs.         = 1966.1   2013.2    190
UDU for 2SLS              = 0.170318423E-03
@ AU                                                                          
 SMPL  1970.1 2013.1 ;                                                        
Sample period is now  1970.1 to  2013.1 Internally:    73 to   245
EST    53  ;                                                                  

Equation number =   53
**********************

Dependent variable = AULIMZ  

 1970.1 -   2013.1,    0 missing obs.,  173 obs. used.

Mean of dependent variable        7.524927211

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.675327373       0.457065204  -1.47753     1.000000
  757 AULIMZ  ( -1)       0.925227057       0.024400578  37.91824     7.513383
  756 AULCIGZ (  0)       0.145373018       0.071023031   2.04684     8.625210
  776 AULPYZZ (  0)       0.024113891       0.035070634   0.68758    -0.215793

SE of equation            =     0.028263002
Sum of squared residuals  = 0.134996740      -0.249182364E-08
Average absolute error    =     0.018980768
Sum of ABS residuals      =  3.28367285    
R squared                 =   0.99756
Durbin-Watson statistic   =   1.85912
SMPL and No. Obs.         = 1970.1   2013.1    173
 SMPL  1970.1  2013.1  ;                                                      
Sample period is now  1970.1 to  2013.1 Internally:    73 to   245
EST    54  ;                                                                  

Equation number =   54
**********************

Dependent variable = AULCZ   

 1970.1 -   2013.1,    0 missing obs.,  173 obs. used.

First stage regressors 

   40 C        (  0)
18962 AULGZ    (  0)
18963 AULEXZ   ( -1)
  758 AULPY    ( -1)
  760 AULYZ    ( -1)
  733 AURB     ( -1)
  763 AULCZ    ( -1)
  734 AURS     ( -1)

Mean of dependent variable        8.066077032

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.134146058       0.040607430   3.30349     1.000000
  763 AULCZ   ( -1)       0.944375797       0.035880078  26.32034     8.061065
  760 AULYZ   (  0)       0.037245951       0.034564364   1.07758     8.623930
  734 AURS    (  0)      -0.000391419       0.000534983  -0.73165     4.981504

SE of equation            =     0.012307013
Sum of squared residuals  = 0.255971723E-01  -0.110956400E-07
Average absolute error    =     0.006675951
Sum of ABS residuals      =  1.15493944    
R squared                 =   0.99744
Durbin-Watson statistic   =   2.74194
Overid test: p-value      = 0.00782         (df =   4)
SMPL and No. Obs.         = 1970.1   2013.1    173
UDU for 2SLS              = 0.204781719E-02
 SMPL  1970.1  2013.1  ;                                                      
Sample period is now  1970.1 to  2013.1 Internally:    73 to   245
EST    55  ;                                                                  

Equation number =   55
**********************

Dependent variable = AULI    

 1970.1 -   2013.1,    0 missing obs.,  173 obs. used.

First stage regressors 

   40 C        (  0)
18962 AULGZ    (  0)
18963 AULEXZ   ( -1)
  758 AULPY    ( -1)
  760 AULYZ    ( -1)
  733 AURB     ( -1)
  791 AULI     ( -1)
  792 AULY     ( -1)

Mean of dependent variable        9.219415739

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.470254541       0.139460480   3.37196     1.000000
  791 AULI    ( -1)       0.933375969       0.032888694  28.37984     9.213907
  792 AULY    (  0)       0.016914944       0.031925203   0.52983    10.685171
  733 AURB    (  0)      -0.004721431       0.001789617  -2.63824     6.696462

SE of equation            =     0.024556135
Sum of squared residuals  = 0.101907637       0.118457955E-08
Average absolute error    =     0.014497934
Sum of ABS residuals      =  2.50814266    
R squared                 =   0.99126
Durbin-Watson statistic   =   2.38381
Overid test: p-value      = 0.48778         (df =   4)
SMPL and No. Obs.         = 1970.1   2013.1    173
UDU for 2SLS              = 0.202360384E-02
 SMPL  1970.1 2013.1 ;                                                        
Sample period is now  1970.1 to  2013.1 Internally:    73 to   245
EST    56  ;                                                                  

Equation number =   56
**********************

Dependent variable = AULPY   

 1970.1 -   2013.1,    0 missing obs.,  173 obs. used.

First stage regressors 

   40 C        (  0)
18962 AULGZ    (  0)
18963 AULEXZ   ( -1)
  758 AULPY    ( -1)
  760 AULYZ    ( -1)
  733 AURB     ( -1)
  758 AULPY    ( -2)
   23 T        (  0)
  759 AULPM    ( -1)
  746 AUZZ     ( -1)
  746 AUZZ     ( -2)

Iter   Rhos:  1
   1    -0.235006041
   2    -0.236763737
   3    -0.236770727

Number of iterations for RHO =    3


Mean of dependent variable       -0.324767468

                     Coef est             SE           T statistic      Mean
  758 AULPY   ( -1)       0.974248337       0.005854254 166.41718    -0.332659
   40 C       (  0)      -0.006987951       0.005997675  -1.16511     1.000000
   23 T       (  0)       0.000052929       0.000028893   1.83191   159.000000
  759 AULPM   (  0)       0.013772785       0.006213788   2.21649    -0.108975
  746 AUZZ    ( -1)       0.063138778       0.026809271   2.35511    -0.009718
    0 RHO     ( -1)      -0.236770727       0.074798398  -3.16545     0.000000

SE of equation            =     0.006557194
Sum of squared residuals  = 0.718046509E-02  -0.592882731E-07
Average absolute error    =     0.003898183
Sum of ABS residuals      = 0.674385632    
R squared                 =   0.99969
Durbin-Watson statistic   =   2.00204
Overid test: p-value      = 0.00000         (df =   6)
SMPL and No. Obs.         = 1970.1   2013.1    173
UDU for 2SLS              = 0.146573426E-02
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST    57  ;                                                                  

Equation number =   57
**********************

Dependent variable = AURSA   

 1972.2 -   1998.4,    0 missing obs.,  107 obs. used.

First stage regressors 

   40 C        (  0)
18962 AULGZ    (  0)
18963 AULEXZ   ( -1)
  758 AULPY    ( -1)
  760 AULYZ    ( -1)
  733 AURB     ( -1)
  734 AURS     ( -1)
    1 GEGERS   ( -1)
   18 USRS     ( -1)
  746 AUZZ     ( -1)

Mean of dependent variable        6.361343271

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       1.388993834       0.298313264   4.65616     1.000000
  734 AURS    ( -1)       0.752003124       0.041415398  18.15757     6.371203
  746 AUZZ    (  0)      43.011061129       6.095240722   7.05650    -0.007930
   18 USRS    (  0)       0.075850788       0.030257035   2.50688     6.885595

SE of equation            =     0.708911565
Sum of squared residuals  =  51.7632275       0.258811861E-08
Average absolute error    =     0.535433400
Sum of ABS residuals      =  57.2913738    
R squared                 =   0.89549
Durbin-Watson statistic   =   1.89434
Overid test: p-value      = 0.31125         (df =   6)
SMPL and No. Obs.         = 1972.2   1998.4    107
UDU for 2SLS              =  3.43716370    
 SMPL  1970.1  1998.4  ;                                                      
Sample period is now  1970.1 to  1998.4 Internally:    73 to   188
EST    58  ;                                                                  

Equation number =   58
**********************

Dependent variable = AURBZ   

 1970.1 -   1998.4,    0 missing obs.,  116 obs. used.

First stage regressors 

   40 C        (  0)
18962 AULGZ    (  0)
18963 AULEXZ   ( -1)
  758 AULPY    ( -1)
  760 AULYZ    ( -1)
  733 AURB     ( -1)
  733 AURB     ( -2)
  734 AURS     ( -1)
  734 AURS     ( -2)
  734 AURS     ( -3)

Iter   Rhos:  1
   1     0.377247642
   2     0.391144393
   3     0.391968542
   4     0.392019638
   5     0.392022814

Number of iterations for RHO =    5


Mean of dependent variable        1.634189052

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.064122761       0.065876783   0.97337     1.000000
  778 AURBZZ  (  0)       0.947925858       0.031022667  30.55591     1.657235
  779 AURSZ   (  0)       0.169724589       0.105836493   1.60365    -0.024693
  780 AURSZZ  (  0)      -0.069730134       0.080421390  -0.86706    -0.011649
    0 RHO     ( -1)       0.392022814       0.094027442   4.16924     0.000000

SE of equation            =     0.263870375
Sum of squared residuals  =  7.72866082      -0.235872519E-05
Average absolute error    =     0.200373204
Sum of ABS residuals      =  23.2432916    
R squared                 =   0.97141
Durbin-Watson statistic   =   1.92090
Overid test: p-value      = 0.01557         (df =   6)
SMPL and No. Obs.         = 1970.1   1998.4    116
UDU for 2SLS              =  1.04482689    
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST    59  ;                                                                  

Equation number =   59
**********************

Dependent variable = AULH1Z  

 1972.2 -   1998.4,    0 missing obs.,  107 obs. used.

First stage regressors 

   40 C        (  0)
18962 AULGZ    (  0)
18963 AULEXZ   ( -1)
  758 AULPY    ( -1)
  760 AULYZ    ( -1)
  733 AURB     ( -1)
  785 AULH1    ( -1)
  786 AULHA    ( -1)

Iter   Rhos:  1
   1     0.476227927
   2     0.476412788
   3     0.476413050

Number of iterations for RHO =    3


Mean of dependent variable        0.002971321

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.002879814       0.000817749   3.52163     1.000000
    0 RHO     ( -1)       0.476413050       0.083880991   5.67963     0.000000

SE of equation            =     0.004425816
Sum of squared residuals  = 0.205672437E-02  -0.537606909E-08
Average absolute error    =     0.002601801
Sum of ABS residuals      = 0.278392718    
R squared                 =   0.23502
Durbin-Watson statistic   =   2.12599
Overid test: p-value      = 0.00943         (df =   7)
SMPL and No. Obs.         = 1972.2   1998.4    107
UDU for 2SLS              = 0.358088013E-03
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST    60  ;                                                                  

Equation number =   60
**********************

Dependent variable = AULF    

 1972.2 -   1998.4,    0 missing obs.,  107 obs. used.

Iter   Rhos:  1
   1     0.240639264
   2     0.249673121
   3     0.250316221
   4     0.250363351
   5     0.250366813

Number of iterations for RHO =    5


Mean of dependent variable        0.037340984

                     Coef est             SE           T statistic      Mean
  768 AULEE   (  0)       0.993049944       0.003313395 299.70772     0.039880
  774 AULRSZ  (  0)       1.048962972       0.127146432   8.25004    -0.001203
    0 RHO     ( -1)       0.250366813       0.096434420   2.59624     0.000000

SE of equation            =     0.005786537
Sum of squared residuals  = 0.348233707E-02  -0.803746163E-01
Average absolute error    =     0.003596959
Sum of ABS residuals      = 0.384874616    
R squared                 =   0.99937
Durbin-Watson statistic   =   2.09893
SMPL and No. Obs.         = 1972.2   1998.4    107
 SMPL  1970.1  2012.4  ;                                                      
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
EST    61  ;                                                                  

Equation number =   61
**********************

Dependent variable = AULPXA  

 1970.1 -   2012.4,    0 missing obs.,  172 obs. used.

Iter   Rhos:  1            2
   1     1.088571641 -0.160736225
   2     0.902063271  0.079437727
   3     0.821971044  0.161575788
   4     0.822040030  0.161513701
   5     0.822040282  0.161513473

Number of iterations for RHO =    5


Mean of dependent variable       -0.072334726

                     Coef est             SE           T statistic      Mean
  788 AULPXB  (  0)       0.867595805       0.023315170  37.21164    -0.220517
    0 RHO     ( -1)       0.822040282       0.075727181  10.85529     0.000000
    0 RHO     ( -2)       0.161513473       0.074781887   2.15979     0.000000

SE of equation            =     0.009108034
Sum of squared residuals  = 0.140196109E-01  -0.105656572    
Average absolute error    =     0.006128882
Sum of ABS residuals      =  1.05416764    
R squared                 =   0.98931
Durbin-Watson statistic   =   1.99870
SMPL and No. Obs.         = 1970.1   2012.4    172
 SMPL  1970.1  2013.1 ;                                                       
Sample period is now  1970.1 to  2013.1 Internally:    73 to   245
EST    62  ;                                                                  

Equation number =   62
**********************

Dependent variable = AULJ1   

 1970.1 -   2013.1,    0 missing obs.,  173 obs. used.

First stage regressors 

   40 C        (  0)
18962 AULGZ    (  0)
18963 AULEXZ   ( -1)
  758 AULPY    ( -1)
  760 AULYZ    ( -1)
  733 AURB     ( -1)
  769 AULJ1    ( -1)
  771 AULEXL   ( -1)
   23 T        (  0)
  770 AULY1    ( -1)

Mean of dependent variable        0.001798345

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.001920495       0.002449165  -0.78414     1.000000
   23 T       (  0)       0.000027200       0.000012043   2.25858   159.000000
  771 AULEXL  ( -1)      -0.107608968       0.029493115  -3.64861     0.008228
  770 AULY1   (  0)       0.044751633       0.141275059   0.31677     0.006244

SE of equation            =     0.006203197
Sum of squared residuals  = 0.650306078E-02   0.278713771E-11
Average absolute error    =     0.004441472
Sum of ABS residuals      = 0.768374622    
R squared                 =   0.07984
Durbin-Watson statistic   =   2.19822
Overid test: p-value      = 0.00637         (df =   6)
SMPL and No. Obs.         = 1970.1   2013.1    173
UDU for 2SLS              = 0.674512299E-03
 SMPL  1970.1  2013.1 ;                                                       
Sample period is now  1970.1 to  2013.1 Internally:    73 to   245
EST    63 ;                                                                   

Equation number =   63
**********************

Dependent variable = AULL1Z  

 1970.1 -   2013.1,    0 missing obs.,  173 obs. used.

First stage regressors 

   40 C        (  0)
18962 AULGZ    (  0)
18963 AULEXZ   ( -1)
  758 AULPY    ( -1)
  760 AULYZ    ( -1)
  733 AURB     ( -1)
  772 AULL1Z   ( -1)
   23 T        (  0)
  738 AUUR     ( -1)

Mean of dependent variable       -0.574817146

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.069362114       0.020819640  -3.33157     1.000000
   23 T       (  0)       0.000097457       0.000035317   2.75945   159.000000
  772 AULL1Z  ( -1)       0.901227052       0.030051053  29.98987    -0.575330
  738 AUUR    (  0)      -0.073831861       0.091633850  -0.80573     0.033156

SE of equation            =     0.005879465
Sum of squared residuals  = 0.584201006E-02   0.720736804E-10
Average absolute error    =     0.004367160
Sum of ABS residuals      = 0.755518707    
R squared                 =   0.97927
Durbin-Watson statistic   =   2.40618
Overid test: p-value      = 0.25837         (df =   5)
SMPL and No. Obs.         = 1970.1   2013.1    173
UDU for 2SLS              = 0.220365496E-03
@ FR                                                                          
 SMPL  1961.1 2012.4 ;                                                        
Sample period is now  1961.1 to  2012.4 Internally:    37 to   244
EST    64  ;                                                                  

Equation number =   64
**********************

Dependent variable = FRLIMZ  

 1961.1 -   2012.4,    0 missing obs.,  208 obs. used.

First stage regressors 

   40 C        (  0)
18964 FRLGZ    (  0)
18965 FRLEXZ   ( -1)
  853 FRLPY    ( -1)
  855 FRLYZ    ( -1)
  828 FRRB     ( -1)
  852 FRLIMZ   ( -1)
  871 FRLPYZZ  ( -1)
  851 FRLCIGZ  ( -1)

Mean of dependent variable        6.672183463

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.321353705       0.365164521  -3.61852     1.000000
  852 FRLIMZ  ( -1)       0.873540630       0.030140618  28.98217     6.660638
  871 FRLPYZZ (  0)       0.064594318       0.015638331   4.13051    -0.291736
  851 FRLCIGZ (  0)       0.257617157       0.066567955   3.86999     8.516683

SE of equation            =     0.027456258
Sum of squared residuals  = 0.153784600      -0.717418125E-08
Average absolute error    =     0.018343121
Sum of ABS residuals      =  3.81536913    
R squared                 =   0.99849
Durbin-Watson statistic   =   1.92103
Overid test: p-value      = 0.00392         (df =   5)
SMPL and No. Obs.         = 1961.1   2012.4    208
UDU for 2SLS              = 0.128096738E-01
 SMPL  1961.1  2012.4  ;                                                      
Sample period is now  1961.1 to  2012.4 Internally:    37 to   244
EST    65  ;                                                                  

Equation number =   65
**********************

Dependent variable = FRLCZ   

 1961.1 -   2012.4,    0 missing obs.,  208 obs. used.

Mean of dependent variable        7.951836619

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.014331416       0.021526786  -0.66575     1.000000
  858 FRLCZ   ( -1)       0.810220832       0.028200082  28.73115     7.946591
  855 FRLYZ   (  0)       0.179644188       0.028298651   6.34815     8.511247
  829 FRRS    (  0)      -0.000206827       0.000130778  -1.58151     6.389056

SE of equation            =     0.006931552
Sum of squared residuals  = 0.980146714E-02   0.708657231E-07
Average absolute error    =     0.005110708
Sum of ABS residuals      =  1.06302730    
R squared                 =   0.99949
Durbin-Watson statistic   =   1.95930
SMPL and No. Obs.         = 1961.1   2012.4    208
 SMPL  1961.1  2012.4  ;                                                      
Sample period is now  1961.1 to  2012.4 Internally:    37 to   244
EST    66  ;                                                                  

Equation number =   66
**********************

Dependent variable = FRLI    

 1961.1 -   2012.4,    0 missing obs.,  208 obs. used.

First stage regressors 

   40 C        (  0)
18964 FRLGZ    (  0)
18965 FRLEXZ   ( -1)
  853 FRLPY    ( -1)
  855 FRLYZ    ( -1)
  828 FRRB     ( -1)
  886 FRLI     ( -1)
  887 FRLY     ( -1)

Mean of dependent variable       10.866933826

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.226705234       0.046234882   4.90334     1.000000
  886 FRLI    ( -1)       0.957172683       0.016994986  56.32089    10.859765
  887 FRLY    (  0)       0.020865284       0.016346531   1.27643    12.527251
  828 FRRB    ( -1)      -0.002031459       0.000447109  -4.54354     7.790915

SE of equation            =     0.017112749
Sum of squared residuals  = 0.597406219E-01   0.303684189E-09
Average absolute error    =     0.011450365
Sum of ABS residuals      =  2.38167582    
R squared                 =   0.99795
Durbin-Watson statistic   =   1.98334
Overid test: p-value      = 0.48718         (df =   4)
SMPL and No. Obs.         = 1961.1   2012.4    208
UDU for 2SLS              = 0.987797121E-03
 SMPL  1961.1  2012.4  ;                                                      
Sample period is now  1961.1 to  2012.4 Internally:    37 to   244
EST    67  ;                                                                  

Equation number =   67
**********************

Dependent variable = FRLY    

 1961.1 -   2012.4,    0 missing obs.,  208 obs. used.

Iter   Rhos:  1
   1     0.508289885
   2     0.753174027
   3     0.773324446
   4     0.775577900
   5     0.775868168
   6     0.775906220
   7     0.775911219

Number of iterations for RHO =    7


Mean of dependent variable       12.527250513

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.196415069       0.046000603   4.26984     1.000000
  887 FRLY    ( -1)       0.140475728       0.018054244   7.78076    12.520443
  888 FRLX    (  0)       0.880174108       0.018661009  47.16648    12.519221
  889 FRLV    ( -1)      -0.035318675       0.018169082  -1.94389    12.661722
    0 RHO     ( -1)       0.775911219       0.048655071  15.94718     0.000000

SE of equation            =     0.004190480
Sum of squared residuals  = 0.356470530E-02  -0.160639786E-06
Average absolute error    =     0.003207086
Sum of ABS residuals      = 0.667073978    
R squared                 =   0.99989
Durbin-Watson statistic   =   1.88027
SMPL and No. Obs.         = 1961.1   2012.4    208
 SMPL  1961.1 2012.4 ;                                                        
Sample period is now  1961.1 to  2012.4 Internally:    37 to   244
EST    68  ;                                                                  

Equation number =   68
**********************

Dependent variable = FRLPY   

 1961.1 -   2012.4,    0 missing obs.,  208 obs. used.

First stage regressors 

   40 C        (  0)
18964 FRLGZ    (  0)
18965 FRLEXZ   ( -1)
  853 FRLPY    ( -1)
  855 FRLYZ    ( -1)
  828 FRRB     ( -1)
  853 FRLPY    ( -2)
   23 T        (  0)
  841 FRZZ     ( -1)
  854 FRLPM    ( -1)
  841 FRZZ     ( -2)
  854 FRLPM    ( -2)

Iter   Rhos:  1
   1     0.369433241
   2     0.397489844
   3     0.401531059
   4     0.402137575
   5     0.402229122
   6     0.402242952
   7     0.402245042

Number of iterations for RHO =    7


Mean of dependent variable       -0.738263907

                     Coef est             SE           T statistic      Mean
  853 FRLPY   ( -1)       0.895176561       0.022348812  40.05477    -0.749505
   40 C       (  0)      -0.096336426       0.031521764  -3.05619     1.000000
   23 T       (  0)       0.000459575       0.000146114   3.14532   140.500000
  854 FRLPM   (  0)       0.074515999       0.013614574   5.47325    -0.446528
  841 FRZZ    ( -1)       0.188869586       0.045524690   4.14873    -0.012248
    0 RHO     ( -1)       0.402245042       0.067199415   5.98584     0.000000

SE of equation            =     0.007076371
Sum of squared residuals  = 0.101151541E-01  -0.302141876E-07
Average absolute error    =     0.004692417
Sum of ABS residuals      = 0.976022689    
R squared                 =   0.99992
Durbin-Watson statistic   =   2.09322
Overid test: p-value      = 0.00000         (df =   7)
SMPL and No. Obs.         = 1961.1   2012.4    208
UDU for 2SLS              = 0.189729658E-02
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST    69  ;                                                                  

Equation number =   69
**********************

Dependent variable = FRRSA   

 1972.2 -   1998.4,    0 missing obs.,  107 obs. used.

First stage regressors 

   40 C        (  0)
18964 FRLGZ    (  0)
18965 FRLEXZ   ( -1)
  853 FRLPY    ( -1)
  855 FRLYZ    ( -1)
  828 FRRB     ( -1)
  829 FRRS     ( -1)
   18 USRS     ( -1)
    1 GEGERS   ( -1)
  841 FRZZ     ( -1)

Mean of dependent variable        8.876285234

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.224589615       0.380116642  -0.59084     1.000000
  829 FRRS    ( -1)       0.742459487       0.047600115  15.59785     8.891986
   18 USRS    (  0)       0.169851640       0.048310352   3.51584     6.885595
    1 GEGERS  (  0)       0.196119126       0.057517210   3.40975     6.032337
  868 FRPCPY  (  0)       0.032495992       0.033016290   0.98424     6.182778
  841 FRZZ    (  0)       2.482656837       7.844870285   0.31647    -0.021979

SE of equation            =     0.883769699
Sum of squared residuals  =  78.8859369       0.439280168E-09
Average absolute error    =     0.647835212
Sum of ABS residuals      =  69.3183677    
R squared                 =   0.92894
Durbin-Watson statistic   =   1.61933
Overid test: p-value      = 0.01178         (df =   4)
SMPL and No. Obs.         = 1972.2   1998.4    107
UDU for 2SLS              =  9.50956054    
 SMPL  1961.1  1998.4  ;                                                      
Sample period is now  1961.1 to  1998.4 Internally:    37 to   188
EST    70  ;                                                                  

Equation number =   70
**********************

Dependent variable = FRRBZ   

 1961.1 -   1998.4,    0 missing obs.,  152 obs. used.

First stage regressors 

   40 C        (  0)
18964 FRLGZ    (  0)
18965 FRLEXZ   ( -1)
  853 FRLPY    ( -1)
  855 FRLYZ    ( -1)
  828 FRRB     ( -1)
  828 FRRB     ( -2)
  829 FRRS     ( -1)
  829 FRRS     ( -2)
  829 FRRS     ( -3)

Iter   Rhos:  1
   1     0.161987879
   2     0.240337074
   3     0.272827626
   4     0.286156489
   5     0.291702259
   6     0.294029392
   7     0.295009758
   8     0.295423471
   9     0.295598185
  10     0.295671991
  11     0.295703173
  12     0.295716348
  13     0.295721915

Number of iterations for RHO =   13


Mean of dependent variable        1.206902961

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.042338518       0.063369100   0.66813     1.000000
  873 FRRBZZ  (  0)       0.946564265       0.036725609  25.77396     1.229984
  874 FRRSZ   (  0)       0.277877494       0.143191580   1.94060    -0.008224
  875 FRRSZZ  (  0)      -0.173656916       0.138604647  -1.25289    -0.005658
    0 RHO     ( -1)       0.295721915       0.098004361   3.01744     0.000000

SE of equation            =     0.385745944
Sum of squared residuals  =  21.8735902      -0.460069945E-05
Average absolute error    =     0.274323397
Sum of ABS residuals      =  41.6971563    
R squared                 =   0.96160
Durbin-Watson statistic   =   2.00318
Overid test: p-value      = 0.16156         (df =   6)
SMPL and No. Obs.         = 1961.1   1998.4    152
UDU for 2SLS              =  1.32686612    
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST    71  ;                                                                  

Equation number =   71
**********************

Dependent variable = FRLH1   

 1972.2 -   1998.4,    0 missing obs.,  107 obs. used.

First stage regressors 

   40 C        (  0)
18964 FRLGZ    (  0)
18965 FRLEXZ   ( -1)
  853 FRLPY    ( -1)
  855 FRLYZ    ( -1)
  828 FRRB     ( -1)
  880 FRLH1    ( -1)
  881 FRLHA    ( -1)

Iter   Rhos:  1
   1     0.185720525
   2     0.210613681
   3     0.216500438
   4     0.218026892
   5     0.218431690
   6     0.218539668
   7     0.218568516
   8     0.218576226

Number of iterations for RHO =    8


Mean of dependent variable        0.006941802

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.010895552       0.002734900   3.98389     1.000000
  881 FRLHA   (  0)       0.172486833       0.051750570   3.33304    -0.022611
    0 RHO     ( -1)       0.218576226       0.111349807   1.96297     0.000000

SE of equation            =     0.019913186
Sum of squared residuals  = 0.412396367E-01   0.202635682E-06
Average absolute error    =     0.013464351
Sum of ABS residuals      =  1.44068560    
R squared                 =   0.16575
Durbin-Watson statistic   =   2.03637
Overid test: p-value      = 0.40328         (df =   6)
SMPL and No. Obs.         = 1972.2   1998.4    107
UDU for 2SLS              = 0.238205365E-02
 SMPL  1972.2  1989.3  ;                                                      
Sample period is now  1972.2 to  1989.3 Internally:    82 to   151
EST    72  ;                                                                  

Equation number =   72
**********************

Dependent variable = FRLF    

 1972.2 -   1989.3,    0 missing obs.,   70 obs. used.

Mean of dependent variable       -0.159205295

                     Coef est             SE           T statistic      Mean
  863 FRLEE   (  0)       1.007606260       0.003017696 333.89920    -0.159505
  869 FRLRSZ  (  0)       0.643970930       0.134691615   4.78108     0.004690

SE of equation            =     0.007116717
Sum of squared residuals  = 0.344404046E-02  -0.105551487    
Average absolute error    =     0.003987956
Sum of ABS residuals      = 0.279156921    
R squared                 =   0.99919
Durbin-Watson statistic   =   1.54304
SMPL and No. Obs.         = 1972.2   1989.3     70
 SMPL  1961.1  2012.4  ;                                                      
Sample period is now  1961.1 to  2012.4 Internally:    37 to   244
EST    73  ;                                                                  

Equation number =   73
**********************

Dependent variable = FRLPXA  

 1961.1 -   2012.4,    0 missing obs.,  208 obs. used.

Iter   Rhos:  1            2
   1     1.199899963 -0.281042865
   2     1.025030238 -0.034781595
   3     0.966516042  0.024889385
   4     0.960547274  0.030814740
   5     0.959974768  0.031383070
   6     0.959920287  0.031437153
   7     0.959915106  0.031442296

Number of iterations for RHO =    7


Mean of dependent variable        0.112095348

                     Coef est             SE           T statistic      Mean
  883 FRLPXB  (  0)       0.765702971       0.028360149  26.99926    -0.210860
    0 RHO     ( -1)       0.959915106       0.071168743  13.48788     0.000000
    0 RHO     ( -2)       0.031442296       0.070621610   0.44522     0.000000

SE of equation            =     0.011555508
Sum of squared residuals  = 0.273736011E-01  -0.171855700    
Average absolute error    =     0.007871078
Sum of ABS residuals      =  1.63718416    
R squared                 =   0.99035
Durbin-Watson statistic   =   1.98878
SMPL and No. Obs.         = 1961.1   2012.4    208
 SMPL  1961.2 2012.4 ;                                                        
Sample period is now  1961.2 to  2012.4 Internally:    38 to   244
EST    74  ;                                                                  

Equation number =   74
**********************

Dependent variable = FRLJ1   

 1961.2 -   2012.4,    0 missing obs.,  207 obs. used.

Iter   Rhos:  1
   1    -0.308410098
   2    -0.354695879
   3    -0.358951085
   4    -0.359320174
   5    -0.359352018
   6    -0.359354764

Number of iterations for RHO =    6


Mean of dependent variable        0.001347663

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.000055788       0.000715040   0.07802     1.000000
   23 T       (  0)       0.000006080       0.000004109   1.47987   141.000000
  866 FRLEXL  ( -1)      -0.099441076       0.018741983  -5.30579     0.004366
  865 FRLY1   (  0)       0.128029825       0.029333487   4.36463     0.006764
    0 RHO     ( -1)      -0.359354764       0.067698764  -5.30814     0.000000

SE of equation            =     0.004340984
Sum of squared residuals  = 0.380651616E-02  -0.448063149E-08
Average absolute error    =     0.003184342
Sum of ABS residuals      = 0.659158811    
R squared                 =   0.23409
Durbin-Watson statistic   =   1.93033
SMPL and No. Obs.         = 1961.2   2012.4    207
@ GE                                                                          
@ SPECIAL GE                                                                  
 SMPL  1971.1  2012.4  ;                                                      
Sample period is now  1971.1 to  2012.4 Internally:    77 to   244
EST    75  ;                                                                  

Equation number =   75
**********************

Dependent variable = GELIMZ  

 1971.1 -   2012.4,    0 missing obs.,  168 obs. used.

Mean of dependent variable        7.107382184

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.113166239       0.227742063  -0.49691     1.000000
  955 GELIMZ  ( -1)       0.987817102       0.011293112  87.47076     7.095699
  954 GELCIGZ (  0)       0.025013830       0.034915170   0.71642     8.574047
  974 GELPYZZ (  0)       0.021859672       0.015265056   1.43201    -0.145222

SE of equation            =     0.023228338
Sum of squared residuals  = 0.884871304E-01  -0.716508630E-09
Average absolute error    =     0.017210550
Sum of ABS residuals      =  2.89137235    
R squared                 =   0.99847
Durbin-Watson statistic   =   1.95430
SMPL and No. Obs.         = 1971.1   2012.4    168
 SMPL  1963.1  2013.2  ;                                                      
Sample period is now  1963.1 to  2013.2 Internally:    45 to   246
EST    76  ;                                                                  

Equation number =   76
**********************

Dependent variable = GELCZ   

 1963.1 -   2013.2,    0 missing obs.,  202 obs. used.

Mean of dependent variable        7.968838288

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.025165404       0.023956664   1.05046     1.000000
  961 GELCZ   ( -1)       0.930516706       0.020533084  45.31792     7.963489
  958 GELYZ   (  0)       0.062789862       0.021133140   2.97116     8.496800

SE of equation            =     0.009516344
Sum of squared residuals  = 0.180216017E-01   0.238638265E-08
Average absolute error    =     0.006847008
Sum of ABS residuals      =  1.38309562    
R squared                 =   0.99908
Durbin-Watson statistic   =   2.31171
SMPL and No. Obs.         = 1963.1   2013.2    202
 SMPL  1963.1  2013.2  ;                                                      
Sample period is now  1963.1 to  2013.2 Internally:    45 to   246
EST    77  ;                                                                  

Equation number =   77
**********************

Dependent variable = GELI    

 1963.1 -   2013.2,    0 missing obs.,  202 obs. used.

Mean of dependent variable       11.257852679

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.437154160       0.134008397   3.26214     1.000000
  986 GELI    ( -1)       0.803771495       0.039798237  20.19616    11.253559
  987 GELY    (  0)       0.138533584       0.031628194   4.38007    12.888056
  926 GERB    (  0)      -0.001554970       0.001611696  -0.96480     6.444025

SE of equation            =     0.033662679
Sum of squared residuals  = 0.224368836      -0.188749514E-07
Average absolute error    =     0.022139340
Sum of ABS residuals      =  4.47214676    
R squared                 =   0.98316
Durbin-Watson statistic   =   2.06260
SMPL and No. Obs.         = 1963.1   2013.2    202
 SMPL  1963.1  2013.2  ;                                                      
Sample period is now  1963.1 to  2013.2 Internally:    45 to   246
EST    78  ;                                                                  

Equation number =   78
**********************

Dependent variable = GELPY   

 1963.1 -   2013.2,    0 missing obs.,  202 obs. used.

First stage regressors 

   40 C        (  0)
18966 GELGZ    (  0)
18967 GELEXZ   ( -1)
  956 GELPY    ( -1)
  958 GELYZ    ( -1)
  926 GERB     ( -1)
   23 T        (  0)
  957 GELPM    ( -1)
  939 GEZZ     ( -1)
  939 GEZZ     ( -2)
  956 GELPY    ( -2)

Mean of dependent variable       -0.400906070

                     Coef est             SE           T statistic      Mean
  956 GELPY   ( -1)       0.997203638       0.005691313 175.21504    -0.407701
   40 C       (  0)       0.014299807       0.006125997   2.33428     1.000000
   23 T       (  0)      -0.000044395       0.000030159  -1.47205   145.500000
  957 GELPM   (  0)       0.004090563       0.004256191   0.96109    -0.218695
  939 GEZZ    ( -1)       0.102139939       0.025232155   4.04801    -0.012640

SE of equation            =     0.006626634
Sum of squared residuals  = 0.865071922E-02  -0.760887880E-11
Average absolute error    =     0.004479751
Sum of ABS residuals      = 0.904909642    
R squared                 =   0.99976
Durbin-Watson statistic   =   2.09480
Overid test: p-value      = 0.00000         (df =   6)
SMPL and No. Obs.         = 1963.1   2013.2    202
UDU for 2SLS              = 0.194116479E-02
@ SPECIAL GE                                                                  
 SMPL  1966.1 2012.4 ;                                                        
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
EST    79  ;                                                                  

Equation number =   79
**********************

Dependent variable = GELM1Z  

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

First stage regressors 

   40 C        (  0)
18966 GELGZ    (  0)
18967 GELEXZ   ( -1)
  956 GELPY    ( -1)
  958 GELYZ    ( -1)
  926 GERB     ( -1)
  962 GELM1Z   ( -1)
  927 GERS     ( -1)

Mean of dependent variable        8.355141449

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.374104843       0.166022034  -2.25334     1.000000
  962 GELM1Z  ( -1)       0.968837531       0.015327559  63.20886     8.343171
  927 GERS    (  0)      -0.003263495       0.001397136  -2.33585     4.838623
  958 GELYZ   (  0)       0.077591746       0.033620372   2.30788     8.530035

SE of equation            =     0.033998337
Sum of squared residuals  = 0.212683199       0.581812820E-09
Average absolute error    =     0.021130099
Sum of ABS residuals      =  3.97245861    
R squared                 =   0.99755
Durbin-Watson statistic   =   2.27557
Overid test: p-value      = 0.25003         (df =   4)
SMPL and No. Obs.         = 1966.1   2012.4    188
UDU for 2SLS              = 0.609198213E-02
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST    80  ;                                                                  

Equation number =   80
**********************

Dependent variable = GERSA   

 1972.2 -   1998.4,    0 missing obs.,  107 obs. used.

First stage regressors 

   40 C        (  0)
18966 GELGZ    (  0)
18967 GELEXZ   ( -1)
  956 GELPY    ( -1)
  958 GELYZ    ( -1)
  926 GERB     ( -1)
  927 GERS     ( -1)
  939 GEZZ     ( -1)
   18 USRS     ( -1)
  956 GELPY    ( -2)

Mean of dependent variable        6.032337290

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.667179553       0.245586921   2.71667     1.000000
  927 GERS    ( -1)       0.849536852       0.034274826  24.78603     6.039378
  939 GEZZ    (  0)      32.907047841       4.711261179   6.98476    -0.012851
   18 USRS    (  0)       0.075977961       0.030054679   2.52799     6.885595
  971 GEPCPY  ( -1)       0.040259030       0.029917326   1.34568     3.333516

SE of equation            =     0.716215256
Sum of squared residuals  =  52.3223579      -0.519865662E-08
Average absolute error    =     0.472540243
Sum of ABS residuals      =  50.5618060    
R squared                 =   0.92222
Durbin-Watson statistic   =   1.95076
Overid test: p-value      = 0.24863         (df =   5)
SMPL and No. Obs.         = 1972.2   1998.4    107
UDU for 2SLS              =  3.24802076    
 SMPL  1963.1  2013.2  ;                                                      
Sample period is now  1963.1 to  2013.2 Internally:    45 to   246
EST    81  ;                                                                  

Equation number =   81
**********************

Dependent variable = GERBZ   

 1963.1 -   2013.2,    0 missing obs.,  202 obs. used.

First stage regressors 

   40 C        (  0)
18966 GELGZ    (  0)
18967 GELEXZ   ( -1)
  956 GELPY    ( -1)
  958 GELYZ    ( -1)
  926 GERB     ( -1)
  926 GERB     ( -2)
  927 GERS     ( -1)
  927 GERS     ( -2)

Mean of dependent variable        1.707154832

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.117489046       0.048320197   2.43147     1.000000
  976 GERBZZ  (  0)       0.926101226       0.022448962  41.25363     1.723575
  977 GERSZ   (  0)       0.488564432       0.091327080   5.34961    -0.027700
  978 GERSZZ  (  0)      -0.499696555       0.117143990  -4.26566    -0.013997

SE of equation            =     0.398355432
Sum of squared residuals  =  31.4200360      -0.925803878E-10
Average absolute error    =     0.292025712
Sum of ABS residuals      =  58.9891938    
R squared                 =   0.94068
Durbin-Watson statistic   =   1.94852
Overid test: p-value      = 0.00436         (df =   5)
SMPL and No. Obs.         = 1963.1   2013.2    202
UDU for 2SLS              =  2.65611243    
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST    82  ;                                                                  

Equation number =   82
**********************

Dependent variable = GELE1   

 1972.2 -   1998.4,    0 missing obs.,  107 obs. used.

First stage regressors 

   40 C        (  0)
18966 GELGZ    (  0)
18967 GELEXZ   ( -1)
  956 GELPY    ( -1)
  958 GELYZ    ( -1)
  926 GERB     ( -1)
  980 GELE1    ( -1)
  981 GELEA    ( -1)
  972 GELRSZ   ( -1)

Iter   Rhos:  1
   1     0.270604916
   2     0.295338513
   3     0.300487698
   4     0.301673097
   5     0.301951956
   6     0.302017886
   7     0.302033493
   8     0.302037188

Number of iterations for RHO =    8


Mean of dependent variable       -0.006107450

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.030674789       0.013233417  -2.31798     1.000000
  981 GELEA   (  0)       0.087617147       0.043115759   2.03214     0.233868
  972 GELRSZ  (  0)      -1.960245537       1.263381370  -1.55159    -0.001996
    0 RHO     ( -1)       0.302037188       0.108704478   2.77852     0.000000

SE of equation            =     0.048953106
Sum of squared residuals  = 0.246829876      -0.214948396E-06
Average absolute error    =     0.039658431
Sum of ABS residuals      =  4.24345215    
R squared                 =   0.11891
Durbin-Watson statistic   =   1.97764
Overid test: p-value      = 0.33993         (df =   6)
SMPL and No. Obs.         = 1972.2   1998.4    107
UDU for 2SLS              = 0.156817678E-01
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST    83  ;                                                                  

Equation number =   83
**********************

Dependent variable = GELF    

 1972.2 -   1998.4,    0 missing obs.,  107 obs. used.

Iter   Rhos:  1
   1     0.708292976
   2     0.719340920
   3     0.720107287
   4     0.720162013
   5     0.720165928

Number of iterations for RHO =    5


Mean of dependent variable        0.027083312

                     Coef est             SE           T statistic      Mean
  966 GELEE   (  0)       0.996002595       0.003977353 250.41846     0.032169
  972 GELRSZ  (  0)       1.197929446       0.109960238  10.89421    -0.001996
    0 RHO     ( -1)       0.720165928       0.067518947  10.66613     0.000000

SE of equation            =     0.003206106
Sum of squared residuals  = 0.106902776E-02  -0.750612560E-01
Average absolute error    =     0.001898304
Sum of ABS residuals      = 0.203118571    
R squared                 =   0.99980
Durbin-Watson statistic   =   2.21214
SMPL and No. Obs.         = 1972.2   1998.4    107
 SMPL  1963.1  2012.4  ;                                                      
Sample period is now  1963.1 to  2012.4 Internally:    45 to   244
EST    84  ;                                                                  

Equation number =   84
**********************

Dependent variable = GELPXA  

 1963.1 -   2012.4,    0 missing obs.,  200 obs. used.

Iter   Rhos:  1            2
   1     1.103870255 -0.185157478
   2     1.042398797 -0.061491847
   3     1.053995700 -0.067673874
   4     1.055459976 -0.069072557
   5     1.055496505 -0.069107490
   6     1.055497411 -0.069108357

Number of iterations for RHO =    6


Mean of dependent variable       -0.098892211

                     Coef est             SE           T statistic      Mean
  983 GELPXB  (  0)       0.800472751       0.019277900  41.52282    -0.229259
    0 RHO     ( -1)       1.055497411       0.071014039  14.86322     0.000000
    0 RHO     ( -2)      -0.069108357       0.070215574  -0.98423     0.000000

SE of equation            =     0.008068551
Sum of squared residuals  = 0.128249989E-01   0.160224492E-01
Average absolute error    =     0.005340070
Sum of ABS residuals      =  1.06801391    
R squared                 =   0.99422
Durbin-Watson statistic   =   1.98592
SMPL and No. Obs.         = 1963.1   2012.4    200
 SMPL  1963.1  2013.2  ;                                                      
Sample period is now  1963.1 to  2013.2 Internally:    45 to   246
EST    85  ;                                                                  

Equation number =   85
**********************

Dependent variable = GELJ1   

 1963.1 -   2013.2,    0 missing obs.,  202 obs. used.

First stage regressors 

   40 C        (  0)
18966 GELGZ    (  0)
18967 GELEXZ   ( -1)
  956 GELPY    ( -1)
  958 GELYZ    ( -1)
  926 GERB     ( -1)
  967 GELJ1    ( -1)
   23 T        (  0)
  969 GELEXL   ( -1)
  968 GELY1    ( -1)

Mean of dependent variable        0.000606226

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.007853840       0.001727934  -4.54522     1.000000
   23 T       (  0)       0.000044312       0.000009340   4.74454   145.500000
  969 GELEXL  ( -1)      -0.119919553       0.032540790  -3.68521     0.011183
  968 GELY1   (  0)       0.575045600       0.119071737   4.82940     0.005832

SE of equation            =     0.005705372
Sum of squared residuals  = 0.644515213E-02  -0.549932495E-12
Average absolute error    =     0.003975558
Sum of ABS residuals      = 0.803062642    
R squared                 =  -0.96798
Durbin-Watson statistic   =   1.85529
Overid test: p-value      = 0.30931         (df =   6)
SMPL and No. Obs.         = 1963.1   2013.2    202
UDU for 2SLS              = 0.227381486E-03
@ IT                                                                          
 SMPL  1961.1  2013.1  ;                                                      
Sample period is now  1961.1 to  2013.1 Internally:    37 to   245
EST    86  ;                                                                  

Equation number =   86
**********************

Dependent variable = ITLIMZ  

 1961.1 -   2013.1,    0 missing obs.,  209 obs. used.

First stage regressors 

   40 C        (  0)
18968 ITLGZ    (  0)
18969 ITLEXZ   ( -1)
 1045 ITLPY    ( -1)
 1047 ITLYZ    ( -1)
 1020 ITRB     ( -1)
 1044 ITLIMZ   ( -1)
 1063 ITLPYZZ  ( -1)
 1043 ITLCIGZ  ( -1)

Mean of dependent variable        6.537519448

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.672535166       0.248107025  -2.71067     1.000000
 1044 ITLIMZ  ( -1)       0.913529254       0.022287543  40.98833     6.526832
 1063 ITLPYZZ (  0)       0.050891646       0.014793022   3.44025    -0.161715
 1043 ITLCIGZ (  0)       0.150191964       0.046612638   3.22213     8.361519

SE of equation            =     0.035127281
Sum of squared residuals  = 0.252954797      -0.534676392E-08
Average absolute error    =     0.026726977
Sum of ABS residuals      =  5.58593818    
R squared                 =   0.99741
Durbin-Watson statistic   =   1.80625
Overid test: p-value      = 0.00001         (df =   5)
SMPL and No. Obs.         = 1961.1   2013.1    209
UDU for 2SLS              = 0.374363213E-01
 SMPL  1961.1  2013.1  ;                                                      
Sample period is now  1961.1 to  2013.1 Internally:    37 to   245
EST    87  ;                                                                  

Equation number =   87
**********************

Dependent variable = ITLCZ   

 1961.1 -   2013.1,    0 missing obs.,  209 obs. used.

First stage regressors 

   40 C        (  0)
18968 ITLGZ    (  0)
18969 ITLEXZ   ( -1)
 1045 ITLPY    ( -1)
 1047 ITLYZ    ( -1)
 1020 ITRB     ( -1)
 1050 ITLCZ    ( -1)
 1021 ITRS     ( -1)

Mean of dependent variable        7.805864530

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.033284112       0.043589713   0.76358     1.000000
 1050 ITLCZ   ( -1)       0.936715950       0.031757461  29.49593     7.800163
 1021 ITRS    (  0)      -0.000004417       0.000094631  -0.04668     8.251864
 1047 ITLYZ   (  0)       0.055792689       0.034697241   1.60799     8.353771

SE of equation            =     0.007088731
Sum of squared residuals  = 0.103012722E-01  -0.171782720E-06
Average absolute error    =     0.005447767
Sum of ABS residuals      =  1.13858331    
R squared                 =   0.99964
Durbin-Watson statistic   =   1.35746
Overid test: p-value      = 0.00431         (df =   4)
SMPL and No. Obs.         = 1961.1   2013.1    209
UDU for 2SLS              = 0.748926240E-03
 SMPL  1961.1  2013.1 ;                                                       
Sample period is now  1961.1 to  2013.1 Internally:    37 to   245
EST    88  ;                                                                  

Equation number =   88
**********************

Dependent variable = ITLI    

 1961.1 -   2013.1,    0 missing obs.,  209 obs. used.

First stage regressors 

   40 C        (  0)
18968 ITLGZ    (  0)
18969 ITLEXZ   ( -1)
 1045 ITLPY    ( -1)
 1047 ITLYZ    ( -1)
 1020 ITRB     ( -1)
 1078 ITLI     ( -1)
 1079 ITLY     ( -2)

Mean of dependent variable       10.850542600

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.281883824       0.071441096   3.94568     1.000000
 1078 ITLI    ( -1)       0.938867669       0.024343823  38.56698    10.846732
 1079 ITLY    (  0)       0.031653015       0.017290575   1.83065    12.379030
 1020 ITRB    ( -1)      -0.000756030       0.000354723  -2.13133     9.022440

SE of equation            =     0.019705433
Sum of squared residuals  = 0.796023349E-01   0.865174599E-09
Average absolute error    =     0.014736612
Sum of ABS residuals      =  3.07995193    
R squared                 =   0.99500
Durbin-Watson statistic   =   1.28472
Overid test: p-value      = 0.00000         (df =   4)
SMPL and No. Obs.         = 1961.1   2013.1    209
UDU for 2SLS              = 0.133515740E-01
 SMPL  1961.1  2013.1  ;                                                      
Sample period is now  1961.1 to  2013.1 Internally:    37 to   245
EST    89  ;                                                                  

Equation number =   89
**********************

Dependent variable = ITLY    

 1961.1 -   2013.1,    0 missing obs.,  209 obs. used.

Iter   Rhos:  1
   1     0.413237610
   2     0.469460674
   3     0.477373059
   4     0.478528388
   5     0.478698418
   6     0.478723472
   7     0.478727165

Number of iterations for RHO =    7


Mean of dependent variable       12.379029914

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.000676005       0.036319762  -0.01861     1.000000
 1079 ITLY    ( -1)       0.441100304       0.044625402   9.88451    12.372776
 1080 ITLX    (  0)       0.562274680       0.045869428  12.25816    12.381041
 1081 ITLV    ( -1)      -0.003538849       0.001637808  -2.16072    11.164101
    0 RHO     ( -1)       0.478727165       0.068741391   6.96418     0.000000

SE of equation            =     0.006841611
Sum of squared residuals  = 0.954875957E-02  -0.120381134E-07
Average absolute error    =     0.004967142
Sum of ABS residuals      =  1.03813261    
R squared                 =   0.99970
Durbin-Watson statistic   =   1.93959
SMPL and No. Obs.         = 1961.1   2013.1    209
 SMPL  1961.1  2013.1  ;                                                      
Sample period is now  1961.1 to  2013.1 Internally:    37 to   245
EST    90  ;                                                                  

Equation number =   90
**********************

Dependent variable = ITLPY   

 1961.1 -   2013.1,    0 missing obs.,  209 obs. used.

First stage regressors 

   40 C        (  0)
18968 ITLGZ    (  0)
18969 ITLEXZ   ( -1)
 1045 ITLPY    ( -1)
 1047 ITLYZ    ( -1)
 1020 ITRB     ( -1)
   23 T        (  0)
 1046 ITLPM    ( -1)
 1033 ITZZ     ( -1)
 1033 ITZZ     ( -2)
 1045 ITLPY    ( -2)

Mean of dependent variable       -1.219572319

                     Coef est             SE           T statistic      Mean
 1045 ITLPY   ( -1)       0.953100788       0.004574307 208.35962    -1.236059
   40 C       (  0)       0.026094554       0.008848737   2.94896     1.000000
   23 T       (  0)      -0.000074816       0.000044106  -1.69626   141.000000
 1046 ITLPM   (  0)       0.051351270       0.003858061  13.31012    -1.057857
 1033 ITZZ    ( -1)       0.146524183       0.029966093   4.88967    -0.018472

SE of equation            =     0.009939417
Sum of squared residuals  = 0.201535693E-01  -0.490857355E-12
Average absolute error    =     0.007096539
Sum of ABS residuals      =  1.48317675    
R squared                 =   0.99993
Durbin-Watson statistic   =   1.48131
Overid test: p-value      = 0.00000         (df =   6)
SMPL and No. Obs.         = 1961.1   2013.1    209
UDU for 2SLS              = 0.467509939E-02
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST    91  ;                                                                  

Equation number =   91
**********************

Dependent variable = ITRSA   

 1972.2 -   1998.4,    0 missing obs.,  107 obs. used.

First stage regressors 

   40 C        (  0)
18968 ITLGZ    (  0)
18969 ITLEXZ   ( -1)
 1045 ITLPY    ( -1)
 1047 ITLYZ    ( -1)
 1020 ITRB     ( -1)
 1021 ITRS     ( -1)
 1021 ITRS     ( -2)
 1033 ITZZ     ( -1)
 1033 ITZZ     ( -2)
 1045 ITLPY    ( -2)

Iter   Rhos:  1
   1     0.284027426
   2     0.314296951
   3     0.321647447
   4     0.323651838
   5     0.324214656
   6     0.324373970
   7     0.324419169
   8     0.324432001
   9     0.324435644

Number of iterations for RHO =    9


Mean of dependent variable       12.450834006

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       1.168584408       0.571316773   2.04542     1.000000
 1021 ITRS    ( -1)       0.875641799       0.052727887  16.60681    12.478239
 1060 ITPCPY  (  0)       0.064406920       0.030819849   2.08979    10.573151
 1033 ITZZ    (  0)      20.781519493      10.174087311   2.04259    -0.015766
    0 RHO     ( -1)       0.324435644       0.110451266   2.93736     0.000000

SE of equation            =     1.074134169
Sum of squared residuals  =  117.683950      -0.292151368E-05
Average absolute error    =     0.743179955
Sum of ABS residuals      =  79.5202551    
R squared                 =   0.92999
Durbin-Watson statistic   =   1.93177
Overid test: p-value      = 0.02177         (df =   7)
SMPL and No. Obs.         = 1972.2   1998.4    107
UDU for 2SLS              =  18.0280378    
 SMPL  1961.1  1998.4  ;                                                      
Sample period is now  1961.1 to  1998.4 Internally:    37 to   188
EST    92  ;                                                                  

Equation number =   92
**********************

Dependent variable = ITRBZ   

 1961.1 -   1998.4,    0 missing obs.,  152 obs. used.

First stage regressors 

   40 C        (  0)
18968 ITLGZ    (  0)
18969 ITLEXZ   ( -1)
 1045 ITLPY    ( -1)
 1047 ITLYZ    ( -1)
 1020 ITRB     ( -1)
 1020 ITRB     ( -2)
 1021 ITRS     ( -1)
 1021 ITRS     ( -2)
 1021 ITRS     ( -3)

Iter   Rhos:  1
   1     0.400244354
   2     0.484586107
   3     0.523058368
   4     0.544410907
   5     0.557479054
   6     0.565916022
   7     0.571536641
   8     0.575354420
   9     0.577980159
  10     0.579800973
  11     0.581070621
  12     0.581959293
  13     0.582582928
  14     0.583021361
  15     0.583329980
  16     0.583547413
  17     0.583700698
  18     0.583808806
  19     0.583885075
  20     0.583938895
  21     0.583976878
  22     0.584003688
  23     0.584022612
  24     0.584035971
  25     0.584045402

Number of iterations for RHO =   25


Mean of dependent variable        0.340062857

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.096572595       0.093153577   1.03670     1.000000
 1065 ITRBZZ  (  0)       0.704955730       0.096974629   7.26949     0.346795
 1066 ITRSZ   (  0)       0.495298470       0.127171055   3.89474    -0.016806
 1067 ITRSZZ  (  0)      -0.291946945       0.093418478  -3.12515    -0.005936
    0 RHO     ( -1)       0.584045402       0.116437081   5.01597     0.000000

SE of equation            =     0.443440123
Sum of squared residuals  =  28.9059540      -0.137605349E-04
Average absolute error    =     0.316254785
Sum of ABS residuals      =  48.0707273    
R squared                 =   0.93392
Durbin-Watson statistic   =   1.94806
Overid test: p-value      = 0.88211         (df =   6)
SMPL and No. Obs.         = 1961.1   1998.4    152
UDU for 2SLS              = 0.451788744    
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST    93  ;                                                                  

Equation number =   93
**********************

Dependent variable = ITLH1Z  

 1972.2 -   1998.4,    0 missing obs.,  107 obs. used.

First stage regressors 

   40 C        (  0)
18968 ITLGZ    (  0)
18969 ITLEXZ   ( -1)
 1045 ITLPY    ( -1)
 1047 ITLYZ    ( -1)
 1020 ITRB     ( -1)
 1072 ITLH1    ( -1)
 1073 ITLHA    ( -1)

Iter   Rhos:  1
   1     0.335074323
   2     0.335079681

Number of iterations for RHO =    2


Mean of dependent variable        0.024227411

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.024156939       0.004840276   4.99082     1.000000
    0 RHO     ( -1)       0.335079681       0.092033015   3.64086     0.000000

SE of equation            =     0.033291030
Sum of squared residuals  = 0.116370731      -0.120587146E-06
Average absolute error    =     0.023627981
Sum of ABS residuals      =  2.52819393    
R squared                 =   0.11209
Durbin-Watson statistic   =   1.95224
Overid test: p-value      = 0.11438         (df =   7)
SMPL and No. Obs.         = 1972.2   1998.4    107
UDU for 2SLS              = 0.126196166E-01
@ SPECIAL IT                                                                  
 SMPL  1976.3 1998.4 ;                                                        
Sample period is now  1976.3 to  1998.4 Internally:    99 to   188
EST    94  ;                                                                  

Equation number =   94
**********************

Dependent variable = ITLF    

 1976.3 -   1998.4,    0 missing obs.,   90 obs. used.

Mean of dependent variable       -0.371520478

                     Coef est             SE           T statistic      Mean
 1055 ITLEE   (  0)       0.996721046       0.003864670 257.90586    -0.385693
 1061 ITLRSZ  (  0)       1.057420405       0.122621147   8.62348     0.012889

SE of equation            =     0.010546544
Sum of squared residuals  = 0.978820311E-02  -0.648738324E-01
Average absolute error    =     0.006402224
Sum of ABS residuals      = 0.576200194    
R squared                 =   0.99828
Durbin-Watson statistic   =   1.74414
SMPL and No. Obs.         = 1976.3   1998.4     90
 SMPL  1961.1  2012.4  ;                                                      
Sample period is now  1961.1 to  2012.4 Internally:    37 to   244
EST    95  ;                                                                  

Equation number =   95
**********************

Dependent variable = ITLPXA  

 1961.1 -   2012.4,    0 missing obs.,  208 obs. used.

Iter   Rhos:  1            2
   1     0.919526908  0.042954461
   2     0.920157468  0.041536666
   3     0.920206761  0.041437257
   4     0.920209931  0.041430910

Number of iterations for RHO =    4


Mean of dependent variable       -0.235149545

                     Coef est             SE           T statistic      Mean
 1075 ITLPXB  (  0)       0.621961282       0.038301278  16.23866    -0.356703
    0 RHO     ( -1)       0.920209931       0.070021693  13.14178     0.000000
    0 RHO     ( -2)       0.041430910       0.068970865   0.60070     0.000000

SE of equation            =     0.017940892
Sum of squared residuals  = 0.659844972E-01  -0.336020309    
Average absolute error    =     0.013225167
Sum of ABS residuals      =  2.75083474    
R squared                 =   0.98696
Durbin-Watson statistic   =   1.98171
SMPL and No. Obs.         = 1961.1   2012.4    208
 SMPL  1961.1  2013.1  ;                                                      
Sample period is now  1961.1 to  2013.1 Internally:    37 to   245
EST    96  ;                                                                  

Equation number =   96
**********************

Dependent variable = ITLJ1   

 1961.1 -   2013.1,    0 missing obs.,  209 obs. used.

Mean of dependent variable        0.000299012

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.000616157       0.001288059  -0.47836     1.000000
   23 T       (  0)       0.000012612       0.000007103   1.77572   141.000000
 1058 ITLEXL  ( -1)      -0.110952977       0.020784591  -5.33823     0.016402
 1057 ITLY1   (  0)       0.152982713       0.040636654   3.76465     0.006254

SE of equation            =     0.005429923
Sum of squared residuals  = 0.604423209E-02  -0.425007252E-16
Average absolute error    =     0.003858507
Sum of ABS residuals      = 0.806427917    
R squared                 =   0.17205
Durbin-Watson statistic   =   2.04756
SMPL and No. Obs.         = 1961.1   2013.1    209
@ NE                                                                          
 SMPL  1961.1 2013.1 ;                                                        
Sample period is now  1961.1 to  2013.1 Internally:    37 to   245
EST    97  ;                                                                  

Equation number =   97
**********************

Dependent variable = NELIMZ  

 1961.1 -   2013.1,    0 missing obs.,  209 obs. used.

First stage regressors 

   40 C        (  0)
18970 NELGZ    (  0)
18971 NELEXZ   ( -1)
 1140 NELPY    ( -1)
 1142 NELYZ    ( -1)
 1115 NERB     ( -1)
 1139 NELIMZ   ( -1)
 1158 NELPYZZ  ( -1)
 1138 NELCIGZ  ( -1)

Mean of dependent variable        7.631612557

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.033656144       0.240261666  -0.14008     1.000000
 1139 NELIMZ  ( -1)       0.946870207       0.019456945  48.66490     7.620385
 1158 NELPYZZ (  0)       0.069391407       0.018444214   3.76223    -0.418467
 1138 NELCIGZ (  0)       0.055896737       0.042982907   1.30044     8.565641

SE of equation            =     0.021641255
Sum of squared residuals  = 0.960105034E-01  -0.116947048E-07
Average absolute error    =     0.016699379
Sum of ABS residuals      =  3.49017029    
R squared                 =   0.99897
Durbin-Watson statistic   =   1.85558
Overid test: p-value      = 0.03125         (df =   5)
SMPL and No. Obs.         = 1961.1   2013.1    209
UDU for 2SLS              = 0.563741929E-02
@ SPECIAL NE                                                                  
 SMPL 1967.1 2013.1 ;                                                         
Sample period is now  1967.1 to  2013.1 Internally:    61 to   245
EST    98  ;                                                                  

Equation number =   98
**********************

Dependent variable = NELCZ   

 1967.1 -   2013.1,    0 missing obs.,  185 obs. used.

Mean of dependent variable        7.992024283

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.163455711       0.038493846   4.24628     1.000000
 1145 NELCZ   ( -1)       0.941728362       0.021434271  43.93564     7.988080
 1142 NELYZ   (  0)       0.035610064       0.020326959   1.75186     8.675499
 1115 NERB    (  0)      -0.000446156       0.000583434  -0.76471     6.651935

SE of equation            =     0.009718977
Sum of squared residuals  = 0.170969900E-01  -0.158111515E-07
Average absolute error    =     0.007251210
Sum of ABS residuals      =  1.34147386    
R squared                 =   0.99796
Durbin-Watson statistic   =   2.14208
SMPL and No. Obs.         = 1967.1   2013.1    185
 SMPL  1961.1  2013.1  ;                                                      
Sample period is now  1961.1 to  2013.1 Internally:    37 to   245
EST    99  ;                                                                  

Equation number =   99
**********************

Dependent variable = NELI    

 1961.1 -   2013.1,    0 missing obs.,  209 obs. used.

First stage regressors 

   40 C        (  0)
18970 NELGZ    (  0)
18971 NELEXZ   ( -1)
 1140 NELPY    ( -1)
 1142 NELYZ    ( -1)
 1115 NERB     ( -1)
 1173 NELI     ( -1)
 1174 NELY     ( -1)

Mean of dependent variable        9.671683733

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.260503324       0.110049897   2.36714     1.000000
 1173 NELI    ( -1)       0.821278365       0.042782177  19.19674     9.666261
 1174 NELY    (  0)       0.133167617       0.036565480   3.64189    11.273953
 1115 NERB    ( -1)      -0.004466200       0.001967853  -2.26958     6.456475

SE of equation            =     0.052657603
Sum of squared residuals  = 0.568428747       0.470387995E-08
Average absolute error    =     0.031528205
Sum of ABS residuals      =  6.58939491    
R squared                 =   0.97906
Durbin-Watson statistic   =   2.56751
Overid test: p-value      = 0.00024         (df =   4)
SMPL and No. Obs.         = 1961.1   2013.1    209
UDU for 2SLS              = 0.587813968E-01
@ SPECIAL NE                                                                  
 SMPL  1967.1 2013.1 ;                                                        
Sample period is now  1967.1 to  2013.1 Internally:    61 to   245
EST   100  ;                                                                  

Equation number =  100
**********************

Dependent variable = NELPY   

 1967.1 -   2013.1,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -0.445395933

                     Coef est             SE           T statistic      Mean
 1140 NELPY   ( -1)       0.991698657       0.009457623 104.85707    -0.454072
   40 C       (  0)       0.016247695       0.012303394   1.32059     1.000000
   23 T       (  0)      -0.000043443       0.000055606  -0.78126   153.000000
 1141 NELPM   (  0)       0.004316033       0.006070306   0.71101    -0.082312
 1128 NEZZ    ( -1)       0.158527185       0.023848312   6.64731    -0.027373

SE of equation            =     0.006563351
Sum of squared residuals  = 0.775396299E-02   0.687105234E-11
Average absolute error    =     0.004939069
Sum of ABS residuals      = 0.913727799    
R squared                 =   0.99978
Durbin-Watson statistic   =   1.57925
SMPL and No. Obs.         = 1967.1   2013.1    185
 SMPL  1961.1  2012.4  ;                                                      
Sample period is now  1961.1 to  2012.4 Internally:    37 to   244
EST   101  ;                                                                  

Equation number =  101
**********************

Dependent variable = NELM1Z  

 1961.1 -   2012.4,    0 missing obs.,  208 obs. used.

Mean of dependent variable        8.789305918

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.072802262       0.054823406  -1.32794     1.000000
 1147 NELM1ZL (  0)       0.923910405       0.014655081  63.04369     8.772652
 1116 NERS    (  0)      -0.004571145       0.000767103  -5.95897     4.955165
 1142 NELYZ   (  0)       0.090642871       0.020011535   4.52953     8.600946

SE of equation            =     0.020320548
Sum of squared residuals  = 0.842366344E-01   0.498912556E-08
Average absolute error    =     0.015113535
Sum of ABS residuals      =  3.14361525    
R squared                 =   0.99813
Durbin-Watson statistic   =   2.16182
SMPL and No. Obs.         = 1961.1   2012.4    208
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST   102  ;                                                                  

Equation number =  102
**********************

Dependent variable = NERSA   

 1972.2 -   1998.4,    0 missing obs.,  107 obs. used.

First stage regressors 

   40 C        (  0)
18970 NELGZ    (  0)
18971 NELEXZ   ( -1)
 1140 NELPY    ( -1)
 1142 NELYZ    ( -1)
 1115 NERB     ( -1)
 1116 NERS     ( -1)
 1128 NEZZ     ( -1)
    1 GEGERS   ( -1)
   18 USRS     ( -1)

Mean of dependent variable        6.303302336

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.025362578       0.494092647   0.05133     1.000000
 1116 NERS    ( -1)       0.515647642       0.071723874   7.18934     6.301496
 1128 NEZZ    (  0)       8.108298813       6.993515797   1.15940    -0.033121
    1 GEGERS  (  0)       0.360794332       0.089438463   4.03400     6.032337
   18 USRS    (  0)       0.162761873       0.068197557   2.38662     6.885595

SE of equation            =     1.439652204
Sum of squared residuals  =  211.405044       0.372247566E-08
Average absolute error    =     0.794269395
Sum of ABS residuals      =  84.9868252    
R squared                 =   0.74703
Durbin-Watson statistic   =   1.67515
Overid test: p-value      = 0.04953         (df =   5)
SMPL and No. Obs.         = 1972.2   1998.4    107
UDU for 2SLS              =  21.9212305    
 SMPL  1961.1  1998.4  ;                                                      
Sample period is now  1961.1 to  1998.4 Internally:    37 to   188
EST   103  ;                                                                  

Equation number =  103
**********************

Dependent variable = NERBZ   

 1961.1 -   1998.4,    0 missing obs.,  152 obs. used.

First stage regressors 

   40 C        (  0)
18970 NELGZ    (  0)
18971 NELEXZ   ( -1)
 1140 NELPY    ( -1)
 1142 NELYZ    ( -1)
 1115 NERB     ( -1)
 1115 NERB     ( -2)
 1116 NERS     ( -1)
 1116 NERS     ( -2)

Mean of dependent variable        1.412916316

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.178735064       0.072465946   2.46647     1.000000
 1160 NERBZZ  (  0)       0.871705751       0.043277379  20.14230     1.412982
 1161 NERSZ   (  0)       0.366241582       0.102732783   3.56499     0.010833
 1162 NERSZZ  (  0)      -0.296894619       0.093132063  -3.18789     0.005022

SE of equation            =     0.490701011
Sum of squared residuals  =  35.6365474      -0.188115301E-09
Average absolute error    =     0.342656341
Sum of ABS residuals      =  52.0837638    
R squared                 =   0.93616
Durbin-Watson statistic   =   1.95103
Overid test: p-value      = 0.47122         (df =   5)
SMPL and No. Obs.         = 1961.1   1998.4    152
UDU for 2SLS              =  1.07029079    
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST   104  ;                                                                  

Equation number =  104
**********************

Dependent variable = NELH1Z  

 1972.2 -   1998.4,    0 missing obs.,  107 obs. used.

First stage regressors 

   40 C        (  0)
18970 NELGZ    (  0)
18971 NELEXZ   ( -1)
 1140 NELPY    ( -1)
 1142 NELYZ    ( -1)
 1115 NERB     ( -1)
 1167 NELH1    ( -1)
 1168 NELHA    ( -1)
 1164 NELRSZG  ( -1)

Mean of dependent variable        0.006122819

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.007083070       0.000901662   7.85557     1.000000
 1164 NELRSZG (  0)      -1.545796948       0.279341284  -5.53372     0.000621

SE of equation            =     0.009152515
Sum of squared residuals  = 0.879569633E-02   0.497815070E-11
Average absolute error    =     0.005316791
Sum of ABS residuals      = 0.568896679    
R squared                 =   0.00038
Durbin-Watson statistic   =   2.02400
Overid test: p-value      = 0.10393         (df =   7)
SMPL and No. Obs.         = 1972.2   1998.4    107
UDU for 2SLS              = 0.978132244E-03
 SMPL  1972.2  1990.4  ;                                                      
Sample period is now  1972.2 to  1990.4 Internally:    82 to   156
EST   105  ;                                                                  

Equation number =  105
**********************

Dependent variable = NELF    

 1972.2 -   1990.4,    0 missing obs.,   75 obs. used.

Mean of dependent variable        0.093366442

                     Coef est             SE           T statistic      Mean
 1150 NELEE   (  0)       0.992134535       0.005381356 184.36517     0.098020
 1156 NELRSZ  (  0)       1.153858839       0.182832659   6.31101    -0.002871

SE of equation            =     0.008611474
Sum of squared residuals  = 0.541349626E-02  -0.426793555E-01
Average absolute error    =     0.004930361
Sum of ABS residuals      = 0.369777089    
R squared                 =   0.99775
Durbin-Watson statistic   =   1.90745
SMPL and No. Obs.         = 1972.2   1990.4     75
 SMPL  1961.1  2012.4  ;                                                      
Sample period is now  1961.1 to  2012.4 Internally:    37 to   244
EST   106  ;                                                                  

Equation number =  106
**********************

Dependent variable = NELPXA  

 1961.1 -   2012.4,    0 missing obs.,  208 obs. used.

Iter   Rhos:  1            2
   1     1.010199776 -0.107621842
   2     1.029374081 -0.052322034
   3     1.133851843 -0.143867805
   4     1.155743918 -0.165496076
   5     1.158094584 -0.167820064
   6     1.158347759 -0.168070381
   7     1.158375034 -0.168097348
   8     1.158377973 -0.168100254

Number of iterations for RHO =    8


Mean of dependent variable        0.055627908

                     Coef est             SE           T statistic      Mean
 1170 NELPXB  (  0)       0.556818752       0.044425671  12.53372    -0.319668
    0 RHO     ( -1)       1.158377973       0.068827330  16.83020     0.000000
    0 RHO     ( -2)      -0.168100254       0.068154885  -2.46644     0.000000

SE of equation            =     0.016609133
Sum of squared residuals  = 0.565519781E-01  -0.442046427E-04
Average absolute error    =     0.012679122
Sum of ABS residuals      =  2.63725730    
R squared                 =   0.93850
Durbin-Watson statistic   =   2.01214
SMPL and No. Obs.         = 1961.1   2012.4    208
 SMPL  1961.1  2013.1 ;                                                       
Sample period is now  1961.1 to  2013.1 Internally:    37 to   245
EST   107  ;                                                                  

Equation number =  107
**********************

Dependent variable = NELJ1   

 1961.1 -   2013.1,    0 missing obs.,  209 obs. used.

First stage regressors 

   40 C        (  0)
18970 NELGZ    (  0)
18971 NELEXZ   ( -1)
 1140 NELPY    ( -1)
 1142 NELYZ    ( -1)
 1115 NERB     ( -1)
 1151 NELJ1    ( -1)
 1153 NELEXL   ( -1)
   23 T        (  0)
 1152 NELY1    ( -1)

Mean of dependent variable        0.002929232

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.003152079       0.000838768   3.75799     1.000000
   23 T       (  0)       0.000000344       0.000004897   0.07023   141.000000
 1153 NELEXL  ( -1)      -0.153746238       0.025613766  -6.00248     0.012919
 1152 NELY1   (  0)       0.250952570       0.052700290   4.76188     0.006834

SE of equation            =     0.003782492
Sum of squared residuals  = 0.293298519E-02  -0.129102024E-12
Average absolute error    =     0.002692943
Sum of ABS residuals      = 0.562825142    
R squared                 =  -0.18216
Durbin-Watson statistic   =   1.51870
Overid test: p-value      = 0.00000         (df =   6)
SMPL and No. Obs.         = 1961.1   2013.1    209
UDU for 2SLS              = 0.801636316E-03
@ ST                                                                          
 SMPL  1971.1  2013.2  ;                                                      
Sample period is now  1971.1 to  2013.2 Internally:    77 to   246
EST   108  ;                                                                  

Equation number =  108
**********************

Dependent variable = STLIMZ  

 1971.1 -   2013.2,    0 missing obs.,  170 obs. used.

Iter   Rhos:  1
   1     0.236901329
   2     0.286278216
   3     0.307814468
   4     0.319291423
   5     0.326004537
   6     0.330136670
   7     0.332758288
   8     0.334453103
   9     0.335561962
  10     0.336293107
  11     0.336777661
  12     0.337099872
  13     0.337314609
  14     0.337457933
  15     0.337553687
  16     0.337617703
  17     0.337660519
  18     0.337689164
  19     0.337708332
  20     0.337721161
  21     0.337729747

Number of iterations for RHO =   21


Mean of dependent variable        1.410287727

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.395901561       0.295415461  -1.34015     1.000000
 1231 STLIMZ  ( -1)       0.906885288       0.040979961  22.12997     1.402186
 1230 STLCIGZ (  0)       0.211436458       0.132623477   1.59426     2.577223
 1250 STLPYZZ (  0)       0.042657064       0.033099672   1.28875    -0.243133
    0 RHO     ( -1)       0.337729747       0.086413175   3.90831     0.000000

SE of equation            =     0.022680369
Sum of squared residuals  = 0.848758549E-01  -0.841082597E-07
Average absolute error    =     0.017625647
Sum of ABS residuals      =  2.99636001    
R squared                 =   0.99727
Durbin-Watson statistic   =   2.07801
SMPL and No. Obs.         = 1971.1   2013.2    170
@ SPECIAL ST                                                                  
 SMPL  1977.1  2013.2  ;                                                      
Sample period is now  1977.1 to  2013.2 Internally:   101 to   246
EST   109  ;                                                                  

Equation number =  109
**********************

Dependent variable = STLCZ   

 1977.1 -   2013.2,    0 missing obs.,  146 obs. used.

First stage regressors 

   40 C        (  0)
18972 STLGZ    (  0)
18973 STLEXZ   ( -1)
 1232 STLPY    ( -1)
 1234 STLYZ    ( -1)
 1209 STRB     ( -1)
 1237 STLCZ    ( -1)
 1237 STLCZ    ( -2)

Mean of dependent variable        2.178081435

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.043862837       0.013435739   3.26464     1.000000
 1237 STLCZ   ( -1)       0.925528383       0.032141479  28.79545     2.175631
 1209 STRB    (  0)      -0.001390053       0.000351350  -3.95632     3.740228
 1234 STLYZ   (  0)       0.046782226       0.028045654   1.66807     2.689260

SE of equation            =     0.004547246
Sum of squared residuals  = 0.293619783E-02  -0.384918830E-08
Average absolute error    =     0.003342820
Sum of ABS residuals      = 0.488051779    
R squared                 =   0.99768
Durbin-Watson statistic   =   1.95290
Overid test: p-value      = 0.01345         (df =   4)
SMPL and No. Obs.         = 1977.1   2013.2    146
UDU for 2SLS              = 0.253256863E-03
 SMPL  1971.1  2013.2  ;                                                      
Sample period is now  1971.1 to  2013.2 Internally:    77 to   246
EST   110  ;                                                                  

Equation number =  110
**********************

Dependent variable = STLI    

 1971.1 -   2013.2,    0 missing obs.,  170 obs. used.

Mean of dependent variable        3.023655390

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.023435935       0.131521299   0.17819     1.000000
 1265 STLI    ( -1)       0.966627211       0.035953645  26.88537     3.019785
 1266 STLY    (  0)       0.020768719       0.049635462   0.41843     4.587977
 1209 STRB    (  0)      -0.003499722       0.001952040  -1.79285     4.021373

SE of equation            =     0.021174566
Sum of squared residuals  = 0.744281339E-01  -0.243458809E-08
Average absolute error    =     0.015998922
Sum of ABS residuals      =  2.71981674    
R squared                 =   0.99184
Durbin-Watson statistic   =   1.52197
SMPL and No. Obs.         = 1971.1   2013.2    170
 SMPL  1971.1  2013.2  ;                                                      
Sample period is now  1971.1 to  2013.2 Internally:    77 to   246
EST   111  ;                                                                  

Equation number =  111
**********************

Dependent variable = STLPY   

 1971.1 -   2013.2,    0 missing obs.,  170 obs. used.

First stage regressors 

   40 C        (  0)
18972 STLGZ    (  0)
18973 STLEXZ   ( -1)
 1232 STLPY    ( -1)
 1234 STLYZ    ( -1)
 1209 STRB     ( -1)
 1232 STLPY    ( -2)
   23 T        (  0)
 1222 STZZ     ( -1)
 1222 STZZ     ( -2)
 1233 STLPM    ( -1)

Iter   Rhos:  1
   1     0.496131465
   2     0.497475293
   3     0.497494100
   4     0.497494366

Number of iterations for RHO =    4


Mean of dependent variable       -0.245053540

                     Coef est             SE           T statistic      Mean
 1232 STLPY   ( -1)       0.981474131       0.008154071 120.36615    -0.251445
   40 C       (  0)       0.004992485       0.009563921   0.52201     1.000000
   23 T       (  0)      -0.000002653       0.000045835  -0.05787   161.500000
 1233 STLPM   (  0)       0.010210158       0.009166762   1.11382    -0.001920
 1222 STZZ    ( -1)       0.097264368       0.018327928   5.30689    -0.029153
    0 RHO     ( -1)       0.497494366       0.068326919   7.28109     0.000000

SE of equation            =     0.003593462
Sum of squared residuals  = 0.211772667E-02  -0.218620233E-08
Average absolute error    =     0.002504750
Sum of ABS residuals      = 0.425807496    
R squared                 =   0.99986
Durbin-Watson statistic   =   2.00751
Overid test: p-value      = 0.03382         (df =   6)
SMPL and No. Obs.         = 1971.1   2013.2    170
UDU for 2SLS              = 0.170023305E-03
 SMPL  1976.1  2013.1  ;                                                      
Sample period is now  1976.1 to  2013.1 Internally:    97 to   245
EST   112  ;                                                                  

Equation number =  112
**********************

Dependent variable = STLM1Z  

 1976.1 -   2013.1,    0 missing obs.,  149 obs. used.

First stage regressors 

   40 C        (  0)
18972 STLGZ    (  0)
18973 STLEXZ   ( -1)
 1232 STLPY    ( -1)
 1234 STLYZ    ( -1)
 1209 STRB     ( -1)
 1238 STLM1Z   ( -1)
 1210 STRS     ( -1)
 1238 STLM1Z   ( -2)

Mean of dependent variable        3.084509089

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.067260883       0.086822772   0.77469     1.000000
 1238 STLM1Z  ( -1)       0.972876019       0.016151513  60.23436     3.075578
 1210 STRS    (  0)      -0.007569119       0.001975062  -3.83235     3.055058
 1234 STLYZ   (  0)       0.017977676       0.039372972   0.45660     2.681990

SE of equation            =     0.035578920
Sum of squared residuals  = 0.183549639      -0.321520588E-10
Average absolute error    =     0.025882260
Sum of ABS residuals      =  3.85645677    
R squared                 =   0.99068
Durbin-Watson statistic   =   1.81871
Overid test: p-value      = 0.12365         (df =   5)
SMPL and No. Obs.         = 1976.1   2013.1    149
UDU for 2SLS              = 0.106617900E-01
 SMPL  1972.2  2013.2  ;                                                      
Sample period is now  1972.2 to  2013.2 Internally:    82 to   246
EST   113  ;                                                                  

Equation number =  113
**********************

Dependent variable = STRS    

 1972.2 -   2013.2,    0 missing obs.,  165 obs. used.

First stage regressors 

   40 C        (  0)
18972 STLGZ    (  0)
18973 STLEXZ   ( -1)
 1232 STLPY    ( -1)
 1234 STLYZ    ( -1)
 1209 STRB     ( -1)
 1210 STRS     ( -1)
 1210 STRS     ( -2)
 1222 STZZ     ( -1)
 1232 STLPY    ( -2)

Iter   Rhos:  1
   1     0.397287724
   2     0.442481548
   3     0.454404946
   4     0.457872596
   5     0.458908435
   6     0.459220322
   7     0.459314455
   8     0.459342886
   9     0.459351475

Number of iterations for RHO =    9


Mean of dependent variable        3.382749506

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.181472295       0.145756443   1.24504     1.000000
 1210 STRS    ( -1)       0.835889698       0.060919367  13.72125     3.419901
 1247 STPCPY  (  0)       0.141400418       0.063005311   2.24426     2.436065
    0 RHO     ( -1)       0.459351475       0.087027253   5.27825     0.000000

SE of equation            =     0.562206974
Sum of squared residuals  =  50.8883457       0.568724661E-05
Average absolute error    =     0.362988713
Sum of ABS residuals      =  59.8931376    
R squared                 =   0.95178
Durbin-Watson statistic   =   1.88851
Overid test: p-value      = 0.02121         (df =   7)
SMPL and No. Obs.         = 1972.2   2013.2    165
UDU for 2SLS              =  5.07727480    
 SMPL  1971.1  2013.2  ;                                                      
Sample period is now  1971.1 to  2013.2 Internally:    77 to   246
EST   114  ;                                                                  

Equation number =  114
**********************

Dependent variable = STRBZ   

 1971.1 -   2013.2,    0 missing obs.,  170 obs. used.

First stage regressors 

   40 C        (  0)
18972 STLGZ    (  0)
18973 STLEXZ   ( -1)
 1232 STLPY    ( -1)
 1234 STLYZ    ( -1)
 1209 STRB     ( -1)
 1209 STRB     ( -2)
 1210 STRS     ( -1)
 1210 STRS     ( -2)

Mean of dependent variable        0.485704004

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.020602144       0.025323820   0.81355     1.000000
 1252 STRBZZ  (  0)       0.943184970       0.019632702  48.04153     0.513057
 1253 STRSZ   (  0)       0.529835188       0.102184095   5.18510    -0.072118
 1254 STRSZZ  (  0)      -0.538140891       0.143073761  -3.76128    -0.036059

SE of equation            =     0.293017229
Sum of squared residuals  =  14.2526101       0.468477479E-10
Average absolute error    =     0.228075779
Sum of ABS residuals      =  38.7728824    
R squared                 =   0.95345
Durbin-Watson statistic   =   1.96033
Overid test: p-value      = 0.01403         (df =   5)
SMPL and No. Obs.         = 1971.1   2013.2    170
UDU for 2SLS              =  1.19570365    
@ SPECIAL ST                                                                  
 SMPL  1977.1  2013.2  ;                                                      
Sample period is now  1977.1 to  2013.2 Internally:   101 to   246
EST   115  ;                                                                  

Equation number =  115
**********************

Dependent variable = STLH1Z  

 1977.1 -   2013.2,    0 missing obs.,  146 obs. used.

First stage regressors 

   40 C        (  0)
18972 STLGZ    (  0)
18973 STLEXZ   ( -1)
 1232 STLPY    ( -1)
 1234 STLYZ    ( -1)
 1209 STRB     ( -1)
 1259 STLH1    ( -1)
 1260 STLHA    ( -1)

Mean of dependent variable       -0.325826129

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.325826129       0.001874924-173.78102     1.000000

SE of equation            =     0.022654787
Sum of squared residuals  = 0.744197123E-01   0.248689958E-13
Average absolute error    =     0.016818446
Sum of ABS residuals      =  2.45549313    
R squared                 =   0.00000
Durbin-Watson statistic   =   1.57887
Overid test: p-value      = 0.00314         (df =   7)
SMPL and No. Obs.         = 1977.1   2013.2    146
UDU for 2SLS              = 0.109428126E-01
 SMPL  1972.2  2013.2  ;                                                      
Sample period is now  1972.2 to  2013.2 Internally:    82 to   246
EST   116  ;                                                                  

Equation number =  116
**********************

Dependent variable = STLF    

 1972.2 -   2013.2,    0 missing obs.,  165 obs. used.

Mean of dependent variable       -6.458486455

                     Coef est             SE           T statistic      Mean
 1242 STLEE   (  0)       1.000311614       0.000087399**********    -6.451495
 1248 STLRSZ  (  0)       1.111228071       0.074400531  14.93575    -0.004399

SE of equation            =     0.005943298
Sum of squared residuals  = 0.575761468E-02  -0.154240782E-01
Average absolute error    =     0.003647270
Sum of ABS residuals      = 0.601799566    
R squared                 =   0.99967
Durbin-Watson statistic   =   1.48613
SMPL and No. Obs.         = 1972.2   2013.2    165
 SMPL  1971.1  2012.4  ;                                                      
Sample period is now  1971.1 to  2012.4 Internally:    77 to   244
EST   117  ;                                                                  

Equation number =  117
**********************

Dependent variable = STLPXA  

 1971.1 -   2012.4,    0 missing obs.,  168 obs. used.

Iter   Rhos:  1            2
   1     0.849654702  0.105528845
   2     0.810601218  0.170892511
   3     0.813974615  0.167926931
   4     0.814021334  0.167884376
   5     0.814021935  0.167883829

Number of iterations for RHO =    5


Mean of dependent variable       -0.158487944

                     Coef est             SE           T statistic      Mean
 1262 STLPXB  (  0)       0.860381578       0.025036030  34.36574    -0.232258
    0 RHO     ( -1)       0.814021935       0.077100371  10.55795     0.000000
    0 RHO     ( -2)       0.167883829       0.076668365   2.18974     0.000000

SE of equation            =     0.012014891
Sum of squared residuals  = 0.238190033E-01   0.522295244E-01
Average absolute error    =     0.008909154
Sum of ABS residuals      =  1.49673791    
R squared                 =   0.99602
Durbin-Watson statistic   =   2.06255
SMPL and No. Obs.         = 1971.1   2012.4    168
 SMPL  1971.1  2013.2  ;                                                      
Sample period is now  1971.1 to  2013.2 Internally:    77 to   246
EST   118  ;                                                                  

Equation number =  118
**********************

Dependent variable = STLJ1   

 1971.1 -   2013.2,    0 missing obs.,  170 obs. used.

First stage regressors 

   40 C        (  0)
18972 STLGZ    (  0)
18973 STLEXZ   ( -1)
 1232 STLPY    ( -1)
 1234 STLYZ    ( -1)
 1209 STRB     ( -1)
 1243 STLJ1    ( -1)
   23 T        (  0)
 1245 STLEXL   ( -1)
 1244 STLY1    ( -1)

Mean of dependent variable        0.002038525

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.004403624       0.001993118   2.20941     1.000000
   23 T       (  0)       0.000000299       0.000010848   0.02754   161.500000
 1245 STLEXL  ( -1)      -0.190143292       0.031300975  -6.07468     0.013506
 1244 STLY1   (  0)       0.040043088       0.102224148   0.39172     0.003866

SE of equation            =     0.006801713
Sum of squared residuals  = 0.767970722E-02  -0.947887602E-13
Average absolute error    =     0.003730675
Sum of ABS residuals      = 0.634214675    
R squared                 =   0.20898
Durbin-Watson statistic   =   2.36568
Overid test: p-value      = 0.00008         (df =   6)
SMPL and No. Obs.         = 1971.1   2013.2    170
UDU for 2SLS              = 0.128573783E-02
@ SPECIAL ST                                                                  
 SMPL  1977.1  2013.2  ;                                                      
Sample period is now  1977.1 to  2013.2 Internally:   101 to   246
EST   119  ;                                                                  

Equation number =  119
**********************

Dependent variable = STLL1Z  

 1977.1 -   2013.2,    0 missing obs.,  146 obs. used.

First stage regressors 

   40 C        (  0)
18972 STLGZ    (  0)
18973 STLEXZ   ( -1)
 1232 STLPY    ( -1)
 1234 STLYZ    ( -1)
 1209 STRB     ( -1)
 1246 STLL1Z   ( -1)
   23 T        (  0)
 1214 STUR     ( -1)

Mean of dependent variable       -0.397058097

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.014032720       0.013063432  -1.07420     1.000000
   23 T       (  0)       0.000060163       0.000029896   2.01244   173.500000
 1246 STLL1Z  ( -1)       0.979694958       0.026071245  37.57761    -0.397706
 1214 STUR    (  0)      -0.160225942       0.083757160  -1.91298     0.023922

SE of equation            =     0.006588950
Sum of squared residuals  = 0.616482579E-02   0.472594186E-11
Average absolute error    =     0.003263262
Sum of ABS residuals      = 0.476436192    
R squared                 =   0.97125
Durbin-Watson statistic   =   2.78436
Overid test: p-value      = 0.00082         (df =   5)
SMPL and No. Obs.         = 1977.1   2013.2    146
UDU for 2SLS              = 0.885530755E-03
@ UK                                                                          
 SMPL  1961.1  2013.2  ;                                                      
Sample period is now  1961.1 to  2013.2 Internally:    37 to   246
EST   120  ;                                                                  

Equation number =  120
**********************

Dependent variable = UKLIMZ  

 1961.1 -   2013.2,    0 missing obs.,  210 obs. used.

First stage regressors 

   40 C        (  0)
18975 UKLGZ    (  0)
18976 UKLEXZ   ( -1)
 1322 UKLPY    ( -1)
 1324 UKLYZ    ( -1)
 1299 UKRB     ( -1)
 1321 UKLIMZ   ( -1)
 1341 UKLPYZZ  ( -1)
 1320 UKLCIGZ  ( -1)

Mean of dependent variable        6.391757781

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.192559824       0.426379349  -5.14227     1.000000
 1321 UKLIMZ  ( -1)       0.753634092       0.045932675  16.40736     6.382038
 1341 UKLPYZZ (  0)       0.021459183       0.016036287   1.33816    -0.250186
 1320 UKLCIGZ (  0)       0.466734831       0.088622821   5.26653     8.098742

SE of equation            =     0.027744460
Sum of squared residuals  = 0.158569547      -0.363371058E-07
Average absolute error    =     0.020602406
Sum of ABS residuals      =  4.32650523    
R squared                 =   0.99838
Durbin-Watson statistic   =   1.90056
Overid test: p-value      = 0.00612         (df =   5)
SMPL and No. Obs.         = 1961.1   2013.2    210
UDU for 2SLS              = 0.122843618E-01
 SMPL  1961.1  2013.2  ;                                                      
Sample period is now  1961.1 to  2013.2 Internally:    37 to   246
EST   121  ;                                                                  

Equation number =  121
**********************

Dependent variable = UKLCZ   

 1961.1 -   2013.2,    0 missing obs.,  210 obs. used.

Mean of dependent variable        7.556483355

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.342311856       0.063937976  -5.35381     1.000000
 1328 UKLCZ   ( -1)       0.805435674       0.031343000  25.69747     7.550464
 1299 UKRB    (  0)      -0.001302552       0.000299579  -4.34794     8.202315
 1324 UKLYZ   (  0)       0.225674116       0.036964128   6.10522     8.100469

SE of equation            =     0.010355034
Sum of squared residuals  = 0.220887048E-01  -0.572424943E-07
Average absolute error    =     0.007679799
Sum of ABS residuals      =  1.61275772    
R squared                 =   0.99940
Durbin-Watson statistic   =   1.63337
SMPL and No. Obs.         = 1961.1   2013.2    210
 SMPL  1961.1  2013.2  ;                                                      
Sample period is now  1961.1 to  2013.2 Internally:    37 to   246
EST   122  ;                                                                  

Equation number =  122
**********************

Dependent variable = UKLI    

 1961.1 -   2013.2,    0 missing obs.,  210 obs. used.

First stage regressors 

   40 C        (  0)
18975 UKLGZ    (  0)
18976 UKLEXZ   ( -1)
 1322 UKLPY    ( -1)
 1324 UKLYZ    ( -1)
 1299 UKRB     ( -1)
 1356 UKLI     ( -1)
 1357 UKLY     ( -1)

Mean of dependent variable       10.331702375

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.017007452       0.097354756   0.17470     1.000000
 1356 UKLI    ( -1)       0.903646424       0.032244218  28.02507    10.326032
 1357 UKLY    (  0)       0.081788934       0.032223038   2.53821    12.150308
 1299 UKRB    ( -1)      -0.001234376       0.000749921  -1.64601     8.221218

SE of equation            =     0.032505085
Sum of squared residuals  = 0.217655600      -0.341704087E-08
Average absolute error    =     0.024460501
Sum of ABS residuals      =  5.13670524    
R squared                 =   0.99305
Durbin-Watson statistic   =   2.15274
Overid test: p-value      = 0.00026         (df =   4)
SMPL and No. Obs.         = 1961.1   2013.2    210
UDU for 2SLS              = 0.221984000E-01
 SMPL  1961.1  2013.2  ;                                                      
Sample period is now  1961.1 to  2013.2 Internally:    37 to   246
EST   123  ;                                                                  

Equation number =  123
**********************

Dependent variable = UKLPY   

 1961.1 -   2013.2,    0 missing obs.,  210 obs. used.

First stage regressors 

   40 C        (  0)
18975 UKLGZ    (  0)
18976 UKLEXZ   ( -1)
 1322 UKLPY    ( -1)
 1324 UKLYZ    ( -1)
 1299 UKRB     ( -1)
   23 T        (  0)
 1323 UKLPM    ( -1)
 1312 UKZZ     ( -1)
 1312 UKZZ     ( -2)
 1322 UKLPY    ( -2)
 1323 UKLPM    ( -2)

Iter   Rhos:  1
   1     0.424677167
   2     0.430948727
   3     0.431237078
   4     0.431250667
   5     0.431251309

Number of iterations for RHO =    5


Mean of dependent variable       -0.921830986

                     Coef est             SE           T statistic      Mean
 1322 UKLPY   ( -1)       0.896242894       0.016777840  53.41825    -0.935228
   40 C       (  0)      -0.057248610       0.021604881  -2.64980     1.000000
   23 T       (  0)       0.000287910       0.000100326   2.86976   141.500000
 1323 UKLPM   ( -1)       0.089723792       0.012958069   6.92416    -0.683789
 1312 UKZZ    ( -1)       0.158613133       0.039922747   3.97300    -0.036461
    0 RHO     ( -1)       0.431251309       0.065469664   6.58704     0.000000

SE of equation            =     0.009905437
Sum of squared residuals  = 0.200160077E-01  -0.176344106E-08
Average absolute error    =     0.006854709
Sum of ABS residuals      =  1.43948891    
R squared                 =   0.99990
Durbin-Watson statistic   =   2.27208
Overid test: p-value      = 0.00000         (df =   7)
SMPL and No. Obs.         = 1961.1   2013.2    210
UDU for 2SLS              = 0.467564067E-02
 SMPL  1971.2  2006.1  ;                                                      
Sample period is now  1971.2 to  2006.1 Internally:    78 to   217
EST   124  ;                                                                  

Equation number =  124
**********************

Dependent variable = UKLM1Z  

 1971.2 -   2006.1,    0 missing obs.,  140 obs. used.

First stage regressors 

   40 C        (  0)
18975 UKLGZ    (  0)
18976 UKLEXZ   ( -1)
 1322 UKLPY    ( -1)
 1324 UKLYZ    ( -1)
 1299 UKRB     ( -1)
 1329 UKLM1Z   ( -1)
 1300 UKRS     ( -1)

Mean of dependent variable        6.314904212

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.144130547       0.082792944   1.74086     1.000000
 1329 UKLM1Z  ( -1)       0.975850086       0.008047380 121.26308     6.314611
 1300 UKRS    (  0)      -0.003030931       0.000499334  -6.06995     8.454794
 1324 UKLYZ   (  0)       0.004209991       0.006111258   0.68889     8.143874

SE of equation            =     0.013661813
Sum of squared residuals  = 0.253837400E-01  -0.906142716E-09
Average absolute error    =     0.009977652
Sum of ABS residuals      =  1.39687123    
R squared                 =   0.99288
Durbin-Watson statistic   =   2.13487
Overid test: p-value      = 0.27403         (df =   4)
SMPL and No. Obs.         = 1971.2   2006.1    140
UDU for 2SLS              = 0.930468302E-03
 SMPL  1972.2  2013.2  ;                                                      
Sample period is now  1972.2 to  2013.2 Internally:    82 to   246
EST   125  ;                                                                  

Equation number =  125
**********************

Dependent variable = UKRS    

 1972.2 -   2013.2,    0 missing obs.,  165 obs. used.

First stage regressors 

   40 C        (  0)
18975 UKLGZ    (  0)
18976 UKLEXZ   ( -1)
 1322 UKLPY    ( -1)
 1324 UKLYZ    ( -1)
 1299 UKRB     ( -1)
 1300 UKRS     ( -1)
 1312 UKZZ     ( -1)
   18 USRS     ( -1)
 1338 UKPCPY   ( -1)

Mean of dependent variable        7.425239182

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.408740055       0.162998108   2.50764     1.000000
 1300 UKRS    ( -1)       0.811778115       0.034775567  23.34335     7.449708
 1338 UKPCPY  (  0)       0.010569717       0.016676285   0.63382     5.990881
 1312 UKZZ    (  0)       7.144589556       1.995823487   3.57977    -0.042297
   18 USRS    (  0)       0.230565800       0.040451268   5.69984     5.238679

SE of equation            =     0.868626013
Sum of squared residuals  =  120.721784      -0.136796963E-09
Average absolute error    =     0.626853968
Sum of ABS residuals      =  103.430905    
R squared                 =   0.95462
Durbin-Watson statistic   =   1.52000
Overid test: p-value      = 0.02337         (df =   5)
SMPL and No. Obs.         = 1972.2   2013.2    165
UDU for 2SLS              =  9.51216428    
 SMPL  1961.1  2013.2  ;                                                      
Sample period is now  1961.1 to  2013.2 Internally:    37 to   246
EST   126  ;                                                                  

Equation number =  126
**********************

Dependent variable = UKRBZ   

 1961.1 -   2013.2,    0 missing obs.,  210 obs. used.

First stage regressors 

   40 C        (  0)
18975 UKLGZ    (  0)
18976 UKLEXZ   ( -1)
 1322 UKLPY    ( -1)
 1324 UKLYZ    ( -1)
 1299 UKRB     ( -1)
 1299 UKRB     ( -2)
 1300 UKRS     ( -1)
 1300 UKRS     ( -2)

Mean of dependent variable        1.106990567

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.017959687       0.043877619   0.40931     1.000000
 1343 UKRBZZ  (  0)       0.972798116       0.025490038  38.16386     1.125894
 1344 UKRSZ   (  0)       0.300407324       0.171795315   1.74864    -0.046588
 1345 UKRSZZ  (  0)      -0.310170654       0.207832124  -1.49241    -0.025013

SE of equation            =     0.449575016
Sum of squared residuals  =  41.6362452      -0.123258737E-09
Average absolute error    =     0.328197286
Sum of ABS residuals      =  68.9214301    
R squared                 =   0.94748
Durbin-Watson statistic   =   1.62654
Overid test: p-value      = 0.00287         (df =   5)
SMPL and No. Obs.         = 1961.1   2013.2    210
UDU for 2SLS              =  3.58173676    
 SMPL  1972.2  2013.2  ;                                                      
Sample period is now  1972.2 to  2013.2 Internally:    82 to   246
EST   127  ;                                                                  

Equation number =  127
**********************

Dependent variable = UKLH1Z  

 1972.2 -   2013.2,    0 missing obs.,  165 obs. used.

First stage regressors 

   40 C        (  0)
18975 UKLGZ    (  0)
18976 UKLEXZ   ( -1)
 1322 UKLPY    ( -1)
 1324 UKLYZ    ( -1)
 1299 UKRB     ( -1)
 1350 UKLH1    ( -1)
 1351 UKLHA    ( -1)
 1347 UKLRSZG  ( -1)

Mean of dependent variable       -0.004526887

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.002011866       0.004677217  -0.43014     1.000000
 1347 UKLRSZG (  0)      -0.402774810       0.560198181  -0.71899     0.006244

SE of equation            =     0.039882913
Sum of squared residuals  = 0.259275421      -0.569284203E-12
Average absolute error    =     0.030511816
Sum of ABS residuals      =  5.03444956    
R squared                 =  -0.00540
Durbin-Watson statistic   =   1.42113
Overid test: p-value      = 0.00012         (df =   7)
SMPL and No. Obs.         = 1972.2   2013.2    165
UDU for 2SLS              = 0.461787425E-01
 SMPL  1972.2  2006.3  ;                                                      
Sample period is now  1972.2 to  2006.3 Internally:    82 to   219
EST   128  ;                                                                  

Equation number =  128
**********************

Dependent variable = UKLF    

 1972.2 -   2006.3,    0 missing obs.,  138 obs. used.

Iter   Rhos:  1
   1     0.199357786
   2     0.199363344

Number of iterations for RHO =    2


Mean of dependent variable       -0.545899200

                     Coef est             SE           T statistic      Mean
 1333 UKLEE   (  0)       1.002813036       0.001349839 742.91302    -0.551119
 1339 UKLRSZ  (  0)       1.246255048       0.102062386  12.21072     0.005686
    0 RHO     ( -1)       0.199363344       0.085884920   2.32128     0.000000

SE of equation            =     0.004877578
Sum of squared residuals  = 0.321175374E-02  -0.346028192E-01
Average absolute error    =     0.003676851
Sum of ABS residuals      = 0.507405420    
R squared                 =   0.99911
Durbin-Watson statistic   =   2.00702
SMPL and No. Obs.         = 1972.2   2006.3    138
 SMPL  1961.1  2012.4  ;                                                      
Sample period is now  1961.1 to  2012.4 Internally:    37 to   244
EST   129  ;                                                                  

Equation number =  129
**********************

Dependent variable = UKLPXA  

 1961.1 -   2012.4,    0 missing obs.,  208 obs. used.

Iter   Rhos:  1            2
   1     0.969372199 -0.016661125
   2     0.999001272 -0.014409756
   3     1.025321881 -0.037676794
   4     1.027777802 -0.039944345
   5     1.027966220 -0.040118736
   6     1.027980527 -0.040131981
   7     1.027981613 -0.040132986

Number of iterations for RHO =    7


Mean of dependent variable       -0.109952386

                     Coef est             SE           T statistic      Mean
 1353 UKLPXB  (  0)       0.692409218       0.040188701  17.22895    -0.349950
    0 RHO     ( -1)       1.027981613       0.069968176  14.69213     0.000000
    0 RHO     ( -2)      -0.040132986       0.069584289  -0.57675     0.000000

SE of equation            =     0.019043257
Sum of squared residuals  = 0.743423578E-01   0.129790403    
Average absolute error    =     0.011755015
Sum of ABS residuals      =  2.44504303    
R squared                 =   0.97185
Durbin-Watson statistic   =   1.99646
SMPL and No. Obs.         = 1961.1   2012.4    208
 SMPL  1961.1  2013.2  ;                                                      
Sample period is now  1961.1 to  2013.2 Internally:    37 to   246
EST   130  ;                                                                  

Equation number =  130
**********************

Dependent variable = UKLJ1   

 1961.1 -   2013.2,    0 missing obs.,  210 obs. used.

Iter   Rhos:  1
   1     0.400501799
   2     0.442866289
   3     0.447852632
   4     0.448482938
   5     0.448563385
   6     0.448573665
   7     0.448574979

Number of iterations for RHO =    7


Mean of dependent variable        0.000846910

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.003045687       0.000990446  -3.07506     1.000000
   23 T       (  0)       0.000030670       0.000006689   4.58532   141.500000
 1336 UKLEXL  ( -1)      -0.119789482       0.018428321  -6.50029     0.010001
 1335 UKLY1   (  0)       0.119683716       0.020665387   5.79151     0.006062
    0 RHO     ( -1)       0.448574979       0.063583815   7.05486     0.000000

SE of equation            =     0.002976805
Sum of squared residuals  = 0.181658086E-02  -0.156012828E-07
Average absolute error    =     0.002229815
Sum of ABS residuals      = 0.468261105    
R squared                 =   0.48910
Durbin-Watson statistic   =   2.14685
SMPL and No. Obs.         = 1961.1   2013.2    210
@ FI                                                                          
@ SPECIAL FI                                                                  
 SMPL  1965.1  2013.2  ;                                                      
Sample period is now  1965.1 to  2013.2 Internally:    53 to   246
EST   131  ;                                                                  

Equation number =  131
**********************

Dependent variable = FILIMZ  

 1965.1 -   2013.2,    0 missing obs.,  194 obs. used.

First stage regressors 

   40 C        (  0)
18977 FILGZ    (  0)
18978 FILEXZ   ( -1)
 1419 FILPY    ( -1)
 1421 FILYZ    ( -1)
 1418 FILIMZ   ( -1)
 1437 FILPYZZ  ( -1)
 1417 FILCIGZ  ( -1)

Mean of dependent variable        7.129608479

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.268535253       0.281887304  -0.95263     1.000000
 1418 FILIMZ  ( -1)       0.952134428       0.026977480  35.29368     7.119517
 1417 FILCIGZ (  0)       0.073226613       0.053598265   1.36621     8.528257
 1437 FILPYZZ (  0)       0.033845374       0.029476585   1.14821    -0.150347

SE of equation            =     0.053799668
Sum of squared residuals  = 0.549936821      -0.218832952E-09
Average absolute error    =     0.039015831
Sum of ABS residuals      =  7.56907121    
R squared                 =   0.99228
Durbin-Watson statistic   =   2.49590
Overid test: p-value      = 0.00000         (df =   4)
SMPL and No. Obs.         = 1965.1   2013.2    194
UDU for 2SLS              = 0.116018293    
 SMPL  1961.1  2013.2  ;                                                      
Sample period is now  1961.1 to  2013.2 Internally:    37 to   246
EST   132  ;                                                                  

Equation number =  132
**********************

Dependent variable = FILCZ   

 1961.1 -   2013.2,    0 missing obs.,  210 obs. used.

First stage regressors 

   40 C        (  0)
18977 FILGZ    (  0)
18978 FILEXZ   ( -1)
 1419 FILPY    ( -1)
 1421 FILYZ    ( -1)
 1424 FILCZ    ( -1)
 1396 FIRS     ( -1)

Mean of dependent variable        7.832926102

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.025993243       0.028336285   0.91731     1.000000
 1424 FILCZ   ( -1)       0.844843381       0.033790267  25.00257     7.826599
 1396 FIRS    (  0)      -0.000379284       0.000251310  -1.50923     7.543264
 1421 FILYZ   (  0)       0.141556248       0.033165584   4.26817     8.459845

SE of equation            =     0.012672328
Sum of squared residuals  = 0.330811057E-01  -0.452326780E-07
Average absolute error    =     0.009438967
Sum of ABS residuals      =  1.98218307    
R squared                 =   0.99881
Durbin-Watson statistic   =   2.43023
Overid test: p-value      = 0.02519         (df =   3)
SMPL and No. Obs.         = 1961.1   2013.2    210
UDU for 2SLS              = 0.147002846E-02
 SMPL  1961.1  2013.2  ;                                                      
Sample period is now  1961.1 to  2013.2 Internally:    37 to   246
EST   133  ;                                                                  

Equation number =  133
**********************

Dependent variable = FILI    

 1961.1 -   2013.2,    0 missing obs.,  210 obs. used.

First stage regressors 

   40 C        (  0)
18977 FILGZ    (  0)
18978 FILEXZ   ( -1)
 1419 FILPY    ( -1)
 1421 FILYZ    ( -1)
 1396 FIRS     ( -1)
 1452 FILI     ( -1)
 1453 FILY     ( -1)

Mean of dependent variable        8.590057873

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.252798908       0.087888773   2.87635     1.000000
 1452 FILI    ( -1)       0.927452042       0.029240271  31.71831     8.584751
 1453 FILY    (  0)       0.038222292       0.022913926   1.66808    10.053912
 1396 FIRS    (  0)      -0.001189022       0.000863578  -1.37686     7.543264

SE of equation            =     0.041849771
Sum of squared residuals  = 0.360789079       0.209551576E-08
Average absolute error    =     0.030117118
Sum of ABS residuals      =  6.32459487    
R squared                 =   0.98251
Durbin-Watson statistic   =   2.27644
Overid test: p-value      = 0.00001         (df =   4)
SMPL and No. Obs.         = 1961.1   2013.2    210
UDU for 2SLS              = 0.481590222E-01
 SMPL  1961.1  2013.2  ;                                                      
Sample period is now  1961.1 to  2013.2 Internally:    37 to   246
EST   134  ;                                                                  

Equation number =  134
**********************

Dependent variable = FILPY   

 1961.1 -   2013.2,    0 missing obs.,  210 obs. used.

First stage regressors 

   40 C        (  0)
18977 FILGZ    (  0)
18978 FILEXZ   ( -1)
 1419 FILPY    ( -1)
 1421 FILYZ    ( -1)
 1396 FIRS     ( -1)
 1420 FILPM    ( -1)
   23 T        (  0)
 1408 FIZZ     ( -1)

Mean of dependent variable       -0.807331478

                     Coef est             SE           T statistic      Mean
 1419 FILPY   ( -1)       0.961448141       0.009391164 102.37795    -0.820261
   40 C       (  0)       0.015129566       0.012405764   1.21956     1.000000
   23 T       (  0)      -0.000040027       0.000060289  -0.66392   141.500000
 1420 FILPM   (  0)       0.040383407       0.007973542   5.06468    -0.645718
 1408 FIZZ    (  0)       0.041425419       0.024266248   1.70712    -0.050275

SE of equation            =     0.014527469
Sum of squared residuals  = 0.432647084E-01   0.975485318E-11
Average absolute error    =     0.009608525
Sum of ABS residuals      =  2.01779019    
R squared                 =   0.99974
Durbin-Watson statistic   =   2.30892
Overid test: p-value      = 0.00036         (df =   4)
SMPL and No. Obs.         = 1961.1   2013.2    210
UDU for 2SLS              = 0.426864751E-02
@ SPECIAL FI                                                                  
 SMPL  1970.1 2012.4 ;                                                        
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
EST   135  ;                                                                  

Equation number =  135
**********************

Dependent variable = FILM1Z  

 1970.1 -   2012.4,    0 missing obs.,  172 obs. used.

First stage regressors 

   40 C        (  0)
18977 FILGZ    (  0)
18978 FILEXZ   ( -1)
 1419 FILPY    ( -1)
 1421 FILYZ    ( -1)
 1396 FIRS     ( -1)
 1425 FILM1Z   ( -1)
 1426 FILM1ZL  (  0)

Mean of dependent variable        9.280239701

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.114898197       0.340026107  -3.27886     1.000000
 1426 FILM1ZL (  0)       0.742267443       0.049334339  15.04565     9.257322
 1396 FIRS    (  0)      -0.006328073       0.002056323  -3.07737     7.514230
 1421 FILYZ   (  0)       0.416001973       0.086986783   4.78236     8.584767

SE of equation            =     0.067957867
Sum of squared residuals  = 0.775869649      -0.525297139E-09
Average absolute error    =     0.041750043
Sum of ABS residuals      =  7.18100739    
R squared                 =   0.98489
Durbin-Watson statistic   =   1.84004
Overid test: p-value      = 0.00921         (df =   4)
SMPL and No. Obs.         = 1970.1   2012.4    172
UDU for 2SLS              = 0.607416911E-01
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST   136  ;                                                                  

Equation number =  136
**********************

Dependent variable = FIRSA   

 1972.2 -   1998.4,    0 missing obs.,  107 obs. used.

First stage regressors 

   40 C        (  0)
18977 FILGZ    (  0)
18978 FILEXZ   ( -1)
 1419 FILPY    ( -1)
 1421 FILYZ    ( -1)
 1396 FIRS     ( -1)
 1408 FIZZ     ( -1)

Mean of dependent variable       10.072490280

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       1.019319678       0.370324058   2.75251     1.000000
 1396 FIRS    ( -1)       0.938622398       0.028529985  32.89951    10.122428
 1408 FIZZ    (  0)       6.900608609       2.008723935   3.43532    -0.064917

SE of equation            =     0.939660831
Sum of squared residuals  =  91.8280976       0.856115179E-10
Average absolute error    =     0.629622307
Sum of ABS residuals      =  67.3695868    
R squared                 =   0.92978
Durbin-Watson statistic   =   1.77436
Overid test: p-value      = 0.36987         (df =   4)
SMPL and No. Obs.         = 1972.2   1998.4    107
UDU for 2SLS              =  3.67015775    
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST   137  ;                                                                  

Equation number =  137
**********************

Dependent variable = FILH1   

 1972.2 -   1998.4,    0 missing obs.,  107 obs. used.

First stage regressors 

   40 C        (  0)
18977 FILGZ    (  0)
18978 FILEXZ   ( -1)
 1419 FILPY    ( -1)
 1421 FILYZ    ( -1)
 1396 FIRS     ( -1)
 1446 FILH1    ( -1)
 1447 FILHA    ( -1)
 1443 FILRSZG  ( -1)

Iter   Rhos:  1
   1     0.305656348
   2     0.339707673
   3     0.349188315
   4     0.352228432
   5     0.353244216
   6     0.353588179
   7     0.353705174
   8     0.353745030
   9     0.353758613
  10     0.353763244

Number of iterations for RHO =   10


Mean of dependent variable        0.007964002

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.008754576       0.008503367   1.02954     1.000000
 1447 FILHA   (  0)       0.077238367       0.056454674   1.36815     0.039396
 1443 FILRSZG (  0)      -0.445570303       0.952165423  -0.46795     0.009291
    0 RHO     ( -1)       0.353763244       0.115949699   3.05101     0.000000

SE of equation            =     0.029470724
Sum of squared residuals  = 0.894579254E-01  -0.428930810E-06
Average absolute error    =     0.020954647
Sum of ABS residuals      =  2.24214723    
R squared                 =   0.11888
Durbin-Watson statistic   =   2.00379
Overid test: p-value      = 0.09453         (df =   6)
SMPL and No. Obs.         = 1972.2   1998.4    107
UDU for 2SLS              = 0.903523583E-02
 SMPL  1972.2  1989.3  ;                                                      
Sample period is now  1972.2 to  1989.3 Internally:    82 to   151
EST   138  ;                                                                  

Equation number =  138
**********************

Dependent variable = FILF    

 1972.2 -   1989.3,    0 missing obs.,   70 obs. used.

Iter   Rhos:  1
   1     0.552305442
   2     0.554825570
   3     0.554881680
   4     0.554882946

Number of iterations for RHO =    4


Mean of dependent variable       -0.298999235

                     Coef est             SE           T statistic      Mean
 1429 FILEE   (  0)       0.989666534       0.007681978 128.82965    -0.309236
 1435 FILRSZ  (  0)       1.176694385       0.253280638   4.64581     0.007570
    0 RHO     ( -1)       0.554882946       0.100474444   5.52263     0.000000

SE of equation            =     0.008792325
Sum of squared residuals  = 0.517943389E-02  -0.527817499E-01
Average absolute error    =     0.006233540
Sum of ABS residuals      = 0.436347817    
R squared                 =   0.99727
Durbin-Watson statistic   =   2.42225
SMPL and No. Obs.         = 1972.2   1989.3     70
 SMPL  1961.1  2012.4  ;                                                      
Sample period is now  1961.1 to  2012.4 Internally:    37 to   244
EST   139  ;                                                                  

Equation number =  139
**********************

Dependent variable = FILPXA  

 1961.1 -   2012.4,    0 missing obs.,  208 obs. used.

Iter   Rhos:  1            2
   1     0.870949081  0.120580757
   2     0.951835696  0.041082848
   3     0.962803214  0.029981298
   4     0.964359700  0.028402909
   5     0.964581469  0.028177967
   6     0.964613083  0.028145899
   7     0.964617590  0.028141328

Number of iterations for RHO =    7


Mean of dependent variable       -0.155951689

                     Coef est             SE           T statistic      Mean
 1449 FILPXB  (  0)       0.452392969       0.048791314   9.27200    -0.183351
    0 RHO     ( -1)       0.964617590       0.069079631  13.96385     0.000000
    0 RHO     ( -2)       0.028141328       0.069795392   0.40320     0.000000

SE of equation            =     0.022826298
Sum of squared residuals  = 0.106813180      -0.336269821    
Average absolute error    =     0.017875471
Sum of ABS residuals      =  3.71809794    
R squared                 =   0.95624
Durbin-Watson statistic   =   1.97447
SMPL and No. Obs.         = 1961.1   2012.4    208
 SMPL 1961.1 2013.2 ;                                                         
Sample period is now  1961.1 to  2013.2 Internally:    37 to   246
EST   140  ;                                                                  

Equation number =  140
**********************

Dependent variable = FILJ1   

 1961.1 -   2013.2,    0 missing obs.,  210 obs. used.

First stage regressors 

   40 C        (  0)
18977 FILGZ    (  0)
18978 FILEXZ   ( -1)
 1419 FILPY    ( -1)
 1421 FILYZ    ( -1)
 1396 FIRS     ( -1)
 1430 FILJ1    ( -1)
   23 T        (  0)
 1432 FILEXL   ( -1)
 1432 FILEXL   ( -2)
 1431 FILY1    ( -1)

Mean of dependent variable        0.000790245

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.000527281       0.001574967  -0.33479     1.000000
   23 T       (  0)       0.000009095       0.000008376   1.08574   141.500000
 1432 FILEXL  ( -1)      -0.084767630       0.016768771  -5.05509     0.016909
 1431 FILY1   (  0)       0.208745435       0.073884940   2.82528     0.007013

SE of equation            =     0.006804564
Sum of squared residuals  = 0.953823114E-02  -0.462565099E-12
Average absolute error    =     0.004975690
Sum of ABS residuals      =  1.04489485    
R squared                 =   0.19200
Durbin-Watson statistic   =   1.52223
Overid test: p-value      = 0.00000         (df =   7)
SMPL and No. Obs.         = 1961.1   2013.2    210
UDU for 2SLS              = 0.285233501E-02
 SMPL 1961.1 2013.2 ;                                                         
Sample period is now  1961.1 to  2013.2 Internally:    37 to   246
EST   141  ;                                                                  

Equation number =  141
**********************

Dependent variable = FILL1Z  

 1961.1 -   2013.2,    0 missing obs.,  210 obs. used.

First stage regressors 

   40 C        (  0)
18977 FILGZ    (  0)
18978 FILEXZ   ( -1)
 1419 FILPY    ( -1)
 1421 FILYZ    ( -1)
 1396 FIRS     ( -1)
 1433 FILL1Z   ( -1)
   23 T        (  0)
 1400 FIUR     ( -1)

Mean of dependent variable       -0.475949278

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.022773701       0.007256146  -3.13854     1.000000
   23 T       (  0)      -0.000002416       0.000009798  -0.24663   141.500000
 1433 FILL1Z  ( -1)       0.949268750       0.017235038  55.07784    -0.475265
 1400 FIUR    (  0)      -0.025691584       0.013364813  -1.92233     0.065365

SE of equation            =     0.005624396
Sum of squared residuals  = 0.651656879E-02  -0.134400269E-10
Average absolute error    =     0.003952291
Sum of ABS residuals      = 0.829981054    
R squared                 =   0.97417
Durbin-Watson statistic   =   2.18704
Overid test: p-value      = 0.00017         (df =   5)
SMPL and No. Obs.         = 1961.1   2013.2    210
UDU for 2SLS              = 0.763599883E-03
@ AS                                                                          
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST   142  ;                                                                  

Equation number =  142
**********************

Dependent variable = ASLIMZ  

 1966.1 -   2013.2,    0 missing obs.,  190 obs. used.

First stage regressors 

   40 C        (  0)
18979 ASLGZ    (  0)
18980 ASLEXZ   ( -1)
 1509 ASLPY    ( -1)
 1511 ASLYZ    ( -1)
 1486 ASRB     ( -1)
 1508 ASLIMZ   ( -1)
 1528 ASLPYZZ  ( -1)
 1507 ASLCIGZ  ( -1)
 1508 ASLIMZ   ( -2)

Mean of dependent variable        6.961119832

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.816688583       0.386490053  -4.70048     1.000000
 1508 ASLIMZ  ( -1)       0.840353871       0.034363660  24.45473     6.950669
 1528 ASLPYZZ (  0)       0.076714457       0.021829100   3.51432    -0.163740
 1507 ASLCIGZ (  0)       0.327810597       0.069332513   4.72809     8.997109

SE of equation            =     0.037303252
Sum of squared residuals  = 0.258825060       0.360169494E-08
Average absolute error    =     0.026610954
Sum of ABS residuals      =  5.05608120    
R squared                 =   0.99671
Durbin-Watson statistic   =   1.45899
Overid test: p-value      = 0.00001         (df =   6)
SMPL and No. Obs.         = 1966.1   2013.2    190
UDU for 2SLS              = 0.456246533E-01
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST   143  ;                                                                  

Equation number =  143
**********************

Dependent variable = ASLCZ   

 1966.1 -   2013.2,    0 missing obs.,  190 obs. used.

First stage regressors 

   40 C        (  0)
18979 ASLGZ    (  0)
18980 ASLEXZ   ( -1)
 1509 ASLPY    ( -1)
 1511 ASLYZ    ( -1)
 1486 ASRB     ( -1)
 1515 ASLCZ    ( -1)

Mean of dependent variable        8.459497778

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.077908410       0.026920255  -2.89404     1.000000
 1515 ASLCZ   ( -1)       0.898860502       0.021206181  42.38672     8.454577
 1511 ASLYZ   (  0)       0.103732585       0.022148138   4.68358     9.041721

SE of equation            =     0.006998707
Sum of squared residuals  = 0.915961483E-02   0.274154566E-08
Average absolute error    =     0.005315097
Sum of ABS residuals      =  1.00986843    
R squared                 =   0.99933
Durbin-Watson statistic   =   1.99161
Overid test: p-value      = 0.88109         (df =   4)
SMPL and No. Obs.         = 1966.1   2013.2    190
UDU for 2SLS              = 0.569709397E-04
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST   144  ;                                                                  

Equation number =  144
**********************

Dependent variable = ASLI    

 1966.1 -   2013.2,    0 missing obs.,  190 obs. used.

First stage regressors 

   40 C        (  0)
18979 ASLGZ    (  0)
18980 ASLEXZ   ( -1)
 1509 ASLPY    ( -1)
 1511 ASLYZ    ( -1)
 1486 ASRB     ( -1)
 1540 ASLI     ( -1)
 1541 ASLY     ( -1)

Mean of dependent variable       10.346155648

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.226856759       0.126660136  -1.79107     1.000000
 1540 ASLI    ( -1)       0.953154403       0.022577730  42.21657    10.335138
 1541 ASLY    (  0)       0.061831021       0.029730116   2.07974    11.858637
 1486 ASRB    (  0)      -0.001340418       0.000659918  -2.03119     8.356697

SE of equation            =     0.026566388
Sum of squared residuals  = 0.131273773       0.700341829E-08
Average absolute error    =     0.020148416
Sum of ABS residuals      =  3.82819898    
R squared                 =   0.99808
Durbin-Watson statistic   =   1.78289
Overid test: p-value      = 0.08479         (df =   4)
SMPL and No. Obs.         = 1966.1   2013.2    190
UDU for 2SLS              = 0.566005377E-02
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST   145  ;                                                                  

Equation number =  145
**********************

Dependent variable = ASLY    

 1966.1 -   2013.2,    0 missing obs.,  190 obs. used.

Iter   Rhos:  1
   1     0.071545637
   2     0.098012310
   3     0.108396686
   4     0.112544405
   5     0.114211717
   6     0.114883598
   7     0.115154611
   8     0.115263972
   9     0.115308106
  10     0.115325920
  11     0.115333111

Number of iterations for RHO =   11


Mean of dependent variable       11.858636760

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.316713553       0.070365340   4.50099     1.000000
 1541 ASLY    ( -1)       0.470813655       0.052739023   8.92724    11.850172
 1542 ASLX    (  0)       0.552362625       0.053043422  10.41340    11.854496
 1543 ASLV    ( -1)      -0.050398603       0.012968408  -3.88626    11.612970
    0 RHO     ( -1)       0.115333111       0.085473997   1.34934     0.000000

SE of equation            =     0.007680823
Sum of squared residuals  = 0.109140837E-01   0.342535589E-06
Average absolute error    =     0.005681022
Sum of ABS residuals      =  1.07939423    
R squared                 =   0.99971
Durbin-Watson statistic   =   2.00609
SMPL and No. Obs.         = 1966.1   2013.2    190
@ SPECIAL AS                                                                  
 SMPL  1969.1  2013.2  ;                                                      
Sample period is now  1969.1 to  2013.2 Internally:    69 to   246
EST   146  ;                                                                  

Equation number =  146
**********************

Dependent variable = ASLPY   

 1969.1 -   2013.2,    0 missing obs.,  178 obs. used.

Iter   Rhos:  1
   1     0.450632517
   2     0.467014677
   3     0.468668019
   4     0.468843543
   5     0.468862274
   6     0.468864274

Number of iterations for RHO =    6


Mean of dependent variable       -0.623506408

                     Coef est             SE           T statistic      Mean
 1509 ASLPY   ( -1)       0.994279248       0.006029162 164.91167    -0.637165
   40 C       (  0)       0.021242860       0.016857241   1.26016     1.000000
   23 T       (  0)      -0.000060776       0.000082734  -0.73459   157.500000
 1499 ASZZ    ( -1)       0.155839202       0.056814267   2.74296    -0.010152
    0 RHO     ( -1)       0.468864274       0.069067187   6.78852     0.000000

SE of equation            =     0.008935522
Sum of squared residuals  = 0.138129345E-01   0.570961942E-07
Average absolute error    =     0.006380461
Sum of ABS residuals      =  1.13572214    
R squared                 =   0.99984
Durbin-Watson statistic   =   2.18124
SMPL and No. Obs.         = 1969.1   2013.2    178
 SMPL  1966.1  2012.4  ;                                                      
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
EST   147  ;                                                                  

Equation number =  147
**********************

Dependent variable = ASLM1Z  

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

First stage regressors 

   40 C        (  0)
18979 ASLGZ    (  0)
18980 ASLEXZ   ( -1)
 1509 ASLPY    ( -1)
 1511 ASLYZ    ( -1)
 1487 ASRS     ( -1)
 1508 ASLIMZ   ( -1)
 1517 ASLM1ZL  (  0)

Mean of dependent variable        8.533099505

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.527743878       0.132449929  -3.98448     1.000000
 1517 ASLM1ZL (  0)       0.945697062       0.013017214  72.64973     8.510812
 1487 ASRS    (  0)      -0.003205070       0.000906312  -3.53639     7.797668
 1511 ASLYZ   (  0)       0.114767249       0.026685058   4.30081     9.037296

SE of equation            =     0.023885489
Sum of squared residuals  = 0.104975047       0.284743429E-08
Average absolute error    =     0.015731082
Sum of ABS residuals      =  2.95744338    
R squared                 =   0.99855
Durbin-Watson statistic   =   2.02945
Overid test: p-value      = 0.11424         (df =   4)
SMPL and No. Obs.         = 1966.1   2012.4    188
UDU for 2SLS              = 0.415608097E-02
 SMPL  1972.2  2013.2  ;                                                      
Sample period is now  1972.2 to  2013.2 Internally:    82 to   246
EST   148  ;                                                                  

Equation number =  148
**********************

Dependent variable = ASRS    

 1972.2 -   2013.2,    0 missing obs.,  165 obs. used.

First stage regressors 

   40 C        (  0)
18979 ASLGZ    (  0)
18980 ASLEXZ   ( -1)
 1509 ASLPY    ( -1)
 1511 ASLYZ    ( -1)
 1486 ASRB     ( -1)
 1487 ASRS     ( -1)
 1499 ASZZ     ( -1)
   18 USRS     ( -1)
 1509 ASLPY    ( -2)

Mean of dependent variable        8.211797576

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.170325217       0.187226777   0.90973     1.000000
 1487 ASRS    ( -1)       0.888392790       0.024873490  35.71645     8.225303
 1525 ASPCPY  (  0)       0.022373521       0.023090075   0.96897     5.739516
 1499 ASZZ    (  0)      11.255225200       4.303598468   2.61531    -0.010835
   18 USRS    (  0)       0.138910148       0.037491235   3.70514     5.238679

SE of equation            =     0.974325150
Sum of squared residuals  =  151.889520       0.207352580E-08
Average absolute error    =     0.649587725
Sum of ABS residuals      =  107.181975    
R squared                 =   0.94594
Durbin-Watson statistic   =   1.72476
Overid test: p-value      = 0.00093         (df =   5)
SMPL and No. Obs.         = 1972.2   2013.2    165
UDU for 2SLS              =  19.0426779    
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST   149  ;                                                                  

Equation number =  149
**********************

Dependent variable = ASRBZ   

 1966.1 -   2013.2,    0 missing obs.,  190 obs. used.

First stage regressors 

   40 C        (  0)
18979 ASLGZ    (  0)
18980 ASLEXZ   ( -1)
 1509 ASLPY    ( -1)
 1511 ASLYZ    ( -1)
 1486 ASRB     ( -1)
 1486 ASRB     ( -2)
 1487 ASRS     ( -1)
 1487 ASRS     ( -2)

Mean of dependent variable        0.593740733

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.020794486       0.041725719   0.49836     1.000000
 1530 ASRBZZ  (  0)       0.953484003       0.038100310  25.02562     0.603811
 1531 ASRSZ   (  0)       0.345381895       0.150329362   2.29750    -0.016570
 1532 ASRSZZ  (  0)      -0.373065492       0.164088845  -2.27356    -0.007895

SE of equation            =     0.469576959
Sum of squared residuals  =  41.0134689       0.144548068E-09
Average absolute error    =     0.348314152
Sum of ABS residuals      =  66.1796889    
R squared                 =   0.93573
Durbin-Watson statistic   =   1.65795
Overid test: p-value      = 0.00484         (df =   5)
SMPL and No. Obs.         = 1966.1   2013.2    190
UDU for 2SLS              =  3.63178538    
 SMPL  1972.2  2013.2  ;                                                      
Sample period is now  1972.2 to  2013.2 Internally:    82 to   246
EST   150  ;                                                                  

Equation number =  150
**********************

Dependent variable = ASLE1   

 1972.2 -   2013.2,    0 missing obs.,  165 obs. used.

First stage regressors 

   40 C        (  0)
18979 ASLGZ    (  0)
18980 ASLEXZ   ( -1)
 1509 ASLPY    ( -1)
 1511 ASLYZ    ( -1)
 1486 ASRB     ( -1)
 1534 ASLE1    ( -1)
 1535 ASLEA    ( -1)

Iter   Rhos:  1
   1     0.271794046
   2     0.294770848
   3     0.299117017
   4     0.300017305
   5     0.300207129
   6     0.300247301
   7     0.300255809

Number of iterations for RHO =    7


Mean of dependent variable        0.001121635

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.012096623       0.008244491   1.46724     1.000000
 1535 ASLEA   (  0)       0.049020995       0.029238813   1.67657    -0.221883
    0 RHO     ( -1)       0.300255809       0.084278348   3.56267     0.000000

SE of equation            =     0.046110285
Sum of squared residuals  = 0.344437652       0.458512896E-06
Average absolute error    =     0.031341667
Sum of ABS residuals      =  5.17137502    
R squared                 =   0.08824
Durbin-Watson statistic   =   1.94774
Overid test: p-value      = 0.04704         (df =   6)
SMPL and No. Obs.         = 1972.2   2013.2    165
UDU for 2SLS              = 0.266322635E-01
@ SPECIAL AS                                                                  
 SMPL  1976.1  2006.4 ;                                                       
Sample period is now  1976.1 to  2006.4 Internally:    97 to   220
EST   151  ;                                                                  

Equation number =  151
**********************

Dependent variable = ASLF    

 1976.1 -   2006.4,    0 missing obs.,  124 obs. used.

Mean of dependent variable        0.249081458

                     Coef est             SE           T statistic      Mean
 1520 ASLEE   (  0)       1.003755336       0.002188200 458.71288     0.239863
 1526 ASLRSZ  (  0)       1.141532296       0.071528385  15.95915     0.007178

SE of equation            =     0.006524357
Sum of squared residuals  = 0.519320192E-02   0.154742217E-01
Average absolute error    =     0.004280373
Sum of ABS residuals      = 0.530766275    
R squared                 =   0.99922
Durbin-Watson statistic   =   1.95323
SMPL and No. Obs.         = 1976.1   2006.4    124
 SMPL  1966.1  2012.4  ;                                                      
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
EST   152  ;                                                                  

Equation number =  152
**********************

Dependent variable = ASLPXA  

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Iter   Rhos:  1            2
   1     1.344825520 -0.374915481
   2     1.344781147 -0.375194491
   3     1.344780306 -0.375195874

Number of iterations for RHO =    3


Mean of dependent variable       -0.007011183

                     Coef est             SE           T statistic      Mean
 1537 ASLPXB  (  0)       0.491544319       0.060304624   8.15102    -0.161560
    0 RHO     ( -1)       1.344780306       0.067895927  19.80649     0.000000
    0 RHO     ( -2)      -0.375195874       0.067897506  -5.52592     0.000000

SE of equation            =     0.032058274
Sum of squared residuals  = 0.190130596       0.345012320    
Average absolute error    =     0.021977360
Sum of ABS residuals      =  4.13174370    
R squared                 =   0.97624
Durbin-Watson statistic   =   1.89757
SMPL and No. Obs.         = 1966.1   2012.4    188
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST   153  ;                                                                  

Equation number =  153
**********************

Dependent variable = ASLJ1   

 1966.1 -   2013.2,    0 missing obs.,  190 obs. used.

Iter   Rhos:  1
   1     0.349485023
   2     0.394124871
   3     0.399541199
   4     0.400223050
   5     0.400309345
   6     0.400320274
   7     0.400321658

Number of iterations for RHO =    7


Mean of dependent variable        0.004659488

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.008231994       0.001620257   5.08067     1.000000
   23 T       (  0)      -0.000013053       0.000009372  -1.39278   151.500000
 1523 ASLEXL  ( -1)      -0.209009950       0.032703645  -6.39103     0.011640
 1522 ASLY1   (  0)       0.094957244       0.029437824   3.22569     0.008464
    0 RHO     ( -1)       0.400321658       0.073029102   5.48167     0.000000

SE of equation            =     0.004128019
Sum of squared residuals  = 0.315249954E-02  -0.224012930E-07
Average absolute error    =     0.003229446
Sum of ABS residuals      = 0.613594728    
R squared                 =   0.36958
Durbin-Watson statistic   =   2.05611
SMPL and No. Obs.         = 1966.1   2013.2    190
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST   154  ;                                                                  

Equation number =  154
**********************

Dependent variable = ASLL1Z  

 1966.1 -   2013.2,    0 missing obs.,  190 obs. used.

First stage regressors 

   40 C        (  0)
18979 ASLGZ    (  0)
18980 ASLEXZ   ( -1)
 1509 ASLPY    ( -1)
 1511 ASLYZ    ( -1)
 1486 ASRB     ( -1)
 1524 ASLL1Z   ( -1)
   23 T        (  0)
 1491 ASUR     ( -1)

Mean of dependent variable       -0.471311448

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.053425862       0.015545783  -3.43668     1.000000
   23 T       (  0)       0.000058414       0.000016478   3.54509   151.500000
 1524 ASLL1Z  ( -1)       0.899465916       0.029128095  30.87967    -0.471760
 1491 ASUR    (  0)      -0.040313512       0.015577850  -2.58787     0.059614

SE of equation            =     0.003906213
Sum of squared residuals  = 0.283808164E-02  -0.569067016E-10
Average absolute error    =     0.002977596
Sum of ABS residuals      = 0.565743210    
R squared                 =   0.98217
Durbin-Watson statistic   =   1.76835
Overid test: p-value      = 0.38080         (df =   5)
SMPL and No. Obs.         = 1966.1   2013.2    190
UDU for 2SLS              = 0.791116149E-04
@ SO                                                                          
 SMPL  1962.1 2012.4 ;                                                        
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   155  ;                                                                  

Equation number =  155
**********************

Dependent variable = SOLIMZ  

 1962.1 -   2012.4,    0 missing obs.,  204 obs. used.

Mean of dependent variable        7.529782949

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.350014355       0.427980579  -0.81783     1.000000
 1601 SOLIMZ  ( -1)       0.914202610       0.034928255  26.17373     7.525196
 1600 SOLCIGZ (  0)       0.112694058       0.068750789   1.63917     8.896536
 1620 SOLPYZZ (  0)       0.017463513       0.034051131   0.51286    -0.134157

SE of equation            =     0.070299736
Sum of squared residuals  = 0.988410578      -0.678140211E-09
Average absolute error    =     0.053260432
Sum of ABS residuals      =  10.8651282    
R squared                 =   0.92079
Durbin-Watson statistic   =   1.83164
SMPL and No. Obs.         = 1962.1   2012.4    204
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   156  ;                                                                  

Equation number =  156
**********************

Dependent variable = SOLCZ   

 1962.1 -   2012.4,    0 missing obs.,  204 obs. used.

First stage regressors 

   40 C        (  0)
18981 SOLGZ    (  0)
18982 SOLEXZ   ( -1)
 1602 SOLPY    ( -1)
 1604 SOLYZ    ( -1)
 1579 SORB     ( -1)
 1607 SOLCZ    ( -1)
 1580 SORS     ( -1)

Mean of dependent variable        8.405286660

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.083659290       0.124368700   0.67267     1.000000
 1607 SOLCZ   ( -1)       0.955176411       0.027079437  35.27313     8.402837
 1580 SORS    ( -1)      -0.000597126       0.000298981  -1.99721     9.189248
 1604 SOLYZ   (  0)       0.033718140       0.028035809   1.20268     8.924656

SE of equation            =     0.019497098
Sum of squared residuals  = 0.760273663E-01   0.143276679E-08
Average absolute error    =     0.014310695
Sum of ABS residuals      =  2.91938184    
R squared                 =   0.96446
Durbin-Watson statistic   =   2.23264
Overid test: p-value      = 0.00002         (df =   4)
SMPL and No. Obs.         = 1962.1   2012.4    204
UDU for 2SLS              = 0.992938460E-02
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   157  ;                                                                  

Equation number =  157
**********************

Dependent variable = SOLI    

 1962.1 -   2012.4,    0 missing obs.,  204 obs. used.

First stage regressors 

   40 C        (  0)
18981 SOLGZ    (  0)
18982 SOLEXZ   ( -1)
 1602 SOLPY    ( -1)
 1604 SOLYZ    ( -1)
 1579 SORB     ( -1)
 1632 SOLI     ( -1)
 1633 SOLY     ( -1)

Mean of dependent variable       10.840938047

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.074036057       0.090563093   0.81751     1.000000
 1632 SOLI    ( -1)       0.954572370       0.014136579  67.52499    10.832884
 1633 SOLY    (  0)       0.037300775       0.013714946   2.71972    12.428498
 1579 SORB    ( -1)      -0.003416450       0.000771330  -4.42930    10.965212

SE of equation            =     0.037972606
Sum of squared residuals  = 0.288383758      -0.105445075E-08
Average absolute error    =     0.027554976
Sum of ABS residuals      =  5.62121515    
R squared                 =   0.98852
Durbin-Watson statistic   =   2.11816
Overid test: p-value      = 0.00426         (df =   4)
SMPL and No. Obs.         = 1962.1   2012.4    204
UDU for 2SLS              = 0.215185061E-01
 SMPL  1962.1 2012.4 ;                                                        
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   158  ;                                                                  

Equation number =  158
**********************

Dependent variable = SOLPY   

 1962.1 -   2012.4,    0 missing obs.,  204 obs. used.

First stage regressors 

   40 C        (  0)
18981 SOLGZ    (  0)
18982 SOLEXZ   ( -1)
 1602 SOLPY    ( -1)
 1604 SOLYZ    ( -1)
 1579 SORB     ( -1)
   23 T        (  0)
 1603 SOLPM    ( -1)
 1592 SOZZ     ( -1)

Mean of dependent variable       -1.886876587

                     Coef est             SE           T statistic      Mean
 1602 SOLPY   ( -1)       0.953586630       0.009253462 103.05187    -1.910314
   40 C       (  0)       0.024081797       0.036084367   0.66737     1.000000
   23 T       (  0)      -0.000030275       0.000171072  -0.17697   142.500000
 1603 SOLPM   (  0)       0.048492704       0.008287384   5.85139    -1.752720

SE of equation            =     0.017077699
Sum of squared residuals  = 0.583295621E-01  -0.291414948E-10
Average absolute error    =     0.013069479
Sum of ABS residuals      =  2.66617375    
R squared                 =   0.99989
Durbin-Watson statistic   =   1.86944
Overid test: p-value      = 0.00000         (df =   5)
SMPL and No. Obs.         = 1962.1   2012.4    204
UDU for 2SLS              = 0.963969355E-02
 SMPL  1972.2  2012.4  ;                                                      
Sample period is now  1972.2 to  2012.4 Internally:    82 to   244
EST   159  ;                                                                  

Equation number =  159
**********************

Dependent variable = SORS    

 1972.2 -   2012.4,    0 missing obs.,  163 obs. used.

First stage regressors 

   40 C        (  0)
18981 SOLGZ    (  0)
18982 SOLEXZ   ( -1)
 1602 SOLPY    ( -1)
 1604 SOLYZ    ( -1)
 1579 SORB     ( -1)
 1580 SORS     ( -1)
 1580 SORS     ( -2)
   18 USRS     ( -1)

Iter   Rhos:  1
   1     0.423233077
   2     0.461640663
   3     0.473808407
   4     0.478431134
   5     0.480297783
   6     0.481069530
   7     0.481391678
   8     0.481526687
   9     0.481583363
  10     0.481607171
  11     0.481617176
  12     0.481621380

Number of iterations for RHO =   12


Mean of dependent variable       10.486482699

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.371309314       0.472786240   0.78536     1.000000
 1580 SORS    ( -1)       0.900389657       0.042222496  21.32488    10.492556
   18 USRS    (  0)       0.125919686       0.048676452   2.58687     5.302119
    0 RHO     ( -1)       0.481621380       0.091673897   5.25364     0.000000

SE of equation            =     0.978017444
Sum of squared residuals  =  152.086381      -0.204543360E-06
Average absolute error    =     0.596395540
Sum of ABS residuals      =  97.2124731    
R squared                 =   0.95089
Durbin-Watson statistic   =   2.00523
Overid test: p-value      = 0.01584         (df =   6)
SMPL and No. Obs.         = 1972.2   2012.4    163
UDU for 2SLS              =  14.5898726    
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   160  ;                                                                  

Equation number =  160
**********************

Dependent variable = SORBZ   

 1962.1 -   2012.4,    0 missing obs.,  204 obs. used.

First stage regressors 

   40 C        (  0)
18981 SOLGZ    (  0)
18982 SOLEXZ   ( -1)
 1602 SOLPY    ( -1)
 1604 SOLYZ    ( -1)
 1579 SORB     ( -1)
 1579 SORB     ( -2)
 1580 SORS     ( -1)
 1580 SORS     ( -2)

Mean of dependent variable        1.787793725

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.148902144       0.083159296   1.79057     1.000000
 1622 SORBZZ  (  0)       0.919553382       0.039651488  23.19089     1.779558
 1623 SORSZ   (  0)       0.836720347       0.325075073   2.57393     0.007925
 1624 SORSZZ  (  0)      -1.151187380       0.448633275  -2.56599     0.003595

SE of equation            =     0.648000878
Sum of squared residuals  =  83.9810276       0.779794673E-09
Average absolute error    =     0.452980935
Sum of ABS residuals      =  92.4081107    
R squared                 =   0.93602
Durbin-Watson statistic   =   1.99152
Overid test: p-value      = 0.06921         (df =   5)
SMPL and No. Obs.         = 1962.1   2012.4    204
UDU for 2SLS              =  4.20763437    
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   161  ;                                                                  

Equation number =  161
**********************

Dependent variable = SOLPXA  

 1962.1 -   2012.4,    0 missing obs.,  204 obs. used.

Iter   Rhos:  1            2
   1     0.869103080  0.100752109
   2     0.859839032  0.114456410
   3     0.859823878  0.114522712
   4     0.859823737  0.114523362

Number of iterations for RHO =    4


Mean of dependent variable       -0.138654711

                     Coef est             SE           T statistic      Mean
 1629 SOLPXB  (  0)       0.636068814       0.054920292  11.58167    -0.267590
    0 RHO     ( -1)       0.859823737       0.070323574  12.22668     0.000000
    0 RHO     ( -2)       0.114523362       0.070328531   1.62841     0.000000

SE of equation            =     0.040296457
Sum of squared residuals  = 0.326384696       0.213563810    
Average absolute error    =     0.027752512
Sum of ABS residuals      =  5.66151243    
R squared                 =   0.94611
Durbin-Watson statistic   =   2.01425
SMPL and No. Obs.         = 1962.1   2012.4    204
@ KO                                                                          
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   162  ;                                                                  

Equation number =  162
**********************

Dependent variable = KOLIMZ  

 1974.1 -   2012.4,    0 missing obs.,  156 obs. used.

Mean of dependent variable        6.330518157

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.651669666       0.191036447  -3.41123     1.000000
 1689 KOLIMZ  ( -1)       0.896593220       0.026597755  33.70936     6.309067
 1688 KOLCIGZ (  0)       0.169800546       0.045518505   3.73036     7.806344

SE of equation            =     0.049725584
Sum of squared residuals  = 0.378312959      -0.272446066E-09
Average absolute error    =     0.032795825
Sum of ABS residuals      =  5.11614877    
R squared                 =   0.99761
Durbin-Watson statistic   =   1.87374
SMPL and No. Obs.         = 1974.1   2012.4    156
 SMPL  1974.1 2012.4 ;                                                        
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   163  ;                                                                  

Equation number =  163
**********************

Dependent variable = KOLCZ   

 1974.1 -   2012.4,    0 missing obs.,  156 obs. used.

First stage regressors 

   40 C        (  0)
18983 KOLGZ    (  0)
18984 KOLEXZ   ( -1)
 1690 KOLPY    ( -1)
 1692 KOLYZ    ( -1)
 1667 KORB     ( -1)
 1695 KOLCZ    ( -1)

Mean of dependent variable        7.225657926

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.200562504       0.051637842   3.88402     1.000000
 1695 KOLCZ   ( -1)       0.861432286       0.043755782  19.68728     7.214338
 1692 KOLYZ   (  0)       0.106183604       0.039198021   2.70890     7.741363
 1667 KORB    (  0)      -0.000919143       0.000584730  -1.57191    12.592476

SE of equation            =     0.018598838
Sum of squared residuals  = 0.525793506E-01   0.131545281E-07
Average absolute error    =     0.011168480
Sum of ABS residuals      =  1.74228281    
R squared                 =   0.99896
Durbin-Watson statistic   =   1.88672
Overid test: p-value      = 0.00621         (df =   3)
SMPL and No. Obs.         = 1974.1   2012.4    156
UDU for 2SLS              = 0.416987254E-02
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   164  ;                                                                  

Equation number =  164
**********************

Dependent variable = KOLI    

 1974.1 -   2012.4,    0 missing obs.,  156 obs. used.

First stage regressors 

   40 C        (  0)
18983 KOLGZ    (  0)
18984 KOLEXZ   ( -1)
 1690 KOLPY    ( -1)
 1692 KOLYZ    ( -1)
 1667 KORB     ( -1)
 1720 KOLI     ( -1)
 1721 KOLY     ( -1)

Mean of dependent variable       10.254441509

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.102628377       0.083183560   1.23376     1.000000
 1720 KOLI    ( -1)       0.959946595       0.023925247  40.12275    10.236361
 1721 KOLY    (  0)       0.028310329       0.026943690   1.05072    11.495911

SE of equation            =     0.048705056
Sum of squared residuals  = 0.362943915       0.426209468E-08
Average absolute error    =     0.034076773
Sum of ABS residuals      =  5.31597666    
R squared                 =   0.99682
Durbin-Watson statistic   =   1.82813
Overid test: p-value      = 0.03664         (df =   5)
SMPL and No. Obs.         = 1974.1   2012.4    156
UDU for 2SLS              = 0.276118747E-01
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   165  ;                                                                  

Equation number =  165
**********************

Dependent variable = KOLPY   

 1974.1 -   2012.4,    0 missing obs.,  156 obs. used.

First stage regressors 

   40 C        (  0)
18983 KOLGZ    (  0)
18984 KOLEXZ   ( -1)
 1690 KOLPY    ( -1)
 1692 KOLYZ    ( -1)
 1667 KORB     ( -1)
 1690 KOLPY    ( -2)
   23 T        (  0)
 1691 KOLPM    ( -1)
 1680 KOZZ     ( -1)
 1680 KOZZ     ( -2)

Mean of dependent variable       -0.644356836

                     Coef est             SE           T statistic      Mean
 1690 KOLPY   ( -1)       0.972661551       0.004945247 196.68615    -0.662324
   40 C       (  0)      -0.007432367       0.017563357  -0.42317     1.000000
   23 T       (  0)       0.000067543       0.000083960   0.80447   166.500000
 1680 KOZZ    ( -1)       0.116818225       0.031587926   3.69819    -0.033840

SE of equation            =     0.014448945
Sum of squared residuals  = 0.317333462E-01  -0.187597854E-11
Average absolute error    =     0.010940039
Sum of ABS residuals      =  1.70664608    
R squared                 =   0.99960
Durbin-Watson statistic   =   1.76309
Overid test: p-value      = 0.00099         (df =   7)
SMPL and No. Obs.         = 1974.1   2012.4    156
UDU for 2SLS              = 0.495507545E-02
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   166  ;                                                                  

Equation number =  166
**********************

Dependent variable = KOLM1Z  

 1974.1 -   2012.4,    0 missing obs.,  156 obs. used.

First stage regressors 

   40 C        (  0)
18983 KOLGZ    (  0)
18984 KOLEXZ   ( -1)
 1690 KOLPY    ( -1)
 1692 KOLYZ    ( -1)
 1667 KORB     ( -1)
 1696 KOLM1Z   ( -1)
 1697 KOLM1ZL  (  0)

Mean of dependent variable        6.615835428

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.098921036       0.066302180   1.49197     1.000000
 1697 KOLM1ZL (  0)       0.926373627       0.038230919  24.23101     6.584894
 1692 KOLYZ   (  0)       0.053846111       0.037840455   1.42298     7.741363

SE of equation            =     0.059717990
Sum of squared residuals  = 0.545634459      -0.217347029E-09
Average absolute error    =     0.043297866
Sum of ABS residuals      =  6.75446705    
R squared                 =   0.99169
Durbin-Watson statistic   =   2.45568
Overid test: p-value      = 0.00938         (df =   5)
SMPL and No. Obs.         = 1974.1   2012.4    156
UDU for 2SLS              = 0.533091738E-01
 SMPL  1974.1 2012.4 ;                                                        
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   167  ;                                                                  

Equation number =  167
**********************

Dependent variable = KORBZ   

 1974.1 -   2012.4,    0 missing obs.,  156 obs. used.

First stage regressors 

   40 C        (  0)
18983 KOLGZ    (  0)
18984 KOLEXZ   ( -1)
 1690 KOLPY    ( -1)
 1692 KOLYZ    ( -1)
 1667 KORB     ( -1)
 1667 KORB     ( -2)
 1668 KORS     ( -1)
 1668 KORS     ( -2)

Mean of dependent variable        1.855745705

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.119699082       0.121088148   0.98853     1.000000
 1710 KORBZZ  (  0)       0.912816062       0.042383102  21.53726     1.954229
 1711 KORSZ   (  0)       0.387189863       0.156951584   2.46694    -0.155150
 1712 KORSZZ  (  0)      -0.159835483       0.184700830  -0.86538    -0.076752

SE of equation            =     0.998740752
Sum of squared residuals  =  151.617430       0.998142125E-10
Average absolute error    =     0.674183303
Sum of ABS residuals      =  105.172595    
R squared                 =   0.88130
Durbin-Watson statistic   =   2.05087
Overid test: p-value      = 0.00984         (df =   5)
SMPL and No. Obs.         = 1974.1   2012.4    156
UDU for 2SLS              =  14.7008803    
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   168  ;                                                                  

Equation number =  168
**********************

Dependent variable = KOLE1   

 1974.1 -   2012.4,    0 missing obs.,  156 obs. used.

First stage regressors 

   40 C        (  0)
18983 KOLGZ    (  0)
18984 KOLEXZ   ( -1)
 1690 KOLPY    ( -1)
 1692 KOLYZ    ( -1)
 1667 KORB     ( -1)
 1714 KOLE1    ( -1)
 1715 KOLEA    ( -1)

Iter   Rhos:  1
   1     0.313233076
   2     0.349245522
   3     0.360139249
   4     0.364000100
   5     0.365439286
   6     0.365985610
   7     0.366194418
   8     0.366274433
   9     0.366305124
  10     0.366316902
  11     0.366321422

Number of iterations for RHO =   11


Mean of dependent variable        0.006470044

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.010123945       0.006158052   1.64402     1.000000
 1715 KOLEA   (  0)       0.109425356       0.045676024   2.39568    -0.036073
    0 RHO     ( -1)       0.366321422       0.093417935   3.92132     0.000000

SE of equation            =     0.047244069
Sum of squared residuals  = 0.341496316      -0.564660210E-06
Average absolute error    =     0.025275863
Sum of ABS residuals      =  3.94303463    
R squared                 =   0.14703
Durbin-Watson statistic   =   1.92651
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1974.1   2012.4    156
UDU for 2SLS              = 0.107546691E-01
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   169  ;                                                                  

Equation number =  169
**********************

Dependent variable = KOLPXA  

 1974.1 -   2012.4,    0 missing obs.,  156 obs. used.

Iter   Rhos:  1            2
   1     1.235656866 -0.301062121
   2     1.210195453 -0.223698389
   3     1.155394864 -0.169355604
   4     1.151920945 -0.165925694
   5     1.151698428 -0.165706040
   6     1.151684168 -0.165691963
   7     1.151683254 -0.165691061

Number of iterations for RHO =    7


Mean of dependent variable        0.257416401

                     Coef est             SE           T statistic      Mean
 1717 KOLPXB  (  0)       0.865204121       0.069547870  12.44041    -0.209221
    0 RHO     ( -1)       1.151683254       0.083981478  13.71354     0.000000
    0 RHO     ( -2)      -0.165691061       0.082841195  -2.00010     0.000000

SE of equation            =     0.037881347
Sum of squared residuals  = 0.219554458      -0.160797434    
Average absolute error    =     0.022740984
Sum of ABS residuals      =  3.54759354    
R squared                 =   0.98122
Durbin-Watson statistic   =   1.89560
SMPL and No. Obs.         = 1974.1   2012.4    156
@ BE                                                                          
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   170  ;                                                                  

Equation number =  170
**********************

Dependent variable = BELIMZ  

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

First stage regressors 

   40 C        (  0)
18985 BELGZ    (  0)
18986 BELEXZ   ( -4)
 1782 BELPY    ( -4)
 1784 BELYZ    ( -4)
 1757 BERB     ( -4)
 1781 BELIMZ   ( -4)
 1798 BELPYZZ  ( -4)
 1780 BELCIGZ  ( -4)

Mean of dependent variable        9.304246910

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.081523848       1.294252124   0.06299     1.000000
 1781 BELIMZ  ( -4)       0.876571334       0.100931916   8.68478     9.259969
 1798 BELPYZZ (  0)       0.275554193       0.091795863   3.00181    -0.201154
 1780 BELCIGZ (  0)       0.116200325       0.219959299   0.52828     9.992473

SE of equation            =     0.050414097
Sum of squared residuals  = 0.119454314       0.769294672E-08
Average absolute error    =     0.036460329
Sum of ABS residuals      =  1.85947680    
R squared                 =   0.99416
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1962.1   2012.4     51
UDU for 2SLS              = 0.385190308E-01
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   171  ;                                                                  

Equation number =  171
**********************

Dependent variable = BELCZ   

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

First stage regressors 

   40 C        (  0)
18985 BELGZ    (  0)
18986 BELEXZ   ( -4)
 1782 BELPY    ( -4)
 1784 BELYZ    ( -4)
 1757 BERB     ( -4)
 1787 BELCZ    ( -4)

Mean of dependent variable        9.377265123

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.228034205       0.073345005   3.10906     1.000000
 1787 BELCZ   ( -4)       0.804986242       0.085784837   9.38378     9.356475
 1784 BELYZ   (  0)       0.161832358       0.085077396   1.90218     9.994278

SE of equation            =     0.013387055
Sum of squared residuals  = 0.860223604E-02  -0.182242914E-07
Average absolute error    =     0.010436729
Sum of ABS residuals      = 0.532273184    
R squared                 =   0.99829
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1962.1   2012.4     51
UDU for 2SLS              = 0.152739768E-02
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   172  ;                                                                  

Equation number =  172
**********************

Dependent variable = BELI    

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

First stage regressors 

   40 C        (  0)
18985 BELGZ    (  0)
18986 BELEXZ   ( -4)
 1782 BELPY    ( -4)
 1784 BELYZ    ( -4)
 1757 BERB     ( -4)
 1812 BELI     ( -4)
 1813 BELY     ( -4)

Mean of dependent variable       10.705871025

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.461606433       0.246808975   1.87030     1.000000
 1812 BELI    ( -4)       0.599320839       0.092192904   6.50073    10.681002
 1813 BELY    (  0)       0.321258424       0.086241637   3.72510    12.299173
 1757 BERB    (  0)      -0.015052276       0.003299450  -4.56206     7.194607

SE of equation            =     0.046525419
Sum of squared residuals  = 0.101736886       0.109848841E-08
Average absolute error    =     0.033454522
Sum of ABS residuals      =  1.70618064    
R squared                 =   0.98395
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1962.1   2012.4     51
UDU for 2SLS              = 0.115555794E-01
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   173  ;                                                                  

Equation number =  173
**********************

Dependent variable = BELPY   

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable       -0.681138125

                     Coef est             SE           T statistic      Mean
 1782 BELPY   ( -4)       0.975941811       0.032074500  30.42734    -0.717669
   40 C       (  0)       0.093152784       0.039295049   2.37060     1.000000
   29 TN      (  0)      -0.001601794       0.000826125  -1.93892    28.000000
 1783 BELPM   (  0)       0.053008965       0.026992944   1.96381    -0.479984
 1770 BEZZ    ( -4)       0.316680493       0.196252642   1.61364    -0.011348

SE of equation            =     0.019728500
Sum of squared residuals  = 0.179038304E-01  -0.132175694E-11
Average absolute error    =     0.012595846
Sum of ABS residuals      = 0.642388146    
R squared                 =   0.99897
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   174  ;                                                                  

Equation number =  174
**********************

Dependent variable = BELM1Z  

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable        8.949605418

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.505876255       0.238322721   2.12265     1.000000
 1788 BELM1Z  ( -4)       0.923684440       0.042595549  21.68500     8.932334
 1758 BERS    (  0)      -0.009197058       0.001728614  -5.32048     5.077324
 1784 BELYZ   (  0)       0.023990522       0.024584052   0.97586     9.994278

SE of equation            =     0.034132267
Sum of squared residuals  = 0.547555474E-01   0.101595177E-09
Average absolute error    =     0.022976076
Sum of ABS residuals      =  1.17177987    
R squared                 =   0.97272
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
 SMPL  1972.1  1998.4  ;                                                      
Sample period is now  1972.1 to  1998.4 Internally:    81 to   188
EST   175  ;                                                                  

Equation number =  175
**********************

Dependent variable = BERSA   

 1972.1 -   1998.4,   81 missing obs.,   27 obs. used.

Mean of dependent variable        6.987961111

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.713696415       1.093174400   0.65287     1.000000
 1758 BERS    ( -4)       0.600402750       0.169476458   3.54269     6.993208
   10 GEGERSN (  0)       0.419372208       0.189329456   2.21504     6.014229
 1795 BEPCPY  (  0)       0.025047088       0.100223052   0.24991     4.651509
 1770 BEZZ    (  0)      34.227302105      27.105542723   1.26274    -0.016454

SE of equation            =     1.491267040
Sum of squared residuals  =  48.9253024       0.362820884E-12
Average absolute error    =     1.036981306
Sum of ABS residuals      =  27.9984953    
R squared                 =   0.72094
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1972.1   1998.4     27
 SMPL  1962.1  1998.4  ;                                                      
Sample period is now  1962.1 to  1998.4 Internally:    41 to   188
EST   176  ;                                                                  

Equation number =  176
**********************

Dependent variable = BERBZ   

 1962.1 -   1998.4,  111 missing obs.,   37 obs. used.

Mean of dependent variable        2.260135405

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.509113425       0.247783080   2.05467     1.000000
 1800 BERBZZ  (  0)       0.752603503       0.095414168   7.88775     2.312735
 1801 BERSZ   (  0)       0.378431582       0.067054799   5.64362     0.027612

SE of equation            =     0.695719344
Sum of squared residuals  =  16.4568638      -0.154987134E-12
Average absolute error    =     0.500635389
Sum of ABS residuals      =  18.5235094    
R squared                 =   0.83655
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   1998.4     37
 SMPL  1972.1  1998.4  ;                                                      
Sample period is now  1972.1 to  1998.4 Internally:    81 to   188
EST   177  ;                                                                  

Equation number =  177
**********************

Dependent variable = BELH1   

 1972.1 -   1998.4,   81 missing obs.,   27 obs. used.

Mean of dependent variable        0.014390652

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.035891521       0.011615477   3.08997     1.000000
 1807 BELHA   (  0)       0.171345846       0.081387192   2.10532    -0.125482

SE of equation            =     0.028753581
Sum of squared residuals  = 0.206692100E-01   0.876035355E-16
Average absolute error    =     0.018012186
Sum of ABS residuals      = 0.486329026    
R squared                 =   0.15059
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1972.1   1998.4     27
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   178  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   179  ;                                                                  

Equation number =  179
**********************

Dependent variable = BELJ1   

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable        0.004550162

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.021867243       0.004758679  -4.59523     1.000000
   29 TN      (  0)       0.000533236       0.000107072   4.98014    28.000000
 1793 BELEXL  ( -4)      -0.196524592       0.106879411  -1.83875     0.000127
 1792 BELY1   (  0)       0.439401461       0.081979142   5.35992     0.026199

SE of equation            =     0.009153045
Sum of squared residuals  = 0.393757734E-02   0.717741838E-15
Average absolute error    =     0.006797130
Sum of ABS residuals      = 0.346653605    
R squared                 =   0.42149
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   180  ;                                                                  

Equation number =  180
**********************

Dependent variable = BELL1Z  

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable       -0.653858113

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.115208625       0.053443873  -2.15569     1.000000
   29 TN      (  0)       0.000142629       0.000097626   1.46098    28.000000
 1794 BELL1Z  ( -4)       0.826813927       0.081549881  10.13875    -0.653960
 1762 BEUR    (  0)      -0.025976729       0.037520238  -0.69234     0.074691

SE of equation            =     0.007173883
Sum of squared residuals  = 0.241883587E-02   0.244038123E-11
Average absolute error    =     0.004526507
Sum of ABS residuals      = 0.230851880    
R squared                 =   0.77740
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
@ DE                                                                          
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   181  ;                                                                  

Equation number =  181
**********************

Dependent variable = DELIMZ  

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

First stage regressors 

   40 C        (  0)
18987 DELGZ    (  0)
18988 DELEXZ   ( -4)
 1869 DELPY    ( -4)
 1871 DELYZ    ( -4)
 1846 DERB     ( -4)
 1868 DELIMZ   ( -4)
 1885 DELPYZZ  ( -4)
 1867 DELCIGZ  ( -4)

Mean of dependent variable        3.930528812

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.264658474       0.678566914  -1.86372     1.000000
 1868 DELIMZ  ( -4)       0.825932380       0.067615728  12.21509     3.883860
 1867 DELCIGZ (  0)       0.380295464       0.173521765   2.19163     5.249258
 1885 DELPYZZ (  0)       0.046954628       0.108443977   0.43299    -0.189269

SE of equation            =     0.051449347
Sum of squared residuals  = 0.124410659       0.101710418E-08
Average absolute error    =     0.039248950
Sum of ABS residuals      =  2.00169647    
R squared                 =   0.99479
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1962.1   2012.4     51
UDU for 2SLS              = 0.541794657E-01
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   182  ;                                                                  

Equation number =  182
**********************

Dependent variable = DELCZ   

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

First stage regressors 

   40 C        (  0)
18987 DELGZ    (  0)
18988 DELEXZ   ( -4)
 1869 DELPY    ( -4)
 1871 DELYZ    ( -4)
 1846 DERB     ( -4)
 1874 DELCZ    ( -4)
 1872 DEAZ     ( -4)

Mean of dependent variable        4.639272019

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.234657595       0.061937547   3.78862     1.000000
 1874 DELCZ   ( -4)       0.623066705       0.097933341   6.36215     4.623483
 1871 DELYZ   (  0)       0.287128391       0.081789640   3.51057     5.307299

SE of equation            =     0.021626867
Sum of squared residuals  = 0.224506261E-01  -0.604161166E-09
Average absolute error    =     0.017386363
Sum of ABS residuals      = 0.886704535    
R squared                 =   0.99139
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1962.1   2012.4     51
UDU for 2SLS              = 0.481447640E-02
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   183  ;                                                                  

Equation number =  183
**********************

Dependent variable = DELI    

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

First stage regressors 

   40 C        (  0)
18987 DELGZ    (  0)
18988 DELEXZ   ( -4)
 1869 DELPY    ( -4)
 1871 DELYZ    ( -4)
 1846 DERB     ( -4)
 1899 DELI     ( -4)
 1900 DELY     ( -4)

Mean of dependent variable        5.145929012

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.906731796       0.370411019  -2.44791     1.000000
 1899 DELI    ( -4)       0.573678714       0.094684457   6.05885     5.118848
 1900 DELY    (  0)       0.459338443       0.118054190   3.89091     6.946513
 1846 DERB    (  0)      -0.008426316       0.002661131  -3.16644     8.866711

SE of equation            =     0.061215380
Sum of squared residuals  = 0.176124167       0.481786167E-09
Average absolute error    =     0.044345017
Sum of ABS residuals      =  2.26159586    
R squared                 =   0.98023
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1962.1   2012.4     51
UDU for 2SLS              = 0.566165225E-01
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   184  ;                                                                  

Equation number =  184
**********************

Dependent variable = DELPY   

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable       -0.729863730

                     Coef est             SE           T statistic      Mean
 1869 DELPY   ( -4)       0.920814410       0.043093882  21.36764    -0.779124
   40 C       (  0)       0.043977541       0.041291035   1.06506     1.000000
   29 TN      (  0)      -0.000556405       0.000925640  -0.60110    28.000000
 1870 DELPM   (  0)       0.075534858       0.037478912   2.01540    -0.540595

SE of equation            =     0.021813490
Sum of squared residuals  = 0.223639332E-01   0.157527463E-11
Average absolute error    =     0.016267443
Sum of ABS residuals      = 0.829639571    
R squared                 =   0.99926
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
@ SPECIAL DE                                                                  
 SMPL 1962.1 2008.4 ;                                                         
Sample period is now  1962.1 to  2008.4 Internally:    41 to   228
EST   185  ;                                                                  

Equation number =  185
**********************

Dependent variable = DELM1Z  

 1962.1 -   2008.4,  141 missing obs.,   47 obs. used.

Mean of dependent variable        3.920702364

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.576271440       0.290479774  -1.98386     1.000000
 1876 DELM1ZL (  0)       0.777156114       0.060772154  12.78803     3.834488
 1847 DERS    (  0)      -0.007841699       0.002789718  -2.81093     7.969556
 1871 DELYZ   (  0)       0.299133377       0.098158988   3.04744     5.280162

SE of equation            =     0.049685181
Sum of squared residuals  = 0.106150540      -0.169300574E-09
Average absolute error    =     0.039524327
Sum of ABS residuals      =  1.85764339    
R squared                 =   0.99033
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2008.4     47
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   186  ;                                                                  

Equation number =  186
**********************

Dependent variable = DERS    

 1972.1 -   2012.4,  123 missing obs.,   41 obs. used.

Mean of dependent variable        7.684069371

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.516758864       0.684352233  -0.75511     1.000000
 1847 DERS    ( -4)       0.631479075       0.097440279   6.48068     7.846752
   10 GEGERSN (  0)       0.503314423       0.155379086   3.23927     4.793157
 1859 DEZZ    (  0)      14.197741325      13.626467077   1.04192    -0.015084
 1882 DEPCPY  (  0)       0.222387315       0.104961949   2.11874     4.710103

SE of equation            =     1.999397174
Sum of squared residuals  =  143.913206       0.786037901E-13
Average absolute error    =     1.324361848
Sum of ABS residuals      =  54.2988358    
R squared                 =   0.84293
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1972.1   2012.4     41
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   187  ;                                                                  

Equation number =  187
**********************

Dependent variable = DERBZ   

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable        1.342851486

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.347775122       0.211291475   1.64595     1.000000
 1887 DERBZZ  (  0)       0.726646972       0.098763573   7.35744     1.433571
 1888 DERSZ   (  0)       0.419363034       0.077404212   5.41783    -0.111176

SE of equation            =     1.094031933
Sum of squared residuals  =  57.4514818       0.199840144E-13
Average absolute error    =     0.767589559
Sum of ABS residuals      =  39.1470675    
R squared                 =   0.75159
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   188  ;                                                                  

Equation number =  188
**********************

Dependent variable = DELH1Z  

 1972.1 -   2012.4,  123 missing obs.,   41 obs. used.

Mean of dependent variable       -0.227903232

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.227903232       0.003987325 -57.15692     1.000000

SE of equation            =     0.025531339
Sum of squared residuals  = 0.260739716E-01   0.324740235E-14
Average absolute error    =     0.020363992
Sum of ABS residuals      = 0.834923666    
R squared                 =   0.00000
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1972.1   2012.4     41
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   189  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   190  ;                                                                  

Equation number =  190
**********************

Dependent variable = DELJ1   

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable        0.004636557

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.000552139       0.004597994  -0.12008     1.000000
   29 TN      (  0)       0.000023582       0.000120982   0.19492    28.000000
 1880 DELEXL  ( -4)      -0.410299440       0.074421853  -5.51316     0.005589
 1879 DELY1   (  0)       0.308550958       0.074595013   4.13635     0.022109

SE of equation            =     0.011296406
Sum of squared residuals  = 0.599761258E-02   0.753086829E-15
Average absolute error    =     0.008453711
Sum of ABS residuals      = 0.431139247    
R squared                 =   0.55672
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
@ NO                                                                          
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   191  ;                                                                  

Equation number =  191
**********************

Dependent variable = NOLIMZ  

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

First stage regressors 

   40 C        (  0)
18989 NOLGZ    (  0)
18990 NOLEXZ   ( -4)
 1958 NOLPY    ( -4)
 1960 NOLYZ    ( -4)
 1935 NORB     ( -4)
 1957 NOLIMZ   ( -4)
 1974 NOLPYZZ  ( -4)
 1956 NOLCIGZ  ( -4)

Mean of dependent variable        4.184532823

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.340446731       0.439973721   0.77379     1.000000
 1957 NOLIMZ  ( -4)       0.667458817       0.134279404   4.97067     4.150433
 1974 NOLPYZZ (  0)       0.197267070       0.067320578   2.93026    -0.551058
 1956 NOLCIGZ (  0)       0.218654797       0.162334425   1.34694     5.408289

SE of equation            =     0.051773091
Sum of squared residuals  = 0.125981289       0.597593530E-09
Average absolute error    =     0.037681356
Sum of ABS residuals      =  1.92174918    
R squared                 =   0.98841
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1962.1   2012.4     51
UDU for 2SLS              = 0.182230330E-01
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   192  ;                                                                  

Equation number =  192
**********************

Dependent variable = NOLCZ   

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

First stage regressors 

   40 C        (  0)
18989 NOLGZ    (  0)
18990 NOLEXZ   ( -4)
 1958 NOLPY    ( -4)
 1960 NOLYZ    ( -4)
 1935 NORB     ( -4)
 1963 NOLCZ    ( -4)

Mean of dependent variable        4.747920061

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.040988840       0.042271805   0.96965     1.000000
 1963 NOLCZ   ( -4)       0.934043657       0.047297926  19.74809     4.723735
 1960 NOLYZ   (  0)       0.052989608       0.041471259   1.27774     5.562527

SE of equation            =     0.021658908
Sum of squared residuals  = 0.225171974E-01   0.825028934E-11
Average absolute error    =     0.015618353
Sum of ABS residuals      = 0.796536016    
R squared                 =   0.99640
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1962.1   2012.4     51
UDU for 2SLS              = 0.501973746E-02
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   193  ;                                                                  

Equation number =  193
**********************

Dependent variable = NOLI    

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

First stage regressors 

   40 C        (  0)
18989 NOLGZ    (  0)
18990 NOLEXZ   ( -4)
 1958 NOLPY    ( -4)
 1960 NOLYZ    ( -4)
 1935 NORB     ( -4)
 1988 NOLI     ( -4)
 1936 NORS     ( -4)
 1989 NOLY     ( -4)

Mean of dependent variable        5.447057350

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.174214592       0.137843979   1.26385     1.000000
 1988 NOLI    ( -4)       0.895989165       0.067266840  13.31992     5.417635
 1989 NOLY    (  0)       0.066165221       0.054741210   1.20869     7.002097
 1936 NORS    (  0)      -0.006261331       0.002652650  -2.36041     7.122257

SE of equation            =     0.066218205
Sum of squared residuals  = 0.206087980       0.262243560E-10
Average absolute error    =     0.053400123
Sum of ABS residuals      =  2.72340625    
R squared                 =   0.97286
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1962.1   2012.4     51
UDU for 2SLS              = 0.445178421E-01
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   194  ;                                                                  

Equation number =  194
**********************

Dependent variable = NOLPY   

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

First stage regressors 

   40 C        (  0)
18989 NOLGZ    (  0)
18990 NOLEXZ   ( -4)
 1958 NOLPY    ( -4)
 1960 NOLYZ    ( -4)
 1935 NORB     ( -4)
   29 TN       (  0)
 1959 NOLPM    ( -4)
 1948 NOZZ     ( -4)

Mean of dependent variable       -0.866580994

                     Coef est             SE           T statistic      Mean
 1958 NOLPY   ( -4)       0.826974967       0.135191226   6.11708    -0.918571
   40 C       (  0)      -0.247288260       0.236651187  -1.04495     1.000000
   29 TN      (  0)       0.006117349       0.004920980   1.24312    28.000000
 1959 NOLPM   (  0)       0.093281961       0.084055424   1.10977    -0.315523
 1948 NOZZ    ( -4)       0.398192018       0.230167200   1.73001    -0.003794

SE of equation            =     0.035968655
Sum of squared residuals  = 0.595122305E-01  -0.432408276E-10
Average absolute error    =     0.027675356
Sum of ABS residuals      =  1.41144316    
R squared                 =   0.99815
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1962.1   2012.4     51
UDU for 2SLS              = 0.243510844E-01
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   195  ;                                                                  

Equation number =  195
**********************

Dependent variable = NORS    

 1972.1 -   2012.4,  123 missing obs.,   41 obs. used.

Mean of dependent variable        7.837441949

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.008190840       0.555151404   0.01475     1.000000
 1936 NORS    ( -4)       0.801978602       0.071240864  11.25728     7.918418
   10 GEGERSN (  0)       0.332487782       0.097512853   3.40968     4.793157
 1948 NOZZ    (  0)      25.323248524       8.671119882   2.92041    -0.004534

SE of equation            =     1.433146079
Sum of squared residuals  =  75.9945843       0.306865644E-12
Average absolute error    =     1.027383090
Sum of ABS residuals      =  42.1227067    
R squared                 =   0.87201
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1972.1   2012.4     41
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   196  ;                                                                  

Equation number =  196
**********************

Dependent variable = NORBZ   

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable       -0.076375263

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.042045084       0.088678798  -0.47413     1.000000
 1976 NORBZZ  (  0)       0.850591827       0.090932769   9.35407    -0.016261
 1977 NORSZ   (  0)       0.450619084       0.064983299   6.93438    -0.045490

SE of equation            =     0.633022648
Sum of squared residuals  =  19.2344483       0.183186799E-14
Average absolute error    =     0.465297759
Sum of ABS residuals      =  23.7301857    
R squared                 =   0.84292
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   197  ;                                                                  

Equation number =  197
**********************

Dependent variable = NOLH1Z  

 1972.1 -   2012.4,  123 missing obs.,   41 obs. used.

Mean of dependent variable       -0.219524699

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.219524699       0.008140656 -26.96646     1.000000

SE of equation            =     0.052125632
Sum of squared residuals  = 0.108683260        0.00000000    
Average absolute error    =     0.040582643
Sum of ABS residuals      =  1.66388835    
R squared                 =   0.00000
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1972.1   2012.4     41
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   198  ;                                                                  

Equation number =  198
**********************

Dependent variable = NOLJ1   

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable        0.011232771

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.010360241       0.007000066  -1.48002     1.000000
   29 TN      (  0)       0.000324565       0.000147126   2.20604    28.000000
 1969 NOLEXL  ( -4)      -0.165521945       0.083473646  -1.98292     0.001682
 1968 NOLY1   (  0)       0.405324305       0.125008757   3.24237     0.031539

SE of equation            =     0.012931015
Sum of squared residuals  = 0.785892380E-02  -0.150920942E-15
Average absolute error    =     0.010121466
Sum of ABS residuals      = 0.516194762    
R squared                 =   0.29257
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   199  ;                                                                  

Equation number =  199
**********************

Dependent variable = NOLL1Z  

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable       -0.496693499

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.022927188       0.038514375  -0.59529     1.000000
   29 TN      (  0)       0.000263618       0.000310518   0.84896    28.000000
 1970 NOLL1Z  ( -4)       0.951594690       0.060385102  15.75877    -0.500103
 1940 NOUR    (  0)      -0.184465087       0.163635353  -1.12729     0.028474

SE of equation            =     0.012382626
Sum of squared residuals  = 0.720648257E-02  -0.214578355E-11
Average absolute error    =     0.009566282
Sum of ABS residuals      = 0.487880405    
R squared                 =   0.97394
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
@ SW                                                                          
 SMPL  1965.1  2012.4  ;                                                      
Sample period is now  1965.1 to  2012.4 Internally:    53 to   244
EST   200  ;                                                                  

Equation number =  200
**********************

Dependent variable = SWLIMZ  

 1965.1 -   2012.4,  144 missing obs.,   48 obs. used.

First stage regressors 

   40 C        (  0)
18992 SWLGZ    (  0)
18993 SWLEXZ   ( -4)
 2047 SWLPY    ( -4)
 2049 SWLYZ    ( -4)
 2025 SWRS     ( -4)
 2046 SWLIMZ   ( -4)
 2064 SWLPYZZ  ( -4)
 2045 SWLCIGZ  ( -4)

Mean of dependent variable        4.162489758

                     Coef est             SE           T statistic      Mean
 2046 SWLIMZ  ( -4)       0.938009756       0.101204505   9.26846     4.125136
 2045 SWLCIGZ (  0)       0.128322505       0.258018904   0.49734     5.400505
   40 C       (  0)      -0.400396531       0.984606805  -0.40666     1.000000
 2064 SWLPYZZ (  0)       0.030359967       0.089906457   0.33768     0.015210

SE of equation            =     0.059237052
Sum of squared residuals  = 0.154397246       0.100372954E-08
Average absolute error    =     0.045839222
Sum of ABS residuals      =  2.20028264    
R squared                 =   0.98752
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1965.1   2012.4     48
UDU for 2SLS              = 0.993693131E-01
 SMPL  1965.1  2012.4  ;                                                      
Sample period is now  1965.1 to  2012.4 Internally:    53 to   244
EST   201  ;                                                                  

Equation number =  201
**********************

Dependent variable = SWLCZ   

 1965.1 -   2012.4,  144 missing obs.,   48 obs. used.

First stage regressors 

   40 C        (  0)
18992 SWLGZ    (  0)
18993 SWLEXZ   ( -4)
 2047 SWLPY    ( -4)
 2049 SWLYZ    ( -4)
 2025 SWRS     ( -4)
 2053 SWLCZ    ( -4)

Mean of dependent variable        4.739003108

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.244508663       0.071534632   3.41805     1.000000
 2053 SWLCZ   ( -4)       0.641027028       0.082605559   7.76010     4.723917
 2049 SWLYZ   (  0)       0.272067109       0.063870523   4.25967     5.389612

SE of equation            =     0.016510811
Sum of squared residuals  = 0.122673092E-01  -0.630487662E-09
Average absolute error    =     0.012519825
Sum of ABS residuals      = 0.600951584    
R squared                 =   0.99311
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1965.1   2012.4     48
UDU for 2SLS              = 0.491138912E-02
 SMPL  1965.1  2012.4  ;                                                      
Sample period is now  1965.1 to  2012.4 Internally:    53 to   244
EST   202  ;                                                                  

Equation number =  202
**********************

Dependent variable = SWLI    

 1965.1 -   2012.4,  144 missing obs.,   48 obs. used.

First stage regressors 

   40 C        (  0)
18992 SWLGZ    (  0)
18993 SWLEXZ   ( -4)
 2047 SWLPY    ( -4)
 2049 SWLYZ    ( -4)
 2025 SWRS     ( -4)
 2078 SWLI     ( -4)
 2079 SWLY     ( -4)

Mean of dependent variable        5.826720728

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.004609452       0.250491023  -0.01840     1.000000
 2078 SWLI    ( -4)       0.695955966       0.097355254   7.14862     5.804922
 2079 SWLY    (  0)       0.244111736       0.088848965   2.74749     7.536291
 2025 SWRS    (  0)      -0.007181195       0.002772898  -2.58978     6.731022

SE of equation            =     0.056647290
Sum of squared residuals  = 0.141192278      -0.248095766E-09
Average absolute error    =     0.038253824
Sum of ABS residuals      =  1.83618355    
R squared                 =   0.96461
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1965.1   2012.4     48
UDU for 2SLS              = 0.272558159E-01
 SMPL  1965.1  2012.4  ;                                                      
Sample period is now  1965.1 to  2012.4 Internally:    53 to   244
EST   203  ;                                                                  

Equation number =  203
**********************

Dependent variable = SWLPY   

 1965.1 -   2012.4,  144 missing obs.,   48 obs. used.

First stage regressors 

   40 C        (  0)
18992 SWLGZ    (  0)
18993 SWLEXZ   ( -4)
 2047 SWLPY    ( -4)
 2049 SWLYZ    ( -4)
 2025 SWRS     ( -4)
   29 TN       (  0)
 2048 SWLPM    ( -4)
 2037 SWZZ     ( -4)

Mean of dependent variable       -0.715992579

                     Coef est             SE           T statistic      Mean
 2047 SWLPY   ( -4)       0.898138128       0.027910799  32.17888    -0.765387
   40 C       (  0)       0.201983759       0.037303134   5.41466     1.000000
   29 TN      (  0)      -0.003915240       0.000832329  -4.70396    29.500000
 2048 SWLPM   (  0)       0.152726051       0.022886341   6.67324    -0.731203
 2037 SWZZ    ( -4)       0.240293397       0.098896742   2.42974    -0.014064

SE of equation            =     0.018112643
Sum of squared residuals  = 0.141069167E-01  -0.101395697E-10
Average absolute error    =     0.013357284
Sum of ABS residuals      = 0.641149647    
R squared                 =   0.99951
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1965.1   2012.4     48
UDU for 2SLS              = 0.522988238E-02
@ SPECIAL SW                                                                  
 SMPL 1965.1 2008.4 ;                                                         
Sample period is now  1965.1 to  2008.4 Internally:    53 to   228
EST   204  ;                                                                  

Equation number =  204
**********************

Dependent variable = SWLM1Z  

 1965.1 -   2008.4,  132 missing obs.,   44 obs. used.

Mean of dependent variable        4.641409626

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.021142555       0.166604601   0.12690     1.000000
 2025 SWRS    (  0)      -0.007111254       0.001804126  -3.94166     7.256323
 2049 SWLYZ   (  0)       0.039112666       0.055198892   0.70858     5.355131
 2054 SWLM1Z  ( -4)       0.965839304       0.070591028  13.68218     4.620246

SE of equation            =     0.040383763
Sum of squared residuals  = 0.652339326E-01  -0.571409586E-10
Average absolute error    =     0.031232705
Sum of ABS residuals      =  1.37423904    
R squared                 =   0.96233
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1965.1   2008.4     44
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   205  ;                                                                  

Equation number =  205
**********************

Dependent variable = SWRS    

 1972.1 -   2012.4,  123 missing obs.,   41 obs. used.

Mean of dependent variable        6.802171805

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.290419451       0.551183723  -0.52690     1.000000
 2025 SWRS    ( -4)       0.760924738       0.097878307   7.77419     6.914387
   24 USRSN   (  0)       0.342423825       0.117868452   2.90514     5.290736
 2061 SWPCPY  (  0)       0.045965458       0.102377068   0.44898     5.132588
 2037 SWZZ    (  0)       9.749819735       9.809576217   0.99391    -0.022188

SE of equation            =     1.638011149
Sum of squared residuals  =  96.5908988      -0.515143483E-12
Average absolute error    =     1.203334331
Sum of ABS residuals      =  49.3367076    
R squared                 =   0.86078
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1972.1   2012.4     41
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   206  ;                                                                  

Equation number =  206
**********************

Dependent variable = SWLH1   

 1972.1 -   2012.4,  123 missing obs.,   41 obs. used.

Mean of dependent variable        0.027162048

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.558769331       0.403838248  -3.85989     1.000000
 2073 SWLHA   (  0)       0.330792617       0.084209759   3.92820     4.794337

SE of equation            =     0.059871200
Sum of squared residuals  = 0.139797861      -0.124122934E-12
Average absolute error    =     0.045646994
Sum of ABS residuals      =  1.87152674    
R squared                 =   0.28349
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1972.1   2012.4     41
 SMPL  1965.1  2012.4  ;                                                      
Sample period is now  1965.1 to  2012.4 Internally:    53 to   244
EST   207  ;                                                                  
 SMPL  1965.1  2012.4  ;                                                      
Sample period is now  1965.1 to  2012.4 Internally:    53 to   244
EST   208  ;                                                                  

Equation number =  208
**********************

Dependent variable = SWLJ1   

 1965.1 -   2012.4,  144 missing obs.,   48 obs. used.

Mean of dependent variable        0.005019371

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.000043466       0.005688710  -0.00764     1.000000
   29 TN      (  0)       0.000067099       0.000138180   0.48559    29.500000
 2059 SWLEXL  ( -4)      -0.135211367       0.046316532  -2.91929     0.042332
 2058 SWLY1   (  0)       0.379605383       0.092246016   4.11514     0.023201

SE of equation            =     0.013189643
Sum of squared residuals  = 0.765453388E-02  -0.127502175E-15
Average absolute error    =     0.010201882
Sum of ABS residuals      = 0.489690345    
R squared                 =   0.43950
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1965.1   2012.4     48
 SMPL  1965.1  2012.4  ;                                                      
Sample period is now  1965.1 to  2012.4 Internally:    53 to   244
EST   209  ;                                                                  

Equation number =  209
**********************

Dependent variable = SWLL1Z  

 1965.1 -   2012.4,  144 missing obs.,   48 obs. used.

Mean of dependent variable       -0.466867339

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.073644374       0.023158996  -3.17995     1.000000
   29 TN      (  0)       0.000472694       0.000134494   3.51461    29.500000
 2060 SWLL1Z  ( -4)       0.841407119       0.049165114  17.11391    -0.467659
 2029 SWUR    (  0)      -0.296128558       0.068330388  -4.33378     0.046181

SE of equation            =     0.007407458
Sum of squared residuals  = 0.241429927E-02   0.479699613E-11
Average absolute error    =     0.005488433
Sum of ABS residuals      = 0.263444784    
R squared                 =   0.91442
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1965.1   2012.4     48
@ GR                                                                          
 SMPL  1962.1  2009.4  ;                                                      
Sample period is now  1962.1 to  2009.4 Internally:    41 to   232
EST   210  ;                                                                  

Equation number =  210
**********************

Dependent variable = GRLIMZ  

 1962.1 -   2009.4,  144 missing obs.,   48 obs. used.

First stage regressors 

   40 C        (  0)
18994 GRLGZ    (  0)
18995 GRLEXZ   ( -4)
 2141 GRLPY    ( -4)
 2143 GRLYZ    ( -4)
 2118 GRRS     ( -4)
 2140 GRLIMZ   ( -4)
 2157 GRLPYZZ  ( -4)
 2139 GRLCIGZ  ( -4)

Mean of dependent variable        7.635909227

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.371682152       1.016193007  -0.36576     1.000000
 2140 GRLIMZ  ( -4)       0.899816291       0.082811547  10.86583     7.578669
 2157 GRLPYZZ (  0)       0.144383041       0.102882987   1.40337    -0.153680
 2139 GRLCIGZ (  0)       0.129138858       0.174451547   0.74026     9.372627

SE of equation            =     0.076161534
Sum of squared residuals  = 0.255225486       0.205662509E-08
Average absolute error    =     0.052215568
Sum of ABS residuals      =  2.50634728    
R squared                 =   0.99115
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1962.1   2009.4     48
UDU for 2SLS              = 0.603053998E-01
 SMPL  1962.1  2009.4  ;                                                      
Sample period is now  1962.1 to  2009.4 Internally:    41 to   232
EST   211  ;                                                                  

Equation number =  211
**********************

Dependent variable = GRLCZ   

 1962.1 -   2009.4,  144 missing obs.,   48 obs. used.

Mean of dependent variable        8.891232173

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.008638176       0.136595980   0.06324     1.000000
 2146 GRLCZ   ( -4)       0.880613174       0.039936430  22.05037     8.858769
 2143 GRLYZ   (  0)       0.117299077       0.049772966   2.35668     9.339380
 2118 GRRS    (  0)      -0.001438917       0.000582784  -2.46904     9.767821

SE of equation            =     0.021252018
Sum of squared residuals  = 0.198725243E-01  -0.157358571E-10
Average absolute error    =     0.015004804
Sum of ABS residuals      = 0.720230569    
R squared                 =   0.99740
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2009.4     48
 SMPL  1962.1  2009.4  ;                                                      
Sample period is now  1962.1 to  2009.4 Internally:    41 to   232
EST   212  ;                                                                  

Equation number =  212
**********************

Dependent variable = GRLI    

 1962.1 -   2009.4,  144 missing obs.,   48 obs. used.

First stage regressors 

   40 C        (  0)
18994 GRLGZ    (  0)
18995 GRLEXZ   ( -4)
 2141 GRLPY    ( -4)
 2143 GRLYZ    ( -4)
 2118 GRRS     ( -4)
 2171 GRLI     ( -4)
 2172 GRLY     ( -4)

Mean of dependent variable       10.059317007

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.313633801       0.371099421   0.84515     1.000000
 2171 GRLI    ( -4)       0.506959673       0.111021996   4.56630    10.025795
 2172 GRLY    (  0)       0.412168058       0.109641362   3.75924    11.626610
 2118 GRRS    (  0)      -0.013217686       0.003061426  -4.31749     9.767821

SE of equation            =     0.088503435
Sum of squared residuals  = 0.344645755      -0.118122401E-08
Average absolute error    =     0.064115402
Sum of ABS residuals      =  3.07753930    
R squared                 =   0.95435
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1962.1   2009.4     48
UDU for 2SLS              = 0.653560772E-01
 SMPL  1972.1  2000.4  ;                                                      
Sample period is now  1972.1 to  2000.4 Internally:    81 to   196
EST   213  ;                                                                  

Equation number =  213
**********************

Dependent variable = GRLH1   

 1972.1 -   2000.4,   87 missing obs.,   29 obs. used.

Mean of dependent variable        0.103513741

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.149662632       0.027972340   5.35038     1.000000
 2166 GRLHA   (  0)       0.298966818       0.162479118   1.84003    -0.154361

SE of equation            =     0.066702470
Sum of squared residuals  = 0.120128925       0.791033905E-15
Average absolute error    =     0.046670569
Sum of ABS residuals      =  1.35344650    
R squared                 =   0.11142
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1972.1   2000.4     29
@ IR                                                                          
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   214  ;                                                                  

Equation number =  214
**********************

Dependent variable = IRLIMZ  

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable        8.913994470

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.711310448       1.043087596  -1.64062     1.000000
 2232 IRLIMZ  ( -4)       0.813177012       0.079302265  10.25415     8.854403
 2249 IRLPYZZ (  0)       0.117913486       0.096386592   1.22334    -0.352889
 2231 IRLCIGZ (  0)       0.355770495       0.174177074   2.04258     9.744254

SE of equation            =     0.069249863
Sum of squared residuals  = 0.225390545       0.135030653E-08
Average absolute error    =     0.050256607
Sum of ABS residuals      =  2.56308696    
R squared                 =   0.99537
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   215  ;                                                                  

Equation number =  215
**********************

Dependent variable = IRLCZ   

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

First stage regressors 

   40 C        (  0)
18996 IRLGZ    (  0)
18997 IRLEXZ   ( -4)
 2233 IRLPY    ( -4)
 2235 IRLYZ    ( -4)
 2208 IRRB     ( -4)
 2238 IRLCZ    ( -4)

Mean of dependent variable        9.155009187

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       1.136116859       0.185111551   6.13747     1.000000
 2238 IRLCZ   ( -4)       0.567487544       0.078149167   7.26159     9.130774
 2235 IRLYZ   (  0)       0.296095431       0.057269741   5.17019     9.683431
 2208 IRRB    (  0)      -0.003415424       0.001174652  -2.90760     8.762531

SE of equation            =     0.025727320
Sum of squared residuals  = 0.311090654E-01   0.412524237E-08
Average absolute error    =     0.018935529
Sum of ABS residuals      = 0.965711956    
R squared                 =   0.99648
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1962.1   2012.4     51
UDU for 2SLS              = 0.948176701E-02
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   216  ;                                                                  

Equation number =  216
**********************

Dependent variable = IRLI    

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable        9.361578512

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.649083823       0.353592410   1.83568     1.000000
 2263 IRLI    ( -4)       0.923448270       0.098871904   9.33985     9.327309
 2264 IRLY    (  0)       0.012246380       0.102055563   0.12000    10.938793
 2208 IRRB    (  0)      -0.003966110       0.005348306  -0.74156     8.762531

SE of equation            =     0.103459319
Sum of squared residuals  = 0.503080041      -0.213359996E-09
Average absolute error    =     0.079023329
Sum of ABS residuals      =  4.03018977    
R squared                 =   0.97503
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   217  ;                                                                  

Equation number =  217
**********************

Dependent variable = IRLPY   

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

First stage regressors 

   40 C        (  0)
18996 IRLGZ    (  0)
18997 IRLEXZ   ( -4)
 2233 IRLPY    ( -4)
 2235 IRLYZ    ( -4)
 2208 IRRB     ( -4)
   29 TN       (  0)
 2234 IRLPM    ( -4)
 2221 IRZZ     ( -4)

Mean of dependent variable       -0.989326107

                     Coef est             SE           T statistic      Mean
 2233 IRLPY   ( -4)       0.846190561       0.073892889  11.45158    -1.047265
   40 C       (  0)       0.014814671       0.097892004   0.15134     1.000000
   29 TN      (  0)      -0.000215858       0.002089013  -0.10333    28.000000
 2234 IRLPM   ( -4)       0.158726892       0.058718563   2.70318    -0.682524
 2221 IRZZ    ( -4)       0.311974909       0.090913823   3.43155    -0.011462

SE of equation            =     0.036686579
Sum of squared residuals  = 0.619116348E-01  -0.547486154E-10
Average absolute error    =     0.026728827
Sum of ABS residuals      =  1.36317018    
R squared                 =   0.99881
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1962.1   2012.4     51
UDU for 2SLS              = 0.358640431E-01
@ SPECIAL IR                                                                  
 SMPL  1983.1 2012.4 ;                                                        
Sample period is now  1983.1 to  2012.4 Internally:   125 to   244
EST   218  ;                                                                  

Equation number =  218
**********************

Dependent variable = IRLM1Z  

 1983.1 -   2012.4,   90 missing obs.,   30 obs. used.

Mean of dependent variable        8.789672252

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.210448998       2.129336676  -0.09883     1.000000
 2240 IRLM1ZL (  0)       0.748662643       0.089235576   8.38973     8.692937
 2235 IRLYZ   (  0)       0.260287715       0.233330186   1.11553    10.070981
 2209 IRRS    (  0)      -0.021438807       0.019659477  -1.09051     6.031509

SE of equation            =     0.165559804
Sum of squared residuals  = 0.712661263      -0.472065942E-09
Average absolute error    =     0.107274810
Sum of ABS residuals      =  3.21824429    
R squared                 =   0.96069
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1983.1   2012.4     30
 SMPL  1972.1  1998.4  ;                                                      
Sample period is now  1972.1 to  1998.4 Internally:    81 to   188
EST   219  ;                                                                  

Equation number =  219
**********************

Dependent variable = IRRSA   

 1972.1 -   1998.4,   81 missing obs.,   27 obs. used.

Mean of dependent variable       10.515185185

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       2.686903096       1.265306195   2.12352     1.000000
 2246 IRPCPY  (  0)       0.156671181       0.069690727   2.24809     8.309415
   10 GEGERSN (  0)       0.251001911       0.188850955   1.32910     6.014229
   24 USRSN   (  0)       0.731997476       0.188686711   3.87943     6.853648

SE of equation            =     2.050951728
Sum of squared residuals  =  96.7472688      -0.541788836E-13
Average absolute error    =     1.521744984
Sum of ABS residuals      =  41.0871146    
R squared                 =   0.67755
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1972.1   1998.4     27
 SMPL  1962.1  1998.4  ;                                                      
Sample period is now  1962.1 to  1998.4 Internally:    41 to   188
EST   220  ;                                                                  

Equation number =  220
**********************

Dependent variable = IRRBZ   

 1962.1 -   1998.4,  111 missing obs.,   37 obs. used.

Mean of dependent variable        1.060695946

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.474543648       0.232552272   2.04059     1.000000
 2251 IRRBZZ  (  0)       0.545055794       0.119771338   4.55080     1.110182
 2252 IRRSZ   (  0)       0.467646150       0.075333195   6.20770    -0.040541

SE of equation            =     1.154661923
Sum of squared residuals  =  45.3303013       0.555111512E-14
Average absolute error    =     0.796814742
Sum of ABS residuals      =  29.4821455    
R squared                 =   0.75406
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   1998.4     37
 SMPL  1972.1  1998.4  ;                                                      
Sample period is now  1972.1 to  1998.4 Internally:    81 to   188
EST   221  ;                                                                  

Equation number =  221
**********************

Dependent variable = IRLH1   

 1972.1 -   1998.4,   81 missing obs.,   27 obs. used.

Mean of dependent variable        0.045395159

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.068668227       0.023517666   2.91986     1.000000
 2258 IRLHA   (  0)       0.141296558       0.123196483   1.14692    -0.164711

SE of equation            =     0.061771716
Sum of squared residuals  = 0.953936240E-01   0.728583860E-15
Average absolute error    =     0.046544909
Sum of ABS residuals      =  1.25671255    
R squared                 =   0.04999
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1972.1   1998.4     27
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   222  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   223  ;                                                                  

Equation number =  223
**********************

Dependent variable = IRLJ1   

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable        0.010957914

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.029551816       0.005924559  -4.98802     1.000000
   29 TN      (  0)       0.000481694       0.000156811   3.07181    28.000000
 2244 IRLEXL  ( -4)      -0.364601958       0.095327458  -3.82473    -0.005536
 2243 IRLY1   (  0)       0.583784459       0.073818052   7.90842     0.042831

SE of equation            =     0.016341666
Sum of squared residuals  = 0.125513522E-01   0.567254577E-15
Average absolute error    =     0.013133366
Sum of ABS residuals      = 0.669801676    
R squared                 =   0.68706
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   224  ;                                                                  

Equation number =  224
**********************

Dependent variable = IRLL1Z  

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable       -0.581239051

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.107272256       0.025877831  -4.14533     1.000000
   29 TN      (  0)       0.000794986       0.000169803   4.68182    28.000000
 2245 IRLL1Z  ( -4)       0.816407719       0.043930011  18.58428    -0.582036
 2213 IRUR    (  0)      -0.227975473       0.055153243  -4.13349     0.092323

SE of equation            =     0.012314078
Sum of squared residuals  = 0.712691576E-02  -0.491495733E-12
Average absolute error    =     0.009654005
Sum of ABS residuals      = 0.492354242    
R squared                 =   0.96355
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
@ PO                                                                          
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   225  ;                                                                  

Equation number =  225
**********************

Dependent variable = POLIMZ  

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable        7.644163618

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.384597655       0.558122544  -2.48081     1.000000
 2323 POLIMZ  ( -4)       0.294765548       0.110080031   2.67774     7.595506
 2340 POLPYZZ (  0)       0.481828196       0.084309852   5.71497    -0.679444
 2322 POLCIGZ (  0)       0.773424072       0.137278682   5.63397     9.202252

SE of equation            =     0.070618334
Sum of squared residuals  = 0.234386606      -0.240319764E-09
Average absolute error    =     0.050101015
Sum of ABS residuals      =  2.55515179    
R squared                 =   0.99284
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   226  ;                                                                  

Equation number =  226
**********************

Dependent variable = POLCZ   

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

First stage regressors 

   40 C        (  0)
18998 POLGZ    (  0)
18999 POLEXZ   ( -4)
 2324 POLPY    ( -4)
 2326 POLYZ    ( -4)
 2299 PORB     ( -4)
 2329 POLCZ    ( -4)

Mean of dependent variable        8.731471741

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.246528055       0.107316347   2.29721     1.000000
 2329 POLCZ   ( -4)       0.617763850       0.076964357   8.02662     8.705559
 2326 POLYZ   (  0)       0.340880313       0.076264772   4.46970     9.154146
 2299 PORB    (  0)      -0.001515769       0.000916731  -1.65345     8.908938

SE of equation            =     0.034497810
Sum of squared residuals  = 0.559346485E-01  -0.210733742E-08
Average absolute error    =     0.021979695
Sum of ABS residuals      =  1.12096446    
R squared                 =   0.99323
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1962.1   2012.4     51
UDU for 2SLS              = 0.136512766E-01
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   227  ;                                                                  

Equation number =  227
**********************

Dependent variable = POLI    

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

First stage regressors 

   40 C        (  0)
18998 POLGZ    (  0)
18999 POLEXZ   ( -4)
 2324 POLPY    ( -4)
 2326 POLYZ    ( -4)
 2299 PORB     ( -4)
 2354 POLI     ( -4)
 2355 POLY     ( -4)

Mean of dependent variable        9.928745894

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.434343766       0.313357664   1.38610     1.000000
 2354 POLI    ( -4)       0.850098944       0.127163676   6.68508     9.903577
 2355 POLY    (  0)       0.095043889       0.128981165   0.73688    11.424349
 2299 PORB    (  0)      -0.001171038       0.002419554  -0.48399     8.908938

SE of equation            =     0.078379633
Sum of squared residuals  = 0.288738246       0.230764741E-09
Average absolute error    =     0.059297748
Sum of ABS residuals      =  3.02418514    
R squared                 =   0.97531
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1962.1   2012.4     51
UDU for 2SLS              = 0.563609580E-01
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   228  ;                                                                  

Equation number =  228
**********************

Dependent variable = POLPY   

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

First stage regressors 

   40 C        (  0)
18998 POLGZ    (  0)
18999 POLEXZ   ( -4)
 2324 POLPY    ( -4)
 2326 POLYZ    ( -4)
 2299 PORB     ( -4)
   29 TN       (  0)
 2325 POLPM    ( -4)
 2312 POZZ     ( -4)

Mean of dependent variable       -1.646906186

                     Coef est             SE           T statistic      Mean
 2324 POLPY   ( -4)       0.731355885       0.017965217  40.70955    -1.728274
   40 C       (  0)      -0.297369499       0.049003220  -6.06837     1.000000
   29 TN      (  0)       0.006732853       0.001072429   6.27813    28.000000
 2325 POLPM   (  0)       0.277799282       0.014848301  18.70916    -0.967462
 2312 POZZ    ( -4)       0.315667460       0.111357863   2.83471    -0.016830

SE of equation            =     0.023342007
Sum of squared residuals  = 0.250630677E-01  -0.236570485E-11
Average absolute error    =     0.017653622
Sum of ABS residuals      = 0.900334719    
R squared                 =   0.99980
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1962.1   2012.4     51
UDU for 2SLS              = 0.856914165E-02
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   229  ;                                                                  

Equation number =  229
**********************

Dependent variable = POLM1Z  

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable        8.009225243

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.663376849       0.677079487  -0.97976     1.000000
 2330 POLM1Z  ( -4)       0.842891711       0.078320871  10.76203     7.967989
 2300 PORS    (  0)      -0.000937479       0.002692569  -0.34817     8.251456
 2326 POLYZ   (  0)       0.214567866       0.134796529   1.59179     9.154146

SE of equation            =     0.125440126
Sum of squared residuals  = 0.739555586       0.201661798E-09
Average absolute error    =     0.070399230
Sum of ABS residuals      =  3.59036073    
R squared                 =   0.97147
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
 SMPL  1972.1  1998.4  ;                                                      
Sample period is now  1972.1 to  1998.4 Internally:    81 to   188
EST   230  ;                                                                  

Equation number =  230
**********************

Dependent variable = PORSA   

 1972.1 -   1998.4,   81 missing obs.,   27 obs. used.

Mean of dependent variable       13.358851852

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.726869918       1.304327838  -0.55728     1.000000
 2300 PORS    ( -4)       0.760999052       0.089280933   8.52365    13.386630
 2337 POPCPY  (  0)       0.327529942       0.077888996   4.20509    14.150577
 2312 POZZ    (  0)      38.533533522      13.701603000   2.81234    -0.019106

SE of equation            =     2.582565528
Sum of squared residuals  =  153.401828      -0.727418126E-12
Average absolute error    =     1.910407316
Sum of ABS residuals      =  51.5809975    
R squared                 =   0.86107
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1972.1   1998.4     27
 SMPL  1962.1  1998.4  ;                                                      
Sample period is now  1962.1 to  1998.4 Internally:    41 to   188
EST   231  ;                                                                  

Equation number =  231
**********************

Dependent variable = PORBZ   

 1962.1 -   1998.4,  111 missing obs.,   37 obs. used.

Mean of dependent variable        0.247392432

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.065239399       0.212588398   0.30688     1.000000
 2342 PORBZZ  (  0)       0.784807945       0.087105810   9.00982     0.218811
 2343 PORSZ   (  0)       0.385841432       0.074637246   5.16956     0.027027

SE of equation            =     1.288212454
Sum of squared residuals  =  56.4227051      -0.355271368E-14
Average absolute error    =     0.889965729
Sum of ABS residuals      =  32.9287320    
R squared                 =   0.81866
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   1998.4     37
 SMPL  1972.1  1998.4  ;                                                      
Sample period is now  1972.1 to  1998.4 Internally:    81 to   188
EST   232  ;                                                                  

Equation number =  232
**********************

Dependent variable = POLH1   

 1972.1 -   1998.4,   81 missing obs.,   27 obs. used.

Mean of dependent variable        0.094011141

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.190192630       0.065905395   2.88584     1.000000
 2349 POLHA   (  0)       0.352804439       0.232248338   1.51908    -0.272620

SE of equation            =     0.095058069
Sum of squared residuals  = 0.225900913      -0.856259508E-14
Average absolute error    =     0.075290271
Sum of ABS residuals      =  2.03283732    
R squared                 =   0.08450
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1972.1   1998.4     27
@ SP                                                                          
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   233  ;                                                                  

Equation number =  233
**********************

Dependent variable = SPLIMZ  

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable        7.387350580

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.698574997       1.444165065  -1.17616     1.000000
 2414 SPLIMZ  ( -4)       0.680706751       0.085448485   7.96628     7.317446
 2431 SPLPYZZ (  0)       0.312084129       0.071737677   4.35035    -0.326904
 2413 SPLCIGZ (  0)       0.452965663       0.216994571   2.08745     9.287485

SE of equation            =     0.071212253
Sum of squared residuals  = 0.238345693      -0.249522003E-08
Average absolute error    =     0.052096772
Sum of ABS residuals      =  2.65693536    
R squared                 =   0.99547
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   234  ;                                                                  

Equation number =  234
**********************

Dependent variable = SPLCZ   

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

First stage regressors 

   40 C        (  0)
19000 SPLGZ    (  0)
19001 SPLEXZ   ( -4)
 2415 SPLPY    ( -4)
 2417 SPLYZ    ( -4)
 2392 SPRS     ( -4)
 2420 SPLCZ    ( -4)

Mean of dependent variable        8.798314797

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.181539826       0.060414297   3.00491     1.000000
 2420 SPLCZ   ( -4)       0.477663347       0.070238552   6.80059     8.774217
 2417 SPLYZ   (  0)       0.476303944       0.070475438   6.75844     9.291657

SE of equation            =     0.013193233
Sum of squared residuals  = 0.835494728E-02  -0.840196357E-08
Average absolute error    =     0.010304222
Sum of ABS residuals      = 0.525515322    
R squared                 =   0.99861
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1962.1   2012.4     51
UDU for 2SLS              = 0.205621651E-02
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   235  ;                                                                  

Equation number =  235
**********************

Dependent variable = SPLI    

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

First stage regressors 

   40 C        (  0)
19000 SPLGZ    (  0)
19001 SPLEXZ   ( -4)
 2415 SPLPY    ( -4)
 2417 SPLYZ    ( -4)
 2392 SPRS     ( -4)
 2445 SPLI     ( -4)
 2446 SPLY     ( -4)

Mean of dependent variable       11.455280907

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.663552668       0.451966874   1.46814     1.000000
 2445 SPLI    ( -4)       0.868731032       0.095449107   9.10151    11.419290
 2446 SPLY    (  0)       0.070527575       0.113549717   0.62112    12.934707
 2392 SPRS    (  0)      -0.004809471       0.002296098  -2.09463     8.486827

SE of equation            =     0.064999572
Sum of squared residuals  = 0.198572386       0.799115440E-09
Average absolute error    =     0.050788842
Sum of ABS residuals      =  2.59023095    
R squared                 =   0.98652
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1962.1   2012.4     51
UDU for 2SLS              = 0.864073979E-01
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   236  ;                                                                  

Equation number =  236
**********************

Dependent variable = SPLPY   

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

First stage regressors 

   40 C        (  0)
19000 SPLGZ    (  0)
19001 SPLEXZ   ( -4)
 2415 SPLPY    ( -4)
 2417 SPLYZ    ( -4)
 2392 SPRS     ( -4)
   29 TN       (  0)
 2416 SPLPM    ( -4)
 2404 SPZZ     ( -4)

Mean of dependent variable       -1.040242937

                     Coef est             SE           T statistic      Mean
 2415 SPLPY   ( -4)       0.984740094       0.037888913  25.99019    -1.111210
   40 C       (  0)       0.320466762       0.095087852   3.37022     1.000000
   29 TN      (  0)      -0.005955728       0.002127396  -2.79954    28.000000
 2416 SPLPM   ( -4)       0.104498013       0.034819756   3.00111    -0.761776
 2404 SPZZ    ( -4)       0.535458421       0.217399118   2.46302    -0.037524

SE of equation            =     0.034411363
Sum of squared residuals  = 0.544705284E-01   0.548606993E-11
Average absolute error    =     0.023003019
Sum of ABS residuals      =  1.17315397    
R squared                 =   0.99926
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1962.1   2012.4     51
UDU for 2SLS              = 0.360361092E-01
@ SPECIAL SP                                                                  
 SMPL  1962.1  2004.4  ;                                                      
Sample period is now  1962.1 to  2004.4 Internally:    41 to   212
EST   237  ;                                                                  

Equation number =  237
**********************

Dependent variable = SPLM1Z  

 1962.1 -   2004.4,  129 missing obs.,   43 obs. used.

Mean of dependent variable        8.070553801

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.748266326       0.232199083   3.22252     1.000000
 2422 SPLM1ZL (  0)       0.860558193       0.105459050   8.16012     7.958730
 2392 SPRS    (  0)      -0.001633255       0.002038070  -0.80137     9.718062
 2417 SPLYZ   (  0)       0.053132022       0.103148247   0.51510     9.207434

SE of equation            =     0.050048819
Sum of squared residuals  = 0.976904890E-01   0.192839167E-08
Average absolute error    =     0.040049169
Sum of ABS residuals      =  1.72211426    
R squared                 =   0.97590
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2004.4     43
 SMPL  1972.1  1998.4  ;                                                      
Sample period is now  1972.1 to  1998.4 Internally:    81 to   188
EST   238  ;                                                                  

Equation number =  238
**********************

Dependent variable = SPRSA   

 1972.1 -   1998.4,   81 missing obs.,   27 obs. used.

Mean of dependent variable       11.944181122

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       1.833317345       2.093647965   0.87566     1.000000
 2392 SPRS    ( -4)       0.555499382       0.181193555   3.06578    12.064922
   24 USRSN   (  0)       0.208517767       0.288809905   0.72199     6.853648
 2428 SPPCPY  (  0)       0.195462486       0.113465798   1.72266    10.128285

SE of equation            =     3.009184083
Sum of squared residuals  =  208.269343       0.605737682E-12
Average absolute error    =     2.143336984
Sum of ABS residuals      =  57.8700986    
R squared                 =   0.52462
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1972.1   1998.4     27
 SMPL  1972.1  1998.4  ;                                                      
Sample period is now  1972.1 to  1998.4 Internally:    81 to   188
EST   239  ;                                                                  

Equation number =  239
**********************

Dependent variable = SPLH1   

 1972.1 -   1998.4,   81 missing obs.,   27 obs. used.

Mean of dependent variable        0.053906259

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.054133530       0.013898922   3.89480     1.000000
 2440 SPLHA   (  0)       0.167699471       0.144348703   1.16177    -0.001355

SE of equation            =     0.072213762
Sum of squared residuals  = 0.130370686       0.305311332E-15
Average absolute error    =     0.055845071
Sum of ABS residuals      =  1.50781693    
R squared                 =   0.05122
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1972.1   1998.4     27
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   240  ;                                                                  
@ NZ                                                                          
 SMPL  1962.1  2011.4  ;                                                      
Sample period is now  1962.1 to  2011.4 Internally:    41 to   240
EST   241  ;                                                                  

Equation number =  241
**********************

Dependent variable = NZLIMZ  

 1962.1 -   2011.4,  150 missing obs.,   50 obs. used.

First stage regressors 

   40 C        (  0)
19002 NZLGZ    (  0)
19003 NZLEXZ   ( -4)
 2506 NZLPY    ( -4)
 2508 NZLYZ    ( -4)
 2483 NZRB     ( -4)
 2505 NZLIMZ   ( -4)
 2522 NZLPYZZ  ( -4)
 2504 NZLCIGZ  ( -4)

Mean of dependent variable        8.587929991

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.148744525       2.167439497  -1.45275     1.000000
 2505 NZLIMZ  ( -4)       0.659670146       0.139615520   4.72491     8.556949
 2522 NZLPYZZ (  0)       0.275299429       0.100716096   2.73342    -0.138759
 2504 NZLCIGZ (  0)       0.608804594       0.326898010   1.86237    10.069094

SE of equation            =     0.071600679
Sum of squared residuals  = 0.235826236      -0.932935862E-08
Average absolute error    =     0.050995791
Sum of ABS residuals      =  2.54978955    
R squared                 =   0.97958
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1962.1   2011.4     50
UDU for 2SLS              = 0.123614962    
 SMPL  1962.1  2011.4  ;                                                      
Sample period is now  1962.1 to  2011.4 Internally:    41 to   240
EST   242  ;                                                                  

Equation number =  242
**********************

Dependent variable = NZLCZ   

 1962.1 -   2011.4,  150 missing obs.,   50 obs. used.

First stage regressors 

   40 C        (  0)
19002 NZLGZ    (  0)
19003 NZLEXZ   ( -4)
 2506 NZLPY    ( -4)
 2508 NZLYZ    ( -4)
 2483 NZRB     ( -4)
 2511 NZLCZ    ( -4)

Mean of dependent variable        9.580905442

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.033227813       0.140605364   0.23632     1.000000
 2511 NZLCZ   ( -4)       0.562046020       0.099380892   5.65547     9.568604
 2483 NZRB    (  0)      -0.002691712       0.000825592  -3.26034     8.137846
 2508 NZLYZ   (  0)       0.415441620       0.096218829   4.31767    10.089473

SE of equation            =     0.016858721
Sum of squared residuals  = 0.130739585E-01   0.878492656E-08
Average absolute error    =     0.012608337
Sum of ABS residuals      = 0.630416860    
R squared                 =   0.99100
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1962.1   2011.4     50
UDU for 2SLS              = 0.125226068E-02
 SMPL  1962.1  2011.4  ;                                                      
Sample period is now  1962.1 to  2011.4 Internally:    41 to   240
EST   243  ;                                                                  

Equation number =  243
**********************

Dependent variable = NZLI    

 1962.1 -   2011.4,  150 missing obs.,   50 obs. used.

First stage regressors 

   40 C        (  0)
19002 NZLGZ    (  0)
19003 NZLEXZ   ( -4)
 2506 NZLPY    ( -4)
 2508 NZLYZ    ( -4)
 2483 NZRB     ( -4)
 2533 NZLI     ( -4)
 2534 NZLY     ( -4)

Mean of dependent variable        9.696353059

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.588554198       0.720187414  -2.20575     1.000000
 2533 NZLI    ( -4)       0.618993690       0.123798904   4.99999     9.668730
 2534 NZLY    (  0)       0.473490954       0.164228093   2.88313    11.300301
 2483 NZRB    (  0)      -0.006213702       0.003283762  -1.89225     8.137846

SE of equation            =     0.075530345
Sum of squared residuals  = 0.262422317      -0.333484351E-09
Average absolute error    =     0.059061658
Sum of ABS residuals      =  2.95308292    
R squared                 =   0.97247
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1962.1   2011.4     50
UDU for 2SLS              = 0.309936294E-01
 SMPL  1962.1  2011.4  ;                                                      
Sample period is now  1962.1 to  2011.4 Internally:    41 to   240
EST   244  ;                                                                  

Equation number =  244
**********************

Dependent variable = NZLPY   

 1962.1 -   2011.4,  150 missing obs.,   50 obs. used.

First stage regressors 

   40 C        (  0)
19002 NZLGZ    (  0)
19003 NZLEXZ   ( -4)
 2506 NZLPY    ( -4)
 2508 NZLYZ    ( -4)
 2483 NZRB     ( -4)
   29 TN       (  0)
 2507 NZLPM    ( -4)
 2496 NZZZ     ( -4)

Mean of dependent variable       -0.815019781

                     Coef est             SE           T statistic      Mean
 2506 NZLPY   ( -4)       0.723512104       0.044903105  16.11274    -0.875732
   40 C       (  0)      -0.036988314       0.091830482  -0.40279     1.000000
   29 TN      (  0)       0.001673899       0.002236538   0.74843    27.500000
 2507 NZLPM   (  0)       0.275874423       0.034082833   8.09423    -0.676261
 2496 NZZZ    ( -4)       0.140153897       0.146963129   0.95367    -0.027813

SE of equation            =     0.034330272
Sum of squared residuals  = 0.530355423E-01   0.380498272E-10
Average absolute error    =     0.027103749
Sum of ABS residuals      =  1.35518743    
R squared                 =   0.99903
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1962.1   2011.4     50
UDU for 2SLS              = 0.110614527E-01
@ SPECIAL NZ                                                                  
 SMPL  1979.1  2011.4  ;                                                      
Sample period is now  1979.1 to  2011.4 Internally:   109 to   240
EST   245  ;                                                                  

Equation number =  245
**********************

Dependent variable = NZRS    

 1979.1 -   2011.4,   99 missing obs.,   33 obs. used.

Mean of dependent variable        8.806925455

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.524760159       0.775922680   0.67630     1.000000
 2484 NZRS    ( -4)       0.746024242       0.094214172   7.91839     8.979598
 2519 NZPCPY  (  0)       0.311127260       0.062076927   5.01196     5.419376
 2496 NZZZ    (  0)       2.519714771       5.437511276   0.46339    -0.040857

SE of equation            =     1.721713447
Sum of squared residuals  =  85.9646186       0.109245946E-12
Average absolute error    =     1.260248025
Sum of ABS residuals      =  41.5881848    
R squared                 =   0.85585
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1979.1   2011.4     33
@ SPECIAL NZ                                                                  
 SMPL  1989.1  2011.4  ;                                                      
Sample period is now  1989.1 to  2011.4 Internally:   149 to   240
EST   246  ;                                                                  

Equation number =  246
**********************

Dependent variable = NZRBZ   

 1989.1 -   2011.4,   69 missing obs.,   23 obs. used.

Mean of dependent variable       -0.368019130

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.144578316       0.107070960  -1.35030     1.000000
 2524 NZRBZZ  (  0)       0.864716028       0.112500456   7.68633     0.042148
 2525 NZRSZ   (  0)       0.491129882       0.069927194   7.02345    -0.529161

SE of equation            =     0.477617978
Sum of squared residuals  =  4.56237866       0.666133815E-15
Average absolute error    =     0.381319586
Sum of ABS residuals      =  8.77035047    
R squared                 =   0.90621
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1989.1   2011.4     23
@ SPECIAL NZ                                                                  
 SMPL  1978.1  2011.4  ;                                                      
Sample period is now  1978.1 to  2011.4 Internally:   105 to   240
EST   247  ;                                                                  

Equation number =  247
**********************

Dependent variable = NZLE1Z  

 1978.1 -   2011.4,  102 missing obs.,   34 obs. used.

Mean of dependent variable        0.018989605

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.063613512       0.024901302   2.55463     1.000000
 2520 NZLRSZ  (  0)      -5.586287836       2.246945357  -2.48617     0.007988

SE of equation            =     0.100643205
Sum of squared residuals  = 0.324129750      -0.333066907E-15
Average absolute error    =     0.083038632
Sum of ABS residuals      =  2.82331350    
R squared                 =   0.16189
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1978.1   2011.4     34
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   248  ;                                                                  
@ SA                                                                          
 SMPL  1970.1  2012.4  ;                                                      
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
EST   249  ;                                                                  

Equation number =  249
**********************

Dependent variable = SALIMZ  

 1970.1 -   2012.4,  129 missing obs.,   43 obs. used.

Mean of dependent variable        2.767385330

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.649405066       0.380254454  -1.70782     1.000000
 2591 SALIMZ  ( -4)       0.563583073       0.114427519   4.92524     2.749020
 2590 SALCIGZ (  0)       0.498988984       0.158952059   3.13924     3.742546

SE of equation            =     0.142562945
Sum of squared residuals  = 0.812967727      -0.230393482E-11
Average absolute error    =     0.111479453
Sum of ABS residuals      =  4.79361650    
R squared                 =   0.82345
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1970.1   2012.4     43
 SMPL  1970.1  2012.4  ;                                                      
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
EST   250  ;                                                                  

Equation number =  250
**********************

Dependent variable = SALCZ   

 1970.1 -   2012.4,  129 missing obs.,   43 obs. used.

Mean of dependent variable        2.922690164

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.019195197       0.533114727  -0.03601     1.000000
 2597 SALCZ   ( -4)       0.845771733       0.084542052  10.00415     2.914249
 2594 SALYZ   (  0)       0.119312486       0.104345083   1.14344     3.998708

SE of equation            =     0.141068661
Sum of squared residuals  = 0.796014687      -0.656363852E-11
Average absolute error    =     0.086946074
Sum of ABS residuals      =  3.73868116    
R squared                 =   0.71773
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1970.1   2012.4     43
@ VE                                                                          
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   251  ;                                                                  

Equation number =  251
**********************

Dependent variable = VELIMZ  

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable        0.944740855

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.487761400       0.405338765  -6.13749     1.000000
 2669 VELIMZ  ( -4)       0.111518948       0.112432638   0.99187     0.934623
 2668 VELCIGZ (  0)       1.401358771       0.203285485   6.89355     2.375034

SE of equation            =     0.128081745
Sum of squared residuals  = 0.787436807      -0.100491837E-11
Average absolute error    =     0.093521271
Sum of ABS residuals      =  4.76958483    
R squared                 =   0.76681
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   252  ;                                                                  

Equation number =  252
**********************

Dependent variable = VELCZ   

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable        1.903705777

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.493912818       0.293614549  -1.68218     1.000000
 2675 VELCZ   ( -4)       0.726983710       0.078377398   9.27543     1.896055
 2672 VELYZ   (  0)       0.411949328       0.117884664   3.49451     2.474133

SE of equation            =     0.075613106
Sum of squared residuals  = 0.274432407      -0.104189990E-10
Average absolute error    =     0.056278483
Sum of ABS residuals      =  2.87020266    
R squared                 =   0.71620
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   253  ;                                                                  

Equation number =  253
**********************

Dependent variable = VELM1Z  

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable        0.581122086

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.652007798       0.917972997  -1.79963     1.000000
 2676 VELM1Z  ( -4)       0.841642631       0.086130720   9.77169     0.551009
 2648 VERS    (  0)      -0.001890102       0.001616089  -1.16955    22.430392
 2672 VELYZ   (  0)       0.732285790       0.383820798   1.90788     2.474133

SE of equation            =     0.191090288
Sum of squared residuals  =  1.71622841      -0.112287957E-11
Average absolute error    =     0.128240768
Sum of ABS residuals      =  6.54027916    
R squared                 =   0.84558
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
@ CO                                                                          
 SMPL  1970.1  2012.4  ;                                                      
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
EST   254  ;                                                                  

Equation number =  254
**********************

Dependent variable = COLIMZ  

 1970.1 -   2012.4,  129 missing obs.,   43 obs. used.

Mean of dependent variable        6.976253865

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.162677453       1.183960271  -1.82665     1.000000
 2749 COLIMZ  ( -4)       0.139501194       0.142397972   0.97966     6.948485
 2748 COLCIGZ (  0)       0.940704385       0.181062891   5.19546     8.781374
 2766 COLPYZZ (  0)       0.115633901       0.046489857   2.48729    -0.787553

SE of equation            =     0.075139118
Sum of squared residuals  = 0.220189595      -0.401861655E-09
Average absolute error    =     0.056729760
Sum of ABS residuals      =  2.43937968    
R squared                 =   0.96239
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1970.1   2012.4     43
 SMPL  1970.1  2012.4  ;                                                      
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
EST   255  ;                                                                  

Equation number =  255
**********************

Dependent variable = COLCZ   

 1970.1 -   2012.4,  129 missing obs.,   43 obs. used.

Mean of dependent variable        8.393602803

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.712263715       0.194152631   3.66858     1.000000
 2755 COLCZ   ( -4)       0.494119204       0.100472326   4.91796     8.377372
 2752 COLYZ   (  0)       0.403093990       0.082510396   4.88537     8.786831

SE of equation            =     0.022570728
Sum of squared residuals  = 0.203775104E-01   0.978989334E-09
Average absolute error    =     0.016343036
Sum of ABS residuals      = 0.702750557    
R squared                 =   0.98385
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1970.1   2012.4     43
 SMPL  1970.1  2012.4  ;                                                      
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
EST   256  ;                                                                  

Equation number =  256
**********************

Dependent variable = NONE256 

 1970.1 -   2012.4,  129 missing obs.,   43 obs. used.

Mean of dependent variable        1.000000000

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       1.000000000       0.000000000   0.00000     1.000000

SE of equation            =     0.000000000
Sum of squared residuals  =  0.00000000        0.00000000    
Average absolute error    =     0.000000000
Sum of ABS residuals      =  0.00000000    
R squared                 =   0.00000
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1970.1   2012.4     43
@ SPECIAL CO                                                                  
 SMPL  1978.1  2012.4  ;                                                      
Sample period is now  1978.1 to  2012.4 Internally:   105 to   244
EST   257  ;                                                                  
@ JO                                                                          
 SMPL  1978.1  2009.4  ;                                                      
Sample period is now  1978.1 to  2009.4 Internally:   105 to   232
EST   258  ;                                                                  

Equation number =  258
**********************

Dependent variable = JOLIMZ  

 1978.1 -   2009.4,   96 missing obs.,   32 obs. used.

Mean of dependent variable        7.022141374

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.038417141       0.768535244  -1.35116     1.000000
 2831 JOLIMZ  ( -4)       0.320286755       0.132540016   2.41653     7.010184
 2830 JOLCIGZ (  0)       0.770516648       0.166700269   4.62217     7.547260

SE of equation            =     0.104021312
Sum of squared residuals  = 0.313792565      -0.488773466E-10
Average absolute error    =     0.075839713
Sum of ABS residuals      =  2.42687081    
R squared                 =   0.80730
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1978.1   2009.4     32
 SMPL  1978.1  2009.4  ;                                                      
Sample period is now  1978.1 to  2009.4 Internally:   105 to   232
EST   259  ;                                                                  

Equation number =  259
**********************

Dependent variable = JOLPY   

 1978.1 -   2009.4,   96 missing obs.,   32 obs. used.

Mean of dependent variable       -0.370519762

                     Coef est             SE           T statistic      Mean
 2832 JOLPY   ( -4)       0.872151857       0.072085027  12.09893    -0.418951
   40 C       (  0)       0.162197731       0.171456965   0.94600     1.000000
   29 TN      (  0)      -0.002169052       0.003883406  -0.55854    34.500000
 2833 JOLPM   (  0)       0.158835224       0.042701484   3.71967    -0.582339

SE of equation            =     0.037378100
Sum of squared residuals  = 0.391194252E-01  -0.106384346E-11
Average absolute error    =     0.028599491
Sum of ABS residuals      = 0.915183716    
R squared                 =   0.99337
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1978.1   2009.4     32
@ SY                                                                          
 SMPL  1965.1  2009.4  ;                                                      
Sample period is now  1965.1 to  2009.4 Internally:    53 to   232
EST   260  ;                                                                  

Equation number =  260
**********************

Dependent variable = SYLIMZ  

 1965.1 -   2009.4,  135 missing obs.,   45 obs. used.

Mean of dependent variable        9.773007953

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -4.593677993       1.267179541  -3.62512     1.000000
 2915 SYLIMZ  ( -4)       0.303991985       0.133005684   2.28556     9.740824
 2932 SYLPYZZ (  0)       0.096649682       0.036049868   2.68100    -0.940716
 2914 SYLCIGZ (  0)       1.041937727       0.219653678   4.74355    11.033743

SE of equation            =     0.125265177
Sum of squared residuals  = 0.643345952      -0.181994331E-08
Average absolute error    =     0.096580047
Sum of ABS residuals      =  4.34610211    
R squared                 =   0.93874
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1965.1   2009.4     45
 SMPL  1965.1  2009.4  ;                                                      
Sample period is now  1965.1 to  2009.4 Internally:    53 to   232
EST   261  ;                                                                  

Equation number =  261
**********************

Dependent variable = SYLCZ   

 1965.1 -   2009.4,  135 missing obs.,   45 obs. used.

Mean of dependent variable       10.600860164

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       1.512319180       0.375574388   4.02668     1.000000
 2918 SYLYZ   (  0)       0.827415188       0.034180355  24.20733    10.984257

SE of equation            =     0.065923463
Sum of squared residuals  = 0.186873830      -0.145472967E-09
Average absolute error    =     0.049886522
Sum of ABS residuals      =  2.24489351    
R squared                 =   0.93164
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1965.1   2009.4     45
 SMPL  1965.1  2009.4  ;                                                      
Sample period is now  1965.1 to  2009.4 Internally:    53 to   232
EST   262  ;                                                                  

Equation number =  262
**********************

Dependent variable = SYLPY   

 1965.1 -   2009.4,  135 missing obs.,   45 obs. used.

Mean of dependent variable       -1.646734892

                     Coef est             SE           T statistic      Mean
 2916 SYLPY   ( -4)       0.895142699       0.047832176  18.71424    -1.733357
   40 C       (  0)      -0.135067270       0.223334337  -0.60478     1.000000
   29 TN      (  0)       0.004272527       0.005015651   0.85184    28.000000
 2917 SYLPM   (  0)       0.112881936       0.026382472   4.27867    -0.706019

SE of equation            =     0.065483809
Sum of squared residuals  = 0.175813301      -0.426939040E-11
Average absolute error    =     0.048771335
Sum of ABS residuals      =  2.19471006    
R squared                 =   0.99780
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1965.1   2009.4     45
@ ID                                                                          
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   263  ;                                                                  

Equation number =  263
**********************

Dependent variable = IDLIMZ  

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable        0.577060196

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.007568216       0.526828202  -1.91252     1.000000
 3000 IDLIMZ  ( -4)       0.845661429       0.096243195   8.78671     0.514132
 2999 IDLCIGZ (  0)       0.397797446       0.199080374   1.99818     2.890533

SE of equation            =     0.103165443
Sum of squared residuals  = 0.510869216       0.183517090E-11
Average absolute error    =     0.076028443
Sum of ABS residuals      =  3.87745062    
R squared                 =   0.99000
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   264  ;                                                                  

Equation number =  264
**********************

Dependent variable = IDLCZ   

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable        2.503198731

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.192256435       0.042468534   4.52703     1.000000
 3006 IDLCZ   ( -4)       0.170459038       0.108408327   1.57238     2.478686
 3003 IDLYZ   (  0)       0.665255516       0.082792778   8.03519     2.888888
 2979 IDRS    (  0)      -0.002862784       0.000942077  -3.03880    11.674201

SE of equation            =     0.024971731
Sum of squared residuals  = 0.293086065E-01  -0.246012100E-10
Average absolute error    =     0.017667305
Sum of ABS residuals      = 0.901032570    
R squared                 =   0.99580
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   265  ;                                                                  

Equation number =  265
**********************

Dependent variable = IDLI    

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable        7.992581620

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.840826956       0.507428501  -3.62776     1.000000
 3028 IDLI    ( -4)       0.615598839       0.109872217   5.60286     7.926834
 3029 IDLY    (  0)       0.517856376       0.143545984   3.60760     9.565699

SE of equation            =     0.051212527
Sum of squared residuals  = 0.125890703      -0.495556485E-09
Average absolute error    =     0.040298710
Sum of ABS residuals      =  2.05523419    
R squared                 =   0.99752
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   266  ;                                                                  

Equation number =  266
**********************

Dependent variable = IDLM1Z  

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable        1.085739998

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.731486830       0.282093319  -2.59307     1.000000
 3008 IDLM1ZL (  0)       0.647776228       0.130380016   4.96837     0.979927
 3003 IDLYZ   (  0)       0.411455212       0.147705724   2.78564     2.888888
 2979 IDRS    (  0)      -0.000530633       0.002187227  -0.24261    11.674201

SE of equation            =     0.048345327
Sum of squared residuals  = 0.109851719      -0.549488233E-11
Average absolute error    =     0.034391905
Sum of ABS residuals      =  1.75398715    
R squared                 =   0.99233
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   267  ;                                                                  

Equation number =  267
**********************

Dependent variable = IDRS    

 1972.1 -   2012.4,  123 missing obs.,   41 obs. used.

Mean of dependent variable       13.368640266

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.280787651       1.171921464   0.23960     1.000000
 2979 IDRS    ( -4)       0.827532395       0.072929181  11.34707    13.263660
 3014 IDPCPY  (  0)       0.262142741       0.061998300   4.22822     8.055705

SE of equation            =     1.562844268
Sum of squared residuals  =  92.8143238      -0.153121960E-11
Average absolute error    =     1.082040623
Sum of ABS residuals      =  44.3636655    
R squared                 =   0.78195
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1972.1   2012.4     41
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   268  ;                                                                  
@ MA                                                                          
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   269  ;                                                                  

Equation number =  269
**********************

Dependent variable = MALIMZ  

 1972.1 -   2012.4,  123 missing obs.,   41 obs. used.

Mean of dependent variable        9.082351940

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.266029371       0.725354045  -1.74540     1.000000
 3084 MALIMZ  ( -4)       0.793387858       0.074118096  10.70437     9.028299
 3083 MALCIGZ (  0)       0.339481642       0.143630985   2.36357     9.383243

SE of equation            =     0.094410613
Sum of squared residuals  = 0.338707823      -0.124313004E-09
Average absolute error    =     0.074894616
Sum of ABS residuals      =  3.07067926    
R squared                 =   0.98422
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1972.1   2012.4     41
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   270  ;                                                                  

Equation number =  270
**********************

Dependent variable = MALCZ   

 1972.1 -   2012.4,  123 missing obs.,   41 obs. used.

Mean of dependent variable        8.766533780

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.367174245       0.177583059   2.06762     1.000000
 3090 MALCZ   ( -4)       0.515839222       0.128960313   3.99998     8.733943
 3087 MALYZ   (  0)       0.410644743       0.109187751   3.76090     9.482768

SE of equation            =     0.043277606
Sum of squared residuals  = 0.711721458E-01  -0.561522384E-09
Average absolute error    =     0.029461356
Sum of ABS residuals      =  1.20791558    
R squared                 =   0.98759
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1972.1   2012.4     41
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   271  ;                                                                  

Equation number =  271
**********************

Dependent variable = MALPY   

 1972.1 -   2012.4,  123 missing obs.,   41 obs. used.

Mean of dependent variable       -0.515159638

                     Coef est             SE           T statistic      Mean
 3085 MALPY   ( -4)       0.352445017       0.112670398   3.12811    -0.558214
   40 C       (  0)      -0.925633832       0.176428251  -5.24652     1.000000
   29 TN      (  0)       0.018370448       0.003480230   5.27852    33.000000
 3086 MALPM   (  0)       0.259103286       0.056393338   4.59457     0.003818

SE of equation            =     0.035588239
Sum of squared residuals  = 0.468613428E-01  -0.121005983E-11
Average absolute error    =     0.025445295
Sum of ABS residuals      =  1.04325709    
R squared                 =   0.99466
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1972.1   2012.4     41
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   272  ;                                                                  
@ PA                                                                          
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   273  ;                                                                  

Equation number =  273
**********************

Dependent variable = PALIMZ  

 1974.1 -   2012.4,  117 missing obs.,   39 obs. used.

Mean of dependent variable        1.828168708

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.029641813       0.324007987  -3.17783     1.000000
 3168 PALIMZ  ( -4)       0.420078569       0.117965207   3.56104     1.796687
 3167 PALCIGZ (  0)       0.600432141       0.143326436   4.18926     3.502579

SE of equation            =     0.089540844
Sum of squared residuals  = 0.288632260       0.733302308E-11
Average absolute error    =     0.070858083
Sum of ABS residuals      =  2.76346524    
R squared                 =   0.89589
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1974.1   2012.4     39
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   274  ;                                                                  

Equation number =  274
**********************

Dependent variable = PALCZ   

 1974.1 -   2012.4,  117 missing obs.,   39 obs. used.

Mean of dependent variable        3.194298338

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.036223463       0.079216639  -0.45727     1.000000
 3174 PALCZ   ( -4)       0.859239310       0.105015826   8.18200     3.168208
 3171 PALYZ   (  0)       0.146903226       0.102149483   1.43812     3.459919

SE of equation            =     0.034647240
Sum of squared residuals  = 0.432155242E-01   0.123018928E-09
Average absolute error    =     0.026596949
Sum of ABS residuals      =  1.03728101    
R squared                 =   0.98124
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1974.1   2012.4     39
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   275  ;                                                                  

Equation number =  275
**********************

Dependent variable = PALI    

 1974.1 -   2012.4,  117 missing obs.,   39 obs. used.

Mean of dependent variable        6.406400814

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.225540114       0.310604080   0.72613     1.000000
 3196 PALI    ( -4)       0.799117646       0.104183362   7.67030     6.359124
 3197 PALY    (  0)       0.133867589       0.111297556   1.20279     8.210891

SE of equation            =     0.088224220
Sum of squared residuals  = 0.280206470       0.111405996E-09
Average absolute error    =     0.064586963
Sum of ABS residuals      =  2.51889158    
R squared                 =   0.97578
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1974.1   2012.4     39
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   276  ;                                                                  

Equation number =  276
**********************

Dependent variable = PALY    

 1974.1 -   2012.4,  117 missing obs.,   39 obs. used.

Mean of dependent variable        8.210891341

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.098768702       0.055917985  -1.76631     1.000000
 3197 PALY    ( -4)       0.074843860       0.034579628   2.16439     8.162427
 3198 PALX    (  0)       0.956288769       0.031985518  29.89755     8.195252
 3199 PALV    ( -4)      -0.020651383       0.010700820  -1.92989     6.695653

SE of equation            =     0.003538255
Sum of squared residuals  = 0.438173674E-03  -0.755766560E-08
Average absolute error    =     0.002498617
Sum of ABS residuals      = 0.974460817E-01
R squared                 =   0.99996
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1974.1   2012.4     39
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   277  ;                                                                  

Equation number =  277
**********************

Dependent variable = PALPY   

 1974.1 -   2012.4,  117 missing obs.,   39 obs. used.

Mean of dependent variable       -0.997286431

                     Coef est             SE           T statistic      Mean
 3169 PALPY   ( -4)       0.724272365       0.067665631  10.70370    -1.095820
   40 C       (  0)       0.287310223       0.299612163   0.95894     1.000000
   29 TN      (  0)      -0.004817045       0.006535807  -0.73702    34.000000
 3170 PALPM   (  0)       0.291611137       0.046305985   6.29748    -1.121854

SE of equation            =     0.032904876
Sum of squared residuals  = 0.378955808E-01  -0.303321812E-10
Average absolute error    =     0.022504638
Sum of ABS residuals      = 0.877680878    
R squared                 =   0.99905
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1974.1   2012.4     39
@ SPECIAL PA                                                                  
 SMPL 1974.1 2007.4 ;                                                         
Sample period is now  1974.1 to  2007.4 Internally:    89 to   224
EST   278  ;                                                                  

Equation number =  278
**********************

Dependent variable = PALM1Z  

 1974.1 -   2007.4,  102 missing obs.,   34 obs. used.

Mean of dependent variable        2.104284637

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.188160159       0.327209957  -0.57504     1.000000
 3176 PALM1ZL (  0)       0.843956950       0.121471368   6.94778     1.984937
 3147 PARS    (  0)      -0.009925284       0.005513364  -1.80022     8.437951
 3171 PALYZ   (  0)       0.205805624       0.154304256   1.33377     3.406091

SE of equation            =     0.068205361
Sum of squared residuals  = 0.139559139       0.149702473E-10
Average absolute error    =     0.050533600
Sum of ABS residuals      =  1.71814239    
R squared                 =   0.94951
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1974.1   2007.4     34
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   279  ;                                                                  

Equation number =  279
**********************

Dependent variable = PARS    

 1974.1 -   2012.4,  117 missing obs.,   39 obs. used.

Mean of dependent variable        8.866847436

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       1.946426679       0.894620835   2.17570     1.000000
 3147 PARS    ( -4)       0.667867565       0.098002623   6.81479     8.765722
 3182 PAPCPY  (  0)       0.146585340       0.043477888   3.37149    10.480210
 3159 PAZZ    (  0)      15.940543141       7.640167340   2.08641    -0.029495

SE of equation            =     1.394775830
Sum of squared residuals  =  68.0889866       0.125499611E-11
Average absolute error    =     1.061771367
Sum of ABS residuals      =  41.4090833    
R squared                 =   0.68891
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1974.1   2012.4     39
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   280  ;                                                                  
@ PH                                                                          
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   281  ;                                                                  

Equation number =  281
**********************

Dependent variable = PHLIMZ  

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable        2.795289810

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.276214699       0.838657953  -1.52173     1.000000
 3254 PHLIMZ  ( -4)       0.781414815       0.088043683   8.87531     2.761380
 3253 PHLCIGZ (  0)       0.474602579       0.260127970   1.82450     4.032260

SE of equation            =     0.159152348
Sum of squared residuals  =  1.21581455       0.290321100E-10
Average absolute error    =     0.107243279
Sum of ABS residuals      =  5.46940725    
R squared                 =   0.92081
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   282  ;                                                                  

Equation number =  282
**********************

Dependent variable = PHLCZ   

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable        3.681642501

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.034477616       0.070771788  -0.48717     1.000000
 3260 PHLCZ   ( -4)       0.875194100       0.053677194  16.30477     3.667728
 3257 PHLYZ   (  0)       0.134781327       0.051650644   2.60948     4.014705
 3233 PHRS    (  0)      -0.002488280       0.000608684  -4.08797    14.050195

SE of equation            =     0.019417025
Sum of squared residuals  = 0.177199801E-01  -0.145061740E-10
Average absolute error    =     0.014743713
Sum of ABS residuals      = 0.751929365    
R squared                 =   0.98851
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   283  ;                                                                  

Equation number =  283
**********************

Dependent variable = PHLPY   

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable       -1.715926735

                     Coef est             SE           T statistic      Mean
 3255 PHLPY   ( -4)       0.799995643       0.095780242   8.35241    -1.804598
   40 C       (  0)       0.013904631       0.259668777   0.05355     1.000000
   29 TN      (  0)       0.001460875       0.005673733   0.25748    28.000000
 3256 PHLPM   ( -4)       0.175030098       0.059967663   2.91874    -1.855187
 3245 PHZZ    ( -4)       0.222560189       0.211260938   1.05348    -0.010566

SE of equation            =     0.064221604
Sum of squared residuals  = 0.189723063       0.116496951E-10
Average absolute error    =     0.037626572
Sum of ABS residuals      =  1.91895516    
R squared                 =   0.99833
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
@ SPECIAL PH                                                                  
 SMPL 1962.1 2007.4 ;                                                         
Sample period is now  1962.1 to  2007.4 Internally:    41 to   224
EST   284  ;                                                                  

Equation number =  284
**********************

Dependent variable = PHLM1Z  

 1962.1 -   2007.4,  138 missing obs.,   46 obs. used.

Mean of dependent variable        1.587397507

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.415518252       0.327257019  -1.26970     1.000000
 3262 PHLM1ZL (  0)       0.714225741       0.084756006   8.42685     1.481228
 3233 PHRS    (  0)      -0.009394579       0.003659408  -2.56724    14.765810
 3257 PHLYZ   (  0)       0.272361245       0.095319912   2.85734     3.978918

SE of equation            =     0.076512397
Sum of squared residuals  = 0.245874171      -0.389599464E-11
Average absolute error    =     0.060286568
Sum of ABS residuals      =  2.77318212    
R squared                 =   0.88509
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2007.4     46
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   285  ;                                                                  

Equation number =  285
**********************

Dependent variable = PHRS    

 1972.1 -   2012.4,  123 missing obs.,   41 obs. used.

Mean of dependent variable       14.251461707

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       1.289934875       1.144302063   1.12727     1.000000
 3233 PHRS    ( -4)       0.675162458       0.082418269   8.19190    14.503181
 3268 PHPCPY  (  0)       0.163569833       0.047391788   3.45144    10.067225
   24 USRSN   (  0)       0.287829342       0.136366978   2.11070     5.290736

SE of equation            =     2.374914602
Sum of squared residuals  =  208.688117       0.480504525E-12
Average absolute error    =     1.610397998
Sum of ABS residuals      =  66.0263179    
R squared                 =   0.81345
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1972.1   2012.4     41
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   286  ;                                                                  

Equation number =  286
**********************

Dependent variable = PHLE1   

 1972.1 -   2012.4,  123 missing obs.,   41 obs. used.

Mean of dependent variable        0.045899097

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.789822887       0.370101853  -2.13407     1.000000
 3277 PHLEA   (  0)       0.265043974       0.117276945   2.25998     3.153145

SE of equation            =     0.097081359
Sum of squared residuals  = 0.367566818       0.477395901E-14
Average absolute error    =     0.072246065
Sum of ABS residuals      =  2.96208866    
R squared                 =   0.11580
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1972.1   2012.4     41
@ TH                                                                          
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   287  ;                                                                  

Equation number =  287
**********************

Dependent variable = THLIMZ  

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable        2.852259371

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.967775513       0.321800827  -3.00737     1.000000
 3341 THLIMZ  ( -4)       0.736792167       0.079205968   9.30223     2.781692
 3340 THLCIGZ (  0)       0.453541930       0.137522881   3.29794     3.903732

SE of equation            =     0.103403061
Sum of squared residuals  = 0.513225268      -0.681299461E-11
Average absolute error    =     0.080507833
Sum of ABS residuals      =  4.10589948    
R squared                 =   0.99201
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   288  ;                                                                  

Equation number =  288
**********************

Dependent variable = THLCZ   

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable        3.415967306

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.067167909       0.020704967   3.24405     1.000000
 3347 THLCZ   ( -4)       0.436396739       0.072054300   6.05650     3.377684
 3344 THLYZ   (  0)       0.479448177       0.061998628   7.73321     3.910306

SE of equation            =     0.024942562
Sum of squared residuals  = 0.298623075E-01  -0.125186084E-09
Average absolute error    =     0.018477765
Sum of ABS residuals      = 0.942366040    
R squared                 =   0.99823
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   289  ;                                                                  

Equation number =  289
**********************

Dependent variable = THLPY   

 1962.1 -   2012.4,  153 missing obs.,   51 obs. used.

Mean of dependent variable       -0.767894974

                     Coef est             SE           T statistic      Mean
 3342 THLPY   ( -4)       0.763367480       0.074967759  10.18261    -0.810704
   40 C       (  0)       0.091633346       0.095043963   0.96412     1.000000
   29 TN      (  0)      -0.000492174       0.002075084  -0.23718    28.000000
 3343 THLPM   (  0)       0.177754169       0.044396097   4.00382    -1.186624
 3332 THZZ    ( -4)       0.314015107       0.104150681   3.01501    -0.050810

SE of equation            =     0.034912641
Sum of squared residuals  = 0.560690545E-01   0.257974198E-11
Average absolute error    =     0.024174484
Sum of ABS residuals      =  1.23289867    
R squared                 =   0.99787
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2012.4     51
@ SPECIAL TH                                                                  
 SMPL 1978.1 2012.4 ;                                                         
Sample period is now  1978.1 to  2012.4 Internally:   105 to   244
EST   290  ;                                                                  

Equation number =  290
**********************

Dependent variable = THRBZ   

 1978.1 -   2012.4,  105 missing obs.,   35 obs. used.

Mean of dependent variable        0.514469429

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.011793483       0.176810113   0.06670     1.000000
 3360 THRBZZ  (  0)       0.830800164       0.073103827  11.36466     0.667803
 3361 THRSZ   (  0)       0.338747427       0.060409930   5.60748    -0.153905

SE of equation            =     0.998132622
Sum of squared residuals  =  31.8805994      -0.113242749E-13
Average absolute error    =     0.713519818
Sum of ABS residuals      =  24.9731936    
R squared                 =   0.88122
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1978.1   2012.4     35
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   291  ;                                                                  
@ CH                                                                          
 SMPL  1984.1  2011.4  ;                                                      
Sample period is now  1984.1 to  2011.4 Internally:   129 to   240
EST   292  ;                                                                  

Equation number =  292
**********************

Dependent variable = CHLIMZ  

 1984.1 -   2011.4,   84 missing obs.,   28 obs. used.

Mean of dependent variable        0.484187134

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.850108124       0.300789726  -2.82625     1.000000
 3423 CHLIMZ  ( -4)       0.574331635       0.115345793   4.97922     0.347232
 3422 CHLCIGZ (  0)       0.580617092       0.173650206   3.34360     1.954591

SE of equation            =     0.111070187
Sum of squared residuals  = 0.308414663       0.597799588E-12
Average absolute error    =     0.087583193
Sum of ABS residuals      =  2.45232940    
R squared                 =   0.98909
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1984.1   2011.4     28
 SMPL  1984.1  2011.4  ;                                                      
Sample period is now  1984.1 to  2011.4 Internally:   129 to   240
EST   293  ;                                                                  

Equation number =  293
**********************

Dependent variable = CHLCZ   

 1984.1 -   2011.4,   84 missing obs.,   28 obs. used.

Mean of dependent variable        1.199695356

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.116684983       0.053680477  -2.17369     1.000000
 3429 CHLCZ   ( -4)       0.593982797       0.092601824   6.41437     1.126978
 3426 CHLYZ   (  0)       0.330254024       0.075458335   4.37664     2.025624
 3402 CHRS    (  0)      -0.002891735       0.003059803  -0.94507     7.606429

SE of equation            =     0.024930819
Sum of squared residuals  = 0.149170981E-01   0.220029550E-11
Average absolute error    =     0.018427320
Sum of ABS residuals      = 0.515964968    
R squared                 =   0.99839
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1984.1   2011.4     28
 SMPL  1984.1  2011.4  ;                                                      
Sample period is now  1984.1 to  2011.4 Internally:   129 to   240
EST   294  ;                                                                  

Equation number =  294
**********************

Dependent variable = CHLI    

 1984.1 -   2011.4,   84 missing obs.,   28 obs. used.

Mean of dependent variable        8.077006176

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.286554583       0.672726595  -1.91245     1.000000
 3451 CHLI    ( -4)       0.461774789       0.203429719   2.26995     7.961527
 3452 CHLY    (  0)       0.629938930       0.245514584   2.56579     9.145224
 3402 CHRS    (  0)      -0.009702904       0.008155871  -1.18968     7.606429

SE of equation            =     0.069398379
Sum of squared residuals  = 0.115587241       0.134728939E-08
Average absolute error    =     0.047833351
Sum of ABS residuals      =  1.33933382    
R squared                 =   0.99512
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1984.1   2011.4     28
 SMPL  1984.1  2011.4  ;                                                      
Sample period is now  1984.1 to  2011.4 Internally:   129 to   240
EST   295  ;                                                                  

Equation number =  295
**********************

Dependent variable = CHLPY   

 1984.1 -   2011.4,   84 missing obs.,   28 obs. used.

First stage regressors 

   40 C        (  0)
19005 CHLGZ    (  0)
19006 CHLEXZ   ( -4)
 3424 CHLPY    ( -4)
 3426 CHLYZ    ( -4)
 3402 CHRS     ( -4)
   29 TN       (  0)
 3414 CHZZ     ( -4)
 3425 CHLPM    ( -4)

Mean of dependent variable       -0.347929114

                     Coef est             SE           T statistic      Mean
 3424 CHLPY   ( -4)       0.544304490       0.120953258   4.50012    -0.404854
   40 C       (  0)      -0.560842563       0.203738552  -2.75276     1.000000
   29 TN      (  0)       0.013707330       0.004546181   3.01513    38.500000
 3414 CHZZ    (  0)       0.511769519       0.247192037   2.07033    -0.041405
 3425 CHLPM   ( -4)       0.188745392       0.053094165   3.55492    -0.388170

SE of equation            =     0.038043308
Sum of squared residuals  = 0.332877448E-01   0.111031885E-09
Average absolute error    =     0.026789850
Sum of ABS residuals      = 0.750115791    
R squared                 =   0.99450
Durbin-Watson statistic   =   0.00000
Overid test: p-value      = 0.55504         (df =   6)
SMPL and No. Obs.         = 1984.1   2011.4     28
UDU for 2SLS              = 0.184079848E-01
 SMPL  1984.1  2012.4  ;                                                      
Sample period is now  1984.1 to  2012.4 Internally:   129 to   244
EST   296  ;                                                                  
@ AR                                                                          
 SMPL  1994.1  2012.4  ;                                                      
Sample period is now  1994.1 to  2012.4 Internally:   169 to   244
EST   297  ;                                                                  

Equation number =  297
**********************

Dependent variable = ARLCZ   

 1994.1 -   2012.4,   57 missing obs.,   19 obs. used.

Mean of dependent variable        9.109392564

                     Coef est             SE           T statistic      Mean
 3510 ARLYZ   (  0)       0.468045574       0.095458966   4.90311     9.566122
 3513 ARLCZ   ( -4)       0.385185531       0.145438918   2.64844     9.093598
   40 C       (  0)       1.129289099       0.927579726   1.21746     1.000000

SE of equation            =     0.049936237
Sum of squared residuals  = 0.398980439E-01  -0.398221900E-09
Average absolute error    =     0.030078207
Sum of ABS residuals      = 0.571485930    
R squared                 =   0.86315
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1994.1   2012.4     19
@ BR                                                                          
 SMPL  1995.1  2011.4  ;                                                      
Sample period is now  1995.1 to  2011.4 Internally:   173 to   240
EST   298  ;                                                                  

Equation number =  298
**********************

Dependent variable = BRLIMZ  

 1995.1 -   2011.4,   51 missing obs.,   17 obs. used.

Mean of dependent variable        7.160467440

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.514260641       2.628890776  -0.95640     1.000000
 3591 BRLIMZ  ( -4)       0.763755403       0.156085529   4.89319     7.123291
 3590 BRLCIGZ (  0)       0.453231532       0.345789391   1.31072     9.342413

SE of equation            =     0.100784761
Sum of squared residuals  = 0.142205954       0.374758002E-10
Average absolute error    =     0.073372977
Sum of ABS residuals      =  1.24734060    
R squared                 =   0.81319
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1995.1   2011.4     17
 SMPL  1995.1  2011.4  ;                                                      
Sample period is now  1995.1 to  2011.4 Internally:   173 to   240
EST   299  ;                                                                  

Equation number =  299
**********************

Dependent variable = BRLCZ   

 1995.1 -   2011.4,   51 missing obs.,   17 obs. used.

Mean of dependent variable        8.870409873

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.749552232       0.513811459   1.45881     1.000000
 3597 BRLCZ   ( -4)       0.451849527       0.123937457   3.64579     8.851404
 3594 BRLYZ   (  0)       0.440780673       0.089920945   4.90187     9.350126

SE of equation            =     0.016033289
Sum of squared residuals  = 0.359892892E-02   0.891287044E-09
Average absolute error    =     0.012619404
Sum of ABS residuals      = 0.214529872    
R squared                 =   0.96048
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1995.1   2011.4     17
@ CE                                                                          
 SMPL  1978.1  2012.4  ;                                                      
Sample period is now  1978.1 to  2012.4 Internally:   105 to   244
EST   300  ;                                                                  

Equation number =  300
**********************

Dependent variable = CELIMZ  

 1978.1 -   2012.4,  105 missing obs.,   35 obs. used.

Mean of dependent variable        6.703841141

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.321849917       0.649866040  -3.57281     1.000000
 3675 CELIMZ  ( -4)       0.342787962       0.151252560   2.26633     6.657944
 3674 CELCIGZ (  0)       0.851173012       0.199796680   4.26020     7.922511

SE of equation            =     0.102158705
Sum of squared residuals  = 0.333964830       0.185744753E-10
Average absolute error    =     0.072109900
Sum of ABS residuals      =  2.52384649    
R squared                 =   0.95918
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1978.1   2012.4     35
 SMPL  1978.1  2012.4  ;                                                      
Sample period is now  1978.1 to  2012.4 Internally:   105 to   244
EST   301  ;                                                                  

Equation number =  301
**********************

Dependent variable = CELCZ   

 1978.1 -   2012.4,  105 missing obs.,   35 obs. used.

Mean of dependent variable        7.511477791

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.236688461       0.156208973   1.51520     1.000000
 3681 CELCZ   ( -4)       0.490278247       0.083147705   5.89647     7.481692
 3678 CELYZ   (  0)       0.453153064       0.070352676   6.44116     7.959074

SE of equation            =     0.038324822
Sum of squared residuals  = 0.470013427E-01   0.230311770E-09
Average absolute error    =     0.029932351
Sum of ABS residuals      =  1.04763228    
R squared                 =   0.98778
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1978.1   2012.4     35
 SMPL  1978.1  2012.4  ;                                                      
Sample period is now  1978.1 to  2012.4 Internally:   105 to   244
EST   302  ;                                                                  

Equation number =  302
**********************

Dependent variable = CELPY   

 1978.1 -   2012.4,  105 missing obs.,   35 obs. used.

Mean of dependent variable       -0.968132905

                     Coef est             SE           T statistic      Mean
 3676 CELPY   ( -4)       0.593370977       0.074988008   7.91288    -1.094863
   40 C       (  0)      -0.313052808       0.129478445  -2.41780     1.000000
   29 TN      (  0)       0.007210954       0.002815118   2.56151    36.000000
 3677 CELPM   (  0)       0.341147922       0.077421783   4.40636    -0.705039
 3666 CEZZ    ( -4)       0.541021040       0.194457503   2.78221    -0.045270

SE of equation            =     0.048905561
Sum of squared residuals  = 0.717526166E-01  -0.824396107E-12
Average absolute error    =     0.035937517
Sum of ABS residuals      =  1.25781308    
R squared                 =   0.99847
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1978.1   2012.4     35
@ ME                                                                          
 SMPL  1962.1  2011.4  ;                                                      
Sample period is now  1962.1 to  2011.4 Internally:    41 to   240
EST   303  ;                                                                  

Equation number =  303
**********************

Dependent variable = MELIMZ  

 1962.1 -   2011.4,  150 missing obs.,   50 obs. used.

Mean of dependent variable        8.843750192

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.774936149       1.619538232  -1.71341     1.000000
 3759 MELIMZ  ( -4)       0.825453032       0.070429807  11.72022     8.796055
 3776 MELPYZZ (  0)       0.293547476       0.136765192   2.14636    -0.213174
 3758 MELCIGZ (  0)       0.404388221       0.192275973   2.10317    10.931409

SE of equation            =     0.154174961
Sum of squared residuals  =  1.09341626       0.293423952E-09
Average absolute error    =     0.107211944
Sum of ABS residuals      =  5.36059722    
R squared                 =   0.96582
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2011.4     50
 SMPL  1962.1  2011.4  ;                                                      
Sample period is now  1962.1 to  2011.4 Internally:    41 to   240
EST   304  ;                                                                  

Equation number =  304
**********************

Dependent variable = MELCZ   

 1962.1 -   2011.4,  150 missing obs.,   50 obs. used.

Mean of dependent variable       10.550677548

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.363502819       0.204796173   1.77495     1.000000
 3765 MELCZ   ( -4)       0.492286605       0.093829976   5.24658    10.533848
 3762 MELYZ   (  0)       0.456514700       0.090207186   5.06074    10.955841

SE of equation            =     0.030213468
Sum of squared residuals  = 0.429041209E-01  -0.522550181E-08
Average absolute error    =     0.022258756
Sum of ABS residuals      =  1.11293782    
R squared                 =   0.98137
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1962.1   2011.4     50
 SMPL  1962.1  2011.4  ;                                                      
Sample period is now  1962.1 to  2011.4 Internally:    41 to   240
EST   305  ;                                                                  
@ PE                                                                          
 SMPL  1992.1  2012.4  ;                                                      
Sample period is now  1992.1 to  2012.4 Internally:   161 to   244
EST   306  ;                                                                  

Equation number =  306
**********************

Dependent variable = PELIMZ  

 1992.1 -   2012.4,   63 missing obs.,   21 obs. used.

Mean of dependent variable        7.473276838

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -8.971581238       0.767176161 -11.69429     1.000000
 3842 PELCIGZ (  0)       1.803220463       0.084103882  21.44040     9.119716

SE of equation            =     0.074584456
Sum of squared residuals  = 0.105693980      -0.900870489E-10
Average absolute error    =     0.056130170
Sum of ABS residuals      =  1.17873358    
R squared                 =   0.96031
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1992.1   2012.4     21
 SMPL  1992.1  2012.4  ;                                                      
Sample period is now  1992.1 to  2012.4 Internally:   161 to   244
EST   307  ;                                                                  

Equation number =  307
**********************

Dependent variable = PELCZ   

 1992.1 -   2012.4,   63 missing obs.,   21 obs. used.

Mean of dependent variable        8.742901706

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       1.091298118       0.425395241   2.56537     1.000000
 3849 PELCZ   ( -4)       0.454846934       0.121152632   3.75433     8.718041
 3846 PELYZ   (  0)       0.404058307       0.076438180   5.28608     9.123014

SE of equation            =     0.019969125
Sum of squared residuals  = 0.717778738E-02   0.146908263E-08
Average absolute error    =     0.013783665
Sum of ABS residuals      = 0.289456958    
R squared                 =   0.98465
Durbin-Watson statistic   =   0.00000
SMPL and No. Obs.         = 1992.1   2012.4     21
 SMPL 1972.2 2012.4 ;                                                         
Sample period is now  1972.2 to  2012.4 Internally:    82 to   244
EST   308  ;                                                                  

Equation number =  308
**********************

Dependent variable = EURS    

 1972.2 -   2012.4,    0 missing obs.,  163 obs. used.

First stage regressors 

   40 C        (  0)
 3873 EULPY    ( -1)
 3875 EULYZ    ( -1)
   33 EURB     ( -1)
   34 EURS     ( -1)
   38 EUZZ     ( -1)
   18 USRS     ( -1)
 3877 EUPCPY   ( -1)

Mean of dependent variable        4.797553092

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.465050880       0.124908243   3.72314     1.000000
   34 EURS    ( -1)       0.849198905       0.026371622  32.20124     4.822563
   38 EUZZ    (  0)      23.006257280       3.388435499   6.78964    -0.013250
   18 USRS    (  0)       0.082868430       0.020811350   3.98189     5.302119
 3877 EUPCPY  ( -1)       0.039855020       0.018336300   2.17356     2.575193

SE of equation            =     0.616120925
Sum of squared residuals  =  59.9775891       0.272140477E-09
Average absolute error    =     0.393086675
Sum of ABS residuals      =  64.0731280    
R squared                 =   0.95261
Durbin-Watson statistic   =   1.79051
Overid test: p-value      = 0.19073         (df =   3)
SMPL and No. Obs.         = 1972.2   2012.4    163
UDU for 2SLS              =  1.74923927    
 SMPL 1970.3 2012.4 ;                                                         
Sample period is now  1970.3 to  2012.4 Internally:    75 to   244
EST   309  ;                                                                  

Equation number =  309
**********************

Dependent variable = EURBZ   

 1970.3 -   2012.4,    0 missing obs.,  170 obs. used.

First stage regressors 

   40 C        (  0)
 3873 EULPY    ( -1)
 3875 EULYZ    ( -1)
   33 EURB     ( -1)
   33 EURB     ( -2)
   34 EURS     ( -1)
   34 EURS     ( -2)
   38 EUZZ     ( -1)
   18 USRS     ( -1)
 3877 EUPCPY   ( -1)

Mean of dependent variable        1.435800506

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.070624055       0.044260703   1.59564     1.000000
 3881 EURBZZ  (  0)       0.939847512       0.021731082  43.24900     1.472073
 3882 EURSZ   (  0)       0.321723486       0.077734141   4.13877    -0.107157
 3883 EURSZZ  (  0)      -0.303506007       0.098380152  -3.08503    -0.053137

SE of equation            =     0.363739903
Sum of squared residuals  =  21.9629151       0.994364591E-10
Average absolute error    =     0.276297614
Sum of ABS residuals      =  46.9705943    
R squared                 =   0.94888
Durbin-Watson statistic   =   1.65118
Overid test: p-value      = 0.00032         (df =   6)
SMPL and No. Obs.         = 1970.3   2012.4    170
UDU for 2SLS              =  3.24884833    
 SMPL 1972.2 2012.4 ;                                                         
Sample period is now  1972.2 to  2012.4 Internally:    82 to   244
EST   310  ;                                                                  

Equation number =  310
**********************

Dependent variable = EULE1   

 1972.2 -   2012.4,    0 missing obs.,  163 obs. used.

First stage regressors 

   40 C        (  0)
 3873 EULPY    ( -1)
 3875 EULYZ    ( -1)
   33 EURB     ( -1)
 3884 EULE1    ( -1)
 3885 EULEA    ( -1)
 3878 EULRSZ   ( -1)

Iter   Rhos:  1
   1     0.273812252
   2     0.298195524
   3     0.303162282
   4     0.304279182
   5     0.304535628
   6     0.304594788
   7     0.304608450
   8     0.304611606

Number of iterations for RHO =    8


Mean of dependent variable       -0.004609576

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.027567057       0.010473546  -2.63207     1.000000
 3885 EULEA   (  0)       0.087355578       0.035384894   2.46873     0.242674
 3878 EULRSZ  (  0)      -1.479014620       1.081776700  -1.36721    -0.001167
    0 RHO     ( -1)       0.304611606       0.086825545   3.50832     0.000000

SE of equation            =     0.046312490
Sum of squared residuals  = 0.341030624      -0.550847883E-07
Average absolute error    =     0.038126724
Sum of ABS residuals      =  6.21465601    
R squared                 =   0.12274
Durbin-Watson statistic   =   1.95293
Overid test: p-value      = 0.43406         (df =   4)
SMPL and No. Obs.         = 1972.2   2012.4    163
UDU for 2SLS              = 0.794579904E-02
END ;                                                                         
RETURN ;                                                                      
Control returned to previous input data set.
@ *                                                                           
INPUT FILE=MCESTPX2.INP;                                                      
Control passed to data set MCESTPX2.INP    
@                                                                             
@ Estimate equation 11 for annual countries (must use NLOLS):                 
@                                                                             
 SMPL  1962.1  2012.4 ;                                                       
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
NLOLS EQUATION=178 NCOEF=3 MAXITERS=200 FILESTART=MCPXBEG.DAT;                
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.320299044846E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      87 IER= 4 F=  0.304455684640E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.46610698669E-05  0.22535627950E-05  0.24260601929E-05

X VALUES

  0.49738281034E+00  0.10647397817E+01 -0.15023185062E+00

MEAN OF DEPENDENT VARIABLE   749999.217744771

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.497382810       0.028797318   17.27184
  2       1.100000000       1.064739782       0.069426685   15.33617
  3      -0.100000000      -0.150231851       0.070396126   -2.13409

SE of equation          =      0.012216505
Sum of squared residuals =  0.304455685E-01   0.154988466    
Sum of ABS residuals     =  0.907626052    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99839

 SMPL  1962.1  2012.4 ;                                                       
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
NLOLS EQUATION=189 NCOEF=3 MAXITERS=200 FILESTART=MCPXBEG.DAT;                
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.221278803716E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     125 IER= 4 F=  0.162419476160E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.48757830719E-05  0.36237839226E-05  0.35526291836E-05

X VALUES

  0.60671803865E+00  0.10592680956E+01 -0.11464164562E+00

MEAN OF DEPENDENT VARIABLE   749999.231419449

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.606718039       0.023024628   26.35083
  2       1.100000000       1.059268096       0.069400225   15.26318
  3      -0.100000000      -0.114641646       0.065173182   -1.75903

SE of equation          =      0.008922858
Sum of squared residuals =  0.162419476E-01  -0.101833952    
Sum of ABS residuals     =  0.700887533    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99373

 SMPL  1965.1  2012.4 ;                                                       
Sample period is now  1965.1 to  2012.4 Internally:    53 to   244
NLOLS EQUATION=207 NCOEF=3 MAXITERS=200 FILESTART=MCPXBEG.DAT;                
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.498827753497E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      86 IER= 4 F=  0.434927748409E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.13427530920E-06  0.11728291508E-06  0.10669093842E-06

X VALUES

  0.49879884502E+00  0.11693453378E+01 -0.26343812626E+00

MEAN OF DEPENDENT VARIABLE   749999.259323810

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.498798845       0.036956233   13.49702
  2       1.100000000       1.169345338       0.071051790   16.45765
  3      -0.100000000      -0.263438126       0.068365470   -3.85338

SE of equation          =      0.015050743
Sum of squared residuals =  0.434927748E-01   0.185648772    
Sum of ABS residuals     =   1.06458788    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99679

 SMPL  1962.1  2012.4 ;                                                       
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
NLOLS EQUATION=222 NCOEF=3 MAXITERS=200 FILESTART=MCPXBEG.DAT;                
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.398150588601E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.369477794652E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.12321725343E-06  0.30843075534E-06  0.32972546279E-08

X VALUES

  0.49406418904E+00  0.11703420639E+01 -0.19125663465E+00

MEAN OF DEPENDENT VARIABLE   749999.267105183

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.494064189       0.031439067   15.71498
  2       1.100000000       1.170342064       0.069999975   16.71918
  3      -0.100000000      -0.191256635       0.068578841   -2.78886

SE of equation          =      0.013457955
Sum of squared residuals =  0.369477795E-01  -0.153704107    
Sum of ABS residuals     =   1.12144385    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99968

 SMPL  1962.1  2012.4 ;                                                       
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
NLOLS EQUATION=240 NCOEF=3 MAXITERS=200 FILESTART=MCPXBEG.DAT;                
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.109220740444E+03

TERMINATION. ITERS=    5 FUNCTION EVALS=      93 IER= 3 F=  0.109211595262E+03
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.19437477506E-06 -0.44643141080E-05 -0.45605757866E-05

X VALUES

  0.53443842154E+00  0.11074232640E+01 -0.14456784305E+00

MEAN OF DEPENDENT VARIABLE   749999.266221063

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.534438422       1.590995351    0.33591
  2       1.100000000       1.107423264       3.029102543    0.36559
  3      -0.100000000      -0.144567843       2.905519018   -0.04976

SE of equation          =      0.731676812
Sum of squared residuals =   109.211595        11.4173811    
Sum of ABS residuals     =   12.9869325    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97809

 SMPL  1962.1  2012.4 ;                                                       
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
NLOLS EQUATION=248 NCOEF=3 MAXITERS=200 FILESTART=MCPXBEG.DAT;                
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.533747308431E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      90 IER= 3 F=  0.530848065770E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.13029239547E-06  0.19202486256E-06 -0.76888398381E-07

X VALUES

  0.49599104832E+00  0.88984417431E+00 -0.55678360755E-01

MEAN OF DEPENDENT VARIABLE   749999.236941656

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.495991048       0.311919385    1.59013
  2       1.100000000       0.889844174       0.334696736    2.65866
  3      -0.100000000      -0.055678361       0.319366785   -0.17434

SE of equation          =      0.161313248
Sum of squared residuals =   5.30848066        4.10385019    
Sum of ABS residuals     =   6.75443996    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91296

 SMPL  1972.1  2012.4 ;                                                       
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
NLOLS EQUATION=257 NCOEF=3 MAXITERS=200 FILESTART=MCPXBEG.DAT;                
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.795294983359E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.749114760919E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.44495766428E-06 -0.20318928329E-04 -0.14652665071E-04

X VALUES

  0.78940814429E+00  0.10115906419E+01 -0.54990129307E-01

MEAN OF DEPENDENT VARIABLE   749999.308185230

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.789408144       0.129737720    6.08465
  2       1.100000000       1.011590642       0.093434123   10.82678
  3      -0.100000000      -0.054990129       0.091578185   -0.60047

SE of equation          =      0.067585301
Sum of squared residuals =  0.749114761        1.77420212    
Sum of ABS residuals     =   5.16739422    
R squared                =    1.00000
Durbin-Watson statistic  =    1.67961

 SMPL  1962.1  2012.4 ;                                                       
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
NLOLS EQUATION=268 NCOEF=3 MAXITERS=200 FILESTART=MCPXBEG.DAT;                
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.189262893436E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     112 IER= 4 F=  0.167399482015E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.47279903959E-05 -0.14305678667E-05 -0.70309411419E-06

X VALUES

  0.53519244171E+00  0.87617668609E+00 -0.16916926464E+00

MEAN OF DEPENDENT VARIABLE   749999.281366526

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.535192442       0.041233295   12.97962
  2       1.100000000       0.876176686       0.069199654   12.66158
  3      -0.100000000      -0.169169265       0.080334282   -2.10582

SE of equation          =      0.028645867
Sum of squared residuals =  0.167399482       0.377625408    
Sum of ABS residuals     =   2.30068099    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99567

 SMPL  1972.1  2012.4 ;                                                       
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
NLOLS EQUATION=272 NCOEF=3 MAXITERS=200 FILESTART=MCPXBEG.DAT;                
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.594914296244E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.525440373367E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.99287391535E-06 -0.10023883634E-05 -0.15198682296E-05

X VALUES

  0.76369096429E+00  0.84572063525E+00  0.10145476222E-01

MEAN OF DEPENDENT VARIABLE   749999.268559931

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.763690964       0.128127877    5.96038
  2       1.100000000       0.845720635       0.079632635   10.62028
  3      -0.100000000       0.010145476       0.081203536    0.12494

SE of equation          =      0.056603045
Sum of squared residuals =  0.525440373      -0.115635007    
Sum of ABS residuals     =   3.30424824    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94047

 SMPL  1974.1  2012.4 ;                                                       
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
NLOLS EQUATION=280 NCOEF=3 MAXITERS=200 FILESTART=MCPXBEG.DAT;                
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.194442474337E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.162491592008E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.65270076608E-09  0.34816422463E-06  0.37288090185E-06

X VALUES

  0.19624919638E+00  0.94764976652E+00 -0.19002735148E-01

MEAN OF DEPENDENT VARIABLE   749999.294372447

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.196249196       0.079460064    2.46978
  2       1.100000000       0.947649767       0.067547325   14.02942
  3      -0.100000000      -0.019002735       0.067631773   -0.28097

SE of equation          =      0.032274026
Sum of squared residuals =  0.162491592       0.299514090    
Sum of ABS residuals     =   2.02994856    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97453

 SMPL  1962.1  2012.4 ;                                                       
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
NLOLS EQUATION=291 NCOEF=3 MAXITERS=200 FILESTART=MCPXBEG.DAT;                
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.242680794371E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.168546988397E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.13863360935E-05  0.51650385345E-05  0.32798836896E-05

X VALUES

  0.54165407333E+00  0.93442738654E+00 -0.40801645675E+00

MEAN OF DEPENDENT VARIABLE   749999.273348529

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.541654073       0.037598038   14.40645
  2       1.100000000       0.934427387       0.063856413   14.63326
  3      -0.100000000      -0.408016457       0.062214150   -6.55826

SE of equation          =      0.028743882
Sum of squared residuals =  0.168546988      -0.183611066    
Sum of ABS residuals     =   2.32703037    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98089

 SMPL  1984.1  2012.4 ;                                                       
Sample period is now  1984.1 to  2012.4 Internally:   129 to   244
NLOLS EQUATION=296 NCOEF=2 MAXITERS=200 FILESTART=MCPXBEGA.DAT;               
Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.516474905589E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.490269820799E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.21402106228E-11  0.16613578233E-11

X VALUES

  0.11509649142E+01 -0.25059841317E+00

MEAN OF DEPENDENT VARIABLE   749999.262603470

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.150964914       0.089276734   12.89210
  2      -0.100000000      -0.250598413       0.091411614   -2.74143

SE of equation          =      0.020558366
Sum of squared residuals =  0.490269821E-01   0.667277500E-03
Sum of ABS residuals     =  0.861210859    
R squared                =    1.00000
Durbin-Watson statistic  =    1.89392

 SMPL  1962.1  2012.4 ;                                                       
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
NLOLS EQUATION=305 NCOEF=2 MAXITERS=200 FILESTART=MCPXBEGA.DAT;               
Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.156822658034E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.146556932367E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.91270448554E-11 -0.85232151232E-11

X VALUES

  0.11707947952E+01 -0.22795274612E+00

MEAN OF DEPENDENT VARIABLE   749999.268810743

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.170794795       0.068199497   17.16721
  2      -0.100000000      -0.227952746       0.066756243   -3.41470

SE of equation          =      0.026803290
Sum of squared residuals =  0.146556932       0.219214180    
Sum of ABS residuals     =   1.80912090    
R squared                =    1.00000
Durbin-Watson statistic  =    2.00000

RETURN;                                                                       
Control returned to previous input data set.
@                                                                             
@ End no estimation                                                           
@                                                                             
@ Begin trade share commands                                                  
@                                                                             
@  USPMM through AOPMM                                                        
@                                                                             
INPUT FILE=MCSHR1.INP;                                                        
Control passed to data set MCSHR1.INP      
@                                                                             
@ The following generate variables needed for the trade share calculations.   
@                                                                             
GENR USPMM =                                                                  
                 ACAUS(-1)*CAPX$ +AJAUS(-1)*JAPX$ +AAUUS(-1)*AUPX$ +          
AFRUS(-1)*FRPX$ +AGEUS(-1)*GEPX$ +AITUS(-1)*ITPX$ +ANEUS(-1)*NEPX$ +          
ASTUS(-1)*STPX$ +AUKUS(-1)*UKPX$ +AFIUS(-1)*FIPX$ +AASUS(-1)*ASPX$ +          
ASOUS(-1)*SOPX$ +AKOUS(-1)*KOPX$ +ABEUS(-1)*BEPX$Q+ADEUS(-1)*DEPX$Q+          
ANOUS(-1)*NOPX$Q+ASWUS(-1)*SWPX$Q+AGRUS(-1)*GRPX$Q+AIRUS(-1)*IRPX$Q+          
APOUS(-1)*POPX$Q+ASPUS(-1)*SPPX$Q+ANZUS(-1)*NZPX$Q+                           
ACOUS(-1)*COPX$Q+AJOUS(-1)*JOPX$Q+ASYUS(-1)*SYPX$Q+                           
AIDUS(-1)*IDPX$Q+AMAUS(-1)*MAPX$Q+APAUS(-1)*PAPX$Q+APHUS(-1)*PHPX$Q+          
ATHUS(-1)*THPX$Q+ACHUS(-1)*CHPX$Q+AARUS(-1)*ARPX$Q+ABRUS(-1)*BRPX$Q+          
ACEUS(-1)*CEPX$Q+AMEUS(-1)*MEPX$Q+APEUS(-1)*PEPX$Q+ATUUS(-1)*TUPX$ +          
APDUS(-1)*PDPX$ +ARUUS(-1)*RUPX$ +AUEUS(-1)*UEPX$ +AEGUS(-1)*EGPX$ +          
AISUS(-1)*ISPX$ +AKEUS(-1)*KEPX$ +ABAUS(-1)*BAPX$ +AHKUS(-1)*HKPX$ +          
ASIUS(-1)*SIPX$ +AVIUS(-1)*VIPX$;                                             
GENR CAPMM =                                                                  
AUSCA(-1)*USPX$ +                 AJACA(-1)*JAPX$ +AAUCA(-1)*AUPX$ +          
AFRCA(-1)*FRPX$ +AGECA(-1)*GEPX$ +AITCA(-1)*ITPX$ +ANECA(-1)*NEPX$ +          
ASTCA(-1)*STPX$ +AUKCA(-1)*UKPX$ +AFICA(-1)*FIPX$ +AASCA(-1)*ASPX$ +          
ASOCA(-1)*SOPX$ +AKOCA(-1)*KOPX$ +ABECA(-1)*BEPX$Q+ADECA(-1)*DEPX$Q+          
ANOCA(-1)*NOPX$Q+ASWCA(-1)*SWPX$Q+AGRCA(-1)*GRPX$Q+AIRCA(-1)*IRPX$Q+          
APOCA(-1)*POPX$Q+ASPCA(-1)*SPPX$Q+ANZCA(-1)*NZPX$Q+                           
                 ACOCA(-1)*COPX$Q+AJOCA(-1)*JOPX$Q+ASYCA(-1)*SYPX$Q+          
AIDCA(-1)*IDPX$Q+AMACA(-1)*MAPX$Q+APACA(-1)*PAPX$Q+APHCA(-1)*PHPX$Q+          
ATHCA(-1)*THPX$Q+ACHCA(-1)*CHPX$Q+AARCA(-1)*ARPX$Q+ABRCA(-1)*BRPX$Q+          
ACECA(-1)*CEPX$Q+AMECA(-1)*MEPX$Q+APECA(-1)*PEPX$Q+ATUCA(-1)*TUPX$ +          
APDCA(-1)*PDPX$ +ARUCA(-1)*RUPX$ +AUECA(-1)*UEPX$ +AEGCA(-1)*EGPX$ +          
AISCA(-1)*ISPX$ +AKECA(-1)*KEPX$ +ABACA(-1)*BAPX$ +AHKCA(-1)*HKPX$ +          
ASICA(-1)*SIPX$ +AVICA(-1)*VIPX$ ;                                            
GENR JAPMM =                                                                  
AUSJA(-1)*USPX$ +ACAJA(-1)*CAPX$ +                 AAUJA(-1)*AUPX$ +          
AFRJA(-1)*FRPX$ +AGEJA(-1)*GEPX$ +AITJA(-1)*ITPX$ +ANEJA(-1)*NEPX$ +          
ASTJA(-1)*STPX$ +AUKJA(-1)*UKPX$ +AFIJA(-1)*FIPX$ +AASJA(-1)*ASPX$ +          
ASOJA(-1)*SOPX$ +AKOJA(-1)*KOPX$ +ABEJA(-1)*BEPX$Q+ADEJA(-1)*DEPX$Q+          
ANOJA(-1)*NOPX$Q+ASWJA(-1)*SWPX$Q+AGRJA(-1)*GRPX$Q+AIRJA(-1)*IRPX$Q+          
APOJA(-1)*POPX$Q+ASPJA(-1)*SPPX$Q+ANZJA(-1)*NZPX$Q+                           
                 ACOJA(-1)*COPX$Q+AJOJA(-1)*JOPX$Q+ASYJA(-1)*SYPX$Q+          
AIDJA(-1)*IDPX$Q+AMAJA(-1)*MAPX$Q+APAJA(-1)*PAPX$Q+APHJA(-1)*PHPX$Q+          
ATHJA(-1)*THPX$Q+ACHJA(-1)*CHPX$Q+AARJA(-1)*ARPX$Q+ABRJA(-1)*BRPX$Q+          
ACEJA(-1)*CEPX$Q+AMEJA(-1)*MEPX$Q+APEJA(-1)*PEPX$Q+ATUJA(-1)*TUPX$ +          
APDJA(-1)*PDPX$ +ARUJA(-1)*RUPX$ +AUEJA(-1)*UEPX$ +AEGJA(-1)*EGPX$ +          
AISJA(-1)*ISPX$ +AKEJA(-1)*KEPX$ +ABAJA(-1)*BAPX$ +AHKJA(-1)*HKPX$ +          
ASIJA(-1)*SIPX$ +AVIJA(-1)*VIPX$;                                             
GENR AUPMM =                                                                  
AUSAU(-1)*USPX$ +ACAAU(-1)*CAPX$ +AJAAU(-1)*JAPX$ +                           
AFRAU(-1)*FRPX$ +AGEAU(-1)*GEPX$ +AITAU(-1)*ITPX$ +ANEAU(-1)*NEPX$ +          
ASTAU(-1)*STPX$ +AUKAU(-1)*UKPX$ +AFIAU(-1)*FIPX$ +AASAU(-1)*ASPX$ +          
ASOAU(-1)*SOPX$ +AKOAU(-1)*KOPX$ +ABEAU(-1)*BEPX$Q+ADEAU(-1)*DEPX$Q+          
ANOAU(-1)*NOPX$Q+ASWAU(-1)*SWPX$Q+AGRAU(-1)*GRPX$Q+AIRAU(-1)*IRPX$Q+          
APOAU(-1)*POPX$Q+ASPAU(-1)*SPPX$Q+ANZAU(-1)*NZPX$Q+                           
                 ACOAU(-1)*COPX$Q+AJOAU(-1)*JOPX$Q+ASYAU(-1)*SYPX$Q+          
AIDAU(-1)*IDPX$Q+AMAAU(-1)*MAPX$Q+APAAU(-1)*PAPX$Q+APHAU(-1)*PHPX$Q+          
ATHAU(-1)*THPX$Q+ACHAU(-1)*CHPX$Q+AARAU(-1)*ARPX$Q+ABRAU(-1)*BRPX$Q+          
ACEAU(-1)*CEPX$Q+AMEAU(-1)*MEPX$Q+APEAU(-1)*PEPX$Q+ATUAU(-1)*TUPX$ +          
APDAU(-1)*PDPX$ +ARUAU(-1)*RUPX$ +AUEAU(-1)*UEPX$ +AEGAU(-1)*EGPX$ +          
AISAU(-1)*ISPX$ +AKEAU(-1)*KEPX$ +ABAAU(-1)*BAPX$ +AHKAU(-1)*HKPX$ +          
ASIAU(-1)*SIPX$ +AVIAU(-1)*VIPX$;                                             
GENR FRPMM =                                                                  
AUSFR(-1)*USPX$ +ACAFR(-1)*CAPX$ +AJAFR(-1)*JAPX$ +AAUFR(-1)*AUPX$ +          
                 AGEFR(-1)*GEPX$ +AITFR(-1)*ITPX$ +ANEFR(-1)*NEPX$ +          
ASTFR(-1)*STPX$ +AUKFR(-1)*UKPX$ +AFIFR(-1)*FIPX$ +AASFR(-1)*ASPX$ +          
ASOFR(-1)*SOPX$ +AKOFR(-1)*KOPX$ +ABEFR(-1)*BEPX$Q+ADEFR(-1)*DEPX$Q+          
ANOFR(-1)*NOPX$Q+ASWFR(-1)*SWPX$Q+AGRFR(-1)*GRPX$Q+AIRFR(-1)*IRPX$Q+          
APOFR(-1)*POPX$Q+ASPFR(-1)*SPPX$Q+ANZFR(-1)*NZPX$Q+                           
                 ACOFR(-1)*COPX$Q+AJOFR(-1)*JOPX$Q+ASYFR(-1)*SYPX$Q+          
AIDFR(-1)*IDPX$Q+AMAFR(-1)*MAPX$Q+APAFR(-1)*PAPX$Q+APHFR(-1)*PHPX$Q+          
ATHFR(-1)*THPX$Q+ACHFR(-1)*CHPX$Q+AARFR(-1)*ARPX$Q+ABRFR(-1)*BRPX$Q+          
ACEFR(-1)*CEPX$Q+AMEFR(-1)*MEPX$Q+APEFR(-1)*PEPX$Q+ATUFR(-1)*TUPX$ +          
APDFR(-1)*PDPX$ +ARUFR(-1)*RUPX$ +AUEFR(-1)*UEPX$ +AEGFR(-1)*EGPX$ +          
AISFR(-1)*ISPX$ +AKEFR(-1)*KEPX$ +ABAFR(-1)*BAPX$ +AHKFR(-1)*HKPX$ +          
ASIFR(-1)*SIPX$ +AVIFR(-1)*VIPX$;                                             
GENR GEPMM =                                                                  
AUSGE(-1)*USPX$ +ACAGE(-1)*CAPX$ +AJAGE(-1)*JAPX$ +AAUGE(-1)*AUPX$ +          
AFRGE(-1)*FRPX$ +                 AITGE(-1)*ITPX$ +ANEGE(-1)*NEPX$ +          
ASTGE(-1)*STPX$ +AUKGE(-1)*UKPX$ +AFIGE(-1)*FIPX$ +AASGE(-1)*ASPX$ +          
ASOGE(-1)*SOPX$ +AKOGE(-1)*KOPX$ +ABEGE(-1)*BEPX$Q+ADEGE(-1)*DEPX$Q+          
ANOGE(-1)*NOPX$Q+ASWGE(-1)*SWPX$Q+AGRGE(-1)*GRPX$Q+AIRGE(-1)*IRPX$Q+          
APOGE(-1)*POPX$Q+ASPGE(-1)*SPPX$Q+ANZGE(-1)*NZPX$Q+                           
                 ACOGE(-1)*COPX$Q+AJOGE(-1)*JOPX$Q+ASYGE(-1)*SYPX$Q+          
AIDGE(-1)*IDPX$Q+AMAGE(-1)*MAPX$Q+APAGE(-1)*PAPX$Q+APHGE(-1)*PHPX$Q+          
ATHGE(-1)*THPX$Q+ACHGE(-1)*CHPX$Q+AARGE(-1)*ARPX$Q+ABRGE(-1)*BRPX$Q+          
ACEGE(-1)*CEPX$Q+AMEGE(-1)*MEPX$Q+APEGE(-1)*PEPX$Q+ATUGE(-1)*TUPX$ +          
APDGE(-1)*PDPX$ +ARUGE(-1)*RUPX$ +AUEGE(-1)*UEPX$ +AEGGE(-1)*EGPX$ +          
AISGE(-1)*ISPX$ +AKEGE(-1)*KEPX$ +ABAGE(-1)*BAPX$ +AHKGE(-1)*HKPX$ +          
ASIGE(-1)*SIPX$ +AVIGE(-1)*VIPX$;                                             
GENR ITPMM =                                                                  
AUSIT(-1)*USPX$ +ACAIT(-1)*CAPX$ +AJAIT(-1)*JAPX$ +AAUIT(-1)*AUPX$ +          
AFRIT(-1)*FRPX$ +AGEIT(-1)*GEPX$ +                 ANEIT(-1)*NEPX$ +          
ASTIT(-1)*STPX$ +AUKIT(-1)*UKPX$ +AFIIT(-1)*FIPX$ +AASIT(-1)*ASPX$ +          
ASOIT(-1)*SOPX$ +AKOIT(-1)*KOPX$ +ABEIT(-1)*BEPX$Q+ADEIT(-1)*DEPX$Q+          
ANOIT(-1)*NOPX$Q+ASWIT(-1)*SWPX$Q+AGRIT(-1)*GRPX$Q+AIRIT(-1)*IRPX$Q+          
APOIT(-1)*POPX$Q+ASPIT(-1)*SPPX$Q+ANZIT(-1)*NZPX$Q+                           
                 ACOIT(-1)*COPX$Q+AJOIT(-1)*JOPX$Q+ASYIT(-1)*SYPX$Q+          
AIDIT(-1)*IDPX$Q+AMAIT(-1)*MAPX$Q+APAIT(-1)*PAPX$Q+APHIT(-1)*PHPX$Q+          
ATHIT(-1)*THPX$Q+ACHIT(-1)*CHPX$Q+AARIT(-1)*ARPX$Q+ABRIT(-1)*BRPX$Q+          
ACEIT(-1)*CEPX$Q+AMEIT(-1)*MEPX$Q+APEIT(-1)*PEPX$Q+ATUIT(-1)*TUPX$ +          
APDIT(-1)*PDPX$ +ARUIT(-1)*RUPX$ +AUEIT(-1)*UEPX$ +AEGIT(-1)*EGPX$ +          
AISIT(-1)*ISPX$ +AKEIT(-1)*KEPX$ +ABAIT(-1)*BAPX$ +AHKIT(-1)*HKPX$ +          
ASIIT(-1)*SIPX$ +AVIIT(-1)*VIPX$;                                             
GENR NEPMM =                                                                  
AUSNE(-1)*USPX$ +ACANE(-1)*CAPX$ +AJANE(-1)*JAPX$ +AAUNE(-1)*AUPX$ +          
AFRNE(-1)*FRPX$ +AGENE(-1)*GEPX$ +AITNE(-1)*ITPX$ +                           
ASTNE(-1)*STPX$ +AUKNE(-1)*UKPX$ +AFINE(-1)*FIPX$ +AASNE(-1)*ASPX$ +          
ASONE(-1)*SOPX$ +AKONE(-1)*KOPX$ +ABENE(-1)*BEPX$Q+ADENE(-1)*DEPX$Q+          
ANONE(-1)*NOPX$Q+ASWNE(-1)*SWPX$Q+AGRNE(-1)*GRPX$Q+AIRNE(-1)*IRPX$Q+          
APONE(-1)*POPX$Q+ASPNE(-1)*SPPX$Q+ANZNE(-1)*NZPX$Q+                           
                 ACONE(-1)*COPX$Q+AJONE(-1)*JOPX$Q+ASYNE(-1)*SYPX$Q+          
AIDNE(-1)*IDPX$Q+AMANE(-1)*MAPX$Q+APANE(-1)*PAPX$Q+APHNE(-1)*PHPX$Q+          
ATHNE(-1)*THPX$Q+ACHNE(-1)*CHPX$Q+AARNE(-1)*ARPX$Q+ABRNE(-1)*BRPX$Q+          
ACENE(-1)*CEPX$Q+AMENE(-1)*MEPX$Q+APENE(-1)*PEPX$Q+ATUNE(-1)*TUPX$ +          
APDNE(-1)*PDPX$ +ARUNE(-1)*RUPX$ +AUENE(-1)*UEPX$ +AEGNE(-1)*EGPX$ +          
AISNE(-1)*ISPX$ +AKENE(-1)*KEPX$ +ABANE(-1)*BAPX$ +AHKNE(-1)*HKPX$ +          
ASINE(-1)*SIPX$ +AVINE(-1)*VIPX$;                                             
GENR STPMM =                                                                  
AUSST(-1)*USPX$ +ACAST(-1)*CAPX$ +AJAST(-1)*JAPX$ +AAUST(-1)*AUPX$ +          
AFRST(-1)*FRPX$ +AGEST(-1)*GEPX$ +AITST(-1)*ITPX$ +ANEST(-1)*NEPX$ +          
                 AUKST(-1)*UKPX$ +AFIST(-1)*FIPX$ +AASST(-1)*ASPX$ +          
ASOST(-1)*SOPX$ +AKOST(-1)*KOPX$ +ABEST(-1)*BEPX$Q+ADEST(-1)*DEPX$Q+          
ANOST(-1)*NOPX$Q+ASWST(-1)*SWPX$Q+AGRST(-1)*GRPX$Q+AIRST(-1)*IRPX$Q+          
APOST(-1)*POPX$Q+ASPST(-1)*SPPX$Q+ANZST(-1)*NZPX$Q+                           
                 ACOST(-1)*COPX$Q+AJOST(-1)*JOPX$Q+ASYST(-1)*SYPX$Q+          
AIDST(-1)*IDPX$Q+AMAST(-1)*MAPX$Q+APAST(-1)*PAPX$Q+APHST(-1)*PHPX$Q+          
ATHST(-1)*THPX$Q+ACHST(-1)*CHPX$Q+AARST(-1)*ARPX$Q+ABRST(-1)*BRPX$Q+          
ACEST(-1)*CEPX$Q+AMEST(-1)*MEPX$Q+APEST(-1)*PEPX$Q+ATUST(-1)*TUPX$ +          
APDST(-1)*PDPX$ +ARUST(-1)*RUPX$ +AUEST(-1)*UEPX$ +AEGST(-1)*EGPX$ +          
AISST(-1)*ISPX$ +AKEST(-1)*KEPX$ +ABAST(-1)*BAPX$ +AHKST(-1)*HKPX$ +          
ASIST(-1)*SIPX$ +AVIST(-1)*VIPX$;                                             
GENR UKPMM =                                                                  
AUSUK(-1)*USPX$ +ACAUK(-1)*CAPX$ +AJAUK(-1)*JAPX$ +AAUUK(-1)*AUPX$ +          
AFRUK(-1)*FRPX$ +AGEUK(-1)*GEPX$ +AITUK(-1)*ITPX$ +ANEUK(-1)*NEPX$ +          
ASTUK(-1)*STPX$ +                 AFIUK(-1)*FIPX$ +AASUK(-1)*ASPX$ +          
ASOUK(-1)*SOPX$ +AKOUK(-1)*KOPX$ +ABEUK(-1)*BEPX$Q+ADEUK(-1)*DEPX$Q+          
ANOUK(-1)*NOPX$Q+ASWUK(-1)*SWPX$Q+AGRUK(-1)*GRPX$Q+AIRUK(-1)*IRPX$Q+          
APOUK(-1)*POPX$Q+ASPUK(-1)*SPPX$Q+ANZUK(-1)*NZPX$Q+                           
                 ACOUK(-1)*COPX$Q+AJOUK(-1)*JOPX$Q+ASYUK(-1)*SYPX$Q+          
AIDUK(-1)*IDPX$Q+AMAUK(-1)*MAPX$Q+APAUK(-1)*PAPX$Q+APHUK(-1)*PHPX$Q+          
ATHUK(-1)*THPX$Q+ACHUK(-1)*CHPX$Q+AARUK(-1)*ARPX$Q+ABRUK(-1)*BRPX$Q+          
ACEUK(-1)*CEPX$Q+AMEUK(-1)*MEPX$Q+APEUK(-1)*PEPX$Q+ATUUK(-1)*TUPX$ +          
APDUK(-1)*PDPX$ +ARUUK(-1)*RUPX$ +AUEUK(-1)*UEPX$ +AEGUK(-1)*EGPX$ +          
AISUK(-1)*ISPX$ +AKEUK(-1)*KEPX$ +ABAUK(-1)*BAPX$ +AHKUK(-1)*HKPX$ +          
ASIUK(-1)*SIPX$ +AVIUK(-1)*VIPX$;                                             
GENR FIPMM =                                                                  
AUSFI(-1)*USPX$ +ACAFI(-1)*CAPX$ +AJAFI(-1)*JAPX$ +AAUFI(-1)*AUPX$ +          
AFRFI(-1)*FRPX$ +AGEFI(-1)*GEPX$ +AITFI(-1)*ITPX$ +ANEFI(-1)*NEPX$ +          
ASTFI(-1)*STPX$ +AUKFI(-1)*UKPX$ +                 AASFI(-1)*ASPX$ +          
ASOFI(-1)*SOPX$ +AKOFI(-1)*KOPX$ +ABEFI(-1)*BEPX$Q+ADEFI(-1)*DEPX$Q+          
ANOFI(-1)*NOPX$Q+ASWFI(-1)*SWPX$Q+AGRFI(-1)*GRPX$Q+AIRFI(-1)*IRPX$Q+          
APOFI(-1)*POPX$Q+ASPFI(-1)*SPPX$Q+ANZFI(-1)*NZPX$Q+                           
                 ACOFI(-1)*COPX$Q+AJOFI(-1)*JOPX$Q+ASYFI(-1)*SYPX$Q+          
AIDFI(-1)*IDPX$Q+AMAFI(-1)*MAPX$Q+APAFI(-1)*PAPX$Q+APHFI(-1)*PHPX$Q+          
ATHFI(-1)*THPX$Q+ACHFI(-1)*CHPX$Q+AARFI(-1)*ARPX$Q+ABRFI(-1)*BRPX$Q+          
ACEFI(-1)*CEPX$Q+AMEFI(-1)*MEPX$Q+APEFI(-1)*PEPX$Q+ATUFI(-1)*TUPX$ +          
APDFI(-1)*PDPX$ +ARUFI(-1)*RUPX$ +AUEFI(-1)*UEPX$ +AEGFI(-1)*EGPX$ +          
AISFI(-1)*ISPX$ +AKEFI(-1)*KEPX$ +ABAFI(-1)*BAPX$ +AHKFI(-1)*HKPX$ +          
ASIFI(-1)*SIPX$ +AVIFI(-1)*VIPX$;                                             
GENR ASPMM =                                                                  
AUSAS(-1)*USPX$ +ACAAS(-1)*CAPX$ +AJAAS(-1)*JAPX$ +AAUAS(-1)*AUPX$ +          
AFRAS(-1)*FRPX$ +AGEAS(-1)*GEPX$ +AITAS(-1)*ITPX$ +ANEAS(-1)*NEPX$ +          
ASTAS(-1)*STPX$ +AUKAS(-1)*UKPX$ +AFIAS(-1)*FIPX$ +                           
ASOAS(-1)*SOPX$ +AKOAS(-1)*KOPX$ +ABEAS(-1)*BEPX$Q+ADEAS(-1)*DEPX$Q+          
ANOAS(-1)*NOPX$Q+ASWAS(-1)*SWPX$Q+AGRAS(-1)*GRPX$Q+AIRAS(-1)*IRPX$Q+          
APOAS(-1)*POPX$Q+ASPAS(-1)*SPPX$Q+ANZAS(-1)*NZPX$Q+                           
                 ACOAS(-1)*COPX$Q+AJOAS(-1)*JOPX$Q+ASYAS(-1)*SYPX$Q+          
AIDAS(-1)*IDPX$Q+AMAAS(-1)*MAPX$Q+APAAS(-1)*PAPX$Q+APHAS(-1)*PHPX$Q+          
ATHAS(-1)*THPX$Q+ACHAS(-1)*CHPX$Q+AARAS(-1)*ARPX$Q+ABRAS(-1)*BRPX$Q+          
ACEAS(-1)*CEPX$Q+AMEAS(-1)*MEPX$Q+APEAS(-1)*PEPX$Q+ATUAS(-1)*TUPX$ +          
APDAS(-1)*PDPX$ +ARUAS(-1)*RUPX$ +AUEAS(-1)*UEPX$ +AEGAS(-1)*EGPX$ +          
AISAS(-1)*ISPX$ +AKEAS(-1)*KEPX$ +ABAAS(-1)*BAPX$ +AHKAS(-1)*HKPX$ +          
ASIAS(-1)*SIPX$ +AVIAS(-1)*VIPX$;                                             
GENR SOPMM =                                                                  
AUSSO(-1)*USPX$ +ACASO(-1)*CAPX$ +AJASO(-1)*JAPX$ +AAUSO(-1)*AUPX$ +          
AFRSO(-1)*FRPX$ +AGESO(-1)*GEPX$ +AITSO(-1)*ITPX$ +ANESO(-1)*NEPX$ +          
ASTSO(-1)*STPX$ +AUKSO(-1)*UKPX$ +AFISO(-1)*FIPX$ +AASSO(-1)*ASPX$ +          
                 AKOSO(-1)*KOPX$ +ABESO(-1)*BEPX$Q+ADESO(-1)*DEPX$Q+          
ANOSO(-1)*NOPX$Q+ASWSO(-1)*SWPX$Q+AGRSO(-1)*GRPX$Q+AIRSO(-1)*IRPX$Q+          
APOSO(-1)*POPX$Q+ASPSO(-1)*SPPX$Q+ANZSO(-1)*NZPX$Q+                           
                 ACOSO(-1)*COPX$Q+AJOSO(-1)*JOPX$Q+ASYSO(-1)*SYPX$Q+          
AIDSO(-1)*IDPX$Q+AMASO(-1)*MAPX$Q+APASO(-1)*PAPX$Q+APHSO(-1)*PHPX$Q+          
ATHSO(-1)*THPX$Q+ACHSO(-1)*CHPX$Q+AARSO(-1)*ARPX$Q+ABRSO(-1)*BRPX$Q+          
ACESO(-1)*CEPX$Q+AMESO(-1)*MEPX$Q+APESO(-1)*PEPX$Q+ATUSO(-1)*TUPX$ +          
APDSO(-1)*PDPX$ +ARUSO(-1)*RUPX$ +AUESO(-1)*UEPX$ +AEGSO(-1)*EGPX$ +          
AISSO(-1)*ISPX$ +AKESO(-1)*KEPX$ +ABASO(-1)*BAPX$ +AHKSO(-1)*HKPX$ +          
ASISO(-1)*SIPX$ +AVISO(-1)*VIPX$;                                             
GENR KOPMM =                                                                  
AUSKO(-1)*USPX$ +ACAKO(-1)*CAPX$ +AJAKO(-1)*JAPX$ +AAUKO(-1)*AUPX$ +          
AFRKO(-1)*FRPX$ +AGEKO(-1)*GEPX$ +AITKO(-1)*ITPX$ +ANEKO(-1)*NEPX$ +          
ASTKO(-1)*STPX$ +AUKKO(-1)*UKPX$ +AFIKO(-1)*FIPX$ +AASKO(-1)*ASPX$ +          
ASOKO(-1)*SOPX$ +                 ABEKO(-1)*BEPX$Q+ADEKO(-1)*DEPX$Q+          
ANOKO(-1)*NOPX$Q+ASWKO(-1)*SWPX$Q+AGRKO(-1)*GRPX$Q+AIRKO(-1)*IRPX$Q+          
APOKO(-1)*POPX$Q+ASPKO(-1)*SPPX$Q+ANZKO(-1)*NZPX$Q+                           
                 ACOKO(-1)*COPX$Q+AJOKO(-1)*JOPX$Q+ASYKO(-1)*SYPX$Q+          
AIDKO(-1)*IDPX$Q+AMAKO(-1)*MAPX$Q+APAKO(-1)*PAPX$Q+APHKO(-1)*PHPX$Q+          
ATHKO(-1)*THPX$Q+ACHKO(-1)*CHPX$Q+AARKO(-1)*ARPX$Q+ABRKO(-1)*BRPX$Q+          
ACEKO(-1)*CEPX$Q+AMEKO(-1)*MEPX$Q+APEKO(-1)*PEPX$Q+ATUKO(-1)*TUPX$ +          
APDKO(-1)*PDPX$ +ARUKO(-1)*RUPX$ +AUEKO(-1)*UEPX$ +AEGKO(-1)*EGPX$ +          
AISKO(-1)*ISPX$ +AKEKO(-1)*KEPX$ +ABAKO(-1)*BAPX$ +AHKKO(-1)*HKPX$ +          
ASIKO(-1)*SIPX$ +AVIKO(-1)*VIPX$;                                             
GENR BEPMM =                                                                  
AUSBE(-1)*USPX$ +ACABE(-1)*CAPX$ +AJABE(-1)*JAPX$ +AAUBE(-1)*AUPX$ +          
AFRBE(-1)*FRPX$ +AGEBE(-1)*GEPX$ +AITBE(-1)*ITPX$ +ANEBE(-1)*NEPX$ +          
ASTBE(-1)*STPX$ +AUKBE(-1)*UKPX$ +AFIBE(-1)*FIPX$ +AASBE(-1)*ASPX$ +          
ASOBE(-1)*SOPX$ +AKOBE(-1)*KOPX$ +                 ADEBE(-1)*DEPX$Q+          
ANOBE(-1)*NOPX$Q+ASWBE(-1)*SWPX$Q+AGRBE(-1)*GRPX$Q+AIRBE(-1)*IRPX$Q+          
APOBE(-1)*POPX$Q+ASPBE(-1)*SPPX$Q+ANZBE(-1)*NZPX$Q+                           
                 ACOBE(-1)*COPX$Q+AJOBE(-1)*JOPX$Q+ASYBE(-1)*SYPX$Q+          
AIDBE(-1)*IDPX$Q+AMABE(-1)*MAPX$Q+APABE(-1)*PAPX$Q+APHBE(-1)*PHPX$Q+          
ATHBE(-1)*THPX$Q+ACHBE(-1)*CHPX$Q+AARBE(-1)*ARPX$Q+ABRBE(-1)*BRPX$Q+          
ACEBE(-1)*CEPX$Q+AMEBE(-1)*MEPX$Q+APEBE(-1)*PEPX$Q+ATUBE(-1)*TUPX$ +          
APDBE(-1)*PDPX$ +ARUBE(-1)*RUPX$ +AUEBE(-1)*UEPX$ +AEGBE(-1)*EGPX$ +          
AISBE(-1)*ISPX$ +AKEBE(-1)*KEPX$ +ABABE(-1)*BAPX$ +AHKBE(-1)*HKPX$ +          
ASIBE(-1)*SIPX$ +AVIBE(-1)*VIPX$;                                             
GENR DEPMM =                                                                  
AUSDE(-1)*USPX$ +ACADE(-1)*CAPX$ +AJADE(-1)*JAPX$ +AAUDE(-1)*AUPX$ +          
AFRDE(-1)*FRPX$ +AGEDE(-1)*GEPX$ +AITDE(-1)*ITPX$ +ANEDE(-1)*NEPX$ +          
ASTDE(-1)*STPX$ +AUKDE(-1)*UKPX$ +AFIDE(-1)*FIPX$ +AASDE(-1)*ASPX$ +          
ASODE(-1)*SOPX$ +AKODE(-1)*KOPX$ +ABEDE(-1)*BEPX$Q+                           
ANODE(-1)*NOPX$Q+ASWDE(-1)*SWPX$Q+AGRDE(-1)*GRPX$Q+AIRDE(-1)*IRPX$Q+          
APODE(-1)*POPX$Q+ASPDE(-1)*SPPX$Q+ANZDE(-1)*NZPX$Q+                           
                 ACODE(-1)*COPX$Q+AJODE(-1)*JOPX$Q+ASYDE(-1)*SYPX$Q+          
AIDDE(-1)*IDPX$Q+AMADE(-1)*MAPX$Q+APADE(-1)*PAPX$Q+APHDE(-1)*PHPX$Q+          
ATHDE(-1)*THPX$Q+ACHDE(-1)*CHPX$Q+AARDE(-1)*ARPX$Q+ABRDE(-1)*BRPX$Q+          
ACEDE(-1)*CEPX$Q+AMEDE(-1)*MEPX$Q+APEDE(-1)*PEPX$Q+ATUDE(-1)*TUPX$ +          
APDDE(-1)*PDPX$ +ARUDE(-1)*RUPX$ +AUEDE(-1)*UEPX$ +AEGDE(-1)*EGPX$ +          
AISDE(-1)*ISPX$ +AKEDE(-1)*KEPX$ +ABADE(-1)*BAPX$ +AHKDE(-1)*HKPX$ +          
ASIDE(-1)*SIPX$ +AVIDE(-1)*VIPX$;                                             
GENR NOPMM =                                                                  
AUSNO(-1)*USPX$ +ACANO(-1)*CAPX$ +AJANO(-1)*JAPX$ +AAUNO(-1)*AUPX$ +          
AFRNO(-1)*FRPX$ +AGENO(-1)*GEPX$ +AITNO(-1)*ITPX$ +ANENO(-1)*NEPX$ +          
ASTNO(-1)*STPX$ +AUKNO(-1)*UKPX$ +AFINO(-1)*FIPX$ +AASNO(-1)*ASPX$ +          
ASONO(-1)*SOPX$ +AKONO(-1)*KOPX$ +ABENO(-1)*BEPX$Q+ADENO(-1)*DEPX$Q+          
                 ASWNO(-1)*SWPX$Q+AGRNO(-1)*GRPX$Q+AIRNO(-1)*IRPX$Q+          
APONO(-1)*POPX$Q+ASPNO(-1)*SPPX$Q+ANZNO(-1)*NZPX$Q+                           
                 ACONO(-1)*COPX$Q+AJONO(-1)*JOPX$Q+ASYNO(-1)*SYPX$Q+          
AIDNO(-1)*IDPX$Q+AMANO(-1)*MAPX$Q+APANO(-1)*PAPX$Q+APHNO(-1)*PHPX$Q+          
ATHNO(-1)*THPX$Q+ACHNO(-1)*CHPX$Q+AARNO(-1)*ARPX$Q+ABRNO(-1)*BRPX$Q+          
ACENO(-1)*CEPX$Q+AMENO(-1)*MEPX$Q+APENO(-1)*PEPX$Q+ATUNO(-1)*TUPX$ +          
APDNO(-1)*PDPX$ +ARUNO(-1)*RUPX$ +AUENO(-1)*UEPX$ +AEGNO(-1)*EGPX$ +          
AISNO(-1)*ISPX$ +AKENO(-1)*KEPX$ +ABANO(-1)*BAPX$ +AHKNO(-1)*HKPX$ +          
ASINO(-1)*SIPX$ +AVINO(-1)*VIPX$;                                             
GENR SWPMM =                                                                  
AUSSW(-1)*USPX$ +ACASW(-1)*CAPX$ +AJASW(-1)*JAPX$ +AAUSW(-1)*AUPX$ +          
AFRSW(-1)*FRPX$ +AGESW(-1)*GEPX$ +AITSW(-1)*ITPX$ +ANESW(-1)*NEPX$ +          
ASTSW(-1)*STPX$ +AUKSW(-1)*UKPX$ +AFISW(-1)*FIPX$ +AASSW(-1)*ASPX$ +          
ASOSW(-1)*SOPX$ +AKOSW(-1)*KOPX$ +ABESW(-1)*BEPX$Q+ADESW(-1)*DEPX$Q+          
ANOSW(-1)*NOPX$Q+                 AGRSW(-1)*GRPX$Q+AIRSW(-1)*IRPX$Q+          
APOSW(-1)*POPX$Q+ASPSW(-1)*SPPX$Q+ANZSW(-1)*NZPX$Q+                           
                 ACOSW(-1)*COPX$Q+AJOSW(-1)*JOPX$Q+ASYSW(-1)*SYPX$Q+          
AIDSW(-1)*IDPX$Q+AMASW(-1)*MAPX$Q+APASW(-1)*PAPX$Q+APHSW(-1)*PHPX$Q+          
ATHSW(-1)*THPX$Q+ACHSW(-1)*CHPX$Q+AARSW(-1)*ARPX$Q+ABRSW(-1)*BRPX$Q+          
ACESW(-1)*CEPX$Q+AMESW(-1)*MEPX$Q+APESW(-1)*PEPX$Q+ATUSW(-1)*TUPX$ +          
APDSW(-1)*PDPX$ +ARUSW(-1)*RUPX$ +AUESW(-1)*UEPX$ +AEGSW(-1)*EGPX$ +          
AISSW(-1)*ISPX$ +AKESW(-1)*KEPX$ +ABASW(-1)*BAPX$ +AHKSW(-1)*HKPX$ +          
ASISW(-1)*SIPX$ +AVISW(-1)*VIPX$;                                             
GENR GRPMM =                                                                  
AUSGR(-1)*USPX$ +ACAGR(-1)*CAPX$ +AJAGR(-1)*JAPX$ +AAUGR(-1)*AUPX$ +          
AFRGR(-1)*FRPX$ +AGEGR(-1)*GEPX$ +AITGR(-1)*ITPX$ +ANEGR(-1)*NEPX$ +          
ASTGR(-1)*STPX$ +AUKGR(-1)*UKPX$ +AFIGR(-1)*FIPX$ +AASGR(-1)*ASPX$ +          
ASOGR(-1)*SOPX$ +AKOGR(-1)*KOPX$ +ABEGR(-1)*BEPX$Q+ADEGR(-1)*DEPX$Q+          
ANOGR(-1)*NOPX$Q+ASWGR(-1)*SWPX$Q+                 AIRGR(-1)*IRPX$Q+          
APOGR(-1)*POPX$Q+ASPGR(-1)*SPPX$Q+ANZGR(-1)*NZPX$Q+                           
                 ACOGR(-1)*COPX$Q+AJOGR(-1)*JOPX$Q+ASYGR(-1)*SYPX$Q+          
AIDGR(-1)*IDPX$Q+AMAGR(-1)*MAPX$Q+APAGR(-1)*PAPX$Q+APHGR(-1)*PHPX$Q+          
ATHGR(-1)*THPX$Q+ACHGR(-1)*CHPX$Q+AARGR(-1)*ARPX$Q+ABRGR(-1)*BRPX$Q+          
ACEGR(-1)*CEPX$Q+AMEGR(-1)*MEPX$Q+APEGR(-1)*PEPX$Q+ATUGR(-1)*TUPX$ +          
APDGR(-1)*PDPX$ +ARUGR(-1)*RUPX$ +AUEGR(-1)*UEPX$ +AEGGR(-1)*EGPX$ +          
AISGR(-1)*ISPX$ +AKEGR(-1)*KEPX$ +ABAGR(-1)*BAPX$ +AHKGR(-1)*HKPX$ +          
ASIGR(-1)*SIPX$ +AVIGR(-1)*VIPX$;                                             
GENR IRPMM =                                                                  
AUSIR(-1)*USPX$ +ACAIR(-1)*CAPX$ +AJAIR(-1)*JAPX$ +AAUIR(-1)*AUPX$ +          
AFRIR(-1)*FRPX$ +AGEIR(-1)*GEPX$ +AITIR(-1)*ITPX$ +ANEIR(-1)*NEPX$ +          
ASTIR(-1)*STPX$ +AUKIR(-1)*UKPX$ +AFIIR(-1)*FIPX$ +AASIR(-1)*ASPX$ +          
ASOIR(-1)*SOPX$ +AKOIR(-1)*KOPX$ +ABEIR(-1)*BEPX$Q+ADEIR(-1)*DEPX$Q+          
ANOIR(-1)*NOPX$Q+ASWIR(-1)*SWPX$Q+AGRIR(-1)*GRPX$Q+                           
APOIR(-1)*POPX$Q+ASPIR(-1)*SPPX$Q+ANZIR(-1)*NZPX$Q+                           
                 ACOIR(-1)*COPX$Q+AJOIR(-1)*JOPX$Q+ASYIR(-1)*SYPX$Q+          
AIDIR(-1)*IDPX$Q+AMAIR(-1)*MAPX$Q+APAIR(-1)*PAPX$Q+APHIR(-1)*PHPX$Q+          
ATHIR(-1)*THPX$Q+ACHIR(-1)*CHPX$Q+AARIR(-1)*ARPX$Q+ABRIR(-1)*BRPX$Q+          
ACEIR(-1)*CEPX$Q+AMEIR(-1)*MEPX$Q+APEIR(-1)*PEPX$Q+ATUIR(-1)*TUPX$ +          
APDIR(-1)*PDPX$ +ARUIR(-1)*RUPX$ +AUEIR(-1)*UEPX$ +AEGIR(-1)*EGPX$ +          
AISIR(-1)*ISPX$ +AKEIR(-1)*KEPX$ +ABAIR(-1)*BAPX$ +AHKIR(-1)*HKPX$ +          
ASIIR(-1)*SIPX$ +AVIIR(-1)*VIPX$;                                             
GENR POPMM =                                                                  
AUSPO(-1)*USPX$ +ACAPO(-1)*CAPX$ +AJAPO(-1)*JAPX$ +AAUPO(-1)*AUPX$ +          
AFRPO(-1)*FRPX$ +AGEPO(-1)*GEPX$ +AITPO(-1)*ITPX$ +ANEPO(-1)*NEPX$ +          
ASTPO(-1)*STPX$ +AUKPO(-1)*UKPX$ +AFIPO(-1)*FIPX$ +AASPO(-1)*ASPX$ +          
ASOPO(-1)*SOPX$ +AKOPO(-1)*KOPX$ +ABEPO(-1)*BEPX$Q+ADEPO(-1)*DEPX$Q+          
ANOPO(-1)*NOPX$Q+ASWPO(-1)*SWPX$Q+AGRPO(-1)*GRPX$Q+AIRPO(-1)*IRPX$Q+          
                 ASPPO(-1)*SPPX$Q+ANZPO(-1)*NZPX$Q+                           
                 ACOPO(-1)*COPX$Q+AJOPO(-1)*JOPX$Q+ASYPO(-1)*SYPX$Q+          
AIDPO(-1)*IDPX$Q+AMAPO(-1)*MAPX$Q+APAPO(-1)*PAPX$Q+APHPO(-1)*PHPX$Q+          
ATHPO(-1)*THPX$Q+ACHPO(-1)*CHPX$Q+AARPO(-1)*ARPX$Q+ABRPO(-1)*BRPX$Q+          
ACEPO(-1)*CEPX$Q+AMEPO(-1)*MEPX$Q+APEPO(-1)*PEPX$Q+ATUPO(-1)*TUPX$ +          
APDPO(-1)*PDPX$ +ARUPO(-1)*RUPX$ +AUEPO(-1)*UEPX$ +AEGPO(-1)*EGPX$ +          
AISPO(-1)*ISPX$ +AKEPO(-1)*KEPX$ +ABAPO(-1)*BAPX$ +AHKPO(-1)*HKPX$ +          
ASIPO(-1)*SIPX$ +AVIPO(-1)*VIPX$;                                             
GENR SPPMM =                                                                  
AUSSP(-1)*USPX$ +ACASP(-1)*CAPX$ +AJASP(-1)*JAPX$ +AAUSP(-1)*AUPX$ +          
AFRSP(-1)*FRPX$ +AGESP(-1)*GEPX$ +AITSP(-1)*ITPX$ +ANESP(-1)*NEPX$ +          
ASTSP(-1)*STPX$ +AUKSP(-1)*UKPX$ +AFISP(-1)*FIPX$ +AASSP(-1)*ASPX$ +          
ASOSP(-1)*SOPX$ +AKOSP(-1)*KOPX$ +ABESP(-1)*BEPX$Q+ADESP(-1)*DEPX$Q+          
ANOSP(-1)*NOPX$Q+ASWSP(-1)*SWPX$Q+AGRSP(-1)*GRPX$Q+AIRSP(-1)*IRPX$Q+          
APOSP(-1)*POPX$Q+                 ANZSP(-1)*NZPX$Q+                           
                 ACOSP(-1)*COPX$Q+AJOSP(-1)*JOPX$Q+ASYSP(-1)*SYPX$Q+          
AIDSP(-1)*IDPX$Q+AMASP(-1)*MAPX$Q+APASP(-1)*PAPX$Q+APHSP(-1)*PHPX$Q+          
ATHSP(-1)*THPX$Q+ACHSP(-1)*CHPX$Q+AARSP(-1)*ARPX$Q+ABRSP(-1)*BRPX$Q+          
ACESP(-1)*CEPX$Q+AMESP(-1)*MEPX$Q+APESP(-1)*PEPX$Q+ATUSP(-1)*TUPX$ +          
APDSP(-1)*PDPX$ +ARUSP(-1)*RUPX$ +AUESP(-1)*UEPX$ +AEGSP(-1)*EGPX$ +          
AISSP(-1)*ISPX$ +AKESP(-1)*KEPX$ +ABASP(-1)*BAPX$ +AHKSP(-1)*HKPX$ +          
ASISP(-1)*SIPX$ +AVISP(-1)*VIPX$;                                             
GENR NZPMM =                                                                  
AUSNZ(-1)*USPX$ +ACANZ(-1)*CAPX$ +AJANZ(-1)*JAPX$ +AAUNZ(-1)*AUPX$ +          
AFRNZ(-1)*FRPX$ +AGENZ(-1)*GEPX$ +AITNZ(-1)*ITPX$ +ANENZ(-1)*NEPX$ +          
ASTNZ(-1)*STPX$ +AUKNZ(-1)*UKPX$ +AFINZ(-1)*FIPX$ +AASNZ(-1)*ASPX$ +          
ASONZ(-1)*SOPX$ +AKONZ(-1)*KOPX$ +ABENZ(-1)*BEPX$Q+ADENZ(-1)*DEPX$Q+          
ANONZ(-1)*NOPX$Q+ASWNZ(-1)*SWPX$Q+AGRNZ(-1)*GRPX$Q+AIRNZ(-1)*IRPX$Q+          
APONZ(-1)*POPX$Q+ASPNZ(-1)*SPPX$Q+                                            
                 ACONZ(-1)*COPX$Q+AJONZ(-1)*JOPX$Q+ASYNZ(-1)*SYPX$Q+          
AIDNZ(-1)*IDPX$Q+AMANZ(-1)*MAPX$Q+APANZ(-1)*PAPX$Q+APHNZ(-1)*PHPX$Q+          
ATHNZ(-1)*THPX$Q+ACHNZ(-1)*CHPX$Q+AARNZ(-1)*ARPX$Q+ABRNZ(-1)*BRPX$Q+          
ACENZ(-1)*CEPX$Q+AMENZ(-1)*MEPX$Q+APENZ(-1)*PEPX$Q+ATUNZ(-1)*TUPX$ +          
APDNZ(-1)*PDPX$ +ARUNZ(-1)*RUPX$ +AUENZ(-1)*UEPX$ +AEGNZ(-1)*EGPX$ +          
AISNZ(-1)*ISPX$ +AKENZ(-1)*KEPX$ +ABANZ(-1)*BAPX$ +AHKNZ(-1)*HKPX$ +          
ASINZ(-1)*SIPX$ +AVINZ(-1)*VIPX$;                                             
GENR SAPMM =                                                                  
AUSSA(-1)*USPX$ +ACASA(-1)*CAPX$ +AJASA(-1)*JAPX$ +AAUSA(-1)*AUPX$ +          
AFRSA(-1)*FRPX$ +AGESA(-1)*GEPX$ +AITSA(-1)*ITPX$ +ANESA(-1)*NEPX$ +          
ASTSA(-1)*STPX$ +AUKSA(-1)*UKPX$ +AFISA(-1)*FIPX$ +AASSA(-1)*ASPX$ +          
ASOSA(-1)*SOPX$ +AKOSA(-1)*KOPX$ +ABESA(-1)*BEPX$Q+ADESA(-1)*DEPX$Q+          
ANOSA(-1)*NOPX$Q+ASWSA(-1)*SWPX$Q+AGRSA(-1)*GRPX$Q+AIRSA(-1)*IRPX$Q+          
APOSA(-1)*POPX$Q+ASPSA(-1)*SPPX$Q+ANZSA(-1)*NZPX$Q+                           
                 ACOSA(-1)*COPX$Q+AJOSA(-1)*JOPX$Q+ASYSA(-1)*SYPX$Q+          
AIDSA(-1)*IDPX$Q+AMASA(-1)*MAPX$Q+APASA(-1)*PAPX$Q+APHSA(-1)*PHPX$Q+          
ATHSA(-1)*THPX$Q+ACHSA(-1)*CHPX$Q+AARSA(-1)*ARPX$Q+ABRSA(-1)*BRPX$Q+          
ACESA(-1)*CEPX$Q+AMESA(-1)*MEPX$Q+APESA(-1)*PEPX$Q+ATUSA(-1)*TUPX$ +          
APDSA(-1)*PDPX$ +ARUSA(-1)*RUPX$ +AUESA(-1)*UEPX$ +AEGSA(-1)*EGPX$ +          
AISSA(-1)*ISPX$ +AKESA(-1)*KEPX$ +ABASA(-1)*BAPX$ +AHKSA(-1)*HKPX$ +          
ASISA(-1)*SIPX$ +AVISA(-1)*VIPX$;                                             
GENR VEPMM =                                                                  
AUSVE(-1)*USPX$ +ACAVE(-1)*CAPX$ +AJAVE(-1)*JAPX$ +AAUVE(-1)*AUPX$ +          
AFRVE(-1)*FRPX$ +AGEVE(-1)*GEPX$ +AITVE(-1)*ITPX$ +ANEVE(-1)*NEPX$ +          
ASTVE(-1)*STPX$ +AUKVE(-1)*UKPX$ +AFIVE(-1)*FIPX$ +AASVE(-1)*ASPX$ +          
ASOVE(-1)*SOPX$ +AKOVE(-1)*KOPX$ +ABEVE(-1)*BEPX$Q+ADEVE(-1)*DEPX$Q+          
ANOVE(-1)*NOPX$Q+ASWVE(-1)*SWPX$Q+AGRVE(-1)*GRPX$Q+AIRVE(-1)*IRPX$Q+          
APOVE(-1)*POPX$Q+ASPVE(-1)*SPPX$Q+ANZVE(-1)*NZPX$Q+                           
                 ACOVE(-1)*COPX$Q+AJOVE(-1)*JOPX$Q+ASYVE(-1)*SYPX$Q+          
AIDVE(-1)*IDPX$Q+AMAVE(-1)*MAPX$Q+APAVE(-1)*PAPX$Q+APHVE(-1)*PHPX$Q+          
ATHVE(-1)*THPX$Q+ACHVE(-1)*CHPX$Q+AARVE(-1)*ARPX$Q+ABRVE(-1)*BRPX$Q+          
ACEVE(-1)*CEPX$Q+AMEVE(-1)*MEPX$Q+APEVE(-1)*PEPX$Q+ATUVE(-1)*TUPX$ +          
APDVE(-1)*PDPX$ +ARUVE(-1)*RUPX$ +AUEVE(-1)*UEPX$ +AEGVE(-1)*EGPX$ +          
AISVE(-1)*ISPX$ +AKEVE(-1)*KEPX$ +ABAVE(-1)*BAPX$ +AHKVE(-1)*HKPX$ +          
ASIVE(-1)*SIPX$ +AVIVE(-1)*VIPX$;                                             
GENR COPMM =                                                                  
AUSCO(-1)*USPX$ +ACACO(-1)*CAPX$ +AJACO(-1)*JAPX$ +AAUCO(-1)*AUPX$ +          
AFRCO(-1)*FRPX$ +AGECO(-1)*GEPX$ +AITCO(-1)*ITPX$ +ANECO(-1)*NEPX$ +          
ASTCO(-1)*STPX$ +AUKCO(-1)*UKPX$ +AFICO(-1)*FIPX$ +AASCO(-1)*ASPX$ +          
ASOCO(-1)*SOPX$ +AKOCO(-1)*KOPX$ +ABECO(-1)*BEPX$Q+ADECO(-1)*DEPX$Q+          
ANOCO(-1)*NOPX$Q+ASWCO(-1)*SWPX$Q+AGRCO(-1)*GRPX$Q+AIRCO(-1)*IRPX$Q+          
APOCO(-1)*POPX$Q+ASPCO(-1)*SPPX$Q+ANZCO(-1)*NZPX$Q+                           
                                  AJOCO(-1)*JOPX$Q+ASYCO(-1)*SYPX$Q+          
AIDCO(-1)*IDPX$Q+AMACO(-1)*MAPX$Q+APACO(-1)*PAPX$Q+APHCO(-1)*PHPX$Q+          
ATHCO(-1)*THPX$Q+ACHCO(-1)*CHPX$Q+AARCO(-1)*ARPX$Q+ABRCO(-1)*BRPX$Q+          
ACECO(-1)*CEPX$Q+AMECO(-1)*MEPX$Q+APECO(-1)*PEPX$Q+ATUCO(-1)*TUPX$ +          
APDCO(-1)*PDPX$ +ARUCO(-1)*RUPX$ +AUECO(-1)*UEPX$ +AEGCO(-1)*EGPX$ +          
AISCO(-1)*ISPX$ +AKECO(-1)*KEPX$ +ABACO(-1)*BAPX$ +AHKCO(-1)*HKPX$ +          
ASICO(-1)*SIPX$ +AVICO(-1)*VIPX$;                                             
GENR JOPMM =                                                                  
AUSJO(-1)*USPX$ +ACAJO(-1)*CAPX$ +AJAJO(-1)*JAPX$ +AAUJO(-1)*AUPX$ +          
AFRJO(-1)*FRPX$ +AGEJO(-1)*GEPX$ +AITJO(-1)*ITPX$ +ANEJO(-1)*NEPX$ +          
ASTJO(-1)*STPX$ +AUKJO(-1)*UKPX$ +AFIJO(-1)*FIPX$ +AASJO(-1)*ASPX$ +          
ASOJO(-1)*SOPX$ +AKOJO(-1)*KOPX$ +ABEJO(-1)*BEPX$Q+ADEJO(-1)*DEPX$Q+          
ANOJO(-1)*NOPX$Q+ASWJO(-1)*SWPX$Q+AGRJO(-1)*GRPX$Q+AIRJO(-1)*IRPX$Q+          
APOJO(-1)*POPX$Q+ASPJO(-1)*SPPX$Q+ANZJO(-1)*NZPX$Q+                           
                 ACOJO(-1)*COPX$Q+                 ASYJO(-1)*SYPX$Q+          
AIDJO(-1)*IDPX$Q+AMAJO(-1)*MAPX$Q+APAJO(-1)*PAPX$Q+APHJO(-1)*PHPX$Q+          
ATHJO(-1)*THPX$Q+ACHJO(-1)*CHPX$Q+AARJO(-1)*ARPX$Q+ABRJO(-1)*BRPX$Q+          
ACEJO(-1)*CEPX$Q+AMEJO(-1)*MEPX$Q+APEJO(-1)*PEPX$Q+ATUJO(-1)*TUPX$ +          
APDJO(-1)*PDPX$ +ARUJO(-1)*RUPX$ +AUEJO(-1)*UEPX$ +AEGJO(-1)*EGPX$ +          
AISJO(-1)*ISPX$ +AKEJO(-1)*KEPX$ +ABAJO(-1)*BAPX$ +AHKJO(-1)*HKPX$ +          
ASIJO(-1)*SIPX$ +AVIJO(-1)*VIPX$;                                             
GENR SYPMM =                                                                  
AUSSY(-1)*USPX$ +ACASY(-1)*CAPX$ +AJASY(-1)*JAPX$ +AAUSY(-1)*AUPX$ +          
AFRSY(-1)*FRPX$ +AGESY(-1)*GEPX$ +AITSY(-1)*ITPX$ +ANESY(-1)*NEPX$ +          
ASTSY(-1)*STPX$ +AUKSY(-1)*UKPX$ +AFISY(-1)*FIPX$ +AASSY(-1)*ASPX$ +          
ASOSY(-1)*SOPX$ +AKOSY(-1)*KOPX$ +ABESY(-1)*BEPX$Q+ADESY(-1)*DEPX$Q+          
ANOSY(-1)*NOPX$Q+ASWSY(-1)*SWPX$Q+AGRSY(-1)*GRPX$Q+AIRSY(-1)*IRPX$Q+          
APOSY(-1)*POPX$Q+ASPSY(-1)*SPPX$Q+ANZSY(-1)*NZPX$Q+                           
                 ACOSY(-1)*COPX$Q+AJOSY(-1)*JOPX$Q+                           
AIDSY(-1)*IDPX$Q+AMASY(-1)*MAPX$Q+APASY(-1)*PAPX$Q+APHSY(-1)*PHPX$Q+          
ATHSY(-1)*THPX$Q+ACHSY(-1)*CHPX$Q+AARSY(-1)*ARPX$Q+ABRSY(-1)*BRPX$Q+          
ACESY(-1)*CEPX$Q+AMESY(-1)*MEPX$Q+APESY(-1)*PEPX$Q+ATUSY(-1)*TUPX$ +          
APDSY(-1)*PDPX$ +ARUSY(-1)*RUPX$ +AUESY(-1)*UEPX$ +AEGSY(-1)*EGPX$ +          
AISSY(-1)*ISPX$ +AKESY(-1)*KEPX$ +ABASY(-1)*BAPX$ +AHKSY(-1)*HKPX$ +          
ASISY(-1)*SIPX$ +AVISY(-1)*VIPX$;                                             
GENR IDPMM =                                                                  
AUSID(-1)*USPX$ +ACAID(-1)*CAPX$ +AJAID(-1)*JAPX$ +AAUID(-1)*AUPX$ +          
AFRID(-1)*FRPX$ +AGEID(-1)*GEPX$ +AITID(-1)*ITPX$ +ANEID(-1)*NEPX$ +          
ASTID(-1)*STPX$ +AUKID(-1)*UKPX$ +AFIID(-1)*FIPX$ +AASID(-1)*ASPX$ +          
ASOID(-1)*SOPX$ +AKOID(-1)*KOPX$ +ABEID(-1)*BEPX$Q+ADEID(-1)*DEPX$Q+          
ANOID(-1)*NOPX$Q+ASWID(-1)*SWPX$Q+AGRID(-1)*GRPX$Q+AIRID(-1)*IRPX$Q+          
APOID(-1)*POPX$Q+ASPID(-1)*SPPX$Q+ANZID(-1)*NZPX$Q+                           
                 ACOID(-1)*COPX$Q+AJOID(-1)*JOPX$Q+ASYID(-1)*SYPX$Q+          
                 AMAID(-1)*MAPX$Q+APAID(-1)*PAPX$Q+APHID(-1)*PHPX$Q+          
ATHID(-1)*THPX$Q+ACHID(-1)*CHPX$Q+AARID(-1)*ARPX$Q+ABRID(-1)*BRPX$Q+          
ACEID(-1)*CEPX$Q+AMEID(-1)*MEPX$Q+APEID(-1)*PEPX$Q+ATUID(-1)*TUPX$ +          
APDID(-1)*PDPX$ +ARUID(-1)*RUPX$ +AUEID(-1)*UEPX$ +AEGID(-1)*EGPX$ +          
AISID(-1)*ISPX$ +AKEID(-1)*KEPX$ +ABAID(-1)*BAPX$ +AHKID(-1)*HKPX$ +          
ASIID(-1)*SIPX$ +AVIID(-1)*VIPX$;                                             
GENR MAPMM =                                                                  
AUSMA(-1)*USPX$ +ACAMA(-1)*CAPX$ +AJAMA(-1)*JAPX$ +AAUMA(-1)*AUPX$ +          
AFRMA(-1)*FRPX$ +AGEMA(-1)*GEPX$ +AITMA(-1)*ITPX$ +ANEMA(-1)*NEPX$ +          
ASTMA(-1)*STPX$ +AUKMA(-1)*UKPX$ +AFIMA(-1)*FIPX$ +AASMA(-1)*ASPX$ +          
ASOMA(-1)*SOPX$ +AKOMA(-1)*KOPX$ +ABEMA(-1)*BEPX$Q+ADEMA(-1)*DEPX$Q+          
ANOMA(-1)*NOPX$Q+ASWMA(-1)*SWPX$Q+AGRMA(-1)*GRPX$Q+AIRMA(-1)*IRPX$Q+          
APOMA(-1)*POPX$Q+ASPMA(-1)*SPPX$Q+ANZMA(-1)*NZPX$Q+                           
                 ACOMA(-1)*COPX$Q+AJOMA(-1)*JOPX$Q+ASYMA(-1)*SYPX$Q+          
AIDMA(-1)*IDPX$Q+                 APAMA(-1)*PAPX$Q+APHMA(-1)*PHPX$Q+          
ATHMA(-1)*THPX$Q+ACHMA(-1)*CHPX$Q+AARMA(-1)*ARPX$Q+ABRMA(-1)*BRPX$Q+          
ACEMA(-1)*CEPX$Q+AMEMA(-1)*MEPX$Q+APEMA(-1)*PEPX$Q+ATUMA(-1)*TUPX$ +          
APDMA(-1)*PDPX$ +ARUMA(-1)*RUPX$ +AUEMA(-1)*UEPX$ +AEGMA(-1)*EGPX$ +          
AISMA(-1)*ISPX$ +AKEMA(-1)*KEPX$ +ABAMA(-1)*BAPX$ +AHKMA(-1)*HKPX$ +          
ASIMA(-1)*SIPX$ +AVIMA(-1)*VIPX$;                                             
GENR PAPMM =                                                                  
AUSPA(-1)*USPX$ +ACAPA(-1)*CAPX$ +AJAPA(-1)*JAPX$ +AAUPA(-1)*AUPX$ +          
AFRPA(-1)*FRPX$ +AGEPA(-1)*GEPX$ +AITPA(-1)*ITPX$ +ANEPA(-1)*NEPX$ +          
ASTPA(-1)*STPX$ +AUKPA(-1)*UKPX$ +AFIPA(-1)*FIPX$ +AASPA(-1)*ASPX$ +          
ASOPA(-1)*SOPX$ +AKOPA(-1)*KOPX$ +ABEPA(-1)*BEPX$Q+ADEPA(-1)*DEPX$Q+          
ANOPA(-1)*NOPX$Q+ASWPA(-1)*SWPX$Q+AGRPA(-1)*GRPX$Q+AIRPA(-1)*IRPX$Q+          
APOPA(-1)*POPX$Q+ASPPA(-1)*SPPX$Q+ANZPA(-1)*NZPX$Q+                           
                 ACOPA(-1)*COPX$Q+AJOPA(-1)*JOPX$Q+ASYPA(-1)*SYPX$Q+          
AIDPA(-1)*IDPX$Q+AMAPA(-1)*MAPX$Q+                 APHPA(-1)*PHPX$Q+          
ATHPA(-1)*THPX$Q+ACHPA(-1)*CHPX$Q+AARPA(-1)*ARPX$Q+ABRPA(-1)*BRPX$Q+          
ACEPA(-1)*CEPX$Q+AMEPA(-1)*MEPX$Q+APEPA(-1)*PEPX$Q+ATUPA(-1)*TUPX$ +          
APDPA(-1)*PDPX$ +ARUPA(-1)*RUPX$ +AUEPA(-1)*UEPX$ +AEGPA(-1)*EGPX$ +          
AISPA(-1)*ISPX$ +AKEPA(-1)*KEPX$ +ABAPA(-1)*BAPX$ +AHKPA(-1)*HKPX$ +          
ASIPA(-1)*SIPX$ +AVIPA(-1)*VIPX$;                                             
GENR PHPMM =                                                                  
AUSPH(-1)*USPX$ +ACAPH(-1)*CAPX$ +AJAPH(-1)*JAPX$ +AAUPH(-1)*AUPX$ +          
AFRPH(-1)*FRPX$ +AGEPH(-1)*GEPX$ +AITPH(-1)*ITPX$ +ANEPH(-1)*NEPX$ +          
ASTPH(-1)*STPX$ +AUKPH(-1)*UKPX$ +AFIPH(-1)*FIPX$ +AASPH(-1)*ASPX$ +          
ASOPH(-1)*SOPX$ +AKOPH(-1)*KOPX$ +ABEPH(-1)*BEPX$Q+ADEPH(-1)*DEPX$Q+          
ANOPH(-1)*NOPX$Q+ASWPH(-1)*SWPX$Q+AGRPH(-1)*GRPX$Q+AIRPH(-1)*IRPX$Q+          
APOPH(-1)*POPX$Q+ASPPH(-1)*SPPX$Q+ANZPH(-1)*NZPX$Q+                           
                 ACOPH(-1)*COPX$Q+AJOPH(-1)*JOPX$Q+ASYPH(-1)*SYPX$Q+          
AIDPH(-1)*IDPX$Q+AMAPH(-1)*MAPX$Q+APAPH(-1)*PAPX$Q+                           
ATHPH(-1)*THPX$Q+ACHPH(-1)*CHPX$Q+AARPH(-1)*ARPX$Q+ABRPH(-1)*BRPX$Q+          
ACEPH(-1)*CEPX$Q+AMEPH(-1)*MEPX$Q+APEPH(-1)*PEPX$Q+ATUPH(-1)*TUPX$ +          
APDPH(-1)*PDPX$ +ARUPH(-1)*RUPX$ +AUEPH(-1)*UEPX$ +AEGPH(-1)*EGPX$ +          
AISPH(-1)*ISPX$ +AKEPH(-1)*KEPX$ +ABAPH(-1)*BAPX$ +AHKPH(-1)*HKPX$ +          
ASIPH(-1)*SIPX$ +AVIPH(-1)*VIPX$;                                             
GENR THPMM =                                                                  
AUSTH(-1)*USPX$ +ACATH(-1)*CAPX$ +AJATH(-1)*JAPX$ +AAUTH(-1)*AUPX$ +          
AFRTH(-1)*FRPX$ +AGETH(-1)*GEPX$ +AITTH(-1)*ITPX$ +ANETH(-1)*NEPX$ +          
ASTTH(-1)*STPX$ +AUKTH(-1)*UKPX$ +AFITH(-1)*FIPX$ +AASTH(-1)*ASPX$ +          
ASOTH(-1)*SOPX$ +AKOTH(-1)*KOPX$ +ABETH(-1)*BEPX$Q+ADETH(-1)*DEPX$Q+          
ANOTH(-1)*NOPX$Q+ASWTH(-1)*SWPX$Q+AGRTH(-1)*GRPX$Q+AIRTH(-1)*IRPX$Q+          
APOTH(-1)*POPX$Q+ASPTH(-1)*SPPX$Q+ANZTH(-1)*NZPX$Q+                           
                 ACOTH(-1)*COPX$Q+AJOTH(-1)*JOPX$Q+ASYTH(-1)*SYPX$Q+          
AIDTH(-1)*IDPX$Q+AMATH(-1)*MAPX$Q+APATH(-1)*PAPX$Q+APHTH(-1)*PHPX$Q+          
                 ACHTH(-1)*CHPX$Q+AARTH(-1)*ARPX$Q+ABRTH(-1)*BRPX$Q+          
ACETH(-1)*CEPX$Q+AMETH(-1)*MEPX$Q+APETH(-1)*PEPX$Q+ATUTH(-1)*TUPX$ +          
APDTH(-1)*PDPX$ +ARUTH(-1)*RUPX$ +AUETH(-1)*UEPX$ +AEGTH(-1)*EGPX$ +          
AISTH(-1)*ISPX$ +AKETH(-1)*KEPX$ +ABATH(-1)*BAPX$ +AHKTH(-1)*HKPX$ +          
ASITH(-1)*SIPX$ +AVITH(-1)*VIPX$;                                             
GENR CHPMM =                                                                  
AUSCH(-1)*USPX$ +ACACH(-1)*CAPX$ +AJACH(-1)*JAPX$ +AAUCH(-1)*AUPX$ +          
AFRCH(-1)*FRPX$ +AGECH(-1)*GEPX$ +AITCH(-1)*ITPX$ +ANECH(-1)*NEPX$ +          
ASTCH(-1)*STPX$ +AUKCH(-1)*UKPX$ +AFICH(-1)*FIPX$ +AASCH(-1)*ASPX$ +          
ASOCH(-1)*SOPX$ +AKOCH(-1)*KOPX$ +ABECH(-1)*BEPX$Q+ADECH(-1)*DEPX$Q+          
ANOCH(-1)*NOPX$Q+ASWCH(-1)*SWPX$Q+AGRCH(-1)*GRPX$Q+AIRCH(-1)*IRPX$Q+          
APOCH(-1)*POPX$Q+ASPCH(-1)*SPPX$Q+ANZCH(-1)*NZPX$Q+                           
                 ACOCH(-1)*COPX$Q+AJOCH(-1)*JOPX$Q+ASYCH(-1)*SYPX$Q+          
AIDCH(-1)*IDPX$Q+AMACH(-1)*MAPX$Q+APACH(-1)*PAPX$Q+APHCH(-1)*PHPX$Q+          
ATHCH(-1)*THPX$Q+                 AARCH(-1)*ARPX$Q+ABRCH(-1)*BRPX$Q+          
ACECH(-1)*CEPX$Q+AMECH(-1)*MEPX$Q+APECH(-1)*PEPX$Q+ATUCH(-1)*TUPX$ +          
APDCH(-1)*PDPX$ +ARUCH(-1)*RUPX$ +AUECH(-1)*UEPX$ +AEGCH(-1)*EGPX$ +          
AISCH(-1)*ISPX$ +AKECH(-1)*KEPX$ +ABACH(-1)*BAPX$ +AHKCH(-1)*HKPX$ +          
ASICH(-1)*SIPX$ +AVICH(-1)*VIPX$;                                             
GENR ARPMM =                                                                  
AUSAR(-1)*USPX$ +ACAAR(-1)*CAPX$ +AJAAR(-1)*JAPX$ +AAUAR(-1)*AUPX$ +          
AFRAR(-1)*FRPX$ +AGEAR(-1)*GEPX$ +AITAR(-1)*ITPX$ +ANEAR(-1)*NEPX$ +          
ASTAR(-1)*STPX$ +AUKAR(-1)*UKPX$ +AFIAR(-1)*FIPX$ +AASAR(-1)*ASPX$ +          
ASOAR(-1)*SOPX$ +AKOAR(-1)*KOPX$ +ABEAR(-1)*BEPX$Q+ADEAR(-1)*DEPX$Q+          
ANOAR(-1)*NOPX$Q+ASWAR(-1)*SWPX$Q+AGRAR(-1)*GRPX$Q+AIRAR(-1)*IRPX$Q+          
APOAR(-1)*POPX$Q+ASPAR(-1)*SPPX$Q+ANZAR(-1)*NZPX$Q+                           
                 ACOAR(-1)*COPX$Q+AJOAR(-1)*JOPX$Q+ASYAR(-1)*SYPX$Q+          
AIDAR(-1)*IDPX$Q+AMAAR(-1)*MAPX$Q+APAAR(-1)*PAPX$Q+APHAR(-1)*PHPX$Q+          
ATHAR(-1)*THPX$Q+ACHAR(-1)*CHPX$Q+                 ABRAR(-1)*BRPX$Q+          
ACEAR(-1)*CEPX$Q+AMEAR(-1)*MEPX$Q+APEAR(-1)*PEPX$Q+ATUAR(-1)*TUPX$ +          
APDAR(-1)*PDPX$ +ARUAR(-1)*RUPX$ +AUEAR(-1)*UEPX$ +AEGAR(-1)*EGPX$ +          
AISAR(-1)*ISPX$ +AKEAR(-1)*KEPX$ +ABAAR(-1)*BAPX$ +AHKAR(-1)*HKPX$ +          
ASIAR(-1)*SIPX$ +AVIAR(-1)*VIPX$;                                             
GENR BRPMM =                                                                  
AUSBR(-1)*USPX$ +ACABR(-1)*CAPX$ +AJABR(-1)*JAPX$ +AAUBR(-1)*AUPX$ +          
AFRBR(-1)*FRPX$ +AGEBR(-1)*GEPX$ +AITBR(-1)*ITPX$ +ANEBR(-1)*NEPX$ +          
ASTBR(-1)*STPX$ +AUKBR(-1)*UKPX$ +AFIBR(-1)*FIPX$ +AASBR(-1)*ASPX$ +          
ASOBR(-1)*SOPX$ +AKOBR(-1)*KOPX$ +ABEBR(-1)*BEPX$Q+ADEBR(-1)*DEPX$Q+          
ANOBR(-1)*NOPX$Q+ASWBR(-1)*SWPX$Q+AGRBR(-1)*GRPX$Q+AIRBR(-1)*IRPX$Q+          
APOBR(-1)*POPX$Q+ASPBR(-1)*SPPX$Q+ANZBR(-1)*NZPX$Q+                           
                 ACOBR(-1)*COPX$Q+AJOBR(-1)*JOPX$Q+ASYBR(-1)*SYPX$Q+          
AIDBR(-1)*IDPX$Q+AMABR(-1)*MAPX$Q+APABR(-1)*PAPX$Q+APHBR(-1)*PHPX$Q+          
ATHBR(-1)*THPX$Q+ACHBR(-1)*CHPX$Q+AARBR(-1)*ARPX$Q+                           
ACEBR(-1)*CEPX$Q+AMEBR(-1)*MEPX$Q+APEBR(-1)*PEPX$Q+ATUBR(-1)*TUPX$ +          
APDBR(-1)*PDPX$ +ARUBR(-1)*RUPX$ +AUEBR(-1)*UEPX$ +AEGBR(-1)*EGPX$ +          
AISBR(-1)*ISPX$ +AKEBR(-1)*KEPX$ +ABABR(-1)*BAPX$ +AHKBR(-1)*HKPX$ +          
ASIBR(-1)*SIPX$ +AVIBR(-1)*VIPX$;                                             
GENR CEPMM =                                                                  
AUSCE(-1)*USPX$ +ACACE(-1)*CAPX$ +AJACE(-1)*JAPX$ +AAUCE(-1)*AUPX$ +          
AFRCE(-1)*FRPX$ +AGECE(-1)*GEPX$ +AITCE(-1)*ITPX$ +ANECE(-1)*NEPX$ +          
ASTCE(-1)*STPX$ +AUKCE(-1)*UKPX$ +AFICE(-1)*FIPX$ +AASCE(-1)*ASPX$ +          
ASOCE(-1)*SOPX$ +AKOCE(-1)*KOPX$ +ABECE(-1)*BEPX$Q+ADECE(-1)*DEPX$Q+          
ANOCE(-1)*NOPX$Q+ASWCE(-1)*SWPX$Q+AGRCE(-1)*GRPX$Q+AIRCE(-1)*IRPX$Q+          
APOCE(-1)*POPX$Q+ASPCE(-1)*SPPX$Q+ANZCE(-1)*NZPX$Q+                           
                 ACOCE(-1)*COPX$Q+AJOCE(-1)*JOPX$Q+ASYCE(-1)*SYPX$Q+          
AIDCE(-1)*IDPX$Q+AMACE(-1)*MAPX$Q+APACE(-1)*PAPX$Q+APHCE(-1)*PHPX$Q+          
ATHCE(-1)*THPX$Q+ACHCE(-1)*CHPX$Q+AARCE(-1)*ARPX$Q+ABRCE(-1)*BRPX$Q+          
                 AMECE(-1)*MEPX$Q+APECE(-1)*PEPX$Q+ATUCE(-1)*TUPX$ +          
APDCE(-1)*PDPX$ +ARUCE(-1)*RUPX$ +AUECE(-1)*UEPX$ +AEGCE(-1)*EGPX$ +          
AISCE(-1)*ISPX$ +AKECE(-1)*KEPX$ +ABACE(-1)*BAPX$ +AHKCE(-1)*HKPX$ +          
ASICE(-1)*SIPX$ +AVICE(-1)*VIPX$;                                             
GENR MEPMM =                                                                  
AUSME(-1)*USPX$ +ACAME(-1)*CAPX$ +AJAME(-1)*JAPX$ +AAUME(-1)*AUPX$ +          
AFRME(-1)*FRPX$ +AGEME(-1)*GEPX$ +AITME(-1)*ITPX$ +ANEME(-1)*NEPX$ +          
ASTME(-1)*STPX$ +AUKME(-1)*UKPX$ +AFIME(-1)*FIPX$ +AASME(-1)*ASPX$ +          
ASOME(-1)*SOPX$ +AKOME(-1)*KOPX$ +ABEME(-1)*BEPX$Q+ADEME(-1)*DEPX$Q+          
ANOME(-1)*NOPX$Q+ASWME(-1)*SWPX$Q+AGRME(-1)*GRPX$Q+AIRME(-1)*IRPX$Q+          
APOME(-1)*POPX$Q+ASPME(-1)*SPPX$Q+ANZME(-1)*NZPX$Q+                           
                 ACOME(-1)*COPX$Q+AJOME(-1)*JOPX$Q+ASYME(-1)*SYPX$Q+          
AIDME(-1)*IDPX$Q+AMAME(-1)*MAPX$Q+APAME(-1)*PAPX$Q+APHME(-1)*PHPX$Q+          
ATHME(-1)*THPX$Q+ACHME(-1)*CHPX$Q+AARME(-1)*ARPX$Q+ABRME(-1)*BRPX$Q+          
ACEME(-1)*CEPX$Q+                 APEME(-1)*PEPX$Q+ATUME(-1)*TUPX$ +          
APDME(-1)*PDPX$ +ARUME(-1)*RUPX$ +AUEME(-1)*UEPX$ +AEGME(-1)*EGPX$ +          
AISME(-1)*ISPX$ +AKEME(-1)*KEPX$ +ABAME(-1)*BAPX$ +AHKME(-1)*HKPX$ +          
ASIME(-1)*SIPX$ +AVIME(-1)*VIPX$;                                             
GENR PEPMM =                                                                  
AUSPE(-1)*USPX$ +ACAPE(-1)*CAPX$ +AJAPE(-1)*JAPX$ +AAUPE(-1)*AUPX$ +          
AFRPE(-1)*FRPX$ +AGEPE(-1)*GEPX$ +AITPE(-1)*ITPX$ +ANEPE(-1)*NEPX$ +          
ASTPE(-1)*STPX$ +AUKPE(-1)*UKPX$ +AFIPE(-1)*FIPX$ +AASPE(-1)*ASPX$ +          
ASOPE(-1)*SOPX$ +AKOPE(-1)*KOPX$ +ABEPE(-1)*BEPX$Q+ADEPE(-1)*DEPX$Q+          
ANOPE(-1)*NOPX$Q+ASWPE(-1)*SWPX$Q+AGRPE(-1)*GRPX$Q+AIRPE(-1)*IRPX$Q+          
APOPE(-1)*POPX$Q+ASPPE(-1)*SPPX$Q+ANZPE(-1)*NZPX$Q+                           
                 ACOPE(-1)*COPX$Q+AJOPE(-1)*JOPX$Q+ASYPE(-1)*SYPX$Q+          
AIDPE(-1)*IDPX$Q+AMAPE(-1)*MAPX$Q+APAPE(-1)*PAPX$Q+APHPE(-1)*PHPX$Q+          
ATHPE(-1)*THPX$Q+ACHPE(-1)*CHPX$Q+AARPE(-1)*ARPX$Q+ABRPE(-1)*BRPX$Q+          
ACEPE(-1)*CEPX$Q+AMEPE(-1)*MEPX$Q+                 ATUPE(-1)*TUPX$ +          
APDPE(-1)*PDPX$ +ARUPE(-1)*RUPX$ +AUEPE(-1)*UEPX$ +AEGPE(-1)*EGPX$ +          
AISPE(-1)*ISPX$ +AKEPE(-1)*KEPX$ +ABAPE(-1)*BAPX$ +AHKPE(-1)*HKPX$ +          
ASIPE(-1)*SIPX$ +AVIPE(-1)*VIPX$;                                             
GENR TUPMM =                                                                  
AUSTU(-1)*USPX$ +ACATU(-1)*CAPX$ +AJATU(-1)*JAPX$ +AAUTU(-1)*AUPX$ +          
AFRTU(-1)*FRPX$ +AGETU(-1)*GEPX$ +AITTU(-1)*ITPX$ +ANETU(-1)*NEPX$ +          
ASTTU(-1)*STPX$ +AUKTU(-1)*UKPX$ +AFITU(-1)*FIPX$ +AASTU(-1)*ASPX$ +          
ASOTU(-1)*SOPX$ +AKOTU(-1)*KOPX$ +ABETU(-1)*BEPX$Q+ADETU(-1)*DEPX$Q+          
ANOTU(-1)*NOPX$Q+ASWTU(-1)*SWPX$Q+AGRTU(-1)*GRPX$Q+AIRTU(-1)*IRPX$Q+          
APOTU(-1)*POPX$Q+ASPTU(-1)*SPPX$Q+ANZTU(-1)*NZPX$Q+                           
                 ACOTU(-1)*COPX$Q+AJOTU(-1)*JOPX$Q+ASYTU(-1)*SYPX$Q+          
AIDTU(-1)*IDPX$Q+AMATU(-1)*MAPX$Q+APATU(-1)*PAPX$Q+APHTU(-1)*PHPX$Q+          
ATHTU(-1)*THPX$Q+ACHTU(-1)*CHPX$Q+AARTU(-1)*ARPX$Q+ABRTU(-1)*BRPX$Q+          
ACETU(-1)*CEPX$Q+AMETU(-1)*MEPX$Q+APETU(-1)*PEPX$Q+                           
APDTU(-1)*PDPX$ +ARUTU(-1)*RUPX$ +AUETU(-1)*UEPX$ +AEGTU(-1)*EGPX$ +          
AISTU(-1)*ISPX$ +AKETU(-1)*KEPX$ +ABATU(-1)*BAPX$ +AHKTU(-1)*HKPX$ +          
ASITU(-1)*SIPX$ +AVITU(-1)*VIPX$;                                             
GENR PDPMM =                                                                  
AUSPD(-1)*USPX$ +ACAPD(-1)*CAPX$ +AJAPD(-1)*JAPX$ +AAUPD(-1)*AUPX$ +          
AFRPD(-1)*FRPX$ +AGEPD(-1)*GEPX$ +AITPD(-1)*ITPX$ +ANEPD(-1)*NEPX$ +          
ASTPD(-1)*STPX$ +AUKPD(-1)*UKPX$ +AFIPD(-1)*FIPX$ +AASPD(-1)*ASPX$ +          
ASOPD(-1)*SOPX$ +AKOPD(-1)*KOPX$ +ABEPD(-1)*BEPX$Q+ADEPD(-1)*DEPX$Q+          
ANOPD(-1)*NOPX$Q+ASWPD(-1)*SWPX$Q+AGRPD(-1)*GRPX$Q+AIRPD(-1)*IRPX$Q+          
APOPD(-1)*POPX$Q+ASPPD(-1)*SPPX$Q+ANZPD(-1)*NZPX$Q+                           
                 ACOPD(-1)*COPX$Q+AJOPD(-1)*JOPX$Q+ASYPD(-1)*SYPX$Q+          
AIDPD(-1)*IDPX$Q+AMAPD(-1)*MAPX$Q+APAPD(-1)*PAPX$Q+APHPD(-1)*PHPX$Q+          
ATHPD(-1)*THPX$Q+ACHPD(-1)*CHPX$Q+AARPD(-1)*ARPX$Q+ABRPD(-1)*BRPX$Q+          
ACEPD(-1)*CEPX$Q+AMEPD(-1)*MEPX$Q+APEPD(-1)*PEPX$Q+ATUPD(-1)*TUPX$ +          
                 ARUPD(-1)*RUPX$ +AUEPD(-1)*UEPX$ +AEGPD(-1)*EGPX$ +          
AISPD(-1)*ISPX$ +AKEPD(-1)*KEPX$ +ABAPD(-1)*BAPX$ +AHKPD(-1)*HKPX$ +          
ASIPD(-1)*SIPX$ +AVIPD(-1)*VIPX$;                                             
GENR RUPMM =                                                                  
AUSRU(-1)*USPX$ +ACARU(-1)*CAPX$ +AJARU(-1)*JAPX$ +AAURU(-1)*AUPX$ +          
AFRRU(-1)*FRPX$ +AGERU(-1)*GEPX$ +AITRU(-1)*ITPX$ +ANERU(-1)*NEPX$ +          
ASTRU(-1)*STPX$ +AUKRU(-1)*UKPX$ +AFIRU(-1)*FIPX$ +AASRU(-1)*ASPX$ +          
ASORU(-1)*SOPX$ +AKORU(-1)*KOPX$ +ABERU(-1)*BEPX$Q+ADERU(-1)*DEPX$Q+          
ANORU(-1)*NOPX$Q+ASWRU(-1)*SWPX$Q+AGRRU(-1)*GRPX$Q+AIRRU(-1)*IRPX$Q+          
APORU(-1)*POPX$Q+ASPRU(-1)*SPPX$Q+ANZRU(-1)*NZPX$Q+                           
                 ACORU(-1)*COPX$Q+AJORU(-1)*JOPX$Q+ASYRU(-1)*SYPX$Q+          
AIDRU(-1)*IDPX$Q+AMARU(-1)*MAPX$Q+APARU(-1)*PAPX$Q+APHRU(-1)*PHPX$Q+          
ATHRU(-1)*THPX$Q+ACHRU(-1)*CHPX$Q+AARRU(-1)*ARPX$Q+ABRRU(-1)*BRPX$Q+          
ACERU(-1)*CEPX$Q+AMERU(-1)*MEPX$Q+APERU(-1)*PEPX$Q+ATURU(-1)*TUPX$ +          
APDRU(-1)*PDPX$ +                 AUERU(-1)*UEPX$ +AEGRU(-1)*EGPX$ +          
AISRU(-1)*ISPX$ +AKERU(-1)*KEPX$ +ABARU(-1)*BAPX$ +AHKRU(-1)*HKPX$ +          
ASIRU(-1)*SIPX$ +AVIRU(-1)*VIPX$;                                             
GENR UEPMM =                                                                  
AUSUE(-1)*USPX$ +ACAUE(-1)*CAPX$ +AJAUE(-1)*JAPX$ +AAUUE(-1)*AUPX$ +          
AFRUE(-1)*FRPX$ +AGEUE(-1)*GEPX$ +AITUE(-1)*ITPX$ +ANEUE(-1)*NEPX$ +          
ASTUE(-1)*STPX$ +AUKUE(-1)*UKPX$ +AFIUE(-1)*FIPX$ +AASUE(-1)*ASPX$ +          
ASOUE(-1)*SOPX$ +AKOUE(-1)*KOPX$ +ABEUE(-1)*BEPX$Q+ADEUE(-1)*DEPX$Q+          
ANOUE(-1)*NOPX$Q+ASWUE(-1)*SWPX$Q+AGRUE(-1)*GRPX$Q+AIRUE(-1)*IRPX$Q+          
APOUE(-1)*POPX$Q+ASPUE(-1)*SPPX$Q+ANZUE(-1)*NZPX$Q+                           
                 ACOUE(-1)*COPX$Q+AJOUE(-1)*JOPX$Q+ASYUE(-1)*SYPX$Q+          
AIDUE(-1)*IDPX$Q+AMAUE(-1)*MAPX$Q+APAUE(-1)*PAPX$Q+APHUE(-1)*PHPX$Q+          
ATHUE(-1)*THPX$Q+ACHUE(-1)*CHPX$Q+AARUE(-1)*ARPX$Q+ABRUE(-1)*BRPX$Q+          
ACEUE(-1)*CEPX$Q+AMEUE(-1)*MEPX$Q+APEUE(-1)*PEPX$Q+ATUUE(-1)*TUPX$ +          
APDUE(-1)*PDPX$ +ARUUE(-1)*RUPX$ +                 AEGUE(-1)*EGPX$ +          
AISUE(-1)*ISPX$ +AKEUE(-1)*KEPX$ +ABAUE(-1)*BAPX$ +AHKUE(-1)*HKPX$ +          
ASIUE(-1)*SIPX$ +AVIUE(-1)*VIPX$;                                             
GENR EGPMM =                                                                  
AUSEG(-1)*USPX$ +ACAEG(-1)*CAPX$ +AJAEG(-1)*JAPX$ +AAUEG(-1)*AUPX$ +          
AFREG(-1)*FRPX$ +AGEEG(-1)*GEPX$ +AITEG(-1)*ITPX$ +ANEEG(-1)*NEPX$ +          
ASTEG(-1)*STPX$ +AUKEG(-1)*UKPX$ +AFIEG(-1)*FIPX$ +AASEG(-1)*ASPX$ +          
ASOEG(-1)*SOPX$ +AKOEG(-1)*KOPX$ +ABEEG(-1)*BEPX$Q+ADEEG(-1)*DEPX$Q+          
ANOEG(-1)*NOPX$Q+ASWEG(-1)*SWPX$Q+AGREG(-1)*GRPX$Q+AIREG(-1)*IRPX$Q+          
APOEG(-1)*POPX$Q+ASPEG(-1)*SPPX$Q+ANZEG(-1)*NZPX$Q+                           
                 ACOEG(-1)*COPX$Q+AJOEG(-1)*JOPX$Q+ASYEG(-1)*SYPX$Q+          
AIDEG(-1)*IDPX$Q+AMAEG(-1)*MAPX$Q+APAEG(-1)*PAPX$Q+APHEG(-1)*PHPX$Q+          
ATHEG(-1)*THPX$Q+ACHEG(-1)*CHPX$Q+AAREG(-1)*ARPX$Q+ABREG(-1)*BRPX$Q+          
ACEEG(-1)*CEPX$Q+AMEEG(-1)*MEPX$Q+APEEG(-1)*PEPX$Q+ATUEG(-1)*TUPX$ +          
APDEG(-1)*PDPX$ +ARUEG(-1)*RUPX$ +AUEEG(-1)*UEPX$ +                           
AISEG(-1)*ISPX$ +AKEEG(-1)*KEPX$ +ABAEG(-1)*BAPX$ +AHKEG(-1)*HKPX$ +          
ASIEG(-1)*SIPX$ +AVIEG(-1)*VIPX$;                                             
GENR ISPMM =                                                                  
AUSIS(-1)*USPX$ +ACAIS(-1)*CAPX$ +AJAIS(-1)*JAPX$ +AAUIS(-1)*AUPX$ +          
AFRIS(-1)*FRPX$ +AGEIS(-1)*GEPX$ +AITIS(-1)*ITPX$ +ANEIS(-1)*NEPX$ +          
ASTIS(-1)*STPX$ +AUKIS(-1)*UKPX$ +AFIIS(-1)*FIPX$ +AASIS(-1)*ASPX$ +          
ASOIS(-1)*SOPX$ +AKOIS(-1)*KOPX$ +ABEIS(-1)*BEPX$Q+ADEIS(-1)*DEPX$Q+          
ANOIS(-1)*NOPX$Q+ASWIS(-1)*SWPX$Q+AGRIS(-1)*GRPX$Q+AIRIS(-1)*IRPX$Q+          
APOIS(-1)*POPX$Q+ASPIS(-1)*SPPX$Q+ANZIS(-1)*NZPX$Q+                           
                 ACOIS(-1)*COPX$Q+AJOIS(-1)*JOPX$Q+ASYIS(-1)*SYPX$Q+          
AIDIS(-1)*IDPX$Q+AMAIS(-1)*MAPX$Q+APAIS(-1)*PAPX$Q+APHIS(-1)*PHPX$Q+          
ATHIS(-1)*THPX$Q+ACHIS(-1)*CHPX$Q+AARIS(-1)*ARPX$Q+ABRIS(-1)*BRPX$Q+          
ACEIS(-1)*CEPX$Q+AMEIS(-1)*MEPX$Q+APEIS(-1)*PEPX$Q+ATUIS(-1)*TUPX$ +          
APDIS(-1)*PDPX$ +ARUIS(-1)*RUPX$ +AUEIS(-1)*UEPX$ +AEGIS(-1)*EGPX$ +          
                 AKEIS(-1)*KEPX$ +ABAIS(-1)*BAPX$ +AHKIS(-1)*HKPX$ +          
ASIIS(-1)*SIPX$ +AVIIS(-1)*VIPX$;                                             
GENR KEPMM =                                                                  
AUSKE(-1)*USPX$ +ACAKE(-1)*CAPX$ +AJAKE(-1)*JAPX$ +AAUKE(-1)*AUPX$ +          
AFRKE(-1)*FRPX$ +AGEKE(-1)*GEPX$ +AITKE(-1)*ITPX$ +ANEKE(-1)*NEPX$ +          
ASTKE(-1)*STPX$ +AUKKE(-1)*UKPX$ +AFIKE(-1)*FIPX$ +AASKE(-1)*ASPX$ +          
ASOKE(-1)*SOPX$ +AKOKE(-1)*KOPX$ +ABEKE(-1)*BEPX$Q+ADEKE(-1)*DEPX$Q+          
ANOKE(-1)*NOPX$Q+ASWKE(-1)*SWPX$Q+AGRKE(-1)*GRPX$Q+AIRKE(-1)*IRPX$Q+          
APOKE(-1)*POPX$Q+ASPKE(-1)*SPPX$Q+ANZKE(-1)*NZPX$Q+                           
                 ACOKE(-1)*COPX$Q+AJOKE(-1)*JOPX$Q+ASYKE(-1)*SYPX$Q+          
AIDKE(-1)*IDPX$Q+AMAKE(-1)*MAPX$Q+APAKE(-1)*PAPX$Q+APHKE(-1)*PHPX$Q+          
ATHKE(-1)*THPX$Q+ACHKE(-1)*CHPX$Q+AARKE(-1)*ARPX$Q+ABRKE(-1)*BRPX$Q+          
ACEKE(-1)*CEPX$Q+AMEKE(-1)*MEPX$Q+APEKE(-1)*PEPX$Q+ATUKE(-1)*TUPX$ +          
APDKE(-1)*PDPX$ +ARUKE(-1)*RUPX$ +AUEKE(-1)*UEPX$ +AEGKE(-1)*EGPX$ +          
AISKE(-1)*ISPX$ +                 ABAKE(-1)*BAPX$ +AHKKE(-1)*HKPX$ +          
ASIKE(-1)*SIPX$ +AVIKE(-1)*VIPX$;                                             
GENR BAPMM =                                                                  
AUSBA(-1)*USPX$ +ACABA(-1)*CAPX$ +AJABA(-1)*JAPX$ +AAUBA(-1)*AUPX$ +          
AFRBA(-1)*FRPX$ +AGEBA(-1)*GEPX$ +AITBA(-1)*ITPX$ +ANEBA(-1)*NEPX$ +          
ASTBA(-1)*STPX$ +AUKBA(-1)*UKPX$ +AFIBA(-1)*FIPX$ +AASBA(-1)*ASPX$ +          
ASOBA(-1)*SOPX$ +AKOBA(-1)*KOPX$ +ABEBA(-1)*BEPX$Q+ADEBA(-1)*DEPX$Q+          
ANOBA(-1)*NOPX$Q+ASWBA(-1)*SWPX$Q+AGRBA(-1)*GRPX$Q+AIRBA(-1)*IRPX$Q+          
APOBA(-1)*POPX$Q+ASPBA(-1)*SPPX$Q+ANZBA(-1)*NZPX$Q+                           
                 ACOBA(-1)*COPX$Q+AJOBA(-1)*JOPX$Q+ASYBA(-1)*SYPX$Q+          
AIDBA(-1)*IDPX$Q+AMABA(-1)*MAPX$Q+APABA(-1)*PAPX$Q+APHBA(-1)*PHPX$Q+          
ATHBA(-1)*THPX$Q+ACHBA(-1)*CHPX$Q+AARBA(-1)*ARPX$Q+ABRBA(-1)*BRPX$Q+          
ACEBA(-1)*CEPX$Q+AMEBA(-1)*MEPX$Q+APEBA(-1)*PEPX$Q+ATUBA(-1)*TUPX$ +          
APDBA(-1)*PDPX$ +ARUBA(-1)*RUPX$ +AUEBA(-1)*UEPX$ +AEGBA(-1)*EGPX$ +          
AISBA(-1)*ISPX$ +AKEBA(-1)*KEPX$ +                 AHKBA(-1)*HKPX$ +          
ASIBA(-1)*SIPX$ +AVIBA(-1)*VIPX$;                                             
GENR HKPMM =                                                                  
AUSHK(-1)*USPX$ +ACAHK(-1)*CAPX$ +AJAHK(-1)*JAPX$ +AAUHK(-1)*AUPX$ +          
AFRHK(-1)*FRPX$ +AGEHK(-1)*GEPX$ +AITHK(-1)*ITPX$ +ANEHK(-1)*NEPX$ +          
ASTHK(-1)*STPX$ +AUKHK(-1)*UKPX$ +AFIHK(-1)*FIPX$ +AASHK(-1)*ASPX$ +          
ASOHK(-1)*SOPX$ +AKOHK(-1)*KOPX$ +ABEHK(-1)*BEPX$Q+ADEHK(-1)*DEPX$Q+          
ANOHK(-1)*NOPX$Q+ASWHK(-1)*SWPX$Q+AGRHK(-1)*GRPX$Q+AIRHK(-1)*IRPX$Q+          
APOHK(-1)*POPX$Q+ASPHK(-1)*SPPX$Q+ANZHK(-1)*NZPX$Q+                           
                 ACOHK(-1)*COPX$Q+AJOHK(-1)*JOPX$Q+ASYHK(-1)*SYPX$Q+          
AIDHK(-1)*IDPX$Q+AMAHK(-1)*MAPX$Q+APAHK(-1)*PAPX$Q+APHHK(-1)*PHPX$Q+          
ATHHK(-1)*THPX$Q+ACHHK(-1)*CHPX$Q+AARHK(-1)*ARPX$Q+ABRHK(-1)*BRPX$Q+          
ACEHK(-1)*CEPX$Q+AMEHK(-1)*MEPX$Q+APEHK(-1)*PEPX$Q+ATUHK(-1)*TUPX$ +          
APDHK(-1)*PDPX$ +ARUHK(-1)*RUPX$ +AUEHK(-1)*UEPX$ +AEGHK(-1)*EGPX$ +          
AISHK(-1)*ISPX$ +AKEHK(-1)*KEPX$ +ABAHK(-1)*BAPX$ +                           
ASIHK(-1)*SIPX$ +AVIHK(-1)*VIPX$;                                             
GENR SIPMM =                                                                  
AUSSI(-1)*USPX$ +ACASI(-1)*CAPX$ +AJASI(-1)*JAPX$ +AAUSI(-1)*AUPX$ +          
AFRSI(-1)*FRPX$ +AGESI(-1)*GEPX$ +AITSI(-1)*ITPX$ +ANESI(-1)*NEPX$ +          
ASTSI(-1)*STPX$ +AUKSI(-1)*UKPX$ +AFISI(-1)*FIPX$ +AASSI(-1)*ASPX$ +          
ASOSI(-1)*SOPX$ +AKOSI(-1)*KOPX$ +ABESI(-1)*BEPX$Q+ADESI(-1)*DEPX$Q+          
ANOSI(-1)*NOPX$Q+ASWSI(-1)*SWPX$Q+AGRSI(-1)*GRPX$Q+AIRSI(-1)*IRPX$Q+          
APOSI(-1)*POPX$Q+ASPSI(-1)*SPPX$Q+ANZSI(-1)*NZPX$Q+                           
                 ACOSI(-1)*COPX$Q+AJOSI(-1)*JOPX$Q+ASYSI(-1)*SYPX$Q+          
AIDSI(-1)*IDPX$Q+AMASI(-1)*MAPX$Q+APASI(-1)*PAPX$Q+APHSI(-1)*PHPX$Q+          
ATHSI(-1)*THPX$Q+ACHSI(-1)*CHPX$Q+AARSI(-1)*ARPX$Q+ABRSI(-1)*BRPX$Q+          
ACESI(-1)*CEPX$Q+AMESI(-1)*MEPX$Q+APESI(-1)*PEPX$Q+ATUSI(-1)*TUPX$ +          
APDSI(-1)*PDPX$ +ARUSI(-1)*RUPX$ +AUESI(-1)*UEPX$ +AEGSI(-1)*EGPX$ +          
AISSI(-1)*ISPX$ +AKESI(-1)*KEPX$ +ABASI(-1)*BAPX$ +AHKSI(-1)*HKPX$ +          
                 AVISI(-1)*VIPX$;                                             
GENR VIPMM =                                                                  
AUSVI(-1)*USPX$ +ACAVI(-1)*CAPX$ +AJAVI(-1)*JAPX$ +AAUVI(-1)*AUPX$ +          
AFRVI(-1)*FRPX$ +AGEVI(-1)*GEPX$ +AITVI(-1)*ITPX$ +ANEVI(-1)*NEPX$ +          
ASTVI(-1)*STPX$ +AUKVI(-1)*UKPX$ +AFIVI(-1)*FIPX$ +AASVI(-1)*ASPX$ +          
ASOVI(-1)*SOPX$ +AKOVI(-1)*KOPX$ +ABEVI(-1)*BEPX$Q+ADEVI(-1)*DEPX$Q+          
ANOVI(-1)*NOPX$Q+ASWVI(-1)*SWPX$Q+AGRVI(-1)*GRPX$Q+AIRVI(-1)*IRPX$Q+          
APOVI(-1)*POPX$Q+ASPVI(-1)*SPPX$Q+ANZVI(-1)*NZPX$Q+                           
                 ACOVI(-1)*COPX$Q+AJOVI(-1)*JOPX$Q+ASYVI(-1)*SYPX$Q+          
AIDVI(-1)*IDPX$Q+AMAVI(-1)*MAPX$Q+APAVI(-1)*PAPX$Q+APHVI(-1)*PHPX$Q+          
ATHVI(-1)*THPX$Q+ACHVI(-1)*CHPX$Q+AARVI(-1)*ARPX$Q+ABRVI(-1)*BRPX$Q+          
ACEVI(-1)*CEPX$Q+AMEVI(-1)*MEPX$Q+APEVI(-1)*PEPX$Q+ATUVI(-1)*TUPX$ +          
APDVI(-1)*PDPX$ +ARUVI(-1)*RUPX$ +AUEVI(-1)*UEPX$ +AEGVI(-1)*EGPX$ +          
AISVI(-1)*ISPX$ +AKEVI(-1)*KEPX$ +ABAVI(-1)*BAPX$ +AHKVI(-1)*HKPX$ +          
ASIVI(-1)*SIPX$ ;                                                             
GENR NIPMM =                                                                  
AUSNI(-1)*USPX$ +ACANI(-1)*CAPX$ +AJANI(-1)*JAPX$ +AAUNI(-1)*AUPX$ +          
AFRNI(-1)*FRPX$ +AGENI(-1)*GEPX$ +AITNI(-1)*ITPX$ +ANENI(-1)*NEPX$ +          
ASTNI(-1)*STPX$ +AUKNI(-1)*UKPX$ +AFINI(-1)*FIPX$ +AASNI(-1)*ASPX$ +          
ASONI(-1)*SOPX$ +AKONI(-1)*KOPX$ +ABENI(-1)*BEPX$Q+ADENI(-1)*DEPX$Q+          
ANONI(-1)*NOPX$Q+ASWNI(-1)*SWPX$Q+AGRNI(-1)*GRPX$Q+AIRNI(-1)*IRPX$Q+          
APONI(-1)*POPX$Q+ASPNI(-1)*SPPX$Q+ANZNI(-1)*NZPX$Q+                           
                 ACONI(-1)*COPX$Q+AJONI(-1)*JOPX$Q+ASYNI(-1)*SYPX$Q+          
AIDNI(-1)*IDPX$Q+AMANI(-1)*MAPX$Q+APANI(-1)*PAPX$Q+APHNI(-1)*PHPX$Q+          
ATHNI(-1)*THPX$Q+ACHNI(-1)*CHPX$Q+AARNI(-1)*ARPX$Q+ABRNI(-1)*BRPX$Q+          
ACENI(-1)*CEPX$Q+AMENI(-1)*MEPX$Q+APENI(-1)*PEPX$Q+ATUNI(-1)*TUPX$ +          
APDNI(-1)*PDPX$ +ARUNI(-1)*RUPX$ +AUENI(-1)*UEPX$ +AEGNI(-1)*EGPX$ +          
AISNI(-1)*ISPX$ +AKENI(-1)*KEPX$ +ABANI(-1)*BAPX$ +AHKNI(-1)*HKPX$ +          
ASINI(-1)*SIPX$ +AVINI(-1)*VIPX$;                                             
GENR ALPMM =                                                                  
AUSAL(-1)*USPX$ +ACAAL(-1)*CAPX$ +AJAAL(-1)*JAPX$ +AAUAL(-1)*AUPX$ +          
AFRAL(-1)*FRPX$ +AGEAL(-1)*GEPX$ +AITAL(-1)*ITPX$ +ANEAL(-1)*NEPX$ +          
ASTAL(-1)*STPX$ +AUKAL(-1)*UKPX$ +AFIAL(-1)*FIPX$ +AASAL(-1)*ASPX$ +          
ASOAL(-1)*SOPX$ +AKOAL(-1)*KOPX$ +ABEAL(-1)*BEPX$Q+ADEAL(-1)*DEPX$Q+          
ANOAL(-1)*NOPX$Q+ASWAL(-1)*SWPX$Q+AGRAL(-1)*GRPX$Q+AIRAL(-1)*IRPX$Q+          
APOAL(-1)*POPX$Q+ASPAL(-1)*SPPX$Q+ANZAL(-1)*NZPX$Q+                           
                 ACOAL(-1)*COPX$Q+AJOAL(-1)*JOPX$Q+ASYAL(-1)*SYPX$Q+          
AIDAL(-1)*IDPX$Q+AMAAL(-1)*MAPX$Q+APAAL(-1)*PAPX$Q+APHAL(-1)*PHPX$Q+          
ATHAL(-1)*THPX$Q+ACHAL(-1)*CHPX$Q+AARAL(-1)*ARPX$Q+ABRAL(-1)*BRPX$Q+          
ACEAL(-1)*CEPX$Q+AMEAL(-1)*MEPX$Q+APEAL(-1)*PEPX$Q+ATUAL(-1)*TUPX$ +          
APDAL(-1)*PDPX$ +ARUAL(-1)*RUPX$ +AUEAL(-1)*UEPX$ +AEGAL(-1)*EGPX$ +          
AISAL(-1)*ISPX$ +AKEAL(-1)*KEPX$ +ABAAL(-1)*BAPX$ +AHKAL(-1)*HKPX$ +          
ASIAL(-1)*SIPX$ +AVIAL(-1)*VIPX$;                                             
GENR IAPMM =                                                                  
AUSIA(-1)*USPX$ +ACAIA(-1)*CAPX$ +AJAIA(-1)*JAPX$ +AAUIA(-1)*AUPX$ +          
AFRIA(-1)*FRPX$ +AGEIA(-1)*GEPX$ +AITIA(-1)*ITPX$ +ANEIA(-1)*NEPX$ +          
ASTIA(-1)*STPX$ +AUKIA(-1)*UKPX$ +AFIIA(-1)*FIPX$ +AASIA(-1)*ASPX$ +          
ASOIA(-1)*SOPX$ +AKOIA(-1)*KOPX$ +ABEIA(-1)*BEPX$Q+ADEIA(-1)*DEPX$Q+          
ANOIA(-1)*NOPX$Q+ASWIA(-1)*SWPX$Q+AGRIA(-1)*GRPX$Q+AIRIA(-1)*IRPX$Q+          
APOIA(-1)*POPX$Q+ASPIA(-1)*SPPX$Q+ANZIA(-1)*NZPX$Q+                           
                 ACOIA(-1)*COPX$Q+AJOIA(-1)*JOPX$Q+ASYIA(-1)*SYPX$Q+          
AIDIA(-1)*IDPX$Q+AMAIA(-1)*MAPX$Q+APAIA(-1)*PAPX$Q+APHIA(-1)*PHPX$Q+          
ATHIA(-1)*THPX$Q+ACHIA(-1)*CHPX$Q+AARIA(-1)*ARPX$Q+ABRIA(-1)*BRPX$Q+          
ACEIA(-1)*CEPX$Q+AMEIA(-1)*MEPX$Q+APEIA(-1)*PEPX$Q+ATUIA(-1)*TUPX$ +          
APDIA(-1)*PDPX$ +ARUIA(-1)*RUPX$ +AUEIA(-1)*UEPX$ +AEGIA(-1)*EGPX$ +          
AISIA(-1)*ISPX$ +AKEIA(-1)*KEPX$ +ABAIA(-1)*BAPX$ +AHKIA(-1)*HKPX$ +          
ASIIA(-1)*SIPX$ +AVIIA(-1)*VIPX$;                                             
GENR INPMM =                                                                  
AUSIN(-1)*USPX$ +ACAIN(-1)*CAPX$ +AJAIN(-1)*JAPX$ +AAUIN(-1)*AUPX$ +          
AFRIN(-1)*FRPX$ +AGEIN(-1)*GEPX$ +AITIN(-1)*ITPX$ +ANEIN(-1)*NEPX$ +          
ASTIN(-1)*STPX$ +AUKIN(-1)*UKPX$ +AFIIN(-1)*FIPX$ +AASIN(-1)*ASPX$ +          
ASOIN(-1)*SOPX$ +AKOIN(-1)*KOPX$ +ABEIN(-1)*BEPX$Q+ADEIN(-1)*DEPX$Q+          
ANOIN(-1)*NOPX$Q+ASWIN(-1)*SWPX$Q+AGRIN(-1)*GRPX$Q+AIRIN(-1)*IRPX$Q+          
APOIN(-1)*POPX$Q+ASPIN(-1)*SPPX$Q+ANZIN(-1)*NZPX$Q+                           
                 ACOIN(-1)*COPX$Q+AJOIN(-1)*JOPX$Q+ASYIN(-1)*SYPX$Q+          
AIDIN(-1)*IDPX$Q+AMAIN(-1)*MAPX$Q+APAIN(-1)*PAPX$Q+APHIN(-1)*PHPX$Q+          
ATHIN(-1)*THPX$Q+ACHIN(-1)*CHPX$Q+AARIN(-1)*ARPX$Q+ABRIN(-1)*BRPX$Q+          
ACEIN(-1)*CEPX$Q+AMEIN(-1)*MEPX$Q+APEIN(-1)*PEPX$Q+ATUIN(-1)*TUPX$ +          
APDIN(-1)*PDPX$ +ARUIN(-1)*RUPX$ +AUEIN(-1)*UEPX$ +AEGIN(-1)*EGPX$ +          
AISIN(-1)*ISPX$ +AKEIN(-1)*KEPX$ +ABAIN(-1)*BAPX$ +AHKIN(-1)*HKPX$ +          
ASIIN(-1)*SIPX$ +AVIIN(-1)*VIPX$;                                             
GENR IQPMM =                                                                  
AUSIQ(-1)*USPX$ +ACAIQ(-1)*CAPX$ +AJAIQ(-1)*JAPX$ +AAUIQ(-1)*AUPX$ +          
AFRIQ(-1)*FRPX$ +AGEIQ(-1)*GEPX$ +AITIQ(-1)*ITPX$ +ANEIQ(-1)*NEPX$ +          
ASTIQ(-1)*STPX$ +AUKIQ(-1)*UKPX$ +AFIIQ(-1)*FIPX$ +AASIQ(-1)*ASPX$ +          
ASOIQ(-1)*SOPX$ +AKOIQ(-1)*KOPX$ +ABEIQ(-1)*BEPX$Q+ADEIQ(-1)*DEPX$Q+          
ANOIQ(-1)*NOPX$Q+ASWIQ(-1)*SWPX$Q+AGRIQ(-1)*GRPX$Q+AIRIQ(-1)*IRPX$Q+          
APOIQ(-1)*POPX$Q+ASPIQ(-1)*SPPX$Q+ANZIQ(-1)*NZPX$Q+                           
                 ACOIQ(-1)*COPX$Q+AJOIQ(-1)*JOPX$Q+ASYIQ(-1)*SYPX$Q+          
AIDIQ(-1)*IDPX$Q+AMAIQ(-1)*MAPX$Q+APAIQ(-1)*PAPX$Q+APHIQ(-1)*PHPX$Q+          
ATHIQ(-1)*THPX$Q+ACHIQ(-1)*CHPX$Q+AARIQ(-1)*ARPX$Q+ABRIQ(-1)*BRPX$Q+          
ACEIQ(-1)*CEPX$Q+AMEIQ(-1)*MEPX$Q+APEIQ(-1)*PEPX$Q+ATUIQ(-1)*TUPX$ +          
APDIQ(-1)*PDPX$ +ARUIQ(-1)*RUPX$ +AUEIQ(-1)*UEPX$ +AEGIQ(-1)*EGPX$ +          
AISIQ(-1)*ISPX$ +AKEIQ(-1)*KEPX$ +ABAIQ(-1)*BAPX$ +AHKIQ(-1)*HKPX$ +          
ASIIQ(-1)*SIPX$ +AVIIQ(-1)*VIPX$;                                             
GENR KUPMM =                                                                  
AUSKU(-1)*USPX$ +ACAKU(-1)*CAPX$ +AJAKU(-1)*JAPX$ +AAUKU(-1)*AUPX$ +          
AFRKU(-1)*FRPX$ +AGEKU(-1)*GEPX$ +AITKU(-1)*ITPX$ +ANEKU(-1)*NEPX$ +          
ASTKU(-1)*STPX$ +AUKKU(-1)*UKPX$ +AFIKU(-1)*FIPX$ +AASKU(-1)*ASPX$ +          
ASOKU(-1)*SOPX$ +AKOKU(-1)*KOPX$ +ABEKU(-1)*BEPX$Q+ADEKU(-1)*DEPX$Q+          
ANOKU(-1)*NOPX$Q+ASWKU(-1)*SWPX$Q+AGRKU(-1)*GRPX$Q+AIRKU(-1)*IRPX$Q+          
APOKU(-1)*POPX$Q+ASPKU(-1)*SPPX$Q+ANZKU(-1)*NZPX$Q+                           
                 ACOKU(-1)*COPX$Q+AJOKU(-1)*JOPX$Q+ASYKU(-1)*SYPX$Q+          
AIDKU(-1)*IDPX$Q+AMAKU(-1)*MAPX$Q+APAKU(-1)*PAPX$Q+APHKU(-1)*PHPX$Q+          
ATHKU(-1)*THPX$Q+ACHKU(-1)*CHPX$Q+AARKU(-1)*ARPX$Q+ABRKU(-1)*BRPX$Q+          
ACEKU(-1)*CEPX$Q+AMEKU(-1)*MEPX$Q+APEKU(-1)*PEPX$Q+ATUKU(-1)*TUPX$ +          
APDKU(-1)*PDPX$ +ARUKU(-1)*RUPX$ +AUEKU(-1)*UEPX$ +AEGKU(-1)*EGPX$ +          
AISKU(-1)*ISPX$ +AKEKU(-1)*KEPX$ +ABAKU(-1)*BAPX$ +AHKKU(-1)*HKPX$ +          
ASIKU(-1)*SIPX$ +AVIKU(-1)*VIPX$;                                             
GENR LIPMM =                                                                  
AUSLI(-1)*USPX$ +ACALI(-1)*CAPX$ +AJALI(-1)*JAPX$ +AAULI(-1)*AUPX$ +          
AFRLI(-1)*FRPX$ +AGELI(-1)*GEPX$ +AITLI(-1)*ITPX$ +ANELI(-1)*NEPX$ +          
ASTLI(-1)*STPX$ +AUKLI(-1)*UKPX$ +AFILI(-1)*FIPX$ +AASLI(-1)*ASPX$ +          
ASOLI(-1)*SOPX$ +AKOLI(-1)*KOPX$ +ABELI(-1)*BEPX$Q+ADELI(-1)*DEPX$Q+          
ANOLI(-1)*NOPX$Q+ASWLI(-1)*SWPX$Q+AGRLI(-1)*GRPX$Q+AIRLI(-1)*IRPX$Q+          
APOLI(-1)*POPX$Q+ASPLI(-1)*SPPX$Q+ANZLI(-1)*NZPX$Q+                           
                 ACOLI(-1)*COPX$Q+AJOLI(-1)*JOPX$Q+ASYLI(-1)*SYPX$Q+          
AIDLI(-1)*IDPX$Q+AMALI(-1)*MAPX$Q+APALI(-1)*PAPX$Q+APHLI(-1)*PHPX$Q+          
ATHLI(-1)*THPX$Q+ACHLI(-1)*CHPX$Q+AARLI(-1)*ARPX$Q+ABRLI(-1)*BRPX$Q+          
ACELI(-1)*CEPX$Q+AMELI(-1)*MEPX$Q+APELI(-1)*PEPX$Q+ATULI(-1)*TUPX$ +          
APDLI(-1)*PDPX$ +ARULI(-1)*RUPX$ +AUELI(-1)*UEPX$ +AEGLI(-1)*EGPX$ +          
AISLI(-1)*ISPX$ +AKELI(-1)*KEPX$ +ABALI(-1)*BAPX$ +AHKLI(-1)*HKPX$ +          
ASILI(-1)*SIPX$ +AVILI(-1)*VIPX$;                                             
GENR UAPMM =                                                                  
AUSUA(-1)*USPX$ +ACAUA(-1)*CAPX$ +AJAUA(-1)*JAPX$ +AAUUA(-1)*AUPX$ +          
AFRUA(-1)*FRPX$ +AGEUA(-1)*GEPX$ +AITUA(-1)*ITPX$ +ANEUA(-1)*NEPX$ +          
ASTUA(-1)*STPX$ +AUKUA(-1)*UKPX$ +AFIUA(-1)*FIPX$ +AASUA(-1)*ASPX$ +          
ASOUA(-1)*SOPX$ +AKOUA(-1)*KOPX$ +ABEUA(-1)*BEPX$Q+ADEUA(-1)*DEPX$Q+          
ANOUA(-1)*NOPX$Q+ASWUA(-1)*SWPX$Q+AGRUA(-1)*GRPX$Q+AIRUA(-1)*IRPX$Q+          
APOUA(-1)*POPX$Q+ASPUA(-1)*SPPX$Q+ANZUA(-1)*NZPX$Q+                           
                 ACOUA(-1)*COPX$Q+AJOUA(-1)*JOPX$Q+ASYUA(-1)*SYPX$Q+          
AIDUA(-1)*IDPX$Q+AMAUA(-1)*MAPX$Q+APAUA(-1)*PAPX$Q+APHUA(-1)*PHPX$Q+          
ATHUA(-1)*THPX$Q+ACHUA(-1)*CHPX$Q+AARUA(-1)*ARPX$Q+ABRUA(-1)*BRPX$Q+          
ACEUA(-1)*CEPX$Q+AMEUA(-1)*MEPX$Q+APEUA(-1)*PEPX$Q+ATUUA(-1)*TUPX$ +          
APDUA(-1)*PDPX$ +ARUUA(-1)*RUPX$ +AUEUA(-1)*UEPX$ +AEGUA(-1)*EGPX$ +          
AISUA(-1)*ISPX$ +AKEUA(-1)*KEPX$ +ABAUA(-1)*BAPX$ +AHKUA(-1)*HKPX$ +          
ASIUA(-1)*SIPX$ +AVIUA(-1)*VIPX$;                                             
GENR AOPMM =                                                                  
AUSAO(-1)*USPX$ +ACAAO(-1)*CAPX$ +AJAAO(-1)*JAPX$ +AAUAO(-1)*AUPX$ +          
AFRAO(-1)*FRPX$ +AGEAO(-1)*GEPX$ +AITAO(-1)*ITPX$ +ANEAO(-1)*NEPX$ +          
ASTAO(-1)*STPX$ +AUKAO(-1)*UKPX$ +AFIAO(-1)*FIPX$ +AASAO(-1)*ASPX$ +          
ASOAO(-1)*SOPX$ +AKOAO(-1)*KOPX$ +ABEAO(-1)*BEPX$Q+ADEAO(-1)*DEPX$Q+          
ANOAO(-1)*NOPX$Q+ASWAO(-1)*SWPX$Q+AGRAO(-1)*GRPX$Q+AIRAO(-1)*IRPX$Q+          
APOAO(-1)*POPX$Q+ASPAO(-1)*SPPX$Q+ANZAO(-1)*NZPX$Q+                           
                 ACOAO(-1)*COPX$Q+AJOAO(-1)*JOPX$Q+ASYAO(-1)*SYPX$Q+          
AIDAO(-1)*IDPX$Q+AMAAO(-1)*MAPX$Q+APAAO(-1)*PAPX$Q+APHAO(-1)*PHPX$Q+          
ATHAO(-1)*THPX$Q+ACHAO(-1)*CHPX$Q+AARAO(-1)*ARPX$Q+ABRAO(-1)*BRPX$Q+          
ACEAO(-1)*CEPX$Q+AMEAO(-1)*MEPX$Q+APEAO(-1)*PEPX$Q+ATUAO(-1)*TUPX$ +          
APDAO(-1)*PDPX$ +ARUAO(-1)*RUPX$ +AUEAO(-1)*UEPX$ +AEGAO(-1)*EGPX$ +          
AISAO(-1)*ISPX$ +AKEAO(-1)*KEPX$ +ABAAO(-1)*BAPX$ +AHKAO(-1)*HKPX$ +          
ASIAO(-1)*SIPX$ +AVIAO(-1)*VIPX$;                                             
RETURN;                                                                       
Control returned to previous input data set.
@                                                                             
@  Set up trade share equations, generate PJAUS, etc., estimate equations.    
@                                                                             
@ *  This is SHR.INP                                                          
@                                                                             
@ No estimation (comment out bOLS in the file)                                
@                                                                             
INPUT FILE=MCESTSHR.INP;                                                      
Control passed to data set MCESTSHR.INP    
@                                                                             
@ Comment out bOLS when no estimation                                         
@                                                                             
@EQ     1 LAACAUS C LACAUS(-1) PCAUS;SMPL 1966.1 2012.4;OLS;EST    1 PLOT=0;EN
@EQ     2 LAAJAUS C LAJAUS(-1) PJAUS;SMPL 1966.1 2012.4;OLS;EST    2 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUUS=AUPX$/USPMM;                                                      
 GENR LAAAUUS=LOG(AAAUUS+.00001);                                             
 GENR LAAUUS=LOG(AAUUS+.00001);                                               
 LHS AAAUUS=EXP(LAAAUUS)-.00001;                                              
  EQ    3 LAAAUUS C LAAUUS(-1) PAUUS;                                         
EQUATION 311  LAAAUUS  
   RHS     C  LAAUUS(-1)  PAUUS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  311 PLOT=0;END;                                                     

Equation number =  311
**********************

Dependent variable = LAAAUUS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.786846650

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.416766675       0.164104953  -2.53963     1.000000
11342 LAAUUS  ( -1)       0.910437648       0.029505565  30.85647    -5.787588
11340 PAUUS   (  0)      -0.093677003       0.056405676  -1.66077     1.076488

SE of equation            =     0.090990668
Sum of squared residuals  =  1.53167081      -0.379136722E-10
Average absolute error    =     0.068316966
Sum of ABS residuals      =  12.8435897    
R squared                 =   0.85294
Durbin-Watson statistic   =   2.21470
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                   *+                 !!          .   0   .          !
 1966.2!                  +                   !!          .   0   .          !
 1966.3!                * +                   !!          . 0 .   .          !
 1966.4!                + *                   !!          .   .  0.          !
 1967.1!               *  +                   !!          .0  .   .          !
 1967.2!              *+                      !!          .  0.   .          !
 1967.3!              +     *                 !!          .   .   . 0        !
 1967.4!                 *  +                 !!          . 0 .   .          !
 1968.1!              *  +                    !!          .0  .   .          !
 1968.2!              +  *                    !!          .   .  0.          !
 1968.3!                 +*                   !!          .   .0  .          !
 1968.4!                 *+                   !!          .  0.   .          !
 1969.1!                 +*                   !!          .   .0  .          !
 1969.2!                 +    *               !!          .   .   .0         !
 1969.3!                  *  +                !!          .0  .   .          !
 1969.4!                  +   *               !!          .   .   0          !
 1970.1!                     + *              !!          .   . 0 .          !
 1970.2!                      + *             !!          .   . 0 .          !
 1970.3!                  *     +             !!        0 .   .   .          !
 1970.4!                * +                   !!          . 0 .   .          !
 1971.1!                +   *                 !!          .   .   0          !
 1971.2!                   +                  !!          .   0   .          !
 1971.3!              *    +                  !!        0 .   .   .          !
 1971.4!              +    *                  !!          .   .   .0         !
 1972.1!                   +                  !!          .   0   .          !
 1972.2!                   +*                 !!          .   .0  .          !
 1972.3!                   +                  !!          .  0.   .          !
 1972.4!                   +         *        !!          .   .   .      0   !
 1973.1!                      *     +         !!        0 .   .   .          !
 1973.2!               *     +                !!        0 .   .   .          !
 1973.3!               +*                     !!          .   .0  .          !
 1973.4!              *+                      !!          . 0 .   .          !
 1974.1!             +             *          !!          .   .   .          0
 1974.2!                 *         +          !!    0     .   .   .          !
 1974.3!              *  +                    !!          0   .   .          !
 1974.4!              +  *                    !!          .   .  0.          !
 1975.1!            *   +                     !!         0.   .   .          !
 1975.2!       *   +                          !!         0.   .   .          !
 1975.3!       +*                             !!          .   .0  .          !
 1975.4!     *   +                            !!          0   .   .          !
 1976.1!    * +                               !!          .  0.   .          !
 1976.2!     +*                               !!          .   .0  .          !
 1976.3!       +*                             !!          .   .0  .          !
 1976.4!      * +                             !!          .  0.   .          !
 1977.1!     * +                              !!          . 0 .   .          !
 1977.2!     + *                              !!          .   . 0 .          !
 1977.3!     * +                              !!          .  0.   .          !
 1977.4!     +    *                           !!          .   .   .0         !
 1978.1!          +                           !!          .   .0  .          !
 1978.2!          +                           !!          .   0   .          !
 1978.3! *        +                           !!     0    .   .   .          !
 1978.4*  +                                   !!          .0  .   .          !
 1979.1!+*                                    !!          .   . 0 .          !
 1979.2!  +       *                           !!          .   .   .    0     !
 1979.3!      *   +                           !!         0.   .   .          !
 1979.4!       +*                             !!          .   . 0 .          !
 1980.1!         +*                           !!          .   . 0 .          !
 1980.2!       *   +                          !!         0.   .   .          !
 1980.3!      * +                             !!          . 0 .   .          !
 1980.4!       +*                             !!          .   .0  .          !
 1981.1!      *   +                           !!          0   .   .          !
 1981.2! *     +                              !!        0 .   .   .          !
 1981.3!   +    *                             !!          .   .   .0         !
 1981.4!         +    *                       !!          .   .   .0         !
 1982.1!               +     *                !!          .   .   . 0        !
 1982.2!               *     +                !!        0 .   .   .          !
 1982.3!           *    +                     !!         0.   .   .          !
 1982.4!           * +                        !!          . 0 .   .          !
 1983.1!            +                         !!          .  0.   .          !
 1983.2!           * +                        !!          . 0 .   .          !
 1983.3!           *+                         !!          .  0.   .          !
 1983.4!            *+                        !!          .  0.   .          !
 1984.1!             +    *                   !!          .   .   .0         !
 1984.2!                 *+                   !!          . 0 .   .          !
 1984.3!                  +*                  !!          .   .0  .          !
 1984.4!                   *+                 !!          .  0.   .          !
 1985.1!                    +      *          !!          .   .   .  0       !
 1985.2!                         * +          !!          . 0 .   .          !
 1985.3!                    *     +           !!        0 .   .   .          !
 1985.4!                    *+                !!          .  0.   .          !
 1986.1!               *    +                 !!        0 .   .   .          !
 1986.2!               +*                     !!          .   .0  .          !
 1986.3!                +*                    !!          .   .0  .          !
 1986.4!                 + *                  !!          .   .0  .          !
 1987.1!          *        +                  !!     0    .   .   .          !
 1987.2!           + *                        !!          .   . 0 .          !
 1987.3!             +                        !!          .   0   .          !
 1987.4!              +                       !!          .   0   .          !
 1988.1!         *    +                       !!         0.   .   .          !
 1988.2!          +    *                      !!          .   .   .0         !
 1988.3!               +*                     !!          .   .0  .          !
 1988.4!               *+                     !!          .  0.   .          !
 1989.1!             *  +                     !!          . 0 .   .          !
 1989.2!            * +                       !!          . 0 .   .          !
 1989.3!             +   *                    !!          .   .   0          !
 1989.4!                *+                    !!          . 0 .   .          !
 1990.1!             *  +                     !!          .0  .   .          !
 1990.2!           * +                        !!          . 0 .   .          !
 1990.3!           +*                         !!          .   .0  .          !
 1990.4!            +  *                      !!          .   .  0.          !
 1991.1!             * +                      !!          . 0 .   .          !
 1991.2!         *   +                        !!         0.   .   .          !
 1991.3!     *   +                            !!         0.   .   .          !
 1991.4!      +                               !!          .   .0  .          !
 1992.1!       +                              !!          .  0.   .          !
 1992.2!     * +                              !!          .0  .   .          !
 1992.3!*    +                                !!         0.   .   .          !
 1992.4! +*                                   !!          .   .0  .          !
 1993.1!    +*                                !!          .   . 0 .          !
 1993.2!      +   *                           !!          .   .   0          !
 1993.3!     *    +                           !!         0.   .   .          !
 1993.4!      + *                             !!          .   . 0 .          !
 1994.1!        *+                            !!          .   0   .          !
 1994.2!       * +                            !!          . 0 .   .          !
 1994.3!       *+                             !!          .  0.   .          !
 1994.4!     *  +                             !!          . 0 .   .          !
 1995.1!   *  +                               !!          .0  .   .          !
 1995.2!  * +                                 !!          . 0 .   .          !
 1995.3!   +                                  !!          .   0   .          !
 1995.4!    +*                                !!          .   .0  .          !
 1996.1!      +                               !!          .   0   .          !
 1996.2!    *  +                              !!          . 0 .   .          !
 1996.3!    *+                                !!          .  0.   .          !
 1996.4!     + *                              !!          .   . 0 .          !
 1997.1!        +  *                          !!          .   .   0          !
 1997.2!           *+                         !!          .  0.   .          !
 1997.3!            +                         !!          .   0   .          !
 1997.4!           *+                         !!          .  0.   .          !
 1998.1!           +  *                       !!          .   .  0.          !
 1998.2!             * +                      !!          . 0 .   .          !
 1998.3!             +                        !!          .   0   .          !
 1998.4!             +*                       !!          .   .0  .          !
 1999.1!              +   *                   !!          .   .   0          !
 1999.2!                  +*                  !!          .   .0  .          !
 1999.3!                 * +                  !!          . 0 .   .          !
 1999.4!                 +*                   !!          .   .0  .          !
 2000.1!                  +*                  !!          .   .0  .          !
 2000.2!                    +                 !!          .   0   .          !
 2000.3!                    +  *              !!          .   .  0.          !
 2000.4!                       +              !!          .  0.   .          !
 2001.1!                       +              !!          .   0   .          !
 2001.2!                       + *            !!          .   .  0.          !
 2001.3!                         + *          !!          .   . 0 .          !
 2001.4!                           + *        !!          .   . 0 .          !
 2002.1!                           *+         !!          .  0.   .          !
 2002.2!                           +          !!          .   0   .          !
 2002.3!                         *+           !!          . 0 .   .          !
 2002.4!                       *+             !!          .  0.   .          !
 2003.1!                       +  *           !!          .   .  0.          !
 2003.2!                       * +            !!          .0  .   .          !
 2003.3!                      +   *           !!          .   .   0          !
 2003.4!                         +     *      !!          .   .   . 0        !
 2004.1!                             +    *   !!          .   .   .0         !
 2004.2!                                +   * !!          .   .   0          !
 2004.3!                                  +*  !!          .   .0  .          !
 2004.4!                                 +*   !!          .   .0  .          !
 2005.1!                                + *   !!          .   . 0 .          !
 2005.2!                                +*    !!          .   .0  .          !
 2005.3!                               +      !!          .  0.   .          !
 2005.4!                              +    *  !!          .   .   . 0        !
 2006.1!                                  +   *!          .   .   .0         !
 2006.2!                                *   + !!         0.   .   .          !
 2006.3!                              +       !!          .  0.   .          !
 2006.4!                             + *      !!          .   .  0.          !
 2007.1!                             *+       !!          .  0.   .          !
 2007.2!                            +  *      !!          .   .  0.          !
 2007.3!                             *+       !!          .  0.   .          !
 2007.4!                            + *       !!          .   . 0 .          !
 2008.1!                            + *       !!          .   . 0 .          !
 2008.2!                            +         !!          .  0.   .          !
 2008.3!                       *   +          !!          0   .   .          !
 2008.4!                       + *            !!          .   .  0.          !
 2009.1!                        +*            !!          .   .0  .          !
 2009.2!                        +*            !!          .   .0  .          !
 2009.3!                        +             !!          .   0   .          !
 2009.4!                    *  +              !!          0   .   .          !
 2010.1!              *     +                 !!        0 .   .   .          !
 2010.2!              +     *                 !!          .   .   . 0        !
 2010.3!                   *+                 !!          .  0.   .          !
 2010.4!                   +*                 !!          .   0   .          !
 2011.1!                    +  *              !!          .   .   0          !
 2011.2!                       +              !!          .   0   .          !
 2011.3!                      + *             !!          .   . 0 .          !
 2011.4!                        +             !!          .   0   .          !
 2012.1!                       +   *          !!          .   .   0          !
 2012.2!                        *  +          !!          .0  .   .          !
 2012.3!                        + *           !!          .   .  0.          !
 2012.4!                         *+           !!          .   0   .          !


     29.26 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRUS=FRPX$/USPMM;                                                      
 GENR LAAFRUS=LOG(AAFRUS+.00001);                                             
 GENR LAFRUS=LOG(AFRUS+.00001);                                               
 LHS AAFRUS=EXP(LAAFRUS)-.00001;                                              
  EQ    4 LAAFRUS C LAFRUS(-1) PFRUS;                                         
EQUATION 312  LAAFRUS  
   RHS     C  LAFRUS(-1)  PFRUS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  312 PLOT=0;END;                                                     

Equation number =  312
**********************

Dependent variable = LAAFRUS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.831782947

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.481499729       0.135991201  -3.54067     1.000000
11345 LAFRUS  ( -1)       0.864311151       0.038036854  22.72299    -3.831475
11343 PFRUS   (  0)      -0.030295796       0.026154799  -1.15833     1.277303

SE of equation            =     0.076161753
Sum of squared residuals  =  1.07311334      -0.162740932E-10
Average absolute error    =     0.058515180
Sum of ABS residuals      =  11.0008538    
R squared                 =   0.77608
Durbin-Watson statistic   =   2.44453
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!       *   +                          !!         0    .    .         !
 1966.2!        +*                            !!         .    . 0  .         !
 1966.3!         *+                           !!         .   0.    .         !
 1966.4!          + *                         !!         .    .  0 .         !
 1967.1!      *     +                         !!       0 .    .    .         !
 1967.2!     * +                              !!         .  0 .    .         !
 1967.3!      + *                             !!         .    . 0  .         !
 1967.4!        + *                           !!         .    . 0  .         !
 1968.1!          +                           !!         .   0.    .         !
 1968.2*          +                           !!0        .    .    .         !
 1968.3! +     *                              !!         .    .    .  0      !
 1968.4!   *    +                             !!        0.    .    .         !
 1969.1!    +*                                !!         .    .0   .         !
 1969.2!      + *                             !!         .    . 0  .         !
 1969.3!        *+                            !!         .   0.    .         !
 1969.4!         +                            !!         .    0    .         !
 1970.1!          + *                         !!         .    . 0  .         !
 1970.2!            +   *                     !!         .    .   0.         !
 1970.3!                +                     !!         .    0    .         !
 1970.4!                +   *                 !!         .    .    0         !
 1971.1!                   +                  !!         .   0.    .         !
 1971.2!                 * +                  !!         . 0  .    .         !
 1971.3!                 +                    !!         .    .0   .         !
 1971.4!            *    +                    !!       0 .    .    .         !
 1972.1!             + *                      !!         .    .  0 .         !
 1972.2!                +  *                  !!         .    .   0.         !
 1972.3!                   +                  !!         .    0    .         !
 1972.4!                   +  *               !!         .    .   0.         !
 1973.1!               *     +                !!      0  .    .    .         !
 1973.2!             * +                      !!         .  0 .    .         !
 1973.3!         *   +                        !!         0    .    .         !
 1973.4!       *  +                           !!         . 0  .    .         !
 1974.1!        +            *                !!         .    .    .         0
 1974.2!                     +                !!         .    0    .         !
 1974.3!                    +   *             !!         .    .    0         !
 1974.4!                    *  +              !!         .0   .    .         !
 1975.1!                   +*                 !!         .    .0   .         !
 1975.2!              *    +                  !!        0.    .    .         !
 1975.3!            * +                       !!         . 0  .    .         !
 1975.4!            +                         !!         .    0    .         !
 1976.1!             +                        !!         .    0    .         !
 1976.2!          *   +                       !!         .0   .    .         !
 1976.3!           +   *                      !!         .    .    0         !
 1976.4!               +  *                   !!         .    .  0 .         !
 1977.1!         *       +                    !!     0   .    .    .         !
 1977.2!          +*                          !!         .    .0   .         !
 1977.3!           +          *               !!         .    .    .        0!
 1977.4!               *     +                !!       0 .    .    .         !
 1978.1!               +      *               !!         .    .    .  0      !
 1978.2!                *    +                !!        0.    .    .         !
 1978.3!                +*                    !!         .    . 0  .         !
 1978.4!          *     +                     !!      0  .    .    .         !
 1979.1!          +  *                        !!         .    .  0 .         !
 1979.2!             +        *               !!         .    .    .     0   !
 1979.3!                     +                !!         .    0    .         !
 1979.4!                    +                 !!         .    0    .         !
 1980.1!                   +   *              !!         .    .   0.         !
 1980.2!                      +*              !!         .    .0   .         !
 1980.3!                      +               !!         .   0.    .         !
 1980.4!                     +*               !!         .    . 0  .         !
 1981.1!                 *    +               !!        0.    .    .         !
 1981.2!                 +   *                !!         .    .    0         !
 1981.3!                     + *              !!         .    .  0 .         !
 1981.4!                       +       *      !!         .    .    .    0    !
 1982.1!                        *     +       !!       0 .    .    .         !
 1982.2!                       +  *           !!         .    .  0 .         !
 1982.3!                       * +            !!         .  0 .    .         !
 1982.4!                       +     *        !!         .    .    . 0       !
 1983.1!                        *   +         !!         .0   .    .         !
 1983.2!                        +             !!         .    .0   .         !
 1983.3!                        +       *     !!         .    .    .   0     !
 1983.4!                       *      +       !!      0  .    .    .         !
 1984.1!                       +       *      !!         .    .    .    0    !
 1984.2!                             +*       !!         .    .0   .         !
 1984.3!                             + *      !!         .    .  0 .         !
 1984.4!                              + *     !!         .    . 0  .         !
 1985.1!                              +     * !!         .    .    . 0       !
 1985.2!                                  +   *!         .    .   0.         !
 1985.3!                                 *  + !!         .0   .    .         !
 1985.4!                         *     +      !!       0 .    .    .         !
 1986.1!                       *+             !!         .  0 .    .         !
 1986.2!                       +*             !!         .    . 0  .         !
 1986.3!                       +  *           !!         .    .  0 .         !
 1986.4!                      *  +            !!         . 0  .    .         !
 1987.1!                      +  *            !!         .    .  0 .         !
 1987.2!                       *+             !!         .    0    .         !
 1987.3!                       +   *          !!         .    .    0         !
 1987.4!                        * +           !!         .  0 .    .         !
 1988.1!                        + *           !!         .    .  0 .         !
 1988.2!                         +     *      !!         .    .    . 0       !
 1988.3!                             +*       !!         .    .0   .         !
 1988.4!                     *       +        !!     0   .    .    .         !
 1989.1!                     +    *           !!         .    .    . 0       !
 1989.2!                       * +            !!         . 0  .    .         !
 1989.3!                       +              !!         .    .0   .         !
 1989.4!                      +               !!         .    0    .         !
 1990.1!                   *  +               !!         . 0  .    .         !
 1990.2!                   +                  !!         .    0    .         !
 1990.3!                   +                  !!         .    .0   .         !
 1990.4!                   +   *              !!         .    .    0         !
 1991.1!                     * +              !!         .   0.    .         !
 1991.2!                     +                !!         .    0    .         !
 1991.3!                     +      *         !!         .    .    .  0      !
 1991.4!                          + *         !!         .    . 0  .         !
 1992.1!                           +   *      !!         .    .    0         !
 1992.2!                       *     +        !!      0  .    .    .         !
 1992.3!                     *+               !!         .   0.    .         !
 1992.4!                     + *              !!         .    .  0 .         !
 1993.1!                    * +               !!         . 0  .    .         !
 1993.2!                 *  +                 !!         . 0  .    .         !
 1993.3!                  +    *              !!         .    .    .0        !
 1993.4!                       + *            !!         .    .  0 .         !
 1994.1!                      * +             !!         . 0  .    .         !
 1994.2!                     +                !!         .    0    .         !
 1994.3!                     +*               !!         .    .0   .         !
 1994.4!                  *  +                !!         0    .    .         !
 1995.1!                 *+                   !!         .   0.    .         !
 1995.2!               * +                    !!         . 0  .    .         !
 1995.3!               +  *                   !!         .    .  0 .         !
 1995.4!            *     +                   !!      0  .    .    .         !
 1996.1!             + *                      !!         .    .  0 .         !
 1996.2!              *+                      !!         .  0 .    .         !
 1996.3!              +                       !!         .    0    .         !
 1996.4!             * +                      !!         .  0 .    .         !
 1997.1!              +*                      !!         .    .0   .         !
 1997.2!                +*                    !!         .    . 0  .         !
 1997.3!                  +   *               !!         .    .    0         !
 1997.4!             *       +                !!    0    .    .    .         !
 1998.1!              +     *                 !!         .    .    .  0      !
 1998.2!                    +   *             !!         .    .   0.         !
 1998.3!                       +*             !!         .    .0   .         !
 1998.4!                     *  +             !!         . 0  .    .         !
 1999.1!                     +    *           !!         .    .    .0        !
 1999.2!                         +  *         !!         .    .   0.         !
 1999.3!                           +*         !!         .    .0   .         !
 1999.4!                           + *        !!         .    . 0  .         !
 2000.1!                            +  *      !!         .    .   0.         !
 2000.2!                           *  +       !!         . 0  .    .         !
 2000.3!                           +  *       !!         .    .   0.         !
 2000.4!                             +     *  !!         .    .    . 0       !
 2001.1!                                *+    !!         .   0.    .         !
 2001.2!                               +*     !!         .    .0   .         !
 2001.3!                              +     * !!         .    .    .0        !
 2001.4!                                 *+   !!         .   0.    .         !
 2002.1!                               +*     !!         .    .0   .         !
 2002.2!                            *  +      !!         . 0  .    .         !
 2002.3!                          *+          !!         .   0.    .         !
 2002.4!                      *  +            !!         .0   .    .         !
 2003.1!                     *+               !!         .   0.    .         !
 2003.2!                  *  +                !!         . 0  .    .         !
 2003.3!                   +*                 !!         .    . 0  .         !
 2003.4!                   *+                 !!         .  0 .    .         !
 2004.1!                *  +                  !!         .0   .    .         !
 2004.2!                +   *                 !!         .    .   0.         !
 2004.3!                  * +                 !!         .  0 .    .         !
 2004.4!                  +*                  !!         .    .0   .         !
 2005.1!                   +                  !!         .   0.    .         !
 2005.2!                   +                  !!         .    .0   .         !
 2005.3!                    +                 !!         .    .0   .         !
 2005.4!                 *  +                 !!         .0   .    .         !
 2006.1!                 +*                   !!         .    .0   .         !
 2006.2!               *   +                  !!         0    .    .         !
 2006.3!           *   +                      !!         0    .    .         !
 2006.4!            *+                        !!         .   0.    .         !
 2007.1!            *+                        !!         .   0.    .         !
 2007.2!           * +                        !!         .  0 .    .         !
 2007.3!            + *                       !!         .    . 0  .         !
 2007.4!         *    +                       !!        0.    .    .         !
 2008.1!           +*                         !!         .    . 0  .         !
 2008.2!       *     +                        !!       0 .    .    .         !
 2008.3!         +                            !!         .    0    .         !
 2008.4!         * +                          !!         .  0 .    .         !
 2009.1!           +  *                       !!         .    .    0         !
 2009.2!            *  +                      !!         .0   .    .         !
 2009.3!          *  +                        !!         .0   .    .         !
 2009.4!       *   +                          !!         0    .    .         !
 2010.1!       * +                            !!         . 0  .    .         !
 2010.2!       * +                            !!         . 0  .    .         !
 2010.3!  *      +                            !!     0   .    .    .         !
 2010.4!    +                                 !!         .    0    .         !
 2011.1!      +*                              !!         .    .0   .         !
 2011.2!   *     +                            !!       0 .    .    .         !
 2011.3!  *  +                                !!         .0   .    .         !
 2011.4!    +  *                              !!         .    .  0 .         !
 2012.1!         +*                           !!         .    . 0  .         !
 2012.2!       *    +                         !!        0.    .    .         !
 2012.3!         +                            !!         .    0    .         !
 2012.4!        * +                           !!         . 0  .    .         !


     29.26 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEUS=GEPX$/USPMM;                                                      
 GENR LAAGEUS=LOG(AAGEUS+.00001);                                             
 GENR LAGEUS=LOG(AGEUS+.00001);                                               
 LHS AAGEUS=EXP(LAAGEUS)-.00001;                                              
  EQ    5 LAAGEUS C LAGEUS(-1) PGEUS;                                         
EQUATION 313  LAAGEUS  
   RHS     C  LAGEUS(-1)  PGEUS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  313 PLOT=0;END;                                                     

Equation number =  313
**********************

Dependent variable = LAAGEUS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.752134367

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.143551522       0.079075051  -1.81538     1.000000
11348 LAGEUS  ( -1)       0.929125322       0.028343656  32.78071    -2.749232
11346 PGEUS   (  0)      -0.050484129       0.053019044  -0.95219     1.073634

SE of equation            =     0.084088740
Sum of squared residuals  =  1.30811951       0.523936450E-11
Average absolute error    =     0.060820866
Sum of ABS residuals      =  11.4343228    
R squared                 =   0.87104
Durbin-Watson statistic   =   2.66096
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                         + *          !!           .  . 0.           !
 1966.2!                        *  +          !!           .0 .  .           !
 1966.3!                        +    *        !!           .  .  . 0         !
 1966.4!                            +*        !!           .  .0 .           !
 1967.1!                            *+        !!           . 0.  .           !
 1967.2!                           +*         !!           .  .0 .           !
 1967.3!                            +  *      !!           .  .  0           !
 1967.4!                              +   *   !!           .  .  0           !
 1968.1!                                 +    *!           .  .  . 0         !
 1968.2!                                     +!!           .  0  .           !
 1968.3!                                   +  *!           .  . 0.           !
 1968.4!                                  *  +!!           .0 .  .           !
 1969.1!                           *     +    !!         0 .  .  .           !
 1969.2!                           +        * !!           .  .  .    0      !
 1969.3!                                 * +  !!           .0 .  .           !
 1969.4!                                +*    !!           .  .0 .           !
 1970.1!                                +     !!           .  0  .           !
 1970.2!                               + *    !!           .  . 0.           !
 1970.3!                                + *   !!           .  . 0.           !
 1970.4!                                 +*   !!           .  .0 .           !
 1971.1!                                 +   *!!           .  .  .0          !
 1971.2!                                 *  + !!           .0 .  .           !
 1971.3!                                +     *!           .  .  . 0         !
 1971.4!                              *      +!!        0  .  .  .           !
 1972.1!                             +    *   !!           .  .  . 0         !
 1972.2!                                 +    !!           .  0  .           !
 1972.3!                               *+     !!           . 0.  .           !
 1972.4!                              + *     !!           .  . 0.           !
 1973.1!                               +  *   !!           .  . 0.           !
 1973.2!                               * +    !!           .0 .  .           !
 1973.3!                           * +        !!           .0 .  .           !
 1973.4!                     *    +           !!          0.  .  .           !
 1974.1!                     +               *!!           .  .  .           0
 1974.2!                                *   + !!           0  .  .           !
 1974.3!                        *      +      !!       0   .  .  .           !
 1974.4!                       +     *        !!           .  .  . 0         !
 1975.1!                      *     +         !!         0 .  .  .           !
 1975.2!                     *+               !!           .  0  .           !
 1975.3!                    *+                !!           . 0.  .           !
 1975.4!                   +      *           !!           .  .  .  0        !
 1976.1!                  *      +            !!       0   .  .  .           !
 1976.2!              *  +                    !!          0.  .  .           !
 1976.3!              + *                     !!           .  . 0.           !
 1976.4!              *+                      !!           . 0.  .           !
 1977.1!            * +                       !!           .0 .  .           !
 1977.2!            +   *                     !!           .  .  .0          !
 1977.3!      *        +                      !!      0    .  .  .           !
 1977.4!      +           *                   !!           .  .  .       0   !
 1978.1!                 *+                   !!           .  0  .           !
 1978.2!                *+                    !!           .  0  .           !
 1978.3!                +    *                !!           .  .  .0          !
 1978.4!              *     +                 !!        0  .  .  .           !
 1979.1!             + *                      !!           .  . 0.           !
 1979.2!               +      *               !!           .  .  .  0        !
 1979.3!                     + *              !!           .  .0 .           !
 1979.4!                   *  +               !!           .0 .  .           !
 1980.1!                   +       *          !!           .  .  .   0       !
 1980.2!                          +           !!           .  0  .           !
 1980.3!                         *+           !!           .  0  .           !
 1980.4!                       * +            !!           .0 .  .           !
 1981.1!                  *    +              !!          0.  .  .           !
 1981.2!                 *+                   !!           . 0.  .           !
 1981.3!                  +     *             !!           .  .  . 0         !
 1981.4!                       + *            !!           .  . 0.           !
 1982.1!                         +            !!           .  0  .           !
 1982.2!                         +*           !!           .  .0 .           !
 1982.3!                        * +           !!           .0 .  .           !
 1982.4!                      * +             !!           .0 .  .           !
 1983.1!                      +               !!           .  0  .           !
 1983.2!                      +*              !!           .  .0 .           !
 1983.3!                       +  *           !!           .  .  0           !
 1983.4!                          +*          !!           .  .0 .           !
 1984.1!                           +*         !!           .  . 0.           !
 1984.2!                       *    +         !!          0.  .  .           !
 1984.3!                        +     *       !!           .  .  .  0        !
 1984.4!                              +*      !!           .  .0 .           !
 1985.1!                              +   *   !!           .  .  0           !
 1985.2!                                *+    !!           . 0.  .           !
 1985.3!                               + *    !!           .  .0 .           !
 1985.4!                            *   +     !!           0  .  .           !
 1986.1!                            +  *      !!           .  .  0           !
 1986.2!                              +  *    !!           .  . 0.           !
 1986.3!                              * +     !!           .0 .  .           !
 1986.4!                             +*       !!           .  .0 .           !
 1987.1!                             +        !!           .  0  .           !
 1987.2!                            +         !!           .  0  .           !
 1987.3!                         * +          !!           .0 .  .           !
 1987.4!                        +*            !!           .  0  .           !
 1988.1!                   *    +             !!          0.  .  .           !
 1988.2!                   +*                 !!           .  .0 .           !
 1988.3!                    +                 !!           .  0  .           !
 1988.4!                    +  *              !!           .  .  0           !
 1989.1!                    *  +              !!           0  .  .           !
 1989.2!                   *+                 !!           . 0.  .           !
 1989.3!                   +                  !!           .  0  .           !
 1989.4!               *   +                  !!           0  .  .           !
 1990.1!               +   *                  !!           .  .  0           !
 1990.2!                *  +                  !!           0  .  .           !
 1990.3!                + *                   !!           .  . 0.           !
 1990.4!            *     +                   !!         0 .  .  .           !
 1991.1!            *+                        !!           .  0  .           !
 1991.2!          * +                         !!           .0 .  .           !
 1991.3!           +                          !!           .  0  .           !
 1991.4!         *  +                         !!           .0 .  .           !
 1992.1!         +*                           !!           .  0  .           !
 1992.2!        * +                           !!           .0 .  .           !
 1992.3!        +                             !!           .  0  .           !
 1992.4!       * +                            !!           .0 .  .           !
 1993.1!      * +                             !!           . 0.  .           !
 1993.2!       +                              !!           .  0  .           !
 1993.3!      * +                             !!           .0 .  .           !
 1993.4!      +  *                            !!           .  . 0.           !
 1994.1!         +                            !!           .  0  .           !
 1994.2!          +*                          !!           .  .0 .           !
 1994.3!       *   +                          !!          0.  .  .           !
 1994.4!       +                              !!           .  0  .           !
 1995.1!       +                              !!           .  0  .           !
 1995.2!        +*                            !!           .  .0 .           !
 1995.3!     *   +                            !!          0.  .  .           !
 1995.4!      +                               !!           .  0  .           !
 1996.1!       +                              !!           .  0  .           !
 1996.2!        +                             !!           .  0  .           !
 1996.3!        +*                            !!           .  .0 .           !
 1996.4!         +                            !!           .  0  .           !
 1997.1!         + *                          !!           .  . 0.           !
 1997.2!            +                         !!           .  0  .           !
 1997.3!            + *                       !!           .  . 0.           !
 1997.4!            * +                       !!           .0 .  .           !
 1998.1!            +  *                      !!           .  . 0.           !
 1998.2!              *+                      !!           . 0.  .           !
 1998.3!              +*                      !!           .  .0 .           !
 1998.4!             * +                      !!           .0 .  .           !
 1999.1!             +*                       !!           .  .0 .           !
 1999.2!              + *                     !!           .  . 0.           !
 1999.3!               *+                     !!           . 0.  .           !
 1999.4!               *+                     !!           . 0.  .           !
 2000.1!               + *                    !!           .  . 0.           !
 2000.2!              *   +                   !!           0  .  .           !
 2000.3!              *+                      !!           . 0.  .           !
 2000.4!              +                       !!           .  0  .           !
 2001.1!               +   *                  !!           .  .  .0          !
 2001.2!                   +                  !!           .  0  .           !
 2001.3!                   + *                !!           .  .0 .           !
 2001.4!                  *  +                !!           .0 .  .           !
 2002.1!                  + *                 !!           .  .0 .           !
 2002.2!                  * +                 !!           .0 .  .           !
 2002.3!                  +                   !!           .  0  .           !
 2002.4!                 *+                   !!           . 0.  .           !
 2003.1!                *+                    !!           . 0.  .           !
 2003.2!               *+                     !!           . 0.  .           !
 2003.3!               +                      !!           .  0  .           !
 2003.4!             * +                      !!           .0 .  .           !
 2004.1!             + *                      !!           .  .0 .           !
 2004.2!               +                      !!           .  .0 .           !
 2004.3!              * +                     !!           .0 .  .           !
 2004.4!             *+                       !!           .  0  .           !
 2005.1!             +                        !!           .  0  .           !
 2005.2!             + *                      !!           .  .0 .           !
 2005.3!               +                      !!           .  0  .           !
 2005.4!               +                      !!           .  0  .           !
 2006.1!               +*                     !!           .  .0 .           !
 2006.2!             *  +                     !!           0  .  .           !
 2006.3!             +*                       !!           .  .0 .           !
 2006.4!               + *                    !!           .  . 0.           !
 2007.1!              *  +                    !!           0  .  .           !
 2007.2!            * +                       !!           .0 .  .           !
 2007.3!             +*                       !!           .  .0 .           !
 2007.4!             *+                       !!           .0 .  .           !
 2008.1!             +  *                     !!           .  . 0.           !
 2008.2!              * +                     !!           . 0.  .           !
 2008.3!            * +                       !!           0  .  .           !
 2008.4!          * +                         !!           . 0.  .           !
 2009.1!           +  *                       !!           .  .  0           !
 2009.2!             *+                       !!           .  0  .           !
 2009.3!        *    +                        !!         0 .  .  .           !
 2009.4!       * +                            !!           . 0.  .           !
 2010.1!   *    +                             !!          0.  .  .           !
 2010.2!  * +                                 !!           .0 .  .           !
 2010.3! * +                                  !!           .0 .  .           !
 2010.4*  +                                   !!           0  .  .           !
 2011.1!+   *                                 !!           .  .  0           !
 2011.2!   * +                                !!           . 0.  .           !
 2011.3!  * +                                 !!           .0 .  .           !
 2011.4!  * +                                 !!           . 0.  .           !
 2012.1!    +    *                            !!           .  .  . 0         !
 2012.2!    *     +                           !!         0 .  .  .           !
 2012.3!      + *                             !!           .  . 0.           !
 2012.4!    *    +                            !!         0 .  .  .           !


     21.81 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITUS=ITPX$/USPMM;                                                      
 GENR LAAITUS=LOG(AAITUS+.00001);                                             
 GENR LAITUS=LOG(AITUS+.00001);                                               
 LHS AAITUS=EXP(LAAITUS)-.00001;                                              
  EQ    6 LAAITUS C LAITUS(-1) PITUS;                                         
EQUATION 314  LAAITUS  
   RHS     C  LAITUS(-1)  PITUS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  314 PLOT=0;END;                                                     

Equation number =  314
**********************

Dependent variable = LAAITUS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.512461115

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.087642080       0.054958188  -1.59470     1.000000
11351 LAITUS  ( -1)       0.921802023       0.025862088  35.64299    -3.508819
11349 PITUS   (  0)      -0.203241433       0.068723290  -2.95739     0.936733

SE of equation            =     0.070691471
Sum of squared residuals  = 0.924497552       0.468158845E-11
Average absolute error    =     0.055847868
Sum of ABS residuals      =  10.4993992    
R squared                 =   0.95666
Durbin-Watson statistic   =   2.44126
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                          + *         !!          .   .   0          !
 1966.2!                           + *        !!          .   .   .0         !
 1966.3!                            +         !!          . 0 .   .          !
 1966.4!                           + *        !!          .   .   0          !
 1967.1!                            +  *      !!          .   .   .  0       !
 1967.2!                              +*      !!          .   . 0 .          !
 1967.3!                              +*      !!          .   .0  .          !
 1967.4!                              +  *    !!          .   .   . 0        !
 1968.1!                                +  *  !!          .   .   .0         !
 1968.2!                                 *+   !!          .0  .   .          !
 1968.3!                                +*    !!          .   .0  .          !
 1968.4!                                + *   !!          .   .   0          !
 1969.1!                                 +   *!!          .   .   .  0       !
 1969.2!                                    + *!          .   .  0.          !
 1969.3!                                   * +!!          .0  .   .          !
 1969.4!                                 *+   !!          . 0 .   .          !
 1970.1!                                 +  * !!          .   .   .   0      !
 1970.2!                                    + !!          .   0   .          !
 1970.3!                                   +* !!          .   .0  .          !
 1970.4!                                   +* !!          .   . 0 .          !
 1971.1!                                  *+  !!          . 0 .   .          !
 1971.2!                                 *+   !!          .  0.   .          !
 1971.3!                                 + *  !!          .   .  0.          !
 1971.4!                                  + * !!          .   .  0.          !
 1972.1!                                   +* !!          .   . 0 .          !
 1972.2!                                   +  !!          . 0 .   .          !
 1972.3!                                  +   !!          .   0   .          !
 1972.4!                                  +  *!!          .   .   . 0        !
 1973.1!                             *      + !0          .   .   .          !
 1973.2!                             +*       !!          .   .0  .          !
 1973.3!                             +        !!          . 0 .   .          !
 1973.4!                          * +         !!          .0  .   .          !
 1974.1!                          +   *       !!          .   .   .   0      !
 1974.2!                             *+       !!          . 0 .   .          !
 1974.3!                             +*       !!          .   . 0 .          !
 1974.4!                             +        !!          .  0.   .          !
 1975.1!                            +         !!          .   0   .          !
 1975.2!                            +         !!          .   .0  .          !
 1975.3!                            +*        !!          .   . 0 .          !
 1975.4!                            + *       !!          .   .   0          !
 1976.1!                           *  +       !!         0.   .   .          !
 1976.2!                           +          !!          .  0.   .          !
 1976.3!                        * +           !!        0 .   .   .          !
 1976.4!                       +              !!          . 0 .   .          !
 1977.1!                      + *             !!          .   .   0          !
 1977.2!                        +             !!          .   0   .          !
 1977.3!                     * +              !!          0   .   .          !
 1977.4!                     +  *             !!          .   .   . 0        !
 1978.1!                       +*             !!          .   . 0 .          !
 1978.2!                        + *           !!          .   .   . 0        !
 1978.3!                        * +           !!          0   .   .          !
 1978.4!                        +   *         !!          .   .   .     0    !
 1979.1!                           +          !!          .   0   .          !
 1979.2!                          + *         !!          .   .   0          !
 1979.3!                           *+         !!          . 0 .   .          !
 1979.4!                          + *         !!          .   .  0.          !
 1980.1!                         * +          !!        0 .   .   .          !
 1980.2!                       * +            !!          0   .   .          !
 1980.3!                       +*             !!          .   .0  .          !
 1980.4!                        +             !!          .   0   .          !
 1981.1!                    *    +            !!   0      .   .   .          !
 1981.2!                    +   *             !!          .   .   .   0      !
 1981.3!                        +  *          !!          .   .   . 0        !
 1981.4!                           + *        !!          .   .   .0         !
 1982.1!                              +  *    !!          .   .   . 0        !
 1982.2!                             *  +     !!       0  .   .   .          !
 1982.3!                          *  +        !!      0   .   .   .          !
 1982.4!                        * +           !!         0.   .   .          !
 1983.1!                        +   *         !!          .   .   .    0     !
 1983.2!                            *+        !!          .0  .   .          !
 1983.3!                           *+         !!          .0  .   .          !
 1983.4!                            +         !!          .   .0  .          !
 1984.1!                             +  *     !!          .   .   . 0        !
 1984.2!                             *  +     !!        0 .   .   .          !
 1984.3!                              +    *  !!          .   .   .     0    !
 1984.4!                                   +  !!          .   0   .          !
 1985.1!                                   +* !!          .   .0  .          !
 1985.2!                                    + !!          .   0   .          !
 1985.3!                                    + *!          .   .   0          !
 1985.4!                                    * +!          .0  .   .          !
 1986.1!                                 *  + !!        0 .   .   .          !
 1986.2!                                 +*   !!          .   .  0.          !
 1986.3!                                * +   !!          .0  .   .          !
 1986.4!                               *+     !!          . 0 .   .          !
 1987.1!                             *+       !!          . 0 .   .          !
 1987.2!                             +*       !!          .   .0  .          !
 1987.3!                             +*       !!          .   . 0 .          !
 1987.4!                            * +       !!          .0  .   .          !
 1988.1!                         *  +         !!        0 .   .   .          !
 1988.2!                          +    *      !!          .   .   .      0   !
 1988.3!                           *   +      !!      0   .   .   .          !
 1988.4!                           +          !!          .   .0  .          !
 1989.1!                           +          !!          . 0 .   .          !
 1989.2!                           +  *       !!          .   .   . 0        !
 1989.3!                           * +        !!         0.   .   .          !
 1989.4!                          + *         !!          .   .  0.          !
 1990.1!                        *  +          !!        0 .   .   .          !
 1990.2!                        + *           !!          .   .   .0         !
 1990.3!                      *  +            !!       0  .   .   .          !
 1990.4!                      +               !!          .   .0  .          !
 1991.1!                     *+               !!          . 0 .   .          !
 1991.2!                     +                !!          .   .0  .          !
 1991.3!                   * +                !!          0   .   .          !
 1991.4!                   +*                 !!          .   .  0.          !
 1992.1!                    +*                !!          .   . 0 .          !
 1992.2!                   * +                !!         0.   .   .          !
 1992.3!                  +*                  !!          .   .0  .          !
 1992.4!                   +                  !!          .   0   .          !
 1993.1!                    +*                !!          .   . 0 .          !
 1993.2!                     +                !!          .  0.   .          !
 1993.3!                     +                !!          .  0.   .          !
 1993.4!                     + *              !!          .   .  0.          !
 1994.1!                        +             !!          .   . 0 .          !
 1994.2!                     *   +            !!       0  .   .   .          !
 1994.3!                     *+               !!          . 0 .   .          !
 1994.4!                    *+                !!          .0  .   .          !
 1995.1!                     +  *             !!          .   .   .  0       !
 1995.2!                      *  +            !!          0   .   .          !
 1995.3!                      *+              !!          .  0.   .          !
 1995.4!                      *+              !!          . 0 .   .          !
 1996.1!                     *+               !!          . 0 .   .          !
 1996.2!                     +                !!          .   0   .          !
 1996.3!                   * +                !!          0   .   .          !
 1996.4!                   +*                 !!          .   .  0.          !
 1997.1!                    *+                !!          . 0 .   .          !
 1997.2!                   *+                 !!          .0  .   .          !
 1997.3!                   +                  !!          .   0   .          !
 1997.4!                   +                  !!          .   0   .          !
 1998.1!                  *+                  !!          .0  .   .          !
 1998.2!                  +*                  !!          .   . 0 .          !
 1998.3!                  *+                  !!          .  0.   .          !
 1998.4!                  +                   !!          .  0.   .          !
 1999.1!                 *+                   !!          .  0.   .          !
 1999.2!                 + *                  !!          .   .   0          !
 1999.3!                *  +                  !!       0  .   .   .          !
 1999.4!                 +*                   !!          .   .  0.          !
 2000.1!                   + *                !!          .   .   .0         !
 2000.2!                  *   +               !!       0  .   .   .          !
 2000.3!                   +*                 !!          .   .  0.          !
 2000.4!                   * +                !!          0   .   .          !
 2001.1!                   +*                 !!          .   .0  .          !
 2001.2!                   *+                 !!          .0  .   .          !
 2001.3!                  *+                  !!          .0  .   .          !
 2001.4!                  + *                 !!          .   .  0.          !
 2002.1!                  * +                 !!          0   .   .          !
 2002.2!                  +                   !!          .   0   .          !
 2002.3!                 *+                   !!          .0  .   .          !
 2002.4!                 +*                   !!          .   .  0.          !
 2003.1!               *  +                   !!        0 .   .   .          !
 2003.2!              *+                      !!          .0  .   .          !
 2003.3!             *+                       !!          . 0 .   .          !
 2003.4!            *+                        !!          .  0.   .          !
 2004.1!           *+                         !!          . 0 .   .          !
 2004.2!           +*                         !!          .   .  0.          !
 2004.3!           *+                         !!          .  0.   .          !
 2004.4!          *+                          !!          . 0 .   .          !
 2005.1!          +                           !!          .   .0  .          !
 2005.2!          +*                          !!          .   .0  .          !
 2005.3!          *+                          !!          .  0.   .          !
 2005.4!          +                           !!          .  0.   .          !
 2006.1!          +                           !!          .   .0  .          !
 2006.2!        * +                           !!          .0  .   .          !
 2006.3!     *  +                             !!        0 .   .   .          !
 2006.4!     +  *                             !!          .   .   0          !
 2007.1!       +                              !!          .  0.   .          !
 2007.2!      + *                             !!          .   .  0.          !
 2007.3!      *+                              !!          . 0 .   .          !
 2007.4!     *+                               !!          .  0.   .          !
 2008.1!     + *                              !!          .   .   .0         !
 2008.2!   *  +                               !!        0 .   .   .          !
 2008.3!   +                                  !!          .   0   .          !
 2008.4!   +                                  !!          .   .0  .          !
 2009.1!   +                                  !!          .   0   .          !
 2009.2!  +  *                                !!          .   .   .0         !
 2009.3!*   +                                 !!      0   .   .   .          !
 2009.4*+                                     !!          .  0.   .          !
 2010.1+*                                     !!          .   0   .          !
 2010.2!+ *                                   !!          .   .   0          !
 2010.3!* +                                   !!         0.   .   .          !
 2010.4*+                                     !!          . 0 .   .          !
 2011.1!+   *                                 !!          .   .   .     0    !
 2011.2!     + *                              !!          .   .   0          !
 2011.3!     *  +                             !!       0  .   .   .          !
 2011.4!     +                                !!          .  0.   .          !
 2012.1!      +*                              !!          .   .  0.          !
 2012.2!        + *                           !!          .   .  0.          !
 2012.3!       *  +                           !!        0 .   .   .          !
 2012.4!       *+                             !!          .0  .   .          !


     31.91 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEUS=NEPX$/USPMM;                                                      
 GENR LAANEUS=LOG(AANEUS+.00001);                                             
 GENR LANEUS=LOG(ANEUS+.00001);                                               
 LHS AANEUS=EXP(LAANEUS)-.00001;                                              
  EQ    7 LAANEUS C LANEUS(-1) PNEUS;                                         
EQUATION 315  LAANEUS  
   RHS     C  LANEUS(-1)  PNEUS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  315 PLOT=0;END;                                                     

Equation number =  315
**********************

Dependent variable = LAANEUS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.563394227

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.874678685       0.194823713  -4.48959     1.000000
11354 LANEUS  ( -1)       0.790659647       0.044791554  17.65198    -4.565169
11352 PNEUS   (  0)      -0.064892422       0.045252540  -1.43401     1.220794

SE of equation            =     0.102176978
Sum of squared residuals  =  1.93142495      -0.229199770E-09
Average absolute error    =     0.077148219
Sum of ABS residuals      =  14.5038653    
R squared                 =   0.66291
Durbin-Watson statistic   =   2.45335
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!               +  *                   !!           .  . 0.           !
 1966.2!                  +   *               !!           .  .  0           !
 1966.3!                      +  *            !!           .  . 0.           !
 1966.4!                      * +             !!           . 0.  .           !
 1967.1!                     +    *           !!           .  .  0           !
 1967.2!                        *+            !!           . 0.  .           !
 1967.3!                       +  *           !!           .  . 0.           !
 1967.4!                         +*           !!           .  .0 .           !
 1968.1!                         + *          !!           .  .0 .           !
 1968.2!                          +  *        !!           .  . 0.           !
 1968.3!                           +  *       !!           .  . 0.           !
 1968.4!                            +         !!           .  0  .           !
 1969.1!                      *    +          !!           0  .  .           !
 1969.2!                      +  *            !!           .  . 0.           !
 1969.3!                        + *           !!           .  . 0.           !
 1969.4!                          +    *      !!           .  .  .0          !
 1970.1!                              +       !!           .  0  .           !
 1970.2!                            +*        !!           .  .0 .           !
 1970.3!                            +  *      !!           .  .  0           !
 1970.4!                            * +       !!           . 0.  .           !
 1971.1!                           + *        !!           .  .0 .           !
 1971.2!                          * +         !!           .0 .  .           !
 1971.3!                         +   *        !!           .  . 0.           !
 1971.4!                           +   *      !!           .  . 0.           !
 1972.1!                         *   +        !!           .0 .  .           !
 1972.2!                        *+            !!           . 0.  .           !
 1972.3!                       *+             !!           . 0.  .           !
 1972.4!                       +      *       !!           .  .  . 0         !
 1973.1!                            +         !!           .  0  .           !
 1973.2!                           +     *    !!           .  .  . 0         !
 1973.3!                  *            +      !!     0     .  .  .           !
 1973.4!                 *+                   !!           . 0.  .           !
 1974.1!                 +                    *!           .  .  .           0
 1974.2!                                  *+  !!           . 0.  .           !
 1974.3!                               + *    !!           .  . 0.           !
 1974.4!                             *+       !!           . 0.  .           !
 1975.1!                     *     +          !!          0.  .  .           !
 1975.2!                     +                !!           .  0  .           !
 1975.3!                   * +                !!           . 0.  .           !
 1975.4!                    + *               !!           .  . 0.           !
 1976.1!                   *  +               !!           .0 .  .           !
 1976.2!              *    +                  !!          0.  .  .           !
 1976.3!               +   *                  !!           .  .  0           !
 1976.4!                  *+                  !!           . 0.  .           !
 1977.1!                  + *                 !!           .  . 0.           !
 1977.2!                *   +                 !!           0  .  .           !
 1977.3!                +    *                !!           .  .  0           !
 1977.4!            *       +                 !!        0  .  .  .           !
 1978.1!             +  *                     !!           .  . 0.           !
 1978.2!                 +                    !!           .  0  .           !
 1978.3!              *  +                    !!           .0 .  .           !
 1978.4!        *     +                       !!          0.  .  .           !
 1979.1!          +     *                     !!           .  .  .0          !
 1979.2!               * +                    !!           . 0.  .           !
 1979.3!               *+                     !!           . 0.  .           !
 1979.4!         *     +                      !!          0.  .  .           !
 1980.1!           +*                         !!           .  .0 .           !
 1980.2!              +                       !!           .  0  .           !
 1980.3!                +*                    !!           .  .0 .           !
 1980.4!                  +  *                !!           .  . 0.           !
 1981.1!          *           +               !!      0    .  .  .           !
 1981.2!            +    *                    !!           .  .  .0          !
 1981.3!                  + *                 !!           .  .0 .           !
 1981.4!                    +*                !!           .  0  .           !
 1982.1!                  *  +                !!           .0 .  .           !
 1982.2!                  +*                  !!           .  0  .           !
 1982.3!                 *  +                 !!           .0 .  .           !
 1982.4!                  +   *               !!           .  .  0           !
 1983.1!                      +  *            !!           .  . 0.           !
 1983.2!                        +      *      !!           .  .  . 0         !
 1983.3!                          *   +       !!           0  .  .           !
 1983.4!                        *+            !!           . 0.  .           !
 1984.1!                        +     *       !!           .  .  .0          !
 1984.2!                            *+        !!           .  0  .           !
 1984.3!                     *     +          !!          0.  .  .           !
 1984.4!                      +   *           !!           .  .  0           !
 1985.1!                          +   *       !!           .  .  0           !
 1985.2!                           * +        !!           .0 .  .           !
 1985.3!                          +*          !!           .  .0 .           !
 1985.4!                         *+           !!           . 0.  .           !
 1986.1!                       *+             !!           . 0.  .           !
 1986.2!                     * +              !!           .0 .  .           !
 1986.3!                     + *              !!           .  .0 .           !
 1986.4!                       +  *           !!           .  . 0.           !
 1987.1!                      *   +           !!           0  .  .           !
 1987.2!                     *+               !!           . 0.  .           !
 1987.3!                    * +               !!           . 0.  .           !
 1987.4!                     +                !!           .  0  .           !
 1988.1!                    *+                !!           . 0.  .           !
 1988.2!                    *+                !!           .  0  .           !
 1988.3!                     +  *             !!           .  . 0.           !
 1988.4!                       *+             !!           . 0.  .           !
 1989.1!                       +     *        !!           .  .  .0          !
 1989.2!                       *    +         !!           0  .  .           !
 1989.3!                     * +              !!           .0 .  .           !
 1989.4!                     +  *             !!           .  . 0.           !
 1990.1!                      *+              !!           . 0.  .           !
 1990.2!                   *  +               !!           .0 .  .           !
 1990.3!                   +   *              !!           .  . 0.           !
 1990.4!             *        +               !!       0   .  .  .           !
 1991.1!               +    *                 !!           .  .  .0          !
 1991.2!               *     +                !!          0.  .  .           !
 1991.3!                 + *                  !!           .  . 0.           !
 1991.4!                   + *                !!           .  .0 .           !
 1992.1!              *       +               !!        0  .  .  .           !
 1992.2!                +   *                 !!           .  .  0           !
 1992.3!                 *  +                 !!           .0 .  .           !
 1992.4!                 *+                   !!           . 0.  .           !
 1993.1!               *   +                  !!           0  .  .           !
 1993.2!                +                     !!           .  0  .           !
 1993.3!                 + *                  !!           .  .0 .           !
 1993.4!               *    +                 !!           0  .  .           !
 1994.1!                 +    *               !!           .  .  0           !
 1994.2!               *      +               !!         0 .  .  .           !
 1994.3!       *        +                     !!        0  .  .  .           !
 1994.4!      *    +                          !!           0  .  .           !
 1995.1*         +                            !!       0   .  .  .           !
 1995.2!    +         *                       !!           .  .  .   0       !
 1995.3!           *    +                     !!          0.  .  .           !
 1995.4!         *   +                        !!           0  .  .           !
 1996.1!         *  +                         !!           .0 .  .           !
 1996.2!       *    +                         !!          0.  .  .           !
 1996.3!        * +                           !!           .0 .  .           !
 1996.4!        *  +                          !!           .0 .  .           !
 1997.1!           +    *                     !!           .  .  .0          !
 1997.2!              *   +                   !!           0  .  .           !
 1997.3!               *+                     !!           . 0.  .           !
 1997.4!           *     +                    !!          0.  .  .           !
 1998.1!          *   +                       !!           .0 .  .           !
 1998.2!           * +                        !!           .0 .  .           !
 1998.3!             + *                      !!           .  .0 .           !
 1998.4!          *      +                    !!         0 .  .  .           !
 1999.1!             +       *                !!           .  .  . 0         !
 1999.2!                *     +               !!          0.  .  .           !
 1999.3!               *  +                   !!           .0 .  .           !
 1999.4!                 + *                  !!           .  .0 .           !
 2000.1!                    + *               !!           .  . 0.           !
 2000.2!                      *+              !!           . 0.  .           !
 2000.3!                  *    +              !!           0  .  .           !
 2000.4!                    +                 !!           .  0  .           !
 2001.1!                     +*               !!           .  .0 .           !
 2001.2!                       +              !!           .  0  .           !
 2001.3!                   *   +              !!           0  .  .           !
 2001.4!                    + *               !!           .  .0 .           !
 2002.1!                       +   *          !!           .  .  0           !
 2002.2!                           +          !!           .  0  .           !
 2002.3!                       *   +          !!           .0 .  .           !
 2002.4!                        +*            !!           .  .0 .           !
 2003.1!                         +  *         !!           .  . 0.           !
 2003.2!                         * +          !!           .0 .  .           !
 2003.3!                         + *          !!           .  . 0.           !
 2003.4!                        * +           !!           .0 .  .           !
 2004.1!                        +*            !!           .  .0 .           !
 2004.2!                       * +            !!           . 0.  .           !
 2004.3!                        +*            !!           .  .0 .           !
 2004.4!                        *+            !!           .  0  .           !
 2005.1!                        +             !!           .  0  .           !
 2005.2!                        + *           !!           .  .0 .           !
 2005.3!                          +   *       !!           .  .  0           !
 2005.4!                         *   +        !!           .0 .  .           !
 2006.1!                         +  *         !!           .  . 0.           !
 2006.2!                           +  *       !!           .  . 0.           !
 2006.3!                             +        !!           .  0  .           !
 2006.4!                            +  *      !!           .  . 0.           !
 2007.1!                              +*      !!           .  .0 .           !
 2007.2!                              +   *   !!           .  .  0           !
 2007.3!                                +     !!           .  .0 .           !
 2007.4!                              *+      !!           .  0  .           !
 2008.1!                             +        !!           .  0  .           !
 2008.2!                            +  *      !!           .  . 0.           !
 2008.3!                            *+        !!           . 0.  .           !
 2008.4!                            + *       !!           .  . 0.           !
 2009.1!                             +       *!!           .  .  .  0        !
 2009.2!                                   +  !!           .  0  .           !
 2009.3!                                 +*   !!           .  .0 .           !
 2009.4!                             *  +     !!           .0 .  .           !
 2010.1!                            +   *     !!           .  .  0           !
 2010.2!                              *+      !!           .  0  .           !
 2010.3!                             +      * !!           .  .  . 0         !
 2010.4!                              *   +   !!           0  .  .           !
 2011.1!                             +       *!!           .  .  .  0        !
 2011.2!                                  +*  !!           .  .0 .           !
 2011.3!                             *   +    !!           0  .  .           !
 2011.4!                            +    *    !!           .  .  .0          !
 2012.1!                               *+     !!           .  0  .           !
 2012.2!                             *+       !!           . 0.  .           !
 2012.3!                           * +        !!           . 0.  .           !
 2012.4!                          + *         !!           .  .0 .           !


     27.13 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTUS=STPX$/USPMM;                                                      
 GENR LAASTUS=LOG(AASTUS+.00001);                                             
 GENR LASTUS=LOG(ASTUS+.00001);                                               
 LHS AASTUS=EXP(LAASTUS)-.00001;                                              
  EQ    8 LAASTUS C LASTUS(-1) PSTUS;                                         
EQUATION 316  LAASTUS  
   RHS     C  LASTUS(-1)  PSTUS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  316 PLOT=0;END;                                                     

Equation number =  316
**********************

Dependent variable = LAASTUS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.366132212

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.263838846       0.092279037  -2.85914     1.000000
11357 LASTUS  ( -1)       0.925734394       0.028227485  32.79550    -4.362134
11355 PSTUS   (  0)      -0.066743891       0.042692843  -1.56335     0.960629

SE of equation            =     0.058083337
Sum of squared residuals  = 0.624129689      -0.482045515E-10
Average absolute error    =     0.044316607
Sum of ABS residuals      =  8.33152203    
R squared                 =   0.95196
Durbin-Watson statistic   =   2.23263
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                   +  *!          .   .   0          !
 1966.2!                                    + *!          .   .  0.          !
 1966.3!                                    +*!!          .   0   .          !
 1966.4!                                   +  *!          .   .   .0         !
 1967.1!                                     +!!          .   .0  .          !
 1967.2!                                    + *!          .   .   0          !
 1967.3!                                    + !!          . 0 .   .          !
 1967.4!                                  +   !!          .  0.   .          !
 1968.1!                                 +  * !!          .   .   . 0        !
 1968.2!                                *  +  !!          0   .   .          !
 1968.3!                               + *    !!          .   .  0.          !
 1968.4!                                +     !!          .  0.   .          !
 1969.1!                               +*     !!          .   .  0.          !
 1969.2!                               +*     !!          .   . 0 .          !
 1969.3!                               +*     !!          .   .0  .          !
 1969.4!                               +  *   !!          .   .   .0         !
 1970.1!                                *+    !!          . 0 .   .          !
 1970.2!                               +  *   !!          .   .   .  0       !
 1970.3!                                 *+   !!          .  0.   .          !
 1970.4!                               *+     !!          .0  .   .          !
 1971.1!                             *+       !!          .  0.   .          !
 1971.2!                           * +        !!          . 0 .   .          !
 1971.3!                           +          !!          .   .0  .          !
 1971.4!                         * +          !!          . 0 .   .          !
 1972.1!                         +  *         !!          .   .   . 0        !
 1972.2!                          *+          !!          .0  .   .          !
 1972.3!                          +*          !!          .   .  0.          !
 1972.4!                        *  +          !!         0.   .   .          !
 1973.1!                       + *            !!          .   .   0          !
 1973.2!                      *  +            !!         0.   .   .          !
 1973.3!                   * +                !!          0   .   .          !
 1973.4!                  +                   !!          . 0 .   .          !
 1974.1!                 +       *            !!          .   .   .          0
 1974.2!                      *  +            !!         0.   .   .          !
 1974.3!                    * +               !!          .0  .   .          !
 1974.4!                  * +                 !!          0   .   .          !
 1975.1!               * +                    !!          0   .   .          !
 1975.2!               + *                    !!          .   .   0          !
 1975.3!                 +                    !!          .   0   .          !
 1975.4!                 +*                   !!          .   . 0 .          !
 1976.1!                 +                    !!          .  0.   .          !
 1976.2!             *  +                     !!        0 .   .   .          !
 1976.3!           * +                        !!          .0  .   .          !
 1976.4!           + *                        !!          .   .   0          !
 1977.1!         *   +                        !!       0  .   .   .          !
 1977.2!         + *                          !!          .   .   0          !
 1977.3!          *+                          !!          . 0 .   .          !
 1977.4!         +*                           !!          .   .0  .          !
 1978.1!         + *                          !!          .   .   0          !
 1978.2!           +*                         !!          .   .0  .          !
 1978.3!        *  +                          !!         0.   .   .          !
 1978.4!      *+                              !!          . 0 .   .          !
 1979.1!      + *                             !!          .   .   0          !
 1979.2!        +   *                         !!          .   .   .   0      !
 1979.3!           *+                         !!          .  0.   .          !
 1979.4!           +  *                       !!          .   .   .0         !
 1980.1!              +     *                 !!          .   .   .       0  !
 1980.2!                   +     *            !!          .   .   .     0    !
 1980.3!                        +             !!          .  0.   .          !
 1980.4!                      *+              !!          . 0 .   .          !
 1981.1!                    * +               !!          .0  .   .          !
 1981.2!                *   +                 !!      0   .   .   .          !
 1981.3!               *+                     !!          . 0 .   .          !
 1981.4!               +   *                  !!          .   .   .   0      !
 1982.1!                   +*                 !!          .   .  0.          !
 1982.2!                  * +                 !!          .0  .   .          !
 1982.3!                * +                   !!          0   .   .          !
 1982.4!                +                     !!          .  0.   .          !
 1983.1!                +                     !!          .   0   .          !
 1983.2!                +  *                  !!          .   .   .0         !
 1983.3!                *  +                  !!         0.   .   .          !
 1983.4!                +*                    !!          .   .0  .          !
 1984.1!               * +                    !!          0   .   .          !
 1984.2!               +*                     !!          .   . 0 .          !
 1984.3!                +*                    !!          .   . 0 .          !
 1984.4!                 *+                   !!          .  0.   .          !
 1985.1!                  +  *                !!          .   .   .  0       !
 1985.2!                     +                !!          . 0 .   .          !
 1985.3!                   *+                 !!          .0  .   .          !
 1985.4!               *   +                  !!       0  .   .   .          !
 1986.1!               +                      !!          .   0   .          !
 1986.2!               + *                    !!          .   .  0.          !
 1986.3!               * +                    !!          .0  .   .          !
 1986.4!               +                      !!          .   0   .          !
 1987.1!             * +                      !!          .0  .   .          !
 1987.2!             +*                       !!          .   .0  .          !
 1987.3!           *  +                       !!         0.   .   .          !
 1987.4!           +                          !!          .   0   .          !
 1988.1!           +*                         !!          .   .0  .          !
 1988.2!            +                         !!          .   0   .          !
 1988.3!            +*                        !!          .   . 0 .          !
 1988.4!            *+                        !!          . 0 .   .          !
 1989.1!            +   *                     !!          .   .   .   0      !
 1989.2!               *+                     !!          . 0 .   .          !
 1989.3!             * +                      !!          0   .   .          !
 1989.4!            +                         !!          .  0.   .          !
 1990.1!           *+                         !!          .  0.   .          !
 1990.2!        *  +                          !!         0.   .   .          !
 1990.3!        + *                           !!          .   .  0.          !
 1990.4!         +                            !!          .  0.   .          !
 1991.1!         +                            !!          .   0   .          !
 1991.2!         +                            !!          .   .0  .          !
 1991.3!      *  +                            !!       0  .   .   .          !
 1991.4!      +  *                            !!          .   .   . 0        !
 1992.1!         +                            !!          .   0   .          !
 1992.2!         + *                          !!          .   .   0          !
 1992.3!        *  +                          !!        0 .   .   .          !
 1992.4!       *+                             !!          .  0.   .          !
 1993.1!       +*                             !!          .   . 0 .          !
 1993.2!      *  +                            !!         0.   .   .          !
 1993.3!      +                               !!          .  0.   .          !
 1993.4!      +                               !!          .   0   .          !
 1994.1!      +  *                            !!          .   .   . 0        !
 1994.2!   *     +                            !!   0      .   .   .          !
 1994.3!    +                                 !!          .   .0  .          !
 1994.4!  * +                                 !!          0   .   .          !
 1995.1!  *+                                  !!          .   0   .          !
 1995.2!  *+                                  !!          .  0.   .          !
 1995.3!   +                                  !!          .   0   .          !
 1995.4!  *+                                  !!          . 0 .   .          !
 1996.1!  +  *                                !!          .   .   .0         !
 1996.2!   * +                                !!          0   .   .          !
 1996.3! * +                                  !!          .0  .   .          !
 1996.4!  +*                                  !!          .   .  0.          !
 1997.1!    +*                                !!          .   .  0.          !
 1997.2!      +                               !!          .   0   .          !
 1997.3!     *+                               !!          .  0.   .          !
 1997.4!     +  *                             !!          .   .   0          !
 1998.1!    *   +                             !!        0 .   .   .          !
 1998.2!     +*                               !!          .   . 0 .          !
 1998.3!     *+                               !!          .0  .   .          !
 1998.4!    *+                                !!          . 0 .   .          !
 1999.1!    +  *                              !!          .   .   .0         !
 1999.2!       +*                             !!          .   .0  .          !
 1999.3!       *+                             !!          . 0 .   .          !
 1999.4!       +                              !!          .   0   .          !
 2000.1!       + *                            !!          .   .  0.          !
 2000.2!       * +                            !!          0   .   .          !
 2000.3!       *+                             !!          .  0.   .          !
 2000.4!     *  +                             !!         0.   .   .          !
 2001.1!      +*                              !!          .   . 0 .          !
 2001.2!       +*                             !!          .   . 0 .          !
 2001.3! *      +                             !!0         .   .   .          !
 2001.4* +                                    !!          0   .   .          !
 2002.1!+     *                               !!          .   .   .      0   !
 2002.2!      + *                             !!          .   .  0.          !
 2002.3!     *  +                             !!          0   .   .          !
 2002.4!      +                               !!          .   0   .          !
 2003.1!   *  +                               !!         0.   .   .          !
 2003.2!   +                                  !!          .   0   .          !
 2003.3!   +*                                 !!          .   0   .          !
 2003.4!   *+                                 !!          .  0.   .          !
 2004.1!  *+                                  !!          0   .   .          !
 2004.2!* +                                   !!          0   .   .          !
 2004.3!+                                     !!          .  0.   .          !
 2004.4*+                                     !!          . 0 .   .          !
 2005.1!+ *                                   !!          .   .   .0         !
 2005.2! *+                                   !!          .0  .   .          !
 2005.3! +*                                   !!          .   .0  .          !
 2005.4! *+                                   !!          .  0.   .          !
 2006.1!  + *                                 !!          .   .  0.          !
 2006.2!  * +                                 !!          0   .   .          !
 2006.3!  +                                   !!          .  0.   .          !
 2006.4!  +   *                               !!          .   .   .  0       !
 2007.1!  *   +                               !!      0   .   .   .          !
 2007.2! *+                                   !!          .0  .   .          !
 2007.3! +*                                   !!          .   .0  .          !
 2007.4!  +                                   !!          .   0   .          !
 2008.1! *+                                   !!          .  0.   .          !
 2008.2!  +                                   !!          .   .0  .          !
 2008.3!   +*                                 !!          .   .  0.          !
 2008.4!    +                                 !!          .   0   .          !
 2009.1!   +  *                               !!          .   .   .0         !
 2009.2!    * +                               !!          .0  .   .          !
 2009.3!    + *                               !!          .   .  0.          !
 2009.4!     +*                               !!          .   .0  .          !
 2010.1!     +*                               !!          .   .0  .          !
 2010.2!    * +                               !!          . 0 .   .          !
 2010.3!    +                                 !!          .   0   .          !
 2010.4!    +*                                !!          .   . 0 .          !
 2011.1!     +  *                             !!          .   .   . 0        !
 2011.2!       +*                             !!          .   . 0 .          !
 2011.3!     *  +                             !!        0 .   .   .          !
 2011.4!    +*                                !!          .   . 0 .          !
 2012.1!     +     *                          !!          .   .   .     0    !
 2012.2!       *  +                           !!         0.   .   .          !
 2012.3!       +                              !!          .  0.   .          !
 2012.4!      + *                             !!          .   .  0.          !


     28.19 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
@EQ     9 LAAUKUS C LAUKUS(-1) PUKUS;SMPL 1966.1 2012.4;OLS;EST    9 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFIUS=FIPX$/USPMM;                                                      
 GENR LAAFIUS=LOG(AAFIUS+.00001);                                             
 GENR LAFIUS=LOG(AFIUS+.00001);                                               
 LHS AAFIUS=EXP(LAAFIUS)-.00001;                                              
  EQ   10 LAAFIUS C LAFIUS(-1) PFIUS;                                         
EQUATION 317  LAAFIUS  
   RHS     C  LAFIUS(-1)  PFIUS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  317 PLOT=0;END;                                                     

Equation number =  317
**********************

Dependent variable = LAAFIUS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.726203148

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.087856899       0.361606304  -8.53928     1.000000
11360 LAFIUS  ( -1)       0.376799785       0.069384468   5.43061    -5.722217
11358 PFIUS   (  0)      -0.478479225       0.137618798  -3.47684     1.007810

SE of equation            =     0.228812978
Sum of squared residuals  =  9.68574513      -0.112472698E-09
Average absolute error    =     0.175049477
Sum of ABS residuals      =  32.9093017    
R squared                 =   0.27419
Durbin-Watson statistic   =   2.10962
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                   +     *            !!         .    .    0         !
 1966.2!                    +    *            !!         .    .   0.         !
 1966.3!                    +        *        !!         .    .    . 0       !
 1966.4!                     +    *           !!         .    .   0.         !
 1967.1!                    +   *             !!         .    .  0 .         !
 1967.2!                    +*                !!         .    .0   .         !
 1967.3!                   +     *            !!         .    .    0         !
 1967.4!                      +    *          !!         .    .    0         !
 1968.1!                       + *            !!         .    . 0  .         !
 1968.2!                      +*              !!         .    .0   .         !
 1968.3!                     +  *             !!         .    . 0  .         !
 1968.4!                   * +                !!         .  0 .    .         !
 1969.1!                    +       *         !!         .    .    .0        !
 1969.2!                       +   *          !!         .    .  0 .         !
 1969.3!                       + *            !!         .    . 0  .         !
 1969.4!                      + *             !!         .    . 0  .         !
 1970.1!                      +               !!         .    0    .         !
 1970.2!                     +                !!         .    0    .         !
 1970.3!                     + *              !!         .    . 0  .         !
 1970.4!                    * +               !!         .   0.    .         !
 1971.1!                    +*                !!         .    .0   .         !
 1971.2!                 *   +                !!         . 0  .    .         !
 1971.3!                    +                 !!         .    0    .         !
 1971.4!               *     +                !!         0    .    .         !
 1972.1!                   +       *          !!         .    .    . 0       !
 1972.2!                *      +              !!        0.    .    .         !
 1972.3!                   +                  !!         .   0.    .         !
 1972.4!                   *+                 !!         .    0    .         !
 1973.1!                   *+                 !!         .   0.    .         !
 1973.2!               *    +                 !!         .0   .    .         !
 1973.3!             *   +                    !!         . 0  .    .         !
 1973.4!                +*                    !!         .    .0   .         !
 1974.1!                +*                    !!         .    .0   .         !
 1974.2!                  +                   !!         .    0    .         !
 1974.3!             *   +                    !!         . 0  .    .         !
 1974.4!         *    +                       !!         .0   .    .         !
 1975.1!           + *                        !!         .    . 0  .         !
 1975.2! *          +                         !!     0   .    .    .         !
 1975.3*         +                            !!      0  .    .    .         !
 1975.4!        +  *                          !!         .    .  0 .         !
 1976.1!*             +                       !!   0     .    .    .         !
 1976.2!*        +                            !!       0 .    .    .         !
 1976.3!    *   +                             !!         .0   .    .         !
 1976.4!   *     +                            !!         0    .    .         !
 1977.1!        +  *                          !!         .    . 0  .         !
 1977.2!       *   +                          !!         . 0  .    .         !
 1977.3!         +        *                   !!         .    .    . 0       !
 1977.4!          *  +                        !!         . 0  .    .         !
 1978.1!       *    +                         !!         .0   .    .         !
 1978.2!            +                         !!         .    0    .         !
 1978.3!       *     +                        !!         0    .    .         !
 1978.4!       *   +                          !!         . 0  .    .         !
 1979.1!         *+                           !!         .   0.    .         !
 1979.2!            +         *               !!         .    .    .  0      !
 1979.3!                 +*                   !!         .    0    .         !
 1979.4!            *   +                     !!         .0   .    .         !
 1980.1!            * +                       !!         .  0 .    .         !
 1980.2!              *+                      !!         .   0.    .         !
 1980.3!            *   +                     !!         . 0  .    .         !
 1980.4!               + *                    !!         .    . 0  .         !
 1981.1!          *       +                   !!       0 .    .    .         !
 1981.2!            * +                       !!         .   0.    .         !
 1981.3!              +                       !!         .   0.    .         !
 1981.4!               +                      !!         .    0    .         !
 1982.1!       *         +                    !!      0  .    .    .         !
 1982.2!      *      +                        !!        0.    .    .         !
 1982.3!        *    +                        !!         .0   .    .         !
 1982.4!              *+                      !!         .   0.    .         !
 1983.1!             *   +                    !!         . 0  .    .         !
 1983.2!           *     +                    !!         0    .    .         !
 1983.3!            *    +                    !!         .0   .    .         !
 1983.4!                 +                    !!         .    0    .         !
 1984.1!                   +          *       !!         .    .    .    0    !
 1984.2!                       *+             !!         .   0.    .         !
 1984.3!                     +        *       !!         .    .    .  0      !
 1984.4!                        +    *        !!         .    .   0.         !
 1985.1!                      * +             !!         .  0 .    .         !
 1985.2!                     +  *             !!         .    . 0  .         !
 1985.3!                    *+                !!         .   0.    .         !
 1985.4!             *      +                 !!         0    .    .         !
 1986.1!               * +                    !!         .   0.    .         !
 1986.2!             *   +                    !!         . 0  .    .         !
 1986.3!                +*                    !!         .    .0   .         !
 1986.4!              *  +                    !!         . 0  .    .         !
 1987.1!              * +                     !!         .  0 .    .         !
 1987.2!                +                     !!         .    0    .         !
 1987.3!              * +                     !!         .  0 .    .         !
 1987.4!              *+                      !!         .   0.    .         !
 1988.1!         *     +                      !!         0    .    .         !
 1988.2!             +    *                   !!         .    .   0.         !
 1988.3!               * +                    !!         .   0.    .         !
 1988.4!               + *                    !!         .    . 0  .         !
 1989.1!                + *                   !!         .    . 0  .         !
 1989.2!                +                     !!         .    0    .         !
 1989.3!              *+                      !!         .   0.    .         !
 1989.4!              +        *              !!         .    .    .  0      !
 1990.1!                 +     *              !!         .    .    0         !
 1990.2!                +                     !!         .   0.    .         !
 1990.3!          *  +                        !!         .  0 .    .         !
 1990.4!       *   +                          !!         . 0  .    .         !
 1991.1!      *    +                          !!         .0   .    .         !
 1991.2!           +            *             !!         .    .    .    0    !
 1991.3!           *     +                    !!        0.    .    .         !
 1991.4!          *  +                        !!         . 0  .    .         !
 1992.1!        *    +                        !!         .0   .    .         !
 1992.2!        *   +                         !!         .0   .    .         !
 1992.3!           +         *                !!         .    .    .  0      !
 1992.4!            *     +                   !!         0    .    .         !
 1993.1!                +*                    !!         .    0    .         !
 1993.2!                 *+                   !!         .    0    .         !
 1993.3!                  + *                 !!         .    . 0  .         !
 1993.4!                    +         *       !!         .    .    .   0     !
 1994.1!                   *   +              !!         . 0  .    .         !
 1994.2!                 * +                  !!         .  0 .    .         !
 1994.3!                 +         *          !!         .    .    .   0     !
 1994.4!               *    +                 !!         0    .    .         !
 1995.1!               +      *               !!         .    .    .0        !
 1995.2!                 +       *            !!         .    .    .0        !
 1995.3!           *     +                    !!         0    .    .         !
 1995.4!           + *                        !!         .    .0   .         !
 1996.1!             +           *            !!         .    .    .    0    !
 1996.2!                  + *                 !!         .    . 0  .         !
 1996.3!           *    +                     !!         .0   .    .         !
 1996.4!            +           *             !!         .    .    .    0    !
 1997.1!                *  +                  !!         .  0 .    .         !
 1997.2!                +                     !!         .    0    .         !
 1997.3!                +       *             !!         .    .    .0        !
 1997.4!               *  +                   !!         . 0  .    .         !
 1998.1!               +          *           !!         .    .    .  0      !
 1998.2!                *  +                  !!         . 0  .    .         !
 1998.3!            *  +                      !!         .  0 .    .         !
 1998.4!              +      *                !!         .    .    .0        !
 1999.1!                 *+                   !!         .   0.    .         !
 1999.2!                 +  *                 !!         .    . 0  .         !
 1999.3!                  *+                  !!         .    0    .         !
 1999.4!                  +          *        !!         .    .    .  0      !
 2000.1!                *      +              !!        0.    .    .         !
 2000.2!                   +                  !!         .    .0   .         !
 2000.3!                    +                 !!         .    0    .         !
 2000.4!                    +     *           !!         .    .    0         !
 2001.1!                      +               !!         .    0    .         !
 2001.2!                     +         *      !!         .    .    .   0     !
 2001.3!                        +             !!         .    0    .         !
 2001.4!                      +            *  !!         .    .    .     0   !
 2002.1!                       *  +           !!         .  0 .    .         !
 2002.2!                     +      *         !!         .    .    0         !
 2002.3!                      +       *       !!         .    .    .0        !
 2002.4!                      * +             !!         .  0 .    .         !
 2003.1!                   +    *             !!         .    .  0 .         !
 2003.2!                    + *               !!         .    . 0  .         !
 2003.3!                    +    *            !!         .    .   0.         !
 2003.4!                    +  *              !!         .    . 0  .         !
 2004.1!                   +        *         !!         .    .    . 0       !
 2004.2!               *     +                !!         0    .    .         !
 2004.3!                *+                    !!         .   0.    .         !
 2004.4!  *              +                    !!  0      .    .    .         !
 2005.1!           +   *                      !!         .    .  0 .         !
 2005.2!               * +                    !!         .   0.    .         !
 2005.3!                  +                   !!         .    0    .         !
 2005.4!        *          +                  !!     0   .    .    .         !
 2006.1!                + *                   !!         .    . 0  .         !
 2006.2!                   +           *      !!         .    .    .    0    !
 2006.3!                 *      +             !!        0.    .    .         !
 2006.4!          *       +                   !!        0.    .    .         !
 2007.1!               +  *                   !!         .    . 0  .         !
 2007.2!                  +           *       !!         .    .    .   0     !
 2007.3!                  *    +              !!         .0   .    .         !
 2007.4!                * +                   !!         .  0 .    .         !
 2008.1!                 +*                   !!         .    0    .         !
 2008.2!                  +          *        !!         .    .    .  0      !
 2008.3!                     * +              !!         .  0 .    .         !
 2008.4!                    +                 !!         .    0    .         !
 2009.1!                   + *                !!         .    .0   .         !
 2009.2!           *       +                  !!       0 .    .    .         !
 2009.3!                +  *                  !!         .    . 0  .         !
 2009.4!                    +                 *!         .    .    .         0
 2010.1!                 *         +          !!      0  .    .    .         !
 2010.2!       *            +                 !!   0     .    .    .         !
 2010.3!                +    *                !!         .    .    0         !
 2010.4!                     +         *      !!         .    .    .   0     !
 2011.1!                     *   +            !!         . 0  .    .         !
 2011.2!    *                +                !!0        .    .    .         !
 2011.3!              +*                      !!         .    .0   .         !
 2011.4!  *                +                  !!0        .    .    .         !
 2012.1!              +        *              !!         .    .    . 0       !
 2012.2!            *         +               !!      0  .    .    .         !
 2012.3!                  + *                 !!         .    . 0  .         !
 2012.4!     *               +                !! 0       .    .    .         !


     28.19 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASUS=ASPX$/USPMM;                                                      
 GENR LAAASUS=LOG(AAASUS+.00001);                                             
 GENR LAASUS=LOG(AASUS+.00001);                                               
 LHS AAASUS=EXP(LAAASUS)-.00001;                                              
  EQ   11 LAAASUS C LAASUS(-1) PASUS;                                         
EQUATION 318  LAAASUS  
   RHS     C  LAASUS(-1)  PASUS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  318 PLOT=0;END;                                                     

Equation number =  318
**********************

Dependent variable = LAAASUS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.820694080

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.596988049       0.193222343  -3.08964     1.000000
11363 LAASUS  ( -1)       0.876354525       0.037689642  23.25187    -4.814404
11361 PASUS   (  0)      -0.003895172       0.059461711  -0.06551     1.176147

SE of equation            =     0.226036729
Sum of squared residuals  =  9.45213154      -0.559552404E-12
Average absolute error    =     0.185175473
Sum of ABS residuals      =  34.8129890    
R squared                 =   0.74526
Durbin-Watson statistic   =   2.90463
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                       +     *        !!        .     .     . 0      !
 1966.2!                            +   *     !!        .     .     0        !
 1966.3!                               +*     !!        .     . 0   .        !
 1966.4!                        *     +       !!      0 .     .     .        !
 1967.1!                        +     *       !!        .     .     . 0      !
 1967.2!                             + *      !!        .     .  0  .        !
 1967.3!                              + *     !!        .     . 0   .        !
 1967.4!                              +       !!        .     0     .        !
 1968.1!                             + *      !!        .     . 0   .        !
 1968.2!                             +  *     !!        .     .  0  .        !
 1968.3!                              +  *    !!        .     .   0 .        !
 1968.4!                            *   +     !!        .0    .     .        !
 1969.1!                           +   *      !!        .     .    0.        !
 1969.2!                             +    *   !!        .     .     0        !
 1969.3!                                +    *!!        .     .     .0       !
 1969.4!                           *       +  !!   0    .     .     .        !
 1970.1!                          +          *!!        .     .     .        0
 1970.2!                                *  +  !!        . 0   .     .        !
 1970.3!                               +    * !!        .     .     .0       !
 1970.4!                            *     +   !!      0 .     .     .        !
 1971.1!                           +  *       !!        .     .  0  .        !
 1971.2!                            +     *   !!        .     .     .0       !
 1971.3!                                +     *!        .     .     . 0      !
 1971.4!                           *        + !!  0     .     .     .        !
 1972.1!                          +       *   !!        .     .     .    0   !
 1972.2!                                 +    !!        .     .0    .        !
 1972.3!                                +    *!!        .     .     .0       !
 1972.4!                           *       +  !!    0   .     .     .        !
 1973.1!                           + *        !!        .     .  0  .        !
 1973.2!                            +*        !!        .     . 0   .        !
 1973.3!                            +         !!        .     0     .        !
 1973.4!                           +          !!        .    0.     .        !
 1974.1!                          +           !!        .     .0    .        !
 1974.2!                      *   +           !!        . 0   .     .        !
 1974.3!                      +    *          !!        .     .     .0       !
 1974.4!                       *  +           !!        . 0   .     .        !
 1975.1!                       +      *       !!        .     .     .   0    !
 1975.2!                             +   *    !!        .     .     0        !
 1975.3!                                + *   !!        .     .  0  .        !
 1975.4!                       *        +     !!  0     .     .     .        !
 1976.1!                       +    *         !!        .     .     .0       !
 1976.2!                          *+          !!        .    0.     .        !
 1976.3!                          +*          !!        .     . 0   .        !
 1976.4!                    *      +          !!     0  .     .     .        !
 1977.1!                    +  *              !!        .     .   0 .        !
 1977.2!                     * +              !!        .  0  .     .        !
 1977.3!                     +  *             !!        .     .   0 .        !
 1977.4!                    *   +             !!        . 0   .     .        !
 1978.1!                    +     *           !!        .     .     .0       !
 1978.2!                         +*           !!        .     . 0   .        !
 1978.3!                         *+           !!        .    0.     .        !
 1978.4!                      * +             !!        .  0  .     .        !
 1979.1!                      +        *      !!        .     .     .      0 !
 1979.2!                              +*      !!        .     .0    .        !
 1979.3!                            *+        !!        .   0 .     .        !
 1979.4!                           +          !!        .     0     .        !
 1980.1!                          +     *     !!        .     .     .  0     !
 1980.2!                               +      !!        .     .0    .        !
 1980.3!                              +    *  !!        .     .     0        !
 1980.4!                              *  +    !!        . 0   .     .        !
 1981.1!                         *   +        !!        .0    .     .        !
 1981.2!                        + *           !!        .     .  0  .        !
 1981.3!                         +    *       !!        .     .     0        !
 1981.4!                      *      +        !!      0 .     .     .        !
 1982.1!                      +    *          !!        .     .     0        !
 1982.2!                          +           !!        .     0     .        !
 1982.3!                          +    *      !!        .     .     .0       !
 1982.4!                      *       +       !!   0    .     .     .        !
 1983.1!                     +  *             !!        .     .  0  .        !
 1983.2!                       + *            !!        .     . 0   .        !
 1983.3!                        +  *          !!        .     .   0 .        !
 1983.4!                    *     +           !!     0  .     .     .        !
 1984.1!                    +  *              !!        .     .   0 .        !
 1984.2!                       +  *           !!        .     .   0 .        !
 1984.3!                         + *          !!        .     .  0  .        !
 1984.4!                    *     +           !!     0  .     .     .        !
 1985.1!                    +  *              !!        .     .   0 .        !
 1985.2!                       +*             !!        .     . 0   .        !
 1985.3!                        +*            !!        .     . 0   .        !
 1985.4!                  *     +             !!     0  .     .     .        !
 1986.1!                  +     *             !!        .     .     . 0      !
 1986.2!                    *   +             !!        .0    .     .        !
 1986.3!                    +    *            !!        .     .     0        !
 1986.4!                        +             !!        .    0.     .        !
 1987.1!                       +    *         !!        .     .     0        !
 1987.2!                          *+          !!        .    0.     .        !
 1987.3!                         + *          !!        .     . 0   .        !
 1987.4!                     *    +           !!       0.     .     .        !
 1988.1!                     +     *          !!        .     .     . 0      !
 1988.2!                         * +          !!        .   0 .     .        !
 1988.3!                         +            !!        .     0     .        !
 1988.4!                *       +             !!    0   .     .     .        !
 1989.1!                 +     *              !!        .     .     . 0      !
 1989.2!                       +*             !!        .     .0    .        !
 1989.3!                       +  *           !!        .     .   0 .        !
 1989.4!                      *  +            !!        . 0   .     .        !
 1990.1!                      +               !!        .     .0    .        !
 1990.2!                      +*              !!        .     .0    .        !
 1990.3!                       +     *        !!        .     .     . 0      !
 1990.4!                      *     +         !!      0 .     .     .        !
 1991.1!                      +  *            !!        .     .   0 .        !
 1991.2!                         +*           !!        .     . 0   .        !
 1991.3!                          + *         !!        .     .   0 .        !
 1991.4!                     *     +          !!      0 .     .     .        !
 1992.1!                     +   *            !!        .     .    0.        !
 1992.2!                       * +            !!        .  0  .     .        !
 1992.3!                      +  *            !!        .     .  0  .        !
 1992.4!                  *     +             !!      0 .     .     .        !
 1993.1!                  + *                 !!        .     . 0   .        !
 1993.2!                   *+                 !!        .    0.     .        !
 1993.3!                   +    *             !!        .     .     0        !
 1993.4!                *      +              !!    0   .     .     .        !
 1994.1!                 +*                   !!        .     .  0  .        !
 1994.2!                 * +                  !!        .   0 .     .        !
 1994.3!                  +                   !!        .     .0    .        !
 1994.4!           *      +                   !!    0   .     .     .        !
 1995.1!            +   *                     !!        .     .    0.        !
 1995.2!              * +                     !!        .  0  .     .        !
 1995.3!               +*                     !!        .     .0    .        !
 1995.4!           *     +                    !!      0 .     .     .        !
 1996.1!            +  *                      !!        .     .   0 .        !
 1996.2!               *+                     !!        .    0.     .        !
 1996.3!               +  *                   !!        .     .  0  .        !
 1996.4!              *   +                   !!        .0    .     .        !
 1997.1!               + *                    !!        .     .  0  .        !
 1997.2!                 +*                   !!        .     .0    .        !
 1997.3!                  +  *                !!        .     .  0  .        !
 1997.4!             *       +                !!     0  .     .     .        !
 1998.1!              +      *                !!        .     .     .  0     !
 1998.2!                     +                !!        .     0     .        !
 1998.3!                     +*               !!        .     . 0   .        !
 1998.4!               *      +               !!     0  .     .     .        !
 1999.1!                +  *                  !!        .     .   0 .        !
 1999.2!                   +*                 !!        .     .0    .        !
 1999.3!                    +  *              !!        .     .   0 .        !
 1999.4!                *     +               !!     0  .     .     .        !
 2000.1!                +  *                  !!        .     .   0 .        !
 2000.2!                   +                  !!        .    0.     .        !
 2000.3!                   + *                !!        .     .  0  .        !
 2000.4!               *     +                !!     0  .     .     .        !
 2001.1!                + *                   !!        .     .  0  .        !
 2001.2!                  +*                  !!        .     .0    .        !
 2001.3!                   +   *              !!        .     .    0.        !
 2001.4!                *      +              !!     0  .     .     .        !
 2002.1!                +   *                 !!        .     .    0.        !
 2002.2!                   *+                 !!        .   0 .     .        !
 2002.3!                   + *                !!        .     . 0   .        !
 2002.4!               *     +                !!      0 .     .     .        !
 2003.1!               + *                    !!        .     .  0  .        !
 2003.2!                * +                   !!        .   0 .     .        !
 2003.3!                 + *                  !!        .     .   0 .        !
 2003.4!             *      +                 !!      0 .     .     .        !
 2004.1!              + *                     !!        .     .  0  .        !
 2004.2!                *+                    !!        .    0.     .        !
 2004.3!                *+                    !!        .    0.     .        !
 2004.4!          *     +                     !!      0 .     .     .        !
 2005.1!            +*                        !!        .     . 0   .        !
 2005.2!            * +                       !!        .   0 .     .        !
 2005.3!           * +                        !!        .   0 .     .        !
 2005.4!      *      +                        !!     0  .     .     .        !
 2006.1!       +  *                           !!        .     .  0  .        !
 2006.2!         * +                          !!        .  0  .     .        !
 2006.3!          +                           !!        .     0     .        !
 2006.4!    *       +                         !!    0   .     .     .        !
 2007.1!      +  *                            !!        .     .   0 .        !
 2007.2!        * +                           !!        . 0   .     .        !
 2007.3!         + *                          !!        .     .  0  .        !
 2007.4!      *     +                         !!     0  .     .     .        !
 2008.1!        + *                           !!        .     .   0 .        !
 2008.2!        *   +                         !!        .0    .     .        !
 2008.3!          +*                          !!        .     .0    .        !
 2008.4!   *        +                         !!   0    .     .     .        !
 2009.1!     +   *                            !!        .     .    0.        !
 2009.2!        *  +                          !!        . 0   .     .        !
 2009.3!         +    *                       !!        .     .     0        !
 2009.4!     *         +                      !! 0      .     .     .        !
 2010.1!       +   *                          !!        .     .    0.        !
 2010.2!      *     +                         !!      0 .     .     .        !
 2010.3!     *  +                             !!        . 0   .     .        !
 2010.4*      +                               !!    0   .     .     .        !
 2011.1!  +  *                                !!        .     .    0.        !
 2011.2!   *   +                              !!        .0    .     .        !
 2011.3!     +                                !!        .     0     .        !
 2011.4*       +                              !!   0    .     .     .        !
 2012.1!  +*                                  !!        .     . 0   .        !
 2012.2!   * +                                !!        .  0  .     .        !
 2012.3!     +                                !!        .    0.     .        !
 2012.4! *     +                              !!      0 .     .     .        !


     34.57 percent of the residuals exceed 1 SE
      2.66 percent of the residuals exceed 2 SE
@EQ    12 LAASOUS C LASOUS(-1) PSOUS;SMPL 1966.1 2012.4;OLS;EST   12 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOUS=KOPX$/USPMM;                                                      
 GENR LAAKOUS=LOG(AAKOUS+.00001);                                             
 GENR LAKOUS=LOG(AKOUS+.00001);                                               
 LHS AAKOUS=EXP(LAAKOUS)-.00001;                                              
  EQ   13 LAAKOUS C LAKOUS(-1) PKOUS;                                         
EQUATION 319  LAAKOUS  
   RHS     C  LAKOUS(-1)  PKOUS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  319 PLOT=0;END;                                                     

Equation number =  319
**********************

Dependent variable = LAAKOUS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.068286910

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.158881369       0.037865953  -4.19589     1.000000
11366 LAKOUS  ( -1)       0.932719375       0.015762061  59.17496    -4.086205
11364 PKOUS   (  0)      -0.056592069       0.020685766  -2.73580     1.733859

SE of equation            =     0.082946861
Sum of squared residuals  =  1.27283363       0.579136739E-11
Average absolute error    =     0.062073610
Sum of ABS residuals      =  11.6698387    
R squared                 =   0.98860
Durbin-Watson statistic   =   1.87458
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*+                                     !!          .0  .   .          !
 1966.2!+                                     !!          . 0 .   .          !
 1966.3!*+                                    !!          0   .   .          !
 1966.4! +                                    !!          . 0 .   .          !
 1967.1! *+                                   !!          . 0 .   .          !
 1967.2!  +                                   !!          .   .0  .          !
 1967.3!    +                                 !!          .   .  0.          !
 1967.4!     +                                !!          .   0   .          !
 1968.1!      +                               !!          .  0.   .          !
 1968.2!       +                              !!          .   0   .          !
 1968.3!        +                             !!          .   0   .          !
 1968.4!         +                            !!          .   0   .          !
 1969.1!         +                            !!          .   .0  .          !
 1969.2!         *+                           !!          0   .   .          !
 1969.3!          +                           !!          .  0.   .          !
 1969.4!          +                           !!          .  0.   .          !
 1970.1!           +                          !!          .   0   .          !
 1970.2!           *+                         !!          .  0.   .          !
 1970.3!            +                         !!          .  0.   .          !
 1970.4!            *+                        !!          .  0.   .          !
 1971.1!             +                        !!          .  0.   .          !
 1971.2!             +                        !!          .   0   .          !
 1971.3!              +                       !!          .   0   .          !
 1971.4!              +*                      !!          .   .   0          !
 1972.1!                +                     !!          .   0   .          !
 1972.2!                +*                    !!          .   . 0 .          !
 1972.3!                 +*                   !!          .   .0  .          !
 1972.4!                 *+                   !!          .0  .   .          !
 1973.1!                  +*                  !!          .   .   .0         !
 1973.2!                  * +                 !!       0  .   .   .          !
 1973.3!                * +                   !!     0    .   .   .          !
 1973.4!                +*                    !!          .   .0  .          !
 1974.1!                 +   *                !!          .   .   .          0
 1974.2!                      +               !!          .   .  0.          !
 1974.3!                       +              !!          .   .0  .          !
 1974.4!                     * +              !!     0    .   .   .          !
 1975.1!                     *+               !!          .0  .   .          !
 1975.2!                     + *              !!          .   .   0          !
 1975.3!                       +*             !!          .   .   .0         !
 1975.4!                        + *           !!          .   .   .0         !
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 1976.2!                         *+           !!          .0  .   .          !
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 1976.4!                        *+            !!          . 0 .   .          !
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 1977.2!                        +*            !!          .   .0  .          !
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 1978.1!                          +*          !!          .   .  0.          !
 1978.2!                         *+           !!         0.   .   .          !
 1978.3!                        *+            !!          0   .   .          !
 1978.4!                        + *           !!          .   .   .   0      !
 1979.1!                         *+           !!          .0  .   .          !
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 1979.3!                         *+           !!          . 0 .   .          !
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 1980.1!                          +*          !!          .   .  0.          !
 1980.2!                           +          !!          .  0.   .          !
 1980.3!                           +*         !!          .   .  0.          !
 1980.4!                            +         !!          .   .0  .          !
 1981.1!                          * +         !!      0   .   .   .          !
 1981.2!                          +*          !!          .   .0  .          !
 1981.3!                          *+          !!          .  0.   .          !
 1981.4!                           +*         !!          .   .   .0         !
 1982.1!                            +         !!          .   . 0 .          !
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 1982.3!                             +        !!          .   0   .          !
 1982.4!                             +*       !!          .   .   .0         !
 1983.1!                              +*      !!          .   .   .0         !
 1983.2!                               +      !!          .   .0  .          !
 1983.3!                              *+      !!          0   .   .          !
 1983.4!                              +*      !!          .   .   0          !
 1984.1!                               +      !!          .   0   .          !
 1984.2!                               +      !!          .   .0  .          !
 1984.3!                               +      !!          . 0 .   .          !
 1984.4!                              +       !!          .   0   .          !
 1985.1!                              +       !!          .0  .   .          !
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 1985.4!                               +*     !!          .   .  0.          !
 1986.1!                                +     !!          .   . 0 .          !
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 1986.3!                                +*    !!          .   .   .0         !
 1986.4!                                 + *  !!          .   .   .0         !
 1987.1!                                  +   !!          .  0.   .          !
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 1989.1!                                 *+   !!        0 .   .   .          !
 1989.2!                                *+    !!          . 0 .   .          !
 1989.3!                                +     !!          .   .0  .          !
 1989.4!                                +     !!          .   . 0 .          !
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 1990.2!                               +      !!          .   . 0 .          !
 1990.3!                               +*     !!          .   .   .0         !
 1990.4!                                +     !!          .   .0  .          !
 1991.1!                               *+     !!          0   .   .          !
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 1991.3!                              *+      !!        0 .   .   .          !
 1991.4!                              +*      !!          .   .   .  0       !
 1992.1!                               +      !!          .   0   .          !
 1992.2!                              *+      !!        0 .   .   .          !
 1992.3!                              +       !!          .   .0  .          !
 1992.4!                             *+       !!          . 0 .   .          !
 1993.1!                             +*       !!          .   . 0 .          !
 1993.2!                             *+       !!         0.   .   .          !
 1993.3!                            *+        !!          . 0 .   .          !
 1993.4!                            +         !!          .   0   .          !
 1994.1!                            +*        !!          .   .  0.          !
 1994.2!                            *+        !!         0.   .   .          !
 1994.3!                            +*        !!          .   .  0.          !
 1994.4!                             +        !!          .   0   .          !
 1995.1!                             +        !!          .   0   .          !
 1995.2!                             +        !!          .  0.   .          !
 1995.3!                             +*       !!          .   .   .0         !
 1995.4!                              +*      !!          .   . 0 .          !
 1996.1!                              *+      !!          .0  .   .          !
 1996.2!                            * +       !!        0 .   .   .          !
 1996.3!                           *+         !!         0.   .   .          !
 1996.4!                            +*        !!          .   .   0          !
 1997.1!                            *+        !!          0   .   .          !
 1997.2!                            +         !!          .   0   .          !
 1997.3!                            +         !!          .   0   .          !
 1997.4!                             +   *    !!          .   .   .          0
 1998.1!                                 +  * !!          .   .   .      0   !
 1998.2!                                  * + !!       0  .   .   .          !
 1998.3!                                 *+   !!         0.   .   .          !
 1998.4!                                 +    !!          .  0.   .          !
 1999.1!                               * +    !!     0    .   .   .          !
 1999.2!                               +      !!          .  0.   .          !
 1999.3!                               +      !!          .   . 0 .          !
 1999.4!                                +     !!          .   . 0 .          !
 2000.1!                               *+     !!          0   .   .          !
 2000.2!                               +*     !!          .   . 0 .          !
 2000.3!                                +     !!          .   0   .          !
 2000.4!                                +*    !!          .   .   0          !
 2001.1!                                *+    !!          .0  .   .          !
 2001.2!                               *+     !!          0   .   .          !
 2001.3!                               *+     !!          .   0   .          !
 2001.4!                                +*    !!          .   .   .0         !
 2002.1!                                 +    !!          .   0   .          !
 2002.2!                                 +    !!          . 0 .   .          !
 2002.3!                                *+    !!          .0  .   .          !
 2002.4!                                 +    !!          .   . 0 .          !
 2003.1!                                 +    !!          . 0 .   .          !
 2003.2!                                 +    !!          .   0   .          !
 2003.3!                                 +    !!          .0  .   .          !
 2003.4!                                 +*   !!          .   .  0.          !
 2004.1!                                  +   !!          .   0   .          !
 2004.2!                                  +   !!          .   .0  .          !
 2004.3!                                  +   !!          . 0 .   .          !
 2004.4!                                 *+   !!          .0  .   .          !
 2005.1!                                 +    !!          .   .0  .          !
 2005.2!                                 *+   !!          0   .   .          !
 2005.3!                                *+    !!          .0  .   .          !
 2005.4!                                +     !!          .   .0  .          !
 2006.1!                                 +    !!          .   .0  .          !
 2006.2!                                 +    !!          . 0 .   .          !
 2006.3!                                *+    !!          . 0 .   .          !
 2006.4!                                *+    !!          .  0.   .          !
 2007.1!                                 +*   !!          .   .   .0         !
 2007.2!                                  +   !!          . 0 .   .          !
 2007.3!                                 *+   !!          0   .   .          !
 2007.4!                                 +    !!          .  0.   .          !
 2008.1!                                 +    !!          .   0   .          !
 2008.2!                                 *+   !!          . 0 .   .          !
 2008.3!                                 +    !!          .  0.   .          !
 2008.4!                                 + *  !!          .   .   .0         !
 2009.1!                                   +* !!          .   .  0.          !
 2009.2!                                   *+ !!          .0  .   .          !
 2009.3!                                   +  !!          .0  .   .          !
 2009.4!                                  *+  !!          . 0 .   .          !
 2010.1!                                   +  !!          .   . 0 .          !
 2010.2!                                   +* !!          .   . 0 .          !
 2010.3!                                    + !!          .  0.   .          !
 2010.4!                                    +*!!          .   .   0          !
 2011.1!                                    *+!!         0.   .   .          !
 2011.2!                                    +*!!          .   . 0 .          !
 2011.3!                                    *+!!          .0  .   .          !
 2011.4!                                    +*!!          .   .  0.          !
 2012.1!                                     +*!          .   . 0 .          !
 2012.2!                                    * +!        0 .   .   .          !
 2012.3!                                    *+!!          .  0.   .          !
 2012.4!                                     +!!          .   . 0 .          !


     28.19 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEUS=BEPX$Q/USPMM;                                                     
 GENR LAABEUS=LOG(AABEUS+.00001);                                             
 GENR LABEUS=LOG(ABEUS+.00001);                                               
 LHS AABEUS=EXP(LAABEUS)-.00001;                                              
  EQ   14 LAABEUS C LABEUS(-1) PBEUS;                                         
EQUATION 320  LAABEUS  
   RHS     C  LABEUS(-1)  PBEUS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  320 PLOT=0;END;                                                     

Equation number =  320
**********************

Dependent variable = LAABEUS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.265172990

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.324662530       0.129651512  -2.50412     1.000000
11369 LABEUS  ( -1)       0.907495262       0.028227453  32.14939    -4.259529
11367 PBEUS   (  0)      -0.072617704       0.062987860  -1.15288     1.032912

SE of equation            =     0.111408530
Sum of squared residuals  =  2.29619421       0.117785781E-10
Average absolute error    =     0.087937921
Sum of ABS residuals      =  16.5323292    
R squared                 =   0.85147
Durbin-Watson statistic   =   2.53490
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                               * +    !!         . 0  .    .         !
 1966.2!                             +     *  !!         .    .    .  0      !
 1966.3!                              * +     !!         .0   .    .         !
 1966.4!                            +    *    !!         .    .    . 0       !
 1967.1!                              *+      !!         .   0.    .         !
 1967.2!                            + *       !!         .    .  0 .         !
 1967.3!                             +        !!         .    0    .         !
 1967.4!                           +       *  !!         .    .    .     0   !
 1968.1!                                 +    *!         .    .    . 0       !
 1968.2!                                *   + !!         0    .    .         !
 1968.3!                               +  *   !!         .    .    0         !
 1968.4!                                +*    !!         .    0    .         !
 1969.1!                         *     +      !!      0  .    .    .         !
 1969.2!                        +       *     !!         .    .    .     0   !
 1969.3!                             *+       !!         .   0.    .         !
 1969.4!                           *+         !!         .   0.    .         !
 1970.1!                          +           !!         .    .0   .         !
 1970.2!                     *   +            !!        0.    .    .         !
 1970.3!                    +    *            !!         .    .    .0        !
 1970.4!                        +     *       !!         .    .    .   0     !
 1971.1!                             +        !!         .    0    .         !
 1971.2!                           + *        !!         .    . 0  .         !
 1971.3!                            +   *     !!         .    .    .0        !
 1971.4!                    *         +       !0         .    .    .         !
 1972.1!                   +   *              !!         .    .    .0        !
 1972.2!                      +               !!         .    0    .         !
 1972.3!                     +     *          !!         .    .    .   0     !
 1972.4!                          +     *     !!         .    .    .   0     !
 1973.1!                           *   +      !!        0.    .    .         !
 1973.2!                       * +            !!         . 0  .    .         !
 1973.3!                      + *             !!         .    .  0 .         !
 1973.4!                    *  +              !!         . 0  .    .         !
 1974.1!                   +       *          !!         .    .    .    0    !
 1974.2!                         +    *       !!         .    .    .0        !
 1974.3!                          * +         !!         . 0  .    .         !
 1974.4!                        *+            !!         .  0 .    .         !
 1975.1!                   *  +               !!         .0   .    .         !
 1975.2!                  +*                  !!         .    0    .         !
 1975.3!            *     +                   !!     0   .    .    .         !
 1975.4!            +       *                 !!         .    .    .     0   !
 1976.1!             *     +                  !!     0   .    .    .         !
 1976.2!         *  +                         !!         0    .    .         !
 1976.3!         +*                           !!         .    . 0  .         !
 1976.4!        * +                           !!         .  0 .    .         !
 1977.1!        +  *                          !!         .    .   0.         !
 1977.2!          +                           !!         .   0.    .         !
 1977.3!         +   *                        !!         .    .    0         !
 1977.4!       *    +                         !!       0 .    .    .         !
 1978.1!       +    *                         !!         .    .    . 0       !
 1978.2!       *    +                         !!       0 .    .    .         !
 1978.3!       +   *                          !!         .    .    . 0       !
 1978.4!    *      +                          !!    0    .    .    .         !
 1979.1!    + *                               !!         .    .  0 .         !
 1979.2!      +     *                         !!         .    .    .  0      !
 1979.3!           + *                        !!         .    . 0  .         !
 1979.4!          * +                         !!         . 0  .    .         !
 1980.1!          +       *                   !!         .    .    .     0   !
 1980.2!            *     +                   !!      0  .    .    .         !
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 1980.4!           +*                         !!         .    . 0  .         !
 1981.1!       *    +                         !!      0  .    .    .         !
 1981.2!        +   *                         !!         .    .    .0        !
 1981.3!            +  *                      !!         .    .   0.         !
 1981.4!               + *                    !!         .    . 0  .         !
 1982.1!             *   +                    !!         0    .    .         !
 1982.2!              +                       !!         .    .0   .         !
 1982.3!              +   *                   !!         .    .    .0        !
 1982.4!                  +*                  !!         .    .0   .         !
 1983.1!                   +*                 !!         .    . 0  .         !
 1983.2!                  * +                 !!         . 0  .    .         !
 1983.3!                  +                   !!         .    .0   .         !
 1983.4!                 *+                   !!         .  0 .    .         !
 1984.1!                 +                    !!         .    0    .         !
 1984.2!                 + *                  !!         .    .  0 .         !
 1984.3!                 * +                  !!         . 0  .    .         !
 1984.4!                 +                    !!         .   0.    .         !
 1985.1!                 + *                  !!         .    .  0 .         !
 1985.2!                   +*                 !!         .    .0   .         !
 1985.3!                *   +                 !!         0    .    .         !
 1985.4!               *+                     !!         .  0 .    .         !
 1986.1!            *  +                      !!         0    .    .         !
 1986.2!            +                         !!         .    0    .         !
 1986.3!           *+                         !!         .   0.    .         !
 1986.4!            +  *                      !!         .    .    0         !
 1987.1!          *    +                      !!       0 .    .    .         !
 1987.2!           +*                         !!         .    . 0  .         !
 1987.3!             + *                      !!         .    .  0 .         !
 1987.4!              +*                      !!         .    .0   .         !
 1988.1!            *  +                      !!         .0   .    .         !
 1988.2!            *+                        !!         .   0.    .         !
 1988.3!            + *                       !!         .    . 0  .         !
 1988.4!          *   +                       !!        0.    .    .         !
 1989.1!          +  *                        !!         .    .   0.         !
 1989.2!            *+                        !!         .   0.    .         !
 1989.3!            +*                        !!         .    0    .         !
 1989.4!        *    +                        !!        0.    .    .         !
 1990.1!         +                            !!         .    0    .         !
 1990.2!       * +                            !!         .0   .    .         !
 1990.3!       + *                            !!         .    .  0 .         !
 1990.4!     *   +                            !!        0.    .    .         !
 1991.1!    * +                               !!         .  0 .    .         !
 1991.2!    *+                                !!         .   0.    .         !
 1991.3!   * +                                !!         . 0  .    .         !
 1991.4!   *+                                 !!         .   0.    .         !
 1992.1!*   +                                 !!        0.    .    .         !
 1992.2! + *                                  !!         .    . 0  .         !
 1992.3!   +                                  !!         .   0.    .         !
 1992.4!  *+                                  !!         .   0.    .         !
 1993.1!  *+                                  !!         .  0 .    .         !
 1993.2!  *+                                  !!         .   0.    .         !
 1993.3!   +  *                               !!         .    .   0.         !
 1993.4!       +*                             !!         .    .0   .         !
 1994.1!        + *                           !!         .    .  0 .         !
 1994.2!       *   +                          !!         0    .    .         !
 1994.3!   *   +                              !!        0.    .    .         !
 1994.4!  * +                                 !!         . 0  .    .         !
 1995.1! * +                                  !!         . 0  .    .         !
 1995.2* +                                    !!         .0   .    .         !
 1995.3*+                                     !!         .  0 .    .         !
 1995.4!+                                     !!         .   0.    .         !
 1996.1! +*                                   !!         .    .0   .         !
 1996.2!   +                                  !!         .    0    .         !
 1996.3!   *+                                 !!         .    0    .         !
 1996.4!   *+                                 !!         .  0 .    .         !
 1997.1!    +  *                              !!         .    .   0.         !
 1997.2!      * +                             !!         .  0 .    .         !
 1997.3!       +  *                           !!         .    .    0         !
 1997.4!          *+                          !!         .   0.    .         !
 1998.1!         *+                           !!         .  0 .    .         !
 1998.2!         *+                           !!         .   0.    .         !
 1998.3!         +*                           !!         .    .0   .         !
 1998.4!      *   +                           !!        0.    .    .         !
 1999.1!       +*                             !!         .    .0   .         !
 1999.2!        +                             !!         .   0.    .         !
 1999.3!        *+                            !!         .    0    .         !
 1999.4!       * +                            !!         .0   .    .         !
 2000.1!        +  *                          !!         .    .   0.         !
 2000.2!        *  +                          !!         0    .    .         !
 2000.3!        +    *                        !!         .    .    . 0       !
 2000.4!           *  +                       !!         . 0  .    .         !
 2001.1!          * +                         !!         .  0 .    .         !
 2001.2!          *+                          !!         .   0.    .         !
 2001.3!        *  +                          !!         .0   .    .         !
 2001.4!         +    *                       !!         .    .    . 0       !
 2002.1!              +      *                !!         .    .    .    0    !
 2002.2!                     + *              !!         .    .  0 .         !
 2002.3!                     *+               !!         .  0 .    .         !
 2002.4!                    +     *           !!         .    .    . 0       !
 2003.1!                    *    +            !!        0.    .    .         !
 2003.2!                *   +                 !!         0    .    .         !
 2003.3!                + *                   !!         .    .  0 .         !
 2003.4!                 +*                   !!         .    0    .         !
 2004.1!                 +*                   !!         .    .0   .         !
 2004.2!                  +  *                !!         .    .    0         !
 2004.3!                *   +                 !!        0.    .    .         !
 2004.4!               *+                     !!         .  0 .    .         !
 2005.1!          *   +                       !!        0.    .    .         !
 2005.2!          +     *                     !!         .    .    .  0      !
 2005.3!               +*                     !!         .    .0   .         !
 2005.4!               *+                     !!         .    0    .         !
 2006.1!            *  +                      !!         0    .    .         !
 2006.2!            +                         !!         .    .0   .         !
 2006.3!            +   *                     !!         .    .    0         !
 2006.4!            *  +                      !!         .0   .    .         !
 2007.1!            +  *                      !!         .    .   0.         !
 2007.2!         *    +                       !!      0  .    .    .         !
 2007.3!         +   *                        !!         .    .    0         !
 2007.4!            +                         !!         .   0.    .         !
 2008.1!        *   +                         !!        0.    .    .         !
 2008.2!        +                             !!         .    0    .         !
 2008.3!        +                             !!         .    0    .         !
 2008.4!      * +                             !!         . 0  .    .         !
 2009.1!       +    *                         !!         .    .    .  0      !
 2009.2!            + *                       !!         .    . 0  .         !
 2009.3!           * +                        !!         .0   .    .         !
 2009.4!          +  *                        !!         .    .   0.         !
 2010.1!             +*                       !!         .    .0   .         !
 2010.2!           * +                        !!         .0   .    .         !
 2010.3!           +                          !!         .    0    .         !
 2010.4!     *     +                          !!     0   .    .    .         !
 2011.1!     + *                              !!         .    .  0 .         !
 2011.2! *     +                              !!     0   .    .    .         !
 2011.3!  +*                                  !!         .    . 0  .         !
 2011.4!    + *                               !!         .    . 0  .         !
 2012.1!      +   *                           !!         .    .    .0        !
 2012.2!          +                           !!         .    0    .         !
 2012.3!      *   +                           !!        0.    .    .         !
 2012.4!   *  +                               !!         .0   .    .         !


     34.57 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDEUS=DEPX$Q/USPMM;                                                     
 GENR LAADEUS=LOG(AADEUS+.00001);                                             
 GENR LADEUS=LOG(ADEUS+.00001);                                               
 LHS AADEUS=EXP(LAADEUS)-.00001;                                              
  EQ   15 LAADEUS C LADEUS(-1) PDEUS;                                         
EQUATION 321  LAADEUS  
   RHS     C  LADEUS(-1)  PDEUS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  321 PLOT=0;END;                                                     

Equation number =  321
**********************

Dependent variable = LAADEUS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.419815841

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.334730219       0.151173945  -2.21421     1.000000
11372 LADEUS  ( -1)       0.938822669       0.024293345  38.64526    -5.415599
11370 PDEUS   (  0)      -0.000742260       0.058312909  -0.01273     1.076041

SE of equation            =     0.108263351
Sum of squared residuals  =  2.16837634      -0.287414537E-10
Average absolute error    =     0.081786093
Sum of ABS residuals      =  15.3757854    
R squared                 =   0.89063
Durbin-Watson statistic   =   2.45978
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                +     *!          .   .   .   0      !
 1966.2!                                  *  +!!          0   .   .          !
 1966.3!                                *+    !!          .  0.   .          !
 1966.4!                               + *    !!          .   .  0.          !
 1967.1!                               *+     !!          .  0.   .          !
 1967.2!                          *   +       !!         0.   .   .          !
 1967.3!                         +    *       !!          .   .   . 0        !
 1967.4!                             +*       !!          .   0   .          !
 1968.1!                             + *      !!          .   .  0.          !
 1968.2!                              +       !!          .   .0  .          !
 1968.3!                             +  *     !!          .   .   0          !
 1968.4!                              *+      !!          . 0 .   .          !
 1969.1!                             +  *     !!          .   .  0.          !
 1969.2!                               +  *   !!          .   .   0          !
 1969.3!                                 +    !!          .   0   .          !
 1969.4!                                +*    !!          .   . 0 .          !
 1970.1!                                + *   !!          .   .  0.          !
 1970.2!                                 +    !!          .   0   .          !
 1970.3!                               *+     !!          .  0.   .          !
 1970.4!                              +       !!          .   .0  .          !
 1971.1!                             + *      !!          .   . 0 .          !
 1971.2!                              + *     !!          .   .  0.          !
 1971.3!                               +*     !!          .   .0  .          !
 1971.4!                              *+      !!          . 0 .   .          !
 1972.1!                             +   *    !!          .   .   . 0        !
 1972.2!                               *+     !!          .  0.   .          !
 1972.3!                              +       !!          .   0   .          !
 1972.4!                             +  *     !!          .   .   0          !
 1973.1!                               +      !!          .  0.   .          !
 1973.2!                          *   +       !!          0   .   .          !
 1973.3!                        * +           !!          . 0 .   .          !
 1973.4!                        + *           !!          .   .   0          !
 1974.1!                          +     *     !!          .   .   .   0      !
 1974.2!                        *      +      !!     0    .   .   .          !
 1974.3!                     *  +             !!          .0  .   .          !
 1974.4!                     +                !!          .   0   .          !
 1975.1!                    +*                !!          .   .0  .          !
 1975.2!                     +   *            !!          .   .   . 0        !
 1975.3!                     *   +            !!        0 .   .   .          !
 1975.4!                    +       *         !!          .   .   .     0    !
 1976.1!                        *  +          !!          0   .   .          !
 1976.2!                      *+              !!          .  0.   .          !
 1976.3!                   *  +               !!          0   .   .          !
 1976.4!                  *+                  !!          .  0.   .          !
 1977.1!                  +                   !!          .   .0  .          !
 1977.2!              *   +                   !!         0.   .   .          !
 1977.3!              + *                     !!          .   . 0 .          !
 1977.4!              * +                     !!          . 0 .   .          !
 1978.1!              + *                     !!          .   . 0 .          !
 1978.2!              * +                     !!          . 0 .   .          !
 1978.3!              +                       !!          .  0.   .          !
 1978.4!             *+                       !!          . 0 .   .          !
 1979.1!             +                        !!          .   0   .          !
 1979.2!             + *                      !!          .   .  0.          !
 1979.3!              *+                      !!          . 0 .   .          !
 1979.4!              +                       !!          .   0   .          !
 1980.1!              +*                      !!          .   .0  .          !
 1980.2!               + *                    !!          .   .  0.          !
 1980.3!                 + *                  !!          .   .   0          !
 1980.4!                   +    *             !!          .   .   .  0       !
 1981.1!                 *      +             !!    0     .   .   .          !
 1981.2!                +  *                  !!          .   .  0.          !
 1981.3!                  +*                  !!          .   .0  .          !
 1981.4!                   +  *               !!          .   .  0.          !
 1982.1!                     + *              !!          .   . 0 .          !
 1982.2!                      + *             !!          .   . 0 .          !
 1982.3!                        +             !!          .   0   .          !
 1982.4!                       + *            !!          .   . 0 .          !
 1983.1!                        +        *    !!          .   .   .       0  !
 1983.2!                             *  +     !!          0   .   .          !
 1983.3!                           *+         !!          .  0.   .          !
 1983.4!                          + *         !!          .   .  0.          !
 1984.1!                            +  *      !!          .   .   .0         !
 1984.2!                              +*      !!          .   0   .          !
 1984.3!                              +       !!          .   .0  .          !
 1984.4!                             +     *  !!          .   .   .   0      !
 1985.1!                                  +   !!          .   0   .          !
 1985.2!                                *+    !!          .  0.   .          !
 1985.3!                               +   *  !!          .   .   . 0        !
 1985.4!                               *  +   !!          .0  .   .          !
 1986.1!                         *    +       !!       0  .   .   .          !
 1986.2!                         +  *         !!          .   .   0          !
 1986.3!                        *  +          !!          0   .   .          !
 1986.4!                        +  *          !!          .   .   .0         !
 1987.1!                      *   +           !!        0 .   .   .          !
 1987.2!                     + *              !!          .   .  0.          !
 1987.3!                     * +              !!          . 0 .   .          !
 1987.4!                   * +                !!          . 0 .   .          !
 1988.1!                 * +                  !!          . 0 .   .          !
 1988.2!                 +                    !!          .   0   .          !
 1988.3!              *  +                    !!          .0  .   .          !
 1988.4!              + *                     !!          .   . 0 .          !
 1989.1!               *+                     !!          .   0   .          !
 1989.2!               +  *                   !!          .   .  0.          !
 1989.3!            *     +                   !!      0   .   .   .          !
 1989.4!            +                         !!          .   .0  .          !
 1990.1!         *  +                         !!         0.   .   .          !
 1990.2!         +    *                       !!          .   .   .  0       !
 1990.3!          *   +                       !!         0.   .   .          !
 1990.4!           +                          !!          .   0   .          !
 1991.1!         * +                          !!          .0  .   .          !
 1991.2!         + *                          !!          .   .  0.          !
 1991.3!          *+                          !!          . 0 .   .          !
 1991.4!       *  +                           !!          0   .   .          !
 1992.1!        +                             !!          .   0   .          !
 1992.2!        *+                            !!          .  0.   .          !
 1992.3!       *+                             !!          .  0.   .          !
 1992.4!        +          *                  !!          .   .   .          0
 1993.1!            *      +                  !!     0    .   .   .          !
 1993.2!        *   +                         !!         0.   .   .          !
 1993.3!        +   *                         !!          .   .   .0         !
 1993.4!            +                         !!          .  0.   .          !
 1994.1!            +   *                     !!          .   .   . 0        !
 1994.2!             *  +                     !!          0   .   .          !
 1994.3!          *  +                        !!          0   .   .          !
 1994.4!   *      +                           !!    0     .   .   .          !
 1995.1!    +  *                              !!          .   .   0          !
 1995.2!    *  +                              !!          0   .   .          !
 1995.3! *   +                                !!         0.   .   .          !
 1995.4!* +                                   !!          . 0 .   .          !
 1996.1! +*                                   !!          .   .0  .          !
 1996.2!   +   *                              !!          .   .   . 0        !
 1996.3! *      +                             !!     0    .   .   .          !
 1996.4*  +                                   !!          0   .   .          !
 1997.1!+     *                               !!          .   .   .   0      !
 1997.2!    *  +                              !!          0   .   .          !
 1997.3!    +*                                !!          .   .0  .          !
 1997.4!     +                                !!          .  0.   .          !
 1998.1!    * +                               !!          . 0 .   .          !
 1998.2*    +                                 !!       0  .   .   .          !
 1998.3!+   *                                 !!          .   .   0          !
 1998.4!   *+                                 !!          .  0.   .          !
 1999.1!    +   *                             !!          .   .   .0         !
 1999.2!        +                             !!          .   0   .          !
 1999.3!    *    +                            !!        0 .   .   .          !
 1999.4!     +                                !!          .   0   .          !
 2000.1!     + *                              !!          .   . 0 .          !
 2000.2!      *+                              !!          .  0.   .          !
 2000.3!       +                              !!          .   0   .          !
 2000.4!        +*                            !!          .   . 0 .          !
 2001.1!         +*                           !!          .   0   .          !
 2001.2!          +   *                       !!          .   .   . 0        !
 2001.3!              +*                      !!          .   .0  .          !
 2001.4!             * +                      !!          .0  .   .          !
 2002.1!             *+                       !!          .  0.   .          !
 2002.2!             +                        !!          .   0   .          !
 2002.3!         *   +                        !!         0.   .   .          !
 2002.4!          +  *                        !!          .   .   0          !
 2003.1!           * +                        !!          .0  .   .          !
 2003.2!           +                          !!          .   0   .          !
 2003.3!           +                          !!          .  0.   .          !
 2003.4!          *+                          !!          .  0.   .          !
 2004.1!         * +                          !!          . 0 .   .          !
 2004.2!        *+                            !!          . 0 .   .          !
 2004.3!       *+                             !!          . 0 .   .          !
 2004.4!       +                              !!          .   0   .          !
 2005.1!       +*                             !!          .   .0  .          !
 2005.2!         + *                          !!          .   .  0.          !
 2005.3!           +*                         !!          .   .0  .          !
 2005.4!            +                         !!          .   0   .          !
 2006.1!         *  +                         !!         0.   .   .          !
 2006.2!         +*                           !!          .   .0  .          !
 2006.3!          +                           !!          .   0   .          !
 2006.4!           +                          !!          .   0   .          !
 2007.1!           +     *                    !!          .   .   .   0      !
 2007.2!        *        +                    !!  0       .   .   .          !
 2007.3!        +*                            !!          .   .0  .          !
 2007.4!       * +                            !!          .0  .   .          !
 2008.1!     *  +                             !!          .0  .   .          !
 2008.2!      +  *                            !!          .   .   0          !
 2008.3!         +*                           !!          .   .0  .          !
 2008.4!         *+                           !!          .  0.   .          !
 2009.1!          +         *                 !!          .   .   .        0 !
 2009.2!                   +                  !!          .  0.   .          !
 2009.3!            *     +                   !!     0    .   .   .          !
 2009.4!        *   +                         !!        0 .   .   .          !
 2010.1!        +   *                         !!          .   .   .0         !
 2010.2!          * +                         !!          0   .   .          !
 2010.3!        * +                           !!          .0  .   .          !
 2010.4!        +    *                        !!          .   .   .  0       !
 2011.1!           * +                        !!          .0  .   .          !
 2011.2!       *   +                          !!         0.   .   .          !
 2011.3!       *+                             !!          .  0.   .          !
 2011.4!       +   *                          !!          .   .   . 0        !
 2012.1!            +  *                      !!          .   .   0          !
 2012.2!               +*                     !!          .   . 0 .          !
 2012.3!          *     +                     !!      0   .   .   .          !
 2012.4!         *+                           !!          .  0.   .          !


     28.19 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOUS=NOPX$Q/USPMM;                                                     
 GENR LAANOUS=LOG(AANOUS+.00001);                                             
 GENR LANOUS=LOG(ANOUS+.00001);                                               
 LHS AANOUS=EXP(LAANOUS)-.00001;                                              
  EQ   16 LAANOUS C LANOUS(-1) PNOUS;                                         
EQUATION 322  LAANOUS  
   RHS     C  LANOUS(-1)  PNOUS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  322 PLOT=0;END;                                                     

Equation number =  322
**********************

Dependent variable = LAANOUS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.301301996

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.537076365       0.234456171  -6.55592     1.000000
11375 LANOUS  ( -1)       0.652991189       0.050605784  12.90349    -5.296846
11373 PNOUS   (  0)      -0.338218379       0.065300853  -5.17939     0.903061

SE of equation            =     0.157434072
Sum of squared residuals  =  4.58531507       0.183145943E-09
Average absolute error    =     0.120493191
Sum of ABS residuals      =  22.6527199    
R squared                 =   0.72296
Durbin-Watson statistic   =   2.22666
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                + *   !!        .     .  0  .        !
 1966.2!                              +*      !!        .     . 0   .        !
 1966.3!                            +     *   !!        .     .     . 0      !
 1966.4!                              +   *   !!        .     .    0.        !
 1967.1!                              + *     !!        .     .  0  .        !
 1967.2!                             +    *   !!        .     .     0        !
 1967.3!                              +  *    !!        .     .   0 .        !
 1967.4!                              +   *   !!        .     .    0.        !
 1968.1!                               +*     !!        .     .0    .        !
 1968.2!                             +    *   !!        .     .     0        !
 1968.3!                               + *    !!        .     .  0  .        !
 1968.4!                              +  *    !!        .     .  0  .        !
 1969.1!                              +     * !!        .     .     .0       !
 1969.2!                               *+     !!        .   0 .     .        !
 1969.3!                             +        !!        .     0     .        !
 1969.4!                   *        +         !!    0   .     .     .        !
 1970.1!                     +                !!        .     0     .        !
 1970.2!                       +    *         !!        .     .     0        !
 1970.3!                        *  +          !!        .  0  .     .        !
 1970.4!                        *+            !!        .    0.     .        !
 1971.1!                       *+             !!        .    0.     .        !
 1971.2!                        +      *      !!        .     .     . 0      !
 1971.3!                           * +        !!        .   0 .     .        !
 1971.4!                           +*         !!        .     .0    .        !
 1972.1!                            + *       !!        .     .  0  .        !
 1972.2!                             + *      !!        .     . 0   .        !
 1972.3!                              +  *    !!        .     .   0 .        !
 1972.4!                               + *    !!        .     . 0   .        !
 1973.1!                         *    +       !!       0.     .     .        !
 1973.2!                 *       +            !!     0  .     .     .        !
 1973.3!                   +    *             !!        .     .     0        !
 1973.4!                       +              !!        .     0     .        !
 1974.1!                      +         *     !!        .     .     .     0  !
 1974.2!                 *           +        !!0       .     .     .        !
 1974.3!                *  +                  !!        .  0  .     .        !
 1974.4!                  +          *        !!        .     .     .     0  !
 1975.1!                       * +            !!        .  0  .     .        !
 1975.2!                     +        *       !!        .     .     .   0    !
 1975.3!                          +*          !!        .     .0    .        !
 1975.4!                         +            *!        .     .     .        0
 1976.1!                           *    +     !!        0     .     .        !
 1976.2!                  *      +            !!      0 .     .     .        !
 1976.3!                  *+                  !!        .    0.     .        !
 1976.4!                 *+                   !!        .    0.     .        !
 1977.1!            *    +                    !!        .0    .     .        !
 1977.2!              + *                     !!        .     .  0  .        !
 1977.3!            *   +                     !!        . 0   .     .        !
 1977.4!  *           +                       !!0       .     .     .        !
 1978.1!        +    *                        !!        .     .     0        !
 1978.2!              +       *               !!        .     .     . 0      !
 1978.3!                     +*               !!        .     .0    .        !
 1978.4!                *    +                !!        0     .     .        !
 1979.1!                 +                    !!        .     0     .        !
 1979.2!                * +                   !!        .   0 .     .        !
 1979.3!                *+                    !!        .   0 .     .        !
 1979.4!              *  +                    !!        .  0  .     .        !
 1980.1!             * +                      !!        .  0  .     .        !
 1980.2!             * +                      !!        .    0.     .        !
 1980.3!           *   +                      !!        .0    .     .        !
 1980.4!             +                        !!        .    0.     .        !
 1981.1!               +                      !!        .     0     .        !
 1981.2!        *      +                      !!      0 .     .     .        !
 1981.3!           +                          !!        .     0     .        !
 1981.4!            +                         !!        .    0.     .        !
 1982.1!      *       +                       !!     0  .     .     .        !
 1982.2!       *   +                          !!        .0    .     .        !
 1982.3*           +                          !!0       .     .     .        !
 1982.4!    * +                               !!        .   0 .     .        !
 1983.1!       *  +                           !!        .  0  .     .        !
 1983.2!            +  *                      !!        .     .  0  .        !
 1983.3!                * +                   !!        .  0  .     .        !
 1983.4!                  +      *            !!        .     .     . 0      !
 1984.1!                      * +             !!        .   0 .     .        !
 1984.2!               *      +               !!      0 .     .     .        !
 1984.3!                  +*                  !!        .     .0    .        !
 1984.4!            *        +                !!    0   .     .     .        !
 1985.1!             *  +                     !!        . 0   .     .        !
 1985.2!              * +                     !!        .  0  .     .        !
 1985.3!                 +   *                !!        .     .   0 .        !
 1985.4!                     +                !!        .     0     .        !
 1986.1!                    * +               !!        .   0 .     .        !
 1986.2!                *      +              !!      0 .     .     .        !
 1986.3!                   * +                !!        .   0 .     .        !
 1986.4!                       +              !!        .     0     .        !
 1987.1!                       * +            !!        .   0 .     .        !
 1987.2!                         + *          !!        .     . 0   .        !
 1987.3!                 *          +         !!  0     .     .     .        !
 1987.4!                     +    *           !!        .     .     0        !
 1988.1!                 *         +          !!   0    .     .     .        !
 1988.2!                     +    *           !!        .     .     0        !
 1988.3!                           +   *      !!        .     .    0.        !
 1988.4!                        *      +      !!       0.     .     .        !
 1989.1!                          +  *        !!        .     .   0 .        !
 1989.2!                             +    *   !!        .     .     0        !
 1989.3!                               *+     !!        .    0.     .        !
 1989.4!                           *  +       !!        .  0  .     .        !
 1990.1!                           + *        !!        .     . 0   .        !
 1990.2!                            +         *!        .     .     .    0   !
 1990.3!                                 +   *!!        .     .   0 .        !
 1990.4!                   *           +      !!0       .     .     .        !
 1991.1!                     +                !!        .    0.     .        !
 1991.2!                       +              !!        .     0     .        !
 1991.3!                        *+            !!        .    0.     .        !
 1991.4!                       * +            !!        .   0 .     .        !
 1992.1!                         +  *         !!        .     .   0 .        !
 1992.2!                          * +         !!        .  0  .     .        !
 1992.3!                       *  +           !!        .  0  .     .        !
 1992.4!                         +     *      !!        .     .     .0       !
 1993.1!                              +       !!        .     0     .        !
 1993.2!                              +*      !!        .     .0    .        !
 1993.3!                         *     +      !!        0     .     .        !
 1993.4!                            +  *      !!        .     .   0 .        !
 1994.1!                               *+     !!        .     0     .        !
 1994.2!                             * +      !!        .   0 .     .        !
 1994.3!                              + *     !!        .     . 0   .        !
 1994.4!                         *     +      !!       0.     .     .        !
 1995.1!                           +     *    !!        .     .     .0       !
 1995.2!                         *      +     !!      0 .     .     .        !
 1995.3!                           +          !!        .    0.     .        !
 1995.4!                            +*        !!        .     . 0   .        !
 1996.1!                              +       *!        .     .     .   0    !
 1996.2!                                   +* !!        .     .0    .        !
 1996.3!                                  +   !!        .     .0    .        !
 1996.4!                                +*    !!        .     .0    .        !
 1997.1!                             * +      !!        .   0 .     .        !
 1997.2!                              + *     !!        .     . 0   .        !
 1997.3!                      *        +      !!    0   .     .     .        !
 1997.4!                         +   *        !!        .     .    0.        !
 1998.1!                         *    +       !!        .0    .     .        !
 1998.2!                      *     +         !!        0     .     .        !
 1998.3!                       *  +           !!        .  0  .     .        !
 1998.4!                          +  *        !!        .     .  0  .        !
 1999.1!                            * +       !!        .  0  .     .        !
 1999.2!                             +   *    !!        .     .    0.        !
 1999.3!                                +     !!        .     .0    .        !
 1999.4!                               +      !!        .     0     .        !
 2000.1!                             *+       !!        .     0     .        !
 2000.2!                          * +         !!        .  0  .     .        !
 2000.3!                         *+           !!        .    0.     .        !
 2000.4!                      *  +            !!        .  0  .     .        !
 2001.1!                        +   *         !!        .     .    0.        !
 2001.2!                           +          !!        .     0     .        !
 2001.3!                           + *        !!        .     .  0  .        !
 2001.4!                             + *      !!        .     . 0   .        !
 2002.1!                              +       !!        .     0     .        !
 2002.2!                             +    *   !!        .     .    0.        !
 2002.3!                              *+      !!        .    0.     .        !
 2002.4!                             +    *   !!        .     .     .0       !
 2003.1!                              *+      !!        .    0.     .        !
 2003.2!                             +  *     !!        .     .   0 .        !
 2003.3!                              + *     !!        .     . 0   .        !
 2003.4!                             +     *  !!        .     .     0        !
 2004.1!                              *+      !!        .   0 .     .        !
 2004.2!                           *+         !!        .     0     .        !
 2004.3!                         + *          !!        .     . 0   .        !
 2004.4!                         +     *      !!        .     .     .0       !
 2005.1!                      *    +          !!        .0    .     .        !
 2005.2!                     +*               !!        .     .0    .        !
 2005.3!                  * +                 !!        .   0 .     .        !
 2005.4!                 +*                   !!        .     0     .        !
 2006.1!                +   *                 !!        .     .    0.        !
 2006.2!            *    +                    !!        .0    .     .        !
 2006.3!         *  +                         !!        . 0   .     .        !
 2006.4!          +*                          !!        .     .0    .        !
 2007.1!            +      *                  !!        .     .     . 0      !
 2007.2!                +     *               !!        .     .     .0       !
 2007.3!         *        +                   !!   0    .     .     .        !
 2007.4!        +     *                       !!        .     .     0        !
 2008.1!           +*                         !!        .     . 0   .        !
 2008.2!      * +                             !!        .   0 .     .        !
 2008.3!    *+                                !!        .    0.     .        !
 2008.4!    *  +                              !!        . 0   .     .        !
 2009.1!        +     *                       !!        .     .     . 0      !
 2009.2!               +                      !!        .     0     .        !
 2009.3!               +                      !!        .     0     .        !
 2009.4!               +*                     !!        .     .0    .        !
 2010.1!               +      *               !!        .     .     . 0      !
 2010.2!         *         +                  !!  0     .     .     .        !
 2010.3!           +                          !!        .     0     .        !
 2010.4!  *        +                          !!    0   .     .     .        !
 2011.1!    +     *                           !!        .     .     .0       !
 2011.2!       *+                             !!        .   0 .     .        !
 2011.3!       +       *                      !!        .     .     .   0    !
 2011.4!            +    *                    !!        .     .    0.        !
 2012.1!     *       +                        !!     0  .     .     .        !
 2012.2!   *  +                               !!        .  0  .     .        !
 2012.3!     +    *                           !!        .     .     0        !
 2012.4!         +   *                        !!        .     .   0 .        !


     31.38 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWUS=SWPX$Q/USPMM;                                                     
 GENR LAASWUS=LOG(AASWUS+.00001);                                             
 GENR LASWUS=LOG(ASWUS+.00001);                                               
 LHS AASWUS=EXP(LAASWUS)-.00001;                                              
  EQ   17 LAASWUS C LASWUS(-1) PSWUS;                                         
EQUATION 323  LAASWUS  
   RHS     C  LASWUS(-1)  PSWUS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  323 PLOT=0;END;                                                     

Equation number =  323
**********************

Dependent variable = LAASWUS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.755769497

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.320419498       0.146581990  -2.18594     1.000000
11378 LASWUS  ( -1)       0.927893750       0.030408427  30.51436    -4.751814
11376 PSWUS   (  0)      -0.021688508       0.042724852  -0.50763     1.206703

SE of equation            =     0.100015427
Sum of squared residuals  =  1.85057086      -0.110168763E-09
Average absolute error    =     0.078226277
Sum of ABS residuals      =  14.7065400    
R squared                 =   0.83769
Durbin-Watson statistic   =   2.47242
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                       +              !!         .    0    .         !
 1966.2!                       +   *          !!         .    .    .0        !
 1966.3!                   *      +           !!   0     .    .    .         !
 1966.4!                  +      *            !!         .    .    .    0    !
 1967.1!                         +  *         !!         .    .    0         !
 1967.2!                           +*         !!         .    .0   .         !
 1967.3!                        *  +          !!         .0   .    .         !
 1967.4!                        +   *         !!         .    .    . 0       !
 1968.1!                            +*        !!         .    .0   .         !
 1968.2!                        *   +         !!        0.    .    .         !
 1968.3!                       +        *     !!         .    .    .      0  !
 1968.4!                     *         +      !0         .    .    .         !
 1969.1!                    +*                !!         .    .0   .         !
 1969.2!                     + *              !!         .    .   0.         !
 1969.3!                       +*             !!         .    . 0  .         !
 1969.4!                 *      +             !!    0    .    .    .         !
 1970.1!                 +     *              !!         .    .    .    0    !
 1970.2!                    *  +              !!         0    .    .         !
 1970.3!                   +     *            !!         .    .    .   0     !
 1970.4!                     *   +            !!        0.    .    .         !
 1971.1!                     +   *            !!         .    .    .0        !
 1971.2!                        + *           !!         .    . 0  .         !
 1971.3!                         +            !!         .   0.    .         !
 1971.4!                      * +             !!         . 0  .    .         !
 1972.1!                      +    *          !!         .    .    .  0      !
 1972.2!                           + *        !!         .    .  0 .         !
 1972.3!                         *  +         !!         0    .    .         !
 1972.4!                        +   *         !!         .    .    .0        !
 1973.1!                           + *        !!         .    . 0  .         !
 1973.2!                       *    +         !!      0  .    .    .         !
 1973.3!                *     +               !!     0   .    .    .         !
 1973.4!                + *                   !!         .    .  0 .         !
 1974.1!                  +*                  !!         .    . 0  .         !
 1974.2!                  *+                  !!         .   0.    .         !
 1974.3!                  +   *               !!         .    .    . 0       !
 1974.4!                     *+               !!         .  0 .    .         !
 1975.1!                    +*                !!         .    .0   .         !
 1975.2!                    + *               !!         .    . 0  .         !
 1975.3!                    * +               !!         .  0 .    .         !
 1975.4!                    + *               !!         .    .  0 .         !
 1976.1!                 *   +                !!       0 .    .    .         !
 1976.2!            *    +                    !!      0  .    .    .         !
 1976.3!          * +                         !!         .  0 .    .         !
 1976.4!       *   +                          !!         0    .    .         !
 1977.1!        +                             !!         .    .0   .         !
 1977.2!         + *                          !!         .    .   0.         !
 1977.3!          * +                         !!         .  0 .    .         !
 1977.4!           +  *                       !!         .    .    0         !
 1978.1!              +                       !!         .    0    .         !
 1978.2!              +                       !!         .    0    .         !
 1978.3!              +  *                    !!         .    .  0 .         !
 1978.4!                *+                    !!         .   0.    .         !
 1979.1!                + *                   !!         .    .  0 .         !
 1979.2!                  + *                 !!         .    .  0 .         !
 1979.3!                  * +                 !!         .  0 .    .         !
 1979.4!                  +*                  !!         .    . 0  .         !
 1980.1!                   +  *               !!         .    .   0.         !
 1980.2!                *     +               !!     0   .    .    .         !
 1980.3!                +       *             !!         .    .    .       0 !
 1980.4!                     *  +             !!         0    .    .         !
 1981.1!             *       +                !!   0     .    .    .         !
 1981.2!              + *                     !!         .    .   0.         !
 1981.3!                + *                   !!         .    . 0  .         !
 1981.4!                  +    *              !!         .    .    .  0      !
 1982.1!                       +  *           !!         .    .   0.         !
 1982.2!                         + *          !!         .    .  0 .         !
 1982.3!                     *     +          !!      0  .    .    .         !
 1982.4!                     +    *           !!         .    .    . 0       !
 1983.1!                          +      *    !!         .    .    .    0    !
 1983.2!                                +     !!         .    .0   .         !
 1983.3!                               *+     !!         .  0 .    .         !
 1983.4!                              +*      !!         .    . 0  .         !
 1984.1!                               +   *  !!         .    .    . 0       !
 1984.2!                                 *+   !!         .  0 .    .         !
 1984.3!                               *+     !!         .  0 .    .         !
 1984.4!                              +       *!         .    .    .     0   !
 1985.1!                                   * +!!         . 0  .    .         !
 1985.2!                                 *+   !!         .   0.    .         !
 1985.3!                                +  *  !!         .    .    0         !
 1985.4!                                 *+   !!         .  0 .    .         !
 1986.1!                               *+     !!         .   0.    .         !
 1986.2!                              +  *    !!         .    .   0.         !
 1986.3!                                +*    !!         .    . 0  .         !
 1986.4!                                + *   !!         .    . 0  .         !
 1987.1!                               * +    !!         .  0 .    .         !
 1987.2!                              + *     !!         .    . 0  .         !
 1987.3!                               + *    !!         .    .  0 .         !
 1987.4!                              * +     !!         . 0  .    .         !
 1988.1!                           * +        !!         . 0  .    .         !
 1988.2!                          +   *       !!         .    .    0         !
 1988.3!                             +*       !!         .    .0   .         !
 1988.4!                           * +        !!         . 0  .    .         !
 1989.1!                          +  *        !!         .    .   0.         !
 1989.2!                          * +         !!         .0   .    .         !
 1989.3!                       * +            !!         .0   .    .         !
 1989.4!                      +*              !!         .    .0   .         !
 1990.1!                      +   *           !!         .    .    .0        !
 1990.2!                      *  +            !!         0    .    .         !
 1990.3!                     *+               !!         .    0    .         !
 1990.4!                   * +                !!         .0   .    .         !
 1991.1!                  +                   !!         .    0    .         !
 1991.2!                  +                   !!         .    0    .         !
 1991.3!                  +*                  !!         .    . 0  .         !
 1991.4!                *  +                  !!         0    .    .         !
 1992.1!                +*                    !!         .    .0   .         !
 1992.2!               * +                    !!         .  0 .    .         !
 1992.3!                + *                   !!         .    .  0 .         !
 1992.4!              *   +                   !!         0    .    .         !
 1993.1!             * +                      !!         . 0  .    .         !
 1993.2!             +*                       !!         .    0    .         !
 1993.3!              +  *                    !!         .    .    0         !
 1993.4!                  +                   !!         .    .0   .         !
 1994.1!                * +                   !!         . 0  .    .         !
 1994.2!             *  +                     !!         0    .    .         !
 1994.3!             +*                       !!         .    .0   .         !
 1994.4!              +  *                    !!         .    .    0         !
 1995.1!                 +*                   !!         .    . 0  .         !
 1995.2!                  +*                  !!         .    .0   .         !
 1995.3!              *    +                  !!       0 .    .    .         !
 1995.4!              +                       !!         .   0.    .         !
 1996.1!              +  *                    !!         .    .    0         !
 1996.2!                 +*                   !!         .    .0   .         !
 1996.3!               *  +                   !!         .0   .    .         !
 1996.4!               + *                    !!         .    .  0 .         !
 1997.1!                 +                    !!         .   0.    .         !
 1997.2!                 +*                   !!         .    .0   .         !
 1997.3!                 *+                   !!         .    0    .         !
 1997.4!              *   +                   !!         0    .    .         !
 1998.1!             *+                       !!         .  0 .    .         !
 1998.2!             +*                       !!         .    .0   .         !
 1998.3!              +     *                 !!         .    .    .   0     !
 1998.4!                 *  +                 !!         .0   .    .         !
 1999.1!               * +                    !!         . 0  .    .         !
 1999.2!                + *                   !!         .    .  0 .         !
 1999.3!                 *+                   !!         .   0.    .         !
 1999.4!                *+                    !!         .  0 .    .         !
 2000.1!                + *                   !!         .    . 0  .         !
 2000.2!                  +                   !!         .    0    .         !
 2000.3!                 *+                   !!         .   0.    .         !
 2000.4!                 +  *                 !!         .    .   0.         !
 2001.1!                    + *               !!         .    .  0 .         !
 2001.2!                     *+               !!         .   0.    .         !
 2001.3!                     +                !!         .    0    .         !
 2001.4!                     +                !!         .   0.    .         !
 2002.1!                     +    *           !!         .    .    . 0       !
 2002.2!                        *+            !!         .   0.    .         !
 2002.3!                   *    +             !!       0 .    .    .         !
 2002.4!                   +*                 !!         .    . 0  .         !
 2003.1!                    + *               !!         .    .  0 .         !
 2003.2!                      +  *            !!         .    .   0.         !
 2003.3!                        + *           !!         .    .  0 .         !
 2003.4!                       *  +           !!         .0   .    .         !
 2004.1!                       + *            !!         .    .   0.         !
 2004.2!                         +            !!         .    0    .         !
 2004.3!                     *  +             !!         0    .    .         !
 2004.4!                   * +                !!         . 0  .    .         !
 2005.1!                   +  *               !!         .    .    0         !
 2005.2!                      +               !!         .    0    .         !
 2005.3!                      + *             !!         .    .  0 .         !
 2005.4!                   *    +             !!       0 .    .    .         !
 2006.1!                   +  *               !!         .    .   0.         !
 2006.2!                 *   +                !!       0 .    .    .         !
 2006.3!                 +                    !!         .    0    .         !
 2006.4!                 +                    !!         .   0.    .         !
 2007.1!               * +                    !!         .  0 .    .         !
 2007.2!           *    +                     !!        0.    .    .         !
 2007.3!            +                         !!         .    0    .         !
 2007.4!           *+                         !!         .  0 .    .         !
 2008.1!           +*                         !!         .    .0   .         !
 2008.2!         *  +                         !!         0    .    .         !
 2008.3!         *+                           !!         .   0.    .         !
 2008.4!        * +                           !!         . 0  .    .         !
 2009.1!         + *                          !!         .    .  0 .         !
 2009.2!        *  +                          !!         0    .    .         !
 2009.3!       * +                            !!         . 0  .    .         !
 2009.4!      * +                             !!         .  0 .    .         !
 2010.1!    *  +                              !!         0    .    .         !
 2010.2!     +  *                             !!         .    .   0.         !
 2010.3!         +*                           !!         .    .0   .         !
 2010.4!        * +                           !!         .0   .    .         !
 2011.1!       * +                            !!         .  0 .    .         !
 2011.2!     *  +                             !!         .0   .    .         !
 2011.3!*     +                               !!     0   .    .    .         !
 2011.4*  +                                   !!         .0   .    .         !
 2012.1!+                                     !!         .   0.    .         !
 2012.2! *+                                   !!         .   0.    .         !
 2012.3!  +                                   !!         .   0.    .         !
 2012.4!*  +                                  !!         .0   .    .         !


     29.26 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ    18 LAAGRUS C LAGRUS(-1) PGRUS;SMPL 1966.1 2012.4;OLS;EST   18 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRUS=IRPX$Q/USPMM;                                                     
 GENR LAAIRUS=LOG(AAIRUS+.00001);                                             
 GENR LAIRUS=LOG(AIRUS+.00001);                                               
 LHS AAIRUS=EXP(LAAIRUS)-.00001;                                              
  EQ   19 LAAIRUS C LAIRUS(-1) PIRUS;                                         
EQUATION 324  LAAIRUS  
   RHS     C  LAIRUS(-1)  PIRUS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  324 PLOT=0;END;                                                     

Equation number =  324
**********************

Dependent variable = LAAIRUS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.386613538

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.102345030       0.075817195  -1.34989     1.000000
11381 LAIRUS  ( -1)       0.957338736       0.023144759  41.36309    -5.400686
11379 PIRUS   (  0)      -0.091744436       0.100176344  -0.91583     1.242394

SE of equation            =     0.146721228
Sum of squared residuals  =  3.98251699       0.932942612E-11
Average absolute error    =     0.109915921
Sum of ABS residuals      =  20.6641931    
R squared                 =   0.96679
Durbin-Watson statistic   =   2.62386
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1+  *                                   !!          .   .   . 0        !
 1966.2!   +  *                               !!          .   .   . 0        !
 1966.3!    * +                               !!          .0  .   .          !
 1966.4!     +    *                           !!          .   .   .    0     !
 1967.1!          +                           !!          .   0   .          !
 1967.2!          +*                          !!          .   . 0 .          !
 1967.3!           +*                         !!          .   .0  .          !
 1967.4!           *+                         !!          .0  .   .          !
 1968.1!       *   +                          !!       0  .   .   .          !
 1968.2!        +   *                         !!          .   .   .   0      !
 1968.3!           * +                        !!          .0  .   .          !
 1968.4!           +*                         !!          .   0   .          !
 1969.1!          * +                         !!          0   .   .          !
 1969.2!          +  *                        !!          .   .   .0         !
 1969.3!             *+                       !!          . 0 .   .          !
 1969.4!           * +                        !!         0.   .   .          !
 1970.1!           + *                        !!          .   .   0          !
 1970.2!             *+                       !!          .  0.   .          !
 1970.3!            *+                        !!          .0  .   .          !
 1970.4!          * +                         !!          0   .   .          !
 1971.1!           +    *                     !!          .   .   .      0   !
 1971.2!               * +                    !!          0   .   .          !
 1971.3!             * +                      !!          0   .   .          !
 1971.4!             *+                       !!          .  0.   .          !
 1972.1!             +                        !!          .  0.   .          !
 1972.2!            *+                        !!          . 0 .   .          !
 1972.3!            +                         !!          .  0.   .          !
 1972.4!           *+                         !!          .0  .   .          !
 1973.1!           +                          !!          .   0   .          !
 1973.2!           +*                         !!          .   .0  .          !
 1973.3!            +                         !!          .   .0  .          !
 1973.4!           *+                         !!          .0  .   .          !
 1974.1!           +    *                     !!          .   .   .    0     !
 1974.2!            *   +                     !!      0   .   .   .          !
 1974.3!           *+                         !!          .0  .   .          !
 1974.4!           +   *                      !!          .   .   .  0       !
 1975.1!       *       +                      !0          .   .   .          !
 1975.2!        +                             !!          .   0   .          !
 1975.3!        + *                           !!          .   .  0.          !
 1975.4!          +  *                        !!          .   .   . 0        !
 1976.1!          *  +                        !!        0 .   .   .          !
 1976.2!          +*                          !!          .   0   .          !
 1976.3!         * +                          !!          .0  .   .          !
 1976.4!      *   +                           !!        0 .   .   .          !
 1977.1!       +                              !!          .   0   .          !
 1977.2!       +                              !!          .   0   .          !
 1977.3!        + *                           !!          .   .   0          !
 1977.4!       *  +                           !!        0 .   .   .          !
 1978.1!       + *                            !!          .   .   0          !
 1978.2!         +*                           !!          .   . 0 .          !
 1978.3!         *+                           !!          .0  .   .          !
 1978.4!    *    +                            !!     0    .   .   .          !
 1979.1!    + *                               !!          .   .   0          !
 1979.2!       +                              !!          .   . 0 .          !
 1979.3!        +                             !!          .   0   .          !
 1979.4!       *+                             !!          . 0 .   .          !
 1980.1!        + *                           !!          .   .   .0         !
 1980.2!          *+                          !!          . 0 .   .          !
 1980.3!          + *                         !!          .   .  0.          !
 1980.4!           *+                         !!          . 0 .   .          !
 1981.1!        *   +                         !!       0  .   .   .          !
 1981.2!         +*                           !!          .   .0  .          !
 1981.3!          +                           !!          .  0.   .          !
 1981.4!          +  *                        !!          .   .   .0         !
 1982.1!            *+                        !!          .0  .   .          !
 1982.2!            + *                       !!          .   .  0.          !
 1982.3!             * +                      !!          . 0 .   .          !
 1982.4!             *+                       !!          .  0.   .          !
 1983.1!              +                       !!          .   0   .          !
 1983.2!              +                       !!          .   0   .          !
 1983.3!               +                      !!          .   .0  .          !
 1983.4!               *+                     !!          . 0 .   .          !
 1984.1!               +*                     !!          .   .0  .          !
 1984.2!                +*                    !!          .   .0  .          !
 1984.3!                *+                    !!          .0  .   .          !
 1984.4!                +                     !!          .  0.   .          !
 1985.1!                +*                    !!          .   . 0 .          !
 1985.2!               *  +                   !!         0.   .   .          !
 1985.3!               *+                     !!          .  0.   .          !
 1985.4!              * +                     !!          0   .   .          !
 1986.1!              +*                      !!          .   0   .          !
 1986.2!              *+                      !!          . 0 .   .          !
 1986.3!              + *                     !!          .   .   0          !
 1986.4!             *   +                    !!       0  .   .   .          !
 1987.1!              +                       !!          .   .0  .          !
 1987.2!              *+                      !!          .  0.   .          !
 1987.3!               +                      !!          .   .0  .          !
 1987.4!                +                     !!          .   0   .          !
 1988.1!               *+                     !!          . 0 .   .          !
 1988.2!              * +                     !!          . 0 .   .          !
 1988.3!               +*                     !!          .   .  0.          !
 1988.4!               * +                    !!          .0  .   .          !
 1989.1!               +*                     !!          .   0   .          !
 1989.2!                +                     !!          .   0   .          !
 1989.3!               *+                     !!          . 0 .   .          !
 1989.4!                +*                    !!          .   . 0 .          !
 1990.1!                *+                    !!          .  0.   .          !
 1990.2!                *+                    !!          .  0.   .          !
 1990.3!                 +                    !!          .   0   .          !
 1990.4!                 +*                   !!          .   . 0 .          !
 1991.1!                 *+                   !!          . 0 .   .          !
 1991.2!                 + *                  !!          .   . 0 .          !
 1991.3!                   +                  !!          .   .0  .          !
 1991.4!                 * +                  !!          0   .   .          !
 1992.1!                 +*                   !!          .   . 0 .          !
 1992.2!                  *+                  !!          .  0.   .          !
 1992.3!                 *+                   !!          . 0 .   .          !
 1992.4!                 +*                   !!          .   .0  .          !
 1993.1!                  +*                  !!          .   . 0 .          !
 1993.2!                  *+                  !!          .0  .   .          !
 1993.3!                  + *                 !!          .   .  0.          !
 1993.4!                    +                 !!          .   0   .          !
 1994.1!                  * +                 !!          0   .   .          !
 1994.2!                  + *                 !!          .   .  0.          !
 1994.3!                   *+                 !!          .0  .   .          !
 1994.4!                *  +                  !!        0 .   .   .          !
 1995.1!                + *                   !!          .   .   0          !
 1995.2!                   +*                 !!          .   . 0 .          !
 1995.3!                    +*                !!          .   .0  .          !
 1995.4!                     +                !!          .   .0  .          !
 1996.1!                     + *              !!          .   .   0          !
 1996.2!                     * +              !!         0.   .   .          !
 1996.3!                     +*               !!          .   .  0.          !
 1996.4!                     *+               !!          . 0 .   .          !
 1997.1!                      + *             !!          .   .   0          !
 1997.2!                       *+             !!          .  0.   .          !
 1997.3!                       +  *           !!          .   .   .0         !
 1997.4!                         *+           !!          . 0 .   .          !
 1998.1!                         +  *         !!          .   .   .  0       !
 1998.2!                            +         !!          .  0.   .          !
 1998.3!                            +         !!          .   . 0 .          !
 1998.4!                            +*        !!          .   0   .          !
 1999.1!                            + *       !!          .   . 0 .          !
 1999.2!                              +       !!          .   0   .          !
 1999.3!                              + *     !!          .   .   0          !
 1999.4!                               +      !!          .  0.   .          !
 2000.1!                              *+      !!          .  0.   .          !
 2000.2!                              + *     !!          .   .   0          !
 2000.3!                                +     !!          .   0   .          !
 2000.4!                                + *   !!          .   .   .0         !
 2001.1!                                 *+   !!          .  0.   .          !
 2001.2!                                 +    !!          .   0   .          !
 2001.3!                                *+    !!          .  0.   .          !
 2001.4!                                +*    !!          .   .0  .          !
 2002.1!                                 + *  !!          .   .   0          !
 2002.2!                                 *+   !!          . 0 .   .          !
 2002.3!                               * +    !!          . 0 .   .          !
 2002.4!                               + *    !!          .   .  0.          !
 2003.1!                                 + *  !!          .   .   0          !
 2003.2!                                   +  !!          .   .0  .          !
 2003.3!                                   +  !!          .   .0  .          !
 2003.4!                                   +  !!          .   0   .          !
 2004.1!                                   +  !!          .   0   .          !
 2004.2!                                  +   !!          .   0   .          !
 2004.3!                                  +*  !!          .   . 0 .          !
 2004.4!                                  *+  !!          . 0 .   .          !
 2005.1!                                  +   !!          .   .0  .          !
 2005.2!                                  +   !!          .   0   .          !
 2005.3!                                 +*   !!          .   . 0 .          !
 2005.4!                                * +   !!          .0  .   .          !
 2006.1!                                +     !!          .   .0  .          !
 2006.2!                                +*    !!          .   .0  .          !
 2006.3!                                 +*   !!          .   . 0 .          !
 2006.4!                                * +   !!          .0  .   .          !
 2007.1!                                +*    !!          .   . 0 .          !
 2007.2!                                 +*   !!          .   .  0.          !
 2007.3!                                * +   !!          .0  .   .          !
 2007.4!                                +     !!          .   0   .          !
 2008.1!                                + *   !!          .   .  0.          !
 2008.2!                                  +   !!          .  0.   .          !
 2008.3!                                  +   !!          .   . 0 .          !
 2008.4!                                  +*  !!          .   . 0 .          !
 2009.1!                                   +  *!          .   .   . 0        !
 2009.2!                                      +!          .   0   .          !
 2009.3!                                     +*!          .   .0  .          !
 2009.4!                                    *+!!          . 0 .   .          !
 2010.1!                                    + !!          .   .0  .          !
 2010.2!                                  * + !!          .0  .   .          !
 2010.3!                                  +  *!!          .   .   . 0        !
 2010.4!                                     +*!          .   .0  .          !
 2011.1!                                     *+!          .  0.   .          !
 2011.2!                                     +!!          .   0   .          !
 2011.3!                                     +!!          .  0.   .          !
 2011.4!                                    *+!!          .   0   .          !
 2012.1!                                 *  + !!       0  .   .   .          !
 2012.2!                                *+    !!          .  0.   .          !
 2012.3!                                + *   !!          .   .   0          !
 2012.4!                                * +   !!         0.   .   .          !


     27.13 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ    20 LAAPOUS C LAPOUS(-1) PPOUS;SMPL 1966.1 2012.4;OLS;EST   20 PLOT=0;EN
@EQ    21 LAASPUS C LASPUS(-1) PSPUS;SMPL 1966.1 2012.4;OLS;EST   21 PLOT=0;EN
@EQ    22 LAANZUS C LANZUS(-1) PNZUS;SMPL 1966.1 2012.4;OLS;EST   22 PLOT=0;EN
@@EQ   23 LAASAUS C LASAUS(-1) PSAUS;SMPL 1966.1 2012.4;OLS;EST   23 PLOT=0;EN
@@EQ   24 LAAVEUS C LAVEUS(-1) PVEUS;SMPL 1966.1 2012.4;OLS;EST   24 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCOUS=COPX$Q/USPMM;                                                     
 GENR LAACOUS=LOG(AACOUS+.00001);                                             
 GENR LACOUS=LOG(ACOUS+.00001);                                               
 LHS AACOUS=EXP(LAACOUS)-.00001;                                              
  EQ   25 LAACOUS C LACOUS(-1) PCOUS;                                         
EQUATION 325  LAACOUS  
   RHS     C  LACOUS(-1)  PCOUS  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  325 PLOT=0;END;                                                     

Equation number =  325
**********************

Dependent variable = LAACOUS 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.327795325

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.470133782       0.162526515  -2.89266     1.000000
11384 LACOUS  ( -1)       0.881643367       0.038438450  22.93650    -5.339161
11382 PCOUS   (  0)      -0.116649930       0.051433581  -2.26797     1.289545

SE of equation            =     0.120966122
Sum of squared residuals  =  1.79983474       0.102167164E-10
Average absolute error    =     0.090267388
Sum of ABS residuals      =  11.3736909    
R squared                 =   0.91690
Durbin-Watson statistic   =   2.10424
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3*       +                              !0          .   .   .          !
 1981.4! +     *                              !!          .   .   .       0  !
 1982.1!        +                             !!          .   0   .          !
 1982.2!        *+                            !!          . 0 .   .          !
 1982.3!         +                            !!          .   0   .          !
 1982.4!       * +                            !!          0   .   .          !
 1983.1!        +*                            !!          .   . 0 .          !
 1983.2!         *+                           !!          .0  .   .          !
 1983.3!         +                            !!          .  0.   .          !
 1983.4!         +                            !!          .   0   .          !
 1984.1!         *+                           !!          .  0.   .          !
 1984.2!       *  +                           !!         0.   .   .          !
 1984.3!        + *                           !!          .   .   0          !
 1984.4!     *    +                           !!    0     .   .   .          !
 1985.1!      +   *                           !!          .   .   .  0       !
 1985.2!       *  +                           !!        0 .   .   .          !
 1985.3!        +  *                          !!          .   .   0          !
 1985.4!        *  +                          !!        0 .   .   .          !
 1986.1!      * +                             !!          0   .   .          !
 1986.2!      +   *                           !!          .   .   . 0        !
 1986.3!          +  *                        !!          .   .   .0         !
 1986.4!             +  *                     !!          .   .   .0         !
 1987.1!                 +  *                 !!          .   .   . 0        !
 1987.2!                    + *               !!          .   .   0          !
 1987.3!                     *+               !!          .0  .   .          !
 1987.4!                    *+                !!          .  0.   .          !
 1988.1!                  *  +                !!         0.   .   .          !
 1988.2!                  *+                  !!          . 0 .   .          !
 1988.3!                  +*                  !!          .   . 0 .          !
 1988.4!                    +*                !!          .   . 0 .          !
 1989.1!                     +                !!          .  0.   .          !
 1989.2!                     +                !!          .  0.   .          !
 1989.3!                      +   *           !!          .   .   .   0      !
 1989.4!                          +   *       !!          .   .   . 0        !
 1990.1!                            *+        !!          .0  .   .          !
 1990.2!                         *  +         !!        0 .   .   .          !
 1990.3!                         +  *         !!          .   .   .0         !
 1990.4!                            +   *     !!          .   .   .   0      !
 1991.1!                          *    +      !!    0     .   .   .          !
 1991.2!                         *+           !!          . 0 .   .          !
 1991.3!                          +*          !!          .   .0  .          !
 1991.4!                           + *        !!          .   .   0          !
 1992.1!                             +        !!          .  0.   .          !
 1992.2!                            *+        !!          . 0 .   .          !
 1992.3!                            +*        !!          .   .0  .          !
 1992.4!                             +        !!          .   0   .          !
 1993.1!                             + *      !!          .   .  0.          !
 1993.2!                           *   +      !!       0  .   .   .          !
 1993.3!                          *+          !!          .0  .   .          !
 1993.4!                           +*         !!          .   .  0.          !
 1994.1!                          * +         !!          0   .   .          !
 1994.2!                     *    +           !!    0     .   .   .          !
 1994.3!                     +                !!          .  0.   .          !
 1994.4!                    *+                !!          . 0 .   .          !
 1995.1!                  *  +                !!         0.   .   .          !
 1995.2!                   +*                 !!          .   .0  .          !
 1995.3!                    +*                !!          .   .0  .          !
 1995.4!                      +*              !!          .   .  0.          !
 1996.1!                        +             !!          .   0   .          !
 1996.2!                        +*            !!          .   0   .          !
 1996.3!                        *+            !!          . 0 .   .          !
 1996.4!                        + *           !!          .   .  0.          !
 1997.1!                     *    +           !!     0    .   .   .          !
 1997.2!                    * +               !!          0   .   .          !
 1997.3!                    +*                !!          .   . 0 .          !
 1997.4!                      +               !!          .   .0  .          !
 1998.1!                   *  +               !!        0 .   .   .          !
 1998.2!                   *+                 !!          .  0.   .          !
 1998.3!                    +                 !!          .  0.   .          !
 1998.4!                     + *              !!          .   .  0.          !
 1999.1!                       +*             !!          .   . 0 .          !
 1999.2!                        *+            !!          . 0 .   .          !
 1999.3!                        +  *          !!          .   .   . 0        !
 1999.4!                           +*         !!          .   .0  .          !
 2000.1!                         *  +         !!        0 .   .   .          !
 2000.2!                         +            !!          .  0.   .          !
 2000.3!                         +            !!          .   0   .          !
 2000.4!                        *+            !!          . 0 .   .          !
 2001.1!                        *+            !!          . 0 .   .          !
 2001.2!                       *+             !!          .0  .   .          !
 2001.3!                        +*            !!          .   . 0 .          !
 2001.4!                      *  +            !!        0 .   .   .          !
 2002.1!                       +              !!          .  0.   .          !
 2002.2!                     * +              !!          0   .   .          !
 2002.3!                      + *             !!          .   .  0.          !
 2002.4!                         +*           !!          .   . 0 .          !
 2003.1!                          +           !!          .   0   .          !
 2003.2!                          *+          !!          . 0 .   .          !
 2003.3!                          +*          !!          .   .0  .          !
 2003.4!                         * +          !!         0.   .   .          !
 2004.1!                         +            !!          .  0.   .          !
 2004.2!                         +            !!          .  0.   .          !
 2004.3!                         +*           !!          .   .0  .          !
 2004.4!                          +           !!          .  0.   .          !
 2005.1!                         *+           !!          .  0.   .          !
 2005.2!                          +           !!          .   0   .          !
 2005.3!                          +           !!          .   .0  .          !
 2005.4!                           +          !!          .   .0  .          !
 2006.1!                          *+          !!          .  0.   .          !
 2006.2!                          +*          !!          .   . 0 .          !
 2006.3!                          *+          !!          . 0 .   .          !
 2006.4!                      *   +           !!     0    .   .   .          !
 2007.1!                      +*              !!          .   . 0 .          !
 2007.2!                       *+             !!          . 0 .   .          !
 2007.3!                        +  *          !!          .   .   .  0       !
 2007.4!                          *+          !!          . 0 .   .          !
 2008.1!                          + *         !!          .   .  0.          !
 2008.2!                           +  *       !!          .   .   0          !
 2008.3!                             +        !!          .   0   .          !
 2008.4!                           *+         !!          .0  .   .          !
 2009.1!                          +   *       !!          .   .   .  0       !
 2009.2!                              + *     !!          .   .   .0         !
 2009.3!                               +      !!          .   .0  .          !
 2009.4!                              +       !!          .  0.   .          !
 2010.1!                             +*       !!          .   .  0.          !
 2010.2!                             +  *     !!          .   .   .0         !
 2010.3!                               +      !!          .   . 0 .          !
 2010.4!                              +  *    !!          .   .   .0         !
 2011.1!                                +*    !!          .   . 0 .          !
 2011.2!                                +  *  !!          .   .   .  0       !
 2011.3!                                  +*  !!          .   .0  .          !
 2011.4!                                 +    *!          .   .   .    0     !
 2012.1!                                   *+ !!          . 0 .   .          !
 2012.2!                                  +*  !!          .   .0  .          !
 2012.3!                                 +*   !!          .   .0  .          !
 2012.4!                                +*    !!          .   .0  .          !


     30.16 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJOUS=JOPX$Q/USPMM;                                                     
 GENR LAAJOUS=LOG(AAJOUS+.00001);                                             
 GENR LAJOUS=LOG(AJOUS+.00001);                                               
 LHS AAJOUS=EXP(LAAJOUS)-.00001;                                              
  EQ   26 LAAJOUS C LAJOUS(-1) PJOUS;                                         
EQUATION 326  LAAJOUS  
   RHS     C  LAJOUS(-1)  PJOUS  
 SMPL 1985.4 2012.4;                                                          
Sample period is now  1985.4 to  2012.4 Internally:   136 to   244
 OLS;EST  326 PLOT=0;END;                                                     

Equation number =  326
**********************

Dependent variable = LAAJOUS 

 1985.4 -   2012.4,    0 missing obs.,  109 obs. used.

Mean of dependent variable       -9.295456967

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.116537609       0.309757752  -0.37622     1.000000
11387 LAJOUS  ( -1)       0.976404530       0.023175041  42.13173    -9.328161
11385 PJOUS   (  0)      -0.061430106       0.126190585  -0.48680     1.153513

SE of equation            =     0.336213424
Sum of squared residuals  =  11.9821834       0.102975406E-10
Average absolute error    =     0.247035635
Sum of ABS residuals      =  26.9268843    
R squared                 =   0.95309
Durbin-Watson statistic   =   2.66712
SMPL and No. Obs.         = 1985.4   2012.4    109

Plot of actual(*) and fitted(+) values and residuals(0)


 1985.4!+                                     !!           .  0  .           !
 1986.1* +                                    !!           .0 .  .           !
 1986.2*+                                     !!           . 0.  .           !
 1986.3!+*                                    !!           .  . 0.           !
 1986.4!  + *                                 !!           .  . 0.           !
 1987.1!    + *                               !!           .  . 0.           !
 1987.2!    *  +                              !!          0.  .  .           !
 1987.3!  * +                                 !!           0  .  .           !
 1987.4!   + *                                !!           .  . 0.           !
 1988.1!  *  +                                !!          0.  .  .           !
 1988.2! * +                                  !!           .0 .  .           !
 1988.3!  +    *                              !!           .  .  .  0        !
 1988.4!      * +                             !!           .0 .  .           !
 1989.1!       +       *                      !!           .  .  .     0     !
 1989.2!   *           +                      !0           .  .  .           !
 1989.3!   +*                                 !!           .  .0 .           !
 1989.4!     +*                               !!           .  .0 .           !
 1990.1!      *+                              !!           . 0.  .           !
 1990.2!     * +                              !!           .0 .  .           !
 1990.3!      +*                              !!           .  .0 .           !
 1990.4!   *   +                              !!          0.  .  .           !
 1991.1!    +   *                             !!           .  .  . 0         !
 1991.2!         +                            !!           .  0  .           !
 1991.3!         +  *                         !!           .  .  0           !
 1991.4!            +*                        !!           .  .0 .           !
 1992.1!     *       +                        !!    0      .  .  .           !
 1992.2!    * +                               !!           .0 .  .           !
 1992.3!     +                                !!           .  0  .           !
 1992.4!      +  *                            !!           .  .  . 0         !
 1993.1!       *  +                           !!          0.  .  .           !
 1993.2!       +                              !!           . 0.  .           !
 1993.3!        + *                           !!           .  .  0           !
 1993.4!          +                           !!           . 0.  .           !
 1994.1!         *+                           !!           .0 .  .           !
 1994.2!     *   +                            !!         0 .  .  .           !
 1994.3!      +  *                            !!           .  .  .0          !
 1994.4!      *  +                            !!          0.  .  .           !
 1995.1!      + *                             !!           .  . 0.           !
 1995.2!        +  *                          !!           .  .  0           !
 1995.3!          *+                          !!           . 0.  .           !
 1995.4!         * +                          !!           .0 .  .           !
 1996.1!       * +                            !!           .0 .  .           !
 1996.2!        +*                            !!           .  . 0.           !
 1996.3!         +                            !!           .  0  .           !
 1996.4!        *+                            !!           .0 .  .           !
 1997.1!   *    +                             !!        0  .  .  .           !
 1997.2!   +   *                              !!           .  .  . 0         !
 1997.3! *      +                             !!      0    .  .  .           !
 1997.4!  +                                   !!           .  0  .           !
 1998.1!   +                                  !!           .  0  .           !
 1998.2!    +                                 !!           .  0  .           !
 1998.3!   *+                                 !!           . 0.  .           !
 1998.4!    + *                               !!           .  .  0           !
 1999.1!    *  +                              !!           0  .  .           !
 1999.2!     +   *                            !!           .  .  . 0         !
 1999.3!     *   +                            !!         0 .  .  .           !
 1999.4!      +                               !!           .  .0 .           !
 2000.1!       +  *                           !!           .  .  .0          !
 2000.2!          +  *                        !!           .  .  .0          !
 2000.3!              + *                     !!           .  .  0           !
 2000.4!                 + *                  !!           .  .  0           !
 2001.1!                   +    *             !!           .  .  .  0        !
 2001.2!                        +             !!           . 0.  .           !
 2001.3!                        +   *         !!           .  .  . 0         !
 2001.4!                           *+         !!           . 0.  .           !
 2002.1!                           +*         !!           .  .0 .           !
 2002.2!                           *+         !!           . 0.  .           !
 2002.3!                           +     *    !!           .  .  .   0       !
 2002.4!                                *+    !!           .0 .  .           !
 2003.1!                                +*    !!           .  .0 .           !
 2003.2!                                *+    !!           . 0.  .           !
 2003.3!                                +   * !!           .  .  . 0         !
 2003.4!                                   *+ !!           . 0.  .           !
 2004.1!                                   +  !!           .  0  .           !
 2004.2!                                   +  !!           .  0  .           !
 2004.3!                                   +  *!           .  .  .0          !
 2004.4!                                    * +!           .0 .  .           !
 2005.1!                                    + !!           . 0.  .           !
 2005.2!                                   +  !!           .  0  .           !
 2005.3!                                   + *!!           .  . 0.           !
 2005.4!                                  * + !!           .0 .  .           !
 2006.1!                                  +*  !!           .  .0 .           !
 2006.2!                                  *+  !!           . 0.  .           !
 2006.3!                                  + * !!           .  .  0           !
 2006.4!                                   *+ !!           . 0.  .           !
 2007.1!                                 * +  !!           .0 .  .           !
 2007.2!                                 +    !!           .  0  .           !
 2007.3!                                 + *  !!           .  .  0           !
 2007.4!                                 * +  !!           .0 .  .           !
 2008.1!                                *+    !!           .0 .  .           !
 2008.2!                            *  +      !!          0.  .  .           !
 2008.3!                            +*        !!           .  . 0.           !
 2008.4!                           * +        !!           0  .  .           !
 2009.1!                          + *         !!           .  .  0           !
 2009.2!                            +*        !!           .  . 0.           !
 2009.3!                             +  *     !!           .  .  0           !
 2009.4!                              *+      !!           .0 .  .           !
 2010.1!                             +*       !!           .  .0 .           !
 2010.2!                              +       !!           .  0  .           !
 2010.3!                              + *     !!           .  . 0.           !
 2010.4!                              *+      !!           .0 .  .           !
 2011.1!                              +       !!           .  0  .           !
 2011.2!                              +       !!           .  0  .           !
 2011.3!                              + *     !!           .  . 0.           !
 2011.4!                             * +      !!           0  .  .           !
 2012.1!                             +        !!           .  .0 .           !
 2012.2!                            *+        !!           . 0.  .           !
 2012.3!                            +  *      !!           .  .  .0          !
 2012.4!                              *+      !!           .0 .  .           !


     24.77 percent of the residuals exceed 1 SE
      4.59 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSYUS=SYPX$Q/USPMM;                                                     
 GENR LAASYUS=LOG(AASYUS+.00001);                                             
 GENR LASYUS=LOG(ASYUS+.00001);                                               
 LHS AASYUS=EXP(LAASYUS)-.00001;                                              
  EQ   27 LAASYUS C LASYUS(-1) PSYUS;                                         
EQUATION 327  LAASYUS  
   RHS     C  LASYUS(-1)  PSYUS  
 SMPL 1987.1 2012.4;                                                          
Sample period is now  1987.1 to  2012.4 Internally:   141 to   244
 OLS;EST  327 PLOT=0;END;                                                     

Equation number =  327
**********************

Dependent variable = LAASYUS 

 1987.1 -   2012.4,    0 missing obs.,  104 obs. used.

Mean of dependent variable       -9.486253743

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -4.214810052       0.762384250  -5.52846     1.000000
11390 LASYUS  ( -1)       0.500193935       0.085862839   5.82550    -9.490674
11388 PSYUS   (  0)      -0.436777669       0.212975498  -2.05084     1.200304

SE of equation            =     0.894062429
Sum of squared residuals  =  80.7341104      -0.189857019E-10
Average absolute error    =     0.708148455
Sum of ABS residuals      =  73.6474393    
R squared                 =   0.35149
Durbin-Watson statistic   =   2.24450
SMPL and No. Obs.         = 1987.1   2012.4    104

Plot of actual(*) and fitted(+) values and residuals(0)


 1987.1*+                                     !!       .     0.      .       !
 1987.2*+                                     !!       .     0.      .       !
 1987.3!+         *                           !!       .      .      .0      !
 1987.4! *    +                               !!       .  0   .      .       !
 1988.1!*         +                           !!     0 .      .      .       !
 1988.2!         +      *                     !!       .      .     0.       !
 1988.3! *               +                    !! 0     .      .      .       !
 1988.4!          +              *            !!       .      .      .    0  !
 1989.1!                     +                !!       .      0      .       !
 1989.2!              *    +                  !!       .  0   .      .       !
 1989.3!               +             *        !!       .      .      .    0  !
 1989.4!                     *+               !!       .      0      .       !
 1990.1!*                 +                   !!0      .      .      .       !
 1990.2! *     +                              !!       . 0    .      .       !
 1990.3!       +                *             !!       .      .      .      0!
 1990.4!                 * +                  !!       .    0 .      .       !
 1991.1!                +*                    !!       .      .0     .       !
 1991.2! *              +                     !! 0     .      .      .       !
 1991.3!         +     *                      !!       .      .    0 .       !
 1991.4!     *          +                     !!     0 .      .      .       !
 1992.1!  *        +                          !!      0.      .      .       !
 1992.2!          +            *              !!       .      .      .  0    !
 1992.3!               *    +                 !!       . 0    .      .       !
 1992.4!  *             +                     !!  0    .      .      .       !
 1993.1!          +      *                    !!       .      .     0.       !
 1993.2!                 +      *             !!       .      .    0 .       !
 1993.3!             *       +                !!       .0     .      .       !
 1993.4!               +         *            !!       .      .      .0      !
 1994.1!                 *   +                !!       .  0   .      .       !
 1994.2!                 +   *                !!       .      .   0  .       !
 1994.3!          *        +                  !!      0.      .      .       !
 1994.4!             + *                      !!       .      .0     .       !
 1995.1!                +                     !!       .      0      .       !
 1995.2!               *+                     !!       .     0.      .       !
 1995.3!            *   +                     !!       .   0  .      .       !
 1995.4!          *   +                       !!       .   0  .      .       !
 1996.1!         *   +                        !!       .   0  .      .       !
 1996.2!       *    +                         !!       .  0   .      .       !
 1996.3!       *   +                          !!       .  0   .      .       !
 1996.4!      *    +                          !!       . 0    .      .       !
 1997.1!          *+                          !!       .     0.      .       !
 1997.2!  *           +                       !!     0 .      .      .       !
 1997.3!         *+                           !!       .     0.      .       !
 1997.4!      *      +                        !!       .0     .      .       !
 1998.1!        *  +                          !!       .   0  .      .       !
 1998.2!       *    +                         !!       .  0   .      .       !
 1998.3!         *  +                         !!       .    0 .      .       !
 1998.4!     *       +                        !!       0      .      .       !
 1999.1!           +*                         !!       .      .0     .       !
 1999.2!            * +                       !!       .    0 .      .       !
 1999.3!              + *                     !!       .      .0     .       !
 1999.4!             *  +                     !!       .   0  .      .       !
 2000.1!               +  *                   !!       .      .  0   .       !
 2000.2!                 *+                   !!       .     0.      .       !
 2000.3!                 + *                  !!       .      . 0    .       !
 2000.4!                  +       *           !!       .      .      0       !
 2001.1!                     +    *           !!       .      .  0   .       !
 2001.2!                    *+                !!       .     0.      .       !
 2001.3!                  +   *               !!       .      .  0   .       !
 2001.4!                *  +                  !!       .    0 .      .       !
 2002.1!                +*                    !!       .      .0     .       !
 2002.2!                 +   *                !!       .      .  0   .       !
 2002.3!                  + *                 !!       .      .0     .       !
 2002.4!                  +      *            !!       .      .    0 .       !
 2003.1!                     +          *     !!       .      .      .  0    !
 2003.2!                       *+             !!       .    0 .      .       !
 2003.3!                    +   *             !!       .      .   0  .       !
 2003.4!                 *   +                !!       .   0  .      .       !
 2004.1!                 +              *     !!       .      .      .    0  !
 2004.2!                        +        *    !!       .      .      0       !
 2004.3!                         +       *    !!       .      .     0.       !
 2004.4!                         +            *!       .      .      .   0   !
 2005.1!                           *+         !!       .     0.      .       !
 2005.2!                      +     *         !!       .      .    0 .       !
 2005.3!                       +     *        !!       .      .    0 .       !
 2005.4!                *       +             !!       0      .      .       !
 2006.1!                 + *                  !!       .      .0     .       !
 2006.2!                   +                  !!       .      .0     .       !
 2006.3!                 * +                  !!       .    0 .      .       !
 2006.4!                  +           *       !!       .      .      .  0    !
 2007.1!                        *+            !!       .     0.      .       !
 2007.2!           *         +                !!     0 .      .      .       !
 2007.3!         *     +                      !!       . 0    .      .       !
 2007.4!              +    *                  !!       .      .   0  .       !
 2008.1!                   +          *       !!       .      .      . 0     !
 2008.2!          *              +            !! 0     .      .      .       !
 2008.3!               +                 *    !!       .      .      .       0
 2008.4!                     *    +           !!       .  0   .      .       !
 2009.1!                    +    *            !!       .      .   0  .       !
 2009.2!                      + *             !!       .      . 0    .       !
 2009.3!                     +         *      !!       .      .      .0      !
 2009.4!                         +  *         !!       .      .  0   .       !
 2010.1!                        +       *     !!       .      .      0       !
 2010.2!                          +  *        !!       .      .  0   .       !
 2010.3!                       *+             !!       .     0.      .       !
 2010.4!                     +         *      !!       .      .      .0      !
 2011.1!                   *     +            !!       .0     .      .       !
 2011.2!                   +                * !!       .      .      .      0!
 2011.3!                            +*        !!       .      .0     .       !
 2011.4!        *                +            !!0      .      .      .       !
 2012.1!      *       +                       !!       0      .      .       !
 2012.2!      *      +                        !!       . 0    .      .       !
 2012.3!       *     +                        !!       . 0    .      .       !
 2012.4!    *         +                       !!      0.      .      .       !


     32.69 percent of the residuals exceed 1 SE
      4.81 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDUS=IDPX$Q/USPMM;                                                     
 GENR LAAIDUS=LOG(AAIDUS+.00001);                                             
 GENR LAIDUS=LOG(AIDUS+.00001);                                               
 LHS AAIDUS=EXP(LAAIDUS)-.00001;                                              
  EQ   28 LAAIDUS C LAIDUS(-1) PIDUS;                                         
EQUATION 328  LAAIDUS  
   RHS     C  LAIDUS(-1)  PIDUS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  328 PLOT=0;END;                                                     

Equation number =  328
**********************

Dependent variable = LAAIDUS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.999594463

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.306535317       0.131904330  -2.32392     1.000000
11393 LAIDUS  ( -1)       0.918256370       0.028057637  32.72750    -5.001525
11391 PIDUS   (  0)      -0.077194647       0.038489688  -2.00559     1.300313

SE of equation            =     0.134882778
Sum of squared residuals  =  3.36577228       0.713917814E-11
Average absolute error    =     0.095700909
Sum of ABS residuals      =  17.9917709    
R squared                 =   0.87336
Durbin-Watson statistic   =   2.21211
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                    +*                !!          .   .0  .          !
 1966.2!                   + *                !!          .   .  0.          !
 1966.3!                  * +                 !!          . 0 .   .          !
 1966.4!                 + *                  !!          .   .  0.          !
 1967.1!                  +*                  !!          .   .0  .          !
 1967.2!                *+                    !!          .  0.   .          !
 1967.3!               + *                    !!          .   . 0 .          !
 1967.4!                +                     !!          .   .0  .          !
 1968.1!               *+                     !!          .  0.   .          !
 1968.2!               +                      !!          .   .0  .          !
 1968.3!               +                      !!          .   .0  .          !
 1968.4!               + *                    !!          .   .  0.          !
 1969.1!                +*                    !!          .   . 0 .          !
 1969.2!               *+                     !!          . 0 .   .          !
 1969.3!               +                      !!          .   .0  .          !
 1969.4!              +                       !!          .  0.   .          !
 1970.1!             *+                       !!          . 0 .   .          !
 1970.2!           *+                         !!          .0  .   .          !
 1970.3!         * +                          !!          . 0 .   .          !
 1970.4!          + *                         !!          .   .   0          !
 1971.1!            +*                        !!          .   . 0 .          !
 1971.2!             +*                       !!          .   0   .          !
 1971.3!             +*                       !!          .   0   .          !
 1971.4!              +  *                    !!          .   .   0          !
 1972.1!             *  +                     !!         0.   .   .          !
 1972.2!           * +                        !!          .0  .   .          !
 1972.3!           + *                        !!          .   . 0 .          !
 1972.4!            *+                        !!          .  0.   .          !
 1973.1!     *      +                         !!    0     .   .   .          !
 1973.2!     *+                               !!          .  0.   .          !
 1973.3!  *  +                                !!          0   .   .          !
 1973.4!   +         *                        !!          .   .   .        0 !
 1974.1!             +*                       !!          .   .0  .          !
 1974.2!         *    +                       !!        0 .   .   .          !
 1974.3!         +                            !!          .   0   .          !
 1974.4!       *  +                           !!          .0  .   .          !
 1975.1!*       +                             !!    0     .   .   .          !
 1975.2! + *                                  !!          .   . 0 .          !
 1975.3!    +          *                      !!          .   .   .          0
 1975.4!               +*                     !!          .   .  0.          !
 1976.1!                +                     !!          .  0.   .          !
 1976.2!         *      +                     !!     0    .   .   .          !
 1976.3!     *    +                           !!        0 .   .   .          !
 1976.4!      +                               !!          .   .0  .          !
 1977.1!       +                              !!          .   .0  .          !
 1977.2!       + *                            !!          .   .  0.          !
 1977.3!    *    +                            !!       0  .   .   .          !
 1977.4*    +                                 !!       0  .   .   .          !
 1978.1!+       *                             !!          .   .   .       0  !
 1978.2!         +                            !!          .   .0  .          !
 1978.3!        *+                            !!          . 0 .   .          !
 1978.4!       *+                             !!          .  0.   .          !
 1979.1!       +  *                           !!          .   .  0.          !
 1979.2!          +   *                       !!          .   .   .0         !
 1979.3!        *     +                       !!      0   .   .   .          !
 1979.4!*        +                            !!  0       .   .   .          !
 1980.1! +         *                          !!          .   .   .        0 !
 1980.2!         * +                          !!          0   .   .          !
 1980.3!         +*                           !!          .   0   .          !
 1980.4!          + *                         !!          .   . 0 .          !
 1981.1!     *       +                        !!   0      .   .   .          !
 1981.2!  *   +                               !!         0.   .   .          !
 1981.3*   +                                  !!        0 .   .   .          !
 1981.4! +   *                                !!          .   .   . 0        !
 1982.1! *    +                               !!        0 .   .   .          !
 1982.2!   +   *                              !!          .   .   . 0        !
 1982.3!        + *                           !!          .   . 0 .          !
 1982.4!           +*                         !!          .   . 0 .          !
 1983.1!          *  +                        !!          .0  .   .          !
 1983.2!           +*                         !!          .   .0  .          !
 1983.3!             +                        !!          .   .0  .          !
 1983.4!            * +                       !!          .0  .   .          !
 1984.1!            +                         !!          .   0   .          !
 1984.2!         *   +                        !!         0.   .   .          !
 1984.3!    *     +                           !!      0   .   .   .          !
 1984.4!     +   *                            !!          .   .   . 0        !
 1985.1!          +     *                     !!          .   .   .   0      !
 1985.2!      *         +                     !!0         .   .   .          !
 1985.3!       +                              !!          .   0   .          !
 1985.4!   *    +                             !!      0   .   .   .          !
 1986.1!    +    *                            !!          .   .   .  0       !
 1986.2!          +                           !!          .   0   .          !
 1986.3!          +  *                        !!          .   .   0          !
 1986.4!          *   +                       !!        0 .   .   .          !
 1987.1!           +*                         !!          .   .0  .          !
 1987.2!             + *                      !!          .   .  0.          !
 1987.3!               *+                     !!          .  0.   .          !
 1987.4!            *   +                     !!         0.   .   .          !
 1988.1!           * +                        !!          . 0 .   .          !
 1988.2!            +*                        !!          .   . 0 .          !
 1988.3!              +                       !!          .   .0  .          !
 1988.4!            * +                       !!          0   .   .          !
 1989.1!          * +                         !!          .0  .   .          !
 1989.2!           +                          !!          .   .0  .          !
 1989.3!            +*                        !!          .   .0  .          !
 1989.4!            *+                        !!          . 0 .   .          !
 1990.1!            +                         !!          .   0   .          !
 1990.2!           * +                        !!          .0  .   .          !
 1990.3!            +*                        !!          .   .0  .          !
 1990.4!           * +                        !!          . 0 .   .          !
 1991.1!            +                         !!          .   0   .          !
 1991.2!            +                         !!          .   0   .          !
 1991.3!             + *                      !!          .   .  0.          !
 1991.4!                +                     !!          .   0   .          !
 1992.1!                +                     !!          .  0.   .          !
 1992.2!                +                     !!          .   0   .          !
 1992.3!                 +*                   !!          .   .0  .          !
 1992.4!                * +                   !!          . 0 .   .          !
 1993.1!                + *                   !!          .   .  0.          !
 1993.2!                * +                   !!          .0  .   .          !
 1993.3!                 +                    !!          .   .0  .          !
 1993.4!                * +                   !!          . 0 .   .          !
 1994.1!                +*                    !!          .   .0  .          !
 1994.2!                * +                   !!          . 0 .   .          !
 1994.3!                 +  *                 !!          .   .   0          !
 1994.4!                    +                 !!          .  0.   .          !
 1995.1!                   *+                 !!          .  0.   .          !
 1995.2!                    + *               !!          .   . 0 .          !
 1995.3!                      +*              !!          .   . 0 .          !
 1995.4!                       *+             !!          .  0.   .          !
 1996.1!                       +*             !!          .   .0  .          !
 1996.2!                        + *           !!          .   . 0 .          !
 1996.3!                         *+           !!          .  0.   .          !
 1996.4!                        *+            !!          . 0 .   .          !
 1997.1!                      * +             !!          . 0 .   .          !
 1997.2!                     *+               !!          . 0 .   .          !
 1997.3!                    *+                !!          . 0 .   .          !
 1997.4!                 *  +                 !!          0   .   .          !
 1998.1!                 +  *                 !!          .   .  0.          !
 1998.2!                    + *               !!          .   .  0.          !
 1998.3!                      + *             !!          .   .  0.          !
 1998.4!                    *   +             !!        0 .   .   .          !
 1999.1!                     + *              !!          .   .   0          !
 1999.2!                       *+             !!          .   0   .          !
 1999.3!                       + *            !!          .   . 0 .          !
 1999.4!                       * +            !!          . 0 .   .          !
 2000.1!                       +              !!          .  0.   .          !
 2000.2!                       +*             !!          .   . 0 .          !
 2000.3!                        +             !!          .   0   .          !
 2000.4!                      * +             !!          0   .   .          !
 2001.1!                      +               !!          .   .0  .          !
 2001.2!                      *+              !!          .  0.   .          !
 2001.3!                      + *             !!          .   .  0.          !
 2001.4!                        +             !!          .   0   .          !
 2002.1!                        +   *         !!          .   .   .0         !
 2002.2!                            +         !!          .   .0  .          !
 2002.3!                            +         !!          .   .0  .          !
 2002.4!                            +*        !!          .   0   .          !
 2003.1!                            + *       !!          .   . 0 .          !
 2003.2!                            *+        !!          .  0.   .          !
 2003.3!                           *+         !!          .  0.   .          !
 2003.4!                         * +          !!          .0  .   .          !
 2004.1!                         + *          !!          .   .  0.          !
 2004.2!                         * +          !!          .0  .   .          !
 2004.3!                         +*           !!          .   . 0 .          !
 2004.4!                          +           !!          .   0   .          !
 2005.1!                          +    *      !!          .   .   . 0        !
 2005.2!                           *  +       !!          .0  .   .          !
 2005.3!                           +          !!          .   0   .          !
 2005.4!                           +*         !!          .   . 0 .          !
 2006.1!                            +         !!          .   0   .          !
 2006.2!                          *+          !!          .  0.   .          !
 2006.3!                          +*          !!          .   . 0 .          !
 2006.4!                          +           !!          .  0.   .          !
 2007.1!                         +  *         !!          .   .   0          !
 2007.2!                           +*         !!          .   0   .          !
 2007.3!                          *+          !!          .  0.   .          !
 2007.4!                         + *          !!          .   .  0.          !
 2008.1!                         * +          !!          . 0 .   .          !
 2008.2!                         +*           !!          .   . 0 .          !
 2008.3!                          +   *       !!          .   .   . 0        !
 2008.4!                              +       !!          .   0   .          !
 2009.1!                             +  *     !!          .   .  0.          !
 2009.2!                               +      !!          .   0   .          !
 2009.3!                              +*      !!          .   . 0 .          !
 2009.4!                           *  +       !!         0.   .   .          !
 2010.1!                          +    *      !!          .   .   .  0       !
 2010.2!                              +*      !!          .   . 0 .          !
 2010.3!                            * +       !!          .0  .   .          !
 2010.4!                           +          !!          .   0   .          !
 2011.1!                          +    *      !!          .   .   .  0       !
 2011.2!                             +*       !!          .   0   .          !
 2011.3!                            +    *    !!          .   .   . 0        !
 2011.4!                               +      !!          .   0   .          !
 2012.1!                              +  *    !!          .   .   0          !
 2012.2!                               +   *  !!          .   .   0          !
 2012.3!                                 +    *!          .   .   . 0        !
 2012.4!                              *     + !!     0    .   .   .          !


     22.87 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAUS=MAPX$Q/USPMM;                                                     
 GENR LAAMAUS=LOG(AAMAUS+.00001);                                             
 GENR LAMAUS=LOG(AMAUS+.00001);                                               
 LHS AAMAUS=EXP(LAAMAUS)-.00001;                                              
  EQ   29 LAAMAUS C LAMAUS(-1) PMAUS;                                         
EQUATION 329  LAAMAUS  
   RHS     C  LAMAUS(-1)  PMAUS  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST  329 PLOT=0;END;                                                     

Equation number =  329
**********************

Dependent variable = LAAMAUS 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -4.642047757

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.173128137       0.072008580  -2.40427     1.000000
11396 LAMAUS  ( -1)       0.940778491       0.020695634  45.45782    -4.647710
11394 PMAUS   (  0)      -0.074087293       0.031794267  -2.33021     1.301895

SE of equation            =     0.112467368
Sum of squared residuals  =  2.26415467       0.299755776E-10
Average absolute error    =     0.087019259
Sum of ABS residuals      =  15.8375051    
R squared                 =   0.96433
Durbin-Watson statistic   =   2.12619
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3!     + *                              !!         .    .  0 .         !
 1967.4!       +                              !!         .    0    .         !
 1968.1!        +                             !!         .    .0   .         !
 1968.2!        *+                            !!         .   0.    .         !
 1968.3!         + *                          !!         .    .   0.         !
 1968.4!           +*                         !!         .    . 0  .         !
 1969.1!             +*                       !!         .    .  0 .         !
 1969.2!           *   +                      !!     0   .    .    .         !
 1969.3!           +                          !!         .   0.    .         !
 1969.4!           *+                         !!         .   0.    .         !
 1970.1!        *  +                          !!       0 .    .    .         !
 1970.2!     *   +                            !!      0  .    .    .         !
 1970.3!    * +                               !!         . 0  .    .         !
 1970.4!     +                                !!         .    0    .         !
 1971.1!    * +                               !!        0.    .    .         !
 1971.2!  * +                                 !!         0    .    .         !
 1971.3!  *+                                  !!         .  0 .    .         !
 1971.4!    +                                 !!         .    .0   .         !
 1972.1!    *+                                !!         . 0  .    .         !
 1972.2!     + *                              !!         .    .  0 .         !
 1972.3!        +                             !!         .   0.    .         !
 1972.4!      *  +                            !!         0    .    .         !
 1973.1!     *  +                             !!         0    .    .         !
 1973.2!   *  +                               !!        0.    .    .         !
 1973.3!  * +                                 !!         0    .    .         !
 1973.4*  +                                   !!       0 .    .    .         !
 1974.1+     *                                !!         .    .    .        0!
 1974.2!   *  +                               !!        0.    .    .         !
 1974.3!   +   *                              !!         .    .    .    0    !
 1974.4!   *   +                              !!     0   .    .    .         !
 1975.1!   + *                                !!         .    .  0 .         !
 1975.2!     +*                               !!         .    .  0 .         !
 1975.3!      +     *                         !!         .    .    .       0 !
 1975.4!            +*                        !!         .    0    .         !
 1976.1!          *  +                        !!       0 .    .    .         !
 1976.2!          +   *                       !!         .    .    .    0    !
 1976.3!           *  +                       !!      0  .    .    .         !
 1976.4!           +*                         !!         .    .  0 .         !
 1977.1!            +                         !!         .    0    .         !
 1977.2!          *+                          !!         .0   .    .         !
 1977.3!        *+                            !!         .  0 .    .         !
 1977.4!        + *                           !!         .    .    0         !
 1978.1!          + *                         !!         .    .    0         !
 1978.2!            +                         !!         .    .0   .         !
 1978.3!         *  +                         !!      0  .    .    .         !
 1978.4!        +   *                         !!         .    .    .   0     !
 1979.1!            +  *                      !!         .    .    . 0       !
 1979.2!             *+                       !!         .  0 .    .         !
 1979.3!            + *                       !!         .    .  0 .         !
 1979.4!             +   *                    !!         .    .    .  0      !
 1980.1!                 + *                  !!         .    .    0         !
 1980.2!                 * +                  !!         . 0  .    .         !
 1980.3!                 + *                  !!         .    .    0         !
 1980.4!                *  +                  !!       0 .    .    .         !
 1981.1!           *    +                     !!  0      .    .    .         !
 1981.2!      *    +                          !!    0    .    .    .         !
 1981.3!      *+                              !!         .  0 .    .         !
 1981.4!      +  *                            !!         .    .    .  0      !
 1982.1!        * +                           !!         .0   .    .         !
 1982.2!      * +                             !!         .0   .    .         !
 1982.3!       + *                            !!         .    .   0.         !
 1982.4!         +*                           !!         .    .0   .         !
 1983.1!          +*                          !!         .    .  0 .         !
 1983.2!            +   *                     !!         .    .    .   0     !
 1983.3!            *   +                     !!      0  .    .    .         !
 1983.4!           *+                         !!         .0   .    .         !
 1984.1!      *    +                          !!    0    .    .    .         !
 1984.2!      + *                             !!         .    .  0 .         !
 1984.3!        +*                            !!         .    . 0  .         !
 1984.4!         +                            !!         .    .0   .         !
 1985.1!         *+                           !!         .   0.    .         !
 1985.2!      *   +                           !!     0   .    .    .         !
 1985.3!       +                              !!         .    0    .         !
 1985.4!       *+                             !!         .  0 .    .         !
 1986.1!        +      *                      !!         .    .    .         0
 1986.2!                +  *                  !!         .    .    . 0       !
 1986.3!                  * +                 !!         .0   .    .         !
 1986.4!                   +                  !!         .    0    .         !
 1987.1!                  * +                 !!         .0   .    .         !
 1987.2!                   +*                 !!         .    .  0 .         !
 1987.3!                  * +                 !!         0    .    .         !
 1987.4!                   +*                 !!         .    . 0  .         !
 1988.1!                    +*                !!         .    .0   .         !
 1988.2!                     +                !!         .    0    .         !
 1988.3!                    * +               !!         . 0  .    .         !
 1988.4!                     +  *             !!         .    .    . 0       !
 1989.1!                       *+             !!         .  0 .    .         !
 1989.2!                        +*            !!         .    .  0 .         !
 1989.3!                         + *          !!         .    .  0 .         !
 1989.4!                           +  *       !!         .    .    .0        !
 1990.1!                             *+       !!         . 0  .    .         !
 1990.2!                            *+        !!         .  0 .    .         !
 1990.3!                            *+        !!         .   0.    .         !
 1990.4!                         *  +         !!      0  .    .    .         !
 1991.1!                         + *          !!         .    .   0.         !
 1991.2!                           + *        !!         .    .  0 .         !
 1991.3!                             +  *     !!         .    .    . 0       !
 1991.4!                                +     !!         .    .0   .         !
 1992.1!                              * +     !!         0    .    .         !
 1992.2!                              +  *    !!         .    .    .0        !
 1992.3!                                 +    !!         .    .0   .         !
 1992.4!                                 +    !!         .    .0   .         !
 1993.1!                                 +*   !!         .    . 0  .         !
 1993.2!                                 *+   !!         .  0 .    .         !
 1993.3!                                 +*   !!         .    .  0 .         !
 1993.4!                                  +  *!!         .    .    .0        !
 1994.1!                                     +!!         .    .0   .         !
 1994.2!                                     +*!         .    . 0  .         !
 1994.3!                                  *  +!!      0  .    .    .         !
 1994.4!                                 + *  !!         .    .   0.         !
 1995.1!                                * +   !!         .0   .    .         !
 1995.2!                                +    *!!         .    .    .     0   !
 1995.3!                                    *+!!         .  0 .    .         !
 1995.4!                                   +  *!         .    .    . 0       !
 1996.1!                                     +*!         .    0    .         !
 1996.2!                                  *  +!!        0.    .    .         !
 1996.3!                                * +   !!         0    .    .         !
 1996.4!                               +      !!         .  0 .    .         !
 1997.1!                              +  *    !!         .    .    .0        !
 1997.2!                               * +    !!         .0   .    .         !
 1997.3!                               + *    !!         .    .    0         !
 1997.4!                                 + *  !!         .    .   0.         !
 1998.1!                                  +*  !!         .    . 0  .         !
 1998.2!                                 * +  !!         .0   .    .         !
 1998.3!                                 +    !!         .   0.    .         !
 1998.4!                                +  *  !!         .    .    0         !
 1999.1!                                  +   !!         .    .0   .         !
 1999.2!                                  +*  !!         .    .  0 .         !
 1999.3!                                 * +  !!         . 0  .    .         !
 1999.4!                                 +*   !!         .    .0   .         !
 2000.1!                                 +    !!         .   0.    .         !
 2000.2!                                 +    !!         .    0    .         !
 2000.3!                                 +    !!         .    0    .         !
 2000.4!                                +     !!         .    0    .         !
 2001.1!                                +     !!         .    0    .         !
 2001.2!                              *+      !!         . 0  .    .         !
 2001.3!                             *+       !!         .  0 .    .         !
 2001.4!                             + *      !!         .    .    0         !
 2002.1!                              + *     !!         .    .  0 .         !
 2002.2!                               +*     !!         .    0    .         !
 2002.3!                               +      !!         .   0.    .         !
 2002.4!                            *  +      !!         0    .    .         !
 2003.1!                            +   *     !!         .    .    .  0      !
 2003.2!                                +     !!         .    .0   .         !
 2003.3!                              * +     !!         . 0  .    .         !
 2003.4!                              +   *   !!         .    .    .  0      !
 2004.1!                                 +    !!         .   0.    .         !
 2004.2!                                +*    !!         .    .0   .         !
 2004.3!                                 +    !!         .    0    .         !
 2004.4!                                 +*   !!         .    .  0 .         !
 2005.1!                                 +*   !!         .    .0   .         !
 2005.2!                                  +*  !!         .    .  0 .         !
 2005.3!                                   +  !!         .    0    .         !
 2005.4!                                  +*  !!         .    . 0  .         !
 2006.1!                                   +  !!         .   0.    .         !
 2006.2!                                  +*  !!         .    .0   .         !
 2006.3!                                  *+  !!         .   0.    .         !
 2006.4!                                  + * !!         .    .   0.         !
 2007.1!                                   +  !!         .   0.    .         !
 2007.2!                                *  +  !!         0    .    .         !
 2007.3!                               *+     !!         .  0 .    .         !
 2007.4!                               + *    !!         .    .  0 .         !
 2008.1!                                 +    !!         .    0    .         !
 2008.2!                                 +*   !!         .    .0   .         !
 2008.3!                              *   +   !!      0  .    .    .         !
 2008.4!                            * +       !!         0    .    .         !
 2009.1!                            +         !!         .    0    .         !
 2009.2!                            +         !!         .   0.    .         !
 2009.3!                          * +         !!         .0   .    .         !
 2009.4!                          +  *        !!         .    .    0         !
 2010.1!                             +        !!         .    .0   .         !
 2010.2!                           * +        !!         0    .    .         !
 2010.3!                         * +          !!         0    .    .         !
 2010.4!                         +*           !!         .    . 0  .         !
 2011.1!                           +          !!         .    .0   .         !
 2011.2!                          * +         !!         . 0  .    .         !
 2011.3!                         * +          !!         0    .    .         !
 2011.4!                        *+            !!         .  0 .    .         !
 2012.1!                         + *          !!         .    .    0         !
 2012.2!                        *  +          !!        0.    .    .         !
 2012.3!                        *+            !!         .    0    .         !
 2012.4!                         +            !!         .    0    .         !


     32.97 percent of the residuals exceed 1 SE
      4.40 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPAUS=PAPX$Q/USPMM;                                                     
 GENR LAAPAUS=LOG(AAPAUS+.00001);                                             
 GENR LAPAUS=LOG(APAUS+.00001);                                               
 LHS AAPAUS=EXP(LAAPAUS)-.00001;                                              
  EQ   30 LAAPAUS C LAPAUS(-1) PPAUS;                                         
EQUATION 330  LAAPAUS  
   RHS     C  LAPAUS(-1)  PPAUS  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  330 PLOT=0;END;                                                     

Equation number =  330
**********************

Dependent variable = LAAPAUS 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -6.815498690

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.196687832       0.228307380  -5.24156     1.000000
11399 LAPAUS  ( -1)       0.713401918       0.049555548  14.39601    -6.822318
11397 PPAUS   (  0)      -0.538598220       0.104966162  -5.13116     1.395764

SE of equation            =     0.214826018
Sum of squared residuals  =  7.33788469       0.444329018E-10
Average absolute error    =     0.165947229
Sum of ABS residuals      =  26.8834511    
R squared                 =   0.88880
Durbin-Watson statistic   =   2.63652
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!              *+                      !!          .  0.   .          !
 1972.4!           *     +                    !!      0   .   .   .          !
 1973.1!    *         +                       !!  0       .   .   .          !
 1973.2!        +                             !!          .   .0  .          !
 1973.3*        +                             !!   0      .   .   .          !
 1973.4+           *                          !!          .   .   .          0
 1974.1!  *  +                                !!          .0  .   .          !
 1974.2!     +       *                        !!          .   .   .     0    !
 1974.3!         *   +                        !!         0.   .   .          !
 1974.4!     *     +                          !!     0    .   .   .          !
 1975.1!   *     +                            !!       0  .   .   .          !
 1975.2!        +*                            !!          .   . 0 .          !
 1975.3!       *   +                          !!         0.   .   .          !
 1975.4!          +     *                     !!          .   .   .   0      !
 1976.1!              *  +                    !!          0   .   .          !
 1976.2!             *+                       !!          . 0 .   .          !
 1976.3!       *    +                         !!        0 .   .   .          !
 1976.4!       +*                             !!          .   .0  .          !
 1977.1! *     +                              !!       0  .   .   .          !
 1977.2! +   *                                !!          .   .   .0         !
 1977.3!  * +                                 !!          . 0 .   .          !
 1977.4!   *+                                 !!          .  0.   .          !
 1978.1!   +*                                 !!          .   .0  .          !
 1978.2!      +    *                          !!          .   .   . 0        !
 1978.3!      *  +                            !!          .0  .   .          !
 1978.4!     +  *                             !!          .   .   .0         !
 1979.1!      +    *                          !!          .   .   . 0        !
 1979.2!         +*                           !!          .   . 0 .          !
 1979.3!      *   +                           !!         0.   .   .          !
 1979.4!        + *                           !!          .   .  0.          !
 1980.1!           +*                         !!          .   .0  .          !
 1980.2!             +*                       !!          .   .0  .          !
 1980.3!            *  +                      !!         0.   .   .          !
 1980.4!              +*                      !!          .   . 0 .          !
 1981.1!               *+                     !!          .  0.   .          !
 1981.2!              +  *                    !!          .   .   0          !
 1981.3!            * +                       !!          .0  .   .          !
 1981.4!            +                         !!          .   .0  .          !
 1982.1!              +  *                    !!          .   .   .0         !
 1982.2!              *  +                    !!          0   .   .          !
 1982.3!            *   +                     !!         0.   .   .          !
 1982.4!            * +                       !!          . 0 .   .          !
 1983.1!               +                      !!          .   0   .          !
 1983.2!               * +                    !!          . 0 .   .          !
 1983.3!            *    +                    !!       0  .   .   .          !
 1983.4!             +  *                     !!          .   .   0          !
 1984.1!             *   +                    !!          0   .   .          !
 1984.2!               +    *                 !!          .   .   .  0       !
 1984.3!           *       +                  !!    0     .   .   .          !
 1984.4!              +*                      !!          .   . 0 .          !
 1985.1!                  +*                  !!          .   .0  .          !
 1985.2!                 *  +                 !!          0   .   .          !
 1985.3!              *    +                  !!       0  .   .   .          !
 1985.4!                +*                    !!          .   .0  .          !
 1986.1!                  +*                  !!          .   .0  .          !
 1986.2!                    +*                !!          .   . 0 .          !
 1986.3!                *   +                 !!        0 .   .   .          !
 1986.4!                 +*                   !!          .   . 0 .          !
 1987.1!                 * +                  !!          . 0 .   .          !
 1987.2!                   + *                !!          .   .  0.          !
 1987.3!                   *  +               !!          0   .   .          !
 1987.4!                    +    *            !!          .   .   . 0        !
 1988.1!                     *   +            !!        0 .   .   .          !
 1988.2!                      +               !!          .   0   .          !
 1988.3!                  *    +              !!        0 .   .   .          !
 1988.4!                     +     *          !!          .   .   .   0      !
 1989.1!                      *     +         !!       0  .   .   .          !
 1989.2!                        + *           !!          .   . 0 .          !
 1989.3!                      *   +           !!          0   .   .          !
 1989.4!                       +  *           !!          .   .   0          !
 1990.1!                         *+           !!          . 0 .   .          !
 1990.2!                         +*           !!          .   .0  .          !
 1990.3!                       *  +           !!          0   .   .          !
 1990.4!                         +  *         !!          .   .   0          !
 1991.1!                         *   +        !!         0.   .   .          !
 1991.2!                          +*          !!          .   .0  .          !
 1991.3!                        *  +          !!          0   .   .          !
 1991.4!                          +     *     !!          .   .   .   0      !
 1992.1!                             * +      !!          .0  .   .          !
 1992.2!                              + *     !!          .   .  0.          !
 1992.3!                            *   +     !!          0   .   .          !
 1992.4!                             +*       !!          .   . 0 .          !
 1993.1!                              +       !!          .  0.   .          !
 1993.2!                             *+       !!          .  0.   .          !
 1993.3!                            *+        !!          .  0.   .          !
 1993.4!                             +*       !!          .   . 0 .          !
 1994.1!                           *   +      !!          0   .   .          !
 1994.2!                            +*        !!          .   .0  .          !
 1994.3!                            +         !!          .   0   .          !
 1994.4!                            +  *      !!          .   .   0          !
 1995.1!                         *   +        !!         0.   .   .          !
 1995.2!                         +    *       !!          .   .   . 0        !
 1995.3!                         *   +        !!          0   .   .          !
 1995.4!                         *+           !!          .   0   .          !
 1996.1!                          + *         !!          .   .  0.          !
 1996.2!                            +    *    !!          .   .   . 0        !
 1996.3!                            * +       !!          . 0 .   .          !
 1996.4!                            +*        !!          .   . 0 .          !
 1997.1!                           * +        !!          . 0 .   .          !
 1997.2!                           +  *       !!          .   .  0.          !
 1997.3!                           +          !!          .   0   .          !
 1997.4!                         +   *        !!          .   .   .0         !
 1998.1!                          *+          !!          .  0.   .          !
 1998.2!                         +   *        !!          .   .   . 0        !
 1998.3!                           +*         !!          .   . 0 .          !
 1998.4!                          + *         !!          .   .  0.          !
 1999.1!                          *+          !!          .  0.   .          !
 1999.2!                         +   *        !!          .   .   . 0        !
 1999.3!                            +*        !!          .   .0  .          !
 1999.4!                            +  *      !!          .   .  0.          !
 2000.1!                            * +       !!          . 0 .   .          !
 2000.2!                            +   *     !!          .   .   .0         !
 2000.3!                              +*      !!          .   0   .          !
 2000.4!                             *+       !!          .  0.   .          !
 2001.1!                             +        !!          .   0   .          !
 2001.2!                             +  *     !!          .   .   .0         !
 2001.3!                               + *    !!          .   . 0 .          !
 2001.4!                               *+     !!          .  0.   .          !
 2002.1!                              +       !!          .   0   .          !
 2002.2!                             +    *   !!          .   .   .0         !
 2002.3!                                 + *  !!          .   . 0 .          !
 2002.4!                                 *+   !!          .  0.   .          !
 2003.1!                                 +    !!          .   0   .          !
 2003.2!                                +  *  !!          .   .   0          !
 2003.3!                                  +*  !!          .   .0  .          !
 2003.4!                                *+    !!          .  0.   .          !
 2004.1!                                +     !!          .   .0  .          !
 2004.2!                               +   *  !!          .   .   0          !
 2004.3!                                  + * !!          .   .   0          !
 2004.4!                              *    +  !!        0 .   .   .          !
 2005.1!                               +   *  !!          .   .   . 0        !
 2005.2!                                  +  *!!          .   .  0.          !
 2005.3!                                   +  *!          .   .  0.          !
 2005.4!                                   *+ !!          .  0.   .          !
 2006.1!                                 * +  !!          . 0 .   .          !
 2006.2!                                 +*   !!          .   . 0 .          !
 2006.3!                                  +*  !!          .   .0  .          !
 2006.4!                                 *+   !!          . 0 .   .          !
 2007.1!                                *+    !!          . 0 .   .          !
 2007.2!                                + *   !!          .   . 0 .          !
 2007.3!                                  +   !!          .   0   .          !
 2007.4!                                * +   !!          .0  .   .          !
 2008.1!                              * +     !!          .0  .   .          !
 2008.2!                               +      !!          .   0   .          !
 2008.3!                                +     !!          .   0   .          !
 2008.4!                               + *    !!          .   . 0 .          !
 2009.1!                                +     !!          .   .0  .          !
 2009.2!                                +   * !!          .   .   .0         !
 2009.3!                                   +  !!          .   0   .          !
 2009.4!                                * +   !!          .0  .   .          !
 2010.1!                               * +    !!          .  0.   .          !
 2010.2!                               +*     !!          .   .0  .          !
 2010.3!                               +*     !!          .   .0  .          !
 2010.4!                              *+      !!          .   0   .          !
 2011.1!                             *+       !!          .   0   .          !
 2011.2!                             +*       !!          .   . 0 .          !
 2011.3!                             + *      !!          .   . 0 .          !
 2011.4!                          *  +        !!          0   .   .          !
 2012.1!                          +*          !!          .   .0  .          !
 2012.2!                          +*          !!          .   .0  .          !
 2012.3!                           +  *       !!          .   .  0.          !
 2012.4!                           * +        !!          . 0 .   .          !


     32.10 percent of the residuals exceed 1 SE
      4.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPHUS=PHPX$Q/USPMM;                                                     
 GENR LAAPHUS=LOG(AAPHUS+.00001);                                             
 GENR LAPHUS=LOG(APHUS+.00001);                                               
 LHS AAPHUS=EXP(LAAPHUS)-.00001;                                              
  EQ   31 LAAPHUS C LAPHUS(-1) PPHUS;                                         
EQUATION 331  LAAPHUS  
   RHS     C  LAPHUS(-1)  PPHUS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  331 PLOT=0;END;                                                     

Equation number =  331
**********************

Dependent variable = LAAPHUS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.959225274

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.274964547       0.153145182  -1.79545     1.000000
11402 LAPHUS  ( -1)       0.936448585       0.030040587  31.17278    -4.951255
11400 PPHUS   (  0)      -0.038705282       0.043005609  -0.90001     1.231486

SE of equation            =     0.136876438
Sum of squared residuals  =  3.46600445      -0.550128831E-10
Average absolute error    =     0.091002475
Sum of ABS residuals      =  17.1084653    
R squared                 =   0.84229
Durbin-Watson statistic   =   2.29997
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                           *+         !!           . 0.  .           !
 1966.2!                          +           !!           .  0  .           !
 1966.3!                         +            !!           .  0  .           !
 1966.4!                        +*            !!           .  .0 .           !
 1967.1!                        +*            !!           .  .0 .           !
 1967.2!                        +*            !!           .  .0 .           !
 1967.3!                        + *           !!           .  . 0.           !
 1967.4!                         +            !!           .  0  .           !
 1968.1!                       *+             !!           . 0.  .           !
 1968.2!                       +              !!           .  .0 .           !
 1968.3!                      +               !!           .  0  .           !
 1968.4!                     +                !!           .  0  .           !
 1969.1!                    +                 !!           .  0  .           !
 1969.2!                  *+                  !!           .0 .  .           !
 1969.3!                 +                    !!           .  0  .           !
 1969.4!                 +*                   !!           .  .0 .           !
 1970.1!                  +     *             !!           .  .  .  0        !
 1970.2!                       +     *        !!           .  .  .  0        !
 1970.3!                             +        !!           .  .0 .           !
 1970.4!                             +        !!           .  0  .           !
 1971.1!                            +         !!           .  0  .           !
 1971.2!                           +          !!           . 0.  .           !
 1971.3!                          +           !!           . 0.  .           !
 1971.4!                         +*           !!           .  .0 .           !
 1972.1!                         *+           !!           . 0.  .           !
 1972.2!                        +*            !!           .  0  .           !
 1972.3!                        +             !!           .  0  .           !
 1972.4!                      * +             !!           .0 .  .           !
 1973.1!                      +        *      !!           .  .  .      0    !
 1973.2!                               +      !!           .  .0 .           !
 1973.3!                        *      +      !!       0   .  .  .           !
 1973.4!                     * +              !!           .0 .  .           !
 1974.1!                     +             *  !!           .  .  .           0
 1974.2!                                  +   *!           .  .  .0          !
 1974.3!                           *         +!!    0      .  .  .           !
 1974.4!                          +     *     !!           .  .  . 0         !
 1975.1!                          *    +      !!         0 .  .  .           !
 1975.2!                   *     +            !!       0   .  .  .           !
 1975.3!                   +          *       !!           .  .  .        0  !
 1975.4!                     *       +        !!     0     .  .  .           !
 1976.1!                     +  *             !!           .  .  0           !
 1976.2!                        + *           !!           .  .  0           !
 1976.3!                         *+           !!           . 0.  .           !
 1976.4!                        +*            !!           .  .0 .           !
 1977.1!                       * +            !!           .0 .  .           !
 1977.2!                      +*              !!           .  .0 .           !
 1977.3!                       +              !!           .  .0 .           !
 1977.4!                       + *            !!           .  .  0           !
 1978.1!                     *   +            !!          0.  .  .           !
 1978.2!                 *   +                !!          0.  .  .           !
 1978.3!                 +     *              !!           .  .  .  0        !
 1978.4!                     *+               !!           . 0.  .           !
 1979.1!                     + *              !!           .  . 0.           !
 1979.2!                       +              !!           .  0  .           !
 1979.3!                      + *             !!           .  . 0.           !
 1979.4!                        +             !!           .  .0 .           !
 1980.1!                        +   *         !!           .  .  .0          !
 1980.2!                           +          !!           .  0  .           !
 1980.3!                           + *        !!           .  . 0.           !
 1980.4!                            + *       !!           .  . 0.           !
 1981.1!                             *+       !!           . 0.  .           !
 1981.2!                        *   +         !!          0.  .  .           !
 1981.3!                      * +             !!           . 0.  .           !
 1981.4!                      + *             !!           .  . 0.           !
 1982.1!                       +              !!           .  0  .           !
 1982.2!                       +*             !!           .  .0 .           !
 1982.3!                      * +             !!           .0 .  .           !
 1982.4!                      +*              !!           .  .0 .           !
 1983.1!                       + *            !!           .  . 0.           !
 1983.2!                        +*            !!           .  .0 .           !
 1983.3!                        *+            !!           . 0.  .           !
 1983.4!                        +   *         !!           .  .  .0          !
 1984.1!                        *   +         !!          0.  .  .           !
 1984.2!                     *  +             !!           .0 .  .           !
 1984.3!                     +  *             !!           .  .  0           !
 1984.4!                       *+             !!           . 0.  .           !
 1985.1!                  *    +              !!         0 .  .  .           !
 1985.2!               *  +                   !!           0  .  .           !
 1985.3!                +*                    !!           .  . 0.           !
 1985.4!                *+                    !!           . 0.  .           !
 1986.1!                 +                    !!           .  0  .           !
 1986.2!                 +                    !!           .  0  .           !
 1986.3!                 + *                  !!           .  . 0.           !
 1986.4!                   +                  !!           .  0  .           !
 1987.1!                  *+                  !!           .0 .  .           !
 1987.2!                  + *                 !!           .  . 0.           !
 1987.3!                    +*                !!           .  .0 .           !
 1987.4!                     +*               !!           .  .0 .           !
 1988.1!                     *+               !!           . 0.  .           !
 1988.2!                     +*               !!           .  .0 .           !
 1988.3!                      +               !!           .  0  .           !
 1988.4!                      +*              !!           .  .0 .           !
 1989.1!                     * +              !!           0  .  .           !
 1989.2!                     + *              !!           .  .  0           !
 1989.3!                       +              !!           .  0  .           !
 1989.4!                       +*             !!           .  .0 .           !
 1990.1!                      * +             !!           .0 .  .           !
 1990.2!                     *+               !!           . 0.  .           !
 1990.3!                     + *              !!           .  . 0.           !
 1990.4!                       + *            !!           .  . 0.           !
 1991.1!                        *+            !!           . 0.  .           !
 1991.2!                      * +             !!           .0 .  .           !
 1991.3!                     *+               !!           .  0  .           !
 1991.4!                     +*               !!           .  .0 .           !
 1992.1!                      +               !!           .  0  .           !
 1992.2!                    * +               !!           .0 .  .           !
 1992.3!                    + *               !!           .  . 0.           !
 1992.4!                      +               !!           .  0  .           !
 1993.1!                    * +               !!           .0 .  .           !
 1993.2!                    +                 !!           .  0  .           !
 1993.3!                    +  *              !!           .  .  0           !
 1993.4!                       +*             !!           .  .0 .           !
 1994.1!                     * +              !!           .0 .  .           !
 1994.2!                    *+                !!           . 0.  .           !
 1994.3!                    +*                !!           .  .0 .           !
 1994.4!                    *+                !!           . 0.  .           !
 1995.1!                    +                 !!           .  0  .           !
 1995.2!                   + *                !!           .  . 0.           !
 1995.3!                     + *              !!           .  . 0.           !
 1995.4!                       +              !!           .  0  .           !
 1996.1!                      *+              !!           . 0.  .           !
 1996.2!                     +                !!           .  0  .           !
 1996.3!                     +                !!           .  0  .           !
 1996.4!                     +*               !!           .  .0 .           !
 1997.1!                      +*              !!           .  . 0.           !
 1997.2!                       +              !!           .  0  .           !
 1997.3!                      +  *            !!           .  .  0           !
 1997.4!                         +  *         !!           .  .  0           !
 1998.1!                            +         !!           .  .0 .           !
 1998.2!                           *+         !!           . 0.  .           !
 1998.3!                          +  *        !!           .  .  0           !
 1998.4!                           * +        !!           .0 .  .           !
 1999.1!                         * +          !!           .0 .  .           !
 1999.2!                        +             !!           .  0  .           !
 1999.3!                        +*            !!           .  . 0.           !
 1999.4!                        *+            !!           .  0  .           !
 2000.1!                        +             !!           .  0  .           !
 2000.2!                      *+              !!           . 0.  .           !
 2000.3!                      +  *            !!           .  .  .0          !
 2000.4!                         +  *         !!           .  .  0           !
 2001.1!                       *   +          !!          0.  .  .           !
 2001.2!                     * +              !!           .0 .  .           !
 2001.3!                     +*               !!           .  .0 .           !
 2001.4!                      +*              !!           .  .0 .           !
 2002.1!                     *+               !!           . 0.  .           !
 2002.2!                    *+                !!           . 0.  .           !
 2002.3!                    +*                !!           .  .0 .           !
 2002.4!                    *+                !!           . 0.  .           !
 2003.1!                    +                 !!           .  0  .           !
 2003.2!                 *  +                 !!           .0 .  .           !
 2003.3!                 +                    !!           .  0  .           !
 2003.4!                *+                    !!           .0 .  .           !
 2004.1!               *+                     !!           . 0.  .           !
 2004.2!               +                      !!           . 0.  .           !
 2004.3!               +  *                   !!           .  .  0           !
 2004.4!              *   +                   !!          0.  .  .           !
 2005.1!              *+                      !!           . 0.  .           !
 2005.2!            * +                       !!           .0 .  .           !
 2005.3!             +                        !!           .  0  .           !
 2005.4!             + *                      !!           .  . 0.           !
 2006.1!             * +                      !!           .0 .  .           !
 2006.2!             +                        !!           . 0.  .           !
 2006.3!             +                        !!           .  0  .           !
 2006.4!             +                        !!           .  0  .           !
 2007.1!           *  +                       !!           .0 .  .           !
 2007.2!          * +                         !!           .0 .  .           !
 2007.3!         * +                          !!           . 0.  .           !
 2007.4!          +                           !!           .  .0 .           !
 2008.1!        *  +                          !!           0  .  .           !
 2008.2!        +                             !!           .  0  .           !
 2008.3!       * +                            !!           .0 .  .           !
 2008.4!        +                             !!           .  0  .           !
 2009.1!       * +                            !!           .0 .  .           !
 2009.2!        + *                           !!           .  . 0.           !
 2009.3!          +                           !!           . 0.  .           !
 2009.4!         *+                           !!           . 0.  .           !
 2010.1!          +                           !!           .  0  .           !
 2010.2!        * +                           !!           .0 .  .           !
 2010.3!      *  +                            !!           0  .  .           !
 2010.4!    * +                               !!           .0 .  .           !
 2011.1!     +                                !!           .  0  .           !
 2011.2!    * +                               !!           .0 .  .           !
 2011.3!  * +                                 !!           .0 .  .           !
 2011.4! * +                                  !!           .0 .  .           !
 2012.1!  +  *                                !!           .  .  0           !
 2012.2!   *  +                               !!           0  .  .           !
 2012.3! *  +                                 !!           0  .  .           !
 2012.4*  +                                   !!           0  .  .           !


     19.15 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHUS=THPX$Q/USPMM;                                                     
 GENR LAATHUS=LOG(AATHUS+.00001);                                             
 GENR LATHUS=LOG(ATHUS+.00001);                                               
 LHS AATHUS=EXP(LAATHUS)-.00001;                                              
  EQ   32 LAATHUS C LATHUS(-1) PTHUS;                                         
EQUATION 332  LAATHUS  
   RHS     C  LATHUS(-1)  PTHUS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  332 PLOT=0;END;                                                     

Equation number =  332
**********************

Dependent variable = LAATHUS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.126290489

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.096124668       0.063292946  -1.51873     1.000000
11405 LATHUS  ( -1)       0.966195138       0.018248005  52.94799    -5.137193
11403 PTHUS   (  0)      -0.052689922       0.062536823  -0.84254     1.264657

SE of equation            =     0.127711115
Sum of squared residuals  =  3.01737386      -0.293276514E-11
Average absolute error    =     0.084357238
Sum of ABS residuals      =  15.8591607    
R squared                 =   0.97260
Durbin-Watson statistic   =   2.56184
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*  +                                   !!         0.   .   .          !
 1966.2*+                                     !!          .  0.   .          !
 1966.3!+ *                                   !!          .   .  0.          !
 1966.4!  +   *                               !!          .   .   .  0       !
 1967.1!       +  *                           !!          .   .   . 0        !
 1967.2!          + *                         !!          .   .  0.          !
 1967.3!            +*                        !!          .   .0  .          !
 1967.4!            *+                        !!          .  0.   .          !
 1968.1!         *  +                         !!       0  .   .   .          !
 1968.2!        *+                            !!          . 0 .   .          !
 1968.3!       *+                             !!          .0  .   .          !
 1968.4!       +*                             !!          .   . 0 .          !
 1969.1!         +                            !!          .   .0  .          !
 1969.2!         +                            !!          .  0.   .          !
 1969.3!          +                           !!          .   .0  .          !
 1969.4!          +                           !!          .  0.   .          !
 1970.1!         *+                           !!          .0  .   .          !
 1970.2!         *+                           !!          .  0.   .          !
 1970.3!         *+                           !!          . 0 .   .          !
 1970.4!        * +                           !!          . 0 .   .          !
 1971.1!         +                            !!          .   0   .          !
 1971.2!         *+                           !!          .   0   .          !
 1971.3!          +                           !!          .   0   .          !
 1971.4!           + *                        !!          .   .  0.          !
 1972.1!           * +                        !!          0   .   .          !
 1972.2!           *+                         !!          .  0.   .          !
 1972.3!            +                         !!          .   0   .          !
 1972.4!           * +                        !!          .0  .   .          !
 1973.1!      *    +                          !!    0     .   .   .          !
 1973.2!       +  *                           !!          .   .   . 0        !
 1973.3!    *     +                           !!   0      .   .   .          !
 1973.4! *  +                                 !!        0 .   .   .          !
 1974.1! +*                                   !!          .   . 0 .          !
 1974.2!   +*                                 !!          .   . 0 .          !
 1974.3!    +                                 !!          .  0.   .          !
 1974.4!    +                                 !!          .   0   .          !
 1975.1!     +   *                            !!          .   .   .    0     !
 1975.2!     *    +                           !!     0    .   .   .          !
 1975.3!      +       *                       !!          .   .   .          0
 1975.4!          *   +                       !!       0  .   .   .          !
 1976.1!           +                          !!          .   .0  .          !
 1976.2!          * +                         !!          .0  .   .          !
 1976.3!       *  +                           !!         0.   .   .          !
 1976.4!        +   *                         !!          .   .   .  0       !
 1977.1!        *   +                         !!       0  .   .   .          !
 1977.2!         +*                           !!          .   . 0 .          !
 1977.3!        * +                           !!          .0  .   .          !
 1977.4!         +                            !!          .   0   .          !
 1978.1!        *+                            !!          .0  .   .          !
 1978.2!        + *                           !!          .   .  0.          !
 1978.3!          + *                         !!          .   .  0.          !
 1978.4!            +*                        !!          .   .0  .          !
 1979.1!             +                        !!          .   0   .          !
 1979.2!             +  *                     !!          .   .   . 0        !
 1979.3!          *     +                     !!   0      .   .   .          !
 1979.4!           +  *                       !!          .   .   . 0        !
 1980.1!               +     *                !!          .   .   .      0   !
 1980.2!                 *   +                !!       0  .   .   .          !
 1980.3!                 +*                   !!          .   . 0 .          !
 1980.4!                  *+                  !!          .   0   .          !
 1981.1!            *      +                  !!  0       .   .   .          !
 1981.2!             +   *                    !!          .   .   .   0      !
 1981.3!                 +   *                !!          .   .   . 0        !
 1981.4!                  *  +                !!         0.   .   .          !
 1982.1!                   + *                !!          .   .   .0         !
 1982.2!                   *  +               !!         0.   .   .          !
 1982.3!                    +                 !!          .   . 0 .          !
 1982.4!                   * +                !!          .0  .   .          !
 1983.1!                *   +                 !!        0 .   .   .          !
 1983.2!                 +                    !!          .   .0  .          !
 1983.3!                  +*                  !!          .   . 0 .          !
 1983.4!                   *+                 !!          . 0 .   .          !
 1984.1!                  *+                  !!          . 0 .   .          !
 1984.2!                  + *                 !!          .   .  0.          !
 1984.3!                   *+                 !!          . 0 .   .          !
 1984.4!                    +*                !!          .   .  0.          !
 1985.1!                      +               !!          .   0   .          !
 1985.2!                     *+               !!          .0  .   .          !
 1985.3!                    *+                !!          .  0.   .          !
 1985.4!                     + *              !!          .   .   0          !
 1986.1!                       *+             !!          . 0 .   .          !
 1986.2!                      *+              !!          .0  .   .          !
 1986.3!                      +               !!          .   0   .          !
 1986.4!                      +*              !!          .   .0  .          !
 1987.1!                       +              !!          .   0   .          !
 1987.2!                        + *           !!          .   .  0.          !
 1987.3!                         *+           !!          . 0 .   .          !
 1987.4!                         +*           !!          .   . 0 .          !
 1988.1!                        *  +          !!          0   .   .          !
 1988.2!                        + *           !!          .   .   0          !
 1988.3!                           +          !!          .   . 0 .          !
 1988.4!                            +         !!          .   . 0 .          !
 1989.1!                            *+        !!          .   0   .          !
 1989.2!                            + *       !!          .   .  0.          !
 1989.3!                              +*      !!          .   .  0.          !
 1989.4!                               +*     !!          .   .0  .          !
 1990.1!                              * +     !!          .0  .   .          !
 1990.2!                              +*      !!          .   . 0 .          !
 1990.3!                               +    * !!          .   .   .   0      !
 1990.4!                                    + !!          .   .0  .          !
 1991.1!                                   *+ !!          .  0.   .          !
 1991.2!                                  *+  !!          . 0 .   .          !
 1991.3!                                  +  *!!          .   .   .0         !
 1991.4!                                     +!!          .   0   .          !
 1992.1!                                     +!!          .   .0  .          !
 1992.2!                                     +!!          .   0   .          !
 1992.3!                                     +*!          .   . 0 .          !
 1992.4!                                      +!          .   0   .          !
 1993.1!                                      +!          .   0   .          !
 1993.2!                                    *+!!          .0  .   .          !
 1993.3!                                    +*!!          .   .  0.          !
 1993.4!                                     +!!          .   0   .          !
 1994.1!                                     +!!          .   0   .          !
 1994.2!                                     +!!          .   0   .          !
 1994.3!                                     +*!          .   . 0 .          !
 1994.4!                                     *+!          .  0.   .          !
 1995.1!                                     +!!          .   0   .          !
 1995.2!                                     +!!          .   0   .          !
 1995.3!                                    *+!!          .   0   .          !
 1995.4!                                    + !!          .   0   .          !
 1996.1!                                   *+ !!          .0  .   .          !
 1996.2!                                  +   !!          .  0.   .          !
 1996.3!                                  +   !!          .   0   .          !
 1996.4!                                  +   !!          .   .0  .          !
 1997.1!                                 *+   !!          .  0.   .          !
 1997.2!                                 +*   !!          .   .0  .          !
 1997.3!                                  +   !!          .   .0  .          !
 1997.4!                                  +*  !!          .   . 0 .          !
 1998.1!                                   +* !!          .   . 0 .          !
 1998.2!                                   *+ !!          .  0.   .          !
 1998.3!                                   +* !!          .   .0  .          !
 1998.4!                                   +* !!          .   0   .          !
 1999.1!                                  *+  !!          . 0 .   .          !
 1999.2!                                  +*  !!          .   . 0 .          !
 1999.3!                                   +  !!          .  0.   .          !
 1999.4!                                   +* !!          .   .  0.          !
 2000.1!                                    + !!          .  0.   .          !
 2000.2!                                   +  !!          .  0.   .          !
 2000.3!                                   +* !!          .   . 0 .          !
 2000.4!                                   +* !!          .   0   .          !
 2001.1!                                   +  !!          .  0.   .          !
 2001.2!                                   +  !!          .   0   .          !
 2001.3!                                   +* !!          .   .0  .          !
 2001.4!                                   *+ !!          .   0   .          !
 2002.1!                                   +  !!          .   0   .          !
 2002.2!                                   +  !!          .   0   .          !
 2002.3!                                   +  !!          .   0   .          !
 2002.4!                                   +  !!          .   0   .          !
 2003.1!                                   +  !!          .   0   .          !
 2003.2!                                  *+  !!          .  0.   .          !
 2003.3!                                  +   !!          .  0.   .          !
 2003.4!                                  +   !!          .   0   .          !
 2004.1!                                  +*  !!          .   . 0 .          !
 2004.2!                                  *+  !!          . 0 .   .          !
 2004.3!                                  +   !!          .   0   .          !
 2004.4!                                  +*  !!          .   .0  .          !
 2005.1!                                  *+  !!          .   0   .          !
 2005.2!                                  +   !!          . 0 .   .          !
 2005.3!                                  +   !!          .   .0  .          !
 2005.4!                                 *+   !!          . 0 .   .          !
 2006.1!                                 + *  !!          .   . 0 .          !
 2006.2!                                   +  !!          .   0   .          !
 2006.3!                                   +  !!          .   0   .          !
 2006.4!                                  *+  !!          .  0.   .          !
 2007.1!                                  +   !!          .   0   .          !
 2007.2!                                  +   !!          .  0.   .          !
 2007.3!                                 *+   !!          .  0.   .          !
 2007.4!                                 +*   !!          .   . 0 .          !
 2008.1!                                  +   !!          .   .0  .          !
 2008.2!                                 *+   !!          . 0 .   .          !
 2008.3!                                 +    !!          .  0.   .          !
 2008.4!                                *+    !!          .  0.   .          !
 2009.1!                                +*    !!          .   .0  .          !
 2009.2!                                 +    !!          .   .0  .          !
 2009.3!                                 +    !!          .   0   .          !
 2009.4!                                 +    !!          .   .0  .          !
 2010.1!                                 +    !!          .   0   .          !
 2010.2!                                 +    !!          .  0.   .          !
 2010.3!                                +*    !!          .   . 0 .          !
 2010.4!                                 +    !!          .   0   .          !
 2011.1!                                 +*   !!          .   .0  .          !
 2011.2!                                 *+   !!          .   0   .          !
 2011.3!                                 +    !!          .  0.   .          !
 2011.4!                               *+     !!          .0  .   .          !
 2012.1!                               + *    !!          .   .   0          !
 2012.2!                                 +    !!          .   0   .          !
 2012.3!                                +     !!          .  0.   .          !
 2012.4!                                +*    !!          .   .0  .          !


     18.09 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHUS=CHPX$Q/USPMM;                                                     
 GENR LAACHUS=LOG(AACHUS+.00001);                                             
 GENR LACHUS=LOG(ACHUS+.00001);                                               
 LHS AACHUS=EXP(LAACHUS)-.00001;                                              
  EQ   33 LAACHUS C LACHUS(-1) PCHUS;                                         
EQUATION 333  LAACHUS  
   RHS     C  LACHUS(-1)  PCHUS  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  333 PLOT=0;END;                                                     

Equation number =  333
**********************

Dependent variable = LAACHUS 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -3.444837432

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.229239327       0.321849064   0.71226     1.000000
11408 LACHUS  ( -1)       0.973405697       0.024129031  40.34168    -3.472019
11406 PCHUS   (  0)      -0.251626759       0.326782861  -0.77001     1.169962

SE of equation            =     0.199169159
Sum of squared residuals  =  4.87920753       0.506616971E-11
Average absolute error    =     0.155894272
Sum of ABS residuals      =  19.6426783    
R squared                 =   0.97199
Durbin-Watson statistic   =   2.90759
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3! *+                                   !!         .   0.    .         !
 1981.4!  + *                                 !!         .    .    . 0       !
 1982.1!  *  +                                !!      0  .    .    .         !
 1982.2!  +   *                               !!         .    .    .   0     !
 1982.3!  *   +                               !!     0   .    .    .         !
 1982.4!   +*                                 !!         .    .   0.         !
 1983.1*    +                                 !!0        .    .    .         !
 1983.2+   *                                  !!         .    .    .    0    !
 1983.3!  * +                                 !!         . 0  .    .         !
 1983.4!  *+                                  !!         .  0 .    .         !
 1984.1! *+                                   !!         . 0  .    .         !
 1984.2! +  *                                 !!         .    .    .  0      !
 1984.3!  *  +                                !!       0 .    .    .         !
 1984.4!  +                                   !!         .   0.    .         !
 1985.1!* +                                   !!        0.    .    .         !
 1985.2!+*                                    !!         .    . 0  .         !
 1985.3! +*                                   !!         .    .0   .         !
 1985.4!  + *                                 !!         .    .    0         !
 1986.1!*    +                                !!   0     .    .    .         !
 1986.2! +*                                   !!         .    .   0.         !
 1986.3!   +                                  !!         .    0    .         !
 1986.4!   + *                                !!         .    .   0.         !
 1987.1!   *  +                               !!      0  .    .    .         !
 1987.2!   + *                                !!         .    .  0 .         !
 1987.3!   * +                                !!        0.    .    .         !
 1987.4!    +*                                !!         .    . 0  .         !
 1988.1!   * +                                !!       0 .    .    .         !
 1988.2!   +                                  !!         .    0    .         !
 1988.3!   *+                                 !!         .   0.    .         !
 1988.4!    + *                               !!         .    .   0.         !
 1989.1!  *   +                               !!   0     .    .    .         !
 1989.2!   + *                                !!         .    .    .0        !
 1989.3!      +                               !!         .    0    .         !
 1989.4!     *+                               !!         . 0  .    .         !
 1990.1!    * +                               !!         .0   .    .         !
 1990.2!     + *                              !!         .    .    0         !
 1990.3!       +                              !!         .   0.    .         !
 1990.4!        + *                           !!         .    .    . 0       !
 1991.1!     *     +                          !!0        .    .    .         !
 1991.2!      + *                             !!         .    .    0         !
 1991.3!        +*                            !!         .    .0   .         !
 1991.4!         +  *                         !!         .    .    .0        !
 1992.1!       *    +                         !!0        .    .    .         !
 1992.2!       +  *                           !!         .    .    . 0       !
 1992.3!           +*                         !!         .    .  0 .         !
 1992.4!            +  *                      !!         .    .    .0        !
 1993.1!             * +                      !!        0.    .    .         !
 1993.2!             +  *                     !!         .    .    .  0      !
 1993.3!                + *                   !!         .    .    0         !
 1993.4!                   +*                 !!         .    .  0 .         !
 1994.1!              *     +                 !0         .    .    .         !
 1994.2!               +  *                   !!         .    .    .  0      !
 1994.3!                  +*                  !!         .    .  0 .         !
 1994.4!                    +*                !!         .    .  0 .         !
 1995.1!                 *   +                !!   0     .    .    .         !
 1995.2!                 + *                  !!         .    .    .0        !
 1995.3!                    +                 !!         .    .0   .         !
 1995.4!                    +                 !!         .  0 .    .         !
 1996.1!                *   +                 !!  0      .    .    .         !
 1996.2!                + *                   !!         .    .    .0        !
 1996.3!                   +*                 !!         .    .   0.         !
 1996.4!                    +*                !!         .    .  0 .         !
 1997.1!                 *    +               !!   0     .    .    .         !
 1997.2!                 +  *                 !!         .    .    . 0       !
 1997.3!                    +*                !!         .    . 0  .         !
 1997.4!                     +                !!         .    0    .         !
 1998.1!                  *  +                !!      0  .    .    .         !
 1998.2!                  +  *                !!         .    .    .0        !
 1998.3!                     +*               !!         .    .  0 .         !
 1998.4!                      +               !!         .    0    .         !
 1999.1!                   *  +               !!     0   .    .    .         !
 1999.2!                   + *                !!         .    .   0.         !
 1999.3!                     +*               !!         .    .  0 .         !
 1999.4!                      +               !!         .    0    .         !
 2000.1!                    * +               !!        0.    .    .         !
 2000.2!                    + *               !!         .    .   0.         !
 2000.3!                      +*              !!         .    . 0  .         !
 2000.4!                      *+              !!         . 0  .    .         !
 2001.1!                    * +               !!         .0   .    .         !
 2001.2!                    + *               !!         .    .    0         !
 2001.3!                      + *             !!         .    .   0.         !
 2001.4!                       *+             !!         .   0.    .         !
 2002.1!                      *+              !!         .  0 .    .         !
 2002.2!                       +*             !!         .    .    0         !
 2002.3!                        + *           !!         .    .    0         !
 2002.4!                          +           !!         .   0.    .         !
 2003.1!                         *+           !!         .  0 .    .         !
 2003.2!                         + *          !!         .    .    0         !
 2003.3!                           + *        !!         .    .   0.         !
 2003.4!                             +        !!         .    0    .         !
 2004.1!                            *+        !!         .0   .    .         !
 2004.2!                            +*        !!         .    .    0         !
 2004.3!                              +*      !!         .    . 0  .         !
 2004.4!                               +      !!         .    .0   .         !
 2005.1!                              *+      !!         . 0  .    .         !
 2005.2!                              + *     !!         .    .   0.         !
 2005.3!                                +*    !!         .    . 0  .         !
 2005.4!                                *+    !!         .   0.    .         !
 2006.1!                               * +    !!         . 0  .    .         !
 2006.2!                                +*    !!         .    .  0 .         !
 2006.3!                                 +*   !!         .    . 0  .         !
 2006.4!                                  +   !!         .    0    .         !
 2007.1!                                 *+   !!         . 0  .    .         !
 2007.2!                                 +*   !!         .    . 0  .         !
 2007.3!                                  +*  !!         .    . 0  .         !
 2007.4!                                   +  !!         .   0.    .         !
 2008.1!                                 * +  !!         0    .    .         !
 2008.2!                                 + *  !!         .    .  0 .         !
 2008.3!                                   +* !!         .    . 0  .         !
 2008.4!                                   *+ !!         .   0.    .         !
 2009.1!                                  *+  !!         . 0  .    .         !
 2009.2!                                  + * !!         .    .   0.         !
 2009.3!                                    +*!!         .    . 0  .         !
 2009.4!                                     +!!         .   0.    .         !
 2010.1!                                   * +!!         .0   .    .         !
 2010.2!                                   + *!!         .    .   0.         !
 2010.3!                                     +*!         .    .  0 .         !
 2010.4!                                     *+!         .  0 .    .         !
 2011.1!                                   * +!!         0    .    .         !
 2011.2!                                   + *!!         .    .  0 .         !
 2011.3!                                     +*!         .    . 0  .         !
 2011.4!                                      +!         .   0.    .         !
 2012.1!                                    * +!         0    .    .         !
 2012.2!                                    +*!!         .    .   0.         !
 2012.3!                                     +*!         .    .0   .         !
 2012.4!                                      +!         .    0    .         !


     28.57 percent of the residuals exceed 1 SE
      6.35 percent of the residuals exceed 2 SE
@EQ    34 LAAARUS C LAARUS(-1) PARUS;SMPL 1966.1 2012.4;OLS;EST   34 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRUS=BRPX$Q/USPMM;                                                     
 GENR LAABRUS=LOG(AABRUS+.00001);                                             
 GENR LABRUS=LOG(ABRUS+.00001);                                               
 LHS AABRUS=EXP(LAABRUS)-.00001;                                              
  EQ   35 LAABRUS C LABRUS(-1) PBRUS;                                         
EQUATION 334  LAABRUS  
   RHS     C  LABRUS(-1)  PBRUS  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  334 PLOT=0;END;                                                     

Equation number =  334
**********************

Dependent variable = LAABRUS 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.106917691

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.369796943       0.156366604  -2.36494     1.000000
11411 LABRUS  ( -1)       0.819043585       0.042344967  19.34217    -4.104234
11409 PBRUS   (  0)      -0.372124768       0.088289313  -4.21483     1.009269

SE of equation            =     0.126359574
Sum of squared residuals  =  1.96390925      -0.297171177E-10
Average absolute error    =     0.096414675
Sum of ABS residuals      =  12.1482491    
R squared                 =   0.82507
Durbin-Watson statistic   =   2.29386
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                +     *               !!         .    .    . 0       !
 1981.4!                     +          *     !!         .    .    .       0 !
 1982.1!                              +       !!         .   0.    .         !
 1982.2!                            +*        !!         .    .0   .         !
 1982.3!                            +   *     !!         .    .    0         !
 1982.4!                              + *     !!         .    .  0 .         !
 1983.1!                             *+       !!         .    0    .         !
 1983.2!                           + *        !!         .    . 0  .         !
 1983.3!                          +    *      !!         .    .    0         !
 1983.4!                            +   *     !!         .    .    0         !
 1984.1!                             +   *    !!         .    .    .0        !
 1984.2!                               +    * !!         .    .    .0        !
 1984.3!                               +  *   !!         .    .  0 .         !
 1984.4!                              +       *!         .    .    .    0    !
 1985.1!                             *    +   !!       0 .    .    .         !
 1985.2!                           + *        !!         .    .  0 .         !
 1985.3!                            +    *    !!         .    .    .0        !
 1985.4!                               +    * !!         .    .    . 0       !
 1986.1!                                 * +  !!         . 0  .    .         !
 1986.2!                                + *   !!         .    .  0 .         !
 1986.3!                                 +*   !!         .    .0   .         !
 1986.4!                  *            +      !0         .    .    .         !
 1987.1!                     +       *        !!         .    .    .    0    !
 1987.2!                             + *      !!         .    .  0 .         !
 1987.3!                              +*      !!         .    .0   .         !
 1987.4!                              +    *  !!         .    .    .0        !
 1988.1!                                   + *!!         .    . 0  .         !
 1988.2!                                  *+  !!         .   0.    .         !
 1988.3!                                + *   !!         .    .  0 .         !
 1988.4!                               *+     !!         .  0 .    .         !
 1989.1!                             *+       !!         .   0.    .         !
 1989.2!                             +*       !!         .    . 0  .         !
 1989.3!                              +*      !!         .    .0   .         !
 1989.4!                              *+      !!         .   0.    .         !
 1990.1!                               +*     !!         .    .0   .         !
 1990.2!                            *   +     !!         .0   .    .         !
 1990.3!                             +        !!         .    0    .         !
 1990.4!                          *  +        !!         .0   .    .         !
 1991.1!                        *  +          !!         .0   .    .         !
 1991.2!                        *+            !!         .  0 .    .         !
 1991.3!                  *     +             !!      0  .    .    .         !
 1991.4!                   +*                 !!         .    .0   .         !
 1992.1!                *  +                  !!         0    .    .         !
 1992.2!                 +  *                 !!         .    .  0 .         !
 1992.3!                *   +                 !!        0.    .    .         !
 1992.4!                  +   *               !!         .    .    0         !
 1993.1!              *       +               !!    0    .    .    .         !
 1993.2!                +  *                  !!         .    .  0 .         !
 1993.3!                   +    *             !!         .    .    .0        !
 1993.4!                    *   +             !!         0    .    .         !
 1994.1!                 *  +                 !!         .0   .    .         !
 1994.2!                  +                   !!         .   0.    .         !
 1994.3!                   +*                 !!         .    . 0  .         !
 1994.4!               *     +                !!       0 .    .    .         !
 1995.1!                 +                    !!         .    0    .         !
 1995.2!            *     +                   !!      0  .    .    .         !
 1995.3!               +                      !!         .    .0   .         !
 1995.4!               * +                    !!         .  0 .    .         !
 1996.1!            *    +                    !!        0.    .    .         !
 1996.2!              +*                      !!         .    .0   .         !
 1996.3!              * +                     !!         . 0  .    .         !
 1996.4!            *  +                      !!         . 0  .    .         !
 1997.1!            * +                       !!         .0   .    .         !
 1997.2!         *  +                         !!         .0   .    .         !
 1997.3!       *  +                           !!         . 0  .    .         !
 1997.4!    *   +                             !!         .0   .    .         !
 1998.1!        +  *                          !!         .    .  0 .         !
 1998.2!           *+                         !!         .  0 .    .         !
 1998.3!           *+                         !!         .   0.    .         !
 1998.4!         *   +                        !!         0    .    .         !
 1999.1!       *   +                          !!        0.    .    .         !
 1999.2!          +   *                       !!         .    .   0.         !
 1999.3!                +                     !!         .    0    .         !
 1999.4!          *       +                   !!     0   .    .    .         !
 2000.1!           * +                        !!         .  0 .    .         !
 2000.2!          *  +                        !!         0    .    .         !
 2000.3!           + *                        !!         .    . 0  .         !
 2000.4!            * +                       !!         .  0 .    .         !
 2001.1!              + *                     !!         .    . 0  .         !
 2001.2!              * +                     !!         . 0  .    .         !
 2001.3!               +  *                   !!         .    .   0.         !
 2001.4!                  *+                  !!         .   0.    .         !
 2002.1!                 * +                  !!         .  0 .    .         !
 2002.2!           *     +                    !!       0 .    .    .         !
 2002.3!                +           *         !!         .    .    .         0
 2002.4!                   *       +          !!     0   .    .    .         !
 2003.1!                     +*               !!         .    .0   .         !
 2003.2!                   *   +              !!         0    .    .         !
 2003.3!                   +                  !!         .    0    .         !
 2003.4!                *  +                  !!         .0   .    .         !
 2004.1!                   +                  !!         .    0    .         !
 2004.2!            *    +                    !!        0.    .    .         !
 2004.3!              +         *             !!         .    .    .      0  !
 2004.4!                  *   +               !!         0    .    .         !
 2005.1!                  +                   !!         .   0.    .         !
 2005.2!               * +                    !!         .  0 .    .         !
 2005.3!               +*                     !!         .    .0   .         !
 2005.4!               +                      !!         .    0    .         !
 2006.1!              *+                      !!         .  0 .    .         !
 2006.2!          * +                         !!         . 0  .    .         !
 2006.3!           +        *                 !!         .    .    .     0   !
 2006.4!            *    +                    !!        0.    .    .         !
 2007.1!            +                         !!         .    0    .         !
 2007.2!            +*                        !!         .    .0   .         !
 2007.3!             +  *                     !!         .    .   0.         !
 2007.4!           *  +                       !!         .0   .    .         !
 2008.1!       *  +                           !!         .0   .    .         !
 2008.2!        +     *                       !!         .    .    .  0      !
 2008.3!            +  *                      !!         .    .   0.         !
 2008.4!     *    +                           !!        0.    .    .         !
 2009.1!     *+                               !!         .   0.    .         !
 2009.2!      +                               !!         .    0    .         !
 2009.3!        +                             !!         .    0    .         !
 2009.4!     *  +                             !!         .0   .    .         !
 2010.1!       +                              !!         .   0.    .         !
 2010.2!   *  +                               !!         .0   .    .         !
 2010.3!   +*                                 !!         .    . 0  .         !
 2010.4!    +*                                !!         .    .0   .         !
 2011.1!*   +                                 !!         0    .    .         !
 2011.2+      *                               !!         .    .    .   0     !
 2011.3!     +  *                             !!         .    .  0 .         !
 2011.4!      +   *                           !!         .    .    0         !
 2012.1!       +                              !!         .    0    .         !
 2012.2!     +*                               !!         .    .0   .         !
 2012.3!     +   *                            !!         .    .   0.         !
 2012.4!        *+                            !!         .   0.    .         !


     27.78 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCEUS=CEPX$Q/USPMM;                                                     
 GENR LAACEUS=LOG(AACEUS+.00001);                                             
 GENR LACEUS=LOG(ACEUS+.00001);                                               
 LHS AACEUS=EXP(LAACEUS)-.00001;                                              
  EQ   36 LAACEUS C LACEUS(-1) PCEUS;                                         
EQUATION 335  LAACEUS  
   RHS     C  LACEUS(-1)  PCEUS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  335 PLOT=0;END;                                                     

Equation number =  335
**********************

Dependent variable = LAACEUS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.797456912

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.007021302       0.272692746  -3.69288     1.000000
11414 LACEUS  ( -1)       0.780563974       0.043975813  17.74985    -5.795437
11412 PCEUS   (  0)      -0.214455029       0.126575466  -1.69429     1.243739

SE of equation            =     0.246640036
Sum of squared residuals  =  11.2537919       0.724664773E-11
Average absolute error    =     0.194315958
Sum of ABS residuals      =  36.5314001    
R squared                 =   0.64950
Durbin-Watson statistic   =   2.05502
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                              + *     !!           .  . 0.           !
 1966.2!                       *    +         !!          0.  .  .           !
 1966.3!                     +                *!           .  .  .           0
 1966.4!                              * +     !!           .0 .  .           !
 1967.1!                        * +           !!           .0 .  .           !
 1967.2!                      +   *           !!           .  .  .0          !
 1967.3!                       +    *         !!           .  .  .0          !
 1967.4!                         +  *         !!           .  .  0           !
 1968.1!                         +  *         !!           .  . 0.           !
 1968.2!                         +  *         !!           .  . 0.           !
 1968.3!                         + *          !!           .  . 0.           !
 1968.4!                        + *           !!           .  . 0.           !
 1969.1!                        +*            !!           .  .0 .           !
 1969.2!                       +              !!           .  0  .           !
 1969.3!                      +*              !!           .  .0 .           !
 1969.4!                     + *              !!           .  . 0.           !
 1970.1!                     +  *             !!           .  . 0.           !
 1970.2!                      + *             !!           .  .0 .           !
 1970.3!                      +               !!           .  0  .           !
 1970.4!                  * +                 !!           .0 .  .           !
 1971.1!            *     +                   !!         0 .  .  .           !
 1971.2!      *      +                        !!        0  .  .  .           !
 1971.3!   *     +                            !!         0 .  .  .           !
 1971.4!    * +                               !!           .0 .  .           !
 1972.1!      *+                              !!           . 0.  .           !
 1972.2!       *+                             !!           . 0.  .           !
 1972.3!       * +                            !!           .0 .  .           !
 1972.4!    *    +                            !!         0 .  .  .           !
 1973.1*       +                              !!       0   .  .  .           !
 1973.2! * +                                  !!           .0 .  .           !
 1973.3!     +*                               !!           .  .0 .           !
 1973.4!        + *                           !!           .  . 0.           !
 1974.1!           +       *                  !!           .  .  .   0       !
 1974.2!                   + *                !!           .  .0 .           !
 1974.3!                   *+                 !!           . 0.  .           !
 1974.4!                * +                   !!           .0 .  .           !
 1975.1!            *   +                     !!           0  .  .           !
 1975.2!         *   +                        !!          0.  .  .           !
 1975.3!     *    +                           !!          0.  .  .           !
 1975.4!     * +                              !!           .0 .  .           !
 1976.1!       +*                             !!           .  0  .           !
 1976.2!         +                            !!           .  0  .           !
 1976.3!          +                           !!           .  0  .           !
 1976.4!           +                          !!           .  0  .           !
 1977.1!          *+                          !!           . 0.  .           !
 1977.2!         *+                           !!           . 0.  .           !
 1977.3!          +                           !!           .  0  .           !
 1977.4!          *+                          !!           .  0  .           !
 1978.1!           +  *                       !!           .  . 0.           !
 1978.2!             *+                       !!           . 0.  .           !
 1978.3!         *    +                       !!          0.  .  .           !
 1978.4!     *    +                           !!          0.  .  .           !
 1979.1!       + *                            !!           .  . 0.           !
 1979.2!           +   *                      !!           .  .  .0          !
 1979.3!               *+                     !!           .  0  .           !
 1979.4!              * +                     !!           .0 .  .           !
 1980.1!               +     *                !!           .  .  . 0         !
 1980.2!                  *  +                !!           .0 .  .           !
 1980.3!                   +*                 !!           .  .0 .           !
 1980.4!                    +*                !!           .  .0 .           !
 1981.1!                 *   +                !!           0  .  .           !
 1981.2!         *       +                    !!       0   .  .  .           !
 1981.3!          +     *                     !!           .  .  .0          !
 1981.4!                +*                    !!           .  .0 .           !
 1982.1!                 +    *               !!           .  .  .0          !
 1982.2!                    *+                !!           .  0  .           !
 1982.3!                   *+                 !!           . 0.  .           !
 1982.4!                   +*                 !!           .  .0 .           !
 1983.1!                   +        *         !!           .  .  .   0       !
 1983.2!                         +*           !!           .  0  .           !
 1983.3!                   *    +             !!          0.  .  .           !
 1983.4!                  +*                  !!           .  0  .           !
 1984.1!                   +   *              !!           .  .  .0          !
 1984.2!                   *  +               !!           .0 .  .           !
 1984.3!             *     +                  !!         0 .  .  .           !
 1984.4!         *    +                       !!          0.  .  .           !
 1985.1!           +        *                 !!           .  .  .    0      !
 1985.2!              *    +                  !!         0 .  .  .           !
 1985.3!          *   +                       !!          0.  .  .           !
 1985.4!           +  *                       !!           .  . 0.           !
 1986.1!               +   *                  !!           .  .  .0          !
 1986.2!               *   +                  !!           0  .  .           !
 1986.3!           *    +                     !!          0.  .  .           !
 1986.4!            *+                        !!           . 0.  .           !
 1987.1!              +       *               !!           .  .  .   0       !
 1987.2!                 *    +               !!          0.  .  .           !
 1987.3!               * +                    !!           .0 .  .           !
 1987.4!                +                     !!           .  0  .           !
 1988.1!                 +        *           !!           .  .  .    0      !
 1988.2!                 *       +            !!       0   .  .  .           !
 1988.3!              *   +                   !!           0  .  .           !
 1988.4!               +  *                   !!           .  . 0.           !
 1989.1!                  +     *             !!           .  .  . 0         !
 1989.2!                    *  +              !!           0  .  .           !
 1989.3!               *    +                 !!          0.  .  .           !
 1989.4!               *+                     !!           . 0.  .           !
 1990.1!                +       *             !!           .  .  .   0       !
 1990.2!                    *  +              !!           .0 .  .           !
 1990.3!           *        +                 !!       0   .  .  .           !
 1990.4!             +*                       !!           .  0  .           !
 1991.1!               +     *                !!           .  .  .  0        !
 1991.2!                     +                !!           .  0  .           !
 1991.3!                 *  +                 !!           0  .  .           !
 1991.4!                 +                    !!           .  0  .           !
 1992.1!                 +   *                !!           .  .  0           !
 1992.2!                  *  +                !!           0  .  .           !
 1992.3!                  +*                  !!           .  0  .           !
 1992.4!               *   +                  !!           0  .  .           !
 1993.1!                +    *                !!           .  .  . 0         !
 1993.2!                 *   +                !!          0.  .  .           !
 1993.3!              *  +                    !!           0  .  .           !
 1993.4!            *  +                      !!           .0 .  .           !
 1994.1!              +    *                  !!           .  .  . 0         !
 1994.2!                  *+                  !!           . 0.  .           !
 1994.3!                 *+                   !!           . 0.  .           !
 1994.4!               *  +                   !!           .0 .  .           !
 1995.1!                +   *                 !!           .  .  0           !
 1995.2!                   *+                 !!           . 0.  .           !
 1995.3!                  *+                  !!           . 0.  .           !
 1995.4!                  *+                  !!           .  0  .           !
 1996.1!                   +*                 !!           .  .0 .           !
 1996.2!                  * +                 !!           . 0.  .           !
 1996.3!                * +                   !!           .0 .  .           !
 1996.4!                *+                    !!           . 0.  .           !
 1997.1!                 +  *                 !!           .  .  0           !
 1997.2!                 *  +                 !!           0  .  .           !
 1997.3!             *   +                    !!          0.  .  .           !
 1997.4!              +                       !!           .  0  .           !
 1998.1!               +*                     !!           .  .0 .           !
 1998.2!              *  +                    !!           .0 .  .           !
 1998.3!            *  +                      !!           0  .  .           !
 1998.4!             + *                      !!           .  .0 .           !
 1999.1!                +     *               !!           .  .  . 0         !
 1999.2!                 *   +                !!          0.  .  .           !
 1999.3!                *+                    !!           . 0.  .           !
 1999.4!                *+                    !!           .  0  .           !
 2000.1!                 +   *                !!           .  .  .0          !
 2000.2!             *       +                !!       0   .  .  .           !
 2000.3!             *+                       !!           . 0.  .           !
 2000.4!              +                       !!           .  0  .           !
 2001.1!               +    *                 !!           .  .  .0          !
 2001.2!                 *  +                 !!           .0 .  .           !
 2001.3!              *  +                    !!           .0 .  .           !
 2001.4!               +*                     !!           .  .0 .           !
 2002.1!                +   *                 !!           .  .  0           !
 2002.2!                 *  +                 !!           .0 .  .           !
 2002.3!              *   +                   !!           0  .  .           !
 2002.4!               +  *                   !!           .  . 0.           !
 2003.1!                  +   *               !!           .  .  .0          !
 2003.2!                 *    +               !!          0.  .  .           !
 2003.3!               *  +                   !!           0  .  .           !
 2003.4!                + *                   !!           .  . 0.           !
 2004.1!                   +   *              !!           .  .  .0          !
 2004.2!                   *   +              !!           0  .  .           !
 2004.3!                   +*                 !!           .  0  .           !
 2004.4!                    + *               !!           .  . 0.           !
 2005.1!                      +  *            !!           .  .  0           !
 2005.2!                       *+             !!           .0 .  .           !
 2005.3!                      +               !!           .  0  .           !
 2005.4!                      +    *          !!           .  .  .0          !
 2006.1!                          +  *        !!           .  .  0           !
 2006.2!                            + *       !!           .  . 0.           !
 2006.3!                            +*        !!           .  .0 .           !
 2006.4!                         * +          !!           .0 .  .           !
 2007.1!                        +    *        !!           .  .  .0          !
 2007.2!                           *+         !!           . 0.  .           !
 2007.3!                         + *          !!           .  .0 .           !
 2007.4!                      *   +           !!           0  .  .           !
 2008.1!                      +      *        !!           .  .  .  0        !
 2008.2!                          *+          !!           . 0.  .           !
 2008.3!                       * +            !!           . 0.  .           !
 2008.4!                     * +              !!           . 0.  .           !
 2009.1!                     +       *        !!           .  .  .   0       !
 2009.2!                      *    +          !!          0.  .  .           !
 2009.3!                    * +               !!           .0 .  .           !
 2009.4!                    +    *            !!           .  .  .0          !
 2010.1!                        +  *          !!           .  . 0.           !
 2010.2!                         +            !!           .  0  .           !
 2010.3!                   *    +             !!          0.  .  .           !
 2010.4!                    +  *              !!           .  .  0           !
 2011.1!                       +       *      !!           .  .  .   0       !
 2011.2!                          *  +        !!           .0 .  .           !
 2011.3!                       * +            !!           .0 .  .           !
 2011.4!                       +              !!           .  0  .           !
 2012.1!                       +    *         !!           .  .  . 0         !
 2012.2!                          *+          !!           . 0.  .           !
 2012.3!                       * +            !!           .0 .  .           !
 2012.4!                      +     *         !!           .  .  . 0         !


     31.91 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMEUS=MEPX$Q/USPMM;                                                     
 GENR LAAMEUS=LOG(AAMEUS+.00001);                                             
 GENR LAMEUS=LOG(AMEUS+.00001);                                               
 LHS AAMEUS=EXP(LAAMEUS)-.00001;                                              
  EQ   37 LAAMEUS C LAMEUS(-1) PMEUS;                                         
EQUATION 336  LAAMEUS  
   RHS     C  LAMEUS(-1)  PMEUS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  336 PLOT=0;END;                                                     

Equation number =  336
**********************

Dependent variable = LAAMEUS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.973654405

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.128239854       0.092080259   1.39270     1.000000
11417 LAMEUS  ( -1)       0.963355067       0.019589398  49.17737    -2.983194
11415 PMEUS   (  0)      -0.183333227       0.106115446  -1.72768     1.243739

SE of equation            =     0.124714282
Sum of squared residuals  =  2.87742564      -0.159849911E-11
Average absolute error    =     0.080376812
Sum of ABS residuals      =  15.1108407    
R squared                 =   0.97533
Durbin-Watson statistic   =   2.53787
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!         *+                           !!          .  0.   .          !
 1966.2!       * +                            !!          0   .   .          !
 1966.3!    *  +                              !!        0 .   .   .          !
 1966.4!    +  *                              !!          .   .   . 0        !
 1967.1!      +                               !!          .  0.   .          !
 1967.2!      +                               !!          .   0   .          !
 1967.3!     *+                               !!          .0  .   .          !
 1967.4!     +                                !!          .   .0  .          !
 1968.1!     +*                               !!          .   . 0 .          !
 1968.2!     *+                               !!          . 0 .   .          !
 1968.3!   * +                                !!          .0  .   .          !
 1968.4!   + *                                !!          .   .  0.          !
 1969.1!     +                                !!          .   0   .          !
 1969.2!     +*                               !!          .   . 0 .          !
 1969.3!    * +                               !!         0.   .   .          !
 1969.4!    + *                               !!          .   .  0.          !
 1970.1!      +*                              !!          .   . 0 .          !
 1970.2!       +                              !!          .  0.   .          !
 1970.3!   *   +                              !!      0   .   .   .          !
 1970.4!   +*                                 !!          .   .0  .          !
 1971.1!    +*                                !!          .   . 0 .          !
 1971.2!     +                                !!          .  0.   .          !
 1971.3!  *  +                                !!        0 .   .   .          !
 1971.4!   +  *                               !!          .   .   . 0        !
 1972.1!      *+                              !!          . 0 .   .          !
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 1972.3!       +                              !!          .   0   .          !
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 1974.1!  +       *                           !!          .   .   .         0!
 1974.2!          *+                          !!          .  0.   .          !
 1974.3!       *  +                           !!        0 .   .   .          !
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 1975.1!   *    +                             !!    0     .   .   .          !
 1975.2!   +     *                            !!          .   .   .     0    !
 1975.3!    *    +                            !!      0   .   .   .          !
 1975.4!    +*                                !!          .   0   .          !
 1976.1!   * +                                !!          0   .   .          !
 1976.2!   + *                                !!          .   .   0          !
 1976.3*     +                                !!  0       .   .   .          !
 1976.4+    *                                 !!          .   .   .    0     !
 1977.1!    +                                 !!          .   .0  .          !
 1977.2!    +                                 !!          .   0   .          !
 1977.3! *  +                                 !!         0.   .   .          !
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 1978.1!    + *                               !!          .   .   .0         !
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 1978.3!     +*                               !!          .   . 0 .          !
 1978.4!      +   *                           !!          .   .   .  0       !
 1979.1!          +   *                       !!          .   .   .    0     !
 1979.2!              +*                      !!          .   . 0 .          !
 1979.3!               +                      !!          .  0.   .          !
 1979.4!               +                      !!          .  0.   .          !
 1980.1!               +       *              !!          .   .   .          0
 1980.2!                       +*             !!          .   0   .          !
 1980.3!                      * +             !!          0   .   .          !
 1980.4!                      +*              !!          .   . 0 .          !
 1981.1!                     *  +             !!         0.   .   .          !
 1981.2!                   * +                !!          0   .   .          !
 1981.3!              *    +                  !!      0   .   .   .          !
 1981.4!               +     *                !!          .   .   .       0  !
 1982.1!                *    +                !!     0    .   .   .          !
 1982.2!                +   *                 !!          .   .   .    0     !
 1982.3!                    +*                !!          .   .0  .          !
 1982.4!                     +*               !!          .   .0  .          !
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 1983.3!                    +                 !!          .   0   .          !
 1983.4!                    +                 !!          .  0.   .          !
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 1984.2!                  * +                 !!         0.   .   .          !
 1984.3!                * +                   !!          .0  .   .          !
 1984.4!                +*                    !!          .   .0  .          !
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 1985.2!               * +                    !!          0   .   .          !
 1985.3!               +                      !!          .   0   .          !
 1985.4!               +*                     !!          .   .0  .          !
 1986.1!            *    +                    !!      0   .   .   .          !
 1986.2!            *+                        !!          . 0 .   .          !
 1986.3!          * +                         !!         0.   .   .          !
 1986.4!          +  *                        !!          .   .   . 0        !
 1987.1!              +                       !!          .   .0  .          !
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 1987.3!              * +                     !!         0.   .   .          !
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 1988.3!            *  +                      !!          0   .   .          !
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 1989.2!               +*                     !!          .   .0  .          !
 1989.3!              * +                     !!          .0  .   .          !
 1989.4!               +*                     !!          .   .0  .          !
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 1990.2!               *+                     !!          . 0 .   .          !
 1990.3!                +                     !!          .   .0  .          !
 1990.4!                 +*                   !!          .   .  0.          !
 1991.1!                   +     *            !!          .   .   .       0  !
 1991.2!                         +*           !!          .   .0  .          !
 1991.3!                         *+           !!          . 0 .   .          !
 1991.4!                         +            !!          .   .0  .          !
 1992.1!                         *+           !!          .  0.   .          !
 1992.2!                         +            !!          .   .0  .          !
 1992.3!                         *+           !!          .  0.   .          !
 1992.4!                         +*           !!          .   . 0 .          !
 1993.1!                         * +          !!          .0  .   .          !
 1993.2!                         +            !!          .   0   .          !
 1993.3!                          +           !!          .   0   .          !
 1993.4!                          +*          !!          .   .  0.          !
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 1994.4!                           +*         !!          .   . 0 .          !
 1995.1!                            +         !!          .   .0  .          !
 1995.2!                             +        !!          .   .0  .          !
 1995.3!                             +*       !!          .   .0  .          !
 1995.4!                              +       !!          .   .0  .          !
 1996.1!                              +       !!          .   0   .          !
 1996.2!                              +*      !!          .   .0  .          !
 1996.3!                               +      !!          .   0   .          !
 1996.4!                               +*     !!          .   .  0.          !
 1997.1!                               *+     !!          . 0 .   .          !
 1997.2!                               +*     !!          .   .0  .          !
 1997.3!                                +     !!          .   0   .          !
 1997.4!                                +     !!          .   .0  .          !
 1998.1!                               *+     !!          . 0 .   .          !
 1998.2!                               +*     !!          .   . 0 .          !
 1998.3!                                +     !!          .   0   .          !
 1998.4!                                +*    !!          .   .0  .          !
 1999.1!                                 +    !!          .   0   .          !
 1999.2!                                 +    !!          .   0   .          !
 1999.3!                                +*    !!          .   . 0 .          !
 1999.4!                                 +*   !!          .   .0  .          !
 2000.1!                                 +    !!          .  0.   .          !
 2000.2!                                 +*   !!          .   . 0 .          !
 2000.3!                                  +   !!          .   .0  .          !
 2000.4!                                  +   !!          .  0.   .          !
 2001.1!                                 +    !!          .  0.   .          !
 2001.2!                                 +    !!          .   . 0 .          !
 2001.3!                                 +*   !!          .   .0  .          !
 2001.4!                                 +*   !!          .   .0  .          !
 2002.1!                                 *+   !!          .  0.   .          !
 2002.2!                                 +*   !!          .   . 0 .          !
 2002.3!                                  +   !!          .   0   .          !
 2002.4!                                 +*   !!          .   0   .          !
 2003.1!                                 +*   !!          .   0   .          !
 2003.2!                                 *+   !!          .   0   .          !
 2003.3!                                 +    !!          .   0   .          !
 2003.4!                                 +*   !!          .   .0  .          !
 2004.1!                                  +   !!          .   0   .          !
 2004.2!                                  +   !!          .   0   .          !
 2004.3!                                  +   !!          .  0.   .          !
 2004.4!                                  +   !!          .   .0  .          !
 2005.1!                                  +   !!          .  0.   .          !
 2005.2!                                  +*  !!          .   .0  .          !
 2005.3!                                  *+  !!          . 0 .   .          !
 2005.4!                                  +   !!          .   .0  .          !
 2006.1!                                   +  !!          .   .0  .          !
 2006.2!                                   +* !!          .   .0  .          !
 2006.3!                                   *+ !!          .  0.   .          !
 2006.4!                                   +  !!          .   0   .          !
 2007.1!                                   +  !!          .  0.   .          !
 2007.2!                                   +  !!          .   .0  .          !
 2007.3!                                   +  !!          .   0   .          !
 2007.4!                                   +* !!          .   .0  .          !
 2008.1!                                   *+ !!          . 0 .   .          !
 2008.2!                                    + !!          .   .0  .          !
 2008.3!                                    *+!!          . 0 .   .          !
 2008.4!                                   *+ !!          .  0.   .          !
 2009.1!                                  *+  !!          .  0.   .          !
 2009.2!                                  + * !!          .   . 0 .          !
 2009.3!                                    + !!          .   0   .          !
 2009.4!                                    +*!!          .   . 0 .          !
 2010.1!                                     +!!          .   0   .          !
 2010.2!                                     +!!          .   .0  .          !
 2010.3!                                     +!!          .  0.   .          !
 2010.4!                                     +*!          .   . 0 .          !
 2011.1!                                     *+!          .  0.   .          !
 2011.2!                                     +*!          .   .0  .          !
 2011.3!                                     *+!          . 0 .   .          !
 2011.4!                                     +!!          .   0   .          !
 2012.1!                                     +!!          .  0.   .          !
 2012.2!                                     +!!          .   .0  .          !
 2012.3!                                     +!!          .   0   .          !
 2012.4!                                     +*!          .   .0  .          !


     19.68 percent of the residuals exceed 1 SE
      7.98 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPEUS=PEPX$Q/USPMM;                                                     
 GENR LAAPEUS=LOG(AAPEUS+.00001);                                             
 GENR LAPEUS=LOG(APEUS+.00001);                                               
 LHS AAPEUS=EXP(LAAPEUS)-.00001;                                              
  EQ   38 LAAPEUS C LAPEUS(-1) PPEUS;                                         
EQUATION 337  LAAPEUS  
   RHS     C  LAPEUS(-1)  PPEUS  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  337 PLOT=0;END;                                                     

Equation number =  337
**********************

Dependent variable = LAAPEUS 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.834348049

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.295818992       0.313339013  -4.13552     1.000000
11420 LAPEUS  ( -1)       0.753307512       0.055399357  13.59777    -5.828954
11418 PPEUS   (  0)      -0.164143318       0.065679538  -2.49915     0.898815

SE of equation            =     0.248481970
Sum of squared residuals  =  7.59442463      -0.261888289E-10
Average absolute error    =     0.172408132
Sum of ABS residuals      =  21.7234246    
R squared                 =   0.64633
Durbin-Watson statistic   =   2.34150
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                          +      *    !!           .  .  . 0         !
 1981.4!                              +*      !!           .  .0 .           !
 1982.1!                             +   *    !!           .  .  0           !
 1982.2!                               +     *!!           .  .  .0          !
 1982.3!                                 +  * !!           .  . 0.           !
 1982.4!                                 +    *!           .  .  .0          !
 1983.1!                                * +   !!           . 0.  .           !
 1983.2!                             + *      !!           .  .0 .           !
 1983.3!                            + *       !!           .  . 0.           !
 1983.4!                            + *       !!           .  .0 .           !
 1984.1!                           +      *   !!           .  .  . 0         !
 1984.2!                             * +      !!           . 0.  .           !
 1984.3!                           +    *     !!           .  .  0           !
 1984.4!                             +        !!           .  0  .           !
 1985.1!                           +     *    !!           .  .  .0          !
 1985.2!                            * +       !!           . 0.  .           !
 1985.3!                           +          !!           .  0  .           !
 1985.4!                          +      *    !!           .  .  . 0         !
 1986.1!                            *  +      !!           .0 .  .           !
 1986.2!                        *  +          !!           .0 .  .           !
 1986.3!                       *+             !!           . 0.  .           !
 1986.4!                       + *            !!           .  .0 .           !
 1987.1!                      *  +            !!           .0 .  .           !
 1987.2!                      + *             !!           .  .0 .           !
 1987.3!                    *  +              !!           0  .  .           !
 1987.4!                    +*                !!           .  0  .           !
 1988.1!              *      +                !!         0 .  .  .           !
 1988.2!               *+                     !!           . 0.  .           !
 1988.3!             *   +                    !!           0  .  .           !
 1988.4!             * +                      !!           . 0.  .           !
 1989.1!              *+                      !!           . 0.  .           !
 1989.2!               + *                    !!           .  .0 .           !
 1989.3!                * +                   !!           .0 .  .           !
 1989.4!                 +  *                 !!           .  . 0.           !
 1990.1!             *      +                 !!         0 .  .  .           !
 1990.2!               +                      !!           .  0  .           !
 1990.3!                 + *                  !!           .  . 0.           !
 1990.4!                  * +                 !!           . 0.  .           !
 1991.1!    *           +                     !!      0    .  .  .           !
 1991.2!         +         *                  !!           .  .  .   0       !
 1991.3!                    +                 !!           .  0  .           !
 1991.4*                    +                 !0           .  .  .           !
 1992.1!     +            *                   !!           .  .  .     0     !
 1992.2!                 * +                  !!           . 0.  .           !
 1992.3!             *    +                   !!          0.  .  .           !
 1992.4!               +*                     !!           .  0  .           !
 1993.1!               * +                    !!           .0 .  .           !
 1993.2!              *  +                    !!           .0 .  .           !
 1993.3!                + *                   !!           .  .0 .           !
 1993.4!                    +*                !!           .  .0 .           !
 1994.1!                *     +               !!          0.  .  .           !
 1994.2!             *   +                    !!           0  .  .           !
 1994.3!             *  +                     !!           .0 .  .           !
 1994.4!             * +                      !!           . 0.  .           !
 1995.1!        *      +                      !!         0 .  .  .           !
 1995.2!            +*                        !!           .  .0 .           !
 1995.3!               +                      !!           .  0  .           !
 1995.4!                 +                    !!           .  0  .           !
 1996.1!              *   +                   !!           0  .  .           !
 1996.2!              * +                     !!           . 0.  .           !
 1996.3!                +  *                  !!           .  . 0.           !
 1996.4!                  * +                 !!           . 0.  .           !
 1997.1!                *  +                  !!           .0 .  .           !
 1997.2!                  + *                 !!           .  . 0.           !
 1997.3!                    +                 !!           .  0  .           !
 1997.4!                   *+                 !!           . 0.  .           !
 1998.1!                *   +                 !!           .0 .  .           !
 1998.2!                 +   *                !!           .  . 0.           !
 1998.3!                     + *              !!           .  .0 .           !
 1998.4!                       +   *          !!           .  .  0           !
 1999.1!                       *  +           !!           .0 .  .           !
 1999.2!                     * +              !!           .0 .  .           !
 1999.3!                      + *             !!           .  .0 .           !
 1999.4!                      * +             !!           . 0.  .           !
 2000.1!                     *+               !!           . 0.  .           !
 2000.2!                   * +                !!           .0 .  .           !
 2000.3!                    +*                !!           .  0  .           !
 2000.4!                     +*               !!           .  .0 .           !
 2001.1!                 *    +               !!           0  .  .           !
 2001.2!                   +                  !!           .  0  .           !
 2001.3!                    +   *             !!           .  .  0           !
 2001.4!                        +             !!           .  0  .           !
 2002.1!                      * +             !!           .0 .  .           !
 2002.2!                      +*              !!           .  .0 .           !
 2002.3!                      *+              !!           . 0.  .           !
 2002.4!                       +*             !!           .  .0 .           !
 2003.1!                        +             !!           .  0  .           !
 2003.2!                       *+             !!           . 0.  .           !
 2003.3!                       +              !!           .  0  .           !
 2003.4!                       +   *          !!           .  .  0           !
 2004.1!                       *  +           !!           .0 .  .           !
 2004.2!                     * +              !!           . 0.  .           !
 2004.3!                     +    *           !!           .  .  0           !
 2004.4!                         +  *         !!           .  . 0.           !
 2005.1!                          +*          !!           .  0  .           !
 2005.2!                         +*           !!           .  .0 .           !
 2005.3!                         + *          !!           .  .0 .           !
 2005.4!                         +*           !!           .  .0 .           !
 2006.1!                      * +             !!           .0 .  .           !
 2006.2!                  * +                 !!           . 0.  .           !
 2006.3!                *+                    !!           .  0  .           !
 2006.4!               + *                    !!           .  .0 .           !
 2007.1!               *+                     !!           . 0.  .           !
 2007.2!              *+                      !!           .  0  .           !
 2007.3!              +*                      !!           .  .0 .           !
 2007.4!               +    *                 !!           .  .  0           !
 2008.1!                  +*                  !!           .  0  .           !
 2008.2!                  +*                  !!           .  .0 .           !
 2008.3!                  +*                  !!           .  .0 .           !
 2008.4!                   +   *              !!           .  .  0           !
 2009.1!                      +  *            !!           .  . 0.           !
 2009.2!                     * +              !!           . 0.  .           !
 2009.3!                    +*                !!           .  0  .           !
 2009.4!                   +  *               !!           .  . 0.           !
 2010.1!               *    +                 !!          0.  .  .           !
 2010.2!             *+                       !!           . 0.  .           !
 2010.3!             +  *                     !!           .  . 0.           !
 2010.4!              *+                      !!           . 0.  .           !
 2011.1!             + *                      !!           .  .0 .           !
 2011.2!            * +                       !!           .0 .  .           !
 2011.3!            + *                       !!           .  . 0.           !
 2011.4!              +  *                    !!           .  . 0.           !
 2012.1!               *+                     !!           . 0.  .           !
 2012.2!             * +                      !!           . 0.  .           !
 2012.3!             +  *                     !!           .  . 0.           !
 2012.4!               + *                    !!           .  .0 .           !


     19.84 percent of the residuals exceed 1 SE
      3.17 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTUUS=TUPX$/USPMM;                                                      
 GENR LAATUUS=LOG(AATUUS+.00001);                                             
 GENR LATUUS=LOG(ATUUS+.00001);                                               
 LHS AATUUS=EXP(LAATUUS)-.00001;                                              
  EQ   39 LAATUUS C LATUUS(-1) PTUUS;                                         
EQUATION 338  LAATUUS  
   RHS     C  LATUUS(-1)  PTUUS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  338 PLOT=0;END;                                                     

Equation number =  338
**********************

Dependent variable = LAATUUS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.354167156

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.719858418       0.348103500  -4.94065     1.000000
11423 LATUUS  ( -1)       0.602020599       0.057732737  10.42772    -6.354402
11421 PTUUS   (  0)      -0.650319208       0.200473950  -3.24391     1.243739

SE of equation            =     0.362059975
Sum of squared residuals  =  24.2511737      -0.272883938E-10
Average absolute error    =     0.245799641
Sum of ABS residuals      =  46.2103326    
R squared                 =   0.49105
Durbin-Watson statistic   =   2.38486
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                            +      *  !!          .   .   .0         !
 1966.2!                             +        !!          .   0   .          !
 1966.3!                         + *          !!          .   .0  .          !
 1966.4!                        +        *    !!          .   .   .  0       !
 1967.1!                            +  *      !!          .   .  0.          !
 1967.2!                           +  *       !!          .   . 0 .          !
 1967.3!                          +          *!!          .   .   .  0       !
 1967.4!                              +  *    !!          .   . 0 .          !
 1968.1!                         *   +        !!          . 0 .   .          !
 1968.2!                    *   +             !!          .0  .   .          !
 1968.3!                     +                *!          .   .   .       0  !
 1968.4!          *                    +      !0          .   .   .          !
 1969.1!               +    *                 !!          .   .   0          !
 1969.2!                     +           *    !!          .   .   .   0      !
 1969.3!             *               +        !!   0      .   .   .          !
 1969.4!                 + *                  !!          .   .0  .          !
 1970.1!                    +    *            !!          .   .  0.          !
 1970.2!                  *      +            !!         0.   .   .          !
 1970.3!                    +*                !!          .   .0  .          !
 1970.4!                   *  +               !!          . 0 .   .          !
 1971.1!                     + *              !!          .   . 0 .          !
 1971.2!                       +              !!          .  0.   .          !
 1971.3!                      * +             !!          .  0.   .          !
 1971.4!                       +              !!          .   0   .          !
 1972.1!                        + *           !!          .   .0  .          !
 1972.2!                         *+           !!          .  0.   .          !
 1972.3!                      *   +           !!          .0  .   .          !
 1972.4!                       +       *      !!          .   .   . 0        !
 1973.1!                   *         +        !!       0  .   .   .          !
 1973.2!                      +               !!          .   0   .          !
 1973.3!                        +       *     !!          .   .   . 0        !
 1973.4!                          * +         !!          .  0.   .          !
 1974.1!                        +             !!          .   0   .          !
 1974.2!                          +  *        !!          .   . 0 .          !
 1974.3!                       *    +         !!          .0  .   .          !
 1974.4!                       + *            !!          .   .0  .          !
 1975.1!                        +    *        !!          .   .  0.          !
 1975.2!                      *   +           !!          .0  .   .          !
 1975.3!                   *   +              !!          . 0 .   .          !
 1975.4!                    +        *        !!          .   .   . 0        !
 1976.1!                           +          *!          .   .   .   0      !
 1976.2!               *                +     !!   0      .   .   .          !
 1976.3!                  + *                 !!          .   . 0 .          !
 1976.4!                *   +                 !!          .0  .   .          !
 1977.1!            *     +                   !!          0   .   .          !
 1977.2!            *  +                      !!          . 0 .   .          !
 1977.3!               +   *                  !!          .   .  0.          !
 1977.4!                   +                  !!          .   0   .          !
 1978.1!            *       +                 !!        0 .   .   .          !
 1978.2!           *     +                    !!          0   .   .          !
 1978.3!                +*                    !!          .   .0  .          !
 1978.4!                   +    *             !!          .   .  0.          !
 1979.1!           *           +              !!      0   .   .   .          !
 1979.2!                +                     !!          .   0   .          !
 1979.3!              *     +                 !!          0   .   .          !
 1979.4*                   +                  !!0         .   .   .          !
 1980.1!          +     *                     !!          .   .   0          !
 1980.2!                   * +                !!          .  0.   .          !
 1980.3!       *               +              !!   0      .   .   .          !
 1980.4!               +                      !!          .   0   .          !
 1981.1!          *         +                 !!       0  .   .   .          !
 1981.2!                + *                   !!          .   . 0 .          !
 1981.3!                    +     *           !!          .   .   0          !
 1981.4!                      *  +            !!          . 0 .   .          !
 1982.1!                      * +             !!          .  0.   .          !
 1982.2!                *      +              !!         0.   .   .          !
 1982.3!            *       +                 !!         0.   .   .          !
 1982.4!                 +        *           !!          .   .   . 0        !
 1983.1!                  *      +            !!         0.   .   .          !
 1983.2!                 *   +                !!          .0  .   .          !
 1983.3!            *       +                 !!        0 .   .   .          !
 1983.4!                 +  *                 !!          .   . 0 .          !
 1984.1!                *     +               !!          0   .   .          !
 1984.2!                    +  *              !!          .   .  0.          !
 1984.3!                       *+             !!          .   0   .          !
 1984.4!               *        +             !!        0 .   .   .          !
 1985.1!                   +*                 !!          .   .0  .          !
 1985.2!                      +   *           !!          .   .  0.          !
 1985.3!                         +  *         !!          .   . 0 .          !
 1985.4!                 *         +          !!       0  .   .   .          !
 1986.1!                     +  *             !!          .   . 0 .          !
 1986.2!                      *  +            !!          . 0 .   .          !
 1986.3!                        +  *          !!          .   . 0 .          !
 1986.4!                       *   +          !!          .0  .   .          !
 1987.1!                         +*           !!          .   .0  .          !
 1987.2!                           +*         !!          .   .0  .          !
 1987.3!                            +         !!          .   0   .          !
 1987.4!                          *  +        !!          . 0 .   .          !
 1988.1!                         * +          !!          . 0 .   .          !
 1988.2!                         *+           !!          .  0.   .          !
 1988.3!                          +           !!          .   0   .          !
 1988.4!                           +  *       !!          .   . 0 .          !
 1989.1!                           * +        !!          .  0.   .          !
 1989.2!                            +*        !!          .   .0  .          !
 1989.3!                            +  *      !!          .   . 0 .          !
 1989.4!                             +  *     !!          .   . 0 .          !
 1990.1!                            * +       !!          . 0 .   .          !
 1990.2!                           + *        !!          .   .0  .          !
 1990.3!                           *+         !!          .  0.   .          !
 1990.4!                            +*        !!          .   .0  .          !
 1991.1!                           * +        !!          . 0 .   .          !
 1991.2!                        *  +          !!          .0  .   .          !
 1991.3!                         + *          !!          .   . 0 .          !
 1991.4!                           +  *       !!          .   . 0 .          !
 1992.1!                           * +        !!          . 0 .   .          !
 1992.2!                           +          !!          .   0   .          !
 1992.3!                         *  +         !!          . 0 .   .          !
 1992.4!                      *   +           !!          .0  .   .          !
 1993.1!                        +  *          !!          .   . 0 .          !
 1993.2!                        *  +          !!          . 0 .   .          !
 1993.3!                         +*           !!          .   .0  .          !
 1993.4!                        *  +          !!          . 0 .   .          !
 1994.1!                         +  *         !!          .   . 0 .          !
 1994.2!                            + *       !!          .   .0  .          !
 1994.3!                             +  *     !!          .   . 0 .          !
 1994.4!                            *  +      !!          . 0 .   .          !
 1995.1!                           *+         !!          .  0.   .          !
 1995.2!                            +   *     !!          .   .  0.          !
 1995.3!                            *  +      !!          . 0 .   .          !
 1995.4!                         *  +         !!          . 0 .   .          !
 1996.1!                           +          !!          .   0   .          !
 1996.2!                            + *       !!          .   .0  .          !
 1996.3!                            *+        !!          .  0.   .          !
 1996.4!                            +*        !!          .   0   .          !
 1997.1!                             +*       !!          .   .0  .          !
 1997.2!                             + *      !!          .   .0  .          !
 1997.3!                             +*       !!          .   .0  .          !
 1997.4!                             +        !!          .   0   .          !
 1998.1!                            +  *      !!          .   . 0 .          !
 1998.2!                             +  *     !!          .   . 0 .          !
 1998.3!                              +       !!          .   0   .          !
 1998.4!                            *+        !!          .  0.   .          !
 1999.1!                            +*        !!          .   .0  .          !
 1999.2!                            + *       !!          .   .0  .          !
 1999.3!                             +*       !!          .   .0  .          !
 1999.4!                             +  *     !!          .   .0  .          !
 2000.1!                              +*      !!          .   .0  .          !
 2000.2!                              + *     !!          .   .0  .          !
 2000.3!                              + *     !!          .   . 0 .          !
 2000.4!                              +*      !!          .   .0  .          !
 2001.1!                             + *      !!          .   .0  .          !
 2001.2!                             +   *    !!          .   . 0 .          !
 2001.3!                              + *     !!          .   .0  .          !
 2001.4!                              + *     !!          .   .0  .          !
 2002.1!                             + *      !!          .   .0  .          !
 2002.2!                             +  *     !!          .   . 0 .          !
 2002.3!                              +   *   !!          .   .  0.          !
 2002.4!                               +  *   !!          .   . 0 .          !
 2003.1!                                + *   !!          .   .0  .          !
 2003.2!                                +     !!          .   0   .          !
 2003.3!                               +   *  !!          .   .  0.          !
 2003.4!                                 +*   !!          .   .0  .          !
 2004.1!                                + *   !!          .   .0  .          !
 2004.2!                                +    *!!          .   .  0.          !
 2004.3!                                  +  *!!          .   . 0 .          !
 2004.4!                                  + * !!          .   . 0 .          !
 2005.1!                                  + * !!          .   .0  .          !
 2005.2!                                 + *  !!          .   .0  .          !
 2005.3!                                 + *  !!          .   . 0 .          !
 2005.4!                                 + *  !!          .   . 0 .          !
 2006.1!                                 +   *!!          .   .  0.          !
 2006.2!                                 *+   !!          .  0.   .          !
 2006.3!                                +*    !!          .   .0  .          !
 2006.4!                                + *   !!          .   .0  .          !
 2007.1!                               * +    !!          .  0.   .          !
 2007.2!                               +*     !!          .   .0  .          !
 2007.3!                              *+      !!          .  0.   .          !
 2007.4!                               +*     !!          .   .0  .          !
 2008.1!                                +     !!          .   0   .          !
 2008.2!                              * +     !!          .  0.   .          !
 2008.3!                               +*     !!          .   .0  .          !
 2008.4!                               +*     !!          .   0   .          !
 2009.1!                               +      !!          .   0   .          !
 2009.2!                              +*      !!          .   0   .          !
 2009.3!                               +      !!          .   0   .          !
 2009.4!                               +*     !!          .   0   .          !
 2010.1!                               +      !!          .  0.   .          !
 2010.2!                               +      !!          .   0   .          !
 2010.3!                              *+      !!          .  0.   .          !
 2010.4!                              +*      !!          .   .0  .          !
 2011.1!                               + *    !!          .   .0  .          !
 2011.2!                               *+     !!          .   0   .          !
 2011.3!                              *+      !!          .   0   .          !
 2011.4!                              + *     !!          .   .0  .          !
 2012.1!                                +  *  !!          .   . 0 .          !
 2012.2!                                 +*   !!          .   .0  .          !
 2012.3!                                +     !!          .   0   .          !
 2012.4!                               +  *   !!          .   . 0 .          !


     17.55 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDUS=PDPX$/USPMM;                                                      
 GENR LAAPDUS=LOG(AAPDUS+.00001);                                             
 GENR LAPDUS=LOG(APDUS+.00001);                                               
 LHS AAPDUS=EXP(LAAPDUS)-.00001;                                              
  EQ   40 LAAPDUS C LAPDUS(-1) PPDUS;                                         
EQUATION 339  LAAPDUS  
   RHS     C  LAPDUS(-1)  PPDUS  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  339 PLOT=0;END;                                                     

Equation number =  339
**********************

Dependent variable = LAAPDUS 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -6.996866534

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.828416254       0.284494838  -2.91189     1.000000
11426 LAPDUS  ( -1)       0.790063399       0.050019291  15.79517    -6.996658
11424 PPDUS   (  0)      -0.547579124       0.173553832  -3.15510     1.169962

SE of equation            =     0.137076980
Sum of squared residuals  =  2.31118211      -0.407673895E-11
Average absolute error    =     0.092476278
Sum of ABS residuals      =  11.6520110    
R squared                 =   0.79652
Durbin-Watson statistic   =   2.23899
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                       + *            !!           .  . 0.           !
 1981.4!                *   +                 !!           0  .  .           !
 1982.1!   *          +                       !!      0    .  .  .           !
 1982.2!   +                    *             !!           .  .  .           0
 1982.3!                  * +                 !!           .0 .  .           !
 1982.4!               +                      !!           .  0  .           !
 1983.1!            + *                       !!           .  .0 .           !
 1983.2!           *+                         !!           . 0.  .           !
 1983.3!     *    +                           !!           0  .  .           !
 1983.4!     +                                !!           .  0  .           !
 1984.1!    *+                                !!           . 0.  .           !
 1984.2!    +    *                            !!           .  .  0           !
 1984.3!        +    *                        !!           .  .  .0          !
 1984.4!          + *                         !!           .  .0 .           !
 1985.1!        *+                            !!           . 0.  .           !
 1985.2!     * +                              !!           .0 .  .           !
 1985.3!     +                                !!           .  0  .           !
 1985.4!      +                               !!           .  0  .           !
 1986.1!     * +                              !!           . 0.  .           !
 1986.2!    * +                               !!           . 0.  .           !
 1986.3!      +                               !!           .  0  .           !
 1986.4!       + *                            !!           .  . 0.           !
 1987.1!          *+                          !!           . 0.  .           !
 1987.2!            +                         !!           .  0  .           !
 1987.3!             +                        !!           .  0  .           !
 1987.4!            * +                       !!           . 0.  .           !
 1988.1!         *   +                        !!           0  .  .           !
 1988.2!           +   *                      !!           .  .  0           !
 1988.3!              *+                      !!           . 0.  .           !
 1988.4!            * +                       !!           . 0.  .           !
 1989.1!          *  +                        !!           .0 .  .           !
 1989.2!           +  *                       !!           .  . 0.           !
 1989.3!          *  +                        !!           0  .  .           !
 1989.4!          +  *                        !!           .  . 0.           !
 1990.1!       *     +                        !!         0 .  .  .           !
 1990.2!        +*                            !!           .  .0 .           !
 1990.3!         +  *                         !!           .  . 0.           !
 1990.4!             +                        !!           .  0  .           !
 1991.1!         *    +                       !!          0.  .  .           !
 1991.2!          +                           !!           .  0  .           !
 1991.3!        * +                           !!           .0 .  .           !
 1991.4!         +                            !!           .  0  .           !
 1992.1! *        +                           !!       0   .  .  .           !
 1992.2*    +                                 !!          0.  .  .           !
 1992.3!  +                                   !!           . 0.  .           !
 1992.4!    +                                 !!           .  0  .           !
 1993.1!  *   +                               !!           0  .  .           !
 1993.2!    +                                 !!           .  0  .           !
 1993.3!      +  *                            !!           .  . 0.           !
 1993.4!         *+                           !!           . 0.  .           !
 1994.1!          +   *                       !!           .  .  0           !
 1994.2!           *  +                       !!           .0 .  .           !
 1994.3!            +*                        !!           .  .0 .           !
 1994.4!             +                        !!           .  0  .           !
 1995.1!             +                        !!           .  0  .           !
 1995.2!            * +                       !!           .0 .  .           !
 1995.3!          *  +                        !!           0  .  .           !
 1995.4!           + *                        !!           .  .0 .           !
 1996.1!      *       +                       !!         0 .  .  .           !
 1996.2!       *+                             !!           . 0.  .           !
 1996.3!      *  +                            !!           .0 .  .           !
 1996.4!        +                             !!           .  0  .           !
 1997.1!       *  +                           !!           .0 .  .           !
 1997.2!        *+                            !!           .  0  .           !
 1997.3!         + *                          !!           .  . 0.           !
 1997.4!          *+                          !!           . 0.  .           !
 1998.1!          +   *                       !!           .  .  0           !
 1998.2!        *    +                        !!          0.  .  .           !
 1998.3!         +*                           !!           .  .0 .           !
 1998.4!         * +                          !!           . 0.  .           !
 1999.1!        * +                           !!           . 0.  .           !
 1999.2!       * +                            !!           . 0.  .           !
 1999.3!       * +                            !!           . 0.  .           !
 1999.4!        *+                            !!           .  0  .           !
 2000.1!         *+                           !!           .  0  .           !
 2000.2!          +*                          !!           .  .0 .           !
 2000.3!          *+                          !!           . 0.  .           !
 2000.4!          +   *                       !!           .  .  0           !
 2001.1!       *     +                        !!          0.  .  .           !
 2001.2!       +                              !!           . 0.  .           !
 2001.3!     * +                              !!           . 0.  .           !
 2001.4!      +    *                          !!           .  .  0           !
 2002.1!          +*                          !!           .  .0 .           !
 2002.2!           + *                        !!           .  .0 .           !
 2002.3!             +  *                     !!           .  .  0           !
 2002.4!                +*                    !!           .  .0 .           !
 2003.1!              * +                     !!           . 0.  .           !
 2003.2!               + *                    !!           .  . 0.           !
 2003.3!               * +                    !!           . 0.  .           !
 2003.4!                + *                   !!           .  .0 .           !
 2004.1!                  +  *                !!           .  . 0.           !
 2004.2!                    +     *           !!           .  .  .0          !
 2004.3!                         +            !!           .  .0 .           !
 2004.4!                        *+            !!           .  0  .           !
 2005.1!                        +             !!           .  0  .           !
 2005.2!                       + *            !!           .  .0 .           !
 2005.3!                     *  +             !!           .0 .  .           !
 2005.4!                     +*               !!           .  0  .           !
 2006.1!                     +   *            !!           .  . 0.           !
 2006.2!                        +             !!           .  0  .           !
 2006.3!                       +*             !!           .  .0 .           !
 2006.4!                        +             !!           .  0  .           !
 2007.1!                   *    +             !!          0.  .  .           !
 2007.2!                   +   *              !!           .  . 0.           !
 2007.3!                       + *            !!           .  . 0.           !
 2007.4!                       * +            !!           . 0.  .           !
 2008.1!                        +             !!           .  0  .           !
 2008.2!                         + *          !!           .  . 0.           !
 2008.3!                           +  *       !!           .  . 0.           !
 2008.4!                         *  +         !!           .0 .  .           !
 2009.1!                       +*             !!           .  0  .           !
 2009.2!                       +       *      !!           .  .  .  0        !
 2009.3!                             +        *!           .  .  .  0        !
 2009.4!                                   +  *!           .  . 0.           !
 2010.1!                        *          +  !!      0    .  .  .           !
 2010.2!                       +              !!           .  0  .           !
 2010.3!                       +*             !!           .  .0 .           !
 2010.4!                        +*            !!           .  .0 .           !
 2011.1!                         +       *    !!           .  .  .  0        !
 2011.2!                               +   *  !!           .  .  0           !
 2011.3!                         *      +     !!         0 .  .  .           !
 2011.4!                         +*           !!           .  .0 .           !
 2012.1!                         +            !!           .  0  .           !
 2012.2!                       * +            !!           .0 .  .           !
 2012.3!                      +      *        !!           .  .  . 0         !
 2012.4!                            +*        !!           .  .0 .           !


     20.63 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
@@EQ   41 LAARUUS C LARUUS(-1) PRUUS;SMPL 1992.3 2012.4;OLS;EST   41 PLOT=0;EN
@@EQ   42 LAAUEUS C LAUEUS(-1) PUEUS;SMPL 1992.3 2012.4;OLS;EST   42 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PEGUS=EGPX$/USPMM;                                                      
 GENR LAAEGUS=LOG(AAEGUS+.00001);                                             
 GENR LAEGUS=LOG(AEGUS+.00001);                                               
 LHS AAEGUS=EXP(LAAEGUS)-.00001;                                              
  EQ   43 LAAEGUS C LAEGUS(-1) PEGUS;                                         
EQUATION 340  LAAEGUS  
   RHS     C  LAEGUS(-1)  PEGUS  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  340 PLOT=0;END;                                                     

Equation number =  340
**********************

Dependent variable = LAAEGUS 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -7.632423222

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.161635777       0.599945971  -1.93623     1.000000
11429 LAEGUS  ( -1)       0.616874966       0.068078515   9.06123    -7.635079
11427 PEGUS   (  0)      -1.505089690       0.492149160  -3.05820     1.169962

SE of equation            =     0.437293587
Sum of squared residuals  =  23.5207588       0.805577827E-11
Average absolute error    =     0.308408893
Sum of ABS residuals      =  38.8595205    
R squared                 =   0.52609
Durbin-Watson statistic   =   2.26293
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                 *   +                !!          0   .   .          !
 1981.4!                +      *              !!          .   .   . 0        !
 1982.1!                      +          *    !!          .   .   .     0    !
 1982.2!                           +  *       !!          .   .  0.          !
 1982.3!            *             +           !!  0       .   .   .          !
 1982.4!              +           *           !!          .   .   .     0    !
 1983.1!                       +              *!          .   .   .        0 !
 1983.2!                   *           +      !!    0     .   .   .          !
 1983.3!                   +            *     !!          .   .   .      0   !
 1983.4!                         *+           !!          .  0.   .          !
 1984.1!                       +  *           !!          .   .  0.          !
 1984.2!                      *+              !!          .  0.   .          !
 1984.3!                    +          *      !!          .   .   .    0     !
 1984.4!                *         +           !!      0   .   .   .          !
 1985.1!                +                     !!          .   0   .          !
 1985.2*                 +                    !0          .   .   .          !
 1985.3! *    +                               !!         0.   .   .          !
 1985.4! *      +                             !!       0  .   .   .          !
 1986.1!  *     +                             !!         0.   .   .          !
 1986.2!    *    +                            !!          0   .   .          !
 1986.3!           +        *                 !!          .   .   .   0      !
 1986.4!                 *   +                !!          .0  .   .          !
 1987.1!      *              +                !!  0       .   .   .          !
 1987.2!              +        *              !!          .   .   .   0      !
 1987.3!                        +   *         !!          .   .  0.          !
 1987.4!                        *  +          !!          .0  .   .          !
 1988.1!                      *  +            !!          .0  .   .          !
 1988.2!                 *     +              !!         0.   .   .          !
 1988.3!                   + *                !!          .   .0  .          !
 1988.4!                  *   +               !!          .0  .   .          !
 1989.1!              *      +                !!        0 .   .   .          !
 1989.2!                  + *                 !!          .   . 0 .          !
 1989.3!                   * +                !!          . 0 .   .          !
 1989.4!                    +                 !!          .   0   .          !
 1990.1!                      +  *            !!          .   .  0.          !
 1990.2!                      * +             !!          . 0 .   .          !
 1990.3!                      + *             !!          .   .0  .          !
 1990.4!                        *+            !!          .  0.   .          !
 1991.1!                        *+            !!          .  0.   .          !
 1991.2!                       *+             !!          .   0   .          !
 1991.3!                       +   *          !!          .   .   0          !
 1991.4!                          +  *        !!          .   .  0.          !
 1992.1!                       *    +         !!          0   .   .          !
 1992.2!                       +   *          !!          .   .  0.          !
 1992.3!                          + *         !!          .   .0  .          !
 1992.4!                        * +           !!          . 0 .   .          !
 1993.1!                        +*            !!          .   .0  .          !
 1993.2!                         +   *        !!          .   .   0          !
 1993.3!                          +     *     !!          .   .   .0         !
 1993.4!                             +        !!          .   0   .          !
 1994.1!                           +          !!          .   .0  .          !
 1994.2!                        * +           !!          . 0 .   .          !
 1994.3!                         +            !!          .   .0  .          !
 1994.4!                         +            !!          .  0.   .          !
 1995.1!                         +   *        !!          .   .   0          !
 1995.2!                            +*        !!          .   .0  .          !
 1995.3!                            +         !!          .   0   .          !
 1995.4!                            +         !!          .   .0  .          !
 1996.1!                           +          !!          .   0   .          !
 1996.2!                          +*          !!          .   .0  .          !
 1996.3!                         *+           !!          .  0.   .          !
 1996.4!                         + *          !!          .   .0  .          !
 1997.1!                       *  +           !!          . 0 .   .          !
 1997.2!                        +             !!          .   .0  .          !
 1997.3!                        +*            !!          .   .0  .          !
 1997.4!                        + *           !!          .   . 0 .          !
 1998.1!                       * +            !!          .  0.   .          !
 1998.2!                      *+              !!          .  0.   .          !
 1998.3!                      + *             !!          .   . 0 .          !
 1998.4!                    *   +             !!          .0  .   .          !
 1999.1!                      +*              !!          .   .0  .          !
 1999.2!                       +              !!          .   0   .          !
 1999.3!                       +              !!          .   0   .          !
 1999.4!                      *+              !!          .  0.   .          !
 2000.1!                       +  *           !!          .   .  0.          !
 2000.2!                         +  *         !!          .   . 0 .          !
 2000.3!                          +  *        !!          .   .  0.          !
 2000.4!                          +  *        !!          .   . 0 .          !
 2001.1!                  *       +           !!       0  .   .   .          !
 2001.2!                   +  *               !!          .   . 0 .          !
 2001.3!                  *   +               !!          .0  .   .          !
 2001.4!                *  +                  !!          . 0 .   .          !
 2002.1!              *   +                   !!          .0  .   .          !
 2002.2!                 +         *          !!          .   .   .   0      !
 2002.3!                 *       +            !!       0  .   .   .          !
 2002.4!                 *  +                 !!          .0  .   .          !
 2003.1!                    +     *           !!          .   .   .0         !
 2003.2!                        * +           !!          . 0 .   .          !
 2003.3!                     *  +             !!          . 0 .   .          !
 2003.4!                     * +              !!          . 0 .   .          !
 2004.1!                    *  +              !!          . 0 .   .          !
 2004.2!                    *  +              !!          . 0 .   .          !
 2004.3!                       + *            !!          .   . 0 .          !
 2004.4!                         * +          !!          .  0.   .          !
 2005.1!                         * +          !!          .  0.   .          !
 2005.2!                       *  +           !!          .0  .   .          !
 2005.3!                         +   *        !!          .   .  0.          !
 2005.4!                             + *      !!          .   . 0 .          !
 2006.1!                           *  +       !!          . 0 .   .          !
 2006.2!                            +   *     !!          .   .  0.          !
 2006.3!                             * +      !!          . 0 .   .          !
 2006.4!                            *+        !!          .  0.   .          !
 2007.1!                         *  +         !!          .0  .   .          !
 2007.2!                           + *        !!          .   . 0 .          !
 2007.3!                         *   +        !!          0   .   .          !
 2007.4!                      *    +          !!         0.   .   .          !
 2008.1!                         + *          !!          .   .0  .          !
 2008.2!                           * +        !!          .  0.   .          !
 2008.3!                             +*       !!          .   .0  .          !
 2008.4!                              + *     !!          .   . 0 .          !
 2009.1!                              +   *   !!          .   .  0.          !
 2009.2!                               +   *  !!          .   .  0.          !
 2009.3!                                 +   *!!          .   .  0.          !
 2009.4!                                 *+   !!          .  0.   .          !
 2010.1!                                +    *!!          .   .   0          !
 2010.2!                                  +   !!          .   0   .          !
 2010.3!                               *+     !!          .   0   .          !
 2010.4!                               +      !!          .   0   .          !
 2011.1!                               + *    !!          .   . 0 .          !
 2011.2!                                +     !!          .   0   .          !
 2011.3!                               +      !!          .   0   .          !
 2011.4!                               +  *   !!          .   .  0.          !
 2012.1!                                 +    !!          .   .0  .          !
 2012.2!                                +  *  !!          .   .  0.          !
 2012.3!                                 +*   !!          .   .0  .          !
 2012.4!                              * +     !!          . 0 .   .          !


     19.05 percent of the residuals exceed 1 SE
      7.14 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PISUS=ISPX$/USPMM;                                                      
 GENR LAAISUS=LOG(AAISUS+.00001);                                             
 GENR LAISUS=LOG(AISUS+.00001);                                               
 LHS AAISUS=EXP(LAAISUS)-.00001;                                              
  EQ   44 LAAISUS C LAISUS(-1) PISUS;                                         
EQUATION 341  LAAISUS  
   RHS     C  LAISUS(-1)  PISUS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  341 PLOT=0;END;                                                     

Equation number =  341
**********************

Dependent variable = LAAISUS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.981681655

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.172290315       0.111706890  -1.54234     1.000000
11432 LAISUS  ( -1)       0.950318647       0.018964499  50.11040    -4.987013
11430 PISUS   (  0)      -0.063926838       0.071285625  -0.89677     1.097188

SE of equation            =     0.095050897
Sum of squared residuals  =  1.67141452      -0.101476161E-09
Average absolute error    =     0.069879934
Sum of ABS residuals      =  13.1374276    
R squared                 =   0.93382
Durbin-Watson statistic   =   2.79418
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*+                                     !!          .  0.   .          !
 1966.2!+                                     !!          .   0   .          !
 1966.3* +                                    !!          .0  .   .          !
 1966.4!+                                     !!          .   0   .          !
 1967.1! +                                    !!          .   0   .          !
 1967.2!  +                                   !!          .   .0  .          !
 1967.3!   +*                                 !!          .   .0  .          !
 1967.4!     +                                !!          .   0   .          !
 1968.1!      +                               !!          .  0.   .          !
 1968.2!       +                              !!          .   0   .          !
 1968.3!       *+                             !!          .  0.   .          !
 1968.4!        +                             !!          .  0.   .          !
 1969.1!        +                             !!          .   0   .          !
 1969.2!        *+                            !!          . 0 .   .          !
 1969.3!       * +                            !!          . 0 .   .          !
 1969.4!       *+                             !!          .  0.   .          !
 1970.1!        + *                           !!          .   . 0 .          !
 1970.2!          *+                          !!          .  0.   .          !
 1970.3!           +                          !!          .  0.   .          !
 1970.4!           +                          !!          .  0.   .          !
 1971.1!            +                         !!          .   0   .          !
 1971.2!            *+                        !!          .   0   .          !
 1971.3!             +                        !!          .   0   .          !
 1971.4!              +*                      !!          .   . 0 .          !
 1972.1!              * +                     !!          .0  .   .          !
 1972.2!              *+                      !!          .  0.   .          !
 1972.3!               +                      !!          .   0   .          !
 1972.4!            *   +                     !!         0.   .   .          !
 1973.1!            *+                        !!          .  0.   .          !
 1973.2!         *   +                        !!         0.   .   .          !
 1973.3!          + *                         !!          .   . 0 .          !
 1973.4! *          +                         !0          .   .   .          !
 1974.1!  +        *                          !!          .   .   .       0  !
 1974.2!          * +                         !!          .0  .   .          !
 1974.3!         * +                          !!          .0  .   .          !
 1974.4!          + *                         !!          .   .  0.          !
 1975.1!         *   +                        !!         0.   .   .          !
 1975.2!          +  *                        !!          .   .  0.          !
 1975.3!              +                       !!          .   0   .          !
 1975.4!              *+                      !!          .  0.   .          !
 1976.1!             * +                      !!          . 0 .   .          !
 1976.2!              +                       !!          .   0   .          !
 1976.3!               +*                     !!          .   .0  .          !
 1976.4!                + *                   !!          .   . 0 .          !
 1977.1!                * +                   !!          .0  .   .          !
 1977.2!             *  +                     !!          0   .   .          !
 1977.3!           * +                        !!          0   .   .          !
 1977.4!           + *                        !!          .   .  0.          !
 1978.1!             +                        !!          .   0   .          !
 1978.2!           * +                        !!          0   .   .          !
 1978.3!       *   +                          !!         0.   .   .          !
 1978.4!   *    +                             !!        0 .   .   .          !
 1979.1!    +  *                              !!          .   .   0          !
 1979.2!       +  *                           !!          .   .   0          !
 1979.3!         * +                          !!          .0  .   .          !
 1979.4!         +  *                         !!          .   .   0          !
 1980.1!            +  *                      !!          .   .   .0         !
 1980.2!          *     +                     !!     0    .   .   .          !
 1980.3!          +    *                      !!          .   .   . 0        !
 1980.4!               +    *                 !!          .   .   . 0        !
 1981.1!              *     +                 !!     0    .   .   .          !
 1981.2!              +   *                   !!          .   .   .0         !
 1981.3!                  +                   !!          .   0   .          !
 1981.4!                  +    *              !!          .   .   .  0       !
 1982.1!                   *   +              !!        0 .   .   .          !
 1982.2!                   +                  !!          .  0.   .          !
 1982.3!                *  +                  !!          0   .   .          !
 1982.4!                 +   *                !!          .   .   .0         !
 1983.1!                    *+                !!          . 0 .   .          !
 1983.2!                    +*                !!          .   . 0 .          !
 1983.3!                 *    +               !!        0 .   .   .          !
 1983.4!                  +   *               !!          .   .   . 0        !
 1984.1!                  *    +              !!       0  .   .   .          !
 1984.2!                  + *                 !!          .   .  0.          !
 1984.3!                   * +                !!          .0  .   .          !
 1984.4!                   +   *              !!          .   .   .0         !
 1985.1!                       +*             !!          .   . 0 .          !
 1985.2!                        + *           !!          .   .  0.          !
 1985.3!                         * +          !!          .0  .   .          !
 1985.4!                         +            !!          .   .0  .          !
 1986.1!                          +           !!          .   .0  .          !
 1986.2!                          + *         !!          .   .  0.          !
 1986.3!                           *+         !!          . 0 .   .          !
 1986.4!                          *+          !!          .  0.   .          !
 1987.1!                           +*         !!          .   . 0 .          !
 1987.2!                           *+         !!          .  0.   .          !
 1987.3!                            +         !!          .   .0  .          !
 1987.4!                          * +         !!          .0  .   .          !
 1988.1!                          +           !!          .   0   .          !
 1988.2!                         *+           !!          .  0.   .          !
 1988.3!                      *  +            !!         0.   .   .          !
 1988.4!                      +    *          !!          .   .   . 0        !
 1989.1!                           + *        !!          .   .  0.          !
 1989.2!                           * +        !!          .0  .   .          !
 1989.3!                         *+           !!          . 0 .   .          !
 1989.4!                         + *          !!          .   . 0 .          !
 1990.1!                     *    +           !!       0  .   .   .          !
 1990.2!                  *  +                !!          0   .   .          !
 1990.3!                  +      *            !!          .   .   .     0    !
 1990.4!                         +*           !!          .   .0  .          !
 1991.1!                        * +           !!          .0  .   .          !
 1991.2!                        +             !!          .   0   .          !
 1991.3!                      * +             !!          .0  .   .          !
 1991.4!                      +  *            !!          .   .   .0         !
 1992.1!                         +*           !!          .   0   .          !
 1992.2!                         +*           !!          .   0   .          !
 1992.3!                        * +           !!          .0  .   .          !
 1992.4!                       *+             !!          .   0   .          !
 1993.1!                       +    *         !!          .   .   .  0       !
 1993.2!                      *     +         !!      0   .   .   .          !
 1993.3!                      +  *            !!          .   .  0.          !
 1993.4!                         + *          !!          .   .  0.          !
 1994.1!                          +           !!          .   0   .          !
 1994.2!                          +*          !!          .   . 0 .          !
 1994.3!                         * +          !!          0   .   .          !
 1994.4!                         +  *         !!          .   .   .0         !
 1995.1!                          * +         !!          . 0 .   .          !
 1995.2!                          +*          !!          .   .0  .          !
 1995.3!                           +*         !!          .   .0  .          !
 1995.4!                           *+         !!          . 0 .   .          !
 1996.1!                          *+          !!          .   0   .          !
 1996.2!                          + *         !!          .   . 0 .          !
 1996.3!                           *+         !!          .   0   .          !
 1996.4!                           + *        !!          .   . 0 .          !
 1997.1!                             +        !!          .   0   .          !
 1997.2!                             +        !!          .   0   .          !
 1997.3!                            +*        !!          .   .0  .          !
 1997.4!                            *+        !!          .  0.   .          !
 1998.1!                            + *       !!          .   . 0 .          !
 1998.2!                              +*      !!          .   . 0 .          !
 1998.3!                             * +      !!          . 0 .   .          !
 1998.4!                             + *      !!          .   .  0.          !
 1999.1!                             * +      !!          .0  .   .          !
 1999.2!                            +  *      !!          .   .  0.          !
 1999.3!                            * +       !!          .0  .   .          !
 1999.4!                            +   *     !!          .   .   . 0        !
 2000.1!                                +*    !!          .   . 0 .          !
 2000.2!                                *+    !!          .   0   .          !
 2000.3!                                +     !!          .  0.   .          !
 2000.4!                               +  *   !!          .   .  0.          !
 2001.1!                                 +    !!          .   0   .          !
 2001.2!                                 +    !!          .   0   .          !
 2001.3!                               *+     !!          . 0 .   .          !
 2001.4!                              +    *  !!          .   .   . 0        !
 2002.1!                                  +*  !!          .   .0  .          !
 2002.2!                                  +*  !!          .   .0  .          !
 2002.3!                               *  +   !!          0   .   .          !
 2002.4!                               +    * !!          .   .   . 0        !
 2003.1!                                   +  !!          .  0.   .          !
 2003.2!                                  +   !!          .  0.   .          !
 2003.3!                                * +   !!          .0  .   .          !
 2003.4!                               + *    !!          .   . 0 .          !
 2004.1!                                 + *  !!          .   .  0.          !
 2004.2!                                   +  !!          .   .0  .          !
 2004.3!                                *  +  !!          .0  .   .          !
 2004.4!                                +  *  !!          .   .   0          !
 2005.1!                                   +  !!          .   0   .          !
 2005.2!                                 *+   !!          . 0 .   .          !
 2005.3!                                + *   !!          .   . 0 .          !
 2005.4!                                * +   !!          . 0 .   .          !
 2006.1!                                +*    !!          .   . 0 .          !
 2006.2!                                 +  * !!          .   .   0          !
 2006.3!                                   +  !!          .  0.   .          !
 2006.4!                                  +*  !!          .   .0  .          !
 2007.1!                                  +*  !!          .   .0  .          !
 2007.2!                                  +*  !!          .   .0  .          !
 2007.3!                                *  +  !!          0   .   .          !
 2007.4!                               +     *!!          .   .   .   0      !
 2008.1!                                  *  +!!          .0  .   .          !
 2008.2!                                  +*  !!          .   .0  .          !
 2008.3!                                * +   !!          .0  .   .          !
 2008.4!                               *+     !!          .  0.   .          !
 2009.1!                              +   *   !!          .   .   .0         !
 2009.2!                                 + *  !!          .   .  0.          !
 2009.3!                                  *+  !!          .   0   .          !
 2009.4!                                  +   *!          .   .   . 0        !
 2010.1!                                    *+!!          . 0 .   .          !
 2010.2!                                   +* !!          .   0   .          !
 2010.3!                               *   +  !!         0.   .   .          !
 2010.4!                               +   *  !!          .   .   . 0        !
 2011.1!                                  + * !!          .   . 0 .          !
 2011.2!                                   +  !!          .   0   .          !
 2011.3!                              *    +  !!        0 .   .   .          !
 2011.4!                             *+       !!          .  0.   .          !
 2012.1!                             +        !!          .   0   .          !
 2012.2!                            *+        !!          .  0.   .          !
 2012.3!                           +          !!          .   0   .          !
 2012.4!                           +          !!          .   0   .          !


     25.00 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ    45 LAAKEUS C LAKEUS(-1) PKEUS;SMPL 1966.1 2012.4;OLS;EST   45 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBAUS=BAPX$/USPMM;                                                      
 GENR LAABAUS=LOG(AABAUS+.00001);                                             
 GENR LABAUS=LOG(ABAUS+.00001);                                               
 LHS AABAUS=EXP(LAABAUS)-.00001;                                              
  EQ   46 LAABAUS C LABAUS(-1) PBAUS;                                         
EQUATION 342  LAABAUS  
   RHS     C  LABAUS(-1)  PBAUS  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  342 PLOT=0;END;                                                     

Equation number =  342
**********************

Dependent variable = LAABAUS 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -7.169330146

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.587149561       0.159115828  -3.69008     1.000000
11435 LABAUS  ( -1)       0.878996544       0.029065209  30.24222    -7.177661
11433 PBAUS   (  0)      -0.178318473       0.042672514  -4.17877     1.531200

SE of equation            =     0.146794237
Sum of squared residuals  =  3.42621915       0.964295310E-11
Average absolute error    =     0.106460396
Sum of ABS residuals      =  17.2465841    
R squared                 =   0.95831
Durbin-Watson statistic   =   2.27269
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!               +                      !!           .  .0 .           !
 1972.4!              *+                      !!           .0 .  .           !
 1973.1!             +      *                 !!           .  .  .       0   !
 1973.2!                   +                  !!           .  .0 .           !
 1973.3!                  +*                  !!           .  . 0.           !
 1973.4!             *   +                    !!       0   .  .  .           !
 1974.1!           +                          !!           . 0.  .           !
 1974.2!           +                          !!           . 0.  .           !
 1974.3!           +                          !!           .  0  .           !
 1974.4!          +*                          !!           .  . 0.           !
 1975.1!           + *                        !!           .  .  . 0         !
 1975.2!            +*                        !!           .  .0 .           !
 1975.3!         *  +                         !!         0 .  .  .           !
 1975.4!        +*                            !!           .  0  .           !
 1976.1!        + *                           !!           .  . 0.           !
 1976.2!         +                            !!           .  0  .           !
 1976.3!        +  *                          !!           .  .  . 0         !
 1976.4!          +                           !!           .  0  .           !
 1977.1!         +                            !!           .  0  .           !
 1977.2!        +*                            !!           .  .0 .           !
 1977.3!     *  +                             !!         0 .  .  .           !
 1977.4!    +  *                              !!           .  .  .0          !
 1978.1!      +                               !!           .  0  .           !
 1978.2!      +                               !!           . 0.  .           !
 1978.3!     + *                              !!           .  .  0           !
 1978.4!      +  *                            !!           .  .  .0          !
 1979.1!       *+                             !!           . 0.  .           !
 1979.2!       +*                             !!           .  .0 .           !
 1979.3!        +                             !!           .  .0 .           !
 1979.4!      *+                              !!           0  .  .           !
 1980.1!      +*                              !!           .  . 0.           !
 1980.2! *     +                              !!     0     .  .  .           !
 1980.3*  +                                   !!         0 .  .  .           !
 1980.4! +        *                           !!           .  .  .           0
 1981.1!       *   +                          !!      0    .  .  .           !
 1981.2!     *  +                             !!          0.  .  .           !
 1981.3!       +*                             !!           .  . 0.           !
 1981.4!       *  +                           !!         0 .  .  .           !
 1982.1!     *   +                            !!       0   .  .  .           !
 1982.2!       + *                            !!           .  .  0           !
 1982.3!       *   +                          !!         0 .  .  .           !
 1982.4!         +   *                        !!           .  .  .  0        !
 1983.1!           *  +                       !!        0  .  .  .           !
 1983.2!            + *                       !!           .  .  0           !
 1983.3!           *    +                     !!      0    .  .  .           !
 1983.4!       *    +                         !!      0    .  .  .           !
 1984.1!     *  +                             !!        0  .  .  .           !
 1984.2!      +                               !!           .  0  .           !
 1984.3!       +*                             !!           .  . 0.           !
 1984.4!       *+                             !!           .0 .  .           !
 1985.1!      +*                              !!           .  .0 .           !
 1985.2!     *+                               !!           . 0.  .           !
 1985.3!      +     *                         !!           .  .  .     0     !
 1985.4!            *+                        !!           . 0.  .           !
 1986.1!             +                        !!           .  0  .           !
 1986.2!              *+                      !!           . 0.  .           !
 1986.3!               + *                    !!           .  .  .0          !
 1986.4!                 *+                   !!           .0 .  .           !
 1987.1!                   +    *             !!           .  .  .     0     !
 1987.2!                      *  +            !!         0 .  .  .           !
 1987.3!                    * +               !!          0.  .  .           !
 1987.4!                     +                !!           .  0  .           !
 1988.1!                     +*               !!           .  0  .           !
 1988.2!                    * +               !!           0  .  .           !
 1988.3!                   * +                !!           0  .  .           !
 1988.4!                  * +                 !!           0  .  .           !
 1989.1!                   +                  !!           .  0  .           !
 1989.2!                   *+                 !!           . 0.  .           !
 1989.3!                    +*                !!           .  . 0.           !
 1989.4!                      + *             !!           .  .  0           !
 1990.1!                        *+            !!           . 0.  .           !
 1990.2!                        + *           !!           .  .  0           !
 1990.3!                         *+           !!           .0 .  .           !
 1990.4!                         +*           !!           .  .0 .           !
 1991.1!                        * +           !!          0.  .  .           !
 1991.2!                     *  +             !!         0 .  .  .           !
 1991.3!                      +               !!           .  0  .           !
 1991.4!                       +  *           !!           .  .  . 0         !
 1992.1!                          + *         !!           .  .  0           !
 1992.2!                            + *       !!           .  . 0.           !
 1992.3!                              +*      !!           .  . 0.           !
 1992.4!                              *+      !!           .0 .  .           !
 1993.1!                            * +       !!           .0 .  .           !
 1993.2!                            +         !!           .  0  .           !
 1993.3!                            + *       !!           .  .  0           !
 1993.4!                            * +       !!           0  .  .           !
 1994.1!                           *+         !!           0  .  .           !
 1994.2!                           +*         !!           .  .0 .           !
 1994.3!                            + *       !!           .  . 0.           !
 1994.4!                              +*      !!           .  . 0.           !
 1995.1!                              *+      !!           . 0.  .           !
 1995.2!                              +*      !!           .  .0 .           !
 1995.3!                             * +      !!          0.  .  .           !
 1995.4!                             +        !!           .  0  .           !
 1996.1!                            *+        !!           . 0.  .           !
 1996.2!                           * +        !!           .0 .  .           !
 1996.3!                            +*        !!           .  . 0.           !
 1996.4!                             + *      !!           .  .  0           !
 1997.1!                              +       !!           . 0.  .           !
 1997.2!                             *+       !!           .0 .  .           !
 1997.3!                             +*       !!           .  . 0.           !
 1997.4!                              +  *    !!           .  .  .  0        !
 1998.1!                              *  +    !!          0.  .  .           !
 1998.2!                              + *     !!           .  .  0           !
 1998.3!                               +      !!           . 0.  .           !
 1998.4!                            *  +      !!          0.  .  .           !
 1999.1!                            +*        !!           .  .0 .           !
 1999.2!                             +*       !!           .  .  0           !
 1999.3!                              +       !!           . 0.  .           !
 1999.4!                             *+       !!           . 0.  .           !
 2000.1!                             + *      !!           .  . 0.           !
 2000.2!                              +       !!           .  0  .           !
 2000.3!                              +*      !!           .  0  .           !
 2000.4!                              +*      !!           .  .0 .           !
 2001.1!                               +      !!           .  .0 .           !
 2001.2!                               +      !!           .  .0 .           !
 2001.3!                             * +      !!           0  .  .           !
 2001.4!                             +*       !!           .  . 0.           !
 2002.1!                              +       !!           .  0  .           !
 2002.2!                            * +       !!           0  .  .           !
 2002.3!                            +         !!           .  0  .           !
 2002.4!                            +         !!           .  0  .           !
 2003.1!                            + *       !!           .  .  0           !
 2003.2!                            * +       !!           0  .  .           !
 2003.3!                           *+         !!           .0 .  .           !
 2003.4!                           *+         !!           .  0  .           !
 2004.1!                            +         !!           .  0  .           !
 2004.2!                            +         !!           .  0  .           !
 2004.3!                           *+         !!           . 0.  .           !
 2004.4!                            +  *      !!           .  .  .0          !
 2005.1!                             * +      !!           .0 .  .           !
 2005.2!                             *+       !!           .  0  .           !
 2005.3!                             *+       !!           . 0.  .           !
 2005.4!                             + *      !!           .  .  0           !
 2006.1!                               +  *   !!           .  .  . 0         !
 2006.2!                                  +   !!           .  0  .           !
 2006.3!                               *  +   !!          0.  .  .           !
 2006.4!                               +  *   !!           .  .  . 0         !
 2007.1!                                  +*  !!           .  . 0.           !
 2007.2!                                   +  !!           .  0  .           !
 2007.3!                               *  +   !!         0 .  .  .           !
 2007.4!                               +*     !!           .  . 0.           !
 2008.1!                                +     !!           . 0.  .           !
 2008.2!                                +     !!           .  0  .           !
 2008.3!                               *+     !!           . 0.  .           !
 2008.4!                               +   *  !!           .  .  .  0        !
 2009.1!                                  +   *!           .  .  . 0         !
 2009.2!                                     +!!           .  .0 .           !
 2009.3!                                   *+ !!           0  .  .           !
 2009.4!                                   +* !!           .  . 0.           !
 2010.1!                                  *+  !!           .0 .  .           !
 2010.2!                                  +   !!           .  0  .           !
 2010.3!                                  +*  !!           .  . 0.           !
 2010.4!                                   +  *!           .  .  . 0         !
 2011.1!                                     +!!           . 0.  .           !
 2011.2!                                    +*!!           .  .0 .           !
 2011.3!                                    + !!           . 0.  .           !
 2011.4!                                   +* !!           .  .0 .           !
 2012.1!                                   +* !!           .  .0 .           !
 2012.2!                                   +  !!           .  0  .           !
 2012.3!                                  *+  !!           . 0.  .           !
 2012.4!                                  +*  !!           .  . 0.           !


     25.31 percent of the residuals exceed 1 SE
      6.17 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKUS=HKPX$/USPMM;                                                      
 GENR LAAHKUS=LOG(AAHKUS+.00001);                                             
 GENR LAHKUS=LOG(AHKUS+.00001);                                               
 LHS AAHKUS=EXP(LAAHKUS)-.00001;                                              
  EQ   47 LAAHKUS C LAHKUS(-1) PHKUS;                                         
EQUATION 343  LAAHKUS  
   RHS     C  LAHKUS(-1)  PHKUS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  343 PLOT=0;END;                                                     

Equation number =  343
**********************

Dependent variable = LAAHKUS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.821106242

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.234595107       0.058840035  -3.98700     1.000000
11438 LAHKUS  ( -1)       0.904185932       0.022709254  39.81575    -3.827384
11436 PHKUS   (  0)      -0.075507292       0.020579861  -3.66899     1.666650

SE of equation            =     0.080691689
Sum of squared residuals  =  1.20456252      -0.325965921E-10
Average absolute error    =     0.058350768
Sum of ABS residuals      =  10.9699444    
R squared                 =   0.97964
Durbin-Watson statistic   =   2.13746
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*   +                                  !!       0   .  .  .           !
 1966.2!+                                     !!           .  0  .           !
 1966.3! + *                                  !!           .  .  0           !
 1966.4!   +*                                 !!           .  .0 .           !
 1967.1!  * +                                 !!           0  .  .           !
 1967.2!   +*                                 !!           .  .0 .           !
 1967.3!    +*                                !!           .  . 0.           !
 1967.4!      +*                              !!           .  .0 .           !
 1968.1!   *   +                              !!        0  .  .  .           !
 1968.2!    + *                               !!           .  .  0           !
 1968.3!      +*                              !!           .  . 0.           !
 1968.4!        +                             !!           .  .0 .           !
 1969.1!        +                             !!           .  0  .           !
 1969.2!        *+                            !!           . 0.  .           !
 1969.3!        +*                            !!           .  .0 .           !
 1969.4!         +*                           !!           .  .0 .           !
 1970.1!          +                           !!           .  .0 .           !
 1970.2!           +*                         !!           .  . 0.           !
 1970.3!          * +                         !!           0  .  .           !
 1970.4!         *+                           !!           .0 .  .           !
 1971.1!         +                            !!           .  0  .           !
 1971.2!         + *                          !!           .  .  0           !
 1971.3!        *  +                          !!          0.  .  .           !
 1971.4!        *+                            !!           .  0  .           !
 1972.1!         +                            !!           .  .0 .           !
 1972.2!         +                            !!           . 0.  .           !
 1972.3!        *+                            !!           . 0.  .           !
 1972.4!        +                             !!           . 0.  .           !
 1973.1!      * +                             !!           0  .  .           !
 1973.2!     *+                               !!           . 0.  .           !
 1973.3!    *+                                !!           . 0.  .           !
 1973.4!   *+                                 !!           . 0.  .           !
 1974.1!  +   *                               !!           .  .  .  0        !
 1974.2!    * +                               !!           0  .  .           !
 1974.3!   *+                                 !!           .0 .  .           !
 1974.4!*  +                                  !!         0 .  .  .           !
 1975.1!  +        *                          !!           .  .  .           0
 1975.2!            + *                       !!           .  .  0           !
 1975.3!               +*                     !!           .  .0 .           !
 1975.4!                +*                    !!           .  . 0.           !
 1976.1!                  +                   !!           .  0  .           !
 1976.2!                * +                   !!          0.  .  .           !
 1976.3!                +                     !!           .  0  .           !
 1976.4!                + *                   !!           .  . 0.           !
 1977.1!               * +                    !!           0  .  .           !
 1977.2!                +*                    !!           .  . 0.           !
 1977.3!                *+                    !!           . 0.  .           !
 1977.4!                + *                   !!           .  .  0           !
 1978.1!                * +                   !!          0.  .  .           !
 1978.2!                +*                    !!           .  . 0.           !
 1978.3!                *+                    !!           0  .  .           !
 1978.4!                +*                    !!           .  . 0.           !
 1979.1!                 *+                   !!           .0 .  .           !
 1979.2!                 +  *                 !!           .  .  .0          !
 1979.3!                    +                 !!           . 0.  .           !
 1979.4!                    + *               !!           .  .  0           !
 1980.1!                      +*              !!           .  .0 .           !
 1980.2!                        + *           !!           .  .  0           !
 1980.3!                         *+           !!           . 0.  .           !
 1980.4!                         +*           !!           .  .0 .           !
 1981.1!                        * +           !!           0  .  .           !
 1981.2!                       *+             !!           0  .  .           !
 1981.3!                      *+              !!           . 0.  .           !
 1981.4!                       +   *          !!           .  .  .   0       !
 1982.1!                         * +          !!          0.  .  .           !
 1982.2!                         +            !!           .  0  .           !
 1982.3!                        *+            !!           .0 .  .           !
 1982.4!                        + *           !!           .  .  .0          !
 1983.1!                           +          !!           .  0  .           !
 1983.2!                           +          !!           . 0.  .           !
 1983.3!                           +          !!           . 0.  .           !
 1983.4!                           +*         !!           .  .  0           !
 1984.1!                            *+        !!           . 0.  .           !
 1984.2!                           *+         !!           .0 .  .           !
 1984.3!                           +          !!           . 0.  .           !
 1984.4!                           +          !!           .  0  .           !
 1985.1!                           +          !!           . 0.  .           !
 1985.2!                        *  +          !!         0 .  .  .           !
 1985.3!                        +*            !!           .  .0 .           !
 1985.4!                         + *          !!           .  . 0.           !
 1986.1!                           +          !!           .  0  .           !
 1986.2!                          *+          !!           . 0.  .           !
 1986.3!                           +*         !!           .  . 0.           !
 1986.4!                            +  *      !!           .  .  . 0         !
 1987.1!                               +      !!           . 0.  .           !
 1987.2!                               +      !!           .  .0 .           !
 1987.3!                              *+      !!           .0 .  .           !
 1987.4!                              +*      !!           .  .0 .           !
 1988.1!                               +      !!           .  .0 .           !
 1988.2!                               +*     !!           .  .0 .           !
 1988.3!                               *+     !!           .  0  .           !
 1988.4!                               +   *  !!           .  .  . 0         !
 1989.1!                                 *+   !!           0  .  .           !
 1989.2!                                +*    !!           .  .0 .           !
 1989.3!                                 +    !!           .  .0 .           !
 1989.4!                                 + *  !!           .  .  .0          !
 1990.1!                                *  +  !!          0.  .  .           !
 1990.2!                                +*    !!           .  .0 .           !
 1990.3!                                 +    !!           .  .0 .           !
 1990.4!                                 + *  !!           .  .  .0          !
 1991.1!                                  *+  !!           .0 .  .           !
 1991.2!                                 +*   !!           .  .0 .           !
 1991.3!                                 +*   !!           .  .0 .           !
 1991.4!                                  +   *!           .  .  .   0       !
 1992.1!                                     +!!           .  0  .           !
 1992.2!                                    +*!!           .  .0 .           !
 1992.3!                                     +!!           .  .0 .           !
 1992.4!                                    +*!!           .  . 0.           !
 1993.1!                                     +!!           .  .0 .           !
 1993.2!                                     +!!           .  0  .           !
 1993.3!                                    +*!!           .  . 0.           !
 1993.4!                                    + *!           .  . 0.           !
 1994.1!                                     +!!           .  0  .           !
 1994.2!                                    +*!!           .  .0 .           !
 1994.3!                                    +*!!           .  . 0.           !
 1994.4!                                     +!!           .  .0 .           !
 1995.1!                                     +*!           .  . 0.           !
 1995.2!                                     +*!           .  . 0.           !
 1995.3!                                     +*!           .  0  .           !
 1995.4!                                     +!!           .  0  .           !
 1996.1!                                    + !!           .  0  .           !
 1996.2!                                    + !!           .  .0 .           !
 1996.3!                                    +*!!           .  . 0.           !
 1996.4!                                    +*!!           .  .0 .           !
 1997.1!                                    + !!           .  .0 .           !
 1997.2!                                    + !!           .  0  .           !
 1997.3!                                   +  !!           . 0.  .           !
 1997.4!                                  + * !!           .  .  .0          !
 1998.1!                                   *+ !!           . 0.  .           !
 1998.2!                                   +  !!           .  0  .           !
 1998.3!                                 *+   !!           .0 .  .           !
 1998.4!                                 +*   !!           .  . 0.           !
 1999.1!                                  +   !!           .  0  .           !
 1999.2!                                 +*   !!           .  0  .           !
 1999.3!                                *+    !!           .0 .  .           !
 1999.4!                                + *   !!           .  .  .0          !
 2000.1!                                  +   !!           .  .0 .           !
 2000.2!                                 *+   !!           .0 .  .           !
 2000.3!                                *+    !!           . 0.  .           !
 2000.4!                                +*    !!           .  . 0.           !
 2001.1!                                 +    !!           . 0.  .           !
 2001.2!                               *+     !!           .0 .  .           !
 2001.3!                               +*     !!           .  0  .           !
 2001.4!                               + *    !!           .  . 0.           !
 2002.1!                                +     !!           . 0.  .           !
 2002.2!                                +     !!           .  .0 .           !
 2002.3!                                +     !!           .  0  .           !
 2002.4!                                +*    !!           .  . 0.           !
 2003.1!                                 +    !!           . 0.  .           !
 2003.2!                                *+    !!           .0 .  .           !
 2003.3!                               *+     !!           .  0  .           !
 2003.4!                                +*    !!           .  . 0.           !
 2004.1!                                *+    !!           . 0.  .           !
 2004.2!                               *+     !!           .0 .  .           !
 2004.3!                              * +     !!           .0 .  .           !
 2004.4!                               +*     !!           .  . 0.           !
 2005.1!                                +     !!           .  0  .           !
 2005.2!                                +     !!           .0 .  .           !
 2005.3!                               *+     !!           .0 .  .           !
 2005.4!                               +      !!           .  0  .           !
 2006.1!                               +      !!           .  0  .           !
 2006.2!                              * +     !!           .0 .  .           !
 2006.3!                              *+      !!           .0 .  .           !
 2006.4!                              +*      !!           .  . 0.           !
 2007.1!                               *+     !!           .0 .  .           !
 2007.2!                              *+      !!           . 0.  .           !
 2007.3!                             * +      !!           0  .  .           !
 2007.4!                              +*      !!           .  .0 .           !
 2008.1!                               +      !!           . 0.  .           !
 2008.2!                              *+      !!           .0 .  .           !
 2008.3!                             * +      !!           0  .  .           !
 2008.4!                             *+       !!           . 0.  .           !
 2009.1!                              +       !!           .  0  .           !
 2009.2!                              +       !!           . 0.  .           !
 2009.3!                           *  +       !!         0 .  .  .           !
 2009.4!                            +         !!           .  0  .           !
 2010.1!                             +        !!           .  .0 .           !
 2010.2!                             *+       !!           .  0  .           !
 2010.3!                            * +       !!          0.  .  .           !
 2010.4!                            *+        !!           . 0.  .           !
 2011.1!                            *+        !!           . 0.  .           !
 2011.2!                           * +        !!          0.  .  .           !
 2011.3!                         * +          !!          0.  .  .           !
 2011.4!                         *+           !!           . 0.  .           !
 2012.1!                          +           !!           . 0.  .           !
 2012.2!                         * +          !!           0  .  .           !
 2012.3!                        * +           !!           .0 .  .           !
 2012.4!                         +            !!           .  0  .           !


     23.40 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIUS=SIPX$/USPMM;                                                      
 GENR LAASIUS=LOG(AASIUS+.00001);                                             
 GENR LASIUS=LOG(ASIUS+.00001);                                               
 LHS AASIUS=EXP(LAASIUS)-.00001;                                              
  EQ   48 LAASIUS C LASIUS(-1) PSIUS;                                         
EQUATION 344  LAASIUS  
   RHS     C  LASIUS(-1)  PSIUS  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST  344 PLOT=0;END;                                                     

Equation number =  344
**********************

Dependent variable = LAASIUS 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -4.555468210

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.177916209       0.061483319  -2.89373     1.000000
11441 LASIUS  ( -1)       0.947897211       0.019342984  49.00470    -4.566736
11439 PSIUS   (  0)      -0.030028972       0.029125839  -1.03101     1.623633

SE of equation            =     0.110472687
Sum of squared residuals  =  2.13573756       0.568523006E-11
Average absolute error    =     0.085850088
Sum of ABS residuals      =  15.2813158    
R squared                 =   0.97078
Durbin-Watson statistic   =   2.47359
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3+*                                     !!         .    . 0  .         !
 1968.4! +*                                   !!         .    . 0  .         !
 1969.1!   +*                                 !!         .    .  0 .         !
 1969.2!    *+                                !!         . 0  .    .         !
 1969.3!    *+                                !!         .  0 .    .         !
 1969.4!    *+                                !!         . 0  .    .         !
 1970.1!    *+                                !!         .0   .    .         !
 1970.2!   * +                                !!         .0   .    .         !
 1970.3!   *+                                 !!         . 0  .    .         !
 1970.4!    +                                 !!         . 0  .    .         !
 1971.1!    *+                                !!         . 0  .    .         !
 1971.2!    *+                                !!         .  0 .    .         !
 1971.3!    *+                                !!         .  0 .    .         !
 1971.4!      +                               !!         .    .0   .         !
 1972.1!     * +                              !!        0.    .    .         !
 1972.2!      +   *                           !!         .    .    .      0  !
 1972.3!           +*                         !!         .    .  0 .         !
 1972.4!            *+                        !!         .  0 .    .         !
 1973.1!             +*                       !!         .    .  0 .         !
 1973.2!              + *                     !!         .    .   0.         !
 1973.3!                +                     !!         .    0    .         !
 1973.4!             *   +                    !!     0   .    .    .         !
 1974.1!              +   *                   !!         .    .    .    0    !
 1974.2!                  +  *                !!         .    .    .  0      !
 1974.3!                *    +                !0         .    .    .         !
 1974.4!               *+                     !!         .0   .    .         !
 1975.1!           *   +                      !!   0     .    .    .         !
 1975.2!            +    *                    !!         .    .    .        0!
 1975.3!               * +                    !!        0.    .    .         !
 1975.4!               + *                    !!         .    .  0 .         !
 1976.1!               * +                    !!        0.    .    .         !
 1976.2!               +                      !!         .   0.    .         !
 1976.3!               +                      !!         .    0    .         !
 1976.4!               *+                     !!         .  0 .    .         !
 1977.1!               +*                     !!         .    . 0  .         !
 1977.2!               *+                     !!         . 0  .    .         !
 1977.3!                +*                    !!         .    .  0 .         !
 1977.4!                *+                    !!         .0   .    .         !
 1978.1!                +                     !!         .   0.    .         !
 1978.2!                + *                   !!         .    .    0         !
 1978.3!                * +                   !!         0    .    .         !
 1978.4!                 + *                  !!         .    .    . 0       !
 1979.1!                 * +                  !!         0    .    .         !
 1979.2!                  +*                  !!         .    .   0.         !
 1979.3!                   +                  !!         .  0 .    .         !
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 1980.1!                  + *                 !!         .    .   0.         !
 1980.2!                    +                 !!         .   0.    .         !
 1980.3!                    +                 !!         .    .0   .         !
 1980.4!                     +                !!         .    . 0  .         !
 1981.1!                *    +                !0         .    .    .         !
 1981.2!                + *                   !!         .    .    0         !
 1981.3!                  +                   !!         .    0    .         !
 1981.4!                   +*                 !!         .    .  0 .         !
 1982.1!                 *  +                 !!     0   .    .    .         !
 1982.2!                 +  *                 !!         .    .    .  0      !
 1982.3!                    +                 !!         .    0    .         !
 1982.4!                  * +                 !!       0 .    .    .         !
 1983.1!                  +*                  !!         .    .   0.         !
 1983.2!                    +   *             !!         .    .    .       0 !
 1983.3!                        +*            !!         .    .  0 .         !
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 1984.3!                       +*             !!         .    . 0  .         !
 1984.4!                        +             !!         .    .0   .         !
 1985.1!                        +             !!         .  0 .    .         !
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 1986.2!                       +  *           !!         .    .    .    0    !
 1986.3!                           +          !!         .    . 0  .         !
 1986.4!                           +*         !!         .    .  0 .         !
 1987.1!                           *+         !!         0    .    .         !
 1987.2!                           + *        !!         .    .    .0        !
 1987.3!                             +        !!         .    . 0  .         !
 1987.4!                             + *      !!         .    .    0         !
 1988.1!                              *+      !!         . 0  .    .         !
 1988.2!                              + *     !!         .    .    .0        !
 1988.3!                                +*    !!         .    . 0  .         !
 1988.4!                                 + *  !!         .    .    0         !
 1989.1!                               *  +   !!     0   .    .    .         !
 1989.2!                               + *    !!         .    .    0         !
 1989.3!                                 +    !!         .    .0   .         !
 1989.4!                                 +*   !!         .    .   0.         !
 1990.1!                               *  +   !!     0   .    .    .         !
 1990.2!                               + *    !!         .    .    .0        !
 1990.3!                                 +    !!         .    .0   .         !
 1990.4!                                *+    !!         . 0  .    .         !
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 1991.4!                                + *   !!         .    .   0.         !
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 1992.2!                                +*    !!         .    .0   .         !
 1992.3!                                 +*   !!         .    .   0.         !
 1992.4!                                  +   !!         .    . 0  .         !
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 1993.2!                                +*    !!         .    .   0.         !
 1993.3!                                 + *  !!         .    .    .0        !
 1993.4!                                  *+  !!         .  0 .    .         !
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 1994.2!                                  +   !!         .    . 0  .         !
 1994.3!                                  +*  !!         .    .  0 .         !
 1994.4!                                   +  !!         .    .0   .         !
 1995.1!                                 * +  !!         .0   .    .         !
 1995.2!                                 + *  !!         .    .    .0        !
 1995.3!                                   +  *!         .    .    .  0      !
 1995.4!                                     +*!         .    . 0  .         !
 1996.1!                                    * +!         .0   .    .         !
 1996.2!                                    + !!         .    0    .         !
 1996.3!                                    + !!         .    . 0  .         !
 1996.4!                                    + !!         .   0.    .         !
 1997.1!                                 * +  !!         0    .    .         !
 1997.2!                                 + *  !!         .    .    .0        !
 1997.3!                                   + *!!         .    .    .0        !
 1997.4!                                   * +!!         . 0  .    .         !
 1998.1!                                  *+  !!         .  0 .    .         !
 1998.2!                                  +*  !!         .    .  0 .         !
 1998.3!                                   +* !!         .    . 0  .         !
 1998.4!                                  *+  !!         . 0  .    .         !
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 1999.3!                                  +   !!         .    0    .         !
 1999.4!                                  +   !!         .   0.    .         !
 2000.1!                               * +    !!        0.    .    .         !
 2000.2!                               +      !!         .  0 .    .         !
 2000.3!                               + *    !!         .    .    .0        !
 2000.4!                                 +    !!         .    . 0  .         !
 2001.1!                               * +    !!         0    .    .         !
 2001.2!                              *+      !!         .0   .    .         !
 2001.3!                             *+       !!         . 0  .    .         !
 2001.4!                             +*       !!         .    .   0.         !
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 2002.3!                              +*      !!         .    . 0  .         !
 2002.4!                               +      !!         .   0.    .         !
 2003.1!                               +*     !!         .    . 0  .         !
 2003.2!                                +     !!         .    .0   .         !
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 2004.2!                               +*     !!         .    . 0  .         !
 2004.3!                                +*    !!         .    .  0 .         !
 2004.4!                                *+    !!         .0   .    .         !
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 2005.2!                               *+     !!         . 0  .    .         !
 2005.3!                               +      !!         .    0    .         !
 2005.4!                               +      !!         .    . 0  .         !
 2006.1!                               *+     !!         .  0 .    .         !
 2006.2!                               +*     !!         .    . 0  .         !
 2006.3!                                +     !!         .    0    .         !
 2006.4!                               *+     !!         .  0 .    .         !
 2007.1!                               +*     !!         .    . 0  .         !
 2007.2!                               *+     !!         . 0  .    .         !
 2007.3!                              *+      !!         .  0 .    .         !
 2007.4!                              +       !!         .   0.    .         !
 2008.1!                              +*      !!         .    .0   .         !
 2008.2!                            *  +      !!        0.    .    .         !
 2008.3!                           * +        !!         .0   .    .         !
 2008.4!                            +         !!         .    .  0 .         !
 2009.1!                           * +        !!         . 0  .    .         !
 2009.2!                            +*        !!         .    .  0 .         !
 2009.3!                             +        !!         .   0.    .         !
 2009.4!                             +        !!         .    .0   .         !
 2010.1!                            * +       !!         0    .    .         !
 2010.2!                            +*        !!         .    . 0  .         !
 2010.3!                             + *      !!         .    .    0         !
 2010.4!                              *+      !!         .  0 .    .         !
 2011.1!                            *  +      !!      0  .    .    .         !
 2011.2!                            +         !!         .    .0   .         !
 2011.3!                           * +        !!        0.    .    .         !
 2011.4!                          *+          !!         . 0  .    .         !
 2012.1!                          + *         !!         .    .   0.         !
 2012.2!                          * +         !!       0 .    .    .         !
 2012.3!                          +           !!         .    0    .         !
 2012.4!                          +*          !!         .    . 0  .         !


     25.84 percent of the residuals exceed 1 SE
      5.06 percent of the residuals exceed 2 SE
@EQ    49 LAAVIUS C LAVIUS(-1) PVIUS;SMPL 1990.3 2012.4;OLS;EST   49 PLOT=0;EN
@@EQ   50 LAANIUS C LANIUS(-1) PNIUS;SMPL 1981.3 2012.4;OLS;EST   50 PLOT=0;EN
@@EQ   51 LAAALUS C LAALUS(-1) PALUS;SMPL 1981.3 2012.4;OLS;EST   51 PLOT=0;EN
@@EQ   52 LAAIAUS C LAIAUS(-1) PIAUS;SMPL 1966.1 2012.4;OLS;EST   52 PLOT=0;EN
@@EQ   53 LAAINUS C LAINUS(-1) PINUS;SMPL 2012.4 2012.4;OLS;EST   53 PLOT=0;EN
@@EQ   54 LAAIQUS C LAIQUS(-1) PIQUS;SMPL 1997.4 2012.4;OLS;EST   54 PLOT=0;EN
@@EQ   55 LAAKUUS C LAKUUS(-1) PKUUS;SMPL 1991.4 2012.4;OLS;EST   55 PLOT=0;EN
@@EQ   56 LAALIUS C LALIUS(-1) PLIUS;SMPL 2005.1 2012.4;OLS;EST   56 PLOT=0;EN
@@EQ   57 LAAUAUS C LAUAUS(-1) PUAUS;SMPL 1981.3 2012.4;OLS;EST   57 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSCA=USPX$/CAPMM;                                                      
 GENR LAAUSCA=LOG(AAUSCA+.00001);                                             
 GENR LAUSCA=LOG(AUSCA+.00001);                                               
 LHS AAUSCA=EXP(LAAUSCA)-.00001;                                              
  EQ   58 LAAUSCA C LAUSCA(-1) PUSCA;                                         
EQUATION 345  LAAUSCA  
   RHS     C  LAUSCA(-1)  PUSCA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  345 PLOT=0;END;                                                     

Equation number =  345
**********************

Dependent variable = LAAUSCA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -0.370191761

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.018784834       0.022777891   0.82470     1.000000
11444 LAUSCA  ( -1)       0.905145836       0.035592445  25.43084    -0.371111
11442 PUSCA   (  0)      -0.048674196       0.030215949  -1.61088     1.090252

SE of equation            =     0.019426249
Sum of squared residuals  = 0.698151415E-01  -0.285946267E-11
Average absolute error    =     0.014037409
Sum of ABS residuals      =  2.63903286    
R squared                 =   0.93477
Durbin-Watson statistic   =   2.27566
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1! * +                                  !!           .0 .  .           !
 1966.2!  +                                   !!           .  0  .           !
 1966.3!  + *                                 !!           .  . 0.           !
 1966.4!    + *                               !!           .  .0 .           !
 1967.1!      +   *                           !!           .  .  .0          !
 1967.2!        * +                           !!           .0 .  .           !
 1967.3!      * +                             !!           .0 .  .           !
 1967.4!     * +                              !!           . 0.  .           !
 1968.1!      +                               !!           .  0  .           !
 1968.2!   *  +                               !!           0  .  .           !
 1968.3! *  +                                 !!           0  .  .           !
 1968.4! +    *                               !!           .  .  . 0         !
 1969.1!     *+                               !!           .0 .  .           !
 1969.2!   * +                                !!           0  .  .           !
 1969.3!   *+                                 !!           . 0.  .           !
 1969.4!   *+                                 !!           . 0.  .           !
 1970.1!    + *                               !!           .  . 0.           !
 1970.2!     * +                              !!           . 0.  .           !
 1970.3!    * +                               !!           .0 .  .           !
 1970.4*     +                                !!       0   .  .  .           !
 1971.1!+   *                                 !!           .  .  .0          !
 1971.2!     + *                              !!           .  .  0           !
 1971.3!      * +                             !!           .0 .  .           !
 1971.4!  *    +                              !!         0 .  .  .           !
 1972.1!    +   *                             !!           .  .  . 0         !
 1972.2!         +*                           !!           .  0  .           !
 1972.3!          +   *                       !!           .  .  .0          !
 1972.4!             * +                      !!           .0 .  .           !
 1973.1!             *+                       !!           . 0.  .           !
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 1973.3!       *      +                       !!       0   .  .  .           !
 1973.4!     *  +                             !!           0  .  .           !
 1974.1!      +             *                 !!           .  .  .           0
 1974.2!               *    +                 !!         0 .  .  .           !
 1974.3!           *   +                      !!         0 .  .  .           !
 1974.4!            + *                       !!           .  .  0           !
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 1975.2!              +  *                    !!           .  .  0           !
 1975.3!                 +  *                 !!           .  .  0           !
 1975.4!                    +                 !!           .  .0 .           !
 1976.1!                 *  +                 !!          0.  .  .           !
 1976.2!                 +*                   !!           .  .0 .           !
 1976.3!                  +                   !!           .  0  .           !
 1976.4!                  +*                  !!           .  .0 .           !
 1977.1!                   + *                !!           .  . 0.           !
 1977.2!                   * +                !!           .0 .  .           !
 1977.3!                   +                  !!           .  0  .           !
 1977.4!                   + *                !!           .  . 0.           !
 1978.1!                     +                !!           .  0  .           !
 1978.2!                     +  *             !!           .  .  0           !
 1978.3!                        +             !!           .  0  .           !
 1978.4!                        + *           !!           .  . 0.           !
 1979.1!                        * +           !!           .0 .  .           !
 1979.2!                        + *           !!           .  . 0.           !
 1979.3!                          + *         !!           .  . 0.           !
 1979.4!                           + *        !!           .  . 0.           !
 1980.1!                           * +        !!           .0 .  .           !
 1980.2!                           +          !!           .  0  .           !
 1980.3!                           +*         !!           .  . 0.           !
 1980.4!                          * +         !!           .0 .  .           !
 1981.1!                        * +           !!           .0 .  .           !
 1981.2!                    *  +              !!           0  .  .           !
 1981.3!                    +                 !!           . 0.  .           !
 1981.4!                *   +                 !!          0.  .  .           !
 1982.1!                 +  *                 !!           .  .  .0          !
 1982.2!                   * +                !!           .0 .  .           !
 1982.3!                   +  *               !!           .  .  0           !
 1982.4!                      +               !!           .  0  .           !
 1983.1!                      + *             !!           .  . 0.           !
 1983.2!                        +             !!           .  .0 .           !
 1983.3!                    *   +             !!          0.  .  .           !
 1983.4!                  *  +                !!           0  .  .           !
 1984.1!                   +  *               !!           .  .  .0          !
 1984.2!                      +               !!           .  0  .           !
 1984.3!                      +               !!           . 0.  .           !
 1984.4!                      +               !!           .  0  .           !
 1985.1!                     *+               !!           . 0.  .           !
 1985.2!                 *   +                !!         0 .  .  .           !
 1985.3!                *+                    !!           . 0.  .           !
 1985.4!              *  +                    !!           0  .  .           !
 1986.1!              *+                      !!           . 0.  .           !
 1986.2!           *   +                      !!         0 .  .  .           !
 1986.3!            +*                        !!           .  0  .           !
 1986.4!              +     *                 !!           .  .  .  0        !
 1987.1!                    +   *             !!           .  .  .0          !
 1987.2!                        +*            !!           .  0  .           !
 1987.3!                      *  +            !!           0  .  .           !
 1987.4!                       +   *          !!           .  .  . 0         !
 1988.1!                       *   +          !!          0.  .  .           !
 1988.2!                        + *           !!           .  . 0.           !
 1988.3!                         *+           !!           . 0.  .           !
 1988.4!                         +*           !!           .  .0 .           !
 1989.1!                          + *         !!           .  . 0.           !
 1989.2!                           *+         !!           . 0.  .           !
 1989.3!                          *+          !!           . 0.  .           !
 1989.4!                           +          !!           .  0  .           !
 1990.1!                           +          !!           .  0  .           !
 1990.2!                           + *        !!           .  . 0.           !
 1990.3!                             +*       !!           .  . 0.           !
 1990.4!                              + *     !!           .  . 0.           !
 1991.1!                               *+     !!           .  0  .           !
 1991.2!                             * +      !!           .0 .  .           !
 1991.3!                             +*       !!           .  0  .           !
 1991.4!                           * +        !!           0  .  .           !
 1992.1!                           +   *      !!           .  .  . 0         !
 1992.2!                              *+      !!           . 0.  .           !
 1992.3!                             +  *     !!           .  . 0.           !
 1992.4!                               + *    !!           .  . 0.           !
 1993.1!                                +     !!           .  0  .           !
 1993.2!                               *+     !!           . 0.  .           !
 1993.3!                               + *    !!           .  . 0.           !
 1993.4!                                +*    !!           .  .0 .           !
 1994.1!                                 +    !!           .  0  .           !
 1994.2!                                +     !!           .  0  .           !
 1994.3!                               +  *   !!           .  .  0           !
 1994.4!                                  + * !!           .  . 0.           !
 1995.1!                                   +  !!           .  0  .           !
 1995.2!                                * +   !!           0  .  .           !
 1995.3!                               +    * !!           .  .  . 0         !
 1995.4!                                   + *!!           .  . 0.           !
 1996.1!                                    + !!           .  0  .           !
 1996.2!                                   +* !!           .  .0 .           !
 1996.3!                                   +  *!           .  .  0           !
 1996.4!                                     +*!           .  .0 .           !
 1997.1!                                    *+!!           .  0  .           !
 1997.2!                                   +  !!           .  0  .           !
 1997.3!                                * +   !!           .0 .  .           !
 1997.4!                                + *   !!           .  . 0.           !
 1998.1!                                 + *  !!           .  . 0.           !
 1998.2!                                  +*  !!           .  .0 .           !
 1998.3!                                  +   !!           .  0  .           !
 1998.4!                                  +  *!!           .  .  .0          !
 1999.1!                                   *+ !!           . 0.  .           !
 1999.2!                                  +   !!           .  0  .           !
 1999.3!                                 +*   !!           .  0  .           !
 1999.4!                                 +*   !!           .  .0 .           !
 2000.1!                               * +    !!           .0 .  .           !
 2000.2!                               +      !!           .  0  .           !
 2000.3!                              +       !!           .  0  .           !
 2000.4!                              +       !!           .  .0 .           !
 2001.1!                              +       !!           .  0  .           !
 2001.2!                             +*       !!           .  .0 .           !
 2001.3!                            *+        !!           . 0.  .           !
 2001.4!                           *+         !!           . 0.  .           !
 2002.1!                           +          !!           .  .0 .           !
 2002.2!                           +          !!           .  0  .           !
 2002.3!                         * +          !!           .0 .  .           !
 2002.4!                         +            !!           .  0  .           !
 2003.1!                         + *          !!           .  . 0.           !
 2003.2!                        *  +          !!           0  .  .           !
 2003.3!                        + *           !!           .  . 0.           !
 2003.4!                          +           !!           .  0  .           !
 2004.1!                          +  *        !!           .  .  0           !
 2004.2!                           * +        !!           .0 .  .           !
 2004.3!                           +          !!           .  .0 .           !
 2004.4!                          *+          !!           . 0.  .           !
 2005.1!                          +*          !!           .  .0 .           !
 2005.2!                          *+          !!           . 0.  .           !
 2005.3!                          +           !!           .  0  .           !
 2005.4!                          +           !!           .  0  .           !
 2006.1!                          +           !!           . 0.  .           !
 2006.2!                        * +           !!           .0 .  .           !
 2006.3!                        +             !!           .  0  .           !
 2006.4!                        +             !!           .  0  .           !
 2007.1!                        *+            !!           . 0.  .           !
 2007.2!                        +             !!           .  0  .           !
 2007.3!                       * +            !!           .0 .  .           !
 2007.4!                       + *            !!           .  . 0.           !
 2008.1!                         +*           !!           .  0  .           !
 2008.2!                          +           !!           .  0  .           !
 2008.3!                        * +           !!           .0 .  .           !
 2008.4!                    *   +             !!         0 .  .  .           !
 2009.1!                     +                !!           .  0  .           !
 2009.2!                   * +                !!           0  .  .           !
 2009.3!                    +                 !!           .  0  .           !
 2009.4!                    +*                !!           .  .0 .           !
 2010.1!                      + *             !!           .  . 0.           !
 2010.2!                       *+             !!           .0 .  .           !
 2010.3!                     * +              !!           .0 .  .           !
 2010.4!                      +               !!           .  0  .           !
 2011.1!                      +  *            !!           .  .  0           !
 2011.2!                      *  +            !!           0  .  .           !
 2011.3!                     * +              !!           .0 .  .           !
 2011.4!                      +               !!           .  0  .           !
 2012.1!                       +*             !!           .  .0 .           !
 2012.2!                       *+             !!           .0 .  .           !
 2012.3!                     * +              !!           .0 .  .           !
 2012.4!                      +*              !!           .  .0 .           !


     25.53 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJACA=JAPX$/CAPMM;                                                      
 GENR LAAJACA=LOG(AAJACA+.00001);                                             
 GENR LAJACA=LOG(AJACA+.00001);                                               
 LHS AAJACA=EXP(LAAJACA)-.00001;                                              
  EQ   59 LAAJACA C LAJACA(-1) PJACA;                                         
EQUATION 346  LAAJACA  
   RHS     C  LAJACA(-1)  PJACA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  346 PLOT=0;END;                                                     

Equation number =  346
**********************

Dependent variable = LAAJACA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.369473002

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.113937682       0.070428253  -1.61778     1.000000
11447 LAJACA  ( -1)       0.958293900       0.021502927  44.56574    -3.368117
11445 PJACA   (  0)      -0.021931819       0.028738375  -0.76315     1.271620

SE of equation            =     0.099002983
Sum of squared residuals  =  1.81329428       0.220019558E-10
Average absolute error    =     0.070244342
Sum of ABS residuals      =  13.2059363    
R squared                 =   0.92343
Durbin-Watson statistic   =   1.79448
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*               +                      !0            . . .            !
 1966.2*+                                     !!            .0. .            !
 1966.3+                                      !!            . 0 .            !
 1966.4!+*                                    !!            . .0.            !
 1967.1!*+                                    !!            .0. .            !
 1967.2!+                                     !!            . 0 .            !
 1967.3! +                                    !!            . .0.            !
 1967.4!  +                                   !!            . 0 .            !
 1968.1! *+                                   !!            .0. .            !
 1968.2! + *                                  !!            . . 0            !
 1968.3!   + *                                !!            . .0.            !
 1968.4!    *+                                !!            . 0 .            !
 1969.1!     +  *                             !!            . . .0           !
 1969.2!        +                             !!            .0. .            !
 1969.3!        +*                            !!            . .0.            !
 1969.4!         +*                           !!            . .0.            !
 1970.1!          +  *                        !!            . . .0           !
 1970.2!          *  +                        !!            0 . .            !
 1970.3!          +   *                       !!            . . .0           !
 1970.4!              +*                      !!            . .0.            !
 1971.1!               + *                    !!            . . 0            !
 1971.2!                 +   *                !!            . . .0           !
 1971.3!                    +    *            !!            . . . 0          !
 1971.4!                       *+             !!            .0. .            !
 1972.1!                       + *            !!            . . 0            !
 1972.2!                      * +             !!            0 . .            !
 1972.3!                     *+               !!            .0. .            !
 1972.4!                    *+                !!            .0. .            !
 1973.1!                 *  +                 !!           0. . .            !
 1973.2!             *   +                    !!          0 . . .            !
 1973.3!           *+                         !!            .0. .            !
 1973.4!           +                          !!            . 0 .            !
 1974.1!           +   *                      !!            . . . 0          !
 1974.2!               +  *                   !!            . . .0           !
 1974.3!                  +  *                !!            . . .0           !
 1974.4!                    + *               !!            . . 0            !
 1975.1!                *     +               !!         0  . . .            !
 1975.2!           *    +                     !!         0  . . .            !
 1975.3!           *+                         !!            .0. .            !
 1975.4!           +     *                    !!            . . .   0        !
 1976.1!                 + *                  !!            . . 0            !
 1976.2!                  +*                  !!            . 0 .            !
 1976.3!                   +*                 !!            . .0.            !
 1976.4!                    + *               !!            . . 0            !
 1977.1!                     *+               !!            .0. .            !
 1977.2!                    *+                !!            .0. .            !
 1977.3!                   +  *               !!            . . .0           !
 1977.4!                     *+               !!            .0. .            !
 1978.1!                     + *              !!            . . 0            !
 1978.2!                   *  +               !!           0. . .            !
 1978.3!                   +                  !!            . 0 .            !
 1978.4!               *   +                  !!          0 . . .            !
 1979.1!               +                      !!            . 0 .            !
 1979.2!               +                      !!            . 0 .            !
 1979.3!               +*                     !!            . .0.            !
 1979.4!                + *                   !!            . . 0            !
 1980.1!                  +*                  !!            . .0.            !
 1980.2!                   +    *             !!            . . .  0         !
 1980.3!                        +             !!            . 0 .            !
 1980.4!                        +   *         !!            . . . 0          !
 1981.1!                            +         !!            . 0 .            !
 1981.2!                           +*         !!            . .0.            !
 1981.3!                            + *       !!            . . 0            !
 1981.4!                              +*      !!            . .0.            !
 1982.1!                               +      !!            . .0.            !
 1982.2!                               +*     !!            . .0.            !
 1982.3!                                +*    !!            . .0.            !
 1982.4!                              * +     !!            0 . .            !
 1983.1!                              +      *!!            . . .    0       !
 1983.2!                                   *+ !!            .0. .            !
 1983.3!                                   +  !!            . 0 .            !
 1983.4!                                  +   !!            . 0 .            !
 1984.1!                               *  +   !!            0 . .            !
 1984.2!                               +     *!!            . . .   0        !
 1984.3!                                    + !!            .0. .            !
 1984.4!                                   +  !!            . 0 .            !
 1985.1!                                * +   !!            0 . .            !
 1985.2!                                + *   !!            . . 0            !
 1985.3!                                 +   *!!            . . .0           !
 1985.4!                                    + *!            . . 0            !
 1986.1!                                    *+!!            0 . .            !
 1986.2!                                   +  *!            . . .0           !
 1986.3!                                    *+!!            .0. .            !
 1986.4!                                    + !!            . 0 .            !
 1987.1!                               *   +  !!          0 . . .            !
 1987.2!                            * +       !!            0 . .            !
 1987.3!                            +  *      !!            . . .0           !
 1987.4!                             *+       !!            0 . .            !
 1988.1!                            +  *      !!            . . .0           !
 1988.2!                           *   +      !!           0. . .            !
 1988.3!                           +*         !!            . .0.            !
 1988.4!                           +*         !!            . .0.            !
 1989.1!                           +*         !!            . .0.            !
 1989.2!                            +         !!            . 0 .            !
 1989.3!                           +  *       !!            . . 0            !
 1989.4!                             +        !!            . 0 .            !
 1990.1!                             +*       !!            . . 0            !
 1990.2!                           *  +       !!           0. . .            !
 1990.3!                           +*         !!            . .0.            !
 1990.4!                            +         !!            . 0 .            !
 1991.1!                           +  *       !!            . . 0            !
 1991.2!                             +        !!            .0. .            !
 1991.3!                            + *       !!            . .0.            !
 1991.4!                             +        !!            . 0 .            !
 1992.1!                             +*       !!            . .0.            !
 1992.2!                            *+        !!            .0. .            !
 1992.3!                           *+         !!            .0. .            !
 1992.4!                        *  +          !!           0. . .            !
 1993.1!                       + *            !!            . .0.            !
 1993.2!                    *   +             !!          0 . . .            !
 1993.3!                   *+                 !!            .0. .            !
 1993.4!                   +                  !!            . 0 .            !
 1994.1!               *   +                  !!          0 . . .            !
 1994.2!               +*                     !!            . .0.            !
 1994.3!              * +                     !!            0 . .            !
 1994.4!              + *                     !!            . .0.            !
 1995.1!             *  +                     !!           0. . .            !
 1995.2!             +*                       !!            . .0.            !
 1995.3!            * +                       !!            0 . .            !
 1995.4!          * +                         !!            0 . .            !
 1996.1!         * +                          !!            0 . .            !
 1996.2!         +                            !!            . 0 .            !
 1996.3!          + *                         !!            . . 0            !
 1996.4!             +                        !!            . 0 .            !
 1997.1!            *+                        !!            .0. .            !
 1997.2!            +*                        !!            . 0 .            !
 1997.3!             +                        !!            . 0 .            !
 1997.4!             +  *                     !!            . . 0            !
 1998.1!                +                     !!            . 0 .            !
 1998.2!              * +                     !!            0 . .            !
 1998.3!               +*                     !!            . .0.            !
 1998.4!            *   +                     !!           0. . .            !
 1999.1!             +                        !!            . 0 .            !
 1999.2!             +*                       !!            . .0.            !
 1999.3!               +                      !!            . .0.            !
 1999.4!              *+                      !!            0 . .            !
 2000.1!              +                       !!            . 0 .            !
 2000.2!              +                       !!            . 0 .            !
 2000.3!              +                       !!            . 0 .            !
 2000.4!              +                       !!            . 0 .            !
 2001.1!            * +                       !!            0 . .            !
 2001.2!            +                         !!            .0. .            !
 2001.3!            +    *                    !!            . . . 0          !
 2001.4!               * +                    !!            .0. .            !
 2002.1!               + *                    !!            . . 0            !
 2002.2!                 +                    !!            . 0 .            !
 2002.3!                 +                    !!            . 0 .            !
 2002.4!                 + *                  !!            . .0.            !
 2003.1!                 * +                  !!            0 . .            !
 2003.2!                 +                    !!            . 0 .            !
 2003.3!              *  +                    !!           0. . .            !
 2003.4!              +                       !!            . 0 .            !
 2004.1!              *+                      !!            .0. .            !
 2004.2!              +                       !!            .0. .            !
 2004.3!             *+                       !!            .0. .            !
 2004.4!             +*                       !!            . .0.            !
 2005.1!               +                      !!            . 0 .            !
 2005.2!               +*                     !!            . .0.            !
 2005.3!               *+                     !!            .0. .            !
 2005.4!               +                      !!            . 0 .            !
 2006.1!               +*                     !!            . .0.            !
 2006.2!                + *                   !!            . .0.            !
 2006.3!                 *+                   !!            .0. .            !
 2006.4!                 +                    !!            . 0 .            !
 2007.1!                 +                    !!            .0. .            !
 2007.2!               * +                    !!            .0. .            !
 2007.3!                + *                   !!            . . 0            !
 2007.4!                  +*                  !!            . .0.            !
 2008.1!                 * +                  !!            0 . .            !
 2008.2!               *  +                   !!            0 . .            !
 2008.3!                +*                    !!            . .0.            !
 2008.4!                *+                    !!            .0. .            !
 2009.1!          *      +                    !!        0   . . .            !
 2009.2!           +*                         !!            . .0.            !
 2009.3!             +*                       !!            . .0.            !
 2009.4!             *+                       !!            0 . .            !
 2010.1!             +*                       !!            . .0.            !
 2010.2!             * +                      !!            .0. .            !
 2010.3!            * +                       !!            0 . .            !
 2010.4!            +*                        !!            . .0.            !
 2011.1!          *  +                        !!           0. . .            !
 2011.2!     *    +                           !!         0  . . .            !
 2011.3!      +  *                            !!            . . .0           !
 2011.4!          + *                         !!            . . 0            !
 2012.1!            +  *                      !!            . . 0            !
 2012.2!             * +                      !!            .0. .            !
 2012.3!           *  +                       !!            0 . .            !
 2012.4!         *  +                         !!           0. . .            !


     22.87 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUCA=AUPX$/CAPMM;                                                      
 GENR LAAAUCA=LOG(AAAUCA+.00001);                                             
 GENR LAAUCA=LOG(AAUCA+.00001);                                               
 LHS AAAUCA=EXP(LAAAUCA)-.00001;                                              
  EQ   60 LAAAUCA C LAAUCA(-1) PAUCA;                                         
EQUATION 347  LAAAUCA  
   RHS     C  LAAUCA(-1)  PAUCA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  347 PLOT=0;END;                                                     

Equation number =  347
**********************

Dependent variable = LAAAUCA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.980974612

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.978781226       0.254632770  -3.84389     1.000000
11450 LAAUCA  ( -1)       0.811547629       0.041149989  19.72170    -5.982356
11448 PAUCA   (  0)      -0.155364307       0.091122871  -1.70500     0.947624

SE of equation            =     0.137892816
Sum of squared residuals  =  3.51766933      -0.422319957E-10
Average absolute error    =     0.105116048
Sum of ABS residuals      =  19.7618171    
R squared                 =   0.68351
Durbin-Watson statistic   =   2.51574
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!*    +                                !!        0.    .    .         !
 1966.2!   +    *                             !!         .    .    .0        !
 1966.3!         + *                          !!         .    . 0  .         !
 1966.4! *          +                         !!  0      .    .    .         !
 1967.1!    +   *                             !!         .    .   0.         !
 1967.2!          + *                         !!         .    .  0 .         !
 1967.3!            *+                        !!         .  0 .    .         !
 1967.4!            *+                        !!         .   0.    .         !
 1968.1!             +*                       !!         .    .0   .         !
 1968.2!               +         *            !!         .    .    .      0  !
 1968.3!                       *+             !!         .   0.    .         !
 1968.4!                   *  +               !!         . 0  .    .         !
 1969.1!                  +    *              !!         .    .    0         !
 1969.2!                      +       *       !!         .    .    .  0      !
 1969.3!                          *+          !!         .   0.    .         !
 1969.4!                         + *          !!         .    . 0  .         !
 1970.1!                         +            *!         .    .    .        0!
 1970.2!                                * +   !!         . 0  .    .         !
 1970.3!                         *   +        !!         0    .    .         !
 1970.4!                        +         *   !!         .    .    .     0   !
 1971.1!                              *+      !!         .    0    .         !
 1971.2!                       *    +         !!         0    .    .         !
 1971.3!                      + *             !!         .    . 0  .         !
 1971.4!                    *  +              !!         . 0  .    .         !
 1972.1!                   +                  !!         .    0    .         !
 1972.2!                   +    *             !!         .    .    0         !
 1972.3!                      +*              !!         .    .0   .         !
 1972.4!                      +     *         !!         .    .    . 0       !
 1973.1!                     *    +           !!         0    .    .         !
 1973.2!                    +*                !!         .    .0   .         !
 1973.3!                  *+                  !!         .  0 .    .         !
 1973.4!                 +   *                !!         .    .   0.         !
 1974.1!                    +      *          !!         .    .    .  0      !
 1974.2!             *           +            !! 0       .    .    .         !
 1974.3!              +  *                    !!         .    .   0.         !
 1974.4!               * +                    !!         . 0  .    .         !
 1975.1!             * +                      !!         .  0 .    .         !
 1975.2!            *+                        !!         .   0.    .         !
 1975.3!            *+                        !!         .   0.    .         !
 1975.4!          *  +                        !!         . 0  .    .         !
 1976.1!           *+                         !!         .   0.    .         !
 1976.2!          * +                         !!         . 0  .    .         !
 1976.3!           +      *                   !!         .    .    . 0       !
 1976.4!               *  +                   !!         . 0  .    .         !
 1977.1!        *       +                     !!     0   .    .    .         !
 1977.2!         +      *                     !!         .    .    . 0       !
 1977.3!             *  +                     !!         . 0  .    .         !
 1977.4!     *        +                       !!     0   .    .    .         !
 1978.1!       +   *                          !!         .    .    0         !
 1978.2!            +                         !!         .    0    .         !
 1978.3!           * +                        !!         .   0.    .         !
 1978.4!          * +                         !!         . 0  .    .         !
 1979.1!         * +                          !!         .  0 .    .         !
 1979.2!          +        *                  !!         .    .    .   0     !
 1979.3!           *       +                  !!      0  .    .    .         !
 1979.4!            +  *                      !!         .    .  0 .         !
 1980.1!              *+                      !!         .  0 .    .         !
 1980.2!     *        +                       !!    0    .    .    .         !
 1980.3!       +                              !!         .    0    .         !
 1980.4!     *   +                            !!         .0   .    .         !
 1981.1!  *     +                             !!        0.    .    .         !
 1981.2!      +   *                           !!         .    .   0.         !
 1981.3!        *   +                         !!         0    .    .         !
 1981.4!          + *                         !!         .    . 0  .         !
 1982.1!            * +                       !!         . 0  .    .         !
 1982.2!            * +                       !!         . 0  .    .         !
 1982.3!              +  *                    !!         .    .  0 .         !
 1982.4!                * +                   !!         .  0 .    .         !
 1983.1!                 + *                  !!         .    . 0  .         !
 1983.2!                 *  +                 !!         .0   .    .         !
 1983.3!                  + *                 !!         .    . 0  .         !
 1983.4!                   * +                !!         .  0 .    .         !
 1984.1!                    +    *            !!         .    .    0         !
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 1984.3!                         +            !!         .   0.    .         !
 1984.4!                         +*           !!         .    .0   .         !
 1985.1!                          +  *        !!         .    .  0 .         !
 1985.2!                           * +        !!         .  0 .    .         !
 1985.3!                          +*          !!         .    .0   .         !
 1985.4!                           +          !!         .    0    .         !
 1986.1!                        * +           !!         .  0 .    .         !
 1986.2!                        +  *          !!         .    .  0 .         !
 1986.3!                         +*           !!         .    0    .         !
 1986.4!                      *  +            !!         . 0  .    .         !
 1987.1!                      +               !!         .    .0   .         !
 1987.2!                   *  +               !!         . 0  .    .         !
 1987.3!                   +   *              !!         .    .   0.         !
 1987.4!                 *    +               !!         0    .    .         !
 1988.1!                 +*                   !!         .    .0   .         !
 1988.2!                 *+                   !!         .   0.    .         !
 1988.3!                  +                   !!         .    0    .         !
 1988.4!                  +                   !!         .    0    .         !
 1989.1!                   +     *            !!         .    .    . 0       !
 1989.2!                        +             !!         .    0    .         !
 1989.3!                       +        *     !!         .    .    .   0     !
 1989.4!                              +*      !!         .    . 0  .         !
 1990.1!                     *       +        !!     0   .    .    .         !
 1990.2!                    +                 !!         .    0    .         !
 1990.3!                    + *               !!         .    . 0  .         !
 1990.4!                    + *               !!         .    . 0  .         !
 1991.1!              *      +                !!      0  .    .    .         !
 1991.2!            *  +                      !!         . 0  .    .         !
 1991.3!       *     +                        !!       0 .    .    .         !
 1991.4!         +*                           !!         .    .0   .         !
 1992.1!           +     *                    !!         .    .    .0        !
 1992.2!         *       +                    !!     0   .    .    .         !
 1992.3!          + *                         !!         .    . 0  .         !
 1992.4!        *    +                        !!         0    .    .         !
 1993.1!          +*                          !!         .    .0   .         !
 1993.2!          * +                         !!         .  0 .    .         !
 1993.3!            + *                       !!         .    . 0  .         !
 1993.4!         *    +                       !!        0.    .    .         !
 1994.1!           +*                         !!         .    .0   .         !
 1994.2*             +                        !0         .    .    .         !
 1994.3!  +          *                        !!         .    .    .      0  !
 1994.4!           * +                        !!         . 0  .    .         !
 1995.1!         *  +                         !!         . 0  .    .         !
 1995.2!          +   *                       !!         .    .    0         !
 1995.3!         *    +                       !!        0.    .    .         !
 1995.4!          +                           !!         .    0    .         !
 1996.1!           +   *                      !!         .    .   0.         !
 1996.2!               +         *            !!         .    .    .     0   !
 1996.3!           *           +              !! 0       .    .    .         !
 1996.4!            + *                       !!         .    . 0  .         !
 1997.1!               +   *                  !!         .    .   0.         !
 1997.2!                   +                  !!         .    0    .         !
 1997.3!              *    +                  !!         0    .    .         !
 1997.4!         *     +                      !!       0 .    .    .         !
 1998.1!          *+                          !!         .   0.    .         !
 1998.2!            +                         !!         .    .0   .         !
 1998.3!             + *                      !!         .    .0   .         !
 1998.4!              *+                      !!         .   0.    .         !
 1999.1!              *+                      !!         .    0    .         !
 1999.2!           *   +                      !!         .0   .    .         !
 1999.3!             +   *                    !!         .    .    0         !
 1999.4!              *  +                    !!         .0   .    .         !
 2000.1!               +                      !!         .    0    .         !
 2000.2!                +  *                  !!         .    .  0 .         !
 2000.3!                    + *               !!         .    .  0 .         !
 2000.4!                      + *             !!         .    . 0  .         !
 2001.1!                     *  +             !!         . 0  .    .         !
 2001.2!                     +   *            !!         .    .   0.         !
 2001.3!                        +  *          !!         .    .  0 .         !
 2001.4!                        * +           !!         .  0 .    .         !
 2002.1!                     *  +             !!         .  0 .    .         !
 2002.2!                    *+                !!         .  0 .    .         !
 2002.3!                    + *               !!         .    .  0 .         !
 2002.4!                      +               !!         .    0    .         !
 2003.1!                     +  *             !!         .    .  0 .         !
 2003.2!                    *  +              !!         .  0 .    .         !
 2003.3!                    +    *            !!         .    .    .0        !
 2003.4!                       +  *           !!         .    .  0 .         !
 2004.1!                        +     *       !!         .    .    . 0       !
 2004.2!                            +  *      !!         .    .  0 .         !
 2004.3!                            +   *     !!         .    .   0.         !
 2004.4!                             + *      !!         .    . 0  .         !
 2005.1!                            +   *     !!         .    .   0.         !
 2005.2!                             + *      !!         .    . 0  .         !
 2005.3!                            +  *      !!         .    .  0 .         !
 2005.4!                          * +         !!         .  0 .    .         !
 2006.1!                        +    *        !!         .    .    .0        !
 2006.2!                           +    *     !!         .    .    0         !
 2006.3!                             +  *     !!         .    .  0 .         !
 2006.4!                            *+        !!         .   0.    .         !
 2007.1!                         +   *        !!         .    .   0.         !
 2007.2!                          +*          !!         .    .0   .         !
 2007.3!                         +            !!         .    0    .         !
 2007.4!                       + *            !!         .    . 0  .         !
 2008.1!                       +     *        !!         .    .    . 0       !
 2008.2!                      *   +           !!         0    .    .         !
 2008.3!                    +    *            !!         .    .    0         !
 2008.4!                       +              !!         .    0    .         !
 2009.1!                   *  +               !!         . 0  .    .         !
 2009.2!                 *+                   !!         .   0.    .         !
 2009.3!               *+                     !!         .  0 .    .         !
 2009.4!              *+                      !!         .   0.    .         !
 2010.1!     *        +                       !!   0     .    .    .         !
 2010.2!       +     *                        !!         .    .    . 0       !
 2010.3!         *    +                       !!         0    .    .         !
 2010.4!          +*                          !!         .    .0   .         !
 2011.1!      *     +                         !!       0 .    .    .         !
 2011.2!       *+                             !!         .   0.    .         !
 2011.3!         + *                          !!         .    . 0  .         !
 2011.4!        *   +                         !!         0    .    .         !
 2012.1!          +*                          !!         .    .0   .         !
 2012.2!           *+                         !!         .  0 .    .         !
 2012.3!            + *                       !!         .    . 0  .         !
 2012.4!           *   +                      !!         .0   .    .         !


     26.60 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRCA=FRPX$/CAPMM;                                                      
 GENR LAAFRCA=LOG(AAFRCA+.00001);                                             
 GENR LAFRCA=LOG(AFRCA+.00001);                                               
 LHS AAFRCA=EXP(LAAFRCA)-.00001;                                              
  EQ   61 LAAFRCA C LAFRCA(-1) PFRCA;                                         
EQUATION 348  LAAFRCA  
   RHS     C  LAFRCA(-1)  PFRCA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  348 PLOT=0;END;                                                     

Equation number =  348
**********************

Dependent variable = LAAFRCA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.389593514

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.844230523       0.180652819  -4.67322     1.000000
11453 LAFRCA  ( -1)       0.761747936       0.046843682  16.26149    -4.390440
11451 PFRCA   (  0)      -0.179514465       0.069888084  -2.56860     1.119431

SE of equation            =     0.146025608
Sum of squared residuals  =  3.94484344       0.142841294E-10
Average absolute error    =     0.107152722
Sum of ABS residuals      =  20.1447118    
R squared                 =   0.69069
Durbin-Watson statistic   =   2.37255
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!      *+                              !!           . 0.  .           !
 1966.2!   *  +                               !!           0  .  .           !
 1966.3!    +  *                              !!           .  .  0           !
 1966.4!      * +                             !!           .0 .  .           !
 1967.1!       +                              !!           .  0  .           !
 1967.2!     *  +                             !!           0  .  .           !
 1967.3!      +*                              !!           .  .0 .           !
 1967.4!       *+                             !!           .  0  .           !
 1968.1!    *  +                              !!           0  .  .           !
 1968.2*     +                                !!        0  .  .  .           !
 1968.3! +   *                                !!           .  .  .0          !
 1968.4!      +                               !!           .  0  .           !
 1969.1!      *+                              !!           .  0  .           !
 1969.2!       +                              !!           .  0  .           !
 1969.3!      * +                             !!           .0 .  .           !
 1969.4!       +                              !!           .  0  .           !
 1970.1!         +*                           !!           .  .0 .           !
 1970.2!          *+                          !!           . 0.  .           !
 1970.3!          *+                          !!           .  0  .           !
 1970.4!           + *                        !!           .  . 0.           !
 1971.1!             + *                      !!           .  . 0.           !
 1971.2!              + *                     !!           .  . 0.           !
 1971.3!               + *                    !!           .  . 0.           !
 1971.4!                +                     !!           .  0  .           !
 1972.1!               +                      !!           .  0  .           !
 1972.2!               + *                    !!           .  . 0.           !
 1972.3!               *+                     !!           .  0  .           !
 1972.4!              *+                      !!           .  0  .           !
 1973.1!              +*                      !!           .  .0 .           !
 1973.2!              +*                      !!           .  . 0.           !
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 1973.4!         *   +                        !!           0  .  .           !
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 1981.4!                +    *                !!           .  .  . 0         !
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 1983.3!                    +  *              !!           .  .  0           !
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 1985.4!                    *    +            !!         0 .  .  .           !
 1986.1!                   +    *             !!           .  .  . 0         !
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 1986.3!                       +  *           !!           .  .  0           !
 1986.4!                *       +             !!       0   .  .  .           !
 1987.1!                +  *                  !!           .  .  0           !
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 1988.4!                 *      +             !!        0  .  .  .           !
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 1989.2!                 +     *              !!           .  .  . 0         !
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 1989.4!                  *  +                !!           0  .  .           !
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 2000.2!                *   +                 !!          0.  .  .           !
 2000.3!                 +*                   !!           .  .0 .           !
 2000.4!                *  +                  !!           .0 .  .           !
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 2001.3!                    +      *          !!           .  .  .   0       !
 2001.4!                        *+            !!           . 0.  .           !
 2002.1!                     * +              !!           .0 .  .           !
 2002.2!                 *   +                !!          0.  .  .           !
 2002.3!                 +   *                !!           .  .  0           !
 2002.4!                    +                 !!           .  0  .           !
 2003.1!                 *  +                 !!           0  .  .           !
 2003.2!          *      +                    !!        0  .  .  .           !
 2003.3!            +    *                    !!           .  .  . 0         !
 2003.4!                 +                    !!           .  0  .           !
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 2004.2!               *+                     !!           . 0.  .           !
 2004.3!               +*                     !!           .  .0 .           !
 2004.4!              * +                     !!           .0 .  .           !
 2005.1!           *  +                       !!           0  .  .           !
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 2005.3!             +*                       !!           .  0  .           !
 2005.4!           *   +                      !!          0.  .  .           !
 2006.1!             +                        !!           .  .0 .           !
 2006.2!           *  +                       !!           0  .  .           !
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 2006.4!           * +                        !!           . 0.  .           !
 2007.1!           * +                        !!           .0 .  .           !
 2007.2!          * +                         !!           .0 .  .           !
 2007.3!         * +                          !!           .0 .  .           !
 2007.4!         * +                          !!           .0 .  .           !
 2008.1!          + *                         !!           .  . 0.           !
 2008.2!        *    +                        !!          0.  .  .           !
 2008.3!          +                           !!           .  .0 .           !
 2008.4!            +                         !!           .  0  .           !
 2009.1!             +*                       !!           .  0  .           !
 2009.2!             *+                       !!           . 0.  .           !
 2009.3!           *  +                       !!           0  .  .           !
 2009.4!         *  +                         !!           .0 .  .           !
 2010.1!          *+                          !!           . 0.  .           !
 2010.2!          * +                         !!           .0 .  .           !
 2010.3!         *  +                         !!           0  .  .           !
 2010.4!          *+                          !!           .0 .  .           !
 2011.1!          * +                         !!           . 0.  .           !
 2011.2!           *+                         !!           . 0.  .           !
 2011.3!          * +                         !!           0  .  .           !
 2011.4!          * +                         !!           .0 .  .           !
 2012.1!          * +                         !!           .0 .  .           !
 2012.2!         *  +                         !!           0  .  .           !
 2012.3!         * +                          !!           .0 .  .           !
 2012.4!          *+                          !!           . 0.  .           !


     20.21 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGECA=GEPX$/CAPMM;                                                      
 GENR LAAGECA=LOG(AAGECA+.00001);                                             
 GENR LAGECA=LOG(AGECA+.00001);                                               
 LHS AAGECA=EXP(LAAGECA)-.00001;                                              
  EQ   62 LAAGECA C LAGECA(-1) PGECA;                                         
EQUATION 349  LAAGECA  
   RHS     C  LAGECA(-1)  PGECA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  349 PLOT=0;END;                                                     

Equation number =  349
**********************

Dependent variable = LAAGECA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.658214655

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.285999056       0.106911586  -2.67510     1.000000
11456 LAGECA  ( -1)       0.838026082       0.033626488  24.92161    -3.656005
11454 PGECA   (  0)      -0.326400165       0.074108547  -4.40435     0.944815

SE of equation            =     0.095295387
Sum of squared residuals  =  1.68002401      -0.176187953E-10
Average absolute error    =     0.071389202
Sum of ABS residuals      =  13.4211700    
R squared                 =   0.84426
Durbin-Watson statistic   =   2.60949
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                      +               !!          .   0   .          !
 1966.2!                   * +                !!          .0  .   .          !
 1966.3!                  +      *            !!          .   .   .   0      !
 1966.4!                    *   +             !!         0.   .   .          !
 1967.1!                    + *               !!          .   .  0.          !
 1967.2!                    * +               !!          . 0 .   .          !
 1967.3!                    *+                !!          .   0   .          !
 1967.4!                     +                !!          .   0   .          !
 1968.1!                    +*                !!          .   .0  .          !
 1968.2!                     + *              !!          .   .  0.          !
 1968.3!                       +              !!          .   .0  .          !
 1968.4!                       +*             !!          .   .0  .          !
 1969.1!                     *  +             !!          0   .   .          !
 1969.2!                     +    *           !!          .   .   . 0        !
 1969.3!                      *  +            !!          .0  .   .          !
 1969.4!                     +  *             !!          .   .  0.          !
 1970.1!                     * +              !!          . 0 .   .          !
 1970.2!                    +                 !!          .   0   .          !
 1970.3!                  * +                 !!          .0  .   .          !
 1970.4!                  +       *           !!          .   .   .     0    !
 1971.1!                         +  *         !!          .   .   0          !
 1971.2!                      *   +           !!        0 .   .   .          !
 1971.3!                     + *              !!          .   . 0 .          !
 1971.4!                      +   *           !!          .   .   .0         !
 1972.1!                        +             !!          .   0   .          !
 1972.2!                      +*              !!          .   .0  .          !
 1972.3!                      +*              !!          .   . 0 .          !
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 1988.4!                       + *            !!          .   . 0 .          !
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 1989.3!                      +*              !!          .   .0  .          !
 1989.4!                     * +              !!          . 0 .   .          !
 1990.1!                     +                !!          .   .0  .          !
 1990.2!                 *  +                 !!          0   .   .          !
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 1990.4!               * +                    !!          . 0 .   .          !
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 1991.3!                 +    *               !!          .   .   .0         !
 1991.4!                  *  +                !!          .0  .   .          !
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 1997.3!          +    *                      !!          .   .   . 0        !
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 1998.3!         *      +                     !!      0   .   .   .          !
 1998.4!     *    +                           !!         0.   .   .          !
 1999.1!      *+                              !!          .  0.   .          !
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 1999.3!       *  +                           !!         0.   .   .          !
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 2000.3!         *     +                      !!       0  .   .   .          !
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 2001.1!            * +                       !!          . 0 .   .          !
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 2001.3!                 +                    !!          .   0   .          !
 2001.4!                  +         *         !!          .   .   .       0  !
 2002.1!                    *       +         !!     0    .   .   .          !
 2002.2!                     +                !!          .   0   .          !
 2002.3!                     +  *             !!          .   .  0.          !
 2002.4!                    *  +              !!          0   .   .          !
 2003.1!                   +*                 !!          .   .0  .          !
 2003.2!               *   +                  !!         0.   .   .          !
 2003.3!              +                       !!          .  0.   .          !
 2003.4!          *  +                        !!          0   .   .          !
 2004.1!         +    *                       !!          .   .   . 0        !
 2004.2!             *+                       !!          .  0.   .          !
 2004.3!           * +                        !!          . 0 .   .          !
 2004.4!           + *                        !!          .   .  0.          !
 2005.1!           *+                         !!          .  0.   .          !
 2005.2!           +  *                       !!          .   .   0          !
 2005.3!              +                       !!          .  0.   .          !
 2005.4!              +*                      !!          .   .0  .          !
 2006.1!               +                      !!          .   .0  .          !
 2006.2!            *  +                      !!          .0  .   .          !
 2006.3!            +                         !!          .   0   .          !
 2006.4!            +     *                   !!          .   .   .   0      !
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 2007.2!            *  +                      !!          .0  .   .          !
 2007.3!            + *                       !!          .   . 0 .          !
 2007.4!            + *                       !!          .   . 0 .          !
 2008.1!             +  *                     !!          .   .  0.          !
 2008.2!             *+                       !!          .  0.   .          !
 2008.3!           *+                         !!          .  0.   .          !
 2008.4!           + *                        !!          .   . 0 .          !
 2009.1!             +   *                    !!          .   .   0          !
 2009.2!               +                      !!          .   0   .          !
 2009.3!            * +                       !!          . 0 .   .          !
 2009.4!           +                          !!          .  0.   .          !
 2010.1!*          +                          !! 0        .   .   .          !
 2010.2!   + *                                !!          .   .  0.          !
 2010.3!   *   +                              !!          0   .   .          !
 2010.4!  *  +                                !!          .0  .   .          !
 2011.1!   *+                                 !!          .  0.   .          !
 2011.2!    +                                 !!          .  0.   .          !
 2011.3!    *+                                !!          .  0.   .          !
 2011.4!     *+                               !!          .  0.   .          !
 2012.1!       +*                             !!          .   .0  .          !
 2012.2!         +  *                         !!          .   .  0.          !
 2012.3!         *   +                        !!          0   .   .          !
 2012.4!        *  +                          !!          .0  .   .          !


     25.53 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITCA=ITPX$/CAPMM;                                                      
 GENR LAAITCA=LOG(AAITCA+.00001);                                             
 GENR LAITCA=LOG(AITCA+.00001);                                               
 LHS AAITCA=EXP(LAAITCA)-.00001;                                              
  EQ   63 LAAITCA C LAITCA(-1) PITCA;                                         
EQUATION 350  LAAITCA  
   RHS     C  LAITCA(-1)  PITCA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  350 PLOT=0;END;                                                     

Equation number =  350
**********************

Dependent variable = LAAITCA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.274322846

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.695499243       0.119207770  -5.83434     1.000000
11459 LAITCA  ( -1)       0.746144671       0.038152415  19.55694    -4.274122
11457 PITCA   (  0)      -0.470481147       0.073908933  -6.36569     0.828322

SE of equation            =     0.085979984
Sum of squared residuals  =  1.36762316      -0.580411275E-10
Average absolute error    =     0.066667771
Sum of ABS residuals      =  12.5335409    
R squared                 =   0.90747
Durbin-Watson statistic   =   2.32144
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!         +  *                         !!          .   .   0          !
 1966.2!           * +                        !!          . 0 .   .          !
 1966.3!             +                        !!          .   0   .          !
 1966.4!           *  +                       !!          0   .   .          !
 1967.1!             +   *                    !!          .   .   . 0        !
 1967.2!              *   +                   !!        0 .   .   .          !
 1967.3!            *  +                      !!         0.   .   .          !
 1967.4!             +  *                     !!          .   .   .0         !
 1968.1!              *  +                    !!          0   .   .          !
 1968.2!             * +                      !!          .0  .   .          !
 1968.3!              +                       !!          .  0.   .          !
 1968.4!               + *                    !!          .   .  0.          !
 1969.1!                * +                   !!          .0  .   .          !
 1969.2!              * +                     !!          0   .   .          !
 1969.3!               +                      !!          .   .0  .          !
 1969.4!               *+                     !!          . 0 .   .          !
 1970.1!                +  *                  !!          .   .   0          !
 1970.2!                 * +                  !!          .0  .   .          !
 1970.3!               *  +                   !!          0   .   .          !
 1970.4!                *+                    !!          .  0.   .          !
 1971.1!                +*                    !!          .   .0  .          !
 1971.2!                 *+                   !!          .  0.   .          !
 1971.3!                  +                   !!          .  0.   .          !
 1971.4!                  +    *              !!          .   .   . 0        !
 1972.1!                    * +               !!          .0  .   .          !
 1972.2!                    + *               !!          .   .  0.          !
 1972.3!                   * +                !!          .0  .   .          !
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 1973.1!                 *  +                 !!         0.   .   .          !
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 1973.3!                 *+                   !!          . 0 .   .          !
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 1974.3!                    *+                !!          . 0 .   .          !
 1974.4!                   +                  !!          .   0   .          !
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 1975.3!                    +                 !!          .   .0  .          !
 1975.4!                    +*                !!          .   0   .          !
 1976.1!                      +               !!          .   .0  .          !
 1976.2!                   *   +              !!         0.   .   .          !
 1976.3!                    +                 !!          .  0.   .          !
 1976.4!                    + *               !!          .   . 0 .          !
 1977.1!                  *   +               !!         0.   .   .          !
 1977.2!                   +                  !!          .   0   .          !
 1977.3!                 * +                  !!          .0  .   .          !
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 1978.3!                   *+                 !!          . 0 .   .          !
 1978.4!                   +  *               !!          .   .   .0         !
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 1980.2!               * +                    !!          . 0 .   .          !
 1980.3!            *   +                     !!         0.   .   .          !
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 1981.3!                    +                 !!          .   .0  .          !
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 1982.3!                        + *           !!          .   . 0 .          !
 1982.4!                      *   +           !!         0.   .   .          !
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 1985.4!                                + *   !!          .   .  0.          !
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 1989.3!                           +          !!          .   .0  .          !
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 1990.4!                  +*                  !!          .   . 0 .          !
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 1991.3!               *  +                   !!          0   .   .          !
 1991.4!               +   *                  !!          .   .   .0         !
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 1992.3!            *  +                      !!          0   .   .          !
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 1993.2!                 +*                   !!          .   . 0 .          !
 1993.3!                 * +                  !!          .0  .   .          !
 1993.4!                  +*                  !!          .   0   .          !
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 1995.1!                   +    *             !!          .   .   .  0       !
 1995.2!                        +       *     !!          .   .   .        0 !
 1995.3!                   *         +        !0          .   .   .          !
 1995.4!                 * +                  !!          .0  .   .          !
 1996.1!                 +                    !!          .   .0  .          !
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 1996.3!             + *                      !!          .   .   0          !
 1996.4!                +                     !!          .   0   .          !
 1997.1!                +                     !!          .  0.   .          !
 1997.2!             *  +                     !!        0 .   .   .          !
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 1997.4!             *+                       !!          . 0 .   .          !
 1998.1!              +                       !!          .   .0  .          !
 1998.2!             * +                      !!          .0  .   .          !
 1998.3!             *+                       !!          .   0   .          !
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 1999.3!           + *                        !!          .   .   0          !
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 2000.1!               +*                     !!          .   .0  .          !
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 2000.3!             * +                      !!          .0  .   .          !
 2000.4!               +                      !!          .   .0  .          !
 2001.1!                 +*                   !!          .   .  0.          !
 2001.2!                 * +                  !!          .0  .   .          !
 2001.3!                * +                   !!          . 0 .   .          !
 2001.4!                 +*                   !!          .   . 0 .          !
 2002.1!              *   +                   !!        0 .   .   .          !
 2002.2!               +*                     !!          .   .0  .          !
 2002.3!               *+                     !!          . 0 .   .          !
 2002.4!               + *                    !!          .   .  0.          !
 2003.1!                +                     !!          .   0   .          !
 2003.2!              + *                     !!          .   .  0.          !
 2003.3!             * +                      !!          .0  .   .          !
 2003.4!           *+                         !!          .  0.   .          !
 2004.1!          +*                          !!          .   . 0 .          !
 2004.2!           +  *                       !!          .   .   .0         !
 2004.3!            *+                        !!          .  0.   .          !
 2004.4!          +                           !!          .   0   .          !
 2005.1!         +                            !!          .   .0  .          !
 2005.2!         +                            !!          .   0   .          !
 2005.3!      * +                             !!          .0  .   .          !
 2005.4!       +                              !!          .   .0  .          !
 2006.1!       +  *                           !!          .   .   0          !
 2006.2!        *+                            !!          . 0 .   .          !
 2006.3!       +                              !!          .  0.   .          !
 2006.4!      +                               !!          .   0   .          !
 2007.1!     + *                              !!          .   .  0.          !
 2007.2!      +  *                            !!          .   .   0          !
 2007.3!    * +                               !!          0   .   .          !
 2007.4!  + *                                 !!          .   . 0 .          !
 2008.1!  +  *                                !!          .   .   0          !
 2008.2!  +                                   !!          .  0.   .          !
 2008.3!+  *                                  !!          .   .   0          !
 2008.4!  +*                                  !!          .   .0  .          !
 2009.1!  +*                                  !!          .   .0  .          !
 2009.2!  +*                                  !!          .   .0  .          !
 2009.3! +*                                   !!          .   .0  .          !
 2009.4!+                                     !!          .  0.   .          !
 2010.1*+                                     !!          .   0   .          !
 2010.2*+                                     !!          .  0.   .          !
 2010.3*+                                     !!          .  0.   .          !
 2010.4+ *                                    !!          .   . 0 .          !
 2011.1! +  *                                 !!          .   .   0          !
 2011.2!     +*                               !!          .   .0  .          !
 2011.3!      +                               !!          .  0.   .          !
 2011.4!    *  +                              !!          .0  .   .          !
 2012.1!     *+                               !!          .  0.   .          !
 2012.2!     * +                              !!          . 0 .   .          !
 2012.3!      *+                              !!          . 0 .   .          !
 2012.4!      *+                              !!          . 0 .   .          !


     27.13 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNECA=NEPX$/CAPMM;                                                      
 GENR LAANECA=LOG(AANECA+.00001);                                             
 GENR LANECA=LOG(ANECA+.00001);                                               
 LHS AANECA=EXP(LAANECA)-.00001;                                              
  EQ   64 LAANECA C LANECA(-1) PNECA;                                         
EQUATION 351  LAANECA  
   RHS     C  LANECA(-1)  PNECA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  351 PLOT=0;END;                                                     

Equation number =  351
**********************

Dependent variable = LAANECA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.377034309

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.934649069       0.225760343  -4.14001     1.000000
11462 LANECA  ( -1)       0.790172887       0.043379328  18.21542    -5.376558
11460 PNECA   (  0)      -0.181278212       0.083335379  -2.17529     1.070039

SE of equation            =     0.128048787
Sum of squared residuals  =  3.03335099      -0.116138210E-09
Average absolute error    =     0.099403722
Sum of ABS residuals      =  18.6878997    
R squared                 =   0.67706
Durbin-Watson statistic   =   2.42651
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                *      +              !!      0  .    .    .         !
 1966.2!               + *                    !!         .    . 0  .         !
 1966.3!                +   *                 !!         .    .   0.         !
 1966.4!                  + *                 !!         .    . 0  .         !
 1967.1!                   +   *              !!         .    .   0.         !
 1967.2!                     +                !!         .    0    .         !
 1967.3!                  * +                 !!         .  0 .    .         !
 1967.4!             *   +                    !!         .0   .    .         !
 1968.1!             +  *                     !!         .    .   0.         !
 1968.2!                +*                    !!         .    .0   .         !
 1968.3!                +   *                 !!         .    .   0.         !
 1968.4!                   +                  !!         .    0    .         !
 1969.1!                  +   *               !!         .    .    0         !
 1969.2!                  * +                 !!         . 0  .    .         !
 1969.3!                 +    *               !!         .    .    0         !
 1969.4!                    + *               !!         .    .0   .         !
 1970.1!                    +       *         !!         .    .    .  0      !
 1970.2!                   *     +            !!       0 .    .    .         !
 1970.3!                  +    *              !!         .    .    0         !
 1970.4!                     +        *       !!         .    .    .   0     !
 1971.1!                   *       +          !!      0  .    .    .         !
 1971.2!                   +  *               !!         .    .  0 .         !
 1971.3!                     +  *             !!         .    .   0.         !
 1971.4!                       +    *         !!         .    .    .0        !
 1972.1!                *        +            !!    0    .    .    .         !
 1972.2!                +  *                  !!         .    .  0 .         !
 1972.3!             *    +                   !!         0    .    .         !
 1972.4!             *+                       !!         .   0.    .         !
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 1973.3!            *     +                   !!        0.    .    .         !
 1973.4!     *      +                         !!       0 .    .    .         !
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 1974.4!           *     +                    !!       0 .    .    .         !
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 1975.2!       *     +                        !!        0.    .    .         !
 1975.3!         +*                           !!         .    .0   .         !
 1975.4!           +    *                     !!         .    .    .0        !
 1976.1!             *  +                     !!         . 0  .    .         !
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 1976.3!         * +                          !!         . 0  .    .         !
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 1977.1!        *     +                       !!        0.    .    .         !
 1977.2!        *+                            !!         .   0.    .         !
 1977.3!        +        *                    !!         .    .    .   0     !
 1977.4!            *   +                     !!         .0   .    .         !
 1978.1!            +    *                    !!         .    .    0         !
 1978.2!           *    +                     !!         0    .    .         !
 1978.3!           +                          !!         .    0    .         !
 1978.4!           + *                        !!         .    . 0  .         !
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 1980.1!   *  +                               !!         . 0  .    .         !
 1980.2*    +                                 !!         0    .    .         !
 1980.3! +            *                       !!         .    .    .       0 !
 1980.4!    *         +                       !!    0    .    .    .         !
 1981.1!  *    +                              !!         0    .    .         !
 1981.2!    *+                                !!         .  0 .    .         !
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 1983.3!                 * +                  !!         .  0 .    .         !
 1983.4!                  +*                  !!         .    .0   .         !
 1984.1!                   +  *               !!         .    .  0 .         !
 1984.2!                      +  *            !!         .    .  0 .         !
 1984.3!                        +             !!         .    0    .         !
 1984.4!                        +        *    !!         .    .    .    0    !
 1985.1!                             * +      !!         .  0 .    .         !
 1985.2!                           *+         !!         .   0.    .         !
 1985.3!                          +*          !!         .    .0   .         !
 1985.4!                         +  *         !!         .    .  0 .         !
 1986.1!                          +    *      !!         .    .    .0        !
 1986.2!                            +     *   !!         .    .    .0        !
 1986.3!                               +*     !!         .    . 0  .         !
 1986.4!                             +        *!         .    .    .   0     !
 1987.1!                    *             +   !0         .    .    .         !
 1987.2!                   +       *          !!         .    .    .  0      !
 1987.3!                         +       *    !!         .    .    .  0      !
 1987.4!                        *    +        !!        0.    .    .         !
 1988.1!                     *+               !!         .   0.    .         !
 1988.2!                     +      *         !!         .    .    .  0      !
 1988.3!                           +  *       !!         .    .  0 .         !
 1988.4!                           +*         !!         .    0    .         !
 1989.1!                          +          *!!         .    .    .      0  !
 1989.2!                               *  +   !!         . 0  .    .         !
 1989.3!                         *  +         !!         . 0  .    .         !
 1989.4!                        + *           !!         .    . 0  .         !
 1990.1!               *        +             !!     0   .    .    .         !
 1990.2!               +   *                  !!         .    .   0.         !
 1990.3!                 *+                   !!         .   0.    .         !
 1990.4!              *  +                    !!         . 0  .    .         !
 1991.1!             *+                       !!         .  0 .    .         !
 1991.2!             *+                       !!         .   0.    .         !
 1991.3!              +                       !!         .    0    .         !
 1991.4!       *       +                      !!     0   .    .    .         !
 1992.1!         +                            !!         .    .0   .         !
 1992.2!       *   +                          !!         .0   .    .         !
 1992.3!        +   *                         !!         .    .   0.         !
 1992.4!             + *                      !!         .    . 0  .         !
 1993.1!     *         +                      !!   0     .    .    .         !
 1993.2!     * +                              !!         .  0 .    .         !
 1993.3!        +      *                      !!         .    .    . 0       !
 1993.4!             *  +                     !!         . 0  .    .         !
 1994.1!           *  +                       !!         .0   .    .         !
 1994.2!            +                         !!         .   0.    .         !
 1994.3!           * +                        !!         .  0 .    .         !
 1994.4!         *  +                         !!         . 0  .    .         !
 1995.1!         *+                           !!         .  0 .    .         !
 1995.2!          +  *                        !!         .    .  0 .         !
 1995.3!       *      +                       !!       0 .    .    .         !
 1995.4!      *  +                            !!         . 0  .    .         !
 1996.1!      * +                             !!         . 0  .    .         !
 1996.2!      * +                             !!         .  0 .    .         !
 1996.3!         +                            !!         .    .0   .         !
 1996.4!   *       +                          !!      0  .    .    .         !
 1997.1!       +*                             !!         .    . 0  .         !
 1997.2!     *     +                          !!       0 .    .    .         !
 1997.3!  *     +                             !!        0.    .    .         !
 1997.4!     *+                               !!         .   0.    .         !
 1998.1!        +*                            !!         .    .0   .         !
 1998.2!      *    +                          !!         0    .    .         !
 1998.3!      *  +                            !!         .0   .    .         !
 1998.4!       *+                             !!         .   0.    .         !
 1999.1!          +     *                     !!         .    .    .0        !
 1999.2!            *    +                    !!        0.    .    .         !
 1999.3!           *  +                       !!         .  0 .    .         !
 1999.4!              + *                     !!         .    .  0 .         !
 2000.1!                * +                   !!         .  0 .    .         !
 2000.2!                * +                   !!         .  0 .    .         !
 2000.3!                * +                   !!         .  0 .    .         !
 2000.4!                  + *                 !!         .    . 0  .         !
 2001.1!                     +                !!         .    0    .         !
 2001.2!                    * +               !!         .  0 .    .         !
 2001.3!                     +*               !!         .    .0   .         !
 2001.4!                   *  +               !!         . 0  .    .         !
 2002.1!                     +                !!         .    0    .         !
 2002.2!                   * +                !!         . 0  .    .         !
 2002.3!                    +*                !!         .    .0   .         !
 2002.4!                  *  +                !!         .0   .    .         !
 2003.1!                  +*                  !!         .    .0   .         !
 2003.2!                   +                  !!         .    0    .         !
 2003.3!                    +                 !!         .    .0   .         !
 2003.4!                *   +                 !!         .0   .    .         !
 2004.1!                 +                    !!         .    .0   .         !
 2004.2!                  +                   !!         .    0    .         !
 2004.3!                  +                   !!         .    0    .         !
 2004.4!                  +*                  !!         .    .0   .         !
 2005.1!             *     +                  !!        0.    .    .         !
 2005.2!              +    *                  !!         .    .    0         !
 2005.3!                 * +                  !!         .  0 .    .         !
 2005.4!                  + *                 !!         .    . 0  .         !
 2006.1!                  *+                  !!         .   0.    .         !
 2006.2!                  + *                 !!         .    .0   .         !
 2006.3!               *   +                  !!         0    .    .         !
 2006.4!               +  *                   !!         .    .  0 .         !
 2007.1!                  +    *              !!         .    .    0         !
 2007.2!                   *  +               !!         . 0  .    .         !
 2007.3!                   +        *         !!         .    .    .    0    !
 2007.4!                        * +           !!         .  0 .    .         !
 2008.1!                     *+               !!         .    0    .         !
 2008.2!                    +     *           !!         .    .    .0        !
 2008.3!                       +     *        !!         .    .    .0        !
 2008.4!                           +     *    !!         .    .    . 0       !
 2009.1!                              +*      !!         .    .0   .         !
 2009.2!                            +   *     !!         .    .   0.         !
 2009.3!                           * +        !!         .  0 .    .         !
 2009.4!                         +*           !!         .    .0   .         !
 2010.1!                *       +             !!     0   .    .    .         !
 2010.2!                +     *               !!         .    .    .0        !
 2010.3!                    *+                !!         .   0.    .         !
 2010.4!                    + *               !!         .    .  0 .         !
 2011.1!                     *+               !!         .   0.    .         !
 2011.2!                    +                 !!         .    0    .         !
 2011.3!                    +  *              !!         .    .  0 .         !
 2011.4!                      +    *          !!         .    .    .0        !
 2012.1!                          +           !!         .    0    .         !
 2012.2!                         +    *       !!         .    .    0         !
 2012.3!                        *   +         !!         .0   .    .         !
 2012.4!                       +              !!         .    0    .         !


     31.91 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTCA=STPX$/CAPMM;                                                      
 GENR LAASTCA=LOG(AASTCA+.00001);                                             
 GENR LASTCA=LOG(ASTCA+.00001);                                               
 LHS AASTCA=EXP(LAASTCA)-.00001;                                              
  EQ   65 LAASTCA C LASTCA(-1) PSTCA;                                         
EQUATION 352  LAASTCA  
   RHS     C  LASTCA(-1)  PSTCA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  352 PLOT=0;END;                                                     

Equation number =  352
**********************

Dependent variable = LAASTCA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.090560477

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.632661295       0.170609307  -3.70825     1.000000
11465 LASTCA  ( -1)       0.859075729       0.037162328  23.11684    -5.088675
11463 PSTCA   (  0)      -0.101702739       0.066078379  -1.53912     0.848968

SE of equation            =     0.144096361
Sum of squared residuals  =  3.84129583       0.496109820E-10
Average absolute error    =     0.112209514
Sum of ABS residuals      =  21.0953887    
R squared                 =   0.79762
Durbin-Watson statistic   =   2.44043
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                               *  +   !!        . 0   .     .        !
 1966.2!                              +  *    !!        .     .   0 .        !
 1966.3!                                +  *  !!        .     .    0.        !
 1966.4!                                  +   !!        .     0     .        !
 1967.1!                                 +    *!        .     .     .0       !
 1967.2!                                   *+ !!        .    0.     .        !
 1967.3!                                  +   !!        .     0     .        !
 1967.4!                                +*    !!        .     .0    .        !
 1968.1!                              * +     !!        .  0  .     .        !
 1968.2!                             + *      !!        .     .   0 .        !
 1968.3!                              +  *    !!        .     .   0 .        !
 1968.4!                                +     !!        .     0     .        !
 1969.1!                               +*     !!        .     .0    .        !
 1969.2!                               +   *  !!        .     .     0        !
 1969.3!                                  +   !!        .     0     .        !
 1969.4!                               *+     !!        .   0 .     .        !
 1970.1!                              +   *   !!        .     .    0.        !
 1970.2!                                +     *!        .     .     . 0      !
 1970.3!                                *   + !!        0     .     .        !
 1970.4!                               +*     !!        .     .0    .        !
 1971.1!                               + *    !!        .     .  0  .        !
 1971.2!                            *   +     !!        .0    .     .        !
 1971.3!                            +*        !!        .     . 0   .        !
 1971.4!                            +*        !!        .     . 0   .        !
 1972.1!                             +*       !!        .     . 0   .        !
 1972.2!                             +        !!        .     0     .        !
 1972.3!                            + *       !!        .     .  0  .        !
 1972.4!                         *   +        !!        .0    .     .        !
 1973.1!                         +   *        !!        .     .    0.        !
 1973.2!                       *    +         !!       0.     .     .        !
 1973.3!                      *+              !!        .    0.     .        !
 1973.4!                      +*              !!        .     .0    .        !
 1974.1!                       +  *           !!        .     .    0.        !
 1974.2!                          +           !!        .     .0    .        !
 1974.3!                        * +           !!        .  0  .     .        !
 1974.4!                       *+             !!        .     0     .        !
 1975.1!                       +  *           !!        .     .  0  .        !
 1975.2!                         +            !!        .     0     .        !
 1975.3!                         +        *   !!        .     .     .      0 !
 1975.4!                        *       +     !!   0    .     .     .        !
 1976.1!                     *  +             !!        .0    .     .        !
 1976.2!                     +   *            !!        .     .    0.        !
 1976.3!              *         +             !0        .     .     .        !
 1976.4!               +      *               !!        .     .     .   0    !
 1977.1!                      +*              !!        .     .0    .        !
 1977.2!                       +*             !!        .     . 0   .        !
 1977.3!                        +         *   !!        .     .     .       0!
 1977.4!                       *        +     !!  0     .     .     .        !
 1978.1!                     * +              !!        .  0  .     .        !
 1978.2!                     +    *           !!        .     .     . 0      !
 1978.3!                 *       +            !!  0     .     .     .        !
 1978.4!                 +  *                 !!        .     .   0 .        !
 1979.1!                    +   *             !!        .     .     0        !
 1979.2!                *      +              !!    0   .     .     .        !
 1979.3!              * +                     !!        .  0  .     .        !
 1979.4!               +          *           !!        .     .     .        0
 1980.1!                       * +            !!        .  0  .     .        !
 1980.2!                      +               !!        .     0     .        !
 1980.3!                    * +               !!        .  0  .     .        !
 1980.4!                    +     *           !!        .     .     .  0     !
 1981.1!                      *   +           !!        0     .     .        !
 1981.2!                      + *             !!        .     .  0  .        !
 1981.3!                        +             !!        .     0     .        !
 1981.4!                        +        *    !!        .     .     .     0  !
 1982.1!                              *+      !!        .   0 .     .        !
 1982.2!                        *    +        !!        0     .     .        !
 1982.3!                        +  *          !!        .     .   0 .        !
 1982.4!                          +        *  !!        .     .     .     0  !
 1983.1!                                  +   !!        .     0     .        !
 1983.2!                               *+     !!        .   0 .     .        !
 1983.3!                             *+       !!        .  0  .     .        !
 1983.4!                       *    +         !!       0.     .     .        !
 1984.1!                      *+              !!        .   0 .     .        !
 1984.2!                       +              !!        .     .0    .        !
 1984.3!                    *   +             !!        .0    .     .        !
 1984.4!                     + *              !!        .     .  0  .        !
 1985.1!                       +   *          !!        .     .    0.        !
 1985.2!                          +   *       !!        .     .    0.        !
 1985.3!                            *+        !!        .  0  .     .        !
 1985.4!                           +   *      !!        .     .    0.        !
 1986.1!                             *+       !!        .    0.     .        !
 1986.2!                            +  *      !!        .     .   0 .        !
 1986.3!                             +  *     !!        .     .   0 .        !
 1986.4!                     *         +      !! 0      .     .     .        !
 1987.1!                     +  *             !!        .     .   0 .        !
 1987.2!                     *  +             !!        . 0   .     .        !
 1987.3!                   * +                !!        .  0  .     .        !
 1987.4!                 * +                  !!        .  0  .     .        !
 1988.1!                 +  *                 !!        .     .    0.        !
 1988.2!                    +  *              !!        .     .    0.        !
 1988.3!                     * +              !!        . 0   .     .        !
 1988.4!                     + *              !!        .     .  0  .        !
 1989.1!             *         +              !! 0      .     .     .        !
 1989.2!               + *                    !!        .     .  0  .        !
 1989.3!                  +      *            !!        .     .     .   0    !
 1989.4!               *         +            !! 0      .     .     .        !
 1990.1!                + *                   !!        .     .  0  .        !
 1990.2!                  +                   !!        .     0     .        !
 1990.3!          *       +                   !!   0    .     .     .        !
 1990.4!           + *                        !!        .     .  0  .        !
 1991.1!              +  *                    !!        .     .    0.        !
 1991.2!             *    +                   !!        0     .     .        !
 1991.3!       *      +                       !!    0   .     .     .        !
 1991.4!         +                            !!        .     0     .        !
 1992.1!          +   *                       !!        .     .    0.        !
 1992.2!              *+                      !!        .    0.     .        !
 1992.3!           *  +                       !!        .0    .     .        !
 1992.4!           *+                         !!        .    0.     .        !
 1993.1!             +                        !!        .     .0    .        !
 1993.2!           *  +                       !!        . 0   .     .        !
 1993.3!      *     +                         !!     0  .     .     .        !
 1993.4!        +*                            !!        .     . 0   .        !
 1994.1!       *   +                          !!        .0    .     .        !
 1994.2!      *  +                            !!        . 0   .     .        !
 1994.3!     *  +                             !!        . 0   .     .        !
 1994.4!   *   +                              !!        .0    .     .        !
 1995.1!    *+                                !!        .   0 .     .        !
 1995.2!     +     *                          !!        .     .     . 0      !
 1995.3!           *+                         !!        .    0.     .        !
 1995.4!        *   +                         !!        .0    .     .        !
 1996.1!          +     *                     !!        .     .     .  0     !
 1996.2!           *    +                     !!       0.     .     .        !
 1996.3!    *       +                         !!   0    .     .     .        !
 1996.4!    * +                               !!        .  0  .     .        !
 1997.1!  *   +                               !!        .0    .     .        !
 1997.2!   * +                                !!        .  0  .     .        !
 1997.3!    *+                                !!        .   0 .     .        !
 1997.4!      +*                              !!        .     .0    .        !
 1998.1!       * +                            !!        .   0 .     .        !
 1998.2!    *    +                            !!       0.     .     .        !
 1998.3!    * +                               !!        .  0  .     .        !
 1998.4!   *  +                               !!        . 0   .     .        !
 1999.1*     +                                !!     0  .     .     .        !
 1999.2!  +                                   !!        .     .0    .        !
 1999.3!     + *                              !!        .     .  0  .        !
 1999.4!        + *                           !!        .     . 0   .        !
 2000.1!          * +                         !!        .  0  .     .        !
 2000.2!        *  +                          !!        . 0   .     .        !
 2000.3!          +*                          !!        .     . 0   .        !
 2000.4!       *     +                        !!      0 .     .     .        !
 2001.1!         + *                          !!        .     .   0 .        !
 2001.2!             +*                       !!        .     . 0   .        !
 2001.3!            *  +                      !!        . 0   .     .        !
 2001.4!            *+                        !!        .   0 .     .        !
 2002.1!             +    *                   !!        .     .     .0       !
 2002.2!                 * +                  !!        .   0 .     .        !
 2002.3!              *  +                    !!        . 0   .     .        !
 2002.4!               +                      !!        .     .0    .        !
 2003.1!            *   +                     !!        .0    .     .        !
 2003.2!             +                        !!        .     .0    .        !
 2003.3!              +                       !!        .     0     .        !
 2003.4!             *+                       !!        .   0 .     .        !
 2004.1!             +      *                 !!        .     .     .  0     !
 2004.2!                  *+                  !!        .   0 .     .        !
 2004.3!                 *+                   !!        .    0.     .        !
 2004.4!                 +      *             !!        .     .     .   0    !
 2005.1!                       +              !!        .     0     .        !
 2005.2!                   *  +               !!        .  0  .     .        !
 2005.3!                   +*                 !!        .     .0    .        !
 2005.4!                   +*                 !!        .     .0    .        !
 2006.1!                   +  *               !!        .     .   0 .        !
 2006.2!                      +*              !!        .     . 0   .        !
 2006.3!                    * +               !!        . 0   .     .        !
 2006.4!                   +      *           !!        .     .     .   0    !
 2007.1!                       * +            !!        .   0 .     .        !
 2007.2!                    * +               !!        .   0 .     .        !
 2007.3!                    +  *              !!        .     .   0 .        !
 2007.4!                      +*              !!        .     .0    .        !
 2008.1!                *    +                !!      0 .     .     .        !
 2008.2!             * +                      !!        .  0  .     .        !
 2008.3!             +       *                !!        .     .     .    0   !
 2008.4!                 *  +                 !!        .0    .     .        !
 2009.1!                +   *                 !!        .     .     0        !
 2009.2!                   +   *              !!        .     .    0.        !
 2009.3!                     +  *             !!        .     .  0  .        !
 2009.4!                     *+               !!        .   0 .     .        !
 2010.1!                    + *               !!        .     .  0  .        !
 2010.2!                     +  *             !!        .     .   0 .        !
 2010.3!                      + *             !!        .     .  0  .        !
 2010.4!                   *  +               !!        .0    .     .        !
 2011.1!                  +  *                !!        .     .   0 .        !
 2011.2!                    +                 !!        .     0     .        !
 2011.3!                   +*                 !!        .     . 0   .        !
 2011.4!                   +    *             !!        .     .     .0       !
 2012.1!                       +              !!        .     .0    .        !
 2012.2!                      +   *           !!        .     .     0        !
 2012.3!                       * +            !!        .  0  .     .        !
 2012.4!                     +   *            !!        .     .     0        !


     24.47 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKCA=UKPX$/CAPMM;                                                      
 GENR LAAUKCA=LOG(AAUKCA+.00001);                                             
 GENR LAUKCA=LOG(AUKCA+.00001);                                               
 LHS AAUKCA=EXP(LAAUKCA)-.00001;                                              
  EQ   66 LAAUKCA C LAUKCA(-1) PUKCA;                                         
EQUATION 353  LAAUKCA  
   RHS     C  LAUKCA(-1)  PUKCA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  353 PLOT=0;END;                                                     

Equation number =  353
**********************

Dependent variable = LAAUKCA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.448503738

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.054277251       0.096146620   0.56453     1.000000
11468 LAUKCA  ( -1)       0.950972298       0.020157916  47.17612    -3.438271
11466 PUKCA   (  0)      -0.251883514       0.118793783  -2.12034     0.925349

SE of equation            =     0.117482037
Sum of squared residuals  =  2.55337537       0.578781467E-11
Average absolute error    =     0.090202119
Sum of ABS residuals      =  16.9579984    
R squared                 =   0.94429
Durbin-Watson statistic   =   2.50582
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                    + *!          .   .   0          !
 1966.2!                                  *  +!!          0   .   .          !
 1966.3!                                 + *  !!          .   .  0.          !
 1966.4!                                  + * !!          .   .   .0         !
 1967.1!                                   +  !!          .   .0  .          !
 1967.2!                                  + * !!          .   .  0.          !
 1967.3!                                   +  !!          .   .0  .          !
 1967.4!                                 * +  !!          .0  .   .          !
 1968.1!                                +   * !!          .   .   .  0       !
 1968.2!                                  *+  !!          .0  .   .          !
 1968.3!                                 +*   !!          .   . 0 .          !
 1968.4!                                 +*   !!          .   .0  .          !
 1969.1!                                 + *  !!          .   .  0.          !
 1969.2!                                  +*  !!          .   . 0 .          !
 1969.3!                                  + * !!          .   .   0          !
 1969.4!                                 *  + !!         0.   .   .          !
 1970.1!                                +*    !!          .   . 0 .          !
 1970.2!                                *+    !!          .  0.   .          !
 1970.3!                                +  *  !!          .   .   .0         !
 1970.4!                                  +   !!          .  0.   .          !
 1971.1!                                *+    !!          .0  .   .          !
 1971.2!                               +  *   !!          .   .   .0         !
 1971.3!                                 +*   !!          .   . 0 .          !
 1971.4!                                  +  *!!          .   .   .0         !
 1972.1!                                   *+ !!          . 0 .   .          !
 1972.2!                                  +*  !!          .   . 0 .          !
 1972.3!                              *   +   !!       0  .   .   .          !
 1972.4!                              +  *    !!          .   .   .  0       !
 1973.1!                                 +    !!          .   0   .          !
 1973.2!                                +     !!          .  0.   .          !
 1973.3!                               + *    !!          .   . 0 .          !
 1973.4!                             *  +     !!       0  .   .   .          !
 1974.1!                            + *       !!          .   .   0          !
 1974.2!                             *+       !!          .0  .   .          !
 1974.3!                             + *      !!          .   .   0          !
 1974.4!                              *+      !!          . 0 .   .          !
 1975.1!                              +*      !!          .   . 0 .          !
 1975.2!                             * +      !!          0   .   .          !
 1975.3!                             +        !!          .   .0  .          !
 1975.4!                           * +        !!          0   .   .          !
 1976.1!                           +*         !!          .   .0  .          !
 1976.2!                          * +         !!          .0  .   .          !
 1976.3!                           +          !!          .   .0  .          !
 1976.4!                           +          !!          .  0.   .          !
 1977.1!                          *+          !!          . 0 .   .          !
 1977.2!                          +           !!          .   0   .          !
 1977.3!                          +*          !!          .   . 0 .          !
 1977.4!                          +           !!          .  0.   .          !
 1978.1!                         +            !!          .   0   .          !
 1978.2!                         +            !!          .   .0  .          !
 1978.3!                         +            !!          .   0   .          !
 1978.4!                        +             !!          .  0.   .          !
 1979.1!                      * +             !!          0   .   .          !
 1979.2!                     +   *            !!          .   .   .  0       !
 1979.3!                         +*           !!          .   .0  .          !
 1979.4!                       * +            !!          .0  .   .          !
 1980.1!                    * +               !!          .0  .   .          !
 1980.2!                   +*                 !!          .   .  0.          !
 1980.3!                  +                   !!          .   0   .          !
 1980.4!                 + *                  !!          .   .   0          !
 1981.1!                 +                    !!          .   0   .          !
 1981.2!               * +                    !!          .0  .   .          !
 1981.3!               +*                     !!          .   .  0.          !
 1981.4!                +      *              !!          .   .   .         0!
 1982.1!                      +               !!          .  0.   .          !
 1982.2!                     +                !!          .   0   .          !
 1982.3!                   * +                !!          .0  .   .          !
 1982.4!                   +*                 !!          .   .0  .          !
 1983.1!                 *  +                 !!         0.   .   .          !
 1983.2!                 +*                   !!          .   . 0 .          !
 1983.3!                  +*                  !!          .   . 0 .          !
 1983.4!                   +*                 !!          .   . 0 .          !
 1984.1!                   *+                 !!          . 0 .   .          !
 1984.2!                 * +                  !!          0   .   .          !
 1984.3!                  + *                 !!          .   .   0          !
 1984.4!                 *   +                !!        0 .   .   .          !
 1985.1!                  +                   !!          .   0   .          !
 1985.2!                  +     *             !!          .   .   .      0   !
 1985.3!                        +*            !!          .   .  0.          !
 1985.4!                         +*           !!          .   . 0 .          !
 1986.1!                          +           !!          .   .0  .          !
 1986.2!                        * +           !!          0   .   .          !
 1986.3!                        + *           !!          .   .   0          !
 1986.4!                          +*          !!          .   .0  .          !
 1987.1!                           +          !!          .   0   .          !
 1987.2!                        * +           !!          0   .   .          !
 1987.3!                        + *           !!          .   .   0          !
 1987.4!                      *  +            !!        0 .   .   .          !
 1988.1!                     +    *           !!          .   .   .   0      !
 1988.2!                        *+            !!          .  0.   .          !
 1988.3!                       *+             !!          . 0 .   .          !
 1988.4!                     *+               !!          . 0 .   .          !
 1989.1!                     +  *             !!          .   .   .0         !
 1989.2!                       *+             !!          . 0 .   .          !
 1989.3!                   *   +              !!       0  .   .   .          !
 1989.4!                   +   *              !!          .   .   . 0        !
 1990.1!                     *+               !!          .0  .   .          !
 1990.2!                 *  +                 !!        0 .   .   .          !
 1990.3!                 +   *                !!          .   .   .   0      !
 1990.4!               *    +                 !!    0     .   .   .          !
 1991.1!              +                       !!          .   0   .          !
 1991.2!              + *                     !!          .   .  0.          !
 1991.3!               + *                    !!          .   .  0.          !
 1991.4!                *+                    !!          . 0 .   .          !
 1992.1!             * +                      !!          0   .   .          !
 1992.2!             +                        !!          .   0   .          !
 1992.3!             +                        !!          .   .0  .          !
 1992.4!             +                        !!          .  0.   .          !
 1993.1!            *+                        !!          .  0.   .          !
 1993.2!            +*                        !!          .   .0  .          !
 1993.3!            *+                        !!          . 0 .   .          !
 1993.4!           *+                         !!          .   0   .          !
 1994.1!            +*                        !!          .   .   0          !
 1994.2!             +                        !!          .  0.   .          !
 1994.3!         *   +                        !!       0  .   .   .          !
 1994.4!      *  +                            !!          0   .   .          !
 1995.1!      +  *                            !!          .   .   .0         !
 1995.2!        *+                            !!          .0  .   .          !
 1995.3!       *+                             !!          . 0 .   .          !
 1995.4!       +                              !!          .   0   .          !
 1996.1!       +  *                           !!          .   .   .0         !
 1996.2!          +                           !!          .   0   .          !
 1996.3!         *+                           !!          . 0 .   .          !
 1996.4!      *  +                            !!          0   .   .          !
 1997.1!      +*                              !!          .   . 0 .          !
 1997.2!       +*                             !!          .   . 0 .          !
 1997.3!         +                            !!          .   0   .          !
 1997.4!         +                            !!          .   .0  .          !
 1998.1!      *  +                            !!        0 .   .   .          !
 1998.2!      +  *                            !!          .   .   .0         !
 1998.3!         + *                          !!          .   .   0          !
 1998.4!         * +                          !!          0   .   .          !
 1999.1!         +*                           !!          .   . 0 .          !
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 1999.3!         +    *                       !!          .   .   .   0      !
 1999.4!         *   +                        !!      0   .   .   .          !
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 2000.2!             +  *                     !!          .   .   .0         !
 2000.3!             *  +                     !!         0.   .   .          !
 2000.4!             +  *                     !!          .   .   .0         !
 2001.1!                *+                    !!          .   0   .          !
 2001.2!             *  +                     !!         0.   .   .          !
 2001.3!             *+                       !!          . 0 .   .          !
 2001.4!             +*                       !!          .   . 0 .          !
 2002.1!              +                       !!          .   .0  .          !
 2002.2!              *+                      !!          .  0.   .          !
 2002.3!              +                       !!          .  0.   .          !
 2002.4!             *+                       !!          . 0 .   .          !
 2003.1!        *   +                         !!      0   .   .   .          !
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 2003.3!              +*                      !!          .   . 0 .          !
 2003.4!               +                      !!          .   0   .          !
 2004.1!             *+                       !!          . 0 .   .          !
 2004.2!           * +                        !!          .0  .   .          !
 2004.3!           +   *                      !!          .   .   .  0       !
 2004.4!           *  +                       !!         0.   .   .          !
 2005.1!       *   +                          !!       0  .   .   .          !
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 2005.3!      *+                              !!          . 0 .   .          !
 2005.4!       +                              !!          .   .0  .          !
 2006.1!       +   *                          !!          .   .   . 0        !
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 2006.3!       *   +                          !!       0  .   .   .          !
 2006.4!       +                              !!          .  0.   .          !
 2007.1!      +  *                            !!          .   .   .0         !
 2007.2!       * +                            !!          0   .   .          !
 2007.3!    * +                               !!          0   .   .          !
 2007.4!  * +                                 !!          .0  .   .          !
 2008.1!   +                                  !!          .   0   .          !
 2008.2!  + *                                 !!          .   .  0.          !
 2008.3!    +*                                !!          .   . 0 .          !
 2008.4!      +*                              !!          .   . 0 .          !
 2009.1!        +*                            !!          .   .  0.          !
 2009.2!         +                            !!          .  0.   .          !
 2009.3!         +                            !!          .  0.   .          !
 2009.4!         +*                           !!          .   .  0.          !
 2010.1!          *+                          !!          .   0   .          !
 2010.2!    *      +                          !!  0       .   .   .          !
 2010.3!     + *                              !!          .   .   0          !
 2010.4!       +  *                           !!          .   .   .0         !
 2011.1!       *  +                           !!         0.   .   .          !
 2011.2!       +  *                           !!          .   .   0          !
 2011.3!          +                           !!          .   .0  .          !
 2011.4!      *   +                           !!       0  .   .   .          !
 2012.1!      *+                              !!          .  0.   .          !
 2012.2!  *   +                               !!      0   .   .   .          !
 2012.3!   +   *                              !!          .   .   .   0      !
 2012.4*       +                              !0          .   .   .          !


     28.72 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFICA=FIPX$/CAPMM;                                                      
 GENR LAAFICA=LOG(AAFICA+.00001);                                             
 GENR LAFICA=LOG(AFICA+.00001);                                               
 LHS AAFICA=EXP(LAAFICA)-.00001;                                              
  EQ   67 LAAFICA C LAFICA(-1) PFICA;                                         
EQUATION 354  LAAFICA  
   RHS     C  LAFICA(-1)  PFICA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  354 PLOT=0;END;                                                     

Equation number =  354
**********************

Dependent variable = LAAFICA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.337602962

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.950196872       0.323493475  -2.93730     1.000000
11471 LAFICA  ( -1)       0.798942404       0.040750661  19.60563    -6.348745
11469 PFICA   (  0)      -0.356448235       0.234023784  -1.52313     0.884068

SE of equation            =     0.309110098
Sum of squared residuals  =  17.6765748      -0.534834399E-10
Average absolute error    =     0.231101964
Sum of ABS residuals      =  43.4471691    
R squared                 =   0.67876
Durbin-Watson statistic   =   2.50714
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!      * +                             !!           .0 .  .           !
 1966.2!  *       +                           !!       0   .  .  .           !
 1966.3!*      +                              !!        0  .  .  .           !
 1966.4!    *+                                !!           . 0.  .           !
 1967.1*        +                             !!      0    .  .  .           !
 1967.2!     +   *                            !!           .  .  .0          !
 1967.3!            *+                        !!           . 0.  .           !
 1967.4!         *     +                      !!         0 .  .  .           !
 1968.1!         *   +                        !!          0.  .  .           !
 1968.2!            +*                        !!           .  .0 .           !
 1968.3!       *        +                     !!      0    .  .  .           !
 1968.4!           +  *                       !!           .  . 0.           !
 1969.1!                +                     !!           . 0.  .           !
 1969.2!                  +  *                !!           .  .  0           !
 1969.3!                   *   +              !!           0  .  .           !
 1969.4!                     +                *!           .  .  .           0
 1970.1!                             *      + !!        0  .  .  .           !
 1970.2!                            +         !!           .  0  .           !
 1970.3!                         *  +         !!           .0 .  .           !
 1970.4!                          +    *      !!           .  .  . 0         !
 1971.1!                        *     +       !!         0 .  .  .           !
 1971.2!                   *     +            !!         0 .  .  .           !
 1971.3!                     +     *          !!           .  .  . 0         !
 1971.4!                      *    +          !!          0.  .  .           !
 1972.1!                       +      *       !!           .  .  .  0        !
 1972.2!                    *        +        !!      0    .  .  .           !
 1972.3!                     *+               !!           .  0  .           !
 1972.4!                   *  +               !!           .0 .  .           !
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 1975.3!                 +    *               !!           .  .  .0          !
 1975.4!              *        +              !!       0   .  .  .           !
 1976.1!                +    *                !!           .  .  .0          !
 1976.2!                     + *              !!           .  .0 .           !
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 1977.3!                   *  +               !!           0  .  .           !
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 1978.3!                   *   +              !!          0.  .  .           !
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 1979.1!                      +*              !!           .  .0 .           !
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 1979.3!                    *  +              !!           .0 .  .           !
 1979.4!                  *  +                !!           0  .  .           !
 1980.1!                   +    *             !!           .  .  .0          !
 1980.2!                        + *           !!           .  . 0.           !
 1980.3!                   *     +            !!         0 .  .  .           !
 1980.4!                    +*                !!           .  .0 .           !
 1981.1!                      +    *          !!           .  .  . 0         !
 1981.2!                           +          !!           .  0  .           !
 1981.3!                      *    +          !!          0.  .  .           !
 1981.4!                      +      *        !!           .  .  .  0        !
 1982.1!                             +  *     !!           .  .  0           !
 1982.2!                               + *    !!           .  .0 .           !
 1982.3!                       *       +      !!       0   .  .  .           !
 1982.4!                        +*            !!           .  .0 .           !
 1983.1!                         +     *      !!           .  .  . 0         !
 1983.2!                        *     +       !!         0 .  .  .           !
 1983.3!                      *  +            !!           0  .  .           !
 1983.4!                       + *            !!           .  .0 .           !
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 1984.3!                             +*       !!           .  .0 .           !
 1984.4!                              +       !!           .  .0 .           !
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 1985.3!                               +*     !!           .  .0 .           !
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 1986.3!                             +    *   !!           .  .  .0          !
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 1988.1!                        *   +         !!          0.  .  .           !
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 1988.3!                              + *     !!           .  .0 .           !
 1988.4!                              + *     !!           .  .0 .           !
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 1989.2!                             * +      !!           . 0.  .           !
 1989.3!                            +*        !!           .  .0 .           !
 1989.4!                            +    *    !!           .  .  . 0         !
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 1990.3!                           +          !!           .  0  .           !
 1990.4!                        * +           !!           . 0.  .           !
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 1991.4!                       +              !!           .  .0 .           !
 1992.1!                   *   +              !!          0.  .  .           !
 1992.2!                    +    *            !!           .  .  .0          !
 1992.3!                        +*            !!           .  .0 .           !
 1992.4!                    *    +            !!          0.  .  .           !
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 1993.2!                         +*           !!           .  .0 .           !
 1993.3!                         *+           !!           . 0.  .           !
 1993.4!                        *+            !!           . 0.  .           !
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 1995.1!                      + *             !!           .  . 0.           !
 1995.2!                        +             !!           .  .0 .           !
 1995.3!                       *+             !!           .  0  .           !
 1995.4!                      +               !!           .  0  .           !
 1996.1!                    * +               !!           .0 .  .           !
 1996.2!                    +   *             !!           .  .  0           !
 1996.3!                  *    +              !!         0 .  .  .           !
 1996.4!                   +*                 !!           .  .0 .           !
 1997.1!                    + *               !!           .  .0 .           !
 1997.2!                      +    *          !!           .  .  .0          !
 1997.3!                           +   *      !!           .  .  .0          !
 1997.4!                         *    +       !!          0.  .  .           !
 1998.1!                      *  +            !!           .0 .  .           !
 1998.2!                      +  *            !!           .  . 0.           !
 1998.3!                        +*            !!           .  .0 .           !
 1998.4!                     *   +            !!          0.  .  .           !
 1999.1!                      +  *            !!           .  .  0           !
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 1999.3!                          +           !!           .  0  .           !
 1999.4!                         *+           !!           . 0.  .           !
 2000.1!                        *+            !!           . 0.  .           !
 2000.2!                         + *          !!           .  . 0.           !
 2000.3!                           +          !!           .  0  .           !
 2000.4!                        *  +          !!           .0 .  .           !
 2001.1!                         +    *       !!           .  .  .0          !
 2001.2!                          *  +        !!           0  .  .           !
 2001.3!                          +  *        !!           .  . 0.           !
 2001.4!                        *   +         !!          0.  .  .           !
 2002.1!                         +*           !!           .  .0 .           !
 2002.2!                          +*          !!           .  .0 .           !
 2002.3!                           + *        !!           .  . 0.           !
 2002.4!                           * +        !!           . 0.  .           !
 2003.1!                           +  *       !!           .  . 0.           !
 2003.2!                             +   *    !!           .  .  .0          !
 2003.3!                               +*     !!           .  .0 .           !
 2003.4!                          *    +      !!          0.  .  .           !
 2004.1!                         +  *         !!           .  . 0.           !
 2004.2!                            + *       !!           .  . 0.           !
 2004.3!                            *+        !!           .  0  .           !
 2004.4!                           +   *      !!           .  .  0           !
 2005.1!                             + *      !!           .  .0 .           !
 2005.2!                            *+        !!           . 0.  .           !
 2005.3!                           +  *       !!           .  . 0.           !
 2005.4!                             +        !!           .  0  .           !
 2006.1!                             +        !!           .  0  .           !
 2006.2!                            +   *     !!           .  .  0           !
 2006.3!                          *    +      !!          0.  .  .           !
 2006.4!                         *+           !!           .  0  .           !
 2007.1!                     *   +            !!           0  .  .           !
 2007.2!                      +      *        !!           .  .  .  0        !
 2007.3!                            + *       !!           .  . 0.           !
 2007.4!                          *  +        !!           .0 .  .           !
 2008.1!                        * +           !!           . 0.  .           !
 2008.2!                        +  *          !!           .  .  0           !
 2008.3!                           +          !!           .  0  .           !
 2008.4!                           +          !!           .  0  .           !
 2009.1!                          + *         !!           .  .0 .           !
 2009.2!                          *+          !!           . 0.  .           !
 2009.3!                          +*          !!           .  .0 .           !
 2009.4!                           +     *    !!           .  .  . 0         !
 2010.1!                           *    +     !!          0.  .  .           !
 2010.2!                           +*         !!           .  .0 .           !
 2010.3!                            +*        !!           .  .0 .           !
 2010.4!                             +     *  !!           .  .  .  0        !
 2011.1!                                  +*  !!           .  .0 .           !
 2011.2!                                 + *  !!           .  .0 .           !
 2011.3!                                 +    !!           .  0  .           !
 2011.4!                                + *   !!           .  . 0.           !
 2012.1!                         *       +    !!        0  .  .  .           !
 2012.2!                          +*          !!           .  .0 .           !
 2012.3!                           +   *      !!           .  .  0           !
 2012.4!                              +       !!           .  0  .           !


     29.79 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASCA=ASPX$/CAPMM;                                                      
 GENR LAAASCA=LOG(AAASCA+.00001);                                             
 GENR LAASCA=LOG(AASCA+.00001);                                               
 LHS AAASCA=EXP(LAAASCA)-.00001;                                              
  EQ   68 LAAASCA C LAASCA(-1) PASCA;                                         
EQUATION 355  LAAASCA  
   RHS     C  LAASCA(-1)  PASCA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  355 PLOT=0;END;                                                     

Equation number =  355
**********************

Dependent variable = LAAASCA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.132545689

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.738072050       0.195001715  -3.78495     1.000000
11474 LAASCA  ( -1)       0.835338632       0.041409565  20.17260    -5.131293
11472 PASCA   (  0)      -0.104231099       0.065678607  -1.58699     1.037180

SE of equation            =     0.213627729
Sum of squared residuals  =  8.44280918      -0.207842632E-10
Average absolute error    =     0.168771360
Sum of ABS residuals      =  31.7290156    
R squared                 =   0.74002
Durbin-Watson statistic   =   2.66006
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!             +   *                    !!          .   .  0.          !
 1966.2!                 +    *               !!          .   .   0          !
 1966.3!                    *+                !!          .  0.   .          !
 1966.4!                 *  +                 !!          .0  .   .          !
 1967.1!                 +*                   !!          .   .0  .          !
 1967.2!                   +     *            !!          .   .   .0         !
 1967.3!                   *    +             !!         0.   .   .          !
 1967.4!                   +*                 !!          .   .0  .          !
 1968.1!                    +   *             !!          .   .  0.          !
 1968.2!                    *  +              !!          .0  .   .          !
 1968.3!                    +  *              !!          .   . 0 .          !
 1968.4!                      +               !!          .  0.   .          !
 1969.1!                    * +               !!          . 0 .   .          !
 1969.2!                    +  *              !!          .   .  0.          !
 1969.3!                       +  *           !!          .   .  0.          !
 1969.4!                         +*           !!          .   .0  .          !
 1970.1!                         +          * !!          .   .   .    0     !
 1970.2!                                  +  *!!          .   .  0.          !
 1970.3!                             *     +  !!         0.   .   .          !
 1970.4!                            +     *   !!          .   .   .0         !
 1971.1!                                +*    !!          .   .0  .          !
 1971.2!                               +      !!          .   0   .          !
 1971.3!                              +  *    !!          .   .  0.          !
 1971.4!                               + *    !!          .   .0  .          !
 1972.1!                               + *    !!          .   . 0 .          !
 1972.2!                                +   * !!          .   .   0          !
 1972.3!                                *+    !!          .  0.   .          !
 1972.4!                              +     * !!          .   .   .0         !
 1973.1!                             *   +    !!          .0  .   .          !
 1973.2!                           +          !!          .   0   .          !
 1973.3!                          +  *        !!          .   .  0.          !
 1973.4!                           +     *    !!          .   .   .0         !
 1974.1!                             *+       !!          .  0.   .          !
 1974.2!                     *     +          !!         0.   .   .          !
 1974.3!                     +                *!          .   .   .          0
 1974.4!                                   +* !!          .   .0  .          !
 1975.1!                                  +  *!!          .   .  0.          !
 1975.2!                                  +  *!!          .   .  0.          !
 1975.3!                                * +   !!          . 0 .   .          !
 1975.4!                               +*     !!          .   .0  .          !
 1976.1!                              +       !!          .   0   .          !
 1976.2!                             +*       !!          .   .0  .          !
 1976.3!                             +       *!!          .   .   .  0       !
 1976.4!                             *    +   !!          0   .   .          !
 1977.1!                            +  *      !!          .   . 0 .          !
 1977.2!                             +*       !!          .   0   .          !
 1977.3!                            + *       !!          .   . 0 .          !
 1977.4!                             +        !!          .   0   .          !
 1978.1!                            + *       !!          .   . 0 .          !
 1978.2!                             +*       !!          .   .0  .          !
 1978.3!                          *  +        !!          . 0 .   .          !
 1978.4!                      *   +           !!          .0  .   .          !
 1979.1!                      +        *      !!          .   .   .   0      !
 1979.2!                            * +       !!          .  0.   .          !
 1979.3!                           +  *       !!          .   . 0 .          !
 1979.4!                       *     +        !!         0.   .   .          !
 1980.1!                       +      *       !!          .   .   . 0        !
 1980.2!                            +   *     !!          .   .  0.          !
 1980.3!                              +   *   !!          .   .  0.          !
 1980.4!                                +     !!          .   0   .          !
 1981.1!                            * +       !!          . 0 .   .          !
 1981.2!                           +   *      !!          .   .  0.          !
 1981.3!                            * +       !!          .  0.   .          !
 1981.4!                      *    +          !!          0   .   .          !
 1982.1!                      +          *    !!          .   .   .    0     !
 1982.2!                              *+      !!          .  0.   .          !
 1982.3!                         *   +        !!          0   .   .          !
 1982.4!                         +*           !!          .   .0  .          !
 1983.1!                     *    +           !!          0   .   .          !
 1983.2!                      +     *         !!          .   .   . 0        !
 1983.3!                    *       +         !!       0  .   .   .          !
 1983.4!                     +     *          !!          .   .   .0         !
 1984.1!                *          +          !!     0    .   .   .          !
 1984.2!                  + *                 !!          .   . 0 .          !
 1984.3!                     +  *             !!          .   .  0.          !
 1984.4!              *         +             !!     0    .   .   .          !
 1985.1!                + *                   !!          .   .0  .          !
 1985.2!             *     +                  !!         0.   .   .          !
 1985.3!               +       *              !!          .   .   .  0       !
 1985.4!                     *  +             !!          . 0 .   .          !
 1986.1!                      +    *          !!          .   .   0          !
 1986.2!                          + *         !!          .   .0  .          !
 1986.3!                           +*         !!          .   .0  .          !
 1986.4!                            +*        !!          .   .0  .          !
 1987.1!                             + *      !!          .   . 0 .          !
 1987.2!                           *  +       !!          .0  .   .          !
 1987.3!                          *+          !!          .  0.   .          !
 1987.4!                   *      +           !!        0 .   .   .          !
 1988.1!                    +         *       !!          .   .   .    0     !
 1988.2!                            *+        !!          .  0.   .          !
 1988.3!                     *     +          !!        0 .   .   .          !
 1988.4!                     +    *           !!          .   .   0          !
 1989.1!                       *  +           !!          . 0 .   .          !
 1989.2!                    *  +              !!          .0  .   .          !
 1989.3!                  *  +                !!          . 0 .   .          !
 1989.4!               *   +                  !!          .0  .   .          !
 1990.1!                 +       *            !!          .   .   .  0       !
 1990.2!                      *  +            !!          . 0 .   .          !
 1990.3!                       +      *       !!          .   .   . 0        !
 1990.4!                    *        +        !!      0   .   .   .          !
 1991.1!                    +       *         !!          .   .   .  0       !
 1991.2!                        *   +         !!          .0  .   .          !
 1991.3!                         + *          !!          .   . 0 .          !
 1991.4!                          *+          !!          .  0.   .          !
 1992.1!                        * +           !!          . 0 .   .          !
 1992.2!                        +   *         !!          .   .   0          !
 1992.3!                           *+         !!          .   0   .          !
 1992.4!                           + *        !!          .   . 0 .          !
 1993.1!                             +*       !!          .   .0  .          !
 1993.2!                              +  *    !!          .   .  0.          !
 1993.3!                             *  +     !!          . 0 .   .          !
 1993.4!                            *+        !!          .   0   .          !
 1994.1!                            +         !!          .   0   .          !
 1994.2!                           +*         !!          .   0   .          !
 1994.3!                          * +         !!          .  0.   .          !
 1994.4!                         *+           !!          .  0.   .          !
 1995.1!                         +            !!          .   0   .          !
 1995.2!                         +*           !!          .   .0  .          !
 1995.3!                          +  *        !!          .   . 0 .          !
 1995.4!                        *    +        !!          0   .   .          !
 1996.1!                        +    *        !!          .   .   0          !
 1996.2!                            *+        !!          .   0   .          !
 1996.3!                            + *       !!          .   . 0 .          !
 1996.4!                        *     +       !!         0.   .   .          !
 1997.1!                      * +             !!          . 0 .   .          !
 1997.2!                       +              !!          .   0   .          !
 1997.3!                    *  +              !!          .0  .   .          !
 1997.4!                     +  *             !!          .   . 0 .          !
 1998.1!                    *   +             !!          .0  .   .          !
 1998.2!                     +     *          !!          .   .   0          !
 1998.3!                       *   +          !!          .0  .   .          !
 1998.4!                       +*             !!          .   0   .          !
 1999.1!                        +*            !!          .   .0  .          !
 1999.2!                    *    +            !!         0.   .   .          !
 1999.3!                   * +                !!          . 0 .   .          !
 1999.4!                    +                 !!          .  0.   .          !
 2000.1!                  *  +                !!          . 0 .   .          !
 2000.2!                 *  +                 !!          . 0 .   .          !
 2000.3!                   + *                !!          .   . 0 .          !
 2000.4!                      +*              !!          .   .0  .          !
 2001.1!                        +*            !!          .   .0  .          !
 2001.2!                       * +            !!          . 0 .   .          !
 2001.3!                       *+             !!          .  0.   .          !
 2001.4!                      * +             !!          . 0 .   .          !
 2002.1!                      +  *            !!          .   . 0 .          !
 2002.2!                         + *          !!          .   . 0 .          !
 2002.3!                        *  +          !!          .0  .   .          !
 2002.4!                     *   +            !!          .0  .   .          !
 2003.1!                     +  *             !!          .   . 0 .          !
 2003.2!                        + *           !!          .   .0  .          !
 2003.3!                       *  +           !!          . 0 .   .          !
 2003.4!                     * +              !!          . 0 .   .          !
 2004.1!                     +      *         !!          .   .   .0         !
 2004.2!                         * +          !!          . 0 .   .          !
 2004.3!                        *+            !!          .  0.   .          !
 2004.4!                    *   +             !!          0   .   .          !
 2005.1!                     + *              !!          .   . 0 .          !
 2005.2!                  *    +              !!          0   .   .          !
 2005.3!                  *+                  !!          .  0.   .          !
 2005.4!               *  +                   !!          .0  .   .          !
 2006.1!              * +                     !!          .  0.   .          !
 2006.2!         *      +                     !!        0 .   .   .          !
 2006.3!           +   *                      !!          .   .  0.          !
 2006.4!          *     +                     !!         0.   .   .          !
 2007.1!            + *                       !!          .   . 0 .          !
 2007.2!               +                      !!          .   0   .          !
 2007.3!              * +                     !!          .  0.   .          !
 2007.4!            *   +                     !!          .0  .   .          !
 2008.1!        *    +                        !!          0   .   .          !
 2008.2!         *+                           !!          .  0.   .          !
 2008.3!       *  +                           !!          .0  .   .          !
 2008.4!  *      +                            !!        0 .   .   .          !
 2009.1!     +   *                            !!          .   .  0.          !
 2009.2!           +                          !!          .   0   .          !
 2009.3!         *  +                         !!          .0  .   .          !
 2009.4!        *  +                          !!          . 0 .   .          !
 2010.1!      *   +                           !!          0   .   .          !
 2010.2!      * +                             !!          .  0.   .          !
 2010.3!  *     +                             !!          0   .   .          !
 2010.4!*    +                                !!          0   .   .          !
 2011.1!   + *                                !!          .   . 0 .          !
 2011.2!   *  +                               !!          .0  .   .          !
 2011.3*     +                                !!         0.   .   .          !
 2011.4! +     *                              !!          .   .   .0         !
 2012.1!   *    +                             !!         0.   .   .          !
 2012.2!     +  *                             !!          .   .  0.          !
 2012.3!         *+                           !!          .   0   .          !
 2012.4!       *  +                           !!          .0  .   .          !


     27.66 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@@EQ   69 LAASOCA C LASOCA(-1) PSOCA;SMPL 1999.1 2012.4;OLS;EST   69 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOCA=KOPX$/CAPMM;                                                      
 GENR LAAKOCA=LOG(AAKOCA+.00001);                                             
 GENR LAKOCA=LOG(AKOCA+.00001);                                               
 LHS AAKOCA=EXP(LAAKOCA)-.00001;                                              
  EQ   70 LAAKOCA C LAKOCA(-1) PKOCA;                                         
EQUATION 356  LAAKOCA  
   RHS     C  LAKOCA(-1)  PKOCA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  356 PLOT=0;END;                                                     

Equation number =  356
**********************

Dependent variable = LAAKOCA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.180488898

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.385334857       0.095148812  -4.04981     1.000000
11477 LAKOCA  ( -1)       0.854086730       0.032538480  26.24851    -5.203131
11475 PKOCA   (  0)      -0.232358288       0.069835213  -3.32724     1.511585

SE of equation            =     0.237265935
Sum of squared residuals  =  10.4145980      -0.361755070E-11
Average absolute error    =     0.165364276
Sum of ABS residuals      =  31.0884838    
R squared                 =   0.94943
Durbin-Watson statistic   =   2.43070
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!* +                                   !!           0  .  .           !
 1966.2!  +  *                                !!           .  .  .0          !
 1966.3!     *+                               !!           .0 .  .           !
 1966.4!  *   +                               !!       0   .  .  .           !
 1967.1!*   +                                 !!        0  .  .  .           !
 1967.2!* +                                   !!          0.  .  .           !
 1967.3!  +        *                          !!           .  .  .         0 !
 1967.4!        *   +                         !!         0 .  .  .           !
 1968.1!        *+                            !!           .0 .  .           !
 1968.2*         +                            !0           .  .  .           !
 1968.3! +  *                                 !!           .  .  .0          !
 1968.4!      +     *                         !!           .  .  .      0    !
 1969.1!            *+                        !!           . 0.  .           !
 1969.2!           * +                        !!           0  .  .           !
 1969.3!            +*                        !!           .  .  0           !
 1969.4!             *+                       !!           . 0.  .           !
 1970.1!            * +                       !!           .0 .  .           !
 1970.2!             +                        !!           .  0  .           !
 1970.3!            * +                       !!           0  .  .           !
 1970.4!           * +                        !!           0  .  .           !
 1971.1!            +*                        !!           .  . 0.           !
 1971.2!             +*                       !!           .  0  .           !
 1971.3!              +  *                    !!           .  .  .0          !
 1971.4!               * +                    !!           .0 .  .           !
 1972.1!            *   +                     !!        0  .  .  .           !
 1972.2!             +  *                     !!           .  .  .0          !
 1972.3!            *   +                     !!       0   .  .  .           !
 1972.4!             + *                      !!           .  .  0           !
 1973.1!                +     *               !!           .  .  .      0    !
 1973.2!                      +*              !!           .  . 0.           !
 1973.3!                       +              !!           .  0  .           !
 1973.4!                       +              !!           .  0  .           !
 1974.1!                      +*              !!           .  . 0.           !
 1974.2!                        + *           !!           .  .  .0          !
 1974.3!                       *  +           !!         0 .  .  .           !
 1974.4!                        +*            !!           .  . 0.           !
 1975.1!                       *  +           !!          0.  .  .           !
 1975.2!                        +  *          !!           .  .  .0          !
 1975.3!                           +          !!           .  0  .           !
 1975.4!                           +*         !!           .  . 0.           !
 1976.1!                            +         !!           . 0.  .           !
 1976.2!                            +*        !!           .  .  0           !
 1976.3!                             +        !!           .  0  .           !
 1976.4!                            +*        !!           .  0  .           !
 1977.1!                          * +         !!           0  .  .           !
 1977.2!                          +  *        !!           .  .  .0          !
 1977.3!                            *+        !!           . 0.  .           !
 1977.4!                            +         !!           .  0  .           !
 1978.1!                          *+          !!           . 0.  .           !
 1978.2!                          +  *        !!           .  .  .0          !
 1978.3!                           * +        !!           0  .  .           !
 1978.4!                          +*          !!           .  .0 .           !
 1979.1!                          *+          !!           . 0.  .           !
 1979.2!                          +  *        !!           .  .  . 0         !
 1979.3!                           * +        !!           0  .  .           !
 1979.4!                           +*         !!           .  . 0.           !
 1980.1!                         *  +         !!         0 .  .  .           !
 1980.2!                         +*           !!           .  . 0.           !
 1980.3!                           +          !!           .  0  .           !
 1980.4!                           +*         !!           .  . 0.           !
 1981.1!                           *+         !!           .0 .  .           !
 1981.2!                           + *        !!           .  .  .0          !
 1981.3!                            *+        !!           . 0.  .           !
 1981.4!                            +*        !!           .  .0 .           !
 1982.1!                             +        !!           .  0  .           !
 1982.2!                             +*       !!           .  . 0.           !
 1982.3!                            * +       !!           0  .  .           !
 1982.4!                            + *       !!           .  .  0           !
 1983.1!                              +*      !!           .  0  .           !
 1983.2!                               +  *   !!           .  .  . 0         !
 1983.3!                               * +    !!          0.  .  .           !
 1983.4!                               +      !!           .  .0 .           !
 1984.1!                               +*     !!           .  .0 .           !
 1984.2!                                + *   !!           .  .  0           !
 1984.3!                                 +    !!           . 0.  .           !
 1984.4!                                +*    !!           .  .0 .           !
 1985.1!                                +*    !!           .  .0 .           !
 1985.2!                                 + *  !!           .  .  .0          !
 1985.3!                                   +* !!           .  .0 .           !
 1985.4!                                   + *!!           .  .  0           !
 1986.1!                                    + !!           . 0.  .           !
 1986.2!                                   + *!!           .  . 0.           !
 1986.3!                                   *+ !!           . 0.  .           !
 1986.4!                                  +*  !!           .  .0 .           !
 1987.1!                                  *+  !!           . 0.  .           !
 1987.2!                                 + *  !!           .  .  0           !
 1987.3!                                  +*  !!           .  0  .           !
 1987.4!                                  +   !!           .  0  .           !
 1988.1!                                 +*   !!           .  .0 .           !
 1988.2!                                 +*   !!           .  . 0.           !
 1988.3!                                 +    !!           .  0  .           !
 1988.4!                                + *   !!           .  .  0           !
 1989.1!                                 +    !!           .  0  .           !
 1989.2!                                +*    !!           .  .0 .           !
 1989.3!                                + *   !!           .  .  0           !
 1989.4!                                 +    !!           .  0  .           !
 1990.1!                                +*    !!           .  .0 .           !
 1990.2!                                +*    !!           .  .0 .           !
 1990.3!                                +*    !!           .  . 0.           !
 1990.4!                                *+    !!           . 0.  .           !
 1991.1!                                +     !!           .  .0 .           !
 1991.2!                                +     !!           .  .0 .           !
 1991.3!                                +     !!           .  .0 .           !
 1991.4!                                +     !!           .  .0 .           !
 1992.1!                                +*    !!           .  .0 .           !
 1992.2!                                +     !!           . 0.  .           !
 1992.3!                               +*     !!           .  .0 .           !
 1992.4!                               +*     !!           .  .0 .           !
 1993.1!                               +      !!           . 0.  .           !
 1993.2!                              +       !!           .  0  .           !
 1993.3!                              +       !!           . 0.  .           !
 1993.4!                             +        !!           . 0.  .           !
 1994.1!                             +        !!           .  0  .           !
 1994.2!                             +        !!           .  0  .           !
 1994.3!                             +        !!           .  .0 .           !
 1994.4!                             +        !!           . 0.  .           !
 1995.1!                            *+        !!           .  0  .           !
 1995.2!                            +   *     !!           .  .  .  0        !
 1995.3!                              * +     !!           0  .  .           !
 1995.4!                              +       !!           .  .0 .           !
 1996.1!                             *+       !!           .0 .  .           !
 1996.2!                           * +        !!           0  .  .           !
 1996.3!                           +          !!           . 0.  .           !
 1996.4!                           +          !!           . 0.  .           !
 1997.1!                            +*        !!           .  . 0.           !
 1997.2!                             +        !!           . 0.  .           !
 1997.3!                             +        !!           .  0  .           !
 1997.4!                              + *     !!           .  . 0.           !
 1998.1!                                 + *  !!           .  .  0           !
 1998.2!                                *  +  !!          0.  .  .           !
 1998.3!                                 +    !!           .  0  .           !
 1998.4!                                * +   !!           .0 .  .           !
 1999.1!                             *   +    !!         0 .  .  .           !
 1999.2!                              +       !!           .  0  .           !
 1999.3!                              +       !!           . 0.  .           !
 1999.4!                              +       !!           . 0.  .           !
 2000.1!                              +       !!           .  0  .           !
 2000.2!                               + *    !!           .  .  .0          !
 2000.3!                                *+    !!           .0 .  .           !
 2000.4!                                +     !!           .  0  .           !
 2001.1!                                *+    !!           .0 .  .           !
 2001.2!                                +     !!           .  0  .           !
 2001.3!                                 +    !!           .  .0 .           !
 2001.4!                                * +   !!           .0 .  .           !
 2002.1!                                 +    !!           .  0  .           !
 2002.2!                                 +*   !!           .  .0 .           !
 2002.3!                                  +   !!           . 0.  .           !
 2002.4!                                  +   !!           .  0  .           !
 2003.1!                                 *+   !!           .0 .  .           !
 2003.2!                                  +   !!           .  .0 .           !
 2003.3!                                  +   !!           . 0.  .           !
 2003.4!                                  + * !!           .  .  0           !
 2004.1!                                  * + !!           .0 .  .           !
 2004.2!                                  + * !!           .  . 0.           !
 2004.3!                                  * + !!           0  .  .           !
 2004.4!                                  +*  !!           .  . 0.           !
 2005.1!                                  *+  !!           .0 .  .           !
 2005.2!                                  +   !!           .  0  .           !
 2005.3!                                 * +  !!           .0 .  .           !
 2005.4!                                  +*  !!           .  . 0.           !
 2006.1!                                 * +  !!           0  .  .           !
 2006.2!                                  + * !!           .  .  .0          !
 2006.3!                                 *  + !!         0 .  .  .           !
 2006.4!                                  +   !!           .  .0 .           !
 2007.1!                                 * +  !!           0  .  .           !
 2007.2!                                 +*   !!           .  .0 .           !
 2007.3!                                 * +  !!           .0 .  .           !
 2007.4!                                  +   !!           .  .0 .           !
 2008.1!                                  *+  !!           .0 .  .           !
 2008.2!                                  +*  !!           .  .0 .           !
 2008.3!                                   +  !!           .  0  .           !
 2008.4!                                   *+ !!           .  0  .           !
 2009.1!                                   *+ !!           .0 .  .           !
 2009.2!                                   +  *!           .  .  0           !
 2009.3!                                    * +!           0  .  .           !
 2009.4!                                    + !!           .  0  .           !
 2010.1!                                    + !!           .  0  .           !
 2010.2!                                    + !!           .  0  .           !
 2010.3!                                   *+ !!           . 0.  .           !
 2010.4!                                    + !!           .  0  .           !
 2011.1!                                    + !!           . 0.  .           !
 2011.2!                                    + *!           .  . 0.           !
 2011.3!                                    * +!           0  .  .           !
 2011.4!                                     +!!           .  0  .           !
 2012.1!                                    *+!!           . 0.  .           !
 2012.2!                                     +*!           .  . 0.           !
 2012.3!                                    * +!           .0 .  .           !
 2012.4!                                   * +!!           .0 .  .           !


     24.47 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBECA=BEPX$Q/CAPMM;                                                     
 GENR LAABECA=LOG(AABECA+.00001);                                             
 GENR LABECA=LOG(ABECA+.00001);                                               
 LHS AABECA=EXP(LAABECA)-.00001;                                              
  EQ   71 LAABECA C LABECA(-1) PBECA;                                         
EQUATION 357  LAABECA  
   RHS     C  LABECA(-1)  PBECA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  357 PLOT=0;END;                                                     

Equation number =  357
**********************

Dependent variable = LAABECA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.230066778

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.450924429       0.188220746  -2.39572     1.000000
11480 LABECA  ( -1)       0.888955793       0.033129168  26.83302    -5.228847
11478 PBECA   (  0)      -0.143844542       0.080037442  -1.79722     0.910206

SE of equation            =     0.137673505
Sum of squared residuals  =  3.50648891      -0.797850674E-11
Average absolute error    =     0.110879562
Sum of ABS residuals      =  20.8453577    
R squared                 =   0.79630
Durbin-Watson statistic   =   2.65878
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                         +   *        !!         .    .    0         !
 1966.2!                           *+         !!         .   0.    .         !
 1966.3!                          +     *     !!         .    .    .  0      !
 1966.4!                           *  +       !!         .0   .    .         !
 1967.1!                          +*          !!         .    . 0  .         !
 1967.2!                         *+           !!         .  0 .    .         !
 1967.3!                   *     +            !!       0 .    .    .         !
 1967.4!                   +  *               !!         .    .   0.         !
 1968.1!                      +*              !!         .    . 0  .         !
 1968.2!                 *     +              !!       0 .    .    .         !
 1968.3!                 +*                   !!         .    .0   .         !
 1968.4!                  +  *                !!         .    .  0 .         !
 1969.1!                    + *               !!         .    . 0  .         !
 1969.2!                     +  *             !!         .    .   0.         !
 1969.3!               *        +             !!  0      .    .    .         !
 1969.4!             * +                      !!         . 0  .    .         !
 1970.1!            *+                        !!         .  0 .    .         !
 1970.2!             +                        !!         .    .0   .         !
 1970.3!          *   +                       !!         .0   .    .         !
 1970.4!         * +                          !!         . 0  .    .         !
 1971.1!          +    *                      !!         .    .    0         !
 1971.2!             * +                      !!         .  0 .    .         !
 1971.3!              +                       !!         .    0    .         !
 1971.4!               + *                    !!         .    .  0 .         !
 1972.1!                 + *                  !!         .    .  0 .         !
 1972.2!                   + *                !!         .    . 0  .         !
 1972.3!                   * +                !!         .  0 .    .         !
 1972.4!                   +*                 !!         .    0    .         !
 1973.1!                   +*                 !!         .    .0   .         !
 1973.2!               *    +                 !!       0 .    .    .         !
 1973.3!               +    *                 !!         .    .    . 0       !
 1973.4!               *   +                  !!        0.    .    .         !
 1974.1!               +       *              !!         .    .    .    0    !
 1974.2!                     * +              !!         .  0 .    .         !
 1974.3!                    +      *          !!         .    .    .  0      !
 1974.4!                      *   +           !!         .0   .    .         !
 1975.1!                     + *              !!         .    .  0 .         !
 1975.2!                *      +              !!      0  .    .    .         !
 1975.3!          *     +                     !!     0   .    .    .         !
 1975.4!           + *                        !!         .    . 0  .         !
 1976.1!             +*                       !!         .    .0   .         !
 1976.2!               +                      !!         .    .0   .         !
 1976.3!           *    +                     !!        0.    .    .         !
 1976.4!       *    +                         !!        0.    .    .         !
 1977.1!        +  *                          !!         .    .   0.         !
 1977.2!        *   +                         !!         .0   .    .         !
 1977.3!         +    *                       !!         .    .    0         !
 1977.4!         *    +                       !!        0.    .    .         !
 1978.1!         +    *                       !!         .    .    .0        !
 1978.2!          *   +                       !!         0    .    .         !
 1978.3!           + *                        !!         .    .  0 .         !
 1978.4!          *  +                        !!         .0   .    .         !
 1979.1!           +*                         !!         .    . 0  .         !
 1979.2!           *+                         !!         .  0 .    .         !
 1979.3!            +   *                     !!         .    .    0         !
 1979.4!         *      +                     !!     0   .    .    .         !
 1980.1!          +                           !!         .    0    .         !
 1980.2!           +                          !!         .    0    .         !
 1980.3!          *+                          !!         .   0.    .         !
 1980.4!           +                          !!         .    0    .         !
 1981.1!            +     *                   !!         .    .    .  0      !
 1981.2!                   +                  !!         .    .0   .         !
 1981.3!                    +     *           !!         .    .    . 0       !
 1981.4!                      *  +            !!         .0   .    .         !
 1982.1!                      +    *          !!         .    .    . 0       !
 1982.2!                   *       +          !!   0     .    .    .         !
 1982.3!                    +*                !!         .    .0   .         !
 1982.4!                     +     *          !!         .    .    . 0       !
 1983.1!                     *     +          !!       0 .    .    .         !
 1983.2!                     *+               !!         .  0 .    .         !
 1983.3!                      +    *          !!         .    .    . 0       !
 1983.4!                           +*         !!         .    .0   .         !
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 1987.4!                   *   +              !!         0    .    .         !
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 1992.4!    *+                                !!         .   0.    .         !
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 1995.4! *   +                                !!        0.    .    .         !
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 1998.4!        *          +                  !0         .    .    .         !
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 2002.1!                      +        *      !!         .    .    .     0   !
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 2002.3!                              *     + !!      0  .    .    .         !
 2002.4!                             +     *  !!         .    .    .  0      !
 2003.1!                                  +  *!!         .    .   0.         !
 2003.2!                              *    +  !!         0    .    .         !
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 2003.4!                           *  +       !!         .0   .    .         !
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 2008.1!                        +*            !!         .    .0   .         !
 2008.2!                       +    *         !!         .    .    . 0       !
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 2008.4!                           + *        !!         .    . 0  .         !
 2009.1!                           +         *!!         .    .    .      0  !
 2009.2!                                  +   !!         .   0.    .         !
 2009.3!                               +  *   !!         .    .   0.         !
 2009.4!                            *  +      !!         .0   .    .         !
 2010.1!                          +  *        !!         .    .   0.         !
 2010.2!                           *+         !!         .   0.    .         !
 2010.3!                         +*           !!         .    .0   .         !
 2010.4!                *        +            !!    0    .    .    .         !
 2011.1!                +*                    !!         .    .0   .         !
 2011.2!                +   *                 !!         .    .    .0        !
 2011.3!               *   +                  !!        0.    .    .         !
 2011.4!              +    *                  !!         .    .    .0        !
 2012.1!                  +                   !!         .   0.    .         !
 2012.2!             *   +                    !!        0.    .    .         !
 2012.3!             +       *                !!         .    .    .    0    !
 2012.4!                   *+                 !!         .   0.    .         !


     34.57 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDECA=DEPX$Q/CAPMM;                                                     
 GENR LAADECA=LOG(AADECA+.00001);                                             
 GENR LADECA=LOG(ADECA+.00001);                                               
 LHS AADECA=EXP(LAADECA)-.00001;                                              
  EQ   72 LAADECA C LADECA(-1) PDECA;                                         
EQUATION 358  LAADECA  
   RHS     C  LADECA(-1)  PDECA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  358 PLOT=0;END;                                                     

Equation number =  358
**********************

Dependent variable = LAADECA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.086914186

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.491023600       0.318365752  -4.68337     1.000000
11483 LADECA  ( -1)       0.745211333       0.049064640  15.18836    -6.086165
11481 PDECA   (  0)      -0.063878823       0.130135480  -0.49086     0.945720

SE of equation            =     0.191933860
Sum of squared residuals  =  6.81514221      -0.151930024E-09
Average absolute error    =     0.131872141
Sum of ABS residuals      =  24.7919626    
R squared                 =   0.55635
Durbin-Watson statistic   =   2.51328
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                + *                   !!           .  . 0.           !
 1966.2!                 +*                   !!           .  0  .           !
 1966.3!                 +      *             !!           .  .  .0          !
 1966.4!                *     +               !!           0  .  .           !
 1967.1!                + *                   !!           .  .0 .           !
 1967.2!                 +  *                 !!           .  . 0.           !
 1967.3!                   + *                !!           .  .0 .           !
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 1968.1!                  *+                  !!           . 0.  .           !
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 1968.4!                  +*                  !!           .  0  .           !
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 1969.3!                  +                   !!           .  0  .           !
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 2004.3!              *   +                   !!           0  .  .           !
 2004.4!          *    +                      !!           0  .  .           !
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 2005.3!              +        *              !!           .  .  . 0         !
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 2006.1!           *       +                  !!         0 .  .  .           !
 2006.2!             +                      * !!           .  .  .           0
 2006.3!                  *            +      !!     0     .  .  .           !
 2006.4!           *     +                    !!          0.  .  .           !
 2007.1!            +       *                 !!           .  .  . 0         !
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 2007.3!                   +  *               !!           .  . 0.           !
 2007.4!                  * +                 !!           .0 .  .           !
 2008.1!                 +*                   !!           .  0  .           !
 2008.2!                 +            *       !!           .  .  .    0      !
 2008.3!                         *+           !!           .  0  .           !
 2008.4!                   *   +              !!           0  .  .           !
 2009.1!                  + *                 !!           .  . 0.           !
 2009.2!                 * +                  !!           . 0.  .           !
 2009.3!               * +                    !!           . 0.  .           !
 2009.4!               +                      *!           .  .  .          0!
 2010.1!                           *    +     !!           0  .  .           !
 2010.2!                        +        *    !!           .  .  . 0         !
 2010.3!                     *       +        !!         0 .  .  .           !
 2010.4!            *       +                 !!         0 .  .  .           !
 2011.1!             +             *          !!           .  .  .     0     !
 2011.2!              *         +             !!       0   .  .  .           !
 2011.3!       *      +                       !!         0 .  .  .           !
 2011.4!         +   *                        !!           .  . 0.           !
 2012.1!              +*                      !!           .  .0 .           !
 2012.2!              *+                      !!           . 0.  .           !
 2012.3!          *    +                      !!           0  .  .           !
 2012.4!            +                         !!           .  0  .           !


     22.34 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOCA=NOPX$Q/CAPMM;                                                     
 GENR LAANOCA=LOG(AANOCA+.00001);                                             
 GENR LANOCA=LOG(ANOCA+.00001);                                               
 LHS AANOCA=EXP(LAANOCA)-.00001;                                              
  EQ   73 LAANOCA C LANOCA(-1) PNOCA;                                         
EQUATION 359  LAANOCA  
   RHS     C  LANOCA(-1)  PNOCA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  359 PLOT=0;END;                                                     

Equation number =  359
**********************

Dependent variable = LAANOCA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.318958851

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.279146753       0.183727087  -1.51936     1.000000
11486 LANOCA  ( -1)       0.902488355       0.031164050  28.95928    -5.314581
11484 PNOCA   (  0)      -0.304450800       0.129954400  -2.34275     0.799685

SE of equation            =     0.414136403
Sum of squared residuals  =  31.7291577      -0.424105195E-12
Average absolute error    =     0.296803223
Sum of ABS residuals      =  55.7990060    
R squared                 =   0.82744
Durbin-Watson statistic   =   3.08662
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!         +                            !!           .  .0 .           !
 1966.2!          +  *                        !!           .  .0 .           !
 1966.3!         *   +                        !!           0  .  .           !
 1966.4!          +*                          !!           .  .0 .           !
 1967.1!            +*                        !!           .  .0 .           !
 1967.2!          *   +                       !!           0  .  .           !
 1967.3!       *   +                          !!           .0 .  .           !
 1967.4!         +                            !!           .  0  .           !
 1968.1!         * +                          !!           . 0.  .           !
 1968.2!         *+                           !!           . 0.  .           !
 1968.3!          +*                          !!           .  0  .           !
 1968.4!        *   +                         !!           0  .  .           !
 1969.1!        *+                            !!           . 0.  .           !
 1969.2!    *    +                            !!           0  .  .           !
 1969.3!      +  *                            !!           .  . 0.           !
 1969.4!          *+                          !!           . 0.  .           !
 1970.1!       *   +                          !!           .0 .  .           !
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 1970.3!          *+                          !!           . 0.  .           !
 1970.4!       *   +                          !!           0  .  .           !
 1971.1!        +     *                       !!           .  .  .0          !
 1971.2!          *    +                      !!           0  .  .           !
 1971.3!         * +                          !!           . 0.  .           !
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 1972.2!          + *                         !!           .  .0 .           !
 1972.3!             +     *                  !!           .  .  .0          !
 1972.4!              *    +                  !!           0  .  .           !
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 1977.1!          *  +                        !!           .0 .  .           !
 1977.2!           +   *                      !!           .  .  0           !
 1977.3!            *   +                     !!           .0 .  .           !
 1977.4!           * +                        !!           . 0.  .           !
 1978.1!     *      +                         !!          0.  .  .           !
 1978.2!       +  *                           !!           .  . 0.           !
 1978.3!        *  +                          !!           .0 .  .           !
 1978.4!          +*                          !!           .  .0 .           !
 1979.1!           *+                         !!           .  0  .           !
 1979.2!            + *                       !!           .  .0 .           !
 1979.3!           *  +                       !!           .0 .  .           !
 1979.4!            +  *                      !!           .  . 0.           !
 1980.1!        *      +                      !!         0 .  .  .           !
 1980.2!        +   *                         !!           .  . 0.           !
 1980.3!          * +                         !!           .0 .  .           !
 1980.4!          +                           !!           .  0  .           !
 1981.1!          +*                          !!           .  0  .           !
 1981.2!       *   +                          !!           0  .  .           !
 1981.3!       *+                             !!           . 0.  .           !
 1981.4!        +                             !!           .  0  .           !
 1982.1!         +*                           !!           .  .0 .           !
 1982.2!           +    *                     !!           .  .  0           !
 1982.3!      *         +                     !!        0  .  .  .           !
 1982.4!       +  *                           !!           .  .0 .           !
 1983.1!           +         *                !!           .  .  .   0       !
 1983.2!            *        +                !!        0  .  .  .           !
 1983.3!             +                 *      !!           .  .  .        0  !
 1983.4!       *                      +       !0           .  .  .           !
 1984.1!        +         *                   !!           .  .  .  0        !
 1984.2!            *      +                  !!          0.  .  .           !
 1984.3!         *   +                        !!           .0 .  .           !
 1984.4!          *+                          !!           .  0  .           !
 1985.1!         *  +                         !!           .0 .  .           !
 1985.2!         *+                           !!           .  0  .           !
 1985.3!        * +                           !!           .0 .  .           !
 1985.4!         +                            !!           .  0  .           !
 1986.1!      *   +                           !!           0  .  .           !
 1986.2!        +   *                         !!           .  .  0           !
 1986.3!             +*                       !!           .  0  .           !
 1986.4!               +  *                   !!           .  . 0.           !
 1987.1!                 * +                  !!           . 0.  .           !
 1987.2!                * +                   !!           . 0.  .           !
 1987.3!                *+                    !!           . 0.  .           !
 1987.4!                 +*                   !!           .  .0 .           !
 1988.1!                 *+                   !!           . 0.  .           !
 1988.2!                  +                   !!           .  0  .           !
 1988.3!                   +     *            !!           .  .  .0          !
 1988.4!                      *  +            !!           .0 .  .           !
 1989.1!                      +  *            !!           .  . 0.           !
 1989.2!                      *  +            !!           .0 .  .           !
 1989.3!                       +       *      !!           .  .  . 0         !
 1989.4!                           *  +       !!           .0 .  .           !
 1990.1!                         * +          !!           . 0.  .           !
 1990.2!                         + *          !!           .  .0 .           !
 1990.3!                           +*         !!           .  .0 .           !
 1990.4!                           +   *      !!           .  . 0.           !
 1991.1!                           *  +       !!           .0 .  .           !
 1991.2!                           +    *     !!           .  .  0           !
 1991.3!                              *+      !!           . 0.  .           !
 1991.4!                           * +        !!           . 0.  .           !
 1992.1!                           + *        !!           .  .0 .           !
 1992.2!                            + *       !!           .  .0 .           !
 1992.3!                              +*      !!           .  .0 .           !
 1992.4!                          *   +       !!           0  .  .           !
 1993.1!                          + *         !!           .  .0 .           !
 1993.2!                            +*        !!           .  .0 .           !
 1993.3!                        *    +        !!           0  .  .           !
 1993.4!                        + *           !!           .  .0 .           !
 1994.1!                           + *        !!           .  . 0.           !
 1994.2!                             + *      !!           .  .0 .           !
 1994.3!                               +  *   !!           .  . 0.           !
 1994.4!                                 +    !!           .  0  .           !
 1995.1!                                +*    !!           .  .0 .           !
 1995.2!                                *+    !!           .  0  .           !
 1995.3!                                + *   !!           .  .0 .           !
 1995.4!                                 +    !!           .  0  .           !
 1996.1!                                 +*   !!           .  .0 .           !
 1996.2!                                  +*  !!           .  .0 .           !
 1996.3!                                  +*  !!           .  0  .           !
 1996.4!                                  +*  !!           .  0  .           !
 1997.1!                                  +*  !!           .  .0 .           !
 1997.2!                                  +*  !!           .  0  .           !
 1997.3!                                  +   *!           .  .  0           !
 1997.4!                                *    +!!           0  .  .           !
 1998.1!                                +*    !!           .  .0 .           !
 1998.2!                               * +    !!           . 0.  .           !
 1998.3!                               +*     !!           .  .0 .           !
 1998.4!                             *  +     !!           .0 .  .           !
 1999.1!                             + *      !!           .  . 0.           !
 1999.2!                               + *    !!           .  .0 .           !
 1999.3!                                 + *  !!           .  .0 .           !
 1999.4!                                  +*  !!           .  .0 .           !
 2000.1!                                  + * !!           .  . 0.           !
 2000.2!                                   +* !!           .  0  .           !
 2000.3!                                   +* !!           .  .0 .           !
 2000.4!                                 * +  !!           . 0.  .           !
 2001.1!                                + *   !!           .  .0 .           !
 2001.2!                                 +*   !!           .  0  .           !
 2001.3!                                 +*   !!           .  .0 .           !
 2001.4!                               * +    !!           . 0.  .           !
 2002.1!                              + *     !!           .  .0 .           !
 2002.2!                               +*     !!           .  0  .           !
 2002.3!                               + *    !!           .  . 0.           !
 2002.4!                               * +    !!           . 0.  .           !
 2003.1!                              + *     !!           .  .0 .           !
 2003.2!                               + *    !!           .  .0 .           !
 2003.3!                                +     !!           .  0  .           !
 2003.4!                              *+      !!           . 0.  .           !
 2004.1!                             +  *     !!           .  . 0.           !
 2004.2!                              +  *    !!           .  .0 .           !
 2004.3!                               +*     !!           .  .0 .           !
 2004.4!                               +*     !!           .  .0 .           !
 2005.1!                              +  *    !!           .  . 0.           !
 2005.2!                               +*     !!           .  0  .           !
 2005.3!                              +       !!           .  0  .           !
 2005.4!                            +         !!           .  0  .           !
 2006.1!                          + *         !!           .  . 0.           !
 2006.2!                          +  *        !!           .  . 0.           !
 2006.3!                           +          !!           .  0  .           !
 2006.4!                         + *          !!           .  .0 .           !
 2007.1!                         +   *        !!           .  .  0           !
 2007.2!                        *  +          !!           .0 .  .           !
 2007.3!                       +    *         !!           .  .  .0          !
 2007.4!                          +           !!           .  0  .           !
 2008.1!                        +*            !!           .  .0 .           !
 2008.2!                      +   *           !!           .  . 0.           !
 2008.3!                      *+              !!           .  0  .           !
 2008.4!                     +    *           !!           .  .  0           !
 2009.1!                      * +             !!           . 0.  .           !
 2009.2!                     +     *          !!           .  .  .0          !
 2009.3!                          +*          !!           .  .0 .           !
 2009.4!                         +*           !!           .  0  .           !
 2010.1!                        +             !!           .  0  .           !
 2010.2!                  *   +               !!           0  .  .           !
 2010.3!                 +     *              !!           .  .  .0          !
 2010.4!                    *+                !!           . 0.  .           !
 2011.1!                  +    *              !!           .  .  0           !
 2011.2!                    + *               !!           .  .0 .           !
 2011.3!                    +*                !!           .  .0 .           !
 2011.4!            *       +                 !!         0 .  .  .           !
 2012.1!           +  *                       !!           .  . 0.           !
 2012.2!      *      +                        !!         0 .  .  .           !
 2012.3!   *  +                               !!           .0 .  .           !
 2012.4*   +                                  !!           .0 .  .           !


     22.34 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWCA=SWPX$Q/CAPMM;                                                     
 GENR LAASWCA=LOG(AASWCA+.00001);                                             
 GENR LASWCA=LOG(ASWCA+.00001);                                               
 LHS AASWCA=EXP(LAASWCA)-.00001;                                              
  EQ   74 LAASWCA C LASWCA(-1) PSWCA;                                         
EQUATION 360  LAASWCA  
   RHS     C  LASWCA(-1)  PSWCA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  360 PLOT=0;END;                                                     

Equation number =  360
**********************

Dependent variable = LAASWCA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.177691612

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.701430640       0.228363472  -3.07155     1.000000
11489 LASWCA  ( -1)       0.854346758       0.040023855  21.34594    -5.174291
11487 PSWCA   (  0)      -0.052502233       0.087291314  -0.60146     1.059423

SE of equation            =     0.156544899
Sum of squared residuals  =  4.53366650       0.495825603E-10
Average absolute error    =     0.122878147
Sum of ABS residuals      =  23.1010915    
R squared                 =   0.71127
Durbin-Watson statistic   =   2.74390
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                     +       *        !!         .    .    .    0    !
 1966.2!                      *     +         !!       0 .    .    .         !
 1966.3!                     +*               !!         .    .0   .         !
 1966.4!                      +    *          !!         .    .    .0        !
 1967.1!                 *        +           !!    0    .    .    .         !
 1967.2!                  +      *            !!         .    .    .   0     !
 1967.3!                  *     +             !!       0 .    .    .         !
 1967.4!                  +      *            !!         .    .    .  0      !
 1968.1!                     *  +             !!         . 0  .    .         !
 1968.2!               *     +                !!       0 .    .    .         !
 1968.3!                +         *           !!         .    .    .     0   !
 1968.4!                      *  +            !!         . 0  .    .         !
 1969.1!                      + *             !!         .    .  0 .         !
 1969.2!                        + *           !!         .    . 0  .         !
 1969.3!                  *      +            !!      0  .    .    .         !
 1969.4!                 *+                   !!         .  0 .    .         !
 1970.1!                 +      *             !!         .    .    .  0      !
 1970.2!                       +*             !!         .    0    .         !
 1970.3!                       +       *      !!         .    .    .   0     !
 1970.4!                        *    +        !!        0.    .    .         !
 1971.1!                       +  *           !!         .    .   0.         !
 1971.2!                         +    *       !!         .    .    0         !
 1971.3!                      *     +         !!       0 .    .    .         !
 1971.4!                      +     *         !!         .    .    . 0       !
 1972.1!                       *   +          !!         .0   .    .         !
 1972.2!                      +       *       !!         .    .    .   0     !
 1972.3!                  *          +        !! 0       .    .    .         !
 1972.4!                  +            *      !!         .    .    .         0
 1973.1!                             + *      !!         .    . 0  .         !
 1973.2!                         *   +        !!         .0   .    .         !
 1973.3!               *        +             !!    0    .    .    .         !
 1973.4!                +         *           !!         .    .    .      0  !
 1974.1!                        *+            !!         .  0 .    .         !
 1974.2!                      *+              !!         .   0.    .         !
 1974.3!                     +       *        !!         .    .    .   0     !
 1974.4!                           +   *      !!         .    .   0.         !
 1975.1!                             +*       !!         .    .0   .         !
 1975.2!                            +    *    !!         .    .    0         !
 1975.3!                               +  *   !!         .    .   0.         !
 1975.4!                                + *   !!         .    . 0  .         !
 1976.1!                             *  +     !!         . 0  .    .         !
 1976.2!                       *    +         !!         0    .    .         !
 1976.3!                       +  *           !!         .    .  0 .         !
 1976.4!                   *     +            !!        0.    .    .         !
 1977.1!                   +*                 !!         .    .0   .         !
 1977.2!                    +  *              !!         .    .   0.         !
 1977.3!               *      +               !!      0  .    .    .         !
 1977.4!                +        *            !!         .    .    .    0    !
 1978.1!                        +   *         !!         .    .   0.         !
 1978.2!                          +           !!         .   0.    .         !
 1978.3!                   *     +            !!       0 .    .    .         !
 1978.4!                   +    *             !!         .    .    .0        !
 1979.1!                       +   *          !!         .    .    0         !
 1979.2!                         *+           !!         .   0.    .         !
 1979.3!                    *   +             !!         .0   .    .         !
 1979.4!                    +            *    !!         .    .    .         0
 1980.1!                           *   +      !!         0    .    .         !
 1980.2!                       *  +           !!         . 0  .    .         !
 1980.3!                     * +              !!         .  0 .    .         !
 1980.4!                     +    *           !!         .    .    .0        !
 1981.1!                        *+            !!         .   0.    .         !
 1981.2!                        +*            !!         .    . 0  .         !
 1981.3!                      *  +            !!         .0   .    .         !
 1981.4!                      +    *          !!         .    .    . 0       !
 1982.1!                           +          !!         .    .0   .         !
 1982.2!                          + *         !!         .    . 0  .         !
 1982.3!                           + *        !!         .    . 0  .         !
 1982.4!                            + *       !!         .    . 0  .         !
 1983.1!                             + *      !!         .    .  0 .         !
 1983.2!                              +*      !!         .    . 0  .         !
 1983.3!                             *+       !!         .   0.    .         !
 1983.4!                           * +        !!         .  0 .    .         !
 1984.1!                           +  *       !!         .    .   0.         !
 1984.2!                             +*       !!         .    . 0  .         !
 1984.3!                             +*       !!         .    .0   .         !
 1984.4!                             +   *    !!         .    .    0         !
 1985.1!                                + *   !!         .    .  0 .         !
 1985.2!                                 +  * !!         .    .   0.         !
 1985.3!                                 *+   !!         .   0.    .         !
 1985.4!                               +      *!         .    .    .  0      !
 1986.1!                                  * + !!         .   0.    .         !
 1986.2!                                 +    *!         .    .    .0        !
 1986.3!                                *  +  !!         .0   .    .         !
 1986.4!                              +    *  !!         .    .    0         !
 1987.1!                                 +*   !!         .    .0   .         !
 1987.2!                                + *   !!         .    .  0 .         !
 1987.3!                                +*    !!         .    0    .         !
 1987.4!                               +*     !!         .    .0   .         !
 1988.1!                              + *     !!         .    . 0  .         !
 1988.2!                              +*      !!         .    .0   .         !
 1988.3!                            * +       !!         .  0 .    .         !
 1988.4!                           +      *   !!         .    .    .  0      !
 1989.1!                               *+     !!         .   0.    .         !
 1989.2!                            * +       !!         .  0 .    .         !
 1989.3!                          *+          !!         .   0.    .         !
 1989.4!                         +      *     !!         .    .    .  0      !
 1990.1!                          *   +       !!         .0   .    .         !
 1990.2!                         + *          !!         .    . 0  .         !
 1990.3!                   *      +           !!      0  .    .    .         !
 1990.4!                   +       *          !!         .    .    .   0     !
 1991.1!                         *+           !!         .  0 .    .         !
 1991.2!                       *+             !!         .  0 .    .         !
 1991.3!                 *    +               !!        0.    .    .         !
 1991.4!              *  +                    !!         .0   .    .         !
 1992.1!               +    *                 !!         .    .    . 0       !
 1992.2!             *      +                 !!     0   .    .    .         !
 1992.3!             + *                      !!         .    . 0  .         !
 1992.4!              * +                     !!         .  0 .    .         !
 1993.1!               +                      !!         .    0    .         !
 1993.2!                +*                    !!         .    .0   .         !
 1993.3!                 +                    !!         .   0.    .         !
 1993.4!                 + *                  !!         .    . 0  .         !
 1994.1!              *    +                  !!        0.    .    .         !
 1994.2!               +*                     !!         .    .0   .         !
 1994.3!            *    +                    !!         0    .    .         !
 1994.4!              +      *                !!         .    .    .   0     !
 1995.1!                   * +                !!         .  0 .    .         !
 1995.2!                   +*                 !!         .    .0   .         !
 1995.3!                *   +                 !!         0    .    .         !
 1995.4!                *+                    !!         .   0.    .         !
 1996.1!                +*                    !!         .    .0   .         !
 1996.2!                * +                   !!         .  0 .    .         !
 1996.3!            *   +                     !!         0    .    .         !
 1996.4!             +*                       !!         .    0    .         !
 1997.1!           *   +                      !!         .0   .    .         !
 1997.2!             +     *                  !!         .    .    . 0       !
 1997.3!             *     +                  !!       0 .    .    .         !
 1997.4!           *  +                       !!         . 0  .    .         !
 1998.1!            +  *                      !!         .    .  0 .         !
 1998.2!                +                     !!         .    0    .         !
 1998.3!            *   +                     !!         0    .    .         !
 1998.4!              +*                      !!         .    .0   .         !
 1999.1!            *   +                     !!         .0   .    .         !
 1999.2!             *+                       !!         .   0.    .         !
 1999.3!         *    +                       !!        0.    .    .         !
 1999.4!           +  *                       !!         .    .   0.         !
 2000.1!               +     *                !!         .    .    .0        !
 2000.2!                *    +                !!         0    .    .         !
 2000.3!               * +                    !!         .  0 .    .         !
 2000.4!                +  *                  !!         .    .  0 .         !
 2001.1!                   +*                 !!         .    .0   .         !
 2001.2!            *        +                !!    0    .    .    .         !
 2001.3!             *+                       !!         .   0.    .         !
 2001.4!               + *                    !!         .    .  0 .         !
 2002.1!                  +*                  !!         .    .0   .         !
 2002.2!                    +                 !!         .    0    .         !
 2002.3!                 *  +                 !!         . 0  .    .         !
 2002.4!                  + *                 !!         .    . 0  .         !
 2003.1!                 *  +                 !!         . 0  .    .         !
 2003.2!                  +    *              !!         .    .    0         !
 2003.3!                      +               !!         .   0.    .         !
 2003.4!                     *+               !!         .    0    .         !
 2004.1!                   * +                !!         . 0  .    .         !
 2004.2!                   +*                 !!         .    .0   .         !
 2004.3!                  * +                 !!         . 0  .    .         !
 2004.4!                  + *                 !!         .    . 0  .         !
 2005.1!                *   +                 !!         0    .    .         !
 2005.2!                +*                    !!         .    .0   .         !
 2005.3!              *   +                   !!         .0   .    .         !
 2005.4!               +  *                   !!         .    .  0 .         !
 2006.1!                  +                   !!         .    0    .         !
 2006.2!              *    +                  !!         0    .    .         !
 2006.3!              *+                      !!         .  0 .    .         !
 2006.4!               +                      !!         .    0    .         !
 2007.1!             *  +                     !!         .0   .    .         !
 2007.2!              +                       !!         .    .0   .         !
 2007.3!      *        +                      !!    0    .    .    .         !
 2007.4!        +       *                     !!         .    .    .   0     !
 2008.1!              *  +                    !!         .  0 .    .         !
 2008.2!              *+                      !!         .   0.    .         !
 2008.3!            *  +                      !!         .0   .    .         !
 2008.4!         *   +                        !!         0    .    .         !
 2009.1!           +*                         !!         .    .0   .         !
 2009.2!         *   +                        !!         0    .    .         !
 2009.3!      *    +                          !!         0    .    .         !
 2009.4!        + *                           !!         .    . 0  .         !
 2010.1!       *   +                          !!         .0   .    .         !
 2010.2!         +*                           !!         .    0    .         !
 2010.3!     *     +                          !!       0 .    .    .         !
 2010.4!       +  *                           !!         .    .   0.         !
 2011.1!       *    +                         !!         0    .    .         !
 2011.2!    *    +                            !!        0.    .    .         !
 2011.3! *     +                              !!        0.    .    .         !
 2011.4!   *+                                 !!         .   0.    .         !
 2012.1!     *+                               !!         .   0.    .         !
 2012.2!     * +                              !!         . 0  .    .         !
 2012.3*        +                             !!    0    .    .    .         !
 2012.4!  +*                                  !!         .    .0   .         !


     30.85 percent of the residuals exceed 1 SE
      2.66 percent of the residuals exceed 2 SE
@EQ    75 LAAGRCA C LAGRCA(-1) PGRCA;SMPL 1966.1 2012.4;OLS;EST   75 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRCA=IRPX$Q/CAPMM;                                                     
 GENR LAAIRCA=LOG(AAIRCA+.00001);                                             
 GENR LAIRCA=LOG(AIRCA+.00001);                                               
 LHS AAIRCA=EXP(LAAIRCA)-.00001;                                              
  EQ   76 LAAIRCA C LAIRCA(-1) PIRCA;                                         
EQUATION 361  LAAIRCA  
   RHS     C  LAIRCA(-1)  PIRCA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  361 PLOT=0;END;                                                     

Equation number =  361
**********************

Dependent variable = LAAIRCA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.450258932

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.135595293       0.242609580  -4.68075     1.000000
11492 LAIRCA  ( -1)       0.701430194       0.049487019  14.17402    -6.457174
11490 PIRCA   (  0)      -0.721883029       0.160014085  -4.51137     1.087998

SE of equation            =     0.207402865
Sum of squared residuals  =  7.95795047       0.351541019E-11
Average absolute error    =     0.158188789
Sum of ABS residuals      =  29.7394924    
R squared                 =   0.74705
Durbin-Watson statistic   =   2.27667
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1! *          +                         !!   0      .   .   .          !
 1966.2!*   +                                 !!          0   .   .          !
 1966.3!    +  *                              !!          .   .  0.          !
 1966.4!      *  +                            !!          0   .   .          !
 1967.1!        +    *                        !!          .   .   .0         !
 1967.2*             +                        !0          .   .   .          !
 1967.3!    +     *                           !!          .   .   . 0        !
 1967.4!           *+                         !!          . 0 .   .          !
 1968.1!        *    +                        !!        0 .   .   .          !
 1968.2!           +  *                       !!          .   .  0.          !
 1968.3!          *    +                      !!        0 .   .   .          !
 1968.4!        *   +                         !!          0   .   .          !
 1969.1!        *   +                         !!          .0  .   .          !
 1969.2!           + *                        !!          .   . 0 .          !
 1969.3!       *       +                      !!       0  .   .   .          !
 1969.4!         * +                          !!          . 0 .   .          !
 1970.1!           +    *                     !!          .   .   .0         !
 1970.2!                 +*                   !!          .   .0  .          !
 1970.3!       *          +                   !!  0       .   .   .          !
 1970.4!           +  *                       !!          .   .   0          !
 1971.1!               + *                    !!          .   . 0 .          !
 1971.2!             *   +                    !!         0.   .   .          !
 1971.3!            * +                       !!          . 0 .   .          !
 1971.4!              + *                     !!          .   . 0 .          !
 1972.1!              *+                      !!          .  0.   .          !
 1972.2!          *   +                       !!          0   .   .          !
 1972.3!           +                          !!          .   0   .          !
 1972.4!            +    *                    !!          .   .   .0         !
 1973.1!               +                      !!          .   0   .          !
 1973.2!          * +                         !!          . 0 .   .          !
 1973.3!         +   *                        !!          .   .  0.          !
 1973.4!            +   *                     !!          .   .   0          !
 1974.1!               +  *                   !!          .   .  0.          !
 1974.2!               *  +                   !!          . 0 .   .          !
 1974.3!                +                     !!          .   0   .          !
 1974.4!                +  *                  !!          .   .  0.          !
 1975.1!                  + *                 !!          .   . 0 .          !
 1975.2!          *       +                   !!     0    .   .   .          !
 1975.3!            +  *                      !!          .   .  0.          !
 1975.4!                +*                    !!          .   0   .          !
 1976.1!            *    +                    !!        0 .   .   .          !
 1976.2!              +*                      !!          .   .0  .          !
 1976.3!               *+                     !!          .  0.   .          !
 1976.4!                *+                    !!          .  0.   .          !
 1977.1!             *   +                    !!          0   .   .          !
 1977.2!              +  *                    !!          .   .  0.          !
 1977.3!               *+                     !!          .  0.   .          !
 1977.4!               +  *                   !!          .   .  0.          !
 1978.1!                 +                    !!          .   .0  .          !
 1978.2!                 +*                   !!          .   .0  .          !
 1978.3!                 +*                   !!          .   .0  .          !
 1978.4!                 +  *                 !!          .   .   0          !
 1979.1!                  +                   !!          .   0   .          !
 1979.2!                 +  *                 !!          .   .  0.          !
 1979.3!                 *+                   !!          .  0.   .          !
 1979.4!                 + *                  !!          .   .  0.          !
 1980.1!                  +     *             !!          .   .   . 0        !
 1980.2!                     +   *            !!          .   .   .0         !
 1980.3!                     +*               !!          .   0   .          !
 1980.4!                     +      *         !!          .   .   .   0      !
 1981.1!                     *    +           !!         0.   .   .          !
 1981.2!                      +   *           !!          .   .   0          !
 1981.3!                         +     *      !!          .   .   .0         !
 1981.4!                            +        *!!          .   .   .    0     !
 1982.1!                           *     +    !!        0 .   .   .          !
 1982.2!                          + *         !!          .   .  0.          !
 1982.3!                           + *        !!          .   . 0 .          !
 1982.4!                      *     +         !!        0 .   .   .          !
 1983.1!                       +  *           !!          .   . 0 .          !
 1983.2!                       *  +           !!          .0  .   .          !
 1983.3!                         +*           !!          .   .0  .          !
 1983.4!                           + *        !!          .   . 0 .          !
 1984.1!                             +   *    !!          .   .   0          !
 1984.2!                                +*    !!          .   . 0 .          !
 1984.3!                                 +    !!          .   0   .          !
 1984.4!                               *+     !!          .  0.   .          !
 1985.1!                                +     *!          .   .   . 0        !
 1985.2!                                  * + !!          . 0 .   .          !
 1985.3!                              * +     !!          . 0 .   .          !
 1985.4!                            + *       !!          .   .0  .          !
 1986.1!                          * +         !!          . 0 .   .          !
 1986.2!                         +   *        !!          .   .   0          !
 1986.3!                           + *        !!          .   . 0 .          !
 1986.4!                           + *        !!          .   . 0 .          !
 1987.1!                        *  +          !!          .0  .   .          !
 1987.2!                        +*            !!          .   . 0 .          !
 1987.3!                         +*           !!          .   .0  .          !
 1987.4!                     *   +            !!          0   .   .          !
 1988.1!                     + *              !!          .   . 0 .          !
 1988.2!                       +              !!          .   0   .          !
 1988.3!                       + *            !!          .   .0  .          !
 1988.4!                       +*             !!          .   0   .          !
 1989.1!               *       +              !!      0   .   .   .          !
 1989.2!                *+                    !!          . 0 .   .          !
 1989.3!                *+                    !!          .  0.   .          !
 1989.4!                 +  *                 !!          .   . 0 .          !
 1990.1!                   *+                 !!          .  0.   .          !
 1990.2!                   +                  !!          .   0   .          !
 1990.3!                   + *                !!          .   . 0 .          !
 1990.4!                    +                 !!          .   0   .          !
 1991.1!                    +     *           !!          .   .   . 0        !
 1991.2!                    *    +            !!         0.   .   .          !
 1991.3!                     + *              !!          .   . 0 .          !
 1991.4!                       +     *        !!          .   .   . 0        !
 1992.1!                          +    *      !!          .   .   .0         !
 1992.2!                          * +         !!          . 0 .   .          !
 1992.3!                       + *            !!          .   . 0 .          !
 1992.4!                        +  *          !!          .   .  0.          !
 1993.1!                          + *         !!          .   . 0 .          !
 1993.2!                           +*         !!          .   . 0 .          !
 1993.3!                           *+         !!          .  0.   .          !
 1993.4!                          +    *      !!          .   .   0          !
 1994.1!                             +        !!          .   0   .          !
 1994.2!                            + *       !!          .   . 0 .          !
 1994.3!                       *   +          !!         0.   .   .          !
 1994.4!                       +              !!          .   0   .          !
 1995.1!                       +              !!          .   0   .          !
 1995.2!                      +  *            !!          .   .  0.          !
 1995.3!                        + *           !!          .   . 0 .          !
 1995.4!                         + *          !!          .   . 0 .          !
 1996.1!                         +            !!          .  0.   .          !
 1996.2!                        +      *      !!          .   .   .  0       !
 1996.3!                            *+        !!          .  0.   .          !
 1996.4!                          +*          !!          .   .0  .          !
 1997.1!                      *   +           !!          .0  .   .          !
 1997.2!                       +*             !!          .   . 0 .          !
 1997.3!                        +*            !!          .   .0  .          !
 1997.4!                      *  +            !!          . 0 .   .          !
 1998.1!                       +              !!          .   0   .          !
 1998.2!                       +*             !!          .   0   .          !
 1998.3!                       +   *          !!          .   .   0          !
 1998.4!                         + *          !!          .   . 0 .          !
 1999.1!                         *+           !!          .  0.   .          !
 1999.2!                      *  +            !!          0   .   .          !
 1999.3!                       +              !!          .   0   .          !
 1999.4!                       *+             !!          .  0.   .          !
 2000.1!                      *  +            !!          . 0 .   .          !
 2000.2!                      * +             !!          . 0 .   .          !
 2000.3!                  *      +            !!       0  .   .   .          !
 2000.4!                      +       *       !!          .   .   .   0      !
 2001.1!                             + *      !!          .   . 0 .          !
 2001.2!                            *  +      !!          .0  .   .          !
 2001.3!                            +         !!          .   .0  .          !
 2001.4!                            +     *   !!          .   .   .  0       !
 2002.1!                                *+    !!          .  0.   .          !
 2002.2!                               +*     !!          .   . 0 .          !
 2002.3!                      *       +       !!      0   .   .   .          !
 2002.4!                       +*             !!          .   . 0 .          !
 2003.1!                        + *           !!          .   . 0 .          !
 2003.2!                        * +           !!          . 0 .   .          !
 2003.3!                        +  *          !!          .   .   0          !
 2003.4!                          +     *     !!          .   .   . 0        !
 2004.1!                       *     +        !!        0 .   .   .          !
 2004.2!                     * +              !!          .0  .   .          !
 2004.3!                      +               !!          .   0   .          !
 2004.4!                   *   +              !!          0   .   .          !
 2005.1!                  * +                 !!          . 0 .   .          !
 2005.2!                  * +                 !!          . 0 .   .          !
 2005.3!                    +   *             !!          .   .   0          !
 2005.4!                   *    +             !!        0 .   .   .          !
 2006.1!                     +                !!          .   0   .          !
 2006.2!                    * +               !!          .0  .   .          !
 2006.3!                    * +               !!          . 0 .   .          !
 2006.4!                      +               !!          .   0   .          !
 2007.1!                       +              !!          .   0   .          !
 2007.2!                        +             !!          .   0   .          !
 2007.3!                   *     +            !!        0 .   .   .          !
 2007.4!                  *  +                !!          .0  .   .          !
 2008.1!                    +*                !!          .   .0  .          !
 2008.2!                   *   +              !!          0   .   .          !
 2008.3!                    * +               !!          . 0 .   .          !
 2008.4!                   *  +               !!          0   .   .          !
 2009.1!                     + *              !!          .   .0  .          !
 2009.2!                        + *           !!          .   .  0.          !
 2009.3!                         *+           !!          .  0.   .          !
 2009.4!                         + *          !!          .   .0  .          !
 2010.1!                        *  +          !!          .0  .   .          !
 2010.2!                          +  *        !!          .   .   0          !
 2010.3!                          *   +       !!          0   .   .          !
 2010.4!                           +          !!          .   0   .          !
 2011.1!                            +         !!          .   0   .          !
 2011.2!                             +        !!          .   0   .          !
 2011.3!                          *   +       !!          0   .   .          !
 2011.4!                           + *        !!          .   . 0 .          !
 2012.1!                              +       !!          .   0   .          !
 2012.2!                            *  +      !!          .0  .   .          !
 2012.3!                             +*       !!          .   .0  .          !
 2012.4!                              +   *   !!          .   .   0          !


     27.66 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ    77 LAAPOCA C LAPOCA(-1) PPOCA;SMPL 1966.1 2012.4;OLS;EST   77 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPCA=SPPX$Q/CAPMM;                                                     
 GENR LAASPCA=LOG(AASPCA+.00001);                                             
 GENR LASPCA=LOG(ASPCA+.00001);                                               
 LHS AASPCA=EXP(LAASPCA)-.00001;                                              
  EQ   78 LAASPCA C LASPCA(-1) PSPCA;                                         
EQUATION 362  LAASPCA  
   RHS     C  LASPCA(-1)  PSPCA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  362 PLOT=0;END;                                                     

Equation number =  362
**********************

Dependent variable = LAASPCA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.872022646

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.679928015       0.235203824  -7.14243     1.000000
11495 LASPCA  ( -1)       0.629188498       0.051048915  12.32521    -5.880860
11493 PSPCA   (  0)      -0.455844550       0.085708424  -5.31855     1.079151

SE of equation            =     0.162239272
Sum of squared residuals  =  4.86949255      -0.826219093E-10
Average absolute error    =     0.124049008
Sum of ABS residuals      =  23.3212135    
R squared                 =   0.79828
Durbin-Watson statistic   =   2.45954
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*  +                                   !!         0    .    .         !
 1966.2!  *+                                  !!         .  0 .    .         !
 1966.3!     +  *                             !!         .    .   0.         !
 1966.4!  *    +                              !!    0    .    .    .         !
 1967.1!      +   *                           !!         .    .    . 0       !
 1967.2!   *        +                         !0         .    .    .         !
 1967.3!      +*                              !!         .    .0   .         !
 1967.4!     *   +                            !!        0.    .    .         !
 1968.1!        +*                            !!         .    . 0  .         !
 1968.2!           + *                        !!         .    .  0 .         !
 1968.3!             +  *                     !!         .    .    0         !
 1968.4!          *    +                      !!      0  .    .    .         !
 1969.1!            +     *                   !!         .    .    .    0    !
 1969.2!           *     +                    !!   0     .    .    .         !
 1969.3!          * +                         !!         .0   .    .         !
 1969.4!            +                         !!         .    0    .         !
 1970.1!             +   *                    !!         .    .    .0        !
 1970.2!            *    +                    !!      0  .    .    .         !
 1970.3!               +                      !!         .    0    .         !
 1970.4!                + *                   !!         .    .   0.         !
 1971.1!                  + *                 !!         .    .  0 .         !
 1971.2!                    +                 !!         .    0    .         !
 1971.3!                *   +                 !!        0.    .    .         !
 1971.4!                  + *                 !!         .    .   0.         !
 1972.1!                   +       *          !!         .    .    .      0  !
 1972.2!                    *   +             !!       0 .    .    .         !
 1972.3!                   +                  !!         .   0.    .         !
 1972.4!                  *+                  !!         .   0.    .         !
 1973.1!                  + *                 !!         .    .  0 .         !
 1973.2!                  *+                  !!         .    0    .         !
 1973.3!                 + *                  !!         .    .  0 .         !
 1973.4!              *  +                    !!        0.    .    .         !
 1974.1!              +    *                  !!         .    .    .  0      !
 1974.2!                  +*                  !!         .    .0   .         !
 1974.3!                   + *                !!         .    .   0.         !
 1974.4!                   +  *               !!         .    .    0         !
 1975.1!                     +  *             !!         .    .    .0        !
 1975.2!                   *  +               !!         0    .    .         !
 1975.3!                   + *                !!         .    .  0 .         !
 1975.4!                    *+                !!         .  0 .    .         !
 1976.1!                     +*               !!         .    . 0  .         !
 1976.2!                      +  *            !!         .    .   0.         !
 1976.3!                        + *           !!         .    .  0 .         !
 1976.4!                       * +            !!         . 0  .    .         !
 1977.1!                       +              !!         .   0.    .         !
 1977.2!                       +*             !!         .    . 0  .         !
 1977.3!                        +             !!         .   0.    .         !
 1977.4!                       *+             !!         .   0.    .         !
 1978.1!                        +*            !!         .    . 0  .         !
 1978.2!                       * +            !!         .  0 .    .         !
 1978.3!                       +*             !!         .    .0   .         !
 1978.4!                       +*             !!         .    .0   .         !
 1979.1!                      *+              !!         .   0.    .         !
 1979.2!                      +      *        !!         .    .    .     0   !
 1979.3!                          +           !!         .   0.    .         !
 1979.4!                        + *           !!         .    .  0 .         !
 1980.1!                       *+             !!         . 0  .    .         !
 1980.2!                      +   *           !!         .    .    . 0       !
 1980.3!                    *    +            !!      0  .    .    .         !
 1980.4!                     +  *             !!         .    .    0         !
 1981.1!                     *   +            !!       0 .    .    .         !
 1981.2!                       +  *           !!         .    .    .0        !
 1981.3!                           +      *   !!         .    .    .      0  !
 1981.4!                              *+      !!         . 0  .    .         !
 1982.1!                             + *      !!         .    .   0.         !
 1982.2!                        *     +       !!   0     .    .    .         !
 1982.3!                          +  *        !!         .    .    .0        !
 1982.4!                          *  +        !!         0    .    .         !
 1983.1!                            +         !!         .    0    .         !
 1983.2!                         *   +        !!        0.    .    .         !
 1983.3!                            +*        !!         .    . 0  .         !
 1983.4!                              +*      !!         .    .0   .         !
 1984.1!                               +      *!         .    .    .      0  !
 1984.2!                                 * +  !!         .0   .    .         !
 1984.3!                                *+    !!         .   0.    .         !
 1984.4!                                +*    !!         .    .0   .         !
 1985.1!                                +  *  !!         .    .   0.         !
 1985.2!                                  +*  !!         .    . 0  .         !
 1985.3!                                *+    !!         .   0.    .         !
 1985.4!                                +  *  !!         .    .    0         !
 1986.1!                                *+    !!         .   0.    .         !
 1986.2!                               +      *!         .    .    .      0  !
 1986.3!                                  + * !!         .    .  0 .         !
 1986.4!                                 +  * !!         .    .    0         !
 1987.1!                              *  +    !!         0    .    .         !
 1987.2!                             +     *  !!         .    .    .   0     !
 1987.3!                                +  *  !!         .    .    .0        !
 1987.4!                              *+      !!         . 0  .    .         !
 1988.1!                            +  *      !!         .    .    .0        !
 1988.2!                             +     *  !!         .    .    .    0    !
 1988.3!                                +    *!!         .    .    .  0      !
 1988.4!                               * +    !!         . 0  .    .         !
 1989.1!                             +        !!         .    0    .         !
 1989.2!                            +         !!         .    0    .         !
 1989.3!                           +          !!         .   0.    .         !
 1989.4!                          +*          !!         .    . 0  .         !
 1990.1!                          +           !!         .   0.    .         !
 1990.2!                        *+            !!         .   0.    .         !
 1990.3!                        +             !!         .    .0   .         !
 1990.4!                    *  +              !!         0    .    .         !
 1991.1!                     +        *       !!         .    .    .         0
 1991.2!                         *  +         !!         0    .    .         !
 1991.3!                       * +            !!         .0   .    .         !
 1991.4!                     * +              !!         . 0  .    .         !
 1992.1!                      + *             !!         .    .  0 .         !
 1992.2!                       *+             !!         .   0.    .         !
 1992.3!                     * +              !!         . 0  .    .         !
 1992.4!                    * +               !!         .0   .    .         !
 1993.1!                     *+               !!         .   0.    .         !
 1993.2!                       +  *           !!         .    .   0.         !
 1993.3!                          *+          !!         .   0.    .         !
 1993.4!                        *  +          !!         .0   .    .         !
 1994.1!                          +*          !!         .    .  0 .         !
 1994.2!                         * +          !!         .0   .    .         !
 1994.3!                         *+           !!         .   0.    .         !
 1994.4!                         *+           !!         .   0.    .         !
 1995.1!                          +           !!         .    0    .         !
 1995.2!                     *    +           !!      0  .    .    .         !
 1995.3!                       +  *           !!         .    .    0         !
 1995.4!                      *  +            !!        0.    .    .         !
 1996.1!                      *+              !!         .  0 .    .         !
 1996.2!                        +             !!         .    .0   .         !
 1996.3!                       * +            !!         .0   .    .         !
 1996.4!                       *+             !!         .   0.    .         !
 1997.1!                       * +            !!         .0   .    .         !
 1997.2!                        + *           !!         .    . 0  .         !
 1997.3!                      *    +          !!      0  .    .    .         !
 1997.4!                     *  +             !!        0.    .    .         !
 1998.1!                        +*            !!         .    . 0  .         !
 1998.2!                          +           !!         .    .0   .         !
 1998.3!                    *      +          !!   0     .    .    .         !
 1998.4!                    *  +              !!         .0   .    .         !
 1999.1!                       +*             !!         .    . 0  .         !
 1999.2!                      *   +           !!       0 .    .    .         !
 1999.3!                       *+             !!         .  0 .    .         !
 1999.4!                    *    +            !!      0  .    .    .         !
 2000.1!                        +             !!         .    0    .         !
 2000.2!                        * +           !!         0    .    .         !
 2000.3!                          +*          !!         .    .0   .         !
 2000.4!                       *    +         !!      0  .    .    .         !
 2001.1!                          +           !!         .   0.    .         !
 2001.2!                       *   +          !!      0  .    .    .         !
 2001.3!                        * +           !!         . 0  .    .         !
 2001.4!                        * +           !!         .0   .    .         !
 2002.1!                         *+           !!         .   0.    .         !
 2002.2!                           +*         !!         .    .0   .         !
 2002.3!                           *+         !!         .   0.    .         !
 2002.4!                            +         !!         .    0    .         !
 2003.1!                           *+         !!         .   0.    .         !
 2003.2!                          *+          !!         .  0 .    .         !
 2003.3!                          +*          !!         .    . 0  .         !
 2003.4!                          *+          !!         .  0 .    .         !
 2004.1!                         +*           !!         .    .0   .         !
 2004.2!                          +           !!         .    0    .         !
 2004.3!                          +*          !!         .    .0   .         !
 2004.4!                       *  +           !!         0    .    .         !
 2005.1!                      * +             !!         . 0  .    .         !
 2005.2!                      *+              !!         .  0 .    .         !
 2005.3!                      *+              !!         . 0  .    .         !
 2005.4!                       +      *       !!         .    .    .     0   !
 2006.1!                          * +         !!         0    .    .         !
 2006.2!                        *+            !!         .  0 .    .         !
 2006.3!                        +             !!         .   0.    .         !
 2006.4!                       *+             !!         .  0 .    .         !
 2007.1!                        +             !!         .    .0   .         !
 2007.2!                     *  +             !!        0.    .    .         !
 2007.3!                    * +               !!         . 0  .    .         !
 2007.4!                     +  *             !!         .    .   0.         !
 2008.1!                       +*             !!         .    .0   .         !
 2008.2!                       +              !!         .    .0   .         !
 2008.3!                       +*             !!         .    .0   .         !
 2008.4!                        +*            !!         .    .0   .         !
 2009.1!                         +*           !!         .    . 0  .         !
 2009.2!                         +   *        !!         .    .    .  0      !
 2009.3!                          *+          !!         .  0 .    .         !
 2009.4!                  *      +            !!   0     .    .    .         !
 2010.1!                    +   *             !!         .    .    . 0       !
 2010.2!                         +*           !!         .    . 0  .         !
 2010.3!                         +   *        !!         .    .    0         !
 2010.4!                        *  +          !!         0    .    .         !
 2011.1!                        +      *      !!         .    .    .     0   !
 2011.2!                            +*        !!         .    . 0  .         !
 2011.3!                           +*         !!         .    .0   .         !
 2011.4!                           +*         !!         .    .0   .         !
 2012.1!                           +  *       !!         .    .    .0        !
 2012.2!                           * +        !!         .  0 .    .         !
 2012.3!                           +  *       !!         .    .    .0        !
 2012.4!                            *+        !!         .   0.    .         !


     29.26 percent of the residuals exceed 1 SE
      7.45 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNZCA=NZPX$Q/CAPMM;                                                     
 GENR LAANZCA=LOG(AANZCA+.00001);                                             
 GENR LANZCA=LOG(ANZCA+.00001);                                               
 LHS AANZCA=EXP(LAANZCA)-.00001;                                              
  EQ   79 LAANZCA C LANZCA(-1) PNZCA;                                         
EQUATION 363  LAANZCA  
   RHS     C  LANZCA(-1)  PNZCA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  363 PLOT=0;END;                                                     

Equation number =  363
**********************

Dependent variable = LAANZCA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.422981945

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.504176469       0.326571020  -4.60597     1.000000
11498 LANZCA  ( -1)       0.755721978       0.048278880  15.65326    -6.420579
11496 PNZCA   (  0)      -0.069673527       0.126933447  -0.54890     0.956362

SE of equation            =     0.263381094
Sum of squared residuals  =  12.8333761      -0.586606319E-10
Average absolute error    =     0.206352834
Sum of ABS residuals      =  38.7943328    
R squared                 =   0.57202
Durbin-Watson statistic   =   2.35673
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!            *    +                    !!          0   .   .          !
 1966.2!        *   +                         !!          .0  .   .          !
 1966.3!         + *                          !!          .   .0  .          !
 1966.4!            +     *                   !!          .   .   .0         !
 1967.1!             *   +                    !!          0   .   .          !
 1967.2!         *   +                        !!          0   .   .          !
 1967.3!      *   +                           !!          0   .   .          !
 1967.4!        +         *                   !!          .   .   .   0      !
 1968.1!      *           +                   !!     0    .   .   .          !
 1968.2!         +  *                         !!          .   .  0.          !
 1968.3!             +  *                     !!          .   . 0 .          !
 1968.4!                +  *                  !!          .   .  0.          !
 1969.1!       *          +                   !!     0    .   .   .          !
 1969.2!         +          *                 !!          .   .   .   0      !
 1969.3!                   +                  *!          .   .   .          0
 1969.4!                                 +*   !!          .   .0  .          !
 1970.1!                             +        !!          .   0   .          !
 1970.2!                          +        *  !!          .   .   .  0       !
 1970.3!                            * +       !!          . 0 .   .          !
 1970.4!                         +     *      !!          .   .   .0         !
 1971.1!                     *     +          !!         0.   .   .          !
 1971.2!                    +         *       !!          .   .   .   0      !
 1971.3!                           +   *      !!          .   .  0.          !
 1971.4!                       *   +          !!          .0  .   .          !
 1972.1!                     +    *           !!          .   .   0          !
 1972.2!                       + *            !!          .   .0  .          !
 1972.3!            *         +               !!      0   .   .   .          !
 1972.4!            +         *               !!          .   .   .   0      !
 1973.1!                    +         *       !!          .   .   .   0      !
 1973.2!                   *      +           !!        0 .   .   .          !
 1973.3!                 +*                   !!          .   .0  .          !
 1973.4!                 +     *              !!          .   .   .0         !
 1974.1!                     +      *         !!          .   .   . 0        !
 1974.2!                    *    +            !!          0   .   .          !
 1974.3!                  +  *                !!          .   . 0 .          !
 1974.4!                    +     *           !!          .   .   .0         !
 1975.1!                        +             !!          .   0   .          !
 1975.2!               *      +               !!         0.   .   .          !
 1975.3!               *+                     !!          .  0.   .          !
 1975.4!               +         *            !!          .   .   .  0       !
 1976.1!                       +*             !!          .   .0  .          !
 1976.2!                      +   *           !!          .   .  0.          !
 1976.3!                     * +              !!          . 0 .   .          !
 1976.4!                    + *               !!          .   . 0 .          !
 1977.1!                    +                 !!          .   0   .          !
 1977.2!                   +*                 !!          .   .0  .          !
 1977.3!                *  +                  !!          . 0 .   .          !
 1977.4!                +         *           !!          .   .   .   0      !
 1978.1!                    *   +             !!          .0  .   .          !
 1978.2!                   +   *              !!          .   .  0.          !
 1978.3!                      +               !!          .   0   .          !
 1978.4!                     +     *          !!          .   .   .0         !
 1979.1!                        +  *          !!          .   . 0 .          !
 1979.2!                        +             !!          .   0   .          !
 1979.3!                      +               !!          .   0   .          !
 1979.4!                    + *               !!          .   .0  .          !
 1980.1!                    *+                !!          .   0   .          !
 1980.2!                   +  *               !!          .   . 0 .          !
 1980.3!                     +     *          !!          .   .   .0         !
 1980.4!                        +    *        !!          .   .   0          !
 1981.1!                   *      +           !!         0.   .   .          !
 1981.2!                   +     *            !!          .   .   .0         !
 1981.3!                      *+              !!          .  0.   .          !
 1981.4!                    +                 !!          .   0   .          !
 1982.1!                   +  *               !!          .   . 0 .          !
 1982.2!                    +     *           !!          .   .   0          !
 1982.3!                     * +              !!          . 0 .   .          !
 1982.4!                    +          *      !!          .   .   .   0      !
 1983.1!                           + *        !!          .   . 0 .          !
 1983.2!                          + *         !!          .   .0  .          !
 1983.3!                    *    +            !!          0   .   .          !
 1983.4!                   + *                !!          .   .0  .          !
 1984.1!                 *  +                 !!          . 0 .   .          !
 1984.2!                 + *                  !!          .   .0  .          !
 1984.3!                 *+                   !!          .  0.   .          !
 1984.4!                 +    *               !!          .   .   0          !
 1985.1!                     +  *             !!          .   . 0 .          !
 1985.2!                   *  +               !!          .0  .   .          !
 1985.3!                  +                   !!          .   0   .          !
 1985.4!                  +    *              !!          .   .   .0         !
 1986.1!               *      +               !!         0.   .   .          !
 1986.2!                +  *                  !!          .   .  0.          !
 1986.3!                   +   *              !!          .   .  0.          !
 1986.4!                      + *             !!          .   . 0 .          !
 1987.1!               *      +               !!         0.   .   .          !
 1987.2!                +                     !!          .   0   .          !
 1987.3!                + *                   !!          .   . 0 .          !
 1987.4!                  +                   !!          .   0   .          !
 1988.1!                 *+                   !!          .  0.   .          !
 1988.2!                +*                    !!          .   .0  .          !
 1988.3!               * +                    !!          . 0 .   .          !
 1988.4!               +    *                 !!          .   .   0          !
 1989.1!                 * +                  !!          . 0 .   .          !
 1989.2!                 +                    !!          .   .0  .          !
 1989.3!          *      +                    !!         0.   .   .          !
 1989.4!            +  *                      !!          .   . 0 .          !
 1990.1!               +  *                   !!          .   . 0 .          !
 1990.2!              *   +                   !!          .0  .   .          !
 1990.3!           *  +                       !!          .0  .   .          !
 1990.4!            +     *                   !!          .   .   0          !
 1991.1!               * +                    !!          . 0 .   .          !
 1991.2!             * +                      !!          . 0 .   .          !
 1991.3!           *  +                       !!          .0  .   .          !
 1991.4!            +  *                      !!          .   . 0 .          !
 1992.1!              * +                     !!          .  0.   .          !
 1992.2!               + *                    !!          .   . 0 .          !
 1992.3!        *        +                    !!       0  .   .   .          !
 1992.4!          +     *                     !!          .   .   0          !
 1993.1!                +  *                  !!          .   . 0 .          !
 1993.2!                * +                   !!          . 0 .   .          !
 1993.3!           *    +                     !!          0   .   .          !
 1993.4!            +     *                   !!          .   .   0          !
 1994.1!                 +   *                !!          .   .  0.          !
 1994.2!                *   +                 !!          .0  .   .          !
 1994.3!      *         +                     !!      0   .   .   .          !
 1994.4!         +      *                     !!          .   .   . 0        !
 1995.1!            *   +                     !!          .0  .   .          !
 1995.2!             +    *                   !!          .   .   0          !
 1995.3!            *    +                    !!          0   .   .          !
 1995.4!             +  *                     !!          .   . 0 .          !
 1996.1!         *      +                     !!         0.   .   .          !
 1996.2!           +*                         !!          .   .0  .          !
 1996.3!            *+                        !!          .  0.   .          !
 1996.4!             +   *                    !!          .   .  0.          !
 1997.1!           *     +                    !!         0.   .   .          !
 1997.2!           *+                         !!          .  0.   .          !
 1997.3!         *  +                         !!          . 0 .   .          !
 1997.4!           +                          !!          .   0   .          !
 1998.1!     *      +                         !!        0 .   .   .          !
 1998.2!    *   +                             !!          .0  .   .          !
 1998.3!     * +                              !!          . 0 .   .          !
 1998.4!        +  *                          !!          .   .  0.          !
 1999.1!          *  +                        !!          . 0 .   .          !
 1999.2!  *         +                         !!       0  .   .   .          !
 1999.3!    * +                               !!          . 0 .   .          !
 1999.4!       + *                            !!          .   . 0 .          !
 2000.1!  *        +                          !!       0  .   .   .          !
 2000.2!     +                                !!          .  0.   .          !
 2000.3!     * +                              !!          . 0 .   .          !
 2000.4!        +        *                    !!          .   .   .  0       !
 2001.1!             *   +                    !!          .0  .   .          !
 2001.2!             *+                       !!          .  0.   .          !
 2001.3!             *+                       !!          .  0.   .          !
 2001.4!              +     *                 !!          .   .   .0         !
 2002.1!                   +                  !!          .   0   .          !
 2002.2!                  +                   !!          .   0   .          !
 2002.3!             *    +                   !!          0   .   .          !
 2002.4!              +   *                   !!          .   .  0.          !
 2003.1!                 +*                   !!          .   .0  .          !
 2003.2!                  +                   !!          .   0   .          !
 2003.3!           *     +                    !!         0.   .   .          !
 2003.4!             +                        !!          .   0   .          !
 2004.1!            * +                       !!          .  0.   .          !
 2004.2!             +                        !!          .   0   .          !
 2004.3!             *+                       !!          .  0.   .          !
 2004.4!             + *                      !!          .   .0  .          !
 2005.1!               +                      !!          .   0   .          !
 2005.2!          *    +                      !!          0   .   .          !
 2005.3!          *+                          !!          .  0.   .          !
 2005.4!            + *                       !!          .   . 0 .          !
 2006.1!        *     +                       !!         0.   .   .          !
 2006.2!          +                           !!          .   0   .          !
 2006.3!        *  +                          !!          .0  .   .          !
 2006.4!          +*                          !!          .   .0  .          !
 2007.1!      *     +                         !!         0.   .   .          !
 2007.2!        *+                            !!          .  0.   .          !
 2007.3!       *  +                           !!          . 0 .   .          !
 2007.4!         + *                          !!          .   . 0 .          !
 2008.1!       *    +                         !!          0   .   .          !
 2008.2!     *   +                            !!          .0  .   .          !
 2008.3*       +                              !!        0 .   .   .          !
 2008.4!   +   *                              !!          .   .  0.          !
 2009.1!        *+                            !!          .  0.   .          !
 2009.2!          +  *                        !!          .   . 0 .          !
 2009.3!        *     +                       !!          0   .   .          !
 2009.4!        * +                           !!          . 0 .   .          !
 2010.1!     *   +                            !!          0   .   .          !
 2010.2!       +                              !!          .   0   .          !
 2010.3!  *      +                            !!         0.   .   .          !
 2010.4!     +  *                             !!          .   . 0 .          !
 2011.1!       *  +                           !!          .0  .   .          !
 2011.2!      *  +                            !!          . 0 .   .          !
 2011.3!     *  +                             !!          . 0 .   .          !
 2011.4!        +*                            !!          .   . 0 .          !
 2012.1!       *   +                          !!          .0  .   .          !
 2012.2!    *    +                            !!          0   .   .          !
 2012.3!       +                              !!          .   0   .          !
 2012.4!         +                            !!          .   0   .          !


     30.85 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@@EQ   80 LAASACA C LASACA(-1) PSACA;SMPL 1966.1 2012.4;OLS;EST   80 PLOT=0;EN
@@EQ   81 LAAVECA C LAVECA(-1) PVECA;SMPL 1966.1 2012.4;OLS;EST   81 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCOCA=COPX$Q/CAPMM;                                                     
 GENR LAACOCA=LOG(AACOCA+.00001);                                             
 GENR LACOCA=LOG(ACOCA+.00001);                                               
 LHS AACOCA=EXP(LAACOCA)-.00001;                                              
  EQ   82 LAACOCA C LACOCA(-1) PCOCA;                                         
EQUATION 364  LAACOCA  
   RHS     C  LACOCA(-1)  PCOCA  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  364 PLOT=0;END;                                                     

Equation number =  364
**********************

Dependent variable = LAACOCA 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -7.271667129

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.938144973       0.507425365  -5.79030     1.000000
11501 LACOCA  ( -1)       0.576146503       0.073183887   7.87259    -7.278680
11499 PCOCA   (  0)      -0.122189630       0.092714710  -1.31791     1.145237

SE of equation            =     0.247526797
Sum of squared residuals  =  7.53615039      -0.156009428E-09
Average absolute error    =     0.185363674
Sum of ABS residuals      =  23.3558229    
R squared                 =   0.39319
Durbin-Watson statistic   =   2.18725
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!      *  +                            !!         . 0  .    .         !
 1981.4!      *   +                           !!         .0   .    .         !
 1982.1!     *     +                          !!         0    .    .         !
 1982.2!    *     +                           !!         0    .    .         !
 1982.3!       *  +                           !!         . 0  .    .         !
 1982.4!           +            *             !!         .    .    .      0  !
 1983.1!       *             +                !! 0       .    .    .         !
 1983.2!       *   +                          !!         .0   .    .         !
 1983.3*           +                          !!   0     .    .    .         !
 1983.4!   *  +                               !!         . 0  .    .         !
 1984.1!         +          *                 !!         .    .    .     0   !
 1984.2!                 * +                  !!         .   0.    .         !
 1984.3!         *       +                    !!       0 .    .    .         !
 1984.4!            +*                        !!         .    .0   .         !
 1985.1!        *     +                       !!        0.    .    .         !
 1985.2!     *      +                         !!        0.    .    .         !
 1985.3!          +                           !!         .    0    .         !
 1985.4!      *      +                        !!        0.    .    .         !
 1986.1!         +      *                     !!         .    .    .0        !
 1986.2!                +                     !!         .    .0   .         !
 1986.3!                 +   *                !!         .    .   0.         !
 1986.4!                   + *                !!         .    .0   .         !
 1987.1!                    +  *              !!         .    .  0 .         !
 1987.2!                     +*               !!         .    0    .         !
 1987.3!             *       +                !!       0 .    .    .         !
 1987.4!                +                     !!         .    0    .         !
 1988.1!                 +   *                !!         .    .  0 .         !
 1988.2!          *         +                 !!     0   .    .    .         !
 1988.3!             *+                       !!         .   0.    .         !
 1988.4!            *   +                     !!         . 0  .    .         !
 1989.1!               +      *               !!         .    .    . 0       !
 1989.2!               *     +                !!        0.    .    .         !
 1989.3!                 +         *          !!         .    .    .   0     !
 1989.4!                        +             !!         .    0    .         !
 1990.1!                *      +              !!        0.    .    .         !
 1990.2!                  +    *              !!         .    .   0.         !
 1990.3!                 *    +               !!         0    .    .         !
 1990.4!                * +                   !!         .  0 .    .         !
 1991.1!                  + *                 !!         .    . 0  .         !
 1991.2!                    +                 !!         .    0    .         !
 1991.3!                    +  *              !!         .    .  0 .         !
 1991.4!                    * +               !!         .  0 .    .         !
 1992.1!                *    +                !!         .0   .    .         !
 1992.2!                  +   *               !!         .    .  0 .         !
 1992.3!             *        +               !!      0  .    .    .         !
 1992.4!            *    +                    !!         .0   .    .         !
 1993.1!               *+                     !!         .   0.    .         !
 1993.2!                * +                   !!         .  0 .    .         !
 1993.3!             *    +                   !!         0    .    .         !
 1993.4!                 +*                   !!         .    .0   .         !
 1994.1!                   +    *             !!         .    .    0         !
 1994.2!             *         +              !!     0   .    .    .         !
 1994.3!           *    +                     !!         .0   .    .         !
 1994.4!              +     *                 !!         .    .    0         !
 1995.1!                    +             *   !!         .    .    .       0 !
 1995.2!                      *     +         !!        0.    .    .         !
 1995.3!                     +*               !!         .    .0   .         !
 1995.4!                     + *              !!         .    . 0  .         !
 1996.1!                      + *             !!         .    . 0  .         !
 1996.2!                     *+               !!         .   0.    .         !
 1996.3!             *       +                !!       0 .    .    .         !
 1996.4!               *+                     !!         .   0.    .         !
 1997.1!                 +  *                 !!         .    .  0 .         !
 1997.2!                *   +                 !!         . 0  .    .         !
 1997.3!                  + *                 !!         .    . 0  .         !
 1997.4!                  * +                 !!         .   0.    .         !
 1998.1!                   +    *             !!         .    .    0         !
 1998.2!                *     +               !!         0    .    .         !
 1998.3!                * +                   !!         .   0.    .         !
 1998.4!                  +                   !!         .    0    .         !
 1999.1!                 * +                  !!         .  0 .    .         !
 1999.2!                 *+                   !!         .  0 .    .         !
 1999.3!                  +                   !!         .   0.    .         !
 1999.4!             *     +                  !!         0    .    .         !
 2000.1!                +     *               !!         .    .    0         !
 2000.2!                   * +                !!         .   0.    .         !
 2000.3!             *      +                 !!        0.    .    .         !
 2000.4!                + *                   !!         .    .0   .         !
 2001.1!                   +  *               !!         .    .  0 .         !
 2001.2!                 *    +               !!         .0   .    .         !
 2001.3!                   + *                !!         .    . 0  .         !
 2001.4!                     +                !!         .    0    .         !
 2002.1!                     + *              !!         .    . 0  .         !
 2002.2!                      +  *            !!         .    .  0 .         !
 2002.3!                      * +             !!         .   0.    .         !
 2002.4!                      +*              !!         .    .0   .         !
 2003.1!                     *+               !!         .   0.    .         !
 2003.2!                     +       *        !!         .    .    . 0       !
 2003.3!                        * +           !!         .  0 .    .         !
 2003.4!                     * +              !!         .   0.    .         !
 2004.1!                   * +                !!         .  0 .    .         !
 2004.2!                    +*                !!         .    .0   .         !
 2004.3!               *     +                !!         0    .    .         !
 2004.4!                 +                    !!         .    0    .         !
 2005.1!                  +             *     !!         .    .    .      0  !
 2005.2!                        *  +          !!         . 0  .    .         !
 2005.3!                      +  *            !!         .    . 0  .         !
 2005.4!                       +    *         !!         .    .    0         !
 2006.1!                         +            !!         .    0    .         !
 2006.2!                       +              !!         .    0    .         !
 2006.3!                    * +               !!         .  0 .    .         !
 2006.4!                    +*                !!         .    .0   .         !
 2007.1!                    + *               !!         .    . 0  .         !
 2007.2!                  *  +                !!         . 0  .    .         !
 2007.3!                   +                  !!         .    0    .         !
 2007.4!                 * +                  !!         .  0 .    .         !
 2008.1!                  +    *              !!         .    .    0         !
 2008.2!                   * +                !!         .  0 .    .         !
 2008.3!                 * +                  !!         .  0 .    .         !
 2008.4!                  +*                  !!         .    . 0  .         !
 2009.1!                   +         *        !!         .    .    .   0     !
 2009.2!                         +     *      !!         .    .    .0        !
 2009.3!                          +           !!         .    0    .         !
 2009.4!                      +   *           !!         .    .  0 .         !
 2010.1!                      +    *          !!         .    .    0         !
 2010.2!                       +         *    !!         .    .    .   0     !
 2010.3!                          +     *     !!         .    .    0         !
 2010.4!                          +           !!         .    0    .         !
 2011.1!                       +   *          !!         .    .   0.         !
 2011.2!                       +          *   !!         .    .    .    0    !
 2011.3!                        *  +          !!         . 0  .    .         !
 2011.4!                      +               *!         .    .    .         0
 2012.1!                             *+       !!         .    0    .         !
 2012.2!                *       +             !!      0  .    .    .         !
 2012.3!                 +         *          !!         .    .    .   0     !
 2012.4!                       +              !!         .    0    .         !


     28.57 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
@EQ    83 LAAJOCA C LAJOCA(-1) PJOCA;SMPL 1989.3 2012.4;OLS;EST   83 PLOT=0;EN
@@EQ   84 LAASYCA C LASYCA(-1) PSYCA;SMPL 1998.3 2012.4;OLS;EST   84 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDCA=IDPX$Q/CAPMM;                                                     
 GENR LAAIDCA=LOG(AAIDCA+.00001);                                             
 GENR LAIDCA=LOG(AIDCA+.00001);                                               
 LHS AAIDCA=EXP(LAAIDCA)-.00001;                                              
  EQ   85 LAAIDCA C LAIDCA(-1) PIDCA;                                         
EQUATION 365  LAAIDCA  
   RHS     C  LAIDCA(-1)  PIDCA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  365 PLOT=0;END;                                                     

Equation number =  365
**********************

Dependent variable = LAAIDCA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.048337399

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.490976312       0.230467776  -2.13035     1.000000
11504 LAIDCA  ( -1)       0.918875495       0.030654865  29.97487    -6.047885
11502 PIDCA   (  0)      -0.000094350       0.076844290  -0.00123     1.142011

SE of equation            =     0.227902513
Sum of squared residuals  =  9.60881775       0.256763499E-10
Average absolute error    =     0.154963987
Sum of ABS residuals      =  29.1332295    
R squared                 =   0.84505
Durbin-Watson statistic   =   2.23230
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!              *   +                   !!           0  .  .           !
 1966.2!              +  *                    !!           .  . 0.           !
 1966.3!               *+                     !!           . 0.  .           !
 1966.4!               + *                    !!           .  . 0.           !
 1967.1!                +                *    !!           .  .  .           0
 1967.2!                               +*     !!           .  .0 .           !
 1967.3!                               +   *  !!           .  .  0           !
 1967.4!                             *   +    !!          0.  .  .           !
 1968.1!                            +*        !!           .  .0 .           !
 1968.2!                      *     +         !!         0 .  .  .           !
 1968.3!                      +           *   !!           .  .  .       0   !
 1968.4!                              *  +    !!           0  .  .           !
 1969.1!                            +         !!           . 0.  .           !
 1969.2!                        * +           !!           0  .  .           !
 1969.3!                  *    +              !!         0 .  .  .           !
 1969.4!                 +           *        !!           .  .  .      0    !
 1970.1!                        *  +          !!           0  .  .           !
 1970.2!                       +  *           !!           .  . 0.           !
 1970.3!                         +      *     !!           .  .  .   0       !
 1970.4!                               +      *!           .  .  .   0       !
 1971.1!                            *       + !!      0    .  .  .           !
 1971.2!                          +           !!           .  0  .           !
 1971.3!                         +*           !!           .  .0 .           !
 1971.4!                         +       *    !!           .  .  .   0       !
 1972.1!                             * +      !!           .0 .  .           !
 1972.2!                      *     +         !!        0  .  .  .           !
 1972.3!                  *  +                !!           .0 .  .           !
 1972.4!                 *+                   !!           .  0  .           !
 1973.1!    *            +                    !!  0        .  .  .           !
 1973.2!     +                                !!           .  .0 .           !
 1973.3!    * +                               !!           . 0.  .           !
 1973.4!   * +                                !!           .0 .  .           !
 1974.1!    +  *                              !!           .  .  0           !
 1974.2!        +   *                         !!           .  .  .0          !
 1974.3!       *    +                         !!         0 .  .  .           !
 1974.4! *     +                              !!        0  .  .  .           !
 1975.1!  + *                                 !!           .  . 0.           !
 1975.2!    *+                                !!           . 0.  .           !
 1975.3!  *  +                                !!           .0 .  .           !
 1975.4!   + *                                !!           .  .0 .           !
 1976.1!     +  *                             !!           .  .  0           !
 1976.2!        *+                            !!           . 0.  .           !
 1976.3!  *     +                             !!         0 .  .  .           !
 1976.4!  *+                                  !!           . 0.  .           !
 1977.1!   + *                                !!           .  . 0.           !
 1977.2!    * +                               !!           .0 .  .           !
 1977.3!   *+                                 !!           .0 .  .           !
 1977.4*   +                                  !!          0.  .  .           !
 1978.1!+ *                                   !!           .  . 0.           !
 1978.2!   +                                  !!           .  0  .           !
 1978.3! *  +                                 !!           .0 .  .           !
 1978.4!  +   *                               !!           .  .  0           !
 1979.1!   *   +                              !!           0  .  .           !
 1979.2!    +    *                            !!           .  .  .0          !
 1979.3!      *  +                            !!           0  .  .           !
 1979.4!       +*                             !!           .  .0 .           !
 1980.1!    *    +                            !!          0.  .  .           !
 1980.2!     +                                !!           .  0  .           !
 1980.3!      +                               !!           .  0  .           !
 1980.4!      +*                              !!           .  .0 .           !
 1981.1!     * +                              !!           .0 .  .           !
 1981.2!  *   +                               !!           0  .  .           !
 1981.3!*  +                                  !!           0  .  .           !
 1981.4! +   *                                !!           .  .  0           !
 1982.1!      + *                             !!           .  . 0.           !
 1982.2!    *    +                            !!          0.  .  .           !
 1982.3!   * +                                !!           .0 .  .           !
 1982.4!   *+                                 !!           .  0  .           !
 1983.1!    +  *                              !!           .  .  0           !
 1983.2!        +                             !!           .  0  .           !
 1983.3!      *  +                            !!           .0 .  .           !
 1983.4!      +*                              !!           .  .0 .           !
 1984.1!     *  +                             !!           0  .  .           !
 1984.2!  *  +                                !!           0  .  .           !
 1984.3!   +*                                 !!           .  .0 .           !
 1984.4!    *+                                !!           .  0  .           !
 1985.1!     +   *                            !!           .  .  0           !
 1985.2!        *+                            !!           . 0.  .           !
 1985.3!        +                             !!           .  0  .           !
 1985.4!       * +                            !!           .0 .  .           !
 1986.1!       +                              !!           . 0.  .           !
 1986.2!       +*                             !!           .  .0 .           !
 1986.3!        +*                            !!           .  .0 .           !
 1986.4!         +                            !!           .  0  .           !
 1987.1!      *  +                            !!           0  .  .           !
 1987.2!      *+                              !!           .  0  .           !
 1987.3!       +*                             !!           .  .0 .           !
 1987.4!    *   +                             !!          0.  .  .           !
 1988.1!     +                                !!           .  0  .           !
 1988.2!     *+                               !!           . 0.  .           !
 1988.3!    * +                               !!           .0 .  .           !
 1988.4!     +*                               !!           .  .0 .           !
 1989.1!      +   *                           !!           .  .  .0          !
 1989.2!      *    +                          !!          0.  .  .           !
 1989.3!    * +                               !!           .0 .  .           !
 1989.4!     +*                               !!           .  .0 .           !
 1990.1!     * +                              !!           .0 .  .           !
 1990.2!      +*                              !!           .  .0 .           !
 1990.3!    *  +                              !!           .0 .  .           !
 1990.4!     +                                !!           . 0.  .           !
 1991.1!    *+                                !!           . 0.  .           !
 1991.2!    +  *                              !!           .  . 0.           !
 1991.3!       +  *                           !!           .  .  0           !
 1991.4!         *+                           !!           .0 .  .           !
 1992.1!        *+                            !!           . 0.  .           !
 1992.2!        +*                            !!           .  .0 .           !
 1992.3!        *+                            !!           . 0.  .           !
 1992.4!         +                            !!           .  0  .           !
 1993.1!       * +                            !!           .0 .  .           !
 1993.2!       +  *                           !!           .  . 0.           !
 1993.3!         *+                           !!           . 0.  .           !
 1993.4!        *+                            !!           . 0.  .           !
 1994.1!        +*                            !!           .  .0 .           !
 1994.2!        *+                            !!           . 0.  .           !
 1994.3!        +*                            !!           .  .0 .           !
 1994.4!         +*                           !!           .  0  .           !
 1995.1!         *+                           !!           . 0.  .           !
 1995.2!         +*                           !!           .  .0 .           !
 1995.3!          + *                         !!           .  .0 .           !
 1995.4!            +*                        !!           .  .0 .           !
 1996.1!             +                        !!           .  0  .           !
 1996.2!             +                        !!           .  .0 .           !
 1996.3!             +                        !!           .  0  .           !
 1996.4!            *+                        !!           . 0.  .           !
 1997.1!            +*                        !!           .  .0 .           !
 1997.2!           * +                        !!           . 0.  .           !
 1997.3!           +*                         !!           .  0  .           !
 1997.4!           *+                         !!           . 0.  .           !
 1998.1!           + *                        !!           .  .0 .           !
 1998.2!             + *                      !!           .  . 0.           !
 1998.3!              + *                     !!           .  .0 .           !
 1998.4!              * +                     !!           . 0.  .           !
 1999.1!              + *                     !!           .  . 0.           !
 1999.2!                +*                    !!           .  .0 .           !
 1999.3!                +                     !!           .  0  .           !
 1999.4!                +*                    !!           .  .0 .           !
 2000.1!                 +*                   !!           .  .0 .           !
 2000.2!                * +                   !!           .0 .  .           !
 2000.3!                +*                    !!           .  .0 .           !
 2000.4!                 + *                  !!           .  . 0.           !
 2001.1!                 *+                   !!           . 0.  .           !
 2001.2!                +*                    !!           .  0  .           !
 2001.3!                +*                    !!           .  0  .           !
 2001.4!                +  *                  !!           .  .  0           !
 2002.1!                   +                  !!           .  .0 .           !
 2002.2!                   +*                 !!           .  .0 .           !
 2002.3!                   +                  !!           .  0  .           !
 2002.4!                   + *                !!           .  . 0.           !
 2003.1!                   *+                 !!           . 0.  .           !
 2003.2!                  +*                  !!           .  .0 .           !
 2003.3!                   +                  !!           .  .0 .           !
 2003.4!                   +                  !!           .  0  .           !
 2004.1!                 *+                   !!           . 0.  .           !
 2004.2!                + *                   !!           .  .0 .           !
 2004.3!                 +*                   !!           .  0  .           !
 2004.4!                  +                   !!           .  .0 .           !
 2005.1!                  +*                  !!           .  .0 .           !
 2005.2!                 * +                  !!           . 0.  .           !
 2005.3!                *+                    !!           . 0.  .           !
 2005.4!                + *                   !!           .  .  0           !
 2006.1!                 *+                   !!           . 0.  .           !
 2006.2!                 +*                   !!           .  .0 .           !
 2006.3!               * +                    !!           .0 .  .           !
 2006.4!               +                      !!           .  0  .           !
 2007.1!               + *                    !!           .  . 0.           !
 2007.2!               * +                    !!           . 0.  .           !
 2007.3!               +*                     !!           .  .0 .           !
 2007.4!                +*                    !!           .  .0 .           !
 2008.1!                *+                    !!           . 0.  .           !
 2008.2!                +                     !!           .  0  .           !
 2008.3!                +*                    !!           .  . 0.           !
 2008.4!                 +  *                 !!           .  .  0           !
 2009.1!                   + *                !!           .  .0 .           !
 2009.2!                   *+                 !!           .0 .  .           !
 2009.3!                 *+                   !!           . 0.  .           !
 2009.4!               * +                    !!           . 0.  .           !
 2010.1!               +                      !!           .  0  .           !
 2010.2!              *+                      !!           . 0.  .           !
 2010.3!              +*                      !!           .  .0 .           !
 2010.4!               + *                    !!           .  . 0.           !
 2011.1!               *+                     !!           . 0.  .           !
 2011.2!               +                      !!           .  0  .           !
 2011.3!               + *                    !!           .  . 0.           !
 2011.4!                 +  *                 !!           .  .  0           !
 2012.1!                   *+                 !!           . 0.  .           !
 2012.2!                  +*                  !!           .  .0 .           !
 2012.3!                  +  *                !!           .  . 0.           !
 2012.4!                 *  +                 !!           0  .  .           !


     18.62 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMACA=MAPX$Q/CAPMM;                                                     
 GENR LAAMACA=LOG(AAMACA+.00001);                                             
 GENR LAMACA=LOG(AMACA+.00001);                                               
 LHS AAMACA=EXP(LAAMACA)-.00001;                                              
  EQ   86 LAAMACA C LAMACA(-1) PMACA;                                         
EQUATION 366  LAAMACA  
   RHS     C  LAMACA(-1)  PMACA  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST  366 PLOT=0;END;                                                     

Equation number =  366
**********************

Dependent variable = LAAMACA 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -6.176343052

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.031543524       0.180066142  -5.72869     1.000000
11507 LAMACA  ( -1)       0.765051363       0.036716961  20.83646    -6.179515
11505 PMACA   (  0)      -0.367025690       0.060167084  -6.10011     1.136578

SE of equation            =     0.150996304
Sum of squared residuals  =  4.08117918       0.134683376E-10
Average absolute error    =     0.115088422
Sum of ABS residuals      =  20.9460928    
R squared                 =   0.90109
Durbin-Watson statistic   =   2.27254
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3!             +  *                     !!          .   .   0          !
 1967.4!              +  *                    !!          .   .  0.          !
 1968.1!                +  *                  !!          .   .   0          !
 1968.2!                  + *                 !!          .   .  0.          !
 1968.3!                   + *                !!          .   .  0.          !
 1968.4!                    *+                !!          .   0   .          !
 1969.1!                    +*                !!          .   0   .          !
 1969.2!                  *+                  !!          . 0 .   .          !
 1969.3!                  +                   !!          .   .0  .          !
 1969.4!                  +*                  !!          .   .0  .          !
 1970.1!                 +*                   !!          .   .0  .          !
 1970.2!                +*                    !!          .   0   .          !
 1970.3!               +  *                   !!          .   .   0          !
 1970.4!                  +    *              !!          .   .   .  0       !
 1971.1!                     + *              !!          .   .  0.          !
 1971.2!                     + *              !!          .   .  0.          !
 1971.3!                     + *              !!          .   . 0 .          !
 1971.4!                    *+                !!          . 0 .   .          !
 1972.1!                  * +                 !!          .0  .   .          !
 1972.2!                  *+                  !!          . 0 .   .          !
 1972.3!                 * +                  !!          .0  .   .          !
 1972.4!                 *+                   !!          .  0.   .          !
 1973.1!                  +                   !!          .   0   .          !
 1973.2!                 +                    !!          .   0   .          !
 1973.3!                + *                   !!          .   .  0.          !
 1973.4!                +                     !!          .   0   .          !
 1974.1!          *+                          !!          .  0.   .          !
 1974.2!        +      *                      !!          .   .   .     0    !
 1974.3!            +*                        !!          .   . 0 .          !
 1974.4*          +                           !0          .   .   .          !
 1975.1+*                                     !!          .   . 0 .          !
 1975.2!  +*                                  !!          .   .  0.          !
 1975.3!      +   *                           !!          .   .   .0         !
 1975.4!       *   +                          !!         0.   .   .          !
 1976.1!         *+                           !!          .  0.   .          !
 1976.2!        *  +                          !!          0   .   .          !
 1976.3!      *  +                            !!          0   .   .          !
 1976.4!      * +                             !!          . 0 .   .          !
 1977.1!       +*                             !!          .   0   .          !
 1977.2!        + *                           !!          .   .   0          !
 1977.3! *      +                             !!     0    .   .   .          !
 1977.4!   +       *                          !!          .   .   .      0   !
 1978.1!      *    +                          !!       0  .   .   .          !
 1978.2!   *   +                              !!         0.   .   .          !
 1978.3!  *  +                                !!          .0  .   .          !
 1978.4!    +    *                            !!          .   .   .  0       !
 1979.1!         +                            !!          .   .0  .          !
 1979.2!      * +                             !!          .0  .   .          !
 1979.3!     + *                              !!          .   .  0.          !
 1979.4!       +    *                         !!          .   .   . 0        !
 1980.1!       *  +                           !!          0   .   .          !
 1980.2!  *   +                               !!        0 .   .   .          !
 1980.3! * +                                  !!          .0  .   .          !
 1980.4!   + *                                !!          .   .  0.          !
 1981.1!      +*                              !!          .   0   .          !
 1981.2!   *   +                              !!        0 .   .   .          !
 1981.3!     +                                !!          .   0   .          !
 1981.4!      +*                              !!          .   .0  .          !
 1982.1!    *   +                             !!        0 .   .   .          !
 1982.2!      +  *                            !!          .   .   0          !
 1982.3!       *  +                           !!          0   .   .          !
 1982.4!         + *                          !!          .   .  0.          !
 1983.1!           * +                        !!          . 0 .   .          !
 1983.2!             +       *                !!          .   .   .      0   !
 1983.3!                 *  +                 !!         0.   .   .          !
 1983.4!                +                     !!          .   0   .          !
 1984.1!           *  +                       !!          0   .   .          !
 1984.2!          +*                          !!          .   .0  .          !
 1984.3!           + *                        !!          .   .  0.          !
 1984.4!             +    *                   !!          .   .   . 0        !
 1985.1!             *   +                    !!       0  .   .   .          !
 1985.2!         *   +                        !!         0.   .   .          !
 1985.3!          *+                          !!          .  0.   .          !
 1985.4!            +*                        !!          .   .0  .          !
 1986.1!                +                     !!          .   0   .          !
 1986.2!                    +                 !!          .   .0  .          !
 1986.3!                       +*             !!          .   .0  .          !
 1986.4!                      *  +            !!         0.   .   .          !
 1987.1!                    *  +              !!         0.   .   .          !
 1987.2!                  *   +               !!         0.   .   .          !
 1987.3!                  * +                 !!          .0  .   .          !
 1987.4!                 *  +                 !!          0   .   .          !
 1988.1!                   +                  !!          .  0.   .          !
 1988.2!                   * +                !!          .0  .   .          !
 1988.3!                  *  +                !!          0   .   .          !
 1988.4!                  *  +                !!          0   .   .          !
 1989.1!                  * +                 !!          .0  .   .          !
 1989.2!                    +*                !!          .   .0  .          !
 1989.3!                    *  +              !!          0   .   .          !
 1989.4!                       + *            !!          .   .  0.          !
 1990.1!                        * +           !!          .0  .   .          !
 1990.2!                          +  *        !!          .   .   0          !
 1990.3!                      *       +       !!    0     .   .   .          !
 1990.4!                        +             !!          .   0   .          !
 1991.1!                       * +            !!          .0  .   .          !
 1991.2!                         + *          !!          .   .  0.          !
 1991.3!                            +         !!          .  0.   .          !
 1991.4!                             + *      !!          .   .  0.          !
 1992.1!                          *   +       !!        0 .   .   .          !
 1992.2!                           + *        !!          .   .  0.          !
 1992.3!                             +        !!          .   0   .          !
 1992.4!                             +     *  !!          .   .   .    0     !
 1993.1!                               *  +   !!          0   .   .          !
 1993.2!                              +*      !!          .   . 0 .          !
 1993.3!                               + *    !!          .   .  0.          !
 1993.4!                                +     *!          .   .   .   0      !
 1994.1!                                  * + !!          .0  .   .          !
 1994.2!                                 +*   !!          .   . 0 .          !
 1994.3!                                +*    !!          .   .0  .          !
 1994.4!                               + *    !!          .   . 0 .          !
 1995.1!                              +       !!          .   .0  .          !
 1995.2!                             +   *    !!          .   .   .0         !
 1995.3!                               +      !!          .   0   .          !
 1995.4!                             +*       !!          .   . 0 .          !
 1996.1!                             + *      !!          .   . 0 .          !
 1996.2!                             +        !!          .   0   .          !
 1996.3!                            +         !!          .  0.   .          !
 1996.4!                           +  *       !!          .   .   0          !
 1997.1!                            *+        !!          .   0   .          !
 1997.2!                           + *        !!          .   . 0 .          !
 1997.3!                            +         !!          .   0   .          !
 1997.4!                            + *       !!          .   . 0 .          !
 1998.1!                             +        !!          .  0.   .          !
 1998.2!                           *+         !!          . 0 .   .          !
 1998.3!                           +          !!          .   0   .          !
 1998.4!                           +  *       !!          .   .   0          !
 1999.1!                           * +        !!          .0  .   .          !
 1999.2!                          +  *        !!          .   .   0          !
 1999.3!                          * +         !!          .0  .   .          !
 1999.4!                          +    *      !!          .   .   .   0      !
 2000.1!                              +   *   !!          .   .   .0         !
 2000.2!                              * +     !!          .0  .   .          !
 2000.3!                             +        !!          .   0   .          !
 2000.4!                            +  *      !!          .   .   .0         !
 2001.1!                           *  +       !!          0   .   .          !
 2001.2!                         *+           !!          . 0 .   .          !
 2001.3!                       * +            !!          . 0 .   .          !
 2001.4!                      *+              !!          . 0 .   .          !
 2002.1!                      +               !!          .   .0  .          !
 2002.2!                       + *            !!          .   .  0.          !
 2002.3!                       * +            !!          . 0 .   .          !
 2002.4!                       +  *           !!          .   .   0          !
 2003.1!                        * +           !!          . 0 .   .          !
 2003.2!                       *+             !!          .  0.   .          !
 2003.3!                       +*             !!          .   .0  .          !
 2003.4!                        + *           !!          .   .  0.          !
 2004.1!                         *+           !!          .  0.   .          !
 2004.2!                         +    *       !!          .   .   . 0        !
 2004.3!                            +         !!          .  0.   .          !
 2004.4!                           + *        !!          .   .  0.          !
 2005.1!                         *  +         !!          0   .   .          !
 2005.2!                         +            !!          .   0   .          !
 2005.3!                       * +            !!          0   .   .          !
 2005.4!                       +   *          !!          .   .   .0         !
 2006.1!                           + *        !!          .   .   0          !
 2006.2!                            +*        !!          .   .0  .          !
 2006.3!                            +*        !!          .   . 0 .          !
 2006.4!                             +*       !!          .   . 0 .          !
 2007.1!                             +        !!          .   0   .          !
 2007.2!                          *  +        !!          .0  .   .          !
 2007.3!                        * +           !!          .0  .   .          !
 2007.4!                         +  *         !!          .   .   0          !
 2008.1!                            +         !!          .   0   .          !
 2008.2!                           *+         !!          .  0.   .          !
 2008.3!                           +          !!          .  0.   .          !
 2008.4!                           +          !!          .   0   .          !
 2009.1!                         *+           !!          .  0.   .          !
 2009.2!                         +*           !!          .   .0  .          !
 2009.3!                        * +           !!          .0  .   .          !
 2009.4!                         +  *         !!          .   .   0          !
 2010.1!                           +*         !!          .   .0  .          !
 2010.2!                            +*        !!          .   . 0 .          !
 2010.3!                        *    +        !!        0 .   .   .          !
 2010.4!                         + *          !!          .   .  0.          !
 2011.1!                           +          !!          .  0.   .          !
 2011.2!                         * +          !!          0   .   .          !
 2011.3!                       * +            !!          0   .   .          !
 2011.4!                        +*            !!          .   . 0 .          !
 2012.1!                         *+           !!          .  0.   .          !
 2012.2!                          +           !!          .   0   .          !
 2012.3!                       *  +           !!         0.   .   .          !
 2012.4!                        +             !!          .   .0  .          !


     29.12 percent of the residuals exceed 1 SE
      4.40 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPACA=PAPX$Q/CAPMM;                                                     
 GENR LAAPACA=LOG(AAPACA+.00001);                                             
 GENR LAPACA=LOG(APACA+.00001);                                               
 LHS AAPACA=EXP(LAAPACA)-.00001;                                              
  EQ   87 LAAPACA C LAPACA(-1) PPACA;                                         
EQUATION 367  LAAPACA  
   RHS     C  LAPACA(-1)  PPACA  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  367 PLOT=0;END;                                                     

Equation number =  367
**********************

Dependent variable = LAAPACA 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -7.593725715

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.375066906       0.293194763  -4.68994     1.000000
11510 LAPACA  ( -1)       0.717595025       0.054191149  13.24192    -7.599516
11508 PPACA   (  0)      -0.628805943       0.162449395  -3.87078     1.217043

SE of equation            =     0.281759226
Sum of squared residuals  =  12.6227335       0.380033782E-10
Average absolute error    =     0.187843542
Sum of ABS residuals      =  30.4306537    
R squared                 =   0.79764
Durbin-Watson statistic   =   2.61666
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!               +*                     !!           .  .0 .           !
 1972.4!                * +                   !!           .0 .  .           !
 1973.1!                 +                    !!           .  0  .           !
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 1973.3!          *   +                       !!          0.  .  .           !
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 1975.1!          *         +                 !!     0     .  .  .           !
 1975.2!        *    +                        !!          0.  .  .           !
 1975.3!           + *                        !!           .  . 0.           !
 1975.4!             * +                      !!           .0 .  .           !
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 1977.1!       *       +                      !!       0   .  .  .           !
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 1977.4*         +                            !!     0     .  .  .           !
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 1978.4!  *      +                            !!       0   .  .  .           !
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 1980.2!            *  +                      !!           0  .  .           !
 1980.3!            *+                        !!           . 0.  .           !
 1980.4!         *   +                        !!          0.  .  .           !
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 2004.4!                        *    +        !!          0.  .  .           !
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 2007.1!                           * +        !!           . 0.  .           !
 2007.2!                         *  +         !!           .0 .  .           !
 2007.3!                           +          !!           .  0  .           !
 2007.4!                         * +          !!           .0 .  .           !
 2008.1!                          +           !!           .  0  .           !
 2008.2!                         *+           !!           . 0.  .           !
 2008.3!                         *+           !!           .  0  .           !
 2008.4!                         *+           !!           . 0.  .           !
 2009.1!                         +            !!           .  0  .           !
 2009.2!                          +           !!           .  0  .           !
 2009.3!                         *+           !!           .0 .  .           !
 2009.4!                      *   +           !!           0  .  .           !
 2010.1!                        +  *          !!           .  .  0           !
 2010.2!                           +          !!           .  0  .           !
 2010.3!                          +*          !!           .  .0 .           !
 2010.4!                        * +           !!           .0 .  .           !
 2011.1!                        +*            !!           .  0  .           !
 2011.2!                        +             !!           .  0  .           !
 2011.3!                        +             !!           .  .0 .           !
 2011.4!                       *+             !!           . 0.  .           !
 2012.1!                       +              !!           .  .0 .           !
 2012.2!                       +*             !!           .  .0 .           !
 2012.3!                       +  *           !!           .  . 0.           !
 2012.4!                       * +            !!           .0 .  .           !


     17.28 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPHCA=PHPX$Q/CAPMM;                                                     
 GENR LAAPHCA=LOG(AAPHCA+.00001);                                             
 GENR LAPHCA=LOG(APHCA+.00001);                                               
 LHS AAPHCA=EXP(LAAPHCA)-.00001;                                              
  EQ   88 LAAPHCA C LAPHCA(-1) PPHCA;                                         
EQUATION 368  LAAPHCA  
   RHS     C  LAPHCA(-1)  PPHCA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  368 PLOT=0;END;                                                     

Equation number =  368
**********************

Dependent variable = LAAPHCA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.826048469

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.935410014       0.304429557  -6.35750     1.000000
11513 LAPHCA  ( -1)       0.679354246       0.049303721  13.77896    -6.837324
11511 PPHCA   (  0)      -0.226377262       0.115826704  -1.95445     1.085238

SE of equation            =     0.307340897
Sum of squared residuals  =  17.4748090      -0.408100220E-10
Average absolute error    =     0.195773363
Sum of ABS residuals      =  36.8053923    
R squared                 =   0.59293
Durbin-Watson statistic   =   2.45538
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!         * +                          !!           .0 .  .           !
 1966.2!            * +                       !!           .0 .  .           !
 1966.3!             *  +                     !!           0  .  .           !
 1966.4*                 +                    !0           .  .  .           !
 1967.1!        +               *             !!           .  .  .          0!
 1967.2!                         +   *        !!           .  .  .0          !
 1967.3!                            +         !!           .  0  .           !
 1967.4!                           +  *       !!           .  . 0.           !
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 1968.2!                              +       !!           .  0  .           !
 1968.3!                            +  *      !!           .  . 0.           !
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 1969.2!                           +         *!!           .  .  .    0      !
 1969.3!                               * +    !!           .0 .  .           !
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 1970.4!                            *   +     !!           0  .  .           !
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 1971.2!                                 +    *!           .  .  .0          !
 1971.3!                                   + *!!           .  .0 .           !
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 2002.3!                               +    * !!           .  .  .0          !
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 2005.2!                         *  +         !!           .0 .  .           !
 2005.3!                           +*         !!           .  .0 .           !
 2005.4!                          *  +        !!           .0 .  .           !
 2006.1!                         * +          !!           .0 .  .           !
 2006.2!                         *+           !!           . 0.  .           !
 2006.3!                          + *         !!           .  .0 .           !
 2006.4!                         *  +         !!           0  .  .           !
 2007.1!                        * +           !!           . 0.  .           !
 2007.2!                     *   +            !!           0  .  .           !
 2007.3!                        +             !!           .  0  .           !
 2007.4!                     *   +            !!           0  .  .           !
 2008.1!                    *  +              !!           .0 .  .           !
 2008.2!                     * +              !!           . 0.  .           !
 2008.3!                       + *            !!           .  .0 .           !
 2008.4!                      *   +           !!           0  .  .           !
 2009.1!                      * +             !!           . 0.  .           !
 2009.2!                        +             !!           .  .0 .           !
 2009.3!                        *+            !!           . 0.  .           !
 2009.4!                       * +            !!           .0 .  .           !
 2010.1!                        +             !!           . 0.  .           !
 2010.2!                       * +            !!           . 0.  .           !
 2010.3!                        + *           !!           .  .0 .           !
 2010.4!                        * +           !!           . 0.  .           !
 2011.1!                        *+            !!           . 0.  .           !
 2011.2!                       * +            !!           .0 .  .           !
 2011.3!                        +  *          !!           .  .  0           !
 2011.4!                           +          !!           .  0  .           !
 2012.1!                         * +          !!           . 0.  .           !
 2012.2!                          +           !!           .  0  .           !
 2012.3!                          + *         !!           .  . 0.           !
 2012.4!                           *+         !!           . 0.  .           !


     15.96 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHCA=THPX$Q/CAPMM;                                                     
 GENR LAATHCA=LOG(AATHCA+.00001);                                             
 GENR LATHCA=LOG(ATHCA+.00001);                                               
 LHS AATHCA=EXP(LAATHCA)-.00001;                                              
  EQ   89 LAATHCA C LATHCA(-1) PTHCA;                                         
EQUATION 369  LAATHCA  
   RHS     C  LATHCA(-1)  PTHCA  
 SMPL 1967.1 2012.4;                                                          
Sample period is now  1967.1 to  2012.4 Internally:    61 to   244
 OLS;EST  369 PLOT=0;END;                                                     

Equation number =  369
**********************

Dependent variable = LAATHCA 

 1967.1 -   2012.4,    0 missing obs.,  184 obs. used.

Mean of dependent variable       -6.610041018

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.086752497       0.144782605   0.59919     1.000000
11516 LATHCA  ( -1)       0.913378799       0.023452086  38.94659    -6.624560
11514 PTHCA   (  0)      -0.586412139       0.173169386  -3.38635     1.101718

SE of equation            =     0.296520443
Sum of squared residuals  =  15.9143115      -0.983302328E-11
Average absolute error    =     0.177665907
Sum of ABS residuals      =  32.6905268    
R squared                 =   0.94549
Durbin-Watson statistic   =   2.27296
SMPL and No. Obs.         = 1967.1   2012.4    184

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.1!          +       *                   !!            . . .  0         !
 1967.2!                 + *                  !!            . . 0            !
 1967.3!                 *+                   !!            .0. .            !
 1967.4!              * +                     !!            0 . .            !
 1968.1!         *    +                       !!          0 . . .            !
 1968.2!        *+                            !!            .0. .            !
 1968.3!      * +                             !!            0 . .            !
 1968.4!    * +                               !!            0 . .            !
 1969.1! *  +                                 !!            0 . .            !
 1969.2!* +                                   !!            .0. .            !
 1969.3* +                                    !!            .0. .            !
 1969.4* +                                    !!            .0. .            !
 1970.1!+                                     !!            . 0 .            !
 1970.2! *+                                   !!            .0. .            !
 1970.3! * +                                  !!            .0. .            !
 1970.4!  *+                                  !!            .0. .            !
 1971.1!    +                   *             !!            . . .            0
 1971.2!                      * +             !!            0 . .            !
 1971.3!                      +   *           !!            . . .0           !
 1971.4!                       *   +          !!           0. . .            !
 1972.1!                       +   *          !!            . . 0            !
 1972.2!                     *     +          !!          0 . . .            !
 1972.3!                   * +                !!            0 . .            !
 1972.4!                   *+                 !!            .0. .            !
 1973.1!        *          +                  !!      0     . . .            !
 1973.2!       *+                             !!            .0. .            !
 1973.3!        +    *                        !!            . . . 0          !
 1973.4!    *      +                          !!         0  . . .            !
 1974.1!  + *                                 !!            . .0.            !
 1974.2!  +     *                             !!            . . . 0          !
 1974.3!        +*                            !!            . .0.            !
 1974.4!         +*                           !!            . 0 .            !
 1975.1!    *    +                            !!          0 . . .            !
 1975.2!     +                                !!            . 0 .            !
 1975.3!     +    *                           !!            . . . 0          !
 1975.4!     *     +                          !!         0  . . .            !
 1976.1!      +   *                           !!            . . .0           !
 1976.2!          *+                          !!            .0. .            !
 1976.3!           + *                        !!            . . 0            !
 1976.4!              +                       !!            . 0 .            !
 1977.1!             *+                       !!            .0. .            !
 1977.2!             *+                       !!            .0. .            !
 1977.3!          *   +                       !!           0. . .            !
 1977.4!           + *                        !!            . . 0            !
 1978.1!          *   +                       !!           0. . .            !
 1978.2!         * +                          !!            .0. .            !
 1978.3!          +    *                      !!            . . .0           !
 1978.4!              * +                     !!            .0. .            !
 1979.1!               +*                     !!            . .0.            !
 1979.2!                +*                    !!            . .0.            !
 1979.3!                 *+                   !!            .0. .            !
 1979.4!                 +   *                !!            . . 0            !
 1980.1!               *     +                !!          0 . . .            !
 1980.2!               +*                     !!            . 0 .            !
 1980.3!                +                     !!            . 0 .            !
 1980.4!                 +                    !!            . 0 .            !
 1981.1!                * +                   !!            .0. .            !
 1981.2!                 +                    !!            . 0 .            !
 1981.3!                  +                   !!            . 0 .            !
 1981.4!                   + *                !!            . .0.            !
 1982.1!                    * +               !!            .0. .            !
 1982.2!                   *  +               !!            0 . .            !
 1982.3!                   * +                !!            .0. .            !
 1982.4!                     + *              !!            . . 0            !
 1983.1!                      * +             !!            0 . .            !
 1983.2!                       +*             !!            . .0.            !
 1983.3!                         +            !!            . 0 .            !
 1983.4!                          +           !!            . 0 .            !
 1984.1!                          *+          !!            . 0 .            !
 1984.2!                           +*         !!            . 0 .            !
 1984.3!                            *+        !!            . 0 .            !
 1984.4!                             +        !!            .0. .            !
 1985.1!                           *  +       !!            0 . .            !
 1985.2!                            *+        !!            . 0 .            !
 1985.3!                            *+        !!            .0. .            !
 1985.4!                             +        !!            .0. .            !
 1986.1!                              +       !!            . 0 .            !
 1986.2!                               +      !!            . .0.            !
 1986.3!                               *+     !!            .0. .            !
 1986.4!                              * +     !!            .0. .            !
 1987.1!                               +      !!            .0. .            !
 1987.2!                               +      !!            . 0 .            !
 1987.3!                               *+     !!            . 0 .            !
 1987.4!                                +     !!            . 0 .            !
 1988.1!                                +     !!            . 0 .            !
 1988.2!                               +*     !!            . .0.            !
 1988.3!                                + *   !!            . . 0            !
 1988.4!                                 *+   !!            .0. .            !
 1989.1!                                 +    !!            . 0 .            !
 1989.2!                                 +    !!            . 0 .            !
 1989.3!                                *+    !!            .0. .            !
 1989.4!                                +     !!            . 0 .            !
 1990.1!                                +     !!            . 0 .            !
 1990.2!                                +*    !!            . .0.            !
 1990.3!                                 +*   !!            . .0.            !
 1990.4!                                 * +  !!            .0. .            !
 1991.1!                                  +   !!            . 0 .            !
 1991.2!                                 *+   !!            .0. .            !
 1991.3!                                 +    *!            . . .0           !
 1991.4!                                    * +!            .0. .            !
 1992.1!                                   *+ !!            .0. .            !
 1992.2!                                   *+ !!            . 0 .            !
 1992.3!                                   +* !!            . .0.            !
 1992.4!                                    +*!!            . .0.            !
 1993.1!                                     +!!            .0. .            !
 1993.2!                                    *+!!            .0. .            !
 1993.3!                                    + *!            . . 0            !
 1993.4!                                     +!!            .0. .            !
 1994.1!                                    + !!            . 0 .            !
 1994.2!                                   *+ !!            . 0 .            !
 1994.3!                                   + *!!            . .0.            !
 1994.4!                                     +!!            . 0 .            !
 1995.1!                                    + !!            . 0 .            !
 1995.2!                                   *+ !!            .0. .            !
 1995.3!                                   +* !!            . .0.            !
 1995.4!                                    + !!            . 0 .            !
 1996.1!                                 * +  !!            .0. .            !
 1996.2!                                 +*   !!            . .0.            !
 1996.3!                                  +*  !!            . .0.            !
 1996.4!                                  +*  !!            . 0 .            !
 1997.1!                                 *+   !!            .0. .            !
 1997.2!                                +*    !!            . 0 .            !
 1997.3!                                + *   !!            . .0.            !
 1997.4!                                  +   !!            . 0 .            !
 1998.1!                                  +   !!            . 0 .            !
 1998.2!                                 *+   !!            . 0 .            !
 1998.3!                                 + *  !!            . . 0            !
 1998.4!                                  *+  !!            .0. .            !
 1999.1!                                  +   !!            . 0 .            !
 1999.2!                                  +   !!            . 0 .            !
 1999.3!                                  + * !!            . . 0            !
 1999.4!                                    + !!            . 0 .            !
 2000.1!                                   *+ !!            .0. .            !
 2000.2!                                  *+  !!            . 0 .            !
 2000.3!                                  + * !!            . .0.            !
 2000.4!                                   *+ !!            .0. .            !
 2001.1!                                  *+  !!            .0. .            !
 2001.2!                                  + * !!            . .0.            !
 2001.3!                                    + *!            . .0.            !
 2001.4!                                     *+!            .0. .            !
 2002.1!                                   * +!!            .0. .            !
 2002.2!                                   +* !!            . 0 .            !
 2002.3!                                    +*!!            . .0.            !
 2002.4!                                     +!!            . 0 .            !
 2003.1!                                    *+!!            .0. .            !
 2003.2!                                    +*!!            . 0 .            !
 2003.3!                                    +*!!            . .0.            !
 2003.4!                                     +!!            . 0 .            !
 2004.1!                                    *+!!            . 0 .            !
 2004.2!                                    +*!!            . 0 .            !
 2004.3!                                    +*!!            . .0.            !
 2004.4!                                     +!!            . 0 .            !
 2005.1!                                   * +!!            .0. .            !
 2005.2!                                   +  !!            . 0 .            !
 2005.3!                                  + * !!            . .0.            !
 2005.4!                                   +  !!            . 0 .            !
 2006.1!                                   +  !!            . 0 .            !
 2006.2!                                   +* !!            . 0 .            !
 2006.3!                                   + *!!            . .0.            !
 2006.4!                                   *+ !!            .0. .            !
 2007.1!                                   +  !!            . 0 .            !
 2007.2!                                   +* !!            . .0.            !
 2007.3!                                   +* !!            . .0.            !
 2007.4!                                    + !!            . 0 .            !
 2008.1!                                   *+ !!            .0. .            !
 2008.2!                                   +  !!            . 0 .            !
 2008.3!                                  + * !!            . .0.            !
 2008.4!                                   +* !!            . .0.            !
 2009.1!                                   +  !!            . 0 .            !
 2009.2!                                  + * !!            . .0.            !
 2009.3!                                   + *!!            . .0.            !
 2009.4!                                   *+ !!            . 0 .            !
 2010.1!                                  +*  !!            . .0.            !
 2010.2!                                  +   !!            . 0 .            !
 2010.3!                                 + *  !!            . . 0            !
 2010.4!                                  + * !!            . .0.            !
 2011.1!                                   +  !!            . .0.            !
 2011.2!                                   +* !!            . .0.            !
 2011.3!                                   +* !!            . .0.            !
 2011.4!                                   +  !!            .0. .            !
 2012.1!                                  +   !!            . 0 .            !
 2012.2!                                 +*   !!            . .0.            !
 2012.3!                                 + *  !!            . .0.            !
 2012.4!                                  +*  !!            . .0.            !


     13.04 percent of the residuals exceed 1 SE
      3.80 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHCA=CHPX$Q/CAPMM;                                                     
 GENR LAACHCA=LOG(AACHCA+.00001);                                             
 GENR LACHCA=LOG(ACHCA+.00001);                                               
 LHS AACHCA=EXP(LAACHCA)-.00001;                                              
  EQ   90 LAACHCA C LACHCA(-1) PCHCA;                                         
EQUATION 370  LAACHCA  
   RHS     C  LACHCA(-1)  PCHCA  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  370 PLOT=0;END;                                                     

Equation number =  370
**********************

Dependent variable = LAACHCA 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.412593345

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.293173694       0.599440261   0.48908     1.000000
11519 LACHCA  ( -1)       0.988798564       0.016583740  59.62458    -4.435682
11517 PCHCA   (  0)      -0.307508422       0.605097863  -0.50820     1.039876

SE of equation            =     0.175312169
Sum of squared residuals  =  3.78032588      -0.159062541E-09
Average absolute error    =     0.136113016
Sum of ABS residuals      =  17.1502400    
R squared                 =   0.97354
Durbin-Watson statistic   =   2.71314
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!*   +                                 !!     0   .    .    .         !
 1981.4! +*                                   !!         .    .   0.         !
 1982.1!  + *                                 !!         .    .  0 .         !
 1982.2!    +*                                !!         .    .  0 .         !
 1982.3*     +                                !0         .    .    .         !
 1982.4+     *                                !!         .    .    .       0 !
 1983.1!  *  +                                !!      0  .    .    .         !
 1983.2!  +    *                              !!         .    .    .       0 !
 1983.3!    *   +                             !!     0   .    .    .         !
 1983.4!   *+                                 !!         .  0 .    .         !
 1984.1!   +  *                               !!         .    .    0         !
 1984.2!     *+                               !!         .  0 .    .         !
 1984.3!     +                                !!         .   0.    .         !
 1984.4!  *  +                                !!        0.    .    .         !
 1985.1!  +                                   !!         .    0    .         !
 1985.2!   +                                  !!         .    0    .         !
 1985.3! * +                                  !!         . 0  .    .         !
 1985.4!  + *                                 !!         .    .    .0        !
 1986.1!    +                                 !!         .   0.    .         !
 1986.2!    +    *                            !!         .    .    .    0    !
 1986.3!     *   +                            !!      0  .    .    .         !
 1986.4!      +                               !!         .    0    .         !
 1987.1!      +*                              !!         .    .0   .         !
 1987.2!       +*                             !!         .    .  0 .         !
 1987.3!        *+                            !!         . 0  .    .         !
 1987.4!      * +                             !!        0.    .    .         !
 1988.1!     *+                               !!         .   0.    .         !
 1988.2!      +                               !!         .    0    .         !
 1988.3!    * +                               !!       0 .    .    .         !
 1988.4!    +                                 !!         .    .0   .         !
 1989.1!  *  +                                !!        0.    .    .         !
 1989.2!   +*                                 !!         .    . 0  .         !
 1989.3!    +                                 !!         .   0.    .         !
 1989.4!   *+                                 !!         .  0 .    .         !
 1990.1!   *+                                 !!         .  0 .    .         !
 1990.2!   + *                                !!         .    .    0         !
 1990.3!    * +                               !!         .0   .    .         !
 1990.4!     +*                               !!         .    .  0 .         !
 1991.1!     *+                               !!         .0   .    .         !
 1991.2!     + *                              !!         .    .   0.         !
 1991.3!       +*                             !!         .    .0   .         !
 1991.4!        +                             !!         .    0    .         !
 1992.1!     *  +                             !!     0   .    .    .         !
 1992.2!     +  *                             !!         .    .    . 0       !
 1992.3!        *+                            !!         .   0.    .         !
 1992.4!         + *                          !!         .    .    .0        !
 1993.1!           +                          !!         .   0.    .         !
 1993.2!           +  *                       !!         .    .    .0        !
 1993.3!              +*                      !!         .    .  0 .         !
 1993.4!               *+                     !!         .  0 .    .         !
 1994.1!            *  +                      !!       0 .    .    .         !
 1994.2!             +*                       !!         .    .  0 .         !
 1994.3!              +*                      !!         .    .0   .         !
 1994.4!               +*                     !!         .    . 0  .         !
 1995.1!            *   +                     !!    0    .    .    .         !
 1995.2!            +  *                      !!         .    .    .0        !
 1995.3!               +*                     !!         .    . 0  .         !
 1995.4!               *+                     !!         .  0 .    .         !
 1996.1!           *   +                      !!    0    .    .    .         !
 1996.2!           +  *                       !!         .    .    . 0       !
 1996.3!               +*                     !!         .    .  0 .         !
 1996.4!                +*                    !!         .    .0   .         !
 1997.1!             *   +                    !!    0    .    .    .         !
 1997.2!             + *                      !!         .    .    0         !
 1997.3!                +                     !!         .    0    .         !
 1997.4!               *+                     !!         .   0.    .         !
 1998.1!             *  +                     !!        0.    .    .         !
 1998.2!             + *                      !!         .    .    0         !
 1998.3!                +*                    !!         .    .   0.         !
 1998.4!                 *+                   !!         .   0.    .         !
 1999.1!               * +                    !!         0    .    .         !
 1999.2!               +*                     !!         .    .0   .         !
 1999.3!                + *                   !!         .    .  0 .         !
 1999.4!                  +                   !!         .    0    .         !
 2000.1!                 *+                   !!         .  0 .    .         !
 2000.2!                  +*                  !!         .    .  0 .         !
 2000.3!                   +*                 !!         .    . 0  .         !
 2000.4!                  * +                 !!         .0   .    .         !
 2001.1!                  +                   !!         .   0.    .         !
 2001.2!                  + *                 !!         .    .   0.         !
 2001.3!                    +*                !!         .    .  0 .         !
 2001.4!                    *+                !!         .0   .    .         !
 2002.1!                    +*                !!         .    . 0  .         !
 2002.2!                     +*               !!         .    .  0 .         !
 2002.3!                      + *             !!         .    .   0.         !
 2002.4!                       *+             !!         .  0 .    .         !
 2003.1!                       +              !!         .   0.    .         !
 2003.2!                       + *            !!         .    .   0.         !
 2003.3!                         +*           !!         .    .   0.         !
 2003.4!                         * +          !!         .  0 .    .         !
 2004.1!                          +           !!         .    0    .         !
 2004.2!                          + *         !!         .    .    0         !
 2004.3!                            +*        !!         .    .  0 .         !
 2004.4!                             *+       !!         .   0.    .         !
 2005.1!                             +        !!         .   0.    .         !
 2005.2!                             + *      !!         .    .   0.         !
 2005.3!                               +*     !!         .    .  0 .         !
 2005.4!                               *+     !!         .  0 .    .         !
 2006.1!                               +      !!         .   0.    .         !
 2006.2!                               +*     !!         .    .  0 .         !
 2006.3!                                 +*   !!         .    .   0.         !
 2006.4!                                 *+   !!         .  0 .    .         !
 2007.1!                                 *+   !!         .   0.    .         !
 2007.2!                                 + *  !!         .    .   0.         !
 2007.3!                                   +* !!         .    .0   .         !
 2007.4!                                  * + !!         .0   .    .         !
 2008.1!                                 *+   !!         .  0 .    .         !
 2008.2!                                 +*   !!         .    . 0  .         !
 2008.3!                                  + * !!         .    .    0         !
 2008.4!                                     +!!         .    0    .         !
 2009.1!                                   * +!!         0    .    .         !
 2009.2!                                   +  !!         .    0    .         !
 2009.3!                                   +* !!         .    .  0 .         !
 2009.4!                                   *+ !!         .  0 .    .         !
 2010.1!                                  *+  !!         . 0  .    .         !
 2010.2!                                  + * !!         .    .  0 .         !
 2010.3!                                    +*!!         .    .   0.         !
 2010.4!                                    * +!         .0   .    .         !
 2011.1!                                  * + !!         .0   .    .         !
 2011.2!                                  + * !!         .    .  0 .         !
 2011.3!                                    +*!!         .    .   0.         !
 2011.4!                                    *+!!         . 0  .    .         !
 2012.1!                                   *+ !!         . 0  .    .         !
 2012.2!                                   + *!!         .    .   0.         !
 2012.3!                                     +*!         .    .  0 .         !
 2012.4!                                     *+!         .  0 .    .         !


     24.60 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
@EQ    91 LAAARCA C LAARCA(-1) PARCA;SMPL 1966.1 2012.4;OLS;EST   91 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRCA=BRPX$Q/CAPMM;                                                     
 GENR LAABRCA=LOG(AABRCA+.00001);                                             
 GENR LABRCA=LOG(ABRCA+.00001);                                               
 LHS AABRCA=EXP(LAABRCA)-.00001;                                              
  EQ   92 LAABRCA C LABRCA(-1) PBRCA;                                         
EQUATION 371  LAABRCA  
   RHS     C  LABRCA(-1)  PBRCA  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  371 PLOT=0;END;                                                     

Equation number =  371
**********************

Dependent variable = LAABRCA 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.234400123

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.868105738       0.292155259  -2.97138     1.000000
11522 LABRCA  ( -1)       0.824472255       0.051945850  15.87176    -5.237610
11520 PBRCA   (  0)      -0.053134633       0.124156056  -0.42797     0.903928

SE of equation            =     0.226355820
Sum of squared residuals  =  6.30214577      -0.134745548E-10
Average absolute error    =     0.180137931
Sum of ABS residuals      =  22.6973794    
R squared                 =   0.67257
Durbin-Watson statistic   =   2.27222
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                   * +                !!          .  0.   .          !
 1981.4!                   +        *         !!          .   .   .  0       !
 1982.1!                           +*         !!          .   .0  .          !
 1982.2!                      *    +          !!          .0  .   .          !
 1982.3!                      + *             !!          .   .0  .          !
 1982.4!                 *     +              !!         0.   .   .          !
 1983.1!                  +         *         !!          .   .   .   0      !
 1983.2!                         * +          !!          . 0 .   .          !
 1983.3!                        +   *         !!          .   .   0          !
 1983.4!                    *      +          !!        0 .   .   .          !
 1984.1!                    +     *           !!          .   .   .0         !
 1984.2!                         +  *         !!          .   .  0.          !
 1984.3!                          *+          !!          .  0.   .          !
 1984.4!                         + *          !!          .   . 0 .          !
 1985.1!                    *     +           !!         0.   .   .          !
 1985.2!                    +         *       !!          .   .   .   0      !
 1985.3!                            *+        !!          .  0.   .          !
 1985.4!                          +   *       !!          .   .  0.          !
 1986.1!                             +        !!          .   .0  .          !
 1986.2!                            +       * !!          .   .   . 0        !
 1986.3!                                 +   *!!          .   .  0.          !
 1986.4!               *                  +   !0          .   .   .          !
 1987.1!                +      *              !!          .   .   .0         !
 1987.2!                      +      *        !!          .   .   . 0        !
 1987.3!                            +      *  !!          .   .   .0         !
 1987.4!                               *+     !!          .  0.   .          !
 1988.1!                             +     *  !!          .   .   .0         !
 1988.2!                                 +   *!!          .   .   0          !
 1988.3!                                  +  *!!          .   . 0 .          !
 1988.4!                                  +  *!!          .   .  0.          !
 1989.1!                               *  +   !!          . 0 .   .          !
 1989.2!                             +       *!!          .   .   . 0        !
 1989.3!                                  + * !!          .   . 0 .          !
 1989.4!                                  +   *!          .   .   0          !
 1990.1!                             *     +  !!         0.   .   .          !
 1990.2!                         *  +         !!          . 0 .   .          !
 1990.3!                        *+            !!          .  0.   .          !
 1990.4!                 *     +              !!         0.   .   .          !
 1991.1!                  +  *                !!          .   .  0.          !
 1991.2!                     +  *             !!          .   . 0 .          !
 1991.3!                  *     +             !!          0   .   .          !
 1991.4!                  *+                  !!          .   0   .          !
 1992.1!           *      +                   !!        0 .   .   .          !
 1992.2!             + *                      !!          .   .0  .          !
 1992.3!            *   +                     !!          .0  .   .          !
 1992.4!              + *                     !!          .   . 0 .          !
 1993.1!            *   +                     !!          0   .   .          !
 1993.2!             + *                      !!          .   .0  .          !
 1993.3!                +*                    !!          .   .0  .          !
 1993.4!               *  +                   !!          . 0 .   .          !
 1994.1!          *     +                     !!         0.   .   .          !
 1994.2!            +  *                      !!          .   .  0.          !
 1994.3!               *+                     !!          .  0.   .          !
 1994.4!             *  +                     !!          . 0 .   .          !
 1995.1!        *     +                       !!         0.   .   .          !
 1995.2!          +                           !!          .   0   .          !
 1995.3!            +                         !!          .   0   .          !
 1995.4!         *   +                        !!          0   .   .          !
 1996.1!     *     +                          !!         0.   .   .          !
 1996.2!        +      *                      !!          .   .   . 0        !
 1996.3!          *     +                     !!         0.   .   .          !
 1996.4!           +                          !!          .   0   .          !
 1997.1!      *      +                        !!        0 .   .   .          !
 1997.2!        + *                           !!          .   . 0 .          !
 1997.3!           *+                         !!          .  0.   .          !
 1997.4!        *   +                         !!          0   .   .          !
 1998.1!        * +                           !!          . 0 .   .          !
 1998.2!        * +                           !!          .  0.   .          !
 1998.3!          +  *                        !!          .   . 0 .          !
 1998.4!       *      +                       !!        0 .   .   .          !
 1999.1*         +                            !!      0   .   .   .          !
 1999.2!   +    *                             !!          .   .   0          !
 1999.3!          +*                          !!          .   .0  .          !
 1999.4!         *   +                        !!          .0  .   .          !
 2000.1!    *      +                          !!        0 .   .   .          !
 2000.2!     * +                              !!          . 0 .   .          !
 2000.3!       +  *                           !!          .   . 0 .          !
 2000.4!     *      +                         !!        0 .   .   .          !
 2001.1!   *   +                              !!          .0  .   .          !
 2001.2!      + *                             !!          .   .0  .          !
 2001.3!          +                           !!          .   0   .          !
 2001.4!         *  +                         !!          . 0 .   .          !
 2002.1!       *   +                          !!          .0  .   .          !
 2002.2!          +                           !!          .   .0  .          !
 2002.3!            +             *           !!          .   .   .      0   !
 2002.4!                *        +            !!       0  .   .   .          !
 2003.1!              *  +                    !!          .0  .   .          !
 2003.2!               +   *                  !!          .   .  0.          !
 2003.3!                  *+                  !!          .  0.   .          !
 2003.4!                   +                  !!          .   .0  .          !
 2004.1!                  * +                 !!          .  0.   .          !
 2004.2!               *  +                   !!          .0  .   .          !
 2004.3!               +     *                !!          .   .   0          !
 2004.4!                    +                 !!          .   0   .          !
 2005.1!              *     +                 !!          0   .   .          !
 2005.2!               +     *                !!          .   .   .0         !
 2005.3!                     +      *         !!          .   .   . 0        !
 2005.4!                           +*         !!          .   .0  .          !
 2006.1!                     *    +           !!         0.   .   .          !
 2006.2!                    + *               !!          .   . 0 .          !
 2006.3!                      +      *        !!          .   .   . 0        !
 2006.4!                       *   +          !!          0   .   .          !
 2007.1!                      +               !!          .   0   .          !
 2007.2!                   * +                !!          . 0 .   .          !
 2007.3!                   +     *            !!          .   .   0          !
 2007.4!                       +*             !!          .   .0  .          !
 2008.1!             *         +              !!      0   .   .   .          !
 2008.2!            * +                       !!          . 0 .   .          !
 2008.3!             +                        !!          .   0   .          !
 2008.4!             + *                      !!          .   .0  .          !
 2009.1!                +                     !!          .   0   .          !
 2009.2!                 +   *                !!          .   .   0          !
 2009.3!                     + *              !!          .   . 0 .          !
 2009.4!                    * +               !!          . 0 .   .          !
 2010.1!                *   +                 !!          .0  .   .          !
 2010.2!                 +  *                 !!          .   .  0.          !
 2010.3!                    + *               !!          .   . 0 .          !
 2010.4!                     +   *            !!          .   .  0.          !
 2011.1!                  *    +              !!          0   .   .          !
 2011.2!                  +   *               !!          .   .   0          !
 2011.3!                     +    *           !!          .   .   0          !
 2011.4!                      *  +            !!          . 0 .   .          !
 2012.1!                *    +                !!          0   .   .          !
 2012.2!                +   *                 !!          .   .  0.          !
 2012.3!                    +*                !!          .   .0  .          !
 2012.4!                     +         *      !!          .   .   .   0      !


     31.75 percent of the residuals exceed 1 SE
      3.97 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCECA=CEPX$Q/CAPMM;                                                     
 GENR LAACECA=LOG(AACECA+.00001);                                             
 GENR LACECA=LOG(ACECA+.00001);                                               
 LHS AACECA=EXP(LAACECA)-.00001;                                              
  EQ   93 LAACECA C LACECA(-1) PCECA;                                         
EQUATION 372  LAACECA  
   RHS     C  LACECA(-1)  PCECA  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST  372 PLOT=0;END;                                                     

Equation number =  372
**********************

Dependent variable = LAACECA 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -7.222636533

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.936955661       0.770621988   1.21584     1.000000
11525 LACECA  ( -1)       0.633226503       0.058547578  10.81559    -7.245206
11523 PCECA   (  0)      -3.297591093       0.894016551  -3.68851     1.083135

SE of equation            =     0.760155896
Sum of squared residuals  =  103.432820       0.802646838E-11
Average absolute error    =     0.528749418
Sum of ABS residuals      =  96.2323941    
R squared                 =   0.63305
Durbin-Watson statistic   =   2.37787
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3! *  +                                 !!          . 0 .   .          !
 1967.4! *  +                                 !!          . 0 .   .          !
 1968.1!*  +                                  !!          .  0.   .          !
 1968.2!* +                                   !!          .  0.   .          !
 1968.3!* +                                   !!          .  0.   .          !
 1968.4*  +                                   !!          .  0.   .          !
 1969.1!  +*                                  !!          .   0   .          !
 1969.2!   * +                                !!          .  0.   .          !
 1969.3!   *+                                 !!          .  0.   .          !
 1969.4!   *+                                 !!          .  0.   .          !
 1970.1*    +                                 !!          .0  .   .          !
 1970.2*   +                                  !!          . 0 .   .          !
 1970.3*   +                                  !!          . 0 .   .          !
 1970.4*   +                                  !!          . 0 .   .          !
 1971.1!  +           *                       !!          .   .   .  0       !
 1971.2!             +*                       !!          .   .0  .          !
 1971.3!              +                       !!          .   0   .          !
 1971.4!              +                       !!          .   0   .          !
 1972.1!   *          +                       !!       0  .   .   .          !
 1972.2!   *    +                             !!          .0  .   .          !
 1972.3!   *    +                             !!          .0  .   .          !
 1972.4!  *    +                              !!          .0  .   .          !
 1973.1!        +               *             !!          .   .   .     0    !
 1973.2!                     +  *             !!          .   .0  .          !
 1973.3!                     + *              !!          .   . 0 .          !
 1973.4!                   +  *               !!          .   . 0 .          !
 1974.1!                 +             *      !!          .   .   .    0     !
 1974.2!                           +   *      !!          .   . 0 .          !
 1974.3!                         +    *       !!          .   .  0.          !
 1974.4!                        +    *        !!          .   .  0.          !
 1975.1!                     *  +             !!          . 0 .   .          !
 1975.2!                   +*                 !!          .   .0  .          !
 1975.3!                   +*                 !!          .   .0  .          !
 1975.4!                   +*                 !!          .   .0  .          !
 1976.1!                   +   *              !!          .   . 0 .          !
 1976.2!                    + *               !!          .   .0  .          !
 1976.3!                    + *               !!          .   .0  .          !
 1976.4!                    + *               !!          .   .0  .          !
 1977.1!                    *+                !!          .   0   .          !
 1977.2!                   +*                 !!          .   .0  .          !
 1977.3!                   +*                 !!          .   .0  .          !
 1977.4!                    +                 !!          .   0   .          !
 1978.1!                    +                 !!          .   0   .          !
 1978.2!           *         +                !!        0 .   .   .          !
 1978.3!               +      *               !!          .   .   0          !
 1978.4!              *       +               !!         0.   .   .          !
 1979.1!    *            +                    !!      0   .   .   .          !
 1979.2!          +        *                  !!          .   .   .0         !
 1979.3!                    +        *        !!          .   .   .0         !
 1979.4!  *                        +          !0          .   .   .          !
 1980.1!          +                     *     !!          .   .   .        0 !
 1980.2!      *                      +        !!0         .   .   .          !
 1980.3!            +     *                   !!          .   .   0          !
 1980.4!                    +         *       !!          .   .   . 0        !
 1981.1!                      *    +          !!          .0  .   .          !
 1981.2!                    * +               !!          .  0.   .          !
 1981.3!                    +          *      !!          .   .   .  0       !
 1981.4!                           +          !!          .   0   .          !
 1982.1!                        + *           !!          .   .0  .          !
 1982.2!                     *  +             !!          . 0 .   .          !
 1982.3!                     +*               !!          .   .0  .          !
 1982.4!                     +         *      !!          .   .   . 0        !
 1983.1!                   *       +          !!         0.   .   .          !
 1983.2!                    + *               !!          .   .0  .          !
 1983.3!                       +    *         !!          .   .  0.          !
 1983.4!                          +           !!          .   0   .          !
 1984.1!                 *      +             !!         0.   .   .          !
 1984.2!                  +*                  !!          .   0   .          !
 1984.3!                    +  *              !!          .   . 0 .          !
 1984.4!       *              +               !!     0    .   .   .          !
 1985.1!   *        +                         !!        0 .   .   .          !
 1985.2!         +                *           !!          .   .   .     0    !
 1985.3!                        +*            !!          .   0   .          !
 1985.4!                        +    *        !!          .   .  0.          !
 1986.1!                  *       +           !!         0.   .   .          !
 1986.2!                   + *                !!          .   .0  .          !
 1986.3!                      +       *       !!          .   .   .0         !
 1986.4!         *                  +         !!  0       .   .   .          !
 1987.1!           *   +                      !!          . 0 .   .          !
 1987.2!                 +         *          !!          .   .   . 0        !
 1987.3!                         * +          !!          .  0.   .          !
 1987.4!                    *     +           !!          .0  .   .          !
 1988.1!                 *     +              !!          .0  .   .          !
 1988.2!                     +*               !!          .   .0  .          !
 1988.3!                    *   +             !!          . 0 .   .          !
 1988.4!             *        +               !!        0 .   .   .          !
 1989.1!            *     +                   !!          0   .   .          !
 1989.2!                 +                    !!          .   0   .          !
 1989.3!                    +   *             !!          .   . 0 .          !
 1989.4!                      *  +            !!          . 0 .   .          !
 1990.1!              *         +             !!        0 .   .   .          !
 1990.2!                   +*                 !!          .   .0  .          !
 1990.3!                   *  +               !!          . 0 .   .          !
 1990.4!                   *   +              !!          . 0 .   .          !
 1991.1!               *      +               !!          0   .   .          !
 1991.2!                    +                 !!          .   0   .          !
 1991.3!                   *  +               !!          . 0 .   .          !
 1991.4!                 *    +               !!          .0  .   .          !
 1992.1!                     + *              !!          .   .0  .          !
 1992.2!                   *    +             !!          0   .   .          !
 1992.3!                     *+               !!          .  0.   .          !
 1992.4!                   *   +              !!          .0  .   .          !
 1993.1!                     +*               !!          .   0   .          !
 1993.2!                *      +              !!         0.   .   .          !
 1993.3!                  *+                  !!          .  0.   .          !
 1993.4!               *     +                !!          .0  .   .          !
 1994.1!              *    +                  !!          .0  .   .          !
 1994.2!              *   +                   !!          . 0 .   .          !
 1994.3!                  +    *              !!          .   .  0.          !
 1994.4!                   *    +             !!          .0  .   .          !
 1995.1!                     +                !!          .   0   .          !
 1995.2!                   *   +              !!          .0  .   .          !
 1995.3!                     +*               !!          .   0   .          !
 1995.4!                  *    +              !!          .0  .   .          !
 1996.1!                    *+                !!          .  0.   .          !
 1996.2!                      +   *           !!          .   . 0 .          !
 1996.3!                    *     +           !!          .0  .   .          !
 1996.4!                      + *             !!          .   .0  .          !
 1997.1!                *       +             !!         0.   .   .          !
 1997.2!                   +   *              !!          .   . 0 .          !
 1997.3!                       *+             !!          .  0.   .          !
 1997.4!                     * +              !!          .  0.   .          !
 1998.1!                      +*              !!          .   .0  .          !
 1998.2!                     *  +             !!          . 0 .   .          !
 1998.3!                     *+               !!          .  0.   .          !
 1998.4!                      *+              !!          .   0   .          !
 1999.1!                       +              !!          .   0   .          !
 1999.2!                        +             !!          .   0   .          !
 1999.3!                  *      +            !!          0   .   .          !
 1999.4!                     +  *             !!          .   . 0 .          !
 2000.1!                     *   +            !!          . 0 .   .          !
 2000.2!                      +  *            !!          .   .0  .          !
 2000.3!                        +*            !!          .   0   .          !
 2000.4!                        + *           !!          .   .0  .          !
 2001.1!                         +            !!          .   0   .          !
 2001.2!                        +*            !!          .   .0  .          !
 2001.3!                         + *          !!          .   .0  .          !
 2001.4!                        *+            !!          .  0.   .          !
 2002.1!                        +  *          !!          .   . 0 .          !
 2002.2!                        * +           !!          .  0.   .          !
 2002.3!                        +*            !!          .   .0  .          !
 2002.4!                         +            !!          .   0   .          !
 2003.1!                       *+             !!          .  0.   .          !
 2003.2!                       +     *        !!          .   .   0          !
 2003.3!                           +  *       !!          .   . 0 .          !
 2003.4!                            +  *      !!          .   . 0 .          !
 2004.1!                             +*       !!          .   .0  .          !
 2004.2!                            +     *   !!          .   .   0          !
 2004.3!                               +  *   !!          .   .0  .          !
 2004.4!                               +  *   !!          .   . 0 .          !
 2005.1!                             * +      !!          .  0.   .          !
 2005.2!                            +        *!!          .   .   .0         !
 2005.3!                                 +*   !!          .   .0  .          !
 2005.4!                               +    * !!          .   .  0.          !
 2006.1!                                +*    !!          .   .0  .          !
 2006.2!                               +     *!!          .   .   0          !
 2006.3!                                 +  * !!          .   . 0 .          !
 2006.4!                                + *   !!          .   .0  .          !
 2007.1!                               +    * !!          .   .  0.          !
 2007.2!                                + *   !!          .   .0  .          !
 2007.3!                              *+      !!          .  0.   .          !
 2007.4!                             +      * !!          .   .   0          !
 2008.1!                                 +  * !!          .   . 0 .          !
 2008.2!                                 +  * !!          .   . 0 .          !
 2008.3!                                *+    !!          .   0   .          !
 2008.4!                             *+       !!          .   0   .          !
 2009.1!                            +    *    !!          .   .  0.          !
 2009.2!                              +    *  !!          .   .  0.          !
 2009.3!                                +  *  !!          .   . 0 .          !
 2009.4!                                +     *!          .   .   0          !
 2010.1!                                  + * !!          .   .0  .          !
 2010.2!                                 +*   !!          .   .0  .          !
 2010.3!                               + *    !!          .   .0  .          !
 2010.4!                              +  *    !!          .   . 0 .          !
 2011.1!                               +   *  !!          .   . 0 .          !
 2011.2!                                +    *!!          .   .  0.          !
 2011.3!                                 +*   !!          .   0   .          !
 2011.4!                               +*     !!          .   .0  .          !
 2012.1!                              +   *   !!          .   .  0.          !
 2012.2!                               +*     !!          .   0   .          !
 2012.3!                             +  *     !!          .   . 0 .          !
 2012.4!                              +  *    !!          .   . 0 .          !


     19.78 percent of the residuals exceed 1 SE
      5.49 percent of the residuals exceed 2 SE
@@EQ   94 LAAMECA C LAMECA(-1) PMECA;SMPL 1997.3 2012.4;OLS;EST   94 PLOT=0;EN
@EQ    95 LAAPECA C LAPECA(-1) PPECA;SMPL 1981.3 2012.4;OLS;EST   95 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTUCA=TUPX$/CAPMM;                                                      
 GENR LAATUCA=LOG(AATUCA+.00001);                                             
 GENR LATUCA=LOG(ATUCA+.00001);                                               
 LHS AATUCA=EXP(LAATUCA)-.00001;                                              
  EQ   96 LAATUCA C LATUCA(-1) PTUCA;                                         
EQUATION 373  LAATUCA  
   RHS     C  LATUCA(-1)  PTUCA  
 SMPL 1980.2 2012.4;                                                          
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
 OLS;EST  373 PLOT=0;END;                                                     

Equation number =  373
**********************

Dependent variable = LAATUCA 

 1980.2 -   2012.4,    0 missing obs.,  131 obs. used.

Mean of dependent variable       -7.381008736

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       1.656386711       1.308105243   1.26625     1.000000
11528 LATUCA  ( -1)       0.790659073       0.058545936  13.50494    -7.401519
11526 PTUCA   (  0)      -3.058058740       1.497077531  -2.04269     1.041614

SE of equation            =     0.378570988
Sum of squared residuals  =  18.3444471       0.389321464E-09
Average absolute error    =     0.276221005
Sum of ABS residuals      =  36.1849516    
R squared                 =   0.76154
Durbin-Watson statistic   =   2.44192
SMPL and No. Obs.         = 1980.2   2012.4    131

Plot of actual(*) and fitted(+) values and residuals(0)


 1980.2!   *         +                        !!    0     .   .   .          !
 1980.3*       +                              !!     0    .   .   .          !
 1980.4!   +             *                    !!          .   .   .          0
 1981.1!          *      +                    !!      0   .   .   .          !
 1981.2!       *   +                          !!         0.   .   .          !
 1981.3!     *  +                             !!          .0  .   .          !
 1981.4!       +     *                        !!          .   .   .  0       !
 1982.1!            *+                        !!          . 0 .   .          !
 1982.2!          *  +                        !!          .0  .   .          !
 1982.3!        *  +                          !!          .0  .   .          !
 1982.4!          +     *                     !!          .   .   .  0       !
 1983.1!           *    +                     !!        0 .   .   .          !
 1983.2!           *+                         !!          .  0.   .          !
 1983.3!         *   +                        !!         0.   .   .          !
 1983.4!           +   *                      !!          .   .   0          !
 1984.1!             * +                      !!          . 0 .   .          !
 1984.2!          *   +                       !!          0   .   .          !
 1984.3!        *   +                         !!          0   .   .          !
 1984.4!          +            *              !!          .   .   .          0
 1985.1!            *         +               !!    0     .   .   .          !
 1985.2!             +                        !!          .   0   .          !
 1985.3!              +      *                !!          .   .   .   0      !
 1985.4!                 *   +                !!          0   .   .          !
 1986.1!                  + *                 !!          .   . 0 .          !
 1986.2!                    +*                !!          .   .0  .          !
 1986.3!                     +   *            !!          .   .   0          !
 1986.4!                       *+             !!          . 0 .   .          !
 1987.1!                        + *           !!          .   .  0.          !
 1987.2!                      *   +           !!         0.   .   .          !
 1987.3!                       +              !!          .   0   .          !
 1987.4!                        +*            !!          .   .0  .          !
 1988.1!                     *    +           !!         0.   .   .          !
 1988.2!                    *  +              !!          .0  .   .          !
 1988.3!                     +*               !!          .   .0  .          !
 1988.4!                       +   *          !!          .   .   0          !
 1989.1!                        *  +          !!          0   .   .          !
 1989.2!                      * +             !!          .0  .   .          !
 1989.3!                      +*              !!          .   0   .          !
 1989.4!                        +*            !!          .   .0  .          !
 1990.1!                       * +            !!          .0  .   .          !
 1990.2!                       +              !!          .   0   .          !
 1990.3!                      * +             !!          . 0 .   .          !
 1990.4!                       *+             !!          .  0.   .          !
 1991.1!                     *  +             !!          .0  .   .          !
 1991.2!                    * +               !!          . 0 .   .          !
 1991.3!                    * +               !!          . 0 .   .          !
 1991.4!                      +               !!          .   0   .          !
 1992.1!                     * +              !!          . 0 .   .          !
 1992.2!                   *  +               !!          0   .   .          !
 1992.3!                    *+                !!          .   0   .          !
 1992.4!                      +               !!          .   0   .          !
 1993.1!                  *    +              !!        0 .   .   .          !
 1993.2!                  * +                 !!          .  0.   .          !
 1993.3!                 *  +                 !!          .0  .   .          !
 1993.4!                   + *                !!          .   . 0 .          !
 1994.1!                 *    +               !!         0.   .   .          !
 1994.2!                 * +                  !!          . 0 .   .          !
 1994.3!                  +      *            !!          .   .   .   0      !
 1994.4!                        *+            !!          .  0.   .          !
 1995.1!                    *    +            !!         0.   .   .          !
 1995.2!                     + *              !!          .   . 0 .          !
 1995.3!                       +*             !!          .   .0  .          !
 1995.4!                        *+            !!          .  0.   .          !
 1996.1!                        +*            !!          .   .0  .          !
 1996.2!                    *    +            !!          0   .   .          !
 1996.3!                      +*              !!          .   .0  .          !
 1996.4!                       *+             !!          .   0   .          !
 1997.1!                  *     +             !!        0 .   .   .          !
 1997.2!                    +   *             !!          .   .   .0         !
 1997.3!                        +             !!          .   0   .          !
 1997.4!                        +             !!          .   0   .          !
 1998.1!                        +*            !!          .   . 0 .          !
 1998.2!                         +            !!          .   0   .          !
 1998.3!                        + *           !!          .   . 0 .          !
 1998.4!                         *+           !!          .  0.   .          !
 1999.1!                       * +            !!          . 0 .   .          !
 1999.2!                       +              !!          .   0   .          !
 1999.3!                       +   *          !!          .   .   0          !
 1999.4!                        * +           !!          .0  .   .          !
 2000.1!                      * +             !!          . 0 .   .          !
 2000.2!                      +    *          !!          .   .   .0         !
 2000.3!                          +*          !!          .   .0  .          !
 2000.4!                       *  +           !!          0   .   .          !
 2001.1!                      +*              !!          .   .0  .          !
 2001.2!                       +*             !!          .   . 0 .          !
 2001.3!                        +  *          !!          .   .   0          !
 2001.4!                          +           !!          .   0   .          !
 2002.1!                        *+            !!          .  0.   .          !
 2002.2!                       +       *      !!          .   .   .   0      !
 2002.3!                             +        !!          .  0.   .          !
 2002.4!                           + *        !!          .   . 0 .          !
 2003.1!                          *+          !!          . 0 .   .          !
 2003.2!                         + *          !!          .   .0  .          !
 2003.3!                          + *         !!          .   .  0.          !
 2003.4!                           +*         !!          .   0   .          !
 2004.1!                           + *        !!          .   .  0.          !
 2004.2!                             +*       !!          .   .0  .          !
 2004.3!                             + *      !!          .   . 0 .          !
 2004.4!                              +*      !!          .   .0  .          !
 2005.1!                              *+      !!          .   0   .          !
 2005.2!                             + *      !!          .   . 0 .          !
 2005.3!                             *+       !!          .  0.   .          !
 2005.4!                            + *       !!          .   .0  .          !
 2006.1!                            *+        !!          .  0.   .          !
 2006.2!                            +  *      !!          .   .  0.          !
 2006.3!                              +       !!          .   0   .          !
 2006.4!                             +        !!          .   0   .          !
 2007.1!                          * +         !!          . 0 .   .          !
 2007.2!                          + *         !!          .   .0  .          !
 2007.3!                            +*        !!          .   . 0 .          !
 2007.4!                             +        !!          .   0   .          !
 2008.1!                          *  +        !!          0   .   .          !
 2008.2!                           +*         !!          .   .0  .          !
 2008.3!                            +  *      !!          .   .  0.          !
 2008.4!                              +     * !!          .   .   . 0        !
 2009.1!                           *      +   !!       0  .   .   .          !
 2009.2!                           + *        !!          .   . 0 .          !
 2009.3!                             +*       !!          .   . 0 .          !
 2009.4!                             *+       !!          .  0.   .          !
 2010.1!                             +        !!          .   0   .          !
 2010.2!                             + *      !!          .   .  0.          !
 2010.3!                             *+       !!          .  0.   .          !
 2010.4!                             +   *    !!          .   .   0          !
 2011.1!                                +*    !!          .   .0  .          !
 2011.2!                                +  *  !!          .   .  0.          !
 2011.3!                                  +*  !!          .   . 0 .          !
 2011.4!                                  +  *!!          .   .   0          !
 2012.1!                                   + *!!          .   . 0 .          !
 2012.2!                                   +  *!          .   .   0          !
 2012.3!                                   +  !!          .  0.   .          !
 2012.4!                                 +   *!!          .   .   0          !


     25.19 percent of the residuals exceed 1 SE
      4.58 percent of the residuals exceed 2 SE
@EQ    97 LAAPDCA C LAPDCA(-1) PPDCA;SMPL 1981.3 2012.4;OLS;EST   97 PLOT=0;EN
@@EQ   98 LAARUCA C LARUCA(-1) PRUCA;SMPL 1992.3 2012.4;OLS;EST   98 PLOT=0;EN
@@EQ   99 LAAUECA C LAUECA(-1) PUECA;SMPL 1993.4 2012.4;OLS;EST   99 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PEGCA=EGPX$/CAPMM;                                                      
 GENR LAAEGCA=LOG(AAEGCA+.00001);                                             
 GENR LAEGCA=LOG(AEGCA+.00001);                                               
 LHS AAEGCA=EXP(LAAEGCA)-.00001;                                              
  EQ  100 LAAEGCA C LAEGCA(-1) PEGCA;                                         
EQUATION 374  LAAEGCA  
   RHS     C  LAEGCA(-1)  PEGCA  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  374 PLOT=0;END;                                                     

Equation number =  374
**********************

Dependent variable = LAAEGCA 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -9.584925941

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.540882999       2.340116811  -0.23114     1.000000
11531 LAEGCA  ( -1)       0.543853151       0.074474858   7.30251    -9.584901
11529 PEGCA   (  0)      -3.684347805       2.190698357  -1.68181     1.039876

SE of equation            =     0.711600570
Sum of squared residuals  =  62.2841706       0.266915379E-10
Average absolute error    =     0.540836122
Sum of ABS residuals      =  68.1453514    
R squared                 =   0.32101
Durbin-Watson statistic   =   2.23752
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                         +         *  !!         .    .    . 0       !
 1981.4!                         +   *        !!         .    .  0 .         !
 1982.1!           *         +                !!       0 .    .    .         !
 1982.2!            + *                       !!         .    .0   .         !
 1982.3!              +     *                 !!         .    .    0         !
 1982.4!                 +       *            !!         .    .    .0        !
 1983.1*                   +                  !0         .    .    .         !
 1983.2*      +                               !!         0    .    .         !
 1983.3!       +        *                     !!         .    .    . 0       !
 1983.4!               + *                    !!         .    . 0  .         !
 1984.1!               +   *                  !!         .    . 0  .         !
 1984.2!*               +                     !!  0      .    .    .         !
 1984.3!      +        *                      !!         .    .    .0        !
 1984.4!               +                      !!         .    .0   .         !
 1985.1!           *  +                       !!         .  0 .    .         !
 1985.2!            +*                        !!         .    .0   .         !
 1985.3!            *+                        !!         .    0    .         !
 1985.4!              +*                      !!         .    .0   .         !
 1986.1!               +   *                  !!         .    .  0 .         !
 1986.2!                 +  *                 !!         .    . 0  .         !
 1986.3!               *   +                  !!         . 0  .    .         !
 1986.4!                +*                    !!         .    .0   .         !
 1987.1!                  + *                 !!         .    .0   .         !
 1987.2!                    +                 !!         .    0    .         !
 1987.3!                    +                 *!         .    .    .       0 !
 1987.4!              *               +       !!   0     .    .    .         !
 1988.1!                 +        *           !!         .    .    .0        !
 1988.2!     *                 +              !!0        .    .    .         !
 1988.3! *         +                          !!       0 .    .    .         !
 1988.4!  *       +                           !!        0.    .    .         !
 1989.1!          +       *                   !!         .    .    .0        !
 1989.2!          *       +                   !!        0.    .    .         !
 1989.3!           *  +                       !!         . 0  .    .         !
 1989.4!               + *                    !!         .    . 0  .         !
 1990.1!                  +     *             !!         .    .   0.         !
 1990.2!                *     +               !!         .0   .    .         !
 1990.3!         *        +                   !!        0.    .    .         !
 1990.4!               + *                    !!         .    .0   .         !
 1991.1!                  + *                 !!         .    .0   .         !
 1991.2!                 *  +                 !!         .  0 .    .         !
 1991.3!               *  +                   !!         .  0 .    .         !
 1991.4!                  +                   !!         .    .0   .         !
 1992.1!       *           +                  !!     0   .    .    .         !
 1992.2!  *          +                        !!      0  .    .    .         !
 1992.3!         * +                          !!         .   0.    .         !
 1992.4!              +             *         !!         .    .    .    0    !
 1993.1!        *               +             !!  0      .    .    .         !
 1993.2!             +            *           !!         .    .    .   0     !
 1993.3!  *                    +              !0         .    .    .         !
 1993.4!         +    *                       !!         .    .  0 .         !
 1994.1!                + *                   !!         .    . 0  .         !
 1994.2!                  +*                  !!         .    0    .         !
 1994.3!                  *+                  !!         .   0.    .         !
 1994.4!                  + *                 !!         .    . 0  .         !
 1995.1!                 *  +                 !!         .  0 .    .         !
 1995.2!                 *+                   !!         .   0.    .         !
 1995.3!                  +*                  !!         .    .0   .         !
 1995.4!             *     +                  !!         .0   .    .         !
 1996.1!          *     +                     !!         .0   .    .         !
 1996.2!          *   +                       !!         . 0  .    .         !
 1996.3!           *  +                       !!         .  0 .    .         !
 1996.4!              *+                      !!         .    0    .         !
 1997.1!             *  +                     !!         .  0 .    .         !
 1997.2!          *    +                      !!         .0   .    .         !
 1997.3!             +*                       !!         .    0    .         !
 1997.4!             * +                      !!         .   0.    .         !
 1998.1!               +   *                  !!         .    .  0 .         !
 1998.2!                  +*                  !!         .    0    .         !
 1998.3!                * +                   !!         .  0 .    .         !
 1998.4!                 + *                  !!         .    .0   .         !
 1999.1!                  +  *                !!         .    . 0  .         !
 1999.2!              *    +                  !!         .0   .    .         !
 1999.3!              * +                     !!         .   0.    .         !
 1999.4!                +                     !!         .    0    .         !
 2000.1!                 +     *              !!         .    .   0.         !
 2000.2!                    + *               !!         .    .0   .         !
 2000.3!                    +   *             !!         .    .  0 .         !
 2000.4!                    +   *             !!         .    .  0 .         !
 2001.1!                *    +                !!         . 0  .    .         !
 2001.2!               *+                     !!         .   0.    .         !
 2001.3!               + *                    !!         .    .0   .         !
 2001.4!               *+                     !!         .   0.    .         !
 2002.1!             * +                      !!         .  0 .    .         !
 2002.2!              +                       !!         .    0    .         !
 2002.3!               +   *                  !!         .    .  0 .         !
 2002.4!              *   +                   !!         . 0  .    .         !
 2003.1!          *    +                      !!         .0   .    .         !
 2003.2!             +       *                !!         .    .    0         !
 2003.3!       *           +                  !!     0   .    .    .         !
 2003.4!            +  *                      !!         .    . 0  .         !
 2004.1!                +    *                !!         .    .  0 .         !
 2004.2!                    +        *        !!         .    .    . 0       !
 2004.3!                         +      *     !!         .    .    0         !
 2004.4!                           +   *      !!         .    .  0 .         !
 2005.1!               *          +           !!      0  .    .    .         !
 2005.2!               * +                    !!         .   0.    .         !
 2005.3!                 +         *          !!         .    .    . 0       !
 2005.4!                    *  +              !!         .  0 .    .         !
 2006.1!           *        +                 !!       0 .    .    .         !
 2006.2!               + *                    !!         .    . 0  .         !
 2006.3!            *     +                   !!         0    .    .         !
 2006.4!            *  +                      !!         .  0 .    .         !
 2007.1!      *         +                     !!       0 .    .    .         !
 2007.2!            +                         !!         .    0    .         !
 2007.3!             *  +                     !!         .  0 .    .         !
 2007.4!            *   +                     !!         . 0  .    .         !
 2008.1!                +                     !!         .    0    .         !
 2008.2!                  +        *          !!         .    .    .0        !
 2008.3!                 *      +             !!         0    .    .         !
 2008.4!                  +          *        !!         .    .    .  0      !
 2009.1!                        +    *        !!         .    .  0 .         !
 2009.2!                        +   *         !!         .    .  0 .         !
 2009.3!                        +             !!         .    0    .         !
 2009.4!                      +            *  !!         .    .    .   0     !
 2010.1!                            +     *   !!         .    .    0         !
 2010.2!                            +         *!         .    .    .  0      !
 2010.3!                              +     * !!         .    .   0.         !
 2010.4!                             +      * !!         .    .    .0        !
 2011.1!                        *    +        !!         . 0  .    .         !
 2011.2!                      +    *          !!         .    .   0.         !
 2011.3!                        +  *          !!         .    . 0  .         !
 2011.4!                       +    *         !!         .    .  0 .         !
 2012.1!                        +       *     !!         .    .    .0        !
 2012.2!                          +         * !!         .    .    . 0       !
 2012.3!                            +     *   !!         .    .    0         !
 2012.4!                            +        *!!         .    .    . 0       !


     30.16 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PISCA=ISPX$/CAPMM;                                                      
 GENR LAAISCA=LOG(AAISCA+.00001);                                             
 GENR LAISCA=LOG(AISCA+.00001);                                               
 LHS AAISCA=EXP(LAAISCA)-.00001;                                              
  EQ  101 LAAISCA C LAISCA(-1) PISCA;                                         
EQUATION 375  LAAISCA  
   RHS     C  LAISCA(-1)  PISCA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  375 PLOT=0;END;                                                     

Equation number =  375
**********************

Dependent variable = LAAISCA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.764731167

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.436945160       0.385193206  -3.73045     1.000000
11534 LAISCA  ( -1)       0.775191161       0.046325074  16.73373    -6.767955
11532 PISCA   (  0)      -0.084246396       0.203504592  -0.41398     0.965351

SE of equation            =     0.245696897
Sum of squared residuals  =  11.1678886       0.263860045E-10
Average absolute error    =     0.165646208
Sum of ABS residuals      =  31.1414870    
R squared                 =   0.60321
Durbin-Watson statistic   =   2.42937
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                * +                   !!           .0 .  .           !
 1966.2!                 *+                   !!           . 0.  .           !
 1966.3!                 *+                   !!           . 0.  .           !
 1966.4!                  +                   !!           .  0  .           !
 1967.1*                   +                  !0           .  .  .           !
 1967.2!     + *                              !!           .  . 0.           !
 1967.3!        *  +                          !!           .0 .  .           !
 1967.4!           +*                         !!           .  0  .           !
 1968.1!          *   +                       !!           0  .  .           !
 1968.2!             +          *             !!           .  .  .    0      !
 1968.3!                        + *           !!           .  .0 .           !
 1968.4!        *                +            !! 0         .  .  .           !
 1969.1!            +      *                  !!           .  .  . 0         !
 1969.2!                *   +                 !!           0  .  .           !
 1969.3!                  +                   !!           .  0  .           !
 1969.4!                   +*                 !!           .  .0 .           !
 1970.1!                     +     *          !!           .  .  .0          !
 1970.2!                           +         *!!           .  .  .   0       !
 1970.3!                          *       +   !!        0  .  .  .           !
 1970.4!                          +   *       !!           .  .  0           !
 1971.1!                            +         !!           .  0  .           !
 1971.2!                     *     +          !!         0 .  .  .           !
 1971.3!                      +         *     !!           .  .  .   0       !
 1971.4!                              +  *    !!           .  . 0.           !
 1972.1!                               +     *!!           .  .  .0          !
 1972.2!                      *           +   !!      0    .  .  .           !
 1972.3!                       +    *         !!           .  .  .0          !
 1972.4!                           +    *     !!           .  .  .0          !
 1973.1!                       *      +       !!         0 .  .  .           !
 1973.2!                    *  +              !!           .0 .  .           !
 1973.3!                     +  *             !!           .  . 0.           !
 1973.4!                       *+             !!           . 0.  .           !
 1974.1!                       +              !!           .  0  .           !
 1974.2!                        +*            !!           .  .0 .           !
 1974.3!                       * +            !!           . 0.  .           !
 1974.4!                        + *           !!           .  . 0.           !
 1975.1!                       *  +           !!           .0 .  .           !
 1975.2!                       +*             !!           .  0  .           !
 1975.3!                        +             !!           .  0  .           !
 1975.4!                         +    *       !!           .  .  .0          !
 1976.1!                             +        !!           .  0  .           !
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 1976.3!                           * +        !!           . 0.  .           !
 1976.4!                           +*         !!           .  .0 .           !
 1977.1!                           + *        !!           .  .0 .           !
 1977.2!                         *  +         !!           .0 .  .           !
 1977.3!                         +            !!           .  0  .           !
 1977.4!                         +*           !!           .  .0 .           !
 1978.1!                        * +           !!           .0 .  .           !
 1978.2!                     *  +             !!           .0 .  .           !
 1978.3!                     *+               !!           . 0.  .           !
 1978.4!                     +                !!           .  0  .           !
 1979.1!                     *+               !!           .  0  .           !
 1979.2!                      +               !!           .  0  .           !
 1979.3!                       +*             !!           .  .0 .           !
 1979.4!                       *+             !!           . 0.  .           !
 1980.1!                    *  +              !!           .0 .  .           !
 1980.2!                     +                !!           .  .0 .           !
 1980.3!                   *  +               !!           .0 .  .           !
 1980.4!                    +  *              !!           .  . 0.           !
 1981.1!                 *     +              !!          0.  .  .           !
 1981.2!                   + *                !!           .  .0 .           !
 1981.3!                  *   +               !!           0  .  .           !
 1981.4!                   +                  !!           .  0  .           !
 1982.1!                    + *               !!           .  . 0.           !
 1982.2!                    *  +              !!           .0 .  .           !
 1982.3!                  *  +                !!           .0 .  .           !
 1982.4!              *    +                  !!          0.  .  .           !
 1983.1!                 +     *              !!           .  .  . 0         !
 1983.2!                       *+             !!           . 0.  .           !
 1983.3!                    *  +              !!           0  .  .           !
 1983.4!                    *+                !!           .  0  .           !
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 1984.3!                    *       +         !!        0  .  .  .           !
 1984.4!                     +   *            !!           .  .  0           !
 1985.1!                         + *          !!           .  . 0.           !
 1985.2!                     *     +          !!          0.  .  .           !
 1985.3!                      +   *           !!           .  .  0           !
 1985.4!                        *+            !!           . 0.  .           !
 1986.1!                         +*           !!           .  .0 .           !
 1986.2!                          +  *        !!           .  . 0.           !
 1986.3!                            +         !!           .  0  .           !
 1986.4!                          * +         !!           . 0.  .           !
 1987.1!                         *+           !!           . 0.  .           !
 1987.2!                        *+            !!           .  0  .           !
 1987.3!                        + *           !!           .  .0 .           !
 1987.4!                       *  +           !!           .0 .  .           !
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 1988.2!                       +*             !!           .  .0 .           !
 1988.3!                       *+             !!           . 0.  .           !
 1988.4!                      *+              !!           .  0  .           !
 1989.1!                       +              !!           .  0  .           !
 1989.2!                       + *            !!           .  .0 .           !
 1989.3!                        *+            !!           .  0  .           !
 1989.4!                    *   +             !!          0.  .  .           !
 1990.1!                  * +                 !!           .0 .  .           !
 1990.2!                   +                  !!           .  0  .           !
 1990.3!                    +                 !!           .  0  .           !
 1990.4!                     +                !!           .  0  .           !
 1991.1!                    * +               !!           . 0.  .           !
 1991.2!                    *+                !!           .  0  .           !
 1991.3!                  *  +                !!           .0 .  .           !
 1991.4!                  * +                 !!           . 0.  .           !
 1992.1!                 * +                  !!           .0 .  .           !
 1992.2!                * +                   !!           .0 .  .           !
 1992.3!                 *+                   !!           . 0.  .           !
 1992.4!                 * +                  !!           . 0.  .           !
 1993.1!                   +                  !!           .  0  .           !
 1993.2!                  * +                 !!           . 0.  .           !
 1993.3!                  *+                  !!           . 0.  .           !
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 1995.2!                 *  +                 !!           .0 .  .           !
 1995.3!                 *+                   !!           . 0.  .           !
 1995.4!                * +                   !!           .0 .  .           !
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 1996.2!                  +                   !!           .  0  .           !
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 1998.2!                     +  *             !!           .  . 0.           !
 1998.3!                      * +             !!           .0 .  .           !
 1998.4!                      +*              !!           .  0  .           !
 1999.1!                       +   *          !!           .  .  0           !
 1999.2!                         *+           !!           . 0.  .           !
 1999.3!                      *  +            !!           .0 .  .           !
 1999.4!                       +              !!           .  0  .           !
 2000.1!                       +*             !!           .  .0 .           !
 2000.2!                        +             !!           .  0  .           !
 2000.3!                        + *           !!           .  . 0.           !
 2000.4!                          +*          !!           .  .0 .           !
 2001.1!                          +*          !!           .  .0 .           !
 2001.2!                           +          !!           .  0  .           !
 2001.3!                          +*          !!           .  0  .           !
 2001.4!                          +*          !!           .  0  .           !
 2002.1!                          + *         !!           .  .0 .           !
 2002.2!                           +*         !!           .  .0 .           !
 2002.3!                          *+          !!           . 0.  .           !
 2002.4!                         +  *         !!           .  . 0.           !
 2003.1!                         * +          !!           . 0.  .           !
 2003.2!                         +  *         !!           .  . 0.           !
 2003.3!                           +*         !!           .  .0 .           !
 2003.4!                           +*         !!           .  .0 .           !
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 2004.3!                           *+         !!           .  0  .           !
 2004.4!                           +*         !!           .  .0 .           !
 2005.1!                           + *        !!           .  .0 .           !
 2005.2!                            +*        !!           .  .0 .           !
 2005.3!                            +*        !!           .  .0 .           !
 2005.4!                            +*        !!           .  .0 .           !
 2006.1!                            + *       !!           .  . 0.           !
 2006.2!                            + *       !!           .  .0 .           !
 2006.3!                            + *       !!           .  .0 .           !
 2006.4!                             +  *     !!           .  . 0.           !
 2007.1!                              +*      !!           .  .0 .           !
 2007.2!                              + *     !!           .  . 0.           !
 2007.3!                              + *     !!           .  .0 .           !
 2007.4!                              +  *    !!           .  . 0.           !
 2008.1!                               +*     !!           .  .0 .           !
 2008.2!                              + *     !!           .  . 0.           !
 2008.3!                              +       *!           .  .  .  0        !
 2008.4!                              *    +  !!           0  .  .           !
 2009.1!                             + *      !!           .  . 0.           !
 2009.2!                             + *      !!           .  . 0.           !
 2009.3!                           *  +       !!           .0 .  .           !
 2009.4!                          +     *     !!           .  .  . 0         !
 2010.1!                              +  *    !!           .  . 0.           !
 2010.2!                              *+      !!           . 0.  .           !
 2010.3!                            +  *      !!           .  . 0.           !
 2010.4!                              +  *    !!           .  . 0.           !
 2011.1!                               +    * !!           .  .  .0          !
 2011.2!                               * +    !!           .0 .  .           !
 2011.3!                            *+        !!           . 0.  .           !
 2011.4!                           + *        !!           .  .0 .           !
 2012.1!                            +         !!           .  .0 .           !
 2012.2!                           +  *       !!           .  . 0.           !
 2012.3!                             +   *    !!           .  .  0           !
 2012.4!                          *    +      !!          0.  .  .           !


     18.09 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ   102 LAAKECA C LAKECA(-1) PKECA;SMPL 1966.1 2012.4;OLS;EST  102 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBACA=BAPX$/CAPMM;                                                      
 GENR LAABACA=LOG(AABACA+.00001);                                             
 GENR LABACA=LOG(ABACA+.00001);                                               
 LHS AABACA=EXP(LAABACA)-.00001;                                              
  EQ  103 LAABACA C LABACA(-1) PBACA;                                         
EQUATION 376  LAABACA  
   RHS     C  LABACA(-1)  PBACA  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  376 PLOT=0;END;                                                     

Equation number =  376
**********************

Dependent variable = LAABACA 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -8.162078700

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.273005279       0.166540363  -1.63927     1.000000
11537 LABACA  ( -1)       0.935184286       0.025767656  36.29295    -8.180520
11535 PBACA   (  0)      -0.179519718       0.068959958  -2.60325     1.330102

SE of equation            =     0.237477933
Sum of squared residuals  =  8.96692721       0.313011839E-10
Average absolute error    =     0.176065232
Sum of ABS residuals      =  28.5225675    
R squared                 =   0.94145
Durbin-Watson statistic   =   2.44447
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!       +                              !!          .   0   .          !
 1972.4!      +                               !!          .   0   .          !
 1973.1!      +   *                           !!          .   .   .  0       !
 1973.2!          + *                         !!          .   .  0.          !
 1973.3!           +                          !!          .  0.   .          !
 1973.4!      *   +                           !!        0 .   .   .          !
 1974.1!      +*                              !!          .   . 0 .          !
 1974.2!      + *                             !!          .   .  0.          !
 1974.3!        +                             !!          .  0.   .          !
 1974.4!       +*                             !!          .   . 0 .          !
 1975.1!       *+                             !!          .  0.   .          !
 1975.2!       +                              !!          .  0.   .          !
 1975.3!      +*                              !!          .   0   .          !
 1975.4!     *+                               !!          .0  .   .          !
 1976.1!    + *                               !!          .   . 0 .          !
 1976.2!     + *                              !!          .   . 0 .          !
 1976.3!       +                              !!          .   .0  .          !
 1976.4!       +*                             !!          .   . 0 .          !
 1977.1!        +                             !!          .   0   .          !
 1977.2!       + *                            !!          .   .  0.          !
 1977.3!        *+                            !!          .  0.   .          !
 1977.4!        +  *                          !!          .   .   .0         !
 1978.1!          +*                          !!          .   .0  .          !
 1978.2!      *   +                           !!        0 .   .   .          !
 1978.3!  *   +                               !!        0 .   .   .          !
 1978.4!  +    *                              !!          .   .   .   0      !
 1979.1!     * +                              !!          .0  .   .          !
 1979.2!     + *                              !!          .   .   0          !
 1979.3!     * +                              !!          .0  .   .          !
 1979.4!     +                                !!          .   .0  .          !
 1980.1!    +                                 !!          .  0.   .          !
 1980.2!   + *                                !!          .   .   0          !
 1980.3!     +                                !!          .   0   .          !
 1980.4!     +*                               !!          .   .0  .          !
 1981.1!   *   +                              !!        0 .   .   .          !
 1981.2!   +*                                 !!          .   0   .          !
 1981.3!   * +                                !!          . 0 .   .          !
 1981.4!    +  *                              !!          .   .   .0         !
 1982.1!     *  +                             !!         0.   .   .          !
 1982.2!   *  +                               !!        0 .   .   .          !
 1982.3!  * +                                 !!          . 0 .   .          !
 1982.4!    +                                 !!          .   0   .          !
 1983.1!     +    *                           !!          .   .   .    0     !
 1983.2!         * +                          !!          .0  .   .          !
 1983.3!     *    +                           !!       0  .   .   .          !
 1983.4!      +  *                            !!          .   .   0          !
 1984.1!        * +                           !!          .0  .   .          !
 1984.2!      * +                             !!          .0  .   .          !
 1984.3!      *+                              !!          .  0.   .          !
 1984.4!      +   *                           !!          .   .   . 0        !
 1985.1!         +                            !!          .   0   .          !
 1985.2*        +                             !0          .   .   .          !
 1985.3!+       *                             !!          .   .   .         0!
 1985.4!         + *                          !!          .   .  0.          !
 1986.1!           +                          !!          .  0.   .          !
 1986.2!           +                          !!          .   0   .          !
 1986.3!            + *                       !!          .   .   0          !
 1986.4!           *   +                      !!       0  .   .   .          !
 1987.1!            +                         !!          .   0   .          !
 1987.2!             +  *                     !!          .   .   . 0        !
 1987.3!              *  +                    !!          0   .   .          !
 1987.4!        *      +                      !!   0      .   .   .          !
 1988.1!         +    *                       !!          .   .   .   0      !
 1988.2!          *   +                       !!       0  .   .   .          !
 1988.3!        *  +                          !!          0   .   .          !
 1988.4!         +*                           !!          .   .0  .          !
 1989.1!          *+                          !!          .  0.   .          !
 1989.2!     *     +                          !!    0     .   .   .          !
 1989.3!      +*                              !!          .   . 0 .          !
 1989.4!         +                            !!          .   .0  .          !
 1990.1!          +   *                       !!          .   .   .0         !
 1990.2!              *+                      !!          .   0   .          !
 1990.3!              *+                      !!          .  0.   .          !
 1990.4!               +                      !!          .   0   .          !
 1991.1!               *+                     !!          . 0 .   .          !
 1991.2!            *  +                      !!        0 .   .   .          !
 1991.3!         *  +                         !!         0.   .   .          !
 1991.4!           +   *                      !!          .   .   .  0       !
 1992.1!              * +                     !!          . 0 .   .          !
 1992.2!               +                      !!          .   0   .          !
 1992.3!               *+                     !!          .  0.   .          !
 1992.4!                +                     !!          .   0   .          !
 1993.1!                *+                    !!          . 0 .   .          !
 1993.2!                + *                   !!          .   . 0 .          !
 1993.3!                * +                   !!         0.   .   .          !
 1993.4!                +  *                  !!          .   .   0          !
 1994.1!                 * +                  !!          .0  .   .          !
 1994.2!                  +                   !!          .   .0  .          !
 1994.3!                  *+                  !!          . 0 .   .          !
 1994.4!                  +*                  !!          .   0   .          !
 1995.1!                  *+                  !!          . 0 .   .          !
 1995.2!                   +*                 !!          .   . 0 .          !
 1995.3!                    +                 !!          .   0   .          !
 1995.4!                     +                !!          .   .0  .          !
 1996.1!                   *  +               !!         0.   .   .          !
 1996.2!                   + *                !!          .   .  0.          !
 1996.3!                    * +               !!          . 0 .   .          !
 1996.4!                   * +                !!          .0  .   .          !
 1997.1!                 *  +                 !!          0   .   .          !
 1997.2!                 *+                   !!          .  0.   .          !
 1997.3!                 +*                   !!          .   .0  .          !
 1997.4!                   +   *              !!          .   .   .  0       !
 1998.1!                   *   +              !!        0 .   .   .          !
 1998.2!                    + *               !!          .   .  0.          !
 1998.3!                   *  +               !!          0   .   .          !
 1998.4!                   *+                 !!          .  0.   .          !
 1999.1!                   *+                 !!          . 0 .   .          !
 1999.2!                   + *                !!          .   .  0.          !
 1999.3!                    *+                !!          . 0 .   .          !
 1999.4!                 *  +                 !!         0.   .   .          !
 2000.1!                  + *                 !!          .   .   0          !
 2000.2!                     +                !!          .   .0  .          !
 2000.3!                  *  +                !!         0.   .   .          !
 2000.4!                   +  *               !!          .   .   .0         !
 2001.1!                      +               !!          .  0.   .          !
 2001.2!                     *+               !!          .  0.   .          !
 2001.3!                    * +               !!          .0  .   .          !
 2001.4!                    +                 !!          .   0   .          !
 2002.1!                    +                 !!          .  0.   .          !
 2002.2!                   *+                 !!          . 0 .   .          !
 2002.3!                  *+                  !!          .  0.   .          !
 2002.4!                   +*                 !!          .   . 0 .          !
 2003.1!                    *+                !!          .   0   .          !
 2003.2!                     +   *            !!          .   .   . 0        !
 2003.3!                         + *          !!          .   .   0          !
 2003.4!                           + *        !!          .   .   0          !
 2004.1!                          *  +        !!          0   .   .          !
 2004.2!                          + *         !!          .   .  0.          !
 2004.3!                            +*        !!          .   . 0 .          !
 2004.4!                             + *      !!          .   .  0.          !
 2005.1!                            *  +      !!         0.   .   .          !
 2005.2!                            +*        !!          .   . 0 .          !
 2005.3!                            *+        !!          .   0   .          !
 2005.4!                            + *       !!          .   . 0 .          !
 2006.1!                              +  *    !!          .   .   .0         !
 2006.2!                                +     !!          .   0   .          !
 2006.3!                             *  +     !!          0   .   .          !
 2006.4!                             +  *     !!          .   .   .0         !
 2007.1!                                +*    !!          .   . 0 .          !
 2007.2!                                *+    !!          .   0   .          !
 2007.3!                             *  +     !!         0.   .   .          !
 2007.4!                             + *      !!          .   .  0.          !
 2008.1!                              +       !!          .  0.   .          !
 2008.2!                              +       !!          .   0   .          !
 2008.3!                              +       !!          .   .0  .          !
 2008.4!                              +   *   !!          .   .   .  0       !
 2009.1!                                  +*  !!          .   . 0 .          !
 2009.2!                                   +  !!          .   .0  .          !
 2009.3!                                  *+  !!          . 0 .   .          !
 2009.4!                                 + *  !!          .   .   0          !
 2010.1!                                *  +  !!          0   .   .          !
 2010.2!                                +*    !!          .   .0  .          !
 2010.3!                                + *   !!          .   . 0 .          !
 2010.4!                                 +   *!!          .   .   . 0        !
 2011.1!                                    + !!          .   0   .          !
 2011.2!                                   + *!!          .   . 0 .          !
 2011.3!                                    + !!          .   0   .          !
 2011.4!                                    + !!          .   .0  .          !
 2012.1!                                    + !!          .   0   .          !
 2012.2!                                   +  !!          .   0   .          !
 2012.3!                                   +  !!          .   0   .          !
 2012.4!                                  +   *!          .   .   . 0        !


     29.01 percent of the residuals exceed 1 SE
      3.09 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKCA=HKPX$/CAPMM;                                                      
 GENR LAAHKCA=LOG(AAHKCA+.00001);                                             
 GENR LAHKCA=LOG(AHKCA+.00001);                                               
 LHS AAHKCA=EXP(LAAHKCA)-.00001;                                              
  EQ  104 LAAHKCA C LAHKCA(-1) PHKCA;                                         
EQUATION 377  LAAHKCA  
   RHS     C  LAHKCA(-1)  PHKCA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  377 PLOT=0;END;                                                     

Equation number =  377
**********************

Dependent variable = LAAHKCA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.098598504

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.164758536       0.077812571  -2.11738     1.000000
11540 LAHKCA  ( -1)       0.941967801       0.026851247  35.08097    -5.106586
11538 PHKCA   (  0)      -0.084750150       0.049875577  -1.69923     1.458405

SE of equation            =     0.152595241
Sum of squared residuals  =  4.30778192       0.109423581E-11
Average absolute error    =     0.081913972
Sum of ABS residuals      =  15.3998268    
R squared                 =   0.97696
Durbin-Watson statistic   =   2.16952
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!          * +                         !!           0. . .            !
 1966.2!          +*                          !!            . . 0            !
 1966.3!           +  *                       !!            . . . 0          !
 1966.4!              +                       !!            . 0 .            !
 1967.1! *            +                       !0            . . .            !
 1967.2!  + *                                 !!            . . 0            !
 1967.3!   *+                                 !!            0 . .            !
 1967.4!   +                                  !!            . 0 .            !
 1968.1!    +                                 !!            . 0 .            !
 1968.2!   *+                                 !!            0 . .            !
 1968.3! * +                                  !!           0. . .            !
 1968.4!  +*                                  !!            . .0.            !
 1969.1!  *+                                  !!            0 . .            !
 1969.2! * +                                  !!            0 . .            !
 1969.3* +                                    !!           0. . .            !
 1969.4!+*                                    !!            . . 0            !
 1970.1!  +   *                               !!            . . .  0         !
 1970.2! *     +                              !!       0    . . .            !
 1970.3! +                                    !!            . 0 .            !
 1970.4! *+                                   !!            .0. .            !
 1971.1!  +                                   !!            . 0 .            !
 1971.2!  *+                                  !!            .0. .            !
 1971.3!  *+                                  !!            .0. .            !
 1971.4*  +                                   !!          0 . . .            !
 1972.1!+                                     !!            . .0.            !
 1972.2* +                                    !!            0 . .            !
 1972.3!+*                                    !!            . . 0            !
 1972.4!* +                                   !!            .0. .            !
 1973.1! +           *                        !!            . . .           0!
 1973.2!            + *                       !!            . . 0            !
 1973.3!              +*                      !!            . .0.            !
 1973.4!              +                       !!            .0. .            !
 1974.1!            *+                        !!            .0. .            !
 1974.2!           +   *                      !!            . . .  0         !
 1974.3!            *  +                      !!           0. . .            !
 1974.4!            +  *                      !!            . . .0           !
 1975.1!                +  *                  !!            . . . 0          !
 1975.2!                   + *                !!            . . 0            !
 1975.3!                     +*               !!            . .0.            !
 1975.4!                       +  *           !!            . . . 0          !
 1976.1!                         *+           !!            .0. .            !
 1976.2!                         + *          !!            . . 0            !
 1976.3!                           +*         !!            . .0.            !
 1976.4!                            +*        !!            . . 0            !
 1977.1!                        *    +        !!        0   . . .            !
 1977.2!                        +*            !!            . .0.            !
 1977.3!                         +            !!            . .0.            !
 1977.4!                         +*           !!            . .0.            !
 1978.1!                         *+           !!            0 . .            !
 1978.2!                         +*           !!            . .0.            !
 1978.3!                         *+           !!            .0. .            !
 1978.4!                         +*           !!            . .0.            !
 1979.1!                         *+           !!            .0. .            !
 1979.2!                          +*          !!            . . 0            !
 1979.3!                           *+         !!            .0. .            !
 1979.4!                           +*         !!            . .0.            !
 1980.1!                          * +         !!            0 . .            !
 1980.2!                          +*          !!            . .0.            !
 1980.3!                           +*         !!            . .0.            !
 1980.4!                            +         !!            . 0 .            !
 1981.1!                            +         !!            . 0 .            !
 1981.2!                            +         !!            . 0 .            !
 1981.3!                            +*        !!            . .0.            !
 1981.4!                             +*       !!            . . 0            !
 1982.1!                              +*      !!            . 0 .            !
 1982.2!                               +      !!            . 0 .            !
 1982.3!                               +      !!            . .0.            !
 1982.4!                                +*    !!            . . 0            !
 1983.1!                                 +    !!            . 0 .            !
 1983.2!                                 +*   !!            . .0.            !
 1983.3!                                  +   !!            . 0 .            !
 1983.4!                                  +   !!            .0. .            !
 1984.1!                                 *+   !!            . 0 .            !
 1984.2!                                 +    !!            .0. .            !
 1984.3!                                *+    !!            .0. .            !
 1984.4!                                +     !!            . 0 .            !
 1985.1!                                +     !!            . 0 .            !
 1985.2!                               *+     !!            .0. .            !
 1985.3!                               +*     !!            . .0.            !
 1985.4!                                +*    !!            . .0.            !
 1986.1!                                 +*   !!            . .0.            !
 1986.2!                                  +   !!            . 0 .            !
 1986.3!                                  +   !!            . .0.            !
 1986.4!                                  +   !!            . 0 .            !
 1987.1!                                  +   !!            . 0 .            !
 1987.2!                                  +   !!            . 0 .            !
 1987.3!                                  +   !!            . 0 .            !
 1987.4!                                  +   !!            . 0 .            !
 1988.1!                                  +*  !!            . .0.            !
 1988.2!                                   +  !!            . 0 .            !
 1988.3!                                   +  !!            . 0 .            !
 1988.4!                                   +  !!            . .0.            !
 1989.1!                                   +  !!            . 0 .            !
 1989.2!                                   +* !!            . 0 .            !
 1989.3!                                   +* !!            . 0 .            !
 1989.4!                                    + !!            . 0 .            !
 1990.1!                                   *+ !!            .0. .            !
 1990.2!                                   +  !!            . 0 .            !
 1990.3!                                   +  !!            . 0 .            !
 1990.4!                                   +* !!            . .0.            !
 1991.1!                                    + !!            . 0 .            !
 1991.2!                                    + !!            . 0 .            !
 1991.3!                                    + !!            . 0 .            !
 1991.4!                                    +*!!            . . 0            !
 1992.1!                                     +*!            . .0.            !
 1992.2!                                      +!            . 0 .            !
 1992.3!                                     *+!            .0. .            !
 1992.4!                                     +*!            . .0.            !
 1993.1!                                     +*!            . 0 .            !
 1993.2!                                     *+!            . 0 .            !
 1993.3!                                     +*!            . .0.            !
 1993.4!                                     +!!            . 0 .            !
 1994.1!                                     +!!            . 0 .            !
 1994.2!                                    *+!!            . 0 .            !
 1994.3!                                    +*!!            . .0.            !
 1994.4!                                     +!!            . .0.            !
 1995.1!                                     +!!            . 0 .            !
 1995.2!                                     +!!            . 0 .            !
 1995.3!                                     +!!            . 0 .            !
 1995.4!                                     +!!            . 0 .            !
 1996.1!                                    *+!!            .0. .            !
 1996.2!                                    + !!            . 0 .            !
 1996.3!                                    + !!            . 0 .            !
 1996.4!                                    + !!            . 0 .            !
 1997.1!                                    + !!            . 0 .            !
 1997.2!                                    + !!            . 0 .            !
 1997.3!                                   *+ !!            .0. .            !
 1997.4!                                   +* !!            . .0.            !
 1998.1!                                   *+ !!            .0. .            !
 1998.2!                                   +* !!            . 0 .            !
 1998.3!                                    + !!            . 0 .            !
 1998.4!                                    + !!            . 0 .            !
 1999.1!                                   *+ !!            .0. .            !
 1999.2!                                   +* !!            . .0.            !
 1999.3!                                   +  !!            .0. .            !
 1999.4!                                   +* !!            . .0.            !
 2000.1!                                    + !!            . 0 .            !
 2000.2!                                   *+ !!            . 0 .            !
 2000.3!                                   +* !!            . .0.            !
 2000.4!                                    + !!            . .0.            !
 2001.1!                                   *+ !!            .0. .            !
 2001.2!                                   +  !!            . 0 .            !
 2001.3!                                   +* !!            . 0 .            !
 2001.4!                                    + !!            . 0 .            !
 2002.1!                                    + !!            . 0 .            !
 2002.2!                                    + !!            . 0 .            !
 2002.3!                                    + !!            . 0 .            !
 2002.4!                                    +*!!            . . 0            !
 2003.1!                                    *+!!            .0. .            !
 2003.2!                                    + !!            . 0 .            !
 2003.3!                                   *+ !!            .0. .            !
 2003.4!                                   +  !!            . .0.            !
 2004.1!                                   +  !!            . 0 .            !
 2004.2!                                    + !!            . .0.            !
 2004.3!                                   *+ !!            0 . .            !
 2004.4!                                   +* !!            . .0.            !
 2005.1!                                    + !!            .0. .            !
 2005.2!                                   *+ !!            . 0 .            !
 2005.3!                                  * + !!            .0. .            !
 2005.4!                                   +  !!            . 0 .            !
 2006.1!                                   +  !!            . 0 .            !
 2006.2!                                   +  !!            .0. .            !
 2006.3!                                  *+  !!            .0. .            !
 2006.4!                                  +*  !!            . 0 .            !
 2007.1!                                   +  !!            . 0 .            !
 2007.2!                                  *+  !!            .0. .            !
 2007.3!                                 *+   !!            .0. .            !
 2007.4!                                 +    !!            . 0 .            !
 2008.1!                                  +   !!            . .0.            !
 2008.2!                                 *+   !!            .0. .            !
 2008.3!                                 *+   !!            . 0 .            !
 2008.4!                                  +   !!            . .0.            !
 2009.1!                                  +   !!            . 0 .            !
 2009.2!                                  *+  !!            .0. .            !
 2009.3!                                 *+   !!            0 . .            !
 2009.4!                                *+    !!            . 0 .            !
 2010.1!                                *+    !!            .0. .            !
 2010.2!                                +*    !!            . .0.            !
 2010.3!                                *+    !!            0 . .            !
 2010.4!                                +     !!            . 0 .            !
 2011.1!                                +     !!            .0. .            !
 2011.2!                               *+     !!            .0. .            !
 2011.3!                              * +     !!            .0. .            !
 2011.4!                               +      !!            . 0 .            !
 2012.1!                               +      !!            . 0 .            !
 2012.2!                              *+      !!            .0. .            !
 2012.3!                             *+       !!            .0. .            !
 2012.4!                              +       !!            . 0 .            !


     10.64 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSICA=SIPX$/CAPMM;                                                      
 GENR LAASICA=LOG(AASICA+.00001);                                             
 GENR LASICA=LOG(ASICA+.00001);                                               
 LHS AASICA=EXP(LAASICA)-.00001;                                              
  EQ  105 LAASICA C LASICA(-1) PSICA;                                         
EQUATION 378  LAASICA  
   RHS     C  LASICA(-1)  PSICA  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST  378 PLOT=0;END;                                                     

Equation number =  378
**********************

Dependent variable = LAASICA 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -6.241020040

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.930566155       0.217947900  -4.26967     1.000000
11543 LASICA  ( -1)       0.795116382       0.044297607  17.94942    -6.248231
11541 PSICA   (  0)      -0.241298586       0.074745202  -3.22828     1.418919

SE of equation            =     0.241726096
Sum of squared residuals  =  10.2255135       0.246114240E-11
Average absolute error    =     0.163179354
Sum of ABS residuals      =  29.0459250    
R squared                 =   0.81947
Durbin-Watson statistic   =   2.32067
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3!          +                           !!          .   0   .          !
 1968.4!          +                           !!          .  0.   .          !
 1969.1!          +                           !!          .   0   .          !
 1969.2!           +                          !!          .   0   .          !
 1969.3!           +                          !!          .  0.   .          !
 1969.4!          *+                          !!          .  0.   .          !
 1970.1!           +                          !!          .   0   .          !
 1970.2!          *+                          !!          . 0 .   .          !
 1970.3!          *+                          !!          .  0.   .          !
 1970.4!          *+                          !!          .   0   .          !
 1971.1!          *+                          !!          . 0 .   .          !
 1971.2!          *+                          !!          .  0.   .          !
 1971.3!          *+                          !!          .  0.   .          !
 1971.4!          *+                          !!          . 0 .   .          !
 1972.1!      *    +                          !!       0  .   .   .          !
 1972.2*        +                             !!0         .   .   .          !
 1972.3!  +*                                  !!          .   .0  .          !
 1972.4!  *  +                                !!         0.   .   .          !
 1973.1!     +    *                           !!          .   .   .   0      !
 1973.2!           + *                        !!          .   . 0 .          !
 1973.3!             +  *                     !!          .   .   .0         !
 1973.4!          *     +                     !!      0   .   .   .          !
 1974.1!           +     *                    !!          .   .   .    0     !
 1974.2!              *  +                    !!          0   .   .          !
 1974.3!              +                       !!          .   0   .          !
 1974.4!              +                       !!          .  0.   .          !
 1975.1!             *+                       !!          .  0.   .          !
 1975.2!         *   +                        !!       0  .   .   .          !
 1975.3!          +   *                       !!          .   .   . 0        !
 1975.4!              +                       !!          .  0.   .          !
 1976.1!             *+                       !!          .  0.   .          !
 1976.2!              +  *                    !!          .   .   0          !
 1976.3!                + *                   !!          .   .  0.          !
 1976.4!                 +*                   !!          .   .0  .          !
 1977.1!                 +                    !!          .  0.   .          !
 1977.2!               * +                    !!          . 0 .   .          !
 1977.3!               +   *                  !!          .   .   .0         !
 1977.4!                 *+                   !!          . 0 .   .          !
 1978.1!                 +                    !!          .   0   .          !
 1978.2!               * +                    !!          . 0 .   .          !
 1978.3!               + *                    !!          .   . 0 .          !
 1978.4!                 +*                   !!          .   . 0 .          !
 1979.1!                  +                   !!          .   0   .          !
 1979.2!                 +*                   !!          .   .0  .          !
 1979.3!                 *+                   !!          .  0.   .          !
 1979.4!                +*                    !!          .   . 0 .          !
 1980.1!                 +                    !!          .   0   .          !
 1980.2!               *+                     !!          .  0.   .          !
 1980.3!               +*                     !!          .   . 0 .          !
 1980.4!                +*                    !!          .   . 0 .          !
 1981.1!                +                     !!          .   0   .          !
 1981.2!               + *                    !!          .   . 0 .          !
 1981.3!                +      *              !!          .   .   .      0   !
 1981.4!               *     +                !!     0    .   .   .          !
 1982.1!               +                      !!          .  0.   .          !
 1982.2!               +       *              !!          .   .   .        0 !
 1982.3!               *     +                !!    0     .   .   .          !
 1982.4!             * +                      !!          . 0 .   .          !
 1983.1!              + *                     !!          .   .   0          !
 1983.2!                +  *                  !!          .   .   .0         !
 1983.3!                   +                  !!          .   0   .          !
 1983.4!                  + *                 !!          .   . 0 .          !
 1984.1!                   +                  !!          .   0   .          !
 1984.2!                 * +                  !!          . 0 .   .          !
 1984.3!                 + *                  !!          .   . 0 .          !
 1984.4!                  *+                  !!          .  0.   .          !
 1985.1!                  +                   !!          .   0   .          !
 1985.2!                * +                   !!          .0  .   .          !
 1985.3!                 +*                   !!          .   . 0 .          !
 1985.4!                * +                   !!          . 0 .   .          !
 1986.1!                 +*                   !!          .   . 0 .          !
 1986.2!                  *+                  !!          .   0   .          !
 1986.3!                   +*                 !!          .   . 0 .          !
 1986.4!                    +                 !!          .  0.   .          !
 1987.1!                   *+                 !!          .  0.   .          !
 1987.2!                   + *                !!          .   . 0 .          !
 1987.3!                    *+                !!          .  0.   .          !
 1987.4!                    +                 !!          .   0   .          !
 1988.1!                    +                 !!          .   0   .          !
 1988.2!                     + *              !!          .   .  0.          !
 1988.3!                      + *             !!          .   .  0.          !
 1988.4!                        +*            !!          .   . 0 .          !
 1989.1!                      * +             !!          .0  .   .          !
 1989.2!                      +*              !!          .   . 0 .          !
 1989.3!                       + *            !!          .   .  0.          !
 1989.4!                        +             !!          .   0   .          !
 1990.1!                       +              !!          .   0   .          !
 1990.2!                       +*             !!          .   .  0.          !
 1990.3!                        +             !!          .   .0  .          !
 1990.4!                      *+              !!          .  0.   .          !
 1991.1!                      +*              !!          .   . 0 .          !
 1991.2!                       +*             !!          .   .0  .          !
 1991.3!                       +*             !!          .   . 0 .          !
 1991.4!                      * +             !!          . 0 .   .          !
 1992.1!                      +               !!          .   0   .          !
 1992.2!                      +               !!          .   .0  .          !
 1992.3!                      +  *            !!          .   .   .0         !
 1992.4!                        +             !!          .   0   .          !
 1993.1!                      *+              !!          . 0 .   .          !
 1993.2!                     +*               !!          .   .0  .          !
 1993.3!                      +  *            !!          .   .   .0         !
 1993.4!                       *+             !!          .  0.   .          !
 1994.1!                       + *            !!          .   .  0.          !
 1994.2!                        +             !!          .   0   .          !
 1994.3!                       +*             !!          .   .0  .          !
 1994.4!                       +*             !!          .   . 0 .          !
 1995.1!                      *+              !!          . 0 .   .          !
 1995.2!                     *+               !!          .  0.   .          !
 1995.3!                     + *              !!          .   . 0 .          !
 1995.4!                      + *             !!          .   . 0 .          !
 1996.1!                  *    +              !!      0   .   .   .          !
 1996.2!                   +*                 !!          .   . 0 .          !
 1996.3!                   *+                 !!          . 0 .   .          !
 1996.4!                 * +                  !!          .0  .   .          !
 1997.1!                * +                   !!          .0  .   .          !
 1997.2!                 +                    !!          .   0   .          !
 1997.3!                  +                   !!          .   0   .          !
 1997.4!                  *+                  !!          .  0.   .          !
 1998.1!                  *+                  !!          .  0.   .          !
 1998.2!                  *+                  !!          . 0 .   .          !
 1998.3!                   +         *        !!          .   .   .          0
 1998.4!                    *       +         !!  0       .   .   .          !
 1999.1!                    *+                !!          . 0 .   .          !
 1999.2!                   *+                 !!          . 0 .   .          !
 1999.3!                  * +                 !!          . 0 .   .          !
 1999.4!                   +                  !!          .  0.   .          !
 2000.1!                   *+                 !!          .  0.   .          !
 2000.2!                  * +                 !!          . 0 .   .          !
 2000.3!                   +*                 !!          .   . 0 .          !
 2000.4!                    *+                !!          .  0.   .          !
 2001.1!                    *+                !!          . 0 .   .          !
 2001.2!                  * +                 !!          0   .   .          !
 2001.3!                *  +                  !!          0   .   .          !
 2001.4!                 *+                   !!          .  0.   .          !
 2002.1!                 * +                  !!          .0  .   .          !
 2002.2!                * +                   !!          .0  .   .          !
 2002.3!                  +                   !!          .   .0  .          !
 2002.4!                 * +                  !!          .0  .   .          !
 2003.1!                 * +                  !!          .0  .   .          !
 2003.2!                  +                   !!          .  0.   .          !
 2003.3!                   +*                 !!          .   . 0 .          !
 2003.4!                   * +                !!          .0  .   .          !
 2004.1!                   *+                 !!          .  0.   .          !
 2004.2!                    +*                !!          .   . 0 .          !
 2004.3!                     *+               !!          . 0 .   .          !
 2004.4!                    *+                !!          . 0 .   .          !
 2005.1!                  *  +                !!         0.   .   .          !
 2005.2!                *  +                  !!          0   .   .          !
 2005.3!                  + *                 !!          .   .   0          !
 2005.4!                  *  +                !!         0.   .   .          !
 2006.1!                   +*                 !!          .   .0  .          !
 2006.2!                    +*                !!          .   .0  .          !
 2006.3!                      +               !!          .   0   .          !
 2006.4!                      +*              !!          .   . 0 .          !
 2007.1!                        +  *          !!          .   .   .0         !
 2007.2!                          +      *    !!          .   .   .    0     !
 2007.3!                               +*     !!          .   .0  .          !
 2007.4!                            * +       !!          .0  .   .          !
 2008.1!                            + *       !!          .   .  0.          !
 2008.2!                            *+        !!          .  0.   .          !
 2008.3!                           +*         !!          .   .0  .          !
 2008.4!                           +   *      !!          .   .   . 0        !
 2009.1!                              +       *!          .   .   .       0  !
 2009.2!                                   +  !!          .   0   .          !
 2009.3!                                 +    !!          .   .0  .          !
 2009.4!                               *+     !!          .  0.   .          !
 2010.1!                             *+       !!          .  0.   .          !
 2010.2!                       *    +         !!       0  .   .   .          !
 2010.3!                        +   *         !!          .   .   .  0       !
 2010.4!                           +          !!          .  0.   .          !
 2011.1!                       *  +           !!         0.   .   .          !
 2011.2!                       +  *           !!          .   .  0.          !
 2011.3!                         +*           !!          .   .0  .          !
 2011.4!                          +           !!          .   0   .          !
 2012.1!                       * +            !!          0   .   .          !
 2012.2!                       +*             !!          .   . 0 .          !
 2012.3!                      * +             !!          .0  .   .          !
 2012.4!                       +              !!          .   0   .          !


     19.66 percent of the residuals exceed 1 SE
      6.74 percent of the residuals exceed 2 SE
@EQ   106 LAAVICA C LAVICA(-1) PVICA;SMPL 1984.3 2012.4;OLS;EST  106 PLOT=0;EN
@@EQ  107 LAANICA C LANICA(-1) PNICA;SMPL 1985.3 2012.4;OLS;EST  107 PLOT=0;EN
@@EQ  108 LAAALCA C LAALCA(-1) PALCA;SMPL 1992.4 2012.4;OLS;EST  108 PLOT=0;EN
@@EQ  109 LAAIACA C LAIACA(-1) PIACA;SMPL 1974.3 2012.4;OLS;EST  109 PLOT=0;EN
@@EQ  110 LAAINCA C LAINCA(-1) PINCA;SMPL 2000.3 2012.4;OLS;EST  110 PLOT=0;EN
@@EQ  111 LAAIQCA C LAIQCA(-1) PIQCA;SMPL 2000.1 2012.4;OLS;EST  111 PLOT=0;EN
@@EQ  112 LAAKUCA C LAKUCA(-1) PKUCA;SMPL 1993.1 2012.4;OLS;EST  112 PLOT=0;EN
@@EQ  113 LAALICA C LALICA(-1) PLICA;SMPL 2009.1 2012.4;OLS;EST  113 PLOT=0;EN
@@EQ  114 LAAUACA C LAUACA(-1) PUACA;SMPL 1982.3 2012.4;OLS;EST  114 PLOT=0;EN
@EQ   115 LAAUSJA C LAUSJA(-1) PUSJA;SMPL 1966.1 2012.4;OLS;EST  115 PLOT=0;EN
@EQ   116 LAACAJA C LACAJA(-1) PCAJA;SMPL 1966.1 2012.4;OLS;EST  116 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUJA=AUPX$/JAPMM;                                                      
 GENR LAAAUJA=LOG(AAAUJA+.00001);                                             
 GENR LAAUJA=LOG(AAUJA+.00001);                                               
 LHS AAAUJA=EXP(LAAAUJA)-.00001;                                              
  EQ  117 LAAAUJA C LAAUJA(-1) PAUJA;                                         
EQUATION 379  LAAAUJA  
   RHS     C  LAAUJA(-1)  PAUJA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  379 PLOT=0;END;                                                     

Equation number =  379
**********************

Dependent variable = LAAAUJA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.221595503

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.564405818       0.169930399  -3.32139     1.000000
11546 LAAUJA  ( -1)       0.892954188       0.029531935  30.23690    -6.230155
11544 PAUJA   (  0)      -0.072771474       0.078963598  -0.92158     1.290987

SE of equation            =     0.182695748
Sum of squared residuals  =  6.17488124       0.219246843E-10
Average absolute error    =     0.133773316
Sum of ABS residuals      =  25.1493834    
R squared                 =   0.85961
Durbin-Watson statistic   =   2.49791
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1+       *                              !!         .    .    .    0    !
 1966.2*         +                            !! 0       .    .    .         !
 1966.3!  +                                   !!         .    0    .         !
 1966.4! *  +                                 !!         .0   .    .         !
 1967.1!   *+                                 !!         .    0    .         !
 1967.2!      +           *                   !!         .    .    .         0
 1967.3!             *     +                  !!       0 .    .    .         !
 1967.4!           *   +                      !!         0    .    .         !
 1968.1!   *         +                        !! 0       .    .    .         !
 1968.2!      + *                             !!         .    .  0 .         !
 1968.3!          +                           !!         .    0    .         !
 1968.4!            +       *                 !!         .    .    .     0   !
 1969.1!                    *+                !!         .   0.    .         !
 1969.2!            *        +                !!   0     .    .    .         !
 1969.3!         *    +                       !!        0.    .    .         !
 1969.4!           +     *                    !!         .    .    . 0       !
 1970.1!                 *+                   !!         .   0.    .         !
 1970.2!                * +                   !!         . 0  .    .         !
 1970.3!           *      +                   !!     0   .    .    .         !
 1970.4!             +*                       !!         .    . 0  .         !
 1971.1!                +*                    !!         .    .0   .         !
 1971.2!              *    +                  !!        0.    .    .         !
 1971.3!               *+                     !!         .   0.    .         !
 1971.4!       *         +                    !! 0       .    .    .         !
 1972.1!         +       *                    !!         .    .    .    0    !
 1972.2!                  +*                  !!         .    .0   .         !
 1972.3!                    +*                !!         .    .0   .         !
 1972.4!                      + *             !!         .    .   0.         !
 1973.1!                  *      +            !!     0   .    .    .         !
 1973.2!                   +*                 !!         .    .0   .         !
 1973.3!                    + *               !!         .    . 0  .         !
 1973.4!              *       +               !!   0     .    .    .         !
 1974.1!               +        *             !!         .    .    .      0  !
 1974.2!                *        +            !!   0     .    .    .         !
 1974.3!                 +*                   !!         .    .0   .         !
 1974.4!         *         +                  !!  0      .    .    .         !
 1975.1!           + *                        !!         .    .  0 .         !
 1975.2!              +                       !!         .    .0   .         !
 1975.3!             * +                      !!         . 0  .    .         !
 1975.4!          *   +                       !!        0.    .    .         !
 1976.1!           +*                         !!         .    .0   .         !
 1976.2!         *   +                        !!         0    .    .         !
 1976.3!           + *                        !!         .    .  0 .         !
 1976.4!        *     +                       !!      0  .    .    .         !
 1977.1!      *  +                            !!         0    .    .         !
 1977.2!       +  *                           !!         .    .  0 .         !
 1977.3!         * +                          !!         . 0  .    .         !
 1977.4!    *     +                           !!      0  .    .    .         !
 1978.1!     +    *                           !!         .    .    .0        !
 1978.2!           +  *                       !!         .    .   0.         !
 1978.3!            *  +                      !!         . 0  .    .         !
 1978.4!             +                        !!         .    0    .         !
 1979.1!              + *                     !!         .    .  0 .         !
 1979.2!                 +    *               !!         .    .    .0        !
 1979.3!                      +*              !!         .    .0   .         !
 1979.4!                     *  +             !!         .0   .    .         !
 1980.1!                     +*               !!         .    .0   .         !
 1980.2!                      +               !!         .   0.    .         !
 1980.3!                      +   *           !!         .    .    0         !
 1980.4!                        * +           !!         .  0 .    .         !
 1981.1!                      *  +            !!         .0   .    .         !
 1981.2!                      +               !!         .   0.    .         !
 1981.3!                      *+              !!         .   0.    .         !
 1981.4!                    * +               !!         .  0 .    .         !
 1982.1!                     +                !!         .    0    .         !
 1982.2!                      +*              !!         .    . 0  .         !
 1982.3!                        +*            !!         .    .0   .         !
 1982.4!                       * +            !!         .  0 .    .         !
 1983.1!                        +  *          !!         .    .    0         !
 1983.2!                           +          !!         .   0.    .         !
 1983.3!                          *+          !!         .  0 .    .         !
 1983.4!                          + *         !!         .    .  0 .         !
 1984.1!                            +         !!         .    0    .         !
 1984.2!                          *  +        !!         . 0  .    .         !
 1984.3!                           + *        !!         .    .  0 .         !
 1984.4!                             +        !!         .    0    .         !
 1985.1!                         *    +       !!        0.    .    .         !
 1985.2!                         +  *         !!         .    .  0 .         !
 1985.3!                            +    *    !!         .    .    .0        !
 1985.4!                            *    +    !!         0    .    .         !
 1986.1!                       *    +         !!      0  .    .    .         !
 1986.2!                       +    *         !!         .    .    . 0       !
 1986.3!                            +    *    !!         .    .    .0        !
 1986.4!                                +  *  !!         .    .   0.         !
 1987.1!                                * +   !!         . 0  .    .         !
 1987.2!                              *+      !!         .  0 .    .         !
 1987.3!                             + *      !!         .    .  0 .         !
 1987.4!                           *   +      !!        0.    .    .         !
 1988.1!                           + *        !!         .    .  0 .         !
 1988.2!                             +  *     !!         .    .    0         !
 1988.3!                                +     !!         .    0    .         !
 1988.4!                             * +      !!         . 0  .    .         !
 1989.1!                             +     *  !!         .    .    .  0      !
 1989.2!                                 *+   !!         .   0.    .         !
 1989.3!                                 +    !!         .    0    .         !
 1989.4!                              * +     !!         .  0 .    .         !
 1990.1!                              +    *  !!         .    .    .0        !
 1990.2!                                  +   !!         .    0    .         !
 1990.3!                                 +   *!!         .    .    0         !
 1990.4!                               *    + !!        0.    .    .         !
 1991.1!                               + *    !!         .    .  0 .         !
 1991.2!                                +   * !!         .    .    0         !
 1991.3!                                   +  *!         .    .   0.         !
 1991.4!                                   * +!!         .  0 .    .         !
 1992.1!                                  +*  !!         .    .0   .         !
 1992.2!                                  +   !!         .    0    .         !
 1992.3!                                 +*   !!         .    . 0  .         !
 1992.4!                                *+    !!         .  0 .    .         !
 1993.1!                               +*     !!         .    .0   .         !
 1993.2!                               +*     !!         .    .0   .         !
 1993.3!                               + *    !!         .    . 0  .         !
 1993.4!                             *  +     !!         .0   .    .         !
 1994.1!                             + *      !!         .    . 0  .         !
 1994.2!                              +       !!         .    0    .         !
 1994.3!                              +   *   !!         .    .    0         !
 1994.4!                              *  +    !!         .0   .    .         !
 1995.1!                             +        !!         .    0    .         !
 1995.2!                          *  +        !!         .0   .    .         !
 1995.3!                          +  *        !!         .    .    0         !
 1995.4!                             +        !!         .    0    .         !
 1996.1!                             + *      !!         .    .  0 .         !
 1996.2!                              +       !!         .   0.    .         !
 1996.3!                             +   *    !!         .    .    0         !
 1996.4!                               * +    !!         .  0 .    .         !
 1997.1!                               +      !!         .    0    .         !
 1997.2!                               +      !!         .    0    .         !
 1997.3!                              +*      !!         .    .0   .         !
 1997.4!                         *     +      !!      0  .    .    .         !
 1998.1!                         +  *         !!         .    .   0.         !
 1998.2!                           *+         !!         .   0.    .         !
 1998.3!                          *+          !!         .   0.    .         !
 1998.4!                          +           !!         .   0.    .         !
 1999.1!                          +    *      !!         .    .    .  0      !
 1999.2!                               +  *   !!         .    .  0 .         !
 1999.3!                                 + *  !!         .    .  0 .         !
 1999.4!                                * +   !!         .0   .    .         !
 2000.1!                               +  *   !!         .    .  0 .         !
 2000.2!                                  +   !!         .    0    .         !
 2000.3!                                 +   *!!         .    .    0         !
 2000.4!                                  * + !!         . 0  .    .         !
 2001.1!                                  +*  !!         .    . 0  .         !
 2001.2!                                   +  !!         .    0    .         !
 2001.3!                                  +*  !!         .    .0   .         !
 2001.4!                                  +*  !!         .    .0   .         !
 2002.1!                                  +  *!!         .    .   0.         !
 2002.2!                                    +*!!         .    .0   .         !
 2002.3!                                    +*!!         .    .0   .         !
 2002.4!                                   *+ !!         .   0.    .         !
 2003.1!                                  +   !!         .   0.    .         !
 2003.2!                                 +    !!         .    0    .         !
 2003.3!                                +   * !!         .    .    0         !
 2003.4!                                 * +  !!         .  0 .    .         !
 2004.1!                                +   * !!         .    .    0         !
 2004.2!                                   +  *!         .    .   0.         !
 2004.3!                                     +*!         .    . 0  .         !
 2004.4!                                 *   +!!         .0   .    .         !
 2005.1!                                 +   *!!         .    .    0         !
 2005.2!                                    + !!         .    0    .         !
 2005.3!                                   +* !!         .    .0   .         !
 2005.4!                                  *+  !!         .  0 .    .         !
 2006.1!                                 + *  !!         .    .  0 .         !
 2006.2!                                   +  !!         .    .0   .         !
 2006.3!                                  + * !!         .    .  0 .         !
 2006.4!                                 * +  !!         .  0 .    .         !
 2007.1!                                 + *  !!         .    .  0 .         !
 2007.2!                                  +*  !!         .    0    .         !
 2007.3!                                  +   !!         .    0    .         !
 2007.4!                             *   +    !!        0.    .    .         !
 2008.1!                             +        !!         .    .0   .         !
 2008.2!                             + *      !!         .    .  0 .         !
 2008.3!                              *+      !!         .   0.    .         !
 2008.4!                            * +       !!         .   0.    .         !
 2009.1!                            +*        !!         .    .0   .         !
 2009.2!                             +        !!         .    0    .         !
 2009.3!                             +*       !!         .    . 0  .         !
 2009.4!                          *  +        !!         .0   .    .         !
 2010.1!                          +*          !!         .    .0   .         !
 2010.2!                            +         !!         .    0    .         !
 2010.3!                            +*        !!         .    . 0  .         !
 2010.4!                           * +        !!         . 0  .    .         !
 2011.1!                           + *        !!         .    . 0  .         !
 2011.2!                             +        !!         .    0    .         !
 2011.3!                             +*       !!         .    .0   .         !
 2011.4!                          *   +       !!         0    .    .         !
 2012.1!                          +  *        !!         .    .  0 .         !
 2012.2!                           * +        !!         . 0  .    .         !
 2012.3!                           + *        !!         .    . 0  .         !
 2012.4!                            *+        !!         .   0.    .         !


     25.00 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRJA=FRPX$/JAPMM;                                                      
 GENR LAAFRJA=LOG(AAFRJA+.00001);                                             
 GENR LAFRJA=LOG(AFRJA+.00001);                                               
 LHS AAFRJA=EXP(LAAFRJA)-.00001;                                              
  EQ  118 LAAFRJA C LAFRJA(-1) PFRJA;                                         
EQUATION 380  LAAFRJA  
   RHS     C  LAFRJA(-1)  PFRJA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  380 PLOT=0;END;                                                     

Equation number =  380
**********************

Dependent variable = LAAFRJA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.419905301

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.500137340       0.125058097  -3.99924     1.000000
11549 LAFRJA  ( -1)       0.844158631       0.038896854  21.70249    -4.426869
11547 PFRJA   (  0)      -0.118956185       0.044603963  -2.66694     1.536605

SE of equation            =     0.122533061
Sum of squared residuals  =  2.77765496      -0.105170095E-09
Average absolute error    =     0.089744793
Sum of ABS residuals      =  16.8720210    
R squared                 =   0.89375
Durbin-Watson statistic   =   2.61713
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*  +                                   !!         0.   .   .          !
 1966.2! +                                    !!          .   .0  .          !
 1966.3!   +*                                 !!          .   . 0 .          !
 1966.4!    * +                               !!          .0  .   .          !
 1967.1!  *  +                                !!         0.   .   .          !
 1967.2!     +   *                            !!          .   .   .0         !
 1967.3!       *   +                          !!         0.   .   .          !
 1967.4!        *+                            !!          .0  .   .          !
 1968.1!         *+                           !!          .   0   .          !
 1968.2!       *   +                          !!        0 .   .   .          !
 1968.3!         +      *                     !!          .   .   .     0    !
 1968.4!      *         +                     !0          .   .   .          !
 1969.1!        +  *                          !!          .   .   0          !
 1969.2!            + *                       !!          .   . 0 .          !
 1969.3!             * +                      !!          0   .   .          !
 1969.4!             * +                      !!          .0  .   .          !
 1970.1!               +  *                   !!          .   .   0          !
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 1970.3!                *     +               !!      0   .   .   .          !
 1970.4!                  + *                 !!          .   . 0 .          !
 1971.1!                    *+                !!          . 0 .   .          !
 1971.2!                 *    +               !!        0 .   .   .          !
 1971.3!                *  +                  !!         0.   .   .          !
 1971.4!                  +                   !!          .   0   .          !
 1972.1!                   +                  !!          .  0.   .          !
 1972.2!                    +                 !!          .   0   .          !
 1972.3!                     +                !!          .   0   .          !
 1972.4!                      +   *           !!          .   .   . 0        !
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 1973.4!                  *   +               !!        0 .   .   .          !
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 1974.2!               *        +             !!0         .   .   .          !
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 1975.3!           * +                        !!          . 0 .   .          !
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 1980.1!                     +  *             !!          .   .   0          !
 1980.2!                  *    +              !!       0  .   .   .          !
 1980.3!                 *+                   !!          . 0 .   .          !
 1980.4!                 +        *           !!          .   .   .        0 !
 1981.1!                  *      +            !!  0       .   .   .          !
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 1981.3!                 + *                  !!          .   . 0 .          !
 1981.4!                *  +                  !!          0   .   .          !
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 1982.4!                  *   +               !!       0  .   .   .          !
 1983.1!                   +*                 !!          .   . 0 .          !
 1983.2!                     +        *       !!          .   .   .         0!
 1983.3!                      *       +       !!   0      .   .   .          !
 1983.4!                   *   +              !!         0.   .   .          !
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 1984.3!                       +   *          !!          .   .   . 0        !
 1984.4!                      *    +          !!       0  .   .   .          !
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 1985.2!                       *      +       !!    0     .   .   .          !
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 1985.4!                        *  +          !!          0   .   .          !
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 1986.4!                            +         !!          .   .0  .          !
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 1988.4!                              * +     !!          . 0 .   .          !
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 1989.2!                             +   *    !!          .   .   .0         !
 1989.3!                                +*    !!          .   .0  .          !
 1989.4!                                + *   !!          .   .   0          !
 1990.1!                              *  +    !!          0   .   .          !
 1990.2!                             +  *     !!          .   .   0          !
 1990.3!                               +    * !!          .   .   .   0      !
 1990.4!                              *   +   !!         0.   .   .          !
 1991.1!                             +  *     !!          .   .   0          !
 1991.2!                               +      *!          .   .   .     0    !
 1991.3!                                    + !!          .  0.   .          !
 1991.4!                                 *+   !!          . 0 .   .          !
 1992.1!                               +      !!          .   0   .          !
 1992.2!                              +  *    !!          .   .   0          !
 1992.3!                                + *   !!          .   .  0.          !
 1992.4!                                +     !!          .  0.   .          !
 1993.1!                               + *    !!          .   .  0.          !
 1993.2!                                + *   !!          .   .  0.          !
 1993.3!                                *+    !!          .  0.   .          !
 1993.4!                               +      !!          .   0   .          !
 1994.1!                             *+       !!          . 0 .   .          !
 1994.2!                             + *      !!          .   . 0 .          !
 1994.3!                              +  *    !!          .   .   .0         !
 1994.4!                                + *   !!          .   .  0.          !
 1995.1!                                *+    !!          . 0 .   .          !
 1995.2!                               +   *  !!          .   .   . 0        !
 1995.3!                                  +   !!          .   0   .          !
 1995.4!                            *    +    !!       0  .   .   .          !
 1996.1!                            +   *     !!          .   .   .0         !
 1996.2!                               +*     !!          .   .0  .          !
 1996.3!                               +      !!          .  0.   .          !
 1996.4!                            * +       !!          .0  .   .          !
 1997.1!                            +   *     !!          .   .   . 0        !
 1997.2!                              * +     !!          . 0 .   .          !
 1997.3!                             *+       !!          .  0.   .          !
 1997.4!                             +        !!          .   0   .          !
 1998.1!                             +    *   !!          .   .   .  0       !
 1998.2!                                 +*   !!          .   .0  .          !
 1998.3!                              *  +    !!          0   .   .          !
 1998.4!                             *+       !!          .  0.   .          !
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 1999.3!                               + *    !!          .   .   0          !
 1999.4!                                *+    !!          .   0   .          !
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 2000.4!                                  +   !!          .   .0  .          !
 2001.1!                                  +   !!          .   0   .          !
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 2001.3!                                   +  !!          .   0   .          !
 2001.4!                                   +  !!          .   0   .          !
 2002.1!                                   +* !!          .   . 0 .          !
 2002.2!                                    +*!!          .   . 0 .          !
 2002.3!                                    + *!          .   . 0 .          !
 2002.4!                                   * +!!          .0  .   .          !
 2003.1!                                  +   !!          .   0   .          !
 2003.2!                                  +*  !!          .   . 0 .          !
 2003.3!                                  +   !!          .   0   .          !
 2003.4!                                 *+   !!          .  0.   .          !
 2004.1!                                +*    !!          .   .0  .          !
 2004.2!                                + *   !!          .   . 0 .          !
 2004.3!                                *+    !!          . 0 .   .          !
 2004.4!                               +      !!          .   0   .          !
 2005.1!                               +*     !!          .   .0  .          !
 2005.2!                               +*     !!          .   0   .          !
 2005.3!                               *+     !!          .   0   .          !
 2005.4!                               *+     !!          .  0.   .          !
 2006.1!                               + *    !!          .   .  0.          !
 2006.2!                              *  +    !!          0   .   .          !
 2006.3!                             *+       !!          . 0 .   .          !
 2006.4!                             +*       !!          .   .0  .          !
 2007.1!                              + *     !!          .   .  0.          !
 2007.2!                                +     !!          .   0   .          !
 2007.3!                              * +     !!          .0  .   .          !
 2007.4!                            * +       !!          .0  .   .          !
 2008.1!                            +         !!          .   0   .          !
 2008.2!                            + *       !!          .   .  0.          !
 2008.3!                          *   +       !!       0  .   .   .          !
 2008.4!                         * +          !!          . 0 .   .          !
 2009.1!                          +  *        !!          .   .   0          !
 2009.2!                             +*       !!          .   . 0 .          !
 2009.3!                            * +       !!          .0  .   .          !
 2009.4!                            +*        !!          .   .0  .          !
 2010.1!                           *  +       !!          .0  .   .          !
 2010.2!                            + *       !!          .   .  0.          !
 2010.3!                               +      !!          .   0   .          !
 2010.4!                            *  +      !!          0   .   .          !
 2011.1!                             +        !!          .   0   .          !
 2011.2!                            *+        !!          .0  .   .          !
 2011.3!                            +         !!          .  0.   .          !
 2011.4!                             +        !!          .   0   .          !
 2012.1!                             *+       !!          .  0.   .          !
 2012.2!                              +*      !!          .   . 0 .          !
 2012.3!                               *+     !!          .  0.   .          !
 2012.4!                               +*     !!          .   .0  .          !


     25.00 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEJA=GEPX$/JAPMM;                                                      
 GENR LAAGEJA=LOG(AAGEJA+.00001);                                             
 GENR LAGEJA=LOG(AGEJA+.00001);                                               
 LHS AAGEJA=EXP(LAAGEJA)-.00001;                                              
  EQ  119 LAAGEJA C LAGEJA(-1) PGEJA;                                         
EQUATION 381  LAAGEJA  
   RHS     C  LAGEJA(-1)  PGEJA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  381 PLOT=0;END;                                                     

Equation number =  381
**********************

Dependent variable = LAAGEJA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.351644523

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.261251549       0.096125524  -2.71782     1.000000
11552 LAGEJA  ( -1)       0.918710134       0.031537241  29.13096    -3.351570
11550 PGEJA   (  0)      -0.008747565       0.038114319  -0.22951     1.288547

SE of equation            =     0.090921883
Sum of squared residuals  =  1.52935593       0.611732887E-11
Average absolute error    =     0.070358307
Sum of ABS residuals      =  13.2273618    
R squared                 =   0.84900
Durbin-Watson statistic   =   2.49851
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!         *+                           !!          .  0.   .          !
 1966.2!        * +                           !!          .0  .   .          !
 1966.3!         +    *                       !!          .   .   . 0        !
 1966.4!              +   *                   !!          .   .   .0         !
 1967.1!                 *+                   !!          . 0 .   .          !
 1967.2!                 +       *            !!          .   .   .     0    !
 1967.3!                        +*            !!          .   .0  .          !
 1967.4!                        +             !!          .   0   .          !
 1968.1!                        +             !!          .   0   .          !
 1968.2!                      * +             !!          .0  .   .          !
 1968.3!                      +*              !!          .   . 0 .          !
 1968.4!                     * +              !!          .0  .   .          !
 1969.1!                    *+                !!          .  0.   .          !
 1969.2!                    + *               !!          .   .  0.          !
 1969.3!                      +*              !!          .   .0  .          !
 1969.4!                      + *             !!          .   . 0 .          !
 1970.1!                        +  *          !!          .   .   0          !
 1970.2!                          +   *       !!          .   .   .0         !
 1970.3!                            *+        !!          .  0.   .          !
 1970.4!                            +         !!          .   .0  .          !
 1971.1!                           *+         !!          .  0.   .          !
 1971.2!                          +           !!          .   0   .          !
 1971.3!                         *+           !!          . 0 .   .          !
 1971.4!                       *+             !!          . 0 .   .          !
 1972.1!                     * +              !!          . 0 .   .          !
 1972.2!                     +                !!          .  0.   .          !
 1972.3!                     +*               !!          .   . 0 .          !
 1972.4!                      +*              !!          .   . 0 .          !
 1973.1!                    *  +              !!         0.   .   .          !
 1973.2!                    +                 !!          .   .0  .          !
 1973.3!                  * +                 !!          .0  .   .          !
 1973.4!            *     +                   !!      0   .   .   .          !
 1974.1!             +          *             !!          .   .   .          0
 1974.2!               *        +             !!  0       .   .   .          !
 1974.3!          *    +                      !!       0  .   .   .          !
 1974.4!        * +                           !!          .0  .   .          !
 1975.1!      *  +                            !!          0   .   .          !
 1975.2!    *  +                              !!         0.   .   .          !
 1975.3!   * +                                !!          . 0 .   .          !
 1975.4!    + *                               !!          .   . 0 .          !
 1976.1! *     +                              !!      0   .   .   .          !
 1976.2*  +                                   !!          0   .   .          !
 1976.3! + *                                  !!          .   .  0.          !
 1976.4!    +*                                !!          .   . 0 .          !
 1977.1!   *  +                               !!          0   .   .          !
 1977.2!    +*                                !!          .   .0  .          !
 1977.3!   *  +                               !!          0   .   .          !
 1977.4!     +                                !!          .   .0  .          !
 1978.1!      +  *                            !!          .   .  0.          !
 1978.2!         +                            !!          .   0   .          !
 1978.3!        * +                           !!          .0  .   .          !
 1978.4!     *   +                            !!          0   .   .          !
 1979.1!      +      *                        !!          .   .   .    0     !
 1979.2!             +    *                   !!          .   .   . 0        !
 1979.3!             *    +                   !!        0 .   .   .          !
 1979.4!            * +                       !!          .0  .   .          !
 1980.1!            +  *                      !!          .   .   0          !
 1980.2!        *      +                      !!     0    .   .   .          !
 1980.3!         +*                           !!          .   .0  .          !
 1980.4!           +*                         !!          .   .0  .          !
 1981.1!       *     +                        !!       0  .   .   .          !
 1981.2!       * +                            !!          . 0 .   .          !
 1981.3!        +*                            !!          .   .0  .          !
 1981.4!       *  +                           !!          .0  .   .          !
 1982.1!        +                             !!          .   0   .          !
 1982.2!         +  *                         !!          .   .   0          !
 1982.3!            *+                        !!          .  0.   .          !
 1982.4!          * +                         !!          .0  .   .          !
 1983.1!          *+                          !!          .  0.   .          !
 1983.2!           +   *                      !!          .   .   .0         !
 1983.3!               +*                     !!          .   .0  .          !
 1983.4!             *  +                     !!          0   .   .          !
 1984.1!              +  *                    !!          .   .   0          !
 1984.2!                  +                   !!          .   0   .          !
 1984.3!                  +                   !!          .   0   .          !
 1984.4!                  +  *                !!          .   .  0.          !
 1985.1!                     +                !!          .   0   .          !
 1985.2!                     +  *             !!          .   .   0          !
 1985.3!                        + *           !!          .   .  0.          !
 1985.4!                       *  +           !!          0   .   .          !
 1986.1!                 *    +               !!       0  .   .   .          !
 1986.2!                 +    *               !!          .   .   .  0       !
 1986.3!                      +    *          !!          .   .   . 0        !
 1986.4!                          +*          !!          .   .0  .          !
 1987.1!                           +*         !!          .   . 0 .          !
 1987.2!                            +  *      !!          .   .   0          !
 1987.3!                              +       !!          .  0.   .          !
 1987.4!                             +        !!          .   0   .          !
 1988.1!                           *+         !!          . 0 .   .          !
 1988.2!                          +   *       !!          .   .   .0         !
 1988.3!                             +  *     !!          .   .  0.          !
 1988.4!                               +  *   !!          .   .   0          !
 1989.1!                                *+    !!          .  0.   .          !
 1989.2!                               +  *   !!          .   .  0.          !
 1989.3!                                 +*   !!          .   .0  .          !
 1989.4!                             *   +    !!         0.   .   .          !
 1990.1!                            +         *!          .   .   .        0 !
 1990.2!                                 *   +!!          0   .   .          !
 1990.3!                                +  *  !!          .   .   0          !
 1990.4!                             *    +   !!        0 .   .   .          !
 1991.1!                            +*        !!          .   .0  .          !
 1991.2!                            +  *      !!          .   .  0.          !
 1991.3!                              +    *  !!          .   .   .  0       !
 1991.4!                            *     +   !!      0   .   .   .          !
 1992.1!                          *+          !!          .  0.   .          !
 1992.2!                          + *         !!          .   .  0.          !
 1992.3!                         *  +         !!          .0  .   .          !
 1992.4!                       * +            !!          .0  .   .          !
 1993.1!                      +*              !!          .   .0  .          !
 1993.2!                       +*             !!          .   . 0 .          !
 1993.3!                        +*            !!          .   .0  .          !
 1993.4!                         +     *      !!          .   .   .   0      !
 1994.1!                       *      +       !!     0    .   .   .          !
 1994.2!                      +          *    !!          .   .   .         0!
 1994.3!                           *    +     !!       0  .   .   .          !
 1994.4!                       *  +           !!          0   .   .          !
 1995.1!                       +  *           !!          .   .   .0         !
 1995.2!                         *+           !!          .  0.   .          !
 1995.3!                       *+             !!          .  0.   .          !
 1995.4!                       +              !!          .   0   .          !
 1996.1!                       +     *        !!          .   .   .   0      !
 1996.2!                            +         !!          .  0.   .          !
 1996.3!                           +*         !!          .   .0  .          !
 1996.4!                       *   +          !!         0.   .   .          !
 1997.1!                       +    *         !!          .   .   . 0        !
 1997.2!                         * +          !!          .0  .   .          !
 1997.3!                        +*            !!          .   .0  .          !
 1997.4!                  *      +            !!     0    .   .   .          !
 1998.1!                  +      *            !!          .   .   .    0     !
 1998.2!                       *+             !!          .  0.   .          !
 1998.3!                       +*             !!          .   .0  .          !
 1998.4!                    *   +             !!         0.   .   .          !
 1999.1!                    +    *            !!          .   .   .  0       !
 1999.2!                         +  *         !!          .   .   0          !
 1999.3!                           +          !!          .   0   .          !
 1999.4!                        *  +          !!          0   .   .          !
 2000.1!                        +  *          !!          .   .   .0         !
 2000.2!                           +  *       !!          .   .   0          !
 2000.3!                             +*       !!          .   .0  .          !
 2000.4!                          *  +        !!          .0  .   .          !
 2001.1!                          +*          !!          .   .0  .          !
 2001.2!                          +   *       !!          .   .   0          !
 2001.3!                             +*       !!          .   .0  .          !
 2001.4!                           * +        !!          . 0 .   .          !
 2002.1!                           +          !!          .   0   .          !
 2002.2!                          +   *       !!          .   .   .0         !
 2002.3!                           *  +       !!          0   .   .          !
 2002.4!                          +           !!          .  0.   .          !
 2003.1!                       * +            !!          . 0 .   .          !
 2003.2!                      *+              !!          .  0.   .          !
 2003.3!                      + *             !!          .   .  0.          !
 2003.4!                        +             !!          .   0   .          !
 2004.1!                       +  *           !!          .   .   0          !
 2004.2!                      *   +           !!         0.   .   .          !
 2004.3!                      + *             !!          .   . 0 .          !
 2004.4!                    *   +             !!          0   .   .          !
 2005.1!                    +     *           !!          .   .   .   0      !
 2005.2!                        * +           !!          . 0 .   .          !
 2005.3!                       *+             !!          .  0.   .          !
 2005.4!                     * +              !!          .0  .   .          !
 2006.1!                     + *              !!          .   .  0.          !
 2006.2!                     * +              !!          .0  .   .          !
 2006.3!                     +*               !!          .   . 0 .          !
 2006.4!                      +               !!          .   0   .          !
 2007.1!                   * +                !!          .0  .   .          !
 2007.2!                   + *                !!          .   .  0.          !
 2007.3!                   * +                !!          . 0 .   .          !
 2007.4!                 * +                  !!          .0  .   .          !
 2008.1!                 *+                   !!          .  0.   .          !
 2008.2!                 +*                   !!          .   .0  .          !
 2008.3!              *   +                   !!         0.   .   .          !
 2008.4!            *  +                      !!          0   .   .          !
 2009.1!             +  *                     !!          .   .   .0         !
 2009.2!                 +  *                 !!          .   .   0          !
 2009.3!                  * +                 !!          .0  .   .          !
 2009.4!                * +                   !!          . 0 .   .          !
 2010.1!           *     +                    !!       0  .   .   .          !
 2010.2!         *  +                         !!          .0  .   .          !
 2010.3!      *   +                           !!         0.   .   .          !
 2010.4!     *  +                             !!          .0  .   .          !
 2011.1!      +  *                            !!          .   .  0.          !
 2011.2!     *    +                           !!        0 .   .   .          !
 2011.3!     *+                               !!          . 0 .   .          !
 2011.4!     *+                               !!          . 0 .   .          !
 2012.1!      +   *                           !!          .   .   .0         !
 2012.2!         * +                          !!          . 0 .   .          !
 2012.3!        * +                           !!          . 0 .   .          !
 2012.4!         +                            !!          .  0.   .          !


     26.60 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITJA=ITPX$/JAPMM;                                                      
 GENR LAAITJA=LOG(AAITJA+.00001);                                             
 GENR LAITJA=LOG(AITJA+.00001);                                               
 LHS AAITJA=EXP(LAAITJA)-.00001;                                              
  EQ  120 LAAITJA C LAITJA(-1) PITJA;                                         
EQUATION 382  LAAITJA  
   RHS     C  LAITJA(-1)  PITJA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  382 PLOT=0;END;                                                     

Equation number =  382
**********************

Dependent variable = LAAITJA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.354829690

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.242045627       0.117323062  -2.06307     1.000000
11555 LAITJA  ( -1)       0.917812859       0.026734777  34.33030    -4.357237
11553 PITJA   (  0)      -0.101408955       0.060374895  -1.67965     1.120771

SE of equation            =     0.121325658
Sum of squared residuals  =  2.72318432       0.813438206E-11
Average absolute error    =     0.088500735
Sum of ABS residuals      =  16.6381381    
R squared                 =   0.87706
Durbin-Watson statistic   =   2.54451
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!      *    +                          !!       0  .   .   .          !
 1966.2!*      +                              !!     0    .   .   .          !
 1966.3!  +                                   !!          .   0   .          !
 1966.4!   +   *                              !!          .   .   .0         !
 1967.1*        +                             !!  0       .   .   .          !
 1967.2! +      *                             !!          .   .   .     0    !
 1967.3!        * +                           !!          . 0 .   .          !
 1967.4!          +  *                        !!          .   .   0          !
 1968.1!         *    +                       !!       0  .   .   .          !
 1968.2!          + *                         !!          .   .  0.          !
 1968.3!            * +                       !!          .0  .   .          !
 1968.4!           * +                        !!          .0  .   .          !
 1969.1!          * +                         !!          .0  .   .          !
 1969.2!            +  *                      !!          .   .   0          !
 1969.3!            *   +                     !!         0.   .   .          !
 1969.4!             + *                      !!          .   . 0 .          !
 1970.1!                +*                    !!          .   . 0 .          !
 1970.2!                  +    *              !!          .   .   . 0        !
 1970.3!                       *+             !!          .   0   .          !
 1970.4!                       *+             !!          .  0.   .          !
 1971.1!                   *    +             !!        0 .   .   .          !
 1971.2!                   *+                 !!          . 0 .   .          !
 1971.3!                   *+                 !!          . 0 .   .          !
 1971.4!                 *  +                 !!          0   .   .          !
 1972.1!            *     +                   !!      0   .   .   .          !
 1972.2!              +         *             !!          .   .   .         0!
 1972.3!                  *     +             !!      0   .   .   .          !
 1972.4!                   + *                !!          .   . 0 .          !
 1973.1!               *      +               !!     0    .   .   .          !
 1973.2!                 +*                   !!          .   .0  .          !
 1973.3!                   +    *             !!          .   .   .  0       !
 1973.4!                     *  +             !!          .0  .   .          !
 1974.1!                      +   *           !!          .   .   .  0       !
 1974.2!                *          +          !0          .   .   .          !
 1974.3!            *   +                     !!         0.   .   .          !
 1974.4!          *  +                        !!          0   .   .          !
 1975.1!           + *                        !!          .   .  0.          !
 1975.2!             *+                       !!          .  0.   .          !
 1975.3!              +*                      !!          .   .  0.          !
 1975.4!             *  +                     !!          .0  .   .          !
 1976.1!             *+                       !!          .  0.   .          !
 1976.2!          *   +                       !!        0 .   .   .          !
 1976.3!          +*                          !!          .   .0  .          !
 1976.4!           + *                        !!          .   . 0 .          !
 1977.1!           * +                        !!          .0  .   .          !
 1977.2!            +*                        !!          .   . 0 .          !
 1977.3!          *  +                        !!         0.   .   .          !
 1977.4!          +  *                        !!          .   .   .0         !
 1978.1!           * +                        !!          .0  .   .          !
 1978.2!            +  *                      !!          .   .   .0         !
 1978.3!                +                     !!          .   .0  .          !
 1978.4!                 +     *              !!          .   .   .   0      !
 1979.1!                      + *             !!          .   .0  .          !
 1979.2!                        +             !!          .   .0  .          !
 1979.3!                       *+             !!          . 0 .   .          !
 1979.4!                       +*             !!          .   . 0 .          !
 1980.1!                      * +             !!          .0  .   .          !
 1980.2!                 *    +               !!       0  .   .   .          !
 1980.3!               * +                    !!          0   .   .          !
 1980.4!               +  *                   !!          .   .   0          !
 1981.1!            *      +                  !!    0     .   .   .          !
 1981.2!             +                        !!          .   .0  .          !
 1981.3!              +*                      !!          .   . 0 .          !
 1981.4!            *   +                     !!          0   .   .          !
 1982.1!             +    *                   !!          .   .   .  0       !
 1982.2!                  +*                  !!          .   .0  .          !
 1982.3!                    +                 !!          .   0   .          !
 1982.4!                 *  +                 !!          0   .   .          !
 1983.1!                  +  *                !!          .   .   .0         !
 1983.2!                     +                !!          .  0.   .          !
 1983.3!                    *+                !!          . 0 .   .          !
 1983.4!                    *+                !!          .  0.   .          !
 1984.1!                    +*                !!          .   .0  .          !
 1984.2!                  *   +               !!         0.   .   .          !
 1984.3!                   +    *             !!          .   .   .  0       !
 1984.4!                         +            !!          .   0   .          !
 1985.1!                        *+            !!          .  0.   .          !
 1985.2!                       * +            !!          . 0 .   .          !
 1985.3!                        +  *          !!          .   .   0          !
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 1986.1!                   *      +           !!     0    .   .   .          !
 1986.2!                   +    *             !!          .   .   .  0       !
 1986.3!                        +    *        !!          .   .   .  0       !
 1986.4!                             + *      !!          .   .  0.          !
 1987.1!                              +       !!          .  0.   .          !
 1987.2!                             +*       !!          .   .0  .          !
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 1987.4!                            *  +      !!         0.   .   .          !
 1988.1!                           +          !!          .  0.   .          !
 1988.2!                          +       *   !!          .   .   .      0   !
 1988.3!                               *  +   !!          0   .   .          !
 1988.4!                               + *    !!          .   .  0.          !
 1989.1!                                +*    !!          .   .0  .          !
 1989.2!                                +     *!          .   .   .   0      !
 1989.3!                                    *+!!          . 0 .   .          !
 1989.4!                                   +* !!          .   .0  .          !
 1990.1!                                   +  !!          .   0   .          !
 1990.2!                                  + * !!          .   . 0 .          !
 1990.3!                                  +  *!!          .   .   0          !
 1990.4!                                 *  + !!         0.   .   .          !
 1991.1!                               +*     !!          .   .0  .          !
 1991.2!                               +  *   !!          .   .   0          !
 1991.3!                                 *+   !!          .  0.   .          !
 1991.4!                                +     !!          .   .0  .          !
 1992.1!                               +*     !!          .   .0  .          !
 1992.2!                             * +      !!          . 0 .   .          !
 1992.3!                            +   *     !!          .   .   .0         !
 1992.4!                              *+      !!          .  0.   .          !
 1993.1!                             *+       !!          .   0   .          !
 1993.2!                             + *      !!          .   .  0.          !
 1993.3!                              +       !!          .   0   .          !
 1993.4!                              +  *    !!          .   .   0          !
 1994.1!                                +  *  !!          .   .   0          !
 1994.2!                                  +   !!          .   .0  .          !
 1994.3!                                * +   !!          . 0 .   .          !
 1994.4!                               + *    !!          .   .  0.          !
 1995.1!                                 +   *!!          .   .   .0         !
 1995.2!                                    + !!          .   0   .          !
 1995.3!                                   +  !!          .   .0  .          !
 1995.4!                                   + *!!          .   .  0.          !
 1996.1!                                  * + !!          . 0 .   .          !
 1996.2!                                 +    !!          .  0.   .          !
 1996.3!                                + *   !!          .   .  0.          !
 1996.4!                                 +*   !!          .   0   .          !
 1997.1!                               * +    !!          . 0 .   .          !
 1997.2!                               +      !!          .   0   .          !
 1997.3!                              +       !!          .   0   .          !
 1997.4!                              +       !!          .   0   .          !
 1998.1!                             +        !!          .   0   .          !
 1998.2!                            +*        !!          .   .0  .          !
 1998.3!                            + *       !!          .   . 0 .          !
 1998.4!                          *  +        !!          0   .   .          !
 1999.1!                       *  +           !!          .0  .   .          !
 1999.2!                       +  *           !!          .   .   0          !
 1999.3!                         *+           !!          . 0 .   .          !
 1999.4!                         +   *        !!          .   .   .  0       !
 2000.1!                             +        !!          .   0   .          !
 2000.2!                          *  +        !!          0   .   .          !
 2000.3!                          +           !!          .  0.   .          !
 2000.4!                          +           !!          .   0   .          !
 2001.1!                          +*          !!          .   .0  .          !
 2001.2!                           +*         !!          .   .  0.          !
 2001.3!                            +         !!          .  0.   .          !
 2001.4!                           +    *     !!          .   .   . 0        !
 2002.1!                             * +      !!          .0  .   .          !
 2002.2!                             +        !!          .   0   .          !
 2002.3!                           *+         !!          .  0.   .          !
 2002.4!                           +*         !!          .   . 0 .          !
 2003.1!                          * +         !!          . 0 .   .          !
 2003.2!                          +           !!          .   0   .          !
 2003.3!                         +*           !!          .   .0  .          !
 2003.4!                         +*           !!          .   .0  .          !
 2004.1!                       * +            !!          .0  .   .          !
 2004.2!                       +*             !!          .   . 0 .          !
 2004.3!                       *+             !!          .  0.   .          !
 2004.4!                       +              !!          .   0   .          !
 2005.1!                      +*              !!          .   .0  .          !
 2005.2!                      + *             !!          .   . 0 .          !
 2005.3!                      * +             !!          .0  .   .          !
 2005.4!                      +               !!          .   0   .          !
 2006.1!                    * +               !!          .0  .   .          !
 2006.2!                    +*                !!          .   . 0 .          !
 2006.3!                   * +                !!          .0  .   .          !
 2006.4!                   +*                 !!          .   . 0 .          !
 2007.1!                   *+                 !!          .  0.   .          !
 2007.2!                  *+                  !!          . 0 .   .          !
 2007.3!                 +                    !!          .   0   .          !
 2007.4!                *+                    !!          .  0.   .          !
 2008.1!                +                     !!          .   0   .          !
 2008.2!              * +                     !!          . 0 .   .          !
 2008.3!             *+                       !!          . 0 .   .          !
 2008.4!             + *                      !!          .   .  0.          !
 2009.1!               +*                     !!          .   .0  .          !
 2009.2!                +*                    !!          .   . 0 .          !
 2009.3!                *+                    !!          .  0.   .          !
 2009.4!               *+                     !!          .  0.   .          !
 2010.1!            *  +                      !!         0.   .   .          !
 2010.2!            +*                        !!          .   .0  .          !
 2010.3!             *+                       !!          .  0.   .          !
 2010.4!             +*                       !!          .   .0  .          !
 2011.1!             *+                       !!          . 0 .   .          !
 2011.2!              +  *                    !!          .   .   0          !
 2011.3!                 +                    !!          .   0   .          !
 2011.4!                  +                   !!          .   .0  .          !
 2012.1!                  *+                  !!          .  0.   .          !
 2012.2!                   + *                !!          .   .  0.          !
 2012.3!                   * +                !!          . 0 .   .          !
 2012.4!                    +*                !!          .   . 0 .          !


     25.53 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEJA=NEPX$/JAPMM;                                                      
 GENR LAANEJA=LOG(AANEJA+.00001);                                             
 GENR LANEJA=LOG(ANEJA+.00001);                                               
 LHS AANEJA=EXP(LAANEJA)-.00001;                                              
  EQ  121 LAANEJA C LANEJA(-1) PNEJA;                                         
EQUATION 383  LAANEJA  
   RHS     C  LANEJA(-1)  PNEJA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  383 PLOT=0;END;                                                     

Equation number =  383
**********************

Dependent variable = LAANEJA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.274021530

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.817805642       0.208561617  -3.92117     1.000000
11558 LANEJA  ( -1)       0.802803424       0.051009445  15.73833    -5.278301
11556 PNEJA   (  0)      -0.148521487       0.056591326  -2.62446     1.473040

SE of equation            =     0.137480656
Sum of squared residuals  =  3.49667221       0.133401734E-09
Average absolute error    =     0.108287110
Sum of ABS residuals      =  20.3579767    
R squared                 =   0.83001
Durbin-Watson statistic   =   2.44108
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     *     +                          !!        0 .   .   .          !
 1966.2!      +             *                 !!          .   .   .          0
 1966.3!                  +  *                !!          .   .  0.          !
 1966.4!                    +   *             !!          .   .   .0         !
 1967.1!                      +   *           !!          .   .   0          !
 1967.2!                         +  *         !!          .   .   0          !
 1967.3!                           +  *       !!          .   .  0.          !
 1967.4!                            +         !!          .   0   .          !
 1968.1!                     *    +           !!         0.   .   .          !
 1968.2!                     + *              !!          .   . 0 .          !
 1968.3!                      *+              !!          .  0.   .          !
 1968.4!               *      +               !!       0  .   .   .          !
 1969.1!                +   *                 !!          .   .   0          !
 1969.2!                  *  +                !!          .0  .   .          !
 1969.3!                 *+                   !!          . 0 .   .          !
 1969.4!                  +                   !!          .   0   .          !
 1970.1!                   +   *              !!          .   .   0          !
 1970.2!                        + *           !!          .   . 0 .          !
 1970.3!                     *    +           !!         0.   .   .          !
 1970.4!                       +  *           !!          .   .   0          !
 1971.1!                       *   +          !!          .0  .   .          !
 1971.2!                   *    +             !!        0 .   .   .          !
 1971.3!                 *  +                 !!          .0  .   .          !
 1971.4!                  *+                  !!          .  0.   .          !
 1972.1!                  *+                  !!          .  0.   .          !
 1972.2!               *   +                  !!          0   .   .          !
 1972.3!               * +                    !!          .0  .   .          !
 1972.4!        *        +                    !!     0    .   .   .          !
 1973.1!            +    *                    !!          .   .   . 0        !
 1973.2!                 * +                  !!          . 0 .   .          !
 1973.3!               *  +                   !!          .0  .   .          !
 1973.4!      *         +                     !!   0      .   .   .          !
 1974.1!       +        *                     !!          .   .   .     0    !
 1974.2!         *       +                    !!      0   .   .   .          !
 1974.3!     *    +                           !!         0.   .   .          !
 1974.4!      +                               !!          .   .0  .          !
 1975.1! *     +                              !!         0.   .   .          !
 1975.2*   +                                  !!          .0  .   .          !
 1975.3!  +*                                  !!          .   . 0 .          !
 1975.4!     +    *                           !!          .   .   .0         !
 1976.1!   *      +                           !!      0   .   .   .          !
 1976.2*    +                                 !!          0   .   .          !
 1976.3! +   *                                !!          .   .   0          !
 1976.4!     +  *                             !!          .   .  0.          !
 1977.1!*      +                              !!      0   .   .   .          !
 1977.2! + *                                  !!          .   . 0 .          !
 1977.3!   +      *                           !!          .   .   .  0       !
 1977.4!        +   *                         !!          .   .   0          !
 1978.1!         + *                          !!          .   . 0 .          !
 1978.2!          +                           !!          .   0   .          !
 1978.3!          +                           !!          .   0   .          !
 1978.4!        *+                            !!          .  0.   .          !
 1979.1!        +  *                          !!          .   . 0 .          !
 1979.2!           +   *                      !!          .   .   0          !
 1979.3!             *  +                     !!          .0  .   .          !
 1979.4!    *        +                        !!     0    .   .   .          !
 1980.1!      +  *                            !!          .   .  0.          !
 1980.2!      *   +                           !!          0   .   .          !
 1980.3!    *  +                              !!          .0  .   .          !
 1980.4!      +*                              !!          .   .0  .          !
 1981.1*         +                            !!    0     .   .   .          !
 1981.2!  + *                                 !!          .   . 0 .          !
 1981.3!      +                               !!          .   .0  .          !
 1981.4*       +                              !!      0   .   .   .          !
 1982.1! +*                                   !!          .   .0  .          !
 1982.2! *  +                                 !!          .0  .   .          !
 1982.3! *  +                                 !!          .0  .   .          !
 1982.4!   *+                                 !!          .  0.   .          !
 1983.1!     + *                              !!          .   . 0 .          !
 1983.2!        *+                            !!          .  0.   .          !
 1983.3!     *     +                          !!        0 .   .   .          !
 1983.4!        +                             !!          .   0   .          !
 1984.1!        * +                           !!          .  0.   .          !
 1984.2!           +*                         !!          .   . 0 .          !
 1984.3!        *     +                       !!        0 .   .   .          !
 1984.4!           +  *                       !!          .   .  0.          !
 1985.1!         *      +                     !!       0  .   .   .          !
 1985.2!            + *                       !!          .   .  0.          !
 1985.3!              * +                     !!          .  0.   .          !
 1985.4!         *      +                     !!       0  .   .   .          !
 1986.1!         * +                          !!          .0  .   .          !
 1986.2!         +      *                     !!          .   .   .  0       !
 1986.3!                +  *                  !!          .   .  0.          !
 1986.4!                   +    *             !!          .   .   .0         !
 1987.1!                      *+              !!          .  0.   .          !
 1987.2!                 *    +               !!         0.   .   .          !
 1987.3!                  +    *              !!          .   .   . 0        !
 1987.4!                *      +              !!       0  .   .   .          !
 1988.1!                +*                    !!          .   0   .          !
 1988.2!                 *+                   !!          .  0.   .          !
 1988.3!                  +       *           !!          .   .   .   0      !
 1988.4!                    *    +            !!        0 .   .   .          !
 1989.1!                    +       *         !!          .   .   .   0      !
 1989.2!                      *    +          !!        0 .   .   .          !
 1989.3!                      +               !!          .   0   .          !
 1989.4!                   *  +               !!          .0  .   .          !
 1990.1!                  *+                  !!          .  0.   .          !
 1990.2!                   +*                 !!          .   .0  .          !
 1990.3!                   +*                 !!          .   .0  .          !
 1990.4!            *       +                 !!      0   .   .   .          !
 1991.1!             +   *                    !!          .   .   0          !
 1991.2!                  +    *              !!          .   .   .0         !
 1991.3!                      *+              !!          .  0.   .          !
 1991.4!                    * +               !!          . 0 .   .          !
 1992.1!                    +                 !!          .   0   .          !
 1992.2!                    +                 !!          .   0   .          !
 1992.3!                    +*                !!          .   .0  .          !
 1992.4!                    +*                !!          .   .0  .          !
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 2002.4!                                 * +  !!          . 0 .   .          !
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 2007.4!                           *    +     !!         0.   .   .          !
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 2008.4!                         *     +      !!        0 .   .   .          !
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 2009.2!                              +   *   !!          .   .   0          !
 2009.3!                               *+     !!          .  0.   .          !
 2009.4!                              +       !!          .   0   .          !
 2010.1!                             + *      !!          .   .0  .          !
 2010.2!                              +    *  !!          .   .   .0         !
 2010.3!                                  +*  !!          .   . 0 .          !
 2010.4!                            *     +   !!        0 .   .   .          !
 2011.1!                         *  +         !!          0   .   .          !
 2011.2!                         +  *         !!          .   .  0.          !
 2011.3!                          * +         !!          .  0.   .          !
 2011.4!                           +   *      !!          .   .   0          !
 2012.1!                        *     +       !!       0  .   .   .          !
 2012.2!                         +*           !!          .   .0  .          !
 2012.3!                          +*          !!          .   0   .          !
 2012.4!                           +      *   !!          .   .   .  0       !


     30.32 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTJA=STPX$/JAPMM;                                                      
 GENR LAASTJA=LOG(AASTJA+.00001);                                             
 GENR LASTJA=LOG(ASTJA+.00001);                                               
 LHS AASTJA=EXP(LAASTJA)-.00001;                                              
  EQ  122 LAASTJA C LASTJA(-1) PSTJA;                                         
EQUATION 384  LAASTJA  
   RHS     C  LASTJA(-1)  PSTJA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  384 PLOT=0;END;                                                     

Equation number =  384
**********************

Dependent variable = LAASTJA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.384271263

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.917270021       0.183662375  -4.99433     1.000000
11561 LASTJA  ( -1)       0.744793398       0.050224441  14.82930    -4.383161
11559 PSTJA   (  0)      -0.175844750       0.047401112  -3.70972     1.151309

SE of equation            =     0.094653161
Sum of squared residuals  =  1.65745585      -0.292064151E-10
Average absolute error    =     0.071909435
Sum of ABS residuals      =  13.5189737    
R squared                 =   0.78953
Durbin-Watson statistic   =   2.46681
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                +                     !!         .    0    .         !
 1966.2!               * +                    !!         . 0  .    .         !
 1966.3!                +   *                 !!         .    .    0         !
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 1967.1!              *       +               !!    0    .    .    .         !
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 2004.4!        *  +                          !!         .0   .    .         !
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 2007.4!         +                            !!         .   0.    .         !
 2008.1!       * +                            !!         .  0 .    .         !
 2008.2!       +  *                           !!         .    .  0 .         !
 2008.3!         *+                           !!         .   0.    .         !
 2008.4!     *    +                           !!         0    .    .         !
 2009.1!      +           *                   !!         .    .    .         0
 2009.2!               +  *                   !!         .    .   0.         !
 2009.3!               + *                    !!         .    . 0  .         !
 2009.4!         *    +                       !!        0.    .    .         !
 2010.1!        +    *                        !!         .    .    0         !
 2010.2!       *    +                         !!        0.    .    .         !
 2010.3!        +*                            !!         .    .0   .         !
 2010.4! *       +                            !!    0    .    .    .         !
 2011.1!   +  *                               !!         .    .   0.         !
 2011.2!     *+                               !!         .   0.    .         !
 2011.3!      +                               !!         .    .0   .         !
 2011.4!   *   +                              !!         .0   .    .         !
 2012.1! *   +                                !!         .0   .    .         !
 2012.2!   + *                                !!         .    .  0 .         !
 2012.3!      +  *                            !!         .    .  0 .         !
 2012.4!      *  +                            !!         .0   .    .         !


     28.72 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKJA=UKPX$/JAPMM;                                                      
 GENR LAAUKJA=LOG(AAUKJA+.00001);                                             
 GENR LAUKJA=LOG(AUKJA+.00001);                                               
 LHS AAUKJA=EXP(LAAUKJA)-.00001;                                              
  EQ  123 LAAUKJA C LAUKJA(-1) PUKJA;                                         
EQUATION 385  LAAUKJA  
   RHS     C  LAUKJA(-1)  PUKJA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  385 PLOT=0;END;                                                     

Equation number =  385
**********************

Dependent variable = LAAUKJA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.009231465

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.216788686       0.108210156  -2.00340     1.000000
11564 LAUKJA  ( -1)       0.941072886       0.028628646  32.87172    -4.004835
11562 PUKJA   (  0)      -0.018648317       0.046337760  -0.40244     1.265567

SE of equation            =     0.107646646
Sum of squared residuals  =  2.14374306      -0.314828164E-10
Average absolute error    =     0.082261099
Sum of ABS residuals      =  15.4650867    
R squared                 =   0.87200
Durbin-Watson statistic   =   2.63310
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                       + *            !!          .   .  0.          !
 1966.2!                       *+             !!          . 0 .   .          !
 1966.3!                      +      *        !!          .   .   .     0    !
 1966.4!                            +  *      !!          .   .  0.          !
 1967.1!                             *+       !!          .  0.   .          !
 1967.2!                            +    *    !!          .   .   .  0       !
 1967.3!                                +*    !!          .   .0  .          !
 1967.4!                            *   +     !!        0 .   .   .          !
 1968.1!                           +   *      !!          .   .   . 0        !
 1968.2!                            *  +      !!          0   .   .          !
 1968.3!                         * +          !!          .0  .   .          !
 1968.4!                         +    *       !!          .   .   .  0       !
 1969.1!                             +    *   !!          .   .   .  0       !
 1969.2!                                *+    !!          .   0   .          !
 1969.3!                                + *   !!          .   .  0.          !
 1969.4!                                 +    !!          .   .0  .          !
 1970.1!                                 + *  !!          .   .  0.          !
 1970.2!                                  +  *!!          .   .   .0         !
 1970.3!                                *   + !!        0 .   .   .          !
 1970.4!                               +   *  !!          .   .   . 0        !
 1971.1!                                  +*  !!          .   .0  .          !
 1971.2!                                  +   *!          .   .   . 0        !
 1971.3!                                  *  +!!          0   .   .          !
 1971.4!                                 +    !!          .   0   .          !
 1972.1!                               *+     !!          . 0 .   .          !
 1972.2!                              +   *   !!          .   .   . 0        !
 1972.3!                             *   +    !!        0 .   .   .          !
 1972.4!                            +     *   !!          .   .   .    0     !
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 1973.3!                              +  *    !!          .   .   0          !
 1973.4!                          *     +     !!      0   .   .   .          !
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 1976.3!             +*                       !!          .   . 0 .          !
 1976.4!               +                      !!          .   .0  .          !
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 1977.3!               +  *                   !!          .   .   0          !
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 1979.3!                     *   +            !!         0.   .   .          !
 1979.4!                  *  +                !!          0   .   .          !
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 1982.4!    *   +                             !!        0 .   .   .          !
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 1983.2!        +   *                         !!          .   .   .0         !
 1983.3!            +*                        !!          .   . 0 .          !
 1983.4!       *      +                       !!     0    .   .   .          !
 1984.1!        +  *                          !!          .   .   .0         !
 1984.2!           +                          !!          .   0   .          !
 1984.3!           +                          !!          .   0   .          !
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 1985.1!           +*                         !!          .   0   .          !
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 1986.3!                +  *                  !!          .   .   .0         !
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 2008.2!         *+                           !!          . 0 .   .          !
 2008.3!      *  +                            !!          0   .   .          !
 2008.4!     * +                              !!          .0  .   .          !
 2009.1!     +     *                          !!          .   .   .   0      !
 2009.2!        *  +                          !!         0.   .   .          !
 2009.3!        +*                            !!          .   .0  .          !
 2009.4!        *+                            !!          . 0 .   .          !
 2010.1!       *+                             !!          .  0.   .          !
 2010.2!    *   +                             !!         0.   .   .          !
 2010.3!     +*                               !!          .   .0  .          !
 2010.4!   *   +                              !!         0.   .   .          !
 2011.1!    + *                               !!          .   .  0.          !
 2011.2!*      +                              !!     0    .   .   .          !
 2011.3* +                                    !!          .0  .   .          !
 2011.4*+                                     !!          . 0 .   .          !
 2012.1!+  *                                  !!          .   .   0          !
 2012.2!*   +                                 !!         0.   .   .          !
 2012.3* +                                    !!          .0  .   .          !
 2012.4!+                                     !!          .   0   .          !


     30.85 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFIJA=FIPX$/JAPMM;                                                      
 GENR LAAFIJA=LOG(AAFIJA+.00001);                                             
 GENR LAFIJA=LOG(AFIJA+.00001);                                               
 LHS AAFIJA=EXP(LAAFIJA)-.00001;                                              
  EQ  124 LAAFIJA C LAFIJA(-1) PFIJA;                                         
EQUATION 386  LAAFIJA  
   RHS     C  LAFIJA(-1)  PFIJA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  386 PLOT=0;END;                                                     

Equation number =  386
**********************

Dependent variable = LAAFIJA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.308577978

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.140542811       0.277283713  -4.11327     1.000000
11567 LAFIJA  ( -1)       0.807726861       0.040907728  19.74509    -6.320583
11565 PFIJA   (  0)      -0.051587041       0.112284014  -0.45943     1.216017

SE of equation            =     0.351049026
Sum of squared residuals  =  22.7985524       0.211777262E-10
Average absolute error    =     0.214675096
Sum of ABS residuals      =  40.3589181    
R squared                 =   0.68340
Durbin-Watson statistic   =   2.48892
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!  * +                                 !!           . 0.  .           !
 1966.2!      + *                             !!           .  .0 .           !
 1966.3!      *    +                          !!           0  .  .           !
 1966.4!       * +                            !!           .0 .  .           !
 1967.1!          +                           !!           .  0  .           !
 1967.2!            +       *                 !!           .  .  . 0         !
 1967.3!                     +                !!           .  0  .           !
 1967.4!               *     +                !!          0.  .  .           !
 1968.1!    *            +                    !!      0    .  .  .           !
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 1992.3!                *   +                 !!           .0 .  .           !
 1992.4!                 +  *                 !!           .  . 0.           !
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 1998.3!                       *  +           !!           .0 .  .           !
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 2002.3!                              +       !!           .  0  .           !
 2002.4!                            +    *    !!           .  .  0           !
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 2003.3!                             +*       !!           .  .0 .           !
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 2004.4!                            +         !!           .  0  .           !
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 2005.4!                           +          !!           .  0  .           !
 2006.1!                          + *         !!           .  .0 .           !
 2006.2!                           + *        !!           .  .0 .           !
 2006.3!                            +         !!           .  0  .           !
 2006.4!                           +*         !!           .  .0 .           !
 2007.1!                           +   *      !!           .  . 0.           !
 2007.2!                             + *      !!           .  .0 .           !
 2007.3!                           * +        !!           . 0.  .           !
 2007.4!                          +    *      !!           .  .  0           !
 2008.1!                             + *      !!           .  .0 .           !
 2008.2!                              +*      !!           .  .0 .           !
 2008.3!                            *+        !!           . 0.  .           !
 2008.4!                           +          !!           .  0  .           !
 2009.1!                          +*          !!           .  0  .           !
 2009.2!                          +           !!           .  0  .           !
 2009.3!                         + *          !!           .  .0 .           !
 2009.4!                          +*          !!           .  .0 .           !
 2010.1!                         *+           !!           . 0.  .           !
 2010.2!                         + *          !!           .  . 0.           !
 2010.3!                           +          !!           .  0  .           !
 2010.4!                          +           !!           .  0  .           !
 2011.1!                          +           !!           .  0  .           !
 2011.2!                          +           !!           .  0  .           !
 2011.3!                         *+           !!           .  0  .           !
 2011.4!                         +*           !!           .  .0 .           !
 2012.1!                          +           !!           .  0  .           !
 2012.2!                          +*          !!           .  .0 .           !
 2012.3!                          +*          !!           .  0  .           !
 2012.4!                          +*          !!           .  .0 .           !


     18.62 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
@EQ   125 LAAASJA C LAASJA(-1) PASJA;SMPL 1966.1 2012.4;OLS;EST  125 PLOT=0;EN
@EQ   126 LAASOJA C LASOJA(-1) PSOJA;SMPL 1966.1 2012.4;OLS;EST  126 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOJA=KOPX$/JAPMM;                                                      
 GENR LAAKOJA=LOG(AAKOJA+.00001);                                             
 GENR LAKOJA=LOG(AKOJA+.00001);                                               
 LHS AAKOJA=EXP(LAAKOJA)-.00001;                                              
  EQ  127 LAAKOJA C LAKOJA(-1) PKOJA;                                         
EQUATION 387  LAAKOJA  
   RHS     C  LAKOJA(-1)  PKOJA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  387 PLOT=0;END;                                                     

Equation number =  387
**********************

Dependent variable = LAAKOJA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.409899276

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.528926342       0.095338672  -5.54787     1.000000
11570 LAKOJA  ( -1)       0.759995703       0.043627733  17.42001    -3.426952
11568 PKOJA   (  0)      -0.132703731       0.033726269  -3.93473     2.083620

SE of equation            =     0.164209217
Sum of squared residuals  =  4.98846339      -0.134199318E-10
Average absolute error    =     0.095189505
Sum of ABS residuals      =  17.8956270    
R squared                 =   0.90885
Durbin-Watson statistic   =   2.26477
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     *+                               !!            .0. .            !
 1966.2*        +                             !!     0      . . .            !
 1966.3!   +                                  !!            .0. .            !
 1966.4!   *  +                               !!          0 . . .            !
 1967.1!       +             *                !!            . . .            0
 1967.2!                    *+                !!            0 . .            !
 1967.3!                    + *               !!            . .0.            !
 1967.4!                      + *             !!            . . 0            !
 1968.1!                      * +             !!            0 . .            !
 1968.2!                      +  *            !!            . . 0            !
 1968.3!                        +*            !!            . .0.            !
 1968.4!                        +             !!            . 0 .            !
 1969.1!                        +             !!            . 0 .            !
 1969.2!                        +*            !!            . .0.            !
 1969.3!                         + *          !!            . . 0            !
 1969.4!                        * +           !!            0 . .            !
 1970.1!                       *+             !!            .0. .            !
 1970.2!                       +*             !!            . .0.            !
 1970.3!                        +             !!            .0. .            !
 1970.4!                        + *           !!            . . 0            !
 1971.1!                          +           !!            . 0 .            !
 1971.2!                          +*          !!            . .0.            !
 1971.3!                           +          !!            . 0 .            !
 1971.4!                         *+           !!            .0. .            !
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 1972.2!                          +           !!            . 0 .            !
 1972.3!                          +           !!            . 0 .            !
 1972.4!                          +           !!            . 0 .            !
 1973.1!                      *    +          !!         0  . . .            !
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 1975.3!                      +               !!            . 0 .            !
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 1979.3!                         *+           !!            .0. .            !
 1979.4!                       *  +           !!            0 . .            !
 1980.1!                        + *           !!            . .0.            !
 1980.2!                       *  +           !!           0. . .            !
 1980.3!                        +             !!            .0. .            !
 1980.4!                        +             !!            .0. .            !
 1981.1!                       *+             !!            .0. .            !
 1981.2!                      * +             !!            .0. .            !
 1981.3!                      *+              !!            .0. .            !
 1981.4!                      *+              !!            .0. .            !
 1982.1!                       +              !!            . 0 .            !
 1982.2!                       +*             !!            . .0.            !
 1982.3!                        +             !!            . 0 .            !
 1982.4!                      *  +            !!            0 . .            !
 1983.1!                       +              !!            . 0 .            !
 1983.2!                        +             !!            . 0 .            !
 1983.3!                        *+            !!            .0. .            !
 1983.4!                        *+            !!            .0. .            !
 1984.1!                         +            !!            . 0 .            !
 1984.2!                         + *          !!            . . 0            !
 1984.3!                          *+          !!            .0. .            !
 1984.4!                          +*          !!            . .0.            !
 1985.1!                          *+          !!            .0. .            !
 1985.2!                          +*          !!            . .0.            !
 1985.3!                           +          !!            . 0 .            !
 1985.4!                          * +         !!            .0. .            !
 1986.1!                          *+          !!            .0. .            !
 1986.2!                         + *          !!            . .0.            !
 1986.3!                           +*         !!            . .0.            !
 1986.4!                            +*        !!            . .0.            !
 1987.1!                             + *      !!            . . 0            !
 1987.2!                              +*      !!            . .0.            !
 1987.3!                              +*      !!            . .0.            !
 1987.4!                              +       !!            . 0 .            !
 1988.1!                             + *      !!            . . 0            !
 1988.2!                              +*      !!            . .0.            !
 1988.3!                              +*      !!            . 0 .            !
 1988.4!                              +       !!            . 0 .            !
 1989.1!                             + *      !!            . . 0            !
 1989.2!                              +       !!            . 0 .            !
 1989.3!                              +       !!            . .0.            !
 1989.4!                            * +       !!            .0. .            !
 1990.1!                            +*        !!            . .0.            !
 1990.2!                            +*        !!            . .0.            !
 1990.3!                             +*       !!            . .0.            !
 1990.4!                            * +       !!            .0. .            !
 1991.1!                            +         !!            . 0 .            !
 1991.2!                            + *       !!            . . 0            !
 1991.3!                            *+        !!            .0. .            !
 1991.4!                            +         !!            . 0 .            !
 1992.1!                            +         !!            . 0 .            !
 1992.2!                            +*        !!            . .0.            !
 1992.3!                            *+        !!            .0. .            !
 1992.4!                           *+         !!            . 0 .            !
 1993.1!                           +*         !!            . 0 .            !
 1993.2!                            +         !!            . 0 .            !
 1993.3!                           *+         !!            .0. .            !
 1993.4!                           +          !!            .0. .            !
 1994.1!                           +*         !!            . .0.            !
 1994.2!                            +         !!            . 0 .            !
 1994.3!                           *+         !!            .0. .            !
 1994.4!                           *+         !!            .0. .            !
 1995.1!                           + *        !!            . . 0            !
 1995.2!                             +        !!            . .0.            !
 1995.3!                            *+        !!            .0. .            !
 1995.4!                            +         !!            . 0 .            !
 1996.1!                            +*        !!            . 0 .            !
 1996.2!                             +        !!            . 0 .            !
 1996.3!                            *+        !!            .0. .            !
 1996.4!                           *+         !!            .0. .            !
 1997.1!                            +         !!            . .0.            !
 1997.2!                            *+        !!            . 0 .            !
 1997.3!                            *+        !!            .0. .            !
 1997.4!                             + *      !!            . .0.            !
 1998.1!                                +   * !!            . . . 0          !
 1998.2!                                 * +  !!            0 . .            !
 1998.3!                                *+    !!            0 . .            !
 1998.4!                                +     !!            . 0 .            !
 1999.1!                              *+      !!            .0. .            !
 1999.2!                              +*      !!            . .0.            !
 1999.3!                               +      !!            . 0 .            !
 1999.4!                               +*     !!            . 0 .            !
 2000.1!                                +*    !!            . .0.            !
 2000.2!                                +     !!            . 0 .            !
 2000.3!                                +     !!            . 0 .            !
 2000.4!                                +     !!            . 0 .            !
 2001.1!                                +*    !!            . .0.            !
 2001.2!                                +     !!            . 0 .            !
 2001.3!                                +     !!            .0. .            !
 2001.4!                               *+     !!            0 . .            !
 2002.1!                               +*     !!            . .0.            !
 2002.2!                                +     !!            . 0 .            !
 2002.3!                                +     !!            . 0 .            !
 2002.4!                               *+     !!            .0. .            !
 2003.1!                                +     !!            . .0.            !
 2003.2!                                +     !!            . 0 .            !
 2003.3!                                *+    !!            .0. .            !
 2003.4!                                +     !!            . 0 .            !
 2004.1!                                +*    !!            . .0.            !
 2004.2!                                 +*   !!            . 0 .            !
 2004.3!                                *+    !!            .0. .            !
 2004.4!                                +     !!            .0. .            !
 2005.1!                                +*    !!            . .0.            !
 2005.2!                                 +*   !!            . 0 .            !
 2005.3!                                 *+   !!            . 0 .            !
 2005.4!                                 +    !!            . 0 .            !
 2006.1!                                 + *  !!            . .0.            !
 2006.2!                                  +   !!            . 0 .            !
 2006.3!                                  +   !!            . 0 .            !
 2006.4!                                  +   !!            . 0 .            !
 2007.1!                                  +   !!            . 0 .            !
 2007.2!                                  +   !!            . 0 .            !
 2007.3!                                  +   !!            . 0 .            !
 2007.4!                                  +   !!            . 0 .            !
 2008.1!                                  +   !!            . 0 .            !
 2008.2!                                  +   !!            .0. .            !
 2008.3!                                 *+   !!            .0. .            !
 2008.4!                                 *+   !!            . 0 .            !
 2009.1!                                  +   !!            . .0.            !
 2009.2!                                   +  !!            . 0 .            !
 2009.3!                                   +  !!            . 0 .            !
 2009.4!                                  *+  !!            .0. .            !
 2010.1!                                  +*  !!            . .0.            !
 2010.2!                                   +  !!            . .0.            !
 2010.3!                                   +  !!            . 0 .            !
 2010.4!                                   +  !!            . 0 .            !
 2011.1!                                   + *!!            . . 0            !
 2011.2!                                     +*!            . .0.            !
 2011.3!                                     +!!            . 0 .            !
 2011.4!                                     +!!            . 0 .            !
 2012.1!                                     +*!            . .0.            !
 2012.2!                                     +!!            . 0 .            !
 2012.3!                                     +!!            . 0 .            !
 2012.4!                                    +*!!            . 0 .            !


     14.36 percent of the residuals exceed 1 SE
      2.66 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEJA=BEPX$Q/JAPMM;                                                     
 GENR LAABEJA=LOG(AABEJA+.00001);                                             
 GENR LABEJA=LOG(ABEJA+.00001);                                               
 LHS AABEJA=EXP(LAABEJA)-.00001;                                              
  EQ  128 LAABEJA C LABEJA(-1) PBEJA;                                         
EQUATION 388  LAABEJA  
   RHS     C  LABEJA(-1)  PBEJA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  388 PLOT=0;END;                                                     

Equation number =  388
**********************

Dependent variable = LAABEJA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.077689225

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.860347364       0.187616087  -4.58568     1.000000
11573 LABEJA  ( -1)       0.776031834       0.046346218  16.74423    -5.077237
11571 PBEJA   (  0)      -0.223789729       0.066395402  -3.37056     1.238860

SE of equation            =     0.124112768
Sum of squared residuals  =  2.84973614      -0.177182713E-10
Average absolute error    =     0.095652475
Sum of ABS residuals      =  17.9826653    
R squared                 =   0.79614
Durbin-Watson statistic   =   2.42046
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                    *    +            !!        0.    .    .         !
 1966.2!                   +   *              !!         .    .    0         !
 1966.3!                     +*               !!         .    0    .         !
 1966.4!                     +       *        !!         .    .    .    0    !
 1967.1!                           +          !!         .    0    .         !
 1967.2!                           +  *       !!         .    .    0         !
 1967.3!                             *+       !!         .   0.    .         !
 1967.4!                         *  +         !!         0    .    .         !
 1968.1!                      *  +            !!         .0   .    .         !
 1968.2!                      *+              !!         .   0.    .         !
 1968.3!                      *+              !!         .   0.    .         !
 1968.4!                      *+              !!         .  0 .    .         !
 1969.1!                       +    *         !!         .    .    .0        !
 1969.2!                          *+          !!         .  0 .    .         !
 1969.3!                           +          !!         .    0    .         !
 1969.4!                           +   *      !!         .    .    0         !
 1970.1!                            * +       !!         . 0  .    .         !
 1970.2!                             +        !!         .    0    .         !
 1970.3!                            *+        !!         .   0.    .         !
 1970.4!                            *+        !!         .   0.    .         !
 1971.1!                       *     +        !!       0 .    .    .         !
 1971.2!                       * +            !!         . 0  .    .         !
 1971.3!                       * +            !!         .  0 .    .         !
 1971.4!                        *+            !!         .   0.    .         !
 1972.1!                    *    +            !!        0.    .    .         !
 1972.2!                      +     *         !!         .    .    .  0      !
 1972.3!                         *  +         !!         .0   .    .         !
 1972.4!                           +     *    !!         .    .    .   0     !
 1973.1!                              *  +    !!         .0   .    .         !
 1973.2!                              +   *   !!         .    .    0         !
 1973.3!                       *        +     !!  0      .    .    .         !
 1973.4!                       +              !!         .    0    .         !
 1974.1!                      + *             !!         .    . 0  .         !
 1974.2!                      * +             !!         . 0  .    .         !
 1974.3!                     +  *             !!         .    .  0 .         !
 1974.4!              *       +               !!    0    .    .    .         !
 1975.1!             *+                       !!         .  0 .    .         !
 1975.2!         *   +                        !!        0.    .    .         !
 1975.3!          +                           !!         .   0.    .         !
 1975.4!           +                          !!         .    0    .         !
 1976.1!             +                        !!         .    0    .         !
 1976.2!        *    +                        !!        0.    .    .         !
 1976.3!         *+                           !!         .   0.    .         !
 1976.4!     *   +                            !!        0.    .    .         !
 1977.1!      +                               !!         .    .0   .         !
 1977.2!     *  +                             !!         . 0  .    .         !
 1977.3*      +                               !!     0   .    .    .         !
 1977.4! +   *                                !!         .    .    .0        !
 1978.1!      +       *                       !!         .    .    .     0   !
 1978.2!           * +                        !!         .  0 .    .         !
 1978.3!        *   +                         !!         0    .    .         !
 1978.4!         +        *                   !!         .    .    .      0  !
 1979.1!                *+                    !!         .   0.    .         !
 1979.2!                 + *                  !!         .    .   0.         !
 1979.3!             *      +                 !!     0   .    .    .         !
 1979.4!              + *                     !!         .    .  0 .         !
 1980.1!                 *+                   !!         .   0.    .         !
 1980.2!            *     +                   !!      0  .    .    .         !
 1980.3!        *    +                        !!        0.    .    .         !
 1980.4!          *+                          !!         .   0.    .         !
 1981.1!        *    +                        !!       0 .    .    .         !
 1981.2!           +                          !!         .   0.    .         !
 1981.3!            *+                        !!         .   0.    .         !
 1981.4!          *   +                       !!         0    .    .         !
 1982.1!        *    +                        !!         0    .    .         !
 1982.2!            +   *                     !!         .    .    .0        !
 1982.3!               *   +                  !!         0    .    .         !
 1982.4!                * +                   !!         . 0  .    .         !
 1983.1!                * +                   !!         . 0  .    .         !
 1983.2!                  +*                  !!         .    .0   .         !
 1983.3!                    *+                !!         .  0 .    .         !
 1983.4!                      +*              !!         .    .0   .         !
 1984.1!                      * +             !!         .  0 .    .         !
 1984.2!                      * +             !!         . 0  .    .         !
 1984.3!                       *+             !!         .   0.    .         !
 1984.4!                         + *          !!         .    . 0  .         !
 1985.1!                        *    +        !!        0.    .    .         !
 1985.2!                         *+           !!         .    0    .         !
 1985.3!                         * +          !!         .  0 .    .         !
 1985.4!                       *  +           !!         .0   .    .         !
 1986.1!                  *     +             !!      0  .    .    .         !
 1986.2!                   +    *             !!         .    .    . 0       !
 1986.3!                        +  *          !!         .    .   0.         !
 1986.4!                           +     *    !!         .    .    .  0      !
 1987.1!                           *   +      !!         0    .    .         !
 1987.2!                           + *        !!         .    .  0 .         !
 1987.3!                            + *       !!         .    . 0  .         !
 1987.4!                             + *      !!         .    . 0  .         !
 1988.1!                             +*       !!         .    .0   .         !
 1988.2!                             + *      !!         .    . 0  .         !
 1988.3!                              +*      !!         .    .0   .         !
 1988.4!                            * +       !!         .0   .    .         !
 1989.1!                            +   *     !!         .    .    .0        !
 1989.2!                               + *    !!         .    . 0  .         !
 1989.3!                                + *   !!         .    .  0 .         !
 1989.4!                                *+    !!         .  0 .    .         !
 1990.1!                              +     * !!         .    .    .  0      !
 1990.2!                             *   +    !!         0    .    .         !
 1990.3!                           +      *   !!         .    .    .   0     !
 1990.4!                          *     +     !!     0   .    .    .         !
 1991.1!                         + *          !!         .    .   0.         !
 1991.2!                          +  *        !!         .    .   0.         !
 1991.3!                             +*       !!         .    . 0  .         !
 1991.4!                          *  +        !!         .0   .    .         !
 1992.1!                         +            !!         .    0    .         !
 1992.2!                         +*           !!         .    .0   .         !
 1992.3!                      * +             !!         . 0  .    .         !
 1992.4!                      + *             !!         .    . 0  .         !
 1993.1!                    *   +             !!        0.    .    .         !
 1993.2!                    +     *           !!         .    .    .  0      !
 1993.3!                         *+           !!         .   0.    .         !
 1993.4!                        *+            !!         .  0 .    .         !
 1994.1!                        +   *         !!         .    .    0         !
 1994.2!                           +          !!         .   0.    .         !
 1994.3!                          +*          !!         .    .0   .         !
 1994.4!                          +*          !!         .    .0   .         !
 1995.1!                          +*          !!         .    .0   .         !
 1995.2!                          + *         !!         .    .  0 .         !
 1995.3!                           +*         !!         .    .0   .         !
 1995.4!                           +    *     !!         .    .    .0        !
 1996.1!                             * +      !!         .  0 .    .         !
 1996.2!                             +*       !!         .    . 0  .         !
 1996.3!                         *   +        !!        0.    .    .         !
 1996.4!                         +   *        !!         .    .    0         !
 1997.1!                             +   *    !!         .    .    0         !
 1997.2!                               *+     !!         .   0.    .         !
 1997.3!                              +       !!         .   0.    .         !
 1997.4!                            *+        !!         .  0 .    .         !
 1998.1!                           *+         !!         .   0.    .         !
 1998.2!                           +  *       !!         .    .   0.         !
 1998.3!                            *+        !!         .  0 .    .         !
 1998.4!                           + *        !!         .    . 0  .         !
 1999.1!                             +  *     !!         .    .    0         !
 1999.2!                                +    *!!         .    .    . 0       !
 1999.3!                                   +* !!         .    .0   .         !
 1999.4!                                   +* !!         .    . 0  .         !
 2000.1!                                   +* !!         .    . 0  .         !
 2000.2!                                  * + !!         .  0 .    .         !
 2000.3!                                  +   !!         .    0    .         !
 2000.4!                                  + * !!         .    .  0 .         !
 2001.1!                                   +  !!         .   0.    .         !
 2001.2!                                 *+   !!         .   0.    .         !
 2001.3!                              *  +    !!         .0   .    .         !
 2001.4!                              + *     !!         .    .  0 .         !
 2002.1!                                +*    !!         .    .0   .         !
 2002.2!                                + *   !!         .    . 0  .         !
 2002.3!                                *+    !!         .   0.    .         !
 2002.4!                                +   * !!         .    .    .0        !
 2003.1!                                  +   !!         .    0    .         !
 2003.2!                             *   +    !!         .0   .    .         !
 2003.3!                             +        !!         .    0    .         !
 2003.4!                            +    *    !!         .    .    .0        !
 2004.1!                               +   *  !!         .    .    .0        !
 2004.2!                                 +*   !!         .    0    .         !
 2004.3!                                +     *!         .    .    .  0      !
 2004.4!                                *  +  !!         0    .    .         !
 2005.1!                            *+        !!         .  0 .    .         !
 2005.2!                           +       *  !!         .    .    .     0   !
 2005.3!                                 +    !!         .    0    .         !
 2005.4!                             * +      !!         .  0 .    .         !
 2006.1!                            +         !!         .    0    .         !
 2006.2!                           +          !!         .   0.    .         !
 2006.3!                          +*          !!         .    . 0  .         !
 2006.4!                        *  +          !!         . 0  .    .         !
 2007.1!                        +*            !!         .    . 0  .         !
 2007.2!                        *+            !!         .   0.    .         !
 2007.3!                       + *            !!         .    .  0 .         !
 2007.4!                     *  +             !!         .0   .    .         !
 2008.1!                 *   +                !!         0    .    .         !
 2008.2!                 +                    !!         .    0    .         !
 2008.3!             *    +                   !!       0 .    .    .         !
 2008.4!               +     *                !!         .    .    .  0      !
 2009.1!                     +    *           !!         .    .    . 0       !
 2009.2!                        *+            !!         .  0 .    .         !
 2009.3!                       *+             !!         .   0.    .         !
 2009.4!                      +     *         !!         .    .    .  0      !
 2010.1!                          *+          !!         .  0 .    .         !
 2010.2!                        * +           !!         . 0  .    .         !
 2010.3!                    *   +             !!         0    .    .         !
 2010.4!                     +           *    !!         .    .    .         0
 2011.1!                      *        +      !!   0     .    .    .         !
 2011.2!                      + *             !!         .    . 0  .         !
 2011.3!                      * +             !!         . 0  .    .         !
 2011.4!                      +               !!         .    0    .         !
 2012.1!                      +*              !!         .    .0   .         !
 2012.2!                        +  *          !!         .    .   0.         !
 2012.3!                          +           !!         .   0.    .         !
 2012.4!                        * +           !!         .  0 .    .         !


     32.45 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDEJA=DEPX$Q/JAPMM;                                                     
 GENR LAADEJA=LOG(AADEJA+.00001);                                             
 GENR LADEJA=LOG(ADEJA+.00001);                                               
 LHS AADEJA=EXP(LAADEJA)-.00001;                                              
  EQ  129 LAADEJA C LADEJA(-1) PDEJA;                                         
EQUATION 389  LAADEJA  
   RHS     C  LADEJA(-1)  PDEJA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  389 PLOT=0;END;                                                     

Equation number =  389
**********************

Dependent variable = LAADEJA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.490543863

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.527838519       0.171218521  -3.08284     1.000000
11576 LADEJA  ( -1)       0.895254532       0.033380251  26.81989    -5.493864
11574 PDEJA   (  0)      -0.034265880       0.074430791  -0.46037     1.292793

SE of equation            =     0.203460525
Sum of squared residuals  =  7.65829424      -0.190292226E-10
Average absolute error    =     0.141337296
Sum of ABS residuals      =  26.5714117    
R squared                 =   0.82308
Durbin-Watson statistic   =   2.53254
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*      +                               !!       0  .   .   .          !
 1966.2* +                                    !!          . 0 .   .          !
 1966.3* +                                    !!          . 0 .   .          !
 1966.4! + *                                  !!          .   .0  .          !
 1967.1!    +                                 !!          .  0.   .          !
 1967.2!     + *                              !!          .   .0  .          !
 1967.3!      * +                             !!          . 0 .   .          !
 1967.4!    *   +                             !!          .0  .   .          !
 1968.1!     *+                               !!          .  0.   .          !
 1968.2!      +                               !!          .   0   .          !
 1968.3!       *+                             !!          .  0.   .          !
 1968.4!  *     +                             !!         0.   .   .          !
 1969.1!    +     *                           !!          .   .   .0         !
 1969.2!       *   +                          !!          0   .   .          !
 1969.3!        +                             !!          .   0   .          !
 1969.4!       * +                            !!          . 0 .   .          !
 1970.1!       * +                            !!          .  0.   .          !
 1970.2!       * +                            !!          .  0.   .          !
 1970.3!      *  +                            !!          . 0 .   .          !
 1970.4!       *+                             !!          .  0.   .          !
 1971.1!        +   *                         !!          .   .  0.          !
 1971.2!          *  +                        !!          .0  .   .          !
 1971.3!         * +                          !!          . 0 .   .          !
 1971.4!         *+                           !!          .  0.   .          !
 1972.1!       *  +                           !!          .0  .   .          !
 1972.2!        +*                            !!          .   .0  .          !
 1972.3!          +                           !!          .  0.   .          !
 1972.4!           +                          !!          .   0   .          !
 1973.1!        *   +                         !!          0   .   .          !
 1973.2!         +*                           !!          .   0   .          !
 1973.3!          *+                          !!          .  0.   .          !
 1973.4!           +                          !!          .   0   .          !
 1974.1!            +                         !!          .   .0  .          !
 1974.2!       *     +                        !!         0.   .   .          !
 1974.3!      * +                             !!          .0  .   .          !
 1974.4!      *+                              !!          .  0.   .          !
 1975.1!      * +                             !!          . 0 .   .          !
 1975.2!       +  *                           !!          .   . 0 .          !
 1975.3!           +    *                     !!          .   .   0          !
 1975.4!                +*                    !!          .   .0  .          !
 1976.1!        *        +                    !!      0   .   .   .          !
 1976.2!         +      *                     !!          .   .   .  0       !
 1976.3!     *          +                     !!    0     .   .   .          !
 1976.4!     *+                               !!          .  0.   .          !
 1977.1!      +        *                      !!          .   .   .   0      !
 1977.2!           *   +                      !!          0   .   .          !
 1977.3!          *+                          !!          .  0.   .          !
 1977.4!          *+                          !!          .  0.   .          !
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 1978.4!               +     *                !!          .   .   .0         !
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 1979.3!                   *   +              !!          0   .   .          !
 1979.4!                  *+                  !!          .  0.   .          !
 1980.1!                *  +                  !!          . 0 .   .          !
 1980.2!          *      +                    !!         0.   .   .          !
 1980.3!           +       *                  !!          .   .   .  0       !
 1980.4!                   +    *             !!          .   .   0          !
 1981.1!                        + *           !!          .   . 0 .          !
 1981.2!                         +*           !!          .   .0  .          !
 1981.3!                          +           !!          .   0   .          !
 1981.4!                       *  +           !!          .0  .   .          !
 1982.1!                      + *             !!          .   .0  .          !
 1982.2!            *          +              !!    0     .   .   .          !
 1982.3!         *   +                        !!          .0  .   .          !
 1982.4!          +                           !!          .   0   .          !
 1983.1!        *  +                          !!          .0  .   .          !
 1983.2!          + *                         !!          .   . 0 .          !
 1983.3!             +      *                 !!          .   .   . 0        !
 1983.4!                    +        *        !!          .   .   .   0      !
 1984.1!                         *  +         !!          .0  .   .          !
 1984.2!                         +  *         !!          .   .  0.          !
 1984.3!                            +  *      !!          .   .  0.          !
 1984.4!                             *+       !!          .  0.   .          !
 1985.1!                         *  +         !!          . 0 .   .          !
 1985.2!                         +       *    !!          .   .   .  0       !
 1985.3!                                + *   !!          .   . 0 .          !
 1985.4!                                *+    !!          .  0.   .          !
 1986.1!                         *     +      !!         0.   .   .          !
 1986.2!                         +      *     !!          .   .   .  0       !
 1986.3!                               +  *   !!          .   . 0 .          !
 1986.4!                               * +    !!          .  0.   .          !
 1987.1!                              +*      !!          .   0   .          !
 1987.2!                              +    *  !!          .   .   .0         !
 1987.3!                                  +*  !!          .   . 0 .          !
 1987.4!                               *  +   !!          . 0 .   .          !
 1988.1!                              +       !!          .   0   .          !
 1988.2!                             +    *   !!          .   .   0          !
 1988.3!                                +  *  !!          .   . 0 .          !
 1988.4!                                 +    !!          .  0.   .          !
 1989.1!                                +     !!          .   0   .          !
 1989.2!                               + *    !!          .   . 0 .          !
 1989.3!                               *+     !!          .  0.   .          !
 1989.4!                              + *     !!          .   .0  .          !
 1990.1!                               +      !!          .   .0  .          !
 1990.2!                           *  +       !!          .0  .   .          !
 1990.3!                      *   +           !!          0   .   .          !
 1990.4!                      +  *            !!          .   .  0.          !
 1991.1!                        +*            !!          .   0   .          !
 1991.2!                        +  *          !!          .   . 0 .          !
 1991.3!                          +     *     !!          .   .   .0         !
 1991.4!                              *+      !!          .   0   .          !
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 1992.2!                           + *        !!          .   .0  .          !
 1992.3!                            +*        !!          .   . 0 .          !
 1992.4!                             +  *     !!          .   .  0.          !
 1993.1!                              +*      !!          .   0   .          !
 1993.2!                              +       !!          .   0   .          !
 1993.3!                             +    *   !!          .   .   0          !
 1993.4!                                *+    !!          .  0.   .          !
 1994.1!                               +      !!          .   .0  .          !
 1994.2!                              + *     !!          .   . 0 .          !
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 1994.4!                             * +      !!          . 0 .   .          !
 1995.1!                            +         !!          .   0   .          !
 1995.2!                           + *        !!          .   .0  .          !
 1995.3!                            + *       !!          .   .0  .          !
 1995.4!                             + *      !!          .   . 0 .          !
 1996.1!                     *        +       !!      0   .   .   .          !
 1996.2!                     +                *!          .   .   .          0
 1996.3!                      *             + !!  0       .   .   .          !
 1996.4!                      +               !!          .   0   .          !
 1997.1!                      + *             !!          .   . 0 .          !
 1997.2!                    *   +             !!          .0  .   .          !
 1997.3!                     +               *!!          .   .   .          0
 1997.4!                        *           + !!    0     .   .   .          !
 1998.1!                        +             !!          .   0   .          !
 1998.2!                     *  +             !!          .0  .   .          !
 1998.3!                     +   *            !!          .   .  0.          !
 1998.4!                        +      *      !!          .   .   . 0        !
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 1999.3!                           *   +      !!          .0  .   .          !
 1999.4!                          +  *        !!          .   .  0.          !
 2000.1!                             +      * !!          .   .   . 0        !
 2000.2!                         *         +  !!      0   .   .   .          !
 2000.3!                         +  *         !!          .   . 0 .          !
 2000.4!                           +   *      !!          .   .  0.          !
 2001.1!                              +       !!          .   0   .          !
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 2001.3!                            *  +      !!          . 0 .   .          !
 2001.4!                           +      *   !!          .   .   . 0        !
 2002.1!                                *+    !!          .  0.   .          !
 2002.2!                             * +      !!          . 0 .   .          !
 2002.3!                            + *       !!          .   .0  .          !
 2002.4!                             + *      !!          .   . 0 .          !
 2003.1!                          *   +       !!          .0  .   .          !
 2003.2!                          +   *       !!          .   .  0.          !
 2003.3!                             +*       !!          .   .0  .          !
 2003.4!                             +        !!          .  0.   .          !
 2004.1!                          * +         !!          . 0 .   .          !
 2004.2!                          +    *      !!          .   .   .0         !
 2004.3!                         *    +       !!          0   .   .          !
 2004.4!                        *+            !!          .  0.   .          !
 2005.1!                        +*            !!          .   .0  .          !
 2005.2!                       * +            !!          .  0.   .          !
 2005.3!                      *+              !!          .  0.   .          !
 2005.4!                   *  +               !!          . 0 .   .          !
 2006.1!                    +                 !!          .   0   .          !
 2006.2!                  * +                 !!          . 0 .   .          !
 2006.3!                  +*                  !!          .   0   .          !
 2006.4!                   +  *               !!          .   . 0 .          !
 2007.1!                     *+               !!          .  0.   .          !
 2007.2!                *    +                !!          0   .   .          !
 2007.3!                 + *                  !!          .   . 0 .          !
 2007.4!                  *+                  !!          .  0.   .          !
 2008.1!                  *+                  !!          .  0.   .          !
 2008.2!                  + *                 !!          .   .0  .          !
 2008.3!                 *  +                 !!          . 0 .   .          !
 2008.4!                  + *                 !!          .   . 0 .          !
 2009.1!                    + *               !!          .   .0  .          !
 2009.2!                     *+               !!          .  0.   .          !
 2009.3!                    *+                !!          .  0.   .          !
 2009.4!                    +*                !!          .   .0  .          !
 2010.1!                   * +                !!          . 0 .   .          !
 2010.2!                *   +                 !!          .0  .   .          !
 2010.3!                 +*                   !!          .   0   .          !
 2010.4!                 *+                   !!          .  0.   .          !
 2011.1!               * +                    !!          . 0 .   .          !
 2011.2!               *+                     !!          .  0.   .          !
 2011.3!               +                      !!          .   0   .          !
 2011.4!               *+                     !!          .  0.   .          !
 2012.1!                +                     !!          .   0   .          !
 2012.2!               * +                    !!          .  0.   .          !
 2012.3!                + *                   !!          .   .0  .          !
 2012.4!                  +                   !!          .   0   .          !


     20.21 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOJA=NOPX$Q/JAPMM;                                                     
 GENR LAANOJA=LOG(AANOJA+.00001);                                             
 GENR LANOJA=LOG(ANOJA+.00001);                                               
 LHS AANOJA=EXP(LAANOJA)-.00001;                                              
  EQ  130 LAANOJA C LANOJA(-1) PNOJA;                                         
EQUATION 390  LAANOJA  
   RHS     C  LANOJA(-1)  PNOJA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  390 PLOT=0;END;                                                     

Equation number =  390
**********************

Dependent variable = LAANOJA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.866282649

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.636753605       0.266261252  -6.14717     1.000000
11579 LANOJA  ( -1)       0.650271732       0.054281059  11.97972    -5.865498
11577 PNOJA   (  0)      -0.382872292       0.081375264  -4.70502     1.084857

SE of equation            =     0.236661146
Sum of squared residuals  =  10.3615722      -0.277191603E-10
Average absolute error    =     0.184128784
Sum of ABS residuals      =  34.6162113    
R squared                 =   0.71275
Durbin-Watson statistic   =   2.32549
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!          +  *                        !!         .    .   0.         !
 1966.2!             +  *                     !!         .    .  0 .         !
 1966.3!              +                       !!         .   0.    .         !
 1966.4!              +*                      !!         .    .0   .         !
 1967.1!               +                      !!         .    0    .         !
 1967.2!                +    *                !!         .    .    .0        !
 1967.3!                *   +                 !!         0    .    .         !
 1967.4!                 +*                   !!         .    .0   .         !
 1968.1!             *     +                  !!        0.    .    .         !
 1968.2!           *   +                      !!         0    .    .         !
 1968.3!     *        +                       !!    0    .    .    .         !
 1968.4!          +  *                        !!         .    .  0 .         !
 1969.1!               +    *                 !!         .    .    .0        !
 1969.2!       *            +                 !0         .    .    .         !
 1969.3!            +                         !!         .    0    .         !
 1969.4!           *   +                      !!         .0   .    .         !
 1970.1!         *    +                       !!        0.    .    .         !
 1970.2!         *   +                        !!         0    .    .         !
 1970.3!            *+                        !!         .  0 .    .         !
 1970.4!          *    +                      !!        0.    .    .         !
 1971.1!        *     +                       !!       0 .    .    .         !
 1971.2!             +  *                     !!         .    .  0 .         !
 1971.3!     *            +                   !0         .    .    .         !
 1971.4!           + *                        !!         .    .  0 .         !
 1972.1!            *   +                     !!         0    .    .         !
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 1972.3!      *           +                   !!0        .    .    .         !
 1972.4!           +   *                      !!         .    .    0         !
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 1974.1!               + *                    !!         .    .0   .         !
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 1974.3!    *     +                           !!       0 .    .    .         !
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 1975.1!  *      +                            !!       0 .    .    .         !
 1975.2!*    +                                !!         0    .    .         !
 1975.3!   *+                                 !!         .   0.    .         !
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 1976.1!        *    +                        !!       0 .    .    .         !
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 1978.1!   *     +                            !!       0 .    .    .         !
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 1978.3!          +                           !!         .    .0   .         !
 1978.4!           +       *                  !!         .    .    .   0     !
 1979.1!                 +*                   !!         .    . 0  .         !
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 1979.3!           *        +                 !!    0    .    .    .         !
 1979.4!       *    +                         !!        0.    .    .         !
 1980.1!         + *                          !!         .    . 0  .         !
 1980.2!           +*                         !!         .    .0   .         !
 1980.3!     *     +                          !!       0 .    .    .         !
 1980.4!      + *                             !!         .    . 0  .         !
 1981.1!      * +                             !!         . 0  .    .         !
 1981.2!       +    *                         !!         .    .    .0        !
 1981.3!           +*                         !!         .    .0   .         !
 1981.4!  *       +                           !!     0   .    .    .         !
 1982.1!   +   *                              !!         .    .   0.         !
 1982.2!       +    *                         !!         .    .    0         !
 1982.3! *         +                          !!  0      .    .    .         !
 1982.4!     +                                !!         .    .0   .         !
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 1983.2!          +    *                      !!         .    .    0         !
 1983.3!          *   +                       !!         0    .    .         !
 1983.4!           +*                         !!         .    .0   .         !
 1984.1!            +     *                   !!         .    .    . 0       !
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 1984.3!               * +                    !!         .  0 .    .         !
 1984.4!               +       *              !!         .    .    .   0     !
 1985.1!                  * +                 !!         . 0  .    .         !
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 1985.4!                  + *                 !!         .    .  0 .         !
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 1987.4!                 +  *                 !!         .    .   0.         !
 1988.1!                    +                 !!         .    0    .         !
 1988.2!                   *+                 !!         .  0 .    .         !
 1988.3!                    + *               !!         .    .  0 .         !
 1988.4!                      +     *         !!         .    .    .0        !
 1989.1!                         +            !!         .    0    .         !
 1989.2!                    *   +             !!         .0   .    .         !
 1989.3!                 *   +                !!         0    .    .         !
 1989.4!                  +   *               !!         .    .    0         !
 1990.1!                     + *              !!         .    . 0  .         !
 1990.2!                      +               !!         .    0    .         !
 1990.3!                    +                 !!         .   0.    .         !
 1990.4!                  + *                 !!         .    . 0  .         !
 1991.1!                   +   *              !!         .    .   0.         !
 1991.2!                     +  *             !!         .    .  0 .         !
 1991.3!                     * +              !!         .  0 .    .         !
 1991.4!                     +      *         !!         .    .    .  0      !
 1992.1!                       * +            !!         . 0  .    .         !
 1992.2!                      + *             !!         .    .  0 .         !
 1992.3!                  *    +              !!         0    .    .         !
 1992.4!                   +       *          !!         .    .    .   0     !
 1993.1!                      *  +            !!         . 0  .    .         !
 1993.2!                      +  *            !!         .    .   0.         !
 1993.3!                       *+             !!         .  0 .    .         !
 1993.4!                       +    *         !!         .    .    .0        !
 1994.1!                        *  +          !!         . 0  .    .         !
 1994.2!                        +*            !!         .    .0   .         !
 1994.3!                        +*            !!         .    .0   .         !
 1994.4!                        + *           !!         .    . 0  .         !
 1995.1!                        +             !!         .    0    .         !
 1995.2!                        +             !!         .    0    .         !
 1995.3!                      * +             !!         .  0 .    .         !
 1995.4!                      +*              !!         .    .0   .         !
 1996.1!                       +*             !!         .    .0   .         !
 1996.2!                       +*             !!         .    .0   .         !
 1996.3!                       + *            !!         .    . 0  .         !
 1996.4!                        + *           !!         .    .  0 .         !
 1997.1!                         + *          !!         .    .  0 .         !
 1997.2!                         +*           !!         .    .0   .         !
 1997.3!                         +            !!         .    0    .         !
 1997.4!                        +   *         !!         .    .    0         !
 1998.1!                          +    *      !!         .    .    0         !
 1998.2!                            + *       !!         .    . 0  .         !
 1998.3!                            +         !!         .    0    .         !
 1998.4!                           +      *   !!         .    .    .  0      !
 1999.1!                               +      *!         .    .    .   0     !
 1999.2!                                 +  * !!         .    .   0.         !
 1999.3!                           *   +      !!        0.    .    .         !
 1999.4!                         +   *        !!         .    .    0         !
 2000.1!                         *+           !!         .    0    .         !
 2000.2!                        +  *          !!         .    .   0.         !
 2000.3!                 *      +             !!      0  .    .    .         !
 2000.4!                  +  *                !!         .    .   0.         !
 2001.1!                    +  *              !!         .    .  0 .         !
 2001.2!                      +               !!         .    .0   .         !
 2001.3!                   *  +               !!         . 0  .    .         !
 2001.4!                    +     *           !!         .    .    . 0       !
 2002.1!                       *+             !!         .   0.    .         !
 2002.2!                      +  *            !!         .    .  0 .         !
 2002.3!                       +  *           !!         .    .  0 .         !
 2002.4!                        +   *         !!         .    .    0         !
 2003.1!                      * +             !!         .  0 .    .         !
 2003.2!                     +   *            !!         .    .    0         !
 2003.3!                   *   +              !!         0    .    .         !
 2003.4!                   +*                 !!         .    . 0  .         !
 2004.1!                    +                 !!         .    .0   .         !
 2004.2!                  *+                  !!         .   0.    .         !
 2004.3!                 *+                   !!         .   0.    .         !
 2004.4!                +                     !!         .    0    .         !
 2005.1!               +*                     !!         .    .0   .         !
 2005.2!              *+                      !!         .  0 .    .         !
 2005.3!         *   +                        !!         .0   .    .         !
 2005.4!          + *                         !!         .    . 0  .         !
 2006.1!           +*                         !!         .    .0   .         !
 2006.2!           + *                        !!         .    . 0  .         !
 2006.3!      *    +                          !!        0.    .    .         !
 2006.4!       +       *                      !!         .    .    .  0      !
 2007.1!             + *                      !!         .    . 0  .         !
 2007.2!             +                        !!         .    0    .         !
 2007.3!         * +                          !!         . 0  .    .         !
 2007.4!        + *                           !!         .    . 0  .         !
 2008.1!       +   *                          !!         .    .   0.         !
 2008.2!       +                              !!         .    .0   .         !
 2008.3!  *   +                               !!         0    .    .         !
 2008.4!    +       *                         !!         .    .    .  0      !
 2009.1!            +   *                     !!         .    .    0         !
 2009.2!               +  *                   !!         .    .  0 .         !
 2009.3!             *  +                     !!         . 0  .    .         !
 2009.4!            +  *                      !!         .    .  0 .         !
 2010.1!             +   *                    !!         .    .    0         !
 2010.2!          *    +                      !!        0.    .    .         !
 2010.3!           +     *                    !!         .    .    . 0       !
 2010.4!             *+                       !!         .   0.    .         !
 2011.1!           + *                        !!         .    . 0  .         !
 2011.2!          +                           !!         .   0.    .         !
 2011.3!         + *                          !!         .    . 0  .         !
 2011.4!         + *                          !!         .    . 0  .         !
 2012.1!         +                            !!         .    0    .         !
 2012.2!        +  *                          !!         .    .  0 .         !
 2012.3!    *    +                            !!        0.    .    .         !
 2012.4!     +                                !!         .    0    .         !


     31.91 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWJA=SWPX$Q/JAPMM;                                                     
 GENR LAASWJA=LOG(AASWJA+.00001);                                             
 GENR LASWJA=LOG(ASWJA+.00001);                                               
 LHS AASWJA=EXP(LAASWJA)-.00001;                                              
  EQ  131 LAASWJA C LASWJA(-1) PSWJA;                                         
EQUATION 391  LAASWJA  
   RHS     C  LASWJA(-1)  PSWJA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  391 PLOT=0;END;                                                     

Equation number =  391
**********************

Dependent variable = LAASWJA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.409448832

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.683117178       0.183807192  -3.71649     1.000000
11582 LASWJA  ( -1)       0.855429405       0.039067439  21.89622    -5.411012
11580 PSWJA   (  0)      -0.067270536       0.046762795  -1.43855     1.450747

SE of equation            =     0.144920285
Sum of squared residuals  =  3.88534947       0.441824355E-10
Average absolute error    =     0.106557885
Sum of ABS residuals      =  20.0328824    
R squared                 =   0.79851
Durbin-Watson statistic   =   2.53414
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!   + *                                !!         .    .  0 .         !
 1966.2! *    +                               !!        0.    .    .         !
 1966.3*  +                                   !!         .0   .    .         !
 1966.4! +            *                       !!         .    .    .         0
 1967.1!             *+                       !!         .  0 .    .         !
 1967.2!             +                        !!         .   0.    .         !
 1967.3!             +                        !!         .   0.    .         !
 1967.4!             *+                       !!         .   0.    .         !
 1968.1!             *+                       !!         .   0.    .         !
 1968.2!       *      +                       !!     0   .    .    .         !
 1968.3!        +        *                    !!         .    .    .    0    !
 1968.4!      *          +                    !!0        .    .    .         !
 1969.1!       +      *                       !!         .    .    .  0      !
 1969.2!            *  +                      !!         . 0  .    .         !
 1969.3!             +                        !!         .   0.    .         !
 1969.4!             +  *                     !!         .    .  0 .         !
 1970.1!              * +                     !!         . 0  .    .         !
 1970.2!               +                      !!         .    0    .         !
 1970.3!                +   *                 !!         .    .    0         !
 1970.4!                *   +                 !!         0    .    .         !
 1971.1!                 +       *            !!         .    .    .    0    !
 1971.2!               *        +             !!  0      .    .    .         !
 1971.3!               +  *                   !!         .    .  0 .         !
 1971.4!                * +                   !!         .  0 .    .         !
 1972.1!             *   +                    !!         .0   .    .         !
 1972.2!              +*                      !!         .    .0   .         !
 1972.3!                +                     !!         .    0    .         !
 1972.4!                +                     !!         .    0    .         !
 1973.1!                 + *                  !!         .    .  0 .         !
 1973.2!                   +*                 !!         .    .0   .         !
 1973.3!               *    +                 !!        0.    .    .         !
 1973.4!               +                      !!         .    0    .         !
 1974.1!            *  +                      !!         .0   .    .         !
 1974.2!            +   *                     !!         .    .   0.         !
 1974.3!          *    +                      !!        0.    .    .         !
 1974.4!      *   +                           !!        0.    .    .         !
 1975.1*      +                               !!      0  .    .    .         !
 1975.2!+         *                           !!         .    .    .     0   !
 1975.3!          +*                          !!         .    .0   .         !
 1975.4!  *        +                          !!   0     .    .    .         !
 1976.1!   +                                  !!         .    0    .         !
 1976.2!    +                                 !!         .    .0   .         !
 1976.3!*    +                                !!       0 .    .    .         !
 1976.4* +                                    !!         .   0.    .         !
 1977.1! +  *                                 !!         .    .   0.         !
 1977.2!    *+                                !!         .   0.    .         !
 1977.3!    *+                                !!         .   0.    .         !
 1977.4!     +     *                          !!         .    .    .  0      !
 1978.1!           +     *                    !!         .    .    . 0       !
 1978.2!           *    +                     !!        0.    .    .         !
 1978.3!            +*                        !!         .    . 0  .         !
 1978.4!             +    *                   !!         .    .    .0        !
 1979.1!                 +                    !!         .   0.    .         !
 1979.2!              *  +                    !!         . 0  .    .         !
 1979.3!            *  +                      !!         . 0  .    .         !
 1979.4!             +      *                 !!         .    .    .   0     !
 1980.1!              *     +                 !!        0.    .    .         !
 1980.2!             * +                      !!         .  0 .    .         !
 1980.3!             +                        !!         .   0.    .         !
 1980.4!             +*                       !!         .    .0   .         !
 1981.1!    *         +                       !!  0      .    .    .         !
 1981.2!    * +                               !!         .  0 .    .         !
 1981.3!      +                               !!         .    0    .         !
 1981.4!   *   +                              !!         0    .    .         !
 1982.1!     +*                               !!         .    . 0  .         !
 1982.2!        +     *                       !!         .    .    .  0      !
 1982.3!             * +                      !!         .   0.    .         !
 1982.4!             *+                       !!         .  0 .    .         !
 1983.1!             +         *              !!         .    .    .      0  !
 1983.2!                    * +               !!         .  0 .    .         !
 1983.3!                     +*               !!         .    . 0  .         !
 1983.4!               *      +               !!     0   .    .    .         !
 1984.1!               + *                    !!         .    . 0  .         !
 1984.2!                 +   *                !!         .    .   0.         !
 1984.3!                     + *              !!         .    . 0  .         !
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 1985.1!                   * +                !!         . 0  .    .         !
 1985.2!                   +*                 !!         .    .0   .         !
 1985.3!                   *+                 !!         .  0 .    .         !
 1985.4!                   +  *               !!         .    .   0.         !
 1986.1!            *        +                !!   0     .    .    .         !
 1986.2!            +    *                    !!         .    .    .0        !
 1986.3!                 + *                  !!         .    . 0  .         !
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 1987.1!                   * +                !!         . 0  .    .         !
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 1988.1!                   +*                 !!         .    .0   .         !
 1988.2!                   + *                !!         .    . 0  .         !
 1988.3!                     +                !!         .   0.    .         !
 1988.4!                    + *               !!         .    . 0  .         !
 1989.1!                     +                !!         .   0.    .         !
 1989.2!                     +                !!         .    0    .         !
 1989.3!                    +*                !!         .    .0   .         !
 1989.4!                    +                 !!         .   0.    .         !
 1990.1!                   +*                 !!         .    .0   .         !
 1990.2!                   *+                 !!         .   0.    .         !
 1990.3!                   + *                !!         .    .  0 .         !
 1990.4!                   * +                !!         .  0 .    .         !
 1991.1!                   +                  !!         .    0    .         !
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 1991.3!                    +*                !!         .    .0   .         !
 1991.4!                *   +                 !!         0    .    .         !
 1992.1!                +      *              !!         .    .    .  0      !
 1992.2!             *        +               !!    0    .    .    .         !
 1992.3!              +    *                  !!         .    .    .0        !
 1992.4!                  +                   !!         .    0    .         !
 1993.1!                  +   *               !!         .    .   0.         !
 1993.2!                     +  *             !!         .    .  0 .         !
 1993.3!                       +  *           !!         .    .  0 .         !
 1993.4!                         +*           !!         .    .0   .         !
 1994.1!                         +            !!         .   0.    .         !
 1994.2!                        +      *      !!         .    .    .  0      !
 1994.3!                          *  +        !!         .0   .    .         !
 1994.4!                         +   *        !!         .    .    0         !
 1995.1!                           +          !!         .    0    .         !
 1995.2!                          +   *       !!         .    .    0         !
 1995.3!                             +    *   !!         .    .    .0        !
 1995.4!                           *   +      !!         0    .    .         !
 1996.1!                          +*          !!         .    . 0  .         !
 1996.2!                          +          *!!         .    .    .        0!
 1996.3!                                 * +  !!         .  0 .    .         !
 1996.4!                               +      !!         .    0    .         !
 1997.1!                             +       *!!         .    .    .    0    !
 1997.2!                                * +   !!         . 0  .    .         !
 1997.3!                              +*      !!         .    .0   .         !
 1997.4!                          *  +        !!         0    .    .         !
 1998.1!                         +  *         !!         .    .   0.         !
 1998.2!                         * +          !!         .  0 .    .         !
 1998.3!                        +  *          !!         .    .   0.         !
 1998.4!                          +*          !!         .    . 0  .         !
 1999.1!                          +           !!         .    0    .         !
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 1999.3!                          +        *  !!         .    .    .    0    !
 1999.4!                                 +    !!         .    .0   .         !
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 2000.2!                                 +    !!         .    .0   .         !
 2000.3!                                + *   !!         .    .  0 .         !
 2000.4!                                 +    !!         .    0    .         !
 2001.1!                               +   *  !!         .    .    0         !
 2001.2!                                 +    *!         .    .    0         !
 2001.3!                                    + *!         .    .  0 .         !
 2001.4!                                    +*!!         .    . 0  .         !
 2002.1!                                   +  !!         .    0    .         !
 2002.2!                                 + *  !!         .    . 0  .         !
 2002.3!                               * +    !!         .  0 .    .         !
 2002.4!                       *      +       !!      0  .    .    .         !
 2003.1!                       +   *          !!         .    .    0         !
 2003.2!                          +*          !!         .    . 0  .         !
 2003.3!                       *  +           !!         .0   .    .         !
 2003.4!                      +*              !!         .    .0   .         !
 2004.1!                       + *            !!         .    . 0  .         !
 2004.2!                        +*            !!         .    .0   .         !
 2004.3!                        +             !!         .    0    .         !
 2004.4!                       +              !!         .   0.    .         !
 2005.1!                  *   +               !!         0    .    .         !
 2005.2!                  *+                  !!         .   0.    .         !
 2005.3!                  + *                 !!         .    . 0  .         !
 2005.4!                   *+                 !!         .   0.    .         !
 2006.1!                   +*                 !!         .    .0   .         !
 2006.2!                    +*                !!         .    0    .         !
 2006.3!                  *  +                !!         . 0  .    .         !
 2006.4!                  + *                 !!         .    .  0 .         !
 2007.1!                 *  +                 !!         .0   .    .         !
 2007.2!             *   +                    !!         0    .    .         !
 2007.3!              +                       !!         .    0    .         !
 2007.4!         *     +                      !!       0 .    .    .         !
 2008.1!          +                           !!         .   0.    .         !
 2008.2!           +                          !!         .    0    .         !
 2008.3!        *    +                        !!        0.    .    .         !
 2008.4!        * +                           !!         .  0 .    .         !
 2009.1!          +    *                      !!         .    .    0         !
 2009.2!              *+                      !!         .  0 .    .         !
 2009.3!             * +                      !!         .  0 .    .         !
 2009.4!        *     +                       !!       0 .    .    .         !
 2010.1!       *  +                           !!         .0   .    .         !
 2010.2!        *+                            !!         .  0 .    .         !
 2010.3!          + *                         !!         .    .  0 .         !
 2010.4!          *  +                        !!         .0   .    .         !
 2011.1!         *  +                         !!         .0   .    .         !
 2011.2!        *  +                          !!         . 0  .    .         !
 2011.3!     *    +                           !!         0    .    .         !
 2011.4!       *+                             !!         .    0    .         !
 2012.1!         +     *                      !!         .    .    . 0       !
 2012.2!      *         +                     !!  0      .    .    .         !
 2012.3!       * +                            !!         .  0 .    .         !
 2012.4!         +                            !!         .   0.    .         !


     27.66 percent of the residuals exceed 1 SE
      7.45 percent of the residuals exceed 2 SE
@EQ   132 LAAGRJA C LAGRJA(-1) PGRJA;SMPL 1966.1 2012.4;OLS;EST  132 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRJA=IRPX$Q/JAPMM;                                                     
 GENR LAAIRJA=LOG(AAIRJA+.00001);                                             
 GENR LAIRJA=LOG(AIRJA+.00001);                                               
 LHS AAIRJA=EXP(LAAIRJA)-.00001;                                              
  EQ  133 LAAIRJA C LAIRJA(-1) PIRJA;                                         
EQUATION 392  LAAIRJA  
   RHS     C  LAIRJA(-1)  PIRJA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  392 PLOT=0;END;                                                     

Equation number =  392
**********************

Dependent variable = LAAIRJA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.286178557

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.196484508       0.116293906  -1.68955     1.000000
11585 LAIRJA  ( -1)       0.953715379       0.023905273  39.89561    -6.302454
11583 PIRJA   (  0)      -0.052744124       0.090463204  -0.58305     1.496792

SE of equation            =     0.266961844
Sum of squared residuals  =  13.1846958      -0.546318546E-11
Average absolute error    =     0.177437125
Sum of ABS residuals      =  33.3581795    
R squared                 =   0.94277
Durbin-Watson statistic   =   2.83773
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*    +                                 !!       0   .  .  .           !
 1966.2!+       *                             !!           .  .  .       0   !
 1966.3!    *    +                            !!        0  .  .  .           !
 1966.4!     +          *                     !!           .  .  .           0
 1967.1!     *          +                     !0           .  .  .           !
 1967.2!      +*                              !!           .  . 0.           !
 1967.3!      * +                             !!          0.  .  .           !
 1967.4!       +   *                          !!           .  .  .  0        !
 1968.1!         * +                          !!           0  .  .           !
 1968.2!         *+                           !!           .  0  .           !
 1968.3!        * +                           !!           .0 .  .           !
 1968.4!         +*                           !!           .  .0 .           !
 1969.1!       *   +                          !!         0 .  .  .           !
 1969.2!        + *                           !!           .  .  0           !
 1969.3!          *+                          !!           . 0.  .           !
 1969.4!          *+                          !!           .0 .  .           !
 1970.1!           +*                         !!           .  . 0.           !
 1970.2!             +*                       !!           .  . 0.           !
 1970.3!            *  +                      !!          0.  .  .           !
 1970.4!             +                        !!           . 0.  .           !
 1971.1!             +*                       !!           .  0  .           !
 1971.2!             *+                       !!           . 0.  .           !
 1971.3!             *+                       !!           . 0.  .           !
 1971.4!           *  +                       !!           0  .  .           !
 1972.1!           *+                         !!           . 0.  .           !
 1972.2!          * +                         !!           .0 .  .           !
 1972.3!           + *                        !!           .  .  0           !
 1972.4!          *   +                       !!         0 .  .  .           !
 1973.1!         * +                          !!           0  .  .           !
 1973.2!         + *                          !!           .  .  0           !
 1973.3!          * +                         !!           0  .  .           !
 1973.4!       *   +                          !!        0  .  .  .           !
 1974.1!       +    *                         !!           .  .  .  0        !
 1974.2!         *   +                        !!         0 .  .  .           !
 1974.3!       * +                            !!          0.  .  .           !
 1974.4!       +    *                         !!           .  .  .  0        !
 1975.1!         *  +                         !!          0.  .  .           !
 1975.2!         +*                           !!           .  .0 .           !
 1975.3!         * +                          !!           .0 .  .           !
 1975.4!       *  +                           !!           0  .  .           !
 1976.1!        +    *                        !!           .  .  .   0       !
 1976.2!             +   *                    !!           .  .  . 0         !
 1976.3!               * +                    !!           0  .  .           !
 1976.4!        *      +                      !!     0     .  .  .           !
 1977.1!         +  *                         !!           .  .  .0          !
 1977.2!            +                         !!           .  0  .           !
 1977.3!           * +                        !!           .0 .  .           !
 1977.4!           +   *                      !!           .  .  .0          !
 1978.1!          *    +                      !!        0  .  .  .           !
 1978.2!           +                          !!           .  0  .           !
 1978.3!           +  *                       !!           .  .  .0          !
 1978.4!            *  +                      !!          0.  .  .           !
 1979.1!            +                         !!           . 0.  .           !
 1979.2!            +*                        !!           .  0  .           !
 1979.3!             +*                       !!           .  .0 .           !
 1979.4!             *+                       !!           . 0.  .           !
 1980.1!       *      +                       !!      0    .  .  .           !
 1980.2!        +                             !!           .  0  .           !
 1980.3!        *+                            !!           . 0.  .           !
 1980.4!         + *                          !!           .  .  .0          !
 1981.1!        *   +                         !!         0 .  .  .           !
 1981.2!         +*                           !!           .  .0 .           !
 1981.3!         *+                           !!           .0 .  .           !
 1981.4!         +       *                    !!           .  .  .      0    !
 1982.1!               * +                    !!           0  .  .           !
 1982.2!               *+                     !!           . 0.  .           !
 1982.3!               + *                    !!           .  .  0           !
 1982.4!                  +                   !!           .  .0 .           !
 1983.1!                   + *                !!           .  .  0           !
 1983.2!                     +  *             !!           .  .  .0          !
 1983.3!                         +            !!           .  0  .           !
 1983.4!                     *   +            !!          0.  .  .           !
 1984.1!                     + *              !!           .  . 0.           !
 1984.2!                     * +              !!           .0 .  .           !
 1984.3!                     +*               !!           .  .0 .           !
 1984.4!                    * +               !!           0  .  .           !
 1985.1!                    + *               !!           .  . 0.           !
 1985.2!                      +               !!           .  0  .           !
 1985.3!                      +               !!           .  0  .           !
 1985.4!                    * +               !!           0  .  .           !
 1986.1!                    +*                !!           .  0  .           !
 1986.2!                     +  *             !!           .  .  .0          !
 1986.3!                    *   +             !!         0 .  .  .           !
 1986.4!                    +  *              !!           .  .  .0          !
 1987.1!                       +              !!           . 0.  .           !
 1987.2!                      *+              !!           . 0.  .           !
 1987.3!                      +*              !!           .  .0 .           !
 1987.4!                      *+              !!           .0 .  .           !
 1988.1!                     *+               !!           .0 .  .           !
 1988.2!                     +*               !!           .  .0 .           !
 1988.3!                      + *             !!           .  . 0.           !
 1988.4!                        +*            !!           .  .0 .           !
 1989.1!                        *+            !!           . 0.  .           !
 1989.2!                        +             !!           .  0  .           !
 1989.3!                        +             !!           .  0  .           !
 1989.4!                        +             !!           .  .0 .           !
 1990.1!                        +             !!           . 0.  .           !
 1990.2!                      * +             !!           .0 .  .           !
 1990.3!                     *+               !!           .0 .  .           !
 1990.4!                     +*               !!           .  .0 .           !
 1991.1!                      +*              !!           .  . 0.           !
 1991.2!                       +*             !!           .  .0 .           !
 1991.3!                        +             !!           . 0.  .           !
 1991.4!                        + *           !!           .  .  0           !
 1992.1!                          +*          !!           .  . 0.           !
 1992.2!                           +          !!           .  0  .           !
 1992.3!                           +          !!           . 0.  .           !
 1992.4!                           + *        !!           .  .  0           !
 1993.1!                             + *      !!           .  . 0.           !
 1993.2!                              +       !!           . 0.  .           !
 1993.3!                             *+       !!           .  0  .           !
 1993.4!                             +  *     !!           .  .  .0          !
 1994.1!                              * +     !!           0  .  .           !
 1994.2!                             +        !!           . 0.  .           !
 1994.3!                             +        !!           .  0  .           !
 1994.4!                             +        !!           .  0  .           !
 1995.1!                             + *      !!           .  . 0.           !
 1995.2!                              +       !!           . 0.  .           !
 1995.3!                            * +       !!           .0 .  .           !
 1995.4!                            +*        !!           .  .0 .           !
 1996.1!                            *+        !!           . 0.  .           !
 1996.2!                            + *       !!           .  .  0           !
 1996.3!                              +       !!           .  .0 .           !
 1996.4!                              +       !!           . 0.  .           !
 1997.1!                             *+       !!           .  0  .           !
 1997.2!                             +  *     !!           .  .  .0          !
 1997.3!                                +*    !!           .  .0 .           !
 1997.4!                               * +    !!           .0 .  .           !
 1998.1!                               +*     !!           .  . 0.           !
 1998.2!                                +*    !!           .  .0 .           !
 1998.3!                                +     !!           .  0  .           !
 1998.4!                                +     !!           .  .0 .           !
 1999.1!                                + *   !!           .  . 0.           !
 1999.2!                                 +*   !!           .  0  .           !
 1999.3!                                 + *  !!           .  . 0.           !
 1999.4!                                  +*  !!           .  .0 .           !
 2000.1!                                  +   *!           .  .  . 0         !
 2000.2!                                     *+!           . 0.  .           !
 2000.3!                                    + !!           .  0  .           !
 2000.4!                                    +*!!           .  .0 .           !
 2001.1!                                     +!!           .  .0 .           !
 2001.2!                                     +*!           .  .0 .           !
 2001.3!                                    *+!!           .0 .  .           !
 2001.4!                                    + !!           .  0  .           !
 2002.1!                                    + !!           .  0  .           !
 2002.2!                                    + !!           .  .0 .           !
 2002.3!                                  * + !!           .0 .  .           !
 2002.4!                                  +   !!           .  0  .           !
 2003.1!                                  +   !!           .  .0 .           !
 2003.2!                                 *+   !!           . 0.  .           !
 2003.3!                                 +*   !!           .  .0 .           !
 2003.4!                                 + *  !!           .  . 0.           !
 2004.1!                                  +   !!           .  0  .           !
 2004.2!                                  +   !!           .  0  .           !
 2004.3!                                  +*  !!           .  .0 .           !
 2004.4!                                   +  !!           .  0  .           !
 2005.1!                                  +*  !!           .  .0 .           !
 2005.2!                                  +*  !!           .  0  .           !
 2005.3!                                  +   !!           . 0.  .           !
 2005.4!                                 +    !!           .  0  .           !
 2006.1!                                 +    !!           .  0  .           !
 2006.2!                                *+    !!           . 0.  .           !
 2006.3!                                +     !!           .  0  .           !
 2006.4!                                +     !!           .  0  .           !
 2007.1!                                +     !!           .  0  .           !
 2007.2!                                +     !!           .  0  .           !
 2007.3!                               *+     !!           . 0.  .           !
 2007.4!                              *+      !!           . 0.  .           !
 2008.1!                              +*      !!           .  .0 .           !
 2008.2!                               +      !!           .  0  .           !
 2008.3!                               +      !!           .  0  .           !
 2008.4!                               +      !!           .  0  .           !
 2009.1!                               +*     !!           .  . 0.           !
 2009.2!                                + *   !!           .  .  0           !
 2009.3!                                 *+   !!           .0 .  .           !
 2009.4!                               *+     !!           .0 .  .           !
 2010.1!                               +      !!           .  0  .           !
 2010.2!                               +      !!           .  0  .           !
 2010.3!                               +*     !!           .  0  .           !
 2010.4!                               *+     !!           . 0.  .           !
 2011.1!                              *+      !!           . 0.  .           !
 2011.2!                              +*      !!           .  . 0.           !
 2011.3!                              *+      !!           . 0.  .           !
 2011.4!                              +       !!           . 0.  .           !
 2012.1!                              +       !!           .  .0 .           !
 2012.2!                              +       !!           .  0  .           !
 2012.3!                              + *     !!           .  . 0.           !
 2012.4!                               *+     !!           .0 .  .           !


     21.28 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOJA=POPX$Q/JAPMM;                                                     
 GENR LAAPOJA=LOG(AAPOJA+.00001);                                             
 GENR LAPOJA=LOG(APOJA+.00001);                                               
 LHS AAPOJA=EXP(LAAPOJA)-.00001;                                              
  EQ  134 LAAPOJA C LAPOJA(-1) PPOJA;                                         
EQUATION 393  LAAPOJA  
   RHS     C  LAPOJA(-1)  PPOJA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  393 PLOT=0;END;                                                     

Equation number =  393
**********************

Dependent variable = LAAPOJA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -7.743668938

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.035632890       0.393491857  -5.17325     1.000000
11588 LAPOJA  ( -1)       0.731529475       0.050183385  14.57713    -7.743486
11586 PPOJA   (  0)      -0.029016645       0.069082131  -0.42003     1.497337

SE of equation            =     0.239017779
Sum of squared residuals  =  10.5689573      -0.152256874E-09
Average absolute error    =     0.188496353
Sum of ABS residuals      =  35.4373144    
R squared                 =   0.53805
Durbin-Watson statistic   =   2.22038
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


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 2012.4!             +*                       !!         .    .0   .         !


     31.38 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPJA=SPPX$Q/JAPMM;                                                     
 GENR LAASPJA=LOG(AASPJA+.00001);                                             
 GENR LASPJA=LOG(ASPJA+.00001);                                               
 LHS AASPJA=EXP(LAASPJA)-.00001;                                              
  EQ  135 LAASPJA C LASPJA(-1) PSPJA;                                         
EQUATION 394  LAASPJA  
   RHS     C  LASPJA(-1)  PSPJA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  394 PLOT=0;END;                                                     

Equation number =  394
**********************

Dependent variable = LAASPJA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.919775359

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.977043837       0.204679148  -4.77354     1.000000
11591 LASPJA  ( -1)       0.776186887       0.046056833  16.85281    -5.929351
11589 PSPJA   (  0)      -0.231426576       0.071029649  -3.25817     1.471080

SE of equation            =     0.207580353
Sum of squared residuals  =  7.97157656       0.896571706E-10
Average absolute error    =     0.154285731
Sum of ABS residuals      =  29.0057174    
R squared                 =   0.83318
Durbin-Watson statistic   =   2.26091
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!      + *                             !!         .    . 0  .         !
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 2008.1!                             +        !!         .    0    .         !
 2008.2!                             +        !!         .    .0   .         !
 2008.3!                             +  *     !!         .    .  0 .         !
 2008.4!                              *+      !!         .  0 .    .         !
 2009.1!                              +       !!         .    0    .         !
 2009.2!                              + *     !!         .    .   0.         !
 2009.3!                             *  +     !!         .0   .    .         !
 2009.4!                             +  *     !!         .    .   0.         !
 2010.1!                             * +      !!         . 0  .    .         !
 2010.2!                              +*      !!         .    .0   .         !
 2010.3!                           *   +      !!         0    .    .         !
 2010.4!                            + *       !!         .    . 0  .         !
 2011.1!                              +  *    !!         .    .    0         !
 2011.2!                                 +    !!         .    0    .         !
 2011.3!                              * +     !!         . 0  .    .         !
 2011.4!                               +*     !!         .    . 0  .         !
 2012.1!                                + *   !!         .    . 0  .         !
 2012.2!                                 + *  !!         .    . 0  .         !
 2012.3!                               *  +   !!         .0   .    .         !
 2012.4!                               + *    !!         .    . 0  .         !


     25.00 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@EQ   136 LAANZJA C LANZJA(-1) PNZJA;SMPL 1966.1 2012.4;OLS;EST  136 PLOT=0;EN
@@EQ  137 LAASAJA C LASAJA(-1) PSAJA;SMPL 1966.1 2012.4;OLS;EST  137 PLOT=0;EN
@@EQ  138 LAAVEJA C LAVEJA(-1) PVEJA;SMPL 1966.1 2012.4;OLS;EST  138 PLOT=0;EN
@EQ   139 LAACOJA C LACOJA(-1) PCOJA;SMPL 1981.3 2012.4;OLS;EST  139 PLOT=0;EN
@EQ   140 LAAJOJA C LAJOJA(-1) PJOJA;SMPL 1981.3 2012.4;OLS;EST  140 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSYJA=SYPX$Q/JAPMM;                                                     
 GENR LAASYJA=LOG(AASYJA+.00001);                                             
 GENR LASYJA=LOG(ASYJA+.00001);                                               
 LHS AASYJA=EXP(LAASYJA)-.00001;                                              
  EQ  141 LAASYJA C LASYJA(-1) PSYJA;                                         
EQUATION 395  LAASYJA  
   RHS     C  LASYJA(-1)  PSYJA  
 SMPL 1988.4 2012.4;                                                          
Sample period is now  1988.4 to  2012.4 Internally:   148 to   244
 OLS;EST  395 PLOT=0;END;                                                     

Equation number =  395
**********************

Dependent variable = LAASYJA 

 1988.4 -   2012.4,    0 missing obs.,   97 obs. used.

Mean of dependent variable      -10.086019215

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -4.350629864       0.887843307  -4.90022     1.000000
11594 LASYJA  ( -1)       0.524243602       0.089315900   5.86954   -10.085813
11592 PSYJA   (  0)      -0.342603875       0.336111988  -1.01931     1.307535

SE of equation            =     0.771296189
Sum of squared residuals  =  55.9203943       0.432986980E-11
Average absolute error    =     0.594331725
Sum of ABS residuals      =  57.6501774    
R squared                 =   0.30976
Durbin-Watson statistic   =   2.16738
SMPL and No. Obs.         = 1988.4   2012.4     97

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.4*     +                                !!        0     .     .        !
 1989.1!   *+                                 !!        .    0.     .        !
 1989.2!    * +                               !!        .   0 .     .        !
 1989.3!   *  +                               !!        .  0  .     .        !
 1989.4!    *+                                !!        .    0.     .        !
 1990.1!     +                                !!        .     0     .        !
 1990.2!   *  +                               !!        .  0  .     .        !
 1990.3!   *+                                 !!        .    0.     .        !
 1990.4!     +                                !!        .     0     .        !
 1991.1! *    +                               !!        .0    .     .        !
 1991.2!  * +                                 !!        .   0 .     .        !
 1991.3!     +    *                           !!        .     .   0 .        !
 1991.4!   *      +                           !!        0     .     .        !
 1992.1! *    +                               !!        .0    .     .        !
 1992.2!     +   *                            !!        .     .   0 .        !
 1992.3!          +     *                     !!        .     .     0        !
 1992.4!             + *                      !!        .     .0    .        !
 1993.1!           * +                        !!        .    0.     .        !
 1993.2!           +*                         !!        .     .0    .        !
 1993.3!           +  *                       !!        .     .  0  .        !
 1993.4!          * +                         !!        .   0 .     .        !
 1994.1!          +                           !!        .     0     .        !
 1994.2!          +    *                      !!        .     .    0.        !
 1994.3!             +                        !!        .     .0    .        !
 1994.4!       *    +                         !!        . 0   .     .        !
 1995.1!  *     +                             !!        0     .     .        !
 1995.2!     +    *                           !!        .     .   0 .        !
 1995.3!   *     +                            !!        .0    .     .        !
 1995.4!      +      *                        !!        .     .     0        !
 1996.1!  *        +                          !!      0 .     .     .        !
 1996.2!    *+                                !!        .    0.     .        !
 1996.3!  *   +                               !!        . 0   .     .        !
 1996.4!      +  *                            !!        .     .  0  .        !
 1997.1! *       +                            !!      0 .     .     .        !
 1997.2!     +      *                         !!        .     .     0        !
 1997.3!  *        +                          !!      0 .     .     .        !
 1997.4!      +*                              !!        .     .0    .        !
 1998.1!       *+                             !!        .    0.     .        !
 1998.2!   *    +                             !!        . 0   .     .        !
 1998.3!     *+                               !!        .    0.     .        !
 1998.4!       +        *                     !!        .     .     .  0     !
 1999.1!         *   +                        !!        . 0   .     .        !
 1999.2!         +*                           !!        .     .0    .        !
 1999.3!          +                           !!        .     0     .        !
 1999.4!          + *                         !!        .     .  0  .        !
 2000.1!        *  +                          !!        .  0  .     .        !
 2000.2!         +    *                       !!        .     .    0.        !
 2000.3!            + *                       !!        .     . 0   .        !
 2000.4!          * +                         !!        .   0 .     .        !
 2001.1!          +   *                       !!        .     .   0 .        !
 2001.2!            +*                        !!        .     . 0   .        !
 2001.3!       *   +                          !!        . 0   .     .        !
 2001.4!        +  *                          !!        .     .  0  .        !
 2002.1!          +  *                        !!        .     .  0  .        !
 2002.2!           +    *                     !!        .     .   0 .        !
 2002.3!            *+                        !!        .    0.     .        !
 2002.4!           + *                        !!        .     . 0   .        !
 2003.1!           +     *                    !!        .     .    0.        !
 2003.2!             +     *                  !!        .     .    0.        !
 2003.3!               +     *                !!        .     .     0        !
 2003.4!                +                     !!        .     0     .        !
 2004.1!             +               *        !!        .     .     .        0
 2004.2!              *     +                 !!        .0    .     .        !
 2004.3!            +     *                   !!        .     .     0        !
 2004.4!              +       *               !!        .     .     .0       !
 2005.1!           *    +                     !!        .0    .     .        !
 2005.2!           +                          !!        .     0     .        !
 2005.3!          +   *                       !!        .     .  0  .        !
 2005.4!      *     +                         !!        0     .     .        !
 2006.1!        +*                            !!        .     0     .        !
 2006.2!     *    +                           !!        .0    .     .        !
 2006.3!        +*                            !!        .     .0    .        !
 2006.4!        * +                           !!        .   0 .     .        !
 2007.1!          +   *                       !!        .     .   0 .        !
 2007.2!       *     +                        !!        0     .     .        !
 2007.3!         +   *                        !!        .     .   0 .        !
 2007.4!            +  *                      !!        .     . 0   .        !
 2008.1!    *        +                        !!     0  .     .     .        !
 2008.2!        +    *                        !!        .     .    0.        !
 2008.3!          *  +                        !!        .   0 .     .        !
 2008.4!        *  +                          !!        .  0  .     .        !
 2009.1!         +            *               !!        .     .     .    0   !
 2009.2!                 +   *                !!        .     .   0 .        !
 2009.3!*               +                     !0        .     .     .        !
 2009.4!    * +                               !!        .    0.     .        !
 2010.1!      * +                             !!        .   0 .     .        !
 2010.2!         +   *                        !!        .     .  0  .        !
 2010.3!            +          *              !!        .     .     .   0    !
 2010.4!                  +              *    !!        .     .     .       0!
 2011.1!                       +              *!        .     .     .       0!
 2011.2!            *             +           !! 0      .     .     .        !
 2011.3!            +    *                    !!        .     .    0.        !
 2011.4! *             +                      !! 0      .     .     .        !
 2012.1!  *   +                               !!        . 0   .     .        !
 2012.2! *     +                              !!        .0    .     .        !
 2012.3!    * +                               !!        .  0  .     .        !
 2012.4! *      +                             !!       0.     .     .        !


     24.74 percent of the residuals exceed 1 SE
      7.22 percent of the residuals exceed 2 SE
@EQ   142 LAAIDJA C LAIDJA(-1) PIDJA;SMPL 1966.1 2012.4;OLS;EST  142 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAJA=MAPX$Q/JAPMM;                                                     
 GENR LAAMAJA=LOG(AAMAJA+.00001);                                             
 GENR LAMAJA=LOG(AMAJA+.00001);                                               
 LHS AAMAJA=EXP(LAAMAJA)-.00001;                                              
  EQ  143 LAAMAJA C LAMAJA(-1) PMAJA;                                         
EQUATION 396  LAAMAJA  
   RHS     C  LAMAJA(-1)  PMAJA  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST  396 PLOT=0;END;                                                     

Equation number =  396
**********************

Dependent variable = LAAMAJA 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -3.691749062

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.205695267       0.088189229  -2.33243     1.000000
11597 LAMAJA  ( -1)       0.926853302       0.030230532  30.65951    -3.696599
11595 PMAJA   (  0)      -0.037921211       0.022230122  -1.70585     1.578246

SE of equation            =     0.107859403
Sum of squared residuals  =  2.08242348      -0.337476713E-10
Average absolute error    =     0.084232741
Sum of ABS residuals      =  15.3303588    
R squared                 =   0.93254
Durbin-Watson statistic   =   2.12926
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3!                *+                    !!         .    0    .         !
 1967.4!                *+                    !!         .   0.    .         !
 1968.1!                 +*                   !!         .    .  0 .         !
 1968.2!                 * +                  !!         .  0 .    .         !
 1968.3!                  +                   !!         .    .0   .         !
 1968.4!                   +                  !!         .    .0   .         !
 1969.1!                    +  *              !!         .    .    .0        !
 1969.2!                    *  +              !!       0 .    .    .         !
 1969.3!                   *+                 !!         .  0 .    .         !
 1969.4!                    +                 !!         .    0    .         !
 1970.1!                  * +                 !!         0    .    .         !
 1970.2!               *  +                   !!       0 .    .    .         !
 1970.3!               *+                     !!         .  0 .    .         !
 1970.4!                +*                    !!         .    .  0 .         !
 1971.1!                 *+                   !!         .   0.    .         !
 1971.2!                * +                   !!         .0   .    .         !
 1971.3!                *+                    !!         .  0 .    .         !
 1971.4!              *  +                    !!       0 .    .    .         !
 1972.1!             * +                      !!         0    .    .         !
 1972.2!              +*                      !!         .    . 0  .         !
 1972.3!                +                     !!         .    0    .         !
 1972.4!                 +                    !!         .    0    .         !
 1973.1!               *  +                   !!         0    .    .         !
 1973.2!             *  +                     !!       0 .    .    .         !
 1973.3!           *  +                       !!        0.    .    .         !
 1973.4!       *    +                         !!   0     .    .    .         !
 1974.1!        +*                            !!         .    .   0.         !
 1974.2!       *  +                           !!      0  .    .    .         !
 1974.3! *     +                              !!0        .    .    .         !
 1974.4! *+                                   !!         .  0 .    .         !
 1975.1* +                                    !!         0    .    .         !
 1975.2!+                                     !!         .   0.    .         !
 1975.3! + *                                  !!         .    .    0         !
 1975.4!    +   *                             !!         .    .    .  0      !
 1976.1!         +   *                        !!         .    .    .    0    !
 1976.2!             +  *                     !!         .    .    0         !
 1976.3!              * +                     !!         .0   .    .         !
 1976.4!              +*                      !!         .    .  0 .         !
 1977.1!              *+                      !!         . 0  .    .         !
 1977.2!          *  +                        !!       0 .    .    .         !
 1977.3!          + *                         !!         .    .   0.         !
 1977.4!            +                         !!         .    .0   .         !
 1978.1!            +  *                      !!         .    .    . 0       !
 1978.2!               +                      !!         .  0 .    .         !
 1978.3!               +                      !!         .    . 0  .         !
 1978.4!               +                      !!         .   0.    .         !
 1979.1!               + *                    !!         .    .    0         !
 1979.2!                 +    *               !!         .    .    .      0  !
 1979.3!                     *+               !!         .  0 .    .         !
 1979.4!                     +*               !!         .    . 0  .         !
 1980.1!                      + *             !!         .    .    .0        !
 1980.2!                       +              !!         .    0    .         !
 1980.3!                   *   +              !!      0  .    .    .         !
 1980.4!                   +*                 !!         .    .  0 .         !
 1981.1!                 *  +                 !!      0  .    .    .         !
 1981.2!               * +                    !!         . 0  .    .         !
 1981.3!              *+                      !!         . 0  .    .         !
 1981.4!              +                       !!         .   0.    .         !
 1982.1!              + *                     !!         .    .    0         !
 1982.2!               *+                     !!         .  0 .    .         !
 1982.3!               +  *                   !!         .    .    . 0       !
 1982.4!                 *+                   !!         . 0  .    .         !
 1983.1!                 +  *                 !!         .    .    . 0       !
 1983.2!                    +*                !!         .    .0   .         !
 1983.3!                     +*               !!         .    .   0.         !
 1983.4!                    * +               !!        0.    .    .         !
 1984.1!                   +*                 !!         .    .0   .         !
 1984.2!                   + *                !!         .    .  0 .         !
 1984.3!                     +   *            !!         .    .    .    0    !
 1984.4!                       *+             !!         . 0  .    .         !
 1985.1!                       + *            !!         .    .   0.         !
 1985.2!                       *+             !!         .0   .    .         !
 1985.3!                      +     *         !!         .    .    .       0 !
 1985.4!                            +         !!         .    0    .         !
 1986.1!                            +         !!         .    0    .         !
 1986.2!                            + *       !!         .    .    0         !
 1986.3!                             *+       !!         .  0 .    .         !
 1986.4!                            *+        !!         .  0 .    .         !
 1987.1!                          * +         !!         .0   .    .         !
 1987.2!                          +           !!         .    0    .         !
 1987.3!                           +*         !!         .    .  0 .         !
 1987.4!                       *    +         !!    0    .    .    .         !
 1988.1!                       *+             !!         .   0.    .         !
 1988.2!                       *+             !!         .  0 .    .         !
 1988.3!                       +              !!         .   0.    .         !
 1988.4!                     * +              !!         0    .    .         !
 1989.1!                      + *             !!         .    .    0         !
 1989.2!                        +             !!         .    0    .         !
 1989.3!                        + *           !!         .    . 0  .         !
 1989.4!                       *  +           !!        0.    .    .         !
 1990.1!                        +             !!         .    .0   .         !
 1990.2!                         +*           !!         .    .  0 .         !
 1990.3!                          +  *        !!         .    .    . 0       !
 1990.4!                       *     +        !0         .    .    .         !
 1991.1!                       +   *          !!         .    .    .   0     !
 1991.2!                           +  *       !!         .    .    . 0       !
 1991.3!                              +*      !!         .    . 0  .         !
 1991.4!                           *   +      !!    0    .    .    .         !
 1992.1!                         * +          !!         . 0  .    .         !
 1992.2!                          + *         !!         .    .   0.         !
 1992.3!                            +         !!         .    0    .         !
 1992.4!                           *+         !!         .   0.    .         !
 1993.1!                           +*         !!         .    . 0  .         !
 1993.2!                            +         !!         .    0    .         !
 1993.3!                            + *       !!         .    .   0.         !
 1993.4!                           *  +       !!        0.    .    .         !
 1994.1!                           +*         !!         .    . 0  .         !
 1994.2!                            +*        !!         .    . 0  .         !
 1994.3!                            *+        !!         .  0 .    .         !
 1994.4!                        *   +         !!    0    .    .    .         !
 1995.1!                        +*            !!         .    . 0  .         !
 1995.2!                         +  *         !!         .    .    . 0       !
 1995.3!                            +*        !!         .    . 0  .         !
 1995.4!                           * +        !!         0    .    .         !
 1996.1!                           +  *       !!         .    .    . 0       !
 1996.2!                              +       !!         .    0    .         !
 1996.3!                              +       !!         .    0    .         !
 1996.4!                            *+        !!         . 0  .    .         !
 1997.1!                            + *       !!         .    .   0.         !
 1997.2!                             *+       !!         .  0 .    .         !
 1997.3!                             +        !!         .    . 0  .         !
 1997.4!                            *+        !!         . 0  .    .         !
 1998.1!                            +         !!         .   0.    .         !
 1998.2!                          * +         !!         0    .    .         !
 1998.3!                          +*          !!         .    . 0  .         !
 1998.4!                           +          !!         .    0    .         !
 1999.1!                           +*         !!         .    . 0  .         !
 1999.2!                            +  *      !!         .    .    .0        !
 1999.3!                              + *     !!         .    . 0  .         !
 1999.4!                              *+      !!         .  0 .    .         !
 2000.1!                              +*      !!         .    .  0 .         !
 2000.2!                               +*     !!         .    . 0  .         !
 2000.3!                                + *   !!         .    .    .0        !
 2000.4!                               *  +   !!        0.    .    .         !
 2001.1!                               +*     !!         .    .  0 .         !
 2001.2!                                +     !!         .    0    .         !
 2001.3!                               *+     !!         .  0 .    .         !
 2001.4!                            *  +      !!        0.    .    .         !
 2002.1!                            + *       !!         .    .    .0        !
 2002.2!                             *+       !!         . 0  .    .         !
 2002.3!                             +*       !!         .    .  0 .         !
 2002.4!                           *  +       !!        0.    .    .         !
 2003.1!                           + *        !!         .    .   0.         !
 2003.2!                            *+        !!         .  0 .    .         !
 2003.3!                            +*        !!         .    .  0 .         !
 2003.4!                            *+        !!         . 0  .    .         !
 2004.1!                            +         !!         .   0.    .         !
 2004.2!                            + *       !!         .    .    0         !
 2004.3!                              +*      !!         .    .  0 .         !
 2004.4!                            *  +      !!        0.    .    .         !
 2005.1!                            +*        !!         .    .  0 .         !
 2005.2!                             +        !!         .  0 .    .         !
 2005.3!                             +        !!         .    . 0  .         !
 2005.4!                           * +        !!         0    .    .         !
 2006.1!                           + *        !!         .    .  0 .         !
 2006.2!                            *+        !!         .   0.    .         !
 2006.3!                            + *       !!         .    .    0         !
 2006.4!                            * +       !!         .0   .    .         !
 2007.1!                             +        !!         .    0    .         !
 2007.2!                             +  *     !!         .    .    . 0       !
 2007.3!                                +     !!         .    0    .         !
 2007.4!                               *+     !!         .  0 .    .         !
 2008.1!                               +  *   !!         .    .    . 0       !
 2008.2!                                  + * !!         .    .    0         !
 2008.3!                                   +  !!         .    0    .         !
 2008.4!                                  *+  !!         .  0 .    .         !
 2009.1!                               *  +   !!        0.    .    .         !
 2009.2!                               +      !!         .   0.    .         !
 2009.3!                               +*     !!         .    . 0  .         !
 2009.4!                                +     !!         .    0    .         !
 2010.1!                                +  *  !!         .    .    .  0      !
 2010.2!                                  *+  !!         .  0 .    .         !
 2010.3!                                  +*  !!         .    .  0 .         !
 2010.4!                                 * +  !!         . 0  .    .         !
 2011.1!                                 +   *!!         .    .    .    0    !
 2011.2!                                     +!!         .    .0   .         !
 2011.3!                                     +!!         .    .0   .         !
 2011.4!                                    *+!!         . 0  .    .         !
 2012.1!                                   +  *!         .    .    .0        !
 2012.2!                                     +!!         .  0 .    .         !
 2012.3!                                    +*!!         .    .0   .         !
 2012.4!                                 *  + !!       0 .    .    .         !


     29.67 percent of the residuals exceed 1 SE
      5.49 percent of the residuals exceed 2 SE
@EQ   144 LAAPAJA C LAPAJA(-1) PPAJA;SMPL 1972.3 2012.4;OLS;EST  144 PLOT=0;EN
@EQ   145 LAAPHJA C LAPHJA(-1) PPHJA;SMPL 1966.1 2012.4;OLS;EST  145 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHJA=THPX$Q/JAPMM;                                                     
 GENR LAATHJA=LOG(AATHJA+.00001);                                             
 GENR LATHJA=LOG(ATHJA+.00001);                                               
 LHS AATHJA=EXP(LAATHJA)-.00001;                                              
  EQ  146 LAATHJA C LATHJA(-1) PTHJA;                                         
EQUATION 397  LAATHJA  
   RHS     C  LATHJA(-1)  PTHJA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  397 PLOT=0;END;                                                     

Equation number =  397
**********************

Dependent variable = LAATHJA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.966787692

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.222541219       0.096796845  -2.29905     1.000000
11600 LATHJA  ( -1)       0.903844875       0.032475645  27.83147    -3.971151
11598 PTHJA   (  0)      -0.101899190       0.053540750  -1.90321     1.520538

SE of equation            =     0.176193001
Sum of squared residuals  =  5.74313511       0.158273394E-11
Average absolute error    =     0.099838889
Sum of ABS residuals      =  18.7697112    
R squared                 =   0.89265
Durbin-Watson statistic   =   2.04989
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!              + *                     !!           .  . 0.           !
 1966.2!       *      +                       !!         0 .  .  .           !
 1966.3!     *+                               !!           . 0.  .           !
 1966.4!     +        *                       !!           .  .  .  0        !
 1967.1!              +                   *   !!           .  .  .         0 !
 1967.2!                               *+     !!           . 0.  .           !
 1967.3!                              +       !!           .  0  .           !
 1967.4!                            + *       !!           .  .0 .           !
 1968.1!      *                      +        !0           .  .  .           !
 1968.2!       +                              !!           .  0  .           !
 1968.3!    *   +                             !!           0  .  .           !
 1968.4!     +                                !!           .  0  .           !
 1969.1!     *+                               !!           .  0  .           !
 1969.2!     *+                               !!           . 0.  .           !
 1969.3!     *+                               !!           . 0.  .           !
 1969.4!      *+                              !!           .  0  .           !
 1970.1!        +                             !!           .  0  .           !
 1970.2!          +                           !!           .  0  .           !
 1970.3!          * +                         !!           . 0.  .           !
 1970.4!          * +                         !!           . 0.  .           !
 1971.1!            +                    *    !!           .  .  .          0!
 1971.2!                                +     !!           . 0.  .           !
 1971.3!                                + *   !!           .  . 0.           !
 1971.4!                                  +   *!           .  .  0           !
 1972.1!                                 *   +!!           0  .  .           !
 1972.2!                             *   +    !!           .0 .  .           !
 1972.3!                             +    *   !!           .  .  0           !
 1972.4!                                * +   !!           . 0.  .           !
 1973.1!           *                   +      !! 0         .  .  .           !
 1973.2!          * +                         !!           . 0.  .           !
 1973.3!   *        +                         !!        0  .  .  .           !
 1973.4*   +                                  !!           0  .  .           !
 1974.1+           *                          !!           .  .  .    0      !
 1974.2!  *       +                           !!         0 .  .  .           !
 1974.3!* +                                   !!           . 0.  .           !
 1974.4! +     *                              !!           .  .  .0          !
 1975.1!      +*                              !!           .  .0 .           !
 1975.2!       + *                            !!           .  .0 .           !
 1975.3!        *+                            !!           . 0.  .           !
 1975.4!        + *                           !!           .  .0 .           !
 1976.1!          + *                         !!           .  .0 .           !
 1976.2!           +  *                       !!           .  . 0.           !
 1976.3!      *      +                        !!         0 .  .  .           !
 1976.4!      + *                             !!           .  . 0.           !
 1977.1!     *  +                             !!           .0 .  .           !
 1977.2!     +  *                             !!           .  . 0.           !
 1977.3!       +  *                           !!           .  . 0.           !
 1977.4!   *      +                           !!         0 .  .  .           !
 1978.1!   +     *                            !!           .  .  .0          !
 1978.2!         +                            !!           .  0  .           !
 1978.3!      *  +                            !!           0  .  .           !
 1978.4!      + *                             !!           .  .0 .           !
 1979.1!         +    *                       !!           .  .  0           !
 1979.2!            * +                       !!           . 0.  .           !
 1979.3!          *  +                        !!           .0 .  .           !
 1979.4!           + *                        !!           .  .0 .           !
 1980.1!           * +                        !!           .0 .  .           !
 1980.2!     *     +                          !!          0.  .  .           !
 1980.3!     *+                               !!           .  0  .           !
 1980.4!    * +                               !!           . 0.  .           !
 1981.1!    *+                                !!           . 0.  .           !
 1981.2!  *  +                                !!           .0 .  .           !
 1981.3!   +                                  !!           .  0  .           !
 1981.4! *   +                                !!           .0 .  .           !
 1982.1!   +   *                              !!           .  .  0           !
 1982.2!        +  *                          !!           .  . 0.           !
 1982.3!   *        +                         !!        0  .  .  .           !
 1982.4!   * +                                !!           . 0.  .           !
 1983.1!    + *                               !!           .  .0 .           !
 1983.2!      *+                              !!           . 0.  .           !
 1983.3!    *  +                              !!           .0 .  .           !
 1983.4!     +                                !!           .  0  .           !
 1984.1!      *+                              !!           . 0.  .           !
 1984.2!   *   +                              !!           0  .  .           !
 1984.3!     +                                !!           .  0  .           !
 1984.4!       +                              !!           .  0  .           !
 1985.1!      *  +                            !!           .0 .  .           !
 1985.2!      * +                             !!           . 0.  .           !
 1985.3!        + *                           !!           .  .0 .           !
 1985.4!         *  +                         !!           .0 .  .           !
 1986.1!        *  +                          !!           .0 .  .           !
 1986.2!         +                            !!           .  0  .           !
 1986.3!           +*                         !!           .  .0 .           !
 1986.4!            *+                        !!           . 0.  .           !
 1987.1!              +                       !!           .  0  .           !
 1987.2!             * +                      !!           . 0.  .           !
 1987.3!               +*                     !!           .  0  .           !
 1987.4!               * +                    !!           . 0.  .           !
 1988.1!            *   +                     !!           0  .  .           !
 1988.2!            *+                        !!           .  0  .           !
 1988.3!             +   *                    !!           .  . 0.           !
 1988.4!              *  +                    !!           .0 .  .           !
 1989.1!               +  *                   !!           .  . 0.           !
 1989.2!                  +*                  !!           .  .0 .           !
 1989.3!                  * +                 !!           . 0.  .           !
 1989.4!                   +                  !!           .  0  .           !
 1990.1!                 * +                  !!           . 0.  .           !
 1990.2!                  +*                  !!           .  .0 .           !
 1990.3!                    +     *           !!           .  .  .0          !
 1990.4!                       *  +           !!           .0 .  .           !
 1991.1!                       +  *           !!           .  .0 .           !
 1991.2!                         + *          !!           .  .0 .           !
 1991.3!                           +   *      !!           .  .  0           !
 1991.4!                             *+       !!           . 0.  .           !
 1992.1!                             +*       !!           .  .0 .           !
 1992.2!                             +        !!           .  0  .           !
 1992.3!                             + *      !!           .  .0 .           !
 1992.4!                              +       !!           .  0  .           !
 1993.1!                             +        !!           .  0  .           !
 1993.2!                            *+        !!           .  0  .           !
 1993.3!                            +   *     !!           .  . 0.           !
 1993.4!                               +*     !!           .  0  .           !
 1994.1!                               + *    !!           .  .0 .           !
 1994.2!                               *+     !!           . 0.  .           !
 1994.3!                               +      !!           .  0  .           !
 1994.4!                               +*     !!           .  .0 .           !
 1995.1!                               + *    !!           .  .0 .           !
 1995.2!                                +*    !!           .  .0 .           !
 1995.3!                                +     !!           .  0  .           !
 1995.4!                                +     !!           .  0  .           !
 1996.1!                              *+      !!           . 0.  .           !
 1996.2!                             +        !!           .  0  .           !
 1996.3!                            + *       !!           .  .0 .           !
 1996.4!                            *+        !!           . 0.  .           !
 1997.1!                            +         !!           .  0  .           !
 1997.2!                           +          !!           .  0  .           !
 1997.3!                          + *         !!           .  .0 .           !
 1997.4!                          *+          !!           . 0.  .           !
 1998.1!                          + *         !!           .  .0 .           !
 1998.2!                            +         !!           .  0  .           !
 1998.3!                            +*        !!           .  .0 .           !
 1998.4!                            +*        !!           .  0  .           !
 1999.1!                            +*        !!           .  .0 .           !
 1999.2!                            +*        !!           .  0  .           !
 1999.3!                             + *      !!           .  .0 .           !
 1999.4!                               +*     !!           .  .0 .           !
 2000.1!                                +*    !!           .  .0 .           !
 2000.2!                               * +    !!           . 0.  .           !
 2000.3!                               +*     !!           .  .0 .           !
 2000.4!                                +*    !!           .  .0 .           !
 2001.1!                                + *   !!           .  .0 .           !
 2001.2!                                 +*   !!           .  0  .           !
 2001.3!                                 + *  !!           .  .0 .           !
 2001.4!                                  +   !!           .  0  .           !
 2002.1!                                 + *  !!           .  .0 .           !
 2002.2!                                   +  !!           .  0  .           !
 2002.3!                                  *+  !!           .  0  .           !
 2002.4!                                  +*  !!           .  .0 .           !
 2003.1!                                  + * !!           .  .0 .           !
 2003.2!                                  *+  !!           .  0  .           !
 2003.3!                                  +*  !!           .  .0 .           !
 2003.4!                                  +*  !!           .  .0 .           !
 2004.1!                                   +  !!           .  0  .           !
 2004.2!                                   +* !!           .  .0 .           !
 2004.3!                                   +* !!           .  0  .           !
 2004.4!                                   +* !!           .  .0 .           !
 2005.1!                                   +* !!           .  .0 .           !
 2005.2!                                    + !!           .  0  .           !
 2005.3!                                   +* !!           .  .0 .           !
 2005.4!                                  *+  !!           . 0.  .           !
 2006.1!                                  +*  !!           .  .0 .           !
 2006.2!                                  +*  !!           .  0  .           !
 2006.3!                                  + * !!           .  . 0.           !
 2006.4!                                    + !!           .  0  .           !
 2007.1!                                    +*!!           .  .0 .           !
 2007.2!                                   *+ !!           .  0  .           !
 2007.3!                                   +* !!           .  .0 .           !
 2007.4!                                   + *!!           .  .0 .           !
 2008.1!                                    + !!           .  0  .           !
 2008.2!                                   +* !!           .  0  .           !
 2008.3!                                   +* !!           .  0  .           !
 2008.4!                                *  +  !!           .0 .  .           !
 2009.1!                               +*     !!           .  0  .           !
 2009.2!                               +  *   !!           .  . 0.           !
 2009.3!                                 +*   !!           .  0  .           !
 2009.4!                                 +*   !!           .  .0 .           !
 2010.1!                                 +*   !!           .  0  .           !
 2010.2!                                 +*   !!           .  .0 .           !
 2010.3!                                 +  * !!           .  . 0.           !
 2010.4!                                   +  !!           .  0  .           !
 2011.1!                                  +*  !!           .  .0 .           !
 2011.2!                                  + * !!           .  .0 .           !
 2011.3!                                   +* !!           .  .0 .           !
 2011.4!                               *   +  !!           0  .  .           !
 2012.1!                              + *     !!           .  .0 .           !
 2012.2!                               +  *   !!           .  .0 .           !
 2012.3!                                 +*   !!           .  .0 .           !
 2012.4!                                  +   !!           .  0  .           !


     11.70 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHJA=CHPX$Q/JAPMM;                                                     
 GENR LAACHJA=LOG(AACHJA+.00001);                                             
 GENR LACHJA=LOG(ACHJA+.00001);                                               
 LHS AACHJA=EXP(LAACHJA)-.00001;                                              
  EQ  147 LAACHJA C LACHJA(-1) PCHJA;                                         
EQUATION 398  LAACHJA  
   RHS     C  LACHJA(-1)  PCHJA  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  398 PLOT=0;END;                                                     

Equation number =  398
**********************

Dependent variable = LAACHJA 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -2.381296290

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.133340883       0.108794919   1.22562     1.000000
11603 LACHJA  ( -1)       0.924548969       0.033109270  27.92417    -2.395510
11601 PCHJA   (  0)      -0.212456927       0.110239695  -1.92723     1.411444

SE of equation            =     0.159020004
Sum of squared residuals  =  3.11034547       0.110844667E-11
Average absolute error    =     0.105808401
Sum of ABS residuals      =  13.3318585    
R squared                 =   0.94422
Durbin-Watson statistic   =   2.70515
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!   + *                                !!          .   .  0.          !
 1981.4!    +                                 !!          .  0.   .          !
 1982.1!  *+                                  !!          .   0   .          !
 1982.2!  + *                                 !!          .   .   0          !
 1982.3!    +*                                !!          .   0   .          !
 1982.4!    +                                 !!          .  0.   .          !
 1983.1!   +                                  !!          .  0.   .          !
 1983.2!  +                                   !!          .   0   .          !
 1983.3!  +*                                  !!          .   .0  .          !
 1983.4!   +*                                 !!          .   .0  .          !
 1984.1!    +                                 !!          .   .0  .          !
 1984.2!    +*                                !!          .   .0  .          !
 1984.3!    *+                                !!          .  0.   .          !
 1984.4!    +                                 !!          .   0   .          !
 1985.1!    +  *                              !!          .   .  0.          !
 1985.2!       +                              !!          .   0   .          !
 1985.3!       +                              !!          .   .0  .          !
 1985.4!        +  *                          !!          .   .   0          !
 1986.1! *         +                          !0          .   .   .          !
 1986.2*+                                     !!          . 0 .   .          !
 1986.3!+   *                                 !!          .   .   . 0        !
 1986.4!     +                                !!          .  0.   .          !
 1987.1!    * +                               !!          . 0 .   .          !
 1987.2!     +                                !!          .   0   .          !
 1987.3!      +                               !!          .   0   .          !
 1987.4!       +*                             !!          .   .0  .          !
 1988.1!   *    +                             !!       0  .   .   .          !
 1988.2!     +                                !!          .   .0  .          !
 1988.3!     * +                              !!          . 0 .   .          !
 1988.4!       +*                             !!          .   . 0 .          !
 1989.1! *       +                            !!  0       .   .   .          !
 1989.2!   +                                  !!          .   0   .          !
 1989.3!    *+                                !!          .   0   .          !
 1989.4!      +                               !!          .   .0  .          !
 1990.1! *      +                             !!     0    .   .   .          !
 1990.2!*  +                                  !!          0   .   .          !
 1990.3! +   *                                !!          .   .   .0         !
 1990.4!       + *                            !!          .   .   0          !
 1991.1! *        +                           !!0         .   .   .          !
 1991.2!  + *                                 !!          .   .  0.          !
 1991.3!      +*                              !!          .   . 0 .          !
 1991.4!        + *                           !!          .   .  0.          !
 1992.1!  *        +                          !! 0        .   .   .          !
 1992.2!   +   *                              !!          .   .   .0         !
 1992.3!         +                            !!          .   0   .          !
 1992.4!          +  *                        !!          .   .   .0         !
 1993.1!      *       +                       !!   0      .   .   .          !
 1993.2!       +  *                           !!          .   .   0          !
 1993.3!           + *                        !!          .   .  0.          !
 1993.4!             +     *                  !!          .   .   .   0      !
 1994.1!        *          +                  !0          .   .   .          !
 1994.2!         +    *                       !!          .   .   .  0       !
 1994.3!               +*                     !!          .   .0  .          !
 1994.4!                +     *               !!          .   .   .   0      !
 1995.1!               *      +               !!    0     .   .   .          !
 1995.2!                + *                   !!          .   .  0.          !
 1995.3!                   +*                 !!          .   . 0 .          !
 1995.4!                     +                !!          .   .0  .          !
 1996.1!               *      +               !!    0     .   .   .          !
 1996.2!                +  *                  !!          .   .   0          !
 1996.3!                   +*                 !!          .   . 0 .          !
 1996.4!                     + *              !!          .   . 0 .          !
 1997.1!                *      +              !!    0     .   .   .          !
 1997.2!                 + *                  !!          .   .  0.          !
 1997.3!                   + *                !!          .   . 0 .          !
 1997.4!                     +*               !!          .   . 0 .          !
 1998.1!                 *    +               !!       0  .   .   .          !
 1998.2!                 +  *                 !!          .   .   .0         !
 1998.3!                    +*                !!          .   .0  .          !
 1998.4!                     + *              !!          .   . 0 .          !
 1999.1!                  *    +              !!        0 .   .   .          !
 1999.2!                  +  *                !!          .   .  0.          !
 1999.3!                     + *              !!          .   . 0 .          !
 1999.4!                       +*             !!          .   . 0 .          !
 2000.1!                     *  +             !!          0   .   .          !
 2000.2!                     +  *             !!          .   .  0.          !
 2000.3!                        +             !!          .   .0  .          !
 2000.4!                        +*            !!          .   0   .          !
 2001.1!                       * +            !!          . 0 .   .          !
 2001.2!                       + *            !!          .   .  0.          !
 2001.3!                         + *          !!          .   . 0 .          !
 2001.4!                          + *         !!          .   . 0 .          !
 2002.1!                          *+          !!          .  0.   .          !
 2002.2!                          + *         !!          .   . 0 .          !
 2002.3!                           + *        !!          .   . 0 .          !
 2002.4!                            + *       !!          .   . 0 .          !
 2003.1!                            *+        !!          . 0 .   .          !
 2003.2!                            + *       !!          .   .  0.          !
 2003.3!                              +*      !!          .   . 0 .          !
 2003.4!                              + *     !!          .   .  0.          !
 2004.1!                              * +     !!          .0  .   .          !
 2004.2!                              + *     !!          .   .  0.          !
 2004.3!                                +     !!          .   .0  .          !
 2004.4!                                + *   !!          .   .  0.          !
 2005.1!                                 *+   !!          . 0 .   .          !
 2005.2!                                 +*   !!          .   .0  .          !
 2005.3!                                  +   !!          .   0   .          !
 2005.4!                                  +   !!          .   0   .          !
 2006.1!                                 *+   !!          .  0.   .          !
 2006.2!                                +*    !!          .   .0  .          !
 2006.3!                                 +*   !!          .   .0  .          !
 2006.4!                                  +*  !!          .   .0  .          !
 2007.1!                                 *+   !!          . 0 .   .          !
 2007.2!                                 +*   !!          .   . 0 .          !
 2007.3!                                  +*  !!          .   .0  .          !
 2007.4!                                   +* !!          .   .0  .          !
 2008.1!                                 *  + !!          .0  .   .          !
 2008.2!                                 + *  !!          .   . 0 .          !
 2008.3!                                   +  !!          .   0   .          !
 2008.4!                                   +  !!          .   0   .          !
 2009.1!                                  *+  !!          .  0.   .          !
 2009.2!                                  + * !!          .   .  0.          !
 2009.3!                                    +*!!          .   .0  .          !
 2009.4!                                     +!!          .   .0  .          !
 2010.1!                                   * +!!          .0  .   .          !
 2010.2!                                   +* !!          .   . 0 .          !
 2010.3!                                    +*!!          .   .0  .          !
 2010.4!                                     +!!          .   .0  .          !
 2011.1!                                    *+!!          . 0 .   .          !
 2011.2!                                    + !!          .   .0  .          !
 2011.3!                                    + *!          .   . 0 .          !
 2011.4!                                     +*!          .   .0  .          !
 2012.1!                                    * +!          . 0 .   .          !
 2012.2!                                    +*!!          .   .0  .          !
 2012.3!                                    +*!!          .   .0  .          !
 2012.4!                                     +*!          .   .0  .          !


     17.46 percent of the residuals exceed 1 SE
      7.94 percent of the residuals exceed 2 SE
@EQ   148 LAAARJA C LAARJA(-1) PARJA;SMPL 1966.1 2012.4;OLS;EST  148 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRJA=BRPX$Q/JAPMM;                                                     
 GENR LAABRJA=LOG(AABRJA+.00001);                                             
 GENR LABRJA=LOG(ABRJA+.00001);                                               
 LHS AABRJA=EXP(LAABRJA)-.00001;                                              
  EQ  149 LAABRJA C LABRJA(-1) PBRJA;                                         
EQUATION 399  LAABRJA  
   RHS     C  LABRJA(-1)  PBRJA  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  399 PLOT=0;END;                                                     

Equation number =  399
**********************

Dependent variable = LAABRJA 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.487160497

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.819026662       0.283514718  -2.88883     1.000000
11606 LABRJA  ( -1)       0.776585902       0.056471632  13.75179    -4.487663
11604 PBRJA   (  0)      -0.151389366       0.103389972  -1.46426     1.209318

SE of equation            =     0.192078282
Sum of squared residuals  =  4.53797017       0.250111043E-11
Average absolute error    =     0.147588438
Sum of ABS residuals      =  18.5961431    
R squared                 =   0.60842
Durbin-Watson statistic   =   2.33895
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                    *+                !!          .  0.   .          !
 1981.4!                   +     *            !!          .   .   0          !
 1982.1!                       +  *           !!          .   . 0 .          !
 1982.2!                       +          *   !!          .   .   .   0      !
 1982.3!                               +  *   !!          .   . 0 .          !
 1982.4!                            * +       !!          .  0.   .          !
 1983.1!                         +  *         !!          .   . 0 .          !
 1983.2!                         +          * !!          .   .   .   0      !
 1983.3!                               +      !!          .   0   .          !
 1983.4!                            + *       !!          .   . 0 .          !
 1984.1!                           +  *       !!          .   . 0 .          !
 1984.2!                           +         *!!          .   .   .  0       !
 1984.3!                           *   +      !!          .0  .   .          !
 1984.4!                        +     *       !!          .   .   0          !
 1985.1!                           +          !!          .   0   .          !
 1985.2!                         +    *       !!          .   .   0          !
 1985.3!                            +       * !!          .   .   . 0        !
 1985.4!                                *+    !!          .   0   .          !
 1986.1!                              +  *    !!          .   . 0 .          !
 1986.2!                             +     *  !!          .   .   .0         !
 1986.3!                                + *   !!          .   .0  .          !
 1986.4!                       *       +      !!        0 .   .   .          !
 1987.1!                       +              !!          .   0   .          !
 1987.2!                       +         *    !!          .   .   .  0       !
 1987.3!                              +    *  !!          .   .  0.          !
 1987.4!                               *+     !!          .  0.   .          !
 1988.1!                              +*      !!          .   .0  .          !
 1988.2!                             +   *    !!          .   . 0 .          !
 1988.3!                               +     *!!          .   .   .0         !
 1988.4!                               *  +   !!          . 0 .   .          !
 1989.1!                       *     +        !!         0.   .   .          !
 1989.2!                       +     *        !!          .   .   0          !
 1989.3!                            +      *  !!          .   .   .0         !
 1989.4!                                 +    *!          .   .  0.          !
 1990.1!                           *        + !!        0 .   .   .          !
 1990.2!                           + *        !!          .   . 0 .          !
 1990.3!                            +       * !!          .   .   .0         !
 1990.4!                              *  +    !!          .0  .   .          !
 1991.1!                            *+        !!          .   0   .          !
 1991.2!                           +          *!          .   .   .   0      !
 1991.3!                                  *+  !!          .   0   .          !
 1991.4!                             *  +     !!          .0  .   .          !
 1992.1!              *            +          !!     0    .   .   .          !
 1992.2!                +          *          !!          .   .   .   0      !
 1992.3!                          +   *       !!          .   .  0.          !
 1992.4!                           *+         !!          .  0.   .          !
 1993.1!                   *      +           !!         0.   .   .          !
 1993.2!                   +       *          !!          .   .   .0         !
 1993.3!                         *+           !!          .  0.   .          !
 1993.4!                       * +            !!          .  0.   .          !
 1994.1!            *         +               !!      0   .   .   .          !
 1994.2!              +      *                !!          .   .   .0         !
 1994.3!                     +  *             !!          .   . 0 .          !
 1994.4!                       +   *          !!          .   .  0.          !
 1995.1!                     *     +          !!          0   .   .          !
 1995.2!                     +     *          !!          .   .   0          !
 1995.3!                         *+           !!          .  0.   .          !
 1995.4!                     *  +             !!          . 0 .   .          !
 1996.1!                   *  +               !!          . 0 .   .          !
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 1996.3!                        +*            !!          .   .0  .          !
 1996.4!             *          +             !!      0   .   .   .          !
 1997.1!                +                     !!          .   0   .          !
 1997.2!                 +  *                 !!          .   . 0 .          !
 1997.3!                    +   *             !!          .   .  0.          !
 1997.4!          *            +              !!     0    .   .   .          !
 1998.1!             +  *                     !!          .   . 0 .          !
 1998.2!                 +                    !!          .   0   .          !
 1998.3!               *  +                   !!          . 0 .   .          !
 1998.4!        *        +                    !!        0 .   .   .          !
 1999.1!         * +                          !!          . 0 .   .          !
 1999.2!            +   *                     !!          .   .  0.          !
 1999.3!                  + *                 !!          .   .0  .          !
 1999.4!            *        +                !!        0 .   .   .          !
 2000.1!              *+                      !!          .  0.   .          !
 2000.2!             *  +                     !!          . 0 .   .          !
 2000.3!               +   *                  !!          .   .  0.          !
 2000.4*                    +                 !0          .   .   .          !
 2001.1!    +   *                             !!          .   .  0.          !
 2001.2!     *      +                         !!         0.   .   .          !
 2001.3!        *+                            !!          .   0   .          !
 2001.4!       *    +                         !!          0   .   .          !
 2002.1!         *+                           !!          .  0.   .          !
 2002.2!      *    +                          !!          0   .   .          !
 2002.3!           +          *               !!          .   .   .   0      !
 2002.4!       *              +               !!   0      .   .   .          !
 2003.1!     *     +                          !!          0   .   .          !
 2003.2!         + *                          !!          .   .0  .          !
 2003.3!             +*                       !!          .   0   .          !
 2003.4!     *          +                     !!      0   .   .   .          !
 2004.1!          + *                         !!          .   . 0 .          !
 2004.2!*            +                        !!     0    .   .   .          !
 2004.3!      +       *                       !!          .   .   . 0        !
 2004.4!      *         +                     !!       0  .   .   .          !
 2005.1!         +                            !!          .   0   .          !
 2005.2!           +                          !!          .  0.   .          !
 2005.3!          * +                         !!          . 0 .   .          !
 2005.4!          * +                         !!          . 0 .   .          !
 2006.1!          * +                         !!          .  0.   .          !
 2006.2!    *       +                         !!         0.   .   .          !
 2006.3!        +    *                        !!          .   .   0          !
 2006.4!        *     +                       !!          0   .   .          !
 2007.1!        *  +                          !!          . 0 .   .          !
 2007.2!          +                           !!          .   0   .          !
 2007.3!            + *                       !!          .   . 0 .          !
 2007.4!        *      +                      !!         0.   .   .          !
 2008.1!      *   +                           !!          .0  .   .          !
 2008.2!         +    *                       !!          .   .   0          !
 2008.3!              +   *                   !!          .   .  0.          !
 2008.4!            *    +                    !!          .0  .   .          !
 2009.1!             +                        !!          .   0   .          !
 2009.2!               +                      !!          .   .0  .          !
 2009.3!                *+                    !!          .  0.   .          !
 2009.4!                *+                    !!          .  0.   .          !
 2010.1!                 +                    !!          .   0   .          !
 2010.2!                 + *                  !!          .   .0  .          !
 2010.3!                  +       *           !!          .   .   . 0        !
 2010.4!                        + *           !!          .   .0  .          !
 2011.1!                    *   +             !!          .0  .   .          !
 2011.2!                 *+                   !!          .  0.   .          !
 2011.3!                 +      *             !!          .   .   .0         !
 2011.4!                      +    *          !!          .   .  0.          !
 2012.1!         *              +             !!   0      .   .   .          !
 2012.2!          +     *                     !!          .   .   0          !
 2012.3!                + *                   !!          .   . 0 .          !
 2012.4!                  +       *           !!          .   .   . 0        !


     29.37 percent of the residuals exceed 1 SE
      3.97 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCEJA=CEPX$Q/JAPMM;                                                     
 GENR LAACEJA=LOG(AACEJA+.00001);                                             
 GENR LACEJA=LOG(ACEJA+.00001);                                               
 LHS AACEJA=EXP(LAACEJA)-.00001;                                              
  EQ  150 LAACEJA C LACEJA(-1) PCEJA;                                         
EQUATION 400  LAACEJA  
   RHS     C  LACEJA(-1)  PCEJA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  400 PLOT=0;END;                                                     

Equation number =  400
**********************

Dependent variable = LAACEJA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.990938488

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.484735286       0.151768960  -3.19390     1.000000
11609 LACEJA  ( -1)       0.844564796       0.040803916  20.69813    -4.993691
11607 PCEJA   (  0)      -0.192813803       0.074490558  -2.58843     1.497337

SE of equation            =     0.188632425
Sum of squared residuals  =  6.58270544       0.218411955E-10
Average absolute error    =     0.138227870
Sum of ABS residuals      =  25.9868396    
R squared                 =   0.83798
Durbin-Watson statistic   =   2.44126
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                    +*                !!           .  .0 .           !
 1966.2!            *      +                  !!         0 .  .  .           !
 1966.3!           +                    *     !!           .  .  .           0
 1966.4!                          * +         !!           .0 .  .           !
 1967.1!                        +*            !!           .  .0 .           !
 1967.2!                        +*            !!           .  .0 .           !
 1967.3!                        +*            !!           .  .0 .           !
 1967.4!                        + *           !!           .  .0 .           !
 1968.1!                        + *           !!           .  .0 .           !
 1968.2!                        + *           !!           .  .0 .           !
 1968.3!                        +*            !!           .  0  .           !
 1968.4!                        +*            !!           .  .0 .           !
 1969.1!                        +   *         !!           .  .  0           !
 1969.2!                          +*          !!           .  .0 .           !
 1969.3!                          +           !!           .  0  .           !
 1969.4!                         +            !!           .  0  .           !
 1970.1!                        +*            !!           .  .0 .           !
 1970.2!                         +            !!           .  0  .           !
 1970.3!                        +*            !!           .  0  .           !
 1970.4!                         +*           !!           .  .0 .           !
 1971.1!                          +  *        !!           .  . 0.           !
 1971.2!                            + *       !!           .  .0 .           !
 1971.3!                             +*       !!           .  0  .           !
 1971.4!                           * +        !!           . 0.  .           !
 1972.1!                        *  +          !!           .0 .  .           !
 1972.2!                      * +             !!           .0 .  .           !
 1972.3!                    * +               !!           . 0.  .           !
 1972.4!                   * +                !!           . 0.  .           !
 1973.1!                *   +                 !!           0  .  .           !
 1973.2!                 *+                   !!           .  0  .           !
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 1974.3!                        +             !!           .  0  .           !
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 1975.1!               *   +                  !!           0  .  .           !
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 1975.3!    *    +                            !!          0.  .  .           !
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 1976.1!     +                                !!           .  0  .           !
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 1976.3!       +                              !!           .  0  .           !
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 1977.1!        +*                            !!           .  .0 .           !
 1977.2!         +                            !!           .  0  .           !
 1977.3!         +                            !!           .  0  .           !
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 1978.1!      *  +                            !!           0  .  .           !
 1978.2!      +  *                            !!           .  . 0.           !
 1978.3!         +                            !!           .  0  .           !
 1978.4!          +                           !!           .  0  .           !
 1979.1!          +  *                        !!           .  . 0.           !
 1979.2!              +*                      !!           .  .0 .           !
 1979.3!               *+                     !!           . 0.  .           !
 1979.4!              *+                      !!           . 0.  .           !
 1980.1!               +   *                  !!           .  . 0.           !
 1980.2!                   +                  !!           .  0  .           !
 1980.3!                 *+                   !!           . 0.  .           !
 1980.4!           *     +                    !!          0.  .  .           !
 1981.1!         *  +                         !!           .0 .  .           !
 1981.2!       *  +                           !!           .0 .  .           !
 1981.3!     * +                              !!           .0 .  .           !
 1981.4!     +*                               !!           .  0  .           !
 1982.1!     *+                               !!           . 0.  .           !
 1982.2!     +    *                           !!           .  .  0           !
 1982.3!          +                           !!           .  0  .           !
 1982.4!        *  +                          !!           .0 .  .           !
 1983.1!*       +                             !!        0  .  .  .           !
 1983.2!  +    *                              !!           .  .  .0          !
 1983.3!    *   +                             !!           0  .  .           !
 1983.4!   *  +                               !!           .0 .  .           !
 1984.1!     + *                              !!           .  . 0.           !
 1984.2!        +*                            !!           .  .0 .           !
 1984.3! *        +                           !!        0  .  .  .           !
 1984.4!   +  *                               !!           .  . 0.           !
 1985.1!  *    +                              !!          0.  .  .           !
 1985.2!    +*                                !!           .  0  .           !
 1985.3!      +  *                            !!           .  . 0.           !
 1985.4!      *   +                           !!           0  .  .           !
 1986.1*        +                             !!        0  .  .  .           !
 1986.2!+ *                                   !!           .  .0 .           !
 1986.3!    +    *                            !!           .  .  0           !
 1986.4!        * +                           !!           . 0.  .           !
 1987.1!      *   +                           !!           0  .  .           !
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 1987.3!         +*                           !!           .  .0 .           !
 1987.4!            +                         !!           .  0  .           !
 1988.1!              + *                     !!           .  . 0.           !
 1988.2!         *       +                    !!         0 .  .  .           !
 1988.3!           +*                         !!           .  .0 .           !
 1988.4!              + *                     !!           .  .0 .           !
 1989.1!                 +*                   !!           .  .0 .           !
 1989.2!             *     +                  !!          0.  .  .           !
 1989.3!               +*                     !!           .  .0 .           !
 1989.4!                 +*                   !!           .  .0 .           !
 1990.1!                  +                   !!           .  0  .           !
 1990.2!                  +*                  !!           .  .0 .           !
 1990.3!                    +*                !!           .  .0 .           !
 1990.4!                *     +               !!          0.  .  .           !
 1991.1!                 +    *               !!           .  .  .0          !
 1991.2!                      + *             !!           .  .0 .           !
 1991.3!                  *     +             !!          0.  .  .           !
 1991.4!                   + *                !!           .  .0 .           !
 1992.1!                     +   *            !!           .  .  0           !
 1992.2!                     *   +            !!           0  .  .           !
 1992.3!                     +                !!           .  0  .           !
 1992.4!              *      +                !!         0 .  .  .           !
 1993.1!               +      *               !!           .  .  . 0         !
 1993.2!               *      +               !!         0 .  .  .           !
 1993.3!                +   *                 !!           .  .  0           !
 1993.4!               *    +                 !!          0.  .  .           !
 1994.1!                +   *                 !!           .  .  0           !
 1994.2!                   *+                 !!           .  0  .           !
 1994.3!                    +                 !!           .  0  .           !
 1994.4!                     + *              !!           .  . 0.           !
 1995.1!                       +      *       !!           .  .  . 0         !
 1995.2!                          *  +        !!           .0 .  .           !
 1995.3!                        * +           !!           . 0.  .           !
 1995.4!                       *+             !!           . 0.  .           !
 1996.1!                        +*            !!           .  .0 .           !
 1996.2!                       * +            !!           . 0.  .           !
 1996.3!                    *  +              !!           .0 .  .           !
 1996.4!                    *+                !!           . 0.  .           !
 1997.1!                    +     *           !!           .  .  .0          !
 1997.2!                       *  +           !!           .0 .  .           !
 1997.3!                      *+              !!           .  0  .           !
 1997.4!                    * +               !!           .0 .  .           !
 1998.1!                    +  *              !!           .  . 0.           !
 1998.2!                     *+               !!           . 0.  .           !
 1998.3!                  *  +                !!           .0 .  .           !
 1998.4!                 * +                  !!           .0 .  .           !
 1999.1!                 +        *           !!           .  .  .  0        !
 1999.2!                    *    +            !!           0  .  .           !
 1999.3!                    *+                !!           . 0.  .           !
 1999.4!                    + *               !!           .  .0 .           !
 2000.1!                      +    *          !!           .  .  .0          !
 2000.2!                  *        +          !!       0   .  .  .           !
 2000.3!                  +*                  !!           .  .0 .           !
 2000.4!                 *  +                 !!           .0 .  .           !
 2001.1!                  +   *               !!           .  . 0.           !
 2001.2!                  *   +               !!           0  .  .           !
 2001.3!             *     +                  !!          0.  .  .           !
 2001.4!              +  *                    !!           .  . 0.           !
 2002.1!                * +                   !!           . 0.  .           !
 2002.2!                 + *                  !!           .  .0 .           !
 2002.3!             *     +                  !!         0 .  .  .           !
 2002.4!               +   *                  !!           .  .  0           !
 2003.1!                    +*                !!           .  .0 .           !
 2003.2!                 *    +               !!          0.  .  .           !
 2003.3!                 *+                   !!           .  0  .           !
 2003.4!                  +   *               !!           .  .  0           !
 2004.1!                       +  *           !!           .  . 0.           !
 2004.2!                          +*          !!           .  .0 .           !
 2004.3!                          *+          !!           . 0.  .           !
 2004.4!                          + *         !!           .  .0 .           !
 2005.1!                            + *       !!           .  . 0.           !
 2005.2!                             +        !!           . 0.  .           !
 2005.3!                            + *       !!           .  .0 .           !
 2005.4!                             +   *    !!           .  .  0           !
 2006.1!                                +    *!!           .  .  0           !
 2006.2!                                   +  !!           .  0  .           !
 2006.3!                                * +   !!           . 0.  .           !
 2006.4!                               +      !!           .  0  .           !
 2007.1!                               +    * !!           .  .  .0          !
 2007.2!                                   +* !!           .  .0 .           !
 2007.3!                                  *+  !!           .  0  .           !
 2007.4!                                 +  * !!           .  . 0.           !
 2008.1!                                   + *!!           .  .0 .           !
 2008.2!                              *    +  !!          0.  .  .           !
 2008.3!                        *     +       !!          0.  .  .           !
 2008.4!                        +  *          !!           .  . 0.           !
 2009.1!                           + *        !!           .  .0 .           !
 2009.2!                            + *       !!           .  .0 .           !
 2009.3!                           * +        !!           . 0.  .           !
 2009.4!                           +      *   !!           .  .  . 0         !
 2010.1!                               * +    !!           .0 .  .           !
 2010.2!                              +  *    !!           .  . 0.           !
 2010.3!                                +     *!           .  .  .0          !
 2010.4!                                    *+!!           .  0  .           !
 2011.1!                                   +* !!           .  0  .           !
 2011.2!                                   +* !!           .  .0 .           !
 2011.3!                              *    +  !!          0.  .  .           !
 2011.4!                              +      *!!           .  .  . 0         !
 2012.1!                                  *+  !!           . 0.  .           !
 2012.2!                                 +*   !!           .  0  .           !
 2012.3!                              *  +    !!           .0 .  .           !
 2012.4!                             +   *    !!           .  . 0.           !


     26.60 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMEJA=MEPX$Q/JAPMM;                                                     
 GENR LAAMEJA=LOG(AAMEJA+.00001);                                             
 GENR LAMEJA=LOG(AMEJA+.00001);                                               
 LHS AAMEJA=EXP(LAAMEJA)-.00001;                                              
  EQ  151 LAAMEJA C LAMEJA(-1) PMEJA;                                         
EQUATION 401  LAAMEJA  
   RHS     C  LAMEJA(-1)  PMEJA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  401 PLOT=0;END;                                                     

Equation number =  401
**********************

Dependent variable = LAAMEJA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.441396657

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.547593044       0.209234039  -2.61713     1.000000
11612 LAMEJA  ( -1)       0.900141061       0.030417339  29.59302    -5.434580
11610 PMEJA   (  0)      -0.001278766       0.074719368  -0.01711     1.497337

SE of equation            =     0.258338294
Sum of squared residuals  =  12.3466547       0.824273982E-11
Average absolute error    =     0.186723556
Sum of ABS residuals      =  35.1040285    
R squared                 =   0.82693
Durbin-Watson statistic   =   2.25885
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                              *  +    !!         0    .    .         !
 1966.2!                            +         !!         .   0.    .         !
 1966.3!                           + *        !!         .    .   0.         !
 1966.4!                            +*        !!         .    . 0  .         !
 1967.1!                    *       +         !! 0       .    .    .         !
 1967.2!                    +    *            !!         .    .    .  0      !
 1967.3!                      * +             !!         . 0  .    .         !
 1967.4!                      +     *         !!         .    .    .   0     !
 1968.1!                  *        +          !!  0      .    .    .         !
 1968.2!                  +     *             !!         .    .    .  0      !
 1968.3!                     * +              !!         .0   .    .         !
 1968.4!                     +    *           !!         .    .    . 0       !
 1969.1!                         +   *        !!         .    .    .0        !
 1969.2!                        *   +         !!         0    .    .         !
 1969.3!                     *  +             !!         .0   .    .         !
 1969.4!                     +                !!         .    0    .         !
 1970.1!                    + *               !!         .    . 0  .         !
 1970.2!                     + *              !!         .    . 0  .         !
 1970.3!                     *+               !!         .  0 .    .         !
 1970.4!                     +                !!         .    .0   .         !
 1971.1!                     +*               !!         .    .0   .         !
 1971.2!                      +               !!         .    0    .         !
 1971.3!                    * +               !!         .  0 .    .         !
 1971.4!                    +  *              !!         .    .   0.         !
 1972.1!                      *+              !!         .  0 .    .         !
 1972.2!                     +*               !!         .    .0   .         !
 1972.3!                      +*              !!         .    .0   .         !
 1972.4!                       +              !!         .    0    .         !
 1973.1!                     *+               !!         .  0 .    .         !
 1973.2!                    *+                !!         .   0.    .         !
 1973.3!                   *+                 !!         .  0 .    .         !
 1973.4!                *  +                  !!         .0   .    .         !
 1974.1!            *   +                     !!       0 .    .    .         !
 1974.2!         *  +                         !!         0    .    .         !
 1974.3!          +  *                        !!         .    .    0         !
 1974.4!              +*                      !!         .    . 0  .         !
 1975.1!      *        +                      !!0        .    .    .         !
 1975.2!       +  *                           !!         .    .   0.         !
 1975.3!          +    *                      !!         .    .    . 0       !
 1975.4!           *    +                     !!       0 .    .    .         !
 1976.1!   *        +                         !! 0       .    .    .         !
 1976.2!     +     *                          !!         .    .    .   0     !
 1976.3!    *       +                         !!   0     .    .    .         !
 1976.4!      + *                             !!         .    .   0.         !
 1977.1! *       +                            !!  0      .    .    .         !
 1977.2*   +                                  !!         0    .    .         !
 1977.3! +    *                               !!         .    .    . 0       !
 1977.4!       +                              !!         .   0.    .         !
 1978.1!    *   +                             !!         0    .    .         !
 1978.2*      +                               !!    0    .    .    .         !
 1978.3! +   *                                !!         .    .    .0        !
 1978.4!       +                              !!         .    0    .         !
 1979.1!        +      *                      !!         .    .    .    0    !
 1979.2!               +*                     !!         .    .0   .         !
 1979.3!              * +                     !!         . 0  .    .         !
 1979.4!               +                      !!         .    0    .         !
 1980.1!               +                      !!         .    0    .         !
 1980.2!                +      *              !!         .    .    .     0   !
 1980.3!                       +   *          !!         .    .    . 0       !
 1980.4!                           +      *   !!         .    .    .     0   !
 1981.1!                                +*    !!         .    .0   .         !
 1981.2!                                + *   !!         .    .  0 .         !
 1981.3!                         *      +     !!    0    .    .    .         !
 1981.4!                        *+            !!         .   0.    .         !
 1982.1!                        +   *         !!         .    .    . 0       !
 1982.2!                           + *        !!         .    .  0 .         !
 1982.3!                            +       * !!         .    .    .     0   !
 1982.4!                                  +  *!!         .    .   0.         !
 1983.1!                                 * +  !!         .  0 .    .         !
 1983.2!                                + *   !!         .    .  0 .         !
 1983.3!                                *+    !!         .   0.    .         !
 1983.4!                              +   *   !!         .    .    .0        !
 1984.1!                                 +  * !!         .    .    0         !
 1984.2!                                   +* !!         .    .0   .         !
 1984.3!                                  + * !!         .    .  0 .         !
 1984.4!                                  +   !!         .    0    .         !
 1985.1!                              * +     !!         . 0  .    .         !
 1985.2!                             +   *    !!         .    .    . 0       !
 1985.3!                                +   * !!         .    .    .0        !
 1985.4!                                   +  *!         .    .    0         !
 1986.1!                           *        + !! 0       .    .    .         !
 1986.2!                         * +          !!         .  0 .    .         !
 1986.3!                         +*           !!         .    .  0 .         !
 1986.4!                          +    *      !!         .    .    .  0      !
 1987.1!                              +*      !!         .    . 0  .         !
 1987.2!                            * +       !!         .0   .    .         !
 1987.3!                           + *        !!         .    .   0.         !
 1987.4!                            + *       !!         .    . 0  .         !
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 1988.3!                        *  +          !!         0    .    .         !
 1988.4!                       +*             !!         .    .0   .         !
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 1989.2!                       +    *         !!         .    .    . 0       !
 1989.3!                       *   +          !!         0    .    .         !
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 1990.3!                        +*            !!         .    . 0  .         !
 1990.4!                         + *          !!         .    .   0.         !
 1991.1!                      *   +           !!        0.    .    .         !
 1991.2!                      +               !!         .    0    .         !
 1991.3!                      +  *            !!         .    .    0         !
 1991.4!                      * +             !!         . 0  .    .         !
 1992.1!                *    +                !!       0 .    .    .         !
 1992.2!                 +  *                 !!         .    .    0         !
 1992.3!                  * +                 !!         .0   .    .         !
 1992.4!            *     +                   !!      0  .    .    .         !
 1993.1!            *+                        !!         .    0    .         !
 1993.2!            *+                        !!         .  0 .    .         !
 1993.3!             +  *                     !!         .    .    0         !
 1993.4!                +*                    !!         .    .0   .         !
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 1994.3!                 +  *                 !!         .    .  0 .         !
 1994.4!               *   +                  !!        0.    .    .         !
 1995.1!             * +                      !!         . 0  .    .         !
 1995.2!              +  *                    !!         .    .    0         !
 1995.3!             *   +                    !!        0.    .    .         !
 1995.4!              +                       !!         .    .0   .         !
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 2001.1!         *   +                        !!         0    .    .         !
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 2001.3!       *  +                           !!         .0   .    .         !
 2001.4!       *+                             !!         .   0.    .         !
 2002.1!        +          *                  !!         .    .    .         0
 2002.2!                  *+                  !!         .   0.    .         !
 2002.3!                * +                   !!         . 0  .    .         !
 2002.4!                +                     !!         .    0    .         !
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 2003.3!                +*                    !!         .    . 0  .         !
 2003.4!               * +                    !!         . 0  .    .         !
 2004.1!               +*                     !!         .    .0   .         !
 2004.2!              * +                     !!         .0   .    .         !
 2004.3!              +                       !!         .   0.    .         !
 2004.4!              +*                      !!         .    .0   .         !
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 2005.4!                +                     !!         .    0    .         !
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 2006.4!               +  *                   !!         .    .   0.         !
 2007.1!                 *+                   !!         .  0 .    .         !
 2007.2!                 +                    !!         .    0    .         !
 2007.3!                 + *                  !!         .    .  0 .         !
 2007.4!                   +                  !!         .    0    .         !
 2008.1!                   +                  !!         .    0    .         !
 2008.2!                  *+                  !!         .   0.    .         !
 2008.3!                * +                   !!         .  0 .    .         !
 2008.4!                +*                    !!         .    0    .         !
 2009.1!                *+                    !!         .   0.    .         !
 2009.2!                +*                    !!         .    .0   .         !
 2009.3!                 +                    !!         .    .0   .         !
 2009.4!                  +                   !!         .    .0   .         !
 2010.1!                  +                   !!         .   0.    .         !
 2010.2!                 *+                   !!         .   0.    .         !
 2010.3!                 +                    !!         .    0    .         !
 2010.4!                 +                    !!         .   0.    .         !
 2011.1!                 +                    !!         .    0    .         !
 2011.2!                 +*                   !!         .    .0   .         !
 2011.3!                * +                   !!         .  0 .    .         !
 2011.4!                 +                    !!         .    .0   .         !
 2012.1!                *+                    !!         .  0 .    .         !
 2012.2!                +  *                  !!         .    .   0.         !
 2012.3!                   +*                 !!         .    .0   .         !
 2012.4!                   *+                 !!         .  0 .    .         !


     28.19 percent of the residuals exceed 1 SE
      7.45 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPEJA=PEPX$Q/JAPMM;                                                     
 GENR LAAPEJA=LOG(AAPEJA+.00001);                                             
 GENR LAPEJA=LOG(APEJA+.00001);                                               
 LHS AAPEJA=EXP(LAAPEJA)-.00001;                                              
  EQ  152 LAAPEJA C LAPEJA(-1) PPEJA;                                         
EQUATION 402  LAAPEJA  
   RHS     C  LAPEJA(-1)  PPEJA  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  402 PLOT=0;END;                                                     

Equation number =  402
**********************

Dependent variable = LAAPEJA 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.949818590

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.469418258       0.363104284  -4.04682     1.000000
11615 LAPEJA  ( -1)       0.749847606       0.058885356  12.73403    -5.944072
11613 PPEJA   (  0)      -0.021731319       0.064611995  -0.33634     1.069987

SE of equation            =     0.277193832
Sum of squared residuals  =  9.45087976       0.402025080E-10
Average absolute error    =     0.206582949
Sum of ABS residuals      =  26.0294515    
R squared                 =   0.56940
Durbin-Watson statistic   =   2.43317
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                          +       *   !!          .   .   . 0        !
 1981.4!                              +    *  !!          .   .   .0         !
 1982.1!                             * +      !!          .  0.   .          !
 1982.2!                          +          *!!          .   .   .    0     !
 1982.3!                                +     !!          .   0   .          !
 1982.4!                             +        *!          .   .   .   0      !
 1983.1!                                 +*   !!          .   .0  .          !
 1983.2!                             +  *     !!          .   . 0 .          !
 1983.3!                            +    *    !!          .   .   0          !
 1983.4!                           * +        !!          .  0.   .          !
 1984.1!                         +            !!          .   0   .          !
 1984.2!                       +       *      !!          .   .   .  0       !
 1984.3!                          * +         !!          .  0.   .          !
 1984.4!                        +    *        !!          .   .   0          !
 1985.1!                          +           !!          .   0   .          !
 1985.2!                        +          *  !!          .   .   .    0     !
 1985.3!                             * +      !!          .  0.   .          !
 1985.4!                          +  *        !!          .   . 0 .          !
 1986.1!                *         +           !!     0    .   .   .          !
 1986.2!                +              *      !!          .   .   .       0  !
 1986.3!                          *+          !!          .  0.   .          !
 1986.4!                        +*            !!          .   .0  .          !
 1987.1!                     * +              !!          . 0 .   .          !
 1987.2!                    +   *             !!          .   .  0.          !
 1987.3!                     * +              !!          .  0.   .          !
 1987.4!                    +*                !!          .   .0  .          !
 1988.1!                   *+                 !!          .  0.   .          !
 1988.2!                   +  *               !!          .   .  0.          !
 1988.3!                  *  +                !!          .0  .   .          !
 1988.4!           *      +                   !!        0 .   .   .          !
 1989.1!            +     *                   !!          .   .   .0         !
 1989.2!                  +     *             !!          .   .   .0         !
 1989.3!                *      +              !!        0 .   .   .          !
 1989.4!                +  *                  !!          .   . 0 .          !
 1990.1!                 * +                  !!          .  0.   .          !
 1990.2!                 +       *            !!          .   .   . 0        !
 1990.3!                       +              !!          .   0   .          !
 1990.4!                 *    +               !!          0   .   .          !
 1991.1*                 +                    !0          .   .   .          !
 1991.2!    +              *                  !!          .   .   .        0 !
 1991.3!             *    +                   !!          0   .   .          !
 1991.4!     *        +                       !!      0   .   .   .          !
 1992.1!        +       *                     !!          .   .   .  0       !
 1992.2!                +  *                  !!          .   .  0.          !
 1992.3!                 * +                  !!          .  0.   .          !
 1992.4!              *  +                    !!          .0  .   .          !
 1993.1!               +                      !!          .   0   .          !
 1993.2!                +        *            !!          .   .   .   0      !
 1993.3!                     * +              !!          .  0.   .          !
 1993.4!                 *   +                !!          .0  .   .          !
 1994.1!                *+                    !!          .  0.   .          !
 1994.2!                 +                    !!          .   0   .          !
 1994.3!                 +       *            !!          .   .   .  0       !
 1994.4!                    *  +              !!          . 0 .   .          !
 1995.1!                *   +                 !!          .0  .   .          !
 1995.2!              *  +                    !!          . 0 .   .          !
 1995.3!               +   *                  !!          .   .  0.          !
 1995.4!              *   +                   !!          .0  .   .          !
 1996.1!             * +                      !!          . 0 .   .          !
 1996.2!        *     +                       !!         0.   .   .          !
 1996.3!          +  *                        !!          .   . 0 .          !
 1996.4!            * +                       !!          . 0 .   .          !
 1997.1!            * +                       !!          .  0.   .          !
 1997.2!              +                       !!          .   0   .          !
 1997.3!               +   *                  !!          .   .  0.          !
 1997.4!           *      +                   !!        0 .   .   .          !
 1998.1! *           +                        !!    0     .   .   .          !
 1998.2!  *  +                                !!          .0  .   .          !
 1998.3!     *+                               !!          .  0.   .          !
 1998.4!      * +                             !!          . 0 .   .          !
 1999.1!    *    +                            !!          0   .   .          !
 1999.2!       +  *                           !!          .   .  0.          !
 1999.3!            +*                        !!          .   0   .          !
 1999.4!           *  +                       !!          . 0 .   .          !
 2000.1!          *  +                        !!          . 0 .   .          !
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 2000.3!          *+                          !!          .  0.   .          !
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 2001.1!          *  +                        !!          .0  .   .          !
 2001.2!            +   *                     !!          .   .   0          !
 2001.3!                 +*                   !!          .   . 0 .          !
 2001.4!                * +                   !!          . 0 .   .          !
 2002.1!            *   +                     !!          .0  .   .          !
 2002.2!              + *                     !!          .   . 0 .          !
 2002.3!                 +   *                !!          .   .  0.          !
 2002.4!            *       +                 !!       0  .   .   .          !
 2003.1!             +*                       !!          .   0   .          !
 2003.2!            *  +                      !!          . 0 .   .          !
 2003.3!              +*                      !!          .   .0  .          !
 2003.4!               +                      !!          .  0.   .          !
 2004.1!            *  +                      !!          .0  .   .          !
 2004.2!             + *                      !!          .   .0  .          !
 2004.3!               *+                     !!          .   0   .          !
 2004.4!      *         +                     !!      0   .   .   .          !
 2005.1!         +      *                     !!          .   .   . 0        !
 2005.2!       *         +                    !!      0   .   .   .          !
 2005.3!        * +                           !!          .  0.   .          !
 2005.4!      *    +                          !!          0   .   .          !
 2006.1!         +*                           !!          .   .0  .          !
 2006.2!           *+                         !!          .  0.   .          !
 2006.3!           *+                         !!          .  0.   .          !
 2006.4!            +  *                      !!          .   . 0 .          !
 2007.1!              *+                      !!          .  0.   .          !
 2007.2!               +  *                   !!          .   .  0.          !
 2007.3!                 +      *             !!          .   .   . 0        !
 2007.4!                      + *             !!          .   . 0 .          !
 2008.1!                   *  +               !!          .0  .   .          !
 2008.2!                  +*                  !!          .   0   .          !
 2008.3!                 *+                   !!          .  0.   .          !
 2008.4!                 +  *                 !!          .   .  0.          !
 2009.1!              *     +                 !!         0.   .   .          !
 2009.2!               +     *                !!          .   .   . 0        !
 2009.3!                   *+                 !!          .  0.   .          !
 2009.4!                   +  *               !!          .   .  0.          !
 2010.1!                   * +                !!          . 0 .   .          !
 2010.2!                * +                   !!          . 0 .   .          !
 2010.3!                +  *                  !!          .   . 0 .          !
 2010.4!              *   +                   !!          .0  .   .          !
 2011.1!              *+                      !!          .  0.   .          !
 2011.2!              +   *                   !!          .   .  0.          !
 2011.3!           *      +                   !!        0 .   .   .          !
 2011.4!         *  +                         !!          . 0 .   .          !
 2012.1!           +         *                !!          .   .   .   0      !
 2012.2!                   *+                 !!          .  0.   .          !
 2012.3!                * +                   !!          . 0 .   .          !
 2012.4!                +                     !!          .   0   .          !


     25.40 percent of the residuals exceed 1 SE
      4.76 percent of the residuals exceed 2 SE
@EQ   153 LAATUJA C LATUJA(-1) PTUJA;SMPL 1969.2 2012.4;OLS;EST  153 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDJA=PDPX$/JAPMM;                                                      
 GENR LAAPDJA=LOG(AAPDJA+.00001);                                             
 GENR LAPDJA=LOG(APDJA+.00001);                                               
 LHS AAPDJA=EXP(LAAPDJA)-.00001;                                              
  EQ  154 LAAPDJA C LAPDJA(-1) PPDJA;                                         
EQUATION 403  LAAPDJA  
   RHS     C  LAPDJA(-1)  PPDJA  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  403 PLOT=0;END;                                                     

Equation number =  403
**********************

Dependent variable = LAAPDJA 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -7.912028599

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.059930482       0.422529202  -2.50854     1.000000
11618 LAPDJA  ( -1)       0.847184179       0.048500556  17.46751    -7.915456
11616 PPDJA   (  0)      -0.103616691       0.153182810  -0.67643     1.411444

SE of equation            =     0.340981964
Sum of squared residuals  =  14.3010500      -0.600852701E-11
Average absolute error    =     0.251797473
Sum of ABS residuals      =  31.7264816    
R squared                 =   0.71659
Durbin-Watson statistic   =   2.58727
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                     *+               !!         .   0.    .         !
 1981.4!                    +     *           !!         .    .    .0        !
 1982.1!                    *  +              !!         . 0  .    .         !
 1982.2!                   +   *              !!         .    .   0.         !
 1982.3!                     +*               !!         .    .0   .         !
 1982.4!                     +         *      !!         .    .    .   0     !
 1983.1!                    *       +         !!      0  .    .    .         !
 1983.2!                   +  *               !!         .    .   0.         !
 1983.3!                     +       *        !!         .    .    . 0       !
 1983.4!                *          +          !!    0    .    .    .         !
 1984.1!               +      *               !!         .    .    .0        !
 1984.2!                    + *               !!         .    . 0  .         !
 1984.3!                    *+                !!         .   0.    .         !
 1984.4!               *   +                  !!         .0   .    .         !
 1985.1!               +                      !!         .    .0   .         !
 1985.2!               +            *         !!         .    .    .      0  !
 1985.3!                          +      *    !!         .    .    . 0       !
 1985.4!                    *          +      !!   0     .    .    .         !
 1986.1!                *  +                  !!         . 0  .    .         !
 1986.2!           *   +                      !!         .0   .    .         !
 1986.3!            + *                       !!         .    . 0  .         !
 1986.4!         *    +                       !!        0.    .    .         !
 1987.1!          +           *               !!         .    .    .      0  !
 1987.2!               *     +                !!        0.    .    .         !
 1987.3!               +         *            !!         .    .    .    0    !
 1987.4!                        +             !!         .    0    .         !
 1988.1!                       +*             !!         .    0    .         !
 1988.2!                       +         *    !!         .    .    .    0    !
 1988.3!                           *   +      !!         . 0  .    .         !
 1988.4!                          +         * !!         .    .    .   0     !
 1989.1!                 *               +    !0         .    .    .         !
 1989.2!                 +             *      !!         .    .    .       0 !
 1989.3!                             +        *!         .    .    .   0     !
 1989.4!                                   + *!!         .    . 0  .         !
 1990.1!                      *           +   !!   0     .    .    .         !
 1990.2!                     +    *           !!         .    .   0.         !
 1990.3!                        *+            !!         .    0    .         !
 1990.4!                    *   +             !!         . 0  .    .         !
 1991.1!               *    +                 !!         0    .    .         !
 1991.2!               +       *              !!         .    .    . 0       !
 1991.3!                   *  +               !!         . 0  .    .         !
 1991.4!                  *+                  !!         .   0.    .         !
 1992.1!            *     +                   !!       0 .    .    .         !
 1992.2!            +    *                    !!         .    .   0.         !
 1992.3!                 +                    !!         .    0    .         !
 1992.4!               * +                    !!         . 0  .    .         !
 1993.1!           *   +                      !!         .0   .    .         !
 1993.2!          * +                         !!         .  0 .    .         !
 1993.3!           +*                         !!         .    .0   .         !
 1993.4!    *        +                        !!      0  .    .    .         !
 1994.1!      +*                              !!         .    .0   .         !
 1994.2!    *   +                             !!         .0   .    .         !
 1994.3!      +                               !!         .   0.    .         !
 1994.4!*       +                             !!      0  .    .    .         !
 1995.1! * +                                  !!         .   0.    .         !
 1995.2!  * +                                 !!         .  0 .    .         !
 1995.3!    +     *                           !!         .    .    0         !
 1995.4!*          +                          !!   0     .    .    .         !
 1996.1!   +                                  !!         .    0    .         !
 1996.2!     + *                              !!         .    . 0  .         !
 1996.3!        *+                            !!         .   0.    .         !
 1996.4!    *     +                           !!         0    .    .         !
 1997.1!      +*                              !!         .    0    .         !
 1997.2!        +*                            !!         .    .0   .         !
 1997.3!         * +                          !!         .   0.    .         !
 1997.4!   *       +                          !!       0 .    .    .         !
 1998.1!   * +                                !!         .  0 .    .         !
 1998.2!     + *                              !!         .    . 0  .         !
 1998.3!      *  +                            !!         .  0 .    .         !
 1998.4!     *  +                             !!         . 0  .    .         !
 1999.1*       +                              !!      0  .    .    .         !
 1999.2!  +     *                             !!         .    .    .0        !
 1999.3!     *    +                           !!         0    .    .         !
 1999.4!   *   +                              !!         .0   .    .         !
 2000.1!    *+                                !!         .   0.    .         !
 2000.2!      +     *                         !!         .    .    0         !
 2000.3!      *      +                        !!        0.    .    .         !
 2000.4!     *  +                             !!         . 0  .    .         !
 2001.1!  *    +                              !!         0    .    .         !
 2001.2!    +       *                         !!         .    .    . 0       !
 2001.3!           * +                        !!         .  0 .    .         !
 2001.4!       *    +                         !!         .0   .    .         !
 2002.1!         +                            !!         .    0    .         !
 2002.2!     *    +                           !!         0    .    .         !
 2002.3!       +      *                       !!         .    .    .0        !
 2002.4!            * +                       !!         .  0 .    .         !
 2003.1!           * +                        !!         .  0 .    .         !
 2003.2!          * +                         !!         .   0.    .         !
 2003.3!            +  *                      !!         .    .  0 .         !
 2003.4!               *+                     !!         .    0    .         !
 2004.1!                +*                    !!         .    .0   .         !
 2004.2!                  + *                 !!         .    .  0 .         !
 2004.3!                    +  *              !!         .    . 0  .         !
 2004.4!                    * +               !!         .  0 .    .         !
 2005.1!                    +*                !!         .    0    .         !
 2005.2!                    +*                !!         .    0    .         !
 2005.3!                    *+                !!         .   0.    .         !
 2005.4!                   *+                 !!         .   0.    .         !
 2006.1!                   +                  !!         .    0    .         !
 2006.2!                    +                 !!         .    0    .         !
 2006.3!                    +                 !!         .    0    .         !
 2006.4!                   *+                 !!         .   0.    .         !
 2007.1!                    +  *              !!         .    .   0.         !
 2007.2!                       + *            !!         .    . 0  .         !
 2007.3!                        +  *          !!         .    .  0 .         !
 2007.4!                          +*          !!         .    .0   .         !
 2008.1!                          +   *       !!         .    .   0.         !
 2008.2!                             +        !!         .    0    .         !
 2008.3!                            +         !!         .    0    .         !
 2008.4!                         * +          !!         .   0.    .         !
 2009.1!                       *+             !!         .  0 .    .         !
 2009.2!                      +      *        !!         .    .    .0        !
 2009.3!                           +*         !!         .    .0   .         !
 2009.4!                           +  *       !!         .    .  0 .         !
 2010.1!                            +   *     !!         .    .   0.         !
 2010.2!                            * +       !!         . 0  .    .         !
 2010.3!                           + *        !!         .    . 0  .         !
 2010.4!                           +   *      !!         .    .   0.         !
 2011.1!                              +*      !!         .    .0   .         !
 2011.2!                             +*       !!         .    .0   .         !
 2011.3!                            *+        !!         .   0.    .         !
 2011.4!                           +   *      !!         .    .   0.         !
 2012.1!                             *+       !!         .    0    .         !
 2012.2!                            +         !!         .    0    .         !
 2012.3!                           + *        !!         .    . 0  .         !
 2012.4!                            +  *      !!         .    . 0  .         !


     28.57 percent of the residuals exceed 1 SE
      7.14 percent of the residuals exceed 2 SE
@@EQ  155 LAARUJA C LARUJA(-1) PRUJA;SMPL 1992.3 2012.4;OLS;EST  155 PLOT=0;EN
@@EQ  156 LAAUEJA C LAUEJA(-1) PUEJA;SMPL 1992.3 2012.4;OLS;EST  156 PLOT=0;EN
@EQ   157 LAAEGJA C LAEGJA(-1) PEGJA;SMPL 1981.3 2012.4;OLS;EST  157 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PISJA=ISPX$/JAPMM;                                                      
 GENR LAAISJA=LOG(AAISJA+.00001);                                             
 GENR LAISJA=LOG(AISJA+.00001);                                               
 LHS AAISJA=EXP(LAAISJA)-.00001;                                              
  EQ  158 LAAISJA C LAISJA(-1) PISJA;                                         
EQUATION 404  LAAISJA  
   RHS     C  LAISJA(-1)  PISJA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  404 PLOT=0;END;                                                     

Equation number =  404
**********************

Dependent variable = LAAISJA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.039568192

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.466929167       0.331496091  -4.42518     1.000000
11621 LAISJA  ( -1)       0.746943402       0.050336380  14.83904    -6.034661
11619 PISJA   (  0)      -0.049445741       0.139904401  -0.35343     1.316361

SE of equation            =     0.308271944
Sum of squared residuals  =  17.5808444      -0.497912822E-10
Average absolute error    =     0.212568997
Sum of ABS residuals      =  39.9629714    
R squared                 =   0.55099
Durbin-Watson statistic   =   2.50310
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!            *   +                     !!           0  .  .           !
 1966.2!             +                        !!           .  0  .           !
 1966.3!          *  +                        !!           0  .  .           !
 1966.4!           +        *                 !!           .  .  .  0        !
 1967.1!                  +  *                !!           .  . 0.           !
 1967.2!                  * +                 !!           . 0.  .           !
 1967.3*                  +                   !! 0         .  .  .           !
 1967.4!    +                                 !!           .  .0 .           !
 1968.1*       +                              !!        0  .  .  .           !
 1968.2!   +    *                             !!           .  .  .0          !
 1968.3!*         +                           !!       0   .  .  .           !
 1968.4!    +       *                         !!           .  .  .  0        !
 1969.1!     *       +                        !!        0  .  .  .           !
 1969.2!      *+                              !!           . 0.  .           !
 1969.3!         +   *                        !!           .  .  0           !
 1969.4!             *+                       !!           .  0  .           !
 1970.1!              +  *                    !!           .  . 0.           !
 1970.2!                 +                    !!           .  0  .           !
 1970.3!                 +                    *!           .  .  .           0
 1970.4!                    *           +     !!     0     .  .  .           !
 1971.1!                   +  *               !!           .  . 0.           !
 1971.2!                    +          *      !!           .  .  .   0       !
 1971.3!                  *        +          !!       0   .  .  .           !
 1971.4!                 +        *           !!           .  .  .  0        !
 1972.1!                       +*             !!           .  0  .           !
 1972.2!              *       +               !!         0 .  .  .           !
 1972.3!              *+                      !!           . 0.  .           !
 1972.4!              +      *                !!           .  .  . 0         !
 1973.1!                    +      *          !!           .  .  . 0         !
 1973.2!                     *  +             !!           .0 .  .           !
 1973.3!             *     +                  !!          0.  .  .           !
 1973.4!              +*                      !!           .  .0 .           !
 1974.1!             * +                      !!           . 0.  .           !
 1974.2!         *    +                       !!           0  .  .           !
 1974.3!   *       +                          !!         0 .  .  .           !
 1974.4!      +           *                   !!           .  .  .    0      !
 1975.1!                 +  *                 !!           .  . 0.           !
 1975.2!                 * +                  !!           . 0.  .           !
 1975.3!                +*                    !!           .  .0 .           !
 1975.4!                 +    *               !!           .  .  .0          !
 1976.1!            *        +                !!        0  .  .  .           !
 1976.2!          *  +                        !!           .0 .  .           !
 1976.3!          * +                         !!           . 0.  .           !
 1976.4!           +                          !!           .  0  .           !
 1977.1!            +*                        !!           .  .0 .           !
 1977.2!            * +                       !!           . 0.  .           !
 1977.3!         *   +                        !!           0  .  .           !
 1977.4!          +     *                     !!           .  .  .0          !
 1978.1!               + *                    !!           .  .0 .           !
 1978.2!                +                     !!           .  0  .           !
 1978.3!               + *                    !!           .  .0 .           !
 1978.4!                +*                    !!           .  0  .           !
 1979.1!                +  *                  !!           .  . 0.           !
 1979.2!                  +  *                !!           .  . 0.           !
 1979.3!                 * +                  !!           . 0.  .           !
 1979.4!                *+                    !!           .  0  .           !
 1980.1!                +*                    !!           .  .0 .           !
 1980.2!                 +                    !!           .  0  .           !
 1980.3!               *+                     !!           . 0.  .           !
 1980.4!               +     *                !!           .  .  .0          !
 1981.1!            *      +                  !!         0 .  .  .           !
 1981.2!             + *                      !!           .  . 0.           !
 1981.3!           *   +                      !!           0  .  .           !
 1981.4!            +  *                      !!           .  . 0.           !
 1982.1!           *   +                      !!           .0 .  .           !
 1982.2!            + *                       !!           .  .0 .           !
 1982.3!             *+                       !!           . 0.  .           !
 1982.4!             +  *                     !!           .  . 0.           !
 1983.1!              * +                     !!           . 0.  .           !
 1983.2!              *+                      !!           .  0  .           !
 1983.3!            * +                       !!           . 0.  .           !
 1983.4!             + *                      !!           .  .0 .           !
 1984.1!              *+                      !!           . 0.  .           !
 1984.2!              +                       !!           .  0  .           !
 1984.3!             *+                       !!           . 0.  .           !
 1984.4!              +*                      !!           .  .0 .           !
 1985.1!               +                      !!           .  0  .           !
 1985.2!               +*                     !!           .  0  .           !
 1985.3!               *+                     !!           .  0  .           !
 1985.4!               + *                    !!           .  .0 .           !
 1986.1!               *+                     !!           . 0.  .           !
 1986.2!               +    *                 !!           .  .  0           !
 1986.3!                   +                  !!           .  0  .           !
 1986.4!                  +    *              !!           .  .  .0          !
 1987.1!                      +*              !!           .  .0 .           !
 1987.2!                     +  *             !!           .  . 0.           !
 1987.3!                      + *             !!           .  .0 .           !
 1987.4!                      + *             !!           .  . 0.           !
 1988.1!                      +  *            !!           .  . 0.           !
 1988.2!                       + *            !!           .  . 0.           !
 1988.3!                     *+               !!           . 0.  .           !
 1988.4!                    +   *             !!           .  .  0           !
 1989.1!                      +*              !!           .  .0 .           !
 1989.2!                     +*               !!           .  .0 .           !
 1989.3!                     + *              !!           .  . 0.           !
 1989.4!                     +     *          !!           .  .  .0          !
 1990.1!                       *+             !!           .  0  .           !
 1990.2!                     +                !!           .  0  .           !
 1990.3!                   +   *              !!           .  .  0           !
 1990.4!                     + *              !!           .  .0 .           !
 1991.1!                   * +                !!           . 0.  .           !
 1991.2!                  +   *               !!           .  . 0.           !
 1991.3!                   *+                 !!           . 0.  .           !
 1991.4!                  +   *               !!           .  .  0           !
 1992.1!                    +                 !!           .  0  .           !
 1992.2!                   +*                 !!           .  .0 .           !
 1992.3!                  *+                  !!           . 0.  .           !
 1992.4!                 +   *                !!           .  .  0           !
 1993.1!                    +*                !!           .  .0 .           !
 1993.2!                    +                 !!           .  .0 .           !
 1993.3!                  *+                  !!           . 0.  .           !
 1993.4!                 +   *                !!           .  . 0.           !
 1994.1!                   +  *               !!           .  . 0.           !
 1994.2!                    + *               !!           .  .0 .           !
 1994.3!                   *+                 !!           . 0.  .           !
 1994.4!                  +      *            !!           .  .  . 0         !
 1995.1!                       +*             !!           .  .0 .           !
 1995.2!                      + *             !!           .  .0 .           !
 1995.3!                      +*              !!           .  .0 .           !
 1995.4!                     +    *           !!           .  .  .0          !
 1996.1!                        +             !!           .  0  .           !
 1996.2!                      +               !!           .  0  .           !
 1996.3!                     +                !!           .  0  .           !
 1996.4!                    +  *              !!           .  . 0.           !
 1997.1!                     +                !!           .  0  .           !
 1997.2!                    +                 !!           .  0  .           !
 1997.3!                   +                  !!           .  0  .           !
 1997.4!                  + *                 !!           .  .0 .           !
 1998.1!                  +*                  !!           .  0  .           !
 1998.2!                  +                   !!           .  0  .           !
 1998.3!              *  +                    !!           .0 .  .           !
 1998.4!               +   *                  !!           .  .  0           !
 1999.1!                * +                   !!           . 0.  .           !
 1999.2!                +  *                  !!           .  . 0.           !
 1999.3!                 *+                   !!           .  0  .           !
 1999.4!                 +  *                 !!           .  . 0.           !
 2000.1!                *  +                  !!           .0 .  .           !
 2000.2!                +*                    !!           .  .0 .           !
 2000.3!               * +                    !!           . 0.  .           !
 2000.4!               + *                    !!           .  . 0.           !
 2001.1!                 +                    !!           .  0  .           !
 2001.2!                 +                    !!           .  0  .           !
 2001.3!               *+                     !!           . 0.  .           !
 2001.4!               + *                    !!           .  .0 .           !
 2002.1!               * +                    !!           . 0.  .           !
 2002.2!               +                      !!           .  0  .           !
 2002.3!             * +                      !!           .0 .  .           !
 2002.4!             +*                       !!           .  .0 .           !
 2003.1!             *+                       !!           . 0.  .           !
 2003.2!            *+                        !!           . 0.  .           !
 2003.3!          *  +                        !!           .0 .  .           !
 2003.4!           + *                        !!           .  .0 .           !
 2004.1!              +                       !!           .  0  .           !
 2004.2!             *+                       !!           . 0.  .           !
 2004.3!          *  +                        !!           .0 .  .           !
 2004.4!           +    *                     !!           .  .  0           !
 2005.1!            *   +                     !!           0  .  .           !
 2005.2!             +                        !!           .  0  .           !
 2005.3!            * +                       !!           . 0.  .           !
 2005.4!            *+                        !!           . 0.  .           !
 2006.1!           * +                        !!           . 0.  .           !
 2006.2!           *+                         !!           . 0.  .           !
 2006.3!          * +                         !!           .0 .  .           !
 2006.4!           +*                         !!           .  0  .           !
 2007.1!          *  +                        !!           .0 .  .           !
 2007.2!           +                          !!           .  0  .           !
 2007.3!       *    +                         !!          0.  .  .           !
 2007.4!         +*                           !!           .  .0 .           !
 2008.1!        *  +                          !!           .0 .  .           !
 2008.2!       *  +                           !!           .0 .  .           !
 2008.3!         +*                           !!           .  0  .           !
 2008.4!         * +                          !!           .0 .  .           !
 2009.1!        *  +                          !!           .0 .  .           !
 2009.2!    *     +                           !!          0.  .  .           !
 2009.3! *     +                              !!          0.  .  .           !
 2009.4!     +*                               !!           .  .0 .           !
 2010.1!      *  +                            !!           .0 .  .           !
 2010.2!     *  +                             !!           .0 .  .           !
 2010.3!   *    +                             !!          0.  .  .           !
 2010.4!      + *                             !!           .  . 0.           !
 2011.1!      *   +                           !!           0  .  .           !
 2011.2!        +*                            !!           .  0  .           !
 2011.3!     *    +                           !!           0  .  .           !
 2011.4!        + *                           !!           .  . 0.           !
 2012.1!      *     +                         !!          0.  .  .           !
 2012.2!      *  +                            !!           .0 .  .           !
 2012.3!        +                             !!           .  0  .           !
 2012.4!   *      +                           !!          0.  .  .           !


     21.81 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@EQ   159 LAAKEJA C LAKEJA(-1) PKEJA;SMPL 1966.1 2012.4;OLS;EST  159 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBAJA=BAPX$/JAPMM;                                                      
 GENR LAABAJA=LOG(AABAJA+.00001);                                             
 GENR LABAJA=LOG(ABAJA+.00001);                                               
 LHS AABAJA=EXP(LAABAJA)-.00001;                                              
  EQ  160 LAABAJA C LABAJA(-1) PBAJA;                                         
EQUATION 405  LAABAJA  
   RHS     C  LABAJA(-1)  PBAJA  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  405 PLOT=0;END;                                                     

Equation number =  405
**********************

Dependent variable = LAABAJA 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -8.373555350

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.827545874       0.427122290  -4.27874     1.000000
11624 LABAJA  ( -1)       0.770652370       0.052681548  14.62851    -8.381440
11622 PBAJA   (  0)      -0.046033416       0.033894653  -1.35813     1.886294

SE of equation            =     0.286150386
Sum of squared residuals  =  13.0192449       0.104601661E-09
Average absolute error    =     0.220111115
Sum of ABS residuals      =  35.6580006    
R squared                 =   0.61217
Durbin-Watson statistic   =   2.43995
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!                  *+                  !!         .   0.    .         !
 1972.4!                 * +                  !!         .  0 .    .         !
 1973.1!               *  +                   !!         .0   .    .         !
 1973.2!                +      *              !!         .    .    .  0      !
 1973.3!                     * +              !!         .  0 .    .         !
 1973.4!               *     +                !!        0.    .    .         !
 1974.1!                + *                   !!         .    . 0  .         !
 1974.2!                   +     *            !!         .    .    . 0       !
 1974.3!            *           +             !!0        .    .    .         !
 1974.4!      *      +                        !!     0   .    .    .         !
 1975.1!        *+                            !!         .   0.    .         !
 1975.2*          +                           !! 0       .    .    .         !
 1975.3!   +    *                             !!         .    .    0         !
 1975.4!          +*                          !!         .    .0   .         !
 1976.1!            *+                        !!         .   0.    .         !
 1976.2!         *   +                        !!         0    .    .         !
 1976.3!         * +                          !!         .  0 .    .         !
 1976.4!           +*                         !!         .    0    .         !
 1977.1!             +                        !!         .    0    .         !
 1977.2!              +*                      !!         .    .0   .         !
 1977.3!                +*                    !!         .    .0   .         !
 1977.4!                 + *                  !!         .    . 0  .         !
 1978.1!              *    +                  !!         0    .    .         !
 1978.2!              *+                      !!         .  0 .    .         !
 1978.3!               + *                    !!         .    .  0 .         !
 1978.4!                  +         *         !!         .    .    .      0  !
 1979.1!                    *     +           !!       0 .    .    .         !
 1979.2!                    +        *        !!         .    .    .     0   !
 1979.3!                        *  +          !!         . 0  .    .         !
 1979.4!                       +   *          !!         .    .    0         !
 1980.1!                          + *         !!         .    . 0  .         !
 1980.2!             *            +           !0         .    .    .         !
 1980.3!              +    *                  !!         .    .    .0        !
 1980.4!                *   +                 !!         0    .    .         !
 1981.1!            *    +                    !!        0.    .    .         !
 1981.2!              +   *                   !!         .    .    0         !
 1981.3!                   +*                 !!         .    . 0  .         !
 1981.4!                    +   *             !!         .    .   0.         !
 1982.1!                  *    +              !!        0.    .    .         !
 1982.2!                   +        *         !!         .    .    .     0   !
 1982.3!                           +       *  !!         .    .    .   0     !
 1982.4!                             *  +     !!         . 0  .    .         !
 1983.1!                            +  *      !!         .    .   0.         !
 1983.2!                            *+        !!         .   0.    .         !
 1983.3!                          +    *      !!         .    .    .0        !
 1983.4!                             +   *    !!         .    .   0.         !
 1984.1!                          *   +       !!         0    .    .         !
 1984.2!                        +      *      !!         .    .    . 0       !
 1984.3!                            +*        !!         .    .0   .         !
 1984.4!                           +*         !!         .    . 0  .         !
 1985.1!                          +  *        !!         .    .   0.         !
 1985.2!                          *+          !!         .   0.    .         !
 1985.3!                         +      *     !!         .    .    .  0      !
 1985.4!                             + *      !!         .    . 0  .         !
 1986.1!                             +        !!         .    0    .         !
 1986.2!                           +      *   !!         .    .    .  0      !
 1986.3!                            *  +      !!         .0   .    .         !
 1986.4!                          +           *!         .    .    .        0!
 1987.1!                               *   +  !!         .0   .    .         !
 1987.2!                             +  *     !!         .    .  0 .         !
 1987.3!                           *  +       !!         . 0  .    .         !
 1987.4!                          +    *      !!         .    .    0         !
 1988.1!                             +        !!         .    0    .         !
 1988.2!                           +    *     !!         .    .    0         !
 1988.3!                          *   +       !!         0    .    .         !
 1988.4!                         +  *         !!         .    .  0 .         !
 1989.1!                         * +          !!         .   0.    .         !
 1989.2!                        *+            !!         .   0.    .         !
 1989.3!                     *  +             !!         . 0  .    .         !
 1989.4!                      +*              !!         .    . 0  .         !
 1990.1!                       +    *         !!         .    .    .0        !
 1990.2!                          *+          !!         .   0.    .         !
 1990.3!                          +           !!         .    .0   .         !
 1990.4!                 *        +           !!   0     .    .    .         !
 1991.1!                  +   *               !!         .    .    0         !
 1991.2!                     *+               !!         .   0.    .         !
 1991.3!                   *  +               !!         .0   .    .         !
 1991.4!                    +   *             !!         .    .    0         !
 1992.1!                    *   +             !!         0    .    .         !
 1992.2!                     + *              !!         .    . 0  .         !
 1992.3!                     * +              !!         .  0 .    .         !
 1992.4!                      + *             !!         .    .  0 .         !
 1993.1!                      * +             !!         .  0 .    .         !
 1993.2!                      + *             !!         .    .  0 .         !
 1993.3!                     *  +             !!         . 0  .    .         !
 1993.4!                      +*              !!         .    . 0  .         !
 1994.1!                    *  +              !!         .0   .    .         !
 1994.2!                    +   *             !!         .    .   0.         !
 1994.3!                 *      +             !!     0   .    .    .         !
 1994.4!                  +          *        !!         .    .    .       0 !
 1995.1!                         *  +         !!         . 0  .    .         !
 1995.2!                         +  *         !!         .    .  0 .         !
 1995.3!                           + *        !!         .    .  0 .         !
 1995.4!                         *  +         !!         .0   .    .         !
 1996.1!                         +*           !!         .    .0   .         !
 1996.2!                         +   *        !!         .    .    0         !
 1996.3!                        *   +         !!         0    .    .         !
 1996.4!                        +*            !!         .    .0   .         !
 1997.1!                       * +            !!         . 0  .    .         !
 1997.2!                       +              !!         .    0    .         !
 1997.3!                       +              !!         .    0    .         !
 1997.4!                       + *            !!         .    .  0 .         !
 1998.1!                      *  +            !!         . 0  .    .         !
 1998.2!                  *    +              !!        0.    .    .         !
 1998.3!                   +   *              !!         .    .   0.         !
 1998.4!                   *   +              !!         .0   .    .         !
 1999.1!                    +*                !!         .    .0   .         !
 1999.2!                     *+               !!         .   0.    .         !
 1999.3!                     +*               !!         .    .0   .         !
 1999.4!                      + *             !!         .    .0   .         !
 2000.1!                    *   +             !!         .0   .    .         !
 2000.2!                  *  +                !!         . 0  .    .         !
 2000.3!                  * +                 !!         .  0 .    .         !
 2000.4!                   +                  !!         .    0    .         !
 2001.1!                    +*                !!         .    .0   .         !
 2001.2!                    * +               !!         .  0 .    .         !
 2001.3!              *      +                !!     0   .    .    .         !
 2001.4!                +*                    !!         .    .0   .         !
 2002.1!                  +*                  !!         .    .0   .         !
 2002.2!                  * +                 !!         . 0  .    .         !
 2002.3!              *    +                  !!        0.    .    .         !
 2002.4!                + *                   !!         .    . 0  .         !
 2003.1!               *   +                  !!         0    .    .         !
 2003.2!               * +                    !!         . 0  .    .         !
 2003.3!              *  +                    !!         . 0  .    .         !
 2003.4!                *+                    !!         .    0    .         !
 2004.1!                  +*                  !!         .    0    .         !
 2004.2!               *    +                 !!         0    .    .         !
 2004.3!             *   +                    !!        0.    .    .         !
 2004.4!               + *                    !!         .    . 0  .         !
 2005.1!                *  +                  !!         . 0  .    .         !
 2005.2!                * +                   !!         . 0  .    .         !
 2005.3!               *  +                   !!         .0   .    .         !
 2005.4!                 +                    !!         .    0    .         !
 2006.1!                  +     *             !!         .    .    . 0       !
 2006.2!                        + *           !!         .    . 0  .         !
 2006.3!                *        +            !!  0      .    .    .         !
 2006.4!                  +                   !!         .    0    .         !
 2007.1!                   +     *            !!         .    .    . 0       !
 2007.2!                         +            !!         .    0    .         !
 2007.3!                 *      +             !!     0   .    .    .         !
 2007.4!                   +*                 !!         .    .0   .         !
 2008.1!             *       +                !!    0    .    .    .         !
 2008.2!             * +                      !!         . 0  .    .         !
 2008.3!               + *                    !!         .    . 0  .         !
 2008.4!                   +*                 !!         .    .0   .         !
 2009.1!                  *  +                !!         . 0  .    .         !
 2009.2!                   +                  !!         .   0.    .         !
 2009.3!                    +      *          !!         .    .    .  0      !
 2009.4!                          + *         !!         .    . 0  .         !
 2010.1!                       *   +          !!         .0   .    .         !
 2010.2!                        +             !!         .    0    .         !
 2010.3!                        +  *          !!         .    .  0 .         !
 2010.4!                          +   *       !!         .    .   0.         !
 2011.1!                            *+        !!         .   0.    .         !
 2011.2!                           +   *      !!         .    .    0         !
 2011.3!                              +*      !!         .    . 0  .         !
 2011.4!                              +     * !!         .    .    . 0       !
 2012.1!                                 +    !!         .    0    .         !
 2012.2!                               +*     !!         .    . 0  .         !
 2012.3!                              +  *    !!         .    .  0 .         !
 2012.4!                               +      *!         .    .    .  0      !


     26.54 percent of the residuals exceed 1 SE
      6.17 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKJA=HKPX$/JAPMM;                                                      
 GENR LAAHKJA=LOG(AAHKJA+.00001);                                             
 GENR LAHKJA=LOG(AHKJA+.00001);                                               
 LHS AAHKJA=EXP(LAAHKJA)-.00001;                                              
  EQ  161 LAAHKJA C LAHKJA(-1) PHKJA;                                         
EQUATION 406  LAAHKJA  
   RHS     C  LAHKJA(-1)  PHKJA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  406 PLOT=0;END;                                                     

Equation number =  406
**********************

Dependent variable = LAAHKJA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.084403462

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.228637260       0.082538424  -2.77007     1.000000
11627 LAHKJA  ( -1)       0.916861779       0.027157121  33.76138    -4.094460
11625 PHKJA   (  0)      -0.050996724       0.024556518  -2.07671     1.994495

SE of equation            =     0.165744687
Sum of squared residuals  =  5.08219075       0.922195653E-11
Average absolute error    =     0.082712985
Sum of ABS residuals      =  15.5500412    
R squared                 =   0.93781
Durbin-Watson statistic   =   2.14170
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!   *  +                               !!            0 . .            !
 1966.2!   *+                                 !!            . 0 .            !
 1966.3!    +*                                !!            . .0.            !
 1966.4!    * +                               !!            .0. .            !
 1967.1!     +                   *            !!            . . .            0
 1967.2!                         +            !!            . 0 .            !
 1967.3!                        +             !!            . 0 .            !
 1967.4!                        +  *          !!            . . .0           !
 1968.1!                       *  +           !!            0 . .            !
 1968.2!                       +  *           !!            . . 0            !
 1968.3!                          +  *        !!            . . 0            !
 1968.4!                            +*        !!            . .0.            !
 1969.1!                           *+         !!            .0. .            !
 1969.2!                          + *         !!            . .0.            !
 1969.3!                           + *        !!            . .0.            !
 1969.4!                            +   *     !!            . . .0           !
 1970.1!                             * +      !!            .0. .            !
 1970.2!                            + *       !!            . .0.            !
 1970.3!                             + *      !!            . . 0            !
 1970.4!                              +*      !!            . .0.            !
 1971.1!                               +      !!            . .0.            !
 1971.2!                               + *    !!            . . 0            !
 1971.3!                                +     !!            . 0 .            !
 1971.4!                               +      !!            .0. .            !
 1972.1!                              +       !!            . .0.            !
 1972.2!                              +       !!            . 0 .            !
 1972.3!                             +*       !!            . .0.            !
 1972.4!                             +        !!            . 0 .            !
 1973.1!           *                +         !! 0          . . .            !
 1973.2!           *+                         !!            . 0 .            !
 1973.3!            +                         !!            . 0 .            !
 1973.4!     *      +                         !!         0  . . .            !
 1974.1!     + *                              !!            . . 0            !
 1974.2! *     +                              !!         0  . . .            !
 1974.3! +                                    !!            . 0 .            !
 1974.4* +                                    !!            0 . .            !
 1975.1! +         *                          !!            . . .    0       !
 1975.2!          * +                         !!            0 . .            !
 1975.3!          *+                          !!            .0. .            !
 1975.4!          *+                          !!            . 0 .            !
 1976.1!           +   *                      !!            . . .0           !
 1976.2!             * +                      !!            0 . .            !
 1976.3!          *  +                        !!           0. . .            !
 1976.4!          +*                          !!            . 0 .            !
 1977.1!           +*                         !!            . 0 .            !
 1977.2!           *+                         !!            .0. .            !
 1977.3!        *   +                         !!           0. . .            !
 1977.4!         + *                          !!            . . 0            !
 1978.1!            +*                        !!            . .0.            !
 1978.2!             + *                      !!            . .0.            !
 1978.3!                +                     !!            . 0 .            !
 1978.4!                + *                   !!            . .0.            !
 1979.1!                  +                   !!            . 0 .            !
 1979.2!                   +                  !!            . 0 .            !
 1979.3!                *   +                 !!           0. . .            !
 1979.4!                *+                    !!            .0. .            !
 1980.1!              *  +                    !!            0 . .            !
 1980.2!              * +                     !!            .0. .            !
 1980.3!             * +                      !!            .0. .            !
 1980.4!              + *                     !!            . .0.            !
 1981.1!             *   +                    !!           0. . .            !
 1981.2!             *+                       !!            .0. .            !
 1981.3!             *+                       !!            .0. .            !
 1981.4!             *+                       !!            . 0 .            !
 1982.1!           *  +                       !!            0 . .            !
 1982.2!            +*                        !!            . 0 .            !
 1982.3!             *+                       !!            .0. .            !
 1982.4!             *+                       !!            .0. .            !
 1983.1!             *+                       !!            .0. .            !
 1983.2!              +*                      !!            . .0.            !
 1983.3!               *+                     !!            .0. .            !
 1983.4!                +                     !!            . 0 .            !
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 1985.2!                 * +                  !!            .0. .            !
 1985.3!                 *+                   !!            . 0 .            !
 1985.4!                  +                   !!            . 0 .            !
 1986.1!                *  +                  !!           0. . .            !
 1986.2!                 +                    !!            . .0.            !
 1986.3!                  +*                  !!            . .0.            !
 1986.4!                    +   *             !!            . . .0           !
 1987.1!                       * +            !!            .0. .            !
 1987.2!                        +*            !!            . .0.            !
 1987.3!                         +            !!            . 0 .            !
 1987.4!                         +            !!            .0. .            !
 1988.1!                         +*           !!            . 0 .            !
 1988.2!                          + *         !!            . .0.            !
 1988.3!                            +*        !!            . 0 .            !
 1988.4!                             +        !!            . 0 .            !
 1989.1!                             +*       !!            . 0 .            !
 1989.2!                             *+       !!            . 0 .            !
 1989.3!                             +        !!            . 0 .            !
 1989.4!                           * +        !!            .0. .            !
 1990.1!                           *+         !!            . 0 .            !
 1990.2!                           *+         !!            .0. .            !
 1990.3!                           +*         !!            . .0.            !
 1990.4!                            *+        !!            .0. .            !
 1991.1!                            +         !!            . 0 .            !
 1991.2!                            +*        !!            . .0.            !
 1991.3!                            *+        !!            .0. .            !
 1991.4!                             +*       !!            . .0.            !
 1992.1!                              +       !!            . .0.            !
 1992.2!                              +*      !!            . .0.            !
 1992.3!                               +      !!            . 0 .            !
 1992.4!                               +      !!            . 0 .            !
 1993.1!                               +*     !!            . .0.            !
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 1993.3!                               +*     !!            . 0 .            !
 1993.4!                                +     !!            . 0 .            !
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 1994.2!                                +*    !!            . .0.            !
 1994.3!                                 +    !!            . 0 .            !
 1994.4!                                 +    !!            . 0 .            !
 1995.1!                                 +*   !!            . .0.            !
 1995.2!                                  +   !!            . 0 .            !
 1995.3!                                  +*  !!            . .0.            !
 1995.4!                                  +*  !!            . 0 .            !
 1996.1!                                   +* !!            . .0.            !
 1996.2!                                    + !!            . 0 .            !
 1996.3!                                   *+ !!            . 0 .            !
 1996.4!                                   +  !!            . 0 .            !
 1997.1!                                  +*  !!            . .0.            !
 1997.2!                                   +  !!            . 0 .            !
 1997.3!                                  *+  !!            .0. .            !
 1997.4!                                  +   !!            . 0 .            !
 1998.1!                                 *+   !!            . 0 .            !
 1998.2!                                 +*   !!            . .0.            !
 1998.3!                                * +   !!            .0. .            !
 1998.4!                                +     !!            . 0 .            !
 1999.1!                                +*    !!            . .0.            !
 1999.2!                                 +*   !!            . .0.            !
 1999.3!                                 *+   !!            .0. .            !
 1999.4!                                 +    !!            . 0 .            !
 2000.1!                                 +*   !!            . .0.            !
 2000.2!                                  +   !!            . 0 .            !
 2000.3!                                  +   !!            . 0 .            !
 2000.4!                                  +   !!            . 0 .            !
 2001.1!                                  +*  !!            . .0.            !
 2001.2!                                   +  !!            . 0 .            !
 2001.3!                                   +  !!            . 0 .            !
 2001.4!                                  *+  !!            . 0 .            !
 2002.1!                                  +*  !!            . .0.            !
 2002.2!                                   +  !!            . 0 .            !
 2002.3!                                   +  !!            . 0 .            !
 2002.4!                                   +* !!            . .0.            !
 2003.1!                                   +* !!            . .0.            !
 2003.2!                                    + !!            . 0 .            !
 2003.3!                                    + !!            . 0 .            !
 2003.4!                                    + !!            . 0 .            !
 2004.1!                                    + !!            . 0 .            !
 2004.2!                                    +*!!            . .0.            !
 2004.3!                                    *+!!            .0. .            !
 2004.4!                                    +*!!            . .0.            !
 2005.1!                                     +*!            . .0.            !
 2005.2!                                     +*!            . .0.            !
 2005.3!                                     *+!            . 0 .            !
 2005.4!                                     +!!            . 0 .            !
 2006.1!                                     +!!            . 0 .            !
 2006.2!                                     +!!            . 0 .            !
 2006.3!                                     +!!            .0. .            !
 2006.4!                                    + !!            . 0 .            !
 2007.1!                                    +*!!            . 0 .            !
 2007.2!                                     +!!            . 0 .            !
 2007.3!                                    *+!!            .0. .            !
 2007.4!                                    + !!            . 0 .            !
 2008.1!                                    + !!            . 0 .            !
 2008.2!                                    + !!            . 0 .            !
 2008.3!                                  * + !!            .0. .            !
 2008.4!                                  +   !!            . 0 .            !
 2009.1!                                  + * !!            . .0.            !
 2009.2!                                    +*!!            . .0.            !
 2009.3!                                    + !!            .0. .            !
 2009.4!                                    + !!            . .0.            !
 2010.1!                                    + !!            . 0 .            !
 2010.2!                                    + !!            . 0 .            !
 2010.3!                                   *+ !!            .0. .            !
 2010.4!                                   +  !!            . 0 .            !
 2011.1!                                   +  !!            .0. .            !
 2011.2!                                  *+  !!            .0. .            !
 2011.3!                                  +   !!            .0. .            !
 2011.4!                                  +   !!            . 0 .            !
 2012.1!                                  +   !!            . 0 .            !
 2012.2!                                  +   !!            . 0 .            !
 2012.3!                                  +   !!            . 0 .            !
 2012.4!                                  +   !!            . 0 .            !


     10.64 percent of the residuals exceed 1 SE
      2.66 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIJA=SIPX$/JAPMM;                                                      
 GENR LAASIJA=LOG(AASIJA+.00001);                                             
 GENR LASIJA=LOG(ASIJA+.00001);                                               
 LHS AASIJA=EXP(LAASIJA)-.00001;                                              
  EQ  162 LAASIJA C LASIJA(-1) PSIJA;                                         
EQUATION 407  LAASIJA  
   RHS     C  LASIJA(-1)  PSIJA  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST  407 PLOT=0;END;                                                     

Equation number =  407
**********************

Dependent variable = LAASIJA 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -4.179503832

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.368180971       0.115969787  -3.17480     1.000000
11630 LASIJA  ( -1)       0.873962145       0.038824557  22.51055    -4.190041
11628 PSIJA   (  0)      -0.075733193       0.036650879  -2.06634     1.972531

SE of equation            =     0.192905328
Sum of squared residuals  =  6.51218149       0.188391525E-10
Average absolute error    =     0.104541369
Sum of ABS residuals      =  18.6083637    
R squared                 =   0.89663
Durbin-Watson statistic   =   2.13618
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3*  +                                   !!            0 . .            !
 1968.4* +                                    !!            .0. .            !
 1969.1!  +                                   !!            . 0 .            !
 1969.2! *  +                                 !!            .0. .            !
 1969.3!*   +                                 !!            0 . .            !
 1969.4!*  +                                  !!            .0. .            !
 1970.1! * +                                  !!            .0. .            !
 1970.2! *  +                                 !!            0 . .            !
 1970.3!*   +                                 !!            0 . .            !
 1970.4! * +                                  !!            0 . .            !
 1971.1!  *+                                  !!            .0. .            !
 1971.2!  * +                                 !!            .0. .            !
 1971.3!  * +                                 !!            .0. .            !
 1971.4! *   +                                !!            0 . .            !
 1972.1!   +                       *          !!            . . .         0  !
 1972.2!                           +          !!            . 0 .            !
 1972.3!                          +     *     !!            . . .0           !
 1972.4!                               + *    !!            . .0.            !
 1973.1!    *                           +     !0            . . .            !
 1973.2!     *+                               !!            . 0 .            !
 1973.3!*       +                             !!          0 . . .            !
 1973.4!   + *                                !!            . .0.            !
 1974.1!      +          *                    !!            . . .   0        !
 1974.2!                 *+                   !!            . 0 .            !
 1974.3!          *      +                    !!          0 . . .            !
 1974.4!        *  +                          !!            0 . .            !
 1975.1!   *     +                            !!           0. . .            !
 1975.2!    +                                 !!            . 0 .            !
 1975.3!     +  *                             !!            . .0.            !
 1975.4!         +*                           !!            . .0.            !
 1976.1!        * +                           !!            .0. .            !
 1976.2!        +                             !!            . 0 .            !
 1976.3!        + *                           !!            . .0.            !
 1976.4!         *+                           !!            .0. .            !
 1977.1!         +                            !!            . 0 .            !
 1977.2!         +                            !!            . 0 .            !
 1977.3!         +  *                         !!            . . 0            !
 1977.4!            +*                        !!            . .0.            !
 1978.1!            *+                        !!            . 0 .            !
 1978.2!            +                         !!            . 0 .            !
 1978.3!             +  *                     !!            . .0.            !
 1978.4!            *   +                     !!            0 . .            !
 1979.1!            +                         !!            . 0 .            !
 1979.2!             +*                       !!            . .0.            !
 1979.3!               +  *                   !!            . .0.            !
 1979.4!                  +*                  !!            . .0.            !
 1980.1!                *  +                  !!            .0. .            !
 1980.2!                +*                    !!            . 0 .            !
 1980.3!             *  +                     !!            0 . .            !
 1980.4!             +*                       !!            . 0 .            !
 1981.1!            * +                       !!            .0. .            !
 1981.2!            +*                        !!            . .0.            !
 1981.3!             +     *                  !!            . . .0           !
 1981.4!                 *+                   !!            .0. .            !
 1982.1!               *+                     !!            . 0 .            !
 1982.2!              +     *                 !!            . . .0           !
 1982.3!                   + *                !!            . .0.            !
 1982.4!                 *  +                 !!            .0. .            !
 1983.1!                +*                    !!            . 0 .            !
 1983.2!                +                     !!            . 0 .            !
 1983.3!                +  *                  !!            . . 0            !
 1983.4!                *  +                  !!            .0. .            !
 1984.1!                +      *              !!            . . . 0          !
 1984.2!                  *   +               !!           0. . .            !
 1984.3!                  +                   !!            . 0 .            !
 1984.4!                  +                   !!            . 0 .            !
 1985.1!                  + *                 !!            . .0.            !
 1985.2!                   +                  !!            . 0 .            !
 1985.3!                   + *                !!            . .0.            !
 1985.4!                     +                !!            . 0 .            !
 1986.1!              *      +                !!          0 . . .            !
 1986.2!               +  *                   !!            . .0.            !
 1986.3!                   +*                 !!            . .0.            !
 1986.4!                     +                !!            . 0 .            !
 1987.1!                    * +               !!            .0. .            !
 1987.2!                    +*                !!            . 0 .            !
 1987.3!                      + *             !!            . .0.            !
 1987.4!                       *+             !!            .0. .            !
 1988.1!                      *+              !!            .0. .            !
 1988.2!                      + *             !!            . .0.            !
 1988.3!                        +             !!            . 0 .            !
 1988.4!                        *+            !!            . 0 .            !
 1989.1!                        +             !!            . 0 .            !
 1989.2!                        +*            !!            . 0 .            !
 1989.3!                       * +            !!            .0. .            !
 1989.4!                       +              !!            . 0 .            !
 1990.1!                       *+             !!            . 0 .            !
 1990.2!                      *+              !!            .0. .            !
 1990.3!                      +  *            !!            . . 0            !
 1990.4!                         +            !!            . 0 .            !
 1991.1!                       * +            !!            .0. .            !
 1991.2!                       +   *          !!            . . 0            !
 1991.3!                           +*         !!            . .0.            !
 1991.4!                          *+          !!            .0. .            !
 1992.1!                        * +           !!            .0. .            !
 1992.2!                       * +            !!            .0. .            !
 1992.3!                       +*             !!            . 0 .            !
 1992.4!                        +  *          !!            . . 0            !
 1993.1!                          *+          !!            . 0 .            !
 1993.2!                          +*          !!            . 0 .            !
 1993.3!                           +          !!            . 0 .            !
 1993.4!                          *+          !!            .0. .            !
 1994.1!                          +*          !!            . .0.            !
 1994.2!                           + *        !!            . .0.            !
 1994.3!                            *+        !!            . 0 .            !
 1994.4!                           *+         !!            .0. .            !
 1995.1!                           + *        !!            . .0.            !
 1995.2!                             +*       !!            . .0.            !
 1995.3!                              + *     !!            . .0.            !
 1995.4!                               + *    !!            . .0.            !
 1996.1!                                +     !!            . 0 .            !
 1996.2!                               +  *   !!            . .0.            !
 1996.3!                              *  +    !!            .0. .            !
 1996.4!                              + *     !!            . .0.            !
 1997.1!                             *  +     !!            .0. .            !
 1997.2!                             +*       !!            . .0.            !
 1997.3!                              +       !!            . 0 .            !
 1997.4!                              +       !!            . 0 .            !
 1998.1!                              +       !!            . 0 .            !
 1998.2!                              +*      !!            . .0.            !
 1998.3!                              *+      !!            . 0 .            !
 1998.4!                              +*      !!            . 0 .            !
 1999.1!                              +*      !!            . 0 .            !
 1999.2!                               +   *  !!            . . 0            !
 1999.3!                               *  +   !!            .0. .            !
 1999.4!                               +  *   !!            . . 0            !
 2000.1!                                 +    !!            . 0 .            !
 2000.2!                                +*    !!            . .0.            !
 2000.3!                                 +    !!            . 0 .            !
 2000.4!                                 + *  !!            . .0.            !
 2001.1!                                  +   !!            . 0 .            !
 2001.2!                                  +*  !!            . 0 .            !
 2001.3!                                * +   !!            .0. .            !
 2001.4!                               +*     !!            . 0 .            !
 2002.1!                                + *   !!            . .0.            !
 2002.2!                                  +*  !!            . 0 .            !
 2002.3!                                 *+   !!            .0. .            !
 2002.4!                                 +    !!            . 0 .            !
 2003.1!                                 +    !!            . 0 .            !
 2003.2!                                 +    !!            . 0 .            !
 2003.3!                                 +*   !!            . 0 .            !
 2003.4!                                 +  * !!            . .0.            !
 2004.1!                                  * + !!            .0. .            !
 2004.2!                                  +   !!            . 0 .            !
 2004.3!                                  + * !!            . .0.            !
 2004.4!                                   +* !!            . 0 .            !
 2005.1!                                    + !!            . 0 .            !
 2005.2!                                  * + !!            .0. .            !
 2005.3!                                  +*  !!            . .0.            !
 2005.4!                                   +* !!            . 0 .            !
 2006.1!                                   +* !!            . 0 .            !
 2006.2!                                    + !!            . 0 .            !
 2006.3!                                    + !!            . 0 .            !
 2006.4!                                    +*!!            . 0 .            !
 2007.1!                                   *+ !!            .0. .            !
 2007.2!                                  + * !!            . .0.            !
 2007.3!                                   *+ !!            . 0 .            !
 2007.4!                                   +* !!            . 0 .            !
 2008.1!                                   + *!!            . .0.            !
 2008.2!                                    +*!!            . .0.            !
 2008.3!                                  *  +!!            0 . .            !
 2008.4!                                  +   !!            . 0 .            !
 2009.1!                                  +   !!            . 0 .            !
 2009.2!                                  + * !!            . .0.            !
 2009.3!                                    + !!            . 0 .            !
 2009.4!                                   +* !!            . 0 .            !
 2010.1!                                    + !!            . 0 .            !
 2010.2!                                    + *!            . .0.            !
 2010.3!                                     *+!            . 0 .            !
 2010.4!                                    +*!!            . 0 .            !
 2011.1!                                  *  +!!            .0. .            !
 2011.2!                                  +*  !!            . .0.            !
 2011.3!                                   +  !!            . 0 .            !
 2011.4!                                   + *!!            . .0.            !
 2012.1!                                   *+ !!            .0. .            !
 2012.2!                                   + *!!            . .0.            !
 2012.3!                                   * +!!            .0. .            !
 2012.4!                                   +  !!            . 0 .            !


      8.43 percent of the residuals exceed 1 SE
      2.25 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PVIJA=VIPX$/JAPMM;                                                      
 GENR LAAVIJA=LOG(AAVIJA+.00001);                                             
 GENR LAVIJA=LOG(AVIJA+.00001);                                               
 LHS AAVIJA=EXP(LAAVIJA)-.00001;                                              
  EQ  163 LAAVIJA C LAVIJA(-1) PVIJA;                                         
EQUATION 408  LAAVIJA  
   RHS     C  LAVIJA(-1)  PVIJA  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  408 PLOT=0;END;                                                     

Equation number =  408
**********************

Dependent variable = LAAVIJA 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.636475821

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.344729964       0.127164830   2.71089     1.000000
11633 LAVIJA  ( -1)       0.899522857       0.025593716  35.14624    -5.668124
11631 PVIJA   (  0)      -0.625315841       0.166300506  -3.76016     1.411444

SE of equation            =     0.173846996
Sum of squared residuals  =  3.71740169       0.347859519E-10
Average absolute error    =     0.121321285
Sum of ABS residuals      =  15.2864819    
R squared                 =   0.98221
Durbin-Watson statistic   =   2.79179
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!   *+                                 !!          . 0 .   .          !
 1981.4! * +                                  !!        0 .   .   .          !
 1982.1!+                                     !!          .  0.   .          !
 1982.2!+   *                                 !!          .   .   .       0  !
 1982.3! *  +                                 !!     0    .   .   .          !
 1982.4! +   *                                !!          .   .   .    0     !
 1983.1!   *+                                 !!          0   .   .          !
 1983.2!   + *                                !!          .   .   .0         !
 1983.3*     +                                !0          .   .   .          !
 1983.4!+    *                                !!          .   .   .       0  !
 1984.1!     +                                !!          .   0   .          !
 1984.2!     +*                               !!          .   . 0 .          !
 1984.3!    * +                               !!       0  .   .   .          !
 1984.4!    + *                               !!          .   .   0          !
 1985.1!      +*                              !!          .   . 0 .          !
 1985.2!       +                              !!          .   0   .          !
 1985.3!      * +                             !!          0   .   .          !
 1985.4!       + *                            !!          .   .  0.          !
 1986.1!         +                            !!          .  0.   .          !
 1986.2!       *+                             !!          .  0.   .          !
 1986.3!       *+                             !!          . 0 .   .          !
 1986.4!        + *                           !!          .   .   .0         !
 1987.1!           +*                         !!          .   .0  .          !
 1987.2!             +                        !!          .   .0  .          !
 1987.3!           *  +                       !!       0  .   .   .          !
 1987.4!             +*                       !!          .   . 0 .          !
 1988.1!             * +                      !!          0   .   .          !
 1988.2!            * +                       !!         0.   .   .          !
 1988.3!             *+                       !!          . 0 .   .          !
 1988.4!              +                       !!          .  0.   .          !
 1989.1!              *+                      !!          . 0 .   .          !
 1989.2!             *  +                     !!        0 .   .   .          !
 1989.3!               + *                    !!          .   .   .0         !
 1989.4!                * +                   !!        0 .   .   .          !
 1990.1!              *  +                    !!       0  .   .   .          !
 1990.2!               +                      !!          .   0   .          !
 1990.3!                +*                    !!          .   .  0.          !
 1990.4!                   +                  !!          .   0   .          !
 1991.1!                    +  *              !!          .   .   .  0       !
 1991.2!                     *+               !!          . 0 .   .          !
 1991.3!                      +*              !!          .   .  0.          !
 1991.4!                       *+             !!          .0  .   .          !
 1992.1!                      *+              !!          .0  .   .          !
 1992.2!                      +*              !!          .   . 0 .          !
 1992.3!                       + *            !!          .   .   .0         !
 1992.4!                         +            !!          .  0.   .          !
 1993.1!                        *+            !!          .  0.   .          !
 1993.2!                       *+             !!          . 0 .   .          !
 1993.3!                       + *            !!          .   .   0          !
 1993.4!                        *+            !!          . 0 .   .          !
 1994.1!                        +             !!          .   . 0 .          !
 1994.2!                        +             !!          .  0.   .          !
 1994.3!                        + *           !!          .   .   0          !
 1994.4!                         *+           !!          .  0.   .          !
 1995.1!                         *+           !!          . 0 .   .          !
 1995.2!                         +*           !!          .   .0  .          !
 1995.3!                         *+           !!          .0  .   .          !
 1995.4!                          +           !!          .   0   .          !
 1996.1!                        * +           !!        0 .   .   .          !
 1996.2!                        +             !!          .   0   .          !
 1996.3!                         + *          !!          .   .   0          !
 1996.4!                           +          !!          .  0.   .          !
 1997.1!                          *+          !!          .0  .   .          !
 1997.2!                          +*          !!          .   . 0 .          !
 1997.3!                           +          !!          .   0   .          !
 1997.4!                          +           !!          . 0 .   .          !
 1998.1!                         +*           !!          .   . 0 .          !
 1998.2!                          +           !!          .   .0  .          !
 1998.3!                          +*          !!          .   . 0 .          !
 1998.4!                          *+          !!          .0  .   .          !
 1999.1!                          +           !!          .   .0  .          !
 1999.2!                          +*          !!          .   . 0 .          !
 1999.3!                           +*         !!          .   .   0          !
 1999.4!                            +         !!          .  0.   .          !
 2000.1!                            +*        !!          .   . 0 .          !
 2000.2!                             +        !!          .   .0  .          !
 2000.3!                             +*       !!          .   . 0 .          !
 2000.4!                             *+       !!          .  0.   .          !
 2001.1!                            *+        !!          .0  .   .          !
 2001.2!                           +  *       !!          .   .   .0         !
 2001.3!                             +*       !!          .   .  0.          !
 2001.4!                             *+       !!          . 0 .   .          !
 2002.1!                            *+        !!          .  0.   .          !
 2002.2!                            +*        !!          .   .  0.          !
 2002.3!                             +        !!          .   .0  .          !
 2002.4!                             +*       !!          .   . 0 .          !
 2003.1!                              +       !!          .  0.   .          !
 2003.2!                              +       !!          .   . 0 .          !
 2003.3!                              +       !!          .   0   .          !
 2003.4!                              +       !!          .   0   .          !
 2004.1!                              +       !!          .   0   .          !
 2004.2!                              +       !!          . 0 .   .          !
 2004.3!                              +*      !!          .   .  0.          !
 2004.4!                                +     !!          .   0   .          !
 2005.1!                               *+     !!          .  0.   .          !
 2005.2!                                +     !!          .   0   .          !
 2005.3!                                +*    !!          .   . 0 .          !
 2005.4!                                *+    !!          . 0 .   .          !
 2006.1!                                +     !!          .   0   .          !
 2006.2!                                 +    !!          .   . 0 .          !
 2006.3!                                 +    !!          . 0 .   .          !
 2006.4!                                 +    !!          .  0.   .          !
 2007.1!                                 +    !!          .   0   .          !
 2007.2!                                *+    !!          .  0.   .          !
 2007.3!                                 +*   !!          .   . 0 .          !
 2007.4!                                  +*  !!          .   . 0 .          !
 2008.1!                                   +  !!          .   0   .          !
 2008.2!                                   +  !!          .  0.   .          !
 2008.3!                                   +* !!          .   .0  .          !
 2008.4!                                   *+ !!          .   0   .          !
 2009.1!                                  *+  !!          . 0 .   .          !
 2009.2!                                  +   !!          .   0   .          !
 2009.3!                                   +  !!          .   0   .          !
 2009.4!                                   +  !!          .   .0  .          !
 2010.1!                                   *+ !!          .  0.   .          !
 2010.2!                                   +  !!          . 0 .   .          !
 2010.3!                                   +  !!          .   .0  .          !
 2010.4!                                   *+ !!          . 0 .   .          !
 2011.1!                                   +  !!          .  0.   .          !
 2011.2!                                   +  !!          .   0   .          !
 2011.3!                                    +*!!          .   .  0.          !
 2011.4!                                     +!!          .   .0  .          !
 2012.1!                                      +!          .   .0  .          !
 2012.2!                                     *+!          .  0.   .          !
 2012.3!                                     +*!          .   .0  .          !
 2012.4!                                     *+!          . 0 .   .          !


     20.63 percent of the residuals exceed 1 SE
      6.35 percent of the residuals exceed 2 SE
@@EQ  164 LAANIJA C LANIJA(-1) PNIJA;SMPL 1981.3 2012.4;OLS;EST  164 PLOT=0;EN
@@EQ  165 LAAALJA C LAALJA(-1) PALJA;SMPL 2003.1 2012.4;OLS;EST  165 PLOT=0;EN
@@EQ  166 LAAIAJA C LAIAJA(-1) PIAJA;SMPL 1966.1 2012.4;OLS;EST  166 PLOT=0;EN
@@EQ  167 LAAINJA C LAINJA(-1) PINJA;SMPL 1981.3 2012.4;OLS;EST  167 PLOT=0;EN
@@EQ  168 LAAIQJA C LAIQJA(-1) PIQJA;SMPL 2004.2 2012.4;OLS;EST  168 PLOT=0;EN
@@EQ  169 LAAKUJA C LAKUJA(-1) PKUJA;SMPL 1973.3 2012.4;OLS;EST  169 PLOT=0;EN
@@EQ  170 LAALIJA C LALIJA(-1) PLIJA;SMPL 1998.4 2012.4;OLS;EST  170 PLOT=0;EN
@@EQ  171 LAAUAJA C LAUAJA(-1) PUAJA;SMPL 1981.3 2012.4;OLS;EST  171 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSAU=USPX$/AUPMM;                                                      
 GENR LAAUSAU=LOG(AAUSAU+.00001);                                             
 GENR LAUSAU=LOG(AUSAU+.00001);                                               
 LHS AAUSAU=EXP(LAAUSAU)-.00001;                                              
  EQ  172 LAAUSAU C LAUSAU(-1) PUSAU;                                         
EQUATION 409  LAAUSAU  
   RHS     C  LAUSAU(-1)  PUSAU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  409 PLOT=0;END;                                                     

Equation number =  409
**********************

Dependent variable = LAAUSAU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.859781409

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.874537316       0.185442360  -4.71595     1.000000
11636 LAUSAU  ( -1)       0.707714554       0.051299687  13.79569    -3.856491
11634 PUSAU   (  0)      -0.212363125       0.083246627  -2.55101     1.205243

SE of equation            =     0.197992291
Sum of squared residuals  =  7.25217522       0.366457975E-10
Average absolute error    =     0.149865985
Sum of ABS residuals      =  28.1748053    
R squared                 =   0.58505
Durbin-Watson statistic   =   2.41764
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!              *    +                  !!          .0  .   .          !
 1966.2!             +  *                     !!          .   . 0 .          !
 1966.3!              +*                      !!          .   .0  .          !
 1966.4!              +*                      !!          .   .0  .          !
 1967.1!          *  +                        !!          . 0 .   .          !
 1967.2!      *   +                           !!          .0  .   .          !
 1967.3!       +*                             !!          .   .0  .          !
 1967.4!       *+                             !!          .  0.   .          !
 1968.1!*      +                              !!         0.   .   .          !
 1968.2!  +      *                            !!          .   .   .0         !
 1968.3!         +*                           !!          .   .0  .          !
 1968.4!    *    +                            !!          0   .   .          !
 1969.1!*    +                                !!          0   .   .          !
 1969.2!  *+                                  !!          .   0   .          !
 1969.3!  * +                                 !!          .  0.   .          !
 1969.4!    +            *                    !!          .   .   .    0     !
 1970.1!             * +                      !!          .  0.   .          !
 1970.2!       *    +                         !!          0   .   .          !
 1970.3!        +   *                         !!          .   .  0.          !
 1970.4!       *    +                         !!          .0  .   .          !
 1971.1!        +*                            !!          .   .0  .          !
 1971.2!         + *                          !!          .   .0  .          !
 1971.3!           +           *              !!          .   .   .   0      !
 1971.4!            *       +                 !!        0 .   .   .          !
 1972.1!          * +                         !!          . 0 .   .          !
 1972.2!       *   +                          !!          .0  .   .          !
 1972.3!         +*                           !!          .   .0  .          !
 1972.4!        *  +                          !!          . 0 .   .          !
 1973.1!          +*                          !!          .   .0  .          !
 1973.2!          * +                         !!          . 0 .   .          !
 1973.3!   *        +                         !!       0  .   .   .          !
 1973.4!      +*                              !!          .   0   .          !
 1974.1!       *+                             !!          .  0.   .          !
 1974.2!          +*                          !!          .   .0  .          !
 1974.3!*          +                          !!      0   .   .   .          !
 1974.4!    +    *                            !!          .   .  0.          !
 1975.1!         *+                           !!          .  0.   .          !
 1975.2!          *+                          !!          .   0   .          !
 1975.3!      *    +                          !!          0   .   .          !
 1975.4!        +            *                !!          .   .   .    0     !
 1976.1!          *        +                  !!        0 .   .   .          !
 1976.2!        *  +                          !!          .0  .   .          !
 1976.3!      *  +                            !!          . 0 .   .          !
 1976.4!         +*                           !!          .   .0  .          !
 1977.1!        *  +                          !!          . 0 .   .          !
 1977.2!         *+                           !!          .  0.   .          !
 1977.3!           +  *                       !!          .   . 0 .          !
 1977.4!         *     +                      !!          0   .   .          !
 1978.1!           + *                        !!          .   .0  .          !
 1978.2!          *   +                       !!          .0  .   .          !
 1978.3!            + *                       !!          .   .0  .          !
 1978.4!    *          +                      !!       0  .   .   .          !
 1979.1!       *+                             !!          .   0   .          !
 1979.2!          + *                         !!          .   . 0 .          !
 1979.3!         *   +                        !!          .0  .   .          !
 1979.4!        *  +                          !!          . 0 .   .          !
 1980.1!           +*                         !!          .   .0  .          !
 1980.2!              +*                      !!          .   .0  .          !
 1980.3!              * +                     !!          .  0.   .          !
 1980.4!              +   *                   !!          .   .  0.          !
 1981.1!                 +                    !!          .   0   .          !
 1981.2!              *+                      !!          .  0.   .          !
 1981.3!            + *                       !!          .   .0  .          !
 1981.4!             + *                      !!          .   . 0 .          !
 1982.1!             +*                       !!          .   0   .          !
 1982.2!      *      +                        !!         0.   .   .          !
 1982.3!     * +                              !!          .  0.   .          !
 1982.4!      +                               !!          .   0   .          !
 1983.1!       +    *                         !!          .   .  0.          !
 1983.2!    *      +                          !!         0.   .   .          !
 1983.3!     +*                               !!          .   .0  .          !
 1983.4!  *    +                              !!          .0  .   .          !
 1984.1!*   +                                 !!          .0  .   .          !
 1984.2!  +      *                            !!          .   .   .0         !
 1984.3!  *     +                             !!          0   .   .          !
 1984.4!   +   *                              !!          .   .  0.          !
 1985.1!      +     *                         !!          .   .   .0         !
 1985.2!    *     +                           !!         0.   .   .          !
 1985.3*     +                                !!          0   .   .          !
 1985.4!  +         *                         !!          .   .   .  0       !
 1986.1!     *      +                         !!         0.   .   .          !
 1986.2!     * +                              !!          .  0.   .          !
 1986.3!        +                             !!          .   .0  .          !
 1986.4!     *    +                           !!          0   .   .          !
 1987.1!*       +                             !!         0.   .   .          !
 1987.2!     +*                               !!          .   .0  .          !
 1987.3!        *+                            !!          .  0.   .          !
 1987.4!           +     *                    !!          .   .   0          !
 1988.1!           *     +                    !!          0   .   .          !
 1988.2!             +    *                   !!          .   .  0.          !
 1988.3!        *        +                    !!        0 .   .   .          !
 1988.4!          +*                          !!          .   .0  .          !
 1989.1!       *    +                         !!          0   .   .          !
 1989.2!         +     *                      !!          .   .   0          !
 1989.3!             * +                      !!          .  0.   .          !
 1989.4!              +     *                 !!          .   .   .0         !
 1990.1!                   +                  !!          .   0   .          !
 1990.2!           *       +                  !!         0.   .   .          !
 1990.3!         *   +                        !!          .0  .   .          !
 1990.4!           *+                         !!          .  0.   .          !
 1991.1!             +       *                !!          .   .   .0         !
 1991.2!               *    +                 !!          .0  .   .          !
 1991.3!            *   +                     !!          .0  .   .          !
 1991.4!              + *                     !!          .   . 0 .          !
 1992.1!           *     +                    !!          0   .   .          !
 1992.2!             + *                      !!          .   .0  .          !
 1992.3!                +       *             !!          .   .   .0         !
 1992.4!                      +    *          !!          .   .  0.          !
 1993.1!                       *+             !!          .   0   .          !
 1993.2!                      +*              !!          .   .0  .          !
 1993.3!                     +*               !!          .   0   .          !
 1993.4!                  * +                 !!          .  0.   .          !
 1994.1!                 *+                   !!          .   0   .          !
 1994.2!                 +  *                 !!          .   . 0 .          !
 1994.3!                   +  *               !!          .   . 0 .          !
 1994.4!                     + *              !!          .   .0  .          !
 1995.1!                      +        *      !!          .   .   . 0        !
 1995.2!                           + *        !!          .   . 0 .          !
 1995.3!                          + *         !!          .   . 0 .          !
 1995.4!                         +  *         !!          .   . 0 .          !
 1996.1!                         + *          !!          .   . 0 .          !
 1996.2!                        +  *          !!          .   . 0 .          !
 1996.3!                        +   *         !!          .   . 0 .          !
 1996.4!                         +    *       !!          .   .  0.          !
 1997.1!                          +*          !!          .   .0  .          !
 1997.2!                        + *           !!          .   .0  .          !
 1997.3!                      +        *      !!          .   .   . 0        !
 1997.4!                           +*         !!          .   .0  .          !
 1998.1!                        +             *!          .   .   .     0    !
 1998.2!                          *     +     !!          0   .   .          !
 1998.3!                       +            * !!          .   .   .    0     !
 1998.4!                           *  +       !!          . 0 .   .          !
 1999.1!                       *+             !!          .  0.   .          !
 1999.2!                     +        *       !!          .   .   . 0        !
 1999.3!                         +    *       !!          .   .  0.          !
 1999.4!                         +       *    !!          .   .   .0         !
 2000.1!                           +*         !!          .   0   .          !
 2000.2!                        +       *     !!          .   .   . 0        !
 2000.3!                          +           !!          .   0   .          !
 2000.4!                      +       *       !!          .   .   . 0        !
 2001.1!                         +*           !!          .   0   .          !
 2001.2!                      +          *    !!          .   .   .   0      !
 2001.3!                         * +          !!          .  0.   .          !
 2001.4!                      +         *     !!          .   .   .  0       !
 2002.1!                          +       *   !!          .   .   .0         !
 2002.2!                            +*        !!          .   0   .          !
 2002.3!                 *       +            !!         0.   .   .          !
 2002.4!                 +       *            !!          .   .   . 0        !
 2003.1!              *        +              !!        0 .   .   .          !
 2003.2!               +  *                   !!          .   . 0 .          !
 2003.3!                  +  *                !!          .   . 0 .          !
 2003.4!            *       +                 !!         0.   .   .          !
 2004.1!             *+                       !!          .  0.   .          !
 2004.2!              +*                      !!          .   0   .          !
 2004.3!                +*                    !!          .   .0  .          !
 2004.4!               *  +                   !!          . 0 .   .          !
 2005.1!                 + *                  !!          .   .0  .          !
 2005.2!                   +  *               !!          .   . 0 .          !
 2005.3!                     +                !!          .   0   .          !
 2005.4!                    +*                !!          .   .0  .          !
 2006.1!                    +                 !!          .   0   .          !
 2006.2!                    +*                !!          .   .0  .          !
 2006.3!                    +*                !!          .   .0  .          !
 2006.4!                   *+                 !!          .  0.   .          !
 2007.1!                   +      *           !!          .   .   .0         !
 2007.2!                *       +             !!         0.   .   .          !
 2007.3!                 +*                   !!          .   0   .          !
 2007.4!                *  +                  !!          . 0 .   .          !
 2008.1!                * +                   !!          . 0 .   .          !
 2008.2!          *      +                    !!         0.   .   .          !
 2008.3!            *+                        !!          .  0.   .          !
 2008.4!              +                       !!          .   0   .          !
 2009.1!            *   +                     !!          .0  .   .          !
 2009.2!           *  +                       !!          . 0 .   .          !
 2009.3!            * +                       !!          .  0.   .          !
 2009.4!              +                *      !!          .   .   .      0   !
 2010.1!                *          +          !!      0   .   .   .          !
 2010.2!            *    +                    !!          0   .   .          !
 2010.3!       *      +                       !!         0.   .   .          !
 2010.4!           +  *                       !!          .   . 0 .          !
 2011.1!      *        +                      !!        0 .   .   .          !
 2011.2!          +     *                     !!          .   .   0          !
 2011.3!        *        +                    !!        0 .   .   .          !
 2011.4!           +       *                  !!          .   .   . 0        !
 2012.1!         *         +                  !!       0  .   .   .          !
 2012.2!            +            *            !!          .   .   .    0     !
 2012.3!                      +      *        !!          .   .   0          !
 2012.4!    *                    +            !0          .   .   .          !


     29.79 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ   173 LAACAAU C LACAAU(-1) PCAAU;SMPL 1966.1 2012.4;OLS;EST  173 PLOT=0;EN
@EQ   174 LAAJAAU C LAJAAU(-1) PJAAU;SMPL 1966.1 2012.4;OLS;EST  174 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRAU=FRPX$/AUPMM;                                                      
 GENR LAAFRAU=LOG(AAFRAU+.00001);                                             
 GENR LAFRAU=LOG(AFRAU+.00001);                                               
 LHS AAFRAU=EXP(LAAFRAU)-.00001;                                              
  EQ  175 LAAFRAU C LAFRAU(-1) PFRAU;                                         
EQUATION 410  LAAFRAU  
   RHS     C  LAFRAU(-1)  PFRAU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  410 PLOT=0;END;                                                     

Equation number =  410
**********************

Dependent variable = LAAFRAU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.283109761

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.245204643       0.167184951  -7.44807     1.000000
11639 LAFRAU  ( -1)       0.470843164       0.064910964   7.25368    -3.283000
11637 PFRAU   (  0)      -0.400888677       0.073656023  -5.44271     1.227591

SE of equation            =     0.148713933
Sum of squared residuals  =  4.09142927       0.142152956E-10
Average absolute error    =     0.089510833
Sum of ABS residuals      =  16.8280366    
R squared                 =   0.56875
Durbin-Watson statistic   =   2.35816
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                          *+          !!            .0. .            !
 1966.2!                         + *          !!            . .0.            !
 1966.3!                          + *         !!            . .0.            !
 1966.4!                          +           !!            . 0 .            !
 1967.1!                       * +            !!            .0. .            !
 1967.2!                       +*             !!            . .0.            !
 1967.3!                       + *            !!            . .0.            !
 1967.4!                        +*            !!            . .0.            !
 1968.1!                       +  *           !!            . .0.            !
 1968.2!                        +     *       !!            . . .0           !
 1968.3*                          +           !0            . . .            !
 1968.4!           +         *                !!            . . .   0        !
 1969.1!                     *+               !!            . 0 .            !
 1969.2!                   *  +               !!            0 . .            !
 1969.3!                      +   *           !!            . . 0            !
 1969.4!                       *  +           !!            0 . .            !
 1970.1!                         +            !!            . 0 .            !
 1970.2!                     *    +           !!           0. . .            !
 1970.3!                        +  *          !!            . .0.            !
 1970.4!                          *+          !!            .0. .            !
 1971.1!                          +           !!            . 0 .            !
 1971.2!                       *   +          !!            0 . .            !
 1971.3!                          +  *        !!            . . 0            !
 1971.4!                           * +        !!            .0. .            !
 1972.1!                          * +         !!            .0. .            !
 1972.2!                          *+          !!            . 0 .            !
 1972.3!                           +  *       !!            . . 0            !
 1972.4!                             +        !!            . 0 .            !
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 1973.3!                            +*        !!            . 0 .            !
 1973.4!                            +    *    !!            . . .0           !
 1974.1!                           *  +       !!            0 . .            !
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 1979.2!                             + *      !!            . .0.            !
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 1981.2!                            +         !!            . 0 .            !
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 1981.4!                            +*        !!            . .0.            !
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 1994.3!                                +  *  !!            . .0.            !
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 1995.1!                                 +    *!            . . .0           !
 1995.2!                                  +*  !!            . 0 .            !
 1995.3!                                 + *  !!            . .0.            !
 1995.4!                                 + *  !!            . .0.            !
 1996.1!                                 +*   !!            . 0 .            !
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 1996.3!                                 + *  !!            . .0.            !
 1996.4!                                 +  * !!            . . 0            !
 1997.1!                                 +*   !!            . 0 .            !
 1997.2!                                 +   *!!            . . 0            !
 1997.3!                                  +   !!            . 0 .            !
 1997.4!                                 + *  !!            . .0.            !
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 1998.2!                                  +*  !!            . 0 .            !
 1998.3!                                 +   *!!            . . 0            !
 1998.4!                                  +   *!            . . 0            !
 1999.1!                                   +  *!            . . 0            !
 1999.2!                                   +  *!            . . 0            !
 1999.3!                                   + *!!            . .0.            !
 1999.4!                                   +  !!            . 0 .            !
 2000.1!                                  +   !!            . 0 .            !
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 2001.1!                                  +  *!!            . . 0            !
 2001.2!                                   + *!!            . .0.            !
 2001.3!                                   +* !!            . .0.            !
 2001.4!                                   +  !!            . 0 .            !
 2002.1!                                  +  *!!            . . 0            !
 2002.2!                                   +* !!            . 0 .            !
 2002.3!                                  +*  !!            . 0 .            !
 2002.4!                                  +  *!!            . . 0            !
 2003.1!                                 * +  !!            .0. .            !
 2003.2!                                 +*   !!            . .0.            !
 2003.3!                                 + *  !!            . .0.            !
 2003.4!                                  +*  !!            . .0.            !
 2004.1!                                 *+   !!            . 0 .            !
 2004.2!                                 + *  !!            . .0.            !
 2004.3!                                  +   !!            . 0 .            !
 2004.4!                                  + * !!            . .0.            !
 2005.1!                                 *+   !!            .0. .            !
 2005.2!                                *+    !!            .0. .            !
 2005.3!                                *+    !!            . 0 .            !
 2005.4!                               *+     !!            .0. .            !
 2006.1!                               *+     !!            . 0 .            !
 2006.2!                               *+     !!            .0. .            !
 2006.3!                              * +     !!            .0. .            !
 2006.4!                              * +     !!            .0. .            !
 2007.1!                              * +     !!            .0. .            !
 2007.2!                              * +     !!            .0. .            !
 2007.3!                             *  +     !!            .0. .            !
 2007.4!                             * +      !!            .0. .            !
 2008.1!                              *+      !!            .0. .            !
 2008.2!                              * +     !!            .0. .            !
 2008.3!                             * +      !!            .0. .            !
 2008.4!                             * +      !!            .0. .            !
 2009.1!                             * +      !!            .0. .            !
 2009.2!                              *+      !!            .0. .            !
 2009.3!                             * +      !!            .0. .            !
 2009.4!                              *+      !!            .0. .            !
 2010.1!                             *  +     !!            .0. .            !
 2010.2!                             * +      !!            .0. .            !
 2010.3!                             *  +     !!            .0. .            !
 2010.4!                             * +      !!            .0. .            !
 2011.1!                              * +     !!            .0. .            !
 2011.2!                              * +     !!            .0. .            !
 2011.3!                             *  +     !!            0 . .            !
 2011.4!                             * +      !!            .0. .            !
 2012.1!                              * +     !!            .0. .            !
 2012.2!                             *  +     !!            0 . .            !
 2012.3!                             * +      !!            .0. .            !
 2012.4!                             * +      !!            .0. .            !


     11.17 percent of the residuals exceed 1 SE
      1.60 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEAU=GEPX$/AUPMM;                                                      
 GENR LAAGEAU=LOG(AAGEAU+.00001);                                             
 GENR LAGEAU=LOG(AGEAU+.00001);                                               
 LHS AAGEAU=EXP(LAAGEAU)-.00001;                                              
  EQ  176 LAAGEAU C LAGEAU(-1) PGEAU;                                         
EQUATION 411  LAAGEAU  
   RHS     C  LAGEAU(-1)  PGEAU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  411 PLOT=0;END;                                                     

Equation number =  411
**********************

Dependent variable = LAAGEAU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -0.664045818

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.100657954       0.066697098   1.50918     1.000000
11642 LAGEAU  ( -1)       0.801221467       0.047356437  16.91896    -0.664139
11640 PGEAU   (  0)      -0.226068817       0.083490068  -2.70773     1.028807

SE of equation            =     0.025540857
Sum of squared residuals  = 0.120682042      -0.400787181E-10
Average absolute error    =     0.019333776
Sum of ABS residuals      =  3.63474985    
R squared                 =   0.80448
Durbin-Watson statistic   =   2.56271
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                               +   *  !!          .   .   .0         !
 1966.2!                              *  +    !!          0   .   .          !
 1966.3!                              + *     !!          .   .  0.          !
 1966.4!                               *+     !!          .  0.   .          !
 1967.1!                   *           +      !0          .   .   .          !
 1967.2!                  *+                  !!          .  0.   .          !
 1967.3!                  +  *                !!          .   .   0          !
 1967.4!                 *   +                !!         0.   .   .          !
 1968.1!                +  *                  !!          .   .  0.          !
 1968.2!                 * +                  !!          . 0 .   .          !
 1968.3!                  +     *             !!          .   .   .  0       !
 1968.4!                       +              !!          .   0   .          !
 1969.1!                      +*              !!          .   .0  .          !
 1969.2!                       +*             !!          .   0   .          !
 1969.3!                       *+             !!          .  0.   .          !
 1969.4!                 *     +              !!       0  .   .   .          !
 1970.1!                 +*                   !!          .   .0  .          !
 1970.2!                   + *                !!          .   .  0.          !
 1970.3!                     +                !!          .   0   .          !
 1970.4!                *    +                !!       0  .   .   .          !
 1971.1!                 + *                  !!          .   .  0.          !
 1971.2!                 * +                  !!          .0  .   .          !
 1971.3!               * +                    !!          .0  .   .          !
 1971.4!              * +                     !!          0   .   .          !
 1972.1!               +   *                  !!          .   .   .0         !
 1972.2!                 * +                  !!          . 0 .   .          !
 1972.3!             *    +                   !!        0 .   .   .          !
 1972.4!               +  *                   !!          .   .   0          !
 1973.1!                  +                   !!          .  0.   .          !
 1973.2!             *    +                   !!        0 .   .   .          !
 1973.3!             +  *                     !!          .   .   0          !
 1973.4!         *       +                    !!    0     .   .   .          !
 1974.1!         +       *                    !!          .   .   .     0    !
 1974.2!                +*                    !!          .   .0  .          !
 1974.3!                 +                    !!          .   0   .          !
 1974.4!             *    +                   !!        0 .   .   .          !
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 1975.2!                 +   *                !!          .   .   .0         !
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 1976.3!                   +      *           !!          .   .   .    0     !
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 1977.3!                     +   *            !!          .   .   .0         !
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 1978.3!                         +  *         !!          .   .  0.          !
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 1979.3!                       +   *          !!          .   .   .0         !
 1979.4!                         *+           !!          .  0.   .          !
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 1980.3!                               +*     !!          .   . 0 .          !
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 1981.1!                          *  +        !!         0.   .   .          !
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 1981.3!                            +*        !!          .   . 0 .          !
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 1988.3!                    +   *             !!          .   .   . 0        !
 1988.4!                       +    *         !!          .   .   . 0        !
 1989.1!                           +          !!          .   0   .          !
 1989.2!                           +          !!          .   0   .          !
 1989.3!                         *+           !!          . 0 .   .          !
 1989.4!                    *   +             !!          0   .   .          !
 1990.1!                    +      *          !!          .   .   .     0    !
 1990.2!                          +           !!          .  0.   .          !
 1990.3!                         +            !!          .   0   .          !
 1990.4!                      * +             !!          .0  .   .          !
 1991.1!                       + *            !!          .   .  0.          !
 1991.2!                         +*           !!          .   . 0 .          !
 1991.3!                          + *         !!          .   .  0.          !
 1991.4!                       *   +          !!         0.   .   .          !
 1992.1!                    *  +              !!          0   .   .          !
 1992.2!                    + *               !!          .   .  0.          !
 1992.3!                     +*               !!          .   .0  .          !
 1992.4!                *    +                !!        0 .   .   .          !
 1993.1!               *+                     !!          .  0.   .          !
 1993.2!            *   +                     !!          0   .   .          !
 1993.3!         *    +                       !!        0 .   .   .          !
 1993.4!           +                          !!          .   0   .          !
 1994.1!           *+                         !!          . 0 .   .          !
 1994.2!            +       *                 !!          .   .   .     0    !
 1994.3!           *       +                  !!   0      .   .   .          !
 1994.4!           *+                         !!          . 0 .   .          !
 1995.1!     *     +                          !!      0   .   .   .          !
 1995.2!      +                               !!          .  0.   .          !
 1995.3!    *   +                             !!         0.   .   .          !
 1995.4*      +                               !!     0    .   .   .          !
 1996.1!  +         *                         !!          .   .   .        0 !
 1996.2!            *+                        !!          . 0 .   .          !
 1996.3!             +                        !!          .   .0  .          !
 1996.4!              +*                      !!          .   .0  .          !
 1997.1!               *+                     !!          .  0.   .          !
 1997.2!           *    +                     !!        0 .   .   .          !
 1997.3!             +*                       !!          .   .0  .          !
 1997.4!            *  +                      !!          0   .   .          !
 1998.1!              +  *                    !!          .   .   0          !
 1998.2!                  +*                  !!          .   .0  .          !
 1998.3!           *       +                  !!   0      .   .   .          !
 1998.4!             +*                       !!          .   .0  .          !
 1999.1!              *+                      !!          .  0.   .          !
 1999.2!                + *                   !!          .   . 0 .          !
 1999.3!                  *+                  !!          . 0 .   .          !
 1999.4!             *      +                 !!     0    .   .   .          !
 2000.1!                +      *              !!          .   .   .    0     !
 2000.2!                      * +             !!          .0  .   .          !
 2000.3!                     *  +             !!          .0  .   .          !
 2000.4!                    *  +              !!          0   .   .          !
 2001.1!                    * +               !!          . 0 .   .          !
 2001.2!                  *   +               !!         0.   .   .          !
 2001.3!                     +    *           !!          .   .   .  0       !
 2001.4!                   *       +          !!    0     .   .   .          !
 2002.1!                    *+                !!          .  0.   .          !
 2002.2!                      +               !!          .   0   .          !
 2002.3!                      *+              !!          .  0.   .          !
 2002.4!                     * +              !!          . 0 .   .          !
 2003.1!                  *   +               !!        0 .   .   .          !
 2003.2!                   +  *               !!          .   .   0          !
 2003.3!                      + *             !!          .   .  0.          !
 2003.4!                      * +             !!          .0  .   .          !
 2004.1!                      + *             !!          .   .  0.          !
 2004.2!                        +*            !!          .   .0  .          !
 2004.3!                        *+            !!          .  0.   .          !
 2004.4!                       *+             !!          .  0.   .          !
 2005.1!                        + *           !!          .   .   0          !
 2005.2!                         *+           !!          .  0.   .          !
 2005.3!                         *+           !!          .  0.   .          !
 2005.4!                         +            !!          .  0.   .          !
 2006.1!                         +  *         !!          .   .   0          !
 2006.2!                          * +         !!          .0  .   .          !
 2006.3!                          +*          !!          .   .0  .          !
 2006.4!                          *+          !!          .   0   .          !
 2007.1!                           +*         !!          .   .  0.          !
 2007.2!                            +  *      !!          .   .   0          !
 2007.3!                             *+       !!          .  0.   .          !
 2007.4!                            *+        !!          .  0.   .          !
 2008.1!                            +     *   !!          .   .   .   0      !
 2008.2!                                + *   !!          .   . 0 .          !
 2008.3!                                + *   !!          .   . 0 .          !
 2008.4!                                *+    !!          .  0.   .          !
 2009.1!                               +      *!          .   .   .    0     !
 2009.2!                                   *+ !!          .  0.   .          !
 2009.3!                                  + * !!          .   .  0.          !
 2009.4!                               *  +   !!          .0  .   .          !
 2010.1!                               +     *!!          .   .   .   0      !
 2010.2!                                  * + !!          . 0 .   .          !
 2010.3!                                  +   !!          .   .0  .          !
 2010.4!                                *+    !!          . 0 .   .          !
 2011.1!                               +   *  !!          .   .   .0         !
 2011.2!                                 *+   !!          . 0 .   .          !
 2011.3!                                +  *  !!          .   .   0          !
 2011.4!                               *  +   !!          .0  .   .          !
 2012.1!                               +    * !!          .   .   .  0       !
 2012.2!                                 * +  !!          . 0 .   .          !
 2012.3!                                 +    !!          .   0   .          !
 2012.4!                                + *   !!          .   . 0 .          !


     26.06 percent of the residuals exceed 1 SE
      7.45 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITAU=ITPX$/AUPMM;                                                      
 GENR LAAITAU=LOG(AAITAU+.00001);                                             
 GENR LAITAU=LOG(AITAU+.00001);                                               
 LHS AAITAU=EXP(LAAITAU)-.00001;                                              
  EQ  177 LAAITAU C LAITAU(-1) PITAU;                                         
EQUATION 412  LAAITAU  
   RHS     C  LAITAU(-1)  PITAU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  412 PLOT=0;END;                                                     

Equation number =  412
**********************

Dependent variable = LAAITAU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.266477224

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.235144672       0.062977368  -3.73380     1.000000
11645 LAITAU  ( -1)       0.742431150       0.042639000  17.41202    -2.265552
11643 PITAU   (  0)      -0.388013795       0.070960063  -5.46806     0.900267

SE of equation            =     0.059462994
Sum of squared residuals  = 0.654131822      -0.329247740E-11
Average absolute error    =     0.043829433
Sum of ABS residuals      =  8.23993345    
R squared                 =   0.86279
Durbin-Watson statistic   =   2.52979
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!               + *                    !!          .   . 0 .          !
 1966.2!                 + *                  !!          .   . 0 .          !
 1966.3!               *   +                  !!          0   .   .          !
 1966.4!               *+                     !!          .  0.   .          !
 1967.1!                + *                   !!          .   .  0.          !
 1967.2!               * +                    !!          . 0 .   .          !
 1967.3!               +   *                  !!          .   .   .0         !
 1967.4!       *         +                    !!0         .   .   .          !
 1968.1!        +  *                          !!          .   .   0          !
 1968.2!           +*                         !!          .   0   .          !
 1968.3!     *      +                         !!     0    .   .   .          !
 1968.4!       +*                             !!          .   .0  .          !
 1969.1!          +   *                       !!          .   .   . 0        !
 1969.2!          *    +                      !!        0 .   .   .          !
 1969.3!       *   +                          !!         0.   .   .          !
 1969.4!    *     +                           !!       0  .   .   .          !
 1970.1!       *+                             !!          .  0.   .          !
 1970.2!      *   +                           !!        0 .   .   .          !
 1970.3!         + *                          !!          .   . 0 .          !
 1970.4!             +                        !!          .  0.   .          !
 1971.1!         *    +                       !!        0 .   .   .          !
 1971.2!       *    +                         !!        0 .   .   .          !
 1971.3!           +                          !!          .   .0  .          !
 1971.4!              +                       !!          .   0   .          !
 1972.1!             *  +                     !!         0.   .   .          !
 1972.2!             * +                      !!          .0  .   .          !
 1972.3!               +  *                   !!          .   .  0.          !
 1972.4!                  *+                  !!          .  0.   .          !
 1973.1!         *         +                  !! 0        .   .   .          !
 1973.2!              +    *                  !!          .   .   .  0       !
 1973.3!                     +                !!          .   0   .          !
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 1975.3!                   +    *             !!          .   .   .  0       !
 1975.4!                        +*            !!          .   .0  .          !
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 1976.3!                      *   +           !!         0.   .   .          !
 1976.4!                       + *            !!          .   . 0 .          !
 1977.1!                         +            !!          .   0   .          !
 1977.2!                          +  *        !!          .   .   0          !
 1977.3!                        *   +         !!         0.   .   .          !
 1977.4!                         +  *         !!          .   .   0          !
 1978.1!                          * +         !!          .0  .   .          !
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 1978.3!                         * +          !!          . 0 .   .          !
 1978.4!                          +           *!          .   .   .          0
 1979.1!                                *  +  !!          0   .   .          !
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 1980.3!                            +         !!          .  0.   .          !
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 1990.3!                  *  +                !!          0   .   .          !
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 1991.3!                   *+                 !!          .  0.   .          !
 1991.4!                  *+                  !!          . 0 .   .          !
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 1992.3!                  +*                  !!          .   . 0 .          !
 1992.4!                 *  +                 !!          0   .   .          !
 1993.1!                   + *                !!          .   . 0 .          !
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 1995.3!                          * +         !!          . 0 .   .          !
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 1997.4!                    *+                !!          .  0.   .          !
 1998.1!                 * +                  !!          . 0 .   .          !
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 1998.3!                  +                   !!          .   0   .          !
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 1999.3!              * +                     !!          . 0 .   .          !
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 2000.1!           *    +                     !!        0 .   .   .          !
 2000.2!             + *                      !!          .   . 0 .          !
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 2000.4!               *+                     !!          . 0 .   .          !
 2001.1!              *+                      !!          . 0 .   .          !
 2001.2!             *+                       !!          .  0.   .          !
 2001.3!             *+                       !!          .   0   .          !
 2001.4!           *  +                       !!          .0  .   .          !
 2002.1!          * +                         !!          . 0 .   .          !
 2002.2!           +                          !!          .   0   .          !
 2002.3!           +  *                       !!          .   .  0.          !
 2002.4!            *+                        !!          . 0 .   .          !
 2003.1!            + *                       !!          .   .  0.          !
 2003.2!            *+                        !!          .  0.   .          !
 2003.3!           *+                         !!          . 0 .   .          !
 2003.4!           +  *                       !!          .   .   0          !
 2004.1!             + *                      !!          .   .  0.          !
 2004.2!              +                       !!          .   0   .          !
 2004.3!            *+                        !!          .   0   .          !
 2004.4!         *  +                         !!          .0  .   .          !
 2005.1!         +   *                        !!          .   .   .0         !
 2005.2!           *+                         !!          .  0.   .          !
 2005.3!          +                           !!          .  0.   .          !
 2005.4!        *+                            !!          . 0 .   .          !
 2006.1!        +*                            !!          .   . 0 .          !
 2006.2!       * +                            !!          . 0 .   .          !
 2006.3!       +*                             !!          .   . 0 .          !
 2006.4!      *+                              !!          .  0.   .          !
 2007.1!     + *                              !!          .   . 0 .          !
 2007.2!      +*                              !!          .   .0  .          !
 2007.3!      +*                              !!          .   . 0 .          !
 2007.4!     *+                               !!          .  0.   .          !
 2008.1!*   +                                 !!         0.   .   .          !
 2008.2!+   *                                 !!          .   .   .0         !
 2008.3!   + *                                !!          .   . 0 .          !
 2008.4!  * +                                 !!          . 0 .   .          !
 2009.1! +  *                                 !!          .   .  0.          !
 2009.2!  *+                                  !!          .  0.   .          !
 2009.3! +*                                   !!          .   .0  .          !
 2009.4!*+                                    !!          .  0.   .          !
 2010.1!+ *                                   !!          .   . 0 .          !
 2010.2! +*                                   !!          .   0   .          !
 2010.3!*+                                    !!          .  0.   .          !
 2010.4*+                                     !!          .  0.   .          !
 2011.1!+  *                                  !!          .   .   0          !
 2011.2!     +  *                             !!          .   .  0.          !
 2011.3!       * +                            !!          . 0 .   .          !
 2011.4!      * +                             !!          . 0 .   .          !
 2012.1!       +                              !!          .  0.   .          !
 2012.2!      * +                             !!          . 0 .   .          !
 2012.3!      *+                              !!          . 0 .   .          !
 2012.4!      *+                              !!          .  0.   .          !


     26.06 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEAU=NEPX$/AUPMM;                                                      
 GENR LAANEAU=LOG(AANEAU+.00001);                                             
 GENR LANEAU=LOG(ANEAU+.00001);                                               
 LHS AANEAU=EXP(LAANEAU)-.00001;                                              
  EQ  178 LAANEAU C LANEAU(-1) PNEAU;                                         
EQUATION 413  LAANEAU  
   RHS     C  LANEAU(-1)  PNEAU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  413 PLOT=0;END;                                                     

Equation number =  413
**********************

Dependent variable = LAANEAU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.297203838

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.081678299       0.055092102  -1.48258     1.000000
11648 LANEAU  ( -1)       0.874939393       0.032051002  27.29835    -3.300758
11646 PNEAU   (  0)      -0.278957696       0.074216131  -3.75872     1.174237

SE of equation            =     0.073466496
Sum of squared residuals  = 0.998505316      -0.295838909E-10
Average absolute error    =     0.053291053
Sum of ABS residuals      =  10.0187179    
R squared                 =   0.94971
Durbin-Watson statistic   =   2.56348
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!       * +                            !!           0  .  .           !
 1966.2!      +   *                           !!           .  .  .0          !
 1966.3!          +                           !!           .  0  .           !
 1966.4!          +                           !!           .  0  .           !
 1967.1!         +  *                         !!           .  .  0           !
 1967.2!        * +                           !!           .0 .  .           !
 1967.3!       +                              !!           .  0  .           !
 1967.4!      + *                             !!           .  .  0           !
 1968.1!       +*                             !!           .  . 0.           !
 1968.2!       + *                            !!           .  . 0.           !
 1968.3!       *+                             !!           . 0.  .           !
 1968.4!      +*                              !!           .  .0 .           !
 1969.1!      +   *                           !!           .  .  .0          !
 1969.2!         +*                           !!           .  .0 .           !
 1969.3!       * +                            !!           0  .  .           !
 1969.4!       +                              !!           .  0  .           !
 1970.1!     * +                              !!           0  .  .           !
 1970.2!     +*                               !!           .  .0 .           !
 1970.3!    *  +                              !!           0  .  .           !
 1970.4!     +*                               !!           .  .0 .           !
 1971.1!       +                              !!           .  0  .           !
 1971.2!    *   +                             !!          0.  .  .           !
 1971.3!     +*                               !!           .  0  .           !
 1971.4!       +                              !!           .  .0 .           !
 1972.1!     *  +                             !!          0.  .  .           !
 1972.2!     *+                               !!           . 0.  .           !
 1972.3!    * +                               !!           0  .  .           !
 1972.4!   * +                                !!           0  .  .           !
 1973.1!    +  *                              !!           .  .  0           !
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 1974.2!         +  *                         !!           .  .  0           !
 1974.3!        *  +                          !!          0.  .  .           !
 1974.4!       +  *                           !!           .  . 0.           !
 1975.1!         +                            !!           .  0  .           !
 1975.2!         +                            !!           .  0  .           !
 1975.3!        *+                            !!           . 0.  .           !
 1975.4!         +  *                         !!           .  .  .0          !
 1976.1!        *  +                          !!          0.  .  .           !
 1976.2!        + *                           !!           .  . 0.           !
 1976.3!          +                           !!           .  0  .           !
 1976.4!          +*                          !!           .  .0 .           !
 1977.1!       *  +                           !!           0  .  .           !
 1977.2!    *  +                              !!          0.  .  .           !
 1977.3!    +  *                              !!           .  . 0.           !
 1977.4!       +                              !!           .  0  .           !
 1978.1!       + *                            !!           .  . 0.           !
 1978.2!         +                            !!           . 0.  .           !
 1978.3!         + *                          !!           .  . 0.           !
 1978.4!          *+                          !!           . 0.  .           !
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 1980.3!     *+                               !!           . 0.  .           !
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 1981.1!  *+                                  !!           . 0.  .           !
 1981.2!  +   *                               !!           .  .  . 0         !
 1981.3!*    +                                !!         0 .  .  .           !
 1981.4+ *                                    !!           .  .  0           !
 1982.1! +                                    !!           .  .0 .           !
 1982.2! +  *                                 !!           .  .  .0          !
 1982.3!    +                                 !!           .  0  .           !
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 1983.2!    *+                                !!           . 0.  .           !
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 1984.1!  * +                                 !!           .0 .  .           !
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 1984.3!   *+                                 !!           . 0.  .           !
 1984.4!   + *                                !!           .  .  0           !
 1985.1!   * +                                !!           .0 .  .           !
 1985.2!   + *                                !!           .  . 0.           !
 1985.3!   * +                                !!           .0 .  .           !
 1985.4!   +  *                               !!           .  .  0           !
 1986.1!    * +                               !!           .0 .  .           !
 1986.2!    +*                                !!           .  .0 .           !
 1986.3!      +*                              !!           .  0  .           !
 1986.4!        +  *                          !!           .  .  .0          !
 1987.1!          * +                         !!           .0 .  .           !
 1987.2!        *  +                          !!           0  .  .           !
 1987.3!      *  +                            !!          0.  .  .           !
 1987.4!       +  *                           !!           .  .  0           !
 1988.1!           + *                        !!           .  . 0.           !
 1988.2!              +         *             !!           .  .  .        0  !
 1988.3!          *             +             !0           .  .  .           !
 1988.4!          *+                          !!           .0 .  .           !
 1989.1!           +*                         !!           .  .0 .           !
 1989.2!    *       +                         !!     0     .  .  .           !
 1989.3!      +*                              !!           .  . 0.           !
 1989.4!        +*                            !!           .  .0 .           !
 1990.1!          +*                          !!           .  .0 .           !
 1990.2!       *    +                         !!         0 .  .  .           !
 1990.3!         + *                          !!           .  . 0.           !
 1990.4!           +*                         !!           .  .0 .           !
 1991.1!       *     +                        !!        0  .  .  .           !
 1991.2!     *   +                            !!         0 .  .  .           !
 1991.3!       + *                            !!           .  .  0           !
 1991.4!           +                          !!           .  0  .           !
 1992.1!            *+                        !!           .  0  .           !
 1992.2!     *       +                        !!      0    .  .  .           !
 1992.3!       +*                             !!           .  .0 .           !
 1992.4!          +*                          !!           .  .0 .           !
 1993.1!        *   +                         !!         0 .  .  .           !
 1993.2!         +   *                        !!           .  .  .0          !
 1993.3!             *+                       !!           . 0.  .           !
 1993.4!            * +                       !!           .0 .  .           !
 1994.1!             *+                       !!           . 0.  .           !
 1994.2!           *  +                       !!           0  .  .           !
 1994.3!           * +                        !!           .0 .  .           !
 1994.4!            +                         !!           .  0  .           !
 1995.1!              +  *                    !!           .  .  0           !
 1995.2!                 + *                  !!           .  . 0.           !
 1995.3!               *   +                  !!         0 .  .  .           !
 1995.4!                +*                    !!           .  .0 .           !
 1996.1!               *  +                   !!           0  .  .           !
 1996.2!            *   +                     !!          0.  .  .           !
 1996.3!              +                       !!           .  .0 .           !
 1996.4!               +*                     !!           .  .0 .           !
 1997.1!                 +       *            !!           .  .  .     0     !
 1997.2!                       * +            !!           0  .  .           !
 1997.3!                       + *            !!           .  . 0.           !
 1997.4!                        *+            !!           .  0  .           !
 1998.1!                         +            !!           .  0  .           !
 1998.2!                     *   +            !!         0 .  .  .           !
 1998.3!                      +     *         !!           .  .  .  0        !
 1998.4!                            +         !!           .  .0 .           !
 1999.1!                             +   *    !!           .  .  . 0         !
 1999.2!                               * +    !!           .0 .  .           !
 1999.3!                               +      !!           .  0  .           !
 1999.4!                               + *    !!           .  . 0.           !
 2000.1!                              * +     !!           0  .  .           !
 2000.2!                              +    *  !!           .  .  .  0        !
 2000.3!                                 * +  !!           .0 .  .           !
 2000.4!                                 + *  !!           .  . 0.           !
 2001.1!                                   +  !!           .  0  .           !
 2001.2!                                  +   *!           .  .  .0          !
 2001.3!                                    *+!!           .0 .  .           !
 2001.4!                                   + *!!           .  . 0.           !
 2002.1!                                   *+ !!           . 0.  .           !
 2002.2!                                 * +  !!           0  .  .           !
 2002.3!                                *+    !!           . 0.  .           !
 2002.4!                                +     !!           .  .0 .           !
 2003.1!                                +  *  !!           .  .  0           !
 2003.2!                                   +  !!           .  .0 .           !
 2003.3!                                 * +  !!           .0 .  .           !
 2003.4!                                 +  * !!           .  .  0           !
 2004.1!                                 * +  !!           .0 .  .           !
 2004.2!                                 +*   !!           .  .0 .           !
 2004.3!                                * +   !!           . 0.  .           !
 2004.4!                                +*    !!           .  .0 .           !
 2005.1!                                *+    !!           . 0.  .           !
 2005.2!                               +*     !!           .  0  .           !
 2005.3!                              * +     !!           .0 .  .           !
 2005.4!                              +*      !!           .  .0 .           !
 2006.1!                              *+      !!           .  0  .           !
 2006.2!                              +       !!           .  0  .           !
 2006.3!                              +*      !!           .  .0 .           !
 2006.4!                               + *    !!           .  .  0           !
 2007.1!                                 +    !!           .  0  .           !
 2007.2!                                +*    !!           .  .0 .           !
 2007.3!                                *+    !!           . 0.  .           !
 2007.4!                                + *   !!           .  . 0.           !
 2008.1!                                *+    !!           . 0.  .           !
 2008.2!                               *+     !!           . 0.  .           !
 2008.3!                               + *    !!           .  .  0           !
 2008.4!                                 +  * !!           .  .  0           !
 2009.1!                                  *+  !!           .0 .  .           !
 2009.2!                                 + *  !!           .  .0 .           !
 2009.3!                                  +*  !!           .  0  .           !
 2009.4!                                  +*  !!           .  0  .           !
 2010.1!                                  + * !!           .  . 0.           !
 2010.2!                                   +* !!           .  0  .           !
 2010.3!                                   +  *!           .  .  0           !
 2010.4!                                    *+!!           .0 .  .           !
 2011.1!                                   +  !!           .  0  .           !
 2011.2!                                   +* !!           .  . 0.           !
 2011.3!                               *    + !!          0.  .  .           !
 2011.4!                               + *    !!           .  .0 .           !
 2012.1!                                +*    !!           .  0  .           !
 2012.2!                                +  *  !!           .  . 0.           !
 2012.3!                                 *+   !!           .0 .  .           !
 2012.4!                                +  *  !!           .  .  0           !


     22.34 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTAU=STPX$/AUPMM;                                                      
 GENR LAASTAU=LOG(AASTAU+.00001);                                             
 GENR LASTAU=LOG(ASTAU+.00001);                                               
 LHS AASTAU=EXP(LAASTAU)-.00001;                                              
  EQ  179 LAASTAU C LASTAU(-1) PSTAU;                                         
EQUATION 414  LAASTAU  
   RHS     C  LASTAU(-1)  PSTAU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  414 PLOT=0;END;                                                     

Equation number =  414
**********************

Dependent variable = LAASTAU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.722559331

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.014524006       0.038905703  -0.37331     1.000000
11651 LASTAU  ( -1)       0.905870878       0.029791479  30.40705    -2.717467
11649 PSTAU   (  0)      -0.267632647       0.094611019  -2.82877     0.920518

SE of equation            =     0.078419169
Sum of squared residuals  =  1.13766973      -0.189546157E-10
Average absolute error    =     0.056770112
Sum of ABS residuals      =  10.6727810    
R squared                 =   0.96800
Durbin-Watson statistic   =   2.66227
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                               +      !!           .  0  .           !
 1966.2!                               +*     !!           .  .0 .           !
 1966.3!                               *+     !!           .0 .  .           !
 1966.4!                               +*     !!           .  0  .           !
 1967.1!                                +     !!           .  0  .           !
 1967.2!                                +     !!           .  0  .           !
 1967.3!                                +*    !!           .  . 0.           !
 1967.4!                                 + *  !!           .  .  0           !
 1968.1!                                 *+   !!           . 0.  .           !
 1968.2!                                 +    !!           .  0  .           !
 1968.3!                                +*    !!           .  .0 .           !
 1968.4!                                +*    !!           .  .0 .           !
 1969.1!                                 + *  !!           .  .  0           !
 1969.2!                                   +  !!           .  .0 .           !
 1969.3!                                   +* !!           .  .0 .           !
 1969.4!                                   +  !!           .  0  .           !
 1970.1!                                   +  !!           .  0  .           !
 1970.2!                                   +* !!           .  .0 .           !
 1970.3!                                  *+  !!           .0 .  .           !
 1970.4!                                  +   !!           .  0  .           !
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 1974.4!                                   +  *!           .  .  .0          !
 1975.1!                                 *   +!!         0 .  .  .           !
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 1978.3!                        +             !!           . 0.  .           !
 1978.4!                   *   +              !!         0 .  .  .           !
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 1980.1!                      +*              !!           .  . 0.           !
 1980.2!                       +              !!           . 0.  .           !
 1980.3!                     * +              !!           .0 .  .           !
 1980.4!                     +*               !!           .  . 0.           !
 1981.1!                    * +               !!           0  .  .           !
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 1988.2!           *   +                      !!        0  .  .  .           !
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 1988.4!            * +                       !!           0  .  .           !
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 1989.3!            *+                        !!           . 0.  .           !
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 1993.2!             * +                      !!          0.  .  .           !
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 1993.4!          *+                          !!           . 0.  .           !
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 1995.3!        *  +                          !!         0 .  .  .           !
 1995.4!        + *                           !!           .  .  0           !
 1996.1!      *   +                           !!         0 .  .  .           !
 1996.2!      +                               !!           . 0.  .           !
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 1996.4!    * +                               !!           0  .  .           !
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 1997.3!      *+                              !!           . 0.  .           !
 1997.4!      +                               !!           . 0.  .           !
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 1998.2!      +                               !!           .  0  .           !
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 1998.4!     * +                              !!           0  .  .           !
 1999.1!     +*                               !!           .  .0 .           !
 1999.2!     * +                              !!           .0 .  .           !
 1999.3!      +*                              !!           .  .0 .           !
 1999.4!      *+                              !!           . 0.  .           !
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 2000.3!    * +                               !!          0.  .  .           !
 2000.4!    +                                 !!           .  0  .           !
 2001.1!     + *                              !!           .  .  .0          !
 2001.2!     *  +                             !!           0  .  .           !
 2001.3!     *+                               !!           . 0.  .           !
 2001.4!     + *                              !!           .  .  0           !
 2002.1!       +*                             !!           .  .0 .           !
 2002.2!        +*                            !!           .  . 0.           !
 2002.3!        *+                            !!           . 0.  .           !
 2002.4!      * +                             !!           0  .  .           !
 2003.1!      +        *                      !!           .  .  .         0 !
 2003.2!    *         +                       !0           .  .  .           !
 2003.3!    +                                 !!           .  0  .           !
 2003.4!*    +                                !!       0   .  .  .           !
 2004.1! +                                    !!           .  0  .           !
 2004.2!  +  *                                !!           .  .  . 0         !
 2004.3!     +                                !!           .  0  .           !
 2004.4!     +                                !!           . 0.  .           !
 2005.1!  *  +                                !!         0 .  .  .           !
 2005.2!   + *                                !!           .  .  0           !
 2005.3!     +                                !!           .  0  .           !
 2005.4!    *+                                !!           .0 .  .           !
 2006.1!  * +                                 !!           0  .  .           !
 2006.2!   +*                                 !!           .  .0 .           !
 2006.3!  * +                                 !!           0  .  .           !
 2006.4!  +  *                                !!           .  .  .0          !
 2007.1*     +                                !!     0     .  .  .           !
 2007.2!+ *                                   !!           .  .  0           !
 2007.3!  +   *                               !!           .  .  . 0         !
 2007.4!    * +                               !!          0.  .  .           !
 2008.1!  * +                                 !!          0.  .  .           !
 2008.2! *+                                   !!           . 0.  .           !
 2008.3!  +                                   !!           .  .0 .           !
 2008.4!* +                                   !!          0.  .  .           !
 2009.1!+  *                                  !!           .  .  . 0         !
 2009.2!  +*                                  !!           .  . 0.           !
 2009.3! * +                                  !!           0  .  .           !
 2009.4! + *                                  !!           .  .  0           !
 2010.1!  +*                                  !!           .  .0 .           !
 2010.2!   +   *                              !!           .  .  .   0       !
 2010.3!   *  +                               !!          0.  .  .           !
 2010.4!  +*                                  !!           .  . 0.           !
 2011.1!  +  *                                !!           .  .  .0          !
 2011.2!   *+                                 !!           . 0.  .           !
 2011.3!  + *                                 !!           .  .  0           !
 2011.4!   +  *                               !!           .  .  . 0         !
 2012.1!   * +                                !!           0  .  .           !
 2012.2!  +                                   !!           .  0  .           !
 2012.3! +*                                   !!           .  .0 .           !
 2012.4! +   *                                !!           .  .  .   0       !


     24.47 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKAU=UKPX$/AUPMM;                                                      
 GENR LAAUKAU=LOG(AAUKAU+.00001);                                             
 GENR LAUKAU=LOG(AUKAU+.00001);                                               
 LHS AAUKAU=EXP(LAAUKAU)-.00001;                                              
  EQ  180 LAAUKAU C LAUKAU(-1) PUKAU;                                         
EQUATION 415  LAAUKAU  
   RHS     C  LAUKAU(-1)  PUKAU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  415 PLOT=0;END;                                                     

Equation number =  415
**********************

Dependent variable = LAAUKAU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.448818967

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.052422681       0.058917132  -0.88977     1.000000
11654 LAUKAU  ( -1)       0.978410851       0.014716264  66.48500    -3.442828
11652 PUKAU   (  0)      -0.027436359       0.053253000  -0.51521     1.016752

SE of equation            =     0.078343229
Sum of squared residuals  =  1.13546739       0.897770747E-11
Average absolute error    =     0.059999727
Sum of ABS residuals      =  11.2799487    
R squared                 =   0.96549
Durbin-Watson statistic   =   2.52431
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                            +         !!          .  0.   .          !
 1966.2!                           + *        !!          .   .  0.          !
 1966.3!                            + *       !!          .   .  0.          !
 1966.4!                             +  *     !!          .   .   .0         !
 1967.1!                            *  +      !!       0  .   .   .          !
 1967.2!                          *+          !!          . 0 .   .          !
 1967.3!                          +           !!          .   0   .          !
 1967.4!                       *  +           !!         0.   .   .          !
 1968.1!                       +    *         !!          .   .   .       0  !
 1968.2!                            +*        !!          .   . 0 .          !
 1968.3!                            + *       !!          .   .  0.          !
 1968.4!                             +*       !!          .   .0  .          !
 1969.1!                             +  *     !!          .   .   .0         !
 1969.2!                               + *    !!          .   .   0          !
 1969.3!                                +  *  !!          .   .   . 0        !
 1969.4!                                   +* !!          .   .  0.          !
 1970.1!                                   *+ !!          .  0.   .          !
 1970.2!                                   +  !!          .   .0  .          !
 1970.3!                                 * +  !!          .0  .   .          !
 1970.4!                                +     *!          .   .   .       0  !
 1971.1!                                   * +!!        0 .   .   .          !
 1971.2!                                  + * !!          .   .   .0         !
 1971.3!                                 *  + !!         0.   .   .          !
 1971.4!                                 +  * !!          .   .   .  0       !
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 1972.2!                                +*    !!          .   . 0 .          !
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 1972.4!                                  +   !!          .   .0  .          !
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 1976.2!                        * +           !!          0   .   .          !
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 1977.3!                      *+              !!          . 0 .   .          !
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 1988.4!         *+                           !!          . 0 .   .          !
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 1990.4!            + *                       !!          .   .   .0         !
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 1993.4!            +  *                      !!          .   .   .  0       !
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 1994.3!             +  *                     !!          .   .   .0         !
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 1995.3!           +                          !!          .  0.   .          !
 1995.4!           +                          !!          .   .0  .          !
 1996.1!           +  *                       !!          .   .   .  0       !
 1996.2!              +                       !!          .   0   .          !
 1996.3!              +                       !!          .   .0  .          !
 1996.4!            * +                       !!          .0  .   .          !
 1997.1!            +                         !!          .  0.   .          !
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 1997.3!        *  +                          !!       0  .   .   .          !
 1997.4!        +  *                          !!          .   .   . 0        !
 1998.1!           +                          !!          .   0   .          !
 1998.2!           + *                        !!          .   .   0          !
 1998.3!            *+                        !!          .  0.   .          !
 1998.4!          * +                         !!         0.   .   .          !
 1999.1!          +  *                        !!          .   .   .  0       !
 1999.2!            *+                        !!          . 0 .   .          !
 1999.3!            +*                        !!          .   . 0 .          !
 1999.4!             +                        !!          .   0   .          !
 2000.1!           * +                        !!          0   .   .          !
 2000.2!         * +                          !!          0   .   .          !
 2000.3!         +                            !!          .   .0  .          !
 2000.4!       * +                            !!         0.   .   .          !
 2001.1!       +   *                          !!          .   .   .  0       !
 2001.2!        * +                           !!         0.   .   .          !
 2001.3!        +*                            !!          .   . 0 .          !
 2001.4!        *+                            !!          . 0 .   .          !
 2002.1!        +*                            !!          .   .  0.          !
 2002.2!         +*                           !!          .   . 0 .          !
 2002.3!          +                           !!          .  0.   .          !
 2002.4!         +  *                         !!          .   .   .0         !
 2003.1!          * +                         !!          .0  .   .          !
 2003.2!          +*                          !!          .   . 0 .          !
 2003.3!        *  +                          !!        0 .   .   .          !
 2003.4!        +                             !!          .   0   .          !
 2004.1!   *    +                             !!    0     .   .   .          !
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 2008.3!  +                                   !!          .  0.   .          !
 2008.4! *+                                   !!          . 0 .   .          !
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 2009.3!  +*                                  !!          .   . 0 .          !
 2009.4!  *+                                  !!          .0  .   .          !
 2010.1! *+                                   !!          .0  .   .          !
 2010.2!*+                                    !!          . 0 .   .          !
 2010.3!+ *                                   !!          .   .   0          !
 2010.4!  +                                   !!          .   0   .          !
 2011.1!  +                                   !!          .   0   .          !
 2011.2!* +                                   !!          0   .   .          !
 2011.3!+*                                    !!          .   .0  .          !
 2011.4! +                                    !!          .   .0  .          !
 2012.1!*+                                    !!          . 0 .   .          !
 2012.2* +                                    !!          .0  .   .          !
 2012.3+                                      !!          .  0.   .          !
 2012.4+ *                                    !!          .   .   0          !


     30.32 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFIAU=FIPX$/AUPMM;                                                      
 GENR LAAFIAU=LOG(AAFIAU+.00001);                                             
 GENR LAFIAU=LOG(AFIAU+.00001);                                               
 LHS AAFIAU=EXP(LAAFIAU)-.00001;                                              
  EQ  181 LAAFIAU C LAFIAU(-1) PFIAU;                                         
EQUATION 416  LAAFIAU  
   RHS     C  LAFIAU(-1)  PFIAU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  416 PLOT=0;END;                                                     

Equation number =  416
**********************

Dependent variable = LAAFIAU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.106702695

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.948840541       0.227497946  -4.17077     1.000000
11657 LAFIAU  ( -1)       0.812748796       0.039971741  20.33308    -5.109857
11655 PFIAU   (  0)      -0.004987961       0.103329088  -0.04827     0.968690

SE of equation            =     0.141967813
Sum of squared residuals  =  3.72864906      -0.353601592E-10
Average absolute error    =     0.100834776
Sum of ABS residuals      =  18.9569379    
R squared                 =   0.69086
Durbin-Watson statistic   =   2.34516
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1* +                                    !!           . 0.  .           !
 1966.2!   + *                                !!           .  .0 .           !
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 1966.4!     *  +                             !!           .0 .  .           !
 1967.1!   *    +                             !!           0  .  .           !
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 1968.2!    *   +                             !!           0  .  .           !
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 1969.2!                 *   +                !!           0  .  .           !
 1969.3!                *+                    !!           . 0.  .           !
 1969.4!                +                     *!           .  .  .           0
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 2002.3!                      + *             !!           .  .0 .           !
 2002.4!                       + *            !!           .  .0 .           !
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 2003.2!                      +*              !!           .  .0 .           !
 2003.3!                      +  *            !!           .  . 0.           !
 2003.4!                      * +             !!           . 0.  .           !
 2004.1!                      + *             !!           .  .0 .           !
 2004.2!                  *   +               !!           0  .  .           !
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 2004.4!                *  +                  !!           0  .  .           !
 2005.1!              * +                     !!           . 0.  .           !
 2005.2!               +                      !!           .  0  .           !
 2005.3!              * +                     !!           .0 .  .           !
 2005.4!              +                       !!           .  0  .           !
 2006.1!               +                      !!           .  0  .           !
 2006.2!               +  *                   !!           .  . 0.           !
 2006.3!                  +                   !!           .  0  .           !
 2006.4!               *  +                   !!           .0 .  .           !
 2007.1!              * +                     !!           . 0.  .           !
 2007.2!               +  *                   !!           .  . 0.           !
 2007.3!                * +                   !!           . 0.  .           !
 2007.4!             *  +                     !!           .0 .  .           !
 2008.1!            * +                       !!           . 0.  .           !
 2008.2!           * +                        !!           . 0.  .           !
 2008.3!            + *                       !!           .  .0 .           !
 2008.4!             * +                      !!           .0 .  .           !
 2009.1!              +*                      !!           .  .0 .           !
 2009.2!          *    +                      !!           0  .  .           !
 2009.3!          * +                         !!           . 0.  .           !
 2009.4!         * +                          !!           . 0.  .           !
 2010.1!           +                          !!           .  0  .           !
 2010.2!            + *                       !!           .  .0 .           !
 2010.3!           *  +                       !!           0  .  .           !
 2010.4!            +*                        !!           .  .0 .           !
 2011.1!             *+                       !!           .  0  .           !
 2011.2!           *  +                       !!           .0 .  .           !
 2011.3!           *+                         !!           . 0.  .           !
 2011.4!            +                         !!           .  0  .           !
 2012.1!          *  +                        !!           .0 .  .           !
 2012.2!            +*                        !!           .  .0 .           !
 2012.3!           *  +                       !!           .0 .  .           !
 2012.4!             +                        !!           .  0  .           !


     20.74 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ   182 LAAASAU C LAASAU(-1) PASAU;SMPL 1971.1 2012.4;OLS;EST  182 PLOT=0;EN
@@EQ  183 LAASOAU C LASOAU(-1) PSOAU;SMPL 1998.3 2012.4;OLS;EST  183 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOAU=KOPX$/AUPMM;                                                      
 GENR LAAKOAU=LOG(AAKOAU+.00001);                                             
 GENR LAKOAU=LOG(AKOAU+.00001);                                               
 LHS AAKOAU=EXP(LAAKOAU)-.00001;                                              
  EQ  184 LAAKOAU C LAKOAU(-1) PKOAU;                                         
EQUATION 417  LAAKOAU  
   RHS     C  LAKOAU(-1)  PKOAU  
 SMPL 1977.3 2012.4;                                                          
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
 OLS;EST  417 PLOT=0;END;                                                     

Equation number =  417
**********************

Dependent variable = LAAKOAU 

 1977.3 -   2012.4,    0 missing obs.,  142 obs. used.

Mean of dependent variable       -5.676448266

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.336042973       0.256017362  -5.21856     1.000000
11660 LAKOAU  ( -1)       0.669037468       0.058964086  11.34652    -5.688857
11658 PKOAU   (  0)      -0.369500914       0.077976038  -4.73865     1.446132

SE of equation            =     0.245545332
Sum of squared residuals  =  8.38065890       0.274980039E-11
Average absolute error    =     0.178575431
Sum of ABS residuals      =  25.3577112    
R squared                 =   0.82204
Durbin-Watson statistic   =   2.37857
SMPL and No. Obs.         = 1977.3   2012.4    142

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.3!  * +                                 !!           .0 .  .           !
 1977.4*     +                                !!         0 .  .  .           !
 1978.1!   +                                  !!           .  0  .           !
 1978.2! *   +                                !!          0.  .  .           !
 1978.3!    +  *                              !!           .  .  0           !
 1978.4!  *     +                             !!         0 .  .  .           !
 1979.1!*    +                                !!          0.  .  .           !
 1979.2! *+                                   !!           . 0.  .           !
 1979.3!    +   *                             !!           .  .  0           !
 1979.4!   *     +                            !!         0 .  .  .           !
 1980.1!    * +                               !!           . 0.  .           !
 1980.2!       +                              !!           .  .0 .           !
 1980.3!     *   +                            !!          0.  .  .           !
 1980.4!    *  +                              !!           .0 .  .           !
 1981.1! *   +                                !!          0.  .  .           !
 1981.2*  +                                   !!           .0 .  .           !
 1981.3!+*                                    !!           .  .0 .           !
 1981.4!   +   *                              !!           .  .  .0          !
 1982.1!*      +                              !!        0  .  .  .           !
 1982.2!  +                                   !!           .  0  .           !
 1982.3!   +  *                               !!           .  .  0           !
 1982.4!      +                               !!           .  0  .           !
 1983.1!      *+                              !!           . 0.  .           !
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 1987.2!            +  *                      !!           .  .  0           !
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 1987.4!                +*                    !!           .  0  .           !
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 1998.4!                * +                   !!           .0 .  .           !
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 2000.1!           *   +                      !!           0  .  .           !
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 2000.3!            * +                       !!           .0 .  .           !
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 2001.1!             *  +                     !!           0  .  .           !
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 2001.4!             *   +                    !!           0  .  .           !
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 2002.2!                  +   *               !!           .  .  0           !
 2002.3!                      +     *         !!           .  .  . 0         !
 2002.4!                       *  +           !!           .0 .  .           !
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 2005.2!                              + *     !!           .  .0 .           !
 2005.3!                             +*       !!           .  .0 .           !
 2005.4!                            +     *   !!           .  .  . 0         !
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 2006.3!                           +  *       !!           .  . 0.           !
 2006.4!                            +  *      !!           .  . 0.           !
 2007.1!                      *      +        !!        0  .  .  .           !
 2007.2!                       +*             !!           .  .0 .           !
 2007.3!                         +            !!           .  .0 .           !
 2007.4!                          +    *      !!           .  .  . 0         !
 2008.1!                        *     +       !!         0 .  .  .           !
 2008.2!                     *   +            !!           0  .  .           !
 2008.3!                      *+              !!           . 0.  .           !
 2008.4!                        +*            !!           .  .0 .           !
 2009.1!                         *+           !!           . 0.  .           !
 2009.2!                          + *         !!           .  . 0.           !
 2009.3!                            +         !!           .  0  .           !
 2009.4!                            + *       !!           .  . 0.           !
 2010.1!                             +        !!           .  0  .           !
 2010.2!                            +         *!           .  .  .     0     !
 2010.3!                           *      +   !!       0   .  .  .           !
 2010.4!                           +  *       !!           .  .  0           !
 2011.1!                          *  +        !!           0  .  .           !
 2011.2!                           +          !!           .  0  .           !
 2011.3!                          *+          !!           . 0.  .           !
 2011.4!                           +  *       !!           .  .  0           !
 2012.1!                           * +        !!           .0 .  .           !
 2012.2!                           +*         !!           .  .0 .           !
 2012.3!                            + *       !!           .  . 0.           !
 2012.4!                             +*       !!           .  .0 .           !


     23.94 percent of the residuals exceed 1 SE
      4.23 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEAU=BEPX$Q/AUPMM;                                                     
 GENR LAABEAU=LOG(AABEAU+.00001);                                             
 GENR LABEAU=LOG(ABEAU+.00001);                                               
 LHS AABEAU=EXP(LAABEAU)-.00001;                                              
  EQ  185 LAABEAU C LABEAU(-1) PBEAU;                                         
EQUATION 418  LAABEAU  
   RHS     C  LABEAU(-1)  PBEAU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  418 PLOT=0;END;                                                     

Equation number =  418
**********************

Dependent variable = LAABEAU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.535522809

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.221408983       0.119104097  -1.85895     1.000000
11663 LABEAU  ( -1)       0.827125807       0.038439041  21.51786    -3.536653
11661 PBEAU   (  0)      -0.392819364       0.127983507  -3.06930     0.989912

SE of equation            =     0.086367605
Sum of squared residuals  =  1.37998220       0.294209102E-10
Average absolute error    =     0.062069069
Sum of ABS residuals      =  11.6689849    
R squared                 =   0.82081
Durbin-Watson statistic   =   2.66173
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!   *      +                           !!       0  .   .   .          !
 1966.2!     +   *                            !!          .   .  0.          !
 1966.3!       *  +                           !!          . 0 .   .          !
 1966.4!        *+                            !!          .  0.   .          !
 1967.1!   *      +                           !!        0 .   .   .          !
 1967.2!*    +                                !!          0   .   .          !
 1967.3!  +                                   !!          .  0.   .          !
 1967.4! * +                                  !!          . 0 .   .          !
 1968.1!  +      *                            !!          .   .   . 0        !
 1968.2!        *+                            !!          .  0.   .          !
 1968.3!       * +                            !!          . 0 .   .          !
 1968.4*        +                             !!      0   .   .   .          !
 1969.1! +      *                             !!          .   .   . 0        !
 1969.2!   *     +                            !!         0.   .   .          !
 1969.3!   * +                                !!          . 0 .   .          !
 1969.4!     +                                !!          .   0   .          !
 1970.1!       +                              !!          .   0   .          !
 1970.2!         +                            !!          .   0   .          !
 1970.3!    *     +                           !!         0.   .   .          !
 1970.4!      +      *                        !!          .   .   . 0        !
 1971.1!      *       +                       !!       0  .   .   .          !
 1971.2!     *   +                            !!          .0  .   .          !
 1971.3!      * +                             !!          . 0 .   .          !
 1971.4!    *    +                            !!          0   .   .          !
 1972.1*      +                               !!       0  .   .   .          !
 1972.2!   +      *                           !!          .   .   .  0       !
 1972.3!    *       +                         !!      0   .   .   .          !
 1972.4!       +              *               !!          .   .   .        0 !
 1973.1!                 *    +               !!         0.   .   .          !
 1973.2!                  +     *             !!          .   .   . 0        !
 1973.3!                *       +             !!       0  .   .   .          !
 1973.4!  *              +                    !! 0        .   .   .          !
 1974.1!     +                *               !!          .   .   .          0
 1974.2!               *     +                !!         0.   .   .          !
 1974.3!               *+                     !!          .  0.   .          !
 1974.4!             * +                      !!          . 0 .   .          !
 1975.1!              +   *                   !!          .   .  0.          !
 1975.2!            *     +                   !!         0.   .   .          !
 1975.3!              +   *                   !!          .   .  0.          !
 1975.4!               *  +                   !!          .0  .   .          !
 1976.1!              * +                     !!          . 0 .   .          !
 1976.2!           *   +                      !!          0   .   .          !
 1976.3!             +       *                !!          .   .   .  0       !
 1976.4!                    +                 !!          .   0   .          !
 1977.1!                    +    *            !!          .   .   .0         !
 1977.2!                  *     +             !!         0.   .   .          !
 1977.3!                  +   *               !!          .   .  0.          !
 1977.4!                     +   *            !!          .   .  0.          !
 1978.1!               *        +             !!      0   .   .   .          !
 1978.2!                + *                   !!          .   . 0 .          !
 1978.3!                  +*                  !!          .   0   .          !
 1978.4!                *  +                  !!          .0  .   .          !
 1979.1!          *     +                     !!         0.   .   .          !
 1979.2!            +  *                      !!          .   .  0.          !
 1979.3!                +*                    !!          .   .0  .          !
 1979.4!                 + *                  !!          .   . 0 .          !
 1980.1!                 * +                  !!          . 0 .   .          !
 1980.2!                 +                    !!          .   0   .          !
 1980.3!           *     +                    !!         0.   .   .          !
 1980.4!            +  *                      !!          .   .  0.          !
 1981.1!                +                     !!          .   0   .          !
 1981.2!                 +  *                 !!          .   .  0.          !
 1981.3!             *      +                 !!        0 .   .   .          !
 1981.4!           *  +                       !!          .0  .   .          !
 1982.1!         *   +                        !!          .0  .   .          !
 1982.2!            + *                       !!          .   . 0 .          !
 1982.3!              * +                     !!          .  0.   .          !
 1982.4!                +                     !!          .   0   .          !
 1983.1!                *+                    !!          . 0 .   .          !
 1983.2!                 +  *                 !!          .   . 0 .          !
 1983.3!                   * +                !!          . 0 .   .          !
 1983.4!                   *+                 !!          .  0.   .          !
 1984.1!                    +*                !!          .   .0  .          !
 1984.2!                   *  +               !!          .0  .   .          !
 1984.3!                   *+                 !!          .  0.   .          !
 1984.4!                    +  *              !!          .   .  0.          !
 1985.1!                      *+              !!          .  0.   .          !
 1985.2!               *       +              !!       0  .   .   .          !
 1985.3!                *+                    !!          .  0.   .          !
 1985.4!                  +*                  !!          .   .0  .          !
 1986.1!                    + *               !!          .   .0  .          !
 1986.2!                   *  +               !!          .0  .   .          !
 1986.3!                     +    *           !!          .   .   .0         !
 1986.4!                      *   +           !!          0   .   .          !
 1987.1!                      *+              !!          .  0.   .          !
 1987.2!                     * +              !!          . 0 .   .          !
 1987.3!                     *+               !!          .  0.   .          !
 1987.4!                      +               !!          .   0   .          !
 1988.1!                      *+              !!          .   0   .          !
 1988.2!                       +              !!          .   0   .          !
 1988.3!                        +*            !!          .   .0  .          !
 1988.4!                       * +            !!          . 0 .   .          !
 1989.1!                      *+              !!          .  0.   .          !
 1989.2!                       + *            !!          .   . 0 .          !
 1989.3!                     *   +            !!          .0  .   .          !
 1989.4!                     +    *           !!          .   .   0          !
 1990.1!                        +   *         !!          .   .  0.          !
 1990.2!                           +          !!          .   0   .          !
 1990.3!                           +          !!          .   0   .          !
 1990.4!                          +      *    !!          .   .   . 0        !
 1991.1!                            *  +      !!          .0  .   .          !
 1991.2!                            +   *     !!          .   .  0.          !
 1991.3!                             * +      !!          . 0 .   .          !
 1991.4!                             +*       !!          .   .0  .          !
 1992.1!                              +       !!          .   0   .          !
 1992.2!                             + *      !!          .   . 0 .          !
 1992.3!                          *   +       !!          0   .   .          !
 1992.4!                          +      *    !!          .   .   . 0        !
 1993.1!                               +      !!          .   0   .          !
 1993.2!                           *  +       !!          .0  .   .          !
 1993.3!                         * +          !!          . 0 .   .          !
 1993.4!                          +*          !!          .   .0  .          !
 1994.1!                          + *         !!          .   .0  .          !
 1994.2!                       *   +          !!          0   .   .          !
 1994.3!                       +              !!          .   0   .          !
 1994.4!                       +*             !!          .   .0  .          !
 1995.1!                       +   *          !!          .   .   0          !
 1995.2!                          + *         !!          .   . 0 .          !
 1995.3!                           +*         !!          .   .0  .          !
 1995.4!                         * +          !!          . 0 .   .          !
 1996.1!                         +*           !!          .   .0  .          !
 1996.2!                          +   *       !!          .   .  0.          !
 1996.3!                             + *      !!          .   . 0 .          !
 1996.4!                          *   +       !!          0   .   .          !
 1997.1!                          +     *     !!          .   .   .0         !
 1997.2!                                +*    !!          .   .0  .          !
 1997.3!                                +*    !!          .   .0  .          !
 1997.4!                                +     !!          .  0.   .          !
 1998.1!                               +      !!          .   0   .          !
 1998.2!                               +    * !!          .   .   0          !
 1998.3!                                   +  !!          .   0   .          !
 1998.4!                                  +  *!!          .   . 0 .          !
 1999.1!                                 * +  !!          . 0 .   .          !
 1999.2!                                *+    !!          .  0.   .          !
 1999.3!                                + *   !!          .   . 0 .          !
 1999.4!                                  +*  !!          .   .0  .          !
 2000.1!                                 * +  !!          .  0.   .          !
 2000.2!                               * +    !!          . 0 .   .          !
 2000.3!                                +*    !!          .   .0  .          !
 2000.4!                                 + *  !!          .   . 0 .          !
 2001.1!                                  +*  !!          .   .0  .          !
 2001.2!                                   +  !!          .   0   .          !
 2001.3!                                  +*  !!          .   .0  .          !
 2001.4!                                  +  *!!          .   . 0 .          !
 2002.1!                                    +*!!          .   .0  .          !
 2002.2!                                    + !!          .   0   .          !
 2002.3!                                    + !!          .   0   .          !
 2002.4!                                   +  !!          .   0   .          !
 2003.1!                                   +  *!          .   .  0.          !
 2003.2!                                   * +!!          . 0 .   .          !
 2003.3!                                * +   !!          . 0 .   .          !
 2003.4!                               + *    !!          .   .0  .          !
 2004.1!                                +*    !!          .   .0  .          !
 2004.2!                                +   * !!          .   .  0.          !
 2004.3!                                   +  !!          .   0   .          !
 2004.4!                                  +   *!          .   .  0.          !
 2005.1!                           *       +  !!       0  .   .   .          !
 2005.2!                         +*           !!          .   0   .          !
 2005.3!                         +            !!          .   0   .          !
 2005.4!                       *+             !!          .   0   .          !
 2006.1!                      +*              !!          .   .0  .          !
 2006.2!                      + *             !!          .   . 0 .          !
 2006.3!                       +*             !!          .   .0  .          !
 2006.4!                       +  *           !!          .   .  0.          !
 2007.1!                        +             !!          .  0.   .          !
 2007.2!                      +  *            !!          .   . 0 .          !
 2007.3!                      *+              !!          .   0   .          !
 2007.4!                    +   *             !!          .   .  0.          !
 2008.1!                      +  *            !!          .   .  0.          !
 2008.2!                       +*             !!          .   .0  .          !
 2008.3!                      +               !!          .   0   .          !
 2008.4!                    +*                !!          .   .0  .          !
 2009.1!                    +   *             !!          .   .  0.          !
 2009.2!                       + *            !!          .   . 0 .          !
 2009.3!                       +    *         !!          .   .   0          !
 2009.4!                         *+           !!          .  0.   .          !
 2010.1!                       +              !!          .   0   .          !
 2010.2!                      +*              !!          .   .0  .          !
 2010.3!                     +                !!          .   0   .          !
 2010.4!                    +*                !!          .   .0  .          !
 2011.1!                   +                  !!          .   0   .          !
 2011.2!                 +  *                 !!          .   . 0 .          !
 2011.3!                 +                    !!          .   0   .          !
 2011.4!                +    *                !!          .   .   .0         !
 2012.1!                   +  *               !!          .   .  0.          !
 2012.2!                    +*                !!          .   .0  .          !
 2012.3!                 * +                  !!          .  0.   .          !
 2012.4!               +   *                  !!          .   .  0.          !


     22.87 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
@EQ   186 LAADEAU C LADEAU(-1) PDEAU;SMPL 1966.1 2012.4;OLS;EST  186 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOAU=NOPX$Q/AUPMM;                                                     
 GENR LAANOAU=LOG(AANOAU+.00001);                                             
 GENR LANOAU=LOG(ANOAU+.00001);                                               
 LHS AANOAU=EXP(LAANOAU)-.00001;                                              
  EQ  187 LAANOAU C LANOAU(-1) PNOAU;                                         
EQUATION 419  LAANOAU  
   RHS     C  LANOAU(-1)  PNOAU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  419 PLOT=0;END;                                                     

Equation number =  419
**********************

Dependent variable = LAANOAU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.391874425

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.970311278       0.226763712  -4.27895     1.000000
11666 LANOAU  ( -1)       0.818395838       0.043114671  18.98184    -5.391125
11664 PNOAU   (  0)      -0.010889125       0.064993968  -0.16754     0.871435

SE of equation            =     0.193926095
Sum of squared residuals  =  6.95735610      -0.599928995E-10
Average absolute error    =     0.134312906
Sum of ABS residuals      =  25.2508263    
R squared                 =   0.67355
Durbin-Watson statistic   =   2.51066
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                     +*               !!          .   .0  .          !
 1966.2!                     +   *            !!          .   .  0.          !
 1966.3!                   *    +             !!          0   .   .          !
 1966.4!                   +*                 !!          .   .0  .          !
 1967.1!                  * +                 !!          .  0.   .          !
 1967.2!                  +                   !!          .   0   .          !
 1967.3!                  +                   !!          .   .0  .          !
 1967.4!                  +     *             !!          .   .   0          !
 1968.1!                  *   +               !!          .0  .   .          !
 1968.2!                  +                   !!          .   0   .          !
 1968.3!                  +      *            !!          .   .   .0         !
 1968.4!                       +              !!          .   0   .          !
 1969.1!                      +      *        !!          .   .   . 0        !
 1969.2!                           +          !!          .   0   .          !
 1969.3!                         +    *       !!          .   .   0          !
 1969.4!                            +      *  !!          .   .   . 0        !
 1970.1!                             *  +     !!          . 0 .   .          !
 1970.2!                           +*         !!          .   .0  .          !
 1970.3!                        * +           !!          .  0.   .          !
 1970.4!                     * +              !!          . 0 .   .          !
 1971.1!                    +       *         !!          .   .   .  0       !
 1971.2!                         *+           !!          .  0.   .          !
 1971.3!                      *+              !!          .  0.   .          !
 1971.4!                     + *              !!          .   . 0 .          !
 1972.1!                      +  *            !!          .   . 0 .          !
 1972.2!                       +  *           !!          .   . 0 .          !
 1972.3!                        +             !!          .  0.   .          !
 1972.4!                     *+               !!          .  0.   .          !
 1973.1!                     +    *           !!          .   .   .0         !
 1973.2!                         +    *       !!          .   .   .0         !
 1973.3!                           *+         !!          .  0.   .          !
 1973.4!                         +            !!          .   0   .          !
 1974.1!                       +  *           !!          .   . 0 .          !
 1974.2!                        + *           !!          .   . 0 .          !
 1974.3!                        +  *          !!          .   . 0 .          !
 1974.4!                         + *          !!          .   . 0 .          !
 1975.1!                       * +            !!          . 0 .   .          !
 1975.2!                      +   *           !!          .   .  0.          !
 1975.3!                     *  +             !!          . 0 .   .          !
 1975.4!                    +   *             !!          .   .  0.          !
 1976.1!                      + *             !!          .   .0  .          !
 1976.2!                      *+              !!          .  0.   .          !
 1976.3!                     +*               !!          .   .0  .          !
 1976.4!                     +*               !!          .   .0  .          !
 1977.1!                    *+                !!          .  0.   .          !
 1977.2!                   +    *             !!          .   .   0          !
 1977.3!                     * +              !!          . 0 .   .          !
 1977.4!                   *+                 !!          .  0.   .          !
 1978.1!                   +*                 !!          .   .0  .          !
 1978.2!                   +*                 !!          .   0   .          !
 1978.3!                   +     *            !!          .   .   .0         !
 1978.4!                        +             !!          .   0   .          !
 1979.1!                     *+               !!          .  0.   .          !
 1979.2!                  * +                 !!          . 0 .   .          !
 1979.3!                  +                   !!          .   0   .          !
 1979.4!                * +                   !!          . 0 .   .          !
 1980.1!                +                     !!          .   0   .          !
 1980.2!             *  +                     !!          . 0 .   .          !
 1980.3!           *  +                       !!          . 0 .   .          !
 1980.4!            +   *                     !!          .   .  0.          !
 1981.1!        *       +                     !!       0  .   .   .          !
 1981.2! *       +                            !!       0  .   .   .          !
 1981.3!    + *                               !!          .   . 0 .          !
 1981.4!        +  *                          !!          .   . 0 .          !
 1982.1!       *    +                         !!          0   .   .          !
 1982.2!        *+                            !!          .  0.   .          !
 1982.3!       * +                            !!          .  0.   .          !
 1982.4!      *  +                            !!          . 0 .   .          !
 1983.1!        +  *                          !!          .   . 0 .          !
 1983.2!          * +                         !!          . 0 .   .          !
 1983.3!           +   *                      !!          .   .  0.          !
 1983.4!         *     +                      !!        0 .   .   .          !
 1984.1!          +    *                      !!          .   .   0          !
 1984.2!            *  +                      !!          . 0 .   .          !
 1984.3!           * +                        !!          . 0 .   .          !
 1984.4!            +               *         !!          .   .   .        0 !
 1985.1!                          +   *       !!          .   .  0.          !
 1985.2!              *             +         !!   0      .   .   .          !
 1985.3!              +                *      !!          .   .   .        0 !
 1985.4!                           *+         !!          .  0.   .          !
 1986.1!                        *+            !!          .  0.   .          !
 1986.2!                      *+              !!          .   0   .          !
 1986.3!                     +      *         !!          .   .   .0         !
 1986.4!                          +      *    !!          .   .   . 0        !
 1987.1!                          *   +       !!          .0  .   .          !
 1987.2!                         +            *!          .   .   .      0   !
 1987.3!                *                 +   !0          .   .   .          !
 1987.4!                +       *             !!          .   .   .  0       !
 1988.1!             *         +              !!      0   .   .   .          !
 1988.2!             +       *                !!          .   .   . 0        !
 1988.3!                    +       *         !!          .   .   .  0       !
 1988.4!            *             +           !!  0       .   .   .          !
 1989.1!             +   *                    !!          .   .  0.          !
 1989.2!                 +   *                !!          .   .  0.          !
 1989.3!              *     +                 !!         0.   .   .          !
 1989.4!            *  +                      !!          . 0 .   .          !
 1990.1!             +     *                  !!          .   .   .0         !
 1990.2!                  +*                  !!          .   0   .          !
 1990.3!             *    +                   !!         0.   .   .          !
 1990.4!        *    +                        !!          0   .   .          !
 1991.1!          +    *                      !!          .   .   0          !
 1991.2!               +                      !!          .   0   .          !
 1991.3!               +                      !!          .   0   .          !
 1991.4!              *+                      !!          .  0.   .          !
 1992.1!               +                      !!          .   0   .          !
 1992.2!               + *                    !!          .   .0  .          !
 1992.3!               * +                    !!          . 0 .   .          !
 1992.4!               +                      !!          .   0   .          !
 1993.1!              *+                      !!          .  0.   .          !
 1993.2!              *+                      !!          .   0   .          !
 1993.3!               + *                    !!          .   . 0 .          !
 1993.4!                 + *                  !!          .   . 0 .          !
 1994.1!                   +*                 !!          .   .0  .          !
 1994.2!                  *+                  !!          .  0.   .          !
 1994.3!                  +    *              !!          .   .   0          !
 1994.4!                   *  +               !!          . 0 .   .          !
 1995.1!                   +   *              !!          .   .  0.          !
 1995.2!                      +               !!          .   0   .          !
 1995.3!                     +*               !!          .   .0  .          !
 1995.4!                     +                !!          .   0   .          !
 1996.1!                    +*                !!          .   .0  .          !
 1996.2!                   *+                 !!          .  0.   .          !
 1996.3!                  *+                  !!          .  0.   .          !
 1996.4!                 *+                   !!          .  0.   .          !
 1997.1!                 +  *                 !!          .   .  0.          !
 1997.2!                 *  +                 !!          . 0 .   .          !
 1997.3!      *          +                    !!     0    .   .   .          !
 1997.4!       *+                             !!          .  0.   .          !
 1998.1!         +        *                   !!          .   .   .   0      !
 1998.2!                  +*                  !!          .   .0  .          !
 1998.3!                   +                  !!          .   0   .          !
 1998.4!                  + *                 !!          .   .0  .          !
 1999.1!                *  +                  !!          .0  .   .          !
 1999.2!             *  +                     !!          .0  .   .          !
 1999.3!             +                        !!          .   0   .          !
 1999.4!             *+                       !!          .  0.   .          !
 2000.1!            *+                        !!          .  0.   .          !
 2000.2!             +                        !!          .   .0  .          !
 2000.3!            * +                       !!          . 0 .   .          !
 2000.4!       *     +                        !!         0.   .   .          !
 2001.1!  *      +                            !!        0 .   .   .          !
 2001.2!     +                                !!          .   0   .          !
 2001.3!       +*                             !!          .   .0  .          !
 2001.4!          +                           !!          .   0   .          !
 2002.1!     *      +                         !!        0 .   .   .          !
 2002.2!       + *                            !!          .   .0  .          !
 2002.3!          +                           !!          .   0   .          !
 2002.4!      *    +                          !!          0   .   .          !
 2003.1!    *   +                             !!          0   .   .          !
 2003.2!      +*                              !!          .   .0  .          !
 2003.3!   *     +                            !!          0   .   .          !
 2003.4!     *+                               !!          .  0.   .          !
 2004.1!       +                              !!          .   0   .          !
 2004.2!  *      +                            !!        0 .   .   .          !
 2004.3!    +                                 !!          .   0   .          !
 2004.4!  *   +                               !!          0   .   .          !
 2005.1!     +*                               !!          .   .0  .          !
 2005.2! *      +                             !!         0.   .   .          !
 2005.3*    +                                 !!          0   .   .          !
 2005.4*  +                                   !!          .0  .   .          !
 2006.1! *+                                   !!          .  0.   .          !
 2006.2!  * +                                 !!          .  0.   .          !
 2006.3!  *  +                                !!          . 0 .   .          !
 2006.4!    *+                                !!          .  0.   .          !
 2007.1!   *  +                               !!          . 0 .   .          !
 2007.2!    * +                               !!          . 0 .   .          !
 2007.3!    * +                               !!          .  0.   .          !
 2007.4!    *  +                              !!          . 0 .   .          !
 2008.1!      +        *                      !!          .   .   .  0       !
 2008.2!               +                      !!          .   0   .          !
 2008.3!                +  *                  !!          .   . 0 .          !
 2008.4!                  +       *           !!          .   .   . 0        !
 2009.1!                        +             !!          .   0   .          !
 2009.2!                     * +              !!          .  0.   .          !
 2009.3!                    *+                !!          .  0.   .          !
 2009.4!                   + *                !!          .   . 0 .          !
 2010.1!                  * +                 !!          . 0 .   .          !
 2010.2!                  +                   !!          .   0   .          !
 2010.3!                  +                   !!          .   0   .          !
 2010.4!                 +      *             !!          .   .   .0         !
 2011.1!                   *   +              !!          .0  .   .          !
 2011.2!                  +*                  !!          .   .0  .          !
 2011.3!                  *+                  !!          .   0   .          !
 2011.4!                  +*                  !!          .   .0  .          !
 2012.1!                 * +                  !!          .  0.   .          !
 2012.2!                 +  *                 !!          .   . 0 .          !
 2012.3!                   +*                 !!          .   .0  .          !
 2012.4!                  *+                  !!          .  0.   .          !


     24.47 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ   188 LAASWAU C LASWAU(-1) PSWAU;SMPL 1966.1 2012.4;OLS;EST  188 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGRAU=GRPX$Q/AUPMM;                                                     
 GENR LAAGRAU=LOG(AAGRAU+.00001);                                             
 GENR LAGRAU=LOG(AGRAU+.00001);                                               
 LHS AAGRAU=EXP(LAAGRAU)-.00001;                                              
  EQ  189 LAAGRAU C LAGRAU(-1) PGRAU;                                         
EQUATION 420  LAAGRAU  
   RHS     C  LAGRAU(-1)  PGRAU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  420 PLOT=0;END;                                                     

Equation number =  420
**********************

Dependent variable = LAAGRAU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.158479638

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.198744436       0.352899132  -6.23052     1.000000
11669 LAGRAU  ( -1)       0.567954250       0.060995259   9.31145    -6.156280
11667 PGRAU   (  0)      -0.448688943       0.180516336  -2.48559     1.032451

SE of equation            =     0.261304987
Sum of squared residuals  =  12.6318548       0.337054828E-10
Average absolute error    =     0.201097542
Sum of ABS residuals      =  37.8063379    
R squared                 =   0.40742
Durbin-Watson statistic   =   2.51468
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!              *    +                  !!          .0  .   .          !
 1966.2!               +         *            !!          .   .   .0         !
 1966.3!         *           +                !!        0 .   .   .          !
 1966.4!            +         *               !!          .   .   .0         !
 1967.1!        *           +                 !!        0 .   .   .          !
 1967.2!          +             *             !!          .   .   .  0       !
 1967.3!                *   +                 !!          . 0 .   .          !
 1967.4!              * +                     !!          .  0.   .          !
 1968.1!              +     *                 !!          .   .  0.          !
 1968.2!    *            +                    !!       0  .   .   .          !
 1968.3!         +                            *!          .   .   .          0
 1968.4!             *             +          !!       0  .   .   .          !
 1969.1!             +                  *     !!          .   .   .    0     !
 1969.2!              *          +            !!         0.   .   .          !
 1969.3!  *           +                       !!        0 .   .   .          !
 1969.4!        +                      *      !!          .   .   .       0  !
 1970.1!                      *  +            !!          . 0 .   .          !
 1970.2!                    +              *  !!          .   .   .   0      !
 1970.3!                           +*         !!          .   .0  .          !
 1970.4!                        +  *          !!          .   . 0 .          !
 1971.1!           *           +              !!        0 .   .   .          !
 1971.2!              +                 *     !!          .   .   .    0     !
 1971.3!           *              +           !!      0   .   .   .          !
 1971.4!               + *                    !!          .   .0  .          !
 1972.1!             *    +                   !!          . 0 .   .          !
 1972.2!                +                 *   !!          .   .   .    0     !
 1972.3!                  *         +         !!         0.   .   .          !
 1972.4!               * +                    !!          .  0.   .          !
 1973.1!            *  +                      !!          . 0 .   .          !
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 1973.4!       *             +                !!       0  .   .   .          !
 1974.1!        +   *                         !!          .   . 0 .          !
 1974.2!             +             *          !!          .   .   .  0       !
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 1975.3!                         +        *   !!          .   .   .0         !
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 1976.2!                   * +                !!          .  0.   .          !
 1976.3!                   + *                !!          .   .0  .          !
 1976.4!                   +   *              !!          .   . 0 .          !
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 1977.2!                      +               !!          .   0   .          !
 1977.3!        *           +                 !!        0 .   .   .          !
 1977.4!            +   *                     !!          .   . 0 .          !
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 1978.2!                  +                   !!          .   0   .          !
 1978.3!       *           +                  !!        0 .   .   .          !
 1978.4!             +   *                    !!          .   . 0 .          !
 1979.1!       *         +                    !!         0.   .   .          !
 1979.2!          *+                          !!          .  0.   .          !
 1979.3!       *     +                        !!          .0  .   .          !
 1979.4!         * +                          !!          .  0.   .          !
 1980.1!         *   +                        !!          . 0 .   .          !
 1980.2!       *     +                        !!          .0  .   .          !
 1980.3!          * +                         !!          .  0.   .          !
 1980.4!         *   +                        !!          . 0 .   .          !
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 1981.3!        +*                            !!          .   .0  .          !
 1981.4!        *  +                          !!          . 0 .   .          !
 1982.1!           +                *         !!          .   .   .    0     !
 1982.2!              *        +              !!          0   .   .          !
 1982.3!               +       *              !!          .   .   0          !
 1982.4!                   *+                 !!          .   0   .          !
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 1983.2!                  * +                 !!          .  0.   .          !
 1983.3!                  +  *                !!          .   .0  .          !
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 1984.3!                    *+                !!          .  0.   .          !
 1984.4!                  +             *     !!          .   .   .  0       !
 1985.1!                        +      *      !!          .   .  0.          !
 1985.2!                         +            !!          .   0   .          !
 1985.3!                     +    *           !!          .   . 0 .          !
 1985.4!                       +        *     !!          .   .   0          !
 1986.1!                       *   +          !!          . 0 .   .          !
 1986.2!                      +      *        !!          .   .   0          !
 1986.3!                          +           !!          .   0   .          !
 1986.4!                        +*            !!          .   .0  .          !
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 1987.2!                       *  +           !!          . 0 .   .          !
 1987.3!                      +    *          !!          .   .  0.          !
 1987.4!                         +       *    !!          .   .   0          !
 1988.1!                *            +        !!       0  .   .   .          !
 1988.2!                 +        *           !!          .   .   0          !
 1988.3!                    *   +             !!          . 0 .   .          !
 1988.4!                     +     *          !!          .   .  0.          !
 1989.1!                        +    *        !!          .   . 0 .          !
 1989.2!                         +*           !!          .   0   .          !
 1989.3!                       +  *           !!          .   . 0 .          !
 1989.4!                        +      *      !!          .   .   0          !
 1990.1!                           +  *       !!          .   . 0 .          !
 1990.2!                           +      *   !!          .   .  0.          !
 1990.3!                         *   +        !!          . 0 .   .          !
 1990.4!                        +   *         !!          .   . 0 .          !
 1991.1!                          +     *     !!          .   .  0.          !
 1991.2!                            +       * !!          .   .   0          !
 1991.3!                               +*     !!          .   .0  .          !
 1991.4!                             +  *     !!          .   . 0 .          !
 1992.1!                             +      * !!          .   .  0.          !
 1992.2!                              + *     !!          .   .0  .          !
 1992.3!                             + *      !!          .   .0  .          !
 1992.4!                            +         *!          .   .   .0         !
 1993.1!                               *+     !!          .   0   .          !
 1993.2!                            +       * !!          .   .   0          !
 1993.3!                         *     +      !!          .0  .   .          !
 1993.4!                         +     *      !!          .   .  0.          !
 1994.1!                            +  *      !!          .   .0  .          !
 1994.2!                         *  +         !!          .  0.   .          !
 1994.3!                         +     *      !!          .   .  0.          !
 1994.4!                            +        *!!          .   .   0          !
 1995.1!                              *+      !!          .  0.   .          !
 1995.2!                           +    *     !!          .   . 0 .          !
 1995.3!                            +         !!          .   0   .          !
 1995.4!                          +  *        !!          .   . 0 .          !
 1996.1!                          +     *     !!          .   .  0.          !
 1996.2!                            +         !!          .   0   .          !
 1996.3!                       *  +           !!          .  0.   .          !
 1996.4!                      +    *          !!          .   .  0.          !
 1997.1!                        *+            !!          .   0   .          !
 1997.2!                       +*             !!          .   0   .          !
 1997.3!                     * +              !!          .  0.   .          !
 1997.4!                     +  *             !!          .   .0  .          !
 1998.1!                       + *            !!          .   .0  .          !
 1998.2!                         + *          !!          .   .0  .          !
 1998.3!                     *   +            !!          . 0 .   .          !
 1998.4!                      +  *            !!          .   .0  .          !
 1999.1!                        +  *          !!          .   .0  .          !
 1999.2!                     *   +            !!          . 0 .   .          !
 1999.3!             *        +               !!          0   .   .          !
 1999.4!                *+                    !!          .  0.   .          !
 2000.1!               *   +                  !!          . 0 .   .          !
 2000.2!              *   +                   !!          . 0 .   .          !
 2000.3!       *         +                    !!         0.   .   .          !
 2000.4!         *    +                       !!          . 0 .   .          !
 2001.1!   *           +                      !!        0 .   .   .          !
 2001.2!      *    +                          !!          . 0 .   .          !
 2001.3!  *          +                        !!        0 .   .   .          !
 2001.4!     *     +                          !!          .0  .   .          !
 2002.1!      *     +                         !!          .0  .   .          !
 2002.2!       *     +                        !!          .0  .   .          !
 2002.3!  *          +                        !!        0 .   .   .          !
 2002.4!      *   +                           !!          . 0 .   .          !
 2003.1!          *  +                        !!          .  0.   .          !
 2003.2!         *     +                      !!          .0  .   .          !
 2003.3!         *     +                      !!          .0  .   .          !
 2003.4!              +   *                   !!          .   . 0 .          !
 2004.1!            *      +                  !!          0   .   .          !
 2004.2!            *  +                      !!          . 0 .   .          !
 2004.3!           *   +                      !!          . 0 .   .          !
 2004.4!               +  *                   !!          .   . 0 .          !
 2005.1!              *    +                  !!          . 0 .   .          !
 2005.2!             *   +                    !!          . 0 .   .          !
 2005.3!         *      +                     !!          .0  .   .          !
 2005.4!              +*                      !!          .   .0  .          !
 2006.1!         *       +                    !!          0   .   .          !
 2006.2!        *    +                        !!          .0  .   .          !
 2006.3!     *       +                        !!          0   .   .          !
 2006.4!           +     *                    !!          .   .  0.          !
 2007.1!           *      +                   !!          .0  .   .          !
 2007.2!            * +                       !!          .  0.   .          !
 2007.3!           *   +                      !!          . 0 .   .          !
 2007.4!             *+                       !!          .   0   .          !
 2008.1!     *         +                      !!         0.   .   .          !
 2008.2!    *     +                           !!          .0  .   .          !
 2008.3!     *   +                            !!          . 0 .   .          !
 2008.4!           +        *                 !!          .   .   .0         !
 2009.1!               *    +                 !!          .0  .   .          !
 2009.2!                +                     !!          .   0   .          !
 2009.3!             *  +                     !!          . 0 .   .          !
 2009.4!             * +                      !!          .  0.   .          !
 2010.1!              *+                      !!          .   0   .          !
 2010.2!         *      +                     !!          .0  .   .          !
 2010.3!            *+                        !!          .   0   .          !
 2010.4!              +*                      !!          .   0   .          !
 2011.1!         *     +                      !!          .0  .   .          !
 2011.2!            +  *                      !!          .   . 0 .          !
 2011.3!             * +                      !!          .  0.   .          !
 2011.4!              + *                     !!          .   .0  .          !
 2012.1!       *       +                      !!          0   .   .          !
 2012.2!       *  +                           !!          .  0.   .          !
 2012.3!     *     +                          !!          .0  .   .          !
 2012.4!         + *                          !!          .   .0  .          !


     25.53 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRAU=IRPX$Q/AUPMM;                                                     
 GENR LAAIRAU=LOG(AAIRAU+.00001);                                             
 GENR LAIRAU=LOG(AIRAU+.00001);                                               
 LHS AAIRAU=EXP(LAAIRAU)-.00001;                                              
  EQ  190 LAAIRAU C LAIRAU(-1) PIRAU;                                         
EQUATION 421  LAAIRAU  
   RHS     C  LAIRAU(-1)  PIRAU  
 SMPL 1974.1 2012.4;                                                          
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
 OLS;EST  421 PLOT=0;END;                                                     

Equation number =  421
**********************

Dependent variable = LAAIRAU 

 1974.1 -   2012.4,    0 missing obs.,  156 obs. used.

Mean of dependent variable       -5.863356145

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.415033307       0.162398077  -2.55565     1.000000
11672 LAIRAU  ( -1)       0.889795138       0.033476266  26.57988    -5.877906
11670 PIRAU   (  0)      -0.188197303       0.141989225  -1.32543     1.159372

SE of equation            =     0.207518977
Sum of squared residuals  =  6.58881128       0.244284593E-10
Average absolute error    =     0.148558893
Sum of ABS residuals      =  23.1751873    
R squared                 =   0.88726
Durbin-Watson statistic   =   3.03198
SMPL and No. Obs.         = 1974.1   2012.4    156

Plot of actual(*) and fitted(+) values and residuals(0)


 1974.1!*  +                                  !!          0   .   .          !
 1974.2*  +                                   !!         0.   .   .          !
 1974.3*  +                                   !!          0   .   .          !
 1974.4!  +     *                             !!          .   .   .    0     !
 1975.1*         +                            !0          .   .   .          !
 1975.2! +     *                              !!          .   .   .   0      !
 1975.3!*        +                            !! 0        .   .   .          !
 1975.4!  +         *                         !!          .   .   .          0
 1976.1!           * +                        !!          .0  .   .          !
 1976.2!           *+                         !!          . 0 .   .          !
 1976.3!          * +                         !!          .0  .   .          !
 1976.4!         * +                          !!          .0  .   .          !
 1977.1!           +*                         !!          .   . 0 .          !
 1977.2!           * +                        !!          .0  .   .          !
 1977.3!           * +                        !!          .0  .   .          !
 1977.4!            + *                       !!          .   .   0          !
 1978.1!             * +                      !!          .0  .   .          !
 1978.2!            * +                       !!          . 0 .   .          !
 1978.3!            *+                        !!          . 0 .   .          !
 1978.4!             + *                      !!          .   .  0.          !
 1979.1!              * +                     !!          . 0 .   .          !
 1979.2!               +*                     !!          .   .0  .          !
 1979.3!               *+                     !!          . 0 .   .          !
 1979.4!               +*                     !!          .   0   .          !
 1980.1!               *+                     !!          . 0 .   .          !
 1980.2!               *+                     !!          .   0   .          !
 1980.3!                + *                   !!          .   . 0 .          !
 1980.4!                 *+                   !!          . 0 .   .          !
 1981.1!               * +                    !!          0   .   .          !
 1981.2!               +                      !!          .   0   .          !
 1981.3!                +                     !!          .   0   .          !
 1981.4!                + *                   !!          .   . 0 .          !
 1982.1!                 *+                   !!          .  0.   .          !
 1982.2!                *+                    !!          .0  .   .          !
 1982.3!                +                     !!          .   0   .          !
 1982.4!                + *                   !!          .   .  0.          !
 1983.1!                * +                   !!          0   .   .          !
 1983.2!                 +*                   !!          .   . 0 .          !
 1983.3!                  +  *                !!          .   .   0          !
 1983.4!                   * +                !!          .0  .   .          !
 1984.1!                 *  +                 !!          .0  .   .          !
 1984.2!                  +   *               !!          .   .   . 0        !
 1984.3!                    * +               !!          . 0 .   .          !
 1984.4!                    +  *              !!          .   .   .0         !
 1985.1!                   *   +              !!        0 .   .   .          !
 1985.2!                   +   *              !!          .   .   .0         !
 1985.3!                      +*              !!          .   .0  .          !
 1985.4!                      +               !!          .  0.   .          !
 1986.1!                    * +               !!          . 0 .   .          !
 1986.2!                    +  *              !!          .   .   0          !
 1986.3!                    *  +              !!         0.   .   .          !
 1986.4!                    +    *            !!          .   .   .  0       !
 1987.1!                       * +            !!          .0  .   .          !
 1987.2!                      *+              !!          .  0.   .          !
 1987.3!                      +               !!          .   0   .          !
 1987.4!                      + *             !!          .   .  0.          !
 1988.1!                  *     +             !!     0    .   .   .          !
 1988.2!                  +  *                !!          .   .   0          !
 1988.3!                     +                !!          .   0   .          !
 1988.4!                     +*               !!          .   .0  .          !
 1989.1!                      +               !!          .   0   .          !
 1989.2!                      +               !!          .   0   .          !
 1989.3!                      +               !!          .   0   .          !
 1989.4!                      +               !!          .   0   .          !
 1990.1!                      +*              !!          .   . 0 .          !
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 1990.3!                       *+             !!          .  0.   .          !
 1990.4!                       +*             !!          .   . 0 .          !
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 1991.3!                     *  +             !!         0.   .   .          !
 1991.4!                     + *              !!          .   .  0.          !
 1992.1!                       +              !!          .   0   .          !
 1992.2!                       +              !!          .   0   .          !
 1992.3!                    *  +              !!          0   .   .          !
 1992.4!                     +*               !!          .   . 0 .          !
 1993.1!                       + *            !!          .   .  0.          !
 1993.2!                        *+            !!          . 0 .   .          !
 1993.3!                        +             !!          .   .0  .          !
 1993.4!                         +*           !!          .   . 0 .          !
 1994.1!                          +  *        !!          .   .   .0         !
 1994.2!                            *+        !!          .  0.   .          !
 1994.3!                           *+         !!          .   0   .          !
 1994.4!                           +  *       !!          .   .   0          !
 1995.1!                           * +        !!          0   .   .          !
 1995.2!                           +*         !!          .   . 0 .          !
 1995.3!                           *+         !!          .  0.   .          !
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 1996.1!                           *+         !!          . 0 .   .          !
 1996.2!                          *+          !!          .  0.   .          !
 1996.3!                          +           !!          .   0   .          !
 1996.4!                          +           !!          .   0   .          !
 1997.1!                        * +           !!          . 0 .   .          !
 1997.2!                        +             !!          .   0   .          !
 1997.3!                       *+             !!          .  0.   .          !
 1997.4!                       +   *          !!          .   .   .0         !
 1998.1!                           + *        !!          .   .   0          !
 1998.2!                             +*       !!          .   .0  .          !
 1998.3!                             + *      !!          .   . 0 .          !
 1998.4!                              +  *    !!          .   .   0          !
 1999.1!                               *+     !!          . 0 .   .          !
 1999.2!                              +*      !!          .   . 0 .          !
 1999.3!                               +     *!!          .   .   .    0     !
 1999.4!                                 * +  !!          .0  .   .          !
 2000.1!                                 +    *!          .   .   .   0      !
 2000.2!                              *      +!!     0    .   .   .          !
 2000.3!                              +*      !!          .   . 0 .          !
 2000.4!                              + *     !!          .   . 0 .          !
 2001.1!                              *+      !!          . 0 .   .          !
 2001.2!                             + *      !!          .   . 0 .          !
 2001.3!                              +*      !!          .   .0  .          !
 2001.4!                              +*      !!          .   .0  .          !
 2002.1!                            * +       !!          .0  .   .          !
 2002.2!                            +*        !!          .   .  0.          !
 2002.3!                            *+        !!          . 0 .   .          !
 2002.4!                           +*         !!          .   0   .          !
 2003.1!                           +*         !!          .   .0  .          !
 2003.2!                            +         !!          .   .0  .          !
 2003.3!                            +         !!          .   .0  .          !
 2003.4!                            + *       !!          .   .  0.          !
 2004.1!                            * +       !!          . 0 .   .          !
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 2004.3!                            +         !!          .  0.   .          !
 2004.4!                            +  *      !!          .   .   .0         !
 2005.1!                             * +      !!          . 0 .   .          !
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 2007.3!                               +*     !!          .   0   .          !
 2007.4!                             * +      !!          0   .   .          !
 2008.1!                             +*       !!          .   . 0 .          !
 2008.2!                            * +       !!          . 0 .   .          !
 2008.3!                           *+         !!          . 0 .   .          !
 2008.4!                           +          !!          .   0   .          !
 2009.1!                            +         !!          .   .0  .          !
 2009.2!                             +        !!          .   0   .          !
 2009.3!                           * +        !!          .0  .   .          !
 2009.4!                           +          !!          .   0   .          !
 2010.1!                           *+         !!          .  0.   .          !
 2010.2!                           +*         !!          .   .0  .          !
 2010.3!                       *    +         !!        0 .   .   .          !
 2010.4!                        +*            !!          .   . 0 .          !
 2011.1!                        * +           !!          .0  .   .          !
 2011.2!                         +*           !!          .   . 0 .          !
 2011.3!                        * +           !!          0   .   .          !
 2011.4!                        +             !!          .  0.   .          !
 2012.1!                         +            !!          .   .0  .          !
 2012.2!                        * +           !!          . 0 .   .          !
 2012.3!                        *+            !!          . 0 .   .          !
 2012.4!                        +   *         !!          .   .   . 0        !


     19.87 percent of the residuals exceed 1 SE
      6.41 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOAU=POPX$Q/AUPMM;                                                     
 GENR LAAPOAU=LOG(AAPOAU+.00001);                                             
 GENR LAPOAU=LOG(APOAU+.00001);                                               
 LHS AAPOAU=EXP(LAAPOAU)-.00001;                                              
  EQ  191 LAAPOAU C LAPOAU(-1) PPOAU;                                         
EQUATION 422  LAAPOAU  
   RHS     C  LAPOAU(-1)  PPOAU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  422 PLOT=0;END;                                                     

Equation number =  422
**********************

Dependent variable = LAAPOAU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.886418377

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.828960391       0.233953757  -3.54327     1.000000
11675 LAPOAU  ( -1)       0.852268194       0.038433792  22.17497    -5.886054
11673 PPOAU   (  0)      -0.033985993       0.061871161  -0.54930     1.205243

SE of equation            =     0.158661282
Sum of squared residuals  =  4.65707946       0.336841666E-10
Average absolute error    =     0.121039979
Sum of ABS residuals      =  22.7555161    
R squared                 =   0.72817
Durbin-Watson statistic   =   2.68391
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!              *+                      !!         .  0 .    .         !
 1966.2!              +     *                 !!         .    .    .0        !
 1966.3!                   + *                !!         .    . 0  .         !
 1966.4!                     + *              !!         .    .  0 .         !
 1967.1!                     *+               !!         .   0.    .         !
 1967.2!                    +  *              !!         .    .  0 .         !
 1967.3!                      +*              !!         .    . 0  .         !
 1967.4!                      +    *          !!         .    .    0         !
 1968.1!                      *  +            !!         .0   .    .         !
 1968.2!                     +*               !!         .    .0   .         !
 1968.3!                     +     *          !!         .    .    .0        !
 1968.4!                       * +            !!         . 0  .    .         !
 1969.1!                      +*              !!         .    . 0  .         !
 1969.2!                      +      *        !!         .    .    . 0       !
 1969.3!                  *        +          !!    0    .    .    .         !
 1969.4!                 +   *                !!         .    .   0.         !
 1970.1!                     +    *           !!         .    .    .0        !
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 1970.3!                   *  +               !!         .0   .    .         !
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 1975.3!                *  +                  !!         . 0  .    .         !
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 1976.1!        +           *                 !!         .    .    .       0 !
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 1977.4*    +                                 !!        0.    .    .         !
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 1989.4!                      + *             !!         .    .0   .         !
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 1990.4!                          +    *      !!         .    .    0         !
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 1991.4!                          +           *!         .    .    .        0!
 1992.1!                           *       +  !!     0   .    .    .         !
 1992.2!                        * +           !!         .   0.    .         !
 1992.3!                        +      *      !!         .    .    .  0      !
 1992.4!                    *        +        !!    0    .    .    .         !
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 1994.3!                       +     *        !!         .    .    . 0       !
 1994.4!                        *  +          !!         .0   .    .         !
 1995.1!                       +     *        !!         .    .    . 0       !
 1995.2!                            +  *      !!         .    .   0.         !
 1995.3!                     *       +        !!     0   .    .    .         !
 1995.4!                     +        *       !!         .    .    .    0    !
 1996.1!                            +      *  !!         .    .    . 0       !
 1996.2!                                +   * !!         .    .   0.         !
 1996.3!                              *  +    !!         .0   .    .         !
 1996.4!                            + *       !!         .    . 0  .         !
 1997.1!                            +         !!         .    0    .         !
 1997.2!                           +     *    !!         .    .    . 0       !
 1997.3!                            *  +      !!         . 0  .    .         !
 1997.4!                          +      *    !!         .    .    . 0       !
 1998.1!                      *        +      !!     0   .    .    .         !
 1998.2!                      +    *          !!         .    .    .0        !
 1998.3!                          +           !!         .   0.    .         !
 1998.4!                         + *          !!         .    .  0 .         !
 1999.1!                          +    *      !!         .    .    .0        !
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 1999.4!                     *  +             !!         . 0  .    .         !
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 2000.3!               + *                    !!         .    . 0  .         !
 2000.4!        *        +                    !!    0    .    .    .         !
 2001.1!         +         *                  !!         .    .    .     0   !
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 2001.3!              *  +                    !!         .0   .    .         !
 2001.4!            * +                       !!         . 0  .    .         !
 2002.1!            +     *                   !!         .    .    .0        !
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 2002.3!               * +                    !!         .  0 .    .         !
 2002.4!                + *                   !!         .    . 0  .         !
 2003.1!            *     +                   !!       0 .    .    .         !
 2003.2!             +*                       !!         .    .0   .         !
 2003.3!             * +                      !!         .   0.    .         !
 2003.4!              +  *                    !!         .    .  0 .         !
 2004.1!              *  +                    !!         .0   .    .         !
 2004.2!             *+                       !!         .   0.    .         !
 2004.3!         *    +                       !!         0    .    .         !
 2004.4!           +                          !!         .    0    .         !
 2005.1!            +*                        !!         .    .0   .         !
 2005.2!            * +                       !!         .  0 .    .         !
 2005.3!         *   +                        !!         .0   .    .         !
 2005.4!           +                          !!         .    0    .         !
 2006.1!           *+                         !!         .   0.    .         !
 2006.2!          * +                         !!         .  0 .    .         !
 2006.3!        *   +                         !!         .0   .    .         !
 2006.4!         +                            !!         .   0.    .         !
 2007.1!          +                           !!         .    0    .         !
 2007.2!           +*                         !!         .    .0   .         !
 2007.3!           * +                        !!         . 0  .    .         !
 2007.4!           *+                         !!         .   0.    .         !
 2008.1!           *+                         !!         .   0.    .         !
 2008.2!            +*                        !!         .    0    .         !
 2008.3!            * +                       !!         .  0 .    .         !
 2008.4!         *   +                        !!         0    .    .         !
 2009.1!          +                           !!         .    0    .         !
 2009.2!            +  *                      !!         .    .  0 .         !
 2009.3!              *+                      !!         .  0 .    .         !
 2009.4!               +                      !!         .    .0   .         !
 2010.1!             *  +                     !!         . 0  .    .         !
 2010.2!       *      +                       !!       0 .    .    .         !
 2010.3!         +   *                        !!         .    .    0         !
 2010.4!             *+                       !!         .   0.    .         !
 2011.1!           *  +                       !!         .0   .    .         !
 2011.2!            +                         !!         .    0    .         !
 2011.3!             +*                       !!         .    .0   .         !
 2011.4!            *  +                      !!         .0   .    .         !
 2012.1!             +*                       !!         .    .0   .         !
 2012.2!              +                       !!         .    0    .         !
 2012.3!           *   +                      !!         0    .    .         !
 2012.4!            +*                        !!         .    .0   .         !


     26.06 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPAU=SPPX$Q/AUPMM;                                                     
 GENR LAASPAU=LOG(AASPAU+.00001);                                             
 GENR LASPAU=LOG(ASPAU+.00001);                                               
 LHS AASPAU=EXP(LAASPAU)-.00001;                                              
  EQ  192 LAASPAU C LASPAU(-1) PSPAU;                                         
EQUATION 423  LAASPAU  
   RHS     C  LASPAU(-1)  PSPAU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  423 PLOT=0;END;                                                     

Equation number =  423
**********************

Dependent variable = LAASPAU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.977183713

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.099811008       0.066343490  -1.50446     1.000000
11678 LASPAU  ( -1)       0.911355836       0.025369521  35.92326    -4.990415
11676 PSPAU   (  0)      -0.279086387       0.090869120  -3.07130     1.180026

SE of equation            =     0.152563172
Sum of squared residuals  =  4.30597145       0.296793701E-10
Average absolute error    =     0.112082896
Sum of ABS residuals      =  21.0715845    
R squared                 =   0.96791
Durbin-Watson statistic   =   2.60713
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!   *  +                               !!        0 .   .   .          !
 1966.2!   +   *                              !!          .   .   .   0      !
 1966.3!      +*                              !!          .   .0  .          !
 1966.4!      +                               !!          .   .0  .          !
 1967.1!      +  *                            !!          .   .   .0         !
 1967.2!  *     +                             !!  0       .   .   .          !
 1967.3!  +  *                                !!          .   .   .  0       !
 1967.4!*    +                                !!     0    .   .   .          !
 1968.1*+                                     !!          .0  .   .          !
 1968.2+ *                                    !!          .   .   .0         !
 1968.3! +  *                                 !!          .   .   .0         !
 1968.4! * +                                  !!         0.   .   .          !
 1969.1! +      *                             !!          .   .   .          0
 1969.2!        +  *                          !!          .   .   . 0        !
 1969.3!   *      +                           !0          .   .   .          !
 1969.4!    +   *                             !!          .   .   .     0    !
 1970.1!      * +                             !!         0.   .   .          !
 1970.2!       +                              !!          .   . 0 .          !
 1970.3!        + *                           !!          .   .   0          !
 1970.4!          + *                         !!          .   .   0          !
 1971.1!         *  +                         !!        0 .   .   .          !
 1971.2!          +  *                        !!          .   .   .0         !
 1971.3!             +*                       !!          .   .0  .          !
 1971.4!              +  *                    !!          .   .   . 0        !
 1972.1!               * +                    !!         0.   .   .          !
 1972.2!               + *                    !!          .   .   0          !
 1972.3!                 + *                  !!          .   .   0          !
 1972.4!             *     +                  !!  0       .   .   .          !
 1973.1!              + *                     !!          .   .   .0         !
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 1973.3!                 *+                   !!          . 0 .   .          !
 1973.4!                 +*                   !!          .   . 0 .          !
 1974.1!               * +                    !!         0.   .   .          !
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 1974.3!                 *+                   !!          .  0.   .          !
 1974.4!                 +                    !!          .   0   .          !
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 1975.2!                * +                   !!         0.   .   .          !
 1975.3!               *+                     !!          . 0 .   .          !
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 1976.1!               *  +                   !!         0.   .   .          !
 1976.2!            *   +                     !!      0   .   .   .          !
 1976.3!             +*                       !!          .   . 0 .          !
 1976.4!               +*                     !!          .   .0  .          !
 1977.1!                 +                    !!          .   0   .          !
 1977.2!                 +*                   !!          .   . 0 .          !
 1977.3!                *  +                  !!      0   .   .   .          !
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 1978.3!                *  +                  !!        0 .   .   .          !
 1978.4!               * +                    !!         0.   .   .          !
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 1979.3!              * +                     !!          0   .   .          !
 1979.4!               +                      !!          .  0.   .          !
 1980.1!                +                     !!          .   .0  .          !
 1980.2!              *  +                    !!         0.   .   .          !
 1980.3!               +                      !!          .   0   .          !
 1980.4!                + *                   !!          .   .   0          !
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 1981.3!              +  *                    !!          .   .   .  0       !
 1981.4!                 *+                   !!          . 0 .   .          !
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 1982.2!                +                     !!          .   0   .          !
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 1982.4!                 + *                  !!          .   .  0.          !
 1983.1!                  * +                 !!         0.   .   .          !
 1983.2!                   +   *              !!          .   .   .    0     !
 1983.3!                       *+             !!          . 0 .   .          !
 1983.4!                    *   +             !!       0  .   .   .          !
 1984.1!                     +*               !!          .   .  0.          !
 1984.2!                       +*             !!          .   .  0.          !
 1984.3!                        *+            !!          .  0.   .          !
 1984.4!                      * +             !!        0 .   .   .          !
 1985.1!                      +               !!          .  0.   .          !
 1985.2!                     *+               !!          .0  .   .          !
 1985.3!                     *+               !!          . 0 .   .          !
 1985.4!                      +*              !!          .   .  0.          !
 1986.1!                       *+             !!          .  0.   .          !
 1986.2!                        +*            !!          .   . 0 .          !
 1986.3!                      *  +            !!       0  .   .   .          !
 1986.4!                       + *            !!          .   .   .0         !
 1987.1!                          +*          !!          .   . 0 .          !
 1987.2!                         * +          !!          0   .   .          !
 1987.3!                        * +           !!          .0  .   .          !
 1987.4!                         +*           !!          .   .  0.          !
 1988.1!                          +*          !!          .   0   .          !
 1988.2!                        *  +          !!        0 .   .   .          !
 1988.3!                        + *           !!          .   .  0.          !
 1988.4!                         *+           !!          . 0 .   .          !
 1989.1!                        *+            !!          . 0 .   .          !
 1989.2!                       *+             !!          . 0 .   .          !
 1989.3!                      *+              !!          0   .   .          !
 1989.4!                      +   *           !!          .   .   .   0      !
 1990.1!                          +           !!          .   0   .          !
 1990.2!                          +           !!          .   0   .          !
 1990.3!                          +           !!          .   0   .          !
 1990.4!                          +  *        !!          .   .   .0         !
 1991.1!                            *+        !!          . 0 .   .          !
 1991.2!                            +         !!          .   .0  .          !
 1991.3!                           *+         !!          .0  .   .          !
 1991.4!                           + *        !!          .   .   .0         !
 1992.1!                             +*       !!          .   . 0 .          !
 1992.2!                              + *     !!          .   .   0          !
 1992.3!                             * +      !!         0.   .   .          !
 1992.4!                             +*       !!          .   . 0 .          !
 1993.1!                              +*      !!          .   .0  .          !
 1993.2!                               +*     !!          .   . 0 .          !
 1993.3!                                +*    !!          .   .0  .          !
 1993.4!                                *+    !!          . 0 .   .          !
 1994.1!                                + *   !!          .   .  0.          !
 1994.2!                                * +   !!          .0  .   .          !
 1994.3!                                 +    !!          .   .0  .          !
 1994.4!                                 +    !!          .  0.   .          !
 1995.1!                                 +*   !!          .   .0  .          !
 1995.2!                                * +   !!          .0  .   .          !
 1995.3!                                 +*   !!          .   .   0          !
 1995.4!                                 *+   !!          .0  .   .          !
 1996.1!                                 +*   !!          .   . 0 .          !
 1996.2!                                 + *  !!          .   . 0 .          !
 1996.3!                                  +*  !!          .   . 0 .          !
 1996.4!                                   +  !!          .   .0  .          !
 1997.1!                                   +  !!          .   0   .          !
 1997.2!                                   +* !!          .   .0  .          !
 1997.3!                                    + !!          .   . 0 .          !
 1997.4!                                    + !!          .   0   .          !
 1998.1!                                    + !!          .   .0  .          !
 1998.2!                                    + !!          .   0   .          !
 1998.3!                                    +*!!          .   . 0 .          !
 1998.4!                                   * +!!          0   .   .          !
 1999.1!                                   +* !!          .   .  0.          !
 1999.2!                                    + !!          .  0.   .          !
 1999.3!                                   *+ !!          .  0.   .          !
 1999.4!                                   +* !!          .   . 0 .          !
 2000.1!                                    + !!          .   0   .          !
 2000.2!                                    + !!          .  0.   .          !
 2000.3!                                    +*!!          .   . 0 .          !
 2000.4!                                    + !!          .   0   .          !
 2001.1!                                    +*!!          .   .0  .          !
 2001.2!                                     +!!          .  0.   .          !
 2001.3!                                    + !!          . 0 .   .          !
 2001.4!                                    + !!          .   . 0 .          !
 2002.1!                                    +*!!          .   . 0 .          !
 2002.2!                                    *+!!          . 0 .   .          !
 2002.3!                                    + !!          .   0   .          !
 2002.4!                                    + *!          .   .   0          !
 2003.1!                                      +!          .   0   .          !
 2003.2!                                     +*!          .   .0  .          !
 2003.3!                                      +!          .   .0  .          !
 2003.4!                                      +!          .   .0  .          !
 2004.1!                                     *+!          .   0   .          !
 2004.2!                                     +!!          .   0   .          !
 2004.3!                                     +!!          .   0   .          !
 2004.4!                                    *+!!          .  0.   .          !
 2005.1!                                    + !!          .   .0  .          !
 2005.2!                                    +*!!          .   .  0.          !
 2005.3!                                    *+!!          . 0 .   .          !
 2005.4!                                  * + !!          .0  .   .          !
 2006.1!                                  +   !!          .   .0  .          !
 2006.2!                                  +*  !!          .   . 0 .          !
 2006.3!                                  *+  !!          . 0 .   .          !
 2006.4!                                  +*  !!          .   . 0 .          !
 2007.1!                                  *+  !!          .  0.   .          !
 2007.2!                                  +   !!          .  0.   .          !
 2007.3!                                 *+   !!          .  0.   .          !
 2007.4!                                 +*   !!          .   . 0 .          !
 2008.1!                                  +*  !!          .   .  0.          !
 2008.2!                                  *+  !!          .  0.   .          !
 2008.3!                                  +   !!          .  0.   .          !
 2008.4!                                  +   !!          .   .0  .          !
 2009.1!                                  +*  !!          .   . 0 .          !
 2009.2!                                   + *!!          .   .   0          !
 2009.3!                                    + !!          .   0   .          !
 2009.4!                                    +*!!          .   .  0.          !
 2010.1!                                    *+!!          .  0.   .          !
 2010.2!                                   *+ !!          .  0.   .          !
 2010.3!                                   +* !!          .   . 0 .          !
 2010.4!                                    +*!!          .   . 0 .          !
 2011.1!                                    +*!!          .   . 0 .          !
 2011.2!                                     +!!          .   0   .          !
 2011.3!                                    +*!!          .   . 0 .          !
 2011.4!                                    *+!!          .  0.   .          !
 2012.1!                                    +*!!          .   . 0 .          !
 2012.2!                                    +*!!          .   .0  .          !
 2012.3!                                     +!!          .   0   .          !
 2012.4!                                    +*!!          .   . 0 .          !


     27.13 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ   193 LAANZAU C LANZAU(-1) PNZAU;SMPL 1976.1 2012.4;OLS;EST  193 PLOT=0;EN
@@EQ  194 LAASAAU C LASAAU(-1) PSAAU;SMPL 1974.3 2012.4;OLS;EST  194 PLOT=0;EN
@@EQ  195 LAAVEAU C LAVEAU(-1) PVEAU;SMPL 1999.3 2012.4;OLS;EST  195 PLOT=0;EN
@EQ   196 LAACOAU C LACOAU(-1) PCOAU;SMPL 1981.3 2012.4;OLS;EST  196 PLOT=0;EN
@EQ   197 LAAJOAU C LAJOAU(-1) PJOAU;SMPL 1989.3 2012.4;OLS;EST  197 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSYAU=SYPX$Q/AUPMM;                                                     
 GENR LAASYAU=LOG(AASYAU+.00001);                                             
 GENR LASYAU=LOG(ASYAU+.00001);                                               
 LHS AASYAU=EXP(LAASYAU)-.00001;                                              
  EQ  198 LAASYAU C LASYAU(-1) PSYAU;                                         
EQUATION 424  LAASYAU  
   RHS     C  LASYAU(-1)  PSYAU  
 SMPL 1989.1 2012.4;                                                          
Sample period is now  1989.1 to  2012.4 Internally:   149 to   244
 OLS;EST  424 PLOT=0;END;                                                     

Equation number =  424
**********************

Dependent variable = LAASYAU 

 1989.1 -   2012.4,    0 missing obs.,   96 obs. used.

Mean of dependent variable       -8.441406250

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.841186469       0.807719076  -2.27949     1.000000
11681 LASYAU  ( -1)       0.711564375       0.072485317   9.81667    -8.457840
11679 PSYAU   (  0)      -0.544978061       0.681731637  -0.79940     1.067790

SE of equation            =     1.255335256
Sum of squared residuals  =  146.555594      -0.462385685E-11
Average absolute error    =     0.949752748
Sum of ABS residuals      =  91.1762638    
R squared                 =   0.54629
Durbin-Watson statistic   =   2.20386
SMPL and No. Obs.         = 1989.1   2012.4     96

Plot of actual(*) and fitted(+) values and residuals(0)


 1989.1!    +            *                    !!         .    .    .   0     !
 1989.2!               * +                    !!         .   0.    .         !
 1989.3!            *  +                      !!         .  0 .    .         !
 1989.4!           * +                        !!         .   0.    .         !
 1990.1!            + *                       !!         .    . 0  .         !
 1990.2!              +                       !!         .    0    .         !
 1990.3!        *     +                       !!         .0   .    .         !
 1990.4!         *+                           !!         .    0    .         !
 1991.1!           +*                         !!         .    0    .         !
 1991.2!      *      +                        !!         0    .    .         !
 1991.3!         +         *                  !!         .    .    . 0       !
 1991.4!   *               +                  !!   0     .    .    .         !
 1992.1!       + *                            !!         .    .0   .         !
 1992.2!           *+                         !!         .    0    .         !
 1992.3!            * +                       !!         .   0.    .         !
 1992.4!      *       +                       !!        0.    .    .         !
 1993.1!  *       +                           !!         0    .    .         !
 1993.2!    *  +                              !!         .  0 .    .         !
 1993.3!     *  +                             !!         .  0 .    .         !
 1993.4!      *  +                            !!         .  0 .    .         !
 1994.1*         +                            !!       0 .    .    .         !
 1994.2!    *+                                !!         .   0.    .         !
 1994.3!      * +                             !!         .  0 .    .         !
 1994.4!   *     +                            !!         .0   .    .         !
 1995.1!       +        *                     !!         .    .    .0        !
 1995.2!                +                     !!         .    0    .         !
 1995.3!               *+                     !!         .   0.    .         !
 1995.4!               +                      !!         .    0    .         !
 1996.1! *             +                      !!    0    .    .    .         !
 1996.2! *   +                                !!         . 0  .    .         !
 1996.3! *   +                                !!         . 0  .    .         !
 1996.4! *    +                               !!         . 0  .    .         !
 1997.1!      +   *                           !!         .    .  0 .         !
 1997.2!           *+                         !!         .   0.    .         !
 1997.3!           * +                        !!         .   0.    .         !
 1997.4!           * +                        !!         .  0 .    .         !
 1998.1!         *   +                        !!         . 0  .    .         !
 1998.2!        *  +                          !!         .  0 .    .         !
 1998.3!        *  +                          !!         .  0 .    .         !
 1998.4!         * +                          !!         .   0.    .         !
 1999.1!   *       +                          !!        0.    .    .         !
 1999.2!  *    +                              !!         . 0  .    .         !
 1999.3!  *   +                               !!         . 0  .    .         !
 1999.4!*     +                               !!         .0   .    .         !
 2000.1!     +                     *          !!         .    .    .         0
 2000.2!                       +     *        !!         .    .   0.         !
 2000.3!          *              +            !!    0    .    .    .         !
 2000.4!            +          *              !!         .    .    .  0      !
 2001.1!                     +    *           !!         .    .   0.         !
 2001.2!                       +            * !!         .    .    .   0     !
 2001.3!                              +  *    !!         .    .  0 .         !
 2001.4!                           *+         !!         .   0.    .         !
 2002.1!                       +      *       !!         .    .   0.         !
 2002.2!                         +*           !!         .    0    .         !
 2002.3!                       +         *    !!         .    .    . 0       !
 2002.4!                            +     *   !!         .    .   0.         !
 2003.1!                             +   *    !!         .    .  0 .         !
 2003.2!                          * +         !!         .  0 .    .         !
 2003.3!                     * +              !!         .   0.    .         !
 2003.4!                    +          *      !!         .    .    .  0      !
 2004.1!                        *   +         !!         .  0 .    .         !
 2004.2!                      +    *          !!         .    .  0 .         !
 2004.3!                   *     +            !!         .0   .    .         !
 2004.4!      *            +                  !!     0   .    .    .         !
 2005.1!         +               *            !!         .    .    .     0   !
 2005.2!                       +    *         !!         .    .  0 .         !
 2005.3!         *               +            !!   0     .    .    .         !
 2005.4!            +         *               !!         .    .    . 0       !
 2006.1!                     +          *     !!         .    .    . 0       !
 2006.2!            *               +         !!   0     .    .    .         !
 2006.3!              +                     * !!         .    .    .         0
 2006.4!                               +   *  !!         .    . 0  .         !
 2007.1!                               +    * !!         .    .   0.         !
 2007.2!                                +  *  !!         .    . 0  .         !
 2007.3!                               + *    !!         .    . 0  .         !
 2007.4!                     *        +       !!        0.    .    .         !
 2008.1!                   *  +               !!         .  0 .    .         !
 2008.2!                    +          *      !!         .    .    .  0      !
 2008.3!                             +        !!         .    0    .         !
 2008.4!                           + *        !!         .    . 0  .         !
 2009.1!                       *   +          !!         .  0 .    .         !
 2009.2!                      +        *      !!         .    .    .0        !
 2009.3!                         *  +         !!         .  0 .    .         !
 2009.4!                        +       *     !!         .    .    .0        !
 2010.1!                             +        !!         .    0    .         !
 2010.2!                          +       *   !!         .    .    0         !
 2010.3!                              +       *!         .    .    .0        !
 2010.4!                            *    +    !!         . 0  .    .         !
 2011.1!                       *  +           !!         .  0 .    .         !
 2011.2!                       +   *          !!         .    .  0 .         !
 2011.3!                         +        *   !!         .    .    .0        !
 2011.4!                        *     +       !!         .0   .    .         !
 2012.1!         *             +              !!    0    .    .    .         !
 2012.2!            *+                        !!         .    0    .         !
 2012.3!     *        +                       !!       0 .    .    .         !
 2012.4!         +                            !!         .    0    .         !


     30.21 percent of the residuals exceed 1 SE
      5.21 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDAU=IDPX$Q/AUPMM;                                                     
 GENR LAAIDAU=LOG(AAIDAU+.00001);                                             
 GENR LAIDAU=LOG(AIDAU+.00001);                                               
 LHS AAIDAU=EXP(LAAIDAU)-.00001;                                              
  EQ  199 LAAIDAU C LAIDAU(-1) PIDAU;                                         
EQUATION 425  LAAIDAU  
   RHS     C  LAIDAU(-1)  PIDAU  
 SMPL 1976.3 2012.4;                                                          
Sample period is now  1976.3 to  2012.4 Internally:    99 to   244
 OLS;EST  425 PLOT=0;END;                                                     

Equation number =  425
**********************

Dependent variable = LAAIDAU 

 1976.3 -   2012.4,    0 missing obs.,  146 obs. used.

Mean of dependent variable       -6.864349166

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.882943142       0.296821661  -2.97466     1.000000
11684 LAIDAU  ( -1)       0.789025797       0.046735662  16.88274    -6.874491
11682 PIDAU   (  0)      -0.482131460       0.169109909  -2.85099     1.155817

SE of equation            =     0.347314854
Sum of squared residuals  =  17.2497479       0.279483103E-10
Average absolute error    =     0.213519954
Sum of ABS residuals      =  31.1739132    
R squared                 =   0.74191
Durbin-Watson statistic   =   2.19990
SMPL and No. Obs.         = 1976.3   2012.4    146

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.3!     *  +                             !!           .0 .  .           !
 1976.4!     * +                              !!           .0 .  .           !
 1977.1!      +    *                          !!           .  .  .0          !
 1977.2!         * +                          !!           . 0.  .           !
 1977.3!         *+                           !!           . 0.  .           !
 1977.4!  *       +                           !!        0  .  .  .           !
 1978.1!   * +                                !!           . 0.  .           !
 1978.2!   *  +                               !!           .0 .  .           !
 1978.3!  *  +                                !!           .0 .  .           !
 1978.4!     +   *                            !!           .  .  0           !
 1979.1!        * +                           !!           .0 .  .           !
 1979.2!        *+                            !!           . 0.  .           !
 1979.3!       * +                            !!           .0 .  .           !
 1979.4!        *+                            !!           . 0.  .           !
 1980.1!       * +                            !!           .0 .  .           !
 1980.2!        *+                            !!           .  0  .           !
 1980.3!          +                           !!           .  0  .           !
 1980.4!         * +                          !!           .0 .  .           !
 1981.1!       *  +                           !!           0  .  .           !
 1981.2!     *  +                             !!           0  .  .           !
 1981.3*       +                              !!       0   .  .  .           !
 1981.4!  +    *                              !!           .  .  .0          !
 1982.1!        + *                           !!           .  . 0.           !
 1982.2!          +*                          !!           .  .0 .           !
 1982.3!          *+                          !!           . 0.  .           !
 1982.4!          +*                          !!           .  0  .           !
 1983.1!        *  +                          !!           .0 .  .           !
 1983.2!         + *                          !!           .  . 0.           !
 1983.3!          *+                          !!           . 0.  .           !
 1983.4!          +*                          !!           .  .0 .           !
 1984.1!         * +                          !!           . 0.  .           !
 1984.2!          +                           !!           .  0  .           !
 1984.3!          +*                          !!           .  .0 .           !
 1984.4!         * +                          !!           .0 .  .           !
 1985.1!        +                             !!           .  0  .           !
 1985.2!        +  *                          !!           .  . 0.           !
 1985.3!         *+                           !!           . 0.  .           !
 1985.4!        * +                           !!           . 0.  .           !
 1986.1!         +  *                         !!           .  .  0           !
 1986.2!           * +                        !!           . 0.  .           !
 1986.3!            +                         !!           .  0  .           !
 1986.4!            *+                        !!           . 0.  .           !
 1987.1!              + *                     !!           .  . 0.           !
 1987.2!              *  +                    !!           0  .  .           !
 1987.3!              *+                      !!           . 0.  .           !
 1987.4!              *+                      !!           .  0  .           !
 1988.1!               +*                     !!           .  .0 .           !
 1988.2!             *  +                     !!           .0 .  .           !
 1988.3!             +                        !!           . 0.  .           !
 1988.4!             +*                       !!           .  0  .           !
 1989.1!              +   *                   !!           .  .  .0          !
 1989.2!                *+                    !!           . 0.  .           !
 1989.3!               +*                     !!           .  .0 .           !
 1989.4!                + *                   !!           .  . 0.           !
 1990.1!                  +        *          !!           .  .  .    0      !
 1990.2!                      *  +            !!           0  .  .           !
 1990.3!                  *  +                !!           .0 .  .           !
 1990.4!                  +                   !!           . 0.  .           !
 1991.1!                  +     *             !!           .  .  . 0         !
 1991.2!               *      +               !!        0  .  .  .           !
 1991.3!                +                     !!           .  0  .           !
 1991.4!               * +                    !!           .0 .  .           !
 1992.1!                +   *                 !!           .  .  .0          !
 1992.2!                    +                 !!           .  0  .           !
 1992.3!                   *+                 !!           . 0.  .           !
 1992.4!                   +                  !!           .  0  .           !
 1993.1!                   +  *               !!           .  . 0.           !
 1993.2!                     +                !!           .  0  .           !
 1993.3!                    *+                !!           .  0  .           !
 1993.4!                    +                 !!           .  0  .           !
 1994.1!                    +  *              !!           .  .  0           !
 1994.2!                     *+               !!           . 0.  .           !
 1994.3!                    +*                !!           .  0  .           !
 1994.4!                     +*               !!           .  .0 .           !
 1995.1!                      +*              !!           .  .0 .           !
 1995.2!                      *+              !!           . 0.  .           !
 1995.3!                     *+               !!           . 0.  .           !
 1995.4!                     +*               !!           .  0  .           !
 1996.1!                      +               !!           .  0  .           !
 1996.2!                     *+               !!           . 0.  .           !
 1996.3!                     +*               !!           .  0  .           !
 1996.4!                     *+               !!           . 0.  .           !
 1997.1!                     + *              !!           .  . 0.           !
 1997.2!                     *+               !!           . 0.  .           !
 1997.3!                  * +                 !!           .0 .  .           !
 1997.4!                 *+                   !!           . 0.  .           !
 1998.1!                 +*                   !!           .  .0 .           !
 1998.2!                   +                  !!           .  0  .           !
 1998.3!                   +*                 !!           .  .0 .           !
 1998.4!                   *+                 !!           . 0.  .           !
 1999.1!                    +                 !!           .  0  .           !
 1999.2!                   *+                 !!           . 0.  .           !
 1999.3!                   +                  !!           .  0  .           !
 1999.4!                 * +                  !!           .0 .  .           !
 2000.1!                 + *                  !!           .  .0 .           !
 2000.2!                  *+                  !!           .  0  .           !
 2000.3!                  *+                  !!           . 0.  .           !
 2000.4!                  +*                  !!           .  .0 .           !
 2001.1!                   +*                 !!           .  .0 .           !
 2001.2!                   *+                 !!           . 0.  .           !
 2001.3!                   +                  !!           .  0  .           !
 2001.4!                 *  +                 !!           .0 .  .           !
 2002.1!                  + *                 !!           .  . 0.           !
 2002.2!                   *+                 !!           . 0.  .           !
 2002.3!                   *+                 !!           .  0  .           !
 2002.4!                  * +                 !!           .0 .  .           !
 2003.1!                   +*                 !!           .  .0 .           !
 2003.2!                    +                 !!           . 0.  .           !
 2003.3!                    +                 !!           .  0  .           !
 2003.4!                   *+                 !!           . 0.  .           !
 2004.1!                   +                  !!           .  0  .           !
 2004.2!                  * +                 !!           .0 .  .           !
 2004.3!                  +*                  !!           .  0  .           !
 2004.4!                  *+                  !!           . 0.  .           !
 2005.1!                   +*                 !!           .  0  .           !
 2005.2!                   *+                 !!           . 0.  .           !
 2005.3!                  *+                  !!           .  0  .           !
 2005.4!                 *+                   !!           . 0.  .           !
 2006.1!                 +                    !!           .  0  .           !
 2006.2!                *+                    !!           . 0.  .           !
 2006.3!                +*                    !!           .  0  .           !
 2006.4!               * +                    !!           . 0.  .           !
 2007.1!                +                     !!           .  0  .           !
 2007.2!                 +                    !!           .  .0 .           !
 2007.3!                 +*                   !!           .  .0 .           !
 2007.4!                  +                   !!           .  0  .           !
 2008.1!                  +                   !!           .  0  .           !
 2008.2!                 + *                  !!           .  .0 .           !
 2008.3!                   +*                 !!           .  .0 .           !
 2008.4!                    +                 *!           .  .  .           0
 2009.1!                       *          +   !!    0      .  .  .           !
 2009.2!                      +  *            !!           .  . 0.           !
 2009.3!                       *+             !!           . 0.  .           !
 2009.4!                      +*              !!           .  .0 .           !
 2010.1!                   * +                !!           .0 .  .           !
 2010.2!                  +*                  !!           .  0  .           !
 2010.3!                  +          *        !!           .  .  .      0    !
 2010.4!                          +           *!           .  .  .      0    !
 2011.1!                                +   * !!           .  .  0           !
 2011.2!                    *         +       !!      0    .  .  .           !
 2011.3!                  +  *                !!           .  . 0.           !
 2011.4!                   +*                 !!           .  .0 .           !
 2012.1!                  +  *                !!           .  . 0.           !
 2012.2!                  + *                 !!           .  . 0.           !
 2012.3!                   +   *              !!           .  .  0           !
 2012.4!                    +                 !!           .  0  .           !


     12.33 percent of the residuals exceed 1 SE
      6.16 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAAU=MAPX$Q/AUPMM;                                                     
 GENR LAAMAAU=LOG(AAMAAU+.00001);                                             
 GENR LAMAAU=LOG(AMAAU+.00001);                                               
 LHS AAMAAU=EXP(LAAMAAU)-.00001;                                              
  EQ  200 LAAMAAU C LAMAAU(-1) PMAAU;                                         
EQUATION 426  LAAMAAU  
   RHS     C  LAMAAU(-1)  PMAAU  
 SMPL 1979.1 2012.4;                                                          
Sample period is now  1979.1 to  2012.4 Internally:   109 to   244
 OLS;EST  426 PLOT=0;END;                                                     

Equation number =  426
**********************

Dependent variable = LAAMAAU 

 1979.1 -   2012.4,    0 missing obs.,  136 obs. used.

Mean of dependent variable       -7.241757547

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.569150080       0.210945622  -2.69809     1.000000
11687 LAMAAU  ( -1)       0.890286962       0.037548631  23.71024    -7.248977
11685 PMAAU   (  0)      -0.187863941       0.094082804  -1.99679     1.165404

SE of equation            =     0.293781558
Sum of squared residuals  =  11.4789113      -0.319841931E-10
Average absolute error    =     0.224259739
Sum of ABS residuals      =  30.4993246    
R squared                 =   0.90512
Durbin-Watson statistic   =   2.42136
SMPL and No. Obs.         = 1979.1   2012.4    136

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.1!    * +                               !!        .  0  .     .        !
 1979.2!   * +                                !!        .  0  .     .        !
 1979.3!  * +                                 !!        .  0  .     .        !
 1979.4!  *+                                  !!        .    0.     .        !
 1980.1!   +                                  !!        .    0.     .        !
 1980.2*    +                                 !!      0 .     .     .        !
 1980.3! +    *                               !!        .     .     .    0   !
 1980.4!  *    +                              !!      0 .     .     .        !
 1981.1!   + *                                !!        .     .  0  .        !
 1981.2!   * +                                !!        .  0  .     .        !
 1981.3!   +                                  !!        .     0     .        !
 1981.4! *  +                                 !!        .0    .     .        !
 1982.1!  +*                                  !!        .     .  0  .        !
 1982.2!*  +                                  !!       0.     .     .        !
 1982.3! +*                                   !!        .     .  0  .        !
 1982.4!   +                                  !!        .     0     .        !
 1983.1!*   +                                 !!      0 .     .     .        !
 1983.2! +*                                   !!        .     . 0   .        !
 1983.3!   +*                                 !!        .     .  0  .        !
 1983.4!    +  *                              !!        .     .   0 .        !
 1984.1!    * +                               !!        .0    .     .        !
 1984.2*   +                                  !!       0.     .     .        !
 1984.3+   *                                  !!        .     .     0        !
 1984.4!   +   *                              !!        .     .     . 0      !
 1985.1!       +                              !!        .     . 0   .        !
 1985.2!      *+                              !!        .  0  .     .        !
 1985.3!      +  *                            !!        .     .    0.        !
 1985.4!         +                            !!        .     0     .        !
 1986.1!      *   +                           !!      0 .     .     .        !
 1986.2!      * +                             !!        .  0  .     .        !
 1986.3!        + *                           !!        .     .   0 .        !
 1986.4!            +                         !!        .     0     .        !
 1987.1!            *+                        !!        .    0.     .        !
 1987.2!           * +                        !!        .0    .     .        !
 1987.3!            +*                        !!        .     .  0  .        !
 1987.4!              +*                      !!        .     .0    .        !
 1988.1!            *   +                     !!        0     .     .        !
 1988.2!           *  +                       !!        . 0   .     .        !
 1988.3!            +     *                   !!        .     .     .   0    !
 1988.4!                  +                   !!        .    0.     .        !
 1989.1!             *    +                   !!     0  .     .     .        !
 1989.2!              + *                     !!        .     .  0  .        !
 1989.3!                 +  *                 !!        .     .     0        !
 1989.4!                    +*                !!        .     .0    .        !
 1990.1!                    *+                !!        .   0 .     .        !
 1990.2!                     +                !!        .    0.     .        !
 1990.3!                  *  +                !!        .0    .     .        !
 1990.4!                   + *                !!        .     .   0 .        !
 1991.1!                      +               !!        .     .0    .        !
 1991.2!                       +              !!        .     0     .        !
 1991.3!                       +  *           !!        .     .    0.        !
 1991.4!                        * +           !!        .  0  .     .        !
 1992.1!                        +             !!        .     0     .        !
 1992.2!                        +             !!        .     0     .        !
 1992.3!                         +            !!        .     .0    .        !
 1992.4!                         +*           !!        .     . 0   .        !
 1993.1!                         *+           !!        .   0 .     .        !
 1993.2!                       * +            !!        .0    .     .        !
 1993.3!                       +     *        !!        .     .     .     0  !
 1993.4!                           * +        !!        . 0   .     .        !
 1994.1!                         *+           !!        .  0  .     .        !
 1994.2!                         +*           !!        .     .  0  .        !
 1994.3!                          +           !!        .     0     .        !
 1994.4!                        *+            !!        .  0  .     .        !
 1995.1!                       *+             !!        .    0.     .        !
 1995.2!                      *+              !!        .    0.     .        !
 1995.3!                      +  *            !!        .     .    0.        !
 1995.4!                      *  +            !!        .0    .     .        !
 1996.1!                      +*              !!        .     . 0   .        !
 1996.2!                       +              !!        .     .0    .        !
 1996.3!                       +              !!        .     0     .        !
 1996.4!                       +              !!        .    0.     .        !
 1997.1!                      +               !!        .    0.     .        !
 1997.2!                     *+               !!        .   0 .     .        !
 1997.3!                   * +                !!        . 0   .     .        !
 1997.4!                   +  *               !!        .     .    0.        !
 1998.1!                      +*              !!        .     . 0   .        !
 1998.2!                      *+              !!        .   0 .     .        !
 1998.3!                     *+               !!        .  0  .     .        !
 1998.4!                     +*               !!        .     . 0   .        !
 1999.1!                   *  +               !!        0     .     .        !
 1999.2!                   +  *               !!        .     .     0        !
 1999.3!                      +    *          !!        .     .     .  0     !
 1999.4!                       *  +           !!        .0    .     .        !
 2000.1!                       +*             !!        .     . 0   .        !
 2000.2!                    *   +             !!       0.     .     .        !
 2000.3!                    +     *           !!        .     .     .     0  !
 2000.4!                         +*           !!        .     .0    .        !
 2001.1!                     *   +            !!      0 .     .     .        !
 2001.2!                    +      *          !!        .     .     .     0  !
 2001.3!                          +  *        !!        .     .     0        !
 2001.4!                            +       * !!        .     .     .        0
 2002.1!                                  +  *!!        .     .     .0       !
 2002.2!                                *  +  !!        0     .     .        !
 2002.3!                              *+      !!        .   0 .     .        !
 2002.4!                             +    *   !!        .     .     .   0    !
 2003.1!                              *  +    !!        0     .     .        !
 2003.2!                             +    *   !!        .     .     .   0    !
 2003.3!                                 +   *!!        .     .     . 0      !
 2003.4!                                *   + !!       0.     .     .        !
 2004.1!                               +      *!        .     .     .      0 !
 2004.2!                              *     + !!   0    .     .     .        !
 2004.3!                             +        !!        .     0     .        !
 2004.4!                            +  *      !!        .     .     0        !
 2005.1!                               +*     !!        .     . 0   .        !
 2005.2!                              *+      !!        .   0 .     .        !
 2005.3!                             +        !!        .     .0    .        !
 2005.4!                             +      * !!        .     .     .       0!
 2006.1!                                 * +  !!        . 0   .     .        !
 2006.2!                                +*    !!        .     .  0  .        !
 2006.3!                              * +     !!        . 0   .     .        !
 2006.4!                             +    *   !!        .     .     . 0      !
 2007.1!                        *       +     !0        .     .     .        !
 2007.2!                      * +             !!        . 0   .     .        !
 2007.3!                     * +              !!        .  0  .     .        !
 2007.4!                     +                !!        .    0.     .        !
 2008.1!                     +                !!        .   0 .     .        !
 2008.2!                     + *              !!        .     .   0 .        !
 2008.3!                       +   *          !!        .     .     .0       !
 2008.4!                     *     +          !!   0    .     .     .        !
 2009.1!                     +*               !!        .     .0    .        !
 2009.2!                  *   +               !!       0.     .     .        !
 2009.3!                *  +                  !!        .0    .     .        !
 2009.4!                 +*                   !!        .     .0    .        !
 2010.1!                   +                  !!        .     0     .        !
 2010.2!                   + *                !!        .     .  0  .        !
 2010.3!                  *  +                !!        0     .     .        !
 2010.4!                   +                  !!        .     .0    .        !
 2011.1!                   *+                 !!        .    0.     .        !
 2011.2!                    +   *             !!        .     .     . 0      !
 2011.3!                        +             !!        .     0     .        !
 2011.4!                      * +             !!        .0    .     .        !
 2012.1!               *      +               !!0       .     .     .        !
 2012.2!                +                     !!        .     0     .        !
 2012.3!                + *                   !!        .     .  0  .        !
 2012.4!               *  +                   !!        0     .     .        !


     27.94 percent of the residuals exceed 1 SE
      6.62 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPAAU=PAPX$Q/AUPMM;                                                     
 GENR LAAPAAU=LOG(AAPAAU+.00001);                                             
 GENR LAPAAU=LOG(APAAU+.00001);                                               
 LHS AAPAAU=EXP(LAAPAAU)-.00001;                                              
  EQ  201 LAAPAAU C LAPAAU(-1) PPAAU;                                         
EQUATION 427  LAAPAAU  
   RHS     C  LAPAAU(-1)  PPAAU  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  427 PLOT=0;END;                                                     

Equation number =  427
**********************

Dependent variable = LAAPAAU 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -8.280816766

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.404133864       0.409536470  -5.87038     1.000000
11690 LAPAAU  ( -1)       0.629367490       0.059049657  10.65828    -8.279957
11688 PPAAU   (  0)      -0.497123035       0.112956399  -4.40102     1.338798

SE of equation            =     0.312699921
Sum of squared residuals  =  15.5472173       0.213903562E-09
Average absolute error    =     0.232427648
Sum of ABS residuals      =  37.6532789    
R squared                 =   0.67342
Durbin-Watson statistic   =   2.20534
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!       *                +             !0          .   .   .          !
 1972.4!             +        *               !!          .   .   .   0      !
 1973.1!                     *+               !!          .  0.   .          !
 1973.2!         *          +                 !!     0    .   .   .          !
 1973.3*            +                         !!   0      .   .   .          !
 1973.4!    +*                                !!          .   .0  .          !
 1974.1!   *  +                               !!          . 0 .   .          !
 1974.2!       +  *                           !!          .   . 0 .          !
 1974.3!     *      +                         !!        0 .   .   .          !
 1974.4!           +                          !!          .   .0  .          !
 1975.1!             *  +                     !!          . 0 .   .          !
 1975.2!             *   +                    !!          .0  .   .          !
 1975.3!                +  *                  !!          .   .  0.          !
 1975.4!                    +  *              !!          .   .  0.          !
 1976.1!                  *    +              !!          0   .   .          !
 1976.2!          *        +                  !!      0   .   .   .          !
 1976.3!             +*                       !!          .   .0  .          !
 1976.4!                +                     !!          .   0   .          !
 1977.1!          *     +                     !!        0 .   .   .          !
 1977.2!            +                         !!          .   0   .          !
 1977.3!            * +                       !!          . 0 .   .          !
 1977.4!               +   *                  !!          .   .   0          !
 1978.1!            *      +                  !!        0 .   .   .          !
 1978.2!               +*                     !!          .   .0  .          !
 1978.3!                +*                    !!          .   .0  .          !
 1978.4!             *   +                    !!          0   .   .          !
 1979.1!           *   +                      !!          .0  .   .          !
 1979.2!             +*                       !!          .   .0  .          !
 1979.3!               +  *                   !!          .   . 0 .          !
 1979.4!                  + *                 !!          .   . 0 .          !
 1980.1!                 *  +                 !!          .0  .   .          !
 1980.2!                * +                   !!          .  0.   .          !
 1980.3!                 +   *                !!          .   .  0.          !
 1980.4!                 *  +                 !!          . 0 .   .          !
 1981.1!                 +     *              !!          .   .   . 0        !
 1981.2!                   +*                 !!          .   .0  .          !
 1981.3!                +                     !!          .   0   .          !
 1981.4!               +   *                  !!          .   .   0          !
 1982.1!              *  +                    !!          . 0 .   .          !
 1982.2!               +*                     !!          .   . 0 .          !
 1982.3!            *   +                     !!          .0  .   .          !
 1982.4!             +      *                 !!          .   .   . 0        !
 1983.1!                   +    *             !!          .   .   .0         !
 1983.2!                    *+                !!          .  0.   .          !
 1983.3!             *    +                   !!          0   .   .          !
 1983.4!             +     *                  !!          .   .   .0         !
 1984.1!               * +                    !!          . 0 .   .          !
 1984.2!              +            *          !!          .   .   .       0  !
 1984.3!               *     +                !!         0.   .   .          !
 1984.4!              +     *                 !!          .   .   .0         !
 1985.1!             *    +                   !!         0.   .   .          !
 1985.2!            * +                       !!          . 0 .   .          !
 1985.3!             *+                       !!          .  0.   .          !
 1985.4!               +    *                 !!          .   .   0          !
 1986.1!            *       +                 !!        0 .   .   .          !
 1986.2!               +       *              !!          .   .   .  0       !
 1986.3!                  *  +                !!          . 0 .   .          !
 1986.4!                  +     *             !!          .   .   .0         !
 1987.1!                      +  *            !!          .   . 0 .          !
 1987.2!                       +            * !!          .   .   .      0   !
 1987.3!                              *+      !!          .  0.   .          !
 1987.4!                           +      *   !!          .   .   . 0        !
 1988.1!                             *+       !!          .   0   .          !
 1988.2!                           +   *      !!          .   .   0          !
 1988.3!                       *    +         !!         0.   .   .          !
 1988.4!                       +*             !!          .   .0  .          !
 1989.1!                        +*            !!          .   0   .          !
 1989.2!                         + *          !!          .   .  0.          !
 1989.3!                       *  +           !!          .0  .   .          !
 1989.4!                       +    *         !!          .   .   0          !
 1990.1!                          +   *       !!          .   .  0.          !
 1990.2!                            +     *   !!          .   .   .0         !
 1990.3!                               +*     !!          .   0   .          !
 1990.4!                              +     * !!          .   .   .0         !
 1991.1!                                 +   *!!          .   .  0.          !
 1991.2!                                 +    *!          .   .   0          !
 1991.3!                              *   +   !!          .0  .   .          !
 1991.4!                             +      * !!          .   .   . 0        !
 1992.1!                                 +  * !!          .   .  0.          !
 1992.2!                                 +  * !!          .   . 0 .          !
 1992.3!                                 +    !!          .   0   .          !
 1992.4!                                +*    !!          .   .0  .          !
 1993.1!                               +  *   !!          .   .  0.          !
 1993.2!                                +*    !!          .   .0  .          !
 1993.3!                               +*     !!          .   .0  .          !
 1993.4!                               +    * !!          .   .   0          !
 1994.1!                                 +*   !!          .   .0  .          !
 1994.2!                                + *   !!          .   . 0 .          !
 1994.3!                                +*    !!          .   .0  .          !
 1994.4!                               +  *   !!          .   . 0 .          !
 1995.1!                             *+       !!          .  0.   .          !
 1995.2!                            +     *   !!          .   .   .0         !
 1995.3!                       *       +      !!       0  .   .   .          !
 1995.4!                        +  *          !!          .   . 0 .          !
 1996.1!                           +*         !!          .   .0  .          !
 1996.2!                           +  *       !!          .   .  0.          !
 1996.3!                        *   +         !!          .0  .   .          !
 1996.4!                         +  *         !!          .   . 0 .          !
 1997.1!                           +*         !!          .   .0  .          !
 1997.2!                           +          !!          .   0   .          !
 1997.3!                  *     +             !!         0.   .   .          !
 1997.4!                   +  *               !!          .   . 0 .          !
 1998.1!                      + *             !!          .   .  0.          !
 1998.2!                       *+             !!          .  0.   .          !
 1998.3!                      +               !!          .   0   .          !
 1998.4!                       +*             !!          .   .0  .          !
 1999.1!                        +*            !!          .   .0  .          !
 1999.2!                    *   +             !!          .0  .   .          !
 1999.3!                   * +                !!          . 0 .   .          !
 1999.4!                     + *              !!          .   . 0 .          !
 2000.1!                     *  +             !!          . 0 .   .          !
 2000.2!                      +  *            !!          .   . 0 .          !
 2000.3!                    *   +             !!          0   .   .          !
 2000.4!                   * +                !!          .  0.   .          !
 2001.1!                     +    *           !!          .   .   0          !
 2001.2!                        *+            !!          .  0.   .          !
 2001.3!                        +  *          !!          .   . 0 .          !
 2001.4!                          +   *       !!          .   .  0.          !
 2002.1!                            +  *      !!          .   .  0.          !
 2002.2!                            *+        !!          .  0.   .          !
 2002.3!                          * +         !!          .  0.   .          !
 2002.4!                           +*         !!          .   .0  .          !
 2003.1!                            +  *      !!          .   .  0.          !
 2003.2!                          *   +       !!          .0  .   .          !
 2003.3!                       *   +          !!          0   .   .          !
 2003.4!                         +*           !!          .   .0  .          !
 2004.1!                        *  +          !!          . 0 .   .          !
 2004.2!                         *+           !!          .  0.   .          !
 2004.3!                         *+           !!          .  0.   .          !
 2004.4!                        *  +          !!          .0  .   .          !
 2005.1!                          +*          !!          .   .0  .          !
 2005.2!                            +         !!          .   0   .          !
 2005.3!                        *   +         !!          0   .   .          !
 2005.4!                         +            !!          .   0   .          !
 2006.1!                         *+           !!          .  0.   .          !
 2006.2!                           +*         !!          .   .0  .          !
 2006.3!                         *   +        !!          .0  .   .          !
 2006.4!                         * +          !!          .  0.   .          !
 2007.1!                           +          !!          .   0   .          !
 2007.2!                            +         !!          .   0   .          !
 2007.3!                            *+        !!          .  0.   .          !
 2007.4!                           * +        !!          .  0.   .          !
 2008.1!                          * +         !!          . 0 .   .          !
 2008.2!                          * +         !!          .  0.   .          !
 2008.3!                         *  +         !!          .0  .   .          !
 2008.4!                          +*          !!          .   .0  .          !
 2009.1!             *             +          !!  0       .   .   .          !
 2009.2!                  *+                  !!          . 0 .   .          !
 2009.3!               *      +               !!       0  .   .   .          !
 2009.4!                 *  +                 !!          .0  .   .          !
 2010.1!                      +     *         !!          .   .   . 0        !
 2010.2!                          * +         !!          .  0.   .          !
 2010.3!                          +*          !!          .   0   .          !
 2010.4!                         * +          !!          .  0.   .          !
 2011.1!                         +*           !!          .   0   .          !
 2011.2!                          +*          !!          .   .0  .          !
 2011.3!                          +  *        !!          .   .  0.          !
 2011.4!                        *  +          !!          .0  .   .          !
 2012.1!                        +*            !!          .   .0  .          !
 2012.2!                        +             !!          .   0   .          !
 2012.3!                       *+             !!          .  0.   .          !
 2012.4!                      * +             !!          .  0.   .          !


     25.93 percent of the residuals exceed 1 SE
      4.94 percent of the residuals exceed 2 SE
@EQ   202 LAAPHAU C LAPHAU(-1) PPHAU;SMPL 1976.3 2012.4;OLS;EST  202 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHAU=THPX$Q/AUPMM;                                                     
 GENR LAATHAU=LOG(AATHAU+.00001);                                             
 GENR LATHAU=LOG(ATHAU+.00001);                                               
 LHS AATHAU=EXP(LAATHAU)-.00001;                                              
  EQ  203 LAATHAU C LATHAU(-1) PTHAU;                                         
EQUATION 428  LAATHAU  
   RHS     C  LATHAU(-1)  PTHAU  
 SMPL 1980.2 2012.4;                                                          
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
 OLS;EST  428 PLOT=0;END;                                                     

Equation number =  428
**********************

Dependent variable = LAATHAU 

 1980.2 -   2012.4,    0 missing obs.,  131 obs. used.

Mean of dependent variable       -6.745890613

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.440231996       0.231343509  -1.90294     1.000000
11693 LATHAU  ( -1)       0.798920435       0.047219344  16.91935    -6.757252
11691 PTHAU   (  0)      -0.800020925       0.254246666  -3.14663     1.133910

SE of equation            =     0.266315292
Sum of squared residuals  =  9.07825083       0.229594121E-11
Average absolute error    =     0.179978696
Sum of ABS residuals      =  23.5772092    
R squared                 =   0.85699
Durbin-Watson statistic   =   2.37840
SMPL and No. Obs.         = 1980.2   2012.4    131

Plot of actual(*) and fitted(+) values and residuals(0)


 1980.2!         *+                           !!          .  0.   .          !
 1980.3*           +                          !!0         .   .   .          !
 1980.4!  + *                                 !!          .   . 0 .          !
 1981.1!      +            *                  !!          .   .   .          0
 1981.2!           *     +                    !!       0  .   .   .          !
 1981.3*           +                          !! 0        .   .   .          !
 1981.4!   + *                                !!          .   .  0.          !
 1982.1!       *+                             !!          . 0 .   .          !
 1982.2!          +   *                       !!          .   .   0          !
 1982.3!         *     +                      !!       0  .   .   .          !
 1982.4!    *       +                         !!      0   .   .   .          !
 1983.1!       +                              !!          .   0   .          !
 1983.2!        +     *                       !!          .   .   . 0        !
 1983.3!   *          +                       !!   0      .   .   .          !
 1983.4!     +  *                             !!          .   .  0.          !
 1984.1!       *  +                           !!          .0  .   .          !
 1984.2!        +   *                         !!          .   .   0          !
 1984.3!            +   *                     !!          .   .   .0         !
 1984.4!       *        +                     !!    0     .   .   .          !
 1985.1!        +    *                        !!          .   .   .0         !
 1985.2!          *  +                        !!          0   .   .          !
 1985.3!            +     *                   !!          .   .   . 0        !
 1985.4!              *     +                 !!       0  .   .   .          !
 1986.1!                  +*                  !!          .   . 0 .          !
 1986.2!                     +                !!          .   0   .          !
 1986.3!                       +              !!          .   0   .          !
 1986.4!                    *   +             !!         0.   .   .          !
 1987.1!                     * +              !!          . 0 .   .          !
 1987.2!                       +              !!          .  0.   .          !
 1987.3!                         +  *         !!          .   .   0          !
 1987.4!                         *   +        !!         0.   .   .          !
 1988.1!                    *   +             !!          0   .   .          !
 1988.2!                     +*               !!          .   .0  .          !
 1988.3!                     +    *           !!          .   .   .0         !
 1988.4!                       * +            !!          . 0 .   .          !
 1989.1!                      +  *            !!          .   .   0          !
 1989.2!                        +             !!          .   0   .          !
 1989.3!                       +    *         !!          .   .   . 0        !
 1989.4!                          +*          !!          .   0   .          !
 1990.1!                          + *         !!          .   . 0 .          !
 1990.2!                          *+          !!          .  0.   .          !
 1990.3!                            +         !!          .   0   .          !
 1990.4!                              +*      !!          .   . 0 .          !
 1991.1!                                *+    !!          .  0.   .          !
 1991.2!                                +     !!          .   0   .          !
 1991.3!                                +*    !!          .   .0  .          !
 1991.4!                                 +    !!          .   0   .          !
 1992.1!                             *   +    !!          0   .   .          !
 1992.2!                              +       !!          .   0   .          !
 1992.3!                               + *    !!          .   .  0.          !
 1992.4!                                 + *  !!          .   . 0 .          !
 1993.1!                                 *+   !!          .  0.   .          !
 1993.2!                                 +  * !!          .   .   0          !
 1993.3!                                  *+  !!          .   0   .          !
 1993.4!                                 +*   !!          .   .0  .          !
 1994.1!                                 +    !!          .   .0  .          !
 1994.2!                                +*    !!          .   .0  .          !
 1994.3!                                 +*   !!          .   .0  .          !
 1994.4!                                *+    !!          . 0 .   .          !
 1995.1!                              * +     !!          . 0 .   .          !
 1995.2!                            * +       !!          .0  .   .          !
 1995.3!                          * +         !!          . 0 .   .          !
 1995.4!                           +*         !!          .   0   .          !
 1996.1!                           +          !!          .  0.   .          !
 1996.2!                         *+           !!          .  0.   .          !
 1996.3!                         + *          !!          .   . 0 .          !
 1996.4!                           + *        !!          .   . 0 .          !
 1997.1!                           +          !!          .   0   .          !
 1997.2!                         +  *         !!          .   .   0          !
 1997.3!                          +   *       !!          .   .   0          !
 1997.4!                            +   *     !!          .   .   0          !
 1998.1!                          *   +       !!          0   .   .          !
 1998.2!                           + *        !!          .   .  0.          !
 1998.3!                            +*        !!          .   .0  .          !
 1998.4!                             +   *    !!          .   .   0          !
 1999.1!                         *     +      !!       0  .   .   .          !
 1999.2!                         +*           !!          .   .0  .          !
 1999.3!                          +   *       !!          .   .   0          !
 1999.4!                             *+       !!          .  0.   .          !
 2000.1!                           *+         !!          .  0.   .          !
 2000.2!                          +*          !!          .   0   .          !
 2000.3!                          + *         !!          .   . 0 .          !
 2000.4!                           +*         !!          .   .0  .          !
 2001.1!                           +*         !!          .   .0  .          !
 2001.2!                           + *        !!          .   . 0 .          !
 2001.3!                            +*        !!          .   0   .          !
 2001.4!                            + *       !!          .   . 0 .          !
 2002.1!                             +        !!          .   0   .          !
 2002.2!                           * +        !!          . 0 .   .          !
 2002.3!                           +  *       !!          .   .  0.          !
 2002.4!                             *+       !!          .  0.   .          !
 2003.1!                             +        !!          .   0   .          !
 2003.2!                              +*      !!          .   .0  .          !
 2003.3!                               +      !!          .   0   .          !
 2003.4!                               *+     !!          .  0.   .          !
 2004.1!                             *  +     !!          .0  .   .          !
 2004.2!                              +*      !!          .   .0  .          !
 2004.3!                                +  *  !!          .   .  0.          !
 2004.4!                                   +  !!          .   0   .          !
 2005.1!                                  *+  !!          .  0.   .          !
 2005.2!                                  +   !!          .   0   .          !
 2005.3!                                  +*  !!          .   . 0 .          !
 2005.4!                                 *+   !!          . 0 .   .          !
 2006.1!                                + *   !!          .   .0  .          !
 2006.2!                                 + *  !!          .   . 0 .          !
 2006.3!                                  +*  !!          .   .0  .          !
 2006.4!                                   + *!!          .   . 0 .          !
 2007.1!                                    + !!          .   0   .          !
 2007.2!                                   +  *!          .   .  0.          !
 2007.3!                                    *+!!          .  0.   .          !
 2007.4!                                  * + !!          . 0 .   .          !
 2008.1!                                  +   !!          .   0   .          !
 2008.2!                                 * +  !!          .  0.   .          !
 2008.3!                                 +*   !!          .   .0  .          !
 2008.4!                               * +    !!          .0  .   .          !
 2009.1!                              +       !!          .   0   .          !
 2009.2!                              +       !!          .   .0  .          !
 2009.3!                            * +       !!          . 0 .   .          !
 2009.4!                          * +         !!          .0  .   .          !
 2010.1!                          +           !!          .   .0  .          !
 2010.2!                          +  *        !!          .   .   0          !
 2010.3!                            +         !!          .   0   .          !
 2010.4!                           +*         !!          .   .0  .          !
 2011.1!                          * +         !!          . 0 .   .          !
 2011.2!                          + *         !!          .   .0  .          !
 2011.3!                           +*         !!          .   0   .          !
 2011.4!                         * +          !!          . 0 .   .          !
 2012.1!                         +   *        !!          .   .   0          !
 2012.2!                           +*         !!          .   .0  .          !
 2012.3!                          +  *        !!          .   .   0          !
 2012.4!                           *+         !!          . 0 .   .          !


     22.90 percent of the residuals exceed 1 SE
      4.58 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHAU=CHPX$Q/AUPMM;                                                     
 GENR LAACHAU=LOG(AACHAU+.00001);                                             
 GENR LACHAU=LOG(ACHAU+.00001);                                               
 LHS AACHAU=EXP(LAACHAU)-.00001;                                              
  EQ  204 LAACHAU C LACHAU(-1) PCHAU;                                         
EQUATION 429  LAACHAU  
   RHS     C  LACHAU(-1)  PCHAU  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  429 PLOT=0;END;                                                     

Equation number =  429
**********************

Dependent variable = LAACHAU 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.842622334

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.073990943       0.151402321   0.48870     1.000000
11696 LACHAU  ( -1)       0.942410911       0.027253367  34.57961    -5.863222
11694 PCHAU   (  0)      -0.337160618       0.170443906  -1.97813     1.159828

SE of equation            =     0.266193720
Sum of squared residuals  =  8.71566889       0.372768483E-11
Average absolute error    =     0.188205607
Sum of ABS residuals      =  23.7139065    
R squared                 =   0.94998
Durbin-Watson statistic   =   2.68119
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!          * +                         !!          . 0 .   .          !
 1981.4!       *  +                           !!         0.   .   .          !
 1982.1*       +                              !!  0       .   .   .          !
 1982.2+  *                                   !!          .   .   0          !
 1982.3!  +   *                               !!          .   .   . 0        !
 1982.4!    * +                               !!          .0  .   .          !
 1983.1!   *+                                 !!          . 0 .   .          !
 1983.2!   +   *                              !!          .   .   . 0        !
 1983.3!       +*                             !!          .   . 0 .          !
 1983.4!        +                             !!          .   0   .          !
 1984.1!     * +                              !!          .0  .   .          !
 1984.2!     +    *                           !!          .   .   .   0      !
 1984.3!     *    +                           !!       0  .   .   .          !
 1984.4!     +    *                           !!          .   .   .   0      !
 1985.1!       * +                            !!          .0  .   .          !
 1985.2!      +                               !!          .  0.   .          !
 1985.3!      +*                              !!          .   . 0 .          !
 1985.4!       +*                             !!          .   . 0 .          !
 1986.1!   *     +                            !!    0     .   .   .          !
 1986.2!   + *                                !!          .   .  0.          !
 1986.3!     *+                               !!          . 0 .   .          !
 1986.4!      + *                             !!          .   .   0          !
 1987.1!       * +                            !!          .0  .   .          !
 1987.2!        + *                           !!          .   . 0 .          !
 1987.3!          +                           !!          .   0   .          !
 1987.4!            +*                        !!          .   . 0 .          !
 1988.1!           *  +                       !!          0   .   .          !
 1988.2!            +*                        !!          .   . 0 .          !
 1988.3!           * +                        !!          0   .   .          !
 1988.4!          *+                          !!          .0  .   .          !
 1989.1!     *    +                           !!      0   .   .   .          !
 1989.2!      +*                              !!          .   . 0 .          !
 1989.3!        +*                            !!          .   .0  .          !
 1989.4!        * +                           !!          . 0 .   .          !
 1990.1!         +                            !!          .   0   .          !
 1990.2!          +*                          !!          .   .0  .          !
 1990.3!            +                         !!          .   0   .          !
 1990.4!              +*                      !!          .   .  0.          !
 1991.1!            *   +                     !!       0  .   .   .          !
 1991.2!             +                        !!          .   0   .          !
 1991.3!             +  *                     !!          .   .  0.          !
 1991.4!              *  +                    !!         0.   .   .          !
 1992.1!           *   +                      !!        0 .   .   .          !
 1992.2!            + *                       !!          .   .  0.          !
 1992.3!               +                      !!          .  0.   .          !
 1992.4!                + *                   !!          .   .  0.          !
 1993.1!                  +                   !!          .   0   .          !
 1993.2!                 * +                  !!          . 0 .   .          !
 1993.3!                  + *                 !!          .   .   0          !
 1993.4!                     +*               !!          .   .0  .          !
 1994.1!                   *  +               !!          0   .   .          !
 1994.2!                   *+                 !!          .  0.   .          !
 1994.3!                    +*                !!          .   .0  .          !
 1994.4!                     +  *             !!          .   .   0          !
 1995.1!                  *      +            !!    0     .   .   .          !
 1995.2!                   + *                !!          .   .  0.          !
 1995.3!                      +*              !!          .   .0  .          !
 1995.4!                       +              !!          .  0.   .          !
 1996.1!                  *    +              !!      0   .   .   .          !
 1996.2!                  +  *                !!          .   .  0.          !
 1996.3!                     +*               !!          .   .0  .          !
 1996.4!                       +              !!          .   0   .          !
 1997.1!                   *   +              !!         0.   .   .          !
 1997.2!                    + *               !!          .   .   0          !
 1997.3!                      +*              !!          .   . 0 .          !
 1997.4!                       +*             !!          .   0   .          !
 1998.1!                     * +              !!         0.   .   .          !
 1998.2!                     +                !!          .   0   .          !
 1998.3!                     + *              !!          .   .  0.          !
 1998.4!                       + *            !!          .   . 0 .          !
 1999.1!                      *  +            !!          0   .   .          !
 1999.2!                      +*              !!          .   .0  .          !
 1999.3!                       +*             !!          .   . 0 .          !
 1999.4!                        +*            !!          .   .0  .          !
 2000.1!                         +            !!          .   0   .          !
 2000.2!                       *+             !!          . 0 .   .          !
 2000.3!                       +        *     !!          .   .   .          0
 2000.4!                        *      +      !!   0      .   .   .          !
 2001.1!                        +  *          !!          .   .   .0         !
 2001.2!                         *+           !!          . 0 .   .          !
 2001.3!                        +*            !!          .   . 0 .          !
 2001.4!                         +*           !!          .   .0  .          !
 2002.1!                         +  *         !!          .   .   .0         !
 2002.2!                           *+         !!          .  0.   .          !
 2002.3!                           + *        !!          .   . 0 .          !
 2002.4!                            + *       !!          .   .  0.          !
 2003.1!                              +       !!          .   0   .          !
 2003.2!                             *+       !!          .  0.   .          !
 2003.3!                             +*       !!          .   .0  .          !
 2003.4!                              +   *   !!          .   .   . 0        !
 2004.1!                              *   +   !!         0.   .   .          !
 2004.2!                              +*      !!          .   .0  .          !
 2004.3!                               +*     !!          .   .0  .          !
 2004.4!                                +     !!          .   0   .          !
 2005.1!                                +     !!          .   0   .          !
 2005.2!                                +     !!          .  0.   .          !
 2005.3!                                +     !!          .   0   .          !
 2005.4!                               +      !!          .   0   .          !
 2006.1!                              *+      !!          .  0.   .          !
 2006.2!                               +      !!          .   0   .          !
 2006.3!                               + *    !!          .   .  0.          !
 2006.4!                                 +    !!          .  0.   .          !
 2007.1!                                 +*   !!          .   . 0 .          !
 2007.2!                                  +   !!          .   .0  .          !
 2007.3!                                  + * !!          .   . 0 .          !
 2007.4!                                   *+ !!          .  0.   .          !
 2008.1!                                   +  !!          .   0   .          !
 2008.2!                                  *+  !!          .  0.   .          !
 2008.3!                                   +* !!          .   . 0 .          !
 2008.4!                                    +*!!          .   . 0 .          !
 2009.1!                                    + !!          .  0.   .          !
 2009.2!                                   +  !!          .   0   .          !
 2009.3!                                   +  !!          .  0.   .          !
 2009.4!                                   +* !!          .   .0  .          !
 2010.1!                                   *+ !!          .  0.   .          !
 2010.2!                                   +* !!          .   . 0 .          !
 2010.3!                                    +*!!          .   . 0 .          !
 2010.4!                                     +!!          .   0   .          !
 2011.1!                                   * +!!          .0  .   .          !
 2011.2!                                   +* !!          .   . 0 .          !
 2011.3!                                    + *!          .   .  0.          !
 2011.4!                                     *+!          .   0   .          !
 2012.1!                                   * +!!          .0  .   .          !
 2012.2!                                   +* !!          .   .  0.          !
 2012.3!                                    +*!!          .   . 0 .          !
 2012.4!                                    *+!!          .  0.   .          !


     21.43 percent of the residuals exceed 1 SE
      6.35 percent of the residuals exceed 2 SE
@@EQ  205 LAAARAU C LAARAU(-1) PARAU;SMPL 1996.2 2012.4;OLS;EST  205 PLOT=0;EN
@EQ   206 LAABRAU C LABRAU(-1) PBRAU;SMPL 1981.3 2012.4;OLS;EST  206 PLOT=0;EN
@@EQ  207 LAACEAU C LACEAU(-1) PCEAU;SMPL 1992.3 2012.4;OLS;EST  207 PLOT=0;EN
@@EQ  208 LAAMEAU C LAMEAU(-1) PMEAU;SMPL 1998.3 2012.4;OLS;EST  208 PLOT=0;EN
@@EQ  209 LAAPEAU C LAPEAU(-1) PPEAU;SMPL 2005.3 2012.4;OLS;EST  209 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTUAU=TUPX$/AUPMM;                                                      
 GENR LAATUAU=LOG(AATUAU+.00001);                                             
 GENR LATUAU=LOG(ATUAU+.00001);                                               
 LHS AATUAU=EXP(LAATUAU)-.00001;                                              
  EQ  210 LAATUAU C LATUAU(-1) PTUAU;                                         
EQUATION 430  LAATUAU  
   RHS     C  LATUAU(-1)  PTUAU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  430 PLOT=0;END;                                                     

Equation number =  430
**********************

Dependent variable = LAATUAU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.584779443

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.737713168       0.211336319  -3.49071     1.000000
11699 LATUAU  ( -1)       0.807657308       0.042999033  18.78315    -5.591105
11697 PTUAU   (  0)      -0.274940228       0.111024501  -2.47639     1.205243

SE of equation            =     0.249074561
Sum of squared residuals  =  11.4770554       0.122426513E-10
Average absolute error    =     0.178929603
Sum of ABS residuals      =  33.6387654    
R squared                 =   0.74140
Durbin-Watson statistic   =   2.54393
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*             +                        !!    0     .   .   .          !
 1966.2!  +  *                                !!          .   . 0 .          !
 1966.3!     * +                              !!          . 0 .   .          !
 1966.4!       +   *                          !!          .   .  0.          !
 1967.1!  *         +                         !!       0  .   .   .          !
 1967.2!    +     *                           !!          .   .   0          !
 1967.3!        *  +                          !!          . 0 .   .          !
 1967.4!         + *                          !!          .   . 0 .          !
 1968.1!    *      +                          !!         0.   .   .          !
 1968.2!     +   *                            !!          .   .  0.          !
 1968.3!      *  +                            !!          .0  .   .          !
 1968.4!       + *                            !!          .   . 0 .          !
 1969.1!      *   +                           !!          . 0 .   .          !
 1969.2!        +                             !!          .   .0  .          !
 1969.3!    *    +                            !!          0   .   .          !
 1969.4!      +     *                         !!          .   .   0          !
 1970.1!             +*                       !!          .   .0  .          !
 1970.2!   *          +                       !!      0   .   .   .          !
 1970.3! *   +                                !!          .0  .   .          !
 1970.4!    +   *                             !!          .   .  0.          !
 1971.1!       *  +                           !!          . 0 .   .          !
 1971.2!         +*                           !!          .   .0  .          !
 1971.3!         *  +                         !!          . 0 .   .          !
 1971.4*           +                          !!      0   .   .   .          !
 1972.1!   +  *                               !!          .   . 0 .          !
 1972.2!         +                            !!          .   0   .          !
 1972.3!        *  +                          !!          . 0 .   .          !
 1972.4!       *   +                          !!          .0  .   .          !
 1973.1!         +   *                        !!          .   . 0 .          !
 1973.2!           *   +                      !!          .0  .   .          !
 1973.3!   *         +                        !!      0   .   .   .          !
 1973.4!    * +                               !!          . 0 .   .          !
 1974.1!      +  *                            !!          .   . 0 .          !
 1974.2!     *     +                          !!          0   .   .          !
 1974.3!        +    *                        !!          .   .   0          !
 1974.4!      *        +                      !!        0 .   .   .          !
 1975.1!         +        *                   !!          .   .   . 0        !
 1975.2!                *  +                  !!          . 0 .   .          !
 1975.3!            *    +                    !!          0   .   .          !
 1975.4!  *           +                       !!      0   .   .   .          !
 1976.1!      +  *                            !!          .   .  0.          !
 1976.2!         * +                          !!          . 0 .   .          !
 1976.3!           +                          !!          .   0   .          !
 1976.4!             +*                       !!          .   .0  .          !
 1977.1!               +                      !!          .   0   .          !
 1977.2!             *  +                     !!          . 0 .   .          !
 1977.3!           *   +                      !!          .0  .   .          !
 1977.4!             + *                      !!          .   .0  .          !
 1978.1!        *        +                    !!        0 .   .   .          !
 1978.2!           +                          !!          .   0   .          !
 1978.3!           *  +                       !!          . 0 .   .          !
 1978.4!              + *                     !!          .   . 0 .          !
 1979.1!        *         +                   !!       0  .   .   .          !
 1979.2!           +     *                    !!          .   .   0          !
 1979.3!   *              +                   !!   0      .   .   .          !
 1979.4!       +            *                 !!          .   .   .    0     !
 1980.1!*                    +                !0          .   .   .          !
 1980.2!     +                                !!          .   0   .          !
 1980.3!         + *                          !!          .   . 0 .          !
 1980.4!             +            *           !!          .   .   .    0     !
 1981.1!                       *+             !!          .  0.   .          !
 1981.2!              *       +               !!         0.   .   .          !
 1981.3!              +          *            !!          .   .   .   0      !
 1981.4!                       +    *         !!          .   .   0          !
 1982.1!                 *       +            !!        0 .   .   .          !
 1982.2!                 +     *              !!          .   .   .0         !
 1982.3!                     +      *         !!          .   .   .0         !
 1982.4!                         +*           !!          .   .0  .          !
 1983.1!                        +             !!          .   0   .          !
 1983.2!                  *   +               !!          .0  .   .          !
 1983.3!                 +  *                 !!          .   . 0 .          !
 1983.4!                  + *                 !!          .   .0  .          !
 1984.1!                  + *                 !!          .   . 0 .          !
 1984.2!                   +      *           !!          .   .   .0         !
 1984.3!                       +  *           !!          .   . 0 .          !
 1984.4!                      +         *     !!          .   .   .  0       !
 1985.1!                        * +           !!          . 0 .   .          !
 1985.2!                     +      *         !!          .   .   .0         !
 1985.3!                      *  +            !!          . 0 .   .          !
 1985.4!                     + *              !!          .   . 0 .          !
 1986.1!                      +               !!          .   0   .          !
 1986.2!                     +*               !!          .   .0  .          !
 1986.3!                 *    +               !!          0   .   .          !
 1986.4!                 +   *                !!          .   .  0.          !
 1987.1!                     +*               !!          .   0   .          !
 1987.2!                      +            *  !!          .   .   .    0     !
 1987.3!                                 + *  !!          .   . 0 .          !
 1987.4!                      *          +    !!      0   .   .   .          !
 1988.1!                       +   *          !!          .   .  0.          !
 1988.2!                          +      *    !!          .   .   .0         !
 1988.3!                     *         +      !!       0  .   .   .          !
 1988.4!                  *  +                !!          . 0 .   .          !
 1989.1!                   + *                !!          .   .0  .          !
 1989.2!              *      +                !!         0.   .   .          !
 1989.3!             * +                      !!          . 0 .   .          !
 1989.4!               +   *                  !!          .   .  0.          !
 1990.1!                   *+                 !!          .   0   .          !
 1990.2!                 *   +                !!          .0  .   .          !
 1990.3!                  *+                  !!          .  0.   .          !
 1990.4!                    +         *       !!          .   .   .   0      !
 1991.1!                          *   +       !!          .0  .   .          !
 1991.2!                     *    +           !!          .0  .   .          !
 1991.3!                     *+               !!          .   0   .          !
 1991.4!                      +      *        !!          .   .   .0         !
 1992.1!                          * +         !!          . 0 .   .          !
 1992.2!                     *    +           !!          .0  .   .          !
 1992.3!                      +  *            !!          .   . 0 .          !
 1992.4!                         +  *         !!          .   . 0 .          !
 1993.1!                        *  +          !!          . 0 .   .          !
 1993.2!                        +             !!          .   0   .          !
 1993.3!                        +             !!          .   0   .          !
 1993.4!                        +  *          !!          .   . 0 .          !
 1994.1!                         *+           !!          .  0.   .          !
 1994.2!                        *+            !!          .   0   .          !
 1994.3!                         +            !!          .   .0  .          !
 1994.4!                         + *          !!          .   .0  .          !
 1995.1!                         * +          !!          . 0 .   .          !
 1995.2!                         +*           !!          .   .0  .          !
 1995.3!                        * +           !!          .  0.   .          !
 1995.4!                         + *          !!          .   . 0 .          !
 1996.1!                           +          !!          .   0   .          !
 1996.2!                        *  +          !!          . 0 .   .          !
 1996.3!                         +            !!          .   0   .          !
 1996.4!                         +*           !!          .   .0  .          !
 1997.1!                          +           !!          .   0   .          !
 1997.2!                          +*          !!          .   .0  .          !
 1997.3!                          +           !!          .   0   .          !
 1997.4!                         +*           !!          .   0   .          !
 1998.1!                         +            !!          .   0   .          !
 1998.2!                        +  *          !!          .   . 0 .          !
 1998.3!                        * +           !!          . 0 .   .          !
 1998.4!                        +  *          !!          .   . 0 .          !
 1999.1!                          +           !!          .   0   .          !
 1999.2!                        * +           !!          . 0 .   .          !
 1999.3!                      *+              !!          .  0.   .          !
 1999.4!                      +      *        !!          .   .   .0         !
 2000.1!                      *    +          !!          0   .   .          !
 2000.2!                     + *              !!          .   .0  .          !
 2000.3!                    * +               !!          .  0.   .          !
 2000.4!                    +  *              !!          .   . 0 .          !
 2001.1!                      + *             !!          .   .0  .          !
 2001.2!                       +*             !!          .   .0  .          !
 2001.3!                       +*             !!          .   .0  .          !
 2001.4!                       +    *         !!          .   .  0.          !
 2002.1!                         *+           !!          .  0.   .          !
 2002.2!                        +             !!          .   0   .          !
 2002.3!                        +*            !!          .   .0  .          !
 2002.4!                        +     *       !!          .   .   0          !
 2003.1!                            *+        !!          .  0.   .          !
 2003.2!                           +    *     !!          .   .  0.          !
 2003.3!                             * +      !!          .  0.   .          !
 2003.4!                             +*       !!          .   .0  .          !
 2004.1!                          *   +       !!          . 0 .   .          !
 2004.2!                          +   *       !!          .   .  0.          !
 2004.3!                             *+       !!          .   0   .          !
 2004.4!                             +     *  !!          .   .   .0         !
 2005.1!                                  +   !!          .   0   .          !
 2005.2!                              * +     !!          .  0.   .          !
 2005.3!                              +       !!          .   0   .          !
 2005.4!                             +    *   !!          .   .  0.          !
 2006.1!                              * +     !!          .  0.   .          !
 2006.2!                             *+       !!          .   0   .          !
 2006.3!                             +*       !!          .   .0  .          !
 2006.4!                             +   *    !!          .   . 0 .          !
 2007.1!                              * +     !!          .  0.   .          !
 2007.2!                             +*       !!          .   .0  .          !
 2007.3!                              +       !!          .   0   .          !
 2007.4!                              +       *!          .   .   . 0        !
 2008.1!                                    +*!!          .   0   .          !
 2008.2!                                   *+ !!          .   0   .          !
 2008.3!                                * +   !!          .  0.   .          !
 2008.4!                               + *    !!          .   . 0 .          !
 2009.1!                                +     !!          .   0   .          !
 2009.2!                                +  *  !!          .   . 0 .          !
 2009.3!                                 +*   !!          .   0   .          !
 2009.4!                                 +    *!          .   .   0          !
 2010.1!                                 *  + !!          . 0 .   .          !
 2010.2!                               +      !!          .   0   .          !
 2010.3!                              +       !!          .   0   .          !
 2010.4!                              +    *  !!          .   .   0          !
 2011.1!                                 *+   !!          .  0.   .          !
 2011.2!                                + *   !!          .   . 0 .          !
 2011.3!                                 +    !!          .   0   .          !
 2011.4!                                +   * !!          .   .  0.          !
 2012.1!                                 *+   !!          .  0.   .          !
 2012.2!                               + *    !!          .   .0  .          !
 2012.3!                                +     !!          .   0   .          !
 2012.4!                               +    * !!          .   .   0          !


     23.94 percent of the residuals exceed 1 SE
      7.98 percent of the residuals exceed 2 SE
@@EQ  211 LAAPDAU C LAPDAU(-1) PPDAU;SMPL 1993.3 2012.4;OLS;EST  211 PLOT=0;EN
@@EQ  212 LAARUAU C LARUAU(-1) PRUAU;SMPL 1992.3 2012.4;OLS;EST  212 PLOT=0;EN
@@EQ  213 LAAUEAU C LAUEAU(-1) PUEAU;SMPL 1992.3 2012.4;OLS;EST  213 PLOT=0;EN
@@EQ  214 LAAEGAU C LAEGAU(-1) PEGAU;SMPL 1998.3 2012.4;OLS;EST  214 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PISAU=ISPX$/AUPMM;                                                      
 GENR LAAISAU=LOG(AAISAU+.00001);                                             
 GENR LAISAU=LOG(AISAU+.00001);                                               
 LHS AAISAU=EXP(LAAISAU)-.00001;                                              
  EQ  215 LAAISAU C LAISAU(-1) PISAU;                                         
EQUATION 431  LAAISAU  
   RHS     C  LAISAU(-1)  PISAU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  431 PLOT=0;END;                                                     

Equation number =  431
**********************

Dependent variable = LAAISAU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.451929825

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.804638759       0.311803729  -2.58059     1.000000
11702 LAISAU  ( -1)       0.856965289       0.039220035  21.85019    -6.447341
11700 PISAU   (  0)      -0.115394335       0.192168686  -0.60048     1.058488

SE of equation            =     0.261041912
Sum of squared residuals  =  12.6064328      -0.432631708E-11
Average absolute error    =     0.190614534
Sum of ABS residuals      =  35.8355325    
R squared                 =   0.72314
Durbin-Watson statistic   =   2.39807
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!               +     *                !!          .   .   .0         !
 1966.2!                    + *               !!          .   .0  .          !
 1966.3!             *       +                !!        0 .   .   .          !
 1966.4!              + *                     !!          .   . 0 .          !
 1967.1!    *           +                     !!    0     .   .   .          !
 1967.2!     +      *                         !!          .   .   .0         !
 1967.3!            +               *         !!          .   .   .        0 !
 1967.4!               *          +           !!     0    .   .   .          !
 1968.1!          *    +                      !!          0   .   .          !
 1968.2!           +          *               !!          .   .   .     0    !
 1968.3!                     +         *      !!          .   .   .   0      !
 1968.4!                           *+         !!          .  0.   .          !
 1969.1!                        *+            !!          .  0.   .          !
 1969.2!                      +     *         !!          .   .   0          !
 1969.3!                          +          *!!          .   .   .     0    !
 1969.4!                                  +*  !!          .   .0  .          !
 1970.1!                                +     *!          .   .   .0         !
 1970.2!                                  *+  !!          .   0   .          !
 1970.3!                                +     !!          .   0   .          !
 1970.4!                             *+       !!          .  0.   .          !
 1971.1!                           +    *     !!          .   .   0          !
 1971.2!                              + *     !!          .   . 0 .          !
 1971.3!                            * +       !!          .  0.   .          !
 1971.4!                           +          !!          .   0   .          !
 1972.1!                          +*          !!          .   .0  .          !
 1972.2!                          +*          !!          .   .0  .          !
 1972.3!                          +   *       !!          .   .   0          !
 1972.4!                       *    +         !!          0   .   .          !
 1973.1!                       +   *          !!          .   .   0          !
 1973.2!                         *+           !!          .  0.   .          !
 1973.3!                      * +             !!          . 0 .   .          !
 1973.4!                     +                !!          .   0   .          !
 1974.1!                     +    *           !!          .   .   .0         !
 1974.2!                         +            !!          .   0   .          !
 1974.3!                        +  *          !!          .   .  0.          !
 1974.4!                          +     *     !!          .   .   .0         !
 1975.1!                              +*      !!          .   0   .          !
 1975.2!                        *    +        !!         0.   .   .          !
 1975.3!                       +              !!          .   0   .          !
 1975.4!                      +               !!          .   0   .          !
 1976.1!                      +     *         !!          .   .   .0         !
 1976.2!                         * +          !!          . 0 .   .          !
 1976.3!                      * +             !!          .  0.   .          !
 1976.4!                    * +               !!          .  0.   .          !
 1977.1!                    +   *             !!          .   .  0.          !
 1977.2!                       +              !!          .   0   .          !
 1977.3!                    * +               !!          .  0.   .          !
 1977.4!                    +                 !!          .   0   .          !
 1978.1!                    +  *              !!          .   .  0.          !
 1978.2!                      +    *          !!          .   .   0          !
 1978.3!                      *  +            !!          .0  .   .          !
 1978.4!                     +                !!          .   0   .          !
 1979.1!                    +                 !!          .   0   .          !
 1979.2!                   +    *             !!          .   .   0          !
 1979.3!                       +*             !!          .   .0  .          !
 1979.4!                      *+              !!          .  0.   .          !
 1980.1!                     +  *             !!          .   .  0.          !
 1980.2!                       +*             !!          .   .0  .          !
 1980.3!                       +   *          !!          .   .  0.          !
 1980.4!                        *+            !!          . 0 .   .          !
 1981.1!                      +  *            !!          .   . 0 .          !
 1981.2!                       +  *           !!          .   . 0 .          !
 1981.3!                      * +             !!          .  0.   .          !
 1981.4!                     +*               !!          .   .0  .          !
 1982.1!                     +                !!          .   .0  .          !
 1982.2!                    +                 !!          .   0   .          !
 1982.3!                   + *                !!          .   .0  .          !
 1982.4!                   *+                 !!          .   0   .          !
 1983.1!                   +*                 !!          .   .0  .          !
 1983.2!                   +                  !!          .   0   .          !
 1983.3!                  +  *                !!          .   . 0 .          !
 1983.4!                   *+                 !!          .  0.   .          !
 1984.1!                  +*                  !!          .   0   .          !
 1984.2!                * +                   !!          . 0 .   .          !
 1984.3!                +   *                 !!          .   .   0          !
 1984.4!              *    +                  !!          0   .   .          !
 1985.1!            * +                       !!          . 0 .   .          !
 1985.2!            +      *                  !!          .   .   . 0        !
 1985.3!            *     +                   !!         0.   .   .          !
 1985.4!             +   *                    !!          .   .  0.          !
 1986.1!                 +*                   !!          .   .0  .          !
 1986.2!                  +   *               !!          .   .  0.          !
 1986.3!                  *  +                !!          .0  .   .          !
 1986.4!                *+                    !!          .  0.   .          !
 1987.1!               *+                     !!          .  0.   .          !
 1987.2!               +   *                  !!          .   .  0.          !
 1987.3!             *     +                  !!         0.   .   .          !
 1987.4!       *      +                       !!         0.   .   .          !
 1988.1!         +         *                  !!          .   .   .    0     !
 1988.2!            *      +                  !!        0 .   .   .          !
 1988.3!             +  *                     !!          .   .  0.          !
 1988.4!           *    +                     !!          0   .   .          !
 1989.1!            +   *                     !!          .   .  0.          !
 1989.2!            *   +                     !!          .0  .   .          !
 1989.3!             + *                      !!          .   . 0 .          !
 1989.4!          *    +                      !!          0   .   .          !
 1990.1!        *  +                          !!          . 0 .   .          !
 1990.2!  *      +                            !!        0 .   .   .          !
 1990.3!    +                 *               !!          .   .   .          0
 1990.4!                *    +                !!         0.   .   .          !
 1991.1!            *   +                     !!          .0  .   .          !
 1991.2!            *+                        !!          .  0.   .          !
 1991.3!          *  +                        !!          . 0 .   .          !
 1991.4!           + *                        !!          .   .0  .          !
 1992.1!             +                        !!          .   0   .          !
 1992.2!             +  *                     !!          .   .  0.          !
 1992.3!                +                     !!          .   0   .          !
 1992.4!               *+                     !!          .  0.   .          !
 1993.1!               +                      !!          .   0   .          !
 1993.2!             * +                      !!          .  0.   .          !
 1993.3!              + *                     !!          .   .0  .          !
 1993.4!              * +                     !!          . 0 .   .          !
 1994.1!              +*                      !!          .   .0  .          !
 1994.2!               +*                     !!          .   .0  .          !
 1994.3!                +*                    !!          .   .0  .          !
 1994.4!                 +*                   !!          .   .0  .          !
 1995.1!                * +                   !!          . 0 .   .          !
 1995.2!                +*                    !!          .   0   .          !
 1995.3!               * +                    !!          .  0.   .          !
 1995.4!               +                      !!          .   0   .          !
 1996.1!               +*                     !!          .   0   .          !
 1996.2!               *+                     !!          .  0.   .          !
 1996.3!           *    +                     !!          0   .   .          !
 1996.4!         *  +                         !!          . 0 .   .          !
 1997.1!          +    *                      !!          .   .   0          !
 1997.2!              *+                      !!          .  0.   .          !
 1997.3!              +                       !!          .   0   .          !
 1997.4!              +   *                   !!          .   .   0          !
 1998.1!              *   +                   !!          .0  .   .          !
 1998.2!             *+                       !!          .   0   .          !
 1998.3!              +*                      !!          .   .0  .          !
 1998.4!              * +                     !!          .  0.   .          !
 1999.1!               +*                     !!          .   .0  .          !
 1999.2!                +    *                !!          .   .   0          !
 1999.3!                    +*                !!          .   .0  .          !
 1999.4!             *      +                 !!        0 .   .   .          !
 2000.1!            *+                        !!          .  0.   .          !
 2000.2!            +     *                   !!          .   .   0          !
 2000.3!               * +                    !!          .  0.   .          !
 2000.4!         *     +                      !!         0.   .   .          !
 2001.1!          +  *                        !!          .   . 0 .          !
 2001.2!             +  *                     !!          .   . 0 .          !
 2001.3!          *     +                     !!         0.   .   .          !
 2001.4!         * +                          !!          . 0 .   .          !
 2002.1!         +  *                         !!          .   . 0 .          !
 2002.2!           *+                         !!          . 0 .   .          !
 2002.3!       *   +                          !!          .0  .   .          !
 2002.4!         + *                          !!          .   . 0 .          !
 2003.1!         * +                          !!          . 0 .   .          !
 2003.2!        *  +                          !!          . 0 .   .          !
 2003.3!        *+                            !!          .  0.   .          !
 2003.4!    *    +                            !!          0   .   .          !
 2004.1!      +      *                        !!          .   .   . 0        !
 2004.2!        *     +                       !!         0.   .   .          !
 2004.3!       * +                            !!          .  0.   .          !
 2004.4!    *    +                            !!          0   .   .          !
 2005.1!      +   *                           !!          .   .  0.          !
 2005.2!    *      +                          !!        0 .   .   .          !
 2005.3!   *  +                               !!          . 0 .   .          !
 2005.4!    *+                                !!          .  0.   .          !
 2006.1!   *  +                               !!          .0  .   .          !
 2006.2!   * +                                !!          . 0 .   .          !
 2006.3!     + *                              !!          .   . 0 .          !
 2006.4!  *     +                             !!         0.   .   .          !
 2007.1!    +                                 !!          .   0   .          !
 2007.2!    *+                                !!          .  0.   .          !
 2007.3!      + *                             !!          .   . 0 .          !
 2007.4!         +  *                         !!          .   . 0 .          !
 2008.1!    *        +                        !!      0   .   .   .          !
 2008.2!   *  +                               !!          . 0 .   .          !
 2008.3!    *+                                !!          .  0.   .          !
 2008.4*     +                                !!         0.   .   .          !
 2009.1! +    *                               !!          .   .   0          !
 2009.2!    *  +                              !!          .0  .   .          !
 2009.3!      +*                              !!          .   .0  .          !
 2009.4!        *+                            !!          .  0.   .          !
 2010.1!        *+                            !!          .  0.   .          !
 2010.2!         +  *                         !!          .   . 0 .          !
 2010.3!            +                         !!          .   0   .          !
 2010.4!            +*                        !!          .   .0  .          !
 2011.1!             +                        !!          .   0   .          !
 2011.2!             *+                       !!          .   0   .          !
 2011.3!             *+                       !!          .  0.   .          !
 2011.4!     *       +                        !!        0 .   .   .          !
 2012.1!       +   *                          !!          .   .  0.          !
 2012.2!      *    +                          !!         0.   .   .          !
 2012.3!    *  +                              !!          .0  .   .          !
 2012.4! *   +                                !!          0   .   .          !


     27.13 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@@EQ  216 LAAKEAU C LAKEAU(-1) PKEAU;SMPL 1991.3 2012.4;OLS;EST  216 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBAAU=BAPX$/AUPMM;                                                      
 GENR LAABAAU=LOG(AABAAU+.00001);                                             
 GENR LABAAU=LOG(ABAAU+.00001);                                               
 LHS AABAAU=EXP(LAABAAU)-.00001;                                              
  EQ  217 LAABAAU C LABAAU(-1) PBAAU;                                         
EQUATION 432  LAABAAU  
   RHS     C  LABAAU(-1)  PBAAU  
 SMPL 1986.1 2012.4;                                                          
Sample period is now  1986.1 to  2012.4 Internally:   137 to   244
 OLS;EST  432 PLOT=0;END;                                                     

Equation number =  432
**********************

Dependent variable = LAABAAU 

 1986.1 -   2012.4,    0 missing obs.,  108 obs. used.

Mean of dependent variable       -8.930677523

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.268184751       0.476756983  -2.66002     1.000000
11705 LABAAU  ( -1)       0.728036398       0.067853772  10.72949    -8.959313
11703 PBAAU   (  0)      -0.966014547       0.463704755  -2.08325     1.179886

SE of equation            =     0.512148035
Sum of squared residuals  =  27.5410391       0.197175609E-12
Average absolute error    =     0.310134360
Sum of ABS residuals      =  33.4945109    
R squared                 =   0.71947
Durbin-Watson statistic   =   2.36364
SMPL and No. Obs.         = 1986.1   2012.4    108

Plot of actual(*) and fitted(+) values and residuals(0)


 1986.1*   +                                  !!            0 . .            !
 1986.2!  +*                                  !!            . 0 .            !
 1986.3! *    +                               !!            0 . .            !
 1986.4!  *  +                                !!            .0. .            !
 1987.1!     * +                              !!            .0. .            !
 1987.2! *       +                            !!          0 . . .            !
 1987.3!    * +                               !!            .0. .            !
 1987.4!    *    +                            !!            0 . .            !
 1988.1!    *    +                            !!            0 . .            !
 1988.2*       +                              !!           0. . .            !
 1988.3!   +                                  *!            . . .            0
 1988.4!                    *           +     !!         0  . . .            !
 1989.1!         *         +                  !!          0 . . .            !
 1989.2! *         +                          !!          0 . . .            !
 1989.3!     +   *                            !!            . . 0            !
 1989.4!          * +                         !!            .0. .            !
 1990.1!             +           *            !!            . . .  0         !
 1990.2!                     *   +            !!            0 . .            !
 1990.3!         *            +               !!         0  . . .            !
 1990.4!              + *                     !!            . .0.            !
 1991.1!               *   +                  !!            0 . .            !
 1991.2!                 +   *                !!            . . 0            !
 1991.3!                      +               !!            . 0 .            !
 1991.4!                     *  +             !!            .0. .            !
 1992.1!                     * +              !!            .0. .            !
 1992.2!                    *  +              !!            .0. .            !
 1992.3!             *         +              !!          0 . . .            !
 1992.4!               * +                    !!            .0. .            !
 1993.1!                  + *                 !!            . .0.            !
 1993.2!                *    +                !!            0 . .            !
 1993.3!                   + *                !!            . .0.            !
 1993.4!                      + *             !!            . .0.            !
 1994.1!                      * +             !!            .0. .            !
 1994.2!                   *   +              !!            .0. .            !
 1994.3!                      +*              !!            . .0.            !
 1994.4!                        +             !!            . 0 .            !
 1995.1!                        *+            !!            .0. .            !
 1995.2!                        *+            !!            . 0 .            !
 1995.3!                         +   *        !!            . . 0            !
 1995.4!                         *   +        !!            0 . .            !
 1996.1!                          +           !!            . 0 .            !
 1996.2!                       *  +           !!            .0. .            !
 1996.3!                        +    *        !!            . . 0            !
 1996.4!                         *   +        !!            0 . .            !
 1997.1!                         +     *      !!            . . .0           !
 1997.2!                          *  +        !!            .0. .            !
 1997.3!                         + *          !!            . .0.            !
 1997.4!                          +   *       !!            . . 0            !
 1998.1!                           *+         !!            . 0 .            !
 1998.2!                          *+          !!            . 0 .            !
 1998.3!                          +   *       !!            . . 0            !
 1998.4!                            *+        !!            . 0 .            !
 1999.1!                           +*         !!            . 0 .            !
 1999.2!                           +*         !!            . .0.            !
 1999.3!                           +    *     !!            . . 0            !
 1999.4!                         *    +       !!            0 . .            !
 2000.1!                       *+             !!            . 0 .            !
 2000.2!                      + *             !!            . .0.            !
 2000.3!                      +    *          !!            . . 0            !
 2000.4!                         +*           !!            . .0.            !
 2001.1!                        *+            !!            . 0 .            !
 2001.2!                      +   *           !!            . . 0            !
 2001.3!                        +  *          !!            . .0.            !
 2001.4!                       * +            !!            .0. .            !
 2002.1!                     +     *          !!            . . 0            !
 2002.2!                         +            !!            . 0 .            !
 2002.3!                        +*            !!            . .0.            !
 2002.4!                        *+            !!            . 0 .            !
 2003.1!                       *+             !!            . 0 .            !
 2003.2!                        +*            !!            . 0 .            !
 2003.3!                          +*          !!            . .0.            !
 2003.4!                           +          !!            . 0 .            !
 2004.1!                           +          !!            . 0 .            !
 2004.2!                           + *        !!            . .0.            !
 2004.3!                             +        !!            . 0 .            !
 2004.4!                             +*       !!            . 0 .            !
 2005.1!                              +*      !!            . .0.            !
 2005.2!                              *+      !!            . 0 .            !
 2005.3!                             *+       !!            .0. .            !
 2005.4!                            +*        !!            . 0 .            !
 2006.1!                             +       *!!            . . .0           !
 2006.2!                                   +* !!            . 0 .            !
 2006.3!                                  +*  !!            . 0 .            !
 2006.4!                                *+    !!            .0. .            !
 2007.1!                               +      *!            . . .0           !
 2007.2!                                    +*!!            . 0 .            !
 2007.3!                                 * +  !!            .0. .            !
 2007.4!                               * +    !!            .0. .            !
 2008.1!                                +     !!            . 0 .            !
 2008.2!                                *+    !!            . 0 .            !
 2008.3!                              * +     !!            .0. .            !
 2008.4!                              +       !!            . 0 .            !
 2009.1!                              +    *  !!            . . 0            !
 2009.2!                                 +   *!!            . .0.            !
 2009.3!                                 * +  !!            .0. .            !
 2009.4!                             *  +     !!            .0. .            !
 2010.1!                              +  *    !!            . .0.            !
 2010.2!                              * +     !!            .0. .            !
 2010.3!                             +   *    !!            . .0.            !
 2010.4!                                +*    !!            . .0.            !
 2011.1!                                +*    !!            . 0 .            !
 2011.2!                                + *   !!            . .0.            !
 2011.3!                                +   * !!            . . 0            !
 2011.4!                                  +   !!            . 0 .            !
 2012.1!                                +  *  !!            . .0.            !
 2012.2!                                 +*   !!            . 0 .            !
 2012.3!                                +*    !!            . 0 .            !
 2012.4!                               +*     !!            . 0 .            !


     12.96 percent of the residuals exceed 1 SE
      3.70 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKAU=HKPX$/AUPMM;                                                      
 GENR LAAHKAU=LOG(AAHKAU+.00001);                                             
 GENR LAHKAU=LOG(AHKAU+.00001);                                               
 LHS AAHKAU=EXP(LAAHKAU)-.00001;                                              
  EQ  218 LAAHKAU C LAHKAU(-1) PHKAU;                                         
EQUATION 433  LAAHKAU  
   RHS     C  LAHKAU(-1)  PHKAU  
 SMPL 1968.4 2012.4;                                                          
Sample period is now  1968.4 to  2012.4 Internally:    68 to   244
 OLS;EST  433 PLOT=0;END;                                                     

Equation number =  433
**********************

Dependent variable = LAAHKAU 

 1968.4 -   2012.4,    0 missing obs.,  177 obs. used.

Mean of dependent variable       -5.549711277

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.328100665       0.108677254  -3.01904     1.000000
11708 LAHKAU  ( -1)       0.910751815       0.028399047  32.06980    -5.559797
11706 PHKAU   (  0)      -0.102240290       0.043595182  -2.34522     1.545525

SE of equation            =     0.179171585
Sum of squared residuals  =  5.58582748       0.118438592E-10
Average absolute error    =     0.140261360
Sum of ABS residuals      =  24.8262608    
R squared                 =   0.95736
Durbin-Watson statistic   =   2.15983
SMPL and No. Obs.         = 1968.4   2012.4    177

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.4!      *+                              !!         .    0    .         !
 1969.1!       +                              !!         .   0.    .         !
 1969.2!      *+                              !!         .0   .    .         !
 1969.3!     *+                               !!         . 0  .    .         !
 1969.4!     *+                               !!         .  0 .    .         !
 1970.1!     +                                !!         .  0 .    .         !
 1970.2!    *+                                !!         .0   .    .         !
 1970.3!   *+                                 !!         .0   .    .         !
 1970.4!   *+                                 !!         .  0 .    .         !
 1971.1!  *+                                  !!         . 0  .    .         !
 1971.2!  *+                                  !!         . 0  .    .         !
 1971.3! * +                                  !!         .0   .    .         !
 1971.4! *+                                   !!         . 0  .    .         !
 1972.1!* +                                   !!         .0   .    .         !
 1972.2!*+                                    !!         .0   .    .         !
 1972.3*+                                     !!         .0   .    .         !
 1972.4!+    *                                !!         .    .    .      0  !
 1973.1!     +     *                          !!         .    .    .         0
 1973.2!           +*                         !!         .    .  0 .         !
 1973.3!            +                         !!         .   0.    .         !
 1973.4!           +  *                       !!         .    .    .0        !
 1974.1!         *   +                        !!     0   .    .    .         !
 1974.2!         +  *                         !!         .    .    .  0      !
 1974.3!            + *                       !!         .    .    0         !
 1974.4!             +                        !!         .  0 .    .         !
 1975.1!              +     *                 !!         .    .    .         0
 1975.2!                   *+                 !!         . 0  .    .         !
 1975.3!                    +  *              !!         .    .    .   0     !
 1975.4!                       +  *           !!         .    .    .0        !
 1976.1!                         +            !!         .  0 .    .         !
 1976.2!                         +            !!         .    0    .         !
 1976.3!                     *  +             !!     0   .    .    .         !
 1976.4!                     + *              !!         .    .    . 0       !
 1977.1!                       +              !!         .  0 .    .         !
 1977.2!                     * +              !!         .0   .    .         !
 1977.3!                    *+                !!         .  0 .    .         !
 1977.4!                    *+                !!         .  0 .    .         !
 1978.1!                   *+                 !!         0    .    .         !
 1978.2!                   +                  !!         .   0.    .         !
 1978.3!                   +*                 !!         .    .0   .         !
 1978.4!                    +*                !!         .    .  0 .         !
 1979.1!                    * +               !!         .0   .    .         !
 1979.2!                     +*               !!         .    .  0 .         !
 1979.3!                      +*              !!         .    . 0  .         !
 1979.4!                       +*             !!         .    .0   .         !
 1980.1!                     *  +             !!       0 .    .    .         !
 1980.2!                      +  *            !!         .    .    . 0       !
 1980.3!                        *+            !!         .  0 .    .         !
 1980.4!                        +             !!         .    .0   .         !
 1981.1!                      * +             !!        0.    .    .         !
 1981.2!                      +               !!         .    0    .         !
 1981.3!                      +               !!         .    .0   .         !
 1981.4!                      *+              !!         .   0.    .         !
 1982.1!                   *  +               !!      0  .    .    .         !
 1982.2!                    +                 !!         .    .0   .         !
 1982.3!                    + *               !!         .    .   0.         !
 1982.4!                      +*              !!         .    .   0.         !
 1983.1!                    *  +              !!     0   .    .    .         !
 1983.2!                    +*                !!         .    .0   .         !
 1983.3!                     + *              !!         .    .   0.         !
 1983.4!                       +              !!         .    0    .         !
 1984.1!                      *+              !!         . 0  .    .         !
 1984.2!                      +*              !!         .    . 0  .         !
 1984.3!                      + *             !!         .    .    0         !
 1984.4!                        +             !!         .   0.    .         !
 1985.1!                      *+              !!         .0   .    .         !
 1985.2!                     *+               !!         .   0.    .         !
 1985.3!                     +*               !!         .    .0   .         !
 1985.4!                      +  *            !!         .    .    . 0       !
 1986.1!                     *   +            !!     0   .    .    .         !
 1986.2!                      +               !!         .    . 0  .         !
 1986.3!                       + *            !!         .    .    .0        !
 1986.4!                         +            !!         .    0    .         !
 1987.1!                        * +           !!         .0   .    .         !
 1987.2!                        +*            !!         .    . 0  .         !
 1987.3!                         +  *         !!         .    .    .0        !
 1987.4!                            +         !!         .    .0   .         !
 1988.1!                          * +         !!         0    .    .         !
 1988.2!                          +*          !!         .    . 0  .         !
 1988.3!                           + *        !!         .    .   0.         !
 1988.4!                             +        !!         .    0    .         !
 1989.1!                            +         !!         .   0.    .         !
 1989.2!                            +         !!         .   0.    .         !
 1989.3!                            +  *      !!         .    .    .   0     !
 1989.4!                               +*     !!         .    .   0.         !
 1990.1!                              * +     !!         .0   .    .         !
 1990.2!                              +  *    !!         .    .    .  0      !
 1990.3!                                 +*   !!         .    .  0 .         !
 1990.4!                                 +  * !!         .    .    0         !
 1991.1!                                 * +  !!         0    .    .         !
 1991.2!                                 +*   !!         .    .    0         !
 1991.3!                                 *+   !!         .   0.    .         !
 1991.4!                                 +*   !!         .    .  0 .         !
 1992.1!                                * +   !!         .0   .    .         !
 1992.2!                                +*    !!         .    .  0 .         !
 1992.3!                                + *   !!         .    .   0.         !
 1992.4!                                 +  * !!         .    .    .0        !
 1993.1!                                 * +  !!         .0   .    .         !
 1993.2!                                 +*   !!         .    . 0  .         !
 1993.3!                                 + *  !!         .    .    .0        !
 1993.4!                                   + *!!         .    .   0.         !
 1994.1!                                  * + !!         . 0  .    .         !
 1994.2!                                  +   !!         .    .0   .         !
 1994.3!                                  + * !!         .    .    . 0       !
 1994.4!                                    +*!!         .    .  0 .         !
 1995.1!                                  * + !!        0.    .    .         !
 1995.2!                                 + *  !!         .    .   0.         !
 1995.3!                                  + * !!         .    .    0         !
 1995.4!                                    + *!         .    .    .0        !
 1996.1!                                   * +!!        0.    .    .         !
 1996.2!                                  +*  !!         .    . 0  .         !
 1996.3!                                   +* !!         .    .  0 .         !
 1996.4!                                  *+  !!         . 0  .    .         !
 1997.1!                                 *+   !!         .   0.    .         !
 1997.2!                                 +    !!         .    .0   .         !
 1997.3!                                 +    !!         .    . 0  .         !
 1997.4!                                 +*   !!         .    .   0.         !
 1998.1!                               *  +   !!       0 .    .    .         !
 1998.2!                               +      !!         .    .0   .         !
 1998.3!                               +      !!         .    .0   .         !
 1998.4!                               +*     !!         .    .  0 .         !
 1999.1!                             *  +     !!        0.    .    .         !
 1999.2!                             +        !!         .   0.    .         !
 1999.3!                             +        !!         .    .0   .         !
 1999.4!                             + *      !!         .    .   0.         !
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 2000.2!                            *+        !!         .  0 .    .         !
 2000.3!                            + *       !!         .    .    . 0       !
 2000.4!                             *+       !!         .   0.    .         !
 2001.1!                           * +        !!        0.    .    .         !
 2001.2!                           +          !!         .    0    .         !
 2001.3!                           +*         !!         .    .  0 .         !
 2001.4!                            +         !!         .    0    .         !
 2002.1!                         *  +         !!        0.    .    .         !
 2002.2!                        * +           !!         .0   .    .         !
 2002.3!                         +*           !!         .    .   0.         !
 2002.4!                          +           !!         .   0.    .         !
 2003.1!                          +           !!         .    0    .         !
 2003.2!                           +          !!         .    0    .         !
 2003.3!                           +*         !!         .    .  0 .         !
 2003.4!                            *+        !!         .  0 .    .         !
 2004.1!                          * +         !!         .0   .    .         !
 2004.2!                           +          !!         .    0    .         !
 2004.3!                           +   *      !!         .    .    .    0    !
 2004.4!                               +      !!         .   0.    .         !
 2005.1!                           *   +      !!      0  .    .    .         !
 2005.2!                            +         !!         .   0.    .         !
 2005.3!                            + *       !!         .    .    0         !
 2005.4!                           *  +       !!        0.    .    .         !
 2006.1!                          * +         !!         0    .    .         !
 2006.2!                          +*          !!         .    .0   .         !
 2006.3!                           +*         !!         .    . 0  .         !
 2006.4!                            +         !!         .    0    .         !
 2007.1!                           *+         !!         .0   .    .         !
 2007.2!                           +*         !!         .    . 0  .         !
 2007.3!                             +        !!         .    0    .         !
 2007.4!                             +*       !!         .    . 0  .         !
 2008.1!                          *   +       !!     0   .    .    .         !
 2008.2!                           +          !!         .    .0   .         !
 2008.3!                           *+         !!         .  0 .    .         !
 2008.4!                           *+         !!         .   0.    .         !
 2009.1!                          *+          !!         0    .    .         !
 2009.2!                         *+           !!         . 0  .    .         !
 2009.3!                         *+           !!         . 0  .    .         !
 2009.4!                         + *          !!         .    .   0.         !
 2010.1!                        *   +         !!    0    .    .    .         !
 2010.2!                        +  *          !!         .    .    . 0       !
 2010.3!                           +          !!         .   0.    .         !
 2010.4!                          *+          !!         .  0 .    .         !
 2011.1!                        *  +          !!        0.    .    .         !
 2011.2!                         +*           !!         .    .  0 .         !
 2011.3!                           +          !!         .    .0   .         !
 2011.4!                          * +         !!         . 0  .    .         !
 2012.1!                       *   +          !!     0   .    .    .         !
 2012.2!                        +*            !!         .    .  0 .         !
 2012.3!                         +*           !!         .    .0   .         !
 2012.4!                         *+           !!         .0   .    .         !


     27.68 percent of the residuals exceed 1 SE
      4.52 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIAU=SIPX$/AUPMM;                                                      
 GENR LAASIAU=LOG(AASIAU+.00001);                                             
 GENR LASIAU=LOG(ASIAU+.00001);                                               
 LHS AASIAU=EXP(LAASIAU)-.00001;                                              
  EQ  219 LAASIAU C LASIAU(-1) PSIAU;                                         
EQUATION 434  LAASIAU  
   RHS     C  LASIAU(-1)  PSIAU  
 SMPL 1975.4 2012.4;                                                          
Sample period is now  1975.4 to  2012.4 Internally:    96 to   244
 OLS;EST  434 PLOT=0;END;                                                     

Equation number =  434
**********************

Dependent variable = LAASIAU 

 1975.4 -   2012.4,    0 missing obs.,  149 obs. used.

Mean of dependent variable       -6.968355046

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.492660869       0.194061902  -2.53868     1.000000
11711 LASIAU  ( -1)       0.911789702       0.033976079  26.83622    -6.976618
11709 PSIAU   (  0)      -0.076869789       0.058173202  -1.32140     1.489348

SE of equation            =     0.248434617
Sum of squared residuals  =  9.01108483      -0.271427325E-11
Average absolute error    =     0.188289276
Sum of ABS residuals      =  28.0551021    
R squared                 =   0.89981
Durbin-Watson statistic   =   2.29891
SMPL and No. Obs.         = 1975.4   2012.4    149

Plot of actual(*) and fitted(+) values and residuals(0)


 1975.4!   * +                                !!          . 0 .   .          !
 1976.1!  * +                                 !!          .0  .   .          !
 1976.2!  * +                                 !!          . 0 .   .          !
 1976.3! * +                                  !!          .0  .   .          !
 1976.4!* +                                   !!          .0  .   .          !
 1977.1!* +                                   !!          . 0 .   .          !
 1977.2!*+                                    !!          . 0 .   .          !
 1977.3* +                                    !!          .0  .   .          !
 1977.4! +     *                              !!          .   .   .   0      !
 1978.1!*      +                              !!   0      .   .   .          !
 1978.2* +                                    !!          .0  .   .          !
 1978.3! +     *                              !!          .   .   .    0     !
 1978.4!      * +                             !!          . 0 .   .          !
 1979.1!     * +                              !!          .0  .   .          !
 1979.2!    * +                               !!          .0  .   .          !
 1979.3!     + *                              !!          .   .  0.          !
 1979.4!        + *                           !!          .   .  0.          !
 1980.1!      *    +                          !!        0 .   .   .          !
 1980.2!       +                              !!          .  0.   .          !
 1980.3!     * +                              !!          .0  .   .          !
 1980.4!     *+                               !!          .  0.   .          !
 1981.1! *   +                                !!        0 .   .   .          !
 1981.2! +  *                                 !!          .   .   0          !
 1981.3!    + *                               !!          .   . 0 .          !
 1981.4!      +                               !!          .  0.   .          !
 1982.1!   *  +                               !!          0   .   .          !
 1982.2!   + *                                !!          .   . 0 .          !
 1982.3!     +  *                             !!          .   .  0.          !
 1982.4!      * +                             !!          .0  .   .          !
 1983.1!     *+                               !!          . 0 .   .          !
 1983.2!     +                                !!          .  0.   .          !
 1983.3!    *+                                !!          . 0 .   .          !
 1983.4!     +        *                       !!          .   .   .        0 !
 1984.1!      *      +                        !!    0     .   .   .          !
 1984.2!      *+                              !!          .  0.   .          !
 1984.3!      + *                             !!          .   . 0 .          !
 1984.4!        +*                            !!          .   . 0 .          !
 1985.1!         +     *                      !!          .   .   .   0      !
 1985.2!         *    +                       !!       0  .   .   .          !
 1985.3!         + *                          !!          .   . 0 .          !
 1985.4!          *+                          !!          . 0 .   .          !
 1986.1!           +                          !!          .   0   .          !
 1986.2!           +  *                       !!          .   .   0          !
 1986.3!              *+                      !!          .   0   .          !
 1986.4!               +                      !!          .   0   .          !
 1987.1!               +*                     !!          .   .0  .          !
 1987.2!             *  +                     !!          0   .   .          !
 1987.3!              + *                     !!          .   .   0          !
 1987.4!                + *                   !!          .   . 0 .          !
 1988.1!                 *+                   !!          .  0.   .          !
 1988.2!                 +  *                 !!          .   .   0          !
 1988.3!                    + *               !!          .   .   0          !
 1988.4!                      +               !!          .   0   .          !
 1989.1!                   *  +               !!          0   .   .          !
 1989.2!                   +                  !!          .   0   .          !
 1989.3!                   +   *              !!          .   .   .0         !
 1989.4!                      +  *            !!          .   .   0          !
 1990.1!                         +            !!          .   0   .          !
 1990.2!                        +             !!          .  0.   .          !
 1990.3!                       +  *           !!          .   .  0.          !
 1990.4!                         +*           !!          .   .0  .          !
 1991.1!                         +     *      !!          .   .   .  0       !
 1991.2!                           *  +       !!          .0  .   .          !
 1991.3!                           +*         !!          .   .0  .          !
 1991.4!                           +*         !!          .   .0  .          !
 1992.1!                           +*         !!          .   . 0 .          !
 1992.2!                            +  *      !!          .   .   .0         !
 1992.3!                              +      *!!          .   .   .     0    !
 1992.4!                                   +  *!          .   .   0          !
 1993.1!                                  * + !!          0   .   .          !
 1993.2!                              * +     !!          0   .   .          !
 1993.3!                             +        !!          .   .0  .          !
 1993.4!                            + *       !!          .   . 0 .          !
 1994.1!                             +*       !!          .   .0  .          !
 1994.2!                             +        !!          .   0   .          !
 1994.3!                            +         !!          .   0   .          !
 1994.4!                            +     *   !!          .   .   .    0     !
 1995.1!                          *      +    !!    0     .   .   .          !
 1995.2!                          +*          !!          .   . 0 .          !
 1995.3!                          + *         !!          .   . 0 .          !
 1995.4!                           +*         !!          .   .0  .          !
 1996.1!                       *   +          !!         0.   .   .          !
 1996.2!                       +  *           !!          .   .   0          !
 1996.3!                        *+            !!          . 0 .   .          !
 1996.4!                        +  *          !!          .   .   .0         !
 1997.1!                        *  +          !!          .0  .   .          !
 1997.2!                        +             !!          .   0   .          !
 1997.3!                       + *            !!          .   .  0.          !
 1997.4!                         +   *        !!          .   .   .0         !
 1998.1!                          * +         !!          .0  .   .          !
 1998.2!                        * +           !!          . 0 .   .          !
 1998.3!                        + *           !!          .   .  0.          !
 1998.4!                          +           !!          .  0.   .          !
 1999.1!                       * +            !!          0   .   .          !
 1999.2!                      +  *            !!          .   .   0          !
 1999.3!                         +*           !!          .   .0  .          !
 1999.4!                         +*           !!          .   .0  .          !
 2000.1!                     *   +            !!        0 .   .   .          !
 2000.2!                     +*               !!          .   . 0 .          !
 2000.3!                      + *             !!          .   . 0 .          !
 2000.4!                       +              !!          .   0   .          !
 2001.1!                      *+              !!          .  0.   .          !
 2001.2!                      +*              !!          .   .0  .          !
 2001.3!                      +               !!          .   0   .          !
 2001.4!                      + *             !!          .   .  0.          !
 2002.1!                      * +             !!          .0  .   .          !
 2002.2!                      +*              !!          .   .0  .          !
 2002.3!                       +*             !!          .   . 0 .          !
 2002.4!                  *     +             !!      0   .   .   .          !
 2003.1!                *  +                  !!          0   .   .          !
 2003.2!                 +    *               !!          .   .   .   0      !
 2003.3!                      +  *            !!          .   .   0          !
 2003.4!                         + *          !!          .   .  0.          !
 2004.1!                       *   +          !!         0.   .   .          !
 2004.2!                       + *            !!          .   . 0 .          !
 2004.3!                         +            !!          .   .0  .          !
 2004.4!                         +*           !!          .   .0  .          !
 2005.1!                      *   +           !!        0 .   .   .          !
 2005.2!                   *  +               !!          0   .   .          !
 2005.3!                   +*                 !!          .   .0  .          !
 2005.4!                    +                 !!          .   0   .          !
 2006.1!                   * +                !!          . 0 .   .          !
 2006.2!                 *  +                 !!          0   .   .          !
 2006.3!                  +                   !!          .   0   .          !
 2006.4!                  +                   !!          .   0   .          !
 2007.1!                  + *                 !!          .   . 0 .          !
 2007.2!                    *+                !!          .  0.   .          !
 2007.3!               *    +                 !!      0   .   .   .          !
 2007.4!              * +                     !!          .0  .   .          !
 2008.1!               +  *                   !!          .   .   0          !
 2008.2!                  + *                 !!          .   . 0 .          !
 2008.3!                    + *               !!          .   . 0 .          !
 2008.4!                     *+               !!          . 0 .   .          !
 2009.1!                     +                !!          .   0   .          !
 2009.2!                *    +                !!      0   .   .   .          !
 2009.3!              *  +                    !!          .0  .   .          !
 2009.4!               + *                    !!          .   .  0.          !
 2010.1!                 *+                   !!          .  0.   .          !
 2010.2!              *   +                   !!        0 .   .   .          !
 2010.3!              *+                      !!          .  0.   .          !
 2010.4!               +          *           !!          .   .   .          0
 2011.1!                       * +            !!          0   .   .          !
 2011.2!                    *  +              !!          0   .   .          !
 2011.3!                  * +                 !!          .0  .   .          !
 2011.4!                  + *                 !!          .   . 0 .          !
 2012.1!                *   +                 !!        0 .   .   .          !
 2012.2!                 +*                   !!          .   . 0 .          !
 2012.3!                 * +                  !!          . 0 .   .          !
 2012.4!                  +                   !!          .   .0  .          !


     21.48 percent of the residuals exceed 1 SE
      5.37 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PVIAU=VIPX$/AUPMM;                                                      
 GENR LAAVIAU=LOG(AAVIAU+.00001);                                             
 GENR LAVIAU=LOG(AVIAU+.00001);                                               
 LHS AAVIAU=EXP(LAAVIAU)-.00001;                                              
  EQ  220 LAAVIAU C LAVIAU(-1) PVIAU;                                         
EQUATION 435  LAAVIAU  
   RHS     C  LAVIAU(-1)  PVIAU  
 SMPL 1990.3 2012.4;                                                          
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
 OLS;EST  435 PLOT=0;END;                                                     

Equation number =  435
**********************

Dependent variable = LAAVIAU 

 1990.3 -   2012.4,    0 missing obs.,   90 obs. used.

Mean of dependent variable       -7.772366014

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.285054656       0.733397688  -0.38868     1.000000
11714 LAVIAU  ( -1)       0.847214682       0.057201447  14.81107    -7.841497
11712 PVIAU   (  0)      -0.783330577       0.657514237  -1.19135     1.077298

SE of equation            =     0.592069649
Sum of squared residuals  =  30.4975428      -0.220090612E-11
Average absolute error    =     0.495767923
Sum of ABS residuals      =  44.6191131    
R squared                 =   0.74005
Durbin-Watson statistic   =   3.01636
SMPL and No. Obs.         = 1990.3   2012.4     90

Plot of actual(*) and fitted(+) values and residuals(0)


 1990.3! + *                                  !!        .     . 0   .        !
 1990.4*      +                               !!   0    .     .     .        !
 1991.1!   +     *                            !!        .     .     .    0   !
 1991.2!           + *                        !!        .     .   0 .        !
 1991.3!        *     +                       !!    0   .     .     .        !
 1991.4!      *   +                           !!        0     .     .        !
 1992.1!         +    *                       !!        .     .     .  0     !
 1992.2!               +                      !!        .     0     .        !
 1992.3!            *   +                     !!       0.     .     .        !
 1992.4!           * +                        !!        .0    .     .        !
 1993.1!            +    *                    !!        .     .     . 0      !
 1993.2!            *    +                    !!     0  .     .     .        !
 1993.3!           * +                        !!        .  0  .     .        !
 1993.4!       *    +                         !!      0 .     .     .        !
 1994.1!         +*                           !!        .     .0    .        !
 1994.2!        *  +                          !!        .0    .     .        !
 1994.3!          +  *                        !!        .     .     0        !
 1994.4!           *  +                       !!        0     .     .        !
 1995.1!           *+                         !!        .    0.     .        !
 1995.2!           * +                        !!        .  0  .     .        !
 1995.3!           * +                        !!        .  0  .     .        !
 1995.4!           * +                        !!        .  0  .     .        !
 1996.1!        *    +                        !!      0 .     .     .        !
 1996.2!        * +                           !!        .  0  .     .        !
 1996.3!        * +                           !!        .  0  .     .        !
 1996.4!        * +                           !!        .  0  .     .        !
 1997.1!         + *                          !!        .     .   0 .        !
 1997.2!            +                         !!        .     0     .        !
 1997.3!            *+                        !!        .    0.     .        !
 1997.4!             +                        !!        .    0.     .        !
 1998.1!          *  +                        !!        .0    .     .        !
 1998.2!          *+                          !!        .   0 .     .        !
 1998.3!          *+                          !!        .   0 .     .        !
 1998.4!          *+                          !!        .    0.     .        !
 1999.1!            +       *                 !!        .     .     .        0
 1999.2!                 *  +                 !!        . 0   .     .        !
 1999.3!                 +  *                 !!        .     .    0.        !
 1999.4!               *    +                 !!     0  .     .     .        !
 2000.1!               +  *                   !!        .     .     0        !
 2000.2!             *   +                    !!       0.     .     .        !
 2000.3!             +   *                    !!        .     .     0        !
 2000.4!             *  +                     !!        .0    .     .        !
 2001.1!             +       *                !!        .     .     .      0 !
 2001.2!            *      +                  !! 0      .     .     .        !
 2001.3!            +    *                    !!        .     .     .  0     !
 2001.4!             *   +                    !!       0.     .     .        !
 2002.1!             +      *                 !!        .     .     .      0 !
 2002.2!              *    +                  !!     0  .     .     .        !
 2002.3!              +   *                   !!        .     .     0        !
 2002.4!            *     +                   !!     0  .     .     .        !
 2003.1!             +      *                 !!        .     .     .     0  !
 2003.2!                *   +                 !!       0.     .     .        !
 2003.3!                +  *                  !!        .     .   0 .        !
 2003.4!               *   +                  !!       0.     .     .        !
 2004.1!                +     *               !!        .     .     .   0    !
 2004.2!                  *   +               !!        0     .     .        !
 2004.3!                   + *                !!        .     .  0  .        !
 2004.4!                  *  +                !!        .0    .     .        !
 2005.1!                   +    *             !!        .     .     .  0     !
 2005.2!                    *   +             !!        0     .     .        !
 2005.3!                    + *               !!        .     .   0 .        !
 2005.4!                     *+               !!        .   0 .     .        !
 2006.1!                     +  *             !!        .     .    0.        !
 2006.2!                   *    +             !!      0 .     .     .        !
 2006.3!                   +   *              !!        .     .     .0       !
 2006.4!                   *   +              !!        0     .     .        !
 2007.1!                    + *               !!        .     .   0 .        !
 2007.2!                    * +               !!        .  0  .     .        !
 2007.3!                     + *              !!        .     .   0 .        !
 2007.4!                      *+              !!        .   0 .     .        !
 2008.1!                      +*              !!        .     .0    .        !
 2008.2!                     * +              !!        .0    .     .        !
 2008.3!                     +*               !!        .     .0    .        !
 2008.4!                    * +               !!        . 0   .     .        !
 2009.1!                    +   *             !!        .     .     .0       !
 2009.2!                      * +             !!        .  0  .     .        !
 2009.3!                      +*              !!        .     .0    .        !
 2009.4!                     * +              !!        . 0   .     .        !
 2010.1!                     + *              !!        .     .   0 .        !
 2010.2!                     * +              !!        .   0 .     .        !
 2010.3!                     +  *             !!        .     .   0 .        !
 2010.4!                        +*            !!        .     .  0  .        !
 2011.1!                         + *          !!        .     .  0  .        !
 2011.2!                          +*          !!        .     . 0   .        !
 2011.3!                          +    *      !!        .     .     . 0      !
 2011.4!                              +  *    !!        .     .     0        !
 2012.1!                               +*     !!        .     .0    .        !
 2012.2!                              +    *  !!        .     .     . 0      !
 2012.3!                                +   * !!        .     .     .0       !
 2012.4!                                  +   *!        .     .     .0       !


     35.56 percent of the residuals exceed 1 SE
      3.33 percent of the residuals exceed 2 SE
@@EQ  221 LAANIAU C LANIAU(-1) PNIAU;SMPL 2004.3 2012.4;OLS;EST  221 PLOT=0;EN
@@EQ  222 LAAALAU C LAALAU(-1) PALAU;SMPL 2012.3 2012.4;OLS;EST  222 PLOT=0;EN
@@EQ  223 LAAIAAU C LAIAAU(-1) PIAAU;SMPL 1983.2 2012.4;OLS;EST  223 PLOT=0;EN
@@EQ  224 LAAINAU C LAINAU(-1) PINAU;SMPL 2000.3 2012.4;OLS;EST  224 PLOT=0;EN
@@EQ  225 LAAIQAU C LAIQAU(-1) PIQAU;SMPL 2007.2 2012.4;OLS;EST  225 PLOT=0;EN
@@EQ  226 LAAKUAU C LAKUAU(-1) PKUAU;SMPL 1993.3 2012.4;OLS;EST  226 PLOT=0;EN
@@EQ  227 LAALIAU C LALIAU(-1) PLIAU;SMPL 1981.3 2012.4;OLS;EST  227 PLOT=0;EN
@@EQ  228 LAAUAAU C LAUAAU(-1) PUAAU;SMPL 1989.1 2012.4;OLS;EST  228 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSFR=USPX$/FRPMM;                                                      
 GENR LAAUSFR=LOG(AAUSFR+.00001);                                             
 GENR LAUSFR=LOG(AUSFR+.00001);                                               
 LHS AAUSFR=EXP(LAAUSFR)-.00001;                                              
  EQ  229 LAAUSFR C LAUSFR(-1) PUSFR;                                         
EQUATION 436  LAAUSFR  
   RHS     C  LAUSFR(-1)  PUSFR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  436 PLOT=0;END;                                                     

Equation number =  436
**********************

Dependent variable = LAAUSFR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.956137386

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.995796740       0.153329108  -6.49451     1.000000
11717 LAUSFR  ( -1)       0.656665835       0.050806618  12.92481    -2.953486
11715 PUSFR   (  0)      -0.015472785       0.021839315  -0.70848     1.349926

SE of equation            =     0.088752862
Sum of squared residuals  =  1.45725804      -0.279287704E-10
Average absolute error    =     0.071699595
Sum of ABS residuals      =  13.4795239    
R squared                 =   0.47502
Durbin-Watson statistic   =   2.30499
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                        *            +!! 0      .     .     .        !
 1966.2!                     +  *             !!        .     .   0 .        !
 1966.3!                    +      *          !!        .     .     .0       !
 1966.4!                    * +               !!        .   0 .     .        !
 1967.1!                  +          *        !!        .     .     .     0  !
 1967.2!                        +       *     !!        .     .     . 0      !
 1967.3!                         *+           !!        .    0.     .        !
 1967.4!                   * +                !!        .   0 .     .        !
 1968.1!                  +    *              !!        .     .     0        !
 1968.2!                    +    *            !!        .     .    0.        !
 1968.3!                  *  +                !!        . 0   .     .        !
 1968.4!                +*                    !!        .     0     .        !
 1969.1!   *            +                     !! 0      .     .     .        !
 1969.2!       +    *                         !!        .     .    0.        !
 1969.3!        *    +                        !!        .0    .     .        !
 1969.4!          +  *                        !!        .     .  0  .        !
 1970.1!             +   *                    !!        .     .   0 .        !
 1970.2!                +     *               !!        .     .     0        !
 1970.3!                *  +                  !!        .  0  .     .        !
 1970.4!                +     *               !!        .     .     0        !
 1971.1!                   + *                !!        .     . 0   .        !
 1971.2!              *    +                  !!        .0    .     .        !
 1971.3!               +   *                  !!        .     .    0.        !
 1971.4!         *        +                   !!     0  .     .     .        !
 1972.1!           +         *                !!        .     .     .    0   !
 1972.2!     *             +                  !!0       .     .     .        !
 1972.3!         +                            !!        .     0     .        !
 1972.4!           +             *            !!        .     .     .       0!
 1973.1!                     +     *          !!        .     .     0        !
 1973.2!                *      +              !!       0.     .     .        !
 1973.3!       *        +                     !!     0  .     .     .        !
 1973.4!        * +                           !!        .    0.     .        !
 1974.1!          +       *                   !!        .     .     . 0      !
 1974.2!                *+                    !!        .    0.     .        !
 1974.3!             *  +                     !!        .  0  .     .        !
 1974.4!             +        *               !!        .     .     .  0     !
 1975.1!                  * +                 !!        .   0 .     .        !
 1975.2!                 + *                  !!        .     . 0   .        !
 1975.3!              *  +                    !!        . 0   .     .        !
 1975.4!              +    *                  !!        .     .    0.        !
 1976.1!   *              +                   !0        .     .     .        !
 1976.2!       +   *                          !!        .     .   0 .        !
 1976.3!       *     +                        !!        0     .     .        !
 1976.4!          + *                         !!        .     . 0   .        !
 1977.1!     *       +                        !!      0 .     .     .        !
 1977.2!         +*                           !!        .     .0    .        !
 1977.3!           *+                         !!        .    0.     .        !
 1977.4!        *   +                         !!        .0    .     .        !
 1978.1!     *    +                           !!        0     .     .        !
 1978.2!        +*                            !!        .     .0    .        !
 1978.3!           +     *                    !!        .     .     0        !
 1978.4!                *+                    !!        .    0.     .        !
 1979.1!                +   *                 !!        .     .   0 .        !
 1979.2!                  *+                  !!        .     0     .        !
 1979.3!                 +*                   !!        .     .0    .        !
 1979.4!                 +           *        !!        .     .     .     0  !
 1980.1!                         +            *!        .     .     .       0!
 1980.2!                               + *    !!        .     .  0  .        !
 1980.3!                           +   *      !!        .     .  0  .        !
 1980.4!                          +     *     !!        .     .     0        !
 1981.1!                          + *         !!        .     . 0   .        !
 1981.2!                      * +             !!        .    0.     .        !
 1981.3!             *      +                 !!       0.     .     .        !
 1981.4!              +    *                  !!        .     .     0        !
 1982.1!           *      +                   !!       0.     .     .        !
 1982.2!            +   *                     !!        .     .   0 .        !
 1982.3!              * +                     !!        .   0 .     .        !
 1982.4!               +     *                !!        .     .     0        !
 1983.1!           *       +                  !!      0 .     .     .        !
 1983.2!       *    +                         !!        .0    .     .        !
 1983.3! *        +                           !!     0  .     .     .        !
 1983.4!      +  *                            !!        .     .  0  .        !
 1984.1!  *        +                          !!    0   .     .     .        !
 1984.2!     *+                               !!        .    0.     .        !
 1984.3!   *    +                             !!        0     .     .        !
 1984.4!       +*                             !!        .     .0    .        !
 1985.1!  *       +                           !!     0  .     .     .        !
 1985.2!  *   +                               !!        .0    .     .        !
 1985.3*      +                               !!       0.     .     .        !
 1985.4!     + *                              !!        .     . 0   .        !
 1986.1!          +                           !!        .     0     .        !
 1986.2!     *      +                         !!       0.     .     .        !
 1986.3!         + *                          !!        .     .  0  .        !
 1986.4!             + *                      !!        .     . 0   .        !
 1987.1!      *        +                      !!    0   .     .     .        !
 1987.2!          +*                          !!        .     .0    .        !
 1987.3!     *       +                        !!      0 .     .     .        !
 1987.4!         +         *                  !!        .     .     .   0    !
 1988.1!                  +*                  !!        .     .0    .        !
 1988.2!               *  +                   !!        .  0  .     .        !
 1988.3!            *  +                      !!        . 0   .     .        !
 1988.4!             +      *                 !!        .     .     .0       !
 1989.1!               *  +                   !!        . 0   .     .        !
 1989.2!               +   *                  !!        .     .   0 .        !
 1989.3!                 *+                   !!        .    0.     .        !
 1989.4!                +     *               !!        .     .     0        !
 1990.1!                    +                 !!        .     0     .        !
 1990.2!                  +    *              !!        .     .    0.        !
 1990.3!                     +  *             !!        .     .   0 .        !
 1990.4!                      +        *      !!        .     .     .   0    !
 1991.1!                          +     *     !!        .     .     .0       !
 1991.2!                           + *        !!        .     .  0  .        !
 1991.3!                         +  *         !!        .     .  0  .        !
 1991.4!                        +        *    !!        .     .     .  0     !
 1992.1!                           +  *       !!        .     .  0  .        !
 1992.2!                         +*           !!        .     .0    .        !
 1992.3!                    *  +              !!        .  0  .     .        !
 1992.4!                   +         *        !!        .     .     .   0    !
 1993.1!                        +    *        !!        .     .    0.        !
 1993.2!                         +            !!        .     .0    .        !
 1993.3!                   *  +               !!        .  0  .     .        !
 1993.4!                  +      *            !!        .     .     .0       !
 1994.1!                *     +               !!        0     .     .        !
 1994.2!                +*                    !!        .     .0    .        !
 1994.3!                 +*                   !!        .     .0    .        !
 1994.4!                 +       *            !!        .     .     . 0      !
 1995.1!               *      +               !!       0.     .     .        !
 1995.2!               + *                    !!        .     .0    .        !
 1995.3!           *     +                    !!        0     .     .        !
 1995.4!             +     *                  !!        .     .     0        !
 1996.1!             *    +                   !!        .0    .     .        !
 1996.2!             *+                       !!        .    0.     .        !
 1996.3!           *  +                       !!        . 0   .     .        !
 1996.4!             +        *               !!        .     .     .  0     !
 1997.1!                *   +                 !!        . 0   .     .        !
 1997.2!                +   *                 !!        .     .   0 .        !
 1997.3!                 * +                  !!        .   0 .     .        !
 1997.4!                +       *             !!        .     .     . 0      !
 1998.1!                     +*               !!        .     .0    .        !
 1998.2!                  * +                 !!        .   0 .     .        !
 1998.3!                * +                   !!        .    0.     .        !
 1998.4!                +         *           !!        .     .     .   0    !
 1999.1!                      +*              !!        .     .0    .        !
 1999.2!                   *+                 !!        .    0.     .        !
 1999.3!                * +                   !!        .   0 .     .        !
 1999.4!                +      *              !!        .     .     .0       !
 2000.1!             *      +                 !!       0.     .     .        !
 2000.2!              +  *                    !!        .     .  0  .        !
 2000.3!                 +                    !!        .     0     .        !
 2000.4!                 +     *              !!        .     .     0        !
 2001.1!                   *+                 !!        .    0.     .        !
 2001.2!                 *+                   !!        .    0.     .        !
 2001.3!            *    +                    !!        .0    .     .        !
 2001.4!             +     *                  !!        .     .     0        !
 2002.1!                  + *                 !!        .     . 0   .        !
 2002.2!               *  +                   !!        . 0   .     .        !
 2002.3!         *     +                      !!       0.     .     .        !
 2002.4!           +      *                   !!        .     .     .0       !
 2003.1!    *            +                    !! 0      .     .     .        !
 2003.2!        + *                           !!        .     . 0   .        !
 2003.3!   *        +                         !!     0  .     .     .        !
 2003.4!    *   +                             !!        . 0   .     .        !
 2004.1!        +*                            !!        .     .0    .        !
 2004.2!            +*                        !!        .     .0    .        !
 2004.3!        *     +                       !!       0.     .     .        !
 2004.4!           +   *                      !!        .     .    0.        !
 2005.1!           *    +                     !!        .0    .     .        !
 2005.2!           * +                        !!        .   0 .     .        !
 2005.3!        *    +                        !!        . 0   .     .        !
 2005.4!           + *                        !!        .     . 0   .        !
 2006.1!          *   +                       !!        .0    .     .        !
 2006.2!         *  +                         !!        .  0  .     .        !
 2006.3!           *+                         !!        .    0.     .        !
 2006.4!          *  +                        !!        .  0  .     .        !
 2007.1!            +  *                      !!        .     .  0  .        !
 2007.2!             *  +                     !!        .  0  .     .        !
 2007.3!             *+                       !!        .    0.     .        !
 2007.4!              +                       !!        .     0     .        !
 2008.1!         *     +                      !!        0     .     .        !
 2008.2!            + *                       !!        .     . 0   .        !
 2008.3!             * +                      !!        .    0.     .        !
 2008.4!              +    *                  !!        .     .   0 .        !
 2009.1!                  +  *                !!        .     .  0  .        !
 2009.2!                   +*                 !!        .     .0    .        !
 2009.3!             *     +                  !!       0.     .     .        !
 2009.4!              +    *                  !!        .     .     0        !
 2010.1!           *      +                   !!       0.     .     .        !
 2010.2!          *  +                        !!        .  0  .     .        !
 2010.3!           *+                         !!        .   0 .     .        !
 2010.4!             +     *                  !!        .     .     0        !
 2011.1!       *          +                   !!   0    .     .     .        !
 2011.2!      *   +                           !!        .0    .     .        !
 2011.3!      *   +                           !!        . 0   .     .        !
 2011.4!        *+                            !!        .    0.     .        !
 2012.1!           +*                         !!        .     .0    .        !
 2012.2!              + *                     !!        .     .  0  .        !
 2012.3!              * +                     !!        .   0 .     .        !
 2012.4!               +  *                   !!        .     .  0  .        !


     33.51 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ   230 LAACAFR C LACAFR(-1) PCAFR;SMPL 1966.1 2012.4;OLS;EST  230 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJAFR=JAPX$/FRPMM;                                                      
 GENR LAAJAFR=LOG(AAJAFR+.00001);                                             
 GENR LAJAFR=LOG(AJAFR+.00001);                                               
 LHS AAJAFR=EXP(LAAJAFR)-.00001;                                              
  EQ  231 LAAJAFR C LAJAFR(-1) PJAFR;                                         
EQUATION 437  LAAJAFR  
   RHS     C  LAJAFR(-1)  PJAFR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  437 PLOT=0;END;                                                     

Equation number =  437
**********************

Dependent variable = LAAJAFR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.387114784

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.173658843       0.074137522  -2.34239     1.000000
11720 LAJAFR  ( -1)       0.955800198       0.024077779  39.69636    -4.394611
11718 PJAFR   (  0)      -0.008236876       0.026957161  -0.30555     1.588717

SE of equation            =     0.103253242
Sum of squared residuals  =  1.97232794       0.466151562E-10
Average absolute error    =     0.075465966
Sum of ABS residuals      =  14.1876017    
R squared                 =   0.96656
Durbin-Watson statistic   =   2.26726
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*+                                     !!          .0  .   .          !
 1966.2!+*                                    !!          .   . 0 .          !
 1966.3!  +*                                  !!          .   . 0 .          !
 1966.4!    + *                               !!          .   .   0          !
 1967.1!   *   +                              !!     0    .   .   .          !
 1967.2!    +*                                !!          .   .   0          !
 1967.3!    * +                               !!        0 .   .   .          !
 1967.4!     +*                               !!          .   .   0          !
 1968.1!       +                              !!          . 0 .   .          !
 1968.2!     * +                              !!         0.   .   .          !
 1968.3!     *+                               !!          . 0 .   .          !
 1968.4!      +                               !!          .  0.   .          !
 1969.1!      *+                              !!          .0  .   .          !
 1969.2!      +                               !!          . 0 .   .          !
 1969.3!       +                              !!          .   0   .          !
 1969.4!    *   +                             !!      0   .   .   .          !
 1970.1!     +                                !!          .   0   .          !
 1970.2!      +                               !!          .   0   .          !
 1970.3!       +                              !!          .   0   .          !
 1970.4!      * +                             !!          0   .   .          !
 1971.1!       +    *                         !!          .   .   .        0 !
 1971.2!             +                        !!          .  0.   .          !
 1971.3!             + *                      !!          .   .  0.          !
 1971.4!             * +                      !!         0.   .   .          !
 1972.1!              +*                      !!          .   .  0.          !
 1972.2!               +                      !!          . 0 .   .          !
 1972.3!               +  *                   !!          .   .   .  0       !
 1972.4!                *  +                  !!       0  .   .   .          !
 1973.1!               *+                     !!          . 0 .   .          !
 1973.2!               *+                     !!          .  0.   .          !
 1973.3!            *   +                     !!      0   .   .   .          !
 1973.4!          *  +                        !!       0  .   .   .          !
 1974.1!          +      *                    !!          .   .   .         0!
 1974.2!                 +     *              !!          .   .   .        0 !
 1974.3!                      *+              !!          . 0 .   .          !
 1974.4!                      + *             !!          .   . 0 .          !
 1975.1!                        +   *         !!          .   .   .    0     !
 1975.2!                       *    +         !!    0     .   .   .          !
 1975.3!                    *  +              !!      0   .   .   .          !
 1975.4!                    + *               !!          .   .  0.          !
 1976.1!                      +*              !!          .   . 0 .          !
 1976.2!                      *+              !!          .0  .   .          !
 1976.3!                      +      *        !!          .   .   .          0
 1976.4!                         *   +        !!     0    .   .   .          !
 1977.1!                        *+            !!          .0  .   .          !
 1977.2!                        +*            !!          .   . 0 .          !
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 1977.4!                         + *          !!          .   .   . 0        !
 1978.1!                        *  +          !!       0  .   .   .          !
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 1979.3!                          +           !!          .   0   .          !
 1979.4!                          +*          !!          .   . 0 .          !
 1980.1!                           +  *       !!          .   .   . 0        !
 1980.2!                              +*      !!          .   .  0.          !
 1980.3!                               + *    !!          .   .   0          !
 1980.4!                               * +    !!          .0  .   .          !
 1981.1!                               + *    !!          .   .  0.          !
 1981.2!                                 +    !!          .   .0  .          !
 1981.3!                            *    +    !!   0      .   .   .          !
 1981.4!                           *+         !!          . 0 .   .          !
 1982.1!                            +   *     !!          .   .   .     0    !
 1982.2!                               *+     !!          .  0.   .          !
 1982.3!                               +  *   !!          .   .   .0         !
 1982.4!                               * +    !!         0.   .   .          !
 1983.1!                               +      !!          .   .0  .          !
 1983.2!                              *+      !!          .0  .   .          !
 1983.3!                              +       !!          .   .0  .          !
 1983.4!                              +*      !!          .   . 0 .          !
 1984.1!                             * +      !!         0.   .   .          !
 1984.2!                             +*       !!          .   . 0 .          !
 1984.3!                             *+       !!          . 0 .   .          !
 1984.4!                             +        !!          .   0   .          !
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 1985.2!                            +*        !!          .   .  0.          !
 1985.3!                             + *      !!          .   .   .0         !
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 1986.2!                                 +    !!          . 0 .   .          !
 1986.3!                                +  *  !!          .   .   .0         !
 1986.4!                                 *+   !!          .0  .   .          !
 1987.1!                                 + *  !!          .   .   . 0        !
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 1989.3!                                   +  !!          .   .0  .          !
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 1990.1!                                   +* !!          .   .  0.          !
 1990.2!                                    + *!          .   .   0          !
 1990.3!                                     +*!          .   .0  .          !
 1990.4!                                     +*!          .   .0  .          !
 1991.1!                                      +!          .   0   .          !
 1991.2!                                    *+!!          . 0 .   .          !
 1991.3!                                    +*!!          .   . 0 .          !
 1991.4!                                    *+!!          .  0.   .          !
 1992.1!                                    +*!!          .   . 0 .          !
 1992.2!                                     +!!          .  0.   .          !
 1992.3!                                    + *!          .   .  0.          !
 1992.4!                                    *+!!          .0  .   .          !
 1993.1!                                    + !!          .   0   .          !
 1993.2!                                    + !!          .   . 0 .          !
 1993.3!                                  * + !!          0   .   .          !
 1993.4!                                 *+   !!          .0  .   .          !
 1994.1!                               * +    !!          .0  .   .          !
 1994.2!                               +      !!          .  0.   .          !
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 1995.3!                               +*     !!          .   . 0 .          !
 1995.4!                                +     !!          .   .0  .          !
 1996.1!                                +     !!          . 0 .   .          !
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 1996.3!                              +*      !!          .   . 0 .          !
 1996.4!                               + *    !!          .   .   0          !
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 1997.2!                                +     !!          .   0   .          !
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 1997.4!                                +     !!          .   .0  .          !
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 1998.3!                                 +*   !!          .   . 0 .          !
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 2000.3!                                 *+   !!          . 0 .   .          !
 2000.4!                               * +    !!          0   .   .          !
 2001.1!                               +*     !!          .   . 0 .          !
 2001.2!                               *+     !!          . 0 .   .          !
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 2001.4!                              * +     !!          .0  .   .          !
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 2002.2!                               +*     !!          .   . 0 .          !
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 2002.4!                               +*     !!          .   .0  .          !
 2003.1!                                +     !!          .   .0  .          !
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 2003.4!                                 +*   !!          .   . 0 .          !
 2004.1!                                  +*  !!          .   . 0 .          !
 2004.2!                                 * +  !!          .0  .   .          !
 2004.3!                                 +    !!          .  0.   .          !
 2004.4!                                 +    !!          .   .0  .          !
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 2005.3!                                +     !!          . 0 .   .          !
 2005.4!                               *+     !!          .  0.   .          !
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 2006.2!                              +*      !!          .   . 0 .          !
 2006.3!                               +*     !!          .   .  0.          !
 2006.4!                               *+     !!          .0  .   .          !
 2007.1!                               +      !!          .   0   .          !
 2007.2!                               + *    !!          .   .   0          !
 2007.3!                                 +    !!          .   .0  .          !
 2007.4!                                *+    !!          . 0 .   .          !
 2008.1!                                + *   !!          .   .   0          !
 2008.2!                                 *+   !!          .0  .   .          !
 2008.3!                                *+    !!          . 0 .   .          !
 2008.4!                             *  +     !!         0.   .   .          !
 2009.1!                           * +        !!        0 .   .   .          !
 2009.2!                           +*         !!          .   . 0 .          !
 2009.3!                            +*        !!          .   . 0 .          !
 2009.4!                            *+        !!          .0  .   .          !
 2010.1!                            +         !!          .   .0  .          !
 2010.2!                           * +        !!          .0  .   .          !
 2010.3!                           +          !!          .   0   .          !
 2010.4!                           *+         !!          . 0 .   .          !
 2011.1!                           + *        !!          .   .   0          !
 2011.2!                            *+        !!          . 0 .   .          !
 2011.3!                            + *       !!          .   .  0.          !
 2011.4!                           *  +       !!         0.   .   .          !
 2012.1!                            +*        !!          .   . 0 .          !
 2012.2!                           * +        !!          0   .   .          !
 2012.3!                         * +          !!         0.   .   .          !
 2012.4!                       * +            !!         0.   .   .          !


     21.28 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUFR=AUPX$/FRPMM;                                                      
 GENR LAAAUFR=LOG(AAAUFR+.00001);                                             
 GENR LAAUFR=LOG(AAUFR+.00001);                                               
 LHS AAAUFR=EXP(LAAAUFR)-.00001;                                              
  EQ  232 LAAAUFR C LAAUFR(-1) PAUFR;                                         
EQUATION 438  LAAAUFR  
   RHS     C  LAAUFR(-1)  PAUFR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  438 PLOT=0;END;                                                     

Equation number =  438
**********************

Dependent variable = LAAAUFR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.968020528

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.053334589       0.058607034  -0.91004     1.000000
11723 LAAUFR  ( -1)       0.983266073       0.024272104  40.51013    -4.975098
11721 PAUFR   (  0)      -0.019840711       0.073234008  -0.27092     1.151235

SE of equation            =     0.067816309
Sum of squared residuals  = 0.850824584      -0.940403311E-10
Average absolute error    =     0.046243302
Sum of ABS residuals      =  8.69374084    
R squared                 =   0.97884
Durbin-Watson statistic   =   2.46791
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!*     +                               !!  0        .  .  .           !
 1966.2!+  *                                  !!           .  .  . 0         !
 1966.3*   +                                  !!      0    .  .  .           !
 1966.4+ *                                    !!           .  .  .0          !
 1967.1!  + *                                 !!           .  .  . 0         !
 1967.2!    *+                                !!           .  0  .           !
 1967.3!  *  +                                !!         0 .  .  .           !
 1967.4!   +                                  !!           .  . 0.           !
 1968.1! *  +                                 !!         0 .  .  .           !
 1968.2! *+                                   !!           .0 .  .           !
 1968.3! +*                                   !!           .  . 0.           !
 1968.4!  + *                                 !!           .  .  0           !
 1969.1!    +  *                              !!           .  .  . 0         !
 1969.2!   *   +                              !!      0    .  .  .           !
 1969.3!  *+                                  !!           .0 .  .           !
 1969.4!  *+                                  !!           .0 .  .           !
 1970.1!  +*                                  !!           .  . 0.           !
 1970.2!  * +                                 !!           0  .  .           !
 1970.3!   +                                  !!           .  .0 .           !
 1970.4!   +                                  !!           .  0  .           !
 1971.1!   + *                                !!           .  .  0           !
 1971.2!      +                               !!           .  . 0.           !
 1971.3!       +                              !!           . 0.  .           !
 1971.4!       +                              !!           .  0  .           !
 1972.1!     * +                              !!           0  .  .           !
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 1972.3!     +*                               !!           .  .0 .           !
 1972.4!      + *                             !!           .  .  .0          !
 1973.1!    *   +                             !!     0     .  .  .           !
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 1973.3!   * +                                !!           0  .  .           !
 1973.4*   +                                  !!       0   .  .  .           !
 1974.1!+       *                             !!           .  .  .           0
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 1974.3!     +                                !!           . 0.  .           !
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 1978.1!             +*                       !!           .  .0 .           !
 1978.2!              + *                     !!           .  .  0           !
 1978.3!               *+                     !!           .0 .  .           !
 1978.4!             * +                      !!           0  .  .           !
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 1979.4!                +                     !!           .  0  .           !
 1980.1!                + *                   !!           .  .  0           !
 1980.2!                  +                   !!           .  0  .           !
 1980.3!                  +                   !!           . 0.  .           !
 1980.4!                 *+                   !!           . 0.  .           !
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 1981.2!                 *+                   !!           . 0.  .           !
 1981.3!                 *+                   !!           .0 .  .           !
 1981.4!                 + *                  !!           .  .  .0          !
 1982.1!                   +*                 !!           .  .0 .           !
 1982.2!                    +*                !!           .  . 0.           !
 1982.3!                      +               !!           .  0  .           !
 1982.4!                     *+               !!           . 0.  .           !
 1983.1!                    * +               !!           0  .  .           !
 1983.2!                    +*                !!           .  0  .           !
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 1985.3!                        +             !!           .  0  .           !
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 1986.3!                       +*             !!           .  . 0.           !
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 1987.4!                        +*            !!           .  . 0.           !
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 1989.3!                         +            !!           .  .0 .           !
 1989.4!                          +           !!           .  0  .           !
 1990.1!                         *+           !!           . 0.  .           !
 1990.2!                          +           !!           .  .0 .           !
 1990.3!                          +*          !!           .  .0 .           !
 1990.4!                          *+          !!           . 0.  .           !
 1991.1!                        * +           !!          0.  .  .           !
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 1991.4!                        +             !!           .  0  .           !
 1992.1!                        +             !!           .  0  .           !
 1992.2!                        +             !!           . 0.  .           !
 1992.3!                        + *           !!           .  .  0           !
 1992.4!                        * +           !!           .0 .  .           !
 1993.1!                        *+            !!           .  0  .           !
 1993.2!                         +            !!           .  . 0.           !
 1993.3!                         *+           !!           . 0.  .           !
 1993.4!                         +*           !!           .  .0 .           !
 1994.1!                         *+           !!           . 0.  .           !
 1994.2!                         +*           !!           .  .0 .           !
 1994.3!                          +           !!           .  .0 .           !
 1994.4!                         *+           !!           0  .  .           !
 1995.1!                         +            !!           .  0  .           !
 1995.2!                         +*           !!           .  . 0.           !
 1995.3!                          +*          !!           .  .0 .           !
 1995.4!                          *+          !!           .0 .  .           !
 1996.1!                          +           !!           .  0  .           !
 1996.2!                          +           !!           .  0  .           !
 1996.3!                          +           !!           .  0  .           !
 1996.4!                          +           !!           .  0  .           !
 1997.1!                          +*          !!           .  .0 .           !
 1997.2!                          *+          !!           .0 .  .           !
 1997.3!                          +*          !!           .  .  0           !
 1997.4!                            +         !!           .  .0 .           !
 1998.1!                            +         !!           .  0  .           !
 1998.2!                            + *       !!           .  .  0           !
 1998.3!                           *  +       !!        0  .  .  .           !
 1998.4!                          *+          !!           .0 .  .           !
 1999.1!                          + *         !!           .  .  .0          !
 1999.2!                            +         !!           .  .0 .           !
 1999.3!                            +         !!           .  0  .           !
 1999.4!                            + *       !!           .  . 0.           !
 2000.1!                             *+       !!           .  0  .           !
 2000.2!                             *+       !!           . 0.  .           !
 2000.3!                             +        !!           .  0  .           !
 2000.4!                             +  *     !!           .  .  .  0        !
 2001.1!                                +*    !!           .  . 0.           !
 2001.2!                                 +    !!           .  .0 .           !
 2001.3!                                 +    !!           .  0  .           !
 2001.4!                                 +*   !!           .  .0 .           !
 2002.1!                                 *+   !!           . 0.  .           !
 2002.2!                                 +*   !!           .  0  .           !
 2002.3!                                 *+   !!           . 0.  .           !
 2002.4!                                 +    !!           .  0  .           !
 2003.1!                                *+    !!           .0 .  .           !
 2003.2!                                +*    !!           .  .0 .           !
 2003.3!                                 +*   !!           .  . 0.           !
 2003.4!                                  +*  !!           .  .  0           !
 2004.1!                                 * +  !!         0 .  .  .           !
 2004.2!                               * +    !!           .0 .  .           !
 2004.3!                               +      !!           . 0.  .           !
 2004.4!                               +      !!           .  0  .           !
 2005.1!                               +*     !!           .  . 0.           !
 2005.2!                                +     !!           . 0.  .           !
 2005.3!                               *+     !!           . 0.  .           !
 2005.4!                              *+      !!           .0 .  .           !
 2006.1!                             *+       !!           .0 .  .           !
 2006.2!                             +        !!           . 0.  .           !
 2006.3!                             +        !!           .  0  .           !
 2006.4!                             +        !!           .  .0 .           !
 2007.1!                             +*       !!           .  .0 .           !
 2007.2!                             *+       !!           . 0.  .           !
 2007.3!                             +        !!           .  0  .           !
 2007.4!                            *+        !!           .0 .  .           !
 2008.1!                            + *       !!           .  .  0           !
 2008.2!                              +       !!           .  0  .           !
 2008.3!                              +       !!           . 0.  .           !
 2008.4!                             *+       !!           . 0.  .           !
 2009.1!                             +        !!           .  0  .           !
 2009.2!                             +        !!           . 0.  .           !
 2009.3!                             +*       !!           .  . 0.           !
 2009.4!                             *+       !!           . 0.  .           !
 2010.1!                             + *      !!           .  .  0           !
 2010.2!                               + *    !!           .  .  .0          !
 2010.3!                               * +    !!           0  .  .           !
 2010.4!                               +*     !!           .  .0 .           !
 2011.1!                                +     !!           . 0.  .           !
 2011.2!                                +     !!           .  .0 .           !
 2011.3!                                +     !!           . 0.  .           !
 2011.4!                                +     !!           .  0  .           !
 2012.1!                                +*    !!           .  . 0.           !
 2012.2!                                 +    !!           .  0  .           !
 2012.3!                                 +    *!           .  .  .      0    !
 2012.4!                                    * +!          0.  .  .           !


     20.21 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ   233 LAAGEFR C LAGEFR(-1) PGEFR;SMPL 1966.1 2012.4;OLS;EST  233 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITFR=ITPX$/FRPMM;                                                      
 GENR LAAITFR=LOG(AAITFR+.00001);                                             
 GENR LAITFR=LOG(AITFR+.00001);                                               
 LHS AAITFR=EXP(LAAITFR)-.00001;                                              
  EQ  234 LAAITFR C LAITFR(-1) PITFR;                                         
EQUATION 439  LAAITFR  
   RHS     C  LAITFR(-1)  PITFR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  439 PLOT=0;END;                                                     

Equation number =  439
**********************

Dependent variable = LAAITFR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.139480889

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.114799670       0.050447909  -2.27561     1.000000
11726 LAITFR  ( -1)       0.934093334       0.038724003  24.12182    -2.139787
11724 PITFR   (  0)      -0.026002777       0.069347704  -0.37496     0.996839

SE of equation            =     0.059750069
Sum of squared residuals  = 0.660463081      -0.413578061E-10
Average absolute error    =     0.043404406
Sum of ABS residuals      =  8.16002825    
R squared                 =   0.89794
Durbin-Watson statistic   =   2.52715
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*          +                           !0          .   .   .          !
 1966.2!+        *                            !!          .   .   .        0 !
 1966.3!        * +                           !!          . 0 .   .          !
 1966.4!         +                            !!          .   .0  .          !
 1967.1!          +   *                       !!          .   .   . 0        !
 1967.2!             * +                      !!          . 0 .   .          !
 1967.3!             +                        !!          .   0   .          !
 1967.4!              +*                      !!          .   . 0 .          !
 1968.1!               +                      !!          .   0   .          !
 1968.2!               *+                     !!          .  0.   .          !
 1968.3!               + *                    !!          .   . 0 .          !
 1968.4!                 +   *                !!          .   .   .0         !
 1969.1!                    +*                !!          .   .0  .          !
 1969.2!                     +                !!          .   0   .          !
 1969.3!                  *  +                !!         0.   .   .          !
 1969.4!            *     +                   !!     0    .   .   .          !
 1970.1!            + *                       !!          .   .  0.          !
 1970.2!             *+                       !!          .  0.   .          !
 1970.3!              +    *                  !!          .   .   .  0       !
 1970.4!                *  +                  !!          0   .   .          !
 1971.1!                +    *                !!          .   .   . 0        !
 1971.2!                     +  *             !!          .   .   0          !
 1971.3!                        + *           !!          .   .   0          !
 1971.4!                          +           !!          .   0   .          !
 1972.1!                          +           !!          .   .0  .          !
 1972.2!                         *+           !!          .  0.   .          !
 1972.3!                         +*           !!          .   0   .          !
 1972.4!                         + *          !!          .   .  0.          !
 1973.1!                 *         +          !!0         .   .   .          !
 1973.2!                 +   *                !!          .   .   . 0        !
 1973.3!                     +                !!          .   0   .          !
 1973.4!             *       +                !!   0      .   .   .          !
 1974.1!             +      *                 !!          .   .   .    0     !
 1974.2!               *    +                 !!       0  .   .   .          !
 1974.3!               *+                     !!          .  0.   .          !
 1974.4!              *+                      !!          . 0 .   .          !
 1975.1!              +     *                 !!          .   .   .  0       !
 1975.2!                    +  *              !!          .   .   .0         !
 1975.3!                       + *            !!          .   . 0 .          !
 1975.4!                        +  *          !!          .   .  0.          !
 1976.1!                          +           !!          .  0.   .          !
 1976.2!                        * +           !!          . 0 .   .          !
 1976.3!                       *+             !!          . 0 .   .          !
 1976.4!                       +              !!          .   0   .          !
 1977.1!                       +  *           !!          .   .   .0         !
 1977.2!                          +  *        !!          .   .   0          !
 1977.3!                      *     +         !!      0   .   .   .          !
 1977.4!                      +      *        !!          .   .   .    0     !
 1978.1!                         *  +         !!          0   .   .          !
 1978.2!                         +     *      !!          .   .   .   0      !
 1978.3!                         *    +       !!       0  .   .   .          !
 1978.4!                         +         *  !!          .   .   .         0!
 1979.1!                                  + * !!          .   . 0 .          !
 1979.2!                                   +  !!          .   .0  .          !
 1979.3!                                  *+  !!          . 0 .   .          !
 1979.4!                                 +  * !!          .   .   0          !
 1980.1!                                  *+  !!          .  0.   .          !
 1980.2!                                * +   !!          . 0 .   .          !
 1980.3!                                +     !!          .   0   .          !
 1980.4!                            *  +      !!          0   .   .          !
 1981.1!                       *    +         !!       0  .   .   .          !
 1981.2!                     * +              !!          . 0 .   .          !
 1981.3!                     +   *            !!          .   .   .0         !
 1981.4!                         +*           !!          .   . 0 .          !
 1982.1!                          + *         !!          .   .  0.          !
 1982.2!                            + *       !!          .   .  0.          !
 1982.3!                            *+        !!          . 0 .   .          !
 1982.4!                         * +          !!          .0  .   .          !
 1983.1!                         +   *        !!          .   .   . 0        !
 1983.2!                             +  *     !!          .   .   0          !
 1983.3!                               +      !!          .  0.   .          !
 1983.4!                              +       !!          .  0.   .          !
 1984.1!                             +        !!          .   0   .          !
 1984.2!                            *+        !!          . 0 .   .          !
 1984.3!                           +  *       !!          .   .   0          !
 1984.4!                             *+       !!          . 0 .   .          !
 1985.1!                            +         !!          .  0.   .          !
 1985.2!                           + *        !!          .   . 0 .          !
 1985.3!                             + *      !!          .   .  0.          !
 1985.4!                               + *    !!          .   .  0.          !
 1986.1!                                 +*   !!          .   .  0.          !
 1986.2!                                  +   !!          .   0   .          !
 1986.3!                                 +  * !!          .   .   0          !
 1986.4!                                  *+  !!          . 0 .   .          !
 1987.1!                                 + *  !!          .   . 0 .          !
 1987.2!                                 *+   !!          .  0.   .          !
 1987.3!                                 +   *!!          .   .   . 0        !
 1987.4!                                *   + !!         0.   .   .          !
 1988.1!                                +*    !!          .   . 0 .          !
 1988.2!                                +     *!          .   .   .   0      !
 1988.3!                                 *   +!!        0 .   .   .          !
 1988.4!                                +*    !!          .   .0  .          !
 1989.1!                                + *   !!          .   . 0 .          !
 1989.2!                                 +*   !!          .   . 0 .          !
 1989.3!                                 *+   !!          .  0.   .          !
 1989.4!                               *+     !!          .  0.   .          !
 1990.1!                               +      !!          .   .0  .          !
 1990.2!                               +    * !!          .   .   .  0       !
 1990.3!                                 * +  !!          . 0 .   .          !
 1990.4!                              *  +    !!          0   .   .          !
 1991.1!                              +       !!          .   0   .          !
 1991.2!                             +        !!          .   0   .          !
 1991.3!                          *  +        !!          .0  .   .          !
 1991.4!                          +*          !!          .   0   .          !
 1992.1!                          + *         !!          .   . 0 .          !
 1992.2!                           +          !!          .  0.   .          !
 1992.3!                          + *         !!          .   . 0 .          !
 1992.4!                           +          !!          .  0.   .          !
 1993.1!                           +*         !!          .   .0  .          !
 1993.2!                           + *        !!          .   .0  .          !
 1993.3!                            +*        !!          .   .0  .          !
 1993.4!                             +   *    !!          .   .   .0         !
 1994.1!                              * +     !!          .0  .   .          !
 1994.2!                            * +       !!          .0  .   .          !
 1994.3!                            +  *      !!          .   .   0          !
 1994.4!                              +*      !!          .   .0  .          !
 1995.1!                               + *    !!          .   . 0 .          !
 1995.2!                                + *   !!          .   .  0.          !
 1995.3!                                 +*   !!          .   .0  .          !
 1995.4!                               * +    !!          .0  .   .          !
 1996.1!                               +*     !!          .   . 0 .          !
 1996.2!                              *+      !!          . 0 .   .          !
 1996.3!                            * +       !!          . 0 .   .          !
 1996.4!                            +         !!          .   .0  .          !
 1997.1!                        *   +         !!         0.   .   .          !
 1997.2!                        + *           !!          .   . 0 .          !
 1997.3!                         +*           !!          .   0   .          !
 1997.4!                        * +           !!          .0  .   .          !
 1998.1!                        +*            !!          .   .0  .          !
 1998.2!                        *+            !!          .  0.   .          !
 1998.3!                     *  +             !!          0   .   .          !
 1998.4!                     +                !!          .   0   .          !
 1999.1!                     +*               !!          .   . 0 .          !
 1999.2!                    * +               !!          .0  .   .          !
 1999.3!                  * +                 !!          .0  .   .          !
 1999.4!                  +   *               !!          .   .   .0         !
 2000.1!               *      +               !!    0     .   .   .          !
 2000.2!               +   *                  !!          .   .   . 0        !
 2000.3!                   *+                 !!          .  0.   .          !
 2000.4!                   *+                 !!          .  0.   .          !
 2001.1!                  *+                  !!          .  0.   .          !
 2001.2!                   +                  !!          .   .0  .          !
 2001.3!                *  +                  !!          0   .   .          !
 2001.4!                 +                    !!          .   0   .          !
 2002.1!               * +                    !!          . 0 .   .          !
 2002.2!                +*                    !!          .   . 0 .          !
 2002.3!                 +                    !!          .   0   .          !
 2002.4!               *  +                   !!          .0  .   .          !
 2003.1!                +*                    !!          .   . 0 .          !
 2003.2!               * +                    !!          .0  .   .          !
 2003.3!               +                      !!          .  0.   .          !
 2003.4!               +*                     !!          .   .0  .          !
 2004.1!                +*                    !!          .   . 0 .          !
 2004.2!               *  +                   !!          0   .   .          !
 2004.3!             * +                      !!          .0  .   .          !
 2004.4!           * +                        !!          .0  .   .          !
 2005.1!           +   *                      !!          .   .   .0         !
 2005.2!             * +                      !!          .0  .   .          !
 2005.3!             *+                       !!          .  0.   .          !
 2005.4!         *    +                       !!       0  .   .   .          !
 2006.1!          +*                          !!          .   . 0 .          !
 2006.2!         *  +                         !!          0   .   .          !
 2006.3!          +                           !!          .   .0  .          !
 2006.4!          *+                          !!          . 0 .   .          !
 2007.1!           +                          !!          .   .0  .          !
 2007.2!            +                         !!          .  0.   .          !
 2007.3!          * +                         !!          .0  .   .          !
 2007.4!        * +                           !!          .0  .   .          !
 2008.1!      *  +                            !!          0   .   .          !
 2008.2!       +                              !!          .   .0  .          !
 2008.3!     *  +                             !!          0   .   .          !
 2008.4!    * +                               !!          . 0 .   .          !
 2009.1!    *+                                !!          .  0.   .          !
 2009.2!   * +                                !!          .0  .   .          !
 2009.3!   *+                                 !!          .  0.   .          !
 2009.4!    +                                 !!          .  0.   .          !
 2010.1!     +                                !!          .   0   .          !
 2010.2!     *+                               !!          .  0.   .          !
 2010.3!    * +                               !!          .0  .   .          !
 2010.4!    *+                                !!          .   0   .          !
 2011.1!     +*                               !!          .   .0  .          !
 2011.2!       +     *                        !!          .   .   .   0      !
 2011.3!             +                        !!          .  0.   .          !
 2011.4!             +*                       !!          .   .0  .          !
 2012.1!             *+                       !!          . 0 .   .          !
 2012.2!            * +                       !!          .0  .   .          !
 2012.3!           *+                         !!          .  0.   .          !
 2012.4!            +                         !!          .   0   .          !


     24.47 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEFR=NEPX$/FRPMM;                                                      
 GENR LAANEFR=LOG(AANEFR+.00001);                                             
 GENR LANEFR=LOG(ANEFR+.00001);                                               
 LHS AANEFR=EXP(LAANEFR)-.00001;                                              
  EQ  235 LAANEFR C LANEFR(-1) PNEFR;                                         
EQUATION 440  LAANEFR  
   RHS     C  LANEFR(-1)  PNEFR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  440 PLOT=0;END;                                                     

Equation number =  440
**********************

Dependent variable = LAANEFR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.765665470

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.157232937       0.072498783  -2.16877     1.000000
11729 LANEFR  ( -1)       0.922955652       0.036933757  24.98949    -2.770021
11727 PNEFR   (  0)      -0.039389886       0.030579873  -1.28810     1.315712

SE of equation            =     0.060277257
Sum of squared residuals  = 0.672169327       0.534994271E-11
Average absolute error    =     0.043329249
Sum of ABS residuals      =  8.14589878    
R squared                 =   0.92267
Durbin-Watson statistic   =   2.23764
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*          +                           !0           .  .  .           !
 1966.2!+     *                               !!           .  .  .    0      !
 1966.3!      +*                              !!           .  .0 .           !
 1966.4!     *  +                             !!          0.  .  .           !
 1967.1!     + *                              !!           .  . 0.           !
 1967.2!        +*                            !!           .  .0 .           !
 1967.3!         + *                          !!           .  .  0           !
 1967.4!           *+                         !!           .0 .  .           !
 1968.1!           +*                         !!           .  . 0.           !
 1968.2!             +                        !!           .  .0 .           !
 1968.3!              +*                      !!           .  . 0.           !
 1968.4!               +*                     !!           .  .0 .           !
 1969.1!                +                     !!           .  0  .           !
 1969.2!                +                     !!           .  0  .           !
 1969.3!               *+                     !!           .0 .  .           !
 1969.4!             * +                      !!           .0 .  .           !
 1970.1!              + *                     !!           .  .  0           !
 1970.2!              * +                     !!           0  .  .           !
 1970.3!              +                       !!           . 0.  .           !
 1970.4!              +                       !!           .  .0 .           !
 1971.1!               +     *                !!           .  .  .    0      !
 1971.2!                     +*               !!           .  . 0.           !
 1971.3!                     *+               !!           . 0.  .           !
 1971.4!                     +                !!           . 0.  .           !
 1972.1!                    *+                !!           .0 .  .           !
 1972.2!                    + *               !!           .  .  .0          !
 1972.3!                     *+               !!           .0 .  .           !
 1972.4!                  *  +                !!          0.  .  .           !
 1973.1!                   + *                !!           .  .  0           !
 1973.2!                    *+                !!           . 0.  .           !
 1973.3!                 *  +                 !!         0 .  .  .           !
 1973.4!            *    +                    !!       0   .  .  .           !
 1974.1!            +        *                !!           .  .  .        0  !
 1974.2!                   * +                !!           .0 .  .           !
 1974.3!                *  +                  !!          0.  .  .           !
 1974.4!                +*                    !!           .  .0 .           !
 1975.1!                 +  *                 !!           .  .  .0          !
 1975.2!                    +                 !!           .  0  .           !
 1975.3!                    + *               !!           .  .  0           !
 1975.4!                      +*              !!           .  .0 .           !
 1976.1!                  *   +               !!        0  .  .  .           !
 1976.2!                 *+                   !!           .0 .  .           !
 1976.3!                 +*                   !!           .  . 0.           !
 1976.4!                  +*                  !!           .  . 0.           !
 1977.1!                  *+                  !!           . 0.  .           !
 1977.2!                  +                   !!           . 0.  .           !
 1977.3!                  +*                  !!           .  .0 .           !
 1977.4!                 * +                  !!           .0 .  .           !
 1978.1!                 +  *                 !!           .  .  .0          !
 1978.2!                 *  +                 !!          0.  .  .           !
 1978.3!                 +*                   !!           .  .0 .           !
 1978.4!                 *+                   !!           . 0.  .           !
 1979.1!                  +  *                !!           .  .  . 0         !
 1979.2!                     +*               !!           .  .0 .           !
 1979.3!                    * +               !!           .0 .  .           !
 1979.4!                    *+                !!           . 0.  .           !
 1980.1!                    +*                !!           .  .0 .           !
 1980.2!                     +*               !!           .  .0 .           !
 1980.3!                     *+               !!           . 0.  .           !
 1980.4!                    *+                !!           .0 .  .           !
 1981.1!                   *+                 !!           .0 .  .           !
 1981.2!                 * +                  !!           0  .  .           !
 1981.3!                 +                    !!           .  0  .           !
 1981.4!                 +*                   !!           .  .0 .           !
 1982.1!               *  +                   !!          0.  .  .           !
 1982.2!                +                     !!           .  .0 .           !
 1982.3!                +*                    !!           .  .0 .           !
 1982.4!               * +                    !!           0  .  .           !
 1983.1!               + *                    !!           .  . 0.           !
 1983.2!                 +  *                 !!           .  .  .0          !
 1983.3!                     +*               !!           .  . 0.           !
 1983.4!                  *   +               !!         0 .  .  .           !
 1984.1!                   + *                !!           .  . 0.           !
 1984.2!                    *+                !!           . 0.  .           !
 1984.3!                    +*                !!           .  . 0.           !
 1984.4!                 *   +                !!        0  .  .  .           !
 1985.1!                 +  *                 !!           .  .  .0          !
 1985.2!                    *+                !!           . 0.  .           !
 1985.3!                    +                 !!           .  .0 .           !
 1985.4!                 *   +                !!         0 .  .  .           !
 1986.1!                 +*                   !!           .  .0 .           !
 1986.2!                  + *                 !!           .  . 0.           !
 1986.3!                    +  *              !!           .  .  .0          !
 1986.4!                     * +              !!           0  .  .           !
 1987.1!                    * +               !!           .0 .  .           !
 1987.2!                   * +                !!           .0 .  .           !
 1987.3!                    +                 !!           .  .0 .           !
 1987.4!                    +                 !!           .  0  .           !
 1988.1!                  *  +                !!           0  .  .           !
 1988.2!                   +                  !!           .  .0 .           !
 1988.3!                    +*                !!           .  .0 .           !
 1988.4!                    *+                !!           . 0.  .           !
 1989.1!                  *  +                !!           0  .  .           !
 1989.2!                  *+                  !!           . 0.  .           !
 1989.3!                   +*                 !!           .  .0 .           !
 1989.4!                 *  +                 !!          0.  .  .           !
 1990.1!                  +*                  !!           .  . 0.           !
 1990.2!                   *+                 !!           . 0.  .           !
 1990.3!                    +                 !!           .  .0 .           !
 1990.4!                   *+                 !!           .0 .  .           !
 1991.1!                  * +                 !!           .0 .  .           !
 1991.2!                  *+                  !!           .  0  .           !
 1991.3!                   + *                !!           .  .  0           !
 1991.4!                   *  +               !!          0.  .  .           !
 1992.1!                  *+                  !!           .0 .  .           !
 1992.2!                   +*                 !!           .  .0 .           !
 1992.3!                   *+                 !!           .0 .  .           !
 1992.4!                   +                  !!           . 0.  .           !
 1993.1!                  *+                  !!           .0 .  .           !
 1993.2!                   +  *               !!           .  .  . 0         !
 1993.3!                       +              !!           .  0  .           !
 1993.4!                     * +              !!           0  .  .           !
 1994.1!                    *+                !!           . 0.  .           !
 1994.2!                   * +                !!           0  .  .           !
 1994.3!                   +*                 !!           .  0  .           !
 1994.4!                  * +                 !!           0  .  .           !
 1995.1!                  +                   !!           .  0  .           !
 1995.2!                   +                  !!           .  0  .           !
 1995.3!                   +                  !!           .  0  .           !
 1995.4!                   *+                 !!           . 0.  .           !
 1996.1!                   *+                 !!           . 0.  .           !
 1996.2!                *   +                 !!          0.  .  .           !
 1996.3!                 + *                  !!           .  .  0           !
 1996.4!                   *+                 !!           . 0.  .           !
 1997.1!                    +   *             !!           .  .  . 0         !
 1997.2!                       *+             !!           .0 .  .           !
 1997.3!                       +*             !!           .  .0 .           !
 1997.4!                      * +             !!           0  .  .           !
 1998.1!                     * +              !!           0  .  .           !
 1998.2!                    *+                !!           .0 .  .           !
 1998.3!                    +*                !!           .  .0 .           !
 1998.4!                      +  *            !!           .  .  . 0         !
 1999.1!                         +    *       !!           .  .  .   0       !
 1999.2!                              +*      !!           .  . 0.           !
 1999.3!                               +*     !!           .  .0 .           !
 1999.4!                               *+     !!           . 0.  .           !
 2000.1!                               +      !!           .  0  .           !
 2000.2!                              + *     !!           .  . 0.           !
 2000.3!                                +     !!           .  .0 .           !
 2000.4!                               *+     !!           .0 .  .           !
 2001.1!                               +      !!           .  .0 .           !
 2001.2!                               +*     !!           .  .0 .           !
 2001.3!                               +  *   !!           .  .  0           !
 2001.4!                               * +    !!           0  .  .           !
 2002.1!                               +*     !!           .  .0 .           !
 2002.2!                                +     !!           .  0  .           !
 2002.3!                               +*     !!           .  .0 .           !
 2002.4!                               *+     !!           . 0.  .           !
 2003.1!                               +*     !!           .  .0 .           !
 2003.2!                               +      !!           .  0  .           !
 2003.3!                               +*     !!           .  . 0.           !
 2003.4!                                +     !!           . 0.  .           !
 2004.1!                               +      !!           . 0.  .           !
 2004.2!                               +      !!           .  .0 .           !
 2004.3!                               +      !!           .  0  .           !
 2004.4!                              *+      !!           . 0.  .           !
 2005.1!                              +*      !!           .  .0 .           !
 2005.2!                               +      !!           .  .0 .           !
 2005.3!                               +*     !!           .  .0 .           !
 2005.4!                               *+     !!           . 0.  .           !
 2006.1!                            *  +      !!          0.  .  .           !
 2006.2!                            +         !!           .  0  .           !
 2006.3!                            +  *      !!           .  .  .0          !
 2006.4!                              *+      !!           .  0  .           !
 2007.1!                              +       !!           .  0  .           !
 2007.2!                              +       !!           .  0  .           !
 2007.3!                              +*      !!           .  . 0.           !
 2007.4!                              *+      !!           .0 .  .           !
 2008.1!                              +  *    !!           .  .  .0          !
 2008.2!                               *+     !!           .0 .  .           !
 2008.3!                               + *    !!           .  .  0           !
 2008.4!                                 +*   !!           .  .0 .           !
 2009.1!                                  +   !!           .  0  .           !
 2009.2!                                 +    !!           .  0  .           !
 2009.3!                                 +  * !!           .  .  .0          !
 2009.4!                                   +* !!           .  .0 .           !
 2010.1!                                    + !!           .  .0 .           !
 2010.2!                                    + !!           .  .0 .           !
 2010.3!                                    +*!!           .  . 0.           !
 2010.4!                                     +!!           .  .0 .           !
 2011.1!                                    *+!!           . 0.  .           !
 2011.2!                                   +* !!           .  .0 .           !
 2011.3!                                    + !!           .  .0 .           !
 2011.4!                                    + !!           .  0  .           !
 2012.1!                                    + !!           .  .0 .           !
 2012.2!                                    + *!           .  .  0           !
 2012.3!                                    *+!!           .0 .  .           !
 2012.4!                                    + *!           .  .  0           !


     24.47 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTFR=STPX$/FRPMM;                                                      
 GENR LAASTFR=LOG(AASTFR+.00001);                                             
 GENR LASTFR=LOG(ASTFR+.00001);                                               
 LHS AASTFR=EXP(LAASTFR)-.00001;                                              
  EQ  236 LAASTFR C LASTFR(-1) PSTFR;                                         
EQUATION 441  LAASTFR  
   RHS     C  LASTFR(-1)  PSTFR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  441 PLOT=0;END;                                                     

Equation number =  441
**********************

Dependent variable = LAASTFR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.554987954

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.471521403       0.115411864  -4.08555     1.000000
11732 LASTFR  ( -1)       0.822539254       0.043572449  18.87751    -3.551267
11730 PSTFR   (  0)      -0.160443377       0.066873598  -2.39920     1.012256

SE of equation            =     0.059036813
Sum of squared residuals  = 0.644788881       0.353179708E-10
Average absolute error    =     0.043056710
Sum of ABS residuals      =  8.09466152    
R squared                 =   0.83058
Durbin-Watson statistic   =   2.28279
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                         *           +!!   0       .  .  .           !
 1966.2!                       +        *     !!           .  .  .    0      !
 1966.3!                              +*      !!           .  .0 .           !
 1966.4!                            + *       !!           .  .0 .           !
 1967.1!                            +       * !!           .  .  .   0       !
 1967.2!                                  +   *!           .  .  .0          !
 1967.3!                                   +* !!           .  .0 .           !
 1967.4!                                 +*   !!           .  .0 .           !
 1968.1!                                +    *!!           .  .  .0          !
 1968.2!                                  +   !!           .  0  .           !
 1968.3!                             * +      !!           .0 .  .           !
 1968.4!                          * +         !!           . 0.  .           !
 1969.1!                          +           !!           .  0  .           !
 1969.2!                        *+            !!           . 0.  .           !
 1969.3!                       *+             !!           . 0.  .           !
 1969.4!                       +  *           !!           .  .  0           !
 1970.1!                          + *         !!           .  .  0           !
 1970.2!                          *+          !!           . 0.  .           !
 1970.3!                       *  +           !!           0  .  .           !
 1970.4!                       +*             !!           .  . 0.           !
 1971.1!                        +       *     !!           .  .  .   0       !
 1971.2!                               +*     !!           .  .0 .           !
 1971.3!                               +      !!           .  0  .           !
 1971.4!                              +*      !!           .  .0 .           !
 1972.1!                            * +       !!           . 0.  .           !
 1972.2!                           +          !!           .  0  .           !
 1972.3!                          + *         !!           .  . 0.           !
 1972.4!                          *+          !!           . 0.  .           !
 1973.1!                        *+            !!           . 0.  .           !
 1973.2!                      * +             !!           . 0.  .           !
 1973.3!                  *   +               !!           0  .  .           !
 1973.4!          *       +                   !!       0   .  .  .           !
 1974.1!          +                *          !!           .  .  .           0
 1974.2!                        *  +          !!           .0 .  .           !
 1974.3!                      * +             !!           .0 .  .           !
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 1978.1!                  * +                 !!           . 0.  .           !
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 1978.3!              +  *                    !!           .  .  0           !
 1978.4!               +                      !!           .  0  .           !
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 1979.3!                + *                   !!           .  .0 .           !
 1979.4!                  +   *               !!           .  .  .0          !
 1980.1!                      +      *        !!           .  .  .  0        !
 1980.2!                        *   +         !!          0.  .  .           !
 1980.3!                        +*            !!           .  .0 .           !
 1980.4!                       *+             !!           . 0.  .           !
 1981.1!                     * +              !!           0  .  .           !
 1981.2!                     +                !!           .  0  .           !
 1981.3!                    *+                !!           . 0.  .           !
 1981.4!                  *+                  !!           . 0.  .           !
 1982.1!           *      +                   !!        0  .  .  .           !
 1982.2!            +    *                    !!           .  .  .0          !
 1982.3!                * +                   !!           .0 .  .           !
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 1983.1!                 *  +                 !!           0  .  .           !
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 1983.3!                  +*                  !!           .  .0 .           !
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 1985.4!                   *  +               !!           0  .  .           !
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 1986.3!                     + *              !!           .  . 0.           !
 1986.4!                      + *             !!           .  . 0.           !
 1987.1!                       +              !!           .  0  .           !
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 1987.3!                 *  +                 !!           0  .  .           !
 1987.4!                 + *                  !!           .  . 0.           !
 1988.1!                  + *                 !!           .  . 0.           !
 1988.2!                   +*                 !!           .  .0 .           !
 1988.3!                    + *               !!           .  . 0.           !
 1988.4!                     +                !!           .  0  .           !
 1989.1!                    + *               !!           .  .0 .           !
 1989.2!                      +               !!           .  .0 .           !
 1989.3!                    * +               !!           .0 .  .           !
 1989.4!                    +   *             !!           .  .  .0          !
 1990.1!                       +              !!           .  0  .           !
 1990.2!                    * +               !!           . 0.  .           !
 1990.3!                    + *               !!           .  . 0.           !
 1990.4!                     +*               !!           .  .0 .           !
 1991.1!                 *   +                !!          0.  .  .           !
 1991.2!                 + *                  !!           .  .0 .           !
 1991.3!                  +   *               !!           .  .  0           !
 1991.4!                  *  +                !!           0  .  .           !
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 1992.3!                *  +                  !!           0  .  .           !
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 1993.3!                    * +               !!           . 0.  .           !
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 1996.4!              *  +                    !!           0  .  .           !
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 1997.3!              +*                      !!           .  .0 .           !
 1997.4!               + *                    !!           .  . 0.           !
 1998.1!              *  +                    !!           0  .  .           !
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 1998.3!              +   *                   !!           .  .  .0          !
 1998.4!               * +                    !!           .0 .  .           !
 1999.1!              *+                      !!           . 0.  .           !
 1999.2!          *   +                       !!          0.  .  .           !
 1999.3!           +                          !!           .  0  .           !
 1999.4!           *+                         !!           . 0.  .           !
 2000.1!            +*                        !!           .  0  .           !
 2000.2!        *    +                        !!          0.  .  .           !
 2000.3!       *  +                           !!           .0 .  .           !
 2000.4!      *  +                            !!           .0 .  .           !
 2001.1!        +    *                        !!           .  .  . 0         !
 2001.2!         *    +                       !!          0.  .  .           !
 2001.3!     *    +                           !!         0 .  .  .           !
 2001.4!      +   *                           !!           .  .  0           !
 2002.1!           + *                        !!           .  . 0.           !
 2002.2!             + *                      !!           .  . 0.           !
 2002.3!             * +                      !!           .0 .  .           !
 2002.4!             +*                       !!           .  0  .           !
 2003.1!      *      +                        !!       0   .  .  .           !
 2003.2!       +*                             !!           .  .0 .           !
 2003.3!         + *                          !!           .  .0 .           !
 2003.4!          *+                          !!           . 0.  .           !
 2004.1!      *    +                          !!          0.  .  .           !
 2004.2!       + *                            !!           .  . 0.           !
 2004.3!        * +                           !!           .0 .  .           !
 2004.4!         +                            !!           .  0  .           !
 2005.1!     *    +                           !!          0.  .  .           !
 2005.2!      +*                              !!           .  .0 .           !
 2005.3!         +                            !!           .  .0 .           !
 2005.4!          +*                          !!           .  .0 .           !
 2006.1!      *     +                         !!         0 .  .  .           !
 2006.2!       *+                             !!           . 0.  .           !
 2006.3!        +  *                          !!           .  . 0.           !
 2006.4!            +                         !!           .  0  .           !
 2007.1!          *  +                        !!           .0 .  .           !
 2007.2!          *+                          !!           . 0.  .           !
 2007.3!        *  +                          !!           .0 .  .           !
 2007.4!          +  *                        !!           .  .  0           !
 2008.1!       *     +                        !!        0  .  .  .           !
 2008.2!        +      *                      !!           .  .  .  0        !
 2008.3!               +                      !!           .  0  .           !
 2008.4!           *   +                      !!          0.  .  .           !
 2009.1!       *  +                           !!           0  .  .           !
 2009.2!       + *                            !!           .  . 0.           !
 2009.3!         +*                           !!           .  .0 .           !
 2009.4!        * +                           !!           .0 .  .           !
 2010.1!      * +                             !!           .0 .  .           !
 2010.2!    * +                               !!           .0 .  .           !
 2010.3!    +                                 !!           . 0.  .           !
 2010.4!    +*                                !!           .  .0 .           !
 2011.1!   *  +                               !!           .0 .  .           !
 2011.2! *  +                                 !!           0  .  .           !
 2011.3* +                                    !!           .0 .  .           !
 2011.4!+   *                                 !!           .  .  0           !
 2012.1!  * +                                 !!           .0 .  .           !
 2012.2!   +                                  !!           .  0  .           !
 2012.3!    +  *                              !!           .  .  0           !
 2012.4!  *    +                              !!          0.  .  .           !


     21.81 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKFR=UKPX$/FRPMM;                                                      
 GENR LAAUKFR=LOG(AAUKFR+.00001);                                             
 GENR LAUKFR=LOG(AUKFR+.00001);                                               
 LHS AAUKFR=EXP(LAAUKFR)-.00001;                                              
  EQ  237 LAAUKFR C LAUKFR(-1) PUKFR;                                         
EQUATION 442  LAAUKFR  
   RHS     C  LAUKFR(-1)  PUKFR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  442 PLOT=0;END;                                                     

Equation number =  442
**********************

Dependent variable = LAAUKFR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.666028532

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.157816881       0.074899423  -2.10705     1.000000
11735 LAUKFR  ( -1)       0.936348856       0.025916856  36.12895    -2.666481
11733 PUKFR   (  0)      -0.010168106       0.044548928  -0.22825     1.126624

SE of equation            =     0.079884477
Sum of squared residuals  =  1.18058299      -0.176125781E-11
Average absolute error    =     0.055513118
Sum of ABS residuals      =  10.4364662    
R squared                 =   0.88292
Durbin-Watson statistic   =   2.16240
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!   *    +                             !!         0 .  .  .           !
 1966.2!  * +                                 !!           . 0.  .           !
 1966.3!  *+                                  !!           . 0.  .           !
 1966.4!   +                                  !!           .  0  .           !
 1967.1!    +                                 !!           .  .0 .           !
 1967.2!     +*                               !!           .  .0 .           !
 1967.3!     *+                               !!           . 0.  .           !
 1967.4!   *  +                               !!           0  .  .           !
 1968.1!    +                                 !!           .  .0 .           !
 1968.2!  *  +                                !!           0  .  .           !
 1968.3! * +                                  !!           .0 .  .           !
 1968.4! *+                                   !!           . 0.  .           !
 1969.1*  +                                   !!           0  .  .           !
 1969.2!+*                                    !!           .  .0 .           !
 1969.3! *+                                   !!           . 0.  .           !
 1969.4*  +                                   !!           0  .  .           !
 1970.1!+                                     !!           .  0  .           !
 1970.2! +                                    !!           .  0  .           !
 1970.3!* +                                   !!           .0 .  .           !
 1970.4! +*                                   !!           .  .0 .           !
 1971.1!  *+                                  !!           .  0  .           !
 1971.2!   +   *                              !!           .  .  0           !
 1971.3!       +                              !!           .  0  .           !
 1971.4!      * +                             !!           . 0.  .           !
 1972.1!       +*                             !!           .  0  .           !
 1972.2!        +                             !!           .  0  .           !
 1972.3!        + *                           !!           .  .0 .           !
 1972.4!          +                           !!           . 0.  .           !
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 1973.3!         +                            !!           .  0  .           !
 1973.4!  *       +                           !!       0   .  .  .           !
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 1974.2!       *     +                        !!        0  .  .  .           !
 1974.3!       +   *                          !!           .  .  .0          !
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 1975.3!             + *                      !!           .  . 0.           !
 1975.4!               +*                     !!           .  .0 .           !
 1976.1!             *  +                     !!           0  .  .           !
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 1976.3!             +*                       !!           .  . 0.           !
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 1977.2!               +                      !!           .  0  .           !
 1977.3!               +  *                   !!           .  .  0           !
 1977.4!                 *+                   !!           . 0.  .           !
 1978.1!                *+                    !!           . 0.  .           !
 1978.2!                + *                   !!           .  . 0.           !
 1978.3!                  +*                  !!           .  .0 .           !
 1978.4!                * +                   !!           0  .  .           !
 1979.1!                +                     !!           .  0  .           !
 1979.2!                +    *                !!           .  .  . 0         !
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 1983.3!                     + *              !!           .  . 0.           !
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 1984.1!                      +    *          !!           .  .  . 0         !
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 1984.3!                      +  *            !!           .  .  0           !
 1984.4!                         +  *         !!           .  .  0           !
 1985.1!                           +          !!           .  .0 .           !
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 1985.3!                         *+           !!           .  0  .           !
 1985.4!                       * +            !!           .0 .  .           !
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 1986.3!                  + *                 !!           .  .  0           !
 1986.4!                    +   *             !!           .  .  .0          !
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 1987.2!                        +             !!           .  0  .           !
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 1987.4!                        *+            !!           . 0.  .           !
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 1988.2!                      + *             !!           .  . 0.           !
 1988.3!                        +*            !!           .  .0 .           !
 1988.4!                      * +             !!           0  .  .           !
 1989.1!                     +  *             !!           .  . 0.           !
 1989.2!                       +              !!           .  0  .           !
 1989.3!                      + *             !!           .  . 0.           !
 1989.4!                       *+             !!           . 0.  .           !
 1990.1!                       + *            !!           .  . 0.           !
 1990.2!                        +*            !!           .  .0 .           !
 1990.3!                         +            !!           .  0  .           !
 1990.4!                        +  *          !!           .  . 0.           !
 1991.1!                          +           !!           .  0  .           !
 1991.2!                         +  *         !!           .  .  0           !
 1991.3!                           +          !!           . 0.  .           !
 1991.4!                          +           !!           .  0  .           !
 1992.1!                        *+            !!           . 0.  .           !
 1992.2!                        +*            !!           .  .0 .           !
 1992.3!                        +             !!           .  0  .           !
 1992.4!                        + *           !!           .  . 0.           !
 1993.1!                      *   +           !!          0.  .  .           !
 1993.2!                     *+               !!           . 0.  .           !
 1993.3!                    +  *              !!           .  .  0           !
 1993.4!                   *   +              !!          0.  .  .           !
 1994.1!                   +   *              !!           .  .  .0          !
 1994.2!                     *+               !!           . 0.  .           !
 1994.3!                     + *              !!           .  .  0           !
 1994.4!                      *+              !!           . 0.  .           !
 1995.1!                      +  *            !!           .  .  0           !
 1995.2!                      * +             !!           .0 .  .           !
 1995.3!                      +*              !!           .  .0 .           !
 1995.4!                      +*              !!           .  .0 .           !
 1996.1!                       +   *          !!           .  .  .0          !
 1996.2!                         *+           !!           . 0.  .           !
 1996.3!                         + *          !!           .  . 0.           !
 1996.4!                         *+           !!           . 0.  .           !
 1997.1!                        *+            !!           .  0  .           !
 1997.2!                        +             !!           .  0  .           !
 1997.3!                      * +             !!           .0 .  .           !
 1997.4!                      +*              !!           .  .0 .           !
 1998.1!                     * +              !!           . 0.  .           !
 1998.2!                     +*               !!           .  .0 .           !
 1998.3!                      +               !!           .  0  .           !
 1998.4!                     *+               !!           . 0.  .           !
 1999.1!                     +*               !!           .  . 0.           !
 1999.2!                      +*              !!           .  .0 .           !
 1999.3!                       +  *           !!           .  .  0           !
 1999.4!                         +            !!           .  0  .           !
 2000.1!                        *+            !!           .  0  .           !
 2000.2!                       *+             !!           .  0  .           !
 2000.3!                       +              !!           .  0  .           !
 2000.4!                     *+               !!           . 0.  .           !
 2001.1!                     +*               !!           .  .0 .           !
 2001.2!                      +*              !!           .  .0 .           !
 2001.3!                       +              !!           .  0  .           !
 2001.4!                     *+               !!           . 0.  .           !
 2002.1!                     +                !!           .  0  .           !
 2002.2!                     +*               !!           .  .0 .           !
 2002.3!                     + *              !!           .  .0 .           !
 2002.4!                      +               !!           .  0  .           !
 2003.1!                      +*              !!           .  .0 .           !
 2003.2!                     * +              !!           . 0.  .           !
 2003.3!                     +*               !!           .  .0 .           !
 2003.4!                  *   +               !!          0.  .  .           !
 2004.1!                 *+                   !!           . 0.  .           !
 2004.2!                 +                    !!           .  0  .           !
 2004.3!                 + *                  !!           .  . 0.           !
 2004.4!               *   +                  !!          0.  .  .           !
 2005.1!               +  *                   !!           .  .  0           !
 2005.2!                  +                   !!           .  0  .           !
 2005.3!                  +                   !!           .  .0 .           !
 2005.4!                  + *                 !!           .  . 0.           !
 2006.1!                    +             *   !!           .  .  .           0
 2006.2!                                 +    *!           .  .  . 0         !
 2006.3!                       *             +!!0          .  .  .           !
 2006.4!                   *   +              !!          0.  .  .           !
 2007.1!             *     +                  !!        0  .  .  .           !
 2007.2!          *  +                        !!           0  .  .           !
 2007.3!          + *                         !!           .  . 0.           !
 2007.4!            *+                        !!           . 0.  .           !
 2008.1!        *   +                         !!          0.  .  .           !
 2008.2!     *   +                            !!          0.  .  .           !
 2008.3!      +  *                            !!           .  .  0           !
 2008.4!         *+                           !!           .  0  .           !
 2009.1!         *+                           !!           . 0.  .           !
 2009.2!      *  +                            !!           0  .  .           !
 2009.3!       +     *                        !!           .  .  .  0        !
 2009.4!            *+                        !!           . 0.  .           !
 2010.1!         *  +                         !!           0  .  .           !
 2010.2!       *  +                           !!           .0 .  .           !
 2010.3!        +*                            !!           .  .0 .           !
 2010.4!          +*                          !!           .  .0 .           !
 2011.1!          *+                          !!           . 0.  .           !
 2011.2!          +                           !!           . 0.  .           !
 2011.3!      *   +                           !!          0.  .  .           !
 2011.4!       +   *                          !!           .  .  .0          !
 2012.1!         * +                          !!           0  .  .           !
 2012.2!       * +                            !!           .0 .  .           !
 2012.3!       +  *                           !!           .  .  0           !
 2012.4!          *+                          !!           . 0.  .           !


     24.47 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFIFR=FIPX$/FRPMM;                                                      
 GENR LAAFIFR=LOG(AAFIFR+.00001);                                             
 GENR LAFIFR=LOG(AFIFR+.00001);                                               
 LHS AAFIFR=EXP(LAAFIFR)-.00001;                                              
  EQ  238 LAAFIFR C LAFIFR(-1) PFIFR;                                         
EQUATION 443  LAAFIFR  
   RHS     C  LAFIFR(-1)  PFIFR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  443 PLOT=0;END;                                                     

Equation number =  443
**********************

Dependent variable = LAAFIFR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.156114330

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.920755883       0.218024461  -4.22318     1.000000
11738 LAFIFR  ( -1)       0.811427481       0.043903951  18.48188    -5.153929
11736 PFIFR   (  0)      -0.049482546       0.055477328  -0.89194     1.077534

SE of equation            =     0.108925741
Sum of squared residuals  =  2.19499117      -0.749444951E-11
Average absolute error    =     0.083436848
Sum of ABS residuals      =  15.6861274    
R squared                 =   0.67192
Durbin-Watson statistic   =   2.33201
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                      *   +           !!        0.    .    .         !
 1966.2!                     +     *          !!         .    .    .   0     !
 1966.3!                   *      +           !!     0   .    .    .         !
 1966.4!                   +  *               !!         .    .   0.         !
 1967.1!                     +       *        !!         .    .    .     0   !
 1967.2!                       *   +          !!       0 .    .    .         !
 1967.3!                     *+               !!         .  0 .    .         !
 1967.4!                     +*               !!         .    . 0  .         !
 1968.1!                      +  *            !!         .    .   0.         !
 1968.2!                      * +             !!         .  0 .    .         !
 1968.3!                 *    +               !!       0 .    .    .         !
 1968.4!                  +*                  !!         .    . 0  .         !
 1969.1!                   + *                !!         .    . 0  .         !
 1969.2!                   * +                !!         . 0  .    .         !
 1969.3!                   +                  !!         .    0    .         !
 1969.4!                   +                  !!         .   0.    .         !
 1970.1!                   +    *             !!         .    .    .0        !
 1970.2!                 *     +              !!      0  .    .    .         !
 1970.3!               *  +                   !!         .0   .    .         !
 1970.4!                +                     !!         .   0.    .         !
 1971.1!                 +*                   !!         .    . 0  .         !
 1971.2!                   +*                 !!         .    . 0  .         !
 1971.3!                  * +                 !!         . 0  .    .         !
 1971.4!                   +                  !!         .    .0   .         !
 1972.1!                    +  *              !!         .    .    0         !
 1972.2!                 *     +              !!     0   .    .    .         !
 1972.3!                  +    *              !!         .    .    .  0      !
 1972.4!                *      +              !!    0    .    .    .         !
 1973.1!                 +    *               !!         .    .    . 0       !
 1973.2!               *      +               !!    0    .    .    .         !
 1973.3!                +                     !!         .   0.    .         !
 1973.4!             *   +                    !!        0.    .    .         !
 1974.1!              +         *             !!         .    .    .        0!
 1974.2!                       *+             !!         .    0    .         !
 1974.3!               *       +              !!   0     .    .    .         !
 1974.4!                +                     !!         .    .0   .         !
 1975.1!            *    +                    !!       0 .    .    .         !
 1975.2!       *     +                        !!      0  .    .    .         !
 1975.3*          +                           !0         .    .    .         !
 1975.4!   +          *                       !!         .    .    .         0
 1976.1!         *     +                      !!     0   .    .    .         !
 1976.2!       *   +                          !!         .0   .    .         !
 1976.3!   *      +                           !!     0   .    .    .         !
 1976.4!    * +                               !!         . 0  .    .         !
 1977.1!       +                              !!         .    .0   .         !
 1977.2!        * +                           !!         .  0 .    .         !
 1977.3!        * +                           !!         .0   .    .         !
 1977.4!       *  +                           !!         . 0  .    .         !
 1978.1!          +  *                        !!         .    .   0.         !
 1978.2!              +*                      !!         .    0    .         !
 1978.3!           *    +                     !!        0.    .    .         !
 1978.4!             +*                       !!         .    . 0  .         !
 1979.1!                +   *                 !!         .    .    0         !
 1979.2!                    +      *          !!         .    .    .   0     !
 1979.3!                     *    +           !!       0 .    .    .         !
 1979.4!                     +*               !!         .    . 0  .         !
 1980.1!                      +     *         !!         .    .    . 0       !
 1980.2!                           +*         !!         .    . 0  .         !
 1980.3!                           +*         !!         .    .0   .         !
 1980.4!                        *  +          !!         . 0  .    .         !
 1981.1!                        +             !!         .    0    .         !
 1981.2!                  *    +              !!        0.    .    .         !
 1981.3!               *   +                  !!         0    .    .         !
 1981.4!                +   *                 !!         .    .    0         !
 1982.1!                    +   *             !!         .    .    .0        !
 1982.2!                *      +              !!    0    .    .    .         !
 1982.3!         *       +                    !!    0    .    .    .         !
 1982.4!           +     *                    !!         .    .    .  0      !
 1983.1!                  + *                 !!         .    . 0  .         !
 1983.2!                    + *               !!         .    .  0 .         !
 1983.3!                      +               !!         .    .0   .         !
 1983.4!                      +  *            !!         .    .  0 .         !
 1984.1!                   *    +             !!       0 .    .    .         !
 1984.2!                    +      *          !!         .    .    .    0    !
 1984.3!                     *    +           !!        0.    .    .         !
 1984.4!                    *+                !!         .   0.    .         !
 1985.1!                   *+                 !!         .  0 .    .         !
 1985.2!                    +  *              !!         .    .   0.         !
 1985.3!                   *  +               !!         0    .    .         !
 1985.4!                   +*                 !!         .    .0   .         !
 1986.1!                   *+                 !!         .  0 .    .         !
 1986.2!                   +                  !!         .   0.    .         !
 1986.3!                   +      *           !!         .    .    .   0     !
 1986.4!                         +    *       !!         .    .    . 0       !
 1987.1!                            +         !!         .    0    .         !
 1987.2!                           + *        !!         .    .  0 .         !
 1987.3!                           *+         !!         .    0    .         !
 1987.4!                          +   *       !!         .    .    0         !
 1988.1!                           *+         !!         .  0 .    .         !
 1988.2!                         *+           !!         .  0 .    .         !
 1988.3!                        + *           !!         .    .  0 .         !
 1988.4!                         +*           !!         .    .0   .         !
 1989.1!                        *+            !!         .   0.    .         !
 1989.2!                      *+              !!         .   0.    .         !
 1989.3!                      +  *            !!         .    .   0.         !
 1989.4!                        + *           !!         .    .  0 .         !
 1990.1!                         +   *        !!         .    .    0         !
 1990.2!                           +    *     !!         .    .    .0        !
 1990.3!                          *   +       !!         0    .    .         !
 1990.4!                        *+            !!         .   0.    .         !
 1991.1!                      * +             !!         . 0  .    .         !
 1991.2!                   *  +               !!         . 0  .    .         !
 1991.3!                    +    *            !!         .    .    . 0       !
 1991.4!                        +             !!         .    0    .         !
 1992.1!                        +       *     !!         .    .    .     0   !
 1992.2!                              +      *!!         .    .    .    0    !
 1992.3!                       *          +   !0         .    .    .         !
 1992.4!                       + *            !!         .    .  0 .         !
 1993.1!                         +            !!         .    0    .         !
 1993.2!                        +   *         !!         .    .   0.         !
 1993.3!                           +        * !!         .    .    .      0  !
 1993.4!                               * +    !!         .0   .    .         !
 1994.1!                             +        !!         .    0    .         !
 1994.2!                            + *       !!         .    .  0 .         !
 1994.3!                           * +        !!         . 0  .    .         !
 1994.4!                          +    *      !!         .    .    .  0      !
 1995.1!                          *   +       !!         .0   .    .         !
 1995.2!                         +  *         !!         .    .  0 .         !
 1995.3!                     *    +           !!       0 .    .    .         !
 1995.4!                     +*               !!         .    .0   .         !
 1996.1!                     + *              !!         .    . 0  .         !
 1996.2!                   *  +               !!         0    .    .         !
 1996.3!                   +*                 !!         .    .0   .         !
 1996.4!                    +                 !!         .    .0   .         !
 1997.1!                     +  *             !!         .    .    0         !
 1997.2!                       *+             !!         .   0.    .         !
 1997.3!                    *  +              !!         .0   .    .         !
 1997.4!                    +    *            !!         .    .    . 0       !
 1998.1!                         +     *      !!         .    .    .   0     !
 1998.2!                             + *      !!         .    .  0 .         !
 1998.3!                             + *      !!         .    .  0 .         !
 1998.4!                             + *      !!         .    .0   .         !
 1999.1!                             +  *     !!         .    .   0.         !
 1999.2!                              +       !!         .    0    .         !
 1999.3!                            +     *   !!         .    .    . 0       !
 1999.4!                                +     *!         .    .    .   0     !
 2000.1!                                   + *!!         .    .  0 .         !
 2000.2!                                  +  *!!         .    .   0.         !
 2000.3!                                   + *!!         .    .  0 .         !
 2000.4!                                 *+   !!         .   0.    .         !
 2001.1!                               +      !!         .    0    .         !
 2001.2!                             +        !!         .   0.    .         !
 2001.3!                            +         !!         .    .0   .         !
 2001.4!                           +       *  !!         .    .    .    0    !
 2002.1!                                *+    !!         .   0.    .         !
 2002.2!                              +*      !!         .    0    .         !
 2002.3!                             +*       !!         .    .0   .         !
 2002.4!                            + *       !!         .    .  0 .         !
 2003.1!                         *   +        !!         0    .    .         !
 2003.2!                         +            !!         .    0    .         !
 2003.3!                     *   +            !!         0    .    .         !
 2003.4!                   * +                !!         .0   .    .         !
 2004.1!                   + *                !!         .    .  0 .         !
 2004.2!                     +*               !!         .    0    .         !
 2004.3!                 *    +               !!       0 .    .    .         !
 2004.4!                  +*                  !!         .    .0   .         !
 2005.1!                    +*                !!         .    .0   .         !
 2005.2!                  *  +                !!         .0   .    .         !
 2005.3!                  *+                  !!         .   0.    .         !
 2005.4!                   +  *               !!         .    .  0 .         !
 2006.1!                     *+               !!         .  0 .    .         !
 2006.2!                     + *              !!         .    . 0  .         !
 2006.3!                      *+              !!         .   0.    .         !
 2006.4!                       + *            !!         .    .  0 .         !
 2007.1!                        +*            !!         .    .0   .         !
 2007.2!                         +*           !!         .    . 0  .         !
 2007.3!                       *  +           !!         .0   .    .         !
 2007.4!                       +      *       !!         .    .    .   0     !
 2008.1!                          *  +        !!         .0   .    .         !
 2008.2!                         *+           !!         .   0.    .         !
 2008.3!                        *+            !!         .   0.    .         !
 2008.4!                        +             !!         .    0    .         !
 2009.1!                        +   *         !!         .    .    .0        !
 2009.2!                 *          +         !!0        .    .    .         !
 2009.3!                 *+                   !!         .   0.    .         !
 2009.4!                *  +                  !!         .0   .    .         !
 2010.1!                *+                    !!         . 0  .    .         !
 2010.2!                 +    *               !!         .    .    .0        !
 2010.3!                   *  +               !!         .0   .    .         !
 2010.4!                   *+                 !!         .  0 .    .         !
 2011.1!               *    +                 !!       0 .    .    .         !
 2011.2!               * +                    !!         .  0 .    .         !
 2011.3!               * +                    !!         .  0 .    .         !
 2011.4!             *   +                    !!        0.    .    .         !
 2012.1!               + *                    !!         .    . 0  .         !
 2012.2!                 *+                   !!         .  0 .    .         !
 2012.3!          *       +                   !!    0    .    .    .         !
 2012.4!            *+                        !!         .   0.    .         !


     30.32 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
@EQ   239 LAAASFR C LAASFR(-1) PASFR;SMPL 1966.1 2012.4;OLS;EST  239 PLOT=0;EN
@EQ   240 LAASOFR C LASOFR(-1) PSOFR;SMPL 1966.1 2012.4;OLS;EST  240 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOFR=KOPX$/FRPMM;                                                      
 GENR LAAKOFR=LOG(AAKOFR+.00001);                                             
 GENR LAKOFR=LOG(AKOFR+.00001);                                               
 LHS AAKOFR=EXP(LAAKOFR)-.00001;                                              
  EQ  241 LAAKOFR C LAKOFR(-1) PKOFR;                                         
EQUATION 444  LAAKOFR  
   RHS     C  LAKOFR(-1)  PKOFR  
 SMPL 1969.3 2012.4;                                                          
Sample period is now  1969.3 to  2012.4 Internally:    71 to   244
 OLS;EST  444 PLOT=0;END;                                                     

Equation number =  444
**********************

Dependent variable = LAAKOFR 

 1969.3 -   2012.4,    0 missing obs.,  174 obs. used.

Mean of dependent variable       -5.960895497

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.755794908       0.188245469  -4.01494     1.000000
11741 LAKOFR  ( -1)       0.819769467       0.042723281  19.18789    -5.976831
11739 PKOFR   (  0)      -0.172593564       0.053142858  -3.24773     1.769923

SE of equation            =     0.284841582
Sum of squared residuals  =  13.8740383      -0.196980210E-10
Average absolute error    =     0.188636907
Sum of ABS residuals      =  32.8228218    
R squared                 =   0.89252
Durbin-Watson statistic   =   2.30084
SMPL and No. Obs.         = 1969.3   2012.4    174

Plot of actual(*) and fitted(+) values and residuals(0)


 1969.3!     +          *                     !!           .  .  .           0
 1969.4!           *  +                       !!          0.  .  .           !
 1970.1!        * +                           !!           0  .  .           !
 1970.2!      * +                             !!           .0 .  .           !
 1970.3!      +         *                     !!           .  .  .         0 !
 1970.4!              +*                      !!           .  . 0.           !
 1971.1!             *+                       !!           .  0  .           !
 1971.2!             +   *                    !!           .  .  . 0         !
 1971.3!               +                      !!           .  0  .           !
 1971.4!               +                      !!           .  0  .           !
 1972.1!          *   +                       !!         0 .  .  .           !
 1972.2!           +  *                       !!           .  .  .0          !
 1972.3!            * +                       !!           .0 .  .           !
 1972.4!       *    +                         !!       0   .  .  .           !
 1973.1!      * +                             !!           .0 .  .           !
 1973.2!    *   +                             !!        0  .  .  .           !
 1973.3*      +                               !!     0     .  .  .           !
 1973.4*  +                                   !!           0  .  .           !
 1974.1! +                                    !!           .  0  .           !
 1974.2!  * +                                 !!           0  .  .           !
 1974.3!  *  +                                !!          0.  .  .           !
 1974.4!    *+                                !!           . 0.  .           !
 1975.1!   *   +                              !!          0.  .  .           !
 1975.2!      + *                             !!           .  . 0.           !
 1975.3!       * +                            !!           0  .  .           !
 1975.4!         +                            !!           .  0  .           !
 1976.1!       *  +                           !!         0 .  .  .           !
 1976.2!         + *                          !!           .  .  0           !
 1976.3!           *+                         !!           . 0.  .           !
 1976.4!            +                         !!           .  .0 .           !
 1977.1!             +                        !!           .  0  .           !
 1977.2!             +*                       !!           .  0  .           !
 1977.3!              +                       !!           .  0  .           !
 1977.4!               +                      !!           .  0  .           !
 1978.1!              *+                      !!           .0 .  .           !
 1978.2!              *+                      !!           .  0  .           !
 1978.3!               +  *                   !!           .  .  . 0         !
 1978.4!                * +                   !!           0  .  .           !
 1979.1!              * +                     !!           0  .  .           !
 1979.2!              +  *                    !!           .  .  .0          !
 1979.3!                *+                    !!           .0 .  .           !
 1979.4!                + *                   !!           .  . 0.           !
 1980.1!                 *+                   !!           .0 .  .           !
 1980.2!                 +*                   !!           .  .0 .           !
 1980.3!                 *+                   !!           .0 .  .           !
 1980.4!                 *+                   !!           . 0.  .           !
 1981.1!                *+                    !!           .0 .  .           !
 1981.2!                +    *                !!           .  .  .   0       !
 1981.3!                    +                 !!           . 0.  .           !
 1981.4!                *  +                  !!          0.  .  .           !
 1982.1!               * +                    !!           .0 .  .           !
 1982.2!                +                     !!           .  .0 .           !
 1982.3!              * +                     !!           0  .  .           !
 1982.4!               +                      !!           .  0  .           !
 1983.1!                +  *                  !!           .  .  . 0         !
 1983.2!               *   +                  !!         0 .  .  .           !
 1983.3!               +  *                   !!           .  .  0           !
 1983.4!                  +                   !!           .  0  .           !
 1984.1!              *   +                   !!         0 .  .  .           !
 1984.2!               +                      !!           .  0  .           !
 1984.3!               +  *                   !!           .  .  .0          !
 1984.4!                * +                   !!           .0 .  .           !
 1985.1!                +                     !!           .  0  .           !
 1985.2!                +                     !!           .  0  .           !
 1985.3!                +                     !!           . 0.  .           !
 1985.4!                + *                   !!           .  . 0.           !
 1986.1!                  +                   !!           .  0  .           !
 1986.2!                   +    *             !!           .  .  .   0       !
 1986.3!                     * +              !!           .0 .  .           !
 1986.4!                     +*               !!           .  .0 .           !
 1987.1!                     *+               !!           . 0.  .           !
 1987.2!                     + *              !!           .  . 0.           !
 1987.3!                      + *             !!           .  . 0.           !
 1987.4!                       +              !!           .  0  .           !
 1988.1!                       +              !!           .  0  .           !
 1988.2!                      + *             !!           .  . 0.           !
 1988.3!                       +              !!           .  .0 .           !
 1988.4!                     *+               !!           .0 .  .           !
 1989.1!                     +                !!           .  0  .           !
 1989.2!                    +                 !!           .  0  .           !
 1989.3!                   *+                 !!           . 0.  .           !
 1989.4!                   +                  !!           .  0  .           !
 1990.1!                   +*                 !!           .  .0 .           !
 1990.2!                    +*                !!           .  .0 .           !
 1990.3!                     +*               !!           .  .0 .           !
 1990.4!                      +*              !!           .  . 0.           !
 1991.1!                    *  +              !!          0.  .  .           !
 1991.2!                    +*                !!           .  . 0.           !
 1991.3!                     +                !!           .  0  .           !
 1991.4!                     + *              !!           .  .  0           !
 1992.1!                     * +              !!           0  .  .           !
 1992.2!                    *+                !!           . 0.  .           !
 1992.3!                    +*                !!           .  .0 .           !
 1992.4!                     +                !!           . 0.  .           !
 1993.1!                    *+                !!           .  0  .           !
 1993.2!                    +*                !!           .  .0 .           !
 1993.3!                    *+                !!           .  0  .           !
 1993.4!                    +*                !!           .  .0 .           !
 1994.1!                     +                !!           .  0  .           !
 1994.2!                    *+                !!           .0 .  .           !
 1994.3!                    +*                !!           .  . 0.           !
 1994.4!                     +                !!           . 0.  .           !
 1995.1!                     +*               !!           .  . 0.           !
 1995.2!                      +               !!           .  0  .           !
 1995.3!                      +               !!           .  0  .           !
 1995.4!                      + *             !!           .  .  0           !
 1996.1!                       *+             !!           . 0.  .           !
 1996.2!                     * +              !!           .0 .  .           !
 1996.3!                     *+               !!           . 0.  .           !
 1996.4!                     +*               !!           .  .0 .           !
 1997.1!                      +               !!           .  .0 .           !
 1997.2!                     *+               !!           .0 .  .           !
 1997.3!                     +*               !!           .  . 0.           !
 1997.4!                       +    *         !!           .  .  .  0        !
 1998.1!                            +         !!           .  0  .           !
 1998.2!                           *+         !!           . 0.  .           !
 1998.3!                          *+          !!           .0 .  .           !
 1998.4!                          +           !!           .  .0 .           !
 1999.1!                         *+           !!           . 0.  .           !
 1999.2!                         +            !!           .  0  .           !
 1999.3!                        *+            !!           . 0.  .           !
 1999.4!                        +*            !!           .  .0 .           !
 2000.1!                        +             !!           . 0.  .           !
 2000.2!                        +             !!           .  .0 .           !
 2000.3!                      * +             !!           .0 .  .           !
 2000.4!                      + *             !!           .  . 0.           !
 2001.1!                       *+             !!           . 0.  .           !
 2001.2!                      *+              !!           .0 .  .           !
 2001.3!                       + *            !!           .  .  .0          !
 2001.4!                         +*           !!           .  .0 .           !
 2002.1!                          +           !!           .  0  .           !
 2002.2!                       * +            !!           0  .  .           !
 2002.3!                        +*            !!           .  .0 .           !
 2002.4!                         +*           !!           .  . 0.           !
 2003.1!                        * +           !!           0  .  .           !
 2003.2!                        +*            !!           .  0  .           !
 2003.3!                         +*           !!           .  .0 .           !
 2003.4!                          +           !!           .  0  .           !
 2004.1!                          +*          !!           .  .0 .           !
 2004.2!                           +          !!           .  .0 .           !
 2004.3!                           +*         !!           .  .0 .           !
 2004.4!                          *+          !!           . 0.  .           !
 2005.1!                          +*          !!           .  .0 .           !
 2005.2!                           +*         !!           .  .0 .           !
 2005.3!                           +*         !!           .  .0 .           !
 2005.4!                            + *       !!           .  .  .0          !
 2006.1!                             *+       !!           . 0.  .           !
 2006.2!                            *+        !!           . 0.  .           !
 2006.3!                            +*        !!           .  .0 .           !
 2006.4!                            +         !!           . 0.  .           !
 2007.1!                            +         !!           .  0  .           !
 2007.2!                            +*        !!           .  . 0.           !
 2007.3!                            *+        !!           . 0.  .           !
 2007.4!                            +*        !!           .  .0 .           !
 2008.1!                             +        !!           .  0  .           !
 2008.2!                             +        !!           .  0  .           !
 2008.3!                           * +        !!           . 0.  .           !
 2008.4!                            +         !!           .  0  .           !
 2009.1!                           *+         !!           . 0.  .           !
 2009.2!                           +    *     !!           .  .  .  0        !
 2009.3!                          *    +      !!       0   .  .  .           !
 2009.4!                          +  *        !!           .  .  0           !
 2010.1!                           * +        !!           0  .  .           !
 2010.2!                         * +          !!           0  .  .           !
 2010.3!                          +   *       !!           .  .  .   0       !
 2010.4!                             *+       !!           .0 .  .           !
 2011.1!                             +        *!           .  .  .         0 !
 2011.2!                              *     + !!     0     .  .  .           !
 2011.3!                              +       !!           .  .0 .           !
 2011.4!                         *    +       !!        0  .  .  .           !
 2012.1!                          +           !!           .  .0 .           !
 2012.2!                          *+          !!           . 0.  .           !
 2012.3!                          + *         !!           .  . 0.           !
 2012.4!                            +         !!           .  0  .           !


     21.26 percent of the residuals exceed 1 SE
      6.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEFR=BEPX$Q/FRPMM;                                                     
 GENR LAABEFR=LOG(AABEFR+.00001);                                             
 GENR LABEFR=LOG(ABEFR+.00001);                                               
 LHS AABEFR=EXP(LAABEFR)-.00001;                                              
  EQ  242 LAABEFR C LABEFR(-1) PBEFR;                                         
EQUATION 445  LAABEFR  
   RHS     C  LABEFR(-1)  PBEFR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  445 PLOT=0;END;                                                     

Equation number =  445
**********************

Dependent variable = LAABEFR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.140420765

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.506059724       0.100475321  -5.03666     1.000000
11744 LABEFR  ( -1)       0.747681794       0.051761963  14.44462    -2.140652
11742 PBEFR   (  0)      -0.030662367       0.027064625  -1.13293     1.103464

SE of equation            =     0.048506923
Sum of squared residuals  = 0.435290487       0.550421930E-10
Average absolute error    =     0.033989641
Sum of ABS residuals      =  6.39005248    
R squared                 =   0.60871
Durbin-Watson statistic   =   2.24235
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*                +                     !!0          .  .  .           !
 1966.2!    +                                 !!           .  0  .           !
 1966.3!     *  +                             !!           0  .  .           !
 1966.4!      *  +                            !!           0  .  .           !
 1967.1!         +      *                     !!           .  .  .  0        !
 1967.2!             *    +                   !!          0.  .  .           !
 1967.3!             * +                      !!           . 0.  .           !
 1967.4!               +*                     !!           .  .0 .           !
 1968.1!              *  +                    !!           0  .  .           !
 1968.2!               *+                     !!           . 0.  .           !
 1968.3!                 +    *               !!           .  .  . 0         !
 1968.4!                      +*              !!           .  .0 .           !
 1969.1!                      *+              !!           . 0.  .           !
 1969.2!                      +*              !!           .  .0 .           !
 1969.3!                       +              !!           .  0  .           !
 1969.4!                       +*             !!           .  .0 .           !
 1970.1!                     * +              !!           .0 .  .           !
 1970.2!                     +     *          !!           .  .  . 0         !
 1970.3!                        * +           !!           .0 .  .           !
 1970.4!                       +              !!           .  0  .           !
 1971.1!                      +    *          !!           .  .  .0          !
 1971.2!                          +     *     !!           .  .  . 0         !
 1971.3!                              +*      !!           .  .0 .           !
 1971.4!                             + *      !!           .  . 0.           !
 1972.1!                             +        !!           .  0  .           !
 1972.2!                           +  *       !!           .  . 0.           !
 1972.3!                            + *       !!           .  .0 .           !
 1972.4!                            +         *!           .  .  .     0     !
 1973.1!                                  +*  !!           .  0  .           !
 1973.2!                                +     !!           .  0  .           !
 1973.3!                            * +       !!           . 0.  .           !
 1973.4!                 *         +          !!      0    .  .  .           !
 1974.1!                  +                *  !!           .  .  .           0
 1974.2!                              * +     !!           .0 .  .           !
 1974.3!                          * +         !!           .0 .  .           !
 1974.4!                    *    +            !!          0.  .  .           !
 1975.1!                     +  *             !!           .  .  0           !
 1975.2!                        +*            !!           .  .0 .           !
 1975.3!                        +             !!           .  0  .           !
 1975.4!                        +*            !!           .  .0 .           !
 1976.1!                         + *          !!           .  . 0.           !
 1976.2!                        * +           !!           . 0.  .           !
 1976.3!                      * +             !!           .0 .  .           !
 1976.4!                  *   +               !!           0  .  .           !
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 1977.2!                    *  +              !!           .0 .  .           !
 1977.3!                  * +                 !!           .0 .  .           !
 1977.4!                *  +                  !!           .0 .  .           !
 1978.1!                  +  *                !!           .  .  0           !
 1978.2!                  *   +               !!           0  .  .           !
 1978.3!                   +*                 !!           .  .0 .           !
 1978.4!                *    +                !!          0.  .  .           !
 1979.1!                  +   *               !!           .  .  0           !
 1979.2!                      + *             !!           .  . 0.           !
 1979.3!                        +   *         !!           .  .  0           !
 1979.4!                           +          !!           .  0  .           !
 1980.1!                          +  *        !!           .  .  0           !
 1980.2!                          * +         !!           . 0.  .           !
 1980.3!                          + *         !!           .  . 0.           !
 1980.4!                           + *        !!           .  . 0.           !
 1981.1!                     *      +         !!        0  .  .  .           !
 1981.2!                    * +               !!           . 0.  .           !
 1981.3!                    *+                !!           . 0.  .           !
 1981.4!                     +                !!           .  0  .           !
 1982.1!                *     +               !!         0 .  .  .           !
 1982.2!                  +     *             !!           .  .  . 0         !
 1982.3!                    *   +             !!           0  .  .           !
 1982.4!                     +                !!           .  0  .           !
 1983.1!                    * +               !!           . 0.  .           !
 1983.2!                     +  *             !!           .  . 0.           !
 1983.3!                       *+             !!           . 0.  .           !
 1983.4!                      *+              !!           . 0.  .           !
 1984.1!                      + *             !!           .  .0 .           !
 1984.2!                        + *           !!           .  .0 .           !
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 1985.4!                       *   +          !!           0  .  .           !
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 1988.4!                    *     +           !!         0 .  .  .           !
 1989.1!                     +    *           !!           .  .  .0          !
 1989.2!                         *+           !!           . 0.  .           !
 1989.3!                         +            !!           .  0  .           !
 1989.4!                     *   +            !!          0.  .  .           !
 1990.1!                      +               !!           .  0  .           !
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 1990.3!                      + *             !!           .  .0 .           !
 1990.4!                 *      +             !!        0  .  .  .           !
 1991.1!                   +                  !!           .  0  .           !
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 1991.3!                   *+                 !!           . 0.  .           !
 1991.4!                *   +                 !!          0.  .  .           !
 1992.1!                 *+                   !!           . 0.  .           !
 1992.2!                  *+                  !!           . 0.  .           !
 1992.3!                  * +                 !!           .0 .  .           !
 1992.4!                 * +                  !!           .0 .  .           !
 1993.1!                   +   *              !!           .  .  0           !
 1993.2!                       +   *          !!           .  .  0           !
 1993.3!                          +    *      !!           .  .  .0          !
 1993.4!                          *  +        !!           0  .  .           !
 1994.1!                          +           !!           .  0  .           !
 1994.2!                          +           !!           .  0  .           !
 1994.3!                         *+           !!           . 0.  .           !
 1994.4!                         +*           !!           .  .0 .           !
 1995.1!                         + *          !!           .  .0 .           !
 1995.2!                         *+           !!           . 0.  .           !
 1995.3!                       * +            !!           . 0.  .           !
 1995.4!                       +              !!           .  0  .           !
 1996.1!                        + *           !!           .  . 0.           !
 1996.2!                         *+           !!           . 0.  .           !
 1996.3!                         +*           !!           .  .0 .           !
 1996.4!                         +            !!           .  0  .           !
 1997.1!                         +  *         !!           .  .  0           !
 1997.2!                          * +         !!           . 0.  .           !
 1997.3!                          + *         !!           .  . 0.           !
 1997.4!                           +*         !!           .  0  .           !
 1998.1!                           +          !!           .  0  .           !
 1998.2!                         *+           !!           . 0.  .           !
 1998.3!                         +  *         !!           .  .  0           !
 1998.4!                           +          !!           . 0.  .           !
 1999.1!                     *    +           !!         0 .  .  .           !
 1999.2!                      +               !!           .  0  .           !
 1999.3!                       +*             !!           .  .0 .           !
 1999.4!                        +*            !!           .  0  .           !
 2000.1!                         +  *         !!           .  .  0           !
 2000.2!                           + *        !!           .  .0 .           !
 2000.3!                            +         !!           .  0  .           !
 2000.4!                            +         !!           .  0  .           !
 2001.1!                           +          !!           .  0  .           !
 2001.2!                           + *        !!           .  . 0.           !
 2001.3!                            +*        !!           .  .0 .           !
 2001.4!                           *+         !!           . 0.  .           !
 2002.1!                           +          !!           .  0  .           !
 2002.2!                          +  *        !!           .  . 0.           !
 2002.3!                            + *       !!           .  .0 .           !
 2002.4!                            +*        !!           .  .0 .           !
 2003.1!                            +        *!!           .  .  .   0       !
 2003.2!                              *   +   !!           0  .  .           !
 2003.3!                           * +        !!           . 0.  .           !
 2003.4!                           +*         !!           .  .0 .           !
 2004.1!                           + *        !!           .  . 0.           !
 2004.2!                            + *       !!           .  .0 .           !
 2004.3!                            +  *      !!           .  . 0.           !
 2004.4!                             +   *    !!           .  .  0           !
 2005.1!                          *    +      !!          0.  .  .           !
 2005.2!                         +*           !!           .  .0 .           !
 2005.3!                          +*          !!           .  .0 .           !
 2005.4!                          + *         !!           .  . 0.           !
 2006.1!                      *    +          !!          0.  .  .           !
 2006.2!                       +              !!           .  0  .           !
 2006.3!                       + *            !!           .  .0 .           !
 2006.4!                        *+            !!           . 0.  .           !
 2007.1!                     *  +             !!           .0 .  .           !
 2007.2!                      +   *           !!           .  .  0           !
 2007.3!                        * +           !!           .0 .  .           !
 2007.4!                       *+             !!           .  0  .           !
 2008.1!                       + *            !!           .  .0 .           !
 2008.2!                        + *           !!           .  .0 .           !
 2008.3!                         +            !!           .  0  .           !
 2008.4!                       * +            !!           .0 .  .           !
 2009.1!                       +   *          !!           .  .  .0          !
 2009.2!                           +          !!           .  0  .           !
 2009.3!                         *+           !!           . 0.  .           !
 2009.4!                       * +            !!           . 0.  .           !
 2010.1!                      *+              !!           . 0.  .           !
 2010.2!                      +*              !!           .  .0 .           !
 2010.3!                     * +              !!           .0 .  .           !
 2010.4!                    * +               !!           .0 .  .           !
 2011.1!                    *+                !!           .  0  .           !
 2011.2!                    *+                !!           . 0.  .           !
 2011.3!                  *  +                !!           0  .  .           !
 2011.4!                *  +                  !!           0  .  .           !
 2012.1!                  +                   !!           .  0  .           !
 2012.2!                 * +                  !!           .0 .  .           !
 2012.3!                 * +                  !!           . 0.  .           !
 2012.4!                 * +                  !!           . 0.  .           !


     23.40 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDEFR=DEPX$Q/FRPMM;                                                     
 GENR LAADEFR=LOG(AADEFR+.00001);                                             
 GENR LADEFR=LOG(ADEFR+.00001);                                               
 LHS AADEFR=EXP(LAADEFR)-.00001;                                              
  EQ  243 LAADEFR C LADEFR(-1) PDEFR;                                         
EQUATION 446  LAADEFR  
   RHS     C  LADEFR(-1)  PDEFR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  446 PLOT=0;END;                                                     

Equation number =  446
**********************

Dependent variable = LAADEFR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.878959598

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.515966426       0.144056479  -3.58170     1.000000
11747 LADEFR  ( -1)       0.855656082       0.040028569  21.37613    -4.880385
11745 PDEFR   (  0)      -0.161917042       0.058498196  -2.76790     1.155294

SE of equation            =     0.087375986
Sum of squared residuals  =  1.41239414      -0.944044842E-10
Average absolute error    =     0.065519629
Sum of ABS residuals      =  12.3176903    
R squared                 =   0.90905
Durbin-Watson statistic   =   2.38859
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!            +*                        !!          .   . 0 .          !
 1966.2!         * +                          !!          .0  .   .          !
 1966.3!        + *                           !!          .   .  0.          !
 1966.4!   *     +                            !!     0    .   .   .          !
 1967.1!  +        *                          !!          .   .   .      0   !
 1967.2!           +  *                       !!          .   .   .0         !
 1967.3!          *   +                       !!         0.   .   .          !
 1967.4!      *   +                           !!         0.   .   .          !
 1968.1!      *+                              !!          .  0.   .          !
 1968.2!       +                              !!          .   0   .          !
 1968.3!        +  *                          !!          .   .   0          !
 1968.4!       *   +                          !!        0 .   .   .          !
 1969.1!      * +                             !!          . 0 .   .          !
 1969.2!     * +                              !!          .0  .   .          !
 1969.3!*     +                               !!       0  .   .   .          !
 1969.4!  +*                                  !!          .   .0  .          !
 1970.1!   *+                                 !!          . 0 .   .          !
 1970.2!   *+                                 !!          . 0 .   .          !
 1970.3*    +                                 !!       0  .   .   .          !
 1970.4! +                                    !!          .   0   .          !
 1971.1!   +                                  !!          .   .0  .          !
 1971.2!     +*                               !!          .   .0  .          !
 1971.3!      * +                             !!          .0  .   .          !
 1971.4!      * +                             !!          . 0 .   .          !
 1972.1!    *   +                             !!        0 .   .   .          !
 1972.2!      +*                              !!          .   .0  .          !
 1972.3!         +                            !!          .   .0  .          !
 1972.4!         *+                           !!          .  0.   .          !
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 1973.2!         * +                          !!          . 0 .   .          !
 1973.3!          + *                         !!          .   . 0 .          !
 1973.4!         *  +                         !!          0   .   .          !
 1974.1!        +       *                     !!          .   .   .     0    !
 1974.2!           *    +                     !!       0  .   .   .          !
 1974.3!            + *                       !!          .   .  0.          !
 1974.4!          *   +                       !!        0 .   .   .          !
 1975.1!          + *                         !!          .   .  0.          !
 1975.2!          *  +                        !!          .0  .   .          !
 1975.3!           + *                        !!          .   . 0 .          !
 1975.4!             +*                       !!          .   . 0 .          !
 1976.1!            *  +                      !!          .0  .   .          !
 1976.2!            +*                        !!          .   .0  .          !
 1976.3!             +   *                    !!          .   .   .0         !
 1976.4!               * +                    !!          .0  .   .          !
 1977.1!              +*                      !!          .   .0  .          !
 1977.2!               +                      !!          .   .0  .          !
 1977.3!               +  *                   !!          .   .   .0         !
 1977.4!                  +*                  !!          .   .0  .          !
 1978.1!                 *+                   !!          . 0 .   .          !
 1978.2!                 +*                   !!          .   . 0 .          !
 1978.3!                  +*                  !!          .   .0  .          !
 1978.4!                  + *                 !!          .   .  0.          !
 1979.1!                    + *               !!          .   . 0 .          !
 1979.2!                      +               !!          .   0   .          !
 1979.3!                      + *             !!          .   . 0 .          !
 1979.4!                        + *           !!          .   . 0 .          !
 1980.1!                          + *         !!          .   . 0 .          !
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 1980.3!                           + *        !!          .   .  0.          !
 1980.4!                           * +        !!          . 0 .   .          !
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 1981.2!                      * +             !!          . 0 .   .          !
 1981.3!                      +  *            !!          .   .   0          !
 1981.4!                         +*           !!          .   . 0 .          !
 1982.1!                         *+           !!          . 0 .   .          !
 1982.2!                         +   *        !!          .   .   . 0        !
 1982.3!                            *+        !!          .   0   .          !
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 1983.3!                               +  *   !!          .   .   0          !
 1983.4!                                 +*   !!          .   . 0 .          !
 1984.1!                        *        +    !! 0        .   .   .          !
 1984.2!                         +*           !!          .   . 0 .          !
 1984.3!                          +  *        !!          .   .   0          !
 1984.4!                       *     +        !!      0   .   .   .          !
 1985.1!                     *  +             !!          0   .   .          !
 1985.2!                      + *             !!          .   .  0.          !
 1985.3!                         +    *       !!          .   .   .  0       !
 1985.4!                          *  +        !!          0   .   .          !
 1986.1!                          +           !!          .   .0  .          !
 1986.2!                          +  *        !!          .   .   0          !
 1986.3!                            + *       !!          .   .  0.          !
 1986.4!                              + *     !!          .   .   0          !
 1987.1!                               +      !!          .   0   .          !
 1987.2!                              +       !!          .  0.   .          !
 1987.3!                             +*       !!          .   .0  .          !
 1987.4!                              +       !!          .   .0  .          !
 1988.1!                              +*      !!          .   .0  .          !
 1988.2!                              +       !!          .   0   .          !
 1988.3!                              +*      !!          .   .0  .          !
 1988.4!                              + *     !!          .   . 0 .          !
 1989.1!                             * +      !!          .0  .   .          !
 1989.2!                             +*       !!          .   . 0 .          !
 1989.3!                              +*      !!          .   .0  .          !
 1989.4!                               + *    !!          .   .  0.          !
 1990.1!                             *  +     !!          0   .   .          !
 1990.2!                             + *      !!          .   .  0.          !
 1990.3!                              +   *   !!          .   .   .0         !
 1990.4!                             *   +    !!        0 .   .   .          !
 1991.1!                   *         +        !!0         .   .   .          !
 1991.2!                    +          *      !!          .   .   .          0
 1991.3!                               +  *   !!          .   .   0          !
 1991.4!                                *+    !!          .  0.   .          !
 1992.1!                               +  *   !!          .   .   0          !
 1992.2!                                *+    !!          . 0 .   .          !
 1992.3!                               +*     !!          .   . 0 .          !
 1992.4!                               *+     !!          .  0.   .          !
 1993.1!                               + *    !!          .   .   0          !
 1993.2!                                *+    !!          .  0.   .          !
 1993.3!                                +  *  !!          .   .   .0         !
 1993.4!                                * +   !!          .0  .   .          !
 1994.1!                                + *   !!          .   .  0.          !
 1994.2!                                *+    !!          .  0.   .          !
 1994.3!                               +  *   !!          .   .   0          !
 1994.4!                                *+    !!          .  0.   .          !
 1995.1!                                + *   !!          .   .   0          !
 1995.2!                                *+    !!          . 0 .   .          !
 1995.3!                                +*    !!          .   . 0 .          !
 1995.4!                                + *   !!          .   . 0 .          !
 1996.1!                              *  +    !!          0   .   .          !
 1996.2!                              +       !!          .   .0  .          !
 1996.3!                              + *     !!          .   . 0 .          !
 1996.4!                              *+      !!          . 0 .   .          !
 1997.1!                              +    *  !!          .   .   .  0       !
 1997.2!                                  +   !!          .   0   .          !
 1997.3!                                 +*   !!          .   .0  .          !
 1997.4!                                *+    !!          . 0 .   .          !
 1998.1!                              * +     !!          . 0 .   .          !
 1998.2!                          *   +       !!         0.   .   .          !
 1998.3!                           +    *     !!          .   .   . 0        !
 1998.4!                               +*     !!          .   .0  .          !
 1999.1!                              *+      !!          . 0 .   .          !
 1999.2!                              +       !!          .   0   .          !
 1999.3!                              +       !!          .   .0  .          !
 1999.4!                              +  *    !!          .   .   0          !
 2000.1!                               * +    !!          . 0 .   .          !
 2000.2!                               +      !!          .  0.   .          !
 2000.3!                               +      !!          .   .0  .          !
 2000.4!                               +*     !!          .   .0  .          !
 2001.1!                             *  +     !!          .0  .   .          !
 2001.2!                            *+        !!          . 0 .   .          !
 2001.3!                            +         !!          .  0.   .          !
 2001.4!                            +      *  !!          .   .   .    0     !
 2002.1!                             *    +   !!       0  .   .   .          !
 2002.2!                             +*       !!          .   .0  .          !
 2002.3!                              +*      !!          .   .0  .          !
 2002.4!                           *  +       !!          0   .   .          !
 2003.1!                           +    *     !!          .   .   . 0        !
 2003.2!                              *+      !!          . 0 .   .          !
 2003.3!                              +       !!          .   0   .          !
 2003.4!                             *+       !!          .   0   .          !
 2004.1!                            *+        !!          .  0.   .          !
 2004.2!                           *+         !!          . 0 .   .          !
 2004.3!                           +*         !!          .   .0  .          !
 2004.4!                            +*        !!          .   . 0 .          !
 2005.1!                            *+        !!          .  0.   .          !
 2005.2!                            +   *     !!          .   .   .0         !
 2005.3!                               +      *!          .   .   .    0     !
 2005.4!                                 *   +!!         0.   .   .          !
 2006.1!                            *   +     !!        0 .   .   .          !
 2006.2!                            +*        !!          .   .0  .          !
 2006.3!                             +        !!          .   0   .          !
 2006.4!                             +        !!          .   0   .          !
 2007.1!                         *   +        !!         0.   .   .          !
 2007.2!                          +           !!          .   0   .          !
 2007.3!                          +    *      !!          .   .   . 0        !
 2007.4!                              +       !!          .   0   .          !
 2008.1!                            * +       !!          . 0 .   .          !
 2008.2!                            + *       !!          .   .0  .          !
 2008.3!                          *   +       !!          0   .   .          !
 2008.4!                          *+          !!          .  0.   .          !
 2009.1!                           +*         !!          .   . 0 .          !
 2009.2!                            +*        !!          .   .0  .          !
 2009.3!                            *+        !!          .  0.   .          !
 2009.4!                          * +         !!          .0  .   .          !
 2010.1!                          +           !!          .  0.   .          !
 2010.2!                         * +          !!          . 0 .   .          !
 2010.3!                          +           !!          .   0   .          !
 2010.4!                          *+          !!          .  0.   .          !
 2011.1!                       *   +          !!        0 .   .   .          !
 2011.2!                       *+             !!          .  0.   .          !
 2011.3!                        + *           !!          .   .  0.          !
 2011.4!                      *    +          !!       0  .   .   .          !
 2012.1!                     * +              !!          .0  .   .          !
 2012.2!                  *   +               !!        0 .   .   .          !
 2012.3!                  * +                 !!          . 0 .   .          !
 2012.4!                    +*                !!          .   . 0 .          !


     23.40 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOFR=NOPX$Q/FRPMM;                                                     
 GENR LAANOFR=LOG(AANOFR+.00001);                                             
 GENR LANOFR=LOG(ANOFR+.00001);                                               
 LHS AANOFR=EXP(LAANOFR)-.00001;                                              
  EQ  244 LAANOFR C LANOFR(-1) PNOFR;                                         
EQUATION 447  LAANOFR  
   RHS     C  LANOFR(-1)  PNOFR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  447 PLOT=0;END;                                                     

Equation number =  447
**********************

Dependent variable = LAANOFR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.542560307

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.152066443       0.090112610  -1.68752     1.000000
11750 LANOFR  ( -1)       0.946072044       0.022930873  41.25757    -4.546779
11748 PNOFR   (  0)      -0.092207463       0.069846677  -1.32014     0.964279

SE of equation            =     0.187431438
Sum of squared residuals  =  6.49915065       0.368194364E-11
Average absolute error    =     0.137529753
Sum of ABS residuals      =  25.8555936    
R squared                 =   0.93000
Durbin-Watson statistic   =   2.69786
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!    *     +                           !!      0   .   .   .          !
 1966.2!    + *                               !!          .   . 0 .          !
 1966.3!      +*                              !!          .   .0  .          !
 1966.4!      *+                              !!          .  0.   .          !
 1967.1!      + *                             !!          .   .  0.          !
 1967.2!       * +                            !!          .0  .   .          !
 1967.3!      *+                              !!          .  0.   .          !
 1967.4!      *+                              !!          .  0.   .          !
 1968.1!      *+                              !!          .  0.   .          !
 1968.2!  *   +                               !!         0.   .   .          !
 1968.3!   +  *                               !!          .   .  0.          !
 1968.4!      +                               !!          .  0.   .          !
 1969.1!      +                               !!          .  0.   .          !
 1969.2!     *+                               !!          .  0.   .          !
 1969.3!      +    *                          !!          .   .   . 0        !
 1969.4!       *   +                          !!        0 .   .   .          !
 1970.1!       +*                             !!          .   .0  .          !
 1970.2!      *  +                            !!          .0  .   .          !
 1970.3!       +       *                      !!          .   .   .     0    !
 1970.4!       *       +                      !!    0     .   .   .          !
 1971.1!        +   *                         !!          .   .   .0         !
 1971.2!            +*                        !!          .   .0  .          !
 1971.3!         *    +                       !!       0  .   .   .          !
 1971.4!          +       *                   !!          .   .   .      0   !
 1972.1!         *        +                   !! 0        .   .   .          !
 1972.2!         +  *                         !!          .   .  0.          !
 1972.3!      *      +                        !!     0    .   .   .          !
 1972.4!       +  *                           !!          .   .   0          !
 1973.1!         *+                           !!          . 0 .   .          !
 1973.2!         +   *                        !!          .   .   0          !
 1973.3!    *        +                        !!  0       .   .   .          !
 1973.4!     +                                !!          .   .0  .          !
 1974.1!      +  *                            !!          .   .   0          !
 1974.2!      *   +                           !!         0.   .   .          !
 1974.3!       +  *                           !!          .   .   0          !
 1974.4!         *+                           !!          . 0 .   .          !
 1975.1!         + *                          !!          .   . 0 .          !
 1975.2!           +*                         !!          .   .0  .          !
 1975.3!            +  *                      !!          .   .   0          !
 1975.4!       *       +                      !!    0     .   .   .          !
 1976.1!    *   +                             !!         0.   .   .          !
 1976.2!    *+                                !!          . 0 .   .          !
 1976.3! *  +                                 !!          0   .   .          !
 1976.4!  +   *                               !!          .   .   .0         !
 1977.1!     *+                               !!          .  0.   .          !
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 1977.3!     *+                               !!          . 0 .   .          !
 1977.4!      +      *                        !!          .   .   .    0     !
 1978.1!         *   +                        !!         0.   .   .          !
 1978.2!          +*                          !!          .   .0  .          !
 1978.3!    *      +                          !!     0    .   .   .          !
 1978.4!    *+                                !!          . 0 .   .          !
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 1979.3!      +*                              !!          .   .0  .          !
 1979.4!    *  +                              !!          0   .   .          !
 1980.1!     + *                              !!          .   . 0 .          !
 1980.2!   *   +                              !!        0 .   .   .          !
 1980.3!    +*                                !!          .   .0  .          !
 1980.4!     *+                               !!          .  0.   .          !
 1981.1!  *  +                                !!         0.   .   .          !
 1981.2!* +                                   !!          .0  .   .          !
 1981.3!+ *                                   !!          .   . 0 .          !
 1981.4!  +  *                                !!          .   .  0.          !
 1982.1!*    +                                !!       0  .   .   .          !
 1982.2!+   *                                 !!          .   .   .0         !
 1982.3!     +*                               !!          .   . 0 .          !
 1982.4*      +                               !!     0    .   .   .          !
 1983.1!+   *                                 !!          .   .   .0         !
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 1983.3!      +  *                            !!          .   .  0.          !
 1983.4!         +   *                        !!          .   .   .0         !
 1984.1!          *  +                        !!          0   .   .          !
 1984.2!           +*                         !!          .   . 0 .          !
 1984.3!            *+                        !!          .  0.   .          !
 1984.4!            +*                        !!          .   .0  .          !
 1985.1!             +       *                !!          .   .   .     0    !
 1985.2!                    +                 !!          .  0.   .          !
 1985.3!                   +    *             !!          .   .   . 0        !
 1985.4!            *          +              !0          .   .   .          !
 1986.1!         *  +                         !!          0   .   .          !
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 1986.3!            + *                       !!          .   .  0.          !
 1986.4!               + *                    !!          .   . 0 .          !
 1987.1!                 + *                  !!          .   . 0 .          !
 1987.2!                   +*                 !!          .   .0  .          !
 1987.3!                *    +                !!       0  .   .   .          !
 1987.4!                +     *               !!          .   .   .   0      !
 1988.1!                      +  *            !!          .   .  0.          !
 1988.2!                       * +            !!          . 0 .   .          !
 1988.3!                       +*             !!          .   .0  .          !
 1988.4!                        + *           !!          .   . 0 .          !
 1989.1!                          + *         !!          .   . 0 .          !
 1989.2!                           +          !!          .   0   .          !
 1989.3!                           + *        !!          .   . 0 .          !
 1989.4!                             +*       !!          .   . 0 .          !
 1990.1!                           *  +       !!          0   .   .          !
 1990.2!                           +          !!          .  0.   .          !
 1990.3!                           +          !!          .   .0  .          !
 1990.4!                          *+          !!          . 0 .   .          !
 1991.1!                          +           !!          .   0   .          !
 1991.2!                          +           !!          .   0   .          !
 1991.3!                          +  *        !!          .   .   0          !
 1991.4!                           * +        !!          . 0 .   .          !
 1992.1!                           +*         !!          .   0   .          !
 1992.2!                            + *       !!          .   .   0          !
 1992.3!                            * +       !!          .0  .   .          !
 1992.4!                            +*        !!          .   .0  .          !
 1993.1!                            *+        !!          .  0.   .          !
 1993.2!                            +*        !!          .   . 0 .          !
 1993.3!                             +  *     !!          .   .  0.          !
 1993.4!                                +     !!          .   0   .          !
 1994.1!                                +     !!          .   0   .          !
 1994.2!                               *+     !!          . 0 .   .          !
 1994.3!                             *+       !!          .  0.   .          !
 1994.4!                              + *     !!          .   .  0.          !
 1995.1!                               *+     !!          .  0.   .          !
 1995.2!                            *  +      !!          0   .   .          !
 1995.3!                            + *       !!          .   .  0.          !
 1995.4!                              + *     !!          .   . 0 .          !
 1996.1!                                + *   !!          .   . 0 .          !
 1996.2!                                *+    !!          .0  .   .          !
 1996.3!                               +    * !!          .   .   .0         !
 1996.4!                                 * +  !!          . 0 .   .          !
 1997.1!                                 + *  !!          .   . 0 .          !
 1997.2!                                 *+   !!          .  0.   .          !
 1997.3!                               * +    !!          .0  .   .          !
 1997.4!                               +  *   !!          .   .  0.          !
 1998.1!                                * +   !!          .  0.   .          !
 1998.2!                                +     !!          .  0.   .          !
 1998.3!                                +     !!          .   .0  .          !
 1998.4!                               *+     !!          . 0 .   .          !
 1999.1!                               +*     !!          .   . 0 .          !
 1999.2!                                +     !!          .   0   .          !
 1999.3!                                +     !!          .   0   .          !
 1999.4!                             *  +     !!          .0  .   .          !
 2000.1!                             +  *     !!          .   .   0          !
 2000.2!                               +      !!          .  0.   .          !
 2000.3!                              + *     !!          .   .  0.          !
 2000.4!                                +*    !!          .   .0  .          !
 2001.1!                                +*    !!          .   .0  .          !
 2001.2!                                +*    !!          .   . 0 .          !
 2001.3!                                 +    *!          .   .   . 0        !
 2001.4!                                     +*!          .   0   .          !
 2002.1!                                     +!!          .   0   .          !
 2002.2!                                    + *!          .   . 0 .          !
 2002.3!                                   * +!!          .0  .   .          !
 2002.4!                                  +   !!          .  0.   .          !
 2003.1!                             *   +    !!         0.   .   .          !
 2003.2!                             +*       !!          .   .0  .          !
 2003.3!                             *+       !!          . 0 .   .          !
 2003.4!                             + *      !!          .   .  0.          !
 2004.1!                              +  *    !!          .   .   0          !
 2004.2!                                *+    !!          .  0.   .          !
 2004.3!                             * +      !!          .0  .   .          !
 2004.4!                             +*       !!          .   . 0 .          !
 2005.1!                              +*      !!          .   .0  .          !
 2005.2!                              +       !!          .   0   .          !
 2005.3!                             +        !!          .   0   .          !
 2005.4!                             +*       !!          .   .0  .          !
 2006.1!                            *+        !!          .  0.   .          !
 2006.2!                          *+          !!          . 0 .   .          !
 2006.3!                         +*           !!          .   . 0 .          !
 2006.4!                          +*          !!          .   .0  .          !
 2007.1!                          +*          !!          .   .0  .          !
 2007.2!                        * +           !!          . 0 .   .          !
 2007.3!                        + *           !!          .   .  0.          !
 2007.4!                          +*          !!          .   . 0 .          !
 2008.1!                          + *         !!          .   . 0 .          !
 2008.2!                          +  *        !!          .   .  0.          !
 2008.3!                            +         !!          .   0   .          !
 2008.4!                           + *        !!          .   . 0 .          !
 2009.1!                            + *       !!          .   . 0 .          !
 2009.2!                            *+        !!          . 0 .   .          !
 2009.3!                           +          !!          .   0   .          !
 2009.4!                         * +          !!          .0  .   .          !
 2010.1!                        +             !!          .   0   .          !
 2010.2!                        +             !!          .   0   .          !
 2010.3!                      *+              !!          . 0 .   .          !
 2010.4!                     +                !!          .   0   .          !
 2011.1!                   * +                !!          . 0 .   .          !
 2011.2!                   +*                 !!          .   . 0 .          !
 2011.3!                    +  *              !!          .   .   0          !
 2011.4!                      + *             !!          .   .  0.          !
 2012.1!                      *+              !!          . 0 .   .          !
 2012.2!                     + *              !!          .   .  0.          !
 2012.3!                      *+              !!          .  0.   .          !
 2012.4!                     +*               !!          .   .0  .          !


     21.81 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
@EQ   245 LAASWFR C LASWFR(-1) PSWFR;SMPL 1966.1 2012.4;OLS;EST  245 PLOT=0;EN
@EQ   246 LAAGRFR C LAGRFR(-1) PGRFR;SMPL 1966.1 2012.4;OLS;EST  246 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRFR=IRPX$Q/FRPMM;                                                     
 GENR LAAIRFR=LOG(AAIRFR+.00001);                                             
 GENR LAIRFR=LOG(AIRFR+.00001);                                               
 LHS AAIRFR=EXP(LAAIRFR)-.00001;                                              
  EQ  247 LAAIRFR C LAIRFR(-1) PIRFR;                                         
EQUATION 448  LAAIRFR  
   RHS     C  LAIRFR(-1)  PIRFR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  448 PLOT=0;END;                                                     

Equation number =  448
**********************

Dependent variable = LAAIRFR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.048548682

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.100525222       0.056783254  -1.77033     1.000000
11753 LAIRFR  ( -1)       0.954092863       0.023457013  40.67410    -5.059645
11751 PIRFR   (  0)      -0.089907175       0.073510572  -1.22305     1.341961

SE of equation            =     0.133881203
Sum of squared residuals  =  3.31597264       0.697486513E-11
Average absolute error    =     0.094054832
Sum of ABS residuals      =  17.6823085    
R squared                 =   0.97725
Durbin-Watson statistic   =   2.31606
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!   +*                                 !!          .   . 0 .          !
 1966.2! *  +                                 !!      0   .   .   .          !
 1966.3! +*                                   !!          .   .  0.          !
 1966.4!   +*                                 !!          .   .   .0         !
 1967.1!    *+                                !!          . 0 .   .          !
 1967.2!  * +                                 !!        0 .   .   .          !
 1967.3! * +                                  !!          0   .   .          !
 1967.4! +                                    !!          .   0   .          !
 1968.1!  +     *                             !!          .   .   .         0!
 1968.2!    *    +                            !!   0      .   .   .          !
 1968.3! *   +                                !!    0     .   .   .          !
 1968.4! +  *                                 !!          .   .   . 0        !
 1969.1!    *+                                !!          . 0 .   .          !
 1969.2!    +                                 !!          .   0   .          !
 1969.3!    *+                                !!          .0  .   .          !
 1969.4!     +                                !!          .   . 0 .          !
 1970.1!     *+                               !!          . 0 .   .          !
 1970.2!    *+                                !!          .0  .   .          !
 1970.3!   * +                                !!          0   .   .          !
 1970.4!  * +                                 !!         0.   .   .          !
 1971.1!   +                                  !!          .  0.   .          !
 1971.2!   +                                  !!          . 0 .   .          !
 1971.3*    +                                 !!   0      .   .   .          !
 1971.4!+    *                                !!          .   .   .        0 !
 1972.1!   *  +                               !!      0   .   .   .          !
 1972.2!   +  *                               !!          .   .   .  0       !
 1972.3!       +   *                          !!          .   .   .     0    !
 1972.4!           +                          !!          .  0.   .          !
 1973.1!         * +                          !!       0  .   .   .          !
 1973.2!         + *                          !!          .   .   . 0        !
 1973.3!            +                         !!          .   . 0 .          !
 1973.4!      *      +                        !0          .   .   .          !
 1974.1!       +*                             !!          .   .  0.          !
 1974.2!     *   +                            !!      0   .   .   .          !
 1974.3!   *  +                               !!      0   .   .   .          !
 1974.4!   +*                                 !!          .   .  0.          !
 1975.1!     +    *                           !!          .   .   .        0 !
 1975.2!          *+                          !!          .  0.   .          !
 1975.3!           +                          !!          .   . 0 .          !
 1975.4!            +*                        !!          .   .  0.          !
 1976.1!           *  +                       !!       0  .   .   .          !
 1976.2!          *+                          !!          0   .   .          !
 1976.3!        * +                           !!         0.   .   .          !
 1976.4!         +    *                       !!          .   .   .       0  !
 1977.1!              +                       !!          .   0   .          !
 1977.2!              +*                      !!          .   .  0.          !
 1977.3!                +   *                 !!          .   .   .      0   !
 1977.4!                    +*                !!          .   .  0.          !
 1978.1!                     +                !!          .   .0  .          !
 1978.2!                    *+                !!          . 0 .   .          !
 1978.3!                    + *               !!          .   .   0          !
 1978.4!                     *+               !!          . 0 .   .          !
 1979.1!                    *+                !!          . 0 .   .          !
 1979.2!                     +                !!          .   0   .          !
 1979.3!                     +*               !!          .   . 0 .          !
 1979.4!                     *+               !!          .   0   .          !
 1980.1!                      +*              !!          .   .   0          !
 1980.2!                     *  +             !!       0  .   .   .          !
 1980.3!                    *+                !!          .  0.   .          !
 1980.4!                    *+                !!          .  0.   .          !
 1981.1!                    +                 !!          .  0.   .          !
 1981.2!                    +*                !!          .   .0  .          !
 1981.3!                 *   +                !!      0   .   .   .          !
 1981.4!                 +*                   !!          .   . 0 .          !
 1982.1!                   +*                 !!          .   .  0.          !
 1982.2!                    +  *              !!          .   .   .   0      !
 1982.3!                     * +              !!         0.   .   .          !
 1982.4!                     + *              !!          .   .   0          !
 1983.1!                       +              !!          .   0   .          !
 1983.2!                       +*             !!          .   . 0 .          !
 1983.3!                       *+             !!          .0  .   .          !
 1983.4!                       +*             !!          .   .  0.          !
 1984.1!                        +*            !!          .   .  0.          !
 1984.2!                         +*           !!          .   0   .          !
 1984.3!                       *  +           !!         0.   .   .          !
 1984.4!                        + *           !!          .   .   . 0        !
 1985.1!                          +           !!          .   0   .          !
 1985.2!                          +           !!          .   0   .          !
 1985.3!                          +           !!          .   0   .          !
 1985.4!                        * +           !!         0.   .   .          !
 1986.1!                        +  *          !!          .   .   .  0       !
 1986.2!                          *+          !!          .  0.   .          !
 1986.3!                          +*          !!          .   .0  .          !
 1986.4!                           +          !!          .   .0  .          !
 1987.1!                           +*         !!          .   . 0 .          !
 1987.2!                            +*        !!          .   .  0.          !
 1987.3!                          *  +        !!        0 .   .   .          !
 1987.4!                          +*          !!          .   . 0 .          !
 1988.1!                           +*         !!          .   .0  .          !
 1988.2!                            +         !!          .   0   .          !
 1988.3!                           *+         !!          .0  .   .          !
 1988.4!                           +          !!          .   .0  .          !
 1989.1!                           + *        !!          .   .   0          !
 1989.2!                            *+        !!          .  0.   .          !
 1989.3!                            +         !!          . 0 .   .          !
 1989.4!                            +*        !!          .   .  0.          !
 1990.1!                             +        !!          .   .0  .          !
 1990.2!                             +        !!          . 0 .   .          !
 1990.3!                             +        !!          .   . 0 .          !
 1990.4!                             +*       !!          .   . 0 .          !
 1991.1!                             *+       !!          0   .   .          !
 1991.2!                            *+        !!          .  0.   .          !
 1991.3!                            *+        !!          .  0.   .          !
 1991.4!                            +*        !!          .   . 0 .          !
 1992.1!                             +*       !!          .   .0  .          !
 1992.2!                              +       !!          .   0   .          !
 1992.3!                              +       !!          .   .0  .          !
 1992.4!                              +*      !!          .   . 0 .          !
 1993.1!                               +*     !!          .   .   0          !
 1993.2!                                +*    !!          .   .0  .          !
 1993.3!                                *+    !!          .0  .   .          !
 1993.4!                                +*    !!          .   . 0 .          !
 1994.1!                                +     !!          .  0.   .          !
 1994.2!                                +     !!          .   .0  .          !
 1994.3!                                +     !!          .   0   .          !
 1994.4!                                +*    !!          .   . 0 .          !
 1995.1!                                 +*   !!          .   . 0 .          !
 1995.2!                                  +   !!          .   0   .          !
 1995.3!                                  +   !!          .   0   .          !
 1995.4!                                  +*  !!          .   .   .0         !
 1996.1!                                   +  !!          .  0.   .          !
 1996.2!                                  *+  !!          .  0.   .          !
 1996.3!                                * +   !!         0.   .   .          !
 1996.4!                                + *   !!          .   .   0          !
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 2000.4!                                     +!!          .   0   .          !
 2001.1!                                    + !!          .  0.   .          !
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 2001.4!                                 +*   !!          .   . 0 .          !
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 2002.4!                                +     !!          .   .0  .          !
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 2003.2!                                 + *  !!          .   .   0          !
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 2005.2!                                    + !!          .   0   .          !
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 2005.4!                                  +   !!          .   0   .          !
 2006.1!                                  +   !!          . 0 .   .          !
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 2007.2!                                 +    !!          .   0   .          !
 2007.3!                                 *+   !!          .  0.   .          !
 2007.4!                                 +    !!          . 0 .   .          !
 2008.1!                                 +    !!          .   .0  .          !
 2008.2!                                 +    !!          .   0   .          !
 2008.3!                                 +    !!          . 0 .   .          !
 2008.4!                                 +    !!          .   0   .          !
 2009.1!                                 + *  !!          .   .   .0         !
 2009.2!                                 * +  !!          0   .   .          !
 2009.3!                                 *+   !!          . 0 .   .          !
 2009.4!                               * +    !!          0   .   .          !
 2010.1!                                +     !!          .   .0  .          !
 2010.2!                                +*    !!          .   .0  .          !
 2010.3!                                *+    !!          0   .   .          !
 2010.4!                               *+     !!          .  0.   .          !
 2011.1!                                +*    !!          .   .   0          !
 2011.2!                                 *+   !!          . 0 .   .          !
 2011.3!                                 +    !!          .  0.   .          !
 2011.4!                               * +    !!          0   .   .          !
 2012.1!                                +     !!          .   0   .          !
 2012.2!                                +     !!          .  0.   .          !
 2012.3!                              * +     !!         0.   .   .          !
 2012.4!                             *+       !!          .0  .   .          !


     21.28 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOFR=POPX$Q/FRPMM;                                                     
 GENR LAAPOFR=LOG(AAPOFR+.00001);                                             
 GENR LAPOFR=LOG(APOFR+.00001);                                               
 LHS AAPOFR=EXP(LAAPOFR)-.00001;                                              
  EQ  248 LAAPOFR C LAPOFR(-1) PPOFR;                                         
EQUATION 449  LAAPOFR  
   RHS     C  LAPOFR(-1)  PPOFR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  449 PLOT=0;END;                                                     

Equation number =  449
**********************

Dependent variable = LAAPOFR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.166354069

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.150742854       0.069071122  -2.18243     1.000000
11756 LAPOFR  ( -1)       0.927488905       0.024310175  38.15229    -5.175165
11754 PPOFR   (  0)      -0.159788830       0.060214856  -2.65364     1.349926

SE of equation            =     0.121724295
Sum of squared residuals  =  2.74110872      -0.185984561E-11
Average absolute error    =     0.086294727
Sum of ABS residuals      =  16.2234086    
R squared                 =   0.97282
Durbin-Watson statistic   =   2.69621
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!   *   +                              !!          0.  .  .           !
 1966.2!   +*                                 !!           .  . 0.           !
 1966.3!   *+                                 !!           .0 .  .           !
 1966.4!  + *                                 !!           .  . 0.           !
 1967.1!   +                                  !!           .  0  .           !
 1967.2!   + *                                !!           .  .  0           !
 1967.3!     +*                               !!           .  .0 .           !
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 1968.1!   * +                                !!           .0 .  .           !
 1968.2! * +                                  !!           0  .  .           !
 1968.3! +*                                   !!           .  .0 .           !
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 1969.1!  *+                                  !!           . 0.  .           !
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 1969.3*  +                                   !!         0 .  .  .           !
 1969.4+    *                                 !!           .  .  .  0        !
 1970.1!*   +                                 !!         0 .  .  .           !
 1970.2! + *                                  !!           .  .  0           !
 1970.3!*  +                                  !!           0  .  .           !
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 1971.3!  +   *                               !!           .  .  . 0         !
 1971.4!    *  +                              !!           0  .  .           !
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 1973.4! *          +                         !0           .  .  .           !
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 1975.2!       *     +                        !!     0     .  .  .           !
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 1975.4!   *    +                             !!       0   .  .  .           !
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 1976.2!      *   +                           !!        0  .  .  .           !
 1976.3!    * +                               !!           0  .  .           !
 1976.4!  *  +                                !!         0 .  .  .           !
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 1977.2!     *  +                             !!         0 .  .  .           !
 1977.3!      +                               !!           .  .0 .           !
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 1978.1!       +  *                           !!           .  .  . 0         !
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 1980.1!                  +                   !!           .  .0 .           !
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 1980.3!                    + *               !!           .  . 0.           !
 1980.4!                   *  +               !!         0 .  .  .           !
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 1982.3!               +   *                  !!           .  .  . 0         !
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 1990.2!                                   +* !!           .  . 0.           !
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 1990.4!                                    + !!           . 0.  .           !
 1991.1!                                   *+ !!           . 0.  .           !
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 1991.4!                                 + *  !!           .  .  .0          !
 1992.1!                                   +  !!           . 0.  .           !
 1992.2!                                 * +  !!           .0 .  .           !
 1992.3!                                 +   *!!           .  .  .  0        !
 1992.4!                                     +!!           .  0  .           !
 1993.1!                                 *   +!!         0 .  .  .           !
 1993.2!                                 +  * !!           .  .  0           !
 1993.3!                                   +  !!           . 0.  .           !
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 1994.1!                                *  +  !!           0  .  .           !
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 1994.3!                                  +  *!!           .  .  .0          !
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 1995.1!                                   +* !!           .  . 0.           !
 1995.2!                                    + *!           .  . 0.           !
 1995.3!                                    * +!           0  .  .           !
 1995.4!                                    +*!!           .  . 0.           !
 1996.1!                                     +!!           .  0  .           !
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 1996.3!                                     *+!           . 0.  .           !
 1996.4!                                    *+!!           . 0.  .           !
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 1997.2!                                   *+ !!           . 0.  .           !
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 1998.3!                                  + * !!           .  . 0.           !
 1998.4!                                   + *!!           .  . 0.           !
 1999.1!                                    + !!           . 0.  .           !
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 2000.2!                              * +     !!          0.  .  .           !
 2000.3!                            * +       !!           .0 .  .           !
 2000.4!                          * +         !!           .0 .  .           !
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 2001.3!                            *+        !!           . 0.  .           !
 2001.4!                            +*        !!           .  . 0.           !
 2002.1!                             + *      !!           .  .  0           !
 2002.2!                               +      !!           .  0  .           !
 2002.3!                               +      !!           .  0  .           !
 2002.4!                              *+      !!           . 0.  .           !
 2003.1!                              +  *    !!           .  .  .0          !
 2003.2!                                 +*   !!           .  .0 .           !
 2003.3!                                  +*  !!           .  .0 .           !
 2003.4!                                   +* !!           .  . 0.           !
 2004.1!                                   *+ !!           .0 .  .           !
 2004.2!                                   +  !!           .  0  .           !
 2004.3!                                    + !!           .  0  .           !
 2004.4!                                    +*!!           .  .0 .           !
 2005.1!                                    *+!!           . 0.  .           !
 2005.2!                                    + !!           .  0  .           !
 2005.3!                                    + !!           .  0  .           !
 2005.4!                                   *+ !!           . 0.  .           !
 2006.1!                                 * +  !!           0  .  .           !
 2006.2!                                  +   !!           .  .0 .           !
 2006.3!                                  + * !!           .  . 0.           !
 2006.4!                                    +*!!           .  .0 .           !
 2007.1!                                     +!!           . 0.  .           !
 2007.2!                                     +!!           .  0  .           !
 2007.3!                                     +!!           .  0  .           !
 2007.4!                                     +*!           .  .0 .           !
 2008.1!                                     *+!           . 0.  .           !
 2008.2!                                     *+!           . 0.  .           !
 2008.3!                                    *+!!           .0 .  .           !
 2008.4!                                  * + !!          0.  .  .           !
 2009.1!                                 *+   !!           . 0.  .           !
 2009.2!                                  +*  !!           .  . 0.           !
 2009.3!                                   +* !!           .  .0 .           !
 2009.4!                                    *+!!           . 0.  .           !
 2010.1!                                   * +!!           .0 .  .           !
 2010.2!                                  * + !!           .0 .  .           !
 2010.3!                                  +*  !!           .  0  .           !
 2010.4!                                   +  !!           .  0  .           !
 2011.1!                                   *+ !!           .  0  .           !
 2011.2!                                    + !!           .  .0 .           !
 2011.3!                                    *+!!           . 0.  .           !
 2011.4!                                    + !!           .  0  .           !
 2012.1!                                    + !!           .  0  .           !
 2012.2!                                   *+ !!           . 0.  .           !
 2012.3!                                   *+ !!           . 0.  .           !
 2012.4!                                   +* !!           .  .0 .           !


     21.28 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPFR=SPPX$Q/FRPMM;                                                     
 GENR LAASPFR=LOG(AASPFR+.00001);                                             
 GENR LASPFR=LOG(ASPFR+.00001);                                               
 LHS AASPFR=EXP(LAASPFR)-.00001;                                              
  EQ  249 LAASPFR C LASPFR(-1) PSPFR;                                         
EQUATION 450  LAASPFR  
   RHS     C  LASPFR(-1)  PSPFR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  450 PLOT=0;END;                                                     

Equation number =  450
**********************

Dependent variable = LAASPFR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.325262635

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.074171700       0.037203923  -1.99365     1.000000
11759 LASPFR  ( -1)       0.930067686       0.029590531  31.43126    -3.338965
11757 PSPFR   (  0)      -0.109147422       0.060155833  -1.81441     1.334229

SE of equation            =     0.116115558
Sum of squared residuals  =  2.49432220       0.588684657E-11
Average absolute error    =     0.076244580
Sum of ABS residuals      =  14.3339810    
R squared                 =   0.98044
Durbin-Watson statistic   =   2.77961
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*  +                                   !!        0  .  .  .           !
 1966.2+      *                               !!           .  .  .           0
 1966.3!  *   +                               !!      0    .  .  .           !
 1966.4!*+                                    !!           0  .  .           !
 1967.1!+    *                                !!           .  .  .       0   !
 1967.2! *    +                               !!     0     .  .  .           !
 1967.3!  + *                                 !!           .  .  . 0         !
 1967.4! *  +                                 !!      0    .  .  .           !
 1968.1! +                                    !!           .  0  .           !
 1968.2! +                                    !!           .0 .  .           !
 1968.3! +  *                                 !!           .  .  .  0        !
 1968.4!*   +                                 !!    0      .  .  .           !
 1969.1! +                                    !!           .  .0 .           !
 1969.2!  +                                   !!           .  .0 .           !
 1969.3!   +                                  !!           .  0  .           !
 1969.4!   *+                                 !!           .0 .  .           !
 1970.1!   + *                                !!           .  .  .0          !
 1970.2!     +*                               !!           .  0  .           !
 1970.3!      +  *                            !!           .  .  . 0         !
 1970.4!     *   +                            !!     0     .  .  .           !
 1971.1!      + *                             !!           .  .  . 0         !
 1971.2!         +   *                        !!           .  .  .   0       !
 1971.3!           * +                        !!          0.  .  .           !
 1971.4!          * +                         !!          0.  .  .           !
 1972.1!           +                          !!           .  .0 .           !
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 1972.4!             +                        !!           . 0.  .           !
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 1973.3!           * +                        !!          0.  .  .           !
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 1974.2!           * +                        !!          0.  .  .           !
 1974.3!            +*                        !!           .  .  0           !
 1974.4!             +*                       !!           .  0  .           !
 1975.1!              +                       !!           .  .0 .           !
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 1975.3!               *+                     !!           .0 .  .           !
 1975.4!               + *                    !!           .  .  .0          !
 1976.1!               *  +                   !!         0 .  .  .           !
 1976.2!              * +                     !!         0 .  .  .           !
 1976.3!              +   *                   !!           .  .  .   0       !
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 1977.3!                    +                 !!           . 0.  .           !
 1977.4!                    +                 !!           .  0  .           !
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 1978.2!                      +               !!           .  0  .           !
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 1978.4!                     +                !!           .  0  .           !
 1979.1!                      +               !!           .  .0 .           !
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 1979.4!                      *+              !!          0.  .  .           !
 1980.1!                      +               !!           .  0  .           !
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 1980.3!                       *+             !!           . 0.  .           !
 1980.4!                        +             !!           .  0  .           !
 1981.1!                   *    +             !!    0      .  .  .           !
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 1981.3!                     + *              !!           .  .  .0          !
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 1982.3!                        +*            !!           .  . 0.           !
 1982.4!                         *+           !!           .0 .  .           !
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 1983.2!                          +           !!           . 0.  .           !
 1983.3!                         *+           !!           .0 .  .           !
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 1985.3!                         + *          !!           .  .  .0          !
 1985.4!                           +          !!           . 0.  .           !
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 1986.2!                           +          !!           .  0  .           !
 1986.3!                           +          !!           .0 .  .           !
 1986.4!                           +*         !!           .  .  0           !
 1987.1!                             +        !!           .  0  .           !
 1987.2!                           * +        !!           0  .  .           !
 1987.3!                            +         !!           .  .0 .           !
 1987.4!                           *+         !!           .0 .  .           !
 1988.1!                            +         !!           .  0  .           !
 1988.2!                            +         !!           . 0.  .           !
 1988.3!                           *+         !!           . 0.  .           !
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 1989.1!                           +*         !!           .  .0 .           !
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 1989.3!                            +         !!           .  0  .           !
 1989.4!                            +*        !!           .  . 0.           !
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 1990.2!                            +*        !!           .  . 0.           !
 1990.3!                             +*       !!           .  .0 .           !
 1990.4!                              +       !!           .  0  .           !
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 1991.2!                              +       !!           .  0  .           !
 1991.3!                              +       !!           . 0.  .           !
 1991.4!                              +*      !!           .  .0 .           !
 1992.1!                              *+      !!           .  0  .           !
 1992.2!                              +       !!           . 0.  .           !
 1992.3!                              +*      !!           .  . 0.           !
 1992.4!                               +      !!           . 0.  .           !
 1993.1!                               +     *!!           .  .  .        0  !
 1993.2!                               *     +!!   0       .  .  .           !
 1993.3!                             *  +     !!        0  .  .  .           !
 1993.4!                             +  *     !!           .  .  . 0         !
 1994.1!                                +     !!           .  0  .           !
 1994.2!                                +  *  !!           .  .  .  0        !
 1994.3!                                   +* !!           .  .  0           !
 1994.4!                                   *+ !!           0  .  .           !
 1995.1!                                  *+  !!           .0 .  .           !
 1995.2!                                  +*  !!           .  .  0           !
 1995.3!                                   +* !!           .  .  0           !
 1995.4!                                    + !!           . 0.  .           !
 1996.1!                                   *+ !!           . 0.  .           !
 1996.2!                                   + *!!           .  .  .0          !
 1996.3!                                     +!!           .  .0 .           !
 1996.4!                                    *+!!           0  .  .           !
 1997.1!                                  * + !!           0  .  .           !
 1997.2!                                  + * !!           .  .  .0          !
 1997.3!                                    +*!!           .  .0 .           !
 1997.4!                                    + !!           . 0.  .           !
 1998.1!                                    + !!           .  .0 .           !
 1998.2!                                    + !!           .  0  .           !
 1998.3!                                    + !!           .  0  .           !
 1998.4!                                   *+ !!           0  .  .           !
 1999.1!                                   +  !!           .  .0 .           !
 1999.2!                                   +  !!           .  0  .           !
 1999.3!                                   +  !!           .  0  .           !
 1999.4!                                   +  !!           .  0  .           !
 2000.1!                                   +* !!           .  . 0.           !
 2000.2!                                   *+ !!           .0 .  .           !
 2000.3!                                   +  !!           .  0  .           !
 2000.4!                                   +  !!           . 0.  .           !
 2001.1!                                   +* !!           .  .  0           !
 2001.2!                                    + !!           .  0  .           !
 2001.3!                                   *+ !!           . 0.  .           !
 2001.4!                                   +* !!           .  .0 .           !
 2002.1!                                    + !!           .  .0 .           !
 2002.2!                                    + !!           . 0.  .           !
 2002.3!                                    + !!           .  .0 .           !
 2002.4!                                    +*!!           .  .0 .           !
 2003.1!                                     +!!           .  .0 .           !
 2003.2!                                     +*!           .  .0 .           !
 2003.3!                                     +*!           .  .0 .           !
 2003.4!                                     *+!           .0 .  .           !
 2004.1!                                     +!!           .  0  .           !
 2004.2!                                     +!!           .  .0 .           !
 2004.3!                                     +*!           .  .0 .           !
 2004.4!                                     *+!           .0 .  .           !
 2005.1!                                     +!!           .  .0 .           !
 2005.2!                                     +!!           .  .0 .           !
 2005.3!                                     +!!           .  0  .           !
 2005.4!                                    *+!!           . 0.  .           !
 2006.1!                                    + !!           .  0  .           !
 2006.2!                                    + !!           .  0  .           !
 2006.3!                                    +*!!           .  . 0.           !
 2006.4!                                    +*!!           .  .0 .           !
 2007.1!                                     +*!           .  . 0.           !
 2007.2!                                     +!!           . 0.  .           !
 2007.3!                                     +!!           .  0  .           !
 2007.4!                                     +!!           . 0.  .           !
 2008.1!                                    +*!!           .  . 0.           !
 2008.2!                                     +!!           . 0.  .           !
 2008.3!                                    +*!!           .  .0 .           !
 2008.4!                                    *+!!           .0 .  .           !
 2009.1!                                    + !!           .  .0 .           !
 2009.2!                                    +*!!           .  .  0           !
 2009.3!                                     +*!           .  .0 .           !
 2009.4!                                     +*!           .  .0 .           !
 2010.1!                                     +*!           .  0  .           !
 2010.2!                                     +!!           . 0.  .           !
 2010.3!                                     +!!           .  0  .           !
 2010.4!                                     +*!           .  . 0.           !
 2011.1!                                     +!!           . 0.  .           !
 2011.2!                                     +!!           .  0  .           !
 2011.3!                                     +!!           .  0  .           !
 2011.4!                                     +!!           .  .0 .           !
 2012.1!                                     +!!           .  0  .           !
 2012.2!                                     +!!           .  0  .           !
 2012.3!                                     +!!           .  0  .           !
 2012.4!                                    +*!!           .  .0 .           !


     19.68 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@EQ   250 LAANZFR C LANZFR(-1) PNZFR;SMPL 1966.1 2012.4;OLS;EST  250 PLOT=0;EN
@@EQ  251 LAASAFR C LASAFR(-1) PSAFR;SMPL 1966.1 2012.4;OLS;EST  251 PLOT=0;EN
@@EQ  252 LAAVEFR C LAVEFR(-1) PVEFR;SMPL 1966.1 2012.4;OLS;EST  252 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCOFR=COPX$Q/FRPMM;                                                     
 GENR LAACOFR=LOG(AACOFR+.00001);                                             
 GENR LACOFR=LOG(ACOFR+.00001);                                               
 LHS AACOFR=EXP(LAACOFR)-.00001;                                              
  EQ  253 LAACOFR C LACOFR(-1) PCOFR;                                         
EQUATION 451  LAACOFR  
   RHS     C  LACOFR(-1)  PCOFR  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  451 PLOT=0;END;                                                     

Equation number =  451
**********************

Dependent variable = LAACOFR 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -7.528521686

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -4.192040764       0.577557927  -7.25822     1.000000
11762 LACOFR  ( -1)       0.400275678       0.082263174   4.86579    -7.536808
11760 PCOFR   (  0)      -0.236218451       0.076479600  -3.08865     1.353324

SE of equation            =     0.347829607
Sum of squared residuals  =  14.8812085      -0.686650736E-10
Average absolute error    =     0.262036745
Sum of ABS residuals      =  33.0166298    
R squared                 =   0.33775
Durbin-Watson statistic   =   2.15130
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3*         +                            !!      0   .   .   .          !
 1981.4!        +      *                      !!          .   .   . 0        !
 1982.1!         *    +                       !!          0   .   .          !
 1982.2!           +*                         !!          .   .0  .          !
 1982.3!         *   +                        !!          0   .   .          !
 1982.4!         * +                          !!          . 0 .   .          !
 1983.1!            +                         !!          .   0   .          !
 1983.2!             +        *               !!          .   .   .  0       !
 1983.3!        *        +                    !!       0  .   .   .          !
 1983.4!           +                          !!          .   0   .          !
 1984.1!        *   +                         !!          .0  .   .          !
 1984.2!           +   *                      !!          .   .   0          !
 1984.3!    *        +                        !!       0  .   .   .          !
 1984.4!         +         *                  !!          .   .   .   0      !
 1985.1!              +  *                    !!          .   . 0 .          !
 1985.2!            * +                       !!          . 0 .   .          !
 1985.3!             +                        !!          .   0   .          !
 1985.4!            *+                        !!          .  0.   .          !
 1986.1!           +  *                       !!          .   . 0 .          !
 1986.2!             +   *                    !!          .   .  0.          !
 1986.3!                +     *               !!          .   .   .0         !
 1986.4!                  +     *             !!          .   .   .0         !
 1987.1!                     +  *             !!          .   . 0 .          !
 1987.2!                    +                 !!          .  0.   .          !
 1987.3!                  *+                  !!          .   0   .          !
 1987.4!                  +                   !!          .   0   .          !
 1988.1!                  +*                  !!          .   .0  .          !
 1988.2!                   +  *               !!          .   .  0.          !
 1988.3!                    +  *              !!          .   . 0 .          !
 1988.4!                 *  +                 !!          . 0 .   .          !
 1989.1!                 *+                   !!          .  0.   .          !
 1989.2!                 +*                   !!          .   .0  .          !
 1989.3!                   +        *         !!          .   .   . 0        !
 1989.4!                       + *            !!          .   .0  .          !
 1990.1!                      +       *       !!          .   .   . 0        !
 1990.2!                        +  *          !!          .   . 0 .          !
 1990.3!                       +              !!          .  0.   .          !
 1990.4!                     +   *            !!          .   .  0.          !
 1991.1!                     *+               !!          .  0.   .          !
 1991.2!                    +  *              !!          .   . 0 .          !
 1991.3!                      +     *         !!          .   .   .0         !
 1991.4!                        + *           !!          .   . 0 .          !
 1992.1!                     * +              !!          .  0.   .          !
 1992.2!                   *  +               !!          . 0 .   .          !
 1992.3!                     +    *           !!          .   .   0          !
 1992.4!                       + *            !!          .   .0  .          !
 1993.1!                       + *            !!          .   . 0 .          !
 1993.2!                       +*             !!          .   .0  .          !
 1993.3!                      +*              !!          .   .0  .          !
 1993.4!                    * +               !!          . 0 .   .          !
 1994.1!                 *  +                 !!          .0  .   .          !
 1994.2!                   +                  *!          .   .   .          0
 1994.3!                   *      +           !!         0.   .   .          !
 1994.4!                   + *                !!          .   . 0 .          !
 1995.1!                    +     *           !!          .   .   0          !
 1995.2!                      +    *          !!          .   .   0          !
 1995.3!                       +   *          !!          .   .  0.          !
 1995.4!                       +   *          !!          .   .  0.          !
 1996.1!                       +    *         !!          .   .   0          !
 1996.2!                       +     *        !!          .   .   0          !
 1996.3!                        +   *         !!          .   .   0          !
 1996.4!                       +    *         !!          .   .  0.          !
 1997.1!                      *+              !!          .   0   .          !
 1997.2!                    +                 !!          .   0   .          !
 1997.3!                   +  *               !!          .   . 0 .          !
 1997.4!                    +   *             !!          .   .  0.          !
 1998.1!                     +*               !!          .   .0  .          !
 1998.2!                    +   *             !!          .   .  0.          !
 1998.3!                      + *             !!          .   . 0 .          !
 1998.4!                      + *             !!          .   . 0 .          !
 1999.1!                     *+               !!          .   0   .          !
 1999.2!                   *+                 !!          .  0.   .          !
 1999.3!              *    +                  !!          0   .   .          !
 1999.4!               * +                    !!          . 0 .   .          !
 2000.1!                *+                    !!          .  0.   .          !
 2000.2!               *  +                   !!          . 0 .   .          !
 2000.3!               * +                    !!          . 0 .   .          !
 2000.4!              *   +                   !!          .0  .   .          !
 2001.1!             *    +                   !!          0   .   .          !
 2001.2!                 +                    !!          .   0   .          !
 2001.3!               *   +                  !!          .0  .   .          !
 2001.4!                * +                   !!          . 0 .   .          !
 2002.1!              *   +                   !!          0   .   .          !
 2002.2!                 +                    !!          .   0   .          !
 2002.3!                *  +                  !!          .0  .   .          !
 2002.4!                 * +                  !!          .  0.   .          !
 2003.1!                  *+                  !!          .  0.   .          !
 2003.2!             *      +                 !!         0.   .   .          !
 2003.3!                 *+                   !!          .   0   .          !
 2003.4!                 *  +                 !!          . 0 .   .          !
 2004.1!           *        +                 !!       0  .   .   .          !
 2004.2!                 +              *     !!          .   .   .      0   !
 2004.3!       *                 +            !!0         .   .   .          !
 2004.4!         *     +                      !!         0.   .   .          !
 2005.1!                +  *                  !!          .   . 0 .          !
 2005.2!             *      +                 !!         0.   .   .          !
 2005.3!           *     +                    !!         0.   .   .          !
 2005.4!             *   +                    !!          .0  .   .          !
 2006.1!                 +       *            !!          .   .   . 0        !
 2006.2!                     *+               !!          .  0.   .          !
 2006.3!                    +  *              !!          .   . 0 .          !
 2006.4!                     +                !!          .   0   .          !
 2007.1!                     +                !!          .   .0  .          !
 2007.2!                     +   *            !!          .   .   0          !
 2007.3!                      + *             !!          .   .0  .          !
 2007.4!                      +  *            !!          .   .  0.          !
 2008.1!             *        +               !!       0  .   .   .          !
 2008.2!              *  +                    !!          . 0 .   .          !
 2008.3!         *       +                    !!        0 .   .   .          !
 2008.4!               +   *                  !!          .   .  0.          !
 2009.1!                *   +                 !!          .0  .   .          !
 2009.2!              *   +                   !!          .0  .   .          !
 2009.3!           *     +                    !!          0   .   .          !
 2009.4!              * +                     !!          .  0.   .          !
 2010.1!                 +  *                 !!          .   . 0 .          !
 2010.2!                   +                  !!          .   0   .          !
 2010.3!           *       +                  !!        0 .   .   .          !
 2010.4!                +*                    !!          .   .0  .          !
 2011.1!                 *+                   !!          .  0.   .          !
 2011.2!              *   +                   !!          .0  .   .          !
 2011.3!                 +          *         !!          .   .   .   0      !
 2011.4!                     * +              !!          .  0.   .          !
 2012.1!                 *  +                 !!          . 0 .   .          !
 2012.2!      *           +                   !!     0    .   .   .          !
 2012.3!        *     +                       !!          0   .   .          !
 2012.4!              +    *                  !!          .   .   0          !


     26.19 percent of the residuals exceed 1 SE
      3.97 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJOFR=JOPX$Q/FRPMM;                                                     
 GENR LAAJOFR=LOG(AAJOFR+.00001);                                             
 GENR LAJOFR=LOG(AJOFR+.00001);                                               
 LHS AAJOFR=EXP(LAAJOFR)-.00001;                                              
  EQ  254 LAAJOFR C LAJOFR(-1) PJOFR;                                         
EQUATION 452  LAAJOFR  
   RHS     C  LAJOFR(-1)  PJOFR  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  452 PLOT=0;END;                                                     

Equation number =  452
**********************

Dependent variable = LAAJOFR 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable      -10.413100861

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.897987054       0.549992903  -3.45093     1.000000
11765 LAJOFR  ( -1)       0.806621766       0.053426353  15.09783   -10.403922
11763 PJOFR   (  0)      -0.104562969       0.173374649  -0.60310     1.177124

SE of equation            =     0.462698178
Sum of squared residuals  =  26.3330213      -0.222328822E-10
Average absolute error    =     0.331822575
Sum of ABS residuals      =  41.8096444    
R squared                 =   0.66492
Durbin-Watson statistic   =   2.37543
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                 +                    !!         .    0    .         !
 1981.4!               +*                     !!         .    0    .         !
 1982.1!              +    *                  !!         .    .   0.         !
 1982.2!                 +                    !!         .   0.    .         !
 1982.3!             * +                      !!         .   0.    .         !
 1982.4!             +       *                !!         .    .    . 0       !
 1983.1!                   +                  !!         .    0    .         !
 1983.2!               * +                    !!         .   0.    .         !
 1983.3!              +       *               !!         .    .    . 0       !
 1983.4!                    +*                !!         .    .0   .         !
 1984.1!                   +*                 !!         .    .0   .         !
 1984.2!                 *+                   !!         .   0.    .         !
 1984.3!               +      *               !!         .    .    .0        !
 1984.4!            *       +                 !!        0.    .    .         !
 1985.1!           +         *                !!         .    .    .  0      !
 1985.2!                   +         *        !!         .    .    .  0      !
 1985.3!                         +   *        !!         .    .  0 .         !
 1985.4!                         +    *       !!         .    .   0.         !
 1986.1!                          +         * !!         .    .    .  0      !
 1986.2!                     *         +      !!      0  .    .    .         !
 1986.3!                   +         *        !!         .    .    .  0      !
 1986.4!                          +           *!         .    .    .    0    !
 1987.1!                              *  +    !!         .  0 .    .         !
 1987.2!                           + *        !!         .    . 0  .         !
 1987.3!                         *+           !!         .    0    .         !
 1987.4!                       +      *       !!         .    .    .0        !
 1988.1!                         * +          !!         .  0 .    .         !
 1988.2!                      +               !!         .   0.    .         !
 1988.3!                    +                 !!         .    .0   .         !
 1988.4!                 * +                  !!         .  0 .    .         !
 1989.1!                +            *        !!         .    .    .    0    !
 1989.2!                          +    *      !!         .    .    0         !
 1989.3!                *          +          !!     0   .    .    .         !
 1989.4!                +         *           !!         .    .    .  0      !
 1990.1!                      *+              !!         .   0.    .         !
 1990.2!                    +   *             !!         .    .   0.         !
 1990.3!   *                  +               !0         .    .    .         !
 1990.4!     +            *                   !!         .    .    .     0   !
 1991.1!                 +          *         !!         .    .    .   0     !
 1991.2!                         +       *    !!         .    .    .0        !
 1991.3!               *             +        !!   0     .    .    .         !
 1991.4!           *   +                      !!         . 0  .    .         !
 1992.1!*          +                          !!     0   .    .    .         !
 1992.2! * +                                  !!         .  0 .    .         !
 1992.3! * +                                  !!         .  0 .    .         !
 1992.4!   +       *                          !!         .    .    .0        !
 1993.1!      *    +                          !!         .0   .    .         !
 1993.2*        +                             !!       0 .    .    .         !
 1993.3!  +      *                            !!         .    .    .0        !
 1993.4!        * +                           !!         .   0.    .         !
 1994.1!    *    +                            !!         .0   .    .         !
 1994.2!     +   *                            !!         .    .  0 .         !
 1994.3! *       +                            !!       0 .    .    .         !
 1994.4! * +                                  !!         .   0.    .         !
 1995.1!   +  *                               !!         .    . 0  .         !
 1995.2!       +  *                           !!         .    . 0  .         !
 1995.3!       *  +                           !!         .  0 .    .         !
 1995.4!        +       *                     !!         .    .    .0        !
 1996.1!        *     +                       !!         0    .    .         !
 1996.2!   *    +                             !!         .0   .    .         !
 1996.3!     +        *                       !!         .    .    . 0       !
 1996.4!             +  *                     !!         .    .  0 .         !
 1997.1!            *  +                      !!         .  0 .    .         !
 1997.2!   *        +                         !!      0  .    .    .         !
 1997.3!    +       *                         !!         .    .    .0        !
 1997.4!           *+                         !!         .   0.    .         !
 1998.1!   *       +                          !!        0.    .    .         !
 1998.2!   * +                                !!         .   0.    .         !
 1998.3!    *+                                !!         .   0.    .         !
 1998.4!    * +                               !!         .   0.    .         !
 1999.1! *    +                               !!         .0   .    .         !
 1999.2!   +                                  !!         .    0    .         !
 1999.3!  * +                                 !!         .  0 .    .         !
 1999.4!   *+                                 !!         .   0.    .         !
 2000.1!    +    *                            !!         .    .   0.         !
 2000.2!  *       +                           !!        0.    .    .         !
 2000.3!  * +                                 !!         .   0.    .         !
 2000.4!    +*                                !!         .    .0   .         !
 2001.1!     *+                               !!         .   0.    .         !
 2001.2!     *+                               !!         .   0.    .         !
 2001.3!    * +                               !!         .  0 .    .         !
 2001.4!     + *                              !!         .    .0   .         !
 2002.1! *     +                              !!         0    .    .         !
 2002.2!   +*                                 !!         .    0    .         !
 2002.3!     +        *                       !!         .    .    . 0       !
 2002.4!  *           +                       !!     0   .    .    .         !
 2003.1!    +     *                           !!         .    .    0         !
 2003.2!        * +                           !!         .  0 .    .         !
 2003.3!         +                            !!         .    0    .         !
 2003.4!         +   *                        !!         .    .  0 .         !
 2004.1!*            +                        !!    0    .    .    .         !
 2004.2!  *+                                  !!         .    0    .         !
 2004.3!  * +                                 !!         .   0.    .         !
 2004.4!    +*                                !!         .    0    .         !
 2005.1!    * +                               !!         .  0 .    .         !
 2005.2!     +*                               !!         .    .0   .         !
 2005.3!       +*                             !!         .    .0   .         !
 2005.4!         +*                           !!         .    .0   .         !
 2006.1!         *+                           !!         .   0.    .         !
 2006.2!         *+                           !!         .   0.    .         !
 2006.3!   *     +                            !!         0    .    .         !
 2006.4!  *  +                                !!         .  0 .    .         !
 2007.1!  * +                                 !!         .   0.    .         !
 2007.2!    +*                                !!         .    .0   .         !
 2007.3!      +                               !!         .    0    .         !
 2007.4!      *+                              !!         .    0    .         !
 2008.1!  *    +                              !!         .0   .    .         !
 2008.2!   +*                                 !!         .    .0   .         !
 2008.3!   *+                                 !!         .   0.    .         !
 2008.4!*  +                                  !!         .  0 .    .         !
 2009.1! +                                    !!         .    0    .         !
 2009.2!  +                                   !!         .    0    .         !
 2009.3*   +                                  !!         . 0  .    .         !
 2009.4! +*                                   !!         .    .0   .         !
 2010.1!*   +                                 !!         . 0  .    .         !
 2010.2!  +                                   !!         .    .0   .         !
 2010.3!   *+                                 !!         .    0    .         !
 2010.4!    +                                 !!         .   0.    .         !
 2011.1!  *  +                                !!         . 0  .    .         !
 2011.2!   +                                  !!         .    0    .         !
 2011.3!  * +                                 !!         .  0 .    .         !
 2011.4! * +                                  !!         .   0.    .         !
 2012.1!  *+                                  !!         .   0.    .         !
 2012.2! *+                                   !!         .   0.    .         !
 2012.3! * +                                  !!         .   0.    .         !
 2012.4!  +  *                                !!         .    . 0  .         !


     29.37 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSYFR=SYPX$Q/FRPMM;                                                     
 GENR LAASYFR=LOG(AASYFR+.00001);                                             
 GENR LASYFR=LOG(ASYFR+.00001);                                               
 LHS AASYFR=EXP(LAASYFR)-.00001;                                              
  EQ  255 LAASYFR C LASYFR(-1) PSYFR;                                         
EQUATION 453  LAASYFR  
   RHS     C  LASYFR(-1)  PSYFR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  453 PLOT=0;END;                                                     

Equation number =  453
**********************

Dependent variable = LAASYFR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -7.472541484

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.430150569       0.328797227  -4.34964     1.000000
11768 LASYFR  ( -1)       0.779275669       0.050349937  15.47719    -7.462484
11766 PSYFR   (  0)      -0.073220806       0.027712488  -2.64216     3.101012

SE of equation            =     0.665737571
Sum of squared residuals  =  81.9932049      -0.918287668E-11
Average absolute error    =     0.486734180
Sum of ABS residuals      =  91.5060259    
R squared                 =   0.74361
Durbin-Watson statistic   =   2.14449
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


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     22.87 percent of the residuals exceed 1 SE
      7.98 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDFR=IDPX$Q/FRPMM;                                                     
 GENR LAAIDFR=LOG(AAIDFR+.00001);                                             
 GENR LAIDFR=LOG(AIDFR+.00001);                                               
 LHS AAIDFR=EXP(LAAIDFR)-.00001;                                              
  EQ  256 LAAIDFR C LAIDFR(-1) PIDFR;                                         
EQUATION 454  LAAIDFR  
   RHS     C  LAIDFR(-1)  PIDFR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  454 PLOT=0;END;                                                     

Equation number =  454
**********************

Dependent variable = LAAIDFR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.126163914

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.584194771       0.188329404  -3.10198     1.000000
11771 LAIDFR  ( -1)       0.880569568       0.035029566  25.13790    -6.135017
11769 PIDFR   (  0)      -0.098705018       0.045632156  -2.16306     1.414924

SE of equation            =     0.220527614
Sum of squared residuals  =  8.99699931      -0.258806310E-10
Average absolute error    =     0.161969254
Sum of ABS residuals      =  30.4502198    
R squared                 =   0.84270
Durbin-Watson statistic   =   2.44405
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


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 2009.3!                                +*    !!          .   . 0 .          !
 2009.4!                                +  *  !!          .   .   0          !
 2010.1!                                 +    *!          .   .   . 0        !
 2010.2!                                  * + !!          . 0 .   .          !
 2010.3!                                 +  * !!          .   .   0          !
 2010.4!                                  +  *!!          .   .  0.          !
 2011.1!                                   +  !!          .   .0  .          !
 2011.2!                              *  +    !!          0   .   .          !
 2011.3!                             + *      !!          .   . 0 .          !
 2011.4!                             +   *    !!          .   .   0          !
 2012.1!                               +*     !!          .   .0  .          !
 2012.2!                               +  *   !!          .   .   .0         !
 2012.3!                                 +   *!!          .   .   . 0        !
 2012.4!                                   +  !!          .   0   .          !


     25.00 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAFR=MAPX$Q/FRPMM;                                                     
 GENR LAAMAFR=LOG(AAMAFR+.00001);                                             
 GENR LAMAFR=LOG(AMAFR+.00001);                                               
 LHS AAMAFR=EXP(LAAMAFR)-.00001;                                              
  EQ  257 LAAMAFR C LAMAFR(-1) PMAFR;                                         
EQUATION 455  LAAMAFR  
   RHS     C  LAMAFR(-1)  PMAFR  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST  455 PLOT=0;END;                                                     

Equation number =  455
**********************

Dependent variable = LAAMAFR 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -6.231101787

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.786910348       0.162187928  -4.85184     1.000000
11774 LAMAFR  ( -1)       0.830123968       0.032758858  25.34044    -6.235565
11772 PMAFR   (  0)      -0.189837548       0.038217483  -4.96730     1.411205

SE of equation            =     0.142601390
Sum of squared residuals  =  3.63999298      -0.548867618E-10
Average absolute error    =     0.105481676
Sum of ABS residuals      =  19.1976650    
R squared                 =   0.94243
Durbin-Watson statistic   =   2.41993
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3!            +*                        !!          .   .0  .          !
 1967.4!          *+                          !!          . 0 .   .          !
 1968.1!          +                           !!          .   0   .          !
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 1968.3!          +*                          !!          .   .0  .          !
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 2000.4!               *        +             !!0         .   .   .          !
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 2002.4!                                +*    !!          .   . 0 .          !
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 2003.2!                                  + * !!          .   .  0.          !
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 2003.4!                                   +  !!          .   0   .          !
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 2006.4!                                    + !!          .   0   .          !
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 2007.4!                                  *+  !!          . 0 .   .          !
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 2008.2!                                  +   !!          .  0.   .          !
 2008.3!                                * +   !!          . 0 .   .          !
 2008.4!                             *  +     !!         0.   .   .          !
 2009.1!                             +*       !!          .   .0  .          !
 2009.2!                              +       !!          .   .0  .          !
 2009.3!                              +*      !!          .   .0  .          !
 2009.4!                               +      !!          .  0.   .          !
 2010.1!                               + *    !!          .   .   0          !
 2010.2!                                 + *  !!          .   .  0.          !
 2010.3!                                  +   *!          .   .   . 0        !
 2010.4!                                   * +!!          .0  .   .          !
 2011.1!                                  +  *!!          .   .   0          !
 2011.2!                                    + *!          .   .  0.          !
 2011.3!                                     +*!          .   .0  .          !
 2011.4!                                    *+!!          .  0.   .          !
 2012.1!                                   +  !!          .   0   .          !
 2012.2!                              *   +   !!       0  .   .   .          !
 2012.3!                           *  +       !!          0   .   .          !
 2012.4!                            +         !!          .   0   .          !


     29.12 percent of the residuals exceed 1 SE
      4.40 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPAFR=PAPX$Q/FRPMM;                                                     
 GENR LAAPAFR=LOG(AAPAFR+.00001);                                             
 GENR LAPAFR=LOG(APAFR+.00001);                                               
 LHS AAPAFR=EXP(LAAPAFR)-.00001;                                              
  EQ  258 LAAPAFR C LAPAFR(-1) PPAFR;                                         
EQUATION 456  LAAPAFR  
   RHS     C  LAPAFR(-1)  PPAFR  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  456 PLOT=0;END;                                                     

Equation number =  456
**********************

Dependent variable = LAAPAFR 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -7.442810732

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.435664721       0.284915305  -5.03892     1.000000
11777 LAPAFR  ( -1)       0.764607091       0.046167885  16.56145    -7.449254
11775 PPAFR   (  0)      -0.212763767       0.053713709  -3.96107     1.463564

SE of equation            =     0.157892578
Sum of squared residuals  =  3.96388052      -0.275575118E-09
Average absolute error    =     0.121751061
Sum of ABS residuals      =  19.7236718    
R squared                 =   0.87515
Durbin-Watson statistic   =   2.35243
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!    +    *                            !!          .   .   .  0       !
 1972.4!          *+                          !!          .  0.   .          !
 1973.1!            +   *                     !!          .   .   . 0        !
 1973.2!         *     +                      !!      0   .   .   .          !
 1973.3*         +                            !0          .   .   .          !
 1973.4!+     *                               !!          .   .   .    0     !
 1974.1!   +   *                              !!          .   .   .  0       !
 1974.2!        +      *                      !!          .   .   .     0    !
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 1992.4!                                 * +  !!          . 0 .   .          !
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 1993.3!                                  +   *!          .   .   . 0        !
 1993.4!                                   +  !!          .  0.   .          !
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 1997.3!                    *   +             !!         0.   .   .          !
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 2004.3!                          *+          !!          .  0.   .          !
 2004.4!                         * +          !!          . 0 .   .          !
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 2005.2!                        *   +         !!        0 .   .   .          !
 2005.3!                         +            !!          .   0   .          !
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 2006.3!                     + *              !!          .   . 0 .          !
 2006.4!                      * +             !!          .0  .   .          !
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 2007.2!                      *   +           !!        0 .   .   .          !
 2007.3!                       +              !!          .   0   .          !
 2007.4!                        *+            !!          . 0 .   .          !
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 2008.4!                        *+            !!          . 0 .   .          !
 2009.1!                    *   +             !!        0 .   .   .          !
 2009.2!                      +*              !!          .   .0  .          !
 2009.3!                     *  +             !!         0.   .   .          !
 2009.4!                    *  +              !!          0   .   .          !
 2010.1!                      +*              !!          .   .0  .          !
 2010.2!                       +*             !!          .   .0  .          !
 2010.3!                       * +            !!          . 0 .   .          !
 2010.4!                     *  +             !!          0   .   .          !
 2011.1!                      +  *            !!          .   .   0          !
 2011.2!                        *+            !!          . 0 .   .          !
 2011.3!                       *+             !!          .  0.   .          !
 2011.4!                    *  +              !!          0   .   .          !
 2012.1!                    *+                !!          . 0 .   .          !
 2012.2!                  *  +                !!          0   .   .          !
 2012.3!                   +                  !!          .   0   .          !
 2012.4!                   * +                !!          .0  .   .          !


     28.40 percent of the residuals exceed 1 SE
      4.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPHFR=PHPX$Q/FRPMM;                                                     
 GENR LAAPHFR=LOG(AAPHFR+.00001);                                             
 GENR LAPHFR=LOG(APHFR+.00001);                                               
 LHS AAPHFR=EXP(LAAPHFR)-.00001;                                              
  EQ  259 LAAPHFR C LAPHFR(-1) PPHFR;                                         
EQUATION 457  LAAPHFR  
   RHS     C  LAPHFR(-1)  PPHFR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  457 PLOT=0;END;                                                     

Equation number =  457
**********************

Dependent variable = LAAPHFR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -7.348203367

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.513429781       0.406164416  -6.18821     1.000000
11780 LAPHFR  ( -1)       0.637219285       0.057826398  11.01952    -7.343231
11778 PPHFR   (  0)      -0.116779907       0.074423322  -1.56913     1.331780

SE of equation            =     0.346694385
Sum of squared residuals  =  22.2364444      -0.914681664E-10
Average absolute error    =     0.224699116
Sum of ABS residuals      =  42.2434338    
R squared                 =   0.44519
Durbin-Watson statistic   =   1.95501
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!           *                +         !! 0         .  .  .           !
 1966.2!               +                      !!           .  0  .           !
 1966.3*                  +                   !0           .  .  .           !
 1966.4!       *+                             !!           .  0  .           !
 1967.1!             +                 *      !!           .  .  .          0!
 1967.2!                            + *       !!           .  . 0.           !
 1967.3!                            +*        !!           .  .0 .           !
 1967.4!                           + *        !!           .  . 0.           !
 1968.1!                           +  *       !!           .  .  0           !
 1968.2!                            +         !!           .  0  .           !
 1968.3!                         *+           !!           . 0.  .           !
 1968.4!                        +   *         !!           .  .  0           !
 1969.1!                      *   +           !!           0  .  .           !
 1969.2!                      +*              !!           .  0  .           !
 1969.3!                       +        *     !!           .  .  .   0       !
 1969.4!                             +*       !!           .  .0 .           !
 1970.1!                            +     *   !!           .  .  . 0         !
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 1970.3!                         *  +         !!           .0 .  .           !
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 1971.3!                        * +           !!           .0 .  .           !
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 1972.3!                              *   +   !!           0  .  .           !
 1972.4!                             +  *     !!           .  . 0.           !
 1973.1!                     *        +       !!       0   .  .  .           !
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 1973.4!                      *     +         !!          0.  .  .           !
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 1974.2!                    +    *            !!           .  .  .0          !
 1974.3!              *          +            !!     0     .  .  .           !
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 1975.4!                          * +         !!           .0 .  .           !
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 1989.4!                            * +       !!           . 0.  .           !
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 1992.3!                            +         !!           .  0  .           !
 1992.4!                            + *       !!           .  .0 .           !
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 1996.3!                            +         !!           . 0.  .           !
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 1999.4!                           + *        !!           .  .0 .           !
 2000.1!                         *  +         !!           0  .  .           !
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 2000.4!                            + *       !!           .  . 0.           !
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 2001.2!                           *+         !!           .  0  .           !
 2001.3!                           +          !!           .  0  .           !
 2001.4!                           +*         !!           .  .0 .           !
 2002.1!                           +          !!           .  0  .           !
 2002.2!                           +          !!           .  0  .           !
 2002.3!                           +          !!           .  0  .           !
 2002.4!                           +          !!           .  0  .           !
 2003.1!                          *+          !!           . 0.  .           !
 2003.2!                          *+          !!           .  0  .           !
 2003.3!                         * +          !!           . 0.  .           !
 2003.4!                        * +           !!           .0 .  .           !
 2004.1!                        *+            !!           . 0.  .           !
 2004.2!                        *+            !!           . 0.  .           !
 2004.3!                      *  +            !!           .0 .  .           !
 2004.4!                     *  +             !!           .0 .  .           !
 2005.1!                     *  +             !!           .0 .  .           !
 2005.2!                     * +              !!           .0 .  .           !
 2005.3!                       +              !!           .  0  .           !
 2005.4!                      * +             !!           .0 .  .           !
 2006.1!                      * +             !!           .0 .  .           !
 2006.2!                   *    +             !!          0.  .  .           !
 2006.3!                      +               !!           .  0  .           !
 2006.4!                      * +             !!           .0 .  .           !
 2007.1!                       *+             !!           . 0.  .           !
 2007.2!                       *+             !!           . 0.  .           !
 2007.3!                     *   +            !!           0  .  .           !
 2007.4!                    *  +              !!           .0 .  .           !
 2008.1!                    *  +              !!           .0 .  .           !
 2008.2!                      +               !!           . 0.  .           !
 2008.3!                    *   +             !!           0  .  .           !
 2008.4!                    * +               !!           .0 .  .           !
 2009.1!                    * +               !!           .0 .  .           !
 2009.2!                      +               !!           .  0  .           !
 2009.3!                       *+             !!           . 0.  .           !
 2009.4!                        +             !!           .  0  .           !
 2010.1!                         + *          !!           .  . 0.           !
 2010.2!                        *  +          !!           0  .  .           !
 2010.3!                        *+            !!           .  0  .           !
 2010.4!                         +            !!           .  0  .           !
 2011.1!                         *+           !!           . 0.  .           !
 2011.2!                        * +           !!           . 0.  .           !
 2011.3!                         +            !!           .  0  .           !
 2011.4!                       * +            !!           .0 .  .           !
 2012.1!                       *+             !!           . 0.  .           !
 2012.2!                       *+             !!           . 0.  .           !
 2012.3!                       *+             !!           . 0.  .           !
 2012.4!                   *    +             !!          0.  .  .           !


     15.96 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHFR=THPX$Q/FRPMM;                                                     
 GENR LAATHFR=LOG(AATHFR+.00001);                                             
 GENR LATHFR=LOG(ATHFR+.00001);                                               
 LHS AATHFR=EXP(LAATHFR)-.00001;                                              
  EQ  260 LAATHFR C LATHFR(-1) PTHFR;                                         
EQUATION 458  LAATHFR  
   RHS     C  LATHFR(-1)  PTHFR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  458 PLOT=0;END;                                                     

Equation number =  458
**********************

Dependent variable = LAATHFR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.570390333

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.645687223       0.149518687  -4.31844     1.000000
11783 LATHFR  ( -1)       0.814992322       0.035172172  23.17151    -6.576841
11781 PTHFR   (  0)      -0.412111614       0.083939013  -4.90966     1.370086

SE of equation            =     0.221031614
Sum of squared residuals  =  9.03817026      -0.896527297E-11
Average absolute error    =     0.134429066
Sum of ABS residuals      =  25.2726644    
R squared                 =   0.93210
Durbin-Watson statistic   =   2.40311
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!             *+                       !!           . 0.  .           !
 1966.2!      *  +                            !!           0  .  .           !
 1966.3!     +*                               !!           .  .0 .           !
 1966.4!     +       *                        !!           .  .  .     0     !
 1967.1!           +  *                       !!           .  .  0           !
 1967.2!            +       *                 !!           .  .  .     0     !
 1967.3!                 +*                   !!           .  .0 .           !
 1967.4!                +     *               !!           .  .  .  0        !
 1968.1!    *              +                  !0           .  .  .           !
 1968.2!     +*                               !!           .  .0 .           !
 1968.3!    *+                                !!           . 0.  .           !
 1968.4!     +                                !!           .  0  .           !
 1969.1!   * +                                !!           .0 .  .           !
 1969.2!   +                                  !!           .  0  .           !
 1969.3!   *+                                 !!           .  0  .           !
 1969.4!    +                                 !!           . 0.  .           !
 1970.1!    *+                                !!           .  0  .           !
 1970.2!    * +                               !!           .0 .  .           !
 1970.3!    * +                               !!           .0 .  .           !
 1970.4!   * +                                !!           .0 .  .           !
 1971.1!     +        *                       !!           .  .  .     0     !
 1971.2!             * +                      !!           0  .  .           !
 1971.3!              *+                      !!           . 0.  .           !
 1971.4!            *    +                    !!         0 .  .  .           !
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 1972.2!            *   +                     !!          0.  .  .           !
 1972.3!              +            *          !!           .  .  .         0 !
 1972.4!               *          +           !!  0        .  .  .           !
 1973.1!         *     +                      !!       0   .  .  .           !
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 1973.3!     *     +                          !!        0  .  .  .           !
 1973.4!    +*                                !!           .  .0 .           !
 1974.1! +      *                             !!           .  .  .    0      !
 1974.2*       +                              !!      0    .  .  .           !
 1974.3!+                                     !!           .  0  .           !
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 1975.1!  *    +                              !!         0 .  .  .           !
 1975.2*    +                                 !!         0 .  .  .           !
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 1975.4!       *+                             !!           .  0  .           !
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 1977.2!          *  +                        !!          0.  .  .           !
 1977.3!           +                          !!           . 0.  .           !
 1977.4!            +  *                      !!           .  .  0           !
 1978.1!                +   *                 !!           .  .  0           !
 1978.2!                 *  +                 !!           0  .  .           !
 1978.3!                  +*                  !!           .  .0 .           !
 1978.4!                   +                  !!           .  0  .           !
 1979.1!                    +   *             !!           .  .  .0          !
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 1980.2!               *      +               !!       0   .  .  .           !
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 1981.4!                   + *                !!           .  . 0.           !
 1982.1!                      +               !!           .  0  .           !
 1982.2!                      +*              !!           .  0  .           !
 1982.3!                   *    +             !!          0.  .  .           !
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 1983.1!                      * +             !!           .0 .  .           !
 1983.2!                   *  +               !!           0  .  .           !
 1983.3!                    +                 !!           .  .0 .           !
 1983.4!                     +                !!           .  .0 .           !
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 1985.2!                     *+               !!           . 0.  .           !
 1985.3!                      +               !!           .  0  .           !
 1985.4!                        +*            !!           .  .0 .           !
 1986.1!                         *+           !!           .0 .  .           !
 1986.2!                          +           !!           .  .0 .           !
 1986.3!                           +          !!           .  0  .           !
 1986.4!                            +         !!           .  0  .           !
 1987.1!                             +        !!           .  0  .           !
 1987.2!                             *+       !!           . 0.  .           !
 1987.3!                            * +       !!           . 0.  .           !
 1987.4!                             +        !!           .  0  .           !
 1988.1!                            *+        !!           . 0.  .           !
 1988.2!                            +         !!           .  0  .           !
 1988.3!                           + *        !!           .  .0 .           !
 1988.4!                            +*        !!           .  .0 .           !
 1989.1!                            +         !!           . 0.  .           !
 1989.2!                           +*         !!           .  .0 .           !
 1989.3!                            +*        !!           .  .0 .           !
 1989.4!                             + *      !!           .  . 0.           !
 1990.1!                              +       !!           . 0.  .           !
 1990.2!                              +       !!           .  0  .           !
 1990.3!                               + *    !!           .  . 0.           !
 1990.4!                                  +*  !!           .  .0 .           !
 1991.1!                                   +  !!           .  0  .           !
 1991.2!                                   +  !!           .  0  .           !
 1991.3!                                  + * !!           .  .0 .           !
 1991.4!                                   +* !!           .  0  .           !
 1992.1!                                   *+ !!           .  0  .           !
 1992.2!                                  *+  !!           . 0.  .           !
 1992.3!                                   +  !!           .  0  .           !
 1992.4!                                   +  *!           .  .  0           !
 1993.1!                                    *+!!           . 0.  .           !
 1993.2!                                    +*!!           .  . 0.           !
 1993.3!                                    +*!!           .  .0 .           !
 1993.4!                                    + *!           .  . 0.           !
 1994.1!                                   *+ !!           . 0.  .           !
 1994.2!                                  + * !!           .  . 0.           !
 1994.3!                                   +* !!           .  .0 .           !
 1994.4!                                    + !!           .  0  .           !
 1995.1!                                   +  !!           .  0  .           !
 1995.2!                                   +* !!           .  .0 .           !
 1995.3!                                   + *!!           .  . 0.           !
 1995.4!                                    +*!!           .  .0 .           !
 1996.1!                                   *+ !!           . 0.  .           !
 1996.2!                                  + * !!           .  . 0.           !
 1996.3!                                   +* !!           .  .0 .           !
 1996.4!                                   +  !!           .  .0 .           !
 1997.1!                                 *+   !!           .  0  .           !
 1997.2!                                + *   !!           .  . 0.           !
 1997.3!                                 +    !!           .  0  .           !
 1997.4!                                +  *  !!           .  .  0           !
 1998.1!                                  +   !!           .  0  .           !
 1998.2!                                 +*   !!           .  .0 .           !
 1998.3!                                 +    !!           .  0  .           !
 1998.4!                              *  +    !!           0  .  .           !
 1999.1!                              +*      !!           .  . 0.           !
 1999.2!                               +*     !!           .  .0 .           !
 1999.3!                                +     !!           .  0  .           !
 1999.4!                                + *   !!           .  . 0.           !
 2000.1!                               * +    !!           .0 .  .           !
 2000.2!                               + *    !!           .  . 0.           !
 2000.3!                                +     !!           .  0  .           !
 2000.4!                               +*     !!           .  0  .           !
 2001.1!                               +*     !!           .  .0 .           !
 2001.2!                                +     !!           .  .0 .           !
 2001.3!                               *+     !!           . 0.  .           !
 2001.4!                               +*     !!           .  .0 .           !
 2002.1!                               *+     !!           . 0.  .           !
 2002.2!                               + *    !!           .  . 0.           !
 2002.3!                               *+     !!           . 0.  .           !
 2002.4!                               +*     !!           .  0  .           !
 2003.1!                                + *   !!           .  . 0.           !
 2003.2!                                * +   !!           .0 .  .           !
 2003.3!                                +     !!           .  .0 .           !
 2003.4!                               * +    !!           . 0.  .           !
 2004.1!                                + *   !!           .  . 0.           !
 2004.2!                                 *+   !!           . 0.  .           !
 2004.3!                                 *+   !!           .  0  .           !
 2004.4!                                  +   !!           .  0  .           !
 2005.1!                                 *+   !!           . 0.  .           !
 2005.2!                                 +    !!           .  0  .           !
 2005.3!                                 +    !!           .  0  .           !
 2005.4!                                 +    !!           .  0  .           !
 2006.1!                                 +    !!           .  0  .           !
 2006.2!                                *+    !!           . 0.  .           !
 2006.3!                                 +    !!           .  .0 .           !
 2006.4!                                  +   !!           .  0  .           !
 2007.1!                                  +   !!           .  0  .           !
 2007.2!                                  +   !!           .  0  .           !
 2007.3!                                  +*  !!           .  0  .           !
 2007.4!                                  *+  !!           . 0.  .           !
 2008.1!                                  +*  !!           .  .0 .           !
 2008.2!                                  *+  !!           . 0.  .           !
 2008.3!                                  +   !!           .  0  .           !
 2008.4!                                 *+   !!           .  0  .           !
 2009.1!                                 +*   !!           .  .0 .           !
 2009.2!                                 *+   !!           . 0.  .           !
 2009.3!                                *+    !!           . 0.  .           !
 2009.4!                                + *   !!           .  .0 .           !
 2010.1!                                 +    !!           .  0  .           !
 2010.2!                                +*    !!           .  .0 .           !
 2010.3!                                 +    !!           .  0  .           !
 2010.4!                                +*    !!           .  .0 .           !
 2011.1!                                 +*   !!           .  .0 .           !
 2011.2!                                *+    !!           . 0.  .           !
 2011.3!                                +*    !!           .  0  .           !
 2011.4!                              * +     !!           0  .  .           !
 2012.1!                              +*      !!           .  . 0.           !
 2012.2!                               +      !!           .  0  .           !
 2012.3!                              *+      !!           . 0.  .           !
 2012.4!                              +*      !!           .  .0 .           !


     16.49 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHFR=CHPX$Q/FRPMM;                                                     
 GENR LAACHFR=LOG(AACHFR+.00001);                                             
 GENR LACHFR=LOG(ACHFR+.00001);                                               
 LHS AACHFR=EXP(LAACHFR)-.00001;                                              
  EQ  261 LAACHFR C LACHFR(-1) PCHFR;                                         
EQUATION 459  LAACHFR  
   RHS     C  LACHFR(-1)  PCHFR  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  459 PLOT=0;END;                                                     

Equation number =  459
**********************

Dependent variable = LAACHFR 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.840794907

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.113238118       0.103732831   1.09163     1.000000
11786 LACHFR  ( -1)       0.956404021       0.022694500  42.14255    -4.864201
11784 PCHFR   (  0)      -0.248718226       0.127348521  -1.95305     1.213788

SE of equation            =     0.191882682
Sum of squared residuals  =  4.52873251      -0.668309852E-11
Average absolute error    =     0.147140785
Sum of ABS residuals      =  18.5397390    
R squared                 =   0.97255
Durbin-Watson statistic   =   2.98404
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!     + *                              !!         .    .   0.         !
 1981.4!      *+                              !!         .  0 .    .         !
 1982.1!    * +                               !!         .0   .    .         !
 1982.2!    +*                                !!         .    .  0 .         !
 1982.3!   * +                                !!        0.    .    .         !
 1982.4!   +  *                               !!         .    .    .   0     !
 1983.1!*     +                               !0         .    .    .         !
 1983.2!+   *                                 !!         .    .    .   0     !
 1983.3!    +*                                !!         .    .  0 .         !
 1983.4!   * +                                !!         . 0  .    .         !
 1984.1! * +                                  !!        0.    .    .         !
 1984.2! +  *                                 !!         .    .    . 0       !
 1984.3!   +                                  !!         .    0    .         !
 1984.4!  *+                                  !!         .  0 .    .         !
 1985.1* +                                    !!        0.    .    .         !
 1985.2+ *                                    !!         .    .    .0        !
 1985.3! +*                                   !!         .    .  0 .         !
 1985.4!  +  *                                !!         .    .    .0        !
 1986.1!   * +                                !!        0.    .    .         !
 1986.2!   +*                                 !!         .    . 0  .         !
 1986.3!    +  *                              !!         .    .    . 0       !
 1986.4!       +                              !!         .  0 .    .         !
 1987.1!     * +                              !!         0    .    .         !
 1987.2!      + *                             !!         .    .    .0        !
 1987.3!      *  +                            !!     0   .    .    .         !
 1987.4!       + *                            !!         .    .    . 0       !
 1988.1!      *   +                           !!   0     .    .    .         !
 1988.2!       +*                             !!         .    .   0.         !
 1988.3!       * +                            !!         .0   .    .         !
 1988.4!        +*                            !!         .    .   0.         !
 1989.1!    *     +                           !0         .    .    .         !
 1989.2!     +*                               !!         .    .  0 .         !
 1989.3!       +                              !!         .    0    .         !
 1989.4!       +*                             !!         .    .  0 .         !
 1990.1!      *  +                            !!      0  .    .    .         !
 1990.2!       +*                             !!         .    .0   .         !
 1990.3!       * +                            !!         .0   .    .         !
 1990.4!        +  *                          !!         .    .    .  0      !
 1991.1!       *    +                         !!0        .    .    .         !
 1991.2!        +*                            !!         .    .  0 .         !
 1991.3!          +*                          !!         .    . 0  .         !
 1991.4!          *+                          !!         .0   .    .         !
 1992.1!      *    +                          !!  0      .    .    .         !
 1992.2!       +  *                           !!         .    .    .  0      !
 1992.3!         * +                          !!         0    .    .         !
 1992.4!          + *                         !!         .    .   0.         !
 1993.1!            +                         !!         .  0 .    .         !
 1993.2!            +  *                      !!         .    .    .  0      !
 1993.3!                +*                    !!         .    .  0 .         !
 1993.4!                 +*                   !!         .    . 0  .         !
 1994.1!            *     +                   !0         .    .    .         !
 1994.2!             + *                      !!         .    .    . 0       !
 1994.3!               *+                     !!         .  0 .    .         !
 1994.4!                + *                   !!         .    .    0         !
 1995.1!              *   +                   !!    0    .    .    .         !
 1995.2!               + *                    !!         .    .    .0        !
 1995.3!                 *+                   !!         . 0  .    .         !
 1995.4!                  +                   !!         .    . 0  .         !
 1996.1!               *   +                  !!    0    .    .    .         !
 1996.2!                +*                    !!         .    .  0 .         !
 1996.3!                 +*                   !!         .    .0   .         !
 1996.4!                  +*                  !!         .    .0   .         !
 1997.1!                *  +                  !!       0 .    .    .         !
 1997.2!                 +*                   !!         .    .    0         !
 1997.3!                   +                  !!         .    0    .         !
 1997.4!                   +*                 !!         .    .  0 .         !
 1998.1!                  * +                 !!        0.    .    .         !
 1998.2!                  + *                 !!         .    .    0         !
 1998.3!                    +                 !!         .    0    .         !
 1998.4!                    +*                !!         .    . 0  .         !
 1999.1!                 *   +                !!    0    .    .    .         !
 1999.2!                  +*                  !!         .    .    0         !
 1999.3!                   + *                !!         .    .  0 .         !
 1999.4!                     +                !!         .    .0   .         !
 2000.1!                    *+                !!         . 0  .    .         !
 2000.2!                    +*                !!         .    .  0 .         !
 2000.3!                     +*               !!         .    .  0 .         !
 2000.4!                     *+               !!         .   0.    .         !
 2001.1!                    *+                !!         .  0 .    .         !
 2001.2!                    +*                !!         .    .   0.         !
 2001.3!                     +                !!         .  0 .    .         !
 2001.4!                    +*                !!         .    . 0  .         !
 2002.1!                     +                !!         .   0.    .         !
 2002.2!                    + *               !!         .    .  0 .         !
 2002.3!                      +*              !!         .    .   0.         !
 2002.4!                       +              !!         .   0.    .         !
 2003.1!                       +*             !!         .    .  0 .         !
 2003.2!                        +  *          !!         .    .    .  0      !
 2003.3!                           +*         !!         .    . 0  .         !
 2003.4!                            + *       !!         .    .   0.         !
 2004.1!                             *+       !!         . 0  .    .         !
 2004.2!                             +        !!         .    . 0  .         !
 2004.3!                              +       !!         .    0    .         !
 2004.4!                              +       !!         .    .0   .         !
 2005.1!                              +       !!         .  0 .    .         !
 2005.2!                              +       !!         .    .0   .         !
 2005.3!                              +*      !!         .    . 0  .         !
 2005.4!                               +      !!         .    0    .         !
 2006.1!                             * +      !!         0    .    .         !
 2006.2!                             + *      !!         .    .  0 .         !
 2006.3!                               +*     !!         .    . 0  .         !
 2006.4!                                +*    !!         .    .    0         !
 2007.1!                                 *+   !!         .   0.    .         !
 2007.2!                                  +   !!         .    .0   .         !
 2007.3!                                  +*  !!         .    .  0 .         !
 2007.4!                                   +* !!         .    0    .         !
 2008.1!                                  * + !!         0    .    .         !
 2008.2!                                  +*  !!         .    . 0  .         !
 2008.3!                                   +* !!         .    0    .         !
 2008.4!                                    + !!         .    . 0  .         !
 2009.1!                                  * + !!         0    .    .         !
 2009.2!                                  + * !!         .    .    0         !
 2009.3!                                    +*!!         .    .0   .         !
 2009.4!                                     +!!         .    .0   .         !
 2010.1!                                     +!!         .   0.    .         !
 2010.2!                                     +*!         .    .  0 .         !
 2010.3!                                      +!         .    0    .         !
 2010.4!                                      +!         .    0    .         !
 2011.1!                                   *  +!        0.    .    .         !
 2011.2!                                   + *!!         .    .    0         !
 2011.3!                                     +*!         .    .0   .         !
 2011.4!                                      +!         .    0    .         !
 2012.1!                                    *+!!         0    .    .         !
 2012.2!                                   + *!!         .    .   0.         !
 2012.3!                                     +!!         .   0.    .         !
 2012.4!                                    + !!         .   0.    .         !


     26.98 percent of the residuals exceed 1 SE
      4.76 percent of the residuals exceed 2 SE
@EQ   262 LAAARFR C LAARFR(-1) PARFR;SMPL 1966.1 2012.4;OLS;EST  262 PLOT=0;EN
@EQ   263 LAABRFR C LABRFR(-1) PBRFR;SMPL 1981.3 2012.4;OLS;EST  263 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCEFR=CEPX$Q/FRPMM;                                                     
 GENR LAACEFR=LOG(AACEFR+.00001);                                             
 GENR LACEFR=LOG(ACEFR+.00001);                                               
 LHS AACEFR=EXP(LAACEFR)-.00001;                                              
  EQ  264 LAACEFR C LACEFR(-1) PCEFR;                                         
EQUATION 460  LAACEFR  
   RHS     C  LACEFR(-1)  PCEFR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  460 PLOT=0;END;                                                     

Equation number =  460
**********************

Dependent variable = LAACEFR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.409881777

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.068716691       0.252318589  -4.23558     1.000000
11789 LACEFR  ( -1)       0.827297802       0.040835796  20.25913    -6.415556
11787 PCEFR   (  0)      -0.024882833       0.063177124  -0.39386     1.349926

SE of equation            =     0.246393523
Sum of squared residuals  =  11.2313071       0.315258930E-10
Average absolute error    =     0.185759374
Sum of ABS residuals      =  34.9227623    
R squared                 =   0.70899
Durbin-Watson statistic   =   2.23001
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!   +                                  !!          .   0   .          !
 1966.2!     +         *                      !!          .   .   .     0    !
 1966.3!               +              *       !!          .   .   .          0
 1966.4!                          *+          !!          .  0.   .          !
 1967.1!                        +   *         !!          .   .  0.          !
 1967.2!                          +*          !!          .   .0  .          !
 1967.3!                         +*           !!          .   .0  .          !
 1967.4!                       *+             !!          .  0.   .          !
 1968.1!                     *+               !!          .  0.   .          !
 1968.2!                    +                 !!          .   0   .          !
 1968.3!                   *+                 !!          .   0   .          !
 1968.4!                  + *                 !!          .   .0  .          !
 1969.1!                   + *                !!          .   .0  .          !
 1969.2!                    +*                !!          .   . 0 .          !
 1969.3!                    +  *              !!          .   . 0 .          !
 1969.4!                     +  *             !!          .   . 0 .          !
 1970.1!                      +  *            !!          .   .  0.          !
 1970.2!                       +*             !!          .   .0  .          !
 1970.3!                       +              !!          .   .0  .          !
 1970.4!                      +               !!          .   0   .          !
 1971.1!                     +                !!          .   0   .          !
 1971.2!                   *+                 !!          .  0.   .          !
 1971.3!                 *+                   !!          . 0 .   .          !
 1971.4!              *  +                    !!          . 0 .   .          !
 1972.1!            *  +                      !!          . 0 .   .          !
 1972.2!          *  +                        !!          .0  .   .          !
 1972.3!         * +                          !!          . 0 .   .          !
 1972.4!     *    +                           !!         0.   .   .          !
 1973.1! *     +                              !!        0 .   .   .          !
 1973.2!  * +                                 !!          . 0 .   .          !
 1973.3!    +                                 !!          .   0   .          !
 1973.4!      +                               !!          .   0   .          !
 1974.1!        +      *                      !!          .   .   .  0       !
 1974.2!               +*                     !!          .   .0  .          !
 1974.3!                +                     !!          .   0   .          !
 1974.4!               *+                     !!          .  0.   .          !
 1975.1!              *+                      !!          .  0.   .          !
 1975.2!             *+                       !!          . 0 .   .          !
 1975.3!           * +                        !!          . 0 .   .          !
 1975.4!          * +                         !!          .0  .   .          !
 1976.1!        *  +                          !!          . 0 .   .          !
 1976.2!        * +                           !!          . 0 .   .          !
 1976.3!        *+                            !!          . 0 .   .          !
 1976.4!      *  +                            !!          .0  .   .          !
 1977.1!      * +                             !!          . 0 .   .          !
 1977.2!      * +                             !!          . 0 .   .          !
 1977.3!      * +                             !!          . 0 .   .          !
 1977.4!    *  +                              !!          0   .   .          !
 1978.1!     *+                               !!          .   0   .          !
 1978.2!    *  +                              !!          .0  .   .          !
 1978.3*       +                              !!      0   .   .   .          !
 1978.4!  + *                                 !!          .   . 0 .          !
 1979.1!      +     *                         !!          .   .   .0         !
 1979.2!           * +                        !!          . 0 .   .          !
 1979.3!            +                         !!          .   0   .          !
 1979.4!             +                        !!          .   .0  .          !
 1980.1!              +     *                 !!          .   .   . 0        !
 1980.2!                    + *               !!          .   . 0 .          !
 1980.3!             *       +                !!      0   .   .   .          !
 1980.4!             +    *                   !!          .   .   .0         !
 1981.1!         *        +                   !!     0    .   .   .          !
 1981.2!      *   +                           !!          0   .   .          !
 1981.3!        +*                            !!          .   .0  .          !
 1981.4!          +     *                     !!          .   .   .0         !
 1982.1!          *     +                     !!        0 .   .   .          !
 1982.2!         * +                          !!          . 0 .   .          !
 1982.3!          *+                          !!          .   0   .          !
 1982.4!           +                          !!          .   0   .          !
 1983.1!            +                         !!          .   0   .          !
 1983.2!             + *                      !!          .   .  0.          !
 1983.3!                +                     !!          .   0   .          !
 1983.4!         *      +                     !!       0  .   .   .          !
 1984.1!       *  +                           !!          .0  .   .          !
 1984.2!         +       *                    !!          .   .   .    0     !
 1984.3!       *         +                    !!    0     .   .   .          !
 1984.4!        + *                           !!          .   . 0 .          !
 1985.1!         * +                          !!          . 0 .   .          !
 1985.2!        * +                           !!          . 0 .   .          !
 1985.3!       *  +                           !!          . 0 .   .          !
 1985.4!        *+                            !!          .  0.   .          !
 1986.1!          +*                          !!          .   .0  .          !
 1986.2!           *+                         !!          .  0.   .          !
 1986.3!  *         +                         !!    0     .   .   .          !
 1986.4!     +    *                           !!          .   .   .0         !
 1987.1!        *  +                          !!          .0  .   .          !
 1987.2!          +*                          !!          .   . 0 .          !
 1987.3!     *      +                         !!      0   .   .   .          !
 1987.4!       +     *                        !!          .   .   . 0        !
 1988.1!              +  *                    !!          .   .   0          !
 1988.2!                 +   *                !!          .   .   0          !
 1988.3!               *     +                !!        0 .   .   .          !
 1988.4!               +   *                  !!          .   .   0          !
 1989.1!                  *+                  !!          .  0.   .          !
 1989.2!                  +  *                !!          .   . 0 .          !
 1989.3!             *      +                 !!       0  .   .   .          !
 1989.4!              +     *                 !!          .   .   . 0        !
 1990.1!                *  +                  !!          .0  .   .          !
 1990.2!                +   *                 !!          .   .   0          !
 1990.3!                  * +                 !!          . 0 .   .          !
 1990.4!                * +                   !!          .  0.   .          !
 1991.1!                 +*                   !!          .   .0  .          !
 1991.2!                  +                   !!          .   0   .          !
 1991.3!              *  +                    !!          .0  .   .          !
 1991.4!               + *                    !!          .   . 0 .          !
 1992.1!                 +*                   !!          .   0   .          !
 1992.2!              *   +                   !!          0   .   .          !
 1992.3!         *     +                      !!         0.   .   .          !
 1992.4!           +                          !!          .   .0  .          !
 1993.1!            +       *                 !!          .   .   .  0       !
 1993.2!                   + *                !!          .   . 0 .          !
 1993.3!              *     +                 !!       0  .   .   .          !
 1993.4!            * +                       !!          .0  .   .          !
 1994.1!             + *                      !!          .   .  0.          !
 1994.2!               *+                     !!          .   0   .          !
 1994.3!              * +                     !!          . 0 .   .          !
 1994.4!              +     *                 !!          .   .   . 0        !
 1995.1!                *   +                 !!          0   .   .          !
 1995.2!                +   *                 !!          .   .   0          !
 1995.3!                  * +                 !!          . 0 .   .          !
 1995.4!                  +*                  !!          .   .0  .          !
 1996.1!                   +                  !!          .   0   .          !
 1996.2!             *     +                  !!         0.   .   .          !
 1996.3!           *  +                       !!          .0  .   .          !
 1996.4!            +*                        !!          .   . 0 .          !
 1997.1!              +   *                   !!          .   .   0          !
 1997.2!               *  +                   !!          .0  .   .          !
 1997.3!               +*                     !!          .   0   .          !
 1997.4!           *    +                     !!         0.   .   .          !
 1998.1!            +    *                    !!          .   .   0          !
 1998.2!            *    +                    !!         0.   .   .          !
 1998.3!             +*                       !!          .   . 0 .          !
 1998.4!             * +                      !!          . 0 .   .          !
 1999.1!              + *                     !!          .   . 0 .          !
 1999.2!                +*                    !!          .   . 0 .          !
 1999.3!           *     +                    !!        0 .   .   .          !
 1999.4!            +  *                      !!          .   .  0.          !
 2000.1!                +  *                  !!          .   .  0.          !
 2000.2!                 *+                   !!          .  0.   .          !
 2000.3!                *+                    !!          . 0 .   .          !
 2000.4!               *+                     !!          .  0.   .          !
 2001.1!               +  *                   !!          .   .  0.          !
 2001.2!                  +*                  !!          .   .0  .          !
 2001.3!            *     +                   !!       0  .   .   .          !
 2001.4!             +                        !!          .   0   .          !
 2002.1!              +  *                    !!          .   .   0          !
 2002.2!                 +  *                 !!          .   .  0.          !
 2002.3!            *       +                 !!      0   .   .   .          !
 2002.4!             +   *                    !!          .   .   0          !
 2003.1!                 + *                  !!          .   . 0 .          !
 2003.2!                   + *                !!          .   .  0.          !
 2003.3!                 *   +                !!          .0  .   .          !
 2003.4!                 +*                   !!          .   .0  .          !
 2004.1!                  +         *         !!          .   .   .    0     !
 2004.2!                          +           !!          .   0   .          !
 2004.3!                        +   *         !!          .   .  0.          !
 2004.4!                      *   +           !!          .0  .   .          !
 2005.1!                      +    *          !!          .   .   . 0        !
 2005.2!                          +           !!          .   .0  .          !
 2005.3!                         +            !!          .   0   .          !
 2005.4!                       +    *         !!          .   .   0          !
 2006.1!                          +     *     !!          .   .   .  0       !
 2006.2!                              +     * !!          .   .   .  0       !
 2006.3!                                 +*   !!          .   .0  .          !
 2006.4!                               + *    !!          .   .0  .          !
 2007.1!                            * +       !!          . 0 .   .          !
 2007.2!                          +           *!          .   .   .       0  !
 2007.3!                               *  +   !!          0   .   .          !
 2007.4!                            *+        !!          .  0.   .          !
 2008.1!                          +       *   !!          .   .   .   0      !
 2008.2!                               +      !!          .   0   .          !
 2008.3!                            *+        !!          . 0 .   .          !
 2008.4!                   *      +           !!        0 .   .   .          !
 2009.1!                   +   *              !!          .   .   0          !
 2009.2!                      +*              !!          .   .0  .          !
 2009.3!                      +  *            !!          .   .  0.          !
 2009.4!                     * +              !!          .0  .   .          !
 2010.1!                    +   *             !!          .   .  0.          !
 2010.2!                  *    +              !!          0   .   .          !
 2010.3!                  +  *                !!          .   . 0 .          !
 2010.4!                    +*                !!          .   .0  .          !
 2011.1!                    + *               !!          .   . 0 .          !
 2011.2!                      + *             !!          .   . 0 .          !
 2011.3!                   *  +               !!          .0  .   .          !
 2011.4!                  *+                  !!          . 0 .   .          !
 2012.1!                  +  *                !!          .   .   0          !
 2012.2!                   *+                 !!          .  0.   .          !
 2012.3!                   +                  !!          .   0   .          !
 2012.4!                  *+                  !!          .  0.   .          !


     25.53 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@EQ   265 LAAMEFR C LAMEFR(-1) PMEFR;SMPL 1966.1 2012.4;OLS;EST  265 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPEFR=PEPX$Q/FRPMM;                                                     
 GENR LAAPEFR=LOG(AAPEFR+.00001);                                             
 GENR LAPEFR=LOG(APEFR+.00001);                                               
 LHS AAPEFR=EXP(LAAPEFR)-.00001;                                              
  EQ  266 LAAPEFR C LAPEFR(-1) PPEFR;                                         
EQUATION 461  LAAPEFR  
   RHS     C  LAPEFR(-1)  PPEFR  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  461 PLOT=0;END;                                                     

Equation number =  461
**********************

Dependent variable = LAAPEFR 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -7.818110941

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -4.739764592       0.596756279  -7.94255     1.000000
11792 LAPEFR  ( -1)       0.354029020       0.079690265   4.44256    -7.817230
11790 PPEFR   (  0)      -0.340148136       0.073922019  -4.60145     0.913778

SE of equation            =     0.236265158
Sum of squared residuals  =  6.86601069       0.143621115E-09
Average absolute error    =     0.172916011
Sum of ABS residuals      =  21.7874173    
R squared                 =   0.37224
Durbin-Watson statistic   =   1.91051
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                 +    *               !!         .    .   0.         !
 1981.4!                   +            *     !!         .    .    .     0   !
 1982.1!                        +           * !!         .    .    .    0    !
 1982.2!                          + *         !!         .    . 0  .         !
 1982.3!                       +           *  !!         .    .    .    0    !
 1982.4!                         +   *        !!         .    .  0 .         !
 1983.1!              *       +               !!       0 .    .    .         !
 1983.2!                *+                    !!         .   0.    .         !
 1983.3!                 +        *           !!         .    .    .  0      !
 1983.4!                     +   *            !!         .    .  0 .         !
 1984.1!                     +         *      !!         .    .    .   0     !
 1984.2!                       +            * !!         .    .    .     0   !
 1984.3!                         +     *      !!         .    .    0         !
 1984.4!                        +             *!         .    .    .      0  !
 1985.1!                        * +           !!         .  0 .    .         !
 1985.2!                     +             *  !!         .    .    .     0   !
 1985.3!                          +*          !!         .    .0   .         !
 1985.4!                        +  *          !!         .    . 0  .         !
 1986.1!                 *      +             !!         0    .    .         !
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 1986.3!                 *   +                !!         . 0  .    .         !
 1986.4!              *      +                !!         0    .    .         !
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 1987.2!              *         +             !!      0  .    .    .         !
 1987.3!                   + *                !!         .    .0   .         !
 1987.4!                      + *             !!         .    . 0  .         !
 1988.1!                  *   +               !!         .0   .    .         !
 1988.2!                  * +                 !!         .  0 .    .         !
 1988.3!               *   +                  !!         .0   .    .         !
 1988.4!           *      +                   !!        0.    .    .         !
 1989.1!                +*                    !!         .    .0   .         !
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 1989.3!                 *   +                !!         . 0  .    .         !
 1989.4!                 *  +                 !!         . 0  .    .         !
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 1990.4!                       +*             !!         .    .0   .         !
 1991.1*               +                      !!0        .    .    .         !
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 1991.3!                          +           !!         .    0    .         !
 1991.4!                 *      +             !!        0.    .    .         !
 1992.1!                     +        *       !!         .    .    .  0      !
 1992.2!                       *  +           !!         .  0 .    .         !
 1992.3!                   *   +              !!         . 0  .    .         !
 1992.4!                      +       *       !!         .    .    . 0       !
 1993.1!                          +*          !!         .    .0   .         !
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 2004.1!              *       +               !!        0.    .    .         !
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 2004.4!               *      +               !!        0.    .    .         !
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 2005.3!               *   +                  !!         .0   .    .         !
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 2006.2!          *  +                        !!         . 0  .    .         !
 2006.3!         * +                          !!         .  0 .    .         !
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 2007.2!      *      +                        !!        0.    .    .         !
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 2007.4!             *+                       !!         .   0.    .         !
 2008.1!            *  +                      !!         . 0  .    .         !
 2008.2!       *      +                       !!        0.    .    .         !
 2008.3!             +                        !!         .    0    .         !
 2008.4!                  +   *               !!         .    .  0 .         !
 2009.1!                     *+               !!         .    0    .         !
 2009.2!                 *  +                 !!         . 0  .    .         !
 2009.3!                *+                    !!         .   0.    .         !
 2009.4!              * +                     !!         .  0 .    .         !
 2010.1!              +                       !!         .    0    .         !
 2010.2!         *   +                        !!         . 0  .    .         !
 2010.3!            +   *                     !!         .    .   0.         !
 2010.4!             +*                       !!         .    .0   .         !
 2011.1!            +                         !!         .    .0   .         !
 2011.2!           +*                         !!         .    0    .         !
 2011.3!           +*                         !!         .    .0   .         !
 2011.4!             +       *                !!         .    .    . 0       !
 2012.1!               +*                     !!         .    .0   .         !
 2012.2!       *      +                       !!        0.    .    .         !
 2012.3!          +    *                      !!         .    .   0.         !
 2012.4!             +*                       !!         .    .0   .         !


     26.98 percent of the residuals exceed 1 SE
      7.94 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTUFR=TUPX$/FRPMM;                                                      
 GENR LAATUFR=LOG(AATUFR+.00001);                                             
 GENR LATUFR=LOG(ATUFR+.00001);                                               
 LHS AATUFR=EXP(LAATUFR)-.00001;                                              
  EQ  267 LAATUFR C LATUFR(-1) PTUFR;                                         
EQUATION 462  LAATUFR  
   RHS     C  LATUFR(-1)  PTUFR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  462 PLOT=0;END;                                                     

Equation number =  462
**********************

Dependent variable = LAATUFR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.818758573

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.243458343       0.110870859  -2.19587     1.000000
11795 LATUFR  ( -1)       0.907618327       0.029545010  30.71985    -5.830162
11793 PTUFR   (  0)      -0.210188373       0.076442009  -2.74964     1.349926

SE of equation            =     0.188970273
Sum of squared residuals  =  6.60630637      -0.155209179E-10
Average absolute error    =     0.143768686
Sum of ABS residuals      =  27.0285130    
R squared                 =   0.94068
Durbin-Watson statistic   =   2.45534
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!    +   *                             !!          .   .   . 0        !
 1966.2!     *+                               !!          . 0 .   .          !
 1966.3!    +  *                              !!          .   .   . 0        !
 1966.4!    * +                               !!          .0  .   .          !
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 1967.4!         *+                           !!          .  0.   .          !
 1968.1!    *   +                             !!         0.   .   .          !
 1968.2*    +                                 !!       0  .   .   .          !
 1968.3+    *                                 !!          .   .   .  0       !
 1968.4!  * +                                 !!          . 0 .   .          !
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 1969.4! *   +                                !!         0.   .   .          !
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 2004.2!                               +      !!          .   0   .          !
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 2007.3!                                  +   !!          .   0   .          !
 2007.4!                                  + * !!          .   .  0.          !
 2008.1!                                   + *!!          .   . 0 .          !
 2008.2!                                    + !!          .  0.   .          !
 2008.3!                                   +  !!          .   0   .          !
 2008.4!                                *  +  !!         0.   .   .          !
 2009.1!                               +  *   !!          .   .   0          !
 2009.2!                                 +   *!!          .   .   .0         !
 2009.3!                                    +*!!          .   .0  .          !
 2009.4!                                     +*!          .   . 0 .          !
 2010.1!                                     +!!          .   0   .          !
 2010.2!                                  * + !!          .0  .   .          !
 2010.3!                                 *+   !!          .   0   .          !
 2010.4!                                 +*   !!          .   .0  .          !
 2011.1!                                 +*   !!          .   .0  .          !
 2011.2!                                  +*  !!          .   .0  .          !
 2011.3!                                  +   !!          .   0   .          !
 2011.4!                                  +   !!          .   0   .          !
 2012.1!                                 +*   !!          .   .0  .          !
 2012.2!                                 +    !!          .   0   .          !
 2012.3!                                *+    !!          .   0   .          !
 2012.4!                                + *   !!          .   .  0.          !


     29.26 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDFR=PDPX$/FRPMM;                                                      
 GENR LAAPDFR=LOG(AAPDFR+.00001);                                             
 GENR LAPDFR=LOG(APDFR+.00001);                                               
 LHS AAPDFR=EXP(LAAPDFR)-.00001;                                              
  EQ  268 LAAPDFR C LAPDFR(-1) PPDFR;                                         
EQUATION 463  LAAPDFR  
   RHS     C  LAPDFR(-1)  PPDFR  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  463 PLOT=0;END;                                                     

Equation number =  463
**********************

Dependent variable = LAAPDFR 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.388744321

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.009482564       0.118643616   0.07992     1.000000
11798 LAPDFR  ( -1)       0.945295511       0.026275609  35.97616    -5.404070
11796 PPDFR   (  0)      -0.238743492       0.112210944  -2.12763     1.213788

SE of equation            =     0.195535995
Sum of squared residuals  =  4.70282199       0.131694655E-10
Average absolute error    =     0.127799794
Sum of ABS residuals      =  16.1027740    
R squared                 =   0.95109
Durbin-Watson statistic   =   2.94320
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!   *    +                             !!         0 .  .  .           !
 1981.4!   +  *                               !!           .  .  0           !
 1982.1!     +                                !!           . 0.  .           !
 1982.2!    +   *                             !!           .  .  .0          !
 1982.3!      * +                             !!           .0 .  .           !
 1982.4!      +  *                            !!           .  .  .0          !
 1983.1!        +                             !!           . 0.  .           !
 1983.2!      *+                              !!           . 0.  .           !
 1983.3!      +*                              !!           .  . 0.           !
 1983.4!      *+                              !!           . 0.  .           !
 1984.1!     +    *                           !!           .  .  . 0         !
 1984.2!       * +                            !!           .0 .  .           !
 1984.3!  *    +                              !!         0 .  .  .           !
 1984.4! +  *                                 !!           .  .  0           !
 1985.1!   +  *                               !!           .  .  0           !
 1985.2!     +*                               !!           .  .0 .           !
 1985.3!  *  +                                !!           0  .  .           !
 1985.4!  +  *                                !!           .  .  0           !
 1986.1!    *+                                !!           . 0.  .           !
 1986.2! *  +                                 !!           0  .  .           !
 1986.3! +                                    !!           .  0  .           !
 1986.4!  +                                   !!           .  .0 .           !
 1987.1!   +*                                 !!           .  0  .           !
 1987.2!    *+                                !!           . 0.  .           !
 1987.3!   * +                                !!           .0 .  .           !
 1987.4!   *+                                 !!           . 0.  .           !
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 1988.2!    * +                               !!           0  .  .           !
 1988.3*     +                                !!        0  .  .  .           !
 1988.4!+             *                       !!           .  .  .           0
 1989.1! *            +                       !!0          .  .  .           !
 1989.2!  +*                                  !!           .  .0 .           !
 1989.3! *  +                                 !!           0  .  .           !
 1989.4!  +                                   !!           . 0.  .           !
 1990.1!   +                                  !!           .  0  .           !
 1990.2!    +*                                !!           .  .0 .           !
 1990.3!     *+                               !!           .0 .  .           !
 1990.4!      +*                              !!           .  .0 .           !
 1991.1!        +  *                          !!           .  .  0           !
 1991.2!       *   +                          !!          0.  .  .           !
 1991.3!       *+                             !!           . 0.  .           !
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 1992.1!      * +                             !!           .0 .  .           !
 1992.2!   *   +                              !!          0.  .  .           !
 1992.3!     +  *                             !!           .  .  0           !
 1992.4!     *   +                            !!          0.  .  .           !
 1993.1!      +     *                         !!           .  .  .   0       !
 1993.2!       *     +                        !!        0  .  .  .           !
 1993.3!        + *                           !!           .  . 0.           !
 1993.4!        * +                           !!           0  .  .           !
 1994.1!        +     *                       !!           .  .  .  0        !
 1994.2!         *    +                       !!        0  .  .  .           !
 1994.3!        * +                           !!           .0 .  .           !
 1994.4!        +*                            !!           .  .0 .           !
 1995.1!          +                           !!           .  0  .           !
 1995.2!           +                          !!           .  0  .           !
 1995.3!            +                         !!           .  0  .           !
 1995.4!          *  +                        !!           0  .  .           !
 1996.1!           + *                        !!           .  . 0.           !
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 1996.3!               +                      !!           . 0.  .           !
 1996.4!               +                      !!           .  0  .           !
 1997.1!               +                      !!           . 0.  .           !
 1997.2!               +                      !!           .  0  .           !
 1997.3!             * +                      !!           .0 .  .           !
 1997.4!              +                       !!           .  .0 .           !
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 2000.4!               +*                     !!           .  .0 .           !
 2001.1!                +  *                  !!           .  .  0           !
 2001.2!                 * +                  !!           .0 .  .           !
 2001.3!                 +*                   !!           .  .0 .           !
 2001.4!                  + *                 !!           .  . 0.           !
 2002.1!                   +  *               !!           .  .  0           !
 2002.2!                     +                !!           .  0  .           !
 2002.3!                     +                !!           .  0  .           !
 2002.4!                     + *              !!           .  . 0.           !
 2003.1!                       +*             !!           .  .0 .           !
 2003.2!                        +*            !!           .  .0 .           !
 2003.3!                        *+            !!           . 0.  .           !
 2003.4!                         +*           !!           .  . 0.           !
 2004.1!                          +*          !!           .  .0 .           !
 2004.2!                           +          !!           . 0.  .           !
 2004.3!                           +          !!           .  0  .           !
 2004.4!                           + *        !!           .  . 0.           !
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 2007.2!                                 +    !!           .  0  .           !
 2007.3!                                 *+   !!           . 0.  .           !
 2007.4!                                 +*   !!           .  .0 .           !
 2008.1!                                  +  *!!           .  . 0.           !
 2008.2!                                     +!!           .  0  .           !
 2008.3!                                   * +!!           0  .  .           !
 2008.4!                                 * +  !!           . 0.  .           !
 2009.1!                                 + *  !!           .  .  0           !
 2009.2!                                   +* !!           .  0  .           !
 2009.3!                                    + !!           .  0  .           !
 2009.4!                                    + *!           .  . 0.           !
 2010.1!                                      +!           .  0  .           !
 2010.2!                                     +!!           .  0  .           !
 2010.3!                                   * +!!           .0 .  .           !
 2010.4!                                   +* !!           .  .0 .           !
 2011.1!                                    + !!           .  0  .           !
 2011.2!                                    + !!           .  0  .           !
 2011.3!                                  * + !!           .0 .  .           !
 2011.4!                                  + * !!           .  . 0.           !
 2012.1!                                   +* !!           .  .0 .           !
 2012.2!                                   *+ !!           . 0.  .           !
 2012.3!                                  *+  !!           . 0.  .           !
 2012.4!                                  +*  !!           .  .0 .           !


     18.25 percent of the residuals exceed 1 SE
      3.97 percent of the residuals exceed 2 SE
@@EQ  269 LAARUFR C LARUFR(-1) PRUFR;SMPL 1992.3 2012.4;OLS;EST  269 PLOT=0;EN
@@EQ  270 LAAUEFR C LAUEFR(-1) PUEFR;SMPL 1993.1 2012.4;OLS;EST  270 PLOT=0;EN
@EQ   271 LAAEGFR C LAEGFR(-1) PEGFR;SMPL 1981.3 2012.4;OLS;EST  271 PLOT=0;EN
@EQ   272 LAAISFR C LAISFR(-1) PISFR;SMPL 1966.1 2012.4;OLS;EST  272 PLOT=0;EN
@EQ   273 LAAKEFR C LAKEFR(-1) PKEFR;SMPL 1966.1 2012.4;OLS;EST  273 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBAFR=BAPX$/FRPMM;                                                      
 GENR LAABAFR=LOG(AABAFR+.00001);                                             
 GENR LABAFR=LOG(ABAFR+.00001);                                               
 LHS AABAFR=EXP(LAABAFR)-.00001;                                              
  EQ  274 LAABAFR C LABAFR(-1) PBAFR;                                         
EQUATION 464  LAABAFR  
   RHS     C  LABAFR(-1)  PBAFR  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  464 PLOT=0;END;                                                     

Equation number =  464
**********************

Dependent variable = LAABAFR 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -8.189441953

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.308972915       0.123666347  -2.49844     1.000000
11801 LABAFR  ( -1)       0.920017050       0.021357597  43.07681    -8.206306
11799 PBAFR   (  0)      -0.204604314       0.049522011  -4.13158     1.615448

SE of equation            =     0.231675384
Sum of squared residuals  =  8.53408386       0.104831699E-10
Average absolute error    =     0.165463815
Sum of ABS residuals      =  26.8051381    
R squared                 =   0.97301
Durbin-Watson statistic   =   2.55354
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!             +*                       !!          .   . 0 .          !
 1972.4!             +                        !!          .   0   .          !
 1973.1!            +   *                     !!          .   .   .    0     !
 1973.2!               +                      !!          .  0.   .          !
 1973.3!            * +                       !!         0.   .   .          !
 1973.4!      *    +                          !!   0      .   .   .          !
 1974.1!     +   *                            !!          .   .   .     0    !
 1974.2!         +   *                        !!          .   .   .    0     !
 1974.3!            +                         !!          .   .0  .          !
 1974.4!           + *                        !!          .   .  0.          !
 1975.1!       *   +                          !!     0    .   .   .          !
 1975.2!    *  +                              !!       0  .   .   .          !
 1975.3!    +                                 !!          .   .0  .          !
 1975.4!    + *                               !!          .   .   0          !
 1976.1!     +    *                           !!          .   .   .      0   !
 1976.2!         +*                           !!          .   . 0 .          !
 1976.3!         +   *                        !!          .   .   .  0       !
 1976.4!        *  +                          !!      0   .   .   .          !
 1977.1!       +      *                       !!          .   .   .         0!
 1977.2!         *   +                        !!      0   .   .   .          !
 1977.3!      *  +                            !!         0.   .   .          !
 1977.4!      +  *                            !!          .   .   . 0        !
 1978.1!  *     +                             !0          .   .   .          !
 1978.2!  +  *                                !!          .   .   .   0      !
 1978.3!     + *                              !!          .   .   0          !
 1978.4!    *  +                              !!         0.   .   .          !
 1979.1!     +*                               !!          .   .  0.          !
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 1979.3!    * +                               !!          0   .   .          !
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 1980.3!      +                               !!          .   .0  .          !
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 1981.1!    *   +                             !!      0   .   .   .          !
 1981.2!   * +                                !!          .0  .   .          !
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 1981.4!  *  +                                !!        0 .   .   .          !
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 1982.2!    *   +                             !!      0   .   .   .          !
 1982.3!      +*                              !!          .   .  0.          !
 1982.4!        +*                            !!          .   . 0 .          !
 1983.1!     *    +                           !!   0      .   .   .          !
 1983.2!      +                               !!          .   .0  .          !
 1983.3!       +  *                           !!          .   .   .  0       !
 1983.4!      *   +                           !!    0     .   .   .          !
 1984.1!      +    *                          !!          .   .   .     0    !
 1984.2!         *+                           !!          0   .   .          !
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 1985.2* +                                    !!         0.   .   .          !
 1985.3+  *                                   !!          .   .   .0         !
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 1986.1! *  +                                 !!        0 .   .   .          !
 1986.2!  +                                   !!          .  0.   .          !
 1986.3!   +  *                               !!          .   .   .  0       !
 1986.4!     *  +                             !!        0 .   .   .          !
 1987.1!      *+                              !!          . 0 .   .          !
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 1987.3!          + *                         !!          .   .  0.          !
 1987.4!          *  +                        !!        0 .   .   .          !
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 1988.3!              +                       !!          .   . 0 .          !
 1988.4!             * +                      !!         0.   .   .          !
 1989.1!           *  +                       !!        0 .   .   .          !
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 1991.3!                     +*               !!          .   . 0 .          !
 1991.4!                       + *            !!          .   .   0          !
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 2002.3!                             +        !!          .   0   .          !
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 2003.3!                              +       !!          .   .0  .          !
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 2004.1!                               +      !!          .  0.   .          !
 2004.2!                               +*     !!          .   . 0 .          !
 2004.3!                                +     !!          .   0   .          !
 2004.4!                                +*    !!          .   . 0 .          !
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 2005.2!                                +     !!          .   0   .          !
 2005.3!                                +     !!          . 0 .   .          !
 2005.4!                                +     !!          .   0   .          !
 2006.1!                                +     !!          .   .0  .          !
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 2006.3!                               + *    !!          .   .   0          !
 2006.4!                                 +    !!          .   0   .          !
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 2007.2!                                *+    !!          . 0 .   .          !
 2007.3!                                +*    !!          .   . 0 .          !
 2007.4!                                 +    !!          .   0   .          !
 2008.1!                                 +    !!          .   0   .          !
 2008.2!                                 *+   !!          . 0 .   .          !
 2008.3!                                 +    !!          .   .0  .          !
 2008.4!                                 + *  !!          .   .   0          !
 2009.1!                                   +* !!          .   . 0 .          !
 2009.2!                                    + !!          .   . 0 .          !
 2009.3!                                    + !!          .  0.   .          !
 2009.4!                                    + !!          .   0   .          !
 2010.1!                                  * + !!          0   .   .          !
 2010.2!                                  +*  !!          .   . 0 .          !
 2010.3!                                   +* !!          .   . 0 .          !
 2010.4!                                    +*!!          .   .  0.          !
 2011.1!                                     +!!          .   0   .          !
 2011.2!                                    + *!          .   .  0.          !
 2011.3!                                      +!          .   0   .          !
 2011.4!                                     +!!          .  0.   .          !
 2012.1!                                    *+!!          . 0 .   .          !
 2012.2!                                   +* !!          .   .0  .          !
 2012.3!                                   +* !!          .   .0  .          !
 2012.4!                                    + !!          .   . 0 .          !


     23.46 percent of the residuals exceed 1 SE
      6.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKFR=HKPX$/FRPMM;                                                      
 GENR LAAHKFR=LOG(AAHKFR+.00001);                                             
 GENR LAHKFR=LOG(AHKFR+.00001);                                               
 LHS AAHKFR=EXP(LAAHKFR)-.00001;                                              
  EQ  275 LAAHKFR C LAHKFR(-1) PHKFR;                                         
EQUATION 465  LAAHKFR  
   RHS     C  LAHKFR(-1)  PHKFR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  465 PLOT=0;END;                                                     

Equation number =  465
**********************

Dependent variable = LAAHKFR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.836805176

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.354663559       0.091764184  -3.86495     1.000000
11804 LAHKFR  ( -1)       0.903261614       0.023547395  38.35930    -5.855110
11802 PHKFR   (  0)      -0.104714433       0.029571695  -3.54104     1.847363

SE of equation            =     0.150473971
Sum of squared residuals  =  4.18884693       0.867395045E-11
Average absolute error    =     0.094788693
Sum of ABS residuals      =  17.8202743    
R squared                 =   0.98177
Durbin-Watson statistic   =   2.46507
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!  *+                                  !!            0 . .            !
 1966.2!   +*                                 !!            . . 0            !
 1966.3!    + *                               !!            . . 0            !
 1966.4*      +                               !!   0        . . .            !
 1967.1!+        *                            !!            . . .            0
 1967.2!         *+                           !!            . 0 .            !
 1967.3!          +*                          !!            . . 0            !
 1967.4!          *+                          !!            0 . .            !
 1968.1!         *+                           !!           0. . .            !
 1968.2!         +                            !!            . 0 .            !
 1968.3!         + *                          !!            . . 0            !
 1968.4!           +*                         !!            . . 0            !
 1969.1!           *+                         !!            0 . .            !
 1969.2!          *+                          !!            0 . .            !
 1969.3!          + *                         !!            . . . 0          !
 1969.4!            +                         !!            . .0.            !
 1970.1!            +*                        !!            . .0.            !
 1970.2!            *+                        !!            .0. .            !
 1970.3!            +                         !!            . .0.            !
 1970.4!            +                         !!            .0. .            !
 1971.1!            + *                       !!            . . .0           !
 1971.2!              + *                     !!            . . .0           !
 1971.3!               +                      !!            . 0 .            !
 1971.4!               +*                     !!            . .0.            !
 1972.1!               *+                     !!            .0. .            !
 1972.2!               + *                    !!            . . 0            !
 1972.3!               *+                     !!            0 . .            !
 1972.4!             *+                       !!            0 . .            !
 1973.1!     *       +                        !! 0          . . .            !
 1973.2!     +                                !!            . 0 .            !
 1973.3!      +*                              !!            . .0.            !
 1973.4!    * +                               !!          0 . . .            !
 1974.1!   +   *                              !!            . . .   0        !
 1974.2!      *+                              !!            0 . .            !
 1974.3!     *+                               !!            0 . .            !
 1974.4!     +                                !!            . 0 .            !
 1975.1!       +    *                         !!            . . .     0      !
 1975.2!             +                        !!            .0. .            !
 1975.3!            * +                       !!            0 . .            !
 1975.4!            * +                       !!            0 . .            !
 1976.1!             *+                       !!            .0. .            !
 1976.2!              +*                      !!            . .0.            !
 1976.3!               +                      !!            .0. .            !
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 1977.1!                +                     !!            . .0.            !
 1977.2!                 +                    !!            . .0.            !
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 1977.4!                * +                   !!            0 . .            !
 1978.1!                *+                    !!           0. . .            !
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 1978.3!                 + *                  !!            . . 0            !
 1978.4!                   *+                 !!            .0. .            !
 1979.1!                   +*                 !!            . .0.            !
 1979.2!                     +                !!            . .0.            !
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 1980.1!                        +             !!            . 0 .            !
 1980.2!                        *+            !!            .0. .            !
 1980.3!                        *+            !!            .0. .            !
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 1981.2!                        *+            !!            0 . .            !
 1981.3!                      * +             !!           0. . .            !
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 1984.2!                       +              !!            . 0 .            !
 1984.3!                       +*             !!            . 0 .            !
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 2009.1!                                    *+!!            . 0 .            !
 2009.2!                                    + !!            . 0 .            !
 2009.3!                                    *+!!            .0. .            !
 2009.4!                                   *+ !!            0 . .            !
 2010.1!                                   +* !!            . . 0            !
 2010.2!                                    +*!!            . . 0            !
 2010.3!                                     +*!            . .0.            !
 2010.4!                                    * +!           0. . .            !
 2011.1!                                    +*!!            . .0.            !
 2011.2!                                     +!!            . 0 .            !
 2011.3!                                     +!!            . 0 .            !
 2011.4!                                    *+!!            0 . .            !
 2012.1!                                    + !!            . 0 .            !
 2012.2!                                    + !!            .0. .            !
 2012.3!                                    + !!            . .0.            !
 2012.4!                                    + !!            .0. .            !


     12.23 percent of the residuals exceed 1 SE
      2.66 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIFR=SIPX$/FRPMM;                                                      
 GENR LAASIFR=LOG(AASIFR+.00001);                                             
 GENR LASIFR=LOG(ASIFR+.00001);                                               
 LHS AASIFR=EXP(LAASIFR)-.00001;                                              
  EQ  276 LAASIFR C LASIFR(-1) PSIFR;                                         
EQUATION 466  LAASIFR  
   RHS     C  LASIFR(-1)  PSIFR  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST  466 PLOT=0;END;                                                     

Equation number =  466
**********************

Dependent variable = LAASIFR 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -5.843947469

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.594357129       0.142678717  -4.16570     1.000000
11807 LASIFR  ( -1)       0.834178593       0.036638776  22.76764    -5.859366
11805 PSIFR   (  0)      -0.205594852       0.048562779  -4.23359     1.759930

SE of equation            =     0.169636352
Sum of squared residuals  =  5.03588611      -0.467554884E-10
Average absolute error    =     0.129235873
Sum of ABS residuals      =  23.0039853    
R squared                 =   0.95719
Durbin-Watson statistic   =   2.44738
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3!+                                     !!          .   0   .          !
 1968.4!+*                                    !!          .   .0  .          !
 1969.1! +                                    !!          .   0   .          !
 1969.2! +                                    !!          .   .0  .          !
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 1972.3!  *   +                               !!      0   .   .   .          !
 1972.4!*  +                                  !!        0 .   .   .          !
 1973.1!  +     *                             !!          .   .   .        0 !
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 1983.1!         +                            !!          .  0.   .          !
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 1985.3!       *      +                       !0          .   .   .          !
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 1992.4!                   +    *             !!          .   .   .      0   !
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 1993.3!                 +  *                 !!          .   .   .0         !
 1993.4!                    +*                !!          .   . 0 .          !
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 2002.3!                   * +                !!        0 .   .   .          !
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 2004.4!                          +           !!          .  0.   .          !
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 2005.4!                            +  *      !!          .   .   .  0       !
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 2006.4!                           + *        !!          .   .   .0         !
 2007.1!                             +*       !!          .   . 0 .          !
 2007.2!                             *+       !!          . 0 .   .          !
 2007.3!                             +  *     !!          .   .   . 0        !
 2007.4!                               +      !!          .   0   .          !
 2008.1!                              *+      !!          .0  .   .          !
 2008.2!                             *+       !!          .  0.   .          !
 2008.3!                            *+        !!          .0  .   .          !
 2008.4!                             +        !!          .   . 0 .          !
 2009.1!                             + *      !!          .   .  0.          !
 2009.2!                             * +      !!          0   .   .          !
 2009.3!                             +        !!          .   0   .          !
 2009.4!                             + *      !!          .   .  0.          !
 2010.1!                              *+      !!          . 0 .   .          !
 2010.2!                              +  *    !!          .   .   .  0       !
 2010.3!                                +     *!          .   .   .       0  !
 2010.4!                               *     +!!  0       .   .   .          !
 2011.1!                               +      !!          .   .0  .          !
 2011.2!                               + *    !!          .   .   0          !
 2011.3!                                +*    !!          .   . 0 .          !
 2011.4!                                + *   !!          .   .  0.          !
 2012.1!                                 +    !!          .  0.   .          !
 2012.2!                                + *   !!          .   .   0          !
 2012.3!                                 +*   !!          .   . 0 .          !
 2012.4!                                 +    !!          .   0   .          !


     28.09 percent of the residuals exceed 1 SE
      3.93 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PVIFR=VIPX$/FRPMM;                                                      
 GENR LAAVIFR=LOG(AAVIFR+.00001);                                             
 GENR LAVIFR=LOG(AVIFR+.00001);                                               
 LHS AAVIFR=EXP(LAAVIFR)-.00001;                                              
  EQ  277 LAAVIFR C LAVIFR(-1) PVIFR;                                         
EQUATION 467  LAAVIFR  
   RHS     C  LAVIFR(-1)  PVIFR  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  467 PLOT=0;END;                                                     

Equation number =  467
**********************

Dependent variable = LAAVIFR 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -7.571713601

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.094591799       0.201541983  -0.46934     1.000000
11810 LAVIFR  ( -1)       0.887679294       0.040887418  21.71033    -7.603982
11808 PVIFR   (  0)      -0.599136023       0.260943424  -2.29604     1.213788

SE of equation            =     0.357663722
Sum of squared residuals  =  15.7345706      -0.263433719E-11
Average absolute error    =     0.262599145
Sum of ABS residuals      =  33.0874922    
R squared                 =   0.92599
Durbin-Watson statistic   =   2.45758
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!     * +                              !!          . 0 .   .          !
 1981.4!  *   +                               !!         0.   .   .          !
 1982.1!   +     *                            !!          .   .   .    0     !
 1982.2! *       +                            !!   0      .   .   .          !
 1982.3!  +                                   !!          .  0.   .          !
 1982.4*  +                                   !!         0.   .   .          !
 1983.1!+  *                                  !!          .   .   0          !
 1983.2!    +  *                              !!          .   .   .0         !
 1983.3!     * +                              !!          . 0 .   .          !
 1983.4!      +                               !!          .   .0  .          !
 1984.1!      + *                             !!          .   .  0.          !
 1984.2!        +*                            !!          .   .0  .          !
 1984.3!*       +                             !!   0      .   .   .          !
 1984.4! + *                                  !!          .   .  0.          !
 1985.1! *+                                   !!          . 0 .   .          !
 1985.2! +   *                                !!          .   .   .0         !
 1985.3!    *+                                !!          .  0.   .          !
 1985.4!     +    *                           !!          .   .   .  0       !
 1986.1!          +*                          !!          .   .0  .          !
 1986.2!   *       +                          !!   0      .   .   .          !
 1986.3!     +     *                          !!          .   .   .    0     !
 1986.4!         *  +                         !!         0.   .   .          !
 1987.1!          +                           !!          .   0   .          !
 1987.2!          * +                         !!          .0  .   .          !
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 1987.4!         *   +                        !!        0 .   .   .          !
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 1988.2!        +*                            !!          .   . 0 .          !
 1988.3!     *    +                           !!      0   .   .   .          !
 1988.4!     * +                              !!          .0  .   .          !
 1989.1!      +          *                    !!          .   .   .          0
 1989.2!                 +  *                 !!          .   .  0.          !
 1989.3!                    + *               !!          .   .   0          !
 1989.4!                 *     +              !!       0  .   .   .          !
 1990.1!                 *+                   !!          . 0 .   .          !
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 1990.3!                      +  *            !!          .   .   0          !
 1990.4!                      *   +           !!         0.   .   .          !
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 1991.2!                 *+                   !!          . 0 .   .          !
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 1991.4!                     *+               !!          .  0.   .          !
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 1992.2!                     +*               !!          .   . 0 .          !
 1992.3!                       +*             !!          .   . 0 .          !
 1992.4!                       *+             !!          . 0 .   .          !
 1993.1!                   *    +             !!       0  .   .   .          !
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 1993.4!                     *+               !!          .  0.   .          !
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 1995.4!                      * +             !!          .0  .   .          !
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 1996.3!                     + *              !!          .   . 0 .          !
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 1998.3!                          +           !!          .   0   .          !
 1998.4!                          +*          !!          .   .0  .          !
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 1999.3!                           +*         !!          .   . 0 .          !
 1999.4!                          *+          !!          .0  .   .          !
 2000.1!                         +  *         !!          .   .   0          !
 2000.2!                           +          !!          .   0   .          !
 2000.3!                          +*          !!          .   .0  .          !
 2000.4!                         *+           !!          .  0.   .          !
 2001.1!                         +  *         !!          .   .   0          !
 2001.2!                           +   *      !!          .   .   . 0        !
 2001.3!                             +        !!          .  0.   .          !
 2001.4!                          * +         !!          .0  .   .          !
 2002.1!                         +   *        !!          .   .   .  0       !
 2002.2!                            +         !!          .  0.   .          !
 2002.3!                           +*         !!          .   . 0 .          !
 2002.4!                           +          !!          .  0.   .          !
 2003.1!                           +  *       !!          .   .   0          !
 2003.2!                             +        !!          .  0.   .          !
 2003.3!                            *+        !!          .   0   .          !
 2003.4!                           *+         !!          . 0 .   .          !
 2004.1!                            + *       !!          .   .  0.          !
 2004.2!                            * +       !!          . 0 .   .          !
 2004.3!                            +         !!          .   0   .          !
 2004.4!                            *+        !!          . 0 .   .          !
 2005.1!                            +  *      !!          .   .   0          !
 2005.2!                             * +      !!          .0  .   .          !
 2005.3!                             +*       !!          .   .0  .          !
 2005.4!                            * +       !!          . 0 .   .          !
 2006.1!                             + *      !!          .   .  0.          !
 2006.2!                              *+      !!          . 0 .   .          !
 2006.3!                              +*      !!          .   .0  .          !
 2006.4!                              *+      !!          . 0 .   .          !
 2007.1!                              +*      !!          .   . 0 .          !
 2007.2!                              *+      !!          . 0 .   .          !
 2007.3!                              +*      !!          .   .0  .          !
 2007.4!                              *+      !!          . 0 .   .          !
 2008.1!                              + *     !!          .   . 0 .          !
 2008.2!                             *  +     !!         0.   .   .          !
 2008.3!                              +*      !!          .   .0  .          !
 2008.4!                              *+      !!          .  0.   .          !
 2009.1!                              + *     !!          .   .  0.          !
 2009.2!                              * +     !!          . 0 .   .          !
 2009.3!                              *+      !!          .   0   .          !
 2009.4!                             * +      !!          . 0 .   .          !
 2010.1!                              + *     !!          .   .  0.          !
 2010.2!                               *+     !!          .  0.   .          !
 2010.3!                               +*     !!          .   . 0 .          !
 2010.4!                                +     !!          .   0   .          !
 2011.1!                                + *   !!          .   . 0 .          !
 2011.2!                                 +    !!          .  0.   .          !
 2011.3!                                 + *  !!          .   . 0 .          !
 2011.4!                                  +*  !!          .   .0  .          !
 2012.1!                                   +  !!          .   0   .          !
 2012.2!                                  + * !!          .   . 0 .          !
 2012.3!                                   + *!!          .   . 0 .          !
 2012.4!                                    + *!          .   .  0.          !


     24.60 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
@@EQ  278 LAANIFR C LANIFR(-1) PNIFR;SMPL 1981.3 2012.4;OLS;EST  278 PLOT=0;EN
@@EQ  279 LAAALFR C LAALFR(-1) PALFR;SMPL 1981.3 2012.4;OLS;EST  279 PLOT=0;EN
@@EQ  280 LAAIAFR C LAIAFR(-1) PIAFR;SMPL 1966.1 2012.4;OLS;EST  280 PLOT=0;EN
@@EQ  281 LAAINFR C LAINFR(-1) PINFR;SMPL 1981.3 2012.4;OLS;EST  281 PLOT=0;EN
@@EQ  282 LAAIQFR C LAIQFR(-1) PIQFR;SMPL 1997.3 2012.4;OLS;EST  282 PLOT=0;EN
@@EQ  283 LAAKUFR C LAKUFR(-1) PKUFR;SMPL 1973.3 2012.4;OLS;EST  283 PLOT=0;EN
@@EQ  284 LAALIFR C LALIFR(-1) PLIFR;SMPL 1981.3 2012.4;OLS;EST  284 PLOT=0;EN
@@EQ  285 LAAUAFR C LAUAFR(-1) PUAFR;SMPL 1981.3 2012.4;OLS;EST  285 PLOT=0;EN
@EQ   286 LAAUSGE C LAUSGE(-1) PUSGE;SMPL 1966.1 2012.4;OLS;EST  286 PLOT=0;EN
@EQ   287 LAACAGE C LACAGE(-1) PCAGE;SMPL 1966.1 2012.4;OLS;EST  287 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJAGE=JAPX$/GEPMM;                                                      
 GENR LAAJAGE=LOG(AAJAGE+.00001);                                             
 GENR LAJAGE=LOG(AJAGE+.00001);                                               
 LHS AAJAGE=EXP(LAAJAGE)-.00001;                                              
  EQ  288 LAAJAGE C LAJAGE(-1) PJAGE;                                         
EQUATION 468  LAAJAGE  
   RHS     C  LAJAGE(-1)  PJAGE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  468 PLOT=0;END;                                                     

Equation number =  468
**********************

Dependent variable = LAAJAGE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.608512349

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.102421318       0.045081127  -2.27193     1.000000
11813 LAJAGE  ( -1)       0.969956041       0.016134271  60.11775    -3.613580
11811 PJAGE   (  0)      -0.000777640       0.024180863  -0.03216     1.385834

SE of equation            =     0.084568713
Sum of squared residuals  =  1.32309542      -0.156719082E-11
Average absolute error    =     0.061802083
Sum of ABS residuals      =  11.6187916    
R squared                 =   0.97111
Durbin-Watson statistic   =   2.77517
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1! *+                                   !!          . 0 .   .          !
 1966.2!  +*                                  !!          .   . 0 .          !
 1966.3! * +                                  !!       0  .   .   .          !
 1966.4!  +  *                                !!          .   .   .   0      !
 1967.1!*     +                               !0          .   .   .          !
 1967.2!+ *                                   !!          .   .  0.          !
 1967.3! *+                                   !!          . 0 .   .          !
 1967.4*  +                                   !!      0   .   .   .          !
 1968.1!+*                                    !!          .   . 0 .          !
 1968.2!  +   *                               !!          .   .   .       0  !
 1968.3!  *    +                              !! 0        .   .   .          !
 1968.4!  +*                                  !!          .   .0  .          !
 1969.1!    +                                 !!          .   .0  .          !
 1969.2!     +                                !!          .   .0  .          !
 1969.3!      + *                             !!          .   .   .0         !
 1969.4!      * +                             !!         0.   .   .          !
 1970.1!       +  *                           !!          .   .   .   0      !
 1970.2!          +                           !!          .  0.   .          !
 1970.3!          +  *                        !!          .   .   .0         !
 1970.4!         *   +                        !!     0    .   .   .          !
 1971.1!          + *                         !!          .   .   .0         !
 1971.2!           *+                         !!          . 0 .   .          !
 1971.3!            +                         !!          .   .0  .          !
 1971.4!            *+                        !!          . 0 .   .          !
 1972.1!            +*                        !!          .   . 0 .          !
 1972.2!             +                        !!          .  0.   .          !
 1972.3!              +  *                    !!          .   .   .   0      !
 1972.4!                *+                    !!          . 0 .   .          !
 1973.1!               * +                    !!          0   .   .          !
 1973.2!              * +                     !!          .0  .   .          !
 1973.3!               +                      !!          .   0   .          !
 1973.4!           *   +                      !!    0     .   .   .          !
 1974.1!            +*                        !!          .   .  0.          !
 1974.2!             +*                       !!          .   .  0.          !
 1974.3!               +                      !!          .   .0  .          !
 1974.4!              *+                      !!          . 0 .   .          !
 1975.1!               +  *                   !!          .   .   .    0     !
 1975.2!                   +                  !!          .   0   .          !
 1975.3!                  *+                  !!          . 0 .   .          !
 1975.4!                 *+                   !!          0   .   .          !
 1976.1!                 + *                  !!          .   .   . 0        !
 1976.2!                    +                 !!          .   0   .          !
 1976.3!                    +                 !!          .   .0  .          !
 1976.4!                    + *               !!          .   .   .0         !
 1977.1!                      *+              !!          . 0 .   .          !
 1977.2!                      + *             !!          .   .   .0         !
 1977.3!                        +             !!          .   .0  .          !
 1977.4!                      * +             !!         0.   .   .          !
 1978.1!                      +  *            !!          .   .   .   0      !
 1978.2!                        *+            !!         0.   .   .          !
 1978.3!                        +*            !!          .   .  0.          !
 1978.4!                        *+            !!          . 0 .   .          !
 1979.1!                        + *           !!          .   .  0.          !
 1979.2!                        * +           !!          0   .   .          !
 1979.3!                        +*            !!          .   .  0.          !
 1979.4!                         +*           !!          .   .0  .          !
 1980.1!                          + *         !!          .   .   0          !
 1980.2!                            + *       !!          .   .   . 0        !
 1980.3!                              + *     !!          .   .   . 0        !
 1980.4!                               *+     !!          . 0 .   .          !
 1981.1!                               +      !!          .   0   .          !
 1981.2!                               +      !!          .   0   .          !
 1981.3!                             * +      !!          0   .   .          !
 1981.4!                           * +        !!          0   .   .          !
 1982.1!                           +  *       !!          .   .   . 0        !
 1982.2!                            * +       !!          .0  .   .          !
 1982.3!                            +         !!          .  0.   .          !
 1982.4!                           *+         !!          .0  .   .          !
 1983.1!                           +  *       !!          .   .   .  0       !
 1983.2!                              +       !!          .   .0  .          !
 1983.3!                              +*      !!          .   . 0 .          !
 1983.4!                               +      !!          .   .0  .          !
 1984.1!                               +*     !!          .   .0  .          !
 1984.2!                                +     !!          .   .0  .          !
 1984.3!                                +*    !!          .   . 0 .          !
 1984.4!                                +     !!          .  0.   .          !
 1985.1!                               *+     !!          .  0.   .          !
 1985.2!                               +      !!          .   .0  .          !
 1985.3!                               + *    !!          .   .   .0         !
 1985.4!                                 +*   !!          .   .  0.          !
 1986.1!                                  +*  !!          .   . 0 .          !
 1986.2!                                   +  !!          .   . 0 .          !
 1986.3!                                   +* !!          .   .  0.          !
 1986.4!                                 *  + !!       0  .   .   .          !
 1987.1!                                 +    *!          .   .   .        0 !
 1987.2!                                    * +!        0 .   .   .          !
 1987.3!                                   +* !!          .   .0  .          !
 1987.4!                                  *+  !!          0   .   .          !
 1988.1!                                  +  *!!          .   .   .    0     !
 1988.2!                                     +!!          .   .0  .          !
 1988.3!                                     +!!          .   .0  .          !
 1988.4!                                    *+!!          .0  .   .          !
 1989.1!                                   +* !!          .   . 0 .          !
 1989.2!                                    + !!          .  0.   .          !
 1989.3!                                   + *!!          .   .   0          !
 1989.4!                                    *+!!          .  0.   .          !
 1990.1!                                    + !!          .   0   .          !
 1990.2!                                    + !!          .   .0  .          !
 1990.3!                                    +*!!          .   . 0 .          !
 1990.4!                                    *+!!          .  0.   .          !
 1991.1!                                    +*!!          .   .   0          !
 1991.2!                                     +!!          .   0   .          !
 1991.3!                                     +!!          .  0.   .          !
 1991.4!                                   *+ !!          .0  .   .          !
 1992.1!                                   +* !!          .   .  0.          !
 1992.2!                                    + !!          .   0   .          !
 1992.3!                                    +*!!          .   . 0 .          !
 1992.4!                                *   + !!    0     .   .   .          !
 1993.1!                                +   * !!          .   .   .   0      !
 1993.2!                                 * +  !!        0 .   .   .          !
 1993.3!                                 +    !!          .  0.   .          !
 1993.4!                              * +     !!       0  .   .   .          !
 1994.1!                              +       !!          .   . 0 .          !
 1994.2!                             *+       !!          .0  .   .          !
 1994.3!                             +*       !!          .   . 0 .          !
 1994.4!                              +*      !!          .   .0  .          !
 1995.1!                             *+       !!         0.   .   .          !
 1995.2!                             +*       !!          .   .   0          !
 1995.3!                              +       !!          .   0   .          !
 1995.4!                              +*      !!          .   .0  .          !
 1996.1!                              *+      !!          . 0 .   .          !
 1996.2!                             *+       !!          .  0.   .          !
 1996.3!                             +*       !!          .   .0  .          !
 1996.4!                              +       !!          .   .0  .          !
 1997.1!                              +       !!          .  0.   .          !
 1997.2!                              +*      !!          .   .  0.          !
 1997.3!                              +       !!          .   0   .          !
 1997.4!                              +*      !!          .   .0  .          !
 1998.1!                               +      !!          .   .0  .          !
 1998.2!                               +*     !!          .   . 0 .          !
 1998.3!                               *+     !!          .  0.   .          !
 1998.4!                               +      !!          .  0.   .          !
 1999.1!                              *+      !!          .  0.   .          !
 1999.2!                             *+       !!          .0  .   .          !
 1999.3!                             +        !!          .   .0  .          !
 1999.4!                            *+        !!          .0  .   .          !
 2000.1!                            + *       !!          .   .   . 0        !
 2000.2!                             *+       !!          . 0 .   .          !
 2000.3!                             +        !!          .   0   .          !
 2000.4!                           * +        !!        0 .   .   .          !
 2001.1!                           +          !!          .   0   .          !
 2001.2!                          *+          !!          . 0 .   .          !
 2001.3!                          +           !!          .  0.   .          !
 2001.4!                       *  +           !!       0  .   .   .          !
 2002.1!                       +              !!          .   .0  .          !
 2002.2!                       + *            !!          .   .   0          !
 2002.3!                         +            !!          .   .0  .          !
 2002.4!                         +            !!          . 0 .   .          !
 2003.1!                         +            !!          .   .0  .          !
 2003.2!                         +*           !!          .   .0  .          !
 2003.3!                          +           !!          .   0   .          !
 2003.4!                         *+           !!          .0  .   .          !
 2004.1!                         +*           !!          .   .  0.          !
 2004.2!                          +           !!          .   0   .          !
 2004.3!                          +           !!          . 0 .   .          !
 2004.4!                         *+           !!          . 0 .   .          !
 2005.1!                         +*           !!          .   .0  .          !
 2005.2!                        * +           !!          .0  .   .          !
 2005.3!                        +*            !!          .   .0  .          !
 2005.4!                        *+            !!          .  0.   .          !
 2006.1!                         +            !!          .   0   .          !
 2006.2!                         +            !!          .   . 0 .          !
 2006.3!                          +           !!          .   0   .          !
 2006.4!                         *+           !!          .0  .   .          !
 2007.1!                         +*           !!          .   . 0 .          !
 2007.2!                          +           !!          .   .0  .          !
 2007.3!                          +           !!          .   .0  .          !
 2007.4!                          +           !!          . 0 .   .          !
 2008.1!                          +           !!          .   .0  .          !
 2008.2!                         *+           !!          . 0 .   .          !
 2008.3!                         +            !!          .  0.   .          !
 2008.4!                        *+            !!          0   .   .          !
 2009.1!                     *  +             !!       0  .   .   .          !
 2009.2!                     +*               !!          .   .  0.          !
 2009.3!                      *+              !!          . 0 .   .          !
 2009.4!                     *+               !!          . 0 .   .          !
 2010.1!                     + *              !!          .   .   0          !
 2010.2!                       +              !!          .  0.   .          !
 2010.3!                       +              !!          .   .0  .          !
 2010.4!                      *+              !!          0   .   .          !
 2011.1!                      +*              !!          .   .  0.          !
 2011.2!                       +              !!          .  0.   .          !
 2011.3!                       +*             !!          .   .0  .          !
 2011.4!                      * +             !!         0.   .   .          !
 2012.1!                      +               !!          .   0   .          !
 2012.2!                      +*              !!          .   .0  .          !
 2012.3!                      *+              !!          .0  .   .          !
 2012.4!                   *  +               !!       0  .   .   .          !


     23.94 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
@EQ   289 LAAAUGE C LAAUGE(-1) PAUGE;SMPL 1966.1 2012.4;OLS;EST  289 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRGE=FRPX$/GEPMM;                                                      
 GENR LAAFRGE=LOG(AAFRGE+.00001);                                             
 GENR LAFRGE=LOG(AFRGE+.00001);                                               
 LHS AAFRGE=EXP(LAAFRGE)-.00001;                                              
  EQ  290 LAAFRGE C LAFRGE(-1) PFRGE;                                         
EQUATION 469  LAAFRGE  
   RHS     C  LAFRGE(-1)  PFRGE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  469 PLOT=0;END;                                                     

Equation number =  469
**********************

Dependent variable = LAAFRGE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.266618863

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.363996605       0.087533499  -4.15837     1.000000
11816 LAFRGE  ( -1)       0.834854213       0.040500625  20.61337    -2.267399
11814 PFRGE   (  0)      -0.007977989       0.016571120  -0.48144     1.212644

SE of equation            =     0.045335875
Sum of squared residuals  = 0.380238184      -0.521906962E-10
Average absolute error    =     0.034731316
Sum of ABS residuals      =  6.52948734    
R squared                 =   0.72229
Durbin-Watson statistic   =   2.36369
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!           *+                         !!          .  0.   .          !
 1966.2!           *+                         !!          . 0 .   .          !
 1966.3!            *+                        !!          . 0 .   .          !
 1966.4!         *   +                        !!         0.   .   .          !
 1967.1!         * +                          !!          .0  .   .          !
 1967.2!      *    +                          !!        0 .   .   .          !
 1967.3!         +                            !!          .   0   .          !
 1967.4!    *      +                          !!     0    .   .   .          !
 1968.1!      *+                              !!          . 0 .   .          !
 1968.2*        +                             !!  0       .   .   .          !
 1968.3!   +        *                         !!          .   .   .        0 !
 1968.4!           * +                        !!          .0  .   .          !
 1969.1!             +                        !!          .   .0  .          !
 1969.2!               +    *                 !!          .   .   .  0       !
 1969.3!                  * +                 !!          . 0 .   .          !
 1969.4!                   +  *               !!          .   .   0          !
 1970.1!                      +          *    !!          .   .   .          0
 1970.2!                               + *    !!          .   . 0 .          !
 1970.3!                               +*     !!          .   .0  .          !
 1970.4!                       *      +       !!     0    .   .   .          !
 1971.1!                       +       *      !!          .   .   .     0    !
 1971.2!                             +   *    !!          .   .   .0         !
 1971.3!                               +  *   !!          .   .  0.          !
 1971.4!                             *  +     !!          0   .   .          !
 1972.1!                            +   *     !!          .   .   . 0        !
 1972.2!                              +      *!!          .   .   .   0      !
 1972.3!                                  +   *!          .   .   .0         !
 1972.4!                                   + *!!          .   . 0 .          !
 1973.1!                                   +  !!          .   0   .          !
 1973.2!                           *     +    !!       0  .   .   .          !
 1973.3!                          +           !!          .   0   .          !
 1973.4!               *          +           !!0         .   .   .          !
 1974.1!                +         *           !!          .   .   .        0 !
 1974.2!                         +    *       !!          .   .   .  0       !
 1974.3!                           * +        !!          . 0 .   .          !
 1974.4!                          + *         !!          .   . 0 .          !
 1975.1!                           +   *      !!          .   .   . 0        !
 1975.2!                        *     +       !!      0   .   .   .          !
 1975.3!                       +    *         !!          .   .   . 0        !
 1975.4!                      *    +          !!        0 .   .   .          !
 1976.1!                      +*              !!          .   .0  .          !
 1976.2!                       +              !!          .   0   .          !
 1976.3!                      +               !!          .   0   .          !
 1976.4!                      +   *           !!          .   .   .0         !
 1977.1!                         +            !!          .  0.   .          !
 1977.2!                       *+             !!          . 0 .   .          !
 1977.3!                       + *            !!          .   .  0.          !
 1977.4!                        +             !!          .   0   .          !
 1978.1!                        +      *      !!          .   .   .    0     !
 1978.2!                          *  +        !!         0.   .   .          !
 1978.3!                        *+            !!          . 0 .   .          !
 1978.4!                        +             !!          .   0   .          !
 1979.1!                       +    *         !!          .   .   .  0       !
 1979.2!                           +  *       !!          .   .   0          !
 1979.3!                             +        !!          .   .0  .          !
 1979.4!                           *+         !!          .  0.   .          !
 1980.1!                        * +           !!          0   .   .          !
 1980.2!                       + *            !!          .   . 0 .          !
 1980.3!                         +*           !!          .   .0  .          !
 1980.4!                        *+            !!          .  0.   .          !
 1981.1!                    *   +             !!        0 .   .   .          !
 1981.2!                   *+                 !!          . 0 .   .          !
 1981.3!                   +   *              !!          .   .   .0         !
 1981.4!                    *  +              !!          0   .   .          !
 1982.1!                    +                 !!          .   0   .          !
 1982.2!                  *  +                !!          .0  .   .          !
 1982.3!                   +  *               !!          .   .   0          !
 1982.4!                   *  +               !!          .0  .   .          !
 1983.1!                   *+                 !!          .  0.   .          !
 1983.2!                    +  *              !!          .   .   .0         !
 1983.3!                       +              !!          .   0   .          !
 1983.4!                      *+              !!          .  0.   .          !
 1984.1!                      +               !!          .  0.   .          !
 1984.2!                     *+               !!          .  0.   .          !
 1984.3!                     *+               !!          .  0.   .          !
 1984.4!                    *+                !!          . 0 .   .          !
 1985.1!                    + *               !!          .   .  0.          !
 1985.2!                     *+               !!          . 0 .   .          !
 1985.3!                     +  *             !!          .   .   0          !
 1985.4!                    *   +             !!          0   .   .          !
 1986.1!                   * +                !!          .0  .   .          !
 1986.2!                  *+                  !!          . 0 .   .          !
 1986.3!                  +  *                !!          .   .   0          !
 1986.4!                   * +                !!          0   .   .          !
 1987.1!                   + *                !!          .   . 0 .          !
 1987.2!                     +                !!          .   0   .          !
 1987.3!                     +*               !!          .   .0  .          !
 1987.4!                     *+               !!          .0  .   .          !
 1988.1!                     + *              !!          .   .  0.          !
 1988.2!                    *  +              !!          0   .   .          !
 1988.3!                    +  *              !!          .   .   0          !
 1988.4!                      *+              !!          . 0 .   .          !
 1989.1!                      +               !!          .   .0  .          !
 1989.2!                       +              !!          .   .0  .          !
 1989.3!                       +              !!          .  0.   .          !
 1989.4!                       +*             !!          .   . 0 .          !
 1990.1!                        +*            !!          .   . 0 .          !
 1990.2!                   *     +            !!       0  .   .   .          !
 1990.3!                    +   *             !!          .   .   . 0        !
 1990.4!                     *  +             !!          0   .   .          !
 1991.1!                     +*               !!          .   .0  .          !
 1991.2!                      + *             !!          .   .  0.          !
 1991.3!                        +  *          !!          .   .   0          !
 1991.4!                       *  +           !!          0   .   .          !
 1992.1!                      *+              !!          .  0.   .          !
 1992.2!                      +*              !!          .   .0  .          !
 1992.3!                    *  +              !!          .0  .   .          !
 1992.4!                  *  +                !!          0   .   .          !
 1993.1!              *   +                   !!        0 .   .   .          !
 1993.2!                +*                    !!          .   .0  .          !
 1993.3!                  +                   !!          .   .0  .          !
 1993.4!                *  +                  !!          .0  .   .          !
 1994.1!               * +                    !!          .0  .   .          !
 1994.2!                +    *                !!          .   .   . 0        !
 1994.3!                     +                !!          .   0   .          !
 1994.4!                     +                !!          .  0.   .          !
 1995.1!                     +  *             !!          .   .   0          !
 1995.2!                        +*            !!          .   .0  .          !
 1995.3!                        +*            !!          .   .0  .          !
 1995.4!                      * +             !!          .0  .   .          !
 1996.1!                      +   *           !!          .   .   .0         !
 1996.2!                        *+            !!          .  0.   .          !
 1996.3!                        +*            !!          .   .0  .          !
 1996.4!                      * +             !!          .0  .   .          !
 1997.1!                      + *             !!          .   . 0 .          !
 1997.2!                      * +             !!          . 0 .   .          !
 1997.3!                       +*             !!          .   . 0 .          !
 1997.4!                    *   +             !!         0.   .   .          !
 1998.1!                     + *              !!          .   .   0          !
 1998.2!                      *+              !!          . 0 .   .          !
 1998.3!                      +   *           !!          .   .   . 0        !
 1998.4!                          + *         !!          .   .  0.          !
 1999.1!                           + *        !!          .   .  0.          !
 1999.2!                            +  *      !!          .   .   0          !
 1999.3!                             *+       !!          . 0 .   .          !
 1999.4!                         *  +         !!          0   .   .          !
 2000.1!                       *+             !!          . 0 .   .          !
 2000.2!                       +*             !!          .   . 0 .          !
 2000.3!                        +             !!          .   0   .          !
 2000.4!                        + *           !!          .   . 0 .          !
 2001.1!                         +  *         !!          .   .   0          !
 2001.2!                           +*         !!          .   .0  .          !
 2001.3!                           +   *      !!          .   .   .0         !
 2001.4!                            * +       !!          . 0 .   .          !
 2002.1!                            +  *      !!          .   .   0          !
 2002.2!                              +*      !!          .   . 0 .          !
 2002.3!                              +       !!          .   0   .          !
 2002.4!                           * +        !!          .0  .   .          !
 2003.1!                          + *         !!          .   .  0.          !
 2003.2!                           +          !!          .  0.   .          !
 2003.3!                          +  *        !!          .   .  0.          !
 2003.4!                        *   +         !!         0.   .   .          !
 2004.1!                        +             !!          .   0   .          !
 2004.2!                        +  *          !!          .   .   0          !
 2004.3!                       *  +           !!         0.   .   .          !
 2004.4!                    *  +              !!          0   .   .          !
 2005.1!                  *  +                !!          .0  .   .          !
 2005.2!                   +*                 !!          .   .0  .          !
 2005.3!                   *+                 !!          .  0.   .          !
 2005.4!                    +                 !!          .   0   .          !
 2006.1!                    *+                !!          .  0.   .          !
 2006.2!                  * +                 !!          .0  .   .          !
 2006.3!                   + *                !!          .   . 0 .          !
 2006.4!                  *  +                !!          0   .   .          !
 2007.1!                 * +                  !!          .0  .   .          !
 2007.2!                  +                   !!          .   0   .          !
 2007.3!                 * +                  !!          . 0 .   .          !
 2007.4!            *     +                   !!      0   .   .   .          !
 2008.1!              + *                     !!          .   .  0.          !
 2008.2!              *  +                    !!         0.   .   .          !
 2008.3!               +                      !!          .   0   .          !
 2008.4!               * +                    !!          . 0 .   .          !
 2009.1!                +    *                !!          .   .   . 0        !
 2009.2!                   * +                !!          . 0 .   .          !
 2009.3!                 *  +                 !!          0   .   .          !
 2009.4!            *     +                   !!     0    .   .   .          !
 2010.1!              + *                     !!          .   . 0 .          !
 2010.2!                 +  *                 !!          .   .   0          !
 2010.3!                   *+                 !!          . 0 .   .          !
 2010.4!                  * +                 !!          . 0 .   .          !
 2011.1!                   + *                !!          .   . 0 .          !
 2011.2!                   * +                !!          .0  .   .          !
 2011.3!                 *  +                 !!          .0  .   .          !
 2011.4!                  +*                  !!          .   .0  .          !
 2012.1!                    + *               !!          .   . 0 .          !
 2012.2!                  *   +               !!        0 .   .   .          !
 2012.3!                   +     *            !!          .   .   .   0      !
 2012.4!                     *  +             !!         0.   .   .          !


     26.06 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITGE=ITPX$/GEPMM;                                                      
 GENR LAAITGE=LOG(AAITGE+.00001);                                             
 GENR LAITGE=LOG(AITGE+.00001);                                               
 LHS AAITGE=EXP(LAAITGE)-.00001;                                              
  EQ  291 LAAITGE C LAITGE(-1) PITGE;                                         
EQUATION 470  LAAITGE  
   RHS     C  LAITGE(-1)  PITGE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  470 PLOT=0;END;                                                     

Equation number =  470
**********************

Dependent variable = LAAITGE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.198225831

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.002569184       0.035090896  -0.07322     1.000000
11819 LAITGE  ( -1)       0.945390577       0.029389202  32.16796    -2.195055
11817 PITGE   (  0)      -0.135493468       0.081021707  -1.67231     0.889136

SE of equation            =     0.056039819
Sum of squared residuals  = 0.580985348       0.948596757E-11
Average absolute error    =     0.040518904
Sum of ABS residuals      =  7.61755387    
R squared                 =   0.96321
Durbin-Watson statistic   =   2.57964
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                         +            !!          .  0.   .          !
 1966.2!                        +  *          !!          .   .   .0         !
 1966.3!                          +           !!          .  0.   .          !
 1966.4!                         +*           !!          .   . 0 .          !
 1967.1!                         +            !!          .   0   .          !
 1967.2!                         +            !!          .   .0  .          !
 1967.3!                       * +            !!          .0  .   .          !
 1967.4!                       + *            !!          .   .   .0         !
 1968.1!                         +            !!          .   .0  .          !
 1968.2!                        +  *          !!          .   .   .0         !
 1968.3!                          +           !!          .   0   .          !
 1968.4!                          +    *      !!          .   .   .     0    !
 1969.1!                             *+       !!          .  0.   .          !
 1969.2!                             +        !!          .   .0  .          !
 1969.3!                            +         !!          .  0.   .          !
 1969.4!                          *+          !!          . 0 .   .          !
 1970.1!                          +     *     !!          .   .   .      0   !
 1970.2!                                +*    !!          .   .  0.          !
 1970.3!                                 + *  !!          .   .   0          !
 1970.4!                             *    +   !!    0     .   .   .          !
 1971.1!                             +   *    !!          .   .   .   0      !
 1971.2!                                 +    !!          .   0   .          !
 1971.3!                                + *   !!          .   .   0          !
 1971.4!                                 *+   !!          .0  .   .          !
 1972.1!                                +  *  !!          .   .   .0         !
 1972.2!                                  +*  !!          .   .0  .          !
 1972.3!                                  + * !!          .   .   0          !
 1972.4!                                   *+ !!          .  0.   .          !
 1973.1!                           *       +  !0          .   .   .          !
 1973.2!                           +   *      !!          .   .   .  0       !
 1973.3!                             * +      !!          .0  .   .          !
 1973.4!                          *  +        !!         0.   .   .          !
 1974.1!                          +  *        !!          .   .   .  0       !
 1974.2!                          *  +        !!        0 .   .   .          !
 1974.3!                          +           !!          .   . 0 .          !
 1974.4!                          + *         !!          .   .  0.          !
 1975.1!                            +         !!          .   0   .          !
 1975.2!                            +*        !!          .   .0  .          !
 1975.3!                            +  *      !!          .   .   . 0        !
 1975.4!                               +*     !!          .   . 0 .          !
 1976.1!                             *  +     !!        0 .   .   .          !
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 1976.3!                            *+        !!          . 0 .   .          !
 1976.4!                            +*        !!          .   . 0 .          !
 1977.1!                            *+        !!          .   0   .          !
 1977.2!                            + *       !!          .   .   0          !
 1977.3!                          *   +       !!       0  .   .   .          !
 1977.4!                          +     *     !!          .   .   .      0   !
 1978.1!                               *+     !!          . 0 .   .          !
 1978.2!                               + *    !!          .   .   0          !
 1978.3!                               * +    !!          .0  .   .          !
 1978.4!                                +     *!          .   .   .       0  !
 1979.1!                                     *+!          .  0.   .          !
 1979.2!                                 *   +!!       0  .   .   .          !
 1979.3!                                *+    !!          . 0 .   .          !
 1979.4!                                +*    !!          .   . 0 .          !
 1980.1!                                *+    !!          . 0 .   .          !
 1980.2!                              * +     !!          . 0 .   .          !
 1980.3!                             *+       !!          .0  .   .          !
 1980.4!                            *+        !!          .  0.   .          !
 1981.1!                        *    +        !!     0    .   .   .          !
 1981.2!                        +*            !!          .   .  0.          !
 1981.3!                         +*           !!          .   .0  .          !
 1981.4!                         *+           !!          . 0 .   .          !
 1982.1!                         + *          !!          .   .   0          !
 1982.2!                           +*         !!          .   0   .          !
 1982.3!                          * +         !!          .0  .   .          !
 1982.4!                       *  +           !!       0  .   .   .          !
 1983.1!                       +   *          !!          .   .   .   0      !
 1983.2!                           +          !!          .  0.   .          !
 1983.3!                           +          !!          .  0.   .          !
 1983.4!                           + *        !!          .   .   0          !
 1984.1!                           * +        !!          .0  .   .          !
 1984.2!                         * +          !!          0   .   .          !
 1984.3!                          + *         !!          .   .   0          !
 1984.4!                            +*        !!          .   . 0 .          !
 1985.1!                           * +        !!          0   .   .          !
 1985.2!                           +          !!          .  0.   .          !
 1985.3!                           +*         !!          .   . 0 .          !
 1985.4!                            +  *      !!          .   .   . 0        !
 1986.1!                             * +      !!          .0  .   .          !
 1986.2!                             +        !!          .   0   .          !
 1986.3!                             +        !!          .   .0  .          !
 1986.4!                             +        !!          .   .0  .          !
 1987.1!                             +        !!          .   0   .          !
 1987.2!                             +*       !!          .   .0  .          !
 1987.3!                             +*       !!          .   0   .          !
 1987.4!                            *+        !!          .0  .   .          !
 1988.1!                           +*         !!          .   0   .          !
 1988.2!                           +   *      !!          .   .   .  0       !
 1988.3!                           *   +      !!       0  .   .   .          !
 1988.4!                           +          !!          .  0.   .          !
 1989.1!                           +          !!          .   . 0 .          !
 1989.2!                           +*         !!          .   .0  .          !
 1989.3!                           *+         !!          . 0 .   .          !
 1989.4!                          +           !!          .  0.   .          !
 1990.1!                         + *          !!          .   .  0.          !
 1990.2!                          + *         !!          .   .   0          !
 1990.3!                         *  +         !!         0.   .   .          !
 1990.4!                         +  *         !!          .   .   . 0        !
 1991.1!                           *+         !!          . 0 .   .          !
 1991.2!                           +          !!          .   0   .          !
 1991.3!                          +           !!          .  0.   .          !
 1991.4!                          +*          !!          .   . 0 .          !
 1992.1!                         *+           !!          .0  .   .          !
 1992.2!                         +            !!          .   .0  .          !
 1992.3!                         +*           !!          .   .0  .          !
 1992.4!                          +*          !!          .   .   0          !
 1993.1!                           +          !!          .  0.   .          !
 1993.2!                           +          !!          .   0   .          !
 1993.3!                           +          !!          .   0   .          !
 1993.4!                           +   *      !!          .   .   .  0       !
 1994.1!                             * +      !!          .0  .   .          !
 1994.2!                            *+        !!          . 0 .   .          !
 1994.3!                            +*        !!          .   .   0          !
 1994.4!                             +        !!          .  0.   .          !
 1995.1!                             +        !!          .   .0  .          !
 1995.2!                              +*      !!          .   .  0.          !
 1995.3!                              *+      !!          .0  .   .          !
 1995.4!                            *+        !!          .0  .   .          !
 1996.1!                           +*         !!          .   .0  .          !
 1996.2!                           +          !!          .   0   .          !
 1996.3!                          *+          !!          . 0 .   .          !
 1996.4!                          +           !!          .   .0  .          !
 1997.1!                       *  +           !!         0.   .   .          !
 1997.2!                       +*             !!          .   . 0 .          !
 1997.3!                       *+             !!          .  0.   .          !
 1997.4!                      *+              !!          . 0 .   .          !
 1998.1!                      +               !!          .  0.   .          !
 1998.2!                     +*               !!          .   .0  .          !
 1998.3!                     +                !!          .  0.   .          !
 1998.4!                     +                !!          .   0   .          !
 1999.1!                    +                 !!          .   0   .          !
 1999.2!                   *+                 !!          . 0 .   .          !
 1999.3!                  *+                  !!          .0  .   .          !
 1999.4!                  +*                  !!          .   . 0 .          !
 2000.1!               *   +                  !!       0  .   .   .          !
 2000.2!                +*                    !!          .   .  0.          !
 2000.3!                 +                    !!          .  0.   .          !
 2000.4!                 +                    !!          .   0   .          !
 2001.1!                *+                    !!          . 0 .   .          !
 2001.2!                +                     !!          .  0.   .          !
 2001.3!               *+                     !!          . 0 .   .          !
 2001.4!              *+                      !!          .  0.   .          !
 2002.1!             * +                      !!          .0  .   .          !
 2002.2!             +                        !!          .  0.   .          !
 2002.3!            *+                        !!          . 0 .   .          !
 2002.4!            +*                        !!          .   .0  .          !
 2003.1!             +                        !!          .  0.   .          !
 2003.2!           *+                         !!          .0  .   .          !
 2003.3!           +                          !!          .   0   .          !
 2003.4!           +*                         !!          .   . 0 .          !
 2004.1!            +                         !!          .   0   .          !
 2004.2!          * +                         !!          .0  .   .          !
 2004.3!         *+                           !!          .0  .   .          !
 2004.4!        *+                            !!          . 0 .   .          !
 2005.1!        +*                            !!          .   . 0 .          !
 2005.2!        *+                            !!          .  0.   .          !
 2005.3!      * +                             !!          0   .   .          !
 2005.4!     * +                              !!          .0  .   .          !
 2006.1!     + *                              !!          .   .  0.          !
 2006.2!     * +                              !!          .0  .   .          !
 2006.3!     +*                               !!          .   0   .          !
 2006.4!      +                               !!          .   0   .          !
 2007.1!      +                               !!          .   .0  .          !
 2007.2!     *+                               !!          .  0.   .          !
 2007.3!     +                                !!          .  0.   .          !
 2007.4!    *+                                !!          .  0.   .          !
 2008.1! *  +                                 !!         0.   .   .          !
 2008.2! +*                                   !!          .   .  0.          !
 2008.3! *+                                   !!          . 0 .   .          !
 2008.4! +*                                   !!          .   .0  .          !
 2009.1! *+                                   !!          .  0.   .          !
 2009.2* +                                    !!          0   .   .          !
 2009.3+                                      !!          .   0   .          !
 2009.4+*                                     !!          .   .0  .          !
 2010.1!+*                                    !!          .   . 0 .          !
 2010.2!*+                                    !!          .  0.   .          !
 2010.3!+                                     !!          .  0.   .          !
 2010.4!+                                     !!          .   .0  .          !
 2011.1! + *                                  !!          .   .   0          !
 2011.2!   +   *                              !!          .   .   .  0       !
 2011.3!      *+                              !!          .0  .   .          !
 2011.4!      +                               !!          .   0   .          !
 2012.1!       +                              !!          .   0   .          !
 2012.2!     * +                              !!          0   .   .          !
 2012.3!    * +                               !!          .0  .   .          !
 2012.4!     +                                !!          .   .0  .          !


     22.34 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEGE=NEPX$/GEPMM;                                                      
 GENR LAANEGE=LOG(AANEGE+.00001);                                             
 GENR LANEGE=LOG(ANEGE+.00001);                                               
 LHS AANEGE=EXP(LAANEGE)-.00001;                                              
  EQ  292 LAANEGE C LANEGE(-1) PNEGE;                                         
EQUATION 471  LAANEGE  
   RHS     C  LANEGE(-1)  PNEGE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  471 PLOT=0;END;                                                     

Equation number =  471
**********************

Dependent variable = LAANEGE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.046355971

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.076305346       0.044777236  -1.70411     1.000000
11822 LANEGE  ( -1)       0.960955239       0.022105282  43.47175    -2.049796
11820 PNEGE   (  0)      -0.000249361       0.028083275  -0.00888     1.157888

SE of equation            =     0.048025419
Sum of squared residuals  = 0.426691556       0.161359814E-10
Average absolute error    =     0.031545217
Sum of ABS residuals      =  5.93050089    
R squared                 =   0.92268
Durbin-Watson statistic   =   2.44747
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*    +                                 !!        0  .  .  .           !
 1966.2!+   *                                 !!           .  .  . 0         !
 1966.3!    *+                                !!           . 0.  .           !
 1966.4!   * +                                !!           0  .  .           !
 1967.1!   +  *                               !!           .  .  .0          !
 1967.2!       +*                             !!           .  .0 .           !
 1967.3!       *+                             !!           .0 .  .           !
 1967.4!       +                              !!           . 0.  .           !
 1968.1!       +*                             !!           .  .0 .           !
 1968.2!        +                             !!           . 0.  .           !
 1968.3!         +*                           !!           .  . 0.           !
 1968.4!           +*                         !!           .  .0 .           !
 1969.1!            +                         !!           . 0.  .           !
 1969.2!            +                         !!           .  0  .           !
 1969.3!            +  *                      !!           .  .  0           !
 1969.4!                +*                    !!           .  .0 .           !
 1970.1!                 +        *           !!           .  .  .       0   !
 1970.2!                         *+           !!           .0 .  .           !
 1970.3!                         +*           !!           .  .0 .           !
 1970.4!                 *        +           !!    0      .  .  .           !
 1971.1!                  +           *       !!           .  .  .           0
 1971.2!                          *   +       !!          0.  .  .           !
 1971.3!                          +           !!           .  0  .           !
 1971.4!                      *   +           !!         0 .  .  .           !
 1972.1!                      +         *     !!           .  .  .        0  !
 1972.2!                           *    +     !!         0 .  .  .           !
 1972.3!                           +  *       !!           .  .  0           !
 1972.4!                            * +       !!           0  .  .           !
 1973.1!                           +          !!           .  0  .           !
 1973.2!                         * +          !!           .0 .  .           !
 1973.3!                       * +            !!           0  .  .           !
 1973.4!                       +              !!           . 0.  .           !
 1974.1!                       + *            !!           .  .  0           !
 1974.2!                        *+            !!           . 0.  .           !
 1974.3!                        + *           !!           .  . 0.           !
 1974.4!                         *+           !!           . 0.  .           !
 1975.1!                      *  +            !!         0 .  .  .           !
 1975.2!                      +  *            !!           .  .  0           !
 1975.3!                         +  *         !!           .  .  .0          !
 1975.4!                            + *       !!           .  . 0.           !
 1976.1!                          *   +       !!         0 .  .  .           !
 1976.2!                        *+            !!           .0 .  .           !
 1976.3!                        +             !!           .  .0 .           !
 1976.4!                      * +             !!           .0 .  .           !
 1977.1!                     * +              !!           . 0.  .           !
 1977.2!                    * +               !!           . 0.  .           !
 1977.3!                     +*               !!           .  .0 .           !
 1977.4!                     *+               !!           . 0.  .           !
 1978.1!                     +  *             !!           .  .  0           !
 1978.2!                       *+             !!           . 0.  .           !
 1978.3!                      *+              !!           . 0.  .           !
 1978.4!                   *  +               !!          0.  .  .           !
 1979.1!                   +   *              !!           .  .  . 0         !
 1979.2!                       +*             !!           .  0  .           !
 1979.3!                      * +             !!           . 0.  .           !
 1979.4!                     * +              !!           .0 .  .           !
 1980.1!                     +*               !!           .  0  .           !
 1980.2!                      +               !!           .  0  .           !
 1980.3!                      +*              !!           .  . 0.           !
 1980.4!                       +              !!           .  0  .           !
 1981.1!                     * +              !!           0  .  .           !
 1981.2!                     +                !!           . 0.  .           !
 1981.3!                     +*               !!           .  .0 .           !
 1981.4!                     *+               !!           . 0.  .           !
 1982.1!                     +*               !!           .  . 0.           !
 1982.2!                      +               !!           . 0.  .           !
 1982.3!                      +               !!           .  0  .           !
 1982.4!                      +               !!           .  0  .           !
 1983.1!                      +               !!           .  0  .           !
 1983.2!                      + *             !!           .  . 0.           !
 1983.3!                        +             !!           .  0  .           !
 1983.4!                       *+             !!           . 0.  .           !
 1984.1!                      *+              !!           .  0  .           !
 1984.2!                       +              !!           .  0  .           !
 1984.3!                       +*             !!           .  .0 .           !
 1984.4!                      * +             !!           .0 .  .           !
 1985.1!                      +  *            !!           .  .  0           !
 1985.2!                      *  +            !!           0  .  .           !
 1985.3!                      + *             !!           .  . 0.           !
 1985.4!                      * +             !!           0  .  .           !
 1986.1!                  *   +               !!         0 .  .  .           !
 1986.2!                  +*                  !!           .  .0 .           !
 1986.3!                *  +                  !!           0  .  .           !
 1986.4!             *   +                    !!         0 .  .  .           !
 1987.1!             +*                       !!           .  .0 .           !
 1987.2!             * +                      !!           .0 .  .           !
 1987.3!             +*                       !!           .  .0 .           !
 1987.4!              *+                      !!           . 0.  .           !
 1988.1!              +                       !!           .  0  .           !
 1988.2!             *+                       !!           .0 .  .           !
 1988.3!             +*                       !!           .  .0 .           !
 1988.4!             *+                       !!           .0 .  .           !
 1989.1!            *+                        !!           .0 .  .           !
 1989.2!            +*                        !!           .  .0 .           !
 1989.3!           *  +                       !!           0  .  .           !
 1989.4!            +                         !!           .  0  .           !
 1990.1!          * +                         !!           .0 .  .           !
 1990.2!           +                          !!           .  0  .           !
 1990.3!            +                         !!           .  .0 .           !
 1990.4!          *  +                        !!           0  .  .           !
 1991.1!           +                          !!           .  0  .           !
 1991.2!          *+                          !!           . 0.  .           !
 1991.3!          *+                          !!           .  0  .           !
 1991.4!          *+                          !!           . 0.  .           !
 1992.1!         * +                          !!           .0 .  .           !
 1992.2!         *+                           !!           .0 .  .           !
 1992.3!         +                            !!           .  0  .           !
 1992.4!        * +                           !!           .0 .  .           !
 1993.1!         +                            !!           .  0  .           !
 1993.2!          +*                          !!           .  . 0.           !
 1993.3!           *+                         !!           . 0.  .           !
 1993.4!        *   +                         !!          0.  .  .           !
 1994.1!         +*                           !!           .  .0 .           !
 1994.2!        *  +                          !!           0  .  .           !
 1994.3!       * +                            !!           0  .  .           !
 1994.4!    *  +                              !!          0.  .  .           !
 1995.1!    *+                                !!           . 0.  .           !
 1995.2!    *+                                !!           .0 .  .           !
 1995.3!   *+                                 !!           .0 .  .           !
 1995.4!  * +                                 !!           0  .  .           !
 1996.1!  +*                                  !!           .  .0 .           !
 1996.2! *  +                                 !!           0  .  .           !
 1996.3!  + *                                 !!           .  . 0.           !
 1996.4!     +                                !!           .  .0 .           !
 1997.1!      +       *                       !!           .  .  .      0    !
 1997.2!           *   +                      !!          0.  .  .           !
 1997.3!            +                         !!           .  .0 .           !
 1997.4!          *  +                        !!          0.  .  .           !
 1998.1!         *+                           !!           .0 .  .           !
 1998.2!     *    +                           !!        0  .  .  .           !
 1998.3!      +*                              !!           .  . 0.           !
 1998.4!        + *                           !!           .  . 0.           !
 1999.1!          +          *                !!           .  .  .          0!
 1999.2!                      +*              !!           .  .0 .           !
 1999.3!                       +  *           !!           .  .  0           !
 1999.4!                         *+           !!           . 0.  .           !
 2000.1!                        *+            !!           . 0.  .           !
 2000.2!                        + *           !!           .  .  0           !
 2000.3!                          + *         !!           .  . 0.           !
 2000.4!                           +          !!           . 0.  .           !
 2001.1!                        *  +          !!           0  .  .           !
 2001.2!                        +   *         !!           .  .  . 0         !
 2001.3!                            +         !!           .  0  .           !
 2001.4!                          * +         !!           .0 .  .           !
 2002.1!                          +           !!           .  0  .           !
 2002.2!                          +           !!           .  0  .           !
 2002.3!                          +*          !!           .  . 0.           !
 2002.4!                         * +          !!           0  .  .           !
 2003.1!                         +            !!           .  0  .           !
 2003.2!                        *+            !!           . 0.  .           !
 2003.3!                        +*            !!           .  .0 .           !
 2003.4!                        *+            !!           .  0  .           !
 2004.1!                        +*            !!           .  0  .           !
 2004.2!                        *+            !!           .  0  .           !
 2004.3!                        + *           !!           .  . 0.           !
 2004.4!                         *+           !!           . 0.  .           !
 2005.1!                         +*           !!           .  .0 .           !
 2005.2!                          +*          !!           .  .0 .           !
 2005.3!                          + *         !!           .  . 0.           !
 2005.4!                            +         !!           .  0  .           !
 2006.1!                            +*        !!           .  .0 .           !
 2006.2!                            +         !!           .  0  .           !
 2006.3!                            +         !!           .  0  .           !
 2006.4!                            +         !!           .  .0 .           !
 2007.1!                           *+         !!           .0 .  .           !
 2007.2!                           +          !!           .  0  .           !
 2007.3!                           +          !!           .  0  .           !
 2007.4!                           +*         !!           .  0  .           !
 2008.1!                           +          !!           . 0.  .           !
 2008.2!                           +*         !!           .  .0 .           !
 2008.3!                           +  *       !!           .  .  .0          !
 2008.4!                              + *     !!           .  . 0.           !
 2009.1!                                +*    !!           .  . 0.           !
 2009.2!                                 +    !!           .  .0 .           !
 2009.3!                                *+    !!           . 0.  .           !
 2009.4!                                + *   !!           .  . 0.           !
 2010.1!                                 +*   !!           .  0  .           !
 2010.2!                                 +  * !!           .  .  0           !
 2010.3!                                   +  !!           . 0.  .           !
 2010.4!                                  +   !!           .  0  .           !
 2011.1!                                  +   !!           .  0  .           !
 2011.2!                                  +   !!           .  .0 .           !
 2011.3!                                  +   !!           .  0  .           !
 2011.4!                                  +*  !!           .  .0 .           !
 2012.1!                                  + * !!           .  . 0.           !
 2012.2!                                    + *!           .  .  0           !
 2012.3!                                    *+!!           . 0.  .           !
 2012.4!                                    +*!!           .  .0 .           !


     18.09 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTGE=STPX$/GEPMM;                                                      
 GENR LAASTGE=LOG(AASTGE+.00001);                                             
 GENR LASTGE=LOG(ASTGE+.00001);                                               
 LHS AASTGE=EXP(LAASTGE)-.00001;                                              
  EQ  293 LAASTGE C LASTGE(-1) PSTGE;                                         
EQUATION 472  LAASTGE  
   RHS     C  LASTGE(-1)  PSTGE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  472 PLOT=0;END;                                                     

Equation number =  472
**********************

Dependent variable = LAASTGE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.079774094

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.281070009       0.092452912  -3.04014     1.000000
11825 LASTGE  ( -1)       0.894989327       0.034958208  25.60169    -3.077883
11823 PSTGE   (  0)      -0.048447371       0.034722076  -1.39529     0.908847

SE of equation            =     0.053942360
Sum of squared residuals  = 0.538308965      -0.931978938E-10
Average absolute error    =     0.038826170
Sum of ABS residuals      =  7.29932001    
R squared                 =   0.85417
Durbin-Watson statistic   =   2.62440
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                               +      !!          .   0   .          !
 1966.2!                             *+       !!          .  0.   .          !
 1966.3!                           * +        !!          .  0.   .          !
 1966.4!                       *   +          !!         0.   .   .          !
 1967.1!                       + *            !!          .   . 0 .          !
 1967.2!                      *  +            !!          .0  .   .          !
 1967.3!                      +*              !!          .   .0  .          !
 1967.4!                       + *            !!          .   . 0 .          !
 1968.1!                    *    +            !!         0.   .   .          !
 1968.2!                    +       *         !!          .   .   .   0      !
 1968.3!                           +*         !!          .   0   .          !
 1968.4!                      *    +          !!        0 .   .   .          !
 1969.1!                      +     *         !!          .   .   . 0        !
 1969.2!                          *+          !!          .  0.   .          !
 1969.3!                          +   *       !!          .   .   0          !
 1969.4!                          *   +       !!          0   .   .          !
 1970.1!                          +     *     !!          .   .   .  0       !
 1970.2!                                +*    !!          .   .0  .          !
 1970.3!                              * +     !!          .0  .   .          !
 1970.4!                *            +        !0          .   .   .          !
 1971.1!                 +         *          !!          .   .   .       0  !
 1971.2!                       *   +          !!         0.   .   .          !
 1971.3!                       +              !!          .   0   .          !
 1971.4!            *           +             !! 0        .   .   .          !
 1972.1!             +        *               !!          .   .   .    0     !
 1972.2!                  *   +               !!         0.   .   .          !
 1972.3!                  *+                  !!          .   0   .          !
 1972.4!               *   +                  !!          0   .   .          !
 1973.1!          *     +                     !!       0  .   .   .          !
 1973.2!         * +                          !!          . 0 .   .          !
 1973.3!      *   +                           !!         0.   .   .          !
 1973.4*        +                             !!     0    .   .   .          !
 1974.1! +            *                       !!          .   .   .         0!
 1974.2!               +                      !!          .   0   .          !
 1974.3!              * +                     !!          . 0 .   .          !
 1974.4!          *    +                      !!        0 .   .   .          !
 1975.1!           +                          !!          .   0   .          !
 1975.2!           *+                         !!          . 0 .   .          !
 1975.3!            +     *                   !!          .   .   . 0        !
 1975.4!              *   +                   !!         0.   .   .          !
 1976.1!           *   +                      !!          0   .   .          !
 1976.2!          * +                         !!          .0  .   .          !
 1976.3!           +                          !!          .   0   .          !
 1976.4!            +                         !!          .   0   .          !
 1977.1!             +    *                   !!          .   .   .0         !
 1977.2!               *  +                   !!          .0  .   .          !
 1977.3!                +        *            !!          .   .   .     0    !
 1977.4!                        +*            !!          .   0   .          !
 1978.1!                        +*            !!          .   . 0 .          !
 1978.2!                         + *          !!          .   .  0.          !
 1978.3!                          +           !!          .   0   .          !
 1978.4!                     *   +            !!         0.   .   .          !
 1979.1!                     +     *          !!          .   .   .  0       !
 1979.2!                          +   *       !!          .   .   0          !
 1979.3!                            *+        !!          . 0 .   .          !
 1979.4!                           +          !!          .   0   .          !
 1980.1!                           +     *    !!          .   .   .  0       !
 1980.2!                                + *   !!          .   .  0.          !
 1980.3!                                 + *  !!          .   . 0 .          !
 1980.4!                                  +   !!          .   0   .          !
 1981.1!                              *  +    !!          .0  .   .          !
 1981.2!                             +   *    !!          .   .   0          !
 1981.3!                            *   +     !!          0   .   .          !
 1981.4!                        *  +          !!          .0  .   .          !
 1982.1!                        +   *         !!          .   .   0          !
 1982.2!                           +*         !!          .   0   .          !
 1982.3!                           + *        !!          .   . 0 .          !
 1982.4!                           *+         !!          .  0.   .          !
 1983.1!                          +  *        !!          .   .  0.          !
 1983.2!                            +  *      !!          .   .  0.          !
 1983.3!                              +   *   !!          .   .   0          !
 1983.4!                               *+     !!          .  0.   .          !
 1984.1!                              +*      !!          .   .0  .          !
 1984.2!                              +  *    !!          .   .  0.          !
 1984.3!                                +  *  !!          .   .  0.          !
 1984.4!                                  +   !!          .   0   .          !
 1985.1!                                 +   *!!          .   .   0          !
 1985.2!                                    + *!          .   .  0.          !
 1985.3!                                    + !!          .  0.   .          !
 1985.4!                                  *+  !!          .   0   .          !
 1986.1!                                 +*   !!          .   .0  .          !
 1986.2!                                 +  * !!          .   .   0          !
 1986.3!                                  +*  !!          .   .0  .          !
 1986.4!                                  +   !!          .   0   .          !
 1987.1!                                + *   !!          .   . 0 .          !
 1987.2!                                +     !!          .   0   .          !
 1987.3!                               + *    !!          .   . 0 .          !
 1987.4!                             * +      !!          . 0 .   .          !
 1988.1!                            +      *  !!          .   .   .  0       !
 1988.2!                                *+    !!          .  0.   .          !
 1988.3!                              + *     !!          .   .0  .          !
 1988.4!                             *+       !!          .  0.   .          !
 1989.1!                            +  *      !!          .   .  0.          !
 1989.2!                              +*      !!          .   . 0 .          !
 1989.3!                              +       !!          .   0   .          !
 1989.4!                             +        !!          .   0   .          !
 1990.1!                            +   *     !!          .   .   0          !
 1990.2!                             * +      !!          .  0.   .          !
 1990.3!                            +*        !!          .   .0  .          !
 1990.4!                        *   +         !!          0   .   .          !
 1991.1!                        +             !!          .   0   .          !
 1991.2!                       +*             !!          .   .0  .          !
 1991.3!                        +          *  !!          .   .   .       0  !
 1991.4!                      *          +    !!  0       .   .   .          !
 1992.1!                      + *             !!          .   .  0.          !
 1992.2!                        + *           !!          .   .  0.          !
 1992.3!                        *+            !!          .  0.   .          !
 1992.4!                      *+              !!          .  0.   .          !
 1993.1!                     +    *           !!          .   .   .0         !
 1993.2!                         + *          !!          .   . 0 .          !
 1993.3!                       *  +           !!          .0  .   .          !
 1993.4!                      +               !!          .   0   .          !
 1994.1!                     +    *           !!          .   .   .0         !
 1994.2!                         +            !!          .   0   .          !
 1994.3!                        +             !!          .   0   .          !
 1994.4!                       +              !!          .   0   .          !
 1995.1!                      +  *            !!          .   .  0.          !
 1995.2!                    *   +             !!          0   .   .          !
 1995.3!                  * +                 !!          . 0 .   .          !
 1995.4!                 +                    !!          .   0   .          !
 1996.1!                 +   *                !!          .   .   0          !
 1996.2!                   * +                !!          .  0.   .          !
 1996.3!                   +                  !!          .   0   .          !
 1996.4!                *  +                  !!          .0  .   .          !
 1997.1!                 + *                  !!          .   .  0.          !
 1997.2!                   +  *               !!          .   .  0.          !
 1997.3!                     +                !!          .   0   .          !
 1997.4!                   * +                !!          . 0 .   .          !
 1998.1!                   +*                 !!          .   . 0 .          !
 1998.2!                    +                 !!          .   0   .          !
 1998.3!                   +  *               !!          .   . 0 .          !
 1998.4!                  *  +                !!          .0  .   .          !
 1999.1!                * +                   !!          . 0 .   .          !
 1999.2!                +*                    !!          .   .0  .          !
 1999.3!                 +                    !!          .   0   .          !
 1999.4!                *+                    !!          .  0.   .          !
 2000.1!                + *                   !!          .   . 0 .          !
 2000.2!               *  +                   !!          .0  .   .          !
 2000.3!               +*                     !!          .   0   .          !
 2000.4!          *     +                     !!        0 .   .   .          !
 2001.1!           +*                         !!          .   . 0 .          !
 2001.2!             + *                      !!          .   .  0.          !
 2001.3!               +                      !!          .  0.   .          !
 2001.4!              *+                      !!          .  0.   .          !
 2002.1!              +*                      !!          .   . 0 .          !
 2002.2!               + *                    !!          .   .0  .          !
 2002.3!              * +                     !!          .0  .   .          !
 2002.4!           *  +                       !!          0   .   .          !
 2003.1!         * +                          !!          . 0 .   .          !
 2003.2!          +   *                       !!          .   .   0          !
 2003.3!          *   +                       !!          0   .   .          !
 2003.4!        * +                           !!          . 0 .   .          !
 2004.1!    *    +                            !!        0 .   .   .          !
 2004.2!     +*                               !!          .   .0  .          !
 2004.3!       +  *                           !!          .   .   0          !
 2004.4!          *+                          !!          .  0.   .          !
 2005.1!      *   +                           !!         0.   .   .          !
 2005.2!      *+                              !!          .   0   .          !
 2005.3!     * +                              !!          .0  .   .          !
 2005.4!   *  +                               !!          .0  .   .          !
 2006.1!    +    *                            !!          .   .   .0         !
 2006.2!      *   +                           !!         0.   .   .          !
 2006.3!      *+                              !!          .   0   .          !
 2006.4!  *    +                              !!        0 .   .   .          !
 2007.1!    +        *                        !!          .   .   .     0    !
 2007.2!         *    +                       !!          0   .   .          !
 2007.3!          +                           !!          .   0   .          !
 2007.4!      *   +                           !!         0.   .   .          !
 2008.1!       +*                             !!          .   .0  .          !
 2008.2!        *+                            !!          .  0.   .          !
 2008.3!       *+                             !!          . 0 .   .          !
 2008.4!  *     +                             !!       0  .   .   .          !
 2009.1!   +  *                               !!          .   .  0.          !
 2009.2!    * +                               !!          . 0 .   .          !
 2009.3!     +                                !!          .   0   .          !
 2009.4!     +                                !!          .  0.   .          !
 2010.1!    *+                                !!          . 0 .   .          !
 2010.2!    +                                 !!          .  0.   .          !
 2010.3!   *+                                 !!          .  0.   .          !
 2010.4!   *+                                 !!          .  0.   .          !
 2011.1!    +  *                              !!          .   .   0          !
 2011.2!      *+                              !!          .  0.   .          !
 2011.3!      +   *                           !!          .   .   0          !
 2011.4!        * +                           !!          . 0 .   .          !
 2012.1!        +                             !!          .   0   .          !
 2012.2!        +                             !!          .  0.   .          !
 2012.3!        + *                           !!          .   . 0 .          !
 2012.4!       *  +                           !!          .0  .   .          !


     25.53 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKGE=UKPX$/GEPMM;                                                      
 GENR LAAUKGE=LOG(AAUKGE+.00001);                                             
 GENR LAUKGE=LOG(AUKGE+.00001);                                               
 LHS AAUKGE=EXP(LAAUKGE)-.00001;                                              
  EQ  294 LAAUKGE C LAUKGE(-1) PUKGE;                                         
EQUATION 473  LAAUKGE  
   RHS     C  LAUKGE(-1)  PUKGE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  473 PLOT=0;END;                                                     

Equation number =  473
**********************

Dependent variable = LAAUKGE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.733472923

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.085937393       0.103445606  -0.83075     1.000000
11828 LAUKGE  ( -1)       0.953410633       0.025532920  37.34045    -2.733582
11826 PUKGE   (  0)      -0.041297084       0.054392837  -0.75924     1.000298

SE of equation            =     0.058362905
Sum of squared residuals  = 0.630152297      -0.117079679E-10
Average absolute error    =     0.045129166
Sum of ABS residuals      =  8.48428318    
R squared                 =   0.89629
Durbin-Watson statistic   =   2.40549
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!          +                           !!        .    0.     .        !
 1966.2!   *      +                           !!   0    .     .     .        !
 1966.3!    +                                 !!        .     .0    .        !
 1966.4!    +  *                              !!        .     .   0 .        !
 1967.1!  *    +                              !!     0  .     .     .        !
 1967.2!  +  *                                !!        .     .    0.        !
 1967.3!     +                                !!        .    0.     .        !
 1967.4!     +*                               !!        .     .0    .        !
 1968.1!      + *                             !!        .     .  0  .        !
 1968.2!        +                             !!        .     0     .        !
 1968.3!     *  +                             !!        .0    .     .        !
 1968.4!      +                               !!        .     0     .        !
 1969.1!*     +                               !!   0    .     .     .        !
 1969.2! +  *                                 !!        .     .     0        !
 1969.3!     + *                              !!        .     .   0 .        !
 1969.4!      * +                             !!        . 0   .     .        !
 1970.1!      +    *                          !!        .     .     . 0      !
 1970.2!           +  *                       !!        .     .    0.        !
 1970.3!          *    +                      !!       0.     .     .        !
 1970.4!   *       +                          !0        .     .     .        !
 1971.1!   +  *                               !!        .     .    0.        !
 1971.2!      *+                              !!        .   0 .     .        !
 1971.3!      *+                              !!        .    0.     .        !
 1971.4*       +                              !!0       .     .     .        !
 1972.1!+ *                                   !!        .     .   0 .        !
 1972.2! * +                                  !!        . 0   .     .        !
 1972.3!  +*                                  !!        .     . 0   .        !
 1972.4!    + *                               !!        .     .   0 .        !
 1973.1!  *    +                              !!      0 .     .     .        !
 1973.2! * +                                  !!        . 0   .     .        !
 1973.3!  +  *                                !!        .     .     0        !
 1973.4!    * +                               !!        .0    .     .        !
 1974.1!    +  *                              !!        .     .   0 .        !
 1974.2!      * +                             !!        .  0  .     .        !
 1974.3!       +  *                           !!        .     .     0        !
 1974.4!      *    +                          !!      0 .     .     .        !
 1975.1!       + *                            !!        .     .  0  .        !
 1975.2!          +                           !!        .     0     .        !
 1975.3!           + *                        !!        .     .    0.        !
 1975.4!              +   *                   !!        .     .     .0       !
 1976.1!           *      +                   !! 0      .     .     .        !
 1976.2!           +                          !!        .    0.     .        !
 1976.3!            + *                       !!        .     .   0 .        !
 1976.4!            *  +                      !!        .0    .     .        !
 1977.1!             +   *                    !!        .     .     .0       !
 1977.2!               * +                    !!        .  0  .     .        !
 1977.3!               +        *             !!        .     .     .        0
 1977.4!                 *      +             !!  0     .     .     .        !
 1978.1!                 +    *               !!        .     .     .  0     !
 1978.2!                      + *             !!        .     .   0 .        !
 1978.3!                        +  *          !!        .     .     0        !
 1978.4!                        *  +          !!        .0    .     .        !
 1979.1!                        + *           !!        .     .  0  .        !
 1979.2!                          +       *   !!        .     .     .       0!
 1979.3!                                 + *  !!        .     .  0  .        !
 1979.4!                                  +  *!!        .     .    0.        !
 1980.1!                              *     + !!   0    .     .     .        !
 1980.2!                           * +        !!        .  0  .     .        !
 1980.3!                          +  *        !!        .     .    0.        !
 1980.4!                            +   *     !!        .     .     .0       !
 1981.1!                         *     +      !!    0   .     .     .        !
 1981.2!                        *+            !!        .   0 .     .        !
 1981.3!                       +  *           !!        .     .     0        !
 1981.4!                          +      *    !!        .     .     .       0!
 1982.1!                         *      +     !!  0     .     .     .        !
 1982.2!                         +            !!        .     0     .        !
 1982.3!                        +*            !!        .     .  0  .        !
 1982.4!                     *   +            !!       0.     .     .        !
 1983.1!                    +     *           !!        .     .     .   0    !
 1983.2!                      *   +           !!        0     .     .        !
 1983.3!                      +               !!        .     .0    .        !
 1983.4!                      +*              !!        .     .0    .        !
 1984.1!                      + *             !!        .     .   0 .        !
 1984.2!                        +    *        !!        .     .     .  0     !
 1984.3!                            + *       !!        .     .  0  .        !
 1984.4!                             + *      !!        .     .  0  .        !
 1985.1!                              +       *!        .     .     .       0!
 1985.2!                                    *+!!        .   0 .     .        !
 1985.3!                                * +   !!        .0    .     .        !
 1985.4!                              *+      !!        .   0 .     .        !
 1986.1!                             +  *     !!        .     .    0.        !
 1986.2!                             * +      !!        .0    .     .        !
 1986.3!                            +*        !!        .     0     .        !
 1986.4!                            +    *    !!        .     .     .  0     !
 1987.1!                               * +    !!        .  0  .     .        !
 1987.2!                               +*     !!        .     . 0   .        !
 1987.3!                               +      !!        .     0     .        !
 1987.4!                             *+       !!        .   0 .     .        !
 1988.1!                            *+        !!        .   0 .     .        !
 1988.2!                           +*         !!        .     .0    .        !
 1988.3!                           +   *      !!        .     .     .0       !
 1988.4!                           *  +       !!        .0    .     .        !
 1989.1!                           +  *       !!        .     .     .0       !
 1989.2!                            * +       !!        .  0  .     .        !
 1989.3!                            +    *    !!        .     .     .   0    !
 1989.4!                                 +    !!        .     0     .        !
 1990.1!                               *+     !!        .   0 .     .        !
 1990.2!                               + *    !!        .     .   0 .        !
 1990.3!                              * +     !!        .  0  .     .        !
 1990.4!                              +       !!        .    0.     .        !
 1991.1!                           * +        !!        . 0   .     .        !
 1991.2!                          +  *        !!        .     .    0.        !
 1991.3!                            + *       !!        .     .  0  .        !
 1991.4!                              + *     !!        .     .    0.        !
 1992.1!                            *   +     !!        0     .     .        !
 1992.2!                            +         !!        .     .0    .        !
 1992.3!                           +*         !!        .     0     .        !
 1992.4!                           +  *       !!        .     .    0.        !
 1993.1!                           *  +       !!        .0    .     .        !
 1993.2!                  *       +           !!0       .     .     .        !
 1993.3!                  +*                  !!        .     . 0   .        !
 1993.4!                  *+                  !!        .   0 .     .        !
 1994.1!                  +      *            !!        .     .     .     0  !
 1994.2!                     *  +             !!        0     .     .        !
 1994.3!                     +*               !!        .     .0    .        !
 1994.4!                     +*               !!        .     0     .        !
 1995.1!                     +  *             !!        .     .    0.        !
 1995.2!                       *+             !!        .    0.     .        !
 1995.3!                       + *            !!        .     .  0  .        !
 1995.4!                      * +             !!        . 0   .     .        !
 1996.1!                      +   *           !!        .     .     .0       !
 1996.2!                         +*           !!        .     .0    .        !
 1996.3!                          +           !!        .     . 0   .        !
 1996.4!                      *   +           !!       0.     .     .        !
 1997.1!                      +*              !!        .     . 0   .        !
 1997.2!                      +  *            !!        .     .    0.        !
 1997.3!                         +            !!        .     .0    .        !
 1997.4!                       * +            !!        .  0  .     .        !
 1998.1!                       +              !!        .     .0    .        !
 1998.2!                       +*             !!        .     .0    .        !
 1998.3!                       +              !!        .    0.     .        !
 1998.4!                     * +              !!        .  0  .     .        !
 1999.1!                     +                !!        .     .0    .        !
 1999.2!                     + *              !!        .     .  0  .        !
 1999.3!                       +   *          !!        .     .     .0       !
 1999.4!                          +           !!        .    0.     .        !
 2000.1!                         +*           !!        .     .0    .        !
 2000.2!                         +            !!        .     0     .        !
 2000.3!                         +*           !!        .     . 0   .        !
 2000.4!                       * +            !!        . 0   .     .        !
 2001.1!                       +*             !!        .     . 0   .        !
 2001.2!                        +             !!        .     0     .        !
 2001.3!                     *  +             !!        . 0   .     .        !
 2001.4!                    *+                !!        .   0 .     .        !
 2002.1!                    + *               !!        .     .  0  .        !
 2002.2!                     + *              !!        .     .  0  .        !
 2002.3!                      *+              !!        .   0 .     .        !
 2002.4!                    * +               !!        .  0  .     .        !
 2003.1!                 *  +                 !!        . 0   .     .        !
 2003.2!               *  +                   !!        . 0   .     .        !
 2003.3!               +                      !!        .    0.     .        !
 2003.4!            *  +                      !!        .0    .     .        !
 2004.1!           *+                         !!        .    0.     .        !
 2004.2!           *+                         !!        .   0 .     .        !
 2004.3!           +*                         !!        .     . 0   .        !
 2004.4!           *+                         !!        .   0 .     .        !
 2005.1!           +                          !!        .    0.     .        !
 2005.2!           +*                         !!        .     . 0   .        !
 2005.3!           *+                         !!        .   0 .     .        !
 2005.4!          *+                          !!        .   0 .     .        !
 2006.1!           +    *                     !!        .     .     .   0    !
 2006.2!                +    *                !!        .     .     .  0     !
 2006.3!             *       +                !0        .     .     .        !
 2006.4!          *  +                        !!        . 0   .     .        !
 2007.1!       *   +                          !!        0     .     .        !
 2007.2!      * +                             !!        .  0  .     .        !
 2007.3!       + *                            !!        .     .   0 .        !
 2007.4!        *+                            !!        .   0 .     .        !
 2008.1!        +                             !!        .     0     .        !
 2008.2!      *  +                            !!        0     .     .        !
 2008.3!      +                               !!        .    0.     .        !
 2008.4!       +*                             !!        .     .  0  .        !
 2009.1!        *+                            !!        .   0 .     .        !
 2009.2!     *   +                            !!       0.     .     .        !
 2009.3!      +  *                            !!        .     .     0        !
 2009.4!       *  +                           !!        . 0   .     .        !
 2010.1!        +*                            !!        .     . 0   .        !
 2010.2!  *       +                           !!0       .     .     .        !
 2010.3!   +                                  !!        .     0     .        !
 2010.4!    +   *                             !!        .     .     .0       !
 2011.1!       *+                             !!        .   0 .     .        !
 2011.2!    *   +                             !!        0     .     .        !
 2011.3!     +*                               !!        .     .0    .        !
 2011.4!       + *                            !!        .     .   0 .        !
 2012.1!        *+                            !!        .   0 .     .        !
 2012.2!     *   +                            !!       0.     .     .        !
 2012.3!    *+                                !!        .   0 .     .        !
 2012.4!     +     *                          !!        .     .     .    0   !


     26.60 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFIGE=FIPX$/GEPMM;                                                      
 GENR LAAFIGE=LOG(AAFIGE+.00001);                                             
 GENR LAFIGE=LOG(AFIGE+.00001);                                               
 LHS AAFIGE=EXP(LAAFIGE)-.00001;                                              
  EQ  295 LAAFIGE C LAFIGE(-1) PFIGE;                                         
EQUATION 474  LAAFIGE  
   RHS     C  LAFIGE(-1)  PFIGE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  474 PLOT=0;END;                                                     

Equation number =  474
**********************

Dependent variable = LAAFIGE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.511731908

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.024963414       0.215151616  -4.76391     1.000000
11831 LAFIGE  ( -1)       0.766076311       0.049047034  15.61922    -4.510355
11829 PFIGE   (  0)      -0.032968386       0.077706669  -0.42427     0.955227

SE of equation            =     0.098181445
Sum of squared residuals  =  1.78332528       0.516724441E-10
Average absolute error    =     0.072789170
Sum of ABS residuals      =  13.6843639    
R squared                 =   0.58792
Durbin-Watson statistic   =   2.48606
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                   *+                 !!          .  0.   .          !
 1966.2!                   +      *           !!          .   .   .  0       !
 1966.3!                  *     +             !!         0.   .   .          !
 1966.4!                   +      *           !!          .   .   .   0      !
 1967.1!                     *   +            !!          .0  .   .          !
 1967.2!               *     +                !!         0.   .   .          !
 1967.3!           *    +                     !!         0.   .   .          !
 1967.4!             + *                      !!          .   . 0 .          !
 1968.1!                +      *              !!          .   .   . 0        !
 1968.2!                    * +               !!          . 0 .   .          !
 1968.3!                    +                 !!          .   0   .          !
 1968.4!                    +    *            !!          .   .   .0         !
 1969.1!                       +  *           !!          .   . 0 .          !
 1969.2!                     *  +             !!          .0  .   .          !
 1969.3!                     +  *             !!          .   .  0.          !
 1969.4!                       +              *!          .   .   .          0
 1970.1!                             *    +   !!         0.   .   .          !
 1970.2!                           +*         !!          .   .0  .          !
 1970.3!                          +*          !!          .   .0  .          !
 1970.4!          *               +           !0          .   .   .          !
 1971.1!            +        *                !!          .   .   .    0     !
 1971.2!                    *+                !!          .  0.   .          !
 1971.3!                  * +                 !!          . 0 .   .          !
 1971.4!          *       +                   !!     0    .   .   .          !
 1972.1!            +        *                !!          .   .   .    0     !
 1972.2!                    *+                !!          .   0   .          !
 1972.3!                    +*                !!          .   .0  .          !
 1972.4!               *     +                !!        0 .   .   .          !
 1973.1!                +  *                  !!          .   .  0.          !
 1973.2!              *    +                  !!         0.   .   .          !
 1973.3!                +*                    !!          .   .0  .          !
 1973.4!        *         +                   !!    0     .   .   .          !
 1974.1!          +      *                    !!          .   .   . 0        !
 1974.2!           *     +                    !!        0 .   .   .          !
 1974.3!         *   +                        !!          0   .   .          !
 1974.4!          *+                          !!          . 0 .   .          !
 1975.1!       *    +                         !!         0.   .   .          !
 1975.2!  *      +                            !!       0  .   .   .          !
 1975.3*      +                               !!       0  .   .   .          !
 1975.4!    +  *                              !!          .   .  0.          !
 1976.1!      *   +                           !!          .0  .   .          !
 1976.2!         +*                           !!          .   .0  .          !
 1976.3!         *  +                         !!          .0  .   .          !
 1976.4!           +*                         !!          .   .0  .          !
 1977.1!              + *                     !!          .   . 0 .          !
 1977.2!                +                     !!          .   0   .          !
 1977.3!            *    +                    !!         0.   .   .          !
 1977.4!             + *                      !!          .   . 0 .          !
 1978.1!                +*                    !!          .   0   .          !
 1978.2!                 +*                   !!          .   .0  .          !
 1978.3!              *   +                   !!         0.   .   .          !
 1978.4!               + *                    !!          .   . 0 .          !
 1979.1!                  +  *                !!          .   .  0.          !
 1979.2!                     + *              !!          .   . 0 .          !
 1979.3!                    * +               !!          . 0 .   .          !
 1979.4!                    + *               !!          .   .  0.          !
 1980.1!                      +*              !!          .   .0  .          !
 1980.2!                      +  *            !!          .   .  0.          !
 1980.3!                        +*            !!          .   .0  .          !
 1980.4!                      *+              !!          . 0 .   .          !
 1981.1!                   * +                !!          . 0 .   .          !
 1981.2!                  *+                  !!          .  0.   .          !
 1981.3!                   +                  !!          .   .0  .          !
 1981.4!                 * +                  !!          . 0 .   .          !
 1982.1!                 +   *                !!          .   .  0.          !
 1982.2!                    +                 !!          .   0   .          !
 1982.3!              *     +                 !!         0.   .   .          !
 1982.4!               + *                    !!          .   .0  .          !
 1983.1!                 + *                  !!          .   .0  .          !
 1983.2!                   +                  !!          .   0   .          !
 1983.3!                  *+                  !!          .  0.   .          !
 1983.4!                  + *                 !!          .   . 0 .          !
 1984.1!                    +*                !!          .   .0  .          !
 1984.2!                    +  *              !!          .   .  0.          !
 1984.3!                    * +               !!          . 0 .   .          !
 1984.4!                    +*                !!          .   .0  .          !
 1985.1!               *    +                 !!         0.   .   .          !
 1985.2!                +    *                !!          .   .   0          !
 1985.3!                   *+                 !!          .  0.   .          !
 1985.4!                   +*                 !!          .   0   .          !
 1986.1!                 * +                  !!          .0  .   .          !
 1986.2!           *     +                    !!        0 .   .   .          !
 1986.3!             +    *                   !!          .   .   . 0        !
 1986.4!                   +                  !!          .   0   .          !
 1987.1!                  *+                  !!          .  0.   .          !
 1987.2!                  +*                  !!          .   .0  .          !
 1987.3!                   +  *               !!          .   .  0.          !
 1987.4!                     +*               !!          .   .0  .          !
 1988.1!                 *   +                !!          0   .   .          !
 1988.2!                 +                    !!          .   0   .          !
 1988.3!                 +*                   !!          .   .0  .          !
 1988.4!                  +                   !!          .   0   .          !
 1989.1!                  +                   !!          .  0.   .          !
 1989.2!               *  +                   !!          .0  .   .          !
 1989.3!               *+                     !!          .  0.   .          !
 1989.4!               + *                    !!          .   . 0 .          !
 1990.1!                *+                    !!          .  0.   .          !
 1990.2!                 +   *                !!          .   .   0          !
 1990.3!              *      +                !!        0 .   .   .          !
 1990.4!               +   *                  !!          .   .   0          !
 1991.1!                  *+                  !!          . 0 .   .          !
 1991.2!               *  +                   !!          . 0 .   .          !
 1991.3!                + *                   !!          .   . 0 .          !
 1991.4!                  +                   !!          .   0   .          !
 1992.1!                  + *                 !!          .   . 0 .          !
 1992.2!                    +  *              !!          .   .  0.          !
 1992.3!                  *   +               !!          0   .   .          !
 1992.4!                  +*                  !!          .   .0  .          !
 1993.1!                   + *                !!          .   . 0 .          !
 1993.2!                     +                !!          .   0   .          !
 1993.3!                   * +                !!          . 0 .   .          !
 1993.4!                   +  *               !!          .   .  0.          !
 1994.1!                      +  *            !!          .   .  0.          !
 1994.2!                        +*            !!          .   . 0 .          !
 1994.3!                       *+             !!          .  0.   .          !
 1994.4!                      +*              !!          .   .0  .          !
 1995.1!                      +*              !!          .   0   .          !
 1995.2!                      +               !!          .   0   .          !
 1995.3!                  *  +                !!          . 0 .   .          !
 1995.4!                  +  *                !!          .   . 0 .          !
 1996.1!                 *  +                 !!          .0  .   .          !
 1996.2!                 +    *               !!          .   .   .0         !
 1996.3!                 *   +                !!          0   .   .          !
 1996.4!                 +                    !!          .  0.   .          !
 1997.1!                 + *                  !!          .   . 0 .          !
 1997.2!                 * +                  !!          . 0 .   .          !
 1997.3!                 + *                  !!          .   . 0 .          !
 1997.4!                   +                  !!          .   0   .          !
 1998.1!                   +    *             !!          .   .   0          !
 1998.2!                    *  +              !!          . 0 .   .          !
 1998.3!                    + *               !!          .   . 0 .          !
 1998.4!                     +*               !!          .   .0  .          !
 1999.1!                      +   *           !!          .   .   .0         !
 1999.2!                         + *          !!          .   . 0 .          !
 1999.3!                         +   *        !!          .   .   0          !
 1999.4!                           +          !!          .   0   .          !
 2000.1!                         +       *    !!          .   .   .  0       !
 2000.2!                              +       !!          .   0   .          !
 2000.3!                            +  *      !!          .   .  0.          !
 2000.4!                            + *       !!          .   . 0 .          !
 2001.1!                           +*         !!          .   .0  .          !
 2001.2!                          +  *        !!          .   .  0.          !
 2001.3!                          *+          !!          .  0.   .          !
 2001.4!                         +    *       !!          .   .   .0         !
 2002.1!                            +         !!          .   0   .          !
 2002.2!                          +  *        !!          .   .  0.          !
 2002.3!                        *  +          !!          .0  .   .          !
 2002.4!                       +     *        !!          .   .   .0         !
 2003.1!                       *  +           !!          .0  .   .          !
 2003.2!                      +     *         !!          .   .   .0         !
 2003.3!                          +*          !!          .   .0  .          !
 2003.4!                       * +            !!          . 0 .   .          !
 2004.1!                    * +               !!          . 0 .   .          !
 2004.2!                    +*                !!          .   .0  .          !
 2004.3!                    +*                !!          .   0   .          !
 2004.4!                    + *               !!          .   . 0 .          !
 2005.1!                     +                !!          .  0.   .          !
 2005.2!                *   +                 !!          0   .   .          !
 2005.3!                 +     *              !!          .   .   . 0        !
 2005.4!                      +  *            !!          .   .  0.          !
 2006.1!                        +  *          !!          .   .  0.          !
 2006.2!                         +            !!          .   0   .          !
 2006.3!                        +   *         !!          .   .  0.          !
 2006.4!                         *+           !!          .   0   .          !
 2007.1!                        +  *          !!          .   .  0.          !
 2007.2!                         +*           !!          .   .0  .          !
 2007.3!                        *+            !!          .   0   .          !
 2007.4!                       +              !!          .   0   .          !
 2008.1!                      +*              !!          .   .0  .          !
 2008.2!                      +*              !!          .   0   .          !
 2008.3!                   *  +               !!          .0  .   .          !
 2008.4!                 * +                  !!          . 0 .   .          !
 2009.1!                 *+                   !!          .   0   .          !
 2009.2!                * +                   !!          . 0 .   .          !
 2009.3!               * +                    !!          . 0 .   .          !
 2009.4!                + *                   !!          .   .0  .          !
 2010.1!               *  +                   !!          .0  .   .          !
 2010.2!                 +*                   !!          .   .0  .          !
 2010.3!              *   +                   !!          0   .   .          !
 2010.4!                +                     !!          .   0   .          !
 2011.1!                 +*                   !!          .   .0  .          !
 2011.2!             *     +                  !!        0 .   .   .          !
 2011.3!             * +                      !!          .  0.   .          !
 2011.4!             * +                      !!          . 0 .   .          !
 2012.1!            *  +                      !!          . 0 .   .          !
 2012.2!             *+                       !!          .  0.   .          !
 2012.3!            *  +                      !!          .0  .   .          !
 2012.4!           *  +                       !!          .0  .   .          !


     25.00 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
@EQ   296 LAAASGE C LAASGE(-1) PASGE;SMPL 1966.1 2012.4;OLS;EST  296 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSOGE=SOPX$/GEPMM;                                                      
 GENR LAASOGE=LOG(AASOGE+.00001);                                             
 GENR LASOGE=LOG(ASOGE+.00001);                                               
 LHS AASOGE=EXP(LAASOGE)-.00001;                                              
  EQ  297 LAASOGE C LASOGE(-1) PSOGE;                                         
EQUATION 475  LAASOGE  
   RHS     C  LASOGE(-1)  PSOGE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  475 PLOT=0;END;                                                     

Equation number =  475
**********************

Dependent variable = LAASOGE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.212564066

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.693816741       0.209386633  -3.31357     1.000000
11834 LASOGE  ( -1)       0.856966008       0.037359971  22.93808    -5.211307
11832 PSOGE   (  0)      -0.053543637       0.075811243  -0.70628     0.986747

SE of equation            =     0.164453549
Sum of squared residuals  =  5.00331942       0.124789068E-11
Average absolute error    =     0.123634133
Sum of ABS residuals      =  23.2432171    
R squared                 =   0.73997
Durbin-Watson statistic   =   2.42937
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                      *    +          !!        0.    .    .         !
 1966.2!                    *+                !!         .  0 .    .         !
 1966.3!                    +           *     !!         .    .    .         0
 1966.4!                         *    +       !!        0.    .    .         !
 1967.1!                        +   *         !!         .    .    .0        !
 1967.2!                           +     *    !!         .    .    .  0      !
 1967.3!                               +*     !!         .    .0   .         !
 1967.4!                              +       !!         .    0    .         !
 1968.1!                            + *       !!         .    . 0  .         !
 1968.2!                            +       * !!         .    .    .    0    !
 1968.3!                             *    +   !!        0.    .    .         !
 1968.4!                           +  *       !!         .    .  0 .         !
 1969.1!                            + *       !!         .    . 0  .         !
 1969.2!                           *+         !!         .  0 .    .         !
 1969.3!                         +   *        !!         .    .   0.         !
 1969.4!                           +          !!         .   0.    .         !
 1970.1!                         +      *     !!         .    .    .  0      !
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 1970.3!                            +*        !!         .    .0   .         !
 1970.4!                        *  +          !!         . 0  .    .         !
 1971.1!                        +    *        !!         .    .    . 0       !
 1971.2!                         *  +         !!         . 0  .    .         !
 1971.3!                       * +            !!         .  0 .    .         !
 1971.4!                      +               !!         .    0    .         !
 1972.1!                     +                !!         .   0.    .         !
 1972.2!                    *+                !!         .    0    .         !
 1972.3!                    +                 !!         .   0.    .         !
 1972.4!                    +      *          !!         .    .    .   0     !
 1973.1!                  *       +           !!     0   .    .    .         !
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 1973.3!                   +   *              !!         .    .    0         !
 1973.4!                    * +               !!         .  0 .    .         !
 1974.1!                   +    *             !!         .    .    .0        !
 1974.2!                       + *            !!         .    .  0 .         !
 1974.3!                        + *           !!         .    . 0  .         !
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 1975.1!                            + *       !!         .    . 0  .         !
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 1975.3!                           +    *     !!         .    .    . 0       !
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 1976.1!                                *  +  !!         . 0  .    .         !
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 1980.1!                  *           +       !0         .    .    .         !
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 1980.3!                 +    *               !!         .    .    .0        !
 1980.4!               *     +                !!       0 .    .    .         !
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 1981.2!             *   +                    !!         0    .    .         !
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 1981.4!                  *  +                !!         . 0  .    .         !
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 1983.1!             +  *                     !!         .    .    0         !
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 1983.3!         *   +                        !!         0    .    .         !
 1983.4!          +                           !!         .    0    .         !
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 1984.3!        *        +                    !!    0    .    .    .         !
 1984.4!         +      *                     !!         .    .    .   0     !
 1985.1!            *   +                     !!         0    .    .         !
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 1989.1!      *  +                            !!         .0   .    .         !
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 1990.2!    *  +                              !!         .0   .    .         !
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 1990.4!                +    *                !!         .    .    .0        !
 1991.1!                     +                !!         .    0    .         !
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 1991.3!                      +               !!         .   0.    .         !
 1991.4!               *     +                !!       0 .    .    .         !
 1992.1!    *           +                     !0         .    .    .         !
 1992.2!      +    *                          !!         .    .    .0        !
 1992.3!      *     +                         !!       0 .    .    .         !
 1992.4!      * +                             !!         .   0.    .         !
 1993.1!      * +                             !!         . 0  .    .         !
 1993.2!        +*                            !!         .    . 0  .         !
 1993.3! *        +                           !!   0     .    .    .         !
 1993.4!    + *                               !!         .    .  0 .         !
 1994.1!        +*                            !!         .    . 0  .         !
 1994.2!       *   +                          !!         0    .    .         !
 1994.3*        +                             !!   0     .    .    .         !
 1994.4!  +    *                              !!         .    .    .0        !
 1995.1!         +   *                        !!         .    .    0         !
 1995.2!          *   +                       !!         0    .    .         !
 1995.3!  *        +                          !!   0     .    .    .         !
 1995.4!     +  *                             !!         .    .   0.         !
 1996.1!      *  +                            !!         .0   .    .         !
 1996.2!   *    +                             !!        0.    .    .         !
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 1996.4!           +                          !!         .    .0   .         !
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 1997.2!      *   +                           !!         0    .    .         !
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 1997.4!         +           *                !!         .    .    .        0!
 1998.1!             *       +                !!     0   .    .    .         !
 1998.2!            * +                       !!         .  0 .    .         !
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 2000.1!              *    +                  !!        0.    .    .         !
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 2001.4!                   +                  !!         .    0    .         !
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 2002.4!                 + *                  !!         .    . 0  .         !
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 2003.2!                *+                    !!         .   0.    .         !
 2003.3!               *+                     !!         .   0.    .         !
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 2004.1!                 +                    !!         .    0    .         !
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 2006.3!              +  *                    !!         .    .   0.         !
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 2007.2!                   * +                !!         . 0  .    .         !
 2007.3!                   +                  !!         .    .0   .         !
 2007.4!                   +   *              !!         .    .   0.         !
 2008.1!                      +  *            !!         .    .   0.         !
 2008.2!                        +  *          !!         .    .  0 .         !
 2008.3!                        * +           !!         .  0 .    .         !
 2008.4!                       +*             !!         .    .0   .         !
 2009.1!                *       +             !!    0    .    .    .         !
 2009.2!               *+                     !!         .   0.    .         !
 2009.3!               +                      !!         .   0.    .         !
 2009.4!               +      *               !!         .    .    .  0      !
 2010.1!                  *  +                !!         .0   .    .         !
 2010.2!                  +  *                !!         .    .   0.         !
 2010.3!                  * +                 !!         . 0  .    .         !
 2010.4!                 +*                   !!         .    .0   .         !
 2011.1!                  +                   !!         .    0    .         !
 2011.2!               *  +                   !!         . 0  .    .         !
 2011.3!               +  *                   !!         .    .  0 .         !
 2011.4!                 *+                   !!         .    0    .         !
 2012.1!              *  +                    !!         . 0  .    .         !
 2012.2!            *  +                      !!         . 0  .    .         !
 2012.3!             +                        !!         .    0    .         !
 2012.4!              +       *               !!         .    .    .    0    !


     26.06 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOGE=KOPX$/GEPMM;                                                      
 GENR LAAKOGE=LOG(AAKOGE+.00001);                                             
 GENR LAKOGE=LOG(AKOGE+.00001);                                               
 LHS AAKOGE=EXP(LAAKOGE)-.00001;                                              
  EQ  298 LAAKOGE C LAKOGE(-1) PKOGE;                                         
EQUATION 476  LAAKOGE  
   RHS     C  LAKOGE(-1)  PKOGE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  476 PLOT=0;END;                                                     

Equation number =  476
**********************

Dependent variable = LAAKOGE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.356545830

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.731935271       0.127257442  -5.75161     1.000000
11837 LAKOGE  ( -1)       0.772568010       0.039578803  19.51974    -5.381283
11835 PKOGE   (  0)      -0.282085048       0.065235033  -4.32413     1.656249

SE of equation            =     0.242123383
Sum of squared residuals  =  10.8453905       0.426325641E-11
Average absolute error    =     0.168592993
Sum of ABS residuals      =  31.6954827    
R squared                 =   0.93691
Durbin-Watson statistic   =   2.47103
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!+ *                                   !!           .  . 0.           !
 1966.2!    *+                                !!           . 0.  .           !
 1966.3*      +                               !!    0      .  .  .           !
 1966.4*  +                                   !!          0.  .  .           !
 1967.1!   +    *                             !!           .  .  .   0       !
 1967.2!         +                            !!           .  0  .           !
 1967.3!           +*                         !!           .  . 0.           !
 1967.4!             +    *                   !!           .  .  .   0       !
 1968.1!                 +   *                !!           .  .  . 0         !
 1968.2!                  *+                  !!           .0 .  .           !
 1968.3!                *+                    !!           . 0.  .           !
 1968.4!                +*                    !!           .  .0 .           !
 1969.1!                +*                    !!           .  0  .           !
 1969.2!                +                     !!           .  0  .           !
 1969.3!                + *                   !!           .  .  0           !
 1969.4!                 +*                   !!           .  .0 .           !
 1970.1!                  + *                 !!           .  .  .0          !
 1970.2!          *         +                 !0           .  .  .           !
 1970.3!            +  *                      !!           .  .  .0          !
 1970.4!              * +                     !!           0  .  .           !
 1971.1!              +*                      !!           .  . 0.           !
 1971.2!               *+                     !!           .0 .  .           !
 1971.3!                +*                    !!           .  .0 .           !
 1971.4!            *    +                    !!       0   .  .  .           !
 1972.1!            * +                       !!           .0 .  .           !
 1972.2!              +  *                    !!           .  .  .0          !
 1972.3!            *     +                   !!     0     .  .  .           !
 1972.4!            * +                       !!           0  .  .           !
 1973.1!             * +                      !!           0  .  .           !
 1973.2!               +                      !!           .  0  .           !
 1973.3!                 +                    !!           .  0  .           !
 1973.4!                  +                   !!           .  .0 .           !
 1974.1!                   +                  !!           .  0  .           !
 1974.2!                    + *               !!           .  . 0.           !
 1974.3!                      *+              !!           . 0.  .           !
 1974.4!                       +*             !!           .  .0 .           !
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 1975.3!                        +             !!           .  0  .           !
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 1976.1!                      *  +            !!         0 .  .  .           !
 1976.2!                      + *             !!           .  . 0.           !
 1976.3!                        +             !!           .  0  .           !
 1976.4!                        +*            !!           .  .0 .           !
 1977.1!                      *  +            !!           0  .  .           !
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 1977.3!                        +*            !!           .  .0 .           !
 1977.4!                         +            !!           .  0  .           !
 1978.1!                         *+           !!           .0 .  .           !
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 1978.3!                         +            !!           . 0.  .           !
 1978.4!                         +  *         !!           .  .  .0          !
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 1979.3!                         *+           !!           .  0  .           !
 1979.4!                          + *         !!           .  .  0           !
 1980.1!                          * +         !!           0  .  .           !
 1980.2!                          +           !!           .  0  .           !
 1980.3!                       *   +          !!        0  .  .  .           !
 1980.4!                        + *           !!           .  .  0           !
 1981.1!                          +           !!           . 0.  .           !
 1981.2!                         *+           !!           . 0.  .           !
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 1982.3!                         +            !!           .  0  .           !
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 1984.3!                         *+           !!           0  .  .           !
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 1985.4!                          +  *        !!           .  .  . 0         !
 1986.1!                         *   +        !!        0  .  .  .           !
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 1986.3!                           +*         !!           .  .0 .           !
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 1987.4!                             +*       !!           .  .0 .           !
 1988.1!                             +*       !!           .  .0 .           !
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 1988.3!                             +        !!           .  .0 .           !
 1988.4!                            +         !!           .  0  .           !
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 1989.2!                          + *         !!           .  . 0.           !
 1989.3!                           +          !!           .  .0 .           !
 1989.4!                          *+          !!           . 0.  .           !
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 1990.2!                           +          !!           .  0  .           !
 1990.3!                           + *        !!           .  .  0           !
 1990.4!                             +*       !!           .  .0 .           !
 1991.1!                            * +       !!           .0 .  .           !
 1991.2!                            + *       !!           .  .  0           !
 1991.3!                           * +        !!           0  .  .           !
 1991.4!                           + *        !!           .  .  0           !
 1992.1!                            *+        !!           . 0.  .           !
 1992.2!                           *+         !!           . 0.  .           !
 1992.3!                            +         !!           .  .0 .           !
 1992.4!                            +         !!           .  0  .           !
 1993.1!                            +         !!           .  0  .           !
 1993.2!                            +*        !!           .  .  0           !
 1993.3!                             +*       !!           .  .0 .           !
 1993.4!                             +  *     !!           .  .  . 0         !
 1994.1!                               +      !!           .  0  .           !
 1994.2!                              +       !!           . 0.  .           !
 1994.3!                             + *      !!           .  .  0           !
 1994.4!                              +*      !!           .  .0 .           !
 1995.1!                              +*      !!           .  . 0.           !
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 1995.3!                              + *     !!           .  . 0.           !
 1995.4!                               +  *   !!           .  .  .0          !
 1996.1!                                *+    !!           .0 .  .           !
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 1997.1!                              + *     !!           .  . 0.           !
 1997.2!                               +      !!           .  0  .           !
 1997.3!                              +*      !!           .  .0 .           !
 1997.4!                                + *   !!           .  .  0           !
 1998.1!                                   +* !!           .  .0 .           !
 1998.2!                                  * + !!           0  .  .           !
 1998.3!                                 *+   !!           . 0.  .           !
 1998.4!                                 +    !!           .  0  .           !
 1999.1!                               * +    !!           0  .  .           !
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 1999.3!                              +*      !!           .  .0 .           !
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 2000.1!                              +       !!           .  0  .           !
 2000.2!                              + *     !!           .  . 0.           !
 2000.3!                               +      !!           .  0  .           !
 2000.4!                               +*     !!           .  . 0.           !
 2001.1!                               *+     !!           .0 .  .           !
 2001.2!                              *+      !!           . 0.  .           !
 2001.3!                              *+      !!           .  0  .           !
 2001.4!                               + *    !!           .  .  0           !
 2002.1!                                *+    !!           .0 .  .           !
 2002.2!                                +     !!           .  0  .           !
 2002.3!                               *+     !!           .0 .  .           !
 2002.4!                               +*     !!           .  0  .           !
 2003.1!                                +     !!           .  0  .           !
 2003.2!                                +     !!           .  0  .           !
 2003.3!                                +     !!           .  0  .           !
 2003.4!                                 + *  !!           .  .  0           !
 2004.1!                                  *+  !!           . 0.  .           !
 2004.2!                                  +   !!           .  0  .           !
 2004.3!                                  +*  !!           .  . 0.           !
 2004.4!                                  + * !!           .  . 0.           !
 2005.1!                                   +* !!           .  0  .           !
 2005.2!                                   +* !!           .  .0 .           !
 2005.3!                                   +  !!           . 0.  .           !
 2005.4!                                   +  *!           .  .  .0          !
 2006.1!                                  *  +!!          0.  .  .           !
 2006.2!                                  + * !!           .  .  0           !
 2006.3!                                   *+ !!           .  0  .           !
 2006.4!                                   +* !!           .  .0 .           !
 2007.1!                                    +*!!           .  .0 .           !
 2007.2!                                    +*!!           .  0  .           !
 2007.3!                                   *+ !!           .0 .  .           !
 2007.4!                                   +  !!           .  .0 .           !
 2008.1!                                   +* !!           .  .0 .           !
 2008.2!                                  * + !!           0  .  .           !
 2008.3!                                 *+   !!           . 0.  .           !
 2008.4!                                  + * !!           .  .  0           !
 2009.1!                                   *+ !!           . 0.  .           !
 2009.2!                                   +  !!           .  0  .           !
 2009.3!                                   +  *!           .  .  .0          !
 2009.4!                                   *  +!          0.  .  .           !
 2010.1!                                   +* !!           .  . 0.           !
 2010.2!                                    +*!!           .  .0 .           !
 2010.3!                                  *  +!!          0.  .  .           !
 2010.4!                                  + * !!           .  .  0           !
 2011.1!                                   *+ !!           .0 .  .           !
 2011.2!                                   +  !!           . 0.  .           !
 2011.3!                                *  +  !!         0 .  .  .           !
 2011.4!                                 + *  !!           .  .  .0          !
 2012.1!                                 * +  !!          0.  .  .           !
 2012.2!                                 +*   !!           .  .0 .           !
 2012.3!                                * +   !!           0  .  .           !
 2012.4!                                 +    !!           . 0.  .           !


     23.40 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ   299 LAABEGE C LABEGE(-1) PBEGE;SMPL 1966.1 2012.4;OLS;EST  299 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDEGE=DEPX$Q/GEPMM;                                                     
 GENR LAADEGE=LOG(AADEGE+.00001);                                             
 GENR LADEGE=LOG(ADEGE+.00001);                                               
 LHS AADEGE=EXP(LAADEGE)-.00001;                                              
  EQ  300 LAADEGE C LADEGE(-1) PDEGE;                                         
EQUATION 477  LAADEGE  
   RHS     C  LADEGE(-1)  PDEGE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  477 PLOT=0;END;                                                     

Equation number =  477
**********************

Dependent variable = LAADEGE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.834634492

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.260871736       0.097535328  -2.67464     1.000000
11840 LADEGE  ( -1)       0.899373752       0.032342504  27.80780    -3.833534
11838 PDEGE   (  0)      -0.123508477       0.059746743  -2.06720     1.020034

SE of equation            =     0.061550329
Sum of squared residuals  = 0.700861955      -0.897948382E-12
Average absolute error    =     0.048811805
Sum of ABS residuals      =  9.17661930    
R squared                 =   0.88507
Durbin-Watson statistic   =   2.33789
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                  *+                  !!          .  0.   .          !
 1966.2!             *  +                     !!         0.   .   .          !
 1966.3!            +   *                     !!          .   .   .  0       !
 1966.4!             * +                      !!          .0  .   .          !
 1967.1!        *  +                          !!         0.   .   .          !
 1967.2!       +  *                           !!          .   .   0          !
 1967.3!          +*                          !!          .   .0  .          !
 1967.4!        *  +                          !!          .0  .   .          !
 1968.1!        +  *                          !!          .   .  0.          !
 1968.2!        * +                           !!          . 0 .   .          !
 1968.3!        +                             !!          .   0   .          !
 1968.4!   *    +                             !!        0 .   .   .          !
 1969.1!    +  *                              !!          .   .   0          !
 1969.2!       +   *                          !!          .   .   . 0        !
 1969.3!      *    +                          !!       0  .   .   .          !
 1969.4!  *    +                              !!        0 .   .   .          !
 1970.1!   +       *                          !!          .   .   .      0   !
 1970.2!           *+                         !!          . 0 .   .          !
 1970.3!         *  +                         !!          0   .   .          !
 1970.4*          +                           !0          .   .   .          !
 1971.1!+   *                                 !!          .   .   .0         !
 1971.2!      +*                              !!          .   .0  .          !
 1971.3!   *    +                             !!        0 .   .   .          !
 1971.4*     +                                !!      0   .   .   .          !
 1972.1!+*                                    !!          .   .0  .          !
 1972.2! *+                                   !!          . 0 .   .          !
 1972.3!   +*                                 !!          .   .  0.          !
 1972.4!     *+                               !!          .  0.   .          !
 1973.1!    * +                               !!          .0  .   .          !
 1973.2! *   +                                !!         0.   .   .          !
 1973.3!  + *                                 !!          .   .  0.          !
 1973.4!*    +                                !!        0 .   .   .          !
 1974.1!+    *                                !!          .   .   . 0        !
 1974.2!     *+                               !!          .  0.   .          !
 1974.3!      +  *                            !!          .   .   0          !
 1974.4!         + *                          !!          .   .  0.          !
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 1976.1!     *     +                          !!      0   .   .   .          !
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 1976.3!      +   *                           !!          .   .   .0         !
 1976.4!        * +                           !!          .0  .   .          !
 1977.1!     *  +                             !!          .0  .   .          !
 1977.2!     *+                               !!          .  0.   .          !
 1977.3!      +     *                         !!          .   .   .    0     !
 1977.4!            +                         !!          .   0   .          !
 1978.1!            +   *                     !!          .   .   . 0        !
 1978.2!                +*                    !!          .   . 0 .          !
 1978.3!                 +                    !!          .   0   .          !
 1978.4!             *   +                    !!        0 .   .   .          !
 1979.1!             +  *                     !!          .   .   0          !
 1979.2!                + *                   !!          .   . 0 .          !
 1979.3!                  + *                 !!          .   .  0.          !
 1979.4!                    +                 !!          .  0.   .          !
 1980.1!                    +      *          !!          .   .   .    0     !
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 1980.3!                          +*          !!          .   .0  .          !
 1980.4!                           +*         !!          .   . 0 .          !
 1981.1!                      *     +         !!      0   .   .   .          !
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 1982.2!                      +  *            !!          .   .   .0         !
 1982.3!                         +   *        !!          .   .   . 0        !
 1982.4!                             +        !!          .   0   .          !
 1983.1!                            + *       !!          .   .  0.          !
 1983.2!                              +       !!          .   .0  .          !
 1983.3!                           *  +       !!          .0  .   .          !
 1983.4!                       *   +          !!         0.   .   .          !
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 1987.3!                    +                 !!          .   0   .          !
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 1988.3!                      +*              !!          .   . 0 .          !
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 1989.1!                   *    +             !!        0 .   .   .          !
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 1989.3!                     +  *             !!          .   .   0          !
 1989.4!                     *  +             !!          0   .   .          !
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 1990.4!                        * +           !!          0   .   .          !
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 1991.4!                          * +         !!          . 0 .   .          !
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 1992.4!                             + *      !!          .   .  0.          !
 1993.1!                              +     * !!          .   .   .   0      !
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 1995.3!                             +   *    !!          .   .   . 0        !
 1995.4!                             *  +     !!          .0  .   .          !
 1996.1!                         *   +        !!         0.   .   .          !
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 1996.3!                             +   *    !!          .   .   .0         !
 1996.4!                              *+      !!          . 0 .   .          !
 1997.1!                             + *      !!          .   . 0 .          !
 1997.2!                            * +       !!          . 0 .   .          !
 1997.3!                            +    *    !!          .   .   . 0        !
 1997.4!                                +     *!          .   .   .    0     !
 1998.1!                                  *  +!!          0   .   .          !
 1998.2!                             *   +    !!         0.   .   .          !
 1998.3!                            +         !!          .   0   .          !
 1998.4!                       *    +         !!        0 .   .   .          !
 1999.1!                      *+              !!          .  0.   .          !
 1999.2!                      +     *         !!          .   .   .   0      !
 1999.3!                           *+         !!          . 0 .   .          !
 1999.4!                          +           !!          .   0   .          !
 2000.1!                          + *         !!          .   .  0.          !
 2000.2!                          * +         !!          .0  .   .          !
 2000.3!                        * +           !!          . 0 .   .          !
 2000.4!                        +  *          !!          .   .   0          !
 2001.1!                         * +          !!          . 0 .   .          !
 2001.2!                         +            !!          .  0.   .          !
 2001.3!                         +     *      !!          .   .   .    0     !
 2001.4!                          *   +       !!        0 .   .   .          !
 2002.1!                          + *         !!          .   . 0 .          !
 2002.2!                           +*         !!          .   . 0 .          !
 2002.3!                            +         !!          .   0   .          !
 2002.4!                           +     *    !!          .   .   .    0     !
 2003.1!                           *    +     !!       0  .   .   .          !
 2003.2!                        * +           !!          .0  .   .          !
 2003.3!                        +             !!          .   0   .          !
 2003.4!                    *  +              !!         0.   .   .          !
 2004.1!                    +   *             !!          .   .   . 0        !
 2004.2!                   *    +             !!       0  .   .   .          !
 2004.3!                   + *                !!          .   .  0.          !
 2004.4!                *   +                 !!        0 .   .   .          !
 2005.1!                 + *                  !!          .   .   0          !
 2005.2!                   +  *               !!          .   .   0          !
 2005.3!                   *  +               !!          0   .   .          !
 2005.4!                 * +                  !!          .0  .   .          !
 2006.1!                  +                   !!          .   0   .          !
 2006.2!                  +                   !!          .   0   .          !
 2006.3!                  +                   !!          .   0   .          !
 2006.4!                * +                   !!          .0  .   .          !
 2007.1!                +                     !!          .   0   .          !
 2007.2!                +*                    !!          .   .0  .          !
 2007.3!                * +                   !!          . 0 .   .          !
 2007.4!             *   +                    !!         0.   .   .          !
 2008.1!              +                       !!          .   0   .          !
 2008.2!               +   *                  !!          .   .   . 0        !
 2008.3!                *  +                  !!          0   .   .          !
 2008.4!                 +                    !!          .   .0  .          !
 2009.1!                 +    *               !!          .   .   .  0       !
 2009.2!                  *   +               !!         0.   .   .          !
 2009.3!                  *+                  !!          .  0.   .          !
 2009.4!               *  +                   !!          0   .   .          !
 2010.1!              * +                     !!          . 0 .   .          !
 2010.2!             * +                      !!          .0  .   .          !
 2010.3!              + *                     !!          .   .  0.          !
 2010.4!            *    +                    !!       0  .   .   .          !
 2011.1!           * +                        !!          . 0 .   .          !
 2011.2!            *+                        !!          .  0.   .          !
 2011.3!            *+                        !!          .  0.   .          !
 2011.4!            *+                        !!          . 0 .   .          !
 2012.1!          *  +                        !!          .0  .   .          !
 2012.2!        *   +                         !!         0.   .   .          !
 2012.3!         + *                          !!          .   . 0 .          !
 2012.4!          * +                         !!          .0  .   .          !


     29.79 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOGE=NOPX$Q/GEPMM;                                                     
 GENR LAANOGE=LOG(AANOGE+.00001);                                             
 GENR LANOGE=LOG(ANOGE+.00001);                                               
 LHS AANOGE=EXP(LAANOGE)-.00001;                                              
  EQ  301 LAANOGE C LANOGE(-1) PNOGE;                                         
EQUATION 478  LAANOGE  
   RHS     C  LANOGE(-1)  PNOGE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  478 PLOT=0;END;                                                     

Equation number =  478
**********************

Dependent variable = LAANOGE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.960434414

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.393477287       0.126340316  -3.11442     1.000000
11843 LANOGE  ( -1)       0.891003754       0.033567979  26.54326    -3.959633
11841 PNOGE   (  0)      -0.045386900       0.041090383  -1.10456     0.857271

SE of equation            =     0.112363574
Sum of squared residuals  =  2.33573095      -0.231805686E-10
Average absolute error    =     0.085443874
Sum of ABS residuals      =  16.0634483    
R squared                 =   0.81376
Durbin-Watson statistic   =   2.24781
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!           *     +                    !!        0 .   .   .          !
 1966.2!            +   *                     !!          .   .   0          !
 1966.3!                +                     !!          .   .0  .          !
 1966.4!             *   +                    !!          .0  .   .          !
 1967.1!            * +                       !!          . 0 .   .          !
 1967.2!             +  *                     !!          .   .  0.          !
 1967.3!                +*                    !!          .   .0  .          !
 1967.4!                 +   *                !!          .   .   0          !
 1968.1!                  * +                 !!          . 0 .   .          !
 1968.2!                  +                   !!          .   0   .          !
 1968.3!                 *+                   !!          .  0.   .          !
 1968.4!                 + *                  !!          .   . 0 .          !
 1969.1!                   +  *               !!          .   .  0.          !
 1969.2!                   * +                !!          .0  .   .          !
 1969.3!                   +                  !!          .   .0  .          !
 1969.4!                   + *                !!          .   . 0 .          !
 1970.1!                     +      *         !!          .   .   .   0      !
 1970.2!                            +         !!          .   .0  .          !
 1970.3!                           +*         !!          .   0   .          !
 1970.4!                    *      +          !!       0  .   .   .          !
 1971.1!                    +                 !!          .   0   .          !
 1971.2!                  * +                 !!          . 0 .   .          !
 1971.3!                  +*                  !!          .   .0  .          !
 1971.4!              *    +                  !!         0.   .   .          !
 1972.1!              *+                      !!          .  0.   .          !
 1972.2!              +  *                    !!          .   .  0.          !
 1972.3!                *+                    !!          . 0 .   .          !
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 1973.1!               +                      !!          .  0.   .          !
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 1973.3!     *       +                        !!      0   .   .   .          !
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 1974.1!         + *                          !!          .   . 0 .          !
 1974.2!       *   +                          !!          0   .   .          !
 1974.3!        +*                            !!          .   .0  .          !
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 1976.3!   *     +                            !!        0 .   .   .          !
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 1977.3!*   +                                 !!          0   .   .          !
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 1980.4!                     +            *   !!          .   .   .         0!
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 1985.4!                             +  *     !!          .   . 0 .          !
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 1986.3!                               +      *!          .   .   .  0       !
 1986.4!                                   *+ !!          .  0.   .          !
 1987.1!                            *     +   !!        0 .   .   .          !
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 1987.3!                         *   +        !!         0.   .   .          !
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 1988.1!                    *        +        !!     0    .   .   .          !
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 1989.3!                  * +                 !!          . 0 .   .          !
 1989.4!                  +*                  !!          .   0   .          !
 1990.1!                   +*                 !!          .   . 0 .          !
 1990.2!                  * +                 !!          . 0 .   .          !
 1990.3!                   +                  !!          .   0   .          !
 1990.4!           *       +                  !!      0   .   .   .          !
 1991.1!            +  *                      !!          .   .  0.          !
 1991.2!              * +                     !!          .  0.   .          !
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 1992.1!                +      *              !!          .   .   .  0       !
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 1992.3!                      *  +            !!          .0  .   .          !
 1992.4!                      +               !!          .   0   .          !
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 1993.3!                     *  +             !!          0   .   .          !
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 1994.3!                       * +            !!          . 0 .   .          !
 1994.4!                       +*             !!          .   .0  .          !
 1995.1!                        +             !!          .   0   .          !
 1995.2!                  *     +             !!        0 .   .   .          !
 1995.3!                   +*                 !!          .   .0  .          !
 1995.4!                    +    *            !!          .   .   .0         !
 1996.1!                         +            !!          .   0   .          !
 1996.2!                        +             !!          .  0.   .          !
 1996.3!                       +*             !!          .   .0  .          !
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 1997.2!                   * +                !!          .  0.   .          !
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 1997.4!                   + *                !!          .   . 0 .          !
 1998.1!                     +  *             !!          .   .  0.          !
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 1998.4!                       + *            !!          .   . 0 .          !
 1999.1!                         +            !!          .   0   .          !
 1999.2!                     *  +             !!          .0  .   .          !
 1999.3!                  *  +                !!          0   .   .          !
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 2000.1!             *    +                   !!         0.   .   .          !
 2000.2!         *    +                       !!         0.   .   .          !
 2000.3!          +*                          !!          .   .0  .          !
 2000.4!            + *                       !!          .   . 0 .          !
 2001.1!               +   *                  !!          .   .   0          !
 2001.2!                 * +                  !!          .  0.   .          !
 2001.3!                 +    *               !!          .   .   .0         !
 2001.4!                      +   *           !!          .   .   0          !
 2002.1!                        *+            !!          .  0.   .          !
 2002.2!                       +   *          !!          .   .   0          !
 2002.3!                       *  +           !!          0   .   .          !
 2002.4!                       + *            !!          .   .  0.          !
 2003.1!                      *  +            !!          .0  .   .          !
 2003.2!                      +    *          !!          .   .   .0         !
 2003.3!                       *  +           !!          .0  .   .          !
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 2004.3!                   *    +             !!         0.   .   .          !
 2004.4!                  *+                  !!          .  0.   .          !
 2005.1!                  +*                  !!          .   .0  .          !
 2005.2!                *  +                  !!          .0  .   .          !
 2005.3!                +*                    !!          .   .0  .          !
 2005.4!                 +    *               !!          .   .   .0         !
 2006.1!                 *   +                !!          0   .   .          !
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 2006.3!            * +                       !!          . 0 .   .          !
 2006.4!            +  *                      !!          .   .  0.          !
 2007.1!               +                      !!          .   0   .          !
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 2007.3!         *    +                       !!         0.   .   .          !
 2007.4!         +     *                      !!          .   .   . 0        !
 2008.1!             * +                      !!          . 0 .   .          !
 2008.2!            +*                        !!          .   0   .          !
 2008.3!        *    +                        !!         0.   .   .          !
 2008.4!        +         *                   !!          .   .   .    0     !
 2009.1!                 +    *               !!          .   .   .0         !
 2009.2!                    * +               !!          . 0 .   .          !
 2009.3!                *  +                  !!          .0  .   .          !
 2009.4!          *     +                     !!        0 .   .   .          !
 2010.1!           +                          !!          .   0   .          !
 2010.2!          * +                         !!          . 0 .   .          !
 2010.3!      *   +                           !!          0   .   .          !
 2010.4!       + *                            !!          .   . 0 .          !
 2011.1!     *    +                           !!         0.   .   .          !
 2011.2! *    +                               !!         0.   .   .          !
 2011.3!  + *                                 !!          .   . 0 .          !
 2011.4!     +  *                             !!          .   .   0          !
 2012.1!        +*                            !!          .   .0  .          !
 2012.2!         +  *                         !!          .   . 0 .          !
 2012.3!            +                         !!          .   0   .          !
 2012.4!            +                         !!          .   0   .          !


     27.66 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ   302 LAASWGE C LASWGE(-1) PSWGE;SMPL 1966.1 2012.4;OLS;EST  302 PLOT=0;EN
@EQ   303 LAAGRGE C LAGRGE(-1) PGRGE;SMPL 1966.1 2012.4;OLS;EST  303 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRGE=IRPX$Q/GEPMM;                                                     
 GENR LAAIRGE=LOG(AAIRGE+.00001);                                             
 GENR LAIRGE=LOG(AIRGE+.00001);                                               
 LHS AAIRGE=EXP(LAAIRGE)-.00001;                                              
  EQ  304 LAAIRGE C LAIRGE(-1) PIRGE;                                         
EQUATION 479  LAAIRGE  
   RHS     C  LAIRGE(-1)  PIRGE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  479 PLOT=0;END;                                                     

Equation number =  479
**********************

Dependent variable = LAAIRGE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.092831215

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.002238669       0.081312609   0.02753     1.000000
11846 LAIRGE  ( -1)       0.966961870       0.017532022  55.15404    -5.100731
11844 PIRGE   (  0)      -0.138061760       0.100837072  -1.36916     1.179600

SE of equation            =     0.147871504
Sum of squared residuals  =  4.04520659      -0.167656999E-10
Average absolute error    =     0.107851243
Sum of ABS residuals      =  20.2760337    
R squared                 =   0.97380
Durbin-Watson statistic   =   2.44578
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!        *  +                          !!       0   .  .  .           !
 1966.2!      * +                             !!           .0 .  .           !
 1966.3!    *  +                              !!        0  .  .  .           !
 1966.4! *  +                                 !!       0   .  .  .           !
 1967.1! +                                    !!           .  .0 .           !
 1967.2! + *                                  !!           .  .  .0          !
 1967.3! *  +                                 !!        0  .  .  .           !
 1967.4! +                                    !!           .  0  .           !
 1968.1* +                                    !!         0 .  .  .           !
 1968.2+*                                     !!           .  . 0.           !
 1968.3!*+                                    !!           . 0.  .           !
 1968.4! + *                                  !!           .  .  .0          !
 1969.1! *  +                                 !!          0.  .  .           !
 1969.2!  + *                                 !!           .  .  .0          !
 1969.3*    +                                 !!    0      .  .  .           !
 1969.4!+  *                                  !!           .  .  .  0        !
 1970.1!   +                                  !!           . 0.  .           !
 1970.2!  *+                                  !!           0  .  .           !
 1970.3!  *+                                  !!           . 0.  .           !
 1970.4!   +                                  !!           .  0  .           !
 1971.1!   +                                  !!           . 0.  .           !
 1971.2!  * +                                 !!           0  .  .           !
 1971.3!*  +                                  !!        0  .  .  .           !
 1971.4!+ *                                   !!           .  .  .0          !
 1972.1!  +                                   !!           . 0.  .           !
 1972.2!  + *                                 !!           .  .  .0          !
 1972.3!     +      *                         !!           .  .  .           0
 1972.4!         *   +                        !!       0   .  .  .           !
 1973.1!         +*                           !!           .  . 0.           !
 1973.2!          + *                         !!           .  .  0           !
 1973.3!        *   +                         !!       0   .  .  .           !
 1973.4!        + *                           !!           .  .  0           !
 1974.1!          +*                          !!           .  .  0           !
 1974.2!          * +                         !!           .0 .  .           !
 1974.3!        *  +                          !!         0 .  .  .           !
 1974.4!         +    *                       !!           .  .  .      0    !
 1975.1!              +*                      !!           .  . 0.           !
 1975.2!             * +                      !!           0  .  .           !
 1975.3!             +  *                     !!           .  .  .  0        !
 1975.4!                + *                   !!           .  . 0.           !
 1976.1!               *  +                   !!        0  .  .  .           !
 1976.2!              *+                      !!           . 0.  .           !
 1976.3!              +                       !!           . 0.  .           !
 1976.4!              +  *                    !!           .  .  . 0         !
 1977.1!                *+                    !!           0  .  .           !
 1977.2!                +                     !!           .  .0 .           !
 1977.3!                +                     !!           . 0.  .           !
 1977.4!                + *                   !!           .  .  .0          !
 1978.1!                 *+                   !!           .0 .  .           !
 1978.2!                 +*                   !!           .  .0 .           !
 1978.3!                 *+                   !!           .0 .  .           !
 1978.4!                 +*                   !!           .  .0 .           !
 1979.1!                  +                   !!           .  0  .           !
 1979.2!                  +*                  !!           .  .  0           !
 1979.3!                 *  +                 !!          0.  .  .           !
 1979.4!                  +                   !!           .  .0 .           !
 1980.1!                  + *                 !!           .  .  0           !
 1980.2!                   *+                 !!           .0 .  .           !
 1980.3!                   +*                 !!           .  . 0.           !
 1980.4!                    +*                !!           .  .0 .           !
 1981.1!                    *+                !!           .0 .  .           !
 1981.2!                   *+                 !!           .0 .  .           !
 1981.3!                   +                  !!           .0 .  .           !
 1981.4!                   +*                 !!           .  .  0           !
 1982.1!                    +                 !!           .  0  .           !
 1982.2!                    +                 !!           .  0  .           !
 1982.3!                    +                 !!           . 0.  .           !
 1982.4!                    +*                !!           .  .  .0          !
 1983.1!                     +                !!           . 0.  .           !
 1983.2!                     +*               !!           .  .0 .           !
 1983.3!                     *+               !!           .  0  .           !
 1983.4!                     + *              !!           .  . 0.           !
 1984.1!                       +              !!           .  0  .           !
 1984.2!                       +*             !!           .  . 0.           !
 1984.3!                      * +             !!           .0 .  .           !
 1984.4!                       +*             !!           .  .  .0          !
 1985.1!                        +*            !!           .  0  .           !
 1985.2!                        *+            !!           .0 .  .           !
 1985.3!                      * +             !!           0  .  .           !
 1985.4!                      + *             !!           .  .  0           !
 1986.1!                       +*             !!           .  0  .           !
 1986.2!                       +              !!           . 0.  .           !
 1986.3!                      *+              !!           .0 .  .           !
 1986.4!                      +  *            !!           .  .  .  0        !
 1987.1!                         +            !!           .  .0 .           !
 1987.2!                        *+            !!           . 0.  .           !
 1987.3!                        +             !!           .  0  .           !
 1987.4!                        +*            !!           .  . 0.           !
 1988.1!                        *+            !!           .0 .  .           !
 1988.2!                        +*            !!           .  . 0.           !
 1988.3!                         +            !!           . 0.  .           !
 1988.4!                         +*           !!           .  . 0.           !
 1989.1!                         +            !!           . 0.  .           !
 1989.2!                         +            !!           .  .0 .           !
 1989.3!                         +            !!           .  0  .           !
 1989.4!                         +*           !!           .  . 0.           !
 1990.1!                          +           !!           .  0  .           !
 1990.2!                         +            !!           . 0.  .           !
 1990.3!                        *+            !!           . 0.  .           !
 1990.4!                         +*           !!           .  . 0.           !
 1991.1!                         *+           !!           . 0.  .           !
 1991.2!                         +            !!           .  0  .           !
 1991.3!                         +            !!           .  0  .           !
 1991.4!                         +*           !!           .  .  0           !
 1992.1!                          +           !!           . 0.  .           !
 1992.2!                          +           !!           .  .0 .           !
 1992.3!                          +           !!           .  0  .           !
 1992.4!                          + *         !!           .  .  0           !
 1993.1!                            +         !!           .  . 0.           !
 1993.2!                            +         !!           .  0  .           !
 1993.3!                            +         !!           .  0  .           !
 1993.4!                            + *       !!           .  .  0           !
 1994.1!                             *+       !!           . 0.  .           !
 1994.2!                             +*       !!           .  .0 .           !
 1994.3!                             +        !!           .  0  .           !
 1994.4!                             + *      !!           .  .  0           !
 1995.1!                               +      !!           .  0  .           !
 1995.2!                              *+      !!           . 0.  .           !
 1995.3!                              +       !!           .  0  .           !
 1995.4!                              + *     !!           .  .  .0          !
 1996.1!                                +     !!           . 0.  .           !
 1996.2!                               *+     !!           . 0.  .           !
 1996.3!                             * +      !!           0  .  .           !
 1996.4!                             + *      !!           .  .  .0          !
 1997.1!                               +      !!           . 0.  .           !
 1997.2!                              +*      !!           .  0  .           !
 1997.3!                              +*      !!           .  .0 .           !
 1997.4!                               + *    !!           .  .  .  0        !
 1998.1!                                 +    !!           .  0  .           !
 1998.2!                                 +    *!           .  .  .      0    !
 1998.3!                                    * +!          0.  .  .           !
 1998.4!                                   +* !!           .  .0 .           !
 1999.1!                                 *  + !!         0 .  .  .           !
 1999.2!                                 +*   !!           .  . 0.           !
 1999.3!                                 +    !!           . 0.  .           !
 1999.4!                                 +  * !!           .  .  .  0        !
 2000.1!                                  *+  !!           0  .  .           !
 2000.2!                                 *+   !!           .  0  .           !
 2000.3!                                 +*   !!           .  .0 .           !
 2000.4!                                  + * !!           .  .  . 0         !
 2001.1!                                    +*!!           .  . 0.           !
 2001.2!                                    *+!!           .0 .  .           !
 2001.3!                                   + *!!           .  .  0           !
 2001.4!                                  * + !!          0.  .  .           !
 2002.1!                               *  +   !!        0  .  .  .           !
 2002.2!                              *+      !!           0  .  .           !
 2002.3!                             *+       !!           . 0.  .           !
 2002.4!                             +*       !!           .  . 0.           !
 2003.1!                              +       !!           .  .0 .           !
 2003.2!                              +*      !!           .  .0 .           !
 2003.3!                              *+      !!           . 0.  .           !
 2003.4!                              +*      !!           .  . 0.           !
 2004.1!                              *+      !!           . 0.  .           !
 2004.2!                              +       !!           . 0.  .           !
 2004.3!                            * +       !!           0  .  .           !
 2004.4!                            + *       !!           .  .  .0          !
 2005.1!                             *+       !!           .0 .  .           !
 2005.2!                             *+       !!           .  0  .           !
 2005.3!                            * +       !!           0  .  .           !
 2005.4!                            +*        !!           .  . 0.           !
 2006.1!                             *+       !!           . 0.  .           !
 2006.2!                             +        !!           . 0.  .           !
 2006.3!                            *+        !!           .0 .  .           !
 2006.4!                            +*        !!           .  .0 .           !
 2007.1!                             +        !!           .  0  .           !
 2007.2!                            *+        !!           . 0.  .           !
 2007.3!                           *+         !!           .0 .  .           !
 2007.4!                            +         !!           .  .0 .           !
 2008.1!                           *+         !!           .0 .  .           !
 2008.2!                           *+         !!           . 0.  .           !
 2008.3!                          * +         !!           0  .  .           !
 2008.4!                           +          !!           .  .0 .           !
 2009.1!                           + *        !!           .  . 0.           !
 2009.2!                             +        !!           .  0  .           !
 2009.3!                           * +        !!           0  .  .           !
 2009.4!                            +*        !!           .  .  0           !
 2010.1!                            * +       !!          0.  .  .           !
 2010.2!                           *+         !!           .0 .  .           !
 2010.3!                           +          !!           .  0  .           !
 2010.4!                            +         !!           .  .0 .           !
 2011.1!                            +         !!           . 0.  .           !
 2011.2!                            +         !!           . 0.  .           !
 2011.3!                         *  +         !!        0  .  .  .           !
 2011.4!                          +*          !!           .  .0 .           !
 2012.1!                           +*         !!           .  .0 .           !
 2012.2!                            +*        !!           .  . 0.           !
 2012.3!                             +*       !!           .  . 0.           !
 2012.4!                            * +       !!         0 .  .  .           !


     25.53 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOGE=POPX$Q/GEPMM;                                                     
 GENR LAAPOGE=LOG(AAPOGE+.00001);                                             
 GENR LAPOGE=LOG(APOGE+.00001);                                               
 LHS AAPOGE=EXP(LAAPOGE)-.00001;                                              
  EQ  305 LAAPOGE C LAPOGE(-1) PPOGE;                                         
EQUATION 480  LAAPOGE  
   RHS     C  LAPOGE(-1)  PPOGE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  480 PLOT=0;END;                                                     

Equation number =  480
**********************

Dependent variable = LAAPOGE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.266074416

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.088757660       0.075875448  -1.16978     1.000000
11849 LAPOGE  ( -1)       0.953437643       0.020387901  46.76487    -5.271562
11847 PPOGE   (  0)      -0.127427119       0.074597125  -1.70820     1.186649

SE of equation            =     0.119223199
Sum of squared residuals  =  2.62962167      -0.369526632E-10
Average absolute error    =     0.092306951
Sum of ABS residuals      =  17.3537068    
R squared                 =   0.96282
Durbin-Watson statistic   =   2.58762
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!   *    +                             !!    0    .    .    .         !
 1966.2!   +*                                 !!         .    . 0  .         !
 1966.3!*   +                                 !!     0   .    .    .         !
 1966.4!+  *                                  !!         .    .    .0        !
 1967.1!*  +                                  !!       0 .    .    .         !
 1967.2!+  *                                  !!         .    .    .0        !
 1967.3!  *+                                  !!         .   0.    .         !
 1967.4!* +                                   !!         .0   .    .         !
 1968.1!*+                                    !!         .  0 .    .         !
 1968.2!+ *                                   !!         .    .   0.         !
 1968.3!* +                                   !!         .0   .    .         !
 1968.4!+*                                    !!         .    . 0  .         !
 1969.1!*+                                    !!         .0   .    .         !
 1969.2!+   *                                 !!         .    .    .   0     !
 1969.3!*   +                                 !!    0    .    .    .         !
 1969.4!+  *                                  !!         .    .    . 0       !
 1970.1!  *+                                  !!         .  0 .    .         !
 1970.2!   +*                                 !!         .    .   0.         !
 1970.3!  *  +                                !!        0.    .    .         !
 1970.4*   +                                  !!     0   .    .    .         !
 1971.1+  *                                   !!         .    .    0         !
 1971.2!  +                                   !!         .   0.    .         !
 1971.3!  *+                                  !!         .  0 .    .         !
 1971.4*  +                                   !!       0 .    .    .         !
 1972.1!+  *                                  !!         .    .    .  0      !
 1972.2!    +*                                !!         .    . 0  .         !
 1972.3!      + *                             !!         .    .    .0        !
 1972.4!      *  +                            !!        0.    .    .         !
 1973.1!    *  +                              !!       0 .    .    .         !
 1973.2!     +  *                             !!         .    .    . 0       !
 1973.3!        + *                           !!         .    .    0         !
 1973.4!      *    +                          !!   0     .    .    .         !
 1974.1!      +     *                         !!         .    .    .       0 !
 1974.2!     *      +                         !0         .    .    .         !
 1974.3!      +                               !!         .    0    .         !
 1974.4!      +     *                         !!         .    .    .       0 !
 1975.1!            +  *                      !!         .    .    0         !
 1975.2!         *     +                      !! 0       .    .    .         !
 1975.3!      *   +                           !!       0 .    .    .         !
 1975.4!     * +                              !!         0    .    .         !
 1976.1!     +  *                             !!         .    .    .0        !
 1976.2!       *+                             !!         . 0  .    .         !
 1976.3!    *  +                              !!      0  .    .    .         !
 1976.4!  * +                                 !!         0    .    .         !
 1977.1!   +    *                             !!         .    .    .      0  !
 1977.2!      *  +                            !!         0    .    .         !
 1977.3!       +*                             !!         .    . 0  .         !
 1977.4!       *+                             !!         . 0  .    .         !
 1978.1!        +  *                          !!         .    .    .  0      !
 1978.2!            +                         !!         .   0.    .         !
 1978.3!          *  +                        !!         0    .    .         !
 1978.4!           +                          !!         .    0    .         !
 1979.1!            +                         !!         .    .0   .         !
 1979.2!             +                        !!         .    0    .         !
 1979.3!              +                       !!         .   0.    .         !
 1979.4!              +*                      !!         .    0    .         !
 1980.1!               + *                    !!         .    .    0         !
 1980.2!                 *+                   !!         .   0.    .         !
 1980.3!                  +*                  !!         .    . 0  .         !
 1980.4!                  * +                 !!         . 0  .    .         !
 1981.1!            *      +                  !0         .    .    .         !
 1981.2!            *+                        !!         .    0    .         !
 1981.3!           *+                         !!         . 0  .    .         !
 1981.4!            + *                       !!         .    .    .0        !
 1982.1!             *+                       !!         . 0  .    .         !
 1982.2!             +                        !!         .   0.    .         !
 1982.3!             +*                       !!         .    . 0  .         !
 1982.4!              +                       !!         .    .0   .         !
 1983.1!              + *                     !!         .    .  0 .         !
 1983.2!               *+                     !!         .  0 .    .         !
 1983.3!              *+                      !!         .  0 .    .         !
 1983.4!              +*                      !!         .    .  0 .         !
 1984.1!               + *                    !!         .    .    0         !
 1984.2!                +*                    !!         .    .0   .         !
 1984.3!                *+                    !!         .   0.    .         !
 1984.4!                +                     !!         .    .0   .         !
 1985.1!                +                     !!         .    . 0  .         !
 1985.2!                +                     !!         .   0.    .         !
 1985.3!                + *                   !!         .    .    . 0       !
 1985.4!                  +*                  !!         .    . 0  .         !
 1986.1!                   +                  !!         .    0    .         !
 1986.2!                   +                  !!         .    .0   .         !
 1986.3!                   +  *               !!         .    .    0         !
 1986.4!                      +*              !!         .    .  0 .         !
 1987.1!                       +              !!         .    .0   .         !
 1987.2!                        + *           !!         .    .   0.         !
 1987.3!                         +            !!         .   0.    .         !
 1987.4!                         +*           !!         .    . 0  .         !
 1988.1!                         *+           !!         .  0 .    .         !
 1988.2!                         +            !!         .   0.    .         !
 1988.3!                       *+             !!         .0   .    .         !
 1988.4!                       +  *           !!         .    .    .  0      !
 1989.1!                          +           !!         .   0.    .         !
 1989.2!                          + *         !!         .    .   0.         !
 1989.3!                          * +         !!         . 0  .    .         !
 1989.4!                          +  *        !!         .    .    . 0       !
 1990.1!                             +*       !!         .    . 0  .         !
 1990.2!                              +       !!         .    0    .         !
 1990.3!                              +       !!         .    .0   .         !
 1990.4!                              + *     !!         .    .   0.         !
 1991.1!                               *+     !!         .  0 .    .         !
 1991.2!                               +*     !!         .    .  0 .         !
 1991.3!                             *  +     !!       0 .    .    .         !
 1991.4!                             + *      !!         .    .   0.         !
 1992.1!                               +*     !!         .    .  0 .         !
 1992.2!                             *  +     !!        0.    .    .         !
 1992.3!                             +    *   !!         .    .    .    0    !
 1992.4!                                 *+   !!         .   0.    .         !
 1993.1!                              *  +    !!        0.    .    .         !
 1993.2!                            * +       !!         .0   .    .         !
 1993.3!                            + *       !!         .    .    0         !
 1993.4!                              +       !!         .    0    .         !
 1994.1!                             *+       !!         .  0 .    .         !
 1994.2!                            + *       !!         .    .  0 .         !
 1994.3!                              + *     !!         .    .    0         !
 1994.4!                              * +     !!         . 0  .    .         !
 1995.1!                              +   *   !!         .    .    .  0      !
 1995.2!                                 +    !!         .   0.    .         !
 1995.3!                                 + *  !!         .    .    .0        !
 1995.4!                                   +  *!         .    .    . 0       !
 1996.1!                                    *+!!         . 0  .    .         !
 1996.2!                                    + *!         .    .    0         !
 1996.3!                                 *    +!   0     .    .    .         !
 1996.4!                                 +*   !!         .    . 0  .         !
 1997.1!                                 +    !!         .    .0   .         !
 1997.2!                                 + *  !!         .    .   0.         !
 1997.3!                                * +   !!         0    .    .         !
 1997.4!                                +*    !!         .    .   0.         !
 1998.1!                               * +    !!         . 0  .    .         !
 1998.2!                               + *    !!         .    .    .0        !
 1998.3!                                *+    !!         . 0  .    .         !
 1998.4!                                + *   !!         .    .    .0        !
 1999.1!                                  +   !!         .    .0   .         !
 1999.2!                                * +   !!         . 0  .    .         !
 1999.3!                               *+     !!         . 0  .    .         !
 1999.4!                              +*      !!         .    . 0  .         !
 2000.1!                             * +      !!         . 0  .    .         !
 2000.2!                            *+        !!         . 0  .    .         !
 2000.3!                           +*         !!         .    .0   .         !
 2000.4!                         * +          !!         .0   .    .         !
 2001.1!                         +    *       !!         .    .    .     0   !
 2001.2!                             +        !!         .  0 .    .         !
 2001.3!                            +         !!         .    0    .         !
 2001.4!                            + *       !!         .    .    0         !
 2002.1!                             +        !!         .   0.    .         !
 2002.2!                             + *      !!         .    .   0.         !
 2002.3!                              +       !!         .    0    .         !
 2002.4!                              +*      !!         .    .  0 .         !
 2003.1!                             * +      !!         0    .    .         !
 2003.2!                            +*        !!         .    . 0  .         !
 2003.3!                            *+        !!         .  0 .    .         !
 2003.4!                            +*        !!         .    .0   .         !
 2004.1!                            *+        !!         .   0.    .         !
 2004.2!                           *+         !!         . 0  .    .         !
 2004.3!                          *+          !!         .  0 .    .         !
 2004.4!                          +*          !!         .    . 0  .         !
 2005.1!                           +          !!         .    0    .         !
 2005.2!                          * +         !!         .0   .    .         !
 2005.3!                         *+           !!         . 0  .    .         !
 2005.4!                         +            !!         .    .0   .         !
 2006.1!                         +            !!         .   0.    .         !
 2006.2!                         + *          !!         .    .   0.         !
 2006.3!                           +          !!         .   0.    .         !
 2006.4!                           + *        !!         .    .    0         !
 2007.1!                            *+        !!         .  0 .    .         !
 2007.2!                            *+        !!         .  0 .    .         !
 2007.3!                           *+         !!         . 0  .    .         !
 2007.4!                           + *        !!         .    .  0 .         !
 2008.1!                             +        !!         .    0    .         !
 2008.2!                            *+        !!         . 0  .    .         !
 2008.3!                           *+         !!         . 0  .    .         !
 2008.4!                          *+          !!         .  0 .    .         !
 2009.1!                          *+          !!         .  0 .    .         !
 2009.2!                          + *         !!         .    .   0.         !
 2009.3!                           *+         !!         . 0  .    .         !
 2009.4!                           +*         !!         .    .  0 .         !
 2010.1!                           *+         !!         . 0  .    .         !
 2010.2!                         * +          !!         .0   .    .         !
 2010.3!                         +            !!         .    0    .         !
 2010.4!                          + *         !!         .    .    0         !
 2011.1!                            +         !!         .   0.    .         !
 2011.2!                            +         !!         .    .0   .         !
 2011.3!                            *+        !!         .   0.    .         !
 2011.4!                            +         !!         .    0    .         !
 2012.1!                           *+         !!         .  0 .    .         !
 2012.2!                          *+          !!         .  0 .    .         !
 2012.3!                         * +          !!         .0   .    .         !
 2012.4!                         +*           !!         .    .  0 .         !


     27.13 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPGE=SPPX$Q/GEPMM;                                                     
 GENR LAASPGE=LOG(AASPGE+.00001);                                             
 GENR LASPGE=LOG(ASPGE+.00001);                                               
 LHS AASPGE=EXP(LAASPGE)-.00001;                                              
  EQ  306 LAASPGE C LASPGE(-1) PSPGE;                                         
EQUATION 481  LAASPGE  
   RHS     C  LASPGE(-1)  PSPGE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  481 PLOT=0;END;                                                     

Equation number =  481
**********************

Dependent variable = LAASPGE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.973267060

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.397120623       0.109093288  -3.64019     1.000000
11852 LASPGE  ( -1)       0.782160383       0.049405836  15.83134    -3.981708
11850 PSPGE   (  0)      -0.395412216       0.114911820  -3.44101     1.167926

SE of equation            =     0.214267772
Sum of squared residuals  =  8.49347545       0.149347201E-11
Average absolute error    =     0.164703199
Sum of ABS residuals      =  30.9642014    
R squared                 =   0.87599
Durbin-Watson statistic   =   2.43726
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!      *   +                           !!          0   .   .          !
 1966.2!     *+                               !!          .  0.   .          !
 1966.3*     +                                !!       0  .   .   .          !
 1966.4+            *                         !!          .   .   .          0
 1967.1!          +*                          !!          .   .0  .          !
 1967.2!     *    +                           !!        0 .   .   .          !
 1967.3*     +                                !!        0 .   .   .          !
 1967.4! +         *                          !!          .   .   .       0  !
 1968.1!          *+                          !!          .  0.   .          !
 1968.2!     *   +                            !!         0.   .   .          !
 1968.3*     +                                !!       0  .   .   .          !
 1968.4! +           *                        !!          .   .   .         0!
 1969.1!            *+                        !!          .  0.   .          !
 1969.2!      *     +                         !!       0  .   .   .          !
 1969.3!    *  +                              !!          .0  .   .          !
 1969.4!      +      *                        !!          .   .   .  0       !
 1970.1!            +  *                      !!          .   .  0.          !
 1970.2!              * +                     !!          .0  .   .          !
 1970.3!         *     +                      !!      0   .   .   .          !
 1970.4!            +  *                      !!          .   .   0          !
 1971.1!               +  *                   !!          .   .   0          !
 1971.2!               *    +                 !!         0.   .   .          !
 1971.3!             *   +                    !!         0.   .   .          !
 1971.4!               +*                     !!          .   . 0 .          !
 1972.1!                +  *                  !!          .   .  0.          !
 1972.2!              *    +                  !!        0 .   .   .          !
 1972.3!               +                      !!          .  0.   .          !
 1972.4!                + *                   !!          .   . 0 .          !
 1973.1!                   +*                 !!          .   . 0 .          !
 1973.2!              *     +                 !!       0  .   .   .          !
 1973.3!           *   +                      !!          0   .   .          !
 1973.4!            + *                       !!          .   . 0 .          !
 1974.1!              +  *                    !!          .   .   0          !
 1974.2!                 +*                   !!          .   0   .          !
 1974.3!              *   +                   !!         0.   .   .          !
 1974.4!              +   *                   !!          .   .   .0         !
 1975.1!                   +                  !!          .   .0  .          !
 1975.2!                 *  +                 !!          .0  .   .          !
 1975.3!            *    +                    !!        0 .   .   .          !
 1975.4!              +     *                 !!          .   .   . 0        !
 1976.1!                    *+                !!          .  0.   .          !
 1976.2!                *    +                !!        0 .   .   .          !
 1976.3!                *+                    !!          .  0.   .          !
 1976.4!                  +  *                !!          .   .   0          !
 1977.1!                    * +               !!          .0  .   .          !
 1977.2!                 *   +                !!          0   .   .          !
 1977.3!                 *  +                 !!          . 0 .   .          !
 1977.4!                   +  *               !!          .   .  0.          !
 1978.1!                       +*             !!          .   0   .          !
 1978.2!                      *  +            !!          0   .   .          !
 1978.3!                  *     +             !!       0  .   .   .          !
 1978.4!                    + *               !!          .   .  0.          !
 1979.1!                       +*             !!          .   .0  .          !
 1979.2!                      *  +            !!          0   .   .          !
 1979.3!                  *    +              !!         0.   .   .          !
 1979.4!                    +  *              !!          .   .  0.          !
 1980.1!                        +             !!          .   0   .          !
 1980.2!                       * +            !!          . 0 .   .          !
 1980.3!                  *     +             !!      0   .   .   .          !
 1980.4!                    +   *             !!          .   .   0          !
 1981.1!                    *     +           !!       0  .   .   .          !
 1981.2!                    * +               !!          . 0 .   .          !
 1981.3!                    * +               !!          . 0 .   .          !
 1981.4!                      +  *            !!          .   .  0.          !
 1982.1!                       *  +           !!          .0  .   .          !
 1982.2!                    *    +            !!        0 .   .   .          !
 1982.3!                    * +               !!          . 0 .   .          !
 1982.4!                      + *             !!          .   . 0 .          !
 1983.1!                        * +           !!          .0  .   .          !
 1983.2!                         *+           !!          .  0.   .          !
 1983.3!                      *    +          !!         0.   .   .          !
 1983.4!                        +*            !!          .   .0  .          !
 1984.1!                           +          !!          .   .0  .          !
 1984.2!                            +*        !!          .   .0  .          !
 1984.3!                        *     +       !!       0  .   .   .          !
 1984.4!                         + *          !!          .   . 0 .          !
 1985.1!                            +         !!          .   0   .          !
 1985.2!                         *   +        !!          0   .   .          !
 1985.3!                        *  +          !!          .0  .   .          !
 1985.4!                          + *         !!          .   .  0.          !
 1986.1!                          *  +        !!          .0  .   .          !
 1986.2!                           +*         !!          .   .0  .          !
 1986.3!                        *   +         !!        0 .   .   .          !
 1986.4!                         +    *       !!          .   .   . 0        !
 1987.1!                             * +      !!          . 0 .   .          !
 1987.2!                           * +        !!          . 0 .   .          !
 1987.3!                         *  +         !!          .0  .   .          !
 1987.4!                          +  *        !!          .   .   0          !
 1988.1!                             +        !!          .  0.   .          !
 1988.2!                             +        !!          .   0   .          !
 1988.3!                         *   +        !!          0   .   .          !
 1988.4!                          +  *        !!          .   .   0          !
 1989.1!                            *+        !!          .  0.   .          !
 1989.2!                            +         !!          .   0   .          !
 1989.3!                        *   +         !!         0.   .   .          !
 1989.4!                         +      *     !!          .   .   .    0     !
 1990.1!                             * +      !!          .0  .   .          !
 1990.2!                            +*        !!          .   .0  .          !
 1990.3!                           * +        !!          . 0 .   .          !
 1990.4!                           +    *     !!          .   .   . 0        !
 1991.1!                               +*     !!          .   . 0 .          !
 1991.2!                               +*     !!          .   .0  .          !
 1991.3!                            *  +      !!          0   .   .          !
 1991.4!                            +     *   !!          .   .   .  0       !
 1992.1!                                +*    !!          .   .0  .          !
 1992.2!                                +     !!          .   .0  .          !
 1992.3!                            *  +      !!          0   .   .          !
 1992.4!                            +     *   !!          .   .   . 0        !
 1993.1!                           *     +    !!       0  .   .   .          !
 1993.2!                           +        * !!          .   .   .     0    !
 1993.3!                                  *+  !!          .  0.   .          !
 1993.4!                                 +  * !!          .   .   0          !
 1994.1!                                   *+ !!          .   0   .          !
 1994.2!                                   +  !!          .   0   .          !
 1994.3!                                * +   !!          .0  .   .          !
 1994.4!                                +  *  !!          .   .   0          !
 1995.1!                                   +* !!          .   . 0 .          !
 1995.2!                                   +* !!          .   .0  .          !
 1995.3!                                 * +  !!          . 0 .   .          !
 1995.4!                                 +    *!          .   .   . 0        !
 1996.1!                                    +*!!          .   .0  .          !
 1996.2!                                    + *!          .   . 0 .          !
 1996.3!                                  * + !!          .0  .   .          !
 1996.4!                                 +    *!          .   .   .0         !
 1997.1!                                    + !!          .   0   .          !
 1997.2!                                   +  *!          .   . 0 .          !
 1997.3!                                   * +!!          .  0.   .          !
 1997.4!                                   +  *!          .   .   0          !
 1998.1!                                     +*!          .   .0  .          !
 1998.2!                                    + *!          .   . 0 .          !
 1998.3!                                   *+ !!          . 0 .   .          !
 1998.4!                                  +  *!!          .   .  0.          !
 1999.1!                                    +*!!          .   .0  .          !
 1999.2!                                    + !!          .   0   .          !
 1999.3!                                 * +  !!          .0  .   .          !
 1999.4!                                 +  * !!          .   .   0          !
 2000.1!                                    +*!!          .   . 0 .          !
 2000.2!                                    + !!          .   0   .          !
 2000.3!                                *   + !!          0   .   .          !
 2000.4!                                 +  * !!          .   .  0.          !
 2001.1!                                   +* !!          .   .0  .          !
 2001.2!                                   +  !!          .   0   .          !
 2001.3!                                *  +  !!          0   .   .          !
 2001.4!                                +  *  !!          .   .   0          !
 2002.1!                                   +* !!          .   . 0 .          !
 2002.2!                                   *+ !!          .  0.   .          !
 2002.3!                                 *+   !!          . 0 .   .          !
 2002.4!                                 +  * !!          .   .   0          !
 2003.1!                                   + *!!          .   . 0 .          !
 2003.2!                                    +*!!          .   . 0 .          !
 2003.3!                                   *+ !!          . 0 .   .          !
 2003.4!                                  +  *!!          .   .  0.          !
 2004.1!                                   + *!!          .   . 0 .          !
 2004.2!                                    + !!          .   .0  .          !
 2004.3!                                  *+  !!          . 0 .   .          !
 2004.4!                                 + *  !!          .   . 0 .          !
 2005.1!                                  +  *!!          .   .  0.          !
 2005.2!                                   +  !!          .   0   .          !
 2005.3!                                 * +  !!          . 0 .   .          !
 2005.4!                                 +*   !!          .   . 0 .          !
 2006.1!                                  +*  !!          .   .0  .          !
 2006.2!                                  +   !!          .   0   .          !
 2006.3!                                *+    !!          . 0 .   .          !
 2006.4!                                + *   !!          .   .  0.          !
 2007.1!                                 + *  !!          .   . 0 .          !
 2007.2!                                  +   !!          .   0   .          !
 2007.3!                                *+    !!          .  0.   .          !
 2007.4!                                +*    !!          .   . 0 .          !
 2008.1!                                 + *  !!          .   . 0 .          !
 2008.2!                                  +   !!          .   0   .          !
 2008.3!                               * +    !!          .0  .   .          !
 2008.4!                               +*     !!          .   . 0 .          !
 2009.1!                                +  *  !!          .   .  0.          !
 2009.2!                                  + * !!          .   . 0 .          !
 2009.3!                                 *+   !!          .  0.   .          !
 2009.4!                                 +*   !!          .   . 0 .          !
 2010.1!                                  +   !!          .   .0  .          !
 2010.2!                                  +   !!          .   .0  .          !
 2010.3!                                * +   !!          . 0 .   .          !
 2010.4!                                + *   !!          .   .  0.          !
 2011.1!                                  +*  !!          .   . 0 .          !
 2011.2!                                  +   !!          .   0   .          !
 2011.3!                                *+    !!          .  0.   .          !
 2011.4!                                + *   !!          .   .  0.          !
 2012.1!                                  +*  !!          .   . 0 .          !
 2012.2!                                  +*  !!          .   .0  .          !
 2012.3!                                 *+   !!          .  0.   .          !
 2012.4!                                 +  * !!          .   .  0.          !


     27.13 percent of the residuals exceed 1 SE
      2.66 percent of the residuals exceed 2 SE
@EQ   307 LAANZGE C LANZGE(-1) PNZGE;SMPL 1966.1 2012.4;OLS;EST  307 PLOT=0;EN
@@EQ  308 LAASAGE C LASAGE(-1) PSAGE;SMPL 1966.1 2012.4;OLS;EST  308 PLOT=0;EN
@@EQ  309 LAAVEGE C LAVEGE(-1) PVEGE;SMPL 1966.1 2012.4;OLS;EST  309 PLOT=0;EN
@EQ   310 LAACOGE C LACOGE(-1) PCOGE;SMPL 1981.3 2012.4;OLS;EST  310 PLOT=0;EN
@EQ   311 LAAJOGE C LAJOGE(-1) PJOGE;SMPL 1983.4 2012.4;OLS;EST  311 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSYGE=SYPX$Q/GEPMM;                                                     
 GENR LAASYGE=LOG(AASYGE+.00001);                                             
 GENR LASYGE=LOG(ASYGE+.00001);                                               
 LHS AASYGE=EXP(LAASYGE)-.00001;                                              
  EQ  312 LAASYGE C LASYGE(-1) PSYGE;                                         
EQUATION 482  LAASYGE  
   RHS     C  LASYGE(-1)  PSYGE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  482 PLOT=0;END;                                                     

Equation number =  482
**********************

Dependent variable = LAASYGE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -8.258969850

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.239035922       0.312465022  -3.96536     1.000000
11855 LASYGE  ( -1)       0.829679847       0.041621834  19.93376    -8.256487
11853 PSYGE   (  0)      -0.064410464       0.030456980  -2.11480     2.634558

SE of equation            =     0.667578614
Sum of squared residuals  =  82.4473231      -0.656985577E-11
Average absolute error    =     0.465918938
Sum of ABS residuals      =  87.5927604    
R squared                 =   0.77067
Durbin-Watson statistic   =   2.29621
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!           * +                        !!           . 0.  .           !
 1966.2!             +           *            !!           .  .  .    0      !
 1966.3!                 *      +             !!         0 .  .  .           !
 1966.4!                * +                   !!           . 0.  .           !
 1967.1!                +       *             !!           .  .  . 0         !
 1967.2!                       + *            !!           .  .0 .           !
 1967.3!                        +   *         !!           .  .  0           !
 1967.4!                    *     +           !!          0.  .  .           !
 1968.1!                  * +                 !!           . 0.  .           !
 1968.2!                  +  *                !!           .  . 0.           !
 1968.3!                    +     *           !!           .  .  .0          !
 1968.4!                      *  +            !!           .0 .  .           !
 1969.1!                     +  *             !!           .  . 0.           !
 1969.2!                      *+              !!           .  0  .           !
 1969.3!                      +   *           !!           .  .  0           !
 1969.4!                      *  +            !!           .0 .  .           !
 1970.1!                     +    *           !!           .  .  0           !
 1970.2!                      *  +            !!           .0 .  .           !
 1970.3!                     +   *            !!           .  .  0           !
 1970.4!                    *   +             !!           0  .  .           !
 1971.1!                    + *               !!           .  . 0.           !
 1971.2!                     *+               !!           .  0  .           !
 1971.3!                     +  *             !!           .  . 0.           !
 1971.4!                      *+              !!           . 0.  .           !
 1972.1!                     +  *             !!           .  . 0.           !
 1972.2!                       +*             !!           .  .0 .           !
 1972.3!                       + *            !!           .  .0 .           !
 1972.4!                     *  +             !!           .0 .  .           !
 1973.1!                  *  +                !!           .0 .  .           !
 1973.2!                 *+                   !!           . 0.  .           !
 1973.3!                *+                    !!           . 0.  .           !
 1973.4!           *    +                     !!           0  .  .           !
 1974.1!           +      *                   !!           .  .  .0          !
 1974.2!                 +        *           !!           .  .  .  0        !
 1974.3!                       +  *           !!           .  .0 .           !
 1974.4!                        +             !!           .  0  .           !
 1975.1!                       +              !!           .  0  .           !
 1975.2!                      +  *            !!           .  . 0.           !
 1975.3!                       +  *           !!           .  . 0.           !
 1975.4!                    *    +            !!           0  .  .           !
 1976.1!                   +     *            !!           .  .  .0          !
 1976.2!                      *+              !!           . 0.  .           !
 1976.3!                    +*                !!           .  .0 .           !
 1976.4!                    +                 !!           .  0  .           !
 1977.1!                   + *                !!           .  .0 .           !
 1977.2!                    +                 !!           .  0  .           !
 1977.3!                   +*                 !!           .  .0 .           !
 1977.4!                   +                  !!           .  0  .           !
 1978.1!                  +   *               !!           .  .  0           !
 1978.2!                     +*               !!           .  0  .           !
 1978.3!                     + *              !!           .  .0 .           !
 1978.4!                 *   +                !!           0  .  .           !
 1979.1!              *  +                    !!           .0 .  .           !
 1979.2!              +*                      !!           .  .0 .           !
 1979.3!               +*                     !!           .  .0 .           !
 1979.4!              * +                     !!           . 0.  .           !
 1980.1!             *+                       !!           . 0.  .           !
 1980.2!     *       +                        !!         0 .  .  .           !
 1980.3! *    +                               !!           0  .  .           !
 1980.4! * +                                  !!           . 0.  .           !
 1981.1!   +  *                               !!           .  . 0.           !
 1981.2!*      +                              !!          0.  .  .           !
 1981.3! *+                                   !!           .  0  .           !
 1981.4!  +    *                              !!           .  .  0           !
 1982.1*        +                             !!        0  .  .  .           !
 1982.2! +            *                       !!           .  .  .    0      !
 1982.3!             +*                       !!           .  .0 .           !
 1982.4!*             +                       !!     0     .  .  .           !
 1983.1!  +  *                                !!           .  . 0.           !
 1983.2!      +  *                            !!           .  . 0.           !
 1983.3!        *+                            !!           .  0  .           !
 1983.4!       * +                            !!           .0 .  .           !
 1984.1!       + *                            !!           .  .0 .           !
 1984.2!         +*                           !!           .  .0 .           !
 1984.3!          +   *                       !!           .  . 0.           !
 1984.4!     *       +                        !!         0 .  .  .           !
 1985.1!      +                               !!           .  0  .           !
 1985.2!       +*                             !!           .  .0 .           !
 1985.3!      * +                             !!           .0 .  .           !
 1985.4!     * +                              !!           .0 .  .           !
 1986.1!       +      *                       !!           .  .  . 0         !
 1986.2!              +   *                   !!           .  . 0.           !
 1986.3!         *        +                   !!        0  .  .  .           !
 1986.4!           +                          !!           .  0  .           !
 1987.1!      *     +                         !!          0.  .  .           !
 1987.2!  *      +                            !!          0.  .  .           !
 1987.3!     +*                               !!           .  .0 .           !
 1987.4!     *  +                             !!           .0 .  .           !
 1988.1!         +*                           !!           .  .0 .           !
 1988.2!          *  +                        !!           . 0.  .           !
 1988.3!             +                        !!           .  0  .           !
 1988.4!              *+                      !!           . 0.  .           !
 1989.1!                + *                   !!           .  .0 .           !
 1989.2!                   +  *               !!           .  . 0.           !
 1989.3!                     * +              !!           . 0.  .           !
 1989.4!               *     +                !!          0.  .  .           !
 1990.1!                 +   *                !!           .  .  0           !
 1990.2!       *              +               !!     0     .  .  .           !
 1990.3!          +           *               !!           .  .  .    0      !
 1990.4!                     *+               !!           . 0.  .           !
 1991.1!                   *  +               !!           .0 .  .           !
 1991.2!                    +                 !!           .  0  .           !
 1991.3!                     + *              !!           .  .0 .           !
 1991.4!                      *+              !!           . 0.  .           !
 1992.1!                    * +               !!           . 0.  .           !
 1992.2!                     +  *             !!           .  . 0.           !
 1992.3!              *         +             !!       0   .  .  .           !
 1992.4!                + *                   !!           .  . 0.           !
 1993.1!                *   +                 !!           .0 .  .           !
 1993.2!              *   +                   !!           .0 .  .           !
 1993.3!               *+                     !!           .  0  .           !
 1993.4!              *  +                    !!           .0 .  .           !
 1994.1!                +   *                 !!           .  . 0.           !
 1994.2!                    +                 !!           .  0  .           !
 1994.3!                     + *              !!           .  .0 .           !
 1994.4!                  *    +              !!           0  .  .           !
 1995.1!                   + *                !!           .  .0 .           !
 1995.2!                   * +                !!           . 0.  .           !
 1995.3!                    +*                !!           .  .0 .           !
 1995.4!                 *    +               !!           0  .  .           !
 1996.1!               *  +                   !!           .0 .  .           !
 1996.2!            *   +                     !!           0  .  .           !
 1996.3!              +                       !!           .  0  .           !
 1996.4!           *    +                     !!           0  .  .           !
 1997.1!              + *                     !!           .  . 0.           !
 1997.2!                  +                   !!           .  0  .           !
 1997.3!                *  +                  !!           .0 .  .           !
 1997.4!               *  +                   !!           . 0.  .           !
 1998.1!                 +                    !!           .  0  .           !
 1998.2!                * +                   !!           . 0.  .           !
 1998.3!               *  +                   !!           .0 .  .           !
 1998.4!             *  +                     !!           .0 .  .           !
 1999.1!          *    +                      !!           0  .  .           !
 1999.2!          *  +                        !!           .0 .  .           !
 1999.3!           * +                        !!           . 0.  .           !
 1999.4!            * +                       !!           . 0.  .           !
 2000.1!              +                      *!!           .  .  .           0
 2000.2!                                   +* !!           .  .0 .           !
 2000.3!                                  +   *!           .  .  0           !
 2000.4!                                    + !!           .  0  .           !
 2001.1!                                  +  *!!           .  . 0.           !
 2001.2!                                  +   !!           .  0  .           !
 2001.3!                                +     *!           .  .  0           !
 2001.4!                                 * +  !!           . 0.  .           !
 2002.1!                                + *   !!           .  .0 .           !
 2002.2!                                + *   !!           .  . 0.           !
 2002.3!                                 +    *!           .  .  0           !
 2002.4!                                  * + !!           . 0.  .           !
 2003.1!                                 +   *!!           .  .  0           !
 2003.2!                                   +* !!           .  .0 .           !
 2003.3!                                  +*  !!           .  .0 .           !
 2003.4!                                 + *  !!           .  .0 .           !
 2004.1!                   *             +    !!     0     .  .  .           !
 2004.2!                  * +                 !!           . 0.  .           !
 2004.3!                  *+                  !!           .  0  .           !
 2004.4!                  * +                 !!           . 0.  .           !
 2005.1!                   +            *     !!           .  .  .    0      !
 2005.2!                               + *    !!           .  .0 .           !
 2005.3!                                + *   !!           .  . 0.           !
 2005.4!                                 +    !!           .  0  .           !
 2006.1!                               +   *  !!           .  . 0.           !
 2006.2!                                 +  * !!           .  . 0.           !
 2006.3!                                  +  *!!           .  . 0.           !
 2006.4!                                 * +  !!           . 0.  .           !
 2007.1!                                +     !!           .  0  .           !
 2007.2!                               +    * !!           .  .  0           !
 2007.3!                                  + * !!           .  .0 .           !
 2007.4!                                  +*  !!           .  .0 .           !
 2008.1!                                  +*  !!           .  .0 .           !
 2008.2!                                 +    *!           .  .  0           !
 2008.3!                                    + !!           .  0  .           !
 2008.4!                                 *+   !!           . 0.  .           !
 2009.1!                              * +     !!           . 0.  .           !
 2009.2!                             +   *    !!           .  .  0           !
 2009.3!                                +   * !!           .  .  0           !
 2009.4!                                  +   !!           .  0  .           !
 2010.1!                                *+    !!           .  0  .           !
 2010.2!                               +   *  !!           .  .  0           !
 2010.3!                                  + * !!           .  . 0.           !
 2010.4!                                  +*  !!           .  0  .           !
 2011.1!                                 +   *!!           .  . 0.           !
 2011.2!                                  *+  !!           .  0  .           !
 2011.3!                                 +  * !!           .  . 0.           !
 2011.4!               *                  +   !!  0        .  .  .           !
 2012.1!                 +  *                 !!           .  . 0.           !
 2012.2!              *      +                !!          0.  .  .           !
 2012.3!           *    +                     !!           0  .  .           !
 2012.4!        *    +                        !!           0  .  .           !


     19.15 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDGE=IDPX$Q/GEPMM;                                                     
 GENR LAAIDGE=LOG(AAIDGE+.00001);                                             
 GENR LAIDGE=LOG(AIDGE+.00001);                                               
 LHS AAIDGE=EXP(LAAIDGE)-.00001;                                              
  EQ  313 LAAIDGE C LAIDGE(-1) PIDGE;                                         
EQUATION 483  LAAIDGE  
   RHS     C  LAIDGE(-1)  PIDGE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  483 PLOT=0;END;                                                     

Equation number =  483
**********************

Dependent variable = LAAIDGE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.600593617

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.710694930       0.193252143  -3.67755     1.000000
11858 LAIDGE  ( -1)       0.857012838       0.036202386  23.67283    -5.606875
11856 PIDGE   (  0)      -0.068424851       0.054504710  -1.25539     1.238368

SE of equation            =     0.192471589
Sum of squared residuals  =  6.85338284      -0.210764739E-10
Average absolute error    =     0.111557740
Sum of ABS residuals      =  20.9728551    
R squared                 =   0.77690
Durbin-Watson statistic   =   2.01591
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*     +                                !!           0. . .            !
 1966.2! +                                    !!            . 0 .            !
 1966.3!  +   *                               !!            . . 0            !
 1966.4!    *  +                              !!            .0. .            !
 1967.1!     +                                *!            . . .            0
 1967.2!                                   +  !!            . 0 .            !
 1967.3!                                +*    !!            . .0.            !
 1967.4!                               +  *   !!            . . 0            !
 1968.1!                              * +     !!            .0. .            !
 1968.2!                            +*        !!            . 0 .            !
 1968.3!                           +  *       !!            . . 0            !
 1968.4!                            +         !!            . 0 .            !
 1969.1!                     *    +           !!           0. . .            !
 1969.2!            *       +                 !!          0 . . .            !
 1969.3!             +     *                  !!            . . .0           !
 1969.4!                   +*                 !!            . .0.            !
 1970.1!                *  +                  !!            .0. .            !
 1970.2!                 +  *                 !!            . . 0            !
 1970.3!                    +*                !!            . .0.            !
 1970.4!                     +*               !!            . 0 .            !
 1971.1!                   * +                !!            .0. .            !
 1971.2!                   + *                !!            . .0.            !
 1971.3!                    + *               !!            . .0.            !
 1971.4!                      +               !!            . 0 .            !
 1972.1!                   *  +               !!            .0. .            !
 1972.2!                   +  *               !!            . .0.            !
 1972.3!                      + *             !!            . .0.            !
 1972.4!                      * +             !!            .0. .            !
 1973.1!     *                +               !!      0     . . .            !
 1973.2*       +                              !!           0. . .            !
 1973.3!  +   *                               !!            . . 0            !
 1973.4! *      +                             !!           0. . .            !
 1974.1!    + *                               !!            . .0.            !
 1974.2!   *    +                             !!            0 . .            !
 1974.3! *   +                                !!            0 . .            !
 1974.4!    +  *                              !!            . .0.            !
 1975.1!        *+                            !!            . 0 .            !
 1975.2!  *       +                           !!          0 . . .            !
 1975.3!    +*                                !!            . 0 .            !
 1975.4!     * +                              !!            .0. .            !
 1976.1!       + *                            !!            . .0.            !
 1976.2!           +*                         !!            . .0.            !
 1976.3!        *    +                        !!            0 . .            !
 1976.4!       *  +                           !!            .0. .            !
 1977.1!         +    *                       !!            . . 0            !
 1977.2!              + *                     !!            . .0.            !
 1977.3!            *   +                     !!            0 . .            !
 1977.4!       *     +                        !!           0. . .            !
 1978.1!         +                            !!            . 0 .            !
 1978.2!           +   *                      !!            . . 0            !
 1978.3!             * +                      !!            .0. .            !
 1978.4!              +*                      !!            . .0.            !
 1979.1!              * +                     !!            .0. .            !
 1979.2!               +*                     !!            . 0 .            !
 1979.3!                +*                    !!            . 0 .            !
 1979.4!                 +  *                 !!            . .0.            !
 1980.1!                 *  +                 !!            0 . .            !
 1980.2!                *+                    !!            .0. .            !
 1980.3!                 +                    !!            . 0 .            !
 1980.4!                  +*                  !!            . 0 .            !
 1981.1!               *   +                  !!            0 . .            !
 1981.2!          *     +                     !!           0. . .            !
 1981.3!        *   +                         !!            0 . .            !
 1981.4!          +*                          !!            . .0.            !
 1982.1!             +   *                    !!            . . 0            !
 1982.2!             *   +                    !!            0 . .            !
 1982.3!            * +                       !!            .0. .            !
 1982.4!          *   +                       !!            0 . .            !
 1983.1!            + *                       !!            . .0.            !
 1983.2!            *  +                      !!            0 . .            !
 1983.3!             +                        !!            . 0 .            !
 1983.4!              +                       !!            . 0 .            !
 1984.1!               +*                     !!            . 0 .            !
 1984.2!              * +                     !!            .0. .            !
 1984.3!              *+                      !!            . 0 .            !
 1984.4!           *   +                      !!            .0. .            !
 1985.1!             +                        !!            . 0 .            !
 1985.2!           *  +                       !!            .0. .            !
 1985.3!           * +                        !!            .0. .            !
 1985.4!           *+                         !!            .0. .            !
 1986.1!            *+                        !!            . 0 .            !
 1986.2!             +                        !!            . 0 .            !
 1986.3!              + *                     !!            . .0.            !
 1986.4!                 +                    !!            . 0 .            !
 1987.1!                  +*                  !!            . 0 .            !
 1987.2!                   + *                !!            . .0.            !
 1987.3!                    *+                !!            . 0 .            !
 1987.4!                    +                 !!            . 0 .            !
 1988.1!                  * +                 !!            .0. .            !
 1988.2!                  +                   !!            . 0 .            !
 1988.3!                  +*                  !!            . 0 .            !
 1988.4!                   +  *               !!            . .0.            !
 1989.1!                   *  +               !!            .0. .            !
 1989.2!                   +                  !!            . 0 .            !
 1989.3!                   + *                !!            . .0.            !
 1989.4!                     +*               !!            . .0.            !
 1990.1!                      +               !!            . 0 .            !
 1990.2!                     *+               !!            . 0 .            !
 1990.3!                     +*               !!            . 0 .            !
 1990.4!                      +*              !!            . 0 .            !
 1991.1!                     * +              !!            .0. .            !
 1991.2!                  *  +                !!            .0. .            !
 1991.3!                   +  *               !!            . . 0            !
 1991.4!                   *  +               !!            .0. .            !
 1992.1!                   *+                 !!            . 0 .            !
 1992.2!                   + *                !!            . .0.            !
 1992.3!                     +  *             !!            . .0.            !
 1992.4!                        +             !!            . 0 .            !
 1993.1!                       +*             !!            . 0 .            !
 1993.2!                        +*            !!            . .0.            !
 1993.3!                        +*            !!            . 0 .            !
 1993.4!                        *+            !!            . 0 .            !
 1994.1!                      * +             !!            .0. .            !
 1994.2!                      +*              !!            . .0.            !
 1994.3!                       + *            !!            . .0.            !
 1994.4!                        *+            !!            . 0 .            !
 1995.1!                        +             !!            . 0 .            !
 1995.2!                        +  *          !!            . .0.            !
 1995.3!                          +           !!            . 0 .            !
 1995.4!                          +*          !!            . 0 .            !
 1996.1!                           +*         !!            . .0.            !
 1996.2!                           *+         !!            . 0 .            !
 1996.3!                           +*         !!            . .0.            !
 1996.4!                          *+          !!            .0. .            !
 1997.1!                        * +           !!            .0. .            !
 1997.2!                        +             !!            . 0 .            !
 1997.3!                      * +             !!            .0. .            !
 1997.4!                     *+               !!            .0. .            !
 1998.1!                     +                !!            . 0 .            !
 1998.2!                      + *             !!            . .0.            !
 1998.3!                        + *           !!            . .0.            !
 1998.4!                         *+           !!            . 0 .            !
 1999.1!                       * +            !!            .0. .            !
 1999.2!                       +              !!            . 0 .            !
 1999.3!                       +*             !!            . 0 .            !
 1999.4!                      * +             !!            .0. .            !
 2000.1!                      +               !!            . 0 .            !
 2000.2!                      +*              !!            . 0 .            !
 2000.3!                       +              !!            . 0 .            !
 2000.4!                       +              !!            . 0 .            !
 2001.1!                     * +              !!            .0. .            !
 2001.2!                     *+               !!            . 0 .            !
 2001.3!                     + *              !!            . .0.            !
 2001.4!                       +*             !!            . 0 .            !
 2002.1!                        +*            !!            . .0.            !
 2002.2!                         +*           !!            . .0.            !
 2002.3!                          +           !!            . 0 .            !
 2002.4!                          +           !!            . 0 .            !
 2003.1!                          +           !!            . 0 .            !
 2003.2!                          +           !!            . 0 .            !
 2003.3!                         *+           !!            . 0 .            !
 2003.4!                         +*           !!            . 0 .            !
 2004.1!                       * +            !!            .0. .            !
 2004.2!                       +              !!            . 0 .            !
 2004.3!                       +*             !!            . .0.            !
 2004.4!                        +             !!            . 0 .            !
 2005.1!                        +   *         !!            . . 0            !
 2005.2!                         * +          !!            .0. .            !
 2005.3!                        +*            !!            . 0 .            !
 2005.4!                        + *           !!            . .0.            !
 2006.1!                         +            !!            . 0 .            !
 2006.2!                        *+            !!            . 0 .            !
 2006.3!                       *+             !!            . 0 .            !
 2006.4!                       +              !!            . 0 .            !
 2007.1!                       +   *          !!            . . 0            !
 2007.2!                        * +           !!            .0. .            !
 2007.3!                        + *           !!            . .0.            !
 2007.4!                          +           !!            . 0 .            !
 2008.1!                        *+            !!            . 0 .            !
 2008.2!                        +  *          !!            . . 0            !
 2008.3!                           +  *       !!            . . 0            !
 2008.4!                             +  *     !!            . .0.            !
 2009.1!                               +  *   !!            . .0.            !
 2009.2!                              * +     !!            .0. .            !
 2009.3!                             + *      !!            . .0.            !
 2009.4!                             +        !!            . 0 .            !
 2010.1!                           *+         !!            . 0 .            !
 2010.2!                          +           !!            . 0 .            !
 2010.3!                         + *          !!            . .0.            !
 2010.4!                          +  *        !!            . .0.            !
 2011.1!                            +*        !!            . .0.            !
 2011.2!                           *+         !!            . 0 .            !
 2011.3!                          + *         !!            . .0.            !
 2011.4!                           +*         !!            . .0.            !
 2012.1!                          *+          !!            .0. .            !
 2012.2!                         +  *         !!            . .0.            !
 2012.3!                           +   *      !!            . . 0            !
 2012.4!                          *  +        !!            .0. .            !


     12.23 percent of the residuals exceed 1 SE
      2.66 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAGE=MAPX$Q/GEPMM;                                                     
 GENR LAAMAGE=LOG(AAMAGE+.00001);                                             
 GENR LAMAGE=LOG(AMAGE+.00001);                                               
 LHS AAMAGE=EXP(LAAMAGE)-.00001;                                              
  EQ  314 LAAMAGE C LAMAGE(-1) PMAGE;                                         
EQUATION 484  LAAMAGE  
   RHS     C  LAMAGE(-1)  PMAGE  
 SMPL 1974.3 2012.4;                                                          
Sample period is now  1974.3 to  2012.4 Internally:    91 to   244
 OLS;EST  484 PLOT=0;END;                                                     

Equation number =  484
**********************

Dependent variable = LAAMAGE 

 1974.3 -   2012.4,    0 missing obs.,  154 obs. used.

Mean of dependent variable       -5.590127126

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.089610149       0.169401474  -6.43212     1.000000
11861 LAMAGE  ( -1)       0.728308757       0.039667737  18.36023    -5.599225
11859 PMAGE   (  0)      -0.356048274       0.055023412  -6.47085     1.186784

SE of equation            =     0.119274525
Sum of squared residuals  =  2.14818825      -0.487965224E-10
Average absolute error    =     0.084174842
Sum of ABS residuals      =  12.9629257    
R squared                 =   0.93750
Durbin-Watson statistic   =   2.15008
SMPL and No. Obs.         = 1974.3   2012.4    154

Plot of actual(*) and fitted(+) values and residuals(0)


 1974.3! +*                                   !!          .   .0  .          !
 1974.4! +*                                   !!          .   .  0.          !
 1975.1*  +                                   !!          0   .   .          !
 1975.2! +                                    !!          .   0   .          !
 1975.3!    +     *                           !!          .   .   .   0      !
 1975.4!           + *                        !!          .   . 0 .          !
 1976.1!           *  +                       !!         0.   .   .          !
 1976.2!           *+                         !!          . 0 .   .          !
 1976.3!        *  +                          !!        0 .   .   .          !
 1976.4!        +       *                     !!          .   .   .       0  !
 1977.1!            * +                       !!          .0  .   .          !
 1977.2!    *     +                           !!    0     .   .   .          !
 1977.3!   +                                  !!          .   0   .          !
 1977.4!     +*                               !!          .   .0  .          !
 1978.1!        +  *                          !!          .   .   .0         !
 1978.2!   *       +                          !! 0        .   .   .          !
 1978.3!      + *                             !!          .   .  0.          !
 1978.4!         +                            !!          .   0   .          !
 1979.1!          +                           !!          .   0   .          !
 1979.2!         *+                           !!          .   0   .          !
 1979.3!         +                            !!          .   .0  .          !
 1979.4!          +  *                        !!          .   .   0          !
 1980.1!            +      *                  !!          .   .   .     0    !
 1980.2!       *         +                    !0          .   .   .          !
 1980.3!         +                            !!          .   0   .          !
 1980.4!        * +                           !!          0   .   .          !
 1981.1!       * +                            !!          .0  .   .          !
 1981.2!   *   +                              !!       0  .   .   .          !
 1981.3!    +*                                !!          .   .0  .          !
 1981.4!      +                               !!          .   0   .          !
 1982.1!     * +                              !!          0   .   .          !
 1982.2!     *+                               !!          . 0 .   .          !
 1982.3!      +                               !!          .   0   .          !
 1982.4!        +  *                          !!          .   .   .0         !
 1983.1!          * +                         !!          . 0 .   .          !
 1983.2!           + *                        !!          .   .  0.          !
 1983.3!           * +                        !!          0   .   .          !
 1983.4!         +        *                   !!          .   .   .        0 !
 1984.1!             + *                      !!          .   . 0 .          !
 1984.2!        * +                           !!          .0  .   .          !
 1984.3!      +    *                          !!          .   .   .  0       !
 1984.4!         +*                           !!          .   .0  .          !
 1985.1!        + *                           !!          .   . 0 .          !
 1985.2!     *  +                             !!         0.   .   .          !
 1985.3!      + *                             !!          .   . 0 .          !
 1985.4!          + *                         !!          .   . 0 .          !
 1986.1!               +*                     !!          .   . 0 .          !
 1986.2!                  * +                 !!          .0  .   .          !
 1986.3!                      +               !!          .   0   .          !
 1986.4!                       * +            !!          .0  .   .          !
 1987.1!                    *   +             !!       0  .   .   .          !
 1987.2!                    * +               !!          .0  .   .          !
 1987.3!                  *   +               !!       0  .   .   .          !
 1987.4!                   * +                !!          . 0 .   .          !
 1988.1!                     *+               !!          .  0.   .          !
 1988.2!                  *    +              !!      0   .   .   .          !
 1988.3!                    +*                !!          .   . 0 .          !
 1988.4!                       *+             !!          . 0 .   .          !
 1989.1!                        *+            !!          .   0   .          !
 1989.2!                     *   +            !!        0 .   .   .          !
 1989.3!                        +   *         !!          .   .   . 0        !
 1989.4!                             +        !!          .   0   .          !
 1990.1!                            * +       !!          .0  .   .          !
 1990.2!                              +       !!          .   0   .          !
 1990.3!                                +     !!          .   0   .          !
 1990.4!                          *     +     !!    0     .   .   .          !
 1991.1!                            +         !!          .   0   .          !
 1991.2!                          *  +        !!         0.   .   .          !
 1991.3!                             +        !!          .   0   .          !
 1991.4!                              +       !!          .  0.   .          !
 1992.1!                           *   +      !!        0 .   .   .          !
 1992.2!                            +*        !!          .   . 0 .          !
 1992.3!                               +   *  !!          .   .   . 0        !
 1992.4!                                  +*  !!          .   . 0 .          !
 1993.1!                                * +   !!          0   .   .          !
 1993.2!                               +*     !!          .   .0  .          !
 1993.3!                                +  *  !!          .   .   . 0        !
 1993.4!                                   +  !!          .   .0  .          !
 1994.1!                                 *+   !!          .0  .   .          !
 1994.2!                                + *   !!          .   .  0.          !
 1994.3!                                 +*   !!          .   .  0.          !
 1994.4!                               *+     !!          .  0.   .          !
 1995.1!                            *+        !!          . 0 .   .          !
 1995.2!                            +   *     !!          .   .   .0         !
 1995.3!                               +  *   !!          .   .   .0         !
 1995.4!                                +     !!          .   0   .          !
 1996.1!                                +*    !!          .   . 0 .          !
 1996.2!                                +     !!          .   .0  .          !
 1996.3!                               + *    !!          .   . 0 .          !
 1996.4!                               + *    !!          .   . 0 .          !
 1997.1!                               + *    !!          .   . 0 .          !
 1997.2!                               +      !!          .   0   .          !
 1997.3!                              + *     !!          .   .  0.          !
 1997.4!                                +     !!          .   0   .          !
 1998.1!                               +*     !!          .   .0  .          !
 1998.2!                             * +      !!          .0  .   .          !
 1998.3!                             + *      !!          .   .   0          !
 1998.4!                               + *    !!          .   .  0.          !
 1999.1!                          *    +      !!      0   .   .   .          !
 1999.2!                         *+           !!          .  0.   .          !
 1999.3!                          + *         !!          .   .  0.          !
 1999.4!                           + *        !!          .   . 0 .          !
 2000.1!                           *+         !!          .  0.   .          !
 2000.2!                           + *        !!          .   .  0.          !
 2000.3!                            +   *     !!          .   .   .  0       !
 2000.4!                            * +       !!          . 0 .   .          !
 2001.1!                        *  +          !!          0   .   .          !
 2001.2!                        +             !!          .   .0  .          !
 2001.3!                        +*            !!          .   . 0 .          !
 2001.4!                       *+             !!          . 0 .   .          !
 2002.1!                      *+              !!          .   0   .          !
 2002.2!                      +*              !!          .   .0  .          !
 2002.3!                       +   *          !!          .   .   .0         !
 2002.4!                          +           !!          .   0   .          !
 2003.1!                          +           !!          .   .0  .          !
 2003.2!                         *+           !!          .0  .   .          !
 2003.3!                         +            !!          .   .0  .          !
 2003.4!                          +*          !!          .   .0  .          !
 2004.1!                           +          !!          .  0.   .          !
 2004.2!                           +          !!          .   0   .          !
 2004.3!                           +*         !!          .   . 0 .          !
 2004.4!                         *   +        !!        0 .   .   .          !
 2005.1!                          +           !!          .   0   .          !
 2005.2!                          *+          !!          .  0.   .          !
 2005.3!                           +          !!          .   0   .          !
 2005.4!                            +         !!          .   .0  .          !
 2006.1!                          *  +        !!          .0  .   .          !
 2006.2!                           +*         !!          .   .0  .          !
 2006.3!                             +        !!          .   .0  .          !
 2006.4!                             *+       !!          .  0.   .          !
 2007.1!                              +       !!          .   .0  .          !
 2007.2!                               +*     !!          .   . 0 .          !
 2007.3!                                +     !!          .  0.   .          !
 2007.4!                                +     !!          .   0   .          !
 2008.1!                               * +    !!          .0  .   .          !
 2008.2!                                +     !!          .   .0  .          !
 2008.3!                                 +*   !!          .   .0  .          !
 2008.4!                               * +    !!          0   .   .          !
 2009.1!                             *+       !!          . 0 .   .          !
 2009.2!                             +*       !!          .   . 0 .          !
 2009.3!                               +   *  !!          .   .   .  0       !
 2009.4!                                  +  *!!          .   .   0          !
 2010.1!                                   +  !!          .   0   .          !
 2010.2!                                  +   !!          .  0.   .          !
 2010.3!                                 +  * !!          .   .   .0         !
 2010.4!                                   +  *!          .   .   0          !
 2011.1!                                     +*!          .   . 0 .          !
 2011.2!                                     +!!          .   .0  .          !
 2011.3!                                    +*!!          .   .0  .          !
 2011.4!                                  * + !!          .0  .   .          !
 2012.1!                                 +*   !!          .   . 0 .          !
 2012.2!                                  +   !!          .   0   .          !
 2012.3!                                *+    !!          . 0 .   .          !
 2012.4!                                +*    !!          .   . 0 .          !


     23.38 percent of the residuals exceed 1 SE
      6.49 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPAGE=PAPX$Q/GEPMM;                                                     
 GENR LAAPAGE=LOG(AAPAGE+.00001);                                             
 GENR LAPAGE=LOG(APAGE+.00001);                                               
 LHS AAPAGE=EXP(LAAPAGE)-.00001;                                              
  EQ  315 LAAPAGE C LAPAGE(-1) PPAGE;                                         
EQUATION 485  LAAPAGE  
   RHS     C  LAPAGE(-1)  PPAGE  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  485 PLOT=0;END;                                                     

Equation number =  485
**********************

Dependent variable = LAAPAGE 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -7.002764423

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.741276007       0.311840067  -5.58388     1.000000
11864 LAPAGE  ( -1)       0.692648785       0.052787546  13.12144    -6.999917
11862 PPAGE   (  0)      -0.314849189       0.070519473  -4.46471     1.311754

SE of equation            =     0.164255876
Sum of squared residuals  =  4.28981886       0.258899568E-09
Average absolute error    =     0.117559680
Sum of ABS residuals      =  19.0446682    
R squared                 =   0.77304
Durbin-Watson statistic   =   2.35058
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!                             +*       !!          .   .0  .          !
 1972.4!                            +  *      !!          .   . 0 .          !
 1973.1!            *              +          !0          .   .   .          !
 1973.2!             +                        !!          .   0   .          !
 1973.3!  *         +                         !!    0     .   .   .          !
 1973.4!   +*                                 !!          .   . 0 .          !
 1974.1*  +                                   !!          . 0 .   .          !
 1974.2!  +              *                    !!          .   .   .          0
 1974.3!     *          +                     !!   0      .   .   .          !
 1974.4!        +    *                        !!          .   .   0          !
 1975.1!              *+                      !!          .  0.   .          !
 1975.2!             *  +                     !!          .0  .   .          !
 1975.3!            * +                       !!          . 0 .   .          !
 1975.4!              +    *                  !!          .   .   .0         !
 1976.1!                   +*                 !!          .   0   .          !
 1976.2!            *     +                   !!        0 .   .   .          !
 1976.3!         *  +                         !!          . 0 .   .          !
 1976.4!           +*                         !!          .   .0  .          !
 1977.1!            + *                       !!          .   . 0 .          !
 1977.2!    *        +                        !!     0    .   .   .          !
 1977.3!      +   *                           !!          .   .   0          !
 1977.4!      *     +                         !!        0 .   .   .          !
 1978.1!        +    *                        !!          .   .   .0         !
 1978.2!            *  +                      !!          . 0 .   .          !
 1978.3!             +                        !!          .   0   .          !
 1978.4!             *+                       !!          .  0.   .          !
 1979.1!   *          +                       !!    0     .   .   .          !
 1979.2!       +      *                       !!          .   .   .  0       !
 1979.3!               +*                     !!          .   .0  .          !
 1979.4!                +   *                 !!          .   .   0          !
 1980.1!                    +                 !!          .   0   .          !
 1980.2!                  *+                  !!          . 0 .   .          !
 1980.3!                  +                   !!          .  0.   .          !
 1980.4!               *  +                   !!          . 0 .   .          !
 1981.1!               *+                     !!          .  0.   .          !
 1981.2!           *  +                       !!          .0  .   .          !
 1981.3!         * +                          !!          .  0.   .          !
 1981.4!        * +                           !!          . 0 .   .          !
 1982.1!          +                           !!          .   0   .          !
 1982.2!       *    +                         !!         0.   .   .          !
 1982.3!         +*                           !!          .   0   .          !
 1982.4!            +   *                     !!          .   .   0          !
 1983.1!                +   *                 !!          .   .  0.          !
 1983.2!                *  +                  !!          .0  .   .          !
 1983.3!             *  +                     !!          . 0 .   .          !
 1983.4!             +     *                  !!          .   .   . 0        !
 1984.1!         *       +                    !!      0   .   .   .          !
 1984.2!          +    *                      !!          .   .   .0         !
 1984.3!             *+                       !!          .  0.   .          !
 1984.4!              +        *              !!          .   .   .    0     !
 1985.1!                   * +                !!          . 0 .   .          !
 1985.2!                 *+                   !!          .  0.   .          !
 1985.3!                  +*                  !!          .   .0  .          !
 1985.4!                   +  *               !!          .   .  0.          !
 1986.1!                     +                !!          .   0   .          !
 1986.2!                    +  *              !!          .   .  0.          !
 1986.3!                     +  *             !!          .   .  0.          !
 1986.4!                     +*               !!          .   0   .          !
 1987.1!                    +    *            !!          .   .   0          !
 1987.2!                       +  *           !!          .   .  0.          !
 1987.3!                        +    *        !!          .   .   0          !
 1987.4!                           +          !!          .   0   .          !
 1988.1!                         +   *        !!          .   .   0          !
 1988.2!                          *+          !!          .   0   .          !
 1988.3!                         +            !!          .   .0  .          !
 1988.4!                         +   *        !!          .   .  0.          !
 1989.1!                         * +          !!          . 0 .   .          !
 1989.2!                         + *          !!          .   . 0 .          !
 1989.3!                          +           !!          .   .0  .          !
 1989.4!                         +      *     !!          .   .   . 0        !
 1990.1!                             + *      !!          .   .0  .          !
 1990.2!                             +  *     !!          .   .  0.          !
 1990.3!                              + *     !!          .   . 0 .          !
 1990.4!                               +    * !!          .   .   .0         !
 1991.1!                                 + *  !!          .   . 0 .          !
 1991.2!                                +  *  !!          .   . 0 .          !
 1991.3!                                + *   !!          .   . 0 .          !
 1991.4!                                + *   !!          .   . 0 .          !
 1992.1!                              * +     !!          .  0.   .          !
 1992.2!                              + *     !!          .   . 0 .          !
 1992.3!                               +  *   !!          .   .  0.          !
 1992.4!                                +  *  !!          .   .  0.          !
 1993.1!                                + *   !!          .   .0  .          !
 1993.2!                                +  *  !!          .   .  0.          !
 1993.3!                                +     *!          .   .   .0         !
 1993.4!                                   + *!!          .   . 0 .          !
 1994.1!                                  +   !!          .   .0  .          !
 1994.2!                                +     !!          .   0   .          !
 1994.3!                              + *     !!          .   . 0 .          !
 1994.4!                              +*      !!          .   .0  .          !
 1995.1!                          * +         !!          .0  .   .          !
 1995.2!                         +  *         !!          .   .  0.          !
 1995.3!                         * +          !!          . 0 .   .          !
 1995.4!                         +*           !!          .   .0  .          !
 1996.1!                          +   *       !!          .   .   0          !
 1996.2!                            +    *    !!          .   .   .0         !
 1996.3!                              +       !!          .   0   .          !
 1996.4!                            +     *   !!          .   .   .0         !
 1997.1!                              *+      !!          .   0   .          !
 1997.2!                            +         !!          .   0   .          !
 1997.3!                         +            !!          .  0.   .          !
 1997.4!                       +  *           !!          .   . 0 .          !
 1998.1!                       *+             !!          .  0.   .          !
 1998.2!                      +               !!          .   0   .          !
 1998.3!                     +  *             !!          .   .  0.          !
 1998.4!                       +  *           !!          .   .  0.          !
 1999.1!                      * +             !!          . 0 .   .          !
 1999.2!                     *+               !!          .   0   .          !
 1999.3!                     + *              !!          .   . 0 .          !
 1999.4!                       +  *           !!          .   . 0 .          !
 2000.1!                       * +            !!          . 0 .   .          !
 2000.2!                      *+              !!          .  0.   .          !
 2000.3!                      + *             !!          .   . 0 .          !
 2000.4!                      *+              !!          .  0.   .          !
 2001.1!                      *+              !!          .  0.   .          !
 2001.2!                      +               !!          .  0.   .          !
 2001.3!                      +*              !!          .   .0  .          !
 2001.4!                      *+              !!          .  0.   .          !
 2002.1!                     * +              !!          .  0.   .          !
 2002.2!                     *+               !!          .  0.   .          !
 2002.3!                       + *            !!          .   . 0 .          !
 2002.4!                          +*          !!          .   . 0 .          !
 2003.1!                          *+          !!          .  0.   .          !
 2003.2!                          + *         !!          .   .0  .          !
 2003.3!                          *+          !!          .  0.   .          !
 2003.4!                        * +           !!          . 0 .   .          !
 2004.1!                         +            !!          .   0   .          !
 2004.2!                      *  +            !!          .0  .   .          !
 2004.3!                        + *           !!          .   . 0 .          !
 2004.4!                          *+          !!          .  0.   .          !
 2005.1!                           +          !!          .   .0  .          !
 2005.2!                        *   +         !!          0   .   .          !
 2005.3!                         + *          !!          .   . 0 .          !
 2005.4!                        *  +          !!          .0  .   .          !
 2006.1!                      *  +            !!          .0  .   .          !
 2006.2!                  *     +             !!        0 .   .   .          !
 2006.3!                    * +               !!          . 0 .   .          !
 2006.4!                    * +               !!          . 0 .   .          !
 2007.1!                      *+              !!          . 0 .   .          !
 2007.2!                   *    +             !!         0.   .   .          !
 2007.3!                     *+               !!          . 0 .   .          !
 2007.4!                       *+             !!          .  0.   .          !
 2008.1!                     *   +            !!          0   .   .          !
 2008.2!                     *  +             !!          .0  .   .          !
 2008.3!                   *   +              !!          0   .   .          !
 2008.4!                     *+               !!          .   0   .          !
 2009.1!                    *  +              !!          .0  .   .          !
 2009.2!                      *+              !!          .  0.   .          !
 2009.3!                     *  +             !!          0   .   .          !
 2009.4!                       + *            !!          .   . 0 .          !
 2010.1!                        *  +          !!          .0  .   .          !
 2010.2!                    *    +            !!          0   .   .          !
 2010.3!                      +               !!          .   .0  .          !
 2010.4!                       +              !!          .   0   .          !
 2011.1!                        +*            !!          .   .0  .          !
 2011.2!                         + *          !!          .   . 0 .          !
 2011.3!                          +           !!          .   0   .          !
 2011.4!                       * +            !!          . 0 .   .          !
 2012.1!                    *  +              !!          .0  .   .          !
 2012.2!                 *   +                !!          .0  .   .          !
 2012.3!                   +*                 !!          .   .0  .          !
 2012.4!                     +*               !!          .   .0  .          !


     21.60 percent of the residuals exceed 1 SE
      4.94 percent of the residuals exceed 2 SE
@EQ   316 LAAPHGE C LAPHGE(-1) PPHGE;SMPL 1966.1 2012.4;OLS;EST  316 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHGE=THPX$Q/GEPMM;                                                     
 GENR LAATHGE=LOG(AATHGE+.00001);                                             
 GENR LATHGE=LOG(ATHGE+.00001);                                               
 LHS AATHGE=EXP(LAATHGE)-.00001;                                              
  EQ  317 LAATHGE C LATHGE(-1) PTHGE;                                         
EQUATION 486  LAATHGE  
   RHS     C  LATHGE(-1)  PTHGE  
 SMPL 1971.2 2012.4;                                                          
Sample period is now  1971.2 to  2012.4 Internally:    78 to   244
 OLS;EST  486 PLOT=0;END;                                                     

Equation number =  486
**********************

Dependent variable = LAATHGE 

 1971.2 -   2012.4,    0 missing obs.,  167 obs. used.

Mean of dependent variable       -6.011807494

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.441748531       0.144225075  -3.06291     1.000000
11867 LATHGE  ( -1)       0.840600236       0.036330971  23.13729    -6.011753
11865 PTHGE   (  0)      -0.447116680       0.113704423  -3.93227     1.155354

SE of equation            =     0.158219941
Sum of squared residuals  =  4.10550216      -0.105764286E-10
Average absolute error    =     0.098145418
Sum of ABS residuals      =  16.3902849    
R squared                 =   0.91259
Durbin-Watson statistic   =   1.87630
SMPL and No. Obs.         = 1971.2   2012.4    167

Plot of actual(*) and fitted(+) values and residuals(0)


 1971.2!                             * +      !!            .0. .            !
 1971.3!                             + *      !!            . .0.            !
 1971.4!                               +      !!            . 0 .            !
 1972.1!                              +*      !!            . .0.            !
 1972.2!                              +       !!            . 0 .            !
 1972.3!                             *+       !!            .0. .            !
 1972.4!                             + *      !!            . .0.            !
 1973.1!        *                    +        !0            . . .            !
 1973.2!*        +                            !!        0   . . .            !
 1973.3!  +                                   !!            . 0 .            !
 1973.4! +*                                   !!            . .0.            !
 1974.1+      *                               !!            . . .  0         !
 1974.2!*  +                                  !!            0 . .            !
 1974.3!+  *                                  !!            . . 0            !
 1974.4!    + *                               !!            . .0.            !
 1975.1!   *  +                               !!            0 . .            !
 1975.2!     +                                !!            . 0 .            !
 1975.3!      +   *                           !!            . . 0            !
 1975.4!     *     +                          !!          0 . . .            !
 1976.1!        +   *                         !!            . . .0           !
 1976.2!            *+                        !!            .0. .            !
 1976.3!            +*                        !!            . .0.            !
 1976.4!              +                       !!            . 0 .            !
 1977.1!              +    *                  !!            . . .0           !
 1977.2!              *    +                  !!           0. . .            !
 1977.3!            *  +                      !!            0 . .            !
 1977.4!              + *                     !!            . . 0            !
 1978.1!                 + *                  !!            . .0.            !
 1978.2!                   *+                 !!            .0. .            !
 1978.3!                   *+                 !!            .0. .            !
 1978.4!                    +*                !!            . .0.            !
 1979.1!                     *+               !!            .0. .            !
 1979.2!                    *+                !!            .0. .            !
 1979.3!                 *   +                !!           0. . .            !
 1979.4!                   +*                 !!            . .0.            !
 1980.1!                     +*               !!            . .0.            !
 1980.2!                    *  +              !!            0 . .            !
 1980.3!                   * +                !!            0 . .            !
 1980.4!                    + *               !!            . . 0            !
 1981.1!                   *  +               !!            0 . .            !
 1981.2!                   +                  !!            . 0 .            !
 1981.3!                  *+                  !!            .0. .            !
 1981.4!                   +                  !!            . 0 .            !
 1982.1!                    + *               !!            . .0.            !
 1982.2!                      *+              !!            .0. .            !
 1982.3!                     * +              !!            .0. .            !
 1982.4!                      + *             !!            . .0.            !
 1983.1!                      * +             !!            .0. .            !
 1983.2!                  *   +               !!           0. . .            !
 1983.3!                *  +                  !!            0 . .            !
 1983.4!                 +  *                 !!            . . 0            !
 1984.1!                    + *               !!            . .0.            !
 1984.2!                   *  +               !!           0. . .            !
 1984.3!                   +                  !!            . 0 .            !
 1984.4!                    +  *              !!            . . 0            !
 1985.1!                       *+             !!            . 0 .            !
 1985.2!                     *  +             !!            0 . .            !
 1985.3!                      +               !!            . 0 .            !
 1985.4!                        + *           !!            . . 0            !
 1986.1!                           *+         !!            .0. .            !
 1986.2!                           +          !!            .0. .            !
 1986.3!                            +         !!            . 0 .            !
 1986.4!                            *+        !!            . 0 .            !
 1987.1!                             +  *     !!            . . 0            !
 1987.2!                             *  +     !!            0 . .            !
 1987.3!                              +       !!            . 0 .            !
 1987.4!                               +      !!            . 0 .            !
 1988.1!                              +       !!            . 0 .            !
 1988.2!                            * +       !!            .0. .            !
 1988.3!                            +*        !!            . .0.            !
 1988.4!                            +  *      !!            . . 0            !
 1989.1!                              +       !!            . 0 .            !
 1989.2!                             +        !!            . 0 .            !
 1989.3!                            +  *      !!            . . 0            !
 1989.4!                              +*      !!            . .0.            !
 1990.1!                               +*     !!            . .0.            !
 1990.2!                               +*     !!            . .0.            !
 1990.3!                                 +   *!!            . . .0           !
 1990.4!                                     +*!            . 0 .            !
 1991.1!                                      +!            . 0 .            !
 1991.2!                                     +!!            . 0 .            !
 1991.3!                                    +*!!            . .0.            !
 1991.4!                                     +*!            . .0.            !
 1992.1!                                   * +!!            .0. .            !
 1992.2!                                   +  !!            . 0 .            !
 1992.3!                                   +* !!            . .0.            !
 1992.4!                                    + *!            . .0.            !
 1993.1!                                     +!!            . 0 .            !
 1993.2!                                    + !!            . 0 .            !
 1993.3!                                   + *!!            . .0.            !
 1993.4!                                    + *!            . .0.            !
 1994.1!                                    + !!            . 0 .            !
 1994.2!                                   +  !!            . 0 .            !
 1994.3!                                   + *!!            . . 0            !
 1994.4!                                    + *!            . .0.            !
 1995.1!                                  *  +!!            0 . .            !
 1995.2!                                 +*   !!            . 0 .            !
 1995.3!                                 + *  !!            . .0.            !
 1995.4!                                  +*  !!            . 0 .            !
 1996.1!                                * +   !!            .0. .            !
 1996.2!                               +*     !!            . .0.            !
 1996.3!                               +  *   !!            . . 0            !
 1996.4!                                +*    !!            . 0 .            !
 1997.1!                              *+      !!            .0. .            !
 1997.2!                             +        !!            . 0 .            !
 1997.3!                            + *       !!            . .0.            !
 1997.4!                             + *      !!            . .0.            !
 1998.1!                              + *     !!            . .0.            !
 1998.2!                               +*     !!            . .0.            !
 1998.3!                                +     !!            . 0 .            !
 1998.4!                                +*    !!            . .0.            !
 1999.1!                              * +     !!            0 . .            !
 1999.2!                             +*       !!            . .0.            !
 1999.3!                              +       !!            . 0 .            !
 1999.4!                              + *     !!            . .0.            !
 2000.1!                               +      !!            . 0 .            !
 2000.2!                              +       !!            . 0 .            !
 2000.3!                              + *     !!            . . 0            !
 2000.4!                               +*     !!            . .0.            !
 2001.1!                                +     !!            . 0 .            !
 2001.2!                                +     !!            . 0 .            !
 2001.3!                               +      !!            . 0 .            !
 2001.4!                               +      !!            . 0 .            !
 2002.1!                               +*     !!            . .0.            !
 2002.2!                               +      !!            . 0 .            !
 2002.3!                              *+      !!            .0. .            !
 2002.4!                              + *     !!            . . 0            !
 2003.1!                                +     !!            .0. .            !
 2003.2!                               *+     !!            .0. .            !
 2003.3!                               +*     !!            . 0 .            !
 2003.4!                                + *   !!            . .0.            !
 2004.1!                               *  +   !!            0 . .            !
 2004.2!                             * +      !!            0 . .            !
 2004.3!                             *+       !!            . 0 .            !
 2004.4!                              +*      !!            . 0 .            !
 2005.1!                              *+      !!            .0. .            !
 2005.2!                             * +      !!            .0. .            !
 2005.3!                             +*       !!            . .0.            !
 2005.4!                              +       !!            . 0 .            !
 2006.1!                              +*      !!            . 0 .            !
 2006.2!                             * +      !!            0 . .            !
 2006.3!                             +*       !!            . .0.            !
 2006.4!                               +      !!            . 0 .            !
 2007.1!                               +      !!            . 0 .            !
 2007.2!                               *+     !!            . 0 .            !
 2007.3!                                +     !!            . 0 .            !
 2007.4!                                 +    !!            . 0 .            !
 2008.1!                                *+    !!            .0. .            !
 2008.2!                               *+     !!            .0. .            !
 2008.3!                               *+     !!            . 0 .            !
 2008.4!                              *+      !!            .0. .            !
 2009.1!                              +       !!            . 0 .            !
 2009.2!                              +*      !!            . .0.            !
 2009.3!                              *+      !!            . 0 .            !
 2009.4!                              + *     !!            . .0.            !
 2010.1!                               +      !!            . 0 .            !
 2010.2!                              +       !!            . 0 .            !
 2010.3!                             +  *     !!            . . 0            !
 2010.4!                               +*     !!            . 0 .            !
 2011.1!                               +*     !!            . .0.            !
 2011.2!                               *+     !!            . 0 .            !
 2011.3!                               + *    !!            . .0.            !
 2011.4!                             *  +     !!            0 . .            !
 2012.1!                             +*       !!            . .0.            !
 2012.2!                             + *      !!            . . 0            !
 2012.3!                              +*      !!            . 0 .            !
 2012.4!                              + *     !!            . .0.            !


     16.77 percent of the residuals exceed 1 SE
      2.40 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHGE=CHPX$Q/GEPMM;                                                     
 GENR LAACHGE=LOG(AACHGE+.00001);                                             
 GENR LACHGE=LOG(ACHGE+.00001);                                               
 LHS AACHGE=EXP(LAACHGE)-.00001;                                              
  EQ  318 LAACHGE C LACHGE(-1) PCHGE;                                         
EQUATION 487  LAACHGE  
   RHS     C  LACHGE(-1)  PCHGE  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  487 PLOT=0;END;                                                     

Equation number =  487
**********************

Dependent variable = LAACHGE 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.144441407

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.164560502       0.127179431   1.29392     1.000000
11870 LACHGE  ( -1)       0.966839637       0.020311577  47.60042    -4.165153
11868 PCHGE   (  0)      -0.249695471       0.149662243  -1.66839     1.129244

SE of equation            =     0.160039548
Sum of squared residuals  =  3.15035679      -0.961764002E-11
Average absolute error    =     0.122138751
Sum of ABS residuals      =  15.3894827    
R squared                 =   0.97366
Durbin-Watson statistic   =   2.66650
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!    +*                                !!         .    . 0  .         !
 1981.4!     + *                              !!         .    .   0.         !
 1982.1!   *   +                              !!     0   .    .    .         !
 1982.2!   +                                  !!         .   0.    .         !
 1982.3!   + *                                !!         .    .    .0        !
 1982.4!     +                                !!         .  0 .    .         !
 1983.1!    *+                                !!         .   0.    .         !
 1983.2!    +                                 !!         .    . 0  .         !
 1983.3!    +                                 !!         .    0    .         !
 1983.4!    +*                                !!         .    .0   .         !
 1984.1! *  +                                 !!      0  .    .    .         !
 1984.2! + *                                  !!         .    .    0         !
 1984.3!   +                                  !!         .    0    .         !
 1984.4!  *+                                  !!         .  0 .    .         !
 1985.1* +                                    !!        0.    .    .         !
 1985.2+ *                                    !!         .    .   0.         !
 1985.3! +*                                   !!         .    .   0.         !
 1985.4!   +*                                 !!         .    . 0  .         !
 1986.1! *  +                                 !!       0 .    .    .         !
 1986.2! + *                                  !!         .    .   0.         !
 1986.3!   + *                                !!         .    .    0         !
 1986.4!      +                               !!         .    0    .         !
 1987.1!   *  +                               !!      0  .    .    .         !
 1987.2!   + *                                !!         .    .   0.         !
 1987.3!     *+                               !!         .    0    .         !
 1987.4!      +*                              !!         .    . 0  .         !
 1988.1!    *   +                             !!    0    .    .    .         !
 1988.2!    + *                               !!         .    .  0 .         !
 1988.3!      +                               !!         .    0    .         !
 1988.4!       + *                            !!         .    .    0         !
 1989.1!    *    +                            !! 0       .    .    .         !
 1989.2!    +*                                !!         .    . 0  .         !
 1989.3!     + *                              !!         .    .  0 .         !
 1989.4!       +*                             !!         .    .0   .         !
 1990.1!      * +                             !!       0 .    .    .         !
 1990.2!      +*                              !!         .    .0   .         !
 1990.3!      * +                             !!         .0   .    .         !
 1990.4!       + *                            !!         .    .    0         !
 1991.1!      *   +                           !!     0   .    .    .         !
 1991.2!       +                              !!         .    0    .         !
 1991.3!       +*                             !!         .    .0   .         !
 1991.4!        +*                            !!         .    . 0  .         !
 1992.1!    *     +                           !0         .    .    .         !
 1992.2!     +*                               !!         .    .   0.         !
 1992.3!        +                             !!         .    .0   .         !
 1992.4!         + *                          !!         .    .    .0        !
 1993.1!          * +                         !!         0    .    .         !
 1993.2!          +  *                        !!         .    .    .0        !
 1993.3!             + *                      !!         .    .   0.         !
 1993.4!               + *                    !!         .    .   0.         !
 1994.1!            *    +                    !! 0       .    .    .         !
 1994.2!            +  *                      !!         .    .    .0        !
 1994.3!              *+                      !!         .  0 .    .         !
 1994.4!               +  *                   !!         .    .    . 0       !
 1995.1!             *    +                   !!  0      .    .    .         !
 1995.2!              +*                      !!         .    .   0.         !
 1995.3!                +                     !!         .   0.    .         !
 1995.4!                +*                    !!         .    . 0  .         !
 1996.1!             *    +                   !!   0     .    .    .         !
 1996.2!              + *                     !!         .    .    0         !
 1996.3!                +                     !!         .    0    .         !
 1996.4!                 +*                   !!         .    .   0.         !
 1997.1!              *   +                   !!    0    .    .    .         !
 1997.2!              + *                     !!         .    .    0         !
 1997.3!                 +                    !!         .    .0   .         !
 1997.4!                 + *                  !!         .    .   0.         !
 1998.1!                *  +                  !!       0 .    .    .         !
 1998.2!                +*                    !!         .    . 0  .         !
 1998.3!                 +*                   !!         .    .0   .         !
 1998.4!                  +*                  !!         .    . 0  .         !
 1999.1!                *  +                  !!     0   .    .    .         !
 1999.2!                +                     !!         .    0    .         !
 1999.3!                +  *                  !!         .    .    .0        !
 1999.4!                   +*                 !!         .    .  0 .         !
 2000.1!                  * +                 !!         .0   .    .         !
 2000.2!                  +*                  !!         .    . 0  .         !
 2000.3!                   +                  !!         .    . 0  .         !
 2000.4!                   +                  !!         .   0.    .         !
 2001.1!                  *+                  !!         . 0  .    .         !
 2001.2!                  +                   !!         .    .0   .         !
 2001.3!                  + *                 !!         .    .    0         !
 2001.4!                    +*                !!         .    .  0 .         !
 2002.1!                    *+                !!         . 0  .    .         !
 2002.2!                   +*                 !!         .    .0   .         !
 2002.3!                    + *               !!         .    .    .0        !
 2002.4!                      +*              !!         .    .  0 .         !
 2003.1!                       *+             !!         .   0.    .         !
 2003.2!                       + *            !!         .    .   0.         !
 2003.3!                         +*           !!         .    .   0.         !
 2003.4!                           +*         !!         .    . 0  .         !
 2004.1!                          * +         !!         .0   .    .         !
 2004.2!                          +*          !!         .    . 0  .         !
 2004.3!                           +*         !!         .    .  0 .         !
 2004.4!                             +*       !!         .    .  0 .         !
 2005.1!                              +       !!         .  0 .    .         !
 2005.2!                              +       !!         .    .0   .         !
 2005.3!                              +*      !!         .    . 0  .         !
 2005.4!                               +*     !!         .    .  0 .         !
 2006.1!                               *+     !!         . 0  .    .         !
 2006.2!                               +      !!         .    0    .         !
 2006.3!                                +     !!         .    . 0  .         !
 2006.4!                                 +    !!         .    0    .         !
 2007.1!                                *+    !!         . 0  .    .         !
 2007.2!                                +     !!         .    0    .         !
 2007.3!                                + *   !!         .    .   0.         !
 2007.4!                                  +*  !!         .    .0   .         !
 2008.1!                                 * +  !!         0    .    .         !
 2008.2!                                 +    !!         .    0    .         !
 2008.3!                                  + * !!         .    .    0         !
 2008.4!                                    + !!         .    0    .         !
 2009.1!                                 *  + !!        0.    .    .         !
 2009.2!                                 +*   !!         .    . 0  .         !
 2009.3!                                  + * !!         .    .   0.         !
 2009.4!                                    + !!         .    0    .         !
 2010.1!                                   *+ !!         .  0 .    .         !
 2010.2!                                   + *!!         .    .  0 .         !
 2010.3!                                     +*!         .    .  0 .         !
 2010.4!                                     *+!         . 0  .    .         !
 2011.1!                                   * +!!         0    .    .         !
 2011.2!                                   +* !!         .    .  0 .         !
 2011.3!                                    + *!         .    .   0.         !
 2011.4!                                     *+!         . 0  .    .         !
 2012.1!                                  *  +!!        0.    .    .         !
 2012.2!                                  + * !!         .    .    0         !
 2012.3!                                    + !!         .    .0   .         !
 2012.4!                                   *+ !!         .  0 .    .         !


     25.40 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
@EQ   319 LAAARGE C LAARGE(-1) PARGE;SMPL 1966.1 2012.4;OLS;EST  319 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRGE=BRPX$Q/GEPMM;                                                     
 GENR LAABRGE=LOG(AABRGE+.00001);                                             
 GENR LABRGE=LOG(ABRGE+.00001);                                               
 LHS AABRGE=EXP(LAABRGE)-.00001;                                              
  EQ  320 LAABRGE C LABRGE(-1) PBRGE;                                         
EQUATION 488  LAABRGE  
   RHS     C  LABRGE(-1)  PBRGE  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  488 PLOT=0;END;                                                     

Equation number =  488
**********************

Dependent variable = LAABRGE 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.899960981

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.948169394       0.383545743  -5.07937     1.000000
11873 LABRGE  ( -1)       0.568586278       0.073916727   7.69225    -4.897962
11871 PBRGE   (  0)      -0.171762216       0.100124194  -1.71549     0.971561

SE of equation            =     0.160152548
Sum of squared residuals  =  3.15480717      -0.331539241E-10
Average absolute error    =     0.118009273
Sum of ABS residuals      =  14.8691684    
R squared                 =   0.32868
Durbin-Watson statistic   =   2.06346
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                        +      *      !!           .  .  .0          !
 1981.4!                           +          *!           .  .  .   0       !
 1982.1!                               +  *   !!           .  . 0.           !
 1982.2!                             +   *    !!           .  .  0           !
 1982.3!                            +    *    !!           .  .  0           !
 1982.4!                           +     *    !!           .  .  0           !
 1983.1!                           +          !!           .  0  .           !
 1983.2!                        +      *      !!           .  .  .0          !
 1983.3!                        * +           !!           . 0.  .           !
 1983.4!                      + *             !!           .  . 0.           !
 1984.1!                      +   *           !!           .  . 0.           !
 1984.2!                       +        *     !!           .  .  . 0         !
 1984.3!                         *+           !!           .  0  .           !
 1984.4!                      +     *         !!           .  .  .0          !
 1985.1!                      * +             !!           . 0.  .           !
 1985.2!                     +             *  !!           .  .  .     0     !
 1985.3!                             +  *     !!           .  . 0.           !
 1985.4!                           +*         !!           .  .0 .           !
 1986.1!                       *  +           !!           .0 .  .           !
 1986.2!                       +          *   !!           .  .  .   0       !
 1986.3!                           * +        !!           . 0.  .           !
 1986.4*                        +             !0           .  .  .           !
 1987.1!         +         *                  !!           .  .  .  0        !
 1987.2!                    +    *            !!           .  . 0.           !
 1987.3!                     * +              !!           . 0.  .           !
 1987.4!                     *+               !!           . 0.  .           !
 1988.1!                      +               !!           .  0  .           !
 1988.2!                     *+               !!           . 0.  .           !
 1988.3!                     +*               !!           .  .0 .           !
 1988.4!                      + *             !!           .  .0 .           !
 1989.1!                       +              !!           .  0  .           !
 1989.2!                       +*             !!           .  .0 .           !
 1989.3!                        +  *          !!           .  . 0.           !
 1989.4!                        * +           !!           . 0.  .           !
 1990.1!                         +     *      !!           .  .  .0          !
 1990.2!                            +         !!           .  0  .           !
 1990.3!                           +          !!           .  0  .           !
 1990.4!                     *   +            !!           0  .  .           !
 1991.1!                       +      *       !!           .  .  . 0         !
 1991.2!                            +*        !!           .  .0 .           !
 1991.3!                         * +          !!           . 0.  .           !
 1991.4!                        +             !!           .  0  .           !
 1992.1!               *       +              !!         0 .  .  .           !
 1992.2!                  +   *               !!           .  . 0.           !
 1992.3!                       +*             !!           .  .0 .           !
 1992.4!                      * +             !!           . 0.  .           !
 1993.1!              *       +               !!          0.  .  .           !
 1993.2!                  + *                 !!           .  .0 .           !
 1993.3!                     +                !!           .  0  .           !
 1993.4!                *    +                !!           0  .  .           !
 1994.1!              *   +                   !!           0  .  .           !
 1994.2!                 +  *                 !!           .  .0 .           !
 1994.3!                     +                !!           .  0  .           !
 1994.4!                 *   +                !!           0  .  .           !
 1995.1!                *   +                 !!           .0 .  .           !
 1995.2!                *  +                  !!           .0 .  .           !
 1995.3!                  *+                  !!           .  0  .           !
 1995.4!             *      +                 !!          0.  .  .           !
 1996.1!      *          +                    !!       0   .  .  .           !
 1996.2!             +  *                     !!           .  . 0.           !
 1996.3!               *   +                  !!           .0 .  .           !
 1996.4!                * +                   !!           . 0.  .           !
 1997.1!               *   +                  !!           .0 .  .           !
 1997.2!                 +   *                !!           .  . 0.           !
 1997.3!                  * +                 !!           . 0.  .           !
 1997.4!               *   +                  !!           .0 .  .           !
 1998.1!                   +      *           !!           .  .  .0          !
 1998.2!                        +             !!           .  0  .           !
 1998.3!                       +   *          !!           .  . 0.           !
 1998.4!                   *     +            !!           0  .  .           !
 1999.1!           *         +                !!        0  .  .  .           !
 1999.2!                +        *            !!           .  .  . 0         !
 1999.3!                     *  +             !!           .0 .  .           !
 1999.4!               *     +                !!          0.  .  .           !
 2000.1!             *    +                   !!           0  .  .           !
 2000.2!                +                     !!           .  0  .           !
 2000.3!                * +                   !!           . 0.  .           !
 2000.4!          *       +                   !!         0 .  .  .           !
 2001.1!             * +                      !!           . 0.  .           !
 2001.2!                +*                    !!           .  0  .           !
 2001.3!              *    +                  !!           0  .  .           !
 2001.4!            *    +                    !!           0  .  .           !
 2002.1!       *        +                     !!        0  .  .  .           !
 2002.2!       *    +                         !!           0  .  .           !
 2002.3!              +             *         !!           .  .  .    0      !
 2002.4!                   *     +            !!          0.  .  .           !
 2003.1!               *     +                !!           0  .  .           !
 2003.2!                  +   *               !!           .  . 0.           !
 2003.3!                 *    +               !!           0  .  .           !
 2003.4!                 * +                  !!           . 0.  .           !
 2004.1!                    +  *              !!           .  . 0.           !
 2004.2!                  *   +               !!           .0 .  .           !
 2004.3!                    + *               !!           .  .0 .           !
 2004.4!                *     +               !!          0.  .  .           !
 2005.1!                  +*                  !!           .  0  .           !
 2005.2!                   +   *              !!           .  . 0.           !
 2005.3!                     + *              !!           .  .0 .           !
 2005.4!                   *  +               !!           .0 .  .           !
 2006.1!                   +*                 !!           .  0  .           !
 2006.2!              *    +                  !!           0  .  .           !
 2006.3!                 +    *               !!           .  .  0           !
 2006.4!                  *  +                !!           .0 .  .           !
 2007.1!                   +  *               !!           .  . 0.           !
 2007.2!                     +                !!           .  0  .           !
 2007.3!                     +   *            !!           .  . 0.           !
 2007.4!                       +*             !!           .  .0 .           !
 2008.1!              *       +               !!         0 .  .  .           !
 2008.2!                 +     *              !!           .  .  .0          !
 2008.3!                     +      *         !!           .  .  .0          !
 2008.4!                      *+              !!           . 0.  .           !
 2009.1!                 *   +                !!           .0 .  .           !
 2009.2!                  +    *              !!           .  .  0           !
 2009.3!                      +   *           !!           .  . 0.           !
 2009.4!                       +  *           !!           .  .0 .           !
 2010.1!                       *+             !!           .  0  .           !
 2010.2!                     + *              !!           .  .0 .           !
 2010.3!                     +      *         !!           .  .  .0          !
 2010.4!                        +             !!           .  0  .           !
 2011.1!                    *+                !!           . 0.  .           !
 2011.2!                  +                   !!           .  0  .           !
 2011.3!                  + *                 !!           .  .0 .           !
 2011.4!                   +*                 !!           .  .0 .           !
 2012.1!          *        +                  !!         0 .  .  .           !
 2012.2!             +*                       !!           .  .0 .           !
 2012.3!               +                      !!           .  0  .           !
 2012.4!                 + *                  !!           .  .0 .           !


     26.19 percent of the residuals exceed 1 SE
      4.76 percent of the residuals exceed 2 SE
@EQ   321 LAACEGE C LACEGE(-1) PCEGE;SMPL 1978.3 2012.4;OLS;EST  321 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMEGE=MEPX$Q/GEPMM;                                                     
 GENR LAAMEGE=LOG(AAMEGE+.00001);                                             
 GENR LAMEGE=LOG(AMEGE+.00001);                                               
 LHS AAMEGE=EXP(LAAMEGE)-.00001;                                              
  EQ  322 LAAMEGE C LAMEGE(-1) PMEGE;                                         
EQUATION 489  LAAMEGE  
   RHS     C  LAMEGE(-1)  PMEGE  
 SMPL 1980.3 2012.4;                                                          
Sample period is now  1980.3 to  2012.4 Internally:   115 to   244
 OLS;EST  489 PLOT=0;END;                                                     

Equation number =  489
**********************

Dependent variable = LAAMEGE 

 1980.3 -   2012.4,    0 missing obs.,  130 obs. used.

Mean of dependent variable       -6.119300517

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.386275200       0.229799265  -1.68092     1.000000
11876 LAMEGE  ( -1)       0.901975167       0.039404242  22.89031    -6.124272
11874 PMEGE   (  0)      -0.185236438       0.150830246  -1.22811     1.128742

SE of equation            =     0.203915513
Sum of squared residuals  =  5.28085515       0.728039851E-11
Average absolute error    =     0.146845602
Sum of ABS residuals      =  19.0899282    
R squared                 =   0.84040
Durbin-Watson statistic   =   2.42295
SMPL and No. Obs.         = 1980.3   2012.4    130

Plot of actual(*) and fitted(+) values and residuals(0)


 1980.3!             *      +                 !!       0  .   .   .          !
 1980.4!              +    *                  !!          .   .   .0         !
 1981.1!          *        +                  !!      0   .   .   .          !
 1981.2!          +   *                       !!          .   .  0.          !
 1981.3!              +  *                    !!          .   .  0.          !
 1981.4!             *  +                     !!          .0  .   .          !
 1982.1!            *+                        !!          .  0.   .          !
 1982.2!      *     +                         !!        0 .   .   .          !
 1982.3!     *+                               !!          .  0.   .          !
 1982.4!      +               *               !!          .   .   .          0
 1983.1!             *       +                !!      0   .   .   .          !
 1983.2!             +                        !!          .   .0  .          !
 1983.3!            *+                        !!          .  0.   .          !
 1983.4!            +  *                      !!          .   .  0.          !
 1984.1!           *   +                      !!          .0  .   .          !
 1984.2!           + *                        !!          .   . 0 .          !
 1984.3!      *      +                        !!        0 .   .   .          !
 1984.4!      +*                              !!          .   .0  .          !
 1985.1!      +              *                !!          .   .   .        0 !
 1985.2!         *          +                 !!    0     .   .   .          !
 1985.3!         +                            !!          .   0   .          !
 1985.4!          + *                         !!          .   . 0 .          !
 1986.1!            +                         !!          .   0   .          !
 1986.2!            +     *                   !!          .   .   .0         !
 1986.3!                 *+                   !!          .  0.   .          !
 1986.4!                 +                    !!          .   0   .          !
 1987.1!            *    +                    !!         0.   .   .          !
 1987.2!             +*                       !!          .   .0  .          !
 1987.3!          *   +                       !!          .0  .   .          !
 1987.4!         *  +                         !!          . 0 .   .          !
 1988.1!           +     *                    !!          .   .   .0         !
 1988.2!              *  +                    !!          .0  .   .          !
 1988.3!              +  *                    !!          .   . 0 .          !
 1988.4!              *  +                    !!          .0  .   .          !
 1989.1!         *    +                       !!         0.   .   .          !
 1989.2!          +*                          !!          .   .0  .          !
 1989.3!           *+                         !!          .   0   .          !
 1989.4!       *    +                         !!          0   .   .          !
 1990.1!    *    +                            !!          0   .   .          !
 1990.2!      +                               !!          .   0   .          !
 1990.3!     *  +                             !!          . 0 .   .          !
 1990.4!      *+                              !!          .  0.   .          !
 1991.1!        +   *                         !!          .   .  0.          !
 1991.2!             +  *                     !!          .   .  0.          !
 1991.3!         *       +                    !!       0  .   .   .          !
 1991.4!          +                           !!          .   0   .          !
 1992.1!           *+                         !!          .   0   .          !
 1992.2!            +*                        !!          .   .0  .          !
 1992.3!          *   +                       !!          0   .   .          !
 1992.4!     *     +                          !!        0 .   .   .          !
 1993.1!      +    *                          !!          .   .   .0         !
 1993.2!        *   +                         !!          0   .   .          !
 1993.3!       * +                            !!          . 0 .   .          !
 1993.4!   *    +                             !!          0   .   .          !
 1994.1!     + *                              !!          .   . 0 .          !
 1994.2!    *   +                             !!          0   .   .          !
 1994.3!   * +                                !!          . 0 .   .          !
 1994.4!   * +                                !!          . 0 .   .          !
 1995.1*     +                                !!         0.   .   .          !
 1995.2! +     *                              !!          .   .   .0         !
 1995.3!        +  *                          !!          .   . 0 .          !
 1995.4!         *  +                         !!          . 0 .   .          !
 1996.1!           +                          !!          .   0   .          !
 1996.2!            +  *                      !!          .   .  0.          !
 1996.3!          *     +                     !!         0.   .   .          !
 1996.4!        *  +                          !!          .0  .   .          !
 1997.1!         +   *                        !!          .   .   0          !
 1997.2!              +                       !!          .   0   .          !
 1997.3!            *  +                      !!          .0  .   .          !
 1997.4!            +                         !!          .   0   .          !
 1998.1!             +*                       !!          .   .0  .          !
 1998.2!              +*                      !!          .   .0  .          !
 1998.3!                +    *                !!          .   .   .0         !
 1998.4!                     +          *     !!          .   .   .     0    !
 1999.1!                              +     * !!          .   .   .0         !
 1999.2!                                  +   !!          .   0   .          !
 1999.3!                                *+    !!          .  0.   .          !
 1999.4!                            * +       !!          . 0 .   .          !
 2000.1!                           +          !!          .   .0  .          !
 2000.2!                        * +           !!          . 0 .   .          !
 2000.3!                      *+              !!          .  0.   .          !
 2000.4!                     +   *            !!          .   .   0          !
 2001.1!                        +             !!          .   0   .          !
 2001.2!                       + *            !!          .   . 0 .          !
 2001.3!                      * +             !!          . 0 .   .          !
 2001.4!                     +  *             !!          .   . 0 .          !
 2002.1!                  *    +              !!          0   .   .          !
 2002.2!                  +*                  !!          .   .0  .          !
 2002.3!                   + *                !!          .   . 0 .          !
 2002.4!                  *  +                !!          . 0 .   .          !
 2003.1!                  +     *             !!          .   .   .0         !
 2003.2!                        +             !!          .   .0  .          !
 2003.3!                        + *           !!          .   . 0 .          !
 2003.4!                          +           !!          .   0   .          !
 2004.1!                     *    +           !!          0   .   .          !
 2004.2!                     +*               !!          .   .0  .          !
 2004.3!                      + *             !!          .   .0  .          !
 2004.4!                        +             !!          .   0   .          !
 2005.1!                        +             !!          .   0   .          !
 2005.2!                        + *           !!          .   . 0 .          !
 2005.3!                          +   *       !!          .   .   0          !
 2005.4!                            *+        !!          .  0.   .          !
 2006.1!                            +*        !!          .   .0  .          !
 2006.2!                             +        !!          .   0   .          !
 2006.3!                             + *      !!          .   . 0 .          !
 2006.4!                              +*      !!          .   .0  .          !
 2007.1!                              +*      !!          .   .0  .          !
 2007.2!                               +*     !!          .   .0  .          !
 2007.3!                               +    * !!          .   .   .0         !
 2007.4!                                    + *!          .   . 0 .          !
 2008.1!                                     +!!          .   0   .          !
 2008.2!                                    + *!          .   . 0 .          !
 2008.3!                                    *+!!          .  0.   .          !
 2008.4!                                   +* !!          .   .0  .          !
 2009.1!                               *   +  !!          0   .   .          !
 2009.2!                              +  *    !!          .   .  0.          !
 2009.3!                             *  +     !!          .0  .   .          !
 2009.4!                             +     *  !!          .   .   . 0        !
 2010.1!                                * +   !!          . 0 .   .          !
 2010.2!                               +      !!          .   0   .          !
 2010.3!                               +      !!          .   .0  .          !
 2010.4!                               +      !!          .   0   .          !
 2011.1!                              +       !!          .   0   .          !
 2011.2!                             + *      !!          .   . 0 .          !
 2011.3!                               +   *  !!          .   .   0          !
 2011.4!                                 *+   !!          .  0.   .          !
 2012.1!                               *+     !!          .  0.   .          !
 2012.2!                              +   *   !!          .   .  0.          !
 2012.3!                                 + *  !!          .   . 0 .          !
 2012.4!                                 *+   !!          .  0.   .          !


     27.69 percent of the residuals exceed 1 SE
      4.62 percent of the residuals exceed 2 SE
@EQ   323 LAAPEGE C LAPEGE(-1) PPEGE;SMPL 1981.3 2012.4;OLS;EST  323 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTUGE=TUPX$/GEPMM;                                                      
 GENR LAATUGE=LOG(AATUGE+.00001);                                             
 GENR LATUGE=LOG(ATUGE+.00001);                                               
 LHS AATUGE=EXP(LAATUGE)-.00001;                                              
  EQ  324 LAATUGE C LATUGE(-1) PTUGE;                                         
EQUATION 490  LAATUGE  
   RHS     C  LATUGE(-1)  PTUGE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  490 PLOT=0;END;                                                     

Equation number =  490
**********************

Dependent variable = LAATUGE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.878022831

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.442604379       0.143605491  -3.08209     1.000000
11879 LATUGE  ( -1)       0.851219264       0.041373397  20.57407    -4.886404
11877 PTUGE   (  0)      -0.232602186       0.127876942  -1.81895     1.186649

SE of equation            =     0.207757210
Sum of squared residuals  =  7.98516578       0.114566134E-10
Average absolute error    =     0.162720981
Sum of ABS residuals      =  30.5915444    
R squared                 =   0.83909
Durbin-Watson statistic   =   2.67249
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!  +     *                             !!           .  .  . 0         !
 1966.2!        *+                            !!           . 0.  .           !
 1966.3!       * +                            !!           .0 .  .           !
 1966.4!       +*                             !!           .  .0 .           !
 1967.1!  *      +                            !!         0 .  .  .           !
 1967.2!    +    *                            !!           .  .  .0          !
 1967.3!         +   *                        !!           .  .  0           !
 1967.4!             +*                       !!           .  0  .           !
 1968.1!          *   +                       !!           0  .  .           !
 1968.2!   *      +                           !!         0 .  .  .           !
 1968.3!     +  *                             !!           .  .  0           !
 1968.4!       * +                            !!           .0 .  .           !
 1969.1!     *  +                             !!           .0 .  .           !
 1969.2!      +                               !!           .  0  .           !
 1969.3!        +    *                        !!           .  .  .0          !
 1969.4!          *  +                        !!           0  .  .           !
 1970.1!      *   +                           !!           0  .  .           !
 1970.2!         + *                          !!           .  . 0.           !
 1970.3!            +*                        !!           .  .0 .           !
 1970.4! *            +                       !!    0      .  .  .           !
 1971.1!   +    *                             !!           .  .  .0          !
 1971.2!      *   +                           !!           0  .  .           !
 1971.3!        +  *                          !!           .  . 0.           !
 1971.4!     *      +                         !!        0  .  .  .           !
 1972.1!       +     *                        !!           .  .  . 0         !
 1972.2!              *+                      !!           . 0.  .           !
 1972.3!               + *                    !!           .  .0 .           !
 1972.4!       *          +                   !!      0    .  .  .           !
 1973.1!         +  *                         !!           .  . 0.           !
 1973.2!              + *                     !!           .  . 0.           !
 1973.3!          *      +                    !!        0  .  .  .           !
 1973.4*           +                          !!    0      .  .  .           !
 1974.1! +                   *                !!           .  .  .           0
 1974.2!                   * +                !!           .0 .  .           !
 1974.3!              *    +                  !!          0.  .  .           !
 1974.4!   *           +                      !!     0     .  .  .           !
 1975.1!      + *                             !!           .  .0 .           !
 1975.2!          +*                          !!           .  .0 .           !
 1975.3!            +    *                    !!           .  .  0           !
 1975.4!        *         +                   !!       0   .  .  .           !
 1976.1!          +      *                    !!           .  .  . 0         !
 1976.2!         *       +                    !!        0  .  .  .           !
 1976.3!          *+                          !!           .  0  .           !
 1976.4!         * +                          !!           .0 .  .           !
 1977.1!         * +                          !!           .0 .  .           !
 1977.2!         *+                           !!           . 0.  .           !
 1977.3!           +*                         !!           .  .0 .           !
 1977.4!            * +                       !!           .0 .  .           !
 1978.1!           *  +                       !!           .0 .  .           !
 1978.2!              +  *                    !!           .  .  0           !
 1978.3!                 * +                  !!           .0 .  .           !
 1978.4!           *      +                   !!         0 .  .  .           !
 1979.1!         *    +                       !!          0.  .  .           !
 1979.2!          * +                         !!           . 0.  .           !
 1979.3!            +                         !!           . 0.  .           !
 1979.4!        *     +                       !!         0 .  .  .           !
 1980.1!           +*                         !!           .  0  .           !
 1980.2!          *    +                      !!           0  .  .           !
 1980.3!             + *                      !!           .  .0 .           !
 1980.4!          *      +                    !!         0 .  .  .           !
 1981.1!          *  +                        !!           .0 .  .           !
 1981.2!         *  +                         !!           .0 .  .           !
 1981.3!           +  *                       !!           .  .  0           !
 1981.4!          *    +                      !!          0.  .  .           !
 1982.1!          *+                          !!           . 0.  .           !
 1982.2!            +*                        !!           .  .0 .           !
 1982.3!              +  *                    !!           .  .  0           !
 1982.4!           *     +                    !!         0 .  .  .           !
 1983.1!            +*                        !!           .  .0 .           !
 1983.2!              +*                      !!           .  .0 .           !
 1983.3!               +   *                  !!           .  .  0           !
 1983.4!            *      +                  !!         0 .  .  .           !
 1984.1!             +        *               !!           .  .  .   0       !
 1984.2!                     +  *             !!           .  . 0.           !
 1984.3!                       +  *           !!           .  .  0           !
 1984.4!                 *       +            !!        0  .  .  .           !
 1985.1!                 +      *             !!           .  .  .  0        !
 1985.2!                       +*             !!           .  .0 .           !
 1985.3!                       +    *         !!           .  .  .0          !
 1985.4!                  *        +          !!       0   .  .  .           !
 1986.1!                   + *                !!           .  . 0.           !
 1986.2!                    *+                !!           . 0.  .           !
 1986.3!                     +   *            !!           .  .  0           !
 1986.4!                      * +             !!           .0 .  .           !
 1987.1!                      +  *            !!           .  . 0.           !
 1987.2!                         +     *      !!           .  .  .0          !
 1987.3!                              + *     !!           .  .0 .           !
 1987.4!                            *  +      !!           .0 .  .           !
 1988.1!                          * +         !!           . 0.  .           !
 1988.2!                          +           !!           .  0  .           !
 1988.3!                          + *         !!           .  .0 .           !
 1988.4!                         * +          !!           . 0.  .           !
 1989.1!                         +*           !!           .  0  .           !
 1989.2!                         +*           !!           .  0  .           !
 1989.3!                          +*          !!           .  .0 .           !
 1989.4!                         * +          !!           . 0.  .           !
 1990.1!                         +            !!           .  0  .           !
 1990.2!                         + *          !!           .  . 0.           !
 1990.3!                           +    *     !!           .  .  .0          !
 1990.4!                              * +     !!           . 0.  .           !
 1991.1!                              +       !!           .  0  .           !
 1991.2!                          *   +       !!           0  .  .           !
 1991.3!                          +    *      !!           .  .  .0          !
 1991.4!                          *   +       !!           0  .  .           !
 1992.1!                           +*         !!           .  .0 .           !
 1992.2!                            +         !!           .  0  .           !
 1992.3!                             +    *   !!           .  .  .0          !
 1992.4!                          *      +    !!        0  .  .  .           !
 1993.1!                          +  *        !!           .  .  0           !
 1993.2!                             +*       !!           .  .0 .           !
 1993.3!                             +  *     !!           .  . 0.           !
 1993.4!                           *   +      !!          0.  .  .           !
 1994.1!                          +  *        !!           .  . 0.           !
 1994.2!                            +*        !!           .  .0 .           !
 1994.3!                             +   *    !!           .  .  0           !
 1994.4!                           *    +     !!          0.  .  .           !
 1995.1!                           +   *      !!           .  .  0           !
 1995.2!                               + *    !!           .  . 0.           !
 1995.3!                                + *   !!           .  . 0.           !
 1995.4!                             *   +    !!           0  .  .           !
 1996.1!                             +  *     !!           .  . 0.           !
 1996.2!                               +*     !!           .  .0 .           !
 1996.3!                                +  *  !!           .  .  0           !
 1996.4!                               *  +   !!           0  .  .           !
 1997.1!                              +  *    !!           .  . 0.           !
 1997.2!                                +*    !!           .  .0 .           !
 1997.3!                                +*    !!           .  .0 .           !
 1997.4!                             *  +     !!           0  .  .           !
 1998.1!                            +   *     !!           .  .  0           !
 1998.2!                               +*     !!           .  .0 .           !
 1998.3!                               +  *   !!           .  . 0.           !
 1998.4!                             *   +    !!          0.  .  .           !
 1999.1!                            +  *      !!           .  . 0.           !
 1999.2!                              +*      !!           .  0  .           !
 1999.3!                              +  *    !!           .  . 0.           !
 1999.4!                             *  +     !!           .0 .  .           !
 2000.1!                            + *       !!           .  .0 .           !
 2000.2!                             +        !!           .  0  .           !
 2000.3!                            +*        !!           .  .0 .           !
 2000.4!                        *   +         !!           0  .  .           !
 2001.1!                        +   *         !!           .  .  0           !
 2001.2!                           +  *       !!           .  . 0.           !
 2001.3!                             +*       !!           .  .0 .           !
 2001.4!                          *  +        !!           0  .  .           !
 2002.1!                         +    *       !!           .  .  .0          !
 2002.2!                             +*       !!           .  .0 .           !
 2002.3!                             +   *    !!           .  .  0           !
 2002.4!                              * +     !!           .0 .  .           !
 2003.1!                             +   *    !!           .  .  0           !
 2003.2!                                + *   !!           .  .0 .           !
 2003.3!                                 +   *!!           .  .  0           !
 2003.4!                                *   + !!           0  .  .           !
 2004.1!                               +   *  !!           .  . 0.           !
 2004.2!                                  +*  !!           .  .0 .           !
 2004.3!                                  +   *!           .  .  0           !
 2004.4!                                 *   +!!           0  .  .           !
 2005.1!                                +   * !!           .  .  0           !
 2005.2!                                   +  !!           .  0  .           !
 2005.3!                                  +  *!!           .  .  0           !
 2005.4!                                 *  + !!           0  .  .           !
 2006.1!                                +     !!           .  0  .           !
 2006.2!                                + *   !!           .  .0 .           !
 2006.3!                                 + *  !!           .  .0 .           !
 2006.4!                               *  +   !!           .0 .  .           !
 2007.1!                               +  *   !!           .  .  0           !
 2007.2!                                  + * !!           .  .0 .           !
 2007.3!                                   +  *!           .  . 0.           !
 2007.4!                                 *   +!!           0  .  .           !
 2008.1!                                 +  * !!           .  . 0.           !
 2008.2!                                    + !!           .  0  .           !
 2008.3!                                   + *!!           .  .0 .           !
 2008.4!                              *     + !!         0 .  .  .           !
 2009.1!                              +  *    !!           .  .  0           !
 2009.2!                                 +*   !!           .  .0 .           !
 2009.3!                                 +  * !!           .  . 0.           !
 2009.4!                                *  +  !!           0  .  .           !
 2010.1!                                + *   !!           .  . 0.           !
 2010.2!                                *+    !!           . 0.  .           !
 2010.3!                                +   * !!           .  .  .0          !
 2010.4!                                 * +  !!           .0 .  .           !
 2011.1!                                +  *  !!           .  . 0.           !
 2011.2!                                   +  !!           .  .0 .           !
 2011.3!                                   + *!!           .  . 0.           !
 2011.4!                                 *  + !!           0  .  .           !
 2012.1!                                +  *  !!           .  . 0.           !
 2012.2!                                  +   !!           .  0  .           !
 2012.3!                                  + * !!           .  . 0.           !
 2012.4!                                *  +  !!           .0 .  .           !


     24.47 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDGE=PDPX$/GEPMM;                                                      
 GENR LAAPDGE=LOG(AAPDGE+.00001);                                             
 GENR LAPDGE=LOG(APDGE+.00001);                                               
 LHS AAPDGE=EXP(LAAPDGE)-.00001;                                              
  EQ  325 LAAPDGE C LAPDGE(-1) PPDGE;                                         
EQUATION 491  LAAPDGE  
   RHS     C  LAPDGE(-1)  PPDGE  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  491 PLOT=0;END;                                                     

Equation number =  491
**********************

Dependent variable = LAAPDGE 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.040813448

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.139201377       0.083389545   1.66929     1.000000
11882 LAPDGE  ( -1)       0.956282518       0.018679709  51.19365    -4.055642
11880 PPDGE   (  0)      -0.267147745       0.105446994  -2.53348     1.129244

SE of equation            =     0.107601462
Sum of squared residuals  =  1.42410318      -0.721200877E-11
Average absolute error    =     0.076494523
Sum of ABS residuals      =  9.63830993    
R squared                 =   0.97961
Durbin-Watson statistic   =   2.48682
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!      +                               !!          .  0.   .          !
 1981.4!      +*                              !!          .   .0  .          !
 1982.1!  *    +                              !!     0    .   .   .          !
 1982.2!   +*                                 !!          .   .  0.          !
 1982.3!    +                                 !!          .   0   .          !
 1982.4!    + *                               !!          .   .   0          !
 1983.1!    * +                               !!         0.   .   .          !
 1983.2!    +                                 !!          .   .0  .          !
 1983.3!    +                                 !!          .  0.   .          !
 1983.4!   +*                                 !!          .   . 0 .          !
 1984.1!  * +                                 !!         0.   .   .          !
 1984.2!  + *                                 !!          .   .   0          !
 1984.3!   + *                                !!          .   .  0.          !
 1984.4!    +                                 !!          .   0   .          !
 1985.1*   +                                  !!     0    .   .   .          !
 1985.2+ *                                    !!          .   .   0          !
 1985.3! + *                                  !!          .   .   .0         !
 1985.4!    +*                                !!          .   . 0 .          !
 1986.1! *   +                                !!     0    .   .   .          !
 1986.2! +*                                   !!          .   .0  .          !
 1986.3!  *+                                  !!          . 0 .   .          !
 1986.4!   +*                                 !!          .   .  0.          !
 1987.1! *   +                                !!      0   .   .   .          !
 1987.2!  +                                   !!          .   0   .          !
 1987.3!   +                                  !!          .   .0  .          !
 1987.4!     + *                              !!          .   .   0          !
 1988.1!      * +                             !!          .0  .   .          !
 1988.2!      *+                              !!          .0  .   .          !
 1988.3!      *+                              !!          . 0 .   .          !
 1988.4!       +  *                           !!          .   .   . 0        !
 1989.1!      *   +                           !!      0   .   .   .          !
 1989.2!      *+                              !!          .  0.   .          !
 1989.3!      *+                              !!          .0  .   .          !
 1989.4!      + *                             !!          .   .   0          !
 1990.1!         +                            !!          .  0.   .          !
 1990.2!          +*                          !!          .   .  0.          !
 1990.3!            +  *                      !!          .   .   .0         !
 1990.4!                + *                   !!          .   .   0          !
 1991.1!                *  +                  !!       0  .   .   .          !
 1991.2!             *  +                     !!        0 .   .   .          !
 1991.3!              + *                     !!          .   .  0.          !
 1991.4!                 +*                   !!          .   .  0.          !
 1992.1!              *   +                   !!    0     .   .   .          !
 1992.2!              *+                      !!          .  0.   .          !
 1992.3!               +  *                   !!          .   .   .0         !
 1992.4!           *      +                   !0          .   .   .          !
 1993.1!            +    *                    !!          .   .   .     0    !
 1993.2!                 +*                   !!          .   . 0 .          !
 1993.3!                  +                   !!          .   0   .          !
 1993.4!                   +*                 !!          .   . 0 .          !
 1994.1!                  * +                 !!          .0  .   .          !
 1994.2!                  +                   !!          .  0.   .          !
 1994.3!                   +*                 !!          .   .  0.          !
 1994.4!                     +*               !!          .   .  0.          !
 1995.1!                      +               !!          .   0   .          !
 1995.2!                       +              !!          .   .0  .          !
 1995.3!                        +             !!          .   0   .          !
 1995.4!                        +             !!          .   0   .          !
 1996.1!                      *  +            !!         0.   .   .          !
 1996.2!                      +               !!          .  0.   .          !
 1996.3!                       +              !!          .   .0  .          !
 1996.4!                       +*             !!          .   .0  .          !
 1997.1!                      * +             !!         0.   .   .          !
 1997.2!                      +               !!          .   .0  .          !
 1997.3!                      +               !!          . 0 .   .          !
 1997.4!                      +*              !!          .   .   0          !
 1998.1!                       +              !!          .  0.   .          !
 1998.2!                       +*             !!          .   .0  .          !
 1998.3!                        +*            !!          .   .  0.          !
 1998.4!                         +*           !!          .   . 0 .          !
 1999.1!                        * +           !!        0 .   .   .          !
 1999.2!                       *+             !!          . 0 .   .          !
 1999.3!                       +              !!          .   0   .          !
 1999.4!                       +*             !!          .   . 0 .          !
 2000.1!                        +             !!          .   .0  .          !
 2000.2!                       *+             !!          . 0 .   .          !
 2000.3!                       +*             !!          .   .  0.          !
 2000.4!                       +*             !!          .   0   .          !
 2001.1!                       + *            !!          .   .  0.          !
 2001.2!                        +             !!          .   .0  .          !
 2001.3!                        +*            !!          .   . 0 .          !
 2001.4!                         + *          !!          .   .   .0         !
 2002.1!                         * +          !!          .0  .   .          !
 2002.2!                         + *          !!          .   .   0          !
 2002.3!                           +          !!          .   0   .          !
 2002.4!                           +*         !!          .   .  0.          !
 2003.1!                            +         !!          .   0   .          !
 2003.2!                            + *       !!          .   .  0.          !
 2003.3!                             +*       !!          .   .0  .          !
 2003.4!                              + *     !!          .   .   0          !
 2004.1!                                + *   !!          .   .   0          !
 2004.2!                               *  +   !!         0.   .   .          !
 2004.3!                               +      !!          .  0.   .          !
 2004.4!                               + *    !!          .   .   0          !
 2005.1!                                 +*   !!          .   .0  .          !
 2005.2!                                 *+   !!          . 0 .   .          !
 2005.3!                                *+    !!          .  0.   .          !
 2005.4!                                 +    !!          .   .0  .          !
 2006.1!                                 +    !!          .   .0  .          !
 2006.2!                                 *+   !!          .  0.   .          !
 2006.3!                                  +   !!          .   .0  .          !
 2006.4!                                  +   !!          .   0   .          !
 2007.1!                                  +*  !!          .   .0  .          !
 2007.2!                                   +  !!          .  0.   .          !
 2007.3!                                   +  !!          .   .0  .          !
 2007.4!                                    + !!          .   .0  .          !
 2008.1!                                     +!!          .   .0  .          !
 2008.2!                                      +!          .   0   .          !
 2008.3!                                     *+!          . 0 .   .          !
 2008.4!                                  *  +!!        0 .   .   .          !
 2009.1!                                  + * !!          .   .   0          !
 2009.2!                                    +*!!          .   .0  .          !
 2009.3!                                     +*!          .   .0  .          !
 2009.4!                                      +!          .   0   .          !
 2010.1!                                      +!          .  0.   .          !
 2010.2!                                     *+!          . 0 .   .          !
 2010.3!                                     +!!          .   .0  .          !
 2010.4!                                     +!!          .   0   .          !
 2011.1!                                     +*!          .   .0  .          !
 2011.2!                                      +!          .   0   .          !
 2011.3!                                      +!          .   0   .          !
 2011.4!                                     *+!          .  0.   .          !
 2012.1!                                     +!!          .   0   .          !
 2012.2!                                    *+!!          .  0.   .          !
 2012.3!                                    +*!!          .   .0  .          !
 2012.4!                                     +!!          .   0   .          !


     24.60 percent of the residuals exceed 1 SE
      6.35 percent of the residuals exceed 2 SE
@@EQ  326 LAARUGE C LARUGE(-1) PRUGE;SMPL 1992.3 2012.4;OLS;EST  326 PLOT=0;EN
@@EQ  327 LAAUEGE C LAUEGE(-1) PUEGE;SMPL 1992.4 2012.4;OLS;EST  327 PLOT=0;EN
@EQ   328 LAAEGGE C LAEGGE(-1) PEGGE;SMPL 1981.3 2012.4;OLS;EST  328 PLOT=0;EN
@EQ   329 LAAISGE C LAISGE(-1) PISGE;SMPL 1966.1 2012.4;OLS;EST  329 PLOT=0;EN
@EQ   330 LAAKEGE C LAKEGE(-1) PKEGE;SMPL 1966.1 2012.4;OLS;EST  330 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBAGE=BAPX$/GEPMM;                                                      
 GENR LAABAGE=LOG(AABAGE+.00001);                                             
 GENR LABAGE=LOG(ABAGE+.00001);                                               
 LHS AABAGE=EXP(LAABAGE)-.00001;                                              
  EQ  331 LAABAGE C LABAGE(-1) PBAGE;                                         
EQUATION 492  LAABAGE  
   RHS     C  LABAGE(-1)  PBAGE  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  492 PLOT=0;END;                                                     

Equation number =  492
**********************

Dependent variable = LAABAGE 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -7.919972991

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.162726266       0.099382300  -1.63738     1.000000
11885 LABAGE  ( -1)       0.935780109       0.020684971  45.23961    -7.940461
11883 PBAGE   (  0)      -0.227370748       0.067304642  -3.37823     1.436952

SE of equation            =     0.197819805
Sum of squared residuals  =  6.22209537       0.223101537E-10
Average absolute error    =     0.141870691
Sum of ABS residuals      =  22.9830520    
R squared                 =   0.98021
Durbin-Watson statistic   =   2.28112
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!         +*                           !!          .   . 0 .          !
 1972.4!         *+                           !!          .  0.   .          !
 1973.1!         +*                           !!          .   . 0 .          !
 1973.2!         +    *                       !!          .   .   .       0  !
 1973.3!         *   +                        !!    0     .   .   .          !
 1973.4!   *     +                            !0          .   .   .          !
 1974.1*  +                                   !!      0   .   .   .          !
 1974.2+  *                                   !!          .   .   .   0      !
 1974.3!  +*                                  !!          .   .  0.          !
 1974.4!   + *                                !!          .   .   0          !
 1975.1!    *+                                !!          . 0 .   .          !
 1975.2!   *+                                 !!          .0  .   .          !
 1975.3! *+                                   !!          .0  .   .          !
 1975.4!*+                                    !!          .0  .   .          !
 1976.1!+   *                                 !!          .   .   .    0     !
 1976.2!    +*                                !!          .   .  0.          !
 1976.3!     +                                !!          .   . 0 .          !
 1976.4!     +                                !!          .   0   .          !
 1977.1!     +*                               !!          .   .  0.          !
 1977.2!      +                               !!          .   .0  .          !
 1977.3!   *  +                               !!        0 .   .   .          !
 1977.4!   +  *                               !!          .   .   . 0        !
 1978.1!    * +                               !!         0.   .   .          !
 1978.2! *  +                                 !!     0    .   .   .          !
 1978.3! + *                                  !!          .   .   .0         !
 1978.4!   +  *                               !!          .   .   . 0        !
 1979.1!     *+                               !!          .0  .   .          !
 1979.2!     +     *                          !!          .   .   .         0!
 1979.3!     *     +                          !!0         .   .   .          !
 1979.4!     +                                !!          .   0   .          !
 1980.1!   * +                                !!         0.   .   .          !
 1980.2!   +*                                 !!          .   .  0.          !
 1980.3!     +  *                             !!          .   .   .  0       !
 1980.4!      * +                             !!         0.   .   .          !
 1981.1!   *   +                              !!      0   .   .   .          !
 1981.2!    +*                                !!          .   .  0.          !
 1981.3!     *+                               !!          .0  .   .          !
 1981.4!      +                               !!          .   0   .          !
 1982.1!       + *                            !!          .   .   . 0        !
 1982.2!      *   +                           !!   0      .   .   .          !
 1982.3!       +*                             !!          .   .  0.          !
 1982.4!         +                            !!          .   . 0 .          !
 1983.1!       *  +                           !!      0   .   .   .          !
 1983.2!     * +                              !!       0  .   .   .          !
 1983.3!      +*                              !!          .   .  0.          !
 1983.4!      *+                              !!          .0  .   .          !
 1984.1!     *+                               !!          0   .   .          !
 1984.2!     +                                !!          .  0.   .          !
 1984.3!    + *                               !!          .   .  0.          !
 1984.4!     +  *                             !!          .   .   .     0    !
 1985.1!      *+                              !!          .  0.   .          !
 1985.2!     +                                !!          .   .0  .          !
 1985.3!     +*                               !!          .   .   0          !
 1985.4!       +*                             !!          .   .  0.          !
 1986.1!        *+                            !!          . 0 .   .          !
 1986.2!         +                            !!          .   . 0 .          !
 1986.3!          +*                          !!          .   . 0 .          !
 1986.4!           *+                         !!          .   0   .          !
 1987.1!            +                         !!          .  0.   .          !
 1987.2!             +*                       !!          .   .   0          !
 1987.3!             * +                      !!         0.   .   .          !
 1987.4!              +                       !!          .   .0  .          !
 1988.1!               +*                     !!          .   .  0.          !
 1988.2!                *+                    !!          .  0.   .          !
 1988.3!                +*                    !!          .   .0  .          !
 1988.4!              *  +                    !!      0   .   .   .          !
 1989.1!               +                      !!          .   0   .          !
 1989.2!             * +                      !!          0   .   .          !
 1989.3!             *+                       !!          .0  .   .          !
 1989.4!              + *                     !!          .   .   .0         !
 1990.1!                *+                    !!          .0  .   .          !
 1990.2!                 + *                  !!          .   .   .0         !
 1990.3!                  * +                 !!          .0  .   .          !
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 1991.1!                     +                !!          .  0.   .          !
 1991.2!                     +                !!          .   0   .          !
 1991.3!                      +               !!          .   .0  .          !
 1991.4!                       +              !!          .   .0  .          !
 1992.1!                     *  +             !!       0  .   .   .          !
 1992.2!                     +                !!          . 0 .   .          !
 1992.3!                     *+               !!          .  0.   .          !
 1992.4!                      +*              !!          .   .  0.          !
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 1993.2!                       *+             !!          . 0 .   .          !
 1993.3!                        +*            !!          .   . 0 .          !
 1993.4!                         +            !!          .   0   .          !
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 1994.2!                       *+             !!         0.   .   .          !
 1994.3!                       +              !!          .   .0  .          !
 1994.4!                        +             !!          .   0   .          !
 1995.1!                        +             !!          .   0   .          !
 1995.2!                        *+            !!          . 0 .   .          !
 1995.3!                         +            !!          .   .0  .          !
 1995.4!                         +            !!          .  0.   .          !
 1996.1!                         +            !!          .  0.   .          !
 1996.2!                         *+           !!          .  0.   .          !
 1996.3!                          +           !!          .   0   .          !
 1996.4!                         *+           !!          .0  .   .          !
 1997.1!                          +           !!          .   0   .          !
 1997.2!                          +           !!          .   .0  .          !
 1997.3!                          +           !!          . 0 .   .          !
 1997.4!                          +           !!          .   .0  .          !
 1998.1!                          +           !!          .   .0  .          !
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 1998.3!                          *+          !!          . 0 .   .          !
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 1999.2!                           +          !!          .   .0  .          !
 1999.3!                           +*         !!          .   . 0 .          !
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 2000.1!                           +*         !!          .   .  0.          !
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 2000.3!                            +*        !!          .   . 0 .          !
 2000.4!                            + *       !!          .   .   .0         !
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 2001.3!                            +*        !!          .   .0  .          !
 2001.4!                            +         !!          . 0 .   .          !
 2002.1!                           + *        !!          .   .  0.          !
 2002.2!                            +         !!          . 0 .   .          !
 2002.3!                            +         !!          .   .0  .          !
 2002.4!                            +*        !!          .   . 0 .          !
 2003.1!                             +        !!          .   0   .          !
 2003.2!                             +*       !!          .   .   0          !
 2003.3!                              +*      !!          .   . 0 .          !
 2003.4!                               + *    !!          .   .  0.          !
 2004.1!                                *+    !!          .  0.   .          !
 2004.2!                                +     !!          .   .0  .          !
 2004.3!                                +     !!          . 0 .   .          !
 2004.4!                                +     !!          .   . 0 .          !
 2005.1!                                *+    !!          . 0 .   .          !
 2005.2!                                +     !!          .  0.   .          !
 2005.3!                               *+     !!          .  0.   .          !
 2005.4!                               + *    !!          .   .   0          !
 2006.1!                                 +*   !!          .   . 0 .          !
 2006.2!                                  +   !!          .   .0  .          !
 2006.3!                                * +   !!          0   .   .          !
 2006.4!                                 +*   !!          .   .  0.          !
 2007.1!                                 *+   !!          . 0 .   .          !
 2007.2!                                 +    !!          .  0.   .          !
 2007.3!                                 +    !!          .  0.   .          !
 2007.4!                                 +*   !!          .   .  0.          !
 2008.1!                                 *+   !!          . 0 .   .          !
 2008.2!                                 +    !!          . 0 .   .          !
 2008.3!                                *+    !!          .  0.   .          !
 2008.4!                                +  *  !!          .   .   . 0        !
 2009.1!                                  +*  !!          .   . 0 .          !
 2009.2!                                   +* !!          .   .0  .          !
 2009.3!                                  * + !!          .0  .   .          !
 2009.4!                                  +*  !!          .   . 0 .          !
 2010.1!                                 * +  !!          0   .   .          !
 2010.2!                                 +*   !!          .   . 0 .          !
 2010.3!                                  +   !!          .   .0  .          !
 2010.4!                                  +  *!!          .   .   . 0        !
 2011.1!                                    *+!!          .  0.   .          !
 2011.2!                                    + *!          .   .   .0         !
 2011.3!                                      +!          .   0   .          !
 2011.4!                                     +*!          .   . 0 .          !
 2012.1!                                    * +!          .0  .   .          !
 2012.2!                                    +*!!          .   . 0 .          !
 2012.3!                                    *+!!          .   0   .          !
 2012.4!                                    +*!!          .   .  0.          !


     23.46 percent of the residuals exceed 1 SE
      6.17 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKGE=HKPX$/GEPMM;                                                      
 GENR LAAHKGE=LOG(AAHKGE+.00001);                                             
 GENR LAHKGE=LOG(AHKGE+.00001);                                               
 LHS AAHKGE=EXP(LAAHKGE)-.00001;                                              
  EQ  332 LAAHKGE C LAHKGE(-1) PHKGE;                                         
EQUATION 493  LAAHKGE  
   RHS     C  LAHKGE(-1)  PHKGE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  493 PLOT=0;END;                                                     

Equation number =  493
**********************

Dependent variable = LAAHKGE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.861001632

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.211423490       0.081536887  -2.59298     1.000000
11888 LAHKGE  ( -1)       0.934171792       0.025343168  36.86089    -4.869621
11886 PHKGE   (  0)      -0.063077238       0.030197137  -2.08885     1.593534

SE of equation            =     0.101037318
Sum of squared residuals  =  1.88857984      -0.680611123E-11
Average absolute error    =     0.067496703
Sum of ABS residuals      =  12.6893802    
R squared                 =   0.98193
Durbin-Watson statistic   =   2.21251
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!      +                               !!            .0. .            !
 1966.2!      +                               !!            . 0 .            !
 1966.3!     *+                               !!            .0. .            !
 1966.4!     *+                               !!            0 . .            !
 1967.1! *   +                                !!       0    . . .            !
 1967.2! +  *                                 !!            . . .0           !
 1967.3*    +                                 !!      0     . . .            !
 1967.4!+                                     !!            . .0.            !
 1968.1* +                                    !!           0. . .            !
 1968.2!+*                                    !!            . . 0            !
 1968.3! +                                    !!            .0. .            !
 1968.4! +  *                                 !!            . . . 0          !
 1969.1! *   +                                !!         0  . . .            !
 1969.2!  +                                   !!            . 0 .            !
 1969.3!   +                                  !!            . .0.            !
 1969.4!   *+                                 !!            . 0 .            !
 1970.1!    +                                 !!            . 0 .            !
 1970.2!     +                                !!            . .0.            !
 1970.3!     *+                               !!            0 . .            !
 1970.4! *   +                                !!       0    . . .            !
 1971.1! +   *                                !!            . . .  0         !
 1971.2!    *+                                !!            0 . .            !
 1971.3!  *  +                                !!          0 . . .            !
 1971.4*   +                                  !!        0   . . .            !
 1972.1!+*                                    !!            . . 0            !
 1972.2! *+                                   !!            .0. .            !
 1972.3!  +*                                  !!            . . 0            !
 1972.4! * +                                  !!          0 . . .            !
 1973.1! +         *                          !!            . . .            0
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 1973.3!          + *                         !!            . . 0            !
 1973.4!          *+                          !!            .0. .            !
 1974.1!         + *                          !!            . . 0            !
 1974.2!          +*                          !!            . .0.            !
 1974.3!           +*                         !!            . .0.            !
 1974.4!           +   *                      !!            . . .  0         !
 1975.1!               +     *                !!            . . .       0    !
 1975.2!                      +               !!            .0. .            !
 1975.3!                      +*              !!            . . 0            !
 1975.4!                       + *            !!            . . 0            !
 1976.1!                       * +            !!            0 . .            !
 1976.2!                       +              !!            . 0 .            !
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 1976.4!                        +*            !!            . . 0            !
 1977.1!                     *   +            !!        0   . . .            !
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 1977.3!                     + *              !!            . . .0           !
 1977.4!                       +              !!            . .0.            !
 1978.1!                     * +              !!          0 . . .            !
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 1978.3!                       +  *           !!            . . . 0          !
 1978.4!                         *+           !!            0 . .            !
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 1985.2!                      *+              !!            0 . .            !
 1985.3!                     *+               !!            0 . .            !
 1985.4!                     + *              !!            . . .0           !
 1986.1!                        +             !!            . 0 .            !
 1986.2!                        +*            !!            . .0.            !
 1986.3!                         +*           !!            . .0.            !
 1986.4!                          +*          !!            . .0.            !
 1987.1!                           + *        !!            . . .0           !
 1987.2!                             +*       !!            . .0.            !
 1987.3!                              +*      !!            . . 0            !
 1987.4!                              *+      !!            0 . .            !
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 1988.2!                                +     !!            .0. .            !
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 1989.4!                                *+    !!            . 0 .            !
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 1990.2!                                 + *  !!            . . 0            !
 1990.3!                                   +  !!            . .0.            !
 1990.4!                                   +  *!            . . .  0         !
 1991.1!                                      +!            . 0 .            !
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 1991.4!                                   +* !!            . .0.            !
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 1992.4!                                   +* !!            . . 0            !
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 1993.4!                                     +!!            . 0 .            !
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 1995.1!                                   +  !!            . 0 .            !
 1995.2!                                   +  !!            . .0.            !
 1995.3!                                   +* !!            . .0.            !
 1995.4!                                   *+ !!            .0. .            !
 1996.1!                                   +* !!            . .0.            !
 1996.2!                                    + !!            . .0.            !
 1996.3!                                    + !!            . .0.            !
 1996.4!                                  * + !!           0. . .            !
 1997.1!                                  +*  !!            . .0.            !
 1997.2!                                   +  !!            . 0 .            !
 1997.3!                                   +  !!            . 0 .            !
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 1999.1!                                +     !!            . 0 .            !
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 1999.4!                                 +    !!            . .0.            !
 2000.1!                                 +*   !!            . . 0            !
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 2000.4!                                 +    !!            . 0 .            !
 2001.1!                                *+    !!            .0. .            !
 2001.2!                              * +     !!            0 . .            !
 2001.3!                              +*      !!            . .0.            !
 2001.4!                               +*     !!            . .0.            !
 2002.1!                               *+     !!            .0. .            !
 2002.2!                              *+      !!            .0. .            !
 2002.3!                              +*      !!            . .0.            !
 2002.4!                               +*     !!            . .0.            !
 2003.1!                                +     !!            . .0.            !
 2003.2!                                *+    !!            . 0 .            !
 2003.3!                                +*    !!            . 0 .            !
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 2004.3!                                 *+   !!            .0. .            !
 2004.4!                                *+    !!            .0. .            !
 2005.1!                                + *   !!            . . .0           !
 2005.2!                                  +*  !!            . 0 .            !
 2005.3!                                  *+  !!            .0. .            !
 2005.4!                                  +   !!            .0. .            !
 2006.1!                                  +   !!            . .0.            !
 2006.2!                                 *+   !!            .0. .            !
 2006.3!                                 *+   !!            .0. .            !
 2006.4!                                 +    !!            .0. .            !
 2007.1!                                 +    !!            . 0 .            !
 2007.2!                                 +*   !!            . .0.            !
 2007.3!                                 *+   !!            .0. .            !
 2007.4!                                 *+   !!            .0. .            !
 2008.1!                                 +*   !!            . .0.            !
 2008.2!                                  +   !!            . 0 .            !
 2008.3!                                  +*  !!            . .0.            !
 2008.4!                                  *+  !!            .0. .            !
 2009.1!                                  +*  !!            . .0.            !
 2009.2!                                   +  !!            .0. .            !
 2009.3!                                  *+  !!            0 . .            !
 2009.4!                                 *+   !!            0 . .            !
 2010.1!                                *+    !!            .0. .            !
 2010.2!                                *+    !!            .0. .            !
 2010.3!                                +*    !!            . .0.            !
 2010.4!                               * +    !!           0. . .            !
 2011.1!                                +     !!            . .0.            !
 2011.2!                                +     !!            . 0 .            !
 2011.3!                                *+    !!            0 . .            !
 2011.4!                              * +     !!            0 . .            !
 2012.1!                             * +      !!           0. . .            !
 2012.2!                             *+       !!            .0. .            !
 2012.3!                             +        !!            . 0 .            !
 2012.4!                              +       !!            . .0.            !


     14.36 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIGE=SIPX$/GEPMM;                                                      
 GENR LAASIGE=LOG(AASIGE+.00001);                                             
 GENR LASIGE=LOG(ASIGE+.00001);                                               
 LHS AASIGE=EXP(LAASIGE)-.00001;                                              
  EQ  333 LAASIGE C LASIGE(-1) PSIGE;                                         
EQUATION 494  LAASIGE  
   RHS     C  LASIGE(-1)  PSIGE  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  494 PLOT=0;END;                                                     

Equation number =  494
**********************

Dependent variable = LAASIGE 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -5.440750856

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.318087483       0.118208050  -2.69091     1.000000
11891 LASIGE  ( -1)       0.907665738       0.032758863  27.70749    -5.447263
11889 PSIGE   (  0)      -0.120270091       0.049507928  -2.42931     1.483075

SE of equation            =     0.112369284
Sum of squared residuals  =  2.00767011       0.526174659E-10
Average absolute error    =     0.087260559
Sum of ABS residuals      =  14.1362106    
R squared                 =   0.96451
Durbin-Watson statistic   =   2.31419
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!        +                             !!          .   .0  .          !
 1972.4!      *  +                            !!          0   .   .          !
 1973.1!*      +                              !0          .   .   .          !
 1973.2* +                                    !!          0   .   .          !
 1973.3!+ *                                   !!          .   .  0.          !
 1973.4! *+                                   !!          . 0 .   .          !
 1974.1!  +  *                                !!          .   .   . 0        !
 1974.2!  *  +                                !!        0 .   .   .          !
 1974.3!   +                                  !!          .   0   .          !
 1974.4!    +                                 !!          .   0   .          !
 1975.1!  *  +                                !!         0.   .   .          !
 1975.2!   +*                                 !!          .   . 0 .          !
 1975.3!    +                                 !!          .   0   .          !
 1975.4!     +   *                            !!          .   .   .   0      !
 1976.1!     *   +                            !!     0    .   .   .          !
 1976.2!     +  *                             !!          .   .   .0         !
 1976.3!     *  +                             !!         0.   .   .          !
 1976.4!      +*                              !!          .   .  0.          !
 1977.1!       + *                            !!          .   .  0.          !
 1977.2!       * +                            !!         0.   .   .          !
 1977.3!       +*                             !!          .   . 0 .          !
 1977.4!        +*                            !!          .   .0  .          !
 1978.1!         +                            !!          .   0   .          !
 1978.2!      *   +                           !!      0   .   .   .          !
 1978.3!      *+                              !!          .  0.   .          !
 1978.4!       + *                            !!          .   .  0.          !
 1979.1!         *+                           !!          . 0 .   .          !
 1979.2!       * +                            !!         0.   .   .          !
 1979.3!        +*                            !!          .   .   0          !
 1979.4!          + *                         !!          .   .   0          !
 1980.1!         *  +                         !!        0 .   .   .          !
 1980.2!       *  +                           !!         0.   .   .          !
 1980.3!        + *                           !!          .   .   0          !
 1980.4!         *+                           !!          .  0.   .          !
 1981.1!     *   +                            !!       0  .   .   .          !
 1981.2!     + *                              !!          .   .  0.          !
 1981.3!   *  +                               !!        0 .   .   .          !
 1981.4!    +   *                             !!          .   .   .   0      !
 1982.1!     * +                              !!          0   .   .          !
 1982.2!   * +                                !!          0   .   .          !
 1982.3!   +*                                 !!          .   .0  .          !
 1982.4!    +                                 !!          .   .0  .          !
 1983.1!    +*                                !!          .   . 0 .          !
 1983.2!    *+                                !!          .  0.   .          !
 1983.3!     +*                               !!          .   . 0 .          !
 1983.4!      + *                             !!          .   .   .0         !
 1984.1!        +*                            !!          .   .  0.          !
 1984.2!       * +                            !!         0.   .   .          !
 1984.3!       +  *                           !!          .   .   . 0        !
 1984.4!       * +                            !!         0.   .   .          !
 1985.1!       +                              !!          .   0   .          !
 1985.2!       +                              !!          .   .0  .          !
 1985.3!     * +                              !!         0.   .   .          !
 1985.4!      +                               !!          .   .0  .          !
 1986.1!       +                              !!          .  0.   .          !
 1986.2!        +   *                         !!          .   .   .    0     !
 1986.3!             + *                      !!          .   .   0          !
 1986.4!                +                     !!          .   0   .          !
 1987.1!              *  +                    !!        0 .   .   .          !
 1987.2!               +*                     !!          .   . 0 .          !
 1987.3!                +                     !!          .  0.   .          !
 1987.4!                +                     !!          .   0   .          !
 1988.1!                 +*                   !!          .   . 0 .          !
 1988.2!                  +  *                !!          .   .   0          !
 1988.3!                     +*               !!          .   .  0.          !
 1988.4!                       +              !!          .   . 0 .          !
 1989.1!                      *+              !!          .0  .   .          !
 1989.2!                      +               !!          .   . 0 .          !
 1989.3!                      + *             !!          .   .  0.          !
 1989.4!                        +             !!          .   .0  .          !
 1990.1!                        +             !!          .   0   .          !
 1990.2!                       *+             !!          . 0 .   .          !
 1990.3!                       +*             !!          .   . 0 .          !
 1990.4!                        +             !!          .   0   .          !
 1991.1!                        +*            !!          .   .0  .          !
 1991.2!                        *+            !!          . 0 .   .          !
 1991.3!                       + *            !!          .   .   0          !
 1991.4!                         +*           !!          .   .0  .          !
 1992.1!                         +            !!          .   0   .          !
 1992.2!                        *+            !!          .0  .   .          !
 1992.3!                        +*            !!          .   .  0.          !
 1992.4!                         +  *         !!          .   .   . 0        !
 1993.1!                            +*        !!          .   .  0.          !
 1993.2!                          *  +        !!        0 .   .   .          !
 1993.3!                         +  *         !!          .   .   . 0        !
 1993.4!                            +*        !!          .   .  0.          !
 1994.1!                             + *      !!          .   .   0          !
 1994.2!                             *+       !!          .  0.   .          !
 1994.3!                           * +        !!          0   .   .          !
 1994.4!                           +   *      !!          .   .   .     0    !
 1995.1!                              *+      !!          .  0.   .          !
 1995.2!                             *+       !!          . 0 .   .          !
 1995.3!                            +         !!          .  0.   .          !
 1995.4!                            +    *    !!          .   .   .     0    !
 1996.1!                              * +     !!          .0  .   .          !
 1996.2!                            * +       !!          0   .   .          !
 1996.3!                            + *       !!          .   .   0          !
 1996.4!                             +*       !!          .   .0  .          !
 1997.1!                             +        !!          .   0   .          !
 1997.2!                            +         !!          .  0.   .          !
 1997.3!                           + *        !!          .   .  0.          !
 1997.4!                            + *       !!          .   .  0.          !
 1998.1!                           * +        !!          0   .   .          !
 1998.2!                           +          !!          .   0   .          !
 1998.3!                           +*         !!          .   .0  .          !
 1998.4!                            +  *      !!          .   .   . 0        !
 1999.1!                          *    +      !!      0   .   .   .          !
 1999.2!                           +          !!          .   0   .          !
 1999.3!                           +          !!          .   .0  .          !
 1999.4!                           +          !!          .   .0  .          !
 2000.1!                           + *        !!          .   .   0          !
 2000.2!                             +*       !!          .   . 0 .          !
 2000.3!                             +        !!          .  0.   .          !
 2000.4!                            +   *     !!          .   .   .  0       !
 2001.1!                               +*     !!          .   .0  .          !
 2001.2!                               +      !!          .  0.   .          !
 2001.3!                            * +       !!          0   .   .          !
 2001.4!                            +   *     !!          .   .   .   0      !
 2002.1!                              * +     !!          .0  .   .          !
 2002.2!                             *+       !!          . 0 .   .          !
 2002.3!                             + *      !!          .   .  0.          !
 2002.4!                              + *     !!          .   .  0.          !
 2003.1!                                +     !!          .   0   .          !
 2003.2!                            *   +     !!        0 .   .   .          !
 2003.3!                             +  *     !!          .   .   .  0       !
 2003.4!                                +     !!          .   .0  .          !
 2004.1!                                +*    !!          .   .0  .          !
 2004.2!                                 +  * !!          .   .   . 0        !
 2004.3!                                   *+ !!          .  0.   .          !
 2004.4!                                   +  *!          .   .   . 0        !
 2005.1!                                   *  +!         0.   .   .          !
 2005.2!                                 * +  !!          0   .   .          !
 2005.3!                                 +    !!          .   0   .          !
 2005.4!                                 +  * !!          .   .   .  0       !
 2006.1!                                 *  + !!        0 .   .   .          !
 2006.2!                              *  +    !!        0 .   .   .          !
 2006.3!                              +*      !!          .   .0  .          !
 2006.4!                               +  *   !!          .   .   .  0       !
 2007.1!                               *  +   !!        0 .   .   .          !
 2007.2!                             * +      !!        0 .   .   .          !
 2007.3!                            *+        !!          .0  .   .          !
 2007.4!                            +*        !!          .   .0  .          !
 2008.1!                             + *      !!          .   .  0.          !
 2008.2!                              *+      !!          .0  .   .          !
 2008.3!                            * +       !!          0   .   .          !
 2008.4!                           * +        !!          .0  .   .          !
 2009.1!                         *  +         !!        0 .   .   .          !
 2009.2!                          +           !!          .  0.   .          !
 2009.3!                         *+           !!          . 0 .   .          !
 2009.4!                          +*          !!          .   .0  .          !
 2010.1!                           +*         !!          .   .0  .          !
 2010.2!                            +         !!          .  0.   .          !
 2010.3!                            +  *      !!          .   .   .0         !
 2010.4!                               +      !!          .   0   .          !
 2011.1!                             *  +     !!         0.   .   .          !
 2011.2!                            * +       !!          . 0 .   .          !
 2011.3!                             +*       !!          .   .  0.          !
 2011.4!                          *   +       !!      0   .   .   .          !
 2012.1!                          *+          !!          .  0.   .          !
 2012.2!                          *+          !!          . 0 .   .          !
 2012.3!                          +           !!          .   0   .          !
 2012.4!                           +          !!          .   0   .          !


     32.72 percent of the residuals exceed 1 SE
      3.09 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PVIGE=VIPX$/GEPMM;                                                      
 GENR LAAVIGE=LOG(AAVIGE+.00001);                                             
 GENR LAVIGE=LOG(AVIGE+.00001);                                               
 LHS AAVIGE=EXP(LAAVIGE)-.00001;                                              
  EQ  334 LAAVIGE C LAVIGE(-1) PVIGE;                                         
EQUATION 495  LAAVIGE  
   RHS     C  LAVIGE(-1)  PVIGE  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  495 PLOT=0;END;                                                     

Equation number =  495
**********************

Dependent variable = LAAVIGE 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -7.856047104

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.131178849       0.332575325   0.39443     1.000000
11894 LAVIGE  ( -1)       0.952199079       0.027583737  34.52031    -7.891645
11892 PVIGE   (  0)      -0.418694871       0.362840143  -1.15394     1.129244

SE of equation            =     0.431187962
Sum of squared residuals  =  22.8685362       0.317772475E-10
Average absolute error    =     0.338693403
Sum of ABS residuals      =  42.6753688    
R squared                 =   0.93980
Durbin-Watson statistic   =   3.04929
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!   *  +                               !!           0  .  .           !
 1981.4!    +*                                !!           .  .0 .           !
 1982.1*     +                                !!        0  .  .  .           !
 1982.2!+ *                                   !!           .  . 0.           !
 1982.3!   +*                                 !!           .  . 0.           !
 1982.4!     +                                !!           .  0  .           !
 1983.1!    *+                                !!           . 0.  .           !
 1983.2!   *+                                 !!           . 0.  .           !
 1983.3!   +  *                               !!           .  . 0.           !
 1983.4!  *   +                               !!           0  .  .           !
 1984.1!   + *                                !!           .  . 0.           !
 1984.2!     +*                               !!           .  .0 .           !
 1984.3!     *+                               !!           . 0.  .           !
 1984.4! *   +                                !!           0  .  .           !
 1985.1! +  *                                 !!           .  .  0           !
 1985.2! *  +                                 !!           0  .  .           !
 1985.3!  +  *                                !!           .  .  0           !
 1985.4!    *+                                !!           . 0.  .           !
 1986.1!     +*                               !!           .  .0 .           !
 1986.2!      + *                             !!           .  . 0.           !
 1986.3!    *   +                             !!          0.  .  .           !
 1986.4!     +                                !!           .  0  .           !
 1987.1!   * +                                !!           0  .  .           !
 1987.2!   *+                                 !!           . 0.  .           !
 1987.3!    + *                               !!           .  .0 .           !
 1987.4!      *+                              !!           . 0.  .           !
 1988.1!    *  +                              !!           0  .  .           !
 1988.2!     +*                               !!           .  0  .           !
 1988.3!      + *                             !!           .  .0 .           !
 1988.4!         +                            !!           .  0  .           !
 1989.1!    *     +                           !!        0  .  .  .           !
 1989.2!    +                                 !!           . 0.  .           !
 1989.3!     +*                               !!           .  . 0.           !
 1989.4!     * +                              !!           .0 .  .           !
 1990.1!      +     *                         !!           .  .  . 0         !
 1990.2!        *   +                         !!          0.  .  .           !
 1990.3!         +      *                     !!           .  .  .  0        !
 1990.4!               *+                     !!           . 0.  .           !
 1991.1! *              +                     !0           .  .  .           !
 1991.2*  +                                   !!           0  .  .           !
 1991.3!+    *                                !!           .  .  .0          !
 1991.4!  *   +                               !!           0  .  .           !
 1992.1!    +     *                           !!           .  .  .  0        !
 1992.2!        *  +                          !!           0  .  .           !
 1992.3!         +     *                      !!           .  .  . 0         !
 1992.4!           *   +                      !!          0.  .  .           !
 1993.1!            + *                       !!           .  . 0.           !
 1993.2!           *   +                      !!           0  .  .           !
 1993.3!            +   *                     !!           .  .  .0          !
 1993.4!             *   +                    !!           0  .  .           !
 1994.1!              +    *                  !!           .  .  . 0         !
 1994.2!                 * +                  !!           .0 .  .           !
 1994.3!                 +   *                !!           .  .  .0          !
 1994.4!                  *  +                !!           0  .  .           !
 1995.1!                   +    *             !!           .  .  . 0         !
 1995.2!                     *  +             !!           0  .  .           !
 1995.3!                     +  *             !!           .  . 0.           !
 1995.4!                     *  +             !!           0  .  .           !
 1996.1!                     +  *             !!           .  . 0.           !
 1996.2!                     *  +             !!           0  .  .           !
 1996.3!                     +  *             !!           .  .  0           !
 1996.4!                     *   +            !!           0  .  .           !
 1997.1!                      +     *         !!           .  .  .  0        !
 1997.2!                          * +         !!           .0 .  .           !
 1997.3!                          + *         !!           .  . 0.           !
 1997.4!                         *  +         !!           .0 .  .           !
 1998.1!                         +   *        !!           .  .  .0          !
 1998.2!                           * +        !!           . 0.  .           !
 1998.3!                           +  *       !!           .  .  0           !
 1998.4!                           *  +       !!           0  .  .           !
 1999.1!                           +  *       !!           .  .  0           !
 1999.2!                            * +       !!           .0 .  .           !
 1999.3!                           +   *      !!           .  .  0           !
 1999.4!                           *   +      !!           0  .  .           !
 2000.1!                           +   *      !!           .  .  0           !
 2000.2!                             *+       !!           . 0.  .           !
 2000.3!                            + *       !!           .  . 0.           !
 2000.4!                            * +       !!           .0 .  .           !
 2001.1!                            + *       !!           .  . 0.           !
 2001.2!                            *+        !!           . 0.  .           !
 2001.3!                            + *       !!           .  .  0           !
 2001.4!                            * +       !!           . 0.  .           !
 2002.1!                            +  *      !!           .  .  0           !
 2002.2!                             *+       !!           . 0.  .           !
 2002.3!                            + *       !!           .  . 0.           !
 2002.4!                            * +       !!           .0 .  .           !
 2003.1!                            +  *      !!           .  . 0.           !
 2003.2!                              *+      !!           . 0.  .           !
 2003.3!                              +*      !!           .  .0 .           !
 2003.4!                             * +      !!           .0 .  .           !
 2004.1!                             +  *     !!           .  . 0.           !
 2004.2!                              * +     !!           .0 .  .           !
 2004.3!                              +*      !!           .  . 0.           !
 2004.4!                              * +     !!           . 0.  .           !
 2005.1!                              +*      !!           .  .0 .           !
 2005.2!                              *+      !!           .0 .  .           !
 2005.3!                              +*      !!           .  .0 .           !
 2005.4!                              *+      !!           . 0.  .           !
 2006.1!                              +  *    !!           .  . 0.           !
 2006.2!                               * +    !!           .0 .  .           !
 2006.3!                               +*     !!           .  .0 .           !
 2006.4!                               *+     !!           .  0  .           !
 2007.1!                               + *    !!           .  . 0.           !
 2007.2!                               * +    !!           .0 .  .           !
 2007.3!                                + *   !!           .  . 0.           !
 2007.4!                                * +   !!           .0 .  .           !
 2008.1!                                + *   !!           .  .0 .           !
 2008.2!                                * +   !!           .0 .  .           !
 2008.3!                                +*    !!           .  .0 .           !
 2008.4!                                 +    !!           .  0  .           !
 2009.1!                                 +*   !!           .  .0 .           !
 2009.2!                                 *+   !!           .0 .  .           !
 2009.3!                                 + *  !!           .  . 0.           !
 2009.4!                                 * +  !!           .0 .  .           !
 2010.1!                                 + *  !!           .  . 0.           !
 2010.2!                                 * +  !!           .0 .  .           !
 2010.3!                                 + *  !!           .  . 0.           !
 2010.4!                                  *+  !!           . 0.  .           !
 2011.1!                                  + * !!           .  . 0.           !
 2011.2!                                  * + !!           .0 .  .           !
 2011.3!                                  + * !!           .  . 0.           !
 2011.4!                                    + !!           .  0  .           !
 2012.1!                                    +*!!           .  .0 .           !
 2012.2!                                    *+!!           . 0.  .           !
 2012.3!                                    + *!           .  . 0.           !
 2012.4!                                     *+!           .  0  .           !


     24.60 percent of the residuals exceed 1 SE
      1.59 percent of the residuals exceed 2 SE
@@EQ  335 LAANIGE C LANIGE(-1) PNIGE;SMPL 1981.3 2012.4;OLS;EST  335 PLOT=0;EN
@@EQ  336 LAAALGE C LAALGE(-1) PALGE;SMPL 1981.3 2012.4;OLS;EST  336 PLOT=0;EN
@@EQ  337 LAAIAGE C LAIAGE(-1) PIAGE;SMPL 1966.1 2012.4;OLS;EST  337 PLOT=0;EN
@@EQ  338 LAAINGE C LAINGE(-1) PINGE;SMPL 1981.3 2012.4;OLS;EST  338 PLOT=0;EN
@@EQ  339 LAAIQGE C LAIQGE(-1) PIQGE;SMPL 1981.3 2012.4;OLS;EST  339 PLOT=0;EN
@@EQ  340 LAAKUGE C LAKUGE(-1) PKUGE;SMPL 1975.3 2012.4;OLS;EST  340 PLOT=0;EN
@@EQ  341 LAALIGE C LALIGE(-1) PLIGE;SMPL 1981.3 2012.4;OLS;EST  341 PLOT=0;EN
@@EQ  342 LAAUAGE C LAUAGE(-1) PUAGE;SMPL 1981.3 2012.4;OLS;EST  342 PLOT=0;EN
@EQ   343 LAAUSIT C LAUSIT(-1) PUSIT;SMPL 1966.1 2012.4;OLS;EST  343 PLOT=0;EN
@EQ   344 LAACAIT C LACAIT(-1) PCAIT;SMPL 1966.1 2012.4;OLS;EST  344 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJAIT=JAPX$/ITPMM;                                                      
 GENR LAAJAIT=LOG(AAJAIT+.00001);                                             
 GENR LAJAIT=LOG(AJAIT+.00001);                                               
 LHS AAJAIT=EXP(LAAJAIT)-.00001;                                              
  EQ  345 LAAJAIT C LAJAIT(-1) PJAIT;                                         
EQUATION 496  LAAJAIT  
   RHS     C  LAJAIT(-1)  PJAIT  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  496 PLOT=0;END;                                                     

Equation number =  496
**********************

Dependent variable = LAAJAIT 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.448289794

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.202403119       0.099114456  -2.04212     1.000000
11897 LAJAIT  ( -1)       0.950020153       0.030110198  31.55144    -4.452437
11895 PJAIT   (  0)      -0.009914046       0.030201769  -0.32826     1.612040

SE of equation            =     0.112574422
Sum of squared residuals  =  2.34450507       0.148845380E-10
Average absolute error    =     0.080279170
Sum of ABS residuals      =  15.0924840    
R squared                 =   0.94114
Durbin-Watson statistic   =   2.32023
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!    +   *                             !!          .   .   .  0       !
 1966.2!       *+                             !!          .0  .   .          !
 1966.3!       *+                             !!          .  0.   .          !
 1966.4!      * +                             !!          0   .   .          !
 1967.1!   *   +                              !!       0  .   .   .          !
 1967.2*    +                                 !!      0   .   .   .          !
 1967.3!+*                                    !!          .   0   .          !
 1967.4!  + *                                 !!          .   .   0          !
 1968.1!  *  +                                !!          0   .   .          !
 1968.2!  *+                                  !!          . 0 .   .          !
 1968.3!*  +                                  !!         0.   .   .          !
 1968.4! +                                    !!          .  0.   .          !
 1969.1!  +                                   !!          .   .0  .          !
 1969.2!   +    *                             !!          .   .   .   0      !
 1969.3!         +*                           !!          .   .0  .          !
 1969.4!          +     *                     !!          .   .   .    0     !
 1970.1!                + *                   !!          .   .   0          !
 1970.2!                * +                   !!          0   .   .          !
 1970.3!           *    +                     !!    0     .   .   .          !
 1970.4!          *+                          !!          . 0 .   .          !
 1971.1!           +     *                    !!          .   .   .     0    !
 1971.2!                 +*                   !!          .   .0  .          !
 1971.3!               *   +                  !!        0 .   .   .          !
 1971.4!                +  *                  !!          .   .   .0         !
 1972.1!               *   +                  !!       0  .   .   .          !
 1972.2!              *+                      !!          . 0 .   .          !
 1972.3!              +*                      !!          .   . 0 .          !
 1972.4!               *+                     !!          .  0.   .          !
 1973.1!               *+                     !!          . 0 .   .          !
 1973.2!              *+                      !!          .0  .   .          !
 1973.3!           *  +                       !!         0.   .   .          !
 1973.4!    *       +                         !!0         .   .   .          !
 1974.1!     +      *                         !!          .   .   .        0 !
 1974.2!          *  +                        !!        0 .   .   .          !
 1974.3!          +        *                  !!          .   .   .          0
 1974.4!          *        +                  !0          .   .   .          !
 1975.1!           +    *                     !!          .   .   .   0      !
 1975.2!               * +                    !!          .0  .   .          !
 1975.3!             * +                      !!         0.   .   .          !
 1975.4!             +  *                     !!          .   .   .0         !
 1976.1!                 +  *                 !!          .   .   .0         !
 1976.2!                    +                 !!          .   0   .          !
 1976.3!                  * +                 !!          0   .   .          !
 1976.4!                  +      *            !!          .   .   .       0  !
 1977.1!                     *   +            !!       0  .   .   .          !
 1977.2!                  *  +                !!         0.   .   .          !
 1977.3!            *      +                  !!  0       .   .   .          !
 1977.4!            *+                        !!          .   0   .          !
 1978.1!             + *                      !!          .   .  0.          !
 1978.2!               +                      !!          .  0.   .          !
 1978.3!            *  +                      !!        0 .   .   .          !
 1978.4!             +                        !!          .   .0  .          !
 1979.1!              +*                      !!          .   . 0 .          !
 1979.2!               +  *                   !!          .   .   .0         !
 1979.3!                   +                  !!          .   .0  .          !
 1979.4!                   +*                 !!          .   .0  .          !
 1980.1!                     +   *            !!          .   .   .   0      !
 1980.2!                         +            !!          .   0   .          !
 1980.3!                         +*           !!          .   0   .          !
 1980.4!                        * +           !!          .0  .   .          !
 1981.1!                     *  +             !!         0.   .   .          !
 1981.2!                   *  +               !!          0   .   .          !
 1981.3!                    +*                !!          .   . 0 .          !
 1981.4!                   * +                !!          . 0 .   .          !
 1982.1!                    +*                !!          .   .0  .          !
 1982.2!                    *+                !!          .  0.   .          !
 1982.3!                     +                !!          .   .0  .          !
 1982.4!                      +               !!          .   .0  .          !
 1983.1!                      + *             !!          .   . 0 .          !
 1983.2!                      * +             !!          .0  .   .          !
 1983.3!                      +*              !!          .   .0  .          !
 1983.4!                       +              !!          .   0   .          !
 1984.1!                       +*             !!          .   . 0 .          !
 1984.2!                        +             !!          .  0.   .          !
 1984.3!                       *+             !!          .  0.   .          !
 1984.4!                        +*            !!          .   . 0 .          !
 1985.1!                       * +            !!          .0  .   .          !
 1985.2!                       +*             !!          .   .0  .          !
 1985.3!                        + *           !!          .   .   0          !
 1985.4!                          +           !!          .   .0  .          !
 1986.1!                          +*          !!          .   . 0 .          !
 1986.2!                           +*         !!          .   .0  .          !
 1986.3!                            +  *      !!          .   .   .0         !
 1986.4!                            *  +      !!          0   .   .          !
 1987.1!                            +*        !!          .   .0  .          !
 1987.2!                             +*       !!          .   . 0 .          !
 1987.3!                             *+       !!          . 0 .   .          !
 1987.4!                             +        !!          .  0.   .          !
 1988.1!                             +  *     !!          .   .   .0         !
 1988.2!                               +  *   !!          .   .   0          !
 1988.3!                                *+    !!          . 0 .   .          !
 1988.4!                              * +     !!          0   .   .          !
 1989.1!                             +*       !!          .   . 0 .          !
 1989.2!                              +       !!          .   0   .          !
 1989.3!                              +*      !!          .   . 0 .          !
 1989.4!                               +      !!          .   0   .          !
 1990.1!                               + *    !!          .   .  0.          !
 1990.2!                                + *   !!          .   . 0 .          !
 1990.3!                                  +   !!          .   .0  .          !
 1990.4!                                  +   !!          .   .0  .          !
 1991.1!                                  +  *!!          .   .   .0         !
 1991.2!                                    + !!          .  0.   .          !
 1991.3!                                  *+  !!          . 0 .   .          !
 1991.4!                                  +   !!          .   0   .          !
 1992.1!                                 +  * !!          .   .   0          !
 1992.2!                                   +* !!          .   .0  .          !
 1992.3!                                   +  !!          .  0.   .          !
 1992.4!                                  +*  !!          .   .0  .          !
 1993.1!                                   +  *!          .   .   . 0        !
 1993.2!                                  *  +!!         0.   .   .          !
 1993.3!                               *  +   !!         0.   .   .          !
 1993.4!                               +*     !!          .   . 0 .          !
 1994.1!                              *+      !!          . 0 .   .          !
 1994.2!                              + *     !!          .   .  0.          !
 1994.3!                                +*    !!          .   . 0 .          !
 1994.4!                                *+    !!          . 0 .   .          !
 1995.1!                               + *    !!          .   . 0 .          !
 1995.2!                                +     !!          .   0   .          !
 1995.3!                                +     !!          .   0   .          !
 1995.4!                                +     !!          .   .0  .          !
 1996.1!                               *+     !!          . 0 .   .          !
 1996.2!                               +      !!          .   .0  .          !
 1996.3!                              *+      !!          . 0 .   .          !
 1996.4!                              +       !!          .  0.   .          !
 1997.1!                             + *      !!          .   . 0 .          !
 1997.2!                               + *    !!          .   .   0          !
 1997.3!                                *+    !!          .  0.   .          !
 1997.4!                               +*     !!          .   .0  .          !
 1998.1!                                +*    !!          .   . 0 .          !
 1998.2!                                 +*   !!          .   . 0 .          !
 1998.3!                                  +   !!          .   0   .          !
 1998.4!                                  + * !!          .   .   0          !
 1999.1!                                    + !!          .   .0  .          !
 1999.2!                                    +*!!          .   .0  .          !
 1999.3!                                    + !!          .   0   .          !
 1999.4!                                    + !!          .   0   .          !
 2000.1!                                   +  *!          .   .   0          !
 2000.2!                                    *+!!          . 0 .   .          !
 2000.3!                                    + !!          .   .0  .          !
 2000.4!                                   *+ !!          . 0 .   .          !
 2001.1!                                  + * !!          .   .   0          !
 2001.2!                                    + !!          .   0   .          !
 2001.3!                                 *  + !!          0   .   .          !
 2001.4!                              *  +    !!        0 .   .   .          !
 2002.1!                              +  *    !!          .   .   .0         !
 2002.2!                                +*    !!          .   . 0 .          !
 2002.3!                                 +    !!          .  0.   .          !
 2002.4!                                +*    !!          .   .0  .          !
 2003.1!                                 + *  !!          .   .  0.          !
 2003.2!                                   +  !!          .   .0  .          !
 2003.3!                                  *+  !!          . 0 .   .          !
 2003.4!                                  + * !!          .   .   0          !
 2004.1!                                    +*!!          .   . 0 .          !
 2004.2!                                   *+ !!          .  0.   .          !
 2004.3!                                  *+  !!          .  0.   .          !
 2004.4!                                  +   !!          .   0   .          !
 2005.1!                                 *+   !!          .  0.   .          !
 2005.2!                                *+    !!          .  0.   .          !
 2005.3!                                +*    !!          .   .0  .          !
 2005.4!                                *+    !!          .  0.   .          !
 2006.1!                                +*    !!          .   . 0 .          !
 2006.2!                                 +    !!          .   0   .          !
 2006.3!                                 +*   !!          .   . 0 .          !
 2006.4!                                  +   !!          .   .0  .          !
 2007.1!                                * +   !!          .0  .   .          !
 2007.2!                                + *   !!          .   . 0 .          !
 2007.3!                                 +*   !!          .   .0  .          !
 2007.4!                                 *+   !!          . 0 .   .          !
 2008.1!                                 +*   !!          .   . 0 .          !
 2008.2!                                * +   !!          .0  .   .          !
 2008.3!                               *+     !!          .  0.   .          !
 2008.4!                             * +      !!          0   .   .          !
 2009.1!                             +        !!          .  0.   .          !
 2009.2!                             +*       !!          .   . 0 .          !
 2009.3!                              +       !!          .  0.   .          !
 2009.4!                             *+       !!          .  0.   .          !
 2010.1!                             + *      !!          .   .   0          !
 2010.2!                               +      !!          .  0.   .          !
 2010.3!                           *   +      !!        0 .   .   .          !
 2010.4!                            +         !!          .   .0  .          !
 2011.1!                            +*        !!          .   .0  .          !
 2011.2!                          *  +        !!         0.   .   .          !
 2011.3!                          +           !!          .   .0  .          !
 2011.4!                         *+           !!          . 0 .   .          !
 2012.1!                       *  +           !!          0   .   .          !
 2012.2!                      * +             !!          .0  .   .          !
 2012.3!                     *+               !!          . 0 .   .          !
 2012.4!                   *  +               !!          0   .   .          !


     25.00 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUIT=AUPX$/ITPMM;                                                      
 GENR LAAAUIT=LOG(AAAUIT+.00001);                                             
 GENR LAAUIT=LOG(AAUIT+.00001);                                               
 LHS AAAUIT=EXP(LAAAUIT)-.00001;                                              
  EQ  346 LAAAUIT C LAAUIT(-1) PAUIT;                                         
EQUATION 497  LAAAUIT  
   RHS     C  LAAUIT(-1)  PAUIT  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  497 PLOT=0;END;                                                     

Equation number =  497
**********************

Dependent variable = LAAAUIT 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.683436417

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.308011753       0.118110586  -2.60783     1.000000
11900 LAAUIT  ( -1)       0.903294176       0.046538019  19.40981    -3.684346
11898 PAUIT   (  0)      -0.040307337       0.067921174  -0.59344     1.175374

SE of equation            =     0.070394168
Sum of squared residuals  = 0.916737702       0.453104221E-10
Average absolute error    =     0.048126353
Sum of ABS residuals      =  9.04775442    
R squared                 =   0.85482
Durbin-Watson statistic   =   2.33750
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                 *  +                 !!            0 . .            !
 1966.2!             *    +                   !!          0 . . .            !
 1966.3!            *+                        !!            .0. .            !
 1966.4!             +  *                     !!            . . 0            !
 1967.1!                +    *                !!            . . .0           !
 1967.2!                   * +                !!            .0. .            !
 1967.3!                   +                  !!            . 0 .            !
 1967.4!               *   +                  !!           0. . .            !
 1968.1!               *+                     !!            . 0 .            !
 1968.2!         *      +                     !!         0  . . .            !
 1968.3!       *  +                           !!            0 . .            !
 1968.4!        +       *                     !!            . . .   0        !
 1969.1!          *     +                     !!         0  . . .            !
 1969.2!       *   +                          !!           0. . .            !
 1969.3!      * +                             !!            .0. .            !
 1969.4!       +                              !!            . 0 .            !
 1970.1!        +                             !!            . 0 .            !
 1970.2!      *  +                            !!            0 . .            !
 1970.3!       *+                             !!            . 0 .            !
 1970.4!       * +                            !!            .0. .            !
 1971.1!        +      *                      !!            . . .  0         !
 1971.2!             * +                      !!            0 . .            !
 1971.3!             *+                       !!            .0. .            !
 1971.4!              +                       !!            . 0 .            !
 1972.1!              *+                      !!            .0. .            !
 1972.2!          *   +                       !!           0. . .            !
 1972.3!            +*                        !!            . .0.            !
 1972.4!              +*                      !!            . .0.            !
 1973.1!       *        +                     !!        0   . . .            !
 1973.2!        +*                            !!            . .0.            !
 1973.3!       *  +                           !!            0 . .            !
 1973.4*        +                             !!       0    . . .            !
 1974.1!+                   *                 !!            . . .            0
 1974.2!             *      +                 !!        0   . . .            !
 1974.3!  *          +                        !!     0      . . .            !
 1974.4!   +*                                 !!            . 0 .            !
 1975.1!     +                                !!            . 0 .            !
 1975.2!      +*                              !!            . .0.            !
 1975.3!        + *                           !!            . . 0            !
 1975.4!            +    *                    !!            . . . 0          !
 1976.1!              *  +                    !!            0 . .            !
 1976.2!             * +                      !!            0 . .            !
 1976.3!              +  *                    !!            . . .0           !
 1976.4!               * +                    !!            .0. .            !
 1977.1!              * +                     !!            0 . .            !
 1977.2!              +                       !!            . 0 .            !
 1977.3!              +*                      !!            . .0.            !
 1977.4!                +                     !!            . 0 .            !
 1978.1!             *  +                     !!            0 . .            !
 1978.2!            *+                        !!            .0. .            !
 1978.3!             +*                       !!            . .0.            !
 1978.4!               +  *                   !!            . . .0           !
 1979.1!                 * +                  !!            .0. .            !
 1979.2!                  +  *                !!            . . .0           !
 1979.3!                      + *             !!            . . 0            !
 1979.4!                        +*            !!            . .0.            !
 1980.1!                         +     *      !!            . . . 0          !
 1980.2!                              +*      !!            . .0.            !
 1980.3!                             * +      !!            .0. .            !
 1980.4!                             +        !!            . .0.            !
 1981.1!                         *   +        !!           0. . .            !
 1981.2!                      *  +            !!            0 . .            !
 1981.3!                      +               !!            . 0 .            !
 1981.4!                      +               !!            . 0 .            !
 1982.1!                      +               !!            . 0 .            !
 1982.2!                    * +               !!            .0. .            !
 1982.3!                  *  +                !!            0 . .            !
 1982.4!                  +*                  !!            . .0.            !
 1983.1!                    +                 !!            . 0 .            !
 1983.2!                    +  *              !!            . . 0            !
 1983.3!                        +             !!            . 0 .            !
 1983.4!                      * +             !!            .0. .            !
 1984.1!                       + *            !!            . . 0            !
 1984.2!                         +            !!            . 0 .            !
 1984.3!                       * +            !!            .0. .            !
 1984.4!                        +*            !!            . .0.            !
 1985.1!                        *+            !!            .0. .            !
 1985.2!                       *+             !!            .0. .            !
 1985.3!                       + *            !!            . .0.            !
 1985.4!                      *  +            !!           0. . .            !
 1986.1!                  *   +               !!           0. . .            !
 1986.2!                  +*                  !!            . .0.            !
 1986.3!                   +   *              !!            . . .0           !
 1986.4!                       +*             !!            . .0.            !
 1987.1!                        +             !!            . 0 .            !
 1987.2!                        +             !!            . 0 .            !
 1987.3!                       *+             !!            .0. .            !
 1987.4!                       +              !!            . 0 .            !
 1988.1!                       +*             !!            . .0.            !
 1988.2!                        +   *         !!            . . .0           !
 1988.3!                          *+          !!            .0. .            !
 1988.4!                       *  +           !!            0 . .            !
 1989.1!                       +  *           !!            . . 0            !
 1989.2!                          +*          !!            . .0.            !
 1989.3!                           +          !!            . .0.            !
 1989.4!                          *+          !!            .0. .            !
 1990.1!                        * +           !!            .0. .            !
 1990.2!                       *+             !!            .0. .            !
 1990.3!                       +              !!            . 0 .            !
 1990.4!                    *  +              !!            0 . .            !
 1991.1!                  * +                 !!            0 . .            !
 1991.2!                  +  *                !!            . . 0            !
 1991.3!                    *+                !!            . 0 .            !
 1991.4!                     +                !!            . 0 .            !
 1992.1!                 *   +                !!           0. . .            !
 1992.2!                 + *                  !!            . .0.            !
 1992.3!                   +                  !!            . 0 .            !
 1992.4!                *   +                 !!            0 . .            !
 1993.1!                 +                    !!            . 0 .            !
 1993.2!                  +*                  !!            . .0.            !
 1993.3!                  *+                  !!            .0. .            !
 1993.4!                   + *                !!            . .0.            !
 1994.1!                  *  +                !!            0 . .            !
 1994.2!                  +*                  !!            . .0.            !
 1994.3!                   + *                !!            . .0.            !
 1994.4!                    *+                !!            .0. .            !
 1995.1!                    +                 !!            . 0 .            !
 1995.2!                    +*                !!            . 0 .            !
 1995.3!                     +   *            !!            . . .0           !
 1995.4!                         + *          !!            . .0.            !
 1996.1!                     *     +          !!          0 . . .            !
 1996.2!                     +  *             !!            . . 0            !
 1996.3!                      * +             !!            .0. .            !
 1996.4!                      +   *           !!            . . .0           !
 1997.1!                     *    +           !!           0. . .            !
 1997.2!                      +               !!            . .0.            !
 1997.3!                       + *            !!            . . 0            !
 1997.4!                       * +            !!            .0. .            !
 1998.1!                       +   *          !!            . . .0           !
 1998.2!                          +   *       !!            . . 0            !
 1998.3!                          *  +        !!            0 . .            !
 1998.4!                    *     +           !!          0 . . .            !
 1999.1!                    +     *           !!            . . .  0         !
 1999.2!                          +*          !!            . 0 .            !
 1999.3!                          + *         !!            . . 0            !
 1999.4!                           *+         !!            .0. .            !
 2000.1!                           +    *     !!            . . . 0          !
 2000.2!                              *+      !!            .0. .            !
 2000.3!                            *+        !!            .0. .            !
 2000.4!                            +*        !!            . .0.            !
 2001.1!                             + *      !!            . . 0            !
 2001.2!                               +      !!            . 0 .            !
 2001.3!                              +  *    !!            . . 0            !
 2001.4!                                +*    !!            . .0.            !
 2002.1!                                +*    !!            . .0.            !
 2002.2!                                +   * !!            . . .0           !
 2002.3!                                   +* !!            . 0 .            !
 2002.4!                                   +  *!            . . 0            !
 2003.1!                                     +!!            . 0 .            !
 2003.2!                                  * + !!            .0. .            !
 2003.3!                                 +   *!!            . . .0           !
 2003.4!                                    + *!            . . 0            !
 2004.1!                                 *   +!!           0. . .            !
 2004.2!                                +*    !!            . .0.            !
 2004.3!                                +     !!            . 0 .            !
 2004.4!                               +      !!            . 0 .            !
 2005.1!                              +*      !!            . 0 .            !
 2005.2!                              + *     !!            . .0.            !
 2005.3!                               + *    !!            . .0.            !
 2005.4!                                + *   !!            . .0.            !
 2006.1!                                 +    !!            . 0 .            !
 2006.2!                                +     !!            . 0 .            !
 2006.3!                               +*     !!            . .0.            !
 2006.4!                               +   *  !!            . . .0           !
 2007.1!                                * +   !!            .0. .            !
 2007.2!                                +*    !!            . .0.            !
 2007.3!                                +*    !!            . 0 .            !
 2007.4!                                + *   !!            . .0.            !
 2008.1!                                *+    !!            . 0 .            !
 2008.2!                               +*     !!            . 0 .            !
 2008.3!                               +*     !!            . .0.            !
 2008.4!                             * +      !!            0 . .            !
 2009.1!                            + *       !!            . .0.            !
 2009.2!                             +*       !!            . .0.            !
 2009.3!                             *+       !!            .0. .            !
 2009.4!                            +*        !!            . 0 .            !
 2010.1!                           *+         !!            .0. .            !
 2010.2!                           +  *       !!            . . 0            !
 2010.3!                             *+       !!            . 0 .            !
 2010.4!                             +        !!            . .0.            !
 2011.1!                             + *      !!            . .0.            !
 2011.2!                              +       !!            . 0 .            !
 2011.3!                              +       !!            . 0 .            !
 2011.4!                             +  *     !!            . . 0            !
 2012.1!                               +  *   !!            . . 0            !
 2012.2!                              *  +    !!            0 . .            !
 2012.3!                              +       !!            . 0 .            !
 2012.4!                            *+        !!            .0. .            !


     22.34 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ   347 LAAFRIT C LAFRIT(-1) PFRIT;SMPL 1966.1 2012.4;OLS;EST  347 PLOT=0;EN
@EQ   348 LAAGEIT C LAGEIT(-1) PGEIT;SMPL 1966.1 2012.4;OLS;EST  348 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEIT=NEPX$/ITPMM;                                                      
 GENR LAANEIT=LOG(AANEIT+.00001);                                             
 GENR LANEIT=LOG(ANEIT+.00001);                                               
 LHS AANEIT=EXP(LAANEIT)-.00001;                                              
  EQ  349 LAANEIT C LANEIT(-1) PNEIT;                                         
EQUATION 498  LAANEIT  
   RHS     C  LANEIT(-1)  PNEIT  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  498 PLOT=0;END;                                                     

Equation number =  498
**********************

Dependent variable = LAANEIT 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.019814230

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.175237406       0.088173072  -1.98743     1.000000
11903 LANEIT  ( -1)       0.922298255       0.046164660  19.97845    -3.024731
11901 PNEIT   (  0)      -0.040939640       0.049622589  -0.82502     1.340334

SE of equation            =     0.075178910
Sum of squared residuals  =  1.04559567      -0.555147039E-10
Average absolute error    =     0.054133512
Sum of ABS residuals      =  10.1771002    
R squared                 =   0.90560
Durbin-Watson statistic   =   2.31602
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*         +                            !0           .  .  .           !
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 2004.1!                              * +     !!           0  .  .           !
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 2007.4!                             +        !!           . 0.  .           !
 2008.1!                            +  *      !!           .  .  .0          !
 2008.2!                             * +      !!           0  .  .           !
 2008.3!                             +        !!           .  0  .           !
 2008.4!                             + *      !!           .  .  .0          !
 2009.1!                               + *    !!           .  . 0.           !
 2009.2!                                +*    !!           .  .0 .           !
 2009.3!                                +*    !!           .  .0 .           !
 2009.4!                                 +*   !!           .  .0 .           !
 2010.1!                                 +    !!           .  0  .           !
 2010.2!                                 +    !!           .  0  .           !
 2010.3!                                +     !!           .  0  .           !
 2010.4!                                +*    !!           .  . 0.           !
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 2012.1!                                 +*   !!           .  . 0.           !
 2012.2!                                  +*  !!           .  .0 .           !
 2012.3!                                  + * !!           .  . 0.           !
 2012.4!                                   +  *!           .  .  .0          !


     22.87 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTIT=STPX$/ITPMM;                                                      
 GENR LAASTIT=LOG(AASTIT+.00001);                                             
 GENR LASTIT=LOG(ASTIT+.00001);                                               
 LHS AASTIT=EXP(LAASTIT)-.00001;                                              
  EQ  350 LAASTIT C LASTIT(-1) PSTIT;                                         
EQUATION 499  LAASTIT  
   RHS     C  LASTIT(-1)  PSTIT  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  499 PLOT=0;END;                                                     

Equation number =  499
**********************

Dependent variable = LAASTIT 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.281448827

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.588784350       0.125883790  -4.67721     1.000000
11906 LASTIT  ( -1)       0.769086923       0.051692291  14.87817    -3.279373
11904 PSTIT   (  0)      -0.164066905       0.065582005  -2.50171     1.039462

SE of equation            =     0.072047104
Sum of squared residuals  = 0.960295266      -0.537245803E-10
Average absolute error    =     0.051446995
Sum of ABS residuals      =  9.67203514    
R squared                 =   0.78431
Durbin-Watson statistic   =   2.22953
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                               + *    !!           .  .0 .           !
 1966.2!                              +  *    !!           .  . 0.           !
 1966.3!                              +       !!           .  0  .           !
 1966.4!                            +  *      !!           .  .  0           !
 1967.1!                            +   *     !!           .  .  0           !
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 1967.3!                           +   *      !!           .  .  0           !
 1967.4!                             + *      !!           .  . 0.           !
 1968.1!                            +     *   !!           .  .  . 0         !
 1968.2!                               +  *   !!           .  . 0.           !
 1968.3!                              +*      !!           .  0  .           !
 1968.4!                            +   *     !!           .  .  0           !
 1969.1!                             +*       !!           .  0  .           !
 1969.2!                          *+          !!           . 0.  .           !
 1969.3!                       *+             !!           . 0.  .           !
 1969.4!                      +     *         !!           .  .  . 0         !
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 1998.4!  *       +                           !!        0  .  .  .           !
 1999.1!    +                                 !!           .  0  .           !
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 2001.4!      * +                             !!           . 0.  .           !
 2002.1!       +     *                        !!           .  .  .0          !
 2002.2!            + *                       !!           .  . 0.           !
 2002.3!          *   +                       !!           0  .  .           !
 2002.4!           +*                         !!           .  .0 .           !
 2003.1!        *  +                          !!           0  .  .           !
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 2009.4!        +*                            !!           .  .0 .           !
 2010.1!     *  +                             !!           .0 .  .           !
 2010.2!     +  *                             !!           .  . 0.           !
 2010.3!     * +                              !!           .0 .  .           !
 2010.4! *   +                                !!           0  .  .           !
 2011.1!  +    *                              !!           .  .  0           !
 2011.2!      +                               !!           .  0  .           !
 2011.3!      + *                             !!           .  . 0.           !
 2011.4!       +   *                          !!           .  .  0           !
 2012.1!        * +                           !!           .0 .  .           !
 2012.2!       +*                             !!           .  0  .           !
 2012.3!       +   *                          !!           .  .  0           !
 2012.4!         +    *                       !!           .  .  0           !


     20.21 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ   351 LAAUKIT C LAUKIT(-1) PUKIT;SMPL 1966.1 2012.4;OLS;EST  351 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFIIT=FIPX$/ITPMM;                                                      
 GENR LAAFIIT=LOG(AAFIIT+.00001);                                             
 GENR LAFIIT=LOG(AFIIT+.00001);                                               
 LHS AAFIIT=EXP(LAAFIIT)-.00001;                                              
  EQ  352 LAAFIIT C LAFIIT(-1) PFIIT;                                         
EQUATION 500  LAAFIIT  
   RHS     C  LAFIIT(-1)  PFIIT  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  500 PLOT=0;END;                                                     

Equation number =  500
**********************

Dependent variable = LAAFIIT 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.280360502

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.515767044       0.165798962  -3.11080     1.000000
11909 LAFIIT  ( -1)       0.879589504       0.037023627  23.75752    -5.279396
11907 PFIIT   (  0)      -0.109766779       0.094135138  -1.16606     1.101355

SE of equation            =     0.150879540
Sum of squared residuals  =  4.21145757       0.456772398E-10
Average absolute error    =     0.112039623
Sum of ABS residuals      =  21.0634490    
R squared                 =   0.81792
Durbin-Watson statistic   =   2.50799
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                      +               !!          .   .0  .          !
 1966.2!                      +               !!          .   .0  .          !
 1966.3!                   *  +               !!          .0  .   .          !
 1966.4!                   +  *               !!          .   .   .0         !
 1967.1!                     +                !!          .   .0  .          !
 1967.2!                     +*               !!          .   . 0 .          !
 1967.3!                     *+               !!          .  0.   .          !
 1967.4!                    + *               !!          .   . 0 .          !
 1968.1!                     +                !!          .  0.   .          !
 1968.2!                    +  *              !!          .   .  0.          !
 1968.3!                     *+               !!          . 0 .   .          !
 1968.4!                    *+                !!          .  0.   .          !
 1969.1!               *   +                  !!        0 .   .   .          !
 1969.2!               + *                    !!          .   . 0 .          !
 1969.3!                 +    *               !!          .   .   .  0       !
 1969.4!                   * +                !!          0   .   .          !
 1970.1!                  +*                  !!          .   .0  .          !
 1970.2!                *  +                  !!          0   .   .          !
 1970.3!              * +                     !!          . 0 .   .          !
 1970.4!             * +                      !!          . 0 .   .          !
 1971.1!              +                       !!          .   .0  .          !
 1971.2!              *+                      !!          .  0.   .          !
 1971.3!               +*                     !!          .   .0  .          !
 1971.4!               *+                     !!          . 0 .   .          !
 1972.1!             * +                      !!          .0  .   .          !
 1972.2!        *     +                       !!      0   .   .   .          !
 1972.3!        *+                            !!          . 0 .   .          !
 1972.4!       * +                            !!          .0  .   .          !
 1973.1!        + *                           !!          .   . 0 .          !
 1973.2!          *+                          !!          .  0.   .          !
 1973.3!     *     +                          !!      0   .   .   .          !
 1973.4!       +                              !!          .   .0  .          !
 1974.1!       +   *                          !!          .   .   .0         !
 1974.2!         *  +                         !!          0   .   .          !
 1974.3!       *  +                           !!          0   .   .          !
 1974.4!      *+                              !!          . 0 .   .          !
 1975.1!     * +                              !!          . 0 .   .          !
 1975.2!*     +                               !!      0   .   .   .          !
 1975.3*  +                                   !!          0   .   .          !
 1975.4! +     *                              !!          .   .   .    0     !
 1976.1!       *+                             !!          . 0 .   .          !
 1976.2!       *+                             !!          .  0.   .          !
 1976.3!        +   *                         !!          .   .   .0         !
 1976.4!  *         +                         !!0         .   .   .          !
 1977.1!   +  *                               !!          .   .  0.          !
 1977.2!  *    +                              !!       0  .   .   .          !
 1977.3!  *+                                  !!          . 0 .   .          !
 1977.4!    +*                                !!          .   . 0 .          !
 1978.1!      +*                              !!          .   .0  .          !
 1978.2!        + *                           !!          .   .  0.          !
 1978.3!          *+                          !!          . 0 .   .          !
 1978.4!           +                          !!          .   0   .          !
 1979.1!          *+                          !!          .  0.   .          !
 1979.2!           +      *                   !!          .   .   .    0     !
 1979.3!               *  +                   !!          0   .   .          !
 1979.4!               +*                     !!          .   .0  .          !
 1980.1!                 +   *                !!          .   .   . 0        !
 1980.2!                 *   +                !!         0.   .   .          !
 1980.3!                  +*                  !!          .   .  0.          !
 1980.4!                  *+                  !!          . 0 .   .          !
 1981.1!              *   +                   !!        0 .   .   .          !
 1981.2!             *+                       !!          .0  .   .          !
 1981.3!             +*                       !!          .   . 0 .          !
 1981.4!           *  +                       !!          0   .   .          !
 1982.1!            +  *                      !!          .   .   .0         !
 1982.2!            *  +                      !!          0   .   .          !
 1982.3!         *   +                        !!        0 .   .   .          !
 1982.4!        *+                            !!          .  0.   .          !
 1983.1!         +   *                        !!          .   .   0          !
 1983.2!             +*                       !!          .   .0  .          !
 1983.3!              +*                      !!          .   0   .          !
 1983.4!              *+                      !!          . 0 .   .          !
 1984.1!              +                       !!          .   0   .          !
 1984.2!              +  *                    !!          .   .   0          !
 1984.3!                 +                    !!          .   0   .          !
 1984.4!                *+                    !!          . 0 .   .          !
 1985.1!            *   +                     !!         0.   .   .          !
 1985.2!            +*                        !!          .   0   .          !
 1985.3!             +  *                     !!          .   .   0          !
 1985.4!               *+                     !!          . 0 .   .          !
 1986.1!           *   +                      !!         0.   .   .          !
 1986.2!          * +                         !!          . 0 .   .          !
 1986.3!           +   *                      !!          .   .   .0         !
 1986.4!               +*                     !!          .   .0  .          !
 1987.1!               *+                     !!          . 0 .   .          !
 1987.2!               + *                    !!          .   . 0 .          !
 1987.3!                *+                    !!          .  0.   .          !
 1987.4!                +*                    !!          .   .0  .          !
 1988.1!                *+                    !!          . 0 .   .          !
 1988.2!                +*                    !!          .   . 0 .          !
 1988.3!                 +                    !!          .  0.   .          !
 1988.4!               * +                    !!          .0  .   .          !
 1989.1!               + *                    !!          .   .   0          !
 1989.2!                 +                    !!          .   0   .          !
 1989.3!                *+                    !!          .  0.   .          !
 1989.4!                +*                    !!          .   .0  .          !
 1990.1!                *+                    !!          .  0.   .          !
 1990.2!                +  *                  !!          .   .   .0         !
 1990.3!                *  +                  !!          .0  .   .          !
 1990.4!                +*                    !!          .   .0  .          !
 1991.1!                +                     !!          .   0   .          !
 1991.2!               *+                     !!          .  0.   .          !
 1991.3!               +  *                   !!          .   .   0          !
 1991.4!                 *+                   !!          .  0.   .          !
 1992.1!                 +*                   !!          .   . 0 .          !
 1992.2!                  + *                 !!          .   . 0 .          !
 1992.3!                    + *               !!          .   .  0.          !
 1992.4!                     +*               !!          .   .0  .          !
 1993.1!                      + *             !!          .   .  0.          !
 1993.2!                       *+             !!          . 0 .   .          !
 1993.3!                      + *             !!          .   . 0 .          !
 1993.4!                       *+             !!          .  0.   .          !
 1994.1!                      +               !!          .  0.   .          !
 1994.2!                     +*               !!          .   .0  .          !
 1994.3!                      +               !!          .   .0  .          !
 1994.4!                      + *             !!          .   . 0 .          !
 1995.1!                       +              !!          .   .0  .          !
 1995.2!                      *+              !!          .  0.   .          !
 1995.3!                 *   +                !!        0 .   .   .          !
 1995.4!                 +                    !!          .   0   .          !
 1996.1!               * +                    !!          . 0 .   .          !
 1996.2!               +  *                   !!          .   .   0          !
 1996.3!                  +                   !!          .   0   .          !
 1996.4!                  +                   !!          .   0   .          !
 1997.1!                  +  *                !!          .   .   0          !
 1997.2!                     + *              !!          .   .  0.          !
 1997.3!                     *+               !!          . 0 .   .          !
 1997.4!                    +*                !!          .   .0  .          !
 1998.1!                    +    *            !!          .   .   . 0        !
 1998.2!                        + *           !!          .   .  0.          !
 1998.3!                         +  *         !!          .   .   0          !
 1998.4!                           +          !!          .   .0  .          !
 1999.1!                          +*          !!          .   .0  .          !
 1999.2!                          +*          !!          .   .0  .          !
 1999.3!                          + *         !!          .   .   0          !
 1999.4!                           +          !!          .   0   .          !
 2000.1!                          +  *        !!          .   .   0          !
 2000.2!                            +         !!          .   0   .          !
 2000.3!                           +          *!          .   .   .          0
 2000.4!                            *       + !!    0     .   .   .          !
 2001.1!                          *+          !!          . 0 .   .          !
 2001.2!                         +  *         !!          .   .   0          !
 2001.3!                           +*         !!          .   .0  .          !
 2001.4!                           +*         !!          .   .0  .          !
 2002.1!                           +          !!          .   0   .          !
 2002.2!                          +           !!          .   0   .          !
 2002.3!                       * +            !!          .0  .   .          !
 2002.4!                       +  *           !!          .   .   .0         !
 2003.1!                        *+            !!          .  0.   .          !
 2003.2!                        +         *   !!          .   .   .         0!
 2003.3!                       *        +     !! 0        .   .   .          !
 2003.4!                       +  *           !!          .   .   .0         !
 2004.1!                      *  +            !!         0.   .   .          !
 2004.2!                    *+                !!          .  0.   .          !
 2004.3!                   *+                 !!          .  0.   .          !
 2004.4!                   +    *             !!          .   .   . 0        !
 2005.1!                       +              !!          .   0   .          !
 2005.2!                   *  +               !!         0.   .   .          !
 2005.3!                   +    *             !!          .   .   .  0       !
 2005.4!                        + *           !!          .   . 0 .          !
 2006.1!                         + *          !!          .   .  0.          !
 2006.2!                      *   +           !!        0 .   .   .          !
 2006.3!                      + *             !!          .   .   0          !
 2006.4!                        +  *          !!          .   .   .0         !
 2007.1!                        * +           !!          .0  .   .          !
 2007.2!                     *  +             !!          0   .   .          !
 2007.3!                     + *              !!          .   .   0          !
 2007.4!                      *+              !!          .  0.   .          !
 2008.1!                      +   *           !!          .   .   .0         !
 2008.2!                         +*           !!          .   .0  .          !
 2008.3!                         *+           !!          .  0.   .          !
 2008.4!                        *+            !!          .  0.   .          !
 2009.1!                      * +             !!          .0  .   .          !
 2009.2!                      + *             !!          .   .   0          !
 2009.3!                      * +             !!          . 0 .   .          !
 2009.4!                    * +               !!          .0  .   .          !
 2010.1!                   *+                 !!          .  0.   .          !
 2010.2!                    +*                !!          .   . 0 .          !
 2010.3!                    * +               !!          . 0 .   .          !
 2010.4!                 *  +                 !!         0.   .   .          !
 2011.1!                 +  *                 !!          .   .  0.          !
 2011.2!                *   +                 !!         0.   .   .          !
 2011.3!                 +                    !!          .   0   .          !
 2011.4!                  + *                 !!          .   . 0 .          !
 2012.1!                   *+                 !!          .  0.   .          !
 2012.2!                    +*                !!          .   . 0 .          !
 2012.3!                     +                !!          .   0   .          !
 2012.4!                   * +                !!          .0  .   .          !


     27.13 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASIT=ASPX$/ITPMM;                                                      
 GENR LAAASIT=LOG(AAASIT+.00001);                                             
 GENR LAASIT=LOG(AASIT+.00001);                                               
 LHS AAASIT=EXP(LAAASIT)-.00001;                                              
  EQ  353 LAAASIT C LAASIT(-1) PASIT;                                         
EQUATION 501  LAAASIT  
   RHS     C  LAASIT(-1)  PASIT  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  501 PLOT=0;END;                                                     

Equation number =  501
**********************

Dependent variable = LAAASIT 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.279270532

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.118375650       0.125851095  -0.94060     1.000000
11912 LAASIT  ( -1)       0.972887520       0.023701841  41.04692    -5.267110
11910 PASIT   (  0)      -0.028313234       0.033046124  -0.85678     1.292299

SE of equation            =     0.149296630
Sum of squared residuals  =  4.12355451      -0.221627161E-10
Average absolute error    =     0.118751609
Sum of ABS residuals      =  22.3253026    
R squared                 =   0.90392
Durbin-Watson statistic   =   2.30902
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                 + *  !!         .    .    0         !
 1966.2!                                  + * !!         .    .   0.         !
 1966.3!                                    + *!         .    .    0         !
 1966.4!                                     +*!         .    .0   .         !
 1967.1!                                     +!!         .   0.    .         !
 1967.2!                                 *  + !!       0 .    .    .         !
 1967.3!                                +     !!         .    0    .         !
 1967.4!                              * +     !!         .0   .    .         !
 1968.1!                              +*      !!         .    . 0  .         !
 1968.2!                              +*      !!         .    . 0  .         !
 1968.3!                              +*      !!         .    .  0 .         !
 1968.4!                              *+      !!         . 0  .    .         !
 1969.1!                             +  *     !!         .    .    .0        !
 1969.2!                              *+      !!         . 0  .    .         !
 1969.3!                             +  *     !!         .    .    0         !
 1969.4!                            *  +      !!        0.    .    .         !
 1970.1!                           *+         !!         .  0 .    .         !
 1970.2!                          +           !!         .   0.    .         !
 1970.3!                     *    +           !!      0  .    .    .         !
 1970.4!                     +                !!         .    0    .         !
 1971.1!                     + *              !!         .    .    0         !
 1971.2!                       +  *           !!         .    .    .0        !
 1971.3!                          +           !!         .    .0   .         !
 1971.4!                        * +           !!         .0   .    .         !
 1972.1!                        +*            !!         .    . 0  .         !
 1972.2!                         + *          !!         .    .   0.         !
 1972.3!                           + *        !!         .    .   0.         !
 1972.4!                            +         !!         .    0    .         !
 1973.1!                        *   +         !!       0 .    .    .         !
 1973.2!                     *  +             !!         0    .    .         !
 1973.3!                     +*               !!         .    .0   .         !
 1973.4!                  *  +                !!       0 .    .    .         !
 1974.1!                 +                    !!         .    .0   .         !
 1974.2!                 +*                   !!         .    .  0 .         !
 1974.3!                  +    *              !!         .    .    .     0   !
 1974.4!                  *    +              !!   0     .    .    .         !
 1975.1!                  +      *            !!         .    .    .         0
 1975.2!                        + *           !!         .    . 0  .         !
 1975.3!                         +            !!         .    .0   .         !
 1975.4!                         +            !!         .    0    .         !
 1976.1!                         + *          !!         .    .    0         !
 1976.2!                           +*         !!         .    .0   .         !
 1976.3!                           +     *    !!         .    .    .     0   !
 1976.4!                              * +     !!         0    .    .         !
 1977.1!                             + *      !!         .    .  0 .         !
 1977.2!                              +*      !!         .    .0   .         !
 1977.3!                           *  +       !!      0  .    .    .         !
 1977.4!                          +*          !!         .    .0   .         !
 1978.1!                           +          !!         .    .0   .         !
 1978.2!                        *  +          !!       0 .    .    .         !
 1978.3!                        +  *          !!         .    .    .  0      !
 1978.4!                           +  *       !!         .    .    .0        !
 1979.1!                            * +       !!         .0   .    .         !
 1979.2!                           *+         !!         .   0.    .         !
 1979.3!                           + *        !!         .    .   0.         !
 1979.4!                           *+         !!         .  0 .    .         !
 1980.1!                           +*         !!         .    . 0  .         !
 1980.2!                           *+         !!         .    0    .         !
 1980.3!                         * +          !!         0    .    .         !
 1980.4!                         +            !!         .    .0   .         !
 1981.1!                       * +            !!         0    .    .         !
 1981.2!                      +   *           !!         .    .    . 0       !
 1981.3!                       * +            !!         0    .    .         !
 1981.4!                       +              !!         .    0    .         !
 1982.1!                       +  *           !!         .    .    .0        !
 1982.2!                         +            !!         .    0    .         !
 1982.3!                       * +            !!         .0   .    .         !
 1982.4!                     * +              !!         0    .    .         !
 1983.1!                    +*                !!         .    . 0  .         !
 1983.2!                     +  *             !!         .    .    0         !
 1983.3!                       +  *           !!         .    .    0         !
 1983.4!                         +*           !!         .    .0   .         !
 1984.1!                        * +           !!         . 0  .    .         !
 1984.2!                        +*            !!         .    .  0 .         !
 1984.3!                         +*           !!         .    . 0  .         !
 1984.4!                         *+           !!         .    0    .         !
 1985.1!                         +            !!         .    0    .         !
 1985.2!                         +*           !!         .    .  0 .         !
 1985.3!                          +  *        !!         .    .    .0        !
 1985.4!                            +         !!         .    0    .         !
 1986.1!                          * +         !!         0    .    .         !
 1986.2!                        * +           !!         .0   .    .         !
 1986.3!                        +  *          !!         .    .    . 0       !
 1986.4!                           +  *       !!         .    .    . 0       !
 1987.1!                             *+       !!         . 0  .    .         !
 1987.2!                          * +         !!         .0   .    .         !
 1987.3!                          +           !!         .    0    .         !
 1987.4!                          +  *        !!         .    .    .0        !
 1988.1!                             +   *    !!         .    .    .  0      !
 1988.2!                             *  +     !!      0  .    .    .         !
 1988.3!                           *+         !!         . 0  .    .         !
 1988.4!                           + *        !!         .    .    0         !
 1989.1!                            *+        !!         .  0 .    .         !
 1989.2!                        *   +         !!     0   .    .    .         !
 1989.3!                       +  *           !!         .    .    0         !
 1989.4!                         *+           !!         .  0 .    .         !
 1990.1!                       * +            !!         .0   .    .         !
 1990.2!                       +              !!         .    .0   .         !
 1990.3!                       +*             !!         .    . 0  .         !
 1990.4!                       *+             !!         .   0.    .         !
 1991.1!                      *+              !!         . 0  .    .         !
 1991.2!                      +*              !!         .    .  0 .         !
 1991.3!                       + *            !!         .    .   0.         !
 1991.4!                        *+            !!         .   0.    .         !
 1992.1!                       *+             !!         .0   .    .         !
 1992.2!                       +*             !!         .    .  0 .         !
 1992.3!                        +  *          !!         .    .    .0        !
 1992.4!                        *  +          !!        0.    .    .         !
 1993.1!                     *  +             !!        0.    .    .         !
 1993.2!                     + *              !!         .    .    0         !
 1993.3!                       +     *        !!         .    .    .     0   !
 1993.4!                            +         !!         .   0.    .         !
 1994.1!                           *+         !!         .  0 .    .         !
 1994.2!                          *+          !!         .   0.    .         !
 1994.3!                          +   *       !!         .    .    .  0      !
 1994.4!                            * +       !!         . 0  .    .         !
 1995.1!                          * +         !!         .0   .    .         !
 1995.2!                          + *         !!         .    .  0 .         !
 1995.3!                            +         !!         .    .0   .         !
 1995.4!                           *+         !!         .   0.    .         !
 1996.1!                          *+          !!         . 0  .    .         !
 1996.2!                          + *         !!         .    .    0         !
 1996.3!                            +         !!         .    .0   .         !
 1996.4!                           *+         !!         .  0 .    .         !
 1997.1!                           +*         !!         .    .0   .         !
 1997.2!                           +  *       !!         .    .    0         !
 1997.3!                             +*       !!         .    . 0  .         !
 1997.4!                             *+       !!         .  0 .    .         !
 1998.1!                           * +        !!         . 0  .    .         !
 1998.2!                           +*         !!         .    .0   .         !
 1998.3!                            +  *      !!         .    .    .0        !
 1998.4!                           *  +       !!      0  .    .    .         !
 1999.1!                           +          !!         .    0    .         !
 1999.2!                        *  +          !!         0    .    .         !
 1999.3!                        + *           !!         .    .  0 .         !
 1999.4!                         *+           !!         .  0 .    .         !
 2000.1!                         +            !!         .    .0   .         !
 2000.2!                         +*           !!         .    . 0  .         !
 2000.3!                         *+           !!         .  0 .    .         !
 2000.4!                         +            !!         .    0    .         !
 2001.1!                         +*           !!         .    .  0 .         !
 2001.2!                          +           !!         .    0    .         !
 2001.3!                          + *         !!         .    .  0 .         !
 2001.4!                          * +         !!         .0   .    .         !
 2002.1!                          + *         !!         .    .    .0        !
 2002.2!                        *   +         !!    0    .    .    .         !
 2002.3!                        +*            !!         .    . 0  .         !
 2002.4!                        *+            !!         .    0    .         !
 2003.1!                       *+             !!         . 0  .    .         !
 2003.2!                       +              !!         .   0.    .         !
 2003.3!                      *+              !!         .   0.    .         !
 2003.4!                    * +               !!         .0   .    .         !
 2004.1!                  * +                 !!         0    .    .         !
 2004.2!                  +*                  !!         .    .0   .         !
 2004.3!                   +                  !!         .    .0   .         !
 2004.4!                *  +                  !!       0 .    .    .         !
 2005.1!                + *                   !!         .    .   0.         !
 2005.2!                  + *                 !!         .    .  0 .         !
 2005.3!                *   +                 !!      0  .    .    .         !
 2005.4!               *+                     !!         .   0.    .         !
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 2006.2!                +*                    !!         .    .   0.         !
 2006.3!                 + *                  !!         .    .   0.         !
 2006.4!               *   +                  !!      0  .    .    .         !
 2007.1!              *+                      !!         . 0  .    .         !
 2007.2!            * +                       !!         .0   .    .         !
 2007.3!            +*                        !!         .    . 0  .         !
 2007.4!              +                       !!         .    .0   .         !
 2008.1!         *    +                       !!  0      .    .    .         !
 2008.2!         +*                           !!         .    . 0  .         !
 2008.3!          + *                         !!         .    .    0         !
 2008.4!            +                         !!         .   0.    .         !
 2009.1!          * +                         !!         .0   .    .         !
 2009.2!    *     +                           !!  0      .    .    .         !
 2009.3!     +  *                             !!         .    .    .  0      !
 2009.4!       * +                            !!         .0   .    .         !
 2010.1!      *+                              !!         .  0 .    .         !
 2010.2!      + *                             !!         .    .   0.         !
 2010.3!      * +                             !!         .0   .    .         !
 2010.4!      +  *                            !!         .    .   0.         !
 2011.1!       * +                            !!         .0   .    .         !
 2011.2!       + *                            !!         .    .  0 .         !
 2011.3!       *+                             !!         .  0 .    .         !
 2011.4!    *  +                              !!       0 .    .    .         !
 2012.1!    +   *                             !!         .    .    .  0      !
 2012.2!     *  +                             !!       0 .    .    .         !
 2012.3!*    +                                !!    0    .    .    .         !
 2012.4* +                                    !!         .0   .    .         !


     31.91 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSOIT=SOPX$/ITPMM;                                                      
 GENR LAASOIT=LOG(AASOIT+.00001);                                             
 GENR LASOIT=LOG(ASOIT+.00001);                                               
 LHS AASOIT=EXP(LAASOIT)-.00001;                                              
  EQ  354 LAASOIT C LASOIT(-1) PSOIT;                                         
EQUATION 502  LAASOIT  
   RHS     C  LASOIT(-1)  PSOIT  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  502 PLOT=0;END;                                                     

Equation number =  502
**********************

Dependent variable = LAASOIT 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.340230812

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.442517412       0.273307561  -5.27800     1.000000
11915 LASOIT  ( -1)       0.724674271       0.049206941  14.72707    -5.334769
11913 PSOIT   (  0)      -0.027859436       0.079673078  -0.34967     1.139410

SE of equation            =     0.237357281
Sum of squared residuals  =  10.4226186      -0.109632303E-09
Average absolute error    =     0.163339949
Sum of ABS residuals      =  30.7079105    
R squared                 =   0.54132
Durbin-Watson statistic   =   2.24536
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                       +              !!           .  0  .           !
 1966.2!                    +   *             !!           .  .  0           !
 1966.3!                    +   *             !!           .  .  0           !
 1966.4!                     + *              !!           .  .0 .           !
 1967.1!                    +  *              !!           .  .  0           !
 1967.2!                    +   *             !!           .  .  0           !
 1967.3!                  * +                 !!           .0 .  .           !
 1967.4!                +            *        !!           .  .  .      0    !
 1968.1!                        +*            !!           .  .0 .           !
 1968.2!              *       +               !!        0  .  .  .           !
 1968.3!             +   *                    !!           .  .  0           !
 1968.4!                + *                   !!           .  . 0.           !
 1969.1!               *+                     !!           . 0.  .           !
 1969.2!              +                       !!           .  0  .           !
 1969.3!             +   *                    !!           .  .  0           !
 1969.4!             * +                      !!           .0 .  .           !
 1970.1!             +*                       !!           .  .0 .           !
 1970.2!             + *                      !!           .  . 0.           !
 1970.3!             *+                       !!           . 0.  .           !
 1970.4!        *    +                        !!           0  .  .           !
 1971.1!         + *                          !!           .  . 0.           !
 1971.2!            +                         !!           .  0  .           !
 1971.3!            +  *                      !!           .  . 0.           !
 1971.4!        *     +                       !!         0 .  .  .           !
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 1972.3!                   +*                 !!           .  .0 .           !
 1972.4!                  + *                 !!           .  .0 .           !
 1973.1!                *+                    !!           . 0.  .           !
 1973.2!      *        +                      !!        0  .  .  .           !
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 1973.4!    *    +                            !!          0.  .  .           !
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 1974.2! *      +                             !!         0 .  .  .           !
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 1976.1!          +     *                     !!           .  .  .0          !
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 1976.4!        *    +                        !!          0.  .  .           !
 1977.1!         + *                          !!           .  . 0.           !
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 1977.3!       *    +                         !!           0  .  .           !
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 1980.1!              +                       !!           .  0  .           !
 1980.2!             +*                       !!           .  0  .           !
 1980.3!         *   +                        !!           0  .  .           !
 1980.4!         +     *                      !!           .  .  .0          !
 1981.1!        *     +                       !!          0.  .  .           !
 1981.2!        *+                            !!           .  0  .           !
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 1982.4!         *+                           !!           . 0.  .           !
 1983.1!     *   +                            !!           0  .  .           !
 1983.2!       +    *                         !!           .  .  .0          !
 1983.3!           +                          !!           .  0  .           !
 1983.4!           + *                        !!           .  . 0.           !
 1984.1!            + *                       !!           .  .0 .           !
 1984.2!             +*                       !!           .  .0 .           !
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 1984.4!              +*                      !!           .  .0 .           !
 1985.1!              + *                     !!           .  . 0.           !
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 1985.3!               +   *                  !!           .  .  0           !
 1985.4!                 +                    !!           .  0  .           !
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 1990.3!            +             *           !!           .  .  .      0    !
 1990.4!                      +             * !!           .  .  .      0    !
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 1991.3!                             * +      !!           . 0.  .           !
 1991.4!                        +      *      !!           .  .  . 0         !
 1992.1!           *              +           !!   0       .  .  .           !
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 1992.4!       *+                             !!           . 0.  .           !
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 1993.3!      *     +                         !!          0.  .  .           !
 1993.4*       +                              !!        0  .  .  .           !
 1994.1!   +       *                          !!           .  .  .  0        !
 1994.2!       *   +                          !!           0  .  .           !
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 1997.2!         +       *                    !!           .  .  .  0        !
 1997.3!             * +                      !!           .0 .  .           !
 1997.4!            +                   *     !!           .  .  .           0
 1998.1!             *             +          !!   0       .  .  .           !
 1998.2!             +                        !!           .  0  .           !
 1998.3!             +*                       !!           .  .0 .           !
 1998.4!       *      +                       !!         0 .  .  .           !
 1999.1!        +    *                        !!           .  .  0           !
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 2000.4!        *  +                          !!           .0 .  .           !
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 2001.4!        *  +                          !!           .0 .  .           !
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 2002.3!          *+                          !!           . 0.  .           !
 2002.4!    *     +                           !!          0.  .  .           !
 2003.1!      +*                              !!           .  0  .           !
 2003.2!      * +                             !!           . 0.  .           !
 2003.3!        +                             !!           .  0  .           !
 2003.4!        *+                            !!           . 0.  .           !
 2004.1!   *     +                            !!         0 .  .  .           !
 2004.2!     + *                              !!           .  . 0.           !
 2004.3!        +                             !!           .  0  .           !
 2004.4!         +                            !!           .  0  .           !
 2005.1!     *    +                           !!           0  .  .           !
 2005.2!     * +                              !!           .0 .  .           !
 2005.3!      *+                              !!           .  0  .           !
 2005.4!      * +                             !!           . 0.  .           !
 2006.1!   *   +                              !!           0  .  .           !
 2006.2!    * +                               !!           . 0.  .           !
 2006.3!      + *                             !!           .  . 0.           !
 2006.4!         +                            !!           .  0  .           !
 2007.1!       *  +                           !!           .0 .  .           !
 2007.2!        *+                            !!           . 0.  .           !
 2007.3!    *    +                            !!          0.  .  .           !
 2007.4!   *  +                               !!           .0 .  .           !
 2008.1!      +  *                            !!           .  .  0           !
 2008.2!          +                           !!           .  0  .           !
 2008.3!         * +                          !!           . 0.  .           !
 2008.4!         *+                           !!           . 0.  .           !
 2009.1!     *    +                           !!          0.  .  .           !
 2009.2!    *  +                              !!           .0 .  .           !
 2009.3!   *  +                               !!           0  .  .           !
 2009.4!     + *                              !!           .  .0 .           !
 2010.1!        +        *                    !!           .  .  .  0        !
 2010.2!              *+                      !!           . 0.  .           !
 2010.3!           *  +                       !!           .0 .  .           !
 2010.4!           +                          !!           .  0  .           !
 2011.1!       *   +                          !!           0  .  .           !
 2011.2!       *+                             !!           . 0.  .           !
 2011.3!    *   +                             !!           0  .  .           !
 2011.4!      +  *                            !!           .  . 0.           !
 2012.1!         *+                           !!           . 0.  .           !
 2012.2! *        +                           !!        0  .  .  .           !
 2012.3!  * +                                 !!           .0 .  .           !
 2012.4!    +   *                             !!           .  .  0           !


     19.68 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOIT=KOPX$/ITPMM;                                                      
 GENR LAAKOIT=LOG(AAKOIT+.00001);                                             
 GENR LAKOIT=LOG(AKOIT+.00001);                                               
 LHS AAKOIT=EXP(LAAKOIT)-.00001;                                              
  EQ  355 LAAKOIT C LAKOIT(-1) PKOIT;                                         
EQUATION 503  LAAKOIT  
   RHS     C  LAKOIT(-1)  PKOIT  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  503 PLOT=0;END;                                                     

Equation number =  503
**********************

Dependent variable = LAAKOIT 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.041852207

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.973375067       0.183763477  -5.29689     1.000000
11918 LAKOIT  ( -1)       0.701668443       0.052983018  13.24327    -6.066394
11916 PKOIT   (  0)      -0.419332202       0.086606256  -4.84182     1.936125

SE of equation            =     0.380436344
Sum of squared residuals  =  26.7753852       0.272359912E-10
Average absolute error    =     0.229125501
Sum of ABS residuals      =  43.0755943    
R squared                 =   0.91131
Durbin-Watson statistic   =   2.24141
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     *   +                            !!        0  .  .  .           !
 1966.2!       +                              !!           .  0  .           !
 1966.3!       * +                            !!           0  .  .           !
 1966.4*         +                            !!0          .  .  .           !
 1967.1!   +       *                          !!           .  .  .        0  !
 1967.2!            +      *                  !!           .  .  .      0    !
 1967.3!           *      +                   !!    0      .  .  .           !
 1967.4!           *+                         !!           .0 .  .           !
 1968.1!           +                          !!           . 0.  .           !
 1968.2!           +     *                    !!           .  .  .    0      !
 1968.3!                +         *           !!           .  .  .           0
 1968.4!                  *   +               !!        0  .  .  .           !
 1969.1!             *   +                    !!         0 .  .  .           !
 1969.2!             +        *               !!           .  .  .          0!
 1969.3!                *  +                  !!           0  .  .           !
 1969.4!              *+                      !!           . 0.  .           !
 1970.1!              +       *               !!           .  .  .        0  !
 1970.2!            *       +                 !!  0        .  .  .           !
 1970.3!            + *                       !!           .  . 0.           !
 1970.4!              +   *                   !!           .  .  .  0        !
 1971.1!                +*                    !!           .  0  .           !
 1971.2!                 +   *                !!           .  .  .  0        !
 1971.3!                  * +                 !!          0.  .  .           !
 1971.4!              *   +                   !!         0 .  .  .           !
 1972.1!                +*                    !!           .  . 0.           !
 1972.2!                  +                   !!           .  0  .           !
 1972.3!                   +                  !!           .  .0 .           !
 1972.4!                  *+                  !!           .0 .  .           !
 1973.1!               *   +                  !!        0  .  .  .           !
 1973.2!              * +                     !!          0.  .  .           !
 1973.3!           *    +                     !!       0   .  .  .           !
 1973.4!             +*                       !!           .  0  .           !
 1974.1!             +  *                     !!           .  .  .0          !
 1974.2!                  +*                  !!           .  .0 .           !
 1974.3!             *      +                 !!   0       .  .  .           !
 1974.4!               *+                     !!           .0 .  .           !
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 1975.2!                    +*                !!           .  .0 .           !
 1975.3!                    * +               !!           0  .  .           !
 1975.4!                      +*              !!           .  .0 .           !
 1976.1!                   *    +             !!       0   .  .  .           !
 1976.2!                     +                !!           .  .0 .           !
 1976.3!                    * +               !!          0.  .  .           !
 1976.4!                    *+                !!           .0 .  .           !
 1977.1!                     +*               !!           .  . 0.           !
 1977.2!                       +*             !!           .  .0 .           !
 1977.3!                       *+             !!           . 0.  .           !
 1977.4!                       *+             !!           .  0  .           !
 1978.1!                       *+             !!           . 0.  .           !
 1978.2!                       +              !!           .  0  .           !
 1978.3!                       *+             !!           .  0  .           !
 1978.4!                        +             !!           .  0  .           !
 1979.1!                      * +             !!           .0 .  .           !
 1979.2!                       +*             !!           .  .0 .           !
 1979.3!                        *+            !!           .0 .  .           !
 1979.4!                         +            !!           .  0  .           !
 1980.1!                          + *         !!           .  .  0           !
 1980.2!                           * +        !!           .0 .  .           !
 1980.3!                        *   +         !!        0  .  .  .           !
 1980.4!                         +            !!           . 0.  .           !
 1981.1!                       *  +           !!          0.  .  .           !
 1981.2!                      * +             !!           .0 .  .           !
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 1981.4!                      +               !!           . 0.  .           !
 1982.1!                      *+              !!           . 0.  .           !
 1982.2!                       +*             !!           .  .0 .           !
 1982.3!                       *+             !!           .0 .  .           !
 1982.4!                       +              !!           .  0  .           !
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 1983.3!                       +              !!           .  0  .           !
 1983.4!                       *+             !!           .  0  .           !
 1984.1!                      *+              !!           .0 .  .           !
 1984.2!                       +              !!           .  0  .           !
 1984.3!                       +              !!           .  .0 .           !
 1984.4!                       +*             !!           .  0  .           !
 1985.1!                      *+              !!           . 0.  .           !
 1985.2!                       +              !!           .  .0 .           !
 1985.3!                        +             !!           .  0  .           !
 1985.4!                         +            !!           .  0  .           !
 1986.1!                         +            !!           .  0  .           !
 1986.2!                         +            !!           .  0  .           !
 1986.3!                          +*          !!           .  . 0.           !
 1986.4!                           +*         !!           .  0  .           !
 1987.1!                            +         !!           .  .0 .           !
 1987.2!                            +         !!           .  0  .           !
 1987.3!                            +*        !!           .  .0 .           !
 1987.4!                            +*        !!           .  0  .           !
 1988.1!                            + *       !!           .  .  0           !
 1988.2!                            *+        !!           . 0.  .           !
 1988.3!                            +         !!           .  .0 .           !
 1988.4!                            +*        !!           .  .0 .           !
 1989.1!                           +*         !!           .  0  .           !
 1989.2!                           +*         !!           .  .0 .           !
 1989.3!                           +          !!           .  .0 .           !
 1989.4!                           +          !!           .  0  .           !
 1990.1!                           +          !!           .  0  .           !
 1990.2!                           +*         !!           .  .0 .           !
 1990.3!                            +         !!           .  .0 .           !
 1990.4!                            +         !!           .  0  .           !
 1991.1!                            +         !!           .  0  .           !
 1991.2!                            +         !!           .  .0 .           !
 1991.3!                           *+         !!           .  0  .           !
 1991.4!                            +*        !!           .  . 0.           !
 1992.1!                             +        !!           .  0  .           !
 1992.2!                             +        !!           .  .0 .           !
 1992.3!                             +        !!           . 0.  .           !
 1992.4!                            *+        !!           . 0.  .           !
 1993.1!                            +         !!           .  0  .           !
 1993.2!                            +         !!           .  0  .           !
 1993.3!                           *+         !!           . 0.  .           !
 1993.4!                           +*         !!           .  .0 .           !
 1994.1!                           +*         !!           .  .0 .           !
 1994.2!                            +*        !!           .  .0 .           !
 1994.3!                            +         !!           . 0.  .           !
 1994.4!                            +         !!           .  0  .           !
 1995.1!                            +*        !!           .  .0 .           !
 1995.2!                             +        !!           .  0  .           !
 1995.3!                             +        !!           .  0  .           !
 1995.4!                             +*       !!           .  .0 .           !
 1996.1!                             +*       !!           .  0  .           !
 1996.2!                             +        !!           .  0  .           !
 1996.3!                            * +       !!           .0 .  .           !
 1996.4!                             +        !!           .  0  .           !
 1997.1!                             +*       !!           .  .0 .           !
 1997.2!                              +*      !!           .  . 0.           !
 1997.3!                              +*      !!           .  0  .           !
 1997.4!                                +*    !!           .  .  0           !
 1998.1!                                  + * !!           .  . 0.           !
 1998.2!                                    + !!           .  .0 .           !
 1998.3!                                   *+ !!           . 0.  .           !
 1998.4!                                   +* !!           .  .0 .           !
 1999.1!                                  +   !!           . 0.  .           !
 1999.2!                                 +    !!           .  .0 .           !
 1999.3!                                *+    !!           . 0.  .           !
 1999.4!                                +     !!           .  .0 .           !
 2000.1!                                +*    !!           .  . 0.           !
 2000.2!                                +*    !!           .  .0 .           !
 2000.3!                               *+     !!           . 0.  .           !
 2000.4!                               + *    !!           .  .  0           !
 2001.1!                                + *   !!           .  .  0           !
 2001.2!                                 +*   !!           .  .0 .           !
 2001.3!                                  +   !!           .  0  .           !
 2001.4!                                  +   !!           .  .0 .           !
 2002.1!                                  +   !!           .  0  .           !
 2002.2!                                 + *  !!           .  . 0.           !
 2002.3!                                  +*  !!           .  .0 .           !
 2002.4!                                   +  !!           .  0  .           !
 2003.1!                                  + * !!           .  . 0.           !
 2003.2!                                   +  !!           .  0  .           !
 2003.3!                                  *+  !!           . 0.  .           !
 2003.4!                                  +*  !!           .  .0 .           !
 2004.1!                                  *+  !!           .  0  .           !
 2004.2!                                  +  *!!           .  .  .0          !
 2004.3!                                  * + !!           .0 .  .           !
 2004.4!                                  + * !!           .  .  0           !
 2005.1!                                   + *!!           .  . 0.           !
 2005.2!                                    + *!           .  .  0           !
 2005.3!                                   * +!!           0  .  .           !
 2005.4!                                   +  *!           .  .  .0          !
 2006.1!                                    *+!!           . 0.  .           !
 2006.2!                                    + *!           .  .  0           !
 2006.3!                                   * +!!           0  .  .           !
 2006.4!                                   + *!!           .  .  0           !
 2007.1!                                    +*!!           .  0  .           !
 2007.2!                                    + !!           .  0  .           !
 2007.3!                                   *+ !!           .0 .  .           !
 2007.4!                                   +* !!           .  .0 .           !
 2008.1!                                   *+ !!           . 0.  .           !
 2008.2!                                  *+  !!           . 0.  .           !
 2008.3!                                  *+  !!           . 0.  .           !
 2008.4!                                  *+  !!           . 0.  .           !
 2009.1!                                   +  !!           .  .0 .           !
 2009.2!                                   +  !!           . 0.  .           !
 2009.3!                                   +* !!           .  0  .           !
 2009.4!                                    + !!           .  0  .           !
 2010.1!                                  * + !!           0  .  .           !
 2010.2!                                   +  !!           .  .0 .           !
 2010.3!                                    + !!           .  .0 .           !
 2010.4!                                    +*!!           .  . 0.           !
 2011.1!                                     +*!           .  .0 .           !
 2011.2!                                    * +!           .0 .  .           !
 2011.3!                                   *+ !!           .0 .  .           !
 2011.4!                                   +* !!           .  .0 .           !
 2012.1!                                    + !!           .  0  .           !
 2012.2!                                    + !!           .  0  .           !
 2012.3!                                    + !!           .  0  .           !
 2012.4!                                   *+ !!           .0 .  .           !


     14.36 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEIT=BEPX$Q/ITPMM;                                                     
 GENR LAABEIT=LOG(AABEIT+.00001);                                             
 GENR LABEIT=LOG(ABEIT+.00001);                                               
 LHS AABEIT=EXP(LAABEIT)-.00001;                                              
  EQ  356 LAABEIT C LABEIT(-1) PBEIT;                                         
EQUATION 504  LAABEIT  
   RHS     C  LABEIT(-1)  PBEIT  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  504 PLOT=0;END;                                                     

Equation number =  504
**********************

Dependent variable = LAABEIT 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.076790421

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.531794737       0.114185588  -4.65728     1.000000
11921 LABEIT  ( -1)       0.724427705       0.061423035  11.79407    -3.079426
11919 PBEIT   (  0)      -0.278873811       0.095429217  -2.92231     1.126581

SE of equation            =     0.085475912
Sum of squared residuals  =  1.35163432      -0.249547050E-10
Average absolute error    =     0.063106272
Sum of ABS residuals      =  11.8639790    
R squared                 =   0.79480
Durbin-Watson statistic   =   2.58312
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1! *        +                           !!    0     .   .   .          !
 1966.2!     +                                !!          .   0   .          !
 1966.3*        +                             !!    0     .   .   .          !
 1966.4!    +*                                !!          .   .0  .          !
 1967.1!       + *                            !!          .   . 0 .          !
 1967.2!            +*                        !!          .   .0  .          !
 1967.3!    *          +                      !!  0       .   .   .          !
 1967.4!        +*                            !!          .   .0  .          !
 1968.1! *         +                          !!   0      .   .   .          !
 1968.2!      +        *                      !!          .   .   .     0    !
 1968.3!      *         +                     !!   0      .   .   .          !
 1968.4!          +  *                        !!          .   .  0.          !
 1969.1!      *        +                      !!     0    .   .   .          !
 1969.2!        +     *                       !!          .   .   .  0       !
 1969.3!            * +                       !!          .0  .   .          !
 1969.4!            +                         !!          .   0   .          !
 1970.1!             +                        !!          .   0   .          !
 1970.2!              +    *                  !!          .   .   .0         !
 1970.3!                * +                   !!          . 0 .   .          !
 1970.4!           *    +                     !!        0 .   .   .          !
 1971.1!            +     *                   !!          .   .   . 0        !
 1971.2!                    + *               !!          .   . 0 .          !
 1971.3!                 *     +              !!       0  .   .   .          !
 1971.4!               *   +                  !!         0.   .   .          !
 1972.1!                 + *                  !!          .   . 0 .          !
 1972.2!              *     +                 !!       0  .   .   .          !
 1972.3!                +  *                  !!          .   .  0.          !
 1972.4!                    +          *      !!          .   .   .        0 !
 1973.1!                      *      +        !!      0   .   .   .          !
 1973.2!                  *   +               !!          0   .   .          !
 1973.3!                 *+                   !!          . 0 .   .          !
 1973.4!     *          +                     !!  0       .   .   .          !
 1974.1!   +             *                    !!          .   .   .          0
 1974.2!              *  +                    !!          0   .   .          !
 1974.3!              + *                     !!          .   .  0.          !
 1974.4!           *    +                     !!        0 .   .   .          !
 1975.1!            +*                        !!          .   .0  .          !
 1975.2!           *  +                       !!          0   .   .          !
 1975.3!              + *                     !!          .   .  0.          !
 1975.4!                  +     *             !!          .   .   .  0       !
 1976.1!                     *  +             !!          0   .   .          !
 1976.2!                     +  *             !!          .   .  0.          !
 1976.3!                       +*             !!          .   .0  .          !
 1976.4!                   *  +               !!          0   .   .          !
 1977.1!                   +    *             !!          .   .   . 0        !
 1977.2!                 *     +              !!       0  .   .   .          !
 1977.3!                 +                    !!          .   0   .          !
 1977.4!                *+                    !!          .  0.   .          !
 1978.1!                +   *                 !!          .   .   .0         !
 1978.2!                  *+                  !!          . 0 .   .          !
 1978.3!                  +                   !!          .   0   .          !
 1978.4!                  +     *             !!          .   .   .  0       !
 1979.1!                      +*              !!          .   0   .          !
 1979.2!                      +       *       !!          .   .   .   0      !
 1979.3!                            +         !!          .   0   .          !
 1979.4!                           +*         !!          .   .0  .          !
 1980.1!                            +     *   !!          .   .   . 0        !
 1980.2!                                 +*   !!          .   .0  .          !
 1980.3!                               * +    !!          . 0 .   .          !
 1980.4!                              *+      !!          .  0.   .          !
 1981.1!                         *     +      !!       0  .   .   .          !
 1981.2!                    *     +           !!        0 .   .   .          !
 1981.3!                     + *              !!          .   . 0 .          !
 1981.4!                       +*             !!          .   .0  .          !
 1982.1!                      *  +            !!          .0  .   .          !
 1982.2!                        + *           !!          .   .  0.          !
 1982.3!                          *+          !!          .  0.   .          !
 1982.4!                       *  +           !!          .0  .   .          !
 1983.1!                       *+             !!          .   0   .          !
 1983.2!                        +*            !!          .   .0  .          !
 1983.3!                         * +          !!          . 0 .   .          !
 1983.4!                         *+           !!          . 0 .   .          !
 1984.1!                          +           !!          .   0   .          !
 1984.2!                          +*          !!          .   .0  .          !
 1984.3!                         *  +         !!          .0  .   .          !
 1984.4!                          *+          !!          .   0   .          !
 1985.1!                         * +          !!          .0  .   .          !
 1985.2!                          +           !!          .   0   .          !
 1985.3!                           +   *      !!          .   .   0          !
 1985.4!                           *  +       !!          .0  .   .          !
 1986.1!                          *+          !!          .  0.   .          !
 1986.2!                         +*           !!          .   . 0 .          !
 1986.3!                          +   *       !!          .   .   0          !
 1986.4!                             + *      !!          .   .  0.          !
 1987.1!                               +      !!          .   .0  .          !
 1987.2!                              +   *   !!          .   .   0          !
 1987.3!                               *+     !!          .  0.   .          !
 1987.4!                              +       !!          .  0.   .          !
 1988.1!                             +*       !!          .   . 0 .          !
 1988.2!                             *+       !!          .  0.   .          !
 1988.3!                              + *     !!          .   .  0.          !
 1988.4!                            *  +      !!          0   .   .          !
 1989.1!                            + *       !!          .   .  0.          !
 1989.2!                              + *     !!          .   .  0.          !
 1989.3!                                +*    !!          .   .0  .          !
 1989.4!                            *   +     !!          0   .   .          !
 1990.1!                           +  *       !!          .   . 0 .          !
 1990.2!                           * +        !!          .  0.   .          !
 1990.3!                           +   *      !!          .   .   0          !
 1990.4!                            * +       !!          . 0 .   .          !
 1991.1!                           +          !!          .  0.   .          !
 1991.2!                          +           !!          .  0.   .          !
 1991.3!                         *+           !!          .  0.   .          !
 1991.4!                         *+           !!          .  0.   .          !
 1992.1!                       * +            !!          . 0 .   .          !
 1992.2!                         +*           !!          .   .0  .          !
 1992.3!                         *+           !!          .  0.   .          !
 1992.4!                       *  +           !!          .0  .   .          !
 1993.1!                        +      *      !!          .   .   .  0       !
 1993.2!                             + *      !!          .   . 0 .          !
 1993.3!                              +  *    !!          .   .  0.          !
 1993.4!                                +     !!          .   0   .          !
 1994.1!                           *   +      !!          0   .   .          !
 1994.2!                           +*         !!          .   . 0 .          !
 1994.3!                            + *       !!          .   .  0.          !
 1994.4!                             +        !!          .   0   .          !
 1995.1!                            +   *     !!          .   .   0          !
 1995.2!                              +       !!          .   0   .          !
 1995.3!                             +*       !!          .   .0  .          !
 1995.4!                             +*       !!          .   .0  .          !
 1996.1!                             +        !!          .   .0  .          !
 1996.2!                             +   *    !!          .   .   0          !
 1996.3!                                +  *  !!          .   .   0          !
 1996.4!                                *+    !!          . 0 .   .          !
 1997.1!                               +      !!          .   .0  .          !
 1997.2!                               +*     !!          .   .0  .          !
 1997.3!                               +    * !!          .   .   .0         !
 1997.4!                                * +   !!          .0  .   .          !
 1998.1!                               +   *  !!          .   .   0          !
 1998.2!                                 + *  !!          .   . 0 .          !
 1998.3!                                 +    *!          .   .   .0         !
 1998.4!                                  * + !!          . 0 .   .          !
 1999.1!                                *+    !!          .  0.   .          !
 1999.2!                               + *    !!          .   . 0 .          !
 1999.3!                                 +*   !!          .   . 0 .          !
 1999.4!                                  +   !!          .   .0  .          !
 2000.1!                                  +   !!          .   .0  .          !
 2000.2!                                  +*  !!          .   .0  .          !
 2000.3!                                  +   !!          .  0.   .          !
 2000.4!                                * +   !!          . 0 .   .          !
 2001.1!                                +  *  !!          .   .  0.          !
 2001.2!                                  + * !!          .   . 0 .          !
 2001.3!                                   +  *!          .   .  0.          !
 2001.4!                                    +*!!          .   .0  .          !
 2002.1!                                   +* !!          .   0   .          !
 2002.2!                                   + *!!          .   . 0 .          !
 2002.3!                                   +* !!          .   0   .          !
 2002.4!                                 * +  !!          . 0 .   .          !
 2003.1!                                 + *  !!          .   .  0.          !
 2003.2!                               *  +   !!          .0  .   .          !
 2003.3!                               +*     !!          .   . 0 .          !
 2003.4!                              * +     !!          .  0.   .          !
 2004.1!                            * +       !!          .0  .   .          !
 2004.2!                            +   *     !!          .   .   .0         !
 2004.3!                               +      !!          .  0.   .          !
 2004.4!                              + *     !!          .   .0  .          !
 2005.1!                            *+        !!          . 0 .   .          !
 2005.2!                           +  *       !!          .   .  0.          !
 2005.3!                             +*       !!          .   .0  .          !
 2005.4!                             +        !!          .   0   .          !
 2006.1!                      *     +         !!        0 .   .   .          !
 2006.2!                       +   *          !!          .   .   0          !
 2006.3!                          +  *        !!          .   .  0.          !
 2006.4!                          * +         !!          . 0 .   .          !
 2007.1!                          + *         !!          .   . 0 .          !
 2007.2!                        *  +          !!          . 0 .   .          !
 2007.3!                        +  *          !!          .   .   0          !
 2007.4!                      *   +           !!         0.   .   .          !
 2008.1!                      +               !!          .   .0  .          !
 2008.2!                    * +               !!          .0  .   .          !
 2008.3!                  * +                 !!          .0  .   .          !
 2008.4!                   +                  !!          .   0   .          !
 2009.1!                    +*                !!          .   .0  .          !
 2009.2!                      +    *          !!          .   .   . 0        !
 2009.3!                       *  +           !!          .0  .   .          !
 2009.4!                        + *           !!          .   .  0.          !
 2010.1!                     *   +            !!          0   .   .          !
 2010.2!                     *+               !!          .  0.   .          !
 2010.3!                     *+               !!          . 0 .   .          !
 2010.4!                      +               !!          .   .0  .          !
 2011.1!                      +               !!          .  0.   .          !
 2011.2!                      + *             !!          .   . 0 .          !
 2011.3!                  *     +             !!        0 .   .   .          !
 2011.4!                    +                 !!          .   0   .          !
 2012.1!                     +   *            !!          .   .   0          !
 2012.2!                   *     +            !!        0 .   .   .          !
 2012.3!                     +  *             !!          .   .   0          !
 2012.4!                        +    *        !!          .   .   .0         !


     24.47 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ   357 LAADEIT C LADEIT(-1) PDEIT;SMPL 1966.1 2012.4;OLS;EST  357 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOIT=NOPX$Q/ITPMM;                                                     
 GENR LAANOIT=LOG(AANOIT+.00001);                                             
 GENR LANOIT=LOG(ANOIT+.00001);                                               
 LHS AANOIT=EXP(LAANOIT)-.00001;                                              
  EQ  358 LAANOIT C LANOIT(-1) PNOIT;                                         
EQUATION 505  LAANOIT  
   RHS     C  LANOIT(-1)  PNOIT  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  505 PLOT=0;END;                                                     

Equation number =  505
**********************

Dependent variable = LAANOIT 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.015491760

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.906592043       0.204320264  -4.43711     1.000000
11924 LANOIT  ( -1)       0.787987705       0.045749550  17.22394    -5.015435
11922 PNOIT   (  0)      -0.159080082       0.074474313  -2.13604     0.985660

SE of equation            =     0.208332082
Sum of squared residuals  =  8.02941747      -0.143653978E-10
Average absolute error    =     0.152170276
Sum of ABS residuals      =  28.6080119    
R squared                 =   0.70595
Durbin-Watson statistic   =   2.39284
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                 +     *              !!           .  .  . 0         !
 1966.2!                   *  +               !!           .0 .  .           !
 1966.3!                  +  *                !!           .  . 0.           !
 1966.4!                   *+                 !!           . 0.  .           !
 1967.1!                  +  *                !!           .  . 0.           !
 1967.2!                     +   *            !!           .  .  0           !
 1967.3!                   *   +              !!           0  .  .           !
 1967.4!                   +  *               !!           .  . 0.           !
 1968.1!                     +       *        !!           .  .  .  0        !
 1968.2!                           +          !!           .  0  .           !
 1968.3!                   *     +            !!          0.  .  .           !
 1968.4!                  *+                  !!           . 0.  .           !
 1969.1!                 *+                   !!           . 0.  .           !
 1969.2!                 +  *                 !!           .  . 0.           !
 1969.3!                 * +                  !!           .0 .  .           !
 1969.4!           *     +                    !!          0.  .  .           !
 1970.1!            +*                        !!           .  .0 .           !
 1970.2!              +       *               !!           .  .  .  0        !
 1970.3!             *       +                !!        0  .  .  .           !
 1970.4!              +*                      !!           .  .0 .           !
 1971.1!              * +                     !!           .0 .  .           !
 1971.2!             * +                      !!           .0 .  .           !
 1971.3!              +*                      !!           .  0  .           !
 1971.4!                +                     !!           .  0  .           !
 1972.1!           *     +                    !!          0.  .  .           !
 1972.2!             +*                       !!           .  0  .           !
 1972.3!               +                    * !!           .  .  .           0
 1972.4!                 *              +     !!   0       .  .  .           !
 1973.1!                 *+                   !!           . 0.  .           !
 1973.2!             *   +                    !!           0  .  .           !
 1973.3!       *      +                       !!         0 .  .  .           !
 1973.4!     *   +                            !!           0  .  .           !
 1974.1!      +           *                   !!           .  .  .     0     !
 1974.2!                 *+                   !!           . 0.  .           !
 1974.3!         *       +                    !!         0 .  .  .           !
 1974.4!          *+                          !!           . 0.  .           !
 1975.1!         * +                          !!           . 0.  .           !
 1975.2!         * +                          !!           . 0.  .           !
 1975.3!   *       +                          !!         0 .  .  .           !
 1975.4!       +     *                        !!           .  .  . 0         !
 1976.1!            * +                       !!           .0 .  .           !
 1976.2!           * +                        !!           . 0.  .           !
 1976.3!         *   +                        !!           0  .  .           !
 1976.4!           +                          !!           .  0  .           !
 1977.1!            +*                        !!           .  .0 .           !
 1977.2!       *      +                       !!         0 .  .  .           !
 1977.3!         +*                           !!           .  0  .           !
 1977.4!       *   +                          !!           0  .  .           !
 1978.1!      *  +                            !!           .0 .  .           !
 1978.2!        + *                           !!           .  .0 .           !
 1978.3!            +  *                      !!           .  . 0.           !
 1978.4!         *      +                     !!         0 .  .  .           !
 1979.1!           +   *                      !!           .  . 0.           !
 1979.2!          *     +                     !!          0.  .  .           !
 1979.3!        *   +                         !!           0  .  .           !
 1979.4!       *  +                           !!           .0 .  .           !
 1980.1!         + *                          !!           .  .0 .           !
 1980.2!           *+                         !!           . 0.  .           !
 1980.3!         *   +                        !!           0  .  .           !
 1980.4!       *   +                          !!           0  .  .           !
 1981.1*         +                            !!       0   .  .  .           !
 1981.2! *+                                   !!           . 0.  .           !
 1981.3!    + *                               !!           .  . 0.           !
 1981.4!   *    +                             !!           0  .  .           !
 1982.1!    * +                               !!           . 0.  .           !
 1982.2!     *+                               !!           . 0.  .           !
 1982.3!       +  *                           !!           .  . 0.           !
 1982.4!    *      +                          !!         0 .  .  .           !
 1983.1!      + *                             !!           .  .0 .           !
 1983.2!          +       *                   !!           .  .  .  0        !
 1983.3!      *           +                   !!      0    .  .  .           !
 1983.4!    *   +                             !!           0  .  .           !
 1984.1!       +  *                           !!           .  . 0.           !
 1984.2!           +*                         !!           .  .0 .           !
 1984.3!             +*                       !!           .  .0 .           !
 1984.4!       *       +                      !!         0 .  .  .           !
 1985.1!         +                            !!           .  0  .           !
 1985.2!      *   +                           !!           0  .  .           !
 1985.3!      * +                             !!           . 0.  .           !
 1985.4!        *+                            !!           . 0.  .           !
 1986.1!          +                           !!           .  0  .           !
 1986.2!         *  +                         !!           .0 .  .           !
 1986.3!            +    *                    !!           .  .  .0          !
 1986.4!                  +                   !!           . 0.  .           !
 1987.1!                   + *                !!           .  . 0.           !
 1987.2!               *     +                !!          0.  .  .           !
 1987.3!                 + *                  !!           .  .0 .           !
 1987.4!                   + *                !!           .  .0 .           !
 1988.1!                     +*               !!           .  0  .           !
 1988.2!                     *+               !!           .  0  .           !
 1988.3!                     +*               !!           .  .0 .           !
 1988.4!                      +  *            !!           .  . 0.           !
 1989.1!                     *  +             !!           .0 .  .           !
 1989.2!                     +*               !!           .  0  .           !
 1989.3!                      +               !!           .  0  .           !
 1989.4!                 *    +               !!           0  .  .           !
 1990.1!                  +   *               !!           .  .  0           !
 1990.2!                    * +               !!           .0 .  .           !
 1990.3!                    +     *           !!           .  .  . 0         !
 1990.4!                  *      +            !!         0 .  .  .           !
 1991.1!                   + *                !!           .  .0 .           !
 1991.2!                    *+                !!           .  0  .           !
 1991.3!                     +*               !!           .  .0 .           !
 1991.4!                 *    +               !!          0.  .  .           !
 1992.1!                  +     *             !!           .  .  .0          !
 1992.2!                       +   *          !!           .  .  0           !
 1992.3!                       *  +           !!           .0 .  .           !
 1992.4!                       +*             !!           .  0  .           !
 1993.1!                        + *           !!           .  .0 .           !
 1993.2!                         +  *         !!           .  . 0.           !
 1993.3!                           +   *      !!           .  .  0           !
 1993.4!                              +       !!           .  .0 .           !
 1994.1!                             +        *!           .  .  .  0        !
 1994.2!                               *   +  !!           0  .  .           !
 1994.3!                             +        !!           .  0  .           !
 1994.4!                          * +         !!           . 0.  .           !
 1995.1!                          +*          !!           .  .0 .           !
 1995.2!                          +  *        !!           .  . 0.           !
 1995.3!                            +  *      !!           .  . 0.           !
 1995.4!                              +       !!           .  0  .           !
 1996.1!                            + *       !!           .  .0 .           !
 1996.2!                             +        !!           .  0  .           !
 1996.3!                            +     *   !!           .  .  .0          !
 1996.4!                              *+      !!           . 0.  .           !
 1997.1!                             + *      !!           .  . 0.           !
 1997.2!                             +*       !!           .  0  .           !
 1997.3!                            + *       !!           .  .0 .           !
 1997.4!                           *+         !!           . 0.  .           !
 1998.1!                        *  +          !!           .0 .  .           !
 1998.2!                        + *           !!           .  . 0.           !
 1998.3!                          +*          !!           .  .0 .           !
 1998.4!                           +*         !!           .  .0 .           !
 1999.1!                           +*         !!           .  0  .           !
 1999.2!                          *+          !!           . 0.  .           !
 1999.3!                      *  +            !!           .0 .  .           !
 1999.4!                   *  +               !!           .0 .  .           !
 2000.1!                   *+                 !!           . 0.  .           !
 2000.2!                   + *                !!           .  .0 .           !
 2000.3!              *     +                 !!          0.  .  .           !
 2000.4!               + *                    !!           .  .0 .           !
 2001.1!                 *+                   !!           . 0.  .           !
 2001.2!                 +*                   !!           .  0  .           !
 2001.3!                  + *                 !!           .  .0 .           !
 2001.4!                    +*                !!           .  .0 .           !
 2002.1!                     +   *            !!           .  .  0           !
 2002.2!                         +*           !!           .  .0 .           !
 2002.3!                         +    *       !!           .  .  .0          !
 2002.4!                            +    *    !!           .  .  0           !
 2003.1!                              + *     !!           .  .0 .           !
 2003.2!                              +   *   !!           .  .  0           !
 2003.3!                               + *    !!           .  .0 .           !
 2003.4!                          *   +       !!           0  .  .           !
 2004.1!                     *   +            !!           0  .  .           !
 2004.2!                     +     *          !!           .  .  .0          !
 2004.3!                      *  +            !!           .0 .  .           !
 2004.4!            *        +                !!       0   .  .  .           !
 2005.1!             +            *           !!           .  .  .     0     !
 2005.2!                    *   +             !!           0  .  .           !
 2005.3!                   +      *           !!           .  .  . 0         !
 2005.4!                        +             !!           .  0  .           !
 2006.1!                      +    *          !!           .  .  0           !
 2006.2!                       *+             !!           . 0.  .           !
 2006.3!                     +  *             !!           .  . 0.           !
 2006.4!                      +*              !!           .  0  .           !
 2007.1!                     + *              !!           .  . 0.           !
 2007.2!                    *+                !!           . 0.  .           !
 2007.3!                  +*                  !!           .  .0 .           !
 2007.4!                  +*                  !!           .  .0 .           !
 2008.1!                 +    *               !!           .  .  0           !
 2008.2!                   + *                !!           .  .0 .           !
 2008.3!                  +  *                !!           .  . 0.           !
 2008.4!                    +      *          !!           .  .  . 0         !
 2009.1!                         +   *        !!           .  .  0           !
 2009.2!                          +*          !!           .  .0 .           !
 2009.3!                         +*           !!           .  .0 .           !
 2009.4!                      * +             !!           . 0.  .           !
 2010.1!                     +                !!           .  0  .           !
 2010.2!                    +  *              !!           .  . 0.           !
 2010.3!                 *   +                !!           0  .  .           !
 2010.4!               *+                     !!           . 0.  .           !
 2011.1!              +*                      !!           .  .0 .           !
 2011.2!              +*                      !!           .  0  .           !
 2011.3!              +    *                  !!           .  .  0           !
 2011.4!                 +                    !!           . 0.  .           !
 2012.1!               + *                    !!           .  .0 .           !
 2012.2!                +     *               !!           .  .  .0          !
 2012.3!                  *+                  !!           . 0.  .           !
 2012.4!                +                     !!           .  0  .           !


     26.06 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWIT=SWPX$Q/ITPMM;                                                     
 GENR LAASWIT=LOG(AASWIT+.00001);                                             
 GENR LASWIT=LOG(ASWIT+.00001);                                               
 LHS AASWIT=EXP(LAASWIT)-.00001;                                              
  EQ  359 LAASWIT C LASWIT(-1) PSWIT;                                         
EQUATION 506  LAASWIT  
   RHS     C  LASWIT(-1)  PSWIT  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  506 PLOT=0;END;                                                     

Equation number =  506
**********************

Dependent variable = LAASWIT 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.360635030

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.938205797       0.202028715  -4.64392     1.000000
11927 LASWIT  ( -1)       0.780985502       0.047860280  16.31803    -4.358791
11925 PSWIT   (  0)      -0.013813607       0.030718242  -0.44969     1.323069

SE of equation            =     0.088929528
Sum of squared residuals  =  1.46306529      -0.160693681E-09
Average absolute error    =     0.064925552
Sum of ABS residuals      =  12.2060037    
R squared                 =   0.61034
Durbin-Watson statistic   =   2.34436
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                           +*         !!           .  .0 .           !
 1966.2!                           +    *     !!           .  .  .0          !
 1966.3!                           *  +       !!           .0 .  .           !
 1966.4!                          +     *     !!           .  .  . 0         !
 1967.1!                              + *     !!           .  .0 .           !
 1967.2!                             +    *   !!           .  .  0           !
 1967.3!                              *+      !!           . 0.  .           !
 1967.4!                      *     +         !!          0.  .  .           !
 1968.1!                      +  *            !!           .  . 0.           !
 1968.2!                        +*            !!           .  .0 .           !
 1968.3!                     *  +             !!           .0 .  .           !
 1968.4!                    *+                !!           . 0.  .           !
 1969.1!                  *  +                !!           .0 .  .           !
 1969.2!             *     +                  !!          0.  .  .           !
 1969.3!               +  *                   !!           .  . 0.           !
 1969.4!              *    +                  !!           0  .  .           !
 1970.1!               *+                     !!           . 0.  .           !
 1970.2!                +*                    !!           .  0  .           !
 1970.3!                  +*                  !!           .  .0 .           !
 1970.4!               *    +                 !!           0  .  .           !
 1971.1!                 +         *          !!           .  .  .   0       !
 1971.2!                     *    +           !!           0  .  .           !
 1971.3!                   *  +               !!           .0 .  .           !
 1971.4!                    + *               !!           .  . 0.           !
 1972.1!                      + *             !!           .  .0 .           !
 1972.2!                       *+             !!           .  0  .           !
 1972.3!                      *+              !!           .  0  .           !
 1972.4!                    * +               !!           .0 .  .           !
 1973.1!                    +*                !!           .  0  .           !
 1973.2!                   * +                !!           .0 .  .           !
 1973.3!           *       +                  !!        0  .  .  .           !
 1973.4*             +                        !!    0      .  .  .           !
 1974.1!    +         *                       !!           .  .  .   0       !
 1974.2!            *   +                     !!           0  .  .           !
 1974.3!             *+                       !!           . 0.  .           !
 1974.4!               +  *                   !!           .  .  0           !
 1975.1!                *  +                  !!           .0 .  .           !
 1975.2!                 +    *               !!           .  .  .0          !
 1975.3!           *          +               !!      0    .  .  .           !
 1975.4!              +      *                !!           .  .  . 0         !
 1976.1!               *     +                !!         0 .  .  .           !
 1976.2!     *          +                     !!      0    .  .  .           !
 1976.3!         +*                           !!           .  .0 .           !
 1976.4!          *  +                        !!           .0 .  .           !
 1977.1!       *    +                         !!          0.  .  .           !
 1977.2!        *  +                          !!           .0 .  .           !
 1977.3!           + *                        !!           .  .0 .           !
 1977.4!               +                    * !!           .  .  .           0
 1978.1!                  *              +    !!   0       .  .  .           !
 1978.2!                   +                  !!           .  0  .           !
 1978.3!                   +               *  !!           .  .  .       0   !
 1978.4!                    *           +     !!     0     .  .  .           !
 1979.1!                     +*               !!           .  .0 .           !
 1979.2!                      + *             !!           .  .0 .           !
 1979.3!                      * +             !!           . 0.  .           !
 1979.4!                      +  *            !!           .  . 0.           !
 1980.1!                         +            *!           .  .  .     0     !
 1980.2!                               *   +  !!           0  .  .           !
 1980.3!                             +    *   !!           .  .  0           !
 1980.4!                              * +     !!           .0 .  .           !
 1981.1!                      *     +         !!          0.  .  .           !
 1981.2!                    * +               !!           .0 .  .           !
 1981.3!               *    +                 !!          0.  .  .           !
 1981.4!                 + *                  !!           .  . 0.           !
 1982.1!                    +  *              !!           .  . 0.           !
 1982.2!                     * +              !!           . 0.  .           !
 1982.3!           *          +               !!      0    .  .  .           !
 1982.4!              +      *                !!           .  .  .  0        !
 1983.1!                      +   *           !!           .  .  0           !
 1983.2!                         +     *      !!           .  .  .0          !
 1983.3!                             + *      !!           .  .0 .           !
 1983.4!                             + *      !!           .  .0 .           !
 1984.1!                             +     *  !!           .  .  .0          !
 1984.2!                                +   * !!           .  .  0           !
 1984.3!                               * +    !!           . 0.  .           !
 1984.4!                             +   *    !!           .  .  0           !
 1985.1!                          *    +      !!          0.  .  .           !
 1985.2!                         + *          !!           .  .0 .           !
 1985.3!                          +    *      !!           .  .  0           !
 1985.4!                             +        !!           .  0  .           !
 1986.1!                      *     +         !!          0.  .  .           !
 1986.2!                      +   *           !!           .  .  0           !
 1986.3!                         *+           !!           .  0  .           !
 1986.4!                         +    *       !!           .  .  .0          !
 1987.1!                            *+        !!           . 0.  .           !
 1987.2!                           +*         !!           .  .0 .           !
 1987.3!                           +          !!           .  0  .           !
 1987.4!                          +   *       !!           .  .  0           !
 1988.1!                             +*       !!           .  .0 .           !
 1988.2!                            +    *    !!           .  .  0           !
 1988.3!                              +       !!           . 0.  .           !
 1988.4!                            +         !!           .  0  .           !
 1989.1!                           +    *     !!           .  .  .0          !
 1989.2!                              +  *    !!           .  . 0.           !
 1989.3!                               +  *   !!           .  .  0           !
 1989.4!                              * +     !!           .0 .  .           !
 1990.1!                            + *       !!           .  .0 .           !
 1990.2!                           *+         !!           . 0.  .           !
 1990.3!                          +   *       !!           .  .  0           !
 1990.4!                             +*       !!           .  .0 .           !
 1991.1!                            +         !!           .  0  .           !
 1991.2!                           +          !!           .  0  .           !
 1991.3!                        * +           !!           .0 .  .           !
 1991.4!                        +*            !!           .  .0 .           !
 1992.1!                       * +            !!           . 0.  .           !
 1992.2!                       +*             !!           .  0  .           !
 1992.3!                        +*            !!           .  .0 .           !
 1992.4!                        +*            !!           .  .0 .           !
 1993.1!                         +*           !!           .  0  .           !
 1993.2!                         +  *         !!           .  . 0.           !
 1993.3!                           +     *    !!           .  .  .0          !
 1993.4!                             * +      !!           . 0.  .           !
 1994.1!                            +     *   !!           .  .  .0          !
 1994.2!                               + *    !!           .  .0 .           !
 1994.3!                               +*     !!           .  .0 .           !
 1994.4!                              +*      !!           .  .0 .           !
 1995.1!                          *   +       !!           0  .  .           !
 1995.2!                         +   *        !!           .  . 0.           !
 1995.3!                           +   *      !!           .  . 0.           !
 1995.4!                            *+        !!           . 0.  .           !
 1996.1!                          *+          !!           . 0.  .           !
 1996.2!                         +            !!           .  0  .           !
 1996.3!                        +             !!           .  0  .           !
 1996.4!                        +   *         !!           .  . 0.           !
 1997.1!                    *      +          !!          0.  .  .           !
 1997.2!                     +  *             !!           .  . 0.           !
 1997.3!                        +             !!           .  0  .           !
 1997.4!                        +             !!           .  0  .           !
 1998.1!                      * +             !!           . 0.  .           !
 1998.2!                      +     *         !!           .  .  .0          !
 1998.3!                           +    *     !!           .  .  0           !
 1998.4!                              +     * !!           .  .  .0          !
 1999.1!                                 + *  !!           .  .0 .           !
 1999.2!                              * +     !!           .0 .  .           !
 1999.3!                            +         !!           . 0.  .           !
 1999.4!                           +          !!           .  0  .           !
 2000.1!                          + *         !!           .  . 0.           !
 2000.2!                           +      *   !!           .  .  .0          !
 2000.3!                               +      !!           .  0  .           !
 2000.4!                              + *     !!           .  . 0.           !
 2001.1!                           *  +       !!           .0 .  .           !
 2001.2!                     *     +          !!          0.  .  .           !
 2001.3!                      + *             !!           .  .0 .           !
 2001.4!                        +   *         !!           .  .  0           !
 2002.1!                        *  +          !!           .0 .  .           !
 2002.2!                        +  *          !!           .  . 0.           !
 2002.3!                          +   *       !!           .  . 0.           !
 2002.4!                            +*        !!           .  .0 .           !
 2003.1!                        *   +         !!           0  .  .           !
 2003.2!                       *+             !!           . 0.  .           !
 2003.3!                       +              !!           .  0  .           !
 2003.4!                       +     *        !!           .  .  .0          !
 2004.1!                           *+         !!           .  0  .           !
 2004.2!                          +  *        !!           .  . 0.           !
 2004.3!                           *+         !!           . 0.  .           !
 2004.4!                       *  +           !!           .0 .  .           !
 2005.1!                       + *            !!           .  .0 .           !
 2005.2!                        *+            !!           . 0.  .           !
 2005.3!                       *+             !!           .  0  .           !
 2005.4!                    *  +              !!           .0 .  .           !
 2006.1!                     +     *          !!           .  .  .0          !
 2006.2!                       *  +           !!           .0 .  .           !
 2006.3!                       +              !!           . 0.  .           !
 2006.4!                  *    +              !!           0  .  .           !
 2007.1!                   +*                 !!           .  .0 .           !
 2007.2!                  *  +                !!           .0 .  .           !
 2007.3!               *   +                  !!           0  .  .           !
 2007.4!             *   +                    !!           0  .  .           !
 2008.1!                +    *                !!           .  .  .0          !
 2008.2!                    * +               !!           . 0.  .           !
 2008.3!             *       +                !!         0 .  .  .           !
 2008.4!           *   +                      !!           0  .  .           !
 2009.1!             + *                      !!           .  .0 .           !
 2009.2!               * +                    !!           . 0.  .           !
 2009.3!                 +                    !!           .  0  .           !
 2009.4!                 *+                   !!           . 0.  .           !
 2010.1!              *    +                  !!           0  .  .           !
 2010.2!                +                     !!           .  0  .           !
 2010.3!                * +                   !!           . 0.  .           !
 2010.4!               *  +                   !!           .0 .  .           !
 2011.1!             *   +                    !!           0  .  .           !
 2011.2!         *     +                      !!          0.  .  .           !
 2011.3!         *   +                        !!           0  .  .           !
 2011.4!        *   +                         !!           0  .  .           !
 2012.1!        *  +                          !!           .0 .  .           !
 2012.2!        *   +                         !!           0  .  .           !
 2012.3!           +                          !!           .  0  .           !
 2012.4!          *   +                       !!           0  .  .           !


     23.94 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGRIT=GRPX$Q/ITPMM;                                                     
 GENR LAAGRIT=LOG(AAGRIT+.00001);                                             
 GENR LAGRIT=LOG(AGRIT+.00001);                                               
 LHS AAGRIT=EXP(LAAGRIT)-.00001;                                              
  EQ  360 LAAGRIT C LAGRIT(-1) PGRIT;                                         
EQUATION 507  LAAGRIT  
   RHS     C  LAGRIT(-1)  PGRIT  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  507 PLOT=0;END;                                                     

Equation number =  507
**********************

Dependent variable = LAAGRIT 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.066786181

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.340138445       0.228317416  -5.86963     1.000000
11930 LAGRIT  ( -1)       0.651591963       0.055492100  11.74207    -5.074305
11928 PGRIT   (  0)      -0.357082273       0.125935964  -2.83543     1.176960

SE of equation            =     0.259944168
Sum of squared residuals  =  12.5006296       0.246140885E-10
Average absolute error    =     0.194986654
Sum of ABS residuals      =  36.6574910    
R squared                 =   0.60712
Durbin-Watson statistic   =   2.25638
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*    +                                 !!         0    .    .         !
 1966.2!     +                                !!         .   0.    .         !
 1966.3!        *+                            !!         .    0    .         !
 1966.4*           +                          !!  0      .    .    .         !
 1967.1!*    +                                !!         0    .    .         !
 1967.2!       +    *                         !!         .    .    0         !
 1967.3!              +             *         !!         .    .    .       0 !
 1967.4!                       * +            !!         .  0 .    .         !
 1968.1!             *       +                !!     0   .    .    .         !
 1968.2!               +       *              !!         .    .    .  0      !
 1968.3!                     +      *         !!         .    .    . 0       !
 1968.4!                 *       +            !!      0  .    .    .         !
 1969.1!          *      +                    !!       0 .    .    .         !
 1969.2!            +  *                      !!         .    .  0 .         !
 1969.3!              * +                     !!         .  0 .    .         !
 1969.4!             * +                      !!         .  0 .    .         !
 1970.1!             *+                       !!         .   0.    .         !
 1970.2!               +  *                   !!         .    .  0 .         !
 1970.3!           *       +                  !!       0 .    .    .         !
 1970.4!              +*                      !!         .    .0   .         !
 1971.1!                + *                   !!         .    . 0  .         !
 1971.2!                *   +                 !!         . 0  .    .         !
 1971.3!          *        +                  !!     0   .    .    .         !
 1971.4!              *+                      !!         .   0.    .         !
 1972.1!                 +   *                !!         .    .   0.         !
 1972.2!                    * +               !!         .  0 .    .         !
 1972.3!                *    +                !!         0    .    .         !
 1972.4!                *+                    !!         .   0.    .         !
 1973.1!                *+                    !!         .   0.    .         !
 1973.2!                +*                    !!         .    0    .         !
 1973.3!              *  +                    !!         . 0  .    .         !
 1973.4!        *   +                         !!         .0   .    .         !
 1974.1!      +         *                     !!         .    .    .    0    !
 1974.2!                +                     !!         .    0    .         !
 1974.3!               *+                     !!         .   0.    .         !
 1974.4!               *+                     !!         .   0.    .         !
 1975.1!                + *                   !!         .    . 0  .         !
 1975.2!                 * +                  !!         .  0 .    .         !
 1975.3!                  +           *       !!         .    .    .      0  !
 1975.4!                    *      +          !!       0 .    .    .         !
 1976.1!                     +  *             !!         .    .  0 .         !
 1976.2!                       + *            !!         .    .0   .         !
 1976.3!                       *+             !!         .   0.    .         !
 1976.4!                   *  +               !!         . 0  .    .         !
 1977.1!                  *+                  !!         .   0.    .         !
 1977.2!               *  +                   !!         . 0  .    .         !
 1977.3!              * +                     !!         . 0  .    .         !
 1977.4!               +                      !!         .    0    .         !
 1978.1!                +*                    !!         .    .0   .         !
 1978.2!                  +         *         !!         .    .    .    0    !
 1978.3!                         *+           !!         .   0.    .         !
 1978.4!                       +    *         !!         .    .   0.         !
 1979.1!                       * +            !!         .  0 .    .         !
 1979.2!                      +*              !!         .    . 0  .         !
 1979.3!                  *    +              !!         0    .    .         !
 1979.4!                   +                  !!         .    0    .         !
 1980.1!                     +     *          !!         .    .    .0        !
 1980.2!                          +  *        !!         .    .  0 .         !
 1980.3!                      *    +          !!         0    .    .         !
 1980.4!                     * +              !!         .  0 .    .         !
 1981.1!         *            +               !! 0       .    .    .         !
 1981.2!             +  *                     !!         .    .  0 .         !
 1981.3!                +*                    !!         .    .0   .         !
 1981.4!             *    +                   !!         0    .    .         !
 1982.1!                +      *              !!         .    .    .  0      !
 1982.2!               *      +               !!       0 .    .    .         !
 1982.3!                 +        *           !!         .    .    .   0     !
 1982.4!             *          +             !!   0     .    .    .         !
 1983.1!                 +             *      !!         .    .    .         0
 1983.2!                            +   *     !!         .    .   0.         !
 1983.3!                             +  *     !!         .    .  0 .         !
 1983.4!                            + *       !!         .    . 0  .         !
 1984.1!                           +        * !!         .    .    .   0     !
 1984.2!                               +      !!         .   0.    .         !
 1984.3!                            + *       !!         .    . 0  .         !
 1984.4!                          *+          !!         .   0.    .         !
 1985.1!                        +   *         !!         .    .   0.         !
 1985.2!                         +   *        !!         .    .  0 .         !
 1985.3!                   *      +           !!       0 .    .    .         !
 1985.4!                     +  *             !!         .    .  0 .         !
 1986.1!                        +*            !!         .    .0   .         !
 1986.2!                        +  *          !!         .    .  0 .         !
 1986.3!                          +           *!         .    .    .       0 !
 1986.4!                          *      +    !!       0 .    .    .         !
 1987.1!                          +    *      !!         .    .    0         !
 1987.2!                             +        !!         .    0    .         !
 1987.3!                            +        *!!         .    .    .    0    !
 1987.4!                                *+    !!         .   0.    .         !
 1988.1!                   *          +       !!   0     .    .    .         !
 1988.2!                     + *              !!         .    . 0  .         !
 1988.3!                        +  *          !!         .    .  0 .         !
 1988.4!                         * +          !!         .   0.    .         !
 1989.1!                         +         *  !!         .    .    .    0    !
 1989.2!                                +   * !!         .    .    0         !
 1989.3!                                +  *  !!         .    . 0  .         !
 1989.4!                                + *   !!         .    .  0 .         !
 1990.1!                               +   *  !!         .    .  0 .         !
 1990.2!                             * +      !!         . 0  .    .         !
 1990.3!                          * +         !!         .  0 .    .         !
 1990.4!                          +    *      !!         .    .    0         !
 1991.1!                             + *      !!         .    . 0  .         !
 1991.2!                             +   *    !!         .    .   0.         !
 1991.3!                              +   *   !!         .    .   0.         !
 1991.4!                          *     +     !!         0    .    .         !
 1992.1!                          +        *  !!         .    .    .  0      !
 1992.2!                               *+     !!         .   0.    .         !
 1992.3!                              +      *!!         .    .    .  0      !
 1992.4!                                 *+   !!         .   0.    .         !
 1993.1!                               +     *!!         .    .    . 0       !
 1993.2!                                 +   *!!         .    .  0 .         !
 1993.3!                              *  +    !!         . 0  .    .         !
 1993.4!                      *      +        !!       0 .    .    .         !
 1994.1!                        +        *    !!         .    .    .   0     !
 1994.2!                              +  *    !!         .    .  0 .         !
 1994.3!                        *      +      !!       0 .    .    .         !
 1994.4!                        *+            !!         .   0.    .         !
 1995.1!                         +     *      !!         .    .    . 0       !
 1995.2!                              +       !!         .    .0   .         !
 1995.3!                             + *      !!         .    . 0  .         !
 1995.4!                             +        !!         .   0.    .         !
 1996.1!                           +    *     !!         .    .   0.         !
 1996.2!                             + *      !!         .    .0   .         !
 1996.3!                             + *      !!         .    .  0 .         !
 1996.4!                           * +        !!         . 0  .    .         !
 1997.1!                          +*          !!         .    .0   .         !
 1997.2!                           +*         !!         .    . 0  .         !
 1997.3!                           +   *      !!         .    .  0 .         !
 1997.4!                        *    +        !!         0    .    .         !
 1998.1!                        *+            !!         .   0.    .         !
 1998.2!                         +            !!         .    0    .         !
 1998.3!                          + *         !!         .    . 0  .         !
 1998.4!                         * +          !!         .  0 .    .         !
 1999.1!                         +    *       !!         .    .    0         !
 1999.2!                             +*       !!         .    .0   .         !
 1999.3!                         *   +        !!         .0   .    .         !
 1999.4!                     *   +            !!         .0   .    .         !
 2000.1!                     * +              !!         .  0 .    .         !
 2000.2!                      *+              !!         .   0.    .         !
 2000.3!                   *   +              !!         0    .    .         !
 2000.4!              *      +                !!      0  .    .    .         !
 2001.1!             *    +                   !!         0    .    .         !
 2001.2!                  +                   !!         .    0    .         !
 2001.3!                   * +                !!         .  0 .    .         !
 2001.4!              *       +               !!      0  .    .    .         !
 2002.1!                * +                   !!         .  0 .    .         !
 2002.2!                *  +                  !!         . 0  .    .         !
 2002.3!                *   +                 !!         . 0  .    .         !
 2002.4!               *    +                 !!         0    .    .         !
 2003.1!                  +     *             !!         .    .    0         !
 2003.2!                    *   +             !!         .0   .    .         !
 2003.3!                      +               !!         .    0    .         !
 2003.4!                 *     +              !!        0.    .    .         !
 2004.1!                 * +                  !!         .  0 .    .         !
 2004.2!                   +                  !!         .    0    .         !
 2004.3!                  * +                 !!         . 0  .    .         !
 2004.4!                *   +                 !!         . 0  .    .         !
 2005.1!                   +   *              !!         .    .   0.         !
 2005.2!                    *  +              !!         .0   .    .         !
 2005.3!                     +*               !!         .    .0   .         !
 2005.4!                      *+              !!         .   0.    .         !
 2006.1!                      +  *            !!         .    . 0  .         !
 2006.2!                      * +             !!         .  0 .    .         !
 2006.3!                       + *            !!         .    . 0  .         !
 2006.4!                    *   +             !!         0    .    .         !
 2007.1!                     + *              !!         .    .0   .         !
 2007.2!                      *+              !!         .   0.    .         !
 2007.3!                      +               !!         .    0    .         !
 2007.4!                    * +               !!         . 0  .    .         !
 2008.1!                    *+                !!         .    0    .         !
 2008.2!                     + *              !!         .    .  0 .         !
 2008.3!                      *+              !!         .    0    .         !
 2008.4!                   *   +              !!         .0   .    .         !
 2009.1!                    +  *              !!         .    .  0 .         !
 2009.2!                       +              !!         .    0    .         !
 2009.3!                       +*             !!         .    .0   .         !
 2009.4!                    *  +              !!         . 0  .    .         !
 2010.1!                    *+                !!         .   0.    .         !
 2010.2!                     +                !!         .    0    .         !
 2010.3!                     *+               !!         .   0.    .         !
 2010.4!                     +*               !!         .    .0   .         !
 2011.1!                      +*              !!         .    .0   .         !
 2011.2!                     * +              !!         .   0.    .         !
 2011.3!                      +*              !!         .    .0   .         !
 2011.4!                     *+               !!         .  0 .    .         !
 2012.1!                     +*               !!         .    0    .         !
 2012.2!                      +               !!         .    0    .         !
 2012.3!                      +*              !!         .    .0   .         !
 2012.4!                      *+              !!         .   0.    .         !


     26.06 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRIT=IRPX$Q/ITPMM;                                                     
 GENR LAAIRIT=LOG(AAIRIT+.00001);                                             
 GENR LAIRIT=LOG(AIRIT+.00001);                                               
 LHS AAIRIT=EXP(LAAIRIT)-.00001;                                              
  EQ  361 LAAIRIT C LAIRIT(-1) PIRIT;                                         
EQUATION 508  LAAIRIT  
   RHS     C  LAIRIT(-1)  PIRIT  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  508 PLOT=0;END;                                                     

Equation number =  508
**********************

Dependent variable = LAAIRIT 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.529087987

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.120898433       0.085013062  -1.42212     1.000000
11933 LAIRIT  ( -1)       0.967169435       0.025381341  38.10553    -5.546141
11931 PIRIT   (  0)      -0.032300650       0.116048759  -0.27834     1.366277

SE of equation            =     0.207437632
Sum of squared residuals  =  7.96061868      -0.373923115E-11
Average absolute error    =     0.136480399
Sum of ABS residuals      =  25.6583150    
R squared                 =   0.96632
Durbin-Watson statistic   =   2.25652
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*     +                                !!  0        .  .  .           !
 1966.2!+ *                                   !!           .  .  . 0         !
 1966.3!   +  *                               !!           .  .  .0          !
 1966.4!  *   +                               !!       0   .  .  .           !
 1967.1!   + *                                !!           .  .  .0          !
 1967.2!    * +                               !!          0.  .  .           !
 1967.3!    *+                                !!           .0 .  .           !
 1967.4! *  +                                 !!       0   .  .  .           !
 1968.1!  +    *                              !!           .  .  .     0     !
 1968.2!      *+                              !!           . 0.  .           !
 1968.3*       +                              !0           .  .  .           !
 1968.4!+ *                                   !!           .  .  0           !
 1969.1!   +   *                              !!           .  .  .    0      !
 1969.2!        +                             !!           .  0  .           !
 1969.3!        +  *                          !!           .  .  . 0         !
 1969.4!            +*                        !!           .  .  0           !
 1970.1!             *+                       !!           . 0.  .           !
 1970.2!            * +                       !!           0  .  .           !
 1970.3!           *+                         !!           .0 .  .           !
 1970.4!            +*                        !!           .  . 0.           !
 1971.1!            *+                        !!           0  .  .           !
 1971.2!          * +                         !!          0.  .  .           !
 1971.3!       *   +                          !!       0   .  .  .           !
 1971.4!       +   *                          !!           .  .  .  0        !
 1972.1!         * +                          !!         0 .  .  .           !
 1972.2!         +                            !!           .  .0 .           !
 1972.3!          +      *                    !!           .  .  .         0 !
 1972.4!                 +                    !!           .  0  .           !
 1973.1!               *  +                   !!        0  .  .  .           !
 1973.2!               +*                     !!           .  . 0.           !
 1973.3!               *+                     !!           0  .  .           !
 1973.4!          *    +                      !!     0     .  .  .           !
 1974.1!           +   *                      !!           .  .  .    0      !
 1974.2!              *+                      !!           .0 .  .           !
 1974.3!          *    +                      !!      0    .  .  .           !
 1974.4!           +*                         !!           .  .0 .           !
 1975.1!            +       *                 !!           .  .  .          0!
 1975.2!                    + *               !!           .  .  0           !
 1975.3!                    * +               !!           0  .  .           !
 1975.4!                    +*                !!           .  0  .           !
 1976.1!                     +                !!           .  0  .           !
 1976.2!                     +                !!           . 0.  .           !
 1976.3!                *    +                !!     0     .  .  .           !
 1976.4!               *+                     !!           .0 .  .           !
 1977.1!                + *                   !!           .  .  . 0         !
 1977.2!                *  +                  !!          0.  .  .           !
 1977.3!                 +                    !!           .  0  .           !
 1977.4!                 +*                   !!           .  . 0.           !
 1978.1!                  *+                  !!           . 0.  .           !
 1978.2!                  +                   !!           .  0  .           !
 1978.3!                   + *                !!           .  .  .0          !
 1978.4!                   * +                !!           0  .  .           !
 1979.1!                  *+                  !!           0  .  .           !
 1979.2!                  +*                  !!           .  . 0.           !
 1979.3!                    + *               !!           .  .  .0          !
 1979.4!                     *+               !!           .0 .  .           !
 1980.1!                     +  *             !!           .  .  .0          !
 1980.2!                        +             !!           .  0  .           !
 1980.3!                        +             !!           .  0  .           !
 1980.4!                       *+             !!           . 0.  .           !
 1981.1!                      * +             !!           0  .  .           !
 1981.2!                      +               !!           .  0  .           !
 1981.3!                      +               !!           . 0.  .           !
 1981.4!                      +               !!           .  0  .           !
 1982.1!                      +*              !!           .  .0 .           !
 1982.2!                       +              !!           . 0.  .           !
 1982.3!                      *+              !!           .0 .  .           !
 1982.4!                      +*              !!           .  . 0.           !
 1983.1!                       +*             !!           .  . 0.           !
 1983.2!                        +*            !!           .  0  .           !
 1983.3!                        *+            !!           . 0.  .           !
 1983.4!                        +             !!           .  0  .           !
 1984.1!                        *+            !!           .  0  .           !
 1984.2!                        + *           !!           .  . 0.           !
 1984.3!                         *+           !!           . 0.  .           !
 1984.4!                          +           !!           .  .0 .           !
 1985.1!                          +*          !!           .  .  0           !
 1985.2!                           +          !!           .0 .  .           !
 1985.3!                           +*         !!           .  . 0.           !
 1985.4!                         *  +         !!          0.  .  .           !
 1986.1!                         +*           !!           .  .0 .           !
 1986.2!                         *+           !!           . 0.  .           !
 1986.3!                         + *          !!           .  . 0.           !
 1986.4!                          *+          !!           .0 .  .           !
 1987.1!                          +*          !!           .  . 0.           !
 1987.2!                           +          !!           .  0  .           !
 1987.3!                           +          !!           .  .0 .           !
 1987.4!                           +          !!           .0 .  .           !
 1988.1!                           +          !!           .  .0 .           !
 1988.2!                           +*         !!           .  .0 .           !
 1988.3!                            +         !!           .  .0 .           !
 1988.4!                           *+         !!           .0 .  .           !
 1989.1!                           +*         !!           .  .  0           !
 1989.2!                            +*        !!           .  .0 .           !
 1989.3!                             +        !!           .  .0 .           !
 1989.4!                             +        !!           . 0.  .           !
 1990.1!                             +        !!           .  0  .           !
 1990.2!                             +        !!           . 0.  .           !
 1990.3!                             +        !!           .  .0 .           !
 1990.4!                            *+        !!           0  .  .           !
 1991.1!                            +         !!           .  .0 .           !
 1991.2!                            +*        !!           .  .0 .           !
 1991.3!                             +        !!           .  .0 .           !
 1991.4!                            *+        !!           .0 .  .           !
 1992.1!                             +*       !!           .  .  0           !
 1992.2!                             *+       !!           0  .  .           !
 1992.3!                             +        !!           .  0  .           !
 1992.4!                             +        !!           .  0  .           !
 1993.1!                             + *      !!           .  .  0           !
 1993.2!                               +      !!           .  .0 .           !
 1993.3!                               +      !!           . 0.  .           !
 1993.4!                               +      !!           .  .0 .           !
 1994.1!                               +      !!           .  0  .           !
 1994.2!                               +      !!           .  0  .           !
 1994.3!                               +      !!           .  0  .           !
 1994.4!                               +*     !!           .  .0 .           !
 1995.1!                               *+     !!           .0 .  .           !
 1995.2!                               +*     !!           .  .0 .           !
 1995.3!                                +*    !!           .  . 0.           !
 1995.4!                                +*    !!           .  0  .           !
 1996.1!                                *+    !!           . 0.  .           !
 1996.2!                                +     !!           .  .0 .           !
 1996.3!                                +*    !!           .  .0 .           !
 1996.4!                                 +    !!           .  0  .           !
 1997.1!                                *+    !!           . 0.  .           !
 1997.2!                                +     !!           . 0.  .           !
 1997.3!                                +*    !!           .  .0 .           !
 1997.4!                               * +    !!           0  .  .           !
 1998.1!                               +*     !!           .  . 0.           !
 1998.2!                                +*    !!           .  .0 .           !
 1998.3!                                 +*   !!           .  .  0           !
 1998.4!                                  +   !!           .  0  .           !
 1999.1!                                  +   !!           .  .0 .           !
 1999.2!                                  +*  !!           .  . 0.           !
 1999.3!                                   +* !!           .  . 0.           !
 1999.4!                                    + !!           .  0  .           !
 2000.1!                                    + !!           .  0  .           !
 2000.2!                                    +*!!           .  . 0.           !
 2000.3!                                    +*!!           .  0  .           !
 2000.4!                                    *+!!           . 0.  .           !
 2001.1!                                    + !!           .  0  .           !
 2001.2!                                    + !!           .  0  .           !
 2001.3!                                    + !!           .  0  .           !
 2001.4!                                   +* !!           .  .0 .           !
 2002.1!                                    + !!           .  .0 .           !
 2002.2!                                    +*!!           .  . 0.           !
 2002.3!                                    *+!!           .0 .  .           !
 2002.4!                                    + !!           . 0.  .           !
 2003.1!                                   +* !!           .  .0 .           !
 2003.2!                                    + !!           .  .0 .           !
 2003.3!                                    + *!           .  .  0           !
 2003.4!                                     +*!           .  .0 .           !
 2004.1!                                     *+!           . 0.  .           !
 2004.2!                                     +!!           . 0.  .           !
 2004.3!                                     +!!           .  .0 .           !
 2004.4!                                    *+!!           .0 .  .           !
 2005.1!                                    +*!!           .  . 0.           !
 2005.2!                                    +*!!           .  .0 .           !
 2005.3!                                     +!!           .  . 0.           !
 2005.4!                                  *  +!!        0  .  .  .           !
 2006.1!                                  + * !!           .  .  .0          !
 2006.2!                                    + !!           .  .0 .           !
 2006.3!                                   *+ !!           .0 .  .           !
 2006.4!                                  *+  !!           .0 .  .           !
 2007.1!                                  +   !!           .  .0 .           !
 2007.2!                                 *+   !!           .0 .  .           !
 2007.3!                                 + *  !!           .  .  0           !
 2007.4!                                 * +  !!           .0 .  .           !
 2008.1!                                 +*   !!           .  .0 .           !
 2008.2!                                 *+   !!           . 0.  .           !
 2008.3!                                 +*   !!           .  . 0.           !
 2008.4!                                 *+   !!           . 0.  .           !
 2009.1!                                 + *  !!           .  .  0           !
 2009.2!                                   +* !!           .  . 0.           !
 2009.3!                                   +  !!           . 0.  .           !
 2009.4!                                  *+  !!           .0 .  .           !
 2010.1!                                  +   !!           .  0  .           !
 2010.2!                                 *+   !!           . 0.  .           !
 2010.3!                                 +    !!           .  0  .           !
 2010.4!                                 +    !!           . 0.  .           !
 2011.1!                                 +*   !!           .  . 0.           !
 2011.2!                                  +   !!           .  0  .           !
 2011.3!                                  +   !!           .  0  .           !
 2011.4!                                  +   !!           . 0.  .           !
 2012.1!                                  +*  !!           .  . 0.           !
 2012.2!                                 * +  !!           0  .  .           !
 2012.3!                                 +*   !!           .  . 0.           !
 2012.4!                                 *+   !!           .0 .  .           !


     17.02 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOIT=POPX$Q/ITPMM;                                                     
 GENR LAAPOIT=LOG(AAPOIT+.00001);                                             
 GENR LAPOIT=LOG(APOIT+.00001);                                               
 LHS AAPOIT=EXP(LAAPOIT)-.00001;                                              
  EQ  362 LAAPOIT C LAPOIT(-1) PPOIT;                                         
EQUATION 509  LAAPOIT  
   RHS     C  LAPOIT(-1)  PPOIT  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  509 PLOT=0;END;                                                     

Equation number =  509
**********************

Dependent variable = LAAPOIT 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.816082891

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.694028350       0.178838899  -3.88075     1.000000
11936 LAPOIT  ( -1)       0.812201297       0.045489640  17.85464    -5.821448
11934 PPOIT   (  0)      -0.286501481       0.080611805  -3.55409     1.374747

SE of equation            =     0.147580601
Sum of squared residuals  =  4.02930625      -0.226973995E-10
Average absolute error    =     0.110147138
Sum of ABS residuals      =  20.7076620    
R squared                 =   0.90210
Durbin-Watson statistic   =   2.51154
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                +                     !!          .  0.   .          !
 1966.2!              *+                      !!          .   0   .          !
 1966.3!           * +                        !!          . 0 .   .          !
 1966.4!           +*                         !!          .   . 0 .          !
 1967.1!          *+                          !!          .  0.   .          !
 1967.2!       *  +                           !!         0.   .   .          !
 1967.3!       *+                             !!          .  0.   .          !
 1967.4!        +                             !!          .   0   .          !
 1968.1!   *    +                             !!       0  .   .   .          !
 1968.2!    + *                               !!          .   .  0.          !
 1968.3!    *  +                              !!          .0  .   .          !
 1968.4!      + *                             !!          .   .  0.          !
 1969.1!        +                             !!          .   0   .          !
 1969.2!       +                              !!          .  0.   .          !
 1969.3*       +                              !!    0     .   .   .          !
 1969.4!+    *                                !!          .   .   .0         !
 1970.1!     +*                               !!          .   .0  .          !
 1970.2!       +  *                           !!          .   .   0          !
 1970.3!      *   +                           !!        0 .   .   .          !
 1970.4!       + *                            !!          .   .  0.          !
 1971.1!         + *                          !!          .   . 0 .          !
 1971.2!         *  +                         !!          0   .   .          !
 1971.3!        *   +                         !!         0.   .   .          !
 1971.4!          +                           !!          .  0.   .          !
 1972.1!            +*                        !!          .   .0  .          !
 1972.2!             *+                       !!          .  0.   .          !
 1972.3!              *+                      !!          .  0.   .          !
 1972.4!               +                      !!          .   0   .          !
 1973.1!             *  +                     !!         0.   .   .          !
 1973.2!              + *                     !!          .   . 0 .          !
 1973.3!               * +                    !!          0   .   .          !
 1973.4!   *           +                      !0          .   .   .          !
 1974.1!  +          *                        !!          .   .   .          0
 1974.2!               +                      !!          .   0   .          !
 1974.3!         *     +                      !!       0  .   .   .          !
 1974.4!          +  *                        !!          .   .   0          !
 1975.1!              + *                     !!          .   . 0 .          !
 1975.2!           *    +                     !!       0  .   .   .          !
 1975.3!            +                         !!          .   .0  .          !
 1975.4!         *    +                       !!         0.   .   .          !
 1976.1!            + *                       !!          .   .  0.          !
 1976.2!          *    +                      !!        0 .   .   .          !
 1976.3!       *    +                         !!        0 .   .   .          !
 1976.4!     *    +                           !!        0 .   .   .          !
 1977.1!        +    *                        !!          .   .   . 0        !
 1977.2!        *     +                       !!      0   .   .   .          !
 1977.3!         *+                           !!          .0  .   .          !
 1977.4!           +*                         !!          .   . 0 .          !
 1978.1!              +       *               !!          .   .   .     0    !
 1978.2!                   *  +               !!          .0  .   .          !
 1978.3!                  * +                 !!          .0  .   .          !
 1978.4!                   +   *              !!          .   .   .0         !
 1979.1!                     * +              !!          .0  .   .          !
 1979.2!                     + *              !!          .   .  0.          !
 1979.3!                        +   *         !!          .   .   0          !
 1979.4!                          * +         !!          .0  .   .          !
 1980.1!                           +          !!          .   .0  .          !
 1980.2!                             + *      !!          .   .  0.          !
 1980.3!                           *   +      !!        0 .   .   .          !
 1980.4!                            +*        !!          .   . 0 .          !
 1981.1!                 *           +        !0          .   .   .          !
 1981.2!               *  +                   !!          0   .   .          !
 1981.3!              +                       !!          .  0.   .          !
 1981.4!               +                      !!          .   0   .          !
 1982.1!               *+                     !!          .   0   .          !
 1982.2!               +  *                   !!          .   .   0          !
 1982.3!                 *+                   !!          .  0.   .          !
 1982.4!                +    *                !!          .   .   . 0        !
 1983.1!                *  +                  !!         0.   .   .          !
 1983.2!               +    *                 !!          .   .   . 0        !
 1983.3!                 * +                  !!          .0  .   .          !
 1983.4!                +                     !!          .   0   .          !
 1984.1!               +   *                  !!          .   .   .0         !
 1984.2!                 *+                   !!          .  0.   .          !
 1984.3!                + *                   !!          .   .  0.          !
 1984.4!                 + *                  !!          .   .  0.          !
 1985.1!                 +                    !!          .   0   .          !
 1985.2!               +*                     !!          .   .0  .          !
 1985.3!                +*                    !!          .   . 0 .          !
 1985.4!                  + *                 !!          .   .   0          !
 1986.1!                   *+                 !!          . 0 .   .          !
 1986.2!                  +*                  !!          .   .0  .          !
 1986.3!                   +*                 !!          .   . 0 .          !
 1986.4!                     +   *            !!          .   .   .0         !
 1987.1!                        *+            !!          . 0 .   .          !
 1987.2!                         +            !!          .   0   .          !
 1987.3!                       * +            !!          . 0 .   .          !
 1987.4!                        +*            !!          .   .0  .          !
 1988.1!                         *+           !!          . 0 .   .          !
 1988.2!                         + *          !!          .   .  0.          !
 1988.3!                        *  +          !!          0   .   .          !
 1988.4!                        + *           !!          .   . 0 .          !
 1989.1!                          +*          !!          .   .0  .          !
 1989.2!                         *+           !!          . 0 .   .          !
 1989.3!                         +    *       !!          .   .   . 0        !
 1989.4!                          *   +       !!         0.   .   .          !
 1990.1!                          +    *      !!          .   .   . 0        !
 1990.2!                            * +       !!          . 0 .   .          !
 1990.3!                          *  +        !!          .0  .   .          !
 1990.4!                           +    *     !!          .   .   . 0        !
 1991.1!                               *+     !!          .  0.   .          !
 1991.2!                            * +       !!          .0  .   .          !
 1991.3!                         *  +         !!          .0  .   .          !
 1991.4!                          +  *        !!          .   .  0.          !
 1992.1!                             + *      !!          .   .  0.          !
 1992.2!                            *  +      !!          .0  .   .          !
 1992.3!                             +  *     !!          .   .   0          !
 1992.4!                             *  +     !!          .0  .   .          !
 1993.1!                      *      +        !!     0    .   .   .          !
 1993.2!                       +  *           !!          .   .  0.          !
 1993.3!                     *    +           !!        0 .   .   .          !
 1993.4!                      +      *        !!          .   .   .   0      !
 1994.1!                        *   +         !!         0.   .   .          !
 1994.2!                         + *          !!          .   .  0.          !
 1994.3!                            + *       !!          .   .  0.          !
 1994.4!                             *+       !!          .  0.   .          !
 1995.1!                             +*       !!          .   0   .          !
 1995.2!                              +       !!          .   .0  .          !
 1995.3!                           *  +       !!          0   .   .          !
 1995.4!                            +    *    !!          .   .   .  0       !
 1996.1!                                 +*   !!          .   .0  .          !
 1996.2!                                 + *  !!          .   .  0.          !
 1996.3!                                * +   !!          .0  .   .          !
 1996.4!                              * +     !!          .0  .   .          !
 1997.1!                             +  *     !!          .   .   0          !
 1997.2!                               +      !!          .   0   .          !
 1997.3!                              +       !!          .   .0  .          !
 1997.4!                              +*      !!          .   . 0 .          !
 1998.1!                              + *     !!          .   . 0 .          !
 1998.2!                               +*     !!          .   . 0 .          !
 1998.3!                              *+      !!          .  0.   .          !
 1998.4!                              +  *    !!          .   .  0.          !
 1999.1!                                +*    !!          .   .0  .          !
 1999.2!                               +  *   !!          .   .  0.          !
 1999.3!                             *  +     !!          0   .   .          !
 1999.4!                             + *      !!          .   .  0.          !
 2000.1!                              +       !!          .   .0  .          !
 2000.2!                          *  +        !!          0   .   .          !
 2000.3!                        * +           !!          . 0 .   .          !
 2000.4!                        + *           !!          .   .  0.          !
 2001.1!                          +  *        !!          .   .   0          !
 2001.2!                            + *       !!          .   .  0.          !
 2001.3!                             +*       !!          .   .0  .          !
 2001.4!                            +    *    !!          .   .   . 0        !
 2002.1!                               +      !!          .   0   .          !
 2002.2!                             +  *     !!          .   .  0.          !
 2002.3!                               +      !!          .   .0  .          !
 2002.4!                               +   *  !!          .   .   .0         !
 2003.1!                                  +   !!          .   0   .          !
 2003.2!                                 +*   !!          .   0   .          !
 2003.3!                                 +*   !!          .   . 0 .          !
 2003.4!                                  +  *!!          .   .   0          !
 2004.1!                                  * + !!          .0  .   .          !
 2004.2!                                *+    !!          .   0   .          !
 2004.3!                               *+     !!          .  0.   .          !
 2004.4!                                +     !!          .   0   .          !
 2005.1!                                +*    !!          .   . 0 .          !
 2005.2!                                 +*   !!          .   .0  .          !
 2005.3!                                 +    !!          .  0.   .          !
 2005.4!                                 +*   !!          .   . 0 .          !
 2006.1!                               *  +   !!          0   .   .          !
 2006.2!                               + *    !!          .   . 0 .          !
 2006.3!                                 +    !!          .   .0  .          !
 2006.4!                                 +    !!          .   0   .          !
 2007.1!                                 +    !!          .   0   .          !
 2007.2!                                 +*   !!          .   .0  .          !
 2007.3!                                 *+   !!          .  0.   .          !
 2007.4!                                  + * !!          .   .  0.          !
 2008.1!                                 *  + !!          .0  .   .          !
 2008.2!                                 *+   !!          .  0.   .          !
 2008.3!                              *  +    !!          0   .   .          !
 2008.4!                               +*     !!          .   .0  .          !
 2009.1!                                +     !!          .   0   .          !
 2009.2!                                +*    !!          .   . 0 .          !
 2009.3!                                *+    !!          . 0 .   .          !
 2009.4!                                + *   !!          .   . 0 .          !
 2010.1!                                 *+   !!          .  0.   .          !
 2010.2!                              *  +    !!         0.   .   .          !
 2010.3!                              +*      !!          .   0   .          !
 2010.4!                               + *    !!          .   . 0 .          !
 2011.1!                                 +    !!          .   0   .          !
 2011.2!                                 + *  !!          .   . 0 .          !
 2011.3!                                 * +  !!          . 0 .   .          !
 2011.4!                                 +    !!          .   0   .          !
 2012.1!                                 + *  !!          .   . 0 .          !
 2012.2!                                  +*  !!          .   0   .          !
 2012.3!                                  +   !!          .   0   .          !
 2012.4!                                  +   *!          .   .   . 0        !


     25.53 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPIT=SPPX$Q/ITPMM;                                                     
 GENR LAASPIT=LOG(AASPIT+.00001);                                             
 GENR LASPIT=LOG(ASPIT+.00001);                                               
 LHS AASPIT=EXP(LAASPIT)-.00001;                                              
  EQ  363 LAASPIT C LASPIT(-1) PSPIT;                                         
EQUATION 510  LAASPIT  
   RHS     C  LASPIT(-1)  PSPIT  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  510 PLOT=0;END;                                                     

Equation number =  510
**********************

Dependent variable = LAASPIT 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.779876983

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.105633476       0.058032378  -1.82025     1.000000
11939 LASPIT  ( -1)       0.900789393       0.036411668  24.73903    -3.795216
11937 PSPIT   (  0)      -0.188768563       0.090769099  -2.07966     1.353791

SE of equation            =     0.181686999
Sum of squared residuals  =  6.10688064      -0.434230429E-11
Average absolute error    =     0.119813957
Sum of ABS residuals      =  22.5250239    
R squared                 =   0.95841
Durbin-Watson statistic   =   2.58788
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     +  *                             !!          .   .   0          !
 1966.2!        +*                            !!          .   . 0 .          !
 1966.3!     *   +                            !!       0  .   .   .          !
 1966.4!   * +                                !!          . 0 .   .          !
 1967.1!    +    *                            !!          .   .   .    0     !
 1967.2!         +*                           !!          .   . 0 .          !
 1967.3!    *     +                           !!   0      .   .   .          !
 1967.4!     +                                !!          .   .0  .          !
 1968.1!*     +                               !!    0     .   .   .          !
 1968.2* +                                    !!          0   .   .          !
 1968.3!+  *                                  !!          .   .   0          !
 1968.4!   +  *                               !!          .   .   0          !
 1969.1!       +*                             !!          .   .   0          !
 1969.2!       * +                            !!          0   .   .          !
 1969.3!       + *                            !!          .   .  0.          !
 1969.4!         +  *                         !!          .   .   .0         !
 1970.1!       *    +                         !!      0   .   .   .          !
 1970.2!        +      *                      !!          .   .   .        0 !
 1970.3!               +                      !!          .   0   .          !
 1970.4!              *+                      !!          .  0.   .          !
 1971.1!              +  *                    !!          .   .   0          !
 1971.2!                  + *                 !!          .   .  0.          !
 1971.3!                  * +                 !!          0   .   .          !
 1971.4!                 *+                   !!          . 0 .   .          !
 1972.1!             *    +                   !!      0   .   .   .          !
 1972.2!            * +                       !!          0   .   .          !
 1972.3!            +   *                     !!          .   .   . 0        !
 1972.4!                +                     !!          .  0.   .          !
 1973.1!              *  +                    !!          0   .   .          !
 1973.2!              *+                      !!          .  0.   .          !
 1973.3!               +                      !!          .   0   .          !
 1973.4!      *        +                      !0          .   .   .          !
 1974.1!      +      *                        !!          .   .   .         0!
 1974.2!             *+                       !!          . 0 .   .          !
 1974.3!             +                        !!          .   0   .          !
 1974.4!             +    *                   !!          .   .   .    0     !
 1975.1!            *     +                   !!  0       .   .   .          !
 1975.2!            +                         !!          .  0.   .          !
 1975.3!           *+                         !!          . 0 .   .          !
 1975.4!             +                        !!          .   . 0 .          !
 1976.1!               +                      !!          .   .0  .          !
 1976.2!              * +                     !!          0   .   .          !
 1976.3!               *+                     !!          . 0 .   .          !
 1976.4!                +                     !!          .   0   .          !
 1977.1!                 + *                  !!          .   .  0.          !
 1977.2!                   +                  !!          .  0.   .          !
 1977.3!                 *  +                 !!         0.   .   .          !
 1977.4!                  + *                 !!          .   .  0.          !
 1978.1!                  * +                 !!          0   .   .          !
 1978.2!                   + *                !!          .   .  0.          !
 1978.3!                    * +               !!          . 0 .   .          !
 1978.4!                  *  +                !!        0 .   .   .          !
 1979.1!                   +  *               !!          .   .   . 0        !
 1979.2!                      +*              !!          .   .0  .          !
 1979.3!                       +*             !!          .   .0  .          !
 1979.4!                        +             !!          .  0.   .          !
 1980.1!                        +*            !!          .   .0  .          !
 1980.2!                          +*          !!          .   . 0 .          !
 1980.3!                        *  +          !!        0 .   .   .          !
 1980.4!                        +   *         !!          .   .   . 0        !
 1981.1!                      *     +         !!   0      .   .   .          !
 1981.2!                     * +              !!          .0  .   .          !
 1981.3!                      + *             !!          .   .  0.          !
 1981.4!                      * +             !!          0   .   .          !
 1982.1!                       +              !!          .   0   .          !
 1982.2!                      *+              !!          .0  .   .          !
 1982.3!                       +              !!          .   .0  .          !
 1982.4!                        +             !!          .   0   .          !
 1983.1!                       * +            !!          0   .   .          !
 1983.2!                       + *            !!          .   . 0 .          !
 1983.3!                        *+            !!          .0  .   .          !
 1983.4!                        *+            !!          .  0.   .          !
 1984.1!                         +            !!          .   .0  .          !
 1984.2!                          +*          !!          .   . 0 .          !
 1984.3!                          *+          !!          . 0 .   .          !
 1984.4!                          *+          !!          .  0.   .          !
 1985.1!                           +*         !!          .   . 0 .          !
 1985.2!                           *+         !!          .0  .   .          !
 1985.3!                           +          !!          .   0   .          !
 1985.4!                           *+         !!          .  0.   .          !
 1986.1!                          * +         !!          .0  .   .          !
 1986.2!                          +*          !!          .   .0  .          !
 1986.3!                           +*         !!          .   . 0 .          !
 1986.4!                             +        !!          .   .0  .          !
 1987.1!                            *+        !!          .0  .   .          !
 1987.2!                           *+         !!          .  0.   .          !
 1987.3!                            + *       !!          .   .  0.          !
 1987.4!                             *+       !!          .  0.   .          !
 1988.1!                             + *      !!          .   .  0.          !
 1988.2!                              *+      !!          . 0 .   .          !
 1988.3!                             *+       !!          .  0.   .          !
 1988.4!                             *+       !!          .  0.   .          !
 1989.1!                             +*       !!          .   . 0 .          !
 1989.2!                             *+       !!          . 0 .   .          !
 1989.3!                             +        !!          .   0   .          !
 1989.4!                             + *      !!          .   .   0          !
 1990.1!                               +      !!          .   .0  .          !
 1990.2!                               + *    !!          .   .  0.          !
 1990.3!                               *+     !!          . 0 .   .          !
 1990.4!                               +*     !!          .   .0  .          !
 1991.1!                               + *    !!          .   .  0.          !
 1991.2!                               *+     !!          . 0 .   .          !
 1991.3!                               + *    !!          .   .  0.          !
 1991.4!                                +     !!          .   0   .          !
 1992.1!                               *+     !!          . 0 .   .          !
 1992.2!                               +*     !!          .   .0  .          !
 1992.3!                                +*    !!          .   . 0 .          !
 1992.4!                                 +*   !!          .   . 0 .          !
 1993.1!                            *     +   !!   0      .   .   .          !
 1993.2!                            +      *  !!          .   .   .      0   !
 1993.3!                                  +  *!!          .   .   .0         !
 1993.4!                                    *+!!          . 0 .   .          !
 1994.1!                                    + !!          .   0   .          !
 1994.2!                                  *+  !!          . 0 .   .          !
 1994.3!                                  +*  !!          .   .0  .          !
 1994.4!                                   +  !!          .   .0  .          !
 1995.1!                                   +* !!          .   .0  .          !
 1995.2!                                  * + !!          .0  .   .          !
 1995.3!                                  +   !!          .   0   .          !
 1995.4!                                  +*  !!          .   . 0 .          !
 1996.1!                                   +* !!          .   . 0 .          !
 1996.2!                                   *+ !!          .   0   .          !
 1996.3!                                   +  !!          .   0   .          !
 1996.4!                                   +* !!          .   . 0 .          !
 1997.1!                                    +*!!          .   . 0 .          !
 1997.2!                                    +*!!          .   0   .          !
 1997.3!                                     +!!          .   0   .          !
 1997.4!                                    +*!!          .   . 0 .          !
 1998.1!                                    *+!!          .  0.   .          !
 1998.2!                                    + !!          .   .0  .          !
 1998.3!                                    + !!          .   .0  .          !
 1998.4!                                    + !!          .  0.   .          !
 1999.1!                                   +  !!          .   0   .          !
 1999.2!                                   +  !!          .  0.   .          !
 1999.3!                                   +  !!          .   .0  .          !
 1999.4!                                   +  !!          .   0   .          !
 2000.1!                                   +  !!          .   0   .          !
 2000.2!                                   +  !!          .  0.   .          !
 2000.3!                                   +  !!          .   .0  .          !
 2000.4!                                   +  !!          .  0.   .          !
 2001.1!                                   +  !!          .   .0  .          !
 2001.2!                                   +  !!          .   0   .          !
 2001.3!                                   +  !!          .   0   .          !
 2001.4!                                   +* !!          .   .0  .          !
 2002.1!                                    + !!          .   .0  .          !
 2002.2!                                   *+ !!          .  0.   .          !
 2002.3!                                   +* !!          .   .0  .          !
 2002.4!                                    +*!!          .   . 0 .          !
 2003.1!                                     +!!          .   0   .          !
 2003.2!                                     +!!          .   0   .          !
 2003.3!                                     +!!          .   .0  .          !
 2003.4!                                     +*!          .   .0  .          !
 2004.1!                                    *+!!          . 0 .   .          !
 2004.2!                                    + !!          .   0   .          !
 2004.3!                                    + !!          .   0   .          !
 2004.4!                                   *+ !!          .   0   .          !
 2005.1!                                  *+  !!          .  0.   .          !
 2005.2!                                  +*  !!          .   .0  .          !
 2005.3!                                   +  !!          .   .0  .          !
 2005.4!                                   +  !!          .   0   .          !
 2006.1!                                  *+  !!          . 0 .   .          !
 2006.2!                                  +*  !!          .   .0  .          !
 2006.3!                                   +  !!          .   .0  .          !
 2006.4!                                   +* !!          .   . 0 .          !
 2007.1!                                   +* !!          .   .0  .          !
 2007.2!                                   *+ !!          . 0 .   .          !
 2007.3!                                  + * !!          .   . 0 .          !
 2007.4!                                   +  !!          .   0   .          !
 2008.1!                                  *+  !!          .  0.   .          !
 2008.2!                                  +   !!          .   0   .          !
 2008.3!                                  +   !!          .   .0  .          !
 2008.4!                                  +   !!          .   0   .          !
 2009.1!                                  +   !!          .   0   .          !
 2009.2!                                  + * !!          .   .  0.          !
 2009.3!                                   +* !!          .   . 0 .          !
 2009.4!                                    +*!!          .   .0  .          !
 2010.1!                                    + !!          .  0.   .          !
 2010.2!                                    + !!          .   .0  .          !
 2010.3!                                    +*!!          .   .0  .          !
 2010.4!                                    + *!          .   . 0 .          !
 2011.1!                                    *+!!          . 0 .   .          !
 2011.2!                                    + !!          .  0.   .          !
 2011.3!                                    +*!!          .   . 0 .          !
 2011.4!                                     +!!          .   .0  .          !
 2012.1!                                    *+!!          .  0.   .          !
 2012.2!                                    + !!          .   0   .          !
 2012.3!                                    +*!!          .   . 0 .          !
 2012.4!                                     +*!          .   . 0 .          !


     17.55 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
@EQ   364 LAANZIT C LANZIT(-1) PNZIT;SMPL 1966.1 2012.4;OLS;EST  364 PLOT=0;EN
@@EQ  365 LAASAIT C LASAIT(-1) PSAIT;SMPL 1966.1 2012.4;OLS;EST  365 PLOT=0;EN
@@EQ  366 LAAVEIT C LAVEIT(-1) PVEIT;SMPL 1966.1 2012.4;OLS;EST  366 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCOIT=COPX$Q/ITPMM;                                                     
 GENR LAACOIT=LOG(AACOIT+.00001);                                             
 GENR LACOIT=LOG(ACOIT+.00001);                                               
 LHS AACOIT=EXP(LAACOIT)-.00001;                                              
  EQ  367 LAACOIT C LACOIT(-1) PCOIT;                                         
EQUATION 511  LAACOIT  
   RHS     C  LACOIT(-1)  PCOIT  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  511 PLOT=0;END;                                                     

Equation number =  511
**********************

Dependent variable = LAACOIT 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -7.032934491

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.930447844       0.501572375  -5.84252     1.000000
11942 LACOIT  ( -1)       0.565449043       0.071996455   7.85385    -7.037943
11940 PCOIT   (  0)      -0.086508139       0.055286112  -1.56474     1.420544

SE of equation            =     0.297050507
Sum of squared residuals  =  10.8533975       0.441895409E-10
Average absolute error    =     0.207494835
Sum of ABS residuals      =  26.1443492    
R squared                 =   0.36084
Durbin-Watson statistic   =   2.35775
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!       *+                             !!          .  0.   .          !
 1981.4!      *    +                          !!          .0  .   .          !
 1982.1!          +                       *   !!          .   .   .         0!
 1982.2!                         +        *   !!          .   .   .0         !
 1982.3!                         +  *         !!          .   . 0 .          !
 1982.4!           *          +               !!        0 .   .   .          !
 1983.1!             +                        *!          .   .   .          0
 1983.2!                            +*        !!          .   .0  .          !
 1983.3!          *            +              !!      0   .   .   .          !
 1983.4!           +              *           !!          .   .   .    0     !
 1984.1!            *        +                !!         0.   .   .          !
 1984.2!             +   *                    !!          .   .  0.          !
 1984.3!                +*                    !!          .   .0  .          !
 1984.4!               +              *       !!          .   .   .    0     !
 1985.1!              *       +               !!         0.   .   .          !
 1985.2!              +    *                  !!          .   .  0.          !
 1985.3!        *        +                    !!         0.   .   .          !
 1985.4!           + *                        !!          .   .0  .          !
 1986.1*             +                        !!      0   .   .   .          !
 1986.2!  *  +                                !!          . 0 .   .          !
 1986.3!    *  +                              !!          . 0 .   .          !
 1986.4!         + *                          !!          .   .0  .          !
 1987.1!    *         +                       !!        0 .   .   .          !
 1987.2!          +                           !!          .   0   .          !
 1987.3!         *   +                        !!          .0  .   .          !
 1987.4!*            +                        !!      0   .   .   .          !
 1988.1!    *   +                             !!          . 0 .   .          !
 1988.2!   *      +                           !!          0   .   .          !
 1988.3!    *    +                            !!          .0  .   .          !
 1988.4!          + *                         !!          .   .0  .          !
 1989.1!         *    +                       !!          .0  .   .          !
 1989.2!         *  +                         !!          . 0 .   .          !
 1989.3!       *     +                        !!          0   .   .          !
 1989.4!       *    +                         !!          .0  .   .          !
 1990.1!          * +                         !!          .  0.   .          !
 1990.2!          *   +                       !!          .0  .   .          !
 1990.3!      *       +                       !!          0   .   .          !
 1990.4!         *  +                         !!          . 0 .   .          !
 1991.1!     *        +                       !!         0.   .   .          !
 1991.2!           +   *                      !!          .   . 0 .          !
 1991.3!         *       +                    !!         0.   .   .          !
 1991.4!             +        *               !!          .   .   .0         !
 1992.1!                   * +                !!          .  0.   .          !
 1992.2!                   + *                !!          .   .0  .          !
 1992.3!                  *  +                !!          . 0 .   .          !
 1992.4!                   +   *              !!          .   . 0 .          !
 1993.1!                      +               !!          .   0   .          !
 1993.2!                     +                !!          .   0   .          !
 1993.3!                    +*                !!          .   0   .          !
 1993.4!                    + *               !!          .   .0  .          !
 1994.1!                     +      *         !!          .   .   0          !
 1994.2!                        +  *          !!          .   . 0 .          !
 1994.3!            *          +              !!       0  .   .   .          !
 1994.4!               +      *               !!          .   .   0          !
 1995.1!                 *   +                !!          . 0 .   .          !
 1995.2!                  + *                 !!          .   .0  .          !
 1995.3!                    +                 !!          .   0   .          !
 1995.4!                    +*                !!          .   .0  .          !
 1996.1!                     +  *             !!          .   . 0 .          !
 1996.2!                   *  +               !!          .  0.   .          !
 1996.3!                  *+                  !!          .  0.   .          !
 1996.4!               *  +                   !!          . 0 .   .          !
 1997.1!                +  *                  !!          .   .0  .          !
 1997.2!                 *+                   !!          .  0.   .          !
 1997.3!                *+                    !!          .  0.   .          !
 1997.4!                 + *                  !!          .   .0  .          !
 1998.1!                   +                  !!          .   0   .          !
 1998.2!                   + *                !!          .   . 0 .          !
 1998.3!                    +  *              !!          .   .0  .          !
 1998.4!                   * +                !!          .  0.   .          !
 1999.1!                   +  *               !!          .   .0  .          !
 1999.2!                    +*                !!          .   0   .          !
 1999.3!                  * +                 !!          .  0.   .          !
 1999.4!                *  +                  !!          . 0 .   .          !
 2000.1!            *    +                    !!          .0  .   .          !
 2000.2!               +   *                  !!          .   .  0.          !
 2000.3!                  *+                  !!          .  0.   .          !
 2000.4!                  +                   !!          .   0   .          !
 2001.1!                 *+                   !!          .  0.   .          !
 2001.2!                  + *                 !!          .   .0  .          !
 2001.3!               *    +                 !!          .0  .   .          !
 2001.4!                 + *                  !!          .   .0  .          !
 2002.1!                 * +                  !!          .  0.   .          !
 2002.2!                  + *                 !!          .   .0  .          !
 2002.3!                    +                 !!          .   0   .          !
 2002.4!                    + *               !!          .   . 0 .          !
 2003.1!                     +  *             !!          .   . 0 .          !
 2003.2!                      + *             !!          .   .0  .          !
 2003.3!                   *  +               !!          . 0 .   .          !
 2003.4!                   +      *           !!          .   .   0          !
 2004.1!                        +*            !!          .   .0  .          !
 2004.2!                       + *            !!          .   .0  .          !
 2004.3!                    *  +              !!          . 0 .   .          !
 2004.4!                    +     *           !!          .   .   0          !
 2005.1!                       +   *          !!          .   . 0 .          !
 2005.2!                        +    *        !!          .   .  0.          !
 2005.3!                        *+            !!          .  0.   .          !
 2005.4!                      +               !!          .   0   .          !
 2006.1!                     + *              !!          .   .0  .          !
 2006.2!                     + *              !!          .   .0  .          !
 2006.3!                     +                !!          .   0   .          !
 2006.4!                    +      *          !!          .   .   0          !
 2007.1!                       +              !!          .   0   .          !
 2007.2!                     +          *     !!          .   .   . 0        !
 2007.3!                    *     +           !!          0   .   .          !
 2007.4!                   +                  !!          .   0   .          !
 2008.1!                  *+                  !!          .  0.   .          !
 2008.2!             *    +                   !!          .0  .   .          !
 2008.3!           *    +                     !!          .0  .   .          !
 2008.4!            * +                       !!          .  0.   .          !
 2009.1!               +    *                 !!          .   .  0.          !
 2009.2!                   +    *             !!          .   .  0.          !
 2009.3!                     +                !!          .   0   .          !
 2009.4!                    +                 !!          .   0   .          !
 2010.1!                  *+                  !!          .  0.   .          !
 2010.2!                  + *                 !!          .   .0  .          !
 2010.3!                 * +                  !!          .  0.   .          !
 2010.4!                  +     *             !!          .   .   0          !
 2011.1!                     +*               !!          .   0   .          !
 2011.2!                    + *               !!          .   .0  .          !
 2011.3!                     +            *   !!          .   .   .   0      !
 2011.4!                      *    +          !!          .0  .   .          !
 2012.1!                     +*               !!          .   .0  .          !
 2012.2!                    +*                !!          .   0   .          !
 2012.3!             *      +                 !!          0   .   .          !
 2012.4!               + *                    !!          .   .0  .          !


     23.81 percent of the residuals exceed 1 SE
      6.35 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJOIT=JOPX$Q/ITPMM;                                                     
 GENR LAAJOIT=LOG(AAJOIT+.00001);                                             
 GENR LAJOIT=LOG(AJOIT+.00001);                                               
 LHS AAJOIT=EXP(LAAJOIT)-.00001;                                              
  EQ  368 LAAJOIT C LAJOIT(-1) PJOIT;                                         
EQUATION 512  LAAJOIT  
   RHS     C  LAJOIT(-1)  PJOIT  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  512 PLOT=0;END;                                                     

Equation number =  512
**********************

Dependent variable = LAAJOIT 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -9.302157853

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.798103788       0.710800712  -5.34342     1.000000
11945 LAJOIT  ( -1)       0.589414060       0.071868932   8.20124    -9.311007
11943 PJOIT   (  0)      -0.012946115       0.184727388  -0.07008     1.237099

SE of equation            =     0.539685375
Sum of squared residuals  =  35.8250174      -0.250990340E-10
Average absolute error    =     0.416957222
Sum of ABS residuals      =  52.5366100    
R squared                 =   0.35352
Durbin-Watson statistic   =   2.20310
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!           +  *                       !!         .    .  0 .         !
 1981.4!  *             +                     !!   0     .    .    .         !
 1982.1!  *     +                             !!         0    .    .         !
 1982.2!         +    *                       !!         .    .   0.         !
 1982.3!           *   +                      !!         .0   .    .         !
 1982.4!              +         *             !!         .    .    .  0      !
 1983.1!                     +            *   !!         .    .    .    0    !
 1983.2!                *          +          !!      0  .    .    .         !
 1983.3!                 +  *                 !!         .    . 0  .         !
 1983.4!                   +         *        !!         .    .    . 0       !
 1984.1!                        +        *    !!         .    .    .0        !
 1984.2!                     *     +          !!         .0   .    .         !
 1984.3!                    +  *              !!         .    .  0 .         !
 1984.4!                     +     *          !!         .    .   0.         !
 1985.1!        *              +              !!   0     .    .    .         !
 1985.2!            + *                       !!         .    .0   .         !
 1985.3!                +          *          !!         .    .    .   0     !
 1985.4!                       +  *           !!         .    . 0  .         !
 1986.1!                       +  *           !!         .    .  0 .         !
 1986.2!           *           +              !!     0   .    .    .         !
 1986.3!              +                   *   !!         .    .    .         0
 1986.4!                           +       *  !!         .    .    .0        !
 1987.1!                            + *       !!         .    .0   .         !
 1987.2!                         +         *  !!         .    .    . 0       !
 1987.3!                    *       +         !!        0.    .    .         !
 1987.4!                   +                  *!         .    .    .        0!
 1988.1!                              +    *  !!         .    .   0.         !
 1988.2!                            +*        !!         .    0    .         !
 1988.3!                        +   *         !!         .    .  0 .         !
 1988.4!                        +            *!!         .    .    .   0     !
 1989.1!                     *       +        !!        0.    .    .         !
 1989.2!                    +   *             !!         .    .  0 .         !
 1989.3!                     +*               !!         .    0    .         !
 1989.4!                    +          *      !!         .    .    .  0      !
 1990.1!                      *   +           !!         . 0  .    .         !
 1990.2!               *    +                 !!         .0   .    .         !
 1990.3*                +                     !! 0       .    .    .         !
 1990.4!  *    +                              !!         . 0  .    .         !
 1991.1!         +    *                       !!         .    .   0.         !
 1991.2!         *      +                     !!         0    .    .         !
 1991.3!        *    +                        !!         .0   .    .         !
 1991.4!            +*                        !!         .    0    .         !
 1992.1!             * +                      !!         .  0 .    .         !
 1992.2!               +                      !!         .    0    .         !
 1992.3!           *    +                     !!         .0   .    .         !
 1992.4!     *        +                       !!       0 .    .    .         !
 1993.1!          +           *               !!         .    .    .   0     !
 1993.2!              *     +                 !!         0    .    .         !
 1993.3!            *   +                     !!         . 0  .    .         !
 1993.4!              +     *                 !!         .    .    0         !
 1994.1!             *     +                  !!         0    .    .         !
 1994.2!             * +                      !!         .  0 .    .         !
 1994.3!             * +                      !!         .   0.    .         !
 1994.4!               +          *           !!         .    .    .  0      !
 1995.1!                       + *            !!         .    . 0  .         !
 1995.2!                    * +               !!         .  0 .    .         !
 1995.3!                 * +                  !!         .   0.    .         !
 1995.4!                  +       *           !!         .    .    .0        !
 1996.1!                       +    *         !!         .    .   0.         !
 1996.2!                        +             !!         .    0    .         !
 1996.3!                     + *              !!         .    .0   .         !
 1996.4!                 *   +                !!         . 0  .    .         !
 1997.1!                 +        *           !!         .    .    . 0       !
 1997.2!                  *    +              !!         . 0  .    .         !
 1997.3!               *  +                   !!         .  0 .    .         !
 1997.4!                + *                   !!         .    . 0  .         !
 1998.1!                  +   *               !!         .    .  0 .         !
 1998.2!                    +                 !!         .    0    .         !
 1998.3!                  *+                  !!         .   0.    .         !
 1998.4!                  +   *               !!         .    .  0 .         !
 1999.1!                    +*                !!         .    0    .         !
 1999.2!                    +*                !!         .    .0   .         !
 1999.3!               *   +                  !!         . 0  .    .         !
 1999.4!                +  *                  !!         .    . 0  .         !
 2000.1!           *      +                   !!        0.    .    .         !
 2000.2!        *     +                       !!         .0   .    .         !
 2000.3!      *     +                         !!         0    .    .         !
 2000.4!        *  +                          !!         .  0 .    .         !
 2001.1!            +    *                    !!         .    .   0.         !
 2001.2!        *         +                   !!       0 .    .    .         !
 2001.3!      *     +                         !!         0    .    .         !
 2001.4!    *      +                          !!         0    .    .         !
 2002.1!          +   *                       !!         .    .  0 .         !
 2002.2!    *          +                      !!     0   .    .    .         !
 2002.3!       *  +                           !!         .  0 .    .         !
 2002.4!          *+                          !!         .   0.    .         !
 2003.1!         *   +                        !!         . 0  .    .         !
 2003.2!         *   +                        !!         . 0  .    .         !
 2003.3!            *+                        !!         .   0.    .         !
 2003.4!              +*                      !!         .    .0   .         !
 2004.1!               *+                     !!         .   0.    .         !
 2004.2!                +      *              !!         .    .    0         !
 2004.3!             *       +                !!        0.    .    .         !
 2004.4!            *  +                      !!         .  0 .    .         !
 2005.1!              +    *                  !!         .    .  0 .         !
 2005.2!               *  +                   !!         . 0  .    .         !
 2005.3!            *   +                     !!         . 0  .    .         !
 2005.4!               +*                     !!         .    .0   .         !
 2006.1!               * +                    !!         .  0 .    .         !
 2006.2!                +  *                  !!         .    . 0  .         !
 2006.3!           *      +                   !!        0.    .    .         !
 2006.4!              +    *                  !!         .    .   0.         !
 2007.1!                 *+                   !!         .   0.    .         !
 2007.2!             *   +                    !!         . 0  .    .         !
 2007.3!            *  +                      !!         .  0 .    .         !
 2007.4!               + *                    !!         .    .0   .         !
 2008.1!                 +                    !!         .    0    .         !
 2008.2!              *  +                    !!         . 0  .    .         !
 2008.3!               +                      !!         .    0    .         !
 2008.4!              * +                     !!         .   0.    .         !
 2009.1!                +                     !!         .    .0   .         !
 2009.2!                 +   *                !!         .    .  0 .         !
 2009.3!                 * +                  !!         .  0 .    .         !
 2009.4!                  +  *                !!         .    . 0  .         !
 2010.1!                    +  *              !!         .    .  0 .         !
 2010.2!                   * +                !!         .   0.    .         !
 2010.3!                   +   *              !!         .    .  0 .         !
 2010.4!                     +                !!         .    0    .         !
 2011.1!                    +    *            !!         .    .   0.         !
 2011.2!                      +               !!         .    0    .         !
 2011.3!                   *+                 !!         .   0.    .         !
 2011.4!               *   +                  !!         .  0 .    .         !
 2012.1!                +   *                 !!         .    .  0 .         !
 2012.2!              *    +                  !!         .0   .    .         !
 2012.3!                + *                   !!         .    . 0  .         !
 2012.4!                  +*                  !!         .    .0   .         !


     23.81 percent of the residuals exceed 1 SE
      3.97 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSYIT=SYPX$Q/ITPMM;                                                     
 GENR LAASYIT=LOG(AASYIT+.00001);                                             
 GENR LASYIT=LOG(ASYIT+.00001);                                               
 LHS AASYIT=EXP(LAASYIT)-.00001;                                              
  EQ  369 LAASYIT C LASYIT(-1) PSYIT;                                         
EQUATION 513  LAASYIT  
   RHS     C  LASYIT(-1)  PSYIT  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  513 PLOT=0;END;                                                     

Equation number =  513
**********************

Dependent variable = LAASYIT 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.397498330

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.262056688       0.281487265  -4.48353     1.000000
11948 LASYIT  ( -1)       0.778199737       0.048741168  15.96596    -6.392020
11946 PSYIT   (  0)      -0.051453109       0.021858360  -2.35393     3.132428

SE of equation            =     0.581440099
Sum of squared residuals  =  62.5434290       0.264677169E-11
Average absolute error    =     0.419061087
Sum of ABS residuals      =  78.7834844    
R squared                 =   0.70831
Durbin-Watson statistic   =   2.18964
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!            *     +                   !!       0   .  .  .           !
 1966.2!              +*                      !!           .  .0 .           !
 1966.3!              *  +                    !!          0.  .  .           !
 1966.4!            *   +                     !!          0.  .  .           !
 1967.1!               +      *               !!           .  .  .    0      !
 1967.2!                      *+              !!           .  0  .           !
 1967.3!                     *+               !!           .0 .  .           !
 1967.4!                     +                !!           . 0.  .           !
 1968.1!                    *+                !!           .0 .  .           !
 1968.2!                    +*                !!           .  .0 .           !
 1968.3!                    *+                !!           . 0.  .           !
 1968.4!                    *+                !!           . 0.  .           !
 1969.1!                    +                 !!           .  0  .           !
 1969.2!                   *+                 !!           .0 .  .           !
 1969.3!                   + *                !!           .  . 0.           !
 1969.4!                    *+                !!           . 0.  .           !
 1970.1!                   * +                !!           .0 .  .           !
 1970.2!                 *  +                 !!           0  .  .           !
 1970.3!                  +                   !!           .  0  .           !
 1970.4!                  *+                  !!           .0 .  .           !
 1971.1!                  *+                  !!           . 0.  .           !
 1971.2!                   +                  !!           .  0  .           !
 1971.3!                    +*                !!           .  . 0.           !
 1971.4!                   *  +               !!           0  .  .           !
 1972.1!                    +                 !!           .  0  .           !
 1972.2!                   *+                 !!           .0 .  .           !
 1972.3!                   + *                !!           .  .0 .           !
 1972.4!                   * +                !!           .0 .  .           !
 1973.1!                    +*                !!           .  .0 .           !
 1973.2!                   * +                !!           .0 .  .           !
 1973.3!                 *  +                 !!           0  .  .           !
 1973.4!           *      +                   !!       0   .  .  .           !
 1974.1!            + *                       !!           .  . 0.           !
 1974.2!           *   +                      !!          0.  .  .           !
 1974.3*             +                        !0           .  .  .           !
 1974.4!   +      *                           !!           .  .  .   0       !
 1975.1!             +      *                 !!           .  .  .    0      !
 1975.2!                    +*                !!           .  .0 .           !
 1975.3!                     +  *             !!           .  .  0           !
 1975.4!                       + *            !!           .  .0 .           !
 1976.1!                     *  +             !!          0.  .  .           !
 1976.2!                   * +                !!           . 0.  .           !
 1976.3!                    + *               !!           .  . 0.           !
 1976.4!                     +                !!           .  0  .           !
 1977.1!                   * +                !!           .0 .  .           !
 1977.2!                   +                  !!           .  0  .           !
 1977.3!                    +*                !!           .  . 0.           !
 1977.4!                   * +                !!           .0 .  .           !
 1978.1!                *  +                  !!          0.  .  .           !
 1978.2!                *+                    !!           . 0.  .           !
 1978.3!               * +                    !!           .0 .  .           !
 1978.4!                + *                   !!           .  . 0.           !
 1979.1!                   + *                !!           .  .  0           !
 1979.2!                     + *              !!           .  . 0.           !
 1979.3!                      +  *            !!           .  .  0           !
 1979.4!                      * +             !!           .0 .  .           !
 1980.1!                      +   *           !!           .  .  . 0         !
 1980.2!                         +            !!           .  .0 .           !
 1980.3!                        +   *         !!           .  .  .0          !
 1980.4!                           +*         !!           .  . 0.           !
 1981.1!                       *  +           !!          0.  .  .           !
 1981.2!                      +  *            !!           .  .  0           !
 1981.3!                       +*             !!           .  . 0.           !
 1981.4!                       +  *           !!           .  .  0           !
 1982.1!                    *   +             !!         0 .  .  .           !
 1982.2!                   +   *              !!           .  .  .0          !
 1982.3!                    * +               !!           0  .  .           !
 1982.4!                    +      *          !!           .  .  .    0      !
 1983.1!                     *   +            !!          0.  .  .           !
 1983.2!                    *+                !!           .  0  .           !
 1983.3!                  * +                 !!           .0 .  .           !
 1983.4!                  + *                 !!           .  . 0.           !
 1984.1!                    +*                !!           .  . 0.           !
 1984.2!                    *+                !!           . 0.  .           !
 1984.3!                    +  *              !!           .  .  0           !
 1984.4!                *     +               !!        0  .  .  .           !
 1985.1!                +     *               !!           .  .  .   0       !
 1985.2!                     +*               !!           .  .0 .           !
 1985.3!                     + *              !!           .  . 0.           !
 1985.4!                     *+               !!           . 0.  .           !
 1986.1!                   * +                !!           .0 .  .           !
 1986.2!              *     +                 !!        0  .  .  .           !
 1986.3!                + *                   !!           .  . 0.           !
 1986.4!              *    +                  !!         0 .  .  .           !
 1987.1!                + *                   !!           .  .0 .           !
 1987.2!                   +   *              !!           .  .  . 0         !
 1987.3!                       +              !!           .  0  .           !
 1987.4!                       +              !!           . 0.  .           !
 1988.1!                        + *           !!           .  .  0           !
 1988.2!                        * +           !!           .0 .  .           !
 1988.3!                         + *          !!           .  .  0           !
 1988.4!                       *   +          !!         0 .  .  .           !
 1989.1!                        +  *          !!           .  .  0           !
 1989.2!                          + *         !!           .  .0 .           !
 1989.3!                           +*         !!           .  0  .           !
 1989.4!                         * +          !!           .0 .  .           !
 1990.1!                         +  *         !!           .  . 0.           !
 1990.2!                        *  +          !!           0  .  .           !
 1990.3!                         +    *       !!           .  .  .  0        !
 1990.4!                             +        !!           .  0  .           !
 1991.1!                             +        !!           .  0  .           !
 1991.2!                          * +         !!           .0 .  .           !
 1991.3!                          + *         !!           .  . 0.           !
 1991.4!                            + *       !!           .  .  0           !
 1992.1!                             +        !!           .  0  .           !
 1992.2!                             + *      !!           .  .  0           !
 1992.3!                              + *     !!           .  . 0.           !
 1992.4!                               + *    !!           .  .  0           !
 1993.1!                                +     !!           .  0  .           !
 1993.2!                               +*     !!           .  . 0.           !
 1993.3!                               +      !!           .  0  .           !
 1993.4!                              +*      !!           .  .0 .           !
 1994.1!                              +       !!           .  0  .           !
 1994.2!                             +*       !!           .  .0 .           !
 1994.3!                             +  *     !!           .  .  0           !
 1994.4!                               +      !!           .  0  .           !
 1995.1!                             *+       !!           . 0.  .           !
 1995.2!                            +*        !!           .  0  .           !
 1995.3!                            +*        !!           .  . 0.           !
 1995.4!                             +        !!           .  0  .           !
 1996.1!                            +*        !!           .  .0 .           !
 1996.2!                            +*        !!           .  .0 .           !
 1996.3!                            + *       !!           .  . 0.           !
 1996.4!                             +  *     !!           .  .  0           !
 1997.1!                              +*      !!           .  0  .           !
 1997.2!                            * +       !!           . 0.  .           !
 1997.3!                            + *       !!           .  . 0.           !
 1997.4!                            *+        !!           . 0.  .           !
 1998.1!                            +*        !!           .  .0 .           !
 1998.2!                          * +         !!           0  .  .           !
 1998.3!                          +*          !!           .  .0 .           !
 1998.4!                         * +          !!           .0 .  .           !
 1999.1!                         +*           !!           .  .0 .           !
 1999.2!                          +*          !!           .  .0 .           !
 1999.3!                           +  *       !!           .  .  0           !
 1999.4!                             +*       !!           .  .0 .           !
 2000.1!                         *   +        !!         0 .  .  .           !
 2000.2!                         + *          !!           .  .  0           !
 2000.3!                        *  +          !!           0  .  .           !
 2000.4!                        +*            !!           .  .0 .           !
 2001.1!                         + *          !!           .  . 0.           !
 2001.2!                           + *        !!           .  . 0.           !
 2001.3!                            +*        !!           .  0  .           !
 2001.4!                           *+         !!           . 0.  .           !
 2002.1!                           +          !!           .  0  .           !
 2002.2!                           + *        !!           .  .  0           !
 2002.3!                            +*        !!           .  0  .           !
 2002.4!                          * +         !!           .0 .  .           !
 2003.1!                          +*          !!           .  .0 .           !
 2003.2!                         * +          !!           .0 .  .           !
 2003.3!                         +            !!           .  0  .           !
 2003.4!                         + *          !!           .  . 0.           !
 2004.1!                           +      *   !!           .  .  .    0      !
 2004.2!                                +*    !!           .  .0 .           !
 2004.3!                               +      *!           .  .  .   0       !
 2004.4!                                   +* !!           .  .0 .           !
 2005.1!                         *        +   !!    0      .  .  .           !
 2005.2!                         + *          !!           .  . 0.           !
 2005.3!                           +*         !!           .  .0 .           !
 2005.4!                          * +         !!           . 0.  .           !
 2006.1!                          +*          !!           .  0  .           !
 2006.2!                           +          !!           .  .0 .           !
 2006.3!                         * +          !!           .0 .  .           !
 2006.4!                      *   +           !!          0.  .  .           !
 2007.1!                       +              !!           .  .0 .           !
 2007.2!                        +   *         !!           .  .  .0          !
 2007.3!                          * +         !!           . 0.  .           !
 2007.4!                          +  *        !!           .  .  0           !
 2008.1!                             +        !!           .  0  .           !
 2008.2!                          * +         !!           .0 .  .           !
 2008.3!                       *  +           !!           0  .  .           !
 2008.4!                        +  *          !!           .  .  0           !
 2009.1!                        *  +          !!           0  .  .           !
 2009.2!                       *+             !!           . 0.  .           !
 2009.3!                        +             !!           .  0  .           !
 2009.4!                        *+            !!           .  0  .           !
 2010.1!                         +  *         !!           .  .  0           !
 2010.2!                           +          !!           . 0.  .           !
 2010.3!                           + *        !!           .  . 0.           !
 2010.4!                            + *       !!           .  . 0.           !
 2011.1!                             +        !!           .  0  .           !
 2011.2!                           * +        !!           .0 .  .           !
 2011.3!                           +  *       !!           .  .  0           !
 2011.4!                *            +        !!0          .  .  .           !
 2012.1!               *  +                   !!          0.  .  .           !
 2012.2!             *   +                    !!         0 .  .  .           !
 2012.3!             *  +                     !!           0  .  .           !
 2012.4!            *   +                     !!         0 .  .  .           !


     19.68 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDIT=IDPX$Q/ITPMM;                                                     
 GENR LAAIDIT=LOG(AAIDIT+.00001);                                             
 GENR LAIDIT=LOG(AIDIT+.00001);                                               
 LHS AAIDIT=EXP(LAAIDIT)-.00001;                                              
  EQ  370 LAAIDIT C LAIDIT(-1) PIDIT;                                         
EQUATION 514  LAAIDIT  
   RHS     C  LAIDIT(-1)  PIDIT  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  514 PLOT=0;END;                                                     

Equation number =  514
**********************

Dependent variable = LAAIDIT 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.639773570

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.410829763       0.146033440  -2.81326     1.000000
11951 LAIDIT  ( -1)       0.898976422       0.032170020  27.94454    -5.649152
11949 PIDIT   (  0)      -0.104783386       0.051155124  -2.04835     1.436197

SE of equation            =     0.198572729
Sum of squared residuals  =  7.29475883       0.375308673E-10
Average absolute error    =     0.133183449
Sum of ABS residuals      =  25.0384885    
R squared                 =   0.88902
Durbin-Watson statistic   =   2.75254
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!   +*                                 !!          .   0   .          !
 1966.2! *  +                                 !!          .0  .   .          !
 1966.3! + *                                  !!          .   . 0 .          !
 1966.4!    +                                 !!          .   0   .          !
 1967.1!    +            *                    !!          .   .   .         0!
 1967.2!                +                     !!          .   0   .          !
 1967.3!             * +                      !!          . 0 .   .          !
 1967.4!             +   *                    !!          .   .   .0         !
 1968.1!                +  *                  !!          .   . 0 .          !
 1968.2!                  +   *               !!          .   .   .0         !
 1968.3!                     +*               !!          .   .0  .          !
 1968.4!                    + *               !!          .   . 0 .          !
 1969.1!                *    +                !!         0.   .   .          !
 1969.2!               +*                     !!          .   .0  .          !
 1969.3!        *      +                      !!       0  .   .   .          !
 1969.4!        +          *                  !!          .   .   .       0  !
 1970.1!    *             +                   !0          .   .   .          !
 1970.2!    +   *                             !!          .   .   0          !
 1970.3!      * +                             !!          . 0 .   .          !
 1970.4! *     +                              !!        0 .   .   .          !
 1971.1!  +    *                              !!          .   .   .0         !
 1971.2!     * +                              !!          .0  .   .          !
 1971.3!      +                               !!          .   .0  .          !
 1971.4!     *  +                             !!          . 0 .   .          !
 1972.1*      +                               !!       0  .   .   .          !
 1972.2*+                                     !!          .  0.   .          !
 1972.3!*+                                    !!          .  0.   .          !
 1972.4!  +      *                            !!          .   .   .   0      !
 1973.1!          +  *                        !!          .   .  0.          !
 1973.2!      *      +                        !!       0  .   .   .          !
 1973.3!       +    *                         !!          .   .   .0         !
 1973.4!*           +                         !! 0        .   .   .          !
 1974.1!+            *                        !!          .   .   .        0 !
 1974.2!*            +                        !! 0        .   .   .          !
 1974.3* +                                    !!          . 0 .   .          !
 1974.4! +*                                   !!          .   .0  .          !
 1975.1!   +*                                 !!          .   .0  .          !
 1975.2!  *  +                                !!          .0  .   .          !
 1975.3!    + *                               !!          .   . 0 .          !
 1975.4!       +      *                       !!          .   .   .  0       !
 1976.1!               +                      !!          .   0   .          !
 1976.2!               + *                    !!          .   . 0 .          !
 1976.3!         *       +                    !!      0   .   .   .          !
 1976.4!          + *                         !!          .   . 0 .          !
 1977.1!            *+                        !!          .  0.   .          !
 1977.2!            +*                        !!          .   0   .          !
 1977.3!      *      +                        !!       0  .   .   .          !
 1977.4!      +*                              !!          .   0   .          !
 1978.1!        +*                            !!          .   .0  .          !
 1978.2!          +                           !!          .   .0  .          !
 1978.3!           +                          !!          .   .0  .          !
 1978.4!            + *                       !!          .   . 0 .          !
 1979.1!               +                      !!          .   0   .          !
 1979.2!                +   *                 !!          .   .   .0         !
 1979.3!                  *  +                !!          .0  .   .          !
 1979.4!                   + *                !!          .   . 0 .          !
 1980.1!                  *  +                !!          0   .   .          !
 1980.2!               *  +                   !!          0   .   .          !
 1980.3!           *    +                     !!         0.   .   .          !
 1980.4!            +*                        !!          .   .0  .          !
 1981.1!         *    +                       !!         0.   .   .          !
 1981.2!         *+                           !!          . 0 .   .          !
 1981.3!   *      +                           !!       0  .   .   .          !
 1981.4!     +   *                            !!          .   .   0          !
 1982.1!       *   +                          !!          0   .   .          !
 1982.2!        + *                           !!          .   .  0.          !
 1982.3!       *   +                          !!          0   .   .          !
 1982.4!    *   +                             !!          0   .   .          !
 1983.1!    * +                               !!          . 0 .   .          !
 1983.2!     +     *                          !!          .   .   . 0        !
 1983.3!        *   +                         !!          0   .   .          !
 1983.4!         +*                           !!          .   .0  .          !
 1984.1!          + *                         !!          .   . 0 .          !
 1984.2!     *      +                         !!      0   .   .   .          !
 1984.3!      +    *                          !!          .   .   .0         !
 1984.4!         * +                          !!          .0  .   .          !
 1985.1!       *  +                           !!          .0  .   .          !
 1985.2!      * +                             !!          . 0 .   .          !
 1985.3!   *   +                              !!          0   .   .          !
 1985.4!     +  *                             !!          .   .   0          !
 1986.1!        *+                            !!          .  0.   .          !
 1986.2!       * +                            !!          . 0 .   .          !
 1986.3!       * +                            !!          . 0 .   .          !
 1986.4!         +*                           !!          .   .0  .          !
 1987.1!           +    *                     !!          .   .   .0         !
 1987.2!                 +*                   !!          .   .0  .          !
 1987.3!                * +                   !!          .0  .   .          !
 1987.4!                 +                    !!          .   .0  .          !
 1988.1!                * +                   !!          . 0 .   .          !
 1988.2!             *   +                    !!          0   .   .          !
 1988.3!              +*                      !!          .   .0  .          !
 1988.4!                +                     !!          .   0   .          !
 1989.1!              * +                     !!          . 0 .   .          !
 1989.2!              *+                      !!          .  0.   .          !
 1989.3!             * +                      !!          . 0 .   .          !
 1989.4!              + *                     !!          .   . 0 .          !
 1990.1!                *+                    !!          .  0.   .          !
 1990.2!          *      +                    !!       0  .   .   .          !
 1990.3!            +    *                    !!          .   .   . 0        !
 1990.4!                  +                   !!          .  0.   .          !
 1991.1!                 *+                   !!          .  0.   .          !
 1991.2!                  +*                  !!          .   .0  .          !
 1991.3!                   +                  !!          .  0.   .          !
 1991.4!                  *+                  !!          .  0.   .          !
 1992.1!                   +                  !!          .   0   .          !
 1992.2!                    +*                !!          .   .0  .          !
 1992.3!                    *+                !!          . 0 .   .          !
 1992.4!                    +  *              !!          .   .  0.          !
 1993.1!                       +              !!          .   0   .          !
 1993.2!                      * +             !!          .  0.   .          !
 1993.3!                     * +              !!          . 0 .   .          !
 1993.4!                     +*               !!          .   0   .          !
 1994.1!                      +*              !!          .   .0  .          !
 1994.2!                       + *            !!          .   . 0 .          !
 1994.3!                         + *          !!          .   . 0 .          !
 1994.4!                           +          !!          .   0   .          !
 1995.1!                          *+          !!          .  0.   .          !
 1995.2!                           +*         !!          .   . 0 .          !
 1995.3!                            +*        !!          .   .0  .          !
 1995.4!                             +  *     !!          .   .  0.          !
 1996.1!                             *  +     !!          .0  .   .          !
 1996.2!                             +*       !!          .   .0  .          !
 1996.3!                            * +       !!          . 0 .   .          !
 1996.4!                            +         !!          .   0   .          !
 1997.1!                          * +         !!          . 0 .   .          !
 1997.2!                          +           !!          .   0   .          !
 1997.3!                        * +           !!          . 0 .   .          !
 1997.4!                        +*            !!          .   .0  .          !
 1998.1!                         + *          !!          .   .  0.          !
 1998.2!                           +*         !!          .   0   .          !
 1998.3!                          * +         !!          .  0.   .          !
 1998.4!                           +*         !!          .   .0  .          !
 1999.1!                            +         !!          .   0   .          !
 1999.2!                           *+         !!          .  0.   .          !
 1999.3!                           +          !!          .   0   .          !
 1999.4!                           + *        !!          .   . 0 .          !
 2000.1!                            *+        !!          .  0.   .          !
 2000.2!                            +         !!          .   .0  .          !
 2000.3!                            +         !!          .   0   .          !
 2000.4!                            +*        !!          .   .0  .          !
 2001.1!                            *+        !!          .  0.   .          !
 2001.2!                            + *       !!          .   . 0 .          !
 2001.3!                             *+       !!          .  0.   .          !
 2001.4!                             +*       !!          .   .0  .          !
 2002.1!                             +        !!          .   0   .          !
 2002.2!                             +*       !!          .   .0  .          !
 2002.3!                              +       !!          .   0   .          !
 2002.4!                              +*      !!          .   .0  .          !
 2003.1!                               +      !!          .   0   .          !
 2003.2!                               +      !!          .   .0  .          !
 2003.3!                              *+      !!          .  0.   .          !
 2003.4!                              +       !!          .  0.   .          !
 2004.1!                             +        !!          .   0   .          !
 2004.2!                             +*       !!          .   .0  .          !
 2004.3!                              +*      !!          .   .0  .          !
 2004.4!                              +  *    !!          .   .  0.          !
 2005.1!                                 +  * !!          .   .  0.          !
 2005.2!                                *  +  !!          .0  .   .          !
 2005.3!                              *+      !!          .  0.   .          !
 2005.4!                              +*      !!          .   .0  .          !
 2006.1!                              + *     !!          .   . 0 .          !
 2006.2!                                +     !!          .   0   .          !
 2006.3!                               + *    !!          .   . 0 .          !
 2006.4!                                +   * !!          .   .   0          !
 2007.1!                                 * +  !!          . 0 .   .          !
 2007.2!                                 +*   !!          .   .0  .          !
 2007.3!                                 +    !!          .   0   .          !
 2007.4!                                +  *  !!          .   . 0 .          !
 2008.1!                               * +    !!          . 0 .   .          !
 2008.2!                              +  *    !!          .   .  0.          !
 2008.3!                                +*    !!          .   .0  .          !
 2008.4!                                 + *  !!          .   .  0.          !
 2009.1!                                  +*  !!          .   .0  .          !
 2009.2!                                  +   !!          .   .0  .          !
 2009.3!                                 *+   !!          .  0.   .          !
 2009.4!                                +   * !!          .   .   0          !
 2010.1!                                 *+   !!          .  0.   .          !
 2010.2!                                +*    !!          .   0   .          !
 2010.3!                                +     !!          .   .0  .          !
 2010.4!                               +      *!          .   .   .  0       !
 2011.1!                                  * + !!          . 0 .   .          !
 2011.2!                                + *   !!          .   . 0 .          !
 2011.3!                                *+    !!          .   0   .          !
 2011.4!                               + *    !!          .   . 0 .          !
 2012.1!                                +*    !!          .   .0  .          !
 2012.2!                               +*     !!          .   .0  .          !
 2012.3!                                +   * !!          .   .   0          !
 2012.4!                                  +*  !!          .   .0  .          !


     21.28 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAIT=MAPX$Q/ITPMM;                                                     
 GENR LAAMAIT=LOG(AAMAIT+.00001);                                             
 GENR LAMAIT=LOG(AMAIT+.00001);                                               
 LHS AAMAIT=EXP(LAAMAIT)-.00001;                                              
  EQ  371 LAAMAIT C LAMAIT(-1) PMAIT;                                         
EQUATION 515  LAAMAIT  
   RHS     C  LAMAIT(-1)  PMAIT  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST  515 PLOT=0;END;                                                     

Equation number =  515
**********************

Dependent variable = LAAMAIT 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -6.167493820

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.091757354       0.227733722  -4.79401     1.000000
11954 LAMAIT  ( -1)       0.797222042       0.040101432  19.88014    -6.169825
11952 PMAIT   (  0)      -0.108943213       0.025699951  -4.23904     1.441268

SE of equation            =     0.138941469
Sum of squared residuals  =  3.45554700      -0.750768336E-10
Average absolute error    =     0.105679279
Sum of ABS residuals      =  19.2336287    
R squared                 =   0.81488
Durbin-Watson statistic   =   2.36909
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3!                     +  *             !!         .    .    0         !
 1967.4!                      +  *            !!         .    .   0.         !
 1968.1!                       +    *         !!         .    .    . 0       !
 1968.2!                         + *          !!         .    . 0  .         !
 1968.3!                         +   *        !!         .    .    .0        !
 1968.4!                           +    *     !!         .    .    .0        !
 1969.1!                             + *      !!         .    .  0 .         !
 1969.2!                           *+         !!         .   0.    .         !
 1969.3!                         +  *         !!         .    .    0         !
 1969.4!                          +   *       !!         .    .    .0        !
 1970.1!                          +  *        !!         .    .  0 .         !
 1970.2!                         +            !!         .   0.    .         !
 1970.3!                      +  *            !!         .    .   0.         !
 1970.4!                       +  *           !!         .    .    0         !
 1971.1!                        +   *         !!         .    .    .0        !
 1971.2!                          +           !!         .   0.    .         !
 1971.3!                         +*           !!         .    .0   .         !
 1971.4!                       *+             !!         .   0.    .         !
 1972.1!                       +              !!         .    .0   .         !
 1972.2!                       +   *          !!         .    .   0.         !
 1972.3!                          +  *        !!         .    .   0.         !
 1972.4!                           + *        !!         .    . 0  .         !
 1973.1!                           +          !!         .   0.    .         !
 1973.2!                        *+            !!         .  0 .    .         !
 1973.3!                    *  +              !!         . 0  .    .         !
 1973.4!             *     +                  !!      0  .    .    .         !
 1974.1!         +    *                       !!         .    .    . 0       !
 1974.2!            +                         !!         .    0    .         !
 1974.3!          *+                          !!         .   0.    .         !
 1974.4!         +*                           !!         .    . 0  .         !
 1975.1!     *   +                            !!        0.    .    .         !
 1975.2!     *+                               !!         .  0 .    .         !
 1975.3!       +        *                     !!         .    .    .       0 !
 1975.4!            *   +                     !!        0.    .    .         !
 1976.1!             +          *             !!         .    .    .         0
 1976.2!                       +*             !!         .    .0   .         !
 1976.3!                      +               !!         .    0    .         !
 1976.4!                 *   +                !!         0    .    .         !
 1977.1!             *  +                     !!         0    .    .         !
 1977.2!             +*                       !!         .    . 0  .         !
 1977.3!   *         +                        !! 0       .    .    .         !
 1977.4!     +        *                       !!         .    .    .      0  !
 1978.1!              +*                      !!         .    .0   .         !
 1978.2!           *  +                       !!         0    .    .         !
 1978.3!           +    *                     !!         .    .    .0        !
 1978.4!               +*                     !!         .    .0   .         !
 1979.1!                +                     !!         .    .0   .         !
 1979.2!                +   *                 !!         .    .    .0        !
 1979.3!                  +*                  !!         .    .0   .         !
 1979.4!                   +                  !!         .    0    .         !
 1980.1!                  +   *               !!         .    .    .0        !
 1980.2!                     +*               !!         .    0    .         !
 1980.3!                  *  +                !!         .0   .    .         !
 1980.4!              *   +                   !!        0.    .    .         !
 1981.1!        *      +                      !!      0  .    .    .         !
 1981.2! *       +                            !!  0      .    .    .         !
 1981.3*   +                                  !!         0    .    .         !
 1981.4!  +                                   !!         .    0    .         !
 1982.1!    +                                 !!         .   0.    .         !
 1982.2!  *   +                               !!         .0   .    .         !
 1982.3!  *  +                                !!         . 0  .    .         !
 1982.4!*   +                                 !!        0.    .    .         !
 1983.1!   +                                  !!         .   0.    .         !
 1983.2!     +          *                     !!         .    .    .        0!
 1983.3!            *   +                     !!        0.    .    .         !
 1983.4!        *  +                          !!         0    .    .         !
 1984.1!   *    +                             !!       0 .    .    .         !
 1984.2!   + *                                !!         .    . 0  .         !
 1984.3!      +                               !!         .    .0   .         !
 1984.4!       + *                            !!         .    . 0  .         !
 1985.1!  *      +                            !!    0    .    .    .         !
 1985.2!  *+                                  !!         .  0 .    .         !
 1985.3!    + *                               !!         .    . 0  .         !
 1985.4!   *    +                             !!       0 .    .    .         !
 1986.1!       +  *                           !!         .    .  0 .         !
 1986.2!          *  +                        !!         .0   .    .         !
 1986.3!             + *                      !!         .    .  0 .         !
 1986.4!               *  +                   !!         .0   .    .         !
 1987.1!               * +                    !!         . 0  .    .         !
 1987.2!                *+                    !!         .  0 .    .         !
 1987.3!               *  +                   !!         .0   .    .         !
 1987.4!              *  +                    !!         0    .    .         !
 1988.1!                +   *                 !!         .    .    0         !
 1988.2!                  *  +                !!         0    .    .         !
 1988.3!                  *+                  !!         .   0.    .         !
 1988.4!                   *+                 !!         .   0.    .         !
 1989.1!                     +*               !!         .    . 0  .         !
 1989.2!                  *    +              !!       0 .    .    .         !
 1989.3!                    +      *          !!         .    .    .   0     !
 1989.4!                  *        +          !! 0       .    .    .         !
 1990.1!                    +                 !!         .    0    .         !
 1990.2!                     *+               !!         .  0 .    .         !
 1990.3!                       +    *         !!         .    .    .  0      !
 1990.4!                 *          +         !0         .    .    .         !
 1991.1!                    +    *            !!         .    .    . 0       !
 1991.2!                          +           !!         .    .0   .         !
 1991.3!                           +*         !!         .    . 0  .         !
 1991.4!                            *+        !!         .   0.    .         !
 1992.1!                        *   +         !!         0    .    .         !
 1992.2!                         +  *         !!         .    .   0.         !
 1992.3!                             +        !!         .    0    .         !
 1992.4!                             +        !!         .    0    .         !
 1993.1!                            +*        !!         .    0    .         !
 1993.2!                            +*        !!         .    .0   .         !
 1993.3!                             + *      !!         .    .   0.         !
 1993.4!                               +      !!         .    .0   .         !
 1994.1!                               +      !!         .    0    .         !
 1994.2!                              + *     !!         .    . 0  .         !
 1994.3!                               + *    !!         .    .  0 .         !
 1994.4!                               +*     !!         .    .0   .         !
 1995.1!                             * +      !!         .  0 .    .         !
 1995.2!                            +    *    !!         .    .    . 0       !
 1995.3!                                + *   !!         .    .  0 .         !
 1995.4!                              * +     !!         .0   .    .         !
 1996.1!                             +        *!         .    .    .      0  !
 1996.2!                                    + !!         .    0    .         !
 1996.3!                                  +*  !!         .    . 0  .         !
 1996.4!                              *  +    !!         0    .    .         !
 1997.1!                            *+        !!         .   0.    .         !
 1997.2!                          *+          !!         .  0 .    .         !
 1997.3!                          +  *        !!         .    .   0.         !
 1997.4!                          * +         !!         . 0  .    .         !
 1998.1!                          +           !!         .    0    .         !
 1998.2!                          +  *        !!         .    .   0.         !
 1998.3!                             +   *    !!         .    .    .0        !
 1998.4!                              * +     !!         .  0 .    .         !
 1999.1!                         *   +        !!        0.    .    .         !
 1999.2!                         +            !!         .    0    .         !
 1999.3!                         + *          !!         .    . 0  .         !
 1999.4!                          *+          !!         .   0.    .         !
 2000.1!                        * +           !!         . 0  .    .         !
 2000.2!                        +*            !!         .    . 0  .         !
 2000.3!                         +            !!         .    0    .         !
 2000.4!                  *      +            !!    0    .    .    .         !
 2001.1!                   + *                !!         .    . 0  .         !
 2001.2!                    *+                !!         .  0 .    .         !
 2001.3!                  *  +                !!         .0   .    .         !
 2001.4!              *    +                  !!        0.    .    .         !
 2002.1!                + *                   !!         .    . 0  .         !
 2002.2!               *   +                  !!         0    .    .         !
 2002.3!                *+                    !!         .   0.    .         !
 2002.4!                  +  *                !!         .    .    0         !
 2003.1!                      +               !!         .    .0   .         !
 2003.2!                       +   *          !!         .    .    .0        !
 2003.3!                     *     +          !!      0  .    .    .         !
 2003.4!                   *  +               !!         .0   .    .         !
 2004.1!                    +        *        !!         .    .    .     0   !
 2004.2!                        *   +         !!        0.    .    .         !
 2004.3!                        +*            !!         .    .0   .         !
 2004.4!                      *   +           !!         0    .    .         !
 2005.1!                      *+              !!         .  0 .    .         !
 2005.2!                      *+              !!         .   0.    .         !
 2005.3!                       +              !!         .    .0   .         !
 2005.4!                      * +             !!         . 0  .    .         !
 2006.1!                       +*             !!         .    . 0  .         !
 2006.2!                         +    *       !!         .    .    . 0       !
 2006.3!                              +       !!         .    0    .         !
 2006.4!                             +        !!         .   0.    .         !
 2007.1!                          *  +        !!         .0   .    .         !
 2007.2!                          +     *     !!         .    .    . 0       !
 2007.3!                              *+      !!         .   0.    .         !
 2007.4!                              +       !!         .   0.    .         !
 2008.1!                         *    +       !!       0 .    .    .         !
 2008.2!                         *+           !!         .   0.    .         !
 2008.3!                          +           !!         .    0    .         !
 2008.4!                    *      +          !!    0    .    .    .         !
 2009.1!                     +   *            !!         .    .    .0        !
 2009.2!                        * +           !!         . 0  .    .         !
 2009.3!                         +  *         !!         .    .    0         !
 2009.4!                        *    +        !!       0 .    .    .         !
 2010.1!                         +  *         !!         .    .    0         !
 2010.2!                            +         !!         .   0.    .         !
 2010.3!                            +  *      !!         .    .    0         !
 2010.4!                               + *    !!         .    . 0  .         !
 2011.1!                                +     *!         .    .    .  0      !
 2011.2!                           *        + !!  0      .    .    .         !
 2011.3!                            + *       !!         .    .  0 .         !
 2011.4!                              +*      !!         .    .0   .         !
 2012.1!                            * +       !!         .0   .    .         !
 2012.2!                            +         !!         .    0    .         !
 2012.3!                         *  +         !!         0    .    .         !
 2012.4!                         +        *   !!         .    .    .      0  !


     29.12 percent of the residuals exceed 1 SE
      6.59 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPAIT=PAPX$Q/ITPMM;                                                     
 GENR LAAPAIT=LOG(AAPAIT+.00001);                                             
 GENR LAPAIT=LOG(APAIT+.00001);                                               
 LHS AAPAIT=EXP(LAAPAIT)-.00001;                                              
  EQ  372 LAAPAIT C LAPAIT(-1) PPAIT;                                         
EQUATION 516  LAAPAIT  
   RHS     C  LAPAIT(-1)  PPAIT  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  516 PLOT=0;END;                                                     

Equation number =  516
**********************

Dependent variable = LAAPAIT 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -6.843205999

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.069627081       0.354139507  -5.84410     1.000000
11957 LAPAIT  ( -1)       0.653053494       0.058283344  11.20480    -6.841850
11955 PPAIT   (  0)      -0.201977328       0.046938308  -4.30304     1.512470

SE of equation            =     0.169919497
Sum of squared residuals  =  4.59074905      -0.813678014E-10
Average absolute error    =     0.123887085
Sum of ABS residuals      =  20.0697078    
R squared                 =   0.71382
Durbin-Watson statistic   =   2.23139
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!                        +*            !!          .   .0  .          !
 1972.4!                *       +             !!      0   .   .   .          !
 1973.1!                  +           *       !!          .   .   .       0  !
 1973.2!                     *   +            !!         0.   .   .          !
 1973.3!     *            +                   !! 0        .   .   .          !
 1973.4!      +   *                           !!          .   .   0          !
 1974.1!    +*                                !!          .   . 0 .          !
 1974.2!        +            *                !!          .   .   .        0 !
 1974.3!   *              +                   !0          .   .   .          !
 1974.4!       +*                             !!          .   .0  .          !
 1975.1!          * +                         !!          . 0 .   .          !
 1975.2!        *    +                        !!         0.   .   .          !
 1975.3!           +       *                  !!          .   .   .   0      !
 1975.4!               *   +                  !!          0   .   .          !
 1976.1!                 +    *               !!          .   .   0          !
 1976.2!                    *+                !!          .   0   .          !
 1976.3!               *   +                  !!          0   .   .          !
 1976.4!               +   *                  !!          .   .  0.          !
 1977.1!            *    +                    !!         0.   .   .          !
 1977.2*             +                        !!0         .   .   .          !
 1977.3!    +                                 !!          .  0.   .          !
 1977.4!*       +                             !!      0   .   .   .          !
 1978.1!     +       *                        !!          .   .   .  0       !
 1978.2!              +  *                    !!          .   .  0.          !
 1978.3!           *    +                     !!         0.   .   .          !
 1978.4!            +                         !!          .   0   .          !
 1979.1!             +  *                     !!          .   .  0.          !
 1979.2!                + *                   !!          .   .  0.          !
 1979.3!                   +                  !!          .   0   .          !
 1979.4!                 * +                  !!          . 0 .   .          !
 1980.1!                  +     *             !!          .   .   . 0        !
 1980.2!               *        +             !!      0   .   .   .          !
 1980.3!                * +                   !!          . 0 .   .          !
 1980.4!             *    +                   !!        0 .   .   .          !
 1981.1!            *   +                     !!          .0  .   .          !
 1981.2!         *   +                        !!          0   .   .          !
 1981.3!        *+                            !!          .  0.   .          !
 1981.4!          +      *                    !!          .   .   .  0       !
 1982.1!              *  +                    !!          .0  .   .          !
 1982.2!               +                      !!          .   0   .          !
 1982.3!               +                      !!          .   0   .          !
 1982.4!               +*                     !!          .   0   .          !
 1983.1!                +   *                 !!          .   .   0          !
 1983.2!                 * +                  !!          .  0.   .          !
 1983.3!                 +*                   !!          .   .0  .          !
 1983.4!                 +    *               !!          .   .   0          !
 1984.1!              *    +                  !!         0.   .   .          !
 1984.2!              +      *                !!          .   .   . 0        !
 1984.3!                  +  *                !!          .   .  0.          !
 1984.4!                   +     *            !!          .   .   . 0        !
 1985.1!                   *  +               !!          0   .   .          !
 1985.2!                  +                   !!          .   0   .          !
 1985.3!                  +      *            !!          .   .   . 0        !
 1985.4!                       +              !!          .   0   .          !
 1986.1!                      +  *            !!          .   .   0          !
 1986.2!                       +  *           !!          .   .   0          !
 1986.3!                       +    *         !!          .   .   .0         !
 1986.4!                         +*           !!          .   .0  .          !
 1987.1!                        +         *   !!          .   .   .     0    !
 1987.2!                              +    *  !!          .   .   . 0        !
 1987.3!                               +  *   !!          .   .  0.          !
 1987.4!                              + *     !!          .   . 0 .          !
 1988.1!                            +         *!          .   .   .     0    !
 1988.2!                                 +*   !!          .   .0  .          !
 1988.3!                              +  *    !!          .   .  0.          !
 1988.4!                           *  +       !!          0   .   .          !
 1989.1!                          + *         !!          .   . 0 .          !
 1989.2!                           +   *      !!          .   .   0          !
 1989.3!                            *+        !!          .  0.   .          !
 1989.4!                           +*         !!          .   .0  .          !
 1990.1!                           +   *      !!          .   .   0          !
 1990.2!                             +*       !!          .   .0  .          !
 1990.3!                            +  *      !!          .   . 0 .          !
 1990.4!                           *  +       !!          .0  .   .          !
 1991.1!                           + *        !!          .   .0  .          !
 1991.2!                           +          !!          .   0   .          !
 1991.3!                        *  +          !!          .0  .   .          !
 1991.4!                         +            !!          .   0   .          !
 1992.1!                          +  *        !!          .   .  0.          !
 1992.2!                             +        !!          .   .0  .          !
 1992.3!                           * +        !!          . 0 .   .          !
 1992.4!                          *+          !!          .  0.   .          !
 1993.1!                      *    +          !!          0   .   .          !
 1993.2!                        +             !!          .   0   .          !
 1993.3!                         +   *        !!          .   .   0          !
 1993.4!                         *  +         !!          .0  .   .          !
 1994.1!                          + *         !!          .   .  0.          !
 1994.2!                            +         !!          .   0   .          !
 1994.3!                           +  *       !!          .   .  0.          !
 1994.4!                          *  +        !!          . 0 .   .          !
 1995.1!                       * +            !!          . 0 .   .          !
 1995.2!                        +*            !!          .   . 0 .          !
 1995.3!                      *  +            !!          .0  .   .          !
 1995.4!                   *   +              !!          0   .   .          !
 1996.1!                     +   *            !!          .   .   0          !
 1996.2!                         +    *       !!          .   .   .0         !
 1996.3!                       *    +         !!         0.   .   .          !
 1996.4!                         +*           !!          .   .0  .          !
 1997.1!                         +*           !!          .   0   .          !
 1997.2!                      *  +            !!          .0  .   .          !
 1997.3!                    * +               !!          . 0 .   .          !
 1997.4!                   * +                !!          . 0 .   .          !
 1998.1!                 *  +                 !!          .0  .   .          !
 1998.2!                *  +                  !!          . 0 .   .          !
 1998.3!                  +*                  !!          .   .0  .          !
 1998.4!                 *  +                 !!          0   .   .          !
 1999.1!                *  +                  !!          .0  .   .          !
 1999.2!                * +                   !!          .  0.   .          !
 1999.3!                 * +                  !!          . 0 .   .          !
 1999.4!                *   +                 !!          .0  .   .          !
 2000.1!              *    +                  !!         0.   .   .          !
 2000.2!                  +                   !!          .   0   .          !
 2000.3!                 *  +                 !!          .0  .   .          !
 2000.4!              *    +                  !!         0.   .   .          !
 2001.1!                  +                   !!          .   .0  .          !
 2001.2!                    +*                !!          .   .0  .          !
 2001.3!                      *+              !!          .   0   .          !
 2001.4!                     * +              !!          . 0 .   .          !
 2002.1!                      +               !!          .  0.   .          !
 2002.2!                       +              !!          .   0   .          !
 2002.3!                        + *           !!          .   . 0 .          !
 2002.4!                        *  +          !!          .0  .   .          !
 2003.1!                         +    *       !!          .   .   .0         !
 2003.2!                            *+        !!          .  0.   .          !
 2003.3!                            +   *     !!          .   .   0          !
 2003.4!                           *  +       !!          .0  .   .          !
 2004.1!                           +  *       !!          .   .  0.          !
 2004.2!                             + *      !!          .   .  0.          !
 2004.3!                              +   *   !!          .   .   0          !
 2004.4!                                +*    !!          .   0   .          !
 2005.1!                               +      *!          .   .   . 0        !
 2005.2!                                   +  !!          .   0   .          !
 2005.3!                                 +    !!          .   .0  .          !
 2005.4!                               *+     !!          .  0.   .          !
 2006.1!                              +       !!          .   0   .          !
 2006.2!                          *  +        !!          0   .   .          !
 2006.3!                           +          !!          .   0   .          !
 2006.4!                          * +         !!          . 0 .   .          !
 2007.1!                           +  *       !!          .   .  0.          !
 2007.2!                            * +       !!          .  0.   .          !
 2007.3!                             +        !!          .   0   .          !
 2007.4!                            *+        !!          .  0.   .          !
 2008.1!                             +        !!          .   0   .          !
 2008.2!                             +*       !!          .   .0  .          !
 2008.3!                             *+       !!          .   0   .          !
 2008.4!                             +        !!          .   0   .          !
 2009.1!                            + *       !!          .   . 0 .          !
 2009.2!                              +  *    !!          .   .  0.          !
 2009.3!                                +     !!          .   0   .          !
 2009.4!                               + *    !!          .   . 0 .          !
 2010.1!                               +*     !!          .   0   .          !
 2010.2!                            * +       !!          . 0 .   .          !
 2010.3!                         *  +         !!          . 0 .   .          !
 2010.4!                         *+           !!          .  0.   .          !
 2011.1!                          +     *     !!          .   .   . 0        !
 2011.2!                              +*      !!          .   .0  .          !
 2011.3!                            *+        !!          . 0 .   .          !
 2011.4!                       *   +          !!          0   .   .          !
 2012.1!                       *+             !!          .   0   .          !
 2012.2!                    *   +             !!          0   .   .          !
 2012.3!                      + *             !!          .   .  0.          !
 2012.4!                    *    +            !!         0.   .   .          !


     26.54 percent of the residuals exceed 1 SE
      4.32 percent of the residuals exceed 2 SE
@EQ   373 LAAPHIT C LAPHIT(-1) PPHIT;SMPL 1966.1 2012.4;OLS;EST  373 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHIT=THPX$Q/ITPMM;                                                     
 GENR LAATHIT=LOG(AATHIT+.00001);                                             
 GENR LATHIT=LOG(ATHIT+.00001);                                               
 LHS AATHIT=EXP(LAATHIT)-.00001;                                              
  EQ  374 LAATHIT C LATHIT(-1) PTHIT;                                         
EQUATION 517  LAATHIT  
   RHS     C  LATHIT(-1)  PTHIT  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  517 PLOT=0;END;                                                     

Equation number =  517
**********************

Dependent variable = LAATHIT 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.290450893

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.717413328       0.190491245  -3.76612     1.000000
11960 LATHIT  ( -1)       0.818672362       0.041753454  19.60730    -6.294025
11958 PTHIT   (  0)      -0.301509019       0.091702810  -3.28789     1.393967

SE of equation            =     0.272704290
Sum of squared residuals  =  13.7580115      -0.284128276E-10
Average absolute error    =     0.176816301
Sum of ABS residuals      =  33.2414647    
R squared                 =   0.85293
Durbin-Watson statistic   =   2.34284
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                         +            !!           .  .0 .           !
 1966.2!                   *    +             !!         0 .  .  .           !
 1966.3!                   +                  !!           .  0  .           !
 1966.4!                   +     *            !!           .  .  .   0       !
 1967.1!                       +   *          !!           .  .  .0          !
 1967.2!                         + *          !!           .  .0 .           !
 1967.3!                         +            !!           .  0  .           !
 1967.4!                        +    *        !!           .  .  . 0         !
 1968.1!             *             +          !0           .  .  .           !
 1968.2!               +*                     !!           .  . 0.           !
 1968.3!                 +*                   !!           .  .0 .           !
 1968.4!                  + *                 !!           .  . 0.           !
 1969.1!                    +                 !!           .  0  .           !
 1969.2!                   +*                 !!           .  .0 .           !
 1969.3!                    +                 !!           .  .0 .           !
 1969.4!                    +                 !!           .  0  .           !
 1970.1!                    +                 !!           .  0  .           !
 1970.2!                   * +                !!           .0 .  .           !
 1970.3!                  * +                 !!           .0 .  .           !
 1970.4!                 * +                  !!           .0 .  .           !
 1971.1!                  +       *           !!           .  .  .     0     !
 1971.2!                          *+          !!           . 0.  .           !
 1971.3!                       *  +           !!          0.  .  .           !
 1971.4!                       *+             !!           . 0.  .           !
 1972.1!                        + *           !!           .  .  0           !
 1972.2!                       *   +          !!         0 .  .  .           !
 1972.3!                       *+             !!           . 0.  .           !
 1972.4!                     *  +             !!           0  .  .           !
 1973.1!             *        +               !!    0      .  .  .           !
 1973.2!              *+                      !!           . 0.  .           !
 1973.3!          *     +                     !!       0   .  .  .           !
 1973.4!          +      *                    !!           .  .  .   0       !
 1974.1!             +       *                !!           .  .  .    0      !
 1974.2!                 * +                  !!           0  .  .           !
 1974.3!               *+                     !!           .0 .  .           !
 1974.4!        *      +                      !!      0    .  .  .           !
 1975.1!         *+                           !!           . 0.  .           !
 1975.2*           +                          !! 0         .  .  .           !
 1975.3!   +      *                           !!           .  .  .   0       !
 1975.4!            +*                        !!           .  0  .           !
 1976.1!               + *                    !!           .  . 0.           !
 1976.2!                  *+                  !!           .  0  .           !
 1976.3!                   +*                 !!           .  .0 .           !
 1976.4!                   * +                !!           .0 .  .           !
 1977.1!                    +  *              !!           .  .  0           !
 1977.2!                 *     +              !!       0   .  .  .           !
 1977.3!                *  +                  !!           .0 .  .           !
 1977.4!                  +  *                !!           .  .  .0          !
 1978.1!                      +*              !!           .  .0 .           !
 1978.2!                        +    *        !!           .  .  . 0         !
 1978.3!                      *     +         !!       0   .  .  .           !
 1978.4!                     * +              !!           .0 .  .           !
 1979.1!                      +    *          !!           .  .  .  0        !
 1979.2!                         * +          !!           0  .  .           !
 1979.3!                         +*           !!           .  .0 .           !
 1979.4!                         * +          !!           . 0.  .           !
 1980.1!                          + *         !!           .  . 0.           !
 1980.2!                         *   +        !!          0.  .  .           !
 1980.3!                         *+           !!           . 0.  .           !
 1980.4!                          + *         !!           .  . 0.           !
 1981.1!                          * +         !!           .0 .  .           !
 1981.2!                      *   +           !!         0 .  .  .           !
 1981.3!                    * +               !!           .0 .  .           !
 1981.4!                     + *              !!           .  . 0.           !
 1982.1!                       *+             !!           . 0.  .           !
 1982.2!                        +   *         !!           .  .  .0          !
 1982.3!                        *   +         !!          0.  .  .           !
 1982.4!                         +   *        !!           .  .  .0          !
 1983.1!                       *     +        !!        0  .  .  .           !
 1983.2!                       + *            !!           .  . 0.           !
 1983.3!                       * +            !!           .0 .  .           !
 1983.4!                       *+             !!           . 0.  .           !
 1984.1!                        +   *         !!           .  .  .0          !
 1984.2!                        *  +          !!           0  .  .           !
 1984.3!                         + *          !!           .  . 0.           !
 1984.4!                           +*         !!           .  . 0.           !
 1985.1!                           *+         !!           . 0.  .           !
 1985.2!                         * +          !!           .0 .  .           !
 1985.3!                         *+           !!           . 0.  .           !
 1985.4!                          + *         !!           .  . 0.           !
 1986.1!                        *    +        !!         0 .  .  .           !
 1986.2!                         + *          !!           .  .  0           !
 1986.3!                            +         !!           .  0  .           !
 1986.4!                            *+        !!           .  0  .           !
 1987.1!                            *+        !!           . 0.  .           !
 1987.2!                             +*       !!           .  .0 .           !
 1987.3!                             * +      !!           .0 .  .           !
 1987.4!                             *+       !!           . 0.  .           !
 1988.1!                             +        !!           .  0  .           !
 1988.2!                             +*       !!           .  .0 .           !
 1988.3!                              +       !!           .  0  .           !
 1988.4!                            * +       !!           .0 .  .           !
 1989.1!                          * +         !!           .0 .  .           !
 1989.2!                           + *        !!           .  .  0           !
 1989.3!                            *+        !!           . 0.  .           !
 1989.4!                            + *       !!           .  . 0.           !
 1990.1!                             *+       !!           . 0.  .           !
 1990.2!                             + *      !!           .  . 0.           !
 1990.3!                                +     !!           .  .0 .           !
 1990.4!                                 +    !!           .  .0 .           !
 1991.1!                                  +   !!           .  0  .           !
 1991.2!                                 +*   !!           .  .0 .           !
 1991.3!                                  +   !!           .  .0 .           !
 1991.4!                                  +*  !!           .  .0 .           !
 1992.1!                                   +  !!           .  0  .           !
 1992.2!                                  +   !!           . 0.  .           !
 1992.3!                                 *+   !!           .  0  .           !
 1992.4!                                 + *  !!           .  . 0.           !
 1993.1!                                   +  !!           .  0  .           !
 1993.2!                                  +   !!           .  0  .           !
 1993.3!                                  +   !!           .  0  .           !
 1993.4!                                  +   !!           .  0  .           !
 1994.1!                                * +   !!           . 0.  .           !
 1994.2!                                +*    !!           .  .0 .           !
 1994.3!                                 +*   !!           .  .0 .           !
 1994.4!                                  +   !!           .  0  .           !
 1995.1!                                 +    !!           .  0  .           !
 1995.2!                                 +*   !!           .  .0 .           !
 1995.3!                                 +    !!           . 0.  .           !
 1995.4!                                 +    !!           .  0  .           !
 1996.1!                                + *   !!           .  .0 .           !
 1996.2!                                 +    !!           .  .0 .           !
 1996.3!                               * +    !!           .0 .  .           !
 1996.4!                               +      !!           .  0  .           !
 1997.1!                               +*     !!           .  . 0.           !
 1997.2!                               +*     !!           .  .0 .           !
 1997.3!                               +      !!           .  0  .           !
 1997.4!                               +*     !!           .  .0 .           !
 1998.1!                                + *   !!           .  .  0           !
 1998.2!                                 +*   !!           .  0  .           !
 1998.3!                                 +    !!           .  0  .           !
 1998.4!                                 + *  !!           .  .  0           !
 1999.1!                                  +   !!           .  0  .           !
 1999.2!                                 +    !!           .  0  .           !
 1999.3!                                 +    !!           .  0  .           !
 1999.4!                                 + *  !!           .  . 0.           !
 2000.1!                                  +*  !!           .  . 0.           !
 2000.2!                                  +*  !!           .  0  .           !
 2000.3!                                 *+   !!           . 0.  .           !
 2000.4!                                 +    !!           .  0  .           !
 2001.1!                                 +*   !!           .  .0 .           !
 2001.2!                                 +    !!           . 0.  .           !
 2001.3!                                +     !!           . 0.  .           !
 2001.4!                                +     !!           .  .0 .           !
 2002.1!                                +*    !!           .  .0 .           !
 2002.2!                                 +    !!           .  0  .           !
 2002.3!                                 +    !!           .  0  .           !
 2002.4!                                *+    !!           .  0  .           !
 2003.1!                                +   * !!           .  .  .0          !
 2003.2!                                   +* !!           .  0  .           !
 2003.3!                                 * +  !!           .0 .  .           !
 2003.4!                                 +*   !!           .  .0 .           !
 2004.1!                                  +  *!!           .  .  0           !
 2004.2!                                    +*!!           .  .0 .           !
 2004.3!                                    + !!           .  0  .           !
 2004.4!                                    + !!           .  .0 .           !
 2005.1!                                    + *!           .  . 0.           !
 2005.2!                                    *+!!           . 0.  .           !
 2005.3!                                 *  + !!           0  .  .           !
 2005.4!                                 +    !!           .  0  .           !
 2006.1!                                 + *  !!           .  .  0           !
 2006.2!                                   +* !!           .  .0 .           !
 2006.3!                                   +  !!           .  0  .           !
 2006.4!                                   +* !!           .  .0 .           !
 2007.1!                                   + *!!           .  . 0.           !
 2007.2!                                    + *!           .  . 0.           !
 2007.3!                                    *+!!           .0 .  .           !
 2007.4!                                   *+ !!           .  0  .           !
 2008.1!                                   +  *!           .  .  0           !
 2008.2!                                    *+!!           . 0.  .           !
 2008.3!                                   *+ !!           . 0.  .           !
 2008.4!                                  *+  !!           . 0.  .           !
 2009.1!                                  +   !!           .  .0 .           !
 2009.2!                                  +   !!           .  .0 .           !
 2009.3!                                 *+   !!           . 0.  .           !
 2009.4!                                 +*   !!           .  .0 .           !
 2010.1!                                  + * !!           .  . 0.           !
 2010.2!                                   +  !!           .  0  .           !
 2010.3!                                  +   !!           .  0  .           !
 2010.4!                                 + *  !!           .  .0 .           !
 2011.1!                                  + * !!           .  . 0.           !
 2011.2!                                   +  !!           .  0  .           !
 2011.3!                                   +  !!           .  .0 .           !
 2011.4!                                 * +  !!           .0 .  .           !
 2012.1!                                + *   !!           .  . 0.           !
 2012.2!                                 +*   !!           .  0  .           !
 2012.3!                                 +    !!           .  0  .           !
 2012.4!                                +*    !!           .  .0 .           !


     17.02 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHIT=CHPX$Q/ITPMM;                                                     
 GENR LAACHIT=LOG(AACHIT+.00001);                                             
 GENR LACHIT=LOG(ACHIT+.00001);                                               
 LHS AACHIT=EXP(LAACHIT)-.00001;                                              
  EQ  375 LAACHIT C LACHIT(-1) PCHIT;                                         
EQUATION 518  LAACHIT  
   RHS     C  LACHIT(-1)  PCHIT  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  518 PLOT=0;END;                                                     

Equation number =  518
**********************

Dependent variable = LAACHIT 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.393814315

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.102113404       0.087313761   1.16950     1.000000
11963 LACHIT  ( -1)       0.962062720       0.020534619  46.85077    -4.417571
11961 PCHIT   (  0)      -0.193040579       0.104693992  -1.84386     1.274073

SE of equation            =     0.156889976
Sum of squared residuals  =  3.02757913      -0.644284626E-11
Average absolute error    =     0.119905922
Sum of ABS residuals      =  15.1081462    
R squared                 =   0.97884
Durbin-Watson statistic   =   2.77057
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!  *+                                  !!          . 0 .   .          !
 1981.4!  +*                                  !!          .   . 0 .          !
 1982.1!  *+                                  !!          . 0 .   .          !
 1982.2!  *+                                  !!          .  0.   .          !
 1982.3*  +                                   !!     0    .   .   .          !
 1982.4+  *                                   !!          .   .   .  0       !
 1983.1! *+                                   !!          . 0 .   .          !
 1983.2! +                                    !!          .   .0  .          !
 1983.3! +*                                   !!          .   . 0 .          !
 1983.4!  +                                   !!          .   .0  .          !
 1984.1!  +                                   !!          . 0 .   .          !
 1984.2!  +  *                                !!          .   .   .   0      !
 1984.3!   * +                                !!          0   .   .          !
 1984.4!   +*                                 !!          .   . 0 .          !
 1985.1! * +                                  !!          0   .   .          !
 1985.2! +                                    !!          .   0   .          !
 1985.3! +  *                                 !!          .   .   .  0       !
 1985.4!   *+                                 !!          . 0 .   .          !
 1986.1!  * +                                 !!          0   .   .          !
 1986.2!  +                                   !!          .   .0  .          !
 1986.3!   +                                  !!          .   .0  .          !
 1986.4!    +  *                              !!          .   .   .    0     !
 1987.1!        +                             !!          .   .0  .          !
 1987.2!       *+                             !!          .0  .   .          !
 1987.3!       *+                             !!          0   .   .          !
 1987.4!       +*                             !!          .   . 0 .          !
 1988.1!        *+                            !!          . 0 .   .          !
 1988.2!         +                            !!          .   .0  .          !
 1988.3!         *+                           !!          . 0 .   .          !
 1988.4!         +*                           !!          .   . 0 .          !
 1989.1!      *   +                           !!   0      .   .   .          !
 1989.2!       +                              !!          .   . 0 .          !
 1989.3!      * +                             !!         0.   .   .          !
 1989.4!       + *                            !!          .   .   .0         !
 1990.1!          +                           !!          .   0   .          !
 1990.2!        * +                           !!        0 .   .   .          !
 1990.3!       * +                            !!         0.   .   .          !
 1990.4!        + *                           !!          .   .   . 0        !
 1991.1!        *  +                          !!      0   .   .   .          !
 1991.2!        +*                            !!          .   . 0 .          !
 1991.3!        * +                           !!          .0  .   .          !
 1991.4!         +*                           !!          .   .  0.          !
 1992.1!        *  +                          !!     0    .   .   .          !
 1992.2!         +*                           !!          .   .   0          !
 1992.3!           +                          !!          .  0.   .          !
 1992.4!           +  *                       !!          .   .   . 0        !
 1993.1!            * +                       !!         0.   .   .          !
 1993.2!             +                        !!          .  0.   .          !
 1993.3!             +*                       !!          .   .   0          !
 1993.4!               + *                    !!          .   .   . 0        !
 1994.1!            *    +                    !0          .   .   .          !
 1994.2!            +  *                      !!          .   .   .  0       !
 1994.3!               +                      !!          .  0.   .          !
 1994.4!                + *                   !!          .   .   . 0        !
 1995.1!               *  +                   !!      0   .   .   .          !
 1995.2!                +*                    !!          .   .  0.          !
 1995.3!                *+                    !!          .0  .   .          !
 1995.4!                 +                    !!          .   . 0 .          !
 1996.1!             *    +                   !! 0        .   .   .          !
 1996.2!             +  *                     !!          .   .   . 0        !
 1996.3!               *+                     !!          .0  .   .          !
 1996.4!                +*                    !!          .   . 0 .          !
 1997.1!              *  +                    !!        0 .   .   .          !
 1997.2!               +*                     !!          .   .  0.          !
 1997.3!                +                     !!          .   0   .          !
 1997.4!                 +                    !!          .   0   .          !
 1998.1!                *+                    !!          .0  .   .          !
 1998.2!                +*                    !!          .   .  0.          !
 1998.3!                 *+                   !!          . 0 .   .          !
 1998.4!                 +*                   !!          .   . 0 .          !
 1999.1!                * +                   !!        0 .   .   .          !
 1999.2!                +*                    !!          .   . 0 .          !
 1999.3!                 + *                  !!          .   .   0          !
 1999.4!                   +                  !!          .   0   .          !
 2000.1!                   +                  !!          . 0 .   .          !
 2000.2!                   +*                 !!          .   .   0          !
 2000.3!                    +                 !!          .  0.   .          !
 2000.4!                  * +                 !!         0.   .   .          !
 2001.1!                  +*                  !!          .   .  0.          !
 2001.2!                   + *                !!          .   .   .0         !
 2001.3!                    *+                !!          .0  .   .          !
 2001.4!                   *+                 !!          .  0.   .          !
 2002.1!                   +*                 !!          .   .  0.          !
 2002.2!                    + *               !!          .   .  0.          !
 2002.3!                      +               !!          .   . 0 .          !
 2002.4!                      +               !!          .  0.   .          !
 2003.1!                      +*              !!          .   . 0 .          !
 2003.2!                       + *            !!          .   .   .0         !
 2003.3!                        *+            !!          .0  .   .          !
 2003.4!                        +             !!          .  0.   .          !
 2004.1!                        +             !!          .  0.   .          !
 2004.2!                        +  *          !!          .   .   .   0      !
 2004.3!                           +          !!          . 0 .   .          !
 2004.4!                          *+          !!          .  0.   .          !
 2005.1!                           +*         !!          .   .   0          !
 2005.2!                            +*        !!          .   .0  .          !
 2005.3!                             +        !!          .  0.   .          !
 2005.4!                           * +        !!          .0  .   .          !
 2006.1!                            +*        !!          .   . 0 .          !
 2006.2!                             + *      !!          .   .   .0         !
 2006.3!                               +      !!          .   0   .          !
 2006.4!                               +      !!          .   0   .          !
 2007.1!                               +      !!          .  0.   .          !
 2007.2!                               + *    !!          .   .   .0         !
 2007.3!                                 +    !!          .   0   .          !
 2007.4!                                *+    !!          0   .   .          !
 2008.1!                                +     !!          .  0.   .          !
 2008.2!                                + *   !!          .   .   0          !
 2008.3!                                  +*  !!          .   .  0.          !
 2008.4!                                  *+  !!          .0  .   .          !
 2009.1!                                 *+   !!          0   .   .          !
 2009.2!                                 +*   !!          .   .   0          !
 2009.3!                                  +   !!          .   0   .          !
 2009.4!                                  +   !!          .  0.   .          !
 2010.1!                                  +*  !!          .   . 0 .          !
 2010.2!                                   +* !!          .   .   0          !
 2010.3!                                    + *!          .   .   .0         !
 2010.4!                                     *+!          .  0.   .          !
 2011.1!                                     +!!          . 0 .   .          !
 2011.2!                                     +!!          .   0   .          !
 2011.3!                                     +!!          .   .0  .          !
 2011.4!                                   * +!!         0.   .   .          !
 2012.1!                                  *+  !!          .0  .   .          !
 2012.2!                                  + * !!          .   .   .0         !
 2012.3!                                   *+ !!          . 0 .   .          !
 2012.4!                                  *+  !!          . 0 .   .          !


     29.37 percent of the residuals exceed 1 SE
      3.17 percent of the residuals exceed 2 SE
@EQ   376 LAAARIT C LAARIT(-1) PARIT;SMPL 1966.1 2012.4;OLS;EST  376 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRIT=BRPX$Q/ITPMM;                                                     
 GENR LAABRIT=LOG(AABRIT+.00001);                                             
 GENR LABRIT=LOG(ABRIT+.00001);                                               
 LHS AABRIT=EXP(LAABRIT)-.00001;                                              
  EQ  377 LAABRIT C LABRIT(-1) PBRIT;                                         
EQUATION 519  LAABRIT  
   RHS     C  LABRIT(-1)  PBRIT  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  519 PLOT=0;END;                                                     

Equation number =  519
**********************

Dependent variable = LAABRIT 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.513588640

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.871605371       0.353861095  -5.28910     1.000000
11966 LABRIT  ( -1)       0.559754981       0.074309941   7.53271    -4.513796
11964 PBRIT   (  0)      -0.105750364       0.105110597  -1.00609     1.090903

SE of equation            =     0.198761949
Sum of squared residuals  =  4.85927642      -0.431121805E-11
Average absolute error    =     0.151403813
Sum of ABS residuals      =  19.0768804    
R squared                 =   0.32009
Durbin-Watson statistic   =   2.17955
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!           + *                        !!          .   . 0 .          !
 1981.4!              +                       *!          .   .   .          0
 1982.1!                         *  +         !!          . 0 .   .          !
 1982.2!                    +         *       !!          .   .   . 0        !
 1982.3!                       +   *          !!          .   .  0.          !
 1982.4!                     +                !!          .   0   .          !
 1983.1!                  +                   !!          .   0   .          !
 1983.2!                +              *      !!          .   .   .     0    !
 1983.3!                       +  *           !!          .   . 0 .          !
 1983.4!                     +                !!          .   0   .          !
 1984.1!                 +    *               !!          .   .  0.          !
 1984.2!                  +              *    !!          .   .   .    0     !
 1984.3!                       *+             !!          .   0   .          !
 1984.4!                  +*                  !!          .   0   .          !
 1985.1!                + *                   !!          .   .0  .          !
 1985.2!                +           *         !!          .   .   .   0      !
 1985.3!                      +      *        !!          .   .   0          !
 1985.4!                       +*             !!          .   .0  .          !
 1986.1!              *      +                !!          0   .   .          !
 1986.2!              +                 *     !!          .   .   .      0   !
 1986.3!                *        +            !!        0 .   .   .          !
 1986.4*               +                      !!    0     .   .   .          !
 1987.1!       +     *                        !!          .   .   0          !
 1987.2!               +  *                   !!          .   . 0 .          !
 1987.3!                 +             *      !!          .   .   .    0     !
 1987.4!                         +            !!          .   0   .          !
 1988.1!                 *   +                !!          . 0 .   .          !
 1988.2!                 +    *               !!          .   .  0.          !
 1988.3!                   +  *               !!          .   .0  .          !
 1988.4!                   +   *              !!          .   .  0.          !
 1989.1!                    + *               !!          .   .0  .          !
 1989.2!                    +         *       !!          .   .   .  0       !
 1989.3!                        +  *          !!          .   . 0 .          !
 1989.4!                      *+              !!          .  0.   .          !
 1990.1!                    +   *             !!          .   .  0.          !
 1990.2!                     +      *         !!          .   .   0          !
 1990.3!                       +    *         !!          .   .  0.          !
 1990.4!           *           +              !!      0   .   .   .          !
 1991.1!              +    *                  !!          .   .  0.          !
 1991.2!                  +  *                !!          .   . 0 .          !
 1991.3!            *      +                  !!          0   .   .          !
 1991.4!          *   +                       !!          .0  .   .          !
 1992.1!         *  +                         !!          . 0 .   .          !
 1992.2!            +          *              !!          .   .   .  0       !
 1992.3!               *    +                 !!          .0  .   .          !
 1992.4!                +    *                !!          .   .  0.          !
 1993.1!           *       +                  !!         0.   .   .          !
 1993.2!             +       *                !!          .   .   .0         !
 1993.3!                   + *                !!          .   .0  .          !
 1993.4!                *  +                  !!          . 0 .   .          !
 1994.1!               *+                     !!          .   0   .          !
 1994.2!               +      *               !!          .   .   0          !
 1994.3!                    +  *              !!          .   . 0 .          !
 1994.4!                   *+                 !!          .  0.   .          !
 1995.1!                * +                   !!          . 0 .   .          !
 1995.2!                +*                    !!          .   .0  .          !
 1995.3!                 + *                  !!          .   .0  .          !
 1995.4!              *   +                   !!          . 0 .   .          !
 1996.1!             * +                      !!          .  0.   .          !
 1996.2!              +  *                    !!          .   . 0 .          !
 1996.3!           *     +                    !!          0   .   .          !
 1996.4!        *    +                        !!          .0  .   .          !
 1997.1!      *     +                         !!          0   .   .          !
 1997.2!          +*                          !!          .   .0  .          !
 1997.3!      *     +                         !!          0   .   .          !
 1997.4!          +   *                       !!          .   . 0 .          !
 1998.1!               +      *               !!          .   .   .0         !
 1998.2!                   +*                 !!          .   .0  .          !
 1998.3!          *       +                   !!         0.   .   .          !
 1998.4!        *    +                        !!          .0  .   .          !
 1999.1!         * +                          !!          . 0 .   .          !
 1999.2!            +      *                  !!          .   .   0          !
 1999.3!              *   +                   !!          . 0 .   .          !
 1999.4!             * +                      !!          .  0.   .          !
 2000.1!             * +                      !!          .  0.   .          !
 2000.2!              + *                     !!          .   . 0 .          !
 2000.3!              * +                     !!          .  0.   .          !
 2000.4!       *      +                       !!         0.   .   .          !
 2001.1!        *  +                          !!          . 0 .   .          !
 2001.2!           +  *                       !!          .   . 0 .          !
 2001.3!     *         +                      !!        0 .   .   .          !
 2001.4!     *    +                           !!          .0  .   .          !
 2002.1!     *    +                           !!          .0  .   .          !
 2002.2!*        +                            !!        0 .   .   .          !
 2002.3!        +           *                 !!          .   .   .   0      !
 2002.4!       *          +                   !!       0  .   .   .          !
 2003.1!         * +                          !!          . 0 .   .          !
 2003.2!            +                         !!          .   0   .          !
 2003.3!        *     +                       !!          0   .   .          !
 2003.4!          *+                          !!          .  0.   .          !
 2004.1!              +   *                   !!          .   .  0.          !
 2004.2!         *       +                    !!          0   .   .          !
 2004.3!            +  *                      !!          .   . 0 .          !
 2004.4!    *          +                      !!       0  .   .   .          !
 2005.1!         +    *                       !!          .   .  0.          !
 2005.2!          *   +                       !!          .0  .   .          !
 2005.3!         *  +                         !!          . 0 .   .          !
 2005.4!       *    +                         !!          .0  .   .          !
 2006.1!           + *                        !!          .   .0  .          !
 2006.2!   *         +                        !!        0 .   .   .          !
 2006.3!         +     *                      !!          .   .   0          !
 2006.4!        *      +                      !!          0   .   .          !
 2007.1!           + *                        !!          .   .0  .          !
 2007.2!          *   +                       !!          . 0 .   .          !
 2007.3!         *  +                         !!          . 0 .   .          !
 2007.4!            +                         !!          .   0   .          !
 2008.1!         *   +                        !!          . 0 .   .          !
 2008.2!          * +                         !!          .  0.   .          !
 2008.3!     *      +                         !!          0   .   .          !
 2008.4! *      +                             !!         0.   .   .          !
 2009.1!       +   *                          !!          .   . 0 .          !
 2009.2!        *   +                         !!          .0  .   .          !
 2009.3!       *    +                         !!          .0  .   .          !
 2009.4!    *     +                           !!          0   .   .          !
 2010.1!       * +                            !!          .  0.   .          !
 2010.2!         *+                           !!          .  0.   .          !
 2010.3!          *+                          !!          .  0.   .          !
 2010.4!            +                         !!          .   0   .          !
 2011.1!        *    +                        !!          .0  .   .          !
 2011.2!          +*                          !!          .   .0  .          !
 2011.3!           *+                         !!          .  0.   .          !
 2011.4!            +                         !!          .   0   .          !
 2012.1!    *        +                        !!         0.   .   .          !
 2012.2!        +      *                      !!          .   .   0          !
 2012.3!           *  +                       !!          . 0 .   .          !
 2012.4!           * +                        !!          .  0.   .          !


     30.16 percent of the residuals exceed 1 SE
      4.76 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCEIT=CEPX$Q/ITPMM;                                                     
 GENR LAACEIT=LOG(AACEIT+.00001);                                             
 GENR LACEIT=LOG(ACEIT+.00001);                                               
 LHS AACEIT=EXP(LAACEIT)-.00001;                                              
  EQ  378 LAACEIT C LACEIT(-1) PCEIT;                                         
EQUATION 520  LAACEIT  
   RHS     C  LACEIT(-1)  PCEIT  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  520 PLOT=0;END;                                                     

Equation number =  520
**********************

Dependent variable = LAACEIT 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.750411271

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.051230277       0.251269825  -4.18367     1.000000
11969 LACEIT  ( -1)       0.802287703       0.044674301  17.95860    -5.754848
11967 PCEIT   (  0)      -0.059747161       0.073612147  -0.81165     1.374747

SE of equation            =     0.255907847
Sum of squared residuals  =  12.1154328       0.111377574E-10
Average absolute error    =     0.188103297
Sum of ABS residuals      =  35.3634199    
R squared                 =   0.65729
Durbin-Watson statistic   =   2.47969
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!       *    +                         !!          0   .   .          !
 1966.2!         +    *                       !!          .   .   .0         !
 1966.3!              +                *      !!          .   .   .          0
 1966.4!                      *     +         !!         0.   .   .          !
 1967.1!                    +          *      !!          .   .   .     0    !
 1967.2!                            +*        !!          .   .0  .          !
 1967.3!                          + *         !!          .   . 0 .          !
 1967.4!                         +*           !!          .   0   .          !
 1968.1!                        +             !!          .   .0  .          !
 1968.2!                      +               !!          .   0   .          !
 1968.3!                     +*               !!          .   .0  .          !
 1968.4!                    +   *             !!          .   .  0.          !
 1969.1!                      + *             !!          .   . 0 .          !
 1969.2!                      +  *            !!          .   . 0 .          !
 1969.3!                      +  *            !!          .   . 0 .          !
 1969.4!                       + *            !!          .   . 0 .          !
 1970.1!                       + *            !!          .   . 0 .          !
 1970.2!                       +              !!          .   0   .          !
 1970.3!                      +*              !!          .   .0  .          !
 1970.4!                     +                !!          .   0   .          !
 1971.1!                    + *               !!          .   . 0 .          !
 1971.2!                     +                !!          .   0   .          !
 1971.3!                    +                 !!          .   0   .          !
 1971.4!                 * +                  !!          .  0.   .          !
 1972.1!                *+                    !!          .  0.   .          !
 1972.2!               *+                     !!          .  0.   .          !
 1972.3!               +                      !!          .   0   .          !
 1972.4!             * +                      !!          . 0 .   .          !
 1973.1!           *  +                       !!          . 0 .   .          !
 1973.2!            +*                        !!          .   0   .          !
 1973.3!             +                        !!          .   0   .          !
 1973.4!            * +                       !!          .  0.   .          !
 1974.1!            +       *                 !!          .   .   .  0       !
 1974.2!                   + *                !!          .   . 0 .          !
 1974.3!                    +*                !!          .   0   .          !
 1974.4!                  *+                  !!          .  0.   .          !
 1975.1!               *  +                   !!          .0  .   .          !
 1975.2!         *     +                      !!         0.   .   .          !
 1975.3!      *    +                          !!          0   .   .          !
 1975.4!       *+                             !!          .  0.   .          !
 1976.1!         +*                           !!          .   .0  .          !
 1976.2!           +*                         !!          .   .0  .          !
 1976.3!             +                        !!          .   0   .          !
 1976.4!           * +                        !!          .0  .   .          !
 1977.1!          * +                         !!          . 0 .   .          !
 1977.2!         * +                          !!          . 0 .   .          !
 1977.3!        * +                           !!          . 0 .   .          !
 1977.4!      *   +                           !!          0   .   .          !
 1978.1!        +    *                        !!          .   .   .0         !
 1978.2!             *+                       !!          .  0.   .          !
 1978.3!            * +                       !!          . 0 .   .          !
 1978.4!             +*                       !!          .   .0  .          !
 1979.1!               +*                     !!          .   .0  .          !
 1979.2!                +*                    !!          .   .0  .          !
 1979.3!             *   +                    !!          0   .   .          !
 1979.4!              +    *                  !!          .   .   .0         !
 1980.1!                   +       *          !!          .   .   .  0       !
 1980.2!                    *    +            !!          0   .   .          !
 1980.3!               *    +                 !!          0   .   .          !
 1980.4!                +*                    !!          .   .0  .          !
 1981.1!                 +    *               !!          .   .   0          !
 1981.2!       *             +                !!  0       .   .   .          !
 1981.3!      * +                             !!          . 0 .   .          !
 1981.4!        +*                            !!          .   .0  .          !
 1982.1!           +                          !!          .   0   .          !
 1982.2!      *     +                         !!        0 .   .   .          !
 1982.3!      * +                             !!          . 0 .   .          !
 1982.4!        +*                            !!          .   . 0 .          !
 1983.1!   *      +                           !!       0  .   .   .          !
 1983.2!     +           *                    !!          .   .   .      0   !
 1983.3!     *           +                    !!   0      .   .   .          !
 1983.4!       +                              !!          .   0   .          !
 1984.1!   *    +                             !!          0   .   .          !
 1984.2!      +       *                       !!          .   .   .   0      !
 1984.3! *            +                       !! 0        .   .   .          !
 1984.4*   +                                  !!          0   .   .          !
 1985.1!  +     *                             !!          .   .   .0         !
 1985.2!         +  *                         !!          .   .  0.          !
 1985.3! *           +                        !!    0     .   .   .          !
 1985.4!    +   *                             !!          .   .  0.          !
 1986.1!    *     +                           !!         0.   .   .          !
 1986.2!      +       *                       !!          .   .   .  0       !
 1986.3! *             +                      !!  0       .   .   .          !
 1986.4!    +     *                           !!          .   .   .0         !
 1987.1!        *   +                         !!          .0  .   .          !
 1987.2!          +*                          !!          .   .0  .          !
 1987.3!        *   +                         !!          0   .   .          !
 1987.4!          +    *                      !!          .   .   0          !
 1988.1!               +                      !!          .   0   .          !
 1988.2!                +      *              !!          .   .   .  0       !
 1988.3!             *        +               !!      0   .   .   .          !
 1988.4!              +   *                   !!          .   .  0.          !
 1989.1!               *  +                   !!          .0  .   .          !
 1989.2!               +     *                !!          .   .   .0         !
 1989.3!         *          +                 !!   0      .   .   .          !
 1989.4!         * +                          !!          . 0 .   .          !
 1990.1!           +*                         !!          .   . 0 .          !
 1990.2!             +  *                     !!          .   . 0 .          !
 1990.3!         *      +                     !!       0  .   .   .          !
 1990.4!           +                          !!          .   0   .          !
 1991.1!          * +                         !!          . 0 .   .          !
 1991.2!           +                          !!          .   0   .          !
 1991.3!    *        +                        !!      0   .   .   .          !
 1991.4!      + *                             !!          .   . 0 .          !
 1992.1!        * +                           !!          . 0 .   .          !
 1992.2!          +  *                        !!          .   .  0.          !
 1992.3!           *  +                       !!          . 0 .   .          !
 1992.4!             +*                       !!          .   .0  .          !
 1993.1!             * +                      !!          . 0 .   .          !
 1993.2!              +                       !!          .   0   .          !
 1993.3!               +                      !!          .   .0  .          !
 1993.4!       *        +                     !!      0   .   .   .          !
 1994.1!        *+                            !!          .  0.   .          !
 1994.2!          + *                         !!          .   . 0 .          !
 1994.3!            *+                        !!          .  0.   .          !
 1994.4!         *   +                        !!          0   .   .          !
 1995.1!           +    *                     !!          .   .   0          !
 1995.2!                + *                   !!          .   . 0 .          !
 1995.3!              *   +                   !!          0   .   .          !
 1995.4!               +    *                 !!          .   .   .0         !
 1996.1!               *    +                 !!         0.   .   .          !
 1996.2!               + *                    !!          .   .0  .          !
 1996.3!           *     +                    !!        0 .   .   .          !
 1996.4!          * +                         !!          . 0 .   .          !
 1997.1!        *  +                          !!          .0  .   .          !
 1997.2!          +   *                       !!          .   .   0          !
 1997.3!          *    +                      !!          0   .   .          !
 1997.4!           *+                         !!          .   0   .          !
 1998.1!             +                        !!          .   0   .          !
 1998.2!              +  *                    !!          .   .  0.          !
 1998.3!                 +                    !!          .   0   .          !
 1998.4!                 +*                   !!          .   .0  .          !
 1999.1!                 *+                   !!          .   0   .          !
 1999.2!              *  +                    !!          .0  .   .          !
 1999.3!           *   +                      !!          .0  .   .          !
 1999.4!            +    *                    !!          .   .   0          !
 2000.1!                 +  *                 !!          .   . 0 .          !
 2000.2!               *   +                  !!          .0  .   .          !
 2000.3!              * +                     !!          .  0.   .          !
 2000.4!               +*                     !!          .   .0  .          !
 2001.1!                +                     !!          .   0   .          !
 2001.2!                +    *                !!          .   .   0          !
 2001.3!            *       +                 !!       0  .   .   .          !
 2001.4!             +                        !!          .   0   .          !
 2002.1!              + *                     !!          .   . 0 .          !
 2002.2!                +   *                 !!          .   .  0.          !
 2002.3!                *   +                 !!          0   .   .          !
 2002.4!               *+                     !!          .  0.   .          !
 2003.1!               +                      !!          .   0   .          !
 2003.2!                + *                   !!          .   . 0 .          !
 2003.3!                * +                   !!          . 0 .   .          !
 2003.4!                +*                    !!          .   .0  .          !
 2004.1!                 +*                   !!          .   0   .          !
 2004.2!                  +    *              !!          .   .   .0         !
 2004.3!                      +*              !!          .   .0  .          !
 2004.4!                     *+               !!          .  0.   .          !
 2005.1!                     +   *            !!          .   .   0          !
 2005.2!                        +*            !!          .   .0  .          !
 2005.3!                       +*             !!          .   .0  .          !
 2005.4!                       +   *          !!          .   .  0.          !
 2006.1!                         +      *     !!          .   .   . 0        !
 2006.2!                             +     *  !!          .   .   .0         !
 2006.3!                                +*    !!          .   .0  .          !
 2006.4!                              + *     !!          .   . 0 .          !
 2007.1!                             +   *    !!          .   .  0.          !
 2007.2!                              +       *!          .   .   .  0       !
 2007.3!                                * +   !!          . 0 .   .          !
 2007.4!                             +  *     !!          .   .  0.          !
 2008.1!                             +     *  !!          .   .   .0         !
 2008.2!                                + *   !!          .   . 0 .          !
 2008.3!                              *+      !!          .  0.   .          !
 2008.4!                       *    +         !!          0   .   .          !
 2009.1!             *        +               !!      0   .   .   .          !
 2009.2!              +    *                  !!          .   .   .0         !
 2009.3!                   +*                 !!          .   0   .          !
 2009.4!                    +         *       !!          .   .   .    0     !
 2010.1!                         *  +         !!          . 0 .   .          !
 2010.2!                        +*            !!          .   .0  .          !
 2010.3!                       +       *      !!          .   .   .  0       !
 2010.4!                             + *      !!          .   . 0 .          !
 2011.1!                             +    *   !!          .   .   .0         !
 2011.2!                              *+      !!          .  0.   .          !
 2011.3!                      *     +         !!         0.   .   .          !
 2011.4!                     +  *             !!          .   . 0 .          !
 2012.1!                       +  *           !!          .   .  0.          !
 2012.2!                        + *           !!          .   .0  .          !
 2012.3!                      * +             !!          . 0 .   .          !
 2012.4!                      +   *           !!          .   .   0          !


     25.00 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ   379 LAAMEIT C LAMEIT(-1) PMEIT;SMPL 1966.1 2012.4;OLS;EST  379 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPEIT=PEPX$Q/ITPMM;                                                     
 GENR LAAPEIT=LOG(AAPEIT+.00001);                                             
 GENR LAPEIT=LOG(APEIT+.00001);                                               
 LHS AAPEIT=EXP(LAAPEIT)-.00001;                                              
  EQ  380 LAAPEIT C LAPEIT(-1) PPEIT;                                         
EQUATION 521  LAAPEIT  
   RHS     C  LAPEIT(-1)  PPEIT  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  521 PLOT=0;END;                                                     

Equation number =  521
**********************

Dependent variable = LAAPEIT 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -6.491846352

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.123363482       0.502898849  -6.21072     1.000000
11972 LAPEIT  ( -1)       0.512637273       0.077074144   6.65122    -6.492349
11970 PPEIT   (  0)      -0.041904570       0.058688033  -0.71402     0.960819

SE of equation            =     0.221713801
Sum of squared residuals  =  6.04631220      -0.246237697E-09
Average absolute error    =     0.168806258
Sum of ABS residuals      =  21.2695885    
R squared                 =   0.26760
Durbin-Watson statistic   =   2.14857
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                   +    *             !!         .    .   0.         !
 1981.4!              *        +              !!      0  .    .    .         !
 1982.1!                  +                   !!         .    0    .         !
 1982.2!                    +            *    !!         .    .    .    0    !
 1982.3!                            +   *     !!         .    .   0.         !
 1982.4!                        *  +          !!         . 0  .    .         !
 1983.1!                   *   +              !!         . 0  .    .         !
 1983.2!                    + *               !!         .    . 0  .         !
 1983.3!                      +  *            !!         .    .  0 .         !
 1983.4!                   *    +             !!         .0   .    .         !
 1984.1!                    + *               !!         .    . 0  .         !
 1984.2!                 *    +               !!         .0   .    .         !
 1984.3!                    +           *     !!         .    .    .     0   !
 1984.4!                           +   *      !!         .    .  0 .         !
 1985.1!                       *   +          !!         . 0  .    .         !
 1985.2!                   *   +              !!         . 0  .    .         !
 1985.3!               *     +                !!         0    .    .         !
 1985.4!                   +            *     !!         .    .    .     0   !
 1986.1!                    *      +          !!        0.    .    .         !
 1986.2!                     + *              !!         .    .0   .         !
 1986.3!                      *+              !!         .   0.    .         !
 1986.4!                   *  +               !!         . 0  .    .         !
 1987.1!                     + *              !!         .    . 0  .         !
 1987.2!                      *+              !!         .    0    .         !
 1987.3!                   *   +              !!         . 0  .    .         !
 1987.4!                     +*               !!         .    .0   .         !
 1988.1!                      +       *       !!         .    .    .0        !
 1988.2!                      *   +           !!         . 0  .    .         !
 1988.3!            *         +               !!     0   .    .    .         !
 1988.4*                 +                    !0         .    .    .         !
 1989.1!          +   *                       !!         .    .  0 .         !
 1989.2!                  +      *            !!         .    .    .0        !
 1989.3!                       +      *       !!         .    .    .0        !
 1989.4!                           +   *      !!         .    .  0 .         !
 1990.1!                           +*         !!         .    .0   .         !
 1990.2!                         +*           !!         .    .0   .         !
 1990.3!                        +    *        !!         .    .   0.         !
 1990.4!                          +     *     !!         .    .    0         !
 1991.1!             *            +           !!   0     .    .    .         !
 1991.2!                  +              *    !!         .    .    .      0  !
 1991.3!                            +         !!         .    0    .         !
 1991.4!                    *     +           !!         .0   .    .         !
 1992.1!                      +              *!!         .    .    .       0 !
 1992.2!                         *    +       !!         .0   .    .         !
 1992.3!                        +*            !!         .    .0   .         !
 1992.4!                        +    *        !!         .    .   0.         !
 1993.1!                          +   *       !!         .    .  0 .         !
 1993.2!                           +          *!         .    .    .    0    !
 1993.3!                               +      !!         .    0    .         !
 1993.4!                           +      *   !!         .    .    0         !
 1994.1!                            +     *   !!         .    .    0         !
 1994.2!                             + *      !!         .    . 0  .         !
 1994.3!                           +    *     !!         .    .    0         !
 1994.4!                            +    *    !!         .    .   0.         !
 1995.1!                            + *       !!         .    . 0  .         !
 1995.2!                           +      *   !!         .    .    .0        !
 1995.3!                            +         !!         .   0.    .         !
 1995.4!                         +            !!         .   0.    .         !
 1996.1!                        +   *         !!         .    .   0.         !
 1996.2!                        *+            !!         .  0 .    .         !
 1996.3!                       +*             !!         .    0    .         !
 1996.4!                       +  *           !!         .    . 0  .         !
 1997.1!                        +     *       !!         .    .    0         !
 1997.2!                          + *         !!         .    .0   .         !
 1997.3!                  *      +            !!        0.    .    .         !
 1997.4!                    +  *              !!         .    . 0  .         !
 1998.1!                       +  *           !!         .    .  0 .         !
 1998.2!                   *    +             !!         0    .    .         !
 1998.3!                    *+                !!         .   0.    .         !
 1998.4!                     +*               !!         .    .0   .         !
 1999.1!                  *    +              !!         . 0  .    .         !
 1999.2!                    *+                !!         .   0.    .         !
 1999.3!         *           +                !!    0    .    .    .         !
 1999.4!                +*                    !!         .    .0   .         !
 2000.1!              *     +                 !!         0    .    .         !
 2000.2!       *          +                   !!     0   .    .    .         !
 2000.3!   *           +                      !!    0    .    .    .         !
 2000.4!        *    +                        !!         .0   .    .         !
 2001.1!               +*                     !!         .    0    .         !
 2001.2!              *    +                  !!         .0   .    .         !
 2001.3!             *     +                  !!         0    .    .         !
 2001.4!             *    +                   !!         .0   .    .         !
 2002.1!                  +                   !!         .    0    .         !
 2002.2!                    +      *          !!         .    .    .0        !
 2002.3!             *           +            !!    0    .    .    .         !
 2002.4!                  +                   !!         .    0    .         !
 2003.1!                    +                 !!         .   0.    .         !
 2003.2!                    *+                !!         .   0.    .         !
 2003.3!                 *    +               !!         .0   .    .         !
 2003.4!             *      +                 !!         0    .    .         !
 2004.1!                 *+                   !!         .   0.    .         !
 2004.2!                   +                  !!         .    0    .         !
 2004.3!            *        +                !!       0 .    .    .         !
 2004.4!                 +*                   !!         .    .0   .         !
 2005.1!                    + *               !!         .    . 0  .         !
 2005.2!                      + *             !!         .    .0   .         !
 2005.3!                  *    +              !!         .0   .    .         !
 2005.4!                 *  +                 !!         . 0  .    .         !
 2006.1!        *          +                  !!     0   .    .    .         !
 2006.2!              +           *           !!         .    .    .   0     !
 2006.3!                 *     +              !!         0    .    .         !
 2006.4!                   +      *           !!         .    .    .0        !
 2007.1!           *            +             !!    0    .    .    .         !
 2007.2!                +     *               !!         .    .    0         !
 2007.3!                     + *              !!         .    .0   .         !
 2007.4!                 *    +               !!         .0   .    .         !
 2008.1!                   +     *            !!         .    .    0         !
 2008.2!                       +              !!         .    0    .         !
 2008.3!                      + *             !!         .    . 0  .         !
 2008.4!                       +   *          !!         .    .  0 .         !
 2009.1!                         + *          !!         .    . 0  .         !
 2009.2!                        +   *         !!         .    .  0 .         !
 2009.3!                       * +            !!         .  0 .    .         !
 2009.4!                      +               !!         .    0    .         !
 2010.1!                  *   +               !!         . 0  .    .         !
 2010.2!                   +  *               !!         .    .  0 .         !
 2010.3!                     *+               !!         .    0    .         !
 2010.4!                    *+                !!         .   0.    .         !
 2011.1!                    +   *             !!         .    .  0 .         !
 2011.2!                      + *             !!         .    . 0  .         !
 2011.3!                      +*              !!         .    .0   .         !
 2011.4!                      +      *        !!         .    .    .0        !
 2012.1!                   *     +            !!         0    .    .         !
 2012.2!                    +  *              !!         .    . 0  .         !
 2012.3!                      +      *        !!         .    .    .0        !
 2012.4!                  *      +            !!         0    .    .         !


     26.19 percent of the residuals exceed 1 SE
      6.35 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTUIT=TUPX$/ITPMM;                                                      
 GENR LAATUIT=LOG(AATUIT+.00001);                                             
 GENR LATUIT=LOG(ATUIT+.00001);                                               
 LHS AATUIT=EXP(LAATUIT)-.00001;                                              
  EQ  381 LAATUIT C LATUIT(-1) PTUIT;                                         
EQUATION 522  LAATUIT  
   RHS     C  LATUIT(-1)  PTUIT  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  522 PLOT=0;END;                                                     

Equation number =  522
**********************

Dependent variable = LAATUIT 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.172220306

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.244555078       0.118329604  -2.06673     1.000000
11975 LATUIT  ( -1)       0.896023433       0.034326700  26.10281    -5.181899
11973 PTUIT   (  0)      -0.206992248       0.091829816  -2.25409     1.374747

SE of equation            =     0.217497139
Sum of squared residuals  =  8.75142602       0.154418700E-10
Average absolute error    =     0.159117145
Sum of ABS residuals      =  29.9140233    
R squared                 =   0.90639
Durbin-Watson statistic   =   2.37366
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!         *+                           !!          . 0 .   .          !
 1966.2!         +*                           !!          .   . 0 .          !
 1966.3!          +*                          !!          .   . 0 .          !
 1966.4!          *+                          !!          .   0   .          !
 1967.1!          +*                          !!          .   . 0 .          !
 1967.2!           +                          !!          .   0   .          !
 1967.3!           +*                         !!          .   .0  .          !
 1967.4!        *   +                         !!         0.   .   .          !
 1968.1!   *    +                             !!       0  .   .   .          !
 1968.2*    +                                 !!        0 .   .   .          !
 1968.3!+     *                               !!          .   .   .    0     !
 1968.4!      *+                              !!          . 0 .   .          !
 1969.1!      +  *                            !!          .   .   0          !
 1969.2!     *   +                            !!         0.   .   .          !
 1969.3!     +      *                         !!          .   .   .    0     !
 1969.4!    *      +                          !!     0    .   .   .          !
 1970.1!    +*                                !!          .   .0  .          !
 1970.2!      +                               !!          .   .0  .          !
 1970.3!    *  +                              !!          .0  .   .          !
 1970.4! *   +                                !!         0.   .   .          !
 1971.1!  +  *                                !!          .   .   0          !
 1971.2!  *   +                               !!        0 .   .   .          !
 1971.3!    +*                                !!          .   .0  .          !
 1971.4!      +    *                          !!          .   .   .  0       !
 1972.1!            +                         !!          .   .0  .          !
 1972.2!        *    +                        !!        0 .   .   .          !
 1972.3!   *     +                            !!      0   .   .   .          !
 1972.4!     +*                               !!          .   . 0 .          !
 1973.1!        +    *                        !!          .   .   .  0       !
 1973.2!              +     *                 !!          .   .   .    0     !
 1973.3!             *      +                 !!    0     .   .   .          !
 1973.4!    *        +                        !! 0        .   .   .          !
 1974.1!   +     *                            !!          .   .   .   0      !
 1974.2!          +*                          !!          .   . 0 .          !
 1974.3!*          +                          !0          .   .   .          !
 1974.4! *+                                   !!          .   0   .          !
 1975.1!*  +                                  !!          0   .   .          !
 1975.2! +    *                               !!          .   .   .  0       !
 1975.3!       +   *                          !!          .   .   .0         !
 1975.4!        *   +                         !!        0 .   .   .          !
 1976.1!         +  *                         !!          .   .   .0         !
 1976.2!             +*                       !!          .   . 0 .          !
 1976.3!              +    *                  !!          .   .   .  0       !
 1976.4!           *       +                  !!  0       .   .   .          !
 1977.1!           +     *                    !!          .   .   .   0      !
 1977.2!            *     +                   !!      0   .   .   .          !
 1977.3!           *+                         !!          . 0 .   .          !
 1977.4!          * +                         !!          .0  .   .          !
 1978.1!   *       +                          !!   0      .   .   .          !
 1978.2!     + *                              !!          .   .  0.          !
 1978.3!         +      *                     !!          .   .   .     0    !
 1978.4!                +*                    !!          .   .0  .          !
 1979.1!               *  +                   !!          0   .   .          !
 1979.2!            *   +                     !!          0   .   .          !
 1979.3!            * +                       !!          . 0 .   .          !
 1979.4!        *     +                       !!       0  .   .   .          !
 1980.1!         * +                          !!          . 0 .   .          !
 1980.2!          * +                         !!          . 0 .   .          !
 1980.3!           *+                         !!          . 0 .   .          !
 1980.4!             + *                      !!          .   .  0.          !
 1981.1!      *         +                     !! 0        .   .   .          !
 1981.2!        +    *                        !!          .   .   .  0       !
 1981.3!           *+                         !!          . 0 .   .          !
 1981.4!         *  +                         !!          0   .   .          !
 1982.1!         *+                           !!          .  0.   .          !
 1982.2!         +  *                         !!          .   .   0          !
 1982.3!            +    *                    !!          .   .   .  0       !
 1982.4!                 +                    !!          .   .0  .          !
 1983.1!                 +    *               !!          .   .   .  0       !
 1983.2!                 *   +                !!         0.   .   .          !
 1983.3!                 +  *                 !!          .   .   0          !
 1983.4!             *     +                  !!      0   .   .   .          !
 1984.1!             +       *                !!          .   .   .      0   !
 1984.2!                    +*                !!          .   . 0 .          !
 1984.3!                   *+                 !!          . 0 .   .          !
 1984.4!                * +                   !!          . 0 .   .          !
 1985.1!               + *                    !!          .   .  0.          !
 1985.2!                +   *                 !!          .   .   0          !
 1985.3!                  *+                  !!          . 0 .   .          !
 1985.4!                  +*                  !!          .   . 0 .          !
 1986.1!                  *+                  !!          .  0.   .          !
 1986.2!                  + *                 !!          .   .  0.          !
 1986.3!                   *+                 !!          .  0.   .          !
 1986.4!                   +*                 !!          .   .0  .          !
 1987.1!                     +*               !!          .   . 0 .          !
 1987.2!                      +  *            !!          .   .   0          !
 1987.3!                      *  +            !!         0.   .   .          !
 1987.4!                      + *             !!          .   .  0.          !
 1988.1!                      *  +            !!          0   .   .          !
 1988.2!                     *+               !!          .  0.   .          !
 1988.3!                     +   *            !!          .   .   0          !
 1988.4!                         +            !!          .   .0  .          !
 1989.1!                         +*           !!          .   .0  .          !
 1989.2!                       * +            !!          0   .   .          !
 1989.3!                      *+              !!          .   0   .          !
 1989.4!                      *+              !!          . 0 .   .          !
 1990.1!                      +               !!          .  0.   .          !
 1990.2!                     *+               !!          . 0 .   .          !
 1990.3!                     +  *             !!          .   .   0          !
 1990.4!                        *+            !!          .  0.   .          !
 1991.1!                       *+             !!          . 0 .   .          !
 1991.2!                   *   +              !!         0.   .   .          !
 1991.3!                    +*                !!          .   .0  .          !
 1991.4!                  *  +                !!          0   .   .          !
 1992.1!                   +                  !!          .  0.   .          !
 1992.2!                   +                  !!          .  0.   .          !
 1992.3!                    +  *              !!          .   .   .0         !
 1992.4!                  *     +             !!       0  .   .   .          !
 1993.1!                 * +                  !!          .0  .   .          !
 1993.2!                  +*                  !!          .   .0  .          !
 1993.3!                   +                  !!          .  0.   .          !
 1993.4!                   + *                !!          .   .0  .          !
 1994.1!                   * +                !!          . 0 .   .          !
 1994.2!                    +  *              !!          .   .   0          !
 1994.3!                       +*             !!          .   0   .          !
 1994.4!                      * +             !!          .0  .   .          !
 1995.1!                      + *             !!          .   .  0.          !
 1995.2!                         +*           !!          .   . 0 .          !
 1995.3!                       *   +          !!          0   .   .          !
 1995.4!                        +*            !!          .   .0  .          !
 1996.1!                         +*           !!          .   .0  .          !
 1996.2!                          +           !!          .   0   .          !
 1996.3!                        * +           !!          . 0 .   .          !
 1996.4!                      *  +            !!          .0  .   .          !
 1997.1!                       +              !!          .   0   .          !
 1997.2!                      *+              !!          .  0.   .          !
 1997.3!                      +               !!          .   0   .          !
 1997.4!                      +               !!          .   0   .          !
 1998.1!                      + *             !!          .   .  0.          !
 1998.2!                       *+             !!          . 0 .   .          !
 1998.3!                       +*             !!          .   .0  .          !
 1998.4!                       *+             !!          .  0.   .          !
 1999.1!                       +*             !!          .   .0  .          !
 1999.2!                        +             !!          .   0   .          !
 1999.3!                        +*            !!          .   . 0 .          !
 1999.4!                       * +            !!          . 0 .   .          !
 2000.1!                       +*             !!          .   0   .          !
 2000.2!                        +             !!          .   0   .          !
 2000.3!                      *+              !!          . 0 .   .          !
 2000.4!                      +               !!          .   0   .          !
 2001.1!                      +  *            !!          .   .   .0         !
 2001.2!                         + *          !!          .   .  0.          !
 2001.3!                          + *         !!          .   .  0.          !
 2001.4!                          * +         !!          . 0 .   .          !
 2002.1!                          +           !!          .   0   .          !
 2002.2!                         +*           !!          .   .0  .          !
 2002.3!                          +*          !!          .   . 0 .          !
 2002.4!                           +*         !!          .   .0  .          !
 2003.1!                           + *        !!          .   . 0 .          !
 2003.2!                             +        !!          .   0   .          !
 2003.3!                             + *      !!          .   .  0.          !
 2003.4!                              *+      !!          .  0.   .          !
 2004.1!                              +       !!          .   0   .          !
 2004.2!                              +  *    !!          .   .   0          !
 2004.3!                                +  *  !!          .   .   0          !
 2004.4!                                   +  !!          .   0   .          !
 2005.1!                                  + * !!          .   . 0 .          !
 2005.2!                                  *+  !!          . 0 .   .          !
 2005.3!                                 +  * !!          .   .  0.          !
 2005.4!                                   +* !!          .   . 0 .          !
 2006.1!                                   + *!!          .   . 0 .          !
 2006.2!                                    +*!!          .   0   .          !
 2006.3!                                    + !!          .   .0  .          !
 2006.4!                                    + !!          .   0   .          !
 2007.1!                                   +* !!          .   .0  .          !
 2007.2!                                   + *!!          .   . 0 .          !
 2007.3!                                    + !!          .  0.   .          !
 2007.4!                                   + *!!          .   . 0 .          !
 2008.1!                                     +!!          .   .0  .          !
 2008.2!                                     +*!          .   . 0 .          !
 2008.3!                                    *+!!          .  0.   .          !
 2008.4!                               *    + !!        0 .   .   .          !
 2009.1!                               +  *   !!          .   .   0          !
 2009.2!                                 + *  !!          .   .  0.          !
 2009.3!                                   + *!!          .   . 0 .          !
 2009.4!                                    +*!!          .   .0  .          !
 2010.1!                                    +*!!          .   .0  .          !
 2010.2!                                  * + !!          . 0 .   .          !
 2010.3!                                  +*  !!          .   .0  .          !
 2010.4!                                  +*  !!          .   .0  .          !
 2011.1!                                  +  *!!          .   .   0          !
 2011.2!                                     +!!          .   .0  .          !
 2011.3!                                    + !!          .   0   .          !
 2011.4!                                   *+ !!          .   0   .          !
 2012.1!                                   +  !!          .   0   .          !
 2012.2!                                  +   !!          .   0   .          !
 2012.3!                                  +*  !!          .   . 0 .          !
 2012.4!                                   +* !!          .   . 0 .          !


     26.06 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDIT=PDPX$/ITPMM;                                                      
 GENR LAAPDIT=LOG(AAPDIT+.00001);                                             
 GENR LAPDIT=LOG(APDIT+.00001);                                               
 LHS AAPDIT=EXP(LAAPDIT)-.00001;                                              
  EQ  382 LAAPDIT C LAPDIT(-1) PPDIT;                                         
EQUATION 523  LAAPDIT  
   RHS     C  LAPDIT(-1)  PPDIT  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  523 PLOT=0;END;                                                     

Equation number =  523
**********************

Dependent variable = LAAPDIT 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.975458071

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.048164186       0.097865114   0.49215     1.000000
11978 LAPDIT  ( -1)       0.945915344       0.023572010  40.12875    -4.989178
11976 PPDIT   (  0)      -0.238826540       0.091289362  -2.61615     1.274073

SE of equation            =     0.161032257
Sum of squared residuals  =  3.18956070       0.781597009E-11
Average absolute error    =     0.123261893
Sum of ABS residuals      =  15.5309986    
R squared                 =   0.96174
Durbin-Watson statistic   =   2.33797
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!       * +                            !!          0   .   .          !
 1981.4!      *+                              !!          . 0 .   .          !
 1982.1!     *+                               !!          . 0 .   .          !
 1982.2!    +     *                           !!          .   .   .     0    !
 1982.3!        * +                           !!          .0  .   .          !
 1982.4!       +                              !!          .   0   .          !
 1983.1!       +*                             !!          .   . 0 .          !
 1983.2!       +*                             !!          .   .0  .          !
 1983.3!       *+                             !!          .   0   .          !
 1983.4!     * +                              !!          .0  .   .          !
 1984.1!   *+                                 !!          . 0 .   .          !
 1984.2!  + *                                 !!          .   .  0.          !
 1984.3!   +       *                          !!          .   .   .       0  !
 1984.4!      *   +                           !!       0  .   .   .          !
 1985.1! *  +                                 !!         0.   .   .          !
 1985.2! + *                                  !!          .   .   0          !
 1985.3!  +  *                                !!          .   .   .0         !
 1985.4!      +*                              !!          .   .  0.          !
 1986.1!      *+                              !!          .0  .   .          !
 1986.2!  *  +                                !!        0 .   .   .          !
 1986.3!  +*                                  !!          .   .  0.          !
 1986.4!   *+                                 !!          .  0.   .          !
 1987.1!    +*                                !!          .   .0  .          !
 1987.2!      +  *                            !!          .   .   . 0        !
 1987.3!     *    +                           !!      0   .   .   .          !
 1987.4!     *+                               !!          .0  .   .          !
 1988.1!     +*                               !!          .   . 0 .          !
 1988.2!       +                              !!          .   0   .          !
 1988.3*        +                             !0          .   .   .          !
 1988.4*+                                     !!          .  0.   .          !
 1989.1!+ *                                   !!          .   .  0.          !
 1989.2!   +                                  !!          .   0   .          !
 1989.3!*   +                                 !!       0  .   .   .          !
 1989.4* +                                    !!          .0  .   .          !
 1990.1! +                                    !!          .   .0  .          !
 1990.2!  +*                                  !!          .   .0  .          !
 1990.3!   *+                                 !!          . 0 .   .          !
 1990.4!    + *                               !!          .   . 0 .          !
 1991.1!       +  *                           !!          .   .   .0         !
 1991.2!         *+                           !!          .0  .   .          !
 1991.3!       * +                            !!          0   .   .          !
 1991.4!        + *                           !!          .   .  0.          !
 1992.1!          *+                          !!          .  0.   .          !
 1992.2!           +*                         !!          .   .  0.          !
 1992.3!          *  +                        !!        0 .   .   .          !
 1992.4!           + *                        !!          .   .  0.          !
 1993.1!             +                        !!          .   0   .          !
 1993.2!             *+                       !!          . 0 .   .          !
 1993.3!             +*                       !!          .   . 0 .          !
 1993.4!               +                      !!          .   0   .          !
 1994.1!             * +                      !!          0   .   .          !
 1994.2!             + *                      !!          .   .  0.          !
 1994.3!              *+                      !!          .0  .   .          !
 1994.4!              + *                     !!          .   . 0 .          !
 1995.1!               *+                     !!          . 0 .   .          !
 1995.2!                +                     !!          .   .0  .          !
 1995.3!                *+                    !!          . 0 .   .          !
 1995.4!                +*                    !!          .   0   .          !
 1996.1!                 + *                  !!          .   .   0          !
 1996.2!                    +                 !!          .   0   .          !
 1996.3!                *   +                 !!      0   .   .   .          !
 1996.4!                +  *                  !!          .   .   .0         !
 1997.1!                   *+                 !!          . 0 .   .          !
 1997.2!                   +*                 !!          .   . 0 .          !
 1997.3!                 *  +                 !!         0.   .   .          !
 1997.4!                 +*                   !!          .   .0  .          !
 1998.1!                  +*                  !!          .   . 0 .          !
 1998.2!                   +                  !!          .   0   .          !
 1998.3!                  * +                 !!          . 0 .   .          !
 1998.4!                   +*                 !!          .   . 0 .          !
 1999.1!                    +                 !!          .   0   .          !
 1999.2!                    +                 !!          .   0   .          !
 1999.3!                   *+                 !!          . 0 .   .          !
 1999.4!                   +*                 !!          .   . 0 .          !
 2000.1!                    +                 !!          .   .0  .          !
 2000.2!                    +                 !!          .   0   .          !
 2000.3!                  * +                 !!          0   .   .          !
 2000.4!                  +*                  !!          .   . 0 .          !
 2001.1!                   + *                !!          .   .   0          !
 2001.2!                   * +                !!          . 0 .   .          !
 2001.3!                 * +                  !!          .0  .   .          !
 2001.4!                 +*                   !!          .   .0  .          !
 2002.1!                  + *                 !!          .   .   .0         !
 2002.2!                    +                 !!          .   0   .          !
 2002.3!                   *+                 !!          .0  .   .          !
 2002.4!                   +   *              !!          .   .   .   0      !
 2003.1!                       +              !!          .  0.   .          !
 2003.2!                       +*             !!          .   . 0 .          !
 2003.3!                      * +             !!          0   .   .          !
 2003.4!                      +    *          !!          .   .   .   0      !
 2004.1!                           +*         !!          .   .0  .          !
 2004.2!                            +         !!          .   .0  .          !
 2004.3!                         *  +         !!         0.   .   .          !
 2004.4!                          + *         !!          .   .   0          !
 2005.1!                             + *      !!          .   .   0          !
 2005.2!                              *+      !!          . 0 .   .          !
 2005.3!                           *  +       !!          0   .   .          !
 2005.4!                            +  *      !!          .   .   .0         !
 2006.1!                               +*     !!          .   .  0.          !
 2006.2!                                +     !!          .   0   .          !
 2006.3!                               *+     !!          .0  .   .          !
 2006.4!                               + *    !!          .   .  0.          !
 2007.1!                                 +*   !!          .   . 0 .          !
 2007.2!                                  +   !!          .   0   .          !
 2007.3!                                 *+   !!          .  0.   .          !
 2007.4!                                 + *  !!          .   .   0          !
 2008.1!                                   *+ !!          .  0.   .          !
 2008.2!                                   +* !!          .   . 0 .          !
 2008.3!                                 *  + !!        0 .   .   .          !
 2008.4!                                *+    !!          . 0 .   .          !
 2009.1!                                +   * !!          .   .   . 0        !
 2009.2!                                   +  *!          .   .   0          !
 2009.3!                                    * +!          0   .   .          !
 2009.4!                                    + *!          .   .  0.          !
 2010.1!                                     *+!          .  0.   .          !
 2010.2!                                   * +!!          . 0 .   .          !
 2010.3!                                 * +  !!          .0  .   .          !
 2010.4!                                 +*   !!          .   . 0 .          !
 2011.1!                                  +*  !!          .   .0  .          !
 2011.2!                                   +  !!          .   .0  .          !
 2011.3!                                 *  + !!          0   .   .          !
 2011.4!                                 +*   !!          .   . 0 .          !
 2012.1!                                  +*  !!          .   .0  .          !
 2012.2!                                   +  !!          .  0.   .          !
 2012.3!                                 * +  !!          .0  .   .          !
 2012.4!                                 + *  !!          .   .  0.          !


     26.19 percent of the residuals exceed 1 SE
      3.97 percent of the residuals exceed 2 SE
@@EQ  383 LAARUIT C LARUIT(-1) PRUIT;SMPL 1992.3 2012.4;OLS;EST  383 PLOT=0;EN
@@EQ  384 LAAUEIT C LAUEIT(-1) PUEIT;SMPL 1993.1 2012.4;OLS;EST  384 PLOT=0;EN
@EQ   385 LAAEGIT C LAEGIT(-1) PEGIT;SMPL 1981.3 2012.4;OLS;EST  385 PLOT=0;EN
@EQ   386 LAAISIT C LAISIT(-1) PISIT;SMPL 1966.1 2012.4;OLS;EST  386 PLOT=0;EN
@EQ   387 LAAKEIT C LAKEIT(-1) PKEIT;SMPL 1966.1 2012.4;OLS;EST  387 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBAIT=BAPX$/ITPMM;                                                      
 GENR LAABAIT=LOG(AABAIT+.00001);                                             
 GENR LABAIT=LOG(ABAIT+.00001);                                               
 LHS AABAIT=EXP(LAABAIT)-.00001;                                              
  EQ  388 LAABAIT C LABAIT(-1) PBAIT;                                         
EQUATION 524  LAABAIT  
   RHS     C  LABAIT(-1)  PBAIT  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  524 PLOT=0;END;                                                     

Equation number =  524
**********************

Dependent variable = LAABAIT 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -7.465496282

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.480311706       0.275098975  -5.38101     1.000000
11981 LABAIT  ( -1)       0.734171301       0.046554297  15.77022    -7.481924
11979 PBAIT   (  0)      -0.295829200       0.056923652  -5.19695     1.663700

SE of equation            =     0.235883614
Sum of squared residuals  =  8.84693165       0.225375274E-10
Average absolute error    =     0.170422374
Sum of ABS residuals      =  27.6084246    
R squared                 =   0.89441
Durbin-Watson statistic   =   2.14741
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!    * +                               !!          . 0 .   .          !
 1972.4!   *  +                               !!          0   .   .          !
 1973.1!     +         *                      !!          .   .   .         0!
 1973.2!          *   +                       !!        0 .   .   .          !
 1973.3!        *  +                          !!          0   .   .          !
 1973.4! *     +                              !!     0    .   .   .          !
 1974.1+  *                                   !!          .   .   0          !
 1974.2! *  +                                 !!        0 .   .   .          !
 1974.3!  +   *                               !!          .   .   .0         !
 1974.4!      +*                              !!          .   . 0 .          !
 1975.1!     * +                              !!          .0  .   .          !
 1975.2!*     +                               !!     0    .   .   .          !
 1975.3!  +    *                              !!          .   .   . 0        !
 1975.4!       + *                            !!          .   . 0 .          !
 1976.1!          +    *                      !!          .   .   .   0      !
 1976.2!             *+                       !!          .  0.   .          !
 1976.3!            + *                       !!          .   . 0 .          !
 1976.4!             + *                      !!          .   .  0.          !
 1977.1!              +*                      !!          .   .  0.          !
 1977.2!             *+                       !!          . 0 .   .          !
 1977.3!       *    +                         !!       0  .   .   .          !
 1977.4!     * +                              !!          0   .   .          !
 1978.1!   *  +                               !!          0   .   .          !
 1978.2!     +         *                      !!          .   .   .          0
 1978.3!         *   +                        !!       0  .   .   .          !
 1978.4!          +   *                       !!          .   .   . 0        !
 1979.1!              +                       !!          .   .0  .          !
 1979.2!              +  *                    !!          .   .   .0         !
 1979.3!                + *                   !!          .   . 0 .          !
 1979.4!                + *                   !!          .   . 0 .          !
 1980.1!              *  +                    !!          0   .   .          !
 1980.2!        *     +                       !!     0    .   .   .          !
 1980.3!      *   +                           !!       0  .   .   .          !
 1980.4!         + *                          !!          .   .  0.          !
 1981.1!           *  +                       !!         0.   .   .          !
 1981.2!     *      +                         !!    0     .   .   .          !
 1981.3!      * +                             !!          . 0 .   .          !
 1981.4!          +  *                        !!          .   .   0          !
 1982.1!             * +                      !!          .0  .   .          !
 1982.2!        *     +                       !!     0    .   .   .          !
 1982.3!         * +                          !!          0   .   .          !
 1982.4!           + *                        !!          .   .  0.          !
 1983.1!          *    +                      !!       0  .   .   .          !
 1983.2!           *+                         !!          . 0 .   .          !
 1983.3!             +     *                  !!          .   .   .    0     !
 1983.4!                 *+                   !!          . 0 .   .          !
 1984.1!                +  *                  !!          .   .   .0         !
 1984.2!                 +  *                 !!          .   .   .0         !
 1984.3!                 +  *                 !!          .   .   .0         !
 1984.4!               *+                     !!          .  0.   .          !
 1985.1!      *   +                           !!         0.   .   .          !
 1985.2!   +    *                             !!          .   .   .  0       !
 1985.3!        +  *                          !!          .   .   .0         !
 1985.4!            *+                        !!          .  0.   .          !
 1986.1!              +                       !!          .   .0  .          !
 1986.2!               +*                     !!          .   .0  .          !
 1986.3!               * +                    !!          .0  .   .          !
 1986.4!                 +                    !!          .   0   .          !
 1987.1!                   +    *             !!          .   .   .   0      !
 1987.2!                      *  +            !!          0   .   .          !
 1987.3!                    * +               !!          .0  .   .          !
 1987.4!                     *+               !!          .  0.   .          !
 1988.1!                      +         *     !!          .   .   .         0!
 1988.2!                       *      +       !!    0     .   .   .          !
 1988.3!                      *+              !!          .  0.   .          !
 1988.4!                     *+               !!          . 0 .   .          !
 1989.1!                  *   +               !!        0 .   .   .          !
 1989.2!                   +                  !!          .   0   .          !
 1989.3!                    + *               !!          .   .  0.          !
 1989.4!                     * +              !!          .0  .   .          !
 1990.1!                  *   +               !!       0  .   .   .          !
 1990.2!                    +*                !!          .   . 0 .          !
 1990.3!                      + *             !!          .   . 0 .          !
 1990.4!                      *  +            !!          0   .   .          !
 1991.1!                 *     +              !!     0    .   .   .          !
 1991.2!                   +*                 !!          .   . 0 .          !
 1991.3!                     *+               !!          .   0   .          !
 1991.4!                       +   *          !!          .   .   . 0        !
 1992.1!                        *  +          !!          0   .   .          !
 1992.2!                         +            !!          .  0.   .          !
 1992.3!                         *+           !!          .  0.   .          !
 1992.4!                          +           !!          .   .0  .          !
 1993.1!                          +           !!          .  0.   .          !
 1993.2!                       *  +           !!         0.   .   .          !
 1993.3!                        +*            !!          .   .0  .          !
 1993.4!                         + *          !!          .   .  0.          !
 1994.1!                           +          !!          .   0   .          !
 1994.2!                          *+          !!          . 0 .   .          !
 1994.3!                          +*          !!          .   .0  .          !
 1994.4!                           +*         !!          .   .0  .          !
 1995.1!                            +*        !!          .   . 0 .          !
 1995.2!                             +        !!          .   0   .          !
 1995.3!                            *+        !!          . 0 .   .          !
 1995.4!                           *+         !!          .  0.   .          !
 1996.1!                         * +          !!          .0  .   .          !
 1996.2!                         *+           !!          .   0   .          !
 1996.3!                          +*          !!          .   .0  .          !
 1996.4!                         * +          !!          . 0 .   .          !
 1997.1!                          +*          !!          .   . 0 .          !
 1997.2!                          *+          !!          .  0.   .          !
 1997.3!                          +           !!          .   0   .          !
 1997.4!                          + *         !!          .   .  0.          !
 1998.1!                           +*         !!          .   . 0 .          !
 1998.2!                            +*        !!          .   . 0 .          !
 1998.3!                            +         !!          .  0.   .          !
 1998.4!                            +         !!          .   0   .          !
 1999.1!                           +*         !!          .   0   .          !
 1999.2!                           +          !!          .   .0  .          !
 1999.3!                          *+          !!          .  0.   .          !
 1999.4!                     *    +           !!       0  .   .   .          !
 2000.1!                       + *            !!          .   .   0          !
 2000.2!                         +*           !!          .   .0  .          !
 2000.3!                          +           !!          .   0   .          !
 2000.4!                         +*           !!          .   .0  .          !
 2001.1!                          +  *        !!          .   .   0          !
 2001.2!                            +*        !!          .   . 0 .          !
 2001.3!                           *+         !!          .  0.   .          !
 2001.4!                          +           !!          .   0   .          !
 2002.1!                         + *          !!          .   . 0 .          !
 2002.2!                          +           !!          .  0.   .          !
 2002.3!                        * +           !!          .0  .   .          !
 2002.4!                        +             !!          .   0   .          !
 2003.1!                        *+            !!          . 0 .   .          !
 2003.2!                         +            !!          .   0   .          !
 2003.3!                         +*           !!          .   0   .          !
 2003.4!                          +*          !!          .   .0  .          !
 2004.1!                         * +          !!          .0  .   .          !
 2004.2!                          +           !!          .   0   .          !
 2004.3!                          +*          !!          .   .0  .          !
 2004.4!                            +         !!          .   0   .          !
 2005.1!                           *+         !!          .  0.   .          !
 2005.2!                           *+         !!          .  0.   .          !
 2005.3!                          * +         !!          . 0 .   .          !
 2005.4!                           +          !!          .   0   .          !
 2006.1!                           + *        !!          .   .  0.          !
 2006.2!                             +        !!          .   0   .          !
 2006.3!                             +*       !!          .   .0  .          !
 2006.4!                              +*      !!          .   . 0 .          !
 2007.1!                              +       !!          .   0   .          !
 2007.2!                            * +       !!          .0  .   .          !
 2007.3!                            +         !!          .  0.   .          !
 2007.4!                            +         !!          .   0   .          !
 2008.1!                            *+        !!          .  0.   .          !
 2008.2!                             +        !!          .   .0  .          !
 2008.3!                             *+       !!          .  0.   .          !
 2008.4!                             + *      !!          .   .  0.          !
 2009.1!                              + *     !!          .   .  0.          !
 2009.2!                               + *    !!          .   . 0 .          !
 2009.3!                                +*    !!          .   .0  .          !
 2009.4!                                +*    !!          .   .0  .          !
 2010.1!                              * +     !!          .0  .   .          !
 2010.2!                              +*      !!          .   . 0 .          !
 2010.3!                              + *     !!          .   . 0 .          !
 2010.4!                               + *    !!          .   .  0.          !
 2011.1!                                +*    !!          .   .0  .          !
 2011.2!                                +   * !!          .   .   .0         !
 2011.3!                                  + * !!          .   .  0.          !
 2011.4!                                  +   *!          .   .   .0         !
 2012.1!                                   *+ !!          .  0.   .          !
 2012.2!                                 + *  !!          .   .  0.          !
 2012.3!                                  +   !!          .   0   .          !
 2012.4!                                +    *!!          .   .   .  0       !


     27.16 percent of the residuals exceed 1 SE
      6.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKIT=HKPX$/ITPMM;                                                      
 GENR LAAHKIT=LOG(AAHKIT+.00001);                                             
 GENR LAHKIT=LOG(AHKIT+.00001);                                               
 LHS AAHKIT=EXP(LAAHKIT)-.00001;                                              
  EQ  389 LAAHKIT C LAHKIT(-1) PHKIT;                                         
EQUATION 525  LAAHKIT  
   RHS     C  LAHKIT(-1)  PHKIT  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  525 PLOT=0;END;                                                     

Equation number =  525
**********************

Dependent variable = LAAHKIT 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.696085347

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.221272242       0.079705287  -2.77613     1.000000
11984 LAHKIT  ( -1)       0.937076503       0.020167045  46.46573    -5.708339
11982 PHKIT   (  0)      -0.067324617       0.024099218  -2.79364     1.866517

SE of equation            =     0.136667306
Sum of squared residuals  =  3.45542123      -0.141868739E-10
Average absolute error    =     0.089784028
Sum of ABS residuals      =  16.8793972    
R squared                 =   0.98171
Durbin-Watson statistic   =   2.20956
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     * +                              !!           0  .  .           !
 1966.2!  *   +                               !!       0   .  .  .           !
 1966.3!  +                                   !!           .  .0 .           !
 1966.4!  *+                                  !!           .0 .  .           !
 1967.1!  +        *                          !!           .  .  .           0
 1967.2!           +*                         !!           .  .  0           !
 1967.3!          * +                         !!          0.  .  .           !
 1967.4!          +                           !!           .  0  .           !
 1968.1!        * +                           !!           0  .  .           !
 1968.2!        + *                           !!           .  . 0.           !
 1968.3!         +  *                         !!           .  .  .0          !
 1968.4!            +                         !!           .  0  .           !
 1969.1!      *    +                          !!    0      .  .  .           !
 1969.2!      + *                             !!           .  .  .0          !
 1969.3!        +                             !!           .  .0 .           !
 1969.4!        + *                           !!           .  .  . 0         !
 1970.1!        * +                           !!          0.  .  .           !
 1970.2!        +   *                         !!           .  .  .    0      !
 1970.3!            +*                        !!           .  .0 .           !
 1970.4!           *+                         !!           . 0.  .           !
 1971.1!           + *                        !!           .  .  0           !
 1971.2!            *+                        !!           .0 .  .           !
 1971.3!           *+                         !!           . 0.  .           !
 1971.4!       *   +                          !!      0    .  .  .           !
 1972.1!       +  *                           !!           .  .  . 0         !
 1972.2!          +                           !!           .  0  .           !
 1972.3!         *+                           !!           .0 .  .           !
 1972.4!       * +                            !!           0  .  .           !
 1973.1!   *   +                              !!       0   .  .  .           !
 1973.2! * +                                  !!         0 .  .  .           !
 1973.3! +*                                   !!           .  . 0.           !
 1973.4! *+                                   !!           .0 .  .           !
 1974.1!+    *                                !!           .  .  .     0     !
 1974.2! *   +                                !!        0  .  .  .           !
 1974.3! +                                    !!           . 0.  .           !
 1974.4* +                                    !!           0  .  .           !
 1975.1!+   *                                 !!           .  .  .   0       !
 1975.2!      +*                              !!           .  . 0.           !
 1975.3!       *+                             !!           .  0  .           !
 1975.4!        + *                           !!           .  .  0           !
 1976.1!          *+                          !!           .0 .  .           !
 1976.2!           +                          !!           . 0.  .           !
 1976.3!          *+                          !!           .0 .  .           !
 1976.4!           + *                        !!           .  .  0           !
 1977.1!            *+                        !!           .0 .  .           !
 1977.2!            *+                        !!           . 0.  .           !
 1977.3!             +                        !!           .  0  .           !
 1977.4!             +*                       !!           .  .0 .           !
 1978.1!          *   +                       !!        0  .  .  .           !
 1978.2!           +*                         !!           .  .0 .           !
 1978.3!             +*                       !!           .  . 0.           !
 1978.4!               +*                     !!           .  . 0.           !
 1979.1!               * +                    !!           .0 .  .           !
 1979.2!                +*                    !!           .  .  0           !
 1979.3!                  +*                  !!           .  . 0.           !
 1979.4!                    +                 !!           .  0  .           !
 1980.1!                     +*               !!           .  . 0.           !
 1980.2!                      +               !!           .  0  .           !
 1980.3!                      *+              !!           . 0.  .           !
 1980.4!                      *+              !!           . 0.  .           !
 1981.1!                    *  +              !!          0.  .  .           !
 1981.2!                 *   +                !!       0   .  .  .           !
 1981.3!                 +*                   !!           .  0  .           !
 1981.4!                 *+                   !!           .0 .  .           !
 1982.1!                  +                   !!           .  .0 .           !
 1982.2!                 * +                  !!          0.  .  .           !
 1982.3!                 +                    !!           . 0.  .           !
 1982.4!                *+                    !!           .0 .  .           !
 1983.1!               * +                    !!           0  .  .           !
 1983.2!                +*                    !!           .  . 0.           !
 1983.3!                  +                   !!           .  0  .           !
 1983.4!                 * +                  !!           0  .  .           !
 1984.1!                * +                   !!           .0 .  .           !
 1984.2!                 +                    !!           .  0  .           !
 1984.3!                 +*                   !!           .  .0 .           !
 1984.4!                  +                   !!           . 0.  .           !
 1985.1!                  +                   !!           . 0.  .           !
 1985.2!                 *+                   !!           . 0.  .           !
 1985.3!                  +                   !!           .  .0 .           !
 1985.4!                  *+                  !!           .0 .  .           !
 1986.1!                 *+                   !!           .0 .  .           !
 1986.2!                  +*                  !!           .  . 0.           !
 1986.3!                   +   *              !!           .  .  .  0        !
 1986.4!                        +             !!           .  .0 .           !
 1987.1!                        +*            !!           .  .0 .           !
 1987.2!                         +*           !!           .  0  .           !
 1987.3!                          +*          !!           .  .0 .           !
 1987.4!                           +          !!           . 0.  .           !
 1988.1!                           +*         !!           .  . 0.           !
 1988.2!                             +        !!           .  .0 .           !
 1988.3!                             +*       !!           .  .0 .           !
 1988.4!                             *+       !!           .0 .  .           !
 1989.1!                             +*       !!           .  . 0.           !
 1989.2!                             *+       !!           .0 .  .           !
 1989.3!                             +*       !!           .  .0 .           !
 1989.4!                           *  +       !!          0.  .  .           !
 1990.1!                            +         !!           .  .0 .           !
 1990.2!                            +*        !!           .  0  .           !
 1990.3!                             +*       !!           .  . 0.           !
 1990.4!                              +*      !!           .  .0 .           !
 1991.1!                               +      !!           .  .0 .           !
 1991.2!                               +*     !!           .  .0 .           !
 1991.3!                                +     !!           .  .0 .           !
 1991.4!                                +*    !!           .  .0 .           !
 1992.1!                                 +*   !!           .  . 0.           !
 1992.2!                                  +   !!           .  0  .           !
 1992.3!                                  +*  !!           .  .  0           !
 1992.4!                                   +  !!           .  0  .           !
 1993.1!                                   +* !!           .  . 0.           !
 1993.2!                                  * + !!           0  .  .           !
 1993.3!                                  +*  !!           .  .  0           !
 1993.4!                                   +  !!           .  0  .           !
 1994.1!                                  *+  !!           . 0.  .           !
 1994.2!                                  +   !!           .  0  .           !
 1994.3!                                  + * !!           .  .  0           !
 1994.4!                                   +  !!           .  0  .           !
 1995.1!                                   +  !!           .  0  .           !
 1995.2!                                  *+  !!           . 0.  .           !
 1995.3!                                  +*  !!           .  . 0.           !
 1995.4!                                  *+  !!           . 0.  .           !
 1996.1!                                  +   !!           .  0  .           !
 1996.2!                                  +*  !!           .  . 0.           !
 1996.3!                                   +  !!           .  0  .           !
 1996.4!                                  *+  !!           .0 .  .           !
 1997.1!                                  +   !!           .  0  .           !
 1997.2!                                 +*   !!           .  .0 .           !
 1997.3!                                  +   !!           .  .0 .           !
 1997.4!                                  +   !!           .  0  .           !
 1998.1!                                 +    !!           . 0.  .           !
 1998.2!                                 +*   !!           .  . 0.           !
 1998.3!                                 +*   !!           .  .0 .           !
 1998.4!                                  +   !!           . 0.  .           !
 1999.1!                                 *+   !!           .0 .  .           !
 1999.2!                                +*    !!           .  . 0.           !
 1999.3!                                 +*   !!           .  .0 .           !
 1999.4!                                  +   !!           .  .0 .           !
 2000.1!                                  +   !!           .  0  .           !
 2000.2!                                  +   !!           .  0  .           !
 2000.3!                                 +*   !!           .  .0 .           !
 2000.4!                                  +   !!           .  0  .           !
 2001.1!                                 *+   !!           .0 .  .           !
 2001.2!                                 +    !!           .  0  .           !
 2001.3!                                 +*   !!           .  . 0.           !
 2001.4!                                 *+   !!           . 0.  .           !
 2002.1!                                 +    !!           .  0  .           !
 2002.2!                                 +    !!           .  0  .           !
 2002.3!                                 +*   !!           .  . 0.           !
 2002.4!                                  +   !!           .  0  .           !
 2003.1!                                  +   !!           .  .0 .           !
 2003.2!                                  +   !!           .  0  .           !
 2003.3!                                  +*  !!           .  .0 .           !
 2003.4!                                   +  !!           . 0.  .           !
 2004.1!                                   +  !!           .  .0 .           !
 2004.2!                                   +* !!           .  .0 .           !
 2004.3!                                    + !!           .  0  .           !
 2004.4!                                    + !!           .  0  .           !
 2005.1!                                    + !!           .  .0 .           !
 2005.2!                                    +*!!           .  .0 .           !
 2005.3!                                     +!!           .  .0 .           !
 2005.4!                                     +!!           .  0  .           !
 2006.1!                                     +!!           .  0  .           !
 2006.2!                                     +!!           .  0  .           !
 2006.3!                                     +!!           .  0  .           !
 2006.4!                                     +!!           .  0  .           !
 2007.1!                                     +!!           . 0.  .           !
 2007.2!                                     +!!           .  .0 .           !
 2007.3!                                     +*!           .  0  .           !
 2007.4!                                     *+!           .  0  .           !
 2008.1!                                    * +!           .0 .  .           !
 2008.2!                                    +*!!           .  .0 .           !
 2008.3!                                     +!!           .  .0 .           !
 2008.4!                                     +*!           .  .0 .           !
 2009.1!                                      +!           .  0  .           !
 2009.2!                                      +!           .  0  .           !
 2009.3!                                     *+!           . 0.  .           !
 2009.4!                                    *+!!           . 0.  .           !
 2010.1!                                    + !!           . 0.  .           !
 2010.2!                                    + !!           .  .0 .           !
 2010.3!                                    +*!!           .  .0 .           !
 2010.4!                                   * +!!           0  .  .           !
 2011.1!                                   +  !!           .  0  .           !
 2011.2!                                   +  !!           .  .0 .           !
 2011.3!                                   +  !!           .  0  .           !
 2011.4!                                   *+ !!           .  0  .           !
 2012.1!                                  *+  !!           .0 .  .           !
 2012.2!                                  +   !!           .  0  .           !
 2012.3!                                  +*  !!           .  . 0.           !
 2012.4!                                 * +  !!           0  .  .           !


     18.09 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIIT=SIPX$/ITPMM;                                                      
 GENR LAASIIT=LOG(AASIIT+.00001);                                             
 GENR LASIIT=LOG(ASIIT+.00001);                                               
 LHS AASIIT=EXP(LAASIIT)-.00001;                                              
  EQ  390 LAASIIT C LASIIT(-1) PSIIT;                                         
EQUATION 526  LAASIIT  
   RHS     C  LASIIT(-1)  PSIIT  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST  526 PLOT=0;END;                                                     

Equation number =  526
**********************

Dependent variable = LAASIIT 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -6.405330295

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.749160903       0.212559189  -3.52448     1.000000
11987 LASIIT  ( -1)       0.871670628       0.036105674  24.14221    -6.410819
11985 PSIIT   (  0)      -0.037810155       0.026039099  -1.45205     1.799688

SE of equation            =     0.178789610
Sum of squared residuals  =  5.59400181      -0.597548677E-10
Average absolute error    =     0.126692022
Sum of ABS residuals      =  22.5511799    
R squared                 =   0.82457
Durbin-Watson statistic   =   2.58584
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3!* +                                   !!           . 0.  .           !
 1968.4! *+                                   !!           . 0.  .           !
 1969.1!*  +                                  !!           .0 .  .           !
 1969.2* +                                    !!           . 0.  .           !
 1969.3* +                                    !!           . 0.  .           !
 1969.4!*+                                    !!           . 0.  .           !
 1970.1! +*                                   !!           .  0  .           !
 1970.2! * +                                  !!           .0 .  .           !
 1970.3! *+                                   !!           . 0.  .           !
 1970.4!* +                                   !!           .0 .  .           !
 1971.1!  +*                                  !!           .  .0 .           !
 1971.2!  *  +                                !!           .0 .  .           !
 1971.3! *  +                                 !!           .0 .  .           !
 1971.4*   +                                  !!           0  .  .           !
 1972.1! +         *                          !!           .  .  .   0       !
 1972.2!            +   *                     !!           .  .  0           !
 1972.3!            *   +                     !!           0  .  .           !
 1972.4!     *       +                        !!        0  .  .  .           !
 1973.1!       +                              !!           .  0  .           !
 1973.2!     *  +                             !!           .0 .  .           !
 1973.3!      + *                             !!           .  .0 .           !
 1973.4!       * +                            !!           .0 .  .           !
 1974.1!       +   *                          !!           .  . 0.           !
 1974.2!           +*                         !!           .  .0 .           !
 1974.3!         *  +                         !!           .0 .  .           !
 1974.4!         *+                           !!           . 0.  .           !
 1975.1!       *  +                           !!           .0 .  .           !
 1975.2!    *    +                            !!           0  .  .           !
 1975.3!      +                               !!           .  0  .           !
 1975.4!       +                              !!           .  0  .           !
 1976.1!        +                             !!           .  0  .           !
 1976.2!         +   *                        !!           .  . 0.           !
 1976.3!             +*                       !!           .  .0 .           !
 1976.4!              +                       !!           . 0.  .           !
 1977.1!              +*                      !!           .  .0 .           !
 1977.2!              *+                      !!           . 0.  .           !
 1977.3!              +                       !!           .  0  .           !
 1977.4!              *+                      !!           .  0  .           !
 1978.1!           *  +                       !!           .0 .  .           !
 1978.2!            +                         !!           .  0  .           !
 1978.3!             +*                       !!           .  .0 .           !
 1978.4!               +   *                  !!           .  .  0           !
 1979.1!                  *+                  !!           . 0.  .           !
 1979.2!                  +  *                !!           .  . 0.           !
 1979.3!                    *+                !!           . 0.  .           !
 1979.4!                    + *               !!           .  . 0.           !
 1980.1!                     +  *             !!           .  . 0.           !
 1980.2!                   *    +             !!           0  .  .           !
 1980.3!                 * +                  !!           .0 .  .           !
 1980.4!                 +        *           !!           .  .  .  0        !
 1981.1!              *         +             !!      0    .  .  .           !
 1981.2!             *+                       !!           . 0.  .           !
 1981.3!           * +                        !!           . 0.  .           !
 1981.4!           +*                         !!           .  .0 .           !
 1982.1!         *   +                        !!           0  .  .           !
 1982.2!         +*                           !!           .  .0 .           !
 1982.3!          + *                         !!           .  .0 .           !
 1982.4!            +                         !!           .  0  .           !
 1983.1!           *+                         !!           . 0.  .           !
 1983.2!           +         *                !!           .  .  .   0       !
 1983.3!                *   +                 !!           0  .  .           !
 1983.4!                +   *                 !!           .  .  0           !
 1984.1!                 * +                  !!           .0 .  .           !
 1984.2!                +   *                 !!           .  .  0           !
 1984.3!                   +*                 !!           .  0  .           !
 1984.4!                   +  *               !!           .  . 0.           !
 1985.1!                     +    *           !!           .  .  .0          !
 1985.2!                    *    +            !!          0.  .  .           !
 1985.3!               *   +                  !!           0  .  .           !
 1985.4!              *+                      !!           . 0.  .           !
 1986.1!              +  *                    !!           .  . 0.           !
 1986.2!                 +                    !!           .  0  .           !
 1986.3!                 + *                  !!           .  .0 .           !
 1986.4!                   +    *             !!           .  .  .0          !
 1987.1!                      *+              !!           . 0.  .           !
 1987.2!                      + *             !!           .  . 0.           !
 1987.3!                      *+              !!           . 0.  .           !
 1987.4!                     +      *         !!           .  .  . 0         !
 1988.1!                           +*         !!           .  .0 .           !
 1988.2!                           +       *  !!           .  .  .  0        !
 1988.3!                                 +*   !!           .  .0 .           !
 1988.4!                                +     *!           .  .  .0          !
 1989.1!                                *  +  !!           .0 .  .           !
 1989.2!                               + *    !!           .  . 0.           !
 1989.3!                               + *    !!           .  .0 .           !
 1989.4!                                +*    !!           .  .0 .           !
 1990.1!                               *+     !!           .  0  .           !
 1990.2!                              +    *  !!           .  .  .0          !
 1990.3!                                *+    !!           . 0.  .           !
 1990.4!                               +      !!           .  0  .           !
 1991.1!                           * +        !!           .0 .  .           !
 1991.2!                          +*          !!           .  0  .           !
 1991.3!                          +*          !!           .  .0 .           !
 1991.4!                          + *         !!           .  .0 .           !
 1992.1!                           + *        !!           .  .0 .           !
 1992.2!                            +*        !!           .  .0 .           !
 1992.3!                            +  *      !!           .  . 0.           !
 1992.4!                              +    *  !!           .  .  .0          !
 1993.1!                                 +*   !!           .  .0 .           !
 1993.2!                                +*    !!           .  .0 .           !
 1993.3!                               +   *  !!           .  .  0           !
 1993.4!                                 +    *!           .  .  .0          !
 1994.1!                                    +*!!           .  .0 .           !
 1994.2!                                   +* !!           .  .0 .           !
 1994.3!                            *     +   !!          0.  .  .           !
 1994.4!                           +      *   !!           .  .  .0          !
 1995.1!                            *   +     !!           0  .  .           !
 1995.2!                           +        * !!           .  .  .  0        !
 1995.3!                                  +*  !!           .  .0 .           !
 1995.4!                              *  +    !!           .0 .  .           !
 1996.1!                       *     +        !!         0 .  .  .           !
 1996.2!                       + *            !!           .  .0 .           !
 1996.3!                      * +             !!           .0 .  .           !
 1996.4!                      +  *            !!           .  . 0.           !
 1997.1!                       * +            !!           . 0.  .           !
 1997.2!                      *+              !!           . 0.  .           !
 1997.3!                     *+               !!           . 0.  .           !
 1997.4!                     +    *           !!           .  .  0           !
 1998.1!                         +            !!           .  0  .           !
 1998.2!                         +*           !!           .  .0 .           !
 1998.3!                         *+           !!           . 0.  .           !
 1998.4!                    *    +            !!           0  .  .           !
 1999.1!                    +                 !!           .  0  .           !
 1999.2!                    + *               !!           .  . 0.           !
 1999.3!                   *  +               !!           .0 .  .           !
 1999.4!                 * +                  !!           .0 .  .           !
 2000.1!                 +                    !!           .  0  .           !
 2000.2!                  +                   !!           .  0  .           !
 2000.3!                  +*                  !!           .  0  .           !
 2000.4!                   + *                !!           .  .0 .           !
 2001.1!                   * +                !!           . 0.  .           !
 2001.2!                 * +                  !!           . 0.  .           !
 2001.3!                  +                   !!           .  0  .           !
 2001.4!              *   +                   !!           0  .  .           !
 2002.1!              *+                      !!           .  0  .           !
 2002.2!               + *                    !!           .  .0 .           !
 2002.3!               *  +                   !!           .0 .  .           !
 2002.4!                +                     !!           .  0  .           !
 2003.1!           *     +                    !!          0.  .  .           !
 2003.2!             +     *                  !!           .  .  . 0         !
 2003.3!               *    +                 !!          0.  .  .           !
 2003.4!              * +                     !!           . 0.  .           !
 2004.1!               *+                     !!           . 0.  .           !
 2004.2!               *+                     !!           . 0.  .           !
 2004.3!                + *                   !!           .  . 0.           !
 2004.4!               *   +                  !!           0  .  .           !
 2005.1!                +               *     !!           .  .  .       0   !
 2005.2!          *                    +      !0           .  .  .           !
 2005.3!            +                         !!           .  0  .           !
 2005.4!             +    *                   !!           .  .  .0          !
 2006.1!               *   +                  !!           0  .  .           !
 2006.2!              * +                     !!           . 0.  .           !
 2006.3!               + *                    !!           .  .0 .           !
 2006.4!                * +                   !!           . 0.  .           !
 2007.1!                 +      *             !!           .  .  . 0         !
 2007.2!                *       +             !!        0  .  .  .           !
 2007.3!                 +*                   !!           .  .0 .           !
 2007.4!                * +                   !!           .0 .  .           !
 2008.1!              *  +                    !!           .0 .  .           !
 2008.2!            *   +                     !!           .0 .  .           !
 2008.3!              +                       !!           .  0  .           !
 2008.4!               *+                     !!           . 0.  .           !
 2009.1!            *   +                     !!           0  .  .           !
 2009.2!              +*                      !!           .  .0 .           !
 2009.3!            *   +                     !!           0  .  .           !
 2009.4!             +*                       !!           .  0  .           !
 2010.1!               +  *                   !!           .  . 0.           !
 2010.2!                 *+                   !!           . 0.  .           !
 2010.3!                 *+                   !!           .  0  .           !
 2010.4!                  +     *             !!           .  .  .0          !
 2011.1!                        +*            !!           .  .0 .           !
 2011.2!                         + *          !!           .  . 0.           !
 2011.3!                      *    +          !!          0.  .  .           !
 2011.4!                      +               !!           .  0  .           !
 2012.1!                     *+               !!           . 0.  .           !
 2012.2!                     +     *          !!           .  .  .0          !
 2012.3!                   *       +          !!         0 .  .  .           !
 2012.4!                    + *               !!           .  .0 .           !


     24.16 percent of the residuals exceed 1 SE
      5.06 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PVIIT=VIPX$/ITPMM;                                                      
 GENR LAAVIIT=LOG(AAVIIT+.00001);                                             
 GENR LAVIIT=LOG(AVIIT+.00001);                                               
 LHS AAVIIT=EXP(LAAVIIT)-.00001;                                              
  EQ  391 LAAVIIT C LAVIIT(-1) PVIIT;                                         
EQUATION 527  LAAVIIT  
   RHS     C  LAVIIT(-1)  PVIIT  
 SMPL 1983.3 2012.4;                                                          
Sample period is now  1983.3 to  2012.4 Internally:   127 to   244
 OLS;EST  527 PLOT=0;END;                                                     

Equation number =  527
**********************

Dependent variable = LAAVIIT 

 1983.3 -   2012.4,    0 missing obs.,  118 obs. used.

Mean of dependent variable       -8.131829753

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.067222407       0.278198106   0.24164     1.000000
11990 LAVIIT  ( -1)       0.949698316       0.028176558  33.70526    -8.178818
11988 PVIIT   (  0)      -0.345629173       0.275856746  -1.25293     1.248861

SE of equation            =     0.453245102
Sum of squared residuals  =  23.6245791      -0.187849736E-11
Average absolute error    =     0.379214164
Sum of ABS residuals      =  44.7472714    
R squared                 =   0.94226
Durbin-Watson statistic   =   3.29731
SMPL and No. Obs.         = 1983.3   2012.4    118

Plot of actual(*) and fitted(+) values and residuals(0)


 1983.3!* +                                   !!         .0   .    .         !
 1983.4!+ *                                   !!         .    .    0         !
 1984.1!  +                                   !!         .    0    .         !
 1984.2! *+                                   !!         .  0 .    .         !
 1984.3! +*                                   !!         .    . 0  .         !
 1984.4!  +   *                               !!         .    .    .0        !
 1985.1! *   +                                !!      0  .    .    .         !
 1985.2! +*                                   !!         .    .  0 .         !
 1985.3!  +                                   !!         .    0    .         !
 1985.4!   +    *                             !!         .    .    .   0     !
 1986.1! *      +                             !!0        .    .    .         !
 1986.2! +                                    !!         .   0.    .         !
 1986.3! +     *                              !!         .    .    .     0   !
 1986.4!      * +                             !!         .  0 .    .         !
 1987.1*       +                              !0         .    .    .         !
 1987.2!+     *                               !!         .    .    .     0   !
 1987.3!   *   +                              !!      0  .    .    .         !
 1987.4!  * +                                 !!         .0   .    .         !
 1988.1*   +                                  !!      0  .    .    .         !
 1988.2!+   *                                 !!         .    .    .  0      !
 1988.3!     +                                !!         .   0.    .         !
 1988.4!      +*                              !!         .    . 0  .         !
 1989.1!   *    +                             !!      0  .    .    .         !
 1989.2!    +                                 !!         .   0.    .         !
 1989.3!   * +                                !!         .0   .    .         !
 1989.4!    + *                               !!         .    .    0         !
 1990.1!       +                              !!         .   0.    .         !
 1990.2!    *   +                             !!       0 .    .    .         !
 1990.3!   * +                                !!         0    .    .         !
 1990.4!    +*                                !!         .    .0   .         !
 1991.1! *    +                               !!     0   .    .    .         !
 1991.2!  +   *                               !!         .    .    .0        !
 1991.3!    *  +                              !!         0    .    .         !
 1991.4!     + *                              !!         .    .   0.         !
 1992.1!     *  +                             !!        0.    .    .         !
 1992.2!      + *                             !!         .    . 0  .         !
 1992.3!        *+                            !!         .   0.    .         !
 1992.4!         +*                           !!         .    .0   .         !
 1993.1!       *   +                          !!      0  .    .    .         !
 1993.2!       + *                            !!         .    . 0  .         !
 1993.3!         +  *                         !!         .    .   0.         !
 1993.4!          * +                         !!         0    .    .         !
 1994.1!           + *                        !!         .    .    0         !
 1994.2!             *+                       !!         .  0 .    .         !
 1994.3!             + *                      !!         .    .   0.         !
 1994.4!               *+                     !!         .  0 .    .         !
 1995.1!               +     *                !!         .    .    .    0    !
 1995.2!                  *  +                !!        0.    .    .         !
 1995.3!                  + *                 !!         .    .   0.         !
 1995.4!                  *  +                !!         0    .    .         !
 1996.1!                   +*                 !!         .    .  0 .         !
 1996.2!                  * +                 !!         0    .    .         !
 1996.3!                  + *                 !!         .    .  0 .         !
 1996.4!                *   +                 !!       0 .    .    .         !
 1997.1!                 +      *             !!         .    .    .        0!
 1997.2!                       *+             !!         . 0  .    .         !
 1997.3!                      + *             !!         .    .  0 .         !
 1997.4!                      * +             !!         .0   .    .         !
 1998.1!                      +   *           !!         .    .    . 0       !
 1998.2!                       *  +           !!        0.    .    .         !
 1998.3!                       + *            !!         .    .    0         !
 1998.4!                       * +            !!         .0   .    .         !
 1999.1!                       +   *          !!         .    .    . 0       !
 1999.2!                       *  +           !!        0.    .    .         !
 1999.3!                       + *            !!         .    .   0.         !
 1999.4!                       * +            !!         .0   .    .         !
 2000.1!                       +   *          !!         .    .    .  0      !
 2000.2!                         * +          !!         .0   .    .         !
 2000.3!                        +  *          !!         .    .    0         !
 2000.4!                        *  +          !!         0    .    .         !
 2001.1!                        +   *         !!         .    .    .  0      !
 2001.2!                        *  +          !!         0    .    .         !
 2001.3!                        +   *         !!         .    .    . 0       !
 2001.4!                        *   +         !!        0.    .    .         !
 2002.1!                        +    *        !!         .    .    .   0     !
 2002.2!                         *   +        !!       0 .    .    .         !
 2002.3!                         +  *         !!         .    .    .0        !
 2002.4!                         *  +         !!         0    .    .         !
 2003.1!                         +   *        !!         .    .    . 0       !
 2003.2!                           * +        !!         .0   .    .         !
 2003.3!                           + *        !!         .    .   0.         !
 2003.4!                          *  +        !!       0 .    .    .         !
 2004.1!                          +  *        !!         .    .    .0        !
 2004.2!                          *  +        !!         0    .    .         !
 2004.3!                          +  *        !!         .    .    0         !
 2004.4!                          *  +        !!         0    .    .         !
 2005.1!                           +  *       !!         .    .    .0        !
 2005.2!                            * +       !!         .0   .    .         !
 2005.3!                            +*        !!         .    .  0 .         !
 2005.4!                             *+       !!         .   0.    .         !
 2006.1!                             + *      !!         .    .  0 .         !
 2006.2!                              *+      !!         .  0 .    .         !
 2006.3!                              +*      !!         .    .0   .         !
 2006.4!                              *+      !!         .   0.    .         !
 2007.1!                              +*      !!         .    . 0  .         !
 2007.2!                              * +     !!         .  0 .    .         !
 2007.3!                               +*     !!         .    . 0  .         !
 2007.4!                              * +     !!         . 0  .    .         !
 2008.1!                               + *    !!         .    .   0.         !
 2008.2!                               * +    !!         .0   .    .         !
 2008.3!                               +*     !!         .    . 0  .         !
 2008.4!                                +     !!         .   0.    .         !
 2009.1!                                + *   !!         .    .   0.         !
 2009.2!                               * +    !!         .0   .    .         !
 2009.3!                                +*    !!         .    . 0  .         !
 2009.4!                               * +    !!         .0   .    .         !
 2010.1!                               + *    !!         .    .   0.         !
 2010.2!                               * +    !!         .0   .    .         !
 2010.3!                               +  *   !!         .    .    0         !
 2010.4!                                * +   !!         . 0  .    .         !
 2011.1!                                + *   !!         .    .   0.         !
 2011.2!                                 *+   !!         .  0 .    .         !
 2011.3!                                  +*  !!         .    .   0.         !
 2011.4!                                   +* !!         .    .0   .         !
 2012.1!                                    + !!         .    .0   .         !
 2012.2!                                    + !!         .    0    .         !
 2012.3!                                    + *!         .    .   0.         !
 2012.4!                                     *+!         .   0.    .         !


     29.66 percent of the residuals exceed 1 SE
      3.39 percent of the residuals exceed 2 SE
@@EQ  392 LAANIIT C LANIIT(-1) PNIIT;SMPL 1981.3 2012.4;OLS;EST  392 PLOT=0;EN
@@EQ  393 LAAALIT C LAALIT(-1) PALIT;SMPL 1981.3 2012.4;OLS;EST  393 PLOT=0;EN
@@EQ  394 LAAIAIT C LAIAIT(-1) PIAIT;SMPL 1966.1 2012.4;OLS;EST  394 PLOT=0;EN
@@EQ  395 LAAINIT C LAINIT(-1) PINIT;SMPL 1981.3 2012.4;OLS;EST  395 PLOT=0;EN
@@EQ  396 LAAIQIT C LAIQIT(-1) PIQIT;SMPL 1997.2 2012.4;OLS;EST  396 PLOT=0;EN
@@EQ  397 LAAKUIT C LAKUIT(-1) PKUIT;SMPL 1973.3 2012.4;OLS;EST  397 PLOT=0;EN
@@EQ  398 LAALIIT C LALIIT(-1) PLIIT;SMPL 1981.3 2012.4;OLS;EST  398 PLOT=0;EN
@@EQ  399 LAAUAIT C LAUAIT(-1) PUAIT;SMPL 1981.3 2012.4;OLS;EST  399 PLOT=0;EN
@EQ   400 LAAUSNE C LAUSNE(-1) PUSNE;SMPL 1966.1 2012.4;OLS;EST  400 PLOT=0;EN
@EQ   401 LAACANE C LACANE(-1) PCANE;SMPL 1966.1 2012.4;OLS;EST  401 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJANE=JAPX$/NEPMM;                                                      
 GENR LAAJANE=LOG(AAJANE+.00001);                                             
 GENR LAJANE=LOG(AJANE+.00001);                                               
 LHS AAJANE=EXP(LAAJANE)-.00001;                                              
  EQ  402 LAAJANE C LAJANE(-1) PJANE;                                         
EQUATION 528  LAAJANE  
   RHS     C  LAJANE(-1)  PJANE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  528 PLOT=0;END;                                                     

Equation number =  528
**********************

Dependent variable = LAAJANE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.708836436

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.204169605       0.070666778  -2.88919     1.000000
11993 LAJANE  ( -1)       0.905738220       0.032240693  28.09301    -3.715799
11991 PJANE   (  0)      -0.092614512       0.047041679  -1.96878     1.502201

SE of equation            =     0.129317417
Sum of squared residuals  =  3.09375393      -0.280619972E-11
Average absolute error    =     0.094060728
Sum of ABS residuals      =  17.6834169    
R squared                 =   0.94623
Durbin-Watson statistic   =   2.40985
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!    +  *                              !!          .   .   . 0        !
 1966.2!    *   +                             !!       0  .   .   .          !
 1966.3! *  +                                 !!        0 .   .   .          !
 1966.4!  +     *                             !!          .   .   .     0    !
 1967.1*        +                             !0          .   .   .          !
 1967.2! +     *                              !!          .   .   .    0     !
 1967.3!       *+                             !!          .   0   .          !
 1967.4! *      +                             !!   0      .   .   .          !
 1968.1!   +     *                            !!          .   .   .     0    !
 1968.2!    *     +                           !!    0     .   .   .          !
 1968.3!   * +                                !!          .0  .   .          !
 1968.4!    +*                                !!          .   0   .          !
 1969.1! *    +                               !!      0   .   .   .          !
 1969.2!  +  *                                !!          .   .   0          !
 1969.3!     + *                              !!          .   . 0 .          !
 1969.4!      *+                              !!          . 0 .   .          !
 1970.1!       +                              !!          .  0.   .          !
 1970.2!       +*                             !!          .   .0  .          !
 1970.3!         + *                          !!          .   .  0.          !
 1970.4!          *+                          !!          . 0 .   .          !
 1971.1!          +   *                       !!          .   .   . 0        !
 1971.2!              + *                     !!          .   .  0.          !
 1971.3!              * +                     !!          0   .   .          !
 1971.4!             *+                       !!          .0  .   .          !
 1972.1!           * +                        !!          .0  .   .          !
 1972.2!            +*                        !!          .   .0  .          !
 1972.3!             +*                       !!          .   .0  .          !
 1972.4!              +*                      !!          .   . 0 .          !
 1973.1!          *    +                      !!      0   .   .   .          !
 1973.2!         *+                           !!          . 0 .   .          !
 1973.3!         +                            !!          .  0.   .          !
 1973.4!         +                            !!          .   0   .          !
 1974.1!         +   *                        !!          .   .   . 0        !
 1974.2!             +     *                  !!          .   .   .     0    !
 1974.3!                   +    *             !!          .   .   .  0       !
 1974.4!                    *  +              !!         0.   .   .          !
 1975.1!                  * +                 !!          0   .   .          !
 1975.2!            *     +                   !!     0    .   .   .          !
 1975.3!            *+                        !!          . 0 .   .          !
 1975.4!             +                        !!          .  0.   .          !
 1976.1!              +  *                    !!          .   .   .0         !
 1976.2!                 +*                   !!          .   . 0 .          !
 1976.3!                   + *                !!          .   .  0.          !
 1976.4!                   * +                !!          0   .   .          !
 1977.1!                   +  *               !!          .   .   .0         !
 1977.2!                    * +               !!          0   .   .          !
 1977.3!                    +                 !!          .   0   .          !
 1977.4!                    *+                !!          .  0.   .          !
 1978.1!                    +   *             !!          .   .   . 0        !
 1978.2!                     *  +             !!          0   .   .          !
 1978.3!                 *   +                !!      0   .   .   .          !
 1978.4!                 +   *                !!          .   .   .0         !
 1979.1!                     + *              !!          .   .   0          !
 1979.2!                   *   +              !!      0   .   .   .          !
 1979.3!                 * +                  !!         0.   .   .          !
 1979.4!                  +*                  !!          .   . 0 .          !
 1980.1!                    + *               !!          .   .  0.          !
 1980.2!                      *+              !!          .  0.   .          !
 1980.3!                       +              !!          .   .0  .          !
 1980.4!                        + *           !!          .   .   0          !
 1981.1!                      *    +          !!      0   .   .   .          !
 1981.2!                    * +               !!          .0  .   .          !
 1981.3!                   * +                !!          .0  .   .          !
 1981.4!                   +  *               !!          .   .   0          !
 1982.1!                   *  +               !!        0 .   .   .          !
 1982.2!                    +*                !!          .   .  0.          !
 1982.3!                     *+               !!          .  0.   .          !
 1982.4!                   *  +               !!          0   .   .          !
 1983.1!                    +*                !!          .   .0  .          !
 1983.2!                    *+                !!          .  0.   .          !
 1983.3!                     +*               !!          .   . 0 .          !
 1983.4!                     * +              !!          . 0 .   .          !
 1984.1!                      +               !!          .   0   .          !
 1984.2!                      +               !!          .  0.   .          !
 1984.3!                     *+               !!          . 0 .   .          !
 1984.4!                   * +                !!          0   .   .          !
 1985.1!                   +*                 !!          .   .0  .          !
 1985.2!                     +*               !!          .   . 0 .          !
 1985.3!                      +               !!          .   0   .          !
 1985.4!                       + *            !!          .   .  0.          !
 1986.1!                         +*           !!          .   .  0.          !
 1986.2!                          +*          !!          .   . 0 .          !
 1986.3!                           +*         !!          .   .0  .          !
 1986.4!                          * +         !!          .0  .   .          !
 1987.1!                          +   *       !!          .   .   .  0       !
 1987.2!                             *+       !!          . 0 .   .          !
 1987.3!                           *+         !!          . 0 .   .          !
 1987.4!                           +          !!          .   0   .          !
 1988.1!                           +   *      !!          .   .   . 0        !
 1988.2!                              +       !!          .   0   .          !
 1988.3!                            * +       !!          . 0 .   .          !
 1988.4!                            +         !!          .   0   .          !
 1989.1!                           + *        !!          .   . 0 .          !
 1989.2!                            +*        !!          .   0   .          !
 1989.3!                            +*        !!          .   0   .          !
 1989.4!                            + *       !!          .   .  0.          !
 1990.1!                              +       !!          .   0   .          !
 1990.2!                              +*      !!          .   .0  .          !
 1990.3!                               +*     !!          .   . 0 .          !
 1990.4!                                + *   !!          .   .   0          !
 1991.1!                                  +*  !!          .   .0  .          !
 1991.2!                                 *+   !!          .  0.   .          !
 1991.3!                                 +    !!          .   .0  .          !
 1991.4!                                 +  * !!          .   .   0          !
 1992.1!                                   +  !!          .   0   .          !
 1992.2!                                  +  *!!          .   .   0          !
 1992.3!                                   *+ !!          . 0 .   .          !
 1992.4!                                  *+  !!          .  0.   .          !
 1993.1!                                  + * !!          .   .   0          !
 1993.2!                                  *+  !!          . 0 .   .          !
 1993.3!                                 +*   !!          .   . 0 .          !
 1993.4!                                 +    !!          .   0   .          !
 1994.1!                                 +    !!          .   . 0 .          !
 1994.2!                                 +    !!          .   0   .          !
 1994.3!                                +  *  !!          .   .   0          !
 1994.4!                                 *+   !!          . 0 .   .          !
 1995.1!                                + *   !!          .   . 0 .          !
 1995.2!                                 +    !!          .   .0  .          !
 1995.3!                                 +*   !!          .   .0  .          !
 1995.4!                                 +*   !!          .   .0  .          !
 1996.1!                                 *+   !!          .   0   .          !
 1996.2!                                 +    !!          .   0   .          !
 1996.3!                                 +    !!          .   0   .          !
 1996.4!                                +*    !!          .   .0  .          !
 1997.1!                                 +    !!          .   0   .          !
 1997.2!                                 +*   !!          .   . 0 .          !
 1997.3!                                 *+   !!          . 0 .   .          !
 1997.4!                                +  *  !!          .   .   .0         !
 1998.1!                                   +  !!          .   .0  .          !
 1998.2!                                   +* !!          .   . 0 .          !
 1998.3!                                    + !!          .   .0  .          !
 1998.4!                                    + !!          .   .0  .          !
 1999.1!                                    +*!!          .   . 0 .          !
 1999.2!                                    + !!          .   0   .          !
 1999.3!                                    + !!          .   .0  .          !
 1999.4!                                    +*!!          .   . 0 .          !
 2000.1!                                   *+ !!          .  0.   .          !
 2000.2!                                   +  !!          .   .0  .          !
 2000.3!                                   +* !!          .   . 0 .          !
 2000.4!                                   +* !!          .   . 0 .          !
 2001.1!                                    + *!          .   .   0          !
 2001.2!                                     +!!          .  0.   .          !
 2001.3!                                  * + !!          0   .   .          !
 2001.4!                                 + *  !!          .   .  0.          !
 2002.1!                                  *+  !!          . 0 .   .          !
 2002.2!                                  +*  !!          .   . 0 .          !
 2002.3!                                   +  !!          .   . 0 .          !
 2002.4!                                   +  !!          .   0   .          !
 2003.1!                                   +  !!          .   0   .          !
 2003.2!                                   +* !!          .   .  0.          !
 2003.3!                                   *+ !!          . 0 .   .          !
 2003.4!                                  *+  !!          .   0   .          !
 2004.1!                                  + * !!          .   .  0.          !
 2004.2!                                    + !!          .  0.   .          !
 2004.3!                                   +  !!          .  0.   .          !
 2004.4!                                * +   !!          0   .   .          !
 2005.1!                           *    +     !!     0    .   .   .          !
 2005.2!                            +    *    !!          .   .   .   0      !
 2005.3!                                 +    !!          .   .0  .          !
 2005.4!                                *+    !!          .0  .   .          !
 2006.1!                                + *   !!          .   .  0.          !
 2006.2!                                * +   !!          .0  .   .          !
 2006.3!                                *+    !!          .  0.   .          !
 2006.4!                                 +*   !!          .   . 0 .          !
 2007.1!                                  +  *!!          .   .   0          !
 2007.2!                                    *+!!          . 0 .   .          !
 2007.3!                                   *+ !!          .  0.   .          !
 2007.4!                                   +  !!          .   0   .          !
 2008.1!                                    +*!!          .   . 0 .          !
 2008.2!                                    *+!!          . 0 .   .          !
 2008.3!                                   *+ !!          .  0.   .          !
 2008.4!                                  *+  !!          . 0 .   .          !
 2009.1!                                * +   !!          0   .   .          !
 2009.2!                                +     !!          .  0.   .          !
 2009.3!                              * +     !!          .0  .   .          !
 2009.4!                               +*     !!          .   .0  .          !
 2010.1!                                +     !!          .   0   .          !
 2010.2!                                +     !!          .  0.   .          !
 2010.3!                                +     !!          .   0   .          !
 2010.4!                               * +    !!          . 0 .   .          !
 2011.1!                                +     !!          .   .0  .          !
 2011.2!                               * +    !!          . 0 .   .          !
 2011.3!                               *+     !!          . 0 .   .          !
 2011.4!                              *+      !!          . 0 .   .          !
 2012.1!                              +       !!          .   0   .          !
 2012.2!                              *+      !!          .  0.   .          !
 2012.3!                            * +       !!          .0  .   .          !
 2012.4!                           * +        !!          .0  .   .          !


     25.53 percent of the residuals exceed 1 SE
      7.98 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUNE=AUPX$/NEPMM;                                                      
 GENR LAAAUNE=LOG(AAAUNE+.00001);                                             
 GENR LAAUNE=LOG(AAUNE+.00001);                                               
 LHS AAAUNE=EXP(LAAAUNE)-.00001;                                              
  EQ  403 LAAAUNE C LAAUNE(-1) PAUNE;                                         
EQUATION 529  LAAAUNE  
   RHS     C  LAAUNE(-1)  PAUNE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  529 PLOT=0;END;                                                     

Equation number =  529
**********************

Dependent variable = LAAAUNE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.033959050

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.411860041       0.156643914  -2.62928     1.000000
11996 LAAUNE  ( -1)       0.918447945       0.031925644  28.76834    -5.032196
11994 PAUNE   (  0)      -0.000262117       0.062002569  -0.00423     1.101409

SE of equation            =     0.077966091
Sum of squared residuals  =  1.12456159       0.197895922E-09
Average absolute error    =     0.055423016
Sum of ABS residuals      =  10.4195271    
R squared                 =   0.82852
Durbin-Watson statistic   =   2.40264
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!               *  +                   !!           0  .  .           !
 1966.2!               +     *                !!           .  .  .  0        !
 1966.3!             *       +                !!       0   .  .  .           !
 1966.4!            *+                        !!           . 0.  .           !
 1967.1!            +      *                  !!           .  .  .  0        !
 1967.2!                   + *                !!           .  . 0.           !
 1967.3!                  *  +                !!           .0 .  .           !
 1967.4!                 *+                   !!           .0 .  .           !
 1968.1!            *    +                    !!          0.  .  .           !
 1968.2!        *   +                         !!           0  .  .           !
 1968.3!         +    *                       !!           .  .  .0          !
 1968.4!              + *                     !!           .  . 0.           !
 1969.1!               *+                     !!           . 0.  .           !
 1969.2!           *   +                      !!           0  .  .           !
 1969.3!            +                         !!           .  0  .           !
 1969.4!           *+                         !!           . 0.  .           !
 1970.1!        *   +                         !!           0  .  .           !
 1970.2!      * +                             !!           .0 .  .           !
 1970.3!       +   *                          !!           .  .  .0          !
 1970.4!            +                         !!           .  0  .           !
 1971.1!             +*                       !!           .  .0 .           !
 1971.2!             *+                       !!           . 0.  .           !
 1971.3!             *+                       !!           . 0.  .           !
 1971.4!            *+                        !!           .  0  .           !
 1972.1!             +*                       !!           .  .0 .           !
 1972.2!             *+                       !!           . 0.  .           !
 1972.3!            *+                        !!           .0 .  .           !
 1972.4!            +       *                 !!           .  .  .   0       !
 1973.1!   *                +                 !0           .  .  .           !
 1973.2!    +    *                            !!           .  .  .0          !
 1973.3!      *  +                            !!           0  .  .           !
 1973.4!       +  *                           !!           .  .  0           !
 1974.1!           +              *           !!           .  .  .         0 !
 1974.2!                   *     +            !!        0  .  .  .           !
 1974.3!                *  +                  !!           0  .  .           !
 1974.4!        *       +                     !!       0   .  .  .           !
 1975.1*         +                            !!      0    .  .  .           !
 1975.2! +                                    !!           .  .0 .           !
 1975.3!   +     *                            !!           .  .  . 0         !
 1975.4!         + *                          !!           .  .0 .           !
 1976.1!           +*                         !!           .  .0 .           !
 1976.2!           *+                         !!           . 0.  .           !
 1976.3!       *    +                         !!          0.  .  .           !
 1976.4!   *    +                             !!          0.  .  .           !
 1977.1!    +           *                     !!           .  .  .      0    !
 1977.2!     *          +                     !!    0      .  .  .           !
 1977.3!      +   *                           !!           .  .  0           !
 1977.4!          +*                          !!           .  0  .           !
 1978.1!           +     *                    !!           .  .  . 0         !
 1978.2!                 + *                  !!           .  . 0.           !
 1978.3!               *   +                  !!          0.  .  .           !
 1978.4!               +                      !!           .  0  .           !
 1979.1!               + *                    !!           .  .0 .           !
 1979.2!             *   +                    !!          0.  .  .           !
 1979.3!             +                        !!           .  0  .           !
 1979.4!           * +                        !!           .0 .  .           !
 1980.1!            +   *                     !!           .  .  0           !
 1980.2!                +                     !!           .  0  .           !
 1980.3!                +*                    !!           .  .0 .           !
 1980.4!                *+                    !!           . 0.  .           !
 1981.1!            *   +                     !!          0.  .  .           !
 1981.2!            +                         !!           .  0  .           !
 1981.3!             +*                       !!           .  .0 .           !
 1981.4!              +                       !!           .  0  .           !
 1982.1!              + *                     !!           .  . 0.           !
 1982.2!                +                     !!           .  0  .           !
 1982.3!                +  *                  !!           .  . 0.           !
 1982.4!               *   +                  !!          0.  .  .           !
 1983.1!               +  *                   !!           .  .  0           !
 1983.2!                  +                   !!           .  0  .           !
 1983.3!                 *+                   !!           . 0.  .           !
 1983.4!                 +                    !!           .  0  .           !
 1984.1!                 +  *                 !!           .  .  0           !
 1984.2!                    +                 !!           .  0  .           !
 1984.3!                  * +                 !!           . 0.  .           !
 1984.4!                  +  *                !!           .  . 0.           !
 1985.1!                   * +                !!           . 0.  .           !
 1985.2!                   +*                 !!           .  .0 .           !
 1985.3!               *    +                 !!          0.  .  .           !
 1985.4!               +   *                  !!           .  .  0           !
 1986.1!                 * +                  !!           .0 .  .           !
 1986.2!                 +  *                 !!           .  . 0.           !
 1986.3!                    + *               !!           .  . 0.           !
 1986.4!                      +   *           !!           .  .  0           !
 1987.1!                      *  +            !!           0  .  .           !
 1987.2!                      +               !!           .  0  .           !
 1987.3!                     +  *             !!           .  . 0.           !
 1987.4!                   *   +              !!          0.  .  .           !
 1988.1!                   + *                !!           .  . 0.           !
 1988.2!                     +                !!           .  0  .           !
 1988.3!                     +*               !!           .  .0 .           !
 1988.4!                      +               !!           .  0  .           !
 1989.1!                      +     *         !!           .  .  . 0         !
 1989.2!                           +  *       !!           .  .  0           !
 1989.3!                             + *      !!           .  . 0.           !
 1989.4!                             *+       !!           .  0  .           !
 1990.1!                            +*        !!           .  0  .           !
 1990.2!                            +*        !!           .  .0 .           !
 1990.3!                          * +         !!           .0 .  .           !
 1990.4!                         +      *     !!           .  .  .  0        !
 1991.1!                               +      !!           .  0  .           !
 1991.2!                              +*      !!           .  0  .           !
 1991.3!                              + *     !!           .  . 0.           !
 1991.4!                              *+      !!           . 0.  .           !
 1992.1!                          *  +        !!           0  .  .           !
 1992.2!                         +    *       !!           .  .  . 0         !
 1992.3!                             +        !!           .  0  .           !
 1992.4!                            + *       !!           .  .0 .           !
 1993.1!                             +    *   !!           .  .  .0          !
 1993.2!                               *+     !!           . 0.  .           !
 1993.3!                              +       !!           .  0  .           !
 1993.4!                             +        !!           .  0  .           !
 1994.1!                            +*        !!           .  .0 .           !
 1994.2!                            + *       !!           .  . 0.           !
 1994.3!                            *+        !!           . 0.  .           !
 1994.4!                           +   *      !!           .  .  0           !
 1995.1!                              + *     !!           .  . 0.           !
 1995.2!                              *+      !!           . 0.  .           !
 1995.3!                            *+        !!           . 0.  .           !
 1995.4!                         * +          !!           .0 .  .           !
 1996.1!                       *+             !!           . 0.  .           !
 1996.2!                       +*             !!           .  .0 .           !
 1996.3!                        +*            !!           .  .0 .           !
 1996.4!                     *  +             !!           0  .  .           !
 1997.1!                     +     *          !!           .  .  . 0         !
 1997.2!                          +           !!           .  0  .           !
 1997.3!                         +  *         !!           .  . 0.           !
 1997.4!                           + *        !!           .  . 0.           !
 1998.1!                         *  +         !!           0  .  .           !
 1998.2!                         +            !!           .  0  .           !
 1998.3!                       *+             !!           . 0.  .           !
 1998.4!                    *  +              !!           .0 .  .           !
 1999.1!                    +   *             !!           .  .  .0          !
 1999.2!                      * +             !!           . 0.  .           !
 1999.3!                      +*              !!           .  .0 .           !
 1999.4!                      +     *         !!           .  .  . 0         !
 2000.1!                           + *        !!           .  .0 .           !
 2000.2!                            +         !!           .  0  .           !
 2000.3!                          * +         !!           .0 .  .           !
 2000.4!                         +     *      !!           .  .  .  0        !
 2001.1!                              +   *   !!           .  .  0           !
 2001.2!                                +     !!           . 0.  .           !
 2001.3!                               +   *  !!           .  .  .0          !
 2001.4!                                 +   *!!           .  .  0           !
 2002.1!                                   +  *!           .  .  0           !
 2002.2!                                    +*!!           .  .0 .           !
 2002.3!                                  *+  !!           .0 .  .           !
 2002.4!                                +*    !!           .  0  .           !
 2003.1!                              * +     !!           . 0.  .           !
 2003.2!                             + *      !!           .  .0 .           !
 2003.3!                              +  *    !!           .  .  0           !
 2003.4!                            *   +     !!          0.  .  .           !
 2004.1!                          *+          !!           . 0.  .           !
 2004.2!                         +            !!           .  0  .           !
 2004.3!                    *    +            !!          0.  .  .           !
 2004.4!                  * +                 !!           .0 .  .           !
 2005.1!                 *+                   !!           .  0  .           !
 2005.2!                 +                    !!           .  0  .           !
 2005.3!               * +                    !!           .0 .  .           !
 2005.4!                +*                    !!           .  .0 .           !
 2006.1!               * +                    !!           .0 .  .           !
 2006.2!            *  +                      !!           0  .  .           !
 2006.3!            +  *                      !!           .  . 0.           !
 2006.4!               +                      !!           .  0  .           !
 2007.1!               +*                     !!           .  0  .           !
 2007.2!             *  +                     !!           0  .  .           !
 2007.3!             + *                      !!           .  . 0.           !
 2007.4!           *    +                     !!          0.  .  .           !
 2008.1!         * +                          !!           .0 .  .           !
 2008.2!          +                           !!           .  0  .           !
 2008.3!         * +                          !!           . 0.  .           !
 2008.4!          +   *                       !!           .  .  .0          !
 2009.1!            * +                       !!           .0 .  .           !
 2009.2!            *+                        !!           . 0.  .           !
 2009.3!           * +                        !!           . 0.  .           !
 2009.4!   *       +                          !!      0    .  .  .           !
 2010.1!    +  *                              !!           .  . 0.           !
 2010.2!       *+                             !!           . 0.  .           !
 2010.3!  *     +                             !!         0 .  .  .           !
 2010.4!    + *                               !!           .  . 0.           !
 2011.1!      *+                              !!           .  0  .           !
 2011.2!     * +                              !!           .0 .  .           !
 2011.3!    * +                               !!           .0 .  .           !
 2011.4!     +                                !!           .  0  .           !
 2012.1!   *  +                               !!           .0 .  .           !
 2012.2! *   +                                !!           0  .  .           !
 2012.3!  +                                   !!           .  0  .           !
 2012.4!  *+                                  !!           . 0.  .           !


     25.00 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ   404 LAAFRNE C LAFRNE(-1) PFRNE;SMPL 1966.1 2012.4;OLS;EST  404 PLOT=0;EN
@EQ   405 LAAGENE C LAGENE(-1) PGENE;SMPL 1966.1 2012.4;OLS;EST  405 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITNE=ITPX$/NEPMM;                                                      
 GENR LAAITNE=LOG(AAITNE+.00001);                                             
 GENR LAITNE=LOG(AITNE+.00001);                                               
 LHS AAITNE=EXP(LAAITNE)-.00001;                                              
  EQ  406 LAAITNE C LAITNE(-1) PITNE;                                         
EQUATION 530  LAAITNE  
   RHS     C  LAITNE(-1)  PITNE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  530 PLOT=0;END;                                                     

Equation number =  530
**********************

Dependent variable = LAAITNE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.265732471

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.038453896       0.069572646  -0.55272     1.000000
11999 LAITNE  ( -1)       0.925853203       0.028274062  32.74567    -3.261104
11997 PITNE   (  0)      -0.217332638       0.097272593  -2.23426     0.956944

SE of equation            =     0.081482364
Sum of squared residuals  =  1.22828448       0.445110615E-11
Average absolute error    =     0.061204825
Sum of ABS residuals      =  11.5065071    
R squared                 =   0.92997
Durbin-Watson statistic   =   2.54953
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                         *  +         !!           0  .  .           !
 1966.2!                        + *           !!           .  . 0.           !
 1966.3!                         + *          !!           .  .  0           !
 1966.4!                          +   *       !!           .  .  .0          !
 1967.1!                            +  *      !!           .  .  0           !
 1967.2!                             *+       !!           .0 .  .           !
 1967.3!                            + *       !!           .  . 0.           !
 1967.4!                              + *     !!           .  .  .0          !
 1968.1!                               +*     !!           .  0  .           !
 1968.2!                              *+      !!           . 0.  .           !
 1968.3!                             +   *    !!           .  .  .0          !
 1968.4!                                + *   !!           .  .  0           !
 1969.1!                                *+    !!           .0 .  .           !
 1969.2!                              *+      !!           . 0.  .           !
 1969.3!                          * +         !!           0  .  .           !
 1969.4!                        *+            !!           .0 .  .           !
 1970.1!                       +   *          !!           .  .  . 0         !
 1970.2!                          + *         !!           .  . 0.           !
 1970.3!                           + *        !!           .  . 0.           !
 1970.4!                            + *       !!           .  .  0           !
 1971.1!                             +*       !!           .  .0 .           !
 1971.2!                             +  *     !!           .  .  .0          !
 1971.3!                               +      !!           . 0.  .           !
 1971.4!                              + *     !!           .  .  0           !
 1972.1!                              *+      !!           . 0.  .           !
 1972.2!                             + *      !!           .  . 0.           !
 1972.3!                              +*      !!           .  .0 .           !
 1972.4!                             *+       !!           . 0.  .           !
 1973.1!                   *        +         !!   0       .  .  .           !
 1973.2!                   +    *             !!           .  .  .  0        !
 1973.3!                       +              !!           .  0  .           !
 1973.4!                      +    *          !!           .  .  .  0        !
 1974.1!                           +  *       !!           .  .  .0          !
 1974.2!                              +*      !!           .  . 0.           !
 1974.3!                           *   +      !!         0 .  .  .           !
 1974.4!                           +   *      !!           .  .  . 0         !
 1975.1!                            * +       !!           0  .  .           !
 1975.2!                           +          !!           .  0  .           !
 1975.3!                          +   *       !!           .  .  .0          !
 1975.4!                             + *      !!           .  . 0.           !
 1976.1!                             *+       !!           .0 .  .           !
 1976.2!                            *+        !!           . 0.  .           !
 1976.3!                         * +          !!           0  .  .           !
 1976.4!                        + *           !!           .  . 0.           !
 1977.1!                          + *         !!           .  .  0           !
 1977.2!                         *  +         !!           0  .  .           !
 1977.3!                      *  +            !!           0  .  .           !
 1977.4!                      +   *           !!           .  .  .0          !
 1978.1!                         +  *         !!           .  .  0           !
 1978.2!                           + *        !!           .  .0 .           !
 1978.3!                          * +         !!           0  .  .           !
 1978.4!                          +           *!           .  .  .           0
 1979.1!                                    *+!!           . 0.  .           !
 1979.2!                                   + *!!           .  . 0.           !
 1979.3!                                 *  + !!          0.  .  .           !
 1979.4!                                + *   !!           .  .  0           !
 1980.1!                               *  +   !!          0.  .  .           !
 1980.2!                           *  +       !!          0.  .  .           !
 1980.3!                         * +          !!           0  .  .           !
 1980.4!                         +*           !!           .  .0 .           !
 1981.1!                     *    +           !!        0  .  .  .           !
 1981.2!                    * +               !!           .0 .  .           !
 1981.3!                    +     *           !!           .  .  .   0       !
 1981.4!                     *   +            !!         0 .  .  .           !
 1982.1!                     +   *            !!           .  .  . 0         !
 1982.2!                       * +            !!           0  .  .           !
 1982.3!                      *+              !!           . 0.  .           !
 1982.4!                      +               !!           . 0.  .           !
 1983.1!                      +               !!           .  .0 .           !
 1983.2!                      *+              !!           .  0  .           !
 1983.3!                       +              !!           .  0  .           !
 1983.4!                       +*             !!           .  .0 .           !
 1984.1!                       * +            !!           .0 .  .           !
 1984.2!                  *    +              !!        0  .  .  .           !
 1984.3!                   +  *               !!           .  .  .0          !
 1984.4!                       +*             !!           .  . 0.           !
 1985.1!                    *    +            !!        0  .  .  .           !
 1985.2!                    +      *          !!           .  .  .    0      !
 1985.3!                        *  +          !!          0.  .  .           !
 1985.4!                        +  *          !!           .  .  .0          !
 1986.1!                          *+          !!           . 0.  .           !
 1986.2!                          +*          !!           .  . 0.           !
 1986.3!                           +          !!           .  0  .           !
 1986.4!                        * +           !!           .0 .  .           !
 1987.1!                        +             !!           .  0  .           !
 1987.2!                      * +             !!           .0 .  .           !
 1987.3!                       + *            !!           .  .  0           !
 1987.4!                      * +             !!           0  .  .           !
 1988.1!                      +               !!           .  0  .           !
 1988.2!                      +   *           !!           .  .  . 0         !
 1988.3!                     *    +           !!        0  .  .  .           !
 1988.4!                      +*              !!           .  . 0.           !
 1989.1!                       +  *           !!           .  .  0           !
 1989.2!                        *+            !!           . 0.  .           !
 1989.3!                       *+             !!           . 0.  .           !
 1989.4!                       + *            !!           .  . 0.           !
 1990.1!                       * +            !!           .0 .  .           !
 1990.2!                       +*             !!           .  . 0.           !
 1990.3!                       *+             !!           . 0.  .           !
 1990.4!                       + *            !!           .  .  0           !
 1991.1!                        +*            !!           .  .0 .           !
 1991.2!                       * +            !!           .0 .  .           !
 1991.3!                      *+              !!           .  0  .           !
 1991.4!                      +  *            !!           .  .  0           !
 1992.1!                       *+             !!           . 0.  .           !
 1992.2!                       +              !!           .  0  .           !
 1992.3!                       +              !!           .  0  .           !
 1992.4!                       + *            !!           .  .0 .           !
 1993.1!                         +            !!           .  .0 .           !
 1993.2!                        *+            !!           .0 .  .           !
 1993.3!                      * +             !!           .0 .  .           !
 1993.4!                       +     *        !!           .  .  .   0       !
 1994.1!                           * +        !!           .0 .  .           !
 1994.2!                        *  +          !!          0.  .  .           !
 1994.3!                        +*            !!           .  .0 .           !
 1994.4!                         +*           !!           .  .0 .           !
 1995.1!                           +*         !!           .  . 0.           !
 1995.2!                            *+        !!           . 0.  .           !
 1995.3!                          *  +        !!           0  .  .           !
 1995.4!                           +          !!           .  .0 .           !
 1996.1!                           +          !!           .  0  .           !
 1996.2!                          +           !!           .  0  .           !
 1996.3!                       *  +           !!           0  .  .           !
 1996.4!                       +*             !!           .  0  .           !
 1997.1!                     * +              !!           0  .  .           !
 1997.2!                     +*               !!           .  .0 .           !
 1997.3!                     *+               !!           . 0.  .           !
 1997.4!                     +                !!           .  0  .           !
 1998.1!                    *+                !!           .0 .  .           !
 1998.2!                    +*                !!           .  .0 .           !
 1998.3!                    *+                !!           . 0.  .           !
 1998.4!                   +*                 !!           .  0  .           !
 1999.1!                    +                 !!           .  .0 .           !
 1999.2!                   *+                 !!           .0 .  .           !
 1999.3!                 * +                  !!           0  .  .           !
 1999.4!                 +  *                 !!           .  .  .0          !
 2000.1!                *   +                 !!         0 .  .  .           !
 2000.2!                +*                    !!           .  .0 .           !
 2000.3!                 *+                   !!           . 0.  .           !
 2000.4!                 +                    !!           .  0  .           !
 2001.1!                 *+                   !!           . 0.  .           !
 2001.2!                  +*                  !!           .  . 0.           !
 2001.3!                 *  +                 !!           0  .  .           !
 2001.4!                 + *                  !!           .  . 0.           !
 2002.1!                *  +                  !!          0.  .  .           !
 2002.2!               *+                     !!           . 0.  .           !
 2002.3!               *+                     !!           .  0  .           !
 2002.4!               *+                     !!           . 0.  .           !
 2003.1!              *+                      !!           .0 .  .           !
 2003.2!           *  +                       !!           0  .  .           !
 2003.3!           +                          !!           .  0  .           !
 2003.4!           +*                         !!           .  .0 .           !
 2004.1!            +                         !!           .  .0 .           !
 2004.2!           *+                         !!           .0 .  .           !
 2004.3!        *  +                          !!          0.  .  .           !
 2004.4!        +*                            !!           .  .0 .           !
 2005.1!         +*                           !!           .  . 0.           !
 2005.2!         *+                           !!           .0 .  .           !
 2005.3!        *+                            !!           . 0.  .           !
 2005.4!       *+                             !!           . 0.  .           !
 2006.1!       +                              !!           . 0.  .           !
 2006.2!       +                              !!           .  0  .           !
 2006.3!     * +                              !!           .0 .  .           !
 2006.4!     +                                !!           .  0  .           !
 2007.1!     +                                !!           .  0  .           !
 2007.2!     +*                               !!           .  .0 .           !
 2007.3!    * +                               !!           .0 .  .           !
 2007.4!   *+                                 !!           .0 .  .           !
 2008.1!*  +                                  !!           0  .  .           !
 2008.2!+*                                    !!           .  . 0.           !
 2008.3* +                                    !!           0  .  .           !
 2008.4+  *                                   !!           .  .  .0          !
 2009.1!  +*                                  !!           .  .0 .           !
 2009.2! *+                                   !!           .0 .  .           !
 2009.3! +                                    !!           .  .0 .           !
 2009.4! +*                                   !!           .  .0 .           !
 2010.1! *+                                   !!           .  0  .           !
 2010.2!*+                                    !!           .0 .  .           !
 2010.3!+*                                    !!           .  . 0.           !
 2010.4! +                                    !!           .  0  .           !
 2011.1! +*                                   !!           .  .0 .           !
 2011.2!   + *                                !!           .  .  0           !
 2011.3!    * +                               !!           0  .  .           !
 2011.4!     +*                               !!           .  .0 .           !
 2012.1!    * +                               !!          0.  .  .           !
 2012.2!   * +                                !!           .0 .  .           !
 2012.3!    +*                                !!           .  0  .           !
 2012.4!   * +                                !!           0  .  .           !


     25.00 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTNE=STPX$/NEPMM;                                                      
 GENR LAASTNE=LOG(AASTNE+.00001);                                             
 GENR LASTNE=LOG(ASTNE+.00001);                                               
 LHS AASTNE=EXP(LAASTNE)-.00001;                                              
  EQ  407 LAASTNE C LASTNE(-1) PSTNE;                                         
EQUATION 531  LAASTNE  
   RHS     C  LASTNE(-1)  PSTNE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  531 PLOT=0;END;                                                     

Equation number =  531
**********************

Dependent variable = LAASTNE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.406489597

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.721354357       0.166304065  -4.33756     1.000000
12002 LASTNE  ( -1)       0.800833418       0.046139660  17.35673    -4.402477
12000 PSTNE   (  0)      -0.163152560       0.057394844  -2.84263     0.977519

SE of equation            =     0.068731241
Sum of squared residuals  = 0.873936933      -0.331689343E-09
Average absolute error    =     0.053199653
Sum of ABS residuals      =  10.0015347    
R squared                 =   0.81838
Durbin-Watson statistic   =   2.39194
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                 +   *!!         .    .    .0        !
 1966.2!                                  + * !!         .    . 0  .         !
 1966.3!                                  +   !!         .    .0   .         !
 1966.4!                                +     !!         .   0.    .         !
 1967.1!                              +       *!         .    .    .        0!
 1967.2!                                   *+ !!         .  0 .    .         !
 1967.3!                                 +*   !!         .    .0   .         !
 1967.4!                                +     !!         .    0    .         !
 1968.1!                             * +      !!         . 0  .    .         !
 1968.2!                             + *      !!         .    .    0         !
 1968.3!                            * +       !!         . 0  .    .         !
 1968.4!                          * +         !!         . 0  .    .         !
 1969.1!                         *+           !!         . 0  .    .         !
 1969.2!                         +*           !!         .    .  0 .         !
 1969.3!                       *  +           !!        0.    .    .         !
 1969.4!                       + *            !!         .    .   0.         !
 1970.1!                         +            !!         .   0.    .         !
 1970.2!                         +*           !!         .    . 0  .         !
 1970.3!                         *+           !!         .  0 .    .         !
 1970.4!                       * +            !!         . 0  .    .         !
 1971.1!                       +   *          !!         .    .    .  0      !
 1971.2!                          *+          !!         .  0 .    .         !
 1971.3!                        * +           !!         . 0  .    .         !
 1971.4!                      * +             !!         .0   .    .         !
 1972.1!                     *+               !!         . 0  .    .         !
 1972.2!                  *  +                !!         0    .    .         !
 1972.3!                 * +                  !!         .0   .    .         !
 1972.4!                * +                   !!         .0   .    .         !
 1973.1!        *        +                    !0         .    .    .         !
 1973.2!          + *                         !!         .    .  0 .         !
 1973.3!             +*                       !!         .    . 0  .         !
 1973.4!               +  *                   !!         .    .    .0        !
 1974.1!                  +     *             !!         .    .    .    0    !
 1974.2!                      * +             !!         .0   .    .         !
 1974.3!                    *  +              !!         0    .    .         !
 1974.4!                   * +                !!         .0   .    .         !
 1975.1!                  *+                  !!         .  0 .    .         !
 1975.2!                  + *                 !!         .    .   0.         !
 1975.3!                   *+                 !!         . 0  .    .         !
 1975.4!              *    +                  !!     0   .    .    .         !
 1976.1!               +*                     !!         .    .  0 .         !
 1976.2!                 +*                   !!         .    .  0 .         !
 1976.3!           *      +                   !! 0       .    .    .         !
 1976.4!            + *                       !!         .    .  0 .         !
 1977.1!               +   *                  !!         .    .    . 0       !
 1977.2!                   +                  !!         .    0    .         !
 1977.3!                   +*                 !!         .    .0   .         !
 1977.4!                   +       *          !!         .    .    .        0!
 1978.1!                     *  +             !!        0.    .    .         !
 1978.2!                   *+                 !!         .  0 .    .         !
 1978.3!                 +   *                !!         .    .    . 0       !
 1978.4!                  * +                 !!         . 0  .    .         !
 1979.1!                 + *                  !!         .    . 0  .         !
 1979.2!                  +                   !!         .    0    .         !
 1979.3!                  +*                  !!         .    .0   .         !
 1979.4!                *  +                  !!         0    .    .         !
 1980.1!                 +     *              !!         .    .    .     0   !
 1980.2!                       +              !!         .    .0   .         !
 1980.3!                       +              !!         .    .0   .         !
 1980.4!                      *+              !!         .  0 .    .         !
 1981.1!                      +*              !!         .    . 0  .         !
 1981.2!                *      +              !! 0       .    .    .         !
 1981.3!                 +*                   !!         .    . 0  .         !
 1981.4!             *    +                   !!      0  .    .    .         !
 1982.1!               +                      !!         .    0    .         !
 1982.2!              * +                     !!         . 0  .    .         !
 1982.3!                +                     !!         .    0    .         !
 1982.4!                *+                    !!         .   0.    .         !
 1983.1!                 +*                   !!         .    .0   .         !
 1983.2!                  +   *               !!         .    .    . 0       !
 1983.3!                   *  +               !!        0.    .    .         !
 1983.4!                   + *                !!         .    .  0 .         !
 1984.1!                     +*               !!         .    .0   .         !
 1984.2!                      +*              !!         .    .  0 .         !
 1984.3!                     * +              !!         0    .    .         !
 1984.4!                    *+                !!         .  0 .    .         !
 1985.1!                     +*               !!         .    . 0  .         !
 1985.2!                      +*              !!         .    . 0  .         !
 1985.3!                     * +              !!         .0   .    .         !
 1985.4!                     +                !!         .   0.    .         !
 1986.1!                    + *               !!         .    .  0 .         !
 1986.2!                     +*               !!         .    . 0  .         !
 1986.3!                     +  *             !!         .    .    0         !
 1986.4!                       +*             !!         .    . 0  .         !
 1987.1!                      +*              !!         .    .0   .         !
 1987.2!                   *  +               !!         0    .    .         !
 1987.3!                   +   *              !!         .    .    . 0       !
 1987.4!                     +*               !!         .    .0   .         !
 1988.1!                    +  *              !!         .    .   0.         !
 1988.2!                     +   *            !!         .    .    . 0       !
 1988.3!                     *  +             !!         .0   .    .         !
 1988.4!                     +                !!         .    0    .         !
 1989.1!                    +    *            !!         .    .    .   0     !
 1989.2!                       *+             !!         .  0 .    .         !
 1989.3!                     *+               !!         .  0 .    .         !
 1989.4!                   *+                 !!         .  0 .    .         !
 1990.1!                   +                  !!         .    0    .         !
 1990.2!                  +*                  !!         .    . 0  .         !
 1990.3!                  +    *              !!         .    .    .  0      !
 1990.4!                     +*               !!         .    0    .         !
 1991.1!                    +*                !!         .    .0   .         !
 1991.2!                    +                 !!         .    0    .         !
 1991.3!                    +    *            !!         .    .    .    0    !
 1991.4!                  *    +              !!    0    .    .    .         !
 1992.1!                  + *                 !!         .    .    0         !
 1992.2!                    +                 !!         .   0.    .         !
 1992.3!                   +*                 !!         .    . 0  .         !
 1992.4!                  *+                  !!         . 0  .    .         !
 1993.1!                  +     *             !!         .    .    .      0  !
 1993.2!                       + *            !!         .    .  0 .         !
 1993.3!                      *+              !!         .   0.    .         !
 1993.4!                     +*               !!         .    . 0  .         !
 1994.1!                    *+                !!         .   0.    .         !
 1994.2!                   +*                 !!         .    . 0  .         !
 1994.3!                  *+                  !!         .  0 .    .         !
 1994.4!                  +*                  !!         .    .  0 .         !
 1995.1!                  + *                 !!         .    .   0.         !
 1995.2!                  *+                  !!         .  0 .    .         !
 1995.3!              *   +                   !!       0 .    .    .         !
 1995.4!              +*                      !!         .    .0   .         !
 1996.1!               +                      !!         .    0    .         !
 1996.2!               +                      !!         .   0.    .         !
 1996.3!           *   +                      !!       0 .    .    .         !
 1996.4!            +                         !!         .    0    .         !
 1997.1!            *+                        !!         .  0 .    .         !
 1997.2!          *  +                        !!        0.    .    .         !
 1997.3!            +                         !!         .    0    .         !
 1997.4!             +                        !!         .    .0   .         !
 1998.1!              +  *                    !!         .    .    .0        !
 1998.2!             *   +                    !!       0 .    .    .         !
 1998.3!              +  *                    !!         .    .    .0        !
 1998.4!                 +*                   !!         .    .0   .         !
 1999.1!                 +*                   !!         .    . 0  .         !
 1999.2!                  +                   !!         .    .0   .         !
 1999.3!                  +*                  !!         .    .0   .         !
 1999.4!                  +    *              !!         .    .    .   0     !
 2000.1!                      + *             !!         .    .  0 .         !
 2000.2!                   *   +              !!       0 .    .    .         !
 2000.3!                 * +                  !!         .0   .    .         !
 2000.4!              *  +                    !!         0    .    .         !
 2001.1!               +   *                  !!         .    .    . 0       !
 2001.2!                   +*                 !!         .    .  0 .         !
 2001.3!                  * +                 !!         .0   .    .         !
 2001.4!                 +    *               !!         .    .    .   0     !
 2002.1!                *    +                !!      0  .    .    .         !
 2002.2!                +    *                !!         .    .    .    0    !
 2002.3!                 *  +                 !!        0.    .    .         !
 2002.4!                 +  *                 !!         .    .    .0        !
 2003.1!                *  +                  !!         0    .    .         !
 2003.2!                +   *                 !!         .    .    .  0      !
 2003.3!                   +                  !!         .   0.    .         !
 2003.4!                  +   *               !!         .    .    .  0      !
 2004.1!                    *+                !!         .  0 .    .         !
 2004.2!             *     +                  !!    0    .    .    .         !
 2004.3!             + *                      !!         .    .  0 .         !
 2004.4!           *   +                      !!       0 .    .    .         !
 2005.1!           +       *                  !!         .    .    .       0 !
 2005.2!                  +                   !!         .    .0   .         !
 2005.3!                  +     *             !!         .    .    .      0  !
 2005.4!                 *    +               !!    0    .    .    .         !
 2006.1!                +                     !!         .   0.    .         !
 2006.2!                +                     !!         .    .0   .         !
 2006.3!                + *                   !!         .    .  0 .         !
 2006.4!                *+                    !!         .  0 .    .         !
 2007.1!               *+                     !!         . 0  .    .         !
 2007.2!             * +                      !!         . 0  .    .         !
 2007.3!            * +                       !!         .  0 .    .         !
 2007.4!           * +                        !!         0    .    .         !
 2008.1!      *    +                          !!     0   .    .    .         !
 2008.2!        +    *                        !!         .    .    .   0     !
 2008.3!         *   +                        !!      0  .    .    .         !
 2008.4!          +                           !!         .   0.    .         !
 2009.1!          +  *                        !!         .    .    .0        !
 2009.2!            +*                        !!         .    .0   .         !
 2009.3!         *  +                         !!        0.    .    .         !
 2009.4!     *   +                            !!       0 .    .    .         !
 2010.1!      + *                             !!         .    .  0 .         !
 2010.2!      * +                             !!         .0   .    .         !
 2010.3!       + *                            !!         .    .  0 .         !
 2010.4!        *+                            !!         .  0 .    .         !
 2011.1!     *  +                             !!        0.    .    .         !
 2011.2!  *   +                               !!       0 .    .    .         !
 2011.3! * +                                  !!         .0   .    .         !
 2011.4! *+                                   !!         . 0  .    .         !
 2012.1!*  +                                  !!         0    .    .         !
 2012.2*  +                                   !!        0.    .    .         !
 2012.3!*+                                    !!         .  0 .    .         !
 2012.4!  + *                                 !!         .    .  0 .         !


     29.79 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ   408 LAAUKNE C LAUKNE(-1) PUKNE;SMPL 1966.1 2012.4;OLS;EST  408 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFINE=FIPX$/NEPMM;                                                      
 GENR LAAFINE=LOG(AAFINE+.00001);                                             
 GENR LAFINE=LOG(AFINE+.00001);                                               
 LHS AAFINE=EXP(LAAFINE)-.00001;                                              
  EQ  409 LAAFINE C LAFINE(-1) PFINE;                                         
EQUATION 532  LAAFINE  
   RHS     C  LAFINE(-1)  PFINE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  532 PLOT=0;END;                                                     

Equation number =  532
**********************

Dependent variable = LAAFINE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.822708235

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.661778691       0.164332736  -4.02707     1.000000
12005 LAFINE  ( -1)       0.797525790       0.047194808  16.89859    -4.822791
12003 PFINE   (  0)      -0.304806030       0.106931409  -2.85048     1.032229

SE of equation            =     0.115288894
Sum of squared residuals  =  2.45893289       0.119771748E-09
Average absolute error    =     0.088403481
Sum of ABS residuals      =  16.6198543    
R squared                 =   0.81211
Durbin-Watson statistic   =   2.31808
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                          +           !!         .    0    .         !
 1966.2!                         +      *     !!         .    .    .      0  !
 1966.3!                            * +       !!         .0   .    .         !
 1966.4!                          +    *      !!         .    .    .  0      !
 1967.1!                             +        *!         .    .    .        0!
 1967.2!                            *       + !!  0      .    .    .         !
 1967.3!                          * +         !!         .0   .    .         !
 1967.4!                           +          !!         .    0    .         !
 1968.1!                           +  *       !!         .    .   0.         !
 1968.2!                           * +        !!         .0   .    .         !
 1968.3!                         * +          !!         . 0  .    .         !
 1968.4!                        * +           !!         . 0  .    .         !
 1969.1!                         +*           !!         .    . 0  .         !
 1969.2!                       *  +           !!         0    .    .         !
 1969.3!                       +  *           !!         .    .    0         !
 1969.4!                          +        *  !!         .    .    .         0
 1970.1!                          *      +    !!  0      .    .    .         !
 1970.2!                          +           !!         .    0    .         !
 1970.3!                         *+           !!         .   0.    .         !
 1970.4!                     *   +            !!       0 .    .    .         !
 1971.1!                     +   *            !!         .    .    .0        !
 1971.2!                      *  +            !!         0    .    .         !
 1971.3!                     * +              !!         .0   .    .         !
 1971.4!                   *   +              !!        0.    .    .         !
 1972.1!                     +  *             !!         .    .    0         !
 1972.2!                  *     +             !!    0    .    .    .         !
 1972.3!                   *+                 !!         .   0.    .         !
 1972.4!             *      +                 !!   0     .    .    .         !
 1973.1!                +   *                 !!         .    .    . 0       !
 1973.2!             *       +                !!  0      .    .    .         !
 1973.3!               +  *                   !!         .    .   0.         !
 1973.4!                 *+                   !!         .  0 .    .         !
 1974.1!                  +   *               !!         .    .    . 0       !
 1974.2!                    *  +              !!         .0   .    .         !
 1974.3!            *        +                !!0        .    .    .         !
 1974.4!          *   +                       !!        0.    .    .         !
 1975.1!   *       +                          !! 0       .    .    .         !
 1975.2!     *+                               !!         .  0 .    .         !
 1975.3*       +                              !! 0       .    .    .         !
 1975.4!   +  *                               !!         .    .    0         !
 1976.1!        +  *                          !!         .    .   0.         !
 1976.2!        *   +                         !!       0 .    .    .         !
 1976.3!        * +                           !!         . 0  .    .         !
 1976.4!         +                            !!         .    0    .         !
 1977.1!          +    *                      !!         .    .    .  0      !
 1977.2!              * +                     !!         . 0  .    .         !
 1977.3!          *   +                       !!       0 .    .    .         !
 1977.4!           + *                        !!         .    .  0 .         !
 1978.1!             *+                       !!         .   0.    .         !
 1978.2!               +   *                  !!         .    .    . 0       !
 1978.3!           *        +                 !!0        .    .    .         !
 1978.4!             +  *                     !!         .    .    0         !
 1979.1!               * +                    !!         .0   .    .         !
 1979.2!                +      *              !!         .    .    .     0   !
 1979.3!                    *  +              !!         .0   .    .         !
 1979.4!                     +*               !!         .    .  0 .         !
 1980.1!                       +   *          !!         .    .    . 0       !
 1980.2!                          *+          !!         .   0.    .         !
 1980.3!                       * +            !!         .0   .    .         !
 1980.4!                       +              !!         .    .0   .         !
 1981.1!                      *+              !!         .  0 .    .         !
 1981.2!                *    +                !!     0   .    .    .         !
 1981.3!                +  *                  !!         .    .    0         !
 1981.4!                  *+                  !!         .   0.    .         !
 1982.1!                 * +                  !!         .0   .    .         !
 1982.2!                 +                    !!         .   0.    .         !
 1982.3!               *  +                   !!         0    .    .         !
 1982.4!              * +                     !!         . 0  .    .         !
 1983.1!                + *                   !!         .    .   0.         !
 1983.2!                    +    *            !!         .    .    .   0     !
 1983.3!                         +  *         !!         .    .    0         !
 1983.4!                        *  +          !!        0.    .    .         !
 1984.1!                    *   +             !!         0    .    .         !
 1984.2!                     + *              !!         .    .  0 .         !
 1984.3!                    *  +              !!         .0   .    .         !
 1984.4!                     +*               !!         .    . 0  .         !
 1985.1!                   *  +               !!         0    .    .         !
 1985.2!                  * +                 !!         . 0  .    .         !
 1985.3!                *  +                  !!         0    .    .         !
 1985.4!                 + *                  !!         .    . 0  .         !
 1986.1!                   + *                !!         .    .  0 .         !
 1986.2!               *     +                !!    0    .    .    .         !
 1986.3!                +*                    !!         .    .0   .         !
 1986.4!                 +    *               !!         .    .    . 0       !
 1987.1!                      +*              !!         .    .  0 .         !
 1987.2!                  *    +              !!      0  .    .    .         !
 1987.3!                * +                   !!         0    .    .         !
 1987.4!                +   *                 !!         .    .    .0        !
 1988.1!                  *+                  !!         .  0 .    .         !
 1988.2!                  +                   !!         .   0.    .         !
 1988.3!                 *+                   !!         .  0 .    .         !
 1988.4!                 +*                   !!         .    . 0  .         !
 1989.1!                 + *                  !!         .    .  0 .         !
 1989.2!                   +                  !!         .    0    .         !
 1989.3!                  +*                  !!         .    . 0  .         !
 1989.4!                   +*                 !!         .    . 0  .         !
 1990.1!                    +                 !!         .    0    .         !
 1990.2!                   +   *              !!         .    .    .0        !
 1990.3!                   * +                !!         .0   .    .         !
 1990.4!                  + *                 !!         .    .  0 .         !
 1991.1!                    + *               !!         .    .   0.         !
 1991.2!                  *  +                !!         0    .    .         !
 1991.3!                  +     *             !!         .    .    .   0     !
 1991.4!                       +              !!         .   0.    .         !
 1992.1!                      *+              !!         .   0.    .         !
 1992.2!                      +   *           !!         .    .    .0        !
 1992.3!                        *+            !!         .  0 .    .         !
 1992.4!                        + *           !!         .    .  0 .         !
 1993.1!                          +   *       !!         .    .    .0        !
 1993.2!                             +*       !!         .    . 0  .         !
 1993.3!                            * +       !!         . 0  .    .         !
 1993.4!                            +   *     !!         .    .    . 0       !
 1994.1!                               +*     !!         .    . 0  .         !
 1994.2!                               +*     !!         .    . 0  .         !
 1994.3!                              +       !!         .    0    .         !
 1994.4!                             +*       !!         .    . 0  .         !
 1995.1!                            +*        !!         .    .0   .         !
 1995.2!                          *+          !!         .  0 .    .         !
 1995.3!                     *  +             !!        0.    .    .         !
 1995.4!                    +*                !!         .    . 0  .         !
 1996.1!                    +                 !!         .   0.    .         !
 1996.2!                   +  *               !!         .    .   0.         !
 1996.3!                   * +                !!         .  0 .    .         !
 1996.4!                   +                  !!         .   0.    .         !
 1997.1!                   +    *             !!         .    .    . 0       !
 1997.2!                      *+              !!         .  0 .    .         !
 1997.3!                      +               !!         .    0    .         !
 1997.4!                     + *              !!         .    .  0 .         !
 1998.1!                       +*             !!         .    . 0  .         !
 1998.2!                        + *           !!         .    .   0.         !
 1998.3!                         + *          !!         .    . 0  .         !
 1998.4!                          +   *       !!         .    .    .  0      !
 1999.1!                           * +        !!         . 0  .    .         !
 1999.2!                          *+          !!         .   0.    .         !
 1999.3!                          + *         !!         .    .  0 .         !
 1999.4!                           *+         !!         .    0    .         !
 2000.1!                            +*        !!         .    .  0 .         !
 2000.2!                            *+        !!         .  0 .    .         !
 2000.3!                          * +         !!         .  0 .    .         !
 2000.4!                           +*         !!         .    . 0  .         !
 2001.1!                           *+         !!         .   0.    .         !
 2001.2!                            +         !!         .    0    .         !
 2001.3!                           *+         !!         .  0 .    .         !
 2001.4!                            +*        !!         .    . 0  .         !
 2002.1!                             +*       !!         .    . 0  .         !
 2002.2!                              +*      !!         .    . 0  .         !
 2002.3!                              +*      !!         .    .0   .         !
 2002.4!                              +  *    !!         .    .    0         !
 2003.1!                               *+     !!         .  0 .    .         !
 2003.2!                              +*      !!         .    . 0  .         !
 2003.3!                              +       !!         .    0    .         !
 2003.4!                             +    *   !!         .    .    . 0       !
 2004.1!                                +     !!         .    .0   .         !
 2004.2!                               +*     !!         .    . 0  .         !
 2004.3!                               +*     !!         .    .0   .         !
 2004.4!                               +*     !!         .    . 0  .         !
 2005.1!                               +      !!         .    0    .         !
 2005.2!                             *+       !!         .   0.    .         !
 2005.3!                             +        !!         .   0.    .         !
 2005.4!                             +*       !!         .    . 0  .         !
 2006.1!                              +*      !!         .    . 0  .         !
 2006.2!                               +  *   !!         .    .    0         !
 2006.3!                                 +    !!         .    0    .         !
 2006.4!                                +     !!         .    .0   .         !
 2007.1!                                +   * !!         .    .    . 0       !
 2007.2!                                  + * !!         .    .  0 .         !
 2007.3!                                *  +  !!         .0   .    .         !
 2007.4!                               + *    !!         .    .  0 .         !
 2008.1!                               *+     !!         .  0 .    .         !
 2008.2!                               +      !!         .    .0   .         !
 2008.3!                              *+      !!         .   0.    .         !
 2008.4!                           *  +       !!         0    .    .         !
 2009.1!                          * +         !!         .0   .    .         !
 2009.2!                          +    *      !!         .    .    .  0      !
 2009.3!                               + *    !!         .    . 0  .         !
 2009.4!                                +*    !!         .    .0   .         !
 2010.1!                                 + *  !!         .    .  0 .         !
 2010.2!                                  *+  !!         .   0.    .         !
 2010.3!                                * +   !!         . 0  .    .         !
 2010.4!                              * +     !!         . 0  .    .         !
 2011.1!                               +  *   !!         .    .    .0        !
 2011.2!                               *  +   !!         0    .    .         !
 2011.3!                               +  *   !!         .    .    0         !
 2011.4!                                  +*  !!         .    . 0  .         !
 2012.1!                                  *+  !!         .  0 .    .         !
 2012.2!                                * +   !!         .0   .    .         !
 2012.3!                           *    +     !!      0  .    .    .         !
 2012.4!                            +         !!         .   0.    .         !


     25.00 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASNE=ASPX$/NEPMM;                                                      
 GENR LAAASNE=LOG(AAASNE+.00001);                                             
 GENR LAASNE=LOG(AASNE+.00001);                                               
 LHS AAASNE=EXP(LAAASNE)-.00001;                                              
  EQ  410 LAAASNE C LAASNE(-1) PASNE;                                         
EQUATION 533  LAAASNE  
   RHS     C  LAASNE(-1)  PASNE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  533 PLOT=0;END;                                                     

Equation number =  533
**********************

Dependent variable = LAAASNE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.573366829

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.836157007       0.293566878  -6.25465     1.000000
12008 LAASNE  ( -1)       0.638014868       0.055823312  11.42918    -5.571309
12006 PASNE   (  0)      -0.151149323       0.054321486  -2.78250     1.208286

SE of equation            =     0.199075436
Sum of squared residuals  =  7.33174043      -0.104867226E-09
Average absolute error    =     0.150116706
Sum of ABS residuals      =  28.2219408    
R squared                 =   0.50314
Durbin-Watson statistic   =   1.70829
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!    *                 +               !0          .   .   .          !
 1966.2! *      +                             !!        0 .   .   .          !
 1966.3!       +       *                      !!          .   .   .  0       !
 1966.4!          *     +                     !!         0.   .   .          !
 1967.1!             + *                      !!          .   . 0 .          !
 1967.2!                 +            *       !!          .   .   .      0   !
 1967.3!                          +          *!!          .   .   .   0      !
 1967.4!                             *+       !!          .  0.   .          !
 1968.1!              *           +           !!     0    .   .   .          !
 1968.2!         *      +                     !!        0 .   .   .          !
 1968.3!             +       *                !!          .   .   .  0       !
 1968.4!                    +*                !!          .   0   .          !
 1969.1!                    +         *       !!          .   .   .   0      !
 1969.2!                         *+           !!          .  0.   .          !
 1969.3!                       +*             !!          .   .0  .          !
 1969.4!                      +    *          !!          .   .   0          !
 1970.1!                        + *           !!          .   .0  .          !
 1970.2!                        +   *         !!          .   .   0          !
 1970.3!               *         +            !!     0    .   .   .          !
 1970.4!           *     +                    !!         0.   .   .          !
 1971.1!              +    *                  !!          .   .   0          !
 1971.2!                    +             *   !!          .   .   .       0  !
 1971.3!                       *      +       !!        0 .   .   .          !
 1971.4!                      +               !!          .   0   .          !
 1972.1!                      +  *            !!          .   .  0.          !
 1972.2!                 *      +             !!         0.   .   .          !
 1972.3!                  +   *               !!          .   .  0.          !
 1972.4!                   *+                 !!          .  0.   .          !
 1973.1!   *             +                    !!   0      .   .   .          !
 1973.2*       +                              !!       0  .   .   .          !
 1973.3!     +     *                          !!          .   .   .0         !
 1973.4!            +     *                   !!          .   .   .0         !
 1974.1!            *   +                     !!          .0  .   .          !
 1974.2!         *    +                       !!         0.   .   .          !
 1974.3!            +   *                     !!          .   .  0.          !
 1974.4!                  +   *               !!          .   .   0          !
 1975.1!                     +   *            !!          .   .  0.          !
 1975.2!                       +        *     !!          .   .   .  0       !
 1975.3!                           +   *      !!          .   .  0.          !
 1975.4!                          +   *       !!          .   .  0.          !
 1976.1!                        * +           !!          . 0 .   .          !
 1976.2!                      +  *            !!          .   . 0 .          !
 1976.3!                      +         *     !!          .   .   .   0      !
 1976.4!                      *    +          !!          0   .   .          !
 1977.1!                 *   +                !!          .0  .   .          !
 1977.2!        *         +                   !!      0   .   .   .          !
 1977.3!            +    *                    !!          .   .   0          !
 1977.4!                  +    *              !!          .   .   0          !
 1978.1!                    * +               !!          . 0 .   .          !
 1978.2!                   *+                 !!          .  0.   .          !
 1978.3!              *     +                 !!         0.   .   .          !
 1978.4!                 +     *              !!          .   .   .0         !
 1979.1!                *     +               !!         0.   .   .          !
 1979.2!          *       +                   !!       0  .   .   .          !
 1979.3!            * +                       !!          . 0 .   .          !
 1979.4!               +                      !!          .   0   .          !
 1980.1!                  +*                  !!          .   . 0 .          !
 1980.2!                    +*                !!          .   .0  .          !
 1980.3!               *     +                !!         0.   .   .          !
 1980.4!             *   +                    !!          0   .   .          !
 1981.1!       *        +                     !!       0  .   .   .          !
 1981.2!           + *                        !!          .   . 0 .          !
 1981.3!              *+                      !!          .  0.   .          !
 1981.4!          *     +                     !!         0.   .   .          !
 1982.1!            * +                       !!          .  0.   .          !
 1982.2!              *+                      !!          .  0.   .          !
 1982.3!                +  *                  !!          .   .  0.          !
 1982.4!                    +*                !!          .   .0  .          !
 1983.1!                   * +                !!          .  0.   .          !
 1983.2!                   *+                 !!          .  0.   .          !
 1983.3!                *  +                  !!          .0  .   .          !
 1983.4!                  +     *             !!          .   .   .0         !
 1984.1!                       +*             !!          .   .0  .          !
 1984.2!                      *+              !!          .  0.   .          !
 1984.3!                      +        *      !!          .   .   .   0      !
 1984.4!                           +          *!          .   .   .    0     !
 1985.1!                      *         +     !!      0   .   .   .          !
 1985.2!                *     +               !!         0.   .   .          !
 1985.3!                * +                   !!          . 0 .   .          !
 1985.4!                   +       *          !!          .   .   .  0       !
 1986.1!                      *   +           !!          .0  .   .          !
 1986.2!                       +              !!          .   0   .          !
 1986.3!                       +    *         !!          .   .  0.          !
 1986.4!                           + *        !!          .   . 0 .          !
 1987.1!                            +      *  !!          .   .   . 0        !
 1987.2!                            *  +      !!          . 0 .   .          !
 1987.3!                         * +          !!          . 0 .   .          !
 1987.4!                         +   *        !!          .   .   0          !
 1988.1!                           +*         !!          .   .0  .          !
 1988.2!                          +           !!          .   0   .          !
 1988.3!                         +*           !!          .   .0  .          !
 1988.4!                       * +            !!          . 0 .   .          !
 1989.1!                       +*             !!          .   .0  .          !
 1989.2!                       +*             !!          .   .0  .          !
 1989.3!                       +   *          !!          .   .  0.          !
 1989.4!                         +           *!!          .   .   .     0    !
 1990.1!                                + *   !!          .   . 0 .          !
 1990.2!                              +   *   !!          .   .  0.          !
 1990.3!                              +       *!          .   .   . 0        !
 1990.4!                                *+    !!          .  0.   .          !
 1991.1!                             +        !!          .  0.   .          !
 1991.2!                           +      *   !!          .   .   .0         !
 1991.3!                              +   *   !!          .   .  0.          !
 1991.4!                               +      !!          .   0   .          !
 1992.1!                            *+        !!          .  0.   .          !
 1992.2!                           +          !!          .   0   .          !
 1992.3!                          +     *     !!          .   .   0          !
 1992.4!                             +*       !!          .   .0  .          !
 1993.1!                             +*       !!          .   .0  .          !
 1993.2!                            +         !!          .   0   .          !
 1993.3!                        *  +          !!          .0  .   .          !
 1993.4!                        +*            !!          .   0   .          !
 1994.1!                         +*           !!          .   0   .          !
 1994.2!                        *+            !!          .  0.   .          !
 1994.3!                        *+            !!          .   0   .          !
 1994.4!                        *+            !!          .   0   .          !
 1995.1!                      *  +            !!          . 0 .   .          !
 1995.2!            *           +             !!     0    .   .   .          !
 1995.3!                 + *                  !!          .   .0  .          !
 1995.4!                   * +                !!          . 0 .   .          !
 1996.1!              *      +                !!        0 .   .   .          !
 1996.2!                  +  *                !!          .   .  0.          !
 1996.3!               *       +              !!        0 .   .   .          !
 1996.4!                 * +                  !!          .  0.   .          !
 1997.1!       *            +                 !!   0      .   .   .          !
 1997.2!          *   +                       !!          .0  .   .          !
 1997.3!            *  +                      !!          .0  .   .          !
 1997.4!               *+                     !!          .  0.   .          !
 1998.1!                   + *                !!          .   . 0 .          !
 1998.2!                     * +              !!          . 0 .   .          !
 1998.3!                     *+               !!          .  0.   .          !
 1998.4!                   *   +              !!          .0  .   .          !
 1999.1!                     *+               !!          .  0.   .          !
 1999.2!                *      +              !!        0 .   .   .          !
 1999.3!                   *+                 !!          .  0.   .          !
 1999.4!                     +       *        !!          .   .   .  0       !
 2000.1!                            +         !!          .   0   .          !
 2000.2!                           +    *     !!          .   .   0          !
 2000.3!                              +   *   !!          .   .  0.          !
 2000.4!                              +   *   !!          .   .  0.          !
 2001.1!                         *     +      !!         0.   .   .          !
 2001.2!                         +*           !!          .   .0  .          !
 2001.3!                          + *         !!          .   .0  .          !
 2001.4!                           +     *    !!          .   .   . 0        !
 2002.1!                         *    +       !!         0.   .   .          !
 2002.2!                     *   +            !!          .0  .   .          !
 2002.3!                       + *            !!          .   . 0 .          !
 2002.4!                         + *          !!          .   . 0 .          !
 2003.1!                    *     +           !!         0.   .   .          !
 2003.2!                     *+               !!          .  0.   .          !
 2003.3!                       +   *          !!          .   .   0          !
 2003.4!                         * +          !!          . 0 .   .          !
 2004.1!                        *+            !!          .  0.   .          !
 2004.2!                     *  +             !!          . 0 .   .          !
 2004.3!                      +  *            !!          .   . 0 .          !
 2004.4!                       * +            !!          .  0.   .          !
 2005.1!                       *+             !!          .  0.   .          !
 2005.2!                       +  *           !!          .   .  0.          !
 2005.3!                         +  *         !!          .   .  0.          !
 2005.4!                          +  *        !!          .   . 0 .          !
 2006.1!                          *+          !!          .  0.   .          !
 2006.2!                        +   *         !!          .   .  0.          !
 2006.3!                          + *         !!          .   . 0 .          !
 2006.4!                          + *         !!          .   . 0 .          !
 2007.1!                          +           !!          .   0   .          !
 2007.2!                         +*           !!          .   .0  .          !
 2007.3!                      *  +            !!          . 0 .   .          !
 2007.4!                      + *             !!          .   . 0 .          !
 2008.1!                       +              !!          .   0   .          !
 2008.2!                      +               !!          .   0   .          !
 2008.3!                    *+                !!          .   0   .          !
 2008.4!                    +       *         !!          .   .   .  0       !
 2009.1!                      *  +            !!          .0  .   .          !
 2009.2!          *           +               !!    0     .   .   .          !
 2009.3!              +*                      !!          .   .0  .          !
 2009.4!            *    +                    !!          0   .   .          !
 2010.1!             * +                      !!          .  0.   .          !
 2010.2!               +  *                   !!          .   . 0 .          !
 2010.3!                  +*                  !!          .   .0  .          !
 2010.4!                  +*                  !!          .   0   .          !
 2011.1!                * +                   !!          .  0.   .          !
 2011.2!                +    *                !!          .   .   0          !
 2011.3!                   + *                !!          .   .0  .          !
 2011.4!                   +    *             !!          .   .   0          !
 2012.1!                     +*               !!          .   .0  .          !
 2012.2!               *    +                 !!          0   .   .          !
 2012.3!              * +                     !!          .  0.   .          !
 2012.4!                +                     !!          .   0   .          !


     29.26 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSONE=SOPX$/NEPMM;                                                      
 GENR LAASONE=LOG(AASONE+.00001);                                             
 GENR LASONE=LOG(ASONE+.00001);                                               
 LHS AASONE=EXP(LAASONE)-.00001;                                              
  EQ  411 LAASONE C LASONE(-1) PSONE;                                         
EQUATION 534  LAASONE  
   RHS     C  LASONE(-1)  PSONE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  534 PLOT=0;END;                                                     

Equation number =  534
**********************

Dependent variable = LAASONE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.366085913

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.055329986       0.230772636  -4.57303     1.000000
12011 LASONE  ( -1)       0.761291665       0.047280511  16.10160    -5.366069
12009 PSONE   (  0)      -0.211211310       0.093040451  -2.27010     1.068183

SE of equation            =     0.225155473
Sum of squared residuals  =  9.37857258      -0.154027902E-10
Average absolute error    =     0.169255904
Sum of ABS residuals      =  31.8201099    
R squared                 =   0.65995
Durbin-Watson statistic   =   2.26973
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                  * +                 !!           .0 .  .           !
 1966.2!               *   +                  !!          0.  .  .           !
 1966.3!                 + *                  !!           .  . 0.           !
 1966.4!                 *  +                 !!           .0 .  .           !
 1967.1!                 * +                  !!           .0 .  .           !
 1967.2!                *  +                  !!           .0 .  .           !
 1967.3!                  +     *             !!           .  .  .  0        !
 1967.4!                       *+             !!           . 0.  .           !
 1968.1!                       +   *          !!           .  .  .0          !
 1968.2!                    *     +           !!        0  .  .  .           !
 1968.3!                     +                !!           .  0  .           !
 1968.4!                      +               !!           .  0  .           !
 1969.1!                *     +               !!       0   .  .  .           !
 1969.2!                 +                    !!           .  0  .           !
 1969.3!                  +   *               !!           .  .  0           !
 1969.4!                      + *             !!           .  . 0.           !
 1970.1!                    *   +             !!           0  .  .           !
 1970.2!                    *+                !!           .  0  .           !
 1970.3!                  *  +                !!           0  .  .           !
 1970.4!                  *+                  !!           . 0.  .           !
 1971.1!                    +                 !!           .  0  .           !
 1971.2!                    *+                !!           . 0.  .           !
 1971.3!                     +                !!           .  0  .           !
 1971.4!                    *+                !!           . 0.  .           !
 1972.1!                    *+                !!           . 0.  .           !
 1972.2!                     + *              !!           .  . 0.           !
 1972.3!                    *  +              !!           0  .  .           !
 1972.4!                    +  *              !!           .  . 0.           !
 1973.1!                 *    +               !!         0 .  .  .           !
 1973.2!               * +                    !!           .0 .  .           !
 1973.3!              * +                     !!           .0 .  .           !
 1973.4!              *+                      !!           . 0.  .           !
 1974.1!             *+                       !!           . 0.  .           !
 1974.2!           *   +                      !!          0.  .  .           !
 1974.3!             + *                      !!           .  . 0.           !
 1974.4!              * +                     !!           .0 .  .           !
 1975.1!             * +                      !!           .0 .  .           !
 1975.2!               +  *                   !!           .  .  0           !
 1975.3!           *      +                   !!       0   .  .  .           !
 1975.4!             +  *                     !!           .  . 0.           !
 1976.1!                 + *                  !!           .  .0 .           !
 1976.2!                   +                  !!           .  0  .           !
 1976.3!                *   +                 !!          0.  .  .           !
 1976.4!                *+                    !!           . 0.  .           !
 1977.1!            *    +                    !!          0.  .  .           !
 1977.2!              +    *                  !!           .  .  . 0         !
 1977.3!                 * +                  !!           .0 .  .           !
 1977.4!                * +                   !!           . 0.  .           !
 1978.1!                 +                    !!           .  0  .           !
 1978.2!                  +  *                !!           .  .  0           !
 1978.3!                    *+                !!           .  0  .           !
 1978.4!                 *  +                 !!           0  .  .           !
 1979.1!               *  +                   !!           .0 .  .           !
 1979.2!              * +                     !!           0  .  .           !
 1979.3!               +*                     !!           .  .0 .           !
 1979.4!                +*                    !!           .  .0 .           !
 1980.1!                *+                    !!           . 0.  .           !
 1980.2!                +                     !!           .  0  .           !
 1980.3!           *   +                      !!          0.  .  .           !
 1980.4!           + *                        !!           .  . 0.           !
 1981.1!             *+                       !!           .  0  .           !
 1981.2!            *+                        !!           . 0.  .           !
 1981.3!           * +                        !!           . 0.  .           !
 1981.4!             +   *                    !!           .  .  .0          !
 1982.1!               * +                    !!           .0 .  .           !
 1982.2!              * +                     !!           .0 .  .           !
 1982.3!               +*                     !!           .  0  .           !
 1982.4!                +                     !!           .  0  .           !
 1983.1!                +                     !!           .  .0 .           !
 1983.2!                +   *                 !!           .  .  0           !
 1983.3!               *   +                  !!          0.  .  .           !
 1983.4!                +  *                  !!           .  .  .0          !
 1984.1!                   + *                !!           .  . 0.           !
 1984.2!                    +*                !!           .  .0 .           !
 1984.3!                    +   *             !!           .  .  0           !
 1984.4!                       + *            !!           .  . 0.           !
 1985.1!                        +   *         !!           .  .  .0          !
 1985.2!                          +   *       !!           .  .  .0          !
 1985.3!                            +  *      !!           .  .  0           !
 1985.4!                             +  *     !!           .  .  0           !
 1986.1!                             +        !!           .  0  .           !
 1986.2!                           +  *       !!           .  .  0           !
 1986.3!                            + *       !!           .  . 0.           !
 1986.4!                            + *       !!           .  . 0.           !
 1987.1!                            + *       !!           .  . 0.           !
 1987.2!                           +          !!           .  0  .           !
 1987.3!                         + *          !!           .  . 0.           !
 1987.4!                         + *          !!           .  . 0.           !
 1988.1!                          + *         !!           .  . 0.           !
 1988.2!                          +*          !!           .  0  .           !
 1988.3!                         +   *        !!           .  .  0           !
 1988.4!                           +*         !!           .  .0 .           !
 1989.1!                          + *         !!           .  .0 .           !
 1989.2!                          + *         !!           .  . 0.           !
 1989.3!                           + *        !!           .  . 0.           !
 1989.4!                           +*         !!           .  .0 .           !
 1990.1!                           +          !!           .  0  .           !
 1990.2!                          +           !!           .  0  .           !
 1990.3!                *        +            !!     0     .  .  .           !
 1990.4!        *         +                   !!     0     .  .  .           !
 1991.1!           *+                         !!           . 0.  .           !
 1991.2!   *          +                       !!    0      .  .  .           !
 1991.3*        +                             !!      0    .  .  .           !
 1991.4!   * +                                !!           .0 .  .           !
 1992.1!       +               *              !!           .  .  .           0
 1992.2!                     * +              !!           .0 .  .           !
 1992.3!                      +  *            !!           .  .  0           !
 1992.4!                     *   +            !!           0  .  .           !
 1993.1!                      + *             !!           .  . 0.           !
 1993.2!                        + *           !!           .  .  0           !
 1993.3!                        *+            !!           .0 .  .           !
 1993.4!                       +              !!           .  0  .           !
 1994.1!                    *   +             !!           0  .  .           !
 1994.2!                   * +                !!           .0 .  .           !
 1994.3!                   *+                 !!           . 0.  .           !
 1994.4!                    + *               !!           .  . 0.           !
 1995.1!                       +*             !!           .  .0 .           !
 1995.2!                     *  +             !!           0  .  .           !
 1995.3!                      + *             !!           .  . 0.           !
 1995.4!                        +   *         !!           .  .  0           !
 1996.1!                      *    +          !!         0 .  .  .           !
 1996.2!                      + *             !!           .  . 0.           !
 1996.3!                       *+             !!           . 0.  .           !
 1996.4!                       +*             !!           .  0  .           !
 1997.1!                    *   +             !!           0  .  .           !
 1997.2!                     +  *             !!           .  .  0           !
 1997.3!                        +*            !!           .  0  .           !
 1997.4!                        *+            !!           . 0.  .           !
 1998.1!                        +   *         !!           .  .  .0          !
 1998.2!                           +*         !!           .  .0 .           !
 1998.3!                            +   *     !!           .  .  .0          !
 1998.4!                       *      +       !!       0   .  .  .           !
 1999.1!                       +   *          !!           .  .  .0          !
 1999.2!                          +           !!           .  0  .           !
 1999.3!                          +*          !!           .  .0 .           !
 1999.4!                         * +          !!           .0 .  .           !
 2000.1!                         +            !!           .  .0 .           !
 2000.2!                         +            !!           .  0  .           !
 2000.3!                      *  +            !!           0  .  .           !
 2000.4!                      +   *           !!           .  .  0           !
 2001.1!                         *+           !!           . 0.  .           !
 2001.2!                         +  *         !!           .  .  .0          !
 2001.3!                            +  *      !!           .  .  0           !
 2001.4!                         *   +        !!          0.  .  .           !
 2002.1!                         +     *      !!           .  .  . 0         !
 2002.2!                             *+       !!           . 0.  .           !
 2002.3!                           *+         !!           . 0.  .           !
 2002.4!                        *  +          !!           0  .  .           !
 2003.1!                        +   *         !!           .  .  .0          !
 2003.2!                           +          !!           .  0  .           !
 2003.3!                          + *         !!           .  . 0.           !
 2003.4!                       *   +          !!          0.  .  .           !
 2004.1!                       +  *           !!           .  .  0           !
 2004.2!                         +  *         !!           .  . 0.           !
 2004.3!                          +           !!           .  0  .           !
 2004.4!                      *  +            !!           0  .  .           !
 2005.1!                      +    *          !!           .  .  . 0         !
 2005.2!                          +   *       !!           .  .  .0          !
 2005.3!                          * +         !!           0  .  .           !
 2005.4!                         +            !!           .  0  .           !
 2006.1!                        +  *          !!           .  .  0           !
 2006.2!                          +           !!           .  .0 .           !
 2006.3!                         + *          !!           .  .0 .           !
 2006.4!                          +  *        !!           .  .  0           !
 2007.1!                           *+         !!           . 0.  .           !
 2007.2!                          + *         !!           .  . 0.           !
 2007.3!                         * +          !!           . 0.  .           !
 2007.4!                         +            !!           .  0  .           !
 2008.1!                         +*           !!           .  .0 .           !
 2008.2!                         +    *       !!           .  .  .0          !
 2008.3!                            +         !!           .  0  .           !
 2008.4!                            +         *!           .  .  .      0    !
 2009.1!                             *     +  !!        0  .  .  .           !
 2009.2!                       *    +         !!         0 .  .  .           !
 2009.3!                       +  *           !!           .  .  0           !
 2009.4!               *         +            !!    0      .  .  .           !
 2010.1!                 +      *             !!           .  .  .   0       !
 2010.2!                    *  +              !!           .0 .  .           !
 2010.3!                    +  *              !!           .  .  0           !
 2010.4!                 *     +              !!         0 .  .  .           !
 2011.1!                  +     *             !!           .  .  .  0        !
 2011.2!                      * +             !!           .0 .  .           !
 2011.3!                    *+                !!           .0 .  .           !
 2011.4!                    +*                !!           .  .0 .           !
 2012.1!                     +  *             !!           .  .  0           !
 2012.2!                      * +             !!           .0 .  .           !
 2012.3!                      + *             !!           .  . 0.           !
 2012.4!                   *   +              !!          0.  .  .           !


     26.06 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKONE=KOPX$/NEPMM;                                                      
 GENR LAAKONE=LOG(AAKONE+.00001);                                             
 GENR LAKONE=LOG(AKONE+.00001);                                               
 LHS AAKONE=EXP(LAAKONE)-.00001;                                              
  EQ  412 LAAKONE C LAKONE(-1) PKONE;                                         
EQUATION 535  LAAKONE  
   RHS     C  LAKONE(-1)  PKONE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  535 PLOT=0;END;                                                     

Equation number =  535
**********************

Dependent variable = LAAKONE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.717628492

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.980543233       0.158994719  -6.16714     1.000000
12014 LAKONE  ( -1)       0.656762110       0.052065927  12.61405    -5.738348
12012 PKONE   (  0)      -0.537493297       0.090792386  -5.92003     1.801615

SE of equation            =     0.304400843
Sum of squared residuals  =  17.1420765       0.207829309E-10
Average absolute error    =     0.215104672
Sum of ABS residuals      =  40.4396783    
R squared                 =   0.93337
Durbin-Watson statistic   =   2.37490
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!  * +                                 !!          .0  .   .          !
 1966.2!    +                                 !!          .   .0  .          !
 1966.3*      +                               !!   0      .   .   .          !
 1966.4!  +*                                  !!          .   . 0 .          !
 1967.1!  *  +                                !!          0   .   .          !
 1967.2!  *  +                                !!         0.   .   .          !
 1967.3!      +*                              !!          .   . 0 .          !
 1967.4!  *      +                            !!   0      .   .   .          !
 1968.1!  *  +                                !!         0.   .   .          !
 1968.2!     +*                               !!          .   . 0 .          !
 1968.3!      * +                             !!          .0  .   .          !
 1968.4!      * +                             !!          .0  .   .          !
 1969.1!     * +                              !!          0   .   .          !
 1969.2!      +      *                        !!          .   .   .     0    !
 1969.3!       *   +                          !!        0 .   .   .          !
 1969.4!       +    *                         !!          .   .   .  0       !
 1970.1!          +  *                        !!          .   .   0          !
 1970.2!           *+                         !!          .  0.   .          !
 1970.3!          +                           !!          .  0.   .          !
 1970.4!         + *                          !!          .   . 0 .          !
 1971.1!      *   +                           !!        0 .   .   .          !
 1971.2!      * +                             !!          . 0 .   .          !
 1971.3!        +  *                          !!          .   .   .0         !
 1971.4!      *    +                          !!      0   .   .   .          !
 1972.1!        + *                           !!          .   . 0 .          !
 1972.2!           +    *                     !!          .   .   .   0      !
 1972.3!     *         +                      !0          .   .   .          !
 1972.4!  *     +                             !!    0     .   .   .          !
 1973.1!      +      *                        !!          .   .   .     0    !
 1973.2!             +                        !!          .   0   .          !
 1973.3!             +*                       !!          .   .0  .          !
 1973.4!             +   *                    !!          .   .   .0         !
 1974.1!                +  *                  !!          .   .   0          !
 1974.2!                    +                 !!          .   0   .          !
 1974.3!                   * +                !!          .0  .   .          !
 1974.4!                   * +                !!          .0  .   .          !
 1975.1!                   * +                !!          .0  .   .          !
 1975.2!                    *+                !!          .  0.   .          !
 1975.3!                     +                !!          .   .0  .          !
 1975.4!                     +*               !!          .   . 0 .          !
 1976.1!                     *+               !!          .  0.   .          !
 1976.2!                     +                !!          .   0   .          !
 1976.3!                    + *               !!          .   . 0 .          !
 1976.4!                     + *              !!          .   .   0          !
 1977.1!                      +               !!          .   0   .          !
 1977.2!                     *+               !!          .   0   .          !
 1977.3!                     + *              !!          .   . 0 .          !
 1977.4!                      +*              !!          .   .0  .          !
 1978.1!                      +               !!          .  0.   .          !
 1978.2!                      +               !!          .   0   .          !
 1978.3!                     +*               !!          .   .0  .          !
 1978.4!                      +   *           !!          .   .   . 0        !
 1979.1!                     *  +             !!          0   .   .          !
 1979.2!                     +*               !!          .   . 0 .          !
 1979.3!                      +               !!          .   0   .          !
 1979.4!                       +*             !!          .   .0  .          !
 1980.1!                      * +             !!          .0  .   .          !
 1980.2!                       +              !!          .   0   .          !
 1980.3!                   *   +              !!        0 .   .   .          !
 1980.4!                     +  *             !!          .   .   .0         !
 1981.1!                      * +             !!          .0  .   .          !
 1981.2!                     +*               !!          .   .0  .          !
 1981.3!                     +*               !!          .   . 0 .          !
 1981.4!                      +               !!          .   0   .          !
 1982.1!                     *+               !!          . 0 .   .          !
 1982.2!                     +*               !!          .   . 0 .          !
 1982.3!                     *+               !!          .  0.   .          !
 1982.4!                     +     *          !!          .   .   .   0      !
 1983.1!                       * +            !!          .0  .   .          !
 1983.2!                       +   *          !!          .   .   . 0        !
 1983.3!                         +            !!          .   0   .          !
 1983.4!                      * +             !!          . 0 .   .          !
 1984.1!                      +               !!          .   0   .          !
 1984.2!                     *+               !!          . 0 .   .          !
 1984.3!                    +    *            !!          .   .   .  0       !
 1984.4!                       +*             !!          .   0   .          !
 1985.1!                   *  +               !!          0   .   .          !
 1985.2!                    +                 !!          .   .0  .          !
 1985.3!                     + *              !!          .   .   0          !
 1985.4!                       + *            !!          .   . 0 .          !
 1986.1!                      * +             !!          0   .   .          !
 1986.2!                       +  *           !!          .   .   .0         !
 1986.3!                         +*           !!          .   0   .          !
 1986.4!                         +            !!          .   0   .          !
 1987.1!                         +*           !!          .   .0  .          !
 1987.2!                         + *          !!          .   . 0 .          !
 1987.3!                          +           !!          .   .0  .          !
 1987.4!                          +*          !!          .   . 0 .          !
 1988.1!                          +*          !!          .   .0  .          !
 1988.2!                         +*           !!          .   .0  .          !
 1988.3!                         +            !!          .   0   .          !
 1988.4!                        +*            !!          .   .0  .          !
 1989.1!                       +              !!          .   0   .          !
 1989.2!                      + *             !!          .   .  0.          !
 1989.3!                       +*             !!          .   .0  .          !
 1989.4!                       +*             !!          .   .0  .          !
 1990.1!                       + *            !!          .   . 0 .          !
 1990.2!                        + *           !!          .   . 0 .          !
 1990.3!                         +*           !!          .   . 0 .          !
 1990.4!                          +           !!          .  0.   .          !
 1991.1!                        *+            !!          . 0 .   .          !
 1991.2!                        +   *         !!          .   .   .0         !
 1991.3!                          +           !!          .  0.   .          !
 1991.4!                         +   *        !!          .   .   . 0        !
 1992.1!                          * +         !!          .0  .   .          !
 1992.2!                         *+           !!          .  0.   .          !
 1992.3!                          +*          !!          .   . 0 .          !
 1992.4!                          +           !!          .  0.   .          !
 1993.1!                         +*           !!          .   .0  .          !
 1993.2!                         + *          !!          .   . 0 .          !
 1993.3!                         *+           !!          .  0.   .          !
 1993.4!                         +*           !!          .   . 0 .          !
 1994.1!                         +*           !!          .   .0  .          !
 1994.2!                         +*           !!          .   .0  .          !
 1994.3!                          +*          !!          .   . 0 .          !
 1994.4!                          +           !!          .  0.   .          !
 1995.1!                         +  *         !!          .   .   0          !
 1995.2!                           +          !!          .  0.   .          !
 1995.3!                           +          !!          .   .0  .          !
 1995.4!                           +*         !!          .   .0  .          !
 1996.1!                           +          !!          .  0.   .          !
 1996.2!                           +*         !!          .   .0  .          !
 1996.3!                            +         !!          .   .0  .          !
 1996.4!                            + *       !!          .   .  0.          !
 1997.1!                          *  +        !!          0   .   .          !
 1997.2!                           +          !!          .   .0  .          !
 1997.3!                           +          !!          .   0   .          !
 1997.4!                             + *      !!          .   . 0 .          !
 1998.1!                                 +*   !!          .   . 0 .          !
 1998.2!                                  +   !!          .  0.   .          !
 1998.3!                                * +   !!          .0  .   .          !
 1998.4!                                 +    !!          .   0   .          !
 1999.1!                               *+     !!          . 0 .   .          !
 1999.2!                              +       !!          .   0   .          !
 1999.3!                              +*      !!          .   .0  .          !
 1999.4!                              +*      !!          .   . 0 .          !
 2000.1!                              +       !!          .   0   .          !
 2000.2!                              +*      !!          .   . 0 .          !
 2000.3!                              + *     !!          .   .  0.          !
 2000.4!                               +*     !!          .   .  0.          !
 2001.1!                               + *    !!          .   . 0 .          !
 2001.2!                               *+     !!          .  0.   .          !
 2001.3!                               +*     !!          .   . 0 .          !
 2001.4!                                + *   !!          .   .  0.          !
 2002.1!                                *+    !!          .  0.   .          !
 2002.2!                                +     !!          .   0   .          !
 2002.3!                                +*    !!          .   .0  .          !
 2002.4!                                 +    !!          .   .0  .          !
 2003.1!                                 +    !!          .   0   .          !
 2003.2!                                *+    !!          .  0.   .          !
 2003.3!                               *+     !!          . 0 .   .          !
 2003.4!                                +     !!          .   0   .          !
 2004.1!                                +     !!          .   0   .          !
 2004.2!                                +     !!          .  0.   .          !
 2004.3!                               *+     !!          .  0.   .          !
 2004.4!                                +     !!          .   .0  .          !
 2005.1!                                +*    !!          .   .0  .          !
 2005.2!                               * +    !!          . 0 .   .          !
 2005.3!                                +     !!          .   0   .          !
 2005.4!                                + *   !!          .   .  0.          !
 2006.1!                                * +   !!          .0  .   .          !
 2006.2!                               *+     !!          . 0 .   .          !
 2006.3!                               *+     !!          .  0.   .          !
 2006.4!                                +*    !!          .   0   .          !
 2007.1!                                 +    !!          .   0   .          !
 2007.2!                                 +*   !!          .   .0  .          !
 2007.3!                                * +   !!          0   .   .          !
 2007.4!                                *+    !!          .  0.   .          !
 2008.1!                                 + *  !!          .   . 0 .          !
 2008.2!                                  *+  !!          .  0.   .          !
 2008.3!                                  *+  !!          .  0.   .          !
 2008.4!                                   +* !!          .   . 0 .          !
 2009.1!                                    + !!          .   0   .          !
 2009.2!                                   *+ !!          .  0.   .          !
 2009.3!                                 * +  !!          0   .   .          !
 2009.4!                                  +*  !!          .   .0  .          !
 2010.1!                               *   +  !!        0 .   .   .          !
 2010.2!                                 +    *!          .   .   .   0      !
 2010.3!                                 *   +!!       0  .   .   .          !
 2010.4!                                  +   !!          .   0   .          !
 2011.1!                                 *+   !!          .0  .   .          !
 2011.2!                               *  +   !!          0   .   .          !
 2011.3!                                 +*   !!          .   . 0 .          !
 2011.4!                                *  +  !!          0   .   .          !
 2012.1!                              *  +    !!         0.   .   .          !
 2012.2!                                +  *  !!          .   .   0          !
 2012.3!                                   +* !!          .   .0  .          !
 2012.4!                               *    + !!      0   .   .   .          !


     23.94 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@EQ   413 LAABENE C LABENE(-1) PBENE;SMPL 1966.1 2012.4;OLS;EST  413 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDENE=DEPX$Q/NEPMM;                                                     
 GENR LAADENE=LOG(AADENE+.00001);                                             
 GENR LADENE=LOG(ADENE+.00001);                                               
 LHS AADENE=EXP(LAADENE)-.00001;                                              
  EQ  414 LAADENE C LADENE(-1) PDENE;                                         
EQUATION 536  LAADENE  
   RHS     C  LADENE(-1)  PDENE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  536 PLOT=0;END;                                                     

Equation number =  536
**********************

Dependent variable = LAADENE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.723002428

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.468542410       0.124972075  -3.74918     1.000000
12017 LADENE  ( -1)       0.821917858       0.042785048  19.21040    -4.725909
12015 PDENE   (  0)      -0.335718135       0.105458799  -3.18341     1.102564

SE of equation            =     0.101657519
Sum of squared residuals  =  1.91183646      -0.419397850E-10
Average absolute error    =     0.083154550
Sum of ABS residuals      =  15.6330554    
R squared                 =   0.89096
Durbin-Watson statistic   =   2.45744
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*      +                               !!   0     .    .    .         !
 1966.2+     *                                !!         .    .    .   0     !
 1966.3!    *+                                !!         . 0  .    .         !
 1966.4!   *+                                 !!         .   0.    .         !
 1967.1!    +    *                            !!         .    .    .  0      !
 1967.2!          +*                          !!         .    . 0  .         !
 1967.3!        *   +                         !!        0.    .    .         !
 1967.4!          + *                         !!         .    .  0 .         !
 1968.1!             + *                      !!         .    . 0  .         !
 1968.2!             * +                      !!         .0   .    .         !
 1968.3!          *   +                       !!        0.    .    .         !
 1968.4!        *  +                          !!        0.    .    .         !
 1969.1!       * +                            !!         .0   .    .         !
 1969.2!      * +                             !!         . 0  .    .         !
 1969.3!      *+                              !!         .   0.    .         !
 1969.4!   *   +                              !!        0.    .    .         !
 1970.1! *   +                                !!         0    .    .         !
 1970.2! *  +                                 !!         0    .    .         !
 1970.3!   +                                  !!         .    0    .         !
 1970.4!    +                                 !!         .   0.    .         !
 1971.1!    *+                                !!         .  0 .    .         !
 1971.2!      + *                             !!         .    .  0 .         !
 1971.3!        * +                           !!         . 0  .    .         !
 1971.4!      *   +                           !!        0.    .    .         !
 1972.1!     *  +                             !!         .0   .    .         !
 1972.2!     * +                              !!         . 0  .    .         !
 1972.3!       +*                             !!         .    .0   .         !
 1972.4!     *  +                             !!         0    .    .         !
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 1973.2!      +*                              !!         .    .0   .         !
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 1974.2!           *  +                       !!         0    .    .         !
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 1975.1!          *    +                      !!       0 .    .    .         !
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 1977.2!         *  +                         !!         .0   .    .         !
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 1977.4!            +  *                      !!         .    .    0         !
 1978.1!              +                       !!         .    .0   .         !
 1978.2!              +*                      !!         .    . 0  .         !
 1978.3!               +                      !!         .    .0   .         !
 1978.4!               +*                     !!         .    . 0  .         !
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 1979.2!                + *                   !!         .    .  0 .         !
 1979.3!                * +                   !!         .0   .    .         !
 1979.4!                +  *                  !!         .    .   0.         !
 1980.1!                    +*                !!         .    . 0  .         !
 1980.2!                   *  +               !!         0    .    .         !
 1980.3!                   +   *              !!         .    .    .0        !
 1980.4!                    *  +              !!         .0   .    .         !
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 1981.3!                 +*                   !!         .    .  0 .         !
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 1982.3!                  *  +                !!         0    .    .         !
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 1983.3!                         *      +     !!  0      .    .    .         !
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 1984.1!                  *        +          !0         .    .    .         !
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 1985.1!                      *     +         !!    0    .    .    .         !
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 1987.4!                            + *       !!         .    .  0 .         !
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 1989.2!                          +*          !!         .    . 0  .         !
 1989.3!                        *  +          !!         0    .    .         !
 1989.4!                        + *           !!         .    .  0 .         !
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 1990.2!                         +       *    !!         .    .    .       0 !
 1990.3!                            *  +      !!         .0   .    .         !
 1990.4!                           + *        !!         .    .  0 .         !
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 1991.2!                              +  *    !!         .    .    0         !
 1991.3!                                +     !!         .    .0   .         !
 1991.4!                           *   +      !!        0.    .    .         !
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 1992.4!                             +        !!         .    0    .         !
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 1995.3!                             +*       !!         .    .0   .         !
 1995.4!                             + *      !!         .    .  0 .         !
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 1999.3!                            *   +     !!      0  .    .    .         !
 1999.4!                            + *       !!         .    . 0  .         !
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 2001.3!                               +*     !!         .    .0   .         !
 2001.4!                                +*    !!         .    . 0  .         !
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 2002.3!                                +     !!         .    .0   .         !
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 2003.1!                              *  +    !!        0.    .    .         !
 2003.2!                             + *      !!         .    .   0.         !
 2003.3!                              +  *    !!         .    .   0.         !
 2003.4!                                + *   !!         .    .  0 .         !
 2004.1!                               *+     !!         .  0 .    .         !
 2004.2!                              +     * !!         .    .    .    0    !
 2004.3!                                  +  *!!         .    .   0.         !
 2004.4!                                   +  !!         .    0    .         !
 2005.1!                                 +    *!         .    .    .  0      !
 2005.2!                            *       + !!   0     .    .    .         !
 2005.3!                            +      *  !!         .    .    .      0  !
 2005.4!                             *    +   !!      0  .    .    .         !
 2006.1!                            +      *  !!         .    .    .     0   !
 2006.2!                                 +  * !!         .    .   0.         !
 2006.3!                              *   +   !!       0 .    .    .         !
 2006.4!                         *   +        !!       0 .    .    .         !
 2007.1!                         +   *        !!         .    .    .0        !
 2007.2!                         *  +         !!        0.    .    .         !
 2007.3!                        *+            !!         .  0 .    .         !
 2007.4!                        + *           !!         .    .  0 .         !
 2008.1!                          +           !!         .    .0   .         !
 2008.2!                          +           !!         .    .0   .         !
 2008.3!                     *    +           !!      0  .    .    .         !
 2008.4!                      +  *            !!         .    .    0         !
 2009.1!                          + *         !!         .    .  0 .         !
 2009.2!                           +*         !!         .    .0   .         !
 2009.3!                            +  *      !!         .    .    0         !
 2009.4!                         *    +       !!       0 .    .    .         !
 2010.1!                       * +            !!         0    .    .         !
 2010.2!                      * +             !!         . 0  .    .         !
 2010.3!                       *+             !!         .  0 .    .         !
 2010.4!                        + *           !!         .    .  0 .         !
 2011.1!                       *   +          !!       0 .    .    .         !
 2011.2!                        + *           !!         .    .  0 .         !
 2011.3!                      *   +           !!       0 .    .    .         !
 2011.4!                       + *            !!         .    .  0 .         !
 2012.1!                      *   +           !!         0    .    .         !
 2012.2!                    *   +             !!       0 .    .    .         !
 2012.3!                  *   +               !!         0    .    .         !
 2012.4!                    +   *             !!         .    .    0         !


     31.38 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNONE=NOPX$Q/NEPMM;                                                     
 GENR LAANONE=LOG(AANONE+.00001);                                             
 GENR LANONE=LOG(ANONE+.00001);                                               
 LHS AANONE=EXP(LAANONE)-.00001;                                              
  EQ  415 LAANONE C LANONE(-1) PNONE;                                         
EQUATION 537  LAANONE  
   RHS     C  LANONE(-1)  PNONE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  537 PLOT=0;END;                                                     

Equation number =  537
**********************

Dependent variable = LAANONE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.050658944

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.110573522       0.078823121  -1.40281     1.000000
12020 LANONE  ( -1)       0.964882403       0.018144439  53.17786    -4.057468
12018 PNONE   (  0)      -0.027157068       0.056685121  -0.47909     0.924466

SE of equation            =     0.163798187
Sum of squared residuals  =  4.96352155       0.219602114E-11
Average absolute error    =     0.122056842
Sum of ABS residuals      =  22.9466863    
R squared                 =   0.94313
Durbin-Watson statistic   =   2.86263
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!  *  +                                !!           0  .  .           !
 1966.2! *+                                   !!           .0 .  .           !
 1966.3*  +                                   !!           0  .  .           !
 1966.4!+                                     !!           .  0  .           !
 1967.1! +  *                                 !!           .  .  0           !
 1967.2!    +                                 !!           . 0.  .           !
 1967.3!    +*                                !!           .  .0 .           !
 1967.4!   * +                                !!           0  .  .           !
 1968.1!   + *                                !!           .  . 0.           !
 1968.2!  *  +                                !!           0  .  .           !
 1968.3!   +*                                 !!           .  .0 .           !
 1968.4!    *+                                !!           .  0  .           !
 1969.1!    *+                                !!           . 0.  .           !
 1969.2!    *+                                !!           .  0  .           !
 1969.3!   * +                                !!           .0 .  .           !
 1969.4!    +                                 !!           .  0  .           !
 1970.1!   *+                                 !!           . 0.  .           !
 1970.2!  * +                                 !!           .0 .  .           !
 1970.3!   + *                                !!           .  .  0           !
 1970.4!  *   +                               !!          0.  .  .           !
 1971.1!  *+                                  !!           . 0.  .           !
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 1971.3! *  +                                 !!           0  .  .           !
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 1972.3!    + *                               !!           .  .  0           !
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 1982.3!                +     *               !!           .  .  .    0      !
 1982.4!                 *    +               !!       0   .  .  .           !
 1983.1!                 +    *               !!           .  .  .  0        !
 1983.2!                      +*              !!           .  .0 .           !
 1983.3!                       +              !!           .  0  .           !
 1983.4!                    *  +              !!           0  .  .           !
 1984.1!                    +  *              !!           .  .  0           !
 1984.2!                  *    +              !!        0  .  .  .           !
 1984.3!                  +      *            !!           .  .  .    0      !
 1984.4!                       * +            !!           .0 .  .           !
 1985.1!                 *     +              !!       0   .  .  .           !
 1985.2!                *+                    !!           .0 .  .           !
 1985.3!                +   *                 !!           .  .  .0          !
 1985.4!                    +   *             !!           .  .  . 0         !
 1986.1!                 *      +             !!      0    .  .  .           !
 1986.2!                 +*                   !!           .  .0 .           !
 1986.3!                  +    *              !!           .  .  .  0        !
 1986.4!                    *  +              !!           0  .  .           !
 1987.1!                    + *               !!           .  . 0.           !
 1987.2!                      + *             !!           .  . 0.           !
 1987.3!                        +   *         !!           .  .  .0          !
 1987.4!                     *     +          !!       0   .  .  .           !
 1988.1!                     +  *             !!           .  .  .0          !
 1988.2!                      * +             !!           0  .  .           !
 1988.3!                     *+               !!           . 0.  .           !
 1988.4!                    *+                !!           .0 .  .           !
 1989.1!                    +   *             !!           .  .  . 0         !
 1989.2!                        +             !!           .  0  .           !
 1989.3!                        +             !!           . 0.  .           !
 1989.4!                   *    +             !!         0 .  .  .           !
 1990.1!                   +     *            !!           .  .  .  0        !
 1990.2!                         +            !!           .  0  .           !
 1990.3!                         + *          !!           .  . 0.           !
 1990.4!                           +*         !!           .  .0 .           !
 1991.1!                           +          !!           . 0.  .           !
 1991.2!                           +*         !!           .  . 0.           !
 1991.3!                          * +         !!           .0 .  .           !
 1991.4!                          +*          !!           .  .0 .           !
 1992.1!                          *+          !!           . 0.  .           !
 1992.2!                          +*          !!           .  .0 .           !
 1992.3!                          *+          !!           .  0  .           !
 1992.4!                          +*          !!           .  0  .           !
 1993.1!                           + *        !!           .  . 0.           !
 1993.2!                             + *      !!           .  .  0           !
 1993.3!                               +*     !!           .  .0 .           !
 1993.4!                                +     !!           .  0  .           !
 1994.1!                               *+     !!           .  0  .           !
 1994.2!                               +  *   !!           .  .  0           !
 1994.3!                                 *+   !!           .  0  .           !
 1994.4!                                *+    !!           .0 .  .           !
 1995.1!                                +*    !!           .  . 0.           !
 1995.2!                                *+    !!           . 0.  .           !
 1995.3!                               *+     !!           . 0.  .           !
 1995.4!                               +*     !!           .  .0 .           !
 1996.1!                                +  *  !!           .  .  .0          !
 1996.2!                                  +   !!           . 0.  .           !
 1996.3!                                 +  * !!           .  .  0           !
 1996.4!                                    + !!           .  .0 .           !
 1997.1!                                    + *!           .  . 0.           !
 1997.2!                                *     +!        0  .  .  .           !
 1997.3!                                +  *  !!           .  .  0           !
 1997.4!                                  *+  !!           . 0.  .           !
 1998.1!                                  +   !!           .  0  .           !
 1998.2!                               *  +   !!           0  .  .           !
 1998.3!                               +*     !!           .  .0 .           !
 1998.4!                               *+     !!           . 0.  .           !
 1999.1!                              *+      !!           . 0.  .           !
 1999.2!                              +*      !!           .  . 0.           !
 1999.3!                               +      !!           .  0  .           !
 1999.4!                               +  *   !!           .  .  0           !
 2000.1!                                 +    !!           . 0.  .           !
 2000.2!                                +*    !!           .  .0 .           !
 2000.3!                                 +    !!           .  0  .           !
 2000.4!                                +*    !!           .  .0 .           !
 2001.1!                               * +    !!           . 0.  .           !
 2001.2!                               + *    !!           .  . 0.           !
 2001.3!                                 +    !!           .  .0 .           !
 2001.4!                               * +    !!           .0 .  .           !
 2002.1!                              *+      !!           . 0.  .           !
 2002.2!                              + *     !!           .  .  0           !
 2002.3!                               *+     !!           . 0.  .           !
 2002.4!                               +*     !!           .  .0 .           !
 2003.1!                               *+     !!           .  0  .           !
 2003.2!                               +*     !!           .  . 0.           !
 2003.3!                              * +     !!           .0 .  .           !
 2003.4!                             *+       !!           .  0  .           !
 2004.1!                             +  *     !!           .  .  0           !
 2004.2!                              * +     !!           .0 .  .           !
 2004.3!                              +       !!           .  0  .           !
 2004.4!                          *  +        !!          0.  .  .           !
 2005.1!                          +*          !!           .  .0 .           !
 2005.2!                           +*         !!           .  .0 .           !
 2005.3!                            +         !!           . 0.  .           !
 2005.4!                           +*         !!           .  .0 .           !
 2006.1!                          * +         !!           .0 .  .           !
 2006.2!                        * +           !!           .0 .  .           !
 2006.3!                        +   *         !!           .  .  . 0         !
 2006.4!                          * +         !!           .0 .  .           !
 2007.1!                         *+           !!           . 0.  .           !
 2007.2!                         + *          !!           .  .  0           !
 2007.3!                          *+          !!           . 0.  .           !
 2007.4!                       * +            !!           0  .  .           !
 2008.1!                      +  *            !!           .  .  0           !
 2008.2!                        +*            !!           .  0  .           !
 2008.3!                       *+             !!           .0 .  .           !
 2008.4!                      +   *           !!           .  .  .0          !
 2009.1!                         +   *        !!           .  .  .0          !
 2009.2!                           *+         !!           .0 .  .           !
 2009.3!                           +          !!           .  0  .           !
 2009.4!                           +   *      !!           .  .  . 0         !
 2010.1!                            *  +      !!           0  .  .           !
 2010.2!                           *+         !!           . 0.  .           !
 2010.3!                         *+           !!           .0 .  .           !
 2010.4!                        +  *          !!           .  .  0           !
 2011.1!                        *  +          !!           0  .  .           !
 2011.2!                      * +             !!           .0 .  .           !
 2011.3!                      +   *           !!           .  .  . 0         !
 2011.4!                        * +           !!           .0 .  .           !
 2012.1!                        +*            !!           .  .0 .           !
 2012.2!                       * +            !!           .0 .  .           !
 2012.3!                      +   *           !!           .  .  .0          !
 2012.4!                         +*           !!           .  0  .           !


     28.19 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWNE=SWPX$Q/NEPMM;                                                     
 GENR LAASWNE=LOG(AASWNE+.00001);                                             
 GENR LASWNE=LOG(ASWNE+.00001);                                               
 LHS AASWNE=EXP(LAASWNE)-.00001;                                              
  EQ  416 LAASWNE C LASWNE(-1) PSWNE;                                         
EQUATION 538  LAASWNE  
   RHS     C  LASWNE(-1)  PSWNE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  538 PLOT=0;END;                                                     

Equation number =  538
**********************

Dependent variable = LAASWNE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.056577845

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.623467277       0.157623615  -3.95542     1.000000
12023 LASWNE  ( -1)       0.832422840       0.042376814  19.64336    -4.056051
12021 PSWNE   (  0)      -0.045844280       0.031926734  -1.43592     1.238122

SE of equation            =     0.067848231
Sum of squared residuals  = 0.851625751      -0.120889077E-09
Average absolute error    =     0.050157530
Sum of ABS residuals      =  9.42961564    
R squared                 =   0.74006
Durbin-Watson statistic   =   2.34528
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                +*                    !!          .   .0  .          !
 1966.2!                +     *               !!          .   .   . 0        !
 1966.3!                 *   +                !!          0   .   .          !
 1966.4!                +                     !!          .   0   .          !
 1967.1!                +       *             !!          .   .   .    0     !
 1967.2!                   *   +              !!          .0  .   .          !
 1967.3!             *     +                  !!        0 .   .   .          !
 1967.4!              + *                     !!          .   .  0.          !
 1968.1!                +       *             !!          .   .   .   0      !
 1968.2!                  *   +               !!          0   .   .          !
 1968.3!                  + *                 !!          .   . 0 .          !
 1968.4!                  * +                 !!          . 0 .   .          !
 1969.1!                 +                    !!          .  0.   .          !
 1969.2!             *  +                     !!          0   .   .          !
 1969.3!          *  +                        !!          .0  .   .          !
 1969.4!          + *                         !!          .   . 0 .          !
 1970.1!           * +                        !!          .  0.   .          !
 1970.2!        *  +                          !!          .0  .   .          !
 1970.3!         +   *                        !!          .   .   0          !
 1970.4!             +*                       !!          .   .0  .          !
 1971.1!              +  *                    !!          .   .  0.          !
 1971.2!                + *                   !!          .   . 0 .          !
 1971.3!            *     +                   !!        0 .   .   .          !
 1971.4!             + *                      !!          .   .  0.          !
 1972.1!           *   +                      !!          0   .   .          !
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 1972.3!           +                          !!          .   0   .          !
 1972.4!      *    +                          !!        0 .   .   .          !
 1973.1!      *+                              !!          .  0.   .          !
 1973.2!  *    +                              !!          0   .   .          !
 1973.3*    +                                 !!         0.   .   .          !
 1973.4! +  *                                 !!          .   .  0.          !
 1974.1!     +              *                 !!          .   .   .          0
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 1975.2!      *    +                          !!         0.   .   .          !
 1975.3!       +                              !!          .   0   .          !
 1975.4!        +           *                 !!          .   .   .       0  !
 1976.1!     *             +                  !!0         .   .   .          !
 1976.2!      +*                              !!          .   .0  .          !
 1976.3!  *    +                              !!         0.   .   .          !
 1976.4!*   +                                 !!          0   .   .          !
 1977.1!  +                                   !!          .   .0  .          !
 1977.2!  * +                                 !!          . 0 .   .          !
 1977.3!   *+                                 !!          .  0.   .          !
 1977.4!    *+                                !!          .  0.   .          !
 1978.1!      +      *                        !!          .   .   .  0       !
 1978.2!             + *                      !!          .   . 0 .          !
 1978.3!          *     +                     !!        0 .   .   .          !
 1978.4!        *  +                          !!          .0  .   .          !
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 1979.2!               * +                    !!          .  0.   .          !
 1979.3!          *    +                      !!        0 .   .   .          !
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 1980.3!           +     *                    !!          .   .   . 0        !
 1980.4!                 +  *                 !!          .   . 0 .          !
 1981.1!             *     +                  !!        0 .   .   .          !
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 1981.4!            +      *                  !!          .   .   .  0       !
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 1983.1!                      +    *          !!          .   .   .0         !
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 1983.3!                          +           !!          .   0   .          !
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 1984.3!                      +               !!          .   0   .          !
 1984.4!                     +  *             !!          .   . 0 .          !
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 1985.3!                *  +                  !!          . 0 .   .          !
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 1987.3!                     + *              !!          .   . 0 .          !
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 1988.4!                 * +                  !!          .0  .   .          !
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 1989.3!                    +                 !!          .  0.   .          !
 1989.4!                   +*                 !!          .   0   .          !
 1990.1!                   +*                 !!          .   .0  .          !
 1990.2!                   *+                 !!          .  0.   .          !
 1990.3!                 *+                   !!          .  0.   .          !
 1990.4!                 +  *                 !!          .   .  0.          !
 1991.1!                   +   *              !!          .   .   0          !
 1991.2!                *     +               !!        0 .   .   .          !
 1991.3!                + *                   !!          .   . 0 .          !
 1991.4!                  +*                  !!          .   .0  .          !
 1992.1!                   + *                !!          .   . 0 .          !
 1992.2!                 *  +                 !!          .0  .   .          !
 1992.3!                 +                    !!          .   0   .          !
 1992.4!                 +  *                 !!          .   .  0.          !
 1993.1!                    +                 !!          .   0   .          !
 1993.2!                   *+                 !!          .  0.   .          !
 1993.3!                   +      *           !!          .   .   . 0        !
 1993.4!                         +            !!          .   0   .          !
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 1994.3!                         + *          !!          .   . 0 .          !
 1994.4!                          +  *        !!          .   .  0.          !
 1995.1!                          *+          !!          .  0.   .          !
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 1995.3!                           *+         !!          .  0.   .          !
 1995.4!                          +  *        !!          .   .   0          !
 1996.1!                        *  +          !!          .0  .   .          !
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 1996.3!                          +    *      !!          .   .   .0         !
 1996.4!                             +        !!          .   0   .          !
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 1997.3!                          + *         !!          .   . 0 .          !
 1997.4!                          + *         !!          .   .0  .          !
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 1998.2!                            +*        !!          .   .0  .          !
 1998.3!                            +   *     !!          .   .   0          !
 1998.4!                              +*      !!          .   .0  .          !
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 1999.3!                               * +    !!          . 0 .   .          !
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 2000.2!                      *    +          !!         0.   .   .          !
 2000.3!                      +*              !!          .   .0  .          !
 2000.4!                   *  +               !!          .0  .   .          !
 2001.1!                    +    *            !!          .   .   .0         !
 2001.2!                        +             !!          .   0   .          !
 2001.3!                       +              !!          .  0.   .          !
 2001.4!                       +*             !!          .   .0  .          !
 2002.1!                       +*             !!          .   .0  .          !
 2002.2!                        +       *     !!          .   .   .   0      !
 2002.3!                       *      +       !!       0  .   .   .          !
 2002.4!                       +   *          !!          .   .   0          !
 2003.1!                        * +           !!          . 0 .   .          !
 2003.2!                      *+              !!          .  0.   .          !
 2003.3!                      +               !!          .   0   .          !
 2003.4!                     +*               !!          .   .0  .          !
 2004.1!                      +               !!          .   0   .          !
 2004.2!                     *+               !!          .  0.   .          !
 2004.3!                     +                !!          .   0   .          !
 2004.4!                   * +                !!          .  0.   .          !
 2005.1!                   +                  !!          .  0.   .          !
 2005.2!               *   +                  !!          0   .   .          !
 2005.3!             *  +                     !!          .0  .   .          !
 2005.4!              +*                      !!          .   0   .          !
 2006.1!              * +                     !!          .  0.   .          !
 2006.2!               +*                     !!          .   .0  .          !
 2006.3!               * +                    !!          . 0 .   .          !
 2006.4!                +*                    !!          .   .0  .          !
 2007.1!               * +                    !!          . 0 .   .          !
 2007.2!               *+                     !!          .  0.   .          !
 2007.3!              * +                     !!          .  0.   .          !
 2007.4!              *+                      !!          .  0.   .          !
 2008.1!               +                      !!          .   0   .          !
 2008.2!            *   +                     !!          0   .   .          !
 2008.3!            * +                       !!          .  0.   .          !
 2008.4!           *  +                       !!          .0  .   .          !
 2009.1!      *     +                         !!        0 .   .   .          !
 2009.2!        *+                            !!          .  0.   .          !
 2009.3!         *+                           !!          .  0.   .          !
 2009.4!      *    +                          !!         0.   .   .          !
 2010.1!     *   +                            !!          .0  .   .          !
 2010.2!        +*                            !!          .   .0  .          !
 2010.3!           + *                        !!          .   .  0.          !
 2010.4!               +                      !!          .   .0  .          !
 2011.1!              * +                     !!          . 0 .   .          !
 2011.2!           *   +                      !!          0   .   .          !
 2011.3!        *    +                        !!         0.   .   .          !
 2011.4!         *+                           !!          .  0.   .          !
 2012.1!           + *                        !!          .   . 0 .          !
 2012.2!         *    +                       !!         0.   .   .          !
 2012.3!           +                          !!          .   0   .          !
 2012.4!           * +                        !!          . 0 .   .          !


     27.13 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ   417 LAAGRNE C LAGRNE(-1) PGRNE;SMPL 1966.1 2012.4;OLS;EST  417 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRNE=IRPX$Q/NEPMM;                                                     
 GENR LAAIRNE=LOG(AAIRNE+.00001);                                             
 GENR LAIRNE=LOG(AIRNE+.00001);                                               
 LHS AAIRNE=EXP(LAAIRNE)-.00001;                                              
  EQ  418 LAAIRNE C LAIRNE(-1) PIRNE;                                         
EQUATION 539  LAAIRNE  
   RHS     C  LAIRNE(-1)  PIRNE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  539 PLOT=0;END;                                                     

Equation number =  539
**********************

Dependent variable = LAAIRNE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.081398241

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.193002583       0.128890045  -1.49742     1.000000
12026 LAIRNE  ( -1)       0.918227986       0.030730036  29.88047    -5.090954
12024 PIRNE   (  0)      -0.167187959       0.134095768  -1.24678     1.278438

SE of equation            =     0.272026891
Sum of squared residuals  =  13.6897464       0.522693000E-12
Average absolute error    =     0.217564653
Sum of ABS residuals      =  40.9021547    
R squared                 =   0.90978
Durbin-Watson statistic   =   2.88489
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!    * +                               !!        .  0  .     .        !
 1966.2!   * +                                !!        .  0  .     .        !
 1966.3!    +                                 !!        .    0.     .        !
 1966.4!    *+                                !!        .    0.     .        !
 1967.1!     +    *                           !!        .     .     .  0     !
 1967.2!   *       +                          !!0       .     .     .        !
 1967.3!   * +                                !!        .  0  .     .        !
 1967.4*     +                                !!    0   .     .     .        !
 1968.1! + *                                  !!        .     .   0 .        !
 1968.2! *  +                                 !!        0     .     .        !
 1968.3*   +                                  !!       0.     .     .        !
 1968.4! +*                                   !!        .     . 0   .        !
 1969.1*    +                                 !!     0  .     .     .        !
 1969.2! +    *                               !!        .     .     .  0     !
 1969.3!      *+                              !!        .     0     .        !
 1969.4!  *     +                             !!   0    .     .     .        !
 1970.1!   + *                                !!        .     .  0  .        !
 1970.2!    * +                               !!        .  0  .     .        !
 1970.3!      + *                             !!        .     .    0.        !
 1970.4! *       +                            !0        .     .     .        !
 1971.1! *+                                   !!        .  0  .     .        !
 1971.2!  +*                                  !!        .     .0    .        !
 1971.3!    +                                 !!        .    0.     .        !
 1971.4!   * +                                !!        . 0   .     .        !
 1972.1!    +*                                !!        .     . 0   .        !
 1972.2!     *+                               !!        .    0.     .        !
 1972.3!      +     *                         !!        .     .     .   0    !
 1972.4!         *  +                         !!       0.     .     .        !
 1973.1!         + *                          !!        .     .  0  .        !
 1973.2!          *+                          !!        .    0.     .        !
 1973.3!           +*                         !!        .     .  0  .        !
 1973.4!            +*                        !!        .     . 0   .        !
 1974.1!            * +                       !!        .   0 .     .        !
 1974.2!             +*                       !!        .     0     .        !
 1974.3!              +                       !!        .     0     .        !
 1974.4!             * +                      !!        .  0  .     .        !
 1975.1!              +                       !!        .     .0    .        !
 1975.2!               +*                     !!        .     . 0   .        !
 1975.3!                +      *              !!        .     .     .     0  !
 1975.4!                   *   +              !!       0.     .     .        !
 1976.1!               *   +                  !!      0 .     .     .        !
 1976.2!               +*                     !!        .     . 0   .        !
 1976.3!                +  *                  !!        .     .     0        !
 1976.4!                 * +                  !!        . 0   .     .        !
 1977.1!                 +*                   !!        .     .0    .        !
 1977.2!               *  +                   !!        .0    .     .        !
 1977.3!               +       *              !!        .     .     .       0!
 1977.4!               *      +               !! 0      .     .     .        !
 1978.1!               + *                    !!        .     .  0  .        !
 1978.2!               * +                    !!        .  0  .     .        !
 1978.3!                +    *                !!        .     .     .   0    !
 1978.4!                 *   +                !!       0.     .     .        !
 1979.1!                 +                    !!        .     0     .        !
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 1979.3!                   + *                !!        .     .    0.        !
 1979.4!                  *  +                !!       0.     .     .        !
 1980.1!                  +  *                !!        .     .    0.        !
 1980.2!                  *  +                !!        0     .     .        !
 1980.3!                  +   *               !!        .     .     . 0      !
 1980.4!                    * +               !!        . 0   .     .        !
 1981.1!                    +                 !!        .     0     .        !
 1981.2!                     +*               !!        .     .  0  .        !
 1981.3!                      +               !!        .     0     .        !
 1981.4!                 *    +               !!     0  .     .     .        !
 1982.1!                  +                   !!        .     .0    .        !
 1982.2!                   +  *               !!        .     .     .0       !
 1982.3!                      +               !!        .     .0    .        !
 1982.4!                   *  +               !!       0.     .     .        !
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 1983.2!                    +*                !!        .     .  0  .        !
 1983.3!                      +     *         !!        .     .     .    0   !
 1983.4!                     *     +          !!   0    .     .     .        !
 1984.1!                     +   *            !!        .     .     0        !
 1984.2!                        +  *          !!        .     .    0.        !
 1984.3!                           +*         !!        .     .  0  .        !
 1984.4!                        *   +         !!        0     .     .        !
 1985.1!                        + *           !!        .     .  0  .        !
 1985.2!                         *+           !!        .  0  .     .        !
 1985.3!                        +  *          !!        .     .     0        !
 1985.4!                        *  +          !!        .0    .     .        !
 1986.1!                        +             !!        .     .0    .        !
 1986.2!                      * +             !!        . 0   .     .        !
 1986.3!                      +  *            !!        .     .     .0       !
 1986.4!                         +            !!        .     0     .        !
 1987.1!                         +*           !!        .     .0    .        !
 1987.2!                         +  *         !!        .     .    0.        !
 1987.3!                            +*        !!        .     . 0   .        !
 1987.4!                            +         !!        .     0     .        !
 1988.1!                          * +         !!        .   0 .     .        !
 1988.2!                          +*          !!        .     . 0   .        !
 1988.3!                           +  *       !!        .     .     0        !
 1988.4!                          *   +       !!       0.     .     .        !
 1989.1!                         +   *        !!        .     .     0        !
 1989.2!                           *+         !!        .  0  .     .        !
 1989.3!                          +    *      !!        .     .     . 0      !
 1989.4!                         *    +       !!     0  .     .     .        !
 1990.1!                         + *          !!        .     .  0  .        !
 1990.2!                        * +           !!        . 0   .     .        !
 1990.3!                        +  *          !!        .     .     0        !
 1990.4!                         * +          !!        . 0   .     .        !
 1991.1!                         +   *        !!        .     .     .0       !
 1991.2!                         *  +         !!        0     .     .        !
 1991.3!                         +    *       !!        .     .     .  0     !
 1991.4!                            *+        !!        .   0 .     .        !
 1992.1!                            +*        !!        .     .0    .        !
 1992.2!                            +*        !!        .     .0    .        !
 1992.3!                            +  *      !!        .     .     0        !
 1992.4!                            *  +      !!        .0    .     .        !
 1993.1!                            + *       !!        .     .  0  .        !
 1993.2!                             +*       !!        .     .0    .        !
 1993.3!                              +*      !!        .     . 0   .        !
 1993.4!                             * +      !!        . 0   .     .        !
 1994.1!                           *+         !!        .  0  .     .        !
 1994.2!                           +*         !!        .     .  0  .        !
 1994.3!                            +  *      !!        .     .     0        !
 1994.4!                             * +      !!        . 0   .     .        !
 1995.1!                             + *      !!        .     .    0.        !
 1995.2!                               +*     !!        .     .0    .        !
 1995.3!                               +   *  !!        .     .     . 0      !
 1995.4!                               *   +  !!        0     .     .        !
 1996.1!                               +*     !!        .     . 0   .        !
 1996.2!                               +      !!        .     0     .        !
 1996.3!                               +    * !!        .     .     .   0    !
 1996.4!                               *   +  !!       0.     .     .        !
 1997.1!                               + *    !!        .     .   0 .        !
 1997.2!                                +     !!        .     0     .        !
 1997.3!                                +    *!!        .     .     .  0     !
 1997.4!                              *     + !!   0    .     .     .        !
 1998.1!                              +*      !!        .     . 0   .        !
 1998.2!                              + *     !!        .     . 0   .        !
 1998.3!                               +    * !!        .     .     .  0     !
 1998.4!                                 * +  !!        . 0   .     .        !
 1999.1!                                + *   !!        .     .  0  .        !
 1999.2!                                 +*   !!        .     . 0   .        !
 1999.3!                                  +   *!        .     .     . 0      !
 1999.4!                                   * +!!        . 0   .     .        !
 2000.1!                                   +* !!        .     . 0   .        !
 2000.2!                                 * +  !!        .  0  .     .        !
 2000.3!                                 +   *!!        .     .     .0       !
 2000.4!                                  * + !!        .  0  .     .        !
 2001.1!                                  +*  !!        .     . 0   .        !
 2001.2!                                 *+   !!        .  0  .     .        !
 2001.3!                                +  *  !!        .     .    0.        !
 2001.4!                                 *+   !!        .  0  .     .        !
 2002.1!                               *+     !!        .  0  .     .        !
 2002.2!                              +       !!        .     0     .        !
 2002.3!                              +   *   !!        .     .     . 0      !
 2002.4!                             *    +   !!      0 .     .     .        !
 2003.1!                             +*       !!        .     . 0   .        !
 2003.2!                              +   *   !!        .     .     0        !
 2003.3!                                 +    *!        .     .     .  0     !
 2003.4!                                 *   +!!       0.     .     .        !
 2004.1!                                *+    !!        .   0 .     .        !
 2004.2!                               +*     !!        .     .0    .        !
 2004.3!                                +  *  !!        .     .     0        !
 2004.4!                               *  +   !!        0     .     .        !
 2005.1!                               +*     !!        .     . 0   .        !
 2005.2!                                +*    !!        .     .0    .        !
 2005.3!                                + *   !!        .     .  0  .        !
 2005.4!                             *    +   !!      0 .     .     .        !
 2006.1!                             +        !!        .    0.     .        !
 2006.2!                            *+        !!        .    0.     .        !
 2006.3!                            + *       !!        .     .   0 .        !
 2006.4!                           *  +       !!        0     .     .        !
 2007.1!                            +*        !!        .     .   0 .        !
 2007.2!                            * +       !!        .   0 .     .        !
 2007.3!                             + *      !!        .     .   0 .        !
 2007.4!                         *     +      !!    0   .     .     .        !
 2008.1!                          +           !!        .     0     .        !
 2008.2!                          +           !!        .    0.     .        !
 2008.3!                          +  *        !!        .     .    0.        !
 2008.4!                         *   +        !!      0 .     .     .        !
 2009.1!                         +  *         !!        .     .    0.        !
 2009.2!                           *+         !!        .    0.     .        !
 2009.3!                            +  *      !!        .     .     0        !
 2009.4!                          *    +      !!     0  .     .     .        !
 2010.1!                          +           !!        .    0.     .        !
 2010.2!                          +*          !!        .     .0    .        !
 2010.3!                           +  *       !!        .     .    0.        !
 2010.4!                          *   +       !!     0  .     .     .        !
 2011.1!                          +*          !!        .     .0    .        !
 2011.2!                           +          !!        .    0.     .        !
 2011.3!                           +*         !!        .     . 0   .        !
 2011.4!                        *    +        !!      0 .     .     .        !
 2012.1!                         +            !!        .     0     .        !
 2012.2!                          +           !!        .     0     .        !
 2012.3!                           + *        !!        .     .    0.        !
 2012.4!                         *    +       !!    0   .     .     .        !


     34.57 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPONE=POPX$Q/NEPMM;                                                     
 GENR LAAPONE=LOG(AAPONE+.00001);                                             
 GENR LAPONE=LOG(APONE+.00001);                                               
 LHS AAPONE=EXP(LAAPONE)-.00001;                                              
  EQ  419 LAAPONE C LAPONE(-1) PPONE;                                         
EQUATION 540  LAAPONE  
   RHS     C  LAPONE(-1)  PPONE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  540 PLOT=0;END;                                                     

Equation number =  540
**********************

Dependent variable = LAAPONE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.812195207

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.263149369       0.121199386  -2.17121     1.000000
12029 LAPONE  ( -1)       0.921664065       0.029165816  31.60083    -5.818492
12027 PPONE   (  0)      -0.145186083       0.087601267  -1.65735     1.283534

SE of equation            =     0.171062976
Sum of squared residuals  =  5.41357020       0.152589053E-11
Average absolute error    =     0.134389086
Sum of ABS residuals      =  25.2651481    
R squared                 =   0.92037
Durbin-Watson statistic   =   2.63697
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!      *  +                            !!         0    .    .         !
 1966.2!       +                              !!         .    .0   .         !
 1966.3!    *  +                              !!         0    .    .         !
 1966.4!     + *                              !!         .    .   0.         !
 1967.1!        + *                           !!         .    .   0.         !
 1967.2!          +                           !!         .   0.    .         !
 1967.3!     *    +                           !!    0    .    .    .         !
 1967.4!     *+                               !!         .    0    .         !
 1968.1!     *+                               !!         .  0 .    .         !
 1968.2!     *+                               !!         .  0 .    .         !
 1968.3!     *+                               !!         .   0.    .         !
 1968.4!      +*                              !!         .    .0   .         !
 1969.1!    *   +                             !!       0 .    .    .         !
 1969.2!   *+                                 !!         .  0 .    .         !
 1969.3*   +                                  !!      0  .    .    .         !
 1969.4!+    *                                !!         .    .    .  0      !
 1970.1!     +*                               !!         .    . 0  .         !
 1970.2!       +                              !!         .    .0   .         !
 1970.3!       *+                             !!         .  0 .    .         !
 1970.4!       + *                            !!         .    .  0 .         !
 1971.1!      *  +                            !!        0.    .    .         !
 1971.2!      +    *                          !!         .    .    . 0       !
 1971.3!        *  +                          !!         .0   .    .         !
 1971.4!         +  *                         !!         .    .    0         !
 1972.1!       *     +                        !!    0    .    .    .         !
 1972.2!        +                             !!         .    0    .         !
 1972.3!       * +                            !!         .0   .    .         !
 1972.4!       +  *                           !!         .    .   0.         !
 1973.1!   *      +                           !!  0      .    .    .         !
 1973.2!    +    *                            !!         .    .    .  0      !
 1973.3!          +*                          !!         .    . 0  .         !
 1973.4!         * +                          !!         .0   .    .         !
 1974.1!         +  *                         !!         .    .   0.         !
 1974.2!          *  +                        !!         0    .    .         !
 1974.3!      *    +                          !!     0   .    .    .         !
 1974.4!       +   *                          !!         .    .    .0        !
 1975.1!           +  *                       !!         .    .   0.         !
 1975.2!       *      +                       !! 0       .    .    .         !
 1975.3! *      +                             !!   0     .    .    .         !
 1975.4!   +                                  !!         .    .0   .         !
 1976.1!    +        *                        !!         .    .    .         0
 1976.2!     *        +                       !!0        .    .    .         !
 1976.3!    * +                               !!         .0   .    .         !
 1976.4!*    +                                !!     0   .    .    .         !
 1977.1! +    *                               !!         .    .    .  0      !
 1977.2!     * +                              !!         .0   .    .         !
 1977.3!      +                               !!         .   0.    .         !
 1977.4!       +*                             !!         .    . 0  .         !
 1978.1!         +   *                        !!         .    .    . 0       !
 1978.2!           *  +                       !!         0    .    .         !
 1978.3!         *  +                         !!         .0   .    .         !
 1978.4!           +                          !!         .    0    .         !
 1979.1!            + *                       !!         .    .   0.         !
 1979.2!               +                      !!         .    0    .         !
 1979.3!              * +                     !!         .  0 .    .         !
 1979.4!               +                      !!         .   0.    .         !
 1980.1!                + *                   !!         .    .   0.         !
 1980.2!                   +      *           !!         .    .    .      0  !
 1980.3!                  *       +           !!0        .    .    .         !
 1980.4!                  +*                  !!         .    . 0  .         !
 1981.1!               *    +                 !!      0  .    .    .         !
 1981.2!               +                      !!         .    0    .         !
 1981.3!              *+                      !!         .   0.    .         !
 1981.4!               +     *                !!         .    .    .    0    !
 1982.1!                    *+                !!         .  0 .    .         !
 1982.2!                  *+                  !!         . 0  .    .         !
 1982.3!                  +   *               !!         .    .    .0        !
 1982.4!                     +  *             !!         .    .    0         !
 1983.1!                       +*             !!         .    .0   .         !
 1983.2!                       *+             !!         .  0 .    .         !
 1983.3!                      +               !!         .   0.    .         !
 1983.4!                     +   *            !!         .    .    . 0       !
 1984.1!                        +             !!         .    0    .         !
 1984.2!                    *   +             !!        0.    .    .         !
 1984.3!                    +  *              !!         .    .    .0        !
 1984.4!                      + *             !!         .    .  0 .         !
 1985.1!                       +*             !!         .    .0   .         !
 1985.2!                       +   *          !!         .    .    . 0       !
 1985.3!                         *+           !!         .  0 .    .         !
 1985.4!                        +    *        !!         .    .    .   0     !
 1986.1!                            +         !!         .    0    .         !
 1986.2!                           *+         !!         .   0.    .         !
 1986.3!                          +  *        !!         .    .    0         !
 1986.4!                             +   *    !!         .    .    . 0       !
 1987.1!                                +     !!         .   0.    .         !
 1987.2!                               +*     !!         .    .0   .         !
 1987.3!                               +      !!         .   0.    .         !
 1987.4!                              +   *   !!         .    .    .0        !
 1988.1!                               * +    !!         .0   .    .         !
 1988.2!                              +  *    !!         .    .   0.         !
 1988.3!                             *  +     !!        0.    .    .         !
 1988.4!                             +  *     !!         .    .    .0        !
 1989.1!                               + *    !!         .    . 0  .         !
 1989.2!                                +     !!         .    0    .         !
 1989.3!                             * +      !!         .0   .    .         !
 1989.4!                             +   *    !!         .    .    . 0       !
 1990.1!                                +  *  !!         .    .    0         !
 1990.2!                                  +   !!         .   0.    .         !
 1990.3!                                *+    !!         .  0 .    .         !
 1990.4!                                +     *!         .    .    .     0   !
 1991.1!                                    *+!!         . 0  .    .         !
 1991.2!                                 * +  !!         .0   .    .         !
 1991.3!                                +     !!         .    0    .         !
 1991.4!                                +    *!!         .    .    .  0      !
 1992.1!                                    + !!         .    0    .         !
 1992.2!                                *  +  !!        0.    .    .         !
 1992.3!                                +    *!!         .    .    .  0      !
 1992.4!                                   *+ !!         .  0 .    .         !
 1993.1!                                * +   !!         . 0  .    .         !
 1993.2!                                + *   !!         .    .   0.         !
 1993.3!                              *   +   !!        0.    .    .         !
 1993.4!                              +  *    !!         .    .    0         !
 1994.1!                               *+     !!         .  0 .    .         !
 1994.2!                               +*     !!         .    .  0 .         !
 1994.3!                                +   * !!         .    .    . 0       !
 1994.4!                                 * +  !!         .0   .    .         !
 1995.1!                                 + *  !!         .    .  0 .         !
 1995.2!                                   +* !!         .    .  0 .         !
 1995.3!                                 *  + !!         0    .    .         !
 1995.4!                                 +  * !!         .    .    .0        !
 1996.1!                                  * + !!         . 0  .    .         !
 1996.2!                                 +    !!         .    0    .         !
 1996.3!                               * +    !!         .0   .    .         !
 1996.4!                              +   *   !!         .    .    .0        !
 1997.1!                                 *+   !!         .  0 .    .         !
 1997.2!                              * +     !!         . 0  .    .         !
 1997.3!                            * +       !!         . 0  .    .         !
 1997.4!                            +    *    !!         .    .    .   0     !
 1998.1!                              * +     !!         .0   .    .         !
 1998.2!                              + *     !!         .    .  0 .         !
 1998.3!                             * +      !!         0    .    .         !
 1998.4!                             +    *   !!         .    .    .   0     !
 1999.1!                               * +    !!         . 0  .    .         !
 1999.2!                              *+      !!         .   0.    .         !
 1999.3!                         *    +       !!      0  .    .    .         !
 1999.4!                          +    *      !!         .    .    .  0      !
 2000.1!                            * +       !!         . 0  .    .         !
 2000.2!                           *+         !!         . 0  .    .         !
 2000.3!                        * +           !!         .0   .    .         !
 2000.4!                        +*            !!         .    .  0 .         !
 2001.1!                         +  *         !!         .    .   0.         !
 2001.2!                           +          !!         .   0.    .         !
 2001.3!                         * +          !!         . 0  .    .         !
 2001.4!                         +  *         !!         .    .    0         !
 2002.1!                          *+          !!         .  0 .    .         !
 2002.2!                         *+           !!         .   0.    .         !
 2002.3!                         +            !!         .    0    .         !
 2002.4!                         + *          !!         .    .   0.         !
 2003.1!                           +*         !!         .    .0   .         !
 2003.2!                            +*        !!         .    . 0  .         !
 2003.3!                           * +        !!         . 0  .    .         !
 2003.4!                           + *        !!         .    .  0 .         !
 2004.1!                            *+        !!         .  0 .    .         !
 2004.2!                            + *       !!         .    .  0 .         !
 2004.3!                           *  +       !!         0    .    .         !
 2004.4!                            +  *      !!         .    .    0         !
 2005.1!                              *+      !!         .  0 .    .         !
 2005.2!                             *+       !!         .  0 .    .         !
 2005.3!                           * +        !!         . 0  .    .         !
 2005.4!                           + *        !!         .    .  0 .         !
 2006.1!                            *+        !!         .  0 .    .         !
 2006.2!                           *+         !!         .  0 .    .         !
 2006.3!                         * +          !!         . 0  .    .         !
 2006.4!                          +  *        !!         .    .    0         !
 2007.1!                          *  +        !!         0    .    .         !
 2007.2!                           +          !!         .    0    .         !
 2007.3!                        *  +          !!         0    .    .         !
 2007.4!                         +   *        !!         .    .    .0        !
 2008.1!                          *  +        !!         .0   .    .         !
 2008.2!                          *+          !!         .   0.    .         !
 2008.3!                      *    +          !!      0  .    .    .         !
 2008.4!                       +*             !!         .    . 0  .         !
 2009.1!                       * +            !!         . 0  .    .         !
 2009.2!                        +  *          !!         .    .    0         !
 2009.3!                           *+         !!         .    0    .         !
 2009.4!                           *+         !!         .   0.    .         !
 2010.1!                           *+         !!         .   0.    .         !
 2010.2!                          *+          !!         .  0 .    .         !
 2010.3!                          *+          !!         .    0    .         !
 2010.4!                          *+          !!         .  0 .    .         !
 2011.1!                          + *         !!         .    .  0 .         !
 2011.2!                            +         !!         .   0.    .         !
 2011.3!                          * +         !!         . 0  .    .         !
 2011.4!                           +*         !!         .    . 0  .         !
 2012.1!                           *+         !!         .   0.    .         !
 2012.2!                           *+         !!         .   0.    .         !
 2012.3!                          *+          !!         .  0 .    .         !
 2012.4!                           + *        !!         .    .   0.         !


     28.19 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPNE=SPPX$Q/NEPMM;                                                     
 GENR LAASPNE=LOG(AASPNE+.00001);                                             
 GENR LASPNE=LOG(ASPNE+.00001);                                               
 LHS AASPNE=EXP(LAASPNE)-.00001;                                              
  EQ  420 LAASPNE C LASPNE(-1) PSPNE;                                         
EQUATION 541  LAASPNE  
   RHS     C  LASPNE(-1)  PSPNE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  541 PLOT=0;END;                                                     

Equation number =  541
**********************

Dependent variable = LAASPNE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.394738412

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.601383496       0.114788029  -5.23908     1.000000
12032 LASPNE  ( -1)       0.752475320       0.046333013  16.24059    -4.403476
12030 PSPNE   (  0)      -0.379900572       0.082645634  -4.59674     1.263088

SE of equation            =     0.124153852
Sum of squared residuals  =  2.85162309       0.340607542E-10
Average absolute error    =     0.091401653
Sum of ABS residuals      =  17.1835108    
R squared                 =   0.94109
Durbin-Watson statistic   =   2.26167
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*     +                                !!  0       .   .   .          !
 1966.2! + *                                  !!          .   .   0          !
 1966.3!    +    *                            !!          .   .   .   0      !
 1966.4!       +*                             !!          .   .  0.          !
 1967.1!        +  *                          !!          .   .   0          !
 1967.2!         * +                          !!          0   .   .          !
 1967.3!         +   *                        !!          .   .   .  0       !
 1967.4!            *+                        !!          .  0.   .          !
 1968.1!            *+                        !!          . 0 .   .          !
 1968.2!           *+                         !!          . 0 .   .          !
 1968.3!           + *                        !!          .   .  0.          !
 1968.4!         *   +                        !!     0    .   .   .          !
 1969.1!       *  +                           !!        0 .   .   .          !
 1969.2!      *  +                            !!         0.   .   .          !
 1969.3!        +                             !!          .   . 0 .          !
 1969.4!       * +                            !!          0   .   .          !
 1970.1!        + *                           !!          .   .   0          !
 1970.2!           + *                        !!          .   .   0          !
 1970.3!              +  *                    !!          .   .   .0         !
 1970.4!             *  +                     !!        0 .   .   .          !
 1971.1!              +*                      !!          .   .  0.          !
 1971.2!                 +  *                 !!          .   .   . 0        !
 1971.3!               *    +                 !!     0    .   .   .          !
 1971.4!                +                     !!          .   0   .          !
 1972.1!                 +                    !!          .   0   .          !
 1972.2!                * +                   !!          0   .   .          !
 1972.3!                + *                   !!          .   .   0          !
 1972.4!               * +                    !!         0.   .   .          !
 1973.1!               + *                    !!          .   .  0.          !
 1973.2!                +*                    !!          .   . 0 .          !
 1973.3!                +    *                !!          .   .   .    0     !
 1973.4!                 *+                   !!          . 0 .   .          !
 1974.1!                +*                    !!          .   .0  .          !
 1974.2!               *  +                   !!       0  .   .   .          !
 1974.3!                +*                    !!          .   . 0 .          !
 1974.4!                  + *                 !!          .   .   . 0        !
 1975.1!                   *+                 !!          . 0 .   .          !
 1975.2!                   +                  !!          .   0   .          !
 1975.3!               *   +                  !!       0  .   .   .          !
 1975.4!                 +  *                 !!          .   .   .  0       !
 1976.1!                     +*               !!          .   . 0 .          !
 1976.2!                  *   +               !!      0   .   .   .          !
 1976.3!                   +*                 !!          .   .  0.          !
 1976.4!                    *+                !!          .  0.   .          !
 1977.1!                    *+                !!          .  0.   .          !
 1977.2!                    *+                !!          .0  .   .          !
 1977.3!                    *+                !!          .  0.   .          !
 1977.4!                  *  +                !!      0   .   .   .          !
 1978.1!                 * +                  !!          0   .   .          !
 1978.2!                    +                 !!          .   .0  .          !
 1978.3!                   *  +               !!        0 .   .   .          !
 1978.4!                 *  +                 !!       0  .   .   .          !
 1979.1!                  +  *                !!          .   .   0          !
 1979.2!                      +               !!          .   0   .          !
 1979.3!                       +*             !!          .   . 0 .          !
 1979.4!                     *  +             !!       0  .   .   .          !
 1980.1!                      +               !!          .   0   .          !
 1980.2!                    *  +              !!        0 .   .   .          !
 1980.3!                      +               !!          .   0   .          !
 1980.4!                      *+              !!          .  0.   .          !
 1981.1!                *       +             !0          .   .   .          !
 1981.2!                   +                  !!          .   0   .          !
 1981.3!                     +   *            !!          .   .   .    0     !
 1981.4!                          +*          !!          .   . 0 .          !
 1982.1!                           +          !!          .  0.   .          !
 1982.2!                           +*         !!          .   .0  .          !
 1982.3!                            +*        !!          .   .  0.          !
 1982.4!                             *+       !!          .  0.   .          !
 1983.1!                              +       !!          .   .0  .          !
 1983.2!                              +*      !!          .   . 0 .          !
 1983.3!                                +    *!!          .   .   .      0   !
 1983.4!                                 *  + !!         0.   .   .          !
 1984.1!                                 +    !!          .   .0  .          !
 1984.2!                                +  *  !!          .   .   .0         !
 1984.3!                               *  +   !!         0.   .   .          !
 1984.4!                               +      !!          .   0   .          !
 1985.1!                              +*      !!          .   .0  .          !
 1985.2!                               +*     !!          .   .  0.          !
 1985.3!                              * +     !!          .0  .   .          !
 1985.4!                              +   *   !!          .   .   .  0       !
 1986.1!                               * +    !!          0   .   .          !
 1986.2!                               +  *   !!          .   .   . 0        !
 1986.3!                              *  +    !!         0.   .   .          !
 1986.4!                              + *     !!          .   .   .0         !
 1987.1!                                +*    !!          .   .0  .          !
 1987.2!                              * +     !!          0   .   .          !
 1987.3!                             +*       !!          .   . 0 .          !
 1987.4!                              + *     !!          .   .   .0         !
 1988.1!                               +      !!          .  0.   .          !
 1988.2!                            * +       !!          .0  .   .          !
 1988.3!                             +  *     !!          .   .   . 0        !
 1988.4!                             * +      !!          0   .   .          !
 1989.1!                            + *       !!          .   .  0.          !
 1989.2!                             +        !!          .  0.   .          !
 1989.3!                           *+         !!          . 0 .   .          !
 1989.4!                           +  *       !!          .   .   .0         !
 1990.1!                             +        !!          .  0.   .          !
 1990.2!                            +         !!          .  0.   .          !
 1990.3!                           +   *      !!          .   .   .   0      !
 1990.4!                              +*      !!          .   . 0 .          !
 1991.1!                              +       !!          .  0.   .          !
 1991.2!                             +        !!          .   0   .          !
 1991.3!                             + *      !!          .   .   0          !
 1991.4!                              +       !!          .   . 0 .          !
 1992.1!                              +*      !!          .   .  0.          !
 1992.2!                             *+       !!          . 0 .   .          !
 1992.3!                             +        !!          .   0   .          !
 1992.4!                             +*       !!          .   . 0 .          !
 1993.1!                              +       !!          .  0.   .          !
 1993.2!                              +  *    !!          .   .   . 0        !
 1993.3!                                +     !!          .  0.   .          !
 1993.4!                                +*    !!          .   .  0.          !
 1994.1!                                 +    *!          .   .   .     0    !
 1994.2!                                 *  + !!        0 .   .   .          !
 1994.3!                               * +    !!          0   .   .          !
 1994.4!                               + *    !!          .   .  0.          !
 1995.1!                                 +    !!          .   0   .          !
 1995.2!                                +     !!          .   0   .          !
 1995.3!                                +     !!          .   0   .          !
 1995.4!                               *+     !!          .  0.   .          !
 1996.1!                               +      !!          .  0.   .          !
 1996.2!                               +*     !!          .   . 0 .          !
 1996.3!                                +*    !!          .   .  0.          !
 1996.4!                               * +    !!          .0  .   .          !
 1997.1!                               +      !!          .   0   .          !
 1997.2!                                +*    !!          .   . 0 .          !
 1997.3!                                 +*   !!          .   .  0.          !
 1997.4!                                  +*  !!          .   .  0.          !
 1998.1!                               *  +   !!       0  .   .   .          !
 1998.2!                               +*     !!          .   . 0 .          !
 1998.3!                                + *   !!          .   .   0          !
 1998.4!                                *+    !!          .0  .   .          !
 1999.1!                                +*    !!          .   .0  .          !
 1999.2!                                *+    !!          .   0   .          !
 1999.3!                                 +    !!          .   . 0 .          !
 1999.4!                                 +*   !!          .   .0  .          !
 2000.1!                                 *+   !!          .  0.   .          !
 2000.2!                                 +    !!          .   0   .          !
 2000.3!                                  +   !!          .   . 0 .          !
 2000.4!                                 *+   !!          . 0 .   .          !
 2001.1!                                 +    !!          .   0   .          !
 2001.2!                                  +   !!          .   0   .          !
 2001.3!                                 *+   !!          .   0   .          !
 2001.4!                                 +*   !!          .   .0  .          !
 2002.1!                                 *+   !!          .0  .   .          !
 2002.2!                                *+    !!          . 0 .   .          !
 2002.3!                                +     !!          .   .0  .          !
 2002.4!                                 +*   !!          .   . 0 .          !
 2003.1!                                 +*   !!          .   .0  .          !
 2003.2!                                 +*   !!          .   . 0 .          !
 2003.3!                                 + *  !!          .   .   0          !
 2003.4!                                  +   !!          .  0.   .          !
 2004.1!                                 +*   !!          .   .0  .          !
 2004.2!                                 +    !!          . 0 .   .          !
 2004.3!                                + *   !!          .   .  0.          !
 2004.4!                                 +    !!          .  0.   .          !
 2005.1!                               *+     !!          .0  .   .          !
 2005.2!                               +*     !!          .   .0  .          !
 2005.3!                               *+     !!          .  0.   .          !
 2005.4!                               +      !!          .  0.   .          !
 2006.1!                              *+      !!          . 0 .   .          !
 2006.2!                              +*      !!          .   .0  .          !
 2006.3!                               +*     !!          .   . 0 .          !
 2006.4!                               *+     !!          . 0 .   .          !
 2007.1!                               +      !!          .   0   .          !
 2007.2!                              *+      !!          .  0.   .          !
 2007.3!                               +      !!          .   .0  .          !
 2007.4!                              *+      !!          .0  .   .          !
 2008.1!                             *+       !!          . 0 .   .          !
 2008.2!                             +        !!          .  0.   .          !
 2008.3!                             +        !!          .   0   .          !
 2008.4!                             *+       !!          .  0.   .          !
 2009.1!                              +       !!          .   0   .          !
 2009.2!                             *+       !!          .  0.   .          !
 2009.3!                              +       !!          .   .0  .          !
 2009.4!                              +       !!          .  0.   .          !
 2010.1!                              +       !!          .  0.   .          !
 2010.2!                              +       !!          .  0.   .          !
 2010.3!                              +       !!          .   0   .          !
 2010.4!                              +*      !!          .   .0  .          !
 2011.1!                              *+      !!          . 0 .   .          !
 2011.2!                             *+       !!          .0  .   .          !
 2011.3!                             +        !!          .  0.   .          !
 2011.4!                             *+       !!          . 0 .   .          !
 2012.1!                             *+       !!          . 0 .   .          !
 2012.2!                             *+       !!          .  0.   .          !
 2012.3!                             *+       !!          .  0.   .          !
 2012.4!                              +*      !!          .   .0  .          !


     27.13 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ   421 LAANZNE C LANZNE(-1) PNZNE;SMPL 1966.1 2012.4;OLS;EST  421 PLOT=0;EN
@@EQ  422 LAASANE C LASANE(-1) PSANE;SMPL 1966.1 2012.4;OLS;EST  422 PLOT=0;EN
@@EQ  423 LAAVENE C LAVENE(-1) PVENE;SMPL 1966.1 2012.4;OLS;EST  423 PLOT=0;EN
@EQ   424 LAACONE C LACONE(-1) PCONE;SMPL 1981.3 2012.4;OLS;EST  424 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJONE=JOPX$Q/NEPMM;                                                     
 GENR LAAJONE=LOG(AAJONE+.00001);                                             
 GENR LAJONE=LOG(AJONE+.00001);                                               
 LHS AAJONE=EXP(LAAJONE)-.00001;                                              
  EQ  425 LAAJONE C LAJONE(-1) PJONE;                                         
EQUATION 542  LAAJONE  
   RHS     C  LAJONE(-1)  PJONE  
 SMPL 1984.2 2012.4;                                                          
Sample period is now  1984.2 to  2012.4 Internally:   130 to   244
 OLS;EST  542 PLOT=0;END;                                                     

Equation number =  542
**********************

Dependent variable = LAAJONE 

 1984.2 -   2012.4,    0 missing obs.,  115 obs. used.

Mean of dependent variable       -9.901317830

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.289944580       0.635498264  -3.60338     1.000000
12035 LAJONE  ( -1)       0.738356224       0.061669282  11.97284    -9.905803
12033 PJONE   (  0)      -0.256522855       0.190721449  -1.34501     1.159201

SE of equation            =     0.514453890
Sum of squared residuals  =  29.6422342       0.133457689E-10
Average absolute error    =     0.385737894
Sum of ABS residuals      =  44.3598578    
R squared                 =   0.56999
Durbin-Watson statistic   =   2.52000
SMPL and No. Obs.         = 1984.2   2012.4    115

Plot of actual(*) and fitted(+) values and residuals(0)


 1984.2!      +   *                           !!          .   . 0 .          !
 1984.3!  *         +                         !!       0  .   .   .          !
 1984.4!     +                                !!          .   0   .          !
 1985.1!       *+                             !!          .  0.   .          !
 1985.2! *       +                            !!        0 .   .   .          !
 1985.3!*    +                                !!          0   .   .          !
 1985.4*     +                                !!          0   .   .          !
 1986.1!  * +                                 !!          .  0.   .          !
 1986.2! *     +                              !!          0   .   .          !
 1986.3!     *+                               !!          .   0   .          !
 1986.4!         +              *             !!          .   .   .     0    !
 1987.1!          *            +              !!     0    .   .   .          !
 1987.2!        *    +                        !!          .0  .   .          !
 1987.3!    *       +                         !!         0.   .   .          !
 1987.4!         + *                          !!          .   .0  .          !
 1988.1!     *        +                       !!        0 .   .   .          !
 1988.2!     *    +                           !!          .0  .   .          !
 1988.3!         *+                           !!          .  0.   .          !
 1988.4!*           +                         !!      0   .   .   .          !
 1989.1!      +    *                          !!          .   .   0          !
 1989.2!              +                       !!          .   0   .          !
 1989.3!           *    +                     !!          .0  .   .          !
 1989.4!              +  *                    !!          .   . 0 .          !
 1990.1!          *        +                  !!        0 .   .   .          !
 1990.2!             +       *                !!          .   .   .0         !
 1990.3!                  * +                 !!          .  0.   .          !
 1990.4!                *  +                  !!          . 0 .   .          !
 1991.1!                  +  *                !!          .   . 0 .          !
 1991.2!                     +   *            !!          .   .  0.          !
 1991.3!                        +  *          !!          .   . 0 .          !
 1991.4!                         +    *       !!          .   .  0.          !
 1992.1!                            + *       !!          .   .0  .          !
 1992.2!                            +   *     !!          .   .  0.          !
 1992.3!        *                     +       !0          .   .   .          !
 1992.4!            +                  *      !!          .   .   .        0 !
 1993.1!                     *      +         !!         0.   .   .          !
 1993.2!                     +                *!          .   .   .      0   !
 1993.3!                                * +   !!          .  0.   .          !
 1993.4!                              + *     !!          .   . 0 .          !
 1994.1!                          * +         !!          . 0 .   .          !
 1994.2!                       +       *      !!          .   .   .0         !
 1994.3!                            +*        !!          .   .0  .          !
 1994.4!                          +           !!          .   0   .          !
 1995.1!                        +     *       !!          .   .   0          !
 1995.2!                           +  *       !!          .   . 0 .          !
 1995.3!                           +  *       !!          .   . 0 .          !
 1995.4!                           +  *       !!          .   . 0 .          !
 1996.1!                    *      +          !!         0.   .   .          !
 1996.2!                   +         *        !!          .   .   .  0       !
 1996.3!                          +    *      !!          .   .  0.          !
 1996.4!                           +   *      !!          .   . 0 .          !
 1997.1!                            +*        !!          .   .0  .          !
 1997.2!                           +  *       !!          .   . 0 .          !
 1997.3!                           +    *     !!          .   .  0.          !
 1997.4!                             +  *     !!          .   . 0 .          !
 1998.1!                            +   *     !!          .   .  0.          !
 1998.2!                             +    *   !!          .   .  0.          !
 1998.3!                              +    *  !!          .   .  0.          !
 1998.4!                               +    * !!          .   .  0.          !
 1999.1!                             *  +     !!          . 0 .   .          !
 1999.2!                           +   *      !!          .   .  0.          !
 1999.3!                            *+        !!          .   0   .          !
 1999.4!                *         +           !!       0  .   .   .          !
 2000.1!        *        +                    !!        0 .   .   .          !
 2000.2!     *     +                          !!          0   .   .          !
 2000.3!         +      *                     !!          .   .   0          !
 2000.4!  *              +                    !!    0     .   .   .          !
 2001.1!     * +                              !!          .  0.   .          !
 2001.2!       * +                            !!          . 0 .   .          !
 2001.3!        * +                           !!          .  0.   .          !
 2001.4!           + *                        !!          .   .0  .          !
 2002.1!               +          *           !!          .   .   .   0      !
 2002.2!                    *    +            !!          .0  .   .          !
 2002.3!                    + *               !!          .   . 0 .          !
 2002.4!                      +*              !!          .   .0  .          !
 2003.1!                       +  *           !!          .   . 0 .          !
 2003.2!                       * +            !!          .  0.   .          !
 2003.3!                       +  *           !!          .   . 0 .          !
 2003.4!                         +            !!          .   0   .          !
 2004.1!                      * +             !!          . 0 .   .          !
 2004.2!                      + *             !!          .   . 0 .          !
 2004.3!                      * +             !!          .  0.   .          !
 2004.4!                      +               !!          .   0   .          !
 2005.1!                      +               !!          .   0   .          !
 2005.2!                    *+                !!          .  0.   .          !
 2005.3!               *    +                 !!          .0  .   .          !
 2005.4!                +                     !!          .   0   .          !
 2006.1!                 +   *                !!          .   .  0.          !
 2006.2!                 *   +                !!          . 0 .   .          !
 2006.3!                  +                   !!          .   0   .          !
 2006.4!                  *+                  !!          .   0   .          !
 2007.1!                  +  *                !!          .   . 0 .          !
 2007.2!                 *  +                 !!          . 0 .   .          !
 2007.3!           *     +                    !!          0   .   .          !
 2007.4!             +   *                    !!          .   .  0.          !
 2008.1!                *+                    !!          .   0   .          !
 2008.2!                +           *         !!          .   .   .   0      !
 2008.3!                   *   +              !!          .0  .   .          !
 2008.4!               +      *               !!          .   .   .0         !
 2009.1!*                 +                   !!  0       .   .   .          !
 2009.2!   +   *                              !!          .   .  0.          !
 2009.3!         +       *                    !!          .   .   .0         !
 2009.4!            *    +                    !!          .0  .   .          !
 2010.1!             +      *                 !!          .   .   0          !
 2010.2!                   +   *              !!          .   .  0.          !
 2010.3!                     +   *            !!          .   .  0.          !
 2010.4!               *      +               !!         0.   .   .          !
 2011.1!               +       *              !!          .   .   .0         !
 2011.2!                     + *              !!          .   .0  .          !
 2011.3!               *     +                !!          0   .   .          !
 2011.4!               + *                    !!          .   .0  .          !
 2012.1!                +   *                 !!          .   .  0.          !
 2012.2!                  +    *              !!          .   .   0          !
 2012.3!                  *  +                !!          . 0 .   .          !
 2012.4!         *       +                    !!         0.   .   .          !


     23.48 percent of the residuals exceed 1 SE
      6.09 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSYNE=SYPX$Q/NEPMM;                                                     
 GENR LAASYNE=LOG(AASYNE+.00001);                                             
 GENR LASYNE=LOG(ASYNE+.00001);                                               
 LHS AASYNE=EXP(LAASYNE)-.00001;                                              
  EQ  426 LAASYNE C LASYNE(-1) PSYNE;                                         
EQUATION 543  LAASYNE  
   RHS     C  LASYNE(-1)  PSYNE  
 SMPL 1988.1 2012.4;                                                          
Sample period is now  1988.1 to  2012.4 Internally:   145 to   244
 OLS;EST  543 PLOT=0;END;                                                     

Equation number =  543
**********************

Dependent variable = LAASYNE 

 1988.1 -   2012.4,    0 missing obs.,  100 obs. used.

Mean of dependent variable       -8.573378655

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.859666834       0.904637855  -4.26653     1.000000
12038 LASYNE  ( -1)       0.521137217       0.089576924   5.81776    -8.555493
12036 PSYNE   (  0)      -0.229614842       0.575617772  -0.39890     1.111105

SE of equation            =     1.144313300
Sum of squared residuals  =  127.016934       0.957456336E-12
Average absolute error    =     0.936629618
Sum of ABS residuals      =  93.6629618    
R squared                 =   0.27226
Durbin-Watson statistic   =   2.20463
SMPL and No. Obs.         = 1988.1   2012.4    100

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.1!               +    *                 !!        .     .  0  .        !
 1988.2!                   +   *              !!        .     .  0  .        !
 1988.3!                    +    *            !!        .     .  0  .        !
 1988.4!                     +*               !!        .     .0    .        !
 1989.1!                    +*                !!        .     .0    .        !
 1989.2!                   +                  !!        .     0     .        !
 1989.3!              *   +                   !!        .   0 .     .        !
 1989.4!               +     *                !!        .     .   0 .        !
 1990.1!                  +          *        !!        .     .     .0       !
 1990.2!              *       +               !!        0     .     .        !
 1990.3!              +          *            !!        .     .     .0       !
 1990.4!                *    +                !!        . 0   .     .        !
 1991.1!                +*                    !!        .     .0    .        !
 1991.2!                 +     *              !!        .     .   0 .        !
 1991.3!                    +*                !!        .     .0    .        !
 1991.4!                   +  *               !!        .     . 0   .        !
 1992.1!                 *  +                 !!        .   0 .     .        !
 1992.2!                 +   *                !!        .     .  0  .        !
 1992.3*                   +                  !!0       .     .     .        !
 1992.4!        +     *                       !!        .     .   0 .        !
 1993.1!               +           *          !!        .     .     . 0      !
 1993.2! *                    +               !0        .     .     .        !
 1993.3!         +                  *         !!        .     .     .      0 !
 1993.4! *                     +              !0        .     .     .        !
 1994.1!         +           *                !!        .     .     . 0      !
 1994.2!              *    +                  !!        .  0  .     .        !
 1994.3!                +*                    !!        .     .0    .        !
 1994.4!             *   +                    !!        .   0 .     .        !
 1995.1!           *   +                      !!        .  0  .     .        !
 1995.2!     *        +                       !!        0     .     .        !
 1995.3!           +        *                 !!        .     .     .0       !
 1995.4!             *    +                   !!        . 0   .     .        !
 1996.1!               +*                     !!        .     .0    .        !
 1996.2!                +  *                  !!        .     . 0   .        !
 1996.3!   *              +                   !!    0   .     .     .        !
 1996.4!          +  *                        !!        .     . 0   .        !
 1997.1!   *           +                      !!      0 .     .     .        !
 1997.2!   *      +                           !!        .0    .     .        !
 1997.3!    *     +                           !!        . 0   .     .        !
 1997.4!   *      +                           !!        .0    .     .        !
 1998.1!        * +                           !!        .   0 .     .        !
 1998.2!       *    +                         !!        . 0   .     .        !
 1998.3!       *    +                         !!        .  0  .     .        !
 1998.4!        *   +                         !!        .  0  .     .        !
 1999.1!            + *                       !!        .     . 0   .        !
 1999.2!          *    +                      !!        . 0   .     .        !
 1999.3!  *          +                        !!      0 .     .     .        !
 1999.4!         +  *                         !!        .     . 0   .        !
 2000.1!     *        +                       !!       0.     .     .        !
 2000.2!     *    +                           !!        . 0   .     .        !
 2000.3!      *   +                           !!        .  0  .     .        !
 2000.4!      *    +                          !!        .  0  .     .        !
 2001.1!           +   *                      !!        .     .  0  .        !
 2001.2!                +   *                 !!        .     .  0  .        !
 2001.3!            *     +                   !!        .0    .     .        !
 2001.4!              +        *              !!        .     .     0        !
 2002.1!                    +      *          !!        .     .    0.        !
 2002.2!                      + *             !!        .     . 0   .        !
 2002.3!                    +       *         !!        .     .     0        !
 2002.4!                       +     *        !!        .     .    0.        !
 2003.1!                       +*             !!        .     .0    .        !
 2003.2!            *        +                !!        0     .     .        !
 2003.3!      *       +                       !!        0     .     .        !
 2003.4!           +       *                  !!        .     .     0        !
 2004.1!                  +          *        !!        .     .     .0       !
 2004.2!                       +    *         !!        .     .  0  .        !
 2004.3!                       +              *!        .     .     .    0   !
 2004.4!                            + *       !!        .     . 0   .        !
 2005.1!                     *  +             !!        .   0 .     .        !
 2005.2!           *       +                  !!        0     .     .        !
 2005.3!             *+                       !!        .    0.     .        !
 2005.4!               +             *        !!        .     .     .   0    !
 2006.1!                       +       *      !!        .     .    0.        !
 2006.2!              *          +            !!      0 .     .     .        !
 2006.3!          *     +                     !!        . 0   .     .        !
 2006.4!              +       *               !!        .     .     0        !
 2007.1!                    +    *            !!        .     .   0 .        !
 2007.2!                      +         *     !!        .     .     .0       !
 2007.3!          *              +            !!   0    .     .     .        !
 2007.4!           *  +                       !!        .   0 .     .        !
 2008.1!               +           *          !!        .     .     . 0      !
 2008.2!                   *   +              !!        .   0 .     .        !
 2008.3!                   +   *              !!        .     .  0  .        !
 2008.4!                     + *              !!        .     .0    .        !
 2009.1!                    +    *            !!        .     .  0  .        !
 2009.2!                     +       *        !!        .     .     0        !
 2009.3!                        +    *        !!        .     .   0 .        !
 2009.4!                      * +             !!        .    0.     .        !
 2010.1!                    +      *          !!        .     .    0.        !
 2010.2!                       +  *           !!        .     . 0   .        !
 2010.3!                      +       *       !!        .     .     0        !
 2010.4!                        +   *         !!        .     .  0  .        !
 2011.1!                       +        *     !!        .     .     0        !
 2011.2!                         +       *    !!        .     .    0.        !
 2011.3!                          +  *        !!        .     . 0   .        !
 2011.4!            *           +             !!      0 .     .     .        !
 2012.1!   *           +                      !!     0  .     .     .        !
 2012.2!  *       +                           !!        0     .     .        !
 2012.3!    *     +                           !!        . 0   .     .        !
 2012.4! *         +                          !!       0.     .     .        !


     30.00 percent of the residuals exceed 1 SE
      4.00 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDNE=IDPX$Q/NEPMM;                                                     
 GENR LAAIDNE=LOG(AAIDNE+.00001);                                             
 GENR LAIDNE=LOG(AIDNE+.00001);                                               
 LHS AAIDNE=EXP(LAAIDNE)-.00001;                                              
  EQ  427 LAAIDNE C LAIDNE(-1) PIDNE;                                         
EQUATION 544  LAAIDNE  
   RHS     C  LAIDNE(-1)  PIDNE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  544 PLOT=0;END;                                                     

Equation number =  544
**********************

Dependent variable = LAAIDNE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.827444191

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.438803646       0.171234337  -2.56259     1.000000
12041 LAIDNE  ( -1)       0.881312747       0.035410693  24.88832    -5.840980
12039 PIDNE   (  0)      -0.179723313       0.082831035  -2.16976     1.340451

SE of equation            =     0.286626347
Sum of squared residuals  =  15.1986126       0.141096024E-10
Average absolute error    =     0.212041434
Sum of ABS residuals      =  39.8637896    
R squared                 =   0.84615
Durbin-Watson statistic   =   2.26504
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1! *    +                               !!         0.   .   .          !
 1966.2!  +   *                               !!          .   .   .0         !
 1966.3!      +*                              !!          .   0   .          !
 1966.4!    *  +                              !!          . 0 .   .          !
 1967.1!     +         *                      !!          .   .   .      0   !
 1967.2!              +                       !!          .   0   .          !
 1967.3!              +*                      !!          .   . 0 .          !
 1967.4!             *+                       !!          .  0.   .          !
 1968.1!             +  *                     !!          .   .  0.          !
 1968.2!            *  +                      !!          0   .   .          !
 1968.3!       *    +                         !!        0 .   .   .          !
 1968.4!       +*                             !!          .   .0  .          !
 1969.1!        *+                            !!          .  0.   .          !
 1969.2! *      +                             !!      0   .   .   .          !
 1969.3! +         *                          !!          .   .   .      0   !
 1969.4!      *    +                          !!         0.   .   .          !
 1970.1*       +                              !!      0   .   .   .          !
 1970.2!+  *                                  !!          .   .  0.          !
 1970.3!    +                                 !!          .   0   .          !
 1970.4!    *+                                !!          .  0.   .          !
 1971.1!    +    *                            !!          .   .   .0         !
 1971.2!         +  *                         !!          .   .  0.          !
 1971.3!         *  +                         !!          0   .   .          !
 1971.4!          +   *                       !!          .   .   0          !
 1972.1!         *   +                        !!         0.   .   .          !
 1972.2!         + *                          !!          .   . 0 .          !
 1972.3!           +*                         !!          .   .0  .          !
 1972.4!        *   +                         !!         0.   .   .          !
 1973.1!        +*                            !!          .   .0  .          !
 1973.2!     *   +                            !!         0.   .   .          !
 1973.3!     +     *                          !!          .   .   . 0        !
 1973.4!           +   *                      !!          .   .   0          !
 1974.1!               +   *                  !!          .   .   .0         !
 1974.2!          *        +                  !!    0     .   .   .          !
 1974.3!          +                           !!          .   0   .          !
 1974.4!           +  *                       !!          .   .  0.          !
 1975.1!            * +                       !!          .0  .   .          !
 1975.2!       *    +                         !!         0.   .   .          !
 1975.3!        + *                           !!          .   . 0 .          !
 1975.4!           +   *                      !!          .   .   .0         !
 1976.1!             * +                      !!          .0  .   .          !
 1976.2!             +      *                 !!          .   .   .  0       !
 1976.3!                 * +                  !!          .0  .   .          !
 1976.4!                +*                    !!          .   0   .          !
 1977.1!                +   *                 !!          .   .   0          !
 1977.2!                   +*                 !!          .   .0  .          !
 1977.3!               *   +                  !!          0   .   .          !
 1977.4!          *    +                      !!        0 .   .   .          !
 1978.1!          +*                          !!          .   .0  .          !
 1978.2!           +   *                      !!          .   .   0          !
 1978.3!               +    *                 !!          .   .   .0         !
 1978.4!                  *+                  !!          . 0 .   .          !
 1979.1!               *  +                   !!          .0  .   .          !
 1979.2!                +  *                  !!          .   .   0          !
 1979.3!                   + *                !!          .   . 0 .          !
 1979.4!                   * +                !!          .0  .   .          !
 1980.1!              *    +                  !!         0.   .   .          !
 1980.2!             *+                       !!          .  0.   .          !
 1980.3!              +*                      !!          .   .0  .          !
 1980.4!               +                      !!          .  0.   .          !
 1981.1!             * +                      !!          .0  .   .          !
 1981.2!        *    +                        !!        0 .   .   .          !
 1981.3!         + *                          !!          .   . 0 .          !
 1981.4!        *   +                         !!          0   .   .          !
 1982.1!         +                            !!          .  0.   .          !
 1982.2!         *+                           !!          .  0.   .          !
 1982.3!       *  +                           !!          .0  .   .          !
 1982.4!      * +                             !!          . 0 .   .          !
 1983.1!        +*                            !!          .   .0  .          !
 1983.2!        * +                           !!          . 0 .   .          !
 1983.3!         +*                           !!          .   .0  .          !
 1983.4!           +      *                   !!          .   .   .   0      !
 1984.1!                  + *                 !!          .   . 0 .          !
 1984.2!      *             +                 !0          .   .   .          !
 1984.3!       + *                            !!          .   . 0 .          !
 1984.4!          +    *                      !!          .   .   . 0        !
 1985.1!            *  +                      !!          .0  .   .          !
 1985.2!       *    +                         !!        0 .   .   .          !
 1985.3!        + *                           !!          .   . 0 .          !
 1985.4!  *        +                          !!     0    .   .   .          !
 1986.1!    +   *                             !!          .   .   0          !
 1986.2!         +*                           !!          .   . 0 .          !
 1986.3!           +  *                       !!          .   . 0 .          !
 1986.4!         *    +                       !!        0 .   .   .          !
 1987.1!         * +                          !!          . 0 .   .          !
 1987.2!           +   *                      !!          .   .   0          !
 1987.3!               +                      !!          .   0   .          !
 1987.4!         *      +                     !!      0   .   .   .          !
 1988.1!       *  +                           !!          .0  .   .          !
 1988.2!        +    *                        !!          .   .   .0         !
 1988.3!              +*                      !!          .   .0  .          !
 1988.4!            *  +                      !!          0   .   .          !
 1989.1!           *+                         !!          .  0.   .          !
 1989.2!            +*                        !!          .   .0  .          !
 1989.3!             +  *                     !!          .   .  0.          !
 1989.4!              * +                     !!          .0  .   .          !
 1990.1!            *  +                      !!          .0  .   .          !
 1990.2!       *     +                        !!       0  .   .   .          !
 1990.3!         +   *                        !!          .   .   .0         !
 1990.4!              + *                     !!          .   .0  .          !
 1991.1!              * +                     !!          .0  .   .          !
 1991.2!               +                      !!          .   0   .          !
 1991.3!                +                     !!          .   0   .          !
 1991.4!                *+                    !!          .  0.   .          !
 1992.1!               *+                     !!          . 0 .   .          !
 1992.2!                +                     !!          .   0   .          !
 1992.3!                 +                    !!          .   0   .          !
 1992.4!                 *+                   !!          .  0.   .          !
 1993.1!                 +*                   !!          .   .0  .          !
 1993.2!                   +                  !!          .   0   .          !
 1993.3!                   +                  !!          .   0   .          !
 1993.4!                  * +                 !!          .  0.   .          !
 1994.1!                   +                  !!          .   0   .          !
 1994.2!                  *+                  !!          . 0 .   .          !
 1994.3!                  + *                 !!          .   . 0 .          !
 1994.4!                   * +                !!          . 0 .   .          !
 1995.1!                    +                 !!          .   .0  .          !
 1995.2!                     +                !!          .   0   .          !
 1995.3!                      +*              !!          .   . 0 .          !
 1995.4!                       *+             !!          .  0.   .          !
 1996.1!                       +              !!          .  0.   .          !
 1996.2!                       + *            !!          .   . 0 .          !
 1996.3!                         +            !!          .   0   .          !
 1996.4!                      *  +            !!          .0  .   .          !
 1997.1!                    *  +              !!          .0  .   .          !
 1997.2!                    +                 !!          .   0   .          !
 1997.3!                    +                 !!          .   0   .          !
 1997.4!                   *+                 !!          . 0 .   .          !
 1998.1!                  *+                  !!          . 0 .   .          !
 1998.2!                   +                  !!          .   0   .          !
 1998.3!                    +  *              !!          .   .  0.          !
 1998.4!                      *+              !!          .  0.   .          !
 1999.1!                     *+               !!          .  0.   .          !
 1999.2!                     *+               !!          .   0   .          !
 1999.3!                      +*              !!          .   .0  .          !
 1999.4!                      *+              !!          .  0.   .          !
 2000.1!                     *+               !!          . 0 .   .          !
 2000.2!                     +                !!          .   0   .          !
 2000.3!                      +               !!          .   0   .          !
 2000.4!                     *+               !!          .  0.   .          !
 2001.1!                     *+               !!          .   0   .          !
 2001.2!                   *  +               !!          .0  .   .          !
 2001.3!                    +  *              !!          .   .  0.          !
 2001.4!                       +*             !!          .   .0  .          !
 2002.1!                       *+             !!          .  0.   .          !
 2002.2!                       +              !!          .   0   .          !
 2002.3!                        +*            !!          .   .0  .          !
 2002.4!                        *+            !!          .  0.   .          !
 2003.1!                      * +             !!          . 0 .   .          !
 2003.2!                       +              !!          .   0   .          !
 2003.3!                       + *            !!          .   . 0 .          !
 2003.4!                         +            !!          .   .0  .          !
 2004.1!                       * +            !!          . 0 .   .          !
 2004.2!                       +              !!          .  0.   .          !
 2004.3!                       + *            !!          .   . 0 .          !
 2004.4!                        *+            !!          .  0.   .          !
 2005.1!                        + *           !!          .   . 0 .          !
 2005.2!                         *+           !!          .  0.   .          !
 2005.3!                         +  *         !!          .   .   0          !
 2005.4!                         *  +         !!          . 0 .   .          !
 2006.1!                         +            !!          .   0   .          !
 2006.2!                         +            !!          .   0   .          !
 2006.3!                         + *          !!          .   . 0 .          !
 2006.4!                        * +           !!          . 0 .   .          !
 2007.1!                        +      *      !!          .   .   .  0       !
 2007.2!                             *+       !!          .  0.   .          !
 2007.3!                            +  *      !!          .   .  0.          !
 2007.4!                              +       !!          .   0   .          !
 2008.1!                            *+        !!          .  0.   .          !
 2008.2!                           +    *     !!          .   .   .0         !
 2008.3!                               + *    !!          .   . 0 .          !
 2008.4!                                +  *  !!          .   .  0.          !
 2009.1!                                  +   !!          .   0   .          !
 2009.2!                                + *   !!          .   . 0 .          !
 2009.3!                                 +  * !!          .   .   0          !
 2009.4!                                  +  *!!          .   .  0.          !
 2010.1!                              *    +  !!        0 .   .   .          !
 2010.2!                             + *      !!          .   .  0.          !
 2010.3!                              +   *   !!          .   .   .0         !
 2010.4!                                +*    !!          .   .0  .          !
 2011.1!                               +  *   !!          .   .  0.          !
 2011.2!                                +     !!          .   0   .          !
 2011.3!                              +  *    !!          .   .  0.          !
 2011.4!                               +   *  !!          .   .   .0         !
 2012.1!                               * +    !!          .0  .   .          !
 2012.2!                             +   *    !!          .   .   0          !
 2012.3!                               +      *!          .   .   .  0       !
 2012.4!                                   +* !!          .   .0  .          !


     26.60 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMANE=MAPX$Q/NEPMM;                                                     
 GENR LAAMANE=LOG(AAMANE+.00001);                                             
 GENR LAMANE=LOG(AMANE+.00001);                                               
 LHS AAMANE=EXP(LAAMANE)-.00001;                                              
  EQ  428 LAAMANE C LAMANE(-1) PMANE;                                         
EQUATION 545  LAAMANE  
   RHS     C  LAMANE(-1)  PMANE  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST  545 PLOT=0;END;                                                     

Equation number =  545
**********************

Dependent variable = LAAMANE 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -4.902150365

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.268596769       0.088988277  -3.01834     1.000000
12044 LAMANE  ( -1)       0.929026891       0.022515222  41.26217    -4.914861
12042 PMANE   (  0)      -0.050221258       0.034904988  -1.43880     1.344363

SE of equation            =     0.151085100
Sum of squared residuals  =  4.08598064      -0.104813935E-10
Average absolute error    =     0.113920419
Sum of ABS residuals      =  20.7335162    
R squared                 =   0.94406
Durbin-Watson statistic   =   2.23553
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3+ *                                    !!          .   .   0          !
 1967.4!   +*                                 !!          .   . 0 .          !
 1968.1!     + *                              !!          .   .   0          !
 1968.2!        +                             !!          .  0.   .          !
 1968.3!         +                            !!          .   0   .          !
 1968.4!        * +                           !!          .0  .   .          !
 1969.1!      *   +                           !!      0   .   .   .          !
 1969.2!   *   +                              !!     0    .   .   .          !
 1969.3!    +                                 !!          .   0   .          !
 1969.4!      +                               !!          .   .0  .          !
 1970.1!       +                              !!          .   0   .          !
 1970.2!       *+                             !!          .0  .   .          !
 1970.3!       *+                             !!          .  0.   .          !
 1970.4!        +                             !!          .   0   .          !
 1971.1!       * +                            !!          0   .   .          !
 1971.2!       *+                             !!          .0  .   .          !
 1971.3!        +                             !!          .   0   .          !
 1971.4!         +*                           !!          .   . 0 .          !
 1972.1!           + *                        !!          .   .  0.          !
 1972.2!              + *                     !!          .   .   0          !
 1972.3!                 +                    !!          .   0   .          !
 1972.4!               * +                    !!          0   .   .          !
 1973.1!             *  +                     !!       0  .   .   .          !
 1973.2!           * +                        !!        0 .   .   .          !
 1973.3!        *  +                          !!        0 .   .   .          !
 1973.4!        *+                            !!          .0  .   .          !
 1974.1!        +    *                        !!          .   .   .    0     !
 1974.2!             + *                      !!          .   .  0.          !
 1974.3!             * +                      !!        0 .   .   .          !
 1974.4!             +*                       !!          .   .0  .          !
 1975.1!              + *                     !!          .   .   0          !
 1975.2!                +    *                !!          .   .   .     0    !
 1975.3!                    *+                !!          . 0 .   .          !
 1975.4!                    +                 !!          .  0.   .          !
 1976.1!                    +                 !!          .   0   .          !
 1976.2!                  *  +                !!         0.   .   .          !
 1976.3!                  +    *              !!          .   .   .    0     !
 1976.4!                  *    +              !!    0     .   .   .          !
 1977.1!                  +   *               !!          .   .   .   0      !
 1977.2!                  *   +               !!      0   .   .   .          !
 1977.3!            *     +                   !!  0       .   .   .          !
 1977.4!             +     *                  !!          .   .   .      0   !
 1978.1!                *  +                  !!        0 .   .   .          !
 1978.2!               *+                     !!          0   .   .          !
 1978.3!               +   *                  !!          .   .   .    0     !
 1978.4!                   +                  !!          .  0.   .          !
 1979.1!                   +                  !!          .  0.   .          !
 1979.2!                   +*                 !!          .   .  0.          !
 1979.3!                   *+                 !!          . 0 .   .          !
 1979.4!                  *+                  !!          . 0 .   .          !
 1980.1!                  +*                  !!          .   0   .          !
 1980.2!                   +  *               !!          .   .   . 0        !
 1980.3!                      +*              !!          .   .  0.          !
 1980.4!                      *+              !!          . 0 .   .          !
 1981.1!                      +               !!          .  0.   .          !
 1981.2!                *     +               !!   0      .   .   .          !
 1981.3!                 +    *               !!          .   .   .      0   !
 1981.4!                     *+               !!          .  0.   .          !
 1982.1!                   * +                !!         0.   .   .          !
 1982.2!                   +*                 !!          .   .  0.          !
 1982.3!                    +    *            !!          .   .   .    0     !
 1982.4!                        *+            !!          . 0 .   .          !
 1983.1!                        +             !!          .   . 0 .          !
 1983.2!                        +    *        !!          .   .   .    0     !
 1983.3!                     *      +         !0          .   .   .          !
 1983.4!                    *+                !!          . 0 .   .          !
 1984.1!                *   +                 !!     0    .   .   .          !
 1984.2!                +*                    !!          .   . 0 .          !
 1984.3!                 +  *                 !!          .   .   .  0       !
 1984.4!                    +                 !!          .   0   .          !
 1985.1!                    +  *              !!          .   .   .  0       !
 1985.2!                       +   *          !!          .   .   .   0      !
 1985.3!                        * +           !!          0   .   .          !
 1985.4!                   *    +             !!    0     .   .   .          !
 1986.1!                    + *               !!          .   .   0          !
 1986.2!                  *   +               !!      0   .   .   .          !
 1986.3!                   +                  !!          .  0.   .          !
 1986.4!                    + *               !!          .   .   .0         !
 1987.1!                      +               !!          .   .0  .          !
 1987.2!                     * +              !!         0.   .   .          !
 1987.3!                   * +                !!          0   .   .          !
 1987.4!                    +                 !!          .   .0  .          !
 1988.1!                     +                !!          .  0.   .          !
 1988.2!                  *  +                !!       0  .   .   .          !
 1988.3!                  +*                  !!          .   0   .          !
 1988.4!                   +  *               !!          .   .   . 0        !
 1989.1!                       +*             !!          .   . 0 .          !
 1989.2!                      * +             !!          .0  .   .          !
 1989.3!                       +  *           !!          .   .   . 0        !
 1989.4!                          +*          !!          .   .0  .          !
 1990.1!                         * +          !!         0.   .   .          !
 1990.2!                      *  +            !!      0   .   .   .          !
 1990.3!                      +*              !!          .   . 0 .          !
 1990.4!                    *   +             !!       0  .   .   .          !
 1991.1!                     +                !!          .   .0  .          !
 1991.2!                      +               !!          .   0   .          !
 1991.3!                       + *            !!          .   .   0          !
 1991.4!                        *+            !!          .0  .   .          !
 1992.1!                       *+             !!          . 0 .   .          !
 1992.2!                        +*            !!          .   . 0 .          !
 1992.3!                        *+            !!          .  0.   .          !
 1992.4!                        *+            !!          . 0 .   .          !
 1993.1!                        +*            !!          .   . 0 .          !
 1993.2!                          + *         !!          .   .   .0         !
 1993.3!                            +         !!          .   0   .          !
 1993.4!                            +         !!          .  0.   .          !
 1994.1!                            +         !!          .   .0  .          !
 1994.2!                           *+         !!          . 0 .   .          !
 1994.3!                          *+          !!          . 0 .   .          !
 1994.4!                          +           !!          .  0.   .          !
 1995.1!                         *+           !!          .  0.   .          !
 1995.2!                          + *         !!          .   .   0          !
 1995.3!                            +         !!          .   0   .          !
 1995.4!                           *+         !!          . 0 .   .          !
 1996.1!                           +*         !!          .   . 0 .          !
 1996.2!                            +*        !!          .   . 0 .          !
 1996.3!                             + *      !!          .   .   0          !
 1996.4!                               +*     !!          .   .0  .          !
 1997.1!                               +  *   !!          .   .   . 0        !
 1997.2!                                * +   !!          .0  .   .          !
 1997.3!                                + *   !!          .   .   0          !
 1997.4!                                  +*  !!          .   . 0 .          !
 1998.1!                                  +*  !!          .   .0  .          !
 1998.2!                                  +   !!          .   0   .          !
 1998.3!                                  +*  !!          .   .  0.          !
 1998.4!                                   + *!!          .   .   .0         !
 1999.1!                                     +*!          .   . 0 .          !
 1999.2!                                    *+!!          . 0 .   .          !
 1999.3!                                    + *!          .   .   0          !
 1999.4!                                     +*!          .   .0  .          !
 2000.1!                                  *  +!!         0.   .   .          !
 2000.2!                                  + * !!          .   .   0          !
 2000.3!                                   +* !!          .   . 0 .          !
 2000.4!                                   *+ !!          .0  .   .          !
 2001.1!                                  +*  !!          .   .  0.          !
 2001.2!                                   +  !!          .   .0  .          !
 2001.3!                                   +  !!          .   .0  .          !
 2001.4!                                   +  !!          .   .0  .          !
 2002.1!                                  *+  !!          .  0.   .          !
 2002.2!                               *  +   !!         0.   .   .          !
 2002.3!                               + *    !!          .   .  0.          !
 2002.4!                               *+     !!          .0  .   .          !
 2003.1!                               +      !!          .   0   .          !
 2003.2!                               +*     !!          .   . 0 .          !
 2003.3!                                +     !!          .   0   .          !
 2003.4!                              *+      !!          .0  .   .          !
 2004.1!                              + *     !!          .   .  0.          !
 2004.2!                               +*     !!          .   . 0 .          !
 2004.3!                                +*    !!          .   . 0 .          !
 2004.4!                               * +    !!          0   .   .          !
 2005.1!                               +*     !!          .   . 0 .          !
 2005.2!                                +*    !!          .   .0  .          !
 2005.3!                                +     !!          .   0   .          !
 2005.4!                                +     !!          .   0   .          !
 2006.1!                                +     !!          .   .0  .          !
 2006.2!                                +*    !!          .   . 0 .          !
 2006.3!                                 + *  !!          .   .   0          !
 2006.4!                                  +   !!          .   0   .          !
 2007.1!                                 *+   !!          . 0 .   .          !
 2007.2!                                 + *  !!          .   .   .0         !
 2007.3!                                   +  !!          .   0   .          !
 2007.4!                                   +  !!          .   .0  .          !
 2008.1!                                  *+  !!          . 0 .   .          !
 2008.2!                                  +   !!          .   . 0 .          !
 2008.3!                                  +   !!          .   .0  .          !
 2008.4!                                * +   !!          0   .   .          !
 2009.1!                               *+     !!          .0  .   .          !
 2009.2!                               + *    !!          .   .   0          !
 2009.3!                                +     !!          .  0.   .          !
 2009.4!                                +*    !!          .   . 0 .          !
 2010.1!                                 + *  !!          .   .   0          !
 2010.2!                                 *+   !!          . 0 .   .          !
 2010.3!                                *+    !!          . 0 .   .          !
 2010.4!                              * +     !!          0   .   .          !
 2011.1!                              +  *    !!          .   .   . 0        !
 2011.2!                              *  +    !!         0.   .   .          !
 2011.3!                              + *     !!          .   . 0 .          !
 2011.4!                              *+      !!          . 0 .   .          !
 2012.1!                              +       !!          .   0   .          !
 2012.2!                              +       !!          .  0.   .          !
 2012.3!                              +       !!          .  0.   .          !
 2012.4!                              +       !!          .   0   .          !


     25.82 percent of the residuals exceed 1 SE
      6.59 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPANE=PAPX$Q/NEPMM;                                                     
 GENR LAAPANE=LOG(AAPANE+.00001);                                             
 GENR LAPANE=LOG(APANE+.00001);                                               
 LHS AAPANE=EXP(LAAPANE)-.00001;                                              
  EQ  429 LAAPANE C LAPANE(-1) PPANE;                                         
EQUATION 546  LAAPANE  
   RHS     C  LAPANE(-1)  PPANE  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  546 PLOT=0;END;                                                     

Equation number =  546
**********************

Dependent variable = LAAPANE 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -7.400770660

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.187998046       0.261760016  -4.53850     1.000000
12047 LAPANE  ( -1)       0.779565018       0.044817669  17.39414    -7.400554
12045 PPANE   (  0)      -0.311300103       0.074786340  -4.16253     1.424861

SE of equation            =     0.206412339
Sum of squared residuals  =  6.77436255      -0.391615629E-10
Average absolute error    =     0.165234965
Sum of ABS residuals      =  26.7680644    
R squared                 =   0.86093
Durbin-Watson statistic   =   2.61275
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


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 2011.4!                 *      +             !!    0   .     .     .        !
 2012.1!                *  +                  !!        . 0   .     .        !
 2012.2!              *  +                    !!        .0    .     .        !
 2012.3!                 +   *                !!        .     .     0        !
 2012.4!                  *   +               !!        .0    .     .        !


     28.40 percent of the residuals exceed 1 SE
      4.94 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPHNE=PHPX$Q/NEPMM;                                                     
 GENR LAAPHNE=LOG(AAPHNE+.00001);                                             
 GENR LAPHNE=LOG(APHNE+.00001);                                               
 LHS AAPHNE=EXP(LAAPHNE)-.00001;                                              
  EQ  430 LAAPHNE C LAPHNE(-1) PPHNE;                                         
EQUATION 547  LAAPHNE  
   RHS     C  LAPHNE(-1)  PPHNE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  547 PLOT=0;END;                                                     

Equation number =  547
**********************

Dependent variable = LAAPHNE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.550571139

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.339755122       0.176329003  -1.92682     1.000000
12050 LAPHNE  ( -1)       0.904813671       0.030631124  29.53903    -5.544436
12048 PPHNE   (  0)      -0.153602701       0.086725917  -1.77113     1.263877

SE of equation            =     0.280068957
Sum of squared residuals  =  14.5111448      -0.873168204E-11
Average absolute error    =     0.186115195
Sum of ABS residuals      =  34.9896567    
R squared                 =   0.84085
Durbin-Watson statistic   =   2.51448
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                       +  *           !!           .  . 0.           !
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 2011.1!               + *                    !!           .  . 0.           !
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 2011.3!              +                       !!           .  0  .           !
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 2012.2!            *+                        !!           . 0.  .           !
 2012.3!             +                        !!           .  0  .           !
 2012.4!         *   +                        !!           0  .  .           !


     16.49 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHNE=THPX$Q/NEPMM;                                                     
 GENR LAATHNE=LOG(AATHNE+.00001);                                             
 GENR LATHNE=LOG(ATHNE+.00001);                                               
 LHS AATHNE=EXP(LAATHNE)-.00001;                                              
  EQ  431 LAATHNE C LATHNE(-1) PTHNE;                                         
EQUATION 548  LAATHNE  
   RHS     C  LATHNE(-1)  PTHNE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  548 PLOT=0;END;                                                     

Equation number =  548
**********************

Dependent variable = LAATHNE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.121765727

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.512613575       0.159352591  -3.21685     1.000000
12053 LATHNE  ( -1)       0.855773954       0.037356631  22.90822    -5.130196
12051 PTHNE   (  0)      -0.168360189       0.099794859  -1.68706     1.299973

SE of equation            =     0.271366975
Sum of squared residuals  =  13.6234065       0.542854650E-11
Average absolute error    =     0.164678220
Sum of ABS residuals      =  30.9595053    
R squared                 =   0.82186
Durbin-Watson statistic   =   2.14174
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!          +*                          !!           .  .0 .           !
 1966.2! *          +                         !!      0    .  .  .           !
 1966.3! *  +                                 !!           .0 .  .           !
 1966.4!    +         *                       !!           .  .  .    0      !
 1967.1!           *   +                      !!           0  .  .           !
 1967.2!            +*                        !!           .  0  .           !
 1967.3!           *  +                       !!           0  .  .           !
 1967.4!             +                        !!           .  .0 .           !
 1968.1!               +   *                  !!           .  .  .0          !
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 1968.3!                  * +                 !!           . 0.  .           !
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 1972.4*      +                               !!         0 .  .  .           !
 1973.1!  +                  *                !!           .  .  .           0
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 2003.2!                               *+     !!           . 0.  .           !
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 2003.4!                              +  *    !!           .  . 0.           !
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 2006.3!                             +        !!           .  0  .           !
 2006.4!                              +*      !!           .  .0 .           !
 2007.1!                              *+      !!           . 0.  .           !
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 2007.3!                              +       !!           .  0  .           !
 2007.4!                              +       !!           .  0  .           !
 2008.1!                              +*      !!           .  0  .           !
 2008.2!                            *  +      !!           .0 .  .           !
 2008.3!                            *+        !!           . 0.  .           !
 2008.4!                            +         !!           .  0  .           !
 2009.1!                           *+         !!           . 0.  .           !
 2009.2!                           +*         !!           .  .0 .           !
 2009.3!                            +         !!           . 0.  .           !
 2009.4!                            +         !!           .  0  .           !
 2010.1!                           *+         !!           . 0.  .           !
 2010.2!                           +          !!           . 0.  .           !
 2010.3!                           +          !!           .  .0 .           !
 2010.4!                           *+         !!           . 0.  .           !
 2011.1!                           +          !!           .  0  .           !
 2011.2!                            +         !!           .  0  .           !
 2011.3!                            +  *      !!           .  . 0.           !
 2011.4!                        *      +      !!         0 .  .  .           !
 2012.1!                         +            !!           .  0  .           !
 2012.2!                         + *          !!           .  .0 .           !
 2012.3!                           +*         !!           .  .0 .           !
 2012.4!                           *+         !!           . 0.  .           !


     17.55 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHNE=CHPX$Q/NEPMM;                                                     
 GENR LAACHNE=LOG(AACHNE+.00001);                                             
 GENR LACHNE=LOG(ACHNE+.00001);                                               
 LHS AACHNE=EXP(LAACHNE)-.00001;                                              
  EQ  432 LAACHNE C LACHNE(-1) PCHNE;                                         
EQUATION 549  LAACHNE  
   RHS     C  LACHNE(-1)  PCHNE  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  549 PLOT=0;END;                                                     

Equation number =  549
**********************

Dependent variable = LAACHNE 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.013326674

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.254949193       0.123470036   2.06487     1.000000
12056 LACHNE  ( -1)       0.957768570       0.020544783  46.61858    -4.036127
12054 PCHNE   (  0)      -0.335289103       0.146024986  -2.29611     1.200756

SE of equation            =     0.174503713
Sum of squared residuals  =  3.74554014      -0.691313673E-11
Average absolute error    =     0.142936086
Sum of ABS residuals      =  18.0099468    
R squared                 =   0.97970
Durbin-Watson statistic   =   2.94824
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!    *  +                              !!      0  .    .    .         !
 1981.4!    +                                 !!         .  0 .    .         !
 1982.1! *  +                                 !!       0 .    .    .         !
 1982.2! + *                                  !!         .    .   0.         !
 1982.3! * +                                  !!        0.    .    .         !
 1982.4! +*                                   !!         .    .  0 .         !
 1983.1! *+                                   !!         . 0  .    .         !
 1983.2! +    *                               !!         .    .    .         0
 1983.3!*    +                                !0         .    .    .         !
 1983.4!+ *                                   !!         .    .    .0        !
 1984.1!* +                                   !!       0 .    .    .         !
 1984.2!+  *                                  !!         .    .    .   0     !
 1984.3! *+                                   !!         . 0  .    .         !
 1984.4! +*                                   !!         .    .   0.         !
 1985.1* +                                    !!         0    .    .         !
 1985.2+*                                     !!         .    .  0 .         !
 1985.3!+*                                    !!         .    .  0 .         !
 1985.4! +  *                                 !!         .    .    .    0    !
 1986.1! *  +                                 !!      0  .    .    .         !
 1986.2!  + *                                 !!         .    .    .0        !
 1986.3!    +*                                !!         .    .  0 .         !
 1986.4!     + *                              !!         .    .    .0        !
 1987.1!     *  +                             !!     0   .    .    .         !
 1987.2!      +                               !!         .    . 0  .         !
 1987.3!      *+                              !!         .0   .    .         !
 1987.4!      + *                             !!         .    .    .0        !
 1988.1!      *  +                            !!     0   .    .    .         !
 1988.2!       +*                             !!         .    .  0 .         !
 1988.3!       *+                             !!         .0   .    .         !
 1988.4!        +                             !!         .    .0   .         !
 1989.1!     *  +                             !!     0   .    .    .         !
 1989.2!      +                               !!         .    . 0  .         !
 1989.3!      *+                              !!         . 0  .    .         !
 1989.4!      + *                             !!         .    .   0.         !
 1990.1!      * +                             !!        0.    .    .         !
 1990.2!       + *                            !!         .    .   0.         !
 1990.3!        *+                            !!         0    .    .         !
 1990.4!         +*                           !!         .    .  0 .         !
 1991.1!          *+                          !!         .0   .    .         !
 1991.2!         *+                           !!         . 0  .    .         !
 1991.3!         *+                           !!         .0   .    .         !
 1991.4!         *+                           !!         .   0.    .         !
 1992.1!       *  +                           !!   0     .    .    .         !
 1992.2!        + *                           !!         .    .    .  0      !
 1992.3!          *+                          !!         . 0  .    .         !
 1992.4!           +*                         !!         .    . 0  .         !
 1993.1!          *  +                        !!       0 .    .    .         !
 1993.2!           + *                        !!         .    .   0.         !
 1993.3!             +*                       !!         .    .  0 .         !
 1993.4!              +  *                    !!         .    .    .  0      !
 1994.1!              *  +                    !!   0     .    .    .         !
 1994.2!              + *                     !!         .    .    .0        !
 1994.3!               *+                     !!         0    .    .         !
 1994.4!               +   *                  !!         .    .    .   0     !
 1995.1!                *  +                  !!      0  .    .    .         !
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 1995.4!                  + *                 !!         .    .   0.         !
 1996.1!                *   +                 !!0        .    .    .         !
 1996.2!                + *                   !!         .    .    0         !
 1996.3!                  +                   !!         .    0    .         !
 1996.4!                   + *                !!         .    .    .0        !
 1997.1!                  *  +                !!     0   .    .    .         !
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 1997.3!                   +*                 !!         .    .0   .         !
 1997.4!                    +*                !!         .    .   0.         !
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 1998.3!                     +                !!         .   0.    .         !
 1998.4!                     +*               !!         .    .  0 .         !
 1999.1!                    * +               !!       0 .    .    .         !
 1999.2!                    +                 !!         .    0    .         !
 1999.3!                    +*                !!         .    .  0 .         !
 1999.4!                     +  *             !!         .    .    . 0       !
 2000.1!                      * +             !!         .0   .    .         !
 2000.2!                      +               !!         .    .0   .         !
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 2000.4!                      *+              !!         .   0.    .         !
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 2001.2!                       +              !!         .    0    .         !
 2001.3!                       +*             !!         .    . 0  .         !
 2001.4!                       + *            !!         .    .    0         !
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 2002.2!                        +*            !!         .    . 0  .         !
 2002.3!                         +*           !!         .    .    .0        !
 2002.4!                          +*          !!         .    .  0 .         !
 2003.1!                           +          !!         .   0.    .         !
 2003.2!                           +*         !!         .    . 0  .         !
 2003.3!                            + *       !!         .    .    .0        !
 2003.4!                              +*      !!         .    .    0         !
 2004.1!                             * +      !!        0.    .    .         !
 2004.2!                              +       !!         .    .0   .         !
 2004.3!                              +*      !!         .    . 0  .         !
 2004.4!                               + *    !!         .    .    .0        !
 2005.1!                                 +    !!         .    0    .         !
 2005.2!                                *+    !!         . 0  .    .         !
 2005.3!                                +*    !!         .    . 0  .         !
 2005.4!                                 +*   !!         .    .   0.         !
 2006.1!                                * +   !!        0.    .    .         !
 2006.2!                                +     !!         .  0 .    .         !
 2006.3!                                + *   !!         .    .    0         !
 2006.4!                                  +*  !!         .    .   0.         !
 2007.1!                                  *+  !!         . 0  .    .         !
 2007.2!                                 * +  !!         . 0  .    .         !
 2007.3!                                  + * !!         .    .    .0        !
 2007.4!                                    + !!         .    . 0  .         !
 2008.1!                                  *  +!!      0  .    .    .         !
 2008.2!                                  +   !!         .   0.    .         !
 2008.3!                                   +  !!         .    . 0  .         !
 2008.4!                                   +* !!         .    . 0  .         !
 2009.1!                                 *  + !!     0   .    .    .         !
 2009.2!                                 +*   !!         .    .   0.         !
 2009.3!                                   +* !!         .    .   0.         !
 2009.4!                                    + !!         .    .0   .         !
 2010.1!                                   *+ !!         .0   .    .         !
 2010.2!                                   +* !!         .    . 0  .         !
 2010.3!                                    +*!!         .    .    0         !
 2010.4!                                     +!!         .  0 .    .         !
 2011.1!                                   * +!!         0    .    .         !
 2011.2!                                   +* !!         .    .  0 .         !
 2011.3!                                    + *!         .    .    0         !
 2011.4!                                     *+!         .  0 .    .         !
 2012.1!                                   * +!!       0 .    .    .         !
 2012.2!                                   + *!!         .    .    0         !
 2012.3!                                     +!!         .    0    .         !
 2012.4!                                     +!!         .    .0   .         !


     33.33 percent of the residuals exceed 1 SE
      3.97 percent of the residuals exceed 2 SE
@EQ   433 LAAARNE C LAARNE(-1) PARNE;SMPL 1966.1 2012.4;OLS;EST  433 PLOT=0;EN
@EQ   434 LAABRNE C LABRNE(-1) PBRNE;SMPL 1981.3 2012.4;OLS;EST  434 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCENE=CEPX$Q/NEPMM;                                                     
 GENR LAACENE=LOG(AACENE+.00001);                                             
 GENR LACENE=LOG(ACENE+.00001);                                               
 LHS AACENE=EXP(LAACENE)-.00001;                                              
  EQ  435 LAACENE C LACENE(-1) PCENE;                                         
EQUATION 550  LAACENE  
   RHS     C  LACENE(-1)  PCENE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  550 PLOT=0;END;                                                     

Equation number =  550
**********************

Dependent variable = LAACENE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.941305943

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.892764699       0.303553237  -2.94105     1.000000
12059 LACENE  ( -1)       0.823076476       0.041701903  19.73714    -5.942745
12057 PCENE   (  0)      -0.122480400       0.161659787  -0.75764     1.283534

SE of equation            =     0.441394229
Sum of squared residuals  =  36.0433401      -0.136486378E-10
Average absolute error    =     0.319565965
Sum of ABS residuals      =  60.0784014    
R squared                 =   0.68418
Durbin-Watson statistic   =   2.30735
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                     +     *          !!           .  .  .0          !
 1966.2!                          +           !!           .  0  .           !
 1966.3!                        +             *!           .  .  .      0    !
 1966.4!                                  +  *!!           .  . 0.           !
 1967.1!                                 +  * !!           .  . 0.           !
 1967.2!                                 + *  !!           .  . 0.           !
 1967.3!                                +  *  !!           .  . 0.           !
 1967.4!                                + *   !!           .  .0 .           !
 1968.1!                               + *    !!           .  . 0.           !
 1968.2!                              + *     !!           .  .0 .           !
 1968.3!                              +*      !!           .  .0 .           !
 1968.4!                             + *      !!           .  .0 .           !
 1969.1!                             +        !!           .  .0 .           !
 1969.2!                           + *        !!           .  . 0.           !
 1969.3!                           +  *       !!           .  . 0.           !
 1969.4!                            +   *     !!           .  .  0           !
 1970.1!                             +    *   !!           .  .  0           !
 1970.2!                               +  *   !!           .  . 0.           !
 1970.3!                               +  *   !!           .  . 0.           !
 1970.4!                               +*     !!           .  .0 .           !
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 1980.2!                        +*            !!           .  .0 .           !
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 1980.4!            +     *                   !!           .  .  .0          !
 1981.1!                   +      *           !!           .  .  . 0         !
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 1981.3!                    *   +             !!           .0 .  .           !
 1981.4!                  * +                 !!           .0 .  .           !
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 1982.3*                   +                  !0           .  .  .           !
 1982.4!   +               *                  !!           .  .  .        0  !
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 1983.2!           +     *                    !!           .  .  .0          !
 1983.3!             *   +                    !!           0  .  .           !
 1983.4!     *        +                       !!        0  .  .  .           !
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 1984.3*                +                     !! 0         .  .  .           !
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 1986.4!       *       +                      !!        0  .  .  .           !
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 1990.4!             *    +                   !!          0.  .  .           !
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 1991.4!               *   +                  !!           0  .  .           !
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 2000.4!             * +                      !!           . 0.  .           !
 2001.1!              +      *                !!           .  .  . 0         !
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 2001.3!              *     +                 !!         0 .  .  .           !
 2001.4!              *+                      !!           . 0.  .           !
 2002.1!               +     *                !!           .  .  .0          !
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 2002.3!                *  +                  !!           .0 .  .           !
 2002.4!               * +                    !!           .0 .  .           !
 2003.1!                +     *               !!           .  .  .0          !
 2003.2!                      +               !!           .  0  .           !
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 2003.4!                    *+                !!           . 0.  .           !
 2004.1!                     +    *           !!           .  .  .0          !
 2004.2!                         + *          !!           .  .0 .           !
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 2006.1!                            +     *   !!           .  .  . 0         !
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 2006.4!                                +*    !!           .  0  .           !
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 2007.3!                                +     !!           . 0.  .           !
 2007.4!                              +*      !!           .  .0 .           !
 2008.1!                             +  *     !!           .  . 0.           !
 2008.2!                               +   *  !!           .  .  0           !
 2008.3!                              *  +    !!           .0 .  .           !
 2008.4!                         *  +         !!           0  .  .           !
 2009.1!                        +   *         !!           .  .  0           !
 2009.2!                          *+          !!           . 0.  .           !
 2009.3!                         +  *         !!           .  . 0.           !
 2009.4!                          *+          !!           . 0.  .           !
 2010.1!                         + *          !!           .  .0 .           !
 2010.2!                          + *         !!           .  .0 .           !
 2010.3!                           +          !!           .  0  .           !
 2010.4!                          + *         !!           .  . 0.           !
 2011.1!                           +  *       !!           .  . 0.           !
 2011.2!                            +    *    !!           .  .  0           !
 2011.3!                             * +      !!           .0 .  .           !
 2011.4!                            +         !!           .  .0 .           !
 2012.1!                           +*         !!           .  0  .           !
 2012.2!                           +*         !!           .  .0 .           !
 2012.3!                        *  +          !!           .0 .  .           !
 2012.4!                        +*            !!           .  .0 .           !


     25.00 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMENE=MEPX$Q/NEPMM;                                                     
 GENR LAAMENE=LOG(AAMENE+.00001);                                             
 GENR LAMENE=LOG(AMENE+.00001);                                               
 LHS AAMENE=EXP(LAAMENE)-.00001;                                              
  EQ  436 LAAMENE C LAMENE(-1) PMENE;                                         
EQUATION 551  LAAMENE  
   RHS     C  LAMENE(-1)  PMENE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  551 PLOT=0;END;                                                     

Equation number =  551
**********************

Dependent variable = LAAMENE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.699453836

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.843465526       0.258701770  -3.26038     1.000000
12062 LAMENE  ( -1)       0.822639779       0.045067147  18.25365    -6.706365
12060 PMENE   (  0)      -0.264165536       0.171099254  -1.54393     1.283534

SE of equation            =     0.392425422
Sum of squared residuals  =  28.4895767      -0.298570058E-10
Average absolute error    =     0.259672297
Sum of ABS residuals      =  48.8183918    
R squared                 =   0.74079
Durbin-Watson statistic   =   2.22052
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                +  *                  !!           .  . 0.           !
 1966.2!              *   +                   !!           0  .  .           !
 1966.3!              *+                      !!           .  0  .           !
 1966.4!              +*                      !!           .  0  .           !
 1967.1!               +     *                !!           .  .  . 0         !
 1967.2!                     +     *          !!           .  .  . 0         !
 1967.3!                       *  +           !!           .0 .  .           !
 1967.4!                      +    *          !!           .  .  .0          !
 1968.1!                          +*          !!           .  .0 .           !
 1968.2!                          +           !!           .  0  .           !
 1968.3!                        +  *          !!           .  . 0.           !
 1968.4!                          +           !!           .  .0 .           !
 1969.1!                        *+            !!           . 0.  .           !
 1969.2!                      +   *           !!           .  .  0           !
 1969.3!                        + *           !!           .  .0 .           !
 1969.4!                     *  +             !!           .0 .  .           !
 1970.1!                    +    *            !!           .  .  0           !
 1970.2!                       +              !!           .  0  .           !
 1970.3!                      +  *            !!           .  . 0.           !
 1970.4!                        +             !!           .  0  .           !
 1971.1!                      +   *           !!           .  .  0           !
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 1971.3!                        +             !!           .  0  .           !
 1971.4!                       + *            !!           .  .0 .           !
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 1981.4!                     * +              !!           . 0.  .           !
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 1987.1!                 +     *              !!           .  .  . 0         !
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 1989.4!               *     +                !!          0.  .  .           !
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 1991.3!                  * +                 !!           .0 .  .           !
 1991.4!                   + *                !!           .  .0 .           !
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 1993.4!                +  *                  !!           .  . 0.           !
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 1995.1!                +   *                 !!           .  . 0.           !
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 1995.4!                     +   *            !!           .  . 0.           !
 1996.1!                     *   +            !!           0  .  .           !
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 1996.4!                *  +                  !!           .0 .  .           !
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 1999.4!                          + *         !!           .  .0 .           !
 2000.1!                     *     +          !!          0.  .  .           !
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 2000.4!                         +            !!           .  0  .           !
 2001.1!                        *+            !!           . 0.  .           !
 2001.2!                       + *            !!           .  . 0.           !
 2001.3!                         +   *        !!           .  .  0           !
 2001.4!                           +*         !!           .  .0 .           !
 2002.1!                           +    *     !!           .  .  .0          !
 2002.2!                              + *     !!           .  .0 .           !
 2002.3!                              +*      !!           .  .0 .           !
 2002.4!                              +*      !!           .  .0 .           !
 2003.1!                             +        !!           .  0  .           !
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 2003.3!                            +*        !!           .  0  .           !
 2003.4!                            + *       !!           .  .0 .           !
 2004.1!                          *  +        !!           .0 .  .           !
 2004.2!                         *+           !!           . 0.  .           !
 2004.3!                         +*           !!           .  .0 .           !
 2004.4!                          +*          !!           .  .0 .           !
 2005.1!                           +*         !!           .  0  .           !
 2005.2!                           + *        !!           .  .0 .           !
 2005.3!                           *+         !!           . 0.  .           !
 2005.4!                           +*         !!           .  .0 .           !
 2006.1!                           +  *       !!           .  . 0.           !
 2006.2!                              +   *   !!           .  .  0           !
 2006.3!                               *+     !!           .  0  .           !
 2006.4!                              + *     !!           .  .0 .           !
 2007.1!                               +*     !!           .  .0 .           !
 2007.2!                               +  *   !!           .  . 0.           !
 2007.3!                                 + *  !!           .  . 0.           !
 2007.4!                                 +  * !!           .  . 0.           !
 2008.1!                                  *+  !!           . 0.  .           !
 2008.2!                                 +    *!           .  .  .0          !
 2008.3!                                    +*!!           .  0  .           !
 2008.4!                                   +  !!           .  0  .           !
 2009.1!                                 +    !!           .  0  .           !
 2009.2!                                + *   !!           .  . 0.           !
 2009.3!                                +  *  !!           .  . 0.           !
 2009.4!                                  + * !!           .  . 0.           !
 2010.1!                                 *+   !!           . 0.  .           !
 2010.2!                                + *   !!           .  . 0.           !
 2010.3!                                 +    !!           .  0  .           !
 2010.4!                                +*    !!           .  .0 .           !
 2011.1!                                +   * !!           .  .  0           !
 2011.2!                                  +*  !!           .  0  .           !
 2011.3!                               * +    !!           . 0.  .           !
 2011.4!                              +       !!           .  0  .           !
 2012.1!                             + *      !!           .  .0 .           !
 2012.2!                              +  *    !!           .  .  0           !
 2012.3!                                +*    !!           .  0  .           !
 2012.4!                               +      !!           .  0  .           !


     19.68 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPENE=PEPX$Q/NEPMM;                                                     
 GENR LAAPENE=LOG(AAPENE+.00001);                                             
 GENR LAPENE=LOG(APENE+.00001);                                               
 LHS AAPENE=EXP(LAAPENE)-.00001;                                              
  EQ  437 LAAPENE C LAPENE(-1) PPENE;                                         
EQUATION 552  LAAPENE  
   RHS     C  LAPENE(-1)  PPENE  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  552 PLOT=0;END;                                                     

Equation number =  552
**********************

Dependent variable = LAAPENE 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -6.672256153

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.786618280       0.473707494  -5.88257     1.000000
12065 LAPENE  ( -1)       0.551852859       0.073278927   7.53085    -6.668332
12063 PPENE   (  0)      -0.226095511       0.080399768  -2.81214     0.909792

SE of equation            =     0.282106521
Sum of squared residuals  =  9.78884294      -0.496473973E-10
Average absolute error    =     0.225629686
Sum of ABS residuals      =  28.4293405    
R squared                 =   0.40423
Durbin-Watson statistic   =   2.11780
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                +           *         !!        .     .     .   0    !
 1981.4!                    *  +              !!        .   0 .     .        !
 1982.1!                   +       *          !!        .     .     .0       !
 1982.2!                       +              !!        .     0     .        !
 1982.3!                     + *              !!        .     . 0   .        !
 1982.4!                     +     *          !!        .     .    0.        !
 1983.1!                       +              *!        .     .     .      0 !
 1983.2!                 *          +         !!     0  .     .     .        !
 1983.3!                 +  *                 !!        .     . 0   .        !
 1983.4!                   +   *              !!        .     .   0 .        !
 1984.1!           *        +                 !!      0 .     .     .        !
 1984.2!              +   *                   !!        .     .   0 .        !
 1984.3!                  +        *          !!        .     .     . 0      !
 1984.4!                *      +              !!        0     .     .        !
 1985.1!                 +              *     !!        .     .     .     0  !
 1985.2!                          +     *     !!        .     .    0.        !
 1985.3!                    *     +           !!        0     .     .        !
 1985.4!                    +         *       !!        .     .     . 0      !
 1986.1!                         *+           !!        .    0.     .        !
 1986.2!                       + *            !!        .     . 0   .        !
 1986.3!                       +        *     !!        .     .     .0       !
 1986.4!                       *  +           !!        .  0  .     .        !
 1987.1!                     *+               !!        .    0.     .        !
 1987.2!                 *   +                !!        .  0  .     .        !
 1987.3!           *      +                   !!        0     .     .        !
 1987.4!           *   +                      !!        .  0  .     .        !
 1988.1!              +                       !!        .     0     .        !
 1988.2!                +  *                  !!        .     .  0  .        !
 1988.3!                 * +                  !!        .   0 .     .        !
 1988.4!           *     +                    !!        .0    .     .        !
 1989.1!             + *                      !!        .     .0    .        !
 1989.2!                +      *              !!        .     .     0        !
 1989.3!               *     +                !!        . 0   .     .        !
 1989.4!               * +                    !!        .   0 .     .        !
 1990.1!             *   +                    !!        .  0  .     .        !
 1990.2!          *     +                     !!        .0    .     .        !
 1990.3!              +                       !!        .     0     .        !
 1990.4!                 +*                   !!        .     .0    .        !
 1991.1!   *          +                       !!     0  .     .     .        !
 1991.2!          +         *                 !!        .     .     . 0      !
 1991.3!              *     +                 !!        .0    .     .        !
 1991.4*                 +                    !0        .     .     .        !
 1992.1!         +            *               !!        .     .     .    0   !
 1992.2!                 *   +                !!        . 0   .     .        !
 1992.3!               *  +                   !!        .  0  .     .        !
 1992.4!                  +      *            !!        .     .     0        !
 1993.1!                       + *            !!        .     .0    .        !
 1993.2!                 *     +              !!        .0    .     .        !
 1993.3!                   +    *             !!        .     .   0 .        !
 1993.4!                       +    *         !!        .     .   0 .        !
 1994.1!                         +       *    !!        .     .     .0       !
 1994.2!                            +     *   !!        .     .    0.        !
 1994.3!                            +      *  !!        .     .     0        !
 1994.4!                             + *      !!        .     . 0   .        !
 1995.1!                          +*          !!        .     .0    .        !
 1995.2!                        +     *       !!        .     .    0.        !
 1995.3!                          +         * !!        .     .     .  0     !
 1995.4!                          *  +        !!        .   0 .     .        !
 1996.1!                      * +             !!        .    0.     .        !
 1996.2!                     +     *          !!        .     .    0.        !
 1996.3!                   *    +             !!        . 0   .     .        !
 1996.4!                    +     *           !!        .     .    0.        !
 1997.1!                     * +              !!        .    0.     .        !
 1997.2!                     +*               !!        .     . 0   .        !
 1997.3!                     +*               !!        .     .0    .        !
 1997.4!                 *   +                !!        .  0  .     .        !
 1998.1!          *        +                  !!       0.     .     .        !
 1998.2!  *            +                      !!   0    .     .     .        !
 1998.3!          +           *               !!        .     .     .   0    !
 1998.4!                 *    +               !!        . 0   .     .        !
 1999.1!          *        +                  !!       0.     .     .        !
 1999.2!         *      +                     !!        0     .     .        !
 1999.3!              +    *                  !!        .     .   0 .        !
 1999.4!           *        +                 !!      0 .     .     .        !
 2000.1!     *          +                     !!     0  .     .     .        !
 2000.2! *          +                         !!     0  .     .     .        !
 2000.3!          + *                         !!        .     . 0   .        !
 2000.4!                +       *             !!        .     .     0        !
 2001.1!       *               +              !! 0      .     .     .        !
 2001.2!   *         +                        !!     0  .     .     .        !
 2001.3!         * +                          !!        .   0 .     .        !
 2001.4!          *    +                      !!        . 0   .     .        !
 2002.1!              *+                      !!        .    0.     .        !
 2002.2!                 + *                  !!        .     .0    .        !
 2002.3!                 *  +                 !!        .  0  .     .        !
 2002.4!                  *+                  !!        .    0.     .        !
 2003.1!             *      +                 !!        0     .     .        !
 2003.2!                 +  *                 !!        .     . 0   .        !
 2003.3!                  *  +                !!        .   0 .     .        !
 2003.4!           *       +                  !!       0.     .     .        !
 2004.1!               +  *                   !!        .     .  0  .        !
 2004.2!                *  +                  !!        .  0  .     .        !
 2004.3!                  +          *        !!        .     .     .  0     !
 2004.4!                         +       *    !!        .     .     .0       !
 2005.1!                           +    *     !!        .     .   0 .        !
 2005.2!                          +*          !!        .     .0    .        !
 2005.3!                       +  *           !!        .     .  0  .        !
 2005.4!                      +  *            !!        .     .  0  .        !
 2006.1!                     +                !!        .     0     .        !
 2006.2!             *  +                     !!        .  0  .     .        !
 2006.3!            +                         !!        .     0     .        !
 2006.4!           +               *          !!        .     .     .      0 !
 2007.1!          *         +                 !!     0  .     .     .        !
 2007.2!         *+                           !!        .    0.     .        !
 2007.3!          + *                         !!        .     . 0   .        !
 2007.4!            +   *                     !!        .     .  0  .        !
 2008.1!               +     *                !!        .     .    0.        !
 2008.2!                 + *                  !!        .     .0    .        !
 2008.3!              *  +                    !!        .   0 .     .        !
 2008.4!                +     *               !!        .     .    0.        !
 2009.1!                    +     *           !!        .     .    0.        !
 2009.2!                  *   +               !!        .  0  .     .        !
 2009.3!             *   +                    !!        .  0  .     .        !
 2009.4!         *   +                        !!        .  0  .     .        !
 2010.1!          +*                          !!        .     .0    .        !
 2010.2!       *   +                          !!        .  0  .     .        !
 2010.3!        *+                            !!        .    0.     .        !
 2010.4!    *    +                            !!        . 0   .     .        !
 2011.1!      +  *                            !!        .     .  0  .        !
 2011.2!        *+                            !!        .    0.     .        !
 2011.3!    *   +                             !!        .  0  .     .        !
 2011.4!       +*                             !!        .     .0    .        !
 2012.1!         +  *                         !!        .     . 0   .        !
 2012.2!   *       +                          !!       0.     .     .        !
 2012.3!      +  *                            !!        .     . 0   .        !
 2012.4!     *   +                            !!        .  0  .     .        !


     30.95 percent of the residuals exceed 1 SE
      3.97 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTUNE=TUPX$/NEPMM;                                                      
 GENR LAATUNE=LOG(AATUNE+.00001);                                             
 GENR LATUNE=LOG(ATUNE+.00001);                                               
 LHS AATUNE=EXP(LAATUNE)-.00001;                                              
  EQ  438 LAATUNE C LATUNE(-1) PTUNE;                                         
EQUATION 553  LAATUNE  
   RHS     C  LATUNE(-1)  PTUNE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  553 PLOT=0;END;                                                     

Equation number =  553
**********************

Dependent variable = LAATUNE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.045985893

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.295244756       0.125974902  -2.34368     1.000000
12068 LATUNE  ( -1)       0.882226724       0.035807607  24.63797    -6.056270
12066 PTUNE   (  0)      -0.317668571       0.123063150  -2.58135     1.283534

SE of equation            =     0.193040604
Sum of squared residuals  =  6.89396482      -0.461852778E-12
Average absolute error    =     0.135383312
Sum of ABS residuals      =  25.4520626    
R squared                 =   0.92287
Durbin-Watson statistic   =   2.73591
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!   + *                                !!          .   .  0.          !
 1966.2!*    +                                !!       0  .   .   .          !
 1966.3!+         *                           !!          .   .   .        0 !
 1966.4! *       +                            !!   0      .   .   .          !
 1967.1* +                                    !!          .0  .   .          !
 1967.2!+    *                                !!          .   .   .  0       !
 1967.3!      +*                              !!          .   . 0 .          !
 1967.4!   *    +                             !!       0  .   .   .          !
 1968.1!    +     *                           !!          .   .   .     0    !
 1968.2!        * +                           !!          .0  .   .          !
 1968.3!     *  +                             !!         0.   .   .          !
 1968.4! *   +                                !!         0.   .   .          !
 1969.1!  +*                                  !!          .   . 0 .          !
 1969.2!    +    *                            !!          .   .   .  0       !
 1969.3!*       +                             !!   0      .   .   .          !
 1969.4!+ *                                   !!          .   . 0 .          !
 1970.1!  +  *                                !!          .   .   0          !
 1970.2!     +*                               !!          .   .0  .          !
 1970.3!   *  +                               !!          0   .   .          !
 1970.4!   +    *                             !!          .   .   . 0        !
 1971.1!    *  +                              !!          0   .   .          !
 1971.2!     +                                !!          .   0   .          !
 1971.3!      +                               !!          .   0   .          !
 1971.4!       +     *                        !!          .   .   .   0      !
 1972.1!         *   +                        !!         0.   .   .          !
 1972.2!      *   +                           !!         0.   .   .          !
 1972.3!       + *                            !!          .   . 0 .          !
 1972.4!       * +                            !!          . 0 .   .          !
 1973.1!      * +                             !!          .0  .   .          !
 1973.2!       + *                            !!          .   .  0.          !
 1973.3!         + *                          !!          .   . 0 .          !
 1973.4!     *    +                           !!      0   .   .   .          !
 1974.1!     +    *                           !!          .   .   .  0       !
 1974.2!            + *                       !!          .   .  0.          !
 1974.3!        *      +                      !!    0     .   .   .          !
 1974.4!     *   +                            !!         0.   .   .          !
 1975.1!    *  +                              !!          .0  .   .          !
 1975.2!  *   +                               !!        0 .   .   .          !
 1975.3!   +       *                          !!          .   .   .     0    !
 1975.4!           +                          !!          .   0   .          !
 1976.1!           +                          !!          .   0   .          !
 1976.2!           +                          !!          .   0   .          !
 1976.3!     *     +                          !!      0   .   .   .          !
 1976.4!    * +                               !!          . 0 .   .          !
 1977.1!     +                                !!          .   0   .          !
 1977.2!  *    +                              !!        0 .   .   .          !
 1977.3!    +*                                !!          .   .0  .          !
 1977.4!      +*                              !!          .   .0  .          !
 1978.1!        +                             !!          .   0   .          !
 1978.2!         +                            !!          .   0   .          !
 1978.3!          *+                          !!          .  0.   .          !
 1978.4!      *    +                          !!       0  .   .   .          !
 1979.1!       *+                             !!          .   0   .          !
 1979.2!     *   +                            !!         0.   .   .          !
 1979.3!       +                              !!          .   0   .          !
 1979.4!*        +                            !! 0        .   .   .          !
 1980.1!   +  *                               !!          .   .   .0         !
 1980.2!     *  +                             !!         0.   .   .          !
 1980.3!      *+                              !!          . 0 .   .          !
 1980.4!       *+                             !!          .  0.   .          !
 1981.1!    *    +                            !!       0  .   .   .          !
 1981.2!    *+                                !!          .  0.   .          !
 1981.3!     +  *                             !!          .   .   0          !
 1981.4!        +*                            !!          .   .0  .          !
 1982.1!     *   +                            !!       0  .   .   .          !
 1982.2!     + *                              !!          .   . 0 .          !
 1982.3!       + *                            !!          .   . 0 .          !
 1982.4!         +*                           !!          .   . 0 .          !
 1983.1!        * +                           !!          .0  .   .          !
 1983.2!         + *                          !!          .   .  0.          !
 1983.3!           +       *                  !!          .   .   .      0   !
 1983.4!       *          +                   !0          .   .   .          !
 1984.1!       +         *                    !!          .   .   .         0!
 1984.2!          *     +                     !!     0    .   .   .          !
 1984.3!         +    *                       !!          .   .   .  0       !
 1984.4!             +   *                    !!          .   .   . 0        !
 1985.1!               +  *                   !!          .   .  0.          !
 1985.2!                +*                    !!          .   .0  .          !
 1985.3!                +                     !!          .   .0  .          !
 1985.4!               *+                     !!          .  0.   .          !
 1986.1!              *+                      !!          . 0 .   .          !
 1986.2!              +   *                   !!          .   .   . 0        !
 1986.3!                 +                    !!          .  0.   .          !
 1986.4!                 +*                   !!          .   .0  .          !
 1987.1!                  +                   !!          .  0.   .          !
 1987.2!                  +*                  !!          .   .0  .          !
 1987.3!                   +                  !!          .   0   .          !
 1987.4!                    +                 !!          .   0   .          !
 1988.1!                 *  +                 !!          0   .   .          !
 1988.2!                  +  *                !!          .   .   .0         !
 1988.3!                     +*               !!          .   .0  .          !
 1988.4!                     *+               !!          .  0.   .          !
 1989.1!                     + *              !!          .   .  0.          !
 1989.2!                      *+              !!          .  0.   .          !
 1989.3!                      + *             !!          .   . 0 .          !
 1989.4!                      *+              !!          . 0 .   .          !
 1990.1!                     *+               !!          . 0 .   .          !
 1990.2!                     +                !!          .  0.   .          !
 1990.3!                     +                !!          .   0   .          !
 1990.4!                      +*              !!          .   .0  .          !
 1991.1!                       + *            !!          .   .0  .          !
 1991.2!                    *    +            !!        0 .   .   .          !
 1991.3!                     +  *             !!          .   .   0          !
 1991.4!                      * +             !!          .0  .   .          !
 1992.1!                      +               !!          .   0   .          !
 1992.2!                       +              !!          .   .0  .          !
 1992.3!                        +             !!          .   .0  .          !
 1992.4!                      * +             !!          .0  .   .          !
 1993.1!                      +  *            !!          .   .  0.          !
 1993.2!                        *+            !!          .  0.   .          !
 1993.3!                        +*            !!          .   .  0.          !
 1993.4!                        *+            !!          .  0.   .          !
 1994.1!                        +             !!          .   0   .          !
 1994.2!                        +             !!          .   0   .          !
 1994.3!                        +  *          !!          .   .   .0         !
 1994.4!                          *+          !!          . 0 .   .          !
 1995.1!                         *+           !!          .  0.   .          !
 1995.2!                          +*          !!          .   . 0 .          !
 1995.3!                          *+          !!          . 0 .   .          !
 1995.4!                         *+           !!          .  0.   .          !
 1996.1!                        *+            !!          . 0 .   .          !
 1996.2!                        + *           !!          .   . 0 .          !
 1996.3!                          +*          !!          .   .0  .          !
 1996.4!                        *  +          !!          .0  .   .          !
 1997.1!                        +             !!          .   0   .          !
 1997.2!                        +*            !!          .   .0  .          !
 1997.3!                        +             !!          .  0.   .          !
 1997.4!                        +             !!          .   .0  .          !
 1998.1!                        +*            !!          .   . 0 .          !
 1998.2!                         +*           !!          .   . 0 .          !
 1998.3!                          +*          !!          .   . 0 .          !
 1998.4!                          *+          !!          .  0.   .          !
 1999.1!                          + *         !!          .   .  0.          !
 1999.2!                          *+          !!          . 0 .   .          !
 1999.3!                          +           !!          .   .0  .          !
 1999.4!                          +           !!          .   0   .          !
 2000.1!                        *+            !!          .  0.   .          !
 2000.2!                        +*            !!          .   .0  .          !
 2000.3!                        +             !!          .  0.   .          !
 2000.4!                      *+              !!          .  0.   .          !
 2001.1!                      +*              !!          .   . 0 .          !
 2001.2!                       + *            !!          .   .  0.          !
 2001.3!                        + *           !!          .   . 0 .          !
 2001.4!                        *+            !!          .  0.   .          !
 2002.1!                        + *           !!          .   .  0.          !
 2002.2!                         +*           !!          .   .0  .          !
 2002.3!                          +*          !!          .   . 0 .          !
 2002.4!                           +*         !!          .   . 0 .          !
 2003.1!                            + *       !!          .   .  0.          !
 2003.2!                             +  *     !!          .   .  0.          !
 2003.3!                               +*     !!          .   .0  .          !
 2003.4!                               +*     !!          .   .0  .          !
 2004.1!                                +*    !!          .   . 0 .          !
 2004.2!                                +  *  !!          .   .   0          !
 2004.3!                                  +   !!          .  0.   .          !
 2004.4!                                 +  * !!          .   .  0.          !
 2005.1!                                   +  *!          .   .   0          !
 2005.2!                                   * +!!          .0  .   .          !
 2005.3!                                 *+   !!          .  0.   .          !
 2005.4!                                 +*   !!          .   . 0 .          !
 2006.1!                                *+    !!          .0  .   .          !
 2006.2!                               + *    !!          .   . 0 .          !
 2006.3!                                 +*   !!          .   . 0 .          !
 2006.4!                                 +    !!          .   0   .          !
 2007.1!                                *+    !!          .  0.   .          !
 2007.2!                                + *   !!          .   .  0.          !
 2007.3!                                  +*  !!          .   . 0 .          !
 2007.4!                                  +   !!          .  0.   .          !
 2008.1!                                  +   !!          .   .0  .          !
 2008.2!                                 *+   !!          .  0.   .          !
 2008.3!                                 +    !!          .   0   .          !
 2008.4!                             *   +    !!        0 .   .   .          !
 2009.1!                             + *      !!          .   .  0.          !
 2009.2!                             * +      !!          . 0 .   .          !
 2009.3!                             + *      !!          .   . 0 .          !
 2009.4!                              *+      !!          . 0 .   .          !
 2010.1!                             *+       !!          .  0.   .          !
 2010.2!                             +*       !!          .   .0  .          !
 2010.3!                              +       !!          .  0.   .          !
 2010.4!                              +       !!          .   0   .          !
 2011.1!                              +*      !!          .   . 0 .          !
 2011.2!                               + *    !!          .   . 0 .          !
 2011.3!                               * +    !!          . 0 .   .          !
 2011.4!                               +      !!          .   0   .          !
 2012.1!                               +*     !!          .   .0  .          !
 2012.2!                              * +     !!          . 0 .   .          !
 2012.3!                              +*      !!          .   .0  .          !
 2012.4!                              +  *    !!          .   .  0.          !


     23.40 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDNE=PDPX$/NEPMM;                                                      
 GENR LAAPDNE=LOG(AAPDNE+.00001);                                             
 GENR LAPDNE=LOG(APDNE+.00001);                                               
 LHS AAPDNE=EXP(LAAPDNE)-.00001;                                              
  EQ  439 LAAPDNE C LAPDNE(-1) PPDNE;                                         
EQUATION 554  LAAPDNE  
   RHS     C  LAPDNE(-1)  PPDNE  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  554 PLOT=0;END;                                                     

Equation number =  554
**********************

Dependent variable = LAAPDNE 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.241114932

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.023070452       0.094034649  -0.24534     1.000000
12071 LAPDNE  ( -1)       0.909871087       0.029102435  31.26443    -5.257288
12069 PPDNE   (  0)      -0.361930024       0.124047936  -2.91766     1.200756

SE of equation            =     0.138410367
Sum of squared residuals  =  2.35636386      -0.193640659E-10
Average absolute error    =     0.099308386
Sum of ABS residuals      =  12.5128566    
R squared                 =   0.96398
Durbin-Watson statistic   =   2.71692
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!*     +                               !! 0        .   .   .          !
 1981.4! +  *                                 !!          .   .   . 0        !
 1982.1*    +                                 !!   0      .   .   .          !
 1982.2!+      *                              !!          .   .   .         0!
 1982.3!       +*                             !!          .   . 0 .          !
 1982.4!        +                             !!          .   .0  .          !
 1983.1!        + *                           !!          .   .   0          !
 1983.2!         *+                           !!          . 0 .   .          !
 1983.3!         +  *                         !!          .   .   . 0        !
 1983.4!       *   +                          !!     0    .   .   .          !
 1984.1!      *+                              !!          . 0 .   .          !
 1984.2!      + *                             !!          .   .   . 0        !
 1984.3!        + *                           !!          .   .   . 0        !
 1984.4!       * +                            !!          0   .   .          !
 1985.1!      +*                              !!          .   0   .          !
 1985.2!      +   *                           !!          .   .   .     0    !
 1985.3!         *+                           !!          . 0 .   .          !
 1985.4!       * +                            !!          0   .   .          !
 1986.1!    *  +                              !!       0  .   .   .          !
 1986.2!     +*                               !!          .   . 0 .          !
 1986.3!    *  +                              !!        0 .   .   .          !
 1986.4!     +  *                             !!          .   .   .0         !
 1987.1!       * +                            !!         0.   .   .          !
 1987.2!      * +                             !!          0   .   .          !
 1987.3!        +                             !!          .   0   .          !
 1987.4!         *+                           !!          . 0 .   .          !
 1988.1!         *+                           !!          .0  .   .          !
 1988.2!          + *                         !!          .   .   0          !
 1988.3!        *    +                        !!    0     .   .   .          !
 1988.4!          +  *                        !!          .   .   .  0       !
 1989.1!          *  +                        !!       0  .   .   .          !
 1989.2!           +*                         !!          .   . 0 .          !
 1989.3!            *+                        !!          .  0.   .          !
 1989.4!             +                        !!          .   0   .          !
 1990.1!            * +                       !!        0 .   .   .          !
 1990.2!             +  *                     !!          .   .   .0         !
 1990.3!            *    +                    !!    0     .   .   .          !
 1990.4!              +*                      !!          .   . 0 .          !
 1991.1!                + *                   !!          .   .   0          !
 1991.2!                   +  *               !!          .   .   . 0        !
 1991.3!                      +*              !!          .   .0  .          !
 1991.4!                       + *            !!          .   .  0.          !
 1992.1!                  *      +            !0          .   .   .          !
 1992.2!                   +   *              !!          .   .   .    0     !
 1992.3!                      * +             !!         0.   .   .          !
 1992.4!                       +*             !!          .   .  0.          !
 1993.1!                       *+             !!          .0  .   .          !
 1993.2!                       +              !!          .   0   .          !
 1993.3!                       +              !!          .  0.   .          !
 1993.4!                       +  *           !!          .   .   . 0        !
 1994.1!                        *+            !!          . 0 .   .          !
 1994.2!                        +             !!          .   0   .          !
 1994.3!                        *+            !!          . 0 .   .          !
 1994.4!                        +*            !!          .   . 0 .          !
 1995.1!                          +           !!          .  0.   .          !
 1995.2!                          + *         !!          .   .  0.          !
 1995.3!                         *  +         !!       0  .   .   .          !
 1995.4!                         +*           !!          .   . 0 .          !
 1996.1!                         * +          !!          0   .   .          !
 1996.2!                        *+            !!          .0  .   .          !
 1996.3!                       *+             !!          0   .   .          !
 1996.4!                       +              !!          .   0   .          !
 1997.1!                       *+             !!          . 0 .   .          !
 1997.2!                      *+              !!          .  0.   .          !
 1997.3!                      *+              !!          .  0.   .          !
 1997.4!                      + *             !!          .   .   0          !
 1998.1!                        +*            !!          .   .0  .          !
 1998.2!                        *+            !!          .  0.   .          !
 1998.3!                        +             !!          .  0.   .          !
 1998.4!                        +             !!          .   0   .          !
 1999.1!                        + *           !!          .   .  0.          !
 1999.2!                         *+           !!          . 0 .   .          !
 1999.3!                        *+            !!          . 0 .   .          !
 1999.4!                        +             !!          .   0   .          !
 2000.1!                        + *           !!          .   .  0.          !
 2000.2!                         +            !!          .  0.   .          !
 2000.3!                        +             !!          .   0   .          !
 2000.4!                        +             !!          .   .0  .          !
 2001.1!                        + *           !!          .   .  0.          !
 2001.2!                         +*           !!          .   .  0.          !
 2001.3!                          +           !!          .   0   .          !
 2001.4!                          +*          !!          .   .  0.          !
 2002.1!                          +           !!          .  0.   .          !
 2002.2!                          +*          !!          .   .  0.          !
 2002.3!                           +*         !!          .   . 0 .          !
 2002.4!                           +*         !!          .   .0  .          !
 2003.1!                            + *       !!          .   .   .0         !
 2003.2!                              +       !!          .  0.   .          !
 2003.3!                             *+       !!          .  0.   .          !
 2003.4!                             + *      !!          .   .  0.          !
 2004.1!                               +*     !!          .   .  0.          !
 2004.2!                                +     !!          .   0   .          !
 2004.3!                               *+     !!          .0  .   .          !
 2004.4!                               + *    !!          .   .   0          !
 2005.1!                                 + *  !!          .   .  0.          !
 2005.2!                                *  +  !!         0.   .   .          !
 2005.3!                                +     !!          .  0.   .          !
 2005.4!                                +     !!          .   .0  .          !
 2006.1!                                +     !!          .   0   .          !
 2006.2!                                +     !!          .  0.   .          !
 2006.3!                                +*    !!          .   . 0 .          !
 2006.4!                                 +    !!          .  0.   .          !
 2007.1!                                 +*   !!          .   .  0.          !
 2007.2!                                 * +  !!          .0  .   .          !
 2007.3!                                  +   !!          .   0   .          !
 2007.4!                                  +   !!          .   0   .          !
 2008.1!                                   +* !!          .   .  0.          !
 2008.2!                                     +!!          .   .0  .          !
 2008.3!                                   * +!!          0   .   .          !
 2008.4!                                  *+  !!          . 0 .   .          !
 2009.1!                                  +  *!!          .   .   .0         !
 2009.2!                                    +*!!          .   .0  .          !
 2009.3!                                     +!!          .   0   .          !
 2009.4!                                     +!!          .   .0  .          !
 2010.1!                                     +*!          .   .0  .          !
 2010.2!                                     *+!          . 0 .   .          !
 2010.3!                                    +*!!          .   0   .          !
 2010.4!                                     +*!          .   . 0 .          !
 2011.1!                                     +*!          .   .0  .          !
 2011.2!                                     *+!          .  0.   .          !
 2011.3!                                     +*!          .   .0  .          !
 2011.4!                                     +!!          .   0   .          !
 2012.1!                                     +!!          .   0   .          !
 2012.2!                                    *+!!          .  0.   .          !
 2012.3!                                    + *!          .   .   0          !
 2012.4!                                     +!!          .  0.   .          !


     23.02 percent of the residuals exceed 1 SE
      7.14 percent of the residuals exceed 2 SE
@@EQ  440 LAARUNE C LARUNE(-1) PRUNE;SMPL 1992.3 2012.4;OLS;EST  440 PLOT=0;EN
@@EQ  441 LAAUENE C LAUENE(-1) PUENE;SMPL 1995.3 2012.4;OLS;EST  441 PLOT=0;EN
@EQ   442 LAAEGNE C LAEGNE(-1) PEGNE;SMPL 1981.3 2012.4;OLS;EST  442 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PISNE=ISPX$/NEPMM;                                                      
 GENR LAAISNE=LOG(AAISNE+.00001);                                             
 GENR LAISNE=LOG(AISNE+.00001);                                               
 LHS AAISNE=EXP(LAAISNE)-.00001;                                              
  EQ  443 LAAISNE C LAISNE(-1) PISNE;                                         
EQUATION 555  LAAISNE  
   RHS     C  LAISNE(-1)  PISNE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  555 PLOT=0;END;                                                     

Equation number =  555
**********************

Dependent variable = LAAISNE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.597585999

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.153677361       0.350204461  -6.14977     1.000000
12074 LAISNE  ( -1)       0.573236721       0.059773168   9.59020    -5.597455
12072 PISNE   (  0)      -0.209120382       0.138608249  -1.50872     1.124910

SE of equation            =     0.161646041
Sum of squared residuals  =  4.83394689       0.834639025E-10
Average absolute error    =     0.127216536
Sum of ABS residuals      =  23.9167089    
R squared                 =   0.35041
Durbin-Watson statistic   =   2.26033
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                +  *                  !!        .     .  0  .        !
 1966.2!                 + *                  !!        .     . 0   .        !
 1966.3! *               +                    !!0       .     .     .        !
 1966.4!      +            *                  !!        .     .     .     0  !
 1967.1!             *   +                    !!        . 0   .     .        !
 1967.2!       *      +                       !!        0     .     .        !
 1967.3!           +           *              !!        .     .     .    0   !
 1967.4!                    +  *              !!        .     .  0  .        !
 1968.1!               *    +                 !!        .0    .     .        !
 1968.2!                + *                   !!        .     . 0   .        !
 1968.3!                 +             *      !!        .     .     .     0  !
 1968.4!                         +            *!        .     .     .     0  !
 1969.1!                  *         +         !!     0  .     .     .        !
 1969.2!                +              *      !!        .     .     .      0 !
 1969.3!                       +        *     !!        .     .     .0       !
 1969.4!                        +           * !!        .     .     .   0    !
 1970.1!                    *      +          !!        0     .     .        !
 1970.2!                   + *                !!        .     . 0   .        !
 1970.3!                   +      *           !!        .     .     0        !
 1970.4!                      +            *  !!        .     .     .     0  !
 1971.1!                       *   +          !!        .  0  .     .        !
 1971.2!                     +       *        !!        .     .     . 0      !
 1971.3!                         +      *     !!        .     .     .0       !
 1971.4!                          +    *      !!        .     .    0.        !
 1972.1!                    *     +           !!        .0    .     .        !
 1972.2!                   +                  !!        .     0     .        !
 1972.3!                  +*                  !!        .     0     .        !
 1972.4!                 +            *       !!        .     .     .    0   !
 1973.1!                  *     +             !!        .0    .     .        !
 1973.2!                +  *                  !!        .     . 0   .        !
 1973.3!         *       +                    !!       0.     .     .        !
 1973.4!         * +                          !!        .   0 .     .        !
 1974.1!            +              *          !!        .     .     .      0 !
 1974.2!                        +             !!        .     0     .        !
 1974.3!                   *  +               !!        .  0  .     .        !
 1974.4!                    +     *           !!        .     .     0        !
 1975.1!                       +              !!        .     0     .        !
 1975.2!                   * +                !!        .   0 .     .        !
 1975.3!                   +                  !!        .    0.     .        !
 1975.4!                   +   *              !!        .     .  0  .        !
 1976.1!                   * +                !!        .   0 .     .        !
 1976.2!                 * +                  !!        .    0.     .        !
 1976.3!                  +  *                !!        .     . 0   .        !
 1976.4!                    +          *      !!        .     .     .   0    !
 1977.1!                          +*          !!        .     .0    .        !
 1977.2!                *      +              !!       0.     .     .        !
 1977.3!             *  +                     !!        .  0  .     .        !
 1977.4!               +      *               !!        .     .     0        !
 1978.1!                  + *                 !!        .     .0    .        !
 1978.2!                  + *                 !!        .     . 0   .        !
 1978.3!             *    +                   !!        .0    .     .        !
 1978.4!           * +                        !!        .   0 .     .        !
 1979.1!*           +                         !!   0    .     .     .        !
 1979.2!     * +                              !!        .   0 .     .        !
 1979.3! *        +                           !!      0 .     .     .        !
 1979.4!       +*                             !!        .     .0    .        !
 1980.1!           +*                         !!        .     0     .        !
 1980.2!        *     +                       !!        0     .     .        !
 1980.3!            +*                        !!        .     .0    .        !
 1980.4!          *   +                       !!        . 0   .     .        !
 1981.1!   *         +                        !!     0  .     .     .        !
 1981.2!  *     +                             !!        .0    .     .        !
 1981.3!   *  +                               !!        .  0  .     .        !
 1981.4!        +  *                          !!        .     .  0  .        !
 1982.1*             +                        !! 0      .     .     .        !
 1982.2!   *  +                               !!        .  0  .     .        !
 1982.3!      * +                             !!        .   0 .     .        !
 1982.4!          +   *                       !!        .     .   0 .        !
 1983.1!      *        +                      !!      0 .     .     .        !
 1983.2!       *   +                          !!        .  0  .     .        !
 1983.3!     *     +                          !!        .0    .     .        !
 1983.4!          +      *                    !!        .     .     0        !
 1984.1!           *     +                    !!        .0    .     .        !
 1984.2!             +                        !!        .     0     .        !
 1984.3!              +       *               !!        .     .     .0       !
 1984.4!                 * +                  !!        .   0 .     .        !
 1985.1!            *   +                     !!        .  0  .     .        !
 1985.2!             +     *                  !!        .     .    0.        !
 1985.3!             *    +                   !!        . 0   .     .        !
 1985.4!               +                      !!        .     0     .        !
 1986.1!               *+                     !!        .     0     .        !
 1986.2!                +*                    !!        .     .0    .        !
 1986.3!                  +  *                !!        .     .  0  .        !
 1986.4!                *   +                 !!        .  0  .     .        !
 1987.1!          *       +                   !!       0.     .     .        !
 1987.2!              +                       !!        .     0     .        !
 1987.3!                +                     !!        .     0     .        !
 1987.4!              *   +                   !!        .  0  .     .        !
 1988.1!                +   *                 !!        .     .  0  .        !
 1988.2!             *     +                  !!        .0    .     .        !
 1988.3!         *     +                      !!        0     .     .        !
 1988.4!             +           *            !!        .     .     .    0   !
 1989.1!                     *+               !!        .     0     .        !
 1989.2!                 *  +                 !!        .  0  .     .        !
 1989.3!                 +                    !!        .     0     .        !
 1989.4!                 +     *              !!        .     .    0.        !
 1990.1!          *        +                  !!      0 .     .     .        !
 1990.2!         *  +                         !!        .  0  .     .        !
 1990.3!            + *                       !!        .     .0    .        !
 1990.4!                +    *                !!        .     .    0.        !
 1991.1!   *                +                 !0        .     .     .        !
 1991.2!      *  +                            !!        .  0  .     .        !
 1991.3!       *  +                           !!        .  0  .     .        !
 1991.4!            +*                        !!        .     .0    .        !
 1992.1!             * +                      !!        .   0 .     .        !
 1992.2!            *  +                      !!        .  0  .     .        !
 1992.3!            *  +                      !!        .  0  .     .        !
 1992.4!        *      +                      !!        0     .     .        !
 1993.1!            +        *                !!        .     .     . 0      !
 1993.2!         *         +                  !!     0  .     .     .        !
 1993.3!            +  *                      !!        .     . 0   .        !
 1993.4!               +        *             !!        .     .     . 0      !
 1994.1!                *    +                !!        . 0   .     .        !
 1994.2!              *  +                    !!        .  0  .     .        !
 1994.3!              *+                      !!        .    0.     .        !
 1994.4!                +        *            !!        .     .     . 0      !
 1995.1!                   *   +              !!        .  0  .     .        !
 1995.2!                 *  +                 !!        .   0 .     .        !
 1995.3!                  + *                 !!        .     . 0   .        !
 1995.4!                    +             *   !!        .     .     .     0  !
 1996.1!                   *       +          !!       0.     .     .        !
 1996.2!                   +        *         !!        .     .     . 0      !
 1996.3!                   *    +             !!        .0    .     .        !
 1996.4!                   +             *    !!        .     .     .     0  !
 1997.1!                     *    +           !!        . 0   .     .        !
 1997.2!                    +  *              !!        .     .  0  .        !
 1997.3!                    +    *            !!        .     .    0.        !
 1997.4!                      +          *    !!        .     .     .   0    !
 1998.1!                          +  *        !!        .     . 0   .        !
 1998.2!                        +      *      !!        .     .     0        !
 1998.3!                         +  *         !!        .     . 0   .        !
 1998.4!                        +        *    !!        .     .     . 0      !
 1999.1!                        * +           !!        .  0  .     .        !
 1999.2!                     +*               !!        .     . 0   .        !
 1999.3!                    + *               !!        .     . 0   .        !
 1999.4!                    +    *            !!        .     .   0 .        !
 2000.1!                    *+                !!        .    0.     .        !
 2000.2!              *   +                   !!        . 0   .     .        !
 2000.3!             * +                      !!        .    0.     .        !
 2000.4!              +   *                   !!        .     .  0  .        !
 2001.1!               * +                    !!        .   0 .     .        !
 2001.2!              * +                     !!        .   0 .     .        !
 2001.3!             * +                      !!        .    0.     .        !
 2001.4!              +     *                 !!        .     .    0.        !
 2002.1!              *   +                   !!        . 0   .     .        !
 2002.2!               +*                     !!        .     .0    .        !
 2002.3!                +*                    !!        .     .0    .        !
 2002.4!                 +      *             !!        .     .     0        !
 2003.1!                   * +                !!        .   0 .     .        !
 2003.2!                   +*                 !!        .     .0    .        !
 2003.3!                   + *                !!        .     . 0   .        !
 2003.4!                    +   *             !!        .     .   0 .        !
 2004.1!                     *+               !!        .    0.     .        !
 2004.2!                *   +                 !!        . 0   .     .        !
 2004.3!               * +                    !!        .   0 .     .        !
 2004.4!                 +         *          !!        .     .     .  0     !
 2005.1!                   *    +             !!        . 0   .     .        !
 2005.2!              *    +                  !!        . 0   .     .        !
 2005.3!           *    +                     !!        . 0   .     .        !
 2005.4!              +*                      !!        .     .0    .        !
 2006.1!       *        +                     !!      0 .     .     .        !
 2006.2!      *     +                         !!        .0    .     .        !
 2006.3!            +                         !!        .     0     .        !
 2006.4!               +                      !!        .     .0    .        !
 2007.1!           *     +                    !!        .0    .     .        !
 2007.2!          *   +                       !!        .  0  .     .        !
 2007.3!         *    +                       !!        . 0   .     .        !
 2007.4!             +      *                 !!        .     .     0        !
 2008.1!          *        +                  !!      0 .     .     .        !
 2008.2!           * +                        !!        .   0 .     .        !
 2008.3!              +  *                    !!        .     .  0  .        !
 2008.4!                 +                    !!        .     0     .        !
 2009.1!           *     +                    !!        .0    .     .        !
 2009.2!            * +                       !!        .    0.     .        !
 2009.3!           *  +                       !!        .  0  .     .        !
 2009.4!              +     *                 !!        .     .    0.        !
 2010.1!              *    +                  !!        . 0   .     .        !
 2010.2!            *  +                      !!        .  0  .     .        !
 2010.3!           *  +                       !!        .  0  .     .        !
 2010.4!              +  *                    !!        .     .  0  .        !
 2011.1!         *       +                    !!       0.     .     .        !
 2011.2!             +  *                     !!        .     . 0   .        !
 2011.3!             *   +                    !!        .  0  .     .        !
 2011.4!               +    *                 !!        .     .   0 .        !
 2012.1!              *    +                  !!        .0    .     .        !
 2012.2!              *+                      !!        .    0.     .        !
 2012.3!           *   +                      !!        .  0  .     .        !
 2012.4!             +   *                    !!        .     .   0 .        !


     27.13 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@EQ   444 LAAKENE C LAKENE(-1) PKENE;SMPL 1966.1 2012.4;OLS;EST  444 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBANE=BAPX$/NEPMM;                                                      
 GENR LAABANE=LOG(AABANE+.00001);                                             
 GENR LABANE=LOG(ABANE+.00001);                                               
 LHS AABANE=EXP(LAABANE)-.00001;                                              
  EQ  445 LAABANE C LABANE(-1) PBANE;                                         
EQUATION 556  LAABANE  
   RHS     C  LABANE(-1)  PBANE  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  556 PLOT=0;END;                                                     

Equation number =  556
**********************

Dependent variable = LAABANE 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -8.022911073

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.552311017       0.161304005  -3.42404     1.000000
12077 LABANE  ( -1)       0.887325024       0.028060909  31.62139    -8.035274
12075 PBANE   (  0)      -0.217262554       0.055118105  -3.94176     1.568149

SE of equation            =     0.204133195
Sum of squared residuals  =  6.62558746       0.417736956E-10
Average absolute error    =     0.152595189
Sum of ABS residuals      =  24.7204206    
R squared                 =   0.96216
Durbin-Watson statistic   =   2.38530
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!       +*                             !!          .   .0  .          !
 1972.4!       +                              !!          .  0.   .          !
 1973.1!      +*                              !!          .   . 0 .          !
 1973.2!      +   *                           !!          .   .   .  0       !
 1973.3!    *    +                            !!     0    .   .   .          !
 1973.4! * +                                  !!         0.   .   .          !
 1974.1!+*                                    !!          .   . 0 .          !
 1974.2!  +                                   !!          .  0.   .          !
 1974.3!  +                                   !!          .  0.   .          !
 1974.4*  +                                   !!        0 .   .   .          !
 1975.1!+    *                                !!          .   .   .      0   !
 1975.2!   * +                                !!          0   .   .          !
 1975.3!   + *                                !!          .   .   0          !
 1975.4!    *+                                !!          .   0   .          !
 1976.1!  * +                                 !!          0   .   .          !
 1976.2!  +  *                                !!          .   .   . 0        !
 1976.3!    + *                               !!          .   .  0.          !
 1976.4!     +*                               !!          .   . 0 .          !
 1977.1!    * +                               !!          .0  .   .          !
 1977.2!    +*                                !!          .   . 0 .          !
 1977.3!   * +                                !!          .0  .   .          !
 1977.4!   +    *                             !!          .   .   .   0      !
 1978.1!      *+                              !!          . 0 .   .          !
 1978.2!    * +                               !!          0   .   .          !
 1978.3!*   +                                 !!       0  .   .   .          !
 1978.4! +  *                                 !!          .   .   . 0        !
 1979.1!    +                                 !!          .  0.   .          !
 1979.2!    +*                                !!          .   .0  .          !
 1979.3!   * +                                !!          .0  .   .          !
 1979.4!   +   *                              !!          .   .   .  0       !
 1980.1!      +                               !!          .  0.   .          !
 1980.2!   *  +                               !!       0  .   .   .          !
 1980.3!   +                                  !!          .   .0  .          !
 1980.4!    +*                                !!          .   .0  .          !
 1981.1!      +*                              !!          .   . 0 .          !
 1981.2!     * +                              !!          0   .   .          !
 1981.3!      +*                              !!          .   .  0.          !
 1981.4!        +      *                      !!          .   .   .        0 !
 1982.1!         *     +                      !!   0      .   .   .          !
 1982.2!      *   +                           !!       0  .   .   .          !
 1982.3!        +*                            !!          .   .  0.          !
 1982.4!         *+                           !!          . 0 .   .          !
 1983.1!        * +                           !!         0.   .   .          !
 1983.2!         +                            !!          .   .0  .          !
 1983.3!          +                           !!          .   .0  .          !
 1983.4!           +                          !!          .   0   .          !
 1984.1!   *       +                          !0          .   .   .          !
 1984.2!   + *                                !!          .   .  0.          !
 1984.3!    +  *                              !!          .   .   0          !
 1984.4!     +  *                             !!          .   .   .0         !
 1985.1!    *+                                !!          . 0 .   .          !
 1985.2!  + *                                 !!          .   .   0          !
 1985.3!   *+                                 !!          .  0.   .          !
 1985.4!    + *                               !!          .   .  0.          !
 1986.1!       +*                             !!          .   .0  .          !
 1986.2!         +  *                         !!          .   .   . 0        !
 1986.3!          *  +                        !!          0   .   .          !
 1986.4!     *     +                          !!  0       .   .   .          !
 1987.1!       +   *                          !!          .   .   .  0       !
 1987.2!           * +                        !!          .0  .   .          !
 1987.3!          * +                         !!          0   .   .          !
 1987.4!      *    +                          !!    0     .   .   .          !
 1988.1!        +  *                          !!          .   .   . 0        !
 1988.2!            +*                        !!          .   .0  .          !
 1988.3!          *   +                       !!       0  .   .   .          !
 1988.4!          *+                          !!          . 0 .   .          !
 1989.1!          *+                          !!          . 0 .   .          !
 1989.2!         * +                          !!          0   .   .          !
 1989.3!         *+                           !!          . 0 .   .          !
 1989.4!           +                          !!          .   0   .          !
 1990.1!            +                         !!          .  0.   .          !
 1990.2!             + *                      !!          .   .  0.          !
 1990.3!              * +                     !!          0   .   .          !
 1990.4!               + *                    !!          .   .  0.          !
 1991.1!                  +*                  !!          .   .0  .          !
 1991.2!                 * +                  !!         0.   .   .          !
 1991.3!                  + *                 !!          .   .   0          !
 1991.4!                    +                 !!          .  0.   .          !
 1992.1!                     +*               !!          .   .  0.          !
 1992.2!                   *   +              !!       0  .   .   .          !
 1992.3!                    +                 !!          .   0   .          !
 1992.4!                    *+                !!          .   0   .          !
 1993.1!                     +                !!          .   0   .          !
 1993.2!                      +               !!          .   .0  .          !
 1993.3!                      *+              !!          .  0.   .          !
 1993.4!                      +*              !!          .   . 0 .          !
 1994.1!                       *+             !!          . 0 .   .          !
 1994.2!                       +              !!          .  0.   .          !
 1994.3!                       +*             !!          .   .0  .          !
 1994.4!                        + *           !!          .   .   0          !
 1995.1!                         *+           !!          0   .   .          !
 1995.2!                       * +            !!          .0  .   .          !
 1995.3!                        +             !!          .   .0  .          !
 1995.4!                         + *          !!          .   .   0          !
 1996.1!                           +          !!          .   0   .          !
 1996.2!                           +*         !!          .   . 0 .          !
 1996.3!                            +         !!          .   0   .          !
 1996.4!                           +*         !!          .   .0  .          !
 1997.1!                            +         !!          .   .0  .          !
 1997.2!                          * +         !!          0   .   .          !
 1997.3!                          +           !!          .  0.   .          !
 1997.4!                          +*          !!          .   . 0 .          !
 1998.1!                           +          !!          .   .0  .          !
 1998.2!                           +*         !!          .   . 0 .          !
 1998.3!                           *+         !!          .  0.   .          !
 1998.4!                           +          !!          .   0   .          !
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 1999.4!                           +*         !!          .   . 0 .          !
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 2000.3!                           +*         !!          .   . 0 .          !
 2000.4!                            +*        !!          .   . 0 .          !
 2001.1!                            + *       !!          .   .  0.          !
 2001.2!                             +*       !!          .   . 0 .          !
 2001.3!                             +        !!          .   0   .          !
 2001.4!                            +*        !!          .   0   .          !
 2002.1!                            +*        !!          .   . 0 .          !
 2002.2!                          * +         !!         0.   .   .          !
 2002.3!                          +*          !!          .   . 0 .          !
 2002.4!                           +          !!          .   .0  .          !
 2003.1!                           +          !!          .   0   .          !
 2003.2!                           +*         !!          .   . 0 .          !
 2003.3!                           *+         !!          .  0.   .          !
 2003.4!                           +          !!          .  0.   .          !
 2004.1!                           +          !!          .  0.   .          !
 2004.2!                           +          !!          .   .0  .          !
 2004.3!                          *+          !!          . 0 .   .          !
 2004.4!                           +*         !!          .   .  0.          !
 2005.1!                          * +         !!         0.   .   .          !
 2005.2!                        * +           !!          .0  .   .          !
 2005.3!                         +            !!          .   .0  .          !
 2005.4!                          +           !!          .   0   .          !
 2006.1!                          +  *        !!          .   .   .0         !
 2006.2!                             +        !!          .   0   .          !
 2006.3!                          *  +        !!         0.   .   .          !
 2006.4!                          +   *       !!          .   .   .  0       !
 2007.1!                             *+       !!          .  0.   .          !
 2007.2!                             +*       !!          .   .0  .          !
 2007.3!                          *   +       !!        0 .   .   .          !
 2007.4!                           +*         !!          .   . 0 .          !
 2008.1!                            +         !!          .  0.   .          !
 2008.2!                            +  *      !!          .   .   . 0        !
 2008.3!                               +      !!          .   0   .          !
 2008.4!                               +   *  !!          .   .   .   0      !
 2009.1!                                  +  *!!          .   .   .0         !
 2009.2!                                    + *!          .   .  0.          !
 2009.3!                                    *+!!          .  0.   .          !
 2009.4!                                   + *!!          .   .   0          !
 2010.1!                                 *  + !!        0 .   .   .          !
 2010.2!                                 + *  !!          .   .  0.          !
 2010.3!                                  +*  !!          .   .  0.          !
 2010.4!                                   +  *!          .   .   . 0        !
 2011.1!                                    *+!!          . 0 .   .          !
 2011.2!                                  *+  !!          .0  .   .          !
 2011.3!                               * +    !!         0.   .   .          !
 2011.4!                               +*     !!          .   . 0 .          !
 2012.1!                             *  +     !!        0 .   .   .          !
 2012.2!                            *+        !!          . 0 .   .          !
 2012.3!                            +         !!          .   0   .          !
 2012.4!                            +*        !!          .   .  0.          !


     27.16 percent of the residuals exceed 1 SE
      4.94 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKNE=HKPX$/NEPMM;                                                      
 GENR LAAHKNE=LOG(AAHKNE+.00001);                                             
 GENR LAHKNE=LOG(AHKNE+.00001);                                               
 LHS AAHKNE=EXP(LAAHKNE)-.00001;                                              
  EQ  446 LAAHKNE C LAHKNE(-1) PHKNE;                                         
EQUATION 557  LAAHKNE  
   RHS     C  LAHKNE(-1)  PHKNE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  557 PLOT=0;END;                                                     

Equation number =  557
**********************

Dependent variable = LAAHKNE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.337770908

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.165686411       0.069237672  -2.39301     1.000000
12080 LAHKNE  ( -1)       0.948198127       0.020592181  46.04651    -5.349677
12078 PHKNE   (  0)      -0.057438581       0.028050263  -2.04770     1.732829

SE of equation            =     0.113010998
Sum of squared residuals  =  2.36272487      -0.563389335E-10
Average absolute error    =     0.078217538
Sum of ABS residuals      =  14.7048971    
R squared                 =   0.98670
Durbin-Watson statistic   =   2.50154
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1! * +                                  !!         0 .  .  .           !
 1966.2! +   *                                !!           .  .  .    0      !
 1966.3!    *+                                !!           .0 .  .           !
 1966.4!   * +                                !!           .0 .  .           !
 1967.1!    + *                               !!           .  .  .0          !
 1967.2!      +*                              !!           .  .0 .           !
 1967.3!   *   +                              !!      0    .  .  .           !
 1967.4!   +   *                              !!           .  .  .   0       !
 1968.1!   *   +                              !!      0    .  .  .           !
 1968.2!    +*                                !!           .  . 0.           !
 1968.3!    *+                                !!           0  .  .           !
 1968.4!    + *                               !!           .  .  . 0         !
 1969.1*       +                              !0           .  .  .           !
 1969.2+ *                                    !!           .  .  .0          !
 1969.3! +*                                   !!           .  .0 .           !
 1969.4!* +                                   !!          0.  .  .           !
 1970.1! +*                                   !!           .  . 0.           !
 1970.2!  +                                   !!           .  0  .           !
 1970.3!  + *                                 !!           .  .  .0          !
 1970.4!    + *                               !!           .  .  0           !
 1971.1!      + *                             !!           .  .  . 0         !
 1971.2!    *   +                             !!     0     .  .  .           !
 1971.3!   *+                                 !!           0  .  .           !
 1971.4!  *+                                  !!           0  .  .           !
 1972.1!  +                                   !!           .  .0 .           !
 1972.2!  *+                                  !!           . 0.  .           !
 1972.3!  +                                   !!           .  0  .           !
 1972.4*  +                                   !!        0  .  .  .           !
 1973.1+   *                                  !!           .  .  .    0      !
 1973.2!   +*                                 !!           .  . 0.           !
 1973.3!    +                                 !!           .  .0 .           !
 1973.4!    + *                               !!           .  .  .0          !
 1974.1!     + *                              !!           .  . 0.           !
 1974.2!     * +                              !!           .0 .  .           !
 1974.3!    *+                                !!           .0 .  .           !
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 1975.1!      +    *                          !!           .  .  .     0     !
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 1975.3!           *+                         !!           . 0.  .           !
 1975.4!            +*                        !!           .  . 0.           !
 1976.1!            *+                        !!           . 0.  .           !
 1976.2!             +                        !!           .  .0 .           !
 1976.3!             +*                       !!           .  0  .           !
 1976.4!              +*                      !!           .  . 0.           !
 1977.1!            *  +                      !!         0 .  .  .           !
 1977.2!            *+                        !!           . 0.  .           !
 1977.3!             +                        !!           .  0  .           !
 1977.4!             +*                       !!           .  .0 .           !
 1978.1!             *+                       !!           0  .  .           !
 1978.2!             +*                       !!           .  .0 .           !
 1978.3!              + *                     !!           .  .  0           !
 1978.4!                +                     !!           . 0.  .           !
 1979.1!               *+                     !!           . 0.  .           !
 1979.2!                +*                    !!           .  . 0.           !
 1979.3!                 +*                   !!           .  .0 .           !
 1979.4!                  *+                  !!           . 0.  .           !
 1980.1!                  +                   !!           . 0.  .           !
 1980.2!                  +*                  !!           .  .0 .           !
 1980.3!                  *+                  !!           .0 .  .           !
 1980.4!                  *+                  !!           . 0.  .           !
 1981.1!                  +                   !!           . 0.  .           !
 1981.2!                * +                   !!         0 .  .  .           !
 1981.3!                +*                    !!           .  . 0.           !
 1981.4!                  +                   !!           .  0  .           !
 1982.1!                  +                   !!           . 0.  .           !
 1982.2!                * +                   !!         0 .  .  .           !
 1982.3!                +*                    !!           .  .0 .           !
 1982.4!                 +*                   !!           .  .0 .           !
 1983.1!                  +*                  !!           .  .0 .           !
 1983.2!                   +*                 !!           .  .0 .           !
 1983.3!                  * +                 !!          0.  .  .           !
 1983.4!                   +                  !!           .  0  .           !
 1984.1!                   +                  !!           . 0.  .           !
 1984.2!                   +*                 !!           .  .0 .           !
 1984.3!                   *+                 !!           .0 .  .           !
 1984.4!                 * +                  !!          0.  .  .           !
 1985.1!                 *+                   !!           .0 .  .           !
 1985.2!                *+                    !!           .0 .  .           !
 1985.3!                *+                    !!           .  0  .           !
 1985.4!                 +*                   !!           .  . 0.           !
 1986.1!                  +                   !!           . 0.  .           !
 1986.2!                   +                  !!           .  0  .           !
 1986.3!                   + *                !!           .  .  0           !
 1986.4!                     + *              !!           .  .  .0          !
 1987.1!                       +*             !!           .  .0 .           !
 1987.2!                        +*            !!           .  .0 .           !
 1987.3!                         +            !!           . 0.  .           !
 1987.4!                         +*           !!           .  . 0.           !
 1988.1!                          + *         !!           .  .  0           !
 1988.2!                            +*        !!           .  . 0.           !
 1988.3!                             +        !!           . 0.  .           !
 1988.4!                            *+        !!           .0 .  .           !
 1989.1!                            +*        !!           .  . 0.           !
 1989.2!                            *+        !!           .0 .  .           !
 1989.3!                           *+         !!           .0 .  .           !
 1989.4!                           +          !!           .  0  .           !
 1990.1!                            +         !!           .  . 0.           !
 1990.2!                             +        !!           .  0  .           !
 1990.3!                             +        !!           .  .0 .           !
 1990.4!                             + *      !!           .  .  .0          !
 1991.1!                               +      !!           .  0  .           !
 1991.2!                              *+      !!           .0 .  .           !
 1991.3!                              +       !!           .  0  .           !
 1991.4!                              +*      !!           .  .0 .           !
 1992.1!                               +      !!           .  .0 .           !
 1992.2!                               +*     !!           .  .0 .           !
 1992.3!                                +     !!           .  0  .           !
 1992.4!                                + *   !!           .  .  .0          !
 1993.1!                                 +*   !!           .  . 0.           !
 1993.2!                                  +*  !!           .  .0 .           !
 1993.3!                                  +*  !!           .  .0 .           !
 1993.4!                                  *+  !!           . 0.  .           !
 1994.1!                                  +   !!           .  0  .           !
 1994.2!                                  +   !!           .  .0 .           !
 1994.3!                                  +   !!           .  0  .           !
 1994.4!                                  +   !!           .  0  .           !
 1995.1!                                  +*  !!           .  . 0.           !
 1995.2!                                   +  !!           .  0  .           !
 1995.3!                                   +  !!           .  .0 .           !
 1995.4!                                   +  !!           .  0  .           !
 1996.1!                                   +  !!           . 0.  .           !
 1996.2!                                   +  !!           .  0  .           !
 1996.3!                                  + * !!           .  . 0.           !
 1996.4!                                   +  !!           . 0.  .           !
 1997.1!                                   +  !!           .  . 0.           !
 1997.2!                                  *+  !!           .0 .  .           !
 1997.3!                                  +*  !!           .  . 0.           !
 1997.4!                                  +*  !!           .  . 0.           !
 1998.1!                                  *+  !!           .0 .  .           !
 1998.2!                                  +*  !!           .  .  0           !
 1998.3!                                  *+  !!           .0 .  .           !
 1998.4!                                  + * !!           .  .  .0          !
 1999.1!                                  *+  !!           0  .  .           !
 1999.2!                                  +   !!           .  0  .           !
 1999.3!                                 *+   !!           . 0.  .           !
 1999.4!                                 +*   !!           .  . 0.           !
 2000.1!                                 *+   !!           . 0.  .           !
 2000.2!                                 +    !!           . 0.  .           !
 2000.3!                                 +    !!           .  0  .           !
 2000.4!                                 +*   !!           .  . 0.           !
 2001.1!                                 +*   !!           .  . 0.           !
 2001.2!                                  +*  !!           .  .0 .           !
 2001.3!                                  +   !!           . 0.  .           !
 2001.4!                                  +*  !!           .  . 0.           !
 2002.1!                                  +*  !!           .  0  .           !
 2002.2!                                  +*  !!           .  0  .           !
 2002.3!                                  +   !!           .  0  .           !
 2002.4!                                  + * !!           .  .  0           !
 2003.1!                                   +  !!           .  0  .           !
 2003.2!                                   +* !!           .  .0 .           !
 2003.3!                                  * + !!           0  .  .           !
 2003.4!                                  +   !!           . 0.  .           !
 2004.1!                                  + * !!           .  .  0           !
 2004.2!                                   +* !!           .  0  .           !
 2004.3!                                    + !!           .  0  .           !
 2004.4!                                    + !!           .  .0 .           !
 2005.1!                                    + *!           .  .  0           !
 2005.2!                                     +!!           .  0  .           !
 2005.3!                                     +*!           .  .0 .           !
 2005.4!                                      +!           .  0  .           !
 2006.1!                                    * +!           0  .  .           !
 2006.2!                                   *+ !!           .0 .  .           !
 2006.3!                                   +  !!           .  0  .           !
 2006.4!                                   +* !!           .  0  .           !
 2007.1!                                   *+ !!           .  0  .           !
 2007.2!                                   +* !!           .  .0 .           !
 2007.3!                                   *+ !!           . 0.  .           !
 2007.4!                                   +  !!           . 0.  .           !
 2008.1!                                   +  !!           . 0.  .           !
 2008.2!                                   +  !!           . 0.  .           !
 2008.3!                                 * +  !!           0  .  .           !
 2008.4!                                 + *  !!           .  . 0.           !
 2009.1!                                  *+  !!           . 0.  .           !
 2009.2!                                  +*  !!           .  . 0.           !
 2009.3!                                  *+  !!           0  .  .           !
 2009.4!                                  +   !!           .  .0 .           !
 2010.1!                                  *+  !!           .  0  .           !
 2010.2!                                   +  !!           .  . 0.           !
 2010.3!                                  *+  !!           .0 .  .           !
 2010.4!                                * +   !!          0.  .  .           !
 2011.1!                                *+    !!           .  0  .           !
 2011.2!                                *+    !!           .0 .  .           !
 2011.3!                                +     !!           .  0  .           !
 2011.4!                               *+     !!           0  .  .           !
 2012.1!                               +*     !!           .  .0 .           !
 2012.2!                               *+     !!           .0 .  .           !
 2012.3!                              *+      !!           . 0.  .           !
 2012.4!                              +*      !!           .  0  .           !


     20.21 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSINE=SIPX$/NEPMM;                                                      
 GENR LAASINE=LOG(AASINE+.00001);                                             
 GENR LASINE=LOG(ASINE+.00001);                                               
 LHS AASINE=EXP(LAASINE)-.00001;                                              
  EQ  447 LAASINE C LASINE(-1) PSINE;                                         
EQUATION 558  LAASINE  
   RHS     C  LASINE(-1)  PSINE  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST  558 PLOT=0;END;                                                     

Equation number =  558
**********************

Dependent variable = LAASINE 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -5.328104860

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.223614620       0.081096184  -2.75740     1.000000
12083 LASINE  ( -1)       0.892196875       0.030577670  29.17805    -5.340433
12081 PSINE   (  0)      -0.201489456       0.061302483  -3.28681     1.686306

SE of equation            =     0.169304405
Sum of squared residuals  =  5.01619678      -0.367639252E-10
Average absolute error    =     0.133820900
Sum of ABS residuals      =  23.8201202    
R squared                 =   0.97368
Durbin-Watson statistic   =   2.22821
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3!      *+                              !!         . 0  .    .         !
 1968.4!     *+                               !!         .0   .    .         !
 1969.1!  *  +                                !!        0.    .    .         !
 1969.2! * +                                  !!         .0   .    .         !
 1969.3!*+                                    !!         .  0 .    .         !
 1969.4!*+                                    !!         .  0 .    .         !
 1970.1!+                                     !!         .    0    .         !
 1970.2!*+                                    !!         .  0 .    .         !
 1970.3!*+                                    !!         .  0 .    .         !
 1970.4!*+                                    !!         .  0 .    .         !
 1971.1!+                                     !!         .    0    .         !
 1971.2!*+                                    !!         .  0 .    .         !
 1971.3* +                                    !!         0    .    .         !
 1971.4* +                                    !!         .0   .    .         !
 1972.1!+     *                               !!         .    .    .         0
 1972.2!      *+                              !!         . 0  .    .         !
 1972.3!      *+                              !!         .  0 .    .         !
 1972.4!     *+                               !!         .  0 .    .         !
 1973.1!     *+                               !!         .  0 .    .         !
 1973.2!      + *                             !!         .    .   0.         !
 1973.3!        +*                            !!         .    .  0 .         !
 1973.4!        *+                            !!         .0   .    .         !
 1974.1!        +                             !!         .    . 0  .         !
 1974.2!         +*                           !!         .    0    .         !
 1974.3!      *   +                           !!    0    .    .    .         !
 1974.4!       +  *                           !!         .    .    .0        !
 1975.1!          + *                         !!         .    .  0 .         !
 1975.2!        *   +                         !!    0    .    .    .         !
 1975.3!     *  +                             !!       0 .    .    .         !
 1975.4!      +*                              !!         .    .  0 .         !
 1976.1!      * +                             !!         .0   .    .         !
 1976.2!       +                              !!         .    . 0  .         !
 1976.3!      * +                             !!         0    .    .         !
 1976.4!      + *                             !!         .    .    0         !
 1977.1!        +   *                         !!         .    .    .   0     !
 1977.2!         *  +                         !!       0 .    .    .         !
 1977.3!        * +                           !!         .0   .    .         !
 1977.4!         +  *                         !!         .    .    .   0     !
 1978.1!           * +                        !!         0    .    .         !
 1978.2!         * +                          !!         0    .    .         !
 1978.3!          +*                          !!         .    .0   .         !
 1978.4!           +*                         !!         .    . 0  .         !
 1979.1!             +*                       !!         .    .  0 .         !
 1979.2!              +                       !!         .    .0   .         !
 1979.3!              + *                     !!         .    .  0 .         !
 1979.4!               *+                     !!         .  0 .    .         !
 1980.1!             * +                      !!         .0   .    .         !
 1980.2!             +                        !!         .  0 .    .         !
 1980.3!             +                        !!         .    .0   .         !
 1980.4!             +  *                     !!         .    .    .   0     !
 1981.1!               *+                     !!         .  0 .    .         !
 1981.2!          *   +                       !!    0    .    .    .         !
 1981.3!        +  *                          !!         .    .    .0        !
 1981.4!          +   *                       !!         .    .    .  0      !
 1982.1!             +   *                    !!         .    .    .    0    !
 1982.2!               *+                     !!         .   0.    .         !
 1982.3!            * +                       !!        0.    .    .         !
 1982.4!        *  +                          !!      0  .    .    .         !
 1983.1!      * +                             !!         .0   .    .         !
 1983.2!      +   *                           !!         .    .    .   0     !
 1983.3!          +*                          !!         .    .  0 .         !
 1983.4!           +*                         !!         .    .   0.         !
 1984.1!            +*                        !!         .    . 0  .         !
 1984.2!            +*                        !!         .    .0   .         !
 1984.3!         *  +                         !!      0  .    .    .         !
 1984.4!         + *                          !!         .    .    . 0       !
 1985.1!           +                          !!         .    .0   .         !
 1985.2!          *+                          !!         .  0 .    .         !
 1985.3!          + *                         !!         .    .   0.         !
 1985.4!           *+                         !!         . 0  .    .         !
 1986.1!            + *                       !!         .    .    . 0       !
 1986.2!              *+                      !!         .0   .    .         !
 1986.3!             * +                      !!         0    .    .         !
 1986.4!              + *                     !!         .    .    0         !
 1987.1!                *+                    !!         . 0  .    .         !
 1987.2!                 +*                   !!         .    .0   .         !
 1987.3!                 *+                   !!         .  0 .    .         !
 1987.4!                  +  *                !!         .    .    .0        !
 1988.1!                     +                !!         .    .0   .         !
 1988.2!                     *+               !!         .  0 .    .         !
 1988.3!                  *  +                !!     0   .    .    .         !
 1988.4!                   +                  !!         .    . 0  .         !
 1989.1!                   *+                 !!         . 0  .    .         !
 1989.2!                   +                  !!         .   0.    .         !
 1989.3!                   +*                 !!         .    .0   .         !
 1989.4!                     +*               !!         .    . 0  .         !
 1990.1!                      +               !!         .   0.    .         !
 1990.2!                       +              !!         .    0    .         !
 1990.3!                      *+              !!         . 0  .    .         !
 1990.4!                      +   *           !!         .    .    .    0    !
 1991.1!                          + *         !!         .    .   0.         !
 1991.2!                          * +         !!         . 0  .    .         !
 1991.3!                          +           !!         .    0    .         !
 1991.4!                          +*          !!         .    .  0 .         !
 1992.1!                           *+         !!         .  0 .    .         !
 1992.2!                           +*         !!         .    .   0.         !
 1992.3!                            +   *     !!         .    .    .    0    !
 1992.4!                              * +     !!        0.    .    .         !
 1993.1!                             + *      !!         .    .  0 .         !
 1993.2!                              +       !!         .   0.    .         !
 1993.3!                             *+       !!         .   0.    .         !
 1993.4!                             +  *     !!         .    .    . 0       !
 1994.1!                             * +      !!         .0   .    .         !
 1994.2!                             +*       !!         .    . 0  .         !
 1994.3!                              +*      !!         .    .   0.         !
 1994.4!                               +    * !!         .    .    .       0 !
 1995.1!                               *   +  !!    0    .    .    .         !
 1995.2!                               +  *   !!         .    .    .0        !
 1995.3!                               * +    !!        0.    .    .         !
 1995.4!                               +   *  !!         .    .    .     0   !
 1996.1!                                 *+   !!         . 0  .    .         !
 1996.2!                              *  +    !!        0.    .    .         !
 1996.3!                              +       !!         .   0.    .         !
 1996.4!                              +*      !!         .    .    0         !
 1997.1!                              *+      !!         . 0  .    .         !
 1997.2!                             +*       !!         .    .0   .         !
 1997.3!                             + *      !!         .    .    0         !
 1997.4!                               +   *  !!         .    .    .  0      !
 1998.1!                                  +   !!         .    .0   .         !
 1998.2!                                  +   !!         .    0    .         !
 1998.3!                                  +*  !!         .    .   0.         !
 1998.4!                                   +* !!         .    .  0 .         !
 1999.1!                                   *+ !!         . 0  .    .         !
 1999.2!                                  +   !!         .   0.    .         !
 1999.3!                                  +   !!         .    . 0  .         !
 1999.4!                                  + * !!         .    .    .0        !
 2000.1!                                  * + !!         0    .    .         !
 2000.2!                               * +    !!         .0   .    .         !
 2000.3!                               +  *   !!         .    .    . 0       !
 2000.4!                                 +   *!!         .    .    .  0      !
 2001.1!                                  * + !!         .0   .    .         !
 2001.2!                                  +   !!         .   0.    .         !
 2001.3!                                 + *  !!         .    .   0.         !
 2001.4!                                  +   *!         .    .    .   0     !
 2002.1!                                    *+!!         . 0  .    .         !
 2002.2!                                   +  !!         .  0 .    .         !
 2002.3!                                  + * !!         .    .    0         !
 2002.4!                                    + !!         .    .0   .         !
 2003.1!                                    + !!         .    .0   .         !
 2003.2!                                  * + !!         0    .    .         !
 2003.3!                                  +  *!!         .    .    . 0       !
 2003.4!                                    *+!!         .  0 .    .         !
 2004.1!                                    +*!!         .    .0   .         !
 2004.2!                                     +!!         .    . 0  .         !
 2004.3!                                     +!!         .  0 .    .         !
 2004.4!                                    *+!!         . 0  .    .         !
 2005.1!                                    + !!         .    . 0  .         !
 2005.2!                                  *  +!!       0 .    .    .         !
 2005.3!                                  +   !!         .   0.    .         !
 2005.4!                                  +  *!!         .    .    . 0       !
 2006.1!                                  *  +!!         0    .    .         !
 2006.2!                               *   +  !!      0  .    .    .         !
 2006.3!                                +     !!         .    .0   .         !
 2006.4!                                 +    !!         .    . 0  .         !
 2007.1!                                  +   !!         .    0    .         !
 2007.2!                               *  +   !!       0 .    .    .         !
 2007.3!                                +     !!         .   0.    .         !
 2007.4!                                +     !!         .    0    .         !
 2008.1!                                *+    !!         . 0  .    .         !
 2008.2!                               *+     !!         . 0  .    .         !
 2008.3!                                +  *  !!         .    .    .  0      !
 2008.4!                                   *+ !!         .  0 .    .         !
 2009.1!                                   +  !!         .   0.    .         !
 2009.2!                               *   +  !!     0   .    .    .         !
 2009.3!                                +     !!         .   0.    .         !
 2009.4!                                 +    !!         .    .0   .         !
 2010.1!                                 +    !!         .  0 .    .         !
 2010.2!                               * +    !!         .0   .    .         !
 2010.3!                                +*    !!         .    .  0 .         !
 2010.4!                                  +   !!         .    0    .         !
 2011.1!                                  +   !!         .    0    .         !
 2011.2!                                 *+   !!         .0   .    .         !
 2011.3!                                  +   !!         .    .0   .         !
 2011.4!                                * +   !!        0.    .    .         !
 2012.1!                                +*    !!         .    .0   .         !
 2012.2!                                *+    !!         .0   .    .         !
 2012.3!                                +     !!         .  0 .    .         !
 2012.4!                                +*    !!         .    . 0  .         !


     28.65 percent of the residuals exceed 1 SE
      3.93 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PVINE=VIPX$/NEPMM;                                                      
 GENR LAAVINE=LOG(AAVINE+.00001);                                             
 GENR LAVINE=LOG(AVINE+.00001);                                               
 LHS AAVINE=EXP(LAAVINE)-.00001;                                              
  EQ  448 LAAVINE C LAVINE(-1) PVINE;                                         
EQUATION 559  LAAVINE  
   RHS     C  LAVINE(-1)  PVINE  
 SMPL 1989.3 2012.4;                                                          
Sample period is now  1989.3 to  2012.4 Internally:   151 to   244
 OLS;EST  559 PLOT=0;END;                                                     

Equation number =  559
**********************

Dependent variable = LAAVINE 

 1989.3 -   2012.4,    0 missing obs.,   94 obs. used.

Mean of dependent variable       -6.985635419

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.107634906       0.407693985  -0.26401     1.000000
12086 LAVINE  ( -1)       0.924220195       0.024403861  37.87188    -7.049108
12084 PVINE   (  0)      -0.322920813       0.389015285  -0.83010     1.124340

SE of equation            =     0.315480718
Sum of squared residuals  =  9.05705562       0.261568545E-10
Average absolute error    =     0.245371793
Sum of ABS residuals      =  23.0649486    
R squared                 =   0.94891
Durbin-Watson statistic   =   3.50527
SMPL and No. Obs.         = 1989.3   2012.4     94

Plot of actual(*) and fitted(+) values and residuals(0)


 1989.3*  +                                   !!     0  .     .     .        !
 1989.4! +                                    !!        .   0 .     .        !
 1990.1!   + *                                !!        .     .     .0       !
 1990.2!       +*                             !!        .     . 0   .        !
 1990.3!         *+                           !!        .   0 .     .        !
 1990.4!           + *                        !!        .     .     0        !
 1991.1!           *  +                       !!    0   .     .     .        !
 1991.2!             + *                      !!        .     .     . 0      !
 1991.3!              *  +                    !!     0  .     .     .        !
 1991.4!               +*                     !!        .     .  0  .        !
 1992.1!              *  +                    !!  0     .     .     .        !
 1992.2!               + *                    !!        .     .     .0       !
 1992.3!              *    +                  !0        .     .     .        !
 1992.4!               + *                    !!        .     .   0 .        !
 1993.1!               *  +                   !!       0.     .     .        !
 1993.2!                 +                    !!        .     .0    .        !
 1993.3!                  + *                 !!        .     .     .0       !
 1993.4!                  *  +                !!      0 .     .     .        !
 1994.1!                   +   *              !!        .     .     .     0  !
 1994.2!                    *  +              !!     0  .     .     .        !
 1994.3!                     +  *             !!        .     .     .0       !
 1994.4!                    *   +             !! 0      .     .     .        !
 1995.1!                     + *              !!        .     .     .0       !
 1995.2!                      * +             !!       0.     .     .        !
 1995.3!                       + *            !!        .     .     0        !
 1995.4!                     *   +            !!0       .     .     .        !
 1996.1!                      +    *          !!        .     .     .        0
 1996.2!                        *  +          !!     0  .     .     .        !
 1996.3!                         +   *        !!        .     .     .      0 !
 1996.4!                        *    +        !0        .     .     .        !
 1997.1!                         +   *        !!        .     .     .     0  !
 1997.2!                             +        !!        .     .0    .        !
 1997.3!                             +        !!        .     0     .        !
 1997.4!                              +       !!        .     .0    .        !
 1998.1!                              +       !!        .     .0    .        !
 1998.2!                              +       !!        .    0.     .        !
 1998.3!                              +       !!        .     0     .        !
 1998.4!                              +*      !!        .     . 0   .        !
 1999.1!                               +*     !!        .     .  0  .        !
 1999.2!                             *  +     !!      0 .     .     .        !
 1999.3!                             +  *     !!        .     .     .0       !
 1999.4!                              * +     !!        .0    .     .        !
 2000.1!                              + *     !!        .     .    0.        !
 2000.2!                               *+     !!        .    0.     .        !
 2000.3!                               +*     !!        .     . 0   .        !
 2000.4!                             * +      !!       0.     .     .        !
 2001.1!                             + *      !!        .     .     . 0      !
 2001.2!                              *+      !!        .  0  .     .        !
 2001.3!                              +*      !!        .     .   0 .        !
 2001.4!                              *+      !!        .0    .     .        !
 2002.1!                             +  *     !!        .     .     .  0     !
 2002.2!                               *+     !!        . 0   .     .        !
 2002.3!                               +      !!        .     . 0   .        !
 2002.4!                              *+      !!        .  0  .     .        !
 2003.1!                               + *    !!        .     .     . 0      !
 2003.2!                                *+    !!        .  0  .     .        !
 2003.3!                                +     !!        .    0.     .        !
 2003.4!                               *+     !!        .   0 .     .        !
 2004.1!                               +  *   !!        .     .     .0       !
 2004.2!                                * +   !!        .0    .     .        !
 2004.3!                                +*    !!        .     . 0   .        !
 2004.4!                              *  +    !!      0 .     .     .        !
 2005.1!                               +  *   !!        .     .     .  0     !
 2005.2!                                * +   !!        . 0   .     .        !
 2005.3!                                *+    !!        .    0.     .        !
 2005.4!                               *+     !!        . 0   .     .        !
 2006.1!                               + *    !!        .     .     .0       !
 2006.2!                                 +    !!        .  0  .     .        !
 2006.3!                                 +    !!        .     .0    .        !
 2006.4!                                 +    !!        .    0.     .        !
 2007.1!                                 +*   !!        .     .   0 .        !
 2007.2!                                   +  !!        .     0     .        !
 2007.3!                                   +  !!        .    0.     .        !
 2007.4!                                  *+  !!        . 0   .     .        !
 2008.1!                                  +*  !!        .     .    0.        !
 2008.2!                                   *+ !!        .   0 .     .        !
 2008.3!                                   +  !!        .     .0    .        !
 2008.4!                                   +* !!        .     0     .        !
 2009.1!                                   +* !!        .     . 0   .        !
 2009.2!                                    + !!        .     0     .        !
 2009.3!                                    + !!        .     .0    .        !
 2009.4!                                   *+ !!        .  0  .     .        !
 2010.1!                                   +* !!        .     .  0  .        !
 2010.2!                                    + !!        .   0 .     .        !
 2010.3!                                    +*!!        .     .   0 .        !
 2010.4!                                    *+!!        .  0  .     .        !
 2011.1!                                    +*!!        .     .   0 .        !
 2011.2!                                    *+!!        .   0 .     .        !
 2011.3!                                    +*!!        .     .  0  .        !
 2011.4!                                    *+!!        .   0 .     .        !
 2012.1!                                    + *!        .     .  0  .        !
 2012.2!                                     +!!        .   0 .     .        !
 2012.3!                                     +*!        .     .   0 .        !
 2012.4!                                      +!        .     .0    .        !


     35.11 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@@EQ  449 LAANINE C LANINE(-1) PNINE;SMPL 1981.3 2012.4;OLS;EST  449 PLOT=0;EN
@@EQ  450 LAAALNE C LAALNE(-1) PALNE;SMPL 1981.3 2012.4;OLS;EST  450 PLOT=0;EN
@@EQ  451 LAAIANE C LAIANE(-1) PIANE;SMPL 1966.1 2012.4;OLS;EST  451 PLOT=0;EN
@@EQ  452 LAAINNE C LAINNE(-1) PINNE;SMPL 1981.3 2012.4;OLS;EST  452 PLOT=0;EN
@@EQ  453 LAAIQNE C LAIQNE(-1) PIQNE;SMPL 1996.4 2012.4;OLS;EST  453 PLOT=0;EN
@@EQ  454 LAAKUNE C LAKUNE(-1) PKUNE;SMPL 1973.3 2012.4;OLS;EST  454 PLOT=0;EN
@@EQ  455 LAALINE C LALINE(-1) PLINE;SMPL 1981.3 2012.4;OLS;EST  455 PLOT=0;EN
@@EQ  456 LAAUANE C LAUANE(-1) PUANE;SMPL 1981.3 2012.4;OLS;EST  456 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSST=USPX$/STPMM;                                                      
 GENR LAAUSST=LOG(AAUSST+.00001);                                             
 GENR LAUSST=LOG(AUSST+.00001);                                               
 LHS AAUSST=EXP(LAAUSST)-.00001;                                              
  EQ  457 LAAUSST C LAUSST(-1) PUSST;                                         
EQUATION 560  LAAUSST  
   RHS     C  LAUSST(-1)  PUSST  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  560 PLOT=0;END;                                                     

Equation number =  560
**********************

Dependent variable = LAAUSST 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.576303505

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.647257330       0.150763366  -4.29320     1.000000
12089 LAUSST  ( -1)       0.633497579       0.055769342  11.35924    -2.577624
12087 PUSST   (  0)      -0.256300219       0.089808037  -2.85387     1.155395

SE of equation            =     0.157374138
Sum of squared residuals  =  4.58182456       0.192525995E-10
Average absolute error    =     0.122112866
Sum of ABS residuals      =  22.9572188    
R squared                 =   0.48093
Durbin-Watson statistic   =   2.12907
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                   +    *             !!        .     .   0 .        !
 1966.2!                     +   *            !!        .     .   0 .        !
 1966.3!                     +    *           !!        .     .    0.        !
 1966.4!                  *   +               !!        .  0  .     .        !
 1967.1!                 +   *                !!        .     .   0 .        !
 1967.2!                  +*                  !!        .     .0    .        !
 1967.3!                 +  *                 !!        .     .  0  .        !
 1967.4!                 +   *                !!        .     .   0 .        !
 1968.1!                  +       *           !!        .     .     . 0      !
 1968.2!                     +    *           !!        .     .    0.        !
 1968.3!                     +           *    !!        .     .     .    0   !
 1968.4!                     *    +           !!        . 0   .     .        !
 1969.1!                  +                   !!        .     0     .        !
 1969.2!                +    *                !!        .     .   0 .        !
 1969.3!                  +     *             !!        .     .     0        !
 1969.4!                    +   *             !!        .     .   0 .        !
 1970.1!                    +  *              !!        .     .  0  .        !
 1970.2!                    +  *              !!        .     .  0  .        !
 1970.3!               *    +                 !!        . 0   .     .        !
 1970.4!               +     *                !!        .     .     0        !
 1971.1!                  +  *                !!        .     . 0   .        !
 1971.2!                  *+                  !!        .     0     .        !
 1971.3!               *  +                   !!        .  0  .     .        !
 1971.4! *             +                      !! 0      .     .     .        !
 1972.1!       +     *                        !!        .     .    0.        !
 1972.2!         *     +                      !!        .0    .     .        !
 1972.3!         *  +                         !!        .  0  .     .        !
 1972.4!            + *                       !!        .     . 0   .        !
 1973.1!               *+                     !!        .     0     .        !
 1973.2!             *   +                    !!        . 0   .     .        !
 1973.3!               +                      !!        .    0.     .        !
 1973.4!            *   +                     !!        . 0   .     .        !
 1974.1!            * +                       !!        .    0.     .        !
 1974.2!               +  *                   !!        .     .  0  .        !
 1974.3!           *      +                   !!       0.     .     .        !
 1974.4!         *   +                        !!        . 0   .     .        !
 1975.1!             +*                       !!        .     .0    .        !
 1975.2!                +                     !!        .     0     .        !
 1975.3!                + *                   !!        .     . 0   .        !
 1975.4!         *        +                   !!      0 .     .     .        !
 1976.1!       *    +                         !!        .0    .     .        !
 1976.2!        * +                           !!        .   0 .     .        !
 1976.3!           +                          !!        .     0     .        !
 1976.4!             +                        !!        .     0     .        !
 1977.1!               +    *                 !!        .     .    0.        !
 1977.2!               *   +                  !!        . 0   .     .        !
 1977.3!                +         *           !!        .     .     .   0    !
 1977.4!                 *      +             !!        0     .     .        !
 1978.1!        *         +                   !!    0   .     .     .        !
 1978.2!           *+                         !!        .    0.     .        !
 1978.3!           *  +                       !!        .  0  .     .        !
 1978.4!               +  *                   !!        .     .  0  .        !
 1979.1!                   +*                 !!        .     .0    .        !
 1979.2!                    +             *   !!        .     .     .      0 !
 1979.3!                       *     +        !!        0     .     .        !
 1979.4!                      +           *   !!        .     .     .    0   !
 1980.1!                              + *     !!        .     . 0   .        !
 1980.2!                             +        !!        .     0     .        !
 1980.3!                *          +          !!    0   .     .     .        !
 1980.4!                  +*                  !!        .     .0    .        !
 1981.1!                *  +                  !!        .  0  .     .        !
 1981.2!                +*                    !!        .     .0    .        !
 1981.3!                +    *                !!        .     .    0.        !
 1981.4!                *   +                 !!        . 0   .     .        !
 1982.1!               + *                    !!        .     .0    .        !
 1982.2!             *  +                     !!        .  0  .     .        !
 1982.3!             + *                      !!        .     .0    .        !
 1982.4!             *+                       !!        .    0.     .        !
 1983.1!              +      *                !!        .     .     .0       !
 1983.2!          *       +                   !!       0.     .     .        !
 1983.3!           +   *                      !!        .     .   0 .        !
 1983.4!              +  *                    !!        .     .  0  .        !
 1984.1!       *       +                      !!      0 .     .     .        !
 1984.2*         +                            !!     0  .     .     .        !
 1984.3!   +               *                  !!        .     .     .        0
 1984.4!     *         +                      !!    0   .     .     .        !
 1985.1!     +*                               !!        .     .0    .        !
 1985.2!      *+                              !!        .    0.     .        !
 1985.3*        +                             !!      0 .     .     .        !
 1985.4*     +                                !!        .0    .     .        !
 1986.1!*    +                                !!        .0    .     .        !
 1986.2!     + *                              !!        .     .0    .        !
 1986.3!           +     *                    !!        .     .     0        !
 1986.4!     *           +                    !!  0     .     .     .        !
 1987.1!     *    +                           !!        .0    .     .        !
 1987.2!          *+                          !!        .     0     .        !
 1987.3! *            +                       !!  0     .     .     .        !
 1987.4!        +  *                          !!        .     . 0   .        !
 1988.1!            *  +                      !!        .   0 .     .        !
 1988.2!               +                      !!        .     0     .        !
 1988.3!    *           +                     !!   0    .     .     .        !
 1988.4!         +*                           !!        .     .0    .        !
 1989.1!          * +                         !!        .   0 .     .        !
 1989.2!            +*                        !!        .     .0    .        !
 1989.3!             * +                      !!        .    0.     .        !
 1989.4!               +                      !!        .     0     .        !
 1990.1!          *     +                     !!        0     .     .        !
 1990.2!            *+                        !!        .    0.     .        !
 1990.3!           *    +                     !!        . 0   .     .        !
 1990.4!               +  *                   !!        .     . 0   .        !
 1991.1!                   +                  !!        .    0.     .        !
 1991.2!                   +                  !!        .     0     .        !
 1991.3!                   *+                 !!        .    0.     .        !
 1991.4!                  *+                  !!        .   0 .     .        !
 1992.1!           *       +                  !!      0 .     .     .        !
 1992.2!         *    +                       !!        .0    .     .        !
 1992.3!           *  +                       !!        .  0  .     .        !
 1992.4!              +                       !!        .    0.     .        !
 1993.1!           *    +                     !!        .0    .     .        !
 1993.2!              +             *         !!        .     .     .      0 !
 1993.3!                         +      *     !!        .     .     0        !
 1993.4!                        *  +          !!        .   0 .     .        !
 1994.1!                      +               !!        .     0     .        !
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 1998.1!  *              +                    !!0       .     .     .        !
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 2001.2!                           +   *      !!        .     .   0 .        !
 2001.3!           *             +            !!0       .     .     .        !
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 2002.1!              * +                     !!        .   0 .     .        !
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 2002.3!                  +                   !!        .     0     .        !
 2002.4!             *    +                   !!        .0    .     .        !
 2003.1!              * +                     !!        .   0 .     .        !
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 2003.4!                *      +              !!       0.     .     .        !
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 2007.3!                               +      !!        .     0     .        !
 2007.4!                        *   +         !!        . 0   .     .        !
 2008.1!                        +             *!        .     .     .      0 !
 2008.2!                                *+    !!        .    0.     .        !
 2008.3!                             +      * !!        .     .     0        !
 2008.4!                          *    +      !!        .0    .     .        !
 2009.1!                         +            !!        .     .0    .        !
 2009.2!                        +    *        !!        .     .   0 .        !
 2009.3!                           +  *       !!        .     . 0   .        !
 2009.4!                            + *       !!        .     . 0   .        !
 2010.1!                           +  *       !!        .     . 0   .        !
 2010.2!                         * +          !!        .   0 .     .        !
 2010.3!                        +    *        !!        .     .    0.        !
 2010.4!                           +      *   !!        .     .     0        !
 2011.1!                       *      +       !!        0     .     .        !
 2011.2!                       +              !!        .     0     .        !
 2011.3!                       +    *         !!        .     .    0.        !
 2011.4!                          +  *        !!        .     .  0  .        !
 2012.1!                          +      *    !!        .     .     0        !
 2012.2!                             +    *   !!        .     .    0.        !
 2012.3!                             + *      !!        .     . 0   .        !
 2012.4!                            +  *      !!        .     .  0  .        !


     27.66 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCAST=CAPX$/STPMM;                                                      
 GENR LAACAST=LOG(AACAST+.00001);                                             
 GENR LACAST=LOG(ACAST+.00001);                                               
 LHS AACAST=EXP(LAACAST)-.00001;                                              
  EQ  458 LAACAST C LACAST(-1) PCAST;                                         
EQUATION 561  LAACAST  
   RHS     C  LACAST(-1)  PCAST  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  561 PLOT=0;END;                                                     

Equation number =  561
**********************

Dependent variable = LAACAST 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.160980625

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.296045871       0.277040751  -4.67818     1.000000
12092 LACAST  ( -1)       0.667223961       0.053993435  12.35750    -5.158487
12090 PCAST   (  0)      -0.408199476       0.171671628  -2.37779     1.036426

SE of equation            =     0.307298976
Sum of squared residuals  =  17.4700422       0.977706804E-11
Average absolute error    =     0.235399243
Sum of ABS residuals      =  44.2550578    
R squared                 =   0.51958
Durbin-Watson statistic   =   2.19021
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                 +  *                 !!        .     .  0  .        !
 1966.2!               * +                    !!        .   0 .     .        !
 1966.3!              +   *                   !!        .     .   0 .        !
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 1969.2!              +*                      !!        .     .0    .        !
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 1969.4!          *  +                        !!        .  0  .     .        !
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 1989.4!                  +           *       !!        .     .     .       0!
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 1990.4!                            +*        !!        .     . 0   .        !
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 1996.1!                      + *             !!        .     . 0   .        !
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 1998.3!                *    +                !!        0     .     .        !
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 2004.2!          +    *                      !!        .     .     0        !
 2004.3!           *   +                      !!        .0    .     .        !
 2004.4!          *  +                        !!        . 0   .     .        !
 2005.1!            +     *                   !!        .     .     .0       !
 2005.2!                  + *                 !!        .     . 0   .        !
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 2005.4!           *  +                       !!        .  0  .     .        !
 2006.1!            +                         !!        .    0.     .        !
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 2006.4!                 + *                  !!        .     . 0   .        !
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 2007.3!                    + *               !!        .     . 0   .        !
 2007.4!                *   +                 !!        . 0   .     .        !
 2008.1!                +                     !!        .     0     .        !
 2008.2!            *  +                      !!        . 0   .     .        !
 2008.3!       *    +                         !!        0     .     .        !
 2008.4!          +          *                !!        .     .     .      0 !
 2009.1!                 *  +                 !!        .  0  .     .        !
 2009.2!         *       +                    !!    0   .     .     .        !
 2009.3!            +     *                   !!        .     .     .0       !
 2009.4!                 +*                   !!        .     .0    .        !
 2010.1!                 +         *          !!        .     .     .    0   !
 2010.2!             *        +               !!   0    .     .     .        !
 2010.3!              +                       !!        .     0     .        !
 2010.4!              +  *                    !!        .     .  0  .        !
 2011.1!              * +                     !!        .  0  .     .        !
 2011.2!    *         +                       !!   0    .     .     .        !
 2011.3!        +  *                          !!        .     .  0  .        !
 2011.4!          * +                         !!        .   0 .     .        !
 2012.1!     *     +                          !!       0.     .     .        !
 2012.2!        +*                            !!        .     .0    .        !
 2012.3! *         +                          !!  0     .     .     .        !
 2012.4!     +       *                        !!        .     .     .  0     !


     29.79 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJAST=JAPX$/STPMM;                                                      
 GENR LAAJAST=LOG(AAJAST+.00001);                                             
 GENR LAJAST=LOG(AJAST+.00001);                                               
 LHS AAJAST=EXP(LAAJAST)-.00001;                                              
  EQ  459 LAAJAST C LAJAST(-1) PJAST;                                         
EQUATION 562  LAAJAST  
   RHS     C  LAJAST(-1)  PJAST  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  562 PLOT=0;END;                                                     

Equation number =  562
**********************

Dependent variable = LAAJAST 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.870220377

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.280574728       0.093868932  -2.98901     1.000000
12095 LAJAST  ( -1)       0.904553182       0.027121983  33.35129    -3.875018
12093 PJAST   (  0)      -0.062906765       0.035495212  -1.77226     1.343025

SE of equation            =     0.115879415
Sum of squared residuals  =  2.48418717       0.921085430E-11
Average absolute error    =     0.088695145
Sum of ABS residuals      =  16.6746872    
R squared                 =   0.88875
Durbin-Watson statistic   =   1.99037
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1+    *                                 !!          .   .   . 0        !
 1966.2!    *+                                !!          .  0.   .          !
 1966.3!  *  +                                !!          .0  .   .          !
 1966.4! * +                                  !!          .0  .   .          !
 1967.1!  +*                                  !!          .   .0  .          !
 1967.2!    +*                                !!          .   . 0 .          !
 1967.3!    * +                               !!          . 0 .   .          !
 1967.4!  *  +                                !!          0   .   .          !
 1968.1!   + *                                !!          .   . 0 .          !
 1968.2!     +                                !!          .  0.   .          !
 1968.3!   *  +                               !!          0   .   .          !
 1968.4!  *+                                  !!          . 0 .   .          !
 1969.1!   +*                                 !!          .   .0  .          !
 1969.2!   * +                                !!          . 0 .   .          !
 1969.3!    +  *                              !!          .   .  0.          !
 1969.4!       +                              !!          .  0.   .          !
 1970.1!       +                              !!          .   0   .          !
 1970.2!        +                             !!          .   0   .          !
 1970.3!        +  *                          !!          .   .  0.          !
 1970.4!           +*                         !!          .   . 0 .          !
 1971.1!            *+                        !!          .  0.   .          !
 1971.2!            +*                        !!          .   .0  .          !
 1971.3!             +   *                    !!          .   .   .0         !
 1971.4!                 +                    !!          .   .0  .          !
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 1972.4!                + *                   !!          .   .  0.          !
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 1973.3!         *   +                        !!         0.   .   .          !
 1973.4!        * +                           !!          .0  .   .          !
 1974.1!     *  +                             !!         0.   .   .          !
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 1975.3!           *      +                   !!    0     .   .   .          !
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 1976.4!                 *   +                !!         0.   .   .          !
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 1977.2!                  * +                 !!          .0  .   .          !
 1977.3!                  +                   !!          .   .0  .          !
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 1978.4!             *   +                    !!        0 .   .   .          !
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 1980.2!                +    *                !!          .   .   .  0       !
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 1982.3!                       +              !!          .   0   .          !
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 1983.4!                         +            !!          .   0   .          !
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 1984.2!                        +             !!          .   0   .          !
 1984.3!                     *  +             !!          0   .   .          !
 1984.4!                     +   *            !!          .   .   .0         !
 1985.1!                        +*            !!          .   .0  .          !
 1985.2!                        +             !!          .  0.   .          !
 1985.3!                       +  *           !!          .   .   0          !
 1985.4!                          +           !!          .   0   .          !
 1986.1!                         +   *        !!          .   .   .0         !
 1986.2!                            +         !!          .   0   .          !
 1986.3!                           + *        !!          .   . 0 .          !
 1986.4!                            + *       !!          .   . 0 .          !
 1987.1!                             +*       !!          .   . 0 .          !
 1987.2!                             +        !!          .   0   .          !
 1987.3!                            + *       !!          .   . 0 .          !
 1987.4!                             +*       !!          .   . 0 .          !
 1988.1!                             +  *     !!          .   .  0.          !
 1988.2!                              +*      !!          .   .0  .          !
 1988.3!                             *+       !!          .  0.   .          !
 1988.4!                           *+         !!          .  0.   .          !
 1989.1!                          +  *        !!          .   .   0          !
 1989.2!                           +*         !!          .   .0  .          !
 1989.3!                          *+          !!          .  0.   .          !
 1989.4!                         *+           !!          .  0.   .          !
 1990.1!                        +  *          !!          .   .  0.          !
 1990.2!                          +    *      !!          .   .   . 0        !
 1990.3!                              +*      !!          .   .0  .          !
 1990.4!                              + *     !!          .   . 0 .          !
 1991.1!                               + *    !!          .   .  0.          !
 1991.2!                               *+     !!          .  0.   .          !
 1991.3!                             *+       !!          .  0.   .          !
 1991.4!                            +   *     !!          .   .   0          !
 1992.1!                              *+      !!          .  0.   .          !
 1992.2!                             + *      !!          .   . 0 .          !
 1992.3!                              +       !!          .   0   .          !
 1992.4!                         *   +        !!         0.   .   .          !
 1993.1!                         +            !!          .   .0  .          !
 1993.2!                     *   +            !!         0.   .   .          !
 1993.3!                   *+                 !!          . 0 .   .          !
 1993.4!                 * +                  !!          .0  .   .          !
 1994.1!                 +    *               !!          .   .   . 0        !
 1994.2!                     +                !!          .   0   .          !
 1994.3!                 *   +                !!         0.   .   .          !
 1994.4!                 +                    !!          .   0   .          !
 1995.1!                 +  *                 !!          .   .   0          !
 1995.2!                 *  +                 !!          0   .   .          !
 1995.3!                 + *                  !!          .   . 0 .          !
 1995.4!                 * +                  !!          .0  .   .          !
 1996.1!                 +*                   !!          .   .0  .          !
 1996.2!               *  +                   !!          0   .   .          !
 1996.3!               *+                     !!          .  0.   .          !
 1996.4!               +*                     !!          .   .0  .          !
 1997.1!                *+                    !!          .  0.   .          !
 1997.2!                +  *                  !!          .   .  0.          !
 1997.3!                   +  *               !!          .   .   0          !
 1997.4!                 *    +               !!        0 .   .   .          !
 1998.1!                * +                   !!          .0  .   .          !
 1998.2!                +  *                  !!          .   .  0.          !
 1998.3!                   +*                 !!          .   .0  .          !
 1998.4!                  * +                 !!          . 0 .   .          !
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 1999.2!                  +                   !!          .   0   .          !
 1999.3!               *  +                   !!          0   .   .          !
 1999.4!               +*                     !!          .   .0  .          !
 2000.1!               * +                    !!          . 0 .   .          !
 2000.2!               + *                    !!          .   . 0 .          !
 2000.3!            *    +                    !!        0 .   .   .          !
 2000.4!           * +                        !!          .0  .   .          !
 2001.1!            + *                       !!          .   .   0          !
 2001.2!              *+                      !!          .  0.   .          !
 2001.3!              *+                      !!          .  0.   .          !
 2001.4!              *+                      !!          . 0 .   .          !
 2002.1!          *   +                       !!        0 .   .   .          !
 2002.2!          *+                          !!          .  0.   .          !
 2002.3!           +*                         !!          .   .0  .          !
 2002.4!           * +                        !!          .0  .   .          !
 2003.1!            + *                       !!          .   .  0.          !
 2003.2!              *+                      !!          . 0 .   .          !
 2003.3!              *+                      !!          .   0   .          !
 2003.4!              *+                      !!          . 0 .   .          !
 2004.1!               +   *                  !!          .   .   .0         !
 2004.2!              *    +                  !!       0  .   .   .          !
 2004.3!          *    +                      !!        0 .   .   .          !
 2004.4!            +*                        !!          .   .0  .          !
 2005.1!            * +                       !!          . 0 .   .          !
 2005.2!           *  +                       !!          .0  .   .          !
 2005.3!        *    +                        !!        0 .   .   .          !
 2005.4!          +                           !!          .   0   .          !
 2006.1!           *+                         !!          .  0.   .          !
 2006.2!            + *                       !!          .   .  0.          !
 2006.3!            *   +                     !!         0.   .   .          !
 2006.4!             +                        !!          .   0   .          !
 2007.1!            * +                       !!          . 0 .   .          !
 2007.2!              +  *                    !!          .   .   0          !
 2007.3!              *   +                   !!         0.   .   .          !
 2007.4!               +     *                !!          .   .   .  0       !
 2008.1!                      + *             !!          .   .  0.          !
 2008.2!                        +             !!          .   0   .          !
 2008.3!                      * +             !!          .0  .   .          !
 2008.4!                  *   +               !!         0.   .   .          !
 2009.1!                   +        *         !!          .   .   .       0  !
 2009.2!                            +    *    !!          .   .   .  0       !
 2009.3!                                + *   !!          .   . 0 .          !
 2009.4!                                 +  * !!          .   .  0.          !
 2010.1!                                  *+  !!          .  0.   .          !
 2010.2!                                 +    !!          .   0   .          !
 2010.3!                                +   * !!          .   .   0          !
 2010.4!                                   +* !!          .   . 0 .          !
 2011.1!                               *   +  !!         0.   .   .          !
 2011.2!                               +   *  !!          .   .   . 0        !
 2011.3!                                  +   *!          .   .   .0         !
 2011.4!                         *           +!0          .   .   .          !
 2012.1!                   *     +            !!      0   .   .   .          !
 2012.2!              *     +                 !!       0  .   .   .          !
 2012.3!               +*                     !!          .   .0  .          !
 2012.4!                 +  *                 !!          .   .  0.          !


     28.72 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUST=AUPX$/STPMM;                                                      
 GENR LAAAUST=LOG(AAAUST+.00001);                                             
 GENR LAAUST=LOG(AAUST+.00001);                                               
 LHS AAAUST=EXP(LAAAUST)-.00001;                                              
  EQ  460 LAAAUST C LAAUST(-1) PAUST;                                         
EQUATION 563  LAAAUST  
   RHS     C  LAAUST(-1)  PAUST  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  563 PLOT=0;END;                                                     

Equation number =  563
**********************

Dependent variable = LAAAUST 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.222544693

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.348715273       0.142846653  -2.44119     1.000000
12098 LAAUST  ( -1)       0.840853931       0.039087352  21.51217    -3.222233
12096 PAUST   (  0)      -0.165243687       0.096768268  -1.70762     0.994907

SE of equation            =     0.071939708
Sum of squared residuals  = 0.957434504       0.116977095E-09
Average absolute error    =     0.051732775
Sum of ABS residuals      =  9.72576162    
R squared                 =   0.72964
Durbin-Watson statistic   =   2.50429
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!           +                          !!          .   0   .          !
 1966.2!            +*                        !!          .   0   .          !
 1966.3!            *+                        !!          . 0 .   .          !
 1966.4!            *+                        !!          .  0.   .          !
 1967.1!         *   +                        !!          0   .   .          !
 1967.2!          +   *                       !!          .   .   0          !
 1967.3!             *+                       !!          .  0.   .          !
 1967.4!             +   *                    !!          .   .   0          !
 1968.1!          *     +                     !!       0  .   .   .          !
 1968.2!           +     *                    !!          .   .   . 0        !
 1968.3!             *  +                     !!          0   .   .          !
 1968.4!             +   *                    !!          .   .   0          !
 1969.1!                +                     !!          .   0   .          !
 1969.2!                + *                   !!          .   . 0 .          !
 1969.3!                  +  *                !!          .   .   0          !
 1969.4!                    +                 !!          .   0   .          !
 1970.1!                    +    *            !!          .   .   . 0        !
 1970.2!                      * +             !!          . 0 .   .          !
 1970.3!                     +  *             !!          .   .   0          !
 1970.4!                      *+              !!          .  0.   .          !
 1971.1!                     +    *           !!          .   .   .0         !
 1971.2!                        + *           !!          .   . 0 .          !
 1971.3!                         +  *         !!          .   .   0          !
 1971.4!                           +*         !!          .   .0  .          !
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 1972.2!                         *  +         !!          .0  .   .          !
 1972.3!                        +  *          !!          .   .   0          !
 1972.4!                          + *         !!          .   .  0.          !
 1973.1!                       *  +           !!          0   .   .          !
 1973.2!                     + *              !!          .   . 0 .          !
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 1973.4!                    +                 !!          .   .0  .          !
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 1974.2!                           +          !!          .   0   .          !
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 1974.4!                       +              !!          .   0   .          !
 1975.1!                      +               !!          .   0   .          !
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 1975.3!               *    +                 !!        0 .   .   .          !
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 1976.1!               + *                    !!          .   . 0 .          !
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 1976.3!                 +*                   !!          .   . 0 .          !
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 1977.1!            *  +                      !!          0   .   .          !
 1977.2!          *  +                        !!          .0  .   .          !
 1977.3!           +                          !!          .   0   .          !
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 1978.1!             +*                       !!          .   .0  .          !
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 1979.1!        *    +                        !!        0 .   .   .          !
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 1979.3!         * +                          !!          . 0 .   .          !
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 1980.1!      +*                              !!          .   .0  .          !
 1980.2!         +                            !!          .   0   .          !
 1980.3!         * +                          !!          . 0 .   .          !
 1980.4!         * +                          !!          . 0 .   .          !
 1981.1!            +   *                     !!          .   .   0          !
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 1981.3!                 * +                  !!          . 0 .   .          !
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 1983.2!               *+                     !!          . 0 .   .          !
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 1984.3!                 *   +                !!         0.   .   .          !
 1984.4!                  +  *                !!          .   .   0          !
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 1985.3!                    *+                !!          . 0 .   .          !
 1985.4!                    +                 !!          .   .0  .          !
 1986.1!                  * +                 !!          . 0 .   .          !
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 1986.3!                   *      +           !!      0   .   .   .          !
 1986.4!                  +                   !!          .   0   .          !
 1987.1!                  +                   !!          .   .0  .          !
 1987.2!               *  +                   !!          .0  .   .          !
 1987.3!               +                      !!          .   0   .          !
 1987.4!                +                     !!          .   .0  .          !
 1988.1!              * +                     !!          . 0 .   .          !
 1988.2!            * +                       !!          . 0 .   .          !
 1988.3!             +  *                     !!          .   .  0.          !
 1988.4!             *  +                     !!          0   .   .          !
 1989.1!             +*                       !!          .   .0  .          !
 1989.2!              +                       !!          .   0   .          !
 1989.3!              + *                     !!          .   . 0 .          !
 1989.4!             *  +                     !!          .0  .   .          !
 1990.1!             +      *                 !!          .   .   .   0      !
 1990.2!                  *+                  !!          .  0.   .          !
 1990.3!                 *+                   !!          .  0.   .          !
 1990.4!               *+                     !!          . 0 .   .          !
 1991.1!             * +                      !!          . 0 .   .          !
 1991.2!             +  *                     !!          .   .  0.          !
 1991.3!             *  +                     !!          .0  .   .          !
 1991.4!             + *                      !!          .   . 0 .          !
 1992.1!             * +                      !!          .0  .   .          !
 1992.2!             +                        !!          .   .0  .          !
 1992.3!           * +                        !!          .0  .   .          !
 1992.4!           +                          !!          .  0.   .          !
 1993.1!           +*                         !!          .   .0  .          !
 1993.2!          * +                         !!          .0  .   .          !
 1993.3!         *+                           !!          . 0 .   .          !
 1993.4!         +    *                       !!          .   .   .0         !
 1994.1!              +                       !!          .   .0  .          !
 1994.2!           *  +                       !!          .0  .   .          !
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 1995.3!           + *                        !!          .   . 0 .          !
 1995.4!            *+                        !!          .  0.   .          !
 1996.1!          * +                         !!          . 0 .   .          !
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 1996.3!        *  +                          !!          .0  .   .          !
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 1997.1!          +*                          !!          .   . 0 .          !
 1997.2!            +  *                      !!          .   .  0.          !
 1997.3!              *+                      !!          .  0.   .          !
 1997.4!               +                      !!          .   .0  .          !
 1998.1!          *     +                     !!        0 .   .   .          !
 1998.2!           +   *                      !!          .   .   .0         !
 1998.3!              *+                      !!          .  0.   .          !
 1998.4!              +                       !!          .   0   .          !
 1999.1!              +       *               !!          .   .   .    0     !
 1999.2!                   * +                !!          . 0 .   .          !
 1999.3!                   +      *           !!          .   .   .    0     !
 1999.4!                         +  *         !!          .   .  0.          !
 2000.1!                          +   *       !!          .   .   0          !
 2000.2!                            +         *!          .   .   .      0   !
 2000.3!                             *     +  !!       0  .   .   .          !
 2000.4!                          * +         !!          . 0 .   .          !
 2001.1!                       * +            !!          . 0 .   .          !
 2001.2!                     * +              !!          . 0 .   .          !
 2001.3!                     +   *            !!          .   .   .0         !
 2001.4!                        +             !!          .   0   .          !
 2002.1!                       +   *          !!          .   .   0          !
 2002.2!                         +*           !!          .   .0  .          !
 2002.3!                      *  +            !!          .0  .   .          !
 2002.4!                     +      *         !!          .   .   .   0      !
 2003.1!                          +         * !!          .   .   .       0  !
 2003.2!                     *           +    !! 0        .   .   .          !
 2003.3!                    +*                !!          .   0   .          !
 2003.4!                    +                 !!          .   0   .          !
 2004.1!                  *+                  !!          .  0.   .          !
 2004.2!                  +   *               !!          .   .   .0         !
 2004.3!                     + *              !!          .   . 0 .          !
 2004.4!                      +  *            !!          .   .   0          !
 2005.1!                   *    +             !!        0 .   .   .          !
 2005.2!                  +     *             !!          .   .   . 0        !
 2005.3!                    * +               !!          .0  .   .          !
 2005.4!                   +    *             !!          .   .   .0         !
 2006.1!                 *    +               !!        0 .   .   .          !
 2006.2!                +    *                !!          .   .   . 0        !
 2006.3!                 *  +                 !!          .0  .   .          !
 2006.4!              *  +                    !!          .0  .   .          !
 2007.1!              +*                      !!          .   .0  .          !
 2007.2!               + *                    !!          .   . 0 .          !
 2007.3!            *    +                    !!         0.   .   .          !
 2007.4!             +                        !!          .   .0  .          !
 2008.1!          *  +                        !!          0   .   .          !
 2008.2!          +*                          !!          .   .0  .          !
 2008.3!          * +                         !!          . 0 .   .          !
 2008.4!         * +                          !!          . 0 .   .          !
 2009.1!      *   +                           !!          0   .   .          !
 2009.2!       +     *                        !!          .   .   .  0       !
 2009.3!             +*                       !!          .   .0  .          !
 2009.4!              +                       !!          .   0   .          !
 2010.1!             *+                       !!          .  0.   .          !
 2010.2!         *    +                       !!         0.   .   .          !
 2010.3!           +    *                     !!          .   .   . 0        !
 2010.4!   *            +                     !0          .   .   .          !
 2011.1!  *  +                                !!          .0  .   .          !
 2011.2!     +                                !!          .   0   .          !
 2011.3!*     +                               !!       0  .   .   .          !
 2011.4*   +                                  !!          0   .   .          !
 2012.1!  +  *                                !!          .   .   0          !
 2012.2!      *+                              !!          .  0.   .          !
 2012.3!        +                             !!          .   0   .          !
 2012.4!        *+                            !!          . 0 .   .          !


     26.06 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRST=FRPX$/STPMM;                                                      
 GENR LAAFRST=LOG(AAFRST+.00001);                                             
 GENR LAFRST=LOG(AFRST+.00001);                                               
 LHS AAFRST=EXP(LAAFRST)-.00001;                                              
  EQ  461 LAAFRST C LAFRST(-1) PFRST;                                         
EQUATION 564  LAAFRST  
   RHS     C  LAFRST(-1)  PFRST  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  564 PLOT=0;END;                                                     

Equation number =  564
**********************

Dependent variable = LAAFRST 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.284891801

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.143855989       0.073303169  -1.96248     1.000000
12101 LAFRST  ( -1)       0.936146686       0.027339271  34.24183    -2.282885
12099 PFRST   (  0)      -0.003329087       0.031099115  -0.10705     1.177611

SE of equation            =     0.064561726
Sum of squared residuals  = 0.771120053      -0.858868532E-11
Average absolute error    =     0.049988492
Sum of ABS residuals      =  9.39783653    
R squared                 =   0.86378
Durbin-Watson statistic   =   2.21836
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                    * +               !!          .0  .   .          !
 1966.2!                    +                 !!          .   0   .          !
 1966.3!                   *+                 !!          .   0   .          !
 1966.4!                *  +                  !!         0.   .   .          !
 1967.1!              * +                     !!          .0  .   .          !
 1967.2!              + *                     !!          .   .  0.          !
 1967.3!               *+                     !!          . 0 .   .          !
 1967.4!              *+                      !!          .  0.   .          !
 1968.1!              +*                      !!          .   . 0 .          !
 1968.2!        *      +                      !!    0     .   .   .          !
 1968.3!         +*                           !!          .   . 0 .          !
 1968.4!         * +                          !!          .0  .   .          !
 1969.1!          + *                         !!          .   .   0          !
 1969.2!           *+                         !!          . 0 .   .          !
 1969.3!            +                         !!          .   0   .          !
 1969.4!            + *                       !!          .   .   0          !
 1970.1!               +   *                  !!          .   .   .  0       !
 1970.2!                *  +                  !!          0   .   .          !
 1970.3!                +*                    !!          .   .0  .          !
 1970.4!                 +                    !!          .   0   .          !
 1971.1!                 + *                  !!          .   .  0.          !
 1971.2!                 * +                  !!          . 0 .   .          !
 1971.3!                 +  *                 !!          .   .   0          !
 1971.4!                    + *               !!          .   .   0          !
 1972.1!                      +*              !!          .   . 0 .          !
 1972.2!                       +*             !!          .   .0  .          !
 1972.3!                     * +              !!          .0  .   .          !
 1972.4!                     +   *            !!          .   .   . 0        !
 1973.1!                         +            !!          .   0   .          !
 1973.2!                       *+             !!          .  0.   .          !
 1973.3!                       + *            !!          .   .   0          !
 1973.4!                     *   +            !!        0 .   .   .          !
 1974.1!                    +       *         !!          .   .   .       0  !
 1974.2!                            +   *     !!          .   .   . 0        !
 1974.3!                               +    * !!          .   .   .  0       !
 1974.4!                                  +   *!          .   .   .0         !
 1975.1!                                     +*!          .   . 0 .          !
 1975.2!                              *      +!!     0    .   .   .          !
 1975.3!                            * +       !!          .0  .   .          !
 1975.4!                      *    +          !!       0  .   .   .          !
 1976.1!                     *+               !!          .  0.   .          !
 1976.2!                     +    *           !!          .   .   .   0      !
 1976.3!                          +*          !!          .   . 0 .          !
 1976.4!                         *+           !!          .0  .   .          !
 1977.1!                     *  +             !!         0.   .   .          !
 1977.2!                    *+                !!          .  0.   .          !
 1977.3!                  *+                  !!          . 0 .   .          !
 1977.4!                  +                   !!          .   .0  .          !
 1978.1!                  +*                  !!          .   .0  .          !
 1978.2!                 * +                  !!          . 0 .   .          !
 1978.3!                 +                    !!          .  0.   .          !
 1978.4!               * +                    !!          .0  .   .          !
 1979.1!            *  +                      !!          0   .   .          !
 1979.2!             +                        !!          .   0   .          !
 1979.3!             +   *                    !!          .   .   . 0        !
 1979.4!            *    +                    !!       0  .   .   .          !
 1980.1!             +*                       !!          .   . 0 .          !
 1980.2!               +  *                   !!          .   .   .0         !
 1980.3!                  +*                  !!          .   .0  .          !
 1980.4!                   + *                !!          .   .  0.          !
 1981.1!                     +                !!          .   0   .          !
 1981.2!                     + *              !!          .   .  0.          !
 1981.3!                      *+              !!          .  0.   .          !
 1981.4!                      +               !!          .   0   .          !
 1982.1!                      +               !!          .   0   .          !
 1982.2!                     +                !!          .   0   .          !
 1982.3!                 *   +                !!        0 .   .   .          !
 1982.4!                 +  *                 !!          .   .   0          !
 1983.1!                    +                 !!          .   .0  .          !
 1983.2!                    +   *             !!          .   .   . 0        !
 1983.3!                    *   +             !!         0.   .   .          !
 1983.4!                    +*                !!          .   . 0 .          !
 1984.1!                     +*               !!          .   .0  .          !
 1984.2!                  *  +                !!         0.   .   .          !
 1984.3!                  +*                  !!          .   .0  .          !
 1984.4!                   +  *               !!          .   .  0.          !
 1985.1!                     +*               !!          .   0   .          !
 1985.2!                     +*               !!          .   0   .          !
 1985.3!                     +    *           !!          .   .   . 0        !
 1985.4!                         +            !!          .   0   .          !
 1986.1!                         +            !!          .   .0  .          !
 1986.2!                   *     +            !!      0   .   .   .          !
 1986.3!                   + *                !!          .   .  0.          !
 1986.4!                    *+                !!          . 0 .   .          !
 1987.1!                  * +                 !!          . 0 .   .          !
 1987.2!                  +*                  !!          .   .0  .          !
 1987.3!                   +                  !!          .   .0  .          !
 1987.4!                  *+                  !!          . 0 .   .          !
 1988.1!                * +                   !!          .0  .   .          !
 1988.2!               *+                     !!          . 0 .   .          !
 1988.3!               +  *                   !!          .   .   .0         !
 1988.4!             *    +                   !!       0  .   .   .          !
 1989.1!              + *                     !!          .   .  0.          !
 1989.2!                + *                   !!          .   .  0.          !
 1989.3!                 *+                   !!          .  0.   .          !
 1989.4!               * +                    !!          .0  .   .          !
 1990.1!               +*                     !!          .   .0  .          !
 1990.2!                +   *                 !!          .   .   .0         !
 1990.3!                    +*                !!          .   .0  .          !
 1990.4!                   *+                 !!          . 0 .   .          !
 1991.1!                 * +                  !!          .0  .   .          !
 1991.2!                 + *                  !!          .   .  0.          !
 1991.3!                 * +                  !!          .0  .   .          !
 1991.4!                 + *                  !!          .   .   0          !
 1992.1!                 * +                  !!          .0  .   .          !
 1992.2!                 +  *                 !!          .   .   .0         !
 1992.3!                *   +                 !!        0 .   .   .          !
 1992.4!                +                     !!          .   0   .          !
 1993.1!                +   *                 !!          .   .   .0         !
 1993.2!                   *+                 !!          .  0.   .          !
 1993.3!                 *+                   !!          . 0 .   .          !
 1993.4!                *+                    !!          .  0.   .          !
 1994.1!                +    *                !!          .   .   .  0       !
 1994.2!                   * +                !!          .0  .   .          !
 1994.3!                  *+                  !!          .   0   .          !
 1994.4!                  + *                 !!          .   . 0 .          !
 1995.1!                    +*                !!          .   . 0 .          !
 1995.2!                     +                !!          .   0   .          !
 1995.3!                    +    *            !!          .   .   .  0       !
 1995.4!                         + *          !!          .   .  0.          !
 1996.1!                         *+           !!          .  0.   .          !
 1996.2!                      *  +            !!          0   .   .          !
 1996.3!                      +*              !!          .   . 0 .          !
 1996.4!                       + *            !!          .   .  0.          !
 1997.1!                     *  +             !!         0.   .   .          !
 1997.2!                     +*               !!          .   . 0 .          !
 1997.3!                      +    *          !!          .   .   .  0       !
 1997.4!                       *  +           !!         0.   .   .          !
 1998.1!                  *   +               !!        0 .   .   .          !
 1998.2!                  +  *                !!          .   .   0          !
 1998.3!                     +*               !!          .   .  0.          !
 1998.4!                      +*              !!          .   .0  .          !
 1999.1!                      +          *    !!          .   .   .          0
 1999.2!                                +*    !!          .   . 0 .          !
 1999.3!                                + *   !!          .   . 0 .          !
 1999.4!                                 +    !!          .   .0  .          !
 2000.1!                              * +     !!          0   .   .          !
 2000.2!                             +  *     !!          .   .   0          !
 2000.3!                             * +      !!          .0  .   .          !
 2000.4!                             +  *     !!          .   .   .0         !
 2001.1!                              *+      !!          . 0 .   .          !
 2001.2!                             +        !!          .   .0  .          !
 2001.3!                             +        !!          .   .0  .          !
 2001.4!                             +*       !!          .   . 0 .          !
 2002.1!                           * +        !!          0   .   .          !
 2002.2!                         *+           !!          . 0 .   .          !
 2002.3!                         +            !!          .   .0  .          !
 2002.4!                       * +            !!          . 0 .   .          !
 2003.1!                       +              !!          .   0   .          !
 2003.2!                       +*             !!          .   . 0 .          !
 2003.3!                        + *           !!          .   .   0          !
 2003.4!                          +*          !!          .   . 0 .          !
 2004.1!                      *   +           !!        0 .   .   .          !
 2004.2!                      +*              !!          .   .0  .          !
 2004.3!                    * +               !!          0   .   .          !
 2004.4!                  * +                 !!          .0  .   .          !
 2005.1!                * +                   !!          . 0 .   .          !
 2005.2!               *+                     !!          . 0 .   .          !
 2005.3!               +*                     !!          .   .0  .          !
 2005.4!               *+                     !!          . 0 .   .          !
 2006.1!           *   +                      !!         0.   .   .          !
 2006.2!            +                         !!          .   .0  .          !
 2006.3!         *   +                        !!         0.   .   .          !
 2006.4!         *+                           !!          . 0 .   .          !
 2007.1!        *+                            !!          .  0.   .          !
 2007.2!       * +                            !!          . 0 .   .          !
 2007.3!      * +                             !!          .0  .   .          !
 2007.4!       +                              !!          .   .0  .          !
 2008.1!       *+                             !!          .  0.   .          !
 2008.2!        + *                           !!          .   .  0.          !
 2008.3!         *+                           !!          . 0 .   .          !
 2008.4!         + *                          !!          .   . 0 .          !
 2009.1!     *     +                          !!      0   .   .   .          !
 2009.2!      + *                             !!          .   .  0.          !
 2009.3!        *+                            !!          . 0 .   .          !
 2009.4!   *    +                             !!      0   .   .   .          !
 2010.1!    + *                               !!          .   .  0.          !
 2010.2!     * +                              !!          . 0 .   .          !
 2010.3!      +                               !!          .   0   .          !
 2010.4!   *   +                              !!         0.   .   .          !
 2011.1!    + *                               !!          .   . 0 .          !
 2011.2!     *+                               !!          . 0 .   .          !
 2011.3!  *   +                               !!        0 .   .   .          !
 2011.4*   +                                  !!         0.   .   .          !
 2012.1!+      *                              !!          .   .   .     0    !
 2012.2!        +                             !!          .   0   .          !
 2012.3!        *+                            !!          .   0   .          !
 2012.4!       * +                            !!          0   .   .          !


     27.13 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEST=GEPX$/STPMM;                                                      
 GENR LAAGEST=LOG(AAGEST+.00001);                                             
 GENR LAGEST=LOG(AGEST+.00001);                                               
 LHS AAGEST=EXP(LAAGEST)-.00001;                                              
  EQ  462 LAAGEST C LAGEST(-1) PGEST;                                         
EQUATION 565  LAAGEST  
   RHS     C  LAGEST(-1)  PGEST  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  565 PLOT=0;END;                                                     

Equation number =  565
**********************

Dependent variable = LAAGEST 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -1.209525377

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.000739434       0.051449371  -0.01437     1.000000
12104 LAGEST  ( -1)       0.870717362       0.031424153  27.70854    -1.208215
12102 PGEST   (  0)      -0.157960334       0.053737572  -2.93948     0.992479

SE of equation            =     0.039451559
Sum of squared residuals  = 0.287938713      -0.771971376E-11
Average absolute error    =     0.030305190
Sum of ABS residuals      =  5.69737576    
R squared                 =   0.84515
Durbin-Watson statistic   =   2.39851
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                 *+   !!         .  0 .    .         !
 1966.2!                                +     !!         .   0.    .         !
 1966.3!                               + *    !!         .    . 0  .         !
 1966.4!                               *+     !!         .  0 .    .         !
 1967.1!                            * +       !!         .  0 .    .         !
 1967.2!                          * +         !!         .  0 .    .         !
 1967.3!                         +*           !!         .    .0   .         !
 1967.4!                         *+           !!         .   0.    .         !
 1968.1!                         +   *        !!         .    .    0         !
 1968.2!                          * +         !!         . 0  .    .         !
 1968.3!                          +           !!         .    0    .         !
 1968.4!                          +       *   !!         .    .    .    0    !
 1969.1!                               *+     !!         .  0 .    .         !
 1969.2!                            * +       !!         . 0  .    .         !
 1969.3!                           +*         !!         .    .0   .         !
 1969.4!                           +  *       !!         .    .   0.         !
 1970.1!                            *+        !!         .   0.    .         !
 1970.2!                           +  *       !!         .    .  0 .         !
 1970.3!                             +        !!         .    0    .         !
 1970.4!                         *  +         !!         . 0  .    .         !
 1971.1!                         +    *       !!         .    .    . 0       !
 1971.2!                            *+        !!         .   0.    .         !
 1971.3!                           +*         !!         .    .0   .         !
 1971.4!                          *+          !!         .  0 .    .         !
 1972.1!                         + *          !!         .    .  0 .         !
 1972.2!                       *  +           !!         0    .    .         !
 1972.3!                      +               !!         .    0    .         !
 1972.4!                   *  +               !!         .0   .    .         !
 1973.1!                   + *                !!         .    .  0 .         !
 1973.2!                   *+                 !!         .  0 .    .         !
 1973.3!                 +                    !!         .    0    .         !
 1973.4!                *+                    !!         .   0.    .         !
 1974.1!               +   *                  !!         .    .    0         !
 1974.2!                  *+                  !!         .   0.    .         !
 1974.3!                  + *                 !!         .    .  0 .         !
 1974.4!                *   +                 !!         0    .    .         !
 1975.1!            *   +                     !!        0.    .    .         !
 1975.2!             + *                      !!         .    .  0 .         !
 1975.3!           *    +                     !!        0.    .    .         !
 1975.4!            *+                        !!         .   0.    .         !
 1976.1!             +                        !!         .    .0   .         !
 1976.2!              +   *                   !!         .    .    .0        !
 1976.3!                  +                   !!         .    .0   .         !
 1976.4!                 *+                   !!         .   0.    .         !
 1977.1!              *  +                    !!         . 0  .    .         !
 1977.2!          *    +                      !!       0 .    .    .         !
 1977.3!          +    *                      !!         .    .    .0        !
 1977.4!               +*                     !!         .    . 0  .         !
 1978.1!               *+                     !!         .  0 .    .         !
 1978.2!              + *                     !!         .    . 0  .         !
 1978.3!                +                     !!         .    .0   .         !
 1978.4!          *     +                     !!      0  .    .    .         !
 1979.1!         * +                          !!         .  0 .    .         !
 1979.2!     *    +                           !!       0 .    .    .         !
 1979.3!       +*                             !!         .    . 0  .         !
 1979.4! *       +                            !!   0     .    .    .         !
 1980.1!    +    *                            !!         .    .    .0        !
 1980.2!           +   *                      !!         .    .    0         !
 1980.3!               *+                     !!         .  0 .    .         !
 1980.4!                 + *                  !!         .    .  0 .         !
 1981.1!                     +  *             !!         .    .   0.         !
 1981.2!                        *+            !!         .   0.    .         !
 1981.3!                         +            !!         .   0.    .         !
 1981.4!                        *+            !!         .   0.    .         !
 1982.1!                         +            !!         .    0    .         !
 1982.2!                          +   *       !!         .    .    .0        !
 1982.3!                              +       !!         .    0    .         !
 1982.4!                             *+       !!         .   0.    .         !
 1983.1!                         *   +        !!         0    .    .         !
 1983.2!                          +           !!         .    0    .         !
 1983.3!                           +*         !!         .    . 0  .         !
 1983.4!                           *+         !!         .  0 .    .         !
 1984.1!                           + *        !!         .    .  0 .         !
 1984.2!                             +    *   !!         .    .    .0        !
 1984.3!                                *+    !!         .  0 .    .         !
 1984.4!                                +    *!!         .    .    .0        !
 1985.1!                                    + *!         .    . 0  .         !
 1985.2!                                     +!!         .    .0   .         !
 1985.3!                                    + *!         .    . 0  .         !
 1985.4!                                    *+!!         .   0.    .         !
 1986.1!                                * +   !!         . 0  .    .         !
 1986.2!                              +  *    !!         .    .   0.         !
 1986.3!                               + *    !!         .    . 0  .         !
 1986.4!                               +   *  !!         .    .    .0        !
 1987.1!                                *+    !!         .   0.    .         !
 1987.2!                              + *     !!         .    . 0  .         !
 1987.3!                              +  *    !!         .    .  0 .         !
 1987.4!                              +*      !!         .    0    .         !
 1988.1!                          *  +        !!         . 0  .    .         !
 1988.2!                         + *          !!         .    .   0.         !
 1988.3!                          + *         !!         .    .  0 .         !
 1988.4!                        * +           !!         . 0  .    .         !
 1989.1!                      +    *          !!         .    .    . 0       !
 1989.2!                         +   *        !!         .    .    0         !
 1989.3!                           *+         !!         .   0.    .         !
 1989.4!                   *     +            !!     0   .    .    .         !
 1990.1!                 +          *         !!         .    .    .         0
 1990.2!                       *  +           !!         .0   .    .         !
 1990.3!                      +    *          !!         .    .    . 0       !
 1990.4!                         +            !!         .    0    .         !
 1991.1!                        +  *          !!         .    .    0         !
 1991.2!                          +           !!         .    .0   .         !
 1991.3!                         + *          !!         .    . 0  .         !
 1991.4!                         +*           !!         .    . 0  .         !
 1992.1!                      * +             !!         . 0  .    .         !
 1992.2!                     +                !!         .    .0   .         !
 1992.3!                    +   *             !!         .    .    .0        !
 1992.4!                     *+               !!         .  0 .    .         !
 1993.1!                   +*                 !!         .    .0   .         !
 1993.2!             *    +                   !!       0 .    .    .         !
 1993.3!         *   +                        !!         0    .    .         !
 1993.4!         +   *                        !!         .    .    .0        !
 1994.1!             +                        !!         .    .0   .         !
 1994.2!             +        *               !!         .    .    .      0  !
 1994.3!                *    +                !!        0.    .    .         !
 1994.4!              *+                      !!         .  0 .    .         !
 1995.1!             +     *                  !!         .    .    .  0      !
 1995.2!                 +                    !!         .    0    .         !
 1995.3!                +  *                  !!         .    .    0         !
 1995.4!                  + *                 !!         .    . 0  .         !
 1996.1!              *    +                  !!        0.    .    .         !
 1996.2!              +                       !!         .    0    .         !
 1996.3!           * +                        !!         . 0  .    .         !
 1996.4!           + *                        !!         .    . 0  .         !
 1997.1!            *+                        !!         .  0 .    .         !
 1997.2!             +                        !!         .    .0   .         !
 1997.3!              +*                      !!         .    . 0  .         !
 1997.4!                +                     !!         .    0    .         !
 1998.1!     *          +                     !0         .    .    .         !
 1998.2!      +    *                          !!         .    .    .0        !
 1998.3!           +  *                       !!         .    .   0.         !
 1998.4!              +                       !!         .    0    .         !
 1999.1!              + *                     !!         .    . 0  .         !
 1999.2!               *+                     !!         .   0.    .         !
 1999.3!            *   +                     !!         0    .    .         !
 1999.4!        *    +                        !!        0.    .    .         !
 2000.1!          + *                         !!         .    .  0 .         !
 2000.2!             +*                       !!         .    .0   .         !
 2000.3!               +*                     !!         .    .0   .         !
 2000.4!             *   +                    !!         0    .    .         !
 2001.1!              +*                      !!         .    .0   .         !
 2001.2!                + *                   !!         .    .  0 .         !
 2001.3!                  *+                  !!         .   0.    .         !
 2001.4!                  +  *                !!         .    .   0.         !
 2002.1!                   * +                !!         . 0  .    .         !
 2002.2!                *  +                  !!         0    .    .         !
 2002.3!              * +                     !!         . 0  .    .         !
 2002.4!              + *                     !!         .    . 0  .         !
 2003.1!          *     +                     !!      0  .    .    .         !
 2003.2!          +    *                      !!         .    .    .0        !
 2003.3!             * +                      !!         . 0  .    .         !
 2003.4!         *   +                        !!         0    .    .         !
 2004.1!         +       *                    !!         .    .    .    0    !
 2004.2!               * +                    !!         .   0.    .         !
 2004.3!          *    +                      !!       0 .    .    .         !
 2004.4!          + *                         !!         .    . 0  .         !
 2005.1!        *   +                         !!         0    .    .         !
 2005.2!     *   +                            !!        0.    .    .         !
 2005.3!      +*                              !!         .    .0   .         !
 2005.4!      * +                             !!         . 0  .    .         !
 2006.1!        +*                            !!         .    .0   .         !
 2006.2!         *+                           !!         .   0.    .         !
 2006.3!          +    *                      !!         .    .    . 0       !
 2006.4!               + *                    !!         .    .  0 .         !
 2007.1!               * +                    !!         . 0  .    .         !
 2007.2!          *    +                      !!       0 .    .    .         !
 2007.3!          +                           !!         .   0.    .         !
 2007.4!          + *                         !!         .    .  0 .         !
 2008.1!         *   +                        !!         0    .    .         !
 2008.2!          +  *                        !!         .    .    0         !
 2008.3!           * +                        !!         . 0  .    .         !
 2008.4!        *   +                         !!         0    .    .         !
 2009.1!   *     +                            !!      0  .    .    .         !
 2009.2!     +     *                          !!         .    .    .  0      !
 2009.3!           + *                        !!         .    . 0  .         !
 2009.4!            *+                        !!         .   0.    .         !
 2010.1!             +  *                     !!         .    .    0         !
 2010.2!            *    +                    !!       0 .    .    .         !
 2010.3!           * +                        !!         .  0 .    .         !
 2010.4!       *    +                         !!       0 .    .    .         !
 2011.1!    *    +                            !!        0.    .    .         !
 2011.2!     +   *                            !!         .    .    0         !
 2011.3!        * +                           !!         . 0  .    .         !
 2011.4*         +                            !!0        .    .    .         !
 2012.1!  +        *                          !!         .    .    .       0 !
 2012.2!            +*                        !!         .    0    .         !
 2012.3!              +*                      !!         .    . 0  .         !
 2012.4!              * +                     !!         . 0  .    .         !


     31.38 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITST=ITPX$/STPMM;                                                      
 GENR LAAITST=LOG(AAITST+.00001);                                             
 GENR LAITST=LOG(AITST+.00001);                                               
 LHS AAITST=EXP(LAAITST)-.00001;                                              
  EQ  463 LAAITST C LAITST(-1) PITST;                                         
EQUATION 566  LAAITST  
   RHS     C  LAITST(-1)  PITST  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  566 PLOT=0;END;                                                     

Equation number =  566
**********************

Dependent variable = LAAITST 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.165026946

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.599765457       0.097209504  -6.16982     1.000000
12107 LAITST  ( -1)       0.603278363       0.057843946  10.42941    -2.165553
12105 PITST   (  0)      -0.297758147       0.060248611  -4.94216     0.869262

SE of equation            =     0.066524349
Sum of squared residuals  = 0.818715456       0.667621514E-10
Average absolute error    =     0.052393460
Sum of ABS residuals      =  9.84997049    
R squared                 =   0.67590
Durbin-Watson statistic   =   2.15263
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                           *+         !!         .   0.    .         !
 1966.2!                           +       *  !!         .    .    . 0       !
 1966.3!                             *  +     !!         .  0 .    .         !
 1966.4!                             +       *!!         .    .    .  0      !
 1967.1!                      *         +     !!    0    .    .    .         !
 1967.2!                       +  *           !!         .    .  0 .         !
 1967.3!                          +*          !!         .    . 0  .         !
 1967.4!                          +    *      !!         .    .   0.         !
 1968.1!                     *      +         !!       0 .    .    .         !
 1968.2!                       +       *      !!         .    .    .  0      !
 1968.3!                         *   +        !!         .0   .    .         !
 1968.4!                         + *          !!         .    . 0  .         !
 1969.1!                           +   *      !!         .    .    0         !
 1969.2!                            *+        !!         .   0.    .         !
 1969.3!                           +          !!         .    0    .         !
 1969.4!                     *     +          !!        0.    .    .         !
 1970.1!                       +*             !!         .    .0   .         !
 1970.2!                       *  +           !!         . 0  .    .         !
 1970.3!                         +    *       !!         .    .    0         !
 1970.4!                            *+        !!         .   0.    .         !
 1971.1!                            +         !!         .    .0   .         !
 1971.2!                            *+        !!         .   0.    .         !
 1971.3!                            +*        !!         .    0    .         !
 1971.4!                             +    *   !!         .    .    0         !
 1972.1!                             *  +     !!         . 0  .    .         !
 1972.2!                        *    +        !!         0    .    .         !
 1972.3!                          +*          !!         .    .0   .         !
 1972.4!                        *  +          !!         . 0  .    .         !
 1973.1!             *            +           !! 0       .    .    .         !
 1973.2!                    +*                !!         .    .0   .         !
 1973.3!                         + *          !!         .    . 0  .         !
 1973.4!                    *        +        !!      0  .    .    .         !
 1974.1!                 *      +             !!        0.    .    .         !
 1974.2!                   *  +               !!         . 0  .    .         !
 1974.3!                      *+              !!         .   0.    .         !
 1974.4!                   *     +            !!         0    .    .         !
 1975.1!                      *+              !!         .   0.    .         !
 1975.2!                         +     *      !!         .    .    .0        !
 1975.3!                          *   +       !!         .0   .    .         !
 1975.4!                      *    +          !!         .0   .    .         !
 1976.1!                          + *         !!         .    .0   .         !
 1976.2!                           * +        !!         .  0 .    .         !
 1976.3!                        *   +         !!         . 0  .    .         !
 1976.4!                          *+          !!         .   0.    .         !
 1977.1!                          *+          !!         .   0.    .         !
 1977.2!                           +  *       !!         .    .  0 .         !
 1977.3!                            *+        !!         .   0.    .         !
 1977.4!                             +   *    !!         .    .   0.         !
 1978.1!                             *  +     !!         . 0  .    .         !
 1978.2!                             + *      !!         .    . 0  .         !
 1978.3!                        *      +      !!        0.    .    .         !
 1978.4!                           +        * !!         .    .    .  0      !
 1979.1!                               *  +   !!         .  0 .    .         !
 1979.2!                       *       +      !!       0 .    .    .         !
 1979.3!                          +           !!         .    0    .         !
 1979.4!                    *      +          !!       0 .    .    .         !
 1980.1!                  *     +             !!        0.    .    .         !
 1980.2!                    * +               !!         . 0  .    .         !
 1980.3!                *       +             !!       0 .    .    .         !
 1980.4!                  *   +               !!         .0   .    .         !
 1981.1!                      +*              !!         .    .0   .         !
 1981.2!                         +  *         !!         .    .  0 .         !
 1981.3!                     *      +         !!       0 .    .    .         !
 1981.4!                        + *           !!         .    . 0  .         !
 1982.1!                          +     *     !!         .    .    .0        !
 1982.2!                              *+      !!         .   0.    .         !
 1982.3!                           * +        !!         .   0.    .         !
 1982.4!                      *    +          !!         0    .    .         !
 1983.1!                        +    *        !!         .    .    0         !
 1983.2!                             + *      !!         .    .0   .         !
 1983.3!                              +*      !!         .    .0   .         !
 1983.4!                              +*      !!         .    .0   .         !
 1984.1!                             *+       !!         .   0.    .         !
 1984.2!                          *  +        !!         . 0  .    .         !
 1984.3!                           +      *   !!         .    .    . 0       !
 1984.4!                                +  *  !!         .    .  0 .         !
 1985.1!                                +     !!         .    0    .         !
 1985.2!                              *+      !!         .    0    .         !
 1985.3!                             +     *  !!         .    .    0         !
 1985.4!                                +     *!         .    .    0         !
 1986.1!                                  + * !!         .    . 0  .         !
 1986.2!                                 +    *!         .    .    0         !
 1986.3!                                 +*   !!         .    0    .         !
 1986.4!                           *   +      !!         . 0  .    .         !
 1987.1!                           +      *   !!         .    .    . 0       !
 1987.2!                               +    * !!         .    .   0.         !
 1987.3!                                +   * !!         .    .   0.         !
 1987.4!                            *   +     !!         .0   .    .         !
 1988.1!                          *+          !!         .   0.    .         !
 1988.2!                          +       *   !!         .    .    . 0       !
 1988.3!                           *  +       !!         . 0  .    .         !
 1988.4!                          +   *       !!         .    .   0.         !
 1989.1!                         * +          !!         .  0 .    .         !
 1989.2!                        +       *     !!         .    .    . 0       !
 1989.3!                          * +         !!         .  0 .    .         !
 1989.4!                  *      +            !!        0.    .    .         !
 1990.1!                   +       *          !!         .    .    .  0      !
 1990.2!                         +     *      !!         .    .    0         !
 1990.3!                           +*         !!         .    .0   .         !
 1990.4!                          +*          !!         .    .0   .         !
 1991.1!                         +   *        !!         .    .   0.         !
 1991.2!                           +          !!         .    0    .         !
 1991.3!                       *  +           !!         . 0  .    .         !
 1991.4!                      +*              !!         .    0    .         !
 1992.1!                       +  *           !!         .    .  0 .         !
 1992.2!                        + *           !!         .    . 0  .         !
 1992.3!                         + *          !!         .    . 0  .         !
 1992.4!                    *     +           !!        0.    .    .         !
 1993.1!                      +        *      !!         .    .    .  0      !
 1993.2!                         *   +        !!         .0   .    .         !
 1993.3!                        * +           !!         .  0 .    .         !
 1993.4!                         +  *         !!         .    .  0 .         !
 1994.1!                           +  *       !!         .    . 0  .         !
 1994.2!                           * +        !!         .   0.    .         !
 1994.3!                           *+         !!         .   0.    .         !
 1994.4!                            +         !!         .    0    .         !
 1995.1!                             +     *  !!         .    .    0         !
 1995.2!                                 + *  !!         .    . 0  .         !
 1995.3!                                +    *!!         .    .   0.         !
 1995.4!                                *+    !!         .   0.    .         !
 1996.1!                             +  *     !!         .    .  0 .         !
 1996.2!                             +        !!         .    0    .         !
 1996.3!                          *+          !!         .   0.    .         !
 1996.4!                         +       *    !!         .    .    . 0       !
 1997.1!                         *   +        !!         .0   .    .         !
 1997.2!                      *  +            !!         . 0  .    .         !
 1997.3!                       +  *           !!         .    .  0 .         !
 1997.4!                        * +           !!         .  0 .    .         !
 1998.1!             *         +              !!    0    .    .    .         !
 1998.2!                +   *                 !!         .    .   0.         !
 1998.3!                     +*               !!         .    .0   .         !
 1998.4!               *      +               !!        0.    .    .         !
 1999.1!               *  +                   !!         .  0 .    .         !
 1999.2!                * +                   !!         .   0.    .         !
 1999.3!              *   +                   !!         .0   .    .         !
 1999.4!            *    +                    !!         .0   .    .         !
 2000.1!               *+                     !!         .  0 .    .         !
 2000.2!               *  +                   !!         . 0  .    .         !
 2000.3!                * +                   !!         .  0 .    .         !
 2000.4!           *       +                  !!      0  .    .    .         !
 2001.1!               +   *                  !!         .    .  0 .         !
 2001.2!                   *+                 !!         .   0.    .         !
 2001.3!                    +  *              !!         .    . 0  .         !
 2001.4!                      +   *           !!         .    .   0.         !
 2002.1!                *       +             !!      0  .    .    .         !
 2002.2!                 + *                  !!         .    . 0  .         !
 2002.3!                 * +                  !!         .  0 .    .         !
 2002.4!                  +                   !!         .    0    .         !
 2003.1!                  +    *              !!         .    .    0         !
 2003.2!                  *  +                !!         .  0 .    .         !
 2003.3!               *  +                   !!         . 0  .    .         !
 2003.4!                +           *         !!         .    .    .      0  !
 2004.1!              *        +              !!     0   .    .    .         !
 2004.2!               +             *        !!         .    .    .       0 !
 2004.3!                        +          *  !!         .    .    .     0   !
 2004.4!                           +*         !!         .    .0   .         !
 2005.1!                 *     +              !!         0    .    .         !
 2005.2!               * +                    !!         .   0.    .         !
 2005.3!            *  +                      !!         . 0  .    .         !
 2005.4!         *   +                        !!         .0   .    .         !
 2006.1!           +    *                     !!         .    .   0.         !
 2006.2!               + *                    !!         .    . 0  .         !
 2006.3!           *    +                     !!         .0   .    .         !
 2006.4!    *       +                         !!      0  .    .    .         !
 2007.1!       +        *                     !!         .    .    .   0     !
 2007.2!          *   +                       !!         0    .    .         !
 2007.3!   *      +                           !!       0 .    .    .         !
 2007.4!   *  +                               !!         . 0  .    .         !
 2008.1!     + *                              !!         .    . 0  .         !
 2008.2!        +                             !!         .    .0   .         !
 2008.3!   *    +                             !!         0    .    .         !
 2008.4!  *   +                               !!         .0   .    .         !
 2009.1*    +                                 !!         0    .    .         !
 2009.2!   +      *                           !!         .    .    .0        !
 2009.3!        *+                            !!         .   0.    .         !
 2009.4!        +                             !!         .    0    .         !
 2010.1!  *     +                             !!        0.    .    .         !
 2010.2!  *  +                                !!         .  0 .    .         !
 2010.3!   * +                                !!         .  0 .    .         !
 2010.4!  *  +                                !!         . 0  .    .         !
 2011.1!  *   +                               !!         . 0  .    .         !
 2011.2!        +               *             !!         .    .    .         0
 2011.3!                     +*               !!         .    0    .         !
 2011.4!                    +*                !!         .    .0   .         !
 2012.1!                   +        *         !!         .    .    .  0      !
 2012.2!                        +    *        !!         .    .   0.         !
 2012.3!                        +         *   !!         .    .    .   0     !
 2012.4!                            +       * !!         .    .    .  0      !


     29.79 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEST=NEPX$/STPMM;                                                      
 GENR LAANEST=LOG(AANEST+.00001);                                             
 GENR LANEST=LOG(ANEST+.00001);                                               
 LHS AANEST=EXP(LAANEST)-.00001;                                              
  EQ  464 LAANEST C LANEST(-1) PNEST;                                         
EQUATION 567  LAANEST  
   RHS     C  LANEST(-1)  PNEST  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  567 PLOT=0;END;                                                     

Equation number =  567
**********************

Dependent variable = LAANEST 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.436868822

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.746045303       0.145747918  -5.11874     1.000000
12110 LANEST  ( -1)       0.665351642       0.055015546  12.09388    -3.437094
12108 PNEST   (  0)      -0.358243191       0.091217181  -3.92737     1.127578

SE of equation            =     0.092177321
Sum of squared residuals  =  1.57188181      -0.703384018E-10
Average absolute error    =     0.066294542
Sum of ABS residuals      =  12.4633739    
R squared                 =   0.67433
Durbin-Watson statistic   =   2.20157
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!               *   +                  !!          .0  .   .          !
 1966.2!               +                      !!          .   0   .          !
 1966.3!               +   *                  !!          .   .  0.          !
 1966.4!                  +  *                !!          .   . 0 .          !
 1967.1!                  +   *               !!          .   .  0.          !
 1967.2!               *   +                  !!          .0  .   .          !
 1967.3!              +                       !!          .   0   .          !
 1967.4!              +   *                   !!          .   .  0.          !
 1968.1!                +    *                !!          .   .   0          !
 1968.2!                 * +                  !!          . 0 .   .          !
 1968.3!               +                      !!          .  0.   .          !
 1968.4!             *+                       !!          .  0.   .          !
 1969.1!             +   *                    !!          .   .  0.          !
 1969.2!                + *                   !!          .   . 0 .          !
 1969.3!                 + *                  !!          .   .0  .          !
 1969.4!                 *+                   !!          .  0.   .          !
 1970.1!               * +                    !!          . 0 .   .          !
 1970.2!               *+                     !!          .  0.   .          !
 1970.3!                + *                   !!          .   .0  .          !
 1970.4!                  +                   !!          .   0   .          !
 1971.1!                  +                   !!          .   0   .          !
 1971.2!                   +     *            !!          .   .   .0         !
 1971.3!                  *    +              !!          0   .   .          !
 1971.4!                  *+                  !!          .   0   .          !
 1972.1!             *    +                   !!          0   .   .          !
 1972.2!              * +                     !!          .  0.   .          !
 1972.3!          *     +                     !!         0.   .   .          !
 1972.4!             +                        !!          .   0   .          !
 1973.1!               + *                    !!          .   .0  .          !
 1973.2!               *  +                   !!          . 0 .   .          !
 1973.3!                + *                   !!          .   .0  .          !
 1973.4!             *    +                   !!          .0  .   .          !
 1974.1!             +      *                 !!          .   .   . 0        !
 1974.2!             *    +                   !!          0   .   .          !
 1974.3!            *+                        !!          .  0.   .          !
 1974.4!             +*                       !!          .   .0  .          !
 1975.1!              +  *                    !!          .   . 0 .          !
 1975.2!      *         +                     !!      0   .   .   .          !
 1975.3!   *      +                           !!         0.   .   .          !
 1975.4!       +                              !!          .   0   .          !
 1976.1!  *      +                            !!        0 .   .   .          !
 1976.2!     +*                               !!          .   0   .          !
 1976.3!        +*                            !!          .   .0  .          !
 1976.4!         +   *                        !!          .   .  0.          !
 1977.1!    *        +                        !!       0  .   .   .          !
 1977.2!      +   *                           !!          .   .  0.          !
 1977.3!          + *                         !!          .   . 0 .          !
 1977.4!            +  *                      !!          .   .  0.          !
 1978.1!           *  +                       !!          . 0 .   .          !
 1978.2!            +                         !!          .   0   .          !
 1978.3!             +       *                !!          .   .   . 0        !
 1978.4!           *       +                  !!        0 .   .   .          !
 1979.1!            +                         !!          .   0   .          !
 1979.2!             +*                       !!          .   .0  .          !
 1979.3!              + *                     !!          .   . 0 .          !
 1979.4!               + *                    !!          .   . 0 .          !
 1980.1!                +      *              !!          .   .   .0         !
 1980.2!                    +  *              !!          .   .  0.          !
 1980.3!               *     +                !!         0.   .   .          !
 1980.4!               +                      !!          .   0   .          !
 1981.1!             *  +                     !!          . 0 .   .          !
 1981.2!              + *                     !!          .   .0  .          !
 1981.3!               +*                     !!          .   .0  .          !
 1981.4!              +                  *    !!          .   .   .          0
 1982.1!                         *+           !!          .  0.   .          !
 1982.2!                     +     *          !!          .   .   .0         !
 1982.3!                      +               !!          .   0   .          !
 1982.4!                   +         *        !!          .   .   .   0      !
 1983.1!                *       +             !!        0 .   .   .          !
 1983.2!                + *                   !!          .   .0  .          !
 1983.3!             *   +                    !!          .0  .   .          !
 1983.4!      *      +                        !!        0 .   .   .          !
 1984.1!        +  *                          !!          .   . 0 .          !
 1984.2!            + *                       !!          .   . 0 .          !
 1984.3!             *+                       !!          .  0.   .          !
 1984.4!            * +                       !!          .  0.   .          !
 1985.1!             +  *                     !!          .   . 0 .          !
 1985.2!               +  *                   !!          .   . 0 .          !
 1985.3!                +  *                  !!          .   . 0 .          !
 1985.4!           *     +                    !!          0   .   .          !
 1986.1!            + *                       !!          .   . 0 .          !
 1986.2!              *+                      !!          .   0   .          !
 1986.3!             * +                      !!          . 0 .   .          !
 1986.4!               *+                     !!          .   0   .          !
 1987.1!                *+                    !!          .  0.   .          !
 1987.2!             *   +                    !!          .0  .   .          !
 1987.3!           *   +                      !!          0   .   .          !
 1987.4!             +  *                     !!          .   . 0 .          !
 1988.1!               * +                    !!          . 0 .   .          !
 1988.2*                +                     !! 0        .   .   .          !
 1988.3!      +               *               !!          .   .   .        0 !
 1988.4!                  *  +                !!          . 0 .   .          !
 1989.1!          *      +                    !!        0 .   .   .          !
 1989.2!            +*                        !!          .   .0  .          !
 1989.3!       *       +                      !!        0 .   .   .          !
 1989.4!      *   +                           !!          .0  .   .          !
 1990.1!        +*                            !!          .   .0  .          !
 1990.2!            +  *                      !!          .   .  0.          !
 1990.3!             *  +                     !!          .0  .   .          !
 1990.4!              + *                     !!          .   . 0 .          !
 1991.1!               *+                     !!          .  0.   .          !
 1991.2!                 + *                  !!          .   . 0 .          !
 1991.3!                 * +                  !!          . 0 .   .          !
 1991.4!               * +                    !!          . 0 .   .          !
 1992.1!                +*                    !!          .   .0  .          !
 1992.2!                 +       *            !!          .   .   . 0        !
 1992.3!                *      +              !!        0 .   .   .          !
 1992.4!                + *                   !!          .   .0  .          !
 1993.1!                  +  *                !!          .   . 0 .          !
 1993.2!               *    +                 !!          0   .   .          !
 1993.3!               * +                    !!          . 0 .   .          !
 1993.4!                +*                    !!          .   0   .          !
 1994.1!                  +                   !!          .   0   .          !
 1994.2!                  *+                  !!          .  0.   .          !
 1994.3!                 * +                  !!          . 0 .   .          !
 1994.4!                * +                   !!          .  0.   .          !
 1995.1!               * +                    !!          .  0.   .          !
 1995.2!                *+                    !!          .   0   .          !
 1995.3!                  + *                 !!          .   . 0 .          !
 1995.4!                    +*                !!          .   0   .          !
 1996.1!          *          +                !!     0    .   .   .          !
 1996.2!          *   +                       !!          .0  .   .          !
 1996.3!              +*                      !!          .   .0  .          !
 1996.4!                *+                    !!          .  0.   .          !
 1997.1!                   +                  !!          .   0   .          !
 1997.2!                  *  +                !!          . 0 .   .          !
 1997.3!                  *  +                !!          . 0 .   .          !
 1997.4!              *    +                  !!          0   .   .          !
 1998.1!             *    +                   !!          0   .   .          !
 1998.2!                 +                    !!          .   0   .          !
 1998.3!                   + *                !!          .   .0  .          !
 1998.4!                      +        *      !!          .   .   .  0       !
 1999.1!                              +    *  !!          .   .   0          !
 1999.2!                                +     !!          .   0   .          !
 1999.3!                          *   +       !!          .0  .   .          !
 1999.4!                          + *         !!          .   . 0 .          !
 2000.1!                            +  *      !!          .   . 0 .          !
 2000.2!                              +*      !!          .   .0  .          !
 2000.3!                             +    *   !!          .   .  0.          !
 2000.4!                               +  *   !!          .   . 0 .          !
 2001.1!                               + *    !!          .   .0  .          !
 2001.2!                               +*     !!          .   0   .          !
 2001.3!                             *+       !!          .  0.   .          !
 2001.4!                             +*       !!          .   .0  .          !
 2002.1!                             +       *!!          .   .   . 0        !
 2002.2!                                  + * !!          .   . 0 .          !
 2002.3!                                 +    !!          .   0   .          !
 2002.4!                               +*     !!          .   .0  .          !
 2003.1!                              +  *    !!          .   . 0 .          !
 2003.2!                              +  *    !!          .   . 0 .          !
 2003.3!                               + *    !!          .   .0  .          !
 2003.4!                              +       *!          .   .   . 0        !
 2004.1!                                 *+   !!          .  0.   .          !
 2004.2!                              +*      !!          .   .0  .          !
 2004.3!                             + *      !!          .   .0  .          !
 2004.4!                             +  *     !!          .   .  0.          !
 2005.1!                           *  +       !!          . 0 .   .          !
 2005.2!                         *+           !!          .  0.   .          !
 2005.3!                         +*           !!          .   .0  .          !
 2005.4!                          + *         !!          .   .0  .          !
 2006.1!                           + *        !!          .   . 0 .          !
 2006.2!                           +     *    !!          .   .   0          !
 2006.3!                              + *     !!          .   . 0 .          !
 2006.4!                          *   +       !!          .0  .   .          !
 2007.1!                          +  *        !!          .   .  0.          !
 2007.2!                         * +          !!          . 0 .   .          !
 2007.3!                       * +            !!          .  0.   .          !
 2007.4!                       +  *           !!          .   . 0 .          !
 2008.1!                      *  +            !!          .0  .   .          !
 2008.2!                    *+                !!          .  0.   .          !
 2008.3!                     +     *          !!          .   .   .0         !
 2008.4!                          +   *       !!          .   .  0.          !
 2009.1!                       *    +         !!          0   .   .          !
 2009.2!                        +        *    !!          .   .   .  0       !
 2009.3!                               +   *  !!          .   .  0.          !
 2009.4!                                +   * !!          .   .  0.          !
 2010.1!                             *  +     !!          . 0 .   .          !
 2010.2!                           *+         !!          .  0.   .          !
 2010.3!                           +          !!          .   0   .          !
 2010.4!                           +*         !!          .   .0  .          !
 2011.1!           *               +          !! 0        .   .   .          !
 2011.2!               +                      !!          .   0   .          !
 2011.3!             *     +                  !!          0   .   .          !
 2011.4!         *       +                    !!        0 .   .   .          !
 2012.1!               +    *                 !!          .   .   .0         !
 2012.2!                      + *             !!          .   .0  .          !
 2012.3!                   *     +            !!         0.   .   .          !
 2012.4!                     +  *             !!          .   . 0 .          !


     23.94 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKST=UKPX$/STPMM;                                                      
 GENR LAAUKST=LOG(AAUKST+.00001);                                             
 GENR LAUKST=LOG(AUKST+.00001);                                               
 LHS AAUKST=EXP(LAAUKST)-.00001;                                              
  EQ  465 LAAUKST C LAUKST(-1) PUKST;                                         
EQUATION 568  LAAUKST  
   RHS     C  LAUKST(-1)  PUKST  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  568 PLOT=0;END;                                                     

Equation number =  568
**********************

Dependent variable = LAAUKST 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.636902377

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.139945608       0.149536183   0.93586     1.000000
12113 LAUKST  ( -1)       0.820162876       0.038499755  21.30307    -2.633462
12111 PUKST   (  0)      -0.630906725       0.177528660  -3.55383     0.977926

SE of equation            =     0.192221685
Sum of squared residuals  =  6.83559763      -0.643929354E-12
Average absolute error    =     0.128734503
Sum of ABS residuals      =  24.2020866    
R squared                 =   0.80116
Durbin-Watson statistic   =   2.38768
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                 + *                  !!           .  . 0.           !
 1966.2!                 * +                  !!           .0 .  .           !
 1966.3!                +*                    !!           .  0  .           !
 1966.4!                 +*                   !!           .  .0 .           !
 1967.1!                 +                    !!           .  0  .           !
 1967.2!                *+                    !!           .  0  .           !
 1967.3!                +*                    !!           .  .0 .           !
 1967.4!               * +                    !!           . 0.  .           !
 1968.1!               *+                     !!           . 0.  .           !
 1968.2!               *+                     !!           . 0.  .           !
 1968.3!               +  *                   !!           .  . 0.           !
 1968.4!               *  +                   !!           .0 .  .           !
 1969.1!               +   *                  !!           .  .  0           !
 1969.2!                   +*                 !!           .  .0 .           !
 1969.3!                   *+                 !!           . 0.  .           !
 1969.4!                  *+                  !!           . 0.  .           !
 1970.1!                  *+                  !!           . 0.  .           !
 1970.2!                  +                   !!           .  0  .           !
 1970.3!                 * +                  !!           . 0.  .           !
 1970.4!                  +                   !!           .  0  .           !
 1971.1!                  *+                  !!           .  0  .           !
 1971.2!                  *+                  !!           . 0.  .           !
 1971.3!                  *+                  !!           . 0.  .           !
 1971.4!                  +*                  !!           .  .0 .           !
 1972.1!                   +  *               !!           .  . 0.           !
 1972.2!                      + *             !!           .  . 0.           !
 1972.3!                        +  *          !!           .  .  0           !
 1972.4!                          *+          !!           . 0.  .           !
 1973.1!                         *+           !!           . 0.  .           !
 1973.2!                         +*           !!           .  .0 .           !
 1973.3!                          +*          !!           .  .0 .           !
 1973.4!                            + *       !!           .  . 0.           !
 1974.1!                         *    +       !!          0.  .  .           !
 1974.2!                         +*           !!           .  .0 .           !
 1974.3!                          +*          !!           .  0  .           !
 1974.4!                         * +          !!           .0 .  .           !
 1975.1!                         +*           !!           .  .0 .           !
 1975.2!                         * +          !!           . 0.  .           !
 1975.3!                          +    *      !!           .  .  .0          !
 1975.4!                              +       *!           .  .  .   0       !
 1976.1!                                *   + !!           0  .  .           !
 1976.2!                              *+      !!           . 0.  .           !
 1976.3!                             *+       !!           . 0.  .           !
 1976.4!                            *+        !!           . 0.  .           !
 1977.1!                           +    *     !!           .  .  .0          !
 1977.2!                               +   *  !!           .  .  0           !
 1977.3!                              *  +    !!           .0 .  .           !
 1977.4!                            +*        !!           .  .0 .           !
 1978.1!                            +    *    !!           .  .  .0          !
 1978.2!                               + *    !!           .  .0 .           !
 1978.3!                               +   *  !!           .  .  0           !
 1978.4!                                +*    !!           .  0  .           !
 1979.1!                              + *     !!           .  .0 .           !
 1979.2!                              +*      !!           .  .0 .           !
 1979.3!                            +   *     !!           .  .  0           !
 1979.4!                             +   *    !!           .  .  0           !
 1980.1!                             +    *   !!           .  .  .0          !
 1980.2!                           *+         !!           . 0.  .           !
 1980.3!                       +         *    !!           .  .  .    0      !
 1980.4!                           +*         !!           .  .0 .           !
 1981.1!                   *   +              !!           0  .  .           !
 1981.2!             * +                      !!           . 0.  .           !
 1981.3!           +     *                    !!           .  .  . 0         !
 1981.4!             *+                       !!           . 0.  .           !
 1982.1!           +                          !!           .  0  .           !
 1982.2!          + *                         !!           .  . 0.           !
 1982.3!       *  +                           !!           .0 .  .           !
 1982.4!      +     *                         !!           .  .  .0          !
 1983.1!         * +                          !!           .0 .  .           !
 1983.2!         +    *                       !!           .  .  . 0         !
 1983.3!            + *                       !!           .  .0 .           !
 1983.4!        *   +                         !!           0  .  .           !
 1984.1!        +     *                       !!           .  .  . 0         !
 1984.2!             +*                       !!           .  . 0.           !
 1984.3!           * +                        !!           .0 .  .           !
 1984.4!      *   +                           !!           0  .  .           !
 1985.1!   *  +                               !!           .0 .  .           !
 1985.2!   +   *                              !!           .  .  .0          !
 1985.3!      + *                             !!           .  .0 .           !
 1985.4!     * +                              !!           .0 .  .           !
 1986.1!      + *                             !!           .  . 0.           !
 1986.2!       * +                            !!           . 0.  .           !
 1986.3!         +*                           !!           .  0  .           !
 1986.4!           +                          !!           .  0  .           !
 1987.1!           * +                        !!           . 0.  .           !
 1987.2!            +                         !!           .  0  .           !
 1987.3!        *   +                         !!           0  .  .           !
 1987.4!         + *                          !!           .  .0 .           !
 1988.1!         * +                          !!           .0 .  .           !
 1988.2!        *+                            !!           .  0  .           !
 1988.3!        + *                           !!           .  .0 .           !
 1988.4!     *    +                           !!          0.  .  .           !
 1989.1!     +    *                           !!           .  .  .0          !
 1989.2!         *+                           !!           . 0.  .           !
 1989.3!         +                            !!           .  0  .           !
 1989.4!         +*                           !!           .  .0 .           !
 1990.1!          +                           !!           .  0  .           !
 1990.2!          +*                          !!           .  .0 .           !
 1990.3!           +                          !!           .  0  .           !
 1990.4!       *   +                          !!           0  .  .           !
 1991.1!       *+                             !!           . 0.  .           !
 1991.2!        +                             !!           .  0  .           !
 1991.3!        *+                            !!           .  0  .           !
 1991.4!        *+                            !!           .  0  .           !
 1992.1!      *  +                            !!           .0 .  .           !
 1992.2!     *+                               !!           . 0.  .           !
 1992.3!    * +                               !!           .0 .  .           !
 1992.4!    * +                               !!           .0 .  .           !
 1993.1!     +                                !!           .  0  .           !
 1993.2!      +                               !!           .  0  .           !
 1993.3!       +                              !!           .  0  .           !
 1993.4!     * +                              !!           . 0.  .           !
 1994.1!     + *                              !!           .  .0 .           !
 1994.2!      *+                              !!           . 0.  .           !
 1994.3!     * +                              !!           .0 .  .           !
 1994.4!     *+                               !!           .  0  .           !
 1995.1!      +*                              !!           .  .0 .           !
 1995.2!    *   +                             !!           0  .  .           !
 1995.3!      +  *                            !!           .  . 0.           !
 1995.4!       *  +                           !!           0  .  .           !
 1996.1!        + *                           !!           .  .0 .           !
 1996.2!         *+                           !!           . 0.  .           !
 1996.3!          +*                          !!           .  .0 .           !
 1996.4!         * +                          !!           . 0.  .           !
 1997.1!         +   *                        !!           .  .  0           !
 1997.2!        *   +                         !!           0  .  .           !
 1997.3!        +*                            !!           .  .0 .           !
 1997.4!        *+                            !!           .  0  .           !
 1998.1!   *    +                             !!           0  .  .           !
 1998.2!    +    *                            !!           .  .  .0          !
 1998.3!         +                            !!           .  0  .           !
 1998.4!        *+                            !!           . 0.  .           !
 1999.1!       *+                             !!           . 0.  .           !
 1999.2!       +                              !!           .  0  .           !
 1999.3!       +                              !!           .  0  .           !
 1999.4!    *  +                              !!           .0 .  .           !
 2000.1!   * +                                !!           . 0.  .           !
 2000.2!    +*                                !!           .  .0 .           !
 2000.3!    * +                               !!           . 0.  .           !
 2000.4!    +      *                          !!           .  .  . 0         !
 2001.1!        *  +                          !!           .0 .  .           !
 2001.2!         +                            !!           .  0  .           !
 2001.3!         +  *                         !!           .  .  0           !
 2001.4!        *   +                         !!           0  .  .           !
 2002.1!        +*                            !!           .  .0 .           !
 2002.2!        *+                            !!           . 0.  .           !
 2002.3!         +                            !!           .  0  .           !
 2002.4!    *    +                            !!         0 .  .  .           !
 2003.1!   * +                                !!           .0 .  .           !
 2003.2!    +                                 !!           .  0  .           !
 2003.3!     +                                !!           .  0  .           !
 2003.4!     *+                               !!           . 0.  .           !
 2004.1!     *+                               !!           . 0.  .           !
 2004.2!    * +                               !!           . 0.  .           !
 2004.3!  *  +                                !!           .0 .  .           !
 2004.4! * +                                  !!           .0 .  .           !
 2005.1!   +             *                    !!           .  .  .       0   !
 2005.2!                +          *          !!           .  .  .     0     !
 2005.3!                   *    +             !!          0.  .  .           !
 2005.4!                  + *                 !!           .  . 0.           !
 2006.1!             *    +                   !!         0 .  .  .           !
 2006.2!     *      +                         !!        0  .  .  .           !
 2006.3!  *   +                               !!           0  .  .           !
 2006.4!    +   *                             !!           .  .  0           !
 2007.1*         +                            !!      0    .  .  .           !
 2007.2*  +                                   !!           .0 .  .           !
 2007.3!  +         *                         !!           .  .  .    0      !
 2007.4!  *         +                         !!      0    .  .  .           !
 2008.1!     + *                              !!           .  . 0.           !
 2008.2!     *  +                             !!           0  .  .           !
 2008.3!      +   *                           !!           .  .  0           !
 2008.4!            +     *                   !!           .  .  . 0         !
 2009.1!*                  +                  !0           .  .  .           !
 2009.2!  * +                                 !!           . 0.  .           !
 2009.3!  *   +                               !!           0  .  .           !
 2009.4!     +                                !!           .  0  .           !
 2010.1!        +      *                      !!           .  .  .  0        !
 2010.2!           *    +                     !!          0.  .  .           !
 2010.3!            +        *                !!           .  .  .    0      !
 2010.4!                    *+                !!           . 0.  .           !
 2011.1!                   +               *  !!           .  .  .         0 !
 2011.2!                      *        +      !!       0   .  .  .           !
 2011.3!                     +    *           !!           .  .  .0          !
 2011.4!                        +        *    !!           .  .  .    0      !
 2012.1!                *             +       !!   0       .  .  .           !
 2012.2!                +                     !!           .  0  .           !
 2012.3!*              +                      !! 0         .  .  .           !
 2012.4!  *+                                  !!           .  0  .           !


     19.68 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFIST=FIPX$/STPMM;                                                      
 GENR LAAFIST=LOG(AAFIST+.00001);                                             
 GENR LAFIST=LOG(AFIST+.00001);                                               
 LHS AAFIST=EXP(LAAFIST)-.00001;                                              
  EQ  466 LAAFIST C LAFIST(-1) PFIST;                                         
EQUATION 569  LAAFIST  
   RHS     C  LAFIST(-1)  PFIST  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  569 PLOT=0;END;                                                     

Equation number =  569
**********************

Dependent variable = LAAFIST 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.114459236

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.599202608       0.266750418  -5.99513     1.000000
12116 LAFIST  ( -1)       0.661037655       0.049070722  13.47112    -5.120147
12114 PFIST   (  0)      -0.140000167       0.116410794  -1.20264     0.933191

SE of equation            =     0.154221487
Sum of squared residuals  =  4.40008941      -0.142644119E-09
Average absolute error    =     0.115388712
Sum of ABS residuals      =  21.6930779    
R squared                 =   0.50159
Durbin-Watson statistic   =   2.26340
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1! +     *                              !!          .   .   . 0        !
 1966.2!           + *                        !!          .   . 0 .          !
 1966.3*               +                      !0          .   .   .          !
 1966.4! *    +                               !!         0.   .   .          !
 1967.1!       + *                            !!          .   . 0 .          !
 1967.2!       *     +                        !!        0 .   .   .          !
 1967.3!          *+                          !!          . 0 .   .          !
 1967.4!        *    +                        !!         0.   .   .          !
 1968.1!            +    *                    !!          .   .   0          !
 1968.2!             *    +                   !!         0.   .   .          !
 1968.3!          *    +                      !!         0.   .   .          !
 1968.4!             +*                       !!          .   .0  .          !
 1969.1!                +            *        !!          .   .   .       0  !
 1969.2!                   *      +           !!        0 .   .   .          !
 1969.3!                    +  *              !!          .   .  0.          !
 1969.4!                      +               *!          .   .   .          0
 1970.1!                        *       +     !!       0  .   .   .          !
 1970.2!                      *+              !!          .  0.   .          !
 1970.3!                     +     *          !!          .   .   .0         !
 1970.4!                        *+            !!          .  0.   .          !
 1971.1!                       +  *           !!          .   .  0.          !
 1971.2!                        +   *         !!          .   .   0          !
 1971.3!                          +  *        !!          .   .  0.          !
 1971.4!                          +     *     !!          .   .   . 0        !
 1972.1!                            +  *      !!          .   .  0.          !
 1972.2!                         *  +         !!          .0  .   .          !
 1972.3!                       +   *          !!          .   .   0          !
 1972.4!                  *      +            !!        0 .   .   .          !
 1973.1!                   +           *      !!          .   .   .      0   !
 1973.2!                        *  +          !!          .0  .   .          !
 1973.3!                      *+              !!          .  0.   .          !
 1973.4!                     *+               !!          .   0   .          !
 1974.1!                     + *              !!          .   . 0 .          !
 1974.2!                      + *             !!          .   . 0 .          !
 1974.3!                    *  +              !!          . 0 .   .          !
 1974.4!              *     +                 !!         0.   .   .          !
 1975.1!               +    *                 !!          .   .   0          !
 1975.2!               *   +                  !!          0   .   .          !
 1975.3!               *+                     !!          .  0.   .          !
 1975.4!               *+                     !!          .  0.   .          !
 1976.1!                +  *                  !!          .   . 0 .          !
 1976.2!                   +                  !!          .   0   .          !
 1976.3!                   +                  !!          .   .0  .          !
 1976.4!                  *+                  !!          .  0.   .          !
 1977.1!                  +   *               !!          .   .   0          !
 1977.2!                     +                !!          .   0   .          !
 1977.3!                    +                 !!          .   0   .          !
 1977.4!                  * +                 !!          .  0.   .          !
 1978.1!                  +  *                !!          .   . 0 .          !
 1978.2!                    +  *              !!          .   .  0.          !
 1978.3!                   *  +               !!          .0  .   .          !
 1978.4!                   +*                 !!          .   .0  .          !
 1979.1!                    +*                !!          .   .0  .          !
 1979.2!                    +  *              !!          .   .  0.          !
 1979.3!                 *    +               !!         0.   .   .          !
 1979.4!                 *+                   !!          .   0   .          !
 1980.1!                 *+                   !!          .  0.   .          !
 1980.2!                  +    *              !!          .   .   0          !
 1980.3!                  *   +               !!          .0  .   .          !
 1980.4!               *  +                   !!          .0  .   .          !
 1981.1!                 +    *               !!          .   .   .0         !
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 1981.3!                 *  +                 !!          .0  .   .          !
 1981.4!              *  +                    !!          .0  .   .          !
 1982.1!                + *                   !!          .   . 0 .          !
 1982.2!                  +   *               !!          .   .  0.          !
 1982.3!                 *   +                !!          .0  .   .          !
 1982.4!                 *+                   !!          .  0.   .          !
 1983.1!                * +                   !!          .  0.   .          !
 1983.2!                 +  *                 !!          .   . 0 .          !
 1983.3!                    + *               !!          .   . 0 .          !
 1983.4!                     +  *             !!          .   . 0 .          !
 1984.1!               *      +               !!       0  .   .   .          !
 1984.2!                +  *                  !!          .   .  0.          !
 1984.3!                   + *                !!          .   . 0 .          !
 1984.4!                *   +                 !!          .0  .   .          !
 1985.1!                 +   *                !!          .   .  0.          !
 1985.2!                    +         *       !!          .   .   .    0     !
 1985.3!                     *    +           !!         0.   .   .          !
 1985.4!                  * +                 !!          . 0 .   .          !
 1986.1!                   +    *             !!          .   .   .0         !
 1986.2!                *     +               !!        0 .   .   .          !
 1986.3!                 +     *              !!          .   .   . 0        !
 1986.4!                   *  +               !!          . 0 .   .          !
 1987.1!                   +      *           !!          .   .   . 0        !
 1987.2!                       *+             !!          .  0.   .          !
 1987.3!                     + *              !!          .   .0  .          !
 1987.4!                     + *              !!          .   .0  .          !
 1988.1!                    *+                !!          .  0.   .          !
 1988.2!                   +                  !!          .   0   .          !
 1988.3!                  *+                  !!          .  0.   .          !
 1988.4!                 *+                   !!          .  0.   .          !
 1989.1!                *+                    !!          .  0.   .          !
 1989.2!                + *                   !!          .   .0  .          !
 1989.3!               * +                    !!          . 0 .   .          !
 1989.4!                +*                    !!          .   . 0 .          !
 1990.1!                *+                    !!          .  0.   .          !
 1990.2!                +     *               !!          .   .   .0         !
 1990.3!                   *+                 !!          .  0.   .          !
 1990.4!                 * +                  !!          .  0.   .          !
 1991.1!                 +  *                 !!          .   .  0.          !
 1991.2!                   +*                 !!          .   0   .          !
 1991.3!                   +                  !!          .   0   .          !
 1991.4!                  + *                 !!          .   .0  .          !
 1992.1!                   + *                !!          .   .0  .          !
 1992.2!                    +*                !!          .   .0  .          !
 1992.3!                   *+                 !!          .  0.   .          !
 1992.4!                   +                  !!          .   0   .          !
 1993.1!                   +*                 !!          .   .0  .          !
 1993.2!                    +*                !!          .   .0  .          !
 1993.3!                   *+                 !!          . 0 .   .          !
 1993.4!                  *+                  !!          .  0.   .          !
 1994.1!                   +    *             !!          .   .   .0         !
 1994.2!                      +*              !!          .   0   .          !
 1994.3!                  *  +                !!          .0  .   .          !
 1994.4!                  +*                  !!          .   0   .          !
 1995.1!                   +                  !!          .   .0  .          !
 1995.2!                   +                  !!          .   0   .          !
 1995.3!                 *+                   !!          .  0.   .          !
 1995.4!           *     +                    !!         0.   .   .          !
 1996.1!             +*                       !!          .   .0  .          !
 1996.2!               *+                     !!          .  0.   .          !
 1996.3!          *     +                     !!         0.   .   .          !
 1996.4!          *  +                        !!          . 0 .   .          !
 1997.1!            *+                        !!          .  0.   .          !
 1997.2!           *  +                       !!          .0  .   .          !
 1997.3!             *+                       !!          .  0.   .          !
 1997.4!          *    +                      !!          0   .   .          !
 1998.1!            *+                        !!          .  0.   .          !
 1998.2!              +  *                    !!          .   .  0.          !
 1998.3!                 +   *                !!          .   .  0.          !
 1998.4!                   *+                 !!          .  0.   .          !
 1999.1!                   +       *          !!          .   .   .  0       !
 1999.2!                        + *           !!          .   . 0 .          !
 1999.3!                     *  +             !!          . 0 .   .          !
 1999.4!                     +   *            !!          .   .   0          !
 2000.1!                       +     *        !!          .   .   .0         !
 2000.2!                          +      *    !!          .   .   .  0       !
 2000.3!                            +*        !!          .   .0  .          !
 2000.4!                         *+           !!          .   0   .          !
 2001.1!                       +    *         !!          .   .   0          !
 2001.2!                    *    +            !!          0   .   .          !
 2001.3!                    +         *       !!          .   .   .    0     !
 2001.4!                           +*         !!          .   . 0 .          !
 2002.1!                         +*           !!          .   0   .          !
 2002.2!                        +  *          !!          .   .  0.          !
 2002.3!                     *  +             !!          .0  .   .          !
 2002.4!                     +      *         !!          .   .   .  0       !
 2003.1!                     *   +            !!          0   .   .          !
 2003.2!                    *+                !!          .  0.   .          !
 2003.3!                   *+                 !!          .  0.   .          !
 2003.4!               *   +                  !!          .0  .   .          !
 2004.1!                 +*                   !!          .   .0  .          !
 2004.2!                  + *                 !!          .   . 0 .          !
 2004.3!                   *+                 !!          .   0   .          !
 2004.4!                *  +                  !!          .0  .   .          !
 2005.1!              *  +                    !!          .0  .   .          !
 2005.2!               *+                     !!          .   0   .          !
 2005.3!           *     +                    !!         0.   .   .          !
 2005.4!            * +                       !!          . 0 .   .          !
 2006.1!               +     *                !!          .   .   .0         !
 2006.2!                     + *              !!          .   . 0 .          !
 2006.3!                    * +               !!          . 0 .   .          !
 2006.4!               *    +                 !!          0   .   .          !
 2007.1!                 + *                  !!          .   . 0 .          !
 2007.2!                  *+                  !!          .  0.   .          !
 2007.3!               *   +                  !!          0   .   .          !
 2007.4!            *    +                    !!          0   .   .          !
 2008.1!              +                       !!          .  0.   .          !
 2008.2!            *   +                     !!          .0  .   .          !
 2008.3!          *    +                      !!         0.   .   .          !
 2008.4!            *+                        !!          . 0 .   .          !
 2009.1!            * +                       !!          . 0 .   .          !
 2009.2!            *  +                      !!          .0  .   .          !
 2009.3!             * +                      !!          . 0 .   .          !
 2009.4!                +                     !!          .   0   .          !
 2010.1!                 *+                   !!          .  0.   .          !
 2010.2!               *  +                   !!          .0  .   .          !
 2010.3!              *  +                    !!          .0  .   .          !
 2010.4!            *   +                     !!          .0  .   .          !
 2011.1!               +                      !!          .   0   .          !
 2011.2!             *   +                    !!          .0  .   .          !
 2011.3!            *   +                     !!          .0  .   .          !
 2011.4!          *    +                      !!          0   .   .          !
 2012.1!              +   *                   !!          .   .   0          !
 2012.2!                *  +                  !!          .0  .   .          !
 2012.3!                  + *                 !!          .   . 0 .          !
 2012.4!                   *+                 !!          .  0.   .          !


     27.13 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASST=ASPX$/STPMM;                                                      
 GENR LAAASST=LOG(AAASST+.00001);                                             
 GENR LAASST=LOG(AASST+.00001);                                               
 LHS AAASST=EXP(LAAASST)-.00001;                                              
  EQ  467 LAAASST C LAASST(-1) PASST;                                         
EQUATION 570  LAAASST  
   RHS     C  LAASST(-1)  PASST  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  570 PLOT=0;END;                                                     

Equation number =  570
**********************

Dependent variable = LAAASST 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.469818851

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.740678737       0.244356618  -3.03114     1.000000
12119 LAASST  ( -1)       0.838973707       0.040740125  20.59330    -6.470813
12117 PASST   (  0)      -0.276121464       0.171036186  -1.61440     1.087558

SE of equation            =     0.488019861
Sum of squared residuals  =  44.0602261      -0.101878506E-10
Average absolute error    =     0.382919821
Sum of ABS residuals      =  71.9889264    
R squared                 =   0.75950
Durbin-Watson statistic   =   2.23377
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!           *  +                       !!         0    .    .         !
 1966.2!          *+                          !!         .   0.    .         !
 1966.3!          + *                         !!         .    . 0  .         !
 1966.4!          * +                         !!         . 0  .    .         !
 1967.1!        * +                           !!         . 0  .    .         !
 1967.2!        *+                            !!         .   0.    .         !
 1967.3!        +   *                         !!         .    .   0.         !
 1967.4!       *    +                         !!        0.    .    .         !
 1968.1!      * +                             !!         .  0 .    .         !
 1968.2!     * +                              !!         . 0  .    .         !
 1968.3!      +  *                            !!         .    .  0 .         !
 1968.4!   *     +                            !!       0 .    .    .         !
 1969.1!     +      *                         !!         .    .    .   0     !
 1969.2!      *     +                         !!       0 .    .    .         !
 1969.3!       +                              !!         .    0    .         !
 1969.4!   *    +                             !!        0.    .    .         !
 1970.1!  *  +                                !!         . 0  .    .         !
 1970.2!    + *                               !!         .    . 0  .         !
 1970.3!       +  *                           !!         .    .   0.         !
 1970.4!     *     +                          !!       0 .    .    .         !
 1971.1!       + *                            !!         .    .  0 .         !
 1971.2!          + *                         !!         .    . 0  .         !
 1971.3!         *  +                         !!         .0   .    .         !
 1971.4!          + *                         !!         .    .0   .         !
 1972.1!    *       +                         !!    0    .    .    .         !
 1972.2!      +   *                           !!         .    .    0         !
 1972.3!          *+                          !!         .   0.    .         !
 1972.4!        * +                           !!         . 0  .    .         !
 1973.1!     *  +                             !!         . 0  .    .         !
 1973.2!      +     *                         !!         .    .    . 0       !
 1973.3!            +     *                   !!         .    .    .  0      !
 1973.4!               * +                    !!         .  0 .    .         !
 1974.1!     *        +                       !!    0    .    .    .         !
 1974.2!      +*                              !!         .    . 0  .         !
 1974.3!    *   +                             !!         0    .    .         !
 1974.4!     +    *                           !!         .    .    .0        !
 1975.1!          *+                          !!         .   0.    .         !
 1975.2!       *   +                          !!         0    .    .         !
 1975.3!      * +                             !!         . 0  .    .         !
 1975.4!    *  +                              !!         .0   .    .         !
 1976.1!     +    *                           !!         .    .    0         !
 1976.2!     *    +                           !!        0.    .    .         !
 1976.3!       +                              !!         .    .0   .         !
 1976.4!       *+                             !!         .  0 .    .         !
 1977.1!        +                             !!         .    0    .         !
 1977.2!     *   +                            !!         0    .    .         !
 1977.3!    * +                               !!         .  0 .    .         !
 1977.4!  *   +                               !!         0    .    .         !
 1978.1!    *+                                !!         .    0    .         !
 1978.2!      +                               !!         .    0    .         !
 1978.3!   *    +                             !!         0    .    .         !
 1978.4!    *+                                !!         .   0.    .         !
 1979.1!    * +                               !!         . 0  .    .         !
 1979.2!    * +                               !!         . 0  .    .         !
 1979.3!   *  +                               !!         . 0  .    .         !
 1979.4*     +                                !!       0 .    .    .         !
 1980.1!  +*                                  !!         .    .0   .         !
 1980.2!   * +                                !!         .  0 .    .         !
 1980.3!     +                                !!         .    0    .         !
 1980.4!    *  +                              !!         . 0  .    .         !
 1981.1!  *   +                               !!         0    .    .         !
 1981.2!    +  *                              !!         .    .  0 .         !
 1981.3!     * +                              !!         . 0  .    .         !
 1981.4!      + *                             !!         .    . 0  .         !
 1982.1!      *  +                            !!         .0   .    .         !
 1982.2!      *+                              !!         .   0.    .         !
 1982.3!   *    +                             !!        0.    .    .         !
 1982.4!     +      *                         !!         .    .    .   0     !
 1983.1!          * +                         !!         . 0  .    .         !
 1983.2!           +  *                       !!         .    .   0.         !
 1983.3!              +*                      !!         .    0    .         !
 1983.4!               +  *                   !!         .    .   0.         !
 1984.1!               *  +                   !!         . 0  .    .         !
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 1985.2!             +  *                     !!         .    .   0.         !
 1985.3!         *      +                     !!     0   .    .    .         !
 1985.4!       *  +                           !!         .0   .    .         !
 1986.1!         +     *                      !!         .    .    .  0      !
 1986.2!               + *                    !!         .    . 0  .         !
 1986.3!                 +      *             !!         .    .    .  0      !
 1986.4!                       +*             !!         .    .0   .         !
 1987.1!                        +     *       !!         .    .    .  0      !
 1987.2!                           * +        !!         .  0 .    .         !
 1987.3!                          +   *       !!         .    .    0         !
 1987.4!                           *+         !!         .   0.    .         !
 1988.1!                  *       +           !!     0   .    .    .         !
 1988.2!                  +                   !!         .    0    .         !
 1988.3!                  +     *             !!         .    .    .  0      !
 1988.4!                       +*             !!         .    .0   .         !
 1989.1!                      +   *           !!         .    .    0         !
 1989.2!                      * +             !!         . 0  .    .         !
 1989.3!                     +         *      !!         .    .    .      0  !
 1989.4!                            +  *      !!         .    .  0 .         !
 1990.1!                            +   *     !!         .    .    0         !
 1990.2!                              +       !!         .    .0   .         !
 1990.3!                            +    *    !!         .    .    .0        !
 1990.4!                               +      *!         .    .    .   0     !
 1991.1!                                   + *!!         .    . 0  .         !
 1991.2!                                  + * !!         .    .  0 .         !
 1991.3!                          *      +    !!      0  .    .    .         !
 1991.4!                         +      *     !!         .    .    .   0     !
 1992.1!                              +  *    !!         .    .   0.         !
 1992.2!                         *     +      !!       0 .    .    .         !
 1992.3!                        +             !!         .    0    .         !
 1992.4!                      * +             !!         .  0 .    .         !
 1993.1!                  *  +                !!         0    .    .         !
 1993.2!                  +         *         !!         .    .    .      0  !
 1993.3!                          + *         !!         .    . 0  .         !
 1993.4!                 *        +           !!  0      .    .    .         !
 1994.1!                 + *                  !!         .    . 0  .         !
 1994.2!                *  +                  !!         . 0  .    .         !
 1994.3!                 + *                  !!         .    . 0  .         !
 1994.4!              *    +                  !!        0.    .    .         !
 1995.1!               +   *                  !!         .    .    0         !
 1995.2!                   +        *         !!         .    .    .    0    !
 1995.3!                         *+           !!         .  0 .    .         !
 1995.4!                        + *           !!         .    . 0  .         !
 1996.1!                         +*           !!         .    .0   .         !
 1996.2!                         +      *     !!         .    .    .  0      !
 1996.3!                              +       !!         .    0    .         !
 1996.4!                            +*        !!         .    .0   .         !
 1997.1!                      *    +          !!        0.    .    .         !
 1997.2!               *      +               !!      0  .    .    .         !
 1997.3!               +    *                 !!         .    .    .0        !
 1997.4!                    +            *    !!         .    .    .         0
 1998.1!                               +  *   !!         .    .   0.         !
 1998.2!                                +  *  !!         .    .   0.         !
 1998.3!                            *    +    !!        0.    .    .         !
 1998.4!                           +          !!         .    0    .         !
 1999.1!                      *   +           !!         .0   .    .         !
 1999.2!                  *   +               !!         .0   .    .         !
 1999.3!                   +      *           !!         .    .    .   0     !
 1999.4!                   *     +            !!       0 .    .    .         !
 2000.1!                 * +                  !!         .  0 .    .         !
 2000.2!                * +                   !!         . 0  .    .         !
 2000.3!              * +                     !!         . 0  .    .         !
 2000.4!             * +                      !!         .  0 .    .         !
 2001.1!              +     *                 !!         .    .    . 0       !
 2001.2!                 *  +                 !!         . 0  .    .         !
 2001.3!             *   +                    !!         0    .    .         !
 2001.4!              +*                      !!         .    .0   .         !
 2002.1!              *+                      !!         .   0.    .         !
 2002.2!               + *                    !!         .    . 0  .         !
 2002.3!                *+                    !!         .  0 .    .         !
 2002.4!                +      *              !!         .    .    .  0      !
 2003.1!                      +*              !!         .    0    .         !
 2003.2!                *     +               !!       0 .    .    .         !
 2003.3!               * +                    !!         .  0 .    .         !
 2003.4!                +                     !!         .    0    .         !
 2004.1!            *   +                     !!         .0   .    .         !
 2004.2!             +                        !!         .    0    .         !
 2004.3!              +  *                    !!         .    .   0.         !
 2004.4!               * +                    !!         . 0  .    .         !
 2005.1!             * +                      !!         .  0 .    .         !
 2005.2!              +                       !!         .    0    .         !
 2005.3!              + *                     !!         .    .0   .         !
 2005.4!              * +                     !!         .  0 .    .         !
 2006.1!              +*                      !!         .    .0   .         !
 2006.2!           *   +                      !!         .0   .    .         !
 2006.3!            +                         !!         .    0    .         !
 2006.4!            +        *                !!         .    .    .     0   !
 2007.1!                    +       *         !!         .    .    .   0     !
 2007.2!                          +   *       !!         .    .    .0        !
 2007.3!                            +   *     !!         .    .    0         !
 2007.4!                   *         +        !! 0       .    .    .         !
 2008.1!       *          +                   !! 0       .    .    .         !
 2008.2!        +       *                     !!         .    .    .   0     !
 2008.3!       *       +                      !!     0   .    .    .         !
 2008.4!        +          *                  !!         .    .    .        0!
 2009.1!              *   +                   !!         .0   .    .         !
 2009.2!              +       *               !!         .    .    .   0     !
 2009.3!             *       +                !!    0    .    .    .         !
 2009.4!             +*                       !!         .    .0   .         !
 2010.1!          *   +                       !!         .0   .    .         !
 2010.2!         *+                           !!         .    0    .         !
 2010.3!         +  *                         !!         .    .  0 .         !
 2010.4!           +                          !!         .    0    .         !
 2011.1!           + *                        !!         .    .  0 .         !
 2011.2!            +                         !!         .    0    .         !
 2011.3!           +     *                    !!         .    .    . 0       !
 2011.4!               + *                    !!         .    .  0 .         !
 2012.1!               +   *                  !!         .    .    0         !
 2012.2!               * +                    !!         . 0  .    .         !
 2012.3!             +  *                     !!         .    .  0 .         !
 2012.4!               + *                    !!         .    . 0  .         !


     29.26 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@@EQ  468 LAASOST C LASOST(-1) PSOST;SMPL 1996.3 2012.4;OLS;EST  468 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOST=KOPX$/STPMM;                                                      
 GENR LAAKOST=LOG(AAKOST+.00001);                                             
 GENR LAKOST=LOG(AKOST+.00001);                                               
 LHS AAKOST=EXP(LAAKOST)-.00001;                                              
  EQ  469 LAAKOST C LAKOST(-1) PKOST;                                         
EQUATION 571  LAAKOST  
   RHS     C  LAKOST(-1)  PKOST  
 SMPL 1977.3 2012.4;                                                          
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
 OLS;EST  571 PLOT=0;END;                                                     

Equation number =  571
**********************

Dependent variable = LAAKOST 

 1977.3 -   2012.4,    0 missing obs.,  142 obs. used.

Mean of dependent variable       -5.821274567

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.845384310       0.258334355  -3.27244     1.000000
12122 LAKOST  ( -1)       0.819821799       0.048100517  17.04393    -5.828219
12120 PKOST   (  0)      -0.141344580       0.104259745  -1.35570     1.399341

SE of equation            =     0.438798659
Sum of squared residuals  =  26.7636526       0.516475751E-12
Average absolute error    =     0.270069669
Sum of ABS residuals      =  38.3498930    
R squared                 =   0.73180
Durbin-Watson statistic   =   2.64954
SMPL and No. Obs.         = 1977.3   2012.4    142

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.3!  +*                                  !!           .  .0 .           !
 1977.4!  * +                                 !!           .0 .  .           !
 1978.1!  *+                                  !!           . 0.  .           !
 1978.2!   +                                  !!           .  0  .           !
 1978.3!  * +                                 !!           .0 .  .           !
 1978.4!   +*                                 !!           .  .0 .           !
 1979.1!  * +                                 !!           .0 .  .           !
 1979.2!  *+                                  !!           . 0.  .           !
 1979.3!   +*                                 !!           .  .0 .           !
 1979.4!    *+                                !!           . 0.  .           !
 1980.1*     +                                !!         0 .  .  .           !
 1980.2! +*                                   !!           .  .0 .           !
 1980.3!*  +                                  !!           0  .  .           !
 1980.4!  + *                                 !!           .  .  0           !
 1981.1! *   +                                !!          0.  .  .           !
 1981.2!  +*                                  !!           .  .0 .           !
 1981.3*    +                                 !!         0 .  .  .           !
 1981.4! +    *                               !!           .  .  . 0         !
 1982.1!  *   +                               !!          0.  .  .           !
 1982.2!   +                                  !!           .  .0 .           !
 1982.3!  * +                                 !!           .0 .  .           !
 1982.4!   +                                  !!           .  0  .           !
 1983.1!  * +                                 !!           . 0.  .           !
 1983.2!   +                                  !!           .  0  .           !
 1983.3!   *+                                 !!           . 0.  .           !
 1983.4!    +                                 !!           .  .0 .           !
 1984.1!   * +                                !!           .0 .  .           !
 1984.2!    +*                                !!           .  .0 .           !
 1984.3!   * +                                !!           .0 .  .           !
 1984.4!   + *                                !!           .  . 0.           !
 1985.1!   * +                                !!           .0 .  .           !
 1985.2!    + *                               !!           .  . 0.           !
 1985.3!      +     *                         !!           .  .  . 0         !
 1985.4!       *   +                          !!          0.  .  .           !
 1986.1!     * +                              !!           .0 .  .           !
 1986.2!      +*                              !!           .  .0 .           !
 1986.3!      *+                              !!           . 0.  .           !
 1986.4!       + *                            !!           .  . 0.           !
 1987.1!         +*                           !!           .  0  .           !
 1987.2!         +                            !!           .  0  .           !
 1987.3!         +*                           !!           .  .0 .           !
 1987.4!          + *                         !!           .  . 0.           !
 1988.1!           +                          !!           .  0  .           !
 1988.2!          +*                          !!           .  .0 .           !
 1988.3!          + *                         !!           .  . 0.           !
 1988.4!           +  *                       !!           .  .  0           !
 1989.1!         *  +                         !!           0  .  .           !
 1989.2!         +                            !!           .  0  .           !
 1989.3!        +                             !!           .  0  .           !
 1989.4!        +  *                          !!           .  .  0           !
 1990.1!        * +                           !!           .0 .  .           !
 1990.2!        +*                            !!           .  . 0.           !
 1990.3!         +*                           !!           .  .0 .           !
 1990.4!          +                           !!           .  0  .           !
 1991.1!         +*                           !!           .  0  .           !
 1991.2!        *+                            !!           . 0.  .           !
 1991.3!       *+                             !!           . 0.  .           !
 1991.4!       +                              !!           .  0  .           !
 1992.1!        +                             !!           .  0  .           !
 1992.2!       *+                             !!           . 0.  .           !
 1992.3!       +*                             !!           .  .0 .           !
 1992.4!      * +                             !!           . 0.  .           !
 1993.1!      *+                              !!           . 0.  .           !
 1993.2!      +                               !!           .  0  .           !
 1993.3!     * +                              !!           .0 .  .           !
 1993.4!     +*                               !!           .  .0 .           !
 1994.1!      +*                              !!           .  .0 .           !
 1994.2!     * +                              !!           .0 .  .           !
 1994.3!      +                               !!           .  0  .           !
 1994.4!     *+                               !!           . 0.  .           !
 1995.1!      + *                             !!           .  .  0           !
 1995.2!        +*                            !!           .  .0 .           !
 1995.3!         +                            !!           .  0  .           !
 1995.4!        *+                            !!           .  0  .           !
 1996.1!        +   *                         !!           .  .  .0          !
 1996.2!            +                         !!           .  .0 .           !
 1996.3!            + *                       !!           .  . 0.           !
 1996.4!             +*                       !!           .  0  .           !
 1997.1!             +        *               !!           .  .  .     0     !
 1997.2!                   + *                !!           .  . 0.           !
 1997.3!                   +   *              !!           .  .  .0          !
 1997.4!                     +  *             !!           .  .  0           !
 1998.1!                      +               *!           .  .  .           0
 1998.2!                                *+    !!           . 0.  .           !
 1998.3!                        *    +        !!         0 .  .  .           !
 1998.4!                     *+               !!           .  0  .           !
 1999.1!                   + *                !!           .  .0 .           !
 1999.2!                   +  *               !!           .  .  0           !
 1999.3!                    +*                !!           .  .0 .           !
 1999.4!                   +  *               !!           .  .  0           !
 2000.1!           *        +                 !!     0     .  .  .           !
 2000.2!          + *                         !!           .  .0 .           !
 2000.3!           +                          !!           .  0  .           !
 2000.4!           +*                         !!           .  .0 .           !
 2001.1!           *+                         !!           . 0.  .           !
 2001.2!           +                          !!           .  0  .           !
 2001.3!           +                          !!           .  0  .           !
 2001.4!           +*                         !!           .  .0 .           !
 2002.1!           *+                         !!           .  0  .           !
 2002.2!           +*                         !!           .  0  .           !
 2002.3!            +                         !!           .  0  .           !
 2002.4!            +*                        !!           .  .0 .           !
 2003.1!           * +                        !!           .0 .  .           !
 2003.2!           +                          !!           .  0  .           !
 2003.3!           +                          !!           .  0  .           !
 2003.4!           +*                         !!           .  .0 .           !
 2004.1!            +                         !!           .  0  .           !
 2004.2!            +                         !!           .  0  .           !
 2004.3!           *+                         !!           . 0.  .           !
 2004.4!           +                          !!           .  0  .           !
 2005.1!           +                          !!           .  0  .           !
 2005.2!           +                          !!           .  0  .           !
 2005.3!           +                          !!           .  0  .           !
 2005.4!           +*                         !!           .  .0 .           !
 2006.1!            +*                        !!           .  .0 .           !
 2006.2!             +*                       !!           .  .0 .           !
 2006.3!              +                       !!           .  0  .           !
 2006.4!              +                       !!           .  0  .           !
 2007.1!         *    +                       !!          0.  .  .           !
 2007.2!          +                           !!           .  0  .           !
 2007.3!         *+                           !!           . 0.  .           !
 2007.4!         +*                           !!           .  0  .           !
 2008.1!       *  +                           !!           0  .  .           !
 2008.2!        +*                            !!           .  .0 .           !
 2008.3!      *   +                           !!           0  .  .           !
 2008.4!      *+                              !!           . 0.  .           !
 2009.1!       +*                             !!           .  0  .           !
 2009.2!         +*                           !!           .  .0 .           !
 2009.3!      *    +                          !!          0.  .  .           !
 2009.4!      * +                             !!           . 0.  .           !
 2010.1!     *  +                             !!           .0 .  .           !
 2010.2!      +*                              !!           .  0  .           !
 2010.3!     *  +                             !!           0  .  .           !
 2010.4!      +   *                           !!           .  .  .0          !
 2011.1!     *     +                          !!        0  .  .  .           !
 2011.2!      +   *                           !!           .  .  .0          !
 2011.3!      *    +                          !!         0 .  .  .           !
 2011.4!       +             *                !!           .  .  .         0 !
 2012.1!     *             +                  !! 0         .  .  .           !
 2012.2!       +  *                           !!           .  .  0           !
 2012.3!     *    +                           !!         0 .  .  .           !
 2012.4!       +                              !!           .  .0 .           !


     18.31 percent of the residuals exceed 1 SE
      3.52 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEST=BEPX$Q/STPMM;                                                     
 GENR LAABEST=LOG(AABEST+.00001);                                             
 GENR LABEST=LOG(ABEST+.00001);                                               
 LHS AABEST=EXP(LAABEST)-.00001;                                              
  EQ  470 LAABEST C LABEST(-1) PBEST;                                         
EQUATION 572  LAABEST  
   RHS     C  LABEST(-1)  PBEST  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  572 PLOT=0;END;                                                     

Equation number =  572
**********************

Dependent variable = LAABEST 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.280260815

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.255880173       0.130845461  -1.95559     1.000000
12125 LABEST  ( -1)       0.805969004       0.044863488  17.96492    -3.276521
12123 PBEST   (  0)      -0.401922981       0.153513526  -2.61816     0.954427

SE of equation            =     0.117124099
Sum of squared residuals  =  2.53784011      -0.201789696E-10
Average absolute error    =     0.084557401
Sum of ABS residuals      =  15.8967914    
R squared                 =   0.76690
Durbin-Watson statistic   =   2.52020
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!              *    +                  !!         0 .  .  .           !
 1966.2!              + *                     !!           .  . 0.           !
 1966.3!               +*                     !!           .  .0 .           !
 1966.4!                +*                    !!           .  .0 .           !
 1967.1!               *+                     !!           . 0.  .           !
 1967.2!             *+                       !!           . 0.  .           !
 1967.3!             + *                      !!           .  .0 .           !
 1967.4!              +*                      !!           .  .0 .           !
 1968.1!               +                      !!           .  0  .           !
 1968.2!             * +                      !!           . 0.  .           !
 1968.3!            *+                        !!           . 0.  .           !
 1968.4!            *+                        !!           .  0  .           !
 1969.1!            +  *                      !!           .  .  0           !
 1969.2!               +                      !!           .  0  .           !
 1969.3!               +*                     !!           .  . 0.           !
 1969.4!               *+                     !!           .  0  .           !
 1970.1!               +                      !!           .  0  .           !
 1970.2!              *+                      !!           . 0.  .           !
 1970.3!              +                       !!           .  0  .           !
 1970.4!            * +                       !!           . 0.  .           !
 1971.1!             + *                      !!           .  . 0.           !
 1971.2!               +                      !!           .  .0 .           !
 1971.3!               *+                     !!           . 0.  .           !
 1971.4!              *+                      !!           . 0.  .           !
 1972.1!            * +                       !!           . 0.  .           !
 1972.2!             +   *                    !!           .  .  .0          !
 1972.3!             *  +                     !!           0  .  .           !
 1972.4!             +   *                    !!           .  .  .0          !
 1973.1!               * +                    !!           . 0.  .           !
 1973.2!             * +                      !!           .0 .  .           !
 1973.3!             + *                      !!           .  .  0           !
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 1974.1!              +    *                  !!           .  .  .0          !
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 1982.3!                      +               *!           .  .  .           0
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 1983.2!                      *  +            !!           0  .  .           !
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 1984.3!                   *    +             !!         0 .  .  .           !
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 1985.3!                  *  +                !!           0  .  .           !
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 1986.3!             *     +                  !!        0  .  .  .           !
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 1987.1!              *   +                   !!          0.  .  .           !
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 1987.3!                + *                   !!           .  . 0.           !
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 2002.4!           +                          !!           .  0  .           !
 2003.1!        *   +                         !!          0.  .  .           !
 2003.2!       * +                            !!           .0 .  .           !
 2003.3!      *  +                            !!           .0 .  .           !
 2003.4!        +*                            !!           .  .0 .           !
 2004.1!     *    +                           !!         0 .  .  .           !
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 2004.3!      *  +                            !!           0  .  .           !
 2004.4!       +                              !!           . 0.  .           !
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 2005.3!    +                                 !!           . 0.  .           !
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 2006.1!      + *                             !!           .  . 0.           !
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 2006.3!       +  *                           !!           .  .  0           !
 2006.4!          +   *                       !!           .  .  .0          !
 2007.1!             +*                       !!           .  . 0.           !
 2007.2!         *   +                        !!          0.  .  .           !
 2007.3!        +         *                   !!           .  .  .      0    !
 2007.4!                +*                    !!           .  .0 .           !
 2008.1!  *           +                       !!   0       .  .  .           !
 2008.2!   +          *                       !!           .  .  .      0    !
 2008.3!     *      +                         !!        0  .  .  .           !
 2008.4!    *+                                !!           . 0.  .           !
 2009.1! *   +                                !!          0.  .  .           !
 2009.2!* +                                   !!           .0 .  .           !
 2009.3*  +                                   !!           0  .  .           !
 2009.4!*+                                    !!           . 0.  .           !
 2010.1!*+                                    !!           . 0.  .           !
 2010.2! +                                    !!           . 0.  .           !
 2010.3! *+                                   !!           . 0.  .           !
 2010.4!* +                                   !!           .0 .  .           !
 2011.1! +                                    !!           .  .0 .           !
 2011.2!  + *                                 !!           .  . 0.           !
 2011.3!*   +                                 !!           0  .  .           !
 2011.4! + *                                  !!           .  .0 .           !
 2012.1!   +   *                              !!           .  .  .0          !
 2012.2!       +                              !!           .  .0 .           !
 2012.3!  *    +                              !!         0 .  .  .           !
 2012.4! * +                                  !!           . 0.  .           !


     23.40 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDEST=DEPX$Q/STPMM;                                                     
 GENR LAADEST=LOG(AADEST+.00001);                                             
 GENR LADEST=LOG(ADEST+.00001);                                               
 LHS AADEST=EXP(LAADEST)-.00001;                                              
  EQ  471 LAADEST C LADEST(-1) PDEST;                                         
EQUATION 573  LAADEST  
   RHS     C  LADEST(-1)  PDEST  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  573 PLOT=0;END;                                                     

Equation number =  573
**********************

Dependent variable = LAADEST 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.725164068

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.050913218       0.153816628   0.33100     1.000000
12128 LADEST  ( -1)       0.980224883       0.017870243  54.85235    -4.718381
12126 PDEST   (  0)      -0.151998385       0.118197096  -1.28597     0.993447

SE of equation            =     0.085828471
Sum of squared residuals  =  1.36280739      -0.291411340E-10
Average absolute error    =     0.066514572
Sum of ABS residuals      =  12.5047395    
R squared                 =   0.94279
Durbin-Watson statistic   =   2.45802
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                  *+  !!         .   0.    .         !
 1966.2!                                 +    !!         .  0 .    .         !
 1966.3!                                +     *!         .    .    .         0
 1966.4!                                    *+!!         . 0  .    .         !
 1967.1!                               *   +  !!     0   .    .    .         !
 1967.2!                              +   *   !!         .    .    .    0    !
 1967.3!                                 *+   !!         .  0 .    .         !
 1967.4!                             *  +     !!      0  .    .    .         !
 1968.1!                            +      *  !!         .    .    .         0
 1968.2!                                  +   !!         .    0    .         !
 1968.3!                              *   +   !!     0   .    .    .         !
 1968.4!                             +        !!         .   0.    .         !
 1969.1!                            +   *     !!         .    .    .    0    !
 1969.2!                                + *   !!         .    .    0         !
 1969.3!                            *    +    !!  0      .    .    .         !
 1969.4!                            +         !!         .    .0   .         !
 1970.1!                            +   *     !!         .    .    .   0     !
 1970.2!                               +*     !!         .    .0   .         !
 1970.3!                              *+      !!         .  0 .    .         !
 1970.4!                              +*      !!         .    .  0 .         !
 1971.1!                               +   *  !!         .    .    .     0   !
 1971.2!                                   +* !!         .    .  0 .         !
 1971.3!                                   +  !!         .  0 .    .         !
 1971.4!                                  + * !!         .    .    0         !
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 1972.2!                               +*     !!         .    . 0  .         !
 1972.3!                               +  *   !!         .    .    .0        !
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 1996.1!                        *   +         !!   0     .    .    .         !
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 1996.3!                      +  *            !!         .    .    .0        !
 1996.4!                       * +            !!         .0   .    .         !
 1997.1!                       +              !!         .   0.    .         !
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 1997.3!                       +              !!         .    0    .         !
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 1998.2!                 *    +               !!   0     .    .    .         !
 1998.3!                 +   *                !!         .    .    .    0    !
 1998.4!                   * +                !!         0    .    .         !
 1999.1!                    + *               !!         .    .    0         !
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 2002.3!                    * +               !!        0.    .    .         !
 2002.4!                    +*                !!         .    .  0 .         !
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 2008.3!    *  +                              !!       0 .    .    .         !
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 2009.2!       +*                             !!         .    . 0  .         !
 2009.3!      * +                             !!         .0   .    .         !
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 2011.1! *  +                                 !!        0.    .    .         !
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 2011.3! *  +                                 !!      0  .    .    .         !
 2011.4* +                                    !!         0    .    .         !
 2012.1+*                                     !!         .    . 0  .         !
 2012.2! +*                                   !!         .    .  0 .         !
 2012.3!  + *                                 !!         .    .    0         !
 2012.4!    +                                 !!         .   0.    .         !


     30.85 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOST=NOPX$Q/STPMM;                                                     
 GENR LAANOST=LOG(AANOST+.00001);                                             
 GENR LANOST=LOG(ANOST+.00001);                                               
 LHS AANOST=EXP(LAANOST)-.00001;                                              
  EQ  472 LAANOST C LANOST(-1) PNOST;                                         
EQUATION 574  LAANOST  
   RHS     C  LANOST(-1)  PNOST  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  574 PLOT=0;END;                                                     

Equation number =  574
**********************

Dependent variable = LAANOST 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.467227110

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.417837186       0.258424785  -5.48646     1.000000
12131 LANOST  ( -1)       0.708407456       0.051348696  13.79602    -5.466862
12129 PNOST   (  0)      -0.210578433       0.075242329  -2.79867     0.838757

SE of equation            =     0.199108550
Sum of squared residuals  =  7.33417975       0.271143108E-10
Average absolute error    =     0.155232512
Sum of ABS residuals      =  29.1837123    
R squared                 =   0.61484
Durbin-Watson statistic   =   2.33232
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                     +       *        !!          .   .   . 0        !
 1966.2!                            +    *    !!          .   .   0          !
 1966.3!                             *+       !!          .  0.   .          !
 1966.4!                            + *       !!          .   . 0 .          !
 1967.1!                             +     *  !!          .   .   .0         !
 1967.2!                             *  +     !!          . 0 .   .          !
 1967.3!                            +         !!          .   0   .          !
 1967.4!                        *  +          !!          . 0 .   .          !
 1968.1!                        +         *   !!          .   .   .  0       !
 1968.2!                               +  *   !!          .   . 0 .          !
 1968.3!                               +      !!          .   0   .          !
 1968.4!                             +  *     !!          .   . 0 .          !
 1969.1!                              + *     !!          .   . 0 .          !
 1969.2!                              +    *  !!          .   .   0          !
 1969.3!                                +   * !!          .   .  0.          !
 1969.4!                               * +    !!          .  0.   .          !
 1970.1!                             +*       !!          .   .0  .          !
 1970.2!                             +       *!!          .   .   . 0        !
 1970.3!                                  + * !!          .   . 0 .          !
 1970.4!                              *  +    !!          . 0 .   .          !
 1971.1!                        *   +         !!          .0  .   .          !
 1971.2!                        +    *        !!          .   .   0          !
 1971.3!                            +  *      !!          .   . 0 .          !
 1971.4!                             +        !!          .   0   .          !
 1972.1!                            + *       !!          .   . 0 .          !
 1972.2!                             +   *    !!          .   .  0.          !
 1972.3!                               + *    !!          .   . 0 .          !
 1972.4!                          *    +      !!          0   .   .          !
 1973.1!                          +        *  !!          .   .   .  0       !
 1973.2!                              * +     !!          . 0 .   .          !
 1973.3!                            +*        !!          .   .0  .          !
 1973.4!                           *+         !!          .  0.   .          !
 1974.1!                          +    *      !!          .   .   0          !
 1974.2!                            *+        !!          .   0   .          !
 1974.3!                           +     *    !!          .   .   0          !
 1974.4!                          *   +       !!          .0  .   .          !
 1975.1!                         + *          !!          .   . 0 .          !
 1975.2!                        * +           !!          .  0.   .          !
 1975.3!                        +             !!          .   0   .          !
 1975.4!                        + *           !!          .   .0  .          !
 1976.1!                         +   *        !!          .   .  0.          !
 1976.2!                            + *       !!          .   . 0 .          !
 1976.3!                            +  *      !!          .   . 0 .          !
 1976.4!                         *   +        !!          .0  .   .          !
 1977.1!                        +             !!          .   0   .          !
 1977.2!                       +     *        !!          .   .   0          !
 1977.3!                           + *        !!          .   .0  .          !
 1977.4!                      *    +          !!          0   .   .          !
 1978.1!                       +   *          !!          .   .  0.          !
 1978.2!                      *   +           !!          .0  .   .          !
 1978.3!                       +   *          !!          .   .  0.          !
 1978.4!                        * +           !!          .  0.   .          !
 1979.1!                        +             !!          .   0   .          !
 1979.2!                   *    +             !!          0   .   .          !
 1979.3!                    +  *              !!          .   . 0 .          !
 1979.4!             *         +              !!       0  .   .   .          !
 1980.1!                + *                   !!          .   . 0 .          !
 1980.2!                 * +                  !!          .  0.   .          !
 1980.3!                  +  *                !!          .   . 0 .          !
 1980.4!                  *  +                !!          . 0 .   .          !
 1981.1!               *   +                  !!          .0  .   .          !
 1981.2!                +                     !!          .   0   .          !
 1981.3!                 +*                   !!          .   .0  .          !
 1981.4!                *  +                  !!          . 0 .   .          !
 1982.1!               * +                    !!          . 0 .   .          !
 1982.2!                +*                    !!          .   .0  .          !
 1982.3!                  +   *               !!          .   .  0.          !
 1982.4!             *       +                !!        0 .   .   .          !
 1983.1!               +          *           !!          .   .   .   0      !
 1983.2!                         +      *     !!          .   .   . 0        !
 1983.3!                            *+        !!          .  0.   .          !
 1983.4!                          +           !!          .   0   .          !
 1984.1!                        +   *         !!          .   . 0 .          !
 1984.2!                        * +           !!          .  0.   .          !
 1984.3!                       +              !!          .   0   .          !
 1984.4!                      *+              !!          .   0   .          !
 1985.1!                     +     *          !!          .   .   0          !
 1985.2!                         + *          !!          .   . 0 .          !
 1985.3!                         +            !!          .   0   .          !
 1985.4!                       *+             !!          .  0.   .          !
 1986.1!                       +    *         !!          .   .   0          !
 1986.2!                        *  +          !!          . 0 .   .          !
 1986.3!                         +     *      !!          .   .   0          !
 1986.4!                           * +        !!          . 0 .   .          !
 1987.1!                           +  *       !!          .   . 0 .          !
 1987.2!                            *+        !!          .  0.   .          !
 1987.3!                            +         *!          .   .   .   0      !
 1987.4!                                  *+  !!          .   0   .          !
 1988.1!                            *   +     !!          .0  .   .          !
 1988.2!                           +         *!!          .   .   .  0       !
 1988.3!                                 *+   !!          .  0.   .          !
 1988.4!                            *  +      !!          . 0 .   .          !
 1989.1!                           + *        !!          .   . 0 .          !
 1989.2!                            + *       !!          .   . 0 .          !
 1989.3!                             + *      !!          .   .0  .          !
 1989.4!                       *     +        !!          0   .   .          !
 1990.1!                  *     +             !!          0   .   .          !
 1990.2!                    +         *       !!          .   .   .  0       !
 1990.3!                             +   *    !!          .   .  0.          !
 1990.4!                        *     +       !!          0   .   .          !
 1991.1!                         + *          !!          .   . 0 .          !
 1991.2!                       *   +          !!          .0  .   .          !
 1991.3!                       *+             !!          .  0.   .          !
 1991.4!               *        +             !!        0 .   .   .          !
 1992.1!                  +            *      !!          .   .   .    0     !
 1992.2!                       *      +       !!         0.   .   .          !
 1992.3!                        + *           !!          .   . 0 .          !
 1992.4!                      *   +           !!          .0  .   .          !
 1993.1!                       +     *        !!          .   .   0          !
 1993.2!                      *     +         !!         0.   .   .          !
 1993.3!                        +*            !!          .   .0  .          !
 1993.4!                        * +           !!          . 0 .   .          !
 1994.1!                         +  *         !!          .   . 0 .          !
 1994.2!                            +   *     !!          .   .  0.          !
 1994.3!                             * +      !!          . 0 .   .          !
 1994.4!                        *   +         !!          .0  .   .          !
 1995.1!                         +  *         !!          .   .  0.          !
 1995.2!                       *    +         !!          0   .   .          !
 1995.3!                        +  *          !!          .   . 0 .          !
 1995.4!                     *      +         !!         0.   .   .          !
 1996.1!                       +*             !!          .   .0  .          !
 1996.2!                        *+            !!          .  0.   .          !
 1996.3!                     *   +            !!          .0  .   .          !
 1996.4!                   *   +              !!          .0  .   .          !
 1997.1!                    *+                !!          .  0.   .          !
 1997.2!                      +   *           !!          .   .  0.          !
 1997.3!                           +          !!          .   0   .          !
 1997.4!                      *    +          !!          .0  .   .          !
 1998.1!                       *+             !!          .  0.   .          !
 1998.2!                       *+             !!          .  0.   .          !
 1998.3!                         + *          !!          .   . 0 .          !
 1998.4!                       *    +         !!          0   .   .          !
 1999.1!                        *+            !!          .  0.   .          !
 1999.2!                       * +            !!          .  0.   .          !
 1999.3!                       *+             !!          .  0.   .          !
 1999.4!                *       +             !!        0 .   .   .          !
 2000.1!             *    +                   !!          0   .   .          !
 2000.2!            *   +                     !!          .0  .   .          !
 2000.3!            *  +                      !!          . 0 .   .          !
 2000.4!            *  +                      !!          . 0 .   .          !
 2001.1!               +                      !!          .  0.   .          !
 2001.2!               * +                    !!          . 0 .   .          !
 2001.3!                 +*                   !!          .   0   .          !
 2001.4!                *   +                 !!          .0  .   .          !
 2002.1!                   +    *             !!          .   .   0          !
 2002.2!                  *     +             !!          0   .   .          !
 2002.3!                    +     *           !!          .   .   0          !
 2002.4!              *          +            !!      0   .   .   .          !
 2003.1!               * +                    !!          .  0.   .          !
 2003.2!                  +    *              !!          .   .  0.          !
 2003.3!              *        +              !!       0  .   .   .          !
 2003.4!            *    +                    !!          0   .   .          !
 2004.1!            *   +                     !!          .0  .   .          !
 2004.2!         *      +                     !!         0.   .   .          !
 2004.3!           * +                        !!          . 0 .   .          !
 2004.4!     *        +                       !!       0  .   .   .          !
 2005.1!    *     +                           !!          0   .   .          !
 2005.2!    *    +                            !!          .0  .   .          !
 2005.3!    *   +                             !!          .0  .   .          !
 2005.4!  *     +                             !!          0   .   .          !
 2006.1!     *+                               !!          .  0.   .          !
 2006.2*         +                            !!       0  .   .   .          !
 2006.3!   *+                                 !!          .  0.   .          !
 2006.4!*      +                              !!        0 .   .   .          !
 2007.1!     +   *                            !!          .   . 0 .          !
 2007.2!           +              *           !!          .   .   .      0   !
 2007.3!                       +     *        !!          .   .   0          !
 2007.4!                        *+            !!          .   0   .          !
 2008.1!                     +             *  !!          .   .   .     0    !
 2008.2!        *                   +         !0          .   .   .          !
 2008.3!         +    *                       !!          .   .   0          !
 2008.4!              *+                      !!          .  0.   .          !
 2009.1!               +                      !!          .   0   .          !
 2009.2!                 +    *               !!          .   .   0          !
 2009.3!                     +   *            !!          .   .  0.          !
 2009.4!                    *  +              !!          . 0 .   .          !
 2010.1!                   +    *             !!          .   .   0          !
 2010.2!                   *  +               !!          .0  .   .          !
 2010.3!             *    +                   !!          0   .   .          !
 2010.4!              +*                      !!          .   .0  .          !
 2011.1!        *     +                       !!         0.   .   .          !
 2011.2!         +       *                    !!          .   .   . 0        !
 2011.3!                + *                   !!          .   . 0 .          !
 2011.4!        *        +                    !!       0  .   .   .          !
 2012.1!         +     *                      !!          .   .   0          !
 2012.2!              +      *                !!          .   .   .0         !
 2012.3!                * +                   !!          . 0 .   .          !
 2012.4!               + *                    !!          .   . 0 .          !


     28.19 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ   473 LAASWST C LASWST(-1) PSWST;SMPL 1966.1 2012.4;OLS;EST  473 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGRST=GRPX$Q/STPMM;                                                     
 GENR LAAGRST=LOG(AAGRST+.00001);                                             
 GENR LAGRST=LOG(AGRST+.00001);                                               
 LHS AAGRST=EXP(LAAGRST)-.00001;                                              
  EQ  474 LAAGRST C LAGRST(-1) PGRST;                                         
EQUATION 575  LAAGRST  
   RHS     C  LAGRST(-1)  PGRST  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  575 PLOT=0;END;                                                     

Equation number =  575
**********************

Dependent variable = LAAGRST 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.771284292

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.871159485       0.424809843  -6.75869     1.000000
12134 LAGRST  ( -1)       0.349706593       0.067421761   5.18685    -6.770339
12132 PGRST   (  0)      -1.543302796       0.318668504  -4.84297     0.992995

SE of equation            =     0.363011234
Sum of squared residuals  =  24.3787739       0.446203074E-10
Average absolute error    =     0.264284069
Sum of ABS residuals      =  49.6854050    
R squared                 =   0.32915
Durbin-Watson statistic   =   2.18178
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!           *   +                      !!           0  .  .           !
 1966.2!              +                       !!           .  0  .           !
 1966.3!              *+                      !!           . 0.  .           !
 1966.4!   *           +                      !!     0     .  .  .           !
 1967.1!           +     *                    !!           .  .  .0          !
 1967.2!                +     *               !!           .  .  .0          !
 1967.3!              *   +                   !!           .0 .  .           !
 1967.4!               +        *             !!           .  .  .  0        !
 1968.1!           *      +                   !!         0 .  .  .           !
 1968.2!              +    *                  !!           .  .  0           !
 1968.3!               *+                     !!           . 0.  .           !
 1968.4!               + *                    !!           .  .0 .           !
 1969.1!*              +                      !!    0      .  .  .           !
 1969.2!          + *                         !!           .  .0 .           !
 1969.3!              +                       !!           .  0  .           !
 1969.4!        *       +                     !!         0 .  .  .           !
 1970.1!              +*                      !!           .  .0 .           !
 1970.2!               * +                    !!           . 0.  .           !
 1970.3!                 + *                  !!           .  . 0.           !
 1970.4!             *    +                   !!           0  .  .           !
 1971.1!           *    +                     !!          0.  .  .           !
 1971.2!        *       +                     !!         0 .  .  .           !
 1971.3!                +    *                !!           .  .  .0          !
 1971.4!                   *+                 !!           . 0.  .           !
 1972.1!                    +    *            !!           .  .  0           !
 1972.2!                *     +               !!          0.  .  .           !
 1972.3!                  +  *                !!           .  . 0.           !
 1972.4!         *        +                   !!        0  .  .  .           !
 1973.1!            +       *                 !!           .  .  . 0         !
 1973.2!               +      *               !!           .  .  .0          !
 1973.3!                +        *            !!           .  .  .  0        !
 1973.4!          *   +                       !!           0  .  .           !
 1974.1!          +   *                       !!           .  .  0           !
 1974.2!              +  *                    !!           .  . 0.           !
 1974.3!               +    *                 !!           .  .  0           !
 1974.4!      *           +                   !!      0    .  .  .           !
 1975.1!              +    *                  !!           .  .  .0          !
 1975.2!                   +                  !!           .  0  .           !
 1975.3!                   +*                 !!           .  .0 .           !
 1975.4!                *   +                 !!           0  .  .           !
 1976.1!             *    +                   !!           0  .  .           !
 1976.2!                +      *              !!           .  .  .0          !
 1976.3!                    +  *              !!           .  . 0.           !
 1976.4!                  +    *              !!           .  .  0           !
 1977.1!             *   +                    !!           0  .  .           !
 1977.2!              +*                      !!           .  .0 .           !
 1977.3!              +   *                   !!           .  .  0           !
 1977.4!               *+                     !!           .  0  .           !
 1978.1!              *  +                    !!           .0 .  .           !
 1978.2!                +                     !!           .  0  .           !
 1978.3!               *  +                   !!           .0 .  .           !
 1978.4!                 +*                   !!           .  .0 .           !
 1979.1!              *  +                    !!           .0 .  .           !
 1979.2!        *      +                      !!         0 .  .  .           !
 1979.3!           * +                        !!           .0 .  .           !
 1979.4*              +                       !!    0      .  .  .           !
 1980.1!          *+                          !!           .  0  .           !
 1980.2!              *+                      !!           . 0.  .           !
 1980.3!        *        +                    !!        0  .  .  .           !
 1980.4!       *       +                      !!         0 .  .  .           !
 1981.1!           * +                        !!           . 0.  .           !
 1981.2!           *  +                       !!           .0 .  .           !
 1981.3!             +*                       !!           .  0  .           !
 1981.4!               +     *                !!           .  .  .0          !
 1982.1!                   +                  !!           .  .0 .           !
 1982.2!                  + *                 !!           .  .0 .           !
 1982.3!                  +                   !!           . 0.  .           !
 1982.4!             *    +                   !!           0  .  .           !
 1983.1!                * +                   !!           . 0.  .           !
 1983.2!                   +  *               !!           .  . 0.           !
 1983.3!                  * +                 !!           . 0.  .           !
 1983.4!                   + *                !!           .  . 0.           !
 1984.1!                    +                 !!           .  0  .           !
 1984.2!                   +  *               !!           .  . 0.           !
 1984.3!                   +*                 !!           .  .0 .           !
 1984.4!                  +*                  !!           .  .0 .           !
 1985.1!                 +        *           !!           .  .  .  0        !
 1985.2!                    +  *              !!           .  . 0.           !
 1985.3!                   +  *               !!           .  . 0.           !
 1985.4!                    + *               !!           .  .0 .           !
 1986.1!                     +                !!           .  0  .           !
 1986.2!                     +      *         !!           .  .  . 0         !
 1986.3!                       +   *          !!           .  . 0.           !
 1986.4!                       +              !!           .  0  .           !
 1987.1!                      +  *            !!           .  . 0.           !
 1987.2!                     * +              !!           .0 .  .           !
 1987.3!                     +      *         !!           .  .  . 0         !
 1987.4!                        + *           !!           .  .0 .           !
 1988.1!                   *   +              !!           0  .  .           !
 1988.2!                 +                    !!           .  0  .           !
 1988.3!                   +   *              !!           .  .  0           !
 1988.4!                    *+                !!           . 0.  .           !
 1989.1!                   +  *               !!           .  . 0.           !
 1989.2!                   +*                 !!           .  0  .           !
 1989.3!                   +      *           !!           .  .  . 0         !
 1989.4!                     + *              !!           .  .0 .           !
 1990.1!                    +     *           !!           .  .  .0          !
 1990.2!                      +               !!           .  0  .           !
 1990.3!                     +*               !!           .  .0 .           !
 1990.4!                     +  *             !!           .  . 0.           !
 1991.1!                      +*              !!           .  .0 .           !
 1991.2!                      +     *         !!           .  .  .0          !
 1991.3!                        + *           !!           .  .0 .           !
 1991.4!                       + *            !!           .  . 0.           !
 1992.1!                       +       *      !!           .  .  . 0         !
 1992.2!                         +*           !!           .  .0 .           !
 1992.3!                       +   *          !!           .  . 0.           !
 1992.4!                       + *            !!           .  .0 .           !
 1993.1!                       +   *          !!           .  .  0           !
 1993.2!                        +  *          !!           .  .  0           !
 1993.3!                        +   *         !!           .  .  0           !
 1993.4!                     *  +             !!           .0 .  .           !
 1994.1!                     +  *             !!           .  . 0.           !
 1994.2!                       +*             !!           .  .0 .           !
 1994.3!                      *+              !!           . 0.  .           !
 1994.4!                      +*              !!           .  .0 .           !
 1995.1!                      +*              !!           .  .0 .           !
 1995.2!                      +*              !!           .  .0 .           !
 1995.3!                      +*              !!           .  0  .           !
 1995.4!                      +        *      !!           .  .  .  0        !
 1996.1!                     *  +             !!           .0 .  .           !
 1996.2!                     +        *       !!           .  .  .   0       !
 1996.3!                       *+             !!           .  0  .           !
 1996.4!              *      +                !!         0 .  .  .           !
 1997.1!                  +  *                !!           .  .0 .           !
 1997.2!                 *   +                !!           0  .  .           !
 1997.3!                   *+                 !!           . 0.  .           !
 1997.4!               *    +                 !!          0.  .  .           !
 1998.1!                   +                  !!           .  0  .           !
 1998.2!                 *   +                !!           0  .  .           !
 1998.3!                    +                 !!           .  0  .           !
 1998.4!             *       +                !!         0 .  .  .           !
 1999.1!                   +*                 !!           .  .0 .           !
 1999.2!                   * +                !!           .0 .  .           !
 1999.3!                    +                 !!           .  0  .           !
 1999.4!                *    +                !!           0  .  .           !
 2000.1!                *   +                 !!           .0 .  .           !
 2000.2!                  * +                 !!           . 0.  .           !
 2000.3!                 *  +                 !!           .0 .  .           !
 2000.4!                  * +                 !!           . 0.  .           !
 2001.1!                  * +                 !!           .0 .  .           !
 2001.2!                   *+                 !!           . 0.  .           !
 2001.3!                     +  *             !!           .  . 0.           !
 2001.4!                *     +               !!          0.  .  .           !
 2002.1!                   +*                 !!           .  .0 .           !
 2002.2!                 *  +                 !!           .0 .  .           !
 2002.3!                *  +                  !!           .0 .  .           !
 2002.4!              *    +                  !!           0  .  .           !
 2003.1!                  +  *                !!           .  . 0.           !
 2003.2!                 *  +                 !!           .0 .  .           !
 2003.3!                  + *                 !!           .  .0 .           !
 2003.4!                 * +                  !!           . 0.  .           !
 2004.1!                 +                    !!           .  0  .           !
 2004.2!                *+                    !!           . 0.  .           !
 2004.3!                 +  *                 !!           .  . 0.           !
 2004.4!                 *+                   !!           . 0.  .           !
 2005.1!             *   +                    !!           0  .  .           !
 2005.2!                + *                   !!           .  .0 .           !
 2005.3!              *  +                    !!           .0 .  .           !
 2005.4!                +*                    !!           .  .0 .           !
 2006.1!              *  +                    !!           .0 .  .           !
 2006.2!               +*                     !!           .  0  .           !
 2006.3!              * +                     !!           .0 .  .           !
 2006.4!              * +                     !!           . 0.  .           !
 2007.1!                +*                    !!           .  .0 .           !
 2007.2!             *   +                    !!           .0 .  .           !
 2007.3!               +                      !!           .  0  .           !
 2007.4!            *  +                      !!           .0 .  .           !
 2008.1!              +                       !!           .  0  .           !
 2008.2!             +*                       !!           .  .0 .           !
 2008.3!             +                    *   !!           .  .  .          0!
 2008.4!                  *   +               !!           0  .  .           !
 2009.1!                 +                    !!           .  0  .           !
 2009.2!                +                     *!           .  .  .           0
 2009.3!                 *     +              !!          0.  .  .           !
 2009.4!               +    *                 !!           .  .  .0          !
 2010.1!                 +  *                 !!           .  . 0.           !
 2010.2!              *  +                    !!           .0 .  .           !
 2010.3!             * +                      !!           . 0.  .           !
 2010.4!              +   *                   !!           .  .  0           !
 2011.1!               +                      !!           .  0  .           !
 2011.2!            *+                        !!           . 0.  .           !
 2011.3!    *       +                         !!        0  .  .  .           !
 2011.4!          + *                         !!           .  . 0.           !
 2012.1!            +  *                      !!           .  . 0.           !
 2012.2!      *       +                       !!         0 .  .  .           !
 2012.3!      *    +                          !!           0  .  .           !
 2012.4!          *+                          !!           .  0  .           !


     22.87 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRST=IRPX$Q/STPMM;                                                     
 GENR LAAIRST=LOG(AAIRST+.00001);                                             
 GENR LAIRST=LOG(AIRST+.00001);                                               
 LHS AAIRST=EXP(LAAIRST)-.00001;                                              
  EQ  475 LAAIRST C LAIRST(-1) PIRST;                                         
EQUATION 576  LAAIRST  
   RHS     C  LAIRST(-1)  PIRST  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  576 PLOT=0;END;                                                     

Equation number =  576
**********************

Dependent variable = LAAIRST 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.461927708

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.285547128       0.223116956   1.27981     1.000000
12137 LAIRST  ( -1)       0.953327738       0.022603853  42.17545    -5.483457
12135 PIRST   (  0)      -0.452831725       0.268601664  -1.68589     1.148204

SE of equation            =     0.266278318
Sum of squared residuals  =  13.1172664       0.718931581E-10
Average absolute error    =     0.205889239
Sum of ABS residuals      =  38.7071770    
R squared                 =   0.96589
Durbin-Watson statistic   =   2.84431
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!   * +                                !!         .0   .    .         !
 1966.2! * +                                  !!         0    .    .         !
 1966.3*  +                                   !!        0.    .    .         !
 1966.4!+   *                                 !!         .    .    .  0      !
 1967.1!  * +                                 !!         0    .    .         !
 1967.2!* +                                   !!         .0   .    .         !
 1967.3! + *                                  !!         .    .    0         !
 1967.4!    +*                                !!         .    .   0.         !
 1968.1*      +                               !0         .    .    .         !
 1968.2!+ *                                   !!         .    .   0.         !
 1968.3!  +                                   !!         .    0    .         !
 1968.4!*  +                                  !!      0  .    .    .         !
 1969.1!+                                     !!         .   0.    .         !
 1969.2! + *                                  !!         .    .    0         !
 1969.3!   + *                                !!         .    .  0 .         !
 1969.4!     +   *                            !!         .    .    .   0     !
 1970.1!   *      +                           !0         .    .    .         !
 1970.2!   *+                                 !!         . 0  .    .         !
 1970.3!   + *                                !!         .    .  0 .         !
 1970.4!     +                                !!         .    0    .         !
 1971.1!     *+                               !!         . 0  .    .         !
 1971.2!    *+                                !!         .0   .    .         !
 1971.3!   *+                                 !!         .  0 .    .         !
 1971.4!    + *                               !!         .    .    .0        !
 1972.1!   *   +                              !!      0  .    .    .         !
 1972.2!   +*                                 !!         .    .0   .         !
 1972.3!    + *                               !!         .    .   0.         !
 1972.4!     *+                               !!         .0   .    .         !
 1973.1!     + *                              !!         .    .   0.         !
 1973.2!  *   +                               !!     0   .    .    .         !
 1973.3!  +  *                                !!         .    .    .0        !
 1973.4!      +  *                            !!         .    .    .  0      !
 1974.1!     *   +                            !!     0   .    .    .         !
 1974.2!      +*                              !!         .    . 0  .         !
 1974.3!     *  +                             !!        0.    .    .         !
 1974.4!      +*                              !!         .    .  0 .         !
 1975.1!       *+                             !!         .   0.    .         !
 1975.2!     *  +                             !!         0    .    .         !
 1975.3!      + *                             !!         .    .    0         !
 1975.4!        +                             !!         .  0 .    .         !
 1976.1!        +*                            !!         .    . 0  .         !
 1976.2!         +                            !!         .   0.    .         !
 1976.3!        *+                            !!         .  0 .    .         !
 1976.4!         +*                           !!         .    . 0  .         !
 1977.1!      *   +                           !!    0    .    .    .         !
 1977.2!      + *                             !!         .    .    0         !
 1977.3!       * +                            !!         .0   .    .         !
 1977.4!       +  *                           !!         .    .    .0        !
 1978.1!          +                           !!         .    0    .         !
 1978.2!          *+                          !!         .   0.    .         !
 1978.3!        * +                           !!         .0   .    .         !
 1978.4!         + *                          !!         .    .    0         !
 1979.1!           +                          !!         .    .0   .         !
 1979.2!        *  +                          !!       0 .    .    .         !
 1979.3!        +  *                          !!         .    .    0         !
 1979.4!       *   +                          !!     0   .    .    .         !
 1980.1!        +*                            !!         .    . 0  .         !
 1980.2!         +*                           !!         .    . 0  .         !
 1980.3!         * +                          !!         .0   .    .         !
 1980.4!         +  *                         !!         .    .    .0        !
 1981.1!            +                         !!         .  0 .    .         !
 1981.2!           *+                         !!         .  0 .    .         !
 1981.3!            +*                        !!         .    . 0  .         !
 1981.4!            *+                        !!         .   0.    .         !
 1982.1!             +                        !!         .    0    .         !
 1982.2!             +*                       !!         .    .  0 .         !
 1982.3!              *+                      !!         .    0    .         !
 1982.4!               +                      !!         .    .0   .         !
 1983.1!               +                      !!         .    0    .         !
 1983.2!               +*                     !!         .    .0   .         !
 1983.3!                +                     !!         .    .0   .         !
 1983.4!                +                     !!         .   0.    .         !
 1984.1!                +*                    !!         .    . 0  .         !
 1984.2!                 +                    !!         .    0    .         !
 1984.3!               * +                    !!         .0   .    .         !
 1984.4!                + *                   !!         .    .    0         !
 1985.1!                  +                   !!         .    0    .         !
 1985.2!                  +*                  !!         .    .  0 .         !
 1985.3!                  *+                  !!         . 0  .    .         !
 1985.4!                 + *                  !!         .    .  0 .         !
 1986.1!                  *+                  !!         .    0    .         !
 1986.2!                  +  *                !!         .    .    .0        !
 1986.3!                  *  +                !!        0.    .    .         !
 1986.4!                  +*                  !!         .    .  0 .         !
 1987.1!                    +*                !!         .    . 0  .         !
 1987.2!                   * +                !!         .0   .    .         !
 1987.3!                   +*                 !!         .    .0   .         !
 1987.4!                   *+                 !!         .  0 .    .         !
 1988.1!                   +                  !!         .   0.    .         !
 1988.2!                  *+                  !!         .  0 .    .         !
 1988.3!                  +                   !!         .    0    .         !
 1988.4!                 *+                   !!         .   0.    .         !
 1989.1!                 + *                  !!         .    .   0.         !
 1989.2!                  +  *                !!         .    .    0         !
 1989.3!                   *+                 !!         .0   .    .         !
 1989.4!                  +                   !!         .   0.    .         !
 1990.1!                  +  *                !!         .    .    .  0      !
 1990.2!                    *+                !!         .  0 .    .         !
 1990.3!                    +                 !!         .  0 .    .         !
 1990.4!                    +*                !!         .    . 0  .         !
 1991.1!                     +*               !!         .    .0   .         !
 1991.2!                    * +               !!         .0   .    .         !
 1991.3!                    +                 !!         .    0    .         !
 1991.4!                    +  *              !!         .    .    0         !
 1992.1!                      +               !!         .  0 .    .         !
 1992.2!                     + *              !!         .    .   0.         !
 1992.3!                     * +              !!         0    .    .         !
 1992.4!                     +*               !!         .    .  0 .         !
 1993.1!                      + *             !!         .    .  0 .         !
 1993.2!                        +             !!         .    0    .         !
 1993.3!                      * +             !!         0    .    .         !
 1993.4!                      +  *            !!         .    .    . 0       !
 1994.1!                         +*           !!         .    .   0.         !
 1994.2!                         *+           !!         .  0 .    .         !
 1994.3!                       * +            !!         .0   .    .         !
 1994.4!                       +*             !!         .    . 0  .         !
 1995.1!                        +             !!         .   0.    .         !
 1995.2!                        + *           !!         .    .   0.         !
 1995.3!                          +           !!         .    0    .         !
 1995.4!                          +*          !!         .    . 0  .         !
 1996.1!                           +          !!         .    .0   .         !
 1996.2!                          *+          !!         . 0  .    .         !
 1996.3!                         *+           !!         .  0 .    .         !
 1996.4!                         +*           !!         .    . 0  .         !
 1997.1!                          +           !!         .    0    .         !
 1997.2!                          +           !!         .    .0   .         !
 1997.3!                          +           !!         .    0    .         !
 1997.4!                          + *         !!         .    .  0 .         !
 1998.1!                           +          !!         .    0    .         !
 1998.2!                           +          !!         .    0    .         !
 1998.3!                           +  *       !!         .    .    .0        !
 1998.4!                             +*       !!         .    . 0  .         !
 1999.1!                              +       !!         .    .0   .         !
 1999.2!                              + *     !!         .    .   0.         !
 1999.3!                               *+     !!         .   0.    .         !
 1999.4!                               +*     !!         .    .0   .         !
 2000.1!                             * +      !!         .0   .    .         !
 2000.2!                             + *      !!         .    .    0         !
 2000.3!                               + *    !!         .    .   0.         !
 2000.4!                                 +*   !!         .    . 0  .         !
 2001.1!                                *+    !!         . 0  .    .         !
 2001.2!                                + *   !!         .    .   0.         !
 2001.3!                                 +    *!         .    .    .     0   !
 2001.4!                                *    +!!   0     .    .    .         !
 2002.1!                                +   * !!         .    .    .  0      !
 2002.2!                                   +* !!         .    . 0  .         !
 2002.3!                                   *+ !!         .    0    .         !
 2002.4!                                 * +  !!         .0   .    .         !
 2003.1!                                 +  * !!         .    .    .  0      !
 2003.2!                                  * + !!         . 0  .    .         !
 2003.3!                                * +   !!         0    .    .         !
 2003.4!                                +  *  !!         .    .    .  0      !
 2004.1!                                   + *!!         .    .    0         !
 2004.2!                                 *   +!!     0   .    .    .         !
 2004.3!                                 + *  !!         .    .    0         !
 2004.4!                                  *+  !!         . 0  .    .         !
 2005.1!                                  + * !!         .    .   0.         !
 2005.2!                                    + !!         .    .0   .         !
 2005.3!                                  * + !!         0    .    .         !
 2005.4!                                  +   !!         .    0    .         !
 2006.1!                              *   +   !!      0  .    .    .         !
 2006.2!                               +*     !!         .    .  0 .         !
 2006.3!                                +*    !!         .    .0   .         !
 2006.4!                                 +*   !!         .    .  0 .         !
 2007.1!                                  +*  !!         .    . 0  .         !
 2007.2!                                   +  !!         .    0    .         !
 2007.3!                                *  +  !!       0 .    .    .         !
 2007.4!                                +  *  !!         .    .    0         !
 2008.1!                              *    +  !!   0     .    .    .         !
 2008.2!                               +   *  !!         .    .    .    0    !
 2008.3!                                *   + !!      0  .    .    .         !
 2008.4!                              * +     !!         .0   .    .         !
 2009.1!                               + *    !!         .    .    0         !
 2009.2!                                 +    !!         .   0.    .         !
 2009.3!                               * +    !!         .0   .    .         !
 2009.4!                               *+     !!         . 0  .    .         !
 2010.1!                               +  *   !!         .    .    . 0       !
 2010.2!                                   +  !!         .    0    .         !
 2010.3!                               *   +  !!    0    .    .    .         !
 2010.4!                               +    * !!         .    .    .     0   !
 2011.1!                                 *  + !!       0 .    .    .         !
 2011.2!                                 *+   !!         .  0 .    .         !
 2011.3!                                  +   !!         .    0    .         !
 2011.4!                                 *+   !!         .  0 .    .         !
 2012.1!                                  +*  !!         .    .  0 .         !
 2012.2!                                   +  !!         .   0.    .         !
 2012.3!                                    +*!!         .    .  0 .         !
 2012.4!                                     +!!         .   0.    .         !


     27.66 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOST=POPX$Q/STPMM;                                                     
 GENR LAAPOST=LOG(AAPOST+.00001);                                             
 GENR LAPOST=LOG(APOST+.00001);                                               
 LHS AAPOST=EXP(LAAPOST)-.00001;                                              
  EQ  476 LAAPOST C LAPOST(-1) PPOST;                                         
EQUATION 577  LAAPOST  
   RHS     C  LAPOST(-1)  PPOST  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  577 PLOT=0;END;                                                     

Equation number =  577
**********************

Dependent variable = LAAPOST 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.813973415

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.426889319       0.302493021  -4.71710     1.000000
12140 LAPOST  ( -1)       0.740647476       0.049410081  14.98980    -5.813811
12138 PPOST   (  0)      -0.070191859       0.112047110  -0.62645     1.155395

SE of equation            =     0.204371317
Sum of squared residuals  =  7.72701252       0.102525100E-09
Average absolute error    =     0.142132739
Sum of ABS residuals      =  26.7209549    
R squared                 =   0.55396
Durbin-Watson statistic   =   2.57747
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!               *    +                 !!           0  .  .           !
 1966.2!                 +*                   !!           .  0  .           !
 1966.3!                  *+                  !!           . 0.  .           !
 1966.4!                  *+                  !!           . 0.  .           !
 1967.1!                *  +                  !!           .0 .  .           !
 1967.2!                  + *                 !!           .  .0 .           !
 1967.3!                   * +                !!           . 0.  .           !
 1967.4!                  * +                 !!           . 0.  .           !
 1968.1!                *  +                  !!           .0 .  .           !
 1968.2!                  +*                  !!           .  0  .           !
 1968.3!                  * +                 !!           . 0.  .           !
 1968.4!                *   +                 !!           .0 .  .           !
 1969.1!                  +*                  !!           .  .0 .           !
 1969.2!                    + *               !!           .  .0 .           !
 1969.3!                 *     +              !!           0  .  .           !
 1969.4!                   +   *              !!           .  .  0           !
 1970.1!                 *     +              !!           0  .  .           !
 1970.2!                   +*                 !!           .  0  .           !
 1970.3!                    *+                !!           . 0.  .           !
 1970.4!                   * +                !!           . 0.  .           !
 1971.1!                    +                 !!           .  0  .           !
 1971.2!                     +*               !!           .  .0 .           !
 1971.3!                       + *            !!           .  .0 .           !
 1971.4!                        +  *          !!           .  .0 .           !
 1972.1!                          +           !!           .  0  .           !
 1972.2!                         + *          !!           .  .0 .           !
 1972.3!                          +   *       !!           .  . 0.           !
 1972.4!                             +*       !!           .  .0 .           !
 1973.1!                             +        !!           .  0  .           !
 1973.2!                            +  *      !!           .  . 0.           !
 1973.3!                             + *      !!           .  .0 .           !
 1973.4!                          *  +        !!           .0 .  .           !
 1974.1!                         + *          !!           .  .0 .           !
 1974.2!                          + *         !!           .  .0 .           !
 1974.3!                        *  +          !!           .0 .  .           !
 1974.4!                        +       *     !!           .  .  . 0         !
 1975.1!                              +   *   !!           .  . 0.           !
 1975.2!                          *    +      !!           0  .  .           !
 1975.3!                          +           !!           .  0  .           !
 1975.4!                    *    +            !!          0.  .  .           !
 1976.1!                     +  *             !!           .  . 0.           !
 1976.2!                  *     +             !!           0  .  .           !
 1976.3!                   + *                !!           .  .0 .           !
 1976.4!                     +  *             !!           .  .0 .           !
 1977.1!                       *+             !!           .  0  .           !
 1977.2!                    *  +              !!           .0 .  .           !
 1977.3!                     +*               !!           .  0  .           !
 1977.4!                      +  *            !!           .  .0 .           !
 1978.1!                         + *          !!           .  .0 .           !
 1978.2!                         *+           !!           . 0.  .           !
 1978.3!                       * +            !!           . 0.  .           !
 1978.4*                       +              !0           .  .  .           !
 1979.1!      +                *              !!           .  .  .       0   !
 1979.2!                       + *            !!           .  .0 .           !
 1979.3!                         +       *    !!           .  .  . 0         !
 1979.4!                           *   +      !!           .0 .  .           !
 1980.1!                           +   *      !!           .  . 0.           !
 1980.2!                             +        *!           .  .  . 0         !
 1980.3!                             *     +  !!           0  .  .           !
 1980.4!                            +        *!!           .  .  .  0        !
 1981.1!                             *    +   !!           0  .  .           !
 1981.2!                            +     *   !!           .  .  .0          !
 1981.3!                              *+      !!           . 0.  .           !
 1981.4!                            +       * !!           .  .  .0          !
 1982.1!                                +     !!           .  0  .           !
 1982.2!                         *    +       !!           0  .  .           !
 1982.3!                        + *           !!           .  .0 .           !
 1982.4!                         +  *         !!           .  . 0.           !
 1983.1!                *          +          !!       0   .  .  .           !
 1983.2!                  +              *    !!           .  .  .      0    !
 1983.3!                        *      +      !!          0.  .  .           !
 1983.4!                  *    +              !!           0  .  .           !
 1984.1!                   +        *         !!           .  .  . 0         !
 1984.2!                   *       +          !!         0 .  .  .           !
 1984.3!                    +  *              !!           .  . 0.           !
 1984.4!                       +*             !!           .  .0 .           !
 1985.1!                        +             !!           .  0  .           !
 1985.2!                    *   +             !!           .0 .  .           !
 1985.3!                     +  *             !!           .  . 0.           !
 1985.4!                       +   *          !!           .  . 0.           !
 1986.1!                          +*          !!           .  0  .           !
 1986.2!                         *+           !!           .  0  .           !
 1986.3!                         + *          !!           .  . 0.           !
 1986.4!                           +   *      !!           .  .  0           !
 1987.1!                             *+       !!           .  0  .           !
 1987.2!                           *+         !!           . 0.  .           !
 1987.3!                          + *         !!           .  .0 .           !
 1987.4!                           +    *     !!           .  .  0           !
 1988.1!                            * +       !!           . 0.  .           !
 1988.2!                          *+          !!           .  0  .           !
 1988.3!                         *+           !!           .  0  .           !
 1988.4!                         +   *        !!           .  .  0           !
 1989.1!                        *   +         !!           0  .  .           !
 1989.2!                        +  *          !!           .  . 0.           !
 1989.3!                          +*          !!           .  .0 .           !
 1989.4!                          + *         !!           .  .0 .           !
 1990.1!                           + *        !!           .  .0 .           !
 1990.2!                            +  *      !!           .  . 0.           !
 1990.3!                              +*      !!           .  .0 .           !
 1990.4!                             +   *    !!           .  . 0.           !
 1991.1!                               + *    !!           .  .0 .           !
 1991.2!                               +      !!           .  0  .           !
 1991.3!                             + *      !!           .  .0 .           !
 1991.4!                             +   *    !!           .  .  0           !
 1992.1!                               + *    !!           .  .0 .           !
 1992.2!                               +*     !!           .  0  .           !
 1992.3!                              +    *  !!           .  .  0           !
 1992.4!                                +     !!           .  0  .           !
 1993.1!                              + *     !!           .  .0 .           !
 1993.2!                              +*      !!           .  0  .           !
 1993.3!                             + *      !!           .  .0 .           !
 1993.4!                             + *      !!           .  .0 .           !
 1994.1!                         *   +        !!           0  .  .           !
 1994.2!                         +   *        !!           .  . 0.           !
 1994.3!                           +         *!!           .  .  .  0        !
 1994.4!                              *  +    !!           .0 .  .           !
 1995.1!                            +     *   !!           .  .  .0          !
 1995.2!                                + *   !!           .  . 0.           !
 1995.3!                                +*    !!           .  .0 .           !
 1995.4!                               +     *!!           .  .  .0          !
 1996.1!                                  +  *!!           .  . 0.           !
 1996.2!                                 *+   !!           . 0.  .           !
 1996.3!                          *    +      !!           0  .  .           !
 1996.4!                          +   *       !!           .  .  0           !
 1997.1!                             +        !!           .  0  .           !
 1997.2!                           *+         !!           . 0.  .           !
 1997.3!                        * +           !!           . 0.  .           !
 1997.4!                        +  *          !!           .  . 0.           !
 1998.1!                        * +           !!           . 0.  .           !
 1998.2!                        +*            !!           .  .0 .           !
 1998.3!                       * +            !!           . 0.  .           !
 1998.4!                       + *            !!           .  .0 .           !
 1999.1!                        *+            !!           . 0.  .           !
 1999.2!                       *+             !!           .  0  .           !
 1999.3!                     * +              !!           . 0.  .           !
 1999.4!                    * +               !!           . 0.  .           !
 2000.1!                  *  +                !!           .0 .  .           !
 2000.2!                    +                 !!           .  0  .           !
 2000.3!                 *   +                !!           .0 .  .           !
 2000.4!                  *+                  !!           .  0  .           !
 2001.1!                 *  +                 !!           .0 .  .           !
 2001.2!                  *+                  !!           . 0.  .           !
 2001.3!                  *+                  !!           . 0.  .           !
 2001.4!                    +                 !!           .  0  .           !
 2002.1!                    *+                !!           . 0.  .           !
 2002.2!                     +                !!           .  0  .           !
 2002.3!                      +               !!           .  0  .           !
 2002.4!                     * +              !!           . 0.  .           !
 2003.1!                      + *             !!           .  .0 .           !
 2003.2!                       *+             !!           . 0.  .           !
 2003.3!                       +              !!           .  0  .           !
 2003.4!                        + *           !!           .  .0 .           !
 2004.1!                        *+            !!           . 0.  .           !
 2004.2!                     *  +             !!           .0 .  .           !
 2004.3!                     *+               !!           . 0.  .           !
 2004.4!                      + *             !!           .  .0 .           !
 2005.1!                   *    +             !!           0  .  .           !
 2005.2!                 *  +                 !!           .0 .  .           !
 2005.3!                 * +                  !!           . 0.  .           !
 2005.4!                  *+                  !!           .  0  .           !
 2006.1!                   *+                 !!           . 0.  .           !
 2006.2!                  * +                 !!           . 0.  .           !
 2006.3!                 *  +                 !!           .0 .  .           !
 2006.4!                 * +                  !!           . 0.  .           !
 2007.1!                *  +                  !!           .0 .  .           !
 2007.2!                 * +                  !!           . 0.  .           !
 2007.3!               *   +                  !!           .0 .  .           !
 2007.4!                  +                   !!           .  0  .           !
 2008.1!                 *  +                 !!           .0 .  .           !
 2008.2!                   +*                 !!           .  .0 .           !
 2008.3!                  *  +                !!           .0 .  .           !
 2008.4!                 *  +                 !!           .0 .  .           !
 2009.1!                *  +                  !!           .0 .  .           !
 2009.2!                  +                   !!           .  0  .           !
 2009.3!                   *+                 !!           .  0  .           !
 2009.4!                     +                !!           .  0  .           !
 2010.1!                  *   +               !!           .0 .  .           !
 2010.2!                  * +                 !!           . 0.  .           !
 2010.3!                *   +                 !!           0  .  .           !
 2010.4!                  +                   !!           .  0  .           !
 2011.1!               *    +                 !!           0  .  .           !
 2011.2!                 +                    !!           .  0  .           !
 2011.3!               *   +                  !!           .0 .  .           !
 2011.4!               * +                    !!           .0 .  .           !
 2012.1!                *+                    !!           . 0.  .           !
 2012.2!                 *+                   !!           . 0.  .           !
 2012.3!                 * +                  !!           . 0.  .           !
 2012.4!                   +                  !!           .  0  .           !


     19.15 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPST=SPPX$Q/STPMM;                                                     
 GENR LAASPST=LOG(AASPST+.00001);                                             
 GENR LASPST=LOG(ASPST+.00001);                                               
 LHS AASPST=EXP(LAASPST)-.00001;                                              
  EQ  477 LAASPST C LASPST(-1) PSPST;                                         
EQUATION 578  LAASPST  
   RHS     C  LASPST(-1)  PSPST  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  578 PLOT=0;END;                                                     

Equation number =  578
**********************

Dependent variable = LAASPST 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.520324040

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.331908135       0.104866605  -3.16505     1.000000
12143 LASPST  ( -1)       0.866989432       0.035522366  24.40686    -4.530557
12141 PSPST   (  0)      -0.230111251       0.081133044  -2.83622     1.131933

SE of equation            =     0.131155500
Sum of squared residuals  =  3.18232654       0.281685786E-11
Average absolute error    =     0.103098128
Sum of ABS residuals      =  19.3824480    
R squared                 =   0.91207
Durbin-Watson statistic   =   2.67223
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1+   *                                  !!        .     .     .  0     !
 1966.2!    +    *                            !!        .     .     .    0   !
 1966.3!  *      +                            !! 0      .     .     .        !
 1966.4*  +                                   !!        0     .     .        !
 1967.1!+   *                                 !!        .     .     .  0     !
 1967.2! *  +                                 !!        0     .     .        !
 1967.3! +  *                                 !!        .     .     .0       !
 1967.4!*   +                                 !!      0 .     .     .        !
 1968.1! +    *                               !!        .     .     .   0    !
 1968.2!    * +                               !!        .  0  .     .        !
 1968.3!    +                                 !!        .     0     .        !
 1968.4!  * +                                 !!        . 0   .     .        !
 1969.1!   +    *                             !!        .     .     .    0   !
 1969.2!        +*                            !!        .     . 0   .        !
 1969.3!      *  +                            !!        0     .     .        !
 1969.4!    *  +                              !!        0     .     .        !
 1970.1!   * +                                !!        .  0  .     .        !
 1970.2!     +*                               !!        .     .  0  .        !
 1970.3!       +                              !!        .     0     .        !
 1970.4!     *  +                             !!       0.     .     .        !
 1971.1!      +  *                            !!        .     .     .0       !
 1971.2!          +*                          !!        .     . 0   .        !
 1971.3!        *   +                         !!      0 .     .     .        !
 1971.4!         +*                           !!        .     .0    .        !
 1972.1!           +*                         !!        .     .  0  .        !
 1972.2!         *   +                        !!      0 .     .     .        !
 1972.3!          + *                         !!        .     .    0.        !
 1972.4!          *  +                        !!        0     .     .        !
 1973.1!          +*                          !!        .     . 0   .        !
 1973.2!           *+                         !!        .     0     .        !
 1973.3!            + *                       !!        .     .     0        !
 1973.4!         *    +                       !!   0    .     .     .        !
 1974.1!         +*                           !!        .     . 0   .        !
 1974.2!           +   *                      !!        .     .     . 0      !
 1974.3!              *+                      !!        .    0.     .        !
 1974.4!             *+                       !!        .    0.     .        !
 1975.1!              + *                     !!        .     .  0  .        !
 1975.2!               *+                     !!        .    0.     .        !
 1975.3!               +*                     !!        .     . 0   .        !
 1975.4!          *     +                     !!  0     .     .     .        !
 1976.1!           +    *                     !!        .     .     .  0     !
 1976.2!          *      +                    !! 0      .     .     .        !
 1976.3!           +  *                       !!        .     .     0        !
 1976.4!            *  +                      !!        0     .     .        !
 1977.1!            *+                        !!        .   0 .     .        !
 1977.2!             *+                       !!        .   0 .     .        !
 1977.3!            * +                       !!        0     .     .        !
 1977.4!             +                        !!        .     0     .        !
 1978.1!              *+                      !!        .     0     .        !
 1978.2!                +   *                 !!        .     .     .  0     !
 1978.3!                *   +                 !!     0  .     .     .        !
 1978.4!              *  +                    !!       0.     .     .        !
 1979.1!               +                      !!        .     .0    .        !
 1979.2!             *  +                     !!        0     .     .        !
 1979.3!             *+                       !!        .   0 .     .        !
 1979.4!           *  +                       !!        0     .     .        !
 1980.1!           * +                        !!        .  0  .     .        !
 1980.2!             + *                      !!        .     .   0 .        !
 1980.3!           *    +                     !!    0   .     .     .        !
 1980.4!             +   *                    !!        .     .     . 0      !
 1981.1!           *      +                   !0        .     .     .        !
 1981.2!             +*                       !!        .     .   0 .        !
 1981.3!                +   *                 !!        .     .     . 0      !
 1981.4!                  * +                 !!        .0    .     .        !
 1982.1!                   +                  !!        .    0.     .        !
 1982.2!                   *+                 !!        .   0 .     .        !
 1982.3!                   *+                 !!        .   0 .     .        !
 1982.4!                    +*                !!        .     .  0  .        !
 1983.1!                      +  *            !!        .     .     0        !
 1983.2!                          +*          !!        .     .  0  .        !
 1983.3!                          *+          !!        .   0 .     .        !
 1983.4!                        *  +          !!        0     .     .        !
 1984.1!                        +  *          !!        .     .     .0       !
 1984.2!                           +*         !!        .     .0    .        !
 1984.3!                        *   +         !!       0.     .     .        !
 1984.4!                      * +             !!        0     .     .        !
 1985.1!                      +  *            !!        .     .     .0       !
 1985.2!                       * +            !!        . 0   .     .        !
 1985.3!                        +             !!        .     . 0   .        !
 1985.4!                       * +            !!        . 0   .     .        !
 1986.1!                      *+              !!        .  0  .     .        !
 1986.2!                      +   *           !!        .     .     .  0     !
 1986.3!                         *+           !!        . 0   .     .        !
 1986.4!                       * +            !!        .0    .     .        !
 1987.1!                      *+              !!        .  0  .     .        !
 1987.2!                     * +              !!        .   0 .     .        !
 1987.3!                      +*              !!        .     .0    .        !
 1987.4!                       +              !!        .     0     .        !
 1988.1!                       +              !!        .     0     .        !
 1988.2!                    *  +              !!        .0    .     .        !
 1988.3!                    +*                !!        .     . 0   .        !
 1988.4!                 *   +                !!     0  .     .     .        !
 1989.1!                 +*                   !!        .     .0    .        !
 1989.2!                  +                   !!        .     0     .        !
 1989.3!                * +                   !!        . 0   .     .        !
 1989.4!                 +*                   !!        .     .  0  .        !
 1990.1!                  +    *              !!        .     .     .   0    !
 1990.2!                  *    +              !!    0   .     .     .        !
 1990.3!                  +    *              !!        .     .     .   0    !
 1990.4!                  *    +              !!    0   .     .     .        !
 1991.1!                  +    *              !!        .     .     .   0    !
 1991.2!                       +              !!        .     0     .        !
 1991.3!                   *   +              !!      0 .     .     .        !
 1991.4!                   +     *            !!        .     .     .     0  !
 1992.1!                     *   +            !!       0.     .     .        !
 1992.2!                     +*               !!        .     . 0   .        !
 1992.3!                   *  +               !!        0     .     .        !
 1992.4!                    +                 !!        .     .0    .        !
 1993.1!                    +                 !!        .    0.     .        !
 1993.2!                     + *              !!        .     .   0 .        !
 1993.3!                     * +              !!        . 0   .     .        !
 1993.4!                    * +               !!        .  0  .     .        !
 1994.1!                     +    *           !!        .     .     .    0   !
 1994.2!                       *  +           !!       0.     .     .        !
 1994.3!                      * +             !!        .  0  .     .        !
 1994.4!                    *  +              !!        .0    .     .        !
 1995.1!                     + *              !!        .     .  0  .        !
 1995.2!                     * +              !!        .0    .     .        !
 1995.3!                      +  *            !!        .     .     . 0      !
 1995.4!                     *   +            !!    0   .     .     .        !
 1996.1!                      +*              !!        .     .   0 .        !
 1996.2!                        +*            !!        .     . 0   .        !
 1996.3!                         +*           !!        .     . 0   .        !
 1996.4!                         *+           !!        .   0 .     .        !
 1997.1!                         +    *       !!        .     .     .  0     !
 1997.2!                         *   +        !!      0 .     .     .        !
 1997.3!                          +           !!        .     .0    .        !
 1997.4!                          *+          !!        .    0.     .        !
 1998.1!                       *  +           !!      0 .     .     .        !
 1998.2!                       +  *           !!        .     .    0.        !
 1998.3!                          +*          !!        .     . 0   .        !
 1998.4!                         * +          !!        . 0   .     .        !
 1999.1!                         +*           !!        .     0     .        !
 1999.2!                          +           !!        .     .0    .        !
 1999.3!                       *   +          !!        0     .     .        !
 1999.4!                    *   +             !!      0 .     .     .        !
 2000.1!                     + *              !!        .     .  0  .        !
 2000.2!                        +*            !!        .     . 0   .        !
 2000.3!                         +            !!        .     0     .        !
 2000.4!                       * +            !!        .0    .     .        !
 2001.1!                        +*            !!        .     . 0   .        !
 2001.2!                         +            !!        .     0     .        !
 2001.3!                          +           !!        .     .0    .        !
 2001.4!                         *+           !!        .  0  .     .        !
 2002.1!                         +            !!        .    0.     .        !
 2002.2!                         + *          !!        .     .  0  .        !
 2002.3!                          *+          !!        .   0 .     .        !
 2002.4!                          +           !!        .     0     .        !
 2003.1!                          + *         !!        .     . 0   .        !
 2003.2!                           +*         !!        .     0     .        !
 2003.3!                            + *       !!        .     .    0.        !
 2003.4!                            * +       !!        .  0  .     .        !
 2004.1!                            +         !!        .     0     .        !
 2004.2!                            +         !!        .    0.     .        !
 2004.3!                           +*         !!        .     .0    .        !
 2004.4!                            +         !!        .     .0    .        !
 2005.1!                            +     *   !!        .     .     .      0 !
 2005.2!                                 +  * !!        .     .     0        !
 2005.3!                                   +  !!        .     0     .        !
 2005.4!                                  +*  !!        .     .  0  .        !
 2006.1!                                  +*  !!        .     .  0  .        !
 2006.2!                                  +   !!        .     0     .        !
 2006.3!                                 +*   !!        .     . 0   .        !
 2006.4!                               * +    !!        .  0  .     .        !
 2007.1!                               +*     !!        .     . 0   .        !
 2007.2!                              *+      !!        .   0 .     .        !
 2007.3!                             +*       !!        .     . 0   .        !
 2007.4!                             +        !!        .     0     .        !
 2008.1!                            *+        !!        .    0.     .        !
 2008.2!                            + *       !!        .     .   0 .        !
 2008.3!                             +        !!        .     0     .        !
 2008.4!                            +         !!        .     0     .        !
 2009.1!                            +*        !!        .     . 0   .        !
 2009.2!                             +  *     !!        .     .     .0       !
 2009.3!                               +  *   !!        .     .     .0       !
 2009.4!                                 +    !!        .     0     .        !
 2010.1!                                +  *  !!        .     .     .0       !
 2010.2!                                  +*  !!        .     . 0   .        !
 2010.3!                                  +   !!        .     . 0   .        !
 2010.4!                                 +*   !!        .     .0    .        !
 2011.1!                                +     !!        .    0.     .        !
 2011.2!                               +  *   !!        .     .     .0       !
 2011.3!                                 +  * !!        .     .     .0       !
 2011.4!                                  *+  !!        .   0 .     .        !
 2012.1!                                 +   *!!        .     .     .  0     !
 2012.2!                                    +*!!        .     .   0 .        !
 2012.3!                                    + *!        .     .    0.        !
 2012.4!                                    + *!        .     .  0  .        !


     36.17 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNZST=NZPX$Q/STPMM;                                                     
 GENR LAANZST=LOG(AANZST+.00001);                                             
 GENR LANZST=LOG(ANZST+.00001);                                               
 LHS AANZST=EXP(LAANZST)-.00001;                                              
  EQ  478 LAANZST C LANZST(-1) PNZST;                                         
EQUATION 579  LAANZST  
   RHS     C  LANZST(-1)  PNZST  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  579 PLOT=0;END;                                                     

Equation number =  579
**********************

Dependent variable = LAANZST 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -7.978792484

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.542931017       0.466503403  -5.45104     1.000000
12146 LANZST  ( -1)       0.611986629       0.064229754   9.52809    -7.977478
12144 PNZST   (  0)      -0.559515038       0.256025732  -2.18539     0.989700

SE of equation            =     0.338086178
Sum of squared residuals  =  18.1740599      -0.635775876E-10
Average absolute error    =     0.251687507
Sum of ABS residuals      =  40.7733762    
R squared                 =   0.46435
Durbin-Watson statistic   =   1.97570
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!                *     +               !!          0.  .  .           !
 1972.4*                  +                   !0           .  .  .           !
 1973.1!       +       *                      !!           .  .  .  0        !
 1973.2!                +        *            !!           .  .  .   0       !
 1973.3!                      +*              !!           .  .0 .           !
 1973.4!         *           +                !!    0      .  .  .           !
 1974.1!             +     *                  !!           .  .  . 0         !
 1974.2!                    +     *           !!           .  .  .0          !
 1974.3!                         + *          !!           .  .0 .           !
 1974.4!         *                 +          !!0          .  .  .           !
 1975.1!                + *                   !!           .  . 0.           !
 1975.2!           *          +               !!     0     .  .  .           !
 1975.3!               *  +                   !!           .0 .  .           !
 1975.4!                 *  +                 !!           0  .  .           !
 1976.1!             *       +                !!        0  .  .  .           !
 1976.2!                 *+                   !!           . 0.  .           !
 1976.3!                 *   +                !!           0  .  .           !
 1976.4!              *     +                 !!         0 .  .  .           !
 1977.1!                * +                   !!           .0 .  .           !
 1977.2!                    + *               !!           .  . 0.           !
 1977.3!                        +*            !!           .  .0 .           !
 1977.4!                       * +            !!           .0 .  .           !
 1978.1!                      *  +            !!           .0 .  .           !
 1978.2!                        +*            !!           .  .0 .           !
 1978.3!                         +*           !!           .  .0 .           !
 1978.4!                         *+           !!           . 0.  .           !
 1979.1!                *        +            !!      0    .  .  .           !
 1979.2!                   + *                !!           .  .0 .           !
 1979.3!                       +      *       !!           .  .  . 0         !
 1979.4!                         *  +         !!           .0 .  .           !
 1980.1!                      *   +           !!           0  .  .           !
 1980.2!                       *+             !!           . 0.  .           !
 1980.3!                         +            !!           .  0  .           !
 1980.4!                         +  *         !!           .  . 0.           !
 1981.1!                     *     +          !!         0 .  .  .           !
 1981.2!                       +  *           !!           .  .  0           !
 1981.3!                         *+           !!           .  0  .           !
 1981.4!                    *    +            !!          0.  .  .           !
 1982.1!                      +               !!           .  .0 .           !
 1982.2!                       + *            !!           .  .0 .           !
 1982.3!                        *+            !!           . 0.  .           !
 1982.4!                      * +             !!           .0 .  .           !
 1983.1!                     *  +             !!           .0 .  .           !
 1983.2!                       +              !!           .  0  .           !
 1983.3!                       *+             !!           . 0.  .           !
 1983.4!                      * +             !!           . 0.  .           !
 1984.1!                       +              !!           .  0  .           !
 1984.2!                        + *           !!           .  . 0.           !
 1984.3!                          +*          !!           .  .0 .           !
 1984.4!                       *  +           !!           .0 .  .           !
 1985.1!                        + *           !!           .  . 0.           !
 1985.2!                          + *         !!           .  . 0.           !
 1985.3!                           +          !!           .  0  .           !
 1985.4!                           +*         !!           .  .0 .           !
 1986.1!                         *  +         !!           .0 .  .           !
 1986.2!                          +    *      !!           .  .  .0          !
 1986.3!                             *+       !!           . 0.  .           !
 1986.4!                           * +        !!           . 0.  .           !
 1987.1!                        *   +         !!           0  .  .           !
 1987.2!                         +       *    !!           .  .  .  0        !
 1987.3!                             * +      !!           .0 .  .           !
 1987.4!                         *  +         !!           0  .  .           !
 1988.1!                         +  *         !!           .  . 0.           !
 1988.2!                           +     *    !!           .  .  . 0         !
 1988.3!                              + *     !!           .  .0 .           !
 1988.4!                             + *      !!           .  .0 .           !
 1989.1!                            + *       !!           .  . 0.           !
 1989.2!                            + *       !!           .  . 0.           !
 1989.3!                      *     +         !!          0.  .  .           !
 1989.4!                     * +              !!           .0 .  .           !
 1990.1!                      +  *            !!           .  . 0.           !
 1990.2!                         +    *       !!           .  .  0           !
 1990.3!                             +        !!           .  0  .           !
 1990.4!                             +        !!           .  0  .           !
 1991.1!                             +   *    !!           .  .  .0          !
 1991.2!                               + *    !!           .  . 0.           !
 1991.3!                              *+      !!           . 0.  .           !
 1991.4!                          *   +       !!           .0 .  .           !
 1992.1!                           +   *      !!           .  .  0           !
 1992.2!                             *+       !!           . 0.  .           !
 1992.3!                             +  *     !!           .  . 0.           !
 1992.4!                               +      !!           .  .0 .           !
 1993.1!                              +*      !!           .  .0 .           !
 1993.2!                              +       *!           .  .  .   0       !
 1993.3!                                  +   !!           .  0  .           !
 1993.4!                            *  +      !!           .0 .  .           !
 1994.1!                           +  *       !!           .  . 0.           !
 1994.2!                            +   *     !!           .  .  0           !
 1994.3!                              +  *    !!           .  . 0.           !
 1994.4!                             *+       !!           . 0.  .           !
 1995.1!                            +   *     !!           .  .  0           !
 1995.2!                              +     * !!           .  .  .0          !
 1995.3!                                +*    !!           .  0  .           !
 1995.4!                           *   +      !!           0  .  .           !
 1996.1!                           +     *    !!           .  .  . 0         !
 1996.2!                              +      *!!           .  .  . 0         !
 1996.3!                                 +*   !!           .  .0 .           !
 1996.4!                              *+      !!           . 0.  .           !
 1997.1!                            +      *  !!           .  .  . 0         !
 1997.2!                                +    *!!           .  .  .0          !
 1997.3!                              *  +    !!           .0 .  .           !
 1997.4!                           * +        !!           . 0.  .           !
 1998.1!                           +          !!           . 0.  .           !
 1998.2!                           + *        !!           .  . 0.           !
 1998.3!                           * +        !!           .0 .  .           !
 1998.4!                           *+         !!           . 0.  .           !
 1999.1!                           *+         !!           .  0  .           !
 1999.2!                            +   *     !!           .  .  0           !
 1999.3!                              +*      !!           .  .0 .           !
 1999.4!                         *    +       !!          0.  .  .           !
 2000.1!                          +           !!           .  0  .           !
 2000.2!                          +        *  !!           .  .  .   0       !
 2000.3!                           *    +     !!           0  .  .           !
 2000.4!                       *   +          !!           0  .  .           !
 2001.1!                        +   *         !!           .  .  0           !
 2001.2!                           +   *      !!           .  .  0           !
 2001.3!                             +        !!           .  0  .           !
 2001.4!                         *  +         !!           .0 .  .           !
 2002.1!                         +   *        !!           .  .  0           !
 2002.2!                            +   *     !!           .  .  .0          !
 2002.3!                           *  +       !!           0  .  .           !
 2002.4!                          *+          !!           . 0.  .           !
 2003.1!                          +    *      !!           .  .  .0          !
 2003.2!                              +     * !!           .  .  . 0         !
 2003.3!                              * +     !!           .0 .  .           !
 2003.4!                           * +        !!           . 0.  .           !
 2004.1!                           +   *      !!           .  .  0           !
 2004.2!                             +   *    !!           .  .  0           !
 2004.3!                              *+      !!           .  0  .           !
 2004.4!                           * +        !!           . 0.  .           !
 2005.1!                           +  *       !!           .  .  0           !
 2005.2!                            +   *     !!           .  .  0           !
 2005.3!                             +*       !!           .  .0 .           !
 2005.4!                          *  +        !!           .0 .  .           !
 2006.1!                          + *         !!           .  . 0.           !
 2006.2!                           +  *       !!           .  . 0.           !
 2006.3!                             +*       !!           .  .0 .           !
 2006.4!                        *    +        !!          0.  .  .           !
 2007.1!                         +     *      !!           .  .  . 0         !
 2007.2!                             +   *    !!           .  .  0           !
 2007.3!                        *     +       !!          0.  .  .           !
 2007.4!                     *  +             !!           .0 .  .           !
 2008.1!                      +*              !!           .  0  .           !
 2008.2!                       + *            !!           .  . 0.           !
 2008.3!                        *+            !!           . 0.  .           !
 2008.4!                      * +             !!           .0 .  .           !
 2009.1!                        + *           !!           .  .0 .           !
 2009.2!                           +  *       !!           .  .  0           !
 2009.3!                          *  +        !!           0  .  .           !
 2009.4!                     *    +           !!          0.  .  .           !
 2010.1!                       +  *           !!           .  . 0.           !
 2010.2!                         +*           !!           .  .0 .           !
 2010.3!                         +*           !!           .  0  .           !
 2010.4!                  *      +            !!        0  .  .  .           !
 2011.1!                   *+                 !!           .  0  .           !
 2011.2!                    +     *           !!           .  .  .0          !
 2011.3!                   *    +             !!          0.  .  .           !
 2011.4!                *   +                 !!           0  .  .           !
 2012.1!                  + *                 !!           .  .0 .           !
 2012.2!                     + *              !!           .  . 0.           !
 2012.3!                       +              !!           .  0  .           !
 2012.4!                   *   +              !!           0  .  .           !


     23.46 percent of the residuals exceed 1 SE
      3.70 percent of the residuals exceed 2 SE
@@EQ  479 LAASAST C LASAST(-1) PSAST;SMPL 2000.3 2012.4;OLS;EST  479 PLOT=0;EN
@@EQ  480 LAAVEST C LAVEST(-1) PVEST;SMPL 1988.3 2012.4;OLS;EST  480 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCOST=COPX$Q/STPMM;                                                     
 GENR LAACOST=LOG(AACOST+.00001);                                             
 GENR LACOST=LOG(ACOST+.00001);                                               
 LHS AACOST=EXP(LAACOST)-.00001;                                              
  EQ  481 LAACOST C LACOST(-1) PCOST;                                         
EQUATION 580  LAACOST  
   RHS     C  LACOST(-1)  PCOST  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  580 PLOT=0;END;                                                     

Equation number =  580
**********************

Dependent variable = LAACOST 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -7.397184399

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.890532515       0.355623284  -2.50415     1.000000
12149 LACOST  ( -1)       0.859226318       0.046376449  18.52721    -7.419063
12147 PCOST   (  0)      -0.105496222       0.168229687  -0.62710     1.251210

SE of equation            =     0.656666396
Sum of squared residuals  =  53.0389230      -0.459188243E-12
Average absolute error    =     0.359776239
Sum of ABS residuals      =  45.3318062    
R squared                 =   0.75466
Durbin-Watson statistic   =   2.05174
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!              * +                     !!            .0. .            !
 1981.4!               +  *                   !!            . . 0            !
 1982.1!                 * +                  !!            .0. .            !
 1982.2!                * +                   !!            .0. .            !
 1982.3!                 + *                  !!            . . 0            !
 1982.4!                   *+                 !!            . 0 .            !
 1983.1!                    +                 !!            . 0 .            !
 1983.2!                *   +                 !!           0. . .            !
 1983.3!               * +                    !!            .0. .            !
 1983.4!               +                      !!            . 0 .            !
 1984.1!                + *                   !!            . .0.            !
 1984.2!              *   +                   !!           0. . .            !
 1984.3!               + *                    !!            . . 0            !
 1984.4!                 *+                   !!            . 0 .            !
 1985.1!                  +*                  !!            . .0.            !
 1985.2!                   +*                 !!            . 0 .            !
 1985.3!                   *+                 !!            .0. .            !
 1985.4!                   +*                 !!            . .0.            !
 1986.1!                    +*                !!            . .0.            !
 1986.2!                   * +                !!            .0. .            !
 1986.3!                    +*                !!            . .0.            !
 1986.4!                     *+               !!            . 0 .            !
 1987.1!                     *+               !!            . 0 .            !
 1987.2!                   *  +               !!            .0. .            !
 1987.3!                 *  +                 !!            0 . .            !
 1987.4!                  + *                 !!            . .0.            !
 1988.1!                  * +                 !!            .0. .            !
 1988.2!                  *+                  !!            .0. .            !
 1988.3!                 *+                   !!            .0. .            !
 1988.4!                 *+                   !!            . 0 .            !
 1989.1!                  +                   !!            . 0 .            !
 1989.2!                * +                   !!            .0. .            !
 1989.3!                  + *                 !!            . .0.            !
 1989.4!                   * +                !!            .0. .            !
 1990.1!                   *+                 !!            .0. .            !
 1990.2!                    +*                !!            . .0.            !
 1990.3!                  *  +                !!            0 . .            !
 1990.4!                 * +                  !!            .0. .            !
 1991.1!                  +    *              !!            . . .0           !
 1991.2!                        + *           !!            . . 0            !
 1991.3!                          +*          !!            . .0.            !
 1991.4!                           +*         !!            . 0 .            !
 1992.1!                       *   +          !!           0. . .            !
 1992.2!                      * +             !!            .0. .            !
 1992.3!                     * +              !!            .0. .            !
 1992.4!                     +  *             !!            . . 0            !
 1993.1!                        +  *          !!            . .0.            !
 1993.2!                          + *         !!            . .0.            !
 1993.3!                         *  +         !!            0 . .            !
 1993.4!                         +   *        !!            . . .0           !
 1994.1!                             +        !!            . 0 .            !
 1994.2!                      *      +        !!          0 . . .            !
 1994.3!                      +               !!            . 0 .            !
 1994.4!                      +   *           !!            . . 0            !
 1995.1!                        * +           !!            .0. .            !
 1995.2!                      * +             !!            .0. .            !
 1995.3!                      +               !!            . 0 .            !
 1995.4!                       +              !!            . 0 .            !
 1996.1*                        +             !0            . . .            !
 1996.2*   +                                  !!            0 . .            !
 1996.3*   +                                  !!            0 . .            !
 1996.4*   +                                  !!            0 . .            !
 1997.1!   +                        *         !!            . . .            0
 1997.2!                        *  +          !!            0 . .            !
 1997.3!                      * +             !!            .0. .            !
 1997.4!                  *   +               !!            0 . .            !
 1998.1!                   +                  !!            . 0 .            !
 1998.2!                 *  +                 !!            0 . .            !
 1998.3!                  +                   !!            . 0 .            !
 1998.4!                  *+                  !!            .0. .            !
 1999.1!                 * +                  !!            .0. .            !
 1999.2!                  +                   !!            . 0 .            !
 1999.3!                  *+                  !!            .0. .            !
 1999.4!                  *+                  !!            .0. .            !
 2000.1!              *    +                  !!           0. . .            !
 2000.2!              *+                      !!            .0. .            !
 2000.3!              *+                      !!            .0. .            !
 2000.4!              * +                     !!            .0. .            !
 2001.1!                +     *               !!            . . . 0          !
 2001.2!                      +               !!            . 0 .            !
 2001.3!                       +              !!            . 0 .            !
 2001.4!                       +              !!            . 0 .            !
 2002.1!                        +     *       !!            . . . 0          !
 2002.2!                             +*       !!            . 0 .            !
 2002.3!                             +*       !!            . 0 .            !
 2002.4!                             +*       !!            . .0.            !
 2003.1!                            *+        !!            .0. .            !
 2003.2!                           +*         !!            . .0.            !
 2003.3!                            +*        !!            . 0 .            !
 2003.4!                            +         !!            . 0 .            !
 2004.1!                            +         !!            . 0 .            !
 2004.2!                           +*         !!            . 0 .            !
 2004.3!                            +*        !!            . 0 .            !
 2004.4!                            +         !!            . 0 .            !
 2005.1!                          * +         !!            .0. .            !
 2005.2!                          +           !!            . 0 .            !
 2005.3!                          +           !!            . 0 .            !
 2005.4!                          +           !!            . 0 .            !
 2006.1!                          +      *    !!            . . . 0          !
 2006.2!                                + *   !!            . .0.            !
 2006.3!                                 +*   !!            . .0.            !
 2006.4!                                 +*   !!            . .0.            !
 2007.1!                                +  *  !!            . .0.            !
 2007.2!                                 + *  !!            . .0.            !
 2007.3!                                  +*  !!            . .0.            !
 2007.4!                                  + * !!            . .0.            !
 2008.1!                                  + * !!            . .0.            !
 2008.2!                                   +  !!            . 0 .            !
 2008.3!                                 *+   !!            . 0 .            !
 2008.4!                                +*    !!            . .0.            !
 2009.1!                                +     *!            . . . 0          !
 2009.2!                                    +*!!            . 0 .            !
 2009.3!                                 * +  !!            .0. .            !
 2009.4!                               +   *  !!            . . 0            !
 2010.1!                                 +    !!            . 0 .            !
 2010.2!                                +     !!            . 0 .            !
 2010.3!                               + *    !!            . .0.            !
 2010.4!                                +  *  !!            . . 0            !
 2011.1!                                *+    !!            . 0 .            !
 2011.2!                               +*     !!            . .0.            !
 2011.3!                               +*     !!            . .0.            !
 2011.4!                               +  *   !!            . .0.            !
 2012.1!                                +     !!            . 0 .            !
 2012.2!                               +*     !!            . 0 .            !
 2012.3!                               +      !!            . 0 .            !
 2012.4!                              +*      !!            . .0.            !


     10.32 percent of the residuals exceed 1 SE
      1.59 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJOST=JOPX$Q/STPMM;                                                     
 GENR LAAJOST=LOG(AAJOST+.00001);                                             
 GENR LAJOST=LOG(AJOST+.00001);                                               
 LHS AAJOST=EXP(LAAJOST)-.00001;                                              
  EQ  482 LAAJOST C LAJOST(-1) PJOST;                                         
EQUATION 581  LAAJOST  
   RHS     C  LAJOST(-1)  PJOST  
 SMPL 1990.3 2012.4;                                                          
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
 OLS;EST  581 PLOT=0;END;                                                     

Equation number =  581
**********************

Dependent variable = LAAJOST 

 1990.3 -   2012.4,    0 missing obs.,   90 obs. used.

Mean of dependent variable      -10.080403786

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.513319295       0.906091201  -2.77380     1.000000
12152 LAJOST  ( -1)       0.702747962       0.075100769   9.35740   -10.100292
12150 PJOST   (  0)      -0.414205945       0.471715696  -0.87808     1.132588

SE of equation            =     1.187388447
Sum of squared residuals  =  122.660545       0.484856599E-11
Average absolute error    =     0.823825876
Sum of ABS residuals      =  74.1443289    
R squared                 =   0.50814
Durbin-Watson statistic   =   2.28986
SMPL and No. Obs.         = 1990.3   2012.4     90

Plot of actual(*) and fitted(+) values and residuals(0)


 1990.3*  +                                   !!          . 0 .   .          !
 1990.4*  +                                   !!          . 0 .   .          !
 1991.1!   +      *                           !!          .   .   0          !
 1991.2!       *  +                           !!          .  0.   .          !
 1991.3!        +                   *         !!          .   .   .       0  !
 1991.4!   *                   +              !!   0      .   .   .          !
 1992.1!*    +                                !!          .0  .   .          !
 1992.2*   +                                  !!          .0  .   .          !
 1992.3*   +                                  !!          . 0 .   .          !
 1992.4*   +                                  !!          . 0 .   .          !
 1993.1!* +                                   !!          .  0.   .          !
 1993.2*   +                                  !!          . 0 .   .          !
 1993.3!* +                                   !!          . 0 .   .          !
 1993.4*   +                                  !!          . 0 .   .          !
 1994.1*  +                                   !!          .  0.   .          !
 1994.2!* +                                   !!          .  0.   .          !
 1994.3!* +                                   !!          .  0.   .          !
 1994.4!* +                                   !!          . 0 .   .          !
 1995.1*  +                                   !!          . 0 .   .          !
 1995.2*  +                                   !!          . 0 .   .          !
 1995.3!* +                                   !!          .  0.   .          !
 1995.4*  +                                   !!          . 0 .   .          !
 1996.1!  +   *                               !!          .   . 0 .          !
 1996.2!   *   +                              !!          . 0 .   .          !
 1996.3!    +*                                !!          .   .0  .          !
 1996.4!      +                               !!          .   0   .          !
 1997.1*       +                              !!          0   .   .          !
 1997.2!  +                                   !!          .   0   .          !
 1997.3!   *+                                 !!          .   0   .          !
 1997.4!   * +                                !!          .  0.   .          !
 1998.1*     +                                !!          .0  .   .          !
 1998.2!* +                                   !!          . 0 .   .          !
 1998.3*  +                                   !!          . 0 .   .          !
 1998.4*  +                                   !!          . 0 .   .          !
 1999.1!*  +                                  !!          . 0 .   .          !
 1999.2!*  +                                  !!          . 0 .   .          !
 1999.3!*  +                                  !!          . 0 .   .          !
 1999.4!*  +                                  !!          . 0 .   .          !
 2000.1*   +                                  !!          . 0 .   .          !
 2000.2!* +                                   !!          . 0 .   .          !
 2000.3!* +                                   !!          . 0 .   .          !
 2000.4*  +                                   !!          . 0 .   .          !
 2001.1!  +           *                       !!          .   .   .  0       !
 2001.2!            +  *                      !!          .   . 0 .          !
 2001.3!             +  *                     !!          .   .0  .          !
 2001.4!              + *                     !!          .   . 0 .          !
 2002.1!              +        *              !!          .   .   .0         !
 2002.2!                   +    *             !!          .   .  0.          !
 2002.3!                   +    *             !!          .   .  0.          !
 2002.4!                    +   *             !!          .   . 0 .          !
 2003.1!                    +              *  !!          .   .   .    0     !
 2003.2!                            +      *  !!          .   .   0          !
 2003.3!                          *+          !!          .  0.   .          !
 2003.4!                     +      *         !!          .   .   0          !
 2004.1!                       +     *        !!          .   .  0.          !
 2004.2!               *       +              !!          0   .   .          !
 2004.3!  *           +                       !!       0  .   .   .          !
 2004.4!   *+                                 !!          .  0.   .          !
 2005.1!     +    *                           !!          .   .  0.          !
 2005.2!       *  +                           !!          . 0 .   .          !
 2005.3!       +  *                           !!          .   .0  .          !
 2005.4!  *      +                            !!          0   .   .          !
 2006.1!    +                                 !!          .   0   .          !
 2006.2!     +        *                       !!          .   .   .0         !
 2006.3!            +                         *!          .   .   .          0
 2006.4!                         *   +        !!          . 0 .   .          !
 2007.1!                    +                 !!          .   0   .          !
 2007.2!                +    *                !!          .   .  0.          !
 2007.3! *               +                    !!    0     .   .   .          !
 2007.4!   +              *                   !!          .   .   .    0     !
 2008.1!        *      +                      !!          0   .   .          !
 2008.2!        +*                            !!          .   .0  .          !
 2008.3*       +                              !!          0   .   .          !
 2008.4+                                      !!          .   0   .          !
 2009.1*+                                     !!          .   0   .          !
 2009.2*+                                     !!          .  0.   .          !
 2009.3* +                                    !!          .  0.   .          !
 2009.4* +                                    !!          .  0.   .          !
 2010.1! +                        *           !!          .   .   .         0!
 2010.2!             *      +                 !!          0   .   .          !
 2010.3!           + *                        !!          .   .0  .          !
 2010.4!        *  +                          !!          .  0.   .          !
 2011.1!        +   *                         !!          .   . 0 .          !
 2011.2!    *     +                           !!          .0  .   .          !
 2011.3!    +        *                        !!          .   .   .0         !
 2011.4!         *+                           !!          .   0   .          !
 2012.1!        +  *                          !!          .   . 0 .          !
 2012.2*         +                            !!         0.   .   .          !
 2012.3! +             *                      !!          .   .   .   0      !
 2012.4!          *+                          !!          .  0.   .          !


     20.00 percent of the residuals exceed 1 SE
      7.78 percent of the residuals exceed 2 SE
@EQ   483 LAASYST C LASYST(-1) PSYST;SMPL 1988.4 2012.4;OLS;EST  483 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDST=IDPX$Q/STPMM;                                                     
 GENR LAAIDST=LOG(AAIDST+.00001);                                             
 GENR LAIDST=LOG(AIDST+.00001);                                               
 LHS AAIDST=EXP(LAAIDST)-.00001;                                              
  EQ  484 LAAIDST C LAIDST(-1) PIDST;                                         
EQUATION 582  LAAIDST  
   RHS     C  LAIDST(-1)  PIDST  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  582 PLOT=0;END;                                                     

Equation number =  582
**********************

Dependent variable = LAAIDST 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.944573659

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.262671688       0.239905898  -5.26320     1.000000
12155 LAIDST  ( -1)       0.708226876       0.049276809  14.37242    -5.951198
12153 PIDST   (  0)      -0.388506992       0.105089435  -3.69692     1.202305

SE of equation            =     0.250383490
Sum of squared residuals  =  11.5980000       0.314175352E-10
Average absolute error    =     0.179323592
Sum of ABS residuals      =  33.7128353    
R squared                 =   0.70752
Durbin-Watson statistic   =   2.29442
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!            +*                        !!           .  .0 .           !
 1966.2!               +*                     !!           .  .0 .           !
 1966.3!          *     +                     !!         0 .  .  .           !
 1966.4!            +                         !!           .  0  .           !
 1967.1!              +                *      !!           .  .  .         0 !
 1967.2!                          +*          !!           .  .0 .           !
 1967.3!                        +             !!           .  0  .           !
 1967.4!                      + *             !!           .  . 0.           !
 1968.1!                      +    *          !!           .  .  .0          !
 1968.2!                         +   *        !!           .  .  0           !
 1968.3!                        *+            !!           . 0.  .           !
 1968.4!                       + *            !!           .  . 0.           !
 1969.1!                       +*             !!           .  .0 .           !
 1969.2!                *     +               !!          0.  .  .           !
 1969.3!                 +    *               !!           .  .  .0          !
 1969.4!              *      +                !!        0  .  .  .           !
 1970.1!                +   *                 !!           .  .  0           !
 1970.2!                   *+                 !!           . 0.  .           !
 1970.3!                  *+                  !!           . 0.  .           !
 1970.4!                *  +                  !!           .0 .  .           !
 1971.1!                 *+                   !!           .  0  .           !
 1971.2!          *       +                   !!       0   .  .  .           !
 1971.3!             +                        !!           .  0  .           !
 1971.4!            *   +                     !!           0  .  .           !
 1972.1!        *      +                      !!         0 .  .  .           !
 1972.2!          * +                         !!           . 0.  .           !
 1972.3!             +  *                     !!           .  . 0.           !
 1972.4!         *        +                   !!      0    .  .  .           !
 1973.1!      *     +                         !!         0 .  .  .           !
 1973.2*          +                           !!     0     .  .  .           !
 1973.3!      +                               !!           .  0  .           !
 1973.4!         *  +                         !!           0  .  .           !
 1974.1!             +*                       !!           .  0  .           !
 1974.2!        *       +                     !!        0  .  .  .           !
 1974.3!            +                         !!           .  0  .           !
 1974.4!         *      +                     !!         0 .  .  .           !
 1975.1!              +                       !!           .  0  .           !
 1975.2!                 +                    !!           .  0  .           !
 1975.3!                   +                  *!           .  .  .           0
 1975.4!                           *      +   !!        0  .  .  .           !
 1976.1!                          +    *      !!           .  .  0           !
 1976.2!                             +        !!           .  0  .           !
 1976.3!                        *  +          !!           0  .  .           !
 1976.4!                        +      *      !!           .  .  . 0         !
 1977.1!                        *    +        !!          0.  .  .           !
 1977.2!                       +*             !!           .  .0 .           !
 1977.3!                 *      +             !!         0 .  .  .           !
 1977.4!                *  +                  !!           .0 .  .           !
 1978.1!                  +       *           !!           .  .  .  0        !
 1978.2!                          +         * !!           .  .  .    0      !
 1978.3!                           *     +    !!          0.  .  .           !
 1978.4!                        *  +          !!           .0 .  .           !
 1979.1!                         +        *   !!           .  .  .   0       !
 1979.2!                             *  +     !!           .0 .  .           !
 1979.3!                          *  +        !!           .0 .  .           !
 1979.4!                      *    +          !!          0.  .  .           !
 1980.1!                        +   *         !!           .  .  0           !
 1980.2!                            +*        !!           .  .0 .           !
 1980.3!                             + *      !!           .  . 0.           !
 1980.4!                            * +       !!           .0 .  .           !
 1981.1!                        *    +        !!           0  .  .           !
 1981.2!                     *   +            !!          0.  .  .           !
 1981.3!                  *    +              !!          0.  .  .           !
 1981.4!                     +*               !!           .  .0 .           !
 1982.1!                        +   *         !!           .  .  0           !
 1982.2!                           +*         !!           .  .0 .           !
 1982.3!                           +   *      !!           .  .  0           !
 1982.4!                         *   +        !!           0  .  .           !
 1983.1!                         + *          !!           .  . 0.           !
 1983.2!                           +   *      !!           .  .  0           !
 1983.3!                             +  *     !!           .  . 0.           !
 1983.4!                          *   +       !!           0  .  .           !
 1984.1!                          +           !!           .  0  .           !
 1984.2!                         +*           !!           .  0  .           !
 1984.3!                         +            !!           .  0  .           !
 1984.4!                      * +             !!           .0 .  .           !
 1985.1!                     *+               !!           . 0.  .           !
 1985.2!                     + *              !!           .  . 0.           !
 1985.3!                      +*              !!           .  .0 .           !
 1985.4!                   *   +              !!          0.  .  .           !
 1986.1!                     + *              !!           .  . 0.           !
 1986.2!                       *+             !!           .  0  .           !
 1986.3!                         +*           !!           .  .0 .           !
 1986.4!                      *    +          !!          0.  .  .           !
 1987.1!                         +   *        !!           .  .  0           !
 1987.2!                             +        !!           .  0  .           !
 1987.3!                           * +        !!           .0 .  .           !
 1987.4!                          *+          !!           .0 .  .           !
 1988.1!                          +           !!           .  0  .           !
 1988.2!                       *  +           !!           .0 .  .           !
 1988.3!                       +     *        !!           .  .  . 0         !
 1988.4!                       *    +         !!          0.  .  .           !
 1989.1!                       +  *           !!           .  .  0           !
 1989.2!                         +            !!           .  0  .           !
 1989.3!                         +*           !!           .  .0 .           !
 1989.4!                     *    +           !!          0.  .  .           !
 1990.1!                       +   *          !!           .  .  0           !
 1990.2!                         * +          !!           .0 .  .           !
 1990.3!                          +   *       !!           .  .  0           !
 1990.4!                         *    +       !!          0.  .  .           !
 1991.1!                          +           !!           .  0  .           !
 1991.2!                          +*          !!           .  .0 .           !
 1991.3!                            +   *     !!           .  .  0           !
 1991.4!                           *    +     !!          0.  .  .           !
 1992.1!                            +         !!           .  0  .           !
 1992.2!                            *+        !!           . 0.  .           !
 1992.3!                            +  *      !!           .  . 0.           !
 1992.4!                           *  +       !!           .0 .  .           !
 1993.1!                           +          !!           .  0  .           !
 1993.2!                            +*        !!           .  .0 .           !
 1993.3!                           * +        !!           .0 .  .           !
 1993.4!                          * +         !!           . 0.  .           !
 1994.1!                           +*         !!           .  .0 .           !
 1994.2!                           * +        !!           . 0.  .           !
 1994.3!                            +*        !!           .  .0 .           !
 1994.4!                           *  +       !!           .0 .  .           !
 1995.1!                             +        !!           .  .0 .           !
 1995.2!                              +       !!           .  0  .           !
 1995.3!                               + *    !!           .  . 0.           !
 1995.4!                              *   +   !!           0  .  .           !
 1996.1!                               + *    !!           .  .0 .           !
 1996.2!                                 +    !!           .  0  .           !
 1996.3!                                 +*   !!           .  .0 .           !
 1996.4!                              *   +   !!           0  .  .           !
 1997.1!                               +*     !!           .  .0 .           !
 1997.2!                               +      !!           .  0  .           !
 1997.3!                              +   *   !!           .  .  0           !
 1997.4!                          *     +     !!         0 .  .  .           !
 1998.1!                           +  *       !!           .  . 0.           !
 1998.2!                              + *     !!           .  .0 .           !
 1998.3!                                +  *  !!           .  .  0           !
 1998.4!                             *     +  !!          0.  .  .           !
 1999.1!                              + *     !!           .  .0 .           !
 1999.2!                                +     !!           .  0  .           !
 1999.3!                                +  *  !!           .  .  0           !
 1999.4!                                * +   !!           . 0.  .           !
 2000.1!                                +*    !!           .  .0 .           !
 2000.2!                                +  *  !!           .  . 0.           !
 2000.3!                                  +  *!!           .  .  0           !
 2000.4!                                   +  !!           .  0  .           !
 2001.1!                                  +*  !!           .  .0 .           !
 2001.2!                                  + * !!           .  .0 .           !
 2001.3!                                  +  *!!           .  . 0.           !
 2001.4!                                    + !!           .  0  .           !
 2002.1!                                  +*  !!           .  0  .           !
 2002.2!                                  +*  !!           .  .0 .           !
 2002.3!                                  +  *!!           .  . 0.           !
 2002.4!                                  * + !!           . 0.  .           !
 2003.1!                                 + *  !!           .  .0 .           !
 2003.2!                                  +   !!           .  0  .           !
 2003.3!                                 +  * !!           .  . 0.           !
 2003.4!                                  +   !!           .  0  .           !
 2004.1!                                 +  * !!           .  . 0.           !
 2004.2!                                  *+  !!           .  0  .           !
 2004.3!                                  +*  !!           .  .0 .           !
 2004.4!                               *  +   !!           .0 .  .           !
 2005.1!                                + *   !!           .  .0 .           !
 2005.2!                              * +     !!           .0 .  .           !
 2005.3!                              +*      !!           .  .0 .           !
 2005.4!                           *  +       !!           .0 .  .           !
 2006.1!                           *+         !!           .  0  .           !
 2006.2!                            +         !!           .  0  .           !
 2006.3!                            +*        !!           .  .0 .           !
 2006.4!                       *    +         !!         0 .  .  .           !
 2007.1!                        +   *         !!           .  .  0           !
 2007.2!                            +         !!           .  0  .           !
 2007.3!                            +         !!           .  0  .           !
 2007.4!                          *  +        !!           .0 .  .           !
 2008.1!                          +*          !!           .  .0 .           !
 2008.2!                           +  *       !!           .  .  0           !
 2008.3!                              + *     !!           .  . 0.           !
 2008.4!                             *  +     !!           .0 .  .           !
 2009.1!                             +  *     !!           .  . 0.           !
 2009.2!                            *  +      !!           .0 .  .           !
 2009.3!                            +*        !!           .  0  .           !
 2009.4!                           *+         !!           . 0.  .           !
 2010.1!                           +          !!           .  0  .           !
 2010.2!                         *+           !!           . 0.  .           !
 2010.3!                         +            !!           .  0  .           !
 2010.4!                       * +            !!           . 0.  .           !
 2011.1!                       +*             !!           .  .0 .           !
 2011.2!                      +    *          !!           .  .  .0          !
 2011.3!                         +  *         !!           .  . 0.           !
 2011.4!                          +           !!           .  0  .           !
 2012.1!                        +    *        !!           .  .  0           !
 2012.2!                           + *        !!           .  . 0.           !
 2012.3!                            +        *!!           .  .  .   0       !
 2012.4!                              * +     !!           .0 .  .           !


     25.53 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAST=MAPX$Q/STPMM;                                                     
 GENR LAAMAST=LOG(AAMAST+.00001);                                             
 GENR LAMAST=LOG(AMAST+.00001);                                               
 LHS AAMAST=EXP(LAAMAST)-.00001;                                              
  EQ  485 LAAMAST C LAMAST(-1) PMAST;                                         
EQUATION 583  LAAMAST  
   RHS     C  LAMAST(-1)  PMAST  
 SMPL 1977.2 2012.4;                                                          
Sample period is now  1977.2 to  2012.4 Internally:   102 to   244
 OLS;EST  583 PLOT=0;END;                                                     

Equation number =  583
**********************

Dependent variable = LAAMAST 

 1977.2 -   2012.4,    0 missing obs.,  143 obs. used.

Mean of dependent variable       -7.028986878

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.922075533       0.232858769  -3.95981     1.000000
12158 LAMAST  ( -1)       0.789987566       0.045791939  17.25167    -7.047883
12156 PMAST   (  0)      -0.471084732       0.126741573  -3.71689     1.144532

SE of equation            =     0.310234628
Sum of squared residuals  =  13.4743734       0.140509826E-11
Average absolute error    =     0.236872706
Sum of ABS residuals      =  33.8727969    
R squared                 =   0.87592
Durbin-Watson statistic   =   2.46017
SMPL and No. Obs.         = 1977.2   2012.4    143

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.2*  +                                   !!         . 0  .    .         !
 1977.3!+    *                                !!         .    .    . 0       !
 1977.4*      +                               !!     0   .    .    .         !
 1978.1!  +   *                               !!         .    .    0         !
 1978.2!       +          *                   !!         .    .    .         0
 1978.3!        *        +                    !!   0     .    .    .         !
 1978.4!   *     +                            !!      0  .    .    .         !
 1979.1!    +    *                            !!         .    .    .0        !
 1979.2!*        +                            !!   0     .    .    .         !
 1979.3!  + *                                 !!         .    .  0 .         !
 1979.4*     +                                !!      0  .    .    .         !
 1980.1! +*                                   !!         .    .0   .         !
 1980.2!   +                                  !!         .   0.    .         !
 1980.3!     +                                !!         .    0    .         !
 1980.4!     *+                               !!         .  0 .    .         !
 1981.1!      +*                              !!         .    .0   .         !
 1981.2!     * +                              !!         .  0 .    .         !
 1981.3!   *  +                               !!         . 0  .    .         !
 1981.4!    +*                                !!         .    . 0  .         !
 1982.1!      +  *                            !!         .    .   0.         !
 1982.2!        +                             !!         .   0.    .         !
 1982.3!        + *                           !!         .    .  0 .         !
 1982.4!         *+                           !!         .   0.    .         !
 1983.1!          +                           !!         .    0    .         !
 1983.2!          +*                          !!         .    .0   .         !
 1983.3!       *   +                          !!        0.    .    .         !
 1983.4!       +*                             !!         .    . 0  .         !
 1984.1!    * +                               !!         . 0  .    .         !
 1984.2!   +*                                 !!         .    .0   .         !
 1984.3!   +  *                               !!         .    .   0.         !
 1984.4!     +*                               !!         .    .0   .         !
 1985.1!     + *                              !!         .    .  0 .         !
 1985.2!     *+                               !!         .  0 .    .         !
 1985.3!     +*                               !!         .    .0   .         !
 1985.4!       +*                             !!         .    0    .         !
 1986.1!        * +                           !!         .0   .    .         !
 1986.2!           +                          !!         .    0    .         !
 1986.3!               +                      !!         .    0    .         !
 1986.4!               * +                    !!         . 0  .    .         !
 1987.1!              *  +                    !!         0    .    .         !
 1987.2!               *+                     !!         .   0.    .         !
 1987.3!                 + *                  !!         .    . 0  .         !
 1987.4!                *   +                 !!         0    .    .         !
 1988.1!              *   +                   !!         0    .    .         !
 1988.2!             *  +                     !!         .0   .    .         !
 1988.3!            *  +                      !!         .0   .    .         !
 1988.4!            *  +                      !!         . 0  .    .         !
 1989.1!               +                      !!         .    0    .         !
 1989.2!              * +                     !!         .  0 .    .         !
 1989.3!                 +                    !!         .    .0   .         !
 1989.4!                *  +                  !!         0    .    .         !
 1990.1!                  + *                 !!         .    . 0  .         !
 1990.2!                    * +               !!         .  0 .    .         !
 1990.3!                     *+               !!         .  0 .    .         !
 1990.4!                     *+               !!         .   0.    .         !
 1991.1!                      +     *         !!         .    .    .  0      !
 1991.2!                       *    +         !!        0.    .    .         !
 1991.3!                         + *          !!         .    .  0 .         !
 1991.4!                      *    +          !!       0 .    .    .         !
 1992.1!                  *    +              !!        0.    .    .         !
 1992.2!                    +        *        !!         .    .    .      0  !
 1992.3!                           * +        !!         . 0  .    .         !
 1992.4!                         * +          !!         .  0 .    .         !
 1993.1!                      *  +            !!         0    .    .         !
 1993.2!                      *+              !!         .   0.    .         !
 1993.3!                       +  *           !!         .    .   0.         !
 1993.4!                      *   +           !!         0    .    .         !
 1994.1!                      *+              !!         .   0.    .         !
 1994.2!                       +              !!         .    0    .         !
 1994.3!                       +              !!         .   0.    .         !
 1994.4!                      *+              !!         .    0    .         !
 1995.1!                     *+               !!         .  0 .    .         !
 1995.2!                      +*              !!         .    . 0  .         !
 1995.3!                       +*             !!         .    .0   .         !
 1995.4!                       *+             !!         .   0.    .         !
 1996.1!                   *   +              !!        0.    .    .         !
 1996.2!                    +   *             !!         .    .    0         !
 1996.3!                       *+             !!         .   0.    .         !
 1996.4!                       +      *       !!         .    .    .   0     !
 1997.1!                       *    +         !!      0  .    .    .         !
 1997.2!                       +*             !!         .    . 0  .         !
 1997.3!                       *+             !!         .   0.    .         !
 1997.4!                        +             !!         .    0    .         !
 1998.1!                        +             !!         .   0.    .         !
 1998.2!                       *+             !!         .   0.    .         !
 1998.3!                       +   *          !!         .    .    0         !
 1998.4!                          +           !!         .    0    .         !
 1999.1!                       *  +           !!         . 0  .    .         !
 1999.2!                       +  *           !!         .    .  0 .         !
 1999.3!                         +   *        !!         .    .    .0        !
 1999.4!                          * +         !!         .  0 .    .         !
 2000.1!                          +  *        !!         .    .   0.         !
 2000.2!                           +          !!         .    0    .         !
 2000.3!                         +   *        !!         .    .    0         !
 2000.4!                        *  +          !!         .0   .    .         !
 2001.1!                       +  *           !!         .    .   0.         !
 2001.2!                         +     *      !!         .    .    .  0      !
 2001.3!                        *   +         !!         0    .    .         !
 2001.4!                       + *            !!         .    . 0  .         !
 2002.1!                       + *            !!         .    . 0  .         !
 2002.2!                        +             !!         .    .0   .         !
 2002.3!                      *+              !!         .  0 .    .         !
 2002.4!                      +*              !!         .    . 0  .         !
 2003.1!                       + *            !!         .    . 0  .         !
 2003.2!                        +     *       !!         .    .    . 0       !
 2003.3!                          * +         !!         .  0 .    .         !
 2003.4!                          +           !!         .    0    .         !
 2004.1!                         + *          !!         .    .  0 .         !
 2004.2!                       *   +          !!         0    .    .         !
 2004.3!                       + *            !!         .    .  0 .         !
 2004.4!                         +            !!         .    0    .         !
 2005.1!                        *+            !!         .  0 .    .         !
 2005.2!                        + *           !!         .    .  0 .         !
 2005.3!                        * +           !!         . 0  .    .         !
 2005.4!                        + *           !!         .    . 0  .         !
 2006.1!                         +   *        !!         .    .   0.         !
 2006.2!                            +       * !!         .    .    .     0   !
 2006.3!                                 +    !!         .    0    .         !
 2006.4!                                +     !!         .    .0   .         !
 2007.1!                               +      !!         .    0    .         !
 2007.2!                           *  +       !!         .0   .    .         !
 2007.3!                           +    *     !!         .    .    . 0       !
 2007.4!                               +*     !!         .    . 0  .         !
 2008.1!                                +    *!!         .    .    . 0       !
 2008.2!                              *    +  !!        0.    .    .         !
 2008.3!                              +   *   !!         .    .    0         !
 2008.4!                                +     *!         .    .    .  0      !
 2009.1!                                   +* !!         .    . 0  .         !
 2009.2!                                  +   *!         .    .    0         !
 2009.3!                              *    +  !!       0 .    .    .         !
 2009.4!                             +    *   !!         .    .    .0        !
 2010.1!                               *+     !!         .  0 .    .         !
 2010.2!                       *      +       !!     0   .    .    .         !
 2010.3!                    *   +             !!         .0   .    .         !
 2010.4!                      +*              !!         .    . 0  .         !
 2011.1!                   *    +             !!        0.    .    .         !
 2011.2!                     +   *            !!         .    .    .0        !
 2011.3!                          + *         !!         .    .  0 .         !
 2011.4!                          *+          !!         .   0.    .         !
 2012.1!                     *    +           !!      0  .    .    .         !
 2012.2!                      +               !!         .    0    .         !
 2012.3!                       +      *       !!         .    .    .    0    !
 2012.4!                             +*       !!         .    . 0  .         !


     29.37 percent of the residuals exceed 1 SE
      5.59 percent of the residuals exceed 2 SE
@EQ   486 LAAPAST C LAPAST(-1) PPAST;SMPL 1972.3 2012.4;OLS;EST  486 PLOT=0;EN
@EQ   487 LAAPHST C LAPHST(-1) PPHST;SMPL 1967.3 2012.4;OLS;EST  487 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHST=THPX$Q/STPMM;                                                     
 GENR LAATHST=LOG(AATHST+.00001);                                             
 GENR LATHST=LOG(ATHST+.00001);                                               
 LHS AATHST=EXP(LAATHST)-.00001;                                              
  EQ  488 LAATHST C LATHST(-1) PTHST;                                         
EQUATION 584  LAATHST  
   RHS     C  LATHST(-1)  PTHST  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  584 PLOT=0;END;                                                     

Equation number =  584
**********************

Dependent variable = LAATHST 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.762674513

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.286230856       0.225989366  -1.26657     1.000000
12161 LATHST  ( -1)       0.841683023       0.037620389  22.37305    -5.779765
12159 PTHST   (  0)      -0.523534010       0.217221455  -2.41014     1.168432

SE of equation            =     0.396116361
Sum of squared residuals  =  29.0280118      -0.379873910E-11
Average absolute error    =     0.259259196
Sum of ABS residuals      =  48.7407289    
R squared                 =   0.81610
Durbin-Watson statistic   =   2.40926
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*     +                                !!        0  .  .  .           !
 1966.2* +                                    !!           0  .  .           !
 1966.3! +   *                                !!           .  .  .0          !
 1966.4!    *  +                              !!           0  .  .           !
 1967.1!     +              *                 !!           .  .  .           0
 1967.2!                  +*                  !!           .  .0 .           !
 1967.3!                * +                   !!           . 0.  .           !
 1967.4!                +*                    !!           .  .0 .           !
 1968.1!      *         +                     !!    0      .  .  .           !
 1968.2!       +                              !!           . 0.  .           !
 1968.3!      *+                              !!           . 0.  .           !
 1968.4!       *+                             !!           . 0.  .           !
 1969.1!       *+                             !!           .  0  .           !
 1969.2!       *+                             !!           . 0.  .           !
 1969.3!       *+                             !!           . 0.  .           !
 1969.4!       * +                            !!           .0 .  .           !
 1970.1!       *+                             !!           .0 .  .           !
 1970.2!       * +                            !!           .0 .  .           !
 1970.3!       * +                            !!           .0 .  .           !
 1970.4!      * +                             !!           .0 .  .           !
 1971.1!        +         *                   !!           .  .  .      0    !
 1971.2!                  +                   !!           .  0  .           !
 1971.3!                 *+                   !!           . 0.  .           !
 1971.4!                * +                   !!           .0 .  .           !
 1972.1!                 + *                  !!           .  .0 .           !
 1972.2!                *  +                  !!           0  .  .           !
 1972.3!                 +*                   !!           .  .0 .           !
 1972.4!                * +                   !!           .0 .  .           !
 1973.1!             *  +                     !!           0  .  .           !
 1973.2!            * +                       !!           .0 .  .           !
 1973.3!             +*                       !!           .  .0 .           !
 1973.4!           * +                        !!           .0 .  .           !
 1974.1!          +*                          !!           .  . 0.           !
 1974.2!          +  *                        !!           .  .  0           !
 1974.3!          *  +                        !!           .0 .  .           !
 1974.4!          *+                          !!           . 0.  .           !
 1975.1!          + *                         !!           .  . 0.           !
 1975.2!         *   +                        !!          0.  .  .           !
 1975.3!          +*                          !!           .  .0 .           !
 1975.4!           *+                         !!           . 0.  .           !
 1976.1!            +  *                      !!           .  .  0           !
 1976.2!          *    +                      !!         0 .  .  .           !
 1976.3!           +                          !!           .  0  .           !
 1976.4!            +                         !!           .  0  .           !
 1977.1!             + *                      !!           .  . 0.           !
 1977.2!             *  +                     !!           0  .  .           !
 1977.3!         *   +                        !!          0.  .  .           !
 1977.4!           +*                         !!           .  .0 .           !
 1978.1!             +*                       !!           .  . 0.           !
 1978.2!           *   +                      !!          0.  .  .           !
 1978.3!          *  +                        !!           0  .  .           !
 1978.4!            +                         !!           .  0  .           !
 1979.1!             +*                       !!           .  .0 .           !
 1979.2!            *  +                      !!           .0 .  .           !
 1979.3!             +                        !!           . 0.  .           !
 1979.4!              +     *                 !!           .  .  .  0        !
 1980.1!                    +*                !!           .  . 0.           !
 1980.2!               *     +                !!        0  .  .  .           !
 1980.3!               *+                     !!           . 0.  .           !
 1980.4!                +                     !!           .  .0 .           !
 1981.1!                 +                    !!           .  .0 .           !
 1981.2!               * +                    !!           .0 .  .           !
 1981.3!                +*                    !!           .  .0 .           !
 1981.4!                 +                    !!           .  0  .           !
 1982.1!                  +*                  !!           .  .0 .           !
 1982.2!               *   +                  !!         0 .  .  .           !
 1982.3!               *+                     !!           . 0.  .           !
 1982.4!                + *                   !!           .  . 0.           !
 1983.1!                 *+                   !!           . 0.  .           !
 1983.2!               *  +                   !!           .0 .  .           !
 1983.3!              * +                     !!           .0 .  .           !
 1983.4!              *+                      !!           . 0.  .           !
 1984.1!               +*                     !!           .  .0 .           !
 1984.2!                +                     !!           .  0  .           !
 1984.3!                +                     !!           .  0  .           !
 1984.4!                 +                    !!           .  .0 .           !
 1985.1!                 +*                   !!           .  .0 .           !
 1985.2!            *     +                   !!        0  .  .  .           !
 1985.3!              +*                      !!           .  .0 .           !
 1985.4!                + *                   !!           .  . 0.           !
 1986.1!                   +                  !!           .  0  .           !
 1986.2!               *   +                  !!          0.  .  .           !
 1986.3!                *+                    !!           . 0.  .           !
 1986.4!                *+                    !!           . 0.  .           !
 1987.1!                  +                   !!           .  0  .           !
 1987.2!                *  +                  !!           0  .  .           !
 1987.3!                * +                   !!           .0 .  .           !
 1987.4!                *+                    !!           . 0.  .           !
 1988.1!                 +                    !!           .  0  .           !
 1988.2!                 +                    !!           .  0  .           !
 1988.3!                 +                    !!           .  0  .           !
 1988.4!                 +                    !!           .  0  .           !
 1989.1!                 + *                  !!           .  . 0.           !
 1989.2!                   +                  !!           .  .0 .           !
 1989.3!                  *+                  !!           .0 .  .           !
 1989.4!                 *+                   !!           .  0  .           !
 1990.1!                 +   *                !!           .  .  .0          !
 1990.2!                    *+                !!           . 0.  .           !
 1990.3!                     +                !!           .  .0 .           !
 1990.4!                     *+               !!           . 0.  .           !
 1991.1!                      +               !!           .  0  .           !
 1991.2!                      +               !!           . 0.  .           !
 1991.3!                      +               !!           .  0  .           !
 1991.4!                      +               !!           .  0  .           !
 1992.1!                      +*              !!           .  0  .           !
 1992.2!                      *+              !!           . 0.  .           !
 1992.3!                      +               !!           . 0.  .           !
 1992.4!                      +*              !!           .  .0 .           !
 1993.1!                      *+              !!           .  0  .           !
 1993.2!                      *+              !!           .  0  .           !
 1993.3!                      +*              !!           .  0  .           !
 1993.4!                      +*              !!           .  0  .           !
 1994.1!                      +               !!           . 0.  .           !
 1994.2!                      +               !!           .  0  .           !
 1994.3!                      +*              !!           .  0  .           !
 1994.4!                       +              !!           .  0  .           !
 1995.1!                       +              !!           . 0.  .           !
 1995.2!                       +*             !!           .  . 0.           !
 1995.3!                       *+             !!           . 0.  .           !
 1995.4!                       +              !!           . 0.  .           !
 1996.1!                      +               !!           . 0.  .           !
 1996.2!                     + *              !!           .  . 0.           !
 1996.3!                     * +              !!           .0 .  .           !
 1996.4!                     +                !!           .  0  .           !
 1997.1!                     +                !!           .  .0 .           !
 1997.2!                     + *              !!           .  . 0.           !
 1997.3!                      +               !!           .  0  .           !
 1997.4!                      +*              !!           .  . 0.           !
 1998.1!                       +              !!           .  0  .           !
 1998.2!                      +   *           !!           .  .  .0          !
 1998.3!                         +            !!           . 0.  .           !
 1998.4!                      *  +            !!           0  .  .           !
 1999.1!                     *+               !!           . 0.  .           !
 1999.2!                     + *              !!           .  . 0.           !
 1999.3!                    *  +              !!           0  .  .           !
 1999.4!                    +      *          !!           .  .  .   0       !
 2000.1!                       *  +           !!          0.  .  .           !
 2000.2!                      +*              !!           .  .0 .           !
 2000.3!                       +              !!           .  .0 .           !
 2000.4!                       +*             !!           .  .0 .           !
 2001.1!                       +  *           !!           .  .  0           !
 2001.2!                         + *          !!           .  . 0.           !
 2001.3!                        * +           !!           .0 .  .           !
 2001.4!                       +              !!           . 0.  .           !
 2002.1!                      +  *            !!           .  .  0           !
 2002.2!                        +*            !!           .  0  .           !
 2002.3!                       *+             !!           . 0.  .           !
 2002.4!                       +              !!           .  0  .           !
 2003.1!                       +      *       !!           .  .  .   0       !
 2003.2!                           * +        !!           .0 .  .           !
 2003.3!                         *+           !!           . 0.  .           !
 2003.4!                       * +            !!           .0 .  .           !
 2004.1!                       *+             !!           . 0.  .           !
 2004.2!                       +   *          !!           .  .  .0          !
 2004.3!                       *  +           !!           0  .  .           !
 2004.4!                      * +             !!           . 0.  .           !
 2005.1!                       +              !!           .  .0 .           !
 2005.2!                      *+              !!           . 0.  .           !
 2005.3!                     * +              !!           . 0.  .           !
 2005.4!                     *+               !!           .  0  .           !
 2006.1!                     +  *             !!           .  .  0           !
 2006.2!                        +             !!           .  0  .           !
 2006.3!                       *+             !!           . 0.  .           !
 2006.4!                       +              !!           .  0  .           !
 2007.1!                       + *            !!           .  . 0.           !
 2007.2!                         +            !!           .  0  .           !
 2007.3!                         + *          !!           .  . 0.           !
 2007.4!                          *+          !!           . 0.  .           !
 2008.1!                          +           !!           .  0  .           !
 2008.2!                        * +           !!           .0 .  .           !
 2008.3!                        + *           !!           .  . 0.           !
 2008.4!                          +    *      !!           .  .  .  0        !
 2009.1!                             +      * !!           .  .  .   0       !
 2009.2!                           *      +   !!      0    .  .  .           !
 2009.3!                          +    *      !!           .  .  .  0        !
 2009.4!                          *   +       !!          0.  .  .           !
 2010.1!                         +*           !!           .  0  .           !
 2010.2!                         +           *!!           .  .  .         0 !
 2010.3!                             *    +   !!         0 .  .  .           !
 2010.4!                            +   *     !!           .  .  . 0         !
 2011.1!                              +  *    !!           .  .  0           !
 2011.2!                               + *    !!           .  . 0.           !
 2011.3!                               +      !!           .  0  .           !
 2011.4!                             +        !!           . 0.  .           !
 2012.1!                           +    *     !!           .  .  . 0         !
 2012.2!                             *+       !!           . 0.  .           !
 2012.3!                           +          *!           .  .  .        0  !
 2012.4!                            *      +  !!      0    .  .  .           !


     18.09 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHST=CHPX$Q/STPMM;                                                     
 GENR LAACHST=LOG(AACHST+.00001);                                             
 GENR LACHST=LOG(ACHST+.00001);                                               
 LHS AACHST=EXP(LAACHST)-.00001;                                              
  EQ  489 LAACHST C LACHST(-1) PCHST;                                         
EQUATION 585  LAACHST  
   RHS     C  LACHST(-1)  PCHST  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  585 PLOT=0;END;                                                     

Equation number =  585
**********************

Dependent variable = LAACHST 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.174814063

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.174469463       0.223960609  -0.77902     1.000000
12164 LACHST  ( -1)       0.886300278       0.043008824  20.60741    -5.188844
12162 PCHST   (  0)      -0.355587289       0.237588299  -1.49665     1.129037

SE of equation            =     0.289488178
Sum of squared residuals  =  10.3078188      -0.218647322E-10
Average absolute error    =     0.207189353
Sum of ABS residuals      =  26.1058585    
R squared                 =   0.85583
Durbin-Watson statistic   =   2.76594
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!      + *                             !!          .   . 0 .          !
 1981.4!         +     *                      !!          .   .   .0         !
 1982.1*              +                       !!0         .   .   .          !
 1982.2!+    *                                !!          .   .   0          !
 1982.3! *    +                               !!          0   .   .          !
 1982.4!  +              *                    !!          .   .   .         0!
 1983.1!*                +                    !0          .   .   .          !
 1983.2!*+                                    !!          .  0.   .          !
 1983.3! +  *                                 !!          .   .  0.          !
 1983.4!     +                                !!          .   0   .          !
 1984.1!*    +                                !!         0.   .   .          !
 1984.2! + *                                  !!          .   . 0 .          !
 1984.3!   +  *                               !!          .   .  0.          !
 1984.4!      +   *                           !!          .   .   0          !
 1985.1!      *  +                            !!          . 0 .   .          !
 1985.2!     +   *                            !!          .   .  0.          !
 1985.3!         + *                          !!          .   .  0.          !
 1985.4!           +  *                       !!          .   . 0 .          !
 1986.1!        *     +                       !!         0.   .   .          !
 1986.2!         +                            !!          .   0   .          !
 1986.3!         *+                           !!          .  0.   .          !
 1986.4!          +     *                     !!          .   .   . 0        !
 1987.1!       *         +                    !!     0    .   .   .          !
 1987.2!         + *                          !!          .   . 0 .          !
 1987.3!           *+                         !!          .  0.   .          !
 1987.4!            +*                        !!          .   .0  .          !
 1988.1!         *    +                       !!         0.   .   .          !
 1988.2!         *+                           !!          .  0.   .          !
 1988.3!         *+                           !!          .  0.   .          !
 1988.4!        * +                           !!          . 0 .   .          !
 1989.1!  *      +                            !!       0  .   .   .          !
 1989.2!   +   *                              !!          .   .  0.          !
 1989.3!        + *                           !!          .   .  0.          !
 1989.4!   *       +                          !!       0  .   .   .          !
 1990.1!    *+                                !!          .   0   .          !
 1990.2!      +                               !!          .   0   .          !
 1990.3!   *    +                             !!         0.   .   .          !
 1990.4!  *   +                               !!          .0  .   .          !
 1991.1!    *+                                !!          .  0.   .          !
 1991.2!     *+                               !!          .  0.   .          !
 1991.3!   *   +                              !!          0   .   .          !
 1991.4!     +  *                             !!          .   .  0.          !
 1992.1!  *      +                            !!       0  .   .   .          !
 1992.2!   *+                                 !!          .  0.   .          !
 1992.3!      +                               !!          .   0   .          !
 1992.4!      *+                              !!          .  0.   .          !
 1993.1!      *+                              !!          .  0.   .          !
 1993.2!        + *                           !!          .   . 0 .          !
 1993.3!           +*                         !!          .   .0  .          !
 1993.4!             +  *                     !!          .   . 0 .          !
 1994.1!         *      +                     !!        0 .   .   .          !
 1994.2!           +  *                       !!          .   .  0.          !
 1994.3!             * +                      !!          .  0.   .          !
 1994.4!              +   *                   !!          .   .   0          !
 1995.1!          *       +                   !!      0   .   .   .          !
 1995.2!            +  *                      !!          .   .  0.          !
 1995.3!                +                     !!          .   0   .          !
 1995.4!                 +*                   !!          .   .0  .          !
 1996.1!            *     +                   !!        0 .   .   .          !
 1996.2!             + *                      !!          .   . 0 .          !
 1996.3!                + *                   !!          .   . 0 .          !
 1996.4!                   +                  !!          .   .0  .          !
 1997.1!               *   +                  !!          0   .   .          !
 1997.2!                +   *                 !!          .   .   0          !
 1997.3!                    + *               !!          .   . 0 .          !
 1997.4!                      +               !!          .   .0  .          !
 1998.1!               *      +               !!       0  .   .   .          !
 1998.2!               +   *                  !!          .   .   0          !
 1998.3!                   +  *               !!          .   .  0.          !
 1998.4!                     *+               !!          .  0.   .          !
 1999.1!               *     +                !!        0 .   .   .          !
 1999.2!               +    *                 !!          .   .   0          !
 1999.3!                    +*                !!          .   .0  .          !
 1999.4!                     + *              !!          .   . 0 .          !
 2000.1!                  *   +               !!          0   .   .          !
 2000.2!                 +    *               !!          .   .   0          !
 2000.3!                     + *              !!          .   . 0 .          !
 2000.4!                   *  +               !!          .0  .   .          !
 2001.1!                   +                  !!          .   0   .          !
 2001.2!                  +                   !!          .   0   .          !
 2001.3!                 + *                  !!          .   . 0 .          !
 2001.4!                  +                   !!          .  0.   .          !
 2002.1!                 +*                   !!          .   .0  .          !
 2002.2!                 +*                   !!          .   0   .          !
 2002.3!                 +  *                 !!          .   . 0 .          !
 2002.4!                  * +                 !!          . 0 .   .          !
 2003.1!                  + *                 !!          .   .0  .          !
 2003.2!                    +*                !!          .   .0  .          !
 2003.3!                     + *              !!          .   . 0 .          !
 2003.4!                       +*             !!          .   .0  .          !
 2004.1!                        +             !!          .   0   .          !
 2004.2!                        +   *         !!          .   .  0.          !
 2004.3!                           +    *     !!          .   .   0          !
 2004.4!                              *+      !!          .  0.   .          !
 2005.1!                             +        !!          .   0   .          !
 2005.2!                             +        !!          .   .0  .          !
 2005.3!                             +  *     !!          .   .  0.          !
 2005.4!                              *+      !!          .  0.   .          !
 2006.1!                             +  *     !!          .   . 0 .          !
 2006.2!                               + *    !!          .   . 0 .          !
 2006.3!                                +  *  !!          .   .  0.          !
 2006.4!                              *   +   !!          .0  .   .          !
 2007.1!                              +    *  !!          .   .   .0         !
 2007.2!                                  +*  !!          .   .0  .          !
 2007.3!                                  +   *!          .   .   0          !
 2007.4!                                     +!!          .   0   .          !
 2008.1!                                 *  + !!          . 0 .   .          !
 2008.2!                                +    *!!          .   .   0          !
 2008.3!                                    + *!          .   . 0 .          !
 2008.4!                                  * + !!          . 0 .   .          !
 2009.1!                              *  +    !!          .0  .   .          !
 2009.2!                              + *     !!          .   . 0 .          !
 2009.3!                               +  *   !!          .   . 0 .          !
 2009.4!                               * +    !!          . 0 .   .          !
 2010.1!                              *+      !!          .   0   .          !
 2010.2!                              +       !!          .   0   .          !
 2010.3!                             +    *   !!          .   .   .0         !
 2010.4!                               * +    !!          . 0 .   .          !
 2011.1!                            *  +      !!          . 0 .   .          !
 2011.2!                            +     *   !!          .   .   .0         !
 2011.3!                               * +    !!          .  0.   .          !
 2011.4!                              +       !!          .   0   .          !
 2012.1!                             +        !!          .  0.   .          !
 2012.2!                            +   *     !!          .   .   0          !
 2012.3!                               + *    !!          .   . 0 .          !
 2012.4!                               *+     !!          .  0.   .          !


     22.22 percent of the residuals exceed 1 SE
      3.97 percent of the residuals exceed 2 SE
@EQ   490 LAAARST C LAARST(-1) PARST;SMPL 1966.1 2012.4;OLS;EST  490 PLOT=0;EN
@EQ   491 LAABRST C LABRST(-1) PBRST;SMPL 1981.3 2012.4;OLS;EST  491 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCEST=CEPX$Q/STPMM;                                                     
 GENR LAACEST=LOG(AACEST+.00001);                                             
 GENR LACEST=LOG(ACEST+.00001);                                               
 LHS AACEST=EXP(LAACEST)-.00001;                                              
  EQ  492 LAACEST C LACEST(-1) PCEST;                                         
EQUATION 586  LAACEST  
   RHS     C  LACEST(-1)  PCEST  
 SMPL 1989.2 2012.4;                                                          
Sample period is now  1989.2 to  2012.4 Internally:   150 to   244
 OLS;EST  586 PLOT=0;END;                                                     

Equation number =  586
**********************

Dependent variable = LAACEST 

 1989.2 -   2012.4,    0 missing obs.,   95 obs. used.

Mean of dependent variable       -7.262342091

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.726527887       1.037298265  -0.70040     1.000000
12167 LACEST  ( -1)       0.651875685       0.073847850   8.82728    -7.316467
12165 PCEST   (  0)      -1.638459984       0.930793400  -1.76028     1.078078

SE of equation            =     0.775288738
Sum of squared residuals  =  55.2986817      -0.333395533E-10
Average absolute error    =     0.546557195
Sum of ABS residuals      =  51.9229335    
R squared                 =   0.49914
Durbin-Watson statistic   =   2.45531
SMPL and No. Obs.         = 1989.2   2012.4     95

Plot of actual(*) and fitted(+) values and residuals(0)


 1989.2!  *  +                                !!          . 0 .   .          !
 1989.3*        +                             !!        0 .   .   .          !
 1989.4!      +                 *             !!          .   .   .      0   !
 1990.1*                      +               !0          .   .   .          !
 1990.2!       +*                             !!          .   .0  .          !
 1990.3!      *       +                       !!         0.   .   .          !
 1990.4!             +      *                 !!          .   .   0          !
 1991.1!               *      +               !!         0.   .   .          !
 1991.2!                 +    *               !!          .   .  0.          !
 1991.3!                   *  +               !!          . 0 .   .          !
 1991.4!                 *   +                !!          . 0 .   .          !
 1992.1!           *        +                 !!        0 .   .   .          !
 1992.2!               +*                     !!          .   .0  .          !
 1992.3!                    +  *              !!          .   . 0 .          !
 1992.4!                     * +              !!          .  0.   .          !
 1993.1!               *     +                !!          0   .   .          !
 1993.2!                  + *                 !!          .   .0  .          !
 1993.3!                    +   *             !!          .   .  0.          !
 1993.4!    *                  +              !!  0       .   .   .          !
 1994.1!      *  +                            !!          .0  .   .          !
 1994.2!           +         *                !!          .   .   . 0        !
 1994.3!             *        +               !!        0 .   .   .          !
 1994.4!                 +                    !!          .   0   .          !
 1995.1!                   +  *               !!          .   . 0 .          !
 1995.2!                       +*             !!          .   0   .          !
 1995.3!                        +             !!          .   0   .          !
 1995.4!                         +    *       !!          .   .   0          !
 1996.1!                        *   +         !!          .0  .   .          !
 1996.2!                     *  +             !!          . 0 .   .          !
 1996.3!                      + *             !!          .   .0  .          !
 1996.4!                        +*            !!          .   0   .          !
 1997.1!                    *   +             !!          . 0 .   .          !
 1997.2!                     +*               !!          .   .0  .          !
 1997.3!                      +*              !!          .   0   .          !
 1997.4!                      +  *            !!          .   . 0 .          !
 1998.1!                  *    +              !!          0   .   .          !
 1998.2!                  *+                  !!          .   0   .          !
 1998.3!                   + *                !!          .   .0  .          !
 1998.4!                 *    +               !!          .0  .   .          !
 1999.1!                   +   *              !!          .   .  0.          !
 1999.2!                       + *            !!          .   . 0 .          !
 1999.3!                       *+             !!          .   0   .          !
 1999.4!                       +  *           !!          .   . 0 .          !
 2000.1!                        +             !!          .   0   .          !
 2000.2!                      +   *           !!          .   .  0.          !
 2000.3!                       +              !!          .   0   .          !
 2000.4!                    +       *         !!          .   .   .0         !
 2001.1!                        *+            !!          .   0   .          !
 2001.2!                      +        *      !!          .   .   . 0        !
 2001.3!                          +*          !!          .   .0  .          !
 2001.4!                        +   *         !!          .   .  0.          !
 2002.1!                        +             !!          .   0   .          !
 2002.2!                      +    *          !!          .   .   0          !
 2002.3!                 *       +            !!         0.   .   .          !
 2002.4!                  +                   !!          .   0   .          !
 2003.1!              *    +                  !!          .0  .   .          !
 2003.2!                 +       *            !!          .   .   .0         !
 2003.3!                   *     +            !!          0   .   .          !
 2003.4!                     +       *        !!          .   .   .0         !
 2004.1!                            +       * !!          .   .   .0         !
 2004.2!                     *          +     !!       0  .   .   .          !
 2004.3!             *        +               !!        0 .   .   .          !
 2004.4!          *       +                   !!         0.   .   .          !
 2005.1!          *     +                     !!          0   .   .          !
 2005.2!               +  *                   !!          .   . 0 .          !
 2005.3!                    +*                !!          .   0   .          !
 2005.4!                    * +               !!          .  0.   .          !
 2006.1!                     *+               !!          .   0   .          !
 2006.2!                       +  *           !!          .   . 0 .          !
 2006.3!                        * +           !!          .  0.   .          !
 2006.4!                      *  +            !!          . 0 .   .          !
 2007.1!                       +*             !!          .   .0  .          !
 2007.2!                      *  +            !!          . 0 .   .          !
 2007.3!                        +*            !!          .   .0  .          !
 2007.4!                          + *         !!          .   .0  .          !
 2008.1!                           *+         !!          .  0.   .          !
 2008.2!                           *+         !!          .   0   .          !
 2008.3!                          *+          !!          .  0.   .          !
 2008.4!                          +           !!          .   0   .          !
 2009.1!                         +   *        !!          .   . 0 .          !
 2009.2!                            +  *      !!          .   . 0 .          !
 2009.3!                              + *     !!          .   .0  .          !
 2009.4!                               +      !!          .   .0  .          !
 2010.1!                              + *     !!          .   . 0 .          !
 2010.2!                              +       !!          .   0   .          !
 2010.3!                            +   *     !!          .   .  0.          !
 2010.4!                              +  *    !!          .   . 0 .          !
 2011.1!                               +      !!          .   0   .          !
 2011.2!                             +    *   !!          .   .  0.          !
 2011.3!                               +    * !!          .   .  0.          !
 2011.4!                               *+     !!          .  0.   .          !
 2012.1!                             +    *   !!          .   .  0.          !
 2012.2!                               +     *!!          .   .   0          !
 2012.3!                                +    *!!          .   .  0.          !
 2012.4!                                +     *!          .   .   0          !


     23.16 percent of the residuals exceed 1 SE
      3.16 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMEST=MEPX$Q/STPMM;                                                     
 GENR LAAMEST=LOG(AAMEST+.00001);                                             
 GENR LAMEST=LOG(AMEST+.00001);                                               
 LHS AAMEST=EXP(LAAMEST)-.00001;                                              
  EQ  493 LAAMEST C LAMEST(-1) PMEST;                                         
EQUATION 587  LAAMEST  
   RHS     C  LAMEST(-1)  PMEST  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  587 PLOT=0;END;                                                     

Equation number =  587
**********************

Dependent variable = LAAMEST 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.274921984

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.746176604       0.354964321  -2.10212     1.000000
12170 LAMEST  ( -1)       0.872458109       0.035445138  24.61432    -6.269571
12168 PMEST   (  0)      -0.050897897       0.228659369  -0.22259     1.155395

SE of equation            =     0.418975082
Sum of squared residuals  =  32.4749221       0.128181910E-10
Average absolute error    =     0.304118955
Sum of ABS residuals      =  57.1743635    
R squared                 =   0.76638
Durbin-Watson statistic   =   2.19006
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                               +    * !!           .  .  . 0         !
 1966.2!                                  +*  !!           .  .0 .           !
 1966.3!                                *+    !!           .0 .  .           !
 1966.4!                               +      !!           .  .0 .           !
 1967.1!                              +       !!           . 0.  .           !
 1967.2!                             + *      !!           .  . 0.           !
 1967.3!                              +   *   !!           .  .  .0          !
 1967.4!                                +*    !!           .  .0 .           !
 1968.1!                                +     !!           .  0  .           !
 1968.2!                              + *     !!           .  .0 .           !
 1968.3!                              +   *   !!           .  .  .0          !
 1968.4!                                 +    !!           .  0  .           !
 1969.1!                              *+      !!           .0 .  .           !
 1969.2!                             +   *    !!           .  .  .0          !
 1969.3!                              *+      !!           . 0.  .           !
 1969.4!                             +*       !!           .  .0 .           !
 1970.1!                             +    *   !!           .  .  .0          !
 1970.2!                                +  *  !!           .  .  0           !
 1970.3!                                  +   *!           .  .  .0          !
 1970.4!                                    + !!           .  0  .           !
 1971.1!                                * +   !!           .0 .  .           !
 1971.2!                               +   *  !!           .  .  .0          !
 1971.3!                                 + *  !!           .  .0 .           !
 1971.4!                                *+    !!           . 0.  .           !
 1972.1!                *              +      !0           .  .  .           !
 1972.2!                 + *                  !!           .  . 0.           !
 1972.3!                   + *                !!           .  . 0.           !
 1972.4!                     +*               !!           .  .0 .           !
 1973.1!                      +*              !!           .  .0 .           !
 1973.2!                       +              !!           .  0  .           !
 1973.3!                       +*             !!           .  .0 .           !
 1973.4!                        +             !!           .  0  .           !
 1974.1!                     *  +             !!           0  .  .           !
 1974.2!                     +    *           !!           .  .  . 0         !
 1974.3!                      *   +           !!          0.  .  .           !
 1974.4!                      +               !!           .  0  .           !
 1975.1!                      +               !!           .  0  .           !
 1975.2!                    * +               !!           .0 .  .           !
 1975.3!                    +                 !!           . 0.  .           !
 1975.4!                    +     *           !!           .  .  .  0        !
 1976.1!                         +  *         !!           .  . 0.           !
 1976.2!                          *+          !!           . 0.  .           !
 1976.3!                    *     +           !!        0  .  .  .           !
 1976.4!                    +   *             !!           .  .  0           !
 1977.1!                        +*            !!           .  .0 .           !
 1977.2!                        +  *          !!           .  .  0           !
 1977.3!                           +*         !!           .  .0 .           !
 1977.4!                     *     +          !!        0  .  .  .           !
 1978.1!                   * +                !!           .0 .  .           !
 1978.2!                    +                 !!           .  0  .           !
 1978.3!                    +   *             !!           .  .  .0          !
 1978.4!                       *+             !!           . 0.  .           !
 1979.1!                *      +              !!       0   .  .  .           !
 1979.2!                *+                    !!           . 0.  .           !
 1979.3!                *+                    !!           . 0.  .           !
 1979.4!               * +                    !!           .0 .  .           !
 1980.1!                +*                    !!           .  .0 .           !
 1980.2!                * +                   !!           .0 .  .           !
 1980.3!        *        +                    !!     0     .  .  .           !
 1980.4!     *    +                           !!         0 .  .  .           !
 1981.1!       +     *                        !!           .  .  .  0        !
 1981.2!          *   +                       !!          0.  .  .           !
 1981.3!       *    +                         !!         0 .  .  .           !
 1981.4*         +                            !!    0      .  .  .           !
 1982.1!  +       *                           !!           .  .  .    0      !
 1982.2!           +   *                      !!           .  .  .0          !
 1982.3!          *     +                     !!        0  .  .  .           !
 1982.4!           +     *                    !!           .  .  .  0        !
 1983.1!                  +*                  !!           .  .0 .           !
 1983.2!                   + *                !!           .  . 0.           !
 1983.3!                     +                !!           .  0  .           !
 1983.4!                 *   +                !!          0.  .  .           !
 1984.1!                 +                    !!           .  0  .           !
 1984.2!                * +                   !!           .0 .  .           !
 1984.3!                +  *                  !!           .  . 0.           !
 1984.4!          *        +                  !!     0     .  .  .           !
 1985.1!           +    *                     !!           .  .  .0          !
 1985.2!             *  +                     !!          0.  .  .           !
 1985.3!           *  +                       !!           0  .  .           !
 1985.4!            + *                       !!           .  . 0.           !
 1986.1!               +*                     !!           .  .0 .           !
 1986.2!                 + *                  !!           .  . 0.           !
 1986.3!                   +   *              !!           .  .  .0          !
 1986.4!               *       +              !!      0    .  .  .           !
 1987.1!                +      *              !!           .  .  .   0       !
 1987.2!                  *    +              !!         0 .  .  .           !
 1987.3!                 * +                  !!           .0 .  .           !
 1987.4!                  +  *                !!           .  .  .0          !
 1988.1!                    * +               !!           . 0.  .           !
 1988.2!                    *+                !!           .  0  .           !
 1988.3!                 *   +                !!           0  .  .           !
 1988.4!                 *+                   !!           . 0.  .           !
 1989.1!                 +   *                !!           .  .  .0          !
 1989.2!                 *   +                !!          0.  .  .           !
 1989.3!               *  +                   !!           0  .  .           !
 1989.4!                +                     !!           .  0  .           !
 1990.1!                 +         *          !!           .  .  .      0    !
 1990.2!                         *+           !!           . 0.  .           !
 1990.3!                         +*           !!           .  .0 .           !
 1990.4!                          + *         !!           .  .  0           !
 1991.1!                       *    +         !!         0 .  .  .           !
 1991.2!                     * +              !!           0  .  .           !
 1991.3!                    *+                !!           . 0.  .           !
 1991.4!                    + *               !!           .  .0 .           !
 1992.1!                      +               !!           .  .0 .           !
 1992.2!                       +              !!           .  .0 .           !
 1992.3!                    *   +             !!          0.  .  .           !
 1992.4!                    +     *           !!           .  .  . 0         !
 1993.1!                     *   +            !!          0.  .  .           !
 1993.2!                      + *             !!           .  . 0.           !
 1993.3!                        +             !!           .  0  .           !
 1993.4!                        +             !!           .  0  .           !
 1994.1!                     * +              !!           .0 .  .           !
 1994.2!                     +  *             !!           .  .  0           !
 1994.3!                        +             !!           .  0  .           !
 1994.4!                        +             !!           .  0  .           !
 1995.1!                        +      *      !!           .  .  .  0        !
 1995.2!                              +    *  !!           .  .  . 0         !
 1995.3!                                 +  * !!           .  .  0           !
 1995.4!                                 * +  !!           .0 .  .           !
 1996.1!                              * +     !!           .0 .  .           !
 1996.2!                             +*       !!           .  .0 .           !
 1996.3!                            *+        !!           . 0.  .           !
 1996.4!                            +*        !!           .  .0 .           !
 1997.1!                            +*        !!           .  0  .           !
 1997.2!                            +*        !!           .  .0 .           !
 1997.3!                            +*        !!           .  0  .           !
 1997.4!                            +*        !!           .  .0 .           !
 1998.1!                       *     +        !!        0  .  .  .           !
 1998.2!                      *+              !!           . 0.  .           !
 1998.3!                      +    *          !!           .  .  . 0         !
 1998.4!                          +   *       !!           .  .  .0          !
 1999.1!                              +       !!           .  0  .           !
 1999.2!                             + *      !!           .  . 0.           !
 1999.3!                              +*      !!           .  .0 .           !
 1999.4!                              +*      !!           .  .0 .           !
 2000.1!                              +*      !!           .  .0 .           !
 2000.2!                              + *     !!           .  . 0.           !
 2000.3!                              + *     !!           .  .0 .           !
 2000.4!                               +*     !!           .  .0 .           !
 2001.1!                             * +      !!           . 0.  .           !
 2001.2!                            + *       !!           .  .0 .           !
 2001.3!                             +*       !!           .  .0 .           !
 2001.4!                             +*       !!           .  . 0.           !
 2002.1!                     *       +        !!      0    .  .  .           !
 2002.2!                     +*               !!           .  0  .           !
 2002.3!                      +               !!           .  0  .           !
 2002.4!                      +               !!           .  0  .           !
 2003.1!                 *    +               !!         0 .  .  .           !
 2003.2!                 *+                   !!           . 0.  .           !
 2003.3!                  +                   !!           .  0  .           !
 2003.4!                  +                   !!           .  0  .           !
 2004.1!                *  +                  !!           0  .  .           !
 2004.2!                *+                    !!           . 0.  .           !
 2004.3!               * +                    !!           . 0.  .           !
 2004.4!                *+                    !!           . 0.  .           !
 2005.1!                *+                    !!           . 0.  .           !
 2005.2!                 +                    !!           .  0  .           !
 2005.3!                *+                    !!           . 0.  .           !
 2005.4!                 +                    !!           .  0  .           !
 2006.1!              *   +                   !!          0.  .  .           !
 2006.2!               +                      !!           .  0  .           !
 2006.3!              * +                     !!           .0 .  .           !
 2006.4!              *+                      !!           .0 .  .           !
 2007.1!               +    *                 !!           .  .  . 0         !
 2007.2!                    +                 !!           .  0  .           !
 2007.3!                    *+                !!           . 0.  .           !
 2007.4!                    +*                !!           .  0  .           !
 2008.1!                     +     *          !!           .  .  .  0        !
 2008.2!                           + *        !!           .  . 0.           !
 2008.3!                         *  +         !!           0  .  .           !
 2008.4!                         +  *         !!           .  .  0           !
 2009.1!                         * +          !!           0  .  .           !
 2009.2!                         +            !!           .  0  .           !
 2009.3!                         +            !!           .  .0 .           !
 2009.4!                         + *          !!           .  . 0.           !
 2010.1!                          +     *     !!           .  .  .  0        !
 2010.2!                             * +      !!           .0 .  .           !
 2010.3!                             +*       !!           .  .0 .           !
 2010.4!                            *+        !!           . 0.  .           !
 2011.1!                            +   *     !!           .  .  . 0         !
 2011.2!                               +*     !!           .  .0 .           !
 2011.3!                              *+      !!           . 0.  .           !
 2011.4!                           * +        !!           .0 .  .           !
 2012.1!                           +  *       !!           .  .  0           !
 2012.2!                             +  *     !!           .  .  0           !
 2012.3!                          *    +      !!         0 .  .  .           !
 2012.4!                        *+            !!           .0 .  .           !


     28.72 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPEST=PEPX$Q/STPMM;                                                     
 GENR LAAPEST=LOG(AAPEST+.00001);                                             
 GENR LAPEST=LOG(APEST+.00001);                                               
 LHS AAPEST=EXP(LAAPEST)-.00001;                                              
  EQ  494 LAAPEST C LAPEST(-1) PPEST;                                         
EQUATION 588  LAAPEST  
   RHS     C  LAPEST(-1)  PPEST  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  588 PLOT=0;END;                                                     

Equation number =  588
**********************

Dependent variable = LAAPEST 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -6.294469822

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.178746721       0.221308749  -0.80768     1.000000
12173 LAPEST  ( -1)       0.914513412       0.033089772  27.63734    -6.285907
12171 PPEST   (  0)      -0.426026143       0.156714334  -2.71849     0.861864

SE of equation            =     0.555564669
Sum of squared residuals  =  37.9642085       0.266986433E-11
Average absolute error    =     0.354584149
Sum of ABS residuals      =  44.6776027    
R squared                 =   0.87655
Durbin-Watson statistic   =   1.96160
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!          *+                          !!            .0. .            !
 1981.4!           +   *                      !!            . . 0            !
 1982.1!      *        +                      !!         0  . . .            !
 1982.2!    *  +                              !!            0 . .            !
 1982.3!  *  +                                !!            0 . .            !
 1982.4!    +     *                           !!            . . .0           !
 1983.1!       *   +                          !!            0 . .            !
 1983.2!   *    +                             !!           0. . .            !
 1983.3!    +  *                              !!            . .0.            !
 1983.4!     *  +                             !!            .0. .            !
 1984.1!      +    *                          !!            . . .0           !
 1984.2!        *   +                         !!            0 . .            !
 1984.3!         +*                           !!            . 0 .            !
 1984.4!           + *                        !!            . . 0            !
 1985.1!              +    *                  !!            . . .0           !
 1985.2!                  *+                  !!            .0. .            !
 1985.3!                  +                   !!            . 0 .            !
 1985.4!                   + *                !!            . .0.            !
 1986.1!               *     +                !!           0. . .            !
 1986.2!                +                     !!            . 0 .            !
 1986.3!                 +                    !!            . 0 .            !
 1986.4!                  + *                 !!            . .0.            !
 1987.1!                  *  +                !!            0 . .            !
 1987.2!                  *+                  !!            . 0 .            !
 1987.3!                *  +                  !!            0 . .            !
 1987.4!               *+                     !!            .0. .            !
 1988.1!                +*                    !!            . 0 .            !
 1988.2!              *  +                    !!            0 . .            !
 1988.3!             * +                      !!            .0. .            !
 1988.4!             +   *                    !!            . . 0            !
 1989.1!              *  +                    !!            0 . .            !
 1989.2!            * +                       !!            .0. .            !
 1989.3!           *+                         !!            .0. .            !
 1989.4!            +  *                      !!            . . 0            !
 1990.1!         *      +                     !!          0 . . .            !
 1990.2!       *  +                           !!            0 . .            !
 1990.3!        *+                            !!            . 0 .            !
 1990.4!          +*                          !!            . .0.            !
 1991.1! *        +                           !!         0  . . .            !
 1991.2!   +        *                         !!            . . .  0         !
 1991.3!          *  +                        !!            .0. .            !
 1991.4!            +                         !!            . 0 .            !
 1992.1!             +*                       !!            . .0.            !
 1992.2!             * +                      !!            .0. .            !
 1992.3!            * +                       !!            .0. .            !
 1992.4!             + *                      !!            . .0.            !
 1993.1!                +  *                  !!            . .0.            !
 1993.2!                *   +                 !!            0 . .            !
 1993.3!                 +                    !!            . 0 .            !
 1993.4!                 *+                   !!            .0. .            !
 1994.1!                * +                   !!            .0. .            !
 1994.2!             *   +                    !!            0 . .            !
 1994.3!              +                       !!            . 0 .            !
 1994.4!               +    *                 !!            . . .0           !
 1995.1!                    + *               !!            . .0.            !
 1995.2!                      +*              !!            . 0 .            !
 1995.3!                       +              !!            . 0 .            !
 1995.4!                       + *            !!            . .0.            !
 1996.1!                        *+            !!            .0. .            !
 1996.2!                        + *           !!            . .0.            !
 1996.3!                          +  *        !!            . .0.            !
 1996.4!                            +*        !!            . 0 .            !
 1997.1!                            +*        !!            . 0 .            !
 1997.2!                             +        !!            . 0 .            !
 1997.3!                            +*        !!            . 0 .            !
 1997.4!                             +        !!            . 0 .            !
 1998.1!                             +        !!            . 0 .            !
 1998.2!                             +*       !!            . 0 .            !
 1998.3!                             + *      !!            . .0.            !
 1998.4!                               +*     !!            . .0.            !
 1999.1!                                +*    !!            . .0.            !
 1999.2!                                 +    !!            . 0 .            !
 1999.3!                               *+     !!            .0. .            !
 1999.4!                               + *    !!            . .0.            !
 2000.1!                                *+    !!            . 0 .            !
 2000.2!                                +     !!            . 0 .            !
 2000.3!                               +      !!            . 0 .            !
 2000.4!                              *+      !!            .0. .            !
 2001.1!                          *   +       !!            0 . .            !
 2001.2!                        * +           !!            .0. .            !
 2001.3!                        +     *       !!            . . .0           !
 2001.4!                              +       !!            . 0 .            !
 2002.1!                              +*      !!            . 0 .            !
 2002.2!                              +*      !!            . 0 .            !
 2002.3!                               +*     !!            . .0.            !
 2002.4!                                + *   !!            . .0.            !
 2003.1!                                 *+   !!            .0. .            !
 2003.2!                                + *   !!            . .0.            !
 2003.3!                                 + *  !!            . .0.            !
 2003.4!                             *    +   !!           0. . .            !
 2004.1!                          *  +        !!            .0. .            !
 2004.2!                       *  +           !!            .0. .            !
 2004.3!                      *+              !!            . 0 .            !
 2004.4!                       +*             !!            . .0.            !
 2005.1!                        + *           !!            . .0.            !
 2005.2!                          +*          !!            . 0 .            !
 2005.3!                          +   *       !!            . . 0            !
 2005.4!                             +*       !!            . .0.            !
 2006.1!                            *+        !!            . 0 .            !
 2006.2!                          +   *       !!            . . 0            !
 2006.3!                           +   *      !!            . . 0            !
 2006.4!                            +*        !!            . .0.            !
 2007.1!                           +   *      !!            . . 0            !
 2007.2!                            +  *      !!            . .0.            !
 2007.3!                            + *       !!            . .0.            !
 2007.4!                            +   *     !!            . . .0           !
 2008.1!                              +  *    !!            . . 0            !
 2008.2!                               + *    !!            . .0.            !
 2008.3!                              +   *   !!            . . 0            !
 2008.4!                                 +   *!!            . . 0            !
 2009.1!                                   +  *!            . .0.            !
 2009.2!                                    + *!            . .0.            !
 2009.3!                                    +*!!            . .0.            !
 2009.4!                                   +  !!            . 0 .            !
 2010.1!     *                          +     !0            . . .            !
 2010.2! *  +                                 !!            0 . .            !
 2010.3! +                                    !!            . 0 .            !
 2010.4!+*                                    !!            . 0 .            !
 2011.1!+ *                                   !!            . .0.            !
 2011.2! +*                                   !!            . 0 .            !
 2011.3* +                                    !!            .0. .            !
 2011.4+ *                                    !!            . .0.            !
 2012.1! +     *                              !!            . . .0           !
 2012.2!    * +                               !!            .0. .            !
 2012.3!   +                                  !!            . 0 .            !
 2012.4!   +                                  !!            . 0 .            !


     17.46 percent of the residuals exceed 1 SE
      3.17 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTUST=TUPX$/STPMM;                                                      
 GENR LAATUST=LOG(AATUST+.00001);                                             
 GENR LATUST=LOG(ATUST+.00001);                                               
 LHS AATUST=EXP(LAATUST)-.00001;                                              
  EQ  495 LAATUST C LATUST(-1) PTUST;                                         
EQUATION 589  LAATUST  
   RHS     C  LATUST(-1)  PTUST  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  589 PLOT=0;END;                                                     

Equation number =  589
**********************

Dependent variable = LAATUST 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.430066548

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.474255769       0.392487810  -3.75618     1.000000
12176 LATUST  ( -1)       0.687551629       0.054751446  12.55769    -5.438613
12174 PTUST   (  0)      -0.187367765       0.226413065  -0.82755     1.155395

SE of equation            =     0.415246082
Sum of squared residuals  =  31.8994221      -0.191846539E-11
Average absolute error    =     0.308675808
Sum of ABS residuals      =  58.0310520    
R squared                 =   0.46223
Durbin-Watson statistic   =   2.24746
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!         +    *                       !!          .   .   .0         !
 1966.2!          *  +                        !!          . 0 .   .          !
 1966.3*          +                           !!    0     .   .   .          !
 1966.4!  +        *                          !!          .   .   .   0      !
 1967.1!           +                          !!          .   0   .          !
 1967.2!           +    *                     !!          .   .   .0         !
 1967.3!         *    +                       !!          0   .   .          !
 1967.4!         +  *                         !!          .   .  0.          !
 1968.1!           +   *                      !!          .   .  0.          !
 1968.2!            *+                        !!          . 0 .   .          !
 1968.3!      *    +                          !!         0.   .   .          !
 1968.4!       + *                            !!          .   . 0 .          !
 1969.1!      *  +                            !!          .0  .   .          !
 1969.2!       +       *                      !!          .   .   .  0       !
 1969.3!           * +                        !!          . 0 .   .          !
 1969.4!      *   +                           !!          .0  .   .          !
 1970.1!       +    *                         !!          .   .   0          !
 1970.2!           +  *                       !!          .   .  0.          !
 1970.3!           * +                        !!          . 0 .   .          !
 1970.4!          +   *                       !!          .   .  0.          !
 1971.1!             +  *                     !!          .   .  0.          !
 1971.2!          *   +                       !!          0   .   .          !
 1971.3!          +   *                       !!          .   .  0.          !
 1971.4!             +         *              !!          .   .   .    0     !
 1972.1!                 * +                  !!          .  0.   .          !
 1972.2!               +                      !!          .  0.   .          !
 1972.3!              +     *                 !!          .   .   . 0        !
 1972.4!              *  +                    !!          .0  .   .          !
 1973.1!             +     *                  !!          .   .   .0         !
 1973.2!                 +  *                 !!          .   .  0.          !
 1973.3!                 +  *                 !!          .   . 0 .          !
 1973.4!              *  +                    !!          . 0 .   .          !
 1974.1!             +  *                     !!          .   .  0.          !
 1974.2!               + *                    !!          .   . 0 .          !
 1974.3!            *  +                      !!          . 0 .   .          !
 1974.4!      *     +                         !!         0.   .   .          !
 1975.1!       +                              !!          .   0   .          !
 1975.2!        +      *                      !!          .   .   . 0        !
 1975.3!              +   *                   !!          .   .   0          !
 1975.4!              * +                     !!          . 0 .   .          !
 1976.1!             +             *          !!          .   .   .       0  !
 1976.2!                    * +               !!          .  0.   .          !
 1976.3!               * +                    !!          . 0 .   .          !
 1976.4!              +                       !!          .   .0  .          !
 1977.1!            *+                        !!          .  0.   .          !
 1977.2!            + *                       !!          .   . 0 .          !
 1977.3!         *   +                        !!          0   .   .          !
 1977.4!         +    *                       !!          .   .   0          !
 1978.1!           * +                        !!          . 0 .   .          !
 1978.2!           +*                         !!          .   .0  .          !
 1978.3!      *     +                         !!         0.   .   .          !
 1978.4!        +  *                          !!          .   .  0.          !
 1979.1!           +*                         !!          .   .0  .          !
 1979.2!     *      +                         !!        0 .   .   .          !
 1979.3!  *    +                              !!          0   .   .          !
 1979.4!     +                                !!          .   0   .          !
 1980.1!*      +                              !!        0 .   .   .          !
 1980.2!    +                                 !!          .   0   .          !
 1980.3!    *  +                              !!          .0  .   .          !
 1980.4!      +      *                        !!          .   .   . 0        !
 1981.1!            +  *                      !!          .   . 0 .          !
 1981.2!              +*                      !!          .   .0  .          !
 1981.3!             +*                       !!          .   .0  .          !
 1981.4!             +    *                   !!          .   .   0          !
 1982.1!               +*                     !!          .   .0  .          !
 1982.2!              + *                     !!          .   . 0 .          !
 1982.3!              +    *                  !!          .   .   0          !
 1982.4!                +    *                !!          .   .   0          !
 1983.1!            *     +                   !!         0.   .   .          !
 1983.2!            +  *                      !!          .   .  0.          !
 1983.3!             +     *                  !!          .   .   .0         !
 1983.4!                + *                   !!          .   . 0 .          !
 1984.1!                +        *            !!          .   .   .   0      !
 1984.2!                    +                 !!          .   0   .          !
 1984.3!           *     +                    !!         0.   .   .          !
 1984.4!          +                           !!          .   0   .          !
 1985.1!  *       +                           !!       0  .   .   .          !
 1985.2!    +    *                            !!          .   .   0          !
 1985.3!        *+                            !!          .  0.   .          !
 1985.4!    *   +                             !!          0   .   .          !
 1986.1!   *  +                               !!          .0  .   .          !
 1986.2!     +*                               !!          .   .0  .          !
 1986.3!       *+                             !!          .   0   .          !
 1986.4!        +  *                          !!          .   . 0 .          !
 1987.1!      *    +                          !!          0   .   .          !
 1987.2!        +*                            !!          .   .0  .          !
 1987.3!          +             *             !!          .   .   .       0  !
 1987.4!             *      +                 !!       0  .   .   .          !
 1988.1!           *+                         !!          .  0.   .          !
 1988.2!           +  *                       !!          .   .  0.          !
 1988.3!   *         +                        !!     0    .   .   .          !
 1988.4!     +  *                             !!          .   . 0 .          !
 1989.1!      *  +                            !!          .0  .   .          !
 1989.2!   *   +                              !!          0   .   .          !
 1989.3! *   +                                !!          0   .   .          !
 1989.4!   *+                                 !!          .  0.   .          !
 1990.1!     +  *                             !!          .   . 0 .          !
 1990.2!         +  *                         !!          .   . 0 .          !
 1990.3!      *     +                         !!         0.   .   .          !
 1990.4!        +   *                         !!          .   .  0.          !
 1991.1!            +                         !!          .   0   .          !
 1991.2!       *    +                         !!          0   .   .          !
 1991.3!  *     +                             !!        0 .   .   .          !
 1991.4!     +   *                            !!          .   .   0          !
 1992.1!        * +                           !!          . 0 .   .          !
 1992.2!     *   +                            !!          .0  .   .          !
 1992.3!       +*                             !!          .   .0  .          !
 1992.4!      *  +                            !!          .0  .   .          !
 1993.1!        +                             !!          .   0   .          !
 1993.2!   *     +                            !!         0.   .   .          !
 1993.3!     +                                !!          .  0.   .          !
 1993.4!       +                              !!          .   0   .          !
 1994.1!        +                             !!          .   0   .          !
 1994.2!     *   +                            !!          0   .   .          !
 1994.3!       +                              !!          .   0   .          !
 1994.4!     *  +                             !!          .0  .   .          !
 1995.1!   *   +                              !!          0   .   .          !
 1995.2!      +                               !!          .   0   .          !
 1995.3!     *  +                             !!          . 0 .   .          !
 1995.4!      *+                              !!          .  0.   .          !
 1996.1!        +                             !!          .   0   .          !
 1996.2!        *+                            !!          .  0.   .          !
 1996.3!    *    +                            !!          0   .   .          !
 1996.4!       +                              !!          .   0   .          !
 1997.1!       * +                            !!          .  0.   .          !
 1997.2!         +*                           !!          .   .0  .          !
 1997.3!       *  +                           !!          .0  .   .          !
 1997.4!        +                             !!          .   0   .          !
 1998.1!  *      +                            !!        0 .   .   .          !
 1998.2!     +                                !!          .   0   .          !
 1998.3!    *  +                              !!          . 0 .   .          !
 1998.4!     * +                              !!          .  0.   .          !
 1999.1!       +*                             !!          .   0   .          !
 1999.2!      *  +                            !!          . 0 .   .          !
 1999.3!   *    +                             !!          0   .   .          !
 1999.4!   * +                                !!          . 0 .   .          !
 2000.1!  *   +                               !!          .0  .   .          !
 2000.2!     +                                !!          .   0   .          !
 2000.3! *     +                              !!         0.   .   .          !
 2000.4!  * +                                 !!          .  0.   .          !
 2001.1!  *  +                                !!          . 0 .   .          !
 2001.2!   * +                                !!          . 0 .   .          !
 2001.3!  *  +                                !!          .0  .   .          !
 2001.4!    *+                                !!          .  0.   .          !
 2002.1!     *+                               !!          .  0.   .          !
 2002.2!     * +                              !!          . 0 .   .          !
 2002.3!     * +                              !!          .  0.   .          !
 2002.4!     * +                              !!          .  0.   .          !
 2003.1!      *+                              !!          .  0.   .          !
 2003.2!       *+                             !!          .  0.   .          !
 2003.3!       *+                             !!          .  0.   .          !
 2003.4!        +*                            !!          .   0   .          !
 2004.1!       *  +                           !!          . 0 .   .          !
 2004.2!         +*                           !!          .   .0  .          !
 2004.3!        * +                           !!          . 0 .   .          !
 2004.4!        * +                           !!          .  0.   .          !
 2005.1!        *+                            !!          .  0.   .          !
 2005.2!       *  +                           !!          . 0 .   .          !
 2005.3!        *+                            !!          .   0   .          !
 2005.4!         +  *                         !!          .   .  0.          !
 2006.1!            + *                       !!          .   .0  .          !
 2006.2!             +  *                     !!          .   . 0 .          !
 2006.3!              *+                      !!          .   0   .          !
 2006.4!            * +                       !!          . 0 .   .          !
 2007.1!            + *                       !!          .   .0  .          !
 2007.2!          *  +                        !!          .0  .   .          !
 2007.3!           +                          !!          .   0   .          !
 2007.4!           +     *                    !!          .   .   .0         !
 2008.1!               +              *       !!          .   .   .        0 !
 2008.2!              *          +            !!     0    .   .   .          !
 2008.3!              +                       !!          .   .0  .          !
 2008.4!              +                *      !!          .   .   .          0
 2009.1!                         +            *!          .   .   .      0   !
 2009.2!                      *       +       !!       0  .   .   .          !
 2009.3!                   +   *              !!          .   .  0.          !
 2009.4!                    +       *         !!          .   .   .  0       !
 2010.1!              *        +              !!       0  .   .   .          !
 2010.2!              +               *       !!          .   .   .         0!
 2010.3!              *         +             !!     0    .   .   .          !
 2010.4!             +   *                    !!          .   .  0.          !
 2011.1!      *        +                      !!      0   .   .   .          !
 2011.2!        + *                           !!          .   . 0 .          !
 2011.3!           +     *                    !!          .   .   .0         !
 2011.4!               +  *                   !!          .   .  0.          !
 2012.1!              * +                     !!          . 0 .   .          !
 2012.2!            *+                        !!          .  0.   .          !
 2012.3!            +      *                  !!          .   .   .  0       !
 2012.4!                 +         *          !!          .   .   .    0     !


     24.47 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDST=PDPX$/STPMM;                                                      
 GENR LAAPDST=LOG(AAPDST+.00001);                                             
 GENR LAPDST=LOG(APDST+.00001);                                               
 LHS AAPDST=EXP(LAAPDST)-.00001;                                              
  EQ  496 LAAPDST C LAPDST(-1) PPDST;                                         
EQUATION 590  LAAPDST  
   RHS     C  LAPDST(-1)  PPDST  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  590 PLOT=0;END;                                                     

Equation number =  590
**********************

Dependent variable = LAAPDST 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.562227954

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.356857499       0.219322562  -1.62709     1.000000
12179 LAPDST  ( -1)       0.897656978       0.039294569  22.84430    -5.564189
12177 PPDST   (  0)      -0.186564116       0.136997983  -1.36180     1.129037

SE of equation            =     0.195820762
Sum of squared residuals  =  4.71652980      -0.302273762E-10
Average absolute error    =     0.125027271
Sum of ABS residuals      =  15.7534361    
R squared                 =   0.83530
Durbin-Watson statistic   =   2.11887
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                  * +                 !!           . 0.  .           !
 1981.4!                * +                   !!           . 0.  .           !
 1982.1!          *    +                      !!          0.  .  .           !
 1982.2!          +   *                       !!           .  .  0           !
 1982.3!           * +                        !!           .0 .  .           !
 1982.4!           + *                        !!           .  . 0.           !
 1983.1!          *  +                        !!           .0 .  .           !
 1983.2!          + *                         !!           .  . 0.           !
 1983.3!        *  +                          !!           0  .  .           !
 1983.4!      * +                             !!           . 0.  .           !
 1984.1!      +                               !!           . 0.  .           !
 1984.2!      +*                              !!           .  .0 .           !
 1984.3!       + *                            !!           .  . 0.           !
 1984.4!        +             *               !!           .  .  .       0   !
 1985.1!      *            +                  !!   0       .  .  .           !
 1985.2!     +  *                             !!           .  . 0.           !
 1985.3!        +   *                         !!           .  .  .0          !
 1985.4!            +                         !!           .  0  .           !
 1986.1!            + *                       !!           .  . 0.           !
 1986.2!             *+                       !!           .  0  .           !
 1986.3!            *+                        !!           . 0.  .           !
 1986.4!            + *                       !!           .  . 0.           !
 1987.1!              +   *                   !!           .  .  0           !
 1987.2!                * +                   !!           . 0.  .           !
 1987.3!                +  *                  !!           .  . 0.           !
 1987.4!                   +                  !!           .  0  .           !
 1988.1!                  + *                 !!           .  .0 .           !
 1988.2!                    +   *             !!           .  .  0           !
 1988.3!                    *  +              !!           .0 .  .           !
 1988.4!                   +    *             !!           .  .  .0          !
 1989.1!                    *  +              !!           .0 .  .           !
 1989.2!                   + *                !!           .  . 0.           !
 1989.3!                    +                 !!           .  0  .           !
 1989.4!                    +*                !!           .  .0 .           !
 1990.1!                    +        *        !!           .  .  .   0       !
 1990.2!                            + *       !!           .  . 0.           !
 1990.3!                             +  *     !!           .  .  0           !
 1990.4!                               +*     !!           .  .0 .           !
 1991.1!                               +      !!           .  0  .           !
 1991.2!                            *+        !!           . 0.  .           !
 1991.3!                          +           *!           .  .  .     0     !
 1991.4!                             *      + !!        0  .  .  .           !
 1992.1!         *                  +         !0           .  .  .           !
 1992.2!     *    +                           !!           0  .  .           !
 1992.3!       + *                            !!           .  . 0.           !
 1992.4!     *    +                           !!          0.  .  .           !
 1993.1!      +*                              !!           .  .0 .           !
 1993.2!     *  +                             !!           .0 .  .           !
 1993.3!      + *                             !!           .  .0 .           !
 1993.4!    *    +                            !!          0.  .  .           !
 1994.1! *   +                                !!           0  .  .           !
 1994.2!* +                                   !!           . 0.  .           !
 1994.3!  +  *                                !!           .  . 0.           !
 1994.4!      +                               !!           .  0  .           !
 1995.1!     * +                              !!           . 0.  .           !
 1995.2!      *+                              !!           .  0  .           !
 1995.3!    *  +                              !!           .0 .  .           !
 1995.4!     *+                               !!           .  0  .           !
 1996.1!       +                              !!           .  0  .           !
 1996.2!      * +                             !!           .0 .  .           !
 1996.3!       +                              !!           .  0  .           !
 1996.4!      * +                             !!           . 0.  .           !
 1997.1*       +                              !!       0   .  .  .           !
 1997.2!*+                                    !!           .  0  .           !
 1997.3! *+                                   !!           . 0.  .           !
 1997.4!  + *                                 !!           .  . 0.           !
 1998.1!*    +                                !!         0 .  .  .           !
 1998.2! + *                                  !!           .  . 0.           !
 1998.3!     +*                               !!           .  .0 .           !
 1998.4!    *  +                              !!           .0 .  .           !
 1999.1!  *  +                                !!           0  .  .           !
 1999.2!  *+                                  !!           . 0.  .           !
 1999.3! * +                                  !!           .0 .  .           !
 1999.4!  *+                                  !!           .  0  .           !
 2000.1!    +                                 !!           .  0  .           !
 2000.2!    +                                 !!           .  0  .           !
 2000.3!    *+                                !!           .  0  .           !
 2000.4!     + *                              !!           .  . 0.           !
 2001.1!      * +                             !!           . 0.  .           !
 2001.2!      *+                              !!           . 0.  .           !
 2001.3!      +*                              !!           .  .0 .           !
 2001.4!        + *                           !!           .  .0 .           !
 2002.1!         +                            !!           . 0.  .           !
 2002.2!         +                            !!           .  0  .           !
 2002.3!         +*                           !!           .  .0 .           !
 2002.4!          +  *                        !!           .  . 0.           !
 2003.1!           * +                        !!           .0 .  .           !
 2003.2!           +*                         !!           .  .0 .           !
 2003.3!             +                        !!           .  .0 .           !
 2003.4!              +*                      !!           .  .0 .           !
 2004.1!               *+                     !!           .  0  .           !
 2004.2!               +                      !!           .  0  .           !
 2004.3!               +                      !!           .  0  .           !
 2004.4!                +*                    !!           .  .0 .           !
 2005.1!                 +                    !!           .  0  .           !
 2005.2!                 +                    !!           .  0  .           !
 2005.3!                 + *                  !!           .  .0 .           !
 2005.4!                  *+                  !!           . 0.  .           !
 2006.1!                  +                   !!           .  0  .           !
 2006.2!                  +  *                !!           .  .  0           !
 2006.3!                     +*               !!           .  .0 .           !
 2006.4!                    *+                !!           . 0.  .           !
 2007.1!                    +*                !!           .  .0 .           !
 2007.2!                     +                !!           .  0  .           !
 2007.3!                    *+                !!           . 0.  .           !
 2007.4!                    +   *             !!           .  .  0           !
 2008.1!                        +             !!           .  0  .           !
 2008.2!                        +*            !!           .  .0 .           !
 2008.3!                        *+            !!           . 0.  .           !
 2008.4!                     * +              !!           .0 .  .           !
 2009.1!                    *+                !!           . 0.  .           !
 2009.2!                    +  *              !!           .  . 0.           !
 2009.3!                      +  *            !!           .  . 0.           !
 2009.4!                         +  *         !!           .  . 0.           !
 2010.1!                          *+          !!           .  0  .           !
 2010.2!                       * +            !!           .0 .  .           !
 2010.3!                      + *             !!           .  . 0.           !
 2010.4!                       *+             !!           . 0.  .           !
 2011.1!                      +*              !!           .  .0 .           !
 2011.2!                       + *            !!           .  .0 .           !
 2011.3!                      * +             !!           . 0.  .           !
 2011.4!                      +               !!           .  0  .           !
 2012.1!                     +  *             !!           .  . 0.           !
 2012.2!                       +*             !!           .  0  .           !
 2012.3!                       + *            !!           .  . 0.           !
 2012.4!                        + *           !!           .  .0 .           !


     15.08 percent of the residuals exceed 1 SE
      4.76 percent of the residuals exceed 2 SE
@@EQ  497 LAARUST C LARUST(-1) PRUST;SMPL 1992.3 2012.4;OLS;EST  497 PLOT=0;EN
@@EQ  498 LAAUEST C LAUEST(-1) PUEST;SMPL 1992.3 2012.4;OLS;EST  498 PLOT=0;EN
@EQ   499 LAAEGST C LAEGST(-1) PEGST;SMPL 1981.3 2012.4;OLS;EST  499 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PISST=ISPX$/STPMM;                                                      
 GENR LAAISST=LOG(AAISST+.00001);                                             
 GENR LAISST=LOG(AISST+.00001);                                               
 LHS AAISST=EXP(LAAISST)-.00001;                                              
  EQ  500 LAAISST C LAISST(-1) PISST;                                         
EQUATION 591  LAAISST  
   RHS     C  LAISST(-1)  PISST  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  591 PLOT=0;END;                                                     

Equation number =  591
**********************

Dependent variable = LAAISST 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.266935807

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.896259613       0.244289844  -3.66884     1.000000
12182 LAISST  ( -1)       0.758602342       0.046943529  16.15989    -5.262953
12180 PISST   (  0)      -0.371165635       0.173881330  -2.13459     1.018919

SE of equation            =     0.187842300
Sum of squared residuals  =  6.52767500       0.104289910E-10
Average absolute error    =     0.148115991
Sum of ABS residuals      =  27.8458062    
R squared                 =   0.64745
Durbin-Watson statistic   =   2.47350
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                       *  +           !!          . 0 .   .          !
 1966.2!                    *+                !!          .  0.   .          !
 1966.3!                   +        *         !!          .   .   .  0       !
 1966.4!                         +            !!          .   .0  .          !
 1967.1!                   *   +              !!          .0  .   .          !
 1967.2!                 *+                   !!          .  0.   .          !
 1967.3!                 +           *        !!          .   .   .      0   !
 1967.4!                     *   +            !!          0   .   .          !
 1968.1!                   +                  !!          .  0.   .          !
 1968.2!                  +      *            !!          .   .   . 0        !
 1968.3!                       +      *       !!          .   .   . 0        !
 1968.4!                          +  *        !!          .   . 0 .          !
 1969.1!                         +   *        !!          .   .  0.          !
 1969.2!                          +           *!          .   .   .      0   !
 1969.3!                            *    +    !!          0   .   .          !
 1969.4!                         +  *         !!          .   .  0.          !
 1970.1!                          +   *       !!          .   .   0          !
 1970.2!                           +          !!          .   0   .          !
 1970.3!                         + *          !!          .   . 0 .          !
 1970.4!                        *+            !!          . 0 .   .          !
 1971.1!                       +   *          !!          .   .   0          !
 1971.2!                          +  *        !!          .   . 0 .          !
 1971.3!                           +      *   !!          .   .   . 0        !
 1971.4!                               +  *   !!          .   .  0.          !
 1972.1!                            *  +      !!          .0  .   .          !
 1972.2!                         * +          !!          .  0.   .          !
 1972.3!                        +   *         !!          .   .  0.          !
 1972.4!                          + *         !!          .   . 0 .          !
 1973.1!                          +    *      !!          .   .   0          !
 1973.2!                        *   +         !!          .0  .   .          !
 1973.3!                       +    *         !!          .   .   0          !
 1973.4!                      *   +           !!          .0  .   .          !
 1974.1!                      +        *      !!          .   .   .   0      !
 1974.2!                            +         !!          .   0   .          !
 1974.3!                      *   +           !!          0   .   .          !
 1974.4!                      +     *         !!          .   .   . 0        !
 1975.1!                        *  +          !!          .0  .   .          !
 1975.2!                        +             !!          .   0   .          !
 1975.3!                     *  +             !!          .0  .   .          !
 1975.4!                     +   *            !!          .   .  0.          !
 1976.1!                        + *           !!          .   . 0 .          !
 1976.2!                     *    +           !!          0   .   .          !
 1976.3!                      +  *            !!          .   .  0.          !
 1976.4!                         + *          !!          .   . 0 .          !
 1977.1!                         *+           !!          .  0.   .          !
 1977.2!                   *    +             !!          0   .   .          !
 1977.3!                   +  *               !!          .   .  0.          !
 1977.4!                      +    *          !!          .   .   .0         !
 1978.1!                   *    +             !!         0.   .   .          !
 1978.2!               *   +                  !!          .0  .   .          !
 1978.3!               +  *                   !!          .   .  0.          !
 1978.4!                 +  *                 !!          .   .  0.          !
 1979.1!                *  +                  !!          .0  .   .          !
 1979.2!                +     *               !!          .   .   .0         !
 1979.3!                     +  *             !!          .   . 0 .          !
 1979.4!                    * +               !!          . 0 .   .          !
 1980.1!                   +  *               !!          .   . 0 .          !
 1980.2!                     +   *            !!          .   .  0.          !
 1980.3!                        +   *         !!          .   .   0          !
 1980.4!                          +*          !!          .   .0  .          !
 1981.1!                      *  +            !!          .0  .   .          !
 1981.2!                    +      *          !!          .   .   . 0        !
 1981.3!                        +*            !!          .   .0  .          !
 1981.4!                  *   +               !!          .0  .   .          !
 1982.1!               *  +                   !!          . 0 .   .          !
 1982.2!               + *                    !!          .   .0  .          !
 1982.3!                +                     !!          .   0   .          !
 1982.4!               *+                     !!          .  0.   .          !
 1983.1!               +  *                   !!          .   . 0 .          !
 1983.2!                *+                    !!          .  0.   .          !
 1983.3!               *+                     !!          .  0.   .          !
 1983.4!               +  *                   !!          .   . 0 .          !
 1984.1!                 +*                   !!          .   .0  .          !
 1984.2!               * +                    !!          . 0 .   .          !
 1984.3!             *+                       !!          .  0.   .          !
 1984.4!             +  *                     !!          .   .  0.          !
 1985.1!             * +                      !!          . 0 .   .          !
 1985.2!        *    +                        !!         0.   .   .          !
 1985.3!         + *                          !!          .   . 0 .          !
 1985.4!         *  +                         !!          .0  .   .          !
 1986.1!          *+                          !!          .  0.   .          !
 1986.2!            + *                       !!          .   . 0 .          !
 1986.3!                +                     !!          .   .0  .          !
 1986.4!              *  +                    !!          .0  .   .          !
 1987.1!            *   +                     !!          .0  .   .          !
 1987.2!           *   +                      !!          .0  .   .          !
 1987.3!             *+                       !!          .  0.   .          !
 1987.4!        *      +                      !!       0  .   .   .          !
 1988.1!          *+                          !!          .  0.   .          !
 1988.2!         *  +                         !!          .0  .   .          !
 1988.3!        *  +                          !!          . 0 .   .          !
 1988.4!           +*                         !!          .   .0  .          !
 1989.1!           * +                        !!          . 0 .   .          !
 1989.2!          *+                          !!          .  0.   .          !
 1989.3!           +*                         !!          .   .0  .          !
 1989.4!         *  +                         !!          .0  .   .          !
 1990.1!      *  +                            !!          . 0 .   .          !
 1990.2!       +                              !!          .   0   .          !
 1990.3!          +*                          !!          .   . 0 .          !
 1990.4!            *+                        !!          .  0.   .          !
 1991.1!       *     +                        !!         0.   .   .          !
 1991.2!        *+                            !!          .  0.   .          !
 1991.3!         *+                           !!          .  0.   .          !
 1991.4!          +                           !!          .   0   .          !
 1992.1!      *     +                         !!         0.   .   .          !
 1992.2!      *  +                            !!          . 0 .   .          !
 1992.3!       * +                            !!          . 0 .   .          !
 1992.4!  *      +                            !!        0 .   .   .          !
 1993.1!     +                                !!          .   0   .          !
 1993.2!  *    +                              !!          0   .   .          !
 1993.3!     +       *                        !!          .   .   . 0        !
 1993.4!          *  +                        !!          . 0 .   .          !
 1994.1!           +*                         !!          .   .0  .          !
 1994.2!             + *                      !!          .   .0  .          !
 1994.3!         *     +                      !!         0.   .   .          !
 1994.4!           +  *                       !!          .   .  0.          !
 1995.1!           *   +                      !!          0   .   .          !
 1995.2!          *  +                        !!          .0  .   .          !
 1995.3!         *  +                         !!          .0  .   .          !
 1995.4!           +*                         !!          .   0   .          !
 1996.1!      *       +                       !!       0  .   .   .          !
 1996.2!         +                            !!          .   0   .          !
 1996.3!     *     +                          !!         0.   .   .          !
 1996.4!        +   *                         !!          .   .  0.          !
 1997.1!          *  +                        !!          .0  .   .          !
 1997.2!           *+                         !!          .  0.   .          !
 1997.3!            +   *                     !!          .   .  0.          !
 1997.4!                +  *                  !!          .   . 0 .          !
 1998.1!            *     +                   !!         0.   .   .          !
 1998.2!             +   *                    !!          .   .   0          !
 1998.3!             *   +                    !!          0   .   .          !
 1998.4! *            +                       !!   0      .   .   .          !
 1999.1!     + *                              !!          .   .0  .          !
 1999.2!        +                             !!          .   0   .          !
 1999.3!          +*                          !!          .   .0  .          !
 1999.4!           +                          !!          .   0   .          !
 2000.1!            +  *                      !!          .   . 0 .          !
 2000.2!              + *                     !!          .   . 0 .          !
 2000.3!               +   *                  !!          .   .   0          !
 2000.4!             *   +                    !!          .0  .   .          !
 2001.1!           * +                        !!          . 0 .   .          !
 2001.2*           +                          !!   0      .   .   .          !
 2001.3!  +*                                  !!          .   .0  .          !
 2001.4!     +       *                        !!          .   .   .  0       !
 2002.1!         *   +                        !!          .0  .   .          !
 2002.2!          + *                         !!          .   . 0 .          !
 2002.3!         *  +                         !!          .0  .   .          !
 2002.4!          +                           !!          .   0   .          !
 2003.1!            +    *                    !!          .   .   .0         !
 2003.2!           *     +                    !!        0 .   .   .          !
 2003.3!            +      *                  !!          .   .   . 0        !
 2003.4!             *     +                  !!         0.   .   .          !
 2004.1!              +     *                 !!          .   .   .0         !
 2004.2!                   +  *               !!          .   . 0 .          !
 2004.3!                     +                !!          .   .0  .          !
 2004.4!                     +      *         !!          .   .   . 0        !
 2005.1!                        * +           !!          .  0.   .          !
 2005.2!                    * +               !!          . 0 .   .          !
 2005.3!                   +     *            !!          .   .   .0         !
 2005.4!                *      +              !!        0 .   .   .          !
 2006.1!                +    *                !!          .   .   .0         !
 2006.2!              *     +                 !!         0.   .   .          !
 2006.3!             * +                      !!          . 0 .   .          !
 2006.4!              + *                     !!          .   . 0 .          !
 2007.1!           *     +                    !!         0.   .   .          !
 2007.2!             +                *       !!          .   .   .          0
 2007.3!                  *        +          !!      0   .   .   .          !
 2007.4!                * +                   !!          . 0 .   .          !
 2008.1!                +        *            !!          .   .   .   0      !
 2008.2!                 *     +              !!         0.   .   .          !
 2008.3!               * +                    !!          .  0.   .          !
 2008.4!              *+                      !!          .  0.   .          !
 2009.1!              + *                     !!          .   .0  .          !
 2009.2!     *          +                     !!     0    .   .   .          !
 2009.3!        +         *                   !!          .   .   .    0     !
 2009.4!                 +  *                 !!          .   .  0.          !
 2010.1!               *   +                  !!          .0  .   .          !
 2010.2!          *    +                      !!          0   .   .          !
 2010.3!           +     *                    !!          .   .   .0         !
 2010.4!                + *                   !!          .   .0  .          !
 2011.1!                 +  *                 !!          .   .  0.          !
 2011.2!                 * +                  !!          . 0 .   .          !
 2011.3!                + *                   !!          .   .0  .          !
 2011.4!           *      +                   !!         0.   .   .          !
 2012.1!            +   *                     !!          .   .  0.          !
 2012.2!            *  +                      !!          .0  .   .          !
 2012.3!           + *                        !!          .   .0  .          !
 2012.4!          * +                         !!          . 0 .   .          !


     27.13 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ   501 LAAKEST C LAKEST(-1) PKEST;SMPL 1967.3 2012.4;OLS;EST  501 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBAST=BAPX$/STPMM;                                                      
 GENR LAABAST=LOG(AABAST+.00001);                                             
 GENR LABAST=LOG(ABAST+.00001);                                               
 LHS AABAST=EXP(LAABAST)-.00001;                                              
  EQ  502 LAABAST C LABAST(-1) PBAST;                                         
EQUATION 592  LAABAST  
   RHS     C  LABAST(-1)  PBAST  
 SMPL 1973.3 2012.4;                                                          
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
 OLS;EST  592 PLOT=0;END;                                                     

Equation number =  592
**********************

Dependent variable = LAABAST 

 1973.3 -   2012.4,    0 missing obs.,  158 obs. used.

Mean of dependent variable       -8.769358365

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.272337181       0.479055618  -4.74337     1.000000
12185 LABAST  ( -1)       0.716254590       0.057307568  12.49843    -8.778321
12183 PBAST   (  0)      -0.149339776       0.121016111  -1.23405     1.402896

SE of equation            =     0.574417410
Sum of squared residuals  =  51.1430809       0.357998076E-10
Average absolute error    =     0.426388316
Sum of ABS residuals      =  67.3693540    
R squared                 =   0.54620
Durbin-Watson statistic   =   2.38045
SMPL and No. Obs.         = 1973.3   2012.4    158

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.3!                  +          *        !!           .  .  .   0       !
 1973.4!                      *   +           !!           .0 .  .           !
 1974.1!                     +   *            !!           .  . 0.           !
 1974.2!                       +   *          !!           .  .  0           !
 1974.3!                         +*           !!           .  .0 .           !
 1974.4!                       *+             !!           . 0.  .           !
 1975.1!                      +       *       !!           .  .  . 0         !
 1975.2!                          *+          !!           .  0  .           !
 1975.3!                   *    +             !!           0  .  .           !
 1975.4!              *    +                  !!           0  .  .           !
 1976.1!            *  +                      !!           .0 .  .           !
 1976.2!     *        +                       !!         0 .  .  .           !
 1976.3!         +   *                        !!           .  .  0           !
 1976.4!               +   *                  !!           .  .  0           !
 1977.1!            *      +                  !!          0.  .  .           !
 1977.2!        *     +                       !!           0  .  .           !
 1977.3!  *        +                          !!        0  .  .  .           !
 1977.4!   *   +                              !!           .0 .  .           !
 1978.1!    *   +                             !!           .0 .  .           !
 1978.2!        +*                            !!           .  0  .           !
 1978.3!       *   +                          !!           0  .  .           !
 1978.4! *        +                           !!         0 .  .  .           !
 1979.1!   *  +                               !!           .0 .  .           !
 1979.2*        +                             !!         0 .  .  .           !
 1979.3!  *  +                                !!           .0 .  .           !
 1979.4!      +                               !!           .  0  .           !
 1980.1!   *      +                           !!          0.  .  .           !
 1980.2!       +             *                !!           .  .  .    0      !
 1980.3!  *                 +                 !!   0       .  .  .           !
 1980.4!       +                        *     !!           .  .  .           0
 1981.1!                             +        *!           .  .  .  0        !
 1981.2!                                *+    !!           . 0.  .           !
 1981.3!                  *          +        !!        0  .  .  .           !
 1981.4!                   +              *   !!           .  .  .     0     !
 1982.1!                           *  +       !!           .0 .  .           !
 1982.2!                         +      *     !!           .  .  .0          !
 1982.3!                           * +        !!           . 0.  .           !
 1982.4!               *         +            !!        0  .  .  .           !
 1983.1!                 +                    !!           .  0  .           !
 1983.2!          *       +                   !!         0 .  .  .           !
 1983.3!             +      *                 !!           .  .  .0          !
 1983.4!                *   +                 !!           0  .  .           !
 1984.1!                 +*                   !!           .  .0 .           !
 1984.2!             *    +                   !!           0  .  .           !
 1984.3!              +   *                   !!           .  . 0.           !
 1984.4!                 +       *            !!           .  .  . 0         !
 1985.1!                  *   +               !!           0  .  .           !
 1985.2!                +    *                !!           .  .  0           !
 1985.3!                    +             *   !!           .  .  .     0     !
 1985.4!                         *    +       !!           0  .  .           !
 1986.1!                        +   *         !!           .  . 0.           !
 1986.2!                          +   *       !!           .  . 0.           !
 1986.3!                           + *        !!           .  .0 .           !
 1986.4!                           +       *  !!           .  .  . 0         !
 1987.1!                               +*     !!           .  0  .           !
 1987.2!                             +  *     !!           .  .0 .           !
 1987.3!                         *   +        !!           0  .  .           !
 1987.4!                      * +             !!           . 0.  .           !
 1988.1!                      +   *           !!           .  . 0.           !
 1988.2!                       * +            !!           . 0.  .           !
 1988.3!                      +           *   !!           .  .  .   0       !
 1988.4!                            * +       !!           .0 .  .           !
 1989.1!                          +   *       !!           .  .  0           !
 1989.2!                            +      *  !!           .  .  .0          !
 1989.3!                             * +      !!           . 0.  .           !
 1989.4!                           +        * !!           .  .  .  0        !
 1990.1!                               *+     !!           . 0.  .           !
 1990.2!                             +  *     !!           .  . 0.           !
 1990.3!                *            +        !!      0    .  .  .           !
 1990.4!                  +      *            !!           .  .  .0          !
 1991.1!                       * +            !!           . 0.  .           !
 1991.2!                      +         *     !!           .  .  .  0        !
 1991.3!                            *+        !!           . 0.  .           !
 1991.4!                         * +          !!           . 0.  .           !
 1992.1!                 *      +             !!          0.  .  .           !
 1992.2!                *  +                  !!           .0 .  .           !
 1992.3!        *         +                   !!        0  .  .  .           !
 1992.4!          * +                         !!           . 0.  .           !
 1993.1!              +   *                   !!           .  . 0.           !
 1993.2!              *    +                  !!           0  .  .           !
 1993.3!               *+                     !!           . 0.  .           !
 1993.4!          *      +                    !!          0.  .  .           !
 1994.1!              + *                     !!           .  .0 .           !
 1994.2!             *    +                   !!           0  .  .           !
 1994.3!                +                     !!           .  0  .           !
 1994.4!                 *+                   !!           . 0.  .           !
 1995.1!               *  +                   !!           .0 .  .           !
 1995.2!             *    +                   !!           0  .  .           !
 1995.3!               *+                     !!           . 0.  .           !
 1995.4!                *+                    !!           . 0.  .           !
 1996.1!                * +                   !!           . 0.  .           !
 1996.2!               *  +                   !!           .0 .  .           !
 1996.3!                 +  *                 !!           .  . 0.           !
 1996.4!             *       +                !!          0.  .  .           !
 1997.1!                +*                    !!           .  .0 .           !
 1997.2!            *      +                  !!          0.  .  .           !
 1997.3!            *  +                      !!           .0 .  .           !
 1997.4!               +                      !!           .  0  .           !
 1998.1!                 +  *                 !!           .  .0 .           !
 1998.2!                    +                 !!           .  0  .           !
 1998.3!                 *   +                !!           .0 .  .           !
 1998.4!                   +   *              !!           .  .  0           !
 1999.1!                   *   +              !!           0  .  .           !
 1999.2!                    +*                !!           .  .0 .           !
 1999.3!                     +*               !!           .  0  .           !
 1999.4!                     *+               !!           . 0.  .           !
 2000.1!                     +                !!           .  0  .           !
 2000.2!                     + *              !!           .  .0 .           !
 2000.3!                      *+              !!           . 0.  .           !
 2000.4!                      + *             !!           .  . 0.           !
 2001.1!                     *  +             !!           . 0.  .           !
 2001.2!                      +               !!           .  0  .           !
 2001.3!                      +               !!           .  0  .           !
 2001.4!                *     +               !!           0  .  .           !
 2002.1!                  +       *           !!           .  .  . 0         !
 2002.2!                     *   +            !!           0  .  .           !
 2002.3!                     +  *             !!           .  . 0.           !
 2002.4!                        +*            !!           .  .0 .           !
 2003.1!                         +*           !!           .  .0 .           !
 2003.2!                        *+            !!           . 0.  .           !
 2003.3!                        +             !!           .  0  .           !
 2003.4!                        +*            !!           .  .0 .           !
 2004.1!                        +             !!           .  0  .           !
 2004.2!                        +*            !!           .  0  .           !
 2004.3!                   *    +             !!           0  .  .           !
 2004.4!                   *+                 !!           . 0.  .           !
 2005.1!                    +                 !!           .  0  .           !
 2005.2!                     +                !!           .  0  .           !
 2005.3!                   *  +               !!           .0 .  .           !
 2005.4!                    + *               !!           .  .0 .           !
 2006.1!                      +       *       !!           .  .  . 0         !
 2006.2!                            +     *   !!           .  .  0           !
 2006.3!                     *         +      !!        0  .  .  .           !
 2006.4!                      +*              !!           .  .0 .           !
 2007.1!                       +       *      !!           .  .  . 0         !
 2007.2!                             +  *     !!           .  . 0.           !
 2007.3!                        *    +        !!           0  .  .           !
 2007.4!                        +  *          !!           .  . 0.           !
 2008.1!                     *    +           !!           0  .  .           !
 2008.2!                    * +               !!           . 0.  .           !
 2008.3!                     +   *            !!           .  . 0.           !
 2008.4!                         +  *         !!           .  . 0.           !
 2009.1!                      *    +          !!           0  .  .           !
 2009.2!                       + *            !!           .  .0 .           !
 2009.3!                         +     *      !!           .  .  .0          !
 2009.4!                             + *      !!           .  .0 .           !
 2010.1!                          *  +        !!           .0 .  .           !
 2010.2!                         +            !!           .  0  .           !
 2010.3!                        +     *       !!           .  .  0           !
 2010.4!                            +  *      !!           .  . 0.           !
 2011.1!                             +        !!           .  0  .           !
 2011.2!                           +   *      !!           .  . 0.           !
 2011.3!                             +  *     !!           .  . 0.           !
 2011.4!                              +       !!           .  0  .           !
 2012.1!                            + *       !!           .  .0 .           !
 2012.2!                            +   *     !!           .  .  0           !
 2012.3!                             +  *     !!           .  . 0.           !
 2012.4!                              +*      !!           .  .0 .           !


     23.42 percent of the residuals exceed 1 SE
      4.43 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKST=HKPX$/STPMM;                                                      
 GENR LAAHKST=LOG(AAHKST+.00001);                                             
 GENR LAHKST=LOG(AHKST+.00001);                                               
 LHS AAHKST=EXP(LAAHKST)-.00001;                                              
  EQ  503 LAAHKST C LAHKST(-1) PHKST;                                         
EQUATION 593  LAAHKST  
   RHS     C  LAHKST(-1)  PHKST  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  593 PLOT=0;END;                                                     

Equation number =  593
**********************

Dependent variable = LAAHKST 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.940556797

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.991140642       0.160354171  -6.18095     1.000000
12188 LAHKST  ( -1)       0.735687296       0.041131099  17.88640    -4.955342
12186 PHKST   (  0)      -0.197852669       0.039623075  -4.99337     1.535656

SE of equation            =     0.176026234
Sum of squared residuals  =  5.73226846       0.559996494E-11
Average absolute error    =     0.128417627
Sum of ABS residuals      =  24.1425139    
R squared                 =   0.87686
Durbin-Watson statistic   =   2.35881
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*       +                              !!  0       .   .   .          !
 1966.2! *   +                                !!         0.   .   .          !
 1966.3!*     +                               !!   0      .   .   .          !
 1966.4!     +*                               !!          .   . 0 .          !
 1967.1!         +         *                  !!          .   .   .          0
 1967.2!                   +   *              !!          .   .   . 0        !
 1967.3!                 *    +               !!      0   .   .   .          !
 1967.4!                 +     *              !!          .   .   .    0     !
 1968.1!                 *    +               !!        0 .   .   .          !
 1968.2!                 *+                   !!          . 0 .   .          !
 1968.3!                 +*                   !!          .   . 0 .          !
 1968.4!                  +    *              !!          .   .   .   0      !
 1969.1!                  *   +               !!         0.   .   .          !
 1969.2!                  +   *               !!          .   .   . 0        !
 1969.3!                     +*               !!          .   . 0 .          !
 1969.4!                     +    *           !!          .   .   .   0      !
 1970.1!                      * +             !!          0   .   .          !
 1970.2!                     + *              !!          .   .  0.          !
 1970.3!                     *+               !!          .  0.   .          !
 1970.4!                    +    *            !!          .   .   .   0      !
 1971.1!                     * +              !!          .0  .   .          !
 1971.2!                     + *              !!          .   .  0.          !
 1971.3!                     *+               !!          .   0   .          !
 1971.4!                     + *              !!          .   .   .0         !
 1972.1!                      +*              !!          .   .0  .          !
 1972.2!                      +*              !!          .   . 0 .          !
 1972.3!                      +               !!          .   0   .          !
 1972.4!                     + *              !!          .   .  0.          !
 1973.1!             *       +                !! 0        .   .   .          !
 1973.2!             *+                       !!          .  0.   .          !
 1973.3!             *+                       !!          .  0.   .          !
 1973.4!             *+                       !!          . 0 .   .          !
 1974.1!             +                        !!          .   0   .          !
 1974.2!             +*                       !!          .   .0  .          !
 1974.3!              +                       !!          .  0.   .          !
 1974.4!              +*                      !!          .   .0  .          !
 1975.1!                  +    *              !!          .   .   .  0       !
 1975.2!                        +             !!          .  0.   .          !
 1975.3!                       * +            !!          . 0 .   .          !
 1975.4!                        +  *          !!          .   .   0          !
 1976.1!                           +*         !!          .   . 0 .          !
 1976.2!                          * +         !!          . 0 .   .          !
 1976.3!                      *   +           !!        0 .   .   .          !
 1976.4!                       + *            !!          .   . 0 .          !
 1977.1!                       * +            !!          .0  .   .          !
 1977.2!                      * +             !!          .0  .   .          !
 1977.3!                     * +              !!          .0  .   .          !
 1977.4!                      +*              !!          .   .0  .          !
 1978.1!                       *+             !!          . 0 .   .          !
 1978.2!                        +             !!          .  0.   .          !
 1978.3!                      *  +            !!         0.   .   .          !
 1978.4!                        +             !!          .   0   .          !
 1979.1!                      *  +            !!          0   .   .          !
 1979.2!                        +             !!          .   .0  .          !
 1979.3!                        *+            !!          . 0 .   .          !
 1979.4!                         +            !!          .   0   .          !
 1980.1!                         *+           !!          . 0 .   .          !
 1980.2!                          +*          !!          .   .0  .          !
 1980.3!                          * +         !!          . 0 .   .          !
 1980.4!                          *+          !!          .  0.   .          !
 1981.1!                          *+          !!          .  0.   .          !
 1981.2!                          *+          !!          .  0.   .          !
 1981.3!                       *   +          !!        0 .   .   .          !
 1981.4!                        +  *          !!          .   .   0          !
 1982.1!                          *+          !!          .0  .   .          !
 1982.2!                          +           !!          .   .0  .          !
 1982.3!                        *  +          !!          0   .   .          !
 1982.4!                         +  *         !!          .   .   .0         !
 1983.1!                          * +         !!          0   .   .          !
 1983.2!                          *+          !!          .  0.   .          !
 1983.3!                         * +          !!          .0  .   .          !
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 2008.2!                                     +!!          .   0   .          !
 2008.3!                                  * + !!          .0  .   .          !
 2008.4!                                  + * !!          .   .  0.          !
 2009.1!                               *   +  !!        0 .   .   .          !
 2009.2!                                + *   !!          .   .  0.          !
 2009.3!                              *  +    !!        0 .   .   .          !
 2009.4!                               +   *  !!          .   .   . 0        !
 2010.1!                                  +   !!          .  0.   .          !
 2010.2!                                 +*   !!          .   0   .          !
 2010.3!                                 +    !!          .  0.   .          !
 2010.4!                                 +   *!!          .   .   . 0        !
 2011.1!                                  * + !!          . 0 .   .          !
 2011.2!                                  + * !!          .   .  0.          !
 2011.3!                                  *+  !!          . 0 .   .          !
 2011.4!                                 +*   !!          .   0   .          !
 2012.1!                                 +*   !!          .   .0  .          !
 2012.2!                                 + *  !!          .   .  0.          !
 2012.3!                                   +  !!          .   . 0 .          !
 2012.4!                                   +  *!          .   .   .0         !


     23.40 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIST=SIPX$/STPMM;                                                      
 GENR LAASIST=LOG(AASIST+.00001);                                             
 GENR LASIST=LOG(ASIST+.00001);                                               
 LHS AASIST=EXP(LAASIST)-.00001;                                              
  EQ  504 LAASIST C LASIST(-1) PSIST;                                         
EQUATION 594  LAASIST  
   RHS     C  LASIST(-1)  PSIST  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST  594 PLOT=0;END;                                                     

Equation number =  594
**********************

Dependent variable = LAASIST 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -6.460626047

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.405220052       0.160227848  -2.52902     1.000000
12191 LASIST  ( -1)       0.844182608       0.039214372  21.52738    -6.485818
12189 PSIST   (  0)      -0.384272406       0.125596777  -3.05957     1.509845

SE of equation            =     0.400362923
Sum of squared residuals  =  28.0508323       0.889066598E-12
Average absolute error    =     0.261251986
Sum of ABS residuals      =  46.5028536    
R squared                 =   0.89625
Durbin-Watson statistic   =   1.92837
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3! * +                                  !!            .0. .            !
 1968.4! * +                                  !!            .0. .            !
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 2008.3!                           +          !!            . 0 .            !
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 2009.1!                              +  *    !!            . . 0            !
 2009.2!                             *   +    !!           0. . .            !
 2009.3!                             *+       !!            .0. .            !
 2009.4!                             + *      !!            . .0.            !
 2010.1!                             * +      !!            0 . .            !
 2010.2!                             +  *     !!            . . 0            !
 2010.3!                             *  +     !!            0 . .            !
 2010.4!                              +*      !!            . .0.            !
 2011.1!                           *   +      !!           0. . .            !
 2011.2!                           +          !!            . 0 .            !
 2011.3!                         *  +         !!            0 . .            !
 2011.4!                         *+           !!            .0. .            !
 2012.1!                          +   *       !!            . . .0           !
 2012.2!                            * +       !!            .0. .            !
 2012.3!                            +   *     !!            . . .0           !
 2012.4!                                +  *  !!            . . 0            !


     14.61 percent of the residuals exceed 1 SE
      3.93 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PVIST=VIPX$/STPMM;                                                      
 GENR LAAVIST=LOG(AAVIST+.00001);                                             
 GENR LAVIST=LOG(AVIST+.00001);                                               
 LHS AAVIST=EXP(LAAVIST)-.00001;                                              
  EQ  505 LAAVIST C LAVIST(-1) PVIST;                                         
EQUATION 595  LAAVIST  
   RHS     C  LAVIST(-1)  PVIST  
 SMPL 1982.3 2012.4;                                                          
Sample period is now  1982.3 to  2012.4 Internally:   123 to   244
 OLS;EST  595 PLOT=0;END;                                                     

Equation number =  595
**********************

Dependent variable = LAAVIST 

 1982.3 -   2012.4,    0 missing obs.,  122 obs. used.

Mean of dependent variable       -7.833459985

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.240501441       0.535074109   0.44947     1.000000
12194 LAVIST  ( -1)       0.888162738       0.040180862  22.10412    -7.861742
12192 PVIST   (  0)      -0.970841209       0.567518512  -1.71068     1.124237

SE of equation            =     0.706025299
Sum of squared residuals  =  59.3181350       0.975264314E-11
Average absolute error    =     0.435774576
Sum of ABS residuals      =  53.1644983    
R squared                 =   0.86675
Durbin-Watson statistic   =   2.52478
SMPL and No. Obs.         = 1982.3   2012.4    122

Plot of actual(*) and fitted(+) values and residuals(0)


 1982.3!    *+                                !!           . 0.  .           !
 1982.4! *  +                                 !!          0.  .  .           !
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 1983.2!   +                                  !!           . 0.  .           !
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 1984.3! +*                                   !!           .  . 0.           !
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 1985.1!+   *                                 !!           .  .  .0          !
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 1985.4!*    +                                !!         0 .  .  .           !
 1986.1!  +    *                              !!           .  .  .  0        !
 1986.2!        +                             !!           .  0  .           !
 1986.3!     *  +                             !!           0  .  .           !
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 1987.3!     *   +                            !!          0.  .  .           !
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 1989.3* +                                    !!           .0 .  .           !
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 1996.1!                  +    *              !!           .  .  . 0         !
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 2001.1!                   * +                !!           .0 .  .           !
 2001.2!                  +*                  !!           .  . 0.           !
 2001.3!                  +*                  !!           .  .0 .           !
 2001.4!                  +*                  !!           .  .0 .           !
 2002.1!                 *+                   !!           .0 .  .           !
 2002.2!                +*                    !!           .  .0 .           !
 2002.3!                 +*                   !!           .  .0 .           !
 2002.4!                 +*                   !!           .  .0 .           !
 2003.1!                  +                   !!           .  0  .           !
 2003.2!                  +                   !!           .  0  .           !
 2003.3!                  +                   !!           .  0  .           !
 2003.4!                  +                   !!           .  0  .           !
 2004.1!                  +*                  !!           .  .0 .           !
 2004.2!                   +*                 !!           .  0  .           !
 2004.3!                    +                 !!           .  0  .           !
 2004.4!                    +                 !!           .  0  .           !
 2005.1!                  * +                 !!           .0 .  .           !
 2005.2!                  +                   !!           .  0  .           !
 2005.3!                  +*                  !!           .  0  .           !
 2005.4!                  *+                  !!           .  0  .           !
 2006.1!                   +                  !!           .  .0 .           !
 2006.2!                    +                 !!           .  0  .           !
 2006.3!                    +                 !!           .  0  .           !
 2006.4!                   *+                 !!           . 0.  .           !
 2007.1!                    +*                !!           .  .0 .           !
 2007.2!                     +                !!           .  0  .           !
 2007.3!                     +                !!           .  0  .           !
 2007.4!                     +*               !!           .  0  .           !
 2008.1!                      + *             !!           .  . 0.           !
 2008.2!                        +             !!           .  0  .           !
 2008.3!                        + *           !!           .  . 0.           !
 2008.4!                        *+            !!           .0 .  .           !
 2009.1!                       +              *!           .  .  .           0
 2009.2!                        *           + !!  0        .  .  .           !
 2009.3!                        +             !!           . 0.  .           !
 2009.4!                       *+             !!           . 0.  .           !
 2010.1!                      *+              !!           . 0.  .           !
 2010.2!                      +             * !!           .  .  .          0!
 2010.3!                                  +   !!           .  0  .           !
 2010.4!                      *          +    !!  0        .  .  .           !
 2011.1!                     *+               !!           .  0  .           !
 2011.2!                     +       *        !!           .  .  .    0      !
 2011.3!                            + *       !!           .  . 0.           !
 2011.4!                      *      +        !!       0   .  .  .           !
 2012.1!                      +*              !!           .  .0 .           !
 2012.2!                     *+               !!           .0 .  .           !
 2012.3!                     + *              !!           .  .  0           !
 2012.4!                      *+              !!           . 0.  .           !


     17.21 percent of the residuals exceed 1 SE
      5.74 percent of the residuals exceed 2 SE
@@EQ  506 LAANIST C LANIST(-1) PNIST;SMPL 2003.3 2012.4;OLS;EST  506 PLOT=0;EN
@@EQ  507 LAAALST C LAALST(-1) PALST;SMPL 2002.3 2012.4;OLS;EST  507 PLOT=0;EN
@@EQ  508 LAAIAST C LAIAST(-1) PIAST;SMPL 1977.4 2012.4;OLS;EST  508 PLOT=0;EN
@@EQ  509 LAAINST C LAINST(-1) PINST;SMPL 2000.3 2012.4;OLS;EST  509 PLOT=0;EN
@@EQ  510 LAAIQST C LAIQST(-1) PIQST;SMPL 2012.4 2012.4;OLS;EST  510 PLOT=0;EN
@@EQ  511 LAAKUST C LAKUST(-1) PKUST;SMPL 1991.3 2012.4;OLS;EST  511 PLOT=0;EN
@@EQ  512 LAALIST C LALIST(-1) PLIST;SMPL 1981.3 2012.4;OLS;EST  512 PLOT=0;EN
@@EQ  513 LAAUAST C LAUAST(-1) PUAST;SMPL 1981.3 2012.4;OLS;EST  513 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSUK=USPX$/UKPMM;                                                      
 GENR LAAUSUK=LOG(AAUSUK+.00001);                                             
 GENR LAUSUK=LOG(AUSUK+.00001);                                               
 LHS AAUSUK=EXP(LAAUSUK)-.00001;                                              
  EQ  514 LAAUSUK C LAUSUK(-1) PUSUK;                                         
EQUATION 596  LAAUSUK  
   RHS     C  LAUSUK(-1)  PUSUK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  596 PLOT=0;END;                                                     

Equation number =  596
**********************

Dependent variable = LAAUSUK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.314811167

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.469555874       0.104599394  -4.48909     1.000000
12197 LAUSUK  ( -1)       0.790003886       0.045440347  17.38552    -2.314796
12195 PUSUK   (  0)      -0.013427413       0.027349045  -0.49096     1.233120

SE of equation            =     0.082414732
Sum of squared residuals  =  1.25655479      -0.326265681E-10
Average absolute error    =     0.063127622
Sum of ABS residuals      =  11.8679929    
R squared                 =   0.63087
Durbin-Watson statistic   =   2.28813
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!       +      *                       !!         .    .    .   0     !
 1966.2!             *+                       !!         .  0 .    .         !
 1966.3!          *  +                        !!         . 0  .    .         !
 1966.4*          +                           !!0        .    .    .         !
 1967.1!  +           *                       !!         .    .    .         0
 1967.2!              +     *                 !!         .    .    . 0       !
 1967.3!                   + *                !!         .    . 0  .         !
 1967.4!        *          +                  !!0        .    .    .         !
 1968.1!         +     *                      !!         .    .    . 0       !
 1968.2!              +    *                  !!         .    .    0         !
 1968.3!                 +*                   !!         .    .0   .         !
 1968.4!             *   +                    !!         0    .    .         !
 1969.1!             +*                       !!         .    . 0  .         !
 1969.2!              +     *                 !!         .    .    .  0      !
 1969.3!             *     +                  !!       0 .    .    .         !
 1969.4!          *  +                        !!         .0   .    .         !
 1970.1!           +    *                     !!         .    .    . 0       !
 1970.2!                +*                    !!         .    . 0  .         !
 1970.3!            *   +                     !!         0    .    .         !
 1970.4!           *+                         !!         .   0.    .         !
 1971.1!            +        *                !!         .    .    .     0   !
 1971.2!        *           +                 !!0        .    .    .         !
 1971.3!         + *                          !!         .    . 0  .         !
 1971.4!     *     +                          !!      0  .    .    .         !
 1972.1!       +         *                    !!         .    .    .       0 !
 1972.2!     *           +                    !!0        .    .    .         !
 1972.3!       +  *                           !!         .    .  0 .         !
 1972.4!         * +                          !!         .  0 .    .         !
 1973.1!    *     +                           !!       0 .    .    .         !
 1973.2!      +  *                            !!         .    .  0 .         !
 1973.3!     *    +                           !!        0.    .    .         !
 1973.4!    *  +                              !!         .0   .    .         !
 1974.1!      +  *                            !!         .    .   0.         !
 1974.2!         *+                           !!         .   0.    .         !
 1974.3!    *     +                           !!      0  .    .    .         !
 1974.4!      +*                              !!         .    .0   .         !
 1975.1!        +      *                      !!         .    .    .  0      !
 1975.2!            *  +                      !!         .0   .    .         !
 1975.3!        *   +                         !!        0.    .    .         !
 1975.4!      *  +                            !!         . 0  .    .         !
 1976.1!   *    +                             !!        0.    .    .         !
 1976.2!     +   *                            !!         .    .   0.         !
 1976.3!         *+                           !!         .   0.    .         !
 1976.4!        * +                           !!         . 0  .    .         !
 1977.1!         + *                          !!         .    . 0  .         !
 1977.2!            +    *                    !!         .    .    . 0       !
 1977.3!               *+                     !!         .  0 .    .         !
 1977.4!               +                      !!         .    0    .         !
 1978.1!               + *                    !!         .    .  0 .         !
 1978.2!                 +*                   !!         .    . 0  .         !
 1978.3!                * +                   !!         .  0 .    .         !
 1978.4!                +  *                  !!         .    .   0.         !
 1979.1!                  +         *         !!         .    .    .      0  !
 1979.2!                         +            !!         .   0.    .         !
 1979.3!                       +  *           !!         .    .   0.         !
 1979.4!                        +   *         !!         .    .    0         !
 1980.1!                          +   *       !!         .    .    0         !
 1980.2!                           +          *!         .    .    .       0 !
 1980.3!                               * +    !!         . 0  .    .         !
 1980.4!                            + *       !!         .    .  0 .         !
 1981.1!                           + *        !!         .    .  0 .         !
 1981.2!                          +*          !!         .    .0   .         !
 1981.3!                        *+            !!         .   0.    .         !
 1981.4!                  *   +               !!         0    .    .         !
 1982.1!             *   +                    !!         0    .    .         !
 1982.2!             +  *                     !!         .    .  0 .         !
 1982.3!                +*                    !!         .    . 0  .         !
 1982.4!             *   +                    !!         .0   .    .         !
 1983.1!             + *                      !!         .    . 0  .         !
 1983.2!            *  +                      !!         .0   .    .         !
 1983.3!         *  +                         !!         .0   .    .         !
 1983.4!          + *                         !!         .    .0   .         !
 1984.1!            +*                        !!         .    .0   .         !
 1984.2!           * +                        !!         . 0  .    .         !
 1984.3!            +  *                      !!         .    .   0.         !
 1984.4!               +*                     !!         .    .0   .         !
 1985.1!               +*                     !!         .    .0   .         !
 1985.2!       *        +                     !!   0     .    .    .         !
 1985.3!   *    +                             !!       0 .    .    .         !
 1985.4!     +*                               !!         .    .0   .         !
 1986.1!        +                             !!         .    0    .         !
 1986.2!       * +                            !!         . 0  .    .         !
 1986.3!     *  +                             !!         .0   .    .         !
 1986.4!       + *                            !!         .    . 0  .         !
 1987.1!          + *                         !!         .    .  0 .         !
 1987.2!             +   *                    !!         .    .   0.         !
 1987.3!            *   +                     !!        0.    .    .         !
 1987.4!            +*                        !!         .    .0   .         !
 1988.1!              +     *                 !!         .    .    . 0       !
 1988.2!                  *+                  !!         .  0 .    .         !
 1988.3!              *  +                    !!         .0   .    .         !
 1988.4!              +  *                    !!         .    .  0 .         !
 1989.1!               *+                     !!         .   0.    .         !
 1989.2!               +*                     !!         .    .0   .         !
 1989.3!                +     *               !!         .    .    .  0      !
 1989.4!                    +*                !!         .    .0   .         !
 1990.1!                    +   *             !!         .    .   0.         !
 1990.2!                      +   *           !!         .    .    .0        !
 1990.3!                    *   +             !!         0    .    .         !
 1990.4!                   +       *          !!         .    .    .    0    !
 1991.1!                       * +            !!         . 0  .    .         !
 1991.2!                     + *              !!         .    . 0  .         !
 1991.3!                   * +                !!         .  0 .    .         !
 1991.4!                   +     *            !!         .    .    .  0      !
 1992.1!                       +              !!         .    0    .         !
 1992.2!                   * +                !!         . 0  .    .         !
 1992.3!                * +                   !!         .  0 .    .         !
 1992.4!                +       *             !!         .    .    .   0     !
 1993.1!                      +       *       !!         .    .    .    0    !
 1993.2!                   *       +          !!    0    .    .    .         !
 1993.3!                  +     *             !!         .    .    . 0       !
 1993.4!                      +      *        !!         .    .    .  0      !
 1994.1!                         *+           !!         .  0 .    .         !
 1994.2!                       + *            !!         .    . 0  .         !
 1994.3!                     * +              !!         .   0.    .         !
 1994.4!                *   +                 !!         0    .    .         !
 1995.1!                +                     !!         .    0    .         !
 1995.2!                +      *              !!         .    .    .   0     !
 1995.3!                     +  *             !!         .    .  0 .         !
 1995.4!                     *+               !!         .  0 .    .         !
 1996.1!                *   +                 !!         .0   .    .         !
 1996.2!                +          *          !!         .    .    .       0 !
 1996.3!                      * +             !!         . 0  .    .         !
 1996.4!               *     +                !!       0 .    .    .         !
 1997.1!               +         *            !!         .    .    .       0 !
 1997.2!                       +              !!         .    0    .         !
 1997.3!                    * +               !!         .  0 .    .         !
 1997.4!                   +*                 !!         .    . 0  .         !
 1998.1!                   +   *              !!         .    .    0         !
 1998.2!                     *+               !!         .   0.    .         !
 1998.3!                    +    *            !!         .    .    .0        !
 1998.4!                       +              !!         .    0    .         !
 1999.1!                     +                !!         .    0    .         !
 1999.2!                    +                 !!         .    0    .         !
 1999.3!                   +                  !!         .    0    .         !
 1999.4!                  +                   !!         .    0    .         !
 2000.1!                 *+                   !!         .    0    .         !
 2000.2!                 +                    !!         .    0    .         !
 2000.3!                + *                   !!         .    . 0  .         !
 2000.4!                 +      *             !!         .    .    .  0      !
 2001.1!                  *   +               !!        0.    .    .         !
 2001.2!                 +     *              !!         .    .    . 0       !
 2001.3!                 *   +                !!         0    .    .         !
 2001.4!              * +                     !!         . 0  .    .         !
 2002.1!         *    +                       !!        0.    .    .         !
 2002.2!       *  +                           !!         .0   .    .         !
 2002.3!      *  +                            !!         .0   .    .         !
 2002.4!     *  +                             !!         . 0  .    .         !
 2003.1!        +*                            !!         .    . 0  .         !
 2003.2!        * +                           !!         . 0  .    .         !
 2003.3!     *   +                            !!         0    .    .         !
 2003.4!    *   +                             !!         0    .    .         !
 2004.1!      +*                              !!         .    0    .         !
 2004.2!   *    +                             !!        0.    .    .         !
 2004.3!   *  +                               !!         .0   .    .         !
 2004.4!   * +                                !!         . 0  .    .         !
 2005.1!     + *                              !!         .    . 0  .         !
 2005.2!       * +                            !!         .   0.    .         !
 2005.3!    *    +                            !!        0.    .    .         !
 2005.4!    * +                               !!         . 0  .    .         !
 2006.1!       + *                            !!         .    .  0 .         !
 2006.2!          + *                         !!         .    .0   .         !
 2006.3!         *  +                         !!         .0   .    .         !
 2006.4!        *  +                          !!         .0   .    .         !
 2007.1!         +  *                         !!         .    .   0.         !
 2007.2!            *+                        !!         .  0 .    .         !
 2007.3!      *      +                        !!      0  .    .    .         !
 2007.4!        +                             !!         .    0    .         !
 2008.1!          +  *                        !!         .    .   0.         !
 2008.2!            *+                        !!         .   0.    .         !
 2008.3!          *  +                        !!         .0   .    .         !
 2008.4!           +*                         !!         .    0    .         !
 2009.1!            +    *                    !!         .    .    .0        !
 2009.2!              *  +                    !!         .0   .    .         !
 2009.3!              +*                      !!         .    0    .         !
 2009.4!               +                      !!         .    0    .         !
 2010.1!              *+                      !!         .   0.    .         !
 2010.2!          *   +                       !!        0.    .    .         !
 2010.3!           +                          !!         .    0    .         !
 2010.4!          * +                         !!         . 0  .    .         !
 2011.1!          *+                          !!         .   0.    .         !
 2011.2!           + *                        !!         .    .  0 .         !
 2011.3!             *+                       !!         .   0.    .         !
 2011.4!             *+                       !!         .   0.    .         !
 2012.1!             +*                       !!         .    .0   .         !
 2012.2!          *    +                      !!        0.    .    .         !
 2012.3!         * +                          !!         .  0 .    .         !
 2012.4!      *   +                           !!         0    .    .         !


     28.72 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@EQ   515 LAACAUK C LACAUK(-1) PCAUK;SMPL 1966.1 2012.4;OLS;EST  515 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJAUK=JAPX$/UKPMM;                                                      
 GENR LAAJAUK=LOG(AAJAUK+.00001);                                             
 GENR LAJAUK=LOG(AJAUK+.00001);                                               
 LHS AAJAUK=EXP(LAAJAUK)-.00001;                                              
  EQ  516 LAAJAUK C LAJAUK(-1) PJAUK;                                         
EQUATION 597  LAAJAUK  
   RHS     C  LAJAUK(-1)  PJAUK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  597 PLOT=0;END;                                                     

Equation number =  597
**********************

Dependent variable = LAAJAUK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.525205328

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.392160772       0.098346741  -3.98753     1.000000
12200 LAJAUK  ( -1)       0.855799738       0.037361082  22.90618    -3.531302
12198 PJAUK   (  0)      -0.076560865       0.039950214  -1.91641     1.449265

SE of equation            =     0.159169159
Sum of squared residuals  =  4.68694194      -0.318456372E-11
Average absolute error    =     0.123190140
Sum of ABS residuals      =  23.1597462    
R squared                 =   0.87435
Durbin-Watson statistic   =   2.74449
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1! +                                    !!          .  0.   .          !
 1966.2!   + *                                !!          .   . 0 .          !
 1966.3! *    +                               !!      0   .   .   .          !
 1966.4!   + *                                !!          .   .  0.          !
 1967.1!       +    *                         !!          .   .   .   0      !
 1967.2!         *   +                        !!        0 .   .   .          !
 1967.3!        *  +                          !!          0   .   .          !
 1967.4!   *     +                            !!     0    .   .   .          !
 1968.1!     +   *                            !!          .   .   .0         !
 1968.2!           +                          !!          .   .0  .          !
 1968.3!        *    +                        !!        0 .   .   .          !
 1968.4!          +*                          !!          .   .0  .          !
 1969.1!        *   +                         !!        0 .   .   .          !
 1969.2*          +                           !!0         .   .   .          !
 1969.3!  +          *                        !!          .   .   .          0
 1969.4!          *   +                       !!         0.   .   .          !
 1970.1!           +                          !!          .   0   .          !
 1970.2!            *+                        !!          .   0   .          !
 1970.3!             +   *                    !!          .   .   .0         !
 1970.4!          *       +                   !!    0     .   .   .          !
 1971.1!            +  *                      !!          .   .   .0         !
 1971.2!              * +                     !!          .0  .   .          !
 1971.3!               +   *                  !!          .   .   . 0        !
 1971.4!                   *+                 !!          .  0.   .          !
 1972.1!                   +*                 !!          .   .0  .          !
 1972.2!                    +                 !!          .  0.   .          !
 1972.3!                    +       *         !!          .   .   .     0    !
 1972.4!                       *   +          !!        0 .   .   .          !
 1973.1!                    *  +              !!          0   .   .          !
 1973.2!                    +  *              !!          .   .   0          !
 1973.3!                      +*              !!          .   0   .          !
 1973.4!                  *   +               !!        0 .   .   .          !
 1974.1!                 *+                   !!          .  0.   .          !
 1974.2!                  +   *               !!          .   .   .0         !
 1974.3!                   *  +               !!          0   .   .          !
 1974.4!                   +                  !!          .   0   .          !
 1975.1!                    +*                !!          .   . 0 .          !
 1975.2!                      +   *           !!          .   .   .0         !
 1975.3!                       *  +           !!          0   .   .          !
 1975.4!                      *+              !!          . 0 .   .          !
 1976.1!                      +               !!          .  0.   .          !
 1976.2!                    * +               !!          .0  .   .          !
 1976.3!                    *+                !!          .   0   .          !
 1976.4!                     +                !!          .   0   .          !
 1977.1!                      +  *            !!          .   .   0          !
 1977.2!                         +*           !!          .   .0  .          !
 1977.3!                          + *         !!          .   .  0.          !
 1977.4!                      *     +         !!      0   .   .   .          !
 1978.1!                       + *            !!          .   .  0.          !
 1978.2!                      *  +            !!          0   .   .          !
 1978.3!                       +    *         !!          .   .   .  0       !
 1978.4!                       *    +         !!        0 .   .   .          !
 1979.1!                       +    *         !!          .   .   . 0        !
 1979.2!                            +         !!          .   0   .          !
 1979.3!                            +         !!          .   0   .          !
 1979.4!                        *   +         !!        0 .   .   .          !
 1980.1!                         +  *         !!          .   .   .0         !
 1980.2!                            +  *      !!          .   .   0          !
 1980.3!                               + *    !!          .   .  0.          !
 1980.4!                             *   +    !!         0.   .   .          !
 1981.1!                             +   *    !!          .   .   . 0        !
 1981.2!                                +*    !!          .   .0  .          !
 1981.3!                                + *   !!          .   . 0 .          !
 1981.4!                                 +    !!          .   0   .          !
 1982.1!                                 +  * !!          .   .   .0         !
 1982.2!                                *  +  !!          0   .   .          !
 1982.3!                                +    *!!          .   .   .  0       !
 1982.4!                                 *  + !!          0   .   .          !
 1983.1!                                +  *  !!          .   .   0          !
 1983.2!                                * +   !!          .0  .   .          !
 1983.3!                                +     *!          .   .   .   0      !
 1983.4!                                   *+ !!          . 0 .   .          !
 1984.1!                                * +   !!          . 0 .   .          !
 1984.2!                                +     !!          .   0   .          !
 1984.3!                                +*    !!          .   . 0 .          !
 1984.4!                              * +     !!          .0  .   .          !
 1985.1!                              +       !!          .   0   .          !
 1985.2!                              +*      !!          .   . 0 .          !
 1985.3!                               +   *  !!          .   .   .0         !
 1985.4!                                * +   !!          .0  .   .          !
 1986.1!                               +  *   !!          .   .  0.          !
 1986.2!                                 + *  !!          .   .  0.          !
 1986.3!                                  + * !!          .   .  0.          !
 1986.4!                                *  +  !!          0   .   .          !
 1987.1!                                +  *  !!          .   .   .0         !
 1987.2!                                  + * !!          .   . 0 .          !
 1987.3!                                   +* !!          .   .0  .          !
 1987.4!                                   +  !!          .   0   .          !
 1988.1!                                  + * !!          .   . 0 .          !
 1988.2!                                   +* !!          .   . 0 .          !
 1988.3!                                   + *!!          .   .  0.          !
 1988.4!                                  *+  !!          . 0 .   .          !
 1989.1!                                 + *  !!          .   . 0 .          !
 1989.2!                                  +   !!          .   .0  .          !
 1989.3!                                 +  * !!          .   .   0          !
 1989.4!                                  *+  !!          . 0 .   .          !
 1990.1!                                 +*   !!          .   .0  .          !
 1990.2!                                  +*  !!          .   .0  .          !
 1990.3!                                  +  *!!          .   .   0          !
 1990.4!                                    + !!          .   0   .          !
 1991.1!                                   +* !!          .   .0  .          !
 1991.2!                                   +  !!          .   .0  .          !
 1991.3!                                  +  *!!          .   .   0          !
 1991.4!                                    +*!!          .   .0  .          !
 1992.1!                                    +*!!          .   .0  .          !
 1992.2!                                    +*!!          .   .0  .          !
 1992.3!                                    + *!          .   .  0.          !
 1992.4!                                   * +!!          .0  .   .          !
 1993.1!                                  +*  !!          .   . 0 .          !
 1993.2!                                  +*  !!          .   .0  .          !
 1993.3!                                  + * !!          .   . 0 .          !
 1993.4!                                *  +  !!          0   .   .          !
 1994.1!                               + *    !!          .   . 0 .          !
 1994.2!                                +*    !!          .   .0  .          !
 1994.3!                                +  *  !!          .   .   0          !
 1994.4!                                * +   !!          . 0 .   .          !
 1995.1!                                +*    !!          .   .0  .          !
 1995.2!                                +*    !!          .   .0  .          !
 1995.3!                                +  *  !!          .   .   0          !
 1995.4!                                * +   !!          .0  .   .          !
 1996.1!                               *+     !!          .  0.   .          !
 1996.2!                              *+      !!          .  0.   .          !
 1996.3!                              +  *    !!          .   .   0          !
 1996.4!                                +     !!          .  0.   .          !
 1997.1!                               +*     !!          .   .0  .          !
 1997.2!                                +     !!          .   .0  .          !
 1997.3!                                +*    !!          .   .0  .          !
 1997.4!                                +     !!          .  0.   .          !
 1998.1!                               + *    !!          .   . 0 .          !
 1998.2!                                +*    !!          .   .0  .          !
 1998.3!                                + *   !!          .   . 0 .          !
 1998.4!                                * +   !!          . 0 .   .          !
 1999.1!                              * +     !!          . 0 .   .          !
 1999.2!                              +       !!          .   0   .          !
 1999.3!                              + *     !!          .   .  0.          !
 1999.4!                              * +     !!          .0  .   .          !
 2000.1!                             +*       !!          .   .0  .          !
 2000.2!                              +       !!          .   0   .          !
 2000.3!                              + *     !!          .   .  0.          !
 2000.4!                            *   +     !!         0.   .   .          !
 2001.1!                            +         !!          .   0   .          !
 2001.2!                          *  +        !!          .0  .   .          !
 2001.3!                           + *        !!          .   .  0.          !
 2001.4!                          *  +        !!          0   .   .          !
 2002.1!                           +*         !!          .   .0  .          !
 2002.2!                           *+         !!          .  0.   .          !
 2002.3!                            + *       !!          .   .  0.          !
 2002.4!                           *  +       !!          0   .   .          !
 2003.1!                           + *        !!          .   . 0 .          !
 2003.2!                            *+        !!          .  0.   .          !
 2003.3!                             + *      !!          .   .  0.          !
 2003.4!                           *   +      !!         0.   .   .          !
 2004.1!                            +*        !!          .   . 0 .          !
 2004.2!                            * +       !!          . 0 .   .          !
 2004.3!                             + *      !!          .   .  0.          !
 2004.4!                            *  +      !!         0.   .   .          !
 2005.1!                            +*        !!          .   .0  .          !
 2005.2!                             +        !!          .  0.   .          !
 2005.3!                             + *      !!          .   . 0 .          !
 2005.4!                            *  +      !!          0   .   .          !
 2006.1!                            +*        !!          .   .0  .          !
 2006.2!                             +        !!          .   0   .          !
 2006.3!                              +       !!          .   0   .          !
 2006.4!                          *   +       !!         0.   .   .          !
 2007.1!                           + *        !!          .   .  0.          !
 2007.2!                            * +       !!          .0  .   .          !
 2007.3!                            + *       !!          .   . 0 .          !
 2007.4!                            *  +      !!          0   .   .          !
 2008.1!                             + *      !!          .   .   0          !
 2008.2!                           *    +     !!        0 .   .   .          !
 2008.3!                            +*        !!          .   .0  .          !
 2008.4!                       *      +       !!      0   .   .   .          !
 2009.1!                      *  +            !!          0   .   .          !
 2009.2!                       +  *           !!          .   .  0.          !
 2009.3!                          *+          !!          .  0.   .          !
 2009.4!                           +          !!          .   0   .          !
 2010.1!                       *    +         !!       0  .   .   .          !
 2010.2!                        + *           !!          .   .  0.          !
 2010.3!                           +  *       !!          .   .   0          !
 2010.4!                          *   +       !!         0.   .   .          !
 2011.1!                         * +          !!          0   .   .          !
 2011.2!                          +           !!          .   .0  .          !
 2011.3!                           +   *      !!          .   .   .0         !
 2011.4!                          *    +      !!      0   .   .   .          !
 2012.1!                         * +          !!          . 0 .   .          !
 2012.2!                       *  +           !!          0   .   .          !
 2012.3!                       * +            !!          . 0 .   .          !
 2012.4!                     *   +            !!        0 .   .   .          !


     28.19 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUUK=AUPX$/UKPMM;                                                      
 GENR LAAAUUK=LOG(AAAUUK+.00001);                                             
 GENR LAAUUK=LOG(AAUUK+.00001);                                               
 LHS AAAUUK=EXP(LAAAUUK)-.00001;                                              
  EQ  517 LAAAUUK C LAAUUK(-1) PAUUK;                                         
EQUATION 598  LAAAUUK  
   RHS     C  LAAUUK(-1)  PAUUK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  598 PLOT=0;END;                                                     

Equation number =  598
**********************

Dependent variable = LAAAUUK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.726714990

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.432948772       0.121568816  -3.56135     1.000000
12203 LAAUUK  ( -1)       0.907569355       0.027510260  32.99021    -4.729249
12201 PAUUK   (  0)      -0.001553349       0.042366230  -0.03666     1.058673

SE of equation            =     0.070016014
Sum of squared residuals  = 0.906914799       0.102443387E-09
Average absolute error    =     0.055691193
Sum of ABS residuals      =  10.4699443    
R squared                 =   0.87108
Durbin-Watson statistic   =   2.23928
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*   +                                  !!      0  .    .    .         !
 1966.2!*+                                    !!         . 0  .    .         !
 1966.3!  + *                                 !!         .    .   0.         !
 1966.4!  *   +                               !!       0 .    .    .         !
 1967.1!    +  *                              !!         .    .    0         !
 1967.2!        + *                           !!         .    .  0 .         !
 1967.3!           +      *                   !!         .    .    .       0 !
 1967.4!                  +*                  !!         .    .0   .         !
 1968.1!                 * +                  !!         0    .    .         !
 1968.2!                 *+                   !!         .   0.    .         !
 1968.3!              *   +                   !!       0 .    .    .         !
 1968.4!               +  *                   !!         .    .    .0        !
 1969.1!                   +*                 !!         .    . 0  .         !
 1969.2!                   *+                 !!         . 0  .    .         !
 1969.3!                 * +                  !!         .0   .    .         !
 1969.4!                  +*                  !!         .    . 0  .         !
 1970.1!                   + *                !!         .    .   0.         !
 1970.2!                     + *              !!         .    .   0.         !
 1970.3!                       +              !!         .   0.    .         !
 1970.4!                       +    *         !!         .    .    .     0   !
 1971.1!                            +  *      !!         .    .    0         !
 1971.2!                              + *     !!         .    .  0 .         !
 1971.3!                               +*     !!         .    . 0  .         !
 1971.4!                               +   *  !!         .    .    .  0      !
 1972.1!                                 *+   !!         .  0 .    .         !
 1972.2!                                + *   !!         .    .    0         !
 1972.3!                                  +   !!         .    .0   .         !
 1972.4!                                 +   *!!         .    .    . 0       !
 1973.1!                            *       + !0         .    .    .         !
 1973.2!                            +*        !!         .    .  0 .         !
 1973.3!                             +        !!         .   0.    .         !
 1973.4!                          * +         !!         0    .    .         !
 1974.1!                         +      *     !!         .    .    .       0 !
 1974.2!                            *  +      !!        0.    .    .         !
 1974.3!                            +         !!         .   0.    .         !
 1974.4!                          *+          !!         .  0 .    .         !
 1975.1!                          +  *        !!         .    .    0         !
 1975.2!                            +*        !!         .    .0   .         !
 1975.3!                           *+         !!         .  0 .    .         !
 1975.4!                           +          !!         .    0    .         !
 1976.1!                        *  +          !!       0 .    .    .         !
 1976.2!                       *+             !!         .   0.    .         !
 1976.3!                       +  *           !!         .    .    .0        !
 1976.4!                          +           !!         .   0.    .         !
 1977.1!                       *  +           !!         0    .    .         !
 1977.2!                     * +              !!         .0   .    .         !
 1977.3!                    * +               !!         .0   .    .         !
 1977.4!                    +   *             !!         .    .    .   0     !
 1978.1!                        + *           !!         .    . 0  .         !
 1978.2!                      *   +           !!       0 .    .    .         !
 1978.3!                      +    *          !!         .    .    .    0    !
 1978.4!                           +          !!         .    0    .         !
 1979.1!                      *    +          !!     0   .    .    .         !
 1979.2!                      +  *            !!         .    .    .0        !
 1979.3!                        *+            !!         . 0  .    .         !
 1979.4!                     *  +             !!        0.    .    .         !
 1980.1!                *    +                !!     0   .    .    .         !
 1980.2!                 +  *                 !!         .    .    0         !
 1980.3!                   *+                 !!         .  0 .    .         !
 1980.4!                 * +                  !!         0    .    .         !
 1981.1!                  + *                 !!         .    .   0.         !
 1981.2!                    +   *             !!         .    .    .0        !
 1981.3!                        +             !!         .    0    .         !
 1981.4!                        + *           !!         .    .   0.         !
 1982.1!                         *+           !!         .   0.    .         !
 1982.2!                         +*           !!         .    . 0  .         !
 1982.3!                        * +           !!         . 0  .    .         !
 1982.4!                        +             !!         .   0.    .         !
 1983.1!                        +             !!         .   0.    .         !
 1983.2!                     *  +             !!         0    .    .         !
 1983.3!                     + *              !!         .    .   0.         !
 1983.4!                      *+              !!         .  0 .    .         !
 1984.1!                      +  *            !!         .    .    .0        !
 1984.2!                        *+            !!         .  0 .    .         !
 1984.3!                       *+             !!         .  0 .    .         !
 1984.4!                       +   *          !!         .    .    .0        !
 1985.1!                          + *         !!         .    .   0.         !
 1985.2!                            +         !!         .    .0   .         !
 1985.3!                            +*        !!         .    . 0  .         !
 1985.4!                            *+        !!         .   0.    .         !
 1986.1!                           *+         !!         .  0 .    .         !
 1986.2!                          *+          !!         .    0    .         !
 1986.3!                          +*          !!         .    0    .         !
 1986.4!                         *+           !!         . 0  .    .         !
 1987.1!                       * +            !!         . 0  .    .         !
 1987.2!                        +*            !!         .    . 0  .         !
 1987.3!                         +            !!         .    0    .         !
 1987.4!                         + *          !!         .    .   0.         !
 1988.1!                           +          !!         .    0    .         !
 1988.2!                        *  +          !!         .0   .    .         !
 1988.3!                        +*            !!         .    . 0  .         !
 1988.4!                        *+            !!         . 0  .    .         !
 1989.1!                        +*            !!         .    . 0  .         !
 1989.2!                        *+            !!         .   0.    .         !
 1989.3!                      * +             !!         .0   .    .         !
 1989.4!                      + *             !!         .    . 0  .         !
 1990.1!                      * +             !!         .0   .    .         !
 1990.2!                     *+               !!         .   0.    .         !
 1990.3!                   *  +               !!         .0   .    .         !
 1990.4!                    + *               !!         .    .   0.         !
 1991.1!                   *  +               !!       0 .    .    .         !
 1991.2!                   +                  !!         .    .0   .         !
 1991.3!                    +*                !!         .    . 0  .         !
 1991.4!                     + *              !!         .    .  0 .         !
 1992.1!                   *   +              !!     0   .    .    .         !
 1992.2!                   +*                 !!         .    .0   .         !
 1992.3!                  * +                 !!         .0   .    .         !
 1992.4!                 * +                  !!         . 0  .    .         !
 1993.1!             *    +                   !!     0   .    .    .         !
 1993.2!             *+                       !!         . 0  .    .         !
 1993.3!            * +                       !!         . 0  .    .         !
 1993.4!          *  +                        !!        0.    .    .         !
 1994.1!          * +                         !!         . 0  .    .         !
 1994.2!          *+                          !!         .  0 .    .         !
 1994.3!            +                         !!         .    0    .         !
 1994.4!             +                        !!         .    0    .         !
 1995.1!             *+                       !!         .   0.    .         !
 1995.2!              + *                     !!         .    . 0  .         !
 1995.3!              * +                     !!         0    .    .         !
 1995.4!               + *                    !!         .    .   0.         !
 1996.1!                 *+                   !!         .  0 .    .         !
 1996.2!             *    +                   !!     0   .    .    .         !
 1996.3!              +  *                    !!         .    .    .0        !
 1996.4!                  +                   !!         .    .0   .         !
 1997.1!                *  +                  !!        0.    .    .         !
 1997.2!                +  *                  !!         .    .   0.         !
 1997.3!                   +   *              !!         .    .    .   0     !
 1997.4!                        +    *        !!         .    .    .     0   !
 1998.1!                        *   +         !!      0  .    .    .         !
 1998.2!                        + *           !!         .    .   0.         !
 1998.3!                   *      +           !!0        .    .    .         !
 1998.4!                  * +                 !!         . 0  .    .         !
 1999.1!                   + *                !!         .    .    0         !
 1999.2!                     +  *             !!         .    .   0.         !
 1999.3!                        +*            !!         .    .  0 .         !
 1999.4!                         +  *         !!         .    .    0         !
 2000.1!                           +  *       !!         .    .    .0        !
 2000.2!                          *   +       !!      0  .    .    .         !
 2000.3!                         *+           !!         .   0.    .         !
 2000.4!                         +  *         !!         .    .    0         !
 2001.1!                           +    *     !!         .    .    .   0     !
 2001.2!                               +*     !!         .    . 0  .         !
 2001.3!                               + *    !!         .    .  0 .         !
 2001.4!                                + *   !!         .    .   0.         !
 2002.1!                                 +*   !!         .    . 0  .         !
 2002.2!                                 +*   !!         .    .  0 .         !
 2002.3!                                 +*   !!         .    .0   .         !
 2002.4!                                 +    *!         .    .    .    0    !
 2003.1!                                  *  +!!         0    .    .         !
 2003.2!                                 +  * !!         .    .    0         !
 2003.3!                                  *+  !!         .  0 .    .         !
 2003.4!                                 +*   !!         .    .  0 .         !
 2004.1!                               *  +   !!        0.    .    .         !
 2004.2!                              + *     !!         .    .    0         !
 2004.3!                                +*    !!         .    . 0  .         !
 2004.4!                             *  +     !!        0.    .    .         !
 2005.1!                           * +        !!         . 0  .    .         !
 2005.2!                           +   *      !!         .    .    . 0       !
 2005.3!                              +*      !!         .    .0   .         !
 2005.4!                              +*      !!         .    . 0  .         !
 2006.1!                              +       !!         .    0    .         !
 2006.2!                            * +       !!         .0   .    .         !
 2006.3!                           + *        !!         .    .  0 .         !
 2006.4!                           *+         !!         .  0 .    .         !
 2007.1!                           +          !!         .   0.    .         !
 2007.2!                           +          !!         .    .0   .         !
 2007.3!                           + *        !!         .    .  0 .         !
 2007.4!                          * +         !!        0.    .    .         !
 2008.1!                          +*          !!         .    . 0  .         !
 2008.2!                         *+           !!         . 0  .    .         !
 2008.3!                     *   +            !!       0 .    .    .         !
 2008.4!                      +  *            !!         .    .    .0        !
 2009.1!                        *+            !!         .  0 .    .         !
 2009.2!                        +             !!         .    .0   .         !
 2009.3!                      * +             !!         0    .    .         !
 2009.4!                      + *             !!         .    .  0 .         !
 2010.1!                      * +             !!         . 0  .    .         !
 2010.2!                      +  *            !!         .    .    0         !
 2010.3!                        *+            !!         .    0    .         !
 2010.4!                        +*            !!         .    .0   .         !
 2011.1!                         +            !!         .    0    .         !
 2011.2!                        *+            !!         .  0 .    .         !
 2011.3!                      * +             !!         0    .    .         !
 2011.4!                      +*              !!         .    .0   .         !
 2012.1!                       +              !!         .    0    .         !
 2012.2!                      *+              !!         . 0  .    .         !
 2012.3!                     *+               !!         .  0 .    .         !
 2012.4!                 *   +                !!      0  .    .    .         !


     27.66 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRUK=FRPX$/UKPMM;                                                      
 GENR LAAFRUK=LOG(AAFRUK+.00001);                                             
 GENR LAFRUK=LOG(AFRUK+.00001);                                               
 LHS AAFRUK=EXP(LAAFRUK)-.00001;                                              
  EQ  518 LAAFRUK C LAFRUK(-1) PFRUK;                                         
EQUATION 599  LAAFRUK  
   RHS     C  LAFRUK(-1)  PFRUK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  599 PLOT=0;END;                                                     

Equation number =  599
**********************

Dependent variable = LAAFRUK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.707555984

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.091014814       0.034806531  -2.61488     1.000000
12206 LAFRUK  ( -1)       0.936574156       0.025574811  36.62096    -2.713294
12204 PFRUK   (  0)      -0.059603317       0.037742933  -1.57919     1.264024

SE of equation            =     0.066620025
Sum of squared residuals  = 0.821072142      -0.795807864E-12
Average absolute error    =     0.050238013
Sum of ABS residuals      =  9.44474653    
R squared                 =   0.97445
Durbin-Watson statistic   =   2.63751
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1! *  +                                 !!     0    .   .   .          !
 1966.2!*+                                    !!         0.   .   .          !
 1966.3!+ *                                   !!          .   .   0          !
 1966.4! * +                                  !!          0   .   .          !
 1967.1!  +*                                  !!          .   .   0          !
 1967.2!    +                                 !!          .   0   .          !
 1967.3!    *+                                !!          . 0 .   .          !
 1967.4!     + *                              !!          .   .   .0         !
 1968.1!    *  +                              !!       0  .   .   .          !
 1968.2*     +                                !0          .   .   .          !
 1968.3!+  *                                  !!          .   .   .  0       !
 1968.4!  * +                                 !!          0   .   .          !
 1969.1!   +                                  !!          .   .0  .          !
 1969.2! *  +                                 !!        0 .   .   .          !
 1969.3!  + *                                 !!          .   .   0          !
 1969.4!    *+                                !!          . 0 .   .          !
 1970.1!     + *                              !!          .   .   .0         !
 1970.2!      * +                             !!          0   .   .          !
 1970.3!      *+                              !!          . 0 .   .          !
 1970.4!       +                              !!          .   0   .          !
 1971.1!        +*                            !!          .   .  0.          !
 1971.2!          + *                         !!          .   .   . 0        !
 1971.3!            *+                        !!          . 0 .   .          !
 1971.4!             + *                      !!          .   .   .0         !
 1972.1!               *+                     !!          . 0 .   .          !
 1972.2!               + *                    !!          .   .   0          !
 1972.3!               * +                    !!         0.   .   .          !
 1972.4!                +    *                !!          .   .   .         0!
 1973.1!                 *   +                !!    0     .   .   .          !
 1973.2!                 +  *                 !!          .   .   .  0       !
 1973.3!                  * +                 !!        0 .   .   .          !
 1973.4!                 *+                   !!          . 0 .   .          !
 1974.1!                 +    *               !!          .   .   .        0 !
 1974.2!                    *  +              !!        0 .   .   .          !
 1974.3!                    +*                !!          .   .0  .          !
 1974.4!                     +*               !!          .   .  0.          !
 1975.1!                      + *             !!          .   .   .0         !
 1975.2!                        + *           !!          .   .   0          !
 1975.3!                         +            !!          .   0   .          !
 1975.4!                        *+            !!          . 0 .   .          !
 1976.1!                      * +             !!         0.   .   .          !
 1976.2!                      + *             !!          .   .  0.          !
 1976.3!                     *  +             !!        0 .   .   .          !
 1976.4!                     +   *            !!          .   .   .    0     !
 1977.1!                        *+            !!          . 0 .   .          !
 1977.2!                        +             !!          .  0.   .          !
 1977.3!                        +*            !!          .   .   0          !
 1977.4!                         + *          !!          .   .   0          !
 1978.1!                           +          !!          .  0.   .          !
 1978.2!                        *  +          !!       0  .   .   .          !
 1978.3!                        +   *         !!          .   .   .     0    !
 1978.4!                            +*        !!          .   . 0 .          !
 1979.1!                            +*        !!          .   .0  .          !
 1979.2!                             +*       !!          .   . 0 .          !
 1979.3!                             +        !!          . 0 .   .          !
 1979.4!                            +*        !!          .   .0  .          !
 1980.1!                            *+        !!          . 0 .   .          !
 1980.2!                           *+         !!          . 0 .   .          !
 1980.3!                           +          !!          .   0   .          !
 1980.4!                           +*         !!          .   . 0 .          !
 1981.1!                          * +         !!          0   .   .          !
 1981.2!                           + *        !!          .   .   .0         !
 1981.3!                            *+        !!          . 0 .   .          !
 1981.4!                            +*        !!          .   . 0 .          !
 1982.1!                             +        !!          .  0.   .          !
 1982.2!                          *  +        !!        0 .   .   .          !
 1982.3!                          *+          !!          . 0 .   .          !
 1982.4!                          +  *        !!          .   .   .  0       !
 1983.1!                           * +        !!         0.   .   .          !
 1983.2!                           +*         !!          .   . 0 .          !
 1983.3!                            +         !!          .   .0  .          !
 1983.4!                             +*       !!          .   .   0          !
 1984.1!                            * +       !!          0   .   .          !
 1984.2!                             +        !!          .   0   .          !
 1984.3!                             +        !!          .   .0  .          !
 1984.4!                              +       !!          .   .0  .          !
 1985.1!                            * +       !!          0   .   .          !
 1985.2!                             +        !!          .   . 0 .          !
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 1985.4!                               +      !!          .   .0  .          !
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 1986.2!                              +       !!          .   .0  .          !
 1986.3!                              +*      !!          .   .  0.          !
 1986.4!                               +*     !!          .   . 0 .          !
 1987.1!                              * +     !!          0   .   .          !
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 1987.3!                              +       !!          .   . 0 .          !
 1987.4!                              + *     !!          .   .   0          !
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 1988.4!                                +     !!          .   .0  .          !
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 1989.2!                                +     !!          .   0   .          !
 1989.3!                              * +     !!          0   .   .          !
 1989.4!                              + *     !!          .   .   .0         !
 1990.1!                                +     !!          .   0   .          !
 1990.2!                                +     !!          .  0.   .          !
 1990.3!                               +*     !!          .   .0  .          !
 1990.4!                                +*    !!          .   .   0          !
 1991.1!                                *+    !!          0   .   .          !
 1991.2!                                +     !!          .   . 0 .          !
 1991.3!                                + *   !!          .   .   .0         !
 1991.4!                                  +*  !!          .   .  0.          !
 1992.1!                                *  +  !!       0  .   .   .          !
 1992.2!                                + *   !!          .   .   0          !
 1992.3!                                  +   !!          .   . 0 .          !
 1992.4!                                  +   !!          .  0.   .          !
 1993.1!                               *  +   !!       0  .   .   .          !
 1993.2!                               +      !!          .   0   .          !
 1993.3!                               +      !!          .  0.   .          !
 1993.4!                               + *    !!          .   .   .0         !
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 1994.3!                                  +   !!          .  0.   .          !
 1994.4!                                 +  * !!          .   .   . 0        !
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 1999.4!                                    + *!          .   .   .0         !
 2000.1!                                      +!          .   0   .          !
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 2000.3!                                     +*!          .   . 0 .          !
 2000.4!                                    *+!!          0   .   .          !
 2001.1!                                    + !!          .   .0  .          !
 2001.2!                                    + !!          .   0   .          !
 2001.3!                                    +*!!          .   .0  .          !
 2001.4!                                    +*!!          .   . 0 .          !
 2002.1!                                     +!!          . 0 .   .          !
 2002.2!                                    + !!          . 0 .   .          !
 2002.3!                                    + !!          .   .0  .          !
 2002.4!                                    +*!!          .   .  0.          !
 2003.1!                                   * +!!          0   .   .          !
 2003.2!                                   +  !!          . 0 .   .          !
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 2003.4!                                  + * !!          .   .   .0         !
 2004.1!                                  * + !!          0   .   .          !
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 2005.1!                                * +   !!        0 .   .   .          !
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 2005.4!                                +     !!          .   .0  .          !
 2006.1!                               *+     !!          . 0 .   .          !
 2006.2!                               +*     !!          .   . 0 .          !
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 2007.1!                               +      !!          . 0 .   .          !
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 2007.3!                              +       !!          .  0.   .          !
 2007.4!                              +       !!          .  0.   .          !
 2008.1!                             *+       !!          . 0 .   .          !
 2008.2!                              +       !!          .   .0  .          !
 2008.3!                            * +       !!         0.   .   .          !
 2008.4!                            + *       !!          .   .  0.          !
 2009.1!                            * +       !!         0.   .   .          !
 2009.2!                            +         !!          .  0.   .          !
 2009.3!                            *+        !!          .  0.   .          !
 2009.4!                            +         !!          . 0 .   .          !
 2010.1!                           *+         !!          .  0.   .          !
 2010.2!                           *+         !!          . 0 .   .          !
 2010.3!                           *+         !!          . 0 .   .          !
 2010.4!                           +          !!          .   0   .          !
 2011.1!                            +         !!          .   .0  .          !
 2011.2!                           *+         !!          0   .   .          !
 2011.3!                          *+          !!          0   .   .          !
 2011.4!                          +*          !!          .   .  0.          !
 2012.1!                           *+         !!          . 0 .   .          !
 2012.2!                           *+         !!          .0  .   .          !
 2012.3!                           +          !!          . 0 .   .          !
 2012.4!                           + *        !!          .   .   0          !


     30.32 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEUK=GEPX$/UKPMM;                                                      
 GENR LAAGEUK=LOG(AAGEUK+.00001);                                             
 GENR LAGEUK=LOG(AGEUK+.00001);                                               
 LHS AAGEUK=EXP(LAAGEUK)-.00001;                                              
  EQ  519 LAAGEUK C LAGEUK(-1) PGEUK;                                         
EQUATION 600  LAAGEUK  
   RHS     C  LAGEUK(-1)  PGEUK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  600 PLOT=0;END;                                                     

Equation number =  600
**********************

Dependent variable = LAAGEUK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.006230706

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.000674428       0.037297524  -0.01808     1.000000
12209 LAGEUK  ( -1)       0.945143676       0.017936704  52.69327    -2.012122
12207 PGEUK   (  0)      -0.098462450       0.054684602  -1.80055     1.054327

SE of equation            =     0.053100882
Sum of squared residuals  = 0.521645188      -0.113606902E-10
Average absolute error    =     0.037925035
Sum of ABS residuals      =  7.12990666    
R squared                 =   0.97596
Durbin-Watson statistic   =   2.45252
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*+                                     !!           0  .  .           !
 1966.2!+*                                    !!           .  . 0.           !
 1966.3!* +                                   !!          0.  .  .           !
 1966.4!*+                                    !!           . 0.  .           !
 1967.1! +*                                   !!           .  .0 .           !
 1967.2!   +                                  !!           .  0  .           !
 1967.3!    +                                 !!           .  0  .           !
 1967.4!     +*                               !!           .  .0 .           !
 1968.1!    *  +                              !!        0  .  .  .           !
 1968.2!  *  +                                !!       0   .  .  .           !
 1968.3!   + *                                !!           .  .  0           !
 1968.4!      + *                             !!           .  .  .0          !
 1969.1!       * +                            !!          0.  .  .           !
 1969.2!        +*                            !!           .  . 0.           !
 1969.3!       * +                            !!          0.  .  .           !
 1969.4!       *+                             !!           0  .  .           !
 1970.1!     * +                              !!         0 .  .  .           !
 1970.2!    * +                               !!           0  .  .           !
 1970.3!    *+                                !!           . 0.  .           !
 1970.4!     +                                !!           . 0.  .           !
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 1973.1!           *    +                     !!    0      .  .  .           !
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 1977.1!                    + *               !!           .  .  .0          !
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 1977.3!                      +       *       !!           .  .  .           0
 1977.4!                          *  +        !!        0  .  .  .           !
 1978.1!                       *  +           !!         0 .  .  .           !
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 1978.3!                        +             !!           . 0.  .           !
 1978.4!                        +  *          !!           .  .  .  0        !
 1979.1!                           +          !!           .  .0 .           !
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 1980.2!                            + *       !!           .  . 0.           !
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 1981.2!                            + *       !!           .  .  0           !
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 1982.3!                                 +    !!           .  0  .           !
 1982.4!                                 + *  !!           .  .  0           !
 1983.1!                                   +* !!           .  .0 .           !
 1983.2!                                   *+ !!           .0 .  .           !
 1983.3!                                  *+  !!           .0 .  .           !
 1983.4!                                   +* !!           .  . 0.           !
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 1984.3!                                  + * !!           .  .  0           !
 1984.4!                                     +!!           .  0  .           !
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 1985.2!                                     +*!           .  . 0.           !
 1985.3!                                      +!           .  0  .           !
 1985.4!                                      +!           . 0.  .           !
 1986.1!                                     +!!           . 0.  .           !
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 1986.3!                                   * +!!           0  .  .           !
 1986.4!                                   +* !!           .  .0 .           !
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 1987.4!                                   +* !!           .  . 0.           !
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 1988.3!                                   +  !!           . 0.  .           !
 1988.4!                                   +* !!           .  . 0.           !
 1989.1!                                   +* !!           .  .0 .           !
 1989.2!                                    + !!           .  .0 .           !
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 1989.4!                                   +  !!           .  .0 .           !
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 1991.3!                               +*     !!           .  . 0.           !
 1991.4!                                +     !!           .  .0 .           !
 1992.1!                                +     !!           . 0.  .           !
 1992.2!                              * +     !!          0.  .  .           !
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 1993.1!                          *  +        !!        0  .  .  .           !
 1993.2!                          +*          !!           .  .0 .           !
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 1993.4!                         +*           !!           .  . 0.           !
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 1994.3!                            *+        !!           .0 .  .           !
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 1995.4!                            +         !!           . 0.  .           !
 1996.1!                            +         !!           .  .0 .           !
 1996.2!                          * +         !!         0 .  .  .           !
 1996.3!                          + *         !!           .  .  .0          !
 1996.4!                            +*        !!           .  .  0           !
 1997.1!                             +        !!           .  0  .           !
 1997.2!                             +        !!           . 0.  .           !
 1997.3!                             +        !!           .  0  .           !
 1997.4!                             +        !!           . 0.  .           !
 1998.1!                             +        !!           .  .0 .           !
 1998.2!                             +*       !!           .  .0 .           !
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 1999.3!                            +         !!           . 0.  .           !
 1999.4!                            +         !!           . 0.  .           !
 2000.1!                            + *       !!           .  .  .0          !
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 2000.3!                            * +       !!          0.  .  .           !
 2000.4!                             +*       !!           .  . 0.           !
 2001.1!                              +       !!           .  0  .           !
 2001.2!                              +       !!           .  .0 .           !
 2001.3!                               +      !!           .  .0 .           !
 2001.4!                               +      !!           .  0  .           !
 2002.1!                               +      !!           . 0.  .           !
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 2002.3!                              + *     !!           .  .  .0          !
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 2003.3!                              +*      !!           .  . 0.           !
 2003.4!                               +*     !!           .  .0 .           !
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 2004.3!                               *+     !!           0  .  .           !
 2004.4!                               +*     !!           .  . 0.           !
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 2005.3!                               *+     !!           .0 .  .           !
 2005.4!                               +      !!           .  0  .           !
 2006.1!                               +      !!           .  0  .           !
 2006.2!                               +      !!           .  0  .           !
 2006.3!                              *+      !!           .0 .  .           !
 2006.4!                              +       !!           . 0.  .           !
 2007.1!                              + *     !!           .  .  0           !
 2007.2!                                +     !!           .  0  .           !
 2007.3!                               *+     !!           . 0.  .           !
 2007.4!                               +      !!           .  0  .           !
 2008.1!                              *+      !!           .0 .  .           !
 2008.2!                              +       !!           .  0  .           !
 2008.3!                             *+       !!           . 0.  .           !
 2008.4!                             +        !!           . 0.  .           !
 2009.1!                             +        !!           .  0  .           !
 2009.2!                             +*       !!           .  .0 .           !
 2009.3!                              +       !!           .  0  .           !
 2009.4!                              +       !!           .  0  .           !
 2010.1!                              +       !!           . 0.  .           !
 2010.2!                             *+       !!           . 0.  .           !
 2010.3!                            * +       !!           .0 .  .           !
 2010.4!                            +*        !!           .  .0 .           !
 2011.1!                             +  *     !!           .  .  .0          !
 2011.2!                              * +     !!           0  .  .           !
 2011.3!                            * +       !!          0.  .  .           !
 2011.4!                            + *       !!           .  .  .0          !
 2012.1!                               +*     !!           .  .  0           !
 2012.2!                                +     !!           .  0  .           !
 2012.3!                                +     !!           .  0  .           !
 2012.4!                                +     !!           . 0.  .           !


     23.94 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITUK=ITPX$/UKPMM;                                                      
 GENR LAAITUK=LOG(AAITUK+.00001);                                             
 GENR LAITUK=LOG(AITUK+.00001);                                               
 LHS AAITUK=EXP(LAAITUK)-.00001;                                              
  EQ  520 LAAITUK C LAITUK(-1) PITUK;                                         
EQUATION 601  LAAITUK  
   RHS     C  LAITUK(-1)  PITUK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  601 PLOT=0;END;                                                     

Equation number =  601
**********************

Dependent variable = LAAITUK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.904295035

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.078253344       0.047865770  -1.63485     1.000000
12212 LAITUK  ( -1)       0.900798456       0.024792785  36.33309    -2.906382
12210 PITUK   (  0)      -0.226213867       0.067738066  -3.33954     0.919384

SE of equation            =     0.067373148
Sum of squared residuals  = 0.839741094       0.255320209E-10
Average absolute error    =     0.049393664
Sum of ABS residuals      =  9.28600880    
R squared                 =   0.95063
Durbin-Watson statistic   =   2.71305
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!   +*                                 !!           .  .0 .           !
 1966.2!   *+                                 !!           .0 .  .           !
 1966.3!   +  *                               !!           .  .  0           !
 1966.4!      +*                              !!           .  .0 .           !
 1967.1!      *+                              !!           . 0.  .           !
 1967.2!       + *                            !!           .  .  0           !
 1967.3!        * +                           !!           .0 .  .           !
 1967.4!         +*                           !!           .  . 0.           !
 1968.1!        *  +                          !!          0.  .  .           !
 1968.2!        *+                            !!           . 0.  .           !
 1968.3!    *    +                            !!       0   .  .  .           !
 1968.4!     + *                              !!           .  . 0.           !
 1969.1!       *+                             !!           . 0.  .           !
 1969.2!     *  +                             !!          0.  .  .           !
 1969.3!   *  +                               !!          0.  .  .           !
 1969.4*    +                                 !!        0  .  .  .           !
 1970.1!+  *                                  !!           .  .  0           !
 1970.2!    + *                               !!           .  . 0.           !
 1970.3!      *+                              !!           . 0.  .           !
 1970.4!       +  *                           !!           .  .  .0          !
 1971.1!          *+                          !!           .  0  .           !
 1971.2!          * +                         !!           0  .  .           !
 1971.3!           +                          !!           .  .0 .           !
 1971.4!            *+                        !!           . 0.  .           !
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 1972.2!             + *                      !!           .  . 0.           !
 1972.3!              * +                     !!           .0 .  .           !
 1972.4!                +                     !!           .  0  .           !
 1973.1!     *           +                    !0           .  .  .           !
 1973.2!       +    *                         !!           .  .  .   0       !
 1973.3!             + *                      !!           .  . 0.           !
 1973.4!                +                     !!           .  0  .           !
 1974.1!                +    *                !!           .  .  .  0        !
 1974.2!                *    +                !!       0   .  .  .           !
 1974.3!                +*                    !!           .  .0 .           !
 1974.4!               * +                    !!           .0 .  .           !
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 1975.3!                   +                  !!           . 0.  .           !
 1975.4!                   +   *              !!           .  .  .0          !
 1976.1!                      * +             !!           .0 .  .           !
 1976.2!                     * +              !!           0  .  .           !
 1976.3!                     + *              !!           .  . 0.           !
 1976.4!                       +              !!           . 0.  .           !
 1977.1!                       +*             !!           .  .0 .           !
 1977.2!                         +*           !!           .  . 0.           !
 1977.3!                         *+           !!           .0 .  .           !
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 1979.1!                                 *   +!!         0 .  .  .           !
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 1980.1!                                * +   !!           0  .  .           !
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 1980.3!                               +      !!           .  .0 .           !
 1980.4!                            *   +     !!         0 .  .  .           !
 1981.1!                         *  +         !!          0.  .  .           !
 1981.2!                          +  *        !!           .  .  .0          !
 1981.3!                             + *      !!           .  . 0.           !
 1981.4!                              * +     !!           .0 .  .           !
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 1982.4!                             *  +     !!          0.  .  .           !
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 1983.2!                              *+      !!           .0 .  .           !
 1983.3!                              + *     !!           .  .0 .           !
 1983.4!                                +*    !!           .  .0 .           !
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 1984.2!                               *  +   !!          0.  .  .           !
 1984.3!                               + *    !!           .  . 0.           !
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 1985.4!                                   +  *!           .  .  .0          !
 1986.1!                                    *+!!           . 0.  .           !
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 1986.3!                                   * +!!           .0 .  .           !
 1986.4!                                * +   !!           0  .  .           !
 1987.1!                                + *   !!           .  .  0           !
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 1987.4!                                  * + !!           0  .  .           !
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 1988.3!                                  *  +!!          0.  .  .           !
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 1989.1!                                   +  !!           .  .0 .           !
 1989.2!                                   +* !!           .  .0 .           !
 1989.3!                                  * + !!           . 0.  .           !
 1989.4!                                 *+   !!           . 0.  .           !
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 1990.3!                                 +    !!           .  0  .           !
 1990.4!                                +     !!           .  0  .           !
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 1991.2!                               +*     !!           .  .0 .           !
 1991.3!                               +      !!           . 0.  .           !
 1991.4!                              +  *    !!           .  .  0           !
 1992.1!                                +     !!           .  0  .           !
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 1992.4!                            *  +      !!          0.  .  .           !
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 1993.2!                              +       !!           . 0.  .           !
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 1993.4!                              +  *    !!           .  .  .0          !
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 1994.4!                                 +    !!           .  0  .           !
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 1996.3!                              +*      !!           .  . 0.           !
 1996.4!                               + *    !!           .  . 0.           !
 1997.1!                              * +     !!           .0 .  .           !
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 1997.3!                               +      !!           .  .0 .           !
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 1999.3!                         * +          !!           0  .  .           !
 1999.4!                         +*           !!           .  . 0.           !
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 2000.2!                        + *           !!           .  . 0.           !
 2000.3!                          + *         !!           .  . 0.           !
 2000.4!                          * +         !!           .0 .  .           !
 2001.1!                          +           !!           . 0.  .           !
 2001.2!                          +           !!           .  0  .           !
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 2002.3!                         +*           !!           .  . 0.           !
 2002.4!                         +*           !!           .  .0 .           !
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 2003.2!                         *+           !!           .  0  .           !
 2003.3!                         +            !!           .  0  .           !
 2003.4!                        + *           !!           .  . 0.           !
 2004.1!                         +  *         !!           .  .  . 0         !
 2004.2!                         * +          !!           0  .  .           !
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 2004.4!                      +*              !!           .  0  .           !
 2005.1!                      +  *            !!           .  .  0           !
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 2005.3!                      *+              !!           . 0.  .           !
 2005.4!                    * +               !!           .0 .  .           !
 2006.1!                    +                 !!           .  0  .           !
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 2006.3!                    +                 !!           .  0  .           !
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 2007.2!                  +*                  !!           .  . 0.           !
 2007.3!                  +*                  !!           .  .0 .           !
 2007.4!                 *+                   !!           . 0.  .           !
 2008.1!             *  +                     !!          0.  .  .           !
 2008.2!             +  *                     !!           .  .  .0          !
 2008.3!              *+                      !!           .0 .  .           !
 2008.4!             + *                      !!           .  . 0.           !
 2009.1!            * +                       !!           .0 .  .           !
 2009.2!            +  *                      !!           .  .  .0          !
 2009.3!            * +                       !!           .0 .  .           !
 2009.4!            +                         !!           .  0  .           !
 2010.1!           +   *                      !!           .  .  . 0         !
 2010.2!            *  +                      !!          0.  .  .           !
 2010.3!            + *                       !!           .  .  0           !
 2010.4!           *  +                       !!           0  .  .           !
 2011.1!           + *                        !!           .  . 0.           !
 2011.2!              +*                      !!           .  . 0.           !
 2011.3!               *+                     !!           . 0.  .           !
 2011.4!                +                     !!           .  0  .           !
 2012.1!                +*                    !!           .  .0 .           !
 2012.2!                * +                   !!           .0 .  .           !
 2012.3!                *+                    !!           .0 .  .           !
 2012.4!                +                     !!           . 0.  .           !


     25.00 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEUK=NEPX$/UKPMM;                                                      
 GENR LAANEUK=LOG(AANEUK+.00001);                                             
 GENR LANEUK=LOG(ANEUK+.00001);                                               
 LHS AANEUK=EXP(LAANEUK)-.00001;                                              
  EQ  521 LAANEUK C LANEUK(-1) PNEUK;                                         
EQUATION 602  LAANEUK  
   RHS     C  LANEUK(-1)  PNEUK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  602 PLOT=0;END;                                                     

Equation number =  602
**********************

Dependent variable = LAANEUK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.834251493

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.146901609       0.050820918  -2.89057     1.000000
12215 LANEUK  ( -1)       0.892674580       0.031818976  28.05479    -2.840452
12213 PNEUK   (  0)      -0.126151856       0.046873336  -2.69134     1.202917

SE of equation            =     0.062327697
Sum of squared residuals  = 0.718677226      -0.111852749E-10
Average absolute error    =     0.046744786
Sum of ABS residuals      =  8.78801968    
R squared                 =   0.95110
Durbin-Watson statistic   =   2.22193
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!+                                     !!          .  0.   .          !
 1966.2*+                                     !!          . 0 .   .          !
 1966.3!+*                                    !!          .   . 0 .          !
 1966.4!*+                                    !!          . 0 .   .          !
 1967.1! +*                                   !!          .   .  0.          !
 1967.2!   + *                                !!          .   .  0.          !
 1967.3!     + *                              !!          .   . 0 .          !
 1967.4!       + *                            !!          .   .   0          !
 1968.1!      *  +                            !!       0  .   .   .          !
 1968.2!       +                              !!          .   0   .          !
 1968.3!    *   +                             !!      0   .   .   .          !
 1968.4!    *+                                !!          .0  .   .          !
 1969.1!     +  *                             !!          .   .   . 0        !
 1969.2!      * +                             !!          0   .   .          !
 1969.3!     * +                              !!          .0  .   .          !
 1969.4!      +                               !!          .   0   .          !
 1970.1!       +                              !!          .   .0  .          !
 1970.2!      * +                             !!          .0  .   .          !
 1970.3!       +                              !!          .   .0  .          !
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 1971.2!             +                        !!          .  0.   .          !
 1971.3!             +                        !!          .  0.   .          !
 1971.4!              + *                     !!          .   .   0          !
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 1972.4!           *  +                       !!       0  .   .   .          !
 1973.1!            +   *                     !!          .   .   .    0     !
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 1973.4!        *    +                        !!    0     .   .   .          !
 1974.1!        +      *                      !!          .   .   .          0
 1974.2!               +   *                  !!          .   .   .   0      !
 1974.3!                  + *                 !!          .   .   0          !
 1974.4!                   +  *               !!          .   .   .0         !
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 1975.4!                       +     *        !!          .   .   .        0 !
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 1977.3!               *+                     !!          .  0.   .          !
 1977.4!               + *                    !!          .   . 0 .          !
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 1978.4!                * +                   !!          0   .   .          !
 1979.1!                +  *                  !!          .   .   .0         !
 1979.2!                   + *                !!          .   .   .0         !
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 1980.1!                 + *                  !!          .   .  0.          !
 1980.2!                   +                  !!          .   .0  .          !
 1980.3!                   *+                 !!          .  0.   .          !
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 1981.1!                  +                   !!          .  0.   .          !
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 1981.3!                    *+                !!          .  0.   .          !
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 1982.2!                     +  *             !!          .   .   .0         !
 1982.3!                     *  +             !!        0 .   .   .          !
 1982.4!                     + *              !!          .   .  0.          !
 1983.1!                     * +              !!          .0  .   .          !
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 1983.3!                     + *              !!          .   .  0.          !
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 1984.2!                      +  *            !!          .   .   . 0        !
 1984.3!                     *   +            !!     0    .   .   .          !
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 1985.3!                       +              !!          .  0.   .          !
 1985.4!                     * +              !!          .0  .   .          !
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 1986.3!                        + *           !!          .   .   0          !
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 1988.4!                         *+           !!          .  0.   .          !
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 1989.2!                        +             !!          .   0   .          !
 1989.3!                        +*            !!          .   .0  .          !
 1989.4!                         +*           !!          .   .0  .          !
 1990.1!                       *  +           !!         0.   .   .          !
 1990.2!                       +              !!          .   0   .          !
 1990.3!                        +             !!          .   0   .          !
 1990.4!                       *+             !!          .  0.   .          !
 1991.1!                      * +             !!          .0  .   .          !
 1991.2!                       +              !!          .   .0  .          !
 1991.3!                       + *            !!          .   . 0 .          !
 1991.4!                       * +            !!          .0  .   .          !
 1992.1!                     *  +             !!         0.   .   .          !
 1992.2!                      +*              !!          .   . 0 .          !
 1992.3!                    *  +              !!        0 .   .   .          !
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 1993.2!                    + *               !!          .   .  0.          !
 1993.3!                    * +               !!         0.   .   .          !
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 1994.1!                    +*                !!          .   . 0 .          !
 1994.2!                  *   +               !!       0  .   .   .          !
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 1995.1!                    +                 !!          .   0   .          !
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 1995.3!                  *+                  !!          . 0 .   .          !
 1995.4!                 * +                  !!          .0  .   .          !
 1996.1!               *  +                   !!        0 .   .   .          !
 1996.2!           *    +                     !!  0       .   .   .          !
 1996.3!            +    *                    !!          .   .   .    0     !
 1996.4!                  +                   !!          .   0   .          !
 1997.1!                   +  *               !!          .   .   .  0       !
 1997.2!                     * +              !!          .0  .   .          !
 1997.3!                      +*              !!          .   . 0 .          !
 1997.4!                    *   +             !!       0  .   .   .          !
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 1998.3!                   *+                 !!          .  0.   .          !
 1998.4!                    + *               !!          .   .  0.          !
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 1999.2!                            +  *      !!          .   .   . 0        !
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 1999.4!                              +*      !!          .   .0  .          !
 2000.1!                               +      !!          .   .0  .          !
 2000.2!                                +*    !!          .   . 0 .          !
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 2000.4!                                * +   !!          0   .   .          !
 2001.1!                                + *   !!          .   .  0.          !
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 2001.3!                                 * +  !!          0   .   .          !
 2001.4!                                 +*   !!          .   . 0 .          !
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 2002.3!                                 +    !!          .  0.   .          !
 2002.4!                                 +*   !!          .   .  0.          !
 2003.1!                                 *+   !!          . 0 .   .          !
 2003.2!                                *+    !!          .  0.   .          !
 2003.3!                                +*    !!          .   .0  .          !
 2003.4!                                +     !!          .   0   .          !
 2004.1!                                +     !!          .   0   .          !
 2004.2!                                +*    !!          .   .  0.          !
 2004.3!                                 +*   !!          .   . 0 .          !
 2004.4!                                 *+   !!          . 0 .   .          !
 2005.1!                                +     !!          .   0   .          !
 2005.2!                                +     !!          .   0   .          !
 2005.3!                                +*    !!          .   . 0 .          !
 2005.4!                                *+    !!          . 0 .   .          !
 2006.1!                                +*    !!          .   . 0 .          !
 2006.2!                                *+    !!          .  0.   .          !
 2006.3!                                +*    !!          .   . 0 .          !
 2006.4!                                + *   !!          .   .  0.          !
 2007.1!                                  +   !!          .   .0  .          !
 2007.2!                                  +   !!          .   0   .          !
 2007.3!                                 +*   !!          .   .0  .          !
 2007.4!                                 + *  !!          .   .   0          !
 2008.1!                                  *+  !!          .  0.   .          !
 2008.2!                                  +*  !!          .   . 0 .          !
 2008.3!                                  +*  !!          .   . 0 .          !
 2008.4!                                   +* !!          .   .  0.          !
 2009.1!                                    + !!          .   0   .          !
 2009.2!                                   +* !!          .   .0  .          !
 2009.3!                                 * +  !!          0   .   .          !
 2009.4!                                 +*   !!          .   .  0.          !
 2010.1!                                  +   !!          .  0.   .          !
 2010.2!                                 +*   !!          .   .0  .          !
 2010.3!                                  +   !!          .   .0  .          !
 2010.4!                                  +   !!          .  0.   .          !
 2011.1!                                 +*   !!          .   . 0 .          !
 2011.2!                                  +   !!          .   0   .          !
 2011.3!                                 *+   !!          . 0 .   .          !
 2011.4!                                 +    !!          .   . 0 .          !
 2012.1!                                 +*   !!          .   . 0 .          !
 2012.2!                                  + * !!          .   .   0          !
 2012.3!                                  * + !!          0   .   .          !
 2012.4!                                  +   *!          .   .   .   0      !


     24.47 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTUK=STPX$/UKPMM;                                                      
 GENR LAASTUK=LOG(AASTUK+.00001);                                             
 GENR LASTUK=LOG(ASTUK+.00001);                                               
 LHS AASTUK=EXP(LAASTUK)-.00001;                                              
  EQ  522 LAASTUK C LASTUK(-1) PSTUK;                                         
EQUATION 603  LAASTUK  
   RHS     C  LASTUK(-1)  PSTUK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  603 PLOT=0;END;                                                     

Equation number =  603
**********************

Dependent variable = LAASTUK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.828462103

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.297704424       0.100543272  -2.96096     1.000000
12218 LASTUK  ( -1)       0.872432088       0.037795196  23.08315    -3.828077
12216 PSTUK   (  0)      -0.204184771       0.090173623  -2.26435     0.935526

SE of equation            =     0.100637778
Sum of squared residuals  =  1.87367305       0.433351133E-10
Average absolute error    =     0.075242373
Sum of ABS residuals      =  14.1455661    
R squared                 =   0.87924
Durbin-Watson statistic   =   2.32259
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                       *+             !!          .  0.   .          !
 1966.2!                      *+              !!          .  0.   .          !
 1966.3!                   *  +               !!          .0  .   .          !
 1966.4!                    + *               !!          .   .  0.          !
 1967.1!                      +     *         !!          .   .   . 0        !
 1967.2!                         *  +         !!          .0  .   .          !
 1967.3!                         +*           !!          .   .0  .          !
 1967.4!                           +    *     !!          .   .   . 0        !
 1968.1!                           *   +      !!          0   .   .          !
 1968.2!                         * +          !!          .0  .   .          !
 1968.3!                         + *          !!          .   . 0 .          !
 1968.4!                           +  *       !!          .   .  0.          !
 1969.1!                            *+        !!          . 0 .   .          !
 1969.2!                           +*         !!          .   0   .          !
 1969.3!                           +*         !!          .   .0  .          !
 1969.4!                            + *       !!          .   . 0 .          !
 1970.1!                             +*       !!          .   .0  .          !
 1970.2!                              +*      !!          .   .0  .          !
 1970.3!                               +      !!          .   .0  .          !
 1970.4!                              *+      !!          .  0.   .          !
 1971.1!                             +  *     !!          .   .  0.          !
 1971.2!                                + *   !!          .   .  0.          !
 1971.3!                                *+    !!          . 0 .   .          !
 1971.4!                               +*     !!          .   .0  .          !
 1972.1!                               + *    !!          .   .0  .          !
 1972.2!                                +     !!          .   0   .          !
 1972.3!                               +      !!          .   0   .          !
 1972.4!                               +  *   !!          .   .  0.          !
 1973.1!                           *     +    !!       0  .   .   .          !
 1973.2!                         +*           !!          .   .0  .          !
 1973.3!                         + *          !!          .   . 0 .          !
 1973.4!                      *   +           !!          0   .   .          !
 1974.1!                      +         *     !!          .   .   .       0  !
 1974.2!                           *    +     !!         0.   .   .          !
 1974.3!                          *+          !!          .  0.   .          !
 1974.4!                     *    +           !!         0.   .   .          !
 1975.1!                     +  *             !!          .   .  0.          !
 1975.2!                        + *           !!          .   . 0 .          !
 1975.3!                      *   +           !!          0   .   .          !
 1975.4!                      +               !!          .   .0  .          !
 1976.1!                     *+               !!          .  0.   .          !
 1976.2!                     +                !!          .   0   .          !
 1976.3!                     +*               !!          .   .0  .          !
 1976.4!                      + *             !!          .   .  0.          !
 1977.1!                      * +             !!          . 0 .   .          !
 1977.2!                      +               !!          .  0.   .          !
 1977.3!                      + *             !!          .   . 0 .          !
 1977.4!                       +  *           !!          .   .   0          !
 1978.1!                         +   *        !!          .   .   0          !
 1978.2!                          *+          !!          .  0.   .          !
 1978.3!                         +  *         !!          .   .   0          !
 1978.4!                           +          !!          .   .0  .          !
 1979.1!                          +*          !!          .   .0  .          !
 1979.2!                          +  *        !!          .   .  0.          !
 1979.3!                           *+         !!          .  0.   .          !
 1979.4!                        * +           !!          .0  .   .          !
 1980.1!                        + *           !!          .   . 0 .          !
 1980.2!                          +*          !!          .   .0  .          !
 1980.3!                           +          !!          .   0   .          !
 1980.4!                         * +          !!          . 0 .   .          !
 1981.1!                       *  +           !!          . 0 .   .          !
 1981.2!                        +  *          !!          .   .  0.          !
 1981.3!                           +   *      !!          .   .   0          !
 1981.4!                       *      +       !!      0   .   .   .          !
 1982.1!                        +             !!          .   0   .          !
 1982.2!                        +             !!          .   0   .          !
 1982.3!                   *     +            !!        0 .   .   .          !
 1982.4!                     +    *           !!          .   .   . 0        !
 1983.1!                      *   +           !!          0   .   .          !
 1983.2!                       +*             !!          .   .0  .          !
 1983.3!                       *+             !!          . 0 .   .          !
 1983.4!                       +   *          !!          .   .   0          !
 1984.1!                           + *        !!          .   . 0 .          !
 1984.2!                             +        *!          .   .   .     0    !
 1984.3!                              *      +!!      0   .   .   .          !
 1984.4!                          *   +       !!         0.   .   .          !
 1985.1!                           +     *    !!          .   .   .  0       !
 1985.2!                               * +    !!          . 0 .   .          !
 1985.3!                               +*     !!          .   .0  .          !
 1985.4!                                +     !!          .   .0  .          !
 1986.1!                               +  *   !!          .   .  0.          !
 1986.2!                             *   +    !!          0   .   .          !
 1986.3!                            +   *     !!          .   .   0          !
 1986.4!                              +       !!          .   0   .          !
 1987.1!                             +*       !!          .   . 0 .          !
 1987.2!                         *   +        !!         0.   .   .          !
 1987.3!                        +  *          !!          .   .  0.          !
 1987.4!                          + *         !!          .   .  0.          !
 1988.1!                           +   *      !!          .   .   0          !
 1988.2!                         *    +       !!         0.   .   .          !
 1988.3!                         +*           !!          .   .0  .          !
 1988.4!                          + *         !!          .   . 0 .          !
 1989.1!                         * +          !!          . 0 .   .          !
 1989.2!                         +   *        !!          .   .   0          !
 1989.3!                            + *       !!          .   .  0.          !
 1989.4!                             +        !!          .   0   .          !
 1990.1!                            +*        !!          .   .0  .          !
 1990.2!                           + *        !!          .   . 0 .          !
 1990.3!                       *   +          !!          0   .   .          !
 1990.4!                       +*             !!          .   . 0 .          !
 1991.1!                       +              !!          .   0   .          !
 1991.2!                      *+              !!          .   0   .          !
 1991.3!                     *+               !!          . 0 .   .          !
 1991.4!                    +  *              !!          .   .  0.          !
 1992.1!                    *  +              !!          .0  .   .          !
 1992.2!                    +*                !!          .   .0  .          !
 1992.3!                     + *              !!          .   .  0.          !
 1992.4!                      +               !!          .   0   .          !
 1993.1!                     +   *            !!          .   .   0          !
 1993.2!                        +             !!          .   .0  .          !
 1993.3!                *      +              !!      0   .   .   .          !
 1993.4!                +    *                !!          .   .   . 0        !
 1994.1!                    +*                !!          .   .0  .          !
 1994.2!                  * +                 !!          .0  .   .          !
 1994.3!                  + *                 !!          .   .  0.          !
 1994.4!                   +                  !!          .   0   .          !
 1995.1!                 * +                  !!          . 0 .   .          !
 1995.2!                +                     !!          .  0.   .          !
 1995.3!              *+                      !!          .  0.   .          !
 1995.4!              +  *                    !!          .   .   0          !
 1996.1!               * +                    !!          .0  .   .          !
 1996.2!               +  *                   !!          .   .   0          !
 1996.3!               *  +                   !!          .0  .   .          !
 1996.4!               +                      !!          .   0   .          !
 1997.1!            *  +                      !!          0   .   .          !
 1997.2!          *  +                        !!          .0  .   .          !
 1997.3!           +                          !!          .   0   .          !
 1997.4!          * +                         !!          . 0 .   .          !
 1998.1!       *   +                          !!         0.   .   .          !
 1998.2!        + *                           !!          .   .  0.          !
 1998.3!          *+                          !!          .  0.   .          !
 1998.4!         *+                           !!          . 0 .   .          !
 1999.1!      *   +                           !!          0   .   .          !
 1999.2!    *  +                              !!          0   .   .          !
 1999.3!     +                                !!          .   0   .          !
 1999.4!      *+                              !!          .  0.   .          !
 2000.1!        +     *                       !!          .   .   .  0       !
 2000.2!             * +                      !!          . 0 .   .          !
 2000.3! *           +                        !!0         .   .   .          !
 2000.4*    +                                 !!         0.   .   .          !
 2001.1! +  *                                 !!          .   .  0.          !
 2001.2!    * +                               !!          . 0 .   .          !
 2001.3!      +  *                            !!          .   .   0          !
 2001.4!       *  +                           !!          .0  .   .          !
 2002.1! *      +                             !!      0   .   .   .          !
 2002.2!   +     *                            !!          .   .   .   0      !
 2002.3!        * +                           !!          .0  .   .          !
 2002.4!*        +                            !!    0     .   .   .          !
 2003.1!* +                                   !!          .  0.   .          !
 2003.2!  +                                   !!          .   0   .          !
 2003.3!    +*                                !!          .   .0  .          !
 2003.4! *    +                               !!        0 .   .   .          !
 2004.1!  +                                   !!          .   0   .          !
 2004.2!  * +                                 !!          . 0 .   .          !
 2004.3!*  +                                  !!          0   .   .          !
 2004.4!  +    *                              !!          .   .   . 0        !
 2005.1!      * +                             !!          . 0 .   .          !
 2005.2!      *+                              !!          . 0 .   .          !
 2005.3!      *+                              !!          .  0.   .          !
 2005.4!       +  *                           !!          .   .   0          !
 2006.1!      *    +                          !!        0 .   .   .          !
 2006.2! *     +                              !!       0  .   .   .          !
 2006.3!   + *                                !!          .   . 0 .          !
 2006.4!      +*                              !!          .   .0  .          !
 2007.1!      * +                             !!          . 0 .   .          !
 2007.2!      *+                              !!          .  0.   .          !
 2007.3!       +                              !!          .  0.   .          !
 2007.4!        +*                            !!          .   .0  .          !
 2008.1!         +                            !!          .   0   .          !
 2008.2!       *  +                           !!          0   .   .          !
 2008.3!        +   *                         !!          .   .   .0         !
 2008.4!        *   +                         !!         0.   .   .          !
 2009.1!        +*                            !!          .   . 0 .          !
 2009.2!        *+                            !!          .   0   .          !
 2009.3!        +*                            !!          .   .0  .          !
 2009.4!       * +                            !!          . 0 .   .          !
 2010.1!       +            *                 !!          .   .   .          0
 2010.2!               *   +                  !!          0   .   .          !
 2010.3!        *     +                       !!       0  .   .   .          !
 2010.4!        + *                           !!          .   .  0.          !
 2011.1!          +*                          !!          .   .0  .          !
 2011.2!        * +                           !!          . 0 .   .          !
 2011.3!     *  +                             !!          .0  .   .          !
 2011.4!     + *                              !!          .   .  0.          !
 2012.1!     * +                              !!          . 0 .   .          !
 2012.2!      +*                              !!          .   .0  .          !
 2012.3!      +   *                           !!          .   .   0          !
 2012.4!         +           *                !!          .   .   .         0!


     24.47 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
@EQ   523 LAAFIUK C LAFIUK(-1) PFIUK;SMPL 1966.1 2012.4;OLS;EST  523 PLOT=0;EN
@EQ   524 LAAASUK C LAASUK(-1) PASUK;SMPL 1966.1 2012.4;OLS;EST  524 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSOUK=SOPX$/UKPMM;                                                      
 GENR LAASOUK=LOG(AASOUK+.00001);                                             
 GENR LASOUK=LOG(ASOUK+.00001);                                               
 LHS AASOUK=EXP(LAASOUK)-.00001;                                              
  EQ  525 LAASOUK C LASOUK(-1) PSOUK;                                         
EQUATION 604  LAASOUK  
   RHS     C  LASOUK(-1)  PSOUK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  604 PLOT=0;END;                                                     

Equation number =  604
**********************

Dependent variable = LAASOUK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.287491116

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.254131351       0.168985442  -1.50387     1.000000
12221 LASOUK  ( -1)       0.938836760       0.025027730  37.51186    -4.276040
12219 PSOUK   (  0)      -0.018502525       0.106775016  -0.17329     1.019120

SE of equation            =     0.227924636
Sum of squared residuals  =  9.61068337       0.613242790E-11
Average absolute error    =     0.177569150
Sum of ABS residuals      =  33.3830001    
R squared                 =   0.88834
Durbin-Watson statistic   =   2.52923
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                           *+         !!          .  0.   .          !
 1966.2!                          + *         !!          .   . 0 .          !
 1966.3!                           + *        !!          .   .  0.          !
 1966.4!                            +*        !!          .   . 0 .          !
 1967.1!                            +         !!          .   0   .          !
 1967.2!                           +*         !!          .   . 0 .          !
 1967.3!                           +  *       !!          .   .   0          !
 1967.4!                             +        !!          .   0   .          !
 1968.1!                            +         *!          .   .   .          0
 1968.2!                                    + !!          .  0.   .          !
 1968.3!                                  +   *!          .   .   .0         !
 1968.4!                                    +*!!          .   . 0 .          !
 1969.1!                            *       + !!  0       .   .   .          !
 1969.2!                           +*         !!          .   . 0 .          !
 1969.3!                           + *        !!          .   .  0.          !
 1969.4!                            + *       !!          .   .   0          !
 1970.1!                            *+        !!          . 0 .   .          !
 1970.2!                           +*         !!          .   . 0 .          !
 1970.3!                          *+          !!          .  0.   .          !
 1970.4!                         +*           !!          .   .0  .          !
 1971.1!                        *+            !!          . 0 .   .          !
 1971.2!                       +    *         !!          .   .   .  0       !
 1971.3!                          *+          !!          . 0 .   .          !
 1971.4!                         +*           !!          .   . 0 .          !
 1972.1!                         +            !!          .  0.   .          !
 1972.2!                        + *           !!          .   . 0 .          !
 1972.3!                        *+            !!          . 0 .   .          !
 1972.4!                       + *            !!          .   .  0.          !
 1973.1!                      * +             !!          .0  .   .          !
 1973.2!                     + *              !!          .   . 0 .          !
 1973.3!                      +*              !!          .   .0  .          !
 1973.4!                    * +               !!          .0  .   .          !
 1974.1!                    +  *              !!          .   .   0          !
 1974.2!                    * +               !!          . 0 .   .          !
 1974.3!                    + *               !!          .   .   0          !
 1974.4!                     + *              !!          .   .  0.          !
 1975.1!                       +*             !!          .   .  0.          !
 1975.2!                     *  +             !!          0   .   .          !
 1975.3!                    +                 !!          .   0   .          !
 1975.4!                   +    *             !!          .   .   . 0        !
 1976.1!                     * +              !!          .0  .   .          !
 1976.2!                    +  *              !!          .   .   0          !
 1976.3!                     *+               !!          .  0.   .          !
 1976.4!                     +                !!          .   .0  .          !
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 1977.2!                     +  *             !!          .   .   .0         !
 1977.3!                     *  +             !!          0   .   .          !
 1977.4!                    +  *              !!          .   .   0          !
 1978.1!                    *  +              !!          0   .   .          !
 1978.2!                   +*                 !!          .   0   .          !
 1978.3!                   +*                 !!          .   . 0 .          !
 1978.4!                *   +                 !!        0 .   .   .          !
 1979.1!            *  +                      !!          0   .   .          !
 1979.2!            +*                        !!          .   .0  .          !
 1979.3!           * +                        !!          .0  .   .          !
 1979.4!           +                          !!          .   0   .          !
 1980.1!           +  *                       !!          .   .   0          !
 1980.2!            * +                       !!          . 0 .   .          !
 1980.3!            +*                        !!          .   . 0 .          !
 1980.4!             +                        !!          .   .0  .          !
 1981.1!           * +                        !!          .0  .   .          !
 1981.2!          *+                          !!          . 0 .   .          !
 1981.3!          + *                         !!          .   .  0.          !
 1981.4!           + *                        !!          .   . 0 .          !
 1982.1!             +                        !!          .   0   .          !
 1982.2!            +  *                      !!          .   .   0          !
 1982.3!           *   +                      !!          0   .   .          !
 1982.4!          *+                          !!          . 0 .   .          !
 1983.1!          +   *                       !!          .   .   . 0        !
 1983.2!         *   +                        !!       0  .   .   .          !
 1983.3!         +*                           !!          .   .0  .          !
 1983.4!      *   +                           !!         0.   .   .          !
 1984.1!    * +                               !!          0   .   .          !
 1984.2!    + *                               !!          .   . 0 .          !
 1984.3! *    +                               !!      0   .   .   .          !
 1984.4! +   *                                !!          .   .   . 0        !
 1985.1!     +*                               !!          .   .0  .          !
 1985.2!      +   *                           !!          .   .   . 0        !
 1985.3!      *   +                           !!        0 .   .   .          !
 1985.4!       +     *                        !!          .   .   .    0     !
 1986.1!      *     +                         !!     0    .   .   .          !
 1986.2!     * +                              !!          .0  .   .          !
 1986.3!     +  *                             !!          .   .   0          !
 1986.4!        +  *                          !!          .   .   .0         !
 1987.1!        *  +                          !!         0.   .   .          !
 1987.2!    *   +                             !!        0 .   .   .          !
 1987.3!    +*                                !!          .   .0  .          !
 1987.4!     + *                              !!          .   .  0.          !
 1988.1!       *+                             !!          .  0.   .          !
 1988.2!   *   +                              !!        0 .   .   .          !
 1988.3!    + *                               !!          .   .   0          !
 1988.4!      +*                              !!          .   .0  .          !
 1989.1!      *+                              !!          .0  .   .          !
 1989.2!     *+                               !!          .  0.   .          !
 1989.3!     +*                               !!          .   .0  .          !
 1989.4!      +*                              !!          .   .0  .          !
 1990.1!      *+                              !!          . 0 .   .          !
 1990.2!      +                               !!          .   0   .          !
 1990.3!      +*                              !!          .   .0  .          !
 1990.4!       +*                             !!          .   . 0 .          !
 1991.1!         +                            !!          .   0   .          !
 1991.2!         +                            !!          .   0   .          !
 1991.3!        *+                            !!          .  0.   .          !
 1991.4!     *   +                            !!         0.   .   .          !
 1992.1!     *+                               !!          .  0.   .          !
 1992.2!     +    *                           !!          .   .   . 0        !
 1992.3!      *   +                           !!         0.   .   .          !
 1992.4!       +*                             !!          .   . 0 .          !
 1993.1!       *+                             !!          . 0 .   .          !
 1993.2!       +                              !!          .   0   .          !
 1993.3!    *  +                              !!          0   .   .          !
 1993.4!     +  *                             !!          .   .   0          !
 1994.1!        +                             !!          .   .0  .          !
 1994.2!       * +                            !!          . 0 .   .          !
 1994.3!    *  +                              !!          0   .   .          !
 1994.4!     +  *                             !!          .   .   0          !
 1995.1!        + *                           !!          .   .  0.          !
 1995.2!         *+                           !!          .  0.   .          !
 1995.3!         + *                          !!          .   .  0.          !
 1995.4!           +                          !!          .  0.   .          !
 1996.1!      *    +                          !!        0 .   .   .          !
 1996.2!       +       *                      !!          .   .   .       0  !
 1996.3!            *  +                      !!          0   .   .          !
 1996.4!            +    *                    !!          .   .   .  0       !
 1997.1!              *  +                    !!         0.   .   .          !
 1997.2!             +*                       !!          .   0   .          !
 1997.3!              +                       !!          .   0   .          !
 1997.4!          *  +                        !!        0 .   .   .          !
 1998.1!        * +                           !!          .0  .   .          !
 1998.2!    *   +                             !!        0 .   .   .          !
 1998.3!     +  *                             !!          .   .   0          !
 1998.4!        +*                            !!          .   .0  .          !
 1999.1!         +*                           !!          .   .0  .          !
 1999.2!     *    +                           !!        0 .   .   .          !
 1999.3!      + *                             !!          .   .  0.          !
 1999.4!        + *                           !!          .   .  0.          !
 2000.1!      *   +                           !!        0 .   .   .          !
 2000.2!   *   +                              !!        0 .   .   .          !
 2000.3!   + *                                !!          .   . 0 .          !
 2000.4!     +      *                         !!          .   .   .     0    !
 2001.1!         *  +                         !!          .0  .   .          !
 2001.2!         *+                           !!          .  0.   .          !
 2001.3!        *+                            !!          .  0.   .          !
 2001.4!       *+                             !!          . 0 .   .          !
 2002.1!       +                              !!          .   0   .          !
 2002.2!       + *                            !!          .   . 0 .          !
 2002.3!      *  +                            !!          0   .   .          !
 2002.4!      +    *                          !!          .   .   .  0       !
 2003.1!        *  +                          !!          0   .   .          !
 2003.2!        + *                           !!          .   .  0.          !
 2003.3!        * +                           !!          0   .   .          !
 2003.4!       *+                             !!          . 0 .   .          !
 2004.1!       +  *                           !!          .   .   .0         !
 2004.2!      *   +                           !!        0 .   .   .          !
 2004.3!      +  *                            !!          .   .   0          !
 2004.4!        *+                            !!          . 0 .   .          !
 2005.1!        +  *                          !!          .   .   .0         !
 2005.2!         * +                          !!          .0  .   .          !
 2005.3!        *+                            !!          .  0.   .          !
 2005.4!         +*                           !!          .   .  0.          !
 2006.1!       *  +                           !!        0 .   .   .          !
 2006.2!       +                              !!          .   .0  .          !
 2006.3!        +                             !!          .   .0  .          !
 2006.4!        +*                            !!          .   .0  .          !
 2007.1!        *+                            !!          . 0 .   .          !
 2007.2!        +                             !!          .   0   .          !
 2007.3!      * +                             !!          .0  .   .          !
 2007.4!      + *                             !!          .   . 0 .          !
 2008.1!        +                             !!          .   0   .          !
 2008.2!        +  *                          !!          .   .   0          !
 2008.3!       *   +                          !!         0.   .   .          !
 2008.4!        +*                            !!          .   . 0 .          !
 2009.1!      *  +                            !!        0 .   .   .          !
 2009.2!     *+                               !!          .  0.   .          !
 2009.3! *    +                               !!       0  .   .   .          !
 2009.4! +   *                                !!          .   .   .0         !
 2010.1!     +         *                      !!          .   .   .         0!
 2010.2!              +*                      !!          .   .0  .          !
 2010.3!             * +                      !!          .0  .   .          !
 2010.4!          *  +                        !!          .0  .   .          !
 2011.1! *        +                           !! 0        .   .   .          !
 2011.2!  +                                   !!          .   0   .          !
 2011.3!   +*                                 !!          .   . 0 .          !
 2011.4!  *  +                                !!          0   .   .          !
 2012.1!   +                                  !!          .   0   .          !
 2012.2!*  +                                  !!         0.   .   .          !
 2012.3* +                                    !!          .0  .   .          !
 2012.4!+ *                                   !!          .   .  0.          !


     28.72 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOUK=KOPX$/UKPMM;                                                      
 GENR LAAKOUK=LOG(AAKOUK+.00001);                                             
 GENR LAKOUK=LOG(AKOUK+.00001);                                               
 LHS AAKOUK=EXP(LAAKOUK)-.00001;                                              
  EQ  526 LAAKOUK C LAKOUK(-1) PKOUK;                                         
EQUATION 605  LAAKOUK  
   RHS     C  LAKOUK(-1)  PKOUK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  605 PLOT=0;END;                                                     

Equation number =  605
**********************

Dependent variable = LAAKOUK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.423066545

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.839249498       0.145788674  -5.75662     1.000000
12224 LAKOUK  ( -1)       0.713486972       0.048201575  14.80215    -5.447067
12222 PKOUK   (  0)      -0.401007020       0.079556548  -5.04053     1.739136

SE of equation            =     0.298296454
Sum of squared residuals  =  16.4614433       0.122599708E-10
Average absolute error    =     0.225517155
Sum of ABS residuals      =  42.3972250    
R squared                 =   0.93577
Durbin-Watson statistic   =   2.55725
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1! +*                                   !!         .    .0   .         !
 1966.2*    +                                 !!     0   .    .    .         !
 1966.3! *+                                   !!         .  0 .    .         !
 1966.4!  *+                                  !!         .  0 .    .         !
 1967.1!*  +                                  !!       0 .    .    .         !
 1967.2*    +                                 !!     0   .    .    .         !
 1967.3!   + *                                !!         .    .    0         !
 1967.4!   *   +                              !!     0   .    .    .         !
 1968.1! *    +                               !!    0    .    .    .         !
 1968.2!    +   *                             !!         .    .    .   0     !
 1968.3!         *+                           !!         .    0    .         !
 1968.4!          +                           !!         .   0.    .         !
 1969.1!          +  *                        !!         .    .    .0        !
 1969.2!            *+                        !!         .   0.    .         !
 1969.3!            +  *                      !!         .    .    .0        !
 1969.4!            *+                        !!         . 0  .    .         !
 1970.1!           +  *                       !!         .    .    .0        !
 1970.2!              +*                      !!         .    .  0 .         !
 1970.3!           *  +                       !!        0.    .    .         !
 1970.4!         * +                          !!         0    .    .         !
 1971.1!          +   *                       !!         .    .    .    0    !
 1971.2!            * +                       !!         0    .    .         !
 1971.3!             +     *                  !!         .    .    .       0 !
 1971.4!              *   +                   !!      0  .    .    .         !
 1972.1!               +     *                !!         .    .    .      0  !
 1972.2!                *   +                 !!      0  .    .    .         !
 1972.3!                *+                    !!         .  0 .    .         !
 1972.4!                 +*                   !!         .    . 0  .         !
 1973.1!             *     +                  !!  0      .    .    .         !
 1973.2!              + *                     !!         .    .  0 .         !
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 1973.4!                * +                   !!         0    .    .         !
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 1975.4!                     *  +             !!         0    .    .         !
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 1981.4!                       *    +         !!    0    .    .    .         !
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 1982.2!                             +  *     !!         .    .    .0        !
 1982.3!                              + *     !!         .    .   0.         !
 1982.4!                        *      +      !! 0       .    .    .         !
 1983.1!                         +            !!         .   0.    .         !
 1983.2!                         +      *     !!         .    .    .         0
 1983.3!                               +      !!         .   0.    .         !
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 1984.3!                           + *        !!         .    .   0.         !
 1984.4!                            +*        !!         .    . 0  .         !
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 1985.3!                           +          !!         .    0    .         !
 1985.4!                           + *        !!         .    .  0 .         !
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 1987.2!                             * +      !!         .0   .    .         !
 1987.3!                             +  *     !!         .    .    0         !
 1987.4!                            *  +      !!        0.    .    .         !
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 1988.3!                             + *      !!         .    .    0         !
 1988.4!                            * +       !!         .0   .    .         !
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 1989.3!                            +*        !!         .    .  0 .         !
 1989.4!                          * +         !!         0    .    .         !
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 1991.4!                        *      +      !0         .    .    .         !
 1992.1!                         +   *        !!         .    .    .   0     !
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 1995.3!                              +*      !!         .    . 0  .         !
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 1997.3!                                +*    !!         .    .   0.         !
 1997.4!                                  +   !!         .    .0   .         !
 1998.1!                                   +  *!         .    .    .0        !
 1998.2!                                     +!!         .  0 .    .         !
 1998.3!                                    + !!         .    0    .         !
 1998.4!                                   *+ !!         .  0 .    .         !
 1999.1!                                  +   !!         .    0    .         !
 1999.2!                                 +*   !!         .    . 0  .         !
 1999.3!                                 + *  !!         .    .  0 .         !
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 2000.3!                                 + *  !!         .    .    0         !
 2000.4!                                 *+   !!         .  0 .    .         !
 2001.1!                                +*    !!         .    .0   .         !
 2001.2!                                *+    !!         .  0 .    .         !
 2001.3!                                +     !!         .    0    .         !
 2001.4!                               * +    !!         .0   .    .         !
 2002.1!                               +  *   !!         .    .    .0        !
 2002.2!                                  +   !!         .    0    .         !
 2002.3!                                  +*  !!         .    . 0  .         !
 2002.4!                                * +   !!         .0   .    .         !
 2003.1!                                 +    !!         .    .0   .         !
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 2003.3!                                  +   !!         .    .0   .         !
 2003.4!                                * +   !!         .0   .    .         !
 2004.1!                                 +*   !!         .    .   0.         !
 2004.2!                                  +*  !!         .    .0   .         !
 2004.3!                                   +  !!         .    0    .         !
 2004.4!                                 *+   !!         .0   .    .         !
 2005.1!                                 +    !!         .    0    .         !
 2005.2!                                  +   !!         .    . 0  .         !
 2005.3!                                   +  !!         .    .0   .         !
 2005.4!                                *  +  !!         0    .    .         !
 2006.1!                                 +*   !!         .    . 0  .         !
 2006.2!                                  +   !!         .   0.    .         !
 2006.3!                                  +*  !!         .    . 0  .         !
 2006.4!                                 * +  !!         0    .    .         !
 2007.1!                                 + *  !!         .    .  0 .         !
 2007.2!                                   +* !!         .    .0   .         !
 2007.3!                                    + !!         .    0    .         !
 2007.4!                                 *  + !!         0    .    .         !
 2008.1!                                  +   !!         .   0.    .         !
 2008.2!                                  *+  !!         .  0 .    .         !
 2008.3!                                  *+  !!         .   0.    .         !
 2008.4!                                 * +  !!         . 0  .    .         !
 2009.1!                                  +   !!         .  0 .    .         !
 2009.2!                                 * +  !!         . 0  .    .         !
 2009.3!                                 *+   !!         .  0 .    .         !
 2009.4!                                * +   !!        0.    .    .         !
 2010.1!                                 +    !!         .   0.    .         !
 2010.2!                                  + * !!         .    .   0.         !
 2010.3!                                    + !!         .   0.    .         !
 2010.4!                                  * + !!         .0   .    .         !
 2011.1!                                   +* !!         .    . 0  .         !
 2011.2!                                   *+ !!         .  0 .    .         !
 2011.3!                                 *  + !!        0.    .    .         !
 2011.4!                              *   +   !!     0   .    .    .         !
 2012.1!                                +*    !!         .    .  0 .         !
 2012.2!                               *   +  !!       0 .    .    .         !
 2012.3!                                 + *  !!         .    .    0         !
 2012.4!                                *   + !!      0  .    .    .         !


     28.19 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEUK=BEPX$Q/UKPMM;                                                     
 GENR LAABEUK=LOG(AABEUK+.00001);                                             
 GENR LABEUK=LOG(ABEUK+.00001);                                               
 LHS AABEUK=EXP(LAABEUK)-.00001;                                              
  EQ  527 LAABEUK C LABEUK(-1) PBEUK;                                         
EQUATION 606  LAABEUK  
   RHS     C  LABEUK(-1)  PBEUK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  606 PLOT=0;END;                                                     

Equation number =  606
**********************

Dependent variable = LAABEUK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.000268135

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.094296126       0.054231054  -1.73878     1.000000
12227 LABEUK  ( -1)       0.908228323       0.033052466  27.47838    -3.004526
12225 PBEUK   (  0)      -0.174632864       0.097530396  -1.79055     1.014564

SE of equation            =     0.086428849
Sum of squared residuals  =  1.38194000       0.162638791E-10
Average absolute error    =     0.063675583
Sum of ABS residuals      =  11.9710096    
R squared                 =   0.94333
Durbin-Watson statistic   =   2.71198
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!* +                                   !!          .0  .   .          !
 1966.2! +                                    !!          .   0   .          !
 1966.3! *+                                   !!          .   0   .          !
 1966.4*  +                                   !!          0   .   .          !
 1967.1!+  *                                  !!          .   .   0          !
 1967.2!*   +                                 !!        0 .   .   .          !
 1967.3*  +                                   !!          0   .   .          !
 1967.4! +    *                               !!          .   .   .   0      !
 1968.1! *     +                              !!    0     .   .   .          !
 1968.2!  *+                                  !!          .  0.   .          !
 1968.3! *  +                                 !!          0   .   .          !
 1968.4*   +                                  !!        0 .   .   .          !
 1969.1! + *                                  !!          .   .  0.          !
 1969.2!  * +                                 !!          .0  .   .          !
 1969.3!   + *                                !!          .   .  0.          !
 1969.4!  *   +                               !!        0 .   .   .          !
 1970.1!*  +                                  !!         0.   .   .          !
 1970.2! +                                    !!          .   0   .          !
 1970.3!*  +                                  !!          0   .   .          !
 1970.4!  +                                   !!          .   0   .          !
 1971.1*   +                                  !!        0 .   .   .          !
 1971.2! +*                                   !!          .   . 0 .          !
 1971.3!    +   *                             !!          .   .   .0         !
 1971.4!*        +                            !!0         .   .   .          !
 1972.1!  +  *                                !!          .   .   .0         !
 1972.2!       +   *                          !!          .   .   .  0       !
 1972.3!          * +                         !!          .0  .   .          !
 1972.4!           +  *                       !!          .   .   .0         !
 1973.1!      *        +                      !0          .   .   .          !
 1973.2!       +  *                           !!          .   .   . 0        !
 1973.3!           +*                         !!          .   .0  .          !
 1973.4!     *      +                         !!    0     .   .   .          !
 1974.1!      +        *                      !!          .   .   .          0
 1974.2!             *  +                     !!         0.   .   .          !
 1974.3!             + *                      !!          .   .  0.          !
 1974.4!               +                      !!          .   0   .          !
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 1975.4!                      +  *            !!          .   .   .0         !
 1976.1!                    *    +            !!      0   .   .   .          !
 1976.2!                    +                 !!          .   .0  .          !
 1976.3!                    +  *              !!          .   .   0          !
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 1978.2!                         *  +         !!         0.   .   .          !
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 1978.4!                         * +          !!          0   .   .          !
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 1980.1!                             +        *!          .   .   .         0!
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 1980.3!                               *  +   !!         0.   .   .          !
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 1981.3!                               +    * !!          .   .   .    0     !
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 1982.2!                                   + *!!          .   .  0.          !
 1982.3!                                     +!!          .   0   .          !
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 1983.3!                                     *+!          .  0.   .          !
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 1986.1!                               *  +   !!         0.   .   .          !
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 1987.2!                            + *       !!          .   .   0          !
 1987.3!                              *+      !!          .   0   .          !
 1987.4!                               +      !!          .   .0  .          !
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 1988.3!                              + *     !!          .   . 0 .          !
 1988.4!                             *  +     !!          0   .   .          !
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 1989.2!                                +     !!          .  0.   .          !
 1989.3!                               *+     !!          . 0 .   .          !
 1989.4!                            *  +      !!          0   .   .          !
 1990.1!                            + *       !!          .   .  0.          !
 1990.2!                           *  +       !!         0.   .   .          !
 1990.3!                           +   *      !!          .   .   .   0      !
 1990.4!                           *   +      !!       0  .   .   .          !
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 1991.3!                           +*         !!          .   .0  .          !
 1991.4!                          * +         !!          0   .   .          !
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 1992.2!                          + *         !!          .   .  0.          !
 1992.3!                         *  +         !!         0.   .   .          !
 1992.4!                       * +            !!          .0  .   .          !
 1993.1!                       +   *          !!          .   .   . 0        !
 1993.2!                           +  *       !!          .   .   .0         !
 1993.3!                             *+       !!          . 0 .   .          !
 1993.4!                            *+        !!          .  0.   .          !
 1994.1!                            +         !!          .   0   .          !
 1994.2!                            +   *     !!          .   .   . 0        !
 1994.3!                             * +      !!         0.   .   .          !
 1994.4!                            +         !!          .  0.   .          !
 1995.1!                           +  *       !!          .   .  0.          !
 1995.2!                            *+        !!          .  0.   .          !
 1995.3!                            +         !!          .   0   .          !
 1995.4!                            + *       !!          .   . 0 .          !
 1996.1!                              +       !!          .   .0  .          !
 1996.2!                             *+       !!          . 0 .   .          !
 1996.3!                            +     *   !!          .   .   .   0      !
 1996.4!                                 +    !!          .   0   .          !
 1997.1!                                 +    !!          .  0.   .          !
 1997.2!                                 +    !!          .   .0  .          !
 1997.3!                                 +   *!!          .   .   . 0        !
 1997.4!                                  * + !!          0   .   .          !
 1998.1!                                  +   !!          .   0   .          !
 1998.2!                                 *+   !!          .   0   .          !
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 1998.4!                                  *+  !!          . 0 .   .          !
 1999.1!                               *  +   !!          0   .   .          !
 1999.2!                               +*     !!          .   . 0 .          !
 1999.3!                                +  *  !!          .   .   .0         !
 1999.4!                                  *+  !!          . 0 .   .          !
 2000.1!                                  + * !!          .   .   0          !
 2000.2!                                    + !!          .   0   .          !
 2000.3!                                   *+ !!          .  0.   .          !
 2000.4!                                   +  !!          .   0   .          !
 2001.1!                                   + *!!          .   . 0 .          !
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 2001.3!                                    +*!!          .   . 0 .          !
 2001.4!                                   * +!!          . 0 .   .          !
 2002.1!                                   +  *!          .   .   0          !
 2002.2!                                    *+!!          .0  .   .          !
 2002.3!                                    + *!          .   .  0.          !
 2002.4!                                   * +!!          .0  .   .          !
 2003.1!                                   +  !!          .   .0  .          !
 2003.2!                                   +  !!          .   0   .          !
 2003.3!                                  *+  !!          . 0 .   .          !
 2003.4!                                 +    !!          .  0.   .          !
 2004.1!                                +     !!          .  0.   .          !
 2004.2!                                + *   !!          .   .  0.          !
 2004.3!                                 +    !!          .  0.   .          !
 2004.4!                                +  *  !!          .   .   .0         !
 2005.1!                               *  +   !!        0 .   .   .          !
 2005.2!                             *+       !!          .  0.   .          !
 2005.3!                             + *      !!          .   . 0 .          !
 2005.4!                              +*      !!          .   .0  .          !
 2006.1!                               +      !!          .   .0  .          !
 2006.2!                             * +      !!          .0  .   .          !
 2006.3!                            +*        !!          .   .0  .          !
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 2007.1!                           +          !!          .   0   .          !
 2007.2!                          +*          !!          .   .0  .          !
 2007.3!                          + *         !!          .   .  0.          !
 2007.4!                          * +         !!          . 0 .   .          !
 2008.1!                          +           !!          .   .0  .          !
 2008.2!                          +*          !!          .   . 0 .          !
 2008.3!                          *+          !!          . 0 .   .          !
 2008.4!                        * +           !!          .0  .   .          !
 2009.1!                        +*            !!          .   . 0 .          !
 2009.2!                         +  *         !!          .   .   .0         !
 2009.3!                            +*        !!          .   . 0 .          !
 2009.4!                            +         !!          .  0.   .          !
 2010.1!                          *+          !!          .  0.   .          !
 2010.2!                          +*          !!          .   .0  .          !
 2010.3!                          *+          !!          . 0 .   .          !
 2010.4!                         *+           !!          .  0.   .          !
 2011.1!                         + *          !!          .   .   0          !
 2011.2!                           +*         !!          .   . 0 .          !
 2011.3!                        *  +          !!         0.   .   .          !
 2011.4!                       *+             !!          . 0 .   .          !
 2012.1!                       + *            !!          .   .   0          !
 2012.2!                        *+            !!          .  0.   .          !
 2012.3!                        + *           !!          .   . 0 .          !
 2012.4!                         +*           !!          .   .0  .          !


     27.66 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ   528 LAADEUK C LADEUK(-1) PDEUK;SMPL 1966.1 2012.4;OLS;EST  528 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOUK=NOPX$Q/UKPMM;                                                     
 GENR LAANOUK=LOG(AANOUK+.00001);                                             
 GENR LANOUK=LOG(ANOUK+.00001);                                               
 LHS AANOUK=EXP(LAANOUK)-.00001;                                              
  EQ  529 LAANOUK C LANOUK(-1) PNOUK;                                         
EQUATION 607  LAANOUK  
   RHS     C  LANOUK(-1)  PNOUK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  607 PLOT=0;END;                                                     

Equation number =  607
**********************

Dependent variable = LAANOUK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.959909184

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.236299101       0.082642073  -2.85931     1.000000
12230 LANOUK  ( -1)       0.918063891       0.026304399  34.90153    -2.963727
12228 PNOUK   (  0)      -0.003070979       0.043362765  -0.07082     0.885537

SE of equation            =     0.124092777
Sum of squared residuals  =  2.84881819      -0.649702514E-12
Average absolute error    =     0.088861456
Sum of ABS residuals      =  16.7059538    
R squared                 =   0.87028
Durbin-Watson statistic   =   2.35153
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1* +                                    !!          . 0 .   .          !
 1966.2* +                                    !!          . 0 .   .          !
 1966.3! +                                    !!          .   0   .          !
 1966.4!   + *                                !!          .   . 0 .          !
 1967.1!   *  +                               !!          .0  .   .          !
 1967.2!     +*                               !!          .   .0  .          !
 1967.3!    *  +                              !!          0   .   .          !
 1967.4!     + *                              !!          .   . 0 .          !
 1968.1!     *  +                             !!          0   .   .          !
 1968.2!    * +                               !!          . 0 .   .          !
 1968.3!   *  +                               !!          .0  .   .          !
 1968.4!     +  *                             !!          .   .   0          !
 1969.1!       * +                            !!          .0  .   .          !
 1969.2!     *  +                             !!          0   .   .          !
 1969.3!      +                               !!          .  0.   .          !
 1969.4!   *   +                              !!         0.   .   .          !
 1970.1!    + *                               !!          .   . 0 .          !
 1970.2!      *+                              !!          . 0 .   .          !
 1970.3!      *+                              !!          .  0.   .          !
 1970.4!     *  +                             !!          .0  .   .          !
 1971.1!      + *                             !!          .   .  0.          !
 1971.2!    *    +                            !!       0  .   .   .          !
 1971.3!     +  *                             !!          .   .  0.          !
 1971.4!         + *                          !!          .   . 0 .          !
 1972.1!        *  +                          !!          0   .   .          !
 1972.2!         +*                           !!          .   .0  .          !
 1972.3!           +*                         !!          .   .0  .          !
 1972.4!          *  +                        !!          0   .   .          !
 1973.1!       *  +                           !!          0   .   .          !
 1973.2!       * +                            !!          . 0 .   .          !
 1973.3!    *   +                             !!         0.   .   .          !
 1973.4!     + *                              !!          .   . 0 .          !
 1974.1!     *  +                             !!          0   .   .          !
 1974.2!    * +                               !!          .0  .   .          !
 1974.3!  *  +                                !!         0.   .   .          !
 1974.4!   +   *                              !!          .   .   .0         !
 1975.1!  *     +                             !!       0  .   .   .          !
 1975.2!    +          *                      !!          .   .   .         0!
 1975.3!                +           *         !!          .   .   .          0
 1975.4!                     *     +          !!      0   .   .   .          !
 1976.1!                     +   *            !!          .   .   .0         !
 1976.2!                        *+            !!          .  0.   .          !
 1976.3!                       +  *           !!          .   .   0          !
 1976.4!                    *     +           !!       0  .   .   .          !
 1977.1!                    +   *             !!          .   .   .0         !
 1977.2!                        +*            !!          .   . 0 .          !
 1977.3!                 *       +            !!     0    .   .   .          !
 1977.4!                  +  *                !!          .   .   0          !
 1978.1!                     +      *         !!          .   .   .    0     !
 1978.2!                            +        *!!          .   .   .      0   !
 1978.3!                       *           +  !0          .   .   .          !
 1978.4!                       +              !!          .   0   .          !
 1979.1!                       +    *         !!          .   .   .  0       !
 1979.2!                        *   +         !!         0.   .   .          !
 1979.3!                        + *           !!          .   .  0.          !
 1979.4!                          +      *    !!          .   .   .    0     !
 1980.1!                                +*    !!          .   . 0 .          !
 1980.2!                              * +     !!          .0  .   .          !
 1980.3!                             +  *     !!          .   .   0          !
 1980.4!                               +      *!          .   .   .   0      !
 1981.1!                                  *  +!!          .0  .   .          !
 1981.2!                             *   +    !!         0.   .   .          !
 1981.3!                            +  *      !!          .   .  0.          !
 1981.4!                              + *     !!          .   .  0.          !
 1982.1!                            *  +      !!          0   .   .          !
 1982.2!                           *+         !!          .  0.   .          !
 1982.3!                           + *        !!          .   .  0.          !
 1982.4!                             +  *     !!          .   .   0          !
 1983.1!                             * +      !!          . 0 .   .          !
 1983.2!                             +*       !!          .   . 0 .          !
 1983.3!                             + *      !!          .   . 0 .          !
 1983.4!                             *+       !!          .  0.   .          !
 1984.1!                            +  *      !!          .   .   0          !
 1984.2!                              +*      !!          .   .0  .          !
 1984.3!                              +*      !!          .   .0  .          !
 1984.4!                              +       !!          .   .0  .          !
 1985.1!                              +*      !!          .   . 0 .          !
 1985.2!                              +*      !!          .   .0  .          !
 1985.3!                              + *     !!          .   . 0 .          !
 1985.4!                             * +      !!          . 0 .   .          !
 1986.1!                            +*        !!          .   .0  .          !
 1986.2!                      *      +        !!      0   .   .   .          !
 1986.3!                      + *             !!          .   .  0.          !
 1986.4!                        + *           !!          .   .  0.          !
 1987.1!                          +           !!          .   .0  .          !
 1987.2!                          +*          !!          .   .0  .          !
 1987.3!                         *+           !!          . 0 .   .          !
 1987.4!                       *+             !!          . 0 .   .          !
 1988.1!                       +              !!          .   0   .          !
 1988.2!                     *+               !!          . 0 .   .          !
 1988.3!                     + *              !!          .   . 0 .          !
 1988.4!                   *   +              !!          0   .   .          !
 1989.1!                   + *                !!          .   . 0 .          !
 1989.2!                     +  *             !!          .   .   0          !
 1989.3!                        +*            !!          .   . 0 .          !
 1989.4!                        *+            !!          .  0.   .          !
 1990.1!                     * +              !!          .0  .   .          !
 1990.2!                     +   *            !!          .   .   0          !
 1990.3!                        +  *          !!          .   .  0.          !
 1990.4!                           +          !!          .   0   .          !
 1991.1!                          +           !!          .  0.   .          !
 1991.2!                         +    *       !!          .   .   .0         !
 1991.3!                           * +        !!          .0  .   .          !
 1991.4!                   *      +           !!      0   .   .   .          !
 1992.1!                    +      *          !!          .   .   .    0     !
 1992.2!                         * +          !!          . 0 .   .          !
 1992.3!                         +            !!          .   .0  .          !
 1992.4!                         + *          !!          .   .  0.          !
 1993.1!                           +          !!          .   0   .          !
 1993.2!                          +*          !!          .   0   .          !
 1993.3!                         *+           !!          .  0.   .          !
 1993.4!                         +            !!          .   0   .          !
 1994.1!                       *+             !!          .  0.   .          !
 1994.2!                       +              !!          .  0.   .          !
 1994.3!                      *+              !!          .   0   .          !
 1994.4!                      + *             !!          .   . 0 .          !
 1995.1!                      * +             !!          . 0 .   .          !
 1995.2!                      +               !!          .   .0  .          !
 1995.3!                      +               !!          .   0   .          !
 1995.4!                      +*              !!          .   .0  .          !
 1996.1!                     *+               !!          .  0.   .          !
 1996.2!                     +*               !!          .   .0  .          !
 1996.3!                      +               !!          .   0   .          !
 1996.4!                      + *             !!          .   . 0 .          !
 1997.1!                      *+              !!          . 0 .   .          !
 1997.2!                     *+               !!          .   0   .          !
 1997.3!                    *+                !!          .  0.   .          !
 1997.4!                  * +                 !!          .0  .   .          !
 1998.1!                  +                   !!          .   0   .          !
 1998.2!                * +                   !!          . 0 .   .          !
 1998.3!             *   +                    !!          0   .   .          !
 1998.4!           *  +                       !!          0   .   .          !
 1999.1!            + *                       !!          .   .  0.          !
 1999.2!              *+                      !!          .  0.   .          !
 1999.3!             * +                      !!          . 0 .   .          !
 1999.4!              + *                     !!          .   . 0 .          !
 2000.1!                +*                    !!          .   . 0 .          !
 2000.2!                  +                   !!          .   0   .          !
 2000.3!                 *+                   !!          .  0.   .          !
 2000.4!                  +                   !!          .   .0  .          !
 2001.1!                 * +                  !!          . 0 .   .          !
 2001.2!                * +                   !!          . 0 .   .          !
 2001.3!                 +                    !!          .   .0  .          !
 2001.4!                  +*                  !!          .   .0  .          !
 2002.1!                 * +                  !!          . 0 .   .          !
 2002.2!                  +*                  !!          .   . 0 .          !
 2002.3!                  *+                  !!          . 0 .   .          !
 2002.4!                  +*                  !!          .   .0  .          !
 2003.1!                   + *                !!          .   . 0 .          !
 2003.2!                    *+                !!          .  0.   .          !
 2003.3!                  * +                 !!          .0  .   .          !
 2003.4!                  + *                 !!          .   .  0.          !
 2004.1!                  * +                 !!          .0  .   .          !
 2004.2!                  +*                  !!          .   0   .          !
 2004.3!                  *+                  !!          .  0.   .          !
 2004.4!                  +  *                !!          .   .  0.          !
 2005.1!                     +*               !!          .   .0  .          !
 2005.2!                      +               !!          .   0   .          !
 2005.3!                      +               !!          .   0   .          !
 2005.4!                     *+               !!          .  0.   .          !
 2006.1!                     +*               !!          .   .0  .          !
 2006.2!                      +               !!          .   0   .          !
 2006.3!                     +                !!          .  0.   .          !
 2006.4!                     +*               !!          .   .0  .          !
 2007.1!                    *+                !!          . 0 .   .          !
 2007.2!                  * +                 !!          . 0 .   .          !
 2007.3!                  +  *                !!          .   .  0.          !
 2007.4!                     +                !!          .   .0  .          !
 2008.1!                     +*               !!          .   .0  .          !
 2008.2!                     *+               !!          .  0.   .          !
 2008.3!                    *+                !!          .  0.   .          !
 2008.4!                    +  *              !!          .   .   0          !
 2009.1!                       +*             !!          .   .0  .          !
 2009.2!                   *    +             !!        0 .   .   .          !
 2009.3!                   +*                 !!          .   .0  .          !
 2009.4!                    +  *              !!          .   .   0          !
 2010.1!                       + *            !!          .   .  0.          !
 2010.2!                      * +             !!          .0  .   .          !
 2010.3!                      +               !!          .   0   .          !
 2010.4!                     + *              !!          .   . 0 .          !
 2011.1!                      *+              !!          .  0.   .          !
 2011.2!                      +               !!          .   0   .          !
 2011.3!                    *+                !!          .  0.   .          !
 2011.4!                    +*                !!          .   0   .          !
 2012.1!                    *+                !!          .  0.   .          !
 2012.2!                    +*                !!          .   . 0 .          !
 2012.3!                *    +                !!       0  .   .   .          !
 2012.4!                +                     !!          .   0   .          !


     19.68 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@EQ   530 LAASWUK C LASWUK(-1) PSWUK;SMPL 1966.1 2012.4;OLS;EST  530 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGRUK=GRPX$Q/UKPMM;                                                     
 GENR LAAGRUK=LOG(AAGRUK+.00001);                                             
 GENR LAGRUK=LOG(AGRUK+.00001);                                               
 LHS AAGRUK=EXP(LAAGRUK)-.00001;                                              
  EQ  531 LAAGRUK C LAGRUK(-1) PGRUK;                                         
EQUATION 608  LAAGRUK  
   RHS     C  LAGRUK(-1)  PGRUK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  608 PLOT=0;END;                                                     

Equation number =  608
**********************

Dependent variable = LAAGRUK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.029999865

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.409353804       0.316698124  -7.60773     1.000000
12233 LAGRUK  ( -1)       0.480602320       0.064753424   7.42204    -6.031104
12231 PGRUK   (  0)      -0.682223663       0.133672094  -5.10371     1.058426

SE of equation            =     0.233549999
Sum of squared residuals  =  10.0909363      -0.638582520E-10
Average absolute error    =     0.169114685
Sum of ABS residuals      =  31.7935607    
R squared                 =   0.55408
Durbin-Watson statistic   =   2.25956
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     +    *                           !!           .  . 0.           !
 1966.2!        +  *                          !!           .  . 0.           !
 1966.3!        *+                            !!           .  0  .           !
 1966.4!  *     +                             !!           0  .  .           !
 1967.1!    +   *                             !!           .  . 0.           !
 1967.2!      *   +                           !!           .0 .  .           !
 1967.3!         +       *                    !!           .  .  .0          !
 1967.4!          *    +                      !!           0  .  .           !
 1968.1!      *    +                          !!           0  .  .           !
 1968.2! *        +                           !!          0.  .  .           !
 1968.3! *     +                              !!           0  .  .           !
 1968.4*       +                              !!          0.  .  .           !
 1969.1!     *+                               !!           . 0.  .           !
 1969.2!       *+                             !!           . 0.  .           !
 1969.3!       * +                            !!           . 0.  .           !
 1969.4!        *+                            !!           .  0  .           !
 1970.1!          +      *                    !!           .  .  .0          !
 1970.2!            *  +                      !!           . 0.  .           !
 1970.3!             +       *                !!           .  .  .0          !
 1970.4!        *        +                    !!          0.  .  .           !
 1971.1!       *   +                          !!           .0 .  .           !
 1971.2!        *   +                         !!           .0 .  .           !
 1971.3!      *      +                        !!          0.  .  .           !
 1971.4!            +                         !!           .  0  .           !
 1972.1!     *         +                      !!         0 .  .  .           !
 1972.2!    *       +                         !!          0.  .  .           !
 1972.3!    *       +                         !!          0.  .  .           !
 1972.4!   *      +                           !!           0  .  .           !
 1973.1!        +      *                      !!           .  .  0           !
 1973.2!        *  +                          !!           . 0.  .           !
 1973.3!*       +                             !!          0.  .  .           !
 1973.4! +                              *     !!           .  .  .           0
 1974.1!     *          +                     !!         0 .  .  .           !
 1974.2!         +                     *      !!           .  .  .       0   !
 1974.3!                  * +                 !!           . 0.  .           !
 1974.4!            *  +                      !!           . 0.  .           !
 1975.1!             +   *                    !!           .  . 0.           !
 1975.2!                 *+                   !!           .  0  .           !
 1975.3!                  +             *     !!           .  .  .   0       !
 1975.4!                       * +            !!           . 0.  .           !
 1976.1!               *     +                !!           0  .  .           !
 1976.2!                +       *             !!           .  .  .0          !
 1976.3!                     +*               !!           .  .0 .           !
 1976.4!            *     +                   !!           0  .  .           !
 1977.1!             +      *                 !!           .  .  0           !
 1977.2!                  +    *              !!           .  .  0           !
 1977.3!                   +                  !!           .  0  .           !
 1977.4!                *+                    !!           .  0  .           !
 1978.1!                 +       *            !!           .  .  .0          !
 1978.2!              *       +               !!          0.  .  .           !
 1978.3!                 +   *                !!           .  . 0.           !
 1978.4!               *    +                 !!           .0 .  .           !
 1979.1!                +   *                 !!           .  . 0.           !
 1979.2!                   +    *             !!           .  . 0.           !
 1979.3!                   * +                !!           . 0.  .           !
 1979.4!              *    +                  !!           .0 .  .           !
 1980.1!                 +*                   !!           .  .0 .           !
 1980.2!                   + *                !!           .  .0 .           !
 1980.3!                     +*               !!           .  0  .           !
 1980.4!              *      +                !!           0  .  .           !
 1981.1!               * +                    !!           . 0.  .           !
 1981.2!                 +  *                 !!           .  .0 .           !
 1981.3!                   +   *              !!           .  . 0.           !
 1981.4!                 *   +                !!           .0 .  .           !
 1982.1!                   +    *             !!           .  . 0.           !
 1982.2!                   *  +               !!           .0 .  .           !
 1982.3!                     + *              !!           .  .0 .           !
 1982.4!              *        +              !!          0.  .  .           !
 1983.1!                    +    *            !!           .  .  0           !
 1983.2!                     *  +             !!           .0 .  .           !
 1983.3!                      *+              !!           .  0  .           !
 1983.4!                       +              !!           .  0  .           !
 1984.1!                       +   *          !!           .  . 0.           !
 1984.2!                         + *          !!           .  .0 .           !
 1984.3!                        +*            !!           .  .0 .           !
 1984.4!                        +       *     !!           .  .  .0          !
 1985.1!                           +       *  !!           .  .  .0          !
 1985.2!                            + *       !!           .  .0 .           !
 1985.3!                       *  +           !!           . 0.  .           !
 1985.4!                        +*            !!           .  .0 .           !
 1986.1!                        *+            !!           .  0  .           !
 1986.2!                        +     *       !!           .  .  0           !
 1986.3!                           +       *  !!           .  .  .0          !
 1986.4!                             +  *     !!           .  .0 .           !
 1987.1!                            +   *     !!           .  . 0.           !
 1987.2!                            +  *      !!           .  . 0.           !
 1987.3!                            +      *  !!           .  .  0           !
 1987.4!                              +       *!           .  .  .0          !
 1988.1!                         *     +      !!           0  .  .           !
 1988.2!                       +              !!           .  0  .           !
 1988.3!                     *  +             !!           .0 .  .           !
 1988.4!                       +  *           !!           .  . 0.           !
 1989.1!                         +     *      !!           .  .  0           !
 1989.2!                           +          !!           .  0  .           !
 1989.3!                         + *          !!           .  .0 .           !
 1989.4!                         +    *       !!           .  . 0.           !
 1990.1!                           +    *     !!           .  . 0.           !
 1990.2!                            + *       !!           .  .0 .           !
 1990.3!                        *  +          !!           .0 .  .           !
 1990.4!                        + *           !!           .  .0 .           !
 1991.1!                          +   *       !!           .  . 0.           !
 1991.2!                           +  *       !!           .  .0 .           !
 1991.3!                           +    *     !!           .  . 0.           !
 1991.4!                            *+        !!           . 0.  .           !
 1992.1!                           +      *   !!           .  .  .0          !
 1992.2!                             +        !!           .  0  .           !
 1992.3!                           +  *       !!           .  .0 .           !
 1992.4!                           + *        !!           .  .0 .           !
 1993.1!                           +        * !!           .  .  .0          !
 1993.2!                           *  +       !!           . 0.  .           !
 1993.3!                         *+           !!           .  0  .           !
 1993.4!               *         +            !!         0 .  .  .           !
 1994.1!                    +*                !!           .  .0 .           !
 1994.2!                       +  *           !!           .  .0 .           !
 1994.3!                   *      +           !!           0  .  .           !
 1994.4!                  *   +               !!           .0 .  .           !
 1995.1!                     +*               !!           .  0  .           !
 1995.2!                       +*             !!           .  0  .           !
 1995.3!                        +   *         !!           .  . 0.           !
 1995.4!                          +           !!           .  0  .           !
 1996.1!                   *     +            !!           0  .  .           !
 1996.2!                     +*               !!           .  .0 .           !
 1996.3!                      +      *        !!           .  .  0           !
 1996.4!                       *  +           !!           . 0.  .           !
 1997.1!                        +             !!           .  0  .           !
 1997.2!                      * +             !!           . 0.  .           !
 1997.3!                       + *            !!           .  .0 .           !
 1997.4!                      *  +            !!           . 0.  .           !
 1998.1!                      *+              !!           .  0  .           !
 1998.2!                       +*             !!           .  0  .           !
 1998.3!                        +             !!           .  0  .           !
 1998.4!                     *  +             !!           .0 .  .           !
 1999.1!                       +              !!           .  0  .           !
 1999.2!                       +              !!           .  0  .           !
 1999.3!                  *     +             !!           0  .  .           !
 1999.4!                *    +                !!           0  .  .           !
 2000.1!                    +  *              !!           .  .0 .           !
 2000.2!                     *  +             !!           .0 .  .           !
 2000.3!                    *  +              !!           .0 .  .           !
 2000.4!                   *  +               !!           .0 .  .           !
 2001.1!                      +        *      !!           .  .  .0          !
 2001.2!                     *      +         !!          0.  .  .           !
 2001.3!                       +*             !!           .  0  .           !
 2001.4!                    *    +            !!           .0 .  .           !
 2002.1!           *          +               !!        0  .  .  .           !
 2002.2!                 *+                   !!           . 0.  .           !
 2002.3!                    +                 !!           .  0  .           !
 2002.4!                     *+               !!           . 0.  .           !
 2003.1!                      + *             !!           .  .0 .           !
 2003.2!                       +   *          !!           .  . 0.           !
 2003.3!                        +             !!           .  0  .           !
 2003.4!                   *  +               !!           .0 .  .           !
 2004.1!                    +                 !!           .  0  .           !
 2004.2!                    +   *             !!           .  . 0.           !
 2004.3!                      +*              !!           .  0  .           !
 2004.4!                   *  +               !!           . 0.  .           !
 2005.1!                    +  *              !!           .  .0 .           !
 2005.2!                      + *             !!           .  .0 .           !
 2005.3!                       +*             !!           .  .0 .           !
 2005.4!                     * +              !!           . 0.  .           !
 2006.1!                     +                !!           .  0  .           !
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 2007.1!                     +                !!           .  0  .           !
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 2007.3!                   +*                 !!           .  0  .           !
 2007.4!                 * +                  !!           . 0.  .           !
 2008.1!              *   +                   !!           .0 .  .           !
 2008.2!                +*                    !!           .  .0 .           !
 2008.3!                 +                    !!           .  0  .           !
 2008.4!                  *+                  !!           .  0  .           !
 2009.1!              *     +                 !!           0  .  .           !
 2009.2!                 +                    !!           .  0  .           !
 2009.3!                  +*                  !!           .  .0 .           !
 2009.4!             *     +                  !!           0  .  .           !
 2010.1!                +*                    !!           .  0  .           !
 2010.2!                  +    *              !!           .  . 0.           !
 2010.3!                  *  +                !!           .0 .  .           !
 2010.4!                 * +                  !!           . 0.  .           !
 2011.1!                  +   *               !!           .  . 0.           !
 2011.2!                 * +                  !!           . 0.  .           !
 2011.3!             *   +                    !!           .0 .  .           !
 2011.4!           *    +                     !!           .0 .  .           !
 2012.1!             *+                       !!           . 0.  .           !
 2012.2!           *   +                      !!           .0 .  .           !
 2012.3!           *  +                       !!           .0 .  .           !
 2012.4!          *    +                      !!           .0 .  .           !


     25.53 percent of the residuals exceed 1 SE
      2.66 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRUK=IRPX$Q/UKPMM;                                                     
 GENR LAAIRUK=LOG(AAIRUK+.00001);                                             
 GENR LAIRUK=LOG(AIRUK+.00001);                                               
 LHS AAIRUK=EXP(LAAIRUK)-.00001;                                              
  EQ  532 LAAIRUK C LAIRUK(-1) PIRUK;                                         
EQUATION 609  LAAIRUK  
   RHS     C  LAIRUK(-1)  PIRUK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  609 PLOT=0;END;                                                     

Equation number =  609
**********************

Dependent variable = LAAIRUK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.347213382

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.397690165       0.107020894  -3.71600     1.000000
12236 LAIRUK  ( -1)       0.852751763       0.040161047  21.23330    -3.348959
12234 PIRUK   (  0)      -0.076360784       0.034809924  -2.19365     1.226974

SE of equation            =     0.070972086
Sum of squared residuals  = 0.931851835       0.304778425E-11
Average absolute error    =     0.052114008
Sum of ABS residuals      =  9.79743354    
R squared                 =   0.86189
Durbin-Watson statistic   =   2.15766
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!  * +                                 !!          .0  .   .          !
 1966.2*  +                                   !!        0 .   .   .          !
 1966.3!+   *                                 !!          .   .   . 0        !
 1966.4!    +   *                             !!          .   .   . 0        !
 1967.1!      * +                             !!          . 0 .   .          !
 1967.2!       +  *                           !!          .   .   .0         !
 1967.3!          +*                          !!          .   .0  .          !
 1967.4!           +*                         !!          .   .  0.          !
 1968.1!      *     +                         !!    0     .   .   .          !
 1968.2!       +  *                           !!          .   .   0          !
 1968.3!      *   +                           !!        0 .   .   .          !
 1968.4!      *+                              !!          .  0.   .          !
 1969.1!       +*                             !!          .   0   .          !
 1969.2!        +*                            !!          .   . 0 .          !
 1969.3!     *   +                            !!      0   .   .   .          !
 1969.4!      +                               !!          .   0   .          !
 1970.1!      +   *                           !!          .   .   .0         !
 1970.2!        * +                           !!          .0  .   .          !
 1970.3!       * +                            !!          . 0 .   .          !
 1970.4!        + *                           !!          .   .  0.          !
 1971.1!          +    *                      !!          .   .   .    0     !
 1971.2!               + *                    !!          .   .  0.          !
 1971.3!              * +                     !!          .0  .   .          !
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 1972.3!          +*                          !!          .   .0  .          !
 1972.4!         * +                          !!          .0  .   .          !
 1973.1!  *      +                            !!  0       .   .   .          !
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 1974.2!    *   +                             !!        0 .   .   .          !
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 1976.1!      *        +                      !0          .   .   .          !
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 1978.1!              +  *                    !!          .   .   . 0        !
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 1981.3!        *    +                        !!      0   .   .   .          !
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 1982.3!          *    +                      !!       0  .   .   .          !
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 1990.3!                *+                    !!          .  0.   .          !
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 1991.2!                 +*                   !!          .   . 0 .          !
 1991.3!                  +                   !!          .   0   .          !
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 1992.2!                 +*                   !!          .   . 0 .          !
 1992.3!                  +*                  !!          .   . 0 .          !
 1992.4!                   +*                 !!          .   . 0 .          !
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 1993.2!                   +                  !!          .   0   .          !
 1993.3!                   +                  !!          .   0   .          !
 1993.4!                *  +                  !!          0   .   .          !
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 1995.4!                    + *               !!          .   .  0.          !
 1996.1!                    *+                !!          .0  .   .          !
 1996.2!                 *  +                 !!          0   .   .          !
 1996.3!                 +*                   !!          .   .0  .          !
 1996.4!                  +  *                !!          .   .   .0         !
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 1997.3!                    +                 !!          .  0.   .          !
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 1998.3!                    +*                !!          .   .0  .          !
 1998.4!                     +  *             !!          .   .   .0         !
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 1999.3!                       + *            !!          .   .   0          !
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 2000.1!                      * +             !!          .0  .   .          !
 2000.2!                      +*              !!          .   . 0 .          !
 2000.3!                       + *            !!          .   .   .0         !
 2000.4!                         + *          !!          .   .   0          !
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 2001.2!                          +*          !!          .   .0  .          !
 2001.3!                          +     *     !!          .   .   .      0   !
 2001.4!                              +*      !!          .   .  0.          !
 2002.1!                             +       *!!          .   .   .        0 !
 2002.2!                                  +   *!          .   .   . 0        !
 2002.3!                           *       +  !! 0        .   .   .          !
 2002.4!                       *  +           !!          0   .   .          !
 2003.1!                     * +              !!          . 0 .   .          !
 2003.2!                     +                !!          .   .0  .          !
 2003.3!                     +*               !!          .   . 0 .          !
 2003.4!                      +               !!          .   0   .          !
 2004.1!                     +                !!          .  0.   .          !
 2004.2!                    +                 !!          .  0.   .          !
 2004.3!                    +*                !!          .   .  0.          !
 2004.4!                     +                !!          .   .0  .          !
 2005.1!                     +*               !!          .   .0  .          !
 2005.2!                     +                !!          .   0   .          !
 2005.3!                    *+                !!          .  0.   .          !
 2005.4!                    + *               !!          .   . 0 .          !
 2006.1!                  *  +                !!        0 .   .   .          !
 2006.2!                  +                   !!          .   0   .          !
 2006.3!                   +  *               !!          .   .   . 0        !
 2006.4!                    * +               !!          . 0 .   .          !
 2007.1!                    *+                !!          .   0   .          !
 2007.2!                    + *               !!          .   . 0 .          !
 2007.3!                      +               !!          .   0   .          !
 2007.4!                     *+               !!          . 0 .   .          !
 2008.1!                     +                !!          .   0   .          !
 2008.2!                     +  *             !!          .   .   0          !
 2008.3!                      *+              !!          . 0 .   .          !
 2008.4!                    * +               !!          . 0 .   .          !
 2009.1!                     +  *             !!          .   .   .0         !
 2009.2!                       + *            !!          .   .  0.          !
 2009.3!                  *     +             !!    0     .   .   .          !
 2009.4!                   + *                !!          .   .  0.          !
 2010.1!                   * +                !!          . 0 .   .          !
 2010.2!                  * +                 !!          . 0 .   .          !
 2010.3!                  *+                  !!          .  0.   .          !
 2010.4!                   +                  !!          .  0.   .          !
 2011.1!                   +*                 !!          .   .0  .          !
 2011.2!                  * +                 !!         0.   .   .          !
 2011.3!                  +*                  !!          .   .0  .          !
 2011.4!                   *+                 !!          . 0 .   .          !
 2012.1!                   +  *               !!          .   .   .0         !
 2012.2!                    *  +              !!          0   .   .          !
 2012.3!               *     +                !!      0   .   .   .          !
 2012.4!               * +                    !!          .0  .   .          !


     25.53 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ   533 LAAPOUK C LAPOUK(-1) PPOUK;SMPL 1966.1 2012.4;OLS;EST  533 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPUK=SPPX$Q/UKPMM;                                                     
 GENR LAASPUK=LOG(AASPUK+.00001);                                             
 GENR LASPUK=LOG(ASPUK+.00001);                                               
 LHS AASPUK=EXP(LAASPUK)-.00001;                                              
  EQ  534 LAASPUK C LASPUK(-1) PSPUK;                                         
EQUATION 610  LAASPUK  
   RHS     C  LASPUK(-1)  PSPUK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  610 PLOT=0;END;                                                     

Equation number =  610
**********************

Dependent variable = LAASPUK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.960579917

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.235016340       0.075003528  -3.13340     1.000000
12239 LASPUK  ( -1)       0.895586884       0.032019921  27.96968    -3.970664
12237 PSPUK   (  0)      -0.138795937       0.054220303  -2.55985     1.221139

SE of equation            =     0.116892740
Sum of squared residuals  =  2.52782386       0.632249808E-11
Average absolute error    =     0.086808032
Sum of ABS residuals      =  16.3199101    
R squared                 =   0.95995
Durbin-Watson statistic   =   2.61914
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*+                                     !!          . 0 .   .          !
 1966.2+  *                                   !!          .   .   .0         !
 1966.3! *+                                   !!          .   0   .          !
 1966.4! +                                    !!          .   0   .          !
 1967.1! + *                                  !!          .   .   0          !
 1967.2!*  +                                  !!        0 .   .   .          !
 1967.3!+ *                                   !!          .   .  0.          !
 1967.4!  + *                                 !!          .   .  0.          !
 1968.1!    +                                 !!          .  0.   .          !
 1968.2! *  +                                 !!        0 .   .   .          !
 1968.3!  +*                                  !!          .   . 0 .          !
 1968.4!    +*                                !!          .   . 0 .          !
 1969.1!     +*                               !!          .   .0  .          !
 1969.2!     *+                               !!          0   .   .          !
 1969.3!    *+                                !!          . 0 .   .          !
 1969.4!  * +                                 !!          0   .   .          !
 1970.1!   +   *                              !!          .   .   .   0      !
 1970.2!       +                              !!          .   0   .          !
 1970.3!      * +                             !!          .0  .   .          !
 1970.4!       +*                             !!          .   .  0.          !
 1971.1!         +  *                         !!          .   .   .  0       !
 1971.2!             + *                      !!          .   .  0.          !
 1971.3!          *    +                      !!    0     .   .   .          !
 1971.4!        *  +                          !!        0 .   .   .          !
 1972.1!         + *                          !!          .   .   0          !
 1972.2!            +                         !!          .   .0  .          !
 1972.3!             +*                       !!          .   . 0 .          !
 1972.4!           *  +                       !!       0  .   .   .          !
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 1973.2!     *    +                           !!     0    .   .   .          !
 1973.3!      +   *                           !!          .   .   .   0      !
 1973.4!        *  +                          !!        0 .   .   .          !
 1974.1!        +       *                     !!          .   .   .          0
 1974.2!           *    +                     !!    0     .   .   .          !
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 1974.4!            *+                        !!          . 0 .   .          !
 1975.1!             + *                      !!          .   .   0          !
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 1975.3!          *   +                       !!      0   .   .   .          !
 1975.4!           +   *                      !!          .   .   .  0       !
 1976.1!              * +                     !!          .0  .   .          !
 1976.2!               +  *                   !!          .   .   . 0        !
 1976.3!               *   +                  !!       0  .   .   .          !
 1976.4!             *  +                     !!        0 .   .   .          !
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 1977.2!              +*                      !!          .   . 0 .          !
 1977.3!              * +                     !!         0.   .   .          !
 1977.4!               +                      !!          .   .0  .          !
 1978.1!               *+                     !!          0   .   .          !
 1978.2!                +                     !!          .  0.   .          !
 1978.3!                 + *                  !!          .   .   0          !
 1978.4!                *  +                  !!       0  .   .   .          !
 1979.1!                 +                    !!          .   0   .          !
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 1979.3!                  +  *                !!          .   .   .0         !
 1979.4!                   * +                !!          0   .   .          !
 1980.1!                  * +                 !!          0   .   .          !
 1980.2!                   + *                !!          .   .   0          !
 1980.3!                  *  +                !!       0  .   .   .          !
 1980.4!                   +*                 !!          .   .  0.          !
 1981.1!                   * +                !!         0.   .   .          !
 1981.2!                  * +                 !!          .0  .   .          !
 1981.3!                   +   *              !!          .   .   .  0       !
 1981.4!                       +              !!          . 0 .   .          !
 1982.1!                     * +              !!         0.   .   .          !
 1982.2!                     *+               !!          . 0 .   .          !
 1982.3!                      + *             !!          .   .   0          !
 1982.4!                       *+             !!          .0  .   .          !
 1983.1!                       *+             !!          .0  .   .          !
 1983.2!                        +             !!          .   0   .          !
 1983.3!                         +            !!          .   .0  .          !
 1983.4!                         *+           !!          .  0.   .          !
 1984.1!                          +   *       !!          .   .   .  0       !
 1984.2!                              +       !!          .   0   .          !
 1984.3!                           *  +       !!       0  .   .   .          !
 1984.4!                           +*         !!          .   . 0 .          !
 1985.1!                             +        !!          .   0   .          !
 1985.2!                            *+        !!          .0  .   .          !
 1985.3!                           *+         !!          . 0 .   .          !
 1985.4!                          *+          !!          .0  .   .          !
 1986.1!                         *+           !!          .0  .   .          !
 1986.2!                         +  *         !!          .   .   0          !
 1986.3!                          * +         !!         0.   .   .          !
 1986.4!                          + *         !!          .   .   0          !
 1987.1!                            +*        !!          .   .0  .          !
 1987.2!                           * +        !!          .0  .   .          !
 1987.3!                           + *        !!          .   . 0 .          !
 1987.4!                           * +        !!          .0  .   .          !
 1988.1!                            +         !!          .   0   .          !
 1988.2!                           *+         !!          .  0.   .          !
 1988.3!                           +*         !!          .   .0  .          !
 1988.4!                           *+         !!          . 0 .   .          !
 1989.1!                           +*         !!          .   .0  .          !
 1989.2!                           *+         !!          .   0   .          !
 1989.3!                         * +          !!          0   .   .          !
 1989.4!                          +   *       !!          .   .   .  0       !
 1990.1!                          *  +        !!       0  .   .   .          !
 1990.2!                    *     +           !!   0      .   .   .          !
 1990.3!                     +     *          !!          .   .   .       0  !
 1990.4!                           +*         !!          .   .0  .          !
 1991.1!                           *+         !!          .   0   .          !
 1991.2!                           +  *       !!          .   .   .0         !
 1991.3!                         *    +       !!     0    .   .   .          !
 1991.4!                         +*           !!          .   .0  .          !
 1992.1!                          +*          !!          .   . 0 .          !
 1992.2!                           +*         !!          .   . 0 .          !
 1992.3!                         *  +         !!         0.   .   .          !
 1992.4!                         +*           !!          .   .0  .          !
 1993.1!                        * +           !!         0.   .   .          !
 1993.2!                        +      *      !!          .   .   .        0 !
 1993.3!                               +   *  !!          .   .   .  0       !
 1993.4!                              *   +   !!     0    .   .   .          !
 1994.1!                              +*      !!          .   . 0 .          !
 1994.2!                               +*     !!          .   .  0.          !
 1994.3!                                +     !!          .  0.   .          !
 1994.4!                               +      !!          . 0 .   .          !
 1995.1!                               +*     !!          .   .  0.          !
 1995.2!                               *+     !!          . 0 .   .          !
 1995.3!                               +*     !!          .   . 0 .          !
 1995.4!                                +     !!          .   0   .          !
 1996.1!                                + *   !!          .   .   0          !
 1996.2!                                *+    !!          . 0 .   .          !
 1996.3!                                +*    !!          .   . 0 .          !
 1996.4!                                 + *  !!          .   .   .0         !
 1997.1!                                 * +  !!          . 0 .   .          !
 1997.2!                                *+    !!          . 0 .   .          !
 1997.3!                                +     !!          .   0   .          !
 1997.4!                                +     !!          .   0   .          !
 1998.1!                                +*    !!          .   . 0 .          !
 1998.2!                                 +    !!          .   .0  .          !
 1998.3!                                 +    !!          .   0   .          !
 1998.4!                                +     !!          .  0.   .          !
 1999.1!                                +*    !!          .   . 0 .          !
 1999.2!                               *+     !!          .0  .   .          !
 1999.3!                               +*     !!          .   . 0 .          !
 1999.4!                               *+     !!          . 0 .   .          !
 2000.1!                               +  *   !!          .   .   .0         !
 2000.2!                                 *+   !!          . 0 .   .          !
 2000.3!                                 +    !!          .   0   .          !
 2000.4!                               * +    !!          .0  .   .          !
 2001.1!                               +  *   !!          .   .   0          !
 2001.2!                                  +   !!          .   .0  .          !
 2001.3!                                  +   !!          .   .0  .          !
 2001.4!                                  +   !!          .   0   .          !
 2002.1!                                  + * !!          .   .  0.          !
 2002.2!                                    + !!          .   .0  .          !
 2002.3!                                   *+ !!          .   0   .          !
 2002.4!                                   + *!!          .   .  0.          !
 2003.1!                                    + *!          .   .  0.          !
 2003.2!                                     +!!          .   0   .          !
 2003.3!                                    +*!!          .   .0  .          !
 2003.4!                                    + *!          .   .  0.          !
 2004.1!                                     +!!          .  0.   .          !
 2004.2!                                    +*!!          .   .0  .          !
 2004.3!                                    + !!          .   0   .          !
 2004.4!                                    + !!          .   .0  .          !
 2005.1!                                   +  !!          .  0.   .          !
 2005.2!                                  +*  !!          .   .0  .          !
 2005.3!                                  +  *!!          .   .   0          !
 2005.4!                                   *+ !!          . 0 .   .          !
 2006.1!                                   +  !!          .   .0  .          !
 2006.2!                                  *+  !!          .  0.   .          !
 2006.3!                                  +   !!          .   0   .          !
 2006.4!                                 +*   !!          .   .0  .          !
 2007.1!                                 +    !!          .   0   .          !
 2007.2!                                 +*   !!          .   .0  .          !
 2007.3!                                 +*   !!          .   . 0 .          !
 2007.4!                                  +   !!          .   .0  .          !
 2008.1!                                  +   !!          .   0   .          !
 2008.2!                                 +    !!          .  0.   .          !
 2008.3!                                 +    !!          .   .0  .          !
 2008.4!                                *+    !!          .  0.   .          !
 2009.1!                               *+     !!          . 0 .   .          !
 2009.2!                               +*     !!          .   .  0.          !
 2009.3!                                +     !!          .  0.   .          !
 2009.4!                                +     !!          .   .0  .          !
 2010.1!                                +     !!          .   .0  .          !
 2010.2!                                +*    !!          .   .0  .          !
 2010.3!                               * +    !!          . 0 .   .          !
 2010.4!                               +*     !!          .   . 0 .          !
 2011.1!                                + *   !!          .   .   0          !
 2011.2!                                  +   !!          .   .0  .          !
 2011.3!                                  +   !!          .  0.   .          !
 2011.4!                                 +*   !!          .   .0  .          !
 2012.1!                                *+    !!          . 0 .   .          !
 2012.2!                                +     !!          .   0   .          !
 2012.3!                                +*    !!          .   .0  .          !
 2012.4!                                +  *  !!          .   .   .0         !


     26.06 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@EQ   535 LAANZUK C LANZUK(-1) PNZUK;SMPL 1966.1 2012.4;OLS;EST  535 PLOT=0;EN
@@EQ  536 LAASAUK C LASAUK(-1) PSAUK;SMPL 1966.1 2012.4;OLS;EST  536 PLOT=0;EN
@@EQ  537 LAAVEUK C LAVEUK(-1) PVEUK;SMPL 1966.1 2012.4;OLS;EST  537 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCOUK=COPX$Q/UKPMM;                                                     
 GENR LAACOUK=LOG(AACOUK+.00001);                                             
 GENR LACOUK=LOG(ACOUK+.00001);                                               
 LHS AACOUK=EXP(LAACOUK)-.00001;                                              
  EQ  538 LAACOUK C LACOUK(-1) PCOUK;                                         
EQUATION 611  LAACOUK  
   RHS     C  LACOUK(-1)  PCOUK  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  611 PLOT=0;END;                                                     

Equation number =  611
**********************

Dependent variable = LAACOUK 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -7.268033266

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.819602089       0.419357050  -4.33903     1.000000
12242 LACOUK  ( -1)       0.718578566       0.062882235  11.42737    -7.280385
12240 PCOUK   (  0)      -0.173786276       0.083623479  -2.07820     1.248100

SE of equation            =     0.280840458
Sum of squared residuals  =  9.70117765       0.198996375E-10
Average absolute error    =     0.213909245
Sum of ABS residuals      =  26.9525649    
R squared                 =   0.62255
Durbin-Watson statistic   =   2.20982
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!     *     +                          !!      0  .    .    .         !
 1981.4!    *   +                             !!         0    .    .         !
 1982.1*        +                             !!    0    .    .    .         !
 1982.2!    +    *                            !!         .    .    0         !
 1982.3!           +      *                   !!         .    .    .  0      !
 1982.4!     *            +                   !!0        .    .    .         !
 1983.1!         +                            !!         .    .0   .         !
 1983.2!            +      *                  !!         .    .    .  0      !
 1983.3!      *           +                   !!0        .    .    .         !
 1983.4!       *+                             !!         .  0 .    .         !
 1984.1!         +    *                       !!         .    .    .0        !
 1984.2!              +*                      !!         .    .0   .         !
 1984.3!               +  *                   !!         .    .  0 .         !
 1984.4!              *  +                    !!         . 0  .    .         !
 1985.1!              +     *                 !!         .    .    . 0       !
 1985.2!                   + *                !!         .    .  0 .         !
 1985.3!                    +*                !!         .    .0   .         !
 1985.4!             *      +                 !!      0  .    .    .         !
 1986.1!             +      *                 !!         .    .    .  0      !
 1986.2!                  +   *               !!         .    .    0         !
 1986.3!                     +                !!         .    0    .         !
 1986.4!                  * +                 !!         . 0  .    .         !
 1987.1!                   + *                !!         .    . 0  .         !
 1987.2!                   * +                !!         .  0 .    .         !
 1987.3!                    +                 !!         .    0    .         !
 1987.4!                *   +                 !!         0    .    .         !
 1988.1!              *   +                   !!         .0   .    .         !
 1988.2!                *+                    !!         .    0    .         !
 1988.3!           *      +                   !!      0  .    .    .         !
 1988.4!              + *                     !!         .    . 0  .         !
 1989.1!               * +                    !!         .  0 .    .         !
 1989.2!             *   +                    !!         0    .    .         !
 1989.3!                + *                   !!         .    . 0  .         !
 1989.4!                    + *               !!         .    .  0 .         !
 1990.1!                       +  *           !!         .    .  0 .         !
 1990.2!                         + *          !!         .    .0   .         !
 1990.3!                          +           !!         .    0    .         !
 1990.4!                          +     *     !!         .    .    . 0       !
 1991.1!                              +*      !!         .    .0   .         !
 1991.2!                          *  +        !!         . 0  .    .         !
 1991.3!                        * +           !!         .  0 .    .         !
 1991.4!                         +    *       !!         .    .    .0        !
 1992.1!                             +  *     !!         .    .   0.         !
 1992.2!                             * +      !!         .  0 .    .         !
 1992.3!                            +*        !!         .    .0   .         !
 1992.4!                            +         !!         .    0    .         !
 1993.1!                         * +          !!         .  0 .    .         !
 1993.2!                    *    +            !!        0.    .    .         !
 1993.3!                      +   *           !!         .    .   0.         !
 1993.4!                          + *         !!         .    .  0 .         !
 1994.1!                            +     *   !!         .    .    . 0       !
 1994.2!                     *         +      !!   0     .    .    .         !
 1994.3!                     +*               !!         .    .0   .         !
 1994.4!                   *  +               !!         . 0  .    .         !
 1995.1!                    +   *             !!         .    .    0         !
 1995.2!                   *    +             !!        0.    .    .         !
 1995.3!                    +                 !!         .    0    .         !
 1995.4!                     +   *            !!         .    .   0.         !
 1996.1!                        *+            !!         .   0.    .         !
 1996.2!                      * +             !!         . 0  .    .         !
 1996.3!                      +*              !!         .    .0   .         !
 1996.4!                    *  +              !!         .0   .    .         !
 1997.1!                     +  *             !!         .    .  0 .         !
 1997.2!                 *     +              !!       0 .    .    .         !
 1997.3!                  +   *               !!         .    .   0.         !
 1997.4!                   *  +               !!         .0   .    .         !
 1998.1!                   + *                !!         .    . 0  .         !
 1998.2!                     +*               !!         .    .0   .         !
 1998.3!                     * +              !!         .  0 .    .         !
 1998.4!                      + *             !!         .    . 0  .         !
 1999.1!                    *   +             !!         .0   .    .         !
 1999.2!                  *  +                !!         .0   .    .         !
 1999.3!                *  +                  !!         .0   .    .         !
 1999.4!                  +        *          !!         .    .    .    0    !
 2000.1!                    *     +           !!        0.    .    .         !
 2000.2!                     +*               !!         .    .0   .         !
 2000.3!                 *    +               !!        0.    .    .         !
 2000.4!                  +   *               !!         .    .   0.         !
 2001.1!                       +              !!         .    .0   .         !
 2001.2!                       + *            !!         .    . 0  .         !
 2001.3!                       *+             !!         .  0 .    .         !
 2001.4!                       +    *         !!         .    .    .0        !
 2002.1!                    *      +          !!      0  .    .    .         !
 2002.2!            *        +                !!   0     .    .    .         !
 2002.3!              *+                      !!         .  0 .    .         !
 2002.4!                 +                    !!         .    0    .         !
 2003.1!             *     +                  !!        0.    .    .         !
 2003.2!                *+                    !!         .   0.    .         !
 2003.3!                   +                  !!         .    0    .         !
 2003.4!                     +                !!         .    .0   .         !
 2004.1!                     * +              !!         .  0 .    .         !
 2004.2!                      + *             !!         .    . 0  .         !
 2004.3!                       *+             !!         .  0 .    .         !
 2004.4!                  *    +              !!        0.    .    .         !
 2005.1!                    +  *              !!         .    .  0 .         !
 2005.2!                       +*             !!         .    .0   .         !
 2005.3!                    *   +             !!         0    .    .         !
 2005.4!                   * +                !!         .  0 .    .         !
 2006.1!                    +                 !!         .    0    .         !
 2006.2!                     +                !!         .    0    .         !
 2006.3!                      +  *            !!         .    .  0 .         !
 2006.4!                       * +            !!         .   0.    .         !
 2007.1!                       +              !!         .    0    .         !
 2007.2!                  *     +             !!        0.    .    .         !
 2007.3!                    +                 !!         .    0    .         !
 2007.4!                     +*               !!         .    .0   .         !
 2008.1!                      +   *           !!         .    .   0.         !
 2008.2!                         +  *         !!         .    .  0 .         !
 2008.3!                          +           !!         .    0    .         !
 2008.4!                         +            !!         .    0    .         !
 2009.1!                         +            *!         .    .    .         0
 2009.2!                               *  +   !!         .  0 .    .         !
 2009.3!                           * +        !!         .  0 .    .         !
 2009.4!                         +  *         !!         .    .   0.         !
 2010.1!                       *  +           !!         .0   .    .         !
 2010.2!                      +   *           !!         .    .   0.         !
 2010.3!                         +*           !!         .    . 0  .         !
 2010.4!                         +   *        !!         .    .    0         !
 2011.1!                           +      *   !!         .    .    .  0      !
 2011.2!                               +  *   !!         .    .  0 .         !
 2011.3!                               +*     !!         .    . 0  .         !
 2011.4!                              +    *  !!         .    .    .0        !
 2012.1!                                +  *  !!         .    .   0.         !
 2012.2!                              *+      !!         .   0.    .         !
 2012.3!                            +   *     !!         .    .   0.         !
 2012.4!                             +   *    !!         .    .    0         !


     28.57 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJOUK=JOPX$Q/UKPMM;                                                     
 GENR LAAJOUK=LOG(AAJOUK+.00001);                                             
 GENR LAJOUK=LOG(AJOUK+.00001);                                               
 LHS AAJOUK=EXP(LAAJOUK)-.00001;                                              
  EQ  539 LAAJOUK C LAJOUK(-1) PJOUK;                                         
EQUATION 612  LAAJOUK  
   RHS     C  LAJOUK(-1)  PJOUK  
 SMPL 1988.1 2012.4;                                                          
Sample period is now  1988.1 to  2012.4 Internally:   145 to   244
 OLS;EST  612 PLOT=0;END;                                                     

Equation number =  612
**********************

Dependent variable = LAAJOUK 

 1988.1 -   2012.4,    0 missing obs.,  100 obs. used.

Mean of dependent variable      -10.134081520

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.599084224       0.789282295  -4.55995     1.000000
12245 LAJOUK  ( -1)       0.643690864       0.076351989   8.43057   -10.141707
12243 PJOUK   (  0)      -0.006183433       0.169462926  -0.03649     1.111576

SE of equation            =     0.434525564
Sum of squared residuals  =  18.3148092      -0.172128978E-10
Average absolute error    =     0.258980539
Sum of ABS residuals      =  25.8980539    
R squared                 =   0.42354
Durbin-Watson statistic   =   2.30225
SMPL and No. Obs.         = 1988.1   2012.4    100

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.1*     +                                !!          0.  .  .           !
 1988.2!   +                                  !!           .  0  .           !
 1988.3!  *  +                                !!           0  .  .           !
 1988.4!     + *                              !!           .  . 0.           !
 1989.1!      * +                             !!           . 0.  .           !
 1989.2!    *  +                              !!           .0 .  .           !
 1989.3!      +                               !!           .  0  .           !
 1989.4!      * +                             !!           . 0.  .           !
 1990.1!       +                              !!           .  0  .           !
 1990.2!       *+                             !!           . 0.  .           !
 1990.3!     *  +                             !!           .0 .  .           !
 1990.4!   *   +                              !!           .0 .  .           !
 1991.1!      +   *                           !!           .  .  0           !
 1991.2!          +*                          !!           .  .0 .           !
 1991.3!          *+                          !!           .  0  .           !
 1991.4!         *+                           !!           . 0.  .           !
 1992.1!   *     +                            !!         0 .  .  .           !
 1992.2!     +                                !!           .  0  .           !
 1992.3!       +                              !!           .  0  .           !
 1992.4!     *  +                             !!           .0 .  .           !
 1993.1!       +                              !!           .  0  .           !
 1993.2!        + *                           !!           .  . 0.           !
 1993.3!     *    +                           !!          0.  .  .           !
 1993.4!      +                               !!           . 0.  .           !
 1994.1!       + *                            !!           .  .0 .           !
 1994.2!     *   +                            !!           0  .  .           !
 1994.3!     * +                              !!           . 0.  .           !
 1994.4!       +                              !!           .  0  .           !
 1995.1!       *+                             !!           . 0.  .           !
 1995.2!        +*                            !!           .  .0 .           !
 1995.3!       * +                            !!           .0 .  .           !
 1995.4!      * +                             !!           .0 .  .           !
 1996.1!       +*                             !!           .  0  .           !
 1996.2!      * +                             !!           .0 .  .           !
 1996.3!       +                              !!           .  0  .           !
 1996.4!        + *                           !!           .  . 0.           !
 1997.1!     *    +                           !!          0.  .  .           !
 1997.2!       +  *                           !!           .  .  0           !
 1997.3!       *  +                           !!           0  .  .           !
 1997.4!       *+                             !!           . 0.  .           !
 1998.1!        +   *                         !!           .  .  0           !
 1998.2!           + *                        !!           .  . 0.           !
 1998.3!           *+                         !!           . 0.  .           !
 1998.4!          + *                         !!           .  .0 .           !
 1999.1!           +  *                       !!           .  . 0.           !
 1999.2!          *  +                        !!           .0 .  .           !
 1999.3!          +                           !!           .  .0 .           !
 1999.4!        * +                           !!           . 0.  .           !
 2000.1!         +                            !!           .  0  .           !
 2000.2!         + *                          !!           .  .0 .           !
 2000.3!          + *                         !!           .  .0 .           !
 2000.4!           +                          !!           .  0  .           !
 2001.1!           +     *                    !!           .  .  . 0         !
 2001.2!              +   *                   !!           .  .  0           !
 2001.3!              *+                      !!           . 0.  .           !
 2001.4!            +    *                    !!           .  .  .0          !
 2002.1!              +            *          !!           .  .  .      0    !
 2002.2!                     + *              !!           .  . 0.           !
 2002.3!                  +    *              !!           .  .  .0          !
 2002.4!                  +                   *!           .  .  .           0
 2003.1!          *                 +         !!0          .  .  .           !
 2003.2!          +                           !!           .  0  .           !
 2003.3!          +                           !!           .  0  .           !
 2003.4!          +*                          !!           .  .0 .           !
 2004.1!          +*                          !!           .  0  .           !
 2004.2!       *  +                           !!           0  .  .           !
 2004.3!        +*                            !!           .  .0 .           !
 2004.4!        *+                            !!           . 0.  .           !
 2005.1!         + *                          !!           .  .0 .           !
 2005.2!          +*                          !!           .  0  .           !
 2005.3!          + *                         !!           .  .0 .           !
 2005.4!           +                          !!           .  0  .           !
 2006.1!          +     *                     !!           .  .  .0          !
 2006.2!        *     +                       !!          0.  .  .           !
 2006.3!        +*                            !!           .  0  .           !
 2006.4!         +*                           !!           .  .0 .           !
 2007.1!          +    *                      !!           .  .  .0          !
 2007.2!             +                        !!           .  0  .           !
 2007.3!          * +                         !!           . 0.  .           !
 2007.4!          +                           !!           .  0  .           !
 2008.1!         *+                           !!           . 0.  .           !
 2008.2!       * +                            !!           . 0.  .           !
 2008.3!       *+                             !!           . 0.  .           !
 2008.4!      * +                             !!           . 0.  .           !
 2009.1!       +                              !!           .  0  .           !
 2009.2!        +                             !!           .  0  .           !
 2009.3!         +                            !!           .  0  .           !
 2009.4!       * +                            !!           .0 .  .           !
 2010.1!        +                             !!           .  0  .           !
 2010.2!       * +                            !!           .0 .  .           !
 2010.3!        + *                           !!           .  . 0.           !
 2010.4!        * +                           !!           .0 .  .           !
 2011.1!        +  *                          !!           .  . 0.           !
 2011.2!          +*                          !!           .  0  .           !
 2011.3!          +                           !!           .  0  .           !
 2011.4!         *+                           !!           .  0  .           !
 2012.1!         +*                           !!           .  0  .           !
 2012.2!        * +                           !!           .0 .  .           !
 2012.3!        +                             !!           .  0  .           !
 2012.4!        +*                            !!           .  0  .           !


     15.00 percent of the residuals exceed 1 SE
      3.00 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSYUK=SYPX$Q/UKPMM;                                                     
 GENR LAASYUK=LOG(AASYUK+.00001);                                             
 GENR LASYUK=LOG(ASYUK+.00001);                                               
 LHS AASYUK=EXP(LAASYUK)-.00001;                                              
  EQ  540 LAASYUK C LASYUK(-1) PSYUK;                                         
EQUATION 613  LAASYUK  
   RHS     C  LASYUK(-1)  PSYUK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  613 PLOT=0;END;                                                     

Equation number =  613
**********************

Dependent variable = LAASYUK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -8.857381938

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.124651350       0.494328765  -6.32100     1.000000
12248 LASYUK  ( -1)       0.620714782       0.058965103  10.52682    -8.851310
12246 PSYUK   (  0)      -0.086788469       0.037727630  -2.30040     2.749119

SE of equation            =     0.925708208
Sum of squared residuals  =  158.533102       0.224318342E-10
Average absolute error    =     0.729347707
Sum of ABS residuals      =  137.117369    
R squared                 =   0.46590
Durbin-Watson statistic   =   2.40718
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     *         +                      !!       0 .    .    .         !
 1966.2!          +   *                       !!         .    .  0 .         !
 1966.3!               *+                     !!         .   0.    .         !
 1966.4!        *       +                     !!         0    .    .         !
 1967.1!            +                *        !!         .    .    .      0  !
 1967.2!                         +*           !!         .    .0   .         !
 1967.3!                       +   *          !!         .    .  0 .         !
 1967.4!                        + *           !!         .    .0   .         !
 1968.1!                      +               !!         .    0    .         !
 1968.2!                    +  *              !!         .    . 0  .         !
 1968.3!                     +    *           !!         .    .  0 .         !
 1968.4!                       +              !!         .    0    .         !
 1969.1!                     +   *            !!         .    .  0 .         !
 1969.2!                      + *             !!         .    .0   .         !
 1969.3!                     +       *        !!         .    .    0         !
 1969.4!                        +*            !!         .    0    .         !
 1970.1!                      +  *            !!         .    . 0  .         !
 1970.2!                       +              !!         .    0    .         !
 1970.3!                     +     *          !!         .    .   0.         !
 1970.4!                     *  +             !!         .   0.    .         !
 1971.1!                    +                 !!         .    0    .         !
 1971.2!                   + *                !!         .    .0   .         !
 1971.3!                    +      *          !!         .    .    0         !
 1971.4!                       +*             !!         .    .0   .         !
 1972.1!                      +    *          !!         .    .   0.         !
 1972.2!                        + *           !!         .    . 0  .         !
 1972.3!                       +    *         !!         .    .  0 .         !
 1972.4!                      * +             !!         .   0.    .         !
 1973.1!                   * +                !!         .   0.    .         !
 1973.2!         *         +                  !!       0 .    .    .         !
 1973.3!         *  +                         !!         .  0 .    .         !
 1973.4!*           +                         !!      0  .    .    .         !
 1974.1!     +                  *             !!         .    .    .       0 !
 1974.2!                    +   *             !!         .    .  0 .         !
 1974.3!                    + *               !!         .    . 0  .         !
 1974.4!                   +          *       !!         .    .    .  0      !
 1975.1!                        *+            !!         .   0.    .         !
 1975.2!                     +       *        !!         .    .    0         !
 1975.3!                        +       *     !!         .    .    .0        !
 1975.4!                          +*          !!         .    0    .         !
 1976.1!                      +   *           !!         .    . 0  .         !
 1976.2!                     +    *           !!         .    .  0 .         !
 1976.3!                      +     *         !!         .    .    0         !
 1976.4!                       + *            !!         .    . 0  .         !
 1977.1!                     +  *             !!         .    . 0  .         !
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 1977.3!                      + *             !!         .    .0   .         !
 1977.4!        *            +                !!     0   .    .    .         !
 1978.1!           +      *                   !!         .    .    0         !
 1978.2!                 +*                   !!         .    0    .         !
 1978.3!                 +       *            !!         .    .    .0        !
 1978.4!                  *   +               !!         . 0  .    .         !
 1979.1!           *     +                    !!         .0   .    .         !
 1979.2!         *   +                        !!         . 0  .    .         !
 1979.3!   *        +                         !!        0.    .    .         !
 1979.4!     *  +                             !!         .  0 .    .         !
 1980.1!    *    +                            !!         . 0  .    .         !
 1980.2!    *   +                             !!         . 0  .    .         !
 1980.3!    *   +                             !!         .  0 .    .         !
 1980.4!        +*                            !!         .    .0   .         !
 1981.1! *         +                          !!       0 .    .    .         !
 1981.2*     +                                !!         .0   .    .         !
 1981.3!   *+                                 !!         .   0.    .         !
 1981.4!    *  +                              !!         .  0 .    .         !
 1982.1!     *  +                             !!         .  0 .    .         !
 1982.2!    *   +                             !!         .  0 .    .         !
 1982.3!  *     +                             !!         .0   .    .         !
 1982.4!      +      *                        !!         .    .   0.         !
 1983.1! *           +                        !!      0  .    .    .         !
 1983.2!      +           *                   !!         .    .    .  0      !
 1983.3!                + *                   !!         .    .0   .         !
 1983.4!         *      +                     !!         0    .    .         !
 1984.1*           +                          !!      0  .    .    .         !
 1984.2*     +                                !!         .0   .    .         !
 1984.3!    +   *                             !!         .    .  0 .         !
 1984.4*          +                           !!      0  .    .    .         !
 1985.1!    +     *                           !!         .    .   0.         !
 1985.2!    *      +                          !!         0    .    .         !
 1985.3!        +                *            !!         .    .    .     0   !
 1985.4*                     +                !0         .    .    .         !
 1986.1!*     +                               !!         .0   .    .         !
 1986.2!       +    *                         !!         .    .   0.         !
 1986.3!              +           *           !!         .    .    .  0      !
 1986.4!            *          +              !!       0 .    .    .         !
 1987.1!               +*                     !!         .    .0   .         !
 1987.2!    *            +                    !!     0   .    .    .         !
 1987.3!          +   *                       !!         .    .  0 .         !
 1987.4!*               +                     !!   0     .    .    .         !
 1988.1!       *+                             !!         .   0.    .         !
 1988.2!   *         +                        !!       0 .    .    .         !
 1988.3!          +          *                !!         .    .    . 0       !
 1988.4!        *            +                !!     0   .    .    .         !
 1989.1!             +    *                   !!         .    .  0 .         !
 1989.2!                    +                 !!         .    .0   .         !
 1989.3!              *      +                !!         0    .    .         !
 1989.4!                 +    *               !!         .    .  0 .         !
 1990.1!                      +     *         !!         .    .   0.         !
 1990.2!                        * +           !!         .   0.    .         !
 1990.3!                       +    *         !!         .    .   0.         !
 1990.4!          *               +           !!   0     .    .    .         !
 1991.1!               +    *                 !!         .    .   0.         !
 1991.2!                     +       *        !!         .    .    .0        !
 1991.3!        *                 +           !!  0      .    .    .         !
 1991.4!              +               *       !!         .    .    .      0  !
 1992.1!                           +          !!         .    0    .         !
 1992.2!                         +            !!         .    0    .         !
 1992.3!                     *  +             !!         .  0 .    .         !
 1992.4!                     +     *          !!         .    .   0.         !
 1993.1!                      *  +            !!         .  0 .    .         !
 1993.2!                      +   *           !!         .    .  0 .         !
 1993.3!                         +         *  !!         .    .    . 0       !
 1993.4!                            * +       !!         .   0.    .         !
 1994.1!                          +         * !!         .    .    . 0       !
 1994.2!                               +     *!!         .    .    0         !
 1994.3!                               *+     !!         .   0.    .         !
 1994.4!                    *      +          !!         0    .    .         !
 1995.1!                    +        *        !!         .    .    .0        !
 1995.2!                          +           !!         .    0    .         !
 1995.3!                        +       *     !!         .    .    0         !
 1995.4!                            +   *     !!         .    . 0  .         !
 1996.1!                        *   +         !!         . 0  .    .         !
 1996.2!                       + *            !!         .    .0   .         !
 1996.3!                        +    *        !!         .    .   0.         !
 1996.4!               *          +           !!      0  .    .    .         !
 1997.1!                  +        *          !!         .    .    .0        !
 1997.2!               *         +            !!       0 .    .    .         !
 1997.3!                  +   *               !!         .    .  0 .         !
 1997.4!                  *   +               !!         . 0  .    .         !
 1998.1!            *       +                 !!         0    .    .         !
 1998.2!                +*                    !!         .    .0   .         !
 1998.3!                   +                  !!         .    0    .         !
 1998.4!              *     +                 !!         .0   .    .         !
 1999.1!                *+                    !!         .   0.    .         !
 1999.2!                  + *                 !!         .    .0   .         !
 1999.3!                     +      *         !!         .    .    0         !
 1999.4!                        *+            !!         .   0.    .         !
 2000.1!                      *+              !!         .    0    .         !
 2000.2!                      +  *            !!         .    . 0  .         !
 2000.3!                  *     +             !!         .0   .    .         !
 2000.4!                    + *               !!         .    .0   .         !
 2001.1!                     *+               !!         .    0    .         !
 2001.2!                     + *              !!         .    .0   .         !
 2001.3!                       +   *          !!         .    .  0 .         !
 2001.4!                         +*           !!         .    .0   .         !
 2002.1!                        +             !!         .    0    .         !
 2002.2!                       +   *          !!         .    . 0  .         !
 2002.3!                         +*           !!         .    .0   .         !
 2002.4!                        +      *      !!         .    .   0.         !
 2003.1!                           + *        !!         .    .0   .         !
 2003.2!               *          +           !!      0  .    .    .         !
 2003.3!                 +    *               !!         .    .  0 .         !
 2003.4!                 *    +               !!         .0   .    .         !
 2004.1!                   +      *           !!         .    .    0         !
 2004.2!                         +   *        !!         .    .  0 .         !
 2004.3!                          +           *!         .    .    .  0      !
 2004.4!                                + *   !!         .    .0   .         !
 2005.1!                  *           +       !!      0  .    .    .         !
 2005.2!                   +             *    !!         .    .    .   0     !
 2005.3!                           * +        !!         .   0.    .         !
 2005.4!                         +  *         !!         .    . 0  .         !
 2006.1!                          +  *        !!         .    . 0  .         !
 2006.2!                           +          *!         .    .    .  0      !
 2006.3!                                +    *!!         .    .   0.         !
 2006.4!                              * +     !!         .   0.    .         !
 2007.1!                           +          !!         .    0    .         !
 2007.2!                   *     +            !!         .0   .    .         !
 2007.3!                    +    *            !!         .    .  0 .         !
 2007.4!              *         +             !!       0 .    .    .         !
 2008.1!                 +    *               !!         .    .  0 .         !
 2008.2!                      +       *       !!         .    .    0         !
 2008.3!                           +   *      !!         .    . 0  .         !
 2008.4!                        *  +          !!         .  0 .    .         !
 2009.1!                        +    *        !!         .    .  0 .         !
 2009.2!                         *+           !!         .   0.    .         !
 2009.3!             *          +             !!       0 .    .    .         !
 2009.4!                 +      *             !!         .    .    0         !
 2010.1!               *        +             !!        0.    .    .         !
 2010.2!        *         +                   !!        0.    .    .         !
 2010.3!         *    +                       !!         . 0  .    .         !
 2010.4!       *      +                       !!         0    .    .         !
 2011.1!             + *                      !!         .    .0   .         !
 2011.2!           *      +                   !!         .0   .    .         !
 2011.3!           *    +                     !!         . 0  .    .         !
 2011.4!         *     +                      !!         0    .    .         !
 2012.1!            * +                       !!         .   0.    .         !
 2012.2!         *      +                     !!         0    .    .         !
 2012.3!        *     +                       !!         .0   .    .         !
 2012.4!    *         +                       !!       0 .    .    .         !


     28.72 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDUK=IDPX$Q/UKPMM;                                                     
 GENR LAAIDUK=LOG(AAIDUK+.00001);                                             
 GENR LAIDUK=LOG(AIDUK+.00001);                                               
 LHS AAIDUK=EXP(LAAIDUK)-.00001;                                              
  EQ  541 LAAIDUK C LAIDUK(-1) PIDUK;                                         
EQUATION 614  LAAIDUK  
   RHS     C  LAIDUK(-1)  PIDUK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  614 PLOT=0;END;                                                     

Equation number =  614
**********************

Dependent variable = LAAIDUK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.987468108

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.498667152       0.169846611  -2.93599     1.000000
12251 LAIDUK  ( -1)       0.890408066       0.032714837  27.21726    -4.986115
12249 PIDUK   (  0)      -0.038010159       0.030945526  -1.22829     1.292383

SE of equation            =     0.148235091
Sum of squared residuals  =  4.06512379       0.137641010E-10
Average absolute error    =     0.109250961
Sum of ABS residuals      =  20.5391807    
R squared                 =   0.80017
Durbin-Watson statistic   =   2.34266
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                               *+     !!         .   0.    .         !
 1966.2!                             +     *  !!         .    .    . 0       !
 1966.3!                           *    +     !!         0    .    .         !
 1966.4!                         +       *    !!         .    .    .  0      !
 1967.1!                              +  *    !!         .    .  0 .         !
 1967.2!                              + *     !!         .    . 0  .         !
 1967.3!                       *      +       !!       0 .    .    .         !
 1967.4!              *       +               !!     0   .    .    .         !
 1968.1!              +            *          !!         .    .    .        0!
 1968.2!                       * +            !!         .  0 .    .         !
 1968.3!             *        +               !!    0    .    .    .         !
 1968.4!           * +                        !!         .  0 .    .         !
 1969.1!           +     *                    !!         .    .    .0        !
 1969.2!         *      +                     !!      0  .    .    .         !
 1969.3!         + *                          !!         .    . 0  .         !
 1969.4!       *   +                          !!         0    .    .         !
 1970.1!      *+                              !!         .   0.    .         !
 1970.2!       +  *                           !!         .    .  0 .         !
 1970.3!       *  +                           !!         . 0  .    .         !
 1970.4!        +  *                          !!         .    .   0.         !
 1971.1!           +           *              !!         .    .    .       0 !
 1971.2!                      +  *            !!         .    .   0.         !
 1971.3!                        +    *        !!         .    .    .0        !
 1971.4!                            +       * !!         .    .    .    0    !
 1972.1!                         *        +   !!    0    .    .    .         !
 1972.2!                        + *           !!         .    . 0  .         !
 1972.3!                         +  *         !!         .    .   0.         !
 1972.4!               *           +          !! 0       .    .    .         !
 1973.1!       *       +                      !!     0   .    .    .         !
 1973.2!        +     *                       !!         .    .    . 0       !
 1973.3!              +*                      !!         .    . 0  .         !
 1973.4!               + *                    !!         .    . 0  .         !
 1974.1!                 +    *               !!         .    .    .0        !
 1974.2!              *      +                !!      0  .    .    .         !
 1974.3!              +                       !!         .   0.    .         !
 1974.4!              +  *                    !!         .    .   0.         !
 1975.1!                 +*                   !!         .    .0   .         !
 1975.2!                * +                   !!         .  0 .    .         !
 1975.3!                +            *        !!         .    .    .        0!
 1975.4!                         *  +         !!         . 0  .    .         !
 1976.1!                        +      *      !!         .    .    .  0      !
 1976.2!                   *         +        !!  0      .    .    .         !
 1976.3!                   +                  !!         .    .0   .         !
 1976.4!                   +        *         !!         .    .    .    0    !
 1977.1!                           + *        !!         .    . 0  .         !
 1977.2!                         * +          !!         .  0 .    .         !
 1977.3!                        +             !!         .    0    .         !
 1977.4!                    *  +              !!         .0   .    .         !
 1978.1!               *    +                 !!         0    .    .         !
 1978.2!                +  *                  !!         .    .  0 .         !
 1978.3!                   +  *               !!         .    .  0 .         !
 1978.4!                     + *              !!         .    . 0  .         !
 1979.1!                       +  *           !!         .    .   0.         !
 1979.2!                        *+            !!         .  0 .    .         !
 1979.3!          *            +              !0         .    .    .         !
 1979.4!           +     *                    !!         .    .    .0        !
 1980.1!       *         +                    !!  0      .    .    .         !
 1980.2!        +   *                         !!         .    .   0.         !
 1980.3!        *    +                        !!        0.    .    .         !
 1980.4!         +   *                        !!         .    .    0         !
 1981.1!    *         +                       !!  0      .    .    .         !
 1981.2!      +                               !!         .    0    .         !
 1981.3!  *    +                              !!        0.    .    .         !
 1981.4!    +                                 !!         .   0.    .         !
 1982.1!     +    *                           !!         .    .    0         !
 1982.2!         * +                          !!         .  0 .    .         !
 1982.3!       *  +                           !!         . 0  .    .         !
 1982.4! *      +                             !!      0  .    .    .         !
 1983.1!   +   *                              !!         .    .    0         !
 1983.2!      * +                             !!         .  0 .    .         !
 1983.3!       *+                             !!         .   0.    .         !
 1983.4!        +*                            !!         .    .0   .         !
 1984.1!          +     *                     !!         .    .    .0        !
 1984.2!      *         +                     !!  0      .    .    .         !
 1984.3!     * +                              !!         . 0  .    .         !
 1984.4!   *  +                               !!         .0   .    .         !
 1985.1! *   +                                !!         .0   .    .         !
 1985.2*   +                                  !!         .0   .    .         !
 1985.3* +                                    !!         .  0 .    .         !
 1985.4!*+                                    !!         .   0.    .         !
 1986.1! *+                                   !!         .   0.    .         !
 1986.2!   +                                  !!         .    0    .         !
 1986.3!     +                                !!         .    0    .         !
 1986.4!       +                              !!         .    0    .         !
 1987.1!       *+                             !!         .  0 .    .         !
 1987.2!        +  *                          !!         .    .  0 .         !
 1987.3!            +*                        !!         .    .0   .         !
 1987.4!           *  +                       !!         . 0  .    .         !
 1988.1!         *  +                         !!         . 0  .    .         !
 1988.2!       *  +                           !!         . 0  .    .         !
 1988.3!        *+                            !!         .   0.    .         !
 1988.4!   *     +                            !!       0 .    .    .         !
 1989.1!  *  +                                !!         . 0  .    .         !
 1989.2!    +*                                !!         .    .0   .         !
 1989.3!       +                              !!         .    0    .         !
 1989.4!        *+                            !!         .    0    .         !
 1990.1!         *+                           !!         .   0.    .         !
 1990.2!          + *                         !!         .    . 0  .         !
 1990.3!             +*                       !!         .    . 0  .         !
 1990.4!             * +                      !!         .  0 .    .         !
 1991.1!             *+                       !!         .   0.    .         !
 1991.2!            * +                       !!         .  0 .    .         !
 1991.3!             + *                      !!         .    . 0  .         !
 1991.4!                + *                   !!         .    . 0  .         !
 1992.1!                 *+                   !!         .   0.    .         !
 1992.2!                * +                   !!         .  0 .    .         !
 1992.3!                +   *                 !!         .    .    0         !
 1992.4!                *   +                 !!         0    .    .         !
 1993.1!              *  +                    !!         .  0 .    .         !
 1993.2!               +*                     !!         .    .0   .         !
 1993.3!                 +                    !!         .    0    .         !
 1993.4!               *  +                   !!         .  0 .    .         !
 1994.1!                +*                    !!         .    . 0  .         !
 1994.2!                 *+                   !!         .    0    .         !
 1994.3!                  +  *                !!         .    .  0 .         !
 1994.4!                     +                !!         .    0    .         !
 1995.1!                     + *              !!         .    .  0 .         !
 1995.2!                       +*             !!         .    .0   .         !
 1995.3!                        + *           !!         .    . 0  .         !
 1995.4!                         +  *         !!         .    .  0 .         !
 1996.1!                            +         !!         .    .0   .         !
 1996.2!                         *  +         !!         . 0  .    .         !
 1996.3!                         +   *        !!         .    .    0         !
 1996.4!                       *    +         !!        0.    .    .         !
 1997.1!                     * +              !!         . 0  .    .         !
 1997.2!                     +                !!         .    0    .         !
 1997.3!                *    +                !!         0    .    .         !
 1997.4!               * +                    !!         .  0 .    .         !
 1998.1!             *  +                     !!         . 0  .    .         !
 1998.2!              +    *                  !!         .    .    .0        !
 1998.3!                   +                  !!         .   0.    .         !
 1998.4!                   +*                 !!         .    .0   .         !
 1999.1!                 *  +                 !!         . 0  .    .         !
 1999.2!                  +                   !!         .    0    .         !
 1999.3!                  +                   !!         .    0    .         !
 1999.4!                   +*                 !!         .    . 0  .         !
 2000.1!                    +*                !!         .    0    .         !
 2000.2!                    *+                !!         .   0.    .         !
 2000.3!                   *+                 !!         .   0.    .         !
 2000.4!                    +                 !!         .    .0   .         !
 2001.1!                    +                 !!         .    0    .         !
 2001.2!                   *+                 !!         .  0 .    .         !
 2001.3!                   +*                 !!         .    .0   .         !
 2001.4!                    + *               !!         .    . 0  .         !
 2002.1!                      +               !!         .    0    .         !
 2002.2!                      + *             !!         .    . 0  .         !
 2002.3!                        +*            !!         .    . 0  .         !
 2002.4!                        *+            !!         .   0.    .         !
 2003.1!                        + *           !!         .    . 0  .         !
 2003.2!                          +           !!         .    0    .         !
 2003.3!                         *+           !!         .   0.    .         !
 2003.4!                        +             !!         .    0    .         !
 2004.1!                        +*            !!         .    . 0  .         !
 2004.2!                       * +            !!         .  0 .    .         !
 2004.3!                       + *            !!         .    .0   .         !
 2004.4!                        +*            !!         .    .0   .         !
 2005.1!                         +      *     !!         .    .    .  0      !
 2005.2!                               + *    !!         .    . 0  .         !
 2005.3!                             *  +     !!         . 0  .    .         !
 2005.4!                            +         !!         .    0    .         !
 2006.1!                            + *       !!         .    .  0 .         !
 2006.2!                             +*       !!         .    .0   .         !
 2006.3!                             +*       !!         .    .0   .         !
 2006.4!                            *+        !!         .   0.    .         !
 2007.1!                           + *        !!         .    .  0 .         !
 2007.2!                            +  *      !!         .    .  0 .         !
 2007.3!                              +       !!         .    0    .         !
 2007.4!                             +  *     !!         .    .  0 .         !
 2008.1!                             *+       !!         .  0 .    .         !
 2008.2!                            +*        !!         .    .0   .         !
 2008.3!                            +   *     !!         .    .   0.         !
 2008.4!                               +    * !!         .    .    .0        !
 2009.1!                                  +   *!         .    .   0.         !
 2009.2!                                 *  + !!         .0   .    .         !
 2009.3!                               +      *!         .    .    . 0       !
 2009.4!                                  * + !!         .  0 .    .         !
 2010.1!                              * +     !!         . 0  .    .         !
 2010.2!                            *+        !!         .   0.    .         !
 2010.3!                           +    *     !!         .    .    .0        !
 2010.4!                           *   +      !!         .0   .    .         !
 2011.1!                          +      *    !!         .    .    . 0       !
 2011.2!                             * +      !!         .  0 .    .         !
 2011.3!                            +*        !!         .    . 0  .         !
 2011.4!                            +   *     !!         .    .   0.         !
 2012.1!                           *  +       !!         . 0  .    .         !
 2012.2!                          +   *       !!         .    .   0.         !
 2012.3!                             +       *!!         .    .    .    0    !
 2012.4!                            *      +  !!      0  .    .    .         !


     22.87 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAUK=MAPX$Q/UKPMM;                                                     
 GENR LAAMAUK=LOG(AAMAUK+.00001);                                             
 GENR LAMAUK=LOG(AMAUK+.00001);                                               
 LHS AAMAUK=EXP(LAAMAUK)-.00001;                                              
  EQ  542 LAAMAUK C LAMAUK(-1) PMAUK;                                         
EQUATION 615  LAAMAUK  
   RHS     C  LAMAUK(-1)  PMAUK  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST  615 PLOT=0;END;                                                     

Equation number =  615
**********************

Dependent variable = LAAMAUK 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -5.289188826

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.339812229       0.102939611  -3.30108     1.000000
12254 LAMAUK  ( -1)       0.912327525       0.022895622  39.84725    -5.290540
12252 PMAUK   (  0)      -0.095786878       0.025718332  -3.72446     1.280668

SE of equation            =     0.104987613
Sum of squared residuals  =  1.97300941      -0.135003120E-11
Average absolute error    =     0.082615670
Sum of ABS residuals      =  15.0360519    
R squared                 =   0.94608
Durbin-Watson statistic   =   2.09398
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3!       +  *                           !!         .    .    .0        !
 1967.4!         + *                          !!         .    .    0         !
 1968.1!           +*                         !!         .    .0   .         !
 1968.2!           +*                         !!         .    . 0  .         !
 1968.3!            +*                        !!         .    .  0 .         !
 1968.4!             +*                       !!         .    .0   .         !
 1969.1!              +                       !!         .    .0   .         !
 1969.2!           *  +                       !!        0.    .    .         !
 1969.3!           +*                         !!         .    .  0 .         !
 1969.4!            +*                        !!         .    . 0  .         !
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 1983.3!      *  +                            !!        0.    .    .         !
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 2002.2!                     +                !!         .    .0   .         !
 2002.3!                     +                !!         .    0    .         !
 2002.4!                    *+                !!         . 0  .    .         !
 2003.1!                    +*                !!         .    . 0  .         !
 2003.2!                     +                !!         .    .0   .         !
 2003.3!                      +               !!         .    .0   .         !
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 2004.1!                     +*               !!         .    . 0  .         !
 2004.2!                      + *             !!         .    . 0  .         !
 2004.3!                        +             !!         .    .0   .         !
 2004.4!                      * +             !!         .0   .    .         !
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 2005.2!                   *  +               !!        0.    .    .         !
 2005.3!                    +                 !!         .    0    .         !
 2005.4!                    +                 !!         .    0    .         !
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 2006.3!                       +*             !!         .    . 0  .         !
 2006.4!                       *+             !!         . 0  .    .         !
 2007.1!                      *+              !!         .  0 .    .         !
 2007.2!                    * +               !!         0    .    .         !
 2007.3!                    +                 !!         .  0 .    .         !
 2007.4!                    +                 !!         .   0.    .         !
 2008.1!                     +  *             !!         .    .    . 0       !
 2008.2!                    *   +             !!      0  .    .    .         !
 2008.3!                    *+                !!         . 0  .    .         !
 2008.4!                 *  +                 !!      0  .    .    .         !
 2009.1!                * +                   !!         .0   .    .         !
 2009.2!                 +                    !!         .    .0   .         !
 2009.3!               *  +                   !!        0.    .    .         !
 2009.4!                +                     !!         .    0    .         !
 2010.1!                 +*                   !!         .    0    .         !
 2010.2!                * +                   !!         0    .    .         !
 2010.3!               * +                    !!         . 0  .    .         !
 2010.4!                *+                    !!         .  0 .    .         !
 2011.1!                *+                    !!         .  0 .    .         !
 2011.2!                *+                    !!         .  0 .    .         !
 2011.3!                *+                    !!         . 0  .    .         !
 2011.4!               * +                    !!         .0   .    .         !
 2012.1!              * +                     !!         .0   .    .         !
 2012.2!               +                      !!         .   0.    .         !
 2012.3!            *   +                     !!      0  .    .    .         !
 2012.4!             *+                       !!         .  0 .    .         !


     30.22 percent of the residuals exceed 1 SE
      3.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPAUK=PAPX$Q/UKPMM;                                                     
 GENR LAAPAUK=LOG(AAPAUK+.00001);                                             
 GENR LAPAUK=LOG(APAUK+.00001);                                               
 LHS AAPAUK=EXP(LAAPAUK)-.00001;                                              
  EQ  543 LAAPAUK C LAPAUK(-1) PPAUK;                                         
EQUATION 616  LAAPAUK  
   RHS     C  LAPAUK(-1)  PPAUK  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  616 PLOT=0;END;                                                     

Equation number =  616
**********************

Dependent variable = LAAPAUK 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -6.520064263

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.056116597       0.311371938  -6.60341     1.000000
12257 LAPAUK  ( -1)       0.612597034       0.055997368  10.93975    -6.518370
12255 PPAUK   (  0)      -0.351694807       0.061954818  -5.67663     1.338700

SE of equation            =     0.160042881
Sum of squared residuals  =  4.07258207      -0.769198039E-10
Average absolute error    =     0.121165857
Sum of ABS residuals      =  19.6288689    
R squared                 =   0.75622
Durbin-Watson statistic   =   2.31649
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!                         +      *     !!          .   .   .  0       !
 1972.4!                           +  *       !!          .   .  0.          !
 1973.1!                     *   +            !!          0   .   .          !
 1973.2!                 +    *               !!          .   .   .0         !
 1973.3!         *     +                      !!        0 .   .   .          !
 1973.4!      +       *                       !!          .   .   .   0      !
 1974.1!  *  +                                !!          .0  .   .          !
 1974.2!   +      *                           !!          .   .   . 0        !
 1974.3!     *   +                            !!          .0  .   .          !
 1974.4!        +       *                     !!          .   .   .   0      !
 1975.1!                + *                   !!          .   . 0 .          !
 1975.2!                  + *                 !!          .   . 0 .          !
 1975.3!              *    +                  !!          0   .   .          !
 1975.4!             * +                      !!          . 0 .   .          !
 1976.1!               +      *               !!          .   .   .  0       !
 1976.2!                *  +                  !!          .0  .   .          !
 1976.3!         *    +                       !!         0.   .   .          !
 1976.4!         *+                           !!          .  0.   .          !
 1977.1!          +       *                   !!          .   .   .  0       !
 1977.2!              *+                      !!          .   0   .          !
 1977.3!             + *                      !!          .   .0  .          !
 1977.4!         *     +                      !!         0.   .   .          !
 1978.1!           +*                         !!          .   . 0 .          !
 1978.2!              +  *                    !!          .   .  0.          !
 1978.3!              *+                      !!          .  0.   .          !
 1978.4!      *      +                        !!       0  .   .   .          !
 1979.1!         +         *                  !!          .   .   .     0    !
 1979.2!                 + *                  !!          .   . 0 .          !
 1979.3!          *        +                  !!      0   .   .   .          !
 1979.4!    *        +                        !!      0   .   .   .          !
 1980.1!          +*                          !!          .   . 0 .          !
 1980.2!      *       +                       !!       0  .   .   .          !
 1980.3!          * +                         !!          .  0.   .          !
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 1982.3!             +      *                 !!          .   .   . 0        !
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 1984.1*               +                      !0          .   .   .          !
 1984.2!     +  *                             !!          .   .  0.          !
 1984.3!          + *                         !!          .   . 0 .          !
 1984.4!              +            *          !!          .   .   .        0 !
 1985.1!             *          +             !!   0      .   .   .          !
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 1985.3!                +*                    !!          .   .0  .          !
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 1987.4!                     *  +             !!          .0  .   .          !
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 1988.2!                        * +           !!          . 0 .   .          !
 1988.3!                     *  +             !!          . 0 .   .          !
 1988.4!                    *  +              !!          .0  .   .          !
 1989.1!                      +               !!          .   0   .          !
 1989.2!                      *+              !!          .  0.   .          !
 1989.3!                      *+              !!          .  0.   .          !
 1989.4!                     * +              !!          . 0 .   .          !
 1990.1!                       +  *           !!          .   .  0.          !
 1990.2!                          +*          !!          .   . 0 .          !
 1990.3!                            +   *     !!          .   .   0          !
 1990.4!                               +*     !!          .   .0  .          !
 1991.1!                               + *    !!          .   . 0 .          !
 1991.2!                               +   *  !!          .   .  0.          !
 1991.3!                                +*    !!          .   .0  .          !
 1991.4!                               +   *  !!          .   .   0          !
 1992.1!                                 +    !!          .   0   .          !
 1992.2!                               +    * !!          .   .   0          !
 1992.3!                                  +  *!!          .   . 0 .          !
 1992.4!                                  +   *!          .   .   0          !
 1993.1!                                  +   !!          .   0   .          !
 1993.2!                               +*     !!          .   .0  .          !
 1993.3!                              +      *!!          .   .   . 0        !
 1993.4!                                  +*  !!          .   .0  .          !
 1994.1!                                +    *!!          .   .   0          !
 1994.2!                                 +*   !!          .   .0  .          !
 1994.3!                               +    * !!          .   .   .0         !
 1994.4!                               *+     !!          .  0.   .          !
 1995.1!                            +         !!          .   0   .          !
 1995.2!                           + *        !!          .   . 0 .          !
 1995.3!                         * +          !!          .  0.   .          !
 1995.4!                      *   +           !!          .0  .   .          !
 1996.1!                        +    *        !!          .   .   .0         !
 1996.2!                           +    *     !!          .   .   0          !
 1996.3!                            +*        !!          .   .0  .          !
 1996.4!                            + *       !!          .   .0  .          !
 1997.1!                            + *       !!          .   . 0 .          !
 1997.2!                         *  +         !!          .0  .   .          !
 1997.3!                       +              !!          .   .0  .          !
 1997.4!                      +*              !!          .   .0  .          !
 1998.1!                     *+               !!          .   0   .          !
 1998.2!                    *+                !!          .   0   .          !
 1998.3!                    + *               !!          .   .0  .          !
 1998.4!                    *+                !!          .  0.   .          !
 1999.1!                  * +                 !!          . 0 .   .          !
 1999.2!                   + *                !!          .   . 0 .          !
 1999.3!                     + *              !!          .   . 0 .          !
 1999.4!                     *  +             !!          . 0 .   .          !
 2000.1!                      +*              !!          .   0   .          !
 2000.2!                       +              !!          .   0   .          !
 2000.3!                       +              !!          .   0   .          !
 2000.4!                     *  +             !!          . 0 .   .          !
 2001.1!                     * +              !!          .  0.   .          !
 2001.2!                      + *             !!          .   . 0 .          !
 2001.3!                         +  *         !!          .   .  0.          !
 2001.4!                           +          !!          .   0   .          !
 2002.1!                          +*          !!          .   0   .          !
 2002.2!                          + *         !!          .   .0  .          !
 2002.3!                            +   *     !!          .   .   0          !
 2002.4!                               + *    !!          .   . 0 .          !
 2003.1!                               + *    !!          .   . 0 .          !
 2003.2!                               +*     !!          .   .0  .          !
 2003.3!                              +    *  !!          .   .   .0         !
 2003.4!                            *   +     !!          0   .   .          !
 2004.1!                            +      *  !!          .   .   . 0        !
 2004.2!                                +*    !!          .   .0  .          !
 2004.3!                               + *    !!          .   . 0 .          !
 2004.4!                          *     +     !!        0 .   .   .          !
 2005.1!                            +    *    !!          .   .   .0         !
 2005.2!                            *   +     !!          .0  .   .          !
 2005.3!                             + *      !!          .   . 0 .          !
 2005.4!                           *  +       !!          .0  .   .          !
 2006.1!                          * +         !!          . 0 .   .          !
 2006.2!                        *  +          !!          .0  .   .          !
 2006.3!                          *+          !!          .  0.   .          !
 2006.4!                          * +         !!          . 0 .   .          !
 2007.1!                          * +         !!          .  0.   .          !
 2007.2!                         *  +         !!          .0  .   .          !
 2007.3!                        *  +          !!          .0  .   .          !
 2007.4!                          *+          !!          .  0.   .          !
 2008.1!                       *    +         !!         0.   .   .          !
 2008.2!                           +          !!          .   0   .          !
 2008.3!                         *   +        !!          0   .   .          !
 2008.4!                         *+           !!          .  0.   .          !
 2009.1!                          + *         !!          .   .0  .          !
 2009.2!                             + *      !!          .   . 0 .          !
 2009.3!                               + *    !!          .   .0  .          !
 2009.4!                              * +     !!          . 0 .   .          !
 2010.1!                           *  +       !!          .0  .   .          !
 2010.2!                         *  +         !!          . 0 .   .          !
 2010.3!                        * +           !!          . 0 .   .          !
 2010.4!                     *   +            !!          0   .   .          !
 2011.1!                       +  *           !!          .   .  0.          !
 2011.2!                      *   +           !!          0   .   .          !
 2011.3!                      *+              !!          .  0.   .          !
 2011.4!                   *   +              !!          0   .   .          !
 2012.1!                     +*               !!          .   0   .          !
 2012.2!                  *   +               !!          0   .   .          !
 2012.3!                     +*               !!          .   .0  .          !
 2012.4!                    *  +              !!          .0  .   .          !


     29.63 percent of the residuals exceed 1 SE
      4.32 percent of the residuals exceed 2 SE
@EQ   544 LAAPHUK C LAPHUK(-1) PPHUK;SMPL 1966.1 2012.4;OLS;EST  544 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHUK=THPX$Q/UKPMM;                                                     
 GENR LAATHUK=LOG(AATHUK+.00001);                                             
 GENR LATHUK=LOG(ATHUK+.00001);                                               
 LHS AATHUK=EXP(LAATHUK)-.00001;                                              
  EQ  545 LAATHUK C LATHUK(-1) PTHUK;                                         
EQUATION 617  LAATHUK  
   RHS     C  LATHUK(-1)  PTHUK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  617 PLOT=0;END;                                                     

Equation number =  617
**********************

Dependent variable = LAATHUK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.882820344

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.282443172       0.134073208  -2.10663     1.000000
12260 LATHUK  ( -1)       0.900436716       0.029949679  30.06499    -5.890170
12258 PTHUK   (  0)      -0.236712298       0.095016649  -2.49127     1.253215

SE of equation            =     0.281580650
Sum of squared residuals  =  14.6682176       0.179722903E-10
Average absolute error    =     0.152682878
Sum of ABS residuals      =  28.7043810    
R squared                 =   0.90631
Durbin-Watson statistic   =   2.20048
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!             *+                       !!            . 0 .            !
 1966.2!            +*                        !!            . .0.            !
 1966.3!            +                         !!            . 0 .            !
 1966.4!           +    *                     !!            . . .0           !
 1967.1!              +              *        !!            . . .     0      !
 1967.2!                           +*         !!            . .0.            !
 1967.3!                          + *         !!            . .0.            !
 1967.4!                          + *         !!            . .0.            !
 1968.1!          *               +           !!     0      . . .            !
 1968.2!           +                          !!            . 0 .            !
 1968.3!          *+                          !!            .0. .            !
 1968.4!          +                           !!            . 0 .            !
 1969.1!          +                           !!            . 0 .            !
 1969.2!          +                           !!            . 0 .            !
 1969.3!         *+                           !!            . 0 .            !
 1969.4!        * +                           !!            .0. .            !
 1970.1!        *+                            !!            . 0 .            !
 1970.2!       * +                            !!            .0. .            !
 1970.3!      * +                             !!            .0. .            !
 1970.4!   *   +                              !!            0 . .            !
 1971.1!     +                         *      !!            . . .            0
 1971.2!                             *+       !!            .0. .            !
 1971.3!                            + *       !!            . .0.            !
 1971.4!                              +  *    !!            . . 0            !
 1972.1!                           *    +     !!           0. . .            !
 1972.2!                         * +          !!            .0. .            !
 1972.3!                         +            !!            . 0 .            !
 1972.4!                         +            !!            . 0 .            !
 1973.1!   *                    +             !!  0         . . .            !
 1973.2!    +   *                             !!            . . 0            !
 1973.3!        +                             !!            . 0 .            !
 1973.4!    *  +                              !!            0 . .            !
 1974.1!   +*                                 !!            . .0.            !
 1974.2!  * +                                 !!            .0. .            !
 1974.3!  +                                   !!            . 0 .            !
 1974.4*  +                                   !!            0 . .            !
 1975.1!+                                     !!            . 0 .            !
 1975.2!  +                                   !!            . 0 .            !
 1975.3! *  +                                 !!            .0. .            !
 1975.4!   +  *                               !!            . . 0            !
 1976.1!       +*                             !!            . .0.            !
 1976.2!         +  *                         !!            . .0.            !
 1976.3!     *      +                         !!          0 . . .            !
 1976.4!       +    *                         !!            . . .0           !
 1977.1!         *   +                        !!            0 . .            !
 1977.2!          +*                          !!            . .0.            !
 1977.3!        *   +                         !!            0 . .            !
 1977.4!       *  +                           !!            .0. .            !
 1978.1!       * +                            !!            .0. .            !
 1978.2!        +  *                          !!            . . 0            !
 1978.3!             +                        !!            . 0 .            !
 1978.4!          *   +                       !!           0. . .            !
 1979.1!           +                          !!            . 0 .            !
 1979.2!            *+                        !!            .0. .            !
 1979.3!             +                        !!            . 0 .            !
 1979.4!             * +                      !!            .0. .            !
 1980.1!          *   +                       !!            0 . .            !
 1980.2!            + *                       !!            . .0.            !
 1980.3!               +                      !!            . 0 .            !
 1980.4!               *+                     !!            .0. .            !
 1981.1!            *   +                     !!            0 . .            !
 1981.2!             + *                      !!            . .0.            !
 1981.3!            *   +                     !!            0 . .            !
 1981.4!             *+                       !!            . 0 .            !
 1982.1!               + *                    !!            . .0.            !
 1982.2!                  +                   !!            . 0 .            !
 1982.3!                *   +                 !!            0 . .            !
 1982.4!               *  +                   !!            .0. .            !
 1983.1!               * +                    !!            .0. .            !
 1983.2!                +*                    !!            . 0 .            !
 1983.3!              *   +                   !!            0 . .            !
 1983.4!              *+                      !!            .0. .            !
 1984.1!               +  *                   !!            . . 0            !
 1984.2!               *   +                  !!            0 . .            !
 1984.3!               *+                     !!            .0. .            !
 1984.4!                +    *                !!            . . 0            !
 1985.1!                    *+                !!            .0. .            !
 1985.2!                  *  +                !!            0 . .            !
 1985.3!                  *+                  !!            . 0 .            !
 1985.4!                    +                 !!            . 0 .            !
 1986.1!                     +  *             !!            . .0.            !
 1986.2!                        *+            !!            . 0 .            !
 1986.3!                         +            !!            . 0 .            !
 1986.4!                        *+            !!            .0. .            !
 1987.1!                         + *          !!            . .0.            !
 1987.2!                          * +         !!            .0. .            !
 1987.3!                           +          !!            . 0 .            !
 1987.4!                           +          !!            . 0 .            !
 1988.1!                         * +          !!            .0. .            !
 1988.2!                         +            !!            . 0 .            !
 1988.3!                          +*          !!            . .0.            !
 1988.4!                           +*         !!            . 0 .            !
 1989.1!                            +         !!            . .0.            !
 1989.2!                            +         !!            . 0 .            !
 1989.3!                            +         !!            . 0 .            !
 1989.4!                            +         !!            . 0 .            !
 1990.1!                            +         !!            . 0 .            !
 1990.2!                            + *       !!            . .0.            !
 1990.3!                              +   *   !!            . . 0            !
 1990.4!                                  +*  !!            . 0 .            !
 1991.1!                                   +  !!            . 0 .            !
 1991.2!                                 *+   !!            .0. .            !
 1991.3!                                 +*   !!            . .0.            !
 1991.4!                                  +   !!            . 0 .            !
 1992.1!                                 *+   !!            .0. .            !
 1992.2!                                 +    !!            . 0 .            !
 1992.3!                                 +  * !!            . .0.            !
 1992.4!                                    + !!            . 0 .            !
 1993.1!                                 * +  !!            .0. .            !
 1993.2!                                 +    !!            . 0 .            !
 1993.3!                                 + *  !!            . .0.            !
 1993.4!                                   +  !!            . 0 .            !
 1994.1!                                 *+   !!            .0. .            !
 1994.2!                                +  *  !!            . .0.            !
 1994.3!                                  + * !!            . .0.            !
 1994.4!                                  *+  !!            .0. .            !
 1995.1!                                 *+   !!            . 0 .            !
 1995.2!                                 +*   !!            . .0.            !
 1995.3!                                  + * !!            . .0.            !
 1995.4!                                   *+ !!            . 0 .            !
 1996.1!                                  *+  !!            .0. .            !
 1996.2!                                 + *  !!            . .0.            !
 1996.3!                                  +*  !!            . .0.            !
 1996.4!                                  +   !!            . 0 .            !
 1997.1!                               * +    !!            .0. .            !
 1997.2!                               +      !!            . 0 .            !
 1997.3!                               +   *  !!            . . 0            !
 1997.4!                                  +   *!            . . 0            !
 1998.1!                                    *+!!            .0. .            !
 1998.2!                                  *+  !!            .0. .            !
 1998.3!                                 + *  !!            . .0.            !
 1998.4!                                   +* !!            . 0 .            !
 1999.1!                                 * +  !!            .0. .            !
 1999.2!                                +  *  !!            . .0.            !
 1999.3!                                  +*  !!            . 0 .            !
 1999.4!                                  + * !!            . .0.            !
 2000.1!                                  * + !!            .0. .            !
 2000.2!                                 +*   !!            . 0 .            !
 2000.3!                                 +  * !!            . . 0            !
 2000.4!                                    +*!!            . .0.            !
 2001.1!                                   *+ !!            . 0 .            !
 2001.2!                                   +  !!            . 0 .            !
 2001.3!                                   + *!!            . .0.            !
 2001.4!                                    +*!!            . 0 .            !
 2002.1!                                   *+ !!            . 0 .            !
 2002.2!                                   +  !!            . .0.            !
 2002.3!                                   + *!!            . .0.            !
 2002.4!                                    +*!!            . .0.            !
 2003.1!                                    *+!!            .0. .            !
 2003.2!                                   +* !!            . 0 .            !
 2003.3!                                   + *!!            . .0.            !
 2003.4!                                    *+!!            . 0 .            !
 2004.1!                                   *+ !!            . 0 .            !
 2004.2!                                   +* !!            . 0 .            !
 2004.3!                                   +  *!            . .0.            !
 2004.4!                                     +!!            . 0 .            !
 2005.1!                                   * +!!            .0. .            !
 2005.2!                                  *+  !!            . 0 .            !
 2005.3!                                  +*  !!            . 0 .            !
 2005.4!                                  +*  !!            . 0 .            !
 2006.1!                                  +*  !!            . .0.            !
 2006.2!                                  *+  !!            . 0 .            !
 2006.3!                                  +  *!!            . . 0            !
 2006.4!                                    *+!!            . 0 .            !
 2007.1!                                   *+ !!            . 0 .            !
 2007.2!                                   +  !!            . 0 .            !
 2007.3!                                   +  !!            . 0 .            !
 2007.4!                                   +  !!            . 0 .            !
 2008.1!                                   +  !!            . 0 .            !
 2008.2!                                  *+  !!            .0. .            !
 2008.3!                                  + * !!            . .0.            !
 2008.4!                                    + !!            . 0 .            !
 2009.1!                                 * +  !!            .0. .            !
 2009.2!                                 + *  !!            . .0.            !
 2009.3!                                   +* !!            . .0.            !
 2009.4!                                   *+ !!            . 0 .            !
 2010.1!                                  +   !!            . 0 .            !
 2010.2!                                 +*   !!            . .0.            !
 2010.3!                                  +*  !!            . .0.            !
 2010.4!                                  *+  !!            . 0 .            !
 2011.1!                                  +   !!            . 0 .            !
 2011.2!                                  +   !!            . 0 .            !
 2011.3!                                  +*  !!            . .0.            !
 2011.4!                                *  +  !!            0 . .            !
 2012.1!                               +*     !!            . .0.            !
 2012.2!                                + *   !!            . .0.            !
 2012.3!                                 +*   !!            . .0.            !
 2012.4!                                 *+   !!            .0. .            !


     11.17 percent of the residuals exceed 1 SE
      2.13 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHUK=CHPX$Q/UKPMM;                                                     
 GENR LAACHUK=LOG(AACHUK+.00001);                                             
 GENR LACHUK=LOG(ACHUK+.00001);                                               
 LHS AACHUK=EXP(LAACHUK)-.00001;                                              
  EQ  546 LAACHUK C LACHUK(-1) PCHUK;                                         
EQUATION 618  LAACHUK  
   RHS     C  LACHUK(-1)  PCHUK  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  618 PLOT=0;END;                                                     

Equation number =  618
**********************

Dependent variable = LAACHUK 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.366898562

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.208791154       0.298913168   0.69850     1.000000
12263 LACHUK  ( -1)       0.931098396       0.035656903  26.11271    -4.388483
12261 PCHUK   (  0)      -0.433527968       0.332191463  -1.30505     1.129294

SE of equation            =     0.348772751
Sum of squared residuals  =  14.9620191       0.108046905E-11
Average absolute error    =     0.203850345
Sum of ABS residuals      =  25.6851435    
R squared                 =   0.91193
Durbin-Watson statistic   =   2.72478
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!     *   +                            !!           0  .  .           !
 1981.4!    * +                               !!           . 0.  .           !
 1982.1!  *  +                                !!           .0 .  .           !
 1982.2!  *+                                  !!           .  0  .           !
 1982.3!   +                                  !!           .  0  .           !
 1982.4!   *+                                 !!           . 0.  .           !
 1983.1! * +                                  !!           .0 .  .           !
 1983.2!  +               *                   !!           .  .  .         0 !
 1983.3!   *             +                    !!   0       .  .  .           !
 1983.4!   *+                                 !!           .  0  .           !
 1984.1!*  +                                  !!           .0 .  .           !
 1984.2! +*                                   !!           .  .0 .           !
 1984.3!  +                                   !!           . 0.  .           !
 1984.4!  +                                   !!           .  0  .           !
 1985.1*  +                                   !!           .0 .  .           !
 1985.2+  *                                   !!           .  . 0.           !
 1985.3!  +                                   !!           .  0  .           !
 1985.4!  +  *                                !!           .  . 0.           !
 1986.1! *    +                               !!          0.  .  .           !
 1986.2!  +                  *                !!           .  .  .           0
 1986.3!                *    +                !!          0.  .  .           !
 1986.4!                + *                   !!           .  .0 .           !
 1987.1!  *               +                   !!  0        .  .  .           !
 1987.2!    +*                                !!           .  .0 .           !
 1987.3!     *+                               !!           . 0.  .           !
 1987.4!       +                              !!           .  0  .           !
 1988.1!    *   +                             !!          0.  .  .           !
 1988.2!     +                                !!           .  0  .           !
 1988.3!      +                               !!           .  0  .           !
 1988.4!      *+                              !!           .  0  .           !
 1989.1!   *   +                              !!           0  .  .           !
 1989.2!   *+                                 !!           . 0.  .           !
 1989.3!    +                                 !!           .  0  .           !
 1989.4!     +                                !!           .  0  .           !
 1990.1!   *   +                              !!           0  .  .           !
 1990.2!   *+                                 !!           . 0.  .           !
 1990.3!    +                                 !!           .  0  .           !
 1990.4!      +*                              !!           .  .0 .           !
 1991.1!   *     +                            !!          0.  .  .           !
 1991.2!    +*                                !!           .  .0 .           !
 1991.3!      +                               !!           . 0.  .           !
 1991.4!       +*                             !!           .  0  .           !
 1992.1!    *    +                            !!          0.  .  .           !
 1992.2!     +*                               !!           .  .0 .           !
 1992.3!       *+                             !!           .  0  .           !
 1992.4!         +*                           !!           .  .0 .           !
 1993.1!           +                          !!           .  0  .           !
 1993.2!            +*                        !!           .  .0 .           !
 1993.3!             + *                      !!           .  . 0.           !
 1993.4!                +*                    !!           .  .0 .           !
 1994.1!            *    +                    !!          0.  .  .           !
 1994.2!             + *                      !!           .  . 0.           !
 1994.3!                +                     !!           .  .0 .           !
 1994.4!                 +*                   !!           .  .0 .           !
 1995.1!              *    +                  !!           0  .  .           !
 1995.2!               +*                     !!           .  .0 .           !
 1995.3!                *+                    !!           .  0  .           !
 1995.4!                 +*                   !!           .  .0 .           !
 1996.1!              *   +                   !!           0  .  .           !
 1996.2!               +                      !!           .  .0 .           !
 1996.3!                + *                   !!           .  . 0.           !
 1996.4!                   +                  !!           .  0  .           !
 1997.1!               *   +                  !!           0  .  .           !
 1997.2!               + *                    !!           .  .0 .           !
 1997.3!                 +                    !!           .  0  .           !
 1997.4!                  + *                 !!           .  . 0.           !
 1998.1!                 * +                  !!           .0 .  .           !
 1998.2!                 +*                   !!           .  .0 .           !
 1998.3!                  +*                  !!           .  .0 .           !
 1998.4!                   + *                !!           .  .0 .           !
 1999.1!                *    +                !!          0.  .  .           !
 1999.2!                + *                   !!           .  . 0.           !
 1999.3!                  + *                 !!           .  .0 .           !
 1999.4!                    +*                !!           .  .0 .           !
 2000.1!                   * +                !!           .0 .  .           !
 2000.2!                   + *                !!           .  . 0.           !
 2000.3!                     +*               !!           .  .0 .           !
 2000.4!                     +                !!           .  0  .           !
 2001.1!                    *+                !!           . 0.  .           !
 2001.2!                   + *                !!           .  .0 .           !
 2001.3!                    + *               !!           .  .0 .           !
 2001.4!                      +*              !!           .  .0 .           !
 2002.1!                     *+               !!           . 0.  .           !
 2002.2!                     +*               !!           .  .0 .           !
 2002.3!                      + *             !!           .  . 0.           !
 2002.4!                        +*            !!           .  .0 .           !
 2003.1!                       *+             !!           . 0.  .           !
 2003.2!                       + *            !!           .  . 0.           !
 2003.3!                         + *          !!           .  .0 .           !
 2003.4!                           +*         !!           .  .0 .           !
 2004.1!                          * +         !!           .0 .  .           !
 2004.2!                          + *         !!           .  .0 .           !
 2004.3!                            +*        !!           .  .0 .           !
 2004.4!                             +*       !!           .  0  .           !
 2005.1!                             *+       !!           . 0.  .           !
 2005.2!                             +*       !!           .  .0 .           !
 2005.3!                              +*      !!           .  .0 .           !
 2005.4!                               +      !!           .  0  .           !
 2006.1!                              *+      !!           . 0.  .           !
 2006.2!                              +*      !!           .  .0 .           !
 2006.3!                               + *    !!           .  .0 .           !
 2006.4!                                 +    !!           .  0  .           !
 2007.1!                                *+    !!           .  0  .           !
 2007.2!                                +*    !!           .  0  .           !
 2007.3!                                 +*   !!           .  .0 .           !
 2007.4!                                  +*  !!           .  0  .           !
 2008.1!                                 * +  !!           . 0.  .           !
 2008.2!                                 +*   !!           .  .0 .           !
 2008.3!                                  + * !!           .  .0 .           !
 2008.4!                                   +* !!           .  .0 .           !
 2009.1!                                  * + !!           .0 .  .           !
 2009.2!                                 + *  !!           .  .0 .           !
 2009.3!                                   + *!!           .  . 0.           !
 2009.4!                                     +!!           .  0  .           !
 2010.1!                                   *+ !!           . 0.  .           !
 2010.2!                                  + * !!           .  .0 .           !
 2010.3!                                    +*!!           .  .0 .           !
 2010.4!                                     +!!           .  0  .           !
 2011.1!                                   * +!!           .0 .  .           !
 2011.2!                                  + * !!           .  .0 .           !
 2011.3!                                    + *!           .  . 0.           !
 2011.4!                                     +!!           .  0  .           !
 2012.1!                                   * +!!           .0 .  .           !
 2012.2!                                  +  *!!           .  . 0.           !
 2012.3!                                    + *!           .  .0 .           !
 2012.4!                                     +!!           .  0  .           !


     12.70 percent of the residuals exceed 1 SE
      3.17 percent of the residuals exceed 2 SE
@EQ   547 LAAARUK C LAARUK(-1) PARUK;SMPL 1986.3 2012.4;OLS;EST  547 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRUK=BRPX$Q/UKPMM;                                                     
 GENR LAABRUK=LOG(AABRUK+.00001);                                             
 GENR LABRUK=LOG(ABRUK+.00001);                                               
 LHS AABRUK=EXP(LAABRUK)-.00001;                                              
  EQ  548 LAABRUK C LABRUK(-1) PBRUK;                                         
EQUATION 619  LAABRUK  
   RHS     C  LABRUK(-1)  PBRUK  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  619 PLOT=0;END;                                                     

Equation number =  619
**********************

Dependent variable = LAABRUK 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.067813649

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.966594592       0.374056240  -5.25748     1.000000
12266 LABRUK  ( -1)       0.565498191       0.072150944   7.83771    -5.067235
12264 PBRUK   (  0)      -0.242672955       0.110175517  -2.20260     0.971294

SE of equation            =     0.167762835
Sum of squared residuals  =  3.46175736      -0.501829689E-10
Average absolute error    =     0.133186061
Sum of ABS residuals      =  16.7814437    
R squared                 =   0.35940
Durbin-Watson statistic   =   2.04329
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                      +          *    !!         .    .    .  0      !
 1981.4!                          *+          !!         .   0.    .         !
 1982.1!                       +   *          !!         .    .  0 .         !
 1982.2!                       +       *      !!         .    .    .0        !
 1982.3!                          +           *!         .    .    .   0     !
 1982.4!                    *        +        !!       0 .    .    .         !
 1983.1!                   +        *         !!         .    .    . 0       !
 1983.2!                       +      *       !!         .    .    .0        !
 1983.3!                        + *           !!         .    . 0  .         !
 1983.4!                      + *             !!         .    . 0  .         !
 1984.1!                    +   *             !!         .    .  0 .         !
 1984.2!                     +       *        !!         .    .    .0        !
 1984.3!                  *   +               !!         . 0  .    .         !
 1984.4!                +                     !!         .    0    .         !
 1985.1!       *       +                      !!        0.    .    .         !
 1985.2!           +              *           !!         .    .    .     0   !
 1985.3!                      +   *           !!         .    .  0 .         !
 1985.4!                      + *             !!         .    .0   .         !
 1986.1!                     * +              !!         .   0.    .         !
 1986.2!                     +        *       !!         .    .    . 0       !
 1986.3!                          *+          !!         .   0.    .         !
 1986.4!  *                   +               !0         .    .    .         !
 1987.1!           +  *                       !!         .    .  0 .         !
 1987.2!                 +      *             !!         .    .    0         !
 1987.3!                      +*              !!         .    .0   .         !
 1987.4!                     *+               !!         .   0.    .         !
 1988.1!                      +   *           !!         .    .  0 .         !
 1988.2!                        +  *          !!         .    . 0  .         !
 1988.3!                        +   *         !!         .    .  0 .         !
 1988.4!                       * +            !!         .   0.    .         !
 1989.1!                  *   +               !!         . 0  .    .         !
 1989.2!                   +     *            !!         .    .   0.         !
 1989.3!                       +    *         !!         .    .   0.         !
 1989.4!                     *    +           !!         . 0  .    .         !
 1990.1!                     * +              !!         .   0.    .         !
 1990.2!                 *    +               !!         .0   .    .         !
 1990.3!                    +      *          !!         .    .    .0        !
 1990.4!                   *     +            !!         0    .    .         !
 1991.1!                     +     *          !!         .    .   0.         !
 1991.2!                         + *          !!         .    . 0  .         !
 1991.3!                         + *          !!         .    . 0  .         !
 1991.4!                       * +            !!         .  0 .    .         !
 1992.1!                 *   +                !!         . 0  .    .         !
 1992.2!                   +      *           !!         .    .    0         !
 1992.3!                        +     *       !!         .    .    0         !
 1992.4!                           +   *      !!         .    .  0 .         !
 1993.1!                *         +           !!       0 .    .    .         !
 1993.2!                  +  *                !!         .    . 0  .         !
 1993.3!                     +    *           !!         .    .   0.         !
 1993.4!                  *    +              !!         .0   .    .         !
 1994.1!                 *+                   !!         .   0.    .         !
 1994.2!                  +  *                !!         .    . 0  .         !
 1994.3!                     +  *             !!         .    . 0  .         !
 1994.4!              *       +               !!        0.    .    .         !
 1995.1!                *+                    !!         .   0.    .         !
 1995.2!              *   +                   !!         . 0  .    .         !
 1995.3!                 +       *            !!         .    .    .0        !
 1995.4!                    *  +              !!         . 0  .    .         !
 1996.1!                *   +                 !!         . 0  .    .         !
 1996.2!                * +                   !!         .   0.    .         !
 1996.3!              *  +                    !!         .  0 .    .         !
 1996.4!            *    +                    !!         .0   .    .         !
 1997.1!         *     +                      !!         0    .    .         !
 1997.2!    *        +                        !!       0 .    .    .         !
 1997.3!     *   +                            !!         . 0  .    .         !
 1997.4!   *      +                           !!         0    .    .         !
 1998.1!     *     +                          !!         0    .    .         !
 1998.2!         *+                           !!         .   0.    .         !
 1998.3!          *  +                        !!         .  0 .    .         !
 1998.4!             *+                       !!         .   0.    .         !
 1999.1*                +                     !! 0       .    .    .         !
 1999.2!        +          *                  !!         .    .    .  0      !
 1999.3!                 *  +                 !!         .  0 .    .         !
 1999.4!         *        +                   !!       0 .    .    .         !
 2000.1!         *   +                        !!         .0   .    .         !
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 2000.3!         *    +                       !!         .0   .    .         !
 2000.4!    *       +                         !!       0 .    .    .         !
 2001.1!          +*                          !!         .    0    .         !
 2001.2!            * +                       !!         .   0.    .         !
 2001.3!               + *                    !!         .    .0   .         !
 2001.4!                 *+                   !!         .    0    .         !
 2002.1!           *      +                   !!         0    .    .         !
 2002.2!     *       +                        !!        0.    .    .         !
 2002.3!             +                *       !!         .    .    .       0 !
 2002.4!                 *       +            !!        0.    .    .         !
 2003.1!            *      +                  !!         0    .    .         !
 2003.2!              * +                     !!         .   0.    .         !
 2003.3!               *+                     !!         .   0.    .         !
 2003.4!                 + *                  !!         .    .0   .         !
 2004.1!             *       +                !!        0.    .    .         !
 2004.2!        *     +                       !!         .0   .    .         !
 2004.3!             + *                      !!         .    .0   .         !
 2004.4!           *    +                     !!         .0   .    .         !
 2005.1!              +                       !!         .    0    .         !
 2005.2!            *  +                      !!         . 0  .    .         !
 2005.3!             *+                       !!         .   0.    .         !
 2005.4!               +*                     !!         .    .0   .         !
 2006.1!        *        +                    !!       0 .    .    .         !
 2006.2!    *      +                          !!         0    .    .         !
 2006.3!          +        *                  !!         .    .    .0        !
 2006.4!               * +                    !!         .  0 .    .         !
 2007.1!          *     +                     !!         .0   .    .         !
 2007.2!         *   +                        !!         . 0  .    .         !
 2007.3!             +*                       !!         .    .0   .         !
 2007.4!               +  *                   !!         .    . 0  .         !
 2008.1!          *      +                    !!         0    .    .         !
 2008.2!            *+                        !!         .   0.    .         !
 2008.3!            *+                        !!         .   0.    .         !
 2008.4!           +    *                     !!         .    .   0.         !
 2009.1!                +        *            !!         .    .    .0        !
 2009.2!                    *+                !!         .   0.    .         !
 2009.3!                   +           *      !!         .    .    .  0      !
 2009.4!                         + *          !!         .    .0   .         !
 2010.1!                       +*             !!         .    .0   .         !
 2010.2!                    + *               !!         .    . 0  .         !
 2010.3!                   +      *           !!         .    .    0         !
 2010.4!                     +          *     !!         .    .    .  0      !
 2011.1!                    *   +             !!         . 0  .    .         !
 2011.2!                +                     !!         .    0    .         !
 2011.3!              +          *            !!         .    .    .  0      !
 2011.4!                    +       *         !!         .    .    .0        !
 2012.1!        *            +                !!    0    .    .    .         !
 2012.2!          +    *                      !!         .    .   0.         !
 2012.3!              +       *               !!         .    .    .0        !
 2012.4!                   +     *            !!         .    .   0.         !


     31.75 percent of the residuals exceed 1 SE
      3.17 percent of the residuals exceed 2 SE
@EQ   549 LAACEUK C LACEUK(-1) PCEUK;SMPL 1966.1 2012.4;OLS;EST  549 PLOT=0;EN
@EQ   550 LAAMEUK C LAMEUK(-1) PMEUK;SMPL 1966.1 2012.4;OLS;EST  550 PLOT=0;EN
@@EQ  551 LAAPEUK C LAPEUK(-1) PPEUK;SMPL 1992.2 2012.4;OLS;EST  551 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTUUK=TUPX$/UKPMM;                                                      
 GENR LAATUUK=LOG(AATUUK+.00001);                                             
 GENR LATUUK=LOG(ATUUK+.00001);                                               
 LHS AATUUK=EXP(LAATUUK)-.00001;                                              
  EQ  552 LAATUUK C LATUUK(-1) PTUUK;                                         
EQUATION 620  LAATUUK  
   RHS     C  LATUUK(-1)  PTUUK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  620 PLOT=0;END;                                                     

Equation number =  620
**********************

Dependent variable = LAATUUK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.623410342

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.118555859       0.113063894  -1.04857     1.000000
12269 LATUUK  ( -1)       0.937508079       0.025929593  36.15591    -5.634566
12267 PTUUK   (  0)      -0.180358090       0.096546253  -1.86810     1.233120

SE of equation            =     0.222026942
Sum of squared residuals  =  9.11975313      -0.173754344E-10
Average absolute error    =     0.152936739
Sum of ABS residuals      =  28.7521069    
R squared                 =   0.93076
Durbin-Watson statistic   =   2.26840
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!        +      *                      !!           .  .  .    0      !
 1966.2!             *+                       !!           .0 .  .           !
 1966.3!         *  +                         !!           0  .  .           !
 1966.4!        +   *                         !!           .  .  .0          !
 1967.1!       *   +                          !!          0.  .  .           !
 1967.2!       + *                            !!           .  .  0           !
 1967.3!        *+                            !!           . 0.  .           !
 1967.4!        +*                            !!           .  . 0.           !
 1968.1!         +*                           !!           .  .0 .           !
 1968.2!      *   +                           !!          0.  .  .           !
 1968.3!      +*                              !!           .  .0 .           !
 1968.4!  *    +                              !!        0  .  .  .           !
 1969.1!  +*                                  !!           .  .0 .           !
 1969.2!   +   *                              !!           .  .  .0          !
 1969.3!      +                               !!           .  0  .           !
 1969.4! *    +                               !!         0 .  .  .           !
 1970.1! +  *                                 !!           .  .  .0          !
 1970.2!    +*                                !!           .  .0 .           !
 1970.3!     +                                !!           .  0  .           !
 1970.4!  *  +                                !!           0  .  .           !
 1971.1!  +                                   !!           .  0  .           !
 1971.2*  +                                   !!           0  .  .           !
 1971.3!+  *                                  !!           .  .  0           !
 1971.4!    +    *                            !!           .  .  . 0         !
 1972.1!         +  *                         !!           .  .  0           !
 1972.2!       *    +                         !!        0  .  .  .           !
 1972.3!    *  +                              !!          0.  .  .           !
 1972.4!    +*                                !!           .  0  .           !
 1973.1!     + *                              !!           .  .0 .           !
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 1973.3!            *  +                      !!           0  .  .           !
 1973.4!            +                         !!           .  0  .           !
 1974.1!           *+                         !!           . 0.  .           !
 1974.2!       *   +                          !!         0 .  .  .           !
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 1975.1! +                                    !!           . 0.  .           !
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 1975.3!      +   *                           !!           .  .  . 0         !
 1975.4!   *       +                          !!      0    .  .  .           !
 1976.1!    +          *                      !!           .  .  .       0   !
 1976.2!             * +                      !!           . 0.  .           !
 1976.3!             +                        !!           .  0  .           !
 1976.4!          *  +                        !!           0  .  .           !
 1977.1!          *+                          !!           .  0  .           !
 1977.2!     *     +                          !!       0   .  .  .           !
 1977.3!   * +                                !!           0  .  .           !
 1977.4!    +   *                             !!           .  .  . 0         !
 1978.1!        *+                            !!           .0 .  .           !
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 1978.3!       *   +                          !!         0 .  .  .           !
 1978.4!     *  +                             !!          0.  .  .           !
 1979.1!    * +                               !!           .0 .  .           !
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 1979.3*        +                             !!    0      .  .  .           !
 1979.4! + *                                  !!           .  .  0           !
 1980.1!   * +                                !!           .0 .  .           !
 1980.2! *   +                                !!          0.  .  .           !
 1980.3!*  +                                  !!           0  .  .           !
 1980.4! +   *                                !!           .  .  .0          !
 1981.1!     *+                               !!           . 0.  .           !
 1981.2!     *+                               !!           . 0.  .           !
 1981.3!      +*                              !!           .  .0 .           !
 1981.4!    *   +                             !!          0.  .  .           !
 1982.1!     +                                !!           .  0  .           !
 1982.2!      +*                              !!           .  . 0.           !
 1982.3!        + *                           !!           .  . 0.           !
 1982.4!          +*                          !!           .  .0 .           !
 1983.1!           +*                         !!           .  .0 .           !
 1983.2!            + *                       !!           .  . 0.           !
 1983.3!          *   +                       !!          0.  .  .           !
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 1984.3!          +   *                       !!           .  .  .0          !
 1984.4!          *   +                       !!          0.  .  .           !
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 1985.3!            +             *           !!           .  .  .           0
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 1986.1!             *         +              !!  0        .  .  .           !
 1986.2!             + *                      !!           .  . 0.           !
 1986.3!              *+                      !!           . 0.  .           !
 1986.4!          *    +                      !!         0 .  .  .           !
 1987.1!           +    *                     !!           .  .  . 0         !
 1987.2!                +*                    !!           .  .0 .           !
 1987.3!                  +  *                !!           .  .  0           !
 1987.4!                   * +                !!           0  .  .           !
 1988.1!                  *+                  !!           .0 .  .           !
 1988.2!                 *+                   !!           . 0.  .           !
 1988.3!            *    +                    !!        0  .  .  .           !
 1988.4!             +     *                  !!           .  .  .   0       !
 1989.1!                   + *                !!           .  . 0.           !
 1989.2!                 *   +                !!         0 .  .  .           !
 1989.3!           *     +                    !!       0   .  .  .           !
 1989.4!            +   *                     !!           .  .  . 0         !
 1990.1!                 +*                   !!           .  .0 .           !
 1990.2!                  +*                  !!           .  .0 .           !
 1990.3!                 *  +                 !!           0  .  .           !
 1990.4!                  + *                 !!           .  . 0.           !
 1991.1!                  *  +                !!           0  .  .           !
 1991.2!                  *+                  !!           .  0  .           !
 1991.3!                *  +                  !!           0  .  .           !
 1991.4!                + *                   !!           .  . 0.           !
 1992.1!                  *+                  !!           . 0.  .           !
 1992.2!                   +*                 !!           .  .0 .           !
 1992.3!                    +                 !!           .  0  .           !
 1992.4!                 *  +                 !!           0  .  .           !
 1993.1!                  +*                  !!           .  .0 .           !
 1993.2!                   +*                 !!           .  .0 .           !
 1993.3!                   *+                 !!           . 0.  .           !
 1993.4!                 * +                  !!           .0 .  .           !
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 1994.2!                 +*                   !!           .  .0 .           !
 1994.3!                  + *                 !!           .  . 0.           !
 1994.4!                    +                 !!           . 0.  .           !
 1995.1!                   *+                 !!           . 0.  .           !
 1995.2!                    +*                !!           .  . 0.           !
 1995.3!                     *+               !!           . 0.  .           !
 1995.4!                     +                !!           .  0  .           !
 1996.1!                     +                !!           .  0  .           !
 1996.2!                    *+                !!           . 0.  .           !
 1996.3!                    +*                !!           .  .0 .           !
 1996.4!                     +                !!           .  0  .           !
 1997.1!                     +*               !!           .  .0 .           !
 1997.2!                      +               !!           .  0  .           !
 1997.3!                     *+               !!           . 0.  .           !
 1997.4!                     +*               !!           .  .0 .           !
 1998.1!                      + *             !!           .  .  0           !
 1998.2!                        +*            !!           .  .0 .           !
 1998.3!                        *+            !!           . 0.  .           !
 1998.4!                        +*            !!           .  .0 .           !
 1999.1!                       * +            !!           .0 .  .           !
 1999.2!                       +              !!           .  .0 .           !
 1999.3!                       +              !!           . 0.  .           !
 1999.4!                       +              !!           .  0  .           !
 2000.1!                       +              !!           .  .0 .           !
 2000.2!                       + *            !!           .  . 0.           !
 2000.3!                       *+             !!           . 0.  .           !
 2000.4!                      *+              !!           . 0.  .           !
 2001.1!                      +*              !!           .  . 0.           !
 2001.2!                       +*             !!           .  .0 .           !
 2001.3!                        +             !!           .  0  .           !
 2001.4!                        +             !!           .  .0 .           !
 2002.1!                        + *           !!           .  .  0           !
 2002.2!                          + *         !!           .  . 0.           !
 2002.3!                           + *        !!           .  . 0.           !
 2002.4!                             +*       !!           .  . 0.           !
 2003.1!                              +       !!           .  0  .           !
 2003.2!                              +       !!           .  .0 .           !
 2003.3!                              +*      !!           .  .0 .           !
 2003.4!                              +*      !!           .  .0 .           !
 2004.1!                               +   *  !!           .  .  .0          !
 2004.2!                                  +   !!           .  0  .           !
 2004.3!                                  +   !!           .  .0 .           !
 2004.4!                                  + * !!           .  . 0.           !
 2005.1!                                    + !!           .  0  .           !
 2005.2!                                   +  !!           .  0  .           !
 2005.3!                                  *+  !!           .  0  .           !
 2005.4!                                  +*  !!           .  .0 .           !
 2006.1!                                   +* !!           .  .0 .           !
 2006.2!                                   +* !!           .  .0 .           !
 2006.3!                                   *+ !!           . 0.  .           !
 2006.4!                                   +* !!           .  . 0.           !
 2007.1!                                    +*!!           .  .0 .           !
 2007.2!                                    + *!           .  . 0.           !
 2007.3!                                     +*!           .  0  .           !
 2007.4!                                     +*!           .  .0 .           !
 2008.1!                                      +!           .  0  .           !
 2008.2!                                     +*!           .  0  .           !
 2008.3!                                    *+!!           . 0.  .           !
 2008.4!                                 *  + !!           0  .  .           !
 2009.1!                                 +    !!           .  0  .           !
 2009.2!                                 + *  !!           .  . 0.           !
 2009.3!                                   +* !!           .  .0 .           !
 2009.4!                                   +* !!           .  .0 .           !
 2010.1!                                    +*!!           .  .0 .           !
 2010.2!                                    + !!           .  0  .           !
 2010.3!                                   +  !!           .  0  .           !
 2010.4!                                   +* !!           .  .0 .           !
 2011.1!                                    +*!!           .  .0 .           !
 2011.2!                                    *+!!           .  0  .           !
 2011.3!                                   *+ !!           . 0.  .           !
 2011.4!                                   +* !!           .  .0 .           !
 2012.1!                                   +  *!           .  .  0           !
 2012.2!                                    *+!!           . 0.  .           !
 2012.3!                                   *+ !!           . 0.  .           !
 2012.4!                                   + *!!           .  . 0.           !


     22.87 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDUK=PDPX$/UKPMM;                                                      
 GENR LAAPDUK=LOG(AAPDUK+.00001);                                             
 GENR LAPDUK=LOG(APDUK+.00001);                                               
 LHS AAPDUK=EXP(LAAPDUK)-.00001;                                              
  EQ  553 LAAPDUK C LAPDUK(-1) PPDUK;                                         
EQUATION 621  LAAPDUK  
   RHS     C  LAPDUK(-1)  PPDUK  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  621 PLOT=0;END;                                                     

Equation number =  621
**********************

Dependent variable = LAAPDUK 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.170540523

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.054511504       0.137408649   0.39671     1.000000
12272 LAPDUK  ( -1)       0.955782249       0.028321328  33.74779    -5.184142
12270 PPDUK   (  0)      -0.239212217       0.152955013  -1.56394     1.129294

SE of equation            =     0.162284109
Sum of squared residuals  =  3.23934423      -0.100288666E-10
Average absolute error    =     0.111753567
Sum of ABS residuals      =  14.0809495    
R squared                 =   0.94395
Durbin-Watson statistic   =   2.70061
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!     * +                              !!           .0 .  .           !
 1981.4!      +                               !!           .  0  .           !
 1982.1!      +                               !!           .  .0 .           !
 1982.2!      +  *                            !!           .  .  0           !
 1982.3!    *    +                            !!         0 .  .  .           !
 1982.4!    +   *                             !!           .  .  .0          !
 1983.1!       +  *                           !!           .  .  0           !
 1983.2!          +    *                      !!           .  .  . 0         !
 1983.3!            * +                       !!           0  .  .           !
 1983.4!           +*                         !!           .  .0 .           !
 1984.1!        *  +                          !!           0  .  .           !
 1984.2!        +  *                          !!           .  .  0           !
 1984.3!  *       +                           !!      0    .  .  .           !
 1984.4! +     *                              !!           .  .  .  0        !
 1985.1!      +                               !!           .  0  .           !
 1985.2!     + *                              !!           .  . 0.           !
 1985.3!       +*                             !!           .  .0 .           !
 1985.4!       +*                             !!           .  0  .           !
 1986.1!  *     +                             !!        0  .  .  .           !
 1986.2!  +     *                             !!           .  .  .  0        !
 1986.3*        +                             !!     0     .  .  .           !
 1986.4!+ *                                   !!           .  . 0.           !
 1987.1!   +  *                               !!           .  .  0           !
 1987.2!      *+                              !!           . 0.  .           !
 1987.3!      *+                              !!           . 0.  .           !
 1987.4!       +                              !!           .  0  .           !
 1988.1!       +*                             !!           .  .0 .           !
 1988.2!         +                            !!           .  0  .           !
 1988.3!     *   +                            !!          0.  .  .           !
 1988.4!      +*                              !!           .  .0 .           !
 1989.1!       + *                            !!           .  . 0.           !
 1989.2!          +  *                        !!           .  .  0           !
 1989.3!       *     +                        !!        0  .  .  .           !
 1989.4!        + *                           !!           .  .  0           !
 1990.1!         * +                          !!           .0 .  .           !
 1990.2!          +  *                        !!           .  .  0           !
 1990.3!          *   +                       !!          0.  .  .           !
 1990.4!           +  *                       !!           .  .  0           !
 1991.1!               +*                     !!           .  .0 .           !
 1991.2!            *   +                     !!          0.  .  .           !
 1991.3!          *  +                        !!           .0 .  .           !
 1991.4!           +   *                      !!           .  .  .0          !
 1992.1! *              +                     !0           .  .  .           !
 1992.2! *+                                   !!           . 0.  .           !
 1992.3!  +                                   !!           .  0  .           !
 1992.4! * +                                  !!           0  .  .           !
 1993.1! *+                                   !!           . 0.  .           !
 1993.2!  +                                   !!           .  .0 .           !
 1993.3!   +*                                 !!           .  .0 .           !
 1993.4!*   +                                 !!          0.  .  .           !
 1994.1! + *                                  !!           .  . 0.           !
 1994.2!   +*                                 !!           .  .0 .           !
 1994.3!     + *                              !!           .  .0 .           !
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 1995.1!      +                               !!           .  .0 .           !
 1995.2!    *  +                              !!           0  .  .           !
 1995.3!     +  *                             !!           .  .  0           !
 1995.4!      * +                             !!           0  .  .           !
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 1996.2!    *+                                !!           . 0.  .           !
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 1997.3!  * +                                 !!           . 0.  .           !
 1997.4!   +*                                 !!           .  .0 .           !
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 1998.4!   +  *                               !!           .  .  0           !
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 1999.4!    +                                 !!           .  0  .           !
 2000.1!    +   *                             !!           .  .  0           !
 2000.2!     *  +                             !!           0  .  .           !
 2000.3!     + *                              !!           .  .0 .           !
 2000.4!       +                              !!           .  .0 .           !
 2001.1!       +   *                          !!           .  .  .0          !
 2001.2!          *+                          !!           . 0.  .           !
 2001.3!         *+                           !!           . 0.  .           !
 2001.4!         +  *                         !!           .  .  0           !
 2002.1!            +                         !!           .  0  .           !
 2002.2!            +*                        !!           .  .0 .           !
 2002.3!             +*                       !!           .  .0 .           !
 2002.4!              +*                      !!           .  . 0.           !
 2003.1!                +                     !!           .  0  .           !
 2003.2!                +                     !!           .  0  .           !
 2003.3!                + *                   !!           .  .0 .           !
 2003.4!                  +*                  !!           .  .0 .           !
 2004.1!                    +   *             !!           .  .  .0          !
 2004.2!                       *+             !!           . 0.  .           !
 2004.3!                     * +              !!           .0 .  .           !
 2004.4!                     +*               !!           .  0  .           !
 2005.1!                      +    *          !!           .  .  . 0         !
 2005.2!                         * +          !!           .0 .  .           !
 2005.3!                         +            !!           .  0  .           !
 2005.4!                         +*           !!           .  .0 .           !
 2006.1!                          +*          !!           .  0  .           !
 2006.2!                           +*         !!           .  .0 .           !
 2006.3!                            +*        !!           .  .0 .           !
 2006.4!                             +*       !!           .  0  .           !
 2007.1!                              +       !!           .  .0 .           !
 2007.2!                               +      !!           .  0  .           !
 2007.3!                               +      !!           .  0  .           !
 2007.4!                                +*    !!           .  .0 .           !
 2008.1!                                 +*   !!           .  .0 .           !
 2008.2!                                  +*  !!           .  0  .           !
 2008.3!                                  *+  !!           . 0.  .           !
 2008.4!                                 *+   !!           . 0.  .           !
 2009.1!                                 +    !!           .  0  .           !
 2009.2!                                 +  * !!           .  .  0           !
 2009.3!                                    +*!!           .  .0 .           !
 2009.4!                                     +!!           .  0  .           !
 2010.1!                                     +*!           .  .0 .           !
 2010.2!                                   *  +!           .0 .  .           !
 2010.3!                                  *+  !!           . 0.  .           !
 2010.4!                                  + * !!           .  . 0.           !
 2011.1!                                    +*!!           .  .0 .           !
 2011.2!                                     +*!           .  .0 .           !
 2011.3!                                     *+!           . 0.  .           !
 2011.4!                                     +!!           .  0  .           !
 2012.1!                                     +!!           .  0  .           !
 2012.2!                                    *+!!           .  0  .           !
 2012.3!                                    +*!!           .  .0 .           !
 2012.4!                                     +*!           .  .0 .           !


     24.60 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
@@EQ  554 LAARUUK C LARUUK(-1) PRUUK;SMPL 1992.3 2012.4;OLS;EST  554 PLOT=0;EN
@@EQ  555 LAAUEUK C LAUEUK(-1) PUEUK;SMPL 1993.3 2012.4;OLS;EST  555 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PEGUK=EGPX$/UKPMM;                                                      
 GENR LAAEGUK=LOG(AAEGUK+.00001);                                             
 GENR LAEGUK=LOG(AEGUK+.00001);                                               
 LHS AAEGUK=EXP(LAAEGUK)-.00001;                                              
  EQ  556 LAAEGUK C LAEGUK(-1) PEGUK;                                         
EQUATION 622  LAAEGUK  
   RHS     C  LAEGUK(-1)  PEGUK  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  622 PLOT=0;END;                                                     

Equation number =  622
**********************

Dependent variable = LAAEGUK 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -7.576391302

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.437138816       0.494686813  -2.90515     1.000000
12275 LAEGUK  ( -1)       0.663378273       0.065865890  10.07165    -7.588775
12273 PEGUK   (  0)      -0.978509041       0.364267323  -2.68624     1.129294

SE of equation            =     0.457139320
Sum of squared residuals  =  25.7040920       0.144870782E-10
Average absolute error    =     0.356161480
Sum of ABS residuals      =  44.8763465    
R squared                 =   0.56747
Durbin-Watson statistic   =   2.11237
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!       +      *                       !!          .   .   0          !
 1981.4!             +     *                  !!          .   .   0          !
 1982.1!                +             *       !!          .   .   .     0    !
 1982.2!                     * +              !!          .  0.   .          !
 1982.3!      *          +                    !!       0  .   .   .          !
 1982.4!       +    *                         !!          .   .  0.          !
 1983.1!         * +                          !!          .  0.   .          !
 1983.2!         +   *                        !!          .   .  0.          !
 1983.3!           +          *               !!          .   .   .   0      !
 1983.4!   *             +                    !!     0    .   .   .          !
 1984.1!    +        *                        !!          .   .   . 0        !
 1984.2!    *      +                          !!          0   .   .          !
 1984.3!    +                *                !!          .   .   .      0   !
 1984.4!         *     +                      !!          0   .   .          !
 1985.1!      +     *                         !!          .   .   0          !
 1985.2!         +*                           !!          .   0   .          !
 1985.3!*       +                             !!        0 .   .   .          !
 1985.4!   +  *                               !!          .   . 0 .          !
 1986.1!     * +                              !!          . 0 .   .          !
 1986.2!       +           *                  !!          .   .   .   0      !
 1986.3!     *           +                    !!      0   .   .   .          !
 1986.4!     *  +                             !!          . 0 .   .          !
 1987.1!         +           *                !!          .   .   .   0      !
 1987.2!        *           +                 !!      0   .   .   .          !
 1987.3!          *+                          !!          .  0.   .          !
 1987.4!      *      +                        !!         0.   .   .          !
 1988.1!      *   +                           !!          .0  .   .          !
 1988.2!        * +                           !!          .  0.   .          !
 1988.3!          +*                          !!          .   .0  .          !
 1988.4!           * +                        !!          . 0 .   .          !
 1989.1!       *    +                         !!          .0  .   .          !
 1989.2!      *   +                           !!          . 0 .   .          !
 1989.3!         +*                           !!          .   .0  .          !
 1989.4!            +  *                      !!          .   . 0 .          !
 1990.1!                +    *                !!          .   .   0          !
 1990.2!       *            +                 !!     0    .   .   .          !
 1990.3!  *        +                          !!        0 .   .   .          !
 1990.4!        + *                           !!          .   .0  .          !
 1991.1!              +*                      !!          .   .0  .          !
 1991.2!          *    +                      !!          .0  .   .          !
 1991.3!           *+                         !!          .  0.   .          !
 1991.4!             *+                       !!          .   0   .          !
 1992.1!               +    *                 !!          .   .  0.          !
 1992.2!                  *+                  !!          .  0.   .          !
 1992.3!           *       +                  !!         0.   .   .          !
 1992.4!        *    +                        !!          0   .   .          !
 1993.1!          +    *                      !!          .   .  0.          !
 1993.2!         *     +                      !!          0   .   .          !
 1993.3!        *  +                          !!          . 0 .   .          !
 1993.4!          +   *                       !!          .   .  0.          !
 1994.1!              +      *                !!          .   .   .0         !
 1994.2!                   +*                 !!          .   .0  .          !
 1994.3!                  *+                  !!          .   0   .          !
 1994.4!            *     +                   !!          0   .   .          !
 1995.1!              +    *                  !!          .   .  0.          !
 1995.2!                   + *                !!          .   . 0 .          !
 1995.3!               *    +                 !!          0   .   .          !
 1995.4!        *       +                     !!         0.   .   .          !
 1996.1!            + *                       !!          .   .0  .          !
 1996.2!              +   *                   !!          .   . 0 .          !
 1996.3!                 +*                   !!          .   .0  .          !
 1996.4!                  + *                 !!          .   . 0 .          !
 1997.1!      *            +                  !!     0    .   .   .          !
 1997.2!         +     *                      !!          .   .   0          !
 1997.3! *            +                       !!     0    .   .   .          !
 1997.4!   *  +                               !!          . 0 .   .          !
 1998.1!      +      *                        !!          .   .   .0         !
 1998.2!            *+                        !!          .  0.   .          !
 1998.3!     *      +                         !!         0.   .   .          !
 1998.4!      * +                             !!          . 0 .   .          !
 1999.1!       * +                            !!          . 0 .   .          !
 1999.2!     *  +                             !!          . 0 .   .          !
 1999.3!     *  +                             !!          .  0.   .          !
 1999.4!     *  +                             !!          . 0 .   .          !
 2000.1!        +                     *       !!          .   .   .          0
 2000.2!                        +       *     !!          .   .   . 0        !
 2000.3!                         +        *   !!          .   .   . 0        !
 2000.4!                          + *         !!          .   .0  .          !
 2001.1!         *             +              !!     0    .   .   .          !
 2001.2! *        +                           !!        0 .   .   .          !
 2001.3!*   +                                 !!          .0  .   .          !
 2001.4!    +     *                           !!          .   .   0          !
 2002.1!  *       +                           !!         0.   .   .          !
 2002.2!  *  +                                !!          . 0 .   .          !
 2002.3!     *+                               !!          .  0.   .          !
 2002.4*        +                             !!        0 .   .   .          !
 2003.1!     +  *                             !!          .   . 0 .          !
 2003.2!          *+                          !!          .   0   .          !
 2003.3!            +*                        !!          .   0   .          !
 2003.4!            *  +                      !!          . 0 .   .          !
 2004.1!     *         +                      !!       0  .   .   .          !
 2004.2!         +   *                        !!          .   .  0.          !
 2004.3!          *    +                      !!          .0  .   .          !
 2004.4!         *    +                       !!          .0  .   .          !
 2005.1!             +  *                     !!          .   . 0 .          !
 2005.2!            *    +                    !!          0   .   .          !
 2005.3!        *     +                       !!          0   .   .          !
 2005.4!         *  +                         !!          . 0 .   .          !
 2006.1!             +       *                !!          .   .   .0         !
 2006.2!                     +  *             !!          .   . 0 .          !
 2006.3!                      *+              !!          .  0.   .          !
 2006.4!                      +    *          !!          .   .   0          !
 2007.1!                      *  +            !!          . 0 .   .          !
 2007.2!                    * +               !!          .  0.   .          !
 2007.3!                   * +                !!          .  0.   .          !
 2007.4!                 *   +                !!          . 0 .   .          !
 2008.1!                    +            *    !!          .   .   .    0     !
 2008.2!                              +    *  !!          .   .  0.          !
 2008.3!                               +      !!          .   0   .          !
 2008.4!                           +*         !!          .   .0  .          !
 2009.1!                          +       *   !!          .   .   .0         !
 2009.2!                             +        *!          .   .   . 0        !
 2009.3!                                 +    !!          .   0   .          !
 2009.4!                             +  *     !!          .   . 0 .          !
 2010.1!                             +  *     !!          .   . 0 .          !
 2010.2!                            +       * !!          .   .   .0         !
 2010.3!                            *  +      !!          . 0 .   .          !
 2010.4!                          +   *       !!          .   .  0.          !
 2011.1!                           +        * !!          .   .   . 0        !
 2011.2!                                +  *  !!          .   . 0 .          !
 2011.3!                             *+       !!          .  0.   .          !
 2011.4!                           +          !!          .   0   .          !
 2012.1!                         +    *       !!          .   .  0.          !
 2012.2!                           +   *      !!          .   .  0.          !
 2012.3!                           +  *       !!          .   . 0 .          !
 2012.4!                          +  *        !!          .   . 0 .          !


     28.57 percent of the residuals exceed 1 SE
      3.97 percent of the residuals exceed 2 SE
@EQ   557 LAAISUK C LAISUK(-1) PISUK;SMPL 1966.1 2012.4;OLS;EST  557 PLOT=0;EN
@EQ   558 LAAKEUK C LAKEUK(-1) PKEUK;SMPL 1966.1 2012.4;OLS;EST  558 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBAUK=BAPX$/UKPMM;                                                      
 GENR LAABAUK=LOG(AABAUK+.00001);                                             
 GENR LABAUK=LOG(ABAUK+.00001);                                               
 LHS AABAUK=EXP(LAABAUK)-.00001;                                              
  EQ  559 LAABAUK C LABAUK(-1) PBAUK;                                         
EQUATION 623  LAABAUK  
   RHS     C  LABAUK(-1)  PBAUK  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  623 PLOT=0;END;                                                     

Equation number =  623
**********************

Dependent variable = LAABAUK 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -7.220358096

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.393130433       0.155648976  -2.52575     1.000000
12278 LABAUK  ( -1)       0.911125087       0.026624818  34.22089    -7.229104
12276 PBAUK   (  0)      -0.163525004       0.045427281  -3.59971     1.471395

SE of equation            =     0.201464871
Sum of squared residuals  =  6.45350701       0.393001187E-10
Average absolute error    =     0.145319788
Sum of ABS residuals      =  23.5418057    
R squared                 =   0.94076
Durbin-Watson statistic   =   2.21696
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!                 + *                  !!          .   .  0.          !
 1972.4!                 +*                   !!          .   0   .          !
 1973.1!                +  *                  !!          .   .   0          !
 1973.2!                 +  *                 !!          .   .   .0         !
 1973.3!                  +                   !!          .   0   .          !
 1973.4!        *        +                    !0          .   .   .          !
 1974.1!      +                               !!          .  0.   .          !
 1974.2!      +  *                            !!          .   .   .0         !
 1974.3!       *+                             !!          . 0 .   .          !
 1974.4!      +      *                        !!          .   .   .       0  !
 1975.1!           +*                         !!          .   0   .          !
 1975.2!     *     +                          !!    0     .   .   .          !
 1975.3!*    +                                !!      0   .   .   .          !
 1975.4*+                                     !!          . 0 .   .          !
 1976.1+      *                               !!          .   .   .      0   !
 1976.2!     +    *                           !!          .   .   .   0      !
 1976.3!          +    *                      !!          .   .   .   0      !
 1976.4!             +                        !!          . 0 .   .          !
 1977.1!            +                         !!          .   .0  .          !
 1977.2!            +  *                      !!          .   .   .0         !
 1977.3!        *     +                       !!    0     .   .   .          !
 1977.4!        + *                           !!          .   .   .0         !
 1978.1!       *  +                           !!          0   .   .          !
 1978.2! *     +                              !!   0      .   .   .          !
 1978.3! +   *                                !!          .   .   .  0       !
 1978.4!     +  *                             !!          .   .   0          !
 1979.1!        +*                            !!          .   . 0 .          !
 1979.2!         +*                           !!          .   .0  .          !
 1979.3!          +                           !!          .   0   .          !
 1979.4!         +  *                         !!          .   .   .0         !
 1980.1!        *  +                          !!        0 .   .   .          !
 1980.2!   *   +                              !!      0   .   .   .          !
 1980.3!   +*                                 !!          .   .0  .          !
 1980.4!     +*                               !!          .   . 0 .          !
 1981.1!     * +                              !!          .0  .   .          !
 1981.2!      +*                              !!          .   . 0 .          !
 1981.3!      * +                             !!          0   .   .          !
 1981.4!       +                              !!          .   .0  .          !
 1982.1!       * +                            !!          . 0 .   .          !
 1982.2!        +  *                          !!          .   .   0          !
 1982.3!      *     +                         !!    0     .   .   .          !
 1982.4!       +   *                          !!          .   .   .  0       !
 1983.1!       *    +                         !!       0  .   .   .          !
 1983.2!        +                             !!          .   0   .          !
 1983.3!         + *                          !!          .   .  0.          !
 1983.4!           +                          !!          .   0   .          !
 1984.1!           +  *                       !!          .   .   0          !
 1984.2!       *     +                        !!    0     .   .   .          !
 1984.3!       + *                            !!          .   .  0.          !
 1984.4!        +   *                         !!          .   .   .0         !
 1985.1!       *  +                           !!         0.   .   .          !
 1985.2!   * +                                !!          0   .   .          !
 1985.3!   +  *                               !!          .   .   .0         !
 1985.4!       +                              !!          .   .0  .          !
 1986.1!       *+                             !!          .  0.   .          !
 1986.2!         +                            !!          .   0   .          !
 1986.3!         *+                           !!          . 0 .   .          !
 1986.4!         *+                           !!          .  0.   .          !
 1987.1!          *+                          !!          .  0.   .          !
 1987.2!           +*                         !!          .   .0  .          !
 1987.3!         *   +                        !!        0 .   .   .          !
 1987.4!        * +                           !!          0   .   .          !
 1988.1!         *+                           !!          .   0   .          !
 1988.2!           +                          !!          .   .0  .          !
 1988.3!          * +                         !!          .0  .   .          !
 1988.4!          *+                          !!          . 0 .   .          !
 1989.1!        *  +                          !!        0 .   .   .          !
 1989.2!        *+                            !!          .  0.   .          !
 1989.3!          +*                          !!          .   . 0 .          !
 1989.4!            +                         !!          .   .0  .          !
 1990.1!            * +                       !!          . 0 .   .          !
 1990.2!             + *                      !!          .   . 0 .          !
 1990.3!               *+                     !!          .   0   .          !
 1990.4!                + *                   !!          .   .  0.          !
 1991.1!                *  +                  !!         0.   .   .          !
 1991.2!                 +*                   !!          .   . 0 .          !
 1991.3!                  *+                  !!          .  0.   .          !
 1991.4!                   +                  !!          .  0.   .          !
 1992.1!                *  +                  !!        0 .   .   .          !
 1992.2!                 +*                   !!          .   .  0.          !
 1992.3!                 * +                  !!          .0  .   .          !
 1992.4!                  +  *                !!          .   .   .0         !
 1993.1!                    * +               !!          .0  .   .          !
 1993.2!                    *+                !!          .  0.   .          !
 1993.3!                   *+                 !!          . 0 .   .          !
 1993.4!                    +  *              !!          .   .   . 0        !
 1994.1!                      *+              !!          .0  .   .          !
 1994.2!                      +               !!          .   .0  .          !
 1994.3!                      *+              !!          .  0.   .          !
 1994.4!                      +  *            !!          .   .   0          !
 1995.1!                       * +            !!          . 0 .   .          !
 1995.2!                        +             !!          .   0   .          !
 1995.3!                       *+             !!          . 0 .   .          !
 1995.4!                        +  *          !!          .   .   .0         !
 1996.1!                         * +          !!          .0  .   .          !
 1996.2!                        *+            !!          .  0.   .          !
 1996.3!                         + *          !!          .   .   0          !
 1996.4!                          *+          !!          . 0 .   .          !
 1997.1!                         *+           !!          . 0 .   .          !
 1997.2!                       * +            !!          .0  .   .          !
 1997.3!                       +              !!          .   0   .          !
 1997.4!                       +*             !!          .   . 0 .          !
 1998.1!                      * +             !!          0   .   .          !
 1998.2!                      +*              !!          .   .0  .          !
 1998.3!                      *+              !!          . 0 .   .          !
 1998.4!                      +*              !!          .   .0  .          !
 1999.1!                       +              !!          .   0   .          !
 1999.2!                       +              !!          .   0   .          !
 1999.3!                       +              !!          .  0.   .          !
 1999.4!                     * +              !!          .0  .   .          !
 2000.1!                     + *              !!          .   .  0.          !
 2000.2!                       +              !!          .   0   .          !
 2000.3!                       +              !!          .   0   .          !
 2000.4!                       + *            !!          .   .  0.          !
 2001.1!                         +            !!          .   .0  .          !
 2001.2!                         +            !!          .   0   .          !
 2001.3!                         +            !!          .   0   .          !
 2001.4!                        *+            !!          .   0   .          !
 2002.1!                        + *           !!          .   . 0 .          !
 2002.2!                         *+           !!          .  0.   .          !
 2002.3!                         +*           !!          .   .0  .          !
 2002.4!                          +           !!          .   .0  .          !
 2003.1!                          +           !!          .   0   .          !
 2003.2!                          +*          !!          .   .0  .          !
 2003.3!                           +          !!          .   0   .          !
 2003.4!                           +*         !!          .   . 0 .          !
 2004.1!                            +*        !!          .   . 0 .          !
 2004.2!                             +        !!          .   0   .          !
 2004.3!                            *+        !!          .  0.   .          !
 2004.4!                            +   *     !!          .   .   . 0        !
 2005.1!                              * +     !!          .0  .   .          !
 2005.2!                             *+       !!          . 0 .   .          !
 2005.3!                           * +        !!          . 0 .   .          !
 2005.4!                           +*         !!          .   .0  .          !
 2006.1!                            +    *    !!          .   .   .   0      !
 2006.2!                                 +    !!          .   0   .          !
 2006.3!                             *  +     !!         0.   .   .          !
 2006.4!                             +        !!          .   0   .          !
 2007.1!                             +  *     !!          .   .   0          !
 2007.2!                                +     !!          .   .0  .          !
 2007.3!                             *  +     !!         0.   .   .          !
 2007.4!                             +*       !!          .   .  0.          !
 2008.1!                              +       !!          . 0 .   .          !
 2008.2!                             *+       !!          .  0.   .          !
 2008.3!                             + *      !!          .   . 0 .          !
 2008.4!                              +  *    !!          .   .   0          !
 2009.1!                                +*    !!          .   .0  .          !
 2009.2!                                 +*   !!          .   . 0 .          !
 2009.3!                                 +*   !!          .   0   .          !
 2009.4!                                 + *  !!          .   .  0.          !
 2010.1!                               *   +  !!        0 .   .   .          !
 2010.2!                               +      !!          .   .0  .          !
 2010.3!                               +*     !!          .   .0  .          !
 2010.4!                                + *   !!          .   .   0          !
 2011.1!                                  +*  !!          .   . 0 .          !
 2011.2!                                   +* !!          .   .  0.          !
 2011.3!                                    + !!          .   .0  .          !
 2011.4!                                    + *!          .   .   0          !
 2012.1!                                   * +!!          .0  .   .          !
 2012.2!                                   +* !!          .   . 0 .          !
 2012.3!                                   +* !!          .   .0  .          !
 2012.4!                                   +* !!          .   .0  .          !


     25.31 percent of the residuals exceed 1 SE
      7.41 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKUK=HKPX$/UKPMM;                                                      
 GENR LAAHKUK=LOG(AAHKUK+.00001);                                             
 GENR LAHKUK=LOG(AHKUK+.00001);                                               
 LHS AAHKUK=EXP(LAAHKUK)-.00001;                                              
  EQ  560 LAAHKUK C LAHKUK(-1) PHKUK;                                         
EQUATION 624  LAAHKUK  
   RHS     C  LAHKUK(-1)  PHKUK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  624 PLOT=0;END;                                                     

Equation number =  624
**********************

Dependent variable = LAAHKUK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.481969432

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.519616344       0.108110371  -4.80635     1.000000
12281 LAHKUK  ( -1)       0.849176682       0.030491826  27.84932    -4.485732
12279 PHKUK   (  0)      -0.091145435       0.019704896  -4.62552     1.680549

SE of equation            =     0.090798350
Sum of squared residuals  =  1.52520297       0.104769970E-09
Average absolute error    =     0.063578133
Sum of ABS residuals      =  11.9526891    
R squared                 =   0.96724
Durbin-Watson statistic   =   1.97611
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     *  +                             !!           0  .  .           !
 1966.2!     +                                !!           .  0  .           !
 1966.3!     +*                               !!           .  .0 .           !
 1966.4!      +  *                            !!           .  .  .0          !
 1967.1!        +*                            !!           .  . 0.           !
 1967.2!      *  +                            !!          0.  .  .           !
 1967.3!   *  +                               !!          0.  .  .           !
 1967.4!   + *                                !!           .  . 0.           !
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 1968.2!   *+                                 !!           . 0.  .           !
 1968.3!   *+                                 !!           . 0.  .           !
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 1969.2!   *+                                 !!           . 0.  .           !
 1969.3!   +*                                 !!           .  .0 .           !
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 1972.4!+ *                                   !!           .  .0 .           !
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 1973.2!    +  *                              !!           .  .  .0          !
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 1992.4!                                  + * !!           .  .  .0          !
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 2000.1!                                    + *!           .  .  0           !
 2000.2!                                     +!!           .  0  .           !
 2000.3!                                   *+ !!           . 0.  .           !
 2000.4!                                   + *!!           .  .  0           !
 2001.1!                                    + !!           . 0.  .           !
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 2001.4!                                + *   !!           .  . 0.           !
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 2002.2!                                 +    !!           .  .0 .           !
 2002.3!                                 +*   !!           .  .0 .           !
 2002.4!                                 +  * !!           .  .  0           !
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 2003.2!                                   +* !!           .  .0 .           !
 2003.3!                                   +  !!           . 0.  .           !
 2003.4!                                  + * !!           .  . 0.           !
 2004.1!                                    + !!           .  .0 .           !
 2004.2!                                    + !!           .  .0 .           !
 2004.3!                                    + !!           .  0  .           !
 2004.4!                                    + *!           .  .  0           !
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 2005.2!                                     *+!           .  0  .           !
 2005.3!                                    *+!!           . 0.  .           !
 2005.4!                                    +*!!           .  . 0.           !
 2006.1!                                     +!!           .  0  .           !
 2006.2!                                     +!!           .  0  .           !
 2006.3!                                    *+!!           . 0.  .           !
 2006.4!                                    + *!           .  . 0.           !
 2007.1!                                     +!!           .  0  .           !
 2007.2!                                    *+!!           .0 .  .           !
 2007.3!                                 *  + !!           0  .  .           !
 2007.4!                                  + * !!           .  .  0           !
 2008.1!                                    +*!!           .  0  .           !
 2008.2!                                    *+!!           . 0.  .           !
 2008.3!                                   *+ !!           .0 .  .           !
 2008.4!                                   + *!!           .  .  0           !
 2009.1!                                    + !!           . 0.  .           !
 2009.2!                                    + !!           .  .0 .           !
 2009.3!                                *   + !!         0 .  .  .           !
 2009.4!                                 +    !!           .  0  .           !
 2010.1!                                 *+   !!           . 0.  .           !
 2010.2!                                 +    !!           .  0  .           !
 2010.3!                               * +    !!           0  .  .           !
 2010.4!                              *+      !!           .0 .  .           !
 2011.1!                              *+      !!           . 0.  .           !
 2011.2!                              *+      !!           . 0.  .           !
 2011.3!                            *  +      !!           0  .  .           !
 2011.4!                         *   +        !!        0  .  .  .           !
 2012.1!                          +*          !!           .  .0 .           !
 2012.2!                          *  +        !!           0  .  .           !
 2012.3!                        *  +          !!          0.  .  .           !
 2012.4!                         +            !!           .  0  .           !


     25.53 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIUK=SIPX$/UKPMM;                                                      
 GENR LAASIUK=LOG(AASIUK+.00001);                                             
 GENR LASIUK=LOG(ASIUK+.00001);                                               
 LHS AASIUK=EXP(LAASIUK)-.00001;                                              
  EQ  561 LAASIUK C LASIUK(-1) PSIUK;                                         
EQUATION 625  LAASIUK  
   RHS     C  LASIUK(-1)  PSIUK  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST  625 PLOT=0;END;                                                     

Equation number =  625
**********************

Dependent variable = LAASIUK 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -5.161959348

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.675831383       0.149737390  -4.51344     1.000000
12284 LASIUK  ( -1)       0.795199254       0.043120746  18.44122    -5.170013
12282 PSIUK   (  0)      -0.234572063       0.054873184  -4.27480     1.598388

SE of equation            =     0.156661448
Sum of squared residuals  =  4.29499163      -0.142836853E-10
Average absolute error    =     0.113261943
Sum of ABS residuals      =  20.1606258    
R squared                 =   0.93641
Durbin-Watson statistic   =   2.36243
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3+                                      !!          .   0   .          !
 1968.4+*                                     !!          .   .0  .          !
 1969.1+ *                                    !!          .   . 0 .          !
 1969.2!+*                                    !!          .   .0  .          !
 1969.3!+*                                    !!          .   . 0 .          !
 1969.4!+*                                    !!          .   .0  .          !
 1970.1+   *                                  !!          .   .   0          !
 1970.2! +*                                   !!          .   .0  .          !
 1970.3! + *                                  !!          .   . 0 .          !
 1970.4!  +                                   !!          .   0   .          !
 1971.1! + *                                  !!          .   .  0.          !
 1971.2!   +*                                 !!          .   .0  .          !
 1971.3!   *+                                 !!          .   0   .          !
 1971.4!   *+                                 !!          .  0.   .          !
 1972.1!   +           *                      !!          .   .   .          0
 1972.2!             +  *                     !!          .   .   0          !
 1972.3!          *    +                      !!        0 .   .   .          !
 1972.4!          +   *                       !!          .   .   . 0        !
 1973.1!    *        +                        !!  0       .   .   .          !
 1973.2!    +*                                !!          .   . 0 .          !
 1973.3!      +    *                          !!          .   .   .  0       !
 1973.4!       *  +                           !!          0   .   .          !
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 1974.4! *  +                                 !!          0   .   .          !
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 1975.3!   *    +                             !!        0 .   .   .          !
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 1984.4!      + *                             !!          .   . 0 .          !
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 1985.2!   *      +                           !!     0    .   .   .          !
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 1986.4!          + *                         !!          .   . 0 .          !
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 1987.3!          *  +                        !!          0   .   .          !
 1987.4!            +                         !!          .   0   .          !
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 1988.3!              * +                     !!          . 0 .   .          !
 1988.4!                +*                    !!          .   .0  .          !
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 1989.2!                 +                    !!          .   0   .          !
 1989.3!                  +   *               !!          .   .   .0         !
 1989.4!                 *   +                !!        0 .   .   .          !
 1990.1!               *  +                   !!          0   .   .          !
 1990.2!                +  *                  !!          .   .  0.          !
 1990.3!                   +                  !!          .   0   .          !
 1990.4!                   +                  !!          .   0   .          !
 1991.1!                  * +                 !!          . 0 .   .          !
 1991.2!                   +*                 !!          .   . 0 .          !
 1991.3!                    + *               !!          .   . 0 .          !
 1991.4!                   *  +               !!          .0  .   .          !
 1992.1!                  * +                 !!          . 0 .   .          !
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 1992.4!                   +  *               !!          .   .  0.          !
 1993.1!                     +                !!          .  0.   .          !
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 1993.3!                      + *             !!          .   .  0.          !
 1993.4!                      *+              !!          .  0.   .          !
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 1994.2!                       + *            !!          .   . 0 .          !
 1994.3!                        +             !!          .   0   .          !
 1994.4!                       +              !!          .   0   .          !
 1995.1!                      + *             !!          .   . 0 .          !
 1995.2!                       +              !!          .   0   .          !
 1995.3!                       +   *          !!          .   .   .0         !
 1995.4!                          +           !!          .   .0  .          !
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 1996.4!                          +*          !!          .   .0  .          !
 1997.1!                         + *          !!          .   .  0.          !
 1997.2!                          + *         !!          .   .  0.          !
 1997.3!                           +          !!          .   0   .          !
 1997.4!                          +  *        !!          .   .   0          !
 1998.1!                          * +         !!          . 0 .   .          !
 1998.2!                          +           !!          .   .0  .          !
 1998.3!                          +*          !!          .   .0  .          !
 1998.4!                          + *         !!          .   . 0 .          !
 1999.1!                            +         !!          .   0   .          !
 1999.2!                           + *        !!          .   .  0.          !
 1999.3!                            +*        !!          .   .0  .          !
 1999.4!                           +*         !!          .   .0  .          !
 2000.1!                     *     +          !!       0  .   .   .          !
 2000.2!                    * +               !!          . 0 .   .          !
 2000.3!                    +    *            !!          .   .   .  0       !
 2000.4!                         +            !!          .   .0  .          !
 2001.1!                      *  +            !!          0   .   .          !
 2001.2!                    * +               !!          . 0 .   .          !
 2001.3!                  *  +                !!          .0  .   .          !
 2001.4!                   + *                !!          .   . 0 .          !
 2002.1!                *    +                !!       0  .   .   .          !
 2002.2!                  + *                 !!          .   .  0.          !
 2002.3!                 *   +                !!         0.   .   .          !
 2002.4!                   +*                 !!          .   . 0 .          !
 2003.1!                      + *             !!          .   .   0          !
 2003.2!                         +   *        !!          .   .   . 0        !
 2003.3!                             + *      !!          .   . 0 .          !
 2003.4!                              +       !!          .   0   .          !
 2004.1!                              +   *   !!          .   .   .0         !
 2004.2!                                 +    !!          .   0   .          !
 2004.3!                                +*    !!          .   0   .          !
 2004.4!                                +     !!          .   0   .          !
 2005.1!                              *+      !!          . 0 .   .          !
 2005.2!                              +       !!          .   0   .          !
 2005.3!                              +*      !!          .   . 0 .          !
 2005.4!                              +      *!!          .   .   .   0      !
 2006.1!                                   +  !!          .   0   .          !
 2006.2!                             *    +   !!       0  .   .   .          !
 2006.3!                          *  +        !!          0   .   .          !
 2006.4!                          +           *!          .   .   .          0
 2007.1!                                    + !!          .  0.   .          !
 2007.2!                                  *+  !!          .  0.   .          !
 2007.3!                                 +*   !!          .   .0  .          !
 2007.4!                              *  +    !!          0   .   .          !
 2008.1!                              +*      !!          .   .0  .          !
 2008.2!                             * +      !!          .0  .   .          !
 2008.3!                           * +        !!          .0  .   .          !
 2008.4!                            +         !!          .   .0  .          !
 2009.1!                            *+        !!          .  0.   .          !
 2009.2!                             +        !!          .   .0  .          !
 2009.3!                              +       !!          .   0   .          !
 2009.4!                            * +       !!          .0  .   .          !
 2010.1!                            +         !!          .  0.   .          !
 2010.2!                           *+         !!          . 0 .   .          !
 2010.3!                            + *       !!          .   .  0.          !
 2010.4!                              +   *   !!          .   .   .0         !
 2011.1!                              *  +    !!          0   .   .          !
 2011.2!                           *  +       !!          .0  .   .          !
 2011.3!                            +     *   !!          .   .   .   0      !
 2011.4!                         *       +    !!    0     .   .   .          !
 2012.1!                          +  *        !!          .   .  0.          !
 2012.2!                           * +        !!          . 0 .   .          !
 2012.3!                           +  *       !!          .   .  0.          !
 2012.4!                          *   +       !!         0.   .   .          !


     25.28 percent of the residuals exceed 1 SE
      3.93 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PVIUK=VIPX$/UKPMM;                                                      
 GENR LAAVIUK=LOG(AAVIUK+.00001);                                             
 GENR LAVIUK=LOG(AVIUK+.00001);                                               
 LHS AAVIUK=EXP(LAAVIUK)-.00001;                                              
  EQ  562 LAAVIUK C LAVIUK(-1) PVIUK;                                         
EQUATION 626  LAAVIUK  
   RHS     C  LAVIUK(-1)  PVIUK  
 SMPL 1989.3 2012.4;                                                          
Sample period is now  1989.3 to  2012.4 Internally:   151 to   244
 OLS;EST  626 PLOT=0;END;                                                     

Equation number =  626
**********************

Dependent variable = LAAVIUK 

 1989.3 -   2012.4,    0 missing obs.,   94 obs. used.

Mean of dependent variable       -7.176436515

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.122474212       0.322420320  -0.37986     1.000000
12287 LAVIUK  ( -1)       0.960340985       0.016670228  57.60815    -7.242718
12285 PVIUK   (  0)      -0.090738376       0.303561082  -0.29891     1.085352

SE of equation            =     0.259736660
Sum of squared residuals  =  6.13914505       0.478728168E-12
Average absolute error    =     0.160763417
Sum of ABS residuals      =  15.1117612    
R squared                 =   0.97500
Durbin-Watson statistic   =   2.33235
SMPL and No. Obs.         = 1989.3   2012.4     94

Plot of actual(*) and fitted(+) values and residuals(0)


 1989.3*+                                     !!          . 0 .   .          !
 1989.4!+    *                                !!          .   .   .      0   !
 1990.1!   *   +                              !!       0  .   .   .          !
 1990.2!  *  +                                !!        0 .   .   .          !
 1990.3*   +                                  !!      0   .   .   .          !
 1990.4! +*                                   !!          .   .  0.          !
 1991.1! *  +                                 !!        0 .   .   .          !
 1991.2!  +*                                  !!          .   .  0.          !
 1991.3! *   +                                !!      0   .   .   .          !
 1991.4!  +  *                                !!          .   .   .0         !
 1992.1!      +     *                         !!          .   .   .       0  !
 1992.2!            +*                        !!          .   .0  .          !
 1992.3!              +                       !!          .   .0  .          !
 1992.4!               + *                    !!          .   .   0          !
 1993.1!           *      +                   !0          .   .   .          !
 1993.2!          * +                         !!          .0  .   .          !
 1993.3!           +   *                      !!          .   .   .  0       !
 1993.4!               +                      !!          . 0 .   .          !
 1994.1!               +                      !!          .   0   .          !
 1994.2!                +*                    !!          .   .0  .          !
 1994.3!                 + *                  !!          .   .   0          !
 1994.4!                   *+                 !!          . 0 .   .          !
 1995.1!                   +                  !!          .   0   .          !
 1995.2!                   *+                 !!          .  0.   .          !
 1995.3!                   *+                 !!          . 0 .   .          !
 1995.4!                  *+                  !!          . 0 .   .          !
 1996.1!                   +  *               !!          .   .   .  0       !
 1996.2!                     * +              !!          0   .   .          !
 1996.3!                     +*               !!          .   .0  .          !
 1996.4!                     *+               !!          . 0 .   .          !
 1997.1!                      +  *            !!          .   .   .  0       !
 1997.2!                         +*           !!          .   .0  .          !
 1997.3!                          +           !!          .   0   .          !
 1997.4!                         *+           !!          . 0 .   .          !
 1998.1!                          +*          !!          .   . 0 .          !
 1998.2!                           +          !!          .   0   .          !
 1998.3!                           +          !!          .  0.   .          !
 1998.4!                          *+          !!          .0  .   .          !
 1999.1!                          +*          !!          .   . 0 .          !
 1999.2!                           +          !!          .   0   .          !
 1999.3!                            +*        !!          .   . 0 .          !
 1999.4!                           * +        !!          0   .   .          !
 2000.1!                            +         !!          .   . 0 .          !
 2000.2!                            +         !!          .  0.   .          !
 2000.3!                            +         !!          .   0   .          !
 2000.4!                           *+         !!          . 0 .   .          !
 2001.1!                            +         !!          .   .0  .          !
 2001.2!                            +         !!          .   .0  .          !
 2001.3!                             +        !!          .   .0  .          !
 2001.4!                            *+        !!          . 0 .   .          !
 2002.1!                            +*        !!          .   0   .          !
 2002.2!                             +        !!          .   .0  .          !
 2002.3!                             +        !!          .   0   .          !
 2002.4!                             *+       !!          .  0.   .          !
 2003.1!                             +        !!          .   0   .          !
 2003.2!                              +*      !!          .   . 0 .          !
 2003.3!                               +      !!          .   0   .          !
 2003.4!                               +      !!          .   0   .          !
 2004.1!                               +      !!          .   0   .          !
 2004.2!                               +*     !!          .   .0  .          !
 2004.3!                                +     !!          .   0   .          !
 2004.4!                                +     !!          . 0 .   .          !
 2005.1!                               *+     !!          .  0.   .          !
 2005.2!                               +*     !!          .   0   .          !
 2005.3!                                +     !!          .   0   .          !
 2005.4!                                +     !!          .  0.   .          !
 2006.1!                                +     !!          .   0   .          !
 2006.2!                                +     !!          .   0   .          !
 2006.3!                                +     !!          .   0   .          !
 2006.4!                                +     !!          .   0   .          !
 2007.1!                                +     !!          .  0.   .          !
 2007.2!                                +     !!          .   0   .          !
 2007.3!                                 +    !!          .   .0  .          !
 2007.4!                                 +    !!          .  0.   .          !
 2008.1!                                 +    !!          .  0.   .          !
 2008.2!                                 +    !!          .   0   .          !
 2008.3!                                 +    !!          .   0   .          !
 2008.4!                                 +    !!          .   .0  .          !
 2009.1!                                 *+   !!          .  0.   .          !
 2009.2!                                 +    !!          .   .0  .          !
 2009.3!                                  +   !!          .   .0  .          !
 2009.4!                                 *+   !!          .0  .   .          !
 2010.1!                                 +    !!          .   .0  .          !
 2010.2!                                 +*   !!          .   0   .          !
 2010.3!                                  +*  !!          .   . 0 .          !
 2010.4!                                  *+  !!          . 0 .   .          !
 2011.1!                                  +*  !!          .   .0  .          !
 2011.2!                                   +  !!          .   0   .          !
 2011.3!                                   +* !!          .   . 0 .          !
 2011.4!                                    + !!          .   . 0 .          !
 2012.1!                                   *+ !!          0   .   .          !
 2012.2!                                   +* !!          .   .  0.          !
 2012.3!                                    + *!          .   .   .0         !
 2012.4!                                      +!          .  0.   .          !


     18.09 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@@EQ  563 LAANIUK C LANIUK(-1) PNIUK;SMPL 1981.3 2012.4;OLS;EST  563 PLOT=0;EN
@@EQ  564 LAAALUK C LAALUK(-1) PALUK;SMPL 1981.3 2012.4;OLS;EST  564 PLOT=0;EN
@@EQ  565 LAAIAUK C LAIAUK(-1) PIAUK;SMPL 1966.1 2012.4;OLS;EST  565 PLOT=0;EN
@@EQ  566 LAAINUK C LAINUK(-1) PINUK;SMPL 1981.3 2012.4;OLS;EST  566 PLOT=0;EN
@@EQ  567 LAAIQUK C LAIQUK(-1) PIQUK;SMPL 1981.3 2012.4;OLS;EST  567 PLOT=0;EN
@@EQ  568 LAAKUUK C LAKUUK(-1) PKUUK;SMPL 1973.3 2012.4;OLS;EST  568 PLOT=0;EN
@@EQ  569 LAALIUK C LALIUK(-1) PLIUK;SMPL 1981.3 2012.4;OLS;EST  569 PLOT=0;EN
@@EQ  570 LAAUAUK C LAUAUK(-1) PUAUK;SMPL 1981.3 2012.4;OLS;EST  570 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSFI=USPX$/FIPMM;                                                      
 GENR LAAUSFI=LOG(AAUSFI+.00001);                                             
 GENR LAUSFI=LOG(AUSFI+.00001);                                               
 LHS AAUSFI=EXP(LAAUSFI)-.00001;                                              
  EQ  571 LAAUSFI C LAUSFI(-1) PUSFI;                                         
EQUATION 627  LAAUSFI  
   RHS     C  LAUSFI(-1)  PUSFI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  627 PLOT=0;END;                                                     

Equation number =  627
**********************

Dependent variable = LAAUSFI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.218808601

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.820536903       0.181039566  -4.53236     1.000000
12290 LAUSFI  ( -1)       0.681308602       0.052817499  12.89930    -3.216465
12288 PUSFI   (  0)      -0.179654752       0.089362184  -2.01041     1.151468

SE of equation            =     0.165367008
Sum of squared residuals  =  5.05905574       0.104645181E-10
Average absolute error    =     0.122829414
Sum of ABS residuals      =  23.0919298    
R squared                 =   0.50361
Durbin-Watson statistic   =   2.22895
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!             * +                      !!           . 0.  .           !
 1966.2!          * +                         !!           . 0.  .           !
 1966.3!         +    *                       !!           .  .  0           !
 1966.4!         *  +                         !!           .0 .  .           !
 1967.1!        +  *                          !!           .  . 0.           !
 1967.2!        * +                           !!           . 0.  .           !
 1967.3!        +  *                          !!           .  . 0.           !
 1967.4!   *      +                           !!         0 .  .  .           !
 1968.1!   *+                                 !!           . 0.  .           !
 1968.2!    + *                               !!           .  .0 .           !
 1968.3!      + *                             !!           .  .0 .           !
 1968.4!      * +                             !!           . 0.  .           !
 1969.1!       +               *              !!           .  .  .       0   !
 1969.2!       *           +                  !!      0    .  .  .           !
 1969.3!    *  +                              !!           .0 .  .           !
 1969.4!   * +                                !!           .0 .  .           !
 1970.1!  *  +                                !!           .0 .  .           !
 1970.2!    +   *                             !!           .  .  0           !
 1970.3!        +  *                          !!           .  . 0.           !
 1970.4!          +       *                   !!           .  .  . 0         !
 1971.1!          *    +                      !!          0.  .  .           !
 1971.2!       * +                            !!           .0 .  .           !
 1971.3!        +  *                          !!           .  . 0.           !
 1971.4!*          +                          !!       0   .  .  .           !
 1972.1!  *+                                  !!           . 0.  .           !
 1972.2!     +                                !!           .  0  .           !
 1972.3!       +                              !!           .  0  .           !
 1972.4!   *    +                             !!           0  .  .           !
 1973.1!  *   +                               !!           0  .  .           !
 1973.2!     +    *                           !!           .  .  .0          !
 1973.3!      *    +                          !!          0.  .  .           !
 1973.4!       +  *                           !!           .  . 0.           !
 1974.1!        * +                           !!           . 0.  .           !
 1974.2!         +   *                        !!           .  . 0.           !
 1974.3!     *      +                         !!         0 .  .  .           !
 1974.4!       + *                            !!           .  . 0.           !
 1975.1!          +      *                    !!           .  .  . 0         !
 1975.2!               +  *                   !!           .  . 0.           !
 1975.3!        *      +                      !!         0 .  .  .           !
 1975.4!        +  *                          !!           .  . 0.           !
 1976.1!          +  *                        !!           .  . 0.           !
 1976.2!      *    +                          !!           0  .  .           !
 1976.3!       +   *                          !!           .  .  0           !
 1976.4!          +*                          !!           .  .0 .           !
 1977.1!      *    +                          !!           0  .  .           !
 1977.2!     * +                              !!           . 0.  .           !
 1977.3!       + *                            !!           .  .0 .           !
 1977.4! *       +                            !!        0  .  .  .           !
 1978.1!  * +                                 !!           . 0.  .           !
 1978.2!     + *                              !!           .  .0 .           !
 1978.3!        +      *                      !!           .  .  . 0         !
 1978.4!         *    +                       !!           0  .  .           !
 1979.1!         *+                           !!           . 0.  .           !
 1979.2!          +*                          !!           .  .0 .           !
 1979.3!            +  *                      !!           .  . 0.           !
 1979.4!              +  *                    !!           .  . 0.           !
 1980.1!                +   *                 !!           .  .  0           !
 1980.2!                  +  *                !!           .  . 0.           !
 1980.3!                  +                   !!           .  0  .           !
 1980.4!                +    *                !!           .  .  0           !
 1981.1!                 +   *                !!           .  .  0           !
 1981.2!                  +                   !!           .  0  .           !
 1981.3!              +          *            !!           .  .  .   0       !
 1981.4!                 *  +                 !!           .0 .  .           !
 1982.1!              + *                     !!           .  .0 .           !
 1982.2!              +  *                    !!           .  . 0.           !
 1982.3!             *+                       !!           .  0  .           !
 1982.4!          * +                         !!           . 0.  .           !
 1983.1!         +      *                     !!           .  .  . 0         !
 1983.2!          *  +                        !!           0  .  .           !
 1983.3!   *     +                            !!          0.  .  .           !
 1983.4!   *+                                 !!           . 0.  .           !
 1984.1!  * +                                 !!           . 0.  .           !
 1984.2! *  +                                 !!           .0 .  .           !
 1984.3*  +                                   !!           .0 .  .           !
 1984.4! +    *                               !!           .  .  0           !
 1985.1! *   +                                !!           0  .  .           !
 1985.2!  +    *                              !!           .  .  0           !
 1985.3! *    +                               !!          0.  .  .           !
 1985.4!   +         *                        !!           .  .  .   0       !
 1986.1!*          +                          !!       0   .  .  .           !
 1986.2!*  +                                  !!           .0 .  .           !
 1986.3! *  +                                 !!           .0 .  .           !
 1986.4*    +                                 !!           0  .  .           !
 1987.1!   + *                                !!           .  .0 .           !
 1987.2!     * +                              !!           . 0.  .           !
 1987.3!      *+                              !!           . 0.  .           !
 1987.4!       *+                             !!           .  0  .           !
 1988.1!         +       *                    !!           .  .  . 0         !
 1988.2!           *   +                      !!           0  .  .           !
 1988.3!          *+                          !!           . 0.  .           !
 1988.4!          *+                          !!           .  0  .           !
 1989.1!          + *                         !!           .  .0 .           !
 1989.2!            +   *                     !!           .  .  0           !
 1989.3!              +                       !!           .  0  .           !
 1989.4!             +                        !!           .  0  .           !
 1990.1!             +      *                 !!           .  .  . 0         !
 1990.2!               * +                    !!           . 0.  .           !
 1990.3!            * +                       !!           . 0.  .           !
 1990.4!             +            *           !!           .  .  .     0     !
 1991.1!               *      +               !!         0 .  .  .           !
 1991.2!              + *                     !!           .  . 0.           !
 1991.3!               +    *                 !!           .  .  .0          !
 1991.4!                  + *                 !!           .  . 0.           !
 1992.1!            *     +                   !!          0.  .  .           !
 1992.2!            +*                        !!           .  .0 .           !
 1992.3!         *   +                        !!           0  .  .           !
 1992.4!         *+                           !!           .  0  .           !
 1993.1!          +            *              !!           .  .  .     0     !
 1993.2!               *    +                 !!           0  .  .           !
 1993.3!            * +                       !!           . 0.  .           !
 1993.4!            +*                        !!           .  .0 .           !
 1994.1!            + *                       !!           .  .0 .           !
 1994.2!             +       *                !!           .  .  . 0         !
 1994.3!                 *+                   !!           . 0.  .           !
 1994.4!            *  +                      !!           .0 .  .           !
 1995.1!        *   +                         !!           0  .  .           !
 1995.2!          +  *                        !!           .  . 0.           !
 1995.3!             +   *                    !!           .  .  0           !
 1995.4!               +   *                  !!           .  .  0           !
 1996.1!                 +                    !!           .  0  .           !
 1996.2!                +                     *!           .  .  .           0
 1996.3!                              +    *  !!           .  .  0           !
 1996.4!                            +  *      !!           .  . 0.           !
 1997.1!                   *     +            !!          0.  .  .           !
 1997.2!              * +                     !!           . 0.  .           !
 1997.3!             +    *                   !!           .  .  0           !
 1997.4!                +         *           !!           .  .  .   0       !
 1998.1!                     +     *          !!           .  .  .0          !
 1998.2!                     *+               !!           . 0.  .           !
 1998.3!                  +                   !!           .  0  .           !
 1998.4!                +  *                  !!           .  . 0.           !
 1999.1!                 +    *               !!           .  .  .0          !
 1999.2!                 * +                  !!           . 0.  .           !
 1999.3!            *  +                      !!           .0 .  .           !
 1999.4!           *+                         !!           . 0.  .           !
 2000.1!           + *                        !!           .  .0 .           !
 2000.2!     *      +                         !!         0 .  .  .           !
 2000.3!      +     *                         !!           .  .  .0          !
 2000.4!           +*                         !!           .  .0 .           !
 2001.1!           +*                         !!           .  .0 .           !
 2001.2!          *+                          !!           . 0.  .           !
 2001.3!          +                           !!           .  0  .           !
 2001.4!        * +                           !!           . 0.  .           !
 2002.1!        +   *                         !!           .  .  0           !
 2002.2!           *+                         !!           .  0  .           !
 2002.3!      *    +                          !!           0  .  .           !
 2002.4!        +                             !!           .  0  .           !
 2003.1!     *   +                            !!           0  .  .           !
 2003.2!       +*                             !!           .  0  .           !
 2003.3!         + *                          !!           .  . 0.           !
 2003.4!            +                         !!           .  0  .           !
 2004.1!          * +                         !!           . 0.  .           !
 2004.2!           +  *                       !!           .  . 0.           !
 2004.3!          *   +                       !!           0  .  .           !
 2004.4!      *    +                          !!           0  .  .           !
 2005.1!       * +                            !!           . 0.  .           !
 2005.2!       * +                            !!           .0 .  .           !
 2005.3!         +                            !!           .  0  .           !
 2005.4!          +                           !!           .  0  .           !
 2006.1!       *   +                          !!           .0 .  .           !
 2006.2!        *+                            !!           . 0.  .           !
 2006.3!          +                           !!           .  0  .           !
 2006.4!        *  +                          !!           .0 .  .           !
 2007.1!          +  *                        !!           .  . 0.           !
 2007.2!          *  +                        !!           .0 .  .           !
 2007.3!         * +                          !!           .0 .  .           !
 2007.4!         *+                           !!           . 0.  .           !
 2008.1!           +                          !!           .  0  .           !
 2008.2!            + *                       !!           .  .0 .           !
 2008.3!             *+                       !!           . 0.  .           !
 2008.4!            *+                        !!           . 0.  .           !
 2009.1!    *       +                         !!         0 .  .  .           !
 2009.2! *     +                              !!          0.  .  .           !
 2009.3!*    +                                !!           0  .  .           !
 2009.4! *   +                                !!           0  .  .           !
 2010.1!   * +                                !!           . 0.  .           !
 2010.2! *    +                               !!           0  .  .           !
 2010.3!     + *                              !!           .  . 0.           !
 2010.4!      *  +                            !!           .0 .  .           !
 2011.1!        + *                           !!           .  .0 .           !
 2011.2!           +*                         !!           .  .0 .           !
 2011.3!           * +                        !!           . 0.  .           !
 2011.4!           *+                         !!           .  0  .           !
 2012.1!           *+                         !!           . 0.  .           !
 2012.2!      *    +                          !!          0.  .  .           !
 2012.3! *      +                             !!         0 .  .  .           !
 2012.4!     +                                !!           .  0  .           !


     25.00 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCAFI=CAPX$/FIPMM;                                                      
 GENR LAACAFI=LOG(AACAFI+.00001);                                             
 GENR LACAFI=LOG(ACAFI+.00001);                                               
 LHS AACAFI=EXP(LAACAFI)-.00001;                                              
  EQ  572 LAACAFI C LACAFI(-1) PCAFI;                                         
EQUATION 628  LAACAFI  
   RHS     C  LACAFI(-1)  PCAFI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  628 PLOT=0;END;                                                     

Equation number =  628
**********************

Dependent variable = LAACAFI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.205732720

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.999284938       0.326893734  -6.11601     1.000000
12293 LACAFI  ( -1)       0.575566905       0.060373585   9.53342    -5.206349
12291 PCAFI   (  0)      -0.203128877       0.170367943  -1.19230     1.033067

SE of equation            =     0.324889676
Sum of squared residuals  =  19.5273607      -0.316067172E-10
Average absolute error    =     0.247879679
Sum of ABS residuals      =  46.6013797    
R squared                 =   0.35475
Durbin-Watson statistic   =   2.25770
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!              *+                      !!         .   0.    .         !
 1966.2*               +                      !0         .    .    .         !
 1966.3!       +              *               !!         .    .    .        0!
 1966.4!                    +                 !!         .    0    .         !
 1967.1!             *     +                  !!         0    .    .         !
 1967.2!      *        +                      !!     0   .    .    .         !
 1967.3!       *  +                           !!         . 0  .    .         !
 1967.4!           +   *                      !!         .    .  0 .         !
 1968.1!                +       *             !!         .    .    . 0       !
 1968.2!          *          +                !!     0   .    .    .         !
 1968.3!             +  *                     !!         .    .  0 .         !
 1968.4!             *  +                     !!         . 0  .    .         !
 1969.1!        *     +                       !!        0.    .    .         !
 1969.2!            +       *                 !!         .    .    . 0       !
 1969.3!            *      +                  !!        0.    .    .         !
 1969.4!         *    +                       !!         0    .    .         !
 1970.1!     *      +                         !!       0 .    .    .         !
 1970.2!          +    *                      !!         .    .   0.         !
 1970.3!       *        +                     !!      0  .    .    .         !
 1970.4!           + *                        !!         .    . 0  .         !
 1971.1!               +                      !!         .    0    .         !
 1971.2!                + *                   !!         .    . 0  .         !
 1971.3!                  +*                  !!         .    .0   .         !
 1971.4!              *   +                   !!         .0   .    .         !
 1972.1!             * +                      !!         .  0 .    .         !
 1972.2!               +                      !!         .   0.    .         !
 1972.3!     *          +                     !!    0    .    .    .         !
 1972.4!          + *                         !!         .    . 0  .         !
 1973.1!            *  +                      !!         . 0  .    .         !
 1973.2!           *   +                      !!         . 0  .    .         !
 1973.3!               +*                     !!         .    .0   .         !
 1973.4!                 +  *                 !!         .    .  0 .         !
 1974.1!                  *+                  !!         .   0.    .         !
 1974.2!            *     +                   !!         0    .    .         !
 1974.3!     *         +                      !!     0   .    .    .         !
 1974.4!          + *                         !!         .    .0   .         !
 1975.1!             * +                      !!         .   0.    .         !
 1975.2!           *    +                     !!         .0   .    .         !
 1975.3!       *      +                       !!        0.    .    .         !
 1975.4!           + *                        !!         .    . 0  .         !
 1976.1!          *    +                      !!         0    .    .         !
 1976.2!             +                        !!         .    0    .         !
 1976.3!      *       +                       !!      0  .    .    .         !
 1976.4!    *      +                          !!        0.    .    .         !
 1977.1!          +  *                        !!         .    . 0  .         !
 1977.2!         *     +                      !!        0.    .    .         !
 1977.3!            *+                        !!         .   0.    .         !
 1977.4!              +                       !!         .    0    .         !
 1978.1!               *+                     !!         .   0.    .         !
 1978.2!                 + *                  !!         .    .  0 .         !
 1978.3!           *       +                  !!       0 .    .    .         !
 1978.4!               +        *             !!         .    .    .  0      !
 1979.1!                      +    *          !!         .    .   0.         !
 1979.2!                        +*            !!         .    .0   .         !
 1979.3!                 *    +               !!         0    .    .         !
 1979.4!                  +      *            !!         .    .    . 0       !
 1980.1!                       +           *  !!         .    .    .      0  !
 1980.2!                             +        *!         .    .    .   0     !
 1980.3!                            * +       !!         .  0 .    .         !
 1980.4!                        +      *      !!         .    .    .0        !
 1981.1!                          +*          !!         .    .0   .         !
 1981.2!                   *   +              !!         .0   .    .         !
 1981.3!                  +        *          !!         .    .    .  0      !
 1981.4!                       +      *       !!         .    .    . 0       !
 1982.1!                         +         *  !!         .    .    .   0     !
 1982.2!                    *       +         !!      0  .    .    .         !
 1982.3!                   +        *         !!         .    .    .   0     !
 1982.4!                        +*            !!         .    .0   .         !
 1983.1!                   *  +               !!         . 0  .    .         !
 1983.2!                  +    *              !!         .    .    0         !
 1983.3!                     +  *             !!         .    .  0 .         !
 1983.4!                     +       *        !!         .    .    . 0       !
 1984.1!                        +       *     !!         .    .    . 0       !
 1984.2!                         *+           !!         .   0.    .         !
 1984.3!                      + *             !!         .    . 0  .         !
 1984.4!                     +      *         !!         .    .    .0        !
 1985.1!                       +     *        !!         .    .    0         !
 1985.2!                        +     *       !!         .    .    .0        !
 1985.3!                        *+            !!         .   0.    .         !
 1985.4!                      +    *          !!         .    .    0         !
 1986.1!          *            +              !!  0      .    .    .         !
 1986.2!              +     *                 !!         .    .    0         !
 1986.3!               *    +                 !!         .0   .    .         !
 1986.4!                 +         *          !!         .    .    .   0     !
 1987.1!                       *+             !!         .    0    .         !
 1987.2!                    * +               !!         .  0 .    .         !
 1987.3!                  * +                 !!         .   0.    .         !
 1987.4!                   +  *               !!         .    . 0  .         !
 1988.1!                     +                !!         .    0    .         !
 1988.2!                     +                !!         .    0    .         !
 1988.3!                    +              *  !!         .    .    .        0!
 1988.4!                           * +        !!         .  0 .    .         !
 1989.1!                      * +             !!         .  0 .    .         !
 1989.2!                   * +                !!         .  0 .    .         !
 1989.3!                   +                  !!         .    0    .         !
 1989.4!                   +    *             !!         .    .    0         !
 1990.1!                   *  +               !!         . 0  .    .         !
 1990.2!                   +     *            !!         .    .    .0        !
 1990.3!                      *+              !!         .   0.    .         !
 1990.4!                     + *              !!         .    . 0  .         !
 1991.1!               *      +               !!        0.    .    .         !
 1991.2!                 + *                  !!         .    . 0  .         !
 1991.3!                  * +                 !!         .  0 .    .         !
 1991.4!               *   +                  !!         .0   .    .         !
 1992.1!                *+                    !!         .   0.    .         !
 1992.2!                  +*                  !!         .    .0   .         !
 1992.3!                   +                  !!         .   0.    .         !
 1992.4!                 * +                  !!         .  0 .    .         !
 1993.1!                * +                   !!         .  0 .    .         !
 1993.2!                * +                   !!         .  0 .    .         !
 1993.3!                  +                   !!         .    0    .         !
 1993.4!                  *+                  !!         .   0.    .         !
 1994.1!                 * +                  !!         .  0 .    .         !
 1994.2!              *   +                   !!         .0   .    .         !
 1994.3!                *+                    !!         .   0.    .         !
 1994.4!                  + *                 !!         .    . 0  .         !
 1995.1!                    +*                !!         .    .0   .         !
 1995.2!                     +                !!         .    0    .         !
 1995.3!                    *+                !!         .    0    .         !
 1995.4!                     +   *            !!         .    .   0.         !
 1996.1!                    *  +              !!         . 0  .    .         !
 1996.2!                  * +                 !!         .  0 .    .         !
 1996.3!                  *+                  !!         .   0.    .         !
 1996.4!                   +*                 !!         .    .0   .         !
 1997.1!                    +*                !!         .    .0   .         !
 1997.2!                   * +                !!         .   0.    .         !
 1997.3!                   +    *             !!         .    .   0.         !
 1997.4!                      +               !!         .    0    .         !
 1998.1!                    *+                !!         .   0.    .         !
 1998.2!                  * +                 !!         .  0 .    .         !
 1998.3!                *  +                  !!         . 0  .    .         !
 1998.4!                 *+                   !!         .    0    .         !
 1999.1!                 *+                   !!         .  0 .    .         !
 1999.2!                  +                   !!         .    0    .         !
 1999.3!      *            +                  !!  0      .    .    .         !
 1999.4!            +        *                !!         .    .    .  0      !
 2000.1!                  * +                 !!         .  0 .    .         !
 2000.2!             *     +                  !!         0    .    .         !
 2000.3!              * +                     !!         .   0.    .         !
 2000.4!                +    *                !!         .    .   0.         !
 2001.1!                *   +                 !!         .0   .    .         !
 2001.2!                 +*                   !!         .    .0   .         !
 2001.3!                 * +                  !!         .   0.    .         !
 2001.4!                  + *                 !!         .    .0   .         !
 2002.1!           *       +                  !!       0 .    .    .         !
 2002.2!               +*                     !!         .    .0   .         !
 2002.3!          *       +                   !!       0 .    .    .         !
 2002.4!              +             *         !!         .    .    .       0 !
 2003.1!                       *+             !!         .   0.    .         !
 2003.2!                      +  *            !!         .    .  0 .         !
 2003.3!                  *    +              !!         0    .    .         !
 2003.4!                * +                   !!         . 0  .    .         !
 2004.1!                *+                    !!         .  0 .    .         !
 2004.2!                 +    *               !!         .    .   0.         !
 2004.3!              *      +                !!        0.    .    .         !
 2004.4!               *+                     !!         .  0 .    .         !
 2005.1!                 + *                  !!         .    . 0  .         !
 2005.2!                   + *                !!         .    . 0  .         !
 2005.3!                   *+                 !!         .   0.    .         !
 2005.4!                   +*                 !!         .    .0   .         !
 2006.1!                   +   *              !!         .    .  0 .         !
 2006.2!              *      +                !!        0.    .    .         !
 2006.3!                +  *                  !!         .    .  0 .         !
 2006.4!                   +                  !!         .    0    .         !
 2007.1!                  *+                  !!         .    0    .         !
 2007.2!                   + *                !!         .    .  0 .         !
 2007.3!                    +        *        !!         .    .    .  0      !
 2007.4!                         +  *         !!         .    .  0 .         !
 2008.1!                        +    *        !!         .    .   0.         !
 2008.2!                        +             !!         .    0    .         !
 2008.3!                      +    *          !!         .    .    0         !
 2008.4!                       +        *     !!         .    .    .  0      !
 2009.1!                         * +          !!         .   0.    .         !
 2009.2!              *        +              !!      0  .    .    .         !
 2009.3!           *    +                     !!         0    .    .         !
 2009.4!              +   *                   !!         .    .  0 .         !
 2010.1!               *  +                   !!         . 0  .    .         !
 2010.2!                +        *            !!         .    .    .  0      !
 2010.3!           *          +               !!    0    .    .    .         !
 2010.4!              +     *                 !!         .    .    0         !
 2011.1!                   +                  !!         .    0    .         !
 2011.2!                   +      *           !!         .    .    .0        !
 2011.3!                       +   *          !!         .    .   0.         !
 2011.4!                        +        *    !!         .    .    .   0     !
 2012.1!                         * +          !!         .  0 .    .         !
 2012.2!                *     +               !!        0.    .    .         !
 2012.3!                 + *                  !!         .    .0   .         !
 2012.4!               *   +                  !!         . 0  .    .         !


     31.38 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ   573 LAAJAFI C LAJAFI(-1) PJAFI;SMPL 1966.1 2012.4;OLS;EST  573 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUFI=AUPX$/FIPMM;                                                      
 GENR LAAAUFI=LOG(AAAUFI+.00001);                                             
 GENR LAAUFI=LOG(AAUFI+.00001);                                               
 LHS AAAUFI=EXP(LAAAUFI)-.00001;                                              
  EQ  574 LAAAUFI C LAAUFI(-1) PAUFI;                                         
EQUATION 629  LAAAUFI  
   RHS     C  LAAUFI(-1)  PAUFI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  629 PLOT=0;END;                                                     

Equation number =  629
**********************

Dependent variable = LAAAUFI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.235810688

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.242273361       0.158285457  -1.53061     1.000000
12296 LAAUFI  ( -1)       0.933200212       0.028771399  32.43500    -4.233455
12294 PAUFI   (  0)      -0.043260112       0.141673570  -0.30535     0.991117

SE of equation            =     0.103110760
Sum of squared residuals  =  1.96688832      -0.144466661E-10
Average absolute error    =     0.082685047
Sum of ABS residuals      =  15.5447888    
R squared                 =   0.86113
Durbin-Watson statistic   =   2.65070
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!        *          +                  !!0        .    .    .         !
 1966.2!        +       *                     !!         .    .    .   0     !
 1966.3!                + *                   !!         .    .  0 .         !
 1966.4!                 *+                   !!         .   0.    .         !
 1967.1!               *  +                   !!         .0   .    .         !
 1967.2!               +  *                   !!         .    .   0.         !
 1967.3!                 *+                   !!         .   0.    .         !
 1967.4!          *      +                    !!     0   .    .    .         !
 1968.1!          +        *                  !!         .    .    .     0   !
 1968.2!                   +*                 !!         .    . 0  .         !
 1968.3!                 *  +                 !!         . 0  .    .         !
 1968.4!                  +      *            !!         .    .    .   0     !
 1969.1!                     *  +             !!         .0   .    .         !
 1969.2!                     +    *           !!         .    .    . 0       !
 1969.3!                        * +           !!         .  0 .    .         !
 1969.4!                        +      *      !!         .    .    .   0     !
 1970.1!                               + *    !!         .    .  0 .         !
 1970.2!                                + *   !!         .    .  0 .         !
 1970.3!                              *  +    !!         0    .    .         !
 1970.4!                             +     *  !!         .    .    . 0       !
 1971.1!                                  +   !!         .    0    .         !
 1971.2!                               * +    !!         .  0 .    .         !
 1971.3!                              + *     !!         .    . 0  .         !
 1971.4!                               +      *!         .    .    .  0      !
 1972.1!                                  * + !!         . 0  .    .         !
 1972.2!                                *+    !!         .   0.    .         !
 1972.3!                               +  *   !!         .    .   0.         !
 1972.4!                                 +    *!         .    .    .0        !
 1973.1!                                *    +!!        0.    .    .         !
 1973.2!                               +*     !!         .    .0   .         !
 1973.3!                               +*     !!         .    .0   .         !
 1973.4!                               +    * !!         .    .    . 0       !
 1974.1!                                *  +  !!         .0   .    .         !
 1974.2!                               +     *!!         .    .    . 0       !
 1974.3!                                 *  + !!         . 0  .    .         !
 1974.4!                                +   * !!         .    .   0.         !
 1975.1!                               *  +   !!         0    .    .         !
 1975.2!                              +*      !!         .    .0   .         !
 1975.3!                              +  *    !!         .    .   0.         !
 1975.4!                                +   * !!         .    .    0         !
 1976.1!                               *   +  !!         0    .    .         !
 1976.2!                              +   *   !!         .    .    .0        !
 1976.3!                              *  +    !!         .0   .    .         !
 1976.4!                             +      * !!         .    .    .   0     !
 1977.1!                                 * +  !!         . 0  .    .         !
 1977.2!                           *    +     !!        0.    .    .         !
 1977.3!                      *    +          !!        0.    .    .         !
 1977.4!                      +  *            !!         .    .   0.         !
 1978.1!                        +      *      !!         .    .    .   0     !
 1978.2!                        *     +       !!      0  .    .    .         !
 1978.3!                        + *           !!         .    .  0 .         !
 1978.4!                         + *          !!         .    . 0  .         !
 1979.1!                          +     *     !!         .    .    . 0       !
 1979.2!                               +      !!         .    .0   .         !
 1979.3!                            *  +      !!         . 0  .    .         !
 1979.4!                            +         !!         .    .0   .         !
 1980.1!                            + *       !!         .    . 0  .         !
 1980.2!                             +        !!         .    0    .         !
 1980.3!                             +        !!         .    .0   .         !
 1980.4!                             +   *    !!         .    .    0         !
 1981.1!                                +   * !!         .    .    0         !
 1981.2!                               *   +  !!         0    .    .         !
 1981.3!                             *+       !!         .   0.    .         !
 1981.4!                             +  *     !!         .    .   0.         !
 1982.1!                                + *   !!         .    .  0 .         !
 1982.2!                                 +   *!!         .    .    .0        !
 1982.3!                                  * + !!         .  0 .    .         !
 1982.4!                                 +    !!         .   0.    .         !
 1983.1!                                +     !!         .    0    .         !
 1983.2!                               +      !!         .   0.    .         !
 1983.3!                              + *     !!         .    .  0 .         !
 1983.4!                            *  +      !!         .0   .    .         !
 1984.1!                           +*         !!         .    0    .         !
 1984.2!                           +*         !!         .    .0   .         !
 1984.3!                            +*        !!         .    . 0  .         !
 1984.4!                             +   *    !!         .    .    0         !
 1985.1!                                +     !!         .   0.    .         !
 1985.2!                             * +      !!         . 0  .    .         !
 1985.3!                            +*        !!         .    . 0  .         !
 1985.4!                             +  *     !!         .    .   0.         !
 1986.1!                            *  +      !!         0    .    .         !
 1986.2!                           +*         !!         .    .0   .         !
 1986.3!                          *+          !!         .   0.    .         !
 1986.4!                          + *         !!         .    .  0 .         !
 1987.1!                         * +          !!         .  0 .    .         !
 1987.2!                         +*           !!         .    . 0  .         !
 1987.3!                      *   +           !!         0    .    .         !
 1987.4!                     +   *            !!         .    .   0.         !
 1988.1!                        *+            !!         .   0.    .         !
 1988.2!                     *  +             !!         . 0  .    .         !
 1988.3!                   * +                !!         . 0  .    .         !
 1988.4!                   +       *          !!         .    .    .    0    !
 1989.1!                        * +           !!         . 0  .    .         !
 1989.2!                    *  +              !!         .0   .    .         !
 1989.3!                   *+                 !!         .   0.    .         !
 1989.4!                   +   *              !!         .    .    0         !
 1990.1!                      +  *            !!         .    .   0.         !
 1990.2!                       * +            !!         . 0  .    .         !
 1990.3!                      +*              !!         .    0    .         !
 1990.4!                       +*             !!         .    . 0  .         !
 1991.1!                   *    +             !!        0.    .    .         !
 1991.2!                   +*                 !!         .    .0   .         !
 1991.3!                *   +                 !!         .0   .    .         !
 1991.4!                 +      *             !!         .    .    .   0     !
 1992.1!           *           +              !0         .    .    .         !
 1992.2!            +        *                !!         .    .    .      0  !
 1992.3!                 *   +                !!         0    .    .         !
 1992.4!              *  +                    !!         .0   .    .         !
 1993.1!             *+                       !!         .  0 .    .         !
 1993.2!             +   *                    !!         .    .    0         !
 1993.3!           *     +                    !!       0 .    .    .         !
 1993.4!            +     *                   !!         .    .    . 0       !
 1994.1!             *    +                   !!        0.    .    .         !
 1994.2!         *   +                        !!        0.    .    .         !
 1994.3!    *    +                            !!        0.    .    .         !
 1994.4!     +      *                         !!         .    .    .   0     !
 1995.1!             +  *                     !!         .    .   0.         !
 1995.2!                +  *                  !!         .    .   0.         !
 1995.3!             *     +                  !!      0  .    .    .         !
 1995.4!             +   *                    !!         .    .    .0        !
 1996.1!              *  +                    !!         .0   .    .         !
 1996.2!         *     +                      !!       0 .    .    .         !
 1996.3!          + *                         !!         .    . 0  .         !
 1996.4!            + *                       !!         .    . 0  .         !
 1997.1!            * +                       !!         . 0  .    .         !
 1997.2!           *+                         !!         .  0 .    .         !
 1997.3!           + *                        !!         .    .  0 .         !
 1997.4!              +  *                    !!         .    .   0.         !
 1998.1!                *+                    !!         .  0 .    .         !
 1998.2!                +*                    !!         .    . 0  .         !
 1998.3!                 +                    !!         .    0    .         !
 1998.4!             *   +                    !!         0    .    .         !
 1999.1!              +   *                   !!         .    .    0         !
 1999.2!                * +                   !!         .  0 .    .         !
 1999.3!            *   +                     !!        0.    .    .         !
 1999.4!            +     *                   !!         .    .    . 0       !
 2000.1!           *      +                   !!     0   .    .    .         !
 2000.2!           *+                         !!         .   0.    .         !
 2000.3!         * +                          !!         . 0  .    .         !
 2000.4!          +    *                      !!         .    .    . 0       !
 2001.1!                +  *                  !!         .    .   0.         !
 2001.2!               *   +                  !!         0    .    .         !
 2001.3!            *  +                      !!         .0   .    .         !
 2001.4!             +      *                 !!         .    .    .   0     !
 2002.1!                 *  +                 !!         . 0  .    .         !
 2002.2!                  +*                  !!         .    .0   .         !
 2002.3!                  *+                  !!         .    0    .         !
 2002.4!                   +     *            !!         .    .    .  0      !
 2003.1!                         +*           !!         .    .0   .         !
 2003.2!                   *     +            !!      0  .    .    .         !
 2003.3!                  *+                  !!         .   0.    .         !
 2003.4!                 *+                   !!         .  0 .    .         !
 2004.1!             *   +                    !!         0    .    .         !
 2004.2!             +*                       !!         .    .0   .         !
 2004.3!        *     +                       !!      0  .    .    .         !
 2004.4!        +*                            !!         .    .0   .         !
 2005.1!    *     +                           !!       0 .    .    .         !
 2005.2!     +*                               !!         .    .0   .         !
 2005.3!       +                              !!         .    0    .         !
 2005.4!        +                             !!         .    0    .         !
 2006.1!      *  +                            !!         .0   .    .         !
 2006.2!      *+                              !!         .   0.    .         !
 2006.3!       +                              !!         .    .0   .         !
 2006.4!     *  +                             !!         .0   .    .         !
 2007.1!   *  +                               !!         . 0  .    .         !
 2007.2!    +*                                !!         .    .0   .         !
 2007.3! *    +                               !!        0.    .    .         !
 2007.4!  + *                                 !!         .    .  0 .         !
 2008.1!     +                                !!         .    0    .         !
 2008.2!   *  +                               !!         .0   .    .         !
 2008.3!   *+                                 !!         .  0 .    .         !
 2008.4!    +   *                             !!         .    .    0         !
 2009.1!        *+                            !!         .    0    .         !
 2009.2!        *+                            !!         .  0 .    .         !
 2009.3!   *    +                             !!       0 .    .    .         !
 2009.4!    +  *                              !!         .    .   0.         !
 2010.1!   *    +                             !!        0.    .    .         !
 2010.2!    +  *                              !!         .    .  0 .         !
 2010.3!       *+                             !!         .   0.    .         !
 2010.4!        + *                           !!         .    . 0  .         !
 2011.1! *        +                           !!  0      .    .    .         !
 2011.2!  +                                   !!         .   0.    .         !
 2011.3*   +                                  !!         0    .    .         !
 2011.4!+                                     !!         .    0    .         !
 2012.1!  +*                                  !!         .    .0   .         !
 2012.2!   *+                                 !!         .   0.    .         !
 2012.3!    +                                 !!         .    .0   .         !
 2012.4!  *   +                               !!         0    .    .         !


     30.32 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRFI=FRPX$/FIPMM;                                                      
 GENR LAAFRFI=LOG(AAFRFI+.00001);                                             
 GENR LAFRFI=LOG(AFRFI+.00001);                                               
 LHS AAFRFI=EXP(LAAFRFI)-.00001;                                              
  EQ  575 LAAFRFI C LAFRFI(-1) PFRFI;                                         
EQUATION 630  LAAFRFI  
   RHS     C  LAFRFI(-1)  PFRFI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  630 PLOT=0;END;                                                     

Equation number =  630
**********************

Dependent variable = LAAFRFI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.276158290

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.133169987       0.183167453  -6.18652     1.000000
12299 LAFRFI  ( -1)       0.611328431       0.059037859  10.35485    -3.274832
12297 PFRFI   (  0)      -0.120062979       0.064696233  -1.85580     1.174304

SE of equation            =     0.133300218
Sum of squared residuals  =  3.28725540       0.751843032E-12
Average absolute error    =     0.098957532
Sum of ABS residuals      =  18.6040161    
R squared                 =   0.42801
Durbin-Watson statistic   =   2.22551
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                 +    *               !!          .   .  0.          !
 1966.2!                  + *                 !!          .   .0  .          !
 1966.3!      *          +                    !!       0  .   .   .          !
 1966.4!        +            *                !!          .   .   .    0     !
 1967.1!                  +*                  !!          .   .0  .          !
 1967.2!         *      +                     !!         0.   .   .          !
 1967.3!         *+                           !!          .  0.   .          !
 1967.4!          + *                         !!          .   .0  .          !
 1968.1!       *   +                          !!          .0  .   .          !
 1968.2*        +                             !!        0 .   .   .          !
 1968.3!    +                                 !!          .   .0  .          !
 1968.4!       +                   *          !!          .   .   .        0 !
 1969.1!    *                +                !!   0      .   .   .          !
 1969.2!    *  +                              !!          . 0 .   .          !
 1969.3!       +               *              !!          .   .   .      0   !
 1969.4!         *          +                 !!       0  .   .   .          !
 1970.1!            +*                        !!          .   .0  .          !
 1970.2!              +   *                   !!          .   .  0.          !
 1970.3!         *       +                    !!        0 .   .   .          !
 1970.4!           +                          !!          .   0   .          !
 1971.1!          *  +                        !!          . 0 .   .          !
 1971.2!        *   +                         !!          . 0 .   .          !
 1971.3!     *     +                          !!          0   .   .          !
 1971.4!    *    +                            !!          0   .   .          !
 1972.1!        +            *                !!          .   .   .    0     !
 1972.2!                 * +                  !!          .  0.   .          !
 1972.3!        *       +                     !!         0.   .   .          !
 1972.4!         * +                          !!          .  0.   .          !
 1973.1!       *    +                         !!          .0  .   .          !
 1973.2!          +   *                       !!          .   .  0.          !
 1973.3!      *       +                       !!        0 .   .   .          !
 1973.4!      *  +                            !!          . 0 .   .          !
 1974.1!    *     +                           !!          0   .   .          !
 1974.2!        + *                           !!          .   .0  .          !
 1974.3!       *    +                         !!          .0  .   .          !
 1974.4!          +  *                        !!          .   . 0 .          !
 1975.1!              +*                      !!          .   0   .          !
 1975.2!          *    +                      !!          .0  .   .          !
 1975.3!            +              *          !!          .   .   .     0    !
 1975.4!                      +   *           !!          .   .  0.          !
 1976.1*                     +                !0          .   .   .          !
 1976.2!     + *                              !!          .   . 0 .          !
 1976.3!        * +                           !!          .  0.   .          !
 1976.4!       *   +                          !!          .0  .   .          !
 1977.1!          +                           !!          .   0   .          !
 1977.2!        *   +                         !!          . 0 .   .          !
 1977.3!     *     +                          !!          0   .   .          !
 1977.4!   *    +                             !!          0   .   .          !
 1978.1!       +         *                    !!          .   .   . 0        !
 1978.2!                +                     !!          .   0   .          !
 1978.3!           *   +                      !!          .0  .   .          !
 1978.4!            +                         !!          .   0   .          !
 1979.1!             +       *                !!          .   .   . 0        !
 1979.2!                   +  *               !!          .   . 0 .          !
 1979.3!             *     +                  !!          0   .   .          !
 1979.4!              + *                     !!          .   . 0 .          !
 1980.1!                +  *                  !!          .   . 0 .          !
 1980.2!                *+                    !!          .  0.   .          !
 1980.3!               + *                    !!          .   .0  .          !
 1980.4!                +*                    !!          .   .0  .          !
 1981.1!                 +    *               !!          .   .   0          !
 1981.2!                *   +                 !!          .0  .   .          !
 1981.3!               +*                     !!          .   0   .          !
 1981.4!                +       *             !!          .   .   . 0        !
 1982.1!                 *   +                !!          . 0 .   .          !
 1982.2!                 +*                   !!          .   0   .          !
 1982.3!                 +*                   !!          .   0   .          !
 1982.4!                 +   *                !!          .   .  0.          !
 1983.1!                   +                  !!          .   0   .          !
 1983.2!                  +*                  !!          .   .0  .          !
 1983.3!                  +*                  !!          .   0   .          !
 1983.4!                  +  *                !!          .   . 0 .          !
 1984.1!                   +*                 !!          .   .0  .          !
 1984.2!               *   +                  !!          .0  .   .          !
 1984.3!                +  *                  !!          .   . 0 .          !
 1984.4!                  +  *                !!          .   . 0 .          !
 1985.1!                   + *                !!          .   .0  .          !
 1985.2!                  *+                  !!          .  0.   .          !
 1985.3!                 +     *              !!          .   .   0          !
 1985.4!                  * +                 !!          .  0.   .          !
 1986.1!                 +    *               !!          .   .  0.          !
 1986.2!                   +     *            !!          .   .  0.          !
 1986.3!                     +   *            !!          .   . 0 .          !
 1986.4!                     +                *!          .   .   .      0   !
 1987.1!                      *       +       !!         0.   .   .          !
 1987.2!                    +     *           !!          .   .   0          !
 1987.3!                    * +               !!          .  0.   .          !
 1987.4!                   +                  !!          .   0   .          !
 1988.1!                  +       *           !!          .   .   .0         !
 1988.2!                      +               !!          .   0   .          !
 1988.3!                   *+                 !!          .  0.   .          !
 1988.4!                 *+                   !!          .  0.   .          !
 1989.1!                 +      *             !!          .   .   .0         !
 1989.2!                  *  +                !!          . 0 .   .          !
 1989.3!                 + *                  !!          .   .0  .          !
 1989.4!                 +        *           !!          .   .   . 0        !
 1990.1!                      +   *           !!          .   . 0 .          !
 1990.2!                      +               !!          .   0   .          !
 1990.3!                    +  *              !!          .   . 0 .          !
 1990.4!               *    +                 !!          0   .   .          !
 1991.1!             * +                      !!          .  0.   .          !
 1991.2!              +       *               !!          .   .   .0         !
 1991.3!                 *  +                 !!          . 0 .   .          !
 1991.4!                 +                    !!          .   0   .          !
 1992.1!             *   +                    !!          .0  .   .          !
 1992.2!          *   +                       !!          .0  .   .          !
 1992.3!            +  *                      !!          .   . 0 .          !
 1992.4!           *   +                      !!          .0  .   .          !
 1993.1!          *  +                        !!          . 0 .   .          !
 1993.2!             +                        !!          .   0   .          !
 1993.3!              *+                      !!          .   0   .          !
 1993.4!            *  +                      !!          . 0 .   .          !
 1994.1!              + *                     !!          .   .0  .          !
 1994.2!               *+                     !!          .  0.   .          !
 1994.3!         *      +                     !!         0.   .   .          !
 1994.4!            +  *                      !!          .   . 0 .          !
 1995.1!              * +                     !!          .  0.   .          !
 1995.2!               +                      !!          .  0.   .          !
 1995.3!                +                     !!          .   0   .          !
 1995.4!                + *                   !!          .   .0  .          !
 1996.1!                  +      *            !!          .   .   .0         !
 1996.2!                 *    +               !!          0   .   .          !
 1996.3!                 +                    !!          .   0   .          !
 1996.4!                 +   *                !!          .   .  0.          !
 1997.1!                    +                 !!          .   0   .          !
 1997.2!                   +*                 !!          .   0   .          !
 1997.3!                   + *                !!          .   .0  .          !
 1997.4!                    +   *             !!          .   .  0.          !
 1998.1!                     + *              !!          .   .0  .          !
 1998.2!                     +    *           !!          .   .  0.          !
 1998.3!                       + *            !!          .   .0  .          !
 1998.4!                      +      *        !!          .   .   .0         !
 1999.1!                       * +            !!          .  0.   .          !
 1999.2!                     +   *            !!          .   .  0.          !
 1999.3!                       +*             !!          .   .0  .          !
 1999.4!                      + *             !!          .   . 0 .          !
 2000.1!                      +   *           !!          .   . 0 .          !
 2000.2!                       +    *         !!          .   .  0.          !
 2000.3!                       * +            !!          .  0.   .          !
 2000.4!                      +     *         !!          .   .   0          !
 2001.1!                         +   *        !!          .   .  0.          !
 2001.2!                         +     *      !!          .   .   0          !
 2001.3!                           +      *   !!          .   .   .0         !
 2001.4!                            +      *  !!          .   .   .0         !
 2002.1!                             +      * !!          .   .   .0         !
 2002.2!                        *     +       !!          0   .   .          !
 2002.3!                     *+               !!          .  0.   .          !
 2002.4!                    +                 !!          .   0   .          !
 2003.1!                   +    *             !!          .   .  0.          !
 2003.2!                      +    *          !!          .   .   0          !
 2003.3!                        +      *      !!          .   .   .0         !
 2003.4!                          +  *        !!          .   . 0 .          !
 2004.1!                      *  +            !!          . 0 .   .          !
 2004.2!                     +  *             !!          .   . 0 .          !
 2004.3!                      + *             !!          .   .0  .          !
 2004.4!                   *  +               !!          . 0 .   .          !
 2005.1!               *   +                  !!          .0  .   .          !
 2005.2!               *+                     !!          .  0.   .          !
 2005.3!            *    +                    !!          .0  .   .          !
 2005.4!         *     +                      !!          0   .   .          !
 2006.1!             +*                       !!          .   0   .          !
 2006.2!               *+                     !!          .   0   .          !
 2006.3!       *        +                     !!       0  .   .   .          !
 2006.4!          *+                          !!          .  0.   .          !
 2007.1!           * +                        !!          . 0 .   .          !
 2007.2!              +*                      !!          .   .0  .          !
 2007.3!      *         +                     !!       0  .   .   .          !
 2007.4!         * +                          !!          .  0.   .          !
 2008.1!*           +                         !!      0   .   .   .          !
 2008.2!     * +                              !!          . 0 .   .          !
 2008.3!      *   +                           !!          .0  .   .          !
 2008.4!      *    +                          !!          .0  .   .          !
 2009.1!           +       *                  !!          .   .   .0         !
 2009.2!                   +        *         !!          .   .   . 0        !
 2009.3!            *           +             !!      0   .   .   .          !
 2009.4!              +         *             !!          .   .   .  0       !
 2010.1!                     *+               !!          .  0.   .          !
 2010.2!                *   +                 !!          .0  .   .          !
 2010.3!             *   +                    !!          .0  .   .          !
 2010.4!               +  *                   !!          .   . 0 .          !
 2011.1!           *      +                   !!         0.   .   .          !
 2011.2!     *        +                       !!       0  .   .   .          !
 2011.3!          +*                          !!          .   .0  .          !
 2011.4!           *   +                      !!          . 0 .   .          !
 2012.1!         *     +                      !!          0   .   .          !
 2012.2!    *        +                        !!        0 .   .   .          !
 2012.3!         *+                           !!          .  0.   .          !
 2012.4!         *   +                        !!          .0  .   .          !


     25.53 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEFI=GEPX$/FIPMM;                                                      
 GENR LAAGEFI=LOG(AAGEFI+.00001);                                             
 GENR LAGEFI=LOG(AGEFI+.00001);                                               
 LHS AAGEFI=EXP(LAAGEFI)-.00001;                                              
  EQ  576 LAAGEFI C LAGEFI(-1) PGEFI;                                         
EQUATION 631  LAAGEFI  
   RHS     C  LAGEFI(-1)  PGEFI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  631 PLOT=0;END;                                                     

Equation number =  631
**********************

Dependent variable = LAAGEFI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -1.644591454

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.053966324       0.075859912  -0.71139     1.000000
12302 LAGEFI  ( -1)       0.891894978       0.033614670  26.53291    -1.641502
12300 PGEFI   (  0)      -0.128024231       0.089931077  -1.42358     0.988704

SE of equation            =     0.061309025
Sum of squared residuals  = 0.695377353       0.190358840E-11
Average absolute error    =     0.047655146
Sum of ABS residuals      =  8.95916752    
R squared                 =   0.84899
Durbin-Watson statistic   =   2.68257
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                      +!         .    0    .         !
 1966.2!                                    + !!         .    0    .         !
 1966.3!                                   +  !!         .    .0   .         !
 1966.4!                                  + * !!         .    .  0 .         !
 1967.1!                                   +* !!         .    . 0  .         !
 1967.2!                               *   +  !!         0    .    .         !
 1967.3!                              +  *    !!         .    .   0.         !
 1967.4!                            *   +     !!         .0   .    .         !
 1968.1!                           +  *       !!         .    .  0 .         !
 1968.2!                             +        !!         .    0    .         !
 1968.3!                            +*        !!         .    .0   .         !
 1968.4!                            +  *      !!         .    .  0 .         !
 1969.1!                         *    +       !!         0    .    .         !
 1969.2!                         +     *      !!         .    .    . 0       !
 1969.3!                             *+       !!         .   0.    .         !
 1969.4!                            +       * !!         .    .    .   0     !
 1970.1!                              *   +   !!         0    .    .         !
 1970.2!                             +        !!         .   0.    .         !
 1970.3!                            +   *     !!         .    .    0         !
 1970.4!                            *  +      !!         .0   .    .         !
 1971.1!                           +*         !!         .    .0   .         !
 1971.2!                           +   *      !!         .    .    0         !
 1971.3!                        *     +       !!       0 .    .    .         !
 1971.4!                       + *            !!         .    .  0 .         !
 1972.1!                         +      *     !!         .    .    .  0      !
 1972.2!                        *     +       !!       0 .    .    .         !
 1972.3!                        +   *         !!         .    .    0         !
 1972.4!                         * +          !!         .  0 .    .         !
 1973.1!                       *+             !!         .  0 .    .         !
 1973.2!                      +  *            !!         .    .  0 .         !
 1973.3!                       +  *           !!         .    .   0.         !
 1973.4!                 *       +            !!     0   .    .    .         !
 1974.1!                 +    *               !!         .    .    .0        !
 1974.2!                     +   *            !!         .    .   0.         !
 1974.3!                        + *           !!         .    . 0  .         !
 1974.4!                         + *          !!         .    . 0  .         !
 1975.1!                   *      +           !!       0 .    .    .         !
 1975.2!                   +  *               !!         .    .   0.         !
 1975.3!                    * +               !!         .  0 .    .         !
 1975.4!                    + *               !!         .    .  0 .         !
 1976.1!                  *   +               !!         0    .    .         !
 1976.2!                 +    *               !!         .    .    .0        !
 1976.3!                   *+                 !!         .   0.    .         !
 1976.4!                  +*                  !!         .    .0   .         !
 1977.1!                  +                   !!         .    .0   .         !
 1977.2!                  + *                 !!         .    . 0  .         !
 1977.3!           *       +                  !!     0   .    .    .         !
 1977.4!           +      *                   !!         .    .    .  0      !
 1978.1!                 +                    !!         .    0    .         !
 1978.2!          *     +                     !!       0 .    .    .         !
 1978.3!           +     *                    !!         .    .    . 0       !
 1978.4!             *  +                     !!         .0   .    .         !
 1979.1!            +        *                !!         .    .    .     0   !
 1979.2!                *    +                !!        0.    .    .         !
 1979.3!                +*                    !!         .    .0   .         !
 1979.4!                *+                    !!         .   0.    .         !
 1980.1!                +        *            !!         .    .    .     0   !
 1980.2!                         +*           !!         .    .0   .         !
 1980.3!                        *+            !!         .   0.    .         !
 1980.4!                        +*            !!         .    . 0  .         !
 1981.1!                         +    *       !!         .    .    .0        !
 1981.2!                   *          +       !! 0       .    .    .         !
 1981.3!                   +  *               !!         .    .   0.         !
 1981.4!                      +  *            !!         .    .  0 .         !
 1982.1!                         +     *      !!         .    .    . 0       !
 1982.2!                              +*      !!         .    0    .         !
 1982.3!                              + *     !!         .    .  0 .         !
 1982.4!                               *+     !!         .    0    .         !
 1983.1!                              +       !!         .    0    .         !
 1983.2!                           * +        !!         . 0  .    .         !
 1983.3!                           + *        !!         .    .  0 .         !
 1983.4!                          *  +        !!         . 0  .    .         !
 1984.1!                          +       *   !!         .    .    .    0    !
 1984.2!                             *   +    !!        0.    .    .         !
 1984.3!                             + *      !!         .    .   0.         !
 1984.4!                               +*     !!         .    .0   .         !
 1985.1!                               +      *!         .    .    .  0      !
 1985.2!                                *    +!!        0.    .    .         !
 1985.3!                               +  *   !!         .    .  0 .         !
 1985.4!                             *   +    !!         .0   .    .         !
 1986.1!                            + *       !!         .    . 0  .         !
 1986.2!                            +   *     !!         .    .   0.         !
 1986.3!                               +*     !!         .    . 0  .         !
 1986.4!                             * +      !!         .   0.    .         !
 1987.1!                            +  *      !!         .    .  0 .         !
 1987.2!                            *+        !!         .   0.    .         !
 1987.3!                           +   *      !!         .    .    0         !
 1987.4!                           *  +       !!         . 0  .    .         !
 1988.1!                        * +           !!         . 0  .    .         !
 1988.2!                       +   *          !!         .    .   0.         !
 1988.3!                         *+           !!         .    0    .         !
 1988.4!                        +  *          !!         .    .  0 .         !
 1989.1!                          +   *       !!         .    .    0         !
 1989.2!                             +        !!         .    0    .         !
 1989.3!                        *   +         !!         0    .    .         !
 1989.4!                      +     *         !!         .    .    . 0       !
 1990.1!                          +   *       !!         .    .   0.         !
 1990.2!                        *   +         !!         0    .    .         !
 1990.3!                      + *             !!         .    . 0  .         !
 1990.4!                    *  +              !!         . 0  .    .         !
 1991.1!                 *  +                 !!         . 0  .    .         !
 1991.2!                +   *                 !!         .    .    0         !
 1991.3!                    +  *              !!         .    .   0.         !
 1991.4!                      +               !!         .    0    .         !
 1992.1!                *    +                !!        0.    .    .         !
 1992.2!                +                     !!         .    0    .         !
 1992.3!             * +                      !!         . 0  .    .         !
 1992.4!           *+                         !!         .   0.    .         !
 1993.1!           +         *                !!         .    .    .      0  !
 1993.2!        *           +                 !0         .    .    .         !
 1993.3!*       +                             !!     0   .    .    .         !
 1993.4! + *                                  !!         .    . 0  .         !
 1994.1!*   +                                 !!         0    .    .         !
 1994.2! +         *                          !!         .    .    .     0   !
 1994.3! *         +                          !!  0      .    .    .         !
 1994.4!  + *                                 !!         .    .  0 .         !
 1995.1!     + *                              !!         .    . 0  .         !
 1995.2!       +*                             !!         .    . 0  .         !
 1995.3!    *   +                             !!        0.    .    .         !
 1995.4!     +                                !!         .    .0   .         !
 1996.1!      + *                             !!         .    . 0  .         !
 1996.2!     *  +                             !!         .0   .    .         !
 1996.3!      + *                             !!         .    .  0 .         !
 1996.4!         +                            !!         .    0    .         !
 1997.1!       *  +                           !!         . 0  .    .         !
 1997.2!        +*                            !!         .    .0   .         !
 1997.3!          +*                          !!         .    .0   .         !
 1997.4!     *     +                          !!       0 .    .    .         !
 1998.1!       +                              !!         .    .0   .         !
 1998.2!        +   *                         !!         .    .    0         !
 1998.3!            +*                        !!         .    .0   .         !
 1998.4!             +       *                !!         .    .    .   0     !
 1999.1!                    +                 !!         .    0    .         !
 1999.2!                   + *                !!         .    . 0  .         !
 1999.3!                     +                !!         .    .0   .         !
 1999.4!                     + *              !!         .    . 0  .         !
 2000.1!                      + *             !!         .    .0   .         !
 2000.2!                      *+              !!         .  0 .    .         !
 2000.3!                      +*              !!         .    .0   .         !
 2000.4!                   *   +              !!         0    .    .         !
 2001.1!                   +*                 !!         .    .0   .         !
 2001.2!                    +*                !!         .    .0   .         !
 2001.3!                     +                !!         .    0    .         !
 2001.4!                    *+                !!         .  0 .    .         !
 2002.1!               *    +                 !!         0    .    .         !
 2002.2!                +  *                  !!         .    .  0 .         !
 2002.3!                  +  *                !!         .    .  0 .         !
 2002.4!                *   +                 !!         0    .    .         !
 2003.1!             *  +                     !!         .0   .    .         !
 2003.2!             +  *                     !!         .    .  0 .         !
 2003.3!          *    +                      !!        0.    .    .         !
 2003.4!          *+                          !!         .    0    .         !
 2004.1!           +                          !!         .    .0   .         !
 2004.2!            +                         !!         .    .0   .         !
 2004.3!           * +                        !!         .  0 .    .         !
 2004.4!          *+                          !!         .  0 .    .         !
 2005.1!          +*                          !!         .    .0   .         !
 2005.2!           +*                         !!         .    0    .         !
 2005.3!       *    +                         !!       0 .    .    .         !
 2005.4!        +                             !!         .    0    .         !
 2006.1!         +    *                       !!         .    .    .0        !
 2006.2!      *        +                      !!   0     .    .    .         !
 2006.3!     * +                              !!         . 0  .    .         !
 2006.4!   *  +                               !!         .0   .    .         !
 2007.1!     +      *                         !!         .    .    .   0     !
 2007.2!          * +                         !!         . 0  .    .         !
 2007.3!          +*                          !!         .    .0   .         !
 2007.4!        *  +                          !!         .0   .    .         !
 2008.1!      *  +                            !!         . 0  .    .         !
 2008.2! *     +                              !!       0 .    .    .         !
 2008.3*   +                                  !!         .0   .    .         !
 2008.4! +                                    !!         .    .0   .         !
 2009.1!   +        *                         !!         .    .    .     0   !
 2009.2!         *  +                         !!         .0   .    .         !
 2009.3!        *+                            !!         .   0.    .         !
 2009.4!     *   +                            !!         0    .    .         !
 2010.1! *    +                               !!        0.    .    .         !
 2010.2!   +  *                               !!         .    .  0 .         !
 2010.3!     * +                              !!         .  0 .    .         !
 2010.4!  *   +                               !!        0.    .    .         !
 2011.1!    + *                               !!         .    .  0 .         !
 2011.2!    *  +                              !!         .0   .    .         !
 2011.3!   * +                                !!         . 0  .    .         !
 2011.4! *   +                                !!         0    .    .         !
 2012.1!   +                                  !!         .    0    .         !
 2012.2! *   +                                !!         0    .    .         !
 2012.3! * +                                  !!         .  0 .    .         !
 2012.4!  *+                                  !!         .  0 .    .         !


     27.66 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITFI=ITPX$/FIPMM;                                                      
 GENR LAAITFI=LOG(AAITFI+.00001);                                             
 GENR LAITFI=LOG(AITFI+.00001);                                               
 LHS AAITFI=EXP(LAAITFI)-.00001;                                              
  EQ  577 LAAITFI C LAITFI(-1) PITFI;                                         
EQUATION 632  LAAITFI  
   RHS     C  LAITFI(-1)  PITFI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  632 PLOT=0;END;                                                     

Equation number =  632
**********************

Dependent variable = LAAITFI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.228534297

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.211859362       0.099069922  -2.13848     1.000000
12305 LAITFI  ( -1)       0.882049524       0.033880790  26.03391    -3.226419
12303 PITFI   (  0)      -0.197393471       0.089000159  -2.21790     0.865347

SE of equation            =     0.112723816
Sum of squared residuals  =  2.35073185       0.128141942E-10
Average absolute error    =     0.084107643
Sum of ABS residuals      =  15.8122369    
R squared                 =   0.83888
Durbin-Watson statistic   =   2.82796
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                   *+                 !!         .   0.    .         !
 1966.2!                    + *               !!         .    .  0 .         !
 1966.3!                 *    +               !!        0.    .    .         !
 1966.4!                  +*                  !!         .    . 0  .         !
 1967.1!                *  +                  !!         .0   .    .         !
 1967.2!                +   *                 !!         .    .    0         !
 1967.3!               *    +                 !!       0 .    .    .         !
 1967.4!        *      +                      !!    0    .    .    .         !
 1968.1!         +       *                    !!         .    .    .    0    !
 1968.2!                 +*                   !!         .    .0   .         !
 1968.3!                * +                   !!         . 0  .    .         !
 1968.4!                +                     !!         .   0.    .         !
 1969.1!                +*                    !!         .    .0   .         !
 1969.2!              *   +                   !!         0    .    .         !
 1969.3!           *   +                      !!         .0   .    .         !
 1969.4!       *     +                        !!       0 .    .    .         !
 1970.1!         +*                           !!         .    .0   .         !
 1970.2!            +                         !!         .    .0   .         !
 1970.3!             + *                      !!         .    . 0  .         !
 1970.4!              * +                     !!         . 0  .    .         !
 1971.1!            *  +                      !!         . 0  .    .         !
 1971.2!          *   +                       !!         .0   .    .         !
 1971.3!            +   *                     !!         .    .    .0        !
 1971.4!                *+                    !!         .   0.    .         !
 1972.1!           *     +                    !!      0  .    .    .         !
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 1972.4!              *+                      !!         .   0.    .         !
 1973.1!     *          +                     !!0        .    .    .         !
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 1973.3!           *    +                     !!        0.    .    .         !
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 1974.3!           +    *                     !!         .    .    .0        !
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 1976.1!              *    +                  !!       0 .    .    .         !
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 1976.3!             *  +                     !!         . 0  .    .         !
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 1978.3!                *   +                 !!         .0   .    .         !
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 1981.3!               +         *            !!         .    .    .       0 !
 1981.4!                   *     +            !!       0 .    .    .         !
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 1988.4!                                 +*   !!         .    . 0  .         !
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 1989.2!                                 + *  !!         .    . 0  .         !
 1989.3!                                 +    !!         .    0    .         !
 1989.4!                               +    * !!         .    .    0         !
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 1990.2!                                +     !!         .    .0   .         !
 1990.3!                              +  *    !!         .    .   0.         !
 1990.4!                              * +     !!         .  0 .    .         !
 1991.1!                             +     *  !!         .    .    .  0      !
 1991.2!                            *    +    !!        0.    .    .         !
 1991.3!                           +     *    !!         .    .    . 0       !
 1991.4!                              *+      !!         .   0.    .         !
 1992.1!                             + *      !!         .    .  0 .         !
 1992.2!                     *       +        !!   0     .    .    .         !
 1992.3!                    +   *             !!         .    .    0         !
 1992.4!                   *    +             !!         0    .    .         !
 1993.1!                 *  +                 !!         . 0  .    .         !
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 1993.3!                       * +            !!         .  0 .    .         !
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 1994.4!                         +*           !!         .    . 0  .         !
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 1995.2!                         +  *         !!         .    .   0.         !
 1995.3!                            +  *      !!         .    .   0.         !
 1995.4!                            * +       !!         .  0 .    .         !
 1996.1!                           +*         !!         .    .0   .         !
 1996.2!                         * +          !!         .  0 .    .         !
 1996.3!                         +*           !!         .    .0   .         !
 1996.4!                         + *          !!         .    .  0 .         !
 1997.1!                          +           !!         .   0.    .         !
 1997.2!                         +            !!         .    0    .         !
 1997.3!                        + *           !!         .    .  0 .         !
 1997.4!                          + *         !!         .    .  0 .         !
 1998.1!                         * +          !!         .  0 .    .         !
 1998.2!                        +             !!         .    0    .         !
 1998.3!                       +  *           !!         .    .   0.         !
 1998.4!                         +            !!         .    0    .         !
 1999.1!                     *  +             !!         . 0  .    .         !
 1999.2!                     +*               !!         .    .0   .         !
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 2000.1!             *     +                  !!      0  .    .    .         !
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 2000.3!                + *                   !!         .    . 0  .         !
 2000.4!                  +                   !!         .    0    .         !
 2001.1!                 *+                   !!         .   0.    .         !
 2001.2!                  +  *                !!         .    .   0.         !
 2001.3!                     +                !!         .    0    .         !
 2001.4!                  * +                 !!         . 0  .    .         !
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 2002.2!                     *   +            !!         0    .    .         !
 2002.3!                   *+                 !!         .  0 .    .         !
 2002.4!                  +*                  !!         .    .0   .         !
 2003.1!                 * +                  !!         .  0 .    .         !
 2003.2!                +                     !!         .    0    .         !
 2003.3!              * +                     !!         .  0 .    .         !
 2003.4!              +  *                    !!         .    .   0.         !
 2004.1!              *  +                    !!         .0   .    .         !
 2004.2!             *+                       !!         .    0    .         !
 2004.3!             + *                      !!         .    .  0 .         !
 2004.4!               +*                     !!         .    .0   .         !
 2005.1!              *+                      !!         .  0 .    .         !
 2005.2!             +*                       !!         .    .0   .         !
 2005.3!            * +                       !!         .  0 .    .         !
 2005.4!        *   +                         !!         0    .    .         !
 2006.1!       * +                            !!         .   0.    .         !
 2006.2!      * +                             !!         .  0 .    .         !
 2006.3!      +    *                          !!         .    .    .0        !
 2006.4!     *     +                          !!      0  .    .    .         !
 2007.1!     +           *                    !!         .    .    .         0
 2007.2!       *        +                     !!  0      .    .    .         !
 2007.3!       +    *                         !!         .    .    .0        !
 2007.4!       *   +                          !!         0    .    .         !
 2008.1*      +                               !!     0   .    .    .         !
 2008.2!+   *                                 !!         .    .    0         !
 2008.3!  * +                                 !!         .  0 .    .         !
 2008.4!  +   *                               !!         .    .   0.         !
 2009.1!     *+                               !!         .    0    .         !
 2009.2!     +                                !!         .   0.    .         !
 2009.3!   *+                                 !!         .  0 .    .         !
 2009.4!   +*                                 !!         .    .0   .         !
 2010.1!*   +                                 !!         0    .    .         !
 2010.2! +  *                                 !!         .    .   0.         !
 2010.3!   *+                                 !!         .   0.    .         !
 2010.4!   +    *                             !!         .    .    .0        !
 2011.1!   *    +                             !!       0 .    .    .         !
 2011.2!    +       *                         !!         .    .    .    0    !
 2011.3!         *  +                         !!         .0   .    .         !
 2011.4!       *  +                           !!         .0   .    .         !
 2012.1!        +     *                       !!         .    .    .  0      !
 2012.2!             *+                       !!         .  0 .    .         !
 2012.3!         *   +                        !!        0.    .    .         !
 2012.4!       * +                            !!         . 0  .    .         !


     26.60 percent of the residuals exceed 1 SE
      7.45 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEFI=NEPX$/FIPMM;                                                      
 GENR LAANEFI=LOG(AANEFI+.00001);                                             
 GENR LANEFI=LOG(ANEFI+.00001);                                               
 LHS AANEFI=EXP(LAANEFI)-.00001;                                              
  EQ  578 LAANEFI C LANEFI(-1) PNEFI;                                         
EQUATION 633  LAANEFI  
   RHS     C  LANEFI(-1)  PNEFI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  633 PLOT=0;END;                                                     

Equation number =  633
**********************

Dependent variable = LAANEFI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.097744779

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.007332044       0.058663963   0.12498     1.000000
12308 LANEFI  ( -1)       0.915407474       0.035664035  25.66752    -3.103574
12306 PNEFI   (  0)      -0.234763616       0.109250139  -2.14886     1.124714

SE of equation            =     0.079906012
Sum of squared residuals  =  1.18121959       0.645119513E-10
Average absolute error    =     0.062753255
Sum of ABS residuals      =  11.7976119    
R squared                 =   0.94805
Durbin-Watson statistic   =   2.43694
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1! *    +                               !!      0  .    .    .         !
 1966.2!  +  *                                !!         .    .    .0        !
 1966.3!      +                               !!         .    0    .         !
 1966.4!     *+                               !!         .  0 .    .         !
 1967.1!     *+                               !!         .  0 .    .         !
 1967.2!     +*                               !!         .    . 0  .         !
 1967.3!      +  *                            !!         .    .    0         !
 1967.4!     *   +                            !!      0  .    .    .         !
 1968.1!     +*                               !!         .    . 0  .         !
 1968.2!    * +                               !!         0    .    .         !
 1968.3!    +  *                              !!         .    .    .0        !
 1968.4!     * +                              !!         0    .    .         !
 1969.1!     +   *                            !!         .    .    . 0       !
 1969.2!       * +                            !!         .0   .    .         !
 1969.3!       *+                             !!         .  0 .    .         !
 1969.4!     * +                              !!         0    .    .         !
 1970.1!      +*                              !!         .    . 0  .         !
 1970.2!       *+                             !!         .    0    .         !
 1970.3!      * +                             !!         .0   .    .         !
 1970.4!    *  +                              !!       0 .    .    .         !
 1971.1!     +       *                        !!         .    .    .         0
 1971.2!           * +                        !!         0    .    .         !
 1971.3!          *+                          !!         . 0  .    .         !
 1971.4!          +*                          !!         .    . 0  .         !
 1972.1!            +                         !!         .    .0   .         !
 1972.2!        *    +                        !!     0   .    .    .         !
 1972.3!    *    +                            !!     0   .    .    .         !
 1972.4!     + *                              !!         .    .   0.         !
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 1973.3!     * +                              !!         .0   .    .         !
 1973.4!   *  +                               !!         0    .    .         !
 1974.1!    +  *                              !!         .    .    .0        !
 1974.2!       +*                             !!         .    .  0 .         !
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 1974.4!     *  +                             !!         0    .    .         !
 1975.1!*    +                                !!   0     .    .    .         !
 1975.2!+   *                                 !!         .    .    .  0      !
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 1975.4!  *  +                                !!         0    .    .         !
 1976.1*   +                                  !!       0 .    .    .         !
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 1976.3!  +  *                                !!         .    .    .0        !
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 1977.1!   +*                                 !!         .    . 0  .         !
 1977.2!    +                                 !!         .    0    .         !
 1977.3!    +   *                             !!         .    .    .  0      !
 1977.4!    *  +                              !!        0.    .    .         !
 1978.1!    +  *                              !!         .    .    . 0       !
 1978.2!     * +                              !!         .0   .    .         !
 1978.3!     +  *                             !!         .    .    .0        !
 1978.4!      * +                             !!         .0   .    .         !
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 1979.2!        *  +                          !!        0.    .    .         !
 1979.3!      * +                             !!         .0   .    .         !
 1979.4!     *+                               !!         .   0.    .         !
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 1980.2!       * +                            !!         . 0  .    .         !
 1980.3!       +                              !!         .    . 0  .         !
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 1982.4!      +                               !!         .    .0   .         !
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 1983.4!     *    +                           !!    0    .    .    .         !
 1984.1!    +    *                            !!         .    .    .   0     !
 1984.2!         + *                          !!         .    . 0  .         !
 1984.3!          *+                          !!         .   0.    .         !
 1984.4!        * +                           !!         .0   .    .         !
 1985.1!        + *                           !!         .    .  0 .         !
 1985.2!          +*                          !!         .    . 0  .         !
 1985.3!          +                           !!         .    0    .         !
 1985.4!        * +                           !!         0    .    .         !
 1986.1!       +   *                          !!         .    .    .0        !
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 1986.3!            +*                        !!         .    . 0  .         !
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 1987.2!             +                        !!         .    0    .         !
 1987.3!             +                        !!         .    0    .         !
 1987.4!           * +                        !!         .0   .    .         !
 1988.1!            +   *                     !!         .    .    .  0      !
 1988.2!              *  +                    !!         .0   .    .         !
 1988.3!              *+                      !!         . 0  .    .         !
 1988.4!              +                       !!         .   0.    .         !
 1989.1!               +                      !!         .    0    .         !
 1989.2!           *   +                      !!      0  .    .    .         !
 1989.3!          * +                         !!         . 0  .    .         !
 1989.4!          +*                          !!         .    .  0 .         !
 1990.1!            +*                        !!         .    .  0 .         !
 1990.2!          *  +                        !!        0.    .    .         !
 1990.3!          +   *                       !!         .    .    .0        !
 1990.4!           *  +                       !!        0.    .    .         !
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 1991.2!          +   *                       !!         .    .    . 0       !
 1991.3!            * +                       !!         . 0  .    .         !
 1991.4!           * +                        !!         . 0  .    .         !
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 1992.3!          +                           !!         .    0    .         !
 1992.4!       *  +                           !!         0    .    .         !
 1993.1!        +  *                          !!         .    .    .0        !
 1993.2!            +*                        !!         .    .0   .         !
 1993.3!             +*                       !!         .    0    .         !
 1993.4!             *+                       !!         . 0  .    .         !
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 1994.2!          *   +                       !!       0 .    .    .         !
 1994.3!          *+                          !!         .  0 .    .         !
 1994.4!           +                          !!         .    .0   .         !
 1995.1!            + *                       !!         .    .  0 .         !
 1995.2!              + *                     !!         .    .   0.         !
 1995.3!               * +                    !!         .0   .    .         !
 1995.4!              *+                      !!         .  0 .    .         !
 1996.1!            *  +                      !!         0    .    .         !
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 1996.3!             *+                       !!         .   0.    .         !
 1996.4!              +                       !!         .    0    .         !
 1997.1!               +   *                  !!         .    .    .   0     !
 1997.2!                    +                 !!         .    0    .         !
 1997.3!                   *+                 !!         .  0 .    .         !
 1997.4!                   *+                 !!         .   0.    .         !
 1998.1!                    +*                !!         .    . 0  .         !
 1998.2!                   * +                !!         .0   .    .         !
 1998.3!                    + *               !!         .    .   0.         !
 1998.4!                      +*              !!         .    . 0  .         !
 1999.1!                       +       *      !!         .    .    .        0!
 1999.2!                              *+      !!         .  0 .    .         !
 1999.3!                              +       !!         .    0    .         !
 1999.4!                            * +       !!         . 0  .    .         !
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 2000.2!                             *+       !!         .  0 .    .         !
 2000.3!                             +  *     !!         .    .    .0        !
 2000.4!                             *  +     !!        0.    .    .         !
 2001.1!                             +        !!         .    0    .         !
 2001.2!                              +  *    !!         .    .    .0        !
 2001.3!                                *+    !!         .   0.    .         !
 2001.4!                              * +     !!         .0   .    .         !
 2002.1!                              +*      !!         .    . 0  .         !
 2002.2!                               +*     !!         .    . 0  .         !
 2002.3!                                +*    !!         .    . 0  .         !
 2002.4!                              *  +    !!         .0   .    .         !
 2003.1!                              +       !!         .   0.    .         !
 2003.2!                              +       !!         .    .0   .         !
 2003.3!                              +*      !!         .    .0   .         !
 2003.4!                            *  +      !!         0    .    .         !
 2004.1!                            +*        !!         .    . 0  .         !
 2004.2!                             +*       !!         .    . 0  .         !
 2004.3!                           *  +       !!         .0   .    .         !
 2004.4!                          *+          !!         .  0 .    .         !
 2005.1!                          +    *      !!         .    .    .  0      !
 2005.2!                             *+       !!         .  0 .    .         !
 2005.3!                             +*       !!         .    .0   .         !
 2005.4!                            * +       !!         . 0  .    .         !
 2006.1!                           *+         !!         .  0 .    .         !
 2006.2!                           + *        !!         .    .  0 .         !
 2006.3!                            *+        !!         .  0 .    .         !
 2006.4!                            +         !!         .    .0   .         !
 2007.1!                            + *       !!         .    .   0.         !
 2007.2!                            * +       !!         .  0 .    .         !
 2007.3!                          * +         !!         .0   .    .         !
 2007.4!                       *  +           !!         0    .    .         !
 2008.1!                       +*             !!         .    . 0  .         !
 2008.2!                       *+             !!         .   0.    .         !
 2008.3!                      *+              !!         .  0 .    .         !
 2008.4!                      +               !!         .    0    .         !
 2009.1!                       +    *         !!         .    .    .    0    !
 2009.2!                            +  *      !!         .    .    0         !
 2009.3!                               +      !!         .    .0   .         !
 2009.4!                               +      !!         .    0    .         !
 2010.1!                              +  *    !!         .    .    0         !
 2010.2!                                 +  * !!         .    .    .0        !
 2010.3!                                   +  !!         .   0.    .         !
 2010.4!                                 *+   !!         . 0  .    .         !
 2011.1!                                +  *  !!         .    .    0         !
 2011.2!                                  +   !!         .   0.    .         !
 2011.3!                                 +*   !!         .    .0   .         !
 2011.4!                                 +    !!         .    0    .         !
 2012.1!                                 +    !!         .    .0   .         !
 2012.2!                                 + *  !!         .    .   0.         !
 2012.3!                                   +  *!         .    .    .0        !
 2012.4!                                     +*!         .    . 0  .         !


     31.38 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTFI=STPX$/FIPMM;                                                      
 GENR LAASTFI=LOG(AASTFI+.00001);                                             
 GENR LASTFI=LOG(ASTFI+.00001);                                               
 LHS AASTFI=EXP(LAASTFI)-.00001;                                              
  EQ  579 LAASTFI C LASTFI(-1) PSTFI;                                         
EQUATION 634  LAASTFI  
   RHS     C  LASTFI(-1)  PSTFI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  634 PLOT=0;END;                                                     

Equation number =  634
**********************

Dependent variable = LAASTFI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.724461288

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.084972708       0.045882607  -1.85196     1.000000
12311 LASTFI  ( -1)       0.910123563       0.028430918  32.01175    -3.715780
12309 PSTFI   (  0)      -0.290323231       0.099364866  -2.92179     0.887528

SE of equation            =     0.089323480
Sum of squared residuals  =  1.47605654       0.807265366E-11
Average absolute error    =     0.066913867
Sum of ABS residuals      =  12.5798069    
R squared                 =   0.97309
Durbin-Watson statistic   =   2.67023
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                      +!         .    .0   .         !
 1966.2!                                     *+!         . 0  .    .         !
 1966.3!                                     +*!         .    . 0  .         !
 1966.4!                                      +!         .   0.    .         !
 1967.1!                                    *+!!         . 0  .    .         !
 1967.2!                                    + !!         .   0.    .         !
 1967.3!                                    + !!         .    .0   .         !
 1967.4!                                    + !!         .    .0   .         !
 1968.1!                                   *+ !!         .   0.    .         !
 1968.2!                                   + *!!         .    .   0.         !
 1968.3!                                     +!!         .    0    .         !
 1968.4!                                    + !!         .  0 .    .         !
 1969.1!                                   +  !!         .    0    .         !
 1969.2!                                   +  !!         .   0.    .         !
 1969.3!                                   + *!!         .    .    0         !
 1969.4!                                   * +!!         0    .    .         !
 1970.1!                                   +* !!         .    .0   .         !
 1970.2!                                   *+ !!         .  0 .    .         !
 1970.3!                                   +  !!         .   0.    .         !
 1970.4!                                   +* !!         .    . 0  .         !
 1971.1!                                    + !!         .    0    .         !
 1971.2!                                    +*!!         .    .   0.         !
 1971.3!                                    *+!!         .  0 .    .         !
 1971.4!                                   *+ !!         .   0.    .         !
 1972.1!                                   +  !!         .  0 .    .         !
 1972.2!                                  +   !!         .    0    .         !
 1972.3!                                  +   !!         .    0    .         !
 1972.4!                                  +   !!         .   0.    .         !
 1973.1!                               * +    !!         0    .    .         !
 1973.2!                               +*     !!         .    .  0 .         !
 1973.3!                              * +     !!         0    .    .         !
 1973.4!                              + *     !!         .    .    .0        !
 1974.1!                               *+     !!         .   0.    .         !
 1974.2!                               +  *   !!         .    .    .0        !
 1974.3!                                * +   !!         0    .    .         !
 1974.4!                               +  *   !!         .    .    0         !
 1975.1!                              *  +    !!      0  .    .    .         !
 1975.2!                             + *      !!         .    .  0 .         !
 1975.3!                              +       !!         .   0.    .         !
 1975.4!                             + *      !!         .    .   0.         !
 1976.1!                              +       !!         .   0.    .         !
 1976.2!                             +*       !!         .    .   0.         !
 1976.3!                             +        !!         .    .0   .         !
 1976.4!                            *+        !!         .  0 .    .         !
 1977.1!                           + *        !!         .    .  0 .         !
 1977.2!                            *+        !!         .   0.    .         !
 1977.3!                            +*        !!         .    .  0 .         !
 1977.4!                           *+         !!         .   0.    .         !
 1978.1!                          + *         !!         .    .   0.         !
 1978.2!                         * +          !!         .0   .    .         !
 1978.3!                       +   *          !!         .    .    .  0      !
 1978.4!                         +            !!         .    0    .         !
 1979.1!                        +   *         !!         .    .    .   0     !
 1979.2!                        *  +          !!       0 .    .    .         !
 1979.3!                      * +             !!         .0   .    .         !
 1979.4!                      +  *            !!         .    .    . 0       !
 1980.1!                         +*           !!         .    .  0 .         !
 1980.2!                          +           !!         .    0    .         !
 1980.3!                          +           !!         .    0    .         !
 1980.4!                          +*          !!         .    .   0.         !
 1981.1!                           +  *       !!         .    .    .0        !
 1981.2!                           *  +       !!       0 .    .    .         !
 1981.3!                         *+           !!         . 0  .    .         !
 1981.4!                        + *           !!         .    .   0.         !
 1982.1!                         + *          !!         .    .  0 .         !
 1982.2!                          +*          !!         .    .0   .         !
 1982.3!                          *+          !!         . 0  .    .         !
 1982.4!                         +            !!         .   0.    .         !
 1983.1!                         +*           !!         .    .  0 .         !
 1983.2!                         *+           !!         .   0.    .         !
 1983.3!                         +*           !!         .    .  0 .         !
 1983.4!                          +*          !!         .    . 0  .         !
 1984.1!                         *+           !!         . 0  .    .         !
 1984.2!                         +            !!         .    .0   .         !
 1984.3!                         +*           !!         .    .0   .         !
 1984.4!                          +           !!         .    0    .         !
 1985.1!                         *+           !!         .   0.    .         !
 1985.2!                         *+           !!         .   0.    .         !
 1985.3!                         +*           !!         .    . 0  .         !
 1985.4!                       * +            !!         0    .    .         !
 1986.1!                       + *            !!         .    .    0         !
 1986.2!                   *     +            !!  0      .    .    .         !
 1986.3!                   +     *            !!         .    .    .       0 !
 1986.4!                        +*            !!         .    .  0 .         !
 1987.1!                        *+            !!         .   0.    .         !
 1987.2!                       +   *          !!         .    .    .  0      !
 1987.3!                      *   +           !!     0   .    .    .         !
 1987.4!                      +*              !!         .    .   0.         !
 1988.1!                      *+              !!         .   0.    .         !
 1988.2!                      +               !!         .    .0   .         !
 1988.3!                      +               !!         .    . 0  .         !
 1988.4!                      +*              !!         .    .  0 .         !
 1989.1!                     * +              !!         0    .    .         !
 1989.2!                     +*               !!         .    .  0 .         !
 1989.3!                *     +               !0         .    .    .         !
 1989.4!               +     *                !!         .    .    .       0 !
 1990.1!                   * +                !!         . 0  .    .         !
 1990.2!                   +                  !!         .    .0   .         !
 1990.3!                  + *                 !!         .    .   0.         !
 1990.4!                    +*                !!         .    . 0  .         !
 1991.1!                   *+                 !!         . 0  .    .         !
 1991.2!                  +*                  !!         .    .  0 .         !
 1991.3!                   + *                !!         .    .   0.         !
 1991.4!                  * +                 !!         0    .    .         !
 1992.1!                  +  *                !!         .    .    .   0     !
 1992.2!                    *+                !!         . 0  .    .         !
 1992.3!                   +                  !!         .    .0   .         !
 1992.4!              *   +                   !!   0     .    .    .         !
 1993.1!              +    *                  !!         .    .    .      0  !
 1993.2!                  +     *             !!         .    .    .         0
 1993.3!                    *  +              !!       0 .    .    .         !
 1993.4!                  *+                  !!         .  0 .    .         !
 1994.1!                  +                   !!         .    0    .         !
 1994.2!              *  +                    !!      0  .    .    .         !
 1994.3!             +                        !!         .    0    .         !
 1994.4!             +  *                     !!         .    .    . 0       !
 1995.1!               +                      !!         .  0 .    .         !
 1995.2!            * +                       !!        0.    .    .         !
 1995.3!           *+                         !!         .  0 .    .         !
 1995.4!           +    *                     !!         .    .    .       0 !
 1996.1!            *   +                     !!      0  .    .    .         !
 1996.2!            +                         !!         .    0    .         !
 1996.3!           *+                         !!         .0   .    .         !
 1996.4!           +  *                       !!         .    .    . 0       !
 1997.1!             *+                       !!         .   0.    .         !
 1997.2!              +*                      !!         .    .  0 .         !
 1997.3!            *  +                      !!       0 .    .    .         !
 1997.4!            + *                       !!         .    .   0.         !
 1998.1!            * +                       !!         . 0  .    .         !
 1998.2!            +*                        !!         .    . 0  .         !
 1998.3!             +   *                    !!         .    .    .    0    !
 1998.4!              *  +                    !!       0 .    .    .         !
 1999.1!            *+                        !!         .0   .    .         !
 1999.2!          * +                         !!         .0   .    .         !
 1999.3!        * +                           !!         0    .    .         !
 1999.4!        + *                           !!         .    .   0.         !
 2000.1!           +                          !!         .    0    .         !
 2000.2!         * +                          !!         0    .    .         !
 2000.3!        *+                            !!         .0   .    .         !
 2000.4!        + *                           !!         .    .  0 .         !
 2001.1!          +*                          !!         .    . 0  .         !
 2001.2!          *+                          !!         . 0  .    .         !
 2001.3!       *  +                           !!      0  .    .    .         !
 2001.4!       +*                             !!         .    .  0 .         !
 2002.1!        +*                            !!         .    .0   .         !
 2002.2!       * +                            !!         . 0  .    .         !
 2002.3!      *+                              !!         0    .    .         !
 2002.4!      +                               !!         .    0    .         !
 2003.1!      +                               !!         .    .0   .         !
 2003.2!     * +                              !!         .0   .    .         !
 2003.3!     +                                !!         .   0.    .         !
 2003.4!     +                                !!         .    0    .         !
 2004.1!    *+                                !!         .0   .    .         !
 2004.2! *  +                                 !!        0.    .    .         !
 2004.3!  +                                   !!         .    .0   .         !
 2004.4!   +                                  !!         .    .0   .         !
 2005.1! *  +                                 !!        0.    .    .         !
 2005.2!  +*                                  !!         .    .  0 .         !
 2005.3!  *+                                  !!         . 0  .    .         !
 2005.4!  *+                                  !!         . 0  .    .         !
 2006.1!  *+                                  !!         .    0    .         !
 2006.2!   +                                  !!         .   0.    .         !
 2006.3!  *+                                  !!         . 0  .    .         !
 2006.4!  *+                                  !!         .   0.    .         !
 2007.1!  *+                                  !!         .  0 .    .         !
 2007.2! * +                                  !!         0    .    .         !
 2007.3*  +                                   !!        0.    .    .         !
 2007.4!+*                                    !!         .    . 0  .         !
 2008.1!*+                                    !!         .0   .    .         !
 2008.2!+                                     !!         .    0    .         !
 2008.3!*+                                    !!         .  0 .    .         !
 2008.4!+  *                                  !!         .    .    .0        !
 2009.1!   +   *                              !!         .    .    .    0    !
 2009.2!     *+                               !!         .  0 .    .         !
 2009.3!    +                                 !!         .   0.    .         !
 2009.4!   +                                  !!         .    0    .         !
 2010.1!  *+                                  !!         .  0 .    .         !
 2010.2!*+                                    !!         .0   .    .         !
 2010.3+   *                                  !!         .    .    .  0      !
 2010.4!  +                                   !!         .    0    .         !
 2011.1!  +                                   !!         .    0    .         !
 2011.2!*+                                    !!         .   0.    .         !
 2011.3!+                                     !!         .    0    .         !
 2011.4!+*                                    !!         .    .  0 .         !
 2012.1* +                                    !!         . 0  .    .         !
 2012.2+ *                                    !!         .    .   0.         !
 2012.3! + *                                  !!         .    .    0         !
 2012.4!  +                                   !!         .   0.    .         !


     25.53 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKFI=UKPX$/FIPMM;                                                      
 GENR LAAUKFI=LOG(AAUKFI+.00001);                                             
 GENR LAUKFI=LOG(AUKFI+.00001);                                               
 LHS AAUKFI=EXP(LAAUKFI)-.00001;                                              
  EQ  580 LAAUKFI C LAUKFI(-1) PUKFI;                                         
EQUATION 635  LAAUKFI  
   RHS     C  LAUKFI(-1)  PUKFI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  635 PLOT=0;END;                                                     

Equation number =  635
**********************

Dependent variable = LAAUKFI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.425085822

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.011001288       0.089140208   0.12342     1.000000
12314 LAUKFI  ( -1)       0.973938978       0.016993858  57.31123    -2.415977
12312 PUKFI   (  0)      -0.085267510       0.091257239  -0.93436     0.974261

SE of equation            =     0.114418516
Sum of squared residuals  =  2.42194539       0.562816460E-11
Average absolute error    =     0.083497794
Sum of ABS residuals      =  15.6975852    
R squared                 =   0.94985
Durbin-Watson statistic   =   2.90462
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                    +*!!           .  .0 .           !
 1966.2!                                    + !!           . 0.  .           !
 1966.3!                                   +* !!           .  .0 .           !
 1966.4!                                   +  !!           .  0  .           !
 1967.1!                                  + * !!           .  . 0.           !
 1967.2!                                   *+ !!           . 0.  .           !
 1967.3!                                  +   !!           . 0.  .           !
 1967.4!                                 +*   !!           .  .0 .           !
 1968.1!                                  +   !!           .  .0 .           !
 1968.2!                                  + * !!           .  .  0           !
 1968.3!                                    +*!!           .  . 0.           !
 1968.4!                                   *+ !!           . 0.  .           !
 1969.1!                                  *+  !!           . 0.  .           !
 1969.2!                                  + * !!           .  . 0.           !
 1969.3!                                   +* !!           .  .0 .           !
 1969.4!                                    + !!           .  0  .           !
 1970.1!                                   *+ !!           . 0.  .           !
 1970.2!                                   +  !!           .  0  .           !
 1970.3!                                  +*  !!           .  .0 .           !
 1970.4!                                   +* !!           .  .0 .           !
 1971.1!                                   +* !!           .  0  .           !
 1971.2!                                   +* !!           .  .0 .           !
 1971.3!                                   +* !!           .  0  .           !
 1971.4!                                   + *!!           .  .  0           !
 1972.1!                                 *   +!!         0 .  .  .           !
 1972.2!                                 +*   !!           .  . 0.           !
 1972.3!                              *   +   !!          0.  .  .           !
 1972.4!                              +   *   !!           .  .  . 0         !
 1973.1!                                 *+   !!           . 0.  .           !
 1973.2!                               * +    !!           .0 .  .           !
 1973.3!                               + *    !!           .  . 0.           !
 1973.4!                               * +    !!           .0 .  .           !
 1974.1!                               +      *!           .  .  .     0     !
 1974.2!                          *           +0           .  .  .           !
 1974.3!                          +    *      !!           .  .  .   0       !
 1974.4!                            *  +      !!          0.  .  .           !
 1975.1!                            +         !!           .  .0 .           !
 1975.2!                            + *       !!           .  .  0           !
 1975.3!                              + *     !!           .  . 0.           !
 1975.4!                               *+     !!           .  0  .           !
 1976.1!                            *  +      !!          0.  .  .           !
 1976.2!                            +         !!           .  0  .           !
 1976.3!                            +         !!           .  0  .           !
 1976.4!                            +         !!           .  .0 .           !
 1977.1!                            +         !!           .  0  .           !
 1977.2!                            +   *     !!           .  .  . 0         !
 1977.3!                               *+     !!           .  0  .           !
 1977.4!                             * +      !!           0  .  .           !
 1978.1!                            +  *      !!           .  .  0           !
 1978.2!                               +*     !!           .  . 0.           !
 1978.3!                            *  +      !!         0 .  .  .           !
 1978.4!                           +   *      !!           .  .  .0          !
 1979.1!                         *    +       !!       0   .  .  .           !
 1979.2!                         +     *      !!           .  .  .    0      !
 1979.3!                             * +      !!           .0 .  .           !
 1979.4!                             +        !!           .  0  .           !
 1980.1!                           *+         !!           . 0.  .           !
 1980.2!                          *+          !!           . 0.  .           !
 1980.3!                         +*           !!           .  . 0.           !
 1980.4!                          +           !!           .  .0 .           !
 1981.1!                         +*           !!           .  0  .           !
 1981.2!                    *    +            !!        0  .  .  .           !
 1981.3!                    +  *              !!           .  .  .0          !
 1981.4!                      +*              !!           .  . 0.           !
 1982.1!                      *+              !!           . 0.  .           !
 1982.2!                     *+               !!           . 0.  .           !
 1982.3!                     +*               !!           .  . 0.           !
 1982.4!                     +                !!           . 0.  .           !
 1983.1!                    +*                !!           .  .0 .           !
 1983.2!                    *+                !!           . 0.  .           !
 1983.3!                    +*                !!           .  .0 .           !
 1983.4!                    +*                !!           .  .0 .           !
 1984.1!                    +*                !!           .  .0 .           !
 1984.2!                    +  *              !!           .  .  .0          !
 1984.3!                       + *            !!           .  .  0           !
 1984.4!                        +             !!           . 0.  .           !
 1985.1!                       + *            !!           .  . 0.           !
 1985.2!                       *+             !!           .0 .  .           !
 1985.3!                  *   +               !!        0  .  .  .           !
 1985.4!                 +                    !!           .  0  .           !
 1986.1!                 +   *                !!           .  .  . 0         !
 1986.2!                     +                !!           .  .0 .           !
 1986.3!                   * +                !!           .0 .  .           !
 1986.4!                   + *                !!           .  . 0.           !
 1987.1!                     +                !!           .  .0 .           !
 1987.2!                    *+                !!           .0 .  .           !
 1987.3!                    + *               !!           .  .  0           !
 1987.4!                      + *             !!           .  .  0           !
 1988.1!                      * +             !!           0  .  .           !
 1988.2!                   *  +               !!           0  .  .           !
 1988.3!                   +                  !!           . 0.  .           !
 1988.4!                  +  *                !!           .  .  0           !
 1989.1!                    +                 !!           .  0  .           !
 1989.2!                 *  +                 !!          0.  .  .           !
 1989.3!                 +*                   !!           .  .0 .           !
 1989.4!                  +*                  !!           .  . 0.           !
 1990.1!                   +*                 !!           .  .0 .           !
 1990.2!                   *+                 !!           . 0.  .           !
 1990.3!                   +                  !!           .  .0 .           !
 1990.4!                   +    *             !!           .  .  .  0        !
 1991.1!                 *     +              !!      0    .  .  .           !
 1991.2!                 +   *                !!           .  .  .  0        !
 1991.3!                  *  +                !!         0 .  .  .           !
 1991.4!                 +   *                !!           .  .  . 0         !
 1992.1!                     + *              !!           .  .  0           !
 1992.2!                     * +              !!           0  .  .           !
 1992.3!                   *+                 !!           .0 .  .           !
 1992.4!                  +  *                !!           .  .  0           !
 1993.1!                    + *               !!           .  . 0.           !
 1993.2!                      +*              !!           .  .0 .           !
 1993.3!                      + *             !!           .  . 0.           !
 1993.4!                       + *            !!           .  . 0.           !
 1994.1!                        +             !!           . 0.  .           !
 1994.2!                     * +              !!           0  .  .           !
 1994.3!                    + *               !!           .  . 0.           !
 1994.4!                     *+               !!           .  0  .           !
 1995.1!                     +*               !!           .  .0 .           !
 1995.2!                   * +                !!           0  .  .           !
 1995.3!                   +  *               !!           .  .  .0          !
 1995.4!                      + *             !!           .  . 0.           !
 1996.1!                       +              !!           . 0.  .           !
 1996.2!                       +              !!           .  0  .           !
 1996.3!                      +               !!           . 0.  .           !
 1996.4!                *     +               !!       0   .  .  .           !
 1997.1!                +  *                  !!           .  .  .0          !
 1997.2!                  *+                  !!           . 0.  .           !
 1997.3!                * +                   !!           .0 .  .           !
 1997.4!               *+                     !!           .0 .  .           !
 1998.1!               +                      !!           .  0  .           !
 1998.2!              + *                     !!           .  . 0.           !
 1998.3!               *+                     !!           .0 .  .           !
 1998.4!             * +                      !!           .0 .  .           !
 1999.1!             + *                      !!           .  .  0           !
 1999.2!              *+                      !!           .  0  .           !
 1999.3!              +*                      !!           .  .0 .           !
 1999.4!              *+                      !!           . 0.  .           !
 2000.1!            *+                        !!           .0 .  .           !
 2000.2!            +                         !!           .  0  .           !
 2000.3!            +                         !!           .  0  .           !
 2000.4!            +*                        !!           .  . 0.           !
 2001.1!             + *                      !!           .  . 0.           !
 2001.2!              *+                      !!           . 0.  .           !
 2001.3!              +                       !!           .  0  .           !
 2001.4!           *  +                       !!           0  .  .           !
 2002.1!           +                          !!           .  0  .           !
 2002.2!           +*                         !!           .  . 0.           !
 2002.3!           *+                         !!           .0 .  .           !
 2002.4!           + *                        !!           .  .  0           !
 2003.1!          *  +                        !!          0.  .  .           !
 2003.2!          +*                          !!           .  .0 .           !
 2003.3!          *+                          !!           . 0.  .           !
 2003.4!         *+                           !!           . 0.  .           !
 2004.1!       * +                            !!           0  .  .           !
 2004.2!     * +                              !!           .0 .  .           !
 2004.3!   * +                                !!           0  .  .           !
 2004.4!   + *                                !!           .  .  0           !
 2005.1!     +*                               !!           .  .0 .           !
 2005.2!    * +                               !!           0  .  .           !
 2005.3!    +                                 !!           . 0.  .           !
 2005.4!    +   *                             !!           .  .  . 0         !
 2006.1!        +*                            !!           .  .0 .           !
 2006.2!        *+                            !!           . 0.  .           !
 2006.3!     *  +                             !!          0.  .  .           !
 2006.4!     +                                !!           .  0  .           !
 2007.1!     + *                              !!           .  .  0           !
 2007.2!        +  *                          !!           .  .  .0          !
 2007.3!     *     +                          !!       0   .  .  .           !
 2007.4!     +                                !!           .  0  .           !
 2008.1!    * +                               !!           .0 .  .           !
 2008.2!    +                                 !!           . 0.  .           !
 2008.3!  * +                                 !!           .0 .  .           !
 2008.4!*  +                                  !!          0.  .  .           !
 2009.1! +  *                                 !!           .  .  .0          !
 2009.2*    +                                 !!        0  .  .  .           !
 2009.3+     *                                !!           .  .  .   0       !
 2009.4!   *  +                               !!          0.  .  .           !
 2010.1! * +                                  !!           .0 .  .           !
 2010.2! *+                                   !!           . 0.  .           !
 2010.3!  +*                                  !!           .  .0 .           !
 2010.4!*  +                                  !!          0.  .  .           !
 2011.1!+ *                                   !!           .  .  0           !
 2011.2*   +                                  !!          0.  .  .           !
 2011.3!+                                     !!           .  0  .           !
 2011.4!+                                     !!           .  0  .           !
 2012.1! +                                    !!           .  0  .           !
 2012.2* +                                    !!           0  .  .           !
 2012.3+*                                     !!           .  0  .           !
 2012.4!+                                     !!           .  0  .           !


     23.94 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASFI=ASPX$/FIPMM;                                                      
 GENR LAAASFI=LOG(AAASFI+.00001);                                             
 GENR LAASFI=LOG(AASFI+.00001);                                               
 LHS AAASFI=EXP(LAAASFI)-.00001;                                              
  EQ  581 LAAASFI C LAASFI(-1) PASFI;                                         
EQUATION 636  LAAASFI  
   RHS     C  LAASFI(-1)  PASFI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  636 PLOT=0;END;                                                     

Equation number =  636
**********************

Dependent variable = LAAASFI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.811897777

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.841386886       0.263287077  -3.19570     1.000000
12317 LAASFI  ( -1)       0.708943254       0.048499890  14.61742    -5.819008
12315 PASFI   (  0)      -0.779901416       0.213098376  -3.65982     1.083681

SE of equation            =     0.589529747
Sum of squared residuals  =  64.2958846       0.224353869E-11
Average absolute error    =     0.409818369
Sum of ABS residuals      =  77.0458534    
R squared                 =   0.67007
Durbin-Watson statistic   =   2.15284
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!        +*                            !!         .    0    .         !
 1966.2!          +    *                      !!         .    .   0.         !
 1966.3!         *     +                      !!        0.    .    .         !
 1966.4!         * +                          !!         .  0 .    .         !
 1967.1!           +   *                      !!         .    .  0 .         !
 1967.2!               +      *               !!         .    .    .0        !
 1967.3!      *             +                 !! 0       .    .    .         !
 1967.4!*        +                            !!      0  .    .    .         !
 1968.1!     +              *                 !!         .    .    .       0 !
 1968.2!                   +      *           !!         .    .    .0        !
 1968.3!      *                +              !0         .    .    .         !
 1968.4*         +                            !!     0   .    .    .         !
 1969.1!    +                *                !!         .    .    .         0
 1969.2!                    +      *          !!         .    .    .0        !
 1969.3!          *             +             !! 0       .    .    .         !
 1969.4!   *         +                        !!      0  .    .    .         !
 1970.1!        +               *             !!         .    .    .        0!
 1970.2!                       +*             !!         .    .0   .         !
 1970.3!        *              +              !! 0       .    .    .         !
 1970.4!      *     +                         !!        0.    .    .         !
 1971.1!           + *                        !!         .    . 0  .         !
 1971.2!          *    +                      !!         .0   .    .         !
 1971.3!              +               *       !!         .    .    .        0!
 1971.4!                        *   +         !!         . 0  .    .         !
 1972.1!                 *     +              !!        0.    .    .         !
 1972.2!                  +             *     !!         .    .    .      0  !
 1972.3!                            +   *     !!         .    .  0 .         !
 1972.4!              *             +         !!  0      .    .    .         !
 1973.1!             +         *              !!         .    .    .   0     !
 1973.2!              *     +                 !!         0    .    .         !
 1973.3!              +          *            !!         .    .    .    0    !
 1973.4!                      + *             !!         .    . 0  .         !
 1974.1!    *               +                 !!0        .    .    .         !
 1974.2!    * +                               !!         .  0 .    .         !
 1974.3!       +                              !!         .   0.    .         !
 1974.4!    *     +                           !!         0    .    .         !
 1975.1!  *      +                            !!        0.    .    .         !
 1975.2!       +*                             !!         .    .0   .         !
 1975.3!   *       +                          !!       0 .    .    .         !
 1975.4!  *     +                             !!         0    .    .         !
 1976.1!      +                               !!         .   0.    .         !
 1976.2!       *+                             !!         .   0.    .         !
 1976.3!        *+                            !!         .   0.    .         !
 1976.4!        *  +                          !!         . 0  .    .         !
 1977.1!        *  +                          !!         . 0  .    .         !
 1977.2!           +*                         !!         .    .0   .         !
 1977.3!          *   +                       !!         . 0  .    .         !
 1977.4!        *    +                        !!         0    .    .         !
 1978.1!        *  +                          !!         . 0  .    .         !
 1978.2!            +  *                      !!         .    .  0 .         !
 1978.3!         *       +                    !!       0 .    .    .         !
 1978.4!          *  +                        !!         . 0  .    .         !
 1979.1!           * +                        !!         .  0 .    .         !
 1979.2!             *+                       !!         .    0    .         !
 1979.3!            *   +                     !!         . 0  .    .         !
 1979.4!        *      +                      !!        0.    .    .         !
 1980.1!    *       +                         !!       0 .    .    .         !
 1980.2!         +  *                         !!         .    .  0 .         !
 1980.3!    *          +                      !!     0   .    .    .         !
 1980.4!        +*                            !!         .    0    .         !
 1981.1!         * +                          !!         . 0  .    .         !
 1981.2!           *+                         !!         .   0.    .         !
 1981.3!          * +                         !!         .   0.    .         !
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 1982.2!              *+                      !!         .   0.    .         !
 1982.3!                +       *             !!         .    .    .  0      !
 1982.4!                    *  +              !!         .  0 .    .         !
 1983.1!                    +  *              !!         .    .  0 .         !
 1983.2!                      +               !!         .    0    .         !
 1983.3!                   * +                !!         .  0 .    .         !
 1983.4!                   +   *              !!         .    .   0.         !
 1984.1!                  *   +               !!         . 0  .    .         !
 1984.2!            *      +                  !!        0.    .    .         !
 1984.3!              +                       !!         .    0    .         !
 1984.4!               + *                    !!         .    .0   .         !
 1985.1!                 +*                   !!         .    0    .         !
 1985.2!                 * +                  !!         .  0 .    .         !
 1985.3!                  +     *             !!         .    .    0         !
 1985.4!                        +*            !!         .    .0   .         !
 1986.1!                     *   +            !!         . 0  .    .         !
 1986.2!                      + *             !!         .    . 0  .         !
 1986.3!                     *   +            !!         .0   .    .         !
 1986.4!                       +              !!         .    0    .         !
 1987.1!                     *   +            !!         . 0  .    .         !
 1987.2!                       +              !!         .   0.    .         !
 1987.3!                        +             !!         .    0    .         !
 1987.4!                       * +            !!         .  0 .    .         !
 1988.1!                       *+             !!         .   0.    .         !
 1988.2!                        +  *          !!         .    .  0 .         !
 1988.3!                          +           !!         .    0    .         !
 1988.4!                        *+            !!         .   0.    .         !
 1989.1!                       *+             !!         .    0    .         !
 1989.2!                       + *            !!         .    .0   .         !
 1989.3!                        +             !!         .    0    .         !
 1989.4!                       +  *           !!         .    .  0 .         !
 1990.1!                        * +           !!         .   0.    .         !
 1990.2!                     *  +             !!         .  0 .    .         !
 1990.3!                    * +               !!         .  0 .    .         !
 1990.4!                      +*              !!         .    .0   .         !
 1991.1!                        +*            !!         .    .0   .         !
 1991.2!                         +  *         !!         .    .  0 .         !
 1991.3!                        *  +          !!         . 0  .    .         !
 1991.4!                        *+            !!         .   0.    .         !
 1992.1!                         +*           !!         .    0    .         !
 1992.2!                          +    *      !!         .    .   0.         !
 1992.3!                             *+       !!         .   0.    .         !
 1992.4!                             +        !!         .    0    .         !
 1993.1!                         *  +         !!         . 0  .    .         !
 1993.2!                         *+           !!         .   0.    .         !
 1993.3!                          +  *        !!         .    . 0  .         !
 1993.4!                         *  +         !!         . 0  .    .         !
 1994.1!                         + *          !!         .    .0   .         !
 1994.2!                           +*         !!         .    .0   .         !
 1994.3!                            +  *      !!         .    . 0  .         !
 1994.4!                             *+       !!         .    0    .         !
 1995.1!                             +        !!         .    0    .         !
 1995.2!                             +     *  !!         .    .    0         !
 1995.3!                                 +*   !!         .    0    .         !
 1995.4!                                + *   !!         .    .0   .         !
 1996.1!                                +*    !!         .    .0   .         !
 1996.2!                                +*    !!         .    . 0  .         !
 1996.3!                                + *   !!         .    . 0  .         !
 1996.4!                              *  +    !!         .  0 .    .         !
 1997.1!                             + *      !!         .    . 0  .         !
 1997.2!                              + *     !!         .    . 0  .         !
 1997.3!                               +      !!         .    .0   .         !
 1997.4!                             *+       !!         .   0.    .         !
 1998.1!                             +  *     !!         .    .  0 .         !
 1998.2!                             * +      !!         .  0 .    .         !
 1998.3!                           * +        !!         .  0 .    .         !
 1998.4!                           *+         !!         .    0    .         !
 1999.1!                         *  +         !!         . 0  .    .         !
 1999.2!                          +           !!         .    0    .         !
 1999.3!                           + *        !!         .    . 0  .         !
 1999.4!                             + *      !!         .    . 0  .         !
 2000.1!                             *+       !!         .   0.    .         !
 2000.2!                            +     *   !!         .    .    0         !
 2000.3!                               *+     !!         .   0.    .         !
 2000.4!                              +  *    !!         .    .  0 .         !
 2001.1!                             * +      !!         .  0 .    .         !
 2001.2!                            +     *   !!         .    .    0         !
 2001.3!                              * +     !!         .   0.    .         !
 2001.4!                           * +        !!         .  0 .    .         !
 2002.1!                          *+          !!         .   0.    .         !
 2002.2!                          +    *      !!         .    .   0.         !
 2002.3!                             *+       !!         .   0.    .         !
 2002.4!                             + *      !!         .    . 0  .         !
 2003.1!                            * +       !!         .  0 .    .         !
 2003.2!                            +   *     !!         .    .   0.         !
 2003.3!                              *+      !!         .   0.    .         !
 2003.4!                              +  *    !!         .    .  0 .         !
 2004.1!                               + *    !!         .    . 0  .         !
 2004.2!                               +      !!         .    0    .         !
 2004.3!                              +       !!         .    0    .         !
 2004.4!                             +*       !!         .    .0   .         !
 2005.1!                             + *      !!         .    . 0  .         !
 2005.2!                             +        !!         .    .0   .         !
 2005.3!                          *+          !!         .  0 .    .         !
 2005.4!                        +        *    !!         .    .    . 0       !
 2006.1!                             +        !!         .   0.    .         !
 2006.2!                           +   *      !!         .    .   0.         !
 2006.3!                            +   *     !!         .    .  0 .         !
 2006.4!                            +         *!         .    .    .  0      !
 2007.1!                                 +*   !!         .    .0   .         !
 2007.2!                              +   *   !!         .    .   0.         !
 2007.3!                              +   *   !!         .    .  0 .         !
 2007.4!                              +       !!         .    0    .         !
 2008.1!                           +   *      !!         .    .   0.         !
 2008.2!                           +     *    !!         .    .    0         !
 2008.3!                           +          !!         .    0    .         !
 2008.4!                       +    *         !!         .    .   0.         !
 2009.1!                      * +             !!         .  0 .    .         !
 2009.2!                     +                !!         .    0    .         !
 2009.3!                    *+                !!         .   0.    .         !
 2009.4!                   +      *           !!         .    .    0         !
 2010.1!                     * +              !!         .  0 .    .         !
 2010.2!                  +      *            !!         .    .    .0        !
 2010.3!               *     +                !!         0    .    .         !
 2010.4!              +                       !!         .    0    .         !
 2011.1!             +*                       !!         .    .0   .         !
 2011.2!            +        *                !!         .    .    .   0     !
 2011.3!                +     *               !!         .    .    0         !
 2011.4!                 + *                  !!         .    .0   .         !
 2012.1!        *      +                      !!        0.    .    .         !
 2012.2!        +         *                   !!         .    .    .  0      !
 2012.3!               +   *                  !!         .    .  0 .         !
 2012.4!                + *                   !!         .    .0   .         !


     24.47 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@@EQ  582 LAASOFI C LASOFI(-1) PSOFI;SMPL 1992.2 2012.4;OLS;EST  582 PLOT=0;EN
@@EQ  583 LAAKOFI C LAKOFI(-1) PKOFI;SMPL 1994.3 2012.4;OLS;EST  583 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEFI=BEPX$Q/FIPMM;                                                     
 GENR LAABEFI=LOG(AABEFI+.00001);                                             
 GENR LABEFI=LOG(ABEFI+.00001);                                               
 LHS AABEFI=EXP(LAABEFI)-.00001;                                              
  EQ  584 LAABEFI C LABEFI(-1) PBEFI;                                         
EQUATION 637  LAABEFI  
   RHS     C  LABEFI(-1)  PBEFI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  637 PLOT=0;END;                                                     

Equation number =  637
**********************

Dependent variable = LAABEFI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.439594840

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.941555426       0.194835069  -4.83258     1.000000
12320 LABEFI  ( -1)       0.685477276       0.053333301  12.85271    -3.439642
12318 PBEFI   (  0)      -0.147483916       0.113719398  -1.29691     0.950903

SE of equation            =     0.108257764
Sum of squared residuals  =  2.16815253      -0.165516489E-10
Average absolute error    =     0.079637418
Sum of ABS residuals      =  14.9718346    
R squared                 =   0.49240
Durbin-Watson statistic   =   2.54477
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!           *            +             !!  0       .   .   .          !
 1966.2!               +            *         !!          .   .   .       0  !
 1966.3!               *           +          !!    0     .   .   .          !
 1966.4!                  +  *                !!          .   .  0.          !
 1967.1!                     *+               !!          .  0.   .          !
 1967.2!                      + *             !!          .   . 0 .          !
 1967.3!                *       +             !!       0  .   .   .          !
 1967.4!                  +           *       !!          .   .   .      0   !
 1968.1!                  *         +         !!     0    .   .   .          !
 1968.2!                   +       *          !!          .   .   .  0       !
 1968.3!           *             +            !! 0        .   .   .          !
 1968.4!               +*                     !!          .   .0  .          !
 1969.1!                  +                   !!          .   0   .          !
 1969.2!                    +        *        !!          .   .   .   0      !
 1969.3!          *                +          !0          .   .   .          !
 1969.4!              +    *                  !!          .   .   .0         !
 1970.1!                     +                !!          .   .0  .          !
 1970.2!                 *    +               !!          0   .   .          !
 1970.3!                *  +                  !!          .0  .   .          !
 1970.4!          *       +                   !!      0   .   .   .          !
 1971.1!         *    +                       !!         0.   .   .          !
 1971.2*              +                       !! 0        .   .   .          !
 1971.3!       +       *                      !!          .   .   .  0       !
 1971.4!     *            +                   !!   0      .   .   .          !
 1972.1!           +  *                       !!          .   .  0.          !
 1972.2! *               +                    !0          .   .   .          !
 1972.3!        +     *                       !!          .   .   . 0        !
 1972.4!                *+                    !!          .  0.   .          !
 1973.1!                  +    *              !!          .   .   0          !
 1973.2!                   *   +              !!          .0  .   .          !
 1973.3!                    +  *              !!          .   . 0 .          !
 1973.4!                       +  *           !!          .   .  0.          !
 1974.1!                *        +            !!      0   .   .   .          !
 1974.2!                  +    *              !!          .   .   0          !
 1974.3!                       +              !!          .   0   .          !
 1974.4!                       +      *       !!          .   .   . 0        !
 1975.1!                            +*        !!          .   .0  .          !
 1975.2!                 *         +          !!     0    .   .   .          !
 1975.3!              *    +                  !!          0   .   .          !
 1975.4!             *   +                    !!          0   .   .          !
 1976.1!               *+                     !!          .  0.   .          !
 1976.2!             *   +                    !!          .0  .   .          !
 1976.3!                +                     !!          .   0   .          !
 1976.4!            *     +                   !!         0.   .   .          !
 1977.1!               +*                     !!          .   .0  .          !
 1977.2!                  +                   !!          .   0   .          !
 1977.3!               *   +                  !!          0   .   .          !
 1977.4!      *          +                    !!     0    .   .   .          !
 1978.1!           +                          !!          .   0   .          !
 1978.2!           *  +                       !!          .0  .   .          !
 1978.3!              + *                     !!          .   . 0 .          !
 1978.4!              *   +                   !!          .0  .   .          !
 1979.1!               * +                    !!          . 0 .   .          !
 1979.2!               * +                    !!          . 0 .   .          !
 1979.3!                *+                    !!          .  0.   .          !
 1979.4!                 *+                   !!          .  0.   .          !
 1980.1!               *   +                  !!          .0  .   .          !
 1980.2!                 *+                   !!          .  0.   .          !
 1980.3!               *  +                   !!          .0  .   .          !
 1980.4!             *   +                    !!          .0  .   .          !
 1981.1!                 + *                  !!          .   . 0 .          !
 1981.2!                 *   +                !!          0   .   .          !
 1981.3!               *   +                  !!          .0  .   .          !
 1981.4!                * +                   !!          .  0.   .          !
 1982.1!                   +                  !!          .   0   .          !
 1982.2!                     +                !!          .   0   .          !
 1982.3!                       + *            !!          .   . 0 .          !
 1982.4!                      *  +            !!          . 0 .   .          !
 1983.1!                     * +              !!          . 0 .   .          !
 1983.2!                   *  +               !!          .0  .   .          !
 1983.3!                   * +                !!          .  0.   .          !
 1983.4!                    *+                !!          .  0.   .          !
 1984.1!                     +                !!          .  0.   .          !
 1984.2!                  *   +               !!          0   .   .          !
 1984.3!                    +     *           !!          .   .   .0         !
 1984.4!                     *    +           !!          0   .   .          !
 1985.1!                      +  *            !!          .   . 0 .          !
 1985.2!                       * +            !!          . 0 .   .          !
 1985.3!                       +*             !!          .   .0  .          !
 1985.4!                     *  +             !!          . 0 .   .          !
 1986.1!                      +*              !!          .   .0  .          !
 1986.2!                       +    *         !!          .   .   0          !
 1986.3!                          *+          !!          .  0.   .          !
 1986.4!                         +       *    !!          .   .   .  0       !
 1987.1!                              *+      !!          .   0   .          !
 1987.2!                            +   *     !!          .   .  0.          !
 1987.3!                          *   +       !!          .0  .   .          !
 1987.4!                          +*          !!          .   .0  .          !
 1988.1!                          + *         !!          .   . 0 .          !
 1988.2!                          *+          !!          .  0.   .          !
 1988.3!                          +*          !!          .   . 0 .          !
 1988.4!                          + *         !!          .   .0  .          !
 1989.1!                           +      *   !!          .   .   . 0        !
 1989.2!                            *  +      !!          . 0 .   .          !
 1989.3!                           +*         !!          .   .0  .          !
 1989.4!                          +  *        !!          .   . 0 .          !
 1990.1!                           +  *       !!          .   .  0.          !
 1990.2!                      *     +         !!         0.   .   .          !
 1990.3!                      +        *      !!          .   .   .   0      !
 1990.4!                        *   +         !!          0   .   .          !
 1991.1!                   *    +             !!          0   .   .          !
 1991.2!                    +    *            !!          .   .   .0         !
 1991.3!                         +  *         !!          .   .  0.          !
 1991.4!                        * +           !!          . 0 .   .          !
 1992.1!                      * +             !!          . 0 .   .          !
 1992.2!                      +*              !!          .   0   .          !
 1992.3!                      +               !!          .   0   .          !
 1992.4!                      +               !!          .   .0  .          !
 1993.1!                  *   +               !!          0   .   .          !
 1993.2!                   +       *          !!          .   .   .  0       !
 1993.3!                          +  *        !!          .   . 0 .          !
 1993.4!                           +    *     !!          .   .   0          !
 1994.1!                        *    +        !!         0.   .   .          !
 1994.2!                 *      +             !!        0 .   .   .          !
 1994.3!                  *+                  !!          .  0.   .          !
 1994.4!                   +   *              !!          .   .  0.          !
 1995.1!                       +         *    !!          .   .   .    0     !
 1995.2!                             +        !!          .   0   .          !
 1995.3!                           + *        !!          .   .0  .          !
 1995.4!                           +  *       !!          .   . 0 .          !
 1996.1!                            +   *     !!          .   .  0.          !
 1996.2!                             +  *     !!          .   . 0 .          !
 1996.3!                            *+        !!          .  0.   .          !
 1996.4!                           +          !!          .   0   .          !
 1997.1!                          +       *   !!          .   .   .  0       !
 1997.2!                               +      *!          .   .   . 0        !
 1997.3!                                * +   !!          . 0 .   .          !
 1997.4!                         *    +       !!          0   .   .          !
 1998.1!                         +        *   !!          .   .   .  0       !
 1998.2!                               +   *  !!          .   .  0.          !
 1998.3!                               +*     !!          .   0   .          !
 1998.4!                             + *      !!          .   . 0 .          !
 1999.1!                             +        !!          .   0   .          !
 1999.2!                            + *       !!          .   . 0 .          !
 1999.3!                            +  *      !!          .   . 0 .          !
 1999.4!                             +       *!!          .   .   .  0       !
 2000.1!                                 *+   !!          .   0   .          !
 2000.2!                          *    +      !!          0   .   .          !
 2000.3!                          +*          !!          .   .0  .          !
 2000.4!                           +  *       !!          .   .  0.          !
 2001.1!                            +   *     !!          .   .  0.          !
 2001.2!                              +       !!          .   0   .          !
 2001.3!                            +   *     !!          .   .  0.          !
 2001.4!                            * +       !!          .  0.   .          !
 2002.1!                           +*         !!          .   .0  .          !
 2002.2!                           + *        !!          .   .0  .          !
 2002.3!                            +   *     !!          .   .   0          !
 2002.4!                            * +       !!          . 0 .   .          !
 2003.1!                           +  *       !!          .   .  0.          !
 2003.2!                           *+         !!          .  0.   .          !
 2003.3!                          + *         !!          .   . 0 .          !
 2003.4!                       *   +          !!          .0  .   .          !
 2004.1!                       + *            !!          .   . 0 .          !
 2004.2!                         +   *        !!          .   .   0          !
 2004.3!                            +*        !!          .   .0  .          !
 2004.4!                           +   *      !!          .   .   0          !
 2005.1!                        *   +         !!          0   .   .          !
 2005.2!                       +              !!          .   0   .          !
 2005.3!                     * +              !!          . 0 .   .          !
 2005.4!                 *    +               !!          0   .   .          !
 2006.1!                   +                  !!          .   0   .          !
 2006.2!                    +    *            !!          .   .   0          !
 2006.3!                     *  +             !!          .0  .   .          !
 2006.4!                     +     *          !!          .   .   . 0        !
 2007.1!                      *  +            !!          .0  .   .          !
 2007.2!                      + *             !!          .   .0  .          !
 2007.3!                      *+              !!          .  0.   .          !
 2007.4!                     +  *             !!          .   . 0 .          !
 2008.1!                      + *             !!          .   .0  .          !
 2008.2!                       +*             !!          .   .0  .          !
 2008.3!                       +   *          !!          .   .   0          !
 2008.4!                        *+            !!          .  0.   .          !
 2009.1!                       +   *          !!          .   .   0          !
 2009.2!                         +   *        !!          .   .   0          !
 2009.3!                          +   *       !!          .   .  0.          !
 2009.4!                           +   *      !!          .   .  0.          !
 2010.1!                           +   *      !!          .   .  0.          !
 2010.2!                            +*        !!          .   .0  .          !
 2010.3!                           +  *       !!          .   .  0.          !
 2010.4!                           + *        !!          .   . 0 .          !
 2011.1!                          + *         !!          .   . 0 .          !
 2011.2!                          +*          !!          .   .0  .          !
 2011.3!                         +            !!          .   0   .          !
 2011.4!                       *+             !!          .   0   .          !
 2012.1!                      + *             !!          .   . 0 .          !
 2012.2!                       + *            !!          .   .0  .          !
 2012.3!                        +*            !!          .   .0  .          !
 2012.4!                       + *            !!          .   .0  .          !


     20.74 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDEFI=DEPX$Q/FIPMM;                                                     
 GENR LAADEFI=LOG(AADEFI+.00001);                                             
 GENR LADEFI=LOG(ADEFI+.00001);                                               
 LHS AADEFI=EXP(LAADEFI)-.00001;                                              
  EQ  585 LAADEFI C LADEFI(-1) PDEFI;                                         
EQUATION 638  LAADEFI  
   RHS     C  LADEFI(-1)  PDEFI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  638 PLOT=0;END;                                                     

Equation number =  638
**********************

Dependent variable = LAADEFI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.175024468

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.575802063       0.149618097  -3.84848     1.000000
12323 LADEFI  ( -1)       0.720841125       0.051170858  14.08695    -3.174845
12321 PDEFI   (  0)      -0.313771783       0.123416340  -2.54238     0.990095

SE of equation            =     0.090904222
Sum of squared residuals  =  1.52876186       0.117066357E-10
Average absolute error    =     0.070050816
Sum of ABS residuals      =  13.1695534    
R squared                 =   0.62628
Durbin-Watson statistic   =   2.48229
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!              *   +                   !!          .0  .   .          !
 1966.2!             +      *                 !!          .   .   .0         !
 1966.3!                 *+                   !!          .  0.   .          !
 1966.4!               +      *               !!          .   .   . 0        !
 1967.1!             *     +                  !!        0 .   .   .          !
 1967.2!             +*                       !!          .   .0  .          !
 1967.3!              +    *                  !!          .   .   0          !
 1967.4!                 + *                  !!          .   . 0 .          !
 1968.1!                  +         *         !!          .   .   .   0      !
 1968.2!                    *   +             !!          .0  .   .          !
 1968.3!                   +          *       !!          .   .   .    0     !
 1968.4!                 *       +            !!       0  .   .   .          !
 1969.1!                +     *               !!          .   .   .0         !
 1969.2!                 *   +                !!          0   .   .          !
 1969.3!                 +         *          !!          .   .   .   0      !
 1969.4!                 *      +             !!        0 .   .   .          !
 1970.1!                 +*                   !!          .   0   .          !
 1970.2!               *  +                   !!          . 0 .   .          !
 1970.3!               *+                     !!          .  0.   .          !
 1970.4!               +*                     !!          .   0   .          !
 1971.1!               * +                    !!          . 0 .   .          !
 1971.2!                + *                   !!          .   . 0 .          !
 1971.3!             *     +                  !!         0.   .   .          !
 1971.4!             *+                       !!          .  0.   .          !
 1972.1!             *+                       !!          .  0.   .          !
 1972.2!               +*                     !!          .   .0  .          !
 1972.3!                +                     !!          .   0   .          !
 1972.4!                 +    *               !!          .   .   .0         !
 1973.1!                   *+                 !!          .  0.   .          !
 1973.2!            *    +                    !!         0.   .   .          !
 1973.3!            +  *                      !!          .   . 0 .          !
 1973.4!               +    *                 !!          .   .   0          !
 1974.1!                *  +                  !!          . 0 .   .          !
 1974.2!                +      *              !!          .   .   . 0        !
 1974.3!                      +*              !!          .   .0  .          !
 1974.4!              *      +                !!        0 .   .   .          !
 1975.1!              *+                      !!          .  0.   .          !
 1975.2!            * +                       !!          . 0 .   .          !
 1975.3!            +                         !!          .   0   .          !
 1975.4!          *  +                        !!          . 0 .   .          !
 1976.1!        *  +                          !!          . 0 .   .          !
 1976.2!        +*                            !!          .   .0  .          !
 1976.3!        *+                            !!          .   0   .          !
 1976.4!*       +                             !!        0 .   .   .          !
 1977.1!   +     *                            !!          .   .   .0         !
 1977.2!        * +                           !!          . 0 .   .          !
 1977.3!         + *                          !!          .   . 0 .          !
 1977.4!      *    +                          !!          0   .   .          !
 1978.1!       + *                            !!          .   . 0 .          !
 1978.2!           +                          !!          .   0   .          !
 1978.3!            +*                        !!          .   .0  .          !
 1978.4!             +                        !!          .   0   .          !
 1979.1!             +    *                   !!          .   .   0          !
 1979.2!             *    +                   !!         0.   .   .          !
 1979.3!           *  +                       !!          .0  .   .          !
 1979.4!             +*                       !!          .   .0  .          !
 1980.1!                +   *                 !!          .   .  0.          !
 1980.2!              *     +                 !!         0.   .   .          !
 1980.3!                +*                    !!          .   .0  .          !
 1980.4!                  +  *                !!          .   . 0 .          !
 1981.1!                     +                !!          .   0   .          !
 1981.2!              *       +               !!       0  .   .   .          !
 1981.3!              +*                      !!          .   0   .          !
 1981.4!               *+                     !!          .  0.   .          !
 1982.1!                +  *                  !!          .   . 0 .          !
 1982.2!                    +                 !!          .   0   .          !
 1982.3!                     +  *             !!          .   .  0.          !
 1982.4!                     * +              !!          . 0 .   .          !
 1983.1!                    *+                !!          .  0.   .          !
 1983.2!                     +*               !!          .   .0  .          !
 1983.3!                    * +               !!          .  0.   .          !
 1983.4!                  *  +                !!          .0  .   .          !
 1984.1!                   +                  !!          .   .0  .          !
 1984.2!                   * +                !!          . 0 .   .          !
 1984.3!                    +*                !!          .   .0  .          !
 1984.4!                *     +               !!         0.   .   .          !
 1985.1!                * +                   !!          .  0.   .          !
 1985.2!                  +*                  !!          .   0   .          !
 1985.3!                    +                 !!          .   .0  .          !
 1985.4!                  * +                 !!          . 0 .   .          !
 1986.1!                 *+                   !!          .   0   .          !
 1986.2!                  +  *                !!          .   .  0.          !
 1986.3!                   * +                !!          .  0.   .          !
 1986.4!                   +   *              !!          .   .  0.          !
 1987.1!                 *    +               !!          0   .   .          !
 1987.2!                 +*                   !!          .   .0  .          !
 1987.3!                  +                   !!          .  0.   .          !
 1987.4!                  +   *               !!          .   .  0.          !
 1988.1!                     +                !!          .  0.   .          !
 1988.2!                    *+                !!          .  0.   .          !
 1988.3!                *    +                !!          0   .   .          !
 1988.4!                  +       *           !!          .   .   .  0       !
 1989.1!                 *       +            !!        0 .   .   .          !
 1989.2!                   +*                 !!          .   .0  .          !
 1989.3!                   *+                 !!          .  0.   .          !
 1989.4!                  +   *               !!          .   .  0.          !
 1990.1!                     +                !!          .   0   .          !
 1990.2!                     +                !!          .   0   .          !
 1990.3!                    +   *             !!          .   .  0.          !
 1990.4!                  *    +              !!          0   .   .          !
 1991.1!                  +*                  !!          .   .0  .          !
 1991.2!                  +       *           !!          .   .   . 0        !
 1991.3!                        +      *      !!          .   .   .0         !
 1991.4!                          * +         !!          .  0.   .          !
 1992.1!                     *   +            !!          .0  .   .          !
 1992.2!              *     +                 !!        0 .   .   .          !
 1992.3!              +   *                   !!          .   .  0.          !
 1992.4!                 +*                   !!          .   .0  .          !
 1993.1!                * +                   !!          . 0 .   .          !
 1993.2!                 +       *            !!          .   .   .  0       !
 1993.3!                         +            !!          .   0   .          !
 1993.4!                        + *           !!          .   . 0 .          !
 1994.1!                         +     *      !!          .   .   . 0        !
 1994.2!                       *     +        !!         0.   .   .          !
 1994.3!                      +*              !!          .   .0  .          !
 1994.4!                      +         *     !!          .   .   .   0      !
 1995.1!                             + *      !!          .   .0  .          !
 1995.2!                   *        +         !!       0  .   .   .          !
 1995.3!                    +  *              !!          .   .  0.          !
 1995.4!                      +       *       !!          .   .   . 0        !
 1996.1!                       *   +          !!          0   .   .          !
 1996.2!                 *    +               !!          0   .   .          !
 1996.3!                   +  *               !!          .   .  0.          !
 1996.4!                      +   *           !!          .   .  0.          !
 1997.1!                        *+            !!          .  0.   .          !
 1997.2!                        +   *         !!          .   .  0.          !
 1997.3!                         * +          !!          .  0.   .          !
 1997.4!                         +     *      !!          .   .   . 0        !
 1998.1!                             + *      !!          .   .0  .          !
 1998.2!                             +        !!          .   0   .          !
 1998.3!                           +     *    !!          .   .   .0         !
 1998.4!                              +  *    !!          .   .  0.          !
 1999.1!                              +       !!          .   0   .          !
 1999.2!                            +    *    !!          .   .   0          !
 1999.3!                              +       *!          .   .   . 0        !
 1999.4!                                  +*  !!          .   .0  .          !
 2000.1!                                +   * !!          .   .  0.          !
 2000.2!                                 +*   !!          .   .0  .          !
 2000.3!                                +  *  !!          .   .  0.          !
 2000.4!                                +  *  !!          .   . 0 .          !
 2001.1!                               *+     !!          .  0.   .          !
 2001.2!                         *   +        !!          .0  .   .          !
 2001.3!                         + *          !!          .   . 0 .          !
 2001.4!                          +         * !!          .   .   .    0     !
 2002.1!                                 +  * !!          .   . 0 .          !
 2002.2!                                +   * !!          .   .  0.          !
 2002.3!                                +  *  !!          .   . 0 .          !
 2002.4!                               +      !!          .   0   .          !
 2003.1!                            + *       !!          .   . 0 .          !
 2003.2!                           +   *      !!          .   .  0.          !
 2003.3!                            +         !!          .   0   .          !
 2003.4!                         +  *         !!          .   . 0 .          !
 2004.1!                  *       +           !!        0 .   .   .          !
 2004.2!                  +*                  !!          .   .0  .          !
 2004.3!                   +     *            !!          .   .   .0         !
 2004.4!                *      +              !!        0 .   .   .          !
 2005.1!            *   +                     !!          .0  .   .          !
 2005.2!              +        *              !!          .   .   .   0      !
 2005.3!       *              +               !!  0       .   .   .          !
 2005.4!          +  *                        !!          .   . 0 .          !
 2006.1!               +*                     !!          .   .0  .          !
 2006.2!        *        +                    !!       0  .   .   .          !
 2006.3!           +  *                       !!          .   . 0 .          !
 2006.4!               +     *                !!          .   .   .0         !
 2007.1!         *          +                 !!     0    .   .   .          !
 2007.2!            +   *                     !!          .   .  0.          !
 2007.3!          *      +                    !!         0.   .   .          !
 2007.4! *          +                         !!     0    .   .   .          !
 2008.1!     *+                               !!          .  0.   .          !
 2008.2!    *   +                             !!          0   .   .          !
 2008.3*       +                              !!       0  .   .   .          !
 2008.4!     +                                !!          .   .0  .          !
 2009.1!         +       *                    !!          .   .   .  0       !
 2009.2!                * +                   !!          .  0.   .          !
 2009.3!                 +   *                !!          .   .  0.          !
 2009.4! *                  +                 !0          .   .   .          !
 2010.1!      +       *                       !!          .   .   . 0        !
 2010.2!        *       +                     !!       0  .   .   .          !
 2010.3!           *+                         !!          .  0.   .          !
 2010.4!        *     +                       !!          0   .   .          !
 2011.1!          * +                         !!          . 0 .   .          !
 2011.2!        *    +                        !!         0.   .   .          !
 2011.3!       *   +                          !!          0   .   .          !
 2011.4!         * +                          !!          . 0 .   .          !
 2012.1!       *    +                         !!         0.   .   .          !
 2012.2!     *     +                          !!         0.   .   .          !
 2012.3!          +   *                       !!          .   .   0          !
 2012.4!                + *                   !!          .   . 0 .          !


     31.91 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOFI=NOPX$Q/FIPMM;                                                     
 GENR LAANOFI=LOG(AANOFI+.00001);                                             
 GENR LANOFI=LOG(ANOFI+.00001);                                               
 LHS AANOFI=EXP(LAANOFI)-.00001;                                              
  EQ  586 LAANOFI C LANOFI(-1) PNOFI;                                         
EQUATION 639  LAANOFI  
   RHS     C  LANOFI(-1)  PNOFI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  639 PLOT=0;END;                                                     

Equation number =  639
**********************

Dependent variable = LAANOFI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.184189835

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.718610031       0.126874031  -5.66396     1.000000
12326 LANOFI  ( -1)       0.617475601       0.059705424  10.34204    -3.182020
12324 PNOFI   (  0)      -0.599086975       0.115466102  -5.18842     0.835872

SE of equation            =     0.202395137
Sum of squared residuals  =  7.57830145      -0.387334609E-11
Average absolute error    =     0.158446655
Sum of ABS residuals      =  29.7879711    
R squared                 =   0.77204
Durbin-Watson statistic   =   2.39193
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!               +                      !!         .    .0   .         !
 1966.2!                * +                   !!         . 0  .    .         !
 1966.3!                  +  *                !!         .    .   0.         !
 1966.4!            *        +                !!  0      .    .    .         !
 1967.1!                +*                    !!         .    . 0  .         !
 1967.2!                 * +                  !!         .  0 .    .         !
 1967.3!                   +                  !!         .    0    .         !
 1967.4!                    +*                !!         .    . 0  .         !
 1968.1!                 *   +                !!         0    .    .         !
 1968.2!                   +*                 !!         .    .0   .         !
 1968.3!                    +                 !!         .    0    .         !
 1968.4!                   * +                !!         .  0 .    .         !
 1969.1!                    +  *              !!         .    .  0 .         !
 1969.2!                       + *            !!         .    .  0 .         !
 1969.3!                        +*            !!         .    .0   .         !
 1969.4!                       *+             !!         .  0 .    .         !
 1970.1!                   *   +              !!         0    .    .         !
 1970.2!                     +                !!         .    .0   .         !
 1970.3!                    * +               !!         . 0  .    .         !
 1970.4!                   * +                !!         .  0 .    .         !
 1971.1!                    +                 !!         .   0.    .         !
 1971.2!                    *+                !!         .    0    .         !
 1971.3!                     +  *             !!         .    .   0.         !
 1971.4!                    *   +             !!         0    .    .         !
 1972.1!                      +               !!         .    .0   .         !
 1972.2!                       +  *           !!         .    .   0.         !
 1972.3!                         + *          !!         .    .  0 .         !
 1972.4!                 *        +           !!   0     .    .    .         !
 1973.1!                    +  *              !!         .    .   0.         !
 1973.2!                    *  +              !!         .0   .    .         !
 1973.3!                     + *              !!         .    .  0 .         !
 1973.4!                       +              !!         .    0    .         !
 1974.1!                      +   *           !!         .    .    0         !
 1974.2!                        +  *          !!         .    .    0         !
 1974.3!                       *+             !!         .  0 .    .         !
 1974.4!                  *   +               !!         .0   .    .         !
 1975.1!                   +        *         !!         .    .    .       0 !
 1975.2!                   *     +            !!      0  .    .    .         !
 1975.3!                   +*                 !!         .    .0   .         !
 1975.4!                   *+                 !!         .  0 .    .         !
 1976.1!                   + *                !!         .    . 0  .         !
 1976.2!                  * +                 !!         . 0  .    .         !
 1976.3!                 +   *                !!         .    .    0         !
 1976.4!                 *  +                 !!         . 0  .    .         !
 1977.1!                 +     *              !!         .    .    . 0       !
 1977.2!                    *+                !!         .  0 .    .         !
 1977.3!                   +          *       !!         .    .    .         0
 1977.4!                          +     *     !!         .    .    .  0      !
 1978.1!                  *         +         !! 0       .    .    .         !
 1978.2!                   +    *             !!         .    .    .  0      !
 1978.3!                       + *            !!         .    . 0  .         !
 1978.4!                    *   +             !!         0    .    .         !
 1979.1!                    + *               !!         .    . 0  .         !
 1979.2!                      + *             !!         .    .  0 .         !
 1979.3!                     * +              !!         .  0 .    .         !
 1979.4!              *     +                 !!      0  .    .    .         !
 1980.1!               +*                     !!         .    .0   .         !
 1980.2!                + *                   !!         .    . 0  .         !
 1980.3!                 + *                  !!         .    .  0 .         !
 1980.4!             *   +                    !!         0    .    .         !
 1981.1!              +     *                 !!         .    .    .  0      !
 1981.2!                  +*                  !!         .    .0   .         !
 1981.3!                +                     !!         .    .0   .         !
 1981.4!              *+                      !!         .   0.    .         !
 1982.1!             +     *                  !!         .    .    . 0       !
 1982.2!            *    +                    !!      0  .    .    .         !
 1982.3!             +    *                   !!         .    .    . 0       !
 1982.4!             *   +                    !!         0    .    .         !
 1983.1!              + *                     !!         .    .  0 .         !
 1983.2!                +     *               !!         .    .    .  0      !
 1983.3!                    +*                !!         .    .0   .         !
 1983.4!                   +    *             !!         .    .    . 0       !
 1984.1!                 *  +                 !!         .0   .    .         !
 1984.2!             *  +                     !!         0    .    .         !
 1984.3!              +   *                   !!         .    .    0         !
 1984.4!                *+                    !!         .   0.    .         !
 1985.1!               + *                    !!         .    . 0  .         !
 1985.2!               *+                     !!         .   0.    .         !
 1985.3!               +   *                  !!         .    .    0         !
 1985.4!                 +                    !!         .    0    .         !
 1986.1!                  +*                  !!         .    .0   .         !
 1986.2!                   *+                 !!         .   0.    .         !
 1986.3!                      +               !!         .    .0   .         !
 1986.4!              *        +              !! 0       .    .    .         !
 1987.1!                  +    *              !!         .    .    .0        !
 1987.2!                     *  +             !!         .0   .    .         !
 1987.3!                      +  *            !!         .    .  0 .         !
 1987.4!                 *       +            !!    0    .    .    .         !
 1988.1!                    +*                !!         .    .0   .         !
 1988.2!                       +*             !!         .    .0   .         !
 1988.3!                         +            !!         .    .0   .         !
 1988.4!                  *       +           !!    0    .    .    .         !
 1989.1!                    +*                !!         .    .0   .         !
 1989.2!                    * +               !!         . 0  .    .         !
 1989.3!                      +  *            !!         .    .   0.         !
 1989.4!                 *      +             !!     0   .    .    .         !
 1990.1!                    +*                !!         .    . 0  .         !
 1990.2!                       +    *         !!         .    .    . 0       !
 1990.3!                          +  *        !!         .    .   0.         !
 1990.4!                          +     *     !!         .    .    .  0      !
 1991.1!                             +  *     !!         .    .    0         !
 1991.2!                             +  *     !!         .    .   0.         !
 1991.3!                             +        *!         .    .    .      0  !
 1991.4!                                *+    !!         .   0.    .         !
 1992.1!                              + *     !!         .    .  0 .         !
 1992.2!                              +       !!         .    0    .         !
 1992.3!                            +   *     !!         .    .    0         !
 1992.4!                             + *      !!         .    . 0  .         !
 1993.1!                             +      * !!         .    .    .    0    !
 1993.2!                              *  +    !!         . 0  .    .         !
 1993.3!                             +     *  !!         .    .    .  0      !
 1993.4!                                + *   !!         .    . 0  .         !
 1994.1!                                +   * !!         .    .    0         !
 1994.2!                                 +    *!         .    .    . 0       !
 1994.3!                                  +*  !!         .    . 0  .         !
 1994.4!                               * +    !!         .  0 .    .         !
 1995.1!                              +*      !!         .    . 0  .         !
 1995.2!                              +  *    !!         .    .    0         !
 1995.3!                               +  *   !!         .    .  0 .         !
 1995.4!                          *     +     !!       0 .    .    .         !
 1996.1!                           +  *       !!         .    .   0.         !
 1996.2!                           * +        !!         .  0 .    .         !
 1996.3!                         * +          !!         . 0  .    .         !
 1996.4!                         + *          !!         .    .  0 .         !
 1997.1!                          *+          !!         .   0.    .         !
 1997.2!                          *+          !!         .   0.    .         !
 1997.3!                          +  *        !!         .    .   0.         !
 1997.4!                       *    +         !!       0 .    .    .         !
 1998.1!                         +    *       !!         .    .    .0        !
 1998.2!                             +*       !!         .    .0   .         !
 1998.3!                            * +       !!         .  0 .    .         !
 1998.4!                          *  +        !!         .0   .    .         !
 1999.1!                           *+         !!         .    0    .         !
 1999.2!                         *  +         !!         . 0  .    .         !
 1999.3!                          +*          !!         .    . 0  .         !
 1999.4!                       *  +           !!         .0   .    .         !
 2000.1!                    *  +              !!         .0   .    .         !
 2000.2!                     +*               !!         .    . 0  .         !
 2000.3!                     +   *            !!         .    .    0         !
 2000.4!                       +              !!         .    0    .         !
 2001.1!                      *+              !!         .   0.    .         !
 2001.2!                  *  +                !!         .0   .    .         !
 2001.3!                    +   *             !!         .    .    0         !
 2001.4!                    *   +             !!         0    .    .         !
 2002.1!                     +                !!         .   0.    .         !
 2002.2!                      + *             !!         .    .  0 .         !
 2002.3!                      *+              !!         .  0 .    .         !
 2002.4!                  *   +               !!        0.    .    .         !
 2003.1!                  *+                  !!         .   0.    .         !
 2003.2!                  * +                 !!         .0   .    .         !
 2003.3!                   *+                 !!         .   0.    .         !
 2003.4!                *   +                 !!        0.    .    .         !
 2004.1!              *   +                   !!        0.    .    .         !
 2004.2!            *    +                    !!        0.    .    .         !
 2004.3!               +*                     !!         .    . 0  .         !
 2004.4!       *         +                    !! 0       .    .    .         !
 2005.1!          *+                          !!         .   0.    .         !
 2005.2!         *  +                         !!         .0   .    .         !
 2005.3!         * +                          !!         .  0 .    .         !
 2005.4*          +                           !0         .    .    .         !
 2006.1!   +   *                              !!         .    .    0         !
 2006.2!       +     *                        !!         .    .    . 0       !
 2006.3!          *+                          !!         .  0 .    .         !
 2006.4!  *       +                           !!   0     .    .    .         !
 2007.1!      +                               !!         .    .0   .         !
 2007.2!    *   +                             !!         0    .    .         !
 2007.3!*     +                               !!      0  .    .    .         !
 2007.4! * +                                  !!         .  0 .    .         !
 2008.1!  + *                                 !!         .    . 0  .         !
 2008.2!* +                                   !!         . 0  .    .         !
 2008.3! +       *                            !!         .    .    .      0  !
 2008.4!    *     +                           !!      0  .    .    .         !
 2009.1!       + *                            !!         .    . 0  .         !
 2009.2!       *   +                          !!        0.    .    .         !
 2009.3!          +                           !!         .    .0   .         !
 2009.4!        *  +                          !!         .0   .    .         !
 2010.1!    *    +                            !!        0.    .    .         !
 2010.2!       + *                            !!         .    .  0 .         !
 2010.3!    *    +                            !!       0 .    .    .         !
 2010.4!      +*                              !!         .    . 0  .         !
 2011.1!      +       *                       !!         .    .    .    0    !
 2011.2!         *+                           !!         .   0.    .         !
 2011.3!  *    +                              !!       0 .    .    .         !
 2011.4!   +     *                            !!         .    .    .  0      !
 2012.1!      +     *                         !!         .    .    .  0      !
 2012.2!        *+                            !!         .   0.    .         !
 2012.3!      +  *                            !!         .    .  0 .         !
 2012.4!  *   +                               !!         0    .    .         !


     28.19 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@EQ   587 LAASWFI C LASWFI(-1) PSWFI;SMPL 1966.1 2012.4;OLS;EST  587 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGRFI=GRPX$Q/FIPMM;                                                     
 GENR LAAGRFI=LOG(AAGRFI+.00001);                                             
 GENR LAGRFI=LOG(AGRFI+.00001);                                               
 LHS AAGRFI=EXP(LAAGRFI)-.00001;                                              
  EQ  588 LAAGRFI C LAGRFI(-1) PGRFI;                                         
EQUATION 640  LAAGRFI  
   RHS     C  LAGRFI(-1)  PGRFI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  640 PLOT=0;END;                                                     

Equation number =  640
**********************

Dependent variable = LAAGRFI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.419573016

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.808412344       0.458984419  -3.94003     1.000000
12329 LAGRFI  ( -1)       0.464195080       0.064913210   7.15101    -6.420390
12327 PGRFI   (  0)      -1.647878239       0.447661236  -3.68108     0.989665

SE of equation            =     0.535640876
Sum of squared residuals  =  53.0785624       0.365139030E-10
Average absolute error    =     0.412643182
Sum of ABS residuals      =  77.5769183    
R squared                 =   0.36887
Durbin-Watson statistic   =   2.25217
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                +                     !!          .   0   .          !
 1966.2!               +                      !!          .   0   .          !
 1966.3!               +                      !!          .   0   .          !
 1966.4!               +  *                   !!          .   . 0 .          !
 1967.1!             *  +                     !!          . 0 .   .          !
 1967.2!              +                       !!          .   0   .          !
 1967.3!              +    *                  !!          .   .  0.          !
 1967.4!                +  *                  !!          .   .0  .          !
 1968.1!                +                     !!          .   0   .          !
 1968.2!     *         +                      !!        0 .   .   .          !
 1968.3!          +   *                       !!          .   .  0.          !
 1968.4!             *+                       !!          .   0   .          !
 1969.1!             *+                       !!          .   0   .          !
 1969.2!     *        +                       !!        0 .   .   .          !
 1969.3!          +   *                       !!          .   .  0.          !
 1969.4!         *     +                      !!          0   .   .          !
 1970.1!             +                        !!          .   0   .          !
 1970.2!               +*                     !!          .   .0  .          !
 1970.3!           *    +                     !!          .0  .   .          !
 1970.4!     *        +                       !!        0 .   .   .          !
 1971.1!           +   *                      !!          .   .  0.          !
 1971.2!         *      +                     !!          0   .   .          !
 1971.3!              +                       !!          .   0   .          !
 1971.4!            *   +                     !!          .0  .   .          !
 1972.1!               +*                     !!          .   .0  .          !
 1972.2!            *    +                    !!          .0  .   .          !
 1972.3!         *     +                      !!          0   .   .          !
 1972.4!            +*                        !!          .   .0  .          !
 1973.1!            +    *                    !!          .   .  0.          !
 1973.2!           *  +                       !!          . 0 .   .          !
 1973.3!       *   +                          !!          .0  .   .          !
 1973.4!       +   *                          !!          .   .  0.          !
 1974.1*          +                           !!       0  .   .   .          !
 1974.2!      +     *                         !!          .   .   0          !
 1974.3!    *       +                         !!         0.   .   .          !
 1974.4!     *    +                           !!          .0  .   .          !
 1975.1!      *    +                          !!          .0  .   .          !
 1975.2!     *      +                         !!         0.   .   .          !
 1975.3!  *        +                          !!        0 .   .   .          !
 1975.4!  *       +                           !!         0.   .   .          !
 1976.1!    *     +                           !!          0   .   .          !
 1976.2!     *   +                            !!          .0  .   .          !
 1976.3!   *      +                           !!         0.   .   .          !
 1976.4!    *  +                              !!          . 0 .   .          !
 1977.1!*       +                             !!         0.   .   .          !
 1977.2!    * +                               !!          . 0 .   .          !
 1977.3!   *    +                             !!          .0  .   .          !
 1977.4!  *    +                              !!          .0  .   .          !
 1978.1!        +    *                        !!          .   .  0.          !
 1978.2!    *         +                       !!       0  .   .   .          !
 1978.3!          + *                         !!          .   .0  .          !
 1978.4!              +    *                  !!          .   .   0          !
 1979.1!   *            +                     !!      0   .   .   .          !
 1979.2!         + *                          !!          .   .0  .          !
 1979.3!             +      *                 !!          .   .   .0         !
 1979.4!                +                     !!          .   0   .          !
 1980.1!   *           +                      !!      0   .   .   .          !
 1980.2!          +          *                !!          .   .   .   0      !
 1980.3!         *        +                   !!         0.   .   .          !
 1980.4!            +    *                    !!          .   .  0.          !
 1981.1!      *        +                      !!        0 .   .   .          !
 1981.2!        *  +                          !!          . 0 .   .          !
 1981.3!        +       *                     !!          .   .   .0         !
 1981.4!              +                       !!          .   0   .          !
 1982.1!          *   +                       !!          .0  .   .          !
 1982.2!            * +                       !!          .  0.   .          !
 1982.3!           *  +                       !!          . 0 .   .          !
 1982.4!             +                        !!          .   0   .          !
 1983.1!                +         *           !!          .   .   .  0       !
 1983.2!             *       +                !!        0 .   .   .          !
 1983.3!       *       +                      !!         0.   .   .          !
 1983.4!            + *                       !!          .   .0  .          !
 1984.1!               +   *                  !!          .   .  0.          !
 1984.2!                  +  *                !!          .   . 0 .          !
 1984.3!                  +                   !!          .   0   .          !
 1984.4!              *  +                    !!          . 0 .   .          !
 1985.1!              + *                     !!          .   .0  .          !
 1985.2!               +  *                   !!          .   .0  .          !
 1985.3!                +    *                !!          .   .  0.          !
 1985.4!                   +*                 !!          .   .0  .          !
 1986.1!           *       +                  !!         0.   .   .          !
 1986.2!               +      *               !!          .   .   .0         !
 1986.3!                     +*               !!          .   .0  .          !
 1986.4!                   *+                 !!          .  0.   .          !
 1987.1!                    + *               !!          .   . 0 .          !
 1987.2!                     +  *             !!          .   . 0 .          !
 1987.3!                      +*              !!          .   .0  .          !
 1987.4!                      +   *           !!          .   .  0.          !
 1988.1!               *       +              !!         0.   .   .          !
 1988.2!                +   *                 !!          .   .  0.          !
 1988.3!                    + *               !!          .   .0  .          !
 1988.4!                    +  *              !!          .   . 0 .          !
 1989.1!                     +                !!          .   0   .          !
 1989.2!                    +   *             !!          .   .  0.          !
 1989.3!                     +                !!          .   0   .          !
 1989.4!                  +     *             !!          .   .   0          !
 1990.1!                     +     *          !!          .   .   0          !
 1990.2!                       +*             !!          .   0   .          !
 1990.3!                 *   +                !!          . 0 .   .          !
 1990.4!                  +   *               !!          .   .  0.          !
 1991.1!                     +      *         !!          .   .   .0         !
 1991.2!                       + *            !!          .   . 0 .          !
 1991.3!                      +    *          !!          .   .  0.          !
 1991.4!                      *+              !!          .  0.   .          !
 1992.1!                     +     *          !!          .   .   0          !
 1992.2!                      *+              !!          .  0.   .          !
 1992.3!                    +  *              !!          .   . 0 .          !
 1992.4!                    + *               !!          .   .0  .          !
 1993.1!                     +*               !!          .   .0  .          !
 1993.2!                     +*               !!          .   0   .          !
 1993.3!                     + *              !!          .   .0  .          !
 1993.4!                     +   *            !!          .   .  0.          !
 1994.1!                *      +              !!          0   .   .          !
 1994.2!                  +  *                !!          .   . 0 .          !
 1994.3!                     +   *            !!          .   .  0.          !
 1994.4!                      +  *            !!          .   .0  .          !
 1995.1!                      + *             !!          .   .0  .          !
 1995.2!                      +               !!          .   0   .          !
 1995.3!                     + *              !!          .   .0  .          !
 1995.4!              *      +                !!          0   .   .          !
 1996.1!                 +     *              !!          .   .   0          !
 1996.2!                     + *              !!          .   .0  .          !
 1996.3!                 *   +                !!          . 0 .   .          !
 1996.4!                  +   *               !!          .   .  0.          !
 1997.1!                    +*                !!          .   .0  .          !
 1997.2!                     +                !!          .   0   .          !
 1997.3!                    +                 !!          .   0   .          !
 1997.4!                    + *               !!          .   .0  .          !
 1998.1!                   * +                !!          .  0.   .          !
 1998.2!                *   +                 !!          . 0 .   .          !
 1998.3!                  +                   !!          .   0   .          !
 1998.4!                  *+                  !!          .   0   .          !
 1999.1!                 * +                  !!          . 0 .   .          !
 1999.2!               *  +                   !!          . 0 .   .          !
 1999.3!                  +                   !!          .   0   .          !
 1999.4!                   +                  !!          .   0   .          !
 2000.1!          *         +                 !!        0 .   .   .          !
 2000.2!               +                      *!          .   .   .          0
 2000.3!                   *        +         !!        0 .   .   .          !
 2000.4!                   +     *            !!          .   .   0          !
 2001.1!                 *    +               !!          .0  .   .          !
 2001.2!     *             +                  !!     0    .   .   .          !
 2001.3!             +     *                  !!          .   .   0          !
 2001.4!                   +*                 !!          .   .0  .          !
 2002.1!              *     +                 !!          0   .   .          !
 2002.2!    *            +                    !!      0   .   .   .          !
 2002.3!    *       +                         !!         0.   .   .          !
 2002.4!            +       *                 !!          .   .   .0         !
 2003.1!                   +*                 !!          .   .0  .          !
 2003.2!               *   +                  !!          . 0 .   .          !
 2003.3!                +   *                 !!          .   . 0 .          !
 2003.4!                  +*                  !!          .   .0  .          !
 2004.1!                 +     *              !!          .   .   0          !
 2004.2!                   +*                 !!          .   .0  .          !
 2004.3!                  +*                  !!          .   .0  .          !
 2004.4!                 +*                   !!          .   .0  .          !
 2005.1!                *+                    !!          .  0.   .          !
 2005.2!                +      *              !!          .   .   .0         !
 2005.3!                *  +                  !!          . 0 .   .          !
 2005.4!               *+                     !!          .  0.   .          !
 2006.1!               + *                    !!          .   .0  .          !
 2006.2!                +                     !!          .   0   .          !
 2006.3!        *      +                      !!         0.   .   .          !
 2006.4!            +          *              !!          .   .   .  0       !
 2007.1!                   + *                !!          .   .0  .          !
 2007.2!      *          +                    !!       0  .   .   .          !
 2007.3!          + *                         !!          .   .0  .          !
 2007.4!            +       *                 !!          .   .   .0         !
 2008.1!                +                     !!          .   .0  .          !
 2008.2!             +     *                  !!          .   .   0          !
 2008.3!               +  *                   !!          .   . 0 .          !
 2008.4!               *+                     !!          .  0.   .          !
 2009.1!               +                      !!          .   0   .          !
 2009.2!              +   *                   !!          .   . 0 .          !
 2009.3!               + *                    !!          .   .0  .          !
 2009.4!             *+                       !!          .  0.   .          !
 2010.1!             + *                      !!          .   . 0 .          !
 2010.2!              +   *                   !!          .   . 0 .          !
 2010.3!                +        *            !!          .   .   . 0        !
 2010.4!                  +    *              !!          .   .  0.          !
 2011.1!                 +     *              !!          .   .   0          !
 2011.2!                 + *                  !!          .   .0  .          !
 2011.3!               +      *               !!          .   .   .0         !
 2011.4!                 +*                   !!          .   .0  .          !
 2012.1!               +   *                  !!          .   .  0.          !
 2012.2!               +     *                !!          .   .   0          !
 2012.3!                +    *                !!          .   .  0.          !
 2012.4!                +  *                  !!          .   . 0 .          !


     30.32 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRFI=IRPX$Q/FIPMM;                                                     
 GENR LAAIRFI=LOG(AAIRFI+.00001);                                             
 GENR LAIRFI=LOG(AIRFI+.00001);                                               
 LHS AAIRFI=EXP(LAAIRFI)-.00001;                                              
  EQ  589 LAAIRFI C LAIRFI(-1) PIRFI;                                         
EQUATION 641  LAAIRFI  
   RHS     C  LAIRFI(-1)  PIRFI  
 SMPL 1974.2 2012.4;                                                          
Sample period is now  1974.2 to  2012.4 Internally:    90 to   244
 OLS;EST  641 PLOT=0;END;                                                     

Equation number =  641
**********************

Dependent variable = LAAIRFI 

 1974.2 -   2012.4,    0 missing obs.,  155 obs. used.

Mean of dependent variable       -5.223043284

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.486275734       0.217160151  -2.23925     1.000000
12332 LAIRFI  ( -1)       0.809211236       0.043238653  18.71500    -5.238932
12330 PIRFI   (  0)      -0.443198581       0.207088548  -2.14014     1.122217

SE of equation            =     0.275116123
Sum of squared residuals  =  11.5047099       0.101429976E-11
Average absolute error    =     0.203619459
Sum of ABS residuals      =  31.5610162    
R squared                 =   0.79212
Durbin-Watson statistic   =   2.70184
SMPL and No. Obs.         = 1974.2   2012.4    155

Plot of actual(*) and fitted(+) values and residuals(0)


 1974.2!    +   *                             !!          .   .   . 0        !
 1974.3!      *   +                           !!        0 .   .   .          !
 1974.4*         +                            !0          .   .   .          !
 1975.1!   +         *                        !!          .   .   .          0
 1975.2!          *   +                       !!       0  .   .   .          !
 1975.3!       *   +                          !!       0  .   .   .          !
 1975.4!       * +                            !!          .0  .   .          !
 1976.1!      *  +                            !!          0   .   .          !
 1976.2!      * +                             !!          .0  .   .          !
 1976.3!      * +                             !!          0   .   .          !
 1976.4!        + *                           !!          .   . 0 .          !
 1977.1!      *    +                          !!      0   .   .   .          !
 1977.2!        +    *                        !!          .   .   .   0      !
 1977.3!             *+                       !!          . 0 .   .          !
 1977.4!         *    +                       !!       0  .   .   .          !
 1978.1!          *+                          !!          .  0.   .          !
 1978.2!          * +                         !!          .0  .   .          !
 1978.3!         * +                          !!          .0  .   .          !
 1978.4!        *  +                          !!          0   .   .          !
 1979.1!          +*                          !!          .   . 0 .          !
 1979.2!          *  +                        !!         0.   .   .          !
 1979.3!            +*                        !!          .   .0  .          !
 1979.4!              +                       !!          .   0   .          !
 1980.1!               + *                    !!          .   .  0.          !
 1980.2!                  +                   !!          .   0   .          !
 1980.3!                * +                   !!          . 0 .   .          !
 1980.4!              *  +                    !!         0.   .   .          !
 1981.1!               +   *                  !!          .   .   . 0        !
 1981.2!              *    +                  !!      0   .   .   .          !
 1981.3!          *    +                      !!        0 .   .   .          !
 1981.4!            +    *                    !!          .   .   .   0      !
 1982.1!                *+                    !!          . 0 .   .          !
 1982.2!                 + *                  !!          .   .  0.          !
 1982.3!                   +*                 !!          .   .0  .          !
 1982.4!                  * +                 !!          .0  .   .          !
 1983.1!                * +                   !!          .0  .   .          !
 1983.2!                 + *                  !!          .   .   0          !
 1983.3!                *  +                  !!        0 .   .   .          !
 1983.4!                +  *                  !!          .   .  0.          !
 1984.1!                   +                  !!          .   .0  .          !
 1984.2!                    + *               !!          .   .  0.          !
 1984.3!                  *  +                !!         0.   .   .          !
 1984.4!                  +   *               !!          .   .   .0         !
 1985.1!                     +                !!          .   0   .          !
 1985.2!                     +                !!          .   0   .          !
 1985.3!                 *  +                 !!         0.   .   .          !
 1985.4!                 +     *              !!          .   .   .    0     !
 1986.1!                     *+               !!          . 0 .   .          !
 1986.2!                    + *               !!          .   . 0 .          !
 1986.3!                    *+                !!          . 0 .   .          !
 1986.4!                    +  *              !!          .   .   .0         !
 1987.1!                       +              !!          .  0.   .          !
 1987.2!                      +               !!          .  0.   .          !
 1987.3!                   *  +               !!          0   .   .          !
 1987.4!                    +*                !!          .   . 0 .          !
 1988.1!                     +                !!          .  0.   .          !
 1988.2!                     + *              !!          .   .   0          !
 1988.3!                   *   +              !!        0 .   .   .          !
 1988.4!                   + *                !!          .   .  0.          !
 1989.1!                    *+                !!          .  0.   .          !
 1989.2!                    +       *         !!          .   .   .        0 !
 1989.3!                   *       +          !!   0      .   .   .          !
 1989.4!                   + *                !!          .   .  0.          !
 1990.1!                    + *               !!          .   .  0.          !
 1990.2!                    * +               !!          .0  .   .          !
 1990.3!                    +                 !!          .   0   .          !
 1990.4!                    +*                !!          .   .0  .          !
 1991.1!                     +    *           !!          .   .   .  0       !
 1991.2!                         +            !!          .   .0  .          !
 1991.3!                        *+            !!          .  0.   .          !
 1991.4!                       +  *           !!          .   .  0.          !
 1992.1!                       * +            !!          . 0 .   .          !
 1992.2!                       +              !!          .   0   .          !
 1992.3!                      +               !!          .  0.   .          !
 1992.4!                     +   *            !!          .   .   . 0        !
 1993.1!                        +             !!          .   0   .          !
 1993.2!                        +*            !!          .   . 0 .          !
 1993.3!                      *  +            !!          0   .   .          !
 1993.4!                      + *             !!          .   .  0.          !
 1994.1!                        +    *        !!          .   .   .   0      !
 1994.2!                            +         !!          .   .0  .          !
 1994.3!                         * +          !!          . 0 .   .          !
 1994.4!                         +   *        !!          .   .   . 0        !
 1995.1!                            +         !!          .   0   .          !
 1995.2!                          *+          !!          . 0 .   .          !
 1995.3!                         + *          !!          .   . 0 .          !
 1995.4!                          +   *       !!          .   .   . 0        !
 1996.1!                            +         !!          .  0.   .          !
 1996.2!                           +          !!          .   0   .          !
 1996.3!                     *    +           !!      0   .   .   .          !
 1996.4!                     +     *          !!          .   .   .    0     !
 1997.1!                        * +           !!          .0  .   .          !
 1997.2!                        +*            !!          .   .0  .          !
 1997.3!                       *+             !!          .  0.   .          !
 1997.4!                       + *            !!          .   . 0 .          !
 1998.1!                        + *           !!          .   .  0.          !
 1998.2!                         +*           !!          .   .0  .          !
 1998.3!                         +*           !!          .   . 0 .          !
 1998.4!                         +   *        !!          .   .   . 0        !
 1999.1!                            + *       !!          .   .   0          !
 1999.2!                             +        *!          .   .   .         0!
 1999.3!                              *    +  !!       0  .   .   .          !
 1999.4!                             +  *     !!          .   .   0          !
 2000.1!                             *+       !!          . 0 .   .          !
 2000.2!                            +         !!          .   .0  .          !
 2000.3!                           +          !!          .  0.   .          !
 2000.4!                          +   *       !!          .   .   .0         !
 2001.1!                            +         !!          .   0   .          !
 2001.2!                           +          !!          .  0.   .          !
 2001.3!                         *+           !!          .  0.   .          !
 2001.4!                        +      *      !!          .   .   .     0    !
 2002.1!                         *   +        !!         0.   .   .          !
 2002.2!                         +            !!          .   .0  .          !
 2002.3!                       * +            !!          . 0 .   .          !
 2002.4!                       + *            !!          .   .  0.          !
 2003.1!                       * +            !!          .0  .   .          !
 2003.2!                       + *            !!          .   .  0.          !
 2003.3!                       * +            !!          . 0 .   .          !
 2003.4!                       +  *           !!          .   .   .0         !
 2004.1!                        * +           !!          . 0 .   .          !
 2004.2!                        +*            !!          .   .0  .          !
 2004.3!                      * +             !!          .0  .   .          !
 2004.4!                       +*             !!          .   . 0 .          !
 2005.1!                        +             !!          .  0.   .          !
 2005.2!                        +             !!          .   0   .          !
 2005.3!                       *+             !!          . 0 .   .          !
 2005.4!                       + *            !!          .   .  0.          !
 2006.1!                         +            !!          .   .0  .          !
 2006.2!                         + *          !!          .   . 0 .          !
 2006.3!                        *  +          !!         0.   .   .          !
 2006.4!                        +  *          !!          .   .   0          !
 2007.1!                         * +          !!          .0  .   .          !
 2007.2!                        *+            !!          .  0.   .          !
 2007.3!                       * +            !!          . 0 .   .          !
 2007.4!                        +*            !!          .   .0  .          !
 2008.1!                      *  +            !!          0   .   .          !
 2008.2!                       +              !!          .  0.   .          !
 2008.3!                     *  +             !!          0   .   .          !
 2008.4!                      +               !!          .   0   .          !
 2009.1!                      *+              !!          .   0   .          !
 2009.2!                       +              !!          .   .0  .          !
 2009.3!                        +             !!          .   0   .          !
 2009.4!                         +            !!          .   0   .          !
 2010.1!                      *  +            !!         0.   .   .          !
 2010.2!                       +              !!          .   0   .          !
 2010.3!                      * +             !!          0   .   .          !
 2010.4!                       +*             !!          .   .0  .          !
 2011.1!                      *  +            !!          0   .   .          !
 2011.2!                       *+             !!          . 0 .   .          !
 2011.3!                       *+             !!          . 0 .   .          !
 2011.4!                       *+             !!          . 0 .   .          !
 2012.1!                        +             !!          .   .0  .          !
 2012.2!                        *+            !!          . 0 .   .          !
 2012.3!                        + *           !!          .   . 0 .          !
 2012.4!                          +*          !!          .   .0  .          !


     25.81 percent of the residuals exceed 1 SE
      5.16 percent of the residuals exceed 2 SE
@EQ   590 LAAPOFI C LAPOFI(-1) PPOFI;SMPL 1966.1 2012.4;OLS;EST  590 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPFI=SPPX$Q/FIPMM;                                                     
 GENR LAASPFI=LOG(AASPFI+.00001);                                             
 GENR LASPFI=LOG(ASPFI+.00001);                                               
 LHS AASPFI=EXP(LAASPFI)-.00001;                                              
  EQ  591 LAASPFI C LASPFI(-1) PSPFI;                                         
EQUATION 642  LAASPFI  
   RHS     C  LASPFI(-1)  PSPFI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  642 PLOT=0;END;                                                     

Equation number =  642
**********************

Dependent variable = LAASPFI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.713164143

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.102120506       0.182037308  -6.05437     1.000000
12335 LASPFI  ( -1)       0.503002651       0.065893294   7.63359    -4.720617
12333 PSPFI   (  0)      -1.096384969       0.186583982  -5.87609     1.127853

SE of equation            =     0.277812671
Sum of squared residuals  =  14.2782779       0.199813499E-10
Average absolute error    =     0.208960883
Sum of ABS residuals      =  39.2846459    
R squared                 =   0.74104
Durbin-Watson statistic   =   2.35526
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1! *      +                             !!       0  .   .   .          !
 1966.2!      + *                             !!          .   . 0 .          !
 1966.3*         +                            !!     0    .   .   .          !
 1966.4! +        *                           !!          .   .   .    0     !
 1967.1!          +                           !!          .   .0  .          !
 1967.2!     *    +                           !!         0.   .   .          !
 1967.3!     +  *                             !!          .   .  0.          !
 1967.4!       +   *                          !!          .   .   0          !
 1968.1!   *      +                           !!       0  .   .   .          !
 1968.2!      + *                             !!          .   . 0 .          !
 1968.3!        +*                            !!          .   .0  .          !
 1968.4!        +*                            !!          .   .0  .          !
 1969.1!    *     +                           !!        0 .   .   .          !
 1969.2!     *   +                            !!          0   .   .          !
 1969.3!     *  +                             !!          .0  .   .          !
 1969.4!      *  +                            !!          .0  .   .          !
 1970.1!         *+                           !!          .   0   .          !
 1970.2!           *+                         !!          . 0 .   .          !
 1970.3!    *         +                       !!    0     .   .   .          !
 1970.4!          +  *                        !!          .   .  0.          !
 1971.1!               +  *                   !!          .   .  0.          !
 1971.2!                   +  *               !!          .   .  0.          !
 1971.3!              *     +                 !!        0 .   .   .          !
 1971.4!                +        *            !!          .   .   .    0     !
 1972.1!              *       +               !!      0   .   .   .          !
 1972.2!                +    *                !!          .   .   .0         !
 1972.3!           *       +                  !!      0   .   .   .          !
 1972.4!          *   +                       !!          0   .   .          !
 1973.1!              +  *                    !!          .   .  0.          !
 1973.2!                 +*                   !!          .   .0  .          !
 1973.3!                 +*                   !!          .   .0  .          !
 1973.4!            *    +                    !!         0.   .   .          !
 1974.1!          *   +                       !!          .0  .   .          !
 1974.2!            *+                        !!          . 0 .   .          !
 1974.3!              +*                      !!          .   .0  .          !
 1974.4!              *+                      !!          .   0   .          !
 1975.1!                 +       *            !!          .   .   .   0      !
 1975.2!                      +*              !!          .   .0  .          !
 1975.3!                    +       *         !!          .   .   .   0      !
 1975.4!                       +  *           !!          .   .  0.          !
 1976.1!                       +   *          !!          .   .  0.          !
 1976.2!                       +       *      !!          .   .   .   0      !
 1976.3!                         +*           !!          .   .0  .          !
 1976.4!                       +              *!          .   .   .          0
 1977.1!                             +      * !!          .   .   .  0       !
 1977.2!                           * +        !!          . 0 .   .          !
 1977.3!                         +    *       !!          .   .   .0         !
 1977.4!                          +*          !!          .   .0  .          !
 1978.1!                    *    +            !!         0.   .   .          !
 1978.2!                       +    *         !!          .   .   .0         !
 1978.3!                   *      +           !!        0 .   .   .          !
 1978.4!                     +      *         !!          .   .   .  0       !
 1979.1!                       * +            !!          .  0.   .          !
 1979.2!                       +   *          !!          .   .   0          !
 1979.3!                    *    +            !!         0.   .   .          !
 1979.4!                     +      *         !!          .   .   .  0       !
 1980.1!                         +   *        !!          .   .  0.          !
 1980.2!                      *   +           !!          0   .   .          !
 1980.3!                 *    +               !!         0.   .   .          !
 1980.4!                 *  +                 !!          . 0 .   .          !
 1981.1!                    *+                !!          .  0.   .          !
 1981.2!                *      +              !!       0  .   .   .          !
 1981.3!                  +                   !!          .  0.   .          !
 1981.4!                     +     *          !!          .   .   .0         !
 1982.1!                       *  +           !!          .0  .   .          !
 1982.2!                   *     +            !!        0 .   .   .          !
 1982.3!                      + *             !!          .   . 0 .          !
 1982.4!                       * +            !!          .0  .   .          !
 1983.1!                      *  +            !!          0   .   .          !
 1983.2!                       * +            !!          . 0 .   .          !
 1983.3!                         +*           !!          .   .0  .          !
 1983.4!                      *    +          !!          0   .   .          !
 1984.1!                        +             !!          .   0   .          !
 1984.2!                          +*          !!          .   .0  .          !
 1984.3!                         * +          !!          . 0 .   .          !
 1984.4!                     *    +           !!          0   .   .          !
 1985.1!                        +*            !!          .   . 0 .          !
 1985.2!                         *+           !!          .   0   .          !
 1985.3!                        *+            !!          .  0.   .          !
 1985.4!                         +  *         !!          .   .  0.          !
 1986.1!                           +          !!          .   0   .          !
 1986.2!                          +*          !!          .   0   .          !
 1986.3!                    *      +          !!       0  .   .   .          !
 1986.4!                        +   *         !!          .   .   0          !
 1987.1!                          * +         !!          . 0 .   .          !
 1987.2!                        * +           !!          . 0 .   .          !
 1987.3!                       * +            !!          . 0 .   .          !
 1987.4!                        +*            !!          .   .0  .          !
 1988.1!                         *+           !!          .  0.   .          !
 1988.2!                         +            !!          .   0   .          !
 1988.3!                       * +            !!          . 0 .   .          !
 1988.4!                        +             !!          .   .0  .          !
 1989.1!                        +             !!          .   0   .          !
 1989.2!                        +             !!          .   0   .          !
 1989.3!                    *  +              !!          .0  .   .          !
 1989.4!                     + *              !!          .   . 0 .          !
 1990.1!                       +*             !!          .   .0  .          !
 1990.2!                        +             !!          .   0   .          !
 1990.3!                      +  *            !!          .   .  0.          !
 1990.4!                        +*            !!          .   .0  .          !
 1991.1!                        +*            !!          .   .0  .          !
 1991.2!                       +    *         !!          .   .   .0         !
 1991.3!                    *     +           !!         0.   .   .          !
 1991.4!                     +     *          !!          .   .   .0         !
 1992.1!                         + *          !!          .   . 0 .          !
 1992.2!                      *  +            !!          .0  .   .          !
 1992.3!                     *+               !!          .   0   .          !
 1992.4!                      +               !!          .   .0  .          !
 1993.1!                      *+              !!          .  0.   .          !
 1993.2!                        + *           !!          .   . 0 .          !
 1993.3!                      *    +          !!         0.   .   .          !
 1993.4!                        +   *         !!          .   .   0          !
 1994.1!                            +    *    !!          .   .   .0         !
 1994.2!                          *   +       !!          0   .   .          !
 1994.3!                        *  +          !!          .0  .   .          !
 1994.4!                          +*          !!          .   .0  .          !
 1995.1!                            +*        !!          .   .0  .          !
 1995.2!                          * +         !!          . 0 .   .          !
 1995.3!                           +*         !!          .   . 0 .          !
 1995.4!                           +*         !!          .   .0  .          !
 1996.1!                         *  +         !!          .0  .   .          !
 1996.2!                        * +           !!          . 0 .   .          !
 1996.3!                        * +           !!          . 0 .   .          !
 1996.4!                         +*           !!          .   .0  .          !
 1997.1!                         * +          !!          . 0 .   .          !
 1997.2!                           +   *      !!          .   .   0          !
 1997.3!                            * +       !!          . 0 .   .          !
 1997.4!                            +    *    !!          .   .   .0         !
 1998.1!                           *   +      !!          .0  .   .          !
 1998.2!                           + *        !!          .   . 0 .          !
 1998.3!                           *+         !!          .  0.   .          !
 1998.4!                           + *        !!          .   . 0 .          !
 1999.1!                            +*        !!          .   .0  .          !
 1999.2!                             +*       !!          .   .0  .          !
 1999.3!                          *  +        !!          .0  .   .          !
 1999.4!                           + *        !!          .   .0  .          !
 2000.1!                             +*       !!          .   0   .          !
 2000.2!                             *+       !!          .  0.   .          !
 2000.3!                             +        !!          .   0   .          !
 2000.4!                             + *      !!          .   .0  .          !
 2001.1!                             *+       !!          .  0.   .          !
 2001.2!                          *  +        !!          .0  .   .          !
 2001.3!                            +         !!          .   .0  .          !
 2001.4!                            +         !!          .   0   .          !
 2002.1!                             +*       !!          .   . 0 .          !
 2002.2!                             *+       !!          .  0.   .          !
 2002.3!                           * +        !!          . 0 .   .          !
 2002.4!                           +  *       !!          .   . 0 .          !
 2003.1!                             +        !!          .   0   .          !
 2003.2!                            +   *     !!          .   .   0          !
 2003.3!                           *  +       !!          .0  .   .          !
 2003.4!                           +  *       !!          .   .  0.          !
 2004.1!                             +        !!          .   0   .          !
 2004.2!                            +*        !!          .   .0  .          !
 2004.3!                            +         !!          .  0.   .          !
 2004.4!                           + *        !!          .   . 0 .          !
 2005.1!                            +*        !!          .   .0  .          !
 2005.2!                            +*        !!          .   .0  .          !
 2005.3!                          * +         !!          . 0 .   .          !
 2005.4!                          + *         !!          .   . 0 .          !
 2006.1!                            +*        !!          .   . 0 .          !
 2006.2!                            +         !!          .   0   .          !
 2006.3!                        *  +          !!          .0  .   .          !
 2006.4!                         +   *        !!          .   .   0          !
 2007.1!                            + *       !!          .   .  0.          !
 2007.2!                            +         !!          .  0.   .          !
 2007.3!                           +          !!          .   0   .          !
 2007.4!                          +           !!          .   0   .          !
 2008.1!                        * +           !!          .  0.   .          !
 2008.2!                       * +            !!          . 0 .   .          !
 2008.3!                     *  +             !!          .0  .   .          !
 2008.4!                       +*             !!          .   .0  .          !
 2009.1!                         +            !!          .   0   .          !
 2009.2!                         +            !!          .   0   .          !
 2009.3!                        *+            !!          .  0.   .          !
 2009.4!                        + *           !!          .   . 0 .          !
 2010.1!                          +           !!          .   0   .          !
 2010.2!                         *+           !!          .  0.   .          !
 2010.3!                         *+           !!          .  0.   .          !
 2010.4!                          +  *        !!          .   .  0.          !
 2011.1!                           +   *      !!          .   .   0          !
 2011.2!                           * +        !!          .  0.   .          !
 2011.3!                        *  +          !!          . 0 .   .          !
 2011.4!                         +    *       !!          .   .   .0         !
 2012.1!                         *   +        !!          .0  .   .          !
 2012.2!                          +*          !!          .   .0  .          !
 2012.3!                         * +          !!          . 0 .   .          !
 2012.4!                          +*          !!          .   .0  .          !


     26.60 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ   592 LAANZFI C LANZFI(-1) PNZFI;SMPL 1972.3 2012.4;OLS;EST  592 PLOT=0;EN
@@EQ  593 LAASAFI C LASAFI(-1) PSAFI;SMPL 1983.4 2012.4;OLS;EST  593 PLOT=0;EN
@@EQ  594 LAAVEFI C LAVEFI(-1) PVEFI;SMPL 2012.4 2012.4;OLS;EST  594 PLOT=0;EN
@EQ   595 LAACOFI C LACOFI(-1) PCOFI;SMPL 1981.3 2012.4;OLS;EST  595 PLOT=0;EN
@@EQ  596 LAAJOFI C LAJOFI(-1) PJOFI;SMPL 2013.1 2012.4;OLS;EST  596 PLOT=0;EN
@@EQ  597 LAASYFI C LASYFI(-1) PSYFI;SMPL 1998.3 2012.4;OLS;EST  597 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDFI=IDPX$Q/FIPMM;                                                     
 GENR LAAIDFI=LOG(AAIDFI+.00001);                                             
 GENR LAIDFI=LOG(AIDFI+.00001);                                               
 LHS AAIDFI=EXP(LAAIDFI)-.00001;                                              
  EQ  598 LAAIDFI C LAIDFI(-1) PIDFI;                                         
EQUATION 643  LAAIDFI  
   RHS     C  LAIDFI(-1)  PIDFI  
 SMPL 1977.1 2012.4;                                                          
Sample period is now  1977.1 to  2012.4 Internally:   101 to   244
 OLS;EST  643 PLOT=0;END;                                                     

Equation number =  643
**********************

Dependent variable = LAAIDFI 

 1977.1 -   2012.4,    0 missing obs.,  144 obs. used.

Mean of dependent variable       -6.534268473

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.589995425       0.259418100  -2.27430     1.000000
12338 LAIDFI  ( -1)       0.844532065       0.043437054  19.44266    -6.545630
12336 PIDFI   (  0)      -0.372881775       0.185963011  -2.00514     1.116382

SE of equation            =     0.324937823
Sum of squared residuals  =  14.8874271       0.136095579E-10
Average absolute error    =     0.249132444
Sum of ABS residuals      =  35.8750719    
R squared                 =   0.79589
Durbin-Watson statistic   =   2.76096
SMPL and No. Obs.         = 1977.1   2012.4    144

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.1!         +*                           !!         .    0    .         !
 1977.2!         *+                           !!         .   0.    .         !
 1977.3!         +                            !!         .    0    .         !
 1977.4!        *+                            !!         .   0.    .         !
 1978.1!         +*                           !!         .    .0   .         !
 1978.2!          *+                          !!         .  0 .    .         !
 1978.3!         * +                          !!         .  0 .    .         !
 1978.4!         * +                          !!         .  0 .    .         !
 1979.1!         *+                           !!         .  0 .    .         !
 1979.2!       *   +                          !!         .0   .    .         !
 1979.3!    *    +                            !!         0    .    .         !
 1979.4!     * +                              !!         .  0 .    .         !
 1980.1!        + *                           !!         .    . 0  .         !
 1980.2!      *     +                         !!        0.    .    .         !
 1980.3!        +                             !!         .    0    .         !
 1980.4!         + *                          !!         .    . 0  .         !
 1981.1!             +*                       !!         .    0    .         !
 1981.2!      *        +                      !!     0   .    .    .         !
 1981.3!    *   +                             !!         .0   .    .         !
 1981.4!       +  *                           !!         .    .  0 .         !
 1982.1!            +   *                     !!         .    .   0.         !
 1982.2!           *    +                     !!         0    .    .         !
 1982.3!           * +                        !!         .   0.    .         !
 1982.4!       *    +                         !!         0    .    .         !
 1983.1!         +                            !!         .    0    .         !
 1983.2!    *     +                           !!        0.    .    .         !
 1983.3!      +                               !!         .    0    .         !
 1983.4! *     +                              !!       0 .    .    .         !
 1984.1!   +        *                         !!         .    .    .   0     !
 1984.2!       *     +                        !!        0.    .    .         !
 1984.3!   *    +                             !!         0    .    .         !
 1984.4!  *  +                                !!         . 0  .    .         !
 1985.1!    +     *                           !!         .    .    .0        !
 1985.2!       *   +                          !!         .0   .    .         !
 1985.3!   *   +                              !!         .0   .    .         !
 1985.4*     +                                !!        0.    .    .         !
 1986.1!  +          *                        !!         .    .    .    0    !
 1986.2!       *      +                       !!        0.    .    .         !
 1986.3!          +*                          !!         .    .0   .         !
 1986.4!      *      +                        !!       0 .    .    .         !
 1987.1!          +     *                     !!         .    .    .0        !
 1987.2!                 *+                   !!         .   0.    .         !
 1987.3!         *        +                   !!     0   .    .    .         !
 1987.4!            +  *                      !!         .    .  0 .         !
 1988.1!                +*                    !!         .    .0   .         !
 1988.2!            *     +                   !!        0.    .    .         !
 1988.3!            * +                       !!         .  0 .    .         !
 1988.4!           * +                        !!         .  0 .    .         !
 1989.1!            +         *               !!         .    .    .   0     !
 1989.2!           *         +                !!    0    .    .    .         !
 1989.3!            +              *          !!         .    .    .         0
 1989.4!            *             +           !! 0       .    .    .         !
 1990.1!              +          *            !!         .    .    .     0   !
 1990.2!                         +           *!!         .    .    .     0   !
 1990.3!                                   + *!!         .    . 0  .         !
 1990.4!                         *          + !!    0    .    .    .         !
 1991.1!                         +       *    !!         .    .    .  0      !
 1991.2!                               +   *  !!         .    .   0.         !
 1991.3!                             *    +   !!         0    .    .         !
 1991.4!                            +  *      !!         .    . 0  .         !
 1992.1!                              +*      !!         .    .0   .         !
 1992.2!                        *     +       !!        0.    .    .         !
 1992.3!                        +     *       !!         .    .    0         !
 1992.4!                             +  *     !!         .    .   0.         !
 1993.1!                         *     +      !!        0.    .    .         !
 1993.2!                         +   *        !!         .    .  0 .         !
 1993.3!                 *          +         !!   0     .    .    .         !
 1993.4!                  +   *               !!         .    .   0.         !
 1994.1!                       +     *        !!         .    .    .0        !
 1994.2!                   *         +        !!     0   .    .    .         !
 1994.3!                    +       *         !!         .    .    . 0       !
 1994.4!                            +  *      !!         .    .  0 .         !
 1995.1!                            *  +      !!         . 0  .    .         !
 1995.2!                       *    +         !!         0    .    .         !
 1995.3!                        +   *         !!         .    .   0.         !
 1995.4!                             +*       !!         .    .0   .         !
 1996.1!                               + *    !!         .    . 0  .         !
 1996.2!                           *     +    !!        0.    .    .         !
 1996.3!                            +  *      !!         .    .  0 .         !
 1996.4!                            *  +      !!         . 0  .    .         !
 1997.1!                          * +         !!         .   0.    .         !
 1997.2!                       *   +          !!         . 0  .    .         !
 1997.3!                       +  *           !!         .    .  0 .         !
 1997.4!                   *      +           !!        0.    .    .         !
 1998.1!                    +          *      !!         .    .    .    0    !
 1998.2!                              +*      !!         .    .0   .         !
 1998.3!                               +      !!         .    0    .         !
 1998.4!                             * +      !!         .  0 .    .         !
 1999.1!                             +*       !!         .    0    .         !
 1999.2!                           * +        !!         .  0 .    .         !
 1999.3!                            +*        !!         .    . 0  .         !
 1999.4!                           * +        !!         . 0  .    .         !
 2000.1!                          *+          !!         .   0.    .         !
 2000.2!                          *+          !!         .   0.    .         !
 2000.3!                          +           !!         .    0    .         !
 2000.4!                       *  +           !!         . 0  .    .         !
 2001.1!                        +     *       !!         .    .    0         !
 2001.2!                           *  +       !!         . 0  .    .         !
 2001.3!                           +    *     !!         .    .   0.         !
 2001.4!                             * +      !!         . 0  .    .         !
 2002.1!                             + *      !!         .    . 0  .         !
 2002.2!                             * +      !!         .   0.    .         !
 2002.3!                              +       !!         .    .0   .         !
 2002.4!                           *  +       !!         . 0  .    .         !
 2003.1!                            +    *    !!         .    .    0         !
 2003.2!                                *+    !!         .    0    .         !
 2003.3!                                +     !!         .    0    .         !
 2003.4!                             * +      !!         . 0  .    .         !
 2004.1!                             +    *   !!         .    .   0.         !
 2004.2!                              *  +    !!         . 0  .    .         !
 2004.3!                              +  *    !!         .    .  0 .         !
 2004.4!                               *+     !!         .  0 .    .         !
 2005.1!                               +      *!         .    .    . 0       !
 2005.2!                                 *  + !!         . 0  .    .         !
 2005.3!                                +  *  !!         .    .  0 .         !
 2005.4!                              *  +    !!         . 0  .    .         !
 2006.1!                             +  *     !!         .    . 0  .         !
 2006.2!                               +      !!         .    0    .         !
 2006.3!                              +*      !!         .    .0   .         !
 2006.4!                              +       !!         .    0    .         !
 2007.1!                             +  *     !!         .    .  0 .         !
 2007.2!                              *+      !!         .   0.    .         !
 2007.3!                             + *      !!         .    . 0  .         !
 2007.4!                              +*      !!         .    .0   .         !
 2008.1!                              +       !!         .    0    .         !
 2008.2!                            + *       !!         .    . 0  .         !
 2008.3!                              +  *    !!         .    .   0.         !
 2008.4!                                + *   !!         .    . 0  .         !
 2009.1!                                 +   *!!         .    .   0.         !
 2009.2!                                *  +  !!         . 0  .    .         !
 2009.3!                               + *    !!         .    .0   .         !
 2009.4!                               +  *   !!         .    .  0 .         !
 2010.1!                                +  *  !!         .    . 0  .         !
 2010.2!                                +     !!         .    0    .         !
 2010.3!                              +*      !!         .    0    .         !
 2010.4!                             +  *     !!         .    .   0.         !
 2011.1!                             +  *     !!         .    .  0 .         !
 2011.2!                             +*       !!         .    .0   .         !
 2011.3!                           +    *     !!         .    .    0         !
 2011.4!                             +   *    !!         .    .   0.         !
 2012.1!                              +   *   !!         .    .   0.         !
 2012.2!                               +  *   !!         .    .  0 .         !
 2012.3!                                +  *  !!         .    .  0 .         !
 2012.4!                               + *    !!         .    . 0  .         !


     27.78 percent of the residuals exceed 1 SE
      6.25 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAFI=MAPX$Q/FIPMM;                                                     
 GENR LAAMAFI=LOG(AAMAFI+.00001);                                             
 GENR LAMAFI=LOG(AMAFI+.00001);                                               
 LHS AAMAFI=EXP(LAAMAFI)-.00001;                                              
  EQ  599 LAAMAFI C LAMAFI(-1) PMAFI;                                         
EQUATION 644  LAAMAFI  
   RHS     C  LAMAFI(-1)  PMAFI  
 SMPL 1980.3 2012.4;                                                          
Sample period is now  1980.3 to  2012.4 Internally:   115 to   244
 OLS;EST  644 PLOT=0;END;                                                     

Equation number =  644
**********************

Dependent variable = LAAMAFI 

 1980.3 -   2012.4,    0 missing obs.,  130 obs. used.

Mean of dependent variable       -6.248081817

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.327154079       0.138020758  -2.37033     1.000000
12341 LAMAFI  ( -1)       0.914301174       0.028752807  31.79868    -6.278757
12339 PMAFI   (  0)      -0.164932942       0.120070745  -1.37363     1.092884

SE of equation            =     0.314562502
Sum of squared residuals  =  12.5665951       0.334043904E-11
Average absolute error    =     0.245415965
Sum of ABS residuals      =  31.9040755    
R squared                 =   0.93801
Durbin-Watson statistic   =   2.39379
SMPL and No. Obs.         = 1980.3   2012.4    130

Plot of actual(*) and fitted(+) values and residuals(0)


 1980.3!+   *                                 !!         .    .    .  0      !
 1980.4!     +  *                             !!         .    .    0         !
 1981.1!    *    +                            !!     0   .    .    .         !
 1981.2!   *  +                               !!        0.    .    .         !
 1981.3*    +                                 !!    0    .    .    .         !
 1981.4! +      *                             !!         .    .    .         0
 1982.1!       * +                            !!         0    .    .         !
 1982.2!        + *                           !!         .    .   0.         !
 1982.3!        *  +                          !!         0    .    .         !
 1982.4!         +*                           !!         .    . 0  .         !
 1983.1!           +*                         !!         .    . 0  .         !
 1983.2!           * +                        !!         .0   .    .         !
 1983.3!         *  +                         !!         0    .    .         !
 1983.4!          + *                         !!         .    .   0.         !
 1984.1!            +*                        !!         .    . 0  .         !
 1984.2!      *      +                        !! 0       .    .    .         !
 1984.3!       +    *                         !!         .    .    .     0   !
 1984.4!             +                        !!         .    0    .         !
 1985.1!             +*                       !!         .    . 0  .         !
 1985.2!         *    +                       !!    0    .    .    .         !
 1985.3!          + *                         !!         .    .   0.         !
 1985.4!           * +                        !!         .0   .    .         !
 1986.1!            +  *                      !!         .    .    . 0       !
 1986.2!              *  +                    !!         0    .    .         !
 1986.3!               +*                     !!         .    .0   .         !
 1986.4!                 +*                   !!         .    .0   .         !
 1987.1!                *  +                  !!         0    .    .         !
 1987.2!               *  +                   !!        0.    .    .         !
 1987.3!                +  *                  !!         .    .    .0        !
 1987.4!                *   +                 !!        0.    .    .         !
 1988.1!                 *+                   !!         .    0    .         !
 1988.2!                * +                   !!         0    .    .         !
 1988.3!                 +*                   !!         .    .0   .         !
 1988.4!                  *+                  !!         .   0.    .         !
 1989.1!                  *+                  !!         .  0 .    .         !
 1989.2!                  *+                  !!         .  0 .    .         !
 1989.3!                  *+                  !!         . 0  .    .         !
 1989.4!                   +                  !!         .    .0   .         !
 1990.1!                    +*                !!         .    . 0  .         !
 1990.2!                   *  +               !!        0.    .    .         !
 1990.3!                   *+                 !!         .  0 .    .         !
 1990.4!                    +                 !!         .    0    .         !
 1991.1!                    *+                !!         . 0  .    .         !
 1991.2!                    + *               !!         .    .  0 .         !
 1991.3!                     * +              !!         . 0  .    .         !
 1991.4!                    * +               !!         .0   .    .         !
 1992.1!                    *+                !!         .  0 .    .         !
 1992.2!                     +*               !!         .    .  0 .         !
 1992.3!                      *+              !!         .  0 .    .         !
 1992.4!                       + *            !!         .    .    0         !
 1993.1!                         +*           !!         .    . 0  .         !
 1993.2!                         *+           !!         .  0 .    .         !
 1993.3!                         *+           !!         .   0.    .         !
 1993.4!                          +           !!         .    .0   .         !
 1994.1!                         *+           !!         .  0 .    .         !
 1994.2!                       *  +           !!         0    .    .         !
 1994.3!                     *  +             !!         .0   .    .         !
 1994.4!                      +  *            !!         .    .    0         !
 1995.1!                        *+            !!         .   0.    .         !
 1995.2!                        *+            !!         .  0 .    .         !
 1995.3!                        + *           !!         .    .   0.         !
 1995.4!                          +  *        !!         .    .    0         !
 1996.1!                           * +        !!         . 0  .    .         !
 1996.2!                           +   *      !!         .    .    .0        !
 1996.3!                              +*      !!         .    .0   .         !
 1996.4!                          *    +      !!     0   .    .    .         !
 1997.1!                         *+           !!         .  0 .    .         !
 1997.2!                         + *          !!         .    .   0.         !
 1997.3!                           +    *     !!         .    .    .  0      !
 1997.4!                               +   *  !!         .    .    . 0       !
 1998.1!                                 *+   !!         .0   .    .         !
 1998.2!                             *  +     !!        0.    .    .         !
 1998.3!                             +        !!         .    0    .         !
 1998.4!                           * +        !!         .0   .    .         !
 1999.1!                        *  +          !!       0 .    .    .         !
 1999.2!                        + *           !!         .    .  0 .         !
 1999.3!                        * +           !!         . 0  .    .         !
 1999.4!                         +   *        !!         .    .    .  0      !
 2000.1!                            +         !!         .   0.    .         !
 2000.2!                           *+         !!         .  0 .    .         !
 2000.3!                           +  *       !!         .    .    .0        !
 2000.4!                              +*      !!         .    . 0  .         !
 2001.1!                              + *     !!         .    .   0.         !
 2001.2!                               *+     !!         .  0 .    .         !
 2001.3!                              +       !!         .    0    .         !
 2001.4!                              +    *  !!         .    .    .    0    !
 2002.1!                               *  +   !!        0.    .    .         !
 2002.2!                               +*     !!         .    . 0  .         !
 2002.3!                               +*     !!         .    . 0  .         !
 2002.4!                                +*    !!         .    . 0  .         !
 2003.1!                                +     !!         .    0    .         !
 2003.2!                              * +     !!         . 0  .    .         !
 2003.3!                              + *     !!         .    .   0.         !
 2003.4!                                +     !!         .    .0   .         !
 2004.1!                                +     !!         .    0    .         !
 2004.2!                               +*     !!         .    .0   .         !
 2004.3!                                +     !!         .    0    .         !
 2004.4!                                +*    !!         .    .  0 .         !
 2005.1!                                 +    !!         .    0    .         !
 2005.2!                                + *   !!         .    .  0 .         !
 2005.3!                                 +   *!!         .    .    .  0      !
 2005.4!                                     +*!         .    . 0  .         !
 2006.1!                                   * +!!         .0   .    .         !
 2006.2!                                  + * !!         .    .   0.         !
 2006.3!                                    + *!         .    .    0         !
 2006.4!                                     +*!         .    .0   .         !
 2007.1!                                   * +!!         .0   .    .         !
 2007.2!                                   + *!!         .    .   0.         !
 2007.3!                                    +*!!         .    . 0  .         !
 2007.4!                                *   + !!      0  .    .    .         !
 2008.1!                               *+     !!         .  0 .    .         !
 2008.2!                               + *    !!         .    .   0.         !
 2008.3!                                 + *  !!         .    .   0.         !
 2008.4!                                  *+  !!         .  0 .    .         !
 2009.1!                               * +    !!         .0   .    .         !
 2009.2!                               +    * !!         .    .    .    0    !
 2009.3!                                   *+ !!         .    0    .         !
 2009.4!                                   +  *!         .    .    .0        !
 2010.1!                                    *+!!         .  0 .    .         !
 2010.2!                                    +*!!         .    .   0.         !
 2010.3!                                    *+!!         .   0.    .         !
 2010.4!                                   *+ !!         .   0.    .         !
 2011.1!                                  *+  !!         .   0.    .         !
 2011.2!                             *    +   !!    0    .    .    .         !
 2011.3!                             + *      !!         .    .   0.         !
 2011.4!                               +      !!         .    0    .         !
 2012.1!                               +*     !!         .    . 0  .         !
 2012.2!                                +     !!         .    0    .         !
 2012.3!                            *  +      !!        0.    .    .         !
 2012.4!                            +         !!         .   0.    .         !


     29.23 percent of the residuals exceed 1 SE
      6.15 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPAFI=PAPX$Q/FIPMM;                                                     
 GENR LAAPAFI=LOG(AAPAFI+.00001);                                             
 GENR LAPAFI=LOG(APAFI+.00001);                                               
 LHS AAPAFI=EXP(LAAPAFI)-.00001;                                              
  EQ  600 LAAPAFI C LAPAFI(-1) PPAFI;                                         
EQUATION 645  LAAPAFI  
   RHS     C  LAPAFI(-1)  PPAFI  
 SMPL 1978.1 2012.4;                                                          
Sample period is now  1978.1 to  2012.4 Internally:   105 to   244
 OLS;EST  645 PLOT=0;END;                                                     

Equation number =  645
**********************

Dependent variable = LAAPAFI 

 1978.1 -   2012.4,    0 missing obs.,  140 obs. used.

Mean of dependent variable       -7.604313898

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.325905532       0.395862085  -3.34941     1.000000
12344 LAPAFI  ( -1)       0.793273486       0.050380104  15.74577    -7.616359
12342 PPAFI   (  0)      -0.188499094       0.212296816  -0.88790     1.254929

SE of equation            =     0.547707550
Sum of squared residuals  =  41.0977477       0.627853325E-11
Average absolute error    =     0.353953444
Sum of ABS residuals      =  49.5534821    
R squared                 =   0.67539
Durbin-Watson statistic   =   2.48899
SMPL and No. Obs.         = 1978.1   2012.4    140

Plot of actual(*) and fitted(+) values and residuals(0)


 1978.1!  *  +                                !!           .0 .  .           !
 1978.2!  *  +                                !!           0  .  .           !
 1978.3! *   +                                !!           0  .  .           !
 1978.4!    +      *                          !!           .  .  . 0         !
 1979.1! *          +                         !!      0    .  .  .           !
 1979.2!    +                                 !!           .  0  .           !
 1979.3*       +                              !!        0  .  .  .           !
 1979.4!   +      *                           !!           .  .  .  0        !
 1980.1!         *  +                         !!           .0 .  .           !
 1980.2!         * +                          !!           . 0.  .           !
 1980.3!     *     +                          !!          0.  .  .           !
 1980.4!        +   *                         !!           .  .  0           !
 1981.1!           * +                        !!           .0 .  .           !
 1981.2!            +                         !!           .  0  .           !
 1981.3!       *    +                         !!          0.  .  .           !
 1981.4!         +   *                        !!           .  .  0           !
 1982.1!             *+                       !!           . 0.  .           !
 1982.2!             *+                       !!           . 0.  .           !
 1982.3!         *    +                       !!          0.  .  .           !
 1982.4!           +                          !!           .  0  .           !
 1983.1!            +   *                     !!           .  .  0           !
 1983.2!             *  +                     !!           .0 .  .           !
 1983.3!            * +                       !!           .0 .  .           !
 1983.4!            +                         !!           .  0  .           !
 1984.1!          *  +                        !!           .0 .  .           !
 1984.2!            +              *          !!           .  .  .       0   !
 1984.3!    *                   +             !0           .  .  .           !
 1984.4!      +                *              !!           .  .  .        0  !
 1985.1!                      +       *       !!           .  .  .  0        !
 1985.2!                           +        * !!           .  .  .  0        !
 1985.3!                              * +     !!           . 0.  .           !
 1985.4!                            +        *!!           .  .  .   0       !
 1986.1!                                 + *  !!           .  . 0.           !
 1986.2!                                +  *  !!           .  . 0.           !
 1986.3!                               +      !!           .  0  .           !
 1986.4!                          * +         !!           .0 .  .           !
 1987.1!                        +             !!           .  0  .           !
 1987.2!                       +    *         !!           .  .  .0          !
 1987.3!                          +     *     !!           .  .  .0          !
 1987.4!                           * +        !!           . 0.  .           !
 1988.1!                          +      *    !!           .  .  . 0         !
 1988.2!                              +*      !!           .  0  .           !
 1988.3!                 *          +         !!      0    .  .  .           !
 1988.4!              *  +                    !!           .0 .  .           !
 1989.1!               +             *        !!           .  .  .      0    !
 1989.2!                           +   *      !!           .  . 0.           !
 1989.3!                            +    *    !!           .  .  .0          !
 1989.4!                              + *     !!           .  .0 .           !
 1990.1!                              +       *!           .  .  .  0        !
 1990.2!                                * +   !!           .0 .  .           !
 1990.3!                           *  +       !!           .0 .  .           !
 1990.4!                          +    *      !!           .  .  .0          !
 1991.1!                             +      * !!           .  .  . 0         !
 1991.2!                                 +  * !!           .  . 0.           !
 1991.3!                              *  +    !!           .0 .  .           !
 1991.4!                            +         !!           .  0  .           !
 1992.1!                     *     +          !!          0.  .  .           !
 1992.2!                   * +                !!           . 0.  .           !
 1992.3!                   *+                 !!           . 0.  .           !
 1992.4!                   +          *       !!           .  .  .    0      !
 1993.1!                       *    +         !!          0.  .  .           !
 1993.2!                       +   *          !!           .  .  0           !
 1993.3!                     *   +            !!           0  .  .           !
 1993.4!                     +                !!           .  0  .           !
 1994.1!                     +*               !!           .  .0 .           !
 1994.2!                     *+               !!           . 0.  .           !
 1994.3!                     +                !!           .  0  .           !
 1994.4!                    +   *             !!           .  . 0.           !
 1995.1!                   *   +              !!           0  .  .           !
 1995.2!                   +                  !!           .  0  .           !
 1995.3!                  *+                  !!           . 0.  .           !
 1995.4!                  +                   !!           .  0  .           !
 1996.1!                   +*                 !!           .  .0 .           !
 1996.2!                    +  *              !!           .  . 0.           !
 1996.3!                   *  +               !!           0  .  .           !
 1996.4!                   +  *               !!           .  . 0.           !
 1997.1!                    *+                !!           . 0.  .           !
 1997.2!                    +                 !!           .  0  .           !
 1997.3!                 *  +                 !!           .0 .  .           !
 1997.4!                 +                    !!           .  0  .           !
 1998.1!                 +*                   !!           .  .0 .           !
 1998.2!                  +                   !!           .  0  .           !
 1998.3!                   +                  !!           .  0  .           !
 1998.4!                   +                  !!           .  0  .           !
 1999.1!                 * +                  !!           . 0.  .           !
 1999.2!                 +                    !!           .  0  .           !
 1999.3!                *+                    !!           . 0.  .           !
 1999.4!                 + *                  !!           .  .0 .           !
 2000.1!                 * +                  !!           .0 .  .           !
 2000.2!                 +                    !!           . 0.  .           !
 2000.3!                 +                    !!           .  0  .           !
 2000.4!               * +                    !!           . 0.  .           !
 2001.1!                +*                    !!           .  .0 .           !
 2001.2!                  +                   !!           .  0  .           !
 2001.3!                  +                   !!           .  0  .           !
 2001.4!                  +*                  !!           .  0  .           !
 2002.1!                  *+                  !!           . 0.  .           !
 2002.2!                  +*                  !!           .  .0 .           !
 2002.3!                   *+                 !!           . 0.  .           !
 2002.4!                   +                  !!           .  0  .           !
 2003.1!                   +                  !!           .  0  .           !
 2003.2!                   +*                 !!           .  .0 .           !
 2003.3!                   *+                 !!           . 0.  .           !
 2003.4!                 * +                  !!           . 0.  .           !
 2004.1!                  + *                 !!           .  .0 .           !
 2004.2!                  * +                 !!           . 0.  .           !
 2004.3!                  *+                  !!           .  0  .           !
 2004.4!                  *+                  !!           . 0.  .           !
 2005.1!                  +*                  !!           .  0  .           !
 2005.2!                   +    *             !!           .  .  0           !
 2005.3!                      *+              !!           . 0.  .           !
 2005.4!                    * +               !!           . 0.  .           !
 2006.1!                *    +                !!          0.  .  .           !
 2006.2!                *+                    !!           . 0.  .           !
 2006.3!               * +                    !!           . 0.  .           !
 2006.4!              * +                     !!           .0 .  .           !
 2007.1!                +                     !!           .  0  .           !
 2007.2!                *+                    !!           . 0.  .           !
 2007.3!                * +                   !!           . 0.  .           !
 2007.4!               * +                    !!           .0 .  .           !
 2008.1!               *+                     !!           . 0.  .           !
 2008.2!               *+                     !!           . 0.  .           !
 2008.3!                +*                    !!           .  .0 .           !
 2008.4!                  +                   !!           .  0  .           !
 2009.1!                  + *                 !!           .  .0 .           !
 2009.2!                    + *               !!           .  . 0.           !
 2009.3!                      +               !!           .  0  .           !
 2009.4!                    * +               !!           . 0.  .           !
 2010.1!                 *  +                 !!           0  .  .           !
 2010.2!                 +                    !!           .  0  .           !
 2010.3!                 *+                   !!           .  0  .           !
 2010.4!                * +                   !!           .0 .  .           !
 2011.1!                 +                    !!           .  0  .           !
 2011.2!                 *+                   !!           . 0.  .           !
 2011.3!                 *+                   !!           . 0.  .           !
 2011.4!              *  +                    !!           .0 .  .           !
 2012.1!              *+                      !!           . 0.  .           !
 2012.2!             * +                      !!           .0 .  .           !
 2012.3!              + *                     !!           .  . 0.           !
 2012.4!                *+                    !!           . 0.  .           !


     19.29 percent of the residuals exceed 1 SE
      5.71 percent of the residuals exceed 2 SE
@EQ   601 LAAPHFI C LAPHFI(-1) PPHFI;SMPL 1977.4 2012.4;OLS;EST  601 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHFI=THPX$Q/FIPMM;                                                     
 GENR LAATHFI=LOG(AATHFI+.00001);                                             
 GENR LATHFI=LOG(ATHFI+.00001);                                               
 LHS AATHFI=EXP(LAATHFI)-.00001;                                              
  EQ  602 LAATHFI C LATHFI(-1) PTHFI;                                         
EQUATION 646  LAATHFI  
   RHS     C  LATHFI(-1)  PTHFI  
 SMPL 1978.4 2012.4;                                                          
Sample period is now  1978.4 to  2012.4 Internally:   108 to   244
 OLS;EST  646 PLOT=0;END;                                                     

Equation number =  646
**********************

Dependent variable = LAATHFI 

 1978.4 -   2012.4,    0 missing obs.,  137 obs. used.

Mean of dependent variable       -5.999272549

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.123299449       0.201602254   0.61160     1.000000
12347 LATHFI  ( -1)       0.928636716       0.025421147  36.53009    -6.013725
12345 PTHFI   (  0)      -0.490201981       0.212663366  -2.30506     1.097519

SE of equation            =     0.201593639
Sum of squared residuals  =  5.44575937      -0.108162368E-10
Average absolute error    =     0.150023524
Sum of ABS residuals      =  20.5532227    
R squared                 =   0.93641
Durbin-Watson statistic   =   2.49151
SMPL and No. Obs.         = 1978.4   2012.4    137

Plot of actual(*) and fitted(+) values and residuals(0)


 1978.4!     * +                              !!         .0   .    .         !
 1979.1!     *+                               !!         .   0.    .         !
 1979.2!  *   +                               !!       0 .    .    .         !
 1979.3!*  +                                  !!         0    .    .         !
 1979.4!* +                                   !!         .  0 .    .         !
 1980.1!  +   *                               !!         .    .    .  0      !
 1980.2*       +                              !!0        .    .    .         !
 1980.3!+                                     !!         .    0    .         !
 1980.4!*+                                    !!         .  0 .    .         !
 1981.1! +       *                            !!         .    .    .         0
 1981.2!     *   +                            !!      0  .    .    .         !
 1981.3! *  +                                 !!        0.    .    .         !
 1981.4!  +   *                               !!         .    .    .  0      !
 1982.1!       +  *                           !!         .    .    0         !
 1982.2!     *     +                          !!   0     .    .    .         !
 1982.3!       +                              !!         .    .0   .         !
 1982.4!         +   *                        !!         .    .    . 0       !
 1983.1!             +                        !!         .    0    .         !
 1983.2!      *      +                        !! 0       .    .    .         !
 1983.3!      +                               !!         .    0    .         !
 1983.4!      *+                              !!         .   0.    .         !
 1984.1!      +  *                            !!         .    .    0         !
 1984.2!         + *                          !!         .    . 0  .         !
 1984.3!     *     +                          !!   0     .    .    .         !
 1984.4!     +  *                             !!         .    .    0         !
 1985.1!       * +                            !!         .  0 .    .         !
 1985.2!        +*                            !!         .    .0   .         !
 1985.3!         *+                           !!         .  0 .    .         !
 1985.4!         *+                           !!         .  0 .    .         !
 1986.1!           +*                         !!         .    . 0  .         !
 1986.2!             *+                       !!         .   0.    .         !
 1986.3!           *   +                      !!       0 .    .    .         !
 1986.4!             +*                       !!         .    .  0 .         !
 1987.1!                +*                    !!         .    .0   .         !
 1987.2!                   +*                 !!         .    .  0 .         !
 1987.3!                    * +               !!         .0   .    .         !
 1987.4!                    *+                !!         .  0 .    .         !
 1988.1!                   *+                 !!         .  0 .    .         !
 1988.2!                   +   *              !!         .    .    . 0       !
 1988.3!                       +              !!         .    0    .         !
 1988.4!                     * +              !!         .0   .    .         !
 1989.1!                     +    *           !!         .    .    .    0    !
 1989.2!                        * +           !!         .0   .    .         !
 1989.3!                      *+              !!         .  0 .    .         !
 1989.4!                     +   *            !!         .    .    .0        !
 1990.1!                        +*            !!         .    .0   .         !
 1990.2!                        *+            !!         .  0 .    .         !
 1990.3!                         +            !!         .    .0   .         !
 1990.4!                           + *        !!         .    .    0         !
 1991.1!                              +*      !!         .    .0   .         !
 1991.2!                              *+      !!         .   0.    .         !
 1991.3!                           *  +       !!        0.    .    .         !
 1991.4!                           *+         !!         .   0.    .         !
 1992.1!                            +  *      !!         .    .    0         !
 1992.2!                             * +      !!         0    .    .         !
 1992.3!                           * +        !!         0    .    .         !
 1992.4!                           +          !!         .    0    .         !
 1993.1!                           +*         !!         .    .  0 .         !
 1993.2!                             +        !!         .   0.    .         !
 1993.3!                             +        !!         .    .0   .         !
 1993.4!                             +*       !!         .    . 0  .         !
 1994.1!                            * +       !!         . 0  .    .         !
 1994.2!                            +         !!         .   0.    .         !
 1994.3!                            +         !!         .   0.    .         !
 1994.4!                            +  *      !!         .    .   0.         !
 1995.1!                          *    +      !!     0   .    .    .         !
 1995.2!                          *+          !!         .    0    .         !
 1995.3!                          *+          !!         .   0.    .         !
 1995.4!                          +    *      !!         .    .    .   0     !
 1996.1!                              *+      !!         .  0 .    .         !
 1996.2!                             *+       !!         .  0 .    .         !
 1996.3!                            +   *     !!         .    .    .0        !
 1996.4!                            *  +      !!         0    .    .         !
 1997.1!                            +*        !!         .    .  0 .         !
 1997.2!                            +         !!         .   0.    .         !
 1997.3!                           +  *       !!         .    .    0         !
 1997.4!                             +*       !!         .    . 0  .         !
 1998.1!                              +    *  !!         .    .    .    0    !
 1998.2!                                 * +  !!         .  0 .    .         !
 1998.3!                              *  +    !!         0    .    .         !
 1998.4!                         *    +       !!      0  .    .    .         !
 1999.1!                       * +            !!         .0   .    .         !
 1999.2!                       +              !!         .    .0   .         !
 1999.3!                        +   *         !!         .    .    . 0       !
 1999.4!                            +*        !!         .    . 0  .         !
 2000.1!                            +*        !!         .    . 0  .         !
 2000.2!                          *  +        !!         0    .    .         !
 2000.3!                          +  *        !!         .    .    0         !
 2000.4!                            +*        !!         .    . 0  .         !
 2001.1!                          *  +        !!         0    .    .         !
 2001.2!                          +  *        !!         .    .    0         !
 2001.3!                           * +        !!         .0   .    .         !
 2001.4!                           +  *       !!         .    .    0         !
 2002.1!                             +*       !!         .    .0   .         !
 2002.2!                             *+       !!         .   0.    .         !
 2002.3!                             + *      !!         .    .  0 .         !
 2002.4!                             * +      !!         . 0  .    .         !
 2003.1!                             +        !!         .    0    .         !
 2003.2!                             *+       !!         .  0 .    .         !
 2003.3!                              +   *   !!         .    .    . 0       !
 2003.4!                                 *+   !!         .   0.    .         !
 2004.1!                                  + * !!         .    .  0 .         !
 2004.2!                                   *+ !!         .   0.    .         !
 2004.3!                                   +* !!         .    .0   .         !
 2004.4!                                   *+ !!         .  0 .    .         !
 2005.1!                                   +* !!         .    0    .         !
 2005.2!                                *   + !!        0.    .    .         !
 2005.3!                                 +*   !!         .    .  0 .         !
 2005.4!                                  +   !!         .   0.    .         !
 2006.1!                                 *+   !!         .   0.    .         !
 2006.2!                                 +    !!         .   0.    .         !
 2006.3!                                 +   *!!         .    .    .  0      !
 2006.4!                                     +*!         .    .0   .         !
 2007.1!                                     *+!         .   0.    .         !
 2007.2!                                    *+!!         . 0  .    .         !
 2007.3!                                    + !!         .    .0   .         !
 2007.4!                                   * +!!         .  0 .    .         !
 2008.1!                                    + !!         .    .0   .         !
 2008.2!                                  * + !!         . 0  .    .         !
 2008.3!                                  +*  !!         .    .0   .         !
 2008.4!                                 *+   !!         .  0 .    .         !
 2009.1!                                 +*   !!         .    . 0  .         !
 2009.2!                              *  +    !!         0    .    .         !
 2009.3!                              +*      !!         .    .0   .         !
 2009.4!                              +*      !!         .    .0   .         !
 2010.1!                              +*      !!         .    .0   .         !
 2010.2!                              +       !!         .    0    .         !
 2010.3!                             +   *    !!         .    .    . 0       !
 2010.4!                                +  *  !!         .    .   0.         !
 2011.1!                                  +   !!         .    0    .         !
 2011.2!                               * +    !!         .0   .    .         !
 2011.3!                               +    * !!         .    .    .   0     !
 2011.4!                            *      +  !! 0       .    .    .         !
 2012.1!                           +   *      !!         .    .    . 0       !
 2012.2!                              +  *    !!         .    .    0         !
 2012.3!                                +     !!         .    0    .         !
 2012.4!                               + *    !!         .    .  0 .         !


     29.93 percent of the residuals exceed 1 SE
      5.84 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHFI=CHPX$Q/FIPMM;                                                     
 GENR LAACHFI=LOG(AACHFI+.00001);                                             
 GENR LACHFI=LOG(ACHFI+.00001);                                               
 LHS AACHFI=EXP(LAACHFI)-.00001;                                              
  EQ  603 LAACHFI C LACHFI(-1) PCHFI;                                         
EQUATION 647  LAACHFI  
   RHS     C  LACHFI(-1)  PCHFI  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  647 PLOT=0;END;                                                     

Equation number =  647
**********************

Dependent variable = LAACHFI 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.436152201

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.082066645       0.265823919   0.30873     1.000000
12350 LACHFI  ( -1)       0.953484737       0.031238233  30.52301    -4.464082
12348 PCHFI   (  0)      -0.233907945       0.300617814  -0.77809     1.119177

SE of equation            =     0.357276303
Sum of squared residuals  =  15.7005019      -0.389821508E-11
Average absolute error    =     0.232661517
Sum of ABS residuals      =  29.3153512    
R squared                 =   0.93451
Durbin-Watson statistic   =   2.69482
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!  *  +                                !!           .0 .  .           !
 1981.4!   +*                                 !!           .  .0 .           !
 1982.1!   *+                                 !!           . 0.  .           !
 1982.2!    +*                                !!           .  .0 .           !
 1982.3!     +*                               !!           .  .0 .           !
 1982.4!      +                               !!           .  0  .           !
 1983.1!     * +                              !!           .0 .  .           !
 1983.2!    *+                                !!           . 0.  .           !
 1983.3!    +*                                !!           .  0  .           !
 1983.4! *   +                                !!          0.  .  .           !
 1984.1! +                                    !!           .  0  .           !
 1984.2*  +                                   !!           .0 .  .           !
 1984.3!+ *                                   !!           .  . 0.           !
 1984.4!*  +                                  !!           0  .  .           !
 1985.1!+ *                                   !!           .  . 0.           !
 1985.2*  +                                   !!           0  .  .           !
 1985.3+  *                                   !!           .  . 0.           !
 1985.4! *+                                   !!           . 0.  .           !
 1986.1! *+                                   !!           . 0.  .           !
 1986.2!  +*                                  !!           .  . 0.           !
 1986.3!    + *                               !!           .  .0 .           !
 1986.4!     * +                              !!           .0 .  .           !
 1987.1!     *+                               !!           .  0  .           !
 1987.2!      +*                              !!           .  .0 .           !
 1987.3!        +   *                         !!           .  .  .0          !
 1987.4!       *    +                         !!         0 .  .  .           !
 1988.1!      * +                             !!           .0 .  .           !
 1988.2!     * +                              !!           .0 .  .           !
 1988.3!     +     *                          !!           .  .  .  0        !
 1988.4!          * +                         !!           .0 .  .           !
 1989.1!     *     +                          !!        0  .  .  .           !
 1989.2!     +*                               !!           .  .0 .           !
 1989.3!       +                              !!           .  0  .           !
 1989.4!        +          *                  !!           .  .  .      0    !
 1990.1!   *               +                  !0           .  .  .           !
 1990.2!    + *                               !!           .  . 0.           !
 1990.3!       +      *                       !!           .  .  .  0        !
 1990.4!         *     +                      !!         0 .  .  .           !
 1991.1!      *   +                           !!          0.  .  .           !
 1991.2!       +                              !!           .  0  .           !
 1991.3!        + *                           !!           .  . 0.           !
 1991.4!           +                          !!           .  0  .           !
 1992.1!     *      +                         !!       0   .  .  .           !
 1992.2!      +                               !!           .  0  .           !
 1992.3!       +       *                      !!           .  .  .   0       !
 1992.4!           *   +                      !!          0.  .  .           !
 1993.1!         * +                          !!           .0 .  .           !
 1993.2!          +                           !!           .  0  .           !
 1993.3!          +   *                       !!           .  .  .0          !
 1993.4!              +                       !!           .  0  .           !
 1994.1!           *  +                       !!           0  .  .           !
 1994.2!           + *                        !!           .  .0 .           !
 1994.3!             +                        !!           . 0.  .           !
 1994.4!             +  *                     !!           .  .  0           !
 1995.1!           *     +                    !!         0 .  .  .           !
 1995.2!            +                         !!           .  0  .           !
 1995.3!            *+                        !!           . 0.  .           !
 1995.4!             +*                       !!           .  .0 .           !
 1996.1!            *  +                      !!           0  .  .           !
 1996.2!            +                         !!           . 0.  .           !
 1996.3!            + *                       !!           .  . 0.           !
 1996.4!              *+                      !!           . 0.  .           !
 1997.1!              *+                      !!           . 0.  .           !
 1997.2!              +                       !!           . 0.  .           !
 1997.3!              + *                     !!           .  . 0.           !
 1997.4!                +*                    !!           .  0  .           !
 1998.1!                *+                    !!           . 0.  .           !
 1998.2!                 +*                   !!           .  .0 .           !
 1998.3!                 *+                   !!           . 0.  .           !
 1998.4!              *   +                   !!          0.  .  .           !
 1999.1!              +                       !!           .  0  .           !
 1999.2!              +                       !!           .  0  .           !
 1999.3!               +  *                   !!           .  .  0           !
 1999.4!                  + *                 !!           .  . 0.           !
 2000.1!                    +*                !!           .  0  .           !
 2000.2!                     +*               !!           .  . 0.           !
 2000.3!             *        +               !!      0    .  .  .           !
 2000.4!              +         *             !!           .  .  .      0    !
 2001.1!                       *+             !!           . 0.  .           !
 2001.2!                      +*              !!           .  .0 .           !
 2001.3!                       +*             !!           .  .0 .           !
 2001.4!                        +  *          !!           .  .  0           !
 2002.1!                        * +           !!           .0 .  .           !
 2002.2!                        +             !!           .  0  .           !
 2002.3!                        +  *          !!           .  .  0           !
 2002.4!                           + *        !!           .  . 0.           !
 2003.1!                          *  +        !!           .0 .  .           !
 2003.2!                          +*          !!           .  0  .           !
 2003.3!                           +  *       !!           .  .  0           !
 2003.4!                              +       !!           .  0  .           !
 2004.1!                             *+       !!           . 0.  .           !
 2004.2!                             +        !!           .  .0 .           !
 2004.3!                             +  *     !!           .  . 0.           !
 2004.4!                               +*     !!           .  .0 .           !
 2005.1!                                +     !!           . 0.  .           !
 2005.2!                               +      !!           .  0  .           !
 2005.3!                               + *    !!           .  . 0.           !
 2005.4!                                 + *  !!           .  . 0.           !
 2006.1!                                 *+   !!           .0 .  .           !
 2006.2!                                +*    !!           .  0  .           !
 2006.3!                                 +  * !!           .  .  0           !
 2006.4!                                   +  !!           . 0.  .           !
 2007.1!                                  *+  !!           .  0  .           !
 2007.2!                                  +*  !!           .  .0 .           !
 2007.3!                                   + *!!           .  . 0.           !
 2007.4!                                    *+!!           . 0.  .           !
 2008.1!                                   *+ !!           . 0.  .           !
 2008.2!                                  + * !!           .  .0 .           !
 2008.3!                                    +*!!           .  .0 .           !
 2008.4!                                    *+!!           . 0.  .           !
 2009.1!                                 * +  !!           .0 .  .           !
 2009.2!                                 + *  !!           .  . 0.           !
 2009.3!                                   +* !!           .  . 0.           !
 2009.4!                                    + !!           .  0  .           !
 2010.1!                                   *+ !!           . 0.  .           !
 2010.2!                                   +  !!           .  .0 .           !
 2010.3!                                   +* !!           .  .0 .           !
 2010.4!                                    + !!           .  0  .           !
 2011.1!                                  * + !!           . 0.  .           !
 2011.2!                                  + * !!           .  .0 .           !
 2011.3!                                   + *!!           .  .0 .           !
 2011.4!                                    +*!!           .  .0 .           !
 2012.1!                                     +*!           .  .0 .           !
 2012.2!                                     +*!           .  .0 .           !
 2012.3!                                     *+!           .  0  .           !
 2012.4!                                    *+!!           . 0.  .           !


     18.25 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
@@EQ  604 LAAARFI C LAARFI(-1) PARFI;SMPL 1996.3 2012.4;OLS;EST  604 PLOT=0;EN
@EQ   605 LAABRFI C LABRFI(-1) PBRFI;SMPL 1981.3 2012.4;OLS;EST  605 PLOT=0;EN
@EQ   606 LAACEFI C LACEFI(-1) PCEFI;SMPL 1988.3 2012.4;OLS;EST  606 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMEFI=MEPX$Q/FIPMM;                                                     
 GENR LAAMEFI=LOG(AAMEFI+.00001);                                             
 GENR LAMEFI=LOG(AMEFI+.00001);                                               
 LHS AAMEFI=EXP(LAAMEFI)-.00001;                                              
  EQ  607 LAAMEFI C LAMEFI(-1) PMEFI;                                         
EQUATION 648  LAAMEFI  
   RHS     C  LAMEFI(-1)  PMEFI  
 SMPL 1979.2 2012.4;                                                          
Sample period is now  1979.2 to  2012.4 Internally:   110 to   244
 OLS;EST  648 PLOT=0;END;                                                     

Equation number =  648
**********************

Dependent variable = LAAMEFI 

 1979.2 -   2012.4,    0 missing obs.,  135 obs. used.

Mean of dependent variable       -8.159424478

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.932672478       0.779743069  -2.47860     1.000000
12353 LAMEFI  ( -1)       0.683600490       0.064896860  10.53365    -8.171787
12351 PMEFI   (  0)      -0.573468178       0.657433142  -0.87228     1.116913

SE of equation            =     1.019098048
Sum of squared residuals  =  137.090030       0.614353013E-11
Average absolute error    =     0.715831779
Sum of ABS residuals      =  96.6372902    
R squared                 =   0.49047
Durbin-Watson statistic   =   2.63953
SMPL and No. Obs.         = 1979.2   2012.4    135

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.2!           * +                        !!          . 0 .   .          !
 1979.3!          * +                         !!          . 0 .   .          !
 1979.4!          * +                         !!          .  0.   .          !
 1980.1!            +  *                      !!          .   . 0 .          !
 1980.2!               +      *               !!          .   .   .0         !
 1980.3!        *           +                 !!     0    .   .   .          !
 1980.4!          +    *                      !!          .   .   0          !
 1981.1!               +     *                !!          .   .   0          !
 1981.2!       *           +                  !!      0   .   .   .          !
 1981.3!        +                     *       !!          .   .   .          0
 1981.4!    *                    +            !0          .   .   .          !
 1982.1!       +                    *         !!          .   .   .         0!
 1982.2!       *               +              !!   0      .   .   .          !
 1982.3!    *    +                            !!          0   .   .          !
 1982.4!      +                   *           !!          .   .   .         0!
 1983.1!              *       +               !!         0.   .   .          !
 1983.2!              +      *                !!          .   .   .0         !
 1983.3!                  +    *              !!          .   .  0.          !
 1983.4!         *          +                 !!       0  .   .   .          !
 1984.1!         *+                           !!          .   0   .          !
 1984.2!          +       *                   !!          .   .   . 0        !
 1984.3!       *        +                     !!        0 .   .   .          !
 1984.4!       *+                             !!          .  0.   .          !
 1985.1!        +     *                       !!          .   .   0          !
 1985.2!             +        *               !!          .   .   . 0        !
 1985.3!                *  +                  !!          . 0 .   .          !
 1985.4!               +                      !!          .   0   .          !
 1986.1!           *  +                       !!          . 0 .   .          !
 1986.2!           *+                         !!          .   0   .          !
 1986.3!  *         +                         !!       0  .   .   .          !
 1986.4!      +       *                       !!          .   .   .0         !
 1987.1!           *   +                      !!          . 0 .   .          !
 1987.2!         *  +                         !!          . 0 .   .          !
 1987.3!           +  *                       !!          .   . 0 .          !
 1987.4!              + *                     !!          .   .0  .          !
 1988.1!     *          +                     !!      0   .   .   .          !
 1988.2!        + *                           !!          .   .0  .          !
 1988.3!            +     *                   !!          .   .   0          !
 1988.4!     *           +                    !!      0   .   .   .          !
 1989.1!         + *                          !!          .   .0  .          !
 1989.2!          * +                         !!          .  0.   .          !
 1989.3!          *+                          !!          .  0.   .          !
 1989.4!           +*                         !!          .   .0  .          !
 1990.1!  *          +                        !!      0   .   .   .          !
 1990.2!     *+                               !!          .  0.   .          !
 1990.3!   *    +                             !!          0   .   .          !
 1990.4!  *    +                              !!          0   .   .          !
 1991.1!   *   +                              !!          . 0 .   .          !
 1991.2!      *+                              !!          .   0   .          !
 1991.3!    *    +                            !!          .0  .   .          !
 1991.4!        +                             !!          .   0   .          !
 1992.1!        *  +                          !!          . 0 .   .          !
 1992.2!           +*                         !!          .   .0  .          !
 1992.3!             +                        !!          .   0   .          !
 1992.4*              +                       !!    0     .   .   .          !
 1993.1!    + *                               !!          .   . 0 .          !
 1993.2!         + *                          !!          .   .0  .          !
 1993.3!       *    +                         !!          0   .   .          !
 1993.4!      *  +                            !!          . 0 .   .          !
 1994.1!        *+                            !!          .  0.   .          !
 1994.2!          +       *                   !!          .   .   .0         !
 1994.3!          *      +                    !!         0.   .   .          !
 1994.4!           +                          !!          .  0.   .          !
 1995.1!        *   +                         !!          .0  .   .          !
 1995.2!       *   +                          !!          . 0 .   .          !
 1995.3!       *  +                           !!          . 0 .   .          !
 1995.4!     *    +                           !!          .0  .   .          !
 1996.1! *      +                             !!         0.   .   .          !
 1996.2!     +                                !!          .   0   .          !
 1996.3!    *    +                            !!          .0  .   .          !
 1996.4!        +                             !!          .   0   .          !
 1997.1!           +                          !!          .   .0  .          !
 1997.2!           * +                        !!          .  0.   .          !
 1997.3!            +                         !!          .   0   .          !
 1997.4!            *+                        !!          .  0.   .          !
 1998.1!       *     +                        !!          0   .   .          !
 1998.2!     *   +                            !!          .0  .   .          !
 1998.3!  *     +                             !!          0   .   .          !
 1998.4!      +                               !!          .   0   .          !
 1999.1!         +  *                         !!          .   . 0 .          !
 1999.2!             +*                       !!          .   .0  .          !
 1999.3!               +                      !!          .   0   .          !
 1999.4!              *+                      !!          .  0.   .          !
 2000.1!          *   +                       !!          .0  .   .          !
 2000.2!          *+                          !!          .  0.   .          !
 2000.3!        *  +                          !!          . 0 .   .          !
 2000.4!         *+                           !!          .  0.   .          !
 2001.1!          +   *                       !!          .   .  0.          !
 2001.2!              +                       !!          .   0   .          !
 2001.3!             *+                       !!          .  0.   .          !
 2001.4!           * +                        !!          . 0 .   .          !
 2002.1!            +     *                   !!          .   .   .0         !
 2002.2!              *  +                    !!          . 0 .   .          !
 2002.3!             *+                       !!          .  0.   .          !
 2002.4!              +*                      !!          .   .0  .          !
 2003.1!               +*                     !!          .   .0  .          !
 2003.2!                + *                   !!          .   .0  .          !
 2003.3!                *+                    !!          .  0.   .          !
 2003.4!                +*                    !!          .   .0  .          !
 2004.1!                 +*                   !!          .   .0  .          !
 2004.2!                 +*                   !!          .   .0  .          !
 2004.3!                  +                   !!          .   0   .          !
 2004.4!                 + *                  !!          .   .0  .          !
 2005.1!                  +      *            !!          .   .   .0         !
 2005.2!                      + *             !!          .   .0  .          !
 2005.3!                     + *              !!          .   .0  .          !
 2005.4!                    + *               !!          .   .0  .          !
 2006.1!                    +    *            !!          .   .  0.          !
 2006.2!                       +     *        !!          .   .   .0         !
 2006.3!                         +*           !!          .   .0  .          !
 2006.4!                       + *            !!          .   .0  .          !
 2007.1!                       +  *           !!          .   . 0 .          !
 2007.2!                       +*             !!          .   .0  .          !
 2007.3!                      + *             !!          .   . 0 .          !
 2007.4!                      + *             !!          .   . 0 .          !
 2008.1!                      +          *    !!          .   .   .   0      !
 2008.2!                            +      *  !!          .   .   .0         !
 2008.3!                             +    *   !!          .   .  0.          !
 2008.4!                             +     *  !!          .   .   .0         !
 2009.1!                             +    *   !!          .   .  0.          !
 2009.2!                            +       * !!          .   .   .0         !
 2009.3!                              +      *!!          .   .   .0         !
 2009.4!                               +      *!          .   .   .0         !
 2010.1!                       *       +      !!         0.   .   .          !
 2010.2!                     +*               !!          .   0   .          !
 2010.3!                  * +                 !!          .  0.   .          !
 2010.4!                  +      *            !!          .   .   .0         !
 2011.1!                   *  +               !!          . 0 .   .          !
 2011.2!                  +     *             !!          .   .   0          !
 2011.3!                     +  *             !!          .   . 0 .          !
 2011.4!                     + *              !!          .   .0  .          !
 2012.1!                     +  *             !!          .   . 0 .          !
 2012.2!                     +    *           !!          .   .  0.          !
 2012.3!                       + *            !!          .   .0  .          !
 2012.4!                      +               !!          .   0   .          !


     25.93 percent of the residuals exceed 1 SE
      4.44 percent of the residuals exceed 2 SE
@EQ   608 LAAPEFI C LAPEFI(-1) PPEFI;SMPL 1981.3 2012.4;OLS;EST  608 PLOT=0;EN
@@EQ  609 LAATUFI C LATUFI(-1) PTUFI;SMPL 1993.3 2012.4;OLS;EST  609 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDFI=PDPX$/FIPMM;                                                      
 GENR LAAPDFI=LOG(AAPDFI+.00001);                                             
 GENR LAPDFI=LOG(APDFI+.00001);                                               
 LHS AAPDFI=EXP(LAAPDFI)-.00001;                                              
  EQ  610 LAAPDFI C LAPDFI(-1) PPDFI;                                         
EQUATION 649  LAAPDFI  
   RHS     C  LAPDFI(-1)  PPDFI  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  649 PLOT=0;END;                                                     

Equation number =  649
**********************

Dependent variable = LAAPDFI 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.480861809

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.477087246       0.360054574  -4.10240     1.000000
12356 LAPDFI  ( -1)       0.634600533       0.069497964   9.13121    -4.481102
12354 PPDFI   (  0)      -0.143020164       0.172144935  -0.83081     1.119177

SE of equation            =     0.275787300
Sum of squared residuals  =  9.35521209      -0.784039500E-11
Average absolute error    =     0.206234355
Sum of ABS residuals      =  25.9855287    
R squared                 =   0.40826
Durbin-Watson statistic   =   2.23332
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                         +    *       !!         .    .   0.         !
 1981.4!     *                   +            !0         .    .    .         !
 1982.1!         +          *                 !!         .    .    .  0      !
 1982.2!                   +           *      !!         .    .    .   0     !
 1982.3!                          + *         !!         .    . 0  .         !
 1982.4!                        +             !!         .    0    .         !
 1983.1!                 *   +                !!         . 0  .    .         !
 1983.2!                +   *                 !!         .    .  0 .         !
 1983.3!                  +   *               !!         .    . 0  .         !
 1983.4!                   +    *             !!         .    .   0.         !
 1984.1!              *      +                !!         0    .    .         !
 1984.2!              +             *         !!         .    .    .    0    !
 1984.3!                       +      *       !!         .    .    .0        !
 1984.4!                         +*           !!         .    .0   .         !
 1985.1!                  *  +                !!         . 0  .    .         !
 1985.2!                +      *              !!         .    .    0         !
 1985.3!                    +    *            !!         .    .   0.         !
 1985.4!                      +   *           !!         .    .   0.         !
 1986.1!              *        +              !!        0.    .    .         !
 1986.2!               +     *                !!         .    .    0         !
 1986.3!                    +                 !!         .    0    .         !
 1986.4!            *      +                  !!         0    .    .         !
 1987.1!      *       +                       !!        0.    .    .         !
 1987.2!          +*                          !!         .    .0   .         !
 1987.3!             *+                       !!         .   0.    .         !
 1987.4!               +            *         !!         .    .    .    0    !
 1988.1!         *               +            !!   0     .    .    .         !
 1988.2!            +  *                      !!         .    . 0  .         !
 1988.3!                +   *                 !!         .    .  0 .         !
 1988.4!                   +                  !!         .    0    .         !
 1989.1!          *       +                   !!        0.    .    .         !
 1989.2!             +     *                  !!         .    .   0.         !
 1989.3!                 *+                   !!         .   0.    .         !
 1989.4!                 +     *              !!         .    .   0.         !
 1990.1!       *             +                !!    0    .    .    .         !
 1990.2!           +      *                   !!         .    .    0         !
 1990.3!             *    +                   !!         .0   .    .         !
 1990.4!               +   *                  !!         .    .  0 .         !
 1991.1!     *             +                  !!    0    .    .    .         !
 1991.2!         +    *                       !!         .    .  0 .         !
 1991.3!               +           *          !!         .    .    .  0      !
 1991.4!                        +             !!         .    0    .         !
 1992.1!                    * +               !!         .   0.    .         !
 1992.2!                    +                 !!         .    0    .         !
 1992.3!                 *  +                 !!         .  0 .    .         !
 1992.4!                 +         *          !!         .    .    . 0       !
 1993.1!    *                  +              !!0        .    .    .         !
 1993.2!         +*                           !!         .    .0   .         !
 1993.3!             +               *        !!         .    .    .      0  !
 1993.4!                   *     +            !!         .0   .    .         !
 1994.1!          *       +                   !!        0.    .    .         !
 1994.2!             +      *                 !!         .    .    0         !
 1994.3!                   +         *        !!         .    .    . 0       !
 1994.4!                        *+            !!         .   0.    .         !
 1995.1!                   *  +               !!         .  0 .    .         !
 1995.2!                   +  *               !!         .    . 0  .         !
 1995.3!                     +                !!         .    0    .         !
 1995.4!                    +*                !!         .    0    .         !
 1996.1!         *          +                 !!      0  .    .    .         !
 1996.2!             + *                      !!         .    . 0  .         !
 1996.3!                +  *                  !!         .    . 0  .         !
 1996.4!                   +                  !!         .    0    .         !
 1997.1!           *       +                  !!        0.    .    .         !
 1997.2!              +   *                   !!         .    .  0 .         !
 1997.3!                  + *                 !!         .    .0   .         !
 1997.4!            *      +                  !!         0    .    .         !
 1998.1!   *          +                       !!      0  .    .    .         !
 1998.2!         +                            !!         .    0    .         !
 1998.3!           *+                         !!         .   0.    .         !
 1998.4!           * +                        !!         .  0 .    .         !
 1999.1!          *  +                        !!         . 0  .    .         !
 1999.2!        *    +                        !!         . 0  .    .         !
 1999.3!     *     +                          !!         0    .    .         !
 1999.4!         +                            !!         .    0    .         !
 2000.1*            +                         !!    0    .    .    .         !
 2000.2!*     +                               !!         0    .    .         !
 2000.3!      +*                              !!         .    .0   .         !
 2000.4*          +                           !!      0  .    .    .         !
 2001.1!    * +                               !!         .   0.    .         !
 2001.2!      *  +                            !!         .  0 .    .         !
 2001.3!        * +                           !!         .  0 .    .         !
 2001.4!           + *                        !!         .    .0   .         !
 2002.1!       *      +                       !!         0    .    .         !
 2002.2!       *   +                          !!         . 0  .    .         !
 2002.3!    *      +                          !!         0    .    .         !
 2002.4!       * +                            !!         .   0.    .         !
 2003.1!     *     +                          !!         0    .    .         !
 2003.2!          +  *                        !!         .    . 0  .         !
 2003.3!            *  +                      !!         .  0 .    .         !
 2003.4!      *        +                      !!       0 .    .    .         !
 2004.1!          + *                         !!         .    .0   .         !
 2004.2!               + *                    !!         .    . 0  .         !
 2004.3!                 +                    !!         .    0    .         !
 2004.4!                  +  *                !!         .    . 0  .         !
 2005.1!               *    +                 !!         .0   .    .         !
 2005.2!                +   *                 !!         .    .  0 .         !
 2005.3!                   *+                 !!         .   0.    .         !
 2005.4!                *  +                  !!         .  0 .    .         !
 2006.1!              *  +                    !!         .  0 .    .         !
 2006.2!                +*                    !!         .    0    .         !
 2006.3!              *  +                    !!         .  0 .    .         !
 2006.4!                + *                   !!         .    . 0  .         !
 2007.1!                  + *                 !!         .    .0   .         !
 2007.2!                   +                  !!         .    0    .         !
 2007.3!                  *+                  !!         .   0.    .         !
 2007.4!                   +    *             !!         .    .   0.         !
 2008.1!                      +      *        !!         .    .    0         !
 2008.2!                         + *          !!         .    .0   .         !
 2008.3!                        + *           !!         .    .0   .         !
 2008.4!                       + *            !!         .    .0   .         !
 2009.1!                       +  *           !!         .    .  0 .         !
 2009.2!                        +*            !!         .    .0   .         !
 2009.3!                       +     *        !!         .    .   0.         !
 2009.4!                         +            *!         .    .    .   0     !
 2010.1!                             * +      !!         .   0.    .         !
 2010.2!                          +*          !!         .    .0   .         !
 2010.3!                        + *           !!         .    .0   .         !
 2010.4!                       +   *          !!         .    .  0 .         !
 2011.1!                        +     *       !!         .    .    0         !
 2011.2!                          +   *       !!         .    .  0 .         !
 2011.3!                          + *         !!         .    .0   .         !
 2011.4!                         +*           !!         .    .0   .         !
 2012.1!                        + *           !!         .    .0   .         !
 2012.2!                       +    *         !!         .    .   0.         !
 2012.3!                         +   *        !!         .    .  0 .         !
 2012.4!                         +     *      !!         .    .    0         !


     26.98 percent of the residuals exceed 1 SE
      6.35 percent of the residuals exceed 2 SE
@@EQ  611 LAARUFI C LARUFI(-1) PRUFI;SMPL 1992.3 2012.4;OLS;EST  611 PLOT=0;EN
@@EQ  612 LAAUEFI C LAUEFI(-1) PUEFI;SMPL 1995.3 2012.4;OLS;EST  612 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PEGFI=EGPX$/FIPMM;                                                      
 GENR LAAEGFI=LOG(AAEGFI+.00001);                                             
 GENR LAEGFI=LOG(AEGFI+.00001);                                               
 LHS AAEGFI=EXP(LAAEGFI)-.00001;                                              
  EQ  613 LAAEGFI C LAEGFI(-1) PEGFI;                                         
EQUATION 650  LAAEGFI  
   RHS     C  LAEGFI(-1)  PEGFI  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  650 PLOT=0;END;                                                     

Equation number =  650
**********************

Dependent variable = LAAEGFI 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -9.368497891

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.513227738       0.920327793  -3.81737     1.000000
12359 LAEGFI  ( -1)       0.620066800       0.070043560   8.85259    -9.357711
12357 PEGFI   (  0)      -0.047234956       0.492580239  -0.09589     1.119177

SE of equation            =     0.780874898
Sum of squared residuals  =  75.0011696      -0.846966941E-11
Average absolute error    =     0.606031764
Sum of ABS residuals      =  76.3600023    
R squared                 =   0.39388
Durbin-Watson statistic   =   2.40181
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                  *        +          !!       0.     .     .        !
 1981.4!                 +       *            !!        .     .     0        !
 1982.1!                     + *              !!        .     . 0   .        !
 1982.2!                    +     *           !!        .     .    0.        !
 1982.3!           *          +               !!     0  .     .     .        !
 1982.4!             +      *                 !!        .     .     0        !
 1983.1!                  + *                 !!        .     . 0   .        !
 1983.2!                  +      *            !!        .     .     0        !
 1983.3!                     +                !!        .     0     .        !
 1983.4!                   +  *               !!        .     . 0   .        !
 1984.1!                   +             *    !!        .     .     .     0  !
 1984.2!                           +          *!        .     .     .   0    !
 1984.3!                      *      +        !!        0     .     .        !
 1984.4!                    +     *           !!        .     .    0.        !
 1985.1!                      +*              !!        .     . 0   .        !
 1985.2!                    +  *              !!        .     . 0   .        !
 1985.3!                  * +                 !!        .    0.     .        !
 1985.4!                 +       *            !!        .     .     0        !
 1986.1!                    *+                !!        .    0.     .        !
 1986.2!                  +   *               !!        .     .  0  .        !
 1986.3!             *     +                  !!        0     .     .        !
 1986.4!              +        *              !!        .     .     . 0      !
 1987.1!                    +   *             !!        .     .   0 .        !
 1987.2!                  *  +                !!        .   0 .     .        !
 1987.3!                 +*                   !!        .     .0    .        !
 1987.4!                 +               *    !!        .     .     .      0 !
 1988.1!                  *        +          !!      0 .     .     .        !
 1988.2!                 + *                  !!        .     . 0   .        !
 1988.3!   *             +                    !!  0     .     .     .        !
 1988.4!        +        *                    !!        .     .     . 0      !
 1989.1!                +      *              !!        .     .     0        !
 1989.2!                    + *               !!        .     . 0   .        !
 1989.3!       *            +                 !!   0    .     .     .        !
 1989.4!          +             *             !!        .     .     .    0   !
 1990.1!                 *   +                !!        .  0  .     .        !
 1990.2!                 +           *        !!        .     .     .    0   !
 1990.3!        *               +             !!0       .     .     .        !
 1990.4!           +                 *        !!        .     .     .        0
 1991.1!          *             +             !!  0     .     .     .        !
 1991.2!      *     +                         !!        .0    .     .        !
 1991.3!    *     +                           !!        .0    .     .        !
 1991.4!         + *                          !!        .     . 0   .        !
 1992.1!          *  +                        !!        .   0 .     .        !
 1992.2!            +                         !!        .     0     .        !
 1992.3!        *     +                       !!        . 0   .     .        !
 1992.4!     *     +                          !!        .0    .     .        !
 1993.1!        *+                            !!        .    0.     .        !
 1993.2!           +      *                   !!        .     .     0        !
 1993.3!   *             +                    !!  0     .     .     .        !
 1993.4!  *     +                             !!        .0    .     .        !
 1994.1!  *    +                              !!        . 0   .     .        !
 1994.2!     * +                              !!        .   0 .     .        !
 1994.3!         +      *                     !!        .     .     0        !
 1994.4!    *           +                     !!    0   .     .     .        !
 1995.1!        +  *                          !!        .     . 0   .        !
 1995.2!    *        +                        !!      0 .     .     .        !
 1995.3!        +          *                  !!        .     .     .  0     !
 1995.4!             *   +                    !!        . 0   .     .        !
 1996.1!              +  *                    !!        .     . 0   .        !
 1996.2!                +          *          !!        .     .     .  0     !
 1996.3!                       +*             !!        .     .0    .        !
 1996.4!                     +     *          !!        .     .    0.        !
 1997.1!            *         +               !!     0  .     .     .        !
 1997.2!    *         +                       !!      0 .     .     .        !
 1997.3!        +*                            !!        .     .0    .        !
 1997.4!          *+                          !!        .    0.     .        !
 1998.1!            +                         !!        .     0     .        !
 1998.2!      *      +                        !!        0     .     .        !
 1998.3!     *    +                           !!        . 0   .     .        !
 1998.4!         +                            !!        .     0     .        !
 1999.1!     *      +                         !!        0     .     .        !
 1999.2!         + *                          !!        .     . 0   .        !
 1999.3!         *   +                        !!        .  0  .     .        !
 1999.4!       *    +                         !!        . 0   .     .        !
 2000.1!          +  *                        !!        .     . 0   .        !
 2000.2!              +  *                    !!        .     .  0  .        !
 2000.3!                +*                    !!        .     0     .        !
 2000.4!              * +                     !!        .   0 .     .        !
 2001.1! *            +                       !!   0    .     .     .        !
 2001.2!       +*                             !!        .     .0    .        !
 2001.3!       *   +                          !!        .  0  .     .        !
 2001.4!     *    +                           !!        . 0   .     .        !
 2002.1! *       +                            !!        0     .     .        !
 2002.2!*      +                              !!        0     .     .        !
 2002.3!      +      *                        !!        .     .     0        !
 2002.4*              +                       !! 0      .     .     .        !
 2003.1!     +   *                            !!        .     .  0  .        !
 2003.2!     *     +                          !!        0     .     .        !
 2003.3!    *    +                            !!        . 0   .     .        !
 2003.4!      * +                             !!        .   0 .     .        !
 2004.1!     *    +                           !!        . 0   .     .        !
 2004.2!   *     +                            !!        .0    .     .        !
 2004.3!    *   +                             !!        .  0  .     .        !
 2004.4!   *    +                             !!        .0    .     .        !
 2005.1!        +           *                 !!        .     .     .    0   !
 2005.2!            *      +                  !!        .0    .     .        !
 2005.3!            *+                        !!        .    0.     .        !
 2005.4!           *  +                       !!        .   0 .     .        !
 2006.1!             + *                      !!        .     .0    .        !
 2006.2!              *+                      !!        .    0.     .        !
 2006.3!           *  +                       !!        .  0  .     .        !
 2006.4!          *  +                        !!        .   0 .     .        !
 2007.1!            + *                       !!        .     .0    .        !
 2007.2!          *   +                       !!        . 0   .     .        !
 2007.3!          * +                         !!        .   0 .     .        !
 2007.4!            +*                        !!        .     .0    .        !
 2008.1!              +       *               !!        .     .     .0       !
 2008.2!                    +   *             !!        .     .  0  .        !
 2008.3!                    *+                !!        .     0     .        !
 2008.4!                  +               *   !!        .     .     .      0 !
 2009.1!                           +   *      !!        .     .  0  .        !
 2009.2!                         +  *         !!        .     . 0   .        !
 2009.3!                      *+              !!        .    0.     .        !
 2009.4!                   +*                 !!        .     .0    .        !
 2010.1!                   +                * !!        .     .     .        0
 2010.2!                            +         !!        .     0     .        !
 2010.3!                       +     *        !!        .     .    0.        !
 2010.4!                        +     *       !!        .     .    0.        !
 2011.1!                         +         *  !!        .     .     .  0     !
 2011.2!                           *+         !!        .     0     .        !
 2011.3!                   *   +              !!        .  0  .     .        !
 2011.4!                  + *                 !!        .     . 0   .        !
 2012.1!                  +           *       !!        .     .     .   0    !
 2012.2!                        +*            !!        .     0     .        !
 2012.3!                     +*               !!        .     0     .        !
 2012.4!                   + *                !!        .     . 0   .        !


     28.57 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PISFI=ISPX$/FIPMM;                                                      
 GENR LAAISFI=LOG(AAISFI+.00001);                                             
 GENR LAISFI=LOG(AISFI+.00001);                                               
 LHS AAISFI=EXP(LAAISFI)-.00001;                                              
  EQ  614 LAAISFI C LAISFI(-1) PISFI;                                         
EQUATION 651  LAAISFI  
   RHS     C  LAISFI(-1)  PISFI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  651 PLOT=0;END;                                                     

Equation number =  651
**********************

Dependent variable = LAAISFI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.161046446

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.203145690       0.325729378  -3.69370     1.000000
12362 LAISFI  ( -1)       0.794518633       0.044641511  17.79775    -6.156903
12360 PISFI   (  0)      -0.065171122       0.237661194  -0.27422     1.014666

SE of equation            =     0.254864612
Sum of squared residuals  =  12.0168546       0.139914746E-10
Average absolute error    =     0.192827280
Sum of ABS residuals      =  36.2515287    
R squared                 =   0.64335
Durbin-Watson statistic   =   2.68894
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                + *   !!         .    .0   .         !
 1966.2!                               +  *   !!         .    .  0 .         !
 1966.3!                               + *    !!         .    . 0  .         !
 1966.4!                               + *    !!         .    . 0  .         !
 1967.1!                               +  *   !!         .    .  0 .         !
 1967.2!                               +    * !!         .    .   0.         !
 1967.3!                                 + *  !!         .    .  0 .         !
 1967.4!                                +   * !!         .    .  0 .         !
 1968.1!                                 +*   !!         .    .0   .         !
 1968.2!                                + *   !!         .    . 0  .         !
 1968.3!                               +  *   !!         .    . 0  .         !
 1968.4!                               +   *  !!         .    .  0 .         !
 1969.1!                                +   * !!         .    .   0.         !
 1969.2!                                 +    *!         .    .   0.         !
 1969.3!                                  +  *!!         .    . 0  .         !
 1969.4!                                 +*   !!         .    .0   .         !
 1970.1!                                +*    !!         .    .0   .         !
 1970.2!                              +*      !!         .    .0   .         !
 1970.3!                             +*       !!         .    .0   .         !
 1970.4!                            +  *      !!         .    . 0  .         !
 1971.1!                             +    *   !!         .    .   0.         !
 1971.2!                               +  *   !!         .    .  0 .         !
 1971.3!                                +  *  !!         .    .  0 .         !
 1971.4!                                 + *  !!         .    . 0  .         !
 1972.1!                                +  *  !!         .    .  0 .         !
 1972.2!                                + *   !!         .    .0   .         !
 1972.3!                               +  *   !!         .    .  0 .         !
 1972.4!                               +*     !!         .    .0   .         !
 1973.1!                              +     * !!         .    .    0         !
 1973.2!                               * +    !!         .  0 .    .         !
 1973.3!                             +    *   !!         .    .   0.         !
 1973.4!                     *         +      !!     0   .    .    .         !
 1974.1!                     +  *             !!         .    . 0  .         !
 1974.2!                       +   *          !!         .    .  0 .         !
 1974.3!            *             +           !!  0      .    .    .         !
 1974.4!              +             *         !!         .    .    .      0  !
 1975.1!                         * +          !!         .  0 .    .         !
 1975.2!                        +*            !!         .    .0   .         !
 1975.3!                         +     *      !!         .    .    .0        !
 1975.4!                             +   *    !!         .    .  0 .         !
 1976.1!                          *   +       !!         .0   .    .         !
 1976.2!                         +     *      !!         .    .    0         !
 1976.3!                             +   *    !!         .    .  0 .         !
 1976.4!                              + *     !!         .    .0   .         !
 1977.1!                             +        !!         .    0    .         !
 1977.2!                            +         !!         .    0    .         !
 1977.3!                         * +          !!         .  0 .    .         !
 1977.4!                        +  *          !!         .    . 0  .         !
 1978.1!                         +          * !!         .    .    .   0     !
 1978.2!                               * +    !!         .  0 .    .         !
 1978.3!                         *   +        !!         . 0  .    .         !
 1978.4!                        +         *   !!         .    .    .   0     !
 1979.1!                               +      !!         .    0    .         !
 1979.2!                        *    +        !!         .0   .    .         !
 1979.3!                       + *            !!         .    . 0  .         !
 1979.4!                        +*            !!         .    0    .         !
 1980.1!                        +      *      !!         .    .    . 0       !
 1980.2!                       *     +        !!         0    .    .         !
 1980.3!                      *+              !!         .   0.    .         !
 1980.4!                     +   *            !!         .    .   0.         !
 1981.1!                        +   *         !!         .    .  0 .         !
 1981.2!               *          +           !!    0    .    .    .         !
 1981.3!                +                *    !!         .    .    .         0
 1981.4!                              +       !!         .    0    .         !
 1982.1!                     *      +         !!        0.    .    .         !
 1982.2!                     +*               !!         .    .0   .         !
 1982.3!                *     +               !!         0    .    .         !
 1982.4!                 +    *               !!         .    .   0.         !
 1983.1!                      +   *           !!         .    .   0.         !
 1983.2!                         + *          !!         .    . 0  .         !
 1983.3!          *               +           !!0        .    .    .         !
 1983.4!            +            *            !!         .    .    .     0   !
 1984.1!                   *    +             !!         .0   .    .         !
 1984.2!                   + *                !!         .    . 0  .         !
 1984.3!                 *   +                !!         .0   .    .         !
 1984.4!                  +   *               !!         .    .   0.         !
 1985.1!                   * +                !!         .  0 .    .         !
 1985.2!                   +         *        !!         .    .    .   0     !
 1985.3!                  *         +         !!      0  .    .    .         !
 1985.4!                   +     *            !!         .    .    0         !
 1986.1!               *        +             !!      0  .    .    .         !
 1986.2!                 + *                  !!         .    . 0  .         !
 1986.3!                    + *               !!         .    . 0  .         !
 1986.4!                      +               !!         .    0    .         !
 1987.1!               *      +               !!        0.    .    .         !
 1987.2!                 +                    !!         .    0    .         !
 1987.3!                * +                   !!         .   0.    .         !
 1987.4!          *       +                   !!       0 .    .    .         !
 1988.1!             +     *                  !!         .    .    .0        !
 1988.2!          *         +                 !!     0   .    .    .         !
 1988.3!            +  *                      !!         .    .  0 .         !
 1988.4!           *    +                     !!         0    .    .         !
 1989.1!           * +                        !!         .  0 .    .         !
 1989.2!           * +                        !!         .  0 .    .         !
 1989.3!             +   *                    !!         .    .   0.         !
 1989.4!             *    +                   !!         .0   .    .         !
 1990.1!          *   +                       !!         .0   .    .         !
 1990.2!       *    +                         !!         .0   .    .         !
 1990.3!          +      *                    !!         .    .    .0        !
 1990.4!               *  +                   !!         . 0  .    .         !
 1991.1!       *        +                     !!      0  .    .    .         !
 1991.2!          +*                          !!         .    0    .         !
 1991.3!          *  +                        !!         . 0  .    .         !
 1991.4!           *+                         !!         .   0.    .         !
 1992.1*             +                        !! 0       .    .    .         !
 1992.2!    +     *                           !!         .    .    .0        !
 1992.3!      *      +                        !!         0    .    .         !
 1992.4!     *   +                            !!         .0   .    .         !
 1993.1!*       +                             !!       0 .    .    .         !
 1993.2!    +           *                     !!         .    .    .     0   !
 1993.3!              *  +                    !!         . 0  .    .         !
 1993.4!        *      +                      !!       0 .    .    .         !
 1994.1!    *     +                           !!        0.    .    .         !
 1994.2!     * +                              !!         .  0 .    .         !
 1994.3!     *  +                             !!         . 0  .    .         !
 1994.4!         +  *                         !!         .    .  0 .         !
 1995.1! *            +                       !!   0     .    .    .         !
 1995.2!     +      *                         !!         .    .    .0        !
 1995.3!         *    +                       !!         .0   .    .         !
 1995.4!            +   *                     !!         .    .   0.         !
 1996.1!                *+                    !!         .  0 .    .         !
 1996.2!               * +                    !!         .  0 .    .         !
 1996.3!                + *                   !!         .    . 0  .         !
 1996.4!                   +*                 !!         .    .0   .         !
 1997.1!            *       +                 !!       0 .    .    .         !
 1997.2!            * +                       !!         .   0.    .         !
 1997.3!              +       *               !!         .    .    .  0      !
 1997.4!                      +  *            !!         .    . 0  .         !
 1998.1!                  *     +             !!         0    .    .         !
 1998.2!               *  +                   !!         . 0  .    .         !
 1998.3!           *    +                     !!         0    .    .         !
 1998.4!             +*                       !!         .    .0   .         !
 1999.1!           *   +                      !!         .0   .    .         !
 1999.2!           * +                        !!         .  0 .    .         !
 1999.3!             +*                       !!         .    0    .         !
 1999.4!               +*                     !!         .    0    .         !
 2000.1!              *  +                    !!         .  0 .    .         !
 2000.2!               +*                     !!         .    .0   .         !
 2000.3!              *  +                    !!         .  0 .    .         !
 2000.4!                +   *                 !!         .    .   0.         !
 2001.1!                    +*                !!         .    .0   .         !
 2001.2!                *    +                !!         .0   .    .         !
 2001.3!              *  +                    !!         . 0  .    .         !
 2001.4!               + *                    !!         .    . 0  .         !
 2002.1!                  +    *              !!         .    .    0         !
 2002.2!                       +*             !!         .    .0   .         !
 2002.3!                     * +              !!         .  0 .    .         !
 2002.4!                     +                !!         .    0    .         !
 2003.1!                     +                !!         .    0    .         !
 2003.2!                    *+                !!         .   0.    .         !
 2003.3!                    +                 !!         .    0    .         !
 2003.4!                    +  *              !!         .    . 0  .         !
 2004.1!                      +  *            !!         .    .  0 .         !
 2004.2!                        +             !!         .    0    .         !
 2004.3!                       *+             !!         .   0.    .         !
 2004.4!                       +   *          !!         .    .   0.         !
 2005.1!               *          +           !!    0    .    .    .         !
 2005.2!                +    *                !!         .    .   0.         !
 2005.3!                     +*               !!         .    .0   .         !
 2005.4!                     *+               !!         .   0.    .         !
 2006.1!                *    +                !!         .0   .    .         !
 2006.2!                *+                    !!         .   0.    .         !
 2006.3!                *+                    !!         .   0.    .         !
 2006.4!                 + *                  !!         .    . 0  .         !
 2007.1!                   *+                 !!         .    0    .         !
 2007.2!                *   +                 !!         .0   .    .         !
 2007.3!                *+                    !!         .    0    .         !
 2007.4!                 +      *             !!         .    .    .0        !
 2008.1!                  *    +              !!         0    .    .         !
 2008.2!               *   +                  !!         . 0  .    .         !
 2008.3!                + *                   !!         .    .0   .         !
 2008.4!                 *+                   !!         .   0.    .         !
 2009.1!                  + *                 !!         .    . 0  .         !
 2009.2!                   *+                 !!         .   0.    .         !
 2009.3!                  *+                  !!         .   0.    .         !
 2009.4!                  +  *                !!         .    . 0  .         !
 2010.1!                   * +                !!         .  0 .    .         !
 2010.2!                   + *                !!         .    .0   .         !
 2010.3!            *        +                !!      0  .    .    .         !
 2010.4!              +         *             !!         .    .    .   0     !
 2011.1!                 *     +              !!        0.    .    .         !
 2011.2!                 + *                  !!         .    .0   .         !
 2011.3!                  *+                  !!         .   0.    .         !
 2011.4!                   +                  !!         .    0    .         !
 2012.1!                   + *                !!         .    .0   .         !
 2012.2!               *     +                !!         0    .    .         !
 2012.3!               *+                     !!         .   0.    .         !
 2012.4!                +  *                  !!         .    .  0 .         !


     25.00 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@EQ   615 LAAKEFI C LAKEFI(-1) PKEFI;SMPL 1966.1 2012.4;OLS;EST  615 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBAFI=BAPX$/FIPMM;                                                      
 GENR LAABAFI=LOG(AABAFI+.00001);                                             
 GENR LABAFI=LOG(ABAFI+.00001);                                               
 LHS AABAFI=EXP(LAABAFI)-.00001;                                              
  EQ  616 LAABAFI C LABAFI(-1) PBAFI;                                         
EQUATION 652  LAABAFI  
   RHS     C  LABAFI(-1)  PBAFI  
 SMPL 1986.3 2012.4;                                                          
Sample period is now  1986.3 to  2012.4 Internally:   139 to   244
 OLS;EST  652 PLOT=0;END;                                                     

Equation number =  652
**********************

Dependent variable = LAABAFI 

 1986.3 -   2012.4,    0 missing obs.,  106 obs. used.

Mean of dependent variable       -8.490677428

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.373050178       0.614574661  -2.23415     1.000000
12365 LABAFI  ( -1)       0.722841814       0.062250244  11.61187    -8.515767
12363 PBAFI   (  0)      -0.839564372       0.484034802  -1.73451     1.145922

SE of equation            =     0.496391236
Sum of squared residuals  =  25.3796387       0.967048663E-11
Average absolute error    =     0.377819853
Sum of ABS residuals      =  40.0489044    
R squared                 =   0.63023
Durbin-Watson statistic   =   2.87660
SMPL and No. Obs.         = 1986.3   2012.4    106

Plot of actual(*) and fitted(+) values and residuals(0)


 1986.3!     +       *                        !!          .   .   .0         !
 1986.4!*              +                      !!     0    .   .   .          !
 1987.1!*      +                              !!          0   .   .          !
 1987.2!  *    +                              !!          .0  .   .          !
 1987.3!        +    *                        !!          .   .  0.          !
 1987.4!      *         +                     !!       0  .   .   .          !
 1988.1!           +            *             !!          .   .   .    0     !
 1988.2!                    *  +              !!          . 0 .   .          !
 1988.3!                   +        *         !!          .   .   . 0        !
 1988.4!               *          +           !!       0  .   .   .          !
 1989.1!                 +      *             !!          .   .   .0         !
 1989.2*                      +               !0          .   .   .          !
 1989.3!     +          *                     !!          .   .   .  0       !
 1989.4!          *      +                    !!         0.   .   .          !
 1990.1!          *   +                       !!          . 0 .   .          !
 1990.2!               +   *                  !!          .   .  0.          !
 1990.3!         *          +                 !!       0  .   .   .          !
 1990.4!               + *                    !!          .   .0  .          !
 1991.1!       *            +                 !!      0   .   .   .          !
 1991.2!           +   *                      !!          .   .  0.          !
 1991.3!           *     +                    !!          0   .   .          !
 1991.4!            *   +                     !!          .0  .   .          !
 1992.1!         *      +                     !!          0   .   .          !
 1992.2!           *   +                      !!          . 0 .   .          !
 1992.3!                +   *                 !!          .   .  0.          !
 1992.4!             *        +               !!        0 .   .   .          !
 1993.1!                +   *                 !!          .   . 0 .          !
 1993.2!                      +  *            !!          .   . 0 .          !
 1993.3!                         +            !!          .   0   .          !
 1993.4!                    *    +            !!          .0  .   .          !
 1994.1!                     +      *         !!          .   .   0          !
 1994.2!                     *     +          !!          0   .   .          !
 1994.3!                   *   +              !!          .0  .   .          !
 1994.4!                  *  +                !!          . 0 .   .          !
 1995.1!                     +   *            !!          .   .  0.          !
 1995.2!                         *+           !!          .  0.   .          !
 1995.3!                          +  *        !!          .   . 0 .          !
 1995.4!                         *   +        !!          .0  .   .          !
 1996.1!                          +*          !!          .   .0  .          !
 1996.2!                            +         !!          .   0   .          !
 1996.3!                             +        !!          .   0   .          !
 1996.4!                          *  +        !!          . 0 .   .          !
 1997.1!                          +    *      !!          .   .  0.          !
 1997.2!                              + *     !!          .   . 0 .          !
 1997.3!                               +      !!          .   0   .          !
 1997.4!                              + *     !!          .   .0  .          !
 1998.1!                              +  *    !!          .   . 0 .          !
 1998.2!                              *+      !!          .  0.   .          !
 1998.3!                             + *      !!          .   . 0 .          !
 1998.4!                      *       +       !!         0.   .   .          !
 1999.1!                       +           *  !!          .   .   .  0       !
 1999.2!                               *+     !!          .  0.   .          !
 1999.3!                             +     *  !!          .   .   0          !
 1999.4!                               *+     !!          .  0.   .          !
 2000.1!                             + *      !!          .   .0  .          !
 2000.2!                             +  *     !!          .   . 0 .          !
 2000.3!                              +      *!!          .   .   .0         !
 2000.4!                              *  +    !!          . 0 .   .          !
 2001.1!                            +      *  !!          .   .   0          !
 2001.2!                               + *    !!          .   .0  .          !
 2001.3!                              +     * !!          .   .   0          !
 2001.4!                                +*    !!          .   0   .          !
 2002.1!                             +       *!!          .   .   .0         !
 2002.2!                                 +   *!!          .   .  0.          !
 2002.3!                                 *+   !!          .   0   .          !
 2002.4!                             * +      !!          .  0.   .          !
 2003.1!                             +    *   !!          .   .   0          !
 2003.2!                                +*    !!          .   0   .          !
 2003.3!                               +  *   !!          .   . 0 .          !
 2003.4!                            *    +    !!          .0  .   .          !
 2004.1!                            +    *    !!          .   .  0.          !
 2004.2!                                +     !!          .   0   .          !
 2004.3!                                +  *  !!          .   . 0 .          !
 2004.4!                               *  +   !!          . 0 .   .          !
 2005.1!                               + *    !!          .   . 0 .          !
 2005.2!                               *+     !!          .  0.   .          !
 2005.3!                              *+      !!          .   0   .          !
 2005.4!                          *   +       !!          .0  .   .          !
 2006.1!                           +     *    !!          .   .   0          !
 2006.2!                               *+     !!          .  0.   .          !
 2006.3!                             * +      !!          .  0.   .          !
 2006.4!                        *    +        !!          0   .   .          !
 2007.1!                          +     *     !!          .   .   0          !
 2007.2!                              * +     !!          .  0.   .          !
 2007.3!                               + *    !!          .   .0  .          !
 2007.4!                           *     +    !!          .0  .   .          !
 2008.1!                             +  *     !!          .   . 0 .          !
 2008.2!                               *+     !!          .  0.   .          !
 2008.3!                               + *    !!          .   .0  .          !
 2008.4!                            *   +     !!          .0  .   .          !
 2009.1!                            +       * !!          .   .   .0         !
 2009.2!                               *  +   !!          . 0 .   .          !
 2009.3!                               +   *  !!          .   . 0 .          !
 2009.4!                          *       +   !!         0.   .   .          !
 2010.1!                            +    *    !!          .   .  0.          !
 2010.2!                                + *   !!          .   .0  .          !
 2010.3!                                *+    !!          .   0   .          !
 2010.4!                               *+     !!          .  0.   .          !
 2011.1!                               +  *   !!          .   . 0 .          !
 2011.2!                                 +    *!          .   .  0.          !
 2011.3!                                    +*!!          .   0   .          !
 2011.4!                                   + *!!          .   .0  .          !
 2012.1!                                 * +  !!          .  0.   .          !
 2012.2!                                +*    !!          .   0   .          !
 2012.3!                                +  *  !!          .   . 0 .          !
 2012.4!                               *  +   !!          .  0.   .          !


     27.36 percent of the residuals exceed 1 SE
      3.77 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKFI=HKPX$/FIPMM;                                                      
 GENR LAAHKFI=LOG(AAHKFI+.00001);                                             
 GENR LAHKFI=LOG(AHKFI+.00001);                                               
 LHS AAHKFI=EXP(LAAHKFI)-.00001;                                              
  EQ  617 LAAHKFI C LAHKFI(-1) PHKFI;                                         
EQUATION 653  LAAHKFI  
   RHS     C  LAHKFI(-1)  PHKFI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  653 PLOT=0;END;                                                     

Equation number =  653
**********************

Dependent variable = LAAHKFI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.410740486

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.328136231       0.081731420  -4.01481     1.000000
12368 LAHKFI  ( -1)       0.854188977       0.029726507  28.73493    -5.426951
12366 PHKFI   (  0)      -0.291854337       0.061782072  -4.72393     1.531457

SE of equation            =     0.164212858
Sum of squared residuals  =  4.98868458       0.203903561E-10
Average absolute error    =     0.107226023
Sum of ABS residuals      =  20.1584923    
R squared                 =   0.97829
Durbin-Watson statistic   =   2.12452
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!      *+                              !!            0 . .            !
 1966.2!      *+                              !!            .0. .            !
 1966.3!      *+                              !!            .0. .            !
 1966.4!     *+                               !!            .0. .            !
 1967.1!      +  *                            !!            . . .  0         !
 1967.2!         +*                           !!            . .0.            !
 1967.3!         +*                           !!            . .0.            !
 1967.4!         +*                           !!            . . 0            !
 1968.1!*         +                           !0            . . .            !
 1968.2!*+                                    !!            0 . .            !
 1968.3!*+                                    !!            0 . .            !
 1968.4* +                                    !!            0 . .            !
 1969.1!+        *                            !!            . . .          0 !
 1969.2!        +                             !!            .0. .            !
 1969.3!       *+                             !!            .0. .            !
 1969.4!      *+                              !!            .0. .            !
 1970.1!       +*                             !!            . . .0           !
 1970.2!        +                             !!            .0. .            !
 1970.3!       *+                             !!            .0. .            !
 1970.4!       +                              !!            . 0 .            !
 1971.1!     * +                              !!           0. . .            !
 1971.2!    *+                                !!            .0. .            !
 1971.3!    *+                                !!            .0. .            !
 1971.4!   *+                                 !!            .0. .            !
 1972.1!    + *                               !!            . . .0           !
 1972.2!     *+                               !!            .0. .            !
 1972.3!     +                                !!            . 0 .            !
 1972.4!     +                                !!            . 0 .            !
 1973.1!    +    *                            !!            . . .   0        !
 1973.2!        +*                            !!            . . 0            !
 1973.3!        +                             !!            . 0 .            !
 1973.4!      +*                              !!            . .0.            !
 1974.1!    * +                               !!            0 . .            !
 1974.2!   + *                                !!            . . 0            !
 1974.3!    +                                 !!            . 0 .            !
 1974.4!    +   *                             !!            . . .   0        !
 1975.1!          + *                         !!            . . 0            !
 1975.2!              + *                     !!            . . .0           !
 1975.3!              *  +                    !!          0 . . .            !
 1975.4!               +*                     !!            . . 0            !
 1976.1!                 +                    !!            . .0.            !
 1976.2!                 +                    !!            . 0 .            !
 1976.3!                 +                    !!            . 0 .            !
 1976.4!                *+                    !!            0 . .            !
 1977.1!                +                     !!            . 0 .            !
 1977.2!               * +                    !!           0. . .            !
 1977.3!               *+                     !!            . 0 .            !
 1977.4!            *   +                     !!        0   . . .            !
 1978.1!             + *                      !!            . . .0           !
 1978.2!               *+                     !!            0 . .            !
 1978.3!                + *                   !!            . . .0           !
 1978.4!                   +                  !!            . 0 .            !
 1979.1!                    +                 !!            . 0 .            !
 1979.2!                 *  +                 !!         0  . . .            !
 1979.3!                  *+                  !!            .0. .            !
 1979.4!                   +                  !!            . 0 .            !
 1980.1!                    +                 !!            . .0.            !
 1980.2!                    *+                !!            .0. .            !
 1980.3!                    *+                !!            0 . .            !
 1980.4!                    *+                !!            .0. .            !
 1981.1!                    *+                !!            .0. .            !
 1981.2!                   * +                !!           0. . .            !
 1981.3!                   +                  !!            .0. .            !
 1981.4!                   +                  !!            .0. .            !
 1982.1!                   +*                 !!            . .0.            !
 1982.2!                    +                 !!            .0. .            !
 1982.3!                     +                !!            . .0.            !
 1982.4!                     *+               !!            0 . .            !
 1983.1!                    *+                !!           0. . .            !
 1983.2!                   *+                 !!            0 . .            !
 1983.3!                   *+                 !!            .0. .            !
 1983.4!                    +                 !!            . 0 .            !
 1984.1!                    *+                !!            .0. .            !
 1984.2!                   * +                !!           0. . .            !
 1984.3!                   +*                 !!            . .0.            !
 1984.4!                    +*                !!            . . 0            !
 1985.1!                    *+                !!            0 . .            !
 1985.2!                  * +                 !!          0 . . .            !
 1985.3!                  +                   !!            . 0 .            !
 1985.4!                   + *                !!            . . 0            !
 1986.1!                    *+                !!            0 . .            !
 1986.2!                    +*                !!            . .0.            !
 1986.3!                      +*              !!            . .0.            !
 1986.4!                       +*             !!            . 0 .            !
 1987.1!                         +            !!            . 0 .            !
 1987.2!                         +            !!            . 0 .            !
 1987.3!                         *+           !!            .0. .            !
 1987.4!                          +           !!            . 0 .            !
 1988.1!                          *+          !!            .0. .            !
 1988.2!                          *+          !!            .0. .            !
 1988.3!                           +          !!            . 0 .            !
 1988.4!                           +          !!            . 0 .            !
 1989.1!                          * +         !!           0. . .            !
 1989.2!                          +           !!            . .0.            !
 1989.3!                          *+          !!            .0. .            !
 1989.4!                          + *         !!            . . 0            !
 1990.1!                           *+         !!            0 . .            !
 1990.2!                           +*         !!            . .0.            !
 1990.3!                           *+         !!            .0. .            !
 1990.4!                            +*        !!            . .0.            !
 1991.1!                             +        !!            .0. .            !
 1991.2!                            + *       !!            . . 0            !
 1991.3!                             *+       !!            0 . .            !
 1991.4!                             +*       !!            . . 0            !
 1992.1!                             *+       !!            .0. .            !
 1992.2!                             +*       !!            . .0.            !
 1992.3!                             *+       !!            . 0 .            !
 1992.4!                             +*       !!            . .0.            !
 1993.1!                              +*      !!            . . 0            !
 1993.2!                              +       !!            . 0 .            !
 1993.3!                              +       !!            . .0.            !
 1993.4!                              +*      !!            . .0.            !
 1994.1!                              + *     !!            . . 0            !
 1994.2!                              *+      !!            .0. .            !
 1994.3!                              +*      !!            . . 0            !
 1994.4!                               +  *   !!            . . . 0          !
 1995.1!                                *+    !!            0 . .            !
 1995.2!                               +*     !!            . .0.            !
 1995.3!                               *+     !!            .0. .            !
 1995.4!                               +*     !!            . . 0            !
 1996.1!                                +     !!            . .0.            !
 1996.2!                                +     !!            . .0.            !
 1996.3!                                +*    !!            . .0.            !
 1996.4!                               * +    !!            0 . .            !
 1997.1!                               +      !!            . 0 .            !
 1997.2!                               +      !!            . 0 .            !
 1997.3!                               +      !!            . 0 .            !
 1997.4!                              +*      !!            . .0.            !
 1998.1!                               +*     !!            . .0.            !
 1998.2!                               + *    !!            . . 0            !
 1998.3!                               *+     !!            .0. .            !
 1998.4!                               +      !!            .0. .            !
 1999.1!                              +       !!            . 0 .            !
 1999.2!                              +       !!            . 0 .            !
 1999.3!                             *+       !!            0 . .            !
 1999.4!                             +*       !!            . .0.            !
 2000.1!                             *+       !!            . 0 .            !
 2000.2!                             + *      !!            . . 0            !
 2000.3!                              +       !!            . 0 .            !
 2000.4!                              +   *   !!            . . .   0        !
 2001.1!                               * +    !!           0. . .            !
 2001.2!                              *+      !!            .0. .            !
 2001.3!                           * +        !!           0. . .            !
 2001.4!                           +*         !!            . .0.            !
 2002.1!                            +         !!            . 0 .            !
 2002.2!                           *+         !!            .0. .            !
 2002.3!                            + *       !!            . . .0           !
 2002.4!                              +*      !!            . .0.            !
 2003.1!                               +      !!            . 0 .            !
 2003.2!                               +*     !!            . . 0            !
 2003.3!                                +     !!            .0. .            !
 2003.4!                                +     !!            . 0 .            !
 2004.1!                                + *   !!            . . 0            !
 2004.2!                                  + * !!            . . . 0          !
 2004.3!                                    + !!            . 0 .            !
 2004.4!                                    + !!            . .0.            !
 2005.1!                                    +*!!            . . 0            !
 2005.2!                                     +!!            . 0 .            !
 2005.3!                                     +*!            . . 0            !
 2005.4!                                     +*!            . .0.            !
 2006.1!                                     +*!            . .0.            !
 2006.2!                                    * +!            0 . .            !
 2006.3!                                    + !!            . 0 .            !
 2006.4!                                    + !!            . 0 .            !
 2007.1!                                    + !!            . 0 .            !
 2007.2!                                    + !!            . 0 .            !
 2007.3!                                   *+ !!            .0. .            !
 2007.4!                                   +  !!            . 0 .            !
 2008.1!                                   *+ !!            .0. .            !
 2008.2!                                   *+ !!            .0. .            !
 2008.3!                                   +  !!            . 0 .            !
 2008.4!                                   +  !!            . 0 .            !
 2009.1!                                  *+  !!            0 . .            !
 2009.2!                                 *+   !!            .0. .            !
 2009.3!                                * +   !!           0. . .            !
 2009.4!                                +     !!            .0. .            !
 2010.1!                                +     !!            . 0 .            !
 2010.2!                                + *   !!            . . 0            !
 2010.3!                                 *+   !!            .0. .            !
 2010.4!                                 +*   !!            . .0.            !
 2011.1!                                  +   !!            . .0.            !
 2011.2!                                *  +  !!         0  . . .            !
 2011.3!                                +*    !!            . .0.            !
 2011.4!                                 +    !!            . 0 .            !
 2012.1!                                 + *  !!            . . 0            !
 2012.2!                                  + * !!            . . 0            !
 2012.3!                                    + !!            . .0.            !
 2012.4!                                    + !!            . 0 .            !


     18.09 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIFI=SIPX$/FIPMM;                                                      
 GENR LAASIFI=LOG(AASIFI+.00001);                                             
 GENR LASIFI=LOG(ASIFI+.00001);                                               
 LHS AASIFI=EXP(LAASIFI)-.00001;                                              
  EQ  618 LAASIFI C LASIFI(-1) PSIFI;                                         
EQUATION 654  LAASIFI  
   RHS     C  LASIFI(-1)  PSIFI  
 SMPL 1978.2 2012.4;                                                          
Sample period is now  1978.2 to  2012.4 Internally:   106 to   244
 OLS;EST  654 PLOT=0;END;                                                     

Equation number =  654
**********************

Dependent variable = LAASIFI 

 1978.2 -   2012.4,    0 missing obs.,  139 obs. used.

Mean of dependent variable       -6.040544933

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.441332727       0.176835696  -2.49572     1.000000
12371 LASIFI  ( -1)       0.869811357       0.042930968  20.26070    -6.051047
12369 PSIFI   (  0)      -0.239149399       0.119560575  -2.00024     1.404739

SE of equation            =     0.368899260
Sum of squared residuals  =  18.5077863       0.714894810E-11
Average absolute error    =     0.260315903
Sum of ABS residuals      =  36.1839106    
R squared                 =   0.88856
Durbin-Watson statistic   =   2.56803
SMPL and No. Obs.         = 1978.2   2012.4    139

Plot of actual(*) and fitted(+) values and residuals(0)


 1978.2!     * +                              !!           .0 .  .           !
 1978.3!     *+                               !!           . 0.  .           !
 1978.4!    * +                               !!           .0 .  .           !
 1979.1!    * +                               !!           .0 .  .           !
 1979.2!  *   +                               !!           0  .  .           !
 1979.3!    +  *                              !!           .  .  0           !
 1979.4!*       +                             !!       0   .  .  .           !
 1980.1!  + *                                 !!           .  . 0.           !
 1980.2!    *+                                !!           . 0.  .           !
 1980.3! *   +                                !!          0.  .  .           !
 1980.4!  +   *                               !!           .  .  0           !
 1981.1!      +*                              !!           .  .0 .           !
 1981.2!      * +                             !!           . 0.  .           !
 1981.3!   *  +                               !!           0  .  .           !
 1981.4!  *+                                  !!           . 0.  .           !
 1982.1!  +                                   !!           .  0  .           !
 1982.2*   +                                  !!          0.  .  .           !
 1982.3!+ *                                   !!           .  .0 .           !
 1982.4!  +  *                                !!           .  .  0           !
 1983.1!     + *                              !!           .  .0 .           !
 1983.2!       +  *                           !!           .  .  0           !
 1983.3!          +*                          !!           .  .0 .           !
 1983.4!    *     +                           !!         0 .  .  .           !
 1984.1!   * +                                !!           . 0.  .           !
 1984.2!    +                                 !!           .  0  .           !
 1984.3!    +                *                !!           .  .  .           0
 1984.4!       *           +                  !!   0       .  .  .           !
 1985.1!       +*                             !!           .  .0 .           !
 1985.2!        +*                            !!           .  .0 .           !
 1985.3!   *     +                            !!         0 .  .  .           !
 1985.4!    +  *                              !!           .  .  0           !
 1986.1!    *   +                             !!           0  .  .           !
 1986.2!      +    *                          !!           .  .  .0          !
 1986.3!         *  +                         !!           0  .  .           !
 1986.4!          + *                         !!           .  .0 .           !
 1987.1!          *  +                        !!           0  .  .           !
 1987.2!            +*                        !!           .  .0 .           !
 1987.3!         *    +                       !!          0.  .  .           !
 1987.4!           +                          !!           .  0  .           !
 1988.1!             +                        !!           .  0  .           !
 1988.2!              +*                      !!           .  .0 .           !
 1988.3!                +                     !!           .  0  .           !
 1988.4!                 +    *               !!           .  .  .0          !
 1989.1!                 *    +               !!          0.  .  .           !
 1989.2!                  +                   !!           .  0  .           !
 1989.3!              *    +                  !!          0.  .  .           !
 1989.4!               +  *                   !!           .  .  0           !
 1990.1!                   +                  !!           .  0  .           !
 1990.2!                   +*                 !!           .  0  .           !
 1990.3!                    +                 !!           .  0  .           !
 1990.4!                    +*                !!           .  0  .           !
 1991.1!                     +*               !!           .  .0 .           !
 1991.2!                     +*               !!           .  0  .           !
 1991.3!                     +                !!           . 0.  .           !
 1991.4!                    *+                !!           . 0.  .           !
 1992.1!                     +           *    !!           .  .  .       0   !
 1992.2!                         *      +     !!       0   .  .  .           !
 1992.3!                        +*            !!           .  .0 .           !
 1992.4!                         + *          !!           .  . 0.           !
 1993.1!                          +*          !!           .  .0 .           !
 1993.2!                          +*          !!           .  .0 .           !
 1993.3!                         * +          !!           . 0.  .           !
 1993.4!                        +  *          !!           .  . 0.           !
 1994.1!                          + *         !!           .  . 0.           !
 1994.2!                          *+          !!           . 0.  .           !
 1994.3!                          +           !!           .  0  .           !
 1994.4!                          +   *       !!           .  .  .0          !
 1995.1!                            *+        !!           .  0  .           !
 1995.2!                            +*        !!           .  .0 .           !
 1995.3!                        *   +         !!           0  .  .           !
 1995.4!                        +    *        !!           .  .  .0          !
 1996.1!                           *+         !!           . 0.  .           !
 1996.2!                         *+           !!           . 0.  .           !
 1996.3!                         +       *    !!           .  .  .   0       !
 1996.4!                            *   +     !!          0.  .  .           !
 1997.1!                           +          !!           .  0  .           !
 1997.2!                          +  *        !!           .  . 0.           !
 1997.3!                            +    *    !!           .  .  . 0         !
 1997.4!                                +   * !!           .  .  .0          !
 1998.1!                                  *+  !!           . 0.  .           !
 1998.2!                              * +     !!           0  .  .           !
 1998.3!                             +        !!           .  0  .           !
 1998.4!                      *      +        !!         0 .  .  .           !
 1999.1!                      *+              !!           .  0  .           !
 1999.2!                      *+              !!           . 0.  .           !
 1999.3!                      +  *            !!           .  . 0.           !
 1999.4!                         +     *      !!           .  .  . 0         !
 2000.1!                             *+       !!           .  0  .           !
 2000.2!                            +   *     !!           .  .  0           !
 2000.3!                              + *     !!           .  .0 .           !
 2000.4!                               +   *  !!           .  .  .0          !
 2001.1!                                *+    !!           . 0.  .           !
 2001.2!                               +*     !!           .  .0 .           !
 2001.3!                               + *    !!           .  . 0.           !
 2001.4!                                +   * !!           .  .  .0          !
 2002.1!                                  *+  !!           . 0.  .           !
 2002.2!                               *+     !!           .0 .  .           !
 2002.3!                              +    *  !!           .  .  .0          !
 2002.4!                                 +*   !!           .  .0 .           !
 2003.1!                                 +    !!           .  0  .           !
 2003.2!                                *+    !!           .  0  .           !
 2003.3!                                +*    !!           .  .0 .           !
 2003.4!                                +    *!!           .  .  .0          !
 2004.1!                                    +*!!           .  .0 .           !
 2004.2!                                    +*!!           .  0  .           !
 2004.3!                                    +*!!           .  .0 .           !
 2004.4!                                    + *!           .  . 0.           !
 2005.1!                                  *  +!!           .0 .  .           !
 2005.2!                                 *+   !!           . 0.  .           !
 2005.3!                                +   * !!           .  .  0           !
 2005.4!                                   +  *!           .  .  0           !
 2006.1!                                *    +!!          0.  .  .           !
 2006.2!                             *  +     !!           0  .  .           !
 2006.3!                             +        !!           .  0  .           !
 2006.4!                            *+        !!           . 0.  .           !
 2007.1!                           *+         !!           . 0.  .           !
 2007.2!                          * +         !!           . 0.  .           !
 2007.3!                           +*         !!           .  .0 .           !
 2007.4!                         *  +         !!           .0 .  .           !
 2008.1!                      *   +           !!           0  .  .           !
 2008.2!                     * +              !!           .0 .  .           !
 2008.3!                      +*              !!           .  .0 .           !
 2008.4!                      * +             !!           . 0.  .           !
 2009.1!                       +   *          !!           .  .  0           !
 2009.2!                        *  +          !!           0  .  .           !
 2009.3!                       *+             !!           . 0.  .           !
 2009.4!                        +*            !!           .  0  .           !
 2010.1!                        *+            !!           .0 .  .           !
 2010.2!                 *      +             !!       0   .  .  .           !
 2010.3!                  +                   !!           . 0.  .           !
 2010.4!                   + *                !!           .  . 0.           !
 2011.1!                *     +               !!         0 .  .  .           !
 2011.2!                  +*                  !!           .  .0 .           !
 2011.3!                    +  *              !!           .  .  0           !
 2011.4!                      * +             !!           . 0.  .           !
 2012.1!                  *    +              !!          0.  .  .           !
 2012.2!                    +  *              !!           .  .  0           !
 2012.3!                  *     +             !!        0  .  .  .           !
 2012.4!                   +*                 !!           .  .0 .           !


     25.18 percent of the residuals exceed 1 SE
      5.04 percent of the residuals exceed 2 SE
@@EQ  619 LAAVIFI C LAVIFI(-1) PVIFI;SMPL 1991.3 2012.4;OLS;EST  619 PLOT=0;EN
@@EQ  620 LAANIFI C LANIFI(-1) PNIFI;SMPL 2004.3 2012.4;OLS;EST  620 PLOT=0;EN
@@EQ  621 LAAALFI C LAALFI(-1) PALFI;SMPL 2013.1 2012.4;OLS;EST  621 PLOT=0;EN
@@EQ  622 LAAIAFI C LAIAFI(-1) PIAFI;SMPL 1988.1 2012.4;OLS;EST  622 PLOT=0;EN
@@EQ  623 LAAINFI C LAINFI(-1) PINFI;SMPL 2000.3 2012.4;OLS;EST  623 PLOT=0;EN
@@EQ  624 LAAIQFI C LAIQFI(-1) PIQFI;SMPL 2013.1 2012.4;OLS;EST  624 PLOT=0;EN
@@EQ  625 LAAKUFI C LAKUFI(-1) PKUFI;SMPL 1998.2 2012.4;OLS;EST  625 PLOT=0;EN
@@EQ  626 LAALIFI C LALIFI(-1) PLIFI;SMPL 2013.1 2012.4;OLS;EST  626 PLOT=0;EN
@@EQ  627 LAAUAFI C LAUAFI(-1) PUAFI;SMPL 1989.1 2012.4;OLS;EST  627 PLOT=0;EN
@EQ   628 LAAUSAS C LAUSAS(-1) PUSAS;SMPL 1966.1 2012.4;OLS;EST  628 PLOT=0;EN
@EQ   629 LAACAAS C LACAAS(-1) PCAAS;SMPL 1966.1 2012.4;OLS;EST  629 PLOT=0;EN
@EQ   630 LAAJAAS C LAJAAS(-1) PJAAS;SMPL 1966.1 2012.4;OLS;EST  630 PLOT=0;EN
@EQ   631 LAAAUAS C LAAUAS(-1) PAUAS;SMPL 1966.1 2012.4;OLS;EST  631 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRAS=FRPX$/ASPMM;                                                      
 GENR LAAFRAS=LOG(AAFRAS+.00001);                                             
 GENR LAFRAS=LOG(AFRAS+.00001);                                               
 LHS AAFRAS=EXP(LAAFRAS)-.00001;                                              
  EQ  632 LAAFRAS C LAFRAS(-1) PFRAS;                                         
EQUATION 655  LAAFRAS  
   RHS     C  LAFRAS(-1)  PFRAS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  655 PLOT=0;END;                                                     

Equation number =  655
**********************

Dependent variable = LAAFRAS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.905800342

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.615215975       0.216824688  -7.44941     1.000000
12374 LAFRAS  ( -1)       0.446754282       0.066201470   6.74840    -3.908057
12372 PFRAS   (  0)      -0.466305916       0.113310000  -4.11531     1.167995

SE of equation            =     0.224242009
Sum of squared residuals  =  9.30262857       0.268371991E-10
Average absolute error    =     0.163494548
Sum of ABS residuals      =  30.7369751    
R squared                 =   0.41923
Durbin-Watson statistic   =   2.25265
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     +*                               !!           .  0  .           !
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 2008.3!                       +     *        !!           .  .  0           !
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 2009.4!                    *    +            !!           .0 .  .           !
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 2010.2!                         *  +         !!           . 0.  .           !
 2010.3!                     *  +             !!           .0 .  .           !
 2010.4!                      +     *         !!           .  .  0           !
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 2012.2!                     +    *           !!           .  . 0.           !
 2012.3!                   *     +            !!           0  .  .           !
 2012.4!           *          +               !!         0 .  .  .           !


     20.74 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEAS=GEPX$/ASPMM;                                                      
 GENR LAAGEAS=LOG(AAGEAS+.00001);                                             
 GENR LAGEAS=LOG(AGEAS+.00001);                                               
 LHS AAGEAS=EXP(LAAGEAS)-.00001;                                              
  EQ  633 LAAGEAS C LAGEAS(-1) PGEAS;                                         
EQUATION 656  LAAGEAS  
   RHS     C  LAGEAS(-1)  PGEAS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  656 PLOT=0;END;                                                     

Equation number =  656
**********************

Dependent variable = LAAGEAS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.679580878

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.325412547       0.114470172  -2.84277     1.000000
12377 LAGEAS  ( -1)       0.810101190       0.046736143  17.33351    -2.677628
12375 PGEAS   (  0)      -0.187940847       0.102525398  -1.83312     0.984450

SE of equation            =     0.103202144
Sum of squared residuals  =  1.97037626      -0.270126144E-10
Average absolute error    =     0.078717759
Sum of ABS residuals      =  14.7989386    
R squared                 =   0.70962
Durbin-Watson statistic   =   2.44819
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                 +    *               !!          .   .   . 0        !
 1966.2!                     +  *             !!          .   .  0.          !
 1966.3!                 *     +              !!       0  .   .   .          !
 1966.4!               *  +                   !!          . 0 .   .          !
 1967.1!               *+                     !!          .  0.   .          !
 1967.2!                +*                    !!          .   .0  .          !
 1967.3!                 +  *                 !!          .   .  0.          !
 1967.4!          *         +                 !!   0      .   .   .          !
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 1968.2!                 *+                   !!          .  0.   .          !
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 1969.1!                         *   +        !!         0.   .   .          !
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 1997.3!                    +*                !!          .   .0  .          !
 1997.4!                 *   +                !!          .0  .   .          !
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 1998.3!                 + *                  !!          .   . 0 .          !
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 2000.3!              *   +                   !!          0   .   .          !
 2000.4!            *   +                     !!          0   .   .          !
 2001.1!              +   *                   !!          .   .   0          !
 2001.2!                   +*                 !!          .   0   .          !
 2001.3!                    +*                !!          .   .0  .          !
 2001.4!                  *   +               !!          0   .   .          !
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 2002.2!                  *+                  !!          . 0 .   .          !
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 2004.2!                *+                    !!          . 0 .   .          !
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 2004.4!            *  +                      !!          0   .   .          !
 2005.1!             +  *                     !!          .   .   0          !
 2005.2!              *  +                    !!          .0  .   .          !
 2005.3!               +                      !!          .   0   .          !
 2005.4!            *   +                     !!          0   .   .          !
 2006.1!              +                       !!          .   0   .          !
 2006.2!           *   +                      !!          0   .   .          !
 2006.3!            + *                       !!          .   .0  .          !
 2006.4!              +*                      !!          .   .0  .          !
 2007.1!            *  +                      !!          0   .   .          !
 2007.2!            *+                        !!          .  0.   .          !
 2007.3!            *+                        !!          .  0.   .          !
 2007.4!         *   +                        !!          0   .   .          !
 2008.1!          +*                          !!          .   .0  .          !
 2008.2!            +*                        !!          .   .0  .          !
 2008.3!         *   +                        !!          0   .   .          !
 2008.4!           +                          !!          .   0   .          !
 2009.1!            +  *                      !!          .   .  0.          !
 2009.2!               +    *                 !!          .   .   .0         !
 2009.3!               *   +                  !!          0   .   .          !
 2009.4!            *  +                      !!          0   .   .          !
 2010.1!           * +                        !!          . 0 .   .          !
 2010.2!         *   +                        !!          0   .   .          !
 2010.3!        *  +                          !!          .0  .   .          !
 2010.4!    *     +                           !!       0  .   .   .          !
 2011.1!       +*                             !!          .   .0  .          !
 2011.2!        * +                           !!          . 0 .   .          !
 2011.3! *        +                           !!     0    .   .   .          !
 2011.4*     +                                !!        0 .   .   .          !
 2012.1!   +    *                             !!          .   .   . 0        !
 2012.2!      *   +                           !!         0.   .   .          !
 2012.3!     *  +                             !!          .0  .   .          !
 2012.4!  *     +                             !!       0  .   .   .          !


     29.26 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITAS=ITPX$/ASPMM;                                                      
 GENR LAAITAS=LOG(AAITAS+.00001);                                             
 GENR LAITAS=LOG(AITAS+.00001);                                               
 LHS AAITAS=EXP(LAAITAS)-.00001;                                              
  EQ  634 LAAITAS C LAITAS(-1) PITAS;                                         
EQUATION 657  LAAITAS  
   RHS     C  LAITAS(-1)  PITAS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  657 PLOT=0;END;                                                     

Equation number =  657
**********************

Dependent variable = LAAITAS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.395326776

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.648069457       0.119109819  -5.44094     1.000000
12380 LAITAS  ( -1)       0.713526513       0.046174308  15.45289    -3.397769
12378 PITAS   (  0)      -0.373435240       0.080978813  -4.61152     0.864566

SE of equation            =     0.113123406
Sum of squared residuals  =  2.36742743      -0.620201668E-10
Average absolute error    =     0.084972870
Sum of ABS residuals      =  15.9748996    
R squared                 =   0.79271
Durbin-Watson statistic   =   2.34723
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!   +        *                         !!          .   .   .     0    !
 1966.2!        *    +                        !!         0.   .   .          !
 1966.3!        * +                           !!          .0  .   .          !
 1966.4!         *+                           !!          .  0.   .          !
 1967.1!       *   +                          !!          0   .   .          !
 1967.2!          +   *                       !!          .   .   .0         !
 1967.3!            *  +                      !!          .0  .   .          !
 1967.4!             + *                      !!          .   . 0 .          !
 1968.1!           *   +                      !!         0.   .   .          !
 1968.2!             + *                      !!          .   . 0 .          !
 1968.3!             * +                      !!          .0  .   .          !
 1968.4!              +    *                  !!          .   .   .0         !
 1969.1!                * +                   !!          .0  .   .          !
 1969.2!               *+                     !!          . 0 .   .          !
 1969.3!           *    +                     !!         0.   .   .          !
 1969.4!       *      +                       !!       0  .   .   .          !
 1970.1!           +   *                      !!          .   .   .0         !
 1970.2!                *+                    !!          .  0.   .          !
 1970.3!                 +                    !!          .   0   .          !
 1970.4!            *     +                   !!       0  .   .   .          !
 1971.1!            * +                       !!          . 0 .   .          !
 1971.2!          *    +                      !!         0.   .   .          !
 1971.3!             +*                       !!          .   .0  .          !
 1971.4!              * +                     !!          . 0 .   .          !
 1972.1!              * +                     !!          . 0 .   .          !
 1972.2!                 +                    !!          .   .0  .          !
 1972.3!                  *+                  !!          .  0.   .          !
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 1973.1!             *      +                 !!       0  .   .   .          !
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 1973.3!                 +  *                 !!          .   .  0.          !
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 1975.4!               *  +                   !!          . 0 .   .          !
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 1976.3!                *    +                !!         0.   .   .          !
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 1977.2!                  *  +                !!          .0  .   .          !
 1977.3!               *  +                   !!          0   .   .          !
 1977.4!               *+                     !!          .  0.   .          !
 1978.1!              *  +                    !!          .0  .   .          !
 1978.2!                +*                    !!          .   .0  .          !
 1978.3!              *   +                   !!          0   .   .          !
 1978.4!                +     *               !!          .   .   . 0        !
 1979.1!                     +    *           !!          .   .   .0         !
 1979.2!                     *   +            !!          0   .   .          !
 1979.3!                     +                !!          .   0   .          !
 1979.4!                    +                 !!          .  0.   .          !
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 1980.3!                *    +                !!        0 .   .   .          !
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 1981.2!                +*                    !!          .   .0  .          !
 1981.3!                  +  *                !!          .   .  0.          !
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 1982.3!                +   *                 !!          .   .   .0         !
 1982.4!                *   +                 !!         0.   .   .          !
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 1983.2!                        +             *!          .   .   .          0
 1983.3!                                  +   !!          .   0   .          !
 1983.4!                      *        +      !!     0    .   .   .          !
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 1984.2!                     *    +           !!        0 .   .   .          !
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 1984.4!                           +*         !!          .   .0  .          !
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 1985.2!                             * +      !!          . 0 .   .          !
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 1985.4!                          +    *      !!          .   .   .0         !
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 1987.4!                       *   +          !!         0.   .   .          !
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 1988.3!                     *    +           !!         0.   .   .          !
 1988.4!                     +*               !!          .   .0  .          !
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 1989.2!                      +     *         !!          .   .   .  0       !
 1989.3!                       *  +           !!          .0  .   .          !
 1989.4!                      +               !!          .   0   .          !
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 1990.2!                    +                 !!          .   0   .          !
 1990.3!                   +                  !!          .   0   .          !
 1990.4!                * +                   !!          .0  .   .          !
 1991.1!                +   *                 !!          .   .   .0         !
 1991.2!                  *+                  !!          .  0.   .          !
 1991.3!            *     +                   !!        0 .   .   .          !
 1991.4!              +*                      !!          .   .0  .          !
 1992.1!             * +                      !!          . 0 .   .          !
 1992.2!            * +                       !!          . 0 .   .          !
 1992.3!             +                        !!          .   .0  .          !
 1992.4!          *    +                      !!         0.   .   .          !
 1993.1!             +   *                    !!          .   .   0          !
 1993.2!              *   +                   !!          0   .   .          !
 1993.3!                +*                    !!          .   .0  .          !
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 1995.3!                     + *              !!          .   . 0 .          !
 1995.4!                      +               !!          .   0   .          !
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 1997.4!                   *+                 !!          .  0.   .          !
 1998.1!                  +*                  !!          .   .0  .          !
 1998.2!                  + *                 !!          .   .0  .          !
 1998.3!                  +                   !!          .   0   .          !
 1998.4!                 + *                  !!          .   . 0 .          !
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 1999.4!                  +  *                !!          .   .  0.          !
 2000.1!                    +  *              !!          .   .  0.          !
 2000.2!                    * +               !!          . 0 .   .          !
 2000.3!                   +                  !!          .  0.   .          !
 2000.4!                 * +                  !!          . 0 .   .          !
 2001.1!                 +   *                !!          .   .   0          !
 2001.2!                    + *               !!          .   .0  .          !
 2001.3!                    +                 !!          .  0.   .          !
 2001.4!                   +*                 !!          .   .0  .          !
 2002.1!                   +*                 !!          .   .0  .          !
 2002.2!                   + *                !!          .   . 0 .          !
 2002.3!                   +   *              !!          .   .   0          !
 2002.4!                   *+                 !!          . 0 .   .          !
 2003.1!                 +                    !!          .   0   .          !
 2003.2!                +   *                 !!          .   .   .0         !
 2003.3!                  +                   !!          .   .0  .          !
 2003.4!                +*                    !!          .   .0  .          !
 2004.1!               + *                    !!          .   .0  .          !
 2004.2!               +   *                  !!          .   .   0          !
 2004.3!               * +                    !!          . 0 .   .          !
 2004.4!              + *                     !!          .   . 0 .          !
 2005.1!              +                       !!          .   0   .          !
 2005.2!             + *                      !!          .   . 0 .          !
 2005.3!            * +                       !!          . 0 .   .          !
 2005.4!         *  +                         !!          .0  .   .          !
 2006.1!         +  *                         !!          .   .  0.          !
 2006.2!         * +                          !!          . 0 .   .          !
 2006.3!        *+                            !!          .   0   .          !
 2006.4!        +                             !!          .   0   .          !
 2007.1!        + *                           !!          .   .  0.          !
 2007.2!        *+                            !!          .  0.   .          !
 2007.3!       +                              !!          .  0.   .          !
 2007.4!    * +                               !!          . 0 .   .          !
 2008.1!    + *                               !!          .   . 0 .          !
 2008.2!    *+                                !!          .  0.   .          !
 2008.3!  * +                                 !!          . 0 .   .          !
 2008.4! * +                                  !!          . 0 .   .          !
 2009.1!  +*                                  !!          .   .0  .          !
 2009.2!   +*                                 !!          .   .0  .          !
 2009.3!   *+                                 !!          .  0.   .          !
 2009.4!*  +                                  !!          .0  .   .          !
 2010.1! +*                                   !!          .   .0  .          !
 2010.2!  *+                                  !!          .  0.   .          !
 2010.3!*  +                                  !!          .0  .   .          !
 2010.4*  +                                   !!          .0  .   .          !
 2011.1! +*                                   !!          .   .0  .          !
 2011.2!     +                                !!          .   0   .          !
 2011.3!    *  +                              !!          . 0 .   .          !
 2011.4!   *  +                               !!          0   .   .          !
 2012.1!    *+                                !!          .  0.   .          !
 2012.2!    * +                               !!          .0  .   .          !
 2012.3!      +                               !!          .  0.   .          !
 2012.4!       +    *                         !!          .   .   .0         !


     28.19 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEAS=NEPX$/ASPMM;                                                      
 GENR LAANEAS=LOG(AANEAS+.00001);                                             
 GENR LANEAS=LOG(ANEAS+.00001);                                               
 LHS AANEAS=EXP(LAANEAS)-.00001;                                              
  EQ  635 LAANEAS C LANEAS(-1) PNEAS;                                         
EQUATION 658  LAANEAS  
   RHS     C  LANEAS(-1)  PNEAS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  658 PLOT=0;END;                                                     

Equation number =  658
**********************

Dependent variable = LAANEAS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.394480441

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.391225173       0.250479406  -5.55425     1.000000
12383 LANEAS  ( -1)       0.679677835       0.054046257  12.57585    -4.395010
12381 PNEAS   (  0)      -0.014376267       0.077291615  -0.18600     1.117407

SE of equation            =     0.119528367
Sum of squared residuals  =  2.64310064      -0.749111884E-10
Average absolute error    =     0.092199548
Sum of ABS residuals      =  17.3335150    
R squared                 =   0.46137
Durbin-Watson statistic   =   2.17813
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!      *        +                      !!   0     .    .    .         !
 1966.2!         +     *                      !!         .    .    . 0       !
 1966.3!               +       *              !!         .    .    .    0    !
 1966.4!                    +*                !!         .    0    .         !
 1967.1!                   +  *               !!         .    .   0.         !
 1967.2!           *        +                 !!    0    .    .    .         !
 1967.3!            +                         !!         .    0    .         !
 1967.4!             + *                      !!         .    .  0 .         !
 1968.1!               +                      !!         .   0.    .         !
 1968.2!            *  +                      !!         . 0  .    .         !
 1968.3!             +    *                   !!         .    .    .0        !
 1968.4!                 +          *         !!         .    .    .       0 !
 1969.1!                       +              !!         .    0    .         !
 1969.2!                   * +                !!         .  0 .    .         !
 1969.3!                  +        *          !!         .    .    .     0   !
 1969.4!                    *  +              !!         .0   .    .         !
 1970.1!                  +     *             !!         .    .    . 0       !
 1970.2!                     +            *   !!         .    .    .         0
 1970.3!                            +         *!         .    .    .      0  !
 1970.4!                          *    +      !!         0    .    .         !
 1971.1!                  *    +              !!         0    .    .         !
 1971.2!                 +      *             !!         .    .    .  0      !
 1971.3!                     +                !!         .    0    .         !
 1971.4!                *  +                  !!         . 0  .    .         !
 1972.1!                +  *                  !!         .    .   0.         !
 1972.2!                  +     *             !!         .    .    .  0      !
 1972.3!             *       +                !!    0    .    .    .         !
 1972.4!            * +                       !!         .   0.    .         !
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 1973.2!                 *  +                 !!         .0   .    .         !
 1973.3!           *    +                     !!        0.    .    .         !
 1973.4!            +  *                      !!         .    .  0 .         !
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 1974.2!              +   *                   !!         .    .    .0        !
 1974.3!                 +*                   !!         .    .0   .         !
 1974.4!                 +  *                 !!         .    .  0 .         !
 1975.1!                 *+                   !!         .   0.    .         !
 1975.2!                +*                    !!         .    0    .         !
 1975.3!                +  *                  !!         .    .   0.         !
 1975.4!                  +    *              !!         .    .    .0        !
 1976.1!                   *+                 !!         .  0 .    .         !
 1976.2!                 +                    !!         .   0.    .         !
 1976.3!                + *                   !!         .    . 0  .         !
 1976.4!                 +     *              !!         .    .    . 0       !
 1977.1!                *   +                 !!         0    .    .         !
 1977.2!                +    *                !!         .    .    .0        !
 1977.3!              *    +                  !!       0 .    .    .         !
 1977.4!              +   *                   !!         .    .    0         !
 1978.1!                 +*                   !!         .    .0   .         !
 1978.2!         *       +                    !!    0    .    .    .         !
 1978.3!           +   *                      !!         .    .    .0        !
 1978.4!           *   +                      !!         0    .    .         !
 1979.1!            +    *                    !!         .    .    .0        !
 1979.2!             *  +                     !!         .0   .    .         !
 1979.3!           *  +                       !!         . 0  .    .         !
 1979.4!        *   +                         !!         0    .    .         !
 1980.1!          + *                         !!         .    . 0  .         !
 1980.2!     *       +                        !!    0    .    .    .         !
 1980.3!      * +                             !!         .  0 .    .         !
 1980.4!         +                            !!         .    0    .         !
 1981.1!  *        +                          !!   0     .    .    .         !
 1981.2!  *   +                               !!         0    .    .         !
 1981.3! *    +                               !!        0.    .    .         !
 1981.4!*     +                               !!       0 .    .    .         !
 1982.1!     +*                               !!         .    .0   .         !
 1982.2!*        +                            !!    0    .    .    .         !
 1982.3!     +                                !!         .    .0   .         !
 1982.4!        +     *                       !!         .    .    . 0       !
 1983.1!        *     +                       !!      0  .    .    .         !
 1983.2!          +       *                   !!         .    .    .    0    !
 1983.3!                 +     *              !!         .    .    . 0       !
 1983.4!              *     +                 !!       0 .    .    .         !
 1984.1!            * +                       !!         . 0  .    .         !
 1984.2!             +     *                  !!         .    .    . 0       !
 1984.3!                * +                   !!         .  0 .    .         !
 1984.4!                +      *              !!         .    .    .   0     !
 1985.1!                   * +                !!         .  0 .    .         !
 1985.2!                  +  *                !!         .    .   0.         !
 1985.3!             *     +                  !!       0 .    .    .         !
 1985.4!          *   +                       !!         .0   .    .         !
 1986.1!            +  *                      !!         .    .   0.         !
 1986.2!              *+                      !!         .  0 .    .         !
 1986.3!              +  *                    !!         .    .  0 .         !
 1986.4!                +*                    !!         .    .0   .         !
 1987.1!                +  *                  !!         .    .   0.         !
 1987.2!                  +                   !!         .    0    .         !
 1987.3!                 +     *              !!         .    .    .  0      !
 1987.4!                     +     *          !!         .    .    .  0      !
 1988.1!                       +       *      !!         .    .    .   0     !
 1988.2!                *         +           !!  0      .    .    .         !
 1988.3!                +     *               !!         .    .    . 0       !
 1988.4!                 *  +                 !!         . 0  .    .         !
 1989.1!            *   +                     !!         0    .    .         !
 1989.2!            *+                        !!         .    0    .         !
 1989.3!             +*                       !!         .    0    .         !
 1989.4!              +  *                    !!         .    .  0 .         !
 1990.1!               *+                     !!         .   0.    .         !
 1990.2!               + *                    !!         .    .  0 .         !
 1990.3!                +       *             !!         .    .    .   0     !
 1990.4!               *     +                !!       0 .    .    .         !
 1991.1!               +*                     !!         .    . 0  .         !
 1991.2!                +    *                !!         .    .    . 0       !
 1991.3!               *   +                  !!        0.    .    .         !
 1991.4!               +                      !!         .    0    .         !
 1992.1!               + *                    !!         .    . 0  .         !
 1992.2!                +    *                !!         .    .    0         !
 1992.3!                   +*                 !!         .    . 0  .         !
 1992.4!              *    +                  !!         0    .    .         !
 1993.1!      *        +                      !!    0    .    .    .         !
 1993.2!         +         *                  !!         .    .    .      0  !
 1993.3!                  +                   !!         .    0    .         !
 1993.4!                 +*                   !!         .    .0   .         !
 1994.1!                 +     *              !!         .    .    .  0      !
 1994.2!            *        +                !!   0     .    .    .         !
 1994.3!          *  +                        !!         .0   .    .         !
 1994.4!            +*                        !!         .    . 0  .         !
 1995.1!   *          +                       !! 0       .    .    .         !
 1995.2!     * +                              !!         .  0 .    .         !
 1995.3!  *     +                             !!      0  .    .    .         !
 1995.4!      +*                              !!         .    .0   .         !
 1996.1! *        +                           !!   0     .    .    .         !
 1996.2*     +                                !!      0  .    .    .         !
 1996.3!    +*                                !!         .    .0   .         !
 1996.4!       *+                             !!         .   0.    .         !
 1997.1!         +  *                         !!         .    .  0 .         !
 1997.2!           * +                        !!         .  0 .    .         !
 1997.3!         *  +                         !!         .0   .    .         !
 1997.4!           +                          !!         .    0    .         !
 1998.1!           * +                        !!         .   0.    .         !
 1998.2!    *        +                        !!   0     .    .    .         !
 1998.3!   *   +                              !!         0    .    .         !
 1998.4!       + *                            !!         .    . 0  .         !
 1999.1!           +      *                   !!         .    .    .   0     !
 1999.2!               * +                    !!         . 0  .    .         !
 1999.3!              *+                      !!         .  0 .    .         !
 1999.4!              +*                      !!         .    .0   .         !
 2000.1!               + *                    !!         .    . 0  .         !
 2000.2!              * +                     !!         . 0  .    .         !
 2000.3!              +                       !!         .    0    .         !
 2000.4!               +                      !!         .    0    .         !
 2001.1!           *   +                      !!         0    .    .         !
 2001.2!            + *                       !!         .    .  0 .         !
 2001.3!               +     *                !!         .    .    . 0       !
 2001.4!            *      +                  !!      0  .    .    .         !
 2002.1!            *+                        !!         .  0 .    .         !
 2002.2!             +     *                  !!         .    .    .  0      !
 2002.3!              *   +                   !!         .0   .    .         !
 2002.4!               +*                     !!         .    . 0  .         !
 2003.1!             *  +                     !!         .0   .    .         !
 2003.2!             +  *                     !!         .    .  0 .         !
 2003.3!         *      +                     !!      0  .    .    .         !
 2003.4!           +  *                       !!         .    .   0.         !
 2004.1!              + *                     !!         .    .0   .         !
 2004.2!               +                      !!         .   0.    .         !
 2004.3!               +                      !!         .    0    .         !
 2004.4!               +*                     !!         .    . 0  .         !
 2005.1!                +                     !!         .    0    .         !
 2005.2!             *  +                     !!         . 0  .    .         !
 2005.3!              +                       !!         .    0    .         !
 2005.4!              +                       !!         .   0.    .         !
 2006.1!              +                       !!         .   0.    .         !
 2006.2!           *  +                       !!         . 0  .    .         !
 2006.3!             +                        !!         .    .0   .         !
 2006.4!             *+                       !!         .   0.    .         !
 2007.1!            * +                       !!         .  0 .    .         !
 2007.2!         *   +                        !!         0    .    .         !
 2007.3!          *+                          !!         .   0.    .         !
 2007.4!           + *                        !!         .    . 0  .         !
 2008.1!            *+                        !!         .  0 .    .         !
 2008.2!          *  +                        !!         .0   .    .         !
 2008.3!         * +                          !!         . 0  .    .         !
 2008.4!           + *                        !!         .    .  0 .         !
 2009.1!              +                       !!         .    .0   .         !
 2009.2!               +                      !!         .    .0   .         !
 2009.3!               +                      !!         .    0    .         !
 2009.4!             * +                      !!         .  0 .    .         !
 2010.1!           *  +                       !!         .0   .    .         !
 2010.2!           *+                         !!         .   0.    .         !
 2010.3!           *+                         !!         .   0.    .         !
 2010.4!            +                         !!         .    0    .         !
 2011.1!             + *                      !!         .    .  0 .         !
 2011.2!              *+                      !!         .   0.    .         !
 2011.3!               +                      !!         .    .0   .         !
 2011.4!               +  *                   !!         .    .  0 .         !
 2012.1!                 +   *                !!         .    .    0         !
 2012.2!                   +  *               !!         .    .  0 .         !
 2012.3!                    +                 !!         .    0    .         !
 2012.4!                  +*                  !!         .    .0   .         !


     31.38 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTAS=STPX$/ASPMM;                                                      
 GENR LAASTAS=LOG(AASTAS+.00001);                                             
 GENR LASTAS=LOG(ASTAS+.00001);                                               
 LHS AASTAS=EXP(LAASTAS)-.00001;                                              
  EQ  636 LAASTAS C LASTAS(-1) PSTAS;                                         
EQUATION 659  LAASTAS  
   RHS     C  LASTAS(-1)  PSTAS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  659 PLOT=0;END;                                                     

Equation number =  659
**********************

Dependent variable = LAASTAS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.175325482

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.673553724       0.152524024  -4.41605     1.000000
12386 LASTAS  ( -1)       0.778544628       0.049786776  15.63758    -4.171290
12384 PSTAS   (  0)      -0.287025908       0.086578201  -3.31522     0.885760

SE of equation            =     0.124840154
Sum of squared residuals  =  2.88323686      -0.197393213E-10
Average absolute error    =     0.093753158
Sum of ABS residuals      =  17.6255937    
R squared                 =   0.84279
Durbin-Watson statistic   =   2.64823
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                         +   *        !!          .   .   .0         !
 1966.2!                            +    *    !!          .   .   . 0        !
 1966.3!                              +       !!          .  0.   .          !
 1966.4!                            + *       !!          .   .  0.          !
 1967.1!                           *+         !!          .  0.   .          !
 1967.2!                          +  *        !!          .   .  0.          !
 1967.3!                           +          !!          .   0   .          !
 1967.4!                          +  *        !!          .   .   0          !
 1968.1!                         *  +         !!          .0  .   .          !
 1968.2!                        *+            !!          .  0.   .          !
 1968.3!                        + *           !!          .   . 0 .          !
 1968.4!                         +   *        !!          .   .   .0         !
 1969.1!                            + *       !!          .   .  0.          !
 1969.2!                            +         !!          .  0.   .          !
 1969.3!                           +   *      !!          .   .   .0         !
 1969.4!                             + *      !!          .   .  0.          !
 1970.1!                              +*      !!          .   . 0 .          !
 1970.2!                              +       !!          .   0   .          !
 1970.3!                             +     *  !!          .   .   .   0      !
 1970.4!                          *      +    !!      0   .   .   .          !
 1971.1!                          +   *       !!          .   .   .0         !
 1971.2!                             +   *    !!          .   .   .0         !
 1971.3!                               +*     !!          .   .0  .          !
 1971.4!                              +       !!          .   .0  .          !
 1972.1!                             +        *!          .   .   .      0   !
 1972.2!                                *  +  !!          0   .   .          !
 1972.3!                              + *     !!          .   .  0.          !
 1972.4!                              +*      !!          .   .0  .          !
 1973.1!                            *+        !!          .  0.   .          !
 1973.2!                          +*          !!          .   0   .          !
 1973.3!                         +  *         !!          .   .  0.          !
 1973.4!                          + *         !!          .   . 0 .          !
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 1974.2!                           +          !!          .  0.   .          !
 1974.3!                    *     +           !!       0  .   .   .          !
 1974.4!                    +    *            !!          .   .   . 0        !
 1975.1!                  *     +             !!       0  .   .   .          !
 1975.2!                  +    *              !!          .   .   . 0        !
 1975.3!                     *+               !!          .  0.   .          !
 1975.4!                    +*                !!          .   .0  .          !
 1976.1!                 *  +                 !!          0   .   .          !
 1976.2!                 +   *                !!          .   .   0          !
 1976.3!                  * +                 !!          . 0 .   .          !
 1976.4!                  +   *               !!          .   .   .0         !
 1977.1!                     + *              !!          .   . 0 .          !
 1977.2!             *         +              !!   0      .   .   .          !
 1977.3!            * +                       !!          .0  .   .          !
 1977.4!           * +                        !!          . 0 .   .          !
 1978.1!            +  *                      !!          .   .   0          !
 1978.2!               +*                     !!          .   .0  .          !
 1978.3!               +                      !!          .   0   .          !
 1978.4!          *   +                       !!         0.   .   .          !
 1979.1!          +         *                 !!          .   .   .      0   !
 1979.2!           *       +                  !!     0    .   .   .          !
 1979.3!            + *                       !!          .   .  0.          !
 1979.4!       *      +                       !!      0   .   .   .          !
 1980.1!          + *                         !!          .   .  0.          !
 1980.2!             +                        !!          .  0.   .          !
 1980.3!             *+                       !!          . 0 .   .          !
 1980.4!          *   +                       !!         0.   .   .          !
 1981.1!           *+                         !!          .  0.   .          !
 1981.2!             +  *                     !!          .   .  0.          !
 1981.3!                *+                    !!          . 0 .   .          !
 1981.4!               *+                     !!          .  0.   .          !
 1982.1!            *   +                     !!         0.   .   .          !
 1982.2!           * +                        !!          . 0 .   .          !
 1982.3!          * +                         !!          . 0 .   .          !
 1982.4!            +   *                     !!          .   .   0          !
 1983.1!             *  +                     !!          0   .   .          !
 1983.2!              +*                      !!          .   .0  .          !
 1983.3!                +                     !!          .   0   .          !
 1983.4!     *           +                    !0          .   .   .          !
 1984.1!      +           *                   !!          .   .   .          0
 1984.2!                *  +                  !!          0   .   .          !
 1984.3!                 +  *                 !!          .   .  0.          !
 1984.4!                *   +                 !!         0.   .   .          !
 1985.1!                 *+                   !!          .  0.   .          !
 1985.2!                  + *                 !!          .   . 0 .          !
 1985.3!                   * +                !!          . 0 .   .          !
 1985.4!                   +*                 !!          .   0   .          !
 1986.1!                  * +                 !!          .0  .   .          !
 1986.2!                  +   *               !!          .   .   .0         !
 1986.3!                   * +                !!          . 0 .   .          !
 1986.4!                  + *                 !!          .   . 0 .          !
 1987.1!                   + *                !!          .   .  0.          !
 1987.2!                  * +                 !!          .0  .   .          !
 1987.3!                 +   *                !!          .   .   .0         !
 1987.4!                   +*                 !!          .   0   .          !
 1988.1!                  +*                  !!          .   .0  .          !
 1988.2!               *  +                   !!          0   .   .          !
 1988.3!             * +                      !!          .0  .   .          !
 1988.4!           * +                        !!          .0  .   .          !
 1989.1!             +                        !!          .   0   .          !
 1989.2!              +                       !!          .   0   .          !
 1989.3!            *  +                      !!          .0  .   .          !
 1989.4!             +*                       !!          .   .0  .          !
 1990.1!              +  *                    !!          .   .  0.          !
 1990.2!                +                     !!          .   0   .          !
 1990.3!               + *                    !!          .   . 0 .          !
 1990.4!             *  +                     !!          .0  .   .          !
 1991.1!             +   *                    !!          .   .   . 0        !
 1991.2!                +*                    !!          .   .0  .          !
 1991.3!     *          +                     !! 0        .   .   .          !
 1991.4!       +   *                          !!          .   .   .0         !
 1992.1!            + *                       !!          .   .  0.          !
 1992.2!              +                       !!          .   0   .          !
 1992.3!              +*                      !!          .   . 0 .          !
 1992.4!             *+                       !!          .  0.   .          !
 1993.1!             +                        !!          .   0   .          !
 1993.2!            *+                        !!          . 0 .   .          !
 1993.3!            +   *                     !!          .   .   .0         !
 1993.4!               +                      !!          .  0.   .          !
 1994.1!              + *                     !!          .   . 0 .          !
 1994.2!             * +                      !!          .0  .   .          !
 1994.3!             +*                       !!          .   . 0 .          !
 1994.4!             +                        !!          .   0   .          !
 1995.1!             +     *                  !!          .   .   .  0       !
 1995.2!               * +                    !!          .0  .   .          !
 1995.3!            * +                       !!          . 0 .   .          !
 1995.4!           +  *                       !!          .   .  0.          !
 1996.1!           * +                        !!          .0  .   .          !
 1996.2!           + *                        !!          .   . 0 .          !
 1996.3!          * +                         !!          . 0 .   .          !
 1996.4!         * +                          !!          . 0 .   .          !
 1997.1!       *  +                           !!          .0  .   .          !
 1997.2!         + *                          !!          .   .  0.          !
 1997.3!         *  +                         !!          0   .   .          !
 1997.4!         +*                           !!          .   .0  .          !
 1998.1!      *   +                           !!        0 .   .   .          !
 1998.2!       +*                             !!          .   .0  .          !
 1998.3!      *  +                            !!          .0  .   .          !
 1998.4!      *+                              !!          .  0.   .          !
 1999.1!       + *                            !!          .   . 0 .          !
 1999.2!          +*                          !!          .   . 0 .          !
 1999.3!          * +                         !!          . 0 .   .          !
 1999.4!        *  +                          !!          .0  .   .          !
 2000.1!          +   *                       !!          .   .   . 0        !
 2000.2!         *     +                      !!       0  .   .   .          !
 2000.3!       *  +                           !!          0   .   .          !
 2000.4! *       +                            !!     0    .   .   .          !
 2001.1!    +    *                            !!          .   .   . 0        !
 2001.2!          +                           !!          .   0   .          !
 2001.3!         * +                          !!          . 0 .   .          !
 2001.4!          + *                         !!          .   .  0.          !
 2002.1!        *   +                         !!          0   .   .          !
 2002.2!       * +                            !!          .0  .   .          !
 2002.3!     * +                              !!          .0  .   .          !
 2002.4!     *+                               !!          .  0.   .          !
 2003.1!  *   +                               !!          0   .   .          !
 2003.2!    +                                 !!          .   0   .          !
 2003.3!  *  +                                !!          .0  .   .          !
 2003.4!   +*                                 !!          .   0   .          !
 2004.1!    +*                                !!          .   0   .          !
 2004.2!  *  +                                !!          0   .   .          !
 2004.3!    +  *                              !!          .   .   0          !
 2004.4!   *   +                              !!         0.   .   .          !
 2005.1!    +*                                !!          .   .0  .          !
 2005.2!     +                                !!          .   0   .          !
 2005.3!    * +                               !!          .0  .   .          !
 2005.4!    *+                                !!          .  0.   .          !
 2006.1!   * +                                !!          .0  .   .          !
 2006.2!    *+                                !!          .   0   .          !
 2006.3!     + *                              !!          .   . 0 .          !
 2006.4!       +                              !!          .   0   .          !
 2007.1!       +                              !!          .   0   .          !
 2007.2!      *+                              !!          .  0.   .          !
 2007.3!      +                               !!          .   0   .          !
 2007.4!      +                               !!          .   0   .          !
 2008.1!     +                                !!          .   0   .          !
 2008.2!     +   *                            !!          .   .   .0         !
 2008.3!   *    +                             !!        0 .   .   .          !
 2008.4*    +                                 !!         0.   .   .          !
 2009.1!+       *                             !!          .   .   .     0    !
 2009.2!      +   *                           !!          .   .   0          !
 2009.3!   *    +                             !!        0 .   .   .          !
 2009.4!* +                                   !!          .0  .   .          !
 2010.1!+     *                               !!          .   .   .  0       !
 2010.2!   * +                                !!          .0  .   .          !
 2010.3!  *+                                  !!          .  0.   .          !
 2010.4!  +     *                             !!          .   .   .  0       !
 2011.1!      +    *                          !!          .   .   . 0        !
 2011.2!       *+                             !!          . 0 .   .          !
 2011.3!     +*                               !!          .   .0  .          !
 2011.4!    +  *                              !!          .   .  0.          !
 2012.1!     + *                              !!          .   . 0 .          !
 2012.2!  *   +                               !!          0   .   .          !
 2012.3!  +  *                                !!          .   .   0          !
 2012.4!    +*                                !!          .   0   .          !


     27.66 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKAS=UKPX$/ASPMM;                                                      
 GENR LAAUKAS=LOG(AAUKAS+.00001);                                             
 GENR LAUKAS=LOG(AUKAS+.00001);                                               
 LHS AAUKAS=EXP(LAAUKAS)-.00001;                                              
  EQ  637 LAAUKAS C LAUKAS(-1) PUKAS;                                         
EQUATION 660  LAAUKAS  
   RHS     C  LAUKAS(-1)  PUKAS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  660 PLOT=0;END;                                                     

Equation number =  660
**********************

Dependent variable = LAAUKAS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.420898480

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.054571991       0.107878629  -0.50586     1.000000
12389 LAUKAS  ( -1)       0.972779183       0.018601805  52.29488    -2.408997
12387 PUKAS   (  0)      -0.023650448       0.125224568  -0.18886     0.968472

SE of equation            =     0.148009550
Sum of squared residuals  =  4.05276299       0.755084884E-11
Average absolute error    =     0.107624582
Sum of ABS residuals      =  20.2334214    
R squared                 =   0.95056
Durbin-Watson statistic   =   2.96333
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                    +*!!          .   .0  .          !
 1966.2!                                   *+ !!          . 0 .   .          !
 1966.3!                                  +   *!          .   .   . 0        !
 1966.4!                                     +*!          .   .0  .          !
 1967.1!                                   * +!!          0   .   .          !
 1967.2!                                  +  *!!          .   .   0          !
 1967.3!                                    + !!          .   0   .          !
 1967.4!                              *    +  !!     0    .   .   .          !
 1968.1!                             +      * !!          .   .   .       0  !
 1968.2!                                    + !!          .  0.   .          !
 1968.3!                                   +  !!          .   0   .          !
 1968.4!                                   +  !!          .   . 0 .          !
 1969.1!                                   +* !!          .   . 0 .          !
 1969.2!                                   +* !!          .   .0  .          !
 1969.3!                                   +* !!          .   .0  .          !
 1969.4!                                   + *!!          .   .   0          !
 1970.1!                                   * +!!          .0  .   .          !
 1970.2!                                   +* !!          .   .  0.          !
 1970.3!                                 *  + !!          0   .   .          !
 1970.4!                                 +    *!          .   .   .    0     !
 1971.1!                                  *  +!!        0 .   .   .          !
 1971.2!                                  +  *!!          .   .   . 0        !
 1971.3!                                    + !!          .  0.   .          !
 1971.4!                                   + *!!          .   .   0          !
 1972.1!                                   * +!!          .0  .   .          !
 1972.2!                                  +  *!!          .   .   .0         !
 1972.3!                                  * + !!         0.   .   .          !
 1972.4!                                 +   *!!          .   .   .  0       !
 1973.1!                                   * +!!          . 0 .   .          !
 1973.2!                                 * +  !!          .0  .   .          !
 1973.3!                                 +*   !!          .   .  0.          !
 1973.4!                              *   +   !!       0  .   .   .          !
 1974.1!                             +  *     !!          .   .   .0         !
 1974.2!                              * +     !!          .0  .   .          !
 1974.3!                              +   *   !!          .   .   .  0       !
 1974.4!                                 +    !!          .  0.   .          !
 1975.1!                                + *   !!          .   .  0.          !
 1975.2!                                 *+   !!          .  0.   .          !
 1975.3!                                 +    !!          .   .0  .          !
 1975.4!                               * +    !!          .0  .   .          !
 1976.1!                              +*      !!          .   .0  .          !
 1976.2!                            *  +      !!         0.   .   .          !
 1976.3!                            + *       !!          .   .   0          !
 1976.4!                            *+        !!          .0  .   .          !
 1977.1!                           +*         !!          .   .0  .          !
 1977.2!                           +*         !!          .   .0  .          !
 1977.3!                           +*         !!          .   .0  .          !
 1977.4!                            +         !!          .   0   .          !
 1978.1!                           +          !!          .   0   .          !
 1978.2!                           +*         !!          .   .  0.          !
 1978.3!                            +         !!          .  0.   .          !
 1978.4!                           +          !!          .   0   .          !
 1979.1!                        *  +          !!        0 .   .   .          !
 1979.2!                       +    *         !!          .   .   .   0      !
 1979.3!                           *+         !!          . 0 .   .          !
 1979.4!                         * +          !!          . 0 .   .          !
 1980.1!                        *+            !!          . 0 .   .          !
 1980.2!                      *+              !!          .0  .   .          !
 1980.3!                    *+                !!          . 0 .   .          !
 1980.4!                    +*                !!          .   . 0 .          !
 1981.1!                  * +                 !!          .0  .   .          !
 1981.2!                * +                   !!          .0  .   .          !
 1981.3!                + *                   !!          .   .  0.          !
 1981.4!                 +*                   !!          .   . 0 .          !
 1982.1!                  + *                 !!          .   .  0.          !
 1982.2!                 *  +                 !!          0   .   .          !
 1982.3!                 + *                  !!          .   .  0.          !
 1982.4!                   + *                !!          .   .  0.          !
 1983.1!                  * +                 !!          0   .   .          !
 1983.2!                  +                   !!          .   0   .          !
 1983.3!                  +  *                !!          .   .   . 0        !
 1983.4!             *       +                !!0         .   .   .          !
 1984.1!             +     *                  !!          .   .   .      0   !
 1984.2!                  *+                  !!          .  0.   .          !
 1984.3!                  +                   !!          .   0   .          !
 1984.4!                  +*                  !!          .   . 0 .          !
 1985.1!                  *+                  !!          .  0.   .          !
 1985.2!                  + *                 !!          .   .  0.          !
 1985.3!                   +                  !!          .  0.   .          !
 1985.4!                   +                  !!          .   0   .          !
 1986.1!                   +*                 !!          .   .0  .          !
 1986.2!                   +*                 !!          .   .0  .          !
 1986.3!                    +                 !!          .   .0  .          !
 1986.4!                   *+                 !!          . 0 .   .          !
 1987.1!                   + *                !!          .   .  0.          !
 1987.2!                  *  +                !!          0   .   .          !
 1987.3!                  +*                  !!          .   . 0 .          !
 1987.4!                   +*                 !!          .   .0  .          !
 1988.1!                   +*                 !!          .   .0  .          !
 1988.2!                   *+                 !!          . 0 .   .          !
 1988.3!                   +                  !!          .   0   .          !
 1988.4!                  *+                  !!          .  0.   .          !
 1989.1!                  +*                  !!          .   .  0.          !
 1989.2!                   +                  !!          .  0.   .          !
 1989.3!                 *+                   !!          .0  .   .          !
 1989.4!                 +   *                !!          .   .   .   0      !
 1990.1!                   * +                !!          0   .   .          !
 1990.2!                  +                   !!          .   0   .          !
 1990.3!                  + *                 !!          .   .  0.          !
 1990.4!                    +                 !!          .   .0  .          !
 1991.1!                *   +                 !!       0  .   .   .          !
 1991.2!                + *                   !!          .   .  0.          !
 1991.3!                 *+                   !!          .   0   .          !
 1991.4!              *  +                    !!        0 .   .   .          !
 1992.1!              + *                     !!          .   .   0          !
 1992.2!               *+                     !!          .   0   .          !
 1992.3!               +*                     !!          .   .0  .          !
 1992.4!             *  +                     !!          0   .   .          !
 1993.1!             + *                      !!          .   . 0 .          !
 1993.2!               +                      !!          .   .0  .          !
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 1995.3!              +*                      !!          .   . 0 .          !
 1995.4!               +*                     !!          .   . 0 .          !
 1996.1!                +*                    !!          .   . 0 .          !
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 1998.3!               +                      !!          .   .0  .          !
 1998.4!             * +                      !!          .0  .   .          !
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 1999.4!             * +                      !!          0   .   .          !
 2000.1!             +  *                     !!          .   .   .0         !
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 2001.1!                +                     !!          .   0   .          !
 2001.2!             *  +                     !!          0   .   .          !
 2001.3!             +                        !!          .   0   .          !
 2001.4!             + *                      !!          .   .   0          !
 2002.1!           *   +                      !!       0  .   .   .          !
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 2002.3!           * +                        !!          . 0 .   .          !
 2002.4!          * +                         !!          .0  .   .          !
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 2006.4!     +       *                        !!          .   .   .        0 !
 2007.1!          *  +                        !!         0.   .   .          !
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 2007.3!           +*                         !!          .   .0  .          !
 2007.4!   *        +                         !0          .   .   .          !
 2008.1!    +  *                              !!          .   .   . 0        !
 2008.2!       + *                            !!          .   .  0.          !
 2008.3!        *+                            !!          .  0.   .          !
 2008.4!        +  *                          !!          .   .   .0         !
 2009.1!        *  +                          !!       0  .   .   .          !
 2009.2!        +                             !!          .   0   .          !
 2009.3!   *    +                             !!     0    .   .   .          !
 2009.4!  *+                                  !!          .  0.   .          !
 2010.1!   +  *                               !!          .   .   .0         !
 2010.2*      +                               !!  0       .   .   .          !
 2010.3!+                                     !!          .   . 0 .          !
 2010.4* +                                    !!          .0  .   .          !
 2011.1+   *                                  !!          .   .   .  0       !
 2011.2!   +                                  !!          .   0   .          !
 2011.3*    +                                 !!       0  .   .   .          !
 2011.4!+  *                                  !!          .   .   .0         !
 2012.1!  *+                                  !!          . 0 .   .          !
 2012.2!* +                                   !!          0   .   .          !
 2012.3!*+                                    !!          .   0   .          !
 2012.4! + *                                  !!          .   .  0.          !


     24.47 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ   638 LAAFIAS C LAFIAS(-1) PFIAS;SMPL 1966.1 2012.4;OLS;EST  638 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSOAS=SOPX$/ASPMM;                                                      
 GENR LAASOAS=LOG(AASOAS+.00001);                                             
 GENR LASOAS=LOG(ASOAS+.00001);                                               
 LHS AASOAS=EXP(LAASOAS)-.00001;                                              
  EQ  639 LAASOAS C LASOAS(-1) PSOAS;                                         
EQUATION 661  LAASOAS  
   RHS     C  LASOAS(-1)  PSOAS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  661 PLOT=0;END;                                                     

Equation number =  661
**********************

Dependent variable = LAASOAS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.090642726

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.094416692       0.240351158  -4.55341     1.000000
12392 LASOAS  ( -1)       0.746746935       0.049334739  15.13633    -5.088122
12390 PSOAS   (  0)      -0.205784446       0.121755503  -1.69014     0.955791

SE of equation            =     0.265060949
Sum of squared residuals  =  12.9976017       0.543476375E-11
Average absolute error    =     0.184840117
Sum of ABS residuals      =  34.7499419    
R squared                 =   0.60105
Durbin-Watson statistic   =   2.41184
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                       *+             !!           . 0.  .           !
 1966.2!                       +*             !!           .  0  .           !
 1966.3!                        +  *          !!           .  . 0.           !
 1966.4!                        * +           !!           . 0.  .           !
 1967.1!                        + *           !!           .  .0 .           !
 1967.2!                        * +           !!           . 0.  .           !
 1967.3!                        + *           !!           .  .0 .           !
 1967.4!                         + *          !!           .  .0 .           !
 1968.1!                       *  +           !!           .0 .  .           !
 1968.2!                        + *           !!           .  . 0.           !
 1968.3!                         +            !!           . 0.  .           !
 1968.4!                         +   *        !!           .  .  0           !
 1969.1!                            +   *     !!           .  .  0           !
 1969.2!                     *        +       !!       0   .  .  .           !
 1969.3!                      +  *            !!           .  . 0.           !
 1969.4!                         +            !!           .  0  .           !
 1970.1!                       * +            !!           . 0.  .           !
 1970.2!                        +  *          !!           .  . 0.           !
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 1970.4!                       *  +           !!           .0 .  .           !
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 1971.2!                           +          !!           .  0  .           !
 1971.3!                        *  +          !!           .0 .  .           !
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 1973.1!                     *     +          !!         0 .  .  .           !
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 1977.4!                  *     +             !!          0.  .  .           !
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 1980.1!                    *  +              !!           .0 .  .           !
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 1980.3!                 *   +                !!           0  .  .           !
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 1981.1!                 + *                  !!           .  .0 .           !
 1981.2!                 *+                   !!           . 0.  .           !
 1981.3!                * +                   !!           . 0.  .           !
 1981.4!                 +                    !!           .  0  .           !
 1982.1!              *   +                   !!           0  .  .           !
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 1982.3!                +                     !!           .  0  .           !
 1982.4!              *  +                    !!           .0 .  .           !
 1983.1!               +*                     !!           .  .0 .           !
 1983.2!                 +*                   !!           .  .0 .           !
 1983.3!                   + *                !!           .  .0 .           !
 1983.4!             *       +                !!        0  .  .  .           !
 1984.1!             +       *                !!           .  .  .  0        !
 1984.2!                     +   *            !!           .  .  0           !
 1984.3!                   *    +             !!          0.  .  .           !
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 1985.3!                      +               !!           .  0  .           !
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 1986.2!                     *    +           !!          0.  .  .           !
 1986.3!                      +*              !!           .  .0 .           !
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 1989.1!                 *  +                 !!           .0 .  .           !
 1989.2!                   +                  !!           .  0  .           !
 1989.3!                   * +                !!           . 0.  .           !
 1989.4!                    *+                !!           . 0.  .           !
 1990.1!                   * +                !!           . 0.  .           !
 1990.2!                    +                 !!           .  0  .           !
 1990.3!               *     +                !!          0.  .  .           !
 1990.4!         *        +                   !!        0  .  .  .           !
 1991.1!   *         +                        !!       0   .  .  .           !
 1991.2!         +*                           !!           .  .0 .           !
 1991.3!   *          +                       !!       0   .  .  .           !
 1991.4*         +                            !!       0   .  .  .           !
 1992.1!     +       *                        !!           .  .  . 0         !
 1992.2!         *      +                     !!         0 .  .  .           !
 1992.3!        *    +                        !!          0.  .  .           !
 1992.4!            +              *          !!           .  .  .       0   !
 1993.1!     *                    +           !0           .  .  .           !
 1993.2!          +          *                !!           .  .  .    0      !
 1993.3!                      + *             !!           .  . 0.           !
 1993.4!                       *+             !!           . 0.  .           !
 1994.1!                        +*            !!           .  .0 .           !
 1994.2!                 *       +            !!         0 .  .  .           !
 1994.3!                   +                  !!           .  0  .           !
 1994.4!                *    +                !!           0  .  .           !
 1995.1!                   +          *       !!           .  .  .    0      !
 1995.2!                             +     *  !!           .  .  .0          !
 1995.3!                    *            +    !!     0     .  .  .           !
 1995.4!       *             +                !!    0      .  .  .           !
 1996.1!            +                *        !!           .  .  .        0  !
 1996.2!                            +         !!           .  0  .           !
 1996.3!                            +       * !!           .  .  .  0        !
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 1997.1!                          * +         !!           . 0.  .           !
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 1997.3!                       +     *        !!           .  .  . 0         !
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 1998.3!                          +           !!           .  0  .           !
 1998.4!                          +    *      !!           .  .  .0          !
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 2000.4!                                +   * !!           .  .  0           !
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 2001.3!                               +      !!           .  .0 .           !
 2001.4!                              +  *    !!           .  . 0.           !
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 2002.3!                               +  *   !!           .  . 0.           !
 2002.4!                               *+     !!           .  0  .           !
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 2003.2!                             +     *  !!           .  .  .0          !
 2003.3!                                + *   !!           .  .0 .           !
 2003.4!                               +  *   !!           .  . 0.           !
 2004.1!                               +    * !!           .  .  .0          !
 2004.2!                                 + *  !!           .  . 0.           !
 2004.3!                                +     !!           .  0  .           !
 2004.4!                              + *     !!           .  .0 .           !
 2005.1!                             +      * !!           .  .  . 0         !
 2005.2!                                 +    *!           .  .  .0          !
 2005.3!                                  +  *!!           .  . 0.           !
 2005.4!                                 +  * !!           .  . 0.           !
 2006.1!                               *+     !!           . 0.  .           !
 2006.2!                             +   *    !!           .  .  0           !
 2006.3!                               + *    !!           .  . 0.           !
 2006.4!                              +*      !!           .  .0 .           !
 2007.1!                             +*       !!           .  .0 .           !
 2007.2!                             + *      !!           .  . 0.           !
 2007.3!                             +*       !!           .  0  .           !
 2007.4!                            +  *      !!           .  . 0.           !
 2008.1!                             +   *    !!           .  .  0           !
 2008.2!                               +  *   !!           .  . 0.           !
 2008.3!                               +*     !!           .  .0 .           !
 2008.4!                               +      !!           .  0  .           !
 2009.1!                        *     +       !!          0.  .  .           !
 2009.2!                      * +             !!           . 0.  .           !
 2009.3!                     *+               !!           . 0.  .           !
 2009.4!                     +                !!           .  0  .           !
 2010.1!                     +    *           !!           .  .  0           !
 2010.2!                   *    +             !!          0.  .  .           !
 2010.3!                   +  *               !!           .  . 0.           !
 2010.4!                     +                !!           . 0.  .           !
 2011.1!                  * +                 !!           .0 .  .           !
 2011.2!                  *+                  !!           . 0.  .           !
 2011.3!               *  +                   !!           .0 .  .           !
 2011.4!               * +                    !!           . 0.  .           !
 2012.1!                +*                    !!           .  .0 .           !
 2012.2!                  +                   !!           .  0  .           !
 2012.3!                  *+                  !!           . 0.  .           !
 2012.4!               *   +                  !!           .0 .  .           !


     22.34 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOAS=KOPX$/ASPMM;                                                      
 GENR LAAKOAS=LOG(AAKOAS+.00001);                                             
 GENR LAKOAS=LOG(AKOAS+.00001);                                               
 LHS AAKOAS=EXP(LAAKOAS)-.00001;                                              
  EQ  640 LAAKOAS C LAKOAS(-1) PKOAS;                                         
EQUATION 662  LAAKOAS  
   RHS     C  LAKOAS(-1)  PKOAS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  662 PLOT=0;END;                                                     

Equation number =  662
**********************

Dependent variable = LAAKOAS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.585874231

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.037677762       0.044734187  -0.84226     1.000000
12395 LAKOAS  ( -1)       0.913491253       0.024189870  37.76338    -4.617513
12393 PKOAS   (  0)      -0.209006240       0.074447910  -2.80742     1.579564

SE of equation            =     0.192635718
Sum of squared residuals  =  6.86507615       0.139968037E-10
Average absolute error    =     0.141830769
Sum of ABS residuals      =  26.6641846    
R squared                 =   0.98546
Durbin-Watson statistic   =   2.53558
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1+   *                                  !!         .    .    .         0
 1966.2!   +                                  !!         .   0.    .         !
 1966.3!   *+                                 !!         . 0  .    .         !
 1966.4!   +                                  !!         . 0  .    .         !
 1967.1!  *+                                  !!         .0   .    .         !
 1967.2!  *+                                  !!         .0   .    .         !
 1967.3!  *+                                  !!         . 0  .    .         !
 1967.4!  +                                   !!         .  0 .    .         !
 1968.1! * +                                  !!        0.    .    .         !
 1968.2! *+                                   !!         . 0  .    .         !
 1968.3! *+                                   !!         . 0  .    .         !
 1968.4!  +                                   !!         . 0  .    .         !
 1969.1!  +                                   !!         .   0.    .         !
 1969.2! * +                                  !!        0.    .    .         !
 1969.3!  +                                   !!         . 0  .    .         !
 1969.4! *+                                   !!         0    .    .         !
 1970.1!  + *                                 !!         .    .    .0        !
 1970.2!    *+                                !!         .0   .    .         !
 1970.3!    +                                 !!         .  0 .    .         !
 1970.4!   * +                                !!       0 .    .    .         !
 1971.1!    +  *                              !!         .    .    .    0    !
 1971.2!       +                              !!         .  0 .    .         !
 1971.3!      *+                              !!         .0   .    .         !
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 1972.3!            +                         !!         . 0  .    .         !
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 1974.4!                    *+                !!         .0   .    .         !
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 1975.2!                    +                 !!         .    .   0.         !
 1975.3!                    *+                !!         .  0 .    .         !
 1975.4!                     + *              !!         .    .    .0        !
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 1976.2!                    *  +              !!   0     .    .    .         !
 1976.3!                     +*               !!         .    .    .0        !
 1976.4!                      *+              !!         .0   .    .         !
 1977.1!                      +               !!         .    . 0  .         !
 1977.2!                      *+              !!         .  0 .    .         !
 1977.3!                      +*              !!         .    .  0 .         !
 1977.4!                       +              !!         .    0    .         !
 1978.1!                        +             !!         .    . 0  .         !
 1978.2!                       *+             !!        0.    .    .         !
 1978.3!                       +              !!         .    0    .         !
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 1980.4!                         *+           !!         . 0  .    .         !
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 1981.2!                        +             !!         .    .0   .         !
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 1983.4!                        *   +         !!0        .    .    .         !
 1984.1!                        +  *          !!         .    .    .         0
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 1984.3!                         *+           !!         . 0  .    .         !
 1984.4!                         +*           !!         .    .    0         !
 1985.1!                          +*          !!         .    .0   .         !
 1985.2!                         * +          !!        0.    .    .         !
 1985.3!                         +            !!         .    0    .         !
 1985.4!                          +           !!         .    0    .         !
 1986.1!                          +           !!         .    .0   .         !
 1986.2!                          +  *        !!         .    .    .     0   !
 1986.3!                           * +        !!       0 .    .    .         !
 1986.4!                           + *        !!         .    .    .0        !
 1987.1!                            *+        !!         . 0  .    .         !
 1987.2!                            +*        !!         .    .0   .         !
 1987.3!                             +        !!         .    0    .         !
 1987.4!                             +        !!         .    .  0 .         !
 1988.1!                             +        !!         .  0 .    .         !
 1988.2!                            *+        !!         .   0.    .         !
 1988.3!                            +*        !!         .    .   0.         !
 1988.4!                             +        !!         .    0    .         !
 1989.1!                             +        !!         .    .0   .         !
 1989.2!                            *+        !!         .   0.    .         !
 1989.3!                            +*        !!         .    .  0 .         !
 1989.4!                            +         !!         .0   .    .         !
 1990.1!                           +*         !!         .    .  0 .         !
 1990.2!                            +         !!         .    .0   .         !
 1990.3!                            + *       !!         .    .    .0        !
 1990.4!                             +        !!         .  0 .    .         !
 1991.1!                            *+        !!         .  0 .    .         !
 1991.2!                            +  *      !!         .    .    .     0   !
 1991.3!                            * +       !!     0   .    .    .         !
 1991.4!                            +*        !!         .    .    0         !
 1992.1!                             +        !!         .    0    .         !
 1992.2!                             +        !!         .   0.    .         !
 1992.3!                             +        !!         .    0    .         !
 1992.4!                            +   *     !!         .    .    .      0  !
 1993.1!                             * +      !!      0  .    .    .         !
 1993.2!                             +        !!         .    . 0  .         !
 1993.3!                             +*       !!         .    .   0.         !
 1993.4!                              +       !!         .    .0   .         !
 1994.1!                              +       !!         .   0.    .         !
 1994.2!                            * +       !!         .0   .    .         !
 1994.3!                            +*        !!         .    . 0  .         !
 1994.4!                             +        !!         .    .0   .         !
 1995.1!                             +*       !!         .    .    .0        !
 1995.2!                             *+       !!         .0   .    .         !
 1995.3!                             + *      !!         .    .    . 0       !
 1995.4!                             *+       !!         .0   .    .         !
 1996.1!                             +*       !!         .    .   0.         !
 1996.2!                              +*      !!         .    .  0 .         !
 1996.3!                               +      !!         .    . 0  .         !
 1996.4!                               +      !!         .   0.    .         !
 1997.1!                               +*     !!         .    .    0         !
 1997.2!                                +     !!         .    .0   .         !
 1997.3!                                +     !!         .    .0   .         !
 1997.4!                                 + *  !!         .    .    .  0      !
 1998.1!                                   +  *!         .    .    .    0    !
 1998.2!                                      +!         .    .0   .         !
 1998.3!                                     *+!         0    .    .         !
 1998.4!                                    *+!!         0    .    .         !
 1999.1!                                  *+  !!         0    .    .         !
 1999.2!                                 *+   !!         .  0 .    .         !
 1999.3!                                 +    !!         . 0  .    .         !
 1999.4!                                 +*   !!         .    .    0         !
 2000.1!                                  +   !!         .    0    .         !
 2000.2!                                 +*   !!         .    .0   .         !
 2000.3!                               * +    !!     0   .    .    .         !
 2000.4!                               +  *   !!         .    .    .      0  !
 2001.1!                                 *+   !!         .0   .    .         !
 2001.2!                                *+    !!         . 0  .    .         !
 2001.3!                                 +*   !!         .    .   0.         !
 2001.4!                                  +   !!         .    .0   .         !
 2002.1!                                 *+   !!         .0   .    .         !
 2002.2!                                 +    !!         .    0    .         !
 2002.3!                                 +    !!         .    0    .         !
 2002.4!                                 *+   !!         .    0    .         !
 2003.1!                                  +   !!         .    .  0 .         !
 2003.2!                                  +   !!         .   0.    .         !
 2003.3!                                  +*  !!         .    .  0 .         !
 2003.4!                                   +  !!         . 0  .    .         !
 2004.1!                                  *+  !!         .0   .    .         !
 2004.2!                                  +   !!         .   0.    .         !
 2004.3!                                  +   !!         .    .0   .         !
 2004.4!                                * +   !!      0  .    .    .         !
 2005.1!                                + *   !!         .    .    0         !
 2005.2!                                  +   !!         .   0.    .         !
 2005.3!                                  +   !!         .   0.    .         !
 2005.4!                                 *+   !!         .   0.    .         !
 2006.1!                                  +*  !!         .    .   0.         !
 2006.2!                                   +* !!         .    .  0 .         !
 2006.3!                                  * + !!      0  .    .    .         !
 2006.4!                                  +   !!         .   0.    .         !
 2007.1!                                  +   !!         .   0.    .         !
 2007.2!                                  +   !!         . 0  .    .         !
 2007.3!                                  +   !!         .    0    .         !
 2007.4!                                  +   !!         .  0 .    .         !
 2008.1!                                  +   !!         .    0    .         !
 2008.2!                                 *+   !!         0    .    .         !
 2008.3!                                 +    !!         .    0    .         !
 2008.4!                                  +   !!         .    0    .         !
 2009.1!                                  +*  !!         .    . 0  .         !
 2009.2!                                   +  !!         .    . 0  .         !
 2009.3!                                    + !!         .   0.    .         !
 2009.4!                                   *+ !!         .  0 .    .         !
 2010.1!                                    + !!         .    .0   .         !
 2010.2!                                   *+ !!         . 0  .    .         !
 2010.3!                                   +* !!         .    .0   .         !
 2010.4!                                    + !!         .    0    .         !
 2011.1!                                    + !!         .  0 .    .         !
 2011.2!                                    + !!         .    0    .         !
 2011.3!                                   *+ !!        0.    .    .         !
 2011.4!                                   +  *!         .    .    .    0    !
 2012.1!                                     *+!         .0   .    .         !
 2012.2!                                    *+!!         .  0 .    .         !
 2012.3!                                     +!!         .    0    .         !
 2012.4!                                    *+!!         . 0  .    .         !


     25.00 percent of the residuals exceed 1 SE
      7.98 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEAS=BEPX$Q/ASPMM;                                                     
 GENR LAABEAS=LOG(AABEAS+.00001);                                             
 GENR LABEAS=LOG(ABEAS+.00001);                                               
 LHS AABEAS=EXP(LAABEAS)-.00001;                                              
  EQ  641 LAABEAS C LABEAS(-1) PBEAS;                                         
EQUATION 663  LAABEAS  
   RHS     C  LABEAS(-1)  PBEAS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  663 PLOT=0;END;                                                     

Equation number =  663
**********************

Dependent variable = LAABEAS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.550393567

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.639774477       0.184817544  -3.46165     1.000000
12398 LABEAS  ( -1)       0.827762422       0.039247177  21.09101    -4.552081
12396 PBEAS   (  0)      -0.150326995       0.096907385  -1.55124     0.948448

SE of equation            =     0.143450089
Sum of squared residuals  =  3.80691670      -0.365192321E-10
Average absolute error    =     0.111343470
Sum of ABS residuals      =  20.9325724    
R squared                 =   0.72075
Durbin-Watson statistic   =   2.67258
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*     +                                !!       0  .   .   .          !
 1966.2!  +  *                                !!          .   .   0          !
 1966.3!      *+                              !!          .  0.   .          !
 1966.4!        +   *                         !!          .   .   .0         !
 1967.1!         *  +                         !!          0   .   .          !
 1967.2!          +   *                       !!          .   .   .0         !
 1967.3!        *      +                      !!      0   .   .   .          !
 1967.4!         + *                          !!          .   .0  .          !
 1968.1!  *         +                         !!   0      .   .   .          !
 1968.2!    +   *                             !!          .   .   .0         !
 1968.3!       *  +                           !!          .0  .   .          !
 1968.4!     *   +                            !!         0.   .   .          !
 1969.1!       +   *                          !!          .   .   .0         !
 1969.2!    *       +                         !!    0     .   .   .          !
 1969.3!      +       *                       !!          .   .   .    0     !
 1969.4!       *       +                      !!     0    .   .   .          !
 1970.1!        *+                            !!          .  0.   .          !
 1970.2!         +*                           !!          .   .0  .          !
 1970.3!           + *                        !!          .   . 0 .          !
 1970.4!        *     +                       !!       0  .   .   .          !
 1971.1!          +*                          !!          .   .0  .          !
 1971.2!          * +                         !!          .0  .   .          !
 1971.3!       *   +                          !!         0.   .   .          !
 1971.4!         + *                          !!          .   . 0 .          !
 1972.1!            + *                       !!          .   . 0 .          !
 1972.2!               +                      !!          .   0   .          !
 1972.3!                +                     !!          .   .0  .          !
 1972.4!                 + *                  !!          .   .  0.          !
 1973.1!                   +*                 !!          .   . 0 .          !
 1973.2!                  * +                 !!          .0  .   .          !
 1973.3!                 +  *                 !!          .   .  0.          !
 1973.4!                    +*                !!          .   .0  .          !
 1974.1!                    +                 !!          .   0   .          !
 1974.2!                    +                 !!          .   .0  .          !
 1974.3!                    +*                !!          .   .0  .          !
 1974.4!                  *  +                !!          .0  .   .          !
 1975.1!                 *+                   !!          .  0.   .          !
 1975.2!            *    +                    !!         0.   .   .          !
 1975.3!             +   *                    !!          .   .   .0         !
 1975.4!                 +                    !!          .  0.   .          !
 1976.1!                *+                    !!          .  0.   .          !
 1976.2!                + *                   !!          .   .  0.          !
 1976.3!                  +  *                !!          .   .  0.          !
 1976.4!            *       +                 !!     0    .   .   .          !
 1977.1!             +*                       !!          .   .0  .          !
 1977.2!              +*                      !!          .   .0  .          !
 1977.3!               +  *                   !!          .   .   0          !
 1977.4!                  + *                 !!          .   . 0 .          !
 1978.1!                 * +                  !!          .0  .   .          !
 1978.2!                 +*                   !!          .   .0  .          !
 1978.3!        *        +                    !!   0      .   .   .          !
 1978.4!      *  +                            !!          .0  .   .          !
 1979.1!        +                             !!          .   0   .          !
 1979.2!         +     *                      !!          .   .   .  0       !
 1979.3!        *      +                      !!      0   .   .   .          !
 1979.4!       *  +                           !!          .0  .   .          !
 1980.1!         +      *                     !!          .   .   .    0     !
 1980.2!              * +                     !!          . 0 .   .          !
 1980.3!              *+                      !!          .  0.   .          !
 1980.4!            *  +                      !!          0   .   .          !
 1981.1!        *    +                        !!       0  .   .   .          !
 1981.2!       *  +                           !!          .0  .   .          !
 1981.3!         +*                           !!          .   . 0 .          !
 1981.4!       *    +                         !!        0 .   .   .          !
 1982.1!        *+                            !!          .  0.   .          !
 1982.2!        * +                           !!          .0  .   .          !
 1982.3!          +*                          !!          .   . 0 .          !
 1982.4!         *   +                        !!         0.   .   .          !
 1983.1!           +  *                       !!          .   .   0          !
 1983.2!      *        +                      !!   0      .   .   .          !
 1983.3!        +     *                       !!          .   .   . 0        !
 1983.4!    *          +                      !! 0        .   .   .          !
 1984.1!      +         *                     !!          .   .   .       0  !
 1984.2!               * +                    !!          . 0 .   .          !
 1984.3!                +*                    !!          .   .0  .          !
 1984.4!                  +  *                !!          .   .   0          !
 1985.1!                  *   +               !!          0   .   .          !
 1985.2!                   +*                 !!          .   .0  .          !
 1985.3!                   *+                 !!          .  0.   .          !
 1985.4!                   *+                 !!          .  0.   .          !
 1986.1!                 * +                  !!          .0  .   .          !
 1986.2!             *   +                    !!        0 .   .   .          !
 1986.3!              +    *                  !!          .   .   .  0       !
 1986.4!                 * +                  !!          .0  .   .          !
 1987.1!                 +                    !!          .   0   .          !
 1987.2!                 +*                   !!          .   .0  .          !
 1987.3!                  + *                 !!          .   . 0 .          !
 1987.4!                  * +                 !!          . 0 .   .          !
 1988.1!                * +                   !!          .0  .   .          !
 1988.2!                *+                    !!          .  0.   .          !
 1988.3!                + *                   !!          .   . 0 .          !
 1988.4!               *   +                  !!         0.   .   .          !
 1989.1!                + *                   !!          .   .  0.          !
 1989.2!                   +   *              !!          .   .   .0         !
 1989.3!                   *  +               !!          0   .   .          !
 1989.4!              *    +                  !!        0 .   .   .          !
 1990.1!              +    *                  !!          .   .   . 0        !
 1990.2!                  *+                  !!          . 0 .   .          !
 1990.3!                 +*                   !!          .   0   .          !
 1990.4!            *     +                   !!       0  .   .   .          !
 1991.1!          *  +                        !!          .0  .   .          !
 1991.2!            +*                        !!          .   .0  .          !
 1991.3!              +*                      !!          .   .0  .          !
 1991.4!             * +                      !!          . 0 .   .          !
 1992.1!              +                       !!          .   0   .          !
 1992.2!              *+                      !!          .  0.   .          !
 1992.3!              + *                     !!          .   . 0 .          !
 1992.4!                +*                    !!          .   .0  .          !
 1993.1!            *    +                    !!        0 .   .   .          !
 1993.2!             + *                      !!          .   . 0 .          !
 1993.3!                +*                    !!          .   . 0 .          !
 1993.4!                 + *                  !!          .   . 0 .          !
 1994.1!                   +*                 !!          .   . 0 .          !
 1994.2!                 *  +                 !!          .0  .   .          !
 1994.3!                *+                    !!          .  0.   .          !
 1994.4!                + *                   !!          .   . 0 .          !
 1995.1!                  +*                  !!          .   . 0 .          !
 1995.2!                   +     *            !!          .   .   .  0       !
 1995.3!                       +              !!          .  0.   .          !
 1995.4!                  *   +               !!         0.   .   .          !
 1996.1!                  +  *                !!          .   .   0          !
 1996.2!                    +                 !!          .  0.   .          !
 1996.3!                   +*                 !!          .   .0  .          !
 1996.4!                 *  +                 !!          0   .   .          !
 1997.1!                 +       *            !!          .   .   .    0     !
 1997.2!                       *+             !!          .  0.   .          !
 1997.3!                      +   *           !!          .   .   .0         !
 1997.4!                        *+            !!          .  0.   .          !
 1998.1!                       +              !!          .   0   .          !
 1998.2!                    * +               !!          .0  .   .          !
 1998.3!                    +  *              !!          .   .   0          !
 1998.4!                      + *             !!          .   . 0 .          !
 1999.1!                       +              !!          .  0.   .          !
 1999.2!                      +*              !!          .   .0  .          !
 1999.3!                      +  *            !!          .   .  0.          !
 1999.4!                        +    *        !!          .   .   .0         !
 2000.1!                           +    *     !!          .   .   .0         !
 2000.2!                          *   +       !!         0.   .   .          !
 2000.3!                         +  *         !!          .   .  0.          !
 2000.4!                           +  *       !!          .   .   0          !
 2001.1!                            +   *     !!          .   .   .0         !
 2001.2!                              +   *   !!          .   .   .0         !
 2001.3!                                +     !!          .   0   .          !
 2001.4!                           *  +       !!          0   .   .          !
 2002.1!                         +            *!          .   .   .          0
 2002.2!                                   + *!!          .   .  0.          !
 2002.3!                                  + * !!          .   . 0 .          !
 2002.4!                                *+    !!          . 0 .   .          !
 2003.1!                              +   *   !!          .   .   .0         !
 2003.2!                               +      !!          .  0.   .          !
 2003.3!                            +*        !!          .   .0  .          !
 2003.4!                           +*         !!          .   . 0 .          !
 2004.1!                          + *         !!          .   . 0 .          !
 2004.2!                        * +           !!          . 0 .   .          !
 2004.3!                       +     *        !!          .   .   .  0       !
 2004.4!                           +*         !!          .   .0  .          !
 2005.1!                       *  +           !!          .0  .   .          !
 2005.2!                      + *             !!          .   .  0.          !
 2005.3!                       +     *        !!          .   .   .   0      !
 2005.4!                      *    +          !!        0 .   .   .          !
 2006.1!                     +*               !!          .   .0  .          !
 2006.2!                  * +                 !!          . 0 .   .          !
 2006.3!                  +   *               !!          .   .   .0         !
 2006.4!                   *+                 !!          . 0 .   .          !
 2007.1!                  +                   !!          .   0   .          !
 2007.2!                 +      *             !!          .   .   .   0      !
 2007.3!                  *   +               !!         0.   .   .          !
 2007.4!               * +                    !!          .0  .   .          !
 2008.1!           *  +                       !!          0   .   .          !
 2008.2!           +      *                   !!          .   .   .   0      !
 2008.3!               * +                    !!          . 0 .   .          !
 2008.4!               +*                     !!          .   . 0 .          !
 2009.1!                +    *                !!          .   .   . 0        !
 2009.2!                    +*                !!          .   .0  .          !
 2009.3!                  *+                  !!          . 0 .   .          !
 2009.4!                 +*                   !!          .   . 0 .          !
 2010.1!                 +                    !!          .  0.   .          !
 2010.2!                +   *                 !!          .   .   0          !
 2010.3!                  *+                  !!          .  0.   .          !
 2010.4!               * +                    !!          . 0 .   .          !
 2011.1!               +    *                 !!          .   .   . 0        !
 2011.2!              *   +                   !!         0.   .   .          !
 2011.3!           *  +                       !!          .0  .   .          !
 2011.4!           *+                         !!          .   0   .          !
 2012.1!            + *                       !!          .   .  0.          !
 2012.2!           *  +                       !!          .0  .   .          !
 2012.3!           +    *                     !!          .   .   . 0        !
 2012.4!           *    +                     !!         0.   .   .          !


     30.85 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDEAS=DEPX$Q/ASPMM;                                                     
 GENR LAADEAS=LOG(AADEAS+.00001);                                             
 GENR LADEAS=LOG(ADEAS+.00001);                                               
 LHS AADEAS=EXP(LAADEAS)-.00001;                                              
  EQ  642 LAADEAS C LADEAS(-1) PDEAS;                                         
EQUATION 664  LAADEAS  
   RHS     C  LADEAS(-1)  PDEAS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  664 PLOT=0;END;                                                     

Equation number =  664
**********************

Dependent variable = LAADEAS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.311052918

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.989555746       0.211943951  -4.66895     1.000000
12401 LADEAS  ( -1)       0.761331216       0.048577738  15.67243    -5.313866
12399 PDEAS   (  0)      -0.279761327       0.148387417  -1.88534     0.986146

SE of equation            =     0.153931220
Sum of squared residuals  =  4.38354177      -0.112944321E-09
Average absolute error    =     0.108804649
Sum of ABS residuals      =  20.4552740    
R squared                 =   0.69473
Durbin-Watson statistic   =   2.53316
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1! * +                                  !!          . 0 .   .          !
 1966.2!    +                                 !!          .   .0  .          !
 1966.3*       +                              !!       0  .   .   .          !
 1966.4!*  +                                  !!          .0  .   .          !
 1967.1!    +  *                              !!          .   .  0.          !
 1967.2!    *     +                           !!         0.   .   .          !
 1967.3!       +                 *            !!          .   .   .          0
 1967.4!      *                +              !0          .   .   .          !
 1968.1!      *   +                           !!          .0  .   .          !
 1968.2!    *     +                           !!         0.   .   .          !
 1968.3!       *+                             !!          .  0.   .          !
 1968.4!     *    +                           !!          0   .   .          !
 1969.1!        +*                            !!          .   0   .          !
 1969.2!            + *                       !!          .   . 0 .          !
 1969.3!        *       +                     !!       0  .   .   .          !
 1969.4!           +  *                       !!          .   .  0.          !
 1970.1!                +                     !!          .   0   .          !
 1970.2!            *     +                   !!         0.   .   .          !
 1970.3!       *       +                      !!       0  .   .   .          !
 1970.4!           +                          !!          .   0   .          !
 1971.1!              +*                      !!          .   .0  .          !
 1971.2!             *   +                    !!          .0  .   .          !
 1971.3!    *           +                     !!   0      .   .   .          !
 1971.4!         +        *                   !!          .   .   .   0      !
 1972.1!                *   +                 !!          .0  .   .          !
 1972.2!                  +    *              !!          .   .  0.          !
 1972.3!                     * +              !!          . 0 .   .          !
 1972.4!                      +  *            !!          .   .  0.          !
 1973.1!                      *  +            !!          . 0 .   .          !
 1973.2!              *       +               !!       0  .   .   .          !
 1973.3!                +       *             !!          .   .   .  0       !
 1973.4!                       +              !!          .   0   .          !
 1974.1!                       +*             !!          .   .0  .          !
 1974.2!                        +*            !!          .   0   .          !
 1974.3!                       * +            !!          .  0.   .          !
 1974.4!                       +              !!          .   0   .          !
 1975.1!                       +*             !!          .   .0  .          !
 1975.2!                    *  +              !!          .0  .   .          !
 1975.3!                     +                !!          .   0   .          !
 1975.4!                 *   +                !!          .0  .   .          !
 1976.1!                  +                   !!          .   0   .          !
 1976.2!                   +                  !!          .   0   .          !
 1976.3!              *     +                 !!         0.   .   .          !
 1976.4!             *  +                     !!          . 0 .   .          !
 1977.1!            *  +                      !!          .0  .   .          !
 1977.2!              +  *                    !!          .   . 0 .          !
 1977.3!                 *+                   !!          .   0   .          !
 1977.4!              *   +                   !!          0   .   .          !
 1978.1!            *  +                      !!          .0  .   .          !
 1978.2!              +    *                  !!          .   .   0          !
 1978.3!                  *+                  !!          .  0.   .          !
 1978.4!               *  +                   !!          .0  .   .          !
 1979.1!                +   *                 !!          .   .  0.          !
 1979.2!                     +               *!!          .   .   .         0!
 1979.3!                         *        +   !!      0   .   .   .          !
 1979.4!                     *  +             !!          .0  .   .          !
 1980.1!                      +     *         !!          .   .   .0         !
 1980.2!                 *         +          !!     0    .   .   .          !
 1980.3!                   +    *             !!          .   .   .0         !
 1980.4!                    *   +             !!          0   .   .          !
 1981.1!                    *+                !!          .  0.   .          !
 1981.2!              *       +               !!       0  .   .   .          !
 1981.3!                 +   *                !!          .   .   0          !
 1981.4!                   *   +              !!          .0  .   .          !
 1982.1!                    *+                !!          .  0.   .          !
 1982.2!             *        +               !!       0  .   .   .          !
 1982.3!                +     *               !!          .   .   .0         !
 1982.4!                        +*            !!          .   .0  .          !
 1983.1!                         + *          !!          .   . 0 .          !
 1983.2!                           +*         !!          .   0   .          !
 1983.3!                             + *      !!          .   . 0 .          !
 1983.4!                  *           +       !!    0     .   .   .          !
 1984.1!                  +               *   !!          .   .   .         0!
 1984.2!                                 +*   !!          .   0   .          !
 1984.3!                                 + *  !!          .   . 0 .          !
 1984.4!                                  +   !!          .   0   .          !
 1985.1!                                  + * !!          .   . 0 .          !
 1985.2!                                 * +  !!          . 0 .   .          !
 1985.3!                                + *   !!          .   .0  .          !
 1985.4!                                + *   !!          .   .0  .          !
 1986.1!                             *  +     !!          .0  .   .          !
 1986.2!                             +  *     !!          .   . 0 .          !
 1986.3!                            * +       !!          . 0 .   .          !
 1986.4!                            +*        !!          .   .0  .          !
 1987.1!                            +*        !!          .   .0  .          !
 1987.2!                            +         !!          .   0   .          !
 1987.3!                            +   *     !!          .   .   0          !
 1987.4!                           *   +      !!          .0  .   .          !
 1988.1!                          +  *        !!          .   . 0 .          !
 1988.2!                          * +         !!          .0  .   .          !
 1988.3!                          +  *        !!          .   . 0 .          !
 1988.4!                           *+         !!          . 0 .   .          !
 1989.1!                           +*         !!          .   .0  .          !
 1989.2!                            + *       !!          .   . 0 .          !
 1989.3!                             +*       !!          .   .0  .          !
 1989.4!                             +        !!          .   0   .          !
 1990.1!                            +*        !!          .   .0  .          !
 1990.2!                        *   +         !!          .0  .   .          !
 1990.3!                      * +             !!          . 0 .   .          !
 1990.4!                    * +               !!          . 0 .   .          !
 1991.1!                   * +                !!          . 0 .   .          !
 1991.2!                    +     *           !!          .   .   .0         !
 1991.3!                         *+           !!          .  0.   .          !
 1991.4!                        *+            !!          .  0.   .          !
 1992.1!                        +*            !!          .   0   .          !
 1992.2!                        + *           !!          .   .0  .          !
 1992.3!                         +            !!          .  0.   .          !
 1992.4!                       *+             !!          .  0.   .          !
 1993.1!                       +    *         !!          .   .   0          !
 1993.2!                           +  *       !!          .   . 0 .          !
 1993.3!                             +        !!          .   0   .          !
 1993.4!                           * +        !!          .  0.   .          !
 1994.1!                           +   *      !!          .   .  0.          !
 1994.2!                              +*      !!          .   .0  .          !
 1994.3!                            * +       !!          . 0 .   .          !
 1994.4!                           +          !!          .   0   .          !
 1995.1!                           +  *       !!          .   .  0.          !
 1995.2!                        *    +        !!         0.   .   .          !
 1995.3!                        + *           !!          .   . 0 .          !
 1995.4!                          +*          !!          .   .0  .          !
 1996.1!                          +           !!          .   0   .          !
 1996.2!                          +*          !!          .   .0  .          !
 1996.3!                           +*         !!          .   .0  .          !
 1996.4!                           + *        !!          .   .0  .          !
 1997.1!                            +   *     !!          .   .  0.          !
 1997.2!                              +       !!          .  0.   .          !
 1997.3!                             +        !!          .   0   .          !
 1997.4!                            +         !!          .   0   .          !
 1998.1!                          *+          !!          . 0 .   .          !
 1998.2!                         *+           !!          .   0   .          !
 1998.3!                         +*           !!          .   .0  .          !
 1998.4!                         *+           !!          .   0   .          !
 1999.1!                          +      *    !!          .   .   . 0        !
 1999.2!                               *+     !!          .  0.   .          !
 1999.3!                              +       !!          .   0   .          !
 1999.4!                              + *     !!          .   . 0 .          !
 2000.1!                               +   *  !!          .   .  0.          !
 2000.2!                              *   +   !!          .0  .   .          !
 2000.3!                              +       !!          .   0   .          !
 2000.4!                              +       !!          .   0   .          !
 2001.1!                             + *      !!          .   .0  .          !
 2001.2!                              +       !!          .  0.   .          !
 2001.3!                             +     *  !!          .   .   .0         !
 2001.4!                                  +   !!          .   0   .          !
 2002.1!                                +     *!          .   .   .0         !
 2002.2!                                 *  + !!          . 0 .   .          !
 2002.3!                              * +     !!          .  0.   .          !
 2002.4!                             +  *     !!          .   . 0 .          !
 2003.1!                              + *     !!          .   . 0 .          !
 2003.2!                              +  *    !!          .   . 0 .          !
 2003.3!                               + *    !!          .   . 0 .          !
 2003.4!                              +  *    !!          .   . 0 .          !
 2004.1!                              +     * !!          .   .   .0         !
 2004.2!                                 +   *!!          .   .   0          !
 2004.3!                                  + * !!          .   . 0 .          !
 2004.4!                                +  *  !!          .   . 0 .          !
 2005.1!                                +   * !!          .   .   0          !
 2005.2!                                *+    !!          .  0.   .          !
 2005.3!                             *+       !!          .  0.   .          !
 2005.4!                       *    +         !!          0   .   .          !
 2006.1!                      *+              !!          .  0.   .          !
 2006.2!                      +        *      !!          .   .   .   0      !
 2006.3!                             +        !!          .   0   .          !
 2006.4!                           +    *     !!          .   .   0          !
 2007.1!                              +     * !!          .   .   .0         !
 2007.2!                            *   +     !!          0   .   .          !
 2007.3!                        * +           !!          . 0 .   .          !
 2007.4!                   *   +              !!          .0  .   .          !
 2008.1!                   +                  !!          .   0   .          !
 2008.2!                   +    *             !!          .   .   0          !
 2008.3!                       +              !!          .   0   .          !
 2008.4!                       +*             !!          .   .0  .          !
 2009.1!                       +  *           !!          .   . 0 .          !
 2009.2!                         +   *        !!          .   .   0          !
 2009.3!                           +  *       !!          .   . 0 .          !
 2009.4!                           +         *!!          .   .   .    0     !
 2010.1!                        *         +   !!      0   .   .   .          !
 2010.2!                      * +             !!          . 0 .   .          !
 2010.3!                       +   *          !!          .   .   0          !
 2010.4!                   *      +           !!        0 .   .   .          !
 2011.1!                    +    *            !!          .   .   .0         !
 2011.2!                         +            !!          .   0   .          !
 2011.3!                         +            !!          .   .0  .          !
 2011.4!                      *  +            !!          . 0 .   .          !
 2012.1!                      +       *       !!          .   .   . 0        !
 2012.2!                           *+         !!          .  0.   .          !
 2012.3!                        * +           !!          . 0 .   .          !
 2012.4!               *        +             !!       0  .   .   .          !


     21.81 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOAS=NOPX$Q/ASPMM;                                                     
 GENR LAANOAS=LOG(AANOAS+.00001);                                             
 GENR LANOAS=LOG(ANOAS+.00001);                                               
 LHS AANOAS=EXP(LAANOAS)-.00001;                                              
  EQ  643 LAANOAS C LANOAS(-1) PNOAS;                                         
EQUATION 665  LAANOAS  
   RHS     C  LANOAS(-1)  PNOAS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  665 PLOT=0;END;                                                     

Equation number =  665
**********************

Dependent variable = LAANOAS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.819247853

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.820859185       0.270658461  -6.72752     1.000000
12404 LANOAS  ( -1)       0.592110544       0.057658697  10.26923    -5.812607
12402 PNOAS   (  0)      -0.665952313       0.121691838  -5.47245     0.835920

SE of equation            =     0.277887640
Sum of squared residuals  =  14.2859850       0.499689179E-11
Average absolute error    =     0.211503510
Sum of ABS residuals      =  39.7626598    
R squared                 =   0.71618
Durbin-Watson statistic   =   2.33747
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                     + *              !!          .   . 0 .          !
 1966.2!                    +   *             !!          .   .   0          !
 1966.3!                     +                !!          .   0   .          !
 1966.4!                   +    *             !!          .   .   0          !
 1967.1!                     +    *           !!          .   .   .0         !
 1967.2!                     * +              !!          . 0 .   .          !
 1967.3!                    +   *             !!          .   .   0          !
 1967.4!                     +    *           !!          .   .   .0         !
 1968.1!                       +       *      !!          .   .   .   0      !
 1968.2!                          +*          !!          .   .0  .          !
 1968.3!                       *+             !!          .   0   .          !
 1968.4!                     +    *           !!          .   .   .0         !
 1969.1!                       +   *          !!          .   .   0          !
 1969.2!                        +             *!          .   .   .          0
 1969.3!                     *         +      !!    0     .   .   .          !
 1969.4!                     +    *           !!          .   .   .0         !
 1970.1!                  *    +              !!        0 .   .   .          !
 1970.2!                   +  *               !!          .   .  0.          !
 1970.3!                     +   *            !!          .   .   .0         !
 1970.4!                       +              !!          .   0   .          !
 1971.1!                      +*              !!          .   .0  .          !
 1971.2!                     *+               !!          .   0   .          !
 1971.3!                     +  *             !!          .   .  0.          !
 1971.4!                       +    *         !!          .   .   .0         !
 1972.1!                         +  *         !!          .   .  0.          !
 1972.2!                  *       +           !!      0   .   .   .          !
 1972.3!                   +      *           !!          .   .   .  0       !
 1972.4!                        +             !!          .   0   .          !
 1973.1!                       +  *           !!          .   . 0 .          !
 1973.2!                    *   +             !!          .0  .   .          !
 1973.3!                    +   *             !!          .   .   0          !
 1973.4!                     *+               !!          .  0.   .          !
 1974.1!                     +*               !!          .   . 0 .          !
 1974.2!                     +   *            !!          .   .   0          !
 1974.3!                      +  *            !!          .   .  0.          !
 1974.4!                      +       *       !!          .   .   .    0     !
 1975.1!                         +        *   !!          .   .   .     0    !
 1975.2!                  *        +          !!     0    .   .   .          !
 1975.3!                  +*                  !!          .   . 0 .          !
 1975.4!                  *+                  !!          .   0   .          !
 1976.1!                * +                   !!          . 0 .   .          !
 1976.2!                 +    *               !!          .   .   .0         !
 1976.3!               *    +                 !!         0.   .   .          !
 1976.4!                +*                    !!          .   .0  .          !
 1977.1!                *+                    !!          .  0.   .          !
 1977.2!                 + *                  !!          .   . 0 .          !
 1977.3!                  +                   !!          .  0.   .          !
 1977.4!                  + *                 !!          .   . 0 .          !
 1978.1!              *    +                  !!         0.   .   .          !
 1978.2!                +  *                  !!          .   .  0.          !
 1978.3!                   + *                !!          .   . 0 .          !
 1978.4!                    + *               !!          .   . 0 .          !
 1979.1!                     + *              !!          .   . 0 .          !
 1979.2!                     +  *             !!          .   .  0.          !
 1979.3!                     + *              !!          .   . 0 .          !
 1979.4!                *    +                !!         0.   .   .          !
 1980.1!                +       *             !!          .   .   .    0     !
 1980.2!                   *+                 !!          . 0 .   .          !
 1980.3!               * +                    !!          . 0 .   .          !
 1980.4!               +*                     !!          .   .0  .          !
 1981.1!         *      +                     !!        0 .   .   .          !
 1981.2!           + *                        !!          .   .0  .          !
 1981.3!          *   +                       !!          .0  .   .          !
 1981.4!            +  *                      !!          .   .  0.          !
 1982.1!            *  +                      !!          .0  .   .          !
 1982.2!         *   +                        !!          0   .   .          !
 1982.3!          +                           !!          .   0   .          !
 1982.4!            +                         !!          .   0   .          !
 1983.1!            *+                        !!          .  0.   .          !
 1983.2!              +*                      !!          .   . 0 .          !
 1983.3!                +                     !!          .   0   .          !
 1983.4!         *      +                     !!       0  .   .   .          !
 1984.1!        + *                           !!          .   . 0 .          !
 1984.2!             +  *                     !!          .   .  0.          !
 1984.3!              * +                     !!          .0  .   .          !
 1984.4!               +     *                !!          .   .   . 0        !
 1985.1!                *   +                 !!          0   .   .          !
 1985.2!                +                     !!          .   0   .          !
 1985.3!                 +                    !!          .   0   .          !
 1985.4!              *  +                    !!          .0  .   .          !
 1986.1!                +  *                  !!          .   .  0.          !
 1986.2!                    +*                !!          .   .0  .          !
 1986.3!                   *  +               !!          .0  .   .          !
 1986.4!                     + *              !!          .   .  0.          !
 1987.1!                       +    *         !!          .   .   .0         !
 1987.2!                         + *          !!          .   . 0 .          !
 1987.3!                         +   *        !!          .   .   0          !
 1987.4!                          +    *      !!          .   .   .0         !
 1988.1!                           + *        !!          .   . 0 .          !
 1988.2!                          +    *      !!          .   .   0          !
 1988.3!                           +      *   !!          .   .   .  0       !
 1988.4!                       *      +       !!       0  .   .   .          !
 1989.1!                      + *             !!          .   .0  .          !
 1989.2!                       + *            !!          .   . 0 .          !
 1989.3!                        +   *         !!          .   .   .0         !
 1989.4!                          + *         !!          .   .  0.          !
 1990.1!                          +           !!          .   0   .          !
 1990.2!                        +             !!          .   0   .          !
 1990.3!                       +*             !!          .   .0  .          !
 1990.4!                     + *              !!          .   . 0 .          !
 1991.1!                      +               !!          .   .0  .          !
 1991.2!              *       +               !!      0   .   .   .          !
 1991.3!                 + *                  !!          .   . 0 .          !
 1991.4!                   *+                 !!          .  0.   .          !
 1992.1!                     +*               !!          .   .0  .          !
 1992.2!                    * +               !!          . 0 .   .          !
 1992.3!              *      +                !!       0  .   .   .          !
 1992.4!                  +                   !!          .   .0  .          !
 1993.1!                    +                 !!          .   0   .          !
 1993.2!                      +               !!          .   .0  .          !
 1993.3!                *      +              !!      0   .   .   .          !
 1993.4!                   +*                 !!          .   0   .          !
 1994.1!                   *  +               !!          .0  .   .          !
 1994.2!                     + *              !!          .   .0  .          !
 1994.3!                    *  +              !!          .0  .   .          !
 1994.4!                     *+               !!          .  0.   .          !
 1995.1!                     *+               !!          .  0.   .          !
 1995.2!                 *    +               !!         0.   .   .          !
 1995.3!                    + *               !!          .   . 0 .          !
 1995.4!                       +              !!          .   0   .          !
 1996.1!                       +*             !!          .   .0  .          !
 1996.2!                  *     +             !!        0 .   .   .          !
 1996.3!                    +                 !!          .   0   .          !
 1996.4!                    *+                !!          .   0   .          !
 1997.1!                *    +                !!         0.   .   .          !
 1997.2!                   + *                !!          .   . 0 .          !
 1997.3!                   *  +               !!          .0  .   .          !
 1997.4!                    + *               !!          .   . 0 .          !
 1998.1!                     * +              !!          . 0 .   .          !
 1998.2!                    *  +              !!          .0  .   .          !
 1998.3!                      +               !!          .   0   .          !
 1998.4!                      *+              !!          . 0 .   .          !
 1999.1!                       +              !!          .   0   .          !
 1999.2!                        +             !!          .   0   .          !
 1999.3!                   *   +              !!         0.   .   .          !
 1999.4!               *    +                 !!         0.   .   .          !
 2000.1!            *    +                    !!        0 .   .   .          !
 2000.2!          *    +                      !!        0 .   .   .          !
 2000.3!       *     +                        !!        0 .   .   .          !
 2000.4!            + *                       !!          .   . 0 .          !
 2001.1!                +    *                !!          .   .   .0         !
 2001.2!               *    +                 !!        0 .   .   .          !
 2001.3!             *   +                    !!          0   .   .          !
 2001.4!                *+                    !!          .  0.   .          !
 2002.1!                  +  *                !!          .   .  0.          !
 2002.2!                     +*               !!          .   .0  .          !
 2002.3!                   * +                !!          . 0 .   .          !
 2002.4!              *    +                  !!         0.   .   .          !
 2003.1!                +                     !!          .   .0  .          !
 2003.2!            *     +                   !!        0 .   .   .          !
 2003.3!               + *                    !!          .   . 0 .          !
 2003.4!                * +                   !!          . 0 .   .          !
 2004.1!         *       +                    !!     0    .   .   .          !
 2004.2!             +*                       !!          .   . 0 .          !
 2004.3!       *       +                      !!     0    .   .   .          !
 2004.4!          +    *                      !!          .   .   0          !
 2005.1!          *   +                       !!          0   .   .          !
 2005.2!          * +                         !!          .  0.   .          !
 2005.3!          *+                          !!          .  0.   .          !
 2005.4!          *+                          !!          .   0   .          !
 2006.1! *        +                           !!     0    .   .   .          !
 2006.2!    +    *                            !!          .   .   . 0        !
 2006.3!       * +                            !!          . 0 .   .          !
 2006.4!        +                             !!          .   0   .          !
 2007.1!         +  *                         !!          .   .   0          !
 2007.2!          +                           !!          .  0.   .          !
 2007.3!         +  *                         !!          .   .   0          !
 2007.4!   *     +                            !!        0 .   .   .          !
 2008.1! *+                                   !!          . 0 .   .          !
 2008.2!+     *                               !!          .   .   . 0        !
 2008.3*   +                                  !!          0   .   .          !
 2008.4!   +                                  !!          .   0   .          !
 2009.1!      +   *                           !!          .   .   0          !
 2009.2!         * +                          !!          . 0 .   .          !
 2009.3!  *       +                           !!      0   .   .   .          !
 2009.4!     +*                               !!          .   .0  .          !
 2010.1!       +                              !!          .   0   .          !
 2010.2!    *   +                             !!          0   .   .          !
 2010.3!    * +                               !!          . 0 .   .          !
 2010.4!     +                                !!          .   0   .          !
 2011.1!     +*                               !!          .   . 0 .          !
 2011.2*     +                                !!        0 .   .   .          !
 2011.3* +                                    !!          . 0 .   .          !
 2011.4! +*                                   !!          .   . 0 .          !
 2012.1!  +                                   !!          .   .0  .          !
 2012.2!   +          *                       !!          .   .   .       0  !
 2012.3!*         +                           !!   0      .   .   .          !
 2012.4! +    *                               !!          .   .   .0         !


     31.91 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWAS=SWPX$Q/ASPMM;                                                     
 GENR LAASWAS=LOG(AASWAS+.00001);                                             
 GENR LASWAS=LOG(ASWAS+.00001);                                               
 LHS AASWAS=EXP(LAASWAS)-.00001;                                              
  EQ  644 LAASWAS C LASWAS(-1) PSWAS;                                         
EQUATION 666  LAASWAS  
   RHS     C  LASWAS(-1)  PSWAS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  666 PLOT=0;END;                                                     

Equation number =  666
**********************

Dependent variable = LAASWAS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.160629057

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.490894461       0.275098329  -5.41950     1.000000
12407 LASWAS  ( -1)       0.640807505       0.059913931  10.69547    -4.155806
12405 PSWAS   (  0)      -0.006033446       0.123698877  -0.04878     1.104367

SE of equation            =     0.190543713
Sum of squared residuals  =  6.71677769      -0.384146048E-10
Average absolute error    =     0.146848806
Sum of ABS residuals      =  27.6075755    
R squared                 =   0.38362
Durbin-Watson statistic   =   2.44141
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                  *   +               !!         .0   .    .         !
 1966.2!                   +    *             !!         .    .    .0        !
 1966.3!               *       +              !!     0   .    .    .         !
 1966.4!                 +     *              !!         .    .    . 0       !
 1967.1!          *            +              !! 0       .    .    .         !
 1967.2!              +    *                  !!         .    .    0         !
 1967.3!          *         +                 !!    0    .    .    .         !
 1967.4!              + *                     !!         .    . 0  .         !
 1968.1!                  +*                  !!         .    .0   .         !
 1968.2!           *       +                  !!     0   .    .    .         !
 1968.3!              +      *                !!         .    .    . 0       !
 1968.4!               *     +                !!        0.    .    .         !
 1969.1!                 +    *               !!         .    .    0         !
 1969.2!                 *    +               !!         .0   .    .         !
 1969.3!                   + *                !!         .    . 0  .         !
 1969.4!           *         +                !!    0    .    .    .         !
 1970.1!               +        *             !!         .    .    .    0    !
 1970.2!                   *   +              !!         .0   .    .         !
 1970.3!                    +  *              !!         .    .   0.         !
 1970.4!                     * +              !!         .  0 .    .         !
 1971.1!                     +    *           !!         .    .    .0        !
 1971.2!                        +     *       !!         .    .    .0        !
 1971.3!                         * +          !!         .  0 .    .         !
 1971.4!                      * +             !!         .   0.    .         !
 1972.1!                      +     *         !!         .    .    . 0       !
 1972.2!                        * +           !!         .  0 .    .         !
 1972.3!                       +        *     !!         .    .    .    0    !
 1972.4!                            +         !!         .   0.    .         !
 1973.1!                         +  *         !!         .    .  0 .         !
 1973.2!                *        +            !!     0   .    .    .         !
 1973.3!                  +    *              !!         .    .    0         !
 1973.4!                      +   *           !!         .    .   0.         !
 1974.1!               *        +             !!    0    .    .    .         !
 1974.2!                 +       *            !!         .    .    .  0      !
 1974.3!                       *+             !!         .   0.    .         !
 1974.4!                      +            *  !!         .    .    .        0!
 1975.1!                            * +       !!         .  0 .    .         !
 1975.2!                         +*           !!         .    .0   .         !
 1975.3!                         + *          !!         .    . 0  .         !
 1975.4!                         +*           !!         .    . 0  .         !
 1976.1!                    *   +             !!         0    .    .         !
 1976.2!                    + *               !!         .    . 0  .         !
 1976.3!                      +            *  !!         .    .    .        0!
 1976.4!                   *          +       !!   0     .    .    .         !
 1977.1!                    +      *          !!         .    .    .  0      !
 1977.2!                         +            *!         .    .    .        0!
 1977.3!                   *            +     !! 0       .    .    .         !
 1977.4!              *     +                 !!        0.    .    .         !
 1978.1!                 +    *               !!         .    .    0         !
 1978.2!                 *   +                !!         0    .    .         !
 1978.3!                  + *                 !!         .    .0   .         !
 1978.4!                    +*                !!         .    .0   .         !
 1979.1!                     +    *           !!         .    .    0         !
 1979.2!                     *  +             !!         . 0  .    .         !
 1979.3!                     +     *          !!         .    .    . 0       !
 1979.4!                         +      *     !!         .    .    . 0       !
 1980.1!                       *    +         !!         0    .    .         !
 1980.2!                 *     +              !!        0.    .    .         !
 1980.3!                  +    *              !!         .    .    0         !
 1980.4!                      +        *      !!         .    .    .   0     !
 1981.1!                  *        +          !!    0    .    .    .         !
 1981.2!                 * +                  !!         .  0 .    .         !
 1981.3!                  +    *              !!         .    .    0         !
 1981.4!                      +     *         !!         .    .    .0        !
 1982.1!                  *       +           !!      0  .    .    .         !
 1982.2!                   +*                 !!         .    .0   .         !
 1982.3!                    +                 !!         .    0    .         !
 1982.4!                     +*               !!         .    .0   .         !
 1983.1!                      +*              !!         .    . 0  .         !
 1983.2!                       +*             !!         .    .0   .         !
 1983.3!                       + *            !!         .    . 0  .         !
 1983.4!                *       +             !!     0   .    .    .         !
 1984.1!                  +      *            !!         .    .    .  0      !
 1984.2!                        +             !!         .    .0   .         !
 1984.3!                       +    *         !!         .    .    .0        !
 1984.4!                          +           !!         .    0    .         !
 1985.1!                        +     *       !!         .    .    .0        !
 1985.2!                           +*         !!         .    .0   .         !
 1985.3!                          +  *        !!         .    .  0 .         !
 1985.4!                          +  *        !!         .    .   0.         !
 1986.1!                          +*          !!         .    .0   .         !
 1986.2!                         +   *        !!         .    .   0.         !
 1986.3!                         *+           !!         .   0.    .         !
 1986.4!                       +  *           !!         .    .  0 .         !
 1987.1!                        +  *          !!         .    .  0 .         !
 1987.2!                         +*           !!         .    .0   .         !
 1987.3!                        +             !!         .   0.    .         !
 1987.4!                       +  *           !!         .    .   0.         !
 1988.1!                        +*            !!         .    .0   .         !
 1988.2!                        +*            !!         .    .0   .         !
 1988.3!                       + *            !!         .    .0   .         !
 1988.4!                       +*             !!         .    0    .         !
 1989.1!                       +*             !!         .    . 0  .         !
 1989.2!                       +*             !!         .    .0   .         !
 1989.3!                       +  *           !!         .    .   0.         !
 1989.4!                   *    +             !!        0.    .    .         !
 1990.1!                    +   *             !!         .    .    0         !
 1990.2!                    *  +              !!         .0   .    .         !
 1990.3!                    +   *             !!         .    .   0.         !
 1990.4!                    *  +              !!         .0   .    .         !
 1991.1!               *    +                 !!         0    .    .         !
 1991.2!                 +  *                 !!         .    .  0 .         !
 1991.3!                     +  *             !!         .    .  0 .         !
 1991.4!                 *     +              !!        0.    .    .         !
 1992.1!                  + *                 !!         .    . 0  .         !
 1992.2!                    +   *             !!         .    .   0.         !
 1992.3!                       +              !!         .    0    .         !
 1992.4!                      +    *          !!         .    .    0         !
 1993.1!                         +*           !!         .    .0   .         !
 1993.2!                      * +             !!         .  0 .    .         !
 1993.3!                      +     *         !!         .    .    .0        !
 1993.4!                         +*           !!         .    0    .         !
 1994.1!                        +*            !!         .    .0   .         !
 1994.2!                       + *            !!         .    .0   .         !
 1994.3!                       +  *           !!         .    . 0  .         !
 1994.4!                        +   *         !!         .    .   0.         !
 1995.1!                         + *          !!         .    .0   .         !
 1995.2!                      *  +            !!         . 0  .    .         !
 1995.3!                     +       *        !!         .    .    .  0      !
 1995.4!                          +        *  !!         .    .    .    0    !
 1996.1!                          *   +       !!         .0   .    .         !
 1996.2!                         +*           !!         .    . 0  .         !
 1996.3!                        +  *          !!         .    . 0  .         !
 1996.4!                         +*           !!         .    .0   .         !
 1997.1!                        +  *          !!         .    .  0 .         !
 1997.2!                         + *          !!         .    . 0  .         !
 1997.3!                         + *          !!         .    . 0  .         !
 1997.4!                       * +            !!         .  0 .    .         !
 1998.1!                      +  *            !!         .    . 0  .         !
 1998.2!                       +              !!         .   0.    .         !
 1998.3!                     *+               !!         .   0.    .         !
 1998.4!                *    +                !!        0.    .    .         !
 1999.1!                 +        *           !!         .    .    .   0     !
 1999.2!                        + *           !!         .    . 0  .         !
 1999.3!                        + *           !!         .    . 0  .         !
 1999.4!                    *   +             !!         0    .    .         !
 2000.1!                    +*                !!         .    .0   .         !
 2000.2!                *    +                !!         0    .    .         !
 2000.3!                  +*                  !!         .    . 0  .         !
 2000.4!                    + *               !!         .    . 0  .         !
 2001.1!                    * +               !!         .  0 .    .         !
 2001.2!                  * +                 !!         . 0  .    .         !
 2001.3!                  *+                  !!         .   0.    .         !
 2001.4!                   + *                !!         .    . 0  .         !
 2002.1!                   * +                !!         .  0 .    .         !
 2002.2!                    +  *              !!         .    .  0 .         !
 2002.3!                   *  +               !!         .0   .    .         !
 2002.4!                    +                 !!         .    0    .         !
 2003.1!                    +                 !!         .   0.    .         !
 2003.2!                    + *               !!         .    . 0  .         !
 2003.3!                    * +               !!         .   0.    .         !
 2003.4!                    +                 !!         .    0    .         !
 2004.1!                  * +                 !!         .  0 .    .         !
 2004.2!                  *+                  !!         .   0.    .         !
 2004.3!                   +                  !!         .    0    .         !
 2004.4!                *   +                 !!         .0   .    .         !
 2005.1!                  +                   !!         .    .0   .         !
 2005.2!                 * +                  !!         . 0  .    .         !
 2005.3!                  + *                 !!         .    .0   .         !
 2005.4!                   *+                 !!         .  0 .    .         !
 2006.1!                   +       *          !!         .    .    .  0      !
 2006.2!                       * +            !!         .  0 .    .         !
 2006.3!                   *  +               !!         . 0  .    .         !
 2006.4!                 *  +                 !!         . 0  .    .         !
 2007.1!             *     +                  !!        0.    .    .         !
 2007.2!               *+                     !!         .   0.    .         !
 2007.3!                *+                    !!         .   0.    .         !
 2007.4!                 *+                   !!         .    0    .         !
 2008.1!            *      +                  !!       0 .    .    .         !
 2008.2!             * +                      !!         . 0  .    .         !
 2008.3!             *  +                     !!         . 0  .    .         !
 2008.4!              * +                     !!         .   0.    .         !
 2009.1!           *     +                    !!        0.    .    .         !
 2009.2!            *  +                      !!         .  0 .    .         !
 2009.3!               *+                     !!         .   0.    .         !
 2009.4!                *+                    !!         .   0.    .         !
 2010.1!        *         +                   !!    0    .    .    .         !
 2010.2!             +                        !!         .    0    .         !
 2010.3!            *   +                     !!         .0   .    .         !
 2010.4!          *    +                      !!        0.    .    .         !
 2011.1!             *+                       !!         .   0.    .         !
 2011.2!        *       +                     !!     0   .    .    .         !
 2011.3!         *  +                         !!         . 0  .    .         !
 2011.4!    *         +                       !!    0    .    .    .         !
 2012.1!    *     +                           !!       0 .    .    .         !
 2012.2! *        +                           !!     0   .    .    .         !
 2012.3!        +*                            !!         .    .0   .         !
 2012.4*             +                        !0         .    .    .         !


     29.26 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGRAS=GRPX$Q/ASPMM;                                                     
 GENR LAAGRAS=LOG(AAGRAS+.00001);                                             
 GENR LAGRAS=LOG(AGRAS+.00001);                                               
 LHS AAGRAS=EXP(LAAGRAS)-.00001;                                              
  EQ  645 LAAGRAS C LAGRAS(-1) PGRAS;                                         
EQUATION 667  LAAGRAS  
   RHS     C  LAGRAS(-1)  PGRAS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  667 PLOT=0;END;                                                     

Equation number =  667
**********************

Dependent variable = LAAGRAS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.887999254

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -4.419030002       0.435754803 -10.14109     1.000000
12410 LAGRAS  ( -1)       0.183784079       0.074267870   2.47461    -6.888234
12408 PGRAS   (  0)      -1.219453441       0.228283655  -5.34183     0.986525

SE of equation            =     0.335278588
Sum of squared residuals  =  20.7961704      -0.106181730E-10
Average absolute error    =     0.254949703
Sum of ABS residuals      =  47.9305442    
R squared                 =   0.26962
Durbin-Watson statistic   =   2.04667
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!         +   *                        !!         .    .  0 .         !
 1966.2!  *       +                           !!        0.    .    .         !
 1966.3!        +        *                    !!         .    .    .0        !
 1966.4!            +    *                    !!         .    .   0.         !
 1967.1!         * +                          !!         .  0 .    .         !
 1967.2!         * +                          !!         .  0 .    .         !
 1967.3!           +            *             !!         .    .    .    0    !
 1967.4!              +       *               !!         .    .    .0        !
 1968.1!              + *                     !!         .    . 0  .         !
 1968.2!             + *                      !!         .    . 0  .         !
 1968.3!      *      +                        !!        0.    .    .         !
 1968.4!         * +                          !!         .  0 .    .         !
 1969.1*           +                          !!     0   .    .    .         !
 1969.2!          +                   *       !!         .    .    .         0
 1969.3!                +*                    !!         .    .0   .         !
 1969.4!              +      *                !!         .    .    0         !
 1970.1!               +          *           !!         .    .    .  0      !
 1970.2!                 +            *       !!         .    .    .    0    !
 1970.3!           *      +                   !!         0    .    .         !
 1970.4!             * +                      !!         .   0.    .         !
 1971.1!            *   +                     !!         .  0 .    .         !
 1971.2!               *+                     !!         .    0    .         !
 1971.3!                 +                    !!         .    0    .         !
 1971.4!          *       +                   !!        0.    .    .         !
 1972.1!                +     *               !!         .    .    0         !
 1972.2!                    +*                !!         .    .0   .         !
 1972.3!                   +       *          !!         .    .    .0        !
 1972.4!            *     +                   !!         .0   .    .         !
 1973.1!      *      +                        !!        0.    .    .         !
 1973.2! *         +                          !!       0 .    .    .         !
 1973.3!         + *                          !!         .    .0   .         !
 1973.4!      *+                              !!         .   0.    .         !
 1974.1!         +  *                         !!         .    . 0  .         !
 1974.2!             +      *                 !!         .    .    0         !
 1974.3!      *        +                      !!       0 .    .    .         !
 1974.4!       *     +                        !!         .0   .    .         !
 1975.1!             +        *               !!         .    .    . 0       !
 1975.2!     *          +                     !!      0  .    .    .         !
 1975.3!              +    *                  !!         .    .  0 .         !
 1975.4!      *          +                    !!      0  .    .    .         !
 1976.1!              + *                     !!         .    . 0  .         !
 1976.2!           *    +                     !!         .0   .    .         !
 1976.3!             * +                      !!         .   0.    .         !
 1976.4!            *+                        !!         .   0.    .         !
 1977.1!     *      +                         !!         0    .    .         !
 1977.2!           +                          !!         .    0    .         !
 1977.3!            +     *                   !!         .    .    0         !
 1977.4!          *  +                        !!         .  0 .    .         !
 1978.1!            +                         !!         .    0    .         !
 1978.2!              +  *                    !!         .    .  0 .         !
 1978.3!               +    *                 !!         .    .   0.         !
 1978.4!               +  *                   !!         .    . 0  .         !
 1979.1!   *          +                       !!      0  .    .    .         !
 1979.2!           +  *                       !!         .    . 0  .         !
 1979.3!            *+                        !!         .   0.    .         !
 1979.4!           +     *                    !!         .    .   0.         !
 1980.1!              +      *                !!         .    .    0         !
 1980.2!               +     *                !!         .    .   0.         !
 1980.3!                +*                    !!         .    .0   .         !
 1980.4!         *    +                       !!         .0   .    .         !
 1981.1!             +                        !!         .    0    .         !
 1981.2!              +                       !!         .    0    .         !
 1981.3!             *+                       !!         .   0.    .         !
 1981.4!              +   *                   !!         .    .  0 .         !
 1982.1!                +  *                  !!         .    . 0  .         !
 1982.2!           *    +                     !!         .0   .    .         !
 1982.3!            +         *               !!         .    .    . 0       !
 1982.4!           *     +                    !!         0    .    .         !
 1983.1!                +   *                 !!         .    .  0 .         !
 1983.2!                  +         *         !!         .    .    . 0       !
 1983.3!          *          +                !!      0  .    .    .         !
 1983.4!           *     +                    !!         0    .    .         !
 1984.1!        +            *                !!         .    .    .    0    !
 1984.2!                *  +                  !!         . 0  .    .         !
 1984.3!                 +                    !!         .    0    .         !
 1984.4!                  +               *   !!         .    .    .      0  !
 1985.1!                     +         *      !!         .    .    .  0      !
 1985.2!              *      +                !!         0    .    .         !
 1985.3!             *   +                    !!         .0   .    .         !
 1985.4!            *     +                   !!         .0   .    .         !
 1986.1!          *       +                   !!       0 .    .    .         !
 1986.2!                  +    *              !!         .    .   0.         !
 1986.3!                    +   *             !!         .    .  0 .         !
 1986.4!                   *+                 !!         .    0    .         !
 1987.1!                  *+                  !!         .   0.    .         !
 1987.2!                   +                 *!!         .    .    .       0 !
 1987.3!                      +      *        !!         .    .    0         !
 1987.4!                   * +                !!         .  0 .    .         !
 1988.1!     *             +                  !!   0     .    .    .         !
 1988.2!      *       +                       !!        0.    .    .         !
 1988.3!              *  +                    !!         .  0 .    .         !
 1988.4!         *        +                   !!       0 .    .    .         !
 1989.1!           *      +                   !!         0    .    .         !
 1989.2!         *       +                    !!        0.    .    .         !
 1989.3!                 +   *                !!         .    .  0 .         !
 1989.4!                   +        *         !!         .    .    . 0       !
 1990.1!                    +                 *!         .    .    .        0!
 1990.2!                 *    +               !!         .0   .    .         !
 1990.3!                 +                  * !!         .    .    .         0
 1990.4!      *              +                !!  0      .    .    .         !
 1991.1!                +     *               !!         .    .    0         !
 1991.2!                   +    *             !!         .    .   0.         !
 1991.3!                    +    *            !!         .    .   0.         !
 1991.4!               *    +                 !!         .0   .    .         !
 1992.1!                  +  *                !!         .    . 0  .         !
 1992.2!                   +  *               !!         .    . 0  .         !
 1992.3!                   +   *              !!         .    .  0 .         !
 1992.4!                   +                  !!         .    0    .         !
 1993.1!                   +     *            !!         .    .   0.         !
 1993.2!                     +                !!         .    .0   .         !
 1993.3!            *       +                 !!        0.    .    .         !
 1993.4!                  +                   !!         .    0    .         !
 1994.1!                 *  +                 !!         .  0 .    .         !
 1994.2!                *   +                 !!         . 0  .    .         !
 1994.3!            *      +                  !!         0    .    .         !
 1994.4!                  +  *                !!         .    .  0 .         !
 1995.1!                *   +                 !!         . 0  .    .         !
 1995.2!                * +                   !!         .   0.    .         !
 1995.3!                 *+                   !!         .    0    .         !
 1995.4!                  + *                 !!         .    . 0  .         !
 1996.1!                  +   *               !!         .    .  0 .         !
 1996.2!                  +   *               !!         .    .  0 .         !
 1996.3!                 +      *             !!         .    .    0         !
 1996.4!                  +*                  !!         .    .0   .         !
 1997.1!                  +   *               !!         .    .  0 .         !
 1997.2!                   +    *             !!         .    .   0.         !
 1997.3!                   *+                 !!         .    0    .         !
 1997.4!              *   +                   !!         . 0  .    .         !
 1998.1!                  +  *                !!         .    . 0  .         !
 1998.2!                   +  *               !!         .    .  0 .         !
 1998.3!                  *+                  !!         .   0.    .         !
 1998.4!               *  +                   !!         .  0 .    .         !
 1999.1!                  +  *                !!         .    . 0  .         !
 1999.2!                   + *                !!         .    .0   .         !
 1999.3!                   +                  !!         .    0    .         !
 1999.4!                *  +                  !!         . 0  .    .         !
 2000.1!                   +                  !!         .    0    .         !
 2000.2!                  * +                 !!         .  0 .    .         !
 2000.3!                 *  +                 !!         .  0 .    .         !
 2000.4!                 *  +                 !!         .  0 .    .         !
 2001.1!                   +                  !!         .    0    .         !
 2001.2!                    +*                !!         .    0    .         !
 2001.3!    *               +                 !!   0     .    .    .         !
 2001.4!                 +        *           !!         .    .    . 0       !
 2002.1!                    +                 !!         .    0    .         !
 2002.2!                 * +                  !!         .   0.    .         !
 2002.3!                  +                   !!         .    0    .         !
 2002.4!            *     +                   !!         .0   .    .         !
 2003.1!               +  *                   !!         .    . 0  .         !
 2003.2!                +  *                  !!         .    . 0  .         !
 2003.3!                +   *                 !!         .    .  0 .         !
 2003.4!                + *                   !!         .    . 0  .         !
 2004.1!              + *                     !!         .    .0   .         !
 2004.2!              +                       !!         .    0    .         !
 2004.3!              +     *                 !!         .    .   0.         !
 2004.4!            * +                       !!         .  0 .    .         !
 2005.1!             +*                       !!         .    .0   .         !
 2005.2!           *  +                       !!         .  0 .    .         !
 2005.3!             +     *                  !!         .    .   0.         !
 2005.4!        *      +                      !!         0    .    .         !
 2006.1!            *+                        !!         .   0.    .         !
 2006.2!         *   +                        !!         . 0  .    .         !
 2006.3!            +*                        !!         .    .0   .         !
 2006.4!          *  +                        !!         .  0 .    .         !
 2007.1!            +                         !!         .    0    .         !
 2007.2!       *   +                          !!         . 0  .    .         !
 2007.3!          +                           !!         .    0    .         !
 2007.4!         +*                           !!         .    0    .         !
 2008.1!         +*                           !!         .    .0   .         !
 2008.2!        +    *                        !!         .    .   0.         !
 2008.3!       * +                            !!         .   0.    .         !
 2008.4!      *    +                          !!         .0   .    .         !
 2009.1!          *+                          !!         .   0.    .         !
 2009.2!        *  +                          !!         .  0 .    .         !
 2009.3!        *+                            !!         .   0.    .         !
 2009.4!         +                            !!         .    0    .         !
 2010.1!   *      +                           !!         0    .    .         !
 2010.2!   *      +                           !!        0.    .    .         !
 2010.3!     *    +                           !!         .0   .    .         !
 2010.4!        *+                            !!         .   0.    .         !
 2011.1!  *      +                            !!         0    .    .         !
 2011.2!    *  +                              !!         .  0 .    .         !
 2011.3!     *  +                             !!         .  0 .    .         !
 2011.4! *      +                             !!         0    .    .         !
 2012.1!    *  +                              !!         . 0  .    .         !
 2012.2!      *  +                            !!         .  0 .    .         !
 2012.3!      *  +                            !!         . 0  .    .         !
 2012.4!    *    +                            !!         .0   .    .         !


     29.26 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRAS=IRPX$Q/ASPMM;                                                     
 GENR LAAIRAS=LOG(AAIRAS+.00001);                                             
 GENR LAIRAS=LOG(AIRAS+.00001);                                               
 LHS AAIRAS=EXP(LAAIRAS)-.00001;                                              
  EQ  646 LAAIRAS C LAIRAS(-1) PIRAS;                                         
EQUATION 668  LAAIRAS  
   RHS     C  LAIRAS(-1)  PIRAS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  668 PLOT=0;END;                                                     

Equation number =  668
**********************

Dependent variable = LAAIRAS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.548350632

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.258970771       0.148471439  -1.74425     1.000000
12413 LAIRAS  ( -1)       0.919154726       0.030724994  29.91554    -5.560668
12411 PIRAS   (  0)      -0.156956261       0.198334810  -0.79137     1.135767

SE of equation            =     0.209357393
Sum of squared residuals  =  8.10864584       0.107478471E-10
Average absolute error    =     0.160566225
Sum of ABS residuals      =  30.1864504    
R squared                 =   0.92134
Durbin-Watson statistic   =   2.46092
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*  +                                   !!      0  .    .    .         !
 1966.2* +                                    !!         . 0  .    .         !
 1966.3! +  *                                 !!         .    .    .  0      !
 1966.4!    *+                                !!         . 0  .    .         !
 1967.1!     +                                !!         .  0 .    .         !
 1967.2!      +                               !!         .    0    .         !
 1967.3!     * +                              !!        0.    .    .         !
 1967.4!     *+                               !!         .   0.    .         !
 1968.1!      *+                              !!         .  0 .    .         !
 1968.2!       +   *                          !!         .    .    .  0      !
 1968.3!          * +                         !!         .0   .    .         !
 1968.4!         * +                          !!         .0   .    .         !
 1969.1!          +                           !!         .   0.    .         !
 1969.2!          *+                          !!         .   0.    .         !
 1969.3!           +   *                      !!         .    .    . 0       !
 1969.4!               +                      !!         .   0.    .         !
 1970.1!                +                     !!         .    0    .         !
 1970.2!             *  +                     !!      0  .    .    .         !
 1970.3!              +                       !!         .    0    .         !
 1970.4!            * +                       !!       0 .    .    .         !
 1971.1!             + *                      !!         .    .    .0        !
 1971.2!                +                     !!         .    0    .         !
 1971.3!              *  +                    !!        0.    .    .         !
 1971.4!             * +                      !!         0    .    .         !
 1972.1!              +*                      !!         .    .  0 .         !
 1972.2!               +*                     !!         .    . 0  .         !
 1972.3!                 +*                   !!         .    . 0  .         !
 1972.4!                 *+                   !!         .0   .    .         !
 1973.1!            *    +                    !!  0      .    .    .         !
 1973.2!             +*                       !!         .    .   0.         !
 1973.3!               + *                    !!         .    .   0.         !
 1973.4!                 +*                   !!         .    . 0  .         !
 1974.1!                  +                   !!         .   0.    .         !
 1974.2!                  +*                  !!         .    . 0  .         !
 1974.3!                 *  +                 !!        0.    .    .         !
 1974.4!                  +   *               !!         .    .    .   0     !
 1975.1!                 *    +               !!  0      .    .    .         !
 1975.2!                *+                    !!         .  0 .    .         !
 1975.3!                 +                    !!         .    .0   .         !
 1975.4!                  + *                 !!         .    .    0         !
 1976.1!                    + *               !!         .    .   0.         !
 1976.2!                   *  +               !!        0.    .    .         !
 1976.3!                   +                  !!         .  0 .    .         !
 1976.4!                   + *                !!         .    .   0.         !
 1977.1!                    *+                !!         . 0  .    .         !
 1977.2!                   *+                 !!         . 0  .    .         !
 1977.3!                   + *                !!         .    .    0         !
 1977.4!                 *   +                !!     0   .    .    .         !
 1978.1!                  +                   !!         .    0    .         !
 1978.2!                  +  *                !!         .    .    .0        !
 1978.3!                     +                !!         .    0    .         !
 1978.4!                   * +                !!         0    .    .         !
 1979.1!                   +   *              !!         .    .    .    0    !
 1979.2!                    *  +              !!        0.    .    .         !
 1979.3!                   * +                !!         .0   .    .         !
 1979.4!                   +                  !!         .   0.    .         !
 1980.1!                   +*                 !!         .    .0   .         !
 1980.2!                  * +                 !!         .0   .    .         !
 1980.3!                   +*                 !!         .    .  0 .         !
 1980.4!                  * +                 !!         0    .    .         !
 1981.1!                 * +                  !!         . 0  .    .         !
 1981.2!                  +*                  !!         .    . 0  .         !
 1981.3!                   + *                !!         .    .  0 .         !
 1981.4!                     + *              !!         .    .    0         !
 1982.1!                       +              !!         .   0.    .         !
 1982.2!                       +              !!         .    0    .         !
 1982.3!                       +*             !!         .    .  0 .         !
 1982.4!                        + *           !!         .    .   0.         !
 1983.1!                         +*           !!         .    .0   .         !
 1983.2!                          + *         !!         .    .    .0        !
 1983.3!                           *+         !!         . 0  .    .         !
 1983.4!                     *     +          !!0        .    .    .         !
 1984.1!                     +    *           !!         .    .    .      0  !
 1984.2!                          +*          !!         .    .  0 .         !
 1984.3!                           +          !!         .    0    .         !
 1984.4!                           +          !!         .    0    .         !
 1985.1!                           + *        !!         .    .  0 .         !
 1985.2!                             +*       !!         .    .   0.         !
 1985.3!                          *   +       !!     0   .    .    .         !
 1985.4!                          +           !!         .    0    .         !
 1986.1!                          +           !!         .  0 .    .         !
 1986.2!                        *+            !!         . 0  .    .         !
 1986.3!                        +*            !!         .    .  0 .         !
 1986.4!                      *  +            !!       0 .    .    .         !
 1987.1!                      +  *            !!         .    .    .0        !
 1987.2!                         + *          !!         .    .    0         !
 1987.3!                          *+          !!         . 0  .    .         !
 1987.4!                          +*          !!         .    .   0.         !
 1988.1!                         * +          !!         0    .    .         !
 1988.2!                         +            !!         .    0    .         !
 1988.3!                         +            !!         .    .0   .         !
 1988.4!                       * +            !!        0.    .    .         !
 1989.1!                      *+              !!         .   0.    .         !
 1989.2!                    * +               !!         0    .    .         !
 1989.3!                     +*               !!         .    .   0.         !
 1989.4!                       +*             !!         .    .  0 .         !
 1990.1!                     *  +             !!       0 .    .    .         !
 1990.2!                     +  *             !!         .    .    . 0       !
 1990.3!                       *+             !!         .  0 .    .         !
 1990.4!                       +              !!         .    0    .         !
 1991.1!                      *+              !!         .  0 .    .         !
 1991.2!                       +  *           !!         .    .    .  0      !
 1991.3!                      *   +           !!   0     .    .    .         !
 1991.4!                      +               !!         .    0    .         !
 1992.1!                     *+               !!         . 0  .    .         !
 1992.2!                     +  *             !!         .    .    .  0      !
 1992.3!                        +             !!         .   0.    .         !
 1992.4!                        +*            !!         .    . 0  .         !
 1993.1!                        *+            !!         .   0.    .         !
 1993.2!                        *+            !!         .    0    .         !
 1993.3!                        *+            !!         .   0.    .         !
 1993.4!                        + *           !!         .    .   0.         !
 1994.1!                       *  +           !!      0  .    .    .         !
 1994.2!                       +*             !!         .    .0   .         !
 1994.3!                        +*            !!         .    .  0 .         !
 1994.4!                        *+            !!         . 0  .    .         !
 1995.1!                       *+             !!         .  0 .    .         !
 1995.2!                        +             !!         .    .0   .         !
 1995.3!                        +*            !!         .    .   0.         !
 1995.4!                         +            !!         .   0.    .         !
 1996.1!                        *+            !!         .0   .    .         !
 1996.2!                        + *           !!         .    .    . 0       !
 1996.3!                          + *         !!         .    .  0 .         !
 1996.4!                           +          !!         .    0    .         !
 1997.1!                         * +          !!        0.    .    .         !
 1997.2!                         + *          !!         .    .    . 0       !
 1997.3!                           +   *      !!         .    .    .  0      !
 1997.4!                         *    +       !!   0     .    .    .         !
 1998.1!                         +    *       !!         .    .    .      0  !
 1998.2!                              +       !!         .    .0   .         !
 1998.3!                              + *     !!         .    .    0         !
 1998.4!                               + *    !!         .    .  0 .         !
 1999.1!                              * +     !!         .0   .    .         !
 1999.2!                              +     * !!         .    .    .        0!
 1999.3!                                   +* !!         .    .   0.         !
 1999.4!                             *      + !0         .    .    .         !
 2000.1!                             +        !!         .   0.    .         !
 2000.2!                             + *      !!         .    .   0.         !
 2000.3!                              +    *  !!         .    .    .      0  !
 2000.4!                                 * +  !!         0    .    .         !
 2001.1!                                +     !!         .   0.    .         !
 2001.2!                               +    * !!         .    .    .    0    !
 2001.3!                                   +  *!         .    .    .  0      !
 2001.4!                                     +!!         .   0.    .         !
 2002.1!                                  * + !!         0    .    .         !
 2002.2!                                *+    !!         .  0 .    .         !
 2002.3!                                +*    !!         .    .  0 .         !
 2002.4!                               *+     !!         . 0  .    .         !
 2003.1!                              + *     !!         .    .  0 .         !
 2003.2!                               +*     !!         .    .0   .         !
 2003.3!                               +*     !!         .    .0   .         !
 2003.4!                               +*     !!         .    .0   .         !
 2004.1!                               +*     !!         .    . 0  .         !
 2004.2!                                +     !!         .    . 0  .         !
 2004.3!                                +     !!         .    .0   .         !
 2004.4!                                +*    !!         .    . 0  .         !
 2005.1!                              * +     !!         .0   .    .         !
 2005.2!                              +*      !!         .    .  0 .         !
 2005.3!                               +*     !!         .    . 0  .         !
 2005.4!                               +*     !!         .    .0   .         !
 2006.1!                               +*     !!         .    .0   .         !
 2006.2!                               +*     !!         .    .0   .         !
 2006.3!                               *+     !!         .  0 .    .         !
 2006.4!                              + *     !!         .    .   0.         !
 2007.1!                               +*     !!         .    . 0  .         !
 2007.2!                               *+     !!         .  0 .    .         !
 2007.3!                               +      !!         .    0    .         !
 2007.4!                             *+       !!         .  0 .    .         !
 2008.1!                            *+        !!         .  0 .    .         !
 2008.2!                            +*        !!         .    . 0  .         !
 2008.3!                             +*       !!         .    .  0 .         !
 2008.4!                            * +       !!         .0   .    .         !
 2009.1!                            +         !!         .    .0   .         !
 2009.2!                            +*        !!         .    .  0 .         !
 2009.3!                             +  *     !!         .    .    . 0       !
 2009.4!                               *+     !!         . 0  .    .         !
 2010.1!                             *+       !!         .0   .    .         !
 2010.2!                             +*       !!         .    . 0  .         !
 2010.3!                             *+       !!         .   0.    .         !
 2010.4!                          *  +        !!      0  .    .    .         !
 2011.1!                          + *         !!         .    .  0 .         !
 2011.2!                            +         !!         .    .0   .         !
 2011.3!                            +*        !!         .    .0   .         !
 2011.4!                       *     +        !! 0       .    .    .         !
 2012.1!                        + *           !!         .    .    0         !
 2012.2!                         *+           !!         .  0 .    .         !
 2012.3!                          + *         !!         .    .    0         !
 2012.4!                        *   +         !!     0   .    .    .         !


     28.19 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOAS=POPX$Q/ASPMM;                                                     
 GENR LAAPOAS=LOG(AAPOAS+.00001);                                             
 GENR LAPOAS=LOG(APOAS+.00001);                                               
 LHS AAPOAS=EXP(LAAPOAS)-.00001;                                              
  EQ  647 LAAPOAS C LAPOAS(-1) PPOAS;                                         
EQUATION 669  LAAPOAS  
   RHS     C  LAPOAS(-1)  PPOAS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  669 PLOT=0;END;                                                     

Equation number =  669
**********************

Dependent variable = LAAPOAS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.960760410

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.783627873       0.384408875  -4.63992     1.000000
12416 LAPOAS  ( -1)       0.709002041       0.052429853  13.52287    -6.958649
12414 PPOAS   (  0)      -0.213139496       0.199188305  -1.07004     1.142144

SE of equation            =     0.329395026
Sum of squared residuals  =  20.0727004      -0.194706473E-10
Average absolute error    =     0.202581053
Sum of ABS residuals      =  38.0852380    
R squared                 =   0.52064
Durbin-Watson statistic   =   2.43812
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1! *    +                               !!           0. . .            !
 1966.2!   + *                                !!            . .0.            !
 1966.3!     + *                              !!            . .0.            !
 1966.4!      +                               !!            . 0 .            !
 1967.1!     *+                               !!            .0. .            !
 1967.2!   * +                                !!            .0. .            !
 1967.3!    +                                 !!            . 0 .            !
 1967.4!    +    *                            !!            . . .0           !
 1968.1!   *    +                             !!           0. . .            !
 1968.2!    +  *                              !!            . . 0            !
 1968.3!      +                               !!            . 0 .            !
 1968.4!    * +                               !!            .0. .            !
 1969.1!    + *                               !!            . .0.            !
 1969.2!     *+                               !!            . 0 .            !
 1969.3!   *  +                               !!            0 . .            !
 1969.4!    +*                                !!            . .0.            !
 1970.1!     +                                !!            . 0 .            !
 1970.2!     +  *                             !!            . . 0            !
 1970.3!      *+                              !!            .0. .            !
 1970.4!     *+                               !!            .0. .            !
 1971.1!     +*                               !!            . 0 .            !
 1971.2!      +*                              !!            . 0 .            !
 1971.3!       + *                            !!            . .0.            !
 1971.4!        *+                            !!            .0. .            !
 1972.1!        + *                           !!            . .0.            !
 1972.2!        *+                            !!            .0. .            !
 1972.3!        +*                            !!            . 0 .            !
 1972.4!         +*                           !!            . .0.            !
 1973.1!         *+                           !!            .0. .            !
 1973.2!      *  +                            !!            0 . .            !
 1973.3!       +   *                          !!            . . .0           !
 1973.4!          +                           !!            . 0 .            !
 1974.1!         +*                           !!            . .0.            !
 1974.2!          +*                          !!            . .0.            !
 1974.3!         * +                          !!            .0. .            !
 1974.4!         +*                           !!            . .0.            !
 1975.1!         +   *                        !!            . . .0           !
 1975.2!           +*                         !!            . 0 .            !
 1975.3!       *   +                          !!           0. . .            !
 1975.4!       +                              !!            . 0 .            !
 1976.1!       +                              !!            . 0 .            !
 1976.2!      *+                              !!            .0. .            !
 1976.3!     *+                               !!            .0. .            !
 1976.4!  *  +                                !!            0 . .            !
 1977.1!   + *                                !!            . .0.            !
 1977.2!     *+                               !!            . 0 .            !
 1977.3!      + *                             !!            . .0.            !
 1977.4!   *    +                             !!           0. . .            !
 1978.1!     +                                !!            . 0 .            !
 1978.2!    * +                               !!            .0. .            !
 1978.3!   * +                                !!            .0. .            !
 1978.4!    +*                                !!            . .0.            !
 1979.1!    * +                               !!            0 . .            !
 1979.2!     +*                               !!            . .0.            !
 1979.3!      *+                              !!            . 0 .            !
 1979.4!       +*                             !!            . .0.            !
 1980.1!       *+                             !!            . 0 .            !
 1980.2!        +                             !!            . 0 .            !
 1980.3!        +*                            !!            . 0 .            !
 1980.4!         +                            !!            . 0 .            !
 1981.1!       * +                            !!            .0. .            !
 1981.2!      *+                              !!            . 0 .            !
 1981.3!       +*                             !!            . .0.            !
 1981.4!   *    +                             !!           0. . .            !
 1982.1!    + *                               !!            . .0.            !
 1982.2!*     +                               !!          0 . . .            !
 1982.3!  +*                                  !!            . .0.            !
 1982.4!   *+                                 !!            . 0 .            !
 1983.1!    +                                 !!            . 0 .            !
 1983.2!     +*                               !!            . .0.            !
 1983.3!     *+                               !!            .0. .            !
 1983.4!     *+                               !!            .0. .            !
 1984.1!    +  *                              !!            . . 0            !
 1984.2!       +                              !!            . 0 .            !
 1984.3!     * +                              !!            .0. .            !
 1984.4!      +*                              !!            . .0.            !
 1985.1!     * +                              !!            .0. .            !
 1985.2!      +*                              !!            . .0.            !
 1985.3!    *  +                              !!            0 . .            !
 1985.4!     +*                               !!            . .0.            !
 1986.1!     * +                              !!            .0. .            !
 1986.2!      +                               !!            . 0 .            !
 1986.3!    *  +                              !!            .0. .            !
 1986.4!     +*                               !!            . 0 .            !
 1987.1!       +*                             !!            . .0.            !
 1987.2!        +                             !!            . 0 .            !
 1987.3!        +                             !!            . 0 .            !
 1987.4!        +  *                          !!            . . 0            !
 1988.1!          +*                          !!            . .0.            !
 1988.2!          *+                          !!            . 0 .            !
 1988.3!          +                           !!            . 0 .            !
 1988.4!         +                            !!            . 0 .            !
 1989.1!         + *                          !!            . .0.            !
 1989.2!          +                           !!            . 0 .            !
 1989.3!         + *                          !!            . .0.            !
 1989.4!          +*                          !!            . 0 .            !
 1990.1!         *+                           !!            .0. .            !
 1990.2!         +*                           !!            . .0.            !
 1990.3!        *+                            !!            .0. .            !
 1990.4!        + *                           !!            . .0.            !
 1991.1!          +*                          !!            . .0.            !
 1991.2!          +                           !!            . 0 .            !
 1991.3!          +   *                       !!            . . .0           !
 1991.4!            +           *             !!            . . .    0       !
 1992.1!                *  +                  !!            0 . .            !
 1992.2!             + *                      !!            . .0.            !
 1992.3!             +    *                   !!            . . .0           !
 1992.4!               +                      *!            . . .            0
 1993.1!          *                  +        !! 0          . . .            !
 1993.2!         +  *                         !!            . . 0            !
 1993.3!          *+                          !!            .0. .            !
 1993.4*         +                            !!       0    . . .            !
 1994.1!  +        *                          !!            . . .   0        !
 1994.2!           +                          !!            . 0 .            !
 1994.3!          +*                          !!            . 0 .            !
 1994.4!   *      +                           !!         0  . . .            !
 1995.1!     +       *                        !!            . . .  0         !
 1995.2!            + *                       !!            . .0.            !
 1995.3!          * +                         !!            .0. .            !
 1995.4!       *  +                           !!            0 . .            !
 1996.1!       +     *                        !!            . . . 0          !
 1996.2!            +   *                     !!            . . .0           !
 1996.3!              +                       !!            . 0 .            !
 1996.4!          *  +                        !!            0 . .            !
 1997.1!         +   *                        !!            . . .0           !
 1997.2!            + *                       !!            . . 0            !
 1997.3!            *+                        !!            .0. .            !
 1997.4!           +*                         !!            . .0.            !
 1998.1!           + *                        !!            . .0.            !
 1998.2!           + *                        !!            . .0.            !
 1998.3!           +*                         !!            . 0 .            !
 1998.4!           +*                         !!            . .0.            !
 1999.1!           +  *                       !!            . . 0            !
 1999.2!            +  *                      !!            . . 0            !
 1999.3!             +                        !!            . 0 .            !
 1999.4!            +*                        !!            . .0.            !
 2000.1!           +   *                      !!            . . 0            !
 2000.2!            *+                        !!            .0. .            !
 2000.3!         * +                          !!            .0. .            !
 2000.4!         + *                          !!            . .0.            !
 2001.1!          +*                          !!            . .0.            !
 2001.2!          + *                         !!            . .0.            !
 2001.3!          +*                          !!            . .0.            !
 2001.4!          +  *                        !!            . . 0            !
 2002.1!           +*                         !!            . 0 .            !
 2002.2!          +   *                       !!            . . 0            !
 2002.3!            + *                       !!            . .0.            !
 2002.4!            + *                       !!            . .0.            !
 2003.1!            + *                       !!            . .0.            !
 2003.2!             +                        !!            . 0 .            !
 2003.3!            +*                        !!            . .0.            !
 2003.4!           +  *                       !!            . . 0            !
 2004.1!            + *                       !!            . .0.            !
 2004.2!            +                         !!            . 0 .            !
 2004.3!           +                          !!            . 0 .            !
 2004.4!          +*                          !!            . 0 .            !
 2005.1!          +                           !!            . 0 .            !
 2005.2!        *+                            !!            .0. .            !
 2005.3!        +                             !!            . 0 .            !
 2005.4!      * +                             !!            .0. .            !
 2006.1!     * +                              !!            .0. .            !
 2006.2!     *+                               !!            .0. .            !
 2006.3!    * +                               !!            .0. .            !
 2006.4!    * +                               !!            .0. .            !
 2007.1!  *  +                                !!            0 . .            !
 2007.2!    +                                 !!            . 0 .            !
 2007.3!   * +                                !!            .0. .            !
 2007.4!    *+                                !!            . 0 .            !
 2008.1! *    +                               !!           0. . .            !
 2008.2!   +                                  !!            . 0 .            !
 2008.3!*    +                                !!           0. . .            !
 2008.4*   +                                  !!            0 . .            !
 2009.1!* +                                   !!            .0. .            !
 2009.2*  +                                   !!            0 . .            !
 2009.3!* +                                   !!            .0. .            !
 2009.4!  *+                                  !!            .0. .            !
 2010.1!    +                                 !!            . 0 .            !
 2010.2! *   +                                !!           0. . .            !
 2010.3!  *+                                  !!            . 0 .            !
 2010.4! *  +                                 !!            0 . .            !
 2011.1!   +                                  !!            . 0 .            !
 2011.2!  *  +                                !!            0 . .            !
 2011.3! *  +                                 !!            0 . .            !
 2011.4!*  +                                  !!            0 . .            !
 2012.1! * +                                  !!            .0. .            !
 2012.2*   +                                  !!           0. . .            !
 2012.3!* +                                   !!            0 . .            !
 2012.4!  +                                   !!            . 0 .            !


     15.96 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPAS=SPPX$Q/ASPMM;                                                     
 GENR LAASPAS=LOG(AASPAS+.00001);                                             
 GENR LASPAS=LOG(ASPAS+.00001);                                               
 LHS AASPAS=EXP(LAASPAS)-.00001;                                              
  EQ  648 LAASPAS C LASPAS(-1) PSPAS;                                         
EQUATION 670  LAASPAS  
   RHS     C  LASPAS(-1)  PSPAS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  670 PLOT=0;END;                                                     

Equation number =  670
**********************

Dependent variable = LAASPAS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.303568329

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.614343013       0.159168214  -3.85971     1.000000
12419 LASPAS  ( -1)       0.835277003       0.040966760  20.38914    -5.315188
12417 PSPAS   (  0)      -0.221880144       0.094502010  -2.34789     1.124799

SE of equation            =     0.198002204
Sum of squared residuals  =  7.25290146      -0.156878954E-10
Average absolute error    =     0.157553183
Sum of ABS residuals      =  29.6199984    
R squared                 =   0.84850
Durbin-Watson statistic   =   2.72097
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1! *   +                                !!        0.    .    .         !
 1966.2!   +  *                               !!         .    .    0         !
 1966.3!      *+                              !!         .   0.    .         !
 1966.4!     * +                              !!         . 0  .    .         !
 1967.1!      +*                              !!         .    . 0  .         !
 1967.2*        +                             !0         .    .    .         !
 1967.3! +     *                              !!         .    .    .    0    !
 1967.4!        +                             !!         .   0.    .         !
 1968.1!      *  +                            !!         0    .    .         !
 1968.2!       + *                            !!         .    .  0 .         !
 1968.3!        * +                           !!         .0   .    .         !
 1968.4!         +   *                        !!         .    .    .0        !
 1969.1!          *  +                        !!         0    .    .         !
 1969.2!           +   *                      !!         .    .    . 0       !
 1969.3!               *+                     !!         .  0 .    .         !
 1969.4!               +*                     !!         .    . 0  .         !
 1970.1!              *  +                    !!         .0   .    .         !
 1970.2!               +     *                !!         .    .    .    0    !
 1970.3!                     *+               !!         .    0    .         !
 1970.4!                   * +                !!         .0   .    .         !
 1971.1!                   +                  !!         .    0    .         !
 1971.2!                    +      *          !!         .    .    .      0  !
 1971.3!                       *   +          !!        0.    .    .         !
 1971.4!                    *  +              !!        0.    .    .         !
 1972.1!                    +      *          !!         .    .    .    0    !
 1972.2!                     *    +           !!      0  .    .    .         !
 1972.3!                      +  *            !!         .    .    0         !
 1972.4!                     *   +            !!        0.    .    .         !
 1973.1!                     +   *            !!         .    .    0         !
 1973.2!                   *    +             !!      0  .    .    .         !
 1973.3!                   +   *              !!         .    .    .0        !
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 1974.2!                      *  +            !!         .0   .    .         !
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 1977.3!                       +              !!         .   0.    .         !
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 1978.1!                    +                 !!         .    .0   .         !
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 1978.3!                      +  *            !!         .    .   0.         !
 1978.4!                    *    +            !!      0  .    .    .         !
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 1979.2!                      +               !!         .    .0   .         !
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 1980.3!                   +*                 !!         .    .0   .         !
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 1981.1!                *     +               !!     0   .    .    .         !
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 1982.3!                 +   *                !!         .    .    .0        !
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 1987.4!                        *   +         !!        0.    .    .         !
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 1989.4!                     *  +             !!         0    .    .         !
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 1990.3!                     *+               !!         .   0.    .         !
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 1991.1!                   *   +              !!        0.    .    .         !
 1991.2!                    + *               !!         .    . 0  .         !
 1991.3!                    * +               !!         . 0  .    .         !
 1991.4!                   * +                !!         . 0  .    .         !
 1992.1!                 *  +                 !!         0    .    .         !
 1992.2!                   +                  !!         .    0    .         !
 1992.3!                    +*                !!         .    . 0  .         !
 1992.4!                    * +               !!         .0   .    .         !
 1993.1!                   * +                !!         .0   .    .         !
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 1993.3!                      +  *            !!         .    .    .0        !
 1993.4!                       *  +           !!         0    .    .         !
 1994.1!                        +        *    !!         .    .    .       0 !
 1994.2!                            *   +     !!       0 .    .    .         !
 1994.3!                            + *       !!         .    .  0 .         !
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 1995.3!                             +  *     !!         .    .    0         !
 1995.4!                               +      !!         .    .0   .         !
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 1997.1!                           +          !!         .    .0   .         !
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 1997.3!                             +     *  !!         .    .    .   0     !
 1997.4!                                  +*  !!         .    .0   .         !
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 1998.3!                                + *   !!         .    .   0.         !
 1998.4!                               * +    !!         .0   .    .         !
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 2000.3!                              *+      !!         .   0.    .         !
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 2001.1!                              +   *   !!         .    .    .0        !
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 2001.3!                                +*    !!         .    .0   .         !
 2001.4!                                +*    !!         .    0    .         !
 2002.1!                                +*    !!         .    .0   .         !
 2002.2!                                +*    !!         .    . 0  .         !
 2002.3!                                 + *  !!         .    .   0.         !
 2002.4!                                  +*  !!         .    0    .         !
 2003.1!                                  +   !!         .    0    .         !
 2003.2!                                 +*   !!         .    .0   .         !
 2003.3!                                 + *  !!         .    .   0.         !
 2003.4!                                 *+   !!         .  0 .    .         !
 2004.1!                                +  *  !!         .    .   0.         !
 2004.2!                                  +*  !!         .    .  0 .         !
 2004.3!                                  +   *!         .    .    .0        !
 2004.4!                                   *+ !!         .  0 .    .         !
 2005.1!                                 *+   !!         .   0.    .         !
 2005.2!                                +  *  !!         .    .    0         !
 2005.3!                                 *+   !!         .   0.    .         !
 2005.4!                                 +    !!         .    0    .         !
 2006.1!                                +     !!         .    0    .         !
 2006.2!                             * +      !!         . 0  .    .         !
 2006.3!                             +   *    !!         .    .    . 0       !
 2006.4!                                +*    !!         .    .0   .         !
 2007.1!                                +   * !!         .    .    .0        !
 2007.2!                                 *+   !!         .  0 .    .         !
 2007.3!                                + *   !!         .    .   0.         !
 2007.4!                                 +  * !!         .    .   0.         !
 2008.1!                                  +*  !!         .    .0   .         !
 2008.2!                               * +    !!         .  0 .    .         !
 2008.3!                              +  *    !!         .    .   0.         !
 2008.4!                               *+     !!         .   0.    .         !
 2009.1!                             * +      !!         . 0  .    .         !
 2009.2!                            +   *     !!         .    .    0         !
 2009.3!                               +   *  !!         .    .    .  0      !
 2009.4!                              *   +   !!        0.    .    .         !
 2010.1!                             +  *     !!         .    .   0.         !
 2010.2!                               +   *  !!         .    .    .0        !
 2010.3!                                  +*  !!         .    .0   .         !
 2010.4!                              *  +    !!         0    .    .         !
 2011.1!                              +   *   !!         .    .    .  0      !
 2011.2!                                 +*   !!         .    . 0  .         !
 2011.3!                                 +    !!         .    .0   .         !
 2011.4!                                + *   !!         .    .  0 .         !
 2012.1!                                 +  * !!         .    .    0         !
 2012.2!                                   +  !!         .    .0   .         !
 2012.3!                                  +   !!         .    0    .         !
 2012.4!                                 +   *!!         .    .    .0        !


     30.32 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNZAS=NZPX$Q/ASPMM;                                                     
 GENR LAANZAS=LOG(AANZAS+.00001);                                             
 GENR LANZAS=LOG(ANZAS+.00001);                                               
 LHS AANZAS=EXP(LAANZAS)-.00001;                                              
  EQ  649 LAANZAS C LANZAS(-1) PNZAS;                                         
EQUATION 671  LAANZAS  
   RHS     C  LANZAS(-1)  PNZAS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  671 PLOT=0;END;                                                     

Equation number =  671
**********************

Dependent variable = LAANZAS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.184071953

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.267223427       0.074658321  -3.57929     1.000000
12422 LANZAS  ( -1)       0.795347218       0.033459609  23.77037    -3.190105
12420 PNZAS   (  0)      -0.380557216       0.083513208  -4.55685     0.997504

SE of equation            =     0.112822576
Sum of squared residuals  =  2.35485273      -0.106856746E-10
Average absolute error    =     0.082264973
Sum of ABS residuals      =  15.4658150    
R squared                 =   0.89317
Durbin-Watson statistic   =   2.70691
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1+  *                                   !!          .   .   0          !
 1966.2!   +*                                 !!          .   .0  .          !
 1966.3*     +                                !!     0    .   .   .          !
 1966.4! +                                    !!          .   0   .          !
 1967.1*    +                                 !!       0  .   .   .          !
 1967.2!  + *                                 !!          .   . 0 .          !
 1967.3!      *+                              !!          .  0.   .          !
 1967.4!         +   *                        !!          .   .   .0         !
 1968.1!         *     +                      !!     0    .   .   .          !
 1968.2!            + *                       !!          .   .  0.          !
 1968.3!               *+                     !!          .  0.   .          !
 1968.4!              * +                     !!          0   .   .          !
 1969.1!             * +                      !!          0   .   .          !
 1969.2!               +*                     !!          .   . 0 .          !
 1969.3!                 +                    !!          .  0.   .          !
 1969.4!            *     +                   !!    0     .   .   .          !
 1970.1!              +    *                  !!          .   .   .  0       !
 1970.2!                   * +                !!          0   .   .          !
 1970.3!                   *+                 !!          . 0 .   .          !
 1970.4!                 *   +                !!       0  .   .   .          !
 1971.1!                   +                  !!          .   0   .          !
 1971.2!                    *+                !!          . 0 .   .          !
 1971.3!                     +                !!          .   0   .          !
 1971.4!                 *    +               !!       0  .   .   .          !
 1972.1!                  + *                 !!          .   .  0.          !
 1972.2!                     + *              !!          .   .  0.          !
 1972.3!                    *  +              !!          0   .   .          !
 1972.4!                    +                 !!          .   0   .          !
 1973.1!                 * +                  !!          0   .   .          !
 1973.2!               +*                     !!          .   .0  .          !
 1973.3!               +*                     !!          .   . 0 .          !
 1973.4!              *+                      !!          .  0.   .          !
 1974.1!             *+                       !!          .  0.   .          !
 1974.2!              *+                      !!          .  0.   .          !
 1974.3!                +                     !!          .   0   .          !
 1974.4!                  *+                  !!          .  0.   .          !
 1975.1!                   *+                 !!          . 0 .   .          !
 1975.2!                     + *              !!          .   .  0.          !
 1975.3!                       * +            !!          .0  .   .          !
 1975.4!                         +            !!          .   .0  .          !
 1976.1!                     *    +           !!       0  .   .   .          !
 1976.2!                       +   *          !!          .   .   . 0        !
 1976.3!                       *    +         !!       0  .   .   .          !
 1976.4!                        +             !!          .  0.   .          !
 1977.1!                   *    +             !!      0   .   .   .          !
 1977.2!                     +      *         !!          .   .   .     0    !
 1977.3!                           *+         !!          . 0 .   .          !
 1977.4!                          *+          !!          . 0 .   .          !
 1978.1!                      *   +           !!        0 .   .   .          !
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 1978.3!                        +             !!          .  0.   .          !
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 1979.1!                      *+              !!          . 0 .   .          !
 1979.2!                       +    *         !!          .   .   .  0       !
 1979.3!                          *+          !!          . 0 .   .          !
 1979.4!                          +*          !!          .   .0  .          !
 1980.1!                         * +          !!          .0  .   .          !
 1980.2!                          +  *        !!          .   .   0          !
 1980.3!                             +        !!          .   0   .          !
 1980.4!                            *+        !!          .  0.   .          !
 1981.1!                        *   +         !!        0 .   .   .          !
 1981.2!                         +*           !!          .   . 0 .          !
 1981.3!                          +*          !!          .   .0  .          !
 1981.4!                          *+          !!          .  0.   .          !
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 1982.2!                       *+             !!          . 0 .   .          !
 1982.3!                       +  *           !!          .   .   .0         !
 1982.4!                          +*          !!          .   .0  .          !
 1983.1!                           +          !!          .   0   .          !
 1983.2!                          *+          !!          .  0.   .          !
 1983.3!                           +*         !!          .   . 0 .          !
 1983.4!                      *     +         !!    0     .   .   .          !
 1984.1!                    +      *          !!          .   .   .     0    !
 1984.2!                           +*         !!          .   .0  .          !
 1984.3!                             +*       !!          .   .0  .          !
 1984.4!                            * +       !!          . 0 .   .          !
 1985.1!                           * +        !!          .0  .   .          !
 1985.2!                             + *      !!          .   .   0          !
 1985.3!                               +      !!          .  0.   .          !
 1985.4!                               +      !!          .   .0  .          !
 1986.1!                              * +     !!          .0  .   .          !
 1986.2!                               + *    !!          .   . 0 .          !
 1986.3!                                *+    !!          .0  .   .          !
 1986.4!                                +     !!          .  0.   .          !
 1987.1!                               *+     !!          . 0 .   .          !
 1987.2!                               +*     !!          .   .0  .          !
 1987.3!                                +*    !!          .   . 0 .          !
 1987.4!                                *+    !!          . 0 .   .          !
 1988.1!                               + *    !!          .   .   0          !
 1988.2!                                +     !!          .  0.   .          !
 1988.3!                               + *    !!          .   . 0 .          !
 1988.4!                              * +     !!          . 0 .   .          !
 1989.1!                            * +       !!          .0  .   .          !
 1989.2!                            + *       !!          .   .  0.          !
 1989.3!                            *+        !!          .  0.   .          !
 1989.4!                            +   *     !!          .   .   . 0        !
 1990.1!                              *+      !!          . 0 .   .          !
 1990.2!                              +  *    !!          .   .   0          !
 1990.3!                                +     !!          .   0   .          !
 1990.4!                                + *   !!          .   .  0.          !
 1991.1!                                 *+   !!          .  0.   .          !
 1991.2!                                 + *  !!          .   .  0.          !
 1991.3!                                  +  *!!          .   .  0.          !
 1991.4!                                    + *!          .   .  0.          !
 1992.1!                                   * +!!          0   .   .          !
 1992.2!                          *       +   !! 0        .   .   .          !
 1992.3!                           +         *!!          .   .   .          0
 1992.4!                                   *+ !!          .  0.   .          !
 1993.1!                                 *+   !!          . 0 .   .          !
 1993.2!                                 + *  !!          .   .   0          !
 1993.3!                                  + * !!          .   . 0 .          !
 1993.4!                                   + *!!          .   .   0          !
 1994.1!                                   +  !!          .  0.   .          !
 1994.2!                                  +  *!!          .   .   0          !
 1994.3!                                  *+  !!          . 0 .   .          !
 1994.4!                                + *   !!          .   . 0 .          !
 1995.1!                                *+    !!          .   0   .          !
 1995.2!                                + *   !!          .   . 0 .          !
 1995.3!                                 + *  !!          .   .   0          !
 1995.4!                                  +*  !!          .   . 0 .          !
 1996.1!                                * +   !!          .0  .   .          !
 1996.2!                               + *    !!          .   .  0.          !
 1996.3!                                +*    !!          .   . 0 .          !
 1996.4!                                +  *  !!          .   .   .0         !
 1997.1!                              *  +    !!        0 .   .   .          !
 1997.2!                             +   *    !!          .   .   . 0        !
 1997.3!                                +     !!          .   0   .          !
 1997.4!                               + *    !!          .   . 0 .          !
 1998.1!                           *    +     !!     0    .   .   .          !
 1998.2!                            +  *      !!          .   .   .0         !
 1998.3!                               +*     !!          .   .0  .          !
 1998.4!                                + *   !!          .   . 0 .          !
 1999.1!                                * +   !!          . 0 .   .          !
 1999.2!                                +*    !!          .   .0  .          !
 1999.3!                                 +    !!          .   .0  .          !
 1999.4!                                *+    !!          .  0.   .          !
 2000.1!                           *    +     !!      0   .   .   .          !
 2000.2!                            +  *      !!          .   .   .0         !
 2000.3!                              *+      !!          . 0 .   .          !
 2000.4!                              +       !!          .   0   .          !
 2001.1!                             *+       !!          . 0 .   .          !
 2001.2!                             +        !!          .  0.   .          !
 2001.3!                             +  *     !!          .   .   .0         !
 2001.4!                                +     !!          .   0   .          !
 2002.1!                               +      !!          .  0.   .          !
 2002.2!                              +       !!          .  0.   .          !
 2002.3!                              +*      !!          .   . 0 .          !
 2002.4!                               +      !!          .  0.   .          !
 2003.1!                             * +      !!          .0  .   .          !
 2003.2!                             +*       !!          .   .0  .          !
 2003.3!                              + *     !!          .   .   0          !
 2003.4!                              *+      !!          .  0.   .          !
 2004.1!                             *+       !!          . 0 .   .          !
 2004.2!                            +*        !!          .   .0  .          !
 2004.3!                            +         !!          .   0   .          !
 2004.4!                           + *        !!          .   . 0 .          !
 2005.1!                            +         !!          .   0   .          !
 2005.2!                          *+          !!          .  0.   .          !
 2005.3!                          +*          !!          .   . 0 .          !
 2005.4!                           +          !!          .   0   .          !
 2006.1!                         *+           !!          . 0 .   .          !
 2006.2!                        *+            !!          .  0.   .          !
 2006.3!                         +*           !!          .   . 0 .          !
 2006.4!                       *  +           !!          .0  .   .          !
 2007.1!                       *+             !!          .   0   .          !
 2007.2!                       + *            !!          .   .  0.          !
 2007.3!                        +*            !!          .   .0  .          !
 2007.4!                        + *           !!          .   .   0          !
 2008.1!                      *  +            !!          0   .   .          !
 2008.2!                      + *             !!          .   .   0          !
 2008.3!                       +*             !!          .   . 0 .          !
 2008.4!                       *+             !!          .   0   .          !
 2009.1!                        + *           !!          .   . 0 .          !
 2009.2!                          + *         !!          .   .  0.          !
 2009.3!                            +         !!          .   0   .          !
 2009.4!                           *+         !!          .  0.   .          !
 2010.1!                          +           !!          .  0.   .          !
 2010.2!                         +            !!          .   .0  .          !
 2010.3!                        + *           !!          .   . 0 .          !
 2010.4!                         +            !!          .   0   .          !
 2011.1!                       +              !!          .   0   .          !
 2011.2!                      +*              !!          .   . 0 .          !
 2011.3!                     +                !!          .   0   .          !
 2011.4!                    +  *              !!          .   .   0          !
 2012.1!                   *  +               !!          .0  .   .          !
 2012.2!                   +*                 !!          .   . 0 .          !
 2012.3!                    + *               !!          .   .  0.          !
 2012.4!                      +               !!          .   0   .          !


     22.87 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@@EQ  650 LAASAAS C LASAAS(-1) PSAAS;SMPL 1966.1 2012.4;OLS;EST  650 PLOT=0;EN
@@EQ  651 LAAVEAS C LAVEAS(-1) PVEAS;SMPL 2000.3 2012.4;OLS;EST  651 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCOAS=COPX$Q/ASPMM;                                                     
 GENR LAACOAS=LOG(AACOAS+.00001);                                             
 GENR LACOAS=LOG(ACOAS+.00001);                                               
 LHS AACOAS=EXP(LAACOAS)-.00001;                                              
  EQ  652 LAACOAS C LACOAS(-1) PCOAS;                                         
EQUATION 672  LAACOAS  
   RHS     C  LACOAS(-1)  PCOAS  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  672 PLOT=0;END;                                                     

Equation number =  672
**********************

Dependent variable = LAACOAS 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -8.851908760

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -4.062877211       0.537460155  -7.55940     1.000000
12425 LACOAS  ( -1)       0.425072995       0.072205906   5.88696    -8.857715
12423 PCOAS   (  0)      -0.836522459       0.130574528  -6.40648     1.223943

SE of equation            =     0.336224714
Sum of squared residuals  =  13.9047882      -0.192814653E-10
Average absolute error    =     0.240226106
Sum of ABS residuals      =  30.2684893    
R squared                 =   0.68491
Durbin-Watson statistic   =   2.14338
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!  *          +                        !!       0   .  .  .           !
 1981.4!    *    +                            !!          0.  .  .           !
 1982.1*          +                           !!       0   .  .  .           !
 1982.2!       +                              !!           .  0  .           !
 1982.3!        +  *                          !!           .  . 0.           !
 1982.4!         * +                          !!           .0 .  .           !
 1983.1!       *   +                          !!           0  .  .           !
 1983.2!      *   +                           !!           0  .  .           !
 1983.3!       *  +                           !!           .0 .  .           !
 1983.4!         +                       *    !!           .  .  .           0
 1984.1!        * +                           !!           . 0.  .           !
 1984.2!     *   +                            !!           0  .  .           !
 1984.3!       +    *                         !!           .  .  0           !
 1984.4!          *+                          !!           . 0.  .           !
 1985.1!         *+                           !!           . 0.  .           !
 1985.2!          *+                          !!           . 0.  .           !
 1985.3!             +*                       !!           .  .0 .           !
 1985.4!           *  +                       !!           . 0.  .           !
 1986.1!      * +                             !!           .0 .  .           !
 1986.2!        +                 *           !!           .  .  .       0   !
 1986.3!         *          +                 !!       0   .  .  .           !
 1986.4!             *+                       !!           . 0.  .           !
 1987.1!              *    +                  !!           0  .  .           !
 1987.2!           *        +                 !!         0 .  .  .           !
 1987.3!                  +    *              !!           .  .  0           !
 1987.4!              *        +              !!        0  .  .  .           !
 1988.1!         *         +                  !!       0   .  .  .           !
 1988.2!                  + *                 !!           .  . 0.           !
 1988.3!                      +    *          !!           .  .  0           !
 1988.4!                          +  *        !!           .  . 0.           !
 1989.1!                     *    +           !!           0  .  .           !
 1989.2!                      +*              !!           .  0  .           !
 1989.3!                          +  *        !!           .  . 0.           !
 1989.4!                       *      +       !!          0.  .  .           !
 1990.1!                          +   *       !!           .  .  0           !
 1990.2!                              +*      !!           .  .0 .           !
 1990.3!                             *+       !!           . 0.  .           !
 1990.4!                        *    +        !!           0  .  .           !
 1991.1!                          +    *      !!           .  .  0           !
 1991.2!                         *   +        !!           0  .  .           !
 1991.3!                            + *       !!           .  . 0.           !
 1991.4!                             *+       !!           . 0.  .           !
 1992.1!                               +  *   !!           .  . 0.           !
 1992.2!                                 + *  !!           .  .0 .           !
 1992.3!                                * +   !!           . 0.  .           !
 1992.4!                                +     !!           .  0  .           !
 1993.1!                                +   * !!           .  .  0           !
 1993.2!                                  +*  !!           .  0  .           !
 1993.3!                                 +    !!           .  0  .           !
 1993.4!                                 +  * !!           .  . 0.           !
 1994.1!                             *    +   !!           0  .  .           !
 1994.2!                            *+        !!           . 0.  .           !
 1994.3!                         +            !!           .  0  .           !
 1994.4!                         +  *         !!           .  . 0.           !
 1995.1!                           +          !!           .  0  .           !
 1995.2!                           +          !!           .  0  .           !
 1995.3!                           +   *      !!           .  . 0.           !
 1995.4!                              +  *    !!           .  . 0.           !
 1996.1!                              *+      !!           .  0  .           !
 1996.2!                             +*       !!           .  .0 .           !
 1996.3!                             +   *    !!           .  .  0           !
 1996.4!                              +*      !!           .  .0 .           !
 1997.1!                            +      *  !!           .  .  .0          !
 1997.2!                          * +         !!           . 0.  .           !
 1997.3!                         +    *       !!           .  .  0           !
 1997.4!                           +  *       !!           .  . 0.           !
 1998.1!                         * +          !!           . 0.  .           !
 1998.2!                         +   *        !!           .  .  0           !
 1998.3!                            + *       !!           .  . 0.           !
 1998.4!                            *+        !!           . 0.  .           !
 1999.1!                            +         !!           .  0  .           !
 1999.2!                            +*        !!           .  0  .           !
 1999.3!                            +*        !!           .  0  .           !
 1999.4!                      *     +         !!          0.  .  .           !
 2000.1!                        +  *          !!           .  . 0.           !
 2000.2!                       *   +          !!           .0 .  .           !
 2000.3!                         + *          !!           .  .0 .           !
 2000.4!                         * +          !!           . 0.  .           !
 2001.1!                           +     *    !!           .  .  .0          !
 2001.2!                           *  +       !!           .0 .  .           !
 2001.3!                            +         *!           .  .  .  0        !
 2001.4!                            *    +    !!           0  .  .           !
 2002.1!                     *      +         !!         0 .  .  .           !
 2002.2!                         +      *     !!           .  .  .0          !
 2002.3!                              +    *  !!           .  .  0           !
 2002.4!                            *   +     !!           .0 .  .           !
 2003.1!                            *+        !!           . 0.  .           !
 2003.2!                           * +        !!           . 0.  .           !
 2003.3!                             +*       !!           .  .0 .           !
 2003.4!                            *  +      !!           .0 .  .           !
 2004.1!                             +  *     !!           .  .0 .           !
 2004.2!                               +*     !!           .  .0 .           !
 2004.3!                               +*     !!           .  .0 .           !
 2004.4!                              + *     !!           .  .0 .           !
 2005.1!                              +       !!           .  0  .           !
 2005.2!                      *     +         !!          0.  .  .           !
 2005.3!                         +  *         !!           .  . 0.           !
 2005.4!                         * +          !!           .0 .  .           !
 2006.1!                       *  +           !!           .0 .  .           !
 2006.2!                       * +            !!           . 0.  .           !
 2006.3!                        *+            !!           .  0  .           !
 2006.4!                       *  +           !!           .0 .  .           !
 2007.1!                  *      +            !!          0.  .  .           !
 2007.2!                    *  +              !!           . 0.  .           !
 2007.3!                     * +              !!           . 0.  .           !
 2007.4!                       +*             !!           .  0  .           !
 2008.1!                    *   +             !!           .0 .  .           !
 2008.2!                    * +               !!           . 0.  .           !
 2008.3!                    + *               !!           .  .0 .           !
 2008.4!                     *+               !!           . 0.  .           !
 2009.1!                      * +             !!           . 0.  .           !
 2009.2!                    * +               !!           .0 .  .           !
 2009.3!                    +   *             !!           .  .  0           !
 2009.4!                  *   +               !!           .0 .  .           !
 2010.1!                   +  *               !!           .  . 0.           !
 2010.2!                     +  *             !!           .  . 0.           !
 2010.3!                      +     *         !!           .  .  .0          !
 2010.4!                        +   *         !!           .  .  0           !
 2011.1!                        + *           !!           .  .0 .           !
 2011.2!                       +              !!           .  0  .           !
 2011.3!                      +  *            !!           .  . 0.           !
 2011.4!                        +   *         !!           .  .  0           !
 2012.1!                        +  *          !!           .  . 0.           !
 2012.2!                       +              !!           .  0  .           !
 2012.3!                      +   *           !!           .  .  0           !
 2012.4!                       +*             !!           .  .0 .           !


     17.46 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJOAS=JOPX$Q/ASPMM;                                                     
 GENR LAAJOAS=LOG(AAJOAS+.00001);                                             
 GENR LAJOAS=LOG(AJOAS+.00001);                                               
 LHS AAJOAS=EXP(LAAJOAS)-.00001;                                              
  EQ  653 LAAJOAS C LAJOAS(-1) PJOAS;                                         
EQUATION 673  LAAJOAS  
   RHS     C  LAJOAS(-1)  PJOAS  
 SMPL 1990.3 2012.4;                                                          
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
 OLS;EST  673 PLOT=0;END;                                                     

Equation number =  673
**********************

Dependent variable = LAAJOAS 

 1990.3 -   2012.4,    0 missing obs.,   90 obs. used.

Mean of dependent variable       -9.800114056

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.898988748       0.662413496  -2.86677     1.000000
12428 LAJOAS  ( -1)       0.774355445       0.065209934  11.87481    -9.823322
12426 PJOAS   (  0)      -0.257113500       0.261528481  -0.98312     1.144953

SE of equation            =     0.738665180
Sum of squared residuals  =  47.4694836       0.944488932E-11
Average absolute error    =     0.547846444
Sum of ABS residuals      =  49.3061799    
R squared                 =   0.63400
Durbin-Watson statistic   =   2.26012
SMPL and No. Obs.         = 1990.3   2012.4     90

Plot of actual(*) and fitted(+) values and residuals(0)


 1990.3*   +                                  !!         . 0  .    .         !
 1990.4*   +                                  !!         . 0  .    .         !
 1991.1!   +    *                             !!         .    .  0 .         !
 1991.2!       *  +                           !!         .  0 .    .         !
 1991.3!    *    +                            !!         .0   .    .         !
 1991.4!       +              *               !!         .    .    .     0   !
 1992.1!   *                 +                !! 0       .    .    .         !
 1992.2!   *  +                               !!         . 0  .    .         !
 1992.3!      +     *                         !!         .    .   0.         !
 1992.4!             +                    *   !!         .    .    .         0
 1993.1!                            * +       !!         .   0.    .         !
 1993.2!                         *+           !!         .   0.    .         !
 1993.3!                 *     +              !!         0    .    .         !
 1993.4!                 +                 *  !!         .    .    .       0 !
 1994.1!                               +      *!         .    .    0         !
 1994.2!                        *        +    !!       0 .    .    .         !
 1994.3!                      +         *     !!         .    .    . 0       !
 1994.4!                            +         !!         .    0    .         !
 1995.1!                       * +            !!         .  0 .    .         !
 1995.2!                     +                !!         .   0.    .         !
 1995.3!                   +           *      !!         .    .    .  0      !
 1995.4!                           +*         !!         .    .0   .         !
 1996.1!                        *+            !!         .   0.    .         !
 1996.2!                      +   *           !!         .    .  0 .         !
 1996.3!                        +   *         !!         .    .  0 .         !
 1996.4!                         +        *   !!         .    .    . 0       !
 1997.1!                              +     * !!         .    .   0.         !
 1997.2!                             *  +     !!         .  0 .    .         !
 1997.3!                          +       *   !!         .    .    .0        !
 1997.4!                              +*      !!         .    0    .         !
 1998.1!                           +    *     !!         .    .  0 .         !
 1998.2!                            +  *      !!         .    . 0  .         !
 1998.3!                           +        * !!         .    .    .0        !
 1998.4!                                +     !!         .    0    .         !
 1999.1!                       *     +        !!         .0   .    .         !
 1999.2!             *        +               !!        0.    .    .         !
 1999.3!              +   *                   !!         .    .  0 .         !
 1999.4!                  +      *            !!         .    .    0         !
 2000.1!             *          +             !!       0 .    .    .         !
 2000.2!  *           +                       !!     0   .    .    .         !
 2000.3!   * +                                !!         .  0 .    .         !
 2000.4!   *  +                               !!         .  0 .    .         !
 2001.1!     *+                               !!         .    0    .         !
 2001.2!        +         *                   !!         .    .    .  0      !
 2001.3!  *               +                   !!  0      .    .    .         !
 2001.4!   * +                                !!         .  0 .    .         !
 2002.1!      +  *                            !!         .    . 0  .         !
 2002.2!        * +                           !!         .  0 .    .         !
 2002.3!          + *                         !!         .    .0   .         !
 2002.4!         *   +                        !!         . 0  .    .         !
 2003.1!           +  *                       !!         .    . 0  .         !
 2003.2!   *          +                       !!      0  .    .    .         !
 2003.3!      +       *                       !!         .    .    .0        !
 2003.4!              *+                      !!         .   0.    .         !
 2004.1!       *      +                       !!        0.    .    .         !
 2004.2!         + *                          !!         .    . 0  .         !
 2004.3!       *     +                        !!         .0   .    .         !
 2004.4!         +                            !!         .    0    .         !
 2005.1!        *  +                          !!         .  0 .    .         !
 2005.2!          +*                          !!         .    0    .         !
 2005.3!       *    +                         !!         . 0  .    .         !
 2005.4!        *+                            !!         .   0.    .         !
 2006.1!   *      +                           !!         0    .    .         !
 2006.2!     *+                               !!         .   0.    .         !
 2006.3!     * +                              !!         .   0.    .         !
 2006.4!    *   +                             !!         . 0  .    .         !
 2007.1!    * +                               !!         .   0.    .         !
 2007.2!     *+                               !!         .   0.    .         !
 2007.3!       +*                             !!         .    .0   .         !
 2007.4!   *     +                            !!         0    .    .         !
 2008.1!     +      *                         !!         .    .    0         !
 2008.2!            +                         !!         .    0    .         !
 2008.3!           +   *                      !!         .    .  0 .         !
 2008.4!     *       +                        !!        0.    .    .         !
 2009.1!*    +                                !!         . 0  .    .         !
 2009.2!  +  *                                !!         .    . 0  .         !
 2009.3!      +                               !!         .    0    .         !
 2009.4!       +    *                         !!         .    .   0.         !
 2010.1!       *    +                         !!         .0   .    .         !
 2010.2!        +*                            !!         .    .0   .         !
 2010.3!         *+                           !!         .   0.    .         !
 2010.4!     *   +                            !!         . 0  .    .         !
 2011.1!       +      *                       !!         .    .    0         !
 2011.2!          *  +                        !!         . 0  .    .         !
 2011.3!         *+                           !!         .   0.    .         !
 2011.4!      *  +                            !!         .  0 .    .         !
 2012.1!      *+                              !!         .   0.    .         !
 2012.2!       +     *                        !!         .    .   0.         !
 2012.3!            +   *                     !!         .    .  0 .         !
 2012.4!               +  *                   !!         .    . 0  .         !


     25.56 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
@@EQ  654 LAASYAS C LASYAS(-1) PSYAS;SMPL 2000.3 2012.4;OLS;EST  654 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDAS=IDPX$Q/ASPMM;                                                     
 GENR LAAIDAS=LOG(AAIDAS+.00001);                                             
 GENR LAIDAS=LOG(AIDAS+.00001);                                               
 LHS AAIDAS=EXP(LAAIDAS)-.00001;                                              
  EQ  655 LAAIDAS C LAIDAS(-1) PIDAS;                                         
EQUATION 674  LAAIDAS  
   RHS     C  LAIDAS(-1)  PIDAS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  674 PLOT=0;END;                                                     

Equation number =  674
**********************

Dependent variable = LAAIDAS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.034186277

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.366918206       0.256858551  -5.32168     1.000000
12431 LAIDAS  ( -1)       0.726804411       0.050688349  14.33869    -5.034289
12429 PIDAS   (  0)      -0.006978046       0.050935584  -0.13700     1.193025

SE of equation            =     0.165710929
Sum of squared residuals  =  5.08012074       0.306350501E-10
Average absolute error    =     0.122831843
Sum of ABS residuals      =  23.0923865    
R squared                 =   0.52916
Durbin-Watson statistic   =   2.44240
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                       +*             !!         .    .0   .         !
 1966.2!                        + *           !!         .    . 0  .         !
 1966.3!                       * +            !!         .  0 .    .         !
 1966.4!                       +  *           !!         .    .  0 .         !
 1967.1!                         + *          !!         .    . 0  .         !
 1967.2!                         +            !!         .    0    .         !
 1967.3!                        + *           !!         .    . 0  .         !
 1967.4!                         +   *        !!         .    .   0.         !
 1968.1!                          *+          !!         .   0.    .         !
 1968.2!                         +*           !!         .    .0   .         !
 1968.3!                         +            !!         .    0    .         !
 1968.4!                        +*            !!         .    .0   .         !
 1969.1!                       *+             !!         .   0.    .         !
 1969.2!                  *    +              !!         0    .    .         !
 1969.3!                   +                  !!         .    0    .         !
 1969.4!                  * +                 !!         .  0 .    .         !
 1970.1!                   +*                 !!         .    0    .         !
 1970.2!                   *+                 !!         .   0.    .         !
 1970.3!                    + *               !!         .    . 0  .         !
 1970.4!                      +               !!         .    0    .         !
 1971.1!                      + *             !!         .    . 0  .         !
 1971.2!                        +             !!         .    .0   .         !
 1971.3!                       *+             !!         .    0    .         !
 1971.4!                       + *            !!         .    . 0  .         !
 1972.1!                        + *           !!         .    . 0  .         !
 1972.2!                         +            !!         .    0    .         !
 1972.3!                        + *           !!         .    . 0  .         !
 1972.4!                         +*           !!         .    .0   .         !
 1973.1!                *        +            !!     0   .    .    .         !
 1973.2!                  +   *               !!         .    .   0.         !
 1973.3!                   *  +               !!         . 0  .    .         !
 1973.4!                    +             *   !!         .    .    .        0!
 1974.1!                            *  +      !!         . 0  .    .         !
 1974.2!                          +*          !!         .    .0   .         !
 1974.3!                        * +           !!         .  0 .    .         !
 1974.4!                  *     +             !!         0    .    .         !
 1975.1!               *   +                  !!         .0   .    .         !
 1975.2!            *    +                    !!         0    .    .         !
 1975.3!           *   +                      !!         .0   .    .         !
 1975.4!              +         *             !!         .    .    .    0    !
 1976.1!                *       +             !!       0 .    .    .         !
 1976.2!         *        +                   !!     0   .    .    .         !
 1976.3!            +    *                    !!         .    .   0.         !
 1976.4!              *   +                   !!         0    .    .         !
 1977.1!                +      *              !!         .    .    .  0      !
 1977.2!                       + *            !!         .    . 0  .         !
 1977.3!                      * +             !!         .  0 .    .         !
 1977.4!            *         +               !!   0     .    .    .         !
 1978.1!               +    *                 !!         .    .    .0        !
 1978.2!                     + *              !!         .    . 0  .         !
 1978.3!                       +              !!         .    0    .         !
 1978.4!                       + *            !!         .    . 0  .         !
 1979.1!                       *+             !!         .  0 .    .         !
 1979.2!                      +      *        !!         .    .    . 0       !
 1979.3!                           +          !!         .    0    .         !
 1979.4!                        * +           !!         .  0 .    .         !
 1980.1!                    *  +              !!         .0   .    .         !
 1980.2!                     +*               !!         .    . 0  .         !
 1980.3!                   *  +               !!         .0   .    .         !
 1980.4!                    +     *           !!         .    .    .0        !
 1981.1!            *            +            !! 0       .    .    .         !
 1981.2!           *   +                      !!         .0   .    .         !
 1981.3!           *  +                       !!         . 0  .    .         !
 1981.4!              +                       !!         .    0    .         !
 1982.1!                +                     !!         .    0    .         !
 1982.2!     *           +                    !! 0       .    .    .         !
 1982.3!          +           *               !!         .    .    .      0  !
 1982.4!            *         +               !!    0    .    .    .         !
 1983.1!              *+                      !!         .   0.    .         !
 1983.2!                +    *                !!         .    .    0         !
 1983.3!       *             +                !!0        .    .    .         !
 1983.4*           +                          !!  0      .    .    .         !
 1984.1!     +             *                  !!         .    .    .       0 !
 1984.2!     *              +                 !0         .    .    .         !
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 1984.4!               *   +                  !!         .0   .    .         !
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 2009.3!                           +     *    !!         .    .    . 0       !
 2009.4!                        *     +       !!        0.    .    .         !
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 2010.3!                         +    *       !!         .    .    0         !
 2010.4!                            + *       !!         .    . 0  .         !
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 2011.4!                        +   *         !!         .    .    0         !
 2012.1!                           +          *!         .    .    .     0   !
 2012.2!                                * +   !!         .  0 .    .         !
 2012.3!                             +        *!         .    .    .   0     !
 2012.4!                        *        +    !!     0   .    .    .         !


     25.53 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAAS=MAPX$Q/ASPMM;                                                     
 GENR LAAMAAS=LOG(AAMAAS+.00001);                                             
 GENR LAMAAS=LOG(AMAAS+.00001);                                               
 LHS AAMAAS=EXP(LAAMAAS)-.00001;                                              
  EQ  656 LAAMAAS C LAMAAS(-1) PMAAS;                                         
EQUATION 675  LAAMAAS  
   RHS     C  LAMAAS(-1)  PMAAS  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST  675 PLOT=0;END;                                                     

Equation number =  675
**********************

Dependent variable = LAAMAAS 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -4.086429741

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.088724017       0.068381893  -1.29748     1.000000
12434 LAMAAS  ( -1)       0.931549098       0.024501103  38.02070    -4.097354
12432 PMAAS   (  0)      -0.152160258       0.059385474  -2.56225     1.188348

SE of equation            =     0.168434060
Sum of squared residuals  =  5.07823585       0.588906701E-11
Average absolute error    =     0.126071595
Sum of ABS residuals      =  22.9450302    
R squared                 =   0.95230
Durbin-Watson statistic   =   2.60996
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3!         +*                           !!          .   .0  .          !
 1967.4!          +*                          !!          .   . 0 .          !
 1968.1!           +                          !!          .   0   .          !
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 1968.3!            + *                       !!          .   .  0.          !
 1968.4!              +*                      !!          .   .0  .          !
 1969.1!               +*                     !!          .   . 0 .          !
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 1983.2!       *       +                      !!0         .   .   .          !
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 1984.1!    +        *                        !!          .   .   .          0
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 1987.3!                   * +                !!          .0  .   .          !
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 1988.1!                    *      +          !! 0        .   .   .          !
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 1991.4!                          + *         !!          .   .   0          !
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 2004.3!                                  +   !!          .  0.   .          !
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 2005.4!                                   +* !!          .   .0  .          !
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 2007.3!                                   *+ !!          .0  .   .          !
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 2008.1!                                   + *!!          .   .  0.          !
 2008.2!                                     +!!          .   .0  .          !
 2008.3!                                    *+!!          . 0 .   .          !
 2008.4!                                   +  !!          .  0.   .          !
 2009.1!                                  *+  !!          .  0.   .          !
 2009.2!                                  +   !!          .   . 0 .          !
 2009.3!                                * +   !!          .0  .   .          !
 2009.4!                                +   * !!          .   .   .  0       !
 2010.1!                                   *+ !!          .  0.   .          !
 2010.2!                                   +  *!          .   .   .0         !
 2010.3!                                    *+!!          . 0 .   .          !
 2010.4!                                    + !!          .   0   .          !
 2011.1!                                    +*!!          .   .  0.          !
 2011.2!                                     +!!          .   0   .          !
 2011.3!                                  *  +!!         0.   .   .          !
 2011.4!                                  + * !!          .   .   .0         !
 2012.1!                                    + *!          .   .   0          !
 2012.2!                                    *+!!          .0  .   .          !
 2012.3!                                  *+  !!          . 0 .   .          !
 2012.4!                                  +  *!!          .   .   .  0       !


     21.98 percent of the residuals exceed 1 SE
      4.40 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPAAS=PAPX$Q/ASPMM;                                                     
 GENR LAAPAAS=LOG(AAPAAS+.00001);                                             
 GENR LAPAAS=LOG(APAAS+.00001);                                               
 LHS AAPAAS=EXP(LAAPAAS)-.00001;                                              
  EQ  657 LAAPAAS C LAPAAS(-1) PPAAS;                                         
EQUATION 676  LAAPAAS  
   RHS     C  LAPAAS(-1)  PPAAS  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  676 PLOT=0;END;                                                     

Equation number =  676
**********************

Dependent variable = LAAPAAS 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -6.773469716

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.336119651       0.320786684  -4.16513     1.000000
12437 LAPAAS  ( -1)       0.777182685       0.054011513  14.38920    -6.770851
12435 PPAAS   (  0)      -0.137721939       0.135495080  -1.01643     1.271851

SE of equation            =     0.324143035
Sum of squared residuals  =  16.7059245       0.482023310E-10
Average absolute error    =     0.222775745
Sum of ABS residuals      =  36.0896706    
R squared                 =   0.64651
Durbin-Watson statistic   =   2.47242
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!                   *+                 !!           .  0  .           !
 1972.4!                 * +                  !!           .0 .  .           !
 1973.1!         *       +                    !!        0  .  .  .           !
 1973.2!           +            *             !!           .  .  .      0    !
 1973.3!                  *   +               !!           0  .  .           !
 1973.4!                  +*                  !!           .  .0 .           !
 1974.1!                  +                   *!           .  .  .           0
 1974.2!                       *         +    !!       0   .  .  .           !
 1974.3!             *        +               !!       0   .  .  .           !
 1974.4!    *         +                       !!       0   .  .  .           !
 1975.1!    *  +                              !!           0  .  .           !
 1975.2!       +                              !!           .  0  .           !
 1975.3!         + *                          !!           .  . 0.           !
 1975.4!             + *                      !!           .  . 0.           !
 1976.1!       *        +                     !!       0   .  .  .           !
 1976.2!       * +                            !!           .0 .  .           !
 1976.3!         +     *                      !!           .  .  .0          !
 1976.4!          *    +                      !!          0.  .  .           !
 1977.1*           +                          !!     0     .  .  .           !
 1977.2!   +      *                           !!           .  .  .  0        !
 1977.3!     *      +                         !!         0 .  .  .           !
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 1978.3!         +*                           !!           .  .0 .           !
 1978.4!        *   +                         !!           .0 .  .           !
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 1982.4!        *    +                        !!          0.  .  .           !
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 1983.3!               +    *                 !!           .  .  0           !
 1983.4!           *       +                  !!        0  .  .  .           !
 1984.1!           +    *                     !!           .  .  .0          !
 1984.2!            *    +                    !!           0  .  .           !
 1984.3!             +  *                     !!           .  . 0.           !
 1984.4!               *+                     !!           . 0.  .           !
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 2009.3!               * +                    !!           . 0.  .           !
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 2010.2!             *  +                     !!           .0 .  .           !
 2010.3!               +*                     !!           .  .0 .           !
 2010.4!              *  +                    !!           .0 .  .           !
 2011.1!               +                      !!           .  0  .           !
 2011.2!              * +                     !!           . 0.  .           !
 2011.3!              *+                      !!           . 0.  .           !
 2011.4!            *  +                      !!           .0 .  .           !
 2012.1!             +*                       !!           .  .0 .           !
 2012.2!           *   +                      !!           0  .  .           !
 2012.3!             +*                       !!           .  .0 .           !
 2012.4!              *+                      !!           . 0.  .           !


     17.90 percent of the residuals exceed 1 SE
      6.17 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPHAS=PHPX$Q/ASPMM;                                                     
 GENR LAAPHAS=LOG(AAPHAS+.00001);                                             
 GENR LAPHAS=LOG(APHAS+.00001);                                               
 LHS AAPHAS=EXP(LAAPHAS)-.00001;                                              
  EQ  658 LAAPHAS C LAPHAS(-1) PPHAS;                                         
EQUATION 677  LAAPHAS  
   RHS     C  LAPHAS(-1)  PPHAS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  677 PLOT=0;END;                                                     

Equation number =  677
**********************

Dependent variable = LAAPHAS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.836756913

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.405674390       0.123528539  -3.28405     1.000000
12440 LAPHAS  ( -1)       0.885607278       0.030554577  28.98444    -5.839903
12438 PPHAS   (  0)      -0.228259562       0.080153346  -2.84779     1.135644

SE of equation            =     0.164784070
Sum of squared residuals  =  5.02345110      -0.119104726E-11
Average absolute error    =     0.126896102
Sum of ABS residuals      =  23.8564672    
R squared                 =   0.92829
Durbin-Watson statistic   =   2.67178
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!   +                                  !!          .   .0  .          !
 1966.2!    +                                 !!          .   .0  .          !
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 2002.3!                          +       *   !!          .   .   .          0
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 2006.4!                          +*          !!          .   . 0 .          !
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 2007.3!                        *  +          !!          0   .   .          !
 2007.4!                       +*             !!          .   .0  .          !
 2008.1!                  *    +              !!      0   .   .   .          !
 2008.2!                   + *                !!          .   .   0          !
 2008.3!                     +                !!          .   0   .          !
 2008.4!                 *   +                !!        0 .   .   .          !
 2009.1!                 +                    !!          .   0   .          !
 2009.2!                 + *                  !!          .   .  0.          !
 2009.3!              *    +                  !!      0   .   .   .          !
 2009.4!            *  +                      !!         0.   .   .          !
 2010.1!            +     *                   !!          .   .   .     0    !
 2010.2!            *     +                   !!    0     .   .   .          !
 2010.3!             +*                       !!          .   . 0 .          !
 2010.4!             *+                       !!          .  0.   .          !
 2011.1!              +   *                   !!          .   .   .   0      !
 2011.2!            *     +                   !!    0     .   .   .          !
 2011.3!            *+                        !!          .  0.   .          !
 2011.4!           *+                         !!          .0  .   .          !
 2012.1!           + *                        !!          .   .   0          !
 2012.2!           *  +                       !!          0   .   .          !
 2012.3!           +                          !!          .  0.   .          !
 2012.4!           +                          !!          .  0.   .          !


     27.66 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHAS=THPX$Q/ASPMM;                                                     
 GENR LAATHAS=LOG(AATHAS+.00001);                                             
 GENR LATHAS=LOG(ATHAS+.00001);                                               
 LHS AATHAS=EXP(LAATHAS)-.00001;                                              
  EQ  659 LAATHAS C LATHAS(-1) PTHAS;                                         
EQUATION 678  LAATHAS  
   RHS     C  LATHAS(-1)  PTHAS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  678 PLOT=0;END;                                                     

Equation number =  678
**********************

Dependent variable = LAATHAS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.875150048

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.025335856       0.070636210  -0.35868     1.000000
12443 LATHAS  ( -1)       0.977821563       0.010177908  96.07294    -4.902188
12441 PTHAS   (  0)      -0.048637364       0.076971896  -0.63188     1.158564

SE of equation            =     0.144804161
Sum of squared residuals  =  3.87912532      -0.246940246E-10
Average absolute error    =     0.104565558
Sum of ABS residuals      =  19.6583249    
R squared                 =   0.98804
Durbin-Watson statistic   =   2.38973
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1+*                                     !!         .    .    .0        !
 1966.2! +*                                   !!         .    .    .0        !
 1966.3!  + *                                 !!         .    .    .0        !
 1966.4!    + *                               !!         .    .    .  0      !
 1967.1!      +*                              !!         .    . 0  .         !
 1967.2!       +                              !!         .    0    .         !
 1967.3!       *+                             !!         .   0.    .         !
 1967.4!        +                             !!         .   0.    .         !
 1968.1!     *  +                             !!  0      .    .    .         !
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 1978.4!              +                       !!         .    .0   .         !
 1979.1!              + *                     !!         .    .    .0        !
 1979.2!               *+                     !!         .  0 .    .         !
 1979.3!                +                     !!         .    .  0 .         !
 1979.4!                 +                    !!         .    0    .         !
 1980.1!                 +                    !!         .    .0   .         !
 1980.2!                 *+                   !!         .  0 .    .         !
 1980.3!                * +                   !!      0  .    .    .         !
 1980.4!                + *                   !!         .    .    .   0     !
 1981.1!                 *+                   !!        0.    .    .         !
 1981.2!                 +                    !!         .   0.    .         !
 1981.3!                 +                    !!         .   0.    .         !
 1981.4!                 *+                   !!         .0   .    .         !
 1982.1!                 +                    !!         .    0    .         !
 1982.2!                * +                   !!         0    .    .         !
 1982.3!                 +*                   !!         .    .    . 0       !
 1982.4!                  *+                  !!         .  0 .    .         !
 1983.1!                  + *                 !!         .    .    .  0      !
 1983.2!                   *+                 !!      0  .    .    .         !
 1983.3!                   +*                 !!         .    .   0.         !
 1983.4!                 *  +                 !!  0      .    .    .         !
 1984.1!                  +  *                !!         .    .    .        0!
 1984.2!                    *+                !!         . 0  .    .         !
 1984.3!                    +*                !!         .    .   0.         !
 1984.4!                     +                !!         .  0 .    .         !
 1985.1!                     +                !!         .  0 .    .         !
 1985.2!                     +                !!         .  0 .    .         !
 1985.3!                     +                !!         .   0.    .         !
 1985.4!                     +*               !!         .    . 0  .         !
 1986.1!                     *+               !!         .  0 .    .         !
 1986.2!                      +*              !!         .    .    . 0       !
 1986.3!                       *+             !!         .  0 .    .         !
 1986.4!                       +*             !!         .    .0   .         !
 1987.1!                        +*            !!         .    .   0.         !
 1987.2!                         +            !!         .  0 .    .         !
 1987.3!                         +            !!         .    0    .         !
 1987.4!                        *+            !!         .0   .    .         !
 1988.1!                        +             !!         .   0.    .         !
 1988.2!                        +             !!         . 0  .    .         !
 1988.3!                        +             !!         .    .0   .         !
 1988.4!                        +             !!         .  0 .    .         !
 1989.1!                        +             !!         .    . 0  .         !
 1989.2!                        *+            !!         .  0 .    .         !
 1989.3!                        +             !!         .  0 .    .         !
 1989.4!                        +             !!         .    .0   .         !
 1990.1!                        *+            !!         .   0.    .         !
 1990.2!                        *+            !!         .   0.    .         !
 1990.3!                         +*           !!         .    .    .0        !
 1990.4!                          +           !!         .    .0   .         !
 1991.1!                           +          !!         .    .  0 .         !
 1991.2!                          *+          !!         .0   .    .         !
 1991.3!                           +*         !!         .    .    0         !
 1991.4!                            +         !!         .    .0   .         !
 1992.1!                            +*        !!         .    . 0  .         !
 1992.2!                            *+        !!         .  0 .    .         !
 1992.3!                           * +        !!     0   .    .    .         !
 1992.4!                           +          !!         .    0    .         !
 1993.1!                           +          !!         .    .0   .         !
 1993.2!                           +          !!         .   0.    .         !
 1993.3!                           +          !!         .    0    .         !
 1993.4!                           +          !!         .  0 .    .         !
 1994.1!                           +          !!         .    .0   .         !
 1994.2!                           +          !!         .   0.    .         !
 1994.3!                           +          !!         .   0.    .         !
 1994.4!                           +*         !!         .    .    0         !
 1995.1!                            +         !!         .   0.    .         !
 1995.2!                           *+         !!         .0   .    .         !
 1995.3!                            +         !!         .    .0   .         !
 1995.4!                            +         !!         .    0    .         !
 1996.1!                           *+         !!       0 .    .    .         !
 1996.2!                           +          !!         .    . 0  .         !
 1996.3!                           +          !!         .    .0   .         !
 1996.4!                           +*         !!         .    .  0 .         !
 1997.1!                            +         !!         .   0.    .         !
 1997.2!                           *+         !!         .  0 .    .         !
 1997.3!                           +          !!         .  0 .    .         !
 1997.4!                           +*         !!         .    .   0.         !
 1998.1!                            +         !!         .    .0   .         !
 1998.2!                            +         !!         .    .0   .         !
 1998.3!                            *+        !!         .  0 .    .         !
 1998.4!                            +*        !!         .    .  0 .         !
 1999.1!                             +*       !!         .    .    . 0       !
 1999.2!                              +*      !!         .    . 0  .         !
 1999.3!                               +      !!         .    0    .         !
 1999.4!                              *+      !!         .0   .    .         !
 2000.1!                              +*      !!         .    .    0         !
 2000.2!                               +      !!         .    .0   .         !
 2000.3!                                +     !!         .    . 0  .         !
 2000.4!                                +     !!         .  0 .    .         !
 2001.1!                               *+     !!         .0   .    .         !
 2001.2!                               +      !!         .    . 0  .         !
 2001.3!                               +*     !!         .    . 0  .         !
 2001.4!                               *+     !!         .0   .    .         !
 2002.1!                               +*     !!         .    .  0 .         !
 2002.2!                                +     !!         .    0    .         !
 2002.3!                               *+     !!         .  0 .    .         !
 2002.4!                               +      !!         .    .0   .         !
 2003.1!                                +     !!         .    .   0.         !
 2003.2!                                +*    !!         .    .   0.         !
 2003.3!                                *+    !!       0 .    .    .         !
 2003.4!                                +     !!         .    . 0  .         !
 2004.1!                                +     !!         .    .0   .         !
 2004.2!                                +     !!         .    0    .         !
 2004.3!                               *+     !!        0.    .    .         !
 2004.4!                               +*     !!         .    . 0  .         !
 2005.1!                                +*    !!         .    .    0         !
 2005.2!                                 +    !!         .    0    .         !
 2005.3!                                 +    !!         .   0.    .         !
 2005.4!                                *+    !!         .   0.    .         !
 2006.1!                                +*    !!         .    .   0.         !
 2006.2!                                 +*   !!         .    .    0         !
 2006.3!                                  +   !!         .    0    .         !
 2006.4!                                  +   !!         .    .0   .         !
 2007.1!                                  + * !!         .    .    . 0       !
 2007.2!                                  * + !!       0 .    .    .         !
 2007.3!                                  +*  !!         .    . 0  .         !
 2007.4!                                   +  !!         .    .  0 .         !
 2008.1!                                   +* !!         .    .  0 .         !
 2008.2!                                   *+ !!         .   0.    .         !
 2008.3!                                   +* !!         .    . 0  .         !
 2008.4!                                   *+ !!         .  0 .    .         !
 2009.1!                                   +  *!         .    .    .       0 !
 2009.2!                                    * +!    0    .    .    .         !
 2009.3!                                    +*!!         .    .    . 0       !
 2009.4!                                     +!!         .   0.    .         !
 2010.1!                                    *+!!         .  0 .    .         !
 2010.2!                                    + *!         .    .    .  0      !
 2010.3!                                   *  +!  0      .    .    .         !
 2010.4!                                   +  !!         .    .0   .         !
 2011.1!                                   +  !!         .    0    .         !
 2011.2!                                  *+  !!         .0   .    .         !
 2011.3!                                  +   !!         .    0    .         !
 2011.4!                                * +   !!    0    .    .    .         !
 2012.1!                                + *   !!         .    .    .  0      !
 2012.2!                                 + *  !!         .    .    0         !
 2012.3!                                  +*  !!         .    .   0.         !
 2012.4!                                   +  !!         .    0    .         !


     25.53 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHAS=CHPX$Q/ASPMM;                                                     
 GENR LAACHAS=LOG(AACHAS+.00001);                                             
 GENR LACHAS=LOG(ACHAS+.00001);                                               
 LHS AACHAS=EXP(LAACHAS)-.00001;                                              
  EQ  660 LAACHAS C LACHAS(-1) PCHAS;                                         
EQUATION 679  LAACHAS  
   RHS     C  LACHAS(-1)  PCHAS  
 SMPL 1981.4 2012.4;                                                          
Sample period is now  1981.4 to  2012.4 Internally:   120 to   244
 OLS;EST  679 PLOT=0;END;                                                     

Equation number =  679
**********************

Dependent variable = LAACHAS 

 1981.4 -   2012.4,    0 missing obs.,  125 obs. used.

Mean of dependent variable       -3.343363473

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.007743706       0.197025086   0.03930     1.000000
12446 LACHAS  ( -1)       0.984787825       0.018510063  53.20283    -3.368444
12444 PCHAS   (  0)      -0.030686749       0.194626114  -0.15767     1.104844

SE of equation            =     0.198948210
Sum of squared residuals  =  4.82880759       0.437427872E-13
Average absolute error    =     0.152084635
Sum of ABS residuals      =  19.0105793    
R squared                 =   0.96627
Durbin-Watson statistic   =   2.48521
SMPL and No. Obs.         = 1981.4   2012.4    125

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.4!   +   *                              !!        .     .     .   0    !
 1982.1!    *   +                             !!      0 .     .     .        !
 1982.2!  *  +                                !!       0.     .     .        !
 1982.3!  +                                   !!        .    0.     .        !
 1982.4!   +  *                               !!        .     .     .   0    !
 1983.1!   *   +                              !!    0   .     .     .        !
 1983.2!   +                                  !!        .    0.     .        !
 1983.3!   +                                  !!        .   0 .     .        !
 1983.4!*  +                                  !!     0  .     .     .        !
 1984.1!+   *                                 !!        .     .     .   0    !
 1984.2! *  +                                 !!     0  .     .     .        !
 1984.3! +*                                   !!        .     . 0   .        !
 1984.4!   +*                                 !!        .     .    0.        !
 1985.1*     +                                !0        .     .     .        !
 1985.2*+                                     !!        .     0     .        !
 1985.3*+                                     !!        .   0 .     .        !
 1985.4!+  *                                  !!        .     .     . 0      !
 1986.1!*  +                                  !!      0 .     .     .        !
 1986.2! +                                    !!        .     . 0   .        !
 1986.3!  +                                   !!        .    0.     .        !
 1986.4!  +   *                               !!        .     .     .   0    !
 1987.1!  *    +                              !!  0     .     .     .        !
 1987.2!  +  *                                !!        .     .     .0       !
 1987.3!      +                               !!        .     . 0   .        !
 1987.4!       +  *                           !!        .     .     . 0      !
 1988.1!      *   +                           !!  0     .     .     .        !
 1988.2!   *  +                               !!       0.     .     .        !
 1988.3!    + *                               !!        .     .     0        !
 1988.4!       +*                             !!        .     .   0 .        !
 1989.1!     *   +                            !!    0   .     .     .        !
 1989.2!    * +                               !!        . 0   .     .        !
 1989.3!     +                                !!        .     0     .        !
 1989.4!     +*                               !!        .     .0    .        !
 1990.1!     *+                               !!        .   0 .     .        !
 1990.2!    * +                               !!        . 0   .     .        !
 1990.3!     + *                              !!        .     .     0        !
 1990.4!        +    *                        !!        .     .     .      0 !
 1991.1!          *  +                        !!     0  .     .     .        !
 1991.2!       *  +                           !!      0 .     .     .        !
 1991.3!        + *                           !!        .     .     0        !
 1991.4!          + *                         !!        .     .    0.        !
 1992.1!          * +                         !!       0.     .     .        !
 1992.2!         *+                           !!        . 0   .     .        !
 1992.3!         +  *                         !!        .     .     . 0      !
 1992.4!             +                        !!        .     0     .        !
 1993.1!             +                        !!        .     .0    .        !
 1993.2!             *+                       !!        .   0 .     .        !
 1993.3!             +   *                    !!        .     .     . 0      !
 1993.4!                 + *                  !!        .     .    0.        !
 1994.1!              *    +                  !! 0      .     .     .        !
 1994.2!               +*                     !!        .     .  0  .        !
 1994.3!                +*                    !!        .     . 0   .        !
 1994.4!                 +    *               !!        .     .     .    0   !
 1995.1!                *     +               !!0       .     .     .        !
 1995.2!                 +                    !!        .     0     .        !
 1995.3!                 +*                   !!        .     . 0   .        !
 1995.4!                  + *                 !!        .     .    0.        !
 1996.1!               *    +                 !! 0      .     .     .        !
 1996.2!                +                     !!        .     0     .        !
 1996.3!                + *                   !!        .     .     0        !
 1996.4!                   +                  !!        .     .0    .        !
 1997.1!                 * +                  !!       0.     .     .        !
 1997.2!                 +                    !!        .     .0    .        !
 1997.3!                 +  *                 !!        .     .     0        !
 1997.4!                    +*                !!        .     . 0   .        !
 1998.1!                  *  +                !!     0  .     .     .        !
 1998.2!                  +                   !!        .     .0    .        !
 1998.3!                   + *                !!        .     .     .0       !
 1998.4!                     +*               !!        .     .0    .        !
 1999.1!                    * +               !!        0     .     .        !
 1999.2!                    +                 !!        .    0.     .        !
 1999.3!                    +  *              !!        .     .     0        !
 1999.4!                       +              !!        .     0     .        !
 2000.1!                      *+              !!        .  0  .     .        !
 2000.2!                      +*              !!        .     . 0   .        !
 2000.3!                       + *            !!        .     .    0.        !
 2000.4!                        *+            !!        .   0 .     .        !
 2001.1!                       *+             !!        .  0  .     .        !
 2001.2!                       +              !!        .    0.     .        !
 2001.3!                       +  *           !!        .     .     .0       !
 2001.4!                         *+           !!        .   0 .     .        !
 2002.1!                        *+            !!        .   0 .     .        !
 2002.2!                        +             !!        .     0     .        !
 2002.3!                        +  *          !!        .     .     .0       !
 2002.4!                           +          !!        .    0.     .        !
 2003.1!                          *+          !!        .  0  .     .        !
 2003.2!                          +           !!        .     .0    .        !
 2003.3!                           +*         !!        .     .    0.        !
 2003.4!                            +*        !!        .     .  0  .        !
 2004.1!                            * +       !!        .0    .     .        !
 2004.2!                            +*        !!        .     .  0  .        !
 2004.3!                             +*       !!        .     .  0  .        !
 2004.4!                               +      !!        .     . 0   .        !
 2005.1!                              *+      !!        . 0   .     .        !
 2005.2!                              +       !!        .     0     .        !
 2005.3!                              + *     !!        .     .   0 .        !
 2005.4!                                +     !!        .     0     .        !
 2006.1!                               *+     !!        . 0   .     .        !
 2006.2!                               +      !!        .     0     .        !
 2006.3!                               + *    !!        .     .    0.        !
 2006.4!                                 +*   !!        .     . 0   .        !
 2007.1!                                * +   !!        .0    .     .        !
 2007.2!                                +*    !!        .     . 0   .        !
 2007.3!                                 +*   !!        .     .   0 .        !
 2007.4!                                  +   !!        .    0.     .        !
 2008.1!                                * +   !!        .0    .     .        !
 2008.2!                                 +    !!        .     .0    .        !
 2008.3!                                 +*   !!        .     .  0  .        !
 2008.4!                                  +*  !!        .     . 0   .        !
 2009.1!                                  *+  !!        . 0   .     .        !
 2009.2!                                  +   !!        .     0     .        !
 2009.3!                                  + * !!        .     .   0 .        !
 2009.4!                                    + !!        .    0.     .        !
 2010.1!                                   *+ !!        .   0 .     .        !
 2010.2!                                   +  !!        .     .0    .        !
 2010.3!                                   + *!!        .     .     0        !
 2010.4!                                     +*!        .     .0    .        !
 2011.1!                                    * +!        .0    .     .        !
 2011.2!                                    + !!        .     .0    .        !
 2011.3!                                    +*!!        .     . 0   .        !
 2011.4!                                     +!!        .    0.     .        !
 2012.1!                                   * +!!        .0    .     .        !
 2012.2!                                   + *!!        .     .   0 .        !
 2012.3!                                     +*!        .     . 0   .        !
 2012.4!                                      +!        .     .0    .        !


     29.60 percent of the residuals exceed 1 SE
      5.60 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PARAS=ARPX$Q/ASPMM;                                                     
 GENR LAAARAS=LOG(AAARAS+.00001);                                             
 GENR LAARAS=LOG(AARAS+.00001);                                               
 LHS AAARAS=EXP(LAAARAS)-.00001;                                              
  EQ  661 LAAARAS C LAARAS(-1) PARAS;                                         
EQUATION 680  LAAARAS  
   RHS     C  LAARAS(-1)  PARAS  
 SMPL 1970.3 2012.4;                                                          
Sample period is now  1970.3 to  2012.4 Internally:    75 to   244
 OLS;EST  680 PLOT=0;END;                                                     

Equation number =  680
**********************

Dependent variable = LAAARAS 

 1970.3 -   2012.4,    0 missing obs.,  170 obs. used.

Mean of dependent variable       -7.191749196

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.328120121       0.459407016  -2.89094     1.000000
12449 LAARAS  ( -1)       0.782235022       0.047926748  16.32147    -7.203239
12447 PARAS   (  0)      -0.199173179       0.275995616  -0.72165     1.149768

SE of equation            =     0.562513832
Sum of squared residuals  =  52.8424425      -0.257207589E-10
Average absolute error    =     0.430479345
Sum of ABS residuals      =  73.1814886    
R squared                 =   0.61671
Durbin-Watson statistic   =   2.63946
SMPL and No. Obs.         = 1970.3   2012.4    170

Plot of actual(*) and fitted(+) values and residuals(0)


 1970.3!               +   *                  !!          .   .   0          !
 1970.4!         *          +                 !!     0    .   .   .          !
 1971.1!   *        +                         !!       0  .   .   .          !
 1971.2!       +     *                        !!          .   .   0          !
 1971.3!             * +                      !!          . 0 .   .          !
 1971.4!         *     +                      !!         0.   .   .          !
 1972.1!          * +                         !!          .  0.   .          !
 1972.2!     *       +                        !!       0  .   .   .          !
 1972.3!     *   +                            !!          .0  .   .          !
 1972.4!    *    +                            !!          0   .   .          !
 1973.1!        +   *                         !!          .   .  0.          !
 1973.2!             *+                       !!          .  0.   .          !
 1973.3!          *    +                      !!         0.   .   .          !
 1973.4!            +          *              !!          .   .   .    0     !
 1974.1!             *         +              !!      0   .   .   .          !
 1974.2!               +             *        !!          .   .   .      0   !
 1974.3!                *           +         !!    0     .   .   .          !
 1974.4!                 +                    !!          .  0.   .          !
 1975.1!       *          +                   !!     0    .   .   .          !
 1975.2!          +*                          !!          .   .0  .          !
 1975.3!       *      +                       !!         0.   .   .          !
 1975.4!          + *                         !!          .   . 0 .          !
 1976.1!          *   +                       !!          0   .   .          !
 1976.2!          *  +                        !!          . 0 .   .          !
 1976.3!         *   +                        !!          .0  .   .          !
 1976.4!            +     *                   !!          .   .   .0         !
 1977.1! *                 +                  !0          .   .   .          !
 1977.2!      +            *                  !!          .   .   .      0   !
 1977.3!              *     +                 !!         0.   .   .          !
 1977.4!        *       +                     !!       0  .   .   .          !
 1978.1!           +       *                  !!          .   .   .  0       !
 1978.2!             *      +                 !!         0.   .   .          !
 1978.3!                + *                   !!          .   . 0 .          !
 1978.4!            *      +                  !!        0 .   .   .          !
 1979.1!            *  +                      !!          .0  .   .          !
 1979.2!              +   *                   !!          .   .   0          !
 1979.3!           *       +                  !!       0  .   .   .          !
 1979.4!              +   *                   !!          .   .  0.          !
 1980.1!                 * +                  !!          . 0 .   .          !
 1980.2!            *     +                   !!        0 .   .   .          !
 1980.3!              +*                      !!          .   .0  .          !
 1980.4!                 +*                   !!          .   .0  .          !
 1981.1!           *       +                  !!       0  .   .   .          !
 1981.2!             +           *            !!          .   .   .     0    !
 1981.3!               *        +             !!      0   .   .   .          !
 1981.4!          *     +                     !!         0.   .   .          !
 1982.1!          *  +                        !!          . 0 .   .          !
 1982.2!   *         +                        !!      0   .   .   .          !
 1982.3*       +                              !!        0 .   .   .          !
 1982.4!    +          *                      !!          .   .   .    0     !
 1983.1!                +    *                !!          .   .   0          !
 1983.2!         *           +                !!    0     .   .   .          !
 1983.3!            +   *                     !!          .   .   0          !
 1983.4!                *+                    !!          .  0.   .          !
 1984.1!        *       +                     !!       0  .   .   .          !
 1984.2!           +                          !!          .   0   .          !
 1984.3!             +    *                   !!          .   .   0          !
 1984.4!                   +   *              !!          .   .   0          !
 1985.1!                       + *            !!          .   . 0 .          !
 1985.2!                      * +             !!          . 0 .   .          !
 1985.3!                      +     *         !!          .   .   .0         !
 1985.4!                          *+          !!          .  0.   .          !
 1986.1!                       * +            !!          . 0 .   .          !
 1986.2!                       +*             !!          .   .0  .          !
 1986.3!                        +  *          !!          .   .  0.          !
 1986.4!                          +   *       !!          .   .  0.          !
 1987.1!                         *   +        !!          .0  .   .          !
 1987.2!                         +    *       !!          .   .   .0         !
 1987.3!                           * +        !!          .  0.   .          !
 1987.4!                          +   *       !!          .   .  0.          !
 1988.1!                             + *      !!          .   . 0 .          !
 1988.2!                           * +        !!          .  0.   .          !
 1988.3!                          + *         !!          .   .0  .          !
 1988.4!                           +      *   !!          .   .   . 0        !
 1989.1!                               + *    !!          .   .0  .          !
 1989.2!                               +     *!!          .   .   .0         !
 1989.3!                                  +   *!          .   .  0.          !
 1989.4!                                  *+  !!          .   0   .          !
 1990.1!                             *  +     !!          .0  .   .          !
 1990.2!                           +     *    !!          .   .   0          !
 1990.3!                              *+      !!          .  0.   .          !
 1990.4!                          * +         !!          . 0 .   .          !
 1991.1!                          + *         !!          .   . 0 .          !
 1991.2!                        *  +          !!          . 0 .   .          !
 1991.3!                        +  *          !!          .   . 0 .          !
 1991.4!                          +   *       !!          .   .  0.          !
 1992.1!                           * +        !!          . 0 .   .          !
 1992.2!                    *     +           !!         0.   .   .          !
 1992.3!                     + *              !!          .   . 0 .          !
 1992.4!                       + *            !!          .   . 0 .          !
 1993.1!                         +  *         !!          .   . 0 .          !
 1993.2!                           +          !!          .   0   .          !
 1993.3!                          + *         !!          .   . 0 .          !
 1993.4!                           +  *       !!          .   . 0 .          !
 1994.1!                          * +         !!          . 0 .   .          !
 1994.2!                       * +            !!          . 0 .   .          !
 1994.3!                     * +              !!          .  0.   .          !
 1994.4!                      +    *          !!          .   .   0          !
 1995.1!                       *  +           !!          . 0 .   .          !
 1995.2!                    *  +              !!          . 0 .   .          !
 1995.3!                     +*               !!          .   .0  .          !
 1995.4!                      +     *         !!          .   .   .0         !
 1996.1!                     *     +          !!         0.   .   .          !
 1996.2!                     +   *            !!          .   .  0.          !
 1996.3!                         +*           !!          .   .0  .          !
 1996.4!                         +  *         !!          .   .  0.          !
 1997.1!                       *   +          !!          0   .   .          !
 1997.2!                      *+              !!          .  0.   .          !
 1997.3!                      +    *          !!          .   .   0          !
 1997.4!                    *     +           !!         0.   .   .          !
 1998.1!                    +                 !!          .   0   .          !
 1998.2!                     + *              !!          .   . 0 .          !
 1998.3!                *      +              !!        0 .   .   .          !
 1998.4!                 +       *            !!          .   .   . 0        !
 1999.1!                         +*           !!          .   .0  .          !
 1999.2!                        * +           !!          .  0.   .          !
 1999.3!                       *+             !!          .  0.   .          !
 1999.4!                       +*             !!          .   .0  .          !
 2000.1!                        +  *          !!          .   . 0 .          !
 2000.2!                       *  +           !!          .0  .   .          !
 2000.3!                       +   *          !!          .   .   0          !
 2000.4!                        * +           !!          . 0 .   .          !
 2001.1!                        +   *         !!          .   .  0.          !
 2001.2!                       *   +          !!          .0  .   .          !
 2001.3!                       +*             !!          .   .0  .          !
 2001.4!                        +  *          !!          .   . 0 .          !
 2002.1!                          +           !!          .   0   .          !
 2002.2!                         +    *       !!          .   .   0          !
 2002.3!                            +*        !!          .   .0  .          !
 2002.4!                           *+         !!          .   0   .          !
 2003.1!                         *+           !!          .  0.   .          !
 2003.2!                         +    *       !!          .   .   0          !
 2003.3!                            +  *      !!          .   . 0 .          !
 2003.4!                          *  +        !!          . 0 .   .          !
 2004.1!                         +            !!          .  0.   .          !
 2004.2!                        +*            !!          .   .0  .          !
 2004.3!                         +  *         !!          .   .  0.          !
 2004.4!                           +*         !!          .   0   .          !
 2005.1!                           +*         !!          .   .0  .          !
 2005.2!                           +*         !!          .   .0  .          !
 2005.3!                           +          !!          .   0   .          !
 2005.4!                          +           !!          .   0   .          !
 2006.1!                         +            !!          .   0   .          !
 2006.2!                         +            !!          .   0   .          !
 2006.3!                        +*            !!          .   .0  .          !
 2006.4!                         +*           !!          .   .0  .          !
 2007.1!                         + *          !!          .   .0  .          !
 2007.2!                          + *         !!          .   . 0 .          !
 2007.3!                          +*          !!          .   .0  .          !
 2007.4!                          +*          !!          .   .0  .          !
 2008.1!                          +*          !!          .   .0  .          !
 2008.2!                        *+            !!          .  0.   .          !
 2008.3!                      +  *            !!          .   .  0.          !
 2008.4!                       +   *          !!          .   .  0.          !
 2009.1!                         + *          !!          .   . 0 .          !
 2009.2!                         +            !!          .  0.   .          !
 2009.3!                       +      *       !!          .   .   .0         !
 2009.4!                    *      +          !!        0 .   .   .          !
 2010.1!                     + *              !!          .   . 0 .          !
 2010.2!                      +   *           !!          .   .  0.          !
 2010.3!                         +     *      !!          .   .   .0         !
 2010.4!                             +        !!          .   0   .          !
 2011.1!                           +    *     !!          .   .   0          !
 2011.2!                             + *      !!          .   .0  .          !
 2011.3!                             +   *    !!          .   .  0.          !
 2011.4!                              + *     !!          .   . 0 .          !
 2012.1!                              + *     !!          .   . 0 .          !
 2012.2!                             + *      !!          .   . 0 .          !
 2012.3!                             +   *    !!          .   .   0          !
 2012.4!                              +       !!          .   0   .          !


     27.65 percent of the residuals exceed 1 SE
      5.88 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRAS=BRPX$Q/ASPMM;                                                     
 GENR LAABRAS=LOG(AABRAS+.00001);                                             
 GENR LABRAS=LOG(ABRAS+.00001);                                               
 LHS AABRAS=EXP(LAABRAS)-.00001;                                              
  EQ  662 LAABRAS C LABRAS(-1) PBRAS;                                         
EQUATION 681  LAABRAS  
   RHS     C  LABRAS(-1)  PBRAS  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  681 PLOT=0;END;                                                     

Equation number =  681
**********************

Dependent variable = LAABRAS 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.180268676

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.861615740       0.268511700  -3.20886     1.000000
12452 LABRAS  ( -1)       0.763135141       0.061271223  12.45503    -5.169760
12450 PBRAS   (  0)      -0.389593509       0.143999431  -2.70552     0.958506

SE of equation            =     0.234689677
Sum of squared residuals  =  6.77474707      -0.450448567E-10
Average absolute error    =     0.177058484
Sum of ABS residuals      =  22.3093690    
R squared                 =   0.69761
Durbin-Watson statistic   =   2.38281
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                        +    *        !!         .    .    .0        !
 1981.4!                            + *       !!         .    . 0  .         !
 1982.1!                          * +         !!         .  0 .    .         !
 1982.2!                       *  +           !!         . 0  .    .         !
 1982.3!                      +             * !!         .    .    .         0
 1982.4!                               *+     !!         .   0.    .         !
 1983.1!                             +*       !!         .    .0   .         !
 1983.2!                            +*        !!         .    .0   .         !
 1983.3!                           + *        !!         .    .  0 .         !
 1983.4!                          *+          !!         .  0 .    .         !
 1984.1!                     +      *         !!         .    .    .  0      !
 1984.2!                           +      *   !!         .    .    . 0       !
 1984.3!                             +        *!         .    .    .    0    !
 1984.4!                                 +    !!         .    0    .         !
 1985.1!                     *         +      !!  0      .    .    .         !
 1985.2!                     +         *      !!         .    .    .      0  !
 1985.3!                             *+       !!         .    0    .         !
 1985.4!                            +      *  !!         .    .    .   0     !
 1986.1!                          *       +   !!    0    .    .    .         !
 1986.2!                          +           *!         .    .    .       0 !
 1986.3!                                   +  !!         .   0.    .         !
 1986.4!                   *            +     !0         .    .    .         !
 1987.1!                     +   *            !!         .    .   0.         !
 1987.2!                       *  +           !!         . 0  .    .         !
 1987.3!                        +         *   !!         .    .    .      0  !
 1987.4!                                 + *  !!         .    . 0  .         !
 1988.1!                                *+    !!         .   0.    .         !
 1988.2!                               +*     !!         .    .0   .         !
 1988.3!                              +       *!         .    .    .   0     !
 1988.4!                                   +  !!         .    0    .         !
 1989.1!                                 +  * !!         .    .  0 .         !
 1989.2!                                  +*  !!         .    .0   .         !
 1989.3!                                 + *  !!         .    .  0 .         !
 1989.4!                                  +   !!         .    0    .         !
 1990.1!                              *  +    !!         .0   .    .         !
 1990.2!                              + *     !!         .    . 0  .         !
 1990.3!                               +*     !!         .    0    .         !
 1990.4!                              *+      !!         .   0.    .         !
 1991.1!                              +    *  !!         .    .    0         !
 1991.2!                              *  +    !!         .0   .    .         !
 1991.3!                              +  *    !!         .    .   0.         !
 1991.4!                             *  +     !!         .0   .    .         !
 1992.1!                           *+         !!         .   0.    .         !
 1992.2!                           +*         !!         .    .0   .         !
 1992.3!                           +*         !!         .    .0   .         !
 1992.4!                         *  +         !!         .0   .    .         !
 1993.1!                         +*           !!         .    . 0  .         !
 1993.2!                        *  +          !!         .  0 .    .         !
 1993.3!                         + *          !!         .    . 0  .         !
 1993.4!                        *  +          !!         . 0  .    .         !
 1994.1!                        + *           !!         .    . 0  .         !
 1994.2!                       *  +           !!         . 0  .    .         !
 1994.3!                        +    *        !!         .    .    .0        !
 1994.4!                           *+         !!         .   0.    .         !
 1995.1!                            +         !!         .    0    .         !
 1995.2!                           *+         !!         .    0    .         !
 1995.3!                           + *        !!         .    .  0 .         !
 1995.4!                            +*        !!         .    .0   .         !
 1996.1!                        *   +         !!         0    .    .         !
 1996.2!                        +*            !!         .    .0   .         !
 1996.3!                      *  +            !!         . 0  .    .         !
 1996.4!                      *+              !!         .    0    .         !
 1997.1!                    *  +              !!         . 0  .    .         !
 1997.2!                    *+                !!         .   0.    .         !
 1997.3!                    +  *              !!         .    .  0 .         !
 1997.4!                   *  +               !!         .0   .    .         !
 1998.1!               *    +                 !!       0 .    .    .         !
 1998.2!              *  +                    !!         . 0  .    .         !
 1998.3!               *+                     !!         .   0.    .         !
 1998.4!                *+                    !!         .  0 .    .         !
 1999.1!              *   +                   !!         .0   .    .         !
 1999.2!                 + *                  !!         .    . 0  .         !
 1999.3!                  *  +                !!         . 0  .    .         !
 1999.4!                    +        *        !!         .    .    .     0   !
 2000.1!                       *    +         !!       0 .    .    .         !
 2000.2!                       +   *          !!         .    .   0.         !
 2000.3!                          + *         !!         .    . 0  .         !
 2000.4!                        * +           !!         . 0  .    .         !
 2001.1!                    *   +             !!         0    .    .         !
 2001.2!                     +  *             !!         .    .   0.         !
 2001.3!                     *  +             !!         .0   .    .         !
 2001.4!                  *   +               !!         .0   .    .         !
 2002.1!             *     +                  !!       0 .    .    .         !
 2002.2!               +*                     !!         .    .0   .         !
 2002.3!                   +       *          !!         .    .    .   0     !
 2002.4!                   *      +           !!      0  .    .    .         !
 2003.1!               *     +                !!        0.    .    .         !
 2003.2!                  +                   !!         .    .0   .         !
 2003.3!                 * +                  !!         .  0 .    .         !
 2003.4!                   +   *              !!         .    .    0         !
 2004.1!                 *       +            !!     0   .    .    .         !
 2004.2!                *+                    !!         .  0 .    .         !
 2004.3!                  +  *                !!         .    .   0.         !
 2004.4!                 *   +                !!         0    .    .         !
 2005.1!                  +                   !!         .    0    .         !
 2005.2!                   +                  !!         .    0    .         !
 2005.3!                *  +                  !!         . 0  .    .         !
 2005.4!                 +*                   !!         .    . 0  .         !
 2006.1!               *  +                   !!         .0   .    .         !
 2006.2!             * +                      !!         .  0 .    .         !
 2006.3!               +      *               !!         .    .    .   0     !
 2006.4!              *      +                !!       0 .    .    .         !
 2007.1!               +                      !!         .   0.    .         !
 2007.2!               + *                    !!         .    . 0  .         !
 2007.3!                 +*                   !!         .    .0   .         !
 2007.4!                * +                   !!         .  0 .    .         !
 2008.1!                +    *                !!         .    .    0         !
 2008.2!                    +   *             !!         .    .   0.         !
 2008.3!                     +          *     !!         .    .    .       0 !
 2008.4!                   *      +           !!      0  .    .    .         !
 2009.1!          *        +                  !!    0    .    .    .         !
 2009.2!            +                         !!         .    0    .         !
 2009.3!              +*                      !!         .    .0   .         !
 2009.4!             * +                      !!         . 0  .    .         !
 2010.1!            * +                       !!         . 0  .    .         !
 2010.2!       *    +                         !!         0    .    .         !
 2010.3!         +    *                       !!         .    .    .0        !
 2010.4!             *+                       !!         .   0.    .         !
 2011.1!             +   *                    !!         .    .    0         !
 2011.2!           *   +                      !!         0    .    .         !
 2011.3!           + *                        !!         .    . 0  .         !
 2011.4!       *    +                         !!         0    .    .         !
 2012.1!    *   +                             !!         .0   .    .         !
 2012.2!    *+                                !!         .  0 .    .         !
 2012.3!   *  +                               !!         . 0  .    .         !
 2012.4*      +                               !!      0  .    .    .         !


     26.19 percent of the residuals exceed 1 SE
      6.35 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCEAS=CEPX$Q/ASPMM;                                                     
 GENR LAACEAS=LOG(AACEAS+.00001);                                             
 GENR LACEAS=LOG(ACEAS+.00001);                                               
 LHS AACEAS=EXP(LAACEAS)-.00001;                                              
  EQ  663 LAACEAS C LACEAS(-1) PCEAS;                                         
EQUATION 682  LAACEAS  
   RHS     C  LACEAS(-1)  PCEAS  
 SMPL 1988.3 2012.4;                                                          
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
 OLS;EST  682 PLOT=0;END;                                                     

Equation number =  682
**********************

Dependent variable = LAACEAS 

 1988.3 -   2012.4,    0 missing obs.,   98 obs. used.

Mean of dependent variable       -6.745271920

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.160660846       1.211086456   0.13266     1.000000
12455 LACEAS  ( -1)       0.729916665       0.072482888  10.07019    -6.777619
12453 PCEAS   (  0)      -1.823506644       1.198112302  -1.52198     1.074214

SE of equation            =     0.480744639
Sum of squared residuals  =  21.9559638       0.143749901E-09
Average absolute error    =     0.382406746
Sum of ABS residuals      =  37.4758611    
R squared                 =   0.57672
Durbin-Watson statistic   =   2.28602
SMPL and No. Obs.         = 1988.3   2012.4     98

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.3!+            *                        !!         .    .    .     0   !
 1988.4!          *   +                       !!         . 0  .    .         !
 1989.1!          * +                         !!         .  0 .    .         !
 1989.2!           + *                        !!         .    . 0  .         !
 1989.3!          *  +                        !!         . 0  .    .         !
 1989.4!           +      *                   !!         .    .    .0        !
 1990.1!       *         +                    !!      0  .    .    .         !
 1990.2!         +     *                      !!         .    .    0         !
 1990.3!          *    +                      !!         0    .    .         !
 1990.4!           * +                        !!         .  0 .    .         !
 1991.1!    *        +                        !!      0  .    .    .         !
 1991.2!      +*                              !!         .    .0   .         !
 1991.3!         +                            !!         .    0    .         !
 1991.4!          *+                          !!         .    0    .         !
 1992.1!   *        +                         !!       0 .    .    .         !
 1992.2!  *    +                              !!         .0   .    .         !
 1992.3!      *+                              !!         .    0    .         !
 1992.4!  *     +                             !!         0    .    .         !
 1993.1!   *  +                               !!         . 0  .    .         !
 1993.2!   *  +                               !!         . 0  .    .         !
 1993.3!      +      *                        !!         .    .    .0        !
 1993.4!   *        +                         !!      0  .    .    .         !
 1994.1!     + *                              !!         .    . 0  .         !
 1994.2!         *+                           !!         .    0    .         !
 1994.3!        *  +                          !!         . 0  .    .         !
 1994.4!    *     +                           !!         0    .    .         !
 1995.1!        +*                            !!         .    .0   .         !
 1995.2!    *       +                         !!       0 .    .    .         !
 1995.3!       +  *                           !!         .    . 0  .         !
 1995.4!            +        *                !!         .    .    .  0      !
 1996.1!            *       +                 !!       0 .    .    .         !
 1996.2!            + *                       !!         .    .0   .         !
 1996.3!              +     *                 !!         .    .    0         !
 1996.4!            *     +                   !!        0.    .    .         !
 1997.1!      *     +                         !!         0    .    .         !
 1997.2!       +    *                         !!         .    .   0.         !
 1997.3!         * +                          !!         .  0 .    .         !
 1997.4!         +*                           !!         .    .0   .         !
 1998.1!  *       +                           !!       0 .    .    .         !
 1998.2!   +                                  !!         .    0    .         !
 1998.3*    +                                 !!         0    .    .         !
 1998.4!  +       *                           !!         .    .    . 0       !
 1999.1!       *  +                           !!         . 0  .    .         !
 1999.2!       *+                             !!         .   0.    .         !
 1999.3!   *    +                             !!         0    .    .         !
 1999.4!   * +                                !!         .  0 .    .         !
 2000.1!    *+                                !!         .   0.    .         !
 2000.2!    * +                               !!         .   0.    .         !
 2000.3!     +     *                          !!         .    .    .0        !
 2000.4!   *      +                           !!        0.    .    .         !
 2001.1!  * +                                 !!         .   0.    .         !
 2001.2!  *+                                  !!         .   0.    .         !
 2001.3!  +        *                          !!         .    .    .  0      !
 2001.4!  *      +                            !!       0 .    .    .         !
 2002.1! *+                                   !!         .   0.    .         !
 2002.2!  +     *                             !!         .    .    0         !
 2002.3!        +  *                          !!         .    . 0  .         !
 2002.4!          +                           !!         .    0    .         !
 2003.1!     *    +                           !!         0    .    .         !
 2003.2!    * +                               !!         .  0 .    .         !
 2003.3!      +                               !!         .    0    .         !
 2003.4!         +          *                 !!         .    .    .    0    !
 2004.1!             *     +                  !!         0    .    .         !
 2004.2!         *    +                       !!         .0   .    .         !
 2004.3!       *   +                          !!         . 0  .    .         !
 2004.4!         *+                           !!         .   0.    .         !
 2005.1!        *  +                          !!         . 0  .    .         !
 2005.2!          *+                          !!         .   0.    .         !
 2005.3!          * +                         !!         .  0 .    .         !
 2005.4!        *  +                          !!         . 0  .    .         !
 2006.1!         *+                           !!         .   0.    .         !
 2006.2!         * +                          !!         .   0.    .         !
 2006.3!           +*                         !!         .    .0   .         !
 2006.4!             +      *                 !!         .    .    .0        !
 2007.1!         *         +                  !!      0  .    .    .         !
 2007.2!           +*                         !!         .    .0   .         !
 2007.3!             +            *           !!         .    .    .      0  !
 2007.4!                        +    *        !!         .    .    0         !
 2008.1!                *         +           !!     0   .    .    .         !
 2008.2!                 +      *             !!         .    .    .0        !
 2008.3!              *        +              !!      0  .    .    .         !
 2008.4!              +      *                !!         .    .    .0        !
 2009.1!                   + *                !!         .    .0   .         !
 2009.2!               *   +                  !!         .0   .    .         !
 2009.3!               +               *      !!         .    .    .        0!
 2009.4!                            +         *!         .    .    .   0     !
 2010.1!                           *    +     !!         .0   .    .         !
 2010.2!                        +     *       !!         .    .    0         !
 2010.3!                          +   *       !!         .    .  0 .         !
 2010.4!                    *     +           !!         0    .    .         !
 2011.1!                   +         *        !!         .    .    .   0     !
 2011.2!                         +    *       !!         .    .   0.         !
 2011.3!                          +   *       !!         .    .   0.         !
 2011.4!                          +    *      !!         .    .   0.         !
 2012.1!                          +      *    !!         .    .    .0        !
 2012.2!                            +       * !!         .    .    . 0       !
 2012.3!                      *      +        !!       0 .    .    .         !
 2012.4!                    +                *!!         .    .    .         0


     32.65 percent of the residuals exceed 1 SE
      4.08 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMEAS=MEPX$Q/ASPMM;                                                     
 GENR LAAMEAS=LOG(AAMEAS+.00001);                                             
 GENR LAMEAS=LOG(AMEAS+.00001);                                               
 LHS AAMEAS=EXP(LAAMEAS)-.00001;                                              
  EQ  664 LAAMEAS C LAMEAS(-1) PMEAS;                                         
EQUATION 683  LAAMEAS  
   RHS     C  LAMEAS(-1)  PMEAS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  683 PLOT=0;END;                                                     

Equation number =  683
**********************

Dependent variable = LAAMEAS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.844271254

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.308918381       0.239172886  -1.29161     1.000000
12458 LAMEAS  ( -1)       0.926172807       0.030117396  30.75209    -6.853623
12456 PMEAS   (  0)      -0.164352155       0.204397914  -0.80408     1.142144

SE of equation            =     0.315048633
Sum of squared residuals  =  18.3622936      -0.972200098E-11
Average absolute error    =     0.225406122
Sum of ABS residuals      =  42.3763508    
R squared                 =   0.86383
Durbin-Watson statistic   =   2.37993
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                +                     !!           .  0  .           !
 1966.2!                +*                    !!           .  .0 .           !
 1966.3!                +*                    !!           .  .0 .           !
 1966.4!                 + *                  !!           .  . 0.           !
 1967.1!                   + *                !!           .  . 0.           !
 1967.2!                    + *               !!           .  .0 .           !
 1967.3!                     +*               !!           .  .0 .           !
 1967.4!                     +                !!           .  0  .           !
 1968.1!                 *  +                 !!           0  .  .           !
 1968.2!               * +                    !!           .0 .  .           !
 1968.3!              *+                      !!           . 0.  .           !
 1968.4!              +                       !!           .  0  .           !
 1969.1!              +*                      !!           .  .0 .           !
 1969.2!               +                      !!           . 0.  .           !
 1969.3!               +*                     !!           .  .0 .           !
 1969.4!                +                     !!           .  0  .           !
 1970.1!                +                     !!           .  0  .           !
 1970.2!               *+                     !!           . 0.  .           !
 1970.3!               +                      !!           . 0.  .           !
 1970.4!           *   +                      !!          0.  .  .           !
 1971.1!       *    +                         !!          0.  .  .           !
 1971.2!   *    +                             !!         0 .  .  .           !
 1971.3!*   +                                 !!         0 .  .  .           !
 1971.4* +                                    !!           .0 .  .           !
 1972.1! + *                                  !!           .  .  0           !
 1972.2!     +  *                             !!           .  .  .0          !
 1972.3!         +   *                        !!           .  .  .0          !
 1972.4!              + *                     !!           .  .  0           !
 1973.1!                 +*                   !!           .  .0 .           !
 1973.2!                  + *                 !!           .  .0 .           !
 1973.3!                    +*                !!           .  .0 .           !
 1973.4!                    *+                !!           .  0  .           !
 1974.1!                  * +                 !!           .0 .  .           !
 1974.2!                  +  *                !!           .  .  0           !
 1974.3!                     + *              !!           .  . 0.           !
 1974.4!                    *  +              !!           0  .  .           !
 1975.1!          *         +                 !!    0      .  .  .           !
 1975.2!          *+                          !!           . 0.  .           !
 1975.3!          *+                          !!           . 0.  .           !
 1975.4!          *+                          !!           . 0.  .           !
 1976.1!          +     *                     !!           .  .  .  0        !
 1976.2!                +                     !!           . 0.  .           !
 1976.3!        *       +                     !!      0    .  .  .           !
 1976.4!       * +                            !!           . 0.  .           !
 1977.1!        +     *                       !!           .  .  .  0        !
 1977.2!        *      +                      !!       0   .  .  .           !
 1977.3!        *+                            !!           . 0.  .           !
 1977.4!        *+                            !!           . 0.  .           !
 1978.1!       * +                            !!           .0 .  .           !
 1978.2!       * +                            !!           .0 .  .           !
 1978.3!        +     *                       !!           .  .  .  0        !
 1978.4!     *        +                       !!     0     .  .  .           !
 1979.1!       +  *                           !!           .  .  0           !
 1979.2!         * +                          !!           .0 .  .           !
 1979.3!          +                           !!           .  0  .           !
 1979.4!         * +                          !!           .0 .  .           !
 1980.1!         *+                           !!           . 0.  .           !
 1980.2!          +    *                      !!           .  .  . 0         !
 1980.3!            *   +                     !!          0.  .  .           !
 1980.4!          *  +                        !!           .0 .  .           !
 1981.1!    *      +                          !!       0   .  .  .           !
 1981.2!   * +                                !!           .0 .  .           !
 1981.3!    +              *                  !!           .  .  .           0
 1981.4!                  *+                  !!           .0 .  .           !
 1982.1!               *  +                   !!           0  .  .           !
 1982.2!         *     +                      !!        0  .  .  .           !
 1982.3!          +      *                    !!           .  .  .    0      !
 1982.4!        *        +                    !!     0     .  .  .           !
 1983.1!  *      +                            !!       0   .  .  .           !
 1983.2!   +        *                         !!           .  .  .     0     !
 1983.3!       *     +                        !!        0  .  .  .           !
 1983.4!     *  +                             !!           .0 .  .           !
 1984.1!     +    *                           !!           .  .  . 0         !
 1984.2!       *  +                           !!           0  .  .           !
 1984.3!        +    *                        !!           .  .  . 0         !
 1984.4!    *        +                        !!     0     .  .  .           !
 1985.1!    *+                                !!           . 0.  .           !
 1985.2!     +  *                             !!           .  .  .0          !
 1985.3!         +         *                  !!           .  .  .     0     !
 1985.4!               *   +                  !!          0.  .  .           !
 1986.1!             * +                      !!           .0 .  .           !
 1986.2!             + *                      !!           .  . 0.           !
 1986.3!                +*                    !!           .  . 0.           !
 1986.4!            *    +                    !!         0 .  .  .           !
 1987.1!             + *                      !!           .  . 0.           !
 1987.2!               *+                     !!           .  0  .           !
 1987.3!                +                     !!           .  0  .           !
 1987.4!               *+                     !!           . 0.  .           !
 1988.1!                +*                    !!           .  .0 .           !
 1988.2!              *  +                    !!          0.  .  .           !
 1988.3!              +   *                   !!           .  .  0           !
 1988.4!               *  +                   !!          0.  .  .           !
 1989.1!               +   *                  !!           .  .  .0          !
 1989.2!                *  +                  !!           0  .  .           !
 1989.3!                 + *                  !!           .  . 0.           !
 1989.4!                   +*                 !!           .  .0 .           !
 1990.1!                *   +                 !!         0 .  .  .           !
 1990.2!                + *                   !!           .  . 0.           !
 1990.3!                   +*                 !!           .  .0 .           !
 1990.4!                    + *               !!           .  . 0.           !
 1991.1!                     *+               !!           . 0.  .           !
 1991.2!                     +*               !!           .  .0 .           !
 1991.3!                  *   +               !!          0.  .  .           !
 1991.4!                  + *                 !!           .  . 0.           !
 1992.1!                  * +                 !!           .0 .  .           !
 1992.2!                  +  *                !!           .  .  0           !
 1992.3!                      +               !!           .  0  .           !
 1992.4!                      +  *            !!           .  .  0           !
 1993.1!                     *   +            !!          0.  .  .           !
 1993.2!                     +*               !!           .  .0 .           !
 1993.3!                      +               !!           .  0  .           !
 1993.4!                    * +               !!           .0 .  .           !
 1994.1!                    +                 !!           .  0  .           !
 1994.2!                     + *              !!           .  . 0.           !
 1994.3!                   *   +              !!          0.  .  .           !
 1994.4!                   +*                 !!           .  .0 .           !
 1995.1!                   *+                 !!           . 0.  .           !
 1995.2!                    +                 !!           .  0  .           !
 1995.3!                    +  *              !!           .  .  .0          !
 1995.4!                  *    +              !!        0  .  .  .           !
 1996.1!                  + *                 !!           .  . 0.           !
 1996.2!                    *+                !!           . 0.  .           !
 1996.3!                   *+                 !!           . 0.  .           !
 1996.4!                   *+                 !!           .  0  .           !
 1997.1!                   +  *               !!           .  . 0.           !
 1997.2!                      +               !!           .  0  .           !
 1997.3!                      +               !!           .  0  .           !
 1997.4!                     *+               !!           . 0.  .           !
 1998.1!                     +  *             !!           .  .  0           !
 1998.2!                        +  *          !!           .  .  0           !
 1998.3!                        * +           !!           .0 .  .           !
 1998.4!                        + *           !!           .  . 0.           !
 1999.1!                          + *         !!           .  . 0.           !
 1999.2!                           +          !!           .  0  .           !
 1999.3!                          *+          !!           .  0  .           !
 1999.4!                         *+           !!           . 0.  .           !
 2000.1!                     *  +             !!           0  .  .           !
 2000.2!                    *+                !!           . 0.  .           !
 2000.3!                    + *               !!           .  .0 .           !
 2000.4!                     + *              !!           .  .0 .           !
 2001.1!                      *+              !!           .  0  .           !
 2001.2!                      + *             !!           .  . 0.           !
 2001.3!                     *  +             !!           .0 .  .           !
 2001.4!                     +*               !!           .  0  .           !
 2002.1!                      +     *         !!           .  .  .  0        !
 2002.2!                           +          !!           .  0  .           !
 2002.3!                           + *        !!           .  . 0.           !
 2002.4!                            +*        !!           .  0  .           !
 2003.1!                           *+         !!           . 0.  .           !
 2003.2!                           + *        !!           .  .  0           !
 2003.3!                             +        !!           .  0  .           !
 2003.4!                            *+        !!           .  0  .           !
 2004.1!                            +*        !!           .  .0 .           !
 2004.2!                             +*       !!           .  .0 .           !
 2004.3!                             +*       !!           .  .0 .           !
 2004.4!                              +*      !!           .  .0 .           !
 2005.1!                              +*      !!           .  .0 .           !
 2005.2!                              +*      !!           .  .0 .           !
 2005.3!                               +      !!           .  .0 .           !
 2005.4!                               +      !!           .  0  .           !
 2006.1!                               +*     !!           .  .0 .           !
 2006.2!                               + *    !!           .  . 0.           !
 2006.3!                                + *   !!           .  . 0.           !
 2006.4!                                *+    !!           .  0  .           !
 2007.1!                                + *   !!           .  . 0.           !
 2007.2!                                 +    !!           .  .0 .           !
 2007.3!                                 +    !!           .  .0 .           !
 2007.4!                                 +*   !!           .  .0 .           !
 2008.1!                                 +    !!           .  0  .           !
 2008.2!                                +  *  !!           .  .  0           !
 2008.3!                                * +   !!           .0 .  .           !
 2008.4!                                + *   !!           .  .  0           !
 2009.1!                                 +    !!           . 0.  .           !
 2009.2!                               *+     !!           . 0.  .           !
 2009.3!                               + *    !!           .  .  0           !
 2009.4!                                 +    !!           .  0  .           !
 2010.1!                                +  *  !!           .  .  0           !
 2010.2!                                 *+   !!           . 0.  .           !
 2010.3!                                +  *  !!           .  .  0           !
 2010.4!                               *  +   !!           0  .  .           !
 2011.1!                               + *    !!           .  .  0           !
 2011.2!                                +  *  !!           .  .  0           !
 2011.3!                                  + * !!           .  . 0.           !
 2011.4!                                   +  !!           .  0  .           !
 2012.1!                                  + * !!           .  .0 .           !
 2012.2!                                   +* !!           .  .0 .           !
 2012.3!                                   +  *!           .  .  0           !
 2012.4!                                   * +!!           .0 .  .           !


     23.94 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@EQ   665 LAAPEAS C LAPEAS(-1) PPEAS;SMPL 1981.3 2012.4;OLS;EST  665 PLOT=0;EN
@@EQ  666 LAATUAS C LATUAS(-1) PTUAS;SMPL 1994.3 2012.4;OLS;EST  666 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDAS=PDPX$/ASPMM;                                                      
 GENR LAAPDAS=LOG(AAPDAS+.00001);                                             
 GENR LAPDAS=LOG(APDAS+.00001);                                               
 LHS AAPDAS=EXP(LAAPDAS)-.00001;                                              
  EQ  667 LAAPDAS C LAPDAS(-1) PPDAS;                                         
EQUATION 684  LAAPDAS  
   RHS     C  LAPDAS(-1)  PPDAS  
 SMPL 1985.3 2012.4;                                                          
Sample period is now  1985.3 to  2012.4 Internally:   135 to   244
 OLS;EST  684 PLOT=0;END;                                                     

Equation number =  684
**********************

Dependent variable = LAAPDAS 

 1985.3 -   2012.4,    0 missing obs.,  110 obs. used.

Mean of dependent variable       -7.344239322

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.393940138       0.644728761  -0.61102     1.000000
12461 LAPDAS  ( -1)       0.898777977       0.046311605  19.40719    -7.360685
12459 PPDAS   (  0)      -0.310743447       0.673713715  -0.46124     1.077021

SE of equation            =     0.295093112
Sum of squared residuals  =  9.31755408      -0.917266263E-10
Average absolute error    =     0.216658024
Sum of ABS residuals      =  23.8323826    
R squared                 =   0.82040
Durbin-Watson statistic   =   2.50164
SMPL and No. Obs.         = 1985.3   2012.4    110

Plot of actual(*) and fitted(+) values and residuals(0)


 1985.3!  +  *                                !!           .  . 0.           !
 1985.4!    *+                                !!           . 0.  .           !
 1986.1!     +     *                          !!           .  .  . 0         !
 1986.2!       *   +                          !!           0  .  .           !
 1986.3!     * +                              !!           .0 .  .           !
 1986.4!      +  *                            !!           .  . 0.           !
 1987.1!          +      *                    !!           .  .  . 0         !
 1987.2!        *        +                    !!        0  .  .  .           !
 1987.3!         +      *                     !!           .  .  .  0        !
 1987.4!         *       +                    !!        0  .  .  .           !
 1988.1!          +   *                       !!           .  .  0           !
 1988.2!           *  +                       !!           0  .  .           !
 1988.3!           +                          !!           .  0  .           !
 1988.4!           +    *                     !!           .  .  0           !
 1989.1!              * +                     !!           . 0.  .           !
 1989.2!            * +                       !!           .0 .  .           !
 1989.3!          * +                         !!           .0 .  .           !
 1989.4!           +    *                     !!           .  .  .0          !
 1990.1!                + *                   !!           .  .0 .           !
 1990.2!         *        +                   !!       0   .  .  .           !
 1990.3!          +*                          !!           .  .0 .           !
 1990.4!       *    +                         !!          0.  .  .           !
 1991.1!        +     *                       !!           .  .  . 0         !
 1991.2!    *         +                       !!      0    .  .  .           !
 1991.3!     + *                              !!           .  .0 .           !
 1991.4!     *  +                             !!           0  .  .           !
 1992.1!      +     *                         !!           .  .  . 0         !
 1992.2!          *  +                        !!           .0 .  .           !
 1992.3!          *+                          !!           . 0.  .           !
 1992.4!         * +                          !!           . 0.  .           !
 1993.1!     *    +                           !!          0.  .  .           !
 1993.2!    *  +                              !!           .0 .  .           !
 1993.3!     + *                              !!           .  .0 .           !
 1993.4!        +                             !!           .  0  .           !
 1994.1!     *  +                             !!           .0 .  .           !
 1994.2!   *   +                              !!           0  .  .           !
 1994.3!    +  *                              !!           .  . 0.           !
 1994.4!        +                             !!           .  .0 .           !
 1995.1*         +                            !!      0    .  .  .           !
 1995.2!*+                                    !!           . 0.  .           !
 1995.3!  +      *                            !!           .  .  . 0         !
 1995.4!     *    +                           !!          0.  .  .           !
 1996.1!*     +                               !!          0.  .  .           !
 1996.2*  +                                   !!           .0 .  .           !
 1996.3! + *                                  !!           .  . 0.           !
 1996.4!   * +                                !!           .0 .  .           !
 1997.1!    +*                                !!           .  .0 .           !
 1997.2!   *  +                               !!           .0 .  .           !
 1997.3!    +                                 !!           . 0.  .           !
 1997.4!     +*                               !!           .  .0 .           !
 1998.1!  *   +                               !!           0  .  .           !
 1998.2!   +    *                             !!           .  .  .0          !
 1998.3!   *     +                            !!          0.  .  .           !
 1998.4!    +   *                             !!           .  .  0           !
 1999.1! *       +                            !!        0  .  .  .           !
 1999.2!  +*                                  !!           .  .0 .           !
 1999.3!    *+                                !!           . 0.  .           !
 1999.4!     +                                !!           .  0  .           !
 2000.1!      +*                              !!           .  .0 .           !
 2000.2!      * +                             !!           .0 .  .           !
 2000.3!  *   +                               !!           0  .  .           !
 2000.4!   +*                                 !!           .  0  .           !
 2001.1!*    +                                !!           0  .  .           !
 2001.2! +   *                                !!           .  .  0           !
 2001.3!    *+                                !!           . 0.  .           !
 2001.4!     +                                !!           .  .0 .           !
 2002.1!      +  *                            !!           .  . 0.           !
 2002.2!         +                            !!           .  0  .           !
 2002.3!          +*                          !!           .  .0 .           !
 2002.4!          *+                          !!           . 0.  .           !
 2003.1!          +                           !!           .  0  .           !
 2003.2!      *   +                           !!          0.  .  .           !
 2003.3!      +*                              !!           .  0  .           !
 2003.4!       *+                             !!           . 0.  .           !
 2004.1!        +       *                     !!           .  .  .  0        !
 2004.2!                +  *                  !!           .  . 0.           !
 2004.3!                   +                  *!           .  .  .           0
 2004.4!                                *   + !!           0  .  .           !
 2005.1!                               +   *  !!           .  .  0           !
 2005.2!                                 +    !!           .  0  .           !
 2005.3!                    *           +     !!     0     .  .  .           !
 2005.4!                *   +                 !!           0  .  .           !
 2006.1!                +*                    !!           .  0  .           !
 2006.2!                 +   *                !!           .  .  0           !
 2006.3!                    +   *             !!           .  .  0           !
 2006.4!                       +   *          !!           .  .  0           !
 2007.1!                       *  +           !!           .0 .  .           !
 2007.2!                      +     *         !!           .  .  .0          !
 2007.3!                          *+          !!           .  0  .           !
 2007.4!                          +           !!           .  0  .           !
 2008.1!                         +            !!           .  0  .           !
 2008.2!                        +      *      !!           .  .  . 0         !
 2008.3!                              +       !!           .  0  .           !
 2008.4!                            +*        !!           .  .0 .           !
 2009.1!                            +    *    !!           .  .  .0          !
 2009.2!                          *     +     !!         0 .  .  .           !
 2009.3!                         +*           !!           .  .0 .           !
 2009.4!                         + *          !!           .  .0 .           !
 2010.1!                          + *         !!           .  . 0.           !
 2010.2!                         * +          !!           . 0.  .           !
 2010.3!                        +    *        !!           .  .  0           !
 2010.4!                           +  *       !!           .  . 0.           !
 2011.1!                            + *       !!           .  . 0.           !
 2011.2!                             +        !!           .  0  .           !
 2011.3!                            +         !!           .  0  .           !
 2011.4!                          *+          !!           .  0  .           !
 2012.1!                         +  *         !!           .  . 0.           !
 2012.2!                           +  *       !!           .  . 0.           !
 2012.3!                            +   *     !!           .  . 0.           !
 2012.4!                             *+       !!           . 0.  .           !


     25.45 percent of the residuals exceed 1 SE
      3.64 percent of the residuals exceed 2 SE
@@EQ  668 LAARUAS C LARUAS(-1) PRUAS;SMPL 1992.3 2012.4;OLS;EST  668 PLOT=0;EN
@@EQ  669 LAAUEAS C LAUEAS(-1) PUEAS;SMPL 1998.3 2012.4;OLS;EST  669 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PEGAS=EGPX$/ASPMM;                                                      
 GENR LAAEGAS=LOG(AAEGAS+.00001);                                             
 GENR LAEGAS=LOG(AEGAS+.00001);                                               
 LHS AAEGAS=EXP(LAAEGAS)-.00001;                                              
  EQ  670 LAAEGAS C LAEGAS(-1) PEGAS;                                         
EQUATION 685  LAAEGAS  
   RHS     C  LAEGAS(-1)  PEGAS  
 SMPL 1983.4 2012.4;                                                          
Sample period is now  1983.4 to  2012.4 Internally:   128 to   244
 OLS;EST  685 PLOT=0;END;                                                     

Equation number =  685
**********************

Dependent variable = LAAEGAS 

 1983.4 -   2012.4,    0 missing obs.,  117 obs. used.

Mean of dependent variable       -9.784160385

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.421524551       0.669182488  -2.12427     1.000000
12464 LAEGAS  ( -1)       0.720692561       0.064747999  11.13073    -9.814289
12462 PEGAS   (  0)      -1.178950085       0.549678918  -2.14480     1.093813

SE of equation            =     0.505118081
Sum of squared residuals  =  29.0864475       0.717097492E-10
Average absolute error    =     0.351423477
Sum of ABS residuals      =  41.1165469    
R squared                 =   0.61220
Durbin-Watson statistic   =   2.26427
SMPL and No. Obs.         = 1983.4   2012.4    117

Plot of actual(*) and fitted(+) values and residuals(0)


 1983.4!   *+                                 !!          .   0   .          !
 1984.1+ *                                    !!          .   . 0 .          !
 1984.2!*   +                                 !!          .0  .   .          !
 1984.3!  +   *                               !!          .   .  0.          !
 1984.4!*      +                              !!         0.   .   .          !
 1985.1!  *+                                  !!          .   0   .          !
 1985.2!   *+                                 !!          . 0 .   .          !
 1985.3!     +                                !!          .   0   .          !
 1985.4!      * +                             !!          .  0.   .          !
 1986.1!*        +                            !!        0 .   .   .          !
 1986.2!     +     *                          !!          .   .   .0         !
 1986.3!*           +                         !!     0    .   .   .          !
 1986.4!*    +                                !!          .0  .   .          !
 1987.1!     +       *                        !!          .   .   . 0        !
 1987.2!         *     +                      !!          0   .   .          !
 1987.3!            +         *               !!          .   .   .   0      !
 1987.4!                      + *             !!          .   . 0 .          !
 1988.1!                       +              !!          .   0   .          !
 1988.2!                 *    +               !!          .0  .   .          !
 1988.3!                 +*                   !!          .   .0  .          !
 1988.4!                  *+                  !!          .   0   .          !
 1989.1!            *      +                  !!         0.   .   .          !
 1989.2!       *      +                       !!         0.   .   .          !
 1989.3!          +      *                    !!          .   .   .0         !
 1989.4!         *       +                    !!        0 .   .   .          !
 1990.1!            +      *                  !!          .   .   .0         !
 1990.2!         *         +                  !!      0   .   .   .          !
 1990.3!       *    +                         !!          0   .   .          !
 1990.4!          *+                          !!          .  0.   .          !
 1991.1!             +  *                     !!          .   .  0.          !
 1991.2!                *+                    !!          .  0.   .          !
 1991.3!              *  +                    !!          . 0 .   .          !
 1991.4!                +*                    !!          .   .0  .          !
 1992.1!              *  +                    !!          .0  .   .          !
 1992.2!               +                      !!          .   0   .          !
 1992.3!                *+                    !!          .  0.   .          !
 1992.4!                *+                    !!          .   0   .          !
 1993.1!            *    +                    !!          0   .   .          !
 1993.2!             *+                       !!          .  0.   .          !
 1993.3!              +*                      !!          .   .0  .          !
 1993.4!               *+                     !!          .  0.   .          !
 1994.1!            *   +                     !!          . 0 .   .          !
 1994.2!           *  +                       !!          . 0 .   .          !
 1994.3!           *  +                       !!          . 0 .   .          !
 1994.4!             +*                       !!          .   0   .          !
 1995.1!              *+                      !!          .  0.   .          !
 1995.2!             *  +                     !!          . 0 .   .          !
 1995.3!               +                      !!          .   0   .          !
 1995.4!             *  +                     !!          .0  .   .          !
 1996.1!            * +                       !!          . 0 .   .          !
 1996.2!            * +                       !!          .  0.   .          !
 1996.3!              +                       !!          .   0   .          !
 1996.4!               +                      !!          .   0   .          !
 1997.1!                +                     !!          .   0   .          !
 1997.2!                +*                    !!          .   .0  .          !
 1997.3!                 +  *                 !!          .   .  0.          !
 1997.4!                *  +                  !!          . 0 .   .          !
 1998.1!                + *                   !!          .   .0  .          !
 1998.2!                 + *                  !!          .   .0  .          !
 1998.3!                  + *                 !!          .   .0  .          !
 1998.4!                  *+                  !!          .  0.   .          !
 1999.1!                * +                   !!          .  0.   .          !
 1999.2!               *+                     !!          .  0.   .          !
 1999.3!               +    *                 !!          .   .   0          !
 1999.4!                   +                  !!          .  0.   .          !
 2000.1!                  +        *          !!          .   .   .  0       !
 2000.2!                        +             !!          .   0   .          !
 2000.3!                      +    *          !!          .   .   0          !
 2000.4!                        +             !!          .   .0  .          !
 2001.1!            *         +               !!       0  .   .   .          !
 2001.2!            *+                        !!          .  0.   .          !
 2001.3!            +*                        !!          .   .0  .          !
 2001.4!             +                        !!          .   0   .          !
 2002.1!           * +                        !!          .  0.   .          !
 2002.2!            +        *                !!          .   .   .  0       !
 2002.3!                    +  *              !!          .   . 0 .          !
 2002.4!            *        +                !!       0  .   .   .          !
 2003.1!             + *                      !!          .   . 0 .          !
 2003.2!               *+                     !!          .   0   .          !
 2003.3!                +  *                  !!          .   .  0.          !
 2003.4!                 * +                  !!          .  0.   .          !
 2004.1!                  +                  *!!          .   .   .          0
 2004.2!                        *       +     !!        0 .   .   .          !
 2004.3!                    * +               !!          . 0 .   .          !
 2004.4!                    +                 !!          .   0   .          !
 2005.1!             *      +                 !!         0.   .   .          !
 2005.2!              *+                      !!          .  0.   .          !
 2005.3!               +                      !!          .   0   .          !
 2005.4!              * +                     !!          . 0 .   .          !
 2006.1!               +*                     !!          .   0   .          !
 2006.2!                *+                    !!          .  0.   .          !
 2006.3!                *+                    !!          .  0.   .          !
 2006.4!                *+                    !!          .  0.   .          !
 2007.1!                 + *                  !!          .   . 0 .          !
 2007.2!                   +*                 !!          .   .0  .          !
 2007.3!                    +*                !!          .   .0  .          !
 2007.4!                     +                !!          .   0   .          !
 2008.1!                     +  *             !!          .   .  0.          !
 2008.2!                      *+              !!          .  0.   .          !
 2008.3!                     +    *           !!          .   .  0.          !
 2008.4!                        +     *       !!          .   .   .0         !
 2009.1!                           +*         !!          .   .0  .          !
 2009.2!                        * +           !!          . 0 .   .          !
 2009.3!                      +    *          !!          .   .   0          !
 2009.4!                       * +            !!          . 0 .   .          !
 2010.1!                      +*              !!          .   .0  .          !
 2010.2!                      +*              !!          .   .0  .          !
 2010.3!                      +     *         !!          .   .   .0         !
 2010.4!                        * +           !!          .  0.   .          !
 2011.1!                      + *             !!          .   .0  .          !
 2011.2!                      +               *!          .   .   .       0  !
 2011.3!                                 +  * !!          .   .  0.          !
 2011.4!                            *  +      !!          . 0 .   .          !
 2012.1!                  *      +            !!         0.   .   .          !
 2012.2!                  +  *                !!          .   .  0.          !
 2012.3!                    +        *        !!          .   .   . 0        !
 2012.4!                          +        *  !!          .   .   .  0       !


     24.79 percent of the residuals exceed 1 SE
      4.27 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PISAS=ISPX$/ASPMM;                                                      
 GENR LAAISAS=LOG(AAISAS+.00001);                                             
 GENR LAISAS=LOG(AISAS+.00001);                                               
 LHS AAISAS=EXP(LAAISAS)-.00001;                                              
  EQ  671 LAAISAS C LAISAS(-1) PISAS;                                         
EQUATION 686  LAAISAS  
   RHS     C  LAISAS(-1)  PISAS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  686 PLOT=0;END;                                                     

Equation number =  686
**********************

Dependent variable = LAAISAS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.850760629

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.774073899       0.238221310  -3.24939     1.000000
12467 LAISAS  ( -1)       0.845714617       0.034588440  24.45079    -5.857236
12465 PISAS   (  0)      -0.121940975       0.152483802  -0.79970     1.009803

SE of equation            =     0.205717979
Sum of squared residuals  =  7.82917905      -0.656275034E-11
Average absolute error    =     0.155779568
Sum of ABS residuals      =  29.2865588    
R squared                 =   0.76855
Durbin-Watson statistic   =   2.89569
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*   +                                  !!          0   .   .          !
 1966.2!*  +                                  !!          0   .   .          !
 1966.3*   +                                  !!         0.   .   .          !
 1966.4! * +                                  !!          . 0 .   .          !
 1967.1!  *  +                                !!          . 0 .   .          !
 1967.2!    * +                               !!          . 0 .   .          !
 1967.3!     * +                              !!          . 0 .   .          !
 1967.4!       *+                             !!          . 0 .   .          !
 1968.1!     *    +                           !!         0.   .   .          !
 1968.2!       *+                             !!          . 0 .   .          !
 1968.3!         *+                           !!          .  0.   .          !
 1968.4!           *+                         !!          .   0   .          !
 1969.1!              +*                      !!          .   . 0 .          !
 1969.2!               * +                    !!          . 0 .   .          !
 1969.3!                *+                    !!          .  0.   .          !
 1969.4!               *  +                   !!          .0  .   .          !
 1970.1!               * +                    !!          . 0 .   .          !
 1970.2!              *  +                    !!          .0  .   .          !
 1970.3!                +                     !!          .   0   .          !
 1970.4!               *  +                   !!          .0  .   .          !
 1971.1!                 +*                   !!          .   .0  .          !
 1971.2!                    +                 !!          .   0   .          !
 1971.3!                    *+                !!          .  0.   .          !
 1971.4!                    * +               !!          . 0 .   .          !
 1972.1!                      +*              !!          .   .0  .          !
 1972.2!                       *+             !!          .   0   .          !
 1972.3!                       *+             !!          .  0.   .          !
 1972.4!                     *  +             !!          .0  .   .          !
 1973.1!                    *  +              !!          .0  .   .          !
 1973.2!                     +      *         !!          .   .   .   0      !
 1973.3!                         *  +         !!          0   .   .          !
 1973.4!                    *    +            !!        0 .   .   .          !
 1974.1!                      +     *         !!          .   .   .  0       !
 1974.2!                *            +        !!0         .   .   .          !
 1974.3!                  +          *        !!          .   .   .       0  !
 1974.4!                 *           +        !! 0        .   .   .          !
 1975.1!             *     +                  !!       0  .   .   .          !
 1975.2!               +             *        !!          .   .   .          0
 1975.3!                          *  +        !!          .0  .   .          !
 1975.4!                           +  *       !!          .   .  0.          !
 1976.1!                              + *     !!          .   . 0 .          !
 1976.2!                           *    +     !!         0.   .   .          !
 1976.3!                        *  +          !!          .0  .   .          !
 1976.4!                         +      *     !!          .   .   .   0      !
 1977.1!                        *       +     !!     0    .   .   .          !
 1977.2!                         +   *        !!          .   .   .0         !
 1977.3!                      *      +        !!       0  .   .   .          !
 1977.4!                       +   *          !!          .   .   0          !
 1978.1!                           +          !!          .   0   .          !
 1978.2!                        *  +          !!          .0  .   .          !
 1978.3!                     *  +             !!          .0  .   .          !
 1978.4!                      +               !!          .   .0  .          !
 1979.1!                       +*             !!          .   . 0 .          !
 1979.2!                         +*           !!          .   .0  .          !
 1979.3!                         *+           !!          .   0   .          !
 1979.4!                         +*           !!          .   0   .          !
 1980.1!                    *     +           !!       0  .   .   .          !
 1980.2!                     +       *        !!          .   .   .    0     !
 1980.3!                        *    +        !!         0.   .   .          !
 1980.4!                         +            !!          .   0   .          !
 1981.1!                         +    *       !!          .   .   . 0        !
 1981.2!                            * +       !!          . 0 .   .          !
 1981.3!                          *+          !!          . 0 .   .          !
 1981.4!                          +*          !!          .   .0  .          !
 1982.1!                           + *        !!          .   .  0.          !
 1982.2!                             +        !!          .   0   .          !
 1982.3!                          * +         !!          . 0 .   .          !
 1982.4!                          +      *    !!          .   .   .   0      !
 1983.1!                           *    +     !!        0 .   .   .          !
 1983.2!                        *  +          !!          0   .   .          !
 1983.3!                        + *           !!          .   . 0 .          !
 1983.4!                       *   +          !!          0   .   .          !
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 1984.2!                       *    +         !!         0.   .   .          !
 1984.3!                        +      *      !!          .   .   .   0      !
 1984.4!                              +*      !!          .   .0  .          !
 1985.1!                          *   +       !!         0.   .   .          !
 1985.2!                        * +           !!          . 0 .   .          !
 1985.3!                         +  *         !!          .   .   0          !
 1985.4!                 *          +         !!  0       .   .   .          !
 1986.1!                   +       *          !!          .   .   .   0      !
 1986.2!                           +*         !!          .   .0  .          !
 1986.3!                            +         !!          .   0   .          !
 1986.4!                        *   +         !!         0.   .   .          !
 1987.1!                         +   *        !!          .   .   .0         !
 1987.2!                          *  +        !!          .0  .   .          !
 1987.3!                           +   *      !!          .   .   .0         !
 1987.4!                              *+      !!          .  0.   .          !
 1988.1!                              + *     !!          .   . 0 .          !
 1988.2!                              *+      !!          . 0 .   .          !
 1988.3!                             *+       !!          .  0.   .          !
 1988.4!                             +    *   !!          .   .   .0         !
 1989.1!                              *  +    !!          .0  .   .          !
 1989.2!                            * +       !!          . 0 .   .          !
 1989.3!                            + *       !!          .   . 0 .          !
 1989.4!                             +  *     !!          .   .  0.          !
 1990.1!                      *        +      !!     0    .   .   .          !
 1990.2!                       + *            !!          .   .  0.          !
 1990.3!                         +*           !!          .   0   .          !
 1990.4!                          + *         !!          .   .  0.          !
 1991.1!                          * +         !!          . 0 .   .          !
 1991.2!                          +  *        !!          .   . 0 .          !
 1991.3!                           *+         !!          .  0.   .          !
 1991.4!                           +*         !!          .   .0  .          !
 1992.1!                          * +         !!          . 0 .   .          !
 1992.2!                           + *        !!          .   .  0.          !
 1992.3!                             +*       !!          .   .0  .          !
 1992.4!                           *  +       !!          . 0 .   .          !
 1993.1!                           +    *     !!          .   .   .0         !
 1993.2!                             * +      !!          . 0 .   .          !
 1993.3!                            *+        !!          .  0.   .          !
 1993.4!                           +   *      !!          .   .   0          !
 1994.1!                              +       !!          .   0   .          !
 1994.2!                              + *     !!          .   . 0 .          !
 1994.3!                              *+      !!          .  0.   .          !
 1994.4!                              +       *!          .   .   .    0     !
 1995.1!                                  * + !!          .0  .   .          !
 1995.2!                                 + *  !!          .   . 0 .          !
 1995.3!                                  +   !!          .   .0  .          !
 1995.4!                                 +   *!!          .   .   0          !
 1996.1!                                 *  + !!          . 0 .   .          !
 1996.2!                                +  *  !!          .   .  0.          !
 1996.3!                                  +   !!          .  0.   .          !
 1996.4!                              *  +    !!          .0  .   .          !
 1997.1!                              +   *   !!          .   .   .0         !
 1997.2!                                 +    !!          .   0   .          !
 1997.3!                                +  *  !!          .   .  0.          !
 1997.4!                                  +*  !!          .   . 0 .          !
 1998.1!                                  +*  !!          .   .0  .          !
 1998.2!                                * +   !!          . 0 .   .          !
 1998.3!                               + *    !!          .   . 0 .          !
 1998.4!                                + *   !!          .   . 0 .          !
 1999.1!                                +  *  !!          .   .  0.          !
 1999.2!                                  + * !!          .   .  0.          !
 1999.3!                                   + *!!          .   .  0.          !
 1999.4!                                   *+ !!          .  0.   .          !
 2000.1!                                 +*   !!          .   .0  .          !
 2000.2!                              *  +    !!          .0  .   .          !
 2000.3!                           * +        !!          .0  .   .          !
 2000.4!                           +   *      !!          .   .   .0         !
 2001.1!                              +*      !!          .   .0  .          !
 2001.2!                               + *    !!          .   .  0.          !
 2001.3!                               *+     !!          .  0.   .          !
 2001.4!                              +  *    !!          .   .  0.          !
 2002.1!                                +     !!          .   0   .          !
 2002.2!                                +   * !!          .   .   .0         !
 2002.3!                             *    +   !!        0 .   .   .          !
 2002.4!                             +    *   !!          .   .   . 0        !
 2003.1!                              * +     !!          .0  .   .          !
 2003.2!                              +       !!          .   .0  .          !
 2003.3!                             *+       !!          .   0   .          !
 2003.4!                             +   *    !!          .   .   0          !
 2004.1!                                +  *  !!          .   .  0.          !
 2004.2!                               *  +   !!          .0  .   .          !
 2004.3!                               + *    !!          .   .  0.          !
 2004.4!                                +*    !!          .   .0  .          !
 2005.1!                                +  *  !!          .   .  0.          !
 2005.2!                              *   +   !!          0   .   .          !
 2005.3!                             + *      !!          .   . 0 .          !
 2005.4!                               +      !!          .   0   .          !
 2006.1!                              +*      !!          .   .0  .          !
 2006.2!                              +*      !!          .   .0  .          !
 2006.3!                              + *     !!          .   . 0 .          !
 2006.4!                            *  +      !!          .0  .   .          !
 2007.1!                            + *       !!          .   .  0.          !
 2007.2!                              +  *    !!          .   .  0.          !
 2007.3!                            *   +     !!          0   .   .          !
 2007.4!                           +   *      !!          .   .   0          !
 2008.1!                             *+       !!          .  0.   .          !
 2008.2!                             +    *   !!          .   .   . 0        !
 2008.3!                               *+     !!          . 0 .   .          !
 2008.4!                              + *     !!          .   . 0 .          !
 2009.1!                         *     +      !!       0  .   .   .          !
 2009.2!                       * +            !!          . 0 .   .          !
 2009.3!                        +*            !!          .   . 0 .          !
 2009.4!                         +   *        !!          .   .   0          !
 2010.1!                           *+         !!          . 0 .   .          !
 2010.2!                          *+          !!          .   0   .          !
 2010.3!                         *+           !!          .  0.   .          !
 2010.4!                         +   *        !!          .   .   0          !
 2011.1!                            *+        !!          .  0.   .          !
 2011.2!                          * +         !!          . 0 .   .          !
 2011.3!                         *+           !!          .  0.   .          !
 2011.4!                         +            !!          .   0   .          !
 2012.1!                         +*           !!          .   .0  .          !
 2012.2!                        * +           !!          . 0 .   .          !
 2012.3!                        + *           !!          .   .  0.          !
 2012.4!                     *    +           !!         0.   .   .          !


     26.06 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ   672 LAAKEAS C LAKEAS(-1) PKEAS;SMPL 1966.1 2012.4;OLS;EST  672 PLOT=0;EN
@EQ   673 LAABAAS C LABAAS(-1) PBAAS;SMPL 1972.3 2012.4;OLS;EST  673 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKAS=HKPX$/ASPMM;                                                      
 GENR LAAHKAS=LOG(AAHKAS+.00001);                                             
 GENR LAHKAS=LOG(AHKAS+.00001);                                               
 LHS AAHKAS=EXP(LAAHKAS)-.00001;                                              
  EQ  674 LAAHKAS C LAHKAS(-1) PHKAS;                                         
EQUATION 687  LAAHKAS  
   RHS     C  LAHKAS(-1)  PHKAS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  687 PLOT=0;END;                                                     

Equation number =  687
**********************

Dependent variable = LAAHKAS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.816580413

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.247951562       0.065445851  -3.78865     1.000000
12470 LAHKAS  ( -1)       0.901680921       0.027328130  32.99461    -3.825275
12468 PHKAS   (  0)      -0.078691018       0.030227740  -2.60327     1.517981

SE of equation            =     0.087804028
Sum of squared residuals  =  1.42626627       0.461888305E-10
Average absolute error    =     0.062273004
Sum of ABS residuals      =  11.7073248    
R squared                 =   0.97689
Durbin-Watson statistic   =   2.45071
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*+                                     !!           .0 .  .           !
 1966.2!+                                     !!           . 0.  .           !
 1966.3!*+                                    !!           .0 .  .           !
 1966.4! +                                    !!           .  0  .           !
 1967.1!  +                                   !!           .  0  .           !
 1967.2!   +                                  !!           .  0  .           !
 1967.3!    +                                 !!           .  0  .           !
 1967.4!     +*                               !!           .  .0 .           !
 1968.1!    * +                               !!         0 .  .  .           !
 1968.2!    *+                                !!           . 0.  .           !
 1968.3!     +                                !!           .  0  .           !
 1968.4!      +                               !!           .  0  .           !
 1969.1!       +*                             !!           .  . 0.           !
 1969.2!      * +                             !!          0.  .  .           !
 1969.3!       +                              !!           .  .0 .           !
 1969.4!        +                             !!           . 0.  .           !
 1970.1!        +*                            !!           .  .0 .           !
 1970.2!         *+                           !!           . 0.  .           !
 1970.3!          +*                          !!           .  . 0.           !
 1970.4!        *  +                          !!          0.  .  .           !
 1971.1!         +*                           !!           .  . 0.           !
 1971.2!           +                          !!           .  0  .           !
 1971.3!          *+                          !!           .0 .  .           !
 1971.4!          *+                          !!           .  0  .           !
 1972.1!           + *                        !!           .  .  .0          !
 1972.2!              +*                      !!           .  .0 .           !
 1972.3!              *+                      !!           . 0.  .           !
 1972.4!              *+                      !!           .  0  .           !
 1973.1!            * +                       !!          0.  .  .           !
 1973.2!            +*                        !!           .  . 0.           !
 1973.3!             + *                      !!           .  .  0           !
 1973.4!               + *                    !!           .  .  .0          !
 1974.1!               *+                     !!           .0 .  .           !
 1974.2!               +  *                   !!           .  .  . 0         !
 1974.3!                 +                    !!           .0 .  .           !
 1974.4!             *  +                     !!        0  .  .  .           !
 1975.1!              +        *              !!           .  .  .           0
 1975.2!                       +              !!           .  0  .           !
 1975.3!                       + *            !!           .  .  0           !
 1975.4!                         +*           !!           .  .0 .           !
 1976.1!                          +*          !!           .  .  0           !
 1976.2!                          *+          !!           . 0.  .           !
 1976.3!                       *  +           !!         0 .  .  .           !
 1976.4!                       + *            !!           .  . 0.           !
 1977.1!                       * +            !!           .0 .  .           !
 1977.2!                      * +             !!           0  .  .           !
 1977.3!                      + *             !!           .  . 0.           !
 1977.4!                      * +             !!           .0 .  .           !
 1978.1!                       +*             !!           .  .0 .           !
 1978.2!                       *+             !!           . 0.  .           !
 1978.3!                        +*            !!           .  . 0.           !
 1978.4!                         +*           !!           .  .0 .           !
 1979.1!                         *+           !!           .0 .  .           !
 1979.2!                        *+            !!           .0 .  .           !
 1979.3!                         + *          !!           .  .  0           !
 1979.4!                          *+          !!           .0 .  .           !
 1980.1!                          +           !!           .  0  .           !
 1980.2!                           +          !!           .  0  .           !
 1980.3!                         * +          !!           0  .  .           !
 1980.4!                        * +           !!           0  .  .           !
 1981.1!                        +*            !!           .  . 0.           !
 1981.2!                         *+           !!           . 0.  .           !
 1981.3!                          +           !!           .  .0 .           !
 1981.4!                           +*         !!           .  . 0.           !
 1982.1!                         *  +         !!         0 .  .  .           !
 1982.2!                       * +            !!         0 .  .  .           !
 1982.3!                       +  *           !!           .  .  . 0         !
 1982.4!                          + *         !!           .  .  0           !
 1983.1!                           *+         !!           .0 .  .           !
 1983.2!                          *+          !!           . 0.  .           !
 1983.3!                           +*         !!           .  . 0.           !
 1983.4!                        *   +         !!       0   .  .  .           !
 1984.1!                        +    *        !!           .  .  .    0      !
 1984.2!                            *+        !!           .  0  .           !
 1984.3!                            +         !!           . 0.  .           !
 1984.4!                          * +         !!           0  .  .           !
 1985.1!                          *+          !!           . 0.  .           !
 1985.2!                         *+           !!           .0 .  .           !
 1985.3!                        * +           !!           0  .  .           !
 1985.4!                        *+            !!           . 0.  .           !
 1986.1!                         +            !!           .  .0 .           !
 1986.2!                          +*          !!           .  . 0.           !
 1986.3!                           +*         !!           .  .0 .           !
 1986.4!                             +        !!           .  .0 .           !
 1987.1!                              +*      !!           .  . 0.           !
 1987.2!                               +      !!           .  .0 .           !
 1987.3!                               +*     !!           .  . 0.           !
 1987.4!                               *+     !!           . 0.  .           !
 1988.1!                               + *    !!           .  .  0           !
 1988.2!                                *+    !!           . 0.  .           !
 1988.3!                                +*    !!           .  .0 .           !
 1988.4!                                *+    !!           .0 .  .           !
 1989.1!                                +     !!           . 0.  .           !
 1989.2!                                +     !!           .  0  .           !
 1989.3!                               *+     !!           .  0  .           !
 1989.4!                               +      !!           . 0.  .           !
 1990.1!                               +      !!           .  .0 .           !
 1990.2!                               +      !!           . 0.  .           !
 1990.3!                               +      !!           .  0  .           !
 1990.4!                               + *    !!           .  .  0           !
 1991.1!                                 +    !!           .  0  .           !
 1991.2!                                 +    !!           .  .0 .           !
 1991.3!                                 +*   !!           .  .0 .           !
 1991.4!                                  +*  !!           .  . 0.           !
 1992.1!                                  +*  !!           .  . 0.           !
 1992.2!                                   +* !!           .  . 0.           !
 1992.3!                                    + !!           .  0  .           !
 1992.4!                                  *+  !!           0  .  .           !
 1993.1!                                  + * !!           .  .  .0          !
 1993.2!                                   +  !!           .  0  .           !
 1993.3!                                   +* !!           .  . 0.           !
 1993.4!                                    + !!           .  0  .           !
 1994.1!                                   +* !!           .  . 0.           !
 1994.2!                                    + !!           .  0  .           !
 1994.3!                                   +* !!           .  .0 .           !
 1994.4!                                    + !!           .  .0 .           !
 1995.1!                                    + !!           .  0  .           !
 1995.2!                                    +*!!           .  . 0.           !
 1995.3!                                    + *!           .  .  0           !
 1995.4!                                     +!!           .  0  .           !
 1996.1!                                     +!!           .  0  .           !
 1996.2!                                    + !!           .  0  .           !
 1996.3!                                    + !!           .  .0 .           !
 1996.4!                                   *+ !!           . 0.  .           !
 1997.1!                                   +  !!           .  .0 .           !
 1997.2!                                   +  !!           .  .0 .           !
 1997.3!                                   +* !!           .  .0 .           !
 1997.4!                                   +  !!           . 0.  .           !
 1998.1!                                  +   !!           . 0.  .           !
 1998.2!                                 +*   !!           .  .0 .           !
 1998.3!                                  +   !!           .  0  .           !
 1998.4!                                 *+   !!           . 0.  .           !
 1999.1!                                 +*   !!           .  . 0.           !
 1999.2!                                  +*  !!           .  .0 .           !
 1999.3!                                 * +  !!           0  .  .           !
 1999.4!                                 +    !!           .  0  .           !
 2000.1!                                 + *  !!           .  .  .0          !
 2000.2!                                *  +  !!          0.  .  .           !
 2000.3!                                +  *  !!           .  .  .0          !
 2000.4!                                  +*  !!           .  0  .           !
 2001.1!                                  +   !!           .  0  .           !
 2001.2!                                 *+   !!           .0 .  .           !
 2001.3!                                 +*   !!           .  . 0.           !
 2001.4!                                *+    !!           0  .  .           !
 2002.1!                                +*    !!           .  . 0.           !
 2002.2!                                 +    !!           .  0  .           !
 2002.3!                                 +    !!           .  .0 .           !
 2002.4!                                *+    !!           .0 .  .           !
 2003.1!                                +*    !!           .  . 0.           !
 2003.2!                                 +*   !!           .  . 0.           !
 2003.3!                                * +   !!           0  .  .           !
 2003.4!                                *+    !!           .  0  .           !
 2004.1!                                 +    !!           .  0  .           !
 2004.2!                                 + *  !!           .  .  .0          !
 2004.3!                                 * +  !!           0  .  .           !
 2004.4!                                 +    !!           .  0  .           !
 2005.1!                                 +    !!           .  0  .           !
 2005.2!                                 *+   !!           . 0.  .           !
 2005.3!                                 +    !!           .  0  .           !
 2005.4!                                 +    !!           .  0  .           !
 2006.1!                                 +    !!           .  0  .           !
 2006.2!                                *+    !!           .0 .  .           !
 2006.3!                                +*    !!           .  .0 .           !
 2006.4!                                 +    !!           .  0  .           !
 2007.1!                                 + *  !!           .  .  0           !
 2007.2!                                  *+  !!           . 0.  .           !
 2007.3!                                * +   !!           0  .  .           !
 2007.4!                                 +    !!           .  0  .           !
 2008.1!                                 +*   !!           .  0  .           !
 2008.2!                                 *+   !!           . 0.  .           !
 2008.3!                                * +   !!           0  .  .           !
 2008.4!                                + *   !!           .  . 0.           !
 2009.1!                                  +   !!           .  .0 .           !
 2009.2!                                  +  *!!           .  .  .0          !
 2009.3!                                *    +!!       0   .  .  .           !
 2009.4!                                *+    !!           . 0.  .           !
 2010.1!                               *+     !!           . 0.  .           !
 2010.2!                                +     !!           .  0  .           !
 2010.3!                                +*    !!           .  . 0.           !
 2010.4!                                *+    !!           0  .  .           !
 2011.1!                                +     !!           .  0  .           !
 2011.2!                               *+     !!           .0 .  .           !
 2011.3!                              * +     !!           0  .  .           !
 2011.4!                             *+       !!           0  .  .           !
 2012.1!                             +*       !!           .  .0 .           !
 2012.2!                           *  +       !!        0  .  .  .           !
 2012.3!                           +*         !!           .  .0 .           !
 2012.4!                          * +         !!           0  .  .           !


     23.94 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIAS=SIPX$/ASPMM;                                                      
 GENR LAASIAS=LOG(AASIAS+.00001);                                             
 GENR LASIAS=LOG(ASIAS+.00001);                                               
 LHS AASIAS=EXP(LAASIAS)-.00001;                                              
  EQ  675 LAASIAS C LASIAS(-1) PSIAS;                                         
EQUATION 688  LAASIAS  
   RHS     C  LASIAS(-1)  PSIAS  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST  688 PLOT=0;END;                                                     

Equation number =  688
**********************

Dependent variable = LAASIAS 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -3.483912304

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.102439859       0.045660185  -2.24353     1.000000
12473 LASIAS  ( -1)       0.926865704       0.025135944  36.87412    -3.501388
12471 PSIAS   (  0)      -0.091950012       0.047986436  -1.91617     1.480761

SE of equation            =     0.117769716
Sum of squared residuals  =  2.42719855       0.359579033E-11
Average absolute error    =     0.085654757
Sum of ABS residuals      =  15.2465467    
R squared                 =   0.97071
Durbin-Watson statistic   =   2.50702
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3+                                      !!          .   .0  .          !
 1968.4!+*                                    !!          .   .0  .          !
 1969.1!  +*                                  !!          .   . 0 .          !
 1969.2!  * +                                 !!          0   .   .          !
 1969.3!   +                                  !!          .   0   .          !
 1969.4!   *+                                 !!          .0  .   .          !
 1970.1!   *+                                 !!          . 0 .   .          !
 1970.2!    +                                 !!          .  0.   .          !
 1970.3!     +*                               !!          .   .  0.          !
 1970.4!       +                              !!          . 0 .   .          !
 1971.1!       + *                            !!          .   .   0          !
 1971.2!          +*                          !!          .   . 0 .          !
 1971.3!            +                         !!          .   0   .          !
 1971.4!            +                         !!          .   0   .          !
 1972.1!             + *                      !!          .   .   0          !
 1972.2!               +*                     !!          .   .0  .          !
 1972.3!                *+                    !!          .   0   .          !
 1972.4!                *+                    !!          .0  .   .          !
 1973.1!             *  +                     !!     0    .   .   .          !
 1973.2!             +                        !!          .   0   .          !
 1973.3!              +                       !!          .   0   .          !
 1973.4!            *  +                      !!         0.   .   .          !
 1974.1!             +     *                  !!          .   .   .       0  !
 1974.2!                 * +                  !!          0   .   .          !
 1974.3!                * +                   !!         0.   .   .          !
 1974.4!                +                     !!          .  0.   .          !
 1975.1!               *+                     !!          . 0 .   .          !
 1975.2!                + *                   !!          .   .   .0         !
 1975.3!                  +                   !!          .   0   .          !
 1975.4!                 *+                   !!          0   .   .          !
 1976.1!                 +*                   !!          .   .  0.          !
 1976.2!                  *+                  !!          . 0 .   .          !
 1976.3!                 *+                   !!          0   .   .          !
 1976.4!                 + *                  !!          .   .   0          !
 1977.1!                 * +                  !!          0   .   .          !
 1977.2!                  +                   !!          .   .0  .          !
 1977.3!                  +  *                !!          .   .   .  0       !
 1977.4!                     +                !!          .   0   .          !
 1978.1!                  *  +                !!      0   .   .   .          !
 1978.2!                  +                   !!          .  0.   .          !
 1978.3!                  +*                  !!          .   . 0 .          !
 1978.4!                  * +                 !!          0   .   .          !
 1979.1!                  +                   !!          . 0 .   .          !
 1979.2!                  +*                  !!          .   .0  .          !
 1979.3!                   +                  !!          .   0   .          !
 1979.4!                   + *                !!          .   .   .0         !
 1980.1!                     + *              !!          .   .   .0         !
 1980.2!                     * +              !!         0.   .   .          !
 1980.3!                     +                !!          .   .0  .          !
 1980.4!                   * +                !!         0.   .   .          !
 1981.1!                   +                  !!          .   0   .          !
 1981.2!                   +*                 !!          .   . 0 .          !
 1981.3!                  *+                  !!          .0  .   .          !
 1981.4!                  +                   !!          .   .0  .          !
 1982.1!                  +*                  !!          .   .0  .          !
 1982.2!                 * +                  !!          0   .   .          !
 1982.3!                 + *                  !!          .   .   . 0        !
 1982.4!                   +*                 !!          .   . 0 .          !
 1983.1!                  * +                 !!          .0  .   .          !
 1983.2!                  + *                 !!          .   .  0.          !
 1983.3!                  * +                 !!          0   .   .          !
 1983.4!           *      +                   !0          .   .   .          !
 1984.1!           +   *                      !!          .   .   .     0    !
 1984.2!                + *                   !!          .   .   . 0        !
 1984.3!                  + *                 !!          .   .  0.          !
 1984.4!                    +  *              !!          .   .   .  0       !
 1985.1!                 *     +              !! 0        .   .   .          !
 1985.2!                 +*                   !!          .   .0  .          !
 1985.3!                  +*                  !!          .   .0  .          !
 1985.4!                  *+                  !!          . 0 .   .          !
 1986.1!                  *+                  !!          . 0 .   .          !
 1986.2!                  + *                 !!          .   .   0          !
 1986.3!                     +                !!          .   0   .          !
 1986.4!                     +                !!          . 0 .   .          !
 1987.1!                   * +                !!          0   .   .          !
 1987.2!                    +                 !!          .   .0  .          !
 1987.3!                     +                !!          .   0   .          !
 1987.4!                     *+               !!          .   0   .          !
 1988.1!                      +               !!          .   0   .          !
 1988.2!                     * +              !!          .0  .   .          !
 1988.3!                      +*              !!          .   . 0 .          !
 1988.4!                      *+              !!          . 0 .   .          !
 1989.1!                       +              !!          .   0   .          !
 1989.2!                      *+              !!          0   .   .          !
 1989.3!                      +*              !!          .   .0  .          !
 1989.4!                      *+              !!          .  0.   .          !
 1990.1!                      *+              !!          . 0 .   .          !
 1990.2!                      *+              !!          .  0.   .          !
 1990.3!                       +              !!          .   . 0 .          !
 1990.4!                      * +             !!          .0  .   .          !
 1991.1!                       +*             !!          .   . 0 .          !
 1991.2!                        +*            !!          .   .0  .          !
 1991.3!                         +            !!          .   .0  .          !
 1991.4!                       * +            !!         0.   .   .          !
 1992.1!                        +             !!          .   0   .          !
 1992.2!                        +             !!          .  0.   .          !
 1992.3!                       *+             !!          . 0 .   .          !
 1992.4!                        +             !!          .   0   .          !
 1993.1!                        +             !!          .   0   .          !
 1993.2!                         +            !!          .   0   .          !
 1993.3!                         +            !!          .  0.   .          !
 1993.4!                         +*           !!          .   . 0 .          !
 1994.1!                          +           !!          .   0   .          !
 1994.2!                          + *         !!          .   .   0          !
 1994.3!                          * +         !!          0   .   .          !
 1994.4!                          +*          !!          .   .0  .          !
 1995.1!                           +*         !!          .   .0  .          !
 1995.2!                           *+         !!          .0  .   .          !
 1995.3!                           +*         !!          .   . 0 .          !
 1995.4!                           *+         !!          . 0 .   .          !
 1996.1!                           +*         !!          .   .0  .          !
 1996.2!                           *+         !!          . 0 .   .          !
 1996.3!                           +*         !!          .   .  0.          !
 1996.4!                            +         !!          .  0.   .          !
 1997.1!                            +         !!          .   0   .          !
 1997.2!                            +         !!          .  0.   .          !
 1997.3!                           *+         !!          .  0.   .          !
 1997.4!                           + *        !!          .   .  0.          !
 1998.1!                            *+        !!          . 0 .   .          !
 1998.2!                            + *       !!          .   .   0          !
 1998.3!                              +*      !!          .   .0  .          !
 1998.4!                              *+      !!          .0  .   .          !
 1999.1!                              +       !!          .  0.   .          !
 1999.2!                             *+       !!          .  0.   .          !
 1999.3!                             *+       !!          . 0 .   .          !
 1999.4!                             + *      !!          .   .   0          !
 2000.1!                             * +      !!          0   .   .          !
 2000.2!                            *+        !!          .0  .   .          !
 2000.3!                            +         !!          .   0   .          !
 2000.4!                            +         !!          .   0   .          !
 2001.1!                            +*        !!          .   .0  .          !
 2001.2!                             + *      !!          .   .   .0         !
 2001.3!                             * +      !!          0   .   .          !
 2001.4!                             +        !!          .   0   .          !
 2002.1!                              +       !!          .   .0  .          !
 2002.2!                            * +       !!         0.   .   .          !
 2002.3!                            +*        !!          .   .  0.          !
 2002.4!                             +*       !!          .   0   .          !
 2003.1!                              + *     !!          .   .   .0         !
 2003.2!                              * +     !!         0.   .   .          !
 2003.3!                              + *     !!          .   .   .0         !
 2003.4!                                + *   !!          .   .  0.          !
 2004.1!                                  +   !!          .   0   .          !
 2004.2!                                  +   !!          .   .0  .          !
 2004.3!                                  +   !!          .   0   .          !
 2004.4!                                  +*  !!          .   .  0.          !
 2005.1!                                   +  !!          .  0.   .          !
 2005.2!                                   +* !!          .   .  0.          !
 2005.3!                                    + !!          .   0   .          !
 2005.4!                                    +*!!          .   .  0.          !
 2006.1!                                    *+!!          .  0.   .          !
 2006.2!                                    + *!          .   .   .0         !
 2006.3!                                    * +!          0   .   .          !
 2006.4!                                    + !!          .  0.   .          !
 2007.1!                                    + !!          .   .0  .          !
 2007.2!                                   *+ !!          .  0.   .          !
 2007.3!                                   +* !!          .   .0  .          !
 2007.4!                                    +*!!          .   .  0.          !
 2008.1!                                     +*!          .   .  0.          !
 2008.2!                                   * +!!         0.   .   .          !
 2008.3!                                   +* !!          .   .  0.          !
 2008.4!                                    + !!          .  0.   .          !
 2009.1!                                    +*!!          .   .  0.          !
 2009.2!                                  *  +!!        0 .   .   .          !
 2009.3!                                  + * !!          .   .  0.          !
 2009.4!                                    + !!          .   . 0 .          !
 2010.1!                                  * + !!          0   .   .          !
 2010.2!                                  + * !!          .   .   0          !
 2010.3!                                    + !!          .   0   .          !
 2010.4!                                    +*!!          .   .  0.          !
 2011.1!                                    *+!!          . 0 .   .          !
 2011.2!                                    +*!!          .   .  0.          !
 2011.3!                                     +!!          .   .0  .          !
 2011.4!                                    *+!!          .0  .   .          !
 2012.1!                                   +* !!          .   . 0 .          !
 2012.2!                                    + !!          .   0   .          !
 2012.3!                                   *+ !!          .  0.   .          !
 2012.4!                                   +  *!          .   .   .  0       !


     28.09 percent of the residuals exceed 1 SE
      3.37 percent of the residuals exceed 2 SE
@EQ   676 LAAVIAS C LAVIAS(-1) PVIAS;SMPL 1981.3 2012.4;OLS;EST  676 PLOT=0;EN
@@EQ  677 LAANIAS C LANIAS(-1) PNIAS;SMPL 2003.3 2012.4;OLS;EST  677 PLOT=0;EN
@@EQ  678 LAAALAS C LAALAS(-1) PALAS;SMPL 2013.1 2012.4;OLS;EST  678 PLOT=0;EN
@@EQ  679 LAAIAAS C LAIAAS(-1) PIAAS;SMPL 1966.1 2012.4;OLS;EST  679 PLOT=0;EN
@@EQ  680 LAAINAS C LAINAS(-1) PINAS;SMPL 2000.3 2012.4;OLS;EST  680 PLOT=0;EN
@@EQ  681 LAAIQAS C LAIQAS(-1) PIQAS;SMPL 2013.1 2012.4;OLS;EST  681 PLOT=0;EN
@@EQ  682 LAAKUAS C LAKUAS(-1) PKUAS;SMPL 1992.1 2012.4;OLS;EST  682 PLOT=0;EN
@@EQ  683 LAALIAS C LALIAS(-1) PLIAS;SMPL 2012.3 2012.4;OLS;EST  683 PLOT=0;EN
@@EQ  684 LAAUAAS C LAUAAS(-1) PUAAS;SMPL 1981.3 2012.4;OLS;EST  684 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSSO=USPX$/SOPMM;                                                      
 GENR LAAUSSO=LOG(AAUSSO+.00001);                                             
 GENR LAUSSO=LOG(AUSSO+.00001);                                               
 LHS AAUSSO=EXP(LAAUSSO)-.00001;                                              
  EQ  685 LAAUSSO C LAUSSO(-1) PUSSO;                                         
EQUATION 689  LAAUSSO  
   RHS     C  LAUSSO(-1)  PUSSO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  689 PLOT=0;END;                                                     

Equation number =  689
**********************

Dependent variable = LAAUSSO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.096099805

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.121023273       0.081062783  -1.49296     1.000000
12476 LAUSSO  ( -1)       0.927615444       0.028964829  32.02558    -2.093776
12474 PUSSO   (  0)      -0.027666842       0.057831254  -0.47841     1.187603

SE of equation            =     0.114335129
Sum of squared residuals  =  2.41841654      -0.283906232E-11
Average absolute error    =     0.088310433
Sum of ABS residuals      =  16.6023613    
R squared                 =   0.85480
Durbin-Watson statistic   =   2.47147
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                  +      *            !!         .    .    .    0    !
 1966.2!                       *+             !!         .   0.    .         !
 1966.3!                      +*              !!         .    0    .         !
 1966.4!                      +               !!         .    0    .         !
 1967.1!                      +       *       !!         .    .    .      0  !
 1967.2!                       *     +        !!    0    .    .    .         !
 1967.3!                       + *            !!         .    .   0.         !
 1967.4!                        *+            !!         .   0.    .         !
 1968.1!                       + *            !!         .    . 0  .         !
 1968.2!                        +  *          !!         .    .    0         !
 1968.3!                         * +          !!         . 0  .    .         !
 1968.4!                        +             !!         .    0    .         !
 1969.1!                    *   +             !!         0    .    .         !
 1969.2!                    +    *            !!         .    .    .  0      !
 1969.3!                        +             !!         .   0.    .         !
 1969.4!                       +  *           !!         .    .   0.         !
 1970.1!                   *     +            !!     0   .    .    .         !
 1970.2!                   +*                 !!         .    . 0  .         !
 1970.3!                    + *               !!         .    .  0 .         !
 1970.4!                   * +                !!         .0   .    .         !
 1971.1!                   +  *               !!         .    .    0         !
 1971.2!                 *    +               !!       0 .    .    .         !
 1971.3!                 +     *              !!         .    .    .  0      !
 1971.4!                      +*              !!         .    . 0  .         !
 1972.1!                       +     *        !!         .    .    .   0     !
 1972.2!                      *     +         !!    0    .    .    .         !
 1972.3!                      +      *        !!         .    .    .     0   !
 1972.4!                            +         !!         .    0    .         !
 1973.1!                           +          !!         .   0.    .         !
 1973.2!                        * +           !!         . 0  .    .         !
 1973.3!                      * +             !!         . 0  .    .         !
 1973.4!                      +*              !!         .    . 0  .         !
 1974.1!                       + *            !!         .    .   0.         !
 1974.2!                         +   *        !!         .    .    .0        !
 1974.3!                          * +         !!         .0   .    .         !
 1974.4!                        *+            !!         .  0 .    .         !
 1975.1!                        +*            !!         .    .  0 .         !
 1975.2!                         +  *         !!         .    .    0         !
 1975.3!                          *+          !!         .   0.    .         !
 1975.4!                          +   *       !!         .    .    .0        !
 1976.1!                             +        !!         .    0    .         !
 1976.2!                            +    *    !!         .    .    .0        !
 1976.3!                                +*    !!         .    . 0  .         !
 1976.4!                                +     !!         .    0    .         !
 1977.1!                               +  *   !!         .    .  0 .         !
 1977.2!                              *  +    !!         . 0  .    .         !
 1977.3!                            * +       !!         . 0  .    .         !
 1977.4!                        *  +          !!         .0   .    .         !
 1978.1!                       *+             !!         .   0.    .         !
 1978.2!                       +  *           !!         .    .   0.         !
 1978.3!                         +            !!         .   0.    .         !
 1978.4!                         +   *        !!         .    .    .0        !
 1979.1!                            +*        !!         .    .0   .         !
 1979.2!                            + *       !!         .    . 0  .         !
 1979.3!                             +*       !!         .    . 0  .         !
 1979.4!                              + *     !!         .    .   0.         !
 1980.1!                               +*     !!         .    . 0  .         !
 1980.2!                                +  *  !!         .    .    0         !
 1980.3!                                 *+   !!         .    0    .         !
 1980.4!                                +   * !!         .    .    0         !
 1981.1!                                *  +  !!         . 0  .    .         !
 1981.2!                               *+     !!         .   0.    .         !
 1981.3!                              +       !!         .   0.    .         !
 1981.4!                             +        !!         .    0    .         !
 1982.1!                            + *       !!         .    .  0 .         !
 1982.2!                             + *      !!         .    .  0 .         !
 1982.3!                            * +       !!         . 0  .    .         !
 1982.4!                        *   +         !!         0    .    .         !
 1983.1!                        +    *        !!         .    .    . 0       !
 1983.2!                            +   *     !!         .    .    .0        !
 1983.3!                         *     +      !!     0   .    .    .         !
 1983.4!                         + *          !!         .    .  0 .         !
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 1984.3!                        *+            !!         .  0 .    .         !
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 1985.2!              *       +               !! 0       .    .    .         !
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 1986.4!                     *+               !!         .   0.    .         !
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 1988.2!                   * +                !!         . 0  .    .         !
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 1988.4!                     +   *            !!         .    .    0         !
 1989.1!                   *    +             !!      0  .    .    .         !
 1989.2!                   +  *               !!         .    .    0         !
 1989.3!                    * +               !!         . 0  .    .         !
 1989.4!                    +  *              !!         .    .    0         !
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 1990.2!                      *  +            !!         .0   .    .         !
 1990.3!                      +   *           !!         .    .    .0        !
 1990.4!                         *+           !!         .   0.    .         !
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 1994.3!                    *  +              !!         .0   .    .         !
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 1995.1!          *         +                 !0         .    .    .         !
 1995.2!           +    *                     !!         .    .    .  0      !
 1995.3!                +  *                  !!         .    .   0.         !
 1995.4!                   +  *               !!         .    .    0         !
 1996.1!                      +  *            !!         .    .   0.         !
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 1996.4!                 *   +                !!         0    .    .         !
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 1997.3!                * +                   !!         .0   .    .         !
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 1998.1!               +*                     !!         .    0    .         !
 1998.2!                +    *                !!         .    .    .  0      !
 1998.3!                   * +                !!         .0   .    .         !
 1998.4!                  *+                  !!         .   0.    .         !
 1999.1!                  +                   !!         .    0    .         !
 1999.2!                  +  *                !!         .    .    0         !
 1999.3!             *       +                !!   0     .    .    .         !
 1999.4!            * +                       !!         . 0  .    .         !
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 2001.2!            *    +                    !!        0.    .    .         !
 2001.3!          *  +                        !!         0    .    .         !
 2001.4!     *    +                           !!      0  .    .    .         !
 2002.1!     +  *                             !!         .    .   0.         !
 2002.2!    *   +                             !!       0 .    .    .         !
 2002.3!     +    *                           !!         .    .    .  0      !
 2002.4!      *    +                          !!       0 .    .    .         !
 2003.1!      *+                              !!         .   0.    .         !
 2003.2!   *   +                              !!         0    .    .         !
 2003.3!    +                                 !!         .    .0   .         !
 2003.4!     +  *                             !!         .    .  0 .         !
 2004.1!     *  +                             !!        0.    .    .         !
 2004.2*      +                               !!    0    .    .    .         !
 2004.3!+                                     !!         .   0.    .         !
 2004.4! + *                                  !!         .    .   0.         !
 2005.1!    +      *                          !!         .    .    .    0    !
 2005.2!        *   +                         !!        0.    .    .         !
 2005.3!     *  +                             !!        0.    .    .         !
 2005.4!    * +                               !!         . 0  .    .         !
 2006.1!    *+                                !!         .   0.    .         !
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 2006.3!     +                                !!         .   0.    .         !
 2006.4!   *  +                               !!         0    .    .         !
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 2007.2!       +                              !!         .    0    .         !
 2007.3!        + *                           !!         .    .  0 .         !
 2007.4!      *   +                           !!       0 .    .    .         !
 2008.1!       +  *                           !!         .    .   0.         !
 2008.2!          *+                          !!         .   0.    .         !
 2008.3!         * +                          !!         .  0 .    .         !
 2008.4!          + *                         !!         .    .  0 .         !
 2009.1!         *  +                         !!         .0   .    .         !
 2009.2!         *+                           !!         .  0 .    .         !
 2009.3!   *      +                           !!    0    .    .    .         !
 2009.4!  * +                                 !!         .0   .    .         !
 2010.1!   +*                                 !!         .    .0   .         !
 2010.2!     +                                !!         .    0    .         !
 2010.3!      +     *                         !!         .    .    .   0     !
 2010.4!   *         +                        !0         .    .    .         !
 2011.1!    +        *                        !!         .    .    .        0!
 2011.2!          *   +                       !!         0    .    .         !
 2011.3!   *       +                          !!  0      .    .    .         !
 2011.4!    +*                                !!         .    . 0  .         !
 2012.1!      +   *                           !!         .    .    0         !
 2012.2!          *+                          !!         .   0.    .         !
 2012.3!          *+                          !!         .  0 .    .         !
 2012.4!     *    +                           !!      0  .    .    .         !


     26.60 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@EQ   686 LAACASO C LACASO(-1) PCASO;SMPL 1966.1 2012.4;OLS;EST  686 PLOT=0;EN
@EQ   687 LAAJASO C LAJASO(-1) PJASO;SMPL 1966.1 2012.4;OLS;EST  687 PLOT=0;EN
@EQ   688 LAAAUSO C LAAUSO(-1) PAUSO;SMPL 1966.1 2012.4;OLS;EST  688 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRSO=FRPX$/SOPMM;                                                      
 GENR LAAFRSO=LOG(AAFRSO+.00001);                                             
 GENR LAFRSO=LOG(AFRSO+.00001);                                               
 LHS AAFRSO=EXP(LAAFRSO)-.00001;                                              
  EQ  689 LAAFRSO C LAFRSO(-1) PFRSO;                                         
EQUATION 690  LAAFRSO  
   RHS     C  LAFRSO(-1)  PFRSO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  690 PLOT=0;END;                                                     

Equation number =  690
**********************

Dependent variable = LAAFRSO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.167070350

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.914177390       0.173510594  -5.26871     1.000000
12479 LAFRSO  ( -1)       0.688962786       0.055210206  12.47890    -3.168644
12477 PFRSO   (  0)      -0.057802065       0.104993034  -0.55053     1.207836

SE of equation            =     0.195841972
Sum of squared residuals  =  7.09550442       0.138067335E-10
Average absolute error    =     0.139587166
Sum of ABS residuals      =  26.2423872    
R squared                 =   0.50422
Durbin-Watson statistic   =   2.25999
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!  +*                                  !!          .   .0  .          !
 1966.2!   *  +                               !!          . 0 .   .          !
 1966.3!     *+                               !!          .  0.   .          !
 1966.4!   *    +                             !!          0   .   .          !
 1967.1!      + *                             !!          .   . 0 .          !
 1967.2!  *       +                           !!        0 .   .   .          !
 1967.3!      +*                              !!          .   .0  .          !
 1967.4!         +                            !!          .  0.   .          !
 1968.1!    *     +                           !!         0.   .   .          !
 1968.2*       +                              !!       0  .   .   .          !
 1968.3!   +      *                           !!          .   .   . 0        !
 1968.4!         * +                          !!          . 0 .   .          !
 1969.1!       *  +                           !!          .0  .   .          !
 1969.2!       * +                            !!          . 0 .   .          !
 1969.3!         +   *                        !!          .   .   0          !
 1969.4!             + *                      !!          .   . 0 .          !
 1970.1!               +                      !!          .   0   .          !
 1970.2!              +  *                    !!          .   .  0.          !
 1970.3!            *   +                     !!          .0  .   .          !
 1970.4!             +                        !!          .   0   .          !
 1971.1!             +                        !!          .  0.   .          !
 1971.2!             +                        !!          .   0   .          !
 1971.3!            *+                        !!          .  0.   .          !
 1971.4!         *   +                        !!          .0  .   .          !
 1972.1!          +      *                    !!          .   .   . 0        !
 1972.2!                +                     !!          .   0   .          !
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 1976.4!                  +              *    !!          .   .   .         0!
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 1977.2!                     *    +           !!          0   .   .          !
 1977.3!                   +*                 !!          .   .0  .          !
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 1978.1!                     *    +           !!          0   .   .          !
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 1978.3!                         *+           !!          .  0.   .          !
 1978.4!                      +  *            !!          .   .  0.          !
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 1979.3!                +  *                  !!          .   .  0.          !
 1979.4!              *  +                    !!          .0  .   .          !
 1980.1!              +   *                   !!          .   .  0.          !
 1980.2!                 +       *            !!          .   .   .  0       !
 1980.3!                      +      *        !!          .   .   .  0       !
 1980.4!                    *    +            !!          0   .   .          !
 1981.1!                   +          *       !!          .   .   .     0    !
 1981.2!                         +  *         !!          .   .  0.          !
 1981.3!                        +             !!          .   0   .          !
 1981.4!               *     +                !!        0 .   .   .          !
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 1983.1!              *    +                  !!          0   .   .          !
 1983.2!             * +                      !!          .  0.   .          !
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 1983.4!               *  +                   !!          .0  .   .          !
 1984.1!               +*                     !!          .   .0  .          !
 1984.2!             *  +                     !!          .0  .   .          !
 1984.3!              +                       !!          .   .0  .          !
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 1986.1!             * +                      !!          . 0 .   .          !
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 1987.3!             * +                      !!          .  0.   .          !
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 1988.3!              +                       !!          .   0   .          !
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 1989.1!              + *                     !!          .   .0  .          !
 1989.2!              * +                     !!          .  0.   .          !
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 1989.4!              *+                      !!          . 0 .   .          !
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 1990.3!           *  +                       !!          . 0 .   .          !
 1990.4!           *+                         !!          .  0.   .          !
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 1991.2!             +  *                     !!          .   .  0.          !
 1991.3!               +        *             !!          .   .   .   0      !
 1991.4!                     +                *!          .   .   .          0
 1992.1!                   *           +      !!   0      .   .   .          !
 1992.2!                 *+                   !!          .   0   .          !
 1992.3!                 +    *               !!          .   .   .0         !
 1992.4!           *        +                 !!      0   .   .   .          !
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 1993.3!                + *                   !!          .   . 0 .          !
 1993.4!         *       +                    !!      0   .   .   .          !
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 1997.1!            + *                       !!          .   . 0 .          !
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 1997.3!            * +                       !!          . 0 .   .          !
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 2000.2!              * +                     !!          . 0 .   .          !
 2000.3!               + *                    !!          .   . 0 .          !
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 2001.2!              * +                     !!          .  0.   .          !
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 2002.4!                +       *             !!          .   .   . 0        !
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 2003.3!             *  +                     !!          .0  .   .          !
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 2004.1!                   + *                !!          .   . 0 .          !
 2004.2!                   +*                 !!          .   .0  .          !
 2004.3!            *     +                   !!         0.   .   .          !
 2004.4!           * +                        !!          . 0 .   .          !
 2005.1!            +         *               !!          .   .   .    0     !
 2005.2!                    +  *              !!          .   .  0.          !
 2005.3!                 *   +                !!          .0  .   .          !
 2005.4!          *     +                     !!        0 .   .   .          !
 2006.1!         * +                          !!          . 0 .   .          !
 2006.2!           +                          !!          .   0   .          !
 2006.3!            +  *                      !!          .   .  0.          !
 2006.4!     *         +                      !!     0    .   .   .          !
 2007.1!       *+                             !!          .  0.   .          !
 2007.2!     *   +                            !!          .0  .   .          !
 2007.3!        +  *                          !!          .   .  0.          !
 2007.4!       *    +                         !!         0.   .   .          !
 2008.1!       * +                            !!          . 0 .   .          !
 2008.2!      *  +                            !!          .0  .   .          !
 2008.3!        +*                            !!          .   .0  .          !
 2008.4!        *  +                          !!          .0  .   .          !
 2009.1!       *  +                           !!          .0  .   .          !
 2009.2!         +*                           !!          .   0   .          !
 2009.3!       *   +                          !!          .0  .   .          !
 2009.4!      *   +                           !!          .0  .   .          !
 2010.1!         +                            !!          .   0   .          !
 2010.2!        *  +                          !!          .0  .   .          !
 2010.3!         *+                           !!          .  0.   .          !
 2010.4!          *+                          !!          .  0.   .          !
 2011.1!           + *                        !!          .   .0  .          !
 2011.2!            * +                       !!          .  0.   .          !
 2011.3!             +                        !!          .   0   .          !
 2011.4!            * +                       !!          . 0 .   .          !
 2012.1!            *+                        !!          .  0.   .          !
 2012.2!        *    +                        !!          0   .   .          !
 2012.3!      *   +                           !!          0   .   .          !
 2012.4!    *    +                            !!          0   .   .          !


     22.87 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGESO=GEPX$/SOPMM;                                                      
 GENR LAAGESO=LOG(AAGESO+.00001);                                             
 GENR LAGESO=LOG(AGESO+.00001);                                               
 LHS AAGESO=EXP(LAAGESO)-.00001;                                              
  EQ  690 LAAGESO C LAGESO(-1) PGESO;                                         
EQUATION 691  LAAGESO  
   RHS     C  LAGESO(-1)  PGESO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  691 PLOT=0;END;                                                     

Equation number =  691
**********************

Dependent variable = LAAGESO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -1.706053115

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.075260859       0.051752133  -1.45426     1.000000
12482 LAGESO  ( -1)       0.914895799       0.033231902  27.53065    -1.706916
12480 PGESO   (  0)      -0.067441025       0.067942780  -0.99262     1.025228

SE of equation            =     0.086630591
Sum of squared residuals  =  1.38839896       0.654298837E-11
Average absolute error    =     0.066974756
Sum of ABS residuals      =  12.5912541    
R squared                 =   0.89083
Durbin-Watson statistic   =   2.60367
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1+ *                                    !!          .   . 0 .          !
 1966.2!  +*                                  !!          .   .0  .          !
 1966.3!    +                                 !!          .  0.   .          !
 1966.4!     +                                !!          .   0   .          !
 1967.1!      +   *                           !!          .   .   .0         !
 1967.2!           +*                         !!          .   0   .          !
 1967.3!             +*                       !!          .   . 0 .          !
 1967.4!               +  *                   !!          .   .   0          !
 1968.1!              *   +                   !!         0.   .   .          !
 1968.2!               +                      !!          .   0   .          !
 1968.3!                + *                   !!          .   .  0.          !
 1968.4!                 *+                   !!          .  0.   .          !
 1969.1!                * +                   !!          . 0 .   .          !
 1969.2!                +                     !!          .   0   .          !
 1969.3!                +*                    !!          .   .0  .          !
 1969.4!               * +                    !!          .0  .   .          !
 1970.1!              *+                      !!          .  0.   .          !
 1970.2!              *+                      !!          .  0.   .          !
 1970.3!              + *                     !!          .   . 0 .          !
 1970.4!             *  +                     !!         0.   .   .          !
 1971.1!             +                        !!          .   0   .          !
 1971.2!             *+                       !!          .  0.   .          !
 1971.3!              +                       !!          .   .0  .          !
 1971.4!            *  +                      !!          .0  .   .          !
 1972.1!             +  *                     !!          .   .   .0         !
 1972.2!                 +*                   !!          .   .0  .          !
 1972.3!                  +                   !!          .   0   .          !
 1972.4!               *  +                   !!          0   .   .          !
 1973.1!               +                      !!          .  0.   .          !
 1973.2!               +   *                  !!          .   .   .0         !
 1973.3!                   + *                !!          .   . 0 .          !
 1973.4!                    +  *              !!          .   .  0.          !
 1974.1!                       +   *          !!          .   .   . 0        !
 1974.2!                      *    +          !!        0 .   .   .          !
 1974.3!                      + *             !!          .   .  0.          !
 1974.4!                        +*            !!          .   .0  .          !
 1975.1!                      *  +            !!          .0  .   .          !
 1975.2!                      + *             !!          .   .  0.          !
 1975.3!                     *  +             !!          0   .   .          !
 1975.4!                     +*               !!          .   .0  .          !
 1976.1!                      +   *           !!          .   .   .0         !
 1976.2!                        *+            !!          . 0 .   .          !
 1976.3!                       *+             !!          .  0.   .          !
 1976.4!                  *    +              !!       0  .   .   .          !
 1977.1!                  +*                  !!          .   . 0 .          !
 1977.2!                   +   *              !!          .   .   .0         !
 1977.3!                       +              !!          .   0   .          !
 1977.4!                       +  *           !!          .   .   0          !
 1978.1!                        * +           !!          . 0 .   .          !
 1978.2!                        + *           !!          .   .  0.          !
 1978.3!                          + *         !!          .   .   0          !
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 1979.3!                          * +         !!          . 0 .   .          !
 1979.4!                      *   +           !!          0   .   .          !
 1980.1!                      +    *          !!          .   .   . 0        !
 1980.2!                          + *         !!          .   . 0 .          !
 1980.3!                          *+          !!          . 0 .   .          !
 1980.4!                        * +           !!          . 0 .   .          !
 1981.1!                        +  *          !!          .   .  0.          !
 1981.2!                         * +          !!          .0  .   .          !
 1981.3!                         +  *         !!          .   .   0          !
 1981.4!                            + *       !!          .   . 0 .          !
 1982.1!                              +   *   !!          .   .   . 0        !
 1982.2!                              *  +    !!          0   .   .          !
 1982.3!                              +   *   !!          .   .   .0         !
 1982.4!                             *   +    !!         0.   .   .          !
 1983.1!                             +        !!          .   0   .          !
 1983.2!                          *  +        !!          .0  .   .          !
 1983.3!                          +           !!          .   0   .          !
 1983.4!                          +*          !!          .   . 0 .          !
 1984.1!                           +  *       !!          .   .  0.          !
 1984.2!                             *+       !!          .   0   .          !
 1984.3!                             +    *   !!          .   .   . 0        !
 1984.4!                                 +*   !!          .   . 0 .          !
 1985.1!                                  + * !!          .   . 0 .          !
 1985.2!                                   +* !!          .   . 0 .          !
 1985.3!                                   +  !!          .  0.   .          !
 1985.4!                               *  +   !!          .0  .   .          !
 1986.1!                               +*     !!          .   . 0 .          !
 1986.2!                                +*    !!          .   .0  .          !
 1986.3!                                +*    !!          .   . 0 .          !
 1986.4!                               *+     !!          .  0.   .          !
 1987.1!                               +      !!          .   .0  .          !
 1987.2!                              +  *    !!          .   .  0.          !
 1987.3!                               *+     !!          .  0.   .          !
 1987.4!                              +   *   !!          .   .   .0         !
 1988.1!                              *  +    !!          0   .   .          !
 1988.2!                             +       *!!          .   .   .    0     !
 1988.3!                                    + !!          .   .0  .          !
 1988.4!                                   +  *!          .   .  0.          !
 1989.1!                                    + *!          .   . 0 .          !
 1989.2!                                    *+!!          .   0   .          !
 1989.3!                                   + *!!          .   . 0 .          !
 1989.4!                                   *+ !!          .   0   .          !
 1990.1!                                  +*  !!          .   . 0 .          !
 1990.2!                                 *+   !!          .  0.   .          !
 1990.3!                               *+     !!          .  0.   .          !
 1990.4!                            * +       !!          . 0 .   .          !
 1991.1!                           +   *      !!          .   .   0          !
 1991.2!                           *  +       !!          .0  .   .          !
 1991.3!                           +  *       !!          .   .   .0         !
 1991.4!                       *      +       !!      0   .   .   .          !
 1992.1!                       +      *       !!          .   .   .    0     !
 1992.2!                         *   +        !!         0.   .   .          !
 1992.3!                       * +            !!          .0  .   .          !
 1992.4!                      +               !!          .  0.   .          !
 1993.1!                     + *              !!          .   . 0 .          !
 1993.2!                       +              !!          .   .0  .          !
 1993.3!                       +              !!          .   0   .          !
 1993.4!                     * +              !!          .  0.   .          !
 1994.1!                  *  +                !!          0   .   .          !
 1994.2!                  +     *             !!          .   .   .  0       !
 1994.3!                   *   +              !!         0.   .   .          !
 1994.4!                   +                  !!          .   0   .          !
 1995.1!        *          +                  !!0         .   .   .          !
 1995.2!        +  *                          !!          .   .  0.          !
 1995.3!           + *                        !!          .   .  0.          !
 1995.4!              +   *                   !!          .   .   . 0        !
 1996.1!            *     +                   !!      0   .   .   .          !
 1996.2!            + *                       !!          .   .0  .          !
 1996.3!             *+                       !!          .  0.   .          !
 1996.4!          *  +                        !!          0   .   .          !
 1997.1!          +*                          !!          .   .0  .          !
 1997.2!          * +                         !!          . 0 .   .          !
 1997.3!         * +                          !!          . 0 .   .          !
 1997.4!         *+                           !!          .  0.   .          !
 1998.1!         *+                           !!          . 0 .   .          !
 1998.2!      *  +                            !!          0   .   .          !
 1998.3!       +   *                          !!          .   .   . 0        !
 1998.4!*          +                          !0          .   .   .          !
 1999.1!+         *                           !!          .   .   .        0 !
 1999.2!           +   *                      !!          .   .   . 0        !
 1999.3!         *     +                      !!      0   .   .   .          !
 1999.4!         *+                           !!          .   0   .          !
 2000.1!         *+                           !!          . 0 .   .          !
 2000.2!       * +                            !!          .0  .   .          !
 2000.3!        + *                           !!          .   . 0 .          !
 2000.4!          +*                          !!          .   .0  .          !
 2001.1!           +  *                       !!          .   .   0          !
 2001.2!              +  *                    !!          .   .  0.          !
 2001.3!               * +                    !!          .0  .   .          !
 2001.4!             * +                      !!          .0  .   .          !
 2002.1!             +   *                    !!          .   .   . 0        !
 2002.2!                 +                    !!          .   0   .          !
 2002.3!               * +                    !!          .0  .   .          !
 2002.4!          *    +                      !!        0 .   .   .          !
 2003.1!           +     *                    !!          .   .   .   0      !
 2003.2!               * +                    !!          . 0 .   .          !
 2003.3!              *+                      !!          . 0 .   .          !
 2003.4!            *+                        !!          . 0 .   .          !
 2004.1!          * +                         !!          . 0 .   .          !
 2004.2!          +    *                      !!          .   .   .0         !
 2004.3!               + *                    !!          .   .  0.          !
 2004.4!             *   +                    !!          0   .   .          !
 2005.1!             +     *                  !!          .   .   .   0      !
 2005.2!              *    +                  !!       0  .   .   .          !
 2005.3!              + *                     !!          .   . 0 .          !
 2005.4!                +  *                  !!          .   .   0          !
 2006.1!              *    +                  !!        0 .   .   .          !
 2006.2!          *   +                       !!         0.   .   .          !
 2006.3!           +*                         !!          .   .0  .          !
 2006.4!        *   +                         !!        0 .   .   .          !
 2007.1!        +   *                         !!          .   .   .0         !
 2007.2!        *   +                         !!        0 .   .   .          !
 2007.3!       *+                             !!          . 0 .   .          !
 2007.4!        +                             !!          .   0   .          !
 2008.1!        +  *                          !!          .   .   0          !
 2008.2!          * +                         !!          . 0 .   .          !
 2008.3!       *   +                          !!         0.   .   .          !
 2008.4!   *   +                              !!        0 .   .   .          !
 2009.1!    + *                               !!          .   .  0.          !
 2009.2!       +*                             !!          .   .0  .          !
 2009.3!        +                             !!          .   0   .          !
 2009.4!         +                            !!          .   0   .          !
 2010.1!         + *                          !!          .   . 0 .          !
 2010.2!       *    +                         !!        0 .   .   .          !
 2010.3!      * +                             !!          . 0 .   .          !
 2010.4! *     +                              !!      0   .   .   .          !
 2011.1!  + *                                 !!          .   . 0 .          !
 2011.2!     + *                              !!          .   .  0.          !
 2011.3!      * +                             !!          . 0 .   .          !
 2011.4!  *    +                              !!       0  .   .   .          !
 2012.1!   +  *                               !!          .   .   0          !
 2012.2!     * +                              !!          .0  .   .          !
 2012.3! *    +                               !!        0 .   .   .          !
 2012.4!   +                                  !!          .   .0  .          !


     28.72 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITSO=ITPX$/SOPMM;                                                      
 GENR LAAITSO=LOG(AAITSO+.00001);                                             
 GENR LAITSO=LOG(AITSO+.00001);                                               
 LHS AAITSO=EXP(LAAITSO)-.00001;                                              
  EQ  691 LAAITSO C LAITSO(-1) PITSO;                                         
EQUATION 692  LAAITSO  
   RHS     C  LAITSO(-1)  PITSO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  692 PLOT=0;END;                                                     

Equation number =  692
**********************

Dependent variable = LAAITSO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.017329659

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.646753126       0.106105597  -6.09537     1.000000
12485 LAITSO  ( -1)       0.590886943       0.059923364   9.86071    -3.016750
12483 PITSO   (  0)      -0.650263804       0.107811628  -6.03148     0.904277

SE of equation            =     0.134358824
Sum of squared residuals  =  3.33967431      -0.173665526E-10
Average absolute error    =     0.093971610
Sum of ABS residuals      =  17.6666626    
R squared                 =   0.85105
Durbin-Watson statistic   =   2.50925
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!              + *                     !!           .  . 0.           !
 1966.2!                  +*                  !!           .  .0 .           !
 1966.3!                    +                 !!           .  0  .           !
 1966.4!                   *  +               !!           .0 .  .           !
 1967.1!                     +    *           !!           .  .  .0          !
 1967.2!                          *+          !!           . 0.  .           !
 1967.3!                          +  *        !!           .  . 0.           !
 1967.4!                            + *       !!           .  .0 .           !
 1968.1!                           *+         !!           . 0.  .           !
 1968.2!                          + *         !!           .  .0 .           !
 1968.3!                           +          !!           .  0  .           !
 1968.4!                           +  *       !!           .  . 0.           !
 1969.1!                             +        !!           .  0  .           !
 1969.2!                           +          !!           .  0  .           !
 1969.3!                          + *         !!           .  .0 .           !
 1969.4!                    *      +          !!         0 .  .  .           !
 1970.1!                       +    *         !!           .  .  .0          !
 1970.2!                           +          !!           .  0  .           !
 1970.3!                          + *         !!           .  . 0.           !
 1970.4!                          *+          !!           .  0  .           !
 1971.1!                         +            !!           .  0  .           !
 1971.2!                         +            !!           . 0.  .           !
 1971.3!                         +            !!           .  0  .           !
 1971.4!                      *   +           !!           0  .  .           !
 1972.1!                       +  *           !!           .  . 0.           !
 1972.2!                       *   +          !!           0  .  .           !
 1972.3!                        +*            !!           .  .0 .           !
 1972.4!                       *  +           !!           .0 .  .           !
 1973.1!                     *   +            !!           0  .  .           !
 1973.2!                        + *           !!           .  . 0.           !
 1973.3!                           +   *      !!           .  .  0           !
 1973.4!                              + *     !!           .  .0 .           !
 1974.1!                              +   *   !!           .  .  0           !
 1974.2!                                +  *  !!           .  . 0.           !
 1974.3!                                +   * !!           .  . 0.           !
 1974.4!                             *   +    !!           .0 .  .           !
 1975.1!                             +*       !!           .  0  .           !
 1975.2!                             +        !!           .  0  .           !
 1975.3!                            *+        !!           .  0  .           !
 1975.4!                           *+         !!           . 0.  .           !
 1976.1!                             +        !!           .  0  .           !
 1976.2!                            * +       !!           . 0.  .           !
 1976.3!                            *+        !!           . 0.  .           !
 1976.4!                          *  +        !!           .0 .  .           !
 1977.1!                          *+          !!           . 0.  .           !
 1977.2!                            + *       !!           .  . 0.           !
 1977.3!                              + *     !!           .  . 0.           !
 1977.4!                            *  +      !!           .0 .  .           !
 1978.1!                             +        *!           .  .  .   0       !
 1978.2!                           *       +  !!        0  .  .  .           !
 1978.3!                       *     +        !!          0.  .  .           !
 1978.4!                           +*         !!           .  .0 .           !
 1979.1!                        *    +        !!           0  .  .           !
 1979.2!                         * +          !!           . 0.  .           !
 1979.3!                          *+          !!           . 0.  .           !
 1979.4!                           +*         !!           .  0  .           !
 1980.1!                           *+         !!           . 0.  .           !
 1980.2!                            + *       !!           .  .0 .           !
 1980.3!                             *+       !!           .  0  .           !
 1980.4!                             +        !!           .  0  .           !
 1981.1!                           * +        !!           .0 .  .           !
 1981.2!                            +      *  !!           .  .  . 0         !
 1981.3!                                *+    !!           . 0.  .           !
 1981.4!                              *+      !!           . 0.  .           !
 1982.1!                             *+       !!           . 0.  .           !
 1982.2!                             +        !!           .  0  .           !
 1982.3!                              +*      !!           .  .0 .           !
 1982.4!                          *   +       !!           0  .  .           !
 1983.1!                           + *        !!           .  .0 .           !
 1983.2!                            *+        !!           . 0.  .           !
 1983.3!                             +        !!           . 0.  .           !
 1983.4!                            *+        !!           . 0.  .           !
 1984.1!                             +        !!           .  0  .           !
 1984.2!                             *+       !!           . 0.  .           !
 1984.3!                              +*      !!           .  .0 .           !
 1984.4!                            *  +      !!           0  .  .           !
 1985.1!                             +        !!           .  0  .           !
 1985.2!                           *  +       !!           .0 .  .           !
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 1985.4!                            +         !!           .  0  .           !
 1986.1!                          * +         !!           .0 .  .           !
 1986.2!                           +   *      !!           .  .  0           !
 1986.3!                           *  +       !!           .0 .  .           !
 1986.4!                        *  +          !!           .0 .  .           !
 1987.1!                         +  *         !!           .  . 0.           !
 1987.2!                         *  +         !!           .0 .  .           !
 1987.3!                           +   *      !!           .  .  0           !
 1987.4!                        *     +       !!          0.  .  .           !
 1988.1!                          +  *        !!           .  . 0.           !
 1988.2!                             +        !!           .  0  .           !
 1988.3!                           * +        !!           . 0.  .           !
 1988.4!       *                    +         !0           .  .  .           !
 1989.1!                +         *           !!           .  .  .   0       !
 1989.2!                           +   *      !!           .  .  0           !
 1989.3!                             +   *    !!           .  .  0           !
 1989.4!                               +  *   !!           .  .  0           !
 1990.1!                              +       !!           . 0.  .           !
 1990.2!                            +    *    !!           .  .  .0          !
 1990.3!                              +       !!           .  .0 .           !
 1990.4!                            +    *    !!           .  .  .0          !
 1991.1!                          *  +        !!           .0 .  .           !
 1991.2!                          + *         !!           .  .0 .           !
 1991.3!                           +*         !!           .  .0 .           !
 1991.4!                           +  *       !!           .  . 0.           !
 1992.1!                            +         !!           .  0  .           !
 1992.2!                           +          !!           .  0  .           !
 1992.3!                          + *         !!           .  .0 .           !
 1992.4!                        *   +         !!           0  .  .           !
 1993.1!                          +*          !!           .  0  .           !
 1993.2!                            +   *     !!           .  .  0           !
 1993.3!                               +  *   !!           .  . 0.           !
 1993.4!                              * +     !!           .0 .  .           !
 1994.1!                              +    *  !!           .  .  .0          !
 1994.2!                              *  +    !!           .0 .  .           !
 1994.3!                             +  *     !!           .  . 0.           !
 1994.4!                              *+      !!           .  0  .           !
 1995.1!                           *  +       !!           0  .  .           !
 1995.2!                         +  *         !!           .  . 0.           !
 1995.3!                          +*          !!           .  0  .           !
 1995.4!                          +       *   !!           .  .  .  0        !
 1996.1!                               +      !!           .  0  .           !
 1996.2!                            + *       !!           .  .0 .           !
 1996.3!                           +          !!           .  0  .           !
 1996.4!                          +           !!           .  .0 .           !
 1997.1!                        +    *        !!           .  .  .0          !
 1997.2!                           +          !!           .  0  .           !
 1997.3!                         +*           !!           .  .0 .           !
 1997.4!                       *+             !!           . 0.  .           !
 1998.1!                     +                !!           .  0  .           !
 1998.2!                   +*                 !!           .  .0 .           !
 1998.3!                   +   *              !!           .  .  0           !
 1998.4!           *         +                !!       0   .  .  .           !
 1999.1!       +           *                  !!           .  .  .     0     !
 1999.2!                  *+                  !!           . 0.  .           !
 1999.3!                  +*                  !!           .  .0 .           !
 1999.4!                   +*                 !!           .  .0 .           !
 2000.1!                   +                  !!           .  0  .           !
 2000.2!               *  +                   !!           .0 .  .           !
 2000.3!                +  *                  !!           .  . 0.           !
 2000.4!                 *+                   !!           . 0.  .           !
 2001.1!                +   *                 !!           .  .  0           !
 2001.2!                  *+                  !!           . 0.  .           !
 2001.3!                 +*                   !!           .  .0 .           !
 2001.4!                 + *                  !!           .  . 0.           !
 2002.1!                +  *                  !!           .  .  0           !
 2002.2!                  +*                  !!           .  .0 .           !
 2002.3!                 +                    !!           .  0  .           !
 2002.4!             *  +                     !!           .0 .  .           !
 2003.1!             +                        !!           .  0  .           !
 2003.2!             +                        !!           .  .0 .           !
 2003.3!            + *                       !!           .  .0 .           !
 2003.4!         *  +                         !!           0  .  .           !
 2004.1!        +*                            !!           .  0  .           !
 2004.2!         +    *                       !!           .  .  .0          !
 2004.3!            +                         !!           .  0  .           !
 2004.4!         * +                          !!           .0 .  .           !
 2005.1!        +    *                        !!           .  .  0           !
 2005.2!              +                       !!           .  0  .           !
 2005.3!             *+                       !!           . 0.  .           !
 2005.4!             *+                       !!           . 0.  .           !
 2006.1!              +*                      !!           .  .0 .           !
 2006.2!            * +                       !!           . 0.  .           !
 2006.3!           +                          !!           .  0  .           !
 2006.4!         *  +                         !!           0  .  .           !
 2007.1!        +   *                         !!           .  .  .0          !
 2007.2!       *   +                          !!           0  .  .           !
 2007.3!       +*                             !!           .  .0 .           !
 2007.4!    *   +                             !!           0  .  .           !
 2008.1!     +  *                             !!           .  . 0.           !
 2008.2!    *   +                             !!           0  .  .           !
 2008.3!     +*                               !!           .  0  .           !
 2008.4*       +                              !!        0  .  .  .           !
 2009.1! +*                                   !!           .  .0 .           !
 2009.2!   +                                  !!           .  0  .           !
 2009.3!   +*                                 !!           .  0  .           !
 2009.4! *  +                                 !!           0  .  .           !
 2010.1!* +                                   !!           .0 .  .           !
 2010.2!  * +                                 !!           . 0.  .           !
 2010.3!  *  +                                !!           .0 .  .           !
 2010.4!    +                                 !!           .  0  .           !
 2011.1!    * +                               !!           .0 .  .           !
 2011.2!         +*                           !!           .  .0 .           !
 2011.3!         *  +                         !!           .0 .  .           !
 2011.4!         *  +                         !!           .0 .  .           !
 2012.1!         *  +                         !!           .0 .  .           !
 2012.2!          * +                         !!           .0 .  .           !
 2012.3!       *    +                         !!          0.  .  .           !
 2012.4!       *   +                          !!           0  .  .           !


     23.40 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ   692 LAANESO C LANESO(-1) PNESO;SMPL 1966.1 2012.4;OLS;EST  692 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTSO=STPX$/SOPMM;                                                      
 GENR LAASTSO=LOG(AASTSO+.00001);                                             
 GENR LASTSO=LOG(ASTSO+.00001);                                               
 LHS AASTSO=EXP(LAASTSO)-.00001;                                              
  EQ  693 LAASTSO C LASTSO(-1) PSTSO;                                         
EQUATION 693  LAASTSO  
   RHS     C  LASTSO(-1)  PSTSO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  693 PLOT=0;END;                                                     

Equation number =  693
**********************

Dependent variable = LAASTSO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.790349406

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.270824953       0.090706333  -2.98573     1.000000
12488 LASTSO  ( -1)       0.846784486       0.044553860  19.00586    -3.782991
12486 PSTSO   (  0)      -0.340967179       0.106146201  -3.21224     0.927205

SE of equation            =     0.142663504
Sum of squared residuals  =  3.76528192       0.656052990E-11
Average absolute error    =     0.101716102
Sum of ABS residuals      =  19.1226272    
R squared                 =   0.93412
Durbin-Watson statistic   =   2.75867
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                            +    *    !!          .   .   .  0       !
 1966.2!                                 + *  !!          .   .  0.          !
 1966.3!                                  *+  !!          .  0.   .          !
 1966.4!                              *   +   !!         0.   .   .          !
 1967.1!                             * +      !!          . 0 .   .          !
 1967.2!                              *+      !!          .   0   .          !
 1967.3!                              *+      !!          .  0.   .          !
 1967.4!                               +      !!          .   0   .          !
 1968.1!                               +*     !!          .   0   .          !
 1968.2!                                +     !!          .   0   .          !
 1968.3!                                 +    !!          .   0   .          !
 1968.4!                                 +    !!          .   0   .          !
 1969.1!                                 +    !!          .   0   .          !
 1969.2!                               * +    !!          .0  .   .          !
 1969.3!                               *+     !!          .  0.   .          !
 1969.4!                                +     !!          .   .0  .          !
 1970.1!                                *+    !!          .  0.   .          !
 1970.2!                               *+     !!          . 0 .   .          !
 1970.3!                               +*     !!          .   .0  .          !
 1970.4!                               *+     !!          .  0.   .          !
 1971.1!                                +     !!          .   0   .          !
 1971.2!                             *  +     !!          0   .   .          !
 1971.3!                             +  *     !!          .   .  0.          !
 1971.4!                              * +     !!          . 0 .   .          !
 1972.1!                              +   *   !!          .   .   .0         !
 1972.2!                                  +*  !!          .   .0  .          !
 1972.3!                                   +  *!          .   .   0          !
 1972.4!                              *      +!!      0   .   .   .          !
 1973.1!                              +       !!          .   0   .          !
 1973.2!                              +       !!          .   0   .          !
 1973.3!                             +        !!          .   0   .          !
 1973.4!                             +*       !!          .   0   .          !
 1974.1!                              +   *   !!          .   .   .0         !
 1974.2!                                  +*  !!          .   . 0 .          !
 1974.3!                                 * +  !!          .0  .   .          !
 1974.4!                               * +    !!          .0  .   .          !
 1975.1!                               +  *   !!          .   .   .0         !
 1975.2!                                  +   !!          .   0   .          !
 1975.3!                               * +    !!          .0  .   .          !
 1975.4!                               +      !!          .   0   .          !
 1976.1!                            *  +      !!          .0  .   .          !
 1976.2!                            +         !!          .   0   .          !
 1976.3!                            +         !!          .   0   .          !
 1976.4!                            +  *      !!          .   .  0.          !
 1977.1!                               +      !!          .  0.   .          !
 1977.2!                               +      !!          .   0   .          !
 1977.3!                               +*     !!          .   .0  .          !
 1977.4!                               +*     !!          .   . 0 .          !
 1978.1!                               +*     !!          .   .0  .          !
 1978.2!                             * +      !!          . 0 .   .          !
 1978.3!                            +    *    !!          .   .   . 0        !
 1978.4!                             *  +     !!          0   .   .          !
 1979.1!                            +  *      !!          .   .  0.          !
 1979.2!                              +  *    !!          .   .   0          !
 1979.3!                             *  +     !!          .0  .   .          !
 1979.4!                             +   *    !!          .   .   .0         !
 1980.1!                               *+     !!          .  0.   .          !
 1980.2!                             * +      !!          . 0 .   .          !
 1980.3!                             *+       !!          .   0   .          !
 1980.4!                            * +       !!          . 0 .   .          !
 1981.1!                            *+        !!          .  0.   .          !
 1981.2!                             +   *    !!          .   .   .0         !
 1981.3!                               * +    !!          . 0 .   .          !
 1981.4!                              +*      !!          .   0   .          !
 1982.1!                              +       !!          .   0   .          !
 1982.2!                            * +       !!          . 0 .   .          !
 1982.3!                           * +        !!          .0  .   .          !
 1982.4!                           + *        !!          .   . 0 .          !
 1983.1!                             +   *    !!          .   .   .0         !
 1983.2!                            *    +    !!        0 .   .   .          !
 1983.3!                             +        !!          .   .0  .          !
 1983.4!                       *      +       !!       0  .   .   .          !
 1984.1!                         +  *         !!          .   .   0          !
 1984.2!                          * +         !!          . 0 .   .          !
 1984.3!                           +*         !!          .   .0  .          !
 1984.4!                             +        !!          .   .0  .          !
 1985.1!                              + *     !!          .   .  0.          !
 1985.2!                               *+     !!          . 0 .   .          !
 1985.3!                               + *    !!          .   .  0.          !
 1985.4!                                +  *  !!          .   .   0          !
 1986.1!                               *  +   !!          0   .   .          !
 1986.2!                              +    *  !!          .   .   .0         !
 1986.3!                                 +*   !!          .   .0  .          !
 1986.4!                                +     !!          .   0   .          !
 1987.1!                             * +      !!          . 0 .   .          !
 1987.2!                             +   *    !!          .   .   .0         !
 1987.3!                              *+      !!          .  0.   .          !
 1987.4!                          *  +        !!          0   .   .          !
 1988.1!                          + *         !!          .   . 0 .          !
 1988.2!                            +*        !!          .   . 0 .          !
 1988.3!                             +*       !!          .   .0  .          !
 1988.4!                             +        !!          .   0   .          !
 1989.1!                             +        !!          .   .0  .          !
 1989.2!                             +*       !!          .   .0  .          !
 1989.3!                              +       !!          .   .0  .          !
 1989.4!                              +       !!          .   0   .          !
 1990.1!                             +    *   !!          .   .   . 0        !
 1990.2!                               *+     !!          .  0.   .          !
 1990.3!                              +*      !!          .   . 0 .          !
 1990.4!                              +*      !!          .   .0  .          !
 1991.1!                             +*       !!          .   0   .          !
 1991.2!                             +        !!          .   0   .          !
 1991.3!                            + *       !!          .   . 0 .          !
 1991.4!                           * +        !!          . 0 .   .          !
 1992.1!                           +  *       !!          .   .   0          !
 1992.2!                             +        !!          .   0   .          !
 1992.3!                           *+         !!          . 0 .   .          !
 1992.4!                        * +           !!          .0  .   .          !
 1993.1!                        +       *     !!          .   .   .     0    !
 1993.2!                               + *    !!          .   . 0 .          !
 1993.3!                                + *   !!          .   . 0 .          !
 1993.4!                              * +     !!          .0  .   .          !
 1994.1!                             + *      !!          .   .  0.          !
 1994.2!                              + *     !!          .   . 0 .          !
 1994.3!                              +*      !!          .   .0  .          !
 1994.4!                             +        !!          .   0   .          !
 1995.1!                     *      +         !!      0   .   .   .          !
 1995.2!                   +    *             !!          .   .   . 0        !
 1995.3!                      +  *            !!          .   .  0.          !
 1995.4!                       +     *        !!          .   .   .  0       !
 1996.1!                          * +         !!          . 0 .   .          !
 1996.2!                        *+            !!          .  0.   .          !
 1996.3!                       +  *           !!          .   .   0          !
 1996.4!                       * +            !!          . 0 .   .          !
 1997.1!                      *+              !!          .   0   .          !
 1997.2!                   *  +               !!          .0  .   .          !
 1997.3!               *   +                  !!         0.   .   .          !
 1997.4!               +                      !!          .   0   .          !
 1998.1!               + *                    !!          .   .  0.          !
 1998.2!               * +                    !!          . 0 .   .          !
 1998.3!               + *                    !!          .   .  0.          !
 1998.4!        *        +                    !!   0      .   .   .          !
 1999.1!      +         *                     !!          .   .   .       0  !
 1999.2!              * +                     !!          .  0.   .          !
 1999.3!             * +                      !!          . 0 .   .          !
 1999.4!             +*                       !!          .   0   .          !
 2000.1!              +                       !!          .   0   .          !
 2000.2!              +                       !!          .   .0  .          !
 2000.3!             *+                       !!          . 0 .   .          !
 2000.4!             + *                      !!          .   . 0 .          !
 2001.1!           *  +                       !!          0   .   .          !
 2001.2!           *+                         !!          .  0.   .          !
 2001.3!          *+                          !!          .  0.   .          !
 2001.4!         *+                           !!          . 0 .   .          !
 2002.1!        +  *                          !!          .   .   0          !
 2002.2!           +*                         !!          .   . 0 .          !
 2002.3!           *+                         !!          .  0.   .          !
 2002.4!          *+                          !!          .  0.   .          !
 2003.1!          +                           !!          .   0   .          !
 2003.2!         *+                           !!          .  0.   .          !
 2003.3!         +                            !!          .   0   .          !
 2003.4!      * +                             !!          . 0 .   .          !
 2004.1!      +*                              !!          .   .0  .          !
 2004.2!     * +                              !!          . 0 .   .          !
 2004.3!     +                                !!          .  0.   .          !
 2004.4!    *+                                !!          . 0 .   .          !
 2005.1!    + *                               !!          .   . 0 .          !
 2005.2!   *   +                              !!         0.   .   .          !
 2005.3!     +           *                    !!          .   .   .          0
 2005.4!     *           +                    !!0         .   .   .          !
 2006.1!      *+                              !!          .  0.   .          !
 2006.2!      * +                             !!          .  0.   .          !
 2006.3!      *+                              !!          .  0.   .          !
 2006.4!   *    +                             !!        0 .   .   .          !
 2007.1!    +   *                             !!          .   .   0          !
 2007.2!     *  +                             !!          0   .   .          !
 2007.3!  *   +                               !!         0.   .   .          !
 2007.4!    +  *                              !!          .   .  0.          !
 2008.1!    *  +                              !!          0   .   .          !
 2008.2!     +*                               !!          .   . 0 .          !
 2008.3! *     +                              !!       0  .   .   .          !
 2008.4!   + *                                !!          .   . 0 .          !
 2009.1!   *+                                 !!          . 0 .   .          !
 2009.2!  +    *                              !!          .   .   . 0        !
 2009.3!   *  +                               !!          0   .   .          !
 2009.4!   +  *                               !!          .   .  0.          !
 2010.1!     +                                !!          .   0   .          !
 2010.2!   * +                                !!          .0  .   .          !
 2010.3!   + *                                !!          .   . 0 .          !
 2010.4!  * +                                 !!          .0  .   .          !
 2011.1!  +*                                  !!          .   . 0 .          !
 2011.2!   +  *                               !!          .   .  0.          !
 2011.3!   *  +                               !!          .0  .   .          !
 2011.4!*  +                                  !!          .0  .   .          !
 2012.1! + *                                  !!          .   . 0 .          !
 2012.2! * +                                  !!          . 0 .   .          !
 2012.3*  +                                   !!          .0  .   .          !
 2012.4*+                                     !!          .  0.   .          !


     21.81 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKSO=UKPX$/SOPMM;                                                      
 GENR LAAUKSO=LOG(AAUKSO+.00001);                                             
 GENR LAUKSO=LOG(AUKSO+.00001);                                               
 LHS AAUKSO=EXP(LAAUKSO)-.00001;                                              
  EQ  694 LAAUKSO C LAUKSO(-1) PUKSO;                                         
EQUATION 694  LAAUKSO  
   RHS     C  LAUKSO(-1)  PUKSO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  694 PLOT=0;END;                                                     

Equation number =  694
**********************

Dependent variable = LAAUKSO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -1.969162701

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.025321081       0.075387755  -0.33588     1.000000
12491 LAUKSO  ( -1)       0.963043964       0.023893899  40.30501    -1.957255
12489 PUKSO   (  0)      -0.058399968       0.095530884  -0.61132     1.008894

SE of equation            =     0.136872736
Sum of squared residuals  =  3.46581697       0.235145237E-11
Average absolute error    =     0.090034191
Sum of ABS residuals      =  16.9264280    
R squared                 =   0.93990
Durbin-Watson statistic   =   2.71508
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                   *  +!           0. . .            !
 1966.2!                                  +   !!            . 0 .            !
 1966.3!                                 +  * !!            . . .0           !
 1966.4!                                    + !!            . .0.            !
 1967.1!                                   + *!!            . . 0            !
 1967.2!                                     +*!            . .0.            !
 1967.3!                                    *+!!            .0. .            !
 1967.4!                                   *+ !!            . 0 .            !
 1968.1!                                   +* !!            . .0.            !
 1968.2!                                   +  !!            . 0 .            !
 1968.3!                                  *+  !!            . 0 .            !
 1968.4!                                 *+   !!            .0. .            !
 1969.1!                                 +*   !!            . .0.            !
 1969.2!                                  +   !!            . 0 .            !
 1969.3!                                 +    !!            . 0 .            !
 1969.4!                                 +*   !!            . .0.            !
 1970.1!                                *+    !!            .0. .            !
 1970.2!                                +     !!            . 0 .            !
 1970.3!                               +      !!            . 0 .            !
 1970.4!                              +  *    !!            . . 0            !
 1971.1!                                +*    !!            . 0 .            !
 1971.2!                                + *   !!            . . 0            !
 1971.3!                                 +    !!            .0. .            !
 1971.4!                                + *   !!            . . 0            !
 1972.1!                                * +   !!            .0. .            !
 1972.2!                                +*    !!            . .0.            !
 1972.3!                              *  +    !!           0. . .            !
 1972.4!                              +   *   !!            . . . 0          !
 1973.1!                               *  +   !!            0 . .            !
 1973.2!                               +      !!            . 0 .            !
 1973.3!                              +*      !!            . .0.            !
 1973.4!                               +      !!            . 0 .            !
 1974.1!                              *+      !!            .0. .            !
 1974.2!                              +       !!            . .0.            !
 1974.3!                              +       !!            . 0 .            !
 1974.4!                              +*      !!            . .0.            !
 1975.1!                               +*     !!            . .0.            !
 1975.2!                               +*     !!            . 0 .            !
 1975.3!                               + *    !!            . . 0            !
 1975.4!                                 +    !!            . 0 .            !
 1976.1!                                +     !!            . 0 .            !
 1976.2!                              * +     !!            0 . .            !
 1976.3!                              +*      !!            . .0.            !
 1976.4!                              *+      !!            .0. .            !
 1977.1!                             +        !!            . 0 .            !
 1977.2!                             +        !!            . 0 .            !
 1977.3!                             +*       !!            . .0.            !
 1977.4!                            * +       !!            .0. .            !
 1978.1!                            +*        !!            . .0.            !
 1978.2!                             +        !!            . 0 .            !
 1978.3!                             +        !!            . 0 .            !
 1978.4!                             +        !!            . .0.            !
 1979.1!                           * +        !!            0 . .            !
 1979.2!                           +  *       !!            . . .0           !
 1979.3!                             +        !!            . 0 .            !
 1979.4!                             +        !!            . 0 .            !
 1980.1!                          * +         !!           0. . .            !
 1980.2!                        *+            !!            0 . .            !
 1980.3!                       +*             !!            . .0.            !
 1980.4!                        +*            !!            . .0.            !
 1981.1!                      *  +            !!            0 . .            !
 1981.2!                      +               !!            . 0 .            !
 1981.3!                     + *              !!            . . 0            !
 1981.4!                       +  *           !!            . . 0            !
 1982.1!                        *+            !!            .0. .            !
 1982.2!                        +             !!            . 0 .            !
 1982.3!                       + *            !!            . .0.            !
 1982.4!                        + *           !!            . . 0            !
 1983.1!                        * +           !!            0 . .            !
 1983.2!                       +              !!            . 0 .            !
 1983.3!                      *+              !!            .0. .            !
 1983.4!                      +  *            !!            . . .0           !
 1984.1!                      *  +            !!            0 . .            !
 1984.2!                      +               !!            . 0 .            !
 1984.3!                    * +               !!            .0. .            !
 1984.4!                    +  *              !!            . . .0           !
 1985.1!                       +              !!            . .0.            !
 1985.2!                       + *            !!            . . 0            !
 1985.3!                        *+            !!            .0. .            !
 1985.4!                        +*            !!            . . 0            !
 1986.1!                        *+            !!            .0. .            !
 1986.2!                        +*            !!            . .0.            !
 1986.3!                        *+            !!            . 0 .            !
 1986.4!                        + *           !!            . . 0            !
 1987.1!                          +           !!            . 0 .            !
 1987.2!                        * +           !!            0 . .            !
 1987.3!                        +             !!            . .0.            !
 1987.4!                        +             !!            . 0 .            !
 1988.1!                        +             !!            . 0 .            !
 1988.2!                       *+             !!            .0. .            !
 1988.3!                       +*             !!            . .0.            !
 1988.4!                        +*            !!            . .0.            !
 1989.1!                       *+             !!            0 . .            !
 1989.2!                      *+              !!            .0. .            !
 1989.3!                      +*              !!            . .0.            !
 1989.4!                       +*             !!            . . 0            !
 1990.1!                        + *           !!            . .0.            !
 1990.2!                         +            !!            . 0 .            !
 1990.3!                        *+            !!            .0. .            !
 1990.4!                        + *           !!            . . 0            !
 1991.1!                      *  +            !!           0. . .            !
 1991.2!                      +*              !!            . .0.            !
 1991.3!                      +*              !!            . 0 .            !
 1991.4!                      +*              !!            . .0.            !
 1992.1!                    *  +              !!           0. . .            !
 1992.2!                    +  *              !!            . . .0           !
 1992.3!                     * +              !!            0 . .            !
 1992.4!                     +*               !!            . .0.            !
 1993.1!                     *+               !!            .0. .            !
 1993.2!                     +                !!            . 0 .            !
 1993.3!                    +                 !!            .0. .            !
 1993.4!                    +  *              !!            . . .0           !
 1994.1!                     * +              !!            .0. .            !
 1994.2!                    *+                !!            .0. .            !
 1994.3!                    + *               !!            . .0.            !
 1994.4!                     +*               !!            . 0 .            !
 1995.1!                  *   +               !!          0 . . .            !
 1995.2!                 +*                   !!            . .0.            !
 1995.3!                  +*                  !!            . .0.            !
 1995.4!                   +   *              !!            . . . 0          !
 1996.1!                      +               !!            .0. .            !
 1996.2!                    *+                !!            .0. .            !
 1996.3!                   *+                 !!            . 0 .            !
 1996.4!                   +*                 !!            . 0 .            !
 1997.1!                  *+                  !!            0 . .            !
 1997.2!                 +*                   !!            . 0 .            !
 1997.3!                * +                   !!            .0. .            !
 1997.4!                +*                    !!            . .0.            !
 1998.1!              * +                     !!            0 . .            !
 1998.2!              + *                     !!            . . 0            !
 1998.3!               *+                     !!            .0. .            !
 1998.4!         *     +                      !!        0   . . .            !
 1999.1!        +       *                     !!            . . .    0       !
 1999.2!             *  +                     !!           0. . .            !
 1999.3!             +                        !!            . 0 .            !
 1999.4!            *+                        !!            .0. .            !
 2000.1!           *+                         !!            .0. .            !
 2000.2!          *+                          !!            .0. .            !
 2000.3!          + *                         !!            . .0.            !
 2000.4!           + *                        !!            . .0.            !
 2001.1!             + *                      !!            . . 0            !
 2001.2!            * +                       !!            0 . .            !
 2001.3!            +                         !!            . .0.            !
 2001.4!            +*                        !!            . .0.            !
 2002.1!             +*                       !!            . .0.            !
 2002.2!              +*                      !!            . .0.            !
 2002.3!             * +                      !!            .0. .            !
 2002.4!             + *                      !!            . . 0            !
 2003.1!           *   +                      !!          0 . . .            !
 2003.2!           + *                        !!            . . 0            !
 2003.3!             +*                       !!            . .0.            !
 2003.4!              +                       !!            .0. .            !
 2004.1!            *+                        !!            .0. .            !
 2004.2!          * +                         !!            0 . .            !
 2004.3!          +                           !!            . 0 .            !
 2004.4!          +*                          !!            . 0 .            !
 2005.1!           +                          !!            . 0 .            !
 2005.2!          *+                          !!            .0. .            !
 2005.3!          +*                          !!            . .0.            !
 2005.4!           +                          !!            . 0 .            !
 2006.1!           +                          !!            . 0 .            !
 2006.2!         *  +                         !!            0 . .            !
 2006.3!      *  +                            !!           0. . .            !
 2006.4!       +*                             !!            . .0.            !
 2007.1!        +*                            !!            . .0.            !
 2007.2!      *  +                            !!           0. . .            !
 2007.3!      +*                              !!            . .0.            !
 2007.4!       +*                             !!            . 0 .            !
 2008.1!        +*                            !!            . .0.            !
 2008.2!         +   *                        !!            . . . 0          !
 2008.3!          *  +                        !!           0. . .            !
 2008.4!          +  *                        !!            . . .0           !
 2009.1!        *    +                        !!         0  . . .            !
 2009.2!       *+                             !!            .0. .            !
 2009.3!        +                             !!            . 0 .            !
 2009.4!        + *                           !!            . .0.            !
 2010.1!        * +                           !!            0 . .            !
 2010.2!  *     +                             !!        0   . . .            !
 2010.3!   +    *                             !!            . . . 0          !
 2010.4!        +*                            !!            . .0.            !
 2011.1!         +        *                   !!            . . .     0      !
 2011.2!  *               +                   !0            . . .            !
 2011.3!  +                                   !!            .0. .            !
 2011.4!  +                                   !!            . 0 .            !
 2012.1!* +                                   !!            0 . .            !
 2012.2! +                                    !!            . 0 .            !
 2012.3* +                                    !!            0 . .            !
 2012.4!+*                                    !!            . . 0            !


     19.15 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
@EQ   695 LAAFISO C LAFISO(-1) PFISO;SMPL 1966.1 2012.4;OLS;EST  695 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASSO=ASPX$/SOPMM;                                                      
 GENR LAAASSO=LOG(AAASSO+.00001);                                             
 GENR LAASSO=LOG(AASSO+.00001);                                               
 LHS AAASSO=EXP(LAAASSO)-.00001;                                              
  EQ  696 LAAASSO C LAASSO(-1) PASSO;                                         
EQUATION 695  LAAASSO  
   RHS     C  LAASSO(-1)  PASSO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  695 PLOT=0;END;                                                     

Equation number =  695
**********************

Dependent variable = LAAASSO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.038867873

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.553639759       0.160978571  -3.43921     1.000000
12494 LAASSO  ( -1)       0.841941589       0.037950125  22.18548    -4.041390
12492 PASSO   (  0)      -0.073703468       0.067117356  -1.09813     1.120897

SE of equation            =     0.242623120
Sum of squared residuals  =  10.8902060       0.147846180E-10
Average absolute error    =     0.179787733
Sum of ABS residuals      =  33.8000938    
R squared                 =   0.73508
Durbin-Watson statistic   =   2.53787
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!   +       *                          !!           .  .  . 0         !
 1966.2!          * +                         !!           . 0.  .           !
 1966.3!       *   +                          !!           0  .  .           !
 1966.4!         +        *                   !!           .  .  .  0        !
 1967.1!                  +   *               !!           .  .  0           !
 1967.2!                     +*               !!           .  0  .           !
 1967.3!                  *  +                !!           .0 .  .           !
 1967.4!               *  +                   !!           .0 .  .           !
 1968.1!        *      +                      !!         0 .  .  .           !
 1968.2!          +   *                       !!           .  .  0           !
 1968.3!               +     *                !!           .  .  .0          !
 1968.4!                   * +                !!           . 0.  .           !
 1969.1!                  *+                  !!           .  0  .           !
 1969.2!                   +                  !!           .  0  .           !
 1969.3!                   +  *               !!           .  . 0.           !
 1969.4!                      +               !!           .  0  .           !
 1970.1!                     *+               !!           .  0  .           !
 1970.2!                     +    *           !!           .  .  0           !
 1970.3!                         + *          !!           .  .0 .           !
 1970.4!                          +           !!           .  0  .           !
 1971.1!                         +  *         !!           .  . 0.           !
 1971.2!                         * +          !!           . 0.  .           !
 1971.3!                        +   *         !!           .  . 0.           !
 1971.4!                          +*          !!           .  0  .           !
 1972.1!                          +  *        !!           .  . 0.           !
 1972.2!                        *   +         !!           0  .  .           !
 1972.3!                       + *            !!           .  .0 .           !
 1972.4!                        + *           !!           .  .0 .           !
 1973.1!                        +             !!           .  0  .           !
 1973.2!                       + *            !!           .  .0 .           !
 1973.3!                        +             !!           .  0  .           !
 1973.4!                 *     +              !!          0.  .  .           !
 1974.1!                +    *                !!           .  .  0           !
 1974.2!                *   +                 !!           0  .  .           !
 1974.3!                 +*                   !!           .  .0 .           !
 1974.4!                  +                   !!           .  0  .           !
 1975.1!                 *+                   !!           . 0.  .           !
 1975.2!                 +*                   !!           .  .0 .           !
 1975.3!                *  +                  !!           . 0.  .           !
 1975.4!              *  +                    !!           .0 .  .           !
 1976.1!               +   *                  !!           .  . 0.           !
 1976.2!                *  +                  !!           .0 .  .           !
 1976.3!           *    +                     !!           0  .  .           !
 1976.4!             +   *                    !!           .  .  0           !
 1977.1!           *      +                   !!          0.  .  .           !
 1977.2!             +*                       !!           .  0  .           !
 1977.3!           *   +                      !!           0  .  .           !
 1977.4!           *+                         !!           . 0.  .           !
 1978.1!            + *                       !!           .  .0 .           !
 1978.2!             * +                      !!           . 0.  .           !
 1978.3!         *     +                      !!          0.  .  .           !
 1978.4!           +  *                       !!           .  . 0.           !
 1979.1!         *     +                      !!          0.  .  .           !
 1979.2!         * +                          !!           . 0.  .           !
 1979.3!           +                          !!           .  0  .           !
 1979.4!          * +                         !!           . 0.  .           !
 1980.1!            +  *                      !!           .  . 0.           !
 1980.2!        *       +                     !!         0 .  .  .           !
 1980.3!          +                           !!           .  0  .           !
 1980.4!       *   +                          !!           0  .  .           !
 1981.1!          +                           !!           .  .0 .           !
 1981.2!          * +                         !!           . 0.  .           !
 1981.3!            +                         !!           .  0  .           !
 1981.4!        *    +                        !!           0  .  .           !
 1982.1!         *+                           !!           . 0.  .           !
 1982.2!           +   *                      !!           .  . 0.           !
 1982.3!             *  +                     !!           .0 .  .           !
 1982.4!            * +                       !!           . 0.  .           !
 1983.1!             *+                       !!           . 0.  .           !
 1983.2!              +  *                    !!           .  . 0.           !
 1983.3!                * +                   !!           . 0.  .           !
 1983.4!              *  +                    !!           .0 .  .           !
 1984.1!         *     +                      !!          0.  .  .           !
 1984.2!           +                       *  !!           .  .  .           0
 1984.3!                          *      +    !!          0.  .  .           !
 1984.4!               *         +            !!        0  .  .  .           !
 1985.1!                +     *               !!           .  .  .0          !
 1985.2!             *        +               !!        0  .  .  .           !
 1985.3!              + *                     !!           .  .0 .           !
 1985.4!                *+                    !!           . 0.  .           !
 1986.1!                 +*                   !!           .  .0 .           !
 1986.2!              *    +                  !!           0  .  .           !
 1986.3!                + *                   !!           .  . 0.           !
 1986.4!                  *+                  !!           . 0.  .           !
 1987.1!                   +   *              !!           .  .  0           !
 1987.2!          *            +              !!      0    .  .  .           !
 1987.3!            +*                        !!           .  .0 .           !
 1987.4!             * +                      !!           . 0.  .           !
 1988.1!             * +                      !!           . 0.  .           !
 1988.2!        *     +                       !!          0.  .  .           !
 1988.3!        * +                           !!           .0 .  .           !
 1988.4!    *     +                           !!          0.  .  .           !
 1989.1!      +        *                      !!           .  .  . 0         !
 1989.2!          *     +                     !!          0.  .  .           !
 1989.3!    *       +                         !!         0 .  .  .           !
 1989.4!    * +                               !!           .0 .  .           !
 1990.1*       +                              !!         0 .  .  .           !
 1990.2!   +     *                            !!           .  .  .0          !
 1990.3!        *  +                          !!           .0 .  .           !
 1990.4!          +                           !!           .  0  .           !
 1991.1!            +       *                 !!           .  .  . 0         !
 1991.2!              *     +                 !!          0.  .  .           !
 1991.3!            *   +                     !!           .0 .  .           !
 1991.4!             *+                       !!           . 0.  .           !
 1992.1!           *   +                      !!           .0 .  .           !
 1992.2!             +   *                    !!           .  .  0           !
 1992.3!           *      +                   !!         0 .  .  .           !
 1992.4!             +           *            !!           .  .  .    0      !
 1993.1!                       * +            !!           . 0.  .           !
 1993.2!                       +*             !!           .  .0 .           !
 1993.3!                        +  *          !!           .  . 0.           !
 1993.4!                           +          !!           .  0  .           !
 1994.1!                       *   +          !!           .0 .  .           !
 1994.2!                      *+              !!           .  0  .           !
 1994.3!                      +       *       !!           .  .  . 0         !
 1994.4!                            *+        !!           . 0.  .           !
 1995.1!                    *      +          !!         0 .  .  .           !
 1995.2!                    +     *           !!           .  .  0           !
 1995.3!                         +     *      !!           .  .  0           !
 1995.4!                             +*       !!           .  0  .           !
 1996.1!                             +    *   !!           .  .  0           !
 1996.2!                                +     !!           .  0  .           !
 1996.3!                              +       *!           .  .  . 0         !
 1996.4!                                  * + !!           . 0.  .           !
 1997.1!                                +   * !!           .  .  0           !
 1997.2!                                  +*  !!           .  0  .           !
 1997.3!                                *+    !!           . 0.  .           !
 1997.4!                              + *     !!           .  .0 .           !
 1998.1!                               +   *  !!           .  .  0           !
 1998.2!                                *+    !!           . 0.  .           !
 1998.3!                              +       !!           .  0  .           !
 1998.4!                         *   +        !!           0  .  .           !
 1999.1!                        +        *    !!           .  .  .  0        !
 1999.2!                                +*    !!           .  .0 .           !
 1999.3!                              * +     !!           . 0.  .           !
 1999.4!                             +*       !!           .  .0 .           !
 2000.1!                             + *      !!           .  . 0.           !
 2000.2!                              + *     !!           .  .0 .           !
 2000.3!                              +  *    !!           .  .0 .           !
 2000.4!                               +      !!           .  0  .           !
 2001.1!                             +        !!           .  0  .           !
 2001.2!                            +  *      !!           .  . 0.           !
 2001.3!                             +  *     !!           .  . 0.           !
 2001.4!                              +       !!           .  0  .           !
 2002.1!                            +   *     !!           .  . 0.           !
 2002.2!                              +  *    !!           .  . 0.           !
 2002.3!                              *+      !!           . 0.  .           !
 2002.4!                            + *       !!           .  .0 .           !
 2003.1!                             +   *    !!           .  .  0           !
 2003.2!                              *+      !!           . 0.  .           !
 2003.3!                             +*       !!           .  .0 .           !
 2003.4!                             +        !!           .  0  .           !
 2004.1!                           +   *      !!           .  . 0.           !
 2004.2!                             +  *     !!           .  . 0.           !
 2004.3!                           *  +       !!           .0 .  .           !
 2004.4!                          + *         !!           .  .0 .           !
 2005.1!                           + *        !!           .  .0 .           !
 2005.2!                            + *       !!           .  . 0.           !
 2005.3!                             + *      !!           .  . 0.           !
 2005.4!                             +        !!           .  0  .           !
 2006.1!                            +   *     !!           .  . 0.           !
 2006.2!                            * +       !!           . 0.  .           !
 2006.3!                           +*         !!           .  .0 .           !
 2006.4!                      *   +           !!           0  .  .           !
 2007.1!                     +       *        !!           .  .  . 0         !
 2007.2!                         * +          !!           . 0.  .           !
 2007.3!                        +     *       !!           .  .  0           !
 2007.4!                           *+         !!           . 0.  .           !
 2008.1!                          +           !!           .  .0 .           !
 2008.2!                      *  +            !!           .0 .  .           !
 2008.3!                     +*               !!           .  0  .           !
 2008.4!                     +*               !!           .  .0 .           !
 2009.1!               *     +                !!          0.  .  .           !
 2009.2!               +    *                 !!           .  .  0           !
 2009.3!                    +                 !!           .  0  .           !
 2009.4!                    +*                !!           .  .0 .           !
 2010.1!                    + *               !!           .  .0 .           !
 2010.2!                     +*               !!           .  0  .           !
 2010.3!             *       +                !!         0 .  .  .           !
 2010.4!             +  *                     !!           .  . 0.           !
 2011.1!              *+                      !!           . 0.  .           !
 2011.2!             *+                       !!           . 0.  .           !
 2011.3!             +                        !!           .  0  .           !
 2011.4!         *   +                        !!           .0 .  .           !
 2012.1!          +     *                     !!           .  .  .0          !
 2012.2!              * +                     !!           . 0.  .           !
 2012.3!        *     +                       !!           0  .  .           !
 2012.4!         +*                           !!           .  0  .           !


     25.53 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
@@EQ  697 LAAKOSO C LAKOSO(-1) PKOSO;SMPL 1994.3 2012.4;OLS;EST  697 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBESO=BEPX$Q/SOPMM;                                                     
 GENR LAABESO=LOG(AABESO+.00001);                                             
 GENR LABESO=LOG(ABESO+.00001);                                               
 LHS AABESO=EXP(LAABESO)-.00001;                                              
  EQ  698 LAABESO C LABESO(-1) PBESO;                                         
EQUATION 696  LAABESO  
   RHS     C  LABESO(-1)  PBESO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  696 PLOT=0;END;                                                     

Equation number =  696
**********************

Dependent variable = LAABESO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.747088045

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.589600941       0.153568876  -3.83933     1.000000
12497 LABESO  ( -1)       0.801018193       0.042760339  18.73274    -3.748239
12495 PBESO   (  0)      -0.157231983       0.083687046  -1.87881     0.986310

SE of equation            =     0.144831989
Sum of squared residuals  =  3.88061644      -0.131890054E-10
Average absolute error    =     0.109336234
Sum of ABS residuals      =  20.5552121    
R squared                 =   0.69838
Durbin-Watson statistic   =   2.46059
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!        *   +                         !!          .0  .   .          !
 1966.2*          +                           !!      0   .   .   .          !
 1966.3!  *+                                  !!          .  0.   .          !
 1966.4!*     +                               !!          0   .   .          !
 1967.1!    +                                 !!          .   0   .          !
 1967.2!        +                             !!          .   0   .          !
 1967.3!     *     +                          !!         0.   .   .          !
 1967.4!         +     *                      !!          .   .   0          !
 1968.1!       *        +                     !!       0  .   .   .          !
 1968.2!       *  +                           !!          . 0 .   .          !
 1968.3!          +       *                   !!          .   .   . 0        !
 1968.4!                  *+                  !!          .  0.   .          !
 1969.1!        *           +                 !!     0    .   .   .          !
 1969.2!        *  +                          !!          . 0 .   .          !
 1969.3!       *   +                          !!          .0  .   .          !
 1969.4!     *    +                           !!          0   .   .          !
 1970.1!    *   +                             !!          0   .   .          !
 1970.2!       +     *                        !!          .   .   0          !
 1970.3!           *  +                       !!          .0  .   .          !
 1970.4!            *+                        !!          .  0.   .          !
 1971.1!         *    +                       !!          0   .   .          !
 1971.2!        *   +                         !!          .0  .   .          !
 1971.3!           +*                         !!          .   .0  .          !
 1971.4!       *      +                       !!         0.   .   .          !
 1972.1!       *  +                           !!          . 0 .   .          !
 1972.2!          +           *               !!          .   .   .    0     !
 1972.3!        *             +               !!    0     .   .   .          !
 1972.4!           +*                         !!          .   0   .          !
 1973.1!              +*                      !!          .   0   .          !
 1973.2!             *  +                     !!          . 0 .   .          !
 1973.3!               +    *                 !!          .   .   0          !
 1973.4!                    +*                !!          .   0   .          !
 1974.1!                     +*               !!          .   .0  .          !
 1974.2!                   *   +              !!          .0  .   .          !
 1974.3!                    +   *             !!          .   .  0.          !
 1974.4!                       *+             !!          .  0.   .          !
 1975.1!                       +  *           !!          .   . 0 .          !
 1975.2!                   *     +            !!         0.   .   .          !
 1975.3!                   *+                 !!          .   0   .          !
 1975.4!              *     +                 !!         0.   .   .          !
 1976.1!                +                     !!          .   0   .          !
 1976.2!                 *+                   !!          .  0.   .          !
 1976.3!                * +                   !!          . 0 .   .          !
 1976.4!              *  +                    !!          . 0 .   .          !
 1977.1!                +    *                !!          .   .  0.          !
 1977.2!                     +    *           !!          .   .  0.          !
 1977.3!                       * +            !!          . 0 .   .          !
 1977.4!                       +  *           !!          .   . 0 .          !
 1978.1!                     *   +            !!          .0  .   .          !
 1978.2!               *     +                !!         0.   .   .          !
 1978.3!                +       *             !!          .   .   .0         !
 1978.4!                    *  +              !!          .0  .   .          !
 1979.1!               *     +                !!          0   .   .          !
 1979.2!                 +*                   !!          .   .0  .          !
 1979.3!                   +   *              !!          .   .  0.          !
 1979.4!                       + *            !!          .   . 0 .          !
 1980.1!                     *   +            !!          .0  .   .          !
 1980.2!                     +                !!          .   0   .          !
 1980.3!                     +                !!          .  0.   .          !
 1980.4!                  *  +                !!          .0  .   .          !
 1981.1!                    +*                !!          .   .0  .          !
 1981.2!                      +*              !!          .   .0  .          !
 1981.3!                       +       *      !!          .   .   . 0        !
 1981.4!                    *         +       !!       0  .   .   .          !
 1982.1!                     + *              !!          .   .0  .          !
 1982.2!                        +             !!          .   0   .          !
 1982.3!                 *       +            !!        0 .   .   .          !
 1982.4!                   +        *         !!          .   .   .  0       !
 1983.1!                         * +          !!          . 0 .   .          !
 1983.2!                      *  +            !!          . 0 .   .          !
 1983.3!                       +    *         !!          .   .   0          !
 1983.4!                            +         !!          .   0   .          !
 1984.1!                            +*        !!          .   .0  .          !
 1984.2!                        *    +        !!          0   .   .          !
 1984.3!                        + *           !!          .   .0  .          !
 1984.4!                          +    *      !!          .   .   0          !
 1985.1!                        *     +       !!         0.   .   .          !
 1985.2!                         +   *        !!          .   .   0          !
 1985.3!                             +   *    !!          .   .  0.          !
 1985.4!                                + *   !!          .   . 0 .          !
 1986.1!                               *+     !!          .  0.   .          !
 1986.2!                            * +       !!          .  0.   .          !
 1986.3!                            +   *     !!          .   .  0.          !
 1986.4!                              *+      !!          .  0.   .          !
 1987.1!                             +*       !!          .   .0  .          !
 1987.2!                             +    *   !!          .   .   0          !
 1987.3!                               *+     !!          .  0.   .          !
 1987.4!                              +    *  !!          .   .   0          !
 1988.1!                                *+    !!          .  0.   .          !
 1988.2!                              +  *    !!          .   . 0 .          !
 1988.3!                                + *   !!          .   . 0 .          !
 1988.4!                                +     *!          .   .   0          !
 1989.1!                                   +  *!          .   . 0 .          !
 1989.2!                                   + *!!          .   .0  .          !
 1989.3!                                  + * !!          .   . 0 .          !
 1989.4!                                  +   !!          .   0   .          !
 1990.1!                                +     !!          .   0   .          !
 1990.2!                               +  *   !!          .   .  0.          !
 1990.3!                                +    *!!          .   .   0          !
 1990.4!                                  +*  !!          .   .0  .          !
 1991.1!                              *  +    !!          . 0 .   .          !
 1991.2!                             +    *   !!          .   .   0          !
 1991.3!                                +     *!          .   .   .0         !
 1991.4!                          *        +  !!       0  .   .   .          !
 1992.1!                          +   *       !!          .   .  0.          !
 1992.2!                             + *      !!          .   .0  .          !
 1992.3!                             + *      !!          .   .0  .          !
 1992.4!                              +       !!          .   0   .          !
 1993.1!                      *      +        !!         0.   .   .          !
 1993.2!                       +   *          !!          .   .  0.          !
 1993.3!                          +*          !!          .   .0  .          !
 1993.4!                          *+          !!          .   0   .          !
 1994.1!                          +      *    !!          .   .   . 0        !
 1994.2!                            *   +     !!          .0  .   .          !
 1994.3!                            +    *    !!          .   .   0          !
 1994.4!                             * +      !!          . 0 .   .          !
 1995.1!                   *        +         !!       0  .   .   .          !
 1995.2!                 *+                   !!          .  0.   .          !
 1995.3!                  +   *               !!          .   .  0.          !
 1995.4!                      +   *           !!          .   .  0.          !
 1996.1!                         + *          !!          .   .0  .          !
 1996.2!                          +           !!          .   0   .          !
 1996.3!                      *  +            !!          .0  .   .          !
 1996.4!                    * +               !!          .  0.   .          !
 1997.1!                     +  *             !!          .   .  0.          !
 1997.2!                        +   *         !!          .   .  0.          !
 1997.3!                           +*         !!          .   0   .          !
 1997.4!                           +*         !!          .   .0  .          !
 1998.1!                         * +          !!          .  0.   .          !
 1998.2!                         +*           !!          .   .0  .          !
 1998.3!                         +   *        !!          .   .  0.          !
 1998.4!                 *          +         !!      0   .   .   .          !
 1999.1!                +            *        !!          .   .   .    0     !
 1999.2!                           + *        !!          .   .0  .          !
 1999.3!                            +    *    !!          .   .   0          !
 1999.4!                               +      !!          .   0   .          !
 2000.1!                         *   +        !!          0   .   .          !
 2000.2!                        +     *       !!          .   .   0          !
 2000.3!                            + *       !!          .   . 0 .          !
 2000.4!                            *+        !!          .  0.   .          !
 2001.1!                          +*          !!          .   .0  .          !
 2001.2!                          +           !!          .  0.   .          !
 2001.3!                        *+            !!          .  0.   .          !
 2001.4!                       +    *         !!          .   .   0          !
 2002.1!                          +*          !!          .   0   .          !
 2002.2!                          + *         !!          .   . 0 .          !
 2002.3!                       *  +           !!          .0  .   .          !
 2002.4!                      +  *            !!          .   . 0 .          !
 2003.1!                        +  *          !!          .   .  0.          !
 2003.2!                  *       +           !!        0 .   .   .          !
 2003.3!                  +                   !!          .   0   .          !
 2003.4!                  +*                  !!          .   .0  .          !
 2004.1!                  *+                  !!          .  0.   .          !
 2004.2!                  +                   !!          .   0   .          !
 2004.3!                  +                   *!          .   .   .          0
 2004.4!                         *        +   !!       0  .   .   .          !
 2005.1!                     * +              !!          . 0 .   .          !
 2005.2!                     + *              !!          .   .0  .          !
 2005.3!                      +   *           !!          .   .  0.          !
 2005.4!                        *+            !!          .  0.   .          !
 2006.1!                       +              !!          .   0   .          !
 2006.2!                     *+               !!          .  0.   .          !
 2006.3!                 *  +                 !!          . 0 .   .          !
 2006.4!                  +*                  !!          .   .0  .          !
 2007.1!                  + *                 !!          .   . 0 .          !
 2007.2!                   +   *              !!          .   .  0.          !
 2007.3!             *       +                !!        0 .   .   .          !
 2007.4!              +*                      !!          .   .0  .          !
 2008.1!            *  +                      !!          . 0 .   .          !
 2008.2!             +   *                    !!          .   .  0.          !
 2008.3!                 +      *             !!          .   .   . 0        !
 2008.4!                      *+              !!          .   0   .          !
 2009.1!                 *   +                !!          .0  .   .          !
 2009.2!                +   *                 !!          .   .  0.          !
 2009.3!                   +*                 !!          .   .0  .          !
 2009.4!                   +                  !!          .   0   .          !
 2010.1!                  +                   !!          .   0   .          !
 2010.2!            *     +                   !!         0.   .   .          !
 2010.3!             +*                       !!          .   .0  .          !
 2010.4!               +                      !!          .   0   .          !
 2011.1!               + *                    !!          .   . 0 .          !
 2011.2!                 + *                  !!          .   . 0 .          !
 2011.3!              *    +                  !!          0   .   .          !
 2011.4!               +   *                  !!          .   .  0.          !
 2012.1!                   +  *               !!          .   .  0.          !
 2012.2!                 *   +                !!          .0  .   .          !
 2012.3!                 +  *                 !!          .   . 0 .          !
 2012.4!                 * +                  !!          . 0 .   .          !


     27.13 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDESO=DEPX$Q/SOPMM;                                                     
 GENR LAADESO=LOG(AADESO+.00001);                                             
 GENR LADESO=LOG(ADESO+.00001);                                               
 LHS AADESO=EXP(LAADESO)-.00001;                                              
  EQ  699 LAADESO C LADESO(-1) PDESO;                                         
EQUATION 697  LAADESO  
   RHS     C  LADESO(-1)  PDESO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  697 PLOT=0;END;                                                     

Equation number =  697
**********************

Dependent variable = LAADESO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.536206292

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.507463078       0.216333057  -2.34575     1.000000
12500 LADESO  ( -1)       0.905861560       0.031196612  29.03718    -5.534887
12498 PDESO   (  0)      -0.014540133       0.131305686  -0.11073     1.024906

SE of equation            =     0.203964592
Sum of squared residuals  =  7.69628766      -0.186428650E-11
Average absolute error    =     0.132033568
Sum of ABS residuals      =  24.8223108    
R squared                 =   0.82023
Durbin-Watson statistic   =   2.07621
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                         +*           !!           .  .0 .           !
 1966.2!                 *        +           !!      0    .  .  .           !
 1966.3!                  +*                  !!           .  .0 .           !
 1966.4!                   + *                !!           .  .0 .           !
 1967.1!                     +*               !!           .  .0 .           !
 1967.2!                      +   *           !!           .  .  0           !
 1967.3!                          + *         !!           .  . 0.           !
 1967.4!                           +    *     !!           .  .  .0          !
 1968.1!                         *     +      !!        0  .  .  .           !
 1968.2!                         + *          !!           .  . 0.           !
 1968.3!                           +          !!           .  0  .           !
 1968.4!                       *  +           !!           0  .  .           !
 1969.1!                       +              !!           .  0  .           !
 1969.2!                       + *            !!           .  . 0.           !
 1969.3!                         +            !!           .  0  .           !
 1969.4!                         +  *         !!           .  .  0           !
 1970.1!                            +*        !!           .  .0 .           !
 1970.2!                          *  +        !!           .0 .  .           !
 1970.3!                          +           !!           .  0  .           !
 1970.4!                         *+           !!           . 0.  .           !
 1971.1!                        *+            !!           . 0.  .           !
 1971.2!                        +   *         !!           .  .  .0          !
 1971.3!                            +         !!           .  0  .           !
 1971.4!                         *  +         !!           .0 .  .           !
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 1973.2!                         * +          !!           . 0.  .           !
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 1973.4!                           +          !!           .  0  .           !
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 1974.2!                              +       !!           .  0  .           !
 1974.3!                           * +        !!           .0 .  .           !
 1974.4!                           +          !!           .  0  .           !
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 1975.2!                        *  +          !!           .0 .  .           !
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 1977.1!                       *  +           !!           .0 .  .           !
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 1977.4!                        + *           !!           .  . 0.           !
 1978.1!                          +           !!           .  0  .           !
 1978.2!                         *+           !!           . 0.  .           !
 1978.3!                       * +            !!           .0 .  .           !
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 1979.3!                          +           !!           .  0  .           !
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 1980.1!                        + *           !!           .  .0 .           !
 1980.2!                          +           !!           .  0  .           !
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 1985.2!                                  +   *!           .  .  .0          !
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 1989.1*          +                           !!    0      .  .  .           !
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 1989.3!  +   *                               !!           .  .  0           !
 1989.4!   *    +                             !!          0.  .  .           !
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 1990.3!         *   +                        !!          0.  .  .           !
 1990.4!   *      +                           !!        0  .  .  .           !
 1991.1!     +   *                            !!           .  .  .0          !
 1991.2!        *  +                          !!           0  .  .           !
 1991.3!   *     +                            !!        0  .  .  .           !
 1991.4!     +  *                             !!           .  .  0           !
 1992.1!          +     *                     !!           .  .  . 0         !
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 1992.3!                         +            !!           .  0  .           !
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 1993.3!                         *  +         !!           .0 .  .           !
 1993.4!                         +*           !!           .  .0 .           !
 1994.1!                          +   *       !!           .  .  .0          !
 1994.2!                              +*      !!           .  .0 .           !
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 1995.3!                            +*        !!           .  0  .           !
 1995.4!                            +    *    !!           .  .  .0          !
 1996.1!                              * +     !!           .0 .  .           !
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 1996.3!                           +          !!           . 0.  .           !
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 1997.3!                            +*        !!           .  0  .           !
 1997.4!                            +         !!           .  0  .           !
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 1998.2!                         *+           !!           . 0.  .           !
 1998.3!                         + *          !!           .  .0 .           !
 1998.4!                  *        +          !!      0    .  .  .           !
 1999.1!                  +        *          !!           .  .  .    0      !
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 1999.3!                            +         !!           .  0  .           !
 1999.4!                         *  +         !!           .0 .  .           !
 2000.1!                         + *          !!           .  . 0.           !
 2000.2!                           +          !!           .  0  .           !
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 2001.4!                        + *           !!           .  .0 .           !
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 2002.2!                           +*         !!           .  .0 .           !
 2002.3!                          *+          !!           .0 .  .           !
 2002.4!                          + *         !!           .  . 0.           !
 2003.1!                           +          !!           .  0  .           !
 2003.2!                          *+          !!           . 0.  .           !
 2003.3!                         *+           !!           . 0.  .           !
 2003.4!                        *+            !!           . 0.  .           !
 2004.1!                        +             !!           .  0  .           !
 2004.2!                       *+             !!           . 0.  .           !
 2004.3!                       +              !!           . 0.  .           !
 2004.4!                      *+              !!           .  0  .           !
 2005.1!                      +*              !!           .  .0 .           !
 2005.2!                       +              !!           . 0.  .           !
 2005.3!                       +*             !!           .  .0 .           !
 2005.4!                        +             !!           .  0  .           !
 2006.1!                        +             !!           .  0  .           !
 2006.2!                       *+             !!           . 0.  .           !
 2006.3!                       +              !!           .  0  .           !
 2006.4!                       +              !!           .  0  .           !
 2007.1!                       +  *           !!           .  .  0           !
 2007.2!                         *+           !!           . 0.  .           !
 2007.3!                        *+            !!           .  0  .           !
 2007.4!                       *+             !!           . 0.  .           !
 2008.1!                      *+              !!           . 0.  .           !
 2008.2!                      +               !!           .  0  .           !
 2008.3!                      +               !!           .  0  .           !
 2008.4!                      +*              !!           .  .0 .           !
 2009.1!                       + *            !!           .  . 0.           !
 2009.2!                         +            !!           .  0  .           !
 2009.3!                        *+            !!           .  0  .           !
 2009.4!                        +*            !!           .  .0 .           !
 2010.1!                      *  +            !!           0  .  .           !
 2010.2!                      +               !!           .  0  .           !
 2010.3!                      +*              !!           .  0  .           !
 2010.4!                     * +              !!           . 0.  .           !
 2011.1!                      +               !!           .  .0 .           !
 2011.2!                      + *             !!           .  .0 .           !
 2011.3!                       *+             !!           . 0.  .           !
 2011.4!                    *  +              !!           0  .  .           !
 2012.1!                     + *              !!           .  . 0.           !
 2012.2!                       *+             !!           .  0  .           !
 2012.3!                       +              !!           .  0  .           !
 2012.4!                      *+              !!           . 0.  .           !


     20.74 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@EQ   700 LAANOSO C LANOSO(-1) PNOSO;SMPL 1966.1 2012.4;OLS;EST  700 PLOT=0;EN
@@EQ  701 LAASWSO C LASWSO(-1) PSWSO;SMPL 1996.3 2012.4;OLS;EST  701 PLOT=0;EN
@@EQ  702 LAAGRSO C LAGRSO(-1) PGRSO;SMPL 1993.3 2012.4;OLS;EST  702 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRSO=IRPX$Q/SOPMM;                                                     
 GENR LAAIRSO=LOG(AAIRSO+.00001);                                             
 GENR LAIRSO=LOG(AIRSO+.00001);                                               
 LHS AAIRSO=EXP(LAAIRSO)-.00001;                                              
  EQ  703 LAAIRSO C LAIRSO(-1) PIRSO;                                         
EQUATION 698  LAAIRSO  
   RHS     C  LAIRSO(-1)  PIRSO  
 SMPL 1966.3 2012.4;                                                          
Sample period is now  1966.3 to  2012.4 Internally:    59 to   244
 OLS;EST  698 PLOT=0;END;                                                     

Equation number =  698
**********************

Dependent variable = LAAIRSO 

 1966.3 -   2012.4,    0 missing obs.,  186 obs. used.

Mean of dependent variable       -5.658829556

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.236812077       0.221544295  -1.06892     1.000000
12503 LAIRSO  ( -1)       0.929349660       0.021252737  43.72847    -5.675752
12501 PIRSO   (  0)      -0.125335848       0.179280482  -0.69910     1.174918

SE of equation            =     0.283324429
Sum of squared residuals  =  14.6899100       0.408295620E-11
Average absolute error    =     0.207860013
Sum of ABS residuals      =  38.6619625    
R squared                 =   0.91644
Durbin-Watson statistic   =   2.59074
SMPL and No. Obs.         = 1966.3   2012.4    186

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.3!* +                                   !!          0   .   .          !
 1966.4* +                                    !!          0   .   .          !
 1967.1!*+                                    !!          . 0 .   .          !
 1967.2! +  *                                 !!          .   .   . 0        !
 1967.3!     *+                               !!          .  0.   .          !
 1967.4!       + *                            !!          .   .   .0         !
 1968.1!           + *                        !!          .   .   0          !
 1968.2!             *+                       !!          . 0 .   .          !
 1968.3!          *   +                       !!        0 .   .   .          !
 1968.4!          * +                         !!          .0  .   .          !
 1969.1!           +*                         !!          .   . 0 .          !
 1969.2!             +                        !!          .  0.   .          !
 1969.3!             *+                       !!          .   0   .          !
 1969.4!            * +                       !!         0.   .   .          !
 1970.1!             +*                       !!          .   . 0 .          !
 1970.2!            *  +                      !!         0.   .   .          !
 1970.3!             +                        !!          .   0   .          !
 1970.4!              + *                     !!          .   .   .0         !
 1971.1!              *  +                    !!          0   .   .          !
 1971.2!               +   *                  !!          .   .   .   0      !
 1971.3!                    + *               !!          .   .   0          !
 1971.4!                  *   +               !!      0   .   .   .          !
 1972.1!               *  +                   !!        0 .   .   .          !
 1972.2!                +     *               !!          .   .   .       0  !
 1972.3!              *        +              !0          .   .   .          !
 1972.4!               + *                    !!          .   .  0.          !
 1973.1!                 +*                   !!          .   . 0 .          !
 1973.2!                  + *                 !!          .   .   0          !
 1973.3!                    +                 !!          . 0 .   .          !
 1973.4!                *   +                 !!        0 .   .   .          !
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 1974.3!                +     *               !!          .   .   .      0   !
 1974.4!                      +               !!          .  0.   .          !
 1975.1!                   *  +               !!          0   .   .          !
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 1975.3!                    +                 !!          .   0   .          !
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 1976.1!               *     +                !!   0      .   .   .          !
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 1976.3!                +  *                  !!          .   .   .0         !
 1976.4!                   +*                 !!          .   .0  .          !
 1977.1!                    +                 !!          .  0.   .          !
 1977.2!                    +                 !!          .   0   .          !
 1977.3!                *   +                 !!      0   .   .   .          !
 1977.4!                 + *                  !!          .   .   0          !
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 1978.2!                  *+                  !!          . 0 .   .          !
 1978.3!                  +                   !!          .  0.   .          !
 1978.4!                  +  *                !!          .   .   .0         !
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 1981.3!                    +  *              !!          .   .   .0         !
 1981.4!                    *  +              !!         0.   .   .          !
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 1982.2!                  *     +             !!   0      .   .   .          !
 1982.3!                   +   *              !!          .   .   .   0      !
 1982.4!                       +*             !!          .   .0  .          !
 1983.1!                        + *           !!          .   .  0.          !
 1983.2!                         *+           !!          .  0.   .          !
 1983.3!                         +*           !!          .   0   .          !
 1983.4!                      *   +           !!       0  .   .   .          !
 1984.1!                      +  *            !!          .   .   .0         !
 1984.2!                       * +            !!          0   .   .          !
 1984.3!                        +             !!          .   .0  .          !
 1984.4!                        +*            !!          .   . 0 .          !
 1985.1!                          +*          !!          .   . 0 .          !
 1985.2!                           +          !!          .   .0  .          !
 1985.3!                       *   +          !!       0  .   .   .          !
 1985.4!                      *+              !!          . 0 .   .          !
 1986.1!                       +*             !!          .   .   0          !
 1986.2!                         + *          !!          .   .   0          !
 1986.3!                       *   +          !!       0  .   .   .          !
 1986.4!                        +     *       !!          .   .   .       0  !
 1987.1!                              +       !!          .   0   .          !
 1987.2!                           *  +       !!         0.   .   .          !
 1987.3!                           +*         !!          .   . 0 .          !
 1987.4!                            +*        !!          .   .0  .          !
 1988.1!                         *   +        !!        0 .   .   .          !
 1988.2!                          +  *        !!          .   .   .  0       !
 1988.3!                             +  *     !!          .   .   . 0        !
 1988.4!                              * +     !!          0   .   .          !
 1989.1!                         *    +       !!     0    .   .   .          !
 1989.2!                         +            !!          .   0   .          !
 1989.3!                      *  +            !!         0.   .   .          !
 1989.4!                      *+              !!          . 0 .   .          !
 1990.1!                     *+               !!          .  0.   .          !
 1990.2!                      +*              !!          .   . 0 .          !
 1990.3!                       +              !!          .   0   .          !
 1990.4!                       +*             !!          .   .0  .          !
 1991.1!                        +             !!          .   0   .          !
 1991.2!                         +            !!          .   .0  .          !
 1991.3!                         *+           !!          .  0.   .          !
 1991.4!                         +            !!          .   0   .          !
 1992.1!                         +            !!          .   0   .          !
 1992.2!                         +   *        !!          .   .   .  0       !
 1992.3!                           * +        !!          0   .   .          !
 1992.4!                           +*         !!          .   .0  .          !
 1993.1!                            +         !!          .   .0  .          !
 1993.2!                            +   *     !!          .   .   .  0       !
 1993.3!                             *  +     !!         0.   .   .          !
 1993.4!                             +        !!          .   .0  .          !
 1994.1!                             +        !!          .   0   .          !
 1994.2!                             +        !!          .   .0  .          !
 1994.3!                             +    *   !!          .   .   .   0      !
 1994.4!                                 +    !!          .  0.   .          !
 1995.1!                            *    +    !!      0   .   .   .          !
 1995.2!                            +*        !!          .   . 0 .          !
 1995.3!                             +        !!          .   0   .          !
 1995.4!                             + *      !!          .   .   .0         !
 1996.1!                               +      !!          .   0   .          !
 1996.2!                               + *    !!          .   .   0          !
 1996.3!                                +*    !!          .   . 0 .          !
 1996.4!                                 + *  !!          .   .  0.          !
 1997.1!                                  +   !!          .   .0  .          !
 1997.2!                                  +   !!          .   .0  .          !
 1997.3!                                  +*  !!          .   .  0.          !
 1997.4!                                   +* !!          .   .  0.          !
 1998.1!                                   +  !!          . 0 .   .          !
 1998.2!                                  +*  !!          .   . 0 .          !
 1998.3!                                  +  *!!          .   .   .0         !
 1998.4!                                 *  + !!         0.   .   .          !
 1999.1!                                +  *  !!          .   .   .0         !
 1999.2!                                  +  *!!          .   .   .0         !
 1999.3!                                    + *!          .   .  0.          !
 1999.4!                                     +!!          .   0   .          !
 2000.1!                                   *+ !!          . 0 .   .          !
 2000.2!                                  +*  !!          .   . 0 .          !
 2000.3!                                   +* !!          .   . 0 .          !
 2000.4!                                   +  !!          .   0   .          !
 2001.1!                                  + * !!          .   .  0.          !
 2001.2!                                   +  !!          .   0   .          !
 2001.3!                                  +*  !!          .   0   .          !
 2001.4!                                  +   !!          .   .0  .          !
 2002.1!                                 *+   !!          .  0.   .          !
 2002.2!                                + *   !!          .   .  0.          !
 2002.3!                                 +*   !!          .   .0  .          !
 2002.4!                                *+    !!          .  0.   .          !
 2003.1!                                +*    !!          .   . 0 .          !
 2003.2!                                +*    !!          .   .0  .          !
 2003.3!                               *+     !!          .  0.   .          !
 2003.4!                              *+      !!          .  0.   .          !
 2004.1!                              + *     !!          .   .  0.          !
 2004.2!                              *+      !!          . 0 .   .          !
 2004.3!                             *+       !!          . 0 .   .          !
 2004.4!                             +        !!          .   . 0 .          !
 2005.1!                             +*       !!          .   .0  .          !
 2005.2!                              +       !!          .   .0  .          !
 2005.3!                              +       !!          .   0   .          !
 2005.4!                              + *     !!          .   .  0.          !
 2006.1!                               +      !!          .  0.   .          !
 2006.2!                              *+      !!          .   0   .          !
 2006.3!                              +       !!          .  0.   .          !
 2006.4!                              +       !!          .   0   .          !
 2007.1!                             +    *   !!          .   .   .   0      !
 2007.2!                               * +    !!         0.   .   .          !
 2007.3!                              *+      !!          .  0.   .          !
 2007.4!                             *+       !!          .  0.   .          !
 2008.1!                             +        !!          .   0   .          !
 2008.2!                             +*       !!          .   .0  .          !
 2008.3!                            * +       !!          0   .   .          !
 2008.4!                            +   *     !!          .   .   .   0      !
 2009.1!                           *    +     !!      0   .   .   .          !
 2009.2!                           + *        !!          .   . 0 .          !
 2009.3!                            +*        !!          .   .0  .          !
 2009.4!                             +*       !!          .   . 0 .          !
 2010.1!                             +        !!          .  0.   .          !
 2010.2!                             +        !!          .   0   .          !
 2010.3!                            *+        !!          . 0 .   .          !
 2010.4!                            +*        !!          .   . 0 .          !
 2011.1!                            *+        !!          . 0 .   .          !
 2011.2!                            +         !!          .   0   .          !
 2011.3!                            *+        !!          .  0.   .          !
 2011.4!                            +         !!          .   0   .          !
 2012.1!                            +*        !!          .   . 0 .          !
 2012.2!                           * +        !!          .0  .   .          !
 2012.3!                          *+          !!          .0  .   .          !
 2012.4!                         *+           !!          .  0.   .          !


     28.49 percent of the residuals exceed 1 SE
      4.30 percent of the residuals exceed 2 SE
@@EQ  704 LAAPOSO C LAPOSO(-1) PPOSO;SMPL 1996.3 2012.4;OLS;EST  704 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPSO=SPPX$Q/SOPMM;                                                     
 GENR LAASPSO=LOG(AASPSO+.00001);                                             
 GENR LASPSO=LOG(ASPSO+.00001);                                               
 LHS AASPSO=EXP(LAASPSO)-.00001;                                              
  EQ  705 LAASPSO C LASPSO(-1) PSPSO;                                         
EQUATION 699  LAASPSO  
   RHS     C  LASPSO(-1)  PSPSO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  699 PLOT=0;END;                                                     

Equation number =  699
**********************

Dependent variable = LAASPSO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.764110327

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.546373136       0.135235624  -4.04016     1.000000
12506 LASPSO  ( -1)       0.817969852       0.040822058  20.03745    -4.781063
12504 PSPSO   (  0)      -0.263555983       0.116719222  -2.25803     1.164730

SE of equation            =     0.233187290
Sum of squared residuals  =  10.0596178      -0.205657713E-11
Average absolute error    =     0.169805141
Sum of ABS residuals      =  31.9233665    
R squared                 =   0.84410
Durbin-Watson statistic   =   2.69508
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*  +                                   !!         0.   .   .          !
 1966.2!  +         *                         !!          .   .   .         0!
 1966.3!           *+                         !!          . 0 .   .          !
 1966.4!         *  +                         !!          0   .   .          !
 1967.1!          *+                          !!          . 0 .   .          !
 1967.2!          * +                         !!          0   .   .          !
 1967.3!           +   *                      !!          .   .   .0         !
 1967.4!            *   +                     !!        0 .   .   .          !
 1968.1!   *          +                       !0          .   .   .          !
 1968.2!      +    *                          !!          .   .   . 0        !
 1968.3!            + *                       !!          .   . 0 .          !
 1968.4!              *+                      !!          .  0.   .          !
 1969.1!              * +                     !!          . 0 .   .          !
 1969.2!                +       *             !!          .   .   .       0  !
 1969.3!              *        +              !!0         .   .   .          !
 1969.4!               + *                    !!          .   . 0 .          !
 1970.1!                 *+                   !!          .  0.   .          !
 1970.2!             *    +                   !!      0   .   .   .          !
 1970.3!               +*                     !!          .   . 0 .          !
 1970.4!                *+                    !!          . 0 .   .          !
 1971.1!                 +  *                 !!          .   .   0          !
 1971.2!                 *   +                !!        0 .   .   .          !
 1971.3!                  +*                  !!          .   .0  .          !
 1971.4!                  * +                 !!          . 0 .   .          !
 1972.1!                   +    *             !!          .   .   .  0       !
 1972.2!                  *      +            !!     0    .   .   .          !
 1972.3!                    +      *          !!          .   .   .      0   !
 1972.4!                   *       +          !!  0       .   .   .          !
 1973.1!                   *+                 !!          .  0.   .          !
 1973.2!                *   +                 !!         0.   .   .          !
 1973.3!                  +*                  !!          .   . 0 .          !
 1973.4!                  * +                 !!          0   .   .          !
 1974.1!                   +   *              !!          .   .   .  0       !
 1974.2!                      * +             !!          . 0 .   .          !
 1974.3!                       +              !!          .   0   .          !
 1974.4!                       *+             !!          .  0.   .          !
 1975.1!                       + *            !!          .   . 0 .          !
 1975.2!                         + *          !!          .   . 0 .          !
 1975.3!                           +*         !!          .   . 0 .          !
 1975.4!                          * +         !!          . 0 .   .          !
 1976.1!                      *    +          !!       0  .   .   .          !
 1976.2!                    *  +              !!          0   .   .          !
 1976.3!                    * +               !!          .0  .   .          !
 1976.4!                  *   +               !!         0.   .   .          !
 1977.1!                    + *               !!          .   .  0.          !
 1977.2!                       +*             !!          .   .0  .          !
 1977.3!                         +            !!          .  0.   .          !
 1977.4!                       *  +           !!          .0  .   .          !
 1978.1!                         +            !!          .   0   .          !
 1978.2!                         *+           !!          .  0.   .          !
 1978.3!                          + *         !!          .   . 0 .          !
 1978.4!                            +         !!          .   0   .          !
 1979.1!                            +         !!          .   0   .          !
 1979.2!                            +         !!          .  0.   .          !
 1979.3!                            +         !!          .   0   .          !
 1979.4!                         *  +         !!         0.   .   .          !
 1980.1!                         *+           !!          .   0   .          !
 1980.2!                          +*          !!          .   .0  .          !
 1980.3!                         *  +         !!          0   .   .          !
 1980.4!                        * +           !!          0   .   .          !
 1981.1!                         +            !!          .   0   .          !
 1981.2!                          +  *        !!          .   .  0.          !
 1981.3!                             +*       !!          .   .0  .          !
 1981.4!                             * +      !!          .0  .   .          !
 1982.1!                             +        !!          .   0   .          !
 1982.2!                          *   +       !!        0 .   .   .          !
 1982.3!                           + *        !!          .   .  0.          !
 1982.4!                          *  +        !!         0.   .   .          !
 1983.1!                           +  *       !!          .   .   0          !
 1983.2!                             * +      !!          . 0 .   .          !
 1983.3!                             *+       !!          .  0.   .          !
 1983.4!                              +       !!          .   0   .          !
 1984.1!                               + *    !!          .   .  0.          !
 1984.2!                                *+    !!          .   0   .          !
 1984.3!                                *+    !!          .   0   .          !
 1984.4!                              * +     !!          0   .   .          !
 1985.1!                              + *     !!          .   .  0.          !
 1985.2!                                + *   !!          .   .  0.          !
 1985.3!                                * +   !!          .0  .   .          !
 1985.4!                                +*    !!          .   . 0 .          !
 1986.1!                                 +    !!          .  0.   .          !
 1986.2!                                *+    !!          .  0.   .          !
 1986.3!                             *  +     !!          0   .   .          !
 1986.4!                              +  *    !!          .   .   0          !
 1987.1!                               * +    !!          . 0 .   .          !
 1987.2!                             * +      !!          0   .   .          !
 1987.3!                             + *      !!          .   .  0.          !
 1987.4!                             * +      !!          0   .   .          !
 1988.1!                             +  *     !!          .   .   0          !
 1988.2!                                +     !!          .   0   .          !
 1988.3!                              * +     !!          . 0 .   .          !
 1988.4!                              +*      !!          .   .0  .          !
 1989.1!                              *+      !!          .  0.   .          !
 1989.2!                             *+       !!          .  0.   .          !
 1989.3!                            *+        !!          . 0 .   .          !
 1989.4!                         *   +        !!         0.   .   .          !
 1990.1!                          +*          !!          .   .0  .          !
 1990.2!                           +*         !!          .   .0  .          !
 1990.3!                            +         !!          .   0   .          !
 1990.4!                            +*        !!          .   .0  .          !
 1991.1!                             +        !!          .   0   .          !
 1991.2!                             +*       !!          .   0   .          !
 1991.3!                             *+       !!          . 0 .   .          !
 1991.4!                          *  +        !!         0.   .   .          !
 1992.1!                           +  *       !!          .   .   . 0        !
 1992.2!                          *   +       !!       0  .   .   .          !
 1992.3!                          +   *       !!          .   .   .0         !
 1992.4!                            * +       !!          0   .   .          !
 1993.1!                            +         !!          .   0   .          !
 1993.2!                             +*       !!          .   .0  .          !
 1993.3!                            * +       !!          .0  .   .          !
 1993.4!                             +        !!          .   .0  .          !
 1994.1!                              +*      !!          .   . 0 .          !
 1994.2!                              * +     !!          .0  .   .          !
 1994.3!                              +*      !!          .   .0  .          !
 1994.4!                               +*     !!          .   . 0 .          !
 1995.1!                              * +     !!          .0  .   .          !
 1995.2!                              +  *    !!          .   .   0          !
 1995.3!                           *    +     !!      0   .   .   .          !
 1995.4!                        *  +          !!         0.   .   .          !
 1996.1!                          + *         !!          .   .  0.          !
 1996.2!                           *+         !!          . 0 .   .          !
 1996.3!                           +       *  !!          .   .   .      0   !
 1996.4!                                  +   !!          .   .0  .          !
 1997.1!                                * +   !!          . 0 .   .          !
 1997.2!                                +     !!          .   .0  .          !
 1997.3!                                + *   !!          .   . 0 .          !
 1997.4!                               * +    !!          .0  .   .          !
 1998.1!                               +   *  !!          .   .   . 0        !
 1998.2!                                  +*  !!          .   .0  .          !
 1998.3!                                  +   *!          .   .   . 0        !
 1998.4!                              *     + !!     0    .   .   .          !
 1999.1!                             +    *   !!          .   .   .   0      !
 1999.2!                                *+    !!          . 0 .   .          !
 1999.3!                                + *   !!          .   .  0.          !
 1999.4!                              *  +    !!          0   .   .          !
 2000.1!                              +*      !!          .   .0  .          !
 2000.2!                               +      !!          .   .0  .          !
 2000.3!                               +      !!          .   0   .          !
 2000.4!                               +      !!          .   .0  .          !
 2001.1!                               + *    !!          .   .  0.          !
 2001.2!                                +*    !!          .   .0  .          !
 2001.3!                                +     !!          .   0   .          !
 2001.4!                               *+     !!          . 0 .   .          !
 2002.1!                              +  *    !!          .   .   0          !
 2002.2!                                +  *  !!          .   .   0          !
 2002.3!                                 *+   !!          .   0   .          !
 2002.4!                                *+    !!          . 0 .   .          !
 2003.1!                               +      !!          .   0   .          !
 2003.2!                              +  *    !!          .   .   0          !
 2003.3!                                +*    !!          .   .0  .          !
 2003.4!                                +     !!          .   0   .          !
 2004.1!                               + *    !!          .   .   0          !
 2004.2!                                +*    !!          .   .0  .          !
 2004.3!                                + *   !!          .   . 0 .          !
 2004.4!                                *+    !!          .  0.   .          !
 2005.1!                               +   *  !!          .   .   . 0        !
 2005.2!                                  +  *!!          .   .   0          !
 2005.3!                                    + !!          .   0   .          !
 2005.4!                                   +* !!          .   . 0 .          !
 2006.1!                                   + *!!          .   .  0.          !
 2006.2!                                   +* !!          .   .0  .          !
 2006.3!                                  +*  !!          .   .0  .          !
 2006.4!                                * +   !!          .0  .   .          !
 2007.1!                               +      *!          .   .   .    0     !
 2007.2!                                  * + !!          .0  .   .          !
 2007.3!                                 + *  !!          .   .  0.          !
 2007.4!                                 +    !!          .  0.   .          !
 2008.1!                                +     !!          .   .0  .          !
 2008.2!                               + *    !!          .   . 0 .          !
 2008.3!                                +     !!          .   0   .          !
 2008.4!                              *+      !!          . 0 .   .          !
 2009.1!                             +*       !!          .   .0  .          !
 2009.2!                             +  *     !!          .   .   0          !
 2009.3!                               + *    !!          .   .   0          !
 2009.4!                                +*    !!          .   . 0 .          !
 2010.1!                                +   * !!          .   .   .0         !
 2010.2!                                 * +  !!          . 0 .   .          !
 2010.3!                                 +  * !!          .   .   .0         !
 2010.4!                                  *+  !!          .  0.   .          !
 2011.1!                                 + *  !!          .   .  0.          !
 2011.2!                                  +*  !!          .   . 0 .          !
 2011.3!                                  +   !!          .   0   .          !
 2011.4!                                *+    !!          .  0.   .          !
 2012.1!                                + *   !!          .   .  0.          !
 2012.2!                                 +*   !!          .   .0  .          !
 2012.3!                                 +    !!          .   0   .          !
 2012.4!                                 +    *!          .   .   .   0      !


     22.34 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ   706 LAANZSO C LANZSO(-1) PNZSO;SMPL 1966.1 2012.4;OLS;EST  706 PLOT=0;EN
@@EQ  707 LAASASO C LASASO(-1) PSASO;SMPL 2006.3 2012.4;OLS;EST  707 PLOT=0;EN
@@EQ  708 LAAVESO C LAVESO(-1) PVESO;SMPL 2000.3 2012.4;OLS;EST  708 PLOT=0;EN
@EQ   709 LAACOSO C LACOSO(-1) PCOSO;SMPL 1989.1 2012.4;OLS;EST  709 PLOT=0;EN
@@EQ  710 LAAJOSO C LAJOSO(-1) PJOSO;SMPL 1998.4 2012.4;OLS;EST  710 PLOT=0;EN
@@EQ  711 LAASYSO C LASYSO(-1) PSYSO;SMPL 2000.3 2012.4;OLS;EST  711 PLOT=0;EN
@@EQ  712 LAAIDSO C LAIDSO(-1) PIDSO;SMPL 1994.1 2012.4;OLS;EST  712 PLOT=0;EN
@@EQ  713 LAAMASO C LAMASO(-1) PMASO;SMPL 1993.4 2012.4;OLS;EST  713 PLOT=0;EN
@@EQ  714 LAAPASO C LAPASO(-1) PPASO;SMPL 1997.2 2012.4;OLS;EST  714 PLOT=0;EN
@@EQ  715 LAAPHSO C LAPHSO(-1) PPHSO;SMPL 1992.3 2012.4;OLS;EST  715 PLOT=0;EN
@@EQ  716 LAATHSO C LATHSO(-1) PTHSO;SMPL 1999.3 2012.4;OLS;EST  716 PLOT=0;EN
@@EQ  717 LAACHSO C LACHSO(-1) PCHSO;SMPL 1993.4 2012.4;OLS;EST  717 PLOT=0;EN
@EQ   718 LAAARSO C LAARSO(-1) PARSO;SMPL 1966.1 2012.4;OLS;EST  718 PLOT=0;EN
@@EQ  719 LAABRSO C LABRSO(-1) PBRSO;SMPL 1996.3 2012.4;OLS;EST  719 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCESO=CEPX$Q/SOPMM;                                                     
 GENR LAACESO=LOG(AACESO+.00001);                                             
 GENR LACESO=LOG(ACESO+.00001);                                               
 LHS AACESO=EXP(LAACESO)-.00001;                                              
  EQ  720 LAACESO C LACESO(-1) PCESO;                                         
EQUATION 700  LAACESO  
   RHS     C  LACESO(-1)  PCESO  
 SMPL 1985.4 2012.4;                                                          
Sample period is now  1985.4 to  2012.4 Internally:   136 to   244
 OLS;EST  700 PLOT=0;END;                                                     

Equation number =  700
**********************

Dependent variable = LAACESO 

 1985.4 -   2012.4,    0 missing obs.,  109 obs. used.

Mean of dependent variable       -6.284803918

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.801036036       0.490667619  -3.67058     1.000000
12509 LACESO  ( -1)       0.575367175       0.084259781   6.82849    -6.274095
12507 PCESO   (  0)      -0.752872655       0.397922363  -1.89201     1.160701

SE of equation            =     0.531704463
Sum of squared residuals  =  29.9672214       0.221973551E-10
Average absolute error    =     0.424262670
Sum of ABS residuals      =  46.2446311    
R squared                 =   0.45209
Durbin-Watson statistic   =   2.31407
SMPL and No. Obs.         = 1985.4   2012.4    109

Plot of actual(*) and fitted(+) values and residuals(0)


 1985.4!                      + *             !!          .   .0  .          !
 1986.1!                     + *              !!          .   .0  .          !
 1986.2!                     +                !!          .   0   .          !
 1986.3!                    +        *        !!          .   .   .0         !
 1986.4!                         +*           !!          .   .0  .          !
 1987.1!                       +    *         !!          .   .  0.          !
 1987.2!                         +  *         !!          .   . 0 .          !
 1987.3!                        *+            !!          .  0.   .          !
 1987.4!                *      +              !!          0   .   .          !
 1988.1!                  *+                  !!          .  0.   .          !
 1988.2!    *              +                  !!    0     .   .   .          !
 1988.3!          +   *                       !!          .   . 0 .          !
 1988.4!                 +           *        !!          .   .   .   0      !
 1989.1!                         +            !!          .   0   .          !
 1989.2!                       +          *   !!          .   .   .  0       !
 1989.3!                            +    *    !!          .   .   0          !
 1989.4!                            +      *  !!          .   .   .0         !
 1990.1!                             +*       !!          .   .0  .          !
 1990.2!                          +           *!          .   .   .   0      !
 1990.3!                               +  *   !!          .   . 0 .          !
 1990.4!                       *     +        !!          0   .   .          !
 1991.1!                       +          *   !!          .   .   .  0       !
 1991.2!                            +        *!!          .   .   .0         !
 1991.3!                              + *     !!          .   .0  .          !
 1991.4!                            + *       !!          .   . 0 .          !
 1992.1!                           +     *    !!          .   .   0          !
 1992.2!                            +      *  !!          .   .   0          !
 1992.3!                       *      +       !!          0   .   .          !
 1992.4*                       +              !0          .   .   .          !
 1993.1!        +         *                   !!          .   .   . 0        !
 1993.2!                  * +                 !!          .  0.   .          !
 1993.3!                    +      *          !!          .   .   .0         !
 1993.4!                *        +            !!        0 .   .   .          !
 1994.1!                  +        *          !!          .   .   . 0        !
 1994.2!                        +  *          !!          .   . 0 .          !
 1994.3!                         +     *      !!          .   .   0          !
 1994.4!                           +       *  !!          .   .   .0         !
 1995.1!                      *       +       !!         0.   .   .          !
 1995.2!                    +   *             !!          .   .  0.          !
 1995.3!                      +        *      !!          .   .   . 0        !
 1995.4!                          +   *       !!          .   . 0 .          !
 1996.1!                          +           !!          .   0   .          !
 1996.2!                      * +             !!          .  0.   .          !
 1996.3!                  *  +                !!          . 0 .   .          !
 1996.4!                   +    *             !!          .   .  0.          !
 1997.1!                     + *              !!          .   .0  .          !
 1997.2!                     + *              !!          .   . 0 .          !
 1997.3!                   * +                !!          .  0.   .          !
 1997.4!                  +                   !!          .   0   .          !
 1998.1!          *      +                    !!         0.   .   .          !
 1998.2!            +      *                  !!          .   .   .0         !
 1998.3!            *     +                   !!          0   .   .          !
 1998.4!   *           +                      !!       0  .   .   .          !
 1999.1!     +*                               !!          .   .0  .          !
 1999.2!          + *                         !!          .   .0  .          !
 1999.3!              +  *                    !!          .   . 0 .          !
 1999.4!             *   +                    !!          . 0 .   .          !
 2000.1!         *   +                        !!          .0  .   .          !
 2000.2!        * +                           !!          .  0.   .          !
 2000.3!          +   *                       !!          .   .  0.          !
 2000.4!             + *                      !!          .   .0  .          !
 2001.1!             + *                      !!          .   .0  .          !
 2001.2!     *       +                        !!         0.   .   .          !
 2001.3!        +     *                       !!          .   .   0          !
 2001.4!         *   +                        !!          .0  .   .          !
 2002.1!        +                             !!          .   0   .          !
 2002.2!      *  +                            !!          . 0 .   .          !
 2002.3!         +         *                  !!          .   .   . 0        !
 2002.4!              *  +                    !!          . 0 .   .          !
 2003.1!              +    *                  !!          .   .  0.          !
 2003.2!                 +  *                 !!          .   . 0 .          !
 2003.3!              *   +                   !!          . 0 .   .          !
 2003.4!               +   *                  !!          .   .  0.          !
 2004.1!              *   +                   !!          . 0 .   .          !
 2004.2!          *    +                      !!          .0  .   .          !
 2004.3!       *    +                         !!          .0  .   .          !
 2004.4!            + *                       !!          .   .0  .          !
 2005.1!           *   +                      !!          . 0 .   .          !
 2005.2!          *    +                      !!          .0  .   .          !
 2005.3!              +   *                   !!          .   . 0 .          !
 2005.4!            *     +                   !!          0   .   .          !
 2006.1!          *    +                      !!          0   .   .          !
 2006.2!      *       +                       !!         0.   .   .          !
 2006.3!           +    *                     !!          .   .  0.          !
 2006.4!      *           +                   !!      0   .   .   .          !
 2007.1!           +    *                     !!          .   .  0.          !
 2007.2!                 + *                  !!          .   .0  .          !
 2007.3!                *  +                  !!          . 0 .   .          !
 2007.4!            *     +                   !!          0   .   .          !
 2008.1!               +      *               !!          .   .   0          !
 2008.2!              *       +               !!         0.   .   .          !
 2008.3!                 +       *            !!          .   .   .0         !
 2008.4!    *                  +              !!  0       .   .   .          !
 2009.1!         +    *                       !!          .   .  0.          !
 2009.2!            *  +                      !!          . 0 .   .          !
 2009.3!              *+                      !!          .   0   .          !
 2009.4!          *     +                     !!          0   .   .          !
 2010.1!         *    +                       !!          .0  .   .          !
 2010.2!             +    *                   !!          .   .  0.          !
 2010.3!            *     +                   !!          0   .   .          !
 2010.4!          *    +                      !!          .0  .   .          !
 2011.1!           *  +                       !!          . 0 .   .          !
 2011.2!        *      +                      !!          0   .   .          !
 2011.3!             +  *                     !!          .   . 0 .          !
 2011.4!               *  +                   !!          .  0.   .          !
 2012.1!                 +   *                !!          .   . 0 .          !
 2012.2!         *          +                 !!       0  .   .   .          !
 2012.3!            +       *                 !!          .   .   .0         !
 2012.4!           *       +                  !!         0.   .   .          !


     30.28 percent of the residuals exceed 1 SE
      2.75 percent of the residuals exceed 2 SE
@@EQ  721 LAAMESO C LAMESO(-1) PMESO;SMPL 2013.1 2012.4;OLS;EST  721 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPESO=PEPX$Q/SOPMM;                                                     
 GENR LAAPESO=LOG(AAPESO+.00001);                                             
 GENR LAPESO=LOG(APESO+.00001);                                               
 LHS AAPESO=EXP(LAAPESO)-.00001;                                              
  EQ  722 LAAPESO C LAPESO(-1) PPESO;                                         
EQUATION 701  LAAPESO  
   RHS     C  LAPESO(-1)  PPESO  
 SMPL 1987.3 2012.4;                                                          
Sample period is now  1987.3 to  2012.4 Internally:   143 to   244
 OLS;EST  701 PLOT=0;END;                                                     

Equation number =  701
**********************

Dependent variable = LAAPESO 

 1987.3 -   2012.4,    0 missing obs.,  102 obs. used.

Mean of dependent variable       -8.299299944

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -4.001641721       0.755521487  -5.29653     1.000000
12512 LAPESO  ( -1)       0.503696389       0.087220621   5.77497    -8.286175
12510 PPESO   (  0)      -0.130238373       0.259098923  -0.50266     0.951655

SE of equation            =     1.071796023
Sum of squared residuals  =  113.725925       0.116893162E-10
Average absolute error    =     0.862005104
Sum of ABS residuals      =  87.9245206    
R squared                 =   0.25640
Durbin-Watson statistic   =   2.28867
SMPL and No. Obs.         = 1987.3   2012.4    102

Plot of actual(*) and fitted(+) values and residuals(0)


 1987.3!                 *+                   !!        .     0     .        !
 1987.4!               * +                    !!        .    0.     .        !
 1988.1!                +*                    !!        .     0     .        !
 1988.2!                 +*                   !!        .     .0    .        !
 1988.3!                 +                    !!        .    0.     .        !
 1988.4!                *+                    !!        .     0     .        !
 1989.1!                +      *              !!        .     .    0.        !
 1989.2!                    +    *            !!        .     .  0  .        !
 1989.3!                     +   *            !!        .     .  0  .        !
 1989.4!                     +   *            !!        .     .  0  .        !
 1990.1!   *                 +                !!0       .     .     .        !
 1990.2!   *      +                           !!        .0    .     .        !
 1990.3!    *     +                           !!        . 0   .     .        !
 1990.4!    *      +                          !!        .0    .     .        !
 1991.1*          +                           !!      0 .     .     .        !
 1991.2!        +             *               !!        .     .     .    0   !
 1991.3!   *                +                 !! 0      .     .     .        !
 1991.4!          +   *                       !!        .     .  0  .        !
 1992.1!       *        +                     !!       0.     .     .        !
 1992.2!      *     +                         !!        . 0   .     .        !
 1992.3!      *     +                         !!        . 0   .     .        !
 1992.4!      *    +                          !!        . 0   .     .        !
 1993.1!            + *                       !!        .     . 0   .        !
 1993.2!              * +                     !!        .    0.     .        !
 1993.3!               *+                     !!        .    0.     .        !
 1993.4!               *+                     !!        .    0.     .        !
 1994.1!                +         *           !!        .     .     . 0      !
 1994.2!                      +   *           !!        .     .  0  .        !
 1994.3!  *                  +                !0        .     .     .        !
 1994.4!         +             *              !!        .     .     .   0    !
 1995.1!                    +          *      !!        .     .     . 0      !
 1995.2!                        +   *         !!        .     .  0  .        !
 1995.3!                   *   +              !!        .  0  .     .        !
 1995.4!                  +       *           !!        .     .     0        !
 1996.1!                      +       *       !!        .     .     .0       !
 1996.2!                        + *           !!        .     . 0   .        !
 1996.3!                      +           *   !!        .     .     .  0     !
 1996.4!                         +            *!        .     .     .  0     !
 1997.1!                            +    *    !!        .     .   0 .        !
 1997.2!                         +        *   !!        .     .     .0       !
 1997.3!                          + *         !!        .     . 0   .        !
 1997.4!                       +      *       !!        .     .     0        !
 1998.1!                        +    *        !!        .     .   0 .        !
 1998.2!                 *     +              !!        . 0   .     .        !
 1998.3!                 +                    !!        .     0     .        !
 1998.4!            *    +                    !!        . 0   .     .        !
 1999.1!              +      *                !!        .     .    0.        !
 1999.2!                   +       *          !!        .     .     0        !
 1999.3!              *       +               !!        0     .     .        !
 1999.4!                +*                    !!        .     .0    .        !
 2000.1!                 +          *         !!        .     .     . 0      !
 2000.2!            *         +               !!      0 .     .     .        !
 2000.3!               +    *                 !!        .     .   0 .        !
 2000.4!                  +    *              !!        .     .  0  .        !
 2001.1!            *       +                 !!        0     .     .        !
 2001.2!              +       *               !!        .     .     0        !
 2001.3!            *       +                 !!        .0    .     .        !
 2001.4!               +          *           !!        .     .     . 0      !
 2002.1!        *            +                !!    0   .     .     .        !
 2002.2! *          +                         !!     0  .     .     .        !
 2002.3!       * +                            !!        .   0 .     .        !
 2002.4!        *   +                         !!        .  0  .     .        !
 2003.1!            +*                        !!        .     .0    .        !
 2003.2!              *+                      !!        .    0.     .        !
 2003.3!       *        +                     !!       0.     .     .        !
 2003.4!            +     *                   !!        .     .    0.        !
 2004.1!       *         +                    !!      0 .     .     .        !
 2004.2!          * +                         !!        .    0.     .        !
 2004.3!             +        *               !!        .     .     0        !
 2004.4!        *          +                  !!      0 .     .     .        !
 2005.1!            +       *                 !!        .     .     0        !
 2005.2!         *         +                  !!       0.     .     .        !
 2005.3!         *   +                        !!        .  0  .     .        !
 2005.4!     *       +                        !!        .0    .     .        !
 2006.1!      *    +                          !!        . 0   .     .        !
 2006.2!           +*                         !!        .     .0    .        !
 2006.3!              + *                     !!        .     . 0   .        !
 2006.4!       *        +                     !!        0     .     .        !
 2007.1!           +     *                    !!        .     .   0 .        !
 2007.2!                +   *                 !!        .     .  0  .        !
 2007.3!                  +          *        !!        .     .     .  0     !
 2007.4!                    *  +              !!        .   0 .     .        !
 2008.1!                  +                   !!        .     0     .        !
 2008.2!                 +*                   !!        .     .0    .        !
 2008.3!                 +        *           !!        .     .     .0       !
 2008.4!               *     +                !!        .0    .     .        !
 2009.1!                +      *              !!        .     .     0        !
 2009.2!                    + *               !!        .     . 0   .        !
 2009.3!           *       +                  !!        0     .     .        !
 2009.4!             +         *              !!        .     .     . 0      !
 2010.1!                   +*                 !!        .     0     .        !
 2010.2!                  +                   !!        .     .0    .        !
 2010.3!          *      +                    !!        .0    .     .        !
 2010.4!            +         *               !!        .     .     .0       !
 2011.1!            *     +                   !!        .0    .     .        !
 2011.2!             *+                       !!        .    0.     .        !
 2011.3!             *+                       !!        .    0.     .        !
 2011.4!              +                       !!        .     0     .        !
 2012.1!              + *                     !!        .     .0    .        !
 2012.2!          *     +                     !!        . 0   .     .        !
 2012.3!           *+                         !!        .    0.     .        !
 2012.4!         *   +                        !!        .  0  .     .        !


     34.31 percent of the residuals exceed 1 SE
      2.94 percent of the residuals exceed 2 SE
@@EQ  723 LAATUSO C LATUSO(-1) PTUSO;SMPL 1994.3 2012.4;OLS;EST  723 PLOT=0;EN
@@EQ  724 LAAPDSO C LAPDSO(-1) PPDSO;SMPL 1991.3 2012.4;OLS;EST  724 PLOT=0;EN
@@EQ  725 LAARUSO C LARUSO(-1) PRUSO;SMPL 1993.1 2012.4;OLS;EST  725 PLOT=0;EN
@@EQ  726 LAAUESO C LAUESO(-1) PUESO;SMPL 1995.3 2012.4;OLS;EST  726 PLOT=0;EN
@EQ   727 LAAEGSO C LAEGSO(-1) PEGSO;SMPL 1988.3 2012.4;OLS;EST  727 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PISSO=ISPX$/SOPMM;                                                      
 GENR LAAISSO=LOG(AAISSO+.00001);                                             
 GENR LAISSO=LOG(AISSO+.00001);                                               
 LHS AAISSO=EXP(LAAISSO)-.00001;                                              
  EQ  728 LAAISSO C LAISSO(-1) PISSO;                                         
EQUATION 702  LAAISSO  
   RHS     C  LAISSO(-1)  PISSO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  702 PLOT=0;END;                                                     

Equation number =  702
**********************

Dependent variable = LAAISSO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.188532178

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.447447331       0.193889024  -2.30775     1.000000
12515 LAISSO  ( -1)       0.880358099       0.031466523  27.97761    -5.193562
12513 PISSO   (  0)      -0.160404239       0.117055197  -1.37033     1.052905

SE of equation            =     0.239168113
Sum of squared residuals  =  10.5822564       0.214281926E-10
Average absolute error    =     0.182729308
Sum of ABS residuals      =  34.3531100    
R squared                 =   0.81293
Durbin-Watson statistic   =   2.60443
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*         +                            !!0         .   .   .          !
 1966.2!  +*                                  !!          .   . 0 .          !
 1966.3!      +*                              !!          .   . 0 .          !
 1966.4!      *  +                            !!          .0  .   .          !
 1967.1!       * +                            !!          .0  .   .          !
 1967.2!       * +                            !!          . 0 .   .          !
 1967.3!          +  *                        !!          .   .   .0         !
 1967.4!          *    +                      !!       0  .   .   .          !
 1968.1!            +                         !!          .   0   .          !
 1968.2!              +                       !!          .   0   .          !
 1968.3!               +                      !!          .   0   .          !
 1968.4!              *  +                    !!          0   .   .          !
 1969.1!         *     +                      !!     0    .   .   .          !
 1969.2!           +      *                   !!          .   .   .    0     !
 1969.3!        *          +                  !0          .   .   .          !
 1969.4!          +    *                      !!          .   .   .  0       !
 1970.1!                 +*                   !!          .   .0  .          !
 1970.2!                  *+                  !!          .  0.   .          !
 1970.3!                   +                  !!          .   .0  .          !
 1970.4!                  * +                 !!          .0  .   .          !
 1971.1!               *   +                  !!        0 .   .   .          !
 1971.2!           *    +                     !!       0  .   .   .          !
 1971.3!             +*                       !!          .   .0  .          !
 1971.4!                + *                   !!          .   .  0.          !
 1972.1!                   +                  !!          .  0.   .          !
 1972.2!                    + *               !!          .   .  0.          !
 1972.3!                     * +              !!          . 0 .   .          !
 1972.4!                     *+               !!          .  0.   .          !
 1973.1!                   *  +               !!         0.   .   .          !
 1973.2!                 * +                  !!          0   .   .          !
 1973.3!                 *+                   !!          .  0.   .          !
 1973.4!              *   +                   !!        0 .   .   .          !
 1974.1!                +     *               !!          .   .   .    0     !
 1974.2!                      *+              !!          .  0.   .          !
 1974.3!                      *+              !!          .  0.   .          !
 1974.4!                       +   *          !!          .   .   .0         !
 1975.1!                           +          !!          .   .0  .          !
 1975.2!                         *  +         !!          0   .   .          !
 1975.3!                         + *          !!          .   . 0 .          !
 1975.4!                           +  *       !!          .   .   0          !
 1976.1!                           *  +       !!          .0  .   .          !
 1976.2!                           +*         !!          .   .0  .          !
 1976.3!                         *   +        !!         0.   .   .          !
 1976.4!                         +            !!          .  0.   .          !
 1977.1!                     *   +            !!         0.   .   .          !
 1977.2!                      +*              !!          .   . 0 .          !
 1977.3!                      * +             !!          .0  .   .          !
 1977.4!                      +   *           !!          .   .   .0         !
 1978.1!                       *  +           !!          0   .   .          !
 1978.2!                       +  *           !!          .   .   0          !
 1978.3!                          +           !!          .   0   .          !
 1978.4!                      *   +           !!         0.   .   .          !
 1979.1!                       + *            !!          .   .  0.          !
 1979.2!                         + *          !!          .   .  0.          !
 1979.3!                           +          !!          .   0   .          !
 1979.4!                         * +          !!          .0  .   .          !
 1980.1!                         +   *        !!          .   .   .0         !
 1980.2!                       *     +        !!     0    .   .   .          !
 1980.3!                       +      *       !!          .   .   .    0     !
 1980.4!                         *   +        !!        0 .   .   .          !
 1981.1!                         + *          !!          .   .  0.          !
 1981.2!                          *+          !!          .  0.   .          !
 1981.3!                          +*          !!          .   .0  .          !
 1981.4!                           + *        !!          .   .   0          !
 1982.1!                      *      +        !!    0     .   .   .          !
 1982.2!                       +   *          !!          .   .   . 0        !
 1982.3!                           +*         !!          .   .0  .          !
 1982.4!                            +   *     !!          .   .   .  0       !
 1983.1!                                +     !!          .   0   .          !
 1983.2!                             * +      !!          .0  .   .          !
 1983.3!                             +        !!          .   0   .          !
 1983.4!                             +        !!          .   .0  .          !
 1984.1!                             +*       !!          .   .0  .          !
 1984.2!                           *  +       !!          0   .   .          !
 1984.3!                           +  *       !!          .   .   0          !
 1984.4!                             +   *    !!          .   .   . 0        !
 1985.1!                              *  +    !!          0   .   .          !
 1985.2!                            *+        !!          . 0 .   .          !
 1985.3!                            +   *     !!          .   .   . 0        !
 1985.4!                           *   +      !!        0 .   .   .          !
 1986.1!                           +  *       !!          .   .   0          !
 1986.2!                              +       !!          .   .0  .          !
 1986.3!                              +       !!          .   0   .          !
 1986.4!                              +*      !!          .   .  0.          !
 1987.1!                               +      !!          .   0   .          !
 1987.2!                             * +      !!          .0  .   .          !
 1987.3!                             +  *     !!          .   .   .0         !
 1987.4!                              * +     !!          . 0 .   .          !
 1988.1!                              + *     !!          .   .  0.          !
 1988.2!                               *+     !!          .  0.   .          !
 1988.3!                            * +       !!          .0  .   .          !
 1988.4!                            +  *      !!          .   .   0          !
 1989.1!                              +     * !!          .   .   .    0     !
 1989.2!                                   +  *!          .   .   0          !
 1989.3!                                     +!!          .   0   .          !
 1989.4!                                *  +  !!         0.   .   .          !
 1990.1!                           *   +      !!         0.   .   .          !
 1990.2!                           +          !!          .   .0  .          !
 1990.3!                           + *        !!          .   .  0.          !
 1990.4!                             + *      !!          .   . 0 .          !
 1991.1!                           *  +       !!         0.   .   .          !
 1991.2!                           + *        !!          .   .  0.          !
 1991.3!                            *+        !!          .  0.   .          !
 1991.4!                            + *       !!          .   . 0 .          !
 1992.1!                             + *      !!          .   .  0.          !
 1992.2!                               +*     !!          .   .0  .          !
 1992.3!                               + *    !!          .   . 0 .          !
 1992.4!                               *+     !!          .  0.   .          !
 1993.1!                               +*     !!          .   .0  .          !
 1993.2!                              *+      !!          . 0 .   .          !
 1993.3!                              +*      !!          .   . 0 .          !
 1993.4!                              +*      !!          .   .0  .          !
 1994.1!                               +      !!          .   0   .          !
 1994.2!                              +       !!          .   0   .          !
 1994.3!                           *  +       !!          0   .   .          !
 1994.4!                           +*         !!          .   . 0 .          !
 1995.1!                         *  +         !!          0   .   .          !
 1995.2!                         + *          !!          .   .  0.          !
 1995.3!                           + *        !!          .   .  0.          !
 1995.4!                             +  *     !!          .   .   0          !
 1996.1!                               +      !!          .   0   .          !
 1996.2!                              *+      !!          .  0.   .          !
 1996.3!                            *+        !!          . 0 .   .          !
 1996.4!                            +         !!          .   .0  .          !
 1997.1!                            + *       !!          .   .   0          !
 1997.2!                              +*      !!          .   .0  .          !
 1997.3!                              +       !!          .   0   .          !
 1997.4!                             + *      !!          .   .  0.          !
 1998.1!                             *+       !!          . 0 .   .          !
 1998.2!                            +         !!          .   0   .          !
 1998.3!                           +    *     !!          .   .   . 0        !
 1998.4!                           *   +      !!        0 .   .   .          !
 1999.1!                          +   *       !!          .   .   . 0        !
 1999.2!                             + *      !!          .   .  0.          !
 1999.3!                              +  *    !!          .   .   0          !
 1999.4!                             *  +     !!          0   .   .          !
 2000.1!                            +     *   !!          .   .   .   0      !
 2000.2!                              * +     !!          .0  .   .          !
 2000.3!                             + *      !!          .   .  0.          !
 2000.4!                             +        !!          .  0.   .          !
 2001.1!                           *+         !!          .  0.   .          !
 2001.2!                          + *         !!          .   . 0 .          !
 2001.3!                       *   +          !!         0.   .   .          !
 2001.4!                       +              !!          .   0   .          !
 2002.1!                      +   *           !!          .   .   . 0        !
 2002.2!                          +           !!          .   0   .          !
 2002.3!                       *  +           !!          0   .   .          !
 2002.4!                       +  *           !!          .   .   .0         !
 2003.1!                         *+           !!          .  0.   .          !
 2003.2!                         +            !!          .   0   .          !
 2003.3!                      *  +            !!          0   .   .          !
 2003.4!                      +               !!          .   0   .          !
 2004.1!                      + *             !!          .   . 0 .          !
 2004.2!                        +             !!          .   0   .          !
 2004.3!                        +             !!          .   .0  .          !
 2004.4!                        + *           !!          .   . 0 .          !
 2005.1!                         +*           !!          .   .0  .          !
 2005.2!                        * +           !!          .0  .   .          !
 2005.3!                        +  *          !!          .   .   0          !
 2005.4!                        * +           !!          .0  .   .          !
 2006.1!                      * +             !!          .0  .   .          !
 2006.2!                      +*              !!          .   .0  .          !
 2006.3!                       +  *           !!          .   .   0          !
 2006.4!                          +           !!          .   0   .          !
 2007.1!                       *  +           !!          0   .   .          !
 2007.2!                       + *            !!          .   .  0.          !
 2007.3!                         +            !!          .   0   .          !
 2007.4!                         + *          !!          .   . 0 .          !
 2008.1!                          +           !!          .  0.   .          !
 2008.2!                          +           !!          .   .0  .          !
 2008.3!                          +*          !!          .   .0  .          !
 2008.4!                      *   +           !!        0 .   .   .          !
 2009.1!                     *+               !!          . 0 .   .          !
 2009.2!                     +*               !!          .   . 0 .          !
 2009.3!                    * +               !!          .0  .   .          !
 2009.4!                     + *              !!          .   .   0          !
 2010.1!                       +   *          !!          .   .   .0         !
 2010.2!                        * +           !!          0   .   .          !
 2010.3!                       +              !!          .   0   .          !
 2010.4!                       + *            !!          .   .  0.          !
 2011.1!                        *+            !!          .  0.   .          !
 2011.2!                        +             !!          .   0   .          !
 2011.3!                      * +             !!          . 0 .   .          !
 2011.4!                     * +              !!          . 0 .   .          !
 2012.1!                      +*              !!          .   . 0 .          !
 2012.2!                       +*             !!          .   .0  .          !
 2012.3!                  *    +              !!       0  .   .   .          !
 2012.4!                  *+                  !!          .  0.   .          !


     29.26 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@@EQ  729 LAAKESO C LAKESO(-1) PKESO;SMPL 1994.3 2012.4;OLS;EST  729 PLOT=0;EN
@@EQ  730 LAABASO C LABASO(-1) PBASO;SMPL 1995.1 2012.4;OLS;EST  730 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKSO=HKPX$/SOPMM;                                                      
 GENR LAAHKSO=LOG(AAHKSO+.00001);                                             
 GENR LAHKSO=LOG(AHKSO+.00001);                                               
 LHS AAHKSO=EXP(LAAHKSO)-.00001;                                              
  EQ  731 LAAHKSO C LAHKSO(-1) PHKSO;                                         
EQUATION 703  LAAHKSO  
   RHS     C  LAHKSO(-1)  PHKSO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  703 PLOT=0;END;                                                     

Equation number =  703
**********************

Dependent variable = LAAHKSO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.571230743

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.224962367       0.077982688  -2.88477     1.000000
12518 LAHKSO  ( -1)       0.917194605       0.024120973  38.02478    -4.578377
12516 PHKSO   (  0)      -0.093553074       0.035621983  -2.62627     1.571357

SE of equation            =     0.170746105
Sum of squared residuals  =  5.39353299      -0.254019028E-11
Average absolute error    =     0.122957800
Sum of ABS residuals      =  23.1160664    
R squared                 =   0.95365
Durbin-Watson statistic   =   2.45111
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1* +                                    !!          0   .   .          !
 1966.2!+                                     !!          .   0   .          !
 1966.3*+                                     !!          . 0 .   .          !
 1966.4*+                                     !!          .  0.   .          !
 1967.1!+   *                                 !!          .   .   .   0      !
 1967.2!  *  +                                !!         0.   .   .          !
 1967.3!   +     *                            !!          .   .   .      0   !
 1967.4!         +    *                       !!          .   .   .   0      !
 1968.1!        *    +                        !!     0    .   .   .          !
 1968.2!        +*                            !!          .   . 0 .          !
 1968.3!         +                            !!          .  0.   .          !
 1968.4!      *  +                            !!        0 .   .   .          !
 1969.1!     *+                               !!          . 0 .   .          !
 1969.2!     + *                              !!          .   .  0.          !
 1969.3!       +  *                           !!          .   .   .0         !
 1969.4!       *  +                           !!          0   .   .          !
 1970.1!     *  +                             !!         0.   .   .          !
 1970.2!     +*                               !!          .   . 0 .          !
 1970.3!     *+                               !!          .0  .   .          !
 1970.4!    *+                                !!          . 0 .   .          !
 1971.1!*   +                                 !!       0  .   .   .          !
 1971.2!+      *                              !!          .   .   .       0  !
 1971.3!   *   +                              !!        0 .   .   .          !
 1971.4!   *+                                 !!          .   0   .          !
 1972.1!    +   *                             !!          .   .   .   0      !
 1972.2!        +  *                          !!          .   .   0          !
 1972.3!         *+                           !!          .0  .   .          !
 1972.4!        +                             !!          .  0.   .          !
 1973.1!      * +                             !!          .0  .   .          !
 1973.2!    * +                               !!          .0  .   .          !
 1973.3!    +  *                              !!          .   .   .0         !
 1973.4!      + *                             !!          .   .  0.          !
 1974.1!       +    *                         !!          .   .   .    0     !
 1974.2!        *   +                         !!        0 .   .   .          !
 1974.3!       *+                             !!          . 0 .   .          !
 1974.4!  *    +                              !!     0    .   .   .          !
 1975.1!   +        *                         !!          .   .   .          0
 1975.2!         *   +                        !!        0 .   .   .          !
 1975.3!          +  *                        !!          .   .   0          !
 1975.4!            *+                        !!          .0  .   .          !
 1976.1!             + *                      !!          .   .   0          !
 1976.2!               +                      !!          .  0.   .          !
 1976.3!          *    +                      !!     0    .   .   .          !
 1976.4!           +                          !!          .  0.   .          !
 1977.1!           *+                         !!          .  0.   .          !
 1977.2!         *  +                         !!         0.   .   .          !
 1977.3!         *+                           !!          . 0 .   .          !
 1977.4!         *+                           !!          . 0 .   .          !
 1978.1!          +*                          !!          .   0   .          !
 1978.2!          * +                         !!          0   .   .          !
 1978.3!           +*                         !!          .   .  0.          !
 1978.4!             +*                       !!          .   . 0 .          !
 1979.1!               +                      !!          .   0   .          !
 1979.2!               *+                     !!          . 0 .   .          !
 1979.3!                +*                    !!          .   .0  .          !
 1979.4!                 + *                  !!          .   .   0          !
 1980.1!                *   +                 !!        0 .   .   .          !
 1980.2!                 +  *                 !!          .   .   0          !
 1980.3!                   *+                 !!          . 0 .   .          !
 1980.4!                   +*                 !!          .   0   .          !
 1981.1!                    +                 !!          .  0.   .          !
 1981.2!                    + *               !!          .   .   0          !
 1981.3!                     *+               !!          . 0 .   .          !
 1981.4!                      +*              !!          .   . 0 .          !
 1982.1!                    *  +              !!          0   .   .          !
 1982.2!                    *+                !!          .   0   .          !
 1982.3!                   * +                !!          . 0 .   .          !
 1982.4!                    +                 !!          .   0   .          !
 1983.1!                    +                 !!          .  0.   .          !
 1983.2!                    +                 !!          .   0   .          !
 1983.3!                     + *              !!          .   .   0          !
 1983.4!                       +              !!          .  0.   .          !
 1984.1!                       +              !!          .  0.   .          !
 1984.2!                       +              !!          .   0   .          !
 1984.3!                       +              !!          .   0   .          !
 1984.4!                   *   +              !!        0 .   .   .          !
 1985.1!                   +                  !!          .   0   .          !
 1985.2!                 * +                  !!          0   .   .          !
 1985.3!                  +                   !!          .   0   .          !
 1985.4!                  +                   !!          .  0.   .          !
 1986.1!                  +                   !!          .   0   .          !
 1986.2!                   +  *               !!          .   .   . 0        !
 1986.3!                      +               !!          .   0   .          !
 1986.4!                       + *            !!          .   .   0          !
 1987.1!                         +  *         !!          .   .   . 0        !
 1987.2!                            + *       !!          .   .  0.          !
 1987.3!                             *+       !!          .  0.   .          !
 1987.4!                             + *      !!          .   .   0          !
 1988.1!                               +      !!          .   0   .          !
 1988.2!                               +*     !!          .   . 0 .          !
 1988.3!                              *+      !!          . 0 .   .          !
 1988.4!                              +  *    !!          .   .   . 0        !
 1989.1!                                *+    !!          . 0 .   .          !
 1989.2!                              *+      !!          . 0 .   .          !
 1989.3!                             *+       !!          .  0.   .          !
 1989.4!                             +*       !!          .   . 0 .          !
 1990.1!                              +  *    !!          .   .   .0         !
 1990.2!                                +     !!          .  0.   .          !
 1990.3!                                + *   !!          .   .   0          !
 1990.4!                                 +  * !!          .   .   . 0        !
 1991.1!                                    + !!          .   0   .          !
 1991.2!                                   +  !!          .   .0  .          !
 1991.3!                                   +* !!          .   . 0 .          !
 1991.4!                                   +* !!          .   .0  .          !
 1992.1!                                   +  *!          .   .   .0         !
 1992.2!                                     +!!          .   0   .          !
 1992.3!                                    +*!!          .   .0  .          !
 1992.4!                                    +*!!          .   .0  .          !
 1993.1!                                    + *!          .   .   0          !
 1993.2!                                     +*!          .   . 0 .          !
 1993.3!                                     +*!          .   .0  .          !
 1993.4!                                     +!!          .   0   .          !
 1994.1!                                    + !!          .  0.   .          !
 1994.2!                                  *+  !!          .  0.   .          !
 1994.3!                                  +   *!          .   .   .   0      !
 1994.4!                                     +!!          .  0.   .          !
 1995.1!                                *   + !!       0  .   .   .          !
 1995.2!                               + *    !!          .   .  0.          !
 1995.3!                                + *   !!          .   .  0.          !
 1995.4!                                  +  *!!          .   .   .  0       !
 1996.1!                                   * +!!          . 0 .   .          !
 1996.2!                                   +  !!          .   0   .          !
 1996.3!                                 *+   !!          . 0 .   .          !
 1996.4!                                +     !!          .  0.   .          !
 1997.1!                               +*     !!          .   . 0 .          !
 1997.2!                                +     !!          .   0   .          !
 1997.3!                               +      !!          .  0.   .          !
 1997.4!                              +*      !!          .   .0  .          !
 1998.1!                             *+       !!          .  0.   .          !
 1998.2!                             +        !!          .   0   .          !
 1998.3!                            +         !!          .  0.   .          !
 1998.4!                      *     +         !!     0    .   .   .          !
 1999.1!                      +      *        !!          .   .   .       0  !
 1999.2!                            +         !!          .   0   .          !
 1999.3!                            +*        !!          .   . 0 .          !
 1999.4!                             +*       !!          .   . 0 .          !
 2000.1!                             +        !!          .   0   .          !
 2000.2!                            *+        !!          . 0 .   .          !
 2000.3!                          *+          !!          .  0.   .          !
 2000.4!                          +           !!          .   0   .          !
 2001.1!                         *+           !!          .  0.   .          !
 2001.2!                         +            !!          .   0   .          !
 2001.3!                        +*            !!          .   .0  .          !
 2001.4!                      * +             !!          0   .   .          !
 2002.1!                      + *             !!          .   .  0.          !
 2002.2!                       *+             !!          . 0 .   .          !
 2002.3!                      *+              !!          .  0.   .          !
 2002.4!                      +*              !!          .   .0  .          !
 2003.1!                       +  *           !!          .   .   0          !
 2003.2!                         +            !!          .  0.   .          !
 2003.3!                       * +            !!          0   .   .          !
 2003.4!                       +*             !!          .   . 0 .          !
 2004.1!                        +   *         !!          .   .   .  0       !
 2004.2!                          * +         !!          0   .   .          !
 2004.3!                         *+           !!          .  0.   .          !
 2004.4!                         + *          !!          .   .  0.          !
 2005.1!                         * +          !!          .0  .   .          !
 2005.2!                         *+           !!          .  0.   .          !
 2005.3!                         +            !!          .   0   .          !
 2005.4!                          +           !!          .   0   .          !
 2006.1!                        * +           !!          0   .   .          !
 2006.2!                        +             !!          .   0   .          !
 2006.3!                        *+            !!          .   0   .          !
 2006.4!                         +            !!          .   0   .          !
 2007.1!                      *  +            !!        0 .   .   .          !
 2007.2!                       +  *           !!          .   .   . 0        !
 2007.3!                      *   +           !!       0  .   .   .          !
 2007.4!                      *+              !!          . 0 .   .          !
 2008.1!                      +*              !!          .   0   .          !
 2008.2!                       +*             !!          .   .0  .          !
 2008.3!                       *+             !!          .0  .   .          !
 2008.4!                      *+              !!          .  0.   .          !
 2009.1!                      *+              !!          .  0.   .          !
 2009.2!                       +              !!          .   .0  .          !
 2009.3!                    *   +             !!       0  .   .   .          !
 2009.4!                    *+                !!          .  0.   .          !
 2010.1!                     + *              !!          .   .   .0         !
 2010.2!                     *  +             !!         0.   .   .          !
 2010.3!                      +               !!          .   0   .          !
 2010.4!                    * +               !!          0   .   .          !
 2011.1!                     +                !!          .   0   .          !
 2011.2!                     +                !!          .  0.   .          !
 2011.3!                    *+                !!          . 0 .   .          !
 2011.4!                   * +                !!          0   .   .          !
 2012.1!                   *+                 !!          .  0.   .          !
 2012.2!                  * +                 !!          .0  .   .          !
 2012.3!                 * +                  !!          .0  .   .          !
 2012.4!                  +                   !!          .  0.   .          !


     27.66 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@@EQ  732 LAASISO C LASISO(-1) PSISO;SMPL 1996.3 2012.4;OLS;EST  732 PLOT=0;EN
@@EQ  733 LAAVISO C LAVISO(-1) PVISO;SMPL 1992.3 2012.4;OLS;EST  733 PLOT=0;EN
@@EQ  734 LAANISO C LANISO(-1) PNISO;SMPL 1992.3 2012.4;OLS;EST  734 PLOT=0;EN
@@EQ  735 LAAALSO C LAALSO(-1) PALSO;SMPL 1999.4 2012.4;OLS;EST  735 PLOT=0;EN
@@EQ  736 LAAIASO C LAIASO(-1) PIASO;SMPL 1994.3 2012.4;OLS;EST  736 PLOT=0;EN
@@EQ  737 LAAINSO C LAINSO(-1) PINSO;SMPL 2000.3 2012.4;OLS;EST  737 PLOT=0;EN
@@EQ  738 LAAIQSO C LAIQSO(-1) PIQSO;SMPL 2012.4 2012.4;OLS;EST  738 PLOT=0;EN
@@EQ  739 LAAKUSO C LAKUSO(-1) PKUSO;SMPL 1995.3 2012.4;OLS;EST  739 PLOT=0;EN
@@EQ  740 LAALISO C LALISO(-1) PLISO;SMPL 2012.3 2012.4;OLS;EST  740 PLOT=0;EN
@@EQ  741 LAAUASO C LAUASO(-1) PUASO;SMPL 1992.3 2012.4;OLS;EST  741 PLOT=0;EN
@EQ   742 LAAUSKO C LAUSKO(-1) PUSKO;SMPL 1966.1 2012.4;OLS;EST  742 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCAKO=CAPX$/KOPMM;                                                      
 GENR LAACAKO=LOG(AACAKO+.00001);                                             
 GENR LACAKO=LOG(ACAKO+.00001);                                               
 LHS AACAKO=EXP(LAACAKO)-.00001;                                              
  EQ  743 LAACAKO C LACAKO(-1) PCAKO;                                         
EQUATION 704  LAACAKO  
   RHS     C  LACAKO(-1)  PCAKO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  704 PLOT=0;END;                                                     

Equation number =  704
**********************

Dependent variable = LAACAKO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.202881216

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.439518281       0.250436918  -5.74803     1.000000
12521 LACAKO  ( -1)       0.498231282       0.054943646   9.06804    -4.214878
12519 PCAKO   (  0)      -0.605417092       0.184457318  -3.28215     1.095738

SE of equation            =     0.367690647
Sum of squared residuals  =  25.0113362      -0.543565193E-11
Average absolute error    =     0.253292949
Sum of ABS residuals      =  47.6190745    
R squared                 =   0.41123
Durbin-Watson statistic   =   1.66649
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1+                                      *!            . . .            0
 1966.2!                              *+      !!            . 0 .            !
 1966.3!                    *      +          !!           0. . .            !
 1966.4!           *           +              !!         0  . . .            !
 1967.1!                   +                  !!            . 0 .            !
 1967.2!       *               +              !!        0   . . .            !
 1967.3!                 + *                  !!            . .0.            !
 1967.4*                       +              !!     0      . . .            !
 1968.1!             +     *                  !!            . . 0            !
 1968.2!           *           +              !!          0 . . .            !
 1968.3!                 *+                   !!            .0. .            !
 1968.4!                *     +               !!            0 . .            !
 1969.1!            *        +                !!          0 . . .            !
 1969.2!          *        +                  !!          0 . . .            !
 1969.3!              *   +                   !!            .0. .            !
 1969.4!     *              +                 !!        0   . . .            !
 1970.1!          *     +                     !!           0. . .            !
 1970.2!                 +    *               !!            . . 0            !
 1970.3!             *         +              !!          0 . . .            !
 1970.4!                 * +                  !!            .0. .            !
 1971.1!                 *  +                 !!            .0. .            !
 1971.2!                *   +                 !!            0 . .            !
 1971.3!                    +*                !!            . .0.            !
 1971.4!                    * +               !!            .0. .            !
 1972.1!                   *  +               !!            .0. .            !
 1972.2!                     +    *           !!            . . 0            !
 1972.3!                      *  +            !!            .0. .            !
 1972.4!                  *    +              !!            0 . .            !
 1973.1!                  *  +                !!            .0. .            !
 1973.2!                   +    *             !!            . . 0            !
 1973.3!                       + *            !!            . .0.            !
 1973.4!                   *   +              !!            0 . .            !
 1974.1!                  + *                 !!            . .0.            !
 1974.2!                     +*               !!            . .0.            !
 1974.3!               *    +                 !!            0 . .            !
 1974.4!          *     +                     !!            0 . .            !
 1975.1!              +   *                   !!            . . 0            !
 1975.2!                  +   *               !!            . .0.            !
 1975.3!                   +*                 !!            . 0 .            !
 1975.4!           *      +                   !!            0 . .            !
 1976.1!              +           *           !!            . . .  0         !
 1976.2!                   * +                !!            .0. .            !
 1976.3!                  +   *               !!            . . 0            !
 1976.4!                      +*              !!            . .0.            !
 1977.1!                      +               !!            . 0 .            !
 1977.2!                 * +                  !!            .0. .            !
 1977.3!                  +*                  !!            . .0.            !
 1977.4!                  * +                 !!            .0. .            !
 1978.1!                   +*                 !!            . 0 .            !
 1978.2!                     +                !!            . 0 .            !
 1978.3!                      +               !!            . 0 .            !
 1978.4!                     * +              !!            .0. .            !
 1979.1!                     +       *        !!            . . .0           !
 1979.2!                          + *         !!            . .0.            !
 1979.3!                          + *         !!            . .0.            !
 1979.4!                     *   +            !!            0 . .            !
 1980.1!                     +      *         !!            . . .0           !
 1980.2!                        +    *        !!            . . 0            !
 1980.3!                         + *          !!            . .0.            !
 1980.4!                      *+              !!            . 0 .            !
 1981.1!                     +     *          !!            . . 0            !
 1981.2!                       +*             !!            . 0 .            !
 1981.3!                      +       *       !!            . . .0           !
 1981.4!                       * +            !!            .0. .            !
 1982.1!                     +       *        !!            . . .0           !
 1982.2!                        +    *        !!            . . 0            !
 1982.3!                         +   *        !!            . .0.            !
 1982.4!                        +*            !!            . 0 .            !
 1983.1!                       +      *       !!            . . .0           !
 1983.2!                           +      *   !!            . . .0           !
 1983.3!                             +*       !!            . 0 .            !
 1983.4!                           +   *      !!            . . 0            !
 1984.1!                            +    *    !!            . . 0            !
 1984.2!                             +   *    !!            . .0.            !
 1984.3!                             +     *  !!            . . .0           !
 1984.4!                             *+       !!            . 0 .            !
 1985.1!                           +      *   !!            . . .0           !
 1985.2!                             +     *  !!            . . 0            !
 1985.3!                              +   *   !!            . . 0            !
 1985.4!                              +*      !!            . 0 .            !
 1986.1!                             +    *   !!            . . 0            !
 1986.2!                              + *     !!            . .0.            !
 1986.3!                             +      * !!            . . .0           !
 1986.4!                              *+      !!            . 0 .            !
 1987.1!                             +    *   !!            . . 0            !
 1987.2!                               + *    !!            . .0.            !
 1987.3!                             +       *!!            . . .0           !
 1987.4!                              * +     !!            .0. .            !
 1988.1!                            +*        !!            . 0 .            !
 1988.2!                            +     *   !!            . . 0            !
 1988.3!                              +*      !!            . .0.            !
 1988.4!                             +        !!            . 0 .            !
 1989.1!                           +      *   !!            . . .0           !
 1989.2!                              +       *!            . . .0           !
 1989.3!                                +     !!            . 0 .            !
 1989.4!                            +         !!            . 0 .            !
 1990.1!                           +*         !!            . 0 .            !
 1990.2!                         +     *      !!            . . .0           !
 1990.3!                            +   *     !!            . . 0            !
 1990.4!                            *+        !!            . 0 .            !
 1991.1!                           +      *   !!            . . .0           !
 1991.2!                            +   *     !!            . .0.            !
 1991.3!                            +    *    !!            . . 0            !
 1991.4!                           *+         !!            .0. .            !
 1992.1!                           +   *      !!            . . 0            !
 1992.2!                          *+          !!            . 0 .            !
 1992.3!                         + *          !!            . .0.            !
 1992.4!                      *   +           !!            .0. .            !
 1993.1!                       +     *        !!            . . 0            !
 1993.2!                           *+         !!            . 0 .            !
 1993.3!                         +    *       !!            . . 0            !
 1993.4!                       *   +          !!            0 . .            !
 1994.1!                       +   *          !!            . . 0            !
 1994.2!                         + *          !!            . .0.            !
 1994.3!                          +    *      !!            . . 0            !
 1994.4!                        *   +         !!            0 . .            !
 1995.1!                         +  *         !!            . .0.            !
 1995.2!                           +*         !!            . .0.            !
 1995.3!                          +  *        !!            . .0.            !
 1995.4!                     *     +          !!            0 . .            !
 1996.1!                       +   *          !!            . . 0            !
 1996.2!                         + *          !!            . .0.            !
 1996.3!                        *+            !!            . 0 .            !
 1996.4!                    *   +             !!            0 . .            !
 1997.1!                     +       *        !!            . . .0           !
 1997.2!                         *+           !!            . 0 .            !
 1997.3!                        + *           !!            . .0.            !
 1997.4!                    *   +             !!            0 . .            !
 1998.1!                     + *              !!            . .0.            !
 1998.2!                      + *             !!            . .0.            !
 1998.3!                     *+               !!            . 0 .            !
 1998.4!                 *   +                !!            .0. .            !
 1999.1!                   +*                 !!            . 0 .            !
 1999.2!                    + *               !!            . .0.            !
 1999.3!                     +*               !!            . 0 .            !
 1999.4!                 *     +              !!            0 . .            !
 2000.1!                    + *               !!            . .0.            !
 2000.2!                    * +               !!            .0. .            !
 2000.3!                   * +                !!            .0. .            !
 2000.4!            *        +                !!           0. . .            !
 2001.1!                 + *                  !!            . .0.            !
 2001.2!                 *  +                 !!            .0. .            !
 2001.3!                 * +                  !!            .0. .            !
 2001.4!               *   +                  !!            0 . .            !
 2002.1!                  +                   !!            . 0 .            !
 2002.2!                 *  +                 !!            .0. .            !
 2002.3!                  * +                 !!            .0. .            !
 2002.4!            *       +                 !!           0. . .            !
 2003.1!                *+                    !!            .0. .            !
 2003.2!               *   +                  !!            .0. .            !
 2003.3!              *   +                   !!            .0. .            !
 2003.4!           *      +                   !!           0. . .            !
 2004.1!              * +                     !!            .0. .            !
 2004.2!                 *+                   !!            . 0 .            !
 2004.3!                *  +                  !!            .0. .            !
 2004.4!           *      +                   !!           0. . .            !
 2005.1!                +*                    !!            . 0 .            !
 2005.2!                 *+                   !!            . 0 .            !
 2005.3!                  + *                 !!            . 0 .            !
 2005.4!            *      +                  !!           0. . .            !
 2006.1!               +*                     !!            . 0 .            !
 2006.2!                 +*                   !!            . 0 .            !
 2006.3!                  +*                  !!            . 0 .            !
 2006.4!               *   +                  !!            .0. .            !
 2007.1!               * +                    !!            .0. .            !
 2007.2!                *+                    !!            . 0 .            !
 2007.3!              *  +                    !!            .0. .            !
 2007.4!          *     +                     !!            0 . .            !
 2008.1!              +*                      !!            . 0 .            !
 2008.2!               *+                     !!            . 0 .            !
 2008.3!               *+                     !!            . 0 .            !
 2008.4!             *    +                   !!            0 . .            !
 2009.1!                 +    *               !!            . . 0            !
 2009.2!                    *+                !!            . 0 .            !
 2009.3!                   *+                 !!            . 0 .            !
 2009.4!           *       +                  !!           0. . .            !
 2010.1!               + *                    !!            . .0.            !
 2010.2!                 *+                   !!            . 0 .            !
 2010.3!                * +                   !!            .0. .            !
 2010.4!           *      +                   !!           0. . .            !
 2011.1!               +    *                 !!            . . 0            !
 2011.2!                  * +                 !!            .0. .            !
 2011.3!                  + *                 !!            . 0 .            !
 2011.4!               *   +                  !!            0 . .            !
 2012.1!              *  +                    !!            .0. .            !
 2012.2!             *   +                    !!            0 . .            !
 2012.3!                +                     !!            . 0 .            !
 2012.4!          *       +                   !!           0. . .            !


     22.87 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
@EQ   744 LAAJAKO C LAJAKO(-1) PJAKO;SMPL 1966.1 2012.4;OLS;EST  744 PLOT=0;EN
@EQ   745 LAAAUKO C LAAUKO(-1) PAUKO;SMPL 1973.4 2012.4;OLS;EST  745 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRKO=FRPX$/KOPMM;                                                      
 GENR LAAFRKO=LOG(AAFRKO+.00001);                                             
 GENR LAFRKO=LOG(AFRKO+.00001);                                               
 LHS AAFRKO=EXP(LAAFRKO)-.00001;                                              
  EQ  746 LAAFRKO C LAFRKO(-1) PFRKO;                                         
EQUATION 705  LAAFRKO  
   RHS     C  LAFRKO(-1)  PFRKO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  705 PLOT=0;END;                                                     

Equation number =  705
**********************

Dependent variable = LAAFRKO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.290554619

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.055473225       0.266859343  -3.95517     1.000000
12524 LAFRKO  ( -1)       0.730730951       0.049889140  14.64709    -4.289016
12522 PFRKO   (  0)      -0.081034483       0.138695370  -0.58426     1.245944

SE of equation            =     0.330638762
Sum of squared residuals  =  20.2245684       0.594901906E-11
Average absolute error    =     0.249587478
Sum of ABS residuals      =  46.9224459    
R squared                 =   0.53984
Durbin-Watson statistic   =   2.09820
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                           +*         !!          .   .0  .          !
 1966.2!                          + *         !!          .   . 0 .          !
 1966.3!            *              +          !!  0       .   .   .          !
 1966.4!            *  +                      !!          . 0 .   .          !
 1967.1!              *+                      !!          .  0.   .          !
 1967.2!      *          +                    !!     0    .   .   .          !
 1967.3!   *       +                          !!       0  .   .   .          !
 1967.4!   *    +                             !!          0   .   .          !
 1968.1!*       +                             !!       0  .   .   .          !
 1968.2! *    +                               !!         0.   .   .          !
 1968.3*       +                              !!        0 .   .   .          !
 1968.4!     +       *                        !!          .   .   . 0        !
 1969.1!               +     *                !!          .   .   .0         !
 1969.2!                      + *             !!          .   . 0 .          !
 1969.3!                        +        *    !!          .   .   .   0      !
 1969.4!                   *           +      !!    0     .   .   .          !
 1970.1!               *    +                 !!          0   .   .          !
 1970.2!                 +       *            !!          .   .   . 0        !
 1970.3!                        +            *!!          .   .   .      0   !
 1970.4!                                 + *  !!          .   .0  .          !
 1971.1!                               + *    !!          .   .0  .          !
 1971.2!                              + *     !!          .   .0  .          !
 1971.3!                             +   *    !!          .   .  0.          !
 1971.4!                          *   +       !!          .0  .   .          !
 1972.1!                   *     +            !!         0.   .   .          !
 1972.2!                    +       *         !!          .   .   .  0       !
 1972.3!                   *      +           !!       0  .   .   .          !
 1972.4!                    +   *             !!          .   .  0.          !
 1973.1!                  *    +              !!         0.   .   .          !
 1973.2!             *     +                  !!         0.   .   .          !
 1973.3!              *+                      !!          .  0.   .          !
 1973.4!             *  +                     !!          . 0 .   .          !
 1974.1!            *  +                      !!          .0  .   .          !
 1974.2!           *   +                      !!          .0  .   .          !
 1974.3!        *     +                       !!         0.   .   .          !
 1974.4!       *   +                          !!          0   .   .          !
 1975.1!           +     *                    !!          .   .   . 0        !
 1975.2!                  + *                 !!          .   . 0 .          !
 1975.3!                    +                 *!          .   .   .          0
 1975.4!                                 +*   !!          .   .0  .          !
 1976.1!                       *       +      !!       0  .   .   .          !
 1976.2!                      +       *       !!          .   .   .  0       !
 1976.3!                            +    *    !!          .   .   .0         !
 1976.4!                            * +       !!          . 0 .   .          !
 1977.1!                          +  *        !!          .   .  0.          !
 1977.2!                  *        +          !!      0   .   .   .          !
 1977.3!                * +                   !!          . 0 .   .          !
 1977.4!                  +      *            !!          .   .   . 0        !
 1978.1!                        +   *         !!          .   .   0          !
 1978.2!                      *   +           !!          .0  .   .          !
 1978.3!                      +   *           !!          .   .   0          !
 1978.4!                     *   +            !!          0   .   .          !
 1979.1!                     +                !!          .   0   .          !
 1979.2!                     +    *           !!          .   .   .0         !
 1979.3!                        *+            !!          .  0.   .          !
 1979.4!                    *  +              !!          .0  .   .          !
 1980.1!           *        +                 !!      0   .   .   .          !
 1980.2!           *  +                       !!          . 0 .   .          !
 1980.3!            *+                        !!          . 0 .   .          !
 1980.4!       *      +                       !!        0 .   .   .          !
 1981.1!           +  *                       !!          .   .  0.          !
 1981.2!         *      +                     !!        0 .   .   .          !
 1981.3!            +  *                      !!          .   . 0 .          !
 1981.4!            *   +                     !!          0   .   .          !
 1982.1!           *   +                      !!          .0  .   .          !
 1982.2!              + *                     !!          .   . 0 .          !
 1982.3!             *    +                   !!          0   .   .          !
 1982.4!           *   +                      !!          .0  .   .          !
 1983.1!              +    *                  !!          .   .   0          !
 1983.2!                    +                 !!          .   0   .          !
 1983.3!                   * +                !!          .  0.   .          !
 1983.4!                 *  +                 !!          . 0 .   .          !
 1984.1!                   + *                !!          .   . 0 .          !
 1984.2!                      +*              !!          .   .0  .          !
 1984.3!                    *  +              !!          . 0 .   .          !
 1984.4!                     +      *         !!          .   .   . 0        !
 1985.1!                           + *        !!          .   . 0 .          !
 1985.2!                           +     *    !!          .   .   .0         !
 1985.3!                          *    +      !!          0   .   .          !
 1985.4!                         +       *    !!          .   .   . 0        !
 1986.1!                            * +       !!          . 0 .   .          !
 1986.2!                          *+          !!          .  0.   .          !
 1986.3!                         +         *  !!          .   .   .    0     !
 1986.4!                        *       +     !!        0 .   .   .          !
 1987.1!                        +  *          !!          .   . 0 .          !
 1987.2!                          + *         !!          .   . 0 .          !
 1987.3!                           +     *    !!          .   .   . 0        !
 1987.4!                     *        +       !!      0   .   .   .          !
 1988.1!                     +       *        !!          .   .   .  0       !
 1988.2!                         * +          !!          . 0 .   .          !
 1988.3!                        + *           !!          .   .0  .          !
 1988.4!                         +   *        !!          .   .   0          !
 1989.1!                           + *        !!          .   . 0 .          !
 1989.2!                           +*         !!          .   .0  .          !
 1989.3!                    *      +          !!        0 .   .   .          !
 1989.4!                    +    *            !!          .   .   0          !
 1990.1!                        +   *         !!          .   .  0.          !
 1990.2!                          +*          !!          .   .0  .          !
 1990.3!                          +           !!          .   0   .          !
 1990.4!                        *+            !!          .   0   .          !
 1991.1!                        + *           !!          .   . 0 .          !
 1991.2!                         + *          !!          .   .0  .          !
 1991.3!                         +*           !!          .   .0  .          !
 1991.4!                         +            !!          .   0   .          !
 1992.1!                        + *           !!          .   . 0 .          !
 1992.2!                         +            !!          .   .0  .          !
 1992.3!                    *   +             !!          0   .   .          !
 1992.4!                    + *               !!          .   . 0 .          !
 1993.1!                      +    *          !!          .   .   .0         !
 1993.2!                          + *         !!          .   .0  .          !
 1993.3!             *            +           !!   0      .   .   .          !
 1993.4!               +    *                 !!          .   .   0          !
 1994.1!                    +       *         !!          .   .   . 0        !
 1994.2!                          +*          !!          .   0   .          !
 1994.3!                       * +            !!          . 0 .   .          !
 1994.4!                      *+              !!          .  0.   .          !
 1995.1!                      +*              !!          .   .0  .          !
 1995.2!                       +              !!          .   0   .          !
 1995.3!                     *+               !!          .  0.   .          !
 1995.4!                     +   *            !!          .   .  0.          !
 1996.1!                       *+             !!          .  0.   .          !
 1996.2!                     * +              !!          .  0.   .          !
 1996.3!                     +                !!          .   0   .          !
 1996.4!                    *+                !!          .  0.   .          !
 1997.1!                     +  *             !!          .   .  0.          !
 1997.2!                       +*             !!          .   .0  .          !
 1997.3!                     * +              !!          . 0 .   .          !
 1997.4!                     +                !!          .   0   .          !
 1998.1!                     +*               !!          .   .0  .          !
 1998.2!                      +     *         !!          .   .   . 0        !
 1998.3!                          +*          !!          .   .0  .          !
 1998.4!                        *+            !!          .  0.   .          !
 1999.1!                       +              !!          .   0   .          !
 1999.2!                      +    *          !!          .   .   0          !
 1999.3!                         *+           !!          .   0   .          !
 1999.4!                        +             !!          .   0   .          !
 2000.1!                      * +             !!          . 0 .   .          !
 2000.2!                      +     *         !!          .   .   .0         !
 2000.3!                           +   *      !!          .   .  0.          !
 2000.4!                            +*        !!          .   0   .          !
 2001.1!                        *  +          !!          .0  .   .          !
 2001.2!                       + *            !!          .   . 0 .          !
 2001.3!                         +*           !!          .   .0  .          !
 2001.4!                         +     *      !!          .   .   . 0        !
 2002.1!                          *  +        !!          . 0 .   .          !
 2002.2!                         +            !!          .   0   .          !
 2002.3!                         + *          !!          .   . 0 .          !
 2002.4!                         + *          !!          .   .0  .          !
 2003.1!                       *  +           !!          .0  .   .          !
 2003.2!                     *+               !!          .  0.   .          !
 2003.3!                     +                !!          .   0   .          !
 2003.4!                     +   *            !!          .   .  0.          !
 2004.1!                     *  +             !!          .0  .   .          !
 2004.2!                    *+                !!          .  0.   .          !
 2004.3!                    *+                !!          .  0.   .          !
 2004.4!                    +   *             !!          .   .  0.          !
 2005.1!                     * +              !!          . 0 .   .          !
 2005.2!                    *+                !!          .  0.   .          !
 2005.3!                    +  *              !!          .   . 0 .          !
 2005.4!                      +*              !!          .   0   .          !
 2006.1!                     * +              !!          .  0.   .          !
 2006.2!                     *+               !!          .   0   .          !
 2006.3!                      +               !!          .   0   .          !
 2006.4!                      + *             !!          .   . 0 .          !
 2007.1!                    *   +             !!          .0  .   .          !
 2007.2!                   * +                !!          .  0.   .          !
 2007.3!                    +   *             !!          .   .  0.          !
 2007.4!                      *+              !!          .  0.   .          !
 2008.1!                      +               !!          .   0   .          !
 2008.2!                    * +               !!          .  0.   .          !
 2008.3!                  *  +                !!          . 0 .   .          !
 2008.4!                   +                  !!          .   0   .          !
 2009.1!                    +                 !!          .   0   .          !
 2009.2!                     +*               !!          .   .0  .          !
 2009.3!                   *  +               !!          .0  .   .          !
 2009.4!                    +*                !!          .   .0  .          !
 2010.1!                 *   +                !!          0   .   .          !
 2010.2!                  +*                  !!          .   .0  .          !
 2010.3!                    +    *            !!          .   .   0          !
 2010.4!                  *     +             !!         0.   .   .          !
 2011.1!                   +   *              !!          .   .  0.          !
 2011.2!                     * +              !!          . 0 .   .          !
 2011.3!                     +   *            !!          .   .  0.          !
 2011.4!                    *   +             !!          .0  .   .          !
 2012.1!                *    +                !!          0   .   .          !
 2012.2!                * +                   !!          .  0.   .          !
 2012.3!                  +  *                !!          .   .  0.          !
 2012.4!                      + *             !!          .   . 0 .          !


     28.72 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEKO=GEPX$/KOPMM;                                                      
 GENR LAAGEKO=LOG(AAGEKO+.00001);                                             
 GENR LAGEKO=LOG(AGEKO+.00001);                                               
 LHS AAGEKO=EXP(LAAGEKO)-.00001;                                              
  EQ  747 LAAGEKO C LAGEKO(-1) PGEKO;                                         
EQUATION 706  LAAGEKO  
   RHS     C  LAGEKO(-1)  PGEKO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  706 PLOT=0;END;                                                     

Equation number =  706
**********************

Dependent variable = LAAGEKO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.241795243

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.678413621       0.141582552  -4.79165     1.000000
12527 LAGEKO  ( -1)       0.765548303       0.046116224  16.60041    -3.238357
12525 PGEKO   (  0)      -0.078748990       0.057881012  -1.36053     1.070018

SE of equation            =     0.158077093
Sum of squared residuals  =  4.62284795      -0.497868413E-11
Average absolute error    =     0.110946793
Sum of ABS residuals      =  20.8579972    
R squared                 =   0.64078
Durbin-Watson statistic   =   2.16465
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                          * +         !!         .  0 .    .         !
 1966.2!                *        +            !!   0     .    .    .         !
 1966.3!     *           +                    !0         .    .    .         !
 1966.4!         +  *                         !!         .    .    0         !
 1967.1!              +     *                 !!         .    .    . 0       !
 1967.2!                    +   *             !!         .    .    .0        !
 1967.3!                       +          *   !!         .    .    .        0!
 1967.4!                               +    * !!         .    .    . 0       !
 1968.1!                              * +     !!         . 0  .    .         !
 1968.2!                            +   *     !!         .    .    .0        !
 1968.3!                             +        *!         .    .    .     0   !
 1968.4!                           *      +   !!     0   .    .    .         !
 1969.1!                         +            !!         .   0.    .         !
 1969.2!                *      +              !!    0    .    .    .         !
 1969.3!                 +     *              !!         .    .    .  0      !
 1969.4!              *       +               !!    0    .    .    .         !
 1970.1!               +      *               !!         .    .    .  0      !
 1970.2!                    *+                !!         .  0 .    .         !
 1970.3!                   +                  !!         .   0.    .         !
 1970.4!                 * +                  !!         . 0  .    .         !
 1971.1!          *      +                    !!     0   .    .    .         !
 1971.2!            +        *                !!         .    .    .      0  !
 1971.3!         *          +                 !0         .    .    .         !
 1971.4!           +       *                  !!         .    .    .     0   !
 1972.1!          *        +                  !!  0      .    .    .         !
 1972.2!            +                         !!         .    .0   .         !
 1972.3!          *   +                       !!         0    .    .         !
 1972.4!        *   +                         !!         0    .    .         !
 1973.1*           +                          !0         .    .    .         !
 1973.2!   + *                                !!         .    .  0 .         !
 1973.3!       +*                             !!         .    .0   .         !
 1973.4!   *      +                           !!    0    .    .    .         !
 1974.1!    * +                               !!         .  0 .    .         !
 1974.2!   *   +                              !!        0.    .    .         !
 1974.3!  *   +                               !!         0    .    .         !
 1974.4!     +       *                        !!         .    .    .    0    !
 1975.1!             +*                       !!         .    0    .         !
 1975.2!           *  +                       !!         .0   .    .         !
 1975.3!            +*                        !!         .    .0   .         !
 1975.4!              +                       !!         .    0    .         !
 1976.1!         *    +                       !!       0 .    .    .         !
 1976.2!          *+                          !!         .    0    .         !
 1976.3!           *+                         !!         .   0.    .         !
 1976.4!            + *                       !!         .    . 0  .         !
 1977.1!        *     +                       !!      0  .    .    .         !
 1977.2!          +                           !!         .    .0   .         !
 1977.3!            +  *                      !!         .    .   0.         !
 1977.4!             * +                      !!         . 0  .    .         !
 1978.1!        *    +                        !!      0  .    .    .         !
 1978.2!         +*                           !!         .    .0   .         !
 1978.3!           +  *                       !!         .    .   0.         !
 1978.4!               +    *                 !!         .    .    . 0       !
 1979.1!                   +  *               !!         .    .  0 .         !
 1979.2!                    +    *            !!         .    .    .0        !
 1979.3!                     * +              !!         . 0  .    .         !
 1979.4!                    +                 !!         .    0    .         !
 1980.1!               *   +                  !!        0.    .    .         !
 1980.2!             * +                      !!         .  0 .    .         !
 1980.3!           *  +                       !!         .0   .    .         !
 1980.4!         *  +                         !!         .0   .    .         !
 1981.1!     *     +                          !!       0 .    .    .         !
 1981.2!      * +                             !!         .  0 .    .         !
 1981.3!         +*                           !!         .    . 0  .         !
 1981.4!            +    *                    !!         .    .    .0        !
 1982.1!              *  +                    !!         . 0  .    .         !
 1982.2!               +*                     !!         .    . 0  .         !
 1982.3!            *    +                    !!         0    .    .         !
 1982.4!            * +                       !!         .  0 .    .         !
 1983.1!             +    *                   !!         .    .    .0        !
 1983.2!                 *+                   !!         .   0.    .         !
 1983.3!                  + *                 !!         .    . 0  .         !
 1983.4!                   *+                 !!         .   0.    .         !
 1984.1!                   +*                 !!         .    .0   .         !
 1984.2!                    +                 !!         .    0    .         !
 1984.3!                    +                 !!         .    .0   .         !
 1984.4!                    +  *              !!         .    .   0.         !
 1985.1!                    * +               !!         . 0  .    .         !
 1985.2!                    +*                !!         .    . 0  .         !
 1985.3!                     +   *            !!         .    .    0         !
 1985.4!                     * +              !!         .  0 .    .         !
 1986.1!                   * +                !!         . 0  .    .         !
 1986.2!                  + *                 !!         .    . 0  .         !
 1986.3!                   +    *             !!         .    .    .0        !
 1986.4!                       +    *         !!         .    .    .0        !
 1987.1!                       * +            !!         . 0  .    .         !
 1987.2!                     +*               !!         .    0    .         !
 1987.3!                     +                !!         .    .0   .         !
 1987.4!                    +                 !!         .    0    .         !
 1988.1!                *   +                 !!         .0   .    .         !
 1988.2!                + *                   !!         .    .  0 .         !
 1988.3!                  +    *              !!         .    .    .0        !
 1988.4!                     +  *             !!         .    .  0 .         !
 1989.1!                      +*              !!         .    .0   .         !
 1989.2!                      +*              !!         .    . 0  .         !
 1989.3!                      +               !!         .   0.    .         !
 1989.4!                    + *               !!         .    . 0  .         !
 1990.1!                     +*               !!         .    . 0  .         !
 1990.2!                     +                !!         .    .0   .         !
 1990.3!                    +  *              !!         .    .    0         !
 1990.4!                      +               !!         .    .0   .         !
 1991.1!                 *   +                !!        0.    .    .         !
 1991.2!                +  *                  !!         .    .   0.         !
 1991.3!                   +  *               !!         .    .   0.         !
 1991.4!                    + *               !!         .    . 0  .         !
 1992.1!                  *  +                !!         . 0  .    .         !
 1992.2!                 +                    !!         .    0    .         !
 1992.3!                 +*                   !!         .    . 0  .         !
 1992.4!                 +    *               !!         .    .    .0        !
 1993.1!                    +*                !!         .    .0   .         !
 1993.2!                   *+                 !!         .   0.    .         !
 1993.3!                  +*                  !!         .    .0   .         !
 1993.4!                  +  *                !!         .    .   0.         !
 1994.1!                  * +                 !!         .  0 .    .         !
 1994.2!                 +     *              !!         .    .    .  0      !
 1994.3!                     +*               !!         .    .0   .         !
 1994.4!                    +   *             !!         .    .    0         !
 1995.1!                    * +               !!         .  0 .    .         !
 1995.2!                   + *                !!         .    . 0  .         !
 1995.3!                    +*                !!         .    .0   .         !
 1995.4!                   + *                !!         .    . 0  .         !
 1996.1!                    + *               !!         .    .  0 .         !
 1996.2!                     +*               !!         .    .0   .         !
 1996.3!                    +                 !!         .    0    .         !
 1996.4!                   +                  !!         .    .0   .         !
 1997.1!                  +                   !!         .    0    .         !
 1997.2!                  +                   !!         .    .0   .         !
 1997.3!                  + *                 !!         .    . 0  .         !
 1997.4!                  *+                  !!         .   0.    .         !
 1998.1!                *+                    !!         .  0 .    .         !
 1998.2!           *    +                     !!        0.    .    .         !
 1998.3!            +                         !!         .    .0   .         !
 1998.4!         *  +                         !!         0    .    .         !
 1999.1!         *+                           !!         .  0 .    .         !
 1999.2!          + *                         !!         .    . 0  .         !
 1999.3!             +*                       !!         .    . 0  .         !
 1999.4!              +                       !!         .   0.    .         !
 2000.1!              +                       !!         .   0.    .         !
 2000.2!            * +                       !!         .  0 .    .         !
 2000.3!             + *                      !!         .    . 0  .         !
 2000.4!               + *                    !!         .    . 0  .         !
 2001.1!               * +                    !!         .  0 .    .         !
 2001.2!                + *                   !!         .    .  0 .         !
 2001.3!               *  +                   !!         .0   .    .         !
 2001.4!              *+                      !!         .   0.    .         !
 2002.1!               +                      !!         .    0    .         !
 2002.2!               +                      !!         .    0    .         !
 2002.3!               +                      !!         .    0    .         !
 2002.4!                +*                    !!         .    . 0  .         !
 2003.1!                 +                    !!         .    0    .         !
 2003.2!                +*                    !!         .    .0   .         !
 2003.3!                 +                    !!         .    0    .         !
 2003.4!               *+                     !!         .  0 .    .         !
 2004.1!               + *                    !!         .    .  0 .         !
 2004.2!                 +                    !!         .    0    .         !
 2004.3!                +*                    !!         .    .0   .         !
 2004.4!               * +                    !!         .  0 .    .         !
 2005.1!               +                      !!         .    0    .         !
 2005.2!               +*                     !!         .    0    .         !
 2005.3!                + *                   !!         .    .  0 .         !
 2005.4!                  +                   !!         .    .0   .         !
 2006.1!                 *+                   !!         .   0.    .         !
 2006.2!                +                     !!         .    0    .         !
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 2006.4!                 +*                   !!         .    . 0  .         !
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 2007.2!               *+                     !!         .  0 .    .         !
 2007.3!               +*                     !!         .    .0   .         !
 2007.4!                +*                    !!         .    . 0  .         !
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 2008.2!              *+                      !!         .  0 .    .         !
 2008.3!             *+                       !!         .   0.    .         !
 2008.4!              +                       !!         .    0    .         !
 2009.1!              +                       !!         .   0.    .         !
 2009.2!              +*                      !!         .    .0   .         !
 2009.3!               + *                    !!         .    . 0  .         !
 2009.4!                + *                   !!         .    .  0 .         !
 2010.1!            *     +                   !!       0 .    .    .         !
 2010.2!            *+                        !!         .   0.    .         !
 2010.3!             +                        !!         .    0    .         !
 2010.4!             *+                       !!         .   0.    .         !
 2011.1!             *+                       !!         .   0.    .         !
 2011.2!              +                       !!         .    0    .         !
 2011.3!             *+                       !!         .  0 .    .         !
 2011.4!             +*                       !!         .    .0   .         !
 2012.1!               +                      !!         .    0    .         !
 2012.2!              *+                      !!         .   0.    .         !
 2012.3!               +                      !!         .    0    .         !
 2012.4!               +*                     !!         .    .0   .         !


     25.00 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITKO=ITPX$/KOPMM;                                                      
 GENR LAAITKO=LOG(AAITKO+.00001);                                             
 GENR LAITKO=LOG(AITKO+.00001);                                               
 LHS AAITKO=EXP(LAAITKO)-.00001;                                              
  EQ  748 LAAITKO C LAITKO(-1) PITKO;                                         
EQUATION 707  LAAITKO  
   RHS     C  LAITKO(-1)  PITKO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  707 PLOT=0;END;                                                     

Equation number =  707
**********************

Dependent variable = LAAITKO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.383967835

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.990041824       0.222687818  -4.44587     1.000000
12530 LAITKO  ( -1)       0.762368399       0.047378133  16.09114    -4.385943
12528 PITKO   (  0)      -0.053400482       0.106989276  -0.49912     0.940470

SE of equation            =     0.342170779
Sum of squared residuals  =  21.6599557      -0.128785871E-12
Average absolute error    =     0.216177837
Sum of ABS residuals      =  40.6414333    
R squared                 =   0.58768
Durbin-Watson statistic   =   2.45184
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!             +                 *      !!           .  .  .         0 !
 1966.2!                         *  +         !!           0  .  .           !
 1966.3!                       +            * !!           .  .  .      0    !
 1966.4!                          *     +     !!         0 .  .  .           !
 1967.1!         *              +             !!  0        .  .  .           !
 1967.2!         * +                          !!           .0 .  .           !
 1967.3!        *  +                          !!           .0 .  .           !
 1967.4!           +          *               !!           .  .  .    0      !
 1968.1!                  *  +                !!           0  .  .           !
 1968.2!                  +                   *!           .  .  .           0
 1968.3!                  *              +    !!   0       .  .  .           !
 1968.4!                  +           *       !!           .  .  .    0      !
 1969.1!                      *    +          !!          0.  .  .           !
 1969.2!                      +    *          !!           .  .  .0          !
 1969.3!                         +    *       !!           .  .  .0          !
 1969.4!                  *        +          !!       0   .  .  .           !
 1970.1!               *  +                   !!           .0 .  .           !
 1970.2!            *   +                     !!           0  .  .           !
 1970.3!              +  *                    !!           .  . 0.           !
 1970.4!                 +*                   !!           .  .0 .           !
 1971.1!                  +        *          !!           .  .  .  0        !
 1971.2!               *         +            !!       0   .  .  .           !
 1971.3!                +   *                 !!           .  .  0           !
 1971.4!                  * +                 !!           . 0.  .           !
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 1972.3!          *+                          !!           .  0  .           !
 1972.4!       *    +                         !!          0.  .  .           !
 1973.1*          +                           !!      0    .  .  .           !
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 1976.3!        *     +                       !!         0 .  .  .           !
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 1977.1!*          +                          !!      0    .  .  .           !
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 1979.3!              *    +                  !!           0  .  .           !
 1979.4!               +                      !!           .  0  .           !
 1980.1!            *   +                     !!           0  .  .           !
 1980.2!             +*                       !!           .  .0 .           !
 1980.3!     *         +                      !!      0    .  .  .           !
 1980.4!        + *                           !!           .  . 0.           !
 1981.1!        *   +                         !!           0  .  .           !
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 1981.3!         *  +                         !!           .0 .  .           !
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 1982.3!         *   +                        !!           0  .  .           !
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 1983.1!            +    *                    !!           .  .  .0          !
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 1985.3!                  +     *             !!           .  .  . 0         !
 1985.4!                      *+              !!           . 0.  .           !
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 1986.3!                   +                  !!           .  0  .           !
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 1989.3!                        *+            !!           . 0.  .           !
 1989.4!                       +*             !!           .  .0 .           !
 1990.1!                      +*              !!           .  0  .           !
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 1990.3!                        +   *         !!           .  .  0           !
 1990.4!                         +*           !!           .  0  .           !
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 1991.3!                       *+             !!           . 0.  .           !
 1991.4!                      +   *           !!           .  .  0           !
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 1992.2!                       +              !!           .  .0 .           !
 1992.3!                      + *             !!           .  .0 .           !
 1992.4!                      + *             !!           .  .0 .           !
 1993.1!                       +   *          !!           .  .  0           !
 1993.2!                         +            !!           .  0  .           !
 1993.3!                        +*            !!           .  .0 .           !
 1993.4!                       + *            !!           .  .0 .           !
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 1994.4!                        + *           !!           .  .0 .           !
 1995.1!                        +    *        !!           .  .  0           !
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 1995.4!                        +  *          !!           .  . 0.           !
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 1996.2!                         + *          !!           .  . 0.           !
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 1996.4!                         + *          !!           .  . 0.           !
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 1997.2!                        +*            !!           .  .0 .           !
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 1998.1!                    * +               !!           .0 .  .           !
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 1999.4!                  + *                 !!           .  . 0.           !
 2000.1!                    +*                !!           .  .0 .           !
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 2000.3!                    +                 !!           .  .0 .           !
 2000.4!                    +                 !!           .  0  .           !
 2001.1!                   +   *              !!           .  .  0           !
 2001.2!                      +*              !!           .  .0 .           !
 2001.3!                     *+               !!           .  0  .           !
 2001.4!                    + *               !!           .  .0 .           !
 2002.1!                     +  *             !!           .  . 0.           !
 2002.2!                      +*              !!           .  .0 .           !
 2002.3!                      +               !!           .  0  .           !
 2002.4!                     +                !!           .  .0 .           !
 2003.1!                    +*                !!           .  .0 .           !
 2003.2!                    +                 !!           .  0  .           !
 2003.3!                    +                 !!           .  0  .           !
 2003.4!                   +                  !!           .  0  .           !
 2004.1!                 * +                  !!           . 0.  .           !
 2004.2!                 +                    !!           .  0  .           !
 2004.3!                *+                    !!           . 0.  .           !
 2004.4!                +*                    !!           .  0  .           !
 2005.1!                *+                    !!           . 0.  .           !
 2005.2!                +*                    !!           .  .0 .           !
 2005.3!                 +                    !!           .  0  .           !
 2005.4!               * +                    !!           . 0.  .           !
 2006.1!                +*                    !!           .  .0 .           !
 2006.2!                *+                    !!           . 0.  .           !
 2006.3!              *  +                    !!           .0 .  .           !
 2006.4!              *+                      !!           . 0.  .           !
 2007.1!              + *                     !!           .  .0 .           !
 2007.2!                +                     !!           .  0  .           !
 2007.3!               *+                     !!           . 0.  .           !
 2007.4!               +                      !!           .  0  .           !
 2008.1!               +*                     !!           .  0  .           !
 2008.2!              * +                     !!           . 0.  .           !
 2008.3!            *  +                      !!           .0 .  .           !
 2008.4!             +*                       !!           .  0  .           !
 2009.1!              +                       !!           .  0  .           !
 2009.2!               +*                     !!           .  .0 .           !
 2009.3!             *  +                     !!           .0 .  .           !
 2009.4!             *+                       !!           . 0.  .           !
 2010.1!             *+                       !!           .  0  .           !
 2010.2!             *+                       !!           . 0.  .           !
 2010.3!            * +                       !!           .0 .  .           !
 2010.4!           * +                        !!           . 0.  .           !
 2011.1!             +                        !!           .  0  .           !
 2011.2!              +                       !!           .  0  .           !
 2011.3!               +                      !!           .  0  .           !
 2011.4!                +                     !!           .  0  .           !
 2012.1!                +                     !!           .  0  .           !
 2012.2!                +                     !!           .  0  .           !
 2012.3!                 +                    !!           .  0  .           !
 2012.4!                 +                    !!           .  0  .           !


     17.02 percent of the residuals exceed 1 SE
      7.45 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEKO=NEPX$/KOPMM;                                                      
 GENR LAANEKO=LOG(AANEKO+.00001);                                             
 GENR LANEKO=LOG(ANEKO+.00001);                                               
 LHS AANEKO=EXP(LAANEKO)-.00001;                                              
  EQ  749 LAANEKO C LANEKO(-1) PNEKO;                                         
EQUATION 708  LAANEKO  
   RHS     C  LANEKO(-1)  PNEKO  
 SMPL 1970.1 2012.4;                                                          
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
 OLS;EST  708 PLOT=0;END;                                                     

Equation number =  708
**********************

Dependent variable = LAANEKO 

 1970.1 -   2012.4,    0 missing obs.,  172 obs. used.

Mean of dependent variable       -5.171527006

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.649413089       0.245201949  -2.64848     1.000000
12533 LANEKO  ( -1)       0.860519723       0.041079682  20.94757    -5.177933
12531 PNEKO   (  0)      -0.053921757       0.177092153  -0.30448     1.231425

SE of equation            =     0.359198482
Sum of squared residuals  =  21.8049799       0.154667390E-10
Average absolute error    =     0.246532871
Sum of ABS residuals      =  42.4036539    
R squared                 =   0.75098
Durbin-Watson statistic   =   2.69630
SMPL and No. Obs.         = 1970.1   2012.4    172

Plot of actual(*) and fitted(+) values and residuals(0)


 1970.1!                +               *     !!           .  .  .      0    !
 1970.2!            *                  +      !!  0        .  .  .           !
 1970.3!            * +                       !!           .0 .  .           !
 1970.4!              +                       !!           .  0  .           !
 1971.1!          *     +                     !!           0  .  .           !
 1971.2!             +      *                 !!           .  .  . 0         !
 1971.3!         *           +                !!       0   .  .  .           !
 1971.4!          * +                         !!           . 0.  .           !
 1972.1!            +                    *    !!           .  .  .         0 !
 1972.2!        *                       +     !0           .  .  .           !
 1972.3!        *  +                          !!           .0 .  .           !
 1972.4!        * +                           !!           .0 .  .           !
 1973.1*          +                           !!       0   .  .  .           !
 1973.2!   +    *                             !!           .  .  0           !
 1973.3!       *  +                           !!           .0 .  .           !
 1973.4!    *    +                            !!           0  .  .           !
 1974.1!       + *                            !!           .  . 0.           !
 1974.2!       *    +                         !!           0  .  .           !
 1974.3! *        +                           !!         0 .  .  .           !
 1974.4! *  +                                 !!           .0 .  .           !
 1975.1!    +*                                !!           .  .0 .           !
 1975.2! *     +                              !!          0.  .  .           !
 1975.3!*   +                                 !!           .0 .  .           !
 1975.4!    +      *                          !!           .  .  .0          !
 1976.1!     *       +                        !!         0 .  .  .           !
 1976.2!        +   *                         !!           .  . 0.           !
 1976.3!        *    +                        !!           0  .  .           !
 1976.4!          + *                         !!           .  .0 .           !
 1977.1!         *   +                        !!           0  .  .           !
 1977.2!      *    +                          !!           0  .  .           !
 1977.3!        +*                            !!           .  0  .           !
 1977.4!           +*                         !!           .  .0 .           !
 1978.1*             +                        !!     0     .  .  .           !
 1978.2!   + *                                !!           .  .0 .           !
 1978.3!    *  +                              !!           .0 .  .           !
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 1979.4!       +     *                        !!           .  .  0           !
 1980.1!          *   +                       !!           .0 .  .           !
 1980.2!            +    *                    !!           .  .  0           !
 1980.3!                  +*                  !!           .  .0 .           !
 1980.4!            *      +                  !!         0 .  .  .           !
 1981.1!             +                        !!           . 0.  .           !
 1981.2!              +   *                   !!           .  .  0           !
 1981.3!                   +*                 !!           .  0  .           !
 1981.4!               *    +                 !!           0  .  .           !
 1982.1!               *+                     !!           . 0.  .           !
 1982.2!                +       *             !!           .  .  . 0         !
 1982.3!                    *   +             !!           .0 .  .           !
 1982.4!                     +     *          !!           .  .  .0          !
 1983.1!                         *+           !!           . 0.  .           !
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 1983.3!                         *   +        !!           .0 .  .           !
 1983.4!                          +    *      !!           .  .  0           !
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 1984.4!                               + *    !!           .  .0 .           !
 1985.1!                           *    +     !!           0  .  .           !
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 1985.3!                            *   +     !!           .0 .  .           !
 1985.4!                            +  *      !!           .  . 0.           !
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 1986.2!                     *    +           !!           0  .  .           !
 1986.3!                     +   *            !!           .  . 0.           !
 1986.4!                         +   *        !!           .  .  0           !
 1987.1!                        *    +        !!           0  .  .           !
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 1987.3!                           +*         !!           .  0  .           !
 1987.4!                           +*         !!           .  .0 .           !
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 1988.2!                                  +  *!!           .  . 0.           !
 1988.3!                            *      +  !!          0.  .  .           !
 1988.4!                           *+         !!           . 0.  .           !
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 1989.2!                         +*           !!           .  0  .           !
 1989.3!                        * +           !!           . 0.  .           !
 1989.4!                        +*            !!           .  0  .           !
 1990.1!                        *+            !!           . 0.  .           !
 1990.2!                        +*            !!           .  .0 .           !
 1990.3!                         + *          !!           .  . 0.           !
 1990.4!                           +          !!           .  0  .           !
 1991.1!                           +          !!           .  0  .           !
 1991.2!                          +           !!           .  0  .           !
 1991.3!                          +           !!           .  0  .           !
 1991.4!                         +  *         !!           .  .0 .           !
 1992.1!                         * +          !!           .0 .  .           !
 1992.2!                         +       *    !!           .  .  . 0         !
 1992.3!                           *    +     !!           0  .  .           !
 1992.4!                         *+           !!           . 0.  .           !
 1993.1!                         +            *!           .  .  .    0      !
 1993.2!                         *          + !!       0   .  .  .           !
 1993.3!                         +*           !!           .  .0 .           !
 1993.4!                          +  *        !!           .  . 0.           !
 1994.1!                          * +         !!           . 0.  .           !
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 1994.3!                           *  +       !!           .0 .  .           !
 1994.4!                           +  *       !!           .  . 0.           !
 1995.1!                             *+       !!           . 0.  .           !
 1995.2!                          * +         !!           . 0.  .           !
 1995.3!                          +           !!           .  0  .           !
 1995.4!                        * +           !!           . 0.  .           !
 1996.1!                        +   *         !!           .  . 0.           !
 1996.2!                         * +          !!           . 0.  .           !
 1996.3!                         + *          !!           .  .0 .           !
 1996.4!                           +*         !!           .  .0 .           !
 1997.1!                            +*        !!           .  .0 .           !
 1997.2!                            +         !!           .  0  .           !
 1997.3!                            + *       !!           .  . 0.           !
 1997.4!                             +  *     !!           .  . 0.           !
 1998.1!                            *  +      !!           .0 .  .           !
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 1998.3!                             *+       !!           . 0.  .           !
 1998.4!                            +*        !!           .  .0 .           !
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 1999.2!                            + *       !!           .  .0 .           !
 1999.3!                             +  *     !!           .  . 0.           !
 1999.4!                               +   *  !!           .  .  0           !
 2000.1!                              *   +   !!           0  .  .           !
 2000.2!                             +    *   !!           .  .  0           !
 2000.3!                             *   +    !!           0  .  .           !
 2000.4!                            +  *      !!           .  . 0.           !
 2001.1!                              +  *    !!           .  . 0.           !
 2001.2!                              * +     !!           . 0.  .           !
 2001.3!                             +*       !!           .  .0 .           !
 2001.4!                              +       !!           .  0  .           !
 2002.1!                             +  *     !!           .  . 0.           !
 2002.2!                               +*     !!           .  .0 .           !
 2002.3!                               +      !!           .  0  .           !
 2002.4!                               + *    !!           .  . 0.           !
 2003.1!                                + *   !!           .  .0 .           !
 2003.2!                              *  +    !!           .0 .  .           !
 2003.3!                             +*       !!           .  .0 .           !
 2003.4!                             +  *     !!           .  . 0.           !
 2004.1!                               +      !!           .  0  .           !
 2004.2!                              + *     !!           .  .0 .           !
 2004.3!                               +*     !!           .  .0 .           !
 2004.4!                               +      !!           .  0  .           !
 2005.1!                              +      *!!           .  .  .0          !
 2005.2!                                   + *!!           .  .0 .           !
 2005.3!                                 * +  !!           . 0.  .           !
 2005.4!                                +*    !!           .  .0 .           !
 2006.1!                                +*    !!           .  .0 .           !
 2006.2!                                +  *  !!           .  . 0.           !
 2006.3!                                  +  *!!           .  . 0.           !
 2006.4!                                   +* !!           .  .0 .           !
 2007.1!                                  + * !!           .  .0 .           !
 2007.2!                                   +  !!           .  0  .           !
 2007.3!                                 *+   !!           . 0.  .           !
 2007.4!                                +  *  !!           .  . 0.           !
 2008.1!                                  +   !!           .  0  .           !
 2008.2!                                +*    !!           .  .0 .           !
 2008.3!                                +     !!           .  0  .           !
 2008.4!                           *   +      !!           0  .  .           !
 2009.1!                          +           !!           .  0  .           !
 2009.2!                          +       *   !!           .  .  . 0         !
 2009.3!                                *+    !!           .  0  .           !
 2009.4!                            *  +      !!           .0 .  .           !
 2010.1!                           +       *  !!           .  .  . 0         !
 2010.2!                                  +   !!           .  0  .           !
 2010.3!                                 +    !!           .  0  .           !
 2010.4!                                +     *!           .  .  .0          !
 2011.1!                                  * + !!           . 0.  .           !
 2011.2!                                 + *  !!           .  .0 .           !
 2011.3!                                  + * !!           .  .0 .           !
 2011.4!                                  +*  !!           .  .0 .           !
 2012.1!                                  +  *!!           .  . 0.           !
 2012.2!                                  *+  !!           .  0  .           !
 2012.3!                                *+    !!           . 0.  .           !
 2012.4!                              *+      !!           . 0.  .           !


     21.51 percent of the residuals exceed 1 SE
      5.23 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTKO=STPX$/KOPMM;                                                      
 GENR LAASTKO=LOG(AASTKO+.00001);                                             
 GENR LASTKO=LOG(ASTKO+.00001);                                               
 LHS AASTKO=EXP(LAASTKO)-.00001;                                              
  EQ  750 LAASTKO C LASTKO(-1) PSTKO;                                         
EQUATION 709  LAASTKO  
   RHS     C  LASTKO(-1)  PSTKO  
 SMPL 1968.2 2012.4;                                                          
Sample period is now  1968.2 to  2012.4 Internally:    66 to   244
 OLS;EST  709 PLOT=0;END;                                                     

Equation number =  709
**********************

Dependent variable = LAASTKO 

 1968.2 -   2012.4,    0 missing obs.,  179 obs. used.

Mean of dependent variable       -5.053266907

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.849238494       0.276111872  -6.69742     1.000000
12536 LASTKO  ( -1)       0.595085721       0.060703817   9.80310    -5.048359
12534 PSTKO   (  0)      -0.199528914       0.067323594  -2.96373     1.001469

SE of equation            =     0.204995632
Sum of squared residuals  =  7.39608479      -0.621831475E-10
Average absolute error    =     0.144057982
Sum of ABS residuals      =  25.7863787    
R squared                 =   0.52388
Durbin-Watson statistic   =   2.31141
SMPL and No. Obs.         = 1968.2   2012.4    179

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.2!                                +     *!           .  .  .0          !
 1968.3!                  *             +     !!     0     .  .  .           !
 1968.4!                    +           *     !!           .  .  .   0       !
 1969.1!                            +*        !!           .  .0 .           !
 1969.2!                        *  +          !!           .0 .  .           !
 1969.3!                        +             !!           .  0  .           !
 1969.4!                       *+             !!           . 0.  .           !
 1970.1!                       +            * !!           .  .  .    0      !
 1970.2!                               +    * !!           .  .  0           !
 1970.3!                         *     +      !!          0.  .  .           !
 1970.4!                        +             *!           .  .  .     0     !
 1971.1!                      *         +     !!        0  .  .  .           !
 1971.2!                     *+               !!           . 0.  .           !
 1971.3!                     +       *        !!           .  .  . 0         !
 1971.4!                          +  *        !!           .  . 0.           !
 1972.1!                          +           !!           .  0  .           !
 1972.2!                        +  *          !!           .  .0 .           !
 1972.3!                *        +            !!        0  .  .  .           !
 1972.4!                  +     *             !!           .  .  .0          !
 1973.1*                       +              !0           .  .  .           !
 1973.2!       +      *                       !!           .  .  .0          !
 1973.3!                +     *               !!           .  .  .0          !
 1973.4!              *      +                !!         0 .  .  .           !
 1974.1!               *+                     !!           . 0.  .           !
 1974.2!             *   +                    !!           0  .  .           !
 1974.3!            *   +                     !!           .0 .  .           !
 1974.4!          *    +                      !!           0  .  .           !
 1975.1!           * +                        !!           .0 .  .           !
 1975.2!   *          +                       !!       0   .  .  .           !
 1975.3!         +  *                         !!           .  .0 .           !
 1975.4!              + *                     !!           .  .0 .           !
 1976.1!          *      +                    !!          0.  .  .           !
 1976.2!             +*                       !!           .  .0 .           !
 1976.3!                +*                    !!           .  .0 .           !
 1976.4!             *    +                   !!           0  .  .           !
 1977.1!         *      +                     !!          0.  .  .           !
 1977.2!            +  *                      !!           .  . 0.           !
 1977.3!                +      *              !!           .  .  .0          !
 1977.4!                     +          *     !!           .  .  .   0       !
 1978.1!                  *      +            !!          0.  .  .           !
 1978.2!                  +                   !!           .  0  .           !
 1978.3!                 + *                  !!           .  .0 .           !
 1978.4!                  +         *         !!           .  .  .  0        !
 1979.1!                       +      *       !!           .  .  .0          !
 1979.2!                         +   *        !!           .  . 0.           !
 1979.3!                        +             *!           .  .  .    0      !
 1979.4!                             + *      !!           .  .0 .           !
 1980.1!                  *      +            !!         0 .  .  .           !
 1980.2!              *   +                   !!           .0 .  .           !
 1980.3!          *    +                      !!           0  .  .           !
 1980.4!        *    +                        !!           0  .  .           !
 1981.1!          * +                         !!           . 0.  .           !
 1981.2!    *         +                       !!        0  .  .  .           !
 1981.3!  *        +                          !!         0 .  .  .           !
 1981.4!         +  *                         !!           .  . 0.           !
 1982.1!       *      +                       !!          0.  .  .           !
 1982.2!            +  *                      !!           .  . 0.           !
 1982.3!            *    +                    !!           0  .  .           !
 1982.4!              *+                      !!           . 0.  .           !
 1983.1!                +*                    !!           .  0  .           !
 1983.2!                  + *                 !!           .  .0 .           !
 1983.3!                    +  *              !!           .  . 0.           !
 1983.4!                    * +               !!           .0 .  .           !
 1984.1!                     + *              !!           .  . 0.           !
 1984.2!                  *   +               !!           .0 .  .           !
 1984.3!               *    +                 !!           0  .  .           !
 1984.4!                  +     *             !!           .  .  .0          !
 1985.1!                        +  *          !!           .  . 0.           !
 1985.2!                       * +            !!           . 0.  .           !
 1985.3!                      + *             !!           .  .0 .           !
 1985.4!                       +              !!           .  0  .           !
 1986.1!                 *    +               !!           0  .  .           !
 1986.2!                  +    *              !!           .  .  0           !
 1986.3!                     +                !!           .  0  .           !
 1986.4!                    +     *           !!           .  .  .0          !
 1987.1!                       + *            !!           .  .0 .           !
 1987.2!                  *   +               !!           .0 .  .           !
 1987.3!                   +                  !!           .  0  .           !
 1987.4!                   +     *            !!           .  .  .0          !
 1988.1!                 *    +               !!           0  .  .           !
 1988.2!                 +     *              !!           .  .  .0          !
 1988.3!                      +               !!           .  0  .           !
 1988.4!                    +    *            !!           .  .  0           !
 1989.1!                      +*              !!           .  0  .           !
 1989.2!                      +     *         !!           .  .  .0          !
 1989.3!                  *     +             !!          0.  .  .           !
 1989.4!                  +          *        !!           .  .  .   0       !
 1990.1!                      * +             !!           . 0.  .           !
 1990.2!                   +  *               !!           .  . 0.           !
 1990.3!                    + *               !!           .  . 0.           !
 1990.4!                    +        *        !!           .  .  . 0         !
 1991.1!              *         +             !!       0   .  .  .           !
 1991.2!               +    *                 !!           .  .  .0          !
 1991.3!                 * +                  !!           . 0.  .           !
 1991.4!                 +         *          !!           .  .  .  0        !
 1992.1!                     * +              !!           . 0.  .           !
 1992.2!                   + *                !!           .  .0 .           !
 1992.3!                   +   *              !!           .  .  0           !
 1992.4!                    +                 !!           .  0  .           !
 1993.1!                  *+                  !!           .  0  .           !
 1993.2!               *  +                   !!           .0 .  .           !
 1993.3!               +                      !!           .  0  .           !
 1993.4!               +   *                  !!           .  . 0.           !
 1994.1!                 +      *             !!           .  .  .0          !
 1994.2!                    +  *              !!           .  . 0.           !
 1994.3!                    +*                !!           .  0  .           !
 1994.4!                   + *                !!           .  . 0.           !
 1995.1!                   +*                 !!           .  .0 .           !
 1995.2!                 *+                   !!           .  0  .           !
 1995.3!                +*                    !!           .  .0 .           !
 1995.4!                +     *               !!           .  .  0           !
 1996.1!                   + *                !!           .  .0 .           !
 1996.2!                  +  *                !!           .  . 0.           !
 1996.3!                   +*                 !!           .  .0 .           !
 1996.4!                  +*                  !!           .  .0 .           !
 1997.1!                  +    *              !!           .  .  0           !
 1997.2!                    +                 !!           .  0  .           !
 1997.3!                  +                   !!           .  0  .           !
 1997.4!                *+                    !!           . 0.  .           !
 1998.1!         *     +                      !!          0.  .  .           !
 1998.2!      *    +                          !!           0  .  .           !
 1998.3!         + *                          !!           .  .0 .           !
 1998.4!        *  +                          !!           .0 .  .           !
 1999.1!   *      +                           !!          0.  .  .           !
 1999.2!       +                              !!           .  0  .           !
 1999.3!          +                           !!           .  0  .           !
 1999.4!            + *                       !!           .  .0 .           !
 2000.1!             * +                      !!           . 0.  .           !
 2000.2!            *  +                      !!           .0 .  .           !
 2000.3!             *+                       !!           . 0.  .           !
 2000.4!              +                       !!           .  0  .           !
 2001.1!              *+                      !!           . 0.  .           !
 2001.2!               +*                     !!           .  .0 .           !
 2001.3!             *  +                     !!           .0 .  .           !
 2001.4!             *+                       !!           . 0.  .           !
 2002.1!              +*                      !!           .  .0 .           !
 2002.2!               +                      !!           .  0  .           !
 2002.3!             * +                      !!           . 0.  .           !
 2002.4!             *+                       !!           .  0  .           !
 2003.1!            * +                       !!           . 0.  .           !
 2003.2!             +                        !!           .  0  .           !
 2003.3!            *+                        !!           . 0.  .           !
 2003.4!           * +                        !!           . 0.  .           !
 2004.1!            +*                        !!           .  .0 .           !
 2004.2!            *+                        !!           . 0.  .           !
 2004.3!            *+                        !!           . 0.  .           !
 2004.4!             +                        !!           .  0  .           !
 2005.1!          *  +                        !!           .0 .  .           !
 2005.2!          *+                          !!           . 0.  .           !
 2005.3!         *  +                         !!           .0 .  .           !
 2005.4!          * +                         !!           . 0.  .           !
 2006.1!            +*                        !!           .  .0 .           !
 2006.2!             +                        !!           .  0  .           !
 2006.3!           *  +                       !!           .0 .  .           !
 2006.4!             +                        !!           .  0  .           !
 2007.1!             +                        !!           .  0  .           !
 2007.2!            *+                        !!           . 0.  .           !
 2007.3!            *+                        !!           . 0.  .           !
 2007.4!            *+                        !!           .  0  .           !
 2008.1!          *  +                        !!           .0 .  .           !
 2008.2!           + *                        !!           .  .0 .           !
 2008.3!          *  +                        !!           .0 .  .           !
 2008.4!          * +                         !!           . 0.  .           !
 2009.1!           +*                         !!           .  .0 .           !
 2009.2!            +                         !!           .  0  .           !
 2009.3!            +*                        !!           .  .0 .           !
 2009.4!             +*                       !!           .  .0 .           !
 2010.1!          *  +                        !!           .0 .  .           !
 2010.2!           +  *                       !!           .  .0 .           !
 2010.3!             +*                       !!           .  .0 .           !
 2010.4!            * +                       !!           . 0.  .           !
 2011.1!             +                        !!           .  0  .           !
 2011.2!             +                        !!           .  0  .           !
 2011.3!            +*                        !!           .  0  .           !
 2011.4!             +*                       !!           .  .0 .           !
 2012.1!           * +                        !!           . 0.  .           !
 2012.2!            +                         !!           .  0  .           !
 2012.3!            + *                       !!           .  .0 .           !
 2012.4!             +  *                     !!           .  .0 .           !


     27.37 percent of the residuals exceed 1 SE
      5.59 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKKO=UKPX$/KOPMM;                                                      
 GENR LAAUKKO=LOG(AAUKKO+.00001);                                             
 GENR LAUKKO=LOG(AUKKO+.00001);                                               
 LHS AAUKKO=EXP(LAAUKKO)-.00001;                                              
  EQ  751 LAAUKKO C LAUKKO(-1) PUKKO;                                         
EQUATION 710  LAAUKKO  
   RHS     C  LAUKKO(-1)  PUKKO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  710 PLOT=0;END;                                                     

Equation number =  710
**********************

Dependent variable = LAAUKKO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.153596939

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.136837742       0.209969228  -5.41431     1.000000
12539 LAUKKO  ( -1)       0.679130988       0.048192333  14.09210    -4.162508
12537 PUKKO   (  0)      -0.180726562       0.092001334  -1.96439     1.050598

SE of equation            =     0.262087320
Sum of squared residuals  =  12.7076063       0.138857814E-10
Average absolute error    =     0.184970597
Sum of ABS residuals      =  34.7744722    
R squared                 =   0.53836
Durbin-Watson statistic   =   2.32604
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1! *    +                               !!         0.   .   .          !
 1966.2*        +                             !!    0     .   .   .          !
 1966.3!      *+                              !!          .  0.   .          !
 1966.4!      *     +                         !!       0  .   .   .          !
 1967.1!      *     +                         !!       0  .   .   .          !
 1967.2!            +        *                !!          .   .   .      0   !
 1967.3!               *      +               !!     0    .   .   .          !
 1967.4!        *         +                   !!  0       .   .   .          !
 1968.1!             +  *                     !!          .   .  0.          !
 1968.2!                   +   *              !!          .   .   .0         !
 1968.3!                        +  *          !!          .   .   0          !
 1968.4!                       *  +           !!          .0  .   .          !
 1969.1!                      * +             !!          . 0 .   .          !
 1969.2!                       + *            !!          .   .  0.          !
 1969.3!                        *+            !!          .  0.   .          !
 1969.4!                        +*            !!          .   0   .          !
 1970.1!                         +       *    !!          .   .   .     0    !
 1970.2!                       *      +       !!      0   .   .   .          !
 1970.3!               *        +             !!    0     .   .   .          !
 1970.4!                  +     *             !!          .   .   .  0       !
 1971.1!                        +          *  !!          .   .   .        0 !
 1971.2!                    *          +      !! 0        .   .   .          !
 1971.3!                     +          *     !!          .   .   .        0 !
 1971.4!                             +        *!          .   .   .     0    !
 1972.1!                                 +    *!          .   .   .0         !
 1972.2!                                 +  * !!          .   .  0.          !
 1972.3!                        *       +     !!     0    .   .   .          !
 1972.4!                        +       *     !!          .   .   .    0     !
 1973.1!                *            +        !0          .   .   .          !
 1973.2!                  +    *              !!          .   .   . 0        !
 1973.3!                       +              !!          .   0   .          !
 1973.4!                    *  +              !!          0   .   .          !
 1974.1!                     +                !!          .   .0  .          !
 1974.2!                      +     *         !!          .   .   .  0       !
 1974.3!                         *+           !!          . 0 .   .          !
 1974.4!                    *   +             !!         0.   .   .          !
 1975.1!                  * +                 !!          .0  .   .          !
 1975.2!                   +       *          !!          .   .   .    0     !
 1975.3!                          +     *     !!          .   .   .   0      !
 1975.4!                         *   +        !!         0.   .   .          !
 1976.1!                        +   *         !!          .   .   .0         !
 1976.2!                        * +           !!          . 0 .   .          !
 1976.3!                       *+             !!          .   0   .          !
 1976.4!                       + *            !!          .   . 0 .          !
 1977.1!                      *  +            !!          .0  .   .          !
 1977.2!                  *   +               !!         0.   .   .          !
 1977.3!                   +                  !!          .   .0  .          !
 1977.4!                    +                 !!          .   0   .          !
 1978.1!                  * +                 !!          .0  .   .          !
 1978.2!                   +     *            !!          .   .   .  0       !
 1978.3!                        +  *          !!          .   .   0          !
 1978.4!                         *+           !!          .   0   .          !
 1979.1!                        +*            !!          .   .0  .          !
 1979.2!                        +   *         !!          .   .   .0         !
 1979.3!                        * +           !!          .0  .   .          !
 1979.4!                       +*             !!          .   .0  .          !
 1980.1!                 *    +               !!        0 .   .   .          !
 1980.2!                * +                   !!          . 0 .   .          !
 1980.3!               * +                    !!          . 0 .   .          !
 1980.4!                + *                   !!          .   .  0.          !
 1981.1!                  +                   !!          .   0   .          !
 1981.2!                   +                  !!          .   .0  .          !
 1981.3!                  *+                  !!          . 0 .   .          !
 1981.4!                  +       *           !!          .   .   .    0     !
 1982.1!                  *     +             !!        0 .   .   .          !
 1982.2!                  +   *               !!          .   .   0          !
 1982.3!                      +   *           !!          .   .   .0         !
 1982.4!                *       +             !!     0    .   .   .          !
 1983.1!                  +  *                !!          .   .  0.          !
 1983.2!                     +*               !!          .   .0  .          !
 1983.3!                      +               !!          .   0   .          !
 1983.4!                    * +               !!          . 0 .   .          !
 1984.1!                     +  *             !!          .   .  0.          !
 1984.2!                       +              !!          .   0   .          !
 1984.3!                       +              !!          .   0   .          !
 1984.4!                    *  +              !!          .0  .   .          !
 1985.1!                     +    *           !!          .   .   . 0        !
 1985.2!                       * +            !!          . 0 .   .          !
 1985.3!                     * +              !!          . 0 .   .          !
 1985.4!                     *+               !!          .  0.   .          !
 1986.1!                      +*              !!          .   .0  .          !
 1986.2!                      +  *            !!          .   .  0.          !
 1986.3!                      * +             !!          . 0 .   .          !
 1986.4!                       + *            !!          .   . 0 .          !
 1987.1!                        +   *         !!          .   .   .0         !
 1987.2!                          +           !!          .   0   .          !
 1987.3!                         +*           !!          .   . 0 .          !
 1987.4!                         +            !!          .   .0  .          !
 1988.1!                        + *           !!          .   . 0 .          !
 1988.2!                         +            !!          .   0   .          !
 1988.3!                        +*            !!          .   .0  .          !
 1988.4!                      * +             !!          . 0 .   .          !
 1989.1!                      +*              !!          .   .0  .          !
 1989.2!                      *+              !!          .   0   .          !
 1989.3!                      +               !!          .   0   .          !
 1989.4!                      +  *            !!          .   .   0          !
 1990.1!                     *  +             !!          .0  .   .          !
 1990.2!                     +*               !!          .   .0  .          !
 1990.3!                     +     *          !!          .   .   .  0       !
 1990.4!                         +*           !!          .   .0  .          !
 1991.1!                       *+             !!          . 0 .   .          !
 1991.2!                      +    *          !!          .   .   . 0        !
 1991.3!                        *+            !!          .  0.   .          !
 1991.4!                       +  *           !!          .   .   0          !
 1992.1!                     *  +             !!          0   .   .          !
 1992.2!                    + *               !!          .   .  0.          !
 1992.3!                      +               !!          .   .0  .          !
 1992.4!                      +*              !!          .   . 0 .          !
 1993.1!                      +  *            !!          .   .   0          !
 1993.2!                       *+             !!          . 0 .   .          !
 1993.3!                     *+               !!          .  0.   .          !
 1993.4!                  * +                 !!          . 0 .   .          !
 1994.1!                   +  *               !!          .   .   0          !
 1994.2!                     + *              !!          .   . 0 .          !
 1994.3!                      +  *            !!          .   .  0.          !
 1994.4!                    *   +             !!         0.   .   .          !
 1995.1!                    +  *              !!          .   .   0          !
 1995.2!                     *+               !!          .  0.   .          !
 1995.3!                     +                !!          .  0.   .          !
 1995.4!                   * +                !!          . 0 .   .          !
 1996.1!                    +*                !!          .   . 0 .          !
 1996.2!                    *+                !!          .  0.   .          !
 1996.3!                    +*                !!          .   .0  .          !
 1996.4!                    *+                !!          .  0.   .          !
 1997.1!                    +                 !!          .   0   .          !
 1997.2!                    +*                !!          .   .0  .          !
 1997.3!                    +*                !!          .   .0  .          !
 1997.4!                    +                 !!          .   0   .          !
 1998.1!                  * +                 !!          .  0.   .          !
 1998.2!                  +                   !!          .   0   .          !
 1998.3!                * +                   !!          . 0 .   .          !
 1998.4!                *+                    !!          .   0   .          !
 1999.1!                 +                    !!          .   .0  .          !
 1999.2!                  +*                  !!          .   .0  .          !
 1999.3!                   +*                 !!          .   .0  .          !
 1999.4!                   *+                 !!          .   0   .          !
 2000.1!                    +  *              !!          .   .   0          !
 2000.2!                     *+               !!          .  0.   .          !
 2000.3!                    *+                !!          .   0   .          !
 2000.4!                   *+                 !!          . 0 .   .          !
 2001.1!                   + *                !!          .   . 0 .          !
 2001.2!                     +*               !!          .   .0  .          !
 2001.3!                     +                !!          .   0   .          !
 2001.4!                   * +                !!          . 0 .   .          !
 2002.1!                   +  *               !!          .   .  0.          !
 2002.2!                     +  *             !!          .   .  0.          !
 2002.3!                       +              !!          .   0   .          !
 2002.4!                    * +               !!          . 0 .   .          !
 2003.1!                    +*                !!          .   .0  .          !
 2003.2!                    *+                !!          .   0   .          !
 2003.3!                    +*                !!          .   .0  .          !
 2003.4!                    *+                !!          . 0 .   .          !
 2004.1!                  * +                 !!          .  0.   .          !
 2004.2!                  *+                  !!          .  0.   .          !
 2004.3!                  + *                 !!          .   .0  .          !
 2004.4!                   *+                 !!          .  0.   .          !
 2005.1!                   +                  !!          .   0   .          !
 2005.2!                   +                  !!          .   0   .          !
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 2005.4!                 * +                  !!          .0  .   .          !
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 2006.2!                 *+                   !!          . 0 .   .          !
 2006.3!                  +                   !!          .   0   .          !
 2006.4!                 *+                   !!          . 0 .   .          !
 2007.1!                  +                   !!          .   0   .          !
 2007.2!                 *+                   !!          .  0.   .          !
 2007.3!                 *+                   !!          . 0 .   .          !
 2007.4!               *  +                   !!          .0  .   .          !
 2008.1!                 +*                   !!          .   .0  .          !
 2008.2!                  +  *                !!          .   .  0.          !
 2008.3!                 *  +                 !!          0   .   .          !
 2008.4!                * +                   !!          . 0 .   .          !
 2009.1!                  +                   !!          .   0   .          !
 2009.2!                 * +                  !!          . 0 .   .          !
 2009.3!                 *+                   !!          .  0.   .          !
 2009.4!                  +                   !!          .  0.   .          !
 2010.1!              *    +                  !!        0 .   .   .          !
 2010.2!           *    +                     !!         0.   .   .          !
 2010.3!            *  +                      !!          . 0 .   .          !
 2010.4!         *     +                      !!       0  .   .   .          !
 2011.1!             +                        !!          .   0   .          !
 2011.2!        *      +                      !!      0   .   .   .          !
 2011.3!          * +                         !!          . 0 .   .          !
 2011.4!              +  *                    !!          .   .   0          !
 2012.1!                  +  *                !!          .   .   0          !
 2012.2!                     +  *             !!          .   .  0.          !
 2012.3!                     * +              !!          . 0 .   .          !
 2012.4!                     +                !!          .   0   .          !


     24.47 percent of the residuals exceed 1 SE
      7.98 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFIKO=FIPX$/KOPMM;                                                      
 GENR LAAFIKO=LOG(AAFIKO+.00001);                                             
 GENR LAFIKO=LOG(AFIKO+.00001);                                               
 LHS AAFIKO=EXP(LAAFIKO)-.00001;                                              
  EQ  752 LAAFIKO C LAFIKO(-1) PFIKO;                                         
EQUATION 711  LAAFIKO  
   RHS     C  LAFIKO(-1)  PFIKO  
 SMPL 1978.1 2012.4;                                                          
Sample period is now  1978.1 to  2012.4 Internally:   105 to   244
 OLS;EST  711 PLOT=0;END;                                                     

Equation number =  711
**********************

Dependent variable = LAAFIKO 

 1978.1 -   2012.4,    0 missing obs.,  140 obs. used.

Mean of dependent variable       -5.936702309

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.057176936       0.423980836  -4.85205     1.000000
12542 LAFIKO  ( -1)       0.648013639       0.063106744  10.26853    -5.946822
12540 PFIKO   (  0)      -0.024268927       0.220211549  -0.11021     1.067365

SE of equation            =     0.392958736
Sum of squared residuals  =  21.1550698      -0.272555312E-10
Average absolute error    =     0.261479990
Sum of ABS residuals      =  36.6071986    
R squared                 =   0.43788
Durbin-Watson statistic   =   2.00658
SMPL and No. Obs.         = 1978.1   2012.4    140

Plot of actual(*) and fitted(+) values and residuals(0)


 1978.1!                * +                   !!          .  0.   .          !
 1978.2!                    +         *       !!          .   .   .  0       !
 1978.3!                          *  +        !!          .0  .   .          !
 1978.4!                           +       *  !!          .   .   . 0        !
 1979.1!                                 +    *!          .   .  0.          !
 1979.2!                 *                +   !!  0       .   .   .          !
 1979.3*                     +                !0          .   .   .          !
 1979.4!         +      *                     !!          .   .   .0         !
 1980.1!           *         +                !!       0  .   .   .          !
 1980.2!    *            +                    !!     0    .   .   .          !
 1980.3!       *     +                        !!          0   .   .          !
 1980.4!         *     +                      !!          0   .   .          !
 1981.1!               *+                     !!          .  0.   .          !
 1981.2!                    +                 !!          .   0   .          !
 1981.3!        *              +              !!   0      .   .   .          !
 1981.4!               +  *                   !!          .   . 0 .          !
 1982.1!                      +            *  !!          .   .   .    0     !
 1982.2!                       *        +     !!        0 .   .   .          !
 1982.3!       *                 +            !!  0       .   .   .          !
 1982.4!               +        *             !!          .   .   . 0        !
 1983.1!                         +           *!!          .   .   .   0      !
 1983.2!                          *       +   !!        0 .   .   .          !
 1983.3!                        *  +          !!          . 0 .   .          !
 1983.4!                     *    +           !!          .0  .   .          !
 1984.1!                        +             *!          .   .   .     0    !
 1984.2!                                *  +  !!          . 0 .   .          !
 1984.3!                              *+      !!          .  0.   .          !
 1984.4!                             + *      !!          .   .0  .          !
 1985.1!                              +   *   !!          .   . 0 .          !
 1985.2!                                + *   !!          .   .0  .          !
 1985.3!                                +   * !!          .   .  0.          !
 1985.4!                                 +    !!          .   0   .          !
 1986.1!                               + *    !!          .   .0  .          !
 1986.2!                         *     +      !!          0   .   .          !
 1986.3!                           +       *  !!          .   .   . 0        !
 1986.4!                                *+    !!          .  0.   .          !
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 1987.2!                                 + *  !!          .   . 0 .          !
 1987.3!                                 + *  !!          .   .0  .          !
 1987.4!                              *  +    !!          .  0.   .          !
 1988.1!                           *  +       !!          . 0 .   .          !
 1988.2!                           +  *       !!          .   . 0 .          !
 1988.3!                             +*       !!          .   .0  .          !
 1988.4!                              + *     !!          .   . 0 .          !
 1989.1!                               +  *   !!          .   . 0 .          !
 1989.2!                          *     +     !!          0   .   .          !
 1989.3!                        *  +          !!          . 0 .   .          !
 1989.4!                         +   *        !!          .   .  0.          !
 1990.1!                     *       +        !!        0 .   .   .          !
 1990.2!                       +              !!          .   0   .          !
 1990.3!                         +            !!          .   0   .          !
 1990.4!                          +           !!          .   0   .          !
 1991.1!                         * +          !!          .  0.   .          !
 1991.2!                          +*          !!          .   0   .          !
 1991.3!                           +*         !!          .   0   .          !
 1991.4!                            +*        !!          .   0   .          !
 1992.1!                          *  +        !!          .  0.   .          !
 1992.2!                          *+          !!          .  0.   .          !
 1992.3!                           +          !!          .   0   .          !
 1992.4!                           +      *   !!          .   .   .0         !
 1993.1!                                +    *!!          .   .   0          !
 1993.2!                                * +   !!          . 0 .   .          !
 1993.3!                              +  *    !!          .   . 0 .          !
 1993.4!                               + *    !!          .   .0  .          !
 1994.1!                               +   *  !!          .   . 0 .          !
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 1994.3!                                  +  *!!          .   . 0 .          !
 1994.4!                                  +  *!!          .   . 0 .          !
 1995.1!                                  +   !!          .   0   .          !
 1995.2!                                +*    !!          .   .0  .          !
 1995.3!                                +     !!          .   0   .          !
 1995.4!                              +    *  !!          .   .  0.          !
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 1996.2!                              +  *    !!          .   . 0 .          !
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 1997.4!                               + *    !!          .   .0  .          !
 1998.1!                             * +      !!          . 0 .   .          !
 1998.2!                            +         !!          .   0   .          !
 1998.3!                            +   *     !!          .   .  0.          !
 1998.4!                               +      !!          .   0   .          !
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 1999.4!                           +  *       !!          .   . 0 .          !
 2000.1!                              +       !!          .   0   .          !
 2000.2!                              + *     !!          .   .0  .          !
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 2001.1!                            *  +      !!          . 0 .   .          !
 2001.2!                            +    *    !!          .   .  0.          !
 2001.3!                               +*     !!          .   0   .          !
 2001.4!                              +   *   !!          .   . 0 .          !
 2002.1!                               *+     !!          .   0   .          !
 2002.2!                              + *     !!          .   .0  .          !
 2002.3!                             * +      !!          . 0 .   .          !
 2002.4!                             +*       !!          .   .0  .          !
 2003.1!                            * +       !!          . 0 .   .          !
 2003.2!                            +*        !!          .   .0  .          !
 2003.3!                         *   +        !!          .0  .   .          !
 2003.4!                          + *         !!          .   .0  .          !
 2004.1!                       *    +         !!          .0  .   .          !
 2004.2!                        *+            !!          .  0.   .          !
 2004.3!                        *+            !!          .  0.   .          !
 2004.4!                          +  *        !!          .   . 0 .          !
 2005.1!                             + *      !!          .   .0  .          !
 2005.2!                              +       !!          .   0   .          !
 2005.3!                          *  +        !!          . 0 .   .          !
 2005.4!                         * +          !!          .  0.   .          !
 2006.1!                          *+          !!          .  0.   .          !
 2006.2!                           +          !!          .   0   .          !
 2006.3!                        *   +         !!          . 0 .   .          !
 2006.4!                          +*          !!          .   .0  .          !
 2007.1!                           +          !!          .   0   .          !
 2007.2!                            +   *     !!          .   .  0.          !
 2007.3!                               +      !!          .   0   .          !
 2007.4!                             *+       !!          .   0   .          !
 2008.1!                             +        !!          .   0   .          !
 2008.2!                             +*       !!          .   .0  .          !
 2008.3!                           * +        !!          . 0 .   .          !
 2008.4!                           + *        !!          .   .0  .          !
 2009.1!                             +  *     !!          .   . 0 .          !
 2009.2!                               +*     !!          .   0   .          !
 2009.3!                              *+      !!          .   0   .          !
 2009.4!                             +*       !!          .   .0  .          !
 2010.1!                          *   +       !!          . 0 .   .          !
 2010.2!                           +     *    !!          .   .   0          !
 2010.3!                             * +      !!          .  0.   .          !
 2010.4!                             + *      !!          .   .0  .          !
 2011.1!                            * +       !!          . 0 .   .          !
 2011.2!                         *  +         !!          . 0 .   .          !
 2011.3!                          + *         !!          .   .0  .          !
 2011.4!                          * +         !!          .  0.   .          !
 2012.1!                         * +          !!          .  0.   .          !
 2012.2!                          +  *        !!          .   . 0 .          !
 2012.3!                             + *      !!          .   .0  .          !
 2012.4!                              +       !!          .   0   .          !


     17.14 percent of the residuals exceed 1 SE
      5.71 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASKO=ASPX$/KOPMM;                                                      
 GENR LAAASKO=LOG(AAASKO+.00001);                                             
 GENR LAASKO=LOG(AASKO+.00001);                                               
 LHS AAASKO=EXP(LAAASKO)-.00001;                                              
  EQ  753 LAAASKO C LAASKO(-1) PASKO;                                         
EQUATION 712  LAAASKO  
   RHS     C  LAASKO(-1)  PASKO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  712 PLOT=0;END;                                                     

Equation number =  712
**********************

Dependent variable = LAAASKO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.497386402

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.335852212       0.121045657  -2.77459     1.000000
12545 LAASKO  ( -1)       0.901558673       0.029018692  31.06821    -3.505334
12543 PASKO   (  0)      -0.001098141       0.058590352  -0.01874     1.156332

SE of equation            =     0.236487021
Sum of squared residuals  =  10.3463306       0.270006240E-11
Average absolute error    =     0.152205262
Sum of ABS residuals      =  28.6145892    
R squared                 =   0.83941
Durbin-Watson statistic   =   2.21462
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!           +*                         !!           .  .0 .           !
 1966.2!              +                       !!           .  0  .           !
 1966.3!             * +                      !!           .0 .  .           !
 1966.4!         *     +                      !!         0 .  .  .           !
 1967.1!           +*                         !!           .  .0 .           !
 1967.2!              +         *             !!           .  .  .     0     !
 1967.3!             *           +            !!    0      .  .  .           !
 1967.4!            *  +                      !!           0  .  .           !
 1968.1!           * +                        !!           .0 .  .           !
 1968.2!             +   *                    !!           .  .  .0          !
 1968.3!                *  +                  !!           .0 .  .           !
 1968.4!             *   +                    !!          0.  .  .           !
 1969.1!              +*                      !!           .  .0 .           !
 1969.2!              *  +                    !!           .0 .  .           !
 1969.3*                +                     !0           .  .  .           !
 1969.4!  +  *                                !!           .  .  0           !
 1970.1!        +      *                      !!           .  .  .   0       !
 1970.2!              *  +                    !!           .0 .  .           !
 1970.3!          *     +                     !!        0  .  .  .           !
 1970.4!   *        +                         !!      0    .  .  .           !
 1971.1!     + *                              !!           .  . 0.           !
 1971.2!          +*                          !!           .  .0 .           !
 1971.3!             +            *           !!           .  .  .        0  !
 1971.4!                         *+           !!           .0 .  .           !
 1972.1!                         +            !!           .  0  .           !
 1972.2!                        *+            !!           . 0.  .           !
 1972.3!                         +            !!           .  0  .           !
 1972.4!                        * +           !!           .0 .  .           !
 1973.1!                   *    +             !!         0 .  .  .           !
 1973.2!                    +                 !!           .  0  .           !
 1973.3!                    *+                !!           . 0.  .           !
 1973.4!                 *   +                !!          0.  .  .           !
 1974.1!             *    +                   !!          0.  .  .           !
 1974.2!              *+                      !!           .  0  .           !
 1974.3!                +        *            !!           .  .  .    0      !
 1974.4!                      *  +            !!           0  .  .           !
 1975.1!                       +*             !!           .  .0 .           !
 1975.2!                         +   *        !!           .  .  0           !
 1975.3!                         *   +        !!          0.  .  .           !
 1975.4!                      *  +            !!           0  .  .           !
 1976.1!                      +*              !!           .  0  .           !
 1976.2!                    *   +             !!           0  .  .           !
 1976.3!                     +     *          !!           .  .  . 0         !
 1976.4!                           + *        !!           .  .0 .           !
 1977.1!                      *      +        !!        0  .  .  .           !
 1977.2!                       +              !!           .  0  .           !
 1977.3!                       +*             !!           .  .0 .           !
 1977.4!                        *+            !!           . 0.  .           !
 1978.1!                         +            !!           .  0  .           !
 1978.2!                         +  *         !!           .  . 0.           !
 1978.3!                           *+         !!           . 0.  .           !
 1978.4!                           +  *       !!           .  .  0           !
 1979.1!                              +*      !!           .  .0 .           !
 1979.2!                             *+       !!           . 0.  .           !
 1979.3!                            *+        !!           . 0.  .           !
 1979.4!                          * +         !!           .0 .  .           !
 1980.1!                         *+           !!           . 0.  .           !
 1980.2!                          +           !!           .  0  .           !
 1980.3!                          + *         !!           .  . 0.           !
 1980.4!                          * +         !!           .0 .  .           !
 1981.1!                          +   *       !!           .  .  0           !
 1981.2!                              +       !!           .  0  .           !
 1981.3!                              +    *  !!           .  .  . 0         !
 1981.4!                             *     +  !!         0 .  .  .           !
 1982.1!                             +        !!           .  .0 .           !
 1982.2!                             +    *   !!           .  .  .0          !
 1982.3!                                *+    !!           . 0.  .           !
 1982.4!                               *+     !!           . 0.  .           !
 1983.1!                               +   *  !!           .  .  0           !
 1983.2!                                  +*  !!           .  .0 .           !
 1983.3!                                  *+  !!           .  0  .           !
 1983.4!                                  +   !!           .  0  .           !
 1984.1!                                  +   !!           .  0  .           !
 1984.2!                                 +  * !!           .  .  0           !
 1984.3!                                   *+ !!           .  0  .           !
 1984.4!                                 * +  !!           .0 .  .           !
 1985.1!                                 +*   !!           .  .0 .           !
 1985.2!                                 +   *!!           .  .  0           !
 1985.3!                                    +*!!           .  .0 .           !
 1985.4!                                  *  +!!           .0 .  .           !
 1986.1!                                  +   !!           .  0  .           !
 1986.2!                                  +   !!           .  0  .           !
 1986.3!                                  + * !!           .  . 0.           !
 1986.4!                                 * +  !!           .0 .  .           !
 1987.1!                                 +    !!           .  .0 .           !
 1987.2!                                 +*   !!           .  .0 .           !
 1987.3!                                 +    !!           .  0  .           !
 1987.4!                               * +    !!           .0 .  .           !
 1988.1!                               +*     !!           .  .0 .           !
 1988.2!                                + *   !!           .  . 0.           !
 1988.3!                                * +   !!           .0 .  .           !
 1988.4!                               *+     !!           . 0.  .           !
 1989.1!                               + *    !!           .  . 0.           !
 1989.2!                                 +    !!           .  .0 .           !
 1989.3!                                *+    !!           . 0.  .           !
 1989.4!                               +*     !!           .  .0 .           !
 1990.1!                           *    +     !!          0.  .  .           !
 1990.2!                            +    *    !!           .  .  . 0         !
 1990.3!                                 +  * !!           .  .  0           !
 1990.4!                                   +  !!           .  0  .           !
 1991.1!                                * +   !!           .0 .  .           !
 1991.2!                               +   *  !!           .  .  0           !
 1991.3!                                  +*  !!           .  .0 .           !
 1991.4!                                   +  !!           .  .0 .           !
 1992.1!                                 * +  !!           .0 .  .           !
 1992.2!                                + *   !!           .  .0 .           !
 1992.3!                                 +   *!!           .  .  0           !
 1992.4!                                    + !!           .  0  .           !
 1993.1!                                   +* !!           .  0  .           !
 1993.2!                                   +  !!           .  0  .           !
 1993.3!                                   +* !!           .  .0 .           !
 1993.4!                                   +  !!           .  0  .           !
 1994.1!                                   +  !!           .  0  .           !
 1994.2!                                   +  !!           .  0  .           !
 1994.3!                                  *+  !!           . 0.  .           !
 1994.4!                                 + *  !!           .  .0 .           !
 1995.1!                                  +   !!           .  0  .           !
 1995.2!                                 +*   !!           .  .0 .           !
 1995.3!                                  +*  !!           .  .0 .           !
 1995.4!                                  +*  !!           .  0  .           !
 1996.1!                                  *+  !!           .  0  .           !
 1996.2!                                  + * !!           .  . 0.           !
 1996.3!                                   +* !!           .  .0 .           !
 1996.4!                                    +*!!           .  .0 .           !
 1997.1!                                 *  + !!           0  .  .           !
 1997.2!                                 +*   !!           .  .0 .           !
 1997.3!                                  + * !!           .  . 0.           !
 1997.4!                                  *+  !!           .0 .  .           !
 1998.1!                                 +*   !!           .  .0 .           !
 1998.2!                                  +   *!           .  .  .0          !
 1998.3!                                     +*!           .  0  .           !
 1998.4!                                     +!!           .  0  .           !
 1999.1!                                   *+ !!           . 0.  .           !
 1999.2!                                  + * !!           .  .0 .           !
 1999.3!                                  *+  !!           . 0.  .           !
 1999.4!                                 +  * !!           .  . 0.           !
 2000.1!                                   +  !!           .  0  .           !
 2000.2!                                   +* !!           .  .0 .           !
 2000.3!                             *     +  !!         0 .  .  .           !
 2000.4!                             +     *  !!           .  .  . 0         !
 2001.1!                                  +*  !!           .  .0 .           !
 2001.2!                                   +  !!           .  0  .           !
 2001.3!                                  +*  !!           .  .0 .           !
 2001.4!                                   +* !!           .  .0 .           !
 2002.1!                                   +  !!           .  0  .           !
 2002.2!                                   +* !!           .  .0 .           !
 2002.3!                                   +* !!           .  .0 .           !
 2002.4!                                   +  !!           . 0.  .           !
 2003.1!                                * +   !!           .0 .  .           !
 2003.2!                                +     !!           .  0  .           !
 2003.3!                                +*    !!           .  .0 .           !
 2003.4!                                *+    !!           .  0  .           !
 2004.1!                                +*    !!           .  .0 .           !
 2004.2!                               * +    !!           . 0.  .           !
 2004.3!                               +*     !!           .  .0 .           !
 2004.4!                               *+     !!           . 0.  .           !
 2005.1!                              *+      !!           . 0.  .           !
 2005.2!                              + *     !!           .  .0 .           !
 2005.3!                               +*     !!           .  0  .           !
 2005.4!                               +*     !!           .  .0 .           !
 2006.1!                              * +     !!           .0 .  .           !
 2006.2!                             *+       !!           . 0.  .           !
 2006.3!                             +*       !!           .  .0 .           !
 2006.4!                              +       !!           .  0  .           !
 2007.1!                              +       !!           .  0  .           !
 2007.2!                            * +       !!           .0 .  .           !
 2007.3!                            + *       !!           .  . 0.           !
 2007.4!                              +       !!           .  0  .           !
 2008.1!                            * +       !!           .0 .  .           !
 2008.2!                            +*        !!           .  .0 .           !
 2008.3!                             +        !!           .  0  .           !
 2008.4!                             +  *     !!           .  .  0           !
 2009.1!                              * +     !!           . 0.  .           !
 2009.2!                              +*      !!           .  0  .           !
 2009.3!                               +      !!           .  0  .           !
 2009.4!                               +      !!           .  0  .           !
 2010.1!                              *+      !!           . 0.  .           !
 2010.2!                              +*      !!           .  . 0.           !
 2010.3!                               +      !!           .  0  .           !
 2010.4!                               + *    !!           .  . 0.           !
 2011.1!                               *+     !!           . 0.  .           !
 2011.2!                              *+      !!           . 0.  .           !
 2011.3!                              +       !!           .  .0 .           !
 2011.4!                              +*      !!           .  .0 .           !
 2012.1!                             * +      !!           .0 .  .           !
 2012.2!                             +        !!           .  0  .           !
 2012.3!                             + *      !!           .  . 0.           !
 2012.4!                             * +      !!           . 0.  .           !


     18.62 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@@EQ  754 LAASOKO C LASOKO(-1) PSOKO;SMPL 1994.4 2012.4;OLS;EST  754 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEKO=BEPX$Q/KOPMM;                                                     
 GENR LAABEKO=LOG(AABEKO+.00001);                                             
 GENR LABEKO=LOG(ABEKO+.00001);                                               
 LHS AABEKO=EXP(LAABEKO)-.00001;                                              
  EQ  755 LAABEKO C LABEKO(-1) PBEKO;                                         
EQUATION 713  LAABEKO  
   RHS     C  LABEKO(-1)  PBEKO  
 SMPL 1970.4 2012.4;                                                          
Sample period is now  1970.4 to  2012.4 Internally:    76 to   244
 OLS;EST  713 PLOT=0;END;                                                     

Equation number =  713
**********************

Dependent variable = LAABEKO 

 1970.4 -   2012.4,    0 missing obs.,  169 obs. used.

Mean of dependent variable       -5.239818461

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.929611968       0.305469177  -6.31688     1.000000
12548 LABEKO  ( -1)       0.531587713       0.066000103   8.05435    -5.242774
12546 PBEKO   (  0)      -0.491416880       0.158265663  -3.10501     1.064702

SE of equation            =     0.321801115
Sum of squared residuals  =  17.1902889      -0.122435395E-10
Average absolute error    =     0.193189334
Sum of ABS residuals      =  32.6489974    
R squared                 =   0.43340
Durbin-Watson statistic   =   2.23688
SMPL and No. Obs.         = 1970.4   2012.4    169

Plot of actual(*) and fitted(+) values and residuals(0)


 1970.4!                +    *                !!           .  .  .0          !
 1971.1!                      + *             !!           .  .0 .           !
 1971.2!                       +*             !!           .  0  .           !
 1971.3!                       +              !!           .  0  .           !
 1971.4!                       +      *       !!           .  .  . 0         !
 1972.1!       *                  +           !! 0         .  .  .           !
 1972.2!       *      +                       !!          0.  .  .           !
 1972.3!              + *                     !!           .  .0 .           !
 1972.4!                *  +                  !!           .0 .  .           !
 1973.1*                   +                  !!0          .  .  .           !
 1973.2!       *+                             !!           . 0.  .           !
 1973.3!      *     +                         !!         0 .  .  .           !
 1973.4!         *  +                         !!           0  .  .           !
 1974.1!             +                        !!           .  0  .           !
 1974.2!                +                     !!           .  0  .           !
 1974.3!                * +                   !!           . 0.  .           !
 1974.4!             *   +                    !!           .0 .  .           !
 1975.1!               +    *                 !!           .  .  0           !
 1975.2! *                 +                  !!  0        .  .  .           !
 1975.3!         +*                           !!           .  .0 .           !
 1975.4!             +  *                     !!           .  . 0.           !
 1976.1!            *    +                    !!           0  .  .           !
 1976.2!     *         +                      !!       0   .  .  .           !
 1976.3!           +   *                      !!           .  .  0           !
 1976.4!              *  +                    !!           0  .  .           !
 1977.1!               *+                     !!           . 0.  .           !
 1977.2!        *      +                      !!         0 .  .  .           !
 1977.3!            +   *                     !!           .  .  0           !
 1977.4!                 + *                  !!           .  . 0.           !
 1978.1!                  +  *                !!           .  . 0.           !
 1978.2!                   *+                 !!           .  0  .           !
 1978.3!                   +                  !!           .  .0 .           !
 1978.4!                  +    *              !!           .  .  0           !
 1979.1!              *     +                 !!          0.  .  .           !
 1979.2!                +     *               !!           .  .  .0          !
 1979.3!                     +*               !!           .  .0 .           !
 1979.4!                    + *               !!           .  .0 .           !
 1980.1!                    +            *    !!           .  .  .     0     !
 1980.2!                        * +           !!           . 0.  .           !
 1980.3!                 *   +                !!           0  .  .           !
 1980.4!                 +                    *!           .  .  .           0
 1981.1!                       *     +        !!          0.  .  .           !
 1981.2!                     +      *         !!           .  .  . 0         !
 1981.3!                         +            !!           .  .0 .           !
 1981.4!                       +*             !!           .  .0 .           !
 1982.1!                 *    +               !!           0  .  .           !
 1982.2!                  +      *            !!           .  .  . 0         !
 1982.3!                       +              !!           .  0  .           !
 1982.4!                      +  *            !!           .  . 0.           !
 1983.1!                       + *            !!           .  .0 .           !
 1983.2!                        +*            !!           .  .0 .           !
 1983.3!                     *   +            !!           .0 .  .           !
 1983.4!                      +   *           !!           .  . 0.           !
 1984.1!                         +            !!           .  0  .           !
 1984.2!                         +*           !!           .  .0 .           !
 1984.3!                       * +            !!           . 0.  .           !
 1984.4!                        +   *         !!           .  .  0           !
 1985.1!                          + *         !!           .  . 0.           !
 1985.2!                          +           !!           .  0  .           !
 1985.3!                        *+            !!           .  0  .           !
 1985.4!                        +             !!           .  0  .           !
 1986.1!                       +*             !!           .  .0 .           !
 1986.2!                   *   +              !!           .0 .  .           !
 1986.3!                    +                 !!           .  0  .           !
 1986.4!                     + *              !!           .  .0 .           !
 1987.1!                      +  *            !!           .  . 0.           !
 1987.2!                     *  +             !!           .0 .  .           !
 1987.3!                     + *              !!           .  .0 .           !
 1987.4!                      +     *         !!           .  .  .0          !
 1988.1!                        +             !!           .  0  .           !
 1988.2!                      + *             !!           .  .0 .           !
 1988.3!                       +  *           !!           .  . 0.           !
 1988.4!                       +*             !!           .  .0 .           !
 1989.1!                       +    *         !!           .  .  .0          !
 1989.2!                         +*           !!           .  .0 .           !
 1989.3!                        +*            !!           .  .0 .           !
 1989.4!                      +    *          !!           .  .  0           !
 1990.1!                    *  +              !!           .0 .  .           !
 1990.2!                  +     *             !!           .  .  .0          !
 1990.3!                     +  *             !!           .  . 0.           !
 1990.4!                     *+               !!           .  0  .           !
 1991.1!                  *  +                !!           .0 .  .           !
 1991.2!                  +   *               !!           .  . 0.           !
 1991.3!                     +*               !!           .  .0 .           !
 1991.4!                    + *               !!           .  .0 .           !
 1992.1!                  *  +                !!           .0 .  .           !
 1992.2!                  +*                  !!           .  .0 .           !
 1992.3!                 *+                   !!           . 0.  .           !
 1992.4!                 + *                  !!           .  .0 .           !
 1993.1!              *   +                   !!           0  .  .           !
 1993.2!                 +                    !!           .  0  .           !
 1993.3!                  + *                 !!           .  .0 .           !
 1993.4!              *    +                  !!           0  .  .           !
 1994.1!                +                     !!           .  0  .           !
 1994.2!                 +                    !!           .  0  .           !
 1994.3!                * +                   !!           . 0.  .           !
 1994.4!                *+                    !!           . 0.  .           !
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 1995.3!                *+                    !!           . 0.  .           !
 1995.4!             *   +                    !!           0  .  .           !
 1996.1!             * +                      !!           . 0.  .           !
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 1996.3!                 +                    !!           .  0  .           !
 1996.4!               * +                    !!           .0 .  .           !
 1997.1!                +*                    !!           .  .0 .           !
 1997.2!                  + *                 !!           .  . 0.           !
 1997.3!                    +*                !!           .  .0 .           !
 1997.4!                   *+                 !!           . 0.  .           !
 1998.1!                  +*                  !!           .  0  .           !
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 1998.3!                *+                    !!           . 0.  .           !
 1998.4!             * +                      !!           .0 .  .           !
 1999.1!              +                       !!           .  0  .           !
 1999.2!               +   *                  !!           .  . 0.           !
 1999.3!                  *+                  !!           .  0  .           !
 1999.4!                  *+                  !!           . 0.  .           !
 2000.1!                   +*                 !!           .  0  .           !
 2000.2!                    +                 !!           .  0  .           !
 2000.3!                    + *               !!           .  .0 .           !
 2000.4!                     +*               !!           .  .0 .           !
 2001.1!                     +                !!           .  0  .           !
 2001.2!                    *+                !!           .  0  .           !
 2001.3!                    +*                !!           .  0  .           !
 2001.4!                    +*                !!           .  0  .           !
 2002.1!                    +                 !!           .  0  .           !
 2002.2!                    + *               !!           .  .0 .           !
 2002.3!                     +                !!           .  0  .           !
 2002.4!                    +*                !!           .  0  .           !
 2003.1!                    + *               !!           .  . 0.           !
 2003.2!                    +                 !!           .  0  .           !
 2003.3!                *  +                  !!           .0 .  .           !
 2003.4!                 +                    !!           .  0  .           !
 2004.1!                 +*                   !!           .  0  .           !
 2004.2!                  + *                 !!           .  .0 .           !
 2004.3!                   +                  !!           .  0  .           !
 2004.4!                 *+                   !!           . 0.  .           !
 2005.1!                 +*                   !!           .  .0 .           !
 2005.2!                 +   *                !!           .  .  0           !
 2005.3!                 * +                  !!           . 0.  .           !
 2005.4!               * +                    !!           . 0.  .           !
 2006.1!                +                     !!           .  0  .           !
 2006.2!                +                     !!           .  0  .           !
 2006.3!              * +                     !!           . 0.  .           !
 2006.4!               +                      !!           .  0  .           !
 2007.1!               +*                     !!           .  0  .           !
 2007.2!               +                      !!           .  0  .           !
 2007.3!               +                      !!           .  0  .           !
 2007.4!               + *                    !!           .  .0 .           !
 2008.1!                +*                    !!           .  .0 .           !
 2008.2!               + *                    !!           .  .0 .           !
 2008.3!                +                     !!           .  0  .           !
 2008.4!                +*                    !!           .  0  .           !
 2009.1!               *+                     !!           .  0  .           !
 2009.2!               + *                    !!           .  . 0.           !
 2009.3!                + *                   !!           .  .0 .           !
 2009.4!                *+                    !!           . 0.  .           !
 2010.1!            *   +                     !!           .0 .  .           !
 2010.2!             *+                       !!           . 0.  .           !
 2010.3!            * +                       !!           .0 .  .           !
 2010.4!            * +                       !!           . 0.  .           !
 2011.1!              +*                      !!           .  .0 .           !
 2011.2!            *  +                      !!           .0 .  .           !
 2011.3!            * +                       !!           . 0.  .           !
 2011.4!              +                       !!           .  0  .           !
 2012.1!               +                      !!           .  0  .           !
 2012.2!            *  +                      !!           .0 .  .           !
 2012.3!              +                       !!           .  0  .           !
 2012.4!               + *                    !!           .  .0 .           !


     15.98 percent of the residuals exceed 1 SE
      3.55 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDEKO=DEPX$Q/KOPMM;                                                     
 GENR LAADEKO=LOG(AADEKO+.00001);                                             
 GENR LADEKO=LOG(ADEKO+.00001);                                               
 LHS AADEKO=EXP(LAADEKO)-.00001;                                              
  EQ  756 LAADEKO C LADEKO(-1) PDEKO;                                         
EQUATION 714  LAADEKO  
   RHS     C  LADEKO(-1)  PDEKO  
 SMPL 1973.4 2012.4;                                                          
Sample period is now  1973.4 to  2012.4 Internally:    88 to   244
 OLS;EST  714 PLOT=0;END;                                                     

Equation number =  714
**********************

Dependent variable = LAADEKO 

 1973.4 -   2012.4,    0 missing obs.,  157 obs. used.

Mean of dependent variable       -6.001469243

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.208266372       0.297849378  -4.05664     1.000000
12551 LADEKO  ( -1)       0.716848963       0.056257577  12.74227    -6.006913
12549 PDEKO   (  0)      -0.439534064       0.205216105  -2.14181     1.108341

SE of equation            =     0.328769325
Sum of squared residuals  =  16.6457475      -0.143431933E-10
Average absolute error    =     0.224088771
Sum of ABS residuals      =  35.1819370    
R squared                 =   0.62970
Durbin-Watson statistic   =   2.31361
SMPL and No. Obs.         = 1973.4   2012.4    157

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.4!            +         *               !!          .   .   .   0      !
 1974.1!                *     +               !!          0   .   .          !
 1974.2!   *               +                  !!  0       .   .   .          !
 1974.3!    *    +                            !!          0   .   .          !
 1974.4!         +          *                 !!          .   .   .    0     !
 1975.1! *                  +                 !0          .   .   .          !
 1975.2!      +            *                  !!          .   .   .     0    !
 1975.3! *                  +                 !!0         .   .   .          !
 1975.4!      +      *                        !!          .   .   .0         !
 1976.1!*              +                      !!   0      .   .   .          !
 1976.2*      +                               !!         0.   .   .          !
 1976.3*     +                                !!         0.   .   .          !
 1976.4!      +    *                          !!          .   .   0          !
 1977.1!           *  +                       !!          . 0 .   .          !
 1977.2!           * +                        !!          . 0 .   .          !
 1977.3!    *        +                        !!       0  .   .   .          !
 1977.4!   *     +                            !!          0   .   .          !
 1978.1!*       +                             !!        0 .   .   .          !
 1978.2!      +    *                          !!          .   .   0          !
 1978.3!              +    *                  !!          .   .   0          !
 1978.4!                 * +                  !!          . 0 .   .          !
 1979.1!            *     +                   !!          0   .   .          !
 1979.2!               *+                     !!          .   0   .          !
 1979.3!         *        +                   !!       0  .   .   .          !
 1979.4!             + *                      !!          .   .0  .          !
 1980.1!                 + *                  !!          .   .0  .          !
 1980.2!          *         +                 !!      0   .   .   .          !
 1980.3!*            +                        !!    0     .   .   .          !
 1980.4!      +         *                     !!          .   .   .   0      !
 1981.1!                  +             *     !!          .   .   .      0   !
 1981.2!                  *           +       !!     0    .   .   .          !
 1981.3!                 *  +                 !!          .0  .   .          !
 1981.4!                   +  *               !!          .   . 0 .          !
 1982.1!                       +        *     !!          .   .   .  0       !
 1982.2!                              + *     !!          .   . 0 .          !
 1982.3!                            *  +      !!          .0  .   .          !
 1982.4!                        *  +          !!          . 0 .   .          !
 1983.1!                         +           *!!          .   .   .    0     !
 1983.2!                                   *+ !!          .  0.   .          !
 1983.3!                           *      +   !!        0 .   .   .          !
 1983.4!                            +        *!!          .   .   .  0       !
 1984.1!                                    + *!          .   . 0 .          !
 1984.2!                                    *+!!          .  0.   .          !
 1984.3!                                  *+  !!          .  0.   .          !
 1984.4!                                  + * !!          .   . 0 .          !
 1985.1!                                   *+ !!          .  0.   .          !
 1985.2!                                * +   !!          . 0 .   .          !
 1985.3!                                +  *  !!          .   .  0.          !
 1985.4!                                 *+   !!          .  0.   .          !
 1986.1!                            *   +     !!          .0  .   .          !
 1986.2!                            + *       !!          .   . 0 .          !
 1986.3!                        *    +        !!          0   .   .          !
 1986.4!                         +  *         !!          .   . 0 .          !
 1987.1!                            +   *     !!          .   .   0          !
 1987.2!                               +  *   !!          .   . 0 .          !
 1987.3!                                +     !!          .   0   .          !
 1987.4!                              +       !!          .   0   .          !
 1988.1!                         *   +        !!          .0  .   .          !
 1988.2!                          +  *        !!          .   .  0.          !
 1988.3!                             + *      !!          .   . 0 .          !
 1988.4!                             *+       !!          .  0.   .          !
 1989.1!                      *      +        !!         0.   .   .          !
 1989.2!                        +*            !!          .   0   .          !
 1989.3!                          +           !!          .   0   .          !
 1989.4!                         + *          !!          .   .0  .          !
 1990.1!                     *     +          !!         0.   .   .          !
 1990.2!                     +     *          !!          .   .   .0         !
 1990.3!                          +         * !!          .   .   .   0      !
 1990.4!                              *  +    !!          .0  .   .          !
 1991.1!                          *  +        !!          . 0 .   .          !
 1991.2!                         +  *         !!          .   .  0.          !
 1991.3!                           + *        !!          .   .0  .          !
 1991.4!                           + *        !!          .   . 0 .          !
 1992.1!                             +        !!          .   .0  .          !
 1992.2!                        *  +          !!          .0  .   .          !
 1992.3!                       + *            !!          .   .0  .          !
 1992.4!                        +      *      !!          .   .   .0         !
 1993.1!                             + *      !!          .   . 0 .          !
 1993.2!                            * +       !!          . 0 .   .          !
 1993.3!                          *+          !!          .   0   .          !
 1993.4!                         + *          !!          .   .0  .          !
 1994.1!                         +*           !!          .   .0  .          !
 1994.2!                         +         *  !!          .   .   .   0      !
 1994.3!                                +*    !!          .   .0  .          !
 1994.4!                              +*      !!          .   0   .          !
 1995.1!                            *+        !!          .   0   .          !
 1995.2!                          +     *     !!          .   .   0          !
 1995.3!                             +*       !!          .   .0  .          !
 1995.4!                            +         !!          .   0   .          !
 1996.1!                           +*         !!          .   .0  .          !
 1996.2!                          +    *      !!          .   .   0          !
 1996.3!                            +      *  !!          .   .   .0         !
 1996.4!                             * +      !!          .  0.   .          !
 1997.1!                           + *        !!          .   .0  .          !
 1997.2!                           + *        !!          .   .0  .          !
 1997.3!                           +   *      !!          .   .  0.          !
 1997.4!                            *+        !!          .  0.   .          !
 1998.1!                          +   *       !!          .   .  0.          !
 1998.2!                           +*         !!          .   .0  .          !
 1998.3!                         +   *        !!          .   .  0.          !
 1998.4!                          +*          !!          .   .0  .          !
 1999.1!                         +     *      !!          .   .   0          !
 1999.2!                           +   *      !!          .   .  0.          !
 1999.3!                            +  *      !!          .   . 0 .          !
 1999.4!                             +  *     !!          .   . 0 .          !
 2000.1!                       *      +       !!         0.   .   .          !
 2000.2!                       *+             !!          .  0.   .          !
 2000.3!                        +             !!          .   .0  .          !
 2000.4!                         +            !!          .   0   .          !
 2001.1!                         +            !!          .   0   .          !
 2001.2!                         +*           !!          .   .0  .          !
 2001.3!                          +           !!          .   0   .          !
 2001.4!                         +            !!          .   0   .          !
 2002.1!                         + *          !!          .   . 0 .          !
 2002.2!                           +*         !!          .   .0  .          !
 2002.3!                           +          !!          .   0   .          !
 2002.4!                          +*          !!          .   .0  .          !
 2003.1!                       *  +           !!          . 0 .   .          !
 2003.2!                       +              !!          .   0   .          !
 2003.3!                       +              !!          .   0   .          !
 2003.4!                      +               !!          .  0.   .          !
 2004.1!                     +  *             !!          .   . 0 .          !
 2004.2!                       +*             !!          .   .0  .          !
 2004.3!                       +*             !!          .   .0  .          !
 2004.4!                       + *            !!          .   .0  .          !
 2005.1!                       + *            !!          .   .0  .          !
 2005.2!                       + *            !!          .   .0  .          !
 2005.3!                        +             !!          .   .0  .          !
 2005.4!                     *  +             !!          . 0 .   .          !
 2006.1!                     +                !!          .   0   .          !
 2006.2!                     +   *            !!          .   .  0.          !
 2006.3!                    *   +             !!          .0  .   .          !
 2006.4!                    +*                !!          .   .0  .          !
 2007.1!                     +   *            !!          .   .  0.          !
 2007.2!                       +              !!          .   0   .          !
 2007.3!                     * +              !!          .  0.   .          !
 2007.4!                    *+                !!          .   0   .          !
 2008.1!                    +*                !!          .   0   .          !
 2008.2!                    + *               !!          .   .0  .          !
 2008.3!                  *  +                !!          .0  .   .          !
 2008.4!                   +   *              !!          .   .  0.          !
 2009.1!                      +               !!          .   0   .          !
 2009.2!                     +                !!          .   0   .          !
 2009.3!                    *+                !!          .   0   .          !
 2009.4!                    +                 !!          .  0.   .          !
 2010.1!                    +*                !!          .   0   .          !
 2010.2!                  *  +                !!          .0  .   .          !
 2010.3!                    + *               !!          .   . 0 .          !
 2010.4!                    * +               !!          . 0 .   .          !
 2011.1!                    *+                !!          .  0.   .          !
 2011.2!                  *  +                !!          . 0 .   .          !
 2011.3!                   +                  !!          .   0   .          !
 2011.4!                *   +                 !!          .0  .   .          !
 2012.1!                 *+                   !!          .  0.   .          !
 2012.2!                   +   *              !!          .   .  0.          !
 2012.3!                    *  +              !!          . 0 .   .          !
 2012.4!                     +                !!          .   0   .          !


     22.29 percent of the residuals exceed 1 SE
      7.01 percent of the residuals exceed 2 SE
@EQ   757 LAANOKO C LANOKO(-1) PNOKO;SMPL 1976.4 2012.4;OLS;EST  757 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWKO=SWPX$Q/KOPMM;                                                     
 GENR LAASWKO=LOG(AASWKO+.00001);                                             
 GENR LASWKO=LOG(ASWKO+.00001);                                               
 LHS AASWKO=EXP(LAASWKO)-.00001;                                              
  EQ  758 LAASWKO C LASWKO(-1) PSWKO;                                         
EQUATION 715  LAASWKO  
   RHS     C  LASWKO(-1)  PSWKO  
 SMPL 1972.2 2012.4;                                                          
Sample period is now  1972.2 to  2012.4 Internally:    82 to   244
 OLS;EST  715 PLOT=0;END;                                                     

Equation number =  715
**********************

Dependent variable = LAASWKO 

 1972.2 -   2012.4,    0 missing obs.,  163 obs. used.

Mean of dependent variable       -5.612962019

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.082043854       0.256354171  -4.22089     1.000000
12554 LASWKO  ( -1)       0.676880902       0.057509742  11.76985    -5.614995
12552 PSWKO   (  0)      -0.593716247       0.172440811  -3.44301     1.229940

SE of equation            =     0.300128895
Sum of squared residuals  =  14.4123766       0.228519426E-10
Average absolute error    =     0.215081857
Sum of ABS residuals      =  35.0583427    
R squared                 =   0.66750
Durbin-Watson statistic   =   2.65938
SMPL and No. Obs.         = 1972.2   2012.4    163

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.2!              *  +                    !!          0   .   .          !
 1972.3!                 +   *                !!          .   .   0          !
 1972.4!                     * +              !!          . 0 .   .          !
 1973.1!              *       +               !!    0     .   .   .          !
 1973.2!                +    *                !!          .   .   . 0        !
 1973.3!            *       +                 !!    0     .   .   .          !
 1973.4!               +      *               !!          .   .   .    0     !
 1974.1!              *      +                !!       0  .   .   .          !
 1974.2!                 +   *                !!          .   .   .0         !
 1974.3!             *      +                 !!     0    .   .   .          !
 1974.4!              +       *               !!          .   .   .    0     !
 1975.1!      *            +                  !0          .   .   .          !
 1975.2!       * +                            !!          . 0 .   .          !
 1975.3*          +                           !!  0       .   .   .          !
 1975.4!    +  *                              !!          .   .   0          !
 1976.1!      *   +                           !!         0.   .   .          !
 1976.2!     *   +                            !!          0   .   .          !
 1976.3!         +*                           !!          .   .0  .          !
 1976.4!             +                        !!          .   .0  .          !
 1977.1!          *    +                      !!        0 .   .   .          !
 1977.2!          *+                          !!          . 0 .   .          !
 1977.3!            +                         !!          .   .0  .          !
 1977.4!               +   *                  !!          .   .   .0         !
 1978.1!             *     +                  !!       0  .   .   .          !
 1978.2!               +    *                 !!          .   .   . 0        !
 1978.3!                    + *               !!          .   . 0 .          !
 1978.4!                     +*               !!          .   .0  .          !
 1979.1!                     +  *             !!          .   .   0          !
 1979.2!                      *+              !!          .  0.   .          !
 1979.3!             *        +               !!    0     .   .   .          !
 1979.4!                +     *               !!          .   .   .  0       !
 1980.1!              *      +                !!       0  .   .   .          !
 1980.2!           *    +                     !!        0 .   .   .          !
 1980.3!             +  *                     !!          .   .   0          !
 1980.4!                +  *                  !!          .   .  0.          !
 1981.1!                   +      *           !!          .   .   .    0     !
 1981.2!                       *+             !!          .  0.   .          !
 1981.3!                      *+              !!          .  0.   .          !
 1981.4!                      +*              !!          .   .0  .          !
 1982.1!                   *  +               !!          .0  .   .          !
 1982.2!                    +   *             !!          .   .   .0         !
 1982.3!                      * +             !!          . 0 .   .          !
 1982.4!                       + *            !!          .   . 0 .          !
 1983.1!                          +  *        !!          .   .   0          !
 1983.2!                          *  +        !!          0   .   .          !
 1983.3!                           +     *    !!          .   .   . 0        !
 1983.4!                                +*    !!          .   .0  .          !
 1984.1!                                +  *  !!          .   .   0          !
 1984.2!                                *+    !!          . 0 .   .          !
 1984.3!                               + *    !!          .   . 0 .          !
 1984.4!                                +     *!          .   .   .  0       !
 1985.1!                                   *+ !!          .  0.   .          !
 1985.2!                               * +    !!          . 0 .   .          !
 1985.3!                             * +      !!          . 0 .   .          !
 1985.4!                             +      * !!          .   .   .   0      !
 1986.1!                            *    +    !!        0 .   .   .          !
 1986.2!                           +          !!          .   0   .          !
 1986.3!                         * +          !!          . 0 .   .          !
 1986.4!                         *+           !!          .  0.   .          !
 1987.1!                       * +            !!          .0  .   .          !
 1987.2!                       *+             !!          .  0.   .          !
 1987.3!                        +             !!          .   0   .          !
 1987.4!                        +*            !!          .   .0  .          !
 1988.1!                        +             !!          .  0.   .          !
 1988.2!                        +*            !!          .   .0  .          !
 1988.3!                       * +            !!          .0  .   .          !
 1988.4!                       + *            !!          .   . 0 .          !
 1989.1!                       *+             !!          . 0 .   .          !
 1989.2!                       + *            !!          .   . 0 .          !
 1989.3!                      * +             !!          .0  .   .          !
 1989.4!                      +    *          !!          .   .   .  0       !
 1990.1!                      *   +           !!          0   .   .          !
 1990.2!                    +   *             !!          .   .   0          !
 1990.3!                      +     *         !!          .   .   .  0       !
 1990.4!                          +           !!          .   .0  .          !
 1991.1!                        *+            !!          .  0.   .          !
 1991.2!                      +       *       !!          .   .   .    0     !
 1991.3!                           +          !!          .   0   .          !
 1991.4!                         + *          !!          .   .  0.          !
 1992.1!                        * +           !!          . 0 .   .          !
 1992.2!                      +*              !!          .   .0  .          !
 1992.3!                     +   *            !!          .   .   .0         !
 1992.4!                       +*             !!          .   .0  .          !
 1993.1!                       +     *        !!          .   .   . 0        !
 1993.2!                       *    +         !!         0.   .   .          !
 1993.3!                       +*             !!          .   .0  .          !
 1993.4!                        + *           !!          .   .  0.          !
 1994.1!                        +    *        !!          .   .   .0         !
 1994.2!                          +           !!          .  0.   .          !
 1994.3!                        *+            !!          .  0.   .          !
 1994.4!                       +    *         !!          .   .   .0         !
 1995.1!                         *+           !!          .   0   .          !
 1995.2!                        +*            !!          .   .0  .          !
 1995.3!                       +*             !!          .   .0  .          !
 1995.4!                      +  *            !!          .   .  0.          !
 1996.1!                       +*             !!          .   .0  .          !
 1996.2!                      +               !!          .   0   .          !
 1996.3!                    + *               !!          .   . 0 .          !
 1996.4!                     +   *            !!          .   .   .0         !
 1997.1!                       +*             !!          .   0   .          !
 1997.2!                      +  *            !!          .   .   0          !
 1997.3!                        +             !!          .   .0  .          !
 1997.4!                       +  *           !!          .   .   0          !
 1998.1!                      * +             !!          . 0 .   .          !
 1998.2!                    + *               !!          .   . 0 .          !
 1998.3!                    +*                !!          .   . 0 .          !
 1998.4!                    +*                !!          .   . 0 .          !
 1999.1!                    +  *              !!          .   .  0.          !
 1999.2!                     +                !!          .   0   .          !
 1999.3!                    +  *              !!          .   .  0.          !
 1999.4!                      +*              !!          .   0   .          !
 2000.1!                      +               !!          .  0.   .          !
 2000.2!                      +               !!          .   0   .          !
 2000.3!                     *+               !!          .  0.   .          !
 2000.4!                      +*              !!          .   .0  .          !
 2001.1!                      *+              !!          . 0 .   .          !
 2001.2!                      +               !!          .   0   .          !
 2001.3!                     * +              !!          .0  .   .          !
 2001.4!                     *+               !!          .  0.   .          !
 2002.1!                      +*              !!          .   . 0 .          !
 2002.2!                       +              !!          .   0   .          !
 2002.3!                      *+              !!          . 0 .   .          !
 2002.4!                      +*              !!          .   0   .          !
 2003.1!                      +               !!          .   0   .          !
 2003.2!                      +               !!          .   .0  .          !
 2003.3!                     *+               !!          .  0.   .          !
 2003.4!                     +                !!          .   0   .          !
 2004.1!                    *+                !!          .  0.   .          !
 2004.2!                    +                 !!          .   0   .          !
 2004.3!                   * +                !!          . 0 .   .          !
 2004.4!                    +                 !!          .   0   .          !
 2005.1!                    +*                !!          .   .0  .          !
 2005.2!                     +                !!          .   .0  .          !
 2005.3!                     *+               !!          .  0.   .          !
 2005.4!                      +               !!          .   0   .          !
 2006.1!                      +               !!          .   0   .          !
 2006.2!                    * +               !!          . 0 .   .          !
 2006.3!                 *  +                 !!          0   .   .          !
 2006.4!                  + *                 !!          .   .  0.          !
 2007.1!                    +                 !!          .  0.   .          !
 2007.2!                   +*                 !!          .   0   .          !
 2007.3!                    +                 !!          .   .0  .          !
 2007.4!                    +                 !!          .   0   .          !
 2008.1!                   *+                 !!          .  0.   .          !
 2008.2!                   + *                !!          .   . 0 .          !
 2008.3!                  *  +                !!          .0  .   .          !
 2008.4!                    +                 !!          .   0   .          !
 2009.1!                  * +                 !!          .0  .   .          !
 2009.2!                   +*                 !!          .   . 0 .          !
 2009.3!                    +                 !!          .   0   .          !
 2009.4!                    + *               !!          .   . 0 .          !
 2010.1!                  *   +               !!         0.   .   .          !
 2010.2!                  *+                  !!          . 0 .   .          !
 2010.3!                 * +                  !!          .0  .   .          !
 2010.4!                  +                   !!          .   0   .          !
 2011.1!                 * +                  !!          . 0 .   .          !
 2011.2!                 * +                  !!          . 0 .   .          !
 2011.3!                *  +                  !!          .0  .   .          !
 2011.4!                  +                   !!          .  0.   .          !
 2012.1!                *  +                  !!          0   .   .          !
 2012.2!                  +                   !!          .   0   .          !
 2012.3!               *   +                  !!          0   .   .          !
 2012.4!                 *+                   !!          .  0.   .          !


     26.38 percent of the residuals exceed 1 SE
      6.75 percent of the residuals exceed 2 SE
@EQ   759 LAAGRKO C LAGRKO(-1) PGRKO;SMPL 1984.2 2012.4;OLS;EST  759 PLOT=0;EN
@EQ   760 LAAIRKO C LAIRKO(-1) PIRKO;SMPL 1980.3 2012.4;OLS;EST  760 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOKO=POPX$Q/KOPMM;                                                     
 GENR LAAPOKO=LOG(AAPOKO+.00001);                                             
 GENR LAPOKO=LOG(APOKO+.00001);                                               
 LHS AAPOKO=EXP(LAAPOKO)-.00001;                                              
  EQ  761 LAAPOKO C LAPOKO(-1) PPOKO;                                         
EQUATION 716  LAAPOKO  
   RHS     C  LAPOKO(-1)  PPOKO  
 SMPL 1984.3 2012.4;                                                          
Sample period is now  1984.3 to  2012.4 Internally:   131 to   244
 OLS;EST  716 PLOT=0;END;                                                     

Equation number =  716
**********************

Dependent variable = LAAPOKO 

 1984.3 -   2012.4,    0 missing obs.,  114 obs. used.

Mean of dependent variable       -8.374853383

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -4.058242359       0.686007232  -5.91574     1.000000
12557 LAPOKO  ( -1)       0.176367266       0.087485976   2.01595    -8.389858
12555 PPOKO   (  0)      -2.282775066       0.458568461  -4.97805     1.242748

SE of equation            =     0.525704083
Sum of squared residuals  =  30.6764909      -0.134061651E-10
Average absolute error    =     0.369602229
Sum of ABS residuals      =  42.1346542    
R squared                 =   0.30777
Durbin-Watson statistic   =   2.28190
SMPL and No. Obs.         = 1984.3   2012.4    114

Plot of actual(*) and fitted(+) values and residuals(0)


 1984.3!        *         +                   !!        0  .  .  .           !
 1984.4!                   +       *          !!           .  .  . 0         !
 1985.1!                      +  *            !!           .  . 0.           !
 1985.2!                     +                *!           .  .  .      0    !
 1985.3*                        +             !0           .  .  .           !
 1985.4!                  +             *     !!           .  .  .     0     !
 1986.1!                      * +             !!           . 0.  .           !
 1986.2!                    +        *        !!           .  .  . 0         !
 1986.3!                      +    *          !!           .  .  0           !
 1986.4!                        +       *     !!           .  .  . 0         !
 1987.1!                     *   +            !!           0  .  .           !
 1987.2!                        +   *         !!           .  . 0.           !
 1987.3!                        +      *      !!           .  .  .0          !
 1987.4!                          +       *   !!           .  .  . 0         !
 1988.1!               *         +            !!        0  .  .  .           !
 1988.2!                      +   *           !!           .  . 0.           !
 1988.3!                       +       *      !!           .  .  . 0         !
 1988.4!                         +      *     !!           .  .  .0          !
 1989.1!                        + *           !!           .  .0 .           !
 1989.2!                       + *            !!           .  .0 .           !
 1989.3!                       + *            !!           .  .0 .           !
 1989.4!                     + *              !!           .  .0 .           !
 1990.1!                    *  +              !!           .0 .  .           !
 1990.2!                +    *                !!           .  .  0           !
 1990.3!                    +                 !!           .  0  .           !
 1990.4!                        +       *     !!           .  .  . 0         !
 1991.1!                         *+           !!           . 0.  .           !
 1991.2!                   +       *          !!           .  .  . 0         !
 1991.3!                    * +               !!           . 0.  .           !
 1991.4!                    +      *          !!           .  .  .0          !
 1992.1!                        +     *       !!           .  .  .0          !
 1992.2!                    +*                !!           .  0  .           !
 1992.3!                 *  +                 !!           . 0.  .           !
 1992.4!            *     +                   !!          0.  .  .           !
 1993.1!                 +*                   !!           .  .0 .           !
 1993.2!               *      +               !!          0.  .  .           !
 1993.3!                +    *                !!           .  .  0           !
 1993.4!                *+                    !!           .  0  .           !
 1994.1!              +*                      !!           .  0  .           !
 1994.2!                + *                   !!           .  . 0.           !
 1994.3!                   +                  !!           .  0  .           !
 1994.4!                    +                 !!           .  0  .           !
 1995.1!                   +*                 !!           .  0  .           !
 1995.2!                    +  *              !!           .  .0 .           !
 1995.3!                    + *               !!           .  .0 .           !
 1995.4!                    +*                !!           .  0  .           !
 1996.1!                   +*                 !!           .  .0 .           !
 1996.2!                 +    *               !!           .  .  0           !
 1996.3!                  + *                 !!           .  .0 .           !
 1996.4!                  +  *                !!           .  .0 .           !
 1997.1!                 +                    !!           .  0  .           !
 1997.2!               +     *                !!           .  .  .0          !
 1997.3!                + *                   !!           .  .0 .           !
 1997.4!               +*                     !!           .  0  .           !
 1998.1!          *   +                       !!           .0 .  .           !
 1998.2!          + *                         !!           .  .0 .           !
 1998.3!          + *                         !!           .  .0 .           !
 1998.4!           +                          !!           .  0  .           !
 1999.1!           +           *              !!           .  .  .   0       !
 1999.2!            +                         !!           .  0  .           !
 1999.3!            *+                        !!           . 0.  .           !
 1999.4!             *  +                     !!           .0 .  .           !
 2000.1!          *     +                     !!          0.  .  .           !
 2000.2!          *   +                       !!           .0 .  .           !
 2000.3!         *    +                       !!           0  .  .           !
 2000.4!              +   *                   !!           .  . 0.           !
 2001.1!         *     +                      !!          0.  .  .           !
 2001.2!       *     +                        !!           0  .  .           !
 2001.3!             +     *                  !!           .  .  .0          !
 2001.4!          *    +                      !!           0  .  .           !
 2002.1!           +   *                      !!           .  . 0.           !
 2002.2!             *+                       !!           . 0.  .           !
 2002.3!             * +                      !!           . 0.  .           !
 2002.4!                +                     !!           .  0  .           !
 2003.1!               * +                    !!           . 0.  .           !
 2003.2!                 +*                   !!           .  .0 .           !
 2003.3!             *  +                     !!           .0 .  .           !
 2003.4!              *  +                    !!           . 0.  .           !
 2004.1!                 + *                  !!           .  .0 .           !
 2004.2!                  +*                  !!           .  .0 .           !
 2004.3!                *  +                  !!           .0 .  .           !
 2004.4!            *      +                  !!          0.  .  .           !
 2005.1!              *   +                   !!           0  .  .           !
 2005.2!            *     +                   !!           0  .  .           !
 2005.3!             *    +                   !!           0  .  .           !
 2005.4!               *  +                   !!           .0 .  .           !
 2006.1!                 *+                   !!           . 0.  .           !
 2006.2!              *    +                  !!           0  .  .           !
 2006.3!                 * +                  !!           . 0.  .           !
 2006.4!                   +                  !!           .  0  .           !
 2007.1!                   +                  !!           .  0  .           !
 2007.2!                  *+                  !!           .  0  .           !
 2007.3!                   +*                 !!           .  0  .           !
 2007.4!                   * +                !!           . 0.  .           !
 2008.1!                *    +                !!           0  .  .           !
 2008.2!                *   +                 !!           .0 .  .           !
 2008.3!                  *  +                !!           . 0.  .           !
 2008.4!                    +                 !!           .  0  .           !
 2009.1!             *    +                   !!           0  .  .           !
 2009.2!                 +                    !!           .  0  .           !
 2009.3!                  *+                  !!           . 0.  .           !
 2009.4!                    +                 !!           .  0  .           !
 2010.1!                  *  +                !!           .0 .  .           !
 2010.2!                *  +                  !!           .0 .  .           !
 2010.3!                *   +                 !!           .0 .  .           !
 2010.4!               *    +                 !!           0  .  .           !
 2011.1!                *   +                 !!           0  .  .           !
 2011.2!               *    +                 !!           0  .  .           !
 2011.3!                *   +                 !!           0  .  .           !
 2011.4!                   *+                 !!           .  0  .           !
 2012.1!                 *  +                 !!           .0 .  .           !
 2012.2!                   *+                 !!           .  0  .           !
 2012.3!                   +*                 !!           .  0  .           !
 2012.4!                     +                !!           .  0  .           !


     22.81 percent of the residuals exceed 1 SE
      3.51 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPKO=SPPX$Q/KOPMM;                                                     
 GENR LAASPKO=LOG(AASPKO+.00001);                                             
 GENR LASPKO=LOG(ASPKO+.00001);                                               
 LHS AASPKO=EXP(LAASPKO)-.00001;                                              
  EQ  762 LAASPKO C LASPKO(-1) PSPKO;                                         
EQUATION 717  LAASPKO  
   RHS     C  LASPKO(-1)  PSPKO  
 SMPL 1976.4 2012.4;                                                          
Sample period is now  1976.4 to  2012.4 Internally:   100 to   244
 OLS;EST  717 PLOT=0;END;                                                     

Equation number =  717
**********************

Dependent variable = LAASPKO 

 1976.4 -   2012.4,    0 missing obs.,  145 obs. used.

Mean of dependent variable       -6.082629086

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.124193704       0.334974490  -3.35606     1.000000
12560 LASPKO  ( -1)       0.809044681       0.050561291  16.00127    -6.090409
12558 PSPKO   (  0)      -0.026490094       0.175899975  -0.15060     1.171109

SE of equation            =     0.324125518
Sum of squared residuals  =  14.9181439       0.719202475E-10
Average absolute error    =     0.223271673
Sum of ABS residuals      =  32.3743926    
R squared                 =   0.65375
Durbin-Watson statistic   =   2.10785
SMPL and No. Obs.         = 1976.4   2012.4    145

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.4!    *           +                     !!0         .   .   .          !
 1977.1!*      +                              !!      0   .   .   .          !
 1977.2*    +                                 !!         0.   .   .          !
 1977.3!*  +                                  !!          0   .   .          !
 1977.4!    + *                               !!          .   .  0.          !
 1978.1!     *   +                            !!         0.   .   .          !
 1978.2!     *  +                             !!          0   .   .          !
 1978.3!        +     *                       !!          .   .   .  0       !
 1978.4!               +*                     !!          .   .0  .          !
 1979.1!       *         +                    !!   0      .   .   .          !
 1979.2!         +  *                         !!          .   . 0 .          !
 1979.3!             +    *                   !!          .   .   .0         !
 1979.4!            *     +                   !!       0  .   .   .          !
 1980.1!             +  *                     !!          .   . 0 .          !
 1980.2!              *  +                    !!          .0  .   .          !
 1980.3!               + *                    !!          .   . 0 .          !
 1980.4!           *      +                   !!       0  .   .   .          !
 1981.1!             +       *                !!          .   .   .   0      !
 1981.2!                     +   *            !!          .   .   0          !
 1981.3!                    *   +             !!          0   .   .          !
 1981.4!            *       +                 !!     0    .   .   .          !
 1982.1!     *        +                       !!     0    .   .   .          !
 1982.2!        +       *                     !!          .   .   .    0     !
 1982.3!                 +                    !!          .   0   .          !
 1982.4!            *     +                   !!        0 .   .   .          !
 1983.1!            * +                       !!          .  0.   .          !
 1983.2!              +      *                !!          .   .   .  0       !
 1983.3!              *      +                !!       0  .   .   .          !
 1983.4!                +   *                 !!          .   .   .0         !
 1984.1!                     +   *            !!          .   .   .0         !
 1984.2!                       *+             !!          .  0.   .          !
 1984.3!                       +*             !!          .   .0  .          !
 1984.4!                       +              !!          .  0.   .          !
 1985.1!                     *+               !!          . 0 .   .          !
 1985.2!                     +*               !!          .   .0  .          !
 1985.3!                      +    *          !!          .   .   .0         !
 1985.4!                    *     +           !!        0 .   .   .          !
 1986.1!                   * +                !!          .  0.   .          !
 1986.2!                    +*                !!          .   .0  .          !
 1986.3!                    *+                !!          .  0.   .          !
 1986.4!                    *+                !!          .  0.   .          !
 1987.1!                   *+                 !!          .  0.   .          !
 1987.2!                    +   *             !!          .   .   0          !
 1987.3!                      *+              !!          .  0.   .          !
 1987.4!                      +*              !!          .   .0  .          !
 1988.1!                    *  +              !!          0   .   .          !
 1988.2!                    + *               !!          .   . 0 .          !
 1988.3!                      + *             !!          .   . 0 .          !
 1988.4!                    *  +              !!          0   .   .          !
 1989.1!                    +  *              !!          .   .  0.          !
 1989.2!                       +              !!          .   .0  .          !
 1989.3!                   *   +              !!          0   .   .          !
 1989.4!                   *+                 !!          .  0.   .          !
 1990.1!               *    +                 !!         0.   .   .          !
 1990.2!                +    *                !!          .   .   .0         !
 1990.3!                     +    *           !!          .   .   . 0        !
 1990.4!                         +*           !!          .   .0  .          !
 1991.1!                       * +            !!          . 0 .   .          !
 1991.2!                      +   *           !!          .   .   0          !
 1991.3!                         + *          !!          .   . 0 .          !
 1991.4!                          +           *!          .   .   .        0 !
 1992.1!                     *             +  !0          .   .   .          !
 1992.2!                     +*               !!          .   .0  .          !
 1992.3!                     +*               !!          .   .0  .          !
 1992.4!                      +   *           !!          .   .   0          !
 1993.1!                         +            !!          .   0   .          !
 1993.2!                        +  *          !!          .   .  0.          !
 1993.3!                          +   *       !!          .   .   .0         !
 1993.4!                            +    *    !!          .   .   0          !
 1994.1!                              +       *!          .   .   .   0      !
 1994.2!                               *   +  !!          0   .   .          !
 1994.3!                             +*       !!          .   . 0 .          !
 1994.4!                             +*       !!          .   .0  .          !
 1995.1!                          * +         !!          .0  .   .          !
 1995.2!                         +*           !!          .   .0  .          !
 1995.3!                         +    *       !!          .   .   .0         !
 1995.4!                            +         !!          .   0   .          !
 1996.1!                          +           !!          .   0   .          !
 1996.2!                         +    *       !!          .   .   .0         !
 1996.3!                            +  *      !!          .   .  0.          !
 1996.4!                             +        !!          .   0   .          !
 1997.1!                       *    +         !!         0.   .   .          !
 1997.2!                       +   *          !!          .   .   .0         !
 1997.3!                          +  *        !!          .   .  0.          !
 1997.4!                         * +          !!          . 0 .   .          !
 1998.1!              *          +            !!   0      .   .   .          !
 1998.2!               +*                     !!          .   .0  .          !
 1998.3!                *+                    !!          .  0.   .          !
 1998.4!                 +*                   !!          .   .0  .          !
 1999.1!                * +                   !!          .0  .   .          !
 1999.2!                 +  *                 !!          .   .   0          !
 1999.3!                    +*                !!          .   .0  .          !
 1999.4!                     +                !!          .   0   .          !
 2000.1!                    *+                !!          .  0.   .          !
 2000.2!                    +                 !!          .   0   .          !
 2000.3!                    +*                !!          .   .0  .          !
 2000.4!                    *+                !!          .  0.   .          !
 2001.1!                    +                 !!          .   0   .          !
 2001.2!                    +  *              !!          .   .  0.          !
 2001.3!                       +              !!          .   0   .          !
 2001.4!                      +               !!          .   0   .          !
 2002.1!                      + *             !!          .   . 0 .          !
 2002.2!                       +*             !!          .   .0  .          !
 2002.3!                       *+             !!          .  0.   .          !
 2002.4!                       +              !!          .   0   .          !
 2003.1!                      *+              !!          .  0.   .          !
 2003.2!                      +               !!          .   0   .          !
 2003.3!                    * +               !!          . 0 .   .          !
 2003.4!                    + *               !!          .   . 0 .          !
 2004.1!                     *+               !!          .  0.   .          !
 2004.2!                    *+                !!          .  0.   .          !
 2004.3!                    *+                !!          .  0.   .          !
 2004.4!                    +*                !!          .   .0  .          !
 2005.1!                    *+                !!          .  0.   .          !
 2005.2!                    +                 !!          .   0   .          !
 2005.3!                     +                !!          .   0   .          !
 2005.4!                     +*               !!          .   .0  .          !
 2006.1!                      +               !!          .   0   .          !
 2006.2!                      +               !!          .   0   .          !
 2006.3!                     *+               !!          .   0   .          !
 2006.4!                     +*               !!          .   .0  .          !
 2007.1!                     *+               !!          .  0.   .          !
 2007.2!                    *+                !!          .  0.   .          !
 2007.3!                    +*                !!          .   0   .          !
 2007.4!                     +                !!          .   0   .          !
 2008.1!                    *+                !!          .  0.   .          !
 2008.2!                   *+                 !!          .  0.   .          !
 2008.3!                   + *                !!          .   .0  .          !
 2008.4!                     +                !!          .   0   .          !
 2009.1!                     +    *           !!          .   .   . 0        !
 2009.2!                      *  +            !!          0   .   .          !
 2009.3!                    * +               !!          . 0 .   .          !
 2009.4!                    +*                !!          .   . 0 .          !
 2010.1!                     +                !!          .  0.   .          !
 2010.2!                     + *              !!          .   . 0 .          !
 2010.3!                      +               !!          .   0   .          !
 2010.4!                      +               !!          .   0   .          !
 2011.1!                      +*              !!          .   .0  .          !
 2011.2!                    * +               !!          . 0 .   .          !
 2011.3!                    + *               !!          .   . 0 .          !
 2011.4!                      +*              !!          .   .0  .          !
 2012.1!                      +*              !!          .   .0  .          !
 2012.2!                       +*             !!          .   .0  .          !
 2012.3!                       + *            !!          .   . 0 .          !
 2012.4!                        +   *         !!          .   .   .0         !


     26.90 percent of the residuals exceed 1 SE
      5.52 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNZKO=NZPX$Q/KOPMM;                                                     
 GENR LAANZKO=LOG(AANZKO+.00001);                                             
 GENR LANZKO=LOG(ANZKO+.00001);                                               
 LHS AANZKO=EXP(LAANZKO)-.00001;                                              
  EQ  763 LAANZKO C LANZKO(-1) PNZKO;                                         
EQUATION 718  LAANZKO  
   RHS     C  LANZKO(-1)  PNZKO  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  718 PLOT=0;END;                                                     

Equation number =  718
**********************

Dependent variable = LAANZKO 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -5.481637913

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.179989437       0.269831267  -4.37306     1.000000
12563 LANZKO  ( -1)       0.721767731       0.057993387  12.44569    -5.483005
12561 PNZKO   (  0)      -0.310836295       0.171554793  -1.81188     1.107311

SE of equation            =     0.295769579
Sum of squared residuals  =  13.9092634      -0.325819371E-10
Average absolute error    =     0.204649680
Sum of ABS residuals      =  33.1532481    
R squared                 =   0.61733
Durbin-Watson statistic   =   2.35146
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3*                +                     !0          .   .   .          !
 1972.4!      +  *                            !!          .   .  0.          !
 1973.1!*           +                         !!   0      .   .   .          !
 1973.2!    +             *                   !!          .   .   .        0 !
 1973.3!              *  +                    !!          .0  .   .          !
 1973.4! *             +                      !!  0       .   .   .          !
 1974.1!     +        *                       !!          .   .   .   0      !
 1974.2!                +                     !!          .   0   .          !
 1974.3!         *       +                    !!       0  .   .   .          !
 1974.4!     *       +                        !!       0  .   .   .          !
 1975.1!*         +                           !!     0    .   .   .          !
 1975.2!    * +                               !!          . 0 .   .          !
 1975.3!     *    +                           !!          0   .   .          !
 1975.4!          +             *             !!          .   .   .        0 !
 1976.1!          *            +              !!  0       .   .   .          !
 1976.2!             +                        !!          .   0   .          !
 1976.3!                +   *                 !!          .   .   0          !
 1976.4!                 *   +                !!          0   .   .          !
 1977.1!                *  +                  !!          . 0 .   .          !
 1977.2!                 +   *                !!          .   .  0.          !
 1977.3!                     +                !!          .   0   .          !
 1977.4!                    *+                !!          . 0 .   .          !
 1978.1!                    + *               !!          .   .0  .          !
 1978.2!                      +               !!          .   0   .          !
 1978.3!                      +  *            !!          .   . 0 .          !
 1978.4!                        +             !!          .   0   .          !
 1979.1!                       +*             !!          .   .0  .          !
 1979.2!                       +*             !!          .   .0  .          !
 1979.3!                    *   +             !!          .0  .   .          !
 1979.4!                    *+                !!          .  0.   .          !
 1980.1!                     +                !!          .   0   .          !
 1980.2!                     +  *             !!          .   . 0 .          !
 1980.3!                *      +              !!        0 .   .   .          !
 1980.4!                *+                    !!          .  0.   .          !
 1981.1!                 + *                  !!          .   . 0 .          !
 1981.2!                   *+                 !!          .   0   .          !
 1981.3!                    +      *          !!          .   .   . 0        !
 1981.4!                         +*           !!          .   0   .          !
 1982.1!                    *   +             !!          0   .   .          !
 1982.2!                    +    *            !!          .   .   0          !
 1982.3!                    *   +             !!          0   .   .          !
 1982.4!                  *  +                !!          . 0 .   .          !
 1983.1!                    +     *           !!          .   .   . 0        !
 1983.2!                          +   *       !!          .   .  0.          !
 1983.3!                             +        !!          .   0   .          !
 1983.4!                            +         !!          .  0.   .          !
 1984.1!                           + *        !!          .   . 0 .          !
 1984.2!                            +         *!          .   .   .    0     !
 1984.3!                            *      +  !!       0  .   .   .          !
 1984.4!                            +*        !!          .   .0  .          !
 1985.1!                             +        !!          .   0   .          !
 1985.2!                             +*       !!          .   . 0 .          !
 1985.3!                     *        +       !!       0  .   .   .          !
 1985.4!                       +*             !!          .   .0  .          !
 1986.1!                       * +            !!          . 0 .   .          !
 1986.2!                   *    +             !!          0   .   .          !
 1986.3!                     +      *         !!          .   .   . 0        !
 1986.4!                      *     +         !!         0.   .   .          !
 1987.1!                        +   *         !!          .   .   0          !
 1987.2!                            +*        !!          .   .0  .          !
 1987.3!                          * +         !!          . 0 .   .          !
 1987.4!                        * +           !!          . 0 .   .          !
 1988.1!                        +  *          !!          .   .  0.          !
 1988.2!                          +  *        !!          .   . 0 .          !
 1988.3!                        *   +         !!          .0  .   .          !
 1988.4!                       *+             !!          .   0   .          !
 1989.1!                       +         *    !!          .   .   .   0      !
 1989.2!                              +   *   !!          .   .  0.          !
 1989.3!                       *       +      !!       0  .   .   .          !
 1989.4!                      *+              !!          .  0.   .          !
 1990.1!                      +      *        !!          .   .   . 0        !
 1990.2!                           + *        !!          .   . 0 .          !
 1990.3!                            +   *     !!          .   .   0          !
 1990.4!                              +   *   !!          .   .  0.          !
 1991.1!                              * +     !!          . 0 .   .          !
 1991.2!                            +   *     !!          .   .  0.          !
 1991.3!                              +       !!          .   0   .          !
 1991.4!                            + *       !!          .   . 0 .          !
 1992.1!                             + *      !!          .   .0  .          !
 1992.2!                             +   *    !!          .   .   0          !
 1992.3!                             * +      !!          . 0 .   .          !
 1992.4!                           +          !!          .   0   .          !
 1993.1!                          +       *   !!          .   .   .  0       !
 1993.2!                               +   *  !!          .   .  0.          !
 1993.3!                               +      !!          .   0   .          !
 1993.4!                         *  +         !!          .0  .   .          !
 1994.1!                        +   *         !!          .   .   0          !
 1994.2!                           +      *   !!          .   .   .  0       !
 1994.3!                              *+      !!          .  0.   .          !
 1994.4!                          * +         !!          . 0 .   .          !
 1995.1!                         +    *       !!          .   .   0          !
 1995.2!                            + *       !!          .   . 0 .          !
 1995.3!                            +         !!          .   0   .          !
 1995.4!                          +*          !!          .   0   .          !
 1996.1!                         + *          !!          .   . 0 .          !
 1996.2!                          +           !!          .   .0  .          !
 1996.3!                         +            !!          .   0   .          !
 1996.4!                        +             !!          .   0   .          !
 1997.1!                       +  *           !!          .   . 0 .          !
 1997.2!                        +  *          !!          .   .  0.          !
 1997.3!                      *   +           !!          .0  .   .          !
 1997.4!                      +   *           !!          .   .  0.          !
 1998.1!                   *     +            !!         0.   .   .          !
 1998.2!                    + *               !!          .   . 0 .          !
 1998.3!                      +    *          !!          .   .   .0         !
 1998.4!                          +           !!          .   .0  .          !
 1999.1!                         +*           !!          .   .0  .          !
 1999.2!                         +            !!          .   0   .          !
 1999.3!                        + *           !!          .   . 0 .          !
 1999.4!                          +           !!          .   .0  .          !
 2000.1!                        * +           !!          .  0.   .          !
 2000.2!                        +*            !!          .   .0  .          !
 2000.3!                        +*            !!          .   .0  .          !
 2000.4!                       * +            !!          . 0 .   .          !
 2001.1!                       +              !!          .   .0  .          !
 2001.2!                       +   *          !!          .   .  0.          !
 2001.3!                         +*           !!          .   .0  .          !
 2001.4!                         + *          !!          .   . 0 .          !
 2002.1!                         +*           !!          .   .0  .          !
 2002.2!                         + *          !!          .   .0  .          !
 2002.3!                         *+           !!          .  0.   .          !
 2002.4!                        *+            !!          .   0   .          !
 2003.1!                        +             !!          .   0   .          !
 2003.2!                       +              !!          .  0.   .          !
 2003.3!                  *   +               !!          0   .   .          !
 2003.4!                   + *                !!          .   . 0 .          !
 2004.1!                     +  *             !!          .   .  0.          !
 2004.2!                       + *            !!          .   .0  .          !
 2004.3!                   *    +             !!          0   .   .          !
 2004.4!                    +                 !!          .   0   .          !
 2005.1!                    +*                !!          .   .0  .          !
 2005.2!                    *+                !!          .   0   .          !
 2005.3!                  * +                 !!          . 0 .   .          !
 2005.4!                  *+                  !!          .  0.   .          !
 2006.1!                   +                  !!          .   0   .          !
 2006.2!                   + *                !!          .   . 0 .          !
 2006.3!                    *+                !!          .  0.   .          !
 2006.4!                  * +                 !!          . 0 .   .          !
 2007.1!                   +*                 !!          .   .0  .          !
 2007.2!                   *+                 !!          .  0.   .          !
 2007.3!               *   +                  !!          0   .   .          !
 2007.4!                + *                   !!          .   . 0 .          !
 2008.1!                  +                   !!          .   0   .          !
 2008.2!                * +                   !!          . 0 .   .          !
 2008.3!            *    +                    !!          0   .   .          !
 2008.4!             *+                       !!          .  0.   .          !
 2009.1!                +                     !!          .   0   .          !
 2009.2!                 +   *                !!          .   .  0.          !
 2009.3!                 *   +                !!          0   .   .          !
 2009.4!                *  +                  !!          . 0 .   .          !
 2010.1!                *+                    !!          .  0.   .          !
 2010.2!                 +*                   !!          .   .0  .          !
 2010.3!               *   +                  !!          .0  .   .          !
 2010.4!               *+                     !!          .  0.   .          !
 2011.1!                +                     !!          .   .0  .          !
 2011.2!                 +*                   !!          .   .0  .          !
 2011.3!              *   +                   !!          .0  .   .          !
 2011.4!               +                      !!          .   0   .          !
 2012.1!              * +                     !!          .  0.   .          !
 2012.2!               + *                    !!          .   . 0 .          !
 2012.3!                 *+                   !!          .  0.   .          !
 2012.4!                * +                   !!          .  0.   .          !


     20.37 percent of the residuals exceed 1 SE
      6.17 percent of the residuals exceed 2 SE
@@EQ  764 LAASAKO C LASAKO(-1) PSAKO;SMPL 1993.4 2012.4;OLS;EST  764 PLOT=0;EN
@@EQ  765 LAAVEKO C LAVEKO(-1) PVEKO;SMPL 2012.3 2012.4;OLS;EST  765 PLOT=0;EN
@@EQ  766 LAACOKO C LACOKO(-1) PCOKO;SMPL 1991.3 2012.4;OLS;EST  766 PLOT=0;EN
@@EQ  767 LAAJOKO C LAJOKO(-1) PJOKO;SMPL 1991.3 2012.4;OLS;EST  767 PLOT=0;EN
@@EQ  768 LAASYKO C LASYKO(-1) PSYKO;SMPL 2000.3 2012.4;OLS;EST  768 PLOT=0;EN
@EQ   769 LAAIDKO C LAIDKO(-1) PIDKO;SMPL 1973.4 2012.4;OLS;EST  769 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAKO=MAPX$Q/KOPMM;                                                     
 GENR LAAMAKO=LOG(AAMAKO+.00001);                                             
 GENR LAMAKO=LOG(AMAKO+.00001);                                               
 LHS AAMAKO=EXP(LAAMAKO)-.00001;                                              
  EQ  770 LAAMAKO C LAMAKO(-1) PMAKO;                                         
EQUATION 719  LAAMAKO  
   RHS     C  LAMAKO(-1)  PMAKO  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST  719 PLOT=0;END;                                                     

Equation number =  719
**********************

Dependent variable = LAAMAKO 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -3.987555173

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.477749936       0.129484061  -3.68964     1.000000
12566 LAMAKO  ( -1)       0.824440535       0.044533797  18.51269    -3.989509
12564 PMAKO   (  0)      -0.171590023       0.061254194  -2.80128     1.286160

SE of equation            =     0.185459188
Sum of squared residuals  =  6.15672476      -0.159299240E-10
Average absolute error    =     0.141453021
Sum of ABS residuals      =  25.7444498    
R squared                 =   0.84888
Durbin-Watson statistic   =   2.28559
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3!                        * +           !!         . 0  .    .         !
 1967.4!                         + *          !!         .    .   0.         !
 1968.1!                            +         !!         .   0.    .         !
 1968.2!                            + *       !!         .    . 0  .         !
 1968.3!                              +*      !!         .    .0   .         !
 1968.4!                               +      !!         .   0.    .         !
 1969.1!                               +      !!         .   0.    .         !
 1969.2!                         *     +      !!     0   .    .    .         !
 1969.3!                           +          !!         .    0    .         !
 1969.4!                    *       +         !! 0       .    .    .         !
 1970.1!                      +     *         !!         .    .    .    0    !
 1970.2!                           *+         !!         .   0.    .         !
 1970.3!                           +          !!         .    0    .         !
 1970.4!                            +    *    !!         .    .    .  0      !
 1971.1!                            *   +     !!        0.    .    .         !
 1971.2!                           *+         !!         .  0 .    .         !
 1971.3!                          *+          !!         .  0 .    .         !
 1971.4!                        * +           !!         .0   .    .         !
 1972.1!                  *      +            !!   0     .    .    .         !
 1972.2!                   *+                 !!         . 0  .    .         !
 1972.3!                   * +                !!         .  0 .    .         !
 1972.4!                      +*              !!         .    . 0  .         !
 1973.1!                 *      +             !!   0     .    .    .         !
 1973.2!                  +*                  !!         .    .0   .         !
 1973.3!                   +*                 !!         .    .0   .         !
 1973.4!                  * +                 !!         .0   .    .         !
 1974.1!                + *                   !!         .    .  0 .         !
 1974.2!         *        +                   !0         .    .    .         !
 1974.3!        * +                           !!         . 0  .    .         !
 1974.4*        +                             !0         .    .    .         !
 1975.1! +                                    !!         .    .0   .         !
 1975.2!    +   *                             !!         .    .    .0        !
 1975.3!       *  +                           !!         0    .    .         !
 1975.4!         +    *                       !!         .    .    .  0      !
 1976.1!        *      +                      !!  0      .    .    .         !
 1976.2!          +  *                        !!         .    .    0         !
 1976.3!              +    *                  !!         .    .    . 0       !
 1976.4!                  *+                  !!         . 0  .    .         !
 1977.1!           *      +                   !!  0      .    .    .         !
 1977.2!      *    +                          !!     0   .    .    .         !
 1977.3!     *+                               !!         .  0 .    .         !
 1977.4!       +                              !!         .   0.    .         !
 1978.1!       * +                            !!         . 0  .    .         !
 1978.2!     *   +                            !!        0.    .    .         !
 1978.3!    *   +                             !!        0.    .    .         !
 1978.4!       + *                            !!         .    .  0 .         !
 1979.1!          +  *                        !!         .    .    0         !
 1979.2!           *  +                       !!         .0   .    .         !
 1979.3!     *      +                         !!  0      .    .    .         !
 1979.4!       +        *                     !!         .    .    .         0
 1980.1!               *+                     !!         .   0.    .         !
 1980.2!           *   +                      !!       0 .    .    .         !
 1980.3!           + *                        !!         .    .  0 .         !
 1980.4!             +   *                    !!         .    .    .0        !
 1981.1!                 +  *                 !!         .    .    0         !
 1981.2!                   +   *              !!         .    .    . 0       !
 1981.3!                    * +               !!         . 0  .    .         !
 1981.4!                    +    *            !!         .    .    .   0     !
 1982.1!                      * +             !!         .  0 .    .         !
 1982.2!                     +   *            !!         .    .    .0        !
 1982.3!                     *  +             !!        0.    .    .         !
 1982.4!                    +       *         !!         .    .    .       0 !
 1983.1!                           +  *       !!         .    .    0         !
 1983.2!                             +       *!!         .    .    .      0  !
 1983.3!                                   +  !!         .    .0   .         !
 1983.4!                                 +    !!         .    0    .         !
 1984.1!                               +*     !!         .    . 0  .         !
 1984.2!                             *+       !!         .   0.    .         !
 1984.3!                            +   *     !!         .    .    . 0       !
 1984.4!                               +     *!!         .    .    .     0   !
 1985.1!                                   + *!!         .    .  0 .         !
 1985.2!                                 *+   !!         .   0.    .         !
 1985.3!                                +    *!!         .    .    .   0     !
 1985.4!                                   +  *!         .    .   0.         !
 1986.1!                                   * +!!         . 0  .    .         !
 1986.2!                                  +*  !!         .    .0   .         !
 1986.3!                                   +* !!         .    . 0  .         !
 1986.4!                                    + *!         .    .   0.         !
 1987.1!                                    *+!!         .    0    .         !
 1987.2!                                   *+ !!         .   0.    .         !
 1987.3!                                *  +  !!         .0   .    .         !
 1987.4!                                +  *  !!         .    .    0         !
 1988.1!                                  +   !!         .    0    .         !
 1988.2!                              *   +   !!        0.    .    .         !
 1988.3!                              +*      !!         .    . 0  .         !
 1988.4!                                +     !!         .    .0   .         !
 1989.1!                                +  *  !!         .    .   0.         !
 1989.2!                                   +* !!         .    .  0 .         !
 1989.3!                               *    + !!      0  .    .    .         !
 1989.4!                               +   *  !!         .    .    . 0       !
 1990.1!                               *   +  !!       0 .    .    .         !
 1990.2!                               +    * !!         .    .    .  0      !
 1990.3!                                   +  !!         .   0.    .         !
 1990.4!                                  + * !!         .    . 0  .         !
 1991.1!                             *     +  !!    0    .    .    .         !
 1991.2!                              + *     !!         .    .   0.         !
 1991.3!                                +*    !!         .    . 0  .         !
 1991.4!                                 +    *!         .    .    . 0       !
 1992.1!                               *     +!!    0    .    .    .         !
 1992.2!                              *+      !!         .    0    .         !
 1992.3!                             *+       !!         .  0 .    .         !
 1992.4!                             +  *     !!         .    .   0.         !
 1993.1!                                +  *  !!         .    .    .0        !
 1993.2!                                *  +  !!         0    .    .         !
 1993.3!                            *   +     !!        0.    .    .         !
 1993.4!                            + *       !!         .    .  0 .         !
 1994.1!                           *  +       !!         .0   .    .         !
 1994.2!                            +         !!         .    0    .         !
 1994.3!                           *+         !!         .   0.    .         !
 1994.4!                          *+          !!         . 0  .    .         !
 1995.1!                      *   +           !!        0.    .    .         !
 1995.2!                       +              !!         .    0    .         !
 1995.3!                        +             !!         .    0    .         !
 1995.4!                         +*           !!         .    . 0  .         !
 1996.1!                          +           !!         .   0.    .         !
 1996.2!                         *+           !!         .  0 .    .         !
 1996.3!                     *   +            !!        0.    .    .         !
 1996.4!                      +     *         !!         .    .    .    0    !
 1997.1!                           *+         !!         .  0 .    .         !
 1997.2!                         * +          !!         . 0  .    .         !
 1997.3!                         +            !!         .    0    .         !
 1997.4!                          +    *      !!         .    .    .  0      !
 1998.1!                             *+       !!         .   0.    .         !
 1998.2!                            *+        !!         .  0 .    .         !
 1998.3!                     *     +          !!     0   .    .    .         !
 1998.4!                      +    *          !!         .    .    .   0     !
 1999.1!                         * +          !!         .  0 .    .         !
 1999.2!                         +  *         !!         .    .    0         !
 1999.3!                           +*         !!         .    .0   .         !
 1999.4!                            +    *    !!         .    .    .  0      !
 2000.1!                               *+     !!         .  0 .    .         !
 2000.2!                             *+       !!         .   0.    .         !
 2000.3!                             +*       !!         .    .0   .         !
 2000.4!                             +        !!         .    0    .         !
 2001.1!                            + *       !!         .    .  0 .         !
 2001.2!                             +        !!         .   0.    .         !
 2001.3!                            +*        !!         .    .0   .         !
 2001.4!                           *+         !!         .  0 .    .         !
 2002.1!                          + *         !!         .    .   0.         !
 2002.2!                           *+         !!         .   0.    .         !
 2002.3!                           +*         !!         .    .0   .         !
 2002.4!                           +  *       !!         .    .   0.         !
 2003.1!                           * +        !!         . 0  .    .         !
 2003.2!                         * +          !!         . 0  .    .         !
 2003.3!                       * +            !!         .0   .    .         !
 2003.4!                       +   *          !!         .    .    .0        !
 2004.1!                           +  *       !!         .    .    0         !
 2004.2!                             +        !!         .   0.    .         !
 2004.3!                            +*        !!         .    0    .         !
 2004.4!                             + *      !!         .    .   0.         !
 2005.1!                               +      !!         .    0    .         !
 2005.2!                             *+       !!         .  0 .    .         !
 2005.3!                           * +        !!         .0   .    .         !
 2005.4!                           +  *       !!         .    .    0         !
 2006.1!                             + *      !!         .    . 0  .         !
 2006.2!                              +*      !!         .    .0   .         !
 2006.3!                             * +      !!         .  0 .    .         !
 2006.4!                             + *      !!         .    .  0 .         !
 2007.1!                              +       !!         .    0    .         !
 2007.2!                              + *     !!         .    . 0  .         !
 2007.3!                              *+      !!         . 0  .    .         !
 2007.4!                              +  *    !!         .    .    0         !
 2008.1!                                +     !!         .   0.    .         !
 2008.2!                                + *   !!         .    .  0 .         !
 2008.3!                                *+    !!         .   0.    .         !
 2008.4!                              * +     !!         . 0  .    .         !
 2009.1!                           *  +       !!         0    .    .         !
 2009.2!                           + *        !!         .    .  0 .         !
 2009.3!                          *  +        !!         . 0  .    .         !
 2009.4!                           +     *    !!         .    .    .     0   !
 2010.1!                               * +    !!         . 0  .    .         !
 2010.2!                             * +      !!         .  0 .    .         !
 2010.3!                             +*       !!         .    .0   .         !
 2010.4!                              +*      !!         .    . 0  .         !
 2011.1!                              *+      !!         .  0 .    .         !
 2011.2!                              + *     !!         .    .  0 .         !
 2011.3!                              * +     !!         .0   .    .         !
 2011.4!                              +*      !!         .    . 0  .         !
 2012.1!                              *+      !!         .  0 .    .         !
 2012.2!                            * +       !!         . 0  .    .         !
 2012.3!                            +         !!         .   0.    .         !
 2012.4!                            +   *     !!         .    .    0         !


     28.02 percent of the residuals exceed 1 SE
      6.04 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPAKO=PAPX$Q/KOPMM;                                                     
 GENR LAAPAKO=LOG(AAPAKO+.00001);                                             
 GENR LAPAKO=LOG(APAKO+.00001);                                               
 LHS AAPAKO=EXP(LAAPAKO)-.00001;                                              
  EQ  771 LAAPAKO C LAPAKO(-1) PPAKO;                                         
EQUATION 720  LAAPAKO  
   RHS     C  LAPAKO(-1)  PPAKO  
 SMPL 1978.2 2012.4;                                                          
Sample period is now  1978.2 to  2012.4 Internally:   106 to   244
 OLS;EST  720 PLOT=0;END;                                                     

Equation number =  720
**********************

Dependent variable = LAAPAKO 

 1978.2 -   2012.4,    0 missing obs.,  139 obs. used.

Mean of dependent variable       -6.658696315

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.240832556       0.331486643  -3.74324     1.000000
12569 LAPAKO  ( -1)       0.710231526       0.059858335  11.86521    -6.671643
12567 PPAKO   (  0)      -0.485593271       0.199356830  -2.43580     1.399221

SE of equation            =     0.428939915
Sum of squared residuals  =  25.0225653       0.162243552E-10
Average absolute error    =     0.286154615
Sum of ABS residuals      =  39.7754915    
R squared                 =   0.66535
Durbin-Watson statistic   =   2.38643
SMPL and No. Obs.         = 1978.2   2012.4    139

Plot of actual(*) and fitted(+) values and residuals(0)


 1978.2!            +  *                      !!          .   .  0.          !
 1978.3!*              +                      !! 0        .   .   .          !
 1978.4!     +                *               !!          .   .   .          0
 1979.1!         *          +                 !!    0     .   .   .          !
 1979.2!            +*                        !!          .   .0  .          !
 1979.3!          *    +                      !!         0.   .   .          !
 1979.4!   *        +                         !!     0    .   .   .          !
 1980.1!       +       *                      !!          .   .   .  0       !
 1980.2!           *    +                     !!          0   .   .          !
 1980.3!             +    *                   !!          .   .   0          !
 1980.4!                 +  *                 !!          .   . 0 .          !
 1981.1!               *   +                  !!          .0  .   .          !
 1981.2!*              +                      !! 0        .   .   .          !
 1981.3*     +                                !!         0.   .   .          !
 1981.4!    +     *                           !!          .   .   .0         !
 1982.1!            +  *                      !!          .   .  0.          !
 1982.2!          *    +                      !!         0.   .   .          !
 1982.3!    *        +                        !!      0   .   .   .          !
 1982.4!        +     *                       !!          .   .   .0         !
 1983.1!                +    *                !!          .   .   .0         !
 1983.2!                    *  +              !!          . 0 .   .          !
 1983.3!                     *+               !!          .  0.   .          !
 1983.4!                *     +               !!         0.   .   .          !
 1984.1!                  *+                  !!          .  0.   .          !
 1984.2!             *      +                 !!        0 .   .   .          !
 1984.3!               *+                     !!          .  0.   .          !
 1984.4!                  +      *            !!          .   .   . 0        !
 1985.1!                       * +            !!          . 0 .   .          !
 1985.2!                        +  *          !!          .   .  0.          !
 1985.3!                          *+          !!          .  0.   .          !
 1985.4!                          +    *      !!          .   .   .0         !
 1986.1!                              +*      !!          .   .0  .          !
 1986.2!                             + *      !!          .   . 0 .          !
 1986.3!                             +        !!          .   0   .          !
 1986.4!                            + *       !!          .   . 0 .          !
 1987.1!                            +   *     !!          .   .   0          !
 1987.2!                              +  *    !!          .   .  0.          !
 1987.3!                         *     +      !!        0 .   .   .          !
 1987.4!                         +  *         !!          .   .  0.          !
 1988.1!                           +   *      !!          .   .  0.          !
 1988.2!                             +  *     !!          .   .  0.          !
 1988.3!                              +       !!          .   0   .          !
 1988.4!                             +        !!          .   0   .          !
 1989.1!                             +*       !!          .   .0  .          !
 1989.2!                              +   *   !!          .   .   0          !
 1989.3!                           *    +     !!          0   .   .          !
 1989.4!                          +  *        !!          .   . 0 .          !
 1990.1!                            +*        !!          .   0   .          !
 1990.2!                           +  *       !!          .   .  0.          !
 1990.3!                             + *      !!          .   . 0 .          !
 1990.4!                              +*      !!          .   0   .          !
 1991.1!                              +       !!          .  0.   .          !
 1991.2!                            +         *!          .   .   .    0     !
 1991.3!                                  *+  !!          .  0.   .          !
 1991.4!                             *  +     !!          . 0 .   .          !
 1992.1!                             +        !!          .   0   .          !
 1992.2!                            +  *      !!          .   . 0 .          !
 1992.3!                             *+       !!          .  0.   .          !
 1992.4!                            +*        !!          .   0   .          !
 1993.1!                            +  *      !!          .   .  0.          !
 1993.2!                             *+       !!          .  0.   .          !
 1993.3!                           *+         !!          .  0.   .          !
 1993.4!                           +          !!          .   0   .          !
 1994.1!                          +           !!          .   0   .          !
 1994.2!                          +   *       !!          .   .   0          !
 1994.3!                             +*       !!          .   .0  .          !
 1994.4!                          *  +        !!          .0  .   .          !
 1995.1!                         +  *         !!          .   .  0.          !
 1995.2!                           + *        !!          .   . 0 .          !
 1995.3!                        *   +         !!          .0  .   .          !
 1995.4!                        +  *          !!          .   . 0 .          !
 1996.1!                          +  *        !!          .   .  0.          !
 1996.2!                           + *        !!          .   . 0 .          !
 1996.3!                       *   +          !!          .0  .   .          !
 1996.4!                        +*            !!          .   .0  .          !
 1997.1!                        +             !!          .   0   .          !
 1997.2!                       +*             !!          .   0   .          !
 1997.3!                      + *             !!          .   .0  .          !
 1997.4!                      + *             !!          .   .0  .          !
 1998.1!                      +               !!          .   0   .          !
 1998.2!                    +  *              !!          .   . 0 .          !
 1998.3!                     +*               !!          .   .0  .          !
 1998.4!                    +  *              !!          .   .  0.          !
 1999.1!                     +  *             !!          .   . 0 .          !
 1999.2!                      +      *        !!          .   .   .  0       !
 1999.3!                           +          !!          .   0   .          !
 1999.4!                          +           !!          .   0   .          !
 2000.1!                         +*           !!          .   .0  .          !
 2000.2!                         *+           !!          .   0   .          !
 2000.3!                         +*           !!          .   .0  .          !
 2000.4!                         +*           !!          .   0   .          !
 2001.1!                         + *          !!          .   . 0 .          !
 2001.2!                          +   *       !!          .   .  0.          !
 2001.3!                           *+         !!          .  0.   .          !
 2001.4!                           +          !!          .   0   .          !
 2002.1!                          +*          !!          .   .0  .          !
 2002.2!                          +*          !!          .   .0  .          !
 2002.3!                           +          !!          .   0   .          !
 2002.4!                        *  +          !!          . 0 .   .          !
 2003.1!                        *+            !!          .  0.   .          !
 2003.2!                        +             !!          .  0.   .          !
 2003.3!                     *  +             !!          . 0 .   .          !
 2003.4!                      +*              !!          .   .0  .          !
 2004.1!                       *+             !!          .  0.   .          !
 2004.2!                  *    +              !!         0.   .   .          !
 2004.3!                   *+                 !!          .  0.   .          !
 2004.4!                    *+                !!          .  0.   .          !
 2005.1!                     *+               !!          .  0.   .          !
 2005.2!                    * +               !!          . 0 .   .          !
 2005.3!                   *  +               !!          .0  .   .          !
 2005.4!                     +                !!          .  0.   .          !
 2006.1!                      +*              !!          .   .0  .          !
 2006.2!                       *+             !!          .  0.   .          !
 2006.3!                       *+             !!          .  0.   .          !
 2006.4!                       *+             !!          .  0.   .          !
 2007.1!                        +*            !!          .   .0  .          !
 2007.2!                         *+           !!          .   0   .          !
 2007.3!                         *+           !!          .  0.   .          !
 2007.4!                         *+           !!          .   0   .          !
 2008.1!                          +           !!          .   0   .          !
 2008.2!                          +           !!          .   0   .          !
 2008.3!                          +           !!          .   0   .          !
 2008.4!                         *+           !!          .  0.   .          !
 2009.1!                      *  +            !!          . 0 .   .          !
 2009.2!                      *+              !!          .  0.   .          !
 2009.3!                  *     +             !!         0.   .   .          !
 2009.4!                *   +                 !!          0   .   .          !
 2010.1!                   +*                 !!          .   .0  .          !
 2010.2!                   * +                !!          . 0 .   .          !
 2010.3!                    +*                !!          .   .0  .          !
 2010.4!                      +               !!          .   0   .          !
 2011.1!                       +              !!          .   0   .          !
 2011.2!                     *  +             !!          . 0 .   .          !
 2011.3!                      +    *          !!          .   .   0          !
 2011.4!                         +            !!          .  0.   .          !
 2012.1!                        +             !!          .   0   .          !
 2012.2!                        +             !!          .   0   .          !
 2012.3!                        +             !!          .   0   .          !
 2012.4!                        + *           !!          .   . 0 .          !


     21.58 percent of the residuals exceed 1 SE
      5.76 percent of the residuals exceed 2 SE
@EQ   772 LAAPHKO C LAPHKO(-1) PPHKO;SMPL 1969.4 2012.4;OLS;EST  772 PLOT=0;EN
@EQ   773 LAATHKO C LATHKO(-1) PTHKO;SMPL 1967.1 2012.4;OLS;EST  773 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHKO=CHPX$Q/KOPMM;                                                     
 GENR LAACHKO=LOG(AACHKO+.00001);                                             
 GENR LACHKO=LOG(ACHKO+.00001);                                               
 LHS AACHKO=EXP(LAACHKO)-.00001;                                              
  EQ  774 LAACHKO C LACHKO(-1) PCHKO;                                         
EQUATION 721  LAACHKO  
   RHS     C  LACHKO(-1)  PCHKO  
 SMPL 1990.3 2012.4;                                                          
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
 OLS;EST  721 PLOT=0;END;                                                     

Equation number =  721
**********************

Dependent variable = LAACHKO 

 1990.3 -   2012.4,    0 missing obs.,   90 obs. used.

Mean of dependent variable       -2.447956956

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.294838049       0.575545615   0.51228     1.000000
12572 LACHKO  ( -1)       0.799042469       0.055209580  14.47290    -2.487754
12570 PCHKO   (  0)      -0.592960052       0.442601589  -1.33972     1.273229

SE of equation            =     0.479717756
Sum of squared residuals  =  20.0212339       0.911937192E-12
Average absolute error    =     0.209804592
Sum of ABS residuals      =  18.8824133    
R squared                 =   0.71071
Durbin-Watson statistic   =   2.46675
SMPL and No. Obs.         = 1990.3   2012.4     90

Plot of actual(*) and fitted(+) values and residuals(0)


 1990.3*                   +                  !0            . . .            !
 1990.4!       +               *              !!            . . .         0  !
 1991.1!                      *   +           !!            0 . .            !
 1991.2!                        +*            !!            . .0.            !
 1991.3!                          *+          !!            .0. .            !
 1991.4!                           +          !!            .0. .            !
 1992.1!                        *    +        !!           0. . .            !
 1992.2!                          +           !!            . 0 .            !
 1992.3!                          * +         !!            0 . .            !
 1992.4!                           +          !!            . 0 .            !
 1993.1!                         *  +         !!           0. . .            !
 1993.2!                         * +          !!            .0. .            !
 1993.3!                          *+          !!            . 0 .            !
 1993.4!                           +*         !!            . 0 .            !
 1994.1!                         *  +         !!            0 . .            !
 1994.2!                          + *         !!            . . 0            !
 1994.3!                           *  +       !!            0 . .            !
 1994.4!                             +        !!            . 0 .            !
 1995.1!                            * +       !!            0 . .            !
 1995.2!                             +        !!            . 0 .            !
 1995.3!                            * +       !!            .0. .            !
 1995.4!                              +       !!            . 0 .            !
 1996.1!                           *   +      !!           0. . .            !
 1996.2!                            +*        !!            . .0.            !
 1996.3!                             +        !!            . 0 .            !
 1996.4!                              +       !!            . 0 .            !
 1997.1!                            * +       !!            0 . .            !
 1997.2!                             +*       !!            . .0.            !
 1997.3!                              +*      !!            . 0 .            !
 1997.4!                               +      !!            . 0 .            !
 1998.1!                             * +      !!            .0. .            !
 1998.2!                             +*       !!            . .0.            !
 1998.3!                             +*       !!            . .0.            !
 1998.4!                              +       !!            . 0 .            !
 1999.1!                            * +       !!            .0. .            !
 1999.2!                            +*        !!            . .0.            !
 1999.3!                             +*       !!            . .0.            !
 1999.4!                              +*      !!            . 0 .            !
 2000.1!                              *+      !!            .0. .            !
 2000.2!                              +*      !!            . 0 .            !
 2000.3!                               +      !!            . 0 .            !
 2000.4!                               +      !!            . 0 .            !
 2001.1!                               +      !!            .0. .            !
 2001.2!                              + *     !!            . .0.            !
 2001.3!                                +     !!            . 0 .            !
 2001.4!                                +     !!            . 0 .            !
 2002.1!                               +*     !!            . 0 .            !
 2002.2!                                +*    !!            . .0.            !
 2002.3!                                +*    !!            . .0.            !
 2002.4!                                 +    !!            . .0.            !
 2003.1!                                 +    !!            . 0 .            !
 2003.2!                                 +    !!            . .0.            !
 2003.3!                                 +*   !!            . .0.            !
 2003.4!                                  +*  !!            . .0.            !
 2004.1!                                 *+   !!            .0. .            !
 2004.2!                                 +*   !!            . .0.            !
 2004.3!                                  +*  !!            . .0.            !
 2004.4!                                   +* !!            . .0.            !
 2005.1!                                   +  !!            . 0 .            !
 2005.2!                                   +* !!            . .0.            !
 2005.3!                                   +  !!            . 0 .            !
 2005.4!                                   +* !!            . 0 .            !
 2006.1!                                   +  !!            . 0 .            !
 2006.2!                                   +* !!            . .0.            !
 2006.3!                                    + !!            . .0.            !
 2006.4!                                    + !!            . 0 .            !
 2007.1!                                    + !!            . 0 .            !
 2007.2!                                   + *!!            . .0.            !
 2007.3!                                    +*!!            . 0 .            !
 2007.4!                                    +*!!            . 0 .            !
 2008.1!                                     +!!            . 0 .            !
 2008.2!                                    + *!            . .0.            !
 2008.3!                                     +*!            . .0.            !
 2008.4!                                     +!!            . 0 .            !
 2009.1!                                    + !!            . 0 .            !
 2009.2!                                   + *!!            . .0.            !
 2009.3!                                    +*!!            . .0.            !
 2009.4!                                    +*!!            . .0.            !
 2010.1!                                    *+!!            . 0 .            !
 2010.2!                                    +*!!            . .0.            !
 2010.3!                                     +!!            . 0 .            !
 2010.4!                                    +*!!            . .0.            !
 2011.1!                                     +!!            . 0 .            !
 2011.2!                                    +*!!            . .0.            !
 2011.3!                                     +!!            . 0 .            !
 2011.4!                                     +!!            . 0 .            !
 2012.1!                                     +!!            . 0 .            !
 2012.2!                                    +*!!            . .0.            !
 2012.3!                                     +*!            . .0.            !
 2012.4!                                     +!!            . 0 .            !


      7.78 percent of the residuals exceed 1 SE
      2.22 percent of the residuals exceed 2 SE
@@EQ  775 LAAARKO C LAARKO(-1) PARKO;SMPL 1991.3 2012.4;OLS;EST  775 PLOT=0;EN
@@EQ  776 LAABRKO C LABRKO(-1) PBRKO;SMPL 1991.3 2012.4;OLS;EST  776 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCEKO=CEPX$Q/KOPMM;                                                     
 GENR LAACEKO=LOG(AACEKO+.00001);                                             
 GENR LACEKO=LOG(ACEKO+.00001);                                               
 LHS AACEKO=EXP(LAACEKO)-.00001;                                              
  EQ  777 LAACEKO C LACEKO(-1) PCEKO;                                         
EQUATION 722  LAACEKO  
   RHS     C  LACEKO(-1)  PCEKO  
 SMPL 1974.3 2012.4;                                                          
Sample period is now  1974.3 to  2012.4 Internally:    91 to   244
 OLS;EST  722 PLOT=0;END;                                                     

Equation number =  722
**********************

Dependent variable = LAACEKO 

 1974.3 -   2012.4,    0 missing obs.,  154 obs. used.

Mean of dependent variable       -5.361421917

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.509727072       0.294379545  -1.73153     1.000000
12575 LACEKO  ( -1)       0.874822726       0.038720476  22.59328    -5.374206
12573 PCEKO   (  0)      -0.119034420       0.211479961  -0.56286     1.261967

SE of equation            =     0.316616074
Sum of squared residuals  =  15.1371064      -0.389910326E-12
Average absolute error    =     0.233425061
Sum of ABS residuals      =  35.9474594    
R squared                 =   0.78576
Durbin-Watson statistic   =   2.60172
SMPL and No. Obs.         = 1974.3   2012.4    154

Plot of actual(*) and fitted(+) values and residuals(0)


 1974.3!       *  +                           !!         . 0  .    .         !
 1974.4!      *  +                            !!         . 0  .    .         !
 1975.1*        +                             !!  0      .    .    .         !
 1975.2!* +                                   !!         .  0 .    .         !
 1975.3*   +                                  !!         0    .    .         !
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 1976.1!  +          *                        !!         .    .    .        0!
 1976.2!            * +                       !!         . 0  .    .         !
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 1978.1!    *           +                     !0         .    .    .         !
 1978.2!       +        *                     !!         .    .    .      0  !
 1978.3!            *    +                    !!        0.    .    .         !
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 1979.4!                *         +           !! 0       .    .    .         !
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 1980.4!          *        +                  !!  0      .    .    .         !
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 2006.2!                                  +  *!!         .    .   0.         !
 2006.3!                                    + *!         .    .  0 .         !
 2006.4!                                    + !!         .   0.    .         !
 2007.1!                                  +*  !!         .    .0   .         !
 2007.2!                                 +  * !!         .    .  0 .         !
 2007.3!                                  +  *!!         .    .   0.         !
 2007.4!                                    + !!         .    0    .         !
 2008.1!                                  *+  !!         .   0.    .         !
 2008.2!                                 +*   !!         .    . 0  .         !
 2008.3!                                *+    !!         .   0.    .         !
 2008.4!                           *   +      !!         0    .    .         !
 2009.1!                          +   *       !!         .    .    0         !
 2009.2!                              +  *    !!         .    .   0.         !
 2009.3!                                +   * !!         .    .    .0        !
 2009.4!                                   +  !!         .    0    .         !
 2010.1!                                 *+   !!         .   0.    .         !
 2010.2!                               *+     !!         .   0.    .         !
 2010.3!                               +    * !!         .    .    . 0       !
 2010.4!                                  +  *!!         .    .  0 .         !
 2011.1!                                   +  !!         .    0    .         !
 2011.2!                                * +   !!         .  0 .    .         !
 2011.3!                               +  *   !!         .    .  0 .         !
 2011.4!                                +     !!         .    0    .         !
 2012.1!                               +  *   !!         .    .   0.         !
 2012.2!                                 +    !!         .    0    .         !
 2012.3!                                + *   !!         .    .   0.         !
 2012.4!                                *+    !!         .  0 .    .         !


     27.27 percent of the residuals exceed 1 SE
      6.49 percent of the residuals exceed 2 SE
@@EQ  778 LAAMEKO C LAMEKO(-1) PMEKO;SMPL 1991.3 2012.4;OLS;EST  778 PLOT=0;EN
@@EQ  779 LAAPEKO C LAPEKO(-1) PPEKO;SMPL 1991.3 2012.4;OLS;EST  779 PLOT=0;EN
@@EQ  780 LAATUKO C LATUKO(-1) PTUKO;SMPL 1995.1 2012.4;OLS;EST  780 PLOT=0;EN
@@EQ  781 LAAPDKO C LAPDKO(-1) PPDKO;SMPL 1993.4 2012.4;OLS;EST  781 PLOT=0;EN
@@EQ  782 LAARUKO C LARUKO(-1) PRUKO;SMPL 2007.1 2012.4;OLS;EST  782 PLOT=0;EN
@@EQ  783 LAAUEKO C LAUEKO(-1) PUEKO;SMPL 1992.3 2012.4;OLS;EST  783 PLOT=0;EN
@@EQ  784 LAAEGKO C LAEGKO(-1) PEGKO;SMPL 1991.3 2012.4;OLS;EST  784 PLOT=0;EN
@@EQ  785 LAAISKO C LAISKO(-1) PISKO;SMPL 2004.3 2012.4;OLS;EST  785 PLOT=0;EN
@@EQ  786 LAAKEKO C LAKEKO(-1) PKEKO;SMPL 1991.3 2012.4;OLS;EST  786 PLOT=0;EN
@EQ   787 LAABAKO C LABAKO(-1) PBAKO;SMPL 1983.1 2012.4;OLS;EST  787 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKKO=HKPX$/KOPMM;                                                      
 GENR LAAHKKO=LOG(AAHKKO+.00001);                                             
 GENR LAHKKO=LOG(AHKKO+.00001);                                               
 LHS AAHKKO=EXP(LAAHKKO)-.00001;                                              
  EQ  788 LAAHKKO C LAHKKO(-1) PHKKO;                                         
EQUATION 723  LAAHKKO  
   RHS     C  LAHKKO(-1)  PHKKO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  723 PLOT=0;END;                                                     

Equation number =  723
**********************

Dependent variable = LAAHKKO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.184464052

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.267307379       0.086538698  -3.08888     1.000000
12578 LAHKKO  ( -1)       0.890611426       0.027910337  31.90973    -4.192171
12576 PHKKO   (  0)      -0.115812358       0.039373104  -2.94141     1.584991

SE of equation            =     0.162438968
Sum of squared residuals  =  4.88148741       0.949507140E-11
Average absolute error    =     0.103979744
Sum of ABS residuals      =  19.5481919    
R squared                 =   0.92487
Durbin-Watson statistic   =   2.20389
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!   *  +                               !!         0 .  .  .           !
 1966.2!    *+                                !!           .  0  .           !
 1966.3!   *  +                               !!          0.  .  .           !
 1966.4!     +  *                             !!           .  .  .0          !
 1967.1!          +  *                        !!           .  .  .0          !
 1967.2!              +  *                    !!           .  .  0           !
 1967.3!             *    +                   !!        0  .  .  .           !
 1967.4!              +  *                    !!           .  .  0           !
 1968.1!         *        +                   !!   0       .  .  .           !
 1968.2!           +                          !!           .  .0 .           !
 1968.3!             +*                       !!           .  . 0.           !
 1968.4!          *    +                      !!        0  .  .  .           !
 1969.1*           +                          !0           .  .  .           !
 1969.2! +        *                           !!           .  .  .       0   !
 1969.3!            +                         !!           .  0  .           !
 1969.4!       *     +                        !!       0   .  .  .           !
 1970.1!         +     *                      !!           .  .  .   0       !
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 1970.3!            *  +                      !!          0.  .  .           !
 1970.4!            + *                       !!           .  . 0.           !
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 1987.4!                                    +*!!           .  .0 .           !
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 1989.1!                                    +*!!           .  .0 .           !
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 1989.3!                                   * +!!           0  .  .           !
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 1999.4!                             +*       !!           .  .0 .           !
 2000.1!                             + *      !!           .  . 0.           !
 2000.2!                               +      !!           .  0  .           !
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 2001.3!                              +       !!           .  .0 .           !
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 2002.3!                              + *     !!           .  . 0.           !
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 2009.2!                             +*       !!           .  .0 .           !
 2009.3!                              +       !!           .  0  .           !
 2009.4!                             *+       !!           . 0.  .           !
 2010.1!                              +       !!           .  0  .           !
 2010.2!                             *+       !!           . 0.  .           !
 2010.3!                             +        !!           . 0.  .           !
 2010.4!                             +        !!           .  0  .           !
 2011.1!                              +       !!           .  .0 .           !
 2011.2!                             * +      !!           .0 .  .           !
 2011.3!                             *+       !!           . 0.  .           !
 2011.4!                            *+        !!           . 0.  .           !
 2012.1!                            *+        !!           . 0.  .           !
 2012.2!                           *+         !!           . 0.  .           !
 2012.3!                            +         !!           .  0  .           !
 2012.4!                           *+         !!           . 0.  .           !


     19.68 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIKO=SIPX$/KOPMM;                                                      
 GENR LAASIKO=LOG(AASIKO+.00001);                                             
 GENR LASIKO=LOG(ASIKO+.00001);                                               
 LHS AASIKO=EXP(LAASIKO)-.00001;                                              
  EQ  789 LAASIKO C LASIKO(-1) PSIKO;                                         
EQUATION 724  LAASIKO  
   RHS     C  LASIKO(-1)  PSIKO  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST  724 PLOT=0;END;                                                     

Equation number =  724
**********************

Dependent variable = LAASIKO 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -4.262479989

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.155579643       0.093395673  -1.66581     1.000000
12581 LASIKO  ( -1)       0.938829478       0.024180763  38.82547    -4.279848
12579 PSIKO   (  0)      -0.055227600       0.059086098  -0.93470     1.608848

SE of equation            =     0.224032009
Sum of squared residuals  =  8.78330966      -0.292343927E-11
Average absolute error    =     0.150137931
Sum of ABS residuals      =  26.7245517    
R squared                 =   0.92969
Durbin-Watson statistic   =   2.53964
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3! * +                                  !!          0.  .  .           !
 1968.4*  +                                   !!          0.  .  .           !
 1969.1! +          *                         !!           .  .  .           0
 1969.2!          *  +                        !!          0.  .  .           !
 1969.3!         * +                          !!           .0 .  .           !
 1969.4!    *      +                          !!     0     .  .  .           !
 1970.1!      +   *                           !!           .  .  .  0        !
 1970.2!          *+                          !!           . 0.  .           !
 1970.3!          *+                          !!           .0 .  .           !
 1970.4!           +                          !!           .  .0 .           !
 1971.1!            +                         !!           . 0.  .           !
 1971.2!            *+                        !!           . 0.  .           !
 1971.3!            *+                        !!           . 0.  .           !
 1971.4!            *+                        !!           . 0.  .           !
 1972.1!    *        +                        !!  0        .  .  .           !
 1972.2!      +  *                            !!           .  .  . 0         !
 1972.3!         *+                           !!           .0 .  .           !
 1972.4!          +*                          !!           .  . 0.           !
 1973.1!     *      +                         !!    0      .  .  .           !
 1973.2!      +    *                          !!           .  .  .  0        !
 1973.3!            +*                        !!           .  . 0.           !
 1973.4!             *+                       !!           .0 .  .           !
 1974.1!             +  *                     !!           .  .  .0          !
 1974.2!                 +                    !!           .  0  .           !
 1974.3!              *  +                    !!          0.  .  .           !
 1974.4!           *   +                      !!         0 .  .  .           !
 1975.1!        *   +                         !!         0 .  .  .           !
 1975.2!         +  *                         !!           .  .  .0          !
 1975.3!           * +                        !!           .0 .  .           !
 1975.4!           *+                         !!           .  0  .           !
 1976.1!            +                         !!           .  0  .           !
 1976.2!             +                        !!           .  .0 .           !
 1976.3!              + *                     !!           .  . 0.           !
 1976.4!                +*                    !!           .  .0 .           !
 1977.1!                 +                    !!           .  0  .           !
 1977.2!               * +                    !!           0  .  .           !
 1977.3!                +  *                  !!           .  .  . 0         !
 1977.4!                *  +                  !!         0 .  .  .           !
 1978.1!               *+                     !!           .0 .  .           !
 1978.2!                +                     !!           .  0  .           !
 1978.3!                + *                   !!           .  .  0           !
 1978.4!                   +                  !!           .  .0 .           !
 1979.1!                   *+                 !!           . 0.  .           !
 1979.2!                 * +                  !!           0  .  .           !
 1979.3!                 +*                   !!           .  .0 .           !
 1979.4!                  + *                 !!           .  . 0.           !
 1980.1!                    + *               !!           .  . 0.           !
 1980.2!                     *+               !!           . 0.  .           !
 1980.3!                  *  +                !!          0.  .  .           !
 1980.4!              *   +                   !!         0 .  .  .           !
 1981.1!              + *                     !!           .  . 0.           !
 1981.2!                + *                   !!           .  .  0           !
 1981.3!                  +  *                !!           .  .  .0          !
 1981.4!               *     +                !!       0   .  .  .           !
 1982.1!                +                     !!           .  .0 .           !
 1982.2!                +    *                !!           .  .  .   0       !
 1982.3!                    *+                !!           .0 .  .           !
 1982.4!                   *+                 !!           . 0.  .           !
 1983.1!                   +     *            !!           .  .  .   0       !
 1983.2!                         + *          !!           .  .  0           !
 1983.3!                       *   +          !!          0.  .  .           !
 1983.4!                       +              !!           . 0.  .           !
 1984.1!                       + *            !!           .  .  0           !
 1984.2!                    *    +            !!        0  .  .  .           !
 1984.3!                     +*               !!           .  .0 .           !
 1984.4!                    * +               !!           0  .  .           !
 1985.1!                   *+                 !!           . 0.  .           !
 1985.2!                   *+                 !!           . 0.  .           !
 1985.3!                   *+                 !!           . 0.  .           !
 1985.4!                *   +                 !!         0 .  .  .           !
 1986.1!               * +                    !!           0  .  .           !
 1986.2!                +     *               !!           .  .  .    0      !
 1986.3!                    * +               !!           0  .  .           !
 1986.4!                    +                 !!           .  0  .           !
 1987.1!                    *+                !!           . 0.  .           !
 1987.2!                     +*               !!           .  . 0.           !
 1987.3!                     * +              !!           0  .  .           !
 1987.4!                    *+                !!           . 0.  .           !
 1988.1!                     +*               !!           .  . 0.           !
 1988.2!                       +              !!           .  .0 .           !
 1988.3!                        +             !!           .  .0 .           !
 1988.4!                         +*           !!           .  .0 .           !
 1989.1!                         *+           !!           . 0.  .           !
 1989.2!                       * +            !!           .0 .  .           !
 1989.3!                       *+             !!           . 0.  .           !
 1989.4!                      *+              !!           .0 .  .           !
 1990.1!                      *+              !!           . 0.  .           !
 1990.2!                      +*              !!           .  .0 .           !
 1990.3!                       + *            !!           .  .  0           !
 1990.4!                         + *          !!           .  .  0           !
 1991.1!                       *   +          !!       0   .  .  .           !
 1991.2!                       +  *           !!           .  .  .0          !
 1991.3!                         *+           !!           . 0.  .           !
 1991.4!                        *+            !!           . 0.  .           !
 1992.1!                  *      +            !!      0    .  .  .           !
 1992.2!                   +     *            !!           .  .  .    0      !
 1992.3!                         +*           !!           .  .0 .           !
 1992.4!                          +           !!           .  0  .           !
 1993.1!                          +  *        !!           .  .  . 0         !
 1993.2!                           * +        !!           0  .  .           !
 1993.3!                           +*         !!           .  . 0.           !
 1993.4!                            +         !!           .  0  .           !
 1994.1!                            +         !!           . 0.  .           !
 1994.2!                           +*         !!           .  .0 .           !
 1994.3!                            +*        !!           .  0  .           !
 1994.4!                            *+        !!           . 0.  .           !
 1995.1!                           *+         !!           . 0.  .           !
 1995.2!                           +*         !!           .  .0 .           !
 1995.3!                            +*        !!           .  .0 .           !
 1995.4!                            *+        !!           . 0.  .           !
 1996.1!                            +         !!           . 0.  .           !
 1996.2!                            + *       !!           .  .  0           !
 1996.3!                             +      * !!           .  .  .    0      !
 1996.4!                            *      +  !!     0     .  .  .           !
 1997.1!                            +*        !!           .  .0 .           !
 1997.2!                            *+        !!           .0 .  .           !
 1997.3!                            +*        !!           .  .0 .           !
 1997.4!                             +        !!           .  .0 .           !
 1998.1!                             +        !!           .  0  .           !
 1998.2!                             +*       !!           .  .0 .           !
 1998.3!                              +       !!           .  0  .           !
 1998.4!                              +       !!           .  0  .           !
 1999.1!                              +       !!           .  0  .           !
 1999.2!                              +*      !!           .  . 0.           !
 1999.3!                               +      !!           .  0  .           !
 1999.4!                              + *     !!           .  . 0.           !
 2000.1!                               +*     !!           .  0  .           !
 2000.2!                               +      !!           .  0  .           !
 2000.3!                               +*     !!           .  .0 .           !
 2000.4!                                +     !!           .  .0 .           !
 2001.1!                                +*    !!           .  .0 .           !
 2001.2!                                +*    !!           .  0  .           !
 2001.3!                                +*    !!           .  .0 .           !
 2001.4!                                +*    !!           .  .0 .           !
 2002.1!                                 +    !!           .  .0 .           !
 2002.2!                                 +    !!           .  0  .           !
 2002.3!                                 +    !!           .  0  .           !
 2002.4!                                + *   !!           .  .  0           !
 2003.1!                                  +*  !!           .  .0 .           !
 2003.2!                                 * +  !!           .0 .  .           !
 2003.3!                                 +*   !!           .  . 0.           !
 2003.4!                                  +   !!           .  .0 .           !
 2004.1!                                  +   !!           .  0  .           !
 2004.2!                                  +   !!           .  .0 .           !
 2004.3!                                  +*  !!           .  .0 .           !
 2004.4!                                   +  !!           .  0  .           !
 2005.1!                                  +   !!           .  0  .           !
 2005.2!                                  +   !!           .  0  .           !
 2005.3!                                  +   !!           .  .0 .           !
 2005.4!                                  +   !!           .  0  .           !
 2006.1!                                  +   !!           .  0  .           !
 2006.2!                                 +    !!           .  0  .           !
 2006.3!                                *+    !!           . 0.  .           !
 2006.4!                                +*    !!           .  .0 .           !
 2007.1!                                 +*   !!           .  .0 .           !
 2007.2!                                 +*   !!           .  .0 .           !
 2007.3!                                  +*  !!           .  .0 .           !
 2007.4!                                  +   !!           .  0  .           !
 2008.1!                                  +*  !!           .  .0 .           !
 2008.2!                                  *+  !!           . 0.  .           !
 2008.3!                                  +   !!           .  0  .           !
 2008.4!                                 *+   !!           . 0.  .           !
 2009.1!                                 +  * !!           .  .  . 0         !
 2009.2!                                    + *!           .  .  0           !
 2009.3!                                     +*!           .  .0 .           !
 2009.4!                                    * +!           .0 .  .           !
 2010.1!                                    + !!           .  0  .           !
 2010.2!                                   *+ !!           . 0.  .           !
 2010.3!                                   +* !!           .  . 0.           !
 2010.4!                                    + !!           .  0  .           !
 2011.1!                                   +  !!           .  0  .           !
 2011.2!                                  *+  !!           . 0.  .           !
 2011.3!                                  +*  !!           .  .0 .           !
 2011.4!                                   +  !!           .  0  .           !
 2012.1!                                  + * !!           .  .0 .           !
 2012.2!                                   +  !!           .  0  .           !
 2012.3!                                   +  !!           .  .0 .           !
 2012.4!                                   +  !!           .  0  .           !


     20.22 percent of the residuals exceed 1 SE
      7.30 percent of the residuals exceed 2 SE
@@EQ  790 LAAVIKO C LAVIKO(-1) PVIKO;SMPL 1993.4 2012.4;OLS;EST  790 PLOT=0;EN
@@EQ  791 LAANIKO C LANIKO(-1) PNIKO;SMPL 1991.3 2012.4;OLS;EST  791 PLOT=0;EN
@@EQ  792 LAAALKO C LAALKO(-1) PALKO;SMPL 2008.3 2012.4;OLS;EST  792 PLOT=0;EN
@@EQ  793 LAAIAKO C LAIAKO(-1) PIAKO;SMPL 1974.3 2012.4;OLS;EST  793 PLOT=0;EN
@@EQ  794 LAAINKO C LAINKO(-1) PINKO;SMPL 1993.4 2012.4;OLS;EST  794 PLOT=0;EN
@@EQ  795 LAAIQKO C LAIQKO(-1) PIQKO;SMPL 1998.3 2012.4;OLS;EST  795 PLOT=0;EN
@@EQ  796 LAAKUKO C LAKUKO(-1) PKUKO;SMPL 1983.1 2012.4;OLS;EST  796 PLOT=0;EN
@@EQ  797 LAALIKO C LALIKO(-1) PLIKO;SMPL 2000.3 2012.4;OLS;EST  797 PLOT=0;EN
@@EQ  798 LAAUAKO C LAUAKO(-1) PUAKO;SMPL 1981.3 2012.4;OLS;EST  798 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSBE=USPX$/BEPMM;                                                      
 GENR LAAUSBE=LOG(AAUSBE+.00001);                                             
 GENR LAUSBE=LOG(AUSBE+.00001);                                               
 LHS AAUSBE=EXP(LAAUSBE)-.00001;                                              
  EQ  799 LAAUSBE C LAUSBE(-1) PUSBE;                                         
EQUATION 725  LAAUSBE  
   RHS     C  LAUSBE(-1)  PUSBE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  725 PLOT=0;END;                                                     

Equation number =  725
**********************

Dependent variable = LAAUSBE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.560893762

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.715028313       0.142766674  -5.00837     1.000000
12584 LAUSBE  ( -1)       0.705348416       0.051950599  13.57729    -2.559746
12582 PUSBE   (  0)      -0.035051522       0.043596523  -0.80400     1.151233

SE of equation            =     0.079253045
Sum of squared residuals  =  1.16199334       0.317315063E-10
Average absolute error    =     0.060396224
Sum of ABS residuals      =  11.3544902    
R squared                 =   0.49969
Durbin-Watson statistic   =   2.47101
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                   +   *              !!          .   .  0.          !
 1966.2!             *      +                 !!        0 .   .   .          !
 1966.3!             +   *                    !!          .   .  0.          !
 1966.4!            *   +                     !!          .0  .   .          !
 1967.1!            +    *                    !!          .   .   0          !
 1967.2!                +     *               !!          .   .   .0         !
 1967.3!                 * +                  !!          . 0 .   .          !
 1967.4!                +                     !!          .   0   .          !
 1968.1!              *+                      !!          .  0.   .          !
 1968.2!              +     *                 !!          .   .   .0         !
 1968.3!                  +   *               !!          .   .   0          !
 1968.4!             *     +                  !!         0.   .   .          !
 1969.1!        *    +                        !!          0   .   .          !
 1969.2!         +     *                      !!          .   .   0          !
 1969.3!              +*                      !!          .   0   .          !
 1969.4!              + *                     !!          .   . 0 .          !
 1970.1!               +        *             !!          .   .   .  0       !
 1970.2!                 *   +                !!          .0  .   .          !
 1970.3!                +                     !!          .   0   .          !
 1970.4!               +     *                !!          .   .   .0         !
 1971.1!                * +                   !!          . 0 .   .          !
 1971.2!        *      +                      !!        0 .   .   .          !
 1971.3!          +       *                   !!          .   .   .  0       !
 1971.4*                 +                    !0          .   .   .          !
 1972.1!   +       *                          !!          .   .   . 0        !
 1972.2!  *         +                         !!      0   .   .   .          !
 1972.3!      + *                             !!          .   . 0 .          !
 1972.4!       *  +                           !!          . 0 .   .          !
 1973.1!         +  *                         !!          .   . 0 .          !
 1973.2!            +*                        !!          .   0   .          !
 1973.3!            *+                        !!          .  0.   .          !
 1973.4!   *         +                        !!      0   .   .   .          !
 1974.1!      + *                             !!          .   . 0 .          !
 1974.2!          +        *                  !!          .   .   .  0       !
 1974.3!          *      +                    !!        0 .   .   .          !
 1974.4!         * +                          !!          .  0.   .          !
 1975.1!           +     *                    !!          .   .   .0         !
 1975.2!          *     +                     !!         0.   .   .          !
 1975.3!          *+                          !!          .  0.   .          !
 1975.4!           +          *               !!          .   .   .    0     !
 1976.1!           *       +                  !!       0  .   .   .          !
 1976.2!            +  *                      !!          .   .  0.          !
 1976.3!               +    *                 !!          .   .   0          !
 1976.4!                * +                   !!          . 0 .   .          !
 1977.1!             * +                      !!          . 0 .   .          !
 1977.2!             +*                       !!          .   0   .          !
 1977.3!              +  *                    !!          .   . 0 .          !
 1977.4!         *      +                     !!        0 .   .   .          !
 1978.1!           + *                        !!          .   . 0 .          !
 1978.2!             +  *                     !!          .   . 0 .          !
 1978.3!                +  *                  !!          .   .  0.          !
 1978.4!               *  +                   !!          . 0 .   .          !
 1979.1!               +     *                !!          .   .   .0         !
 1979.2!                   + *                !!          .   . 0 .          !
 1979.3!                   +      *           !!          .   .   . 0        !
 1979.4!                       +  *           !!          .   . 0 .          !
 1980.1!                       +              *!          .   .   .        0 !
 1980.2!                               +   *  !!          .   .  0.          !
 1980.3!                             + *      !!          .   . 0 .          !
 1980.4!                          +*          !!          .   .0  .          !
 1981.1!                       +  *           !!          .   . 0 .          !
 1981.2!                     *+               !!          .  0.   .          !
 1981.3!                   +   *              !!          .   .  0.          !
 1981.4!                    +     *           !!          .   .   .0         !
 1982.1!                *     +               !!         0.   .   .          !
 1982.2!               +    *                 !!          .   .   0          !
 1982.3!                  +  *                !!          .   . 0 .          !
 1982.4!                  +                   !!          .  0.   .          !
 1983.1!             *  +                     !!          .0  .   .          !
 1983.2!             +*                       !!          .   .0  .          !
 1983.3!              +*                      !!          .   .0  .          !
 1983.4!              +  *                    !!          .   . 0 .          !
 1984.1!             *  +                     !!          . 0 .   .          !
 1984.2!             +                        !!          .   0   .          !
 1984.3!             +   *                    !!          .   .   0          !
 1984.4!              * +                     !!          .  0.   .          !
 1985.1!           *  +                       !!          . 0 .   .          !
 1985.2!    *       +                         !!        0 .   .   .          !
 1985.3!       + *                            !!          .   . 0 .          !
 1985.4!     *    +                           !!         0.   .   .          !
 1986.1!       +                              !!          .   0   .          !
 1986.2!      *  +                            !!          .0  .   .          !
 1986.3!      * +                             !!          . 0 .   .          !
 1986.4!      * +                             !!          . 0 .   .          !
 1987.1!         +*                           !!          .   .0  .          !
 1987.2!         * +                          !!          . 0 .   .          !
 1987.3!           +*                         !!          .   .0  .          !
 1987.4!       *     +                        !!         0.   .   .          !
 1988.1!         +    *                       !!          .   .   0          !
 1988.2!          *   +                       !!          0   .   .          !
 1988.3!        *  +                          !!          . 0 .   .          !
 1988.4!          +*                          !!          .   .0  .          !
 1989.1!            +                         !!          .   0   .          !
 1989.2!            +   *                     !!          .   .  0.          !
 1989.3!              * +                     !!          . 0 .   .          !
 1989.4!              + *                     !!          .   . 0 .          !
 1990.1!              * +                     !!          .  0.   .          !
 1990.2!              +      *                !!          .   .   .0         !
 1990.3!                   +     *            !!          .   .   .0         !
 1990.4!                      +*              !!          .   .0  .          !
 1991.1!                     +   *            !!          .   .  0.          !
 1991.2!                    * +               !!          . 0 .   .          !
 1991.3!                  +*                  !!          .   0   .          !
 1991.4!                * +                   !!          .  0.   .          !
 1992.1!             *  +                     !!          . 0 .   .          !
 1992.2!            * +                       !!          . 0 .   .          !
 1992.3!             +  *                     !!          .   .  0.          !
 1992.4!                +                     !!          .   0   .          !
 1993.1!                +            *        !!          .   .   .      0   !
 1993.2!             *           +            !!    0     .   .   .          !
 1993.3!             +     *                  !!          .   .   .0         !
 1993.4!                  +      *            !!          .   .   . 0        !
 1994.1!            *         +               !!      0   .   .   .          !
 1994.2!            +     *                   !!          .   .   .0         !
 1994.3!                 +       *            !!          .   .   . 0        !
 1994.4!                      +*              !!          .   .0  .          !
 1995.1!                *    +                !!          0   .   .          !
 1995.2!                +     *               !!          .   .   .0         !
 1995.3!                    +    *            !!          .   .   0          !
 1995.4!                     *+               !!          .  0.   .          !
 1996.1!                   +*                 !!          .   0   .          !
 1996.2!                  +   *               !!          .   .  0.          !
 1996.3!                    + *               !!          .   . 0 .          !
 1996.4!                  * +                 !!          . 0 .   .          !
 1997.1!                 +  *                 !!          .   .  0.          !
 1997.2!                   + *                !!          .   . 0 .          !
 1997.3!                   +*                 !!          .   .0  .          !
 1997.4!                 *+                   !!          .  0.   .          !
 1998.1!                +        *            !!          .   .   .  0       !
 1998.2!                    * +               !!          .  0.   .          !
 1998.3!                   +                  !!          .   0   .          !
 1998.4!              *   +                   !!          .0  .   .          !
 1999.1!              + *                     !!          .   . 0 .          !
 1999.2!                +*                    !!          .   .0  .          !
 1999.3!        *       +                     !!       0  .   .   .          !
 1999.4!          +*                          !!          .   .0  .          !
 2000.1!       *    +                         !!          0   .   .          !
 2000.2!         +*                           !!          .   .0  .          !
 2000.3!           +   *                      !!          .   .   0          !
 2000.4!              *+                      !!          .   0   .          !
 2001.1!          *   +                       !!          .0  .   .          !
 2001.2!           +                          !!          .   0   .          !
 2001.3!            +*                        !!          .   .0  .          !
 2001.4!       *     +                        !!         0.   .   .          !
 2002.1!    *    +                            !!          0   .   .          !
 2002.2!    *  +                              !!          .0  .   .          !
 2002.3!       +                              !!          .   0   .          !
 2002.4!      *  +                            !!          .0  .   .          !
 2003.1!        +  *                          !!          .   .  0.          !
 2003.2!         *  +                         !!          . 0 .   .          !
 2003.3!         * +                          !!          . 0 .   .          !
 2003.4!      *    +                          !!          0   .   .          !
 2004.1!        *+                            !!          .   0   .          !
 2004.2!      *   +                           !!          0   .   .          !
 2004.3!        *+                            !!          .  0.   .          !
 2004.4!       *  +                           !!          .0  .   .          !
 2005.1!        * +                           !!          . 0 .   .          !
 2005.2!      *   +                           !!          .0  .   .          !
 2005.3!       * +                            !!          . 0 .   .          !
 2005.4!     *   +                            !!          .0  .   .          !
 2006.1!   *    +                             !!          0   .   .          !
 2006.2!     *+                               !!          .  0.   .          !
 2006.3!        + *                           !!          .   .0  .          !
 2006.4!          *+                          !!          .  0.   .          !
 2007.1!        *  +                          !!          .0  .   .          !
 2007.2!          +*                          !!          .   0   .          !
 2007.3!            + *                       !!          .   . 0 .          !
 2007.4!          *   +                       !!          .0  .   .          !
 2008.1!            +  *                      !!          .   .  0.          !
 2008.2!              *+                      !!          .  0.   .          !
 2008.3!              +                       !!          .   0   .          !
 2008.4!              +                       !!          .   0   .          !
 2009.1!            * +                       !!          . 0 .   .          !
 2009.2!           * +                        !!          .  0.   .          !
 2009.3!          * +                         !!          . 0 .   .          !
 2009.4!        *   +                         !!          .0  .   .          !
 2010.1!          +*                          !!          .   .0  .          !
 2010.2!           *+                         !!          .  0.   .          !
 2010.3!            +*                        !!          .   .0  .          !
 2010.4!          *   +                       !!          .0  .   .          !
 2011.1!           *+                         !!          .  0.   .          !
 2011.2!         *  +                         !!          .0  .   .          !
 2011.3!           + *                        !!          .   . 0 .          !
 2011.4!              +*                      !!          .   .0  .          !
 2012.1!             * +                      !!          .  0.   .          !
 2012.2!            * +                       !!          .  0.   .          !
 2012.3!             +                        !!          .   0   .          !
 2012.4!         *    +                       !!          0   .   .          !


     26.60 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ   800 LAACABE C LACABE(-1) PCABE;SMPL 1966.1 2012.4;OLS;EST  800 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJABE=JAPX$/BEPMM;                                                      
 GENR LAAJABE=LOG(AAJABE+.00001);                                             
 GENR LAJABE=LOG(AJABE+.00001);                                               
 LHS AAJABE=EXP(LAAJABE)-.00001;                                              
  EQ  801 LAAJABE C LAJABE(-1) PJABE;                                         
EQUATION 726  LAAJABE  
   RHS     C  LAJABE(-1)  PJABE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  726 PLOT=0;END;                                                     

Equation number =  726
**********************

Dependent variable = LAAJABE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.996897834

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.180034641       0.059959325  -3.00261     1.000000
12587 LAJABE  ( -1)       0.939351490       0.022086042  42.53145    -4.003102
12585 PJABE   (  0)      -0.042217950       0.038246343  -1.10384     1.339326

SE of equation            =     0.094043110
Sum of squared residuals  =  1.63615971       0.171973547E-10
Average absolute error    =     0.070485800
Sum of ABS residuals      =  13.2513304    
R squared                 =   0.96026
Durbin-Watson statistic   =   2.38335
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!  +                                   !!          .   . 0 .          !
 1966.2! *  +                                 !!         0.   .   .          !
 1966.3*   +                                  !!      0   .   .   .          !
 1966.4* +                                    !!          0   .   .          !
 1967.1!+ *                                   !!          .   .   0          !
 1967.2!   +*                                 !!          .   . 0 .          !
 1967.3!    *+                                !!         0.   .   .          !
 1967.4!  *  +                                !!        0 .   .   .          !
 1968.1!    + *                               !!          .   .   .0         !
 1968.2!    *  +                              !!         0.   .   .          !
 1968.3!     +*                               !!          .   .0  .          !
 1968.4!     * +                              !!         0.   .   .          !
 1969.1!      +*                              !!          .   .  0.          !
 1969.2!        +*                            !!          .   .  0.          !
 1969.3!          +*                          !!          .   .  0.          !
 1969.4!          * +                         !!          0   .   .          !
 1970.1!          *+                          !!          .0  .   .          !
 1970.2!        * +                           !!        0 .   .   .          !
 1970.3!         +     *                      !!          .   .   .          0
 1970.4!              * +                     !!         0.   .   .          !
 1971.1!              + *                     !!          .   .   . 0        !
 1971.2!                *+                    !!          .0  .   .          !
 1971.3!                +  *                  !!          .   .   .   0      !
 1971.4!                    + *               !!          .   .   0          !
 1972.1!                      +               !!          .   0   .          !
 1972.2!                      +*              !!          .   .  0.          !
 1972.3!                       +*             !!          .   .0  .          !
 1972.4!                       *+             !!          .0  .   .          !
 1973.1!                   *   +              !!     0    .   .   .          !
 1973.2!                   +                  !!          .   0   .          !
 1973.3!                  * +                 !!        0 .   .   .          !
 1973.4!              *   +                   !!      0   .   .   .          !
 1974.1!              *+                      !!          .  0.   .          !
 1974.2!               +                      !!          .   0   .          !
 1974.3!                + *                   !!          .   .   .0         !
 1974.4!                  +*                  !!          .   .  0.          !
 1975.1!                    + *               !!          .   .   . 0        !
 1975.2!                       +              !!          .   . 0 .          !
 1975.3!                   *    +             !!    0     .   .   .          !
 1975.4!                  * +                 !!          .0  .   .          !
 1976.1!                   +     *            !!          .   .   .          0
 1976.2!                       * +            !!        0 .   .   .          !
 1976.3!                       + *            !!          .   .   .0         !
 1976.4!                       * +            !!         0.   .   .          !
 1977.1!                        +*            !!          .   .   .0         !
 1977.2!                          +           !!          .   0   .          !
 1977.3!                         *+           !!          .  0.   .          !
 1977.4!                        * +           !!          .0  .   .          !
 1978.1!                         +*           !!          .   .  0.          !
 1978.2!                         *+           !!          .  0.   .          !
 1978.3!                       * +            !!         0.   .   .          !
 1978.4!                       *+             !!          . 0 .   .          !
 1979.1!                       +              !!          .   .0  .          !
 1979.2!                       *+             !!          . 0 .   .          !
 1979.3!                       +*             !!          .   .0  .          !
 1979.4!                        +*            !!          .   .  0.          !
 1980.1!                          +           !!          .   0   .          !
 1980.2!                          + *         !!          .   .   .0         !
 1980.3!                            +*        !!          .   .  0.          !
 1980.4!                             + *      !!          .   .   0          !
 1981.1!                               +*     !!          .   .  0.          !
 1981.2!                             *  +     !!        0 .   .   .          !
 1981.3!                             +        !!          .  0.   .          !
 1981.4!                            *+        !!          .  0.   .          !
 1982.1!                          * +         !!        0 .   .   .          !
 1982.2!                          +*          !!          .   . 0 .          !
 1982.3!                          *+          !!          .  0.   .          !
 1982.4!                           +  *       !!          .   .   .   0      !
 1983.1!                              +       !!          .   .0  .          !
 1983.2!                              +*      !!          .   .0  .          !
 1983.3!                             * +      !!          0   .   .          !
 1983.4!                             +        !!          .   0   .          !
 1984.1!                             +        !!          .   0   .          !
 1984.2!                             +*       !!          .   .  0.          !
 1984.3!                             *+       !!          .0  .   .          !
 1984.4!                            *+        !!          .  0.   .          !
 1985.1!                            +         !!          .   0   .          !
 1985.2!                            +         !!          .   0   .          !
 1985.3!                            +   *     !!          .   .   .    0     !
 1985.4!                                +     !!          .   .0  .          !
 1986.1!                                + *   !!          .   .   0          !
 1986.2!                                *+    !!          .0  .   .          !
 1986.3!                                + *   !!          .   .   .0         !
 1986.4!                              *   +   !!    0     .   .   .          !
 1987.1!                             +     *  !!          .   .   .       0  !
 1987.2!                                  +   !!          .  0.   .          !
 1987.3!                                 +    !!          .   0   .          !
 1987.4!                                *+    !!          .0  .   .          !
 1988.1!                               +    * !!          .   .   .     0    !
 1988.2!                                 * +  !!         0.   .   .          !
 1988.3!                                 +*   !!          .   .  0.          !
 1988.4!                                 *+   !!          . 0 .   .          !
 1989.1!                                 +*   !!          .   .  0.          !
 1989.2!                                 +    !!          . 0 .   .          !
 1989.3!                                + *   !!          .   .   .0         !
 1989.4!                                 *+   !!          . 0 .   .          !
 1990.1!                                 +*   !!          .   .  0.          !
 1990.2!                                  +*  !!          .   . 0 .          !
 1990.3!                                   +  !!          .   . 0 .          !
 1990.4!                                   +  !!          .  0.   .          !
 1991.1!                                  +  *!!          .   .   . 0        !
 1991.2!                                    +*!!          .   .0  .          !
 1991.3!                                    + !!          .   0   .          !
 1991.4!                                    + !!          .   0   .          !
 1992.1!                                   + *!!          .   .  0.          !
 1992.2!                                    + *!          .   .  0.          !
 1992.3!                                     +*!          .   . 0 .          !
 1992.4!                                    * +!          0   .   .          !
 1993.1!                                    + *!          .   .   .0         !
 1993.2!                                    *+!!          . 0 .   .          !
 1993.3!                                    + !!          .   0   .          !
 1993.4!                                 * +  !!         0.   .   .          !
 1994.1!                                 +    !!          .  0.   .          !
 1994.2!                               *+     !!          . 0 .   .          !
 1994.3!                          *    +      !!  0       .   .   .          !
 1994.4!                          +     *     !!          .   .   .        0 !
 1995.1!                                +     !!          .   .0  .          !
 1995.2!                                +     !!          .   0   .          !
 1995.3!                                +  *  !!          .   .   .  0       !
 1995.4!                                  +   !!          . 0 .   .          !
 1996.1!                                *+    !!          . 0 .   .          !
 1996.2!                                +*    !!          .   .  0.          !
 1996.3!                                 +    !!          .  0.   .          !
 1996.4!                                *+    !!          .  0.   .          !
 1997.1!                              * +     !!        0 .   .   .          !
 1997.2!                              +*      !!          .   . 0 .          !
 1997.3!                               +*     !!          .   .  0.          !
 1997.4!                                +     !!          .   0   .          !
 1998.1!                                +     !!          .   0   .          !
 1998.2!                                +*    !!          .   .   0          !
 1998.3!                                 + *  !!          .   .   0          !
 1998.4!                                  *+  !!          .  0.   .          !
 1999.1!                                  +   !!          .   .0  .          !
 1999.2!                                  +*  !!          .   .0  .          !
 1999.3!                                  +*  !!          .   .0  .          !
 1999.4!                                  *+  !!          .  0.   .          !
 2000.1!                                  +*  !!          .   .  0.          !
 2000.2!                                  *+  !!          . 0 .   .          !
 2000.3!                                 +    !!          .   0   .          !
 2000.4!                               * +    !!        0 .   .   .          !
 2001.1!                              + *     !!          .   .   .0         !
 2001.2!                               *+     !!          . 0 .   .          !
 2001.3!                               +*     !!          .   .  0.          !
 2001.4!                                +     !!          .   0   .          !
 2002.1!                               *+     !!          . 0 .   .          !
 2002.2!                               +*     !!          .   .0  .          !
 2002.3!                                +     !!          .   .0  .          !
 2002.4!                              * +     !!          0   .   .          !
 2003.1!                               +  *   !!          .   .   .    0     !
 2003.2!                                  +*  !!          .   . 0 .          !
 2003.3!                                  *+  !!          . 0 .   .          !
 2003.4!                                 *+   !!          .  0.   .          !
 2004.1!                                 +  * !!          .   .   .  0       !
 2004.2!                                   *+ !!          . 0 .   .          !
 2004.3!                                   +  !!          .   .0  .          !
 2004.4!                                   +* !!          .   .0  .          !
 2005.1!                                  *+  !!          .0  .   .          !
 2005.2!                                  +   !!          .  0.   .          !
 2005.3!                                  +   !!          .   . 0 .          !
 2005.4!                                 *+   !!          .0  .   .          !
 2006.1!                                *+    !!          .  0.   .          !
 2006.2!                                *+    !!          .  0.   .          !
 2006.3!                                +*    !!          .   . 0 .          !
 2006.4!                                *+    !!          . 0 .   .          !
 2007.1!                                +     !!          . 0 .   .          !
 2007.2!                                +*    !!          .   . 0 .          !
 2007.3!                                 +*   !!          .   .   0          !
 2007.4!                                 * +  !!          . 0 .   .          !
 2008.1!                                  +   !!          .   0   .          !
 2008.2!                                 *+   !!          . 0 .   .          !
 2008.3!                                 +    !!          .   .0  .          !
 2008.4!                               * +    !!        0 .   .   .          !
 2009.1!                             * +      !!         0.   .   .          !
 2009.2!                            *+        !!          .0  .   .          !
 2009.3!                           *+         !!          0   .   .          !
 2009.4!                           +          !!          .  0.   .          !
 2010.1!                           +  *       !!          .   .   . 0        !
 2010.2!                             *+       !!          . 0 .   .          !
 2010.3!                             *+       !!          . 0 .   .          !
 2010.4!                             +        !!          .  0.   .          !
 2011.1!                           * +        !!         0.   .   .          !
 2011.2!                          * +         !!          0   .   .          !
 2011.3!                          +*          !!          .   .  0.          !
 2011.4!                           *+         !!          . 0 .   .          !
 2012.1!                           +*         !!          .   .0  .          !
 2012.2!                            +         !!          .  0.   .          !
 2012.3!                          * +         !!        0 .   .   .          !
 2012.4!                       *  +           !!      0   .   .   .          !


     28.72 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUBE=AUPX$/BEPMM;                                                      
 GENR LAAAUBE=LOG(AAAUBE+.00001);                                             
 GENR LAAUBE=LOG(AAUBE+.00001);                                               
 LHS AAAUBE=EXP(LAAAUBE)-.00001;                                              
  EQ  802 LAAAUBE C LAAUBE(-1) PAUBE;                                         
EQUATION 727  LAAAUBE  
   RHS     C  LAAUBE(-1)  PAUBE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  727 PLOT=0;END;                                                     

Equation number =  727
**********************

Dependent variable = LAAAUBE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.191358971

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.438940538       0.244298458  -1.79674     1.000000
12590 LAAUBE  ( -1)       0.874993235       0.034839542  25.11495    -5.193769
12588 PAUBE   (  0)      -0.209629939       0.211959269  -0.98901     0.991776

SE of equation            =     0.171817238
Sum of squared residuals  =  5.46141522      -0.735287387E-10
Average absolute error    =     0.101229973
Sum of ABS residuals      =  19.0312349    
R squared                 =   0.78579
Durbin-Watson statistic   =   2.10015
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!               +                      !!            . 0 .            !
 1966.2!             *  +                     !!            .0. .            !
 1966.3!           *  +                       !!            0 . .            !
 1966.4!             +*                       !!            . .0.            !
 1967.1!           *   +                      !!            0 . .            !
 1967.2!     *       +                        !!          0 . . .            !
 1967.3!        + *                           !!            . .0.            !
 1967.4!            + *                       !!            . .0.            !
 1968.1!            *  +                      !!            0 . .            !
 1968.2!           * +                        !!            .0. .            !
 1968.3!          *  +                        !!            .0. .            !
 1968.4!          *+                          !!            .0. .            !
 1969.1!           *+                         !!            . 0 .            !
 1969.2!             +    *                   !!            . . .0           !
 1969.3!               *  +                   !!            0 . .            !
 1969.4!           *    +                     !!            0 . .            !
 1970.1!           *+                         !!            . 0 .            !
 1970.2!            *+                        !!            . 0 .            !
 1970.3!             + *                      !!            . .0.            !
 1970.4!         *      +                     !!           0. . .            !
 1971.1!           +  *                       !!            . . 0            !
 1971.2!             * +                      !!            .0. .            !
 1971.3!             * +                      !!            .0. .            !
 1971.4!            * +                       !!            .0. .            !
 1972.1!            *+                        !!            .0. .            !
 1972.2!         *    +                       !!            0 . .            !
 1972.3!         * +                          !!            .0. .            !
 1972.4!           + *                        !!            . .0.            !
 1973.1!           *  +                       !!            0 . .            !
 1973.2!         *   +                        !!            0 . .            !
 1973.3!        * +                           !!            .0. .            !
 1973.4!          +*                          !!            . .0.            !
 1974.1!            + *                       !!            . .0.            !
 1974.2!           *   +                      !!            0 . .            !
 1974.3!             +*                       !!            . .0.            !
 1974.4!               +  *                   !!            . .0.            !
 1975.1!                  +*                  !!            . 0 .            !
 1975.2!                  * +                 !!            .0. .            !
 1975.3!                   +  *               !!            . .0.            !
 1975.4!                  *   +               !!            0 . .            !
 1976.1!                 * +                  !!            .0. .            !
 1976.2!                  +                   !!            . 0 .            !
 1976.3!                 * +                  !!            .0. .            !
 1976.4!               *  +                   !!            .0. .            !
 1977.1!                +                     !!            . 0 .            !
 1977.2!                 +                    !!            . 0 .            !
 1977.3!                 *+                   !!            . 0 .            !
 1977.4!                 *+                   !!            . 0 .            !
 1978.1!                * +                   !!            .0. .            !
 1978.2!                 + *                  !!            . .0.            !
 1978.3!                 *  +                 !!            .0. .            !
 1978.4!                  +                   !!            . 0 .            !
 1979.1!                  + *                 !!            . .0.            !
 1979.2!                  * +                 !!            .0. .            !
 1979.3!                 * +                  !!            .0. .            !
 1979.4!                  + *                 !!            . .0.            !
 1980.1!                   *+                 !!            .0. .            !
 1980.2!                    +*                !!            . .0.            !
 1980.3!                   *  +               !!            .0. .            !
 1980.4!                    +                 !!            . 0 .            !
 1981.1!                     + *              !!            . .0.            !
 1981.2!                   *    +             !!           0. . .            !
 1981.3!                   *+                 !!            .0. .            !
 1981.4!                    +                 !!            . 0 .            !
 1982.1!                     + *              !!            . .0.            !
 1982.2!                       + *            !!            . .0.            !
 1982.3!                        *+            !!            .0. .            !
 1982.4!                        +*            !!            . 0 .            !
 1983.1!                          +*          !!            . 0 .            !
 1983.2!                           +  *       !!            . .0.            !
 1983.3!                            * +       !!            .0. .            !
 1983.4!                            +*        !!            . 0 .            !
 1984.1!                             +*       !!            . .0.            !
 1984.2!                            * +       !!            .0. .            !
 1984.3!                          * +         !!            .0. .            !
 1984.4!                           +    *     !!            . . 0            !
 1985.1!                                + *   !!            . .0.            !
 1985.2!                                  +*  !!            . .0.            !
 1985.3!                                   +  !!            . 0 .            !
 1985.4!                                  +*  !!            . 0 .            !
 1986.1!                                  +   *!            . . 0            !
 1986.2!                                    + !!            . 0 .            !
 1986.3!                                  +   !!            . 0 .            !
 1986.4!                                 + *  !!            . .0.            !
 1987.1!                                 + *  !!            . .0.            !
 1987.2!                                 *+   !!            . 0 .            !
 1987.3!                              * +     !!            .0. .            !
 1987.4!                             + *      !!            . .0.            !
 1988.1!                              +   *   !!            . . 0            !
 1988.2!                                +*    !!            . .0.            !
 1988.3!                              * +     !!            .0. .            !
 1988.4!                             +   *    !!            . . 0            !
 1989.1!                                +  *  !!            . .0.            !
 1989.2!                                 +*   !!            . 0 .            !
 1989.3!                             *   +    !!            0 . .            !
 1989.4!                            +   *     !!            . . 0            !
 1990.1!                               +*     !!            . .0.            !
 1990.2!                               + *    !!            . .0.            !
 1990.3!                            *   +     !!            0 . .            !
 1990.4!                            + *       !!            . .0.            !
 1991.1!                              + *     !!            . .0.            !
 1991.2!                               +      !!            . 0 .            !
 1991.3!                          *   +       !!            0 . .            !
 1991.4!                          + *         !!            . .0.            !
 1992.1!                            +*        !!            . .0.            !
 1992.2!                            +*        !!            . 0 .            !
 1992.3!                         *  +         !!            .0. .            !
 1992.4!                         +   *        !!            . . 0            !
 1993.1!                            +  *      !!            . .0.            !
 1993.2!                             *+       !!            .0. .            !
 1993.3!                           *+         !!            .0. .            !
 1993.4!                          + *         !!            . .0.            !
 1994.1!                            +         !!            . 0 .            !
 1994.2!                           +          !!            . 0 .            !
 1994.3!                          + *         !!            . .0.            !
 1994.4!                           +  *       !!            . .0.            !
 1995.1!                             +*       !!            . .0.            !
 1995.2!                             +        !!            . 0 .            !
 1995.3!                           *+         !!            . 0 .            !
 1995.4!                           +  *       !!            . . 0            !
 1996.1!                             +*       !!            . .0.            !
 1996.2!                             + *      !!            . .0.            !
 1996.3!                             + *      !!            . .0.            !
 1996.4!                              +*      !!            . .0.            !
 1997.1!                     *        +       !!         0  . . .            !
 1997.2!                     +          *     !!            . . .  0         !
 1997.3!                               +      !!            . 0 .            !
 1997.4!                              +  *    !!            . .0.            !
 1998.1!  *                             +     !0            . . .            !
 1998.2! *  +                                 !!            0 . .            !
 1998.3!*   +                                 !!            0 . .            !
 1998.4*   +                                  !!            0 . .            !
 1999.1!  +                          *        !!            . . .          0 !
 1999.2!                            +*        !!            . 0 .            !
 1999.3!                            +         !!            . 0 .            !
 1999.4!                          * +         !!            .0. .            !
 2000.1!                          + *         !!            . .0.            !
 2000.2!                            + *       !!            . .0.            !
 2000.3!                           *  +       !!            .0. .            !
 2000.4!                           +   *      !!            . . 0            !
 2001.1!                               +    * !!            . . .0           !
 2001.2!                                  *+  !!            .0. .            !
 2001.3!                                *+    !!            . 0 .            !
 2001.4!                                +*    !!            . 0 .            !
 2002.1!                                +*    !!            . .0.            !
 2002.2!                               *+     !!            . 0 .            !
 2002.3!                             *+       !!            .0. .            !
 2002.4!                            + *       !!            . .0.            !
 2003.1!                             +  *     !!            . .0.            !
 2003.2!                              +*      !!            . 0 .            !
 2003.3!                             *+       !!            .0. .            !
 2003.4!                            +   *     !!            . . 0            !
 2004.1!                              *+      !!            . 0 .            !
 2004.2!                             +        !!            . 0 .            !
 2004.3!                         *  +         !!            0 . .            !
 2004.4!                         +  *         !!            . . 0            !
 2005.1!                            +   *     !!            . . 0            !
 2005.2!                              + *     !!            . .0.            !
 2005.3!                            *  +      !!            0 . .            !
 2005.4!                           +  *       !!            . . 0            !
 2006.1!                             +  *     !!            . .0.            !
 2006.2!                              *+      !!            . 0 .            !
 2006.3!                           * +        !!            .0. .            !
 2006.4!                          +           !!            . 0 .            !
 2007.1!                          +  *        !!            . . 0            !
 2007.2!                           *+         !!            .0. .            !
 2007.3!                         * +          !!            .0. .            !
 2007.4!                         +*           !!            . .0.            !
 2008.1!                          + *         !!            . .0.            !
 2008.2!                           + *        !!            . .0.            !
 2008.3!                         *  +         !!            .0. .            !
 2008.4!                         +*           !!            . 0 .            !
 2009.1!                         +   *        !!            . . 0            !
 2009.2!                            +*        !!            . 0 .            !
 2009.3!                          * +         !!            .0. .            !
 2009.4!                          +           !!            . 0 .            !
 2010.1!                         +*           !!            . .0.            !
 2010.2!                          +           !!            . 0 .            !
 2010.3!                         *+           !!            .0. .            !
 2010.4!                        +*            !!            . 0 .            !
 2011.1!                         + *          !!            . .0.            !
 2011.2!                         * +          !!            .0. .            !
 2011.3!                         +*           !!            . 0 .            !
 2011.4!                          +           !!            . 0 .            !
 2012.1!                          + *         !!            . .0.            !
 2012.2!                           +          !!            . 0 .            !
 2012.3!                          *+          !!            . 0 .            !
 2012.4!                         *+           !!            .0. .            !


      9.57 percent of the residuals exceed 1 SE
      2.13 percent of the residuals exceed 2 SE
@EQ   803 LAAFRBE C LAFRBE(-1) PFRBE;SMPL 1966.1 2012.4;OLS;EST  803 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEBE=GEPX$/BEPMM;                                                      
 GENR LAAGEBE=LOG(AAGEBE+.00001);                                             
 GENR LAGEBE=LOG(AGEBE+.00001);                                               
 LHS AAGEBE=EXP(LAAGEBE)-.00001;                                              
  EQ  804 LAAGEBE C LAGEBE(-1) PGEBE;                                         
EQUATION 728  LAAGEBE  
   RHS     C  LAGEBE(-1)  PGEBE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  728 PLOT=0;END;                                                     

Equation number =  728
**********************

Dependent variable = LAAGEBE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -1.460469596

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.010313004       0.047056132   0.21916     1.000000
12593 LAGEBE  ( -1)       0.985200959       0.017251984  57.10653    -1.457942
12591 PGEBE   (  0)      -0.034797957       0.053318380  -0.65264     0.989043

SE of equation            =     0.038199094
Sum of squared residuals  = 0.269946601       0.532551780E-11
Average absolute error    =     0.028276558
Sum of ABS residuals      =  5.31599283    
R squared                 =   0.95738
Durbin-Watson statistic   =   2.57816
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                           +  *       !!          .   .   .0         !
 1966.2!                             *+       !!          . 0 .   .          !
 1966.3!                             +*       !!          .   .0  .          !
 1966.4!                             +*       !!          .   . 0 .          !
 1967.1!                              +*      !!          .   . 0 .          !
 1967.2!                              *+      !!          .  0.   .          !
 1967.3!                              +       !!          .   0   .          !
 1967.4!                              +  *    !!          .   .   .0         !
 1968.1!                               * +    !!          .0  .   .          !
 1968.2!                              *+      !!          . 0 .   .          !
 1968.3!                              +*      !!          .   . 0 .          !
 1968.4!                               +  *   !!          .   .   .0         !
 1969.1!                               *  +   !!         0.   .   .          !
 1969.2!                               + *    !!          .   .  0.          !
 1969.3!                                +     !!          .   0   .          !
 1969.4!                                +     !!          .   0   .          !
 1970.1!                              *+      !!          . 0 .   .          !
 1970.2!                              +  *    !!          .   .   .0         !
 1970.3!                                +     !!          .   0   .          !
 1970.4!                                +     !!          .   0   .          !
 1971.1!                                +     *!          .   .   .     0    !
 1971.2!                                    * +!          . 0 .   .          !
 1971.3!                                    + !!          .   0   .          !
 1971.4!                                 *  + !!          0   .   .          !
 1972.1!                                 + *  !!          .   .   0          !
 1972.2!                                 * +  !!         0.   .   .          !
 1972.3!                                +     !!          .  0.   .          !
 1972.4!                                +*    !!          .   .  0.          !
 1973.1!                                *+    !!          .  0.   .          !
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 1973.3!                              *+      !!          . 0 .   .          !
 1973.4!                            * +       !!          .0  .   .          !
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 1974.2!                         *     +      !!    0     .   .   .          !
 1974.3!                         +   *        !!          .   .   .  0       !
 1974.4!                            *+        !!          .  0.   .          !
 1975.1!                           +*         !!          .   . 0 .          !
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 1975.3!                               +      !!          .  0.   .          !
 1975.4!                             * +      !!          .0  .   .          !
 1976.1!                             +        !!          .   .0  .          !
 1976.2!                             +        !!          .   0   .          !
 1976.3!                             +*       !!          .   .0  .          !
 1976.4!                           * +        !!         0.   .   .          !
 1977.1!                           + *        !!          .   .  0.          !
 1977.2!                            +*        !!          .   0   .          !
 1977.3!                            +         !!          .  0.   .          !
 1977.4!                            +         !!          .   .0  .          !
 1978.1!                            + *       !!          .   .   .0         !
 1978.2!                             *+       !!          . 0 .   .          !
 1978.3!                             + *      !!          .   .   0          !
 1978.4!                              + *     !!          .   .  0.          !
 1979.1!                               *+     !!          .  0.   .          !
 1979.2!                               + *    !!          .   .  0.          !
 1979.3!                               *+     !!          . 0 .   .          !
 1979.4!                               +      !!          .   0   .          !
 1980.1!                              +       !!          .  0.   .          !
 1980.2!                              +*      !!          .   .0  .          !
 1980.3!                              *+      !!          .  0.   .          !
 1980.4!                              +       !!          .   0   .          !
 1981.1!                              +   *   !!          .   .   .   0      !
 1981.2!                                  +   !!          .   0   .          !
 1981.3!                                  +*  !!          .   .  0.          !
 1981.4!                                  *+  !!          . 0 .   .          !
 1982.1!                                  + * !!          .   .   0          !
 1982.2!                                    + !!          .   0   .          !
 1982.3!                                    + *!          .   .  0.          !
 1982.4!                                     *+!          .  0.   .          !
 1983.1!                                    *+!!          . 0 .   .          !
 1983.2!                                    +*!!          .   .0  .          !
 1983.3!                                     +*!          .   .0  .          !
 1983.4!                                   *  +!         0.   .   .          !
 1984.1!                                   + *!!          .   .   0          !
 1984.2!                                 *   +!!       0  .   .   .          !
 1984.3!                                 +  * !!          .   .   . 0        !
 1984.4!                                    +*!!          .   .0  .          !
 1985.1!                                     +*!          .   .0  .          !
 1985.2!                                     *+!          .  0.   .          !
 1985.3!                                  *  +!!         0.   .   .          !
 1985.4!                                  +   !!          .   0   .          !
 1986.1!                               *  +   !!          0   .   .          !
 1986.2!                              *+      !!          . 0 .   .          !
 1986.3!                              +*      !!          .   . 0 .          !
 1986.4!                               +      !!          .   .0  .          !
 1987.1!                               +      !!          .   .0  .          !
 1987.2!                               +*     !!          .   .0  .          !
 1987.3!                              *+      !!          . 0 .   .          !
 1987.4!                             *+       !!          .  0.   .          !
 1988.1!                             +        !!          .   0   .          !
 1988.2!                             +        !!          .   0   .          !
 1988.3!                            *+        !!          . 0 .   .          !
 1988.4!                            +*        !!          .   .  0.          !
 1989.1!                             + *      !!          .   .   0          !
 1989.2!                             * +      !!          .0  .   .          !
 1989.3!                            +*        !!          .   .0  .          !
 1989.4!                         *   +        !!       0  .   .   .          !
 1990.1!                         + *          !!          .   .   0          !
 1990.2!                        *  +          !!        0 .   .   .          !
 1990.3!                        +  *          !!          .   .   . 0        !
 1990.4!                           + *        !!          .   .  0.          !
 1991.1!                        *    +        !!       0  .   .   .          !
 1991.2!                        + *           !!          .   .  0.          !
 1991.3!                          +*          !!          .   . 0 .          !
 1991.4!                          *+          !!          . 0 .   .          !
 1992.1!                         +*           !!          .   .0  .          !
 1992.2!                         *+           !!          .  0.   .          !
 1992.3!                       * +            !!          .0  .   .          !
 1992.4!                      *+              !!          . 0 .   .          !
 1993.1!                 *    +               !!     0    .   .   .          !
 1993.2!                 + *                  !!          .   .   0          !
 1993.3!                  *+                  !!          . 0 .   .          !
 1993.4!          *       +                   !!0         .   .   .          !
 1994.1!         +      *                     !!          .   .   .      0   !
 1994.2!               +     *                !!          .   .   .    0     !
 1994.3!                    +*                !!          .   0   .          !
 1994.4!                    +                 !!          .  0.   .          !
 1995.1!                  * +                 !!          0   .   .          !
 1995.2!                 + *                  !!          .   .  0.          !
 1995.3!                *  +                  !!         0.   .   .          !
 1995.4!                +                     !!          .   0   .          !
 1996.1!               + *                    !!          .   .  0.          !
 1996.2!                 +                    !!          .   .0  .          !
 1996.3!                 +                    !!          .   0   .          !
 1996.4!                 +   *                !!          .   .   . 0        !
 1997.1!                   * +                !!          .0  .   .          !
 1997.2!                *  +                  !!          0   .   .          !
 1997.3!                + *                   !!          .   .  0.          !
 1997.4!               *  +                   !!         0.   .   .          !
 1998.1!               +*                     !!          .   .0  .          !
 1998.2!               + *                    !!          .   .   0          !
 1998.3!                *+                    !!          .0  .   .          !
 1998.4!              * +                     !!          .0  .   .          !
 1999.1!              +                       !!          .   0   .          !
 1999.2!            * +                       !!          0   .   .          !
 1999.3!           *+                         !!          .  0.   .          !
 1999.4!          *+                          !!          . 0 .   .          !
 2000.1!          +  *                        !!          .   .   .0         !
 2000.2!            *+                        !!          .  0.   .          !
 2000.3!          * +                         !!         0.   .   .          !
 2000.4!          +*                          !!          .   . 0 .          !
 2001.1!           +  *                       !!          .   .   .0         !
 2001.2!            * +                       !!          .0  .   .          !
 2001.3!            + *                       !!          .   .  0.          !
 2001.4!           *  +                       !!         0.   .   .          !
 2002.1!         * +                          !!          .0  .   .          !
 2002.2!        *+                            !!          . 0 .   .          !
 2002.3!        +                             !!          .  0.   .          !
 2002.4!     *  +                             !!          0   .   .          !
 2003.1!     +                                !!          .   0   .          !
 2003.2!    *+                                !!          .  0.   .          !
 2003.3!    +        *                        !!          .   .   .          0
 2003.4!          *  +                        !!         0.   .   .          !
 2004.1!          +  *                        !!          .   .   .  0       !
 2004.2!             +  *                     !!          .   .   .0         !
 2004.3!                +                     !!          .   0   .          !
 2004.4!               *+                     !!          .  0.   .          !
 2005.1!               +                      !!          .   0   .          !
 2005.2!               +                      !!          .   0   .          !
 2005.3!             *+                       !!          .0  .   .          !
 2005.4!             +                        !!          .   0   .          !
 2006.1!            *+                        !!          .  0.   .          !
 2006.2!           *+                         !!          . 0 .   .          !
 2006.3!          *+                          !!          .  0.   .          !
 2006.4!         *+                           !!          . 0 .   .          !
 2007.1!         +     *                      !!          .   .   .      0   !
 2007.2!           *   +                      !!        0 .   .   .          !
 2007.3!          *+                          !!          . 0 .   .          !
 2007.4!         *+                           !!          . 0 .   .          !
 2008.1!         +                            !!          .   0   .          !
 2008.2!        *+                            !!          .0  .   .          !
 2008.3!        +*                            !!          .   . 0 .          !
 2008.4!         +                            !!          .   0   .          !
 2009.1!         +  *                         !!          .   .   0          !
 2009.2!         * +                          !!          0   .   .          !
 2009.3!         +*                           !!          .   .0  .          !
 2009.4!         *+                           !!          . 0 .   .          !
 2010.1!        *+                            !!          . 0 .   .          !
 2010.2!        +                             !!          .   0   .          !
 2010.3!      * +                             !!          .0  .   .          !
 2010.4!    * +                               !!          0   .   .          !
 2011.1!    +                                 !!          .   .0  .          !
 2011.2!   * +                                !!          . 0 .   .          !
 2011.3!  *+                                  !!          . 0 .   .          !
 2011.4! *+                                   !!          . 0 .   .          !
 2012.1* +                                    !!          0   .   .          !
 2012.2+*                                     !!          .   . 0 .          !
 2012.3*+                                     !!          . 0 .   .          !
 2012.4!+                                     !!          .   .0  .          !


     26.06 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITBE=ITPX$/BEPMM;                                                      
 GENR LAAITBE=LOG(AAITBE+.00001);                                             
 GENR LAITBE=LOG(AITBE+.00001);                                               
 LHS AAITBE=EXP(LAAITBE)-.00001;                                              
  EQ  805 LAAITBE C LAITBE(-1) PITBE;                                         
EQUATION 729  LAAITBE  
   RHS     C  LAITBE(-1)  PITBE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  729 PLOT=0;END;                                                     

Equation number =  729
**********************

Dependent variable = LAAITBE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.965502871

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.329749020       0.071149607  -4.63459     1.000000
12596 LAITBE  ( -1)       0.763384725       0.040309864  18.93791    -2.963270
12594 PITBE   (  0)      -0.431055012       0.078075238  -5.52102     0.866801

SE of equation            =     0.064460867
Sum of squared residuals  = 0.768712622       0.312070370E-10
Average absolute error    =     0.045665974
Sum of ABS residuals      =  8.58520318    
R squared                 =   0.91897
Durbin-Watson statistic   =   2.46546
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                           +          !!           .  0  .           !
 1966.2!                          +  *        !!           .  .  0           !
 1966.3!                           + *        !!           .  . 0.           !
 1966.4!                            +   *     !!           .  .  .0          !
 1967.1!                             +    *   !!           .  .  .  0        !
 1967.2!                                + *   !!           .  . 0.           !
 1967.3!                                + *   !!           .  .  0           !
 1967.4!                                +     *!           .  .  .   0       !
 1968.1!                                  *+  !!           . 0.  .           !
 1968.2!                               + *    !!           .  .  0           !
 1968.3!                               + *    !!           .  .  0           !
 1968.4!                               + *    !!           .  .  0           !
 1969.1!                               +*     !!           .  .0 .           !
 1969.2!                             *+       !!           . 0.  .           !
 1969.3!                           + *        !!           .  . 0.           !
 1969.4!                       *   +          !!          0.  .  .           !
 1970.1!                       +   *          !!           .  .  .0          !
 1970.2!                           +          !!           .  .0 .           !
 1970.3!                           +          !!           .  0  .           !
 1970.4!                          *+          !!           . 0.  .           !
 1971.1!                         +  *         !!           .  .  0           !
 1971.2!                            +         !!           .  .0 .           !
 1971.3!                            + *       !!           .  . 0.           !
 1971.4!                              +*      !!           .  . 0.           !
 1972.1!                             * +      !!           . 0.  .           !
 1972.2!                             +*       !!           .  .0 .           !
 1972.3!                             *+       !!           . 0.  .           !
 1972.4!                             +*       !!           .  .0 .           !
 1973.1!                 *            +       !0           .  .  .           !
 1973.2!                    +   *             !!           .  .  .0          !
 1973.3!                          +           !!           .  .0 .           !
 1973.4!                          *+          !!           . 0.  .           !
 1974.1!                          *+          !!           . 0.  .           !
 1974.2!                       *  +           !!          0.  .  .           !
 1974.3!                        +*            !!           .  .0 .           !
 1974.4!                         +*           !!           .  0  .           !
 1975.1!                          +           !!           .  0  .           !
 1975.2!                         *+           !!           . 0.  .           !
 1975.3!                          +           !!           .  .0 .           !
 1975.4!                           +          !!           .  .0 .           !
 1976.1!                             +*       !!           .  .0 .           !
 1976.2!                             *+       !!           . 0.  .           !
 1976.3!                             +        !!           .  0  .           !
 1976.4!                              +       !!           .  0  .           !
 1977.1!                            * +       !!           0  .  .           !
 1977.2!                            + *       !!           .  . 0.           !
 1977.3!                         *   +        !!         0 .  .  .           !
 1977.4!                          +*          !!           .  .0 .           !
 1978.1!                           *+         !!           . 0.  .           !
 1978.2!                            +*        !!           .  .0 .           !
 1978.3!                        *     +       !!        0  .  .  .           !
 1978.4!                          +      *    !!           .  .  .    0      !
 1979.1!                             *   +    !!          0.  .  .           !
 1979.2!                              +       !!           .  0  .           !
 1979.3!                            * +       !!           .0 .  .           !
 1979.4!                            +         !!           .  0  .           !
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 1980.2!                          * +         !!           0  .  .           !
 1980.3!                        * +           !!           .0 .  .           !
 1980.4!                     *   +            !!         0 .  .  .           !
 1981.1!                      +*              !!           .  .0 .           !
 1981.2!                   *    +             !!       0   .  .  .           !
 1981.3!                    +   *             !!           .  .  .0          !
 1981.4!                        *+            !!           . 0.  .           !
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 1982.2!                        *+            !!           . 0.  .           !
 1982.3!                         +*           !!           .  .0 .           !
 1982.4!                         * +          !!           .0 .  .           !
 1983.1!                          +*          !!           .  .0 .           !
 1983.2!                          *+          !!           .0 .  .           !
 1983.3!                        *  +          !!           0  .  .           !
 1983.4!                         +            !!           .  0  .           !
 1984.1!                         *+           !!           . 0.  .           !
 1984.2!                          +           !!           .  0  .           !
 1984.3!                           +          !!           . 0.  .           !
 1984.4!                            +         !!           .  0  .           !
 1985.1!                            +         !!           . 0.  .           !
 1985.2!                            +         !!           . 0.  .           !
 1985.3!                          * +         !!           0  .  .           !
 1985.4!                           +  *       !!           .  .  0           !
 1986.1!                             *+       !!           . 0.  .           !
 1986.2!                            *+        !!           . 0.  .           !
 1986.3!                           +   *      !!           .  .  . 0         !
 1986.4!                           *  +       !!           0  .  .           !
 1987.1!                          +  *        !!           .  .  0           !
 1987.2!                            +         !!           . 0.  .           !
 1987.3!                            + *       !!           .  .  0           !
 1987.4!                          *  +        !!          0.  .  .           !
 1988.1!                         +*           !!           .  .0 .           !
 1988.2!                          +   *       !!           .  .  . 0         !
 1988.3!                           * +        !!           .0 .  .           !
 1988.4!                          *+          !!           . 0.  .           !
 1989.1!                         +            !!           .  0  .           !
 1989.2!                         + *          !!           .  . 0.           !
 1989.3!                          +           !!           .  0  .           !
 1989.4!                         +*           !!           .  .0 .           !
 1990.1!                         +            !!           .  0  .           !
 1990.2!                         +  *         !!           .  .  .0          !
 1990.3!                          +           !!           .  0  .           !
 1990.4!                         +*           !!           .  .0 .           !
 1991.1!                         +            !!           .  0  .           !
 1991.2!                         +            !!           .  .0 .           !
 1991.3!                        *+            !!           . 0.  .           !
 1991.4!                       +   *          !!           .  .  .0          !
 1992.1!                          +           !!           .  0  .           !
 1992.2!                         +            !!           .  0  .           !
 1992.3!                       *+             !!           . 0.  .           !
 1992.4!                        +             !!           .  .0 .           !
 1993.1!                         +            !!           .  0  .           !
 1993.2!                          + *         !!           .  . 0.           !
 1993.3!                           +*         !!           .  .0 .           !
 1993.4!                            + *       !!           .  . 0.           !
 1994.1!                            * +       !!           .0 .  .           !
 1994.2!                           +          !!           .  0  .           !
 1994.3!                           + *        !!           .  . 0.           !
 1994.4!                            * +       !!           .0 .  .           !
 1995.1!                           * +        !!           . 0.  .           !
 1995.2!                             +*       !!           .  . 0.           !
 1995.3!                             *+       !!           . 0.  .           !
 1995.4!                            *+        !!           . 0.  .           !
 1996.1!                           +*         !!           .  .0 .           !
 1996.2!                           +          !!           .  0  .           !
 1996.3!                          +           !!           . 0.  .           !
 1996.4!                         +*           !!           .  .0 .           !
 1997.1!                       * +            !!           .0 .  .           !
 1997.2!                       +*             !!           .  .0 .           !
 1997.3!                       +              !!           .  0  .           !
 1997.4!                       +*             !!           .  0  .           !
 1998.1!                       +              !!           .  0  .           !
 1998.2!                      +*              !!           .  .0 .           !
 1998.3!                    * +               !!           .0 .  .           !
 1998.4!                    +                 !!           .  .0 .           !
 1999.1!                    +*                !!           .  . 0.           !
 1999.2!                   * +                !!           .0 .  .           !
 1999.3!                  *+                  !!           .0 .  .           !
 1999.4!                  + *                 !!           .  . 0.           !
 2000.1!              *     +                 !!      0    .  .  .           !
 2000.2!                + *                   !!           .  .  0           !
 2000.3!                   +     *            !!           .  .  .   0       !
 2000.4!                      * +             !!           .0 .  .           !
 2001.1!                      + *             !!           .  .  0           !
 2001.2!                       +              !!           .  0  .           !
 2001.3!                      +               !!           . 0.  .           !
 2001.4!                     +      *         !!           .  .  .     0     !
 2002.1!                       *  +           !!           0  .  .           !
 2002.2!                   *  +               !!          0.  .  .           !
 2002.3!                  +    *              !!           .  .  . 0         !
 2002.4!                 *   +                !!         0 .  .  .           !
 2003.1!                 +                    !!           .  .0 .           !
 2003.2!              *  +                    !!           0  .  .           !
 2003.3!            * +                       !!           0  .  .           !
 2003.4!            +*                        !!           .  .0 .           !
 2004.1!             +                        !!           .  0  .           !
 2004.2!            *+                        !!           . 0.  .           !
 2004.3!       *    +                         !!       0   .  .  .           !
 2004.4!      * +                             !!           0  .  .           !
 2005.1!       +*                             !!           .  .0 .           !
 2005.2!         +*                           !!           .  . 0.           !
 2005.3!        *  +                          !!           0  .  .           !
 2005.4!         + *                          !!           .  . 0.           !
 2006.1!          *+                          !!           . 0.  .           !
 2006.2!         *+                           !!           .0 .  .           !
 2006.3!         +*                           !!           .  . 0.           !
 2006.4!          + *                         !!           .  .  0           !
 2007.1!           +  *                       !!           .  .  0           !
 2007.2!           *+                         !!           .0 .  .           !
 2007.3!          +                           !!           .  0  .           !
 2007.4!         +                            !!           .  0  .           !
 2008.1!   *    +                             !!         0 .  .  .           !
 2008.2!   +    *                             !!           .  .  . 0         !
 2008.3!    *  +                              !!           .0 .  .           !
 2008.4!   *+                                 !!           . 0.  .           !
 2009.1!   +  *                               !!           .  .  0           !
 2009.2!     +                                !!           .  0  .           !
 2009.3!    +*                                !!           .  .0 .           !
 2009.4!  * +                                 !!           .0 .  .           !
 2010.1!  +                                   !!           .  0  .           !
 2010.2!   +                                  !!           .  0  .           !
 2010.3!  *+                                  !!           . 0.  .           !
 2010.4*  +                                   !!           0  .  .           !
 2011.1! +                                    !!           .  0  .           !
 2011.2!    +  *                              !!           .  .  0           !
 2011.3!        +                             !!           .  0  .           !
 2011.4!        * +                           !!           .0 .  .           !
 2012.1!        * +                           !!           .0 .  .           !
 2012.2!       * +                            !!           0  .  .           !
 2012.3!        *+                            !!           . 0.  .           !
 2012.4!         +   *                        !!           .  .  .0          !


     23.40 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEBE=NEPX$/BEPMM;                                                      
 GENR LAANEBE=LOG(AANEBE+.00001);                                             
 GENR LANEBE=LOG(ANEBE+.00001);                                               
 LHS AANEBE=EXP(LAANEBE)-.00001;                                              
  EQ  806 LAANEBE C LANEBE(-1) PNEBE;                                         
EQUATION 730  LAANEBE  
   RHS     C  LANEBE(-1)  PNEBE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  730 PLOT=0;END;                                                     

Equation number =  730
**********************

Dependent variable = LAANEBE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -1.849461184

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.000624949       0.043436771   0.01439     1.000000
12599 LANEBE  ( -1)       0.940776036       0.025864929  36.37265    -1.852977
12597 PNEBE   (  0)      -0.095096846       0.045800044  -2.07635     1.123591

SE of equation            =     0.047549235
Sum of squared residuals  = 0.418272011      -0.627298213E-11
Average absolute error    =     0.036159858
Sum of ABS residuals      =  6.79805329    
R squared                 =   0.92616
Durbin-Watson statistic   =   2.16084
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!*  +                                  !!          0.  .  .           !
 1966.2!+    *                                !!           .  .  .  0        !
 1966.3!  *  +                                !!           0  .  .           !
 1966.4!  +                                   !!           .  0  .           !
 1967.1!  +   *                               !!           .  .  .0          !
 1967.2!      + *                             !!           .  . 0.           !
 1967.3!      * +                             !!           .0 .  .           !
 1967.4!      +                               !!           .  0  .           !
 1968.1!     *+                               !!           .0 .  .           !
 1968.2!     +                                !!           .  0  .           !
 1968.3!    *+                                !!           . 0.  .           !
 1968.4!    +*                                !!           .  .0 .           !
 1969.1! *   +                                !!          0.  .  .           !
 1969.2!*+                                    !!           .0 .  .           !
 1969.3!+ *                                   !!           .  . 0.           !
 1969.4!   +                                  !!           .  .0 .           !
 1970.1!   + *                                !!           .  . 0.           !
 1970.2!    * +                               !!           .0 .  .           !
 1970.3!    + *                               !!           .  . 0.           !
 1970.4!      +                               !!           . 0.  .           !
 1971.1!      +   *                           !!           .  .  .0          !
 1971.2!         *+                           !!           . 0.  .           !
 1971.3!          +*                          !!           .  . 0.           !
 1971.4!            + *                       !!           .  .  0           !
 1972.1!              +*                      !!           .  .0 .           !
 1972.2!               +                      !!           .  0  .           !
 1972.3!               +                      !!           .  0  .           !
 1972.4!              *+                      !!           . 0.  .           !
 1973.1!              *+                      !!           . 0.  .           !
 1973.2!              +*                      !!           .  .0 .           !
 1973.3!            *  +                      !!          0.  .  .           !
 1973.4!        *   +                         !!          0.  .  .           !
 1974.1!        + *                           !!           .  . 0.           !
 1974.2!         + *                          !!           .  . 0.           !
 1974.3!       *   +                          !!         0 .  .  .           !
 1974.4!       +*                             !!           .  .0 .           !
 1975.1!       + *                            !!           .  . 0.           !
 1975.2!         +*                           !!           .  .0 .           !
 1975.3!          +*                          !!           .  .0 .           !
 1975.4!           +  *                       !!           .  .  .0          !
 1976.1!            *+                        !!           .0 .  .           !
 1976.2!            +                         !!           .  0  .           !
 1976.3!         *  +                         !!           0  .  .           !
 1976.4!         +   *                        !!           .  .  . 0         !
 1977.1!        *    +                        !!         0 .  .  .           !
 1977.2!       *+                             !!           .  0  .           !
 1977.3!       +*                             !!           .  .0 .           !
 1977.4!       +   *                          !!           .  .  . 0         !
 1978.1!         * +                          !!           .0 .  .           !
 1978.2!      *  +                            !!          0.  .  .           !
 1978.3!      +   *                           !!           .  .  . 0         !
 1978.4!         *+                           !!           .0 .  .           !
 1979.1!         +   *                        !!           .  .  .  0        !
 1979.2!           * +                        !!           0  .  .           !
 1979.3!           + *                        !!           .  .  0           !
 1979.4!         *   +                        !!          0.  .  .           !
 1980.1!         +*                           !!           .  .0 .           !
 1980.2!         *+                           !!           . 0.  .           !
 1980.3!         +   *                        !!           .  .  . 0         !
 1980.4!            *+                        !!           . 0.  .           !
 1981.1!            +  *                      !!           .  .  .0          !
 1981.2!           *   +                      !!          0.  .  .           !
 1981.3!           +                          !!           .  0  .           !
 1981.4!           +    *                     !!           .  .  .  0        !
 1982.1!            *  +                      !!          0.  .  .           !
 1982.2!            +*                        !!           .  .0 .           !
 1982.3!             +                        !!           .  0  .           !
 1982.4!            +  *                      !!           .  .  .0          !
 1983.1!               +                      !!           .  0  .           !
 1983.2!              *+                      !!           . 0.  .           !
 1983.3!              +*                      !!           .  .0 .           !
 1983.4!           *   +                      !!         0 .  .  .           !
 1984.1!           + *                        !!           .  .  0           !
 1984.2!             +  *                     !!           .  .  .0          !
 1984.3!             *  +                     !!           0  .  .           !
 1984.4!             +*                       !!           .  .0 .           !
 1985.1!              +    *                  !!           .  .  . 0         !
 1985.2!                   + *                !!           .  . 0.           !
 1985.3!                    + *               !!           .  .  0           !
 1985.4!                *     +               !!        0  .  .  .           !
 1986.1!            *   +                     !!         0 .  .  .           !
 1986.2!          * +                         !!           .0 .  .           !
 1986.3!          +*                          !!           .  .0 .           !
 1986.4!           +*                         !!           .  .0 .           !
 1987.1!           *+                         !!           . 0.  .           !
 1987.2!            +*                        !!           .  . 0.           !
 1987.3!          *   +                       !!          0.  .  .           !
 1987.4!          *+                          !!           .  0  .           !
 1988.1!           +                          !!           .  0  .           !
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 1988.3!           +  *                       !!           .  .  0           !
 1988.4!           *  +                       !!          0.  .  .           !
 1989.1!           +                          !!           .  0  .           !
 1989.2!          * +                         !!           .0 .  .           !
 1989.3!         * +                          !!           .0 .  .           !
 1989.4!         +*                           !!           .  .0 .           !
 1990.1!         * +                          !!           .0 .  .           !
 1990.2!         +                            !!           .  0  .           !
 1990.3!          +                           !!           .  .0 .           !
 1990.4!         * +                          !!           .0 .  .           !
 1991.1!         *+                           !!           . 0.  .           !
 1991.2!        * +                           !!           .0 .  .           !
 1991.3!        +  *                          !!           .  .  0           !
 1991.4!         * +                          !!           0  .  .           !
 1992.1!         *+                           !!           . 0.  .           !
 1992.2!        * +                           !!           .0 .  .           !
 1992.3!        +                             !!           .  0  .           !
 1992.4!       * +                            !!           .0 .  .           !
 1993.1!   *    +                             !!        0  .  .  .           !
 1993.2!    +     *                           !!           .  .  .    0      !
 1993.3!         * +                          !!           .0 .  .           !
 1993.4!       *  +                           !!          0.  .  .           !
 1994.1!        +*                            !!           .  . 0.           !
 1994.2!     *    +                           !!        0  .  .  .           !
 1994.3!     *+                               !!           .0 .  .           !
 1994.4!    *+                                !!           .0 .  .           !
 1995.1!   * +                                !!           .0 .  .           !
 1995.2*    +                                 !!         0 .  .  .           !
 1995.3!*+                                    !!           . 0.  .           !
 1995.4* +                                    !!           .0 .  .           !
 1996.1!+ *                                   !!           .  . 0.           !
 1996.2*   +                                  !!         0 .  .  .           !
 1996.3! +*                                   !!           .  .0 .           !
 1996.4! * +                                  !!           .0 .  .           !
 1997.1!   +       *                          !!           .  .  .      0    !
 1997.2!          * +                         !!           .0 .  .           !
 1997.3!         * +                          !!           .0 .  .           !
 1997.4!       *  +                           !!          0.  .  .           !
 1998.1!     *  +                             !!          0.  .  .           !
 1998.2! *    +                               !!        0  .  .  .           !
 1998.3!  *+                                  !!           . 0.  .           !
 1998.4!   +   *                              !!           .  .  .0          !
 1999.1!        +           *                 !!           .  .  .           0
 1999.2!                     + *              !!           .  .  0           !
 1999.3!                       +*             !!           .  .0 .           !
 1999.4!                         +*           !!           .  . 0.           !
 2000.1!                        * +           !!           0  .  .           !
 2000.2!                        +             !!           .  0  .           !
 2000.3!                         + *          !!           .  .  0           !
 2000.4!                       *   +          !!         0 .  .  .           !
 2001.1!                     *  +             !!           0  .  .           !
 2001.2!                      +               !!           .  .0 .           !
 2001.3!                       +              !!           .  0  .           !
 2001.4!                      *+              !!           .0 .  .           !
 2002.1!                      +*              !!           .  0  .           !
 2002.2!                       +*             !!           .  .0 .           !
 2002.3!                        +             !!           .  0  .           !
 2002.4!                        +             !!           .  0  .           !
 2003.1!                         +            !!           .  .0 .           !
 2003.2!                      *  +            !!          0.  .  .           !
 2003.3!                     *+               !!           .0 .  .           !
 2003.4!                     +                !!           .  0  .           !
 2004.1!                  *  +                !!           0  .  .           !
 2004.2!                   +*                 !!           .  .0 .           !
 2004.3!                     +                !!           .  0  .           !
 2004.4!                     +*               !!           .  .0 .           !
 2005.1!                      +               !!           .  .0 .           !
 2005.2!                       +              !!           .  0  .           !
 2005.3!                       +   *          !!           .  .  . 0         !
 2005.4!                           +          !!           .  0  .           !
 2006.1!                           + *        !!           .  . 0.           !
 2006.2!                            *+        !!           . 0.  .           !
 2006.3!                            +*        !!           .  .0 .           !
 2006.4!                           * +        !!           .0 .  .           !
 2007.1!                       *   +          !!         0 .  .  .           !
 2007.2!                       +   *          !!           .  .  .0          !
 2007.3!                           + *        !!           .  .  .0          !
 2007.4!                             + *      !!           .  . 0.           !
 2008.1!                             * +      !!           .0 .  .           !
 2008.2!                            + *       !!           .  . 0.           !
 2008.3!                             +        !!           .  0  .           !
 2008.4!                            *+        !!           . 0.  .           !
 2009.1!                          * +         !!           .0 .  .           !
 2009.2!                          + *         !!           .  .  0           !
 2009.3!                            +         !!           .  .0 .           !
 2009.4!                            +  *      !!           .  .  0           !
 2010.1!                              +       !!           .  0  .           !
 2010.2!                              +*      !!           .  .0 .           !
 2010.3!                              +       !!           . 0.  .           !
 2010.4!                             +   *    !!           .  .  .0          !
 2011.1!                                + *   !!           .  . 0.           !
 2011.2!                                 *+   !!           . 0.  .           !
 2011.3!                                +*    !!           .  .0 .           !
 2011.4!                                *+    !!           . 0.  .           !
 2012.1!                                +   * !!           .  .  . 0         !
 2012.2!                                    + !!           .  .0 .           !
 2012.3!                                    + !!           .  .0 .           !
 2012.4!                                    + *!           .  .  0           !


     28.72 percent of the residuals exceed 1 SE
      2.13 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTBE=STPX$/BEPMM;                                                      
 GENR LAASTBE=LOG(AASTBE+.00001);                                             
 GENR LASTBE=LOG(ASTBE+.00001);                                               
 LHS AASTBE=EXP(LAASTBE)-.00001;                                              
  EQ  807 LAASTBE C LASTBE(-1) PSTBE;                                         
EQUATION 731  LAASTBE  
   RHS     C  LASTBE(-1)  PSTBE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  731 PLOT=0;END;                                                     

Equation number =  731
**********************

Dependent variable = LAASTBE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.286310317

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.552174812       0.134479026  -4.10603     1.000000
12602 LASTBE  ( -1)       0.831550135       0.041868188  19.86114    -4.282253
12600 PSTBE   (  0)      -0.195052103       0.069442338  -2.80884     0.888109

SE of equation            =     0.089245765
Sum of squared residuals  =  1.47348922      -0.102509112E-09
Average absolute error    =     0.069213310
Sum of ABS residuals      =  13.0121024    
R squared                 =   0.88550
Durbin-Watson statistic   =   2.65185
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                     +!!         .   0.    .         !
 1966.2!                                   +* !!         .    .0   .         !
 1966.3!                                   +  *!         .    .    0         !
 1966.4!                                  * + !!         .0   .    .         !
 1967.1!                                 +   *!!         .    .    .0        !
 1967.2!                                   +  !!         .   0.    .         !
 1967.3!                                 *+   !!         .   0.    .         !
 1967.4!                                + *   !!         .    . 0  .         !
 1968.1!                                 +    !!         .    .0   .         !
 1968.2!                                +     !!         .   0.    .         !
 1968.3!                             * +      !!         .  0 .    .         !
 1968.4!                             + *      !!         .    .   0.         !
 1969.1!                              *+      !!         .  0 .    .         !
 1969.2!                            *+        !!         .   0.    .         !
 1969.3!                            +*        !!         .    .0   .         !
 1969.4!                           *+         !!         .  0 .    .         !
 1970.1!                           + *        !!         .    . 0  .         !
 1970.2!                            +         !!         .   0.    .         !
 1970.3!                            +         !!         .    0    .         !
 1970.4!                          * +         !!         .  0 .    .         !
 1971.1!                          *+          !!         .  0 .    .         !
 1971.2!                          +           !!         .    .0   .         !
 1971.3!                          *+          !!         .    0    .         !
 1971.4!                        * +           !!         . 0  .    .         !
 1972.1!                         +            !!         .    0    .         !
 1972.2!                         +            !!         .   0.    .         !
 1972.3!                         +            !!         .    0    .         !
 1972.4!                     *   +            !!        0.    .    .         !
 1973.1!                      +               !!         .    .0   .         !
 1973.2!                     * +              !!         . 0  .    .         !
 1973.3!                   * +                !!         . 0  .    .         !
 1973.4!                  * +                 !!         .0   .    .         !
 1974.1!                   +   *              !!         .    .    .0        !
 1974.2!                      *+              !!         .  0 .    .         !
 1974.3!                    *  +              !!         0    .    .         !
 1974.4!                    +                 !!         .   0.    .         !
 1975.1!                    +*                !!         .    .0   .         !
 1975.2!                     +*               !!         .    . 0  .         !
 1975.3!                      +               !!         .   0.    .         !
 1975.4!                      +  *            !!         .    .    0         !
 1976.1!                      * +             !!         .0   .    .         !
 1976.2!                      +  *            !!         .    .    0         !
 1976.3!                        *+            !!         .   0.    .         !
 1976.4!                       +   *          !!         .    .    .0        !
 1977.1!                       *  +           !!         .0   .    .         !
 1977.2!                       +*             !!         .    0    .         !
 1977.3!                       +    *         !!         .    .    . 0       !
 1977.4!                           +*         !!         .    .0   .         !
 1978.1!                      *   +           !!        0.    .    .         !
 1978.2!                      +      *        !!         .    .    .    0    !
 1978.3!                          +  *        !!         .    .  0 .         !
 1978.4!                         * +          !!         . 0  .    .         !
 1979.1!                        + *           !!         .    .  0 .         !
 1979.2!                         +  *         !!         .    .    .0        !
 1979.3!                     *     +          !!      0  .    .    .         !
 1979.4!                     + *              !!         .    . 0  .         !
 1980.1!                       +         *    !!         .    .    .         0
 1980.2!                            *  +      !!         0    .    .         !
 1980.3!                           +      *   !!         .    .    .     0   !
 1980.4!                              * +     !!         .0   .    .         !
 1981.1!                             + *      !!         .    .  0 .         !
 1981.2!                             *+       !!         .  0 .    .         !
 1981.3!                            + *       !!         .    .  0 .         !
 1981.4!                        *   +         !!       0 .    .    .         !
 1982.1!                        +    *        !!         .    .    .  0      !
 1982.2!                            +         !!         .    0    .         !
 1982.3!                          *+          !!         .  0 .    .         !
 1982.4!                         +    *       !!         .    .    . 0       !
 1983.1!                       *    +         !!     0   .    .    .         !
 1983.2!                      *+              !!         .   0.    .         !
 1983.3!                      +   *           !!         .    .    0         !
 1983.4!                      *  +            !!         .0   .    .         !
 1984.1!                      +   *           !!         .    .    0         !
 1984.2!                         +      *     !!         .    .    .    0    !
 1984.3!                     *         +      !!0        .    .    .         !
 1984.4!                      + *             !!         .    .   0.         !
 1985.1!                    *    +            !!       0 .    .    .         !
 1985.2!                     +                !!         .    0    .         !
 1985.3!                     *+               !!         .   0.    .         !
 1985.4!                    *+                !!         .  0 .    .         !
 1986.1!                    *+                !!         .   0.    .         !
 1986.2!                   *+                 !!         .  0 .    .         !
 1986.3!                   + *                !!         .    .  0 .         !
 1986.4!                    +                 !!         .   0.    .         !
 1987.1!                    +   *             !!         .    .    .0        !
 1987.2!                    *  +              !!         .0   .    .         !
 1987.3!                    +*                !!         .    .0   .         !
 1987.4!                    +   *             !!         .    .    .0        !
 1988.1!                       + *            !!         .    .   0.         !
 1988.2!                *       +             !!   0     .    .    .         !
 1988.3!                 +                    !!         .    .0   .         !
 1988.4!              *  +                    !!         0    .    .         !
 1989.1!               +*                     !!         .    . 0  .         !
 1989.2!                 +                    !!         .    .0   .         !
 1989.3!                  +   *               !!         .    .    .0        !
 1989.4!                     +*               !!         .    . 0  .         !
 1990.1!                   * +                !!         .0   .    .         !
 1990.2!                  +*                  !!         .    .0   .         !
 1990.3!                  +*                  !!         .    .0   .         !
 1990.4!                 * +                  !!         .  0 .    .         !
 1991.1!                *+                    !!         .  0 .    .         !
 1991.2!                +  *                  !!         .    .    0         !
 1991.3!                   +   *              !!         .    .    .0        !
 1991.4!                 *    +               !!       0 .    .    .         !
 1992.1!                 +   *                !!         .    .    .0        !
 1992.2!                     + *              !!         .    .   0.         !
 1992.3!                      +  *            !!         .    .    0         !
 1992.4!                    *   +             !!         0    .    .         !
 1993.1!                    +      *          !!         .    .    .    0    !
 1993.2!                         +*           !!         .    .0   .         !
 1993.3!                        +             !!         .   0.    .         !
 1993.4!                     *+               !!         . 0  .    .         !
 1994.1!                    + *               !!         .    .   0.         !
 1994.2!                     + *              !!         .    .  0 .         !
 1994.3!                   *  +               !!         0    .    .         !
 1994.4!                  +  *                !!         .    .   0.         !
 1995.1!                 *  +                 !!         0    .    .         !
 1995.2!                +*                    !!         .    .0   .         !
 1995.3!                +                     !!         .   0.    .         !
 1995.4!               + *                    !!         .    . 0  .         !
 1996.1!                +   *                 !!         .    .    .0        !
 1996.2!                    +                 !!         .    .0   .         !
 1996.3!                 * +                  !!         . 0  .    .         !
 1996.4!                 +*                   !!         .    .0   .         !
 1997.1!                  +                   !!         .    .0   .         !
 1997.2!                  + *                 !!         .    .  0 .         !
 1997.3!                  * +                 !!         . 0  .    .         !
 1997.4!                  +*                  !!         .    . 0  .         !
 1998.1!                * +                   !!         . 0  .    .         !
 1998.2!                +                     !!         .    0    .         !
 1998.3!                + *                   !!         .    .  0 .         !
 1998.4!              *  +                    !!         0    .    .         !
 1999.1!             *+                       !!         .   0.    .         !
 1999.2!             +                        !!         .   0.    .         !
 1999.3!             +*                       !!         .    .0   .         !
 1999.4!           *  +                       !!         0    .    .         !
 2000.1!          * +                         !!         .0   .    .         !
 2000.2!           +*                         !!         .    . 0  .         !
 2000.3!          *  +                        !!         .0   .    .         !
 2000.4!         * +                          !!         .0   .    .         !
 2001.1!          + *                         !!         .    .   0.         !
 2001.2!           * +                        !!         . 0  .    .         !
 2001.3!           +*                         !!         .    .0   .         !
 2001.4!         *  +                         !!         .0   .    .         !
 2002.1!          +  *                        !!         .    .   0.         !
 2002.2!             +  *                     !!         .    .    0         !
 2002.3!          *    +                      !!      0  .    .    .         !
 2002.4!           +                          !!         .    0    .         !
 2003.1!      *    +                          !!      0  .    .    .         !
 2003.2!       +                              !!         .   0.    .         !
 2003.3!        +*                            !!         .    . 0  .         !
 2003.4!         +                            !!         .    0    .         !
 2004.1!       *  +                           !!         .0   .    .         !
 2004.2!  *     +                             !!     0   .    .    .         !
 2004.3!    +*                                !!         .    .0   .         !
 2004.4!      +*                              !!         .    .0   .         !
 2005.1*        +                             !! 0       .    .    .         !
 2005.2! +    *                               !!         .    .    .  0      !
 2005.3!    *   +                             !!         0    .    .         !
 2005.4! *    +                               !!      0  .    .    .         !
 2006.1!*  +                                  !!         .0   .    .         !
 2006.2!  +*                                  !!         .    .0   .         !
 2006.3!   * +                                !!         . 0  .    .         !
 2006.4! *   +                                !!        0.    .    .         !
 2007.1!   +  *                               !!         .    .    0         !
 2007.2!    *  +                              !!         0    .    .         !
 2007.3!      +                               !!         .    0    .         !
 2007.4!    *  +                              !!         .0   .    .         !
 2008.1!     +  *                             !!         .    .   0.         !
 2008.2!   *     +                            !!      0  .    .    .         !
 2008.3!     +*                               !!         .    .0   .         !
 2008.4!     * +                              !!         .  0 .    .         !
 2009.1!     +     *                          !!         .    .    .  0      !
 2009.2!      *   +                           !!       0 .    .    .         !
 2009.3!      + *                             !!         .    .  0 .         !
 2009.4!       + *                            !!         .    . 0  .         !
 2010.1!      * +                             !!         .0   .    .         !
 2010.2!   *  +                               !!         0    .    .         !
 2010.3!   +*                                 !!         .    . 0  .         !
 2010.4!     +*                               !!         .    . 0  .         !
 2011.1!     *+                               !!         .   0.    .         !
 2011.2!     +                                !!         .    0    .         !
 2011.3!     +   *                            !!         .    .    .0        !
 2011.4!        +*                            !!         .    .0   .         !
 2012.1!        +   *                         !!         .    .    .0        !
 2012.2!           +                          !!         .    0    .         !
 2012.3!          +  *                        !!         .    .    0         !
 2012.4!            +*                        !!         .    .  0 .         !


     30.85 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKBE=UKPX$/BEPMM;                                                      
 GENR LAAUKBE=LOG(AAUKBE+.00001);                                             
 GENR LAUKBE=LOG(AUKBE+.00001);                                               
 LHS AAUKBE=EXP(LAAUKBE)-.00001;                                              
  EQ  808 LAAUKBE C LAUKBE(-1) PUKBE;                                         
EQUATION 732  LAAUKBE  
   RHS     C  LAUKBE(-1)  PUKBE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  732 PLOT=0;END;                                                     

Equation number =  732
**********************

Dependent variable = LAAUKBE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.501865066

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.201624494       0.096359732  -2.09241     1.000000
12605 LAUKBE  ( -1)       0.863015661       0.037229207  23.18115    -2.499469
12603 PUKBE   (  0)      -0.146996458       0.063230788  -2.32476     0.973901

SE of equation            =     0.071549854
Sum of squared residuals  = 0.947085597      -0.716502413E-10
Average absolute error    =     0.055471246
Sum of ABS residuals      =  10.4285942    
R squared                 =   0.77047
Durbin-Watson statistic   =   2.63477
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                      *+              !!          .   0   .          !
 1966.2!              *       +               !!      0   .   .   .          !
 1966.3!              +   *                   !!          .   .   0          !
 1966.4!                  +*                  !!          .   .0  .          !
 1967.1!                   + *                !!          .   .  0.          !
 1967.2!                 *   +                !!         0.   .   .          !
 1967.3!                 +   *                !!          .   .   .0         !
 1967.4!              *      +                !!      0   .   .   .          !
 1968.1!               +     *                !!          .   .   .  0       !
 1968.2!                     +                !!          .   0   .          !
 1968.3!                    + *               !!          .   . 0 .          !
 1968.4!                    * +               !!          . 0 .   .          !
 1969.1!                  * +                 !!          .  0.   .          !
 1969.2!              *   +                   !!         0.   .   .          !
 1969.3!               +       *              !!          .   .   .    0     !
 1969.4!                    * +               !!          . 0 .   .          !
 1970.1!              *     +                 !!       0  .   .   .          !
 1970.2!           *   +                      !!          0   .   .          !
 1970.3!            *+                        !!          .  0.   .          !
 1970.4!             +*                       !!          .   .0  .          !
 1971.1!             * +                      !!          . 0 .   .          !
 1971.2!              +     *                 !!          .   .   .  0       !
 1971.3!             *       +                !!      0   .   .   .          !
 1971.4!              +    *                  !!          .   .   .0         !
 1972.1!           *       +                  !!     0    .   .   .          !
 1972.2!             +     *                  !!          .   .   . 0        !
 1972.3!                   +*                 !!          .   .0  .          !
 1972.4!                  *  +                !!          .0  .   .          !
 1973.1!                   +  *               !!          .   . 0 .          !
 1973.2!                      +   *           !!          .   .   0          !
 1973.3!                          +  *        !!          .   .  0.          !
 1973.4!                            *+        !!          .  0.   .          !
 1974.1!                      *     +         !!        0 .   .   .          !
 1974.2!                       +      *       !!          .   .   .   0      !
 1974.3!                          *   +       !!         0.   .   .          !
 1974.4!                          +*          !!          .   . 0 .          !
 1975.1!                        *  +          !!          .0  .   .          !
 1975.2!                        *+            !!          .   0   .          !
 1975.3!                      *  +            !!          .0  .   .          !
 1975.4!                       +         *    !!          .   .   .      0   !
 1976.1!                              * +     !!          .0  .   .          !
 1976.2!                              +       !!          .   0   .          !
 1976.3!                             +        !!          .   0   .          !
 1976.4!                             +   *    !!          .   .   0          !
 1977.1!                                +     !!          .   0   .          !
 1977.2!                               + *    !!          .   . 0 .          !
 1977.3!                                + *   !!          .   . 0 .          !
 1977.4!                                 +*   !!          .   . 0 .          !
 1978.1!                                 +   *!!          .   .   .0         !
 1978.2!                                    + *!          .   .  0.          !
 1978.3!                                    + !!          .   0   .          !
 1978.4!                                 *+   !!          .  0.   .          !
 1979.1!                                +     !!          .   0   .          !
 1979.2!                               +*     !!          .   . 0 .          !
 1979.3!                               +*     !!          .   .0  .          !
 1979.4!                               +    * !!          .   .   .0         !
 1980.1!                            *    +    !!         0.   .   .          !
 1980.2!                     *    +           !!         0.   .   .          !
 1980.3!                   +*                 !!          .   .0  .          !
 1980.4!                  +   *               !!          .   .   0          !
 1981.1!             *     +                  !!       0  .   .   .          !
 1981.2!        *   +                         !!         0.   .   .          !
 1981.3!        +  *                          !!          .   .   0          !
 1981.4!         * +                          !!          . 0 .   .          !
 1982.1!         +  *                         !!          .   . 0 .          !
 1982.2!           +  *                       !!          .   .  0.          !
 1982.3!            *+                        !!          .  0.   .          !
 1982.4!            +*                        !!          .   .0  .          !
 1983.1!              + *                     !!          .   . 0 .          !
 1983.2!            *  +                      !!          .0  .   .          !
 1983.3!            + *                       !!          .   . 0 .          !
 1983.4!              +                       !!          .   0   .          !
 1984.1!              +  *                    !!          .   .  0.          !
 1984.2!                +  *                  !!          .   .  0.          !
 1984.3!                  *+                  !!          .  0.   .          !
 1984.4!              *  +                    !!          0   .   .          !
 1985.1!            * +                       !!          .  0.   .          !
 1985.2!            + *                       !!          .   . 0 .          !
 1985.3!              +*                      !!          .   .0  .          !
 1985.4!               +     *                !!          .   .   . 0        !
 1986.1!                    *+                !!          .  0.   .          !
 1986.2!                   + *                !!          .   . 0 .          !
 1986.3!                     +    *           !!          .   .   . 0        !
 1986.4!                         *+           !!          .   0   .          !
 1987.1!                       * +            !!          .  0.   .          !
 1987.2!                  *    +              !!          0   .   .          !
 1987.3!                * +                   !!          .0  .   .          !
 1987.4!                +                     !!          .   0   .          !
 1988.1!                +                     !!          .  0.   .          !
 1988.2!                +    *                !!          .   .   . 0        !
 1988.3!                  * +                 !!          .0  .   .          !
 1988.4!                 + *                  !!          .   .0  .          !
 1989.1!                  +  *                !!          .   .  0.          !
 1989.2!                   *+                 !!          .  0.   .          !
 1989.3!                  +*                  !!          .   0   .          !
 1989.4!                   +*                 !!          .   . 0 .          !
 1990.1!                    + *               !!          .   .  0.          !
 1990.2!                     *+               !!          .  0.   .          !
 1990.3!                    + *               !!          .   . 0 .          !
 1990.4!                     + *              !!          .   .  0.          !
 1991.1!                      +*              !!          .   0   .          !
 1991.2!                     *+               !!          .   0   .          !
 1991.3!                     +                !!          .   0   .          !
 1991.4!                    +  *              !!          .   .  0.          !
 1992.1!                *     +               !!       0  .   .   .          !
 1992.2!                + *                   !!          .   . 0 .          !
 1992.3!                 *+                   !!          .  0.   .          !
 1992.4!                 +*                   !!          .   .0  .          !
 1993.1!                  +             *     !!          .   .   .          0
 1993.2!                    *         +       !!    0     .   .   .          !
 1993.3!                    +     *           !!          .   .   .  0       !
 1993.4!               *         +            !!   0      .   .   .          !
 1994.1!               +          *           !!          .   .   .       0  !
 1994.2!                      *  +            !!          .0  .   .          !
 1994.3!                    *+                !!          .  0.   .          !
 1994.4!                *  +                  !!          0   .   .          !
 1995.1!                +      *              !!          .   .   .   0      !
 1995.2!                *     +               !!       0  .   .   .          !
 1995.3!                +        *            !!          .   .   .    0     !
 1995.4!                       *+             !!          .  0.   .          !
 1996.1!                      +  *            !!          .   . 0 .          !
 1996.2!                       *+             !!          .  0.   .          !
 1996.3!                     *+               !!          . 0 .   .          !
 1996.4!                    +*                !!          .   .0  .          !
 1997.1!                   *+                 !!          .  0.   .          !
 1997.2!                   +  *               !!          .   .   0          !
 1997.3!                    *+                !!          .  0.   .          !
 1997.4!                   + *                !!          .   .  0.          !
 1998.1!                *   +                 !!         0.   .   .          !
 1998.2!               +  *                   !!          .   .  0.          !
 1998.3!                 +    *               !!          .   .   . 0        !
 1998.4!                   * +                !!          . 0 .   .          !
 1999.1!                  +    *              !!          .   .   .0         !
 1999.2!                      +  *            !!          .   .  0.          !
 1999.3!                       +       *      !!          .   .   .   0      !
 1999.4!                          * +         !!          . 0 .   .          !
 2000.1!                       *+             !!          .  0.   .          !
 2000.2!                      +   *           !!          .   .   0          !
 2000.3!                        +*            !!          .   .0  .          !
 2000.4!                       +              !!          .  0.   .          !
 2001.1!                     *+               !!          .  0.   .          !
 2001.2!                  * +                 !!          . 0 .   .          !
 2001.3!                  + *                 !!          .   .  0.          !
 2001.4!                   + *                !!          .   .0  .          !
 2002.1!                *   +                 !!          0   .   .          !
 2002.2!                +   *                 !!          .   .   .0         !
 2002.3!                  * +                 !!          .  0.   .          !
 2002.4!                  + *                 !!          .   .  0.          !
 2003.1!                    +                 !!          .   0   .          !
 2003.2!                    +   *             !!          .   .   .0         !
 2003.3!                     * +              !!          .0  .   .          !
 2003.4!                  * +                 !!          . 0 .   .          !
 2004.1!              *  +                    !!          0   .   .          !
 2004.2!        *     +                       !!        0 .   .   .          !
 2004.3!         +  *                         !!          .   .  0.          !
 2004.4!         *  +                         !!          0   .   .          !
 2005.1!          + *                         !!          .   .  0.          !
 2005.2!          * +                         !!          . 0 .   .          !
 2005.3!           +  *                       !!          .   .  0.          !
 2005.4!             *+                       !!          .  0.   .          !
 2006.1!             +    *                   !!          .   .   .0         !
 2006.2!                  +*                  !!          .   . 0 .          !
 2006.3!             *     +                  !!        0 .   .   .          !
 2006.4!            * +                       !!          . 0 .   .          !
 2007.1!        *    +                        !!         0.   .   .          !
 2007.2!       * +                            !!          .0  .   .          !
 2007.3!        +                             !!          .   0   .          !
 2007.4!       * +                            !!          .0  .   .          !
 2008.1!     *   +                            !!          .0  .   .          !
 2008.2!  *    +                              !!        0 .   .   .          !
 2008.3!    +*                                !!          .   . 0 .          !
 2008.4!        + *                           !!          .   .  0.          !
 2009.1!      *     +                         !!       0  .   .   .          !
 2009.2!     *  +                             !!          0   .   .          !
 2009.3!*      +                              !!      0   .   .   .          !
 2009.4!*  +                                  !!          .0  .   .          !
 2010.1!   +                                  !!          .   0   .          !
 2010.2! *   +                                !!          0   .   .          !
 2010.3!    +*                                !!          .   .0  .          !
 2010.4!       +                              !!          .   0   .          !
 2011.1!     *   +                            !!         0.   .   .          !
 2011.2!      +                               !!          .  0.   .          !
 2011.3!       +*                             !!          .   0   .          !
 2011.4!      *  +                            !!          0   .   .          !
 2012.1!    *  +                              !!          .0  .   .          !
 2012.2!  *   +                               !!          0   .   .          !
 2012.3!   * +                                !!          . 0 .   .          !
 2012.4*     +                                !!        0 .   .   .          !


     30.32 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFIBE=FIPX$/BEPMM;                                                      
 GENR LAAFIBE=LOG(AAFIBE+.00001);                                             
 GENR LAFIBE=LOG(AFIBE+.00001);                                               
 LHS AAFIBE=EXP(LAAFIBE)-.00001;                                              
  EQ  809 LAAFIBE C LAFIBE(-1) PFIBE;                                         
EQUATION 733  LAAFIBE  
   RHS     C  LAFIBE(-1)  PFIBE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  733 PLOT=0;END;                                                     

Equation number =  733
**********************

Dependent variable = LAAFIBE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.214412311

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.532436077       0.186287331  -2.85814     1.000000
12608 LAFIBE  ( -1)       0.872265503       0.035154659  24.81223    -5.214009
12606 PFIBE   (  0)      -0.144194196       0.116394848  -1.23884     0.929136

SE of equation            =     0.135746416
Sum of squared residuals  =  3.40901154      -0.498978636E-10
Average absolute error    =     0.101128701
Sum of ABS residuals      =  19.0121958    
R squared                 =   0.78697
Durbin-Watson statistic   =   2.63417
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                *    +!!         0.   .   .          !
 1966.2!                               +      *!          .   .   .  0       !
 1966.3!                                 *  + !!          .0  .   .          !
 1966.4!                                +  *  !!          .   .  0.          !
 1967.1!                                 +    !!          .   0   .          !
 1967.2!                                +*    !!          .   .0  .          !
 1967.3!                          *     +     !!        0 .   .   .          !
 1967.4!                          +   *       !!          .   .   0          !
 1968.1!                              +*      !!          .   .0  .          !
 1968.2!                              +*      !!          .   .0  .          !
 1968.3!                       *       +      !!      0   .   .   .          !
 1968.4!                       +    *         !!          .   .   .0         !
 1969.1!                            + *       !!          .   .0  .          !
 1969.2!                          *  +        !!          .0  .   .          !
 1969.3!                          +   *       !!          .   .   0          !
 1969.4!                            *+        !!          .  0.   .          !
 1970.1!                         *  +         !!          . 0 .   .          !
 1970.2!                  *      +            !!       0  .   .   .          !
 1970.3!                  *+                  !!          .  0.   .          !
 1970.4!                 * +                  !!          .0  .   .          !
 1971.1!                  +   *               !!          .   .   0          !
 1971.2!             *         +              !!    0     .   .   .          !
 1971.3!             * +                      !!          . 0 .   .          !
 1971.4!               +         *            !!          .   .   .     0    !
 1972.1!                       * +            !!          . 0 .   .          !
 1972.2!                  *    +              !!        0 .   .   .          !
 1972.3!                   +    *             !!          .   .   . 0        !
 1972.4!                 *       +            !!       0  .   .   .          !
 1973.1!                   + *                !!          .   . 0 .          !
 1973.2!               *      +               !!       0  .   .   .          !
 1973.3!              *  +                    !!          . 0 .   .          !
 1973.4!                +       *             !!          .   .   .    0     !
 1974.1!                 *      +             !!       0  .   .   .          !
 1974.2!                  +      *            !!          .   .   .  0       !
 1974.3!            *            +            !! 0        .   .   .          !
 1974.4!        *    +                        !!          0   .   .          !
 1975.1!        *+                            !!          . 0 .   .          !
 1975.2!    *    +                            !!         0.   .   .          !
 1975.3*      +                               !!       0  .   .   .          !
 1975.4!  +                                   !!          .   0   .          !
 1976.1!    +     *                           !!          .   .   .0         !
 1976.2! *         +                          !!    0     .   .   .          !
 1976.3!   +    *                             !!          .   .   .0         !
 1976.4!         +*                           !!          .   0   .          !
 1977.1!          *+                          !!          .  0.   .          !
 1977.2!           +*                         !!          .   .0  .          !
 1977.3!             +*                       !!          .   .0  .          !
 1977.4!              *+                      !!          .  0.   .          !
 1978.1!               +                      !!          .   .0  .          !
 1978.2!                + *                   !!          .   .0  .          !
 1978.3!    *             +                   !0          .   .   .          !
 1978.4!      +   *                           !!          .   .   0          !
 1979.1!       *   +                          !!         0.   .   .          !
 1979.2!         +  *                         !!          .   .  0.          !
 1979.3!   *         +                        !!   0      .   .   .          !
 1979.4!      +    *                          !!          .   .   . 0        !
 1980.1!           * +                        !!          . 0 .   .          !
 1980.2!         *   +                        !!          .0  .   .          !
 1980.3!        *  +                          !!          .0  .   .          !
 1980.4!          +  *                        !!          .   .  0.          !
 1981.1!             *+                       !!          .  0.   .          !
 1981.2!            * +                       !!          . 0 .   .          !
 1981.3!          *  +                        !!          .0  .   .          !
 1981.4!           +          *               !!          .   .   .      0   !
 1982.1!               *      +               !!       0  .   .   .          !
 1982.2!        *       +                     !!      0   .   .   .          !
 1982.3!         *+                           !!          .  0.   .          !
 1982.4!           + *                        !!          .   . 0 .          !
 1983.1!               +  *                   !!          .   .   0          !
 1983.2!                   +                  !!          .   0   .          !
 1983.3!            *       +                 !!      0   .   .   .          !
 1983.4!              +                       !!          .   0   .          !
 1984.1!            *  +                      !!          . 0 .   .          !
 1984.2!              +     *                 !!          .   .   .  0       !
 1984.3!              *      +                !!       0  .   .   .          !
 1984.4!               +*                     !!          .   . 0 .          !
 1985.1!                *+                    !!          .  0.   .          !
 1985.2!              *  +                    !!          0   .   .          !
 1985.3!             * +                      !!          . 0 .   .          !
 1985.4!              +   *                   !!          .   .   0          !
 1986.1!                *  +                  !!          . 0 .   .          !
 1986.2!            *    +                    !!         0.   .   .          !
 1986.3!             + *                      !!          .   . 0 .          !
 1986.4!                +  *                  !!          .   .  0.          !
 1987.1!               *   +                  !!          0   .   .          !
 1987.2!              *+                      !!          .  0.   .          !
 1987.3!              *+                      !!          .  0.   .          !
 1987.4!              +       *               !!          .   .   .   0      !
 1988.1!                   *  +               !!          .0  .   .          !
 1988.2!                 * +                  !!          .  0.   .          !
 1988.3!               * +                    !!          .0  .   .          !
 1988.4!               +                      !!          .   0   .          !
 1989.1!               +  *                   !!          .   .  0.          !
 1989.2!             *    +                   !!         0.   .   .          !
 1989.3!            *+                        !!          .  0.   .          !
 1989.4!             + *                      !!          .   . 0 .          !
 1990.1!              *+                      !!          .  0.   .          !
 1990.2!              +     *                 !!          .   .   . 0        !
 1990.3!                  *+                  !!          .  0.   .          !
 1990.4!                  +*                  !!          .   .0  .          !
 1991.1!                  *+                  !!          .  0.   .          !
 1991.2!                  +                   !!          .   0   .          !
 1991.3!                  +*                  !!          .   .0  .          !
 1991.4!                   +                  !!          .  0.   .          !
 1992.1!                   +                  !!          .   0   .          !
 1992.2!                   + *                !!          .   .0  .          !
 1992.3!                  *  +                !!          .0  .   .          !
 1992.4!                  +   *               !!          .   .   0          !
 1993.1!                      +               !!          .  0.   .          !
 1993.2!                      +  *            !!          .   .  0.          !
 1993.3!                      *  +            !!          0   .   .          !
 1993.4!                      +   *           !!          .   .  0.          !
 1994.1!                         +            !!          .   0   .          !
 1994.2!                       * +            !!          .  0.   .          !
 1994.3!                       +*             !!          .   .0  .          !
 1994.4!                        +  *          !!          .   .   0          !
 1995.1!                          +   *       !!          .   .   0          !
 1995.2!                            +    *    !!          .   .   .0         !
 1995.3!                             * +      !!          .0  .   .          !
 1995.4!                           +    *     !!          .   .   . 0        !
 1996.1!                          *   +       !!          0   .   .          !
 1996.2!                         +    *       !!          .   .   0          !
 1996.3!                          * +         !!          . 0 .   .          !
 1996.4!                         + *          !!          .   . 0 .          !
 1997.1!                          +  *        !!          .   .  0.          !
 1997.2!                         *  +         !!          .0  .   .          !
 1997.3!                        +             !!          .   0   .          !
 1997.4!                       +       *      !!          .   .   .   0      !
 1998.1!                             + *      !!          .   . 0 .          !
 1998.2!                             *+       !!          .   0   .          !
 1998.3!                            +*        !!          .   .0  .          !
 1998.4!                           +     *    !!          .   .   . 0        !
 1999.1!                               +  *   !!          .   .  0.          !
 1999.2!                               * +    !!          .  0.   .          !
 1999.3!                              +*      !!          .   .0  .          !
 1999.4!                              +      *!!          .   .   .  0       !
 2000.1!                                *  +  !!          0   .   .          !
 2000.2!                               +*     !!          .   .0  .          !
 2000.3!                              *+      !!          .  0.   .          !
 2000.4!                             +   *    !!          .   .   0          !
 2001.1!                                +*    !!          .   .0  .          !
 2001.2!                                +*    !!          .   .0  .          !
 2001.3!                                + *   !!          .   .  0.          !
 2001.4!                                 +  * !!          .   .  0.          !
 2002.1!                                  +   !!          .   0   .          !
 2002.2!                                +*    !!          .   .0  .          !
 2002.3!                                +*    !!          .   .0  .          !
 2002.4!                               +     *!!          .   .   . 0        !
 2003.1!                                   +  !!          .   0   .          !
 2003.2!                                  +*  !!          .   . 0 .          !
 2003.3!                               *  +   !!          .0  .   .          !
 2003.4!                              +  *    !!          .   .  0.          !
 2004.1!                              * +     !!          . 0 .   .          !
 2004.2!                             +        !!          .   0   .          !
 2004.3!                            +         !!          .   0   .          !
 2004.4!                            +      *  !!          .   .   .   0      !
 2005.1!                            *     +   !!        0 .   .   .          !
 2005.2!                          *+          !!          . 0 .   .          !
 2005.3!                         +            !!          .   0   .          !
 2005.4!                         +  *         !!          .   .  0.          !
 2006.1!                            +         !!          .   0   .          !
 2006.2!                            +*        !!          .   .0  .          !
 2006.3!                            + *       !!          .   . 0 .          !
 2006.4!                          *  +        !!          .0  .   .          !
 2007.1!                          + *         !!          .   . 0 .          !
 2007.2!                            + *       !!          .   . 0 .          !
 2007.3!                              +       !!          .   0   .          !
 2007.4!                             +  *     !!          .   .  0.          !
 2008.1!                               +*     !!          .   .0  .          !
 2008.2!                               +*     !!          .   0   .          !
 2008.3!                             * +      !!          . 0 .   .          !
 2008.4!                            *+        !!          .  0.   .          !
 2009.1!                            +         !!          .   0   .          !
 2009.2!                           +*         !!          .   .0  .          !
 2009.3!                          * +         !!          . 0 .   .          !
 2009.4!                          +       *   !!          .   .   .   0      !
 2010.1!                             *   +    !!          0   .   .          !
 2010.2!                            +*        !!          .   0   .          !
 2010.3!                            +*        !!          .   .0  .          !
 2010.4!                             +*       !!          .   . 0 .          !
 2011.1!                             *+       !!          .  0.   .          !
 2011.2!                             +*       !!          .   . 0 .          !
 2011.3!                           *  +       !!          . 0 .   .          !
 2011.4!                           + *        !!          .   . 0 .          !
 2012.1!                             +*       !!          .   . 0 .          !
 2012.2!                              +       !!          .   0   .          !
 2012.3!                              +       !!          .   0   .          !
 2012.4!                             +       *!!          .   .   .  0       !


     27.13 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@@EQ  810 LAAASBE C LAASBE(-1) PASBE;SMPL 2004.3 2012.4;OLS;EST  810 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSOBE=SOPX$/BEPMM;                                                      
 GENR LAASOBE=LOG(AASOBE+.00001);                                             
 GENR LASOBE=LOG(ASOBE+.00001);                                               
 LHS AASOBE=EXP(LAASOBE)-.00001;                                              
  EQ  811 LAASOBE C LASOBE(-1) PSOBE;                                         
EQUATION 734  LAASOBE  
   RHS     C  LASOBE(-1)  PSOBE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  734 PLOT=0;END;                                                     

Equation number =  734
**********************

Dependent variable = LAASOBE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.058126797

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.737767555       0.271835959  -6.39271     1.000000
12611 LASOBE  ( -1)       0.554176901       0.059768570   9.27205    -5.053046
12609 PSOBE   (  0)      -0.541287739       0.141129947  -3.83539     0.960816

SE of equation            =     0.274972288
Sum of squared residuals  =  13.9878054       0.263211675E-10
Average absolute error    =     0.178401688
Sum of ABS residuals      =  33.5395174    
R squared                 =   0.46974
Durbin-Watson statistic   =   2.11855
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                        +    *        !!            . . .0           !
 1966.2!                         +            *!            . . .    0       !
 1966.3!                              +    *  !!            . . 0            !
 1966.4!                            + *       !!            . .0.            !
 1967.1!                          + *         !!            . .0.            !
 1967.2!                         +           *!!            . . .    0       !
 1967.3!                              +     * !!            . . .0           !
 1967.4!                           * +        !!            .0. .            !
 1968.1!                        +   *         !!            . . 0            !
 1968.2!                         +         *  !!            . . .   0        !
 1968.3!                            +  *      !!            . . 0            !
 1968.4*                          +           !0            . . .            !
 1969.1!        +                  *          !!            . . .       0    !
 1969.2!                       +       *      !!            . . . 0          !
 1969.3!                    *     +           !!           0. . .            !
 1969.4!                    +        *        !!            . . . 0          !
 1970.1!                         +            !!            . 0 .            !
 1970.2!                       +       *      !!            . . . 0          !
 1970.3!                        *  +          !!            .0. .            !
 1970.4!             *         +              !!         0  . . .            !
 1971.1!                 +   *                !!            . . 0            !
 1971.2!                      +   *           !!            . . 0            !
 1971.3!                        +*            !!            . 0 .            !
 1971.4!                       *+             !!            .0. .            !
 1972.1!                      *+              !!            . 0 .            !
 1972.2!                      +       *       !!            . . . 0          !
 1972.3!                          +   *       !!            . . 0            !
 1972.4!            *             +           !!      0     . . .            !
 1973.1!               +      *               !!            . . . 0          !
 1973.2!                    +      *          !!            . . . 0          !
 1973.3!                       *+             !!            . 0 .            !
 1973.4!                     + *              !!            . .0.            !
 1974.1!                   +                  !!            . 0 .            !
 1974.2!                 +     *              !!            . . .0           !
 1974.3!                    +  *              !!            . . 0            !
 1974.4!                   +                  !!            . 0 .            !
 1975.1!                 +                    !!            . 0 .            !
 1975.2!                 +     *              !!            . . .0           !
 1975.3!                    +  *              !!            . . 0            !
 1975.4!               *     +                !!           0. . .            !
 1976.1!                 + *                  !!            . .0.            !
 1976.2!                   +    *             !!            . . .0           !
 1976.3!                      +  *            !!            . . 0            !
 1976.4!                  *   +               !!            0 . .            !
 1977.1!                 * +                  !!            .0. .            !
 1977.2!                 +    *               !!            . . .0           !
 1977.3!                    + *               !!            . .0.            !
 1977.4!                *   +                 !!            0 . .            !
 1978.1!                 +                    !!            . 0 .            !
 1978.2!                 +     *              !!            . . .0           !
 1978.3!                    + *               !!            . .0.            !
 1978.4!                *   +                 !!            0 . .            !
 1979.1!                +  *                  !!            . . 0            !
 1979.2!                  +   *               !!            . . 0            !
 1979.3!                   + *                !!            . .0.            !
 1979.4!               *  +                   !!            0 . .            !
 1980.1!            *+                        !!            .0. .            !
 1980.2!            +      *                  !!            . . . 0          !
 1980.3!           *  +                       !!            0 . .            !
 1980.4!          +  *                        !!            . . 0            !
 1981.1!           +*                         !!            . .0.            !
 1981.2!           +   *                      !!            . . 0            !
 1981.3!              + *                     !!            . .0.            !
 1981.4!               +  *                   !!            . . 0            !
 1982.1!                 +*                   !!            . .0.            !
 1982.2!                 +  *                 !!            . . 0            !
 1982.3!                 +*                   !!            . 0 .            !
 1982.4!              *+                      !!            .0. .            !
 1983.1!             +                        !!            . 0 .            !
 1983.2!             +    *                   !!            . . .0           !
 1983.3!              *+                      !!            .0. .            !
 1983.4!              +                       !!            . 0 .            !
 1984.1!             +*                       !!            . .0.            !
 1984.2!              + *                     !!            . .0.            !
 1984.3!             * +                      !!            .0. .            !
 1984.4!             *+                       !!            .0. .            !
 1985.1!              +*                      !!            . .0.            !
 1985.2!                +                     !!            . 0 .            !
 1985.3!              *  +                    !!            .0. .            !
 1985.4!                 +*                   !!            . .0.            !
 1986.1!          *      +                    !!          0 . . .            !
 1986.2!             +*                       !!            . 0 .            !
 1986.3!               +                      !!            . 0 .            !
 1986.4!             *  +                     !!            .0. .            !
 1987.1!             * +                      !!            .0. .            !
 1987.2!           *  +                       !!            0 . .            !
 1987.3!          * +                         !!            .0. .            !
 1987.4!          * +                         !!            .0. .            !
 1988.1!            *+                        !!            .0. .            !
 1988.2!          *   +                       !!            0 . .            !
 1988.3!            *+                        !!            .0. .            !
 1988.4!            * +                       !!            .0. .            !
 1989.1!           *  +                       !!            0 . .            !
 1989.2!           *  +                       !!            0 . .            !
 1989.3!            *  +                      !!            .0. .            !
 1989.4!            *  +                      !!            0 . .            !
 1990.1!           *   +                      !!            0 . .            !
 1990.2!          *   +                       !!            0 . .            !
 1990.3!            * +                       !!            .0. .            !
 1990.4!                +*                    !!            . .0.            !
 1991.1!               *   +                  !!            0 . .            !
 1991.2!                 +                    !!            . 0 .            !
 1991.3!                 *+                   !!            . 0 .            !
 1991.4!                * +                   !!            .0. .            !
 1992.1!                 *+                   !!            .0. .            !
 1992.2!                  + *                 !!            . .0.            !
 1992.3!                *   +                 !!            0 . .            !
 1992.4!                  + *                 !!            . .0.            !
 1993.1!                    +                 !!            . 0 .            !
 1993.2!                    +*                !!            . .0.            !
 1993.3!                     +*               !!            . .0.            !
 1993.4!                     +                !!            . 0 .            !
 1994.1!                     +                !!            . 0 .            !
 1994.2!                    +                 !!            . 0 .            !
 1994.3!                *  +                  !!            0 . .            !
 1994.4!                  + *                 !!            . .0.            !
 1995.1!                    +*                !!            . 0 .            !
 1995.2!                     +  *             !!            . .0.            !
 1995.3!                     * +              !!            .0. .            !
 1995.4!                    *+                !!            .0. .            !
 1996.1!                    + *               !!            . .0.            !
 1996.2!                      +               !!            . 0 .            !
 1996.3!                      +               !!            . 0 .            !
 1996.4!                  *   +               !!           0. . .            !
 1997.1!                   +*                 !!            . .0.            !
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 1998.1!                    +                 !!            . 0 .            !
 1998.2!                     +                !!            . 0 .            !
 1998.3!                     +  *             !!            . .0.            !
 1998.4!               *       +              !!          0 . . .            !
 1999.1!                  +    *              !!            . . 0            !
 1999.2!                      +               !!            . 0 .            !
 1999.3!                     *+               !!            .0. .            !
 1999.4!                     +                !!            . 0 .            !
 2000.1!                   * +                !!            .0. .            !
 2000.2!                    + *               !!            . .0.            !
 2000.3!                     + *              !!            . .0.            !
 2000.4!                    * +               !!            .0. .            !
 2001.1!                    + *               !!            . .0.            !
 2001.2!                    *+                !!            .0. .            !
 2001.3!                *   +                 !!            0 . .            !
 2001.4!                *  +                  !!            .0. .            !
 2002.1!                   +*                 !!            . 0 .            !
 2002.2!                 *  +                 !!            0 . .            !
 2002.3!                 * +                  !!            .0. .            !
 2002.4!                   +                  !!            . 0 .            !
 2003.1!                  *+                  !!            .0. .            !
 2003.2!                 * +                  !!            .0. .            !
 2003.3!              *   +                   !!            0 . .            !
 2003.4!              * +                     !!            .0. .            !
 2004.1!             *  +                     !!            0 . .            !
 2004.2!               +                      !!            . 0 .            !
 2004.3!             *  +                     !!            .0. .            !
 2004.4!             * +                      !!            .0. .            !
 2005.1!               + *                    !!            . .0.            !
 2005.2!                *+                    !!            .0. .            !
 2005.3!              * +                     !!            .0. .            !
 2005.4!              *+                      !!            .0. .            !
 2006.1!             * +                      !!            .0. .            !
 2006.2!             * +                      !!            .0. .            !
 2006.3!               +                      !!            . 0 .            !
 2006.4!               * +                    !!            .0. .            !
 2007.1!                *+                    !!            . 0 .            !
 2007.2!                *+                    !!            . 0 .            !
 2007.3!              *  +                    !!            0 . .            !
 2007.4!              * +                     !!            .0. .            !
 2008.1!                 +                    !!            . 0 .            !
 2008.2!                   +                  !!            . 0 .            !
 2008.3!                    +                 !!            . 0 .            !
 2008.4!                 *   +                !!            0 . .            !
 2009.1!              *    +                  !!           0. . .            !
 2009.2!            *   +                     !!            0 . .            !
 2009.3!             * +                      !!            .0. .            !
 2009.4!             * +                      !!            .0. .            !
 2010.1!            * +                       !!            .0. .            !
 2010.2!              +*                      !!            . .0.            !
 2010.3!               +                      !!            . 0 .            !
 2010.4!               +                      !!            . 0 .            !
 2011.1!             * +                      !!            .0. .            !
 2011.2!              +*                      !!            . .0.            !
 2011.3!             * +                      !!            .0. .            !
 2011.4!               +                      !!            . 0 .            !
 2012.1!             * +                      !!            .0. .            !
 2012.2!               +                      !!            . 0 .            !
 2012.3!              *+                      !!            .0. .            !
 2012.4!          *    +                      !!           0. . .            !


     18.09 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOBE=KOPX$/BEPMM;                                                      
 GENR LAAKOBE=LOG(AAKOBE+.00001);                                             
 GENR LAKOBE=LOG(AKOBE+.00001);                                               
 LHS AAKOBE=EXP(LAAKOBE)-.00001;                                              
  EQ  812 LAAKOBE C LAKOBE(-1) PKOBE;                                         
EQUATION 735  LAAKOBE  
   RHS     C  LAKOBE(-1)  PKOBE  
 SMPL 1974.4 2012.4;                                                          
Sample period is now  1974.4 to  2012.4 Internally:    92 to   244
 OLS;EST  735 PLOT=0;END;                                                     

Equation number =  735
**********************

Dependent variable = LAAKOBE 

 1974.4 -   2012.4,    0 missing obs.,  153 obs. used.

Mean of dependent variable       -5.841571251

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.714084582       0.205935680  -8.32340     1.000000
12614 LAKOBE  ( -1)       0.475831341       0.054997033   8.65195    -5.865372
12612 PKOBE   (  0)      -0.952077586       0.116110413  -8.19976     1.403834

SE of equation            =     0.280986816
Sum of squared residuals  =  11.8430387       0.513198373E-10
Average absolute error    =     0.195435770
Sum of ABS residuals      =  29.9016728    
R squared                 =   0.85835
Durbin-Watson statistic   =   2.27090
SMPL and No. Obs.         = 1974.4   2012.4    153

Plot of actual(*) and fitted(+) values and residuals(0)


 1974.4!+                                     !!          .   .0  .          !
 1975.1*         +                            !!     0    .   .   .          !
 1975.2!   *     +                            !!        0 .   .   .          !
 1975.3!         +                            !!          .   0   .          !
 1975.4!       *   +                          !!          0   .   .          !
 1976.1!         *+                           !!          .  0.   .          !
 1976.2!          +    *                      !!          .   .   .0         !
 1976.3!            +     *                   !!          .   .   . 0        !
 1976.4!            * +                       !!          . 0 .   .          !
 1977.1!         * +                          !!          . 0 .   .          !
 1977.2!      *   +                           !!          0   .   .          !
 1977.3!        *+                            !!          .  0.   .          !
 1977.4!         *+                           !!          .  0.   .          !
 1978.1!        *  +                          !!          .0  .   .          !
 1978.2!    *     +                           !!        0 .   .   .          !
 1978.3!        +                             !!          .  0.   .          !
 1978.4!          +*                          !!          .   .0  .          !
 1979.1!       *   +                          !!          0   .   .          !
 1979.2!         + *                          !!          .   . 0 .          !
 1979.3!       *     +                        !!         0.   .   .          !
 1979.4!          *+                          !!          .  0.   .          !
 1980.1!          *   +                       !!          .0  .   .          !
 1980.2!         *   +                        !!          0   .   .          !
 1980.3!           * +                        !!          . 0 .   .          !
 1980.4!            *+                        !!          .  0.   .          !
 1981.1!       *    +                         !!         0.   .   .          !
 1981.2!        *+                            !!          .  0.   .          !
 1981.3!       *+                             !!          .  0.   .          !
 1981.4!         +               *            !!          .   .   .          0
 1982.1!          *       +                   !!      0   .   .   .          !
 1982.2!         * +                          !!          . 0 .   .          !
 1982.3!          + *                         !!          .   . 0 .          !
 1982.4!         *  +                         !!          .0  .   .          !
 1983.1!     *     +                          !!        0 .   .   .          !
 1983.2!     *   +                            !!          0   .   .          !
 1983.3!      * +                             !!          . 0 .   .          !
 1983.4!        +         *                   !!          .   .   .    0     !
 1984.1!              + *                     !!          .   .  0.          !
 1984.2!      *      +                        !!      0   .   .   .          !
 1984.3!      *+                              !!          .  0.   .          !
 1984.4!       +*                             !!          .   .0  .          !
 1985.1! *     +                              !!        0 .   .   .          !
 1985.2!   * +                                !!          .0  .   .          !
 1985.3!        +       *                     !!          .   .   .    0     !
 1985.4!       *        +                     !!     0    .   .   .          !
 1986.1!           +             *            !!          .   .   .        0 !
 1986.2!                    +                 !!          .   0   .          !
 1986.3!           *     +                    !!        0 .   .   .          !
 1986.4!             *+                       !!          .  0.   .          !
 1987.1!              *+                      !!          .  0.   .          !
 1987.2!             * +                      !!          . 0 .   .          !
 1987.3!              + *                     !!          .   . 0 .          !
 1987.4!                +                     !!          .   0   .          !
 1988.1!               +                      !!          .   .0  .          !
 1988.2!              + *                     !!          .   . 0 .          !
 1988.3!            +  *                      !!          .   . 0 .          !
 1988.4!            +  *                      !!          .   .   0          !
 1989.1!           + *                        !!          .   .0  .          !
 1989.2!          +                           !!          .   0   .          !
 1989.3!        +   *                         !!          .   .  0.          !
 1989.4!          + *                         !!          .   . 0 .          !
 1990.1!            + *                       !!          .   . 0 .          !
 1990.2!             +  *                     !!          .   .  0.          !
 1990.3!               +*                     !!          .   .0  .          !
 1990.4!                 +*                   !!          .   .0  .          !
 1991.1!                 +                    !!          .   0   .          !
 1991.2!              +  *                    !!          .   . 0 .          !
 1991.3!              +*                      !!          .   0   .          !
 1991.4!               +      *               !!          .   .   .  0       !
 1992.1!                *  +                  !!          . 0 .   .          !
 1992.2!                +*                    !!          .   .0  .          !
 1992.3!                 *+                   !!          .   0   .          !
 1992.4!                 +*                   !!          .   .0  .          !
 1993.1!               *+                     !!          .  0.   .          !
 1993.2!               +   *                  !!          .   .   0          !
 1993.3!                 +                    !!          .   .0  .          !
 1993.4!                +  *                  !!          .   .  0.          !
 1994.1!               +   *                  !!          .   .  0.          !
 1994.2!              * +                     !!          .  0.   .          !
 1994.3!              *+                      !!          .   0   .          !
 1994.4!              *+                      !!          .  0.   .          !
 1995.1!               +   *                  !!          .   .   0          !
 1995.2!                 +                    !!          .   0   .          !
 1995.3!                 +                    !!          .   0   .          !
 1995.4!                 + *                  !!          .   . 0 .          !
 1996.1!                  +*                  !!          .   .0  .          !
 1996.2!                 * +                  !!          .  0.   .          !
 1996.3!                   +                  !!          .   0   .          !
 1996.4!                   +                  !!          .   0   .          !
 1997.1!                   +                  !!          .   0   .          !
 1997.2!                  +*                  !!          .   .0  .          !
 1997.3!                  *+                  !!          .   0   .          !
 1997.4!                        +*            !!          .   .0  .          !
 1998.1!                               + *    !!          .   . 0 .          !
 1998.2!                                 +  * !!          .   .  0.          !
 1998.3!                               * +    !!          .0  .   .          !
 1998.4!                               +  *   !!          .   .  0.          !
 1999.1!                           *+         !!          .  0.   .          !
 1999.2!                        *+            !!          .  0.   .          !
 1999.3!                       +*             !!          .   .0  .          !
 1999.4!                       + *            !!          .   .  0.          !
 2000.1!                       +  *           !!          .   .  0.          !
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 2000.3!                      +   *           !!          .   .   0          !
 2000.4!                       +  *           !!          .   .  0.          !
 2001.1!                        +             !!          .   0   .          !
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 2001.3!                        +             !!          .   0   .          !
 2001.4!                         +            !!          .   0   .          !
 2002.1!                        *+            !!          .  0.   .          !
 2002.2!                       *+             !!          .  0.   .          !
 2002.3!                        *+            !!          .  0.   .          !
 2002.4!                         +            !!          .   0   .          !
 2003.1!                          +   *       !!          .   .  0.          !
 2003.2!                             +        !!          .   0   .          !
 2003.3!                            *+        !!          .   0   .          !
 2003.4!                             +*       !!          .   . 0 .          !
 2004.1!                             *+       !!          .  0.   .          !
 2004.2!                            +         !!          .   0   .          !
 2004.3!                            +         !!          .   0   .          !
 2004.4!                            +         !!          .   0   .          !
 2005.1!                            +*        !!          .   0   .          !
 2005.2!                             +    *   !!          .   .   .0         !
 2005.3!                             * +      !!          . 0 .   .          !
 2005.4!                           * +        !!          . 0 .   .          !
 2006.1!                            +         !!          .   0   .          !
 2006.2!                             + *      !!          .   . 0 .          !
 2006.3!                              +       !!          .   0   .          !
 2006.4!                              +     * !!          .   .   .0         !
 2007.1!                                *+    !!          . 0 .   .          !
 2007.2!                                +  *  !!          .   .  0.          !
 2007.3!                                 +    !!          .   0   .          !
 2007.4!                                *+    !!          .   0   .          !
 2008.1!                                 +*   !!          .   .0  .          !
 2008.2!                                 +    *!          .   .   .0         !
 2008.3!                                *  +  !!          .0  .   .          !
 2008.4!                                 +  * !!          .   .  0.          !
 2009.1!                                 * +  !!          . 0 .   .          !
 2009.2!                                 +   *!!          .   .  0.          !
 2009.3!                           *       +  !!      0   .   .   .          !
 2009.4!                               +      *!          .   .   .  0       !
 2010.1!                                  * + !!          . 0 .   .          !
 2010.2!                           *     +    !!        0 .   .   .          !
 2010.3!                              +    *  !!          .   .   0          !
 2010.4!                           *      +   !!       0  .   .   .          !
 2011.1!                              *+      !!          .  0.   .          !
 2011.2!                               *+     !!          .   0   .          !
 2011.3!                                *+    !!          .  0.   .          !
 2011.4!                               * +    !!          . 0 .   .          !
 2012.1!                                 +*   !!          .   . 0 .          !
 2012.2!                                * +   !!          . 0 .   .          !
 2012.3!                              *  +    !!          .0  .   .          !
 2012.4!                               *+     !!          . 0 .   .          !


     22.22 percent of the residuals exceed 1 SE
      5.88 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDEBE=DEPX$Q/BEPMM;                                                     
 GENR LAADEBE=LOG(AADEBE+.00001);                                             
 GENR LADEBE=LOG(ADEBE+.00001);                                               
 LHS AADEBE=EXP(LAADEBE)-.00001;                                              
  EQ  813 LAADEBE C LADEBE(-1) PDEBE;                                         
EQUATION 736  LAADEBE  
   RHS     C  LADEBE(-1)  PDEBE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  736 PLOT=0;END;                                                     

Equation number =  736
**********************

Dependent variable = LAADEBE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.214881085

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.647787246       0.185861340  -3.48533     1.000000
12617 LADEBE  ( -1)       0.817506559       0.045854894  17.82812    -5.214092
12615 PDEBE   (  0)      -0.307436965       0.144278606  -2.13086     0.990575

SE of equation            =     0.098768997
Sum of squared residuals  =  1.80473323      -0.269597678E-10
Average absolute error    =     0.071651274
Sum of ABS residuals      =  13.4704396    
R squared                 =   0.76869
Durbin-Watson statistic   =   2.34971
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!       + *                            !!          .   . 0 .          !
 1966.2!        +                             !!          .   0   .          !
 1966.3!  *     +                             !!         0.   .   .          !
 1966.4!  + *                                 !!          .   . 0 .          !
 1967.1!    +           *                     !!          .   .   .      0   !
 1967.2!               +                *     !!          .   .   .          0
 1967.3!                  *          +        !!     0    .   .   .          !
 1967.4!                  + *                 !!          .   . 0 .          !
 1968.1!                    +        *        !!          .   .   .   0      !
 1968.2!                          + *         !!          .   . 0 .          !
 1968.3!                      *  +            !!          .0  .   .          !
 1968.4!                   *+                 !!          .  0.   .          !
 1969.1!   *              +                   !! 0        .   .   .          !
 1969.2!  * +                                 !!          . 0 .   .          !
 1969.3!   +        *                         !!          .   .   .   0      !
 1969.4!*          +                          !!    0     .   .   .          !
 1970.1*  +                                   !!          .0  .   .          !
 1970.2*  +                                   !!          .0  .   .          !
 1970.3!  +      *                            !!          .   .   . 0        !
 1970.4!     *    +                           !!          0   .   .          !
 1971.1!      *+                              !!          .  0.   .          !
 1971.2!*        +                            !!      0   .   .   .          !
 1971.3!    +        *                        !!          .   .   .   0      !
 1971.4!        *     +                       !!         0.   .   .          !
 1972.1!      *   +                           !!          0   .   .          !
 1972.2!       *+                             !!          .  0.   .          !
 1972.3!   *     +                            !!        0 .   .   .          !
 1972.4!      +*                              !!          .   .0  .          !
 1973.1!    *    +                            !!          0   .   .          !
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 1973.3!     *  +                             !!          .0  .   .          !
 1973.4!*      +                              !!        0 .   .   .          !
 1974.1!  +            *                      !!          .   .   .      0   !
 1974.2!    *          +                      !!    0     .   .   .          !
 1974.3!      +   *                           !!          .   .  0.          !
 1974.4!          +   *                       !!          .   .  0.          !
 1975.1!             +     *                  !!          .   .   .0         !
 1975.2!              *   +                   !!          .0  .   .          !
 1975.3!           *  +                       !!          .0  .   .          !
 1975.4!           +                          !!          .   0   .          !
 1976.1!         *  +                         !!          .0  .   .          !
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 1977.1!            +*                        !!          .   .0  .          !
 1977.2!         *   +                        !!          .0  .   .          !
 1977.3!          +   *                       !!          .   .   0          !
 1977.4!          *   +                       !!          0   .   .          !
 1978.1!          +      *                    !!          .   .   . 0        !
 1978.2!                 +     *              !!          .   .   . 0        !
 1978.3!               *      +               !!        0 .   .   .          !
 1978.4!               +  *                   !!          .   .  0.          !
 1979.1!                  +                   !!          .   0   .          !
 1979.2!                  +                   !!          .   0   .          !
 1979.3!                 *+                   !!          .  0.   .          !
 1979.4!            *     +                   !!         0.   .   .          !
 1980.1!               +  *                   !!          .   .  0.          !
 1980.2!                   + *                !!          .   . 0 .          !
 1980.3!                      +  *            !!          .   .  0.          !
 1980.4!                     *   +            !!          .0  .   .          !
 1981.1!                      +   *           !!          .   .   0          !
 1981.2!                       *  +           !!          . 0 .   .          !
 1981.3!                       +*             !!          .   0   .          !
 1981.4!                   *    +             !!          0   .   .          !
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 1983.1!                               +    * !!          .   .   0          !
 1983.2!                                  +*  !!          .   .0  .          !
 1983.3!                      *           +   !!   0      .   .   .          !
 1983.4!                       +*             !!          .   .0  .          !
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 1984.4!                           *  +       !!          . 0 .   .          !
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 1985.4!                             *  +     !!          . 0 .   .          !
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 1986.4!                           + *        !!          .   . 0 .          !
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 1987.2!                               + *    !!          .   . 0 .          !
 1987.3!                        *      +      !!        0 .   .   .          !
 1987.4!                        +*            !!          .   .0  .          !
 1988.1!                        +      *      !!          .   .   .  0       !
 1988.2!                           * +        !!          . 0 .   .          !
 1988.3!                          +           !!          .   0   .          !
 1988.4!                          +           !!          .   .0  .          !
 1989.1!                        * +           !!          .  0.   .          !
 1989.2!                        + *           !!          .   .0  .          !
 1989.3!                         + *          !!          .   . 0 .          !
 1989.4!                      *   +           !!          .0  .   .          !
 1990.1!                    *+                !!          .  0.   .          !
 1990.2!                    +*                !!          .   .0  .          !
 1990.3!                     +            *   !!          .   .   .       0  !
 1990.4!                              * +     !!          . 0 .   .          !
 1991.1!                             +        !!          .   0   .          !
 1991.2!                            +         !!          .   0   .          !
 1991.3!                           +      *   !!          .   .   . 0        !
 1991.4!                           *   +      !!          0   .   .          !
 1992.1!                          +  *        !!          .   . 0 .          !
 1992.2!                           +    *     !!          .   .   0          !
 1992.3!                            * +       !!          . 0 .   .          !
 1992.4!                          +           !!          .   0   .          !
 1993.1!                         +      *     !!          .   .   . 0        !
 1993.2!                              +   *   !!          .   .   0          !
 1993.3!                             *   +    !!          0   .   .          !
 1993.4!                            +  *      !!          .   .  0.          !
 1994.1!                          *  +        !!          .0  .   .          !
 1994.2!                          + *         !!          .   . 0 .          !
 1994.3!                           +*         !!          .   .0  .          !
 1994.4!                         * +          !!          . 0 .   .          !
 1995.1!                         +       *    !!          .   .   .   0      !
 1995.2!                               + *    !!          .   . 0 .          !
 1995.3!                               +      !!          .   0   .          !
 1995.4!                             +*       !!          .   0   .          !
 1996.1!                            +   *     !!          .   .  0.          !
 1996.2!                               +      !!          .   .0  .          !
 1996.3!                              +   *   !!          .   .   0          !
 1996.4!                           *    +     !!          0   .   .          !
 1997.1!                           +      *   !!          .   .   .  0       !
 1997.2!                                + *   !!          .   . 0 .          !
 1997.3!                                 +   *!!          .   .   0          !
 1997.4!                                   +  *!          .   .  0.          !
 1998.1!                                    +*!!          .   .0  .          !
 1998.2!                                 *+   !!          . 0 .   .          !
 1998.3!                               +    * !!          .   .   .0         !
 1998.4!                                  + * !!          .   . 0 .          !
 1999.1!                                  +*  !!          .   .0  .          !
 1999.2!                                 +*   !!          .   .0  .          !
 1999.3!                                +*    !!          .   .0  .          !
 1999.4!                                +     !!          .   0   .          !
 2000.1!                            *  +      !!          . 0 .   .          !
 2000.2!                          * +         !!          . 0 .   .          !
 2000.3!                      *   +           !!          0   .   .          !
 2000.4!                       +*             !!          .   .0  .          !
 2001.1!                         +            !!          .   0   .          !
 2001.2!                        *+            !!          .   0   .          !
 2001.3!                        +*            !!          .   .0  .          !
 2001.4!                       * +            !!          . 0 .   .          !
 2002.1!                       +              !!          .   0   .          !
 2002.2!                       +              !!          .   0   .          !
 2002.3!                       +*             !!          .   .0  .          !
 2002.4!                  *     +             !!         0.   .   .          !
 2003.1!                  +           *       !!          .   .   .      0   !
 2003.2!                           *+         !!          .  0.   .          !
 2003.3!                      *   +           !!          0   .   .          !
 2003.4!                     + *              !!          .   . 0 .          !
 2004.1!                     *+               !!          . 0 .   .          !
 2004.2!                  * +                 !!          . 0 .   .          !
 2004.3!                  +   *               !!          .   .  0.          !
 2004.4!                *    +                !!         0.   .   .          !
 2005.1!                +     *               !!          .   .   .0         !
 2005.2!              *      +                !!        0 .   .   .          !
 2005.3!          *   +                       !!          .0  .   .          !
 2005.4!         *  +                         !!          .0  .   .          !
 2006.1!          +*                          !!          .   0   .          !
 2006.2!            +                         !!          .   0   .          !
 2006.3!             +*                       !!          .   0   .          !
 2006.4!          *    +                      !!          0   .   .          !
 2007.1!          * +                         !!          .  0.   .          !
 2007.2!            +                         !!          .   0   .          !
 2007.3!           * +                        !!          . 0 .   .          !
 2007.4!       *    +                         !!         0.   .   .          !
 2008.1!        *+                            !!          .  0.   .          !
 2008.2!         +  *                         !!          .   . 0 .          !
 2008.3!        *    +                        !!          0   .   .          !
 2008.4!          +   *                       !!          .   .   0          !
 2009.1!              *+                      !!          .   0   .          !
 2009.2!              *+                      !!          .  0.   .          !
 2009.3!              *+                      !!          .   0   .          !
 2009.4!               +          *           !!          .   .   .     0    !
 2010.1!          *              +            !! 0        .   .   .          !
 2010.2!        *   +                         !!          .0  .   .          !
 2010.3!          +                           !!          .  0.   .          !
 2010.4!    *       +                         !!       0  .   .   .          !
 2011.1!       +*                             !!          .   .0  .          !
 2011.2!      *   +                           !!          .0  .   .          !
 2011.3!        *+                            !!          .  0.   .          !
 2011.4!     *    +                           !!         0.   .   .          !
 2012.1!       *+                             !!          .   0   .          !
 2012.2!        * +                           !!          .  0.   .          !
 2012.3!           +                          !!          .   0   .          !
 2012.4*            +                         !!  0       .   .   .          !


     24.47 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOBE=NOPX$Q/BEPMM;                                                     
 GENR LAANOBE=LOG(AANOBE+.00001);                                             
 GENR LANOBE=LOG(ANOBE+.00001);                                               
 LHS AANOBE=EXP(LAANOBE)-.00001;                                              
  EQ  814 LAANOBE C LANOBE(-1) PNOBE;                                         
EQUATION 737  LAANOBE  
   RHS     C  LANOBE(-1)  PNOBE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  737 PLOT=0;END;                                                     

Equation number =  737
**********************

Dependent variable = LAANOBE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.890247504

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.243775168       0.114857336  -2.12242     1.000000
12620 LANOBE  ( -1)       0.939381575       0.024230080  38.76923    -4.892283
12618 PNOBE   (  0)      -0.060665792       0.055616793  -1.09078     0.836588

SE of equation            =     0.160628441
Sum of squared residuals  =  4.77327676       0.963407132E-11
Average absolute error    =     0.128614353
Sum of ABS residuals      =  24.1794983    
R squared                 =   0.90002
Durbin-Watson statistic   =   2.73406
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!             +*                       !!         .    . 0  .         !
 1966.2!            *  +                      !!         . 0  .    .         !
 1966.3!             + *                      !!         .    .   0.         !
 1966.4!              * +                     !!         .  0 .    .         !
 1967.1!              + *                     !!         .    .  0 .         !
 1967.2!              * +                     !!         .0   .    .         !
 1967.3!              +          *            !!         .    .    .         0
 1967.4!                 *       +            !!   0     .    .    .         !
 1968.1!             *   +                    !!       0 .    .    .         !
 1968.2!             +  *                     !!         .    .   0.         !
 1968.3!            *   +                     !!       0 .    .    .         !
 1968.4!            +   *                     !!         .    .    .0        !
 1969.1!                 +*                   !!         .    . 0  .         !
 1969.2!              *    +                  !!        0.    .    .         !
 1969.3!             * +                      !!         .  0 .    .         !
 1969.4!              + *                     !!         .    .   0.         !
 1970.1!               * +                    !!         . 0  .    .         !
 1970.2!               + *                    !!         .    .  0 .         !
 1970.3!             *   +                    !!        0.    .    .         !
 1970.4!              +   *                   !!         .    .    .0        !
 1971.1!                  + *                 !!         .    .  0 .         !
 1971.2!                    +                 !!         .   0.    .         !
 1971.3!                 *  +                 !!         .0   .    .         !
 1971.4!                *+                    !!         .  0 .    .         !
 1972.1!               *+                     !!         .   0.    .         !
 1972.2!                +                     !!         .    0    .         !
 1972.3!                +                     !!         .    0    .         !
 1972.4!             *   +                    !!         0    .    .         !
 1973.1!              +                       !!         .    .0   .         !
 1973.2!           *   +                      !!         0    .    .         !
 1973.3!            + *                       !!         .    . 0  .         !
 1973.4!             *+                       !!         .  0 .    .         !
 1974.1!             +*                       !!         .    . 0  .         !
 1974.2!           *   +                      !!         0    .    .         !
 1974.3!            +  *                      !!         .    .    0         !
 1974.4!              *+                      !!         .   0.    .         !
 1975.1!           *   +                      !!         0    .    .         !
 1975.2!            +     *                   !!         .    .    .   0     !
 1975.3!                * +                   !!         . 0  .    .         !
 1975.4!                 +                    !!         .    .0   .         !
 1976.1!        *         +                   !! 0       .    .    .         !
 1976.2!         +   *                        !!         .    .    .0        !
 1976.3!          *   +                       !!        0.    .    .         !
 1976.4!         * +                          !!         . 0  .    .         !
 1977.1!       * +                            !!         . 0  .    .         !
 1977.2!     *  +                             !!         0    .    .         !
 1977.3!   *  +                               !!         .0   .    .         !
 1977.4!    +*                                !!         .    .0   .         !
 1978.1!      +*                              !!         .    . 0  .         !
 1978.2!     *  +                             !!         0    .    .         !
 1978.3!      +  *                            !!         .    .   0.         !
 1978.4!      *  +                            !!         0    .    .         !
 1979.1!       +*                             !!         .    . 0  .         !
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 1979.3! *    +                               !!      0  .    .    .         !
 1979.4*  +                                   !!         .0   .    .         !
 1980.1!+   *                                 !!         .    .    0         !
 1980.2!     +                                !!         .    0    .         !
 1980.3!   *  +                               !!         . 0  .    .         !
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 1981.2!   + *                                !!         .    .  0 .         !
 1981.3!     *+                               !!         .  0 .    .         !
 1981.4!     +                                !!         .    0    .         !
 1982.1!      +*                              !!         .    .0   .         !
 1982.2!       +                              !!         .    0    .         !
 1982.3!        +                             !!         .    0    .         !
 1982.4!    *   +                             !!       0 .    .    .         !
 1983.1!    +    *                            !!         .    .    . 0       !
 1983.2!        * +                           !!         . 0  .    .         !
 1983.3!     *  +                             !!         0    .    .         !
 1983.4!     + *                              !!         .    . 0  .         !
 1984.1!      * +                             !!         .  0 .    .         !
 1984.2!     * +                              !!         . 0  .    .         !
 1984.3!    * +                               !!         . 0  .    .         !
 1984.4!     +*                               !!         .    .0   .         !
 1985.1!      +                               !!         .   0.    .         !
 1985.2!    *  +                              !!         .0   .    .         !
 1985.3!     +     *                          !!         .    .    .   0     !
 1985.4!     *      +                         !!     0   .    .    .         !
 1986.1!      +*                              !!         .    0    .         !
 1986.2!        +  *                          !!         .    .    0         !
 1986.3!         *  +                         !!         . 0  .    .         !
 1986.4!          + *                         !!         .    .  0 .         !
 1987.1!            *+                        !!         .   0.    .         !
 1987.2!         *   +                        !!         0    .    .         !
 1987.3!          +      *                    !!         .    .    .   0     !
 1987.4!             *   +                    !!        0.    .    .         !
 1988.1!              +       *               !!         .    .    .      0  !
 1988.2!                      + *             !!         .    .  0 .         !
 1988.3!                     *  +             !!         .0   .    .         !
 1988.4!                     +   *            !!         .    .    0         !
 1989.1!                        *+            !!         .  0 .    .         !
 1989.2!                       *+             !!         .   0.    .         !
 1989.3!                       + *            !!         .    .  0 .         !
 1989.4!                         +  *         !!         .    .   0.         !
 1990.1!                         *  +         !!         .0   .    .         !
 1990.2!                   *     +            !!      0  .    .    .         !
 1990.3!                   + *                !!         .    .  0 .         !
 1990.4!                     +  *             !!         .    .   0.         !
 1991.1!                      * +             !!         . 0  .    .         !
 1991.2!                      +   *           !!         .    .    .0        !
 1991.3!                         *+           !!         .  0 .    .         !
 1991.4!                         + *          !!         .    .   0.         !
 1992.1!                           +  *       !!         .    .    0         !
 1992.2!                              +       !!         .    .0   .         !
 1992.3!                              +  *    !!         .    .    0         !
 1992.4!                            *    +    !!       0 .    .    .         !
 1993.1!                            +*        !!         .    . 0  .         !
 1993.2!                             +*       !!         .    .0   .         !
 1993.3!                             +        !!         .   0.    .         !
 1993.4!                             +   *    !!         .    .    .0        !
 1994.1!                                 +  * !!         .    .    0         !
 1994.2!                                   +* !!         .    .0   .         !
 1994.3!                                *  +  !!         0    .    .         !
 1994.4!                               *+     !!         .   0.    .         !
 1995.1!                               +   *  !!         .    .    . 0       !
 1995.2!                                  *+  !!         .   0.    .         !
 1995.3!                                  +   !!         .    0    .         !
 1995.4!                                 +    !!         .   0.    .         !
 1996.1!                                + *   !!         .    .  0 .         !
 1996.2!                                  +  *!!         .    .   0.         !
 1996.3!                                   *+ !!         .   0.    .         !
 1996.4!                                  + * !!         .    . 0  .         !
 1997.1!                                   +  !!         .   0.    .         !
 1997.2!                                  +  *!!         .    .   0.         !
 1997.3!                                    +*!!         .    .0   .         !
 1997.4!                                *   + !!        0.    .    .         !
 1998.1!                               +    * !!         .    .    . 0       !
 1998.2!                              *    +  !!       0 .    .    .         !
 1998.3!                              +  *    !!         .    .   0.         !
 1998.4!                              * +     !!         .0   .    .         !
 1999.1!                             + *      !!         .    .  0 .         !
 1999.2!                            *  +      !!         .0   .    .         !
 1999.3!                            +*        !!         .    . 0  .         !
 1999.4!                           * +        !!         .0   .    .         !
 2000.1!                          + *         !!         .    .  0 .         !
 2000.2!                            +*        !!         .    .0   .         !
 2000.3!                            +   *     !!         .    .    .0        !
 2000.4!                               +     *!!         .    .    .  0      !
 2001.1!                                 *  + !!         .0   .    .         !
 2001.2!                                 +    *!         .    .    .  0      !
 2001.3!                                 *   +!!         0    .    .         !
 2001.4!                                 +    *!         .    .    .  0      !
 2002.1!                                *    +!!        0.    .    .         !
 2002.2!                                +     !!         .    0    .         !
 2002.3!                             * +      !!         .0   .    .         !
 2002.4!                            +    *    !!         .    .    . 0       !
 2003.1!                                +     !!         .   0.    .         !
 2003.2!                              *+      !!         .  0 .    .         !
 2003.3!                             +        !!         .    0    .         !
 2003.4!                          *  +        !!         .0   .    .         !
 2004.1!                         +    *       !!         .    .    .0        !
 2004.2!                            *+        !!         .  0 .    .         !
 2004.3!                         * +          !!         . 0  .    .         !
 2004.4!                     *   +            !!        0.    .    .         !
 2005.1!                     + *              !!         .    .   0.         !
 2005.2!                       + *            !!         .    .  0 .         !
 2005.3!                        +*            !!         .    .0   .         !
 2005.4!                      * +             !!         .0   .    .         !
 2006.1!                     +  *             !!         .    .    0         !
 2006.2!                      * +             !!         . 0  .    .         !
 2006.3!                     +*               !!         .    .0   .         !
 2006.4!                   * +                !!         . 0  .    .         !
 2007.1!                   +*                 !!         .    . 0  .         !
 2007.2!                    + *               !!         .    .  0 .         !
 2007.3!                     +                !!         .    0    .         !
 2007.4!                    +                 !!         .    0    .         !
 2008.1!                    +*                !!         .    .0   .         !
 2008.2!                    +                 !!         .    0    .         !
 2008.3!                 * +                  !!         . 0  .    .         !
 2008.4!                 +       *            !!         .    .    .      0  !
 2009.1!                        +   *         !!         .    .    0         !
 2009.2!                       *   +          !!         0    .    .         !
 2009.3!                      *+              !!         .   0.    .         !
 2009.4!                     +                !!         .    0    .         !
 2010.1!                     +*               !!         .    . 0  .         !
 2010.2!                     +  *             !!         .    .  0 .         !
 2010.3!                     * +              !!         . 0  .    .         !
 2010.4!                    +                 !!         .    0    .         !
 2011.1!                   +*                 !!         .    .0   .         !
 2011.2!                   +                  !!         .   0.    .         !
 2011.3!                   +  *               !!         .    .    .0        !
 2011.4!                     *+               !!         .   0.    .         !
 2012.1!                    +*                !!         .    . 0  .         !
 2012.2!                    + *               !!         .    .  0 .         !
 2012.3!                     +  *             !!         .    .   0.         !
 2012.4!                    *  +              !!         0    .    .         !


     31.38 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWBE=SWPX$Q/BEPMM;                                                     
 GENR LAASWBE=LOG(AASWBE+.00001);                                             
 GENR LASWBE=LOG(ASWBE+.00001);                                               
 LHS AASWBE=EXP(LAASWBE)-.00001;                                              
  EQ  815 LAASWBE C LASWBE(-1) PSWBE;                                         
EQUATION 738  LAASWBE  
   RHS     C  LASWBE(-1)  PSWBE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  738 PLOT=0;END;                                                     

Equation number =  738
**********************

Dependent variable = LAASWBE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.988153309

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.316407298       0.106028145  -2.98418     1.000000
12623 LASWBE  ( -1)       0.860081681       0.033430719  25.72729    -3.988936
12621 PSWBE   (  0)      -0.216949960       0.063709054  -3.40532     1.110558

SE of equation            =     0.069336865
Sum of squared residuals  = 0.889406168       0.234057218E-10
Average absolute error    =     0.053351559
Sum of ABS residuals      =  10.0300932    
R squared                 =   0.87124
Durbin-Watson statistic   =   2.38281
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                  + *                 !!        .     .   0 .        !
 1966.2!                   +                  !!        .     .0    .        !
 1966.3!               *  +                   !!        .0    .     .        !
 1966.4!              +    *                  !!        .     .     .  0     !
 1967.1!                  +  *                !!        .     .    0.        !
 1967.2!                    + *               !!        .     .   0 .        !
 1967.3!                     +                !!        .     .0    .        !
 1967.4!                    +                 !!        .     0     .        !
 1968.1!                   +                  !!        .     0     .        !
 1968.2!                * +                   !!        .  0  .     .        !
 1968.3!            *  +                      !!        0     .     .        !
 1968.4!            +    *                    !!        .     .     .  0     !
 1969.1!                +*                    !!        .     . 0   .        !
 1969.2!              * +                     !!        .  0  .     .        !
 1969.3!             +  *                     !!        .     .     0        !
 1969.4!               +                      !!        .     0     .        !
 1970.1!        *     +                       !!   0    .     .     .        !
 1970.2!        +     *                       !!        .     .     .   0    !
 1970.3!             +      *                 !!        .     .     .     0  !
 1970.4!            *     +                   !!    0   .     .     .        !
 1971.1!            +    *                    !!        .     .     .  0     !
 1971.2!                 +                    !!        .     0     .        !
 1971.3!              *  +                    !!        .0    .     .        !
 1971.4!              +                       !!        .    0.     .        !
 1972.1!              + *                     !!        .     .  0  .        !
 1972.2!              *  +                    !!        . 0   .     .        !
 1972.3!               +                      !!        .    0.     .        !
 1972.4!               + *                    !!        .     .   0 .        !
 1973.1!              *   +                   !!        0     .     .        !
 1973.2!            * +                       !!        .  0  .     .        !
 1973.3!         *   +                        !!        0     .     .        !
 1973.4!      *   +                           !!       0.     .     .        !
 1974.1!       +       *                      !!        .     .     .        0
 1974.2!        *      +                      !!   0    .     .     .        !
 1974.3!         + *                          !!        .     .    0.        !
 1974.4!          +     *                     !!        .     .     .   0    !
 1975.1!              +*                      !!        .     . 0   .        !
 1975.2!      *       +                       !!0       .     .     .        !
 1975.3!      + *                             !!        .     .  0  .        !
 1975.4!        +                             !!        .     0     .        !
 1976.1!   *    +                             !!     0  .     .     .        !
 1976.2!   +    *                             !!        .     .     . 0      !
 1976.3!        +                             !!        .     0     .        !
 1976.4!     *  +                             !!        . 0   .     .        !
 1977.1! *    +                               !!     0  .     .     .        !
 1977.2*  +                                   !!        .0    .     .        !
 1977.3! +                                    !!        .     .0    .        !
 1977.4!    +                                 !!        .     .0    .        !
 1978.1!    * +                               !!        .  0  .     .        !
 1978.2!  *    +                              !!      0 .     .     .        !
 1978.3! *   +                                !!       0.     .     .        !
 1978.4!   *+                                 !!        .    0.     .        !
 1979.1!*     +                               !!     0  .     .     .        !
 1979.2!   +       *                          !!        .     .     .      0 !
 1979.3!         *  +                         !!        0     .     .        !
 1979.4!           +*                         !!        .     . 0   .        !
 1980.1!            * +                       !!        .  0  .     .        !
 1980.2!       *     +                        !!    0   .     .     .        !
 1980.3!         +*                           !!        .     0     .        !
 1980.4!           +*                         !!        .     . 0   .        !
 1981.1!            *+                        !!        .   0 .     .        !
 1981.2!            * +                       !!        .  0  .     .        !
 1981.3!           * +                        !!        .  0  .     .        !
 1981.4!             +    *                   !!        .     .     .  0     !
 1982.1!            *      +                  !!  0     .     .     .        !
 1982.2!              +     *                 !!        .     .     .    0   !
 1982.3!                     +     *          !!        .     .     .   0    !
 1982.4!                            +*        !!        .     . 0   .        !
 1983.1!                              + *     !!        .     .   0 .        !
 1983.2!                                 +    *!        .     .     .  0     !
 1983.3!                                *    +!!      0 .     .     .        !
 1983.4!                                +     !!        .     0     .        !
 1984.1!                                +*    !!        .     .0    .        !
 1984.2!                            *   +     !!      0 .     .     .        !
 1984.3!                            +   *     !!        .     .     0        !
 1984.4!                           *    +     !!      0 .     .     .        !
 1985.1!                           +     *    !!        .     .     .  0     !
 1985.2!                               *+     !!        .   0 .     .        !
 1985.3!                               + *    !!        .     .  0  .        !
 1985.4!                          *      +    !!   0    .     .     .        !
 1986.1!                          +    *      !!        .     .     .0       !
 1986.2!                         *    +       !!     0  .     .     .        !
 1986.3!                        +   *         !!        .     .     0        !
 1986.4!                            +         !!        .     .0    .        !
 1987.1!                            +         !!        .     .0    .        !
 1987.2!                           *+         !!        .     0     .        !
 1987.3!                           +          !!        .     0     .        !
 1987.4!                          +*          !!        .     . 0   .        !
 1988.1!                       *  +           !!        .0    .     .        !
 1988.2!                       +  *           !!        .     .    0.        !
 1988.3!                         +            !!        .     0     .        !
 1988.4!                        +             !!        .    0.     .        !
 1989.1!                    *  +              !!        .0    .     .        !
 1989.2!               *   +                  !!       0.     .     .        !
 1989.3!               + *                    !!        .     .  0  .        !
 1989.4!                 +                    !!        .     .0    .        !
 1990.1!               * +                    !!        .  0  .     .        !
 1990.2!             * +                      !!        .0    .     .        !
 1990.3!             + *                      !!        .     .  0  .        !
 1990.4!          *     +                     !!     0  .     .     .        !
 1991.1!          *+                          !!        .   0 .     .        !
 1991.2!           +                          !!        .     .0    .        !
 1991.3!            +                         !!        .    0.     .        !
 1991.4!             +                        !!        .     0     .        !
 1992.1!              +*                      !!        .     . 0   .        !
 1992.2!              * +                     !!        .  0  .     .        !
 1992.3!              +  *                    !!        .     .   0 .        !
 1992.4!               *  +                   !!        .0    .     .        !
 1993.1!                 +                    !!        .     0     .        !
 1993.2!                   +  *               !!        .     .     0        !
 1993.3!                        +  *          !!        .     .     0        !
 1993.4!                            +*        !!        .     . 0   .        !
 1994.1!                             +    *   !!        .     .     .  0     !
 1994.2!                               *  +   !!        . 0   .     .        !
 1994.3!                               +   *  !!        .     .     . 0      !
 1994.4!                                  + * !!        .     .  0  .        !
 1995.1!                            *     +   !!   0    .     .     .        !
 1995.2!                          *+          !!        .   0 .     .        !
 1995.3!                          +*          !!        .     .  0  .        !
 1995.4!                          + *         !!        .     .  0  .        !
 1996.1!                           +      *   !!        .     .     .      0 !
 1996.2!                                + *   !!        .     .   0 .        !
 1996.3!                              * +     !!        .  0  .     .        !
 1996.4!                             +        !!        .     0     .        !
 1997.1!                         *  +         !!        0     .     .        !
 1997.2!                        +  *          !!        .     .   0 .        !
 1997.3!                          +   *       !!        .     .     0        !
 1997.4!                            *+        !!        .  0  .     .        !
 1998.1!                           +    *     !!        .     .     .  0     !
 1998.2!                               + *    !!        .     .    0.        !
 1998.3!                                +    *!!        .     .     . 0      !
 1998.4!                                   +  !!        .    0.     .        !
 1999.1!                                 +*   !!        .     .0    .        !
 1999.2!                                *+    !!        .    0.     .        !
 1999.3!                               +*     !!        .     . 0   .        !
 1999.4!                               +*     !!        .     0     .        !
 2000.1!                               + *    !!        .     .   0 .        !
 2000.2!                            *   +     !!       0.     .     .        !
 2000.3!                           +  *       !!        .     .   0 .        !
 2000.4!                              +      *!!        .     .     .     0  !
 2001.1!                             *      + !!    0   .     .     .        !
 2001.2!                              +       !!        .     0     .        !
 2001.3!                              +      *!!        .     .     .     0  !
 2001.4!                                   * +!!        .   0 .     .        !
 2002.1!                                *  +  !!        . 0   .     .        !
 2002.2!                                +     !!        .     .0    .        !
 2002.3!                              * +     !!        .  0  .     .        !
 2002.4!                              +       !!        .    0.     .        !
 2003.1!                             + *      !!        .     .  0  .        !
 2003.2!                               +      !!        .     0     .        !
 2003.3!                             *+       !!        .   0 .     .        !
 2003.4!                             +        !!        .    0.     .        !
 2004.1!                            +         !!        .     0     .        !
 2004.2!                            +   *     !!        .     .     .0       !
 2004.3!                                +     !!        .     .0    .        !
 2004.4!                             * +      !!        . 0   .     .        !
 2005.1!                            *+        !!        .     0     .        !
 2005.2!                          * +         !!        . 0   .     .        !
 2005.3!                          +           !!        .    0.     .        !
 2005.4!                       *  +           !!        0     .     .        !
 2006.1!                        +*            !!        .     .  0  .        !
 2006.2!                          + *         !!        .     .   0 .        !
 2006.3!                            +         !!        .     0     .        !
 2006.4!                            +*        !!        .     . 0   .        !
 2007.1!                           * +        !!        .   0 .     .        !
 2007.2!                          *+          !!        .   0 .     .        !
 2007.3!                        *+            !!        .   0 .     .        !
 2007.4!                        +*            !!        .     .0    .        !
 2008.1!                         + *          !!        .     . 0   .        !
 2008.2!                       *  +           !!        0     .     .        !
 2008.3!                      *+              !!        .   0 .     .        !
 2008.4!                    *  +              !!        0     .     .        !
 2009.1!              *      +                !!  0     .     .     .        !
 2009.2!           *    +                     !!     0  .     .     .        !
 2009.3!             + *                      !!        .     . 0   .        !
 2009.4!            *    +                    !!       0.     .     .        !
 2010.1!               +  *                   !!        .     .    0.        !
 2010.2!                   +                  !!        .     0     .        !
 2010.3!                    +*                !!        .     .  0  .        !
 2010.4!                      +*              !!        .     .0    .        !
 2011.1!                       + *            !!        .     .  0  .        !
 2011.2!                         +            !!        .     0     .        !
 2011.3!                         +            !!        .     .0    .        !
 2011.4!                        *+            !!        .   0 .     .        !
 2012.1!                         +            !!        .     0     .        !
 2012.2!                         +*           !!        .     . 0   .        !
 2012.3!                          +    *      !!        .     .     .  0     !
 2012.4!                           *   +      !!        0     .     .        !


     32.98 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGRBE=GRPX$Q/BEPMM;                                                     
 GENR LAAGRBE=LOG(AAGRBE+.00001);                                             
 GENR LAGRBE=LOG(AGRBE+.00001);                                               
 LHS AAGRBE=EXP(LAAGRBE)-.00001;                                              
  EQ  816 LAAGRBE C LAGRBE(-1) PGRBE;                                         
EQUATION 739  LAAGRBE  
   RHS     C  LAGRBE(-1)  PGRBE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  739 PLOT=0;END;                                                     

Equation number =  739
**********************

Dependent variable = LAAGRBE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.549233504

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.624730621       0.349607167  -4.64730     1.000000
12626 LAGRBE  ( -1)       0.728382412       0.049870146  14.60558    -6.550375
12624 PGRBE   (  0)      -0.154810179       0.191936875  -0.80657     0.990405

SE of equation            =     0.264530390
Sum of squared residuals  =  12.9456205      -0.394946298E-10
Average absolute error    =     0.204698813
Sum of ABS residuals      =  38.4833768    
R squared                 =   0.54808
Durbin-Watson statistic   =   2.26133
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!    +    *                            !!         .    .   0.         !
 1966.2!     *    +                           !!         0    .    .         !
 1966.3!        +            *                !!         .    .    .     0   !
 1966.4!               *   +                  !!         .0   .    .         !
 1967.1!               +            *         !!         .    .    .     0   !
 1967.2!                         +*           !!         .    .0   .         !
 1967.3!                        + *           !!         .    . 0  .         !
 1967.4!                      *+              !!         .   0.    .         !
 1968.1!                   * +                !!         .   0.    .         !
 1968.2!                  +           *       !!         .    .    .   0     !
 1968.3!                        * +           !!         .   0.    .         !
 1968.4!                    * +               !!         .   0.    .         !
 1969.1!                   +     *            !!         .    .    0         !
 1969.2!                       +  *           !!         .    .  0 .         !
 1969.3!                       +*             !!         .    .0   .         !
 1969.4!                   *  +               !!         . 0  .    .         !
 1970.1!                  +         *         !!         .    .    .   0     !
 1970.2!                         +    *       !!         .    .    0         !
 1970.3!                           +          !!         .    0    .         !
 1970.4!                       *+             !!         .   0.    .         !
 1971.1!                     +  *             !!         .    . 0  .         !
 1971.2!                      +   *           !!         .    .   0.         !
 1971.3!                        +   *         !!         .    .  0 .         !
 1971.4!                         +  *         !!         .    . 0  .         !
 1972.1!                  *      +            !!        0.    .    .         !
 1972.2!                  +                   !!         .   0.    .         !
 1972.3!                  +      *            !!         .    .    . 0       !
 1972.4!                  *    +              !!         .0   .    .         !
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 1973.4!                  *    +              !!         0    .    .         !
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 2001.4!    *       +                         !!       0 .    .    .         !
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 2002.3!*    +                                !!         .0   .    .         !
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 2003.3!           * +                        !!         .   0.    .         !
 2003.4!      *      +                        !!        0.    .    .         !
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 2006.4!    *       +                         !!        0.    .    .         !
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 2007.3!            * +                       !!         .  0 .    .         !
 2007.4!       *     +                        !!         0    .    .         !
 2008.1!   *     +                            !!         0    .    .         !
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 2008.4!       *  +                           !!         . 0  .    .         !
 2009.1!         +  *                         !!         .    . 0  .         !
 2009.2!          *  +                        !!         .  0 .    .         !
 2009.3!            + *                       !!         .    . 0  .         !
 2009.4!      *       +                       !!      0  .    .    .         !
 2010.1!      * +                             !!         .  0 .    .         !
 2010.2!       * +                            !!         .   0.    .         !
 2010.3!          + *                         !!         .    . 0  .         !
 2010.4!       *     +                        !!         0    .    .         !
 2011.1!        * +                           !!         .  0 .    .         !
 2011.2!        * +                           !!         .   0.    .         !
 2011.3!          +                           !!         .   0.    .         !
 2011.4!       *   +                          !!         .0   .    .         !
 2012.1!         +  *                         !!         .    .  0 .         !
 2012.2!            *+                        !!         .   0.    .         !
 2012.3!       *     +                        !!         .0   .    .         !
 2012.4!    *    +                            !!         0    .    .         !


     27.13 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRBE=IRPX$Q/BEPMM;                                                     
 GENR LAAIRBE=LOG(AAIRBE+.00001);                                             
 GENR LAIRBE=LOG(AIRBE+.00001);                                               
 LHS AAIRBE=EXP(LAAIRBE)-.00001;                                              
  EQ  817 LAAIRBE C LAIRBE(-1) PIRBE;                                         
EQUATION 740  LAAIRBE  
   RHS     C  LAIRBE(-1)  PIRBE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  740 PLOT=0;END;                                                     

Equation number =  740
**********************

Dependent variable = LAAIRBE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.642147248

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.283526642       0.216007186   1.31258     1.000000
12629 LAIRBE  ( -1)       0.940537386       0.025368582  37.07489    -4.665277
12627 PIRBE   (  0)      -0.470127723       0.270439726  -1.73838     1.143959

SE of equation            =     0.221454168
Sum of squared residuals  =  9.07276048       0.151878510E-12
Average absolute error    =     0.162352963
Sum of ABS residuals      =  30.5223570    
R squared                 =   0.96960
Durbin-Watson statistic   =   2.34698
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1+  *                                   !!          .   .   . 0        !
 1966.2!  +  *                                !!          .   .   . 0        !
 1966.3!   * +                                !!         0.   .   .          !
 1966.4!   *+                                 !!          .  0.   .          !
 1967.1!   + *                                !!          .   .  0.          !
 1967.2!     +                                !!          .   0   .          !
 1967.3! *    +                               !!    0     .   .   .          !
 1967.4!  +  *                                !!          .   .   . 0        !
 1968.1!      +                               !!          .   0   .          !
 1968.2!    *  +                              !!         0.   .   .          !
 1968.3!  *  +                                !!        0 .   .   .          !
 1968.4!   +*                                 !!          .   .  0.          !
 1969.1!  *  +                                !!        0 .   .   .          !
 1969.2!  *+                                  !!          . 0 .   .          !
 1969.3*  +                                   !!       0  .   .   .          !
 1969.4!+   *                                 !!          .   .   .   0      !
 1970.1!     +                                !!          .   .0  .          !
 1970.2!   *  +                               !!         0.   .   .          !
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 1970.4!  *  +                                !!         0.   .   .          !
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 1980.3!               * +                    !!         0.   .   .          !
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 1982.1!              +    *                  !!          .   .   .    0     !
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 1988.3!                  +                   !!          .   0   .          !
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 1989.2!                  +                   !!          .  0.   .          !
 1989.3!                  +*                  !!          .   .  0.          !
 1989.4!                   +                  !!          .  0.   .          !
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 1990.2!                  +                   !!          .   .0  .          !
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 1990.4!                  +*                  !!          .   .0  .          !
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 1991.4!                   +*                 !!          .   . 0 .          !
 1992.1!                    +                 !!          .   0   .          !
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 1992.3!                   * +                !!          .0  .   .          !
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 1993.4!                     +                !!          .  0.   .          !
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 1995.3!                      +*              !!          .   . 0 .          !
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 1997.1!                        +             !!          .   .0  .          !
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 1997.4!                      +    *          !!          .   .   .     0    !
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 1998.3!                           + *        !!          .   .   0          !
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 2001.2!                            +         !!          .   0   .          !
 2001.3!                         * +          !!          0   .   .          !
 2001.4!                         +    *       !!          .   .   .    0     !
 2002.1!                              +      *!!          .   .   .          0
 2002.2!                                    + !!          .   0   .          !
 2002.3!                                    + !!          .   . 0 .          !
 2002.4!                                    +*!!          .   .  0.          !
 2003.1!                                 *  + !!        0 .   .   .          !
 2003.2!                                 + *  !!          .   .   .0         !
 2003.3!                                   +  !!          .   0   .          !
 2003.4!                                  +*  !!          .   . 0 .          !
 2004.1!                                   +* !!          .   . 0 .          !
 2004.2!                                   +* !!          .   . 0 .          !
 2004.3!                                   *+ !!          .0  .   .          !
 2004.4!                                   +* !!          .   .  0.          !
 2005.1!                                   *+ !!          .   0   .          !
 2005.2!                                   +* !!          .   .0  .          !
 2005.3!                                   +  !!          .   0   .          !
 2005.4!                                   + *!!          .   .  0.          !
 2006.1!                                   *+ !!          .0  .   .          !
 2006.2!                                  *+  !!          . 0 .   .          !
 2006.3!                                 *+   !!          .  0.   .          !
 2006.4!                                 + *  !!          .   .  0.          !
 2007.1!                                   +  !!          .   .0  .          !
 2007.2!                                  *+  !!          0   .   .          !
 2007.3!                                 *+   !!          .  0.   .          !
 2007.4!                                 + *  !!          .   .   0          !
 2008.1!                                  *+  !!          .  0.   .          !
 2008.2!                                  *+  !!          . 0 .   .          !
 2008.3!                                 *+   !!          . 0 .   .          !
 2008.4!                                 + *  !!          .   .   0          !
 2009.1!                                   + *!!          .   .  0.          !
 2009.2!                                     +*!          .   .  0.          !
 2009.3!                                     *+!          . 0 .   .          !
 2009.4!                                   * +!!          0   .   .          !
 2010.1!                                   +* !!          .   .0  .          !
 2010.2!                                    + !!          .   0   .          !
 2010.3!                                  * + !!          0   .   .          !
 2010.4!                                   +  !!          .   0   .          !
 2011.1!                                   +  !!          .  0.   .          !
 2011.2!                                    + !!          .   0   .          !
 2011.3!                                  * + !!         0.   .   .          !
 2011.4!                                  +*  !!          .   .0  .          !
 2012.1!                                   +  !!          .   .0  .          !
 2012.2!                                 *  + !!         0.   .   .          !
 2012.3!                                  +   !!          .   .0  .          !
 2012.4!                                  +*  !!          .   .0  .          !


     28.19 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOBE=POPX$Q/BEPMM;                                                     
 GENR LAAPOBE=LOG(AAPOBE+.00001);                                             
 GENR LAPOBE=LOG(APOBE+.00001);                                               
 LHS AAPOBE=EXP(LAAPOBE)-.00001;                                              
  EQ  818 LAAPOBE C LAPOBE(-1) PPOBE;                                         
EQUATION 741  LAAPOBE  
   RHS     C  LAPOBE(-1)  PPOBE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  741 PLOT=0;END;                                                     

Equation number =  741
**********************

Dependent variable = LAAPOBE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.755641480

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.139858297       0.121553894  -1.15059     1.000000
12632 LAPOBE  ( -1)       0.935434083       0.023811710  39.28462    -5.759646
12630 PPOBE   (  0)      -0.198060602       0.100422281  -1.97228     1.151233

SE of equation            =     0.152162291
Sum of squared residuals  =  4.28337210       0.518909360E-10
Average absolute error    =     0.116235475
Sum of ABS residuals      =  21.8522693    
R squared                 =   0.92704
Durbin-Watson statistic   =   2.73529
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!         *   +                        !!        0 .   .   .          !
 1966.2!         +                            !!          .   0   .          !
 1966.3!       * +                            !!          .0  .   .          !
 1966.4!       +  *                           !!          .   .  0.          !
 1967.1!        *+                            !!          . 0 .   .          !
 1967.2!       * +                            !!          .0  .   .          !
 1967.3!       +  *                           !!          .   .   0          !
 1967.4!       *  +                           !!          0   .   .          !
 1968.1!     * +                              !!          .0  .   .          !
 1968.2!     + *                              !!          .   . 0 .          !
 1968.3!       +                              !!          .   0   .          !
 1968.4!       +                              !!          .  0.   .          !
 1969.1!    *  +                              !!          0   .   .          !
 1969.2!    +                                 !!          .   0   .          !
 1969.3! *  +                                 !!          0   .   .          !
 1969.4!  + *                                 !!          .   .   0          !
 1970.1!    +                                 !!          .  0.   .          !
 1970.2!   * +                                !!          .0  .   .          !
 1970.3*   +                                  !!        0 .   .   .          !
 1970.4!+ *                                   !!          .   .  0.          !
 1971.1! *+                                   !!          .  0.   .          !
 1971.2! *+                                   !!          .  0.   .          !
 1971.3!  +   *                               !!          .   .   .0         !
 1971.4!   *  +                               !!         0.   .   .          !
 1972.1!    + *                               !!          .   .  0.          !
 1972.2!       +          *                   !!          .   .   .          0
 1972.3!          *       +                   !!  0       .   .   .          !
 1972.4!          +    *                      !!          .   .   . 0        !
 1973.1!             * +                      !!          .0  .   .          !
 1973.2!             + *                      !!          .   . 0 .          !
 1973.3!               *+                     !!          .  0.   .          !
 1973.4!               *+                     !!          .   0   .          !
 1974.1!              *+                      !!          .0  .   .          !
 1974.2!             *+                       !!          . 0 .   .          !
 1974.3!          *  +                        !!          0   .   .          !
 1974.4!          +     *                     !!          .   .   .   0      !
 1975.1!                + *                   !!          .   .  0.          !
 1975.2!          *        +                  !!  0       .   .   .          !
 1975.3!          +                           !!          .  0.   .          !
 1975.4!          +*                          !!          .   .0  .          !
 1976.1!            + *                       !!          .   .  0.          !
 1976.2!         *    +                       !!       0  .   .   .          !
 1976.3!          +                           !!          .   0   .          !
 1976.4!     *    +                           !!      0   .   .   .          !
 1977.1!      +      *                        !!          .   .   .      0   !
 1977.2!          *   +                       !!         0.   .   .          !
 1977.3!           +                          !!          .   0   .          !
 1977.4!         * +                          !!          0   .   .          !
 1978.1!          + *                         !!          .   .  0.          !
 1978.2!         *   +                        !!        0 .   .   .          !
 1978.3!          +                           !!          .  0.   .          !
 1978.4!         * +                          !!          . 0 .   .          !
 1979.1!          + *                         !!          .   . 0 .          !
 1979.2!             +*                       !!          .   .0  .          !
 1979.3!          *    +                      !!       0  .   .   .          !
 1979.4!           +   *                      !!          .   .   . 0        !
 1980.1!               *+                     !!          . 0 .   .          !
 1980.2!                + *                   !!          .   .  0.          !
 1980.3!             *    +                   !!       0  .   .   .          !
 1980.4!              +*                      !!          .   . 0 .          !
 1981.1!            *   +                     !!        0 .   .   .          !
 1981.2!         *  +                         !!         0.   .   .          !
 1981.3!         +*                           !!          .   .0  .          !
 1981.4!          + *                         !!          .   . 0 .          !
 1982.1!           *+                         !!          .  0.   .          !
 1982.2!           *+                         !!          .  0.   .          !
 1982.3!           +  *                       !!          .   .   0          !
 1982.4!              + *                     !!          .   . 0 .          !
 1983.1!                +                     !!          .   0   .          !
 1983.2!                +   *                 !!          .   .   . 0        !
 1983.3!                 * +                  !!          .0  .   .          !
 1983.4!                *+                    !!          .  0.   .          !
 1984.1!                +*                    !!          .   . 0 .          !
 1984.2!                 +                    !!          .   0   .          !
 1984.3!                +                     !!          .   0   .          !
 1984.4!                +*                    !!          .   .0  .          !
 1985.1!               *+                     !!          .  0.   .          !
 1985.2!              +  *                    !!          .   .   .0         !
 1985.3!                 +    *               !!          .   .   .  0       !
 1985.4!                     *+               !!          .  0.   .          !
 1986.1!                    +*                !!          .   .0  .          !
 1986.2!                  *  +                !!          0   .   .          !
 1986.3!                  +   *               !!          .   .   . 0        !
 1986.4!                    * +               !!          .0  .   .          !
 1987.1!                    + *               !!          .   .  0.          !
 1987.2!                    *  +              !!          .0  .   .          !
 1987.3!                    *+                !!          .  0.   .          !
 1987.4!                     +*               !!          .   . 0 .          !
 1988.1!                      +*              !!          .   .0  .          !
 1988.2!                      *+              !!          . 0 .   .          !
 1988.3!                   *  +               !!          0   .   .          !
 1988.4!                    +  *              !!          .   .   .0         !
 1989.1!                      *+              !!          . 0 .   .          !
 1989.2!                      + *             !!          .   .  0.          !
 1989.3!                    *   +             !!          0   .   .          !
 1989.4!                     +   *            !!          .   .   . 0        !
 1990.1!                         +            !!          .   .0  .          !
 1990.2!                         +*           !!          .   .0  .          !
 1990.3!                         *+           !!          . 0 .   .          !
 1990.4!                         +  *         !!          .   .   0          !
 1991.1!                           * +        !!          . 0 .   .          !
 1991.2!                         * +          !!          .0  .   .          !
 1991.3!                         +            !!          .  0.   .          !
 1991.4!                         + *          !!          .   . 0 .          !
 1992.1!                           + *        !!          .   .  0.          !
 1992.2!                         *   +        !!         0.   .   .          !
 1992.3!                          +  *        !!          .   .   .0         !
 1992.4!                            *+        !!          . 0 .   .          !
 1993.1!                          *+          !!          . 0 .   .          !
 1993.2!                          + *         !!          .   .  0.          !
 1993.3!                            + *       !!          .   .  0.          !
 1993.4!                           *  +       !!          0   .   .          !
 1994.1!                          + *         !!          .   .  0.          !
 1994.2!                            +         !!          .   0   .          !
 1994.3!                            +*        !!          .   .0  .          !
 1994.4!                             +*       !!          .   0   .          !
 1995.1!                           * +        !!          .0  .   .          !
 1995.2!                            +*        !!          .   . 0 .          !
 1995.3!                           * +        !!          . 0 .   .          !
 1995.4!                            + *       !!          .   .   0          !
 1996.1!                              +  *    !!          .   .   0          !
 1996.2!                                 +  * !!          .   .   .0         !
 1996.3!                                 *  + !!         0.   .   .          !
 1996.4!                                +  *  !!          .   .   0          !
 1997.1!                                 * +  !!          . 0 .   .          !
 1997.2!                                +  *  !!          .   .  0.          !
 1997.3!                               *  +   !!          0   .   .          !
 1997.4!                               +      *!          .   .   .     0    !
 1998.1!                                  *  +!!         0.   .   .          !
 1998.2!                                 + *  !!          .   .  0.          !
 1998.3!                                  +*  !!          .   .0  .          !
 1998.4!                                   + *!!          .   .   0          !
 1999.1!                                    +*!!          .   .0  .          !
 1999.2!                                 *  + !!          0   .   .          !
 1999.3!                                + *   !!          .   . 0 .          !
 1999.4!                                 +  * !!          .   .   0          !
 2000.1!                                  *+  !!          . 0 .   .          !
 2000.2!                                 +    !!          .   0   .          !
 2000.3!                                +     *!          .   .   .    0     !
 2000.4!                                    +*!!          .   .0  .          !
 2001.1!                                    + !!          .   0   .          !
 2001.2!                                   +  !!          .   .0  .          !
 2001.3!                                  +   !!          .   0   .          !
 2001.4!                                 +    !!          .   .0  .          !
 2002.1!                                +     !!          .   0   .          !
 2002.2!                               + *    !!          .   .  0.          !
 2002.3!                              * +     !!          .0  .   .          !
 2002.4!                              +       !!          .   .0  .          !
 2003.1!                              +    *  !!          .   .   .  0       !
 2003.2!                                  + * !!          .   . 0 .          !
 2003.3!                               *   +  !!         0.   .   .          !
 2003.4!                               + *    !!          .   .  0.          !
 2004.1!                                 +*   !!          .   .0  .          !
 2004.2!                               * +    !!          .0  .   .          !
 2004.3!                             * +      !!          .0  .   .          !
 2004.4!                             +  *     !!          .   .   0          !
 2005.1!                                +     !!          .   0   .          !
 2005.2!                               *+     !!          .  0.   .          !
 2005.3!                              *+      !!          .  0.   .          !
 2005.4!                              +*      !!          .   .0  .          !
 2006.1!                            * +       !!          0   .   .          !
 2006.2!                           *+         !!          . 0 .   .          !
 2006.3!                           +          !!          .   0   .          !
 2006.4!                           +          !!          .   0   .          !
 2007.1!                          *+          !!          .0  .   .          !
 2007.2!                       *  +           !!          0   .   .          !
 2007.3!                       + *            !!          .   . 0 .          !
 2007.4!                         +            !!          .  0.   .          !
 2008.1!                         +            !!          .  0.   .          !
 2008.2!                         *+           !!          .  0.   .          !
 2008.3!                         +            !!          .  0.   .          !
 2008.4!                      *  +            !!          0   .   .          !
 2009.1!                      *+              !!          .  0.   .          !
 2009.2!                       +*             !!          .   . 0 .          !
 2009.3!                      * +             !!          0   .   .          !
 2009.4!                      +   *           !!          .   .   0          !
 2010.1!                      *   +           !!         0.   .   .          !
 2010.2!                      *+              !!          .  0.   .          !
 2010.3!                       +              !!          .   0   .          !
 2010.4!                       +  *           !!          .   .   0          !
 2011.1!                          +           !!          .  0.   .          !
 2011.2!                          +*          !!          .   .0  .          !
 2011.3!                           +          !!          .   0   .          !
 2011.4!                           +   *      !!          .   .   . 0        !
 2012.1!                            *  +      !!          0   .   .          !
 2012.2!                            +         !!          .   0   .          !
 2012.3!                           *+         !!          . 0 .   .          !
 2012.4!                           +          !!          .   0   .          !


     27.66 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPBE=SPPX$Q/BEPMM;                                                     
 GENR LAASPBE=LOG(AASPBE+.00001);                                             
 GENR LASPBE=LOG(ASPBE+.00001);                                               
 LHS AASPBE=EXP(LAASPBE)-.00001;                                              
  EQ  819 LAASPBE C LASPBE(-1) PSPBE;                                         
EQUATION 742  LAASPBE  
   RHS     C  LASPBE(-1)  PSPBE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  742 PLOT=0;END;                                                     

Equation number =  742
**********************

Dependent variable = LAASPBE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.485311817

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.106883929       0.052237451  -2.04612     1.000000
12635 LASPBE  ( -1)       0.919012569       0.024181526  38.00474    -4.496064
12633 PSPBE   (  0)      -0.218138177       0.078573190  -2.77624     1.129966

SE of equation            =     0.105385558
Sum of squared residuals  =  2.05463143      -0.452149429E-10
Average absolute error    =     0.079076173
Sum of ABS residuals      =  14.8663205    
R squared                 =   0.97559
Durbin-Watson statistic   =   2.65232
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!  *  +                                !!      0   .   .   .          !
 1966.2!  +  *                                !!          .   .   . 0        !
 1966.3!    +*                                !!          .   . 0 .          !
 1966.4!  * +                                 !!         0.   .   .          !
 1967.1!  + *                                 !!          .   .  0.          !
 1967.2!   *+                                 !!          . 0 .   .          !
 1967.3!    +   *                             !!          .   .   .      0   !
 1967.4!   *    +                             !! 0        .   .   .          !
 1968.1!   +*                                 !!          .   . 0 .          !
 1968.2!    +*                                !!          .   .  0.          !
 1968.3*      +                               !0          .   .   .          !
 1968.4!+  *                                  !!          .   .   .   0      !
 1969.1!    +*                                !!          .   .  0.          !
 1969.2!      +*                              !!          .   .   0          !
 1969.3!    *  +                              !!       0  .   .   .          !
 1969.4!    *+                                !!          . 0 .   .          !
 1970.1!    +  *                              !!          .   .   . 0        !
 1970.2!       +*                             !!          .   . 0 .          !
 1970.3!         +                            !!          .   0   .          !
 1970.4!         *+                           !!          . 0 .   .          !
 1971.1!         +                            !!          .   0   .          !
 1971.2!           +  *                       !!          .   .   .  0       !
 1971.3!            * +                       !!          0   .   .          !
 1971.4!             +*                       !!          .   .  0.          !
 1972.1!               +                      !!          .  0.   .          !
 1972.2!            *  +                      !!       0  .   .   .          !
 1972.3!             + *                      !!          .   .   .0         !
 1972.4!            *  +                      !!       0  .   .   .          !
 1973.1!             +                        !!          .   0   .          !
 1973.2!             *+                       !!          . 0 .   .          !
 1973.3!             +*                       !!          .   .0  .          !
 1973.4!              +*                      !!          .   . 0 .          !
 1974.1!               +*                     !!          .   . 0 .          !
 1974.2!                + *                   !!          .   .   .0         !
 1974.3!                 *+                   !!          . 0 .   .          !
 1974.4!                 + *                  !!          .   .   0          !
 1975.1!                  *+                  !!          . 0 .   .          !
 1975.2!                  +*                  !!          .   . 0 .          !
 1975.3!                   +*                 !!          .   .  0.          !
 1975.4!                    +                 !!          .   0   .          !
 1976.1!                     +*               !!          .   . 0 .          !
 1976.2!                  *   +               !!      0   .   .   .          !
 1976.3!                   +  *               !!          .   .   .  0       !
 1976.4!                    * +               !!          0   .   .          !
 1977.1!                   * +                !!          0   .   .          !
 1977.2!                   *+                 !!          . 0 .   .          !
 1977.3!                    +                 !!          .   .0  .          !
 1977.4!                     +*               !!          .   .0  .          !
 1978.1!                      +               !!          . 0 .   .          !
 1978.2!                     *+               !!          .0  .   .          !
 1978.3!                     *+               !!          .  0.   .          !
 1978.4!                     *+               !!          . 0 .   .          !
 1979.1!                    * +               !!          . 0 .   .          !
 1979.2!                    *+                !!          .  0.   .          !
 1979.3!                    *+                !!          . 0 .   .          !
 1979.4!                     +                !!          .   .0  .          !
 1980.1!                   *  +               !!        0 .   .   .          !
 1980.2!                    +*                !!          .   . 0 .          !
 1980.3!                      +               !!          .   .0  .          !
 1980.4!                       +*             !!          .   . 0 .          !
 1981.1!                     *  +             !!      0   .   .   .          !
 1981.2!                      +               !!          .   0   .          !
 1981.3!                      +  *            !!          .   .   .0         !
 1981.4!                        *+            !!          .0  .   .          !
 1982.1!                        *+            !!          .0  .   .          !
 1982.2!                       *+             !!          .0  .   .          !
 1982.3!                        +             !!          .   .0  .          !
 1982.4!                         +*           !!          .   . 0 .          !
 1983.1!                           +          !!          .   0   .          !
 1983.2!                          * +         !!          .0  .   .          !
 1983.3!                         * +          !!          0   .   .          !
 1983.4!                          +*          !!          .   .0  .          !
 1984.1!                           +          !!          .   0   .          !
 1984.2!                            +*        !!          .   . 0 .          !
 1984.3!                           * +        !!        0 .   .   .          !
 1984.4!                           + *        !!          .   .   .0         !
 1985.1!                           *  +       !!        0 .   .   .          !
 1985.2!                            +         !!          .   0   .          !
 1985.3!                           *+         !!          .0  .   .          !
 1985.4!                            +         !!          .   0   .          !
 1986.1!                           * +        !!          0   .   .          !
 1986.2!                           +          !!          .   0   .          !
 1986.3!                         *  +         !!         0.   .   .          !
 1986.4!                          + *         !!          .   .   0          !
 1987.1!                           *+         !!          .0  .   .          !
 1987.2!                           *+         !!          .  0.   .          !
 1987.3!                            +*        !!          .   .  0.          !
 1987.4!                             +        !!          .  0.   .          !
 1988.1!                             + *      !!          .   .   .0         !
 1988.2!                             * +      !!          0   .   .          !
 1988.3!                             +        !!          .  0.   .          !
 1988.4!                             +        !!          .   0   .          !
 1989.1!                            *+        !!          .  0.   .          !
 1989.2!                            +         !!          .   0   .          !
 1989.3!                            +*        !!          .   . 0 .          !
 1989.4!                             +        !!          .   0   .          !
 1990.1!                            *+        !!          . 0 .   .          !
 1990.2!                            +         !!          .  0.   .          !
 1990.3!                           +*         !!          .   .0  .          !
 1990.4!                            +         !!          .   . 0 .          !
 1991.1!                             +        !!          .   . 0 .          !
 1991.2!                             + *      !!          .   .  0.          !
 1991.3!                            * +       !!         0.   .   .          !
 1991.4!                            +  *      !!          .   .   . 0        !
 1992.1!                              *+      !!          .  0.   .          !
 1992.2!                              +       !!          .  0.   .          !
 1992.3!                             *+       !!          .  0.   .          !
 1992.4!                             +   *    !!          .   .   .   0      !
 1993.1!                                 +  * !!          .   .   .  0       !
 1993.2!                                 *  + !!         0.   .   .          !
 1993.3!                               * +    !!        0 .   .   .          !
 1993.4!                               + *    !!          .   .   0          !
 1994.1!                                *+    !!          .0  .   .          !
 1994.2!                                + *   !!          .   .   .0         !
 1994.3!                                  +*  !!          .   . 0 .          !
 1994.4!                                   +  !!          .   0   .          !
 1995.1!                                  *+  !!          . 0 .   .          !
 1995.2!                                  +   !!          .   .0  .          !
 1995.3!                                  + * !!          .   .  0.          !
 1995.4!                                   *+ !!          .   0   .          !
 1996.1!                                   +  !!          .   0   .          !
 1996.2!                                   +* !!          .   . 0 .          !
 1996.3!                                    +*!!          .   .   0          !
 1996.4!                                    *+!!          .0  .   .          !
 1997.1!                                   *+ !!          . 0 .   .          !
 1997.2!                                   +* !!          .   . 0 .          !
 1997.3!                                    + !!          .   .0  .          !
 1997.4!                                    +*!!          .   . 0 .          !
 1998.1!                                    *+!!          .0  .   .          !
 1998.2!                                    + !!          .   0   .          !
 1998.3!                                    + !!          .   .0  .          !
 1998.4!                                   *+ !!          .  0.   .          !
 1999.1!                                   +  !!          .   0   .          !
 1999.2!                                   +  !!          .   0   .          !
 1999.3!                                   +  !!          .  0.   .          !
 1999.4!                                   +  !!          .   .0  .          !
 2000.1!                                   +* !!          .   . 0 .          !
 2000.2!                                   * +!!          0   .   .          !
 2000.3!                                   +  !!          .   0   .          !
 2000.4!                                   +  !!          .   0   .          !
 2001.1!                                   +* !!          .   .  0.          !
 2001.2!                                    +*!!          .   .0  .          !
 2001.3!                                     +!!          .   0   .          !
 2001.4!                                     +!!          .   0   .          !
 2002.1!                                   *+ !!          .0  .   .          !
 2002.2!                                  *+  !!          .0  .   .          !
 2002.3!                                 *+   !!          . 0 .   .          !
 2002.4!                                  +*  !!          .   .   0          !
 2003.1!                                   + *!!          .   .   0          !
 2003.2!                                     +!!          .   .0  .          !
 2003.3!                                     +*!          .   . 0 .          !
 2003.4!                                      +!          .   .0  .          !
 2004.1!                                      +!          .   .0  .          !
 2004.2!                                     *+!          . 0 .   .          !
 2004.3!                                    +*!!          .   . 0 .          !
 2004.4!                                     +!!          .   0   .          !
 2005.1!                                  * + !!         0.   .   .          !
 2005.2!                                  +*  !!          .   .  0.          !
 2005.3!                                   +  !!          .  0.   .          !
 2005.4!                                   +* !!          .   . 0 .          !
 2006.1!                                   +  !!          .  0.   .          !
 2006.2!                                  *+  !!          . 0 .   .          !
 2006.3!                                 +  * !!          .   .   .0         !
 2006.4!                                   +  !!          .   0   .          !
 2007.1!                                   +  !!          .  0.   .          !
 2007.2!                                  +   !!          .  0.   .          !
 2007.3!                                  +   !!          .   .0  .          !
 2007.4!                                  +*  !!          .   . 0 .          !
 2008.1!                                   +* !!          .   .   0          !
 2008.2!                                    + !!          .  0.   .          !
 2008.3!                                  *+  !!          . 0 .   .          !
 2008.4!                                  +*  !!          .   . 0 .          !
 2009.1!                                  *+  !!          .0  .   .          !
 2009.2!                                 +*   !!          .   . 0 .          !
 2009.3!                                  +*  !!          .   . 0 .          !
 2009.4!                                   +* !!          .   .   0          !
 2010.1!                                  * + !!          0   .   .          !
 2010.2!                                  +*  !!          .   .   0          !
 2010.3!                                   +  !!          .   0   .          !
 2010.4!                                   +  *!          .   .   . 0        !
 2011.1!                                   * +!!          0   .   .          !
 2011.2!                                   +* !!          .   .0  .          !
 2011.3!                                   +  !!          .   0   .          !
 2011.4!                                   +* !!          .   .  0.          !
 2012.1!                                   *+ !!          . 0 .   .          !
 2012.2!                                   +* !!          .   .0  .          !
 2012.3!                                   + *!!          .   .   0          !
 2012.4!                                    *+!!          . 0 .   .          !


     26.60 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNZBE=NZPX$Q/BEPMM;                                                     
 GENR LAANZBE=LOG(AANZBE+.00001);                                             
 GENR LANZBE=LOG(ANZBE+.00001);                                               
 LHS AANZBE=EXP(LAANZBE)-.00001;                                              
  EQ  820 LAANZBE C LANZBE(-1) PNZBE;                                         
EQUATION 743  LAANZBE  
   RHS     C  LANZBE(-1)  PNZBE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  743 PLOT=0;END;                                                     

Equation number =  743
**********************

Dependent variable = LAANZBE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.616850310

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.056444910       0.335078241  -3.15283     1.000000
12638 LANZBE  ( -1)       0.828722366       0.041242763  20.09376    -6.607445
12636 PNZBE   (  0)      -0.084478515       0.139252541  -0.60666     1.002239

SE of equation            =     0.232853966
Sum of squared residuals  =  10.0308793       0.184989801E-10
Average absolute error    =     0.174828987
Sum of ABS residuals      =  32.8678496    
R squared                 =   0.69553
Durbin-Watson statistic   =   2.34448
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                  +   *!           .  .  0           !
 1966.2!                                  +   !!           .  0  .           !
 1966.3!                               +*     !!           .  .0 .           !
 1966.4!                             +*       !!           .  .0 .           !
 1967.1!                       *   +          !!          0.  .  .           !
 1967.2!                      +               !!           .  0  .           !
 1967.3!                     + *              !!           .  . 0.           !
 1967.4!                      +    *          !!           .  .  .0          !
 1968.1!                       * +            !!           .0 .  .           !
 1968.2!                      +               !!           .  0  .           !
 1968.3!                     +    *           !!           .  .  .0          !
 1968.4!                         + *          !!           .  . 0.           !
 1969.1!                         +    *       !!           .  .  .0          !
 1969.2!                           *+         !!           . 0.  .           !
 1969.3!                         +    *       !!           .  .  .0          !
 1969.4!                            + *       !!           .  . 0.           !
 1970.1!                            +*        !!           .  .0 .           !
 1970.2!                        *  +          !!           0  .  .           !
 1970.3!                       + *            !!           .  . 0.           !
 1970.4!                        +     *       !!           .  .  . 0         !
 1971.1!                            +   *     !!           .  .  0           !
 1971.2!                             + *      !!           .  .0 .           !
 1971.3!                            +*        !!           .  .0 .           !
 1971.4!                           + *        !!           .  . 0.           !
 1972.1!                           +          !!           .  0  .           !
 1972.2!                          +     *     !!           .  .  . 0         !
 1972.3!                             +*       !!           .  .0 .           !
 1972.4!                            +*        !!           .  .0 .           !
 1973.1!                          +  *        !!           .  . 0.           !
 1973.2!                          +*          !!           .  .0 .           !
 1973.3!                         +  *         !!           .  .  0           !
 1973.4!                        * +           !!           .0 .  .           !
 1974.1!                   *  +               !!           .0 .  .           !
 1974.2!                   +                  !!           .  0  .           !
 1974.3!                  +*                  !!           .  .0 .           !
 1974.4!             *     +                  !!          0.  .  .           !
 1975.1*              +                       !!  0        .  .  .           !
 1975.2!  +     *                             !!           .  .  . 0         !
 1975.3!          +  *                        !!           .  . 0.           !
 1975.4!              +                       !!           .  0  .           !
 1976.1!           *   +                      !!           0  .  .           !
 1976.2!            + *                       !!           .  . 0.           !
 1976.3!               +  *                   !!           .  . 0.           !
 1976.4!               *  +                   !!           .0 .  .           !
 1977.1!               + *                    !!           .  .0 .           !
 1977.2!             *   +                    !!           0  .  .           !
 1977.3!           *  +                       !!           .0 .  .           !
 1977.4!          * +                         !!           .0 .  .           !
 1978.1!           +     *                    !!           .  .  . 0         !
 1978.2!            *    +                    !!          0.  .  .           !
 1978.3!       *     +                        !!          0.  .  .           !
 1978.4!         +       *                    !!           .  .  .  0        !
 1979.1!               * +                    !!           .0 .  .           !
 1979.2!          *    +                      !!          0.  .  .           !
 1979.3!      *     +                         !!         0 .  .  .           !
 1979.4!        +      *                      !!           .  .  .  0        !
 1980.1!               +                      !!           .  0  .           !
 1980.2!    *           +                     !!     0     .  .  .           !
 1980.3!      + *                             !!           .  .0 .           !
 1980.4!         +    *                       !!           .  .  0           !
 1981.1!       *      +                       !!        0  .  .  .           !
 1981.2!      *  +                            !!           .0 .  .           !
 1981.3!       *+                             !!           .  0  .           !
 1981.4!         +  *                         !!           .  . 0.           !
 1982.1!        *    +                        !!           0  .  .           !
 1982.2!         *+                           !!           . 0.  .           !
 1982.3!          +                           !!           . 0.  .           !
 1982.4!           +    *                     !!           .  .  .0          !
 1983.1!              * +                     !!           . 0.  .           !
 1983.2!               +                      !!           .  0  .           !
 1983.3!            *   +                     !!           0  .  .           !
 1983.4!             +*                       !!           .  .0 .           !
 1984.1!            *  +                      !!           .0 .  .           !
 1984.2!             +   *                    !!           .  .  0           !
 1984.3!                 + *                  !!           .  . 0.           !
 1984.4!                   +*                 !!           .  .0 .           !
 1985.1!                   +   *              !!           .  . 0.           !
 1985.2!                     *+               !!           . 0.  .           !
 1985.3!                    +                 !!           .  0  .           !
 1985.4!                 *  +                 !!           .0 .  .           !
 1986.1!              *   +                   !!           0  .  .           !
 1986.2!               +                      !!           .  0  .           !
 1986.3!                + *                   !!           .  .0 .           !
 1986.4!                 *+                   !!           . 0.  .           !
 1987.1!                *+                    !!           . 0.  .           !
 1987.2!                +         *           !!           .  .  .   0       !
 1987.3!                        +     *       !!           .  .  .0          !
 1987.4!                       *    +         !!          0.  .  .           !
 1988.1!                      + *             !!           .  .0 .           !
 1988.2!                       +   *          !!           .  .  .0          !
 1988.3!                          +   *       !!           .  .  .0          !
 1988.4!                            +         !!           .  0  .           !
 1989.1!                   *      +           !!         0 .  .  .           !
 1989.2!                   +         *        !!           .  .  .    0      !
 1989.3!        *                  +          !0           .  .  .           !
 1989.4!         +        *                   !!           .  .  .   0       !
 1990.1!                  +*                  !!           .  .0 .           !
 1990.2!          *        +                  !!       0   .  .  .           !
 1990.3!         * +                          !!           .0 .  .           !
 1990.4!           + *                        !!           .  . 0.           !
 1991.1!             *+                       !!           . 0.  .           !
 1991.2!            * +                       !!           .0 .  .           !
 1991.3!            *+                        !!           . 0.  .           !
 1991.4!             +      *                 !!           .  .  .  0        !
 1992.1!                    +*                !!           .  .0 .           !
 1992.2!               *    +                 !!          0.  .  .           !
 1992.3!            *   +                     !!           0  .  .           !
 1992.4!             +      *                 !!           .  .  . 0         !
 1993.1!                  *+                  !!           . 0.  .           !
 1993.2!           *      +                   !!         0 .  .  .           !
 1993.3!            +     *                   !!           .  .  . 0         !
 1993.4!                  +  *                !!           .  . 0.           !
 1994.1!                  * +                 !!           .0 .  .           !
 1994.2!                 *+                   !!           . 0.  .           !
 1994.3!              *  +                    !!           .0 .  .           !
 1994.4!               +*                     !!           .  .0 .           !
 1995.1!              * +                     !!           .0 .  .           !
 1995.2!               +                      !!           .  0  .           !
 1995.3!              *+                      !!           . 0.  .           !
 1995.4!               +  *                   !!           .  .  0           !
 1996.1!              *   +                   !!           0  .  .           !
 1996.2!             * +                      !!           . 0.  .           !
 1996.3!              +*                      !!           .  .0 .           !
 1996.4!                +     *               !!           .  .  . 0         !
 1997.1!                    *+                !!           . 0.  .           !
 1997.2!                    +                 !!           .  0  .           !
 1997.3!                    +*                !!           .  .0 .           !
 1997.4!                    +  *              !!           .  . 0.           !
 1998.1!                      +  *            !!           .  . 0.           !
 1998.2!                       +    *         !!           .  .  .0          !
 1998.3!                           +          !!           .  0  .           !
 1998.4!                          + *         !!           .  . 0.           !
 1999.1!                         * +          !!           . 0.  .           !
 1999.2!                       *+             !!           .  0  .           !
 1999.3!                   *  +               !!           0  .  .           !
 1999.4!                   + *                !!           .  . 0.           !
 2000.1!                   * +                !!           .0 .  .           !
 2000.2!                   +  *               !!           .  . 0.           !
 2000.3!                 *   +                !!           0  .  .           !
 2000.4!                 +  *                 !!           .  . 0.           !
 2001.1!                    +*                !!           .  .0 .           !
 2001.2!                    *+                !!           . 0.  .           !
 2001.3!                   +  *               !!           .  . 0.           !
 2001.4!                    * +               !!           . 0.  .           !
 2002.1!                   +   *              !!           .  .  0           !
 2002.2!                      +               !!           .  0  .           !
 2002.3!                      +  *            !!           .  .  0           !
 2002.4!                        + *           !!           .  . 0.           !
 2003.1!                         +            !!           .  0  .           !
 2003.2!                        +*            !!           .  .0 .           !
 2003.3!                       *+             !!           . 0.  .           !
 2003.4!                      +    *          !!           .  .  .0          !
 2004.1!                        *+            !!           . 0.  .           !
 2004.2!                       +              !!           .  0  .           !
 2004.3!            *         +               !!      0    .  .  .           !
 2004.4!             +     *                  !!           .  .  . 0         !
 2005.1!                  +*                  !!           .  .0 .           !
 2005.2!                   +                  !!           .  0  .           !
 2005.3!             *     +                  !!          0.  .  .           !
 2005.4!              +      *                !!           .  .  .  0        !
 2006.1!                    +                 !!           .  0  .           !
 2006.2!                   *+                 !!           .  0  .           !
 2006.3!                *  +                  !!           .0 .  .           !
 2006.4!                + *                   !!           .  . 0.           !
 2007.1!           *      +                   !!         0 .  .  .           !
 2007.2!           *+                         !!           . 0.  .           !
 2007.3!            +    *                    !!           .  .  .0          !
 2007.4!                 +                    !!           .  0  .           !
 2008.1!              *  +                    !!           0  .  .           !
 2008.2!        *     +                       !!         0 .  .  .           !
 2008.3!         +                            !!           .  0  .           !
 2008.4!         *+                           !!           . 0.  .           !
 2009.1!           +     *                    !!           .  .  . 0         !
 2009.2!                *+                    !!           . 0.  .           !
 2009.3!             *  +                     !!           0  .  .           !
 2009.4!            *+                        !!           . 0.  .           !
 2010.1!       *     +                        !!         0 .  .  .           !
 2010.2!         + *                          !!           .  . 0.           !
 2010.3!    *       +                         !!        0  .  .  .           !
 2010.4! *    +                               !!          0.  .  .           !
 2011.1!  * +                                 !!           . 0.  .           !
 2011.2!    +   *                             !!           .  . 0.           !
 2011.3!     *   +                            !!           0  .  .           !
 2011.4!       +                              !!           .  .0 .           !
 2012.1!      *  +                            !!           .0 .  .           !
 2012.2!   *    +                             !!          0.  .  .           !
 2012.3!*    +                                !!          0.  .  .           !
 2012.4!   +   *                              !!           .  .  0           !


     28.19 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
@@EQ  821 LAASABE C LASABE(-1) PSABE;SMPL 1966.1 2012.4;OLS;EST  821 PLOT=0;EN
@@EQ  822 LAAVEBE C LAVEBE(-1) PVEBE;SMPL 1966.1 2012.4;OLS;EST  822 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCOBE=COPX$Q/BEPMM;                                                     
 GENR LAACOBE=LOG(AACOBE+.00001);                                             
 GENR LACOBE=LOG(ACOBE+.00001);                                               
 LHS AACOBE=EXP(LAACOBE)-.00001;                                              
  EQ  823 LAACOBE C LACOBE(-1) PCOBE;                                         
EQUATION 744  LAACOBE  
   RHS     C  LACOBE(-1)  PCOBE  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  744 PLOT=0;END;                                                     

Equation number =  744
**********************

Dependent variable = LAACOBE 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -6.766467383

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.925713163       0.368746451  -5.22232     1.000000
12641 LACOBE  ( -1)       0.669060089       0.062187529  10.75875    -6.778424
12639 PCOBE   (  0)      -0.247251479       0.089279854  -2.76940     1.235913

SE of equation            =     0.279579366
Sum of squared residuals  =  9.61424846       0.169935177E-10
Average absolute error    =     0.205710722
Sum of ABS residuals      =  25.9195509    
R squared                 =   0.66222
Durbin-Watson statistic   =   2.50429
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3*  +                                   !!           0  .  .           !
 1981.4!    +                                 !!           .  .0 .           !
 1982.1!       +  *                           !!           .  . 0.           !
 1982.2!    *      +                          !!        0  .  .  .           !
 1982.3!      *+                              !!           .  0  .           !
 1982.4!     *  +                             !!           0  .  .           !
 1983.1!        +*                            !!           .  0  .           !
 1983.2!          + *                         !!           .  . 0.           !
 1983.3!            +*                        !!           .  .0 .           !
 1983.4!            +  *                      !!           .  .  0           !
 1984.1!              + *                     !!           .  . 0.           !
 1984.2!            * +                       !!           .0 .  .           !
 1984.3!            +  *                      !!           .  .  0           !
 1984.4!             +         *              !!           .  .  .     0     !
 1985.1!             *     +                  !!          0.  .  .           !
 1985.2!             + *                      !!           .  . 0.           !
 1985.3!        *     +                       !!        0  .  .  .           !
 1985.4!    *     +                           !!         0 .  .  .           !
 1986.1!     +          *                     !!           .  .  .     0     !
 1986.2!              +  *                    !!           .  . 0.           !
 1986.3!           *   +                      !!          0.  .  .           !
 1986.4!             +  *                     !!           .  .  0           !
 1987.1!             *  +                     !!           0  .  .           !
 1987.2!           *   +                      !!          0.  .  .           !
 1987.3!             + *                      !!           .  .0 .           !
 1987.4!         *      +                     !!       0   .  .  .           !
 1988.1!       *    +                         !!          0.  .  .           !
 1988.2!           +*                         !!           .  0  .           !
 1988.3!           *  +                       !!           0  .  .           !
 1988.4!           * +                        !!           .0 .  .           !
 1989.1!             +   *                    !!           .  .  .0          !
 1989.2!        *        +                    !!      0    .  .  .           !
 1989.3!          * +                         !!           .0 .  .           !
 1989.4!        *     +                       !!         0 .  .  .           !
 1990.1!            +*                        !!           .  0  .           !
 1990.2!                +  *                  !!           .  .  0           !
 1990.3!                *   +                 !!          0.  .  .           !
 1990.4!                  +*                  !!           .  .0 .           !
 1991.1!                    +*                !!           .  .0 .           !
 1991.2!                     +*               !!           .  .0 .           !
 1991.3!                  *   +               !!           0  .  .           !
 1991.4!                    +     *           !!           .  .  . 0         !
 1992.1!                        *+            !!           . 0.  .           !
 1992.2!                        +*            !!           .  .0 .           !
 1992.3!                        *+            !!           . 0.  .           !
 1992.4!                        +  *          !!           .  .  0           !
 1993.1!                          + *         !!           .  . 0.           !
 1993.2!                          +  *        !!           .  . 0.           !
 1993.3!                           +*         !!           .  .0 .           !
 1993.4!                           +    *     !!           .  .  . 0         !
 1994.1!                           * +        !!           .0 .  .           !
 1994.2!                         +  *         !!           .  .  0           !
 1994.3!                      *  +            !!           0  .  .           !
 1994.4!                     +                *!           .  .  .           0
 1995.1!                  *             +     !!  0        .  .  .           !
 1995.2!                   +    *             !!           .  .  .0          !
 1995.3!                       +   *          !!           .  .  .0          !
 1995.4!                         +      *     !!           .  .  .  0        !
 1996.1!                            +   *     !!           .  .  0           !
 1996.2!                           *+         !!           . 0.  .           !
 1996.3!                     *   +            !!          0.  .  .           !
 1996.4!                     +    *           !!           .  .  . 0         !
 1997.1!                        + *           !!           .  . 0.           !
 1997.2!                        +   *         !!           .  .  .0          !
 1997.3!                         +            !!           .  0  .           !
 1997.4!                       + *            !!           .  . 0.           !
 1998.1!                       + *            !!           .  . 0.           !
 1998.2!                        +*            !!           .  .0 .           !
 1998.3!                       +  *           !!           .  . 0.           !
 1998.4!                        +   *         !!           .  .  0           !
 1999.1!                          + *         !!           .  . 0.           !
 1999.2!                        *+            !!           . 0.  .           !
 1999.3!                       +*             !!           .  .0 .           !
 1999.4!                       +*             !!           .  .0 .           !
 2000.1!                     * +              !!           . 0.  .           !
 2000.2!                     +                !!           .  0  .           !
 2000.3!                   *+                 !!           . 0.  .           !
 2000.4!                  *+                  !!           . 0.  .           !
 2001.1!                   +*                 !!           .  .0 .           !
 2001.2!                   *+                 !!           . 0.  .           !
 2001.3!                   + *                !!           .  .0 .           !
 2001.4!                     +                !!           .  0  .           !
 2002.1!                     +                !!           .  0  .           !
 2002.2!                     +                !!           .  0  .           !
 2002.3!                     +                !!           .  0  .           !
 2002.4!                     +*               !!           .  0  .           !
 2003.1!                   *  +               !!           0  .  .           !
 2003.2!                 *  +                 !!           .0 .  .           !
 2003.3!                *  +                  !!           .0 .  .           !
 2003.4!                  +     *             !!           .  .  . 0         !
 2004.1!                       +              !!           .  0  .           !
 2004.2!                   *   +              !!          0.  .  .           !
 2004.3!                 *  +                 !!           .0 .  .           !
 2004.4!                   +  *               !!           .  .  0           !
 2005.1!                     *+               !!           . 0.  .           !
 2005.2!                     +*               !!           .  .0 .           !
 2005.3!                   *  +               !!           .0 .  .           !
 2005.4!                    +                 !!           .  0  .           !
 2006.1!                  * +                 !!           .0 .  .           !
 2006.2!                   +                  !!           .  0  .           !
 2006.3!                 *  +                 !!           .0 .  .           !
 2006.4!                  +                   !!           .  0  .           !
 2007.1!                *  +                  !!           0  .  .           !
 2007.2!                  +                   !!           .  .0 .           !
 2007.3!              *    +                  !!          0.  .  .           !
 2007.4!                + *                   !!           .  . 0.           !
 2008.1!             *     +                  !!         0 .  .  .           !
 2008.2!               +   *                  !!           .  .  0           !
 2008.3!                 * +                  !!           .0 .  .           !
 2008.4!                * +                   !!           .0 .  .           !
 2009.1!                 +  *                 !!           .  . 0.           !
 2009.2!                 *  +                 !!           .0 .  .           !
 2009.3!                * +                   !!           . 0.  .           !
 2009.4!                 +*                   !!           .  .0 .           !
 2010.1!                 *+                   !!           . 0.  .           !
 2010.2!              *  +                    !!           0  .  .           !
 2010.3!              *+                      !!           . 0.  .           !
 2010.4!                + *                   !!           .  . 0.           !
 2011.1!                  + *                 !!           .  .0 .           !
 2011.2!                   +                  !!           . 0.  .           !
 2011.3!                   +                  !!           .  0  .           !
 2011.4!                   + *                !!           .  . 0.           !
 2012.1!               *    +                 !!          0.  .  .           !
 2012.2!                +*                    !!           .  .0 .           !
 2012.3!              *  +                    !!           .0 .  .           !
 2012.4!                + *                   !!           .  . 0.           !


     23.02 percent of the residuals exceed 1 SE
      3.97 percent of the residuals exceed 2 SE
@EQ   824 LAAJOBE C LAJOBE(-1) PJOBE;SMPL 1989.2 2012.4;OLS;EST  824 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSYBE=SYPX$Q/BEPMM;                                                     
 GENR LAASYBE=LOG(AASYBE+.00001);                                             
 GENR LASYBE=LOG(ASYBE+.00001);                                               
 LHS AASYBE=EXP(LAASYBE)-.00001;                                              
  EQ  825 LAASYBE C LASYBE(-1) PSYBE;                                         
EQUATION 745  LAASYBE  
   RHS     C  LASYBE(-1)  PSYBE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  745 PLOT=0;END;                                                     

Equation number =  745
**********************

Dependent variable = LAASYBE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -9.523666336

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.886346076       0.424083331  -4.44806     1.000000
12644 LASYBE  ( -1)       0.799419803       0.044083681  18.13414    -9.525125
12642 PSYBE   (  0)      -0.008966619       0.028348076  -0.31630     2.536802

SE of equation            =     0.700307099
Sum of squared residuals  =  90.7295562      -0.139861456E-10
Average absolute error    =     0.497158713
Sum of ABS residuals      =  93.4658380    
R squared                 =   0.64175
Durbin-Watson statistic   =   2.25506
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!         *+                           !!          .  0.   .          !
 1966.2!           +                 *        !!          .   .   .         0!
 1966.3!                     *    +           !!          0   .   .          !
 1966.4!         *          +                 !!      0   .   .   .          !
 1967.1!          +              *            !!          .   .   .      0   !
 1967.2!                       + *            !!          .   .0  .          !
 1967.3!                      *+              !!          .  0.   .          !
 1967.4!                    + *               !!          .   . 0 .          !
 1968.1!                     +                !!          .   0   .          !
 1968.2!                    +    *            !!          .   .   0          !
 1968.3!                       +  *           !!          .   . 0 .          !
 1968.4!                        +*            !!          .   .0  .          !
 1969.1!                       +  *           !!          .   . 0 .          !
 1969.2!                        + *           !!          .   . 0 .          !
 1969.3!                        + *           !!          .   . 0 .          !
 1969.4!                        + *           !!          .   .0  .          !
 1970.1!                        +    *        !!          .   .   0          !
 1970.2!                          +  *        !!          .   . 0 .          !
 1970.3!                     *    +           !!          0   .   .          !
 1970.4!                  * +                 !!          .  0.   .          !
 1971.1!                  +                   !!          .   0   .          !
 1971.2!                 +          *         !!          .   .   .   0      !
 1971.3!                         +*           !!          .   .0  .          !
 1971.4!                        + *           !!          .   .0  .          !
 1972.1!                        +  *          !!          .   .  0.          !
 1972.2!                         +*           !!          .   .0  .          !
 1972.3!                        + *           !!          .   .0  .          !
 1972.4!                        +    *        !!          .   .   0          !
 1973.1!         *                +           !! 0        .   .   .          !
 1973.2!          +     *                     !!          .   .   0          !
 1973.3!          *     +                     !!          0   .   .          !
 1973.4!        *  +                          !!          . 0 .   .          !
 1974.1!     *    +                           !!          0   .   .          !
 1974.2!      *+                              !!          .   0   .          !
 1974.3!        +                   *         !!          .   .   .          0
 1974.4!                    *    +            !!          0   .   .          !
 1975.1!                   +                 *!!          .   .   .         0!
 1975.2!                                 +*   !!          .   .0  .          !
 1975.3!                              +       *!          .   .   . 0        !
 1975.4!                                 +    *!          .   .   0          !
 1976.1!                                 + *  !!          .   .0  .          !
 1976.2!                               +*     !!          .   .0  .          !
 1976.3!                            +    *    !!          .   .  0.          !
 1976.4!                          *  +        !!          . 0 .   .          !
 1977.1!                        +     *       !!          .   .   .0         !
 1977.2!                           +  *       !!          .   . 0 .          !
 1977.3!                           +   *      !!          .   .  0.          !
 1977.4!                            +         !!          .   0   .          !
 1978.1!                        * +           !!          .  0.   .          !
 1978.2!                      +     *         !!          .   .   .0         !
 1978.3!                       *  +           !!          . 0 .   .          !
 1978.4!         *           +                !!     0    .   .   .          !
 1979.1!      *   +                           !!          0   .   .          !
 1979.2!       + *                            !!          .   .0  .          !
 1979.3!          +    *                      !!          .   .   0          !
 1979.4!     *         +                      !!      0   .   .   .          !
 1980.1!      *+                              !!          .  0.   .          !
 1980.2!        +                             !!          .   0   .          !
 1980.3!       * +                            !!          . 0 .   .          !
 1980.4!        +        *                    !!          .   .   . 0        !
 1981.1!    *           +                     !!     0    .   .   .          !
 1981.2!*     +                               !!         0.   .   .          !
 1981.3!  + *                                 !!          .   .0  .          !
 1981.4!      +*                              !!          .   .0  .          !
 1982.1!*       +                             !!        0 .   .   .          !
 1982.2*   +                                  !!          .0  .   .          !
 1982.3!* +                                   !!          .  0.   .          !
 1982.4!*  +                                  !!          .0  .   .          !
 1983.1!   +    *                             !!          .   .   0          !
 1983.2!     *   +                            !!          .0  .   .          !
 1983.3!     * +                              !!          .  0.   .          !
 1983.4!       +      *                       !!          .   .   . 0        !
 1984.1!            * +                       !!          . 0 .   .          !
 1984.2!     *      +                         !!         0.   .   .          !
 1984.3!       +   *                          !!          .   .  0.          !
 1984.4! *          +                         !!      0   .   .   .          !
 1985.1!    +*                                !!          .   .0  .          !
 1985.2!       +     *                        !!          .   .   .0         !
 1985.3!           * +                        !!          . 0 .   .          !
 1985.4*            +                         !!     0    .   .   .          !
 1986.1!* +                                   !!          . 0 .   .          !
 1986.2!   + *                                !!          .   . 0 .          !
 1986.3!       +         *                    !!          .   .   .  0       !
 1986.4!                 +*                   !!          .   .0  .          !
 1987.1*                 +                    !! 0        .   .   .          !
 1987.2!*  +                                  !!          . 0 .   .          !
 1987.3!   + *                                !!          .   . 0 .          !
 1987.4!       +  *                           !!          .   . 0 .          !
 1988.1!           + *                        !!          .   . 0 .          !
 1988.2!              +   *                   !!          .   .  0.          !
 1988.3!                  +*                  !!          .   .0  .          !
 1988.4!    *              +                  !!   0      .   .   .          !
 1989.1!      +   *                           !!          .   .  0.          !
 1989.2!           +           *              !!          .   .   .    0     !
 1989.3!  *                   +               !0          .   .   .          !
 1989.4! *   +                                !!          .0  .   .          !
 1990.1!   *+                                 !!          .  0.   .          !
 1990.2!   *  +                               !!          . 0 .   .          !
 1990.3!   *  +                               !!          . 0 .   .          !
 1990.4!  *  +                                !!          .0  .   .          !
 1991.1!     +*                               !!          .   .0  .          !
 1991.2!      * +                             !!          .  0.   .          !
 1991.3!     *  +                             !!          . 0 .   .          !
 1991.4!       +*                             !!          .   0   .          !
 1992.1!         +    *                       !!          .   .  0.          !
 1992.2!     *        +                       !!       0  .   .   .          !
 1992.3!    *   +                             !!          .0  .   .          !
 1992.4!     *+                               !!          .  0.   .          !
 1993.1!       +                              !!          .   0   .          !
 1993.2!     *   +                            !!          .0  .   .          !
 1993.3!       + *                            !!          .   . 0 .          !
 1993.4!  *       +                           !!        0 .   .   .          !
 1994.1!    *+                                !!          .   0   .          !
 1994.2!       +                              !!          .   0   .          !
 1994.3!     *   +                            !!          .0  .   .          !
 1994.4!   *    +                             !!          .0  .   .          !
 1995.1!      + *                             !!          .   . 0 .          !
 1995.2!       *  +                           !!          . 0 .   .          !
 1995.3!      *  +                            !!          . 0 .   .          !
 1995.4!        +     *                       !!          .   .   .0         !
 1996.1!          *    +                      !!          0   .   .          !
 1996.2!      *    +                          !!          0   .   .          !
 1996.3!  *     +                             !!          0   .   .          !
 1996.4!    *+                                !!          .   0   .          !
 1997.1!     * +                              !!          .  0.   .          !
 1997.2!    *  +                              !!          . 0 .   .          !
 1997.3!      +     *                         !!          .   .   0          !
 1997.4!         *   +                        !!          .0  .   .          !
 1998.1!          +   *                       !!          .   .  0.          !
 1998.2!              +*                      !!          .   0   .          !
 1998.3!               + *                    !!          .   .0  .          !
 1998.4!             *   +                    !!          .0  .   .          !
 1999.1!           * +                        !!          .  0.   .          !
 1999.2!          * +                         !!          . 0 .   .          !
 1999.3!           +   *                      !!          .   .  0.          !
 1999.4!         *     +                      !!         0.   .   .          !
 2000.1!          +    *                      !!          .   .  0.          !
 2000.2!               +     *                !!          .   .   0          !
 2000.3!                    +                 !!          .   0   .          !
 2000.4!                   + *                !!          .   .0  .          !
 2001.1!                    +*                !!          .   .0  .          !
 2001.2!                    +                 !!          .   0   .          !
 2001.3!                   +   *              !!          .   .  0.          !
 2001.4!                     +                !!          .   0   .          !
 2002.1!                    +    *            !!          .   .   0          !
 2002.2!                        +    *        !!          .   .   0          !
 2002.3!                           + *        !!          .   . 0 .          !
 2002.4!                    *     +           !!         0.   .   .          !
 2003.1!                   + *                !!          .   . 0 .          !
 2003.2!                   *+                 !!          .  0.   .          !
 2003.3!                  +   *               !!          .   .  0.          !
 2003.4!                    +*                !!          .   0   .          !
 2004.1!                    +        *        !!          .   .   .  0       !
 2004.2!                          +  *        !!          .   . 0 .          !
 2004.3!                           +          !!          .   0   .          !
 2004.4!                     *   +            !!          .0  .   .          !
 2005.1!                   *+                 !!          .  0.   .          !
 2005.2!                 *+                   !!          .  0.   .          !
 2005.3!                 +                    !!          .   0   .          !
 2005.4!                 +                    !!          .   0   .          !
 2006.1!                 +*                   !!          .   .0  .          !
 2006.2!               *  +                   !!          . 0 .   .          !
 2006.3!               + *                    !!          .   . 0 .          !
 2006.4!               * +                    !!          .  0.   .          !
 2007.1!               +   *                  !!          .   .  0.          !
 2007.2!                  +                   !!          .   0   .          !
 2007.3!                  +              *    !!          .   .   .      0   !
 2007.4!                  *          +        !!     0    .   .   .          !
 2008.1!                  + *                 !!          .   . 0 .          !
 2008.2!                   +*                 !!          .   .0  .          !
 2008.3!                    +    *            !!          .   .   0          !
 2008.4!                       +    *         !!          .   .  0.          !
 2009.1!                      *  +            !!          . 0 .   .          !
 2009.2!              *      +                !!         0.   .   .          !
 2009.3!               +*                     !!          .   .0  .          !
 2009.4!                +                     !!          .   0   .          !
 2010.1!                +   *                 !!          .   .  0.          !
 2010.2!                    +                 !!          .   0   .          !
 2010.3!                  *+                  !!          .  0.   .          !
 2010.4!                 *+                   !!          .  0.   .          !
 2011.1!                +    *                !!          .   .   0          !
 2011.2!                    +                 !!          .   0   .          !
 2011.3!                   *+                 !!          .   0   .          !
 2011.4!               *   +                  !!          .0  .   .          !
 2012.1!            *  +                      !!          .0  .   .          !
 2012.2!           * +                        !!          .  0.   .          !
 2012.3!      *     +                         !!          0   .   .          !
 2012.4!        +  *                          !!          .   . 0 .          !


     19.68 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDBE=IDPX$Q/BEPMM;                                                     
 GENR LAAIDBE=LOG(AAIDBE+.00001);                                             
 GENR LAIDBE=LOG(AIDBE+.00001);                                               
 LHS AAIDBE=EXP(LAAIDBE)-.00001;                                              
  EQ  826 LAAIDBE C LAIDBE(-1) PIDBE;                                         
EQUATION 746  LAAIDBE  
   RHS     C  LAIDBE(-1)  PIDBE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  746 PLOT=0;END;                                                     

Equation number =  746
**********************

Dependent variable = LAAIDBE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.396073782

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.180324719       0.118550738  -1.52108     1.000000
12647 LAIDBE  ( -1)       0.904720012       0.027791583  32.55374    -5.404880
12645 PIDBE   (  0)      -0.271630915       0.097136211  -2.79639     1.199591

SE of equation            =     0.233813489
Sum of squared residuals  =  10.1137183      -0.615774098E-11
Average absolute error    =     0.160954962
Sum of ABS residuals      =  30.2595328    
R squared                 =   0.91541
Durbin-Watson statistic   =   2.21241
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!              *+                      !!          . 0 .   .          !
 1966.2!             +  *                     !!          .   .   0          !
 1966.3!               + *                    !!          .   .  0.          !
 1966.4!                +                     !!          .   0   .          !
 1967.1!                +      *              !!          .   .   .      0   !
 1967.2!                   *  +               !!         0.   .   .          !
 1967.3!                 *+                   !!          . 0 .   .          !
 1967.4!                +                     !!          .  0.   .          !
 1968.1!            *   +                     !!        0 .   .   .          !
 1968.2!            +*                        !!          .   .0  .          !
 1968.3!       *     +                        !!     0    .   .   .          !
 1968.4!       *+                             !!          .   0   .          !
 1969.1!        +                             !!          .   0   .          !
 1969.2*        +                             !!0         .   .   .          !
 1969.3!+      *                              !!          .   .   .      0   !
 1969.4!    *  +                              !!         0.   .   .          !
 1970.1!     +*                               !!          .   .0  .          !
 1970.2!     * +                              !!          .0  .   .          !
 1970.3! *   +                                !!       0  .   .   .          !
 1970.4!   +      *                           !!          .   .   .       0  !
 1971.1!           +                          !!          .   0   .          !
 1971.2!           +     *                    !!          .   .   .    0     !
 1971.3!                 +                    !!          .   0   .          !
 1971.4!                  +*                  !!          .   .  0.          !
 1972.1!                   +*                 !!          .   .0  .          !
 1972.2!                  * +                 !!          .0  .   .          !
 1972.3!                  +    *              !!          .   .   .   0      !
 1972.4!                    *  +              !!         0.   .   .          !
 1973.1!               *    +                 !!       0  .   .   .          !
 1973.2!          *     +                     !!     0    .   .   .          !
 1973.3!           +  *                       !!          .   .   0          !
 1973.4!               +*                     !!          .   . 0 .          !
 1974.1!                 +*                   !!          .   .  0.          !
 1974.2!                 * +                  !!          .0  .   .          !
 1974.3!               * +                    !!          .0  .   .          !
 1974.4!               *+                     !!          . 0 .   .          !
 1975.1!            *  +                      !!          0   .   .          !
 1975.2!         *   +                        !!        0 .   .   .          !
 1975.3!          *+                          !!          .  0.   .          !
 1975.4!            +                         !!          .   .0  .          !
 1976.1!            * +                       !!          .0  .   .          !
 1976.2!             +                        !!          .   0   .          !
 1976.3!              +  *                    !!          .   .   . 0        !
 1976.4!                  + *                 !!          .   .  0.          !
 1977.1!                    +*                !!          .   . 0 .          !
 1977.2!                     +   *            !!          .   .   . 0        !
 1977.3!                        +             !!          .  0.   .          !
 1977.4!                        +             !!          .   0   .          !
 1978.1!                        +*            !!          .   . 0 .          !
 1978.2!                        *+            !!          .  0.   .          !
 1978.3!                        +  *          !!          .   .   0          !
 1978.4!                           +*         !!          .   .  0.          !
 1979.1!                       *    +         !!       0  .   .   .          !
 1979.2!                       *+             !!          .  0.   .          !
 1979.3!                    *  +              !!        0 .   .   .          !
 1979.4!                    *+                !!          .  0.   .          !
 1980.1!                  *  +                !!          0   .   .          !
 1980.2!                   + *                !!          .   .  0.          !
 1980.3!                    *+                !!          . 0 .   .          !
 1980.4!                   * +                !!          0   .   .          !
 1981.1!               *    +                 !!      0   .   .   .          !
 1981.2!              * +                     !!          0   .   .          !
 1981.3!       *       +                      !!  0       .   .   .          !
 1981.4!         +                            !!          .   .0  .          !
 1982.1!           +         *                !!          .   .   .          0
 1982.2!                     +                !!          .  0.   .          !
 1982.3!                     + *              !!          .   .  0.          !
 1982.4!                       +              !!          .   0   .          !
 1983.1!                        +             !!          .   .0  .          !
 1983.2!                        +*            !!          .   .0  .          !
 1983.3!                         +            !!          .   0   .          !
 1983.4!                  *      +            !!   0      .   .   .          !
 1984.1!                  +                   !!          .   0   .          !
 1984.2!                   +                  !!          .   0   .          !
 1984.3!                   +                  !!          .   0   .          !
 1984.4!                   +                  !!          .  0.   .          !
 1985.1!                  *+                  !!          . 0 .   .          !
 1985.2!                 *+                   !!          . 0 .   .          !
 1985.3!                 + *                  !!          .   . 0 .          !
 1985.4!                  *+                  !!          . 0 .   .          !
 1986.1!                  *+                  !!          . 0 .   .          !
 1986.2!                  + *                 !!          .   . 0 .          !
 1986.3!                     +                !!          .   .0  .          !
 1986.4!                      +*              !!          .   . 0 .          !
 1987.1!                       *+             !!          .  0.   .          !
 1987.2!                       *+             !!          . 0 .   .          !
 1987.3!                        +             !!          .   .0  .          !
 1987.4!                        *+            !!          .  0.   .          !
 1988.1!                        +             !!          .  0.   .          !
 1988.2!                       *+             !!          . 0 .   .          !
 1988.3!                       +   *          !!          .   .   .  0       !
 1988.4!                         * +          !!          .0  .   .          !
 1989.1!                         +    *       !!          .   .   .   0      !
 1989.2!                            * +       !!          .0  .   .          !
 1989.3!                          *+          !!          . 0 .   .          !
 1989.4!                          +*          !!          .   .0  .          !
 1990.1!                           + *        !!          .   .  0.          !
 1990.2!                          *  +        !!          0   .   .          !
 1990.3!                          *+          !!          .  0.   .          !
 1990.4!                          *+          !!          .  0.   .          !
 1991.1!                          +           !!          .   0   .          !
 1991.2!                         *+           !!          . 0 .   .          !
 1991.3!                          +*          !!          .   . 0 .          !
 1991.4!                           *+         !!          .  0.   .          !
 1992.1!                          * +         !!          .0  .   .          !
 1992.2!                         *+           !!          . 0 .   .          !
 1992.3!                         + *          !!          .   .  0.          !
 1992.4!                           +*         !!          .   . 0 .          !
 1993.1!                            +         !!          .  0.   .          !
 1993.2!                            + *       !!          .   .  0.          !
 1993.3!                              +       !!          .   0   .          !
 1993.4!                              +*      !!          .   . 0 .          !
 1994.1!                             * +      !!          .0  .   .          !
 1994.2!                             +*       !!          .   .0  .          !
 1994.3!                             *+       !!          . 0 .   .          !
 1994.4!                             +  *     !!          .   .   0          !
 1995.1!                              * +     !!          . 0 .   .          !
 1995.2!                               +      !!          .   .0  .          !
 1995.3!                                +     !!          .   .0  .          !
 1995.4!                                 +    !!          .   0   .          !
 1996.1!                                * +   !!          . 0 .   .          !
 1996.2!                                *+    !!          .  0.   .          !
 1996.3!                                 +    !!          .   0   .          !
 1996.4!                              *  +    !!          0   .   .          !
 1997.1!                           *  +       !!         0.   .   .          !
 1997.2!                           + *        !!          .   . 0 .          !
 1997.3!                             + *      !!          .   .  0.          !
 1997.4!                             * +      !!          .0  .   .          !
 1998.1!                             +  *     !!          .   .   .0         !
 1998.2!                                + *   !!          .   . 0 .          !
 1998.3!                                 +    !!          .   0   .          !
 1998.4!                           *     +    !!    0     .   .   .          !
 1999.1!                           +     *    !!          .   .   .   0      !
 1999.2!                                *+    !!          .  0.   .          !
 1999.3!                                +*    !!          .   .0  .          !
 1999.4!                                 +*   !!          .   . 0 .          !
 2000.1!                                * +   !!          .0  .   .          !
 2000.2!                                +     !!          .   0   .          !
 2000.3!                                +     !!          .   0   .          !
 2000.4!                                + *   !!          .   . 0 .          !
 2001.1!                                * +   !!          . 0 .   .          !
 2001.2!                               *+     !!          .  0.   .          !
 2001.3!                               +*     !!          .   . 0 .          !
 2001.4!                                 + *  !!          .   .  0.          !
 2002.1!                                * +   !!          .0  .   .          !
 2002.2!                                 +    !!          .   . 0 .          !
 2002.3!                                  +   !!          .   .0  .          !
 2002.4!                                  +   !!          .   0   .          !
 2003.1!                                 *+   !!          . 0 .   .          !
 2003.2!                                 +    !!          .  0.   .          !
 2003.3!                                 +    !!          .   0   .          !
 2003.4!                                 +    !!          .   0   .          !
 2004.1!                                *+    !!          . 0 .   .          !
 2004.2!                                +*    !!          .   .0  .          !
 2004.3!                                 +*   !!          .   .0  .          !
 2004.4!                                  +*  !!          .   . 0 .          !
 2005.1!                                   +  !!          .   .0  .          !
 2005.2!                                  *+  !!          .  0.   .          !
 2005.3!                                * +   !!          . 0 .   .          !
 2005.4!                                +     !!          .   0   .          !
 2006.1!                                +     !!          .   .0  .          !
 2006.2!                                +     !!          .   0   .          !
 2006.3!                                +*    !!          .   . 0 .          !
 2006.4!                                 +    !!          .   .0  .          !
 2007.1!                                 +    !!          .   0   .          !
 2007.2!                                 +    !!          .   .0  .          !
 2007.3!                                 + *  !!          .   .  0.          !
 2007.4!                                 *+   !!          . 0 .   .          !
 2008.1!                                +     !!          .   0   .          !
 2008.2!                                + *   !!          .   .  0.          !
 2008.3!                                 +  * !!          .   .   0          !
 2008.4!                                   +* !!          .   0   .          !
 2009.1!                                  *+  !!          . 0 .   .          !
 2009.2!                                 +    !!          .   0   .          !
 2009.3!                                 +    !!          .   .0  .          !
 2009.4!                                 +*   !!          .   . 0 .          !
 2010.1!                                 +*   !!          .   .0  .          !
 2010.2!                                 +    !!          .   .0  .          !
 2010.3!                                +  *  !!          .   .   .0         !
 2010.4!                                  + * !!          .   .  0.          !
 2011.1!                                  +   *!          .   .   . 0        !
 2011.2!                                    + !!          .   0   .          !
 2011.3!                                  +*  !!          .   .0  .          !
 2011.4!                                 +  * !!          .   .   0          !
 2012.1!                                  +   !!          .   0   .          !
 2012.2!                                 +    !!          .   .0  .          !
 2012.3!                                + *   !!          .   .  0.          !
 2012.4!                                 +    !!          .   .0  .          !


     19.68 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMABE=MAPX$Q/BEPMM;                                                     
 GENR LAAMABE=LOG(AAMABE+.00001);                                             
 GENR LAMABE=LOG(AMABE+.00001);                                               
 LHS AAMABE=EXP(LAAMABE)-.00001;                                              
  EQ  827 LAAMABE C LAMABE(-1) PMABE;                                         
EQUATION 747  LAAMABE  
   RHS     C  LAMABE(-1)  PMABE  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST  747 PLOT=0;END;                                                     

Equation number =  747
**********************

Dependent variable = LAAMABE 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -6.229834174

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.306044450       0.113662036  -2.69258     1.000000
12650 LAMABE  ( -1)       0.918768556       0.023609662  38.91494    -6.235013
12648 PMABE   (  0)      -0.162631166       0.054125816  -3.00469     1.200604

SE of equation            =     0.170312276
Sum of squared residuals  =  5.19212260       0.270414802E-10
Average absolute error    =     0.128636047
Sum of ABS residuals      =  23.4117606    
R squared                 =   0.94678
Durbin-Watson statistic   =   2.36575
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3!       *+                             !!          .  0.   .          !
 1967.4!       *+                             !!          .  0.   .          !
 1968.1!       *+                             !!          .  0.   .          !
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 1968.3!      *+                              !!          .  0.   .          !
 1968.4!       +                              !!          .  0.   .          !
 1969.1!      * +                             !!          .0  .   .          !
 1969.2!    * +                               !!          0   .   .          !
 1969.3!     +                                !!          .   .0  .          !
 1969.4!      +                               !!          .   0   .          !
 1970.1!       +                              !!          .   0   .          !
 1970.2!     * +                              !!          .0  .   .          !
 1970.3!      +                               !!          .   0   .          !
 1970.4!       +                              !!          .   0   .          !
 1971.1!     * +                              !!          0   .   .          !
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 1971.3!     +                                !!          .  0.   .          !
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 1972.1!      +*                              !!          .   0   .          !
 1972.2!        + *                           !!          .   .  0.          !
 1972.3!           +*                         !!          .   .0  .          !
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 1973.1!            * +                       !!          . 0 .   .          !
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 1974.2!     *   +                            !!        0 .   .   .          !
 1974.3*     +                                !!     0    .   .   .          !
 1974.4+   *                                  !!          .   .   . 0        !
 1975.1!   +     *                            !!          .   .   .     0    !
 1975.2!       * +                            !!          .0  .   .          !
 1975.3!        + *                           !!          .   .  0.          !
 1975.4!          +*                          !!          .   .0  .          !
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 1976.2!          +    *                      !!          .   .   . 0        !
 1976.3!             * +                      !!          . 0 .   .          !
 1976.4!           * +                        !!          0   .   .          !
 1977.1!       *   +                          !!         0.   .   .          !
 1977.2!       + *                            !!          .   .  0.          !
 1977.3!   *    +                             !!      0   .   .   .          !
 1977.4!    +   *                             !!          .   .   . 0        !
 1978.1!         + *                          !!          .   .  0.          !
 1978.2!     *     +                          !!      0   .   .   .          !
 1978.3!      +         *                     !!          .   .   .          0
 1978.4!           *   +                      !!       0  .   .   .          !
 1979.1!        *  +                          !!          0   .   .          !
 1979.2!        +  *                          !!          .   .   .0         !
 1979.3!           + *                        !!          .   .  0.          !
 1979.4!            *+                        !!          . 0 .   .          !
 1980.1!            +                         !!          .   0   .          !
 1980.2!           +  *                       !!          .   .  0.          !
 1980.3!             + *                      !!          .   .  0.          !
 1980.4!             * +                      !!          .0  .   .          !
 1981.1!           * +                        !!          . 0 .   .          !
 1981.2!        *  +                          !!         0.   .   .          !
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 1982.2!         +  *                         !!          .   .   .0         !
 1982.3!          * +                         !!          .0  .   .          !
 1982.4!          +     *                     !!          .   .   .    0     !
 1983.1!                +*                    !!          .   .0  .          !
 1983.2!                + *                   !!          .   . 0 .          !
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 1983.4!                 * +                  !!          .0  .   .          !
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 1984.3!             +   *                    !!          .   .   .  0       !
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 1986.4!                       *   +          !!         0.   .   .          !
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 1990.2!                             *  +     !!          .0  .   .          !
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 1993.2!                                  + * !!          .   .  0.          !
 1993.3!                                    + !!          .   0   .          !
 1993.4!                                   +  !!          .  0.   .          !
 1994.1!                                  +   *!          .   .   . 0        !
 1994.2!                                     +*!          .   .0  .          !
 1994.3!                                     +!!          .   .0  .          !
 1994.4!                                  *  +!!          .0  .   .          !
 1995.1!                                 +    !!          .  0.   .          !
 1995.2!                                 +*   !!          .   .  0.          !
 1995.3!                                  +*  !!          .   . 0 .          !
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 1996.2!                                 +*   !!          .   . 0 .          !
 1996.3!                                 +    *!          .   .   . 0        !
 1996.4!                                     +!!          .   0   .          !
 1997.1!                                  * + !!          .0  .   .          !
 1997.2!                                 +*   !!          .   0   .          !
 1997.3!                                 +    *!          .   .   .  0       !
 1997.4!                                    *+!!          .  0.   .          !
 1998.1!                                    +*!!          .   . 0 .          !
 1998.2!                                    + !!          .  0.   .          !
 1998.3!                                   +  !!          .   .0  .          !
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 1999.3!                                    + !!          .   0   .          !
 1999.4!                                   +* !!          .   . 0 .          !
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 2000.3!                                 + *  !!          .   .  0.          !
 2000.4!                                 *+   !!          . 0 .   .          !
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 2001.2!                           *  +       !!          0   .   .          !
 2001.3!                           +  *       !!          .   .   0          !
 2001.4!                            *+        !!          . 0 .   .          !
 2002.1!                          *+          !!          .  0.   .          !
 2002.2!                         *+           !!          . 0 .   .          !
 2002.3!                        + *           !!          .   . 0 .          !
 2002.4!                     *    +           !!      0   .   .   .          !
 2003.1!                     + *              !!          .   .  0.          !
 2003.2!                       +              !!          .   0   .          !
 2003.3!                       + *            !!          .   . 0 .          !
 2003.4!                     *   +            !!         0.   .   .          !
 2004.1!                     *+               !!          .  0.   .          !
 2004.2!                      +*              !!          .   .0  .          !
 2004.3!                       +*             !!          .   . 0 .          !
 2004.4!                      * +             !!          .0  .   .          !
 2005.1!                      *+              !!          .  0.   .          !
 2005.2!                    * +               !!          .0  .   .          !
 2005.3!                     +*               !!          .   . 0 .          !
 2005.4!                   *  +               !!         0.   .   .          !
 2006.1!                   *+                 !!          .  0.   .          !
 2006.2!                   +                  !!          .  0.   .          !
 2006.3!                    +   *             !!          .   .   . 0        !
 2006.4!                      * +             !!          . 0 .   .          !
 2007.1!                      *+              !!          .  0.   .          !
 2007.2!                      *+              !!          .  0.   .          !
 2007.3!                      +  *            !!          .   .   0          !
 2007.4!                       *  +           !!          .0  .   .          !
 2008.1!                       *+             !!          . 0 .   .          !
 2008.2!                      *+              !!          . 0 .   .          !
 2008.3!                    *  +              !!          0   .   .          !
 2008.4!                    *+                !!          .  0.   .          !
 2009.1!                 *   +                !!        0 .   .   .          !
 2009.2!                * +                   !!          . 0 .   .          !
 2009.3!                 + *                  !!          .   .  0.          !
 2009.4!                  * +                 !!          . 0 .   .          !
 2010.1!                   +*                 !!          .   .0  .          !
 2010.2!                   *+                 !!          . 0 .   .          !
 2010.3!                    +                 !!          .   0   .          !
 2010.4!                   *+                 !!          . 0 .   .          !
 2011.1!                    +  *              !!          .   .   0          !
 2011.2!                       *+             !!          .  0.   .          !
 2011.3!                        + *           !!          .   .   0          !
 2011.4!                          + *         !!          .   . 0 .          !
 2012.1!                      *     +         !!     0    .   .   .          !
 2012.2!                      +               !!          .  0.   .          !
 2012.3!                     *+               !!          . 0 .   .          !
 2012.4!                     *+               !!          . 0 .   .          !


     24.73 percent of the residuals exceed 1 SE
      6.04 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPABE=PAPX$Q/BEPMM;                                                     
 GENR LAAPABE=LOG(AAPABE+.00001);                                             
 GENR LAPABE=LOG(APABE+.00001);                                               
 LHS AAPABE=EXP(LAAPABE)-.00001;                                              
  EQ  828 LAAPABE C LAPABE(-1) PPABE;                                         
EQUATION 748  LAAPABE  
   RHS     C  LAPABE(-1)  PPABE  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  748 PLOT=0;END;                                                     

Equation number =  748
**********************

Dependent variable = LAAPABE 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -7.348305546

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.153014857       0.266887489  -4.32023     1.000000
12653 LAPABE  ( -1)       0.743560422       0.051877686  14.33295    -7.351831
12651 PPABE   (  0)      -0.568030420       0.147137441  -3.86054     1.282960

SE of equation            =     0.271373333
Sum of squared residuals  =  11.7093143      -0.190825133E-10
Average absolute error    =     0.185527700
Sum of ABS residuals      =  30.0554874    
R squared                 =   0.82291
Durbin-Watson statistic   =   2.65384
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!                    +                 !!           .  .0 .           !
 1972.4!                      +               !!           .  0  .           !
 1973.1!                  *   +               !!           0  .  .           !
 1973.2!            *     +                   !!          0.  .  .           !
 1973.3!    *       +                         !!        0  .  .  .           !
 1973.4!    +   *                             !!           .  .  0           !
 1974.1!     +    *                           !!           .  .  .0          !
 1974.2!          +          *                !!           .  .  .    0      !
 1974.3!         *         +                  !!        0  .  .  .           !
 1974.4!           +                 *        !!           .  .  .        0  !
 1975.1!      *                     +         !0           .  .  .           !
 1975.2!         * +                          !!           . 0.  .           !
 1975.3!*           +                         !!      0    .  .  .           !
 1975.4! *   +                                !!           0  .  .           !
 1976.1!      +     *                         !!           .  .  .0          !
 1976.2!        *    +                        !!          0.  .  .           !
 1976.3!       * +                            !!           . 0.  .           !
 1976.4!     *   +                            !!           0  .  .           !
 1977.1!       + *                            !!           .  .0 .           !
 1977.2!   *     +                            !!          0.  .  .           !
 1977.3!    *+                                !!           .  0  .           !
 1977.4!       +                              !!           .  0  .           !
 1978.1!  *      +                            !!         0 .  .  .           !
 1978.2!      +                               !!           .  0  .           !
 1978.3!     *  +                             !!           .0 .  .           !
 1978.4!  *    +                              !!          0.  .  .           !
 1979.1!     + *                              !!           .  . 0.           !
 1979.2!        +*                            !!           .  .0 .           !
 1979.3!        *  +                          !!           .0 .  .           !
 1979.4!          +    *                      !!           .  .  0           !
 1980.1!                +    *                !!           .  .  .0          !
 1980.2!             *      +                 !!        0  .  .  .           !
 1980.3!             *+                       !!           . 0.  .           !
 1980.4!            * +                       !!           .0 .  .           !
 1981.1!            +                         !!           .  0  .           !
 1981.2!        *  +                          !!           0  .  .           !
 1981.3!      *+                              !!           .  0  .           !
 1981.4!       +    *                         !!           .  .  0           !
 1982.1!           *+                         !!           . 0.  .           !
 1982.2!            +                         !!           .  0  .           !
 1982.3!            +   *                     !!           .  . 0.           !
 1982.4!               *+                     !!           .  0  .           !
 1983.1!                +*                    !!           .  0  .           !
 1983.2!                 +   *                !!           .  .  0           !
 1983.3!         *         +                  !!       0   .  .  .           !
 1983.4!         +       *                    !!           .  .  . 0         !
 1984.1*               +                      !!   0       .  .  .           !
 1984.2!  +         *                         !!           .  .  .   0       !
 1984.3!         * +                          !!           . 0.  .           !
 1984.4!          +      *                    !!           .  .  . 0         !
 1985.1!                 +   *                !!           .  .  0           !
 1985.2!                  * +                 !!           . 0.  .           !
 1985.3!                   +                  !!           .  0  .           !
 1985.4!                  *+                  !!           . 0.  .           !
 1986.1!                 *+                   !!           . 0.  .           !
 1986.2!                  + *                 !!           .  .0 .           !
 1986.3!                  +     *             !!           .  .  .0          !
 1986.4!                  *   +               !!           0  .  .           !
 1987.1!                  +       *           !!           .  .  .  0        !
 1987.2!                    *   +             !!           0  .  .           !
 1987.3!                     +   *            !!           .  . 0.           !
 1987.4!                        +             !!           .  0  .           !
 1988.1!                     *  +             !!           .0 .  .           !
 1988.2!                  *   +               !!           0  .  .           !
 1988.3!               *   +                  !!           0  .  .           !
 1988.4!                  +                   !!           .  0  .           !
 1989.1!                   *+                 !!           . 0.  .           !
 1989.2!                   * +                !!           .0 .  .           !
 1989.3!                    +*                !!           .  .0 .           !
 1989.4!                      +               !!           .  0  .           !
 1990.1!                       + *            !!           .  .0 .           !
 1990.2!                          +*          !!           .  0  .           !
 1990.3!                           *+         !!           .  0  .           !
 1990.4!                          *  +        !!           .0 .  .           !
 1991.1!                         *  +         !!           .0 .  .           !
 1991.2!                           +    *     !!           .  .  .0          !
 1991.3!                         *     +      !!         0 .  .  .           !
 1991.4!                           + *        !!           .  . 0.           !
 1992.1!                         *    +       !!          0.  .  .           !
 1992.2!                           +*         !!           .  .0 .           !
 1992.3!                              +       !!           .  0  .           !
 1992.4!                               +      !!           .  0  .           !
 1993.1!                             *  +     !!           .0 .  .           !
 1993.2!                              + *     !!           .  .0 .           !
 1993.3!                                +  *  !!           .  . 0.           !
 1993.4!                                   +  *!           .  . 0.           !
 1994.1!                                    +*!!           .  0  .           !
 1994.2!                                   +* !!           .  0  .           !
 1994.3!                                  +  *!!           .  . 0.           !
 1994.4!                                   +  *!           .  . 0.           !
 1995.1!                                   +  !!           .  0  .           !
 1995.2!                                 +*   !!           .  .0 .           !
 1995.3!                               *+     !!           . 0.  .           !
 1995.4!                               +  *   !!           .  . 0.           !
 1996.1!                                 +  * !!           .  . 0.           !
 1996.2!                                  +   *!           .  .  0           !
 1996.3!                                  *+  !!           .  0  .           !
 1996.4!                                 +    *!           .  .  0           !
 1997.1!                                   +  !!           .  0  .           !
 1997.2!                                 +*   !!           .  .0 .           !
 1997.3!                              +  *    !!           .  . 0.           !
 1997.4!                              +     * !!           .  .  .0          !
 1998.1!                                + *   !!           .  .0 .           !
 1998.2!                               + *    !!           .  .0 .           !
 1998.3!                              + *     !!           .  . 0.           !
 1998.4!                              +  *    !!           .  . 0.           !
 1999.1!                              +*      !!           .  .0 .           !
 1999.2!                            + *       !!           .  .0 .           !
 1999.3!                            +   *     !!           .  . 0.           !
 1999.4!                              +   *   !!           .  .  0           !
 2000.1!                               *+     !!           . 0.  .           !
 2000.2!                              + *     !!           .  .0 .           !
 2000.3!                             *+       !!           . 0.  .           !
 2000.4!                            +         !!           .  0  .           !
 2001.1!                            + *       !!           .  . 0.           !
 2001.2!                             + *      !!           .  . 0.           !
 2001.3!                              +       !!           .  0  .           !
 2001.4!                             + *      !!           .  .0 .           !
 2002.1!                             +*       !!           .  0  .           !
 2002.2!                             +  *     !!           .  . 0.           !
 2002.3!                                +   * !!           .  .  0           !
 2002.4!                                  *+  !!           . 0.  .           !
 2003.1!                                  +*  !!           .  .0 .           !
 2003.2!                                 *+   !!           . 0.  .           !
 2003.3!                                 + *  !!           .  . 0.           !
 2003.4!                                * +   !!           . 0.  .           !
 2004.1!                                +*    !!           .  .0 .           !
 2004.2!                             *   +    !!           .0 .  .           !
 2004.3!                              +   *   !!           .  . 0.           !
 2004.4!                                 *+   !!           . 0.  .           !
 2005.1!                                 +   *!!           .  .  0           !
 2005.2!                                 *  + !!           .0 .  .           !
 2005.3!                                 +*   !!           .  .0 .           !
 2005.4!                                  +   !!           .  0  .           !
 2006.1!                               *  +   !!           .0 .  .           !
 2006.2!                             *  +     !!           .0 .  .           !
 2006.3!                            * +       !!           . 0.  .           !
 2006.4!                              +*      !!           .  .0 .           !
 2007.1!                              * +     !!           . 0.  .           !
 2007.2!                               *+     !!           . 0.  .           !
 2007.3!                             *  +     !!           .0 .  .           !
 2007.4!                               +*     !!           .  .0 .           !
 2008.1!                            *    +    !!          0.  .  .           !
 2008.2!                              +       !!           .  0  .           !
 2008.3!                            *  +      !!           .0 .  .           !
 2008.4!                             +   *    !!           .  .  0           !
 2009.1!                                 +    !!           .  0  .           !
 2009.2!                                 +    *!           .  .  0           !
 2009.3!                                  *  +!!           .0 .  .           !
 2009.4!                                  + * !!           .  .0 .           !
 2010.1!                               *   +  !!           0  .  .           !
 2010.2!                            * +       !!           . 0.  .           !
 2010.3!                            +*        !!           .  .0 .           !
 2010.4!                             + *      !!           .  . 0.           !
 2011.1!                              +  *    !!           .  . 0.           !
 2011.2!                              *+      !!           . 0.  .           !
 2011.3!                             +        !!           .  0  .           !
 2011.4!                           *+         !!           .  0  .           !
 2012.1!                          +*          !!           .  0  .           !
 2012.2!                       *  +           !!           .0 .  .           !
 2012.3!                        +  *          !!           .  . 0.           !
 2012.4!                          +           !!           .  0  .           !


     19.75 percent of the residuals exceed 1 SE
      4.94 percent of the residuals exceed 2 SE
@EQ   829 LAAPHBE C LAPHBE(-1) PPHBE;SMPL 1966.1 2012.4;OLS;EST  829 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHBE=THPX$Q/BEPMM;                                                     
 GENR LAATHBE=LOG(AATHBE+.00001);                                             
 GENR LATHBE=LOG(ATHBE+.00001);                                               
 LHS AATHBE=EXP(LAATHBE)-.00001;                                              
  EQ  830 LAATHBE C LATHBE(-1) PTHBE;                                         
EQUATION 749  LAATHBE  
   RHS     C  LATHBE(-1)  PTHBE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  749 PLOT=0;END;                                                     

Equation number =  749
**********************

Dependent variable = LAATHBE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.230451390

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.028282310       0.175607803   0.16105     1.000000
12656 LATHBE  ( -1)       0.860409825       0.031396018  27.40506    -6.237514
12654 PTHBE   (  0)      -0.765167608       0.193239505  -3.95969     1.165648

SE of equation            =     0.336820374
Sum of squared residuals  =  20.9878734      -0.137942990E-10
Average absolute error    =     0.207577652
Sum of ABS residuals      =  39.0245985    
R squared                 =   0.89876
Durbin-Watson statistic   =   2.18538
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                 *+                   !!            .0. .            !
 1966.2!     *         +                      !!      0     . . .            !
 1966.3*     +                                !!         0  . . .            !
 1966.4! +                  *                 !!            . . .            0
 1967.1!                  *+                  !!            . 0 .            !
 1967.2!                 +  *                 !!            . . 0            !
 1967.3!                  +                   !!            . 0 .            !
 1967.4!               * +                    !!            0 . .            !
 1968.1!               +                      !!            . 0 .            !
 1968.2!              *+                      !!            . 0 .            !
 1968.3!            *+                        !!            .0. .            !
 1968.4!           *+                         !!            .0. .            !
 1969.1!        * +                           !!            0 . .            !
 1969.2!      * +                             !!            .0. .            !
 1969.3!       +                              !!            . 0 .            !
 1969.4!       +                              !!            . 0 .            !
 1970.1!        +*                            !!            . .0.            !
 1970.2!          *+                          !!            . 0 .            !
 1970.3!            +                         !!            . 0 .            !
 1970.4!            *+                        !!            . 0 .            !
 1971.1!              +       *               !!            . . .   0        !
 1971.2!                    * +               !!            0 . .            !
 1971.3!                  *  +                !!           0. . .            !
 1971.4!                 * +                  !!            0 . .            !
 1972.1!                 * +                  !!            0 . .            !
 1972.2!                * +                   !!            0 . .            !
 1972.3!                * +                   !!            .0. .            !
 1972.4!              *   +                   !!           0. . .            !
 1973.1!           *   +                      !!           0. . .            !
 1973.2!          * +                         !!            .0. .            !
 1973.3!            +                         !!            . .0.            !
 1973.4!            +                         !!            . .0.            !
 1974.1!          +  *                        !!            . . .0           !
 1974.2!        *  +                          !!            0 . .            !
 1974.3!       +   *                          !!            . . .0           !
 1974.4!          *+                          !!            .0. .            !
 1975.1!          +                           !!            . 0 .            !
 1975.2!          *+                          !!            . 0 .            !
 1975.3!           +                          !!            .0. .            !
 1975.4!          * +                         !!            .0. .            !
 1976.1!            +                         !!            . 0 .            !
 1976.2!         *   +                        !!           0. . .            !
 1976.3!           + *                        !!            . . 0            !
 1976.4!              + *                     !!            . .0.            !
 1977.1!                *+                    !!            .0. .            !
 1977.2!           *    +                     !!          0 . . .            !
 1977.3!            +*                        !!            . 0 .            !
 1977.4!              +                       !!            . 0 .            !
 1978.1!               + *                    !!            . .0.            !
 1978.2!                  +  *                !!            . . 0            !
 1978.3!                     + *              !!            . .0.            !
 1978.4!                        + *           !!            . . 0            !
 1979.1!                          +           !!            . 0 .            !
 1979.2!                         +            !!            . 0 .            !
 1979.3!                    *    +            !!          0 . . .            !
 1979.4!                    *+                !!            .0. .            !
 1980.1!                     +   *            !!            . . .0           !
 1980.2!                        +    *        !!            . . .0           !
 1980.3!                         *  +         !!           0. . .            !
 1980.4!                        +*            !!            . .0.            !
 1981.1!                     *  +             !!            0 . .            !
 1981.2!                     + *              !!            . .0.            !
 1981.3!                 *     +              !!          0 . . .            !
 1981.4!                  +*                  !!            . 0 .            !
 1982.1!                    + *               !!            . .0.            !
 1982.2!                       +  *           !!            . . .0           !
 1982.3!                 *         +          !!       0    . . .            !
 1982.4!                   +*                 !!            . .0.            !
 1983.1!                      +   *           !!            . . .0           !
 1983.2!                *        +            !!       0    . . .            !
 1983.3!                 +                    !!            . 0 .            !
 1983.4!                * +                   !!            .0. .            !
 1984.1!                 +   *                !!            . . 0            !
 1984.2!                     +                !!            . 0 .            !
 1984.3!                    * +               !!            .0. .            !
 1984.4!                     +                !!            . 0 .            !
 1985.1!                      + *             !!            . . 0            !
 1985.2!                       * +            !!            0 . .            !
 1985.3!                     *  +             !!           0. . .            !
 1985.4!                       +              !!            . .0.            !
 1986.1!                      *  +            !!            0 . .            !
 1986.2!                      * +             !!            0 . .            !
 1986.3!                      *+              !!            .0. .            !
 1986.4!                      *+              !!            .0. .            !
 1987.1!                       +*             !!            . 0 .            !
 1987.2!                        *+            !!            .0. .            !
 1987.3!                        *+            !!            .0. .            !
 1987.4!                        *+            !!            .0. .            !
 1988.1!                        +*            !!            . .0.            !
 1988.2!                       *  +           !!            0 . .            !
 1988.3!                       + *            !!            . . 0            !
 1988.4!                         +*           !!            . .0.            !
 1989.1!                         +*           !!            . .0.            !
 1989.2!                         *+           !!            .0. .            !
 1989.3!                        +*            !!            . .0.            !
 1989.4!                         + *          !!            . . 0            !
 1990.1!                           +*         !!            . .0.            !
 1990.2!                           *+         !!            .0. .            !
 1990.3!                            +*        !!            . 0 .            !
 1990.4!                             *+       !!            . 0 .            !
 1991.1!                              +  *    !!            . . 0            !
 1991.2!                            *    +    !!          0 . . .            !
 1991.3!                             +      * !!            . . .  0         !
 1991.4!                                   +* !!            . .0.            !
 1992.1!                             *      + !!         0  . . .            !
 1992.2!                              +       !!            . 0 .            !
 1992.3!                              *+      !!            .0. .            !
 1992.4!                               +      !!            . .0.            !
 1993.1!                               +     *!!            . . . 0          !
 1993.2!                                    + !!            . 0 .            !
 1993.3!                                 * +  !!            .0. .            !
 1993.4!                                 +*   !!            . .0.            !
 1994.1!                                 +    !!            . 0 .            !
 1994.2!                                 +    !!            . 0 .            !
 1994.3!                                 +    !!            . .0.            !
 1994.4!                                 +    !!            . 0 .            !
 1995.1!                                *+    !!            . 0 .            !
 1995.2!                                +     !!            . 0 .            !
 1995.3!                                +*    !!            . .0.            !
 1995.4!                                 +*   !!            . .0.            !
 1996.1!                                *+    !!            .0. .            !
 1996.2!                               +*     !!            . .0.            !
 1996.3!                                +*    !!            . .0.            !
 1996.4!                                +*    !!            . .0.            !
 1997.1!                                +  *  !!            . . 0            !
 1997.2!                                 +    !!            . 0 .            !
 1997.3!                               +*     !!            . .0.            !
 1997.4!                               +*     !!            . .0.            !
 1998.1!                                +     !!            . .0.            !
 1998.2!                                +     !!            . .0.            !
 1998.3!                                +     !!            . 0 .            !
 1998.4!                                +*    !!            . .0.            !
 1999.1!                                +     !!            . 0 .            !
 1999.2!                               + *    !!            . . 0            !
 1999.3!                                 +    !!            . 0 .            !
 1999.4!                                 + *  !!            . . 0            !
 2000.1!                                  +   !!            . 0 .            !
 2000.2!                                 +*   !!            . .0.            !
 2000.3!                                 +*   !!            . .0.            !
 2000.4!                                 +  * !!            . . 0            !
 2001.1!                                   +* !!            . .0.            !
 2001.2!                                   + *!!            . .0.            !
 2001.3!                                   +  *!            . . 0            !
 2001.4!                                     +*!            . .0.            !
 2002.1!                                    + !!            . 0 .            !
 2002.2!                                   +* !!            . .0.            !
 2002.3!                                   +* !!            . .0.            !
 2002.4!                                   + *!!            . .0.            !
 2003.1!                                   *+ !!            .0. .            !
 2003.2!                                  *+  !!            . 0 .            !
 2003.3!                                * +   !!            .0. .            !
 2003.4!                                +     !!            . 0 .            !
 2004.1!                                +*    !!            . .0.            !
 2004.2!                                *+    !!            .0. .            !
 2004.3!                                +     !!            . 0 .            !
 2004.4!                                +*    !!            . .0.            !
 2005.1!                                *+    !!            .0. .            !
 2005.2!                                +*    !!            . 0 .            !
 2005.3!                                *+    !!            .0. .            !
 2005.4!                               +      !!            . 0 .            !
 2006.1!                               +      !!            . 0 .            !
 2006.2!                               +      !!            . 0 .            !
 2006.3!                               +*     !!            . 0 .            !
 2006.4!                                +*    !!            . .0.            !
 2007.1!                                *+    !!            . 0 .            !
 2007.2!                                +*    !!            . 0 .            !
 2007.3!                                *+    !!            . 0 .            !
 2007.4!                                +     !!            .0. .            !
 2008.1!                                +     !!            . 0 .            !
 2008.2!                               *+     !!            .0. .            !
 2008.3!                               +      !!            .0. .            !
 2008.4!                              +*      !!            . .0.            !
 2009.1!                              +*      !!            . 0 .            !
 2009.2!                              +       !!            . 0 .            !
 2009.3!                              +*      !!            . .0.            !
 2009.4!                              +*      !!            . .0.            !
 2010.1!                              +       !!            . 0 .            !
 2010.2!                             +*       !!            . .0.            !
 2010.3!                             + *      !!            . .0.            !
 2010.4!                              +       !!            . 0 .            !
 2011.1!                             +*       !!            . .0.            !
 2011.2!                              +*      !!            . 0 .            !
 2011.3!                              +*      !!            . .0.            !
 2011.4!                             *+       !!            .0. .            !
 2012.1!                            + *       !!            . .0.            !
 2012.2!                             + *      !!            . . 0            !
 2012.3!                              +       !!            . 0 .            !
 2012.4!                             +*       !!            . .0.            !


     16.49 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHBE=CHPX$Q/BEPMM;                                                     
 GENR LAACHBE=LOG(AACHBE+.00001);                                             
 GENR LACHBE=LOG(ACHBE+.00001);                                               
 LHS AACHBE=EXP(LAACHBE)-.00001;                                              
  EQ  831 LAACHBE C LACHBE(-1) PCHBE;                                         
EQUATION 750  LAACHBE  
   RHS     C  LACHBE(-1)  PCHBE  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  750 PLOT=0;END;                                                     

Equation number =  750
**********************

Dependent variable = LAACHBE 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.760676523

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.151643583       0.162552640   0.93289     1.000000
12659 LACHBE  ( -1)       0.966140133       0.019458972  49.65011    -4.785979
12657 PCHBE   (  0)      -0.258493375       0.178388483  -1.44905     1.115673

SE of equation            =     0.192998125
Sum of squared residuals  =  4.58153799      -0.765520980E-11
Average absolute error    =     0.148517027
Sum of ABS residuals      =  18.7131455    
R squared                 =   0.96996
Durbin-Watson statistic   =   2.95579
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3+                                      !!          .   0   .          !
 1981.4!+   *                                 !!          .   .   .  0       !
 1982.1!    +*                                !!          .   .0  .          !
 1982.2!  *  +                                !!         0.   .   .          !
 1982.3! *+                                   !!          . 0 .   .          !
 1982.4!  +*                                  !!          .   .  0.          !
 1983.1! *  +                                 !!          0   .   .          !
 1983.2!  +                                   !!          .   .0  .          !
 1983.3! * +                                  !!          . 0 .   .          !
 1983.4!  +*                                  !!          .   . 0 .          !
 1984.1!   +                                  !!          .  0.   .          !
 1984.2!*  +                                  !!         0.   .   .          !
 1984.3!+ *                                   !!          .   .  0.          !
 1984.4! *+                                   !!          . 0 .   .          !
 1985.1!+ *                                   !!          .   .   0          !
 1985.2!  +                                   !!          .  0.   .          !
 1985.3!  +                                   !!          .   0   .          !
 1985.4!  +  *                                !!          .   .   .0         !
 1986.1!    * +                               !!          .0  .   .          !
 1986.2!    +                                 !!          .   0   .          !
 1986.3!     +                                !!          .   .0  .          !
 1986.4!     *+                               !!          . 0 .   .          !
 1987.1!    * +                               !!          .0  .   .          !
 1987.2!     + *                              !!          .   .   0          !
 1987.3!    *   +                             !!        0 .   .   .          !
 1987.4!     + *                              !!          .   .  0.          !
 1988.1!     *  +                             !!         0.   .   .          !
 1988.2!   *  +                               !!          0   .   .          !
 1988.3!   *+                                 !!          . 0 .   .          !
 1988.4!   + *                                !!          .   . 0 .          !
 1989.1! *   +                                !!      0   .   .   .          !
 1989.2! +*                                   !!          .   .0  .          !
 1989.3! * +                                  !!          .0  .   .          !
 1989.4!  +  *                                !!          .   .   . 0        !
 1990.1!    * +                               !!          .0  .   .          !
 1990.2!    *+                                !!          .  0.   .          !
 1990.3!   * +                                !!          .0  .   .          !
 1990.4!    +   *                             !!          .   .   . 0        !
 1991.1!     *   +                            !!       0  .   .   .          !
 1991.2!     *+                               !!          .  0.   .          !
 1991.3!      + *                             !!          .   .  0.          !
 1991.4!        + *                           !!          .   .  0.          !
 1992.1!         * +                          !!          .0  .   .          !
 1992.2!        * +                           !!          .0  .   .          !
 1992.3!        *+                            !!          .  0.   .          !
 1992.4!         +   *                        !!          .   .   . 0        !
 1993.1!         *   +                        !!       0  .   .   .          !
 1993.2!          + *                         !!          .   .  0.          !
 1993.3!            +*                        !!          .   .0  .          !
 1993.4!             + *                      !!          .   . 0 .          !
 1994.1!           *   +                      !!       0  .   .   .          !
 1994.2!           +    *                     !!          .   .   .  0       !
 1994.3!              * +                     !!          0   .   .          !
 1994.4!              + *                     !!          .   .  0.          !
 1995.1!               * +                    !!          . 0 .   .          !
 1995.2!               *+                     !!          .  0.   .          !
 1995.3!              * +                     !!          . 0 .   .          !
 1995.4!               +      *               !!          .   .   .      0   !
 1996.1!             *        +               !0          .   .   .          !
 1996.2!              +*                      !!          .   .  0.          !
 1996.3!                +                     !!          .   0   .          !
 1996.4!                + *                   !!          .   . 0 .          !
 1997.1!                * +                   !!          0   .   .          !
 1997.2!                + *                   !!          .   .  0.          !
 1997.3!                 *+                   !!          . 0 .   .          !
 1997.4!                 +  *                 !!          .   .   .0         !
 1998.1!                  * +                 !!          0   .   .          !
 1998.2!                  + *                 !!          .   . 0 .          !
 1998.3!                   *+                 !!          .  0.   .          !
 1998.4!                   + *                !!          .   .  0.          !
 1999.1!                  *  +                !!        0 .   .   .          !
 1999.2!                  +*                  !!          .   . 0 .          !
 1999.3!                   +  *               !!          .   .  0.          !
 1999.4!                      +*              !!          .   . 0 .          !
 2000.1!                    *  +              !!          0   .   .          !
 2000.2!                    +  *              !!          .   .   0          !
 2000.3!                      +               !!          .  0.   .          !
 2000.4!                     +*               !!          .   .0  .          !
 2001.1!                      +               !!          .   0   .          !
 2001.2!                      +*              !!          .   .0  .          !
 2001.3!                      +*              !!          .   .0  .          !
 2001.4!                       +*             !!          .   . 0 .          !
 2002.1!                      * +             !!          .0  .   .          !
 2002.2!                      +*              !!          .   . 0 .          !
 2002.3!                       + *            !!          .   .  0.          !
 2002.4!                        +             !!          .  0.   .          !
 2003.1!                        +*            !!          .   .0  .          !
 2003.2!                         + *          !!          .   .  0.          !
 2003.3!                          *+          !!          .  0.   .          !
 2003.4!                          +*          !!          .   .0  .          !
 2004.1!                           +          !!          .   0   .          !
 2004.2!                           + *        !!          .   . 0 .          !
 2004.3!                             +*       !!          .   . 0 .          !
 2004.4!                              +*      !!          .   .0  .          !
 2005.1!                               +      !!          .   0   .          !
 2005.2!                               +      !!          .   0   .          !
 2005.3!                               +      !!          .   0   .          !
 2005.4!                               +      !!          .   0   .          !
 2006.1!                              *+      !!          . 0 .   .          !
 2006.2!                              + *     !!          .   .  0.          !
 2006.3!                                +*    !!          .   .0  .          !
 2006.4!                                 +*   !!          .   . 0 .          !
 2007.1!                                * +   !!          0   .   .          !
 2007.2!                                +  *  !!          .   .   .0         !
 2007.3!                                   +  !!          .   .0  .          !
 2007.4!                                  * + !!          .0  .   .          !
 2008.1!                                 *+   !!          . 0 .   .          !
 2008.2!                                 +*   !!          .   . 0 .          !
 2008.3!                                   +* !!          .   .  0.          !
 2008.4!                                    + !!          .   0   .          !
 2009.1!                                 *  + !!         0.   .   .          !
 2009.2!                                 +*   !!          .   . 0 .          !
 2009.3!                                  +*  !!          .   .0  .          !
 2009.4!                                  *+  !!          .  0.   .          !
 2010.1!                                  +   !!          .  0.   .          !
 2010.2!                                  +*  !!          .   .  0.          !
 2010.3!                                   +* !!          .   . 0 .          !
 2010.4!                                   *+ !!          . 0 .   .          !
 2011.1!                                   +  !!          .   0   .          !
 2011.2!                                   + *!!          .   .  0.          !
 2011.3!                                     +*!          .   . 0 .          !
 2011.4!                                     *+!          . 0 .   .          !
 2012.1!                                  *  +!!         0.   .   .          !
 2012.2!                                 +   *!!          .   .   . 0        !
 2012.3!                                    *+!!          .  0.   .          !
 2012.4!                                   *+ !!          . 0 .   .          !


     24.60 percent of the residuals exceed 1 SE
      3.97 percent of the residuals exceed 2 SE
@EQ   832 LAAARBE C LAARBE(-1) PARBE;SMPL 1966.1 2012.4;OLS;EST  832 PLOT=0;EN
@@EQ  833 LAABRBE C LABRBE(-1) PBRBE;SMPL 2006.3 2012.4;OLS;EST  833 PLOT=0;EN
@@EQ  834 LAACEBE C LACEBE(-1) PCEBE;SMPL 1992.3 2012.4;OLS;EST  834 PLOT=0;EN
@@EQ  835 LAAMEBE C LAMEBE(-1) PMEBE;SMPL 2013.1 2012.4;OLS;EST  835 PLOT=0;EN
@@EQ  836 LAAPEBE C LAPEBE(-1) PPEBE;SMPL 2010.3 2012.4;OLS;EST  836 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTUBE=TUPX$/BEPMM;                                                      
 GENR LAATUBE=LOG(AATUBE+.00001);                                             
 GENR LATUBE=LOG(ATUBE+.00001);                                               
 LHS AATUBE=EXP(LAATUBE)-.00001;                                              
  EQ  837 LAATUBE C LATUBE(-1) PTUBE;                                         
EQUATION 751  LAATUBE  
   RHS     C  LATUBE(-1)  PTUBE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  751 PLOT=0;END;                                                     

Equation number =  751
**********************

Dependent variable = LAATUBE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.959609993

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.684548807       0.242947106  -2.81769     1.000000
12662 LATUBE  ( -1)       0.820480580       0.042997771  19.08193    -5.966221
12660 PTUBE   (  0)      -0.329987760       0.176484559  -1.86978     1.151233

SE of equation            =     0.284011698
Sum of squared residuals  =  14.9225892       0.696864788E-11
Average absolute error    =     0.201425898
Sum of ABS residuals      =  37.8680689    
R squared                 =   0.73439
Durbin-Watson statistic   =   2.47698
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                +     *               !!           .  .  .0          !
 1966.2!                     + *              !!           .  .0 .           !
 1966.3!                      +           *   !!           .  .  .    0      !
 1966.4!                    *          +      !!       0   .  .  .           !
 1967.1!                   +   *              !!           .  .  0           !
 1967.2!                 *     +              !!          0.  .  .           !
 1967.3!                 +                    !!           .  0  .           !
 1967.4!                *+                    !!           . 0.  .           !
 1968.1!                + *                   !!           .  .0 .           !
 1968.2!              *   +                   !!           .0 .  .           !
 1968.3!              *+                      !!           . 0.  .           !
 1968.4!              +                       !!           .  0  .           !
 1969.1!              +                       !!           .  0  .           !
 1969.2!              +                       !!           .  0  .           !
 1969.3!        *     +                       !!          0.  .  .           !
 1969.4!     *   +                            !!           .0 .  .           !
 1970.1!       +       *                      !!           .  .  . 0         !
 1970.2!               +    *                 !!           .  .  0           !
 1970.3!         *          +                 !!       0   .  .  .           !
 1970.4!          +  *                        !!           .  . 0.           !
 1971.1!             *+                       !!           . 0.  .           !
 1971.2!           *  +                       !!           .0 .  .           !
 1971.3!             +    *                   !!           .  .  .0          !
 1971.4!                *  +                  !!           .0 .  .           !
 1972.1!                 +     *              !!           .  .  .0          !
 1972.2!             *         +              !!       0   .  .  .           !
 1972.3!               + *                    !!           .  .0 .           !
 1972.4!           *      +                   !!          0.  .  .           !
 1973.1!             +                        !!           .  0  .           !
 1973.2!               +  *                   !!           .  . 0.           !
 1973.3!                    +    *            !!           .  .  .0          !
 1973.4!           *             +            !!    0      .  .  .           !
 1974.1!             +              *         !!           .  .  .       0   !
 1974.2!                       *    +         !!           0  .  .           !
 1974.3!                     *+               !!           . 0.  .           !
 1974.4*                     +                !0           .  .  .           !
 1975.1!   +                                  !!           .  0  .           !
 1975.2!    *  +                              !!           .0 .  .           !
 1975.3!       +     *                        !!           .  .  .0          !
 1975.4!        *     +                       !!          0.  .  .           !
 1976.1!           +         *                !!           .  .  .   0       !
 1976.2!                     +*               !!           .  0  .           !
 1976.3!                      +               !!           .  0  .           !
 1976.4!                  *   +               !!           0  .  .           !
 1977.1!         *         +                  !!       0   .  .  .           !
 1977.2!          * +                         !!           . 0.  .           !
 1977.3!            +*                        !!           .  0  .           !
 1977.4!               +  *                   !!           .  . 0.           !
 1978.1!          *        +                  !!        0  .  .  .           !
 1978.2!            +     *                   !!           .  .  .0          !
 1978.3!                 * +                  !!           .0 .  .           !
 1978.4!                 * +                  !!           . 0.  .           !
 1979.1!         *        +                   !!       0   .  .  .           !
 1979.2!          * +                         !!           . 0.  .           !
 1979.3!           * +                        !!           .0 .  .           !
 1979.4!   *          +                       !!       0   .  .  .           !
 1980.1!      * +                             !!           . 0.  .           !
 1980.2!     *    +                           !!          0.  .  .           !
 1980.3!      *  +                            !!           .0 .  .           !
 1980.4!      *  +                            !!           0  .  .           !
 1981.1!         +*                           !!           .  .0 .           !
 1981.2!            + *                       !!           .  .0 .           !
 1981.3!               +   *                  !!           .  .  0           !
 1981.4!            *      +                  !!         0 .  .  .           !
 1982.1!            * +                       !!           . 0.  .           !
 1982.2!           * +                        !!           . 0.  .           !
 1982.3!             + *                      !!           .  . 0.           !
 1982.4!              * +                     !!           . 0.  .           !
 1983.1!               +                      !!           .  0  .           !
 1983.2!              * +                     !!           . 0.  .           !
 1983.3!               +   *                  !!           .  .  0           !
 1983.4!              *   +                   !!           0  .  .           !
 1984.1!               +*                     !!           .  .0 .           !
 1984.2!                +          *          !!           .  .  .    0      !
 1984.3!                         +    *       !!           .  .  .0          !
 1984.4!                   *        +         !!        0  .  .  .           !
 1985.1!                  +                   !!           .  0  .           !
 1985.2!                 +     *              !!           .  .  0           !
 1985.3!                      + *             !!           .  .0 .           !
 1985.4!                  *    +              !!          0.  .  .           !
 1986.1!                  +       *           !!           .  .  .  0        !
 1986.2!                    *    +            !!          0.  .  .           !
 1986.3!                    + *               !!           .  .0 .           !
 1986.4!                   *  +               !!           .0 .  .           !
 1987.1!                    +        *        !!           .  .  .  0        !
 1987.2!                            +     *   !!           .  .  .0          !
 1987.3!                           *    +     !!           0  .  .           !
 1987.4!                        *  +          !!           .0 .  .           !
 1988.1!                     *  +             !!           .0 .  .           !
 1988.2!                 *    +               !!           0  .  .           !
 1988.3!                  +   *               !!           .  .  0           !
 1988.4!                       +     *        !!           .  .  .0          !
 1989.1!                        *   +         !!           .0 .  .           !
 1989.2!                      * +             !!           . 0.  .           !
 1989.3!                    * +               !!           . 0.  .           !
 1989.4!                     +   *            !!           .  .  0           !
 1990.1!                     *   +            !!           .0 .  .           !
 1990.2!                    * +               !!           . 0.  .           !
 1990.3!                      +  *            !!           .  .  0           !
 1990.4!                        * +           !!           . 0.  .           !
 1991.1!                         +            !!           .  0  .           !
 1991.2!                   *     +            !!          0.  .  .           !
 1991.3!                    +  *              !!           .  . 0.           !
 1991.4!                       +              !!           .  0  .           !
 1992.1!                    *   +             !!           .0 .  .           !
 1992.2!                     *+               !!           . 0.  .           !
 1992.3!                      +*              !!           .  .0 .           !
 1992.4!                 *      +             !!          0.  .  .           !
 1993.1!                   +  *               !!           .  . 0.           !
 1993.2!                      +*              !!           .  0  .           !
 1993.3!                       + *            !!           .  .0 .           !
 1993.4!                   *     +            !!          0.  .  .           !
 1994.1!                    +*                !!           .  .0 .           !
 1994.2!                      +   *           !!           .  .  0           !
 1994.3!                          +           !!           .  0  .           !
 1994.4!                        * +           !!           .0 .  .           !
 1995.1!                        +             !!           .  0  .           !
 1995.2!                         +  *         !!           .  . 0.           !
 1995.3!                           *+         !!           . 0.  .           !
 1995.4!                        *  +          !!           .0 .  .           !
 1996.1!                        +  *          !!           .  . 0.           !
 1996.2!                          *+          !!           . 0.  .           !
 1996.3!                          + *         !!           .  .0 .           !
 1996.4!                         *  +         !!           .0 .  .           !
 1997.1!                         +  *         !!           .  .0 .           !
 1997.2!                           +          !!           .  0  .           !
 1997.3!                          +    *      !!           .  .  0           !
 1997.4!                           *  +       !!           .0 .  .           !
 1998.1!                          +     *     !!           .  .  .0          !
 1998.2!                              +*      !!           .  0  .           !
 1998.3!                              +       !!           .  0  .           !
 1998.4!                             +        !!           .  0  .           !
 1999.1!                            + *       !!           .  .0 .           !
 1999.2!                             +*       !!           .  .0 .           !
 1999.3!                            *+        !!           .  0  .           !
 1999.4!                           *+         !!           .  0  .           !
 2000.1!                          +           !!           .  0  .           !
 2000.2!                         +   *        !!           .  .  0           !
 2000.3!                            +*        !!           .  0  .           !
 2000.4!                          *+          !!           . 0.  .           !
 2001.1!                         +  *         !!           .  . 0.           !
 2001.2!                          + *         !!           .  .0 .           !
 2001.3!                           +  *       !!           .  . 0.           !
 2001.4!                            +         !!           .  0  .           !
 2002.1!                           +*         !!           .  .0 .           !
 2002.2!                          +           !!           .  0  .           !
 2002.3!                          +   *       !!           .  .  0           !
 2002.4!                          * +         !!           . 0.  .           !
 2003.1!                          +   *       !!           .  .  0           !
 2003.2!                             +*       !!           .  0  .           !
 2003.3!                             +  *     !!           .  . 0.           !
 2003.4!                              *+      !!           . 0.  .           !
 2004.1!                             +  *     !!           .  . 0.           !
 2004.2!                               +*     !!           .  .0 .           !
 2004.3!                               +   *  !!           .  .  0           !
 2004.4!                                 *+   !!           . 0.  .           !
 2005.1!                                +   * !!           .  . 0.           !
 2005.2!                                * +   !!           . 0.  .           !
 2005.3!                               +*     !!           .  0  .           !
 2005.4!                              *+      !!           .  0  .           !
 2006.1!                              +*      !!           .  .0 .           !
 2006.2!                              + *     !!           .  .0 .           !
 2006.3!                               +*     !!           .  .0 .           !
 2006.4!                               +*     !!           .  0  .           !
 2007.1!                               +  *   !!           .  . 0.           !
 2007.2!                                 + *  !!           .  .0 .           !
 2007.3!                                  +   !!           .  0  .           !
 2007.4!                                *+    !!           . 0.  .           !
 2008.1!                               +   *  !!           .  .  0           !
 2008.2!                                  + * !!           .  .0 .           !
 2008.3!                                   + *!!           .  .0 .           !
 2008.4!                                  *+  !!           . 0.  .           !
 2009.1!                                +   * !!           .  . 0.           !
 2009.2!                                  + * !!           .  .0 .           !
 2009.3!                                   +  *!           .  . 0.           !
 2009.4!                                    + !!           .  0  .           !
 2010.1!                                   +* !!           .  .0 .           !
 2010.2!                                   +* !!           .  .0 .           !
 2010.3!                                  + * !!           .  . 0.           !
 2010.4!                                  *+  !!           .  0  .           !
 2011.1!                                 +   *!!           .  .  0           !
 2011.2!                                    +*!!           .  .0 .           !
 2011.3!                                   +  *!           .  . 0.           !
 2011.4!                                   *+ !!           .  0  .           !
 2012.1!                                  +  *!!           .  . 0.           !
 2012.2!                                   +* !!           .  .0 .           !
 2012.3!                                  +  *!!           .  . 0.           !
 2012.4!                                   +* !!           .  .0 .           !


     23.94 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDBE=PDPX$/BEPMM;                                                      
 GENR LAAPDBE=LOG(AAPDBE+.00001);                                             
 GENR LAPDBE=LOG(APDBE+.00001);                                               
 LHS AAPDBE=EXP(LAAPDBE)-.00001;                                              
  EQ  838 LAAPDBE C LAPDBE(-1) PPDBE;                                         
EQUATION 752  LAAPDBE  
   RHS     C  LAPDBE(-1)  PPDBE  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  752 PLOT=0;END;                                                     

Equation number =  752
**********************

Dependent variable = LAAPDBE 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.505678334

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.090254690       0.137587124   0.65598     1.000000
12665 LAPDBE  ( -1)       0.946986945       0.023923768  39.58352    -5.517985
12663 PPDBE   (  0)      -0.332062474       0.150178646  -2.21112     1.115673

SE of equation            =     0.161315004
Sum of squared residuals  =  3.20077126       0.109947607E-10
Average absolute error    =     0.116914951
Sum of ABS residuals      =  14.7312839    
R squared                 =   0.95561
Durbin-Watson statistic   =   2.28419
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!         +                            !!          .   0   .          !
 1981.4!         +  *                         !!          .   .   0          !
 1982.1!         *  +                         !!         0.   .   .          !
 1982.2!         +                            !!          .   0   .          !
 1982.3!      *  +                            !!         0.   .   .          !
 1982.4!    * +                               !!          .0  .   .          !
 1983.1*    +                                 !!     0    .   .   .          !
 1983.2+        *                             !!          .   .   .          0
 1983.3!        +                             !!          .   .0  .          !
 1983.4*       +                              !0          .   .   .          !
 1984.1+ *                                    !!          .   .   0          !
 1984.2! +      *                             !!          .   .   .       0  !
 1984.3!    *   +                             !!        0 .   .   .          !
 1984.4!  *+                                  !!          .0  .   .          !
 1985.1! +*                                   !!          .   .  0.          !
 1985.2!  +   *                               !!          .   .   .  0       !
 1985.3!     +  *                             !!          .   .   .0         !
 1985.4!     *  +                             !!        0 .   .   .          !
 1986.1!     +                                !!          .   0   .          !
 1986.2! *   +                                !!      0   .   .   .          !
 1986.3!  +*                                  !!          .   .  0.          !
 1986.4!    +                                 !!          .   0   .          !
 1987.1!     +*                               !!          .   .0  .          !
 1987.2!    *  +                              !!         0.   .   .          !
 1987.3!   * +                                !!          .0  .   .          !
 1987.4!    + *                               !!          .   .  0.          !
 1988.1!       +   *                          !!          .   .   . 0        !
 1988.2!        *   +                         !!        0 .   .   .          !
 1988.3!    *    +                            !!     0    .   .   .          !
 1988.4!     +     *                          !!          .   .   .     0    !
 1989.1!       *   +                          !!        0 .   .   .          !
 1989.2! *      +                             !!   0      .   .   .          !
 1989.3! *+                                   !!          . 0 .   .          !
 1989.4!  +*                                  !!          .   .0  .          !
 1990.1!    +*                                !!          .   . 0 .          !
 1990.2!      +*                              !!          .   .0  .          !
 1990.3!       *+                             !!          .  0.   .          !
 1990.4!         +   *                        !!          .   .   .  0       !
 1991.1!              +*                      !!          .   . 0 .          !
 1991.2!             *  +                     !!          0   .   .          !
 1991.3!           *  +                       !!         0.   .   .          !
 1991.4!            + *                       !!          .   .  0.          !
 1992.1!              *+                      !!          . 0 .   .          !
 1992.2!            *  +                      !!          0   .   .          !
 1992.3!              +*                      !!          .   . 0 .          !
 1992.4!             *  +                     !!         0.   .   .          !
 1993.1!              +                       !!          .   0   .          !
 1993.2!               +  *                   !!          .   .   . 0        !
 1993.3!              *   +                   !!      0   .   .   .          !
 1993.4!              +   *                   !!          .   .   .0         !
 1994.1!                  +                   !!          .   .0  .          !
 1994.2!              *   +                   !!       0  .   .   .          !
 1994.3!               +*                     !!          .   . 0 .          !
 1994.4!                *+                    !!          .  0.   .          !
 1995.1!                 + *                  !!          .   .   0          !
 1995.2!                  * +                 !!          .0  .   .          !
 1995.3!                   +                  !!          .   0   .          !
 1995.4!                   +*                 !!          .   0   .          !
 1996.1!                    +                 !!          .  0.   .          !
 1996.2!                    +                 !!          .   0   .          !
 1996.3!                    +*                !!          .   0   .          !
 1996.4!                    *+                !!          . 0 .   .          !
 1997.1!                 *  +                 !!         0.   .   .          !
 1997.2!                 +                    !!          .  0.   .          !
 1997.3!                *+                    !!          . 0 .   .          !
 1997.4!                 +  *                 !!          .   .   .0         !
 1998.1!                    +                 !!          .   .0  .          !
 1998.2!                    *+                !!          .   0   .          !
 1998.3!                    *+                !!          .  0.   .          !
 1998.4!                    +*                !!          .   0   .          !
 1999.1!                     + *              !!          .   .   0          !
 1999.2!                     * +              !!          .0  .   .          !
 1999.3!                    *+                !!          .  0.   .          !
 1999.4!                    + *               !!          .   .   0          !
 2000.1!                      +*              !!          .   . 0 .          !
 2000.2!                       +*             !!          .   . 0 .          !
 2000.3!                      *+              !!          . 0 .   .          !
 2000.4!                     + *              !!          .   . 0 .          !
 2001.1!                      +   *           !!          .   .   .  0       !
 2001.2!                         +            !!          .   0   .          !
 2001.3!                        + *           !!          .   .  0.          !
 2001.4!                         +*           !!          .   . 0 .          !
 2002.1!                         +*           !!          .   . 0 .          !
 2002.2!                          +           !!          .   .0  .          !
 2002.3!                          +*          !!          .   . 0 .          !
 2002.4!                           + *        !!          .   .   0          !
 2003.1!                             +        !!          .   .0  .          !
 2003.2!                             +        !!          .   .0  .          !
 2003.3!                             +        !!          .  0.   .          !
 2003.4!                             +   *    !!          .   .   . 0        !
 2004.1!                                *+    !!          .  0.   .          !
 2004.2!                               *+     !!          .  0.   .          !
 2004.3!                               +  *   !!          .   .   0          !
 2004.4!                                  +   !!          .   0   .          !
 2005.1!                                  +*  !!          .   . 0 .          !
 2005.2!                                 * +  !!          .0  .   .          !
 2005.3!                               * +    !!          .0  .   .          !
 2005.4!                               +*     !!          .   .0  .          !
 2006.1!                                +*    !!          .   . 0 .          !
 2006.2!                                 +    !!          .  0.   .          !
 2006.3!                                 +    !!          .   0   .          !
 2006.4!                                 +*   !!          .   .0  .          !
 2007.1!                                  + * !!          .   .   0          !
 2007.2!                                    + !!          .   0   .          !
 2007.3!                                 *  + !!         0.   .   .          !
 2007.4!                                 + *  !!          .   .  0.          !
 2008.1!                                   +  *!          .   .   .0         !
 2008.2!                                     *+!          .  0.   .          !
 2008.3!                                   *  +!         0.   .   .          !
 2008.4!                                 * +  !!          .0  .   .          !
 2009.1!                                 + *  !!          .   .   0          !
 2009.2!                                  *+  !!          .  0.   .          !
 2009.3!                                  +   !!          .   0   .          !
 2009.4!                                   +* !!          .   . 0 .          !
 2010.1!                                    + !!          .   0   .          !
 2010.2!                                   *+ !!          .  0.   .          !
 2010.3!                                  *+  !!          .  0.   .          !
 2010.4!                                  +*  !!          .   . 0 .          !
 2011.1!                                   +  !!          .   .0  .          !
 2011.2!                                   +  !!          .   0   .          !
 2011.3!                                  *+  !!          .0  .   .          !
 2011.4!                                 + *  !!          .   . 0 .          !
 2012.1!                                 * +  !!          . 0 .   .          !
 2012.2!                                 +    !!          .  0.   .          !
 2012.3!                                +     !!          .  0.   .          !
 2012.4!                                +*    !!          .   .  0.          !


     27.78 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
@@EQ  839 LAARUBE C LARUBE(-1) PRUBE;SMPL 1992.3 2012.4;OLS;EST  839 PLOT=0;EN
@@EQ  840 LAAUEBE C LAUEBE(-1) PUEBE;SMPL 1995.3 2012.4;OLS;EST  840 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PEGBE=EGPX$/BEPMM;                                                      
 GENR LAAEGBE=LOG(AAEGBE+.00001);                                             
 GENR LAEGBE=LOG(AEGBE+.00001);                                               
 LHS AAEGBE=EXP(LAAEGBE)-.00001;                                              
  EQ  841 LAAEGBE C LAEGBE(-1) PEGBE;                                         
EQUATION 753  LAAEGBE  
   RHS     C  LAEGBE(-1)  PEGBE  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  753 PLOT=0;END;                                                     

Equation number =  753
**********************

Dependent variable = LAAEGBE 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -7.604937311

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.381535112       0.552237446  -4.31252     1.000000
12668 LAEGBE  ( -1)       0.533309451       0.075075076   7.10368    -7.614812
12666 PEGBE   (  0)      -1.041837858       0.365144661  -2.85322     1.115673

SE of equation            =     0.450153213
Sum of squared residuals  =  24.9244635       0.126636479E-10
Average absolute error    =     0.347207000
Sum of ABS residuals      =  43.7480820    
R squared                 =   0.42245
Durbin-Watson statistic   =   2.20366
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3*               +                      !0         .    .    .         !
 1981.4!        +           *                 !!         .    .    .     0   !
 1982.1!       *           +                  !!  0      .    .    .         !
 1982.2!  *         +                         !!     0   .    .    .         !
 1982.3!         +        *                   !!         .    .    .  0      !
 1982.4!                 +                    !!         .   0.    .         !
 1983.1!                 +     *              !!         .    .    .0        !
 1983.2!                    +  *              !!         .    . 0  .         !
 1983.3!                   +   *              !!         .    .  0 .         !
 1983.4!                   +    *             !!         .    .    0         !
 1984.1!                 *  +                 !!         .  0 .    .         !
 1984.2!                +         *           !!         .    .    .   0     !
 1984.3!                     +           *    !!         .    .    .     0   !
 1984.4!                  *     +             !!         0    .    .         !
 1985.1!               +    *                 !!         .    .    0         !
 1985.2!                 +         *          !!         .    .    .   0     !
 1985.3!                 *    +               !!         .0   .    .         !
 1985.4!                  +    *              !!         .    .    0         !
 1986.1!            *        +                !!     0   .    .    .         !
 1986.2!               +       *              !!         .    .    . 0       !
 1986.3!                     +   *            !!         .    .   0.         !
 1986.4!                *      +              !!        0.    .    .         !
 1987.1!                *  +                  !!         . 0  .    .         !
 1987.2!                   +           *      !!         .    .    .     0   !
 1987.3!                    *      +          !!       0 .    .    .         !
 1987.4!                      +   *           !!         .    .   0.         !
 1988.1!                        +             !!         .    0    .         !
 1988.2!                     * +              !!         .  0 .    .         !
 1988.3!                   * +                !!         .   0.    .         !
 1988.4!                    +  *              !!         .    .  0 .         !
 1989.1!                      +  *            !!         .    .  0 .         !
 1989.2!                       + *            !!         .    . 0  .         !
 1989.3!                     * +              !!         .  0 .    .         !
 1989.4!                     + *              !!         .    . 0  .         !
 1990.1!                    *  +              !!         . 0  .    .         !
 1990.2!                     +                !!         .    0    .         !
 1990.3!                      +*              !!         .    .0   .         !
 1990.4!                        *+            !!         .    0    .         !
 1991.1!                      *  +            !!         . 0  .    .         !
 1991.2!                    * +               !!         .  0 .    .         !
 1991.3!               *     +                !!        0.    .    .         !
 1991.4!                   + *                !!         .    .0   .         !
 1992.1!                      + *             !!         .    . 0  .         !
 1992.2!                      * +             !!         .  0 .    .         !
 1992.3!                   *    +             !!         0    .    .         !
 1992.4!                *    +                !!         0    .    .         !
 1993.1!            *      +                  !!       0 .    .    .         !
 1993.2!             *   +                    !!         .0   .    .         !
 1993.3!               *  +                   !!         .  0 .    .         !
 1993.4!                   +       *          !!         .    .    .  0      !
 1994.1!                *       +             !!      0  .    .    .         !
 1994.2!                   +       *          !!         .    .    .  0      !
 1994.3!                      *   +           !!         . 0  .    .         !
 1994.4!                       +*             !!         .    .0   .         !
 1995.1!                        +       *     !!         .    .    .  0      !
 1995.2!                            *+        !!         .    0    .         !
 1995.3!                        * +           !!         .  0 .    .         !
 1995.4!                    *   +             !!         .0   .    .         !
 1996.1!                *     +               !!         0    .    .         !
 1996.2!                    +                 !!         .    0    .         !
 1996.3!               *      +               !!        0.    .    .         !
 1996.4!                   +                  !!         .   0.    .         !
 1997.1!                    *+                !!         .    0    .         !
 1997.2!                    *+                !!         .   0.    .         !
 1997.3!                  *  +                !!         .  0 .    .         !
 1997.4!                  * +                 !!         .  0 .    .         !
 1998.1!                  *+                  !!         .   0.    .         !
 1998.2!                   *+                 !!         .    0    .         !
 1998.3!                   *+                 !!         .   0.    .         !
 1998.4!                    *+                !!         .   0.    .         !
 1999.1!          *          +                !!    0    .    .    .         !
 1999.2!         *     +                      !!        0.    .    .         !
 1999.3!              *+                      !!         .   0.    .         !
 1999.4!            *    +                    !!         0    .    .         !
 2000.1!                +  *                  !!         .    . 0  .         !
 2000.2!              *    +                  !!         .0   .    .         !
 2000.3!                +                     !!         .    0    .         !
 2000.4!                 +          *         !!         .    .    .     0   !
 2001.1!                 *      +             !!       0 .    .    .         !
 2001.2!       *         +                    !!    0    .    .    .         !
 2001.3!         *  +                         !!         . 0  .    .         !
 2001.4!             +*                       !!         .    .0   .         !
 2002.1!             *  +                     !!         . 0  .    .         !
 2002.2!              * +                     !!         .   0.    .         !
 2002.3!           *     +                    !!         0    .    .         !
 2002.4!               *+                     !!         .   0.    .         !
 2003.1!                 *+                   !!         .   0.    .         !
 2003.2!                    + *               !!         .    . 0  .         !
 2003.3!                      +*              !!         .    0    .         !
 2003.4!                   *   +              !!         .0   .    .         !
 2004.1!               *      +               !!        0.    .    .         !
 2004.2!                   +                  !!         .    0    .         !
 2004.3!                    * +               !!         .   0.    .         !
 2004.4!                       + *            !!         .    . 0  .         !
 2005.1!                         +  *         !!         .    .  0 .         !
 2005.2!                       *   +          !!         .0   .    .         !
 2005.3!                       +    *         !!         .    .    0         !
 2005.4!                   *      +           !!       0 .    .    .         !
 2006.1!                     +*               !!         .    .0   .         !
 2006.2!                       +     *        !!         .    .    0         !
 2006.3!                   *       +          !!       0 .    .    .         !
 2006.4!                      +  *            !!         .    .  0 .         !
 2007.1!                         +            !!         .    0    .         !
 2007.2!                         +     *      !!         .    .    0         !
 2007.3!                        *   +         !!         .0   .    .         !
 2007.4!                         + *          !!         .    .0   .         !
 2008.1!                           +       *  !!         .    .    .  0      !
 2008.2!                                +    *!!         .    .    0         !
 2008.3!                                +*    !!         .    0    .         !
 2008.4!                           * +        !!         .  0 .    .         !
 2009.1!                          +         * !!         .    .    .    0    !
 2009.2!                               +*     !!         .    .0   .         !
 2009.3!                             +    *   !!         .    .   0.         !
 2009.4!                              + *     !!         .    . 0  .         !
 2010.1!                           * +        !!         .  0 .    .         !
 2010.2!                          +  *        !!         .    .  0 .         !
 2010.3!                           +*         !!         .    .0   .         !
 2010.4!                          +         * !!         .    .    .   0     !
 2011.1!                             * +      !!         .   0.    .         !
 2011.2!                           +         *!!         .    .    .   0     !
 2011.3!                               +      *!         .    .    .0        !
 2011.4!                              * +     !!         .  0 .    .         !
 2012.1!                           +    *     !!         .    .   0.         !
 2012.2!                            +  *      !!         .    .  0 .         !
 2012.3!                           +*         !!         .    .0   .         !
 2012.4!                          +   *       !!         .    .   0.         !


     30.95 percent of the residuals exceed 1 SE
      4.76 percent of the residuals exceed 2 SE
@EQ   842 LAAISBE C LAISBE(-1) PISBE;SMPL 1966.1 2012.4;OLS;EST  842 PLOT=0;EN
@EQ   843 LAAKEBE C LAKEBE(-1) PKEBE;SMPL 1966.1 2012.4;OLS;EST  843 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBABE=BAPX$/BEPMM;                                                      
 GENR LAABABE=LOG(AABABE+.00001);                                             
 GENR LABABE=LOG(ABABE+.00001);                                               
 LHS AABABE=EXP(LAABABE)-.00001;                                              
  EQ  844 LAABABE C LABABE(-1) PBABE;                                         
EQUATION 754  LAABABE  
   RHS     C  LABABE(-1)  PBABE  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  754 PLOT=0;END;                                                     

Equation number =  754
**********************

Dependent variable = LAABABE 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -7.531227324

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.863173231       0.231376705  -3.73060     1.000000
12671 LABABE  ( -1)       0.835627369       0.037322370  22.38945    -7.536060
12669 PBABE   (  0)      -0.264191719       0.066324177  -3.98334     1.403209

SE of equation            =     0.246680189
Sum of squared residuals  =  9.67532736       0.491153784E-10
Average absolute error    =     0.185179471
Sum of ABS residuals      =  29.9990743    
R squared                 =   0.87647
Durbin-Watson statistic   =   2.12754
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!                     +  *             !!         .    .  0 .         !
 1972.4!                     +*               !!         .    .0   .         !
 1973.1!                     +   *            !!         .    .    . 0       !
 1973.2!                       +   *          !!         .    .    .0        !
 1973.3!                    *    +            !!      0  .    .    .         !
 1973.4!           *       +                  !!  0      .    .    .         !
 1974.1!     *     +                          !!      0  .    .    .         !
 1974.2!      +     *                         !!         .    .    .   0     !
 1974.3!            +  *                      !!         .    .   0.         !
 1974.4!             *+                       !!         .   0.    .         !
 1975.1!             +                        !!         .    0    .         !
 1975.2!       *     +                        !!     0   .    .    .         !
 1975.3!*      +                              !!  0      .    .    .         !
 1975.4! +   *                                !!         .    .    .0        !
 1976.1!      + *                             !!         .    .  0 .         !
 1976.2!        +   *                         !!         .    .    . 0       !
 1976.3!            +*                        !!         .    . 0  .         !
 1976.4!        *   +                         !!        0.    .    .         !
 1977.1!         +   *                        !!         .    .    . 0       !
 1977.2!           * +                        !!         .  0 .    .         !
 1977.3!       *   +                          !!        0.    .    .         !
 1977.4!        + *                           !!         .    .  0 .         !
 1978.1!          +  *                        !!         .    .    0         !
 1978.2!       *     +                        !!    0    .    .    .         !
 1978.3*       +                              !! 0       .    .    .         !
 1978.4!  +  *                                !!         .    .    .0        !
 1979.1!       +                              !!         .    0    .         !
 1979.2!        +   *                         !!         .    .    .0        !
 1979.3!      *     +                         !!     0   .    .    .         !
 1979.4!       + *                            !!         .    .  0 .         !
 1980.1!         + *                          !!         .    . 0  .         !
 1980.2!          *+                          !!         .    0    .         !
 1980.3!           + *                        !!         .    .  0 .         !
 1980.4!         *   +                        !!       0 .    .    .         !
 1981.1!       *  +                           !!         0    .    .         !
 1981.2!       * +                            !!         .  0 .    .         !
 1981.3!        *+                            !!         .  0 .    .         !
 1981.4!         *+                           !!         .   0.    .         !
 1982.1!           *+                         !!         .   0.    .         !
 1982.2!           *+                         !!         . 0  .    .         !
 1982.3!            + *                       !!         .    . 0  .         !
 1982.4!               +     *                !!         .    .    .   0     !
 1983.1!                 *   +                !!       0 .    .    .         !
 1983.2!                 +   *                !!         .    .    .0        !
 1983.3!                    *+                !!         .   0.    .         !
 1983.4!                    + *               !!         .    .   0.         !
 1984.1!                 *   +                !!         0    .    .         !
 1984.2!                +  *                  !!         .    .    0         !
 1984.3!                  +     *             !!         .    .    .    0    !
 1984.4!                    +     *           !!         .    .    .    0    !
 1985.1!                     +  *             !!         .    .    .0        !
 1985.2!                 * +                  !!         .0   .    .         !
 1985.3!         *      +                     !!   0     .    .    .         !
 1985.4!          +    *                      !!         .    .    . 0       !
 1986.1!                +*                    !!         .    . 0  .         !
 1986.2!                * +                   !!         . 0  .    .         !
 1986.3!                 +*                   !!         .    . 0  .         !
 1986.4!                   +  *               !!         .    .   0.         !
 1987.1!              *       +               !!0        .    .    .         !
 1987.2!                +*                    !!         .    . 0  .         !
 1987.3!                 *+                   !!         . 0  .    .         !
 1987.4!              *   +                   !!       0 .    .    .         !
 1988.1!               *+                     !!         .   0.    .         !
 1988.2!              *  +                    !!         .0   .    .         !
 1988.3!             *  +                     !!         .0   .    .         !
 1988.4!               +     *                !!         .    .    .   0     !
 1989.1!                  *  +                !!         0    .    .         !
 1989.2!         *         +                  !0         .    .    .         !
 1989.3!           *+                         !!         .  0 .    .         !
 1989.4!             +*                       !!         .    . 0  .         !
 1990.1!                +*                    !!         .    0    .         !
 1990.2!                 *+                   !!         .  0 .    .         !
 1990.3!                   +                  !!         .    .0   .         !
 1990.4!                    *+                !!         .  0 .    .         !
 1991.1!                   *  +               !!         .0   .    .         !
 1991.2!                     +                !!         .    0    .         !
 1991.3!                      +*              !!         .    . 0  .         !
 1991.4!                        + *           !!         .    . 0  .         !
 1992.1!                 *        +           !0         .    .    .         !
 1992.2!                   +   *              !!         .    .    .0        !
 1992.3!                      * +             !!         .0   .    .         !
 1992.4!                       + *            !!         .    . 0  .         !
 1993.1!                        *+            !!         .  0 .    .         !
 1993.2!                         +            !!         .    0    .         !
 1993.3!                          +           !!         .    0    .         !
 1993.4!                          +   *       !!         .    .    .0        !
 1994.1!                         *   +        !!       0 .    .    .         !
 1994.2!                         +*           !!         .    .0   .         !
 1994.3!                           +*         !!         .    . 0  .         !
 1994.4!                            +*        !!         .    .0   .         !
 1995.1!                            *+        !!         .   0.    .         !
 1995.2!                         *   +        !!         0    .    .         !
 1995.3!                          +*          !!         .    . 0  .         !
 1995.4!                            +   *     !!         .    .    . 0       !
 1996.1!                              * +     !!         . 0  .    .         !
 1996.2!                              +       !!         .    0    .         !
 1996.3!                             +    *   !!         .    .    . 0       !
 1996.4!                                 +    !!         .    0    .         !
 1997.1!                              * +     !!         .  0 .    .         !
 1997.2!                              +       !!         .    0    .         !
 1997.3!                             +*       !!         .    0    .         !
 1997.4!                             +*       !!         .    .0   .         !
 1998.1!                            *+        !!         . 0  .    .         !
 1998.2!                            +*        !!         .    . 0  .         !
 1998.3!                             +*       !!         .    . 0  .         !
 1998.4!                             *+       !!         .  0 .    .         !
 1999.1!                           *+         !!         . 0  .    .         !
 1999.2!                           +          !!         .    0    .         !
 1999.3!                           +   *      !!         .    .    . 0       !
 1999.4!                             *+       !!         .  0 .    .         !
 2000.1!                             +        !!         .    0    .         !
 2000.2!                            +         !!         .    .0   .         !
 2000.3!                            + *       !!         .    .   0.         !
 2000.4!                             +        !!         .    0    .         !
 2001.1!                             +*       !!         .    . 0  .         !
 2001.2!                             +*       !!         .    . 0  .         !
 2001.3!                             +*       !!         .    .0   .         !
 2001.4!                            *+        !!         .  0 .    .         !
 2002.1!                          * +         !!         .  0 .    .         !
 2002.2!                          +  *        !!         .    .    0         !
 2002.3!                             +*       !!         .    .  0 .         !
 2002.4!                              +       !!         .    .0   .         !
 2003.1!                              +       !!         .    0    .         !
 2003.2!                              +*      !!         .    . 0  .         !
 2003.3!                               +      !!         .    .0   .         !
 2003.4!                              *+      !!         .   0.    .         !
 2004.1!                              +  *    !!         .    .   0.         !
 2004.2!                             *  +     !!         0    .    .         !
 2004.3!                             +        !!         .    0    .         !
 2004.4!                              +*      !!         .    . 0  .         !
 2005.1!                               +      !!         .    .0   .         !
 2005.2!                               +*     !!         .    .0   .         !
 2005.3!                            *  +      !!        0.    .    .         !
 2005.4!                            +         !!         .    .0   .         !
 2006.1!                            +         *!         .    .    .         0
 2006.2!                                    *+!!         .  0 .    .         !
 2006.3!                               *   +  !!        0.    .    .         !
 2006.4!                               +      !!         .   0.    .         !
 2007.1!                               +   *  !!         .    .    .  0      !
 2007.2!                                   +  *!         .    .    0         !
 2007.3!                               *     +!!     0   .    .    .         !
 2007.4!                               +     *!!         .    .    .   0     !
 2008.1!                               *    + !!       0 .    .    .         !
 2008.2!                              *+      !!         .  0 .    .         !
 2008.3!                              +       !!         .   0.    .         !
 2008.4!                              +       !!         .    .0   .         !
 2009.1!                              +  *    !!         .    .   0.         !
 2009.2!                              *  +    !!         0    .    .         !
 2009.3!                              +       !!         .    0    .         !
 2009.4!                              +       !!         .    .0   .         !
 2010.1!                            * +       !!         .0   .    .         !
 2010.2!                            + *       !!         .    .  0 .         !
 2010.3!                              +       !!         .    .0   .         !
 2010.4!                              + *     !!         .    .  0 .         !
 2011.1!                                + *   !!         .    .  0 .         !
 2011.2!                                 + *  !!         .    . 0  .         !
 2011.3!                                  +  *!!         .    .    0         !
 2011.4!                                   *+ !!         .   0.    .         !
 2012.1!                                * +   !!         .0   .    .         !
 2012.2!                               + *    !!         .    .  0 .         !
 2012.3!                                +  *  !!         .    .   0.         !
 2012.4!                                  +   !!         .    0    .         !


     29.63 percent of the residuals exceed 1 SE
      4.94 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKBE=HKPX$/BEPMM;                                                      
 GENR LAAHKBE=LOG(AAHKBE+.00001);                                             
 GENR LAHKBE=LOG(AHKBE+.00001);                                               
 LHS AAHKBE=EXP(LAAHKBE)-.00001;                                              
  EQ  845 LAAHKBE C LAHKBE(-1) PHKBE;                                         
EQUATION 755  LAAHKBE  
   RHS     C  LAHKBE(-1)  PHKBE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  755 PLOT=0;END;                                                     

Equation number =  755
**********************

Dependent variable = LAAHKBE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.725491992

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.353944342       0.112857401  -3.13621     1.000000
12674 LAHKBE  ( -1)       0.909432923       0.025648534  35.45750    -5.734919
12672 PHKBE   (  0)      -0.101716430       0.032981007  -3.08409     1.533911

SE of equation            =     0.156034118
Sum of squared residuals  =  4.50412952       0.511182208E-10
Average absolute error    =     0.107731531
Sum of ABS residuals      =  20.2535278    
R squared                 =   0.95176
Durbin-Watson statistic   =   2.65267
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1! *    +                               !!         0 .  .  .           !
 1966.2!  +  *                                !!           .  .  .0          !
 1966.3!    *+                                !!           .0 .  .           !
 1966.4!    +                                 !!           . 0.  .           !
 1967.1!    +           *                     !!           .  .  .           0
 1967.2!          *     +                     !!       0   .  .  .           !
 1967.3!          +                           !!           .  0  .           !
 1967.4!          +        *                  !!           .  .  .      0    !
 1968.1!          *       +                   !!     0     .  .  .           !
 1968.2!          +   *                       !!           .  .  . 0         !
 1968.3!            *+                        !!           . 0.  .           !
 1968.4!            +     *                   !!           .  .  .    0      !
 1969.1!        *        +                    !!   0       .  .  .           !
 1969.2!        +      *                      !!           .  .  .    0      !
 1969.3!              +  *                    !!           .  .  .0          !
 1969.4!               *+                     !!           . 0.  .           !
 1970.1!          *   +                       !!         0 .  .  .           !
 1970.2!         *+                           !!           . 0.  .           !
 1970.3!         +  *                         !!           .  .  .0          !
 1970.4!           + *                        !!           .  . 0.           !
 1971.1!          * +                         !!           .0 .  .           !
 1971.2!          +    *                      !!           .  .  .   0       !
 1971.3!           *   +                      !!         0 .  .  .           !
 1971.4!        * +                           !!           0  .  .           !
 1972.1!        +   *                         !!           .  .  . 0         !
 1972.2!         *  +                         !!          0.  .  .           !
 1972.3!        +*                            !!           .  .0 .           !
 1972.4!         +                            !!           .  0  .           !
 1973.1!*       +                             !!   0       .  .  .           !
 1973.2*+                                     !!           . 0.  .           !
 1973.3!+  *                                  !!           .  .  .0          !
 1973.4!  + *                                 !!           .  .0 .           !
 1974.1! * +                                  !!           .0 .  .           !
 1974.2* +                                    !!           .0 .  .           !
 1974.3+*                                     !!           .  .0 .           !
 1974.4!+                                     !!           . 0.  .           !
 1975.1!  +     *                             !!           .  .  .   0       !
 1975.2!         +                            !!           . 0.  .           !
 1975.3!         *+                           !!           . 0.  .           !
 1975.4!        * +                           !!           0  .  .           !
 1976.1!         +*                           !!           .  0  .           !
 1976.2!          *+                          !!           . 0.  .           !
 1976.3!          *+                          !!           . 0.  .           !
 1976.4!           +*                         !!           .  .0 .           !
 1977.1!          *  +                        !!          0.  .  .           !
 1977.2!           +                          !!           .  .0 .           !
 1977.3!            +                         !!           .  0  .           !
 1977.4!            *+                        !!           . 0.  .           !
 1978.1!           * +                        !!           0  .  .           !
 1978.2!            +*                        !!           .  .0 .           !
 1978.3!             * +                      !!           .0 .  .           !
 1978.4!              +                       !!           . 0.  .           !
 1979.1!               +   *                  !!           .  .  . 0         !
 1979.2!                  * +                 !!           .0 .  .           !
 1979.3!                 * +                  !!           0  .  .           !
 1979.4!                * +                   !!           .0 .  .           !
 1980.1!                *+                    !!           . 0.  .           !
 1980.2!                 +                    !!           .  0  .           !
 1980.3!               *  +                   !!         0 .  .  .           !
 1980.4!                +   *                 !!           .  .  . 0         !
 1981.1!                *   +                 !!         0 .  .  .           !
 1981.2!            *    +                    !!       0   .  .  .           !
 1981.3!             +*                       !!           .  .0 .           !
 1981.4!              *+                      !!           . 0.  .           !
 1982.1!              *+                      !!           . 0.  .           !
 1982.2!           *   +                      !!          0.  .  .           !
 1982.3!            +  *                      !!           .  .  0           !
 1982.4!              * +                     !!           .0 .  .           !
 1983.1!         *      +                     !!      0    .  .  .           !
 1983.2!           +                          !!           .  .0 .           !
 1983.3!            *+                        !!           . 0.  .           !
 1983.4!           * +                        !!           0  .  .           !
 1984.1!           *+                         !!           . 0.  .           !
 1984.2!            +                         !!           .  0  .           !
 1984.3!            *+                        !!           . 0.  .           !
 1984.4!          *  +                        !!          0.  .  .           !
 1985.1!           + *                        !!           .  . 0.           !
 1985.2!            * +                       !!           .0 .  .           !
 1985.3!          *  +                        !!          0.  .  .           !
 1985.4!           +  *                       !!           .  .  .0          !
 1986.1!             * +                      !!           0  .  .           !
 1986.2!              +*                      !!           .  .0 .           !
 1986.3!                +                     !!           .  0  .           !
 1986.4!                 +  *                 !!           .  .  .0          !
 1987.1!                     +*               !!           .  .0 .           !
 1987.2!                      *+              !!           . 0.  .           !
 1987.3!                       +              !!           .  .0 .           !
 1987.4!                        +*            !!           .  .0 .           !
 1988.1!                         + *          !!           .  . 0.           !
 1988.2!                          * +         !!           .0 .  .           !
 1988.3!                          +           !!           .  0  .           !
 1988.4!                          +           !!           . 0.  .           !
 1989.1!                          +           !!           .  .0 .           !
 1989.2!                           +*         !!           .  . 0.           !
 1989.3!                           *+         !!           .0 .  .           !
 1989.4!                           +*         !!           .  . 0.           !
 1990.1!                         *   +        !!          0.  .  .           !
 1990.2!                          +*          !!           .  . 0.           !
 1990.3!                           + *        !!           .  .0 .           !
 1990.4!                             +  *     !!           .  .  .0          !
 1991.1!                                +     !!           .  0  .           !
 1991.2!                               +      !!           .  0  .           !
 1991.3!                               +      !!           .  0  .           !
 1991.4!                               +*     !!           .  . 0.           !
 1992.1!                                +*    !!           .  .0 .           !
 1992.2!                                *+    !!           . 0.  .           !
 1992.3!                                +*    !!           .  .0 .           !
 1992.4!                                 + *  !!           .  .  0           !
 1993.1!                                   + *!!           .  .  0           !
 1993.2!                                    *+!!           . 0.  .           !
 1993.3!                                    +*!!           .  . 0.           !
 1993.4!                                    + *!           .  . 0.           !
 1994.1!                                   * +!!           .0 .  .           !
 1994.2!                                   +  !!           .  0  .           !
 1994.3!                                   +* !!           .  .0 .           !
 1994.4!                                   +  !!           .  0  .           !
 1995.1!                                  *+  !!           . 0.  .           !
 1995.2!                                  +   !!           .  0  .           !
 1995.3!                                 +  * !!           .  .  0           !
 1995.4!                                    + !!           .  .0 .           !
 1996.1!                                   +  !!           .  0  .           !
 1996.2!                                   +* !!           .  . 0.           !
 1996.3!                                   *+ !!           .  0  .           !
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 1997.2!                                   +  !!           .  .0 .           !
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 1998.4!                               +      !!           .  0  .           !
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 1999.4!                                +   * !!           .  .  . 0         !
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 2000.4!                                 + *  !!           .  .  0           !
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 2002.2!                                * +   !!           .0 .  .           !
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 2003.4!                                 + *  !!           .  . 0.           !
 2004.1!                                   +  !!           .  0  .           !
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 2004.3!                                   +  !!           . 0.  .           !
 2004.4!                                   +* !!           .  . 0.           !
 2005.1!                                   *+ !!           . 0.  .           !
 2005.2!                                   + *!!           .  . 0.           !
 2005.3!                                    *+!!           . 0.  .           !
 2005.4!                                   + *!!           .  . 0.           !
 2006.1!                                    *+!!           . 0.  .           !
 2006.2!                                   + *!!           .  . 0.           !
 2006.3!                                     +!!           .  0  .           !
 2006.4!                                   *+ !!           .0 .  .           !
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 2007.2!                                 * +  !!           .0 .  .           !
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 2007.4!                                +  *  !!           .  .  0           !
 2008.1!                                  *+  !!           . 0.  .           !
 2008.2!                                  *+  !!           . 0.  .           !
 2008.3!                                  +*  !!           .  .0 .           !
 2008.4!                                 * +  !!           .0 .  .           !
 2009.1!                                 + *  !!           .  . 0.           !
 2009.2!                                   +* !!           .  . 0.           !
 2009.3!                                 *  + !!          0.  .  .           !
 2009.4!                                 +    !!           . 0.  .           !
 2010.1!                                *+    !!           . 0.  .           !
 2010.2!                               * +    !!           .0 .  .           !
 2010.3!                               +    * !!           .  .  .  0        !
 2010.4!                                   *+ !!           . 0.  .           !
 2011.1!                                   +* !!           .  .0 .           !
 2011.2!                                    + !!           . 0.  .           !
 2011.3!                                    + !!           .  .0 .           !
 2011.4!                                    +*!!           .  .0 .           !
 2012.1!                                    +*!!           .  0  .           !
 2012.2!                                     +!!           .  0  .           !
 2012.3!                                    + !!           .  0  .           !
 2012.4!                                   *+ !!           . 0.  .           !


     21.28 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIBE=SIPX$/BEPMM;                                                      
 GENR LAASIBE=LOG(AASIBE+.00001);                                             
 GENR LASIBE=LOG(ASIBE+.00001);                                               
 LHS AASIBE=EXP(LAASIBE)-.00001;                                              
  EQ  846 LAASIBE C LASIBE(-1) PSIBE;                                         
EQUATION 756  LAASIBE  
   RHS     C  LASIBE(-1)  PSIBE  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST  756 PLOT=0;END;                                                     

Equation number =  756
**********************

Dependent variable = LAASIBE 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -6.394512741

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.369909674       0.124513024  -2.97085     1.000000
12677 LASIBE  ( -1)       0.865519654       0.033672526  25.70403    -6.412637
12675 PSIBE   (  0)      -0.315795228       0.083865310  -3.76550     1.502047

SE of equation            =     0.213729134
Sum of squared residuals  =  7.99402497      -0.823696666E-11
Average absolute error    =     0.147402702
Sum of ABS residuals      =  26.2376810    
R squared                 =   0.95147
Durbin-Watson statistic   =   2.67593
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3! +*                                   !!          .   . 0 .          !
 1968.4!   +*                                 !!          .   . 0 .          !
 1969.1!    +                                 !!          .   .0  .          !
 1969.2!    +                                 !!          .   .0  .          !
 1969.3!    +                                 !!          .   0   .          !
 1969.4!   *+                                 !!          .  0.   .          !
 1970.1!  *+                                  !!          .  0.   .          !
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 1970.3*+                                     !!          . 0 .   .          !
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 1971.4!*+                                    !!          . 0 .   .          !
 1972.1! +     *                              !!          .   .   .     0    !
 1972.2!    *   +                             !!        0 .   .   .          !
 1972.3!    *+                                !!          .  0.   .          !
 1972.4!   * +                                !!          .0  .   .          !
 1973.1!    +  *                              !!          .   .   0          !
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 1973.4!  *        +                          !!0         .   .   .          !
 1974.1!   +*                                 !!          .   . 0 .          !
 1974.2!   * +                                !!          0   .   .          !
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 1974.4!*        +                            !0          .   .   .          !
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 1977.4!   *    +                             !!      0   .   .   .          !
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 1978.2!     * +                              !!          . 0 .   .          !
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 1978.4!        +                             !!          .   0   .          !
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 1979.2!         +*                           !!          .   .0  .          !
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 1980.2!         *+                           !!          .  0.   .          !
 1980.3!         +                            !!          .   0   .          !
 1980.4!         + *                          !!          .   .   0          !
 1981.1!          +    *                      !!          .   .   .   0      !
 1981.2!         *   +                        !!       0  .   .   .          !
 1981.3!       +*                             !!          .   . 0 .          !
 1981.4!        +*                            !!          .   . 0 .          !
 1982.1!        +*                            !!          .   .0  .          !
 1982.2!        +                             !!          .   0   .          !
 1982.3!       +*                             !!          .   . 0 .          !
 1982.4!        +  *                          !!          .   .   .0         !
 1983.1!         *+                           !!          . 0 .   .          !
 1983.2!        +*                            !!          .   . 0 .          !
 1983.3!        +*                            !!          .   0   .          !
 1983.4!        +                             !!          .   .0  .          !
 1984.1!        + *                           !!          .   .   0          !
 1984.2!          +*                          !!          .   . 0 .          !
 1984.3!         *+                           !!          .  0.   .          !
 1984.4!        +                             !!          .   0   .          !
 1985.1!        +        *                    !!          .   .   .         0!
 1985.2!         *     +                      !!    0     .   .   .          !
 1985.3!         +*                           !!          .   . 0 .          !
 1985.4!        * +                           !!          .0  .   .          !
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 1986.3!            +                         !!          .  0.   .          !
 1986.4!             + *                      !!          .   .   0          !
 1987.1!               *+                     !!          . 0 .   .          !
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 1987.3!               +                      !!          .  0.   .          !
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 1990.1!                     +                !!          .   0   .          !
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 1990.3!                     +                !!          .   0   .          !
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 1991.4!                   +*                 !!          .   .0  .          !
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 1992.2!                    +                 !!          .   0   .          !
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 1992.4!                     +*               !!          .   .0  .          !
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 1993.2!                     +                !!          .   .0  .          !
 1993.3!                     +*               !!          .   .0  .          !
 1993.4!                      + *             !!          .   .   0          !
 1994.1!                       *+             !!          .  0.   .          !
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 1994.3!                       +              !!          .   0   .          !
 1994.4!                     * +              !!          . 0 .   .          !
 1995.1!                    *+                !!          . 0 .   .          !
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 1995.3!                    +*                !!          .   .0  .          !
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 1997.1!                 *   +                !!        0 .   .   .          !
 1997.2!                  +                   !!          .   .0  .          !
 1997.3!                   +  *               !!          .   .   .0         !
 1997.4!                    * +               !!          0   .   .          !
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 1998.2!                     +  *             !!          .   .   0          !
 1998.3!                      * +             !!          .0  .   .          !
 1998.4!                     * +              !!          .0  .   .          !
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 1999.2!                     *  +             !!          0   .   .          !
 1999.3!                      +   *           !!          .   .   .  0       !
 1999.4!                          + *         !!          .   .   0          !
 2000.1!                         * +          !!          0   .   .          !
 2000.2!                        + *           !!          .   .  0.          !
 2000.3!                        *+            !!          . 0 .   .          !
 2000.4!                        +*            !!          .   .  0.          !
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 2001.2!                      * +             !!          .0  .   .          !
 2001.3!                      +  *            !!          .   .   .0         !
 2001.4!                         +*           !!          .   . 0 .          !
 2002.1!                          +           !!          .  0.   .          !
 2002.2!                       * +            !!          0   .   .          !
 2002.3!                       +*             !!          .   .0  .          !
 2002.4!                        +             !!          .   0   .          !
 2003.1!                        *+            !!          .  0.   .          !
 2003.2!                       *+             !!          .0  .   .          !
 2003.3!                       +              !!          .  0.   .          !
 2003.4!                     *  +             !!          0   .   .          !
 2004.1!                      +*              !!          .   .0  .          !
 2004.2!                      * +             !!          .0  .   .          !
 2004.3!                     * +              !!          0   .   .          !
 2004.4!                      +*              !!          .   . 0 .          !
 2005.1!                       *+             !!          . 0 .   .          !
 2005.2!                    *   +             !!        0 .   .   .          !
 2005.3!                      +*              !!          .   . 0 .          !
 2005.4!                        +*            !!          .   . 0 .          !
 2006.1!                         +            !!          .  0.   .          !
 2006.2!                         +*           !!          .   . 0 .          !
 2006.3!                           +*         !!          .   . 0 .          !
 2006.4!                          * +         !!          0   .   .          !
 2007.1!                           +          !!          .   0   .          !
 2007.2!                           +          !!          .  0.   .          !
 2007.3!                           +  *       !!          .   .   0          !
 2007.4!                          *   +       !!        0 .   .   .          !
 2008.1!                           +  *       !!          .   .   0          !
 2008.2!                            * +       !!          . 0 .   .          !
 2008.3!                             +*       !!          .   . 0 .          !
 2008.4!                            * +       !!          .0  .   .          !
 2009.1!                            +     *   !!          .   .   .   0      !
 2009.2!                                 +    !!          .  0.   .          !
 2009.3!                                 + *  !!          .   .   0          !
 2009.4!                                  *+  !!          . 0 .   .          !
 2010.1!                                 +*   !!          .   0   .          !
 2010.2!                                 +   *!!          .   .   . 0        !
 2010.3!                                    + !!          .   .0  .          !
 2010.4!                                   +  !!          .   0   .          !
 2011.1!                                  + * !!          .   . 0 .          !
 2011.2!                                  *+  !!          . 0 .   .          !
 2011.3!                                 +  * !!          .   .   .0         !
 2011.4!                                   +  !!          .   0   .          !
 2012.1!                                   +* !!          .   . 0 .          !
 2012.2!                                   +  *!          .   .   .0         !
 2012.3!                                    *+!!          .  0.   .          !
 2012.4!                                   +  !!          .  0.   .          !


     21.91 percent of the residuals exceed 1 SE
      5.62 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PVIBE=VIPX$/BEPMM;                                                      
 GENR LAAVIBE=LOG(AAVIBE+.00001);                                             
 GENR LAVIBE=LOG(AVIBE+.00001);                                               
 LHS AAVIBE=EXP(LAAVIBE)-.00001;                                              
  EQ  847 LAAVIBE C LAVIBE(-1) PVIBE;                                         
EQUATION 757  LAAVIBE  
   RHS     C  LAVIBE(-1)  PVIBE  
 SMPL 1983.3 2012.4;                                                          
Sample period is now  1983.3 to  2012.4 Internally:   127 to   244
 OLS;EST  757 PLOT=0;END;                                                     

Equation number =  757
**********************

Dependent variable = LAAVIBE 

 1983.3 -   2012.4,    0 missing obs.,  118 obs. used.

Mean of dependent variable       -7.853886223

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.225149810       0.382699642   0.58832     1.000000
12680 LAVIBE  ( -1)       0.967412623       0.021330178  45.35418    -7.888617
12678 PVIBE   (  0)      -0.405172267       0.358195831  -1.13115     1.104439

SE of equation            =     0.429301618
Sum of squared residuals  =  21.1944861       0.146727075E-11
Average absolute error    =     0.270154894
Sum of ABS residuals      =  31.8782775    
R squared                 =   0.95229
Durbin-Watson statistic   =   2.97725
SMPL and No. Obs.         = 1983.3   2012.4    118

Plot of actual(*) and fitted(+) values and residuals(0)


 1983.3!         +  *                         !!          .   .   0          !
 1983.4!            +     *                   !!          .   .   .    0     !
 1984.1!        *        +                    !! 0        .   .   .          !
 1984.2!        +  *                          !!          .   .   0          !
 1984.3!         * +                          !!          .0  .   .          !
 1984.4!        *+                            !!          .  0.   .          !
 1985.1!        +                             !!          .   .0  .          !
 1985.2!        +  *                          !!          .   .   0          !
 1985.3!           +*                         !!          .   . 0 .          !
 1985.4!     *      +                         !!    0     .   .   .          !
 1986.1!     +        *                       !!          .   .   .       0  !
 1986.2!    *         +                       !!0         .   .   .          !
 1986.3!     +      *                         !!          .   .   .     0    !
 1986.4!          * +                         !!          .0  .   .          !
 1987.1!        *  +                          !!          .0  .   .          !
 1987.2!         +*                           !!          .   . 0 .          !
 1987.3!        *  +                          !!          0   .   .          !
 1987.4!      *  +                            !!          0   .   .          !
 1988.1!       +                              !!          .   .0  .          !
 1988.2!        +  *                          !!          .   .   0          !
 1988.3!         *  +                         !!          0   .   .          !
 1988.4!          +                           !!          .   0   .          !
 1989.1!*         +                           !!0         .   .   .          !
 1989.2! +                                    !!          .   .0  .          !
 1989.3! *+                                   !!          . 0 .   .          !
 1989.4! *+                                   !!          .  0.   .          !
 1990.1*  +                                   !!          0   .   .          !
 1990.2*+                                     !!          .  0.   .          !
 1990.3!*+                                    !!          .  0.   .          !
 1990.4!*+                                    !!          . 0 .   .          !
 1991.1* +                                    !!          .0  .   .          !
 1991.2*+                                     !!          .  0.   .          !
 1991.3*+                                     !!          . 0 .   .          !
 1991.4*+                                     !!          . 0 .   .          !
 1992.1!+          *                          !!          .   .   .          0
 1992.2!          * +                         !!          .0  .   .          !
 1992.3!           +*                         !!          .   .0  .          !
 1992.4!            +*                        !!          .   .0  .          !
 1993.1!             +                        !!          .  0.   .          !
 1993.2!              +*                      !!          .   . 0 .          !
 1993.3!              * +                     !!          . 0 .   .          !
 1993.4!               +*                     !!          .   . 0 .          !
 1994.1!                +                     !!          .  0.   .          !
 1994.2!               *+                     !!          .  0.   .          !
 1994.3!                +                     !!          .   0   .          !
 1994.4!               *+                     !!          .  0.   .          !
 1995.1!                +     *               !!          .   .   .   0      !
 1995.2!                   *  +               !!          0   .   .          !
 1995.3!                    +                 !!          .   0   .          !
 1995.4!                   *+                 !!          . 0 .   .          !
 1996.1!                    +  *              !!          .   .   .0         !
 1996.2!                    *   +             !!         0.   .   .          !
 1996.3!                     +  *             !!          .   .   .0         !
 1996.4!                        + *           !!          .   . 0 .          !
 1997.1!                          +*          !!          .   . 0 .          !
 1997.2!                           +*         !!          .   0   .          !
 1997.3!                            +         !!          .   .0  .          !
 1997.4!                            +         !!          .   .0  .          !
 1998.1!                            +  *      !!          .   .  0.          !
 1998.2!                              *+      !!          .   0   .          !
 1998.3!                              + *     !!          .   . 0 .          !
 1998.4!                               *+     !!          . 0 .   .          !
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 1999.2!                                *+    !!          .  0.   .          !
 1999.3!                                + *   !!          .   . 0 .          !
 1999.4!                                 +*   !!          .   .0  .          !
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 2000.4!                                *+    !!          .  0.   .          !
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 2001.2!                                 +    !!          .   0   .          !
 2001.3!                                + *   !!          .   . 0 .          !
 2001.4!                                 +    !!          .  0.   .          !
 2002.1!                                +*    !!          .   . 0 .          !
 2002.2!                                *+    !!          .  0.   .          !
 2002.3!                                +*    !!          .   .0  .          !
 2002.4!                                *+    !!          .  0.   .          !
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 2003.2!                                 *+   !!          .  0.   .          !
 2003.3!                                 +    !!          .   0   .          !
 2003.4!                                *+    !!          .  0.   .          !
 2004.1!                                +  *  !!          .   .  0.          !
 2004.2!                                  *+  !!          . 0 .   .          !
 2004.3!                                  +*  !!          .   . 0 .          !
 2004.4!                                 * +  !!          . 0 .   .          !
 2005.1!                                  +   !!          .   0   .          !
 2005.2!                                  +   !!          .   0   .          !
 2005.3!                                  +*  !!          .   .0  .          !
 2005.4!                                 * +  !!          .0  .   .          !
 2006.1!                                 + *  !!          .   .  0.          !
 2006.2!                                   +  !!          .   0   .          !
 2006.3!                                  *+  !!          .  0.   .          !
 2006.4!                                  +   !!          .   0   .          !
 2007.1!                                  +*  !!          .   .0  .          !
 2007.2!                                   +  !!          .   0   .          !
 2007.3!                                   +  !!          .   0   .          !
 2007.4!                                    + !!          .   0   .          !
 2008.1!                                    + !!          .   0   .          !
 2008.2!                                    + !!          .  0.   .          !
 2008.3!                                    + !!          .   0   .          !
 2008.4!                                    + !!          .   0   .          !
 2009.1!                                    + !!          .   0   .          !
 2009.2!                                    + !!          .   0   .          !
 2009.3!                                    +*!!          .   .0  .          !
 2009.4!                                   * +!!          .0  .   .          !
 2010.1!                                   +* !!          .   .0  .          !
 2010.2!                                   *+ !!          .  0.   .          !
 2010.3!                                   +* !!          .   .0  .          !
 2010.4!                                  * + !!          . 0 .   .          !
 2011.1!                                   +  *!          .   .   .0         !
 2011.2!                                   *  +!         0.   .   .          !
 2011.3!                                   +* !!          .   . 0 .          !
 2011.4!                                    +*!!          .   .0  .          !
 2012.1!                                    *+!!          .  0.   .          !
 2012.2!                                    + !!          .   0   .          !
 2012.3!                                    +*!!          .   .0  .          !
 2012.4!                                    *+!!          .  0.   .          !


     15.25 percent of the residuals exceed 1 SE
      7.63 percent of the residuals exceed 2 SE
@@EQ  848 LAANIBE C LANIBE(-1) PNIBE;SMPL 1981.3 2012.4;OLS;EST  848 PLOT=0;EN
@@EQ  849 LAAALBE C LAALBE(-1) PALBE;SMPL 1981.3 2012.4;OLS;EST  849 PLOT=0;EN
@@EQ  850 LAAIABE C LAIABE(-1) PIABE;SMPL 1966.1 2012.4;OLS;EST  850 PLOT=0;EN
@@EQ  851 LAAINBE C LAINBE(-1) PINBE;SMPL 1981.3 2012.4;OLS;EST  851 PLOT=0;EN
@@EQ  852 LAAIQBE C LAIQBE(-1) PIQBE;SMPL 2002.3 2012.4;OLS;EST  852 PLOT=0;EN
@@EQ  853 LAAKUBE C LAKUBE(-1) PKUBE;SMPL 1980.3 2012.4;OLS;EST  853 PLOT=0;EN
@@EQ  854 LAALIBE C LALIBE(-1) PLIBE;SMPL 1986.3 2012.4;OLS;EST  854 PLOT=0;EN
@@EQ  855 LAAUABE C LAUABE(-1) PUABE;SMPL 1981.3 2012.4;OLS;EST  855 PLOT=0;EN
@EQ   856 LAAUSDE C LAUSDE(-1) PUSDE;SMPL 1987.4 2012.4;OLS;EST  856 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCADE=CAPX$/DEPMM;                                                      
 GENR LAACADE=LOG(AACADE+.00001);                                             
 GENR LACADE=LOG(ACADE+.00001);                                               
 LHS AACADE=EXP(LAACADE)-.00001;                                              
  EQ  857 LAACADE C LACADE(-1) PCADE;                                         
EQUATION 758  LAACADE  
   RHS     C  LACADE(-1)  PCADE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  758 PLOT=0;END;                                                     

Equation number =  758
**********************

Dependent variable = LAACADE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.541209763

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.982616810       0.337735512  -5.87032     1.000000
12683 LACADE  ( -1)       0.629261107       0.056993194  11.04099    -5.543370
12681 PCADE   (  0)      -0.067343748       0.124254268  -0.54198     1.044875

SE of equation            =     0.273921938
Sum of squared residuals  =  13.8811472      -0.600604011E-10
Average absolute error    =     0.213926648
Sum of ABS residuals      =  40.2182099    
R squared                 =   0.39896
Durbin-Watson statistic   =   2.31401
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!          +   *                       !!          .   .  0.          !
 1966.2!     *        +                       !!       0  .   .   .          !
 1966.3!        + *                           !!          .   . 0 .          !
 1966.4!          *+                          !!          .  0.   .          !
 1967.1!           +  *                       !!          .   .  0.          !
 1967.2!           * +                        !!          . 0 .   .          !
 1967.3!           +         *                !!          .   .   .   0      !
 1967.4!               *  +                   !!          . 0 .   .          !
 1968.1!              +    *                  !!          .   .   0          !
 1968.2!                +                     !!          .   0   .          !
 1968.3!          *    +                      !!          0   .   .          !
 1968.4!           + *                        !!          .   . 0 .          !
 1969.1!         *   +                        !!          0   .   .          !
 1969.2!          +   *                       !!          .   .  0.          !
 1969.3!            *+                        !!          .  0.   .          !
 1969.4!      *     +                         !!         0.   .   .          !
 1970.1!         +      *                     !!          .   .   . 0        !
 1970.2!               +                      !!          .   .0  .          !
 1970.3!           *  +                       !!          .0  .   .          !
 1970.4!           +      *                   !!          .   .   .0         !
 1971.1!                +                     !!          .   0   .          !
 1971.2!               + *                    !!          .   . 0 .          !
 1971.3!                +   *                 !!          .   .   0          !
 1971.4!              *  +                    !!          .0  .   .          !
 1972.1!              +*                      !!          .   .0  .          !
 1972.2!             *+                       !!          .  0.   .          !
 1972.3!         *   +                        !!          .0  .   .          !
 1972.4!           +                          !!          .   .0  .          !
 1973.1!           *+                         !!          .  0.   .          !
 1973.2!            +*                        !!          .   .0  .          !
 1973.3!           * +                        !!          . 0 .   .          !
 1973.4!           *+                         !!          .  0.   .          !
 1974.1!    *       +                         !!       0  .   .   .          !
 1974.2!  *    +                              !!          0   .   .          !
 1974.3!      + *                             !!          .   . 0 .          !
 1974.4!      *   +                           !!          0   .   .          !
 1975.1!       *+                             !!          . 0 .   .          !
 1975.2!         +   *                        !!          .   .  0.          !
 1975.3!     *       +                        !!       0  .   .   .          !
 1975.4!      * +                             !!          .  0.   .          !
 1976.1!         +   *                        !!          .   .  0.          !
 1976.2!    *        +                        !!      0   .   .   .          !
 1976.3!  *    +                              !!          0   .   .          !
 1976.4!     *+                               !!          .  0.   .          !
 1977.1!      * +                             !!          . 0 .   .          !
 1977.2!         +    *                       !!          .   .   0          !
 1977.3!              +                       !!          .   .0  .          !
 1977.4!              +     *                 !!          .   .   .0         !
 1978.1!                  +   *               !!          .   .  0.          !
 1978.2!               *   +                  !!          .0  .   .          !
 1978.3!            *  +                      !!          . 0 .   .          !
 1978.4!             +    *                   !!          .   .   .0         !
 1979.1!                 +                    !!          .   0   .          !
 1979.2!             *  +                     !!          . 0 .   .          !
 1979.3!             +   *                    !!          .   .  0.          !
 1979.4!              * +                     !!          . 0 .   .          !
 1980.1!              +                       !!          .   0   .          !
 1980.2!              +   *                   !!          .   .   0          !
 1980.3!                 +*                   !!          .   .0  .          !
 1980.4!                +  *                  !!          .   .  0.          !
 1981.1!            *    +                    !!         0.   .   .          !
 1981.2!            +        *                !!          .   .   .  0       !
 1981.3!                  +   *               !!          .   .  0.          !
 1981.4!              *    +                  !!          0   .   .          !
 1982.1!         *    +                       !!          0   .   .          !
 1982.2!           +    *                     !!          .   .   .0         !
 1982.3!               + *                    !!          .   . 0 .          !
 1982.4!                + *                   !!          .   . 0 .          !
 1983.1!        *       +                     !!       0  .   .   .          !
 1983.2!          +                           !!          .   0   .          !
 1983.3!    *      +                          !!       0  .   .   .          !
 1983.4!       +         *                    !!          .   .   .   0      !
 1984.1!               +    *                 !!          .   .   0          !
 1984.2!          *       +                   !!        0 .   .   .          !
 1984.3!           +   *                      !!          .   .  0.          !
 1984.4!              +                       !!          .   0   .          !
 1985.1!              +  *                    !!          .   .  0.          !
 1985.2!      *        +                      !!      0   .   .   .          !
 1985.3!         +   *                        !!          .   .   0          !
 1985.4!      *      +                        !!        0 .   .   .          !
 1986.1!         +   *                        !!          .   .   0          !
 1986.2!           * +                        !!          . 0 .   .          !
 1986.3!            +   *                     !!          .   .   0          !
 1986.4!                +*                    !!          .   .0  .          !
 1987.1!           *    +                     !!         0.   .   .          !
 1987.2!            +     *                   !!          .   .   . 0        !
 1987.3!                 +*                   !!          .   .0  .          !
 1987.4!             *  +                     !!          .0  .   .          !
 1988.1!             +    *                   !!          .   .   0          !
 1988.2!                 + *                  !!          .   . 0 .          !
 1988.3!                 +*                   !!          .   .0  .          !
 1988.4!                +                     !!          .  0.   .          !
 1989.1!               +   *                  !!          .   .   0          !
 1989.2!                 +     *              !!          .   .   .0         !
 1989.3!                 * +                  !!          . 0 .   .          !
 1989.4!               *+                     !!          .  0.   .          !
 1990.1!               +  *                   !!          .   .  0.          !
 1990.2!                 +                    !!          .   0   .          !
 1990.3!                +                     !!          .   0   .          !
 1990.4!                +                     !!          .   0   .          !
 1991.1!               +  *                   !!          .   .  0.          !
 1991.2!             *   +                    !!          0   .   .          !
 1991.3!          *  +                        !!          .0  .   .          !
 1991.4!            +    *                    !!          .   .   .0         !
 1992.1!                +                     !!          .   0   .          !
 1992.2!                +*                    !!          .   . 0 .          !
 1992.3!                +*                    !!          .   0   .          !
 1992.4!                +                     !!          .   0   .          !
 1993.1!                +                     !!          .   0   .          !
 1993.2!         *     +                      !!         0.   .   .          !
 1993.3!           +   *                      !!          .   .  0.          !
 1993.4!            *  +                      !!          . 0 .   .          !
 1994.1! *           +                        !!    0     .   .   .          !
 1994.2!    * +                               !!          .  0.   .          !
 1994.3!     *  +                             !!          . 0 .   .          !
 1994.4!   *     +                            !!         0.   .   .          !
 1995.1!       +         *                    !!          .   .   .    0     !
 1995.2*                +                     !0          .   .   .          !
 1995.3!   * +                                !!          . 0 .   .          !
 1995.4!     * +                              !!          .  0.   .          !
 1996.1! *       +                            !!       0  .   .   .          !
 1996.2!     *+                               !!          .  0.   .          !
 1996.3!    *   +                             !!          0   .   .          !
 1996.4!     *  +                             !!          . 0 .   .          !
 1997.1!      * +                             !!          . 0 .   .          !
 1997.2!         +       *                    !!          .   .   .  0       !
 1997.3!          *     +                     !!         0.   .   .          !
 1997.4!            +                         !!          .   0   .          !
 1998.1!       *     +                        !!         0.   .   .          !
 1998.2!       *  +                           !!          . 0 .   .          !
 1998.3!       *  +                           !!          . 0 .   .          !
 1998.4!          +                           !!          .   0   .          !
 1999.1!   *       +                          !!       0  .   .   .          !
 1999.2!       +      *                       !!          .   .   . 0        !
 1999.3!              +                       !!          .  0.   .          !
 1999.4!              +       *               !!          .   .   .  0       !
 2000.1!                   +         *        !!          .   .   .    0     !
 2000.2!                        +           * !!          .   .   .      0   !
 2000.3!                            +         *!          .   .   .    0     !
 2000.4!                        *    +        !!          0   .   .          !
 2001.1!                    +            *    !!          .   .   .      0   !
 2001.2!                          +    *      !!          .   .   0          !
 2001.3!                    *   +             !!          0   .   .          !
 2001.4!                  +       *           !!          .   .   .  0       !
 2002.1!                    *+                !!          .  0.   .          !
 2002.2!                  +              *    !!          .   .   .        0 !
 2002.3!              *           +           !!    0     .   .   .          !
 2002.4!           *  +                       !!          . 0 .   .          !
 2003.1!            +   *                     !!          .   .  0.          !
 2003.2!          *    +                      !!         0.   .   .          !
 2003.3!          *+                          !!          .  0.   .          !
 2003.4!            + *                       !!          .   . 0 .          !
 2004.1!              +                       !!          .   0   .          !
 2004.2!         *    +                       !!          0   .   .          !
 2004.3!           +  *                       !!          .   .  0.          !
 2004.4!              +*                      !!          .   .0  .          !
 2005.1!            *  +                      !!          . 0 .   .          !
 2005.2!        *    +                        !!          0   .   .          !
 2005.3!          +    *                      !!          .   .   0          !
 2005.4!            * +                       !!          . 0 .   .          !
 2006.1!        *   +                         !!          .0  .   .          !
 2006.2!        * +                           !!          . 0 .   .          !
 2006.3!          +  *                        !!          .   .  0.          !
 2006.4!             +*                       !!          .   .0  .          !
 2007.1!          *   +                       !!          0   .   .          !
 2007.2!           +*                         !!          .   .0  .          !
 2007.3!             +    *                   !!          .   .   .0         !
 2007.4!                 +                    !!          .   0   .          !
 2008.1!            *   +                     !!          0   .   .          !
 2008.2!            +   *                     !!          .   .  0.          !
 2008.3!         *     +                      !!         0.   .   .          !
 2008.4!           +     *                    !!          .   .   .0         !
 2009.1!                +           *         !!          .   .   .      0   !
 2009.2!                       + *            !!          .   . 0 .          !
 2009.3!                     +       *        !!          .   .   .  0       !
 2009.4!                       +              !!          .   0   .          !
 2010.1!               *    +                 !!          0   .   .          !
 2010.2!            * +                       !!          . 0 .   .          !
 2010.3!           * +                        !!          . 0 .   .          !
 2010.4!            +                         !!          .   0   .          !
 2011.1!       *    +                         !!         0.   .   .          !
 2011.2!         +                            !!          .  0.   .          !
 2011.3!         *+                           !!          .  0.   .          !
 2011.4!       *   +                          !!          .0  .   .          !
 2012.1!          +  *                        !!          .   .  0.          !
 2012.2!         *   +                        !!          0   .   .          !
 2012.3!        *  +                          !!          . 0 .   .          !
 2012.4!          +      *                    !!          .   .   .0         !


     27.66 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ   858 LAAJADE C LAJADE(-1) PJADE;SMPL 1966.1 2012.4;OLS;EST  858 PLOT=0;EN
@EQ   859 LAAAUDE C LAAUDE(-1) PAUDE;SMPL 1966.1 2012.4;OLS;EST  859 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRDE=FRPX$/DEPMM;                                                      
 GENR LAAFRDE=LOG(AAFRDE+.00001);                                             
 GENR LAFRDE=LOG(AFRDE+.00001);                                               
 LHS AAFRDE=EXP(LAAFRDE)-.00001;                                              
  EQ  860 LAAFRDE C LAFRDE(-1) PFRDE;                                         
EQUATION 759  LAAFRDE  
   RHS     C  LAFRDE(-1)  PFRDE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  759 PLOT=0;END;                                                     

Equation number =  759
**********************

Dependent variable = LAAFRDE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.130015057

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.253757062       0.079176673  -3.20495     1.000000
12686 LAFRDE  ( -1)       0.885350679       0.035730601  24.77850    -3.132118
12684 PFRDE   (  0)      -0.086922499       0.046668399  -1.86256     1.187667

SE of equation            =     0.076520329
Sum of squared residuals  =  1.08324174      -0.644084786E-10
Average absolute error    =     0.058136485
Sum of ABS residuals      =  10.9296593    
R squared                 =   0.89604
Durbin-Watson statistic   =   2.62531
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*    +                                 !!    0    .    .    .         !
 1966.2!+    *                                !!         .    .    .    0    !
 1966.3!   *  +                               !!        0.    .    .         !
 1966.4!   + *                                !!         .    .  0 .         !
 1967.1!   * +                                !!         0    .    .         !
 1967.2! * +                                  !!         0    .    .         !
 1967.3!  + *                                 !!         .    .   0.         !
 1967.4!    +                                 !!         .    .0   .         !
 1968.1!     +*                               !!         .    . 0  .         !
 1968.2!  *   +                               !!     0   .    .    .         !
 1968.3!  +    *                              !!         .    .    .   0     !
 1968.4!   *   +                              !!      0  .    .    .         !
 1969.1!    +  *                              !!         .    .    0         !
 1969.2!      *+                              !!         .   0.    .         !
 1969.3!     * +                              !!         .0   .    .         !
 1969.4!      +     *                         !!         .    .    .      0  !
 1970.1!            + *                       !!         .    . 0  .         !
 1970.2!              +                       !!         .    0    .         !
 1970.3!             *+                       !!         . 0  .    .         !
 1970.4!         *   +                        !!       0 .    .    .         !
 1971.1!          +   *                       !!         .    .    .  0      !
 1971.2!              +                       !!         .    .0   .         !
 1971.3!              *+                      !!         .   0.    .         !
 1971.4!           *  +                       !!       0 .    .    .         !
 1972.1!           +*                         !!         .    . 0  .         !
 1972.2!             + *                      !!         .    .   0.         !
 1972.3!              *+                      !!         .   0.    .         !
 1972.4!               +                      !!         .    .0   .         !
 1973.1!        *      +                      !!0        .    .    .         !
 1973.2!        *+                            !!         .  0 .    .         !
 1973.3!         + *                          !!         .    .   0.         !
 1973.4!            +*                        !!         .    .  0 .         !
 1974.1!         *    +                       !!    0    .    .    .         !
 1974.2!          + *                         !!         .    .   0.         !
 1974.3!          *  +                        !!         .0   .    .         !
 1974.4!           +   *                      !!         .    .    .0        !
 1975.1!              *+                      !!         .  0 .    .         !
 1975.2!         *    +                       !!    0    .    .    .         !
 1975.3!          +                           !!         .    0    .         !
 1975.4!           +                          !!         .    .0   .         !
 1976.1!          * +                         !!         .0   .    .         !
 1976.2!           +                          !!         .    .0   .         !
 1976.3!           *+                         !!         . 0  .    .         !
 1976.4!            +  *                      !!         .    .    .0        !
 1977.1!               +                      !!         .  0 .    .         !
 1977.2!           *   +                      !!       0 .    .    .         !
 1977.3!            +       *                 !!         .    .    .        0!
 1977.4!                *  +                  !!       0 .    .    .         !
 1978.1!             *  +                     !!       0 .    .    .         !
 1978.2!             +                        !!         .   0.    .         !
 1978.3!             +                        !!         .   0.    .         !
 1978.4!              +*                      !!         .    .  0 .         !
 1979.1!                +                     !!         .    .0   .         !
 1979.2!                 + *                  !!         .    .    0         !
 1979.3!                   +       *          !!         .    .    .         0
 1979.4!                  *       +           !0         .    .    .         !
 1980.1!                * +                   !!         . 0  .    .         !
 1980.2!                 +*                   !!         .    . 0  .         !
 1980.3!              *   +                   !!     0   .    .    .         !
 1980.4!              +   *                   !!         .    .    . 0       !
 1981.1!              *   +                   !!      0  .    .    .         !
 1981.2!               + *                    !!         .    .  0 .         !
 1981.3!               * +                    !!         .0   .    .         !
 1981.4!                +  *                  !!         .    .    . 0       !
 1982.1!                 *  +                 !!         0    .    .         !
 1982.2!                *+                    !!         . 0  .    .         !
 1982.3!                 +                    !!         .    0    .         !
 1982.4!                 + *                  !!         .    . 0  .         !
 1983.1!                   + *                !!         .    .   0.         !
 1983.2!                    *+                !!         .   0.    .         !
 1983.3!                   *+                 !!         .  0 .    .         !
 1983.4!                 *  +                 !!         .0   .    .         !
 1984.1!                  + *                 !!         .    .   0.         !
 1984.2!                 *  +                 !!       0 .    .    .         !
 1984.3!                 +   *                !!         .    .    .  0      !
 1984.4!                   * +                !!         0    .    .         !
 1985.1!                 * +                  !!         . 0  .    .         !
 1985.2!                  + *                 !!         .    .   0.         !
 1985.3!                    + *               !!         .    .  0 .         !
 1985.4!                     *+               !!         .   0.    .         !
 1986.1!                    *+                !!         .  0 .    .         !
 1986.2!                    +*                !!         .    . 0  .         !
 1986.3!                     + *              !!         .    .    0         !
 1986.4!                       +*             !!         .    .0   .         !
 1987.1!                       +              !!         .    0    .         !
 1987.2!                       +              !!         .    .0   .         !
 1987.3!                       +              !!         .   0.    .         !
 1987.4!                      +*              !!         .    . 0  .         !
 1988.1!                       +*             !!         .    . 0  .         !
 1988.2!                      * +             !!         .0   .    .         !
 1988.3!                    * +               !!         . 0  .    .         !
 1988.4!                    + *               !!         .    .  0 .         !
 1989.1!                     *+               !!         .  0 .    .         !
 1989.2!                     +*               !!         .    . 0  .         !
 1989.3!                      +               !!         .    .0   .         !
 1989.4!                      + *             !!         .    .    0         !
 1990.1!                        +             !!         .    0    .         !
 1990.2!                      * +             !!         .  0 .    .         !
 1990.3!                      +  *            !!         .    .    0         !
 1990.4!                        + *           !!         .    . 0  .         !
 1991.1!                         +*           !!         .    .  0 .         !
 1991.2!                          +           !!         .    0    .         !
 1991.3!                          +      *    !!         .    .    .        0!
 1991.4!                                +  *  !!         .    .    . 0       !
 1992.1!                           *      +   !! 0       .    .    .         !
 1992.2!                          +  *        !!         .    .    .0        !
 1992.3!                           *+         !!         .  0 .    .         !
 1992.4!                         * +          !!         . 0  .    .         !
 1993.1!                         + *          !!         .    .    0         !
 1993.2!                           +          !!         .    0    .         !
 1993.3!                          + *         !!         .    .  0 .         !
 1993.4!                         * +          !!         0    .    .         !
 1994.1!                        +   *         !!         .    .    . 0       !
 1994.2!                            +         !!         .    . 0  .         !
 1994.3!                            +         !!         .    0    .         !
 1994.4!                           +          !!         .    0    .         !
 1995.1!                           +    *     !!         .    .    .    0    !
 1995.2!                              *+      !!         .  0 .    .         !
 1995.3!                             +        !!         .   0.    .         !
 1995.4!                            +         !!         .    0    .         !
 1996.1!                           +    *     !!         .    .    .   0     !
 1996.2!                               +*     !!         .    .0   .         !
 1996.3!                             * +      !!         .0   .    .         !
 1996.4!                            + *       !!         .    .   0.         !
 1997.1!                              +       !!         .    .0   .         !
 1997.2!                             +*       !!         .    .0   .         !
 1997.3!                             + *      !!         .    .  0 .         !
 1997.4!                              +       !!         .    .0   .         !
 1998.1!                             +*       !!         .    . 0  .         !
 1998.2!                              +*      !!         .    .  0 .         !
 1998.3!                              +       !!         .   0.    .         !
 1998.4!                             +    *   !!         .    .    .    0    !
 1999.1!                             *   +    !!       0 .    .    .         !
 1999.2!                             +  *     !!         .    .    .0        !
 1999.3!                               + *    !!         .    .    0         !
 1999.4!                                +*    !!         .    . 0  .         !
 2000.1!                                +     !!         .   0.    .         !
 2000.2!                            *  +      !!        0.    .    .         !
 2000.3!                            + *       !!         .    .   0.         !
 2000.4!                              +       !!         .    .0   .         !
 2001.1!                            * +       !!         . 0  .    .         !
 2001.2!                            + *       !!         .    .   0.         !
 2001.3!                              + *     !!         .    .    0         !
 2001.4!                                +     *!         .    .    .      0  !
 2002.1!                                *    +!!     0   .    .    .         !
 2002.2!                               +  *   !!         .    .    0         !
 2002.3!                                 +*   !!         .    . 0  .         !
 2002.4!                               * +    !!         . 0  .    .         !
 2003.1!                               +  *   !!         .    .    . 0       !
 2003.2!                               * +    !!         .0   .    .         !
 2003.3!                               +  *   !!         .    .    . 0       !
 2003.4!                             *   +    !!       0 .    .    .         !
 2004.1!                             +        !!         .    .0   .         !
 2004.2!                             +*       !!         .    .0   .         !
 2004.3!                            *+        !!         .   0.    .         !
 2004.4!                            +*        !!         .    .0   .         !
 2005.1!                         *  +         !!        0.    .    .         !
 2005.2!                        *+            !!         .   0.    .         !
 2005.3!                       * +            !!         .  0 .    .         !
 2005.4!                      * +             !!         . 0  .    .         !
 2006.1!                      *+              !!         .   0.    .         !
 2006.2!                       +              !!         .    .0   .         !
 2006.3!                      *+              !!         . 0  .    .         !
 2006.4!                      + *             !!         .    . 0  .         !
 2007.1!                       *+             !!         .  0 .    .         !
 2007.2!                      *+              !!         .  0 .    .         !
 2007.3!                      *+              !!         .   0.    .         !
 2007.4!                     * +              !!         .0   .    .         !
 2008.1!                     +                !!         .   0.    .         !
 2008.2!                     +                !!         .    0    .         !
 2008.3!                   * +                !!         0    .    .         !
 2008.4!                  *+                  !!         . 0  .    .         !
 2009.1!                   +                  !!         .    0    .         !
 2009.2!                 * +                  !!         .0   .    .         !
 2009.3!                  +                   !!         .    .0   .         !
 2009.4!                  *+                  !!         .  0 .    .         !
 2010.1!                   +                  !!         .    0    .         !
 2010.2!                    +                 !!         .    0    .         !
 2010.3!                *    +                !!     0   .    .    .         !
 2010.4!                *+                    !!         .   0.    .         !
 2011.1!                 *+                   !!         .   0.    .         !
 2011.2!                  + *                 !!         .    .    0         !
 2011.3!                *    +                !!    0    .    .    .         !
 2011.4!                 + *                  !!         .    .  0 .         !
 2012.1!                *   +                 !!       0 .    .    .         !
 2012.2!                  + *                 !!         .    .   0.         !
 2012.3!                  *  +                !!         0    .    .         !
 2012.4!                 * +                  !!         .0   .    .         !


     27.13 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEDE=GEPX$/DEPMM;                                                      
 GENR LAAGEDE=LOG(AAGEDE+.00001);                                             
 GENR LAGEDE=LOG(AGEDE+.00001);                                               
 LHS AAGEDE=EXP(LAAGEDE)-.00001;                                              
  EQ  861 LAAGEDE C LAGEDE(-1) PGEDE;                                         
EQUATION 760  LAAGEDE  
   RHS     C  LAGEDE(-1)  PGEDE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  760 PLOT=0;END;                                                     

Equation number =  760
**********************

Dependent variable = LAAGEDE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -1.425025510

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.087764329       0.059096586  -1.48510     1.000000
12689 LAGEDE  ( -1)       0.761229794       0.042854867  17.76297    -1.424635
12687 PGEDE   (  0)      -0.253307080       0.060842064  -4.16335     0.997947

SE of equation            =     0.040061220
Sum of squared residuals  = 0.296906747      -0.126565425E-12
Average absolute error    =     0.031099430
Sum of ABS residuals      =  5.84669277    
R squared                 =   0.75561
Durbin-Watson statistic   =   2.35691
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                    +                 !!         .   0.    .         !
 1966.2!             *     +                  !!       0 .    .    .         !
 1966.3!              +        *              !!         .    .    .     0   !
 1966.4!                  *  +                !!         . 0  .    .         !
 1967.1!               * +                    !!         . 0  .    .         !
 1967.2!           *   +                      !!         0    .    .         !
 1967.3!           *+                         !!         .   0.    .         !
 1967.4!           +  *                       !!         .    .  0 .         !
 1968.1!            * +                       !!         . 0  .    .         !
 1968.2!             + *                      !!         .    . 0  .         !
 1968.3!                +                     !!         .    0    .         !
 1968.4!                +                     !!         .    0    .         !
 1969.1!         *      +                     !!     0   .    .    .         !
 1969.2!          +                           !!         .    0    .         !
 1969.3!           +                          !!         .    0    .         !
 1969.4!        *  +                          !!         .0   .    .         !
 1970.1!         +*                           !!         .    .0   .         !
 1970.2!         * +                          !!         . 0  .    .         !
 1970.3!          *+                          !!         .    0    .         !
 1970.4! *         +                          !!   0     .    .    .         !
 1971.1!    +    *                            !!         .    .    .0        !
 1971.2!   *      +                           !!     0   .    .    .         !
 1971.3!     +                                !!         .    0    .         !
 1971.4! *    +                               !!        0.    .    .         !
 1972.1!  *+                                  !!         .   0.    .         !
 1972.2! *   +                                !!         .0   .    .         !
 1972.3!    + *                               !!         .    .  0 .         !
 1972.4!   *    +                             !!        0.    .    .         !
 1973.1!    *+                                !!         .  0 .    .         !
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 1973.3!          +                           !!         .   0.    .         !
 1973.4!       *  +                           !!         . 0  .    .         !
 1974.1!        +   *                         !!         .    .    0         !
 1974.2!            +*                        !!         .    .0   .         !
 1974.3!            * +                       !!         .  0 .    .         !
 1974.4!       *     +                        !!       0 .    .    .         !
 1975.1!         +     *                      !!         .    .    .  0      !
 1975.2!               *+                     !!         .    0    .         !
 1975.3!           *    +                     !!        0.    .    .         !
 1975.4!           * +                        !!         .  0 .    .         !
 1976.1!             +           *            !!         .    .    .        0!
 1976.2!                      +    *          !!         .    .    0         !
 1976.3!                         +*           !!         .    .0   .         !
 1976.4!                        +             !!         .    .0   .         !
 1977.1!                *      +              !!     0   .    .    .         !
 1977.2!               *+                     !!         .   0.    .         !
 1977.3!                +*                    !!         .    . 0  .         !
 1977.4!                 +  *                 !!         .    .  0 .         !
 1978.1!              *   +                   !!         0    .    .         !
 1978.2!              +*                      !!         .    .0   .         !
 1978.3!               +  *                   !!         .    .  0 .         !
 1978.4!                 + *                  !!         .    . 0  .         !
 1979.1!                * +                   !!         . 0  .    .         !
 1979.2!                +*                    !!         .    . 0  .         !
 1979.3!                 +                    !!         .    0    .         !
 1979.4!               * +                    !!         .  0 .    .         !
 1980.1!                 +    *               !!         .    .    .0        !
 1980.2!                      +               !!         .   0.    .         !
 1980.3!                    * +               !!         . 0  .    .         !
 1980.4!             *        +               !!   0     .    .    .         !
 1981.1!                 + *                  !!         .    .  0 .         !
 1981.2!                      +  *            !!         .    .   0.         !
 1981.3!                           +   *      !!         .    .    0         !
 1981.4!                     *        +       !!   0     .    .    .         !
 1982.1!                        +     *       !!         .    .    .  0      !
 1982.2!                             +  *     !!         .    .   0.         !
 1982.3!                               *+     !!         .   0.    .         !
 1982.4!                             *+       !!         .   0.    .         !
 1983.1!                        *   +         !!         .0   .    .         !
 1983.2!                         +*           !!         .    .0   .         !
 1983.3!                           +*         !!         .    . 0  .         !
 1983.4!                           * +        !!         . 0  .    .         !
 1984.1!                           +   *      !!         .    .    0         !
 1984.2!                            *  +      !!         . 0  .    .         !
 1984.3!                             + *      !!         .    .  0 .         !
 1984.4!                              * +     !!         .  0 .    .         !
 1985.1!                               +   *  !!         .    .    0         !
 1985.2!                                  *+  !!         .   0.    .         !
 1985.3!                                 +    *!         .    .    .0        !
 1985.4!                                   +  *!         .    .  0 .         !
 1986.1!                              *   +   !!         0    .    .         !
 1986.2!                           +     *    !!         .    .    . 0       !
 1986.3!                             + *      !!         .    . 0  .         !
 1986.4!                          +     *     !!         .    .    . 0       !
 1987.1!                           +  *       !!         .    .   0.         !
 1987.2!                          + *         !!         .    . 0  .         !
 1987.3!                         +            !!         .    0    .         !
 1987.4!                     +   *            !!         .    .    0         !
 1988.1!                      +  *            !!         .    .   0.         !
 1988.2!                      +   *           !!         .    .    0         !
 1988.3!                      * +             !!         .  0 .    .         !
 1988.4!                    +   *             !!         .    .    0         !
 1989.1!                      +        *      !!         .    .    .     0   !
 1989.2!                            +         !!         .    0    .         !
 1989.3!                         +  *         !!         .    .   0.         !
 1989.4!                         +*           !!         .    .0   .         !
 1990.1!                       +   *          !!         .    .    0         !
 1990.2!                  *     +             !!       0 .    .    .         !
 1990.3!                 +     *              !!         .    .    . 0       !
 1990.4!                     +*               !!         .    .0   .         !
 1991.1!                     + *              !!         .    .  0 .         !
 1991.2!                    * +               !!         .  0 .    .         !
 1991.3!                   +*                 !!         .    .0   .         !
 1991.4!                 * +                  !!         .  0 .    .         !
 1992.1!                 + *                  !!         .    .  0 .         !
 1992.2!                  + *                 !!         .    . 0  .         !
 1992.3!                 +        *           !!         .    .    .    0    !
 1992.4!                     *+               !!         .   0.    .         !
 1993.1!                *  +                  !!         .0   .    .         !
 1993.2!           *  +                       !!         .0   .    .         !
 1993.3!         *+                           !!         .  0 .    .         !
 1993.4!   *     +                            !!        0.    .    .         !
 1994.1!     +*                               !!         .    . 0  .         !
 1994.2!       +        *                     !!         .    .    .     0   !
 1994.3!          *   +                       !!         0    .    .         !
 1994.4!         +                            !!         .    0    .         !
 1995.1!        +    *                        !!         .    .    .0        !
 1995.2!           +   *                      !!         .    .   0.         !
 1995.3!            *+                        !!         .   0.    .         !
 1995.4*           +                          !0         .    .    .         !
 1996.1! +           *                        !!         .    .    .         0
 1996.2!            *+                        !!         .   0.    .         !
 1996.3!        *   +                         !!         .0   .    .         !
 1996.4!         + *                          !!         .    . 0  .         !
 1997.1!            + *                       !!         .    .  0 .         !
 1997.2!          *   +                       !!         0    .    .         !
 1997.3!       *   +                          !!         0    .    .         !
 1997.4!         + *                          !!         .    .  0 .         !
 1998.1!          *+                          !!         .  0 .    .         !
 1998.2!           + *                        !!         .    .  0 .         !
 1998.3!        *   +                         !!         0    .    .         !
 1998.4!        +                             !!         .   0.    .         !
 1999.1!    *   +                             !!         0    .    .         !
 1999.2!      +   *                           !!         .    .   0.         !
 1999.3!         * +                          !!         .  0 .    .         !
 1999.4!    *      +                          !!      0  .    .    .         !
 2000.1!        +                             !!         .    0    .         !
 2000.2!        *  +                          !!         . 0  .    .         !
 2000.3!        *   +                         !!         .0   .    .         !
 2000.4!           *+                         !!         .   0.    .         !
 2001.1!             +                        !!         .    0    .         !
 2001.2!               +  *                   !!         .    .   0.         !
 2001.3!                  +    *              !!         .    .    .0        !
 2001.4!               *     +                !!      0  .    .    .         !
 2002.1!               +    *                 !!         .    .    0         !
 2002.2!              *    +                  !!        0.    .    .         !
 2002.3!              +*                      !!         .    0    .         !
 2002.4!               +        *             !!         .    .    .     0   !
 2003.1!                    * +               !!         .  0 .    .         !
 2003.2!                  +                   !!         .    0    .         !
 2003.3!                 +   *                !!         .    .    .0        !
 2003.4!               *   +                  !!         0    .    .         !
 2004.1!         *    +                       !!         0    .    .         !
 2004.2!          + *                         !!         .    .  0 .         !
 2004.3!            + *                       !!         .    . 0  .         !
 2004.4!           *  +                       !!         .0   .    .         !
 2005.1!           +                          !!         .    0    .         !
 2005.2!          * +                         !!         .  0 .    .         !
 2005.3!          *+                          !!         .  0 .    .         !
 2005.4!          *+                          !!         .   0.    .         !
 2006.1!          * +                         !!         .  0 .    .         !
 2006.2!          * +                         !!         .   0.    .         !
 2006.3!            +  *                      !!         .    .  0 .         !
 2006.4!               +                      !!         .    0    .         !
 2007.1!               +   *                  !!         .    .    0         !
 2007.2!                   + *                !!         .    .  0 .         !
 2007.3!                 *  +                 !!         0    .    .         !
 2007.4!                + *                   !!         .    .0   .         !
 2008.1!                 + *                  !!         .    . 0  .         !
 2008.2!                   + *                !!         .    . 0  .         !
 2008.3!                 *  +                 !!         .0   .    .         !
 2008.4!               * +                    !!         .   0.    .         !
 2009.1!               +     *                !!         .    .    .0        !
 2009.2!                 * +                  !!         . 0  .    .         !
 2009.3!            *   +                     !!         .0   .    .         !
 2009.4!             +*                       !!         .    . 0  .         !
 2010.1!               +   *                  !!         .    .    0         !
 2010.2!                 * +                  !!         .  0 .    .         !
 2010.3!              *   +                   !!         0    .    .         !
 2010.4!               +       *              !!         .    .    .   0     !
 2011.1!                   *  +               !!         . 0  .    .         !
 2011.2!              *    +                  !!        0.    .    .         !
 2011.3!              * +                     !!         .  0 .    .         !
 2011.4!             *  +                     !!         .0   .    .         !
 2012.1!               +                      !!         .    0    .         !
 2012.2!                + *                   !!         .    . 0  .         !
 2012.3!                  *+                  !!         .  0 .    .         !
 2012.4!             *    +                   !!        0.    .    .         !


     29.26 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITDE=ITPX$/DEPMM;                                                      
 GENR LAAITDE=LOG(AAITDE+.00001);                                             
 GENR LAITDE=LOG(AITDE+.00001);                                               
 LHS AAITDE=EXP(LAAITDE)-.00001;                                              
  EQ  862 LAAITDE C LAITDE(-1) PITDE;                                         
EQUATION 761  LAAITDE  
   RHS     C  LAITDE(-1)  PITDE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  761 PLOT=0;END;                                                     

Equation number =  761
**********************

Dependent variable = LAAITDE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.090188426

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.289463096       0.106697319  -2.71294     1.000000
12692 LAITDE  ( -1)       0.870125815       0.034790070  25.01075    -3.089932
12690 PITDE   (  0)      -0.128307569       0.062748627  -2.04479     0.873650

SE of equation            =     0.087803379
Sum of squared residuals  =  1.42624516      -0.954347712E-11
Average absolute error    =     0.066677154
Sum of ABS residuals      =  12.5353049    
R squared                 =   0.79344
Durbin-Watson statistic   =   2.34775
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!          +   *                       !!         .    .    0         !
 1966.2!               +                      !!         .    0    .         !
 1966.3!               +   *                  !!         .    .   0.         !
 1966.4!                  +     *             !!         .    .    .  0      !
 1967.1!               *       +              !!    0    .    .    .         !
 1967.2!               +        *             !!         .    .    .     0   !
 1967.3!              *        +              !!  0      .    .    .         !
 1967.4!           *  +                       !!         .0   .    .         !
 1968.1!            +  *                      !!         .    .   0.         !
 1968.2!               +      *               !!         .    .    .   0     !
 1968.3!                     + *              !!         .    . 0  .         !
 1968.4!             *        +               !!  0      .    .    .         !
 1969.1!              +                       !!         .    0    .         !
 1969.2!          *   +                       !!        0.    .    .         !
 1969.3!           +      *                   !!         .    .    .   0     !
 1969.4!       *          +                   !!0        .    .    .         !
 1970.1!         +  *                         !!         .    .   0.         !
 1970.2!             +     *                  !!         .    .    .  0      !
 1970.3!            *      +                  !!     0   .    .    .         !
 1970.4!            *+                        !!         .  0 .    .         !
 1971.1!       *     +                        !!      0  .    .    .         !
 1971.2*        +                             !!  0      .    .    .         !
 1971.3!  +   *                               !!         .    .    .0        !
 1971.4!        +*                            !!         .    .0   .         !
 1972.1!          + *                         !!         .    .  0 .         !
 1972.2!       *     +                        !!     0   .    .    .         !
 1972.3!     *  +                             !!         .0   .    .         !
 1972.4!       +   *                          !!         .    .    0         !
 1973.1! *          +                         !0         .    .    .         !
 1973.2!    + *                               !!         .    .  0 .         !
 1973.3!        +                             !!         .    0    .         !
 1973.4!      *   +                           !!         .0   .    .         !
 1974.1!       *+                             !!         .  0 .    .         !
 1974.2!         +*                           !!         .    . 0  .         !
 1974.3!            +*                        !!         .    . 0  .         !
 1974.4!        *     +                       !!      0  .    .    .         !
 1975.1!          +  *                        !!         .    .  0 .         !
 1975.2!            * +                       !!         . 0  .    .         !
 1975.3!          *  +                        !!         .0   .    .         !
 1975.4!            +*                        !!         .    .0   .         !
 1976.1!              +                       !!         .   0.    .         !
 1976.2!             * +                      !!         . 0  .    .         !
 1976.3!              +   *                   !!         .    .    0         !
 1976.4!              *    +                  !!        0.    .    .         !
 1977.1!           *   +                      !!         0    .    .         !
 1977.2!             +*                       !!         .    .0   .         !
 1977.3!               +     *                !!         .    .    .  0      !
 1977.4!                     +*               !!         .    .0   .         !
 1978.1!                  *   +               !!         0    .    .         !
 1978.2!                 * +                  !!         .  0 .    .         !
 1978.3!                * +                   !!         .  0 .    .         !
 1978.4!                 +      *             !!         .    .    .  0      !
 1979.1!                       *+             !!         .   0.    .         !
 1979.2!                  *    +              !!      0  .    .    .         !
 1979.3!                  +                   !!         .   0.    .         !
 1979.4!                 *+                   !!         .  0 .    .         !
 1980.1!                  +*                  !!         .    .0   .         !
 1980.2!                   + *                !!         .    .  0 .         !
 1980.3!                 *    +               !!       0 .    .    .         !
 1980.4!         *       +                    !!    0    .    .    .         !
 1981.1!  *        +                          !!  0      .    .    .         !
 1981.2!     +*                               !!         .    .0   .         !
 1981.3!        + *                           !!         .    . 0  .         !
 1981.4!        *  +                          !!         0    .    .         !
 1982.1!          +        *                  !!         .    .    .      0  !
 1982.2!                *  +                  !!         .0   .    .         !
 1982.3!                 + *                  !!         .    . 0  .         !
 1982.4!         *         +                  !!0        .    .    .         !
 1983.1!          +         *                 !!         .    .    .       0 !
 1983.2!                    +                 !!         .    .0   .         !
 1983.3!                     +                !!         .    .0   .         !
 1983.4!                   * +                !!         . 0  .    .         !
 1984.1!                  * +                 !!         .  0 .    .         !
 1984.2!                  *+                  !!         .   0.    .         !
 1984.3!                  +    *              !!         .    .    .0        !
 1984.4!                       +              !!         .   0.    .         !
 1985.1!                       +              !!         .    0    .         !
 1985.2!                     * +              !!         . 0  .    .         !
 1985.3!                     +    *           !!         .    .    .0        !
 1985.4!                         + *          !!         .    .  0 .         !
 1986.1!                         * +          !!         .  0 .    .         !
 1986.2!                         +  *         !!         .    .   0.         !
 1986.3!                           + *        !!         .    .  0 .         !
 1986.4!                         *  +         !!         .0   .    .         !
 1987.1!                         + *          !!         .    .   0.         !
 1987.2!                          +           !!         .    0    .         !
 1987.3!                        *+            !!         .  0 .    .         !
 1987.4!                     *  +             !!         . 0  .    .         !
 1988.1!                     +*               !!         .    .0   .         !
 1988.2!                      +   *           !!         .    .    .0        !
 1988.3!                       * +            !!         . 0  .    .         !
 1988.4!                    * +               !!         .0   .    .         !
 1989.1!                    + *               !!         .    .   0.         !
 1989.2!                      +  *            !!         .    .   0.         !
 1989.3!                        +*            !!         .    0    .         !
 1989.4!                       *+             !!         .   0.    .         !
 1990.1!                      +*              !!         .    .0   .         !
 1990.2!                      + *             !!         .    .  0 .         !
 1990.3!                        +*            !!         .    . 0  .         !
 1990.4!                        +             !!         .    0    .         !
 1991.1!                        +             !!         .    .0   .         !
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 1991.3!                      *+              !!         .   0.    .         !
 1991.4!                      +               !!         .    .0   .         !
 1992.1!                     *+               !!         .   0.    .         !
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 1992.3!                        + *           !!         .    . 0  .         !
 1992.4!                       * +            !!         . 0  .    .         !
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 1993.4!                             + *      !!         .    .  0 .         !
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 1994.2!                              +       !!         .    .0   .         !
 1994.3!                             +     *  !!         .    .    .  0      !
 1994.4!                                 +    !!         .    0    .         !
 1995.1!                                +  *  !!         .    .   0.         !
 1995.2!                                 + *  !!         .    . 0  .         !
 1995.3!                                 +    *!         .    .    .0        !
 1995.4!                                *   + !!         0    .    .         !
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 1996.3!                                + *   !!         .    .  0 .         !
 1996.4!                              * +     !!         . 0  .    .         !
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 1997.3!                             +*       !!         .    0    .         !
 1997.4!                         *  +         !!         0    .    .         !
 1998.1!                       +   *          !!         .    .    0         !
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 1998.3!                          + *         !!         .    . 0  .         !
 1998.4!                         *+           !!         .  0 .    .         !
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 1999.4!                         +*           !!         .    .0   .         !
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 2000.4!                      *  +            !!         .0   .    .         !
 2001.1!                     +  *             !!         .    .  0 .         !
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 2001.3!                        + *           !!         .    . 0  .         !
 2001.4!                       *+             !!         .  0 .    .         !
 2002.1!                    * +               !!         .  0 .    .         !
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 2002.3!                  +   *               !!         .    .   0.         !
 2002.4!                    *+                !!         .   0.    .         !
 2003.1!                   +                  !!         .    0    .         !
 2003.2!                 * +                  !!         .  0 .    .         !
 2003.3!                 +*                   !!         .    .0   .         !
 2003.4!                 +*                   !!         .    . 0  .         !
 2004.1!                  +  *                !!         .    .   0.         !
 2004.2!                  * +                 !!         . 0  .    .         !
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 2004.4!              *   +                   !!         .0   .    .         !
 2005.1!              +   *                   !!         .    .    0         !
 2005.2!                 +       *            !!         .    .    .     0   !
 2005.3!                        +*            !!         .    .0   .         !
 2005.4!             *         +              !! 0       .    .    .         !
 2006.1!             +*                       !!         .    . 0  .         !
 2006.2!          *   +                       !!         0    .    .         !
 2006.3!           +   *                      !!         .    .    .0        !
 2006.4!               + *                    !!         .    . 0  .         !
 2007.1!                +*                    !!         .    . 0  .         !
 2007.2!              * +                     !!         . 0  .    .         !
 2007.3!             +    *                   !!         .    .    .0        !
 2007.4!             *   +                    !!         0    .    .         !
 2008.1!         *  +                         !!         .0   .    .         !
 2008.2!         +                            !!         .    0    .         !
 2008.3!        *+                            !!         .   0.    .         !
 2008.4!        +*                            !!         .    .0   .         !
 2009.1!     *   +                            !!         0    .    .         !
 2009.2!*    +                                !!        0.    .    .         !
 2009.3* +                                    !!         .  0 .    .         !
 2009.4!+ *                                   !!         .    . 0  .         !
 2010.1!  +*                                  !!         .    .0   .         !
 2010.2!   *+                                 !!         .   0.    .         !
 2010.3!   *+                                 !!         .   0.    .         !
 2010.4!*  +                                  !!         .0   .    .         !
 2011.1! +  *                                 !!         .    .   0.         !
 2011.2!      +    *                          !!         .    .    . 0       !
 2011.3!           *+                         !!         .   0.    .         !
 2011.4!           +*                         !!         .    .0   .         !
 2012.1!            +  *                      !!         .    .   0.         !
 2012.2!            *  +                      !!         .0   .    .         !
 2012.3!          * +                         !!         . 0  .    .         !
 2012.4!       *  +                           !!         .0   .    .         !


     23.40 percent of the residuals exceed 1 SE
      7.45 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEDE=NEPX$/DEPMM;                                                      
 GENR LAANEDE=LOG(AANEDE+.00001);                                             
 GENR LANEDE=LOG(ANEDE+.00001);                                               
 LHS AANEDE=EXP(LAANEDE)-.00001;                                              
  EQ  863 LAANEDE C LANEDE(-1) PNEDE;                                         
EQUATION 762  LAANEDE  
   RHS     C  LANEDE(-1)  PNEDE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  762 PLOT=0;END;                                                     

Equation number =  762
**********************

Dependent variable = LAANEDE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.787106217

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.031338226       0.062394746  -0.50226     1.000000
12695 LANEDE  ( -1)       0.831902768       0.039323721  21.15524    -2.792060
12693 PNEDE   (  0)      -0.381605894       0.100818257  -3.78509     1.134797

SE of equation            =     0.078940086
Sum of squared residuals  =  1.15283439      -0.588062932E-11
Average absolute error    =     0.057258495
Sum of ABS residuals      =  10.7645971    
R squared                 =   0.91964
Durbin-Watson statistic   =   2.35221
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!         +                            !!           .  0  .           !
 1966.2!         +                            !!           .  0  .           !
 1966.3!    *     +                           !!      0    .  .  .           !
 1966.4!   * +                                !!           0  .  .           !
 1967.1!  * +                                 !!           0  .  .           !
 1967.2!*  +                                  !!          0.  .  .           !
 1967.3*  +                                   !!          0.  .  .           !
 1967.4*+                                     !!           . 0.  .           !
 1968.1! +   *                                !!           .  .  . 0         !
 1968.2!    * +                               !!           0  .  .           !
 1968.3!    *+                                !!           . 0.  .           !
 1968.4! *    +                               !!        0  .  .  .           !
 1969.1! * +                                  !!           .0 .  .           !
 1969.2!   +                                  !!           .  0  .           !
 1969.3!    +          *                      !!           .  .  .           0
 1969.4!        *     +                       !!     0     .  .  .           !
 1970.1!         +                            !!           . 0.  .           !
 1970.2!       *  +                           !!         0 .  .  .           !
 1970.3!        *+                            !!           . 0.  .           !
 1970.4!       * +                            !!           0  .  .           !
 1971.1!         +*                           !!           .  . 0.           !
 1971.2!         * +                          !!           0  .  .           !
 1971.3!         * +                          !!           .0 .  .           !
 1971.4!           + *                        !!           .  .  0           !
 1972.1!            *+                        !!           . 0.  .           !
 1972.2!              +  *                    !!           .  .  . 0         !
 1972.3!              *  +                    !!          0.  .  .           !
 1972.4!               +*                     !!           .  .0 .           !
 1973.1!               * +                    !!           .0 .  .           !
 1973.2!                +*                    !!           .  .0 .           !
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 1973.4!             *  +                     !!          0.  .  .           !
 1974.1!              +                       !!           .  .0 .           !
 1974.2!              +         *             !!           .  .  .         0 !
 1974.3!                  *   +               !!        0  .  .  .           !
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 1976.1!                   +                  !!           .  .0 .           !
 1976.2!                *  +                  !!         0 .  .  .           !
 1976.3!                + *                   !!           .  .  0           !
 1976.4!                  +*                  !!           .  . 0.           !
 1977.1!                  + *                 !!           .  .  0           !
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 1977.3!                 +*                   !!           .  . 0.           !
 1977.4!                  + *                 !!           .  .  0           !
 1978.1!                   +                  !!           .  0  .           !
 1978.2!                 * +                  !!           .0 .  .           !
 1978.3!                 + *                  !!           .  . 0.           !
 1978.4!             *     +                  !!      0    .  .  .           !
 1979.1!              +   *                   !!           .  .  .  0        !
 1979.2!                  +    *              !!           .  .  .  0        !
 1979.3!                      + *             !!           .  .  .0          !
 1979.4!                      *+              !!           .0 .  .           !
 1980.1!                     +     *          !!           .  .  .     0     !
 1980.2!                          +*          !!           .  .0 .           !
 1980.3!                         + *          !!           .  . 0.           !
 1980.4!                         + *          !!           .  . 0.           !
 1981.1!                     *    +           !!       0   .  .  .           !
 1981.2!                    +                 !!           .  0  .           !
 1981.3!                    +       *         !!           .  .  .        0  !
 1981.4!                        *+            !!           .0 .  .           !
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 1982.3!                       + *            !!           .  .  .0          !
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 1985.1!                * +                   !!           0  .  .           !
 1985.2!                +  *                  !!           .  .  0           !
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 1985.4!                 +*                   !!           .  .0 .           !
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 1986.3!                +  *                  !!           .  .  . 0         !
 1986.4!                    +*                !!           .  . 0.           !
 1987.1!                    * +               !!           0  .  .           !
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 1987.4!                   +                  !!           .  0  .           !
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 1988.3!                      +   *           !!           .  .  . 0         !
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 1989.2!                         *+           !!           . 0.  .           !
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 1990.1!                      +  *            !!           .  .  .0          !
 1990.2!                       * +            !!           0  .  .           !
 1990.3!                       +  *           !!           .  .  . 0         !
 1990.4!                      *  +            !!         0 .  .  .           !
 1991.1!                      +               !!           .  0  .           !
 1991.2!                       +  *           !!           .  .  .0          !
 1991.3!                        * +           !!           0  .  .           !
 1991.4!                       *+             !!           . 0.  .           !
 1992.1!                     *  +             !!          0.  .  .           !
 1992.2!                    * +               !!           .0 .  .           !
 1992.3!                     + *              !!           .  .  0           !
 1992.4!                    *  +              !!          0.  .  .           !
 1993.1!                     +*               !!           .  .0 .           !
 1993.2!                       +              !!           .  .0 .           !
 1993.3!                       + *            !!           .  .  0           !
 1993.4!                       * +            !!           0  .  .           !
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 1994.2!                     * +              !!           0  .  .           !
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 1994.4!                     *+               !!           .0 .  .           !
 1995.1!                   * +                !!          0.  .  .           !
 1995.2!                   + *                !!           .  . 0.           !
 1995.3!                    *+                !!           0  .  .           !
 1995.4!                  * +                 !!           0  .  .           !
 1996.1!                  * +                 !!           .0 .  .           !
 1996.2!                 *  +                 !!           0  .  .           !
 1996.3!                   +                  !!           .  0  .           !
 1996.4!                    +                 !!           .  0  .           !
 1997.1!                      +  *            !!           .  .  .0          !
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 1997.3!                         +            !!           . 0.  .           !
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 1998.1!                       * +            !!           .0 .  .           !
 1998.2!                     *  +             !!         0 .  .  .           !
 1998.3!                      +  *            !!           .  .  .0          !
 1998.4!                         + *          !!           .  . 0.           !
 1999.1!                            +  *      !!           .  .  .0          !
 1999.2!                               +      !!           .  .0 .           !
 1999.3!                               +*     !!           .  . 0.           !
 1999.4!                                +     !!           . 0.  .           !
 2000.1!                               *+     !!           .0 .  .           !
 2000.2!                               +   *  !!           .  .  . 0         !
 2000.3!                                 *+   !!           .0 .  .           !
 2000.4!                                 +    !!           .  0  .           !
 2001.1!                               * +    !!           0  .  .           !
 2001.2!                               +*     !!           .  . 0.           !
 2001.3!                                +*    !!           .  0  .           !
 2001.4!                                *+    !!           . 0.  .           !
 2002.1!                               *+     !!           . 0.  .           !
 2002.2!                             *  +     !!           0  .  .           !
 2002.3!                              + *     !!           .  .  0           !
 2002.4!                                +     !!           . 0.  .           !
 2003.1!                             *  +     !!          0.  .  .           !
 2003.2!                              +       !!           .  .0 .           !
 2003.3!                              +       !!           .  0  .           !
 2003.4!                              +       !!           .  0  .           !
 2004.1!                              +       !!           .  0  .           !
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 2004.3!                              + *     !!           .  .  0           !
 2004.4!                               *+     !!           . 0.  .           !
 2005.1!                               + *    !!           .  .  0           !
 2005.2!                                 + *  !!           .  . 0.           !
 2005.3!                                  + * !!           .  .  0           !
 2005.4!                                  *+  !!           . 0.  .           !
 2006.1!                            *     +   !!      0    .  .  .           !
 2006.2!                           * +        !!           0  .  .           !
 2006.3!                            +         !!           .  0  .           !
 2006.4!                             +*       !!           .  .0 .           !
 2007.1!                              +       !!           .  0  .           !
 2007.2!                              +       !!           . 0.  .           !
 2007.3!                              +*      !!           .  .0 .           !
 2007.4!                               +      !!           .  .0 .           !
 2008.1!                             * +      !!           .0 .  .           !
 2008.2!                             +        !!           .  0  .           !
 2008.3!                             +*       !!           .  .0 .           !
 2008.4!                              +*      !!           .  0  .           !
 2009.1!                              *+      !!           . 0.  .           !
 2009.2!                               +*     !!           .  .0 .           !
 2009.3!                                +     !!           .  0  .           !
 2009.4!                                + *   !!           .  .  0           !
 2010.1!                                  +   !!           .  0  .           !
 2010.2!                                  +   !!           .  .0 .           !
 2010.3!                                  +*  !!           .  .0 .           !
 2010.4!                                 * +  !!           .0 .  .           !
 2011.1!                                 + *  !!           .  . 0.           !
 2011.2!                                   +  !!           .  0  .           !
 2011.3!                                   +  !!           .  0  .           !
 2011.4!                                   +* !!           .  . 0.           !
 2012.1!                                   *+ !!           . 0.  .           !
 2012.2!                                   +  *!           .  .  .0          !
 2012.3!                                     +!!           .  0  .           !
 2012.4!                                     +*!           .  . 0.           !


     22.87 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTDE=STPX$/DEPMM;                                                      
 GENR LAASTDE=LOG(AASTDE+.00001);                                             
 GENR LASTDE=LOG(ASTDE+.00001);                                               
 LHS AASTDE=EXP(LAASTDE)-.00001;                                              
  EQ  864 LAASTDE C LASTDE(-1) PSTDE;                                         
EQUATION 763  LAASTDE  
   RHS     C  LASTDE(-1)  PSTDE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  763 PLOT=0;END;                                                     

Equation number =  763
**********************

Dependent variable = LAASTDE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.770128896

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.185996675       0.065108400  -2.85672     1.000000
12698 LASTDE  ( -1)       0.858255194       0.034163865  25.12172    -3.763265
12696 PSTDE   (  0)      -0.396394721       0.097031819  -4.08520     0.893783

SE of equation            =     0.088675734
Sum of squared residuals  =  1.45472637       0.146922474E-10
Average absolute error    =     0.065553883
Sum of ABS residuals      =  12.3241299    
R squared                 =   0.95585
Durbin-Watson statistic   =   2.35167
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                              +*      !!          .   . 0 .          !
 1966.2!                                +*    !!          .   . 0 .          !
 1966.3!                                 + *  !!          .   .   0          !
 1966.4!                              *   +   !!      0   .   .   .          !
 1967.1!                              + *     !!          .   .  0.          !
 1967.2!                                +  *  !!          .   .   .0         !
 1967.3!                                  +   !!          .  0.   .          !
 1967.4!                                 +*   !!          .   .  0.          !
 1968.1!                                  +*  !!          .   .0  .          !
 1968.2!                                 *+   !!          . 0 .   .          !
 1968.3!                                + *   !!          .   .   0          !
 1968.4!                                  +   *!          .   .   .   0      !
 1969.1!                                   * +!!          0   .   .          !
 1969.2!                                  +*  !!          .   . 0 .          !
 1969.3!                                  +   !!          .  0.   .          !
 1969.4!                                 +*   !!          .   . 0 .          !
 1970.1!                                  +   !!          .   .0  .          !
 1970.2!                                * +   !!          0   .   .          !
 1970.3!                                 +    !!          .   0   .          !
 1970.4!                               * +    !!          .0  .   .          !
 1971.1!                               +*     !!          .   . 0 .          !
 1971.2!                                +*    !!          .   .  0.          !
 1971.3!                                *+    !!          .  0.   .          !
 1971.4!                            *   +     !!        0 .   .   .          !
 1972.1!                            +  *      !!          .   .   .0         !
 1972.2!                               +      !!          .   .0  .          !
 1972.3!                               +      !!          .   .0  .          !
 1972.4!                            *  +      !!         0.   .   .          !
 1973.1!                            + *       !!          .   .   .0         !
 1973.2!                             *+       !!          .  0.   .          !
 1973.3!                             +*       !!          .   . 0 .          !
 1973.4!                          *   +       !!       0  .   .   .          !
 1974.1!                          *+          !!          . 0 .   .          !
 1974.2!                          +           !!          .  0.   .          !
 1974.3!                        *  +          !!          0   .   .          !
 1974.4!                        *+            !!          .  0.   .          !
 1975.1!                         + *          !!          .   .   0          !
 1975.2!                           + *        !!          .   .   0          !
 1975.3!                         *  +         !!        0 .   .   .          !
 1975.4!                      *  +            !!       0  .   .   .          !
 1976.1!                      +               !!          .   0   .          !
 1976.2!                      +*              !!          .   . 0 .          !
 1976.3!                      *+              !!          0   .   .          !
 1976.4!                      +               !!          .  0.   .          !
 1977.1!                       +*             !!          .   . 0 .          !
 1977.2!                      * +             !!          0   .   .          !
 1977.3!                       +              !!          .   0   .          !
 1977.4!                      *+              !!          . 0 .   .          !
 1978.1!                      +*              !!          .   .  0.          !
 1978.2!                       +*             !!          .   .  0.          !
 1978.3!                       +   *          !!          .   .   .    0     !
 1978.4!                  *       +           !0          .   .   .          !
 1979.1!                  +   *               !!          .   .   .  0       !
 1979.2!                   * +                !!         0.   .   .          !
 1979.3!                  *+                  !!          . 0 .   .          !
 1979.4!                  +*                  !!          .   . 0 .          !
 1980.1!                    + *               !!          .   .   0          !
 1980.2!                     * +              !!          .0  .   .          !
 1980.3!                     *+               !!          .  0.   .          !
 1980.4!                      +*              !!          .   .0  .          !
 1981.1!                      *+              !!          0   .   .          !
 1981.2!                     *+               !!          . 0 .   .          !
 1981.3!                      +               !!          .   0   .          !
 1981.4!                     *+               !!          .0  .   .          !
 1982.1!                     +                !!          .   0   .          !
 1982.2!                     + *              !!          .   .   0          !
 1982.3!                    *   +             !!        0 .   .   .          !
 1982.4!                     +  *             !!          .   .   .0         !
 1983.1!                     * +              !!         0.   .   .          !
 1983.2!                     +  *             !!          .   .   . 0        !
 1983.3!                       *+             !!          . 0 .   .          !
 1983.4!                       *+             !!          .  0.   .          !
 1984.1!                       +              !!          .  0.   .          !
 1984.2!                      *+              !!          . 0 .   .          !
 1984.3!                       +              !!          .   .0  .          !
 1984.4!                      * +             !!          0   .   .          !
 1985.1!                       +  *           !!          .   .   . 0        !
 1985.2!                          +           !!          .   0   .          !
 1985.3!                         *+           !!          .0  .   .          !
 1985.4!                       *+             !!          .0  .   .          !
 1986.1!                       + *            !!          .   .   .0         !
 1986.2!                        *+            !!          .  0.   .          !
 1986.3!                      *+              !!          .  0.   .          !
 1986.4!                    *+                !!          . 0 .   .          !
 1987.1!                    +  *              !!          .   .   . 0        !
 1987.2!                     *+               !!          .  0.   .          !
 1987.3!                     +*               !!          .   .  0.          !
 1987.4!                    *+                !!          . 0 .   .          !
 1988.1!                   +    *             !!          .   .   .    0     !
 1988.2!                       +              !!          .   0   .          !
 1988.3!                      +*              !!          .   . 0 .          !
 1988.4!                     *+               !!          . 0 .   .          !
 1989.1!                    +                 !!          .  0.   .          !
 1989.2!                    + *               !!          .   .   0          !
 1989.3!                     +  *             !!          .   .   .0         !
 1989.4!                     * +              !!          .0  .   .          !
 1990.1!                    +*                !!          .   .0  .          !
 1990.2!                    +                 !!          .   0   .          !
 1990.3!                   +  *               !!          .   .   .0         !
 1990.4!                     +                !!          .  0.   .          !
 1991.1!                    +*                !!          .   . 0 .          !
 1991.2!                    +*                !!          .   0   .          !
 1991.3!                   *+                 !!          .  0.   .          !
 1991.4!                   +*                 !!          .   . 0 .          !
 1992.1!                    + *               !!          .   .   .0         !
 1992.2!                    *+                !!          .0  .   .          !
 1992.3!                   +*                 !!          .   .0  .          !
 1992.4!                   + *                !!          .   .  0.          !
 1993.1!                    +  *              !!          .   .   .0         !
 1993.2!                      +               !!          .   .0  .          !
 1993.3!                     + *              !!          .   .   .0         !
 1993.4!                   *  +               !!         0.   .   .          !
 1994.1!                  +                   !!          .   .0  .          !
 1994.2!                 +  *                 !!          .   .   .0         !
 1994.3!                   + *                !!          .   .   0          !
 1994.4!                   +                  !!          .   0   .          !
 1995.1!                  + *                 !!          .   .  0.          !
 1995.2!                  + *                 !!          .   .   0          !
 1995.3!                   + *                !!          .   .  0.          !
 1995.4!                   +                  !!          .   0   .          !
 1996.1!                  +                   !!          .   0   .          !
 1996.2!                 +                    !!          .   0   .          !
 1996.3!                *+                    !!          . 0 .   .          !
 1996.4!               +*                     !!          .   . 0 .          !
 1997.1!                +*                    !!          .   .0  .          !
 1997.2!               *+                     !!          .0  .   .          !
 1997.3!            *  +                      !!         0.   .   .          !
 1997.4!            +*                        !!          .   .0  .          !
 1998.1!            +*                        !!          .   0   .          !
 1998.2!             +                        !!          .   .0  .          !
 1998.3!             + *                      !!          .   .   0          !
 1998.4!          *   +                       !!      0   .   .   .          !
 1999.1!          +*                          !!          .   .0  .          !
 1999.2!           +                          !!          .   .0  .          !
 1999.3!           +*                         !!          .   .0  .          !
 1999.4!          * +                         !!          0   .   .          !
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 2000.2!          *+                          !!          . 0 .   .          !
 2000.3!           +*                         !!          .   .0  .          !
 2000.4!         *  +                         !!        0 .   .   .          !
 2001.1!         + *                          !!          .   .   0          !
 2001.2!            +                         !!          .   0   .          !
 2001.3!           +                          !!          .  0.   .          !
 2001.4!         * +                          !!          . 0 .   .          !
 2002.1!         +*                           !!          .   .0  .          !
 2002.2!         *+                           !!          . 0 .   .          !
 2002.3!         +                            !!          .   0   .          !
 2002.4!        *+                            !!          .  0.   .          !
 2003.1!        +                             !!          .   0   .          !
 2003.2!        +                             !!          .   .0  .          !
 2003.3!        *+                            !!          .   0   .          !
 2003.4!       *+                             !!          . 0 .   .          !
 2004.1!       +                              !!          .  0.   .          !
 2004.2!      *+                              !!          .  0.   .          !
 2004.3!       +                              !!          .   0   .          !
 2004.4!     * +                              !!          0   .   .          !
 2005.1! *   +                                !!     0    .   .   .          !
 2005.2!  + *                                 !!          .   .   .0         !
 2005.3!     +  *                             !!          .   .   .0         !
 2005.4!        +*                            !!          .   .0  .          !
 2006.1!         +      *                     !!          .   .   .        0 !
 2006.2!        *      +                      !! 0        .   .   .          !
 2006.3! *      +                             !!0         .   .   .          !
 2006.4!* +                                   !!         0.   .   .          !
 2007.1! +  *                                 !!          .   .   .0         !
 2007.2!     +                                !!          .   .0  .          !
 2007.3!     *+                               !!          .  0.   .          !
 2007.4!     *+                               !!          . 0 .   .          !
 2008.1!   *  +                               !!         0.   .   .          !
 2008.2!    +                                 !!          .  0.   .          !
 2008.3!     +                                !!          .   .0  .          !
 2008.4!     +                                !!          .  0.   .          !
 2009.1!    +*                                !!          .   . 0 .          !
 2009.2!    +*                                !!          .   .0  .          !
 2009.3!    +*                                !!          .   . 0 .          !
 2009.4!   * +                                !!          .0  .   .          !
 2010.1*  +                                   !!        0 .   .   .          !
 2010.2+ *                                    !!          .   .  0.          !
 2010.3!+  *                                  !!          .   .   0          !
 2010.4!* +                                   !!          0   .   .          !
 2011.1!+*                                    !!          .   . 0 .          !
 2011.2!+                                     !!          .  0.   .          !
 2011.3+ *                                    !!          .   .  0.          !
 2011.4* +                                    !!          .0  .   .          !
 2012.1+*                                     !!          .   .0  .          !
 2012.2+                                      !!          .  0.   .          !
 2012.3+*                                     !!          .   . 0 .          !
 2012.4+                                      !!          .   0   .          !


     26.06 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKDE=UKPX$/DEPMM;                                                      
 GENR LAAUKDE=LOG(AAUKDE+.00001);                                             
 GENR LAUKDE=LOG(AUKDE+.00001);                                               
 LHS AAUKDE=EXP(LAAUKDE)-.00001;                                              
  EQ  865 LAAUKDE C LAUKDE(-1) PUKDE;                                         
EQUATION 764  LAAUKDE  
   RHS     C  LAUKDE(-1)  PUKDE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  764 PLOT=0;END;                                                     

Equation number =  764
**********************

Dependent variable = LAAUKDE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.347043504

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.014207118       0.089349775  -0.15901     1.000000
12701 LAUKDE  ( -1)       0.962841455       0.020658481  46.60756    -2.341236
12699 PUKDE   (  0)      -0.079945829       0.087096308  -0.91790     0.983132

SE of equation            =     0.104351097
Sum of squared residuals  =  2.01449302       0.106914477E-11
Average absolute error    =     0.076184022
Sum of ABS residuals      =  14.3225962    
R squared                 =   0.92534
Durbin-Watson statistic   =   2.23634
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                +  *  !!           .  .  0           !
 1966.2!                                  +   !!           .  0  .           !
 1966.3!                                 + *  !!           .  . 0.           !
 1966.4!                                * +   !!           .0 .  .           !
 1967.1!                                +  *  !!           .  .  0           !
 1967.2!                                  +   !!           .  0  .           !
 1967.3!                                 +    !!           .  .0 .           !
 1967.4!                                *+    !!           .  0  .           !
 1968.1!                                +*    !!           .  .0 .           !
 1968.2!                                + *   !!           .  . 0.           !
 1968.3!                                 +  * !!           .  .  0           !
 1968.4!                                 *  + !!           0  .  .           !
 1969.1!                                +*    !!           .  0  .           !
 1969.2!                                + *   !!           .  . 0.           !
 1969.3!                                 + *  !!           .  . 0.           !
 1969.4!                                   +  !!           .  0  .           !
 1970.1!                                  + * !!           .  . 0.           !
 1970.2!                                   *+ !!           . 0.  .           !
 1970.3!                                * +   !!           .0 .  .           !
 1970.4!                                +   * !!           .  .  .0          !
 1971.1!                                 * +  !!           .0 .  .           !
 1971.2!                                 +  * !!           .  .  .0          !
 1971.3!                                  * + !!           .0 .  .           !
 1971.4!                                 + *  !!           .  . 0.           !
 1972.1!                                  +*  !!           .  0  .           !
 1972.2!                                  +   !!           .  0  .           !
 1972.3!                               * +    !!           .0 .  .           !
 1972.4!                               +  *   !!           .  .  0           !
 1973.1!                                 *+   !!           .  0  .           !
 1973.2!                               * +    !!           .0 .  .           !
 1973.3!                               +    * !!           .  .  .  0        !
 1973.4!                                  * + !!           .0 .  .           !
 1974.1!                                  + * !!           .  . 0.           !
 1974.2!                                   +* !!           .  0  .           !
 1974.3!                                   +  *!           .  .  0           !
 1974.4!                                 *    +!          0.  .  .           !
 1975.1!                                *+    !!           . 0.  .           !
 1975.2!                                +*    !!           .  .0 .           !
 1975.3!                                +  *  !!           .  .  0           !
 1975.4!                               *   +  !!         0 .  .  .           !
 1976.1!                              +  *    !!           .  .  0           !
 1976.2!                                 +*   !!           .  0  .           !
 1976.3!                                  +   !!           .  0  .           !
 1976.4!                               * +    !!           .0 .  .           !
 1977.1!                               +  *   !!           .  .  0           !
 1977.2!                                  +*  !!           .  . 0.           !
 1977.3!                                   +* !!           .  .0 .           !
 1977.4!                                  *+  !!           .0 .  .           !
 1978.1!                                 + *  !!           .  . 0.           !
 1978.2!                                 * +  !!           .0 .  .           !
 1978.3!                               * +    !!           .0 .  .           !
 1978.4!                               +*     !!           .  .0 .           !
 1979.1!                                +     !!           .  0  .           !
 1979.2!                                +   * !!           .  .  .0          !
 1979.3!                                  *+  !!           . 0.  .           !
 1979.4!                                 +*   !!           .  .0 .           !
 1980.1!                              *  +    !!           0  .  .           !
 1980.2!                             +        !!           .  0  .           !
 1980.3!                            +   *     !!           .  .  .0          !
 1980.4!                             * +      !!           .0 .  .           !
 1981.1!                            + *       !!           .  . 0.           !
 1981.2!                             +        !!           .  0  .           !
 1981.3!                        *   +         !!          0.  .  .           !
 1981.4!                        +    *        !!           .  .  .  0        !
 1982.1!                         *   +        !!          0.  .  .           !
 1982.2!                        +  *          !!           .  .  0           !
 1982.3!                           + *        !!           .  . 0.           !
 1982.4!                           *+         !!           . 0.  .           !
 1983.1!                           +          !!           .  0  .           !
 1983.2!                          + *         !!           .  . 0.           !
 1983.3!                          *+          !!           . 0.  .           !
 1983.4!                      *  +            !!          0.  .  .           !
 1984.1!                     +*               !!           .  .0 .           !
 1984.2!                      +               !!           .  0  .           !
 1984.3!                     +*               !!           .  .0 .           !
 1984.4!                     *+               !!           .  0  .           !
 1985.1!                     + *              !!           .  . 0.           !
 1985.2!                    *  +              !!           0  .  .           !
 1985.3!                    +  *              !!           .  .  0           !
 1985.4!                     * +              !!           . 0.  .           !
 1986.1!                     +                !!           .  0  .           !
 1986.2!                   * +                !!           .0 .  .           !
 1986.3!                 * +                  !!           .0 .  .           !
 1986.4!                 +*                   !!           .  . 0.           !
 1987.1!                  +  *                !!           .  .  0           !
 1987.2!                   * +                !!           .0 .  .           !
 1987.3!                   +*                 !!           .  .0 .           !
 1987.4!                  * +                 !!           .0 .  .           !
 1988.1!                * +                   !!           .0 .  .           !
 1988.2!                +  *                  !!           .  .  0           !
 1988.3!                   +*                 !!           .  .0 .           !
 1988.4!              *     +                 !!        0  .  .  .           !
 1989.1!              +  *                    !!           .  .  0           !
 1989.2!                 +                    !!           .  0  .           !
 1989.3!               * +                    !!           . 0.  .           !
 1989.4!               +*                     !!           .  .0 .           !
 1990.1!                + *                   !!           .  . 0.           !
 1990.2!                  + *                 !!           .  .  0           !
 1990.3!                 *  +                 !!           0  .  .           !
 1990.4!                 +*                   !!           .  .0 .           !
 1991.1!                  +                   !!           .  0  .           !
 1991.2!                 *+                   !!           . 0.  .           !
 1991.3!             *   +                    !!          0.  .  .           !
 1991.4!             +      *                 !!           .  .  .   0       !
 1992.1!                  * +                 !!           0  .  .           !
 1992.2!                 +*                   !!           .  .0 .           !
 1992.3!                  +                   !!           .  .0 .           !
 1992.4!                  + *                 !!           .  . 0.           !
 1993.1!                    + *               !!           .  . 0.           !
 1993.2!                *     +               !!        0  .  .  .           !
 1993.3!               *+                     !!           . 0.  .           !
 1993.4!            *  +                      !!           0  .  .           !
 1994.1!            +    *                    !!           .  .  . 0         !
 1994.2!             *  +                     !!          0.  .  .           !
 1994.3!             + *                      !!           .  . 0.           !
 1994.4!             * +                      !!           .0 .  .           !
 1995.1!             + *                      !!           .  . 0.           !
 1995.2!              *+                      !!           . 0.  .           !
 1995.3!              +   *                   !!           .  .  .0          !
 1995.4!             *    +                   !!         0 .  .  .           !
 1996.1!              + *                     !!           .  .  0           !
 1996.2!                +                     !!           .  0  .           !
 1996.3!                + *                   !!           .  . 0.           !
 1996.4!               *  +                   !!           0  .  .           !
 1997.1!             * +                      !!           .0 .  .           !
 1997.2!            + *                       !!           .  .0 .           !
 1997.3!             *+                       !!           . 0.  .           !
 1997.4!            *+                        !!           . 0.  .           !
 1998.1!            +                         !!           .  0  .           !
 1998.2!            +                         !!           .  .0 .           !
 1998.3!            + *                       !!           .  .0 .           !
 1998.4!            * +                       !!           . 0.  .           !
 1999.1!            + *                       !!           .  . 0.           !
 1999.2!              +*                      !!           .  .0 .           !
 1999.3!               +                      !!           .  0  .           !
 1999.4!              +*                      !!           .  .0 .           !
 2000.1!               +                      !!           .  0  .           !
 2000.2!               +*                     !!           .  .0 .           !
 2000.3!                +*                    !!           .  .0 .           !
 2000.4!                *+                    !!           .  0  .           !
 2001.1!                +                     !!           .  0  .           !
 2001.2!               *+                     !!           . 0.  .           !
 2001.3!          *    +                      !!         0 .  .  .           !
 2001.4!          +*                          !!           .  0  .           !
 2002.1!           +   *                      !!           .  .  . 0         !
 2002.2!               +      *               !!           .  .  .   0       !
 2002.3!                    *+                !!           . 0.  .           !
 2002.4!              *     +                 !!       0   .  .  .           !
 2003.1!              + *                     !!           .  . 0.           !
 2003.2!           *    +                     !!         0 .  .  .           !
 2003.3!        *  +                          !!           0  .  .           !
 2003.4!        +                             !!           . 0.  .           !
 2004.1!      * +                             !!           .0 .  .           !
 2004.2!      +                               !!           .  0  .           !
 2004.3!    * +                               !!           .0 .  .           !
 2004.4!    +*                                !!           .  .0 .           !
 2005.1!     +*                               !!           .  .0 .           !
 2005.2!     * +                              !!           .0 .  .           !
 2005.3!     +   *                            !!           .  .  0           !
 2005.4!         +*                           !!           .  . 0.           !
 2006.1!           +            *             !!           .  .  .           0
 2006.2!                        +  *          !!           .  .  0           !
 2006.3!             *             +          !0           .  .  .           !
 2006.4!      *      +                        !!       0   .  .  .           !
 2007.1!  *   +                               !!         0 .  .  .           !
 2007.2*   +                                  !!          0.  .  .           !
 2007.3!+    *                                !!           .  .  . 0         !
 2007.4!     +                                !!           .  0  .           !
 2008.1!  *  +                                !!           0  .  .           !
 2008.2! * +                                  !!           .0 .  .           !
 2008.3! +  *                                 !!           .  .  0           !
 2008.4!     + *                              !!           .  .  0           !
 2009.1!     *  +                             !!           0  .  .           !
 2009.2!    *+                                !!           . 0.  .           !
 2009.3!     +  *                             !!           .  .  .0          !
 2009.4!         +*                           !!           .  .0 .           !
 2010.1!        * +                           !!           .0 .  .           !
 2010.2!    *    +                            !!         0 .  .  .           !
 2010.3!     +  *                             !!           .  .  .0          !
 2010.4!      *  +                            !!           0  .  .           !
 2011.1!       +                              !!           .  0  .           !
 2011.2!        +                             !!           .  0  .           !
 2011.3!    *   +                             !!         0 .  .  .           !
 2011.4!    +*                                !!           .  0  .           !
 2012.1!     +                                !!           .  0  .           !
 2012.2!      +                               !!           .  0  .           !
 2012.3!     *+                               !!           . 0.  .           !
 2012.4!  *   +                               !!          0.  .  .           !


     26.60 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
@EQ   866 LAAFIDE C LAFIDE(-1) PFIDE;SMPL 1966.1 2012.4;OLS;EST  866 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASDE=ASPX$/DEPMM;                                                      
 GENR LAAASDE=LOG(AAASDE+.00001);                                             
 GENR LAASDE=LOG(AASDE+.00001);                                               
 LHS AAASDE=EXP(LAAASDE)-.00001;                                              
  EQ  867 LAAASDE C LAASDE(-1) PASDE;                                         
EQUATION 765  LAAASDE  
   RHS     C  LAASDE(-1)  PASDE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  765 PLOT=0;END;                                                     

Equation number =  765
**********************

Dependent variable = LAAASDE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.544037945

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.455606583       0.385441351  -8.96532     1.000000
12704 LAASDE  ( -1)       0.296912637       0.069151005   4.29369    -6.543770
12702 PASDE   (  0)      -1.046530286       0.182127208  -5.74615     1.094573

SE of equation            =     0.504228961
Sum of squared residuals  =  47.0356663       0.413376000E-10
Average absolute error    =     0.363403353
Sum of ABS residuals      =  68.3198303    
R squared                 =   0.37304
Durbin-Watson statistic   =   2.19673
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!            +                         !!           .  0  .           !
 1966.2!        *  +                          !!           .0 .  .           !
 1966.3!         *+                           !!           . 0.  .           !
 1966.4!           +                          !!           .  0  .           !
 1967.1!            + *                       !!           .  .0 .           !
 1967.2!             +  *                     !!           .  . 0.           !
 1967.3!          *   +                       !!           .0 .  .           !
 1967.4!           *+                         !!           .  0  .           !
 1968.1!            +  *                      !!           .  .0 .           !
 1968.2!             +                        !!           .  0  .           !
 1968.3!          *  +                        !!           .0 .  .           !
 1968.4!       *    +                         !!           0  .  .           !
 1969.1!           +                          !!           .  0  .           !
 1969.2!        *   +                         !!           .0 .  .           !
 1969.3!          *+                          !!           . 0.  .           !
 1969.4!             + *                      !!           .  .0 .           !
 1970.1!               +  *                   !!           .  . 0.           !
 1970.2!            *   +                     !!           0  .  .           !
 1970.3!          *    +                      !!           .0 .  .           !
 1970.4!            * +                       !!           .0 .  .           !
 1971.1!          *    +                      !!           0  .  .           !
 1971.2!              + *                     !!           .  .0 .           !
 1971.3!              * +                     !!           . 0.  .           !
 1971.4!             *  +                     !!           .0 .  .           !
 1972.1!            *  +                      !!           .0 .  .           !
 1972.2!          *    +                      !!           0  .  .           !
 1972.3!              +                       !!           .  0  .           !
 1972.4!             +*                       !!           .  .0 .           !
 1973.1!           +  *                       !!           .  . 0.           !
 1973.2!            +                         !!           .  0  .           !
 1973.3!            +*                        !!           .  0  .           !
 1973.4!            +                         !!           .  0  .           !
 1974.1!     *    +                           !!           0  .  .           !
 1974.2!          +*                          !!           .  0  .           !
 1974.3!           *+                         !!           . 0.  .           !
 1974.4!        *     +                       !!           0  .  .           !
 1975.1!         *    +                       !!           0  .  .           !
 1975.2!           *  +                       !!           .0 .  .           !
 1975.3!        *     +                       !!           0  .  .           !
 1975.4!          *  +                        !!           .0 .  .           !
 1976.1!       *      +                       !!          0.  .  .           !
 1976.2!      *     +                         !!          0.  .  .           !
 1976.3!        *    +                        !!           0  .  .           !
 1976.4!        *     +                       !!           0  .  .           !
 1977.1!           *  +                       !!           .0 .  .           !
 1977.2!     *         +                      !!        0  .  .  .           !
 1977.3!            *+                        !!           . 0.  .           !
 1977.4!         *      +                     !!          0.  .  .           !
 1978.1!         *     +                      !!          0.  .  .           !
 1978.2!       *       +                      !!         0 .  .  .           !
 1978.3!               +                      !!           .  0  .           !
 1978.4!                 +  *                 !!           .  .0 .           !
 1979.1!                   +                  !!           .  0  .           !
 1979.2!            *     +                   !!           0  .  .           !
 1979.3!               *+                     !!           . 0.  .           !
 1979.4!                *+                    !!           .  0  .           !
 1980.1!                 *+                   !!           .  0  .           !
 1980.2!                * +                   !!           . 0.  .           !
 1980.3!                *+                    !!           . 0.  .           !
 1980.4!        *        +                    !!         0 .  .  .           !
 1981.1!              +*                      !!           .  0  .           !
 1981.2!            *  +                      !!           .0 .  .           !
 1981.3!              + *                     !!           .  .0 .           !
 1981.4!                +                     !!           .  0  .           !
 1982.1!      *         +                     !!        0  .  .  .           !
 1982.2!        *    +                        !!           0  .  .           !
 1982.3!              + *                     !!           .  .0 .           !
 1982.4!               *+                     !!           .  0  .           !
 1983.1!                +    *                !!           .  .  0           !
 1983.2!           *      +                   !!          0.  .  .           !
 1983.3! *             +                      !!      0    .  .  .           !
 1983.4!            +           *             !!           .  .  .   0       !
 1984.1!           *      +                   !!          0.  .  .           !
 1984.2!               +         *            !!           .  .  .  0        !
 1984.3!          *        +                  !!         0 .  .  .           !
 1984.4!              +         *             !!           .  .  .  0        !
 1985.1*                   +                  !!  0        .  .  .           !
 1985.2!            +                        *!!           .  .  .           0
 1985.3!                        +         *   !!           .  .  .  0        !
 1985.4!                        +   *         !!           .  .  0           !
 1986.1!                      +        *      !!           .  .  . 0         !
 1986.2!                       +    *         !!           .  .  0           !
 1986.3!                       +         *    !!           .  .  . 0         !
 1986.4!                        +     *       !!           .  .  0           !
 1987.1!                        +           * !!           .  .  .   0       !
 1987.2!                        * +           !!           . 0.  .           !
 1987.3!                      +     *         !!           .  .  .0          !
 1987.4!                      *+              !!           . 0.  .           !
 1988.1!                     +    *           !!           .  .  0           !
 1988.2!                     +                !!           .  0  .           !
 1988.3!                 * +                  !!           . 0.  .           !
 1988.4!                 +                    !!           .  0  .           !
 1989.1!                 +       *            !!           .  .  . 0         !
 1989.2!                    +   *             !!           .  .  0           !
 1989.3!                 * +                  !!           . 0.  .           !
 1989.4!                 +     *              !!           .  .  0           !
 1990.1!                    + *               !!           .  .0 .           !
 1990.2!                    +    *            !!           .  .  0           !
 1990.3!             *       +                !!         0 .  .  .           !
 1990.4!                  +        *          !!           .  .  . 0         !
 1991.1!                 *     +              !!          0.  .  .           !
 1991.2!                    +       *         !!           .  .  . 0         !
 1991.3!                       +    *         !!           .  .  0           !
 1991.4!                      *+              !!           . 0.  .           !
 1992.1!                      + *             !!           .  .0 .           !
 1992.2!                   *  +               !!           .0 .  .           !
 1992.3!                     +*               !!           .  0  .           !
 1992.4!                 *    +               !!           0  .  .           !
 1993.1!                    +                 !!           .  0  .           !
 1993.2!                    *+                !!           . 0.  .           !
 1993.3!                    *+                !!           . 0.  .           !
 1993.4!                  *  +                !!           .0 .  .           !
 1994.1!                    + *               !!           .  .0 .           !
 1994.2!                    * +               !!           . 0.  .           !
 1994.3!                  *  +                !!           .0 .  .           !
 1994.4!                  * +                 !!           . 0.  .           !
 1995.1!                    +                 !!           .  0  .           !
 1995.2!                     +      *         !!           .  .  .0          !
 1995.3!                    *   +             !!           .0 .  .           !
 1995.4!                     + *              !!           .  .0 .           !
 1996.1!                      +       *       !!           .  .  . 0         !
 1996.2!                   *    +             !!           0  .  .           !
 1996.3!                   * +                !!           . 0.  .           !
 1996.4!                     +    *           !!           .  .  0           !
 1997.1!                      +  *            !!           .  . 0.           !
 1997.2!                 *    +               !!           0  .  .           !
 1997.3!                   +                  !!           .  0  .           !
 1997.4!               *    +                 !!           0  .  .           !
 1998.1!                 * +                  !!           . 0.  .           !
 1998.2!                    +                 *!           .  .  .       0   !
 1998.3!                     *     +          !!           0  .  .           !
 1998.4!                      +    *          !!           .  .  0           !
 1999.1!               *        +             !!         0 .  .  .           !
 1999.2!          *         +                 !!        0  .  .  .           !
 1999.3!                  +  *                !!           .  . 0.           !
 1999.4!                    * +               !!           . 0.  .           !
 2000.1!                     +        *       !!           .  .  . 0         !
 2000.2!              *        +              !!        0  .  .  .           !
 2000.3!                   + *                !!           .  .0 .           !
 2000.4!                     +  *             !!           .  . 0.           !
 2001.1!                 *    +               !!           0  .  .           !
 2001.2!              *    +                  !!           0  .  .           !
 2001.3!                   + *                !!           .  .0 .           !
 2001.4!                   * +                !!           . 0.  .           !
 2002.1!             *      +                 !!          0.  .  .           !
 2002.2!                  +*                  !!           .  .0 .           !
 2002.3!                    *+                !!           .  0  .           !
 2002.4!                     +                !!           .  0  .           !
 2003.1!                 *   +                !!           .0 .  .           !
 2003.2!                    +  *              !!           .  . 0.           !
 2003.3!                    * +               !!           . 0.  .           !
 2003.4!                     +     *          !!           .  .  .0          !
 2004.1!                      *+              !!           . 0.  .           !
 2004.2!                     + *              !!           .  .0 .           !
 2004.3!                     +*               !!           .  .0 .           !
 2004.4!                     +*               !!           .  .0 .           !
 2005.1!                     +*               !!           .  .0 .           !
 2005.2!                   + *                !!           .  .0 .           !
 2005.3!                   +  *               !!           .  . 0.           !
 2005.4!                   +                  !!           .  0  .           !
 2006.1!                  + *                 !!           .  .0 .           !
 2006.2!                  +*                  !!           .  .0 .           !
 2006.3!                  + *                 !!           .  .0 .           !
 2006.4!                  +                   !!           .  0  .           !
 2007.1!                 + *                  !!           .  .0 .           !
 2007.2!                 +                    !!           .  0  .           !
 2007.3!                *+                    !!           .  0  .           !
 2007.4!                 +                    !!           .  0  .           !
 2008.1!                 +*                   !!           .  .0 .           !
 2008.2!                +*                    !!           .  .0 .           !
 2008.3!            * +                       !!           . 0.  .           !
 2008.4!            +*                        !!           .  0  .           !
 2009.1!             +    *                   !!           .  .  0           !
 2009.2!                +*                    !!           .  .0 .           !
 2009.3!               * +                    !!           . 0.  .           !
 2009.4!               +  *                   !!           .  . 0.           !
 2010.1!               *+                     !!           .  0  .           !
 2010.2!            +  *                      !!           .  . 0.           !
 2010.3!           +*                         !!           .  .0 .           !
 2010.4!           +     *                    !!           .  .  0           !
 2011.1!            + *                       !!           .  .0 .           !
 2011.2!          +    *                      !!           .  .  0           !
 2011.3!         +   *                        !!           .  .  0           !
 2011.4!         +    *                       !!           .  .  0           !
 2012.1!          +       *                   !!           .  .  . 0         !
 2012.2!           +*                         !!           .  .0 .           !
 2012.3!          +*                          !!           .  .0 .           !
 2012.4!          + *                         !!           .  .0 .           !


     24.47 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
@@EQ  868 LAASODE C LASODE(-1) PSODE;SMPL 1998.3 2012.4;OLS;EST  868 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKODE=KOPX$/DEPMM;                                                      
 GENR LAAKODE=LOG(AAKODE+.00001);                                             
 GENR LAKODE=LOG(AKODE+.00001);                                               
 LHS AAKODE=EXP(LAAKODE)-.00001;                                              
  EQ  869 LAAKODE C LAKODE(-1) PKODE;                                         
EQUATION 766  LAAKODE  
   RHS     C  LAKODE(-1)  PKODE  
 SMPL 1977.3 2012.4;                                                          
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
 OLS;EST  766 PLOT=0;END;                                                     

Equation number =  766
**********************

Dependent variable = LAAKODE 

 1977.3 -   2012.4,    0 missing obs.,  142 obs. used.

Mean of dependent variable       -5.362432719

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.468822308       0.349985272  -7.05407     1.000000
12707 LAKODE  ( -1)       0.413080574       0.076132831   5.42579    -5.369424
12705 PKODE   (  0)      -0.486659177       0.116583247  -4.17435     1.388252

SE of equation            =     0.442834236
Sum of squared residuals  =  27.2582003      -0.365263375E-11
Average absolute error    =     0.320541236
Sum of ABS residuals      =  45.5168555    
R squared                 =   0.42304
Durbin-Watson statistic   =   2.06214
SMPL and No. Obs.         = 1977.3   2012.4    142

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.3!           +*                         !!        .     .0    .        !
 1977.4!          *   +                       !!        .  0  .     .        !
 1978.1!      *       +                       !!       0.     .     .        !
 1978.2!      *    +                          !!        .0    .     .        !
 1978.3!          *+                          !!        .    0.     .        !
 1978.4!           * +                        !!        .   0 .     .        !
 1979.1!     *       +                        !!       0.     .     .        !
 1979.2!           +                          !!        .     0     .        !
 1979.3!           *  +                       !!        .  0  .     .        !
 1979.4!              +                       !!        .     0     .        !
 1980.1!     *          +                     !!    0   .     .     .        !
 1980.2!            +                         !!        .     0     .        !
 1980.3!          *    +                      !!        . 0   .     .        !
 1980.4!          *   +                       !!        .  0  .     .        !
 1981.1!  *           +                       !!   0    .     .     .        !
 1981.2!    *    +                            !!        . 0   .     .        !
 1981.3!       *  +                           !!        .  0  .     .        !
 1981.4!            +                         !!        .     0     .        !
 1982.1*              +                       !! 0      .     .     .        !
 1982.2!        +   *                         !!        .     .  0  .        !
 1982.3!         *   +                        !!        . 0   .     .        !
 1982.4!          * +                         !!        .    0.     .        !
 1983.1! *           +                        !!   0    .     .     .        !
 1983.2!         +                            !!        .     .0    .        !
 1983.3!            +        *                !!        .     .     . 0      !
 1983.4!                 +          *         !!        .     .     .   0    !
 1984.1!    *               +                 !!0       .     .     .        !
 1984.2!       *  +                           !!        .  0  .     .        !
 1984.3!          +               *           !!        .     .     .        0
 1984.4!                  +      *            !!        .     .     0        !
 1985.1! *               +                    !!0       .     .     .        !
 1985.2!     *  +                             !!        .  0  .     .        !
 1985.3!         *+                           !!        .    0.     .        !
 1985.4!            *+                        !!        .     0     .        !
 1986.1!               +        *             !!        .     .     .  0     !
 1986.2!           *       +                  !!      0 .     .     .        !
 1986.3!              +                       !!        .    0.     .        !
 1986.4!               +                      !!        .     0     .        !
 1987.1!              * +                     !!        .   0 .     .        !
 1987.2!               + *                    !!        .     . 0   .        !
 1987.3!                *+                    !!        .     0     .        !
 1987.4!                + *                   !!        .     . 0   .        !
 1988.1!                 +*                   !!        .     .0    .        !
 1988.2!                + *                   !!        .     .0    .        !
 1988.3!               +         *            !!        .     .     .  0     !
 1988.4!                  +     *             !!        .     .     0        !
 1989.1!             *    +                   !!        . 0   .     .        !
 1989.2!          * +                         !!        .   0 .     .        !
 1989.3!           +  *                       !!        .     .  0  .        !
 1989.4!    *         +                       !!     0  .     .     .        !
 1990.1!          +  *                        !!        .     .  0  .        !
 1990.2!              +    *                  !!        .     .   0 .        !
 1990.3!                 +                    !!        .     0     .        !
 1990.4!                 +            *       !!        .     .     .    0   !
 1991.1!                     *+               !!        .    0.     .        !
 1991.2!                  +     *             !!        .     .     0        !
 1991.3!                *  +                  !!        .   0 .     .        !
 1991.4!                +          *          !!        .     .     .   0    !
 1992.1!                     +                !!        .     0     .        !
 1992.2!                  +*                  !!        .     .0    .        !
 1992.3!                  +                   !!        .     0     .        !
 1992.4!                 +  *                 !!        .     . 0   .        !
 1993.1!                 +*                   !!        .     .0    .        !
 1993.2!                 +*                   !!        .     .0    .        !
 1993.3!                 +              *     !!        .     .     .       0!
 1993.4!                   *  +               !!        .  0  .     .        !
 1994.1!                 +    *               !!        .     .    0.        !
 1994.2!                 *+                   !!        .    0.     .        !
 1994.3!     *          +                     !!    0   .     .     .        !
 1994.4!  *        +                          !!      0 .     .     .        !
 1995.1!          +      *                    !!        .     .     0        !
 1995.2!                 + *                  !!        .     . 0   .        !
 1995.3!                  +*                  !!        .     .0    .        !
 1995.4!                  + *                 !!        .     .0    .        !
 1996.1!                  + *                 !!        .     . 0   .        !
 1996.2!                   +  *               !!        .     .  0  .        !
 1996.3!                    +*                !!        .     .0    .        !
 1996.4!                   +   *              !!        .     .  0  .        !
 1997.1!                    +*                !!        .     .0    .        !
 1997.2!                   +   *              !!        .     .   0 .        !
 1997.3!                    + *               !!        .     . 0   .        !
 1997.4!                       +     *        !!        .     .    0.        !
 1998.1!                           +*         !!        .     0     .        !
 1998.2!                          +*          !!        .     .0    .        !
 1998.3!                        *+            !!        .    0.     .        !
 1998.4!                        +*            !!        .     .0    .        !
 1999.1!                      +     *         !!        .     .    0.        !
 1999.2!                       +      *       !!        .     .     .0       !
 1999.3!                        +     *       !!        .     .     0        !
 1999.4!                        +        *    !!        .     .     . 0      !
 2000.1!                     *  +             !!        .  0  .     .        !
 2000.2!                   +  *               !!        .     .  0  .        !
 2000.3!                    + *               !!        .     . 0   .        !
 2000.4!                    +  *              !!        .     .  0  .        !
 2001.1!                  *  +                !!        .  0  .     .        !
 2001.2!                  *+                  !!        .    0.     .        !
 2001.3!                  * +                 !!        .   0 .     .        !
 2001.4!                   *+                 !!        .    0.     .        !
 2002.1!                    +*                !!        .     .0    .        !
 2002.2!                     +                !!        .     0     .        !
 2002.3!                     +*               !!        .     0     .        !
 2002.4!                      + *             !!        .     . 0   .        !
 2003.1!                     * +              !!        .    0.     .        !
 2003.2!                      +*              !!        .     .0    .        !
 2003.3!                       +              !!        .     0     .        !
 2003.4!                       + *            !!        .     . 0   .        !
 2004.1!                        +     *       !!        .     .    0.        !
 2004.2!                          +   *       !!        .     .   0 .        !
 2004.3!                          +  *        !!        .     .  0  .        !
 2004.4!                         +    *       !!        .     .   0 .        !
 2005.1!                          +  *        !!        .     .  0  .        !
 2005.2!                          +*          !!        .     .0    .        !
 2005.3!                         +    *       !!        .     .    0.        !
 2005.4!                         *+           !!        .    0.     .        !
 2006.1!                        +*            !!        .     .0    .        !
 2006.2!                        +          *  !!        .     .     .   0    !
 2006.3!                       *    +         !!        .0    .     .        !
 2006.4!                       +*             !!        .     0     .        !
 2007.1!                        +*            !!        .     .0    .        !
 2007.2!                       * +            !!        .   0 .     .        !
 2007.3!                   *    +             !!        . 0   .     .        !
 2007.4!                      *+              !!        .     0     .        !
 2008.1!                      * +             !!        .   0 .     .        !
 2008.2!                  *     +             !!        .0    .     .        !
 2008.3!                 *    +               !!        .0    .     .        !
 2008.4!                      +*              !!        .     .0    .        !
 2009.1!                         +  *         !!        .     .  0  .        !
 2009.2!                           +          *!        .     .     .   0    !
 2009.3!              *                +      !0        .     .     .        !
 2009.4!              *      +                !!        0     .     .        !
 2010.1!                     +               *!!        .     .     .        0
 2010.2!                 *            +       !!   0    .     .     .        !
 2010.3!               *      +               !!        0     .     .        !
 2010.4!                     +        *       !!        .     .     .0       !
 2011.1!                   *       +          !!      0 .     .     .        !
 2011.2!                       +     *        !!        .     .     0        !
 2011.3!                   *       +          !!      0 .     .     .        !
 2011.4!                     * +              !!        .    0.     .        !
 2012.1!                   *    +             !!        .0    .     .        !
 2012.2!                     * +              !!        .   0 .     .        !
 2012.3!                      * +             !!        .   0 .     .        !
 2012.4!                   *    +             !!        .0    .     .        !


     25.35 percent of the residuals exceed 1 SE
      6.34 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEDE=BEPX$Q/DEPMM;                                                     
 GENR LAABEDE=LOG(AABEDE+.00001);                                             
 GENR LABEDE=LOG(ABEDE+.00001);                                               
 LHS AABEDE=EXP(LAABEDE)-.00001;                                              
  EQ  870 LAABEDE C LABEDE(-1) PBEDE;                                         
EQUATION 767  LAABEDE  
   RHS     C  LABEDE(-1)  PBEDE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  767 PLOT=0;END;                                                     

Equation number =  767
**********************

Dependent variable = LAABEDE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.211829755

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.648511764       0.150101000  -4.32050     1.000000
12710 LABEDE  ( -1)       0.669091674       0.052822450  12.66681    -3.211494
12708 PBEDE   (  0)      -0.431963719       0.116807709  -3.69808     0.959650

SE of equation            =     0.094044007
Sum of squared residuals  =  1.63619093       0.103834275E-09
Average absolute error    =     0.069065580
Sum of ABS residuals      =  12.9843289    
R squared                 =   0.61258
Durbin-Watson statistic   =   2.44265
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!       *     +                        !!         0.   .   .          !
 1966.2!         *+                           !!          .  0.   .          !
 1966.3!         *+                           !!          .  0.   .          !
 1966.4!        * +                           !!          . 0 .   .          !
 1967.1!         +*                           !!          .   .0  .          !
 1967.2!    *      +                          !!        0 .   .   .          !
 1967.3!     * +                              !!          . 0 .   .          !
 1967.4!     * +                              !!          . 0 .   .          !
 1968.1! *      +                             !!        0 .   .   .          !
 1968.2!     +                                !!          .   0   .          !
 1968.3!     *  +                             !!          .0  .   .          !
 1968.4!       *+                             !!          .  0.   .          !
 1969.1!         +  *                         !!          .   . 0 .          !
 1969.2!           *+                         !!          .   0   .          !
 1969.3!            + *                       !!          .   . 0 .          !
 1969.4!  *           +                       !!    0     .   .   .          !
 1970.1!      +  *                            !!          .   . 0 .          !
 1970.2!           + *                        !!          .   . 0 .          !
 1970.3!      *       +                       !!       0  .   .   .          !
 1970.4!     *   +                            !!          .0  .   .          !
 1971.1!   *    +                             !!          0   .   .          !
 1971.2!*       +                             !!       0  .   .   .          !
 1971.3!     +    *                           !!          .   .   0          !
 1971.4*            +                         !!   0      .   .   .          !
 1972.1!    +*                                !!          .   .0  .          !
 1972.2!        +*                            !!          .   .0  .          !
 1972.3!           + *                        !!          .   . 0 .          !
 1972.4!              +      *                !!          .   .   .  0       !
 1973.1!                *   +                 !!          0   .   .          !
 1973.2!                +  *                  !!          .   . 0 .          !
 1973.3!                 *+                   !!          .  0.   .          !
 1973.4!                +   *                 !!          .   .  0.          !
 1974.1!                  *+                  !!          .  0.   .          !
 1974.2!                 + *                  !!          .   . 0 .          !
 1974.3!                  +    *              !!          .   .   0          !
 1974.4!                 *   +                !!          0   .   .          !
 1975.1!                 +      *             !!          .   .   .  0       !
 1975.2!                      + *             !!          .   . 0 .          !
 1975.3!                    * +               !!          . 0 .   .          !
 1975.4!                    +      *          !!          .   .   .  0       !
 1976.1!                      * +             !!          . 0 .   .          !
 1976.2!                   *+                 !!          .  0.   .          !
 1976.3!                   +               *  !!          .   .   .          0
 1976.4!                      *      +        !!        0 .   .   .          !
 1977.1!                     +    *           !!          .   .   .0         !
 1977.2!                       +     *        !!          .   .   .0         !
 1977.3!                         +            !!          .   0   .          !
 1977.4!                      +   *           !!          .   .  0.          !
 1978.1!                       +*             !!          .   .0  .          !
 1978.2!                 *    +               !!          0   .   .          !
 1978.3!                 +     *              !!          .   .   .0         !
 1978.4!            *       +                 !!      0   .   .   .          !
 1979.1!             +      *                 !!          .   .   . 0        !
 1979.2!                   +  *               !!          .   .  0.          !
 1979.3!                    +      *          !!          .   .   . 0        !
 1979.4!                *       +             !!       0  .   .   .          !
 1980.1!                 +       *            !!          .   .   .   0      !
 1980.2!                        +         *   !!          .   .   .    0     !
 1980.3!                      *      +        !!        0 .   .   .          !
 1980.4!                     +        *       !!          .   .   .   0      !
 1981.1!                          * +         !!          . 0 .   .          !
 1981.2!                         +            *!          .   .   .       0  !
 1981.3!                                 +    !!          .   0   .          !
 1981.4!                            *+        !!          .  0.   .          !
 1982.1!                     *     +          !!         0.   .   .          !
 1982.2!                    * +               !!          . 0 .   .          !
 1982.3!                  *  +                !!          .0  .   .          !
 1982.4!                    +                 !!          .   0   .          !
 1983.1!                    + *               !!          .   . 0 .          !
 1983.2!                     *+               !!          .  0.   .          !
 1983.3!                 *    +               !!          0   .   .          !
 1983.4!                 *  +                 !!          .0  .   .          !
 1984.1!                *  +                  !!          .0  .   .          !
 1984.2!            *      +                  !!        0 .   .   .          !
 1984.3!                + *                   !!          .   . 0 .          !
 1984.4!            *       +                 !!       0  .   .   .          !
 1985.1!                +   *                 !!          .   .   0          !
 1985.2!                   *  +               !!          .0  .   .          !
 1985.3!                    + *               !!          .   . 0 .          !
 1985.4!                  *   +               !!          0   .   .          !
 1986.1!                   +    *             !!          .   .   0          !
 1986.2!                    * +               !!          . 0 .   .          !
 1986.3!                    +*                !!          .   .0  .          !
 1986.4!                    +*                !!          .   .0  .          !
 1987.1!                   *+                 !!          .  0.   .          !
 1987.2!                   +                  !!          .   0   .          !
 1987.3!                   +*                 !!          .   0   .          !
 1987.4!                    +*                !!          .   . 0 .          !
 1988.1!                   * +                !!          . 0 .   .          !
 1988.2!                   +                  !!          .   0   .          !
 1988.3!                *  +                  !!          .0  .   .          !
 1988.4!           *     +                    !!         0.   .   .          !
 1989.1!              + *                     !!          .   . 0 .          !
 1989.2!                 +*                   !!          .   .0  .          !
 1989.3!                 *+                   !!          .  0.   .          !
 1989.4!             *   +                    !!          0   .   .          !
 1990.1!              + *                     !!          .   . 0 .          !
 1990.2!              * +                     !!          . 0 .   .          !
 1990.3!               +  *                   !!          .   . 0 .          !
 1990.4!             *    +                   !!          0   .   .          !
 1991.1!             * +                      !!          . 0 .   .          !
 1991.2!              *+                      !!          . 0 .   .          !
 1991.3!             *  +                     !!          . 0 .   .          !
 1991.4!           *   +                      !!          0   .   .          !
 1992.1!             +  *                     !!          .   . 0 .          !
 1992.2!               * +                    !!          .  0.   .          !
 1992.3!               *+                     !!          .  0.   .          !
 1992.4!           *   +                      !!          0   .   .          !
 1993.1!             +        *               !!          .   .   .   0      !
 1993.2!                    + *               !!          .   .0  .          !
 1993.3!                     +  *             !!          .   .  0.          !
 1993.4!                     *+               !!          .  0.   .          !
 1994.1!                  * +                 !!          . 0 .   .          !
 1994.2!                  + *                 !!          .   . 0 .          !
 1994.3!                   +                  !!          .   0   .          !
 1994.4!                  +*                  !!          .   0   .          !
 1995.1!                  +   *               !!          .   .   0          !
 1995.2!                    +                 !!          .   0   .          !
 1995.3!                   +*                 !!          .   .0  .          !
 1995.4!                 * +                  !!          . 0 .   .          !
 1996.1!                 + *                  !!          .   . 0 .          !
 1996.2!                   +  *               !!          .   .  0.          !
 1996.3!                     +*               !!          .   .0  .          !
 1996.4!                   * +                !!          . 0 .   .          !
 1997.1!                   +*                 !!          .   .0  .          !
 1997.2!                     +                !!          .   .0  .          !
 1997.3!                     + *              !!          .   . 0 .          !
 1997.4!                   *   +              !!          .0  .   .          !
 1998.1!                    +  *              !!          .   .  0.          !
 1998.2!                     *+               !!          .   0   .          !
 1998.3!                     +  *             !!          .   .  0.          !
 1998.4!                     *+               !!          .  0.   .          !
 1999.1!                   * +                !!          . 0 .   .          !
 1999.2!                    +                 !!          .   0   .          !
 1999.3!                    +  *              !!          .   . 0 .          !
 1999.4!                     * +              !!          . 0 .   .          !
 2000.1!                     +                !!          .   0   .          !
 2000.2!                    * +               !!          .  0.   .          !
 2000.3!                     +*               !!          .   .0  .          !
 2000.4!                      *+              !!          .   0   .          !
 2001.1!                      +*              !!          .   .0  .          !
 2001.2!                      *+              !!          .  0.   .          !
 2001.3!                      +               !!          .   .0  .          !
 2001.4!                   *  +               !!          . 0 .   .          !
 2002.1!                    +*                !!          .   0   .          !
 2002.2!                   * +                !!          . 0 .   .          !
 2002.3!                    +                 !!          .   0   .          !
 2002.4!                  * +                 !!          . 0 .   .          !
 2003.1!                   +    *             !!          .   .   .0         !
 2003.2!                       +              !!          .   .0  .          !
 2003.3!                   *  +               !!          .0  .   .          !
 2003.4!                 * +                  !!          .  0.   .          !
 2004.1!                  +                   !!          .   .0  .          !
 2004.2!                   +                  !!          .   .0  .          !
 2004.3!                   +   *              !!          .   .   0          !
 2004.4!                      +*              !!          .   .0  .          !
 2005.1!                *   +                 !!          .0  .   .          !
 2005.2!               +  *                   !!          .   . 0 .          !
 2005.3!                 +                    !!          .   0   .          !
 2005.4!              * +                     !!          . 0 .   .          !
 2006.1!          *   +                       !!          0   .   .          !
 2006.2!          *+                          !!          .  0.   .          !
 2006.3!           +      *                   !!          .   .   . 0        !
 2006.4!                 +                    !!          .   0   .          !
 2007.1!                +*                    !!          .   .0  .          !
 2007.2!                +    *                !!          .   .   0          !
 2007.3!                 *+                   !!          .   0   .          !
 2007.4!             * +                      !!          . 0 .   .          !
 2008.1!             +   *                    !!          .   .   0          !
 2008.2!               + *                    !!          .   .0  .          !
 2008.3!               +*                     !!          .   .0  .          !
 2008.4!              + *                     !!          .   . 0 .          !
 2009.1!               +*                     !!          .   .0  .          !
 2009.2!               + *                    !!          .   .0  .          !
 2009.3!              *+                      !!          .  0.   .          !
 2009.4!             +   *                    !!          .   .  0.          !
 2010.1!              *+                      !!          .  0.   .          !
 2010.2!             + *                      !!          .   . 0 .          !
 2010.3!            * +                       !!          . 0 .   .          !
 2010.4!           *+                         !!          .  0.   .          !
 2011.1!           + *                        !!          .   . 0 .          !
 2011.2!           *+                         !!          .   0   .          !
 2011.3!           +*                         !!          .   .0  .          !
 2011.4!         * +                          !!          . 0 .   .          !
 2012.1!          +*                          !!          .   .0  .          !
 2012.2!           +                          !!          .   0   .          !
 2012.3!           +                          !!          .   0   .          !
 2012.4!         * +                          !!          . 0 .   .          !


     25.53 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNODE=NOPX$Q/DEPMM;                                                     
 GENR LAANODE=LOG(AANODE+.00001);                                             
 GENR LANODE=LOG(ANODE+.00001);                                               
 LHS AANODE=EXP(LAANODE)-.00001;                                              
  EQ  871 LAANODE C LANODE(-1) PNODE;                                         
EQUATION 768  LAANODE  
   RHS     C  LANODE(-1)  PNODE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  768 PLOT=0;END;                                                     

Equation number =  768
**********************

Dependent variable = LAANODE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.737835457

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.587736505       0.104927684  -5.60135     1.000000
12713 LANODE  ( -1)       0.689815228       0.051981196  13.27048    -2.738050
12711 PNODE   (  0)      -0.310576785       0.063955247  -4.85616     0.841500

SE of equation            =     0.109454455
Sum of squared residuals  =  2.21635137       0.113575815E-10
Average absolute error    =     0.084753756
Sum of ABS residuals      =  15.9337061    
R squared                 =   0.81744
Durbin-Watson statistic   =   2.15023
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!       *       +                      !!      0   .   .   .          !
 1966.2!         *+                           !!          .  0.   .          !
 1966.3!         * +                          !!          .0  .   .          !
 1966.4!           +    *                     !!          .   .   .0         !
 1967.1!                +*                    !!          .   .0  .          !
 1967.2!                 +                    !!          .   0   .          !
 1967.3!        *        +                    !!     0    .   .   .          !
 1967.4!          +           *               !!          .   .   .       0  !
 1968.1!              *      +                !!       0  .   .   .          !
 1968.2!               +    *                 !!          .   .   0          !
 1968.3!                *  +                  !!          0   .   .          !
 1968.4!                + *                   !!          .   . 0 .          !
 1969.1!                   + *                !!          .   . 0 .          !
 1969.2!                  * +                 !!          . 0 .   .          !
 1969.3!                * +                   !!          . 0 .   .          !
 1969.4!            *    +                    !!         0.   .   .          !
 1970.1!        *     +                       !!        0 .   .   .          !
 1970.2!           +       *                  !!          .   .   .  0       !
 1970.3!                  *+                  !!          .  0.   .          !
 1970.4!                * +                   !!          . 0 .   .          !
 1971.1!            *    +                    !!         0.   .   .          !
 1971.2!              + *                     !!          .   . 0 .          !
 1971.3!                 +                    !!          .   0   .          !
 1971.4!                  +*                  !!          .   .0  .          !
 1972.1!                   +*                 !!          .   0   .          !
 1972.2!                    + *               !!          .   . 0 .          !
 1972.3!                      +   *           !!          .   .   0          !
 1972.4!                   *    +             !!         0.   .   .          !
 1973.1!                 *  +                 !!          . 0 .   .          !
 1973.2!                  +*                  !!          .   0   .          !
 1973.3!                   +   *              !!          .   .   0          !
 1973.4!                      +  *            !!          .   . 0 .          !
 1974.1!                       + *            !!          .   . 0 .          !
 1974.2!                 *     +              !!         0.   .   .          !
 1974.3!                 +     *              !!          .   .   . 0        !
 1974.4!                     +           *    !!          .   .   .      0   !
 1975.1!                         * +          !!          . 0 .   .          !
 1975.2!                      *+              !!          .  0.   .          !
 1975.3!                    +    *            !!          .   .   .0         !
 1975.4!                   *   +              !!          0   .   .          !
 1976.1!                   +*                 !!          .   .0  .          !
 1976.2!                *   +                 !!          .0  .   .          !
 1976.3!                 +                    !!          .   0   .          !
 1976.4!                 +  *                 !!          .   .  0.          !
 1977.1!                   +                  !!          .  0.   .          !
 1977.2!              *    +                  !!         0.   .   .          !
 1977.3!               + *                    !!          .   . 0 .          !
 1977.4!           *      +                   !!       0  .   .   .          !
 1978.1!             *+                       !!          .  0.   .          !
 1978.2!              *+                      !!          .  0.   .          !
 1978.3!           *    +                     !!         0.   .   .          !
 1978.4!              + *                     !!          .   . 0 .          !
 1979.1!                * +                   !!          .  0.   .          !
 1979.2!               *  +                   !!          . 0 .   .          !
 1979.3!            *   +                     !!          0   .   .          !
 1979.4!           *  +                       !!          .0  .   .          !
 1980.1!          * +                         !!          . 0 .   .          !
 1980.2!            +                         !!          .   0   .          !
 1980.3!      *      +                        !!       0  .   .   .          !
 1980.4!        +     *                       !!          .   .   . 0        !
 1981.1!   *          +                       !!    0     .   .   .          !
 1981.2!      +  *                            !!          .   .   0          !
 1981.3!        * +                           !!          . 0 .   .          !
 1981.4!      *  +                            !!          . 0 .   .          !
 1982.1! *      +                             !!       0  .   .   .          !
 1982.2!    +*                                !!          .   0   .          !
 1982.3!      *+                              !!          .   0   .          !
 1982.4!      * +                             !!          . 0 .   .          !
 1983.1!    *   +                             !!          0   .   .          !
 1983.2!       +*                             !!          .   .0  .          !
 1983.3!      *   +                           !!          .0  .   .          !
 1983.4!      * +                             !!          . 0 .   .          !
 1984.1!       *+                             !!          . 0 .   .          !
 1984.2!    *   +                             !!         0.   .   .          !
 1984.3!    * +                               !!          . 0 .   .          !
 1984.4!     * +                              !!          .  0.   .          !
 1985.1!       +                              !!          .  0.   .          !
 1985.2!     *   +                            !!          0   .   .          !
 1985.3!    *   +                             !!          0   .   .          !
 1985.4!     * +                              !!          . 0 .   .          !
 1986.1!     *   +                            !!          .0  .   .          !
 1986.2!         *+                           !!          .  0.   .          !
 1986.3!              +*                      !!          .   .0  .          !
 1986.4!              *   +                   !!          0   .   .          !
 1987.1!                 +    *               !!          .   .   .0         !
 1987.2!                      +               !!          .   0   .          !
 1987.3!                   *  +               !!          .0  .   .          !
 1987.4!                    +  *              !!          .   . 0 .          !
 1988.1!                   *   +              !!          0   .   .          !
 1988.2!                    + *               !!          .   . 0 .          !
 1988.3!                      + *             !!          .   . 0 .          !
 1988.4!                        + *           !!          .   .0  .          !
 1989.1!                        + *           !!          .   . 0 .          !
 1989.2!                   *     +            !!        0 .   .   .          !
 1989.3!                    +                 !!          .   0   .          !
 1989.4!                     +*               !!          .   .0  .          !
 1990.1!                   *  +               !!          . 0 .   .          !
 1990.2!                     +    *           !!          .   .   .0         !
 1990.3!                         +   *        !!          .   .   .0         !
 1990.4!                        * +           !!          . 0 .   .          !
 1991.1!                       +   *          !!          .   .  0.          !
 1991.2!                          +     *     !!          .   .   . 0        !
 1991.3!                              +      *!!          .   .   .  0       !
 1991.4!                          *      +    !!       0  .   .   .          !
 1992.1!                          +    *      !!          .   .   .0         !
 1992.2!                             +     *  !!          .   .   . 0        !
 1992.3!                             *  +     !!          .0  .   .          !
 1992.4!                            +*        !!          .   . 0 .          !
 1993.1!                           *+         !!          .  0.   .          !
 1993.2!                           +*         !!          .   .0  .          !
 1993.3!                           +  *       !!          .   . 0 .          !
 1993.4!                             +        !!          .   0   .          !
 1994.1!                             +  *     !!          .   . 0 .          !
 1994.2!                            * +       !!          . 0 .   .          !
 1994.3!                            + *       !!          .   . 0 .          !
 1994.4!                             +        !!          .   0   .          !
 1995.1!                            +  *      !!          .   .  0.          !
 1995.2!                            * +       !!          . 0 .   .          !
 1995.3!                            +*        !!          .   .0  .          !
 1995.4!                            +   *     !!          .   .   0          !
 1996.1!                               +   *  !!          .   .   0          !
 1996.2!                             *  +     !!          . 0 .   .          !
 1996.3!                            + *       !!          .   . 0 .          !
 1996.4!                            +         !!          .   0   .          !
 1997.1!                           +          !!          .   .0  .          !
 1997.2!                           +    *     !!          .   .   .0         !
 1997.3!                              +     * !!          .   .   . 0        !
 1997.4!                                +     *!          .   .   . 0        !
 1998.1!                                   +* !!          .   . 0 .          !
 1998.2!                                * +   !!          . 0 .   .          !
 1998.3!                               +      !!          .   0   .          !
 1998.4!                              +*      !!          .   .0  .          !
 1999.1!                               +*     !!          .   .0  .          !
 1999.2!                              *+      !!          .   0   .          !
 1999.3!                           *+         !!          .  0.   .          !
 1999.4!                          +           !!          .   0   .          !
 2000.1!                     *  +             !!          .0  .   .          !
 2000.2!                     +*               !!          .   .0  .          !
 2000.3!                    +                 !!          .   0   .          !
 2000.4!                   +                  !!          .   0   .          !
 2001.1!                   + *                !!          .   .  0.          !
 2001.2!                *   +                 !!          0   .   .          !
 2001.3!                 +                    !!          .   .0  .          !
 2001.4!                   +  *               !!          .   .  0.          !
 2002.1!                     *+               !!          .  0.   .          !
 2002.2!                     + *              !!          .   . 0 .          !
 2002.3!                   *  +               !!          .0  .   .          !
 2002.4!                *  +                  !!          .0  .   .          !
 2003.1!                 +                    !!          .   0   .          !
 2003.2!                   +  *               !!          .   .  0.          !
 2003.3!                   *  +               !!          .0  .   .          !
 2003.4!                   +  *               !!          .   . 0 .          !
 2004.1!                  *  +                !!          .0  .   .          !
 2004.2!                * +                   !!          .0  .   .          !
 2004.3!             *  +                     !!          .0  .   .          !
 2004.4!             + *                      !!          .   . 0 .          !
 2005.1!            *  +                      !!          .0  .   .          !
 2005.2!             +*                       !!          .   .0  .          !
 2005.3!      *     +                         !!        0 .   .   .          !
 2005.4!      +    *                          !!          .   .   0          !
 2006.1!  *      +                            !!       0  .   .   .          !
 2006.2!  + *                                 !!          .   . 0 .          !
 2006.3!    +                                 !!          .   0   .          !
 2006.4!     +      *                         !!          .   .   .  0       !
 2007.1!       *   +                          !!          0   .   .          !
 2007.2!   *   +                              !!          0   .   .          !
 2007.3! *  +                                 !!          .0  .   .          !
 2007.4! +                                    !!          .   0   .          !
 2008.1! +  *                                 !!          .   .  0.          !
 2008.2!* +                                   !!          . 0 .   .          !
 2008.3+    *                                 !!          .   .   .0         !
 2008.4!    +           *                     !!          .   .   .       0  !
 2009.1!              +                       !!          .   0   .          !
 2009.2!             +    *                   !!          .   .   .0         !
 2009.3!               +    *                 !!          .   .   .0         !
 2009.4!          *      +                    !!       0  .   .   .          !
 2010.1!   *     +                            !!        0 .   .   .          !
 2010.2!    +  *                              !!          .   .  0.          !
 2010.3!     * +                              !!          . 0 .   .          !
 2010.4!    *+                                !!          .   0   .          !
 2011.1!   +                                  !!          .   0   .          !
 2011.2!  +  *                                !!          .   .   0          !
 2011.3!    +   *                             !!          .   .   .0         !
 2011.4!     +  *                             !!          .   .  0.          !
 2012.1!    +     *                           !!          .   .   .0         !
 2012.2!  *   +                               !!          0   .   .          !
 2012.3! +*                                   !!          .   .0  .          !
 2012.4!+              *                      !!          .   .   .          0


     29.79 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
@EQ   872 LAASWDE C LASWDE(-1) PSWDE;SMPL 1966.1 2012.4;OLS;EST  872 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGRDE=GRPX$Q/DEPMM;                                                     
 GENR LAAGRDE=LOG(AAGRDE+.00001);                                             
 GENR LAGRDE=LOG(AGRDE+.00001);                                               
 LHS AAGRDE=EXP(LAAGRDE)-.00001;                                              
  EQ  873 LAAGRDE C LAGRDE(-1) PGRDE;                                         
EQUATION 769  LAAGRDE  
   RHS     C  LAGRDE(-1)  PGRDE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  769 PLOT=0;END;                                                     

Equation number =  769
**********************

Dependent variable = LAAGRDE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.391381396

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.614089936       0.250199897  -2.45440     1.000000
12716 LAGRDE  ( -1)       0.782579747       0.047048143  16.63359    -6.398574
12714 PGRDE   (  0)      -0.770582709       0.304831841  -2.52789     0.999110

SE of equation            =     0.310883248
Sum of squared residuals  =  17.8799528      -0.299102965E-10
Average absolute error    =     0.216293276
Sum of ABS residuals      =  40.6631360    
R squared                 =   0.76499
Durbin-Watson statistic   =   2.59608
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!       * +                            !!           .0 .  .           !
 1966.2!       * +                            !!           .0 .  .           !
 1966.3!      *  +                            !!           .0 .  .           !
 1966.4!        +*                            !!           .  0  .           !
 1967.1!      *   +                           !!          0.  .  .           !
 1967.2!*       +                             !!       0   .  .  .           !
 1967.3! *  +                                 !!           .0 .  .           !
 1967.4!    +     *                           !!           .  .  . 0         !
 1968.1!      *    +                          !!          0.  .  .           !
 1968.2! *      +                             !!        0  .  .  .           !
 1968.3! *   +                                !!           0  .  .           !
 1968.4!    +*                                !!           .  0  .           !
 1969.1*       +                              !!       0   .  .  .           !
 1969.2!  +    *                              !!           .  .  .0          !
 1969.3!      *  +                            !!           .0 .  .           !
 1969.4!         + *                          !!           .  . 0.           !
 1970.1!      *      +                        !!        0  .  .  .           !
 1970.2!        *+                            !!           . 0.  .           !
 1970.3!        *  +                          !!           .0 .  .           !
 1970.4!           +                          !!           .  0  .           !
 1971.1!         *   +                        !!           0  .  .           !
 1971.2!     *     +                          !!         0 .  .  .           !
 1971.3!         + *                          !!           .  .0 .           !
 1971.4!          *  +                        !!           .0 .  .           !
 1972.1!          *  +                        !!           .0 .  .           !
 1972.2!             +*                       !!           .  .0 .           !
 1972.3!              * +                     !!           . 0.  .           !
 1972.4!              *+                      !!           . 0.  .           !
 1973.1!             *+                       !!           . 0.  .           !
 1973.2!      *      +                        !!        0  .  .  .           !
 1973.3!        *+                            !!           . 0.  .           !
 1973.4!        +  *                          !!           .  .  0           !
 1974.1!           +     *                    !!           .  .  . 0         !
 1974.2!                 +  *                 !!           .  .  0           !
 1974.3!            *      +                  !!       0   .  .  .           !
 1974.4!              +  *                    !!           .  .  0           !
 1975.1!                  +*                  !!           .  .0 .           !
 1975.2!                    +   *             !!           .  .  0           !
 1975.3!                        +    *        !!           .  .  .0          !
 1975.4!                  *         +         !!     0     .  .  .           !
 1976.1!                  *+                  !!           . 0.  .           !
 1976.2!                   +     *            !!           .  .  . 0         !
 1976.3!                     *   +            !!           0  .  .           !
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 1977.3!             *          +             !!     0     .  .  .           !
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 2008.3!                      +*              !!           .  .0 .           !
 2008.4!                      + *             !!           .  . 0.           !
 2009.1!                        +             !!           .  0  .           !
 2009.2!                       + *            !!           .  .0 .           !
 2009.3!                        +             !!           .  .0 .           !
 2009.4!                       +   *          !!           .  .  .0          !
 2010.1!                         +   *        !!           .  .  0           !
 2010.2!                         * +          !!           . 0.  .           !
 2010.3!                        +             !!           .  0  .           !
 2010.4!                       +   *          !!           .  .  0           !
 2011.1!                         +            !!           .  0  .           !
 2011.2!                       + *            !!           .  .0 .           !
 2011.3!                       +*             !!           .  .0 .           !
 2011.4!                      +  *            !!           .  . 0.           !
 2012.1!                       +              !!           .  0  .           !
 2012.2!                      +*              !!           .  .0 .           !
 2012.3!                      +               !!           .  0  .           !
 2012.4!                     +  *             !!           .  . 0.           !


     21.81 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRDE=IRPX$Q/DEPMM;                                                     
 GENR LAAIRDE=LOG(AAIRDE+.00001);                                             
 GENR LAIRDE=LOG(AIRDE+.00001);                                               
 LHS AAIRDE=EXP(LAAIRDE)-.00001;                                              
  EQ  874 LAAIRDE C LAIRDE(-1) PIRDE;                                         
EQUATION 770  LAAIRDE  
   RHS     C  LAIRDE(-1)  PIRDE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  770 PLOT=0;END;                                                     

Equation number =  770
**********************

Dependent variable = LAAIRDE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.528576942

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.004967370       0.139669868   0.03557     1.000000
12719 LAIRDE  ( -1)       0.949678105       0.019919910  47.67482    -5.547624
12717 PIRDE   (  0)      -0.229168726       0.172084275  -1.33172     1.156735

SE of equation            =     0.220987116
Sum of squared residuals  =  9.03453151       0.904787356E-11
Average absolute error    =     0.140970541
Sum of ABS residuals      =  26.5024618    
R squared                 =   0.96595
Durbin-Watson statistic   =   2.77222
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1+*                                     !!           .  0  .           !
 1966.2!+   *                                 !!           .  .  .0          !
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 1990.4!                              +       !!           .  .0 .           !
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 1991.2!                             * +      !!           0  .  .           !
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 1991.4!                              +       !!           .  .0 .           !
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 1992.4!                                *+    !!           . 0.  .           !
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 2007.4!                                 *+   !!           . 0.  .           !
 2008.1!                                *+    !!           .0 .  .           !
 2008.2!                                +     !!           .  0  .           !
 2008.3!                                 +    !!           .  .0 .           !
 2008.4!                                * +   !!           .0 .  .           !
 2009.1!                               *+     !!           . 0.  .           !
 2009.2!                               +      !!           .  0  .           !
 2009.3!                               +*     !!           .  0  .           !
 2009.4!                               *+     !!           . 0.  .           !
 2010.1!                               *+     !!           .  0  .           !
 2010.2!                               *+     !!           .  0  .           !
 2010.3!                               *+     !!           . 0.  .           !
 2010.4!                               +      !!           . 0.  .           !
 2011.1!                               +*     !!           .  .0 .           !
 2011.2!                                +     !!           . 0.  .           !
 2011.3!                                +     !!           .  0  .           !
 2011.4!                               * +    !!           .0 .  .           !
 2012.1!                                +*    !!           .  .0 .           !
 2012.2!                                *+    !!           . 0.  .           !
 2012.3!                                 +    !!           .  .0 .           !
 2012.4!                                *+    !!           .0 .  .           !


     19.15 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@@EQ  875 LAAPODE C LAPODE(-1) PPODE;SMPL 1996.4 2012.4;OLS;EST  875 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPDE=SPPX$Q/DEPMM;                                                     
 GENR LAASPDE=LOG(AASPDE+.00001);                                             
 GENR LASPDE=LOG(ASPDE+.00001);                                               
 LHS AASPDE=EXP(LAASPDE)-.00001;                                              
  EQ  876 LAASPDE C LASPDE(-1) PSPDE;                                         
EQUATION 771  LAASPDE  
   RHS     C  LASPDE(-1)  PSPDE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  771 PLOT=0;END;                                                     

Equation number =  771
**********************

Dependent variable = LAASPDE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.589335896

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.440567661       0.123118710  -3.57840     1.000000
12722 LASPDE  ( -1)       0.804297182       0.041360715  19.44592    -4.598926
12720 PSPDE   (  0)      -0.393528408       0.108362519  -3.63159     1.143157

SE of equation            =     0.215743099
Sum of squared residuals  =  8.61084070      -0.197464267E-10
Average absolute error    =     0.149884039
Sum of ABS residuals      =  28.1781992    
R squared                 =   0.87236
Durbin-Watson statistic   =   2.51459
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!*  +                                  !!           .0 .  .           !
 1966.2! +    *                               !!           .  .  .0          !
 1966.3!    * +                               !!           .0 .  .           !
 1966.4!  +                                   !!           .  0  .           !
 1967.1!  +                                   !!           .  0  .           !
 1967.2!   +                                  !!           .  0  .           !
 1967.3*  +                                   !!           0  .  .           !
 1967.4+        *                             !!           .  .  .    0      !
 1968.1!        + *                           !!           .  . 0.           !
 1968.2!        *+                            !!           . 0.  .           !
 1968.3!        +     *                       !!           .  .  . 0         !
 1968.4!       *    +                         !!          0.  .  .           !
 1969.1!       +   *                          !!           .  .  .0          !
 1969.2!           +*                         !!           .  .0 .           !
 1969.3!       *   +                          !!           0  .  .           !
 1969.4!   *   +                              !!           0  .  .           !
 1970.1!    +       *                         !!           .  .  .  0        !
 1970.2!       *    +                         !!          0.  .  .           !
 1970.3!         +    *                       !!           .  .  .0          !
 1970.4!            * +                       !!           .0 .  .           !
 1971.1!         *  +                         !!           0  .  .           !
 1971.2!         *+                           !!           . 0.  .           !
 1971.3!       *   +                          !!           0  .  .           !
 1971.4!         +                            !!           .  .0 .           !
 1972.1!          + *                         !!           .  .0 .           !
 1972.2!             + *                      !!           .  . 0.           !
 1972.3!               +  *                   !!           .  .  0           !
 1972.4!          *       +                   !!        0  .  .  .           !
 1973.1!           + *                        !!           .  .0 .           !
 1973.2!             + *                      !!           .  .0 .           !
 1973.3!         *     +                      !!         0 .  .  .           !
 1973.4!          +  *                        !!           .  . 0.           !
 1974.1!         *   +                        !!           0  .  .           !
 1974.2!           +                          !!           .  0  .           !
 1974.3!        *   +                         !!          0.  .  .           !
 1974.4!         +  *                         !!           .  .  0           !
 1975.1!             +     *                  !!           .  .  .0          !
 1975.2!                *  +                  !!           .0 .  .           !
 1975.3!          *     +                     !!         0 .  .  .           !
 1975.4!            +   *                     !!           .  .  0           !
 1976.1!                 +                    !!           . 0.  .           !
 1976.2!               *  +                   !!           .0 .  .           !
 1976.3!                 + *                  !!           .  . 0.           !
 1976.4!                   *+                 !!           . 0.  .           !
 1977.1!                 *  +                 !!           0  .  .           !
 1977.2!                * +                   !!           .0 .  .           !
 1977.3!               *  +                   !!           .0 .  .           !
 1977.4!               *  +                   !!           .0 .  .           !
 1978.1!                 *+                   !!           .  0  .           !
 1978.2!                   +                  !!           . 0.  .           !
 1978.3!                   *+                 !!           . 0.  .           !
 1978.4!                 *  +                 !!           .0 .  .           !
 1979.1!                   +                  !!           .  0  .           !
 1979.2!                  * +                 !!           . 0.  .           !
 1979.3!                 * +                  !!           .0 .  .           !
 1979.4!                  +                   !!           .  0  .           !
 1980.1!                *   +                 !!           0  .  .           !
 1980.2!                 *+                   !!           . 0.  .           !
 1980.3!             *     +                  !!         0 .  .  .           !
 1980.4!               +*                     !!           .  .0 .           !
 1981.1!           *      +                   !!        0  .  .  .           !
 1981.2!              +                       !!           .  0  .           !
 1981.3!                 +  *                 !!           .  .  0           !
 1981.4!                    * +               !!           . 0.  .           !
 1982.1!                 *    +               !!         0 .  .  .           !
 1982.2!                 * +                  !!           .0 .  .           !
 1982.3!                   +*                 !!           .  .0 .           !
 1982.4!                    * +               !!           . 0.  .           !
 1983.1!                  *   +               !!          0.  .  .           !
 1983.2!                    +*                !!           .  .0 .           !
 1983.3!                     * +              !!           . 0.  .           !
 1983.4!                    *  +              !!           0  .  .           !
 1984.1!                      + *             !!           .  .0 .           !
 1984.2!                       * +            !!           . 0.  .           !
 1984.3!                        +*            !!           .  0  .           !
 1984.4!                       *  +           !!           .0 .  .           !
 1985.1!                       *+             !!           . 0.  .           !
 1985.2!                    *   +             !!           0  .  .           !
 1985.3!                      +*              !!           .  .0 .           !
 1985.4!                     *  +             !!           .0 .  .           !
 1986.1!                      *+              !!           .  0  .           !
 1986.2!                       + *            !!           .  . 0.           !
 1986.3!                        * +           !!           . 0.  .           !
 1986.4!                         +*           !!           .  .0 .           !
 1987.1!                         * +          !!           .0 .  .           !
 1987.2!                       * +            !!           .0 .  .           !
 1987.3!                      * +             !!           . 0.  .           !
 1987.4!                       +  *           !!           .  .  0           !
 1988.1!                         *+           !!           . 0.  .           !
 1988.2!                        *+            !!           . 0.  .           !
 1988.3!                      * +             !!           .0 .  .           !
 1988.4!                     * +              !!           . 0.  .           !
 1989.1!                     *+               !!           . 0.  .           !
 1989.2!                      +*              !!           .  .0 .           !
 1989.3!                    *  +              !!           0  .  .           !
 1989.4!                     + *              !!           .  . 0.           !
 1990.1!                    *  +              !!           0  .  .           !
 1990.2!                    +*                !!           .  0  .           !
 1990.3!                      +               !!           .  0  .           !
 1990.4!                      + *             !!           .  . 0.           !
 1991.1!                        +     *       !!           .  .  . 0         !
 1991.2!                           * +        !!           .0 .  .           !
 1991.3!                           + *        !!           .  . 0.           !
 1991.4!                            +  *      !!           .  . 0.           !
 1992.1!                        *     +       !!         0 .  .  .           !
 1992.2!                        +   *         !!           .  .  0           !
 1992.3!                        *  +          !!           .0 .  .           !
 1992.4!                        *+            !!           . 0.  .           !
 1993.1!                        +             !!           .  0  .           !
 1993.2!                       * +            !!           . 0.  .           !
 1993.3!         *              +             !! 0         .  .  .           !
 1993.4!             +          *             !!           .  .  .     0     !
 1994.1!                         +   *        !!           .  .  0           !
 1994.2!                            *+        !!           .  0  .           !
 1994.3!                             +  *     !!           .  .  0           !
 1994.4!                              * +     !!           .0 .  .           !
 1995.1!                              +*      !!           .  .0 .           !
 1995.2!                          *    +      !!          0.  .  .           !
 1995.3!                           +  *       !!           .  .  0           !
 1995.4!                              +     * !!           .  .  .0          !
 1996.1!                               *  +   !!           0  .  .           !
 1996.2!                             *+       !!           . 0.  .           !
 1996.3!                             +        !!           .  0  .           !
 1996.4!           *                 +        !0           .  .  .           !
 1997.1!              +                *      !!           .  .  .         0 !
 1997.2!                              +  *    !!           .  . 0.           !
 1997.3!                                +   * !!           .  .  0           !
 1997.4!                                 * +  !!           .0 .  .           !
 1998.1!                                +     !!           .  0  .           !
 1998.2!                                + *   !!           .  . 0.           !
 1998.3!                                 + *  !!           .  .0 .           !
 1998.4!                                 +    !!           .  0  .           !
 1999.1!                                +     !!           .  0  .           !
 1999.2!                                + *   !!           .  . 0.           !
 1999.3!                                 +*   !!           .  .0 .           !
 1999.4!                                  + * !!           .  . 0.           !
 2000.1!                                   +* !!           .  .0 .           !
 2000.2!                                  *+  !!           . 0.  .           !
 2000.3!                                 +  * !!           .  . 0.           !
 2000.4!                                   + *!!           .  . 0.           !
 2001.1!                                *   + !!           0  .  .           !
 2001.2!                                + *   !!           .  . 0.           !
 2001.3!                                  +   !!           .  0  .           !
 2001.4!                                 +*   !!           .  .0 .           !
 2002.1!                                 + *  !!           .  .0 .           !
 2002.2!                                  +   *!           .  .  0           !
 2002.3!                                  * + !!           .0 .  .           !
 2002.4!                                 +  * !!           .  . 0.           !
 2003.1!                                   +  !!           .  0  .           !
 2003.2!                                  +*  !!           .  .0 .           !
 2003.3!                                  +*  !!           .  .0 .           !
 2003.4!                                  + * !!           .  . 0.           !
 2004.1!                                  *+  !!           .  0  .           !
 2004.2!                                 +*   !!           .  .0 .           !
 2004.3!                                 + *  !!           .  . 0.           !
 2004.4!                                  +*  !!           .  .0 .           !
 2005.1!                                  +   !!           .  .0 .           !
 2005.2!                                 +    !!           .  0  .           !
 2005.3!                                 +  * !!           .  .  0           !
 2005.4!                                  + * !!           .  .0 .           !
 2006.1!                                   +* !!           .  .0 .           !
 2006.2!                                  + * !!           .  .0 .           !
 2006.3!                                  + * !!           .  .0 .           !
 2006.4!                                  +  *!!           .  . 0.           !
 2007.1!                                   +* !!           .  0  .           !
 2007.2!                                  +*  !!           .  0  .           !
 2007.3!                                  + * !!           .  . 0.           !
 2007.4!                                  +  *!!           .  .  0           !
 2008.1!                                   +* !!           .  0  .           !
 2008.2!                                  +*  !!           .  0  .           !
 2008.3!                                 +  * !!           .  . 0.           !
 2008.4!                                  +  *!!           .  . 0.           !
 2009.1!                                 * +  !!           . 0.  .           !
 2009.2!                               *+     !!           . 0.  .           !
 2009.3!                              +  *    !!           .  . 0.           !
 2009.4!                               +      !!           .  0  .           !
 2010.1!                              + *     !!           .  .0 .           !
 2010.2!                               +      !!           .  0  .           !
 2010.3!                               +*     !!           .  .0 .           !
 2010.4!                               +*     !!           .  .0 .           !
 2011.1!                               +  *   !!           .  . 0.           !
 2011.2!                                 +*   !!           .  .0 .           !
 2011.3!                                 +    !!           .  0  .           !
 2011.4!                                +*    !!           .  .0 .           !
 2012.1!                                +  *  !!           .  .  0           !
 2012.2!                                  +   !!           .  0  .           !
 2012.3!                                 +    !!           .  0  .           !
 2012.4!                                +*    !!           .  .0 .           !


     19.15 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNZDE=NZPX$Q/DEPMM;                                                     
 GENR LAANZDE=LOG(AANZDE+.00001);                                             
 GENR LANZDE=LOG(ANZDE+.00001);                                               
 LHS AANZDE=EXP(LAANZDE)-.00001;                                              
  EQ  877 LAANZDE C LANZDE(-1) PNZDE;                                         
EQUATION 772  LAANZDE  
   RHS     C  LANZDE(-1)  PNZDE  
 SMPL 1970.3 2012.4;                                                          
Sample period is now  1970.3 to  2012.4 Internally:    75 to   244
 OLS;EST  772 PLOT=0;END;                                                     

Equation number =  772
**********************

Dependent variable = LAANZDE 

 1970.3 -   2012.4,    0 missing obs.,  170 obs. used.

Mean of dependent variable       -7.160349050

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.707636835       0.445618367  -3.83206     1.000000
12725 LANZDE  ( -1)       0.689779033       0.054848997  12.57596    -7.160567
12723 PNZDE   (  0)      -0.518391649       0.271387392  -1.91015     0.990570

SE of equation            =     0.412539583
Sum of squared residuals  =  28.4215475       0.435242953E-10
Average absolute error    =     0.305744258
Sum of ABS residuals      =  51.9765238    
R squared                 =   0.50681
Durbin-Watson statistic   =   2.55715
SMPL and No. Obs.         = 1970.3   2012.4    170

Plot of actual(*) and fitted(+) values and residuals(0)


 1970.3!             +*                       !!          .   .0  .          !
 1970.4!               +                      !!          .   0   .          !
 1971.1!               +                      !!          .   0   .          !
 1971.2!           *   +                      !!          .0  .   .          !
 1971.3!        *   +                         !!          .0  .   .          !
 1971.4!         *+                           !!          .   0   .          !
 1972.1!         *+                           !!          .  0.   .          !
 1972.2!          +*                          !!          .   .0  .          !
 1972.3!           +       *                  !!          .   .   . 0        !
 1972.4!             *  +                     !!          . 0 .   .          !
 1973.1!     *     +                          !!         0.   .   .          !
 1973.2! *   +                                !!          .0  .   .          !
 1973.3!  *+                                  !!          .  0.   .          !
 1973.4! * +                                  !!          . 0 .   .          !
 1974.1*   +                                  !!          .0  .   .          !
 1974.2!   +     *                            !!          .   .   .0         !
 1974.3!    *      +                          !!        0 .   .   .          !
 1974.4!        +   *                         !!          .   .  0.          !
 1975.1!         *    +                       !!          0   .   .          !
 1975.2!            + *                       !!          .   . 0 .          !
 1975.3!      *         +                     !!       0  .   .   .          !
 1975.4!          +                           !!          .   0   .          !
 1976.1!     *       +                        !!        0 .   .   .          !
 1976.2!        *+                            !!          .   0   .          !
 1976.3!    *      +                          !!        0 .   .   .          !
 1976.4!         +     *                      !!          .   .   .0         !
 1977.1!         *      +                     !!         0.   .   .          !
 1977.2!            +      *                  !!          .   .   .0         !
 1977.3!    *             +                   !!   0      .   .   .          !
 1977.4!        +    *                        !!          .   .   0          !
 1978.1!             * +                      !!          .  0.   .          !
 1978.2!              +       *               !!          .   .   . 0        !
 1978.3! *                  +                 !0          .   .   .          !
 1978.4!      +   *                           !!          .   .  0.          !
 1979.1!            +  *                      !!          .   . 0 .          !
 1979.2!             *  +                     !!          . 0 .   .          !
 1979.3!    *         +                       !!      0   .   .   .          !
 1979.4!        +  *                          !!          .   . 0 .          !
 1980.1!          *  +                        !!          .0  .   .          !
 1980.2!             +                        !!          .   0   .          !
 1980.3!     *         +                      !!      0   .   .   .          !
 1980.4!         +*                           !!          .   .0  .          !
 1981.1!          *  +                        !!          . 0 .   .          !
 1981.2!            +*                        !!          .   .0  .          !
 1981.3!             *+                       !!          .  0.   .          !
 1981.4!         *    +                       !!          .0  .   .          !
 1982.1!            +  *                      !!          .   . 0 .          !
 1982.2!          *    +                      !!          0   .   .          !
 1982.3!           *+                         !!          .  0.   .          !
 1982.4!             +*                       !!          .   .0  .          !
 1983.1!            *  +                      !!          .0  .   .          !
 1983.2!             +  *                     !!          .   . 0 .          !
 1983.3!           *    +                     !!          0   .   .          !
 1983.4!        *    +                        !!          .0  .   .          !
 1984.1!           + *                        !!          .   . 0 .          !
 1984.2!              + *                     !!          .   .0  .          !
 1984.3!           *    +                     !!          0   .   .          !
 1984.4!         *   +                        !!          .0  .   .          !
 1985.1!           +  *                       !!          .   . 0 .          !
 1985.2!               *+                     !!          .  0.   .          !
 1985.3!               + *                    !!          .   .0  .          !
 1985.4!                 +                    !!          .   0   .          !
 1986.1!              *   +                   !!          .0  .   .          !
 1986.2!             *  +                     !!          . 0 .   .          !
 1986.3!                +*                    !!          .   .0  .          !
 1986.4!                * +                   !!          .  0.   .          !
 1987.1!                 +                    !!          .  0.   .          !
 1987.2!                 +                *   !!          .   .   .        0 !
 1987.3!                             *+       !!          .   0   .          !
 1987.4!                        * +           !!          .  0.   .          !
 1988.1!                    * +               !!          . 0 .   .          !
 1988.2!                   +           *      !!          .   .   .    0     !
 1988.3!                        * +           !!          .  0.   .          !
 1988.4!             *        +               !!       0  .   .   .          !
 1989.1!              + *                     !!          .   . 0 .          !
 1989.2!           *    +                     !!          0   .   .          !
 1989.3!           *+                         !!          .  0.   .          !
 1989.4!      *      +                        !!         0.   .   .          !
 1990.1!         +           *                !!          .   .   .    0     !
 1990.2!      *             +                 !!   0      .   .   .          !
 1990.3!          +    *                      !!          .   .   0          !
 1990.4!            *    +                    !!          0   .   .          !
 1991.1!               +    *                 !!          .   .   0          !
 1991.2!           *        +                 !!       0  .   .   .          !
 1991.3!         *    +                       !!          0   .   .          !
 1991.4!             +   *                    !!          .   .  0.          !
 1992.1!                  +  *                !!          .   . 0 .          !
 1992.2!                *    +                !!          0   .   .          !
 1992.3!         *        +                   !!       0  .   .   .          !
 1992.4!          *  +                        !!          . 0 .   .          !
 1993.1!             +          *             !!          .   .   .    0     !
 1993.2!           *           +              !!     0    .   .   .          !
 1993.3!             +                        !!          .   0   .          !
 1993.4!          *    +                      !!          0   .   .          !
 1994.1!            +          *              !!          .   .   .   0      !
 1994.2!                  *  +                !!          . 0 .   .          !
 1994.3!                 *+                   !!          .  0.   .          !
 1994.4!         *       +                    !!        0 .   .   .          !
 1995.1!           +         *                !!          .   .   .  0       !
 1995.2!                    +                 !!          .  0.   .          !
 1995.3!                  *+                  !!          .  0.   .          !
 1995.4!                  +*                  !!          .   .0  .          !
 1996.1!                  +  *                !!          .   . 0 .          !
 1996.2!                   *+                 !!          .  0.   .          !
 1996.3!                 * +                  !!          . 0 .   .          !
 1996.4!               * +                    !!          . 0 .   .          !
 1997.1!                +   *                 !!          .   .   0          !
 1997.2!                  *+                  !!          .  0.   .          !
 1997.3!               *  +                   !!          . 0 .   .          !
 1997.4!               *+                     !!          .   0   .          !
 1998.1!                +                     !!          .   0   .          !
 1998.2!                 +*                   !!          .   0   .          !
 1998.3!                   +   *              !!          .   .  0.          !
 1998.4!                  *   +               !!          .0  .   .          !
 1999.1!                   + *                !!          .   .0  .          !
 1999.2!                   *+                 !!          .  0.   .          !
 1999.3!                   +                  !!          .   0   .          !
 1999.4!             *     +                  !!          0   .   .          !
 2000.1!               +    *                 !!          .   .  0.          !
 2000.2!           *       +                  !!        0 .   .   .          !
 2000.3!             +       *                !!          .   .   . 0        !
 2000.4!                   *+                 !!          .  0.   .          !
 2001.1!                  +*                  !!          .   .0  .          !
 2001.2!                   + *                !!          .   . 0 .          !
 2001.3!                    +  *              !!          .   . 0 .          !
 2001.4!                     +*               !!          .   .0  .          !
 2002.1!                    +*                !!          .   .0  .          !
 2002.2!                    + *               !!          .   .0  .          !
 2002.3!                   * +                !!          .  0.   .          !
 2002.4!                   +                  !!          .   0   .          !
 2003.1!                   +     *            !!          .   .   0          !
 2003.2!                       + *            !!          .   . 0 .          !
 2003.3!                       +       *      !!          .   .   . 0        !
 2003.4!                           +    *     !!          .   .   0          !
 2004.1!                            +         *!          .   .   .   0      !
 2004.2!                                +     !!          .   0   .          !
 2004.3!                        *   +         !!          .0  .   .          !
 2004.4!                      +           *   !!          .   .   .    0     !
 2005.1!                             +  *     !!          .   .  0.          !
 2005.2!                           +*         !!          .   0   .          !
 2005.3!                        +*            !!          .   .0  .          !
 2005.4!                       +     *        !!          .   .   .0         !
 2006.1!                         *+           !!          .   0   .          !
 2006.2!                       +*             !!          .   .0  .          !
 2006.3!                      +               !!          .   0   .          !
 2006.4!                    +  *              !!          .   . 0 .          !
 2007.1!                     +  *             !!          .   . 0 .          !
 2007.2!                      +    *          !!          .   .   0          !
 2007.3!                      * +             !!          . 0 .   .          !
 2007.4!                    +           *     !!          .   .   .    0     !
 2008.1!                           +          !!          .   .0  .          !
 2008.2!                        +   *         !!          .   .  0.          !
 2008.3!                      * +             !!          .  0.   .          !
 2008.4!                    +   *             !!          .   .  0.          !
 2009.1!                       +  *           !!          .   .  0.          !
 2009.2!                      * +             !!          . 0 .   .          !
 2009.3!                     +  *             !!          .   . 0 .          !
 2009.4!                      + *             !!          .   . 0 .          !
 2010.1!                      +          *    !!          .   .   .    0     !
 2010.2!                           +*         !!          .   0   .          !
 2010.3!                       *+             !!          .  0.   .          !
 2010.4!                    +           *     !!          .   .   .    0     !
 2011.1!                           +          !!          .   .0  .          !
 2011.2!                       +    *         !!          .   .  0.          !
 2011.3!                       +   *          !!          .   .  0.          !
 2011.4!                       +     *        !!          .   .   .0         !
 2012.1!               *        +             !!       0  .   .   .          !
 2012.2!              *+                      !!          .   0   .          !
 2012.3!              + *                     !!          .   .0  .          !
 2012.4!             *  +                     !!          . 0 .   .          !


     24.12 percent of the residuals exceed 1 SE
      7.06 percent of the residuals exceed 2 SE
@@EQ  878 LAASADE C LASADE(-1) PSADE;SMPL 1996.2 2012.4;OLS;EST  878 PLOT=0;EN
@@EQ  879 LAAVEDE C LAVEDE(-1) PVEDE;SMPL 1997.3 2012.4;OLS;EST  879 PLOT=0;EN
@@EQ  880 LAACODE C LACODE(-1) PCODE;SMPL 1997.2 2012.4;OLS;EST  880 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJODE=JOPX$Q/DEPMM;                                                     
 GENR LAAJODE=LOG(AAJODE+.00001);                                             
 GENR LAJODE=LOG(AJODE+.00001);                                               
 LHS AAJODE=EXP(LAAJODE)-.00001;                                              
  EQ  881 LAAJODE C LAJODE(-1) PJODE;                                         
EQUATION 773  LAAJODE  
   RHS     C  LAJODE(-1)  PJODE  
 SMPL 1989.3 2012.4;                                                          
Sample period is now  1989.3 to  2012.4 Internally:   151 to   244
 OLS;EST  773 PLOT=0;END;                                                     

Equation number =  773
**********************

Dependent variable = LAAJODE 

 1989.3 -   2012.4,    0 missing obs.,   94 obs. used.

Mean of dependent variable      -11.062408409

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -5.049419556       1.007052898  -5.01406     1.000000
12728 LAJODE  ( -1)       0.541740907       0.088656727   6.11054   -11.064929
12726 PJODE   (  0)      -0.016760852       0.127363095  -0.13160     1.113569

SE of equation            =     0.316903665
Sum of squared residuals  =  9.13894189      -0.805258082E-10
Average absolute error    =     0.224745375
Sum of ABS residuals      =  21.1260653    
R squared                 =   0.29257
Durbin-Watson statistic   =   2.06985
SMPL and No. Obs.         = 1989.3   2012.4     94

Plot of actual(*) and fitted(+) values and residuals(0)


 1989.3!  *    +                              !!          . 0 .   .          !
 1989.4!     + *                              !!          .   .0  .          !
 1990.1!   *    +                             !!          . 0 .   .          !
 1990.2!      +*                              !!          .   0   .          !
 1990.3!*      +                              !!          0   .   .          !
 1990.4!    +*                                !!          .   .0  .          !
 1991.1!      +         *                     !!          .   .   .0         !
 1991.2!          *  +                        !!          .  0.   .          !
 1991.3!    *    +                            !!          .0  .   .          !
 1991.4! *    +                               !!          .0  .   .          !
 1992.1!    +    *                            !!          .   . 0 .          !
 1992.2!      *  +                            !!          .  0.   .          !
 1992.3!     * +                              !!          .  0.   .          !
 1992.4!*      +                              !!          0   .   .          !
 1993.1!    +                                 !!          .   0   .          !
 1993.2!    * +                               !!          .  0.   .          !
 1993.3!      +                               !!          .   0   .          !
 1993.4!       +                              !!          .   0   .          !
 1994.1!        +       *                     !!          .   .   0          !
 1994.2! *          +                         !!        0 .   .   .          !
 1994.3*    +                                 !!          .0  .   .          !
 1994.4! * +                                  !!          .  0.   .          !
 1995.1!     +    *                           !!          .   .  0.          !
 1995.2!         + *                          !!          .   .0  .          !
 1995.3!          +  *                        !!          .   . 0 .          !
 1995.4!           +*                         !!          .   .0  .          !
 1996.1!  *        +                          !!          0   .   .          !
 1996.2!   * +                                !!          .  0.   .          !
 1996.3!   * +                                !!          .  0.   .          !
 1996.4!   *  +                               !!          .  0.   .          !
 1997.1!  *   +                               !!          . 0 .   .          !
 1997.2!  *  +                                !!          .  0.   .          !
 1997.3!   * +                                !!          .  0.   .          !
 1997.4!   * +                                !!          . 0 .   .          !
 1998.1!  *  +                                !!          . 0 .   .          !
 1998.2!   * +                                !!          .  0.   .          !
 1998.3!   * +                                !!          .  0.   .          !
 1998.4!    * +                               !!          .  0.   .          !
 1999.1!*     +                               !!          .0  .   .          !
 1999.2!*   +                                 !!          . 0 .   .          !
 1999.3!*   +                                 !!          . 0 .   .          !
 1999.4!*   +                                 !!          . 0 .   .          !
 2000.1!    +                           *     !!          .   .   .          0
 2000.2!                     +               *!!          .   .   .   0      !
 2000.3!                        +             *!          .   .   .  0       !
 2000.4!                        +           * !!          .   .   . 0        !
 2001.1!            *          +              !!        0 .   .   .          !
 2001.2!           +  *                       !!          .   . 0 .          !
 2001.3!            +  *                      !!          .   . 0 .          !
 2001.4!            +   *                     !!          .   . 0 .          !
 2002.1!        *    +                        !!          .0  .   .          !
 2002.2!        +*                            !!          .   0   .          !
 2002.3!         +                            !!          .   0   .          !
 2002.4!         +                            !!          .   0   .          !
 2003.1!     *   +                            !!          . 0 .   .          !
 2003.2!       +      *                       !!          .   .   0          !
 2003.3!   *        +                         !!         0.   .   .          !
 2003.4!*    +                                !!          .0  .   .          !
 2004.1!    +    *                            !!          .   .  0.          !
 2004.2!         +        *                   !!          .   .   .0         !
 2004.3!    *         +                       !!         0.   .   .          !
 2004.4! *    +                               !!          .0  .   .          !
 2005.1!    +   *                             !!          .   . 0 .          !
 2005.2!       *+                             !!          .   0   .          !
 2005.3!        + *                           !!          .   .0  .          !
 2005.4!    *    +                            !!          .0  .   .          !
 2006.1!      +*                              !!          .   .0  .          !
 2006.2!        +                             !!          .   0   .          !
 2006.3!       *+                             !!          .  0.   .          !
 2006.4!     *  +                             !!          . 0 .   .          !
 2007.1!     *+                               !!          .  0.   .          !
 2007.2!      +  *                            !!          .   . 0 .          !
 2007.3!       * +                            !!          .  0.   .          !
 2007.4!        +                           * !!          .   .   .          0
 2008.1!               *       +              !!         0.   .   .          !
 2008.2!            +        *                !!          .   .   .0         !
 2008.3!      *        +                      !!         0.   .   .          !
 2008.4!       +   *                          !!          .   . 0 .          !
 2009.1!      *  +                            !!          . 0 .   .          !
 2009.2!      *+                              !!          .   0   .          !
 2009.3!       +     *                        !!          .   .  0.          !
 2009.4!       *   +                          !!          . 0 .   .          !
 2010.1!        +       *                     !!          .   .   0          !
 2010.2!            +                         !!          .   0   .          !
 2010.3!       *  +                           !!          . 0 .   .          !
 2010.4! *     +                              !!          .0  .   .          !
 2011.1!    +          *                      !!          .   .   . 0        !
 2011.2!        *   +                         !!          . 0 .   .          !
 2011.3!        +   *                         !!          .   . 0 .          !
 2011.4!       *  +                           !!          . 0 .   .          !
 2012.1!*       +                             !!          0   .   .          !
 2012.2!   +       *                          !!          .   .   0          !
 2012.3!         *+                           !!          .   0   .          !
 2012.4!         +*                           !!          .   .0  .          !


     24.47 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@@EQ  882 LAASYDE C LASYDE(-1) PSYDE;SMPL 1996.2 2012.4;OLS;EST  882 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDDE=IDPX$Q/DEPMM;                                                     
 GENR LAAIDDE=LOG(AAIDDE+.00001);                                             
 GENR LAIDDE=LOG(AIDDE+.00001);                                               
 LHS AAIDDE=EXP(LAAIDDE)-.00001;                                              
  EQ  883 LAAIDDE C LAIDDE(-1) PIDDE;                                         
EQUATION 774  LAAIDDE  
   RHS     C  LAIDDE(-1)  PIDDE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  774 PLOT=0;END;                                                     

Equation number =  774
**********************

Dependent variable = LAAIDDE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.017712607

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.301792431       0.132762366  -2.27318     1.000000
12731 LAIDDE  ( -1)       0.898692131       0.027703532  32.43962    -6.025132
12729 PIDDE   (  0)      -0.248290804       0.076523716  -3.24463     1.213019

SE of equation            =     0.204171524
Sum of squared residuals  =  7.71191207      -0.210063078E-10
Average absolute error    =     0.156751382
Sum of ABS residuals      =  29.4692599    
R squared                 =   0.91210
Durbin-Watson statistic   =   2.32597
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!           +*                         !!         .    .0   .         !
 1966.2!         * +                          !!         .0   .    .         !
 1966.3!        +  *                          !!         .    .   0.         !
 1966.4!       *  +                           !!        0.    .    .         !
 1967.1!      +                               !!         .   0.    .         !
 1967.2!     +    *                           !!         .    .    .   0     !
 1967.3!         +       *                    !!         .    .    .        0!
 1967.4!               + *                    !!         .    .  0 .         !
 1968.1!            *   +                     !!        0.    .    .         !
 1968.2!            +     *                   !!         .    .    .     0   !
 1968.3!             *  +                     !!       0 .    .    .         !
 1968.4!           *+                         !!         .   0.    .         !
 1969.1!          + *                         !!         .    .  0 .         !
 1969.2!           +                          !!         .    0    .         !
 1969.3!          + *                         !!         .    .  0 .         !
 1969.4!      *    +                          !!     0   .    .    .         !
 1970.1! *    +                               !!    0    .    .    .         !
 1970.2! + *                                  !!         .    .  0 .         !
 1970.3*    +                                 !!      0  .    .    .         !
 1970.4!+        *                            !!         .    .    .         0
 1971.1!         +*                           !!         .    . 0  .         !
 1971.2!   *      +                           !!  0      .    .    .         !
 1971.3!   +*                                 !!         .    0    .         !
 1971.4!   *+                                 !!         . 0  .    .         !
 1972.1!    +*                                !!         .    .  0 .         !
 1972.2*      +                               !!  0      .    .    .         !
 1972.3!+  *                                  !!         .    .   0.         !
 1972.4! *  +                                 !!         0    .    .         !
 1973.1!  +    *                              !!         .    .    .   0     !
 1973.2!       *+                             !!         .  0 .    .         !
 1973.3!       +      *                       !!         .    .    .     0   !
 1973.4!              +     *                 !!         .    .    .    0    !
 1974.1!                 *  +                 !!         0    .    .         !
 1974.2!            *    +                    !!    0    .    .    .         !
 1974.3!         *  +                         !!         0    .    .         !
 1974.4!          +*                          !!         .    . 0  .         !
 1975.1!    *       +                         !!0        .    .    .         !
 1975.2!     + *                              !!         .    .  0 .         !
 1975.3!        + *                           !!         .    .  0 .         !
 1975.4!           +  *                       !!         .    .    0         !
 1976.1!           *  +                       !!        0.    .    .         !
 1976.2!            +                         !!         .    0    .         !
 1976.3!             +    *                   !!         .    .    .   0     !
 1976.4!                * +                   !!         .0   .    .         !
 1977.1!                 +  *                 !!         .    .    . 0       !
 1977.2!                  * +                 !!         . 0  .    .         !
 1977.3!           *      +                   !!  0      .    .    .         !
 1977.4!         *  +                         !!         0    .    .         !
 1978.1!          +  *                        !!         .    .    .0        !
 1978.2!              +*                      !!         .    .0   .         !
 1978.3!             * +                      !!         0    .    .         !
 1978.4!           *  +                       !!         .0   .    .         !
 1979.1!            + *                       !!         .    .  0 .         !
 1979.2!               +  *                   !!         .    .    0         !
 1979.3!                * +                   !!         0    .    .         !
 1979.4!                 +*                   !!         .    .0   .         !
 1980.1!                 *+                   !!         . 0  .    .         !
 1980.2!                 + *                  !!         .    . 0  .         !
 1980.3!                *  +                  !!         0    .    .         !
 1980.4!                 +*                   !!         .    .0   .         !
 1981.1!                *  +                  !!         0    .    .         !
 1981.2!            *    +                    !!      0  .    .    .         !
 1981.3!             +*                       !!         .    .0   .         !
 1981.4!               +  *                   !!         .    .    .0        !
 1982.1!                   +                  !!         .    0    .         !
 1982.2!                   +  *               !!         .    .    .0        !
 1982.3!                *     +               !!   0     .    .    .         !
 1982.4!             *   +                    !!        0.    .    .         !
 1983.1!              +    *                  !!         .    .    .   0     !
 1983.2!                   + *                !!         .    .  0 .         !
 1983.3!                *    +                !!     0   .    .    .         !
 1983.4!                +    *                !!         .    .    .   0     !
 1984.1!                     +                !!         .    0    .         !
 1984.2!                  *  +                !!         .0   .    .         !
 1984.3!                * +                   !!         .0   .    .         !
 1984.4!                +*                    !!         .    .0   .         !
 1985.1!                *+                    !!         .   0.    .         !
 1985.2!              * +                     !!         .0   .    .         !
 1985.3!            * +                       !!         . 0  .    .         !
 1985.4!          *  +                        !!         .0   .    .         !
 1986.1!           *+                         !!         .   0.    .         !
 1986.2!          * +                         !!         . 0  .    .         !
 1986.3!            + *                       !!         .    .    0         !
 1986.4!              *+                      !!         . 0  .    .         !
 1987.1!               +                      !!         .   0.    .         !
 1987.2!              * +                     !!         .0   .    .         !
 1987.3!              *+                      !!         .  0 .    .         !
 1987.4!               +  *                   !!         .    .   0.         !
 1988.1!              *   +                   !!       0 .    .    .         !
 1988.2!              *+                      !!         .  0 .    .         !
 1988.3!              +*                      !!         .    . 0  .         !
 1988.4!                +                     !!         .    .0   .         !
 1989.1!           *     +                    !!    0    .    .    .         !
 1989.2!            + *                       !!         .    .   0.         !
 1989.3!               +   *                  !!         .    .    . 0       !
 1989.4!                   +  *               !!         .    .    0         !
 1990.1!                     *+               !!         .   0.    .         !
 1990.2!                    * +               !!         .0   .    .         !
 1990.3!                    +*                !!         .    0    .         !
 1990.4!                     + *              !!         .    .   0.         !
 1991.1!                     *  +             !!         0    .    .         !
 1991.2!                     +*               !!         .    .0   .         !
 1991.3!                      +               !!         .   0.    .         !
 1991.4!                    *  +              !!         0    .    .         !
 1992.1!                     +*               !!         .    . 0  .         !
 1992.2!                     * +              !!         .  0 .    .         !
 1992.3!                      +*              !!         .    . 0  .         !
 1992.4!                        +             !!         .    .0   .         !
 1993.1!                        + *           !!         .    .  0 .         !
 1993.2!                       *  +           !!        0.    .    .         !
 1993.3!                       + *            !!         .    .  0 .         !
 1993.4!                        *+            !!         . 0  .    .         !
 1994.1!                       *+             !!         .   0.    .         !
 1994.2!                       +              !!         .   0.    .         !
 1994.3!                       +   *          !!         .    .    .0        !
 1994.4!                           +          !!         .   0.    .         !
 1995.1!                           +*         !!         .    .0   .         !
 1995.2!                            +         !!         .   0.    .         !
 1995.3!                             +        !!         .    .0   .         !
 1995.4!                              +       !!         .    0    .         !
 1996.1!                            * +       !!         .0   .    .         !
 1996.2!                            +         !!         .    0    .         !
 1996.3!                             +        !!         .    .0   .         !
 1996.4!                             *+       !!         .   0.    .         !
 1997.1!                            *+        !!         . 0  .    .         !
 1997.2!                           *+         !!         .   0.    .         !
 1997.3!                          *+          !!         .  0 .    .         !
 1997.4!                         *+           !!         .   0.    .         !
 1998.1!                         +*           !!         .    0    .         !
 1998.2!                          +    *      !!         .    .    .  0      !
 1998.3!                              +       !!         .   0.    .         !
 1998.4!                              +*      !!         .    . 0  .         !
 1999.1!                              *+      !!         .  0 .    .         !
 1999.2!                              +*      !!         .    .  0 .         !
 1999.3!                               +      !!         .    0    .         !
 1999.4!                               + *    !!         .    .   0.         !
 2000.1!                            *    +    !!      0  .    .    .         !
 2000.2!                            + *       !!         .    .  0 .         !
 2000.3!                             *+       !!         .   0.    .         !
 2000.4!                             + *      !!         .    .  0 .         !
 2001.1!                            *  +      !!         0    .    .         !
 2001.2!                            +         !!         .    0    .         !
 2001.3!                          * +         !!         . 0  .    .         !
 2001.4!                           +*         !!         .    . 0  .         !
 2002.1!                            + *       !!         .    . 0  .         !
 2002.2!                             *+       !!         .  0 .    .         !
 2002.3!                             +        !!         .    0    .         !
 2002.4!                             +        !!         .    0    .         !
 2003.1!                              +*      !!         .    . 0  .         !
 2003.2!                              *+      !!         .   0.    .         !
 2003.3!                             *+       !!         .  0 .    .         !
 2003.4!                              + *     !!         .    .  0 .         !
 2004.1!                               *+     !!         .    0    .         !
 2004.2!                               +      !!         .   0.    .         !
 2004.3!                               +      !!         .    0    .         !
 2004.4!                               +      !!         .    0    .         !
 2005.1!                               +  *   !!         .    .    .0        !
 2005.2!                               *  +   !!         0    .    .         !
 2005.3!                              +   *   !!         .    .    . 0       !
 2005.4!                               *  +   !!         0    .    .         !
 2006.1!                              +   *   !!         .    .    .0        !
 2006.2!                               * +    !!         .0   .    .         !
 2006.3!                              +       !!         .    .0   .         !
 2006.4!                              +*      !!         .    . 0  .         !
 2007.1!                              + *     !!         .    . 0  .         !
 2007.2!                               +      !!         .   0.    .         !
 2007.3!                              +       !!         .    0    .         !
 2007.4!                              +   *   !!         .    .    . 0       !
 2008.1!                             *  +     !!         0    .    .         !
 2008.2!                             +  *     !!         .    .    .0        !
 2008.3!                               *+     !!         .   0.    .         !
 2008.4!                               +    * !!         .    .    .   0     !
 2009.1!                                   +* !!         .    .0   .         !
 2009.2!                                   +  *!         .    .    .0        !
 2009.3!                                   * +!!         . 0  .    .         !
 2009.4!                                  +*  !!         .    .  0 .         !
 2010.1!                                 *+   !!         .   0.    .         !
 2010.2!                                + *   !!         .    .   0.         !
 2010.3!                                 +    !!         .    .0   .         !
 2010.4!                                +   * !!         .    .    . 0       !
 2011.1!                                  +*  !!         .    . 0  .         !
 2011.2!                                 +    !!         .    .0   .         !
 2011.3!                               +  *   !!         .    .   0.         !
 2011.4!                                +*    !!         .    . 0  .         !
 2012.1!                               +*     !!         .    . 0  .         !
 2012.2!                               + *    !!         .    .   0.         !
 2012.3!                                +    *!!         .    .    .  0      !
 2012.4!                                * +   !!         .0   .    .         !


     28.72 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMADE=MAPX$Q/DEPMM;                                                     
 GENR LAAMADE=LOG(AAMADE+.00001);                                             
 GENR LAMADE=LOG(AMADE+.00001);                                               
 LHS AAMADE=EXP(LAAMADE)-.00001;                                              
  EQ  884 LAAMADE C LAMADE(-1) PMADE;                                         
EQUATION 775  LAAMADE  
   RHS     C  LAMADE(-1)  PMADE  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST  775 PLOT=0;END;                                                     

Equation number =  775
**********************

Dependent variable = LAAMADE 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -6.395735730

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.965065957       0.196632537  -4.90797     1.000000
12734 LAMADE  ( -1)       0.774000390       0.040747425  18.99508    -6.409832
12732 PMADE   (  0)      -0.387288993       0.093612693  -4.13714     1.212163

SE of equation            =     0.286984195
Sum of squared residuals  =  14.7424271       0.238573605E-10
Average absolute error    =     0.200172795
Sum of ABS residuals      =  36.4314487    
R squared                 =   0.85212
Durbin-Watson statistic   =   2.52842
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3! +                                    !!          .   0   .          !
 1967.4!   +                                  !!          .   0   .          !
 1968.1!      +                               !!          .   0   .          !
 1968.2!        +                             !!          .  0.   .          !
 1968.3!          +                           !!          .   0   .          !
 1968.4!           *+                         !!          .  0.   .          !
 1969.1!            *+                        !!          . 0 .   .          !
 1969.2!           * +                        !!          . 0 .   .          !
 1969.3!           *+                         !!          .  0.   .          !
 1969.4!            *+                        !!          .  0.   .          !
 1970.1!           * +                        !!          . 0 .   .          !
 1970.2!         *  +                         !!          .0  .   .          !
 1970.3!        * +                           !!          . 0 .   .          !
 1970.4!        * +                           !!          .0  .   .          !
 1971.1!     *    +                           !!        0 .   .   .          !
 1971.2!   *    +                             !!        0 .   .   .          !
 1971.3!    * +                               !!          .0  .   .          !
 1971.4!      *+                              !!          . 0 .   .          !
 1972.1!         +                            !!          .   0   .          !
 1972.2!             +                        !!          .   .0  .          !
 1972.3!              * +                     !!          . 0 .   .          !
 1972.4!               *+                     !!          . 0 .   .          !
 1973.1!              * +                     !!          .0  .   .          !
 1973.2!             * +                      !!          .0  .   .          !
 1973.3!             * +                      !!          . 0 .   .          !
 1973.4!            * +                       !!          . 0 .   .          !
 1974.1*           +                          !0          .   .   .          !
 1974.2! +          *                         !!          .   .   .        0 !
 1974.3!        *  +                          !!          0   .   .          !
 1974.4!        +                             !!          .   0   .          !
 1975.1!        +   *                         !!          .   .   .0         !
 1975.2!      *     +                         !!      0   .   .   .          !
 1975.3!    *    +                            !!        0 .   .   .          !
 1975.4!       +   *                          !!          .   .   .0         !
 1976.1!            *+                        !!          .  0.   .          !
 1976.2!              +   *                   !!          .   .   .0         !
 1976.3!                * +                   !!          .0  .   .          !
 1976.4!                +*                    !!          .   . 0 .          !
 1977.1!              *  +                    !!          0   .   .          !
 1977.2!          *   +                       !!          0   .   .          !
 1977.3!          +      *                    !!          .   .   .    0     !
 1977.4!            *    +                    !!        0 .   .   .          !
 1978.1!          *   +                       !!          0   .   .          !
 1978.2!            +*                        !!          .   . 0 .          !
 1978.3!            * +                       !!          . 0 .   .          !
 1978.4!             +*                       !!          .   .0  .          !
 1979.1!               +  *                   !!          .   .   0          !
 1979.2!                 +  *                 !!          .   .   0          !
 1979.3!                  +                   !!          .   0   .          !
 1979.4!                 +  *                 !!          .   .   0          !
 1980.1!                  *+                  !!          .  0.   .          !
 1980.2!              *  +                    !!          0   .   .          !
 1980.3!          *   +                       !!        0 .   .   .          !
 1980.4!           +*                         !!          .   0   .          !
 1981.1!             + *                      !!          .   .  0.          !
 1981.2!              + *                     !!          .   .  0.          !
 1981.3!               *+                     !!          .  0.   .          !
 1981.4!              *+                      !!          . 0 .   .          !
 1982.1!              +           *           !!          .   .   .          0
 1982.2!                       +   *          !!          .   .   . 0        !
 1982.3!               *        +             !!  0       .   .   .          !
 1982.4!               +        *             !!          .   .   .      0   !
 1983.1!               *      +               !!     0    .   .   .          !
 1983.2!               +  *                   !!          .   .  0.          !
 1983.3!               * +                    !!          .0  .   .          !
 1983.4!              +       *               !!          .   .   .     0    !
 1984.1!           *       +                  !!    0     .   .   .          !
 1984.2!          +      *                    !!          .   .   .    0     !
 1984.3!               +  *                   !!          .   .   0          !
 1984.4!                +   *                 !!          .   .   0          !
 1985.1!                 +                    !!          .   0   .          !
 1985.2!          *    +                      !!       0  .   .   .          !
 1985.3!           +      *                   !!          .   .   .    0     !
 1985.4!              *   +                   !!         0.   .   .          !
 1986.1!                +                     !!          .  0.   .          !
 1986.2!               *  +                   !!          0   .   .          !
 1986.3!                  +   *               !!          .   .   .0         !
 1986.4!                  *    +              !!        0 .   .   .          !
 1987.1!                *   +                 !!         0.   .   .          !
 1987.2!                * +                   !!          . 0 .   .          !
 1987.3!                  +  *                !!          .   .   0          !
 1987.4!                   *  +               !!          0   .   .          !
 1988.1!                    +  *              !!          .   .  0.          !
 1988.2!                       +              !!          .  0.   .          !
 1988.3!                       +              !!          .   0   .          !
 1988.4!                      * +             !!          .0  .   .          !
 1989.1!                       +              !!          .   .0  .          !
 1989.2!                       *+             !!          .   0   .          !
 1989.3!                        +             !!          .  0.   .          !
 1989.4!                        *+            !!          .  0.   .          !
 1990.1!                         +*           !!          .   .0  .          !
 1990.2!                           +          !!          .   0   .          !
 1990.3!                           *+         !!          .  0.   .          !
 1990.4!                        *  +          !!         0.   .   .          !
 1991.1!                         + *          !!          .   .  0.          !
 1991.2!                            +         !!          .   0   .          !
 1991.3!                            +         !!          .  0.   .          !
 1991.4!                            + *       !!          .   . 0 .          !
 1992.1!                            *+        !!          .  0.   .          !
 1992.2!                           *+         !!          . 0 .   .          !
 1992.3!                           *+         !!          .   0   .          !
 1992.4!                            +         !!          .   0   .          !
 1993.1!                           +          !!          .  0.   .          !
 1993.2!                           +          !!          .   0   .          !
 1993.3!                           +*         !!          .   . 0 .          !
 1993.4!                            + *       !!          .   . 0 .          !
 1994.1!                             +*       !!          .   .0  .          !
 1994.2!                             +*       !!          .   .0  .          !
 1994.3!                             +        !!          .   0   .          !
 1994.4!                            +*        !!          .   .0  .          !
 1995.1!                           *+         !!          .   0   .          !
 1995.2!                           +  *       !!          .   .   0          !
 1995.3!                            *+        !!          .  0.   .          !
 1995.4!                            +*        !!          .   .0  .          !
 1996.1!                            +         !!          .   0   .          !
 1996.2!                           + *        !!          .   .  0.          !
 1996.3!                            *+        !!          .   0   .          !
 1996.4!                            +*        !!          .   . 0 .          !
 1997.1!                            +         !!          .   0   .          !
 1997.2!                           +   *      !!          .   .   .0         !
 1997.3!                            * +       !!          . 0 .   .          !
 1997.4!                            +  *      !!          .   .   0          !
 1998.1!                              +       !!          .   0   .          !
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 1998.3!                            +  *      !!          .   .   .0         !
 1998.4!                              +*      !!          .   .0  .          !
 1999.1!                           * +        !!          .0  .   .          !
 1999.2!                          +*          !!          .   .0  .          !
 1999.3!                           +*         !!          .   . 0 .          !
 1999.4!                           +  *       !!          .   .  0.          !
 2000.1!                          * +         !!          . 0 .   .          !
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 2000.3!                          + *         !!          .   . 0 .          !
 2000.4!                          +*          !!          .   .0  .          !
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 2001.2!                         +*           !!          .   .0  .          !
 2001.3!                         +*           !!          .   .0  .          !
 2001.4!                         +  *         !!          .   .   0          !
 2002.1!                         *+           !!          .  0.   .          !
 2002.2!                        +             !!          .   0   .          !
 2002.3!                        +             !!          .   0   .          !
 2002.4!                       + *            !!          .   . 0 .          !
 2003.1!                        +   *         !!          .   .   0          !
 2003.2!                           +*         !!          .   . 0 .          !
 2003.3!                          *+          !!          . 0 .   .          !
 2003.4!                          +*          !!          .   . 0 .          !
 2004.1!                           +          !!          .   0   .          !
 2004.2!                          *+          !!          .  0.   .          !
 2004.3!                          +*          !!          .   .0  .          !
 2004.4!                           +          !!          .   0   .          !
 2005.1!                           +          !!          .   0   .          !
 2005.2!                          *+          !!          .  0.   .          !
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 2005.4!                           +*         !!          .   . 0 .          !
 2006.1!                           *+         !!          .  0.   .          !
 2006.2!                           +*         !!          .   .0  .          !
 2006.3!                            +      *  !!          .   .   .    0     !
 2006.4!                                 +    *!          .   .   . 0        !
 2007.1!                             *      + !!      0   .   .   .          !
 2007.2!                             + *      !!          .   . 0 .          !
 2007.3!                            * +       !!          .0  .   .          !
 2007.4!                            +         !!          .   0   .          !
 2008.1!                            + *       !!          .   . 0 .          !
 2008.2!                              +*      !!          .   . 0 .          !
 2008.3!                            *  +      !!          .0  .   .          !
 2008.4!                          * +         !!          .0  .   .          !
 2009.1!                          +*          !!          .   . 0 .          !
 2009.2!                          *+          !!          . 0 .   .          !
 2009.3!                       *  +           !!          0   .   .          !
 2009.4!                       *+             !!          .  0.   .          !
 2010.1!                        +    *        !!          .   .   . 0        !
 2010.2!                            + *       !!          .   . 0 .          !
 2010.3!                            *+        !!          . 0 .   .          !
 2010.4!                          * +         !!          . 0 .   .          !
 2011.1!                           +*         !!          .   . 0 .          !
 2011.2!                            + *       !!          .   . 0 .          !
 2011.3!                            *+        !!          . 0 .   .          !
 2011.4!                            +         !!          .   0   .          !
 2012.1!                         *  +         !!          .0  .   .          !
 2012.2!                          +           !!          .   0   .          !
 2012.3!                         *+           !!          .  0.   .          !
 2012.4!                          +           !!          .   0   .          !


     23.63 percent of the residuals exceed 1 SE
      7.14 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPADE=PAPX$Q/DEPMM;                                                     
 GENR LAAPADE=LOG(AAPADE+.00001);                                             
 GENR LAPADE=LOG(APADE+.00001);                                               
 LHS AAPADE=EXP(LAAPADE)-.00001;                                              
  EQ  885 LAAPADE C LAPADE(-1) PPADE;                                         
EQUATION 776  LAAPADE  
   RHS     C  LAPADE(-1)  PPADE  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  776 PLOT=0;END;                                                     

Equation number =  776
**********************

Dependent variable = LAAPADE 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -7.155420548

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.981054421       0.342161764  -5.78982     1.000000
12737 LAPADE  ( -1)       0.657262854       0.055108249  11.92676    -7.160105
12735 PPADE   (  0)      -0.363743632       0.088527813  -4.10881     1.287432

SE of equation            =     0.212597087
Sum of squared residuals  =  7.18640590       0.168496328E-10
Average absolute error    =     0.164110482
Sum of ABS residuals      =  26.5858981    
R squared                 =   0.67030
Durbin-Watson statistic   =   2.44622
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!   *          +                       !!   0      .   .   .          !
 1972.4!         +     *                      !!          .   .   .0         !
 1973.1!                 +      *             !!          .   .   .  0       !
 1973.2!           *          +               !!    0     .   .   .          !
 1973.3!          *  +                        !!          .0  .   .          !
 1973.4!          + *                         !!          .   . 0 .          !
 1974.1*          +                           !!   0      .   .   .          !
 1974.2!    +  *                              !!          .   . 0 .          !
 1974.3!    *     +                           !!         0.   .   .          !
 1974.4!          +          *                !!          .   .   .     0    !
 1975.1!             *        +               !!      0   .   .   .          !
 1975.2!                 +       *            !!          .   .   .   0      !
 1975.3!                *      +              !!       0  .   .   .          !
 1975.4!                  +  *                !!          .   .  0.          !
 1976.1!                *     +               !!        0 .   .   .          !
 1976.2!                 + *                  !!          .   . 0 .          !
 1976.3!                *  +                  !!          . 0 .   .          !
 1976.4!                 + *                  !!          .   . 0 .          !
 1977.1!                  +                   !!          .   0   .          !
 1977.2!                 +   *                !!          .   .  0.          !
 1977.3!                  *+                  !!          .  0.   .          !
 1977.4!                   + *                !!          .   . 0 .          !
 1978.1!                    +     *           !!          .   .   .0         !
 1978.2!                      * +             !!          .  0.   .          !
 1978.3!               *    +                 !!         0.   .   .          !
 1978.4!               *+                     !!          .   0   .          !
 1979.1!                +    *                !!          .   .   0          !
 1979.2!            *      +                  !!       0  .   .   .          !
 1979.3!               +  *                   !!          .   .   0          !
 1979.4!               *   +                  !!          .0  .   .          !
 1980.1!                 +       *            !!          .   .   .   0      !
 1980.2!               *        +             !!     0    .   .   .          !
 1980.3!              *  +                    !!          .0  .   .          !
 1980.4!                +        *            !!          .   .   .   0      !
 1981.1!       *               +              !0          .   .   .          !
 1981.2!          +                           !!          .   0   .          !
 1981.3!     *     +                          !!        0 .   .   .          !
 1981.4!        +  *                          !!          .   . 0 .          !
 1982.1!             +    *                   !!          .   .   .0         !
 1982.2!                  +  *                !!          .   .  0.          !
 1982.3!              *     +                 !!        0 .   .   .          !
 1982.4!               +*                     !!          .   .0  .          !
 1983.1!               * +                    !!          . 0 .   .          !
 1983.2!              * +                     !!          . 0 .   .          !
 1983.3!               +    *                 !!          .   .   .0         !
 1983.4!                  +    *              !!          .   .   0          !
 1984.1!               *    +                 !!         0.   .   .          !
 1984.2!               +  *                   !!          .   .  0.          !
 1984.3!             *  +                     !!          .0  .   .          !
 1984.4!              +     *                 !!          .   .   .0         !
 1985.1!             *     +                  !!        0 .   .   .          !
 1985.2!               +                      !!          .   0   .          !
 1985.3!                + *                   !!          .   .0  .          !
 1985.4!                   +   *              !!          .   .   0          !
 1986.1!                      +               !!          .   0   .          !
 1986.2!                     +  *             !!          .   .  0.          !
 1986.3!                      +               !!          .   0   .          !
 1986.4!                    +    *            !!          .   .   0          !
 1987.1!                       +      *       !!          .   .   .  0       !
 1987.2!                           +    *     !!          .   .   .0         !
 1987.3!                             + *      !!          .   . 0 .          !
 1987.4!                            +     *   !!          .   .   . 0        !
 1988.1!                              + *     !!          .   . 0 .          !
 1988.2!                             +  *     !!          .   .  0.          !
 1988.3!                         *   +        !!          .0  .   .          !
 1988.4!                         +   *        !!          .   .   0          !
 1989.1!                            +    *    !!          .   .   .0         !
 1989.2!                              +*      !!          .   .0  .          !
 1989.3!                             +    *   !!          .   .   .0         !
 1989.4!                              +    *  !!          .   .   0          !
 1990.1!                               +   *  !!          .   .   0          !
 1990.2!                                +*    !!          .   .0  .          !
 1990.3!                               +   *  !!          .   .   0          !
 1990.4!                                 +  * !!          .   . 0 .          !
 1991.1!                                 +   *!!          .   .  0.          !
 1991.2!                                  +   *!          .   .   0          !
 1991.3!                                  + * !!          .   . 0 .          !
 1991.4!                                * +   !!          .  0.   .          !
 1992.1!                              *+      !!          .  0.   .          !
 1992.2!                              +*      !!          .   .0  .          !
 1992.3!                               +   *  !!          .   .   0          !
 1992.4!                               * +    !!          . 0 .   .          !
 1993.1!                              +   *   !!          .   .   0          !
 1993.2!                                +  *  !!          .   . 0 .          !
 1993.3!                                +     !!          .   0   .          !
 1993.4!                               + *    !!          .   . 0 .          !
 1994.1!                               +*     !!          .   .0  .          !
 1994.2!                              *+      !!          .  0.   .          !
 1994.3!                           *+         !!          .  0.   .          !
 1994.4!                           +     *    !!          .   .   .0         !
 1995.1!                            * +       !!          . 0 .   .          !
 1995.2!                           +    *     !!          .   .   .0         !
 1995.3!                            * +       !!          .  0.   .          !
 1995.4!                           *+         !!          .  0.   .          !
 1996.1!                          +     *     !!          .   .   .0         !
 1996.2!                              +    *  !!          .   .   .0         !
 1996.3!                           *   +      !!          .0  .   .          !
 1996.4!                           +  *       !!          .   .  0.          !
 1997.1!                            *+        !!          .   0   .          !
 1997.2!                         * +          !!          .0  .   .          !
 1997.3!                       +  *           !!          .   . 0 .          !
 1997.4!                        +  *          !!          .   . 0 .          !
 1998.1!                        +             !!          .   0   .          !
 1998.2!                       +*             !!          .   .0  .          !
 1998.3!                       +              !!          .   .0  .          !
 1998.4!                       + *            !!          .   .  0.          !
 1999.1!                       *+             !!          .  0.   .          !
 1999.2!                      + *             !!          .   . 0 .          !
 1999.3!                     *  +             !!          . 0 .   .          !
 1999.4!                      +       *       !!          .   .   .  0       !
 2000.1!                      *     +         !!         0.   .   .          !
 2000.2!                     * +              !!          . 0 .   .          !
 2000.3!                    * +               !!          . 0 .   .          !
 2000.4!                     +   *            !!          .   .   0          !
 2001.1!                      *  +            !!          .0  .   .          !
 2001.2!                      +               !!          .   0   .          !
 2001.3!                      *+              !!          .  0.   .          !
 2001.4!                     * +              !!          . 0 .   .          !
 2002.1!                      +*              !!          .   .0  .          !
 2002.2!                    *   +             !!          .0  .   .          !
 2002.3!                      +               !!          .  0.   .          !
 2002.4!                        +             !!          .   0   .          !
 2003.1!                         +            !!          .   0   .          !
 2003.2!                        * +           !!          . 0 .   .          !
 2003.3!                       * +            !!          . 0 .   .          !
 2003.4!                     *  +             !!          .0  .   .          !
 2004.1!                       +*             !!          .   .0  .          !
 2004.2!                        *+            !!          .  0.   .          !
 2004.3!                    *    +            !!         0.   .   .          !
 2004.4!                        +             !!          .   0   .          !
 2005.1!                       *  +           !!          .0  .   .          !
 2005.2!                      *  +            !!          .0  .   .          !
 2005.3!                     *  +             !!          0   .   .          !
 2005.4!                       +*             !!          .   .0  .          !
 2006.1!                   *      +           !!        0 .   .   .          !
 2006.2!                 *    +               !!         0.   .   .          !
 2006.3!                     +                !!          .   0   .          !
 2006.4!                      * +             !!          . 0 .   .          !
 2007.1!                      *  +            !!          .0  .   .          !
 2007.2!                      *  +            !!          .0  .   .          !
 2007.3!                      *  +            !!          .0  .   .          !
 2007.4!                         +*           !!          .   .0  .          !
 2008.1!                         *  +         !!          .0  .   .          !
 2008.2!                         * +          !!          .  0.   .          !
 2008.3!                         * +          !!          . 0 .   .          !
 2008.4!                          +   *       !!          .   .   0          !
 2009.1!                             +        !!          .   0   .          !
 2009.2!                             +        !!          .   0   .          !
 2009.3!                         *   +        !!          0   .   .          !
 2009.4!                           +          !!          .   0   .          !
 2010.1!                          * +         !!          . 0 .   .          !
 2010.2!                       *  +           !!          .0  .   .          !
 2010.3!                      * +             !!          .  0.   .          !
 2010.4!                     *  +             !!          .0  .   .          !
 2011.1!                       +*             !!          .   .0  .          !
 2011.2!                        *+            !!          .   0   .          !
 2011.3!                      *  +            !!          .0  .   .          !
 2011.4!                      *+              !!          .  0.   .          !
 2012.1!                    *  +              !!          . 0 .   .          !
 2012.2!                     +*               !!          .   0   .          !
 2012.3!                     * +              !!          . 0 .   .          !
 2012.4!                      + *             !!          .   . 0 .          !


     29.63 percent of the residuals exceed 1 SE
      4.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPHDE=PHPX$Q/DEPMM;                                                     
 GENR LAAPHDE=LOG(AAPHDE+.00001);                                             
 GENR LAPHDE=LOG(APHDE+.00001);                                               
 LHS AAPHDE=EXP(LAAPHDE)-.00001;                                              
  EQ  886 LAAPHDE C LAPHDE(-1) PPHDE;                                         
EQUATION 777  LAAPHDE  
   RHS     C  LAPHDE(-1)  PPHDE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  777 PLOT=0;END;                                                     

Equation number =  777
**********************

Dependent variable = LAAPHDE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -7.328976540

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.431032495       0.315204800  -4.54001     1.000000
12740 LAPHDE  ( -1)       0.777351907       0.043799578  17.74793    -7.316336
12738 PPHDE   (  0)      -0.182778852       0.092368772  -1.97879     1.152080

SE of equation            =     0.286255969
Sum of squared residuals  =  15.1593587      -0.990825200E-10
Average absolute error    =     0.222525415
Sum of ABS residuals      =  41.8347779    
R squared                 =   0.65529
Durbin-Watson statistic   =   2.54394
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                              +       *!          .   .   .  0       !
 1966.2!                                +   * !!          .   .  0.          !
 1966.3!                         *    +       !!          0   .   .          !
 1966.4!                     +       *        !!          .   .   .  0       !
 1967.1!       *                 +            !0          .   .   .          !
 1967.2!       +     *                        !!          .   .   .0         !
 1967.3!            + *                       !!          .   . 0 .          !
 1967.4!             + *                      !!          .   . 0 .          !
 1968.1!             +*                       !!          .   0   .          !
 1968.2!            +  *                      !!          .   . 0 .          !
 1968.3!          *  +                        !!          .0  .   .          !
 1968.4!         + *                          !!          .   .0  .          !
 1969.1!     *    +                           !!          0   .   .          !
 1969.2!      +          *                    !!          .   .   .     0    !
 1969.3!             * +                      !!          .  0.   .          !
 1969.4!            +                         !!          .   0   .          !
 1970.1!           +        *                 !!          .   .   .   0      !
 1970.2!                  *+                  !!          .  0.   .          !
 1970.3!                 +   *                !!          .   .  0.          !
 1970.4!                  *+                  !!          .  0.   .          !
 1971.1!                 +  *                 !!          .   .  0.          !
 1971.2!                  *+                  !!          .  0.   .          !
 1971.3!                 +                    !!          .   0   .          !
 1971.4!                +                     !!          .   0   .          !
 1972.1!                +  *                  !!          .   . 0 .          !
 1972.2!                  +        *          !!          .   .   .  0       !
 1972.3!                  *     +             !!         0.   .   .          !
 1972.4!                  +      *            !!          .   .   . 0        !
 1973.1!                       +*             !!          .   .0  .          !
 1973.2!                      +    *          !!          .   .   0          !
 1973.3!                        +     *       !!          .   .   .0         !
 1973.4!                     *     +          !!         0.   .   .          !
 1974.1!                *  +                  !!          .0  .   .          !
 1974.2!                +*                    !!          .   .0  .          !
 1974.3!                 +     *              !!          .   .   .0         !
 1974.4!            *        +                !!      0   .   .   .          !
 1975.1!             + *                      !!          .   . 0 .          !
 1975.2!                +*                    !!          .   .0  .          !
 1975.3!                 +        *           !!          .   .   .   0      !
 1975.4!                        +  *          !!          .   .  0.          !
 1976.1!             *           +            !!    0     .   .   .          !
 1976.2!              + *                     !!          .   .  0.          !
 1976.3!                +*                    !!          .   0   .          !
 1976.4!                 +    *               !!          .   .   0          !
 1977.1!                 *   +                !!          .0  .   .          !
 1977.2!                 +      *             !!          .   .   . 0        !
 1977.3!                   *  +               !!          .0  .   .          !
 1977.4!                  + *                 !!          .   . 0 .          !
 1978.1!                   +       *          !!          .   .   . 0        !
 1978.2!                        *+            !!          .   0   .          !
 1978.3!                      *+              !!          .   0   .          !
 1978.4!                     +                !!          .   0   .          !
 1979.1!                    +   *             !!          .   .  0.          !
 1979.2!                   *  +               !!          .0  .   .          !
 1979.3!                  +       *           !!          .   .   .  0       !
 1979.4!                       *+             !!          .  0.   .          !
 1980.1!                      +  *            !!          .   . 0 .          !
 1980.2!                 *     +              !!         0.   .   .          !
 1980.3!                  + *                 !!          .   . 0 .          !
 1980.4!                    +    *            !!          .   .   .0         !
 1981.1!                       +*             !!          .   .0  .          !
 1981.2!                  *   +               !!          .0  .   .          !
 1981.3!                  +*                  !!          .   .0  .          !
 1981.4!                  *+                  !!          .  0.   .          !
 1982.1!                *+                    !!          . 0 .   .          !
 1982.2!                +   *                 !!          .   .   0          !
 1982.3!             *     +                  !!         0.   .   .          !
 1982.4!             +  *                     !!          .   .  0.          !
 1983.1!               *+                     !!          .  0.   .          !
 1983.2!               + *                    !!          .   . 0 .          !
 1983.3!              *  +                    !!          . 0 .   .          !
 1983.4!               + *                    !!          .   . 0 .          !
 1984.1!               * +                    !!          . 0 .   .          !
 1984.2!          *    +                      !!          0   .   .          !
 1984.3!           +    *                     !!          .   .   0          !
 1984.4!                +                     !!          .   0   .          !
 1985.1!                +                     !!          .   0   .          !
 1985.2!               *+                     !!          .  0.   .          !
 1985.3!            *  +                      !!          . 0 .   .          !
 1985.4!             +  *                     !!          .   .  0.          !
 1986.1!                + *                   !!          .   .0  .          !
 1986.2!                  +                   !!          .   0   .          !
 1986.3!               *  +                   !!          .0  .   .          !
 1986.4!                +                     !!          .   .0  .          !
 1987.1!                 + *                  !!          .   .0  .          !
 1987.2!                  *+                  !!          .  0.   .          !
 1987.3!                  +  *                !!          .   . 0 .          !
 1987.4!                    + *               !!          .   . 0 .          !
 1988.1!                      + *             !!          .   . 0 .          !
 1988.2!                       +              !!          .   0   .          !
 1988.3!                      +  *            !!          .   .  0.          !
 1988.4!                       +              !!          .   0   .          !
 1989.1!                      +   *           !!          .   .   0          !
 1989.2!                     *  +             !!          .0  .   .          !
 1989.3!                    +   *             !!          .   .  0.          !
 1989.4!                   *   +              !!          .0  .   .          !
 1990.1!                  +   *               !!          .   .  0.          !
 1990.2!                     +                !!          .   0   .          !
 1990.3!                  *  +                !!          . 0 .   .          !
 1990.4!                  +   *               !!          .   .  0.          !
 1991.1!                      +  *            !!          .   . 0 .          !
 1991.2!                       +  *           !!          .   . 0 .          !
 1991.3!                     *  +             !!          .0  .   .          !
 1991.4!                    +  *              !!          .   .  0.          !
 1992.1!             *        +               !!      0   .   .   .          !
 1992.2!              +*                      !!          .   .0  .          !
 1992.3!               +   *                  !!          .   .  0.          !
 1992.4!                *  +                  !!          . 0 .   .          !
 1993.1!               *+                     !!          .  0.   .          !
 1993.2!               +  *                   !!          .   . 0 .          !
 1993.3!                 +  *                 !!          .   . 0 .          !
 1993.4!                   +   *              !!          .   .   0          !
 1994.1!                  *   +               !!          .0  .   .          !
 1994.2!                *+                    !!          .  0.   .          !
 1994.3!               *+                     !!          .  0.   .          !
 1994.4!              *+                      !!          .  0.   .          !
 1995.1!              +                       !!          .   0   .          !
 1995.2!              +*                      !!          .   .0  .          !
 1995.3!               +*                     !!          .   .0  .          !
 1995.4!              * +                     !!          . 0 .   .          !
 1996.1!              + *                     !!          .   .0  .          !
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 1996.3!             *+                       !!          .  0.   .          !
 1996.4!          *  +                        !!          .0  .   .          !
 1997.1!          +   *                       !!          .   .  0.          !
 1997.2!            * +                       !!          . 0 .   .          !
 1997.3!            +  *                      !!          .   .  0.          !
 1997.4!               + *                    !!          .   . 0 .          !
 1998.1!              *  +                    !!          . 0 .   .          !
 1998.2!            * +                       !!          . 0 .   .          !
 1998.3!             +*                       !!          .   .0  .          !
 1998.4!              +*                      !!          .   .0  .          !
 1999.1!           *  +                       !!          .0  .   .          !
 1999.2!           +*                         !!          .   0   .          !
 1999.3!            +     *                   !!          .   .   . 0        !
 1999.4!                 +     *              !!          .   .   .0         !
 2000.1!               *     +                !!         0.   .   .          !
 2000.2!               +    *                 !!          .   .   .0         !
 2000.3!            *      +                  !!         0.   .   .          !
 2000.4!             + *                      !!          .   . 0 .          !
 2001.1!              *+                      !!          .  0.   .          !
 2001.2!              + *                     !!          .   . 0 .          !
 2001.3!             *  +                     !!          . 0 .   .          !
 2001.4!             +   *                    !!          .   .  0.          !
 2002.1!          *     +                     !!         0.   .   .          !
 2002.2!           + *                        !!          .   . 0 .          !
 2002.3!             + *                      !!          .   . 0 .          !
 2002.4!               +      *               !!          .   .   . 0        !
 2003.1!                  *  +                !!          . 0 .   .          !
 2003.2!                 +  *                 !!          .   .  0.          !
 2003.3!                 * +                  !!          . 0 .   .          !
 2003.4!              *  +                    !!          . 0 .   .          !
 2004.1!             * +                      !!          .  0.   .          !
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 2004.3!          *  +                        !!          .0  .   .          !
 2004.4!       *    +                         !!          0   .   .          !
 2005.1!    *    +                            !!         0.   .   .          !
 2005.2! *     +                              !!         0.   .   .          !
 2005.3!    +                                 !!          .  0.   .          !
 2005.4!*     +                               !!         0.   .   .          !
 2006.1!    + *                               !!          .   . 0 .          !
 2006.2*        +                             !!      0   .   .   .          !
 2006.3!  *+                                  !!          .  0.   .          !
 2006.4!    *+                                !!          .  0.   .          !
 2007.1!       +                              !!          .   0   .          !
 2007.2!       * +                            !!          . 0 .   .          !
 2007.3!  *      +                            !!        0 .   .   .          !
 2007.4!     +  *                             !!          .   .  0.          !
 2008.1! *       +                            !!       0  .   .   .          !
 2008.2!  * +                                 !!          .  0.   .          !
 2008.3!   * +                                !!          . 0 .   .          !
 2008.4!     +    *                           !!          .   .   0          !
 2009.1!     *     +                          !!         0.   .   .          !
 2009.2!  *    +                              !!          0   .   .          !
 2009.3!     + *                              !!          .   . 0 .          !
 2009.4!  *     +                             !!         0.   .   .          !
 2010.1! *   +                                !!          .0  .   .          !
 2010.2! *  +                                 !!          .0  .   .          !
 2010.3!   +      *                           !!          .   .   .0         !
 2010.4!     *    +                           !!         0.   .   .          !
 2011.1!    *  +                              !!          . 0 .   .          !
 2011.2!     *+                               !!          .  0.   .          !
 2011.3!      *+                              !!          .  0.   .          !
 2011.4!    *  +                              !!          . 0 .   .          !
 2012.1!    * +                               !!          . 0 .   .          !
 2012.2!      +                               !!          .   0   .          !
 2012.3!      *+                              !!          .   0   .          !
 2012.4! *     +                              !!        0 .   .   .          !


     27.13 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHDE=THPX$Q/DEPMM;                                                     
 GENR LAATHDE=LOG(AATHDE+.00001);                                             
 GENR LATHDE=LOG(ATHDE+.00001);                                               
 LHS AATHDE=EXP(LAATHDE)-.00001;                                              
  EQ  887 LAATHDE C LATHDE(-1) PTHDE;                                         
EQUATION 778  LAATHDE  
   RHS     C  LATHDE(-1)  PTHDE  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST  778 PLOT=0;END;                                                     

Equation number =  778
**********************

Dependent variable = LAATHDE 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -6.008541832

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.202409320       0.157755537  -1.28306     1.000000
12743 LATHDE  ( -1)       0.860252400       0.032463520  26.49905    -6.019923
12741 PTHDE   (  0)      -0.543348996       0.159817058  -3.39982     1.154836

SE of equation            =     0.254751120
Sum of squared residuals  =  11.3571733      -0.222000196E-10
Average absolute error    =     0.158116470
Sum of ABS residuals      =  28.1447317    
R squared                 =   0.89437
Durbin-Watson statistic   =   2.37226
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3! *+                                   !!            .0. .            !
 1968.4! *+                                   !!            .0. .            !
 1969.1* +                                    !!            .0. .            !
 1969.2+                                      !!            . 0 .            !
 1969.3*+                                     !!            .0. .            !
 1969.4*+                                     !!            .0. .            !
 1970.1* +                                    !!            .0. .            !
 1970.2* +                                    !!            .0. .            !
 1970.3!*+                                    !!            .0. .            !
 1970.4* +                                    !!            .0. .            !
 1971.1! +                       *            !!            . . .            0
 1971.2!                  *     +             !!          0 . . .            !
 1971.3!              *   +                   !!           0. . .            !
 1971.4!               +*                     !!            . .0.            !
 1972.1!               * +                    !!            .0. .            !
 1972.2!               *+                     !!            .0. .            !
 1972.3!              * +                     !!            .0. .            !
 1972.4!              *+                      !!            .0. .            !
 1973.1!  *          +                        !!       0    . . .            !
 1973.2! *  +                                 !!            0 . .            !
 1973.3!   +    *                             !!            . . .0           !
 1973.4!     * +                              !!            .0. .            !
 1974.1!   +           *                      !!            . . .     0      !
 1974.2!   *       +                          !!         0  . . .            !
 1974.3!   + *                                !!            . .0.            !
 1974.4!     +*                               !!            . 0 .            !
 1975.1!      +                               !!            . 0 .            !
 1975.2!       +                              !!            . 0 .            !
 1975.3!      *+                              !!            .0. .            !
 1975.4!     * +                              !!            .0. .            !
 1976.1!       + *                            !!            . . 0            !
 1976.2!          +  *                        !!            . . 0            !
 1976.3!             + *                      !!            . .0.            !
 1976.4!            *  +                      !!            0 . .            !
 1977.1!            *+                        !!            . 0 .            !
 1977.2!            *+                        !!            .0. .            !
 1977.3!            *+                        !!            .0. .            !
 1977.4!              +*                      !!            . .0.            !
 1978.1!            *   +                     !!           0. . .            !
 1978.2!           * +                        !!            .0. .            !
 1978.3!             +*                       !!            . 0 .            !
 1978.4!               +                      !!            . 0 .            !
 1979.1!             *  +                     !!            0 . .            !
 1979.2!        *    +                        !!          0 . . .            !
 1979.3!          +  *                        !!            . . 0            !
 1979.4!              +   *                   !!            . . 0            !
 1980.1!          *       +                   !!         0  . . .            !
 1980.2!         *  +                         !!            0 . .            !
 1980.3!           +                          !!            . 0 .            !
 1980.4!            +  *                      !!            . . 0            !
 1981.1!        *       +                     !!         0  . . .            !
 1981.2!       * +                            !!            0 . .            !
 1981.3!        +  *                          !!            . . 0            !
 1981.4!             +*                       !!            . .0.            !
 1982.1!              * +                     !!            0 . .            !
 1982.2!           *   +                      !!           0. . .            !
 1982.3!             + *                      !!            . .0.            !
 1982.4!                +                     !!            . 0 .            !
 1983.1!             *   +                    !!            0 . .            !
 1983.2!             *+                       !!            . 0 .            !
 1983.3!              +                       !!            . 0 .            !
 1983.4!               + *                    !!            . . 0            !
 1984.1!                 +                    !!            . 0 .            !
 1984.2!                *+                    !!            .0. .            !
 1984.3!                +  *                  !!            . . 0            !
 1984.4!                    +                 !!            . 0 .            !
 1985.1!                  * +                 !!            0 . .            !
 1985.2!                * +                   !!            .0. .            !
 1985.3!               * +                    !!            .0. .            !
 1985.4!                 +  *                 !!            . . 0            !
 1986.1!                  *  +                !!            0 . .            !
 1986.2!                   *+                 !!            . 0 .            !
 1986.3!                    +                 !!            . 0 .            !
 1986.4!                     +                !!            . 0 .            !
 1987.1!                      +               !!            . 0 .            !
 1987.2!                      * +             !!            .0. .            !
 1987.3!                       +              !!            . 0 .            !
 1987.4!                        +  *          !!            . . 0            !
 1988.1!                      *   +           !!            0 . .            !
 1988.2!                      +*              !!            . .0.            !
 1988.3!                       +              !!            . 0 .            !
 1988.4!                      *+              !!            . 0 .            !
 1989.1!                      +               !!            . 0 .            !
 1989.2!                     +                !!            . 0 .            !
 1989.3!                    +  *              !!            . . 0            !
 1989.4!                       +*             !!            . .0.            !
 1990.1!                       +*             !!            . 0 .            !
 1990.2!                        +             !!            . 0 .            !
 1990.3!                         + *          !!            . .0.            !
 1990.4!                            +         !!            . 0 .            !
 1991.1!                            *+        !!            .0. .            !
 1991.2!                          * +         !!            .0. .            !
 1991.3!                           +*         !!            . .0.            !
 1991.4!                            +*        !!            . 0 .            !
 1992.1!                             + *      !!            . .0.            !
 1992.2!                          *    +      !!           0. . .            !
 1992.3!                           +          !!            . 0 .            !
 1992.4!                            + *       !!            . . 0            !
 1993.1!                            * +       !!            .0. .            !
 1993.2!                         *  +         !!            0 . .            !
 1993.3!                         + *          !!            . .0.            !
 1993.4!                           +*         !!            . .0.            !
 1994.1!                           +          !!            . 0 .            !
 1994.2!                          *+          !!            .0. .            !
 1994.3!                          +*          !!            . .0.            !
 1994.4!                           +*         !!            . .0.            !
 1995.1!                            +         !!            . 0 .            !
 1995.2!                           *+         !!            .0. .            !
 1995.3!                           +*         !!            . .0.            !
 1995.4!                            +         !!            . 0 .            !
 1996.1!                           +          !!            . 0 .            !
 1996.2!                          +           !!            . 0 .            !
 1996.3!                          + *         !!            . .0.            !
 1996.4!                           + *        !!            . .0.            !
 1997.1!                            +*        !!            . .0.            !
 1997.2!                            +         !!            . 0 .            !
 1997.3!                          +  *        !!            . . 0            !
 1997.4!                            +*        !!            . .0.            !
 1998.1!                            + *       !!            . .0.            !
 1998.2!                             + *      !!            . .0.            !
 1998.3!                             +        !!            . 0 .            !
 1998.4!                             + *      !!            . .0.            !
 1999.1!                            *+        !!            .0. .            !
 1999.2!                           +          !!            . 0 .            !
 1999.3!                          + *         !!            . .0.            !
 1999.4!                            +*        !!            . .0.            !
 2000.1!                           *+         !!            .0. .            !
 2000.2!                          + *         !!            . .0.            !
 2000.3!                           + *        !!            . .0.            !
 2000.4!                            +         !!            . 0 .            !
 2001.1!                           +          !!            . 0 .            !
 2001.2!                          *+          !!            . 0 .            !
 2001.3!                          +           !!            . 0 .            !
 2001.4!                         +*           !!            . .0.            !
 2002.1!                         *+           !!            .0. .            !
 2002.2!                        *+            !!            .0. .            !
 2002.3!                        +*            !!            . .0.            !
 2002.4!                          +           !!            . 0 .            !
 2003.1!                         *+           !!            .0. .            !
 2003.2!                         *+           !!            . 0 .            !
 2003.3!                          + *         !!            . .0.            !
 2003.4!                          * +         !!            .0. .            !
 2004.1!                          +  *        !!            . . 0            !
 2004.2!                           * +        !!            .0. .            !
 2004.3!                           +          !!            . 0 .            !
 2004.4!                           *+         !!            .0. .            !
 2005.1!                           +*         !!            . 0 .            !
 2005.2!                         *  +         !!            0 . .            !
 2005.3!                         +            !!            . 0 .            !
 2005.4!                          +           !!            . 0 .            !
 2006.1!                         *+           !!            .0. .            !
 2006.2!                         *+           !!            .0. .            !
 2006.3!                         +       *    !!            . . .  0         !
 2006.4!                            *    +    !!           0. . .            !
 2007.1!                            +*        !!            . .0.            !
 2007.2!                            *+        !!            .0. .            !
 2007.3!                            +*        !!            . .0.            !
 2007.4!                              + *     !!            . . 0            !
 2008.1!                               *+     !!            .0. .            !
 2008.2!                               +*     !!            . .0.            !
 2008.3!                               +      !!            . 0 .            !
 2008.4!                              +  *    !!            . . 0            !
 2009.1!                               +      !!            . 0 .            !
 2009.2!                              +  *    !!            . . 0            !
 2009.3!                                +*    !!            . 0 .            !
 2009.4!                                + *   !!            . . 0            !
 2010.1!                                 +    !!            . 0 .            !
 2010.2!                               +  *   !!            . . 0            !
 2010.3!                                +   * !!            . . 0            !
 2010.4!                                  +   *!            . . .0           !
 2011.1!                                    + !!            . 0 .            !
 2011.2!                                   +  !!            . 0 .            !
 2011.3!                                 +  * !!            . . 0            !
 2011.4!                               *  +   !!            0 . .            !
 2012.1!                             +        !!            . 0 .            !
 2012.2!                           +  *       !!            . . 0            !
 2012.3!                            *+        !!            .0. .            !
 2012.4!                           +          !!            . 0 .            !


     14.04 percent of the residuals exceed 1 SE
      3.93 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHDE=CHPX$Q/DEPMM;                                                     
 GENR LAACHDE=LOG(AACHDE+.00001);                                             
 GENR LACHDE=LOG(ACHDE+.00001);                                               
 LHS AACHDE=EXP(LAACHDE)-.00001;                                              
  EQ  888 LAACHDE C LACHDE(-1) PCHDE;                                         
EQUATION 779  LAACHDE  
   RHS     C  LACHDE(-1)  PCHDE  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  779 PLOT=0;END;                                                     

Equation number =  779
**********************

Dependent variable = LAACHDE 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.483314138

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.067755935       0.171104308   0.39599     1.000000
12746 LACHDE  ( -1)       0.973560392       0.022463828  43.33902    -4.509831
12744 PCHDE   (  0)      -0.143074610       0.194723047  -0.73476     1.121635

SE of equation            =     0.225301826
Sum of squared residuals  =  6.24359227      -0.238875586E-11
Average absolute error    =     0.166895475
Sum of ABS residuals      =  21.0288298    
R squared                 =   0.96491
Durbin-Watson statistic   =   2.65426
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!  +                                   !!          .  0.   .          !
 1981.4*   +                                  !!        0 .   .   .          !
 1982.1*+                                     !!          .  0.   .          !
 1982.2!+                                     !!          .   .0  .          !
 1982.3! +                                    !!          .   .0  .          !
 1982.4! *+                                   !!          .  0.   .          !
 1983.1* +                                    !!          0   .   .          !
 1983.2!+*                                    !!          .   . 0 .          !
 1983.3! +*                                   !!          .   . 0 .          !
 1983.4! *+                                   !!          .  0.   .          !
 1984.1!  +  *                                !!          .   .   . 0        !
 1984.2*     +                                !!   0      .   .   .          !
 1984.3!+  *                                  !!          .   .   . 0        !
 1984.4!  *+                                  !!          .0  .   .          !
 1985.1!  +     *                             !!          .   .   .       0  !
 1985.2!*       +                             !0          .   .   .          !
 1985.3!+    *                                !!          .   .   .    0     !
 1985.4!     *+                               !!          .  0.   .          !
 1986.1!     +   *                            !!          .   .   . 0        !
 1986.2!      *  +                            !!        0 .   .   .          !
 1986.3!     *+                               !!          . 0 .   .          !
 1986.4!     +                                !!          .  0.   .          !
 1987.1!      +                               !!          .   0   .          !
 1987.2!      +*                              !!          .   .0  .          !
 1987.3!        +                             !!          .   . 0 .          !
 1987.4!         + *                          !!          .   .   0          !
 1988.1!        *  +                          !!        0 .   .   .          !
 1988.2!      *  +                            !!         0.   .   .          !
 1988.3!       +*                             !!          .   . 0 .          !
 1988.4!        *+                            !!          . 0 .   .          !
 1989.1!      * +                             !!          0   .   .          !
 1989.2!  *   +                               !!       0  .   .   .          !
 1989.3!   +   *                              !!          .   .   .   0      !
 1989.4!        +                             !!          .   0   .          !
 1990.1!      * +                             !!          0   .   .          !
 1990.2!     * +                              !!          .0  .   .          !
 1990.3!      + *                             !!          .   .   0          !
 1990.4!         +  *                         !!          .   .   . 0        !
 1991.1!       *     +                        !!   0      .   .   .          !
 1991.2!       +*                             !!          .   . 0 .          !
 1991.3!         + *                          !!          .   .  0.          !
 1991.4!          *+                          !!          .0  .   .          !
 1992.1!      *    +                          !!      0   .   .   .          !
 1992.2!       +*                             !!          .   .0  .          !
 1992.3!        +  *                          !!          .   .   0          !
 1992.4!          *+                          !!          .  0.   .          !
 1993.1!          *+                          !!          . 0 .   .          !
 1993.2!          +*                          !!          .   . 0 .          !
 1993.3!            + *                       !!          .   .   .0         !
 1993.4!             * +                      !!          . 0 .   .          !
 1994.1!           *  +                       !!         0.   .   .          !
 1994.2!           +*                         !!          .   . 0 .          !
 1994.3!             +*                       !!          .   . 0 .          !
 1994.4!              + *                     !!          .   .  0.          !
 1995.1!            *   +                     !!      0   .   .   .          !
 1995.2!            + *                       !!          .   . 0 .          !
 1995.3!              +*                      !!          .   . 0 .          !
 1995.4!              * +                     !!          . 0 .   .          !
 1996.1!           *   +                      !!        0 .   .   .          !
 1996.2!           *+                         !!          .  0.   .          !
 1996.3!            + *                       !!          .   .   0          !
 1996.4!               +                      !!          .   0   .          !
 1997.1!             * +                      !!          .0  .   .          !
 1997.2!            *+                        !!          .0  .   .          !
 1997.3!            +    *                    !!          .   .   .   0      !
 1997.4!                *+                    !!          . 0 .   .          !
 1998.1!               *+                     !!          . 0 .   .          !
 1998.2!               + *                    !!          .   . 0 .          !
 1998.3!                 +                    !!          .   .0  .          !
 1998.4!                 *+                   !!          . 0 .   .          !
 1999.1!                *+                    !!          . 0 .   .          !
 1999.2!                +*                    !!          .   .  0.          !
 1999.3!                  + *                 !!          .   .   0          !
 1999.4!                    + *               !!          .   .   .0         !
 2000.1!                    * +               !!          0   .   .          !
 2000.2!                    +*                !!          .   . 0 .          !
 2000.3!                     +                !!          .   0   .          !
 2000.4!                     +*               !!          .   .0  .          !
 2001.1!                    *+                !!          .0  .   .          !
 2001.2!                    +  *              !!          .   .   .  0       !
 2001.3!                       + *            !!          .   .  0.          !
 2001.4!                    *    +            !!     0    .   .   .          !
 2002.1!                    +                 !!          .  0.   .          !
 2002.2!                    +                 !!          .   .0  .          !
 2002.3!                    +    *            !!          .   .   .   0      !
 2002.4!                       * +            !!          .0  .   .          !
 2003.1!                       +*             !!          .   .0  .          !
 2003.2!                        + *           !!          .   .   0          !
 2003.3!                          + *         !!          .   .  0.          !
 2003.4!                            +*        !!          .   . 0 .          !
 2004.1!                           * +        !!          .0  .   .          !
 2004.2!                           +          !!          .  0.   .          !
 2004.3!                           + *        !!          .   .  0.          !
 2004.4!                             +*       !!          .   . 0 .          !
 2005.1!                              +       !!          .   0   .          !
 2005.2!                              +       !!          .   0   .          !
 2005.3!                              +*      !!          .   .0  .          !
 2005.4!                               +      !!          .  0.   .          !
 2006.1!                             * +      !!          .0  .   .          !
 2006.2!                              +       !!          .   .0  .          !
 2006.3!                              +  *    !!          .   .   .  0       !
 2006.4!                                  +   !!          .   .0  .          !
 2007.1!                                 *+   !!          .  0.   .          !
 2007.2!                                 +    !!          .   0   .          !
 2007.3!                                 + *  !!          .   . 0 .          !
 2007.4!                                 * +  !!          . 0 .   .          !
 2008.1!                                 *+   !!          .   0   .          !
 2008.2!                                  +   !!          .   .0  .          !
 2008.3!                                  + * !!          .   .  0.          !
 2008.4!                                    + !!          .   0   .          !
 2009.1!                                   +  !!          . 0 .   .          !
 2009.2!                                  *+  !!          .  0.   .          !
 2009.3!                                  +   !!          .   .0  .          !
 2009.4!                                  +   !!          .   0   .          !
 2010.1!                                  +   !!          .  0.   .          !
 2010.2!                                  +*  !!          .   . 0 .          !
 2010.3!                                   + *!!          .   .   0          !
 2010.4!                                    *+!!          .  0.   .          !
 2011.1!                                  * + !!          .0  .   .          !
 2011.2!                                  + * !!          .   . 0 .          !
 2011.3!                                    + *!          .   .   0          !
 2011.4!                                      +!          .   0   .          !
 2012.1!                                     *+!          . 0 .   .          !
 2012.2!                                    *+!!          .  0.   .          !
 2012.3!                                    + *!          .   .   0          !
 2012.4!                                   *  +!          0   .   .          !


     22.22 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PARDE=ARPX$Q/DEPMM;                                                     
 GENR LAAARDE=LOG(AAARDE+.00001);                                             
 GENR LAARDE=LOG(AARDE+.00001);                                               
 LHS AAARDE=EXP(LAAARDE)-.00001;                                              
  EQ  889 LAAARDE C LAARDE(-1) PARDE;                                         
EQUATION 780  LAAARDE  
   RHS     C  LAARDE(-1)  PARDE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  780 PLOT=0;END;                                                     

Equation number =  780
**********************

Dependent variable = LAAARDE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.418863924

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.251271312       0.316632795  -0.79357     1.000000
12749 LAARDE  ( -1)       0.881176080       0.033650472  26.18614    -6.424686
12747 PARDE   (  0)      -0.425536425       0.249576952  -1.70503     1.189822

SE of equation            =     0.505672216
Sum of squared residuals  =  47.3053122      -0.212105888E-10
Average absolute error    =     0.356543344
Sum of ABS residuals      =  67.0301486    
R squared                 =   0.80722
Durbin-Watson statistic   =   2.68320
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                 * +                  !!           . 0.  .           !
 1966.2!            *    +                    !!           0  .  .           !
 1966.3!         *  +                         !!           .0 .  .           !
 1966.4!        *+                            !!           . 0.  .           !
 1967.1!        +    *                        !!           .  .  0           !
 1967.2!   *         +                        !!        0  .  .  .           !
 1967.3!     +     *                          !!           .  .  .0          !
 1967.4!        *  +                          !!           .0 .  .           !
 1968.1!         +   *                        !!           .  .  0           !
 1968.2!    *        +                        !!        0  .  .  .           !
 1968.3!     + *                              !!           .  .0 .           !
 1968.4!       *+                             !!           . 0.  .           !
 1969.1!      * +                             !!           . 0.  .           !
 1969.2!  *    +                              !!           0  .  .           !
 1969.3!    +*                                !!           .  .0 .           !
 1969.4!       +    *                         !!           .  .  0           !
 1970.1!            +                         !!           .  0  .           !
 1970.2!             +   *                    !!           .  .  0           !
 1970.3!               * +                    !!           . 0.  .           !
 1970.4!          *     +                     !!          0.  .  .           !
 1971.1!     *    +                           !!          0.  .  .           !
 1971.2!     *+                               !!           . 0.  .           !
 1971.3!      + *                             !!           .  .0 .           !
 1971.4!         +   *                        !!           .  . 0.           !
 1972.1!     *        +                       !!        0  .  .  .           !
 1972.2!       +  *                           !!           .  . 0.           !
 1972.3!         * +                          !!           . 0.  .           !
 1972.4!          +   *                       !!           .  . 0.           !
 1973.1!              *+                      !!           . 0.  .           !
 1973.2!        *      +                      !!          0.  .  .           !
 1973.3!          +     *                     !!           .  .  .0          !
 1973.4!               * +                    !!           . 0.  .           !
 1974.1!           *    +                     !!           0  .  .           !
 1974.2!          *  +                        !!           .0 .  .           !
 1974.3!    *       +                         !!         0 .  .  .           !
 1974.4!     *+                               !!           .  0  .           !
 1975.1!        +        *                    !!           .  .  . 0         !
 1975.2*                  +                   !!   0       .  .  .           !
 1975.3!  +       *                           !!           .  .  . 0         !
 1975.4!           +      *                   !!           .  .  .0          !
 1976.1!                   +*                 !!           .  .0 .           !
 1976.2!                    +       *         !!           .  .  . 0         !
 1976.3!                            + *       !!           .  .0 .           !
 1976.4!                             +  *     !!           .  . 0.           !
 1977.1!                                +    *!!           .  .  .0          !
 1977.2!                                *   + !!           0  .  .           !
 1977.3!                               +      !!           .  0  .           !
 1977.4!                              *+      !!           .  0  .           !
 1978.1!                              +  *    !!           .  . 0.           !
 1978.2!                             *  +     !!           .0 .  .           !
 1978.3!                             +        *!           .  .  . 0         !
 1978.4!                                 *   +!!           .0 .  .           !
 1979.1!                              *  +    !!           .0 .  .           !
 1979.2!                              +      *!!           .  .  . 0         !
 1979.3!                                    + *!           .  .0 .           !
 1979.4!                                   * +!!           . 0.  .           !
 1980.1!                               *  +   !!           .0 .  .           !
 1980.2!                               +   *  !!           .  . 0.           !
 1980.3!                                   + *!!           .  .0 .           !
 1980.4!                                *   + !!           .0 .  .           !
 1981.1!                               *+     !!           .  0  .           !
 1981.2!                              +*      !!           .  0  .           !
 1981.3!                              +       !!           .  0  .           !
 1981.4!                             +      * !!           .  .  .0          !
 1982.1!                           *      +   !!          0.  .  .           !
 1982.2!                          +     *     !!           .  .  .0          !
 1982.3!                               +     *!!           .  .  .0          !
 1982.4!                                   +* !!           .  .0 .           !
 1983.1!                                 *+   !!           . 0.  .           !
 1983.2!                               +      !!           .  0  .           !
 1983.3!                           * +        !!           . 0.  .           !
 1983.4!                          +    *      !!           .  .  0           !
 1984.1!                      *      +        !!          0.  .  .           !
 1984.2!                     +         *      !!           .  .  .  0        !
 1984.3!                    *        +        !!         0 .  .  .           !
 1984.4!             *      +                 !!          0.  .  .           !
 1985.1!          *  +                        !!           .0 .  .           !
 1985.2!          +      *                    !!           .  .  .0          !
 1985.3!      *          +                    !!       0   .  .  .           !
 1985.4!        +                *            !!           .  .  .       0   !
 1986.1! *                       +            !0           .  .  .           !
 1986.2!   +                                  !!           .  0  .           !
 1986.3!      +        *                      !!           .  .  .  0        !
 1986.4!     *          +                     !!       0   .  .  .           !
 1987.1!    *  +                              !!           .0 .  .           !
 1987.2!       +   *                          !!           .  .  0           !
 1987.3!             +*                       !!           .  .0 .           !
 1987.4!              * +                     !!           .0 .  .           !
 1988.1!       *       +                      !!         0 .  .  .           !
 1988.2!      *  +                            !!           .0 .  .           !
 1988.3!         +*                           !!           .  .0 .           !
 1988.4!         *  +                         !!           .0 .  .           !
 1989.1*          +                           !!       0   .  .  .           !
 1989.2!  +  *                                !!           .  . 0.           !
 1989.3!       +  *                           !!           .  . 0.           !
 1989.4!      *     +                         !!          0.  .  .           !
 1990.1!      * +                             !!           . 0.  .           !
 1990.2!         +*                           !!           .  .0 .           !
 1990.3!          *  +                        !!           . 0.  .           !
 1990.4!             +                        !!           .  0  .           !
 1991.1!        *      +                      !!         0 .  .  .           !
 1991.2!          + *                         !!           .  .0 .           !
 1991.3!           *  +                       !!           .0 .  .           !
 1991.4!             +                        !!           .  0  .           !
 1992.1!               + *                    !!           .  .0 .           !
 1992.2!                 * +                  !!           . 0.  .           !
 1992.3!                   +*                 !!           .  0  .           !
 1992.4!                   * +                !!           . 0.  .           !
 1993.1!                    +        *        !!           .  .  . 0         !
 1993.2!                             +*       !!           .  .0 .           !
 1993.3!                              +       !!           .  0  .           !
 1993.4!                             *+       !!           .  0  .           !
 1994.1!                             +   *    !!           .  .  0           !
 1994.2!                                +*    !!           .  .0 .           !
 1994.3!                                +     !!           .  0  .           !
 1994.4!                               *+     !!           . 0.  .           !
 1995.1!                              +  *    !!           .  . 0.           !
 1995.2!                         *       +    !!         0 .  .  .           !
 1995.3!                         +*           !!           .  .0 .           !
 1995.4!                           +   *      !!           .  . 0.           !
 1996.1!                              +*      !!           .  0  .           !
 1996.2!                              +   *   !!           .  . 0.           !
 1996.3!                                *+    !!           .  0  .           !
 1996.4!                               + *    !!           .  .0 .           !
 1997.1!                      *         +     !!        0  .  .  .           !
 1997.2!                      +     *         !!           .  .  .0          !
 1997.3!                            +*        !!           .  .0 .           !
 1997.4!                             +*       !!           .  .0 .           !
 1998.1!                          *  +        !!           .0 .  .           !
 1998.2!                          +           !!           .  0  .           !
 1998.3!                          +     *     !!           .  .  .0          !
 1998.4!                                + *   !!           .  .0 .           !
 1999.1!                                 *+   !!           .  0  .           !
 1999.2!                               * +    !!           . 0.  .           !
 1999.3!                               +      !!           .  0  .           !
 1999.4!                               +  *   !!           .  . 0.           !
 2000.1!                                *+    !!           . 0.  .           !
 2000.2!                               +  *   !!           .  . 0.           !
 2000.3!                                 +    !!           .  0  .           !
 2000.4!                                +*    !!           .  .0 .           !
 2001.1!                                +     !!           .  0  .           !
 2001.2!                               +   *  !!           .  . 0.           !
 2001.3!                                  +*  !!           .  0  .           !
 2001.4!                                 +*   !!           .  0  .           !
 2002.1!                                 +    !!           .  0  .           !
 2002.2!                                + *   !!           .  .0 .           !
 2002.3!                                 +    !!           .  0  .           !
 2002.4!                                +*    !!           .  0  .           !
 2003.1!                                +*    !!           .  .0 .           !
 2003.2!                                 +  * !!           .  . 0.           !
 2003.3!                                  *+  !!           .  0  .           !
 2003.4!                                  +   !!           .  0  .           !
 2004.1!                                *+    !!           .  0  .           !
 2004.2!                                + *   !!           .  . 0.           !
 2004.3!                                  +   !!           .  0  .           !
 2004.4!                                  +   !!           .  0  .           !
 2005.1!                                 *+   !!           .  0  .           !
 2005.2!                                 +*   !!           .  0  .           !
 2005.3!                              *  +    !!           .0 .  .           !
 2005.4!                              +  *    !!           .  . 0.           !
 2006.1!                               * +    !!           . 0.  .           !
 2006.2!                               +*     !!           .  .0 .           !
 2006.3!                              * +     !!           . 0.  .           !
 2006.4!                             *+       !!           .  0  .           !
 2007.1!                             +   *    !!           .  . 0.           !
 2007.2!                                +*    !!           .  .0 .           !
 2007.3!                            *    +    !!           0  .  .           !
 2007.4!                           +    *     !!           .  .  0           !
 2008.1!                             * +      !!           . 0.  .           !
 2008.2!                           +    *     !!           .  .  0           !
 2008.3!                             +        !!           .  0  .           !
 2008.4!                          +    *      !!           .  .  0           !
 2009.1!                             +   *    !!           .  . 0.           !
 2009.2!                               +   *  !!           .  .  0           !
 2009.3!                              *  +    !!           . 0.  .           !
 2009.4!                             + *      !!           .  . 0.           !
 2010.1!                              +*      !!           .  0  .           !
 2010.2!                              + *     !!           .  . 0.           !
 2010.3!                              *+      !!           . 0.  .           !
 2010.4!                             + *      !!           .  .0 .           !
 2011.1!                              +*      !!           .  0  .           !
 2011.2!                             +*       !!           .  0  .           !
 2011.3!                             +   *    !!           .  .  0           !
 2011.4!                               *+     !!           .  0  .           !
 2012.1!                         *    +       !!           0  .  .           !
 2012.2!                        +     *       !!           .  .  0           !
 2012.3!                            +       * !!           .  .  . 0         !
 2012.4!                              *   +   !!           .0 .  .           !


     23.94 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
@@EQ  890 LAABRDE C LABRDE(-1) PBRDE;SMPL 1996.2 2012.4;OLS;EST  890 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCEDE=CEPX$Q/DEPMM;                                                     
 GENR LAACEDE=LOG(AACEDE+.00001);                                             
 GENR LACEDE=LOG(ACEDE+.00001);                                               
 LHS AACEDE=EXP(LAACEDE)-.00001;                                              
  EQ  891 LAACEDE C LACEDE(-1) PCEDE;                                         
EQUATION 781  LAACEDE  
   RHS     C  LACEDE(-1)  PCEDE  
 SMPL 1988.2 2012.4;                                                          
Sample period is now  1988.2 to  2012.4 Internally:   146 to   244
 OLS;EST  781 PLOT=0;END;                                                     

Equation number =  781
**********************

Dependent variable = LAACEDE 

 1988.2 -   2012.4,    0 missing obs.,   99 obs. used.

Mean of dependent variable       -7.104764631

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.365193550       0.383132128  -0.95318     1.000000
12752 LACEDE  ( -1)       0.893808019       0.037277630  23.97706    -7.131298
12750 PCEDE   (  0)      -0.340461463       0.328089019  -1.03771     1.073718

SE of equation            =     0.296468021
Sum of squared residuals  =  8.43775562       0.202504680E-12
Average absolute error    =     0.204569460
Sum of ABS residuals      =  20.2523765    
R squared                 =   0.86813
Durbin-Watson statistic   =   2.33707
SMPL and No. Obs.         = 1988.2   2012.4     99

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.2!      *+                              !!         .    0    .         !
 1988.3! *      +                             !!    0    .    .    .         !
 1988.4*    +                                 !!       0 .    .    .         !
 1989.1!  +    *                              !!         .    .    . 0       !
 1989.2!         +                            !!         .    0    .         !
 1989.3!       *   +                          !!         0    .    .         !
 1989.4!   *     +                            !!      0  .    .    .         !
 1990.1!      +        *                      !!         .    .    .       0 !
 1990.2!                 +                    !!         .    0    .         !
 1990.3!       *          +                   !0         .    .    .         !
 1990.4!          +  *                        !!         .    .   0.         !
 1991.1!                +        *            !!         .    .    .       0 !
 1991.2!                      *  +            !!         .0   .    .         !
 1991.3!             *         +              !!0        .    .    .         !
 1991.4!             * +                      !!         .  0 .    .         !
 1992.1!             * +                      !!         . 0  .    .         !
 1992.2!               + *                    !!         .    . 0  .         !
 1992.3!          *       +                   !!   0     .    .    .         !
 1992.4!            +         *               !!         .    .    .        0!
 1993.1!                       +*             !!         .    .0   .         !
 1993.2!                      * +             !!         . 0  .    .         !
 1993.3!                      +*              !!         .    .0   .         !
 1993.4!                      * +             !!         .  0 .    .         !
 1994.1!                       +              !!         .    0    .         !
 1994.2!                       *+             !!         .    0    .         !
 1994.3!                        +*            !!         .    .0   .         !
 1994.4!                       * +            !!         .  0 .    .         !
 1995.1!                        +             !!         .   0.    .         !
 1995.2!                        +  *          !!         .    .  0 .         !
 1995.3!                         * +          !!         . 0  .    .         !
 1995.4!                         +*           !!         .    0    .         !
 1996.1!                       *  +           !!         .0   .    .         !
 1996.2!                        + *           !!         .    . 0  .         !
 1996.3!                          + *         !!         .    .  0 .         !
 1996.4!                          * +         !!         .0   .    .         !
 1997.1!                          + *         !!         .    . 0  .         !
 1997.2!                            +*        !!         .    .0   .         !
 1997.3!                            + *       !!         .    . 0  .         !
 1997.4!                              +       !!         .    0    .         !
 1998.1!                            * +       !!         .  0 .    .         !
 1998.2!                           *+         !!         .    0    .         !
 1998.3!                           + *        !!         .    .  0 .         !
 1998.4!                             +        !!         .   0.    .         !
 1999.1!                            *+        !!         .   0.    .         !
 1999.2!                            +  *      !!         .    .   0.         !
 1999.3!                              +       !!         .    0    .         !
 1999.4!                            * +       !!         .  0 .    .         !
 2000.1!                            +*        !!         .    .0   .         !
 2000.2!                            +   *     !!         .    .   0.         !
 2000.3!                             * +      !!         .  0 .    .         !
 2000.4!                            *+        !!         .   0.    .         !
 2001.1!                           +  *       !!         .    .   0.         !
 2001.2!                             + *      !!         .    . 0  .         !
 2001.3!                              +*      !!         .    . 0  .         !
 2001.4!                              + *     !!         .    . 0  .         !
 2002.1!                           *   +      !!         0    .    .         !
 2002.2!                           +    *     !!         .    .    . 0       !
 2002.3!                               +  *   !!         .    .  0 .         !
 2002.4!                              *  +    !!         .0   .    .         !
 2003.1!                              +*      !!         .    . 0  .         !
 2003.2!                               +   *  !!         .    .    .0        !
 2003.3!                                  +   !!         .    0    .         !
 2003.4!                                * +   !!         . 0  .    .         !
 2004.1!                              * +     !!         .  0 .    .         !
 2004.2!                              + *     !!         .    .  0 .         !
 2004.3!                                + *   !!         .    .  0 .         !
 2004.4!                                  +*  !!         .    .0   .         !
 2005.1!                                   +  !!         .    .0   .         !
 2005.2!                                   + *!!         .    .   0.         !
 2005.3!                                   * +!!         .  0 .    .         !
 2005.4!                                  *+  !!         .   0.    .         !
 2006.1!                                 *+   !!         .   0.    .         !
 2006.2!                                 +    !!         .    0    .         !
 2006.3!                                *+    !!         .   0.    .         !
 2006.4!                                 +  * !!         .    .    0         !
 2007.1!                                   *+ !!         .  0 .    .         !
 2007.2!                                  +*  !!         .    .0   .         !
 2007.3!                                   +  !!         .    0    .         !
 2007.4!                                  *+  !!         .  0 .    .         !
 2008.1!                                  +*  !!         .    .0   .         !
 2008.2!                                   +  *!         .    .   0.         !
 2008.3!                                   *  +!         .0   .    .         !
 2008.4!                                   +  *!         .    .   0.         !
 2009.1!                                  *  +!!         .0   .    .         !
 2009.2!                                  +  *!!         .    .   0.         !
 2009.3!                                     +!!         .    0    .         !
 2009.4!                                 *  + !!         0    .    .         !
 2010.1!                                 + *  !!         .    .  0 .         !
 2010.2!                                  + * !!         .    . 0  .         !
 2010.3!                                   +  !!         .    0    .         !
 2010.4!                                *  +  !!         .0   .    .         !
 2011.1!                                + *   !!         .    .  0 .         !
 2011.2!                                  + * !!         .    . 0  .         !
 2011.3!                                  * + !!         .  0 .    .         !
 2011.4!                                * +   !!         . 0  .    .         !
 2012.1!                                +     !!         .    0    .         !
 2012.2!                                +   * !!         .    .    0         !
 2012.3!                                   +* !!         .    .0   .         !
 2012.4!                                  *+  !!         . 0  .    .         !


     17.17 percent of the residuals exceed 1 SE
      7.07 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMEDE=MEPX$Q/DEPMM;                                                     
 GENR LAAMEDE=LOG(AAMEDE+.00001);                                             
 GENR LAMEDE=LOG(AMEDE+.00001);                                               
 LHS AAMEDE=EXP(LAAMEDE)-.00001;                                              
  EQ  892 LAAMEDE C LAMEDE(-1) PMEDE;                                         
EQUATION 782  LAAMEDE  
   RHS     C  LAMEDE(-1)  PMEDE  
 SMPL 1979.1 2012.4;                                                          
Sample period is now  1979.1 to  2012.4 Internally:   109 to   244
 OLS;EST  782 PLOT=0;END;                                                     

Equation number =  782
**********************

Dependent variable = LAAMEDE 

 1979.1 -   2012.4,    0 missing obs.,  136 obs. used.

Mean of dependent variable       -7.497946965

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.012643821       0.416156419  -2.43333     1.000000
12755 LAMEDE  ( -1)       0.769693866       0.055899289  13.76930    -7.512047
12753 PMEDE   (  0)      -0.629661212       0.322532701  -1.95224     1.116993

SE of equation            =     0.451876571
Sum of squared residuals  =  27.1575940       0.220099494E-10
Average absolute error    =     0.322541549
Sum of ABS residuals      =  43.8656507    
R squared                 =   0.67058
Durbin-Watson statistic   =   2.36164
SMPL and No. Obs.         = 1979.1   2012.4    136

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.1!              +      *                !!          .   .   .0         !
 1979.2!                    *+                !!          .  0.   .          !
 1979.3!                    *+                !!          .  0.   .          !
 1979.4!                    *+                !!          .  0.   .          !
 1980.1!     *               +                !!  0       .   .   .          !
 1980.2! *       +                            !!        0 .   .   .          !
 1980.3!     *+                               !!          .  0.   .          !
 1980.4!     *   +                            !!          .0  .   .          !
 1981.1!*        +                            !!       0  .   .   .          !
 1981.2!    +                   *             !!          .   .   .          0
 1981.3!  *                   +               !0          .   .   .          !
 1981.4!    *+                                !!          .  0.   .          !
 1982.1*       +                              !!        0 .   .   .          !
 1982.2*   +                                  !!          .0  .   .          !
 1982.3!   +  *                               !!          .   . 0 .          !
 1982.4!    *  +                              !!          .0  .   .          !
 1983.1!   *  +                               !!          . 0 .   .          !
 1983.2!      +                 *             !!          .   .   .         0!
 1983.3!             *       +                !!        0 .   .   .          !
 1983.4!             +     *                  !!          .   .   0          !
 1984.1!      *          +                    !!     0    .   .   .          !
 1984.2!       +*                             !!          .   .0  .          !
 1984.3!        +    *                        !!          .   .   0          !
 1984.4!            +  *                      !!          .   . 0 .          !
 1985.1!      *      +                        !!         0.   .   .          !
 1985.2!       +*                             !!          .   .0  .          !
 1985.3!         +        *                   !!          .   .   . 0        !
 1985.4!          *      +                    !!         0.   .   .          !
 1986.1!      *    +                          !!          0   .   .          !
 1986.2!        +*                            !!          .   .0  .          !
 1986.3!           +      *                   !!          .   .   .0         !
 1986.4!        *         +                   !!       0  .   .   .          !
 1987.1!          *+                          !!          .  0.   .          !
 1987.2!            +                         !!          .  0.   .          !
 1987.3!              +    *                  !!          .   .   0          !
 1987.4!                *   +                 !!          .0  .   .          !
 1988.1!           *     +                    !!          0   .   .          !
 1988.2!             *+                       !!          .   0   .          !
 1988.3!         *    +                       !!          0   .   .          !
 1988.4!           +  *                       !!          .   . 0 .          !
 1989.1!           *   +                      !!          .0  .   .          !
 1989.2!          *  +                        !!          . 0 .   .          !
 1989.3!            +                         !!          .   0   .          !
 1989.4!            * +                       !!          .  0.   .          !
 1990.1!              + *                     !!          .   .0  .          !
 1990.2!               * +                    !!          . 0 .   .          !
 1990.3!                *+                    !!          .  0.   .          !
 1990.4!                  + *                 !!          .   . 0 .          !
 1991.1!                    * +               !!          .  0.   .          !
 1991.2!              *      +                !!         0.   .   .          !
 1991.3!                + *                   !!          .   . 0 .          !
 1991.4!                   +      *           !!          .   .   .0         !
 1992.1!                  *      +            !!         0.   .   .          !
 1992.2!                   +   *              !!          .   .  0.          !
 1992.3!                        +   *         !!          .   .  0.          !
 1992.4!                     *     +          !!         0.   .   .          !
 1993.1!               *     +                !!          0   .   .          !
 1993.2!                 +      *             !!          .   .   .0         !
 1993.3!                       + *            !!          .   .0  .          !
 1993.4!                   *    +             !!          .0  .   .          !
 1994.1!                *  +                  !!          .0  .   .          !
 1994.2!                 +   *                !!          .   .  0.          !
 1994.3!                     +    *           !!          .   .   0          !
 1994.4!                     *   +            !!          0   .   .          !
 1995.1!       *             +                !!   0      .   .   .          !
 1995.2!     *     +                          !!         0.   .   .          !
 1995.3!        *+                            !!          .  0.   .          !
 1995.4!           *+                         !!          .   0   .          !
 1996.1!         *    +                       !!          .0  .   .          !
 1996.2!            + *                       !!          .   .0  .          !
 1996.3!                + *                   !!          .   . 0 .          !
 1996.4!                   +     *            !!          .   .   0          !
 1997.1!                       *+             !!          .  0.   .          !
 1997.2!                      +*              !!          .   .0  .          !
 1997.3!                      +               !!          .   0   .          !
 1997.4!                      +*              !!          .   .0  .          !
 1998.1!                      + *             !!          .   .0  .          !
 1998.2!                       + *            !!          .   . 0 .          !
 1998.3!                        +             !!          .   0   .          !
 1998.4!                       + *            !!          .   .0  .          !
 1999.1!                        + *           !!          .   . 0 .          !
 1999.2!                        +   *         !!          .   . 0 .          !
 1999.3!                          + *         !!          .   . 0 .          !
 1999.4!                          +  *        !!          .   . 0 .          !
 2000.1!                         * +          !!          .  0.   .          !
 2000.2!                       +  *           !!          .   . 0 .          !
 2000.3!                        + *           !!          .   . 0 .          !
 2000.4!                        +  *          !!          .   . 0 .          !
 2001.1!                        + *           !!          .   .0  .          !
 2001.2!                       +  *           !!          .   . 0 .          !
 2001.3!                        + *           !!          .   .0  .          !
 2001.4!                       +  *           !!          .   . 0 .          !
 2002.1!                       *+             !!          .  0.   .          !
 2002.2!                     + *              !!          .   .0  .          !
 2002.3!                      +*              !!          .   .0  .          !
 2002.4!                      + *             !!          .   .0  .          !
 2003.1!                       +*             !!          .   .0  .          !
 2003.2!                        +*            !!          .   .0  .          !
 2003.3!                        +*            !!          .   .0  .          !
 2003.4!                        +*            !!          .   .0  .          !
 2004.1!                        *+            !!          .  0.   .          !
 2004.2!                        +*            !!          .   .0  .          !
 2004.3!                         +            !!          .   0   .          !
 2004.4!                         +            !!          .   0   .          !
 2005.1!                         +  *         !!          .   . 0 .          !
 2005.2!                           +*         !!          .   .0  .          !
 2005.3!                           +          !!          .   0   .          !
 2005.4!                          + *         !!          .   . 0 .          !
 2006.1!                           +   *      !!          .   .  0.          !
 2006.2!                            *+        !!          .  0.   .          !
 2006.3!                           +  *       !!          .   . 0 .          !
 2006.4!                             + *      !!          .   . 0 .          !
 2007.1!                              +*      !!          .   .0  .          !
 2007.2!                              + *     !!          .   . 0 .          !
 2007.3!                               +  *   !!          .   . 0 .          !
 2007.4!                                +     !!          .   0   .          !
 2008.1!                            *  +      !!          .0  .   .          !
 2008.2!                            +         !!          .   0   .          !
 2008.3!                         *  +         !!          . 0 .   .          !
 2008.4!                         +      *     !!          .   .   .0         !
 2009.1!                     *        +       !!       0  .   .   .          !
 2009.2!                      +     *         !!          .   .   .0         !
 2009.3!                         *  +         !!          . 0 .   .          !
 2009.4!                         +   *        !!          .   .  0.          !
 2010.1!                            +      *  !!          .   .   .0         !
 2010.2!                                +   * !!          .   .  0.          !
 2010.3!                             *    +   !!          .0  .   .          !
 2010.4!                           *+         !!          .  0.   .          !
 2011.1!                          +    *      !!          .   .  0.          !
 2011.2!                         *   +        !!          .0  .   .          !
 2011.3!                         +       *    !!          .   .   .0         !
 2011.4!                               +*     !!          .   .0  .          !
 2012.1!                               +      *!          .   .   . 0        !
 2012.2!                                   +* !!          .   .0  .          !
 2012.3!                                 +   *!!          .   . 0 .          !
 2012.4!                                  +*  !!          .   .0  .          !


     25.00 percent of the residuals exceed 1 SE
      4.41 percent of the residuals exceed 2 SE
@@EQ  893 LAAPEDE C LAPEDE(-1) PPEDE;SMPL 1994.2 2012.4;OLS;EST  893 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTUDE=TUPX$/DEPMM;                                                      
 GENR LAATUDE=LOG(AATUDE+.00001);                                             
 GENR LATUDE=LOG(ATUDE+.00001);                                               
 LHS AATUDE=EXP(LAATUDE)-.00001;                                              
  EQ  894 LAATUDE C LATUDE(-1) PTUDE;                                         
EQUATION 783  LAATUDE  
   RHS     C  LATUDE(-1)  PTUDE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  783 PLOT=0;END;                                                     

Equation number =  783
**********************

Dependent variable = LAATUDE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.985115899

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.102916729       0.171264896  -0.60092     1.000000
12758 LATUDE  ( -1)       0.955623323       0.023760245  40.21942    -5.993952
12756 PTUDE   (  0)      -0.132467109       0.154100600  -0.85961     1.164355

SE of equation            =     0.291436068
Sum of squared residuals  =  15.7129717       0.303934655E-11
Average absolute error    =     0.214023238
Sum of ABS residuals      =  40.2363688    
R squared                 =   0.91895
Durbin-Watson statistic   =   2.66695
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                    *+                !!          .  0.   .          !
 1966.2!                   *+                 !!          . 0 .   .          !
 1966.3!                  +    *              !!          .   .   . 0        !
 1966.4!                      + *             !!          .   . 0 .          !
 1967.1!                       +              !!          .  0.   .          !
 1967.2!                 *    +               !!       0  .   .   .          !
 1967.3!                 +     *              !!          .   .   .   0      !
 1967.4!                      +*              !!          .   .0  .          !
 1968.1!                      +*              !!          .   0   .          !
 1968.2!                  *   +               !!        0 .   .   .          !
 1968.3!                * +                   !!          .0  .   .          !
 1968.4!                + *                   !!          .   .  0.          !
 1969.1!                * +                   !!          . 0 .   .          !
 1969.2!                + *                   !!          .   . 0 .          !
 1969.3!              *   +                   !!         0.   .   .          !
 1969.4!              + *                     !!          .   .  0.          !
 1970.1!                +                     !!          .   0   .          !
 1970.2!                +*                    !!          .   .0  .          !
 1970.3!                 +  *                 !!          .   .   0          !
 1970.4!                    + *               !!          .   . 0 .          !
 1971.1!                   * +                !!          .0  .   .          !
 1971.2!                  *+                  !!          . 0 .   .          !
 1971.3!               *  +                   !!          0   .   .          !
 1971.4!               +     *                !!          .   .   .    0     !
 1972.1!                    *+                !!          .  0.   .          !
 1972.2!                    + *               !!          .   . 0 .          !
 1972.3!                    * +               !!          .0  .   .          !
 1972.4!                 *  +                 !!          0   .   .          !
 1973.1!                 +    *               !!          .   .   . 0        !
 1973.2!                      +               !!          .   0   .          !
 1973.3!                      +               !!          .   0   .          !
 1973.4!           *          +               !0          .   .   .          !
 1974.1!           +   *                      !!          .   .   .0         !
 1974.2!               +   *                  !!          .   .   . 0        !
 1974.3!                 * +                  !!          .0  .   .          !
 1974.4!               * +                    !!          0   .   .          !
 1975.1!             * +                      !!          . 0 .   .          !
 1975.2!          *   +                       !!        0 .   .   .          !
 1975.3!          +      *                    !!          .   .   .    0     !
 1975.4!                 + *                  !!          .   .  0.          !
 1976.1!             *     +                  !!      0   .   .   .          !
 1976.2!             +  *                     !!          .   .   0          !
 1976.3!          *     +                     !!     0    .   .   .          !
 1976.4!           + *                        !!          .   .  0.          !
 1977.1!             +*                       !!          .   0   .          !
 1977.2!       *      +                       !!     0    .   .   .          !
 1977.3!     *  +                             !!          0   .   .          !
 1977.4!      +      *                        !!          .   .   .    0     !
 1978.1!        *     +                       !!      0   .   .   .          !
 1978.2!       * +                            !!          . 0 .   .          !
 1978.3!      * +                             !!          .0  .   .          !
 1978.4!       +    *                         !!          .   .   .  0       !
 1979.1!     *       +                        !!    0     .   .   .          !
 1979.2!     *+                               !!          .  0.   .          !
 1979.3!      + *                             !!          .   .  0.          !
 1979.4!   *     +                            !!     0    .   .   .          !
 1980.1!    + *                               !!          .   .  0.          !
 1980.2!      *+                              !!          . 0 .   .          !
 1980.3!       +                              !!          .   .0  .          !
 1980.4!      * +                             !!          . 0 .   .          !
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 1981.3*      +                               !!    0     .   .   .          !
 1981.4!+   *                                 !!          .   .   . 0        !
 1982.1!     + *                              !!          .   .  0.          !
 1982.2!        + *                           !!          .   .  0.          !
 1982.3!        * +                           !!          .0  .   .          !
 1982.4!      * +                             !!          0   .   .          !
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 1983.3!        +  *                          !!          .   .   0          !
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 1984.2!          +   *                       !!          .   .   . 0        !
 1984.3!              +*                      !!          .   .0  .          !
 1984.4!           *   +                      !!         0.   .   .          !
 1985.1!         * +                          !!          . 0 .   .          !
 1985.2!          +  *                        !!          .   .   0          !
 1985.3!             + *                      !!          .   .  0.          !
 1985.4!                + *                   !!          .   .  0.          !
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 1986.2!            +   *                     !!          .   .   .0         !
 1986.3!            *   +                     !!         0.   .   .          !
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 1987.1!                 +*                   !!          .   .0  .          !
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 1988.1!                 *   +                !!         0.   .   .          !
 1988.2!                  +  *                !!          .   .   0          !
 1988.3!                     +                !!          .   0   .          !
 1988.4!                     +                !!          .   .0  .          !
 1989.1!                      +               !!          .   .0  .          !
 1989.2!                     *+               !!          .  0.   .          !
 1989.3!                     + *              !!          .   . 0 .          !
 1989.4!                       +*             !!          .   .0  .          !
 1990.1!                     *  +             !!          0   .   .          !
 1990.2!                     +*               !!          .   .0  .          !
 1990.3!                      +*              !!          .   0   .          !
 1990.4!                       +  *           !!          .   .   0          !
 1991.1!                       *  +           !!          0   .   .          !
 1991.2!                       +*             !!          .   .0  .          !
 1991.3!                     *  +             !!          0   .   .          !
 1991.4!                     + *              !!          .   .  0.          !
 1992.1!                       +              !!          .  0.   .          !
 1992.2!                       +              !!          .   0   .          !
 1992.3!                       +*             !!          .   .0  .          !
 1992.4!                       *+             !!          .  0.   .          !
 1993.1!                       + *            !!          .   .  0.          !
 1993.2!                       * +            !!          .0  .   .          !
 1993.3!                       +              !!          .   0   .          !
 1993.4!                    *  +              !!          0   .   .          !
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 1994.4!                       +              !!          .   0   .          !
 1995.1!                       +              !!          .   .0  .          !
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 1995.3!                        +*            !!          .   . 0 .          !
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 1998.1!                          +           !!          .  0.   .          !
 1998.2!                          +           !!          .   .0  .          !
 1998.3!                          +*          !!          .   .0  .          !
 1998.4!                           +*         !!          .   .0  .          !
 1999.1!                           *+         !!          .  0.   .          !
 1999.2!                          *+          !!          .  0.   .          !
 1999.3!                          +           !!          .   .0  .          !
 1999.4!                          +*          !!          .   .0  .          !
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 2000.3!                           +          !!          .   .0  .          !
 2000.4!                           +*         !!          .   .0  .          !
 2001.1!                            +         !!          .   0   .          !
 2001.2!                            +         !!          .   .0  .          !
 2001.3!                            +         !!          .   0   .          !
 2001.4!                           +   *      !!          .   .   . 0        !
 2002.1!                               +      !!          .   0   .          !
 2002.2!                              +*      !!          .   .0  .          !
 2002.3!                              +*      !!          .   .0  .          !
 2002.4!                               +*     !!          .   . 0 .          !
 2003.1!                               *+     !!          .  0.   .          !
 2003.2!                               +  *   !!          .   .   0          !
 2003.3!                                *+    !!          . 0 .   .          !
 2003.4!                                + *   !!          .   .  0.          !
 2004.1!                                  +   !!          .   .0  .          !
 2004.2!                                  +*  !!          .   .0  .          !
 2004.3!                                  +   !!          .   0   .          !
 2004.4!                                  +  *!!          .   .  0.          !
 2005.1!                                   *+ !!          .  0.   .          !
 2005.2!                                   +  !!          .   0   .          !
 2005.3!                                  +*  !!          .   0   .          !
 2005.4!                                  + * !!          .   . 0 .          !
 2006.1!                                  *+  !!          . 0 .   .          !
 2006.2!                                  +*  !!          .   . 0 .          !
 2006.3!                                  *+  !!          .   0   .          !
 2006.4!                                  + * !!          .   .  0.          !
 2007.1!                                   *+ !!          .  0.   .          !
 2007.2!                                   +* !!          .   .0  .          !
 2007.3!                                    + !!          .   0   .          !
 2007.4!                                   +  *!          .   .   0          !
 2008.1!                                     *+!          .  0.   .          !
 2008.2!                                  *  +!!          0   .   .          !
 2008.3!                                  +*  !!          .   . 0 .          !
 2008.4!                                  *+  !!          .  0.   .          !
 2009.1!                                 *+   !!          . 0 .   .          !
 2009.2!                                + *   !!          .   . 0 .          !
 2009.3!                                  +   !!          .   0   .          !
 2009.4!                                 +  * !!          .   .  0.          !
 2010.1!                                  *+  !!          . 0 .   .          !
 2010.2!                                  +   !!          .   0   .          !
 2010.3!                                  +   !!          .   0   .          !
 2010.4!                                 +  * !!          .   .  0.          !
 2011.1!                                   +  !!          .  0.   .          !
 2011.2!                                  +*  !!          .   .0  .          !
 2011.3!                                  *+  !!          .  0.   .          !
 2011.4!                                  +*  !!          .   .0  .          !
 2012.1!                                  +*  !!          .   .0  .          !
 2012.2!                                  + * !!          .   . 0 .          !
 2012.3!                                   +  !!          .  0.   .          !
 2012.4!                                  +  *!!          .   .  0.          !


     23.40 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
@@EQ  895 LAAPDDE C LAPDDE(-1) PPDDE;SMPL 1994.2 2012.4;OLS;EST  895 PLOT=0;EN
@@EQ  896 LAARUDE C LARUDE(-1) PRUDE;SMPL 1992.3 2012.4;OLS;EST  896 PLOT=0;EN
@@EQ  897 LAAUEDE C LAUEDE(-1) PUEDE;SMPL 1995.3 2012.4;OLS;EST  897 PLOT=0;EN
@@EQ  898 LAAEGDE C LAEGDE(-1) PEGDE;SMPL 1997.2 2012.4;OLS;EST  898 PLOT=0;EN
@EQ   899 LAAISDE C LAISDE(-1) PISDE;SMPL 1966.1 2012.4;OLS;EST  899 PLOT=0;EN
@@EQ  900 LAAKEDE C LAKEDE(-1) PKEDE;SMPL 1997.2 2012.4;OLS;EST  900 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBADE=BAPX$/DEPMM;                                                      
 GENR LAABADE=LOG(AABADE+.00001);                                             
 GENR LABADE=LOG(ABADE+.00001);                                               
 LHS AABADE=EXP(LAABADE)-.00001;                                              
  EQ  901 LAABADE C LABADE(-1) PBADE;                                         
EQUATION 784  LAABADE  
   RHS     C  LABADE(-1)  PBADE  
 SMPL 1986.4 2012.4;                                                          
Sample period is now  1986.4 to  2012.4 Internally:   140 to   244
 OLS;EST  784 PLOT=0;END;                                                     

Equation number =  784
**********************

Dependent variable = LAABADE 

 1986.4 -   2012.4,    0 missing obs.,  105 obs. used.

Mean of dependent variable       -7.218152637

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.211494780       0.291592619  -0.72531     1.000000
12761 LABADE  ( -1)       0.921694457       0.030680233  30.04196    -7.269150
12759 PBADE   (  0)      -0.265754088       0.314367920  -0.84536     1.154158

SE of equation            =     0.307210876
Sum of squared residuals  =  9.62660929      -0.799182942E-11
Average absolute error    =     0.223707951
Sum of ABS residuals      =  23.4893349    
R squared                 =   0.93477
Durbin-Watson statistic   =   3.11050
SMPL and No. Obs.         = 1986.4   2012.4    105

Plot of actual(*) and fitted(+) values and residuals(0)


 1986.4!+*                                    !!          .   .0  .          !
 1987.1*   +                                  !!       0  .   .   .          !
 1987.2! + *                                  !!          .   .  0.          !
 1987.3!  * +                                 !!          0   .   .          !
 1987.4!    +   *                             !!          .   .   .   0      !
 1988.1! *       +                            !0          .   .   .          !
 1988.2!   +    *                             !!          .   .   .    0     !
 1988.3!        *+                            !!          . 0 .   .          !
 1988.4!         +                            !!          .   0   .          !
 1989.1!      *   +                           !!      0   .   .   .          !
 1989.2!       +  *                           !!          .   .   . 0        !
 1989.3!           +   *                      !!          .   .   .  0       !
 1989.4!               *+                     !!          . 0 .   .          !
 1990.1!               *+                     !!          .   0   .          !
 1990.2!                +                     !!          . 0 .   .          !
 1990.3!              * +                     !!          0   .   .          !
 1990.4!               +*                     !!          .   . 0 .          !
 1991.1!                 *+                   !!          . 0 .   .          !
 1991.2!           *     +                    !!   0      .   .   .          !
 1991.3!            +     *                   !!          .   .   .     0    !
 1991.4!               *   +                  !!      0   .   .   .          !
 1992.1!                +  *                  !!          .   .   .0         !
 1992.2!                   *+                 !!          .  0.   .          !
 1992.3!                  * +                 !!          .0  .   .          !
 1992.4!                  *+                  !!          . 0 .   .          !
 1993.1!                   +   *              !!          .   .   .   0      !
 1993.2!                      * +             !!          .0  .   .          !
 1993.3!                       +  *           !!          .   .   . 0        !
 1993.4!                         *+           !!          . 0 .   .          !
 1994.1!                         +*           !!          .   .0  .          !
 1994.2!                         *+           !!          .  0.   .          !
 1994.3!                         *+           !!          .  0.   .          !
 1994.4!                        * +           !!          . 0 .   .          !
 1995.1!                         +*           !!          .   . 0 .          !
 1995.2!                          +*          !!          .   .0  .          !
 1995.3!                           +*         !!          .   .0  .          !
 1995.4!                           *+         !!          . 0 .   .          !
 1996.1!                           +          !!          .  0.   .          !
 1996.2!                           +*         !!          .   . 0 .          !
 1996.3!                           *+         !!          . 0 .   .          !
 1996.4!                           *+         !!          .  0.   .          !
 1997.1!                           +*         !!          .   .0  .          !
 1997.2!                           *+         !!          . 0 .   .          !
 1997.3!                         * +          !!          .0  .   .          !
 1997.4!                        *+            !!          . 0 .   .          !
 1998.1!                         +*           !!          .   .  0.          !
 1998.2!                          +*          !!          .   .0  .          !
 1998.3!                           +          !!          .   0   .          !
 1998.4!                        *  +          !!         0.   .   .          !
 1999.1!                        +  *          !!          .   .   .0         !
 1999.2!                          *+          !!          .  0.   .          !
 1999.3!                          +           !!          .   0   .          !
 1999.4!                        * +           !!         0.   .   .          !
 2000.1!                        +   *         !!          .   .   .  0       !
 2000.2!                           +          !!          .   0   .          !
 2000.3!                           +*         !!          .   . 0 .          !
 2000.4!                          * +         !!          .0  .   .          !
 2001.1!                          + *         !!          .   .   0          !
 2001.2!                            +*        !!          .   .0  .          !
 2001.3!                            +         !!          .  0.   .          !
 2001.4!                         *  +         !!         0.   .   .          !
 2002.1!                         + *          !!          .   .   0          !
 2002.2!                           +          !!          .   .0  .          !
 2002.3!                           + *        !!          .   .  0.          !
 2002.4!                          *  +        !!         0.   .   .          !
 2003.1!                          +  *        !!          .   .   .0         !
 2003.2!                          *  +        !!         0.   .   .          !
 2003.3!                          +   *       !!          .   .   .  0       !
 2003.4!                           *  +       !!        0 .   .   .          !
 2004.1!                           + *        !!          .   . 0 .          !
 2004.2!                             +        !!          .   0   .          !
 2004.3!                             + *      !!          .   .  0.          !
 2004.4!                           *   +      !!        0 .   .   .          !
 2005.1!                           +*         !!          .   . 0 .          !
 2005.2!                            *+        !!          . 0 .   .          !
 2005.3!                           *+         !!          . 0 .   .          !
 2005.4!                          *+          !!          .0  .   .          !
 2006.1!                          +  *        !!          .   .   .0         !
 2006.2!                             +        !!          .   0   .          !
 2006.3!                             +        !!          .   .0  .          !
 2006.4!                             *+       !!          .  0.   .          !
 2007.1!                             +        !!          .  0.   .          !
 2007.2!                           * +        !!          0   .   .          !
 2007.3!                            +*        !!          .   . 0 .          !
 2007.4!                              +       !!          .   0   .          !
 2008.1!                            * +       !!          .0  .   .          !
 2008.2!                             +*       !!          .   .0  .          !
 2008.3!                              +       !!          .   0   .          !
 2008.4!                              +*      !!          .   . 0 .          !
 2009.1!                               + *    !!          .   .   0          !
 2009.2!                                *+    !!          . 0 .   .          !
 2009.3!                                +*    !!          .   . 0 .          !
 2009.4!                                 +    !!          .   0   .          !
 2010.1!                                 +*   !!          .   .  0.          !
 2010.2!                                 *+   !!          . 0 .   .          !
 2010.3!                                 +*   !!          .   .  0.          !
 2010.4!                                  +   !!          .   0   .          !
 2011.1!                                  +*  !!          .   .0  .          !
 2011.2!                                  +*  !!          .   .0  .          !
 2011.3!                                   + *!!          .   .   0          !
 2011.4!                                    *+!!          .   0   .          !
 2012.1!                                    + !!          .   0   .          !
 2012.2!                                    + !!          .   0   .          !
 2012.3!                                   +  *!          .   .   .0         !
 2012.4!                                     +!!          .   0   .          !


     27.62 percent of the residuals exceed 1 SE
      3.81 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKDE=HKPX$/DEPMM;                                                      
 GENR LAAHKDE=LOG(AAHKDE+.00001);                                             
 GENR LAHKDE=LOG(AHKDE+.00001);                                               
 LHS AAHKDE=EXP(LAAHKDE)-.00001;                                              
  EQ  902 LAAHKDE C LAHKDE(-1) PHKDE;                                         
EQUATION 785  LAAHKDE  
   RHS     C  LAHKDE(-1)  PHKDE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  785 PLOT=0;END;                                                     

Equation number =  785
**********************

Dependent variable = LAAHKDE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.240622836

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.366593519       0.104888437  -3.49508     1.000000
12764 LAHKDE  ( -1)       0.883099126       0.030853208  28.62260    -5.249052
12762 PHKDE   (  0)      -0.153174258       0.046767604  -3.27522     1.557676

SE of equation            =     0.181285274
Sum of squared residuals  =  6.07990487       0.300888203E-10
Average absolute error    =     0.127976226
Sum of ABS residuals      =  24.0595305    
R squared                 =   0.95901
Durbin-Watson statistic   =   2.55994
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     * +                              !!          .0  .   .          !
 1966.2!      +                               !!          .   .0  .          !
 1966.3!      +  *                            !!          .   .   0          !
 1966.4!       * +                            !!          .0  .   .          !
 1967.1*       +                              !!0         .   .   .          !
 1967.2*+                                     !!          . 0 .   .          !
 1967.3!+   *                                 !!          .   .   .  0       !
 1967.4!    +    *                            !!          .   .   .   0      !
 1968.1!*        +                            !0          .   .   .          !
 1968.2! +     *                              !!          .   .   .     0    !
 1968.3!    *  +                              !!         0.   .   .          !
 1968.4!  * +                                 !!          .0  .   .          !
 1969.1*   +                                  !!        0 .   .   .          !
 1969.2!+   *                                 !!          .   .   .  0       !
 1969.3! *  +                                 !!         0.   .   .          !
 1969.4!  + *                                 !!          .   .   0          !
 1970.1!     +*                               !!          .   .  0.          !
 1970.2!  *   +                               !!       0  .   .   .          !
 1970.3!   +*                                 !!          .   .  0.          !
 1970.4!  * +                                 !!          .0  .   .          !
 1971.1!   +     *                            !!          .   .   .      0   !
 1971.2!        *+                            !!          .  0.   .          !
 1971.3!    *   +                             !!       0  .   .   .          !
 1971.4!  * +                                 !!          0   .   .          !
 1972.1!  +       *                           !!          .   .   .        0 !
 1972.2!    *     +                           !!    0     .   .   .          !
 1972.3!    + *                               !!          .   .   0          !
 1972.4!      +*                              !!          .   . 0 .          !
 1973.1!       +  *                           !!          .   .   0          !
 1973.2!         +                            !!          .   0   .          !
 1973.3!        +  *                          !!          .   .   0          !
 1973.4!        * +                           !!          .0  .   .          !
 1974.1!       + *                            !!          .   .  0.          !
 1974.2!        +*                            !!          .   .0  .          !
 1974.3!        + *                           !!          .   .  0.          !
 1974.4!       * +                            !!          0   .   .          !
 1975.1!         +        *                   !!          .   .   .         0!
 1975.2!               *   +                  !!        0 .   .   .          !
 1975.3!                + *                   !!          .   . 0 .          !
 1975.4!               *  +                   !!         0.   .   .          !
 1976.1!               *+                     !!          .  0.   .          !
 1976.2!                +  *                  !!          .   .   . 0        !
 1976.3!                 *  +                 !!          0   .   .          !
 1976.4!                 *+                   !!          .  0.   .          !
 1977.1!               *  +                   !!         0.   .   .          !
 1977.2!               *+                     !!          . 0 .   .          !
 1977.3!                +*                    !!          .   . 0 .          !
 1977.4!                  + *                 !!          .   .   0          !
 1978.1!               *    +                 !!     0    .   .   .          !
 1978.2!              * +                     !!          0   .   .          !
 1978.3!               +  *                   !!          .   .   .0         !
 1978.4!                  *+                  !!          . 0 .   .          !
 1979.1!                *  +                  !!         0.   .   .          !
 1979.2!                 +*                   !!          .   . 0 .          !
 1979.3!                   +*                 !!          .   .0  .          !
 1979.4!                   * +                !!          .0  .   .          !
 1980.1!                   *+                 !!          . 0 .   .          !
 1980.2!                   *+                 !!          .  0.   .          !
 1980.3!                    +                 !!          .  0.   .          !
 1980.4!                    *+                !!          .   0   .          !
 1981.1!                 *   +                !!      0   .   .   .          !
 1981.2!                 *+                   !!          .  0.   .          !
 1981.3!                  +                   !!          .   0   .          !
 1981.4!                   +*                 !!          .   . 0 .          !
 1982.1!                  * +                 !!         0.   .   .          !
 1982.2!                 *+                   !!          . 0 .   .          !
 1982.3!                  +*                  !!          .   .0  .          !
 1982.4!                  * +                 !!          0   .   .          !
 1983.1!                  *+                  !!          .  0.   .          !
 1983.2!                 * +                  !!          .0  .   .          !
 1983.3!                  +*                  !!          .   .0  .          !
 1983.4!                  * +                 !!          .0  .   .          !
 1984.1!                  +*                  !!          .   .0  .          !
 1984.2!                 *  +                 !!          0   .   .          !
 1984.3!                  +                   !!          .   .0  .          !
 1984.4!                 * +                  !!          . 0 .   .          !
 1985.1!                 *+                   !!          . 0 .   .          !
 1985.2!                 +                    !!          .  0.   .          !
 1985.3!               *  +                   !!         0.   .   .          !
 1985.4!                +*                    !!          .   . 0 .          !
 1986.1!                  +                   !!          .   0   .          !
 1986.2!                   +*                 !!          .   . 0 .          !
 1986.3!                     +                !!          .   0   .          !
 1986.4!                      +               !!          .   0   .          !
 1987.1!                       +*             !!          .   .  0.          !
 1987.2!                        *+            !!          . 0 .   .          !
 1987.3!                        + *           !!          .   . 0 .          !
 1987.4!                          +           !!          .   0   .          !
 1988.1!                           +*         !!          .   .  0.          !
 1988.2!                            +         !!          .  0.   .          !
 1988.3!                            +         !!          .   0   .          !
 1988.4!                           *+         !!          .  0.   .          !
 1989.1!                            +         !!          .   .0  .          !
 1989.2!                            +         !!          .   0   .          !
 1989.3!                            +*        !!          .   . 0 .          !
 1989.4!                            *+        !!          .  0.   .          !
 1990.1!                           *+         !!          . 0 .   .          !
 1990.2!                            +         !!          .   .0  .          !
 1990.3!                            + *       !!          .   . 0 .          !
 1990.4!                              +  *    !!          .   .   . 0        !
 1991.1!                                 +    !!          .   .0  .          !
 1991.2!                                 + *  !!          .   .   0          !
 1991.3!                                * +   !!          .0  .   .          !
 1991.4!                                + *   !!          .   .  0.          !
 1992.1!                                 +    !!          .   0   .          !
 1992.2!                                 +*   !!          .   . 0 .          !
 1992.3!                                 +*   !!          .   .0  .          !
 1992.4!                                 + *  !!          .   .  0.          !
 1993.1!                                  +   !!          .  0.   .          !
 1993.2!                               * +    !!          .0  .   .          !
 1993.3!                               + *    !!          .   .   0          !
 1993.4!                                 +    !!          .   .0  .          !
 1994.1!                                +     !!          .   0   .          !
 1994.2!                                +     !!          .   0   .          !
 1994.3!                               +  *   !!          .   .   0          !
 1994.4!                                 +    !!          .   0   .          !
 1995.1!                                *+    !!          .   0   .          !
 1995.2!                                +*    !!          .   . 0 .          !
 1995.3!                                 + *  !!          .   .  0.          !
 1995.4!                                 *+   !!          . 0 .   .          !
 1996.1!                                 +*   !!          .   . 0 .          !
 1996.2!                                  +*  !!          .   . 0 .          !
 1996.3!                                  + * !!          .   .   0          !
 1996.4!                                   +  !!          .  0.   .          !
 1997.1!                                  +   !!          .   0   .          !
 1997.2!                                 + *  !!          .   . 0 .          !
 1997.3!                                  +   !!          .   .0  .          !
 1997.4!                                 +*   !!          .   0   .          !
 1998.1!                                 +    !!          .   0   .          !
 1998.2!                                +  *  !!          .   .   .0         !
 1998.3!                                  +   !!          .   0   .          !
 1998.4!                                 + *  !!          .   .  0.          !
 1999.1!                                  +*  !!          .   .0  .          !
 1999.2!                                  +*  !!          .   .0  .          !
 1999.3!                                  +*  !!          .   . 0 .          !
 1999.4!                                  +*  !!          .   . 0 .          !
 2000.1!                                  +*  !!          .   .0  .          !
 2000.2!                                 *+   !!          . 0 .   .          !
 2000.3!                                +  *  !!          .   .   0          !
 2000.4!                                  +   !!          .   .0  .          !
 2001.1!                                *+    !!          . 0 .   .          !
 2001.2!                                +*    !!          .   .0  .          !
 2001.3!                                +     !!          .   0   .          !
 2001.4!                               +*     !!          .   .0  .          !
 2002.1!                               +      !!          .   0   .          !
 2002.2!                               +      !!          .   0   .          !
 2002.3!                              + *     !!          .   . 0 .          !
 2002.4!                               +  *   !!          .   .   0          !
 2003.1!                                 +    !!          .   0   .          !
 2003.2!                                 +*   !!          .   . 0 .          !
 2003.3!                                 *+   !!          .  0.   .          !
 2003.4!                                 +*   !!          .   .0  .          !
 2004.1!                                 +*   !!          .   .0  .          !
 2004.2!                                  +*  !!          .   . 0 .          !
 2004.3!                                  *+  !!          .  0.   .          !
 2004.4!                                  +*  !!          .   .0  .          !
 2005.1!                                   +* !!          .   .  0.          !
 2005.2!                                    +*!!          .   .0  .          !
 2005.3!                                    + *!          .   .  0.          !
 2005.4!                                     +!!          .  0.   .          !
 2006.1!                                  * + !!          0   .   .          !
 2006.2!                                  +   !!          .  0.   .          !
 2006.3!                                 *+   !!          .  0.   .          !
 2006.4!                                 +    !!          .  0.   .          !
 2007.1!                                *+    !!          . 0 .   .          !
 2007.2!                                +     !!          .   0   .          !
 2007.3!                                +*    !!          .   .0  .          !
 2007.4!                                 +    !!          .  0.   .          !
 2008.1!                                *+    !!          . 0 .   .          !
 2008.2!                                +     !!          . 0 .   .          !
 2008.3!                                +*    !!          .   .0  .          !
 2008.4!                               * +    !!          . 0 .   .          !
 2009.1!                               *+     !!          .  0.   .          !
 2009.2!                               +      !!          .  0.   .          !
 2009.3!                              *+      !!          . 0 .   .          !
 2009.4!                              +       !!          .   0   .          !
 2010.1!                               +      !!          .   .0  .          !
 2010.2!                               *+     !!          .  0.   .          !
 2010.3!                               +*     !!          .   .0  .          !
 2010.4!                              * +     !!          .0  .   .          !
 2011.1!                              +       !!          .  0.   .          !
 2011.2!                              *+      !!          . 0 .   .          !
 2011.3!                             *+       !!          . 0 .   .          !
 2011.4!                            *+        !!          .0  .   .          !
 2012.1!                           *+         !!          . 0 .   .          !
 2012.2!                            +*        !!          .   . 0 .          !
 2012.3!                            *+        !!          . 0 .   .          !
 2012.4!                          * +         !!         0.   .   .          !


     20.74 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@@EQ  903 LAASIDE C LASIDE(-1) PSIDE;SMPL 1996.2 2012.4;OLS;EST  903 PLOT=0;EN
@@EQ  904 LAAVIDE C LAVIDE(-1) PVIDE;SMPL 1994.2 2012.4;OLS;EST  904 PLOT=0;EN
@@EQ  905 LAANIDE C LANIDE(-1) PNIDE;SMPL 2003.3 2012.4;OLS;EST  905 PLOT=0;EN
@@EQ  906 LAAALDE C LAALDE(-1) PALDE;SMPL 1985.2 2012.4;OLS;EST  906 PLOT=0;EN
@@EQ  907 LAAIADE C LAIADE(-1) PIADE;SMPL 1974.3 2012.4;OLS;EST  907 PLOT=0;EN
@@EQ  908 LAAINDE C LAINDE(-1) PINDE;SMPL 2000.3 2012.4;OLS;EST  908 PLOT=0;EN
@@EQ  909 LAAIQDE C LAIQDE(-1) PIQDE;SMPL 2006.3 2012.4;OLS;EST  909 PLOT=0;EN
@@EQ  910 LAAKUDE C LAKUDE(-1) PKUDE;SMPL 1993.1 2012.4;OLS;EST  910 PLOT=0;EN
@@EQ  911 LAALIDE C LALIDE(-1) PLIDE;SMPL 2011.4 2012.4;OLS;EST  911 PLOT=0;EN
@@EQ  912 LAAUADE C LAUADE(-1) PUADE;SMPL 1986.4 2012.4;OLS;EST  912 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSNO=USPX$/NOPMM;                                                      
 GENR LAAUSNO=LOG(AAUSNO+.00001);                                             
 GENR LAUSNO=LOG(AUSNO+.00001);                                               
 LHS AAUSNO=EXP(LAAUSNO)-.00001;                                              
  EQ  913 LAAUSNO C LAUSNO(-1) PUSNO;                                         
EQUATION 786  LAAUSNO  
   RHS     C  LAUSNO(-1)  PUSNO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  786 PLOT=0;END;                                                     

Equation number =  786
**********************

Dependent variable = LAAUSNO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.052927029

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.248599571       0.199191113  -6.26835     1.000000
12767 LAUSNO  ( -1)       0.567009566       0.060420042   9.38446    -3.052446
12765 PUSNO   (  0)      -0.064905301       0.075240842  -0.86263     1.133361

SE of equation            =     0.147547918
Sum of squared residuals  =  4.02752178       0.216879847E-10
Average absolute error    =     0.109723978
Sum of ABS residuals      =  20.6281078    
R squared                 =   0.32720
Durbin-Watson statistic   =   2.39274
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!               +*                     !!          .   .0  .          !
 1966.2!               + *                    !!          .   . 0 .          !
 1966.3!               +    *                 !!          .   .   0          !
 1966.4!                *+                    !!          .  0.   .          !
 1967.1!        *      +                      !!         0.   .   .          !
 1967.2!        *  +                          !!          . 0 .   .          !
 1967.3!          +   *                       !!          .   .  0.          !
 1967.4!           *  +                       !!          . 0 .   .          !
 1968.1!            +*                        !!          .   .0  .          !
 1968.2!           * +                        !!          . 0 .   .          !
 1968.3!            +*                        !!          .   .0  .          !
 1968.4!          *  +                        !!          . 0 .   .          !
 1969.1!           +  *                       !!          .   . 0 .          !
 1969.2!              +                       !!          .   0   .          !
 1969.3!          *   +                       !!          . 0 .   .          !
 1969.4!            +                   *     !!          .   .   .          0
 1970.1!                 *      +             !!         0.   .   .          !
 1970.2!                +    *                !!          .   .   0          !
 1970.3!                * +                   !!          .  0.   .          !
 1970.4!   *           +                      !!     0    .   .   .          !
 1971.1!        +       *                     !!          .   .   . 0        !
 1971.2!         *     +                      !!          0   .   .          !
 1971.3!           +  *                       !!          .   . 0 .          !
 1971.4!  *           +                       !!     0    .   .   .          !
 1972.1!        +      *                      !!          .   .   .0         !
 1972.2!               +*                     !!          .   .0  .          !
 1972.3!            *  +                      !!          . 0 .   .          !
 1972.4!             + *                      !!          .   . 0 .          !
 1973.1!               +  *                   !!          .   . 0 .          !
 1973.2!               * +                    !!          .  0.   .          !
 1973.3!               +  *                   !!          .   . 0 .          !
 1973.4!              *  +                    !!          . 0 .   .          !
 1974.1!              +              *        !!          .   .   .      0   !
 1974.2!                       +              !!          .   0   .          !
 1974.3!                    +  *              !!          .   . 0 .          !
 1974.4!                   +     *            !!          .   .   0          !
 1975.1!                  * +                 !!          . 0 .   .          !
 1975.2!                +                     !!          .   0   .          !
 1975.3!               +        *             !!          .   .   . 0        !
 1975.4!                    +   *             !!          .   .  0.          !
 1976.1!               *    +                 !!          .0  .   .          !
 1976.2!               +                      !!          .   0   .          !
 1976.3!            *  +                      !!          . 0 .   .          !
 1976.4!             +  *                     !!          .   . 0 .          !
 1977.1!               *+                     !!          .  0.   .          !
 1977.2!               +                      !!          .   0   .          !
 1977.3!         *     +                      !!          0   .   .          !
 1977.4!           +  *                       !!          .   . 0 .          !
 1978.1!               + *                    !!          .   . 0 .          !
 1978.2!                +*                    !!          .   .0  .          !
 1978.3!                +        *            !!          .   .   .  0       !
 1978.4!                    *+                !!          .  0.   .          !
 1979.1!                  +  *                !!          .   . 0 .          !
 1979.2!                  +     *             !!          .   .   0          !
 1979.3!                    +                 !!          .  0.   .          !
 1979.4!                  +     *             !!          .   .   0          !
 1980.1!                    +  *              !!          .   . 0 .          !
 1980.2!                    +         *       !!          .   .   .   0      !
 1980.3!                        +   *         !!          .   .  0.          !
 1980.4!                    * +               !!          .  0.   .          !
 1981.1!                  +    *              !!          .   .   0          !
 1981.2!                    + *               !!          .   . 0 .          !
 1981.3!                   +                  !!          .   .0  .          !
 1981.4!                 +  *                 !!          .   . 0 .          !
 1982.1!                 +    *               !!          .   .  0.          !
 1982.2!                  *+                  !!          .   0   .          !
 1982.3!                 +   *                !!          .   .  0.          !
 1982.4!                  +  *                !!          .   . 0 .          !
 1983.1!                  +                   !!          .   0   .          !
 1983.2!             *  +                     !!          . 0 .   .          !
 1983.3!             +      *                 !!          .   .   .0         !
 1983.4!                 +                    !!          .   0   .          !
 1984.1!                +*                    !!          .   .0  .          !
 1984.2!                +*                    !!          .   .0  .          !
 1984.3!                +                     !!          .   0   .          !
 1984.4!              *+                      !!          .  0.   .          !
 1985.1!     *       +                        !!        0 .   .   .          !
 1985.2!      *  +                            !!          . 0 .   .          !
 1985.3!  *      +                            !!         0.   .   .          !
 1985.4!   *   +                              !!          .0  .   .          !
 1986.1!        +*                            !!          .   .0  .          !
 1986.2!            +  *                      !!          .   . 0 .          !
 1986.3!        *      +                      !!         0.   .   .          !
 1986.4!           +*                         !!          .   0   .          !
 1987.1!        *    +                        !!          0   .   .          !
 1987.2!          *+                          !!          .  0.   .          !
 1987.3!       *    +                         !!          0   .   .          !
 1987.4!           +                          !!          .   0   .          !
 1988.1!             +     *                  !!          .   .   .0         !
 1988.2!             *   +                    !!          .0  .   .          !
 1988.3!          *   +                       !!          .0  .   .          !
 1988.4!           *+                         !!          .  0.   .          !
 1989.1!             +   *                    !!          .   .  0.          !
 1989.2!                +*                    !!          .   .0  .          !
 1989.3!                +     *               !!          .   .   .0         !
 1989.4!                 * +                  !!          . 0 .   .          !
 1990.1!                +    *                !!          .   .   0          !
 1990.2!                   +      *           !!          .   .   .0         !
 1990.3!                    *+                !!          .  0.   .          !
 1990.4!                  +      *            !!          .   .   .0         !
 1991.1!                   * +                !!          . 0 .   .          !
 1991.2!                 +  *                 !!          .   . 0 .          !
 1991.3!                  +    *              !!          .   .   0          !
 1991.4!                    +                 *!          .   .   .         0!
 1992.1!                            +         !!          .   0   .          !
 1992.2!             *         +              !!       0  .   .   .          !
 1992.3!              +     *                 !!          .   .   0          !
 1992.4!                * +                   !!          .  0.   .          !
 1993.1!                +     *               !!          .   .   .0         !
 1993.2!                 * +                  !!          . 0 .   .          !
 1993.3!               *+                     !!          .  0.   .          !
 1993.4!               +                      !!          .   0   .          !
 1994.1!               + *                    !!          .   . 0 .          !
 1994.2!             *  +                     !!          . 0 .   .          !
 1994.3!              +    *                  !!          .   .   0          !
 1994.4!            *    +                    !!          0   .   .          !
 1995.1!       *     +                        !!          0   .   .          !
 1995.2!           +    *                     !!          .   .   0          !
 1995.3!            *   +                     !!          .0  .   .          !
 1995.4!              + *                     !!          .   . 0 .          !
 1996.1!              * +                     !!          . 0 .   .          !
 1996.2!              +     *                 !!          .   .   0          !
 1996.3!             *    +                   !!          0   .   .          !
 1996.4!              +    *                  !!          .   .   0          !
 1997.1!                *+                    !!          .  0.   .          !
 1997.2!                +  *                  !!          .   . 0 .          !
 1997.3!             *   +                    !!          .0  .   .          !
 1997.4!           *  +                       !!          . 0 .   .          !
 1998.1!             +                        !!          .   0   .          !
 1998.2!             *+                       !!          .   0   .          !
 1998.3!             *+                       !!          .  0.   .          !
 1998.4!              +                       !!          .   0   .          !
 1999.1!          *    +                      !!          .0  .   .          !
 1999.2!            + *                       !!          .   .0  .          !
 1999.3!         *    +                       !!          0   .   .          !
 1999.4!         * +                          !!          . 0 .   .          !
 2000.1!           +   *                      !!          .   .  0.          !
 2000.2!          *    +                      !!          .0  .   .          !
 2000.3!          * +                         !!          . 0 .   .          !
 2000.4!            + *                       !!          .   . 0 .          !
 2001.1!             *+                       !!          .  0.   .          !
 2001.2!             +             *          !!          .   .   .     0    !
 2001.3!       *              +               !!   0      .   .   .          !
 2001.4!          +    *                      !!          .   .   0          !
 2002.1!               +                      !!          .   0   .          !
 2002.2*               +                      !!  0       .   .   .          !
 2002.3!      +*                              !!          .   .0  .          !
 2002.4!     *    +                           !!          0   .   .          !
 2003.1!   *     +                            !!          0   .   .          !
 2003.2!   *    +                             !!          0   .   .          !
 2003.3!        +*                            !!          .   .0  .          !
 2003.4!          * +                         !!          .  0.   .          !
 2004.1!     *      +                         !!         0.   .   .          !
 2004.2!     *   +                            !!          .0  .   .          !
 2004.3!       * +                            !!          . 0 .   .          !
 2004.4!    *      +                          !!         0.   .   .          !
 2005.1!        *+                            !!          .   0   .          !
 2005.2!  *        +                          !!       0  .   .   .          !
 2005.3!        +*                            !!          .   .0  .          !
 2005.4!          * +                         !!          .  0.   .          !
 2006.1!         *  +                         !!          . 0 .   .          !
 2006.2!           *+                         !!          .  0.   .          !
 2006.3!           * +                        !!          .  0.   .          !
 2006.4!        *    +                        !!          0   .   .          !
 2007.1!           +                          !!          .   0   .          !
 2007.2!             + *                      !!          .   .0  .          !
 2007.3!           *   +                      !!          .0  .   .          !
 2007.4!             +                        !!          .   0   .          !
 2008.1!              +                       !!          .   0   .          !
 2008.2!              *+                      !!          .   0   .          !
 2008.3!           *   +                      !!          .0  .   .          !
 2008.4!             +*                       !!          .   .0  .          !
 2009.1!           *   +                      !!          .0  .   .          !
 2009.2!             + *                      !!          .   .0  .          !
 2009.3!           *   +                      !!          .0  .   .          !
 2009.4!          *  +                        !!          . 0 .   .          !
 2010.1!            +   *                     !!          .   .  0.          !
 2010.2!          *     +                     !!         0.   .   .          !
 2010.3!            +    *                    !!          .   .   0          !
 2010.4!            *   +                     !!          .0  .   .          !
 2011.1!              +    *                  !!          .   .   0          !
 2011.2!                 *+                   !!          .   0   .          !
 2011.3!             *   +                    !!          .0  .   .          !
 2011.4!              +                       !!          .   0   .          !
 2012.1!              +                       !!          .   0   .          !
 2012.2!          *    +                      !!          0   .   .          !
 2012.3!            +    *                    !!          .   .  0.          !
 2012.4!            *   +                     !!          .0  .   .          !


     26.06 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ   914 LAACANO C LACANO(-1) PCANO;SMPL 1966.1 2012.4;OLS;EST  914 PLOT=0;EN
@EQ   915 LAAJANO C LAJANO(-1) PJANO;SMPL 1966.1 2012.4;OLS;EST  915 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUNO=AUPX$/NOPMM;                                                      
 GENR LAAAUNO=LOG(AAAUNO+.00001);                                             
 GENR LAAUNO=LOG(AAUNO+.00001);                                               
 LHS AAAUNO=EXP(LAAAUNO)-.00001;                                              
  EQ  916 LAAAUNO C LAAUNO(-1) PAUNO;                                         
EQUATION 787  LAAAUNO  
   RHS     C  LAAUNO(-1)  PAUNO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  787 PLOT=0;END;                                                     

Equation number =  787
**********************

Dependent variable = LAAAUNO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.531894109

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.448909678       0.155357793  -2.88952     1.000000
12770 LAAUNO  ( -1)       0.844209289       0.039616343  21.30962    -4.532153
12768 PAUNO   (  0)      -0.263347953       0.133246707  -1.97639     0.975511

SE of equation            =     0.098849411
Sum of squared residuals  =  1.80767310       0.180069293E-10
Average absolute error    =     0.079136986
Sum of ABS residuals      =  14.8777534    
R squared                 =   0.79254
Durbin-Watson statistic   =   2.50747
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*       +                              !!   0    .     .     .        !
 1966.2! +    *                               !!        .     .     .0       !
 1966.3!     * +                              !!        .   0 .     .        !
 1966.4!      *+                              !!        .    0.     .        !
 1967.1!      * +                             !!        .   0 .     .        !
 1967.2!       +  *                           !!        .     .   0 .        !
 1967.3!          *+                          !!        .   0 .     .        !
 1967.4!          + *                         !!        .     . 0   .        !
 1968.1!            +*                        !!        .     .0    .        !
 1968.2!            *+                        !!        .    0.     .        !
 1968.3!         *  +                         !!        . 0   .     .        !
 1968.4!          + *                         !!        .     .  0  .        !
 1969.1!            +  *                      !!        .     .   0 .        !
 1969.2!              +   *                   !!        .     .     0        !
 1969.3!                 +      *             !!        .     .     .  0     !
 1969.4!                   *  +               !!        .0    .     .        !
 1970.1!                  +       *           !!        .     .     .    0   !
 1970.2!                         +  *         !!        .     .   0 .        !
 1970.3!                           +  *       !!        .     .    0.        !
 1970.4!                    *       +         !!   0    .     .     .        !
 1971.1!                    +   *             !!        .     .     0        !
 1971.2!                       +  *           !!        .     .   0 .        !
 1971.3!                         +    *       !!        .     .     .0       !
 1971.4!                            +         !!        .     0     .        !
 1972.1!                          +*          !!        .     0     .        !
 1972.2!                         + *          !!        .     . 0   .        !
 1972.3!                         +     *      !!        .     .     .  0     !
 1972.4!                             +    *   !!        .     .     .0       !
 1973.1!                         *      +     !!    0   .     .     .        !
 1973.2!                     *  +             !!        .  0  .     .        !
 1973.3!                    + *               !!        .     . 0   .        !
 1973.4!                    * +               !!        .   0 .     .        !
 1974.1!                     +         *      !!        .     .     .        0
 1974.2!                            *+        !!        .  0  .     .        !
 1974.3!                          *+          !!        .   0 .     .        !
 1974.4!                         + *          !!        .     .  0  .        !
 1975.1!                          +*          !!        .     . 0   .        !
 1975.2!                         *+           !!        .   0 .     .        !
 1975.3!                        +      *      !!        .     .     .   0    !
 1975.4!                              +  *    !!        .     .  0  .        !
 1976.1!                            *  +      !!        . 0   .     .        !
 1976.2!                            +    *    !!        .     .     .0       !
 1976.3!                              * +     !!        .   0 .     .        !
 1976.4!                             +    *   !!        .     .     .0       !
 1977.1!                               *+     !!        .   0 .     .        !
 1977.2!                           *  +       !!        . 0   .     .        !
 1977.3!                         *+           !!        .    0.     .        !
 1977.4!                        +     *       !!        .     .     .  0     !
 1978.1!                            + *       !!        .     . 0   .        !
 1978.2!                           *+         !!        .    0.     .        !
 1978.3!                          +        *  !!        .     .     .      0 !
 1978.4!                              * +     !!        .  0  .     .        !
 1979.1!                            +         !!        .     0     .        !
 1979.2!                           +     *    !!        .     .     . 0      !
 1979.3!                               +      !!        .     0     .        !
 1979.4!                             +    *   !!        .     .     . 0      !
 1980.1!                            *    +    !!        0     .     .        !
 1980.2!                            +         *!        .     .     .        0
 1980.3!                                   *+ !!        .    0.     .        !
 1980.4!                                 *+   !!        .    0.     .        !
 1981.1!                            *    +    !!        0     .     .        !
 1981.2!                             +   *    !!        .     .     .0       !
 1981.3!                               * +    !!        .   0 .     .        !
 1981.4!                            *  +      !!        . 0   .     .        !
 1982.1!                           *+         !!        .   0 .     .        !
 1982.2!                           + *        !!        .     . 0   .        !
 1982.3!                             +  *     !!        .     .   0 .        !
 1982.4!                        *      +      !!     0  .     .     .        !
 1983.1!                         +   *        !!        .     .     0        !
 1983.2!                      *      +        !!     0  .     .     .        !
 1983.3!                       +        *     !!        .     .     .     0  !
 1983.4!                        *      +      !!   0    .     .     .        !
 1984.1!                         +  *         !!        .     .    0.        !
 1984.2!                            *+        !!        .    0.     .        !
 1984.3!                           * +        !!        .   0 .     .        !
 1984.4!                            +    *    !!        .     .     .0       !
 1985.1!                                 + *  !!        .     .  0  .        !
 1985.2!                                * +   !!        .  0  .     .        !
 1985.3!                                + *   !!        .     .  0  .        !
 1985.4!                                 +*   !!        .     .0    .        !
 1986.1!                                +     !!        .    0.     .        !
 1986.2!                               +*     !!        .     . 0   .        !
 1986.3!                            *  +      !!        . 0   .     .        !
 1986.4!                           +   *      !!        .     .    0.        !
 1987.1!                           * +        !!        .   0 .     .        !
 1987.2!                          +  *        !!        .     .  0  .        !
 1987.3!                          * +         !!        .   0 .     .        !
 1987.4!                      *   +           !!        . 0   .     .        !
 1988.1!                      +*              !!        .     .0    .        !
 1988.2!                      *+              !!        .     0     .        !
 1988.3!                      + *             !!        .     .  0  .        !
 1988.4!                      * +             !!        .  0  .     .        !
 1989.1!                      + *             !!        .     .  0  .        !
 1989.2!                      * +             !!        .  0  .     .        !
 1989.3!                   *  +               !!        . 0   .     .        !
 1989.4!                    + *               !!        .     .  0  .        !
 1990.1!                     +  *             !!        .     .   0 .        !
 1990.2!                 *      +             !!    0   .     .     .        !
 1990.3!                  + *                 !!        .     .  0  .        !
 1990.4!                  * +                 !!        .  0  .     .        !
 1991.1!                 *+                   !!        .    0.     .        !
 1991.2!                 +    *               !!        .     .     0        !
 1991.3!                     *+               !!        .    0.     .        !
 1991.4!                     +*               !!        .     .0    .        !
 1992.1!                    *+                !!        .   0 .     .        !
 1992.2!                    +  *              !!        .     .   0 .        !
 1992.3!                      +     *         !!        .     .     . 0      !
 1992.4!                     *    +           !!       0.     .     .        !
 1993.1!              *     +                 !!     0  .     .     .        !
 1993.2!              +     *                 !!        .     .     .0       !
 1993.3!               *   +                  !!        0     .     .        !
 1993.4!               + *                    !!        .     .  0  .        !
 1994.1!             *   +                    !!        0     .     .        !
 1994.2!              +*                      !!        .     .0    .        !
 1994.3!               +    *                 !!        .     .     . 0      !
 1994.4!              *     +                 !!       0.     .     .        !
 1995.1!          *    +                      !!       0.     .     .        !
 1995.2!          +   *                       !!        .     .     0        !
 1995.3!           *   +                      !!        .0    .     .        !
 1995.4!            + *                       !!        .     . 0   .        !
 1996.1!              +        *              !!        .     .     .      0 !
 1996.2!                    * +               !!        .  0  .     .        !
 1996.3!                *   +                 !!        0     .     .        !
 1996.4!                +     *               !!        .     .     . 0      !
 1997.1!                  *   +               !!        .0    .     .        !
 1997.2!                   +                  !!        .     0     .        !
 1997.3!                *  +                  !!        . 0   .     .        !
 1997.4!                 +                    !!        .     0     .        !
 1998.1!               *  +                   !!        . 0   .     .        !
 1998.2!                + *                   !!        .     .  0  .        !
 1998.3!         *        +                   !! 0      .     .     .        !
 1998.4!     *    +                           !!       0.     .     .        !
 1999.1!      *+                              !!        .    0.     .        !
 1999.2!        +*                            !!        .     .0    .        !
 1999.3!           +*                         !!        .     . 0   .        !
 1999.4!             +      *                 !!        .     .     .   0    !
 2000.1!              *      +                !!    0   .     .     .        !
 2000.2!               +                      !!        .     0     .        !
 2000.3!             *   +                    !!        0     .     .        !
 2000.4!       *      +                       !!   0    .     .     .        !
 2001.1!         +        *                   !!        .     .     .     0  !
 2001.2!               *   +                  !!        0     .     .        !
 2001.3!            *   +                     !!        .0    .     .        !
 2001.4!             +  *                     !!        .     .   0 .        !
 2002.1!                 + *                  !!        .     . 0   .        !
 2002.2!            *      +                  !!    0   .     .     .        !
 2002.3!            *+                        !!        .    0.     .        !
 2002.4!         *   +                        !!        .0    .     .        !
 2003.1!       *   +                          !!        .0    .     .        !
 2003.2!       * +                            !!        .  0  .     .        !
 2003.3!       *+                             !!        .   0 .     .        !
 2003.4!         +*                           !!        .     .0    .        !
 2004.1!      *    +                          !!       0.     .     .        !
 2004.2!        +     *                       !!        .     .     .  0     !
 2004.3!           *   +                      !!        .0    .     .        !
 2004.4!          * +                         !!        .  0  .     .        !
 2005.1!        *  +                          !!        .0    .     .        !
 2005.2!       * +                            !!        .  0  .     .        !
 2005.3!         +*                           !!        .     . 0   .        !
 2005.4!          * +                         !!        .   0 .     .        !
 2006.1!       *   +                          !!       0.     .     .        !
 2006.2!        +                             !!        .     0     .        !
 2006.3!         +     *                      !!        .     .     . 0      !
 2006.4!               +                      !!        .     0     .        !
 2007.1!                +        *            !!        .     .     .      0 !
 2007.2!                 *      +             !!    0   .     .     .        !
 2007.3!                 +    *               !!        .     .     . 0      !
 2007.4!                  *  +                !!        .0    .     .        !
 2008.1!                 +   *                !!        .     .     0        !
 2008.2!                   *+                 !!        .    0.     .        !
 2008.3!                   +*                 !!        .     .0    .        !
 2008.4!                   +*                 !!        .     .0    .        !
 2009.1!                   + *                !!        .     .  0  .        !
 2009.2!                   *+                 !!        .   0 .     .        !
 2009.3!             *    +                   !!       0.     .     .        !
 2009.4!         *   +                        !!        .0    .     .        !
 2010.1! *        +                           !! 0      .     .     .        !
 2010.2!  * +                                 !!        .  0  .     .        !
 2010.3!    +  *                              !!        .     .  0  .        !
 2010.4*        +                             !! 0      .     .     .        !
 2011.1! *+                                   !!        .    0.     .        !
 2011.2!    +     *                           !!        .     .     . 0      !
 2011.3!      *    +                          !!        0     .     .        !
 2011.4!    *   +                             !!        0     .     .        !
 2012.1!       +  *                           !!        .     .    0.        !
 2012.2!         * +                          !!        .  0  .     .        !
 2012.3!           +                          !!        .    0.     .        !
 2012.4!       *    +                         !!        0     .     .        !


     30.85 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRNO=FRPX$/NOPMM;                                                      
 GENR LAAFRNO=LOG(AAFRNO+.00001);                                             
 GENR LAFRNO=LOG(AFRNO+.00001);                                               
 LHS AAFRNO=EXP(LAAFRNO)-.00001;                                              
  EQ  917 LAAFRNO C LAFRNO(-1) PFRNO;                                         
EQUATION 788  LAAFRNO  
   RHS     C  LAFRNO(-1)  PFRNO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  788 PLOT=0;END;                                                     

Equation number =  788
**********************

Dependent variable = LAAFRNO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.402653517

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.389830881       0.191066901  -7.27405     1.000000
12773 LAFRNO  ( -1)       0.442592206       0.066084512   6.69737    -3.403866
12771 PFRNO   (  0)      -0.438007528       0.101732430  -4.30549     1.155912

SE of equation            =     0.199891024
Sum of squared residuals  =  7.39193800       0.649080789E-11
Average absolute error    =     0.155423884
Sum of ABS residuals      =  29.2196901    
R squared                 =   0.41483
Durbin-Watson statistic   =   2.11144
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*        +                             !!       0  .   .   .          !
 1966.2!    +*                                !!          .   .0  .          !
 1966.3!       +                              !!          .   0   .          !
 1966.4! *      +                             !!         0.   .   .          !
 1967.1!  *   +                               !!          .0  .   .          !
 1967.2!      +   *                           !!          .   .   0          !
 1967.3!  *      +                            !!        0 .   .   .          !
 1967.4!    * +                               !!          .  0.   .          !
 1968.1!*      +                              !!        0 .   .   .          !
 1968.2! *  +                                 !!          . 0 .   .          !
 1968.3!     +         *                      !!          .   .   .   0      !
 1968.4!  *        +                          !!       0  .   .   .          !
 1969.1!     + *                              !!          .   . 0 .          !
 1969.2!       *+                             !!          .   0   .          !
 1969.3!         +    *                       !!          .   .  0.          !
 1969.4!             +  *                     !!          .   .  0.          !
 1970.1!               +                      !!          .   0   .          !
 1970.2!       *       +                      !!        0 .   .   .          !
 1970.3!    *       +                         !!        0 .   .   .          !
 1970.4!    *     +                           !!         0.   .   .          !
 1971.1!       *  +                           !!          . 0 .   .          !
 1971.2!       *   +                          !!          .0  .   .          !
 1971.3!         *  +                         !!          . 0 .   .          !
 1971.4!       *     +                        !!          0   .   .          !
 1972.1!         * +                          !!          . 0 .   .          !
 1972.2!            +                         !!          .   0   .          !
 1972.3!              +       *               !!          .   .   . 0        !
 1972.4!                   +    *             !!          .   .   0          !
 1973.1!                    +       *         !!          .   .   . 0        !
 1973.2!                      +      *        !!          .   .   .0         !
 1973.3!                      +  *            !!          .   .  0.          !
 1973.4!                    +     *           !!          .   .   .0         !
 1974.1!              *      +                !!         0.   .   .          !
 1974.2!                +*                    !!          .   0   .          !
 1974.3!                  +        *          !!          .   .   .  0       !
 1974.4!              *      +                !!        0 .   .   .          !
 1975.1!                +   *                 !!          .   .  0.          !
 1975.2!                 *+                   !!          .  0.   .          !
 1975.3!                +                   * !!          .   .   .          0
 1975.4!           *             +            !!   0      .   .   .          !
 1976.1!              +           *           !!          .   .   .     0    !
 1976.2!                     +                *!          .   .   .        0 !
 1976.3!                    *      +          !!         0.   .   .          !
 1976.4!                    +  *              !!          .   .  0.          !
 1977.1!                     +              * !!          .   .   .       0  !
 1977.2!                          +        *  !!          .   .   .  0       !
 1977.3!                         +        *   !!          .   .   .  0       !
 1977.4!                      * +             !!          . 0 .   .          !
 1978.1!             *     +                  !!         0.   .   .          !
 1978.2!              *+                      !!          .  0.   .          !
 1978.3!              +                       !!          .   0   .          !
 1978.4!               + *                    !!          .   . 0 .          !
 1979.1!                +*                    !!          .   .0  .          !
 1979.2!               * +                    !!          . 0 .   .          !
 1979.3!             *  +                     !!          . 0 .   .          !
 1979.4!               +     *                !!          .   .   .0         !
 1980.1!              *    +                  !!          .0  .   .          !
 1980.2!              * +                     !!          .  0.   .          !
 1980.3!                +  *                  !!          .   .  0.          !
 1980.4!                  + *                 !!          .   . 0 .          !
 1981.1!                  * +                 !!          .  0.   .          !
 1981.2!                *  +                  !!          . 0 .   .          !
 1981.3!                * +                   !!          .  0.   .          !
 1981.4!                  +*                  !!          .   .0  .          !
 1982.1!                    +          *      !!          .   .   .    0     !
 1982.2!               *         +            !!       0  .   .   .          !
 1982.3!                  + *                 !!          .   .0  .          !
 1982.4!              *     +                 !!          0   .   .          !
 1983.1!          *      +                    !!         0.   .   .          !
 1983.2!               +           *          !!          .   .   .    0     !
 1983.3!                      + *             !!          .   .0  .          !
 1983.4!                      +  *            !!          .   .  0.          !
 1984.1!                       +     *        !!          .   .   .0         !
 1984.2!                        +           * !!          .   .   .    0     !
 1984.3!                           +        * !!          .   .   .  0       !
 1984.4!                       *   +          !!          .0  .   .          !
 1985.1!                      +               !!          .   0   .          !
 1985.2!            *        +                !!       0  .   .   .          !
 1985.3!                +       *             !!          .   .   . 0        !
 1985.4!                     + *              !!          .   .0  .          !
 1986.1!                    +      *          !!          .   .   .0         !
 1986.2!            *          +              !!      0   .   .   .          !
 1986.3!                +          *          !!          .   .   .    0     !
 1986.4!                     *+               !!          .  0.   .          !
 1987.1!             *      +                 !!         0.   .   .          !
 1987.2!             *  +                     !!          .0  .   .          !
 1987.3!                +         *           !!          .   .   .   0      !
 1987.4!                      +            *  !!          .   .   .     0    !
 1988.1!                *         +           !!      0   .   .   .          !
 1988.2!                 *+                   !!          .  0.   .          !
 1988.3!                  +    *              !!          .   .   0          !
 1988.4!             *       +                !!        0 .   .   .          !
 1989.1!             *   +                    !!          .0  .   .          !
 1989.2!                 +  *                 !!          .   . 0 .          !
 1989.3!                    +  *              !!          .   .  0.          !
 1989.4!               *     +                !!         0.   .   .          !
 1990.1!                 + *                  !!          .   .0  .          !
 1990.2!                   +      *           !!          .   .   .0         !
 1990.3!                      +   *           !!          .   .  0.          !
 1990.4!               *      +               !!         0.   .   .          !
 1991.1!                 *+                   !!          .  0.   .          !
 1991.2!                *+                    !!          .  0.   .          !
 1991.3!                  +       *           !!          .   .   . 0        !
 1991.4!              *        +              !!       0  .   .   .          !
 1992.1!                 +  *                 !!          .   . 0 .          !
 1992.2!                    +*                !!          .   .0  .          !
 1992.3!                    +  *              !!          .   . 0 .          !
 1992.4!                     +                !!          .   0   .          !
 1993.1!                    + *               !!          .   . 0 .          !
 1993.2!                     + *              !!          .   .0  .          !
 1993.3!                     +*               !!          .   .0  .          !
 1993.4!                *    +                !!          0   .   .          !
 1994.1!                  +      *            !!          .   .   .0         !
 1994.2!                  *   +               !!          0   .   .          !
 1994.3!                   +*                 !!          .   .0  .          !
 1994.4!                  * +                 !!          .  0.   .          !
 1995.1!                   *+                 !!          .   0   .          !
 1995.2!                    +*                !!          .   0   .          !
 1995.3!                     +     *          !!          .   .   .0         !
 1995.4!                    *   +             !!          .0  .   .          !
 1996.1!                   *+                 !!          .  0.   .          !
 1996.2!                    +  *              !!          .   . 0 .          !
 1996.3!                      +*              !!          .   .0  .          !
 1996.4!                    * +               !!          . 0 .   .          !
 1997.1!                  * +                 !!          . 0 .   .          !
 1997.2!                    +               * !!          .   .   .        0 !
 1997.3!                          * +         !!          . 0 .   .          !
 1997.4!                        +   *         !!          .   .  0.          !
 1998.1!                    *   +             !!          .0  .   .          !
 1998.2!                    *+                !!          .  0.   .          !
 1998.3!                     +      *         !!          .   .   . 0        !
 1998.4!                        +             !!          .   0   .          !
 1999.1!                       +  *           !!          .   . 0 .          !
 1999.2!                    *  +              !!          . 0 .   .          !
 1999.3!                     +    *           !!          .   .   0          !
 1999.4!                        +*            !!          .   .0  .          !
 2000.1!                        +  *          !!          .   .  0.          !
 2000.2!                  *      +            !!         0.   .   .          !
 2000.3!                     +    *           !!          .   .   0          !
 2000.4!                        + *           !!          .   .0  .          !
 2001.1!                      * +             !!          .  0.   .          !
 2001.2!                  *    +              !!          0   .   .          !
 2001.3!                    +      *          !!          .   .   .0         !
 2001.4!                     *   +            !!          .0  .   .          !
 2002.1!                      +  *            !!          .   . 0 .          !
 2002.2!                      * +             !!          .  0.   .          !
 2002.3!                      +  *            !!          .   . 0 .          !
 2002.4!                     *  +             !!          . 0 .   .          !
 2003.1!                    * +               !!          . 0 .   .          !
 2003.2!                     +*               !!          .   .0  .          !
 2003.3!                      +   *           !!          .   .  0.          !
 2003.4!                     *  +             !!          . 0 .   .          !
 2004.1!                    *+                !!          .  0.   .          !
 2004.2!                     +*               !!          .   0   .          !
 2004.3!                      +   *           !!          .   .  0.          !
 2004.4!                   *   +              !!          0   .   .          !
 2005.1!                   *+                 !!          .  0.   .          !
 2005.2!                  *  +                !!          . 0 .   .          !
 2005.3!                    +*                !!          .   0   .          !
 2005.4!                      +*              !!          .   .0  .          !
 2006.1!                    *  +              !!          . 0 .   .          !
 2006.2!                     +                !!          .  0.   .          !
 2006.3!                    * +               !!          .  0.   .          !
 2006.4!               *     +                !!         0.   .   .          !
 2007.1!                  *+                  !!          .   0   .          !
 2007.2!                *    +                !!          .0  .   .          !
 2007.3!                   *+                 !!          .   0   .          !
 2007.4!             *      +                 !!        0 .   .   .          !
 2008.1!              *   +                   !!          .0  .   .          !
 2008.2!              *   +                   !!          .0  .   .          !
 2008.3!                  +                   !!          .   0   .          !
 2008.4!               *    +                 !!          0   .   .          !
 2009.1!           *       +                  !!         0.   .   .          !
 2009.2!             *   +                    !!          .0  .   .          !
 2009.3!                  +*                  !!          .   .0  .          !
 2009.4!                 *  +                 !!          . 0 .   .          !
 2010.1!                 *  +                 !!          . 0 .   .          !
 2010.2!                *   +                 !!          .0  .   .          !
 2010.3!                  * +                 !!          . 0 .   .          !
 2010.4!           *        +                 !!       0  .   .   .          !
 2011.1!               * +                    !!          . 0 .   .          !
 2011.2!                 * +                  !!          . 0 .   .          !
 2011.3!                *   +                 !!          .0  .   .          !
 2011.4!            *       +                 !!        0 .   .   .          !
 2012.1!                 * +                  !!          .  0.   .          !
 2012.2!               *     +                !!          0   .   .          !
 2012.3!                *   +                 !!          .0  .   .          !
 2012.4!              *     +                 !!          0   .   .          !


     31.38 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGENO=GEPX$/NOPMM;                                                      
 GENR LAAGENO=LOG(AAGENO+.00001);                                             
 GENR LAGENO=LOG(AGENO+.00001);                                               
 LHS AAGENO=EXP(LAAGENO)-.00001;                                              
  EQ  918 LAAGENO C LAGENO(-1) PGENO;                                         
EQUATION 789  LAAGENO  
   RHS     C  LAGENO(-1)  PGENO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  789 PLOT=0;END;                                                     

Equation number =  789
**********************

Dependent variable = LAAGENO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -1.856042075

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.091539769       0.102020339  -0.89727     1.000000
12776 LAGENO  ( -1)       0.578048485       0.056915415  10.15627    -1.854306
12774 PGENO   (  0)      -0.712247375       0.134146548  -5.30947     0.972448

SE of equation            =     0.078230880
Sum of squared residuals  =  1.13221306      -0.167521552E-10
Average absolute error    =     0.061162951
Sum of ABS residuals      =  11.4986347    
R squared                 =   0.65075
Durbin-Watson statistic   =   2.40449
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                     +      *         !!         .    .    . 0       !
 1966.2!                     +          *     !!         .    .    .    0    !
 1966.3!                      *+              !!         .   0.    .         !
 1966.4!                   +      *           !!         .    .    . 0       !
 1967.1!                      *+              !!         .   0.    .         !
 1967.2!                *   +                 !!         . 0  .    .         !
 1967.3!                +   *                 !!         .    .  0 .         !
 1967.4!             *    +                   !!         0    .    .         !
 1968.1!             * +                      !!         .  0 .    .         !
 1968.2!           *  +                       !!         .  0 .    .         !
 1968.3!              +    *                  !!         .    .    0         !
 1968.4!                  +      *            !!         .    .    . 0       !
 1969.1!                *   +                 !!         .0   .    .         !
 1969.2!                +  *                  !!         .    .  0 .         !
 1969.3!                +        *            !!         .    .    .  0      !
 1969.4!                  +*                  !!         .    .0   .         !
 1970.1!               +      *               !!         .    .    . 0       !
 1970.2!                *   +                 !!         .0   .    .         !
 1970.3!                +             *       !!         .    .    .        0!
 1970.4!          *             +             !!0        .    .    .         !
 1971.1!             +         *              !!         .    .    .    0    !
 1971.2!                   +      *           !!         .    .    . 0       !
 1971.3!              *     +                 !!        0.    .    .         !
 1971.4!             +                        !!         .    0    .         !
 1972.1!            +         *               !!         .    .    .    0    !
 1972.2!              *   +                   !!         .0   .    .         !
 1972.3!             + *                      !!         .    . 0  .         !
 1972.4!             * +                      !!         .  0 .    .         !
 1973.1!            * +                       !!         .  0 .    .         !
 1973.2!             +         *              !!         .    .    .   0     !
 1973.3!                 +*                   !!         .    .0   .         !
 1973.4!                 + *                  !!         .    .  0 .         !
 1974.1!                 +     *              !!         .    .    .0        !
 1974.2!              *   +                   !!         .0   .    .         !
 1974.3!                 +          *         !!         .    .    .      0  !
 1974.4!                     * +              !!         .  0 .    .         !
 1975.1!                    +        *        !!         .    .    .    0    !
 1975.2!                         +    *       !!         .    .    .0        !
 1975.3!                          +           !!         .    .0   .         !
 1975.4!                     *   +            !!         .0   .    .         !
 1976.1!                    + *               !!         .    .0   .         !
 1976.2!                    +*                !!         .    0    .         !
 1976.3!                     +          *     !!         .    .    .     0   !
 1976.4!                          *+          !!         .   0.    .         !
 1977.1!                       +*             !!         .    .0   .         !
 1977.2!                 *    +               !!         0    .    .         !
 1977.3!             *   +                    !!         .0   .    .         !
 1977.4!             +*                       !!         .    . 0  .         !
 1978.1!            + *                       !!         .    . 0  .         !
 1978.2!            *+                        !!         .   0.    .         !
 1978.3!           +         *                !!         .    .    .    0    !
 1978.4!               *+                     !!         .   0.    .         !
 1979.1!             + *                      !!         .    .  0 .         !
 1979.2!              +  *                    !!         .    . 0  .         !
 1979.3!                + *                   !!         .    . 0  .         !
 1979.4!                +                     !!         .    0    .         !
 1980.1!                 +   *                !!         .    .  0 .         !
 1980.2!                    +       *         !!         .    .    .  0      !
 1980.3!                          +  *        !!         .    .  0 .         !
 1980.4!                       *    +         !!         0    .    .         !
 1981.1!                         *+           !!         .   0.    .         !
 1981.2!                            +*        !!         .    .0   .         !
 1981.3!                              +   *   !!         .    .   0.         !
 1981.4!                                +     !!         .    0    .         !
 1982.1!                           *    +     !!         0    .    .         !
 1982.2!                            +         *!         .    .    .    0    !
 1982.3!                              *   +   !!         0    .    .         !
 1982.4!                           * +        !!         .  0 .    .         !
 1983.1!                          +   *       !!         .    .  0 .         !
 1983.2!                            +*        !!         .    .0   .         !
 1983.3!                            + *       !!         .    . 0  .         !
 1983.4!                     *        +       !!     0   .    .    .         !
 1984.1!                        *+            !!         .   0.    .         !
 1984.2!                   *      +           !!       0 .    .    .         !
 1984.3!                         +     *      !!         .    .    .0        !
 1984.4!                              *+      !!         .   0.    .         !
 1985.1!                                + *   !!         .    . 0  .         !
 1985.2!                            *    +    !!         .0   .    .         !
 1985.3!                              +     * !!         .    .    .0        !
 1985.4!                             * +      !!         .  0 .    .         !
 1986.1!                           +    *     !!         .    .    .0        !
 1986.2!                           +          !!         .   0.    .         !
 1986.3!                       +     *        !!         .    .    0         !
 1986.4!                      *+              !!         .   0.    .         !
 1987.1!                   +    *             !!         .    .    0         !
 1987.2!                    +*                !!         .    .0   .         !
 1987.3!                   +*                 !!         .    .0   .         !
 1987.4!            *    +                    !!        0.    .    .         !
 1988.1!             +                        !!         .    0    .         !
 1988.2!              +*                      !!         .    .0   .         !
 1988.3!              +    *                  !!         .    .    0         !
 1988.4!                * +                   !!         . 0  .    .         !
 1989.1!                * +                   !!         .  0 .    .         !
 1989.2!                 +      *             !!         .    .    .0        !
 1989.3!                    * +               !!         .  0 .    .         !
 1989.4!                  *+                  !!         .  0 .    .         !
 1990.1!                 +   *                !!         .    .   0.         !
 1990.2!                   +*                 !!         .    .0   .         !
 1990.3!                  +*                  !!         .    .0   .         !
 1990.4!                 +   *                !!         .    .   0.         !
 1991.1!          *        +                  !!     0   .    .    .         !
 1991.2!         +      *                     !!         .    .    .0        !
 1991.3!               *+                     !!         .   0.    .         !
 1991.4!         *     +                      !!        0.    .    .         !
 1992.1!          +  *                        !!         .    . 0  .         !
 1992.2!             +   *                    !!         .    .   0.         !
 1992.3!              +    *                  !!         .    .    0         !
 1992.4! *            +                       !! 0       .    .    .         !
 1993.1!   +  *                               !!         .    .  0 .         !
 1993.2!      *+                              !!         .   0.    .         !
 1993.3!      +*                              !!         .    .0   .         !
 1993.4!     *  +                             !!         .  0 .    .         !
 1994.1!        +  *                          !!         .    .  0 .         !
 1994.2!           +    *                     !!         .    .    0         !
 1994.3!       *     +                        !!        0.    .    .         !
 1994.4!       +                              !!         .    0    .         !
 1995.1!       +*                             !!         .    0    .         !
 1995.2!       +                              !!         .    0    .         !
 1995.3!        +    *                        !!         .    .    0         !
 1995.4!         *  +                         !!         . 0  .    .         !
 1996.1!         +  *                         !!         .    .  0 .         !
 1996.2!     *      +                         !!       0 .    .    .         !
 1996.3!        +*                            !!         .    .0   .         !
 1996.4!        * +                           !!         . 0  .    .         !
 1997.1!         * +                          !!         .  0 .    .         !
 1997.2!    *      +                          !!       0 .    .    .         !
 1997.3!       *  +                           !!         .  0 .    .         !
 1997.4!         * +                          !!         .  0 .    .         !
 1998.1!        *   +                         !!         . 0  .    .         !
 1998.2!      *    +                          !!         .0   .    .         !
 1998.3!         +   *                        !!         .    .   0.         !
 1998.4!       *    +                         !!         0    .    .         !
 1999.1!      *  +                            !!         .0   .    .         !
 1999.2!         +                            !!         .   0.    .         !
 1999.3!       *   +                          !!         .0   .    .         !
 1999.4!      *     +                         !!        0.    .    .         !
 2000.1!         * +                          !!         .  0 .    .         !
 2000.2!             *+                       !!         .   0.    .         !
 2000.3!            *   +                     !!         .0   .    .         !
 2000.4!       *        +                     !!     0   .    .    .         !
 2001.1!           +*                         !!         .    .0   .         !
 2001.2!               +  *                   !!         .    .  0 .         !
 2001.3!                 +     *              !!         .    .    .0        !
 2001.4!    *               +                 !0         .    .    .         !
 2002.1!         + *                          !!         .    . 0  .         !
 2002.2!       *     +                        !!        0.    .    .         !
 2002.3!         +  *                         !!         .    .  0 .         !
 2002.4!     *       +                        !!      0  .    .    .         !
 2003.1!  *     +                             !!        0.    .    .         !
 2003.2!     +*                               !!         .    .0   .         !
 2003.3!        +*                            !!         .    .0   .         !
 2003.4!   *     +                            !!        0.    .    .         !
 2004.1!     +     *                          !!         .    .    .0        !
 2004.2!           +                          !!         .    0    .         !
 2004.3!    *      +                          !!       0 .    .    .         !
 2004.4!      + *                             !!         .    . 0  .         !
 2005.1!         +  *                         !!         .    .  0 .         !
 2005.2!       *    +                         !!         0    .    .         !
 2005.3!       *  +                           !!         .  0 .    .         !
 2005.4!          +                           !!         .   0.    .         !
 2006.1!       *   +                          !!         .0   .    .         !
 2006.2!   *      +                           !!        0.    .    .         !
 2006.3!       +   *                          !!         .    .  0 .         !
 2006.4!           + *                        !!         .    . 0  .         !
 2007.1!            *+                        !!         .   0.    .         !
 2007.2!         *  +                         !!         .0   .    .         !
 2007.3!          +  *                        !!         .    .  0 .         !
 2007.4!       *    +                         !!         0    .    .         !
 2008.1!        +                             !!         .   0.    .         !
 2008.2!       * +                            !!         .  0 .    .         !
 2008.3!         +  *                         !!         .    .  0 .         !
 2008.4!   *        +                         !!     0   .    .    .         !
 2009.1!     + *                              !!         .    . 0  .         !
 2009.2!  *     +                             !!        0.    .    .         !
 2009.3!    +  *                              !!         .    . 0  .         !
 2009.4*       +                              !!      0  .    .    .         !
 2010.1!    +  *                              !!         .    .  0 .         !
 2010.2!          +     *                     !!         .    .    0         !
 2010.3!      *        +                      !!      0  .    .    .         !
 2010.4!    *    +                            !!         0    .    .         !
 2011.1!      * +                             !!         .  0 .    .         !
 2011.2!         +                            !!         .   0.    .         !
 2011.3!          *+                          !!         .   0.    .         !
 2011.4!        *   +                         !!         .0   .    .         !
 2012.1!           *+                         !!         .    0    .         !
 2012.2!             +                        !!         .    0    .         !
 2012.3!           *   +                      !!         .0   .    .         !
 2012.4!     *       +                        !!      0  .    .    .         !


     31.38 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITNO=ITPX$/NOPMM;                                                      
 GENR LAAITNO=LOG(AAITNO+.00001);                                             
 GENR LAITNO=LOG(AITNO+.00001);                                               
 LHS AAITNO=EXP(LAAITNO)-.00001;                                              
  EQ  919 LAAITNO C LAITNO(-1) PITNO;                                         
EQUATION 790  LAAITNO  
   RHS     C  LAITNO(-1)  PITNO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  790 PLOT=0;END;                                                     

Equation number =  790
**********************

Dependent variable = LAAITNO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.455409178

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.461192555       0.149034469  -3.09454     1.000000
12779 LAITNO  ( -1)       0.831009447       0.039904813  20.82479    -3.455742
12777 PITNO   (  0)      -0.143555115       0.089894528  -1.59693     0.853067

SE of equation            =     0.145801385
Sum of squared residuals  =  3.93273814      -0.731237293E-11
Average absolute error    =     0.106984665
Sum of ABS residuals      =  20.1131170    
R squared                 =   0.71001
Durbin-Watson statistic   =   2.62602
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     *      +                         !!        0 .   .   .          !
 1966.2!     * +                              !!          . 0 .   .          !
 1966.3!        +      *                      !!          .   .   . 0        !
 1966.4!              *+                      !!          .  0.   .          !
 1967.1!               +    *                 !!          .   .   .0         !
 1967.2!               *    +                 !!          0   .   .          !
 1967.3!              * +                     !!          . 0 .   .          !
 1967.4!              +*                      !!          .   .0  .          !
 1968.1!           *    +                     !!          0   .   .          !
 1968.2!          * +                         !!          .  0.   .          !
 1968.3!            +                         !!          .   0   .          !
 1968.4!            *+                        !!          .  0.   .          !
 1969.1!             +                        !!          .   0   .          !
 1969.2!             *+                       !!          .  0.   .          !
 1969.3!          *   +                       !!          .0  .   .          !
 1969.4!      *    +                          !!         0.   .   .          !
 1970.1!        + *                           !!          .   . 0 .          !
 1970.2!            +   *                     !!          .   .  0.          !
 1970.3!        *       +                     !!      0   .   .   .          !
 1970.4!          +                           !!          .   0   .          !
 1971.1!          *+                          !!          .  0.   .          !
 1971.2!         * +                          !!          . 0 .   .          !
 1971.3!           +   *                      !!          .   .  0.          !
 1971.4!                +              *      !!          .   .   .         0!
 1972.1!            *                +        !0          .   .   .          !
 1972.2!         *    +                       !!          0   .   .          !
 1972.3!           +  *                       !!          .   .  0.          !
 1972.4!            *  +                      !!          . 0 .   .          !
 1973.1!   *          +                       !!    0     .   .   .          !
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 1974.3!        +*                            !!          .   .0  .          !
 1974.4!*          +                          !!     0    .   .   .          !
 1975.1!    +*                                !!          .   . 0 .          !
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 1975.3!  *       +                           !!       0  .   .   .          !
 1975.4*      +                               !!        0 .   .   .          !
 1976.1!   +     *                            !!          .   .   .0         !
 1976.2!       *   +                          !!          0   .   .          !
 1976.3!      *   +                           !!          .0  .   .          !
 1976.4!         + *                          !!          .   . 0 .          !
 1977.1!     *       +                        !!      0   .   .   .          !
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 1977.3!  *              +                    !! 0        .   .   .          !
 1977.4!      + *                             !!          .   . 0 .          !
 1978.1!          +                           !!          .   0   .          !
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 1978.3!              * +                     !!          .  0.   .          !
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 1980.1!                   + *                !!          .   . 0 .          !
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 1980.4!             *     +                  !!        0 .   .   .          !
 1981.1!            * +                       !!          . 0 .   .          !
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 1982.2!                *  +                  !!          . 0 .   .          !
 1982.3!                 + *                  !!          .   . 0 .          !
 1982.4!                 *  +                 !!          . 0 .   .          !
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 1983.2!                        + *           !!          .   . 0 .          !
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 1984.4!                      +  *            !!          .   .  0.          !
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 1985.4!                        * +           !!          . 0 .   .          !
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 1988.2!                            *+        !!          .  0.   .          !
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 1988.4!                    *    +            !!          0   .   .          !
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 1989.2!                       +     *        !!          .   .   .0         !
 1989.3!                       *   +          !!          0   .   .          !
 1989.4!                      +  *            !!          .   . 0 .          !
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 1990.3!                           +          !!          .   0   .          !
 1990.4!                         +     *      !!          .   .   .0         !
 1991.1!                     *       +        !!      0   .   .   .          !
 1991.2!                    +     *           !!          .   .   .0         !
 1991.3!                   *     +            !!         0.   .   .          !
 1991.4!                   +  *               !!          .   .  0.          !
 1992.1!                      +*              !!          .   .0  .          !
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 1992.3!                     +*               !!          .   .0  .          !
 1992.4!                    * +               !!          .  0.   .          !
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 1993.3!                          *+          !!          .  0.   .          !
 1993.4!                         +       *    !!          .   .   .  0       !
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 1994.3!                          +           !!          .   0   .          !
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 1995.1!                         +     *      !!          .   .   .0         !
 1995.2!                              +*      !!          .   .0  .          !
 1995.3!                             +        !!          .   0   .          !
 1995.4!                            +*        !!          .   . 0 .          !
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 1996.3!                               +*     !!          .   .0  .          !
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 1997.1!                             + *      !!          .   . 0 .          !
 1997.2!                             +        !!          .   0   .          !
 1997.3!                            + *       !!          .   . 0 .          !
 1997.4!                            +         *!          .   .   .    0     !
 1998.1!                         *         +  !!     0    .   .   .          !
 1998.2!                        +        *    !!          .   .   .   0      !
 1998.3!                              +       !!          .   0   .          !
 1998.4!                      *     +         !!         0.   .   .          !
 1999.1!                     +   *            !!          .   .  0.          !
 1999.2!                        +      *      !!          .   .   . 0        !
 1999.3!                      *     +         !!         0.   .   .          !
 1999.4!                      +               !!          .   0   .          !
 2000.1!                     +     *          !!          .   .   .0         !
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 2000.3!                      +               !!          .   0   .          !
 2000.4!                 *    +               !!          0   .   .          !
 2001.1!                 +        *           !!          .   .   .    0     !
 2001.2!                     *   +            !!          .0  .   .          !
 2001.3!                     +                !!          .   .0  .          !
 2001.4!                    + *               !!          .   .0  .          !
 2002.1!                     +    *           !!          .   .   0          !
 2002.2!                       *+             !!          .  0.   .          !
 2002.3!                     *+               !!          .  0.   .          !
 2002.4!                     +    *           !!          .   .   .0         !
 2003.1!                    *   +             !!          0   .   .          !
 2003.2!                    + *               !!          .   . 0 .          !
 2003.3!                     + *              !!          .   . 0 .          !
 2003.4!                     +*               !!          .   0   .          !
 2004.1!                 *  +                 !!          .0  .   .          !
 2004.2!                 +    *               !!          .   .   .0         !
 2004.3!                     +*               !!          .   .0  .          !
 2004.4!             *       +                !!       0  .   .   .          !
 2005.1!             + *                      !!          .   . 0 .          !
 2005.2!               +*                     !!          .   .0  .          !
 2005.3!                +                     !!          .   .0  .          !
 2005.4!               *+                     !!          .  0.   .          !
 2006.1!               +  *                   !!          .   .  0.          !
 2006.2!                 +*                   !!          .   0   .          !
 2006.3!             *   +                    !!          .0  .   .          !
 2006.4!             +*                       !!          .   .0  .          !
 2007.1!              +  *                    !!          .   . 0 .          !
 2007.2!              * +                     !!          . 0 .   .          !
 2007.3!              +                       !!          .   0   .          !
 2007.4!             +                        !!          .   0   .          !
 2008.1!             + *                      !!          .   . 0 .          !
 2008.2!               +                      !!          .   0   .          !
 2008.3!               + *                    !!          .   . 0 .          !
 2008.4!                +                     !!          .   0   .          !
 2009.1!               +                      !!          .   0   .          !
 2009.2!           *  +                       !!          .0  .   .          !
 2009.3!        *  +                          !!          . 0 .   .          !
 2009.4!     *  +                             !!          .0  .   .          !
 2010.1!      +  *                            !!          .   .  0.          !
 2010.2!        *+                            !!          .  0.   .          !
 2010.3!      *  +                            !!          . 0 .   .          !
 2010.4!       +*                             !!          .   0   .          !
 2011.1!      * +                             !!          . 0 .   .          !
 2011.2!        +      *                      !!          .   .   . 0        !
 2011.3!           *   +                      !!          .0  .   .          !
 2011.4!            +                         !!          .   0   .          !
 2012.1!            +   *                     !!          .   .  0.          !
 2012.2!               *+                     !!          .  0.   .          !
 2012.3!              *+                      !!          .  0.   .          !
 2012.4!             *+                       !!          .  0.   .          !


     28.72 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNENO=NEPX$/NOPMM;                                                      
 GENR LAANENO=LOG(AANENO+.00001);                                             
 GENR LANENO=LOG(ANENO+.00001);                                               
 LHS AANENO=EXP(LAANENO)-.00001;                                              
  EQ  920 LAANENO C LANENO(-1) PNENO;                                         
EQUATION 791  LAANENO  
   RHS     C  LANENO(-1)  PNENO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  791 PLOT=0;END;                                                     

Equation number =  791
**********************

Dependent variable = LAANENO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.102770471

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.323690111       0.158922754  -2.03678     1.000000
12782 LANENO  ( -1)       0.472641052       0.063289018   7.46798    -3.107117
12780 PNENO   (  0)      -1.185980620       0.191421392  -6.19565     1.105017

SE of equation            =     0.182208564
Sum of squared residuals  =  6.14199275       0.213500329E-10
Average absolute error    =     0.138914508
Sum of ABS residuals      =  26.1159276    
R squared                 =   0.62842
Durbin-Watson statistic   =   2.31909
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!      +      *                        !!          .   .   0          !
 1966.2!       +     *                        !!          .   .   0          !
 1966.3!       *+                             !!          .  0.   .          !
 1966.4!      + *                             !!          .   .0  .          !
 1967.1!       * +                            !!          .  0.   .          !
 1967.2!        +                             !!          .   0   .          !
 1967.3!    *  +                              !!          . 0 .   .          !
 1967.4!     +    *                           !!          .   .  0.          !
 1968.1!        *+                            !!          .   0   .          !
 1968.2!     * +                              !!          .  0.   .          !
 1968.3*       +                              !!         0.   .   .          !
 1968.4!   + *                                !!          .   . 0 .          !
 1969.1!      +  *                            !!          .   .  0.          !
 1969.2!        +        *                    !!          .   .   . 0        !
 1969.3!      *    +                          !!          .0  .   .          !
 1969.4!        +                             !!          .   0   .          !
 1970.1!          +                           !!          .   0   .          !
 1970.2!         *   +                        !!          .0  .   .          !
 1970.3!      *     +                         !!          0   .   .          !
 1970.4!      *    +                          !!          0   .   .          !
 1971.1!        *   +                         !!          . 0 .   .          !
 1971.2!   *        +                         !!        0 .   .   .          !
 1971.3!   *      +                           !!          0   .   .          !
 1971.4!      *  +                            !!          . 0 .   .          !
 1972.1!      *  +                            !!          .0  .   .          !
 1972.2!           +          *               !!          .   .   .  0       !
 1972.3!   *               +                  !!   0      .   .   .          !
 1972.4!          *+                          !!          .  0.   .          !
 1973.1!              +*                      !!          .   .0  .          !
 1973.2!                  +       *           !!          .   .   .0         !
 1973.3!                     *+               !!          .  0.   .          !
 1973.4!                    +        *        !!          .   .   . 0        !
 1974.1!                *    +                !!          .0  .   .          !
 1974.2!          *   +                       !!          .0  .   .          !
 1974.3!             +                        !!          .   0   .          !
 1974.4!            +  *                      !!          .   . 0 .          !
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 1975.3!                 *  +                 !!          . 0 .   .          !
 1975.4!                 + *                  !!          .   .0  .          !
 1976.1!                +            *        !!          .   .   .   0      !
 1976.2!          *           +               !!      0   .   .   .          !
 1976.3!             +                      * !!          .   .   .          0
 1976.4!                        +   *         !!          .   .  0.          !
 1977.1!         *          +                 !!       0  .   .   .          !
 1977.2!    *      +                          !!         0.   .   .          !
 1977.3!         +         *                  !!          .   .   .  0       !
 1977.4!         *    +                       !!          .0  .   .          !
 1978.1!         +                  *         !!          .   .   .       0  !
 1978.2!            *      +                  !!         0.   .   .          !
 1978.3!     *      +                         !!         0.   .   .          !
 1978.4!        +  *                          !!          .   . 0 .          !
 1979.1!            +                         !!          .   0   .          !
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 1979.3!      *    +                          !!          .0  .   .          !
 1979.4!        +     *                       !!          .   .   0          !
 1980.1!       *     +                        !!          0   .   .          !
 1980.2!         +          *                 !!          .   .   .  0       !
 1980.3!     *          +                     !!      0   .   .   .          !
 1980.4!          +              *            !!          .   .   .     0    !
 1981.1!          *          +                !!       0  .   .   .          !
 1981.2!             +  *                     !!          .   . 0 .          !
 1981.3!           *   +                      !!          .0  .   .          !
 1981.4!           +   *                      !!          .   .  0.          !
 1982.1!        *     +                       !!          0   .   .          !
 1982.2!          +                           !!          .   0   .          !
 1982.3!           *+                         !!          .   0   .          !
 1982.4!           + *                        !!          .   .0  .          !
 1983.1!             +*                       !!          .   .0  .          !
 1983.2!             *+                       !!          .   0   .          !
 1983.3!            *+                        !!          .   0   .          !
 1983.4!        *    +                        !!          .0  .   .          !
 1984.1!           +  *                       !!          .   .0  .          !
 1984.2!          *  +                        !!          . 0 .   .          !
 1984.3!             + *                      !!          .   .0  .          !
 1984.4!           *   +                      !!          .0  .   .          !
 1985.1!              +  *                    !!          .   . 0 .          !
 1985.2!           *    +                     !!          .0  .   .          !
 1985.3!           * +                        !!          .  0.   .          !
 1985.4!       *   +                          !!          .0  .   .          !
 1986.1!          +*                          !!          .   0   .          !
 1986.2!              +*                      !!          .   .0  .          !
 1986.3!              *  +                    !!          . 0 .   .          !
 1986.4!               * +                    !!          .  0.   .          !
 1987.1!                 *+                   !!          .  0.   .          !
 1987.2!                   +     *            !!          .   .   0          !
 1987.3!           *           +              !!      0   .   .   .          !
 1987.4!                +          *          !!          .   .   .   0      !
 1988.1!                      * +             !!          . 0 .   .          !
 1988.2!                   *  +               !!          . 0 .   .          !
 1988.3!                *  +                  !!          . 0 .   .          !
 1988.4!                    +     *           !!          .   .   0          !
 1989.1!                       * +            !!          .  0.   .          !
 1989.2!                    * +               !!          . 0 .   .          !
 1989.3!                 *   +                !!          .0  .   .          !
 1989.4!                  *+                  !!          .  0.   .          !
 1990.1!                   +                  !!          .   0   .          !
 1990.2!                *   +                 !!          .0  .   .          !
 1990.3!                   + *                !!          .   . 0 .          !
 1990.4!                 *  +                 !!          .  0.   .          !
 1991.1!                   +         *        !!          .   .   .  0       !
 1991.2!                      +      *        !!          .   .   .0         !
 1991.3!                          +           *!          .   .   .   0      !
 1991.4!                         *   +        !!          .0  .   .          !
 1992.1!                 *     +              !!          0   .   .          !
 1992.2!                   +      *           !!          .   .   0          !
 1992.3!               *       +              !!         0.   .   .          !
 1992.4!               *  +                   !!          .  0.   .          !
 1993.1!               *  +                   !!          . 0 .   .          !
 1993.2!                 * +                  !!          .  0.   .          !
 1993.3!           *       +                  !!         0.   .   .          !
 1993.4!                 +                    !!          .   .0  .          !
 1994.1!                *    +                !!          .0  .   .          !
 1994.2!              *     +                 !!          .0  .   .          !
 1994.3!          *        +                  !!        0 .   .   .          !
 1994.4!                +      *              !!          .   .   .0         !
 1995.1!                      +    *          !!          .   .  0.          !
 1995.2!                   *   +              !!          .0  .   .          !
 1995.3!              *      +                !!         0.   .   .          !
 1995.4!                 * +                  !!          .  0.   .          !
 1996.1!              *      +                !!         0.   .   .          !
 1996.2!            *      +                  !!          0   .   .          !
 1996.3!                * +                   !!          . 0 .   .          !
 1996.4!              *     +                 !!          .0  .   .          !
 1997.1!              *     +                 !!          0   .   .          !
 1997.2!               *    +                 !!          .0  .   .          !
 1997.3!                *     +               !!          0   .   .          !
 1997.4!                  *  +                !!          . 0 .   .          !
 1998.1!                 *     +              !!          0   .   .          !
 1998.2!                  *   +               !!          .0  .   .          !
 1998.3!                    * +               !!          .  0.   .          !
 1998.4!                       +  *           !!          .   . 0 .          !
 1999.1!                           +    *     !!          .   .  0.          !
 1999.2!                            * +       !!          . 0 .   .          !
 1999.3!                       *    +         !!          .0  .   .          !
 1999.4!                          +*          !!          .   0   .          !
 2000.1!                         *   +        !!          . 0 .   .          !
 2000.2!                            +         !!          .   0   .          !
 2000.3!                      *      +        !!          0   .   .          !
 2000.4!                         *+           !!          .  0.   .          !
 2001.1!                        *  +          !!          . 0 .   .          !
 2001.2!                         *+           !!          .  0.   .          !
 2001.3!                           +          !!          .   0   .          !
 2001.4!                           +    *     !!          .   .  0.          !
 2002.1!                              *+      !!          .  0.   .          !
 2002.2!                             +        !!          .   0   .          !
 2002.3!                             +        !!          .   0   .          !
 2002.4!                            + *       !!          .   .0  .          !
 2003.1!                           *+         !!          .  0.   .          !
 2003.2!                           +  *       !!          .   . 0 .          !
 2003.3!                            +         !!          .  0.   .          !
 2003.4!                           +  *       !!          .   . 0 .          !
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 2004.2!                            +*        !!          .   .0  .          !
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 2007.4!                        +    *        !!          .   .  0.          !
 2008.1!                         + *          !!          .   .0  .          !
 2008.2!                        +  *          !!          .   . 0 .          !
 2008.3!                        +*            !!          .   0   .          !
 2008.4!                        +    *        !!          .   .  0.          !
 2009.1!                          +   *       !!          .   . 0 .          !
 2009.2!                           +        * !!          .   .   . 0        !
 2009.3!                               +     *!!          .   .   0          !
 2009.4!                               +    * !!          .   .  0.          !
 2010.1!                              +  *    !!          .   . 0 .          !
 2010.2!                             + *      !!          .   .0  .          !
 2010.3!                             +   *    !!          .   . 0 .          !
 2010.4!                              +      *!!          .   .   .0         !
 2011.1!                              + *     !!          .   .0  .          !
 2011.2!                            +    *    !!          .   .  0.          !
 2011.3!                           * +        !!          .  0.   .          !
 2011.4!                           +     *    !!          .   .   0          !
 2012.1!                             +    *   !!          .   .  0.          !
 2012.2!                               +   *  !!          .   .  0.          !
 2012.3!                               +  *   !!          .   . 0 .          !
 2012.4!                              +     * !!          .   .   0          !


     27.13 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTNO=STPX$/NOPMM;                                                      
 GENR LAASTNO=LOG(AASTNO+.00001);                                             
 GENR LASTNO=LOG(ASTNO+.00001);                                               
 LHS AASTNO=EXP(LAASTNO)-.00001;                                              
  EQ  921 LAASTNO C LASTNO(-1) PSTNO;                                         
EQUATION 792  LAASTNO  
   RHS     C  LASTNO(-1)  PSTNO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  792 PLOT=0;END;                                                     

Equation number =  792
**********************

Dependent variable = LAASTNO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.028808871

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.248683546       0.076971261  -3.23086     1.000000
12785 LASTNO  ( -1)       0.870624504       0.035212303  24.72501    -4.023673
12783 PSTNO   (  0)      -0.317297459       0.096799142  -3.27790     0.873051

SE of equation            =     0.094601023
Sum of squared residuals  =  1.65563040       0.585602677E-10
Average absolute error    =     0.071928619
Sum of ABS residuals      =  13.5225803    
R squared                 =   0.95264
Durbin-Watson statistic   =   2.56186
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                +*    !!         .    .0   .         !
 1966.2!                                *+    !!         .   0.    .         !
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 2004.2!*   +                                 !!      0  .    .    .         !
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 2005.1! *   +                                !!     0   .    .    .         !
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 2005.4!    *  +                              !!        0.    .    .         !
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 2007.4!     +                                !!         .    .0   .         !
 2008.1!    *+                                !!         . 0  .    .         !
 2008.2!    +  *                              !!         .    .    .0        !
 2008.3!       +       *                      !!         .    .    .         0
 2008.4!      *      +                        !0         .    .    .         !
 2009.1!     +  *                             !!         .    .    .0        !
 2009.2!  *    +                              !!    0    .    .    .         !
 2009.3!* +                                   !!         .  0 .    .         !
 2009.4*+                                     !!         .  0 .    .         !
 2010.1+     *                                !!         .    .    .      0  !
 2010.2!  * +                                 !!         0    .    .         !
 2010.3! +                                    !!         .   0.    .         !
 2010.4!+                                     !!         .    0    .         !
 2011.1!+   *                                 !!         .    .    .  0      !
 2011.2!   +   *                              !!         .    .    .    0    !
 2011.3!    * +                               !!         . 0  .    .         !
 2011.4!   +    *                             !!         .    .    .   0     !
 2012.1!       +  *                           !!         .    .    .  0      !
 2012.2!         +    *                       !!         .    .    .    0    !
 2012.3!        *   +                         !!      0  .    .    .         !
 2012.4!      + *                             !!         .    .  0 .         !


     28.72 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKNO=UKPX$/NOPMM;                                                      
 GENR LAAUKNO=LOG(AAUKNO+.00001);                                             
 GENR LAUKNO=LOG(AUKNO+.00001);                                               
 LHS AAUKNO=EXP(LAAUKNO)-.00001;                                              
  EQ  922 LAAUKNO C LAUKNO(-1) PUKNO;                                         
EQUATION 793  LAAUKNO  
   RHS     C  LAUKNO(-1)  PUKNO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  793 PLOT=0;END;                                                     

Equation number =  793
**********************

Dependent variable = LAAUKNO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.234411214

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.113910821       0.113674983  -1.00207     1.000000
12788 LAUKNO  ( -1)       0.881018657       0.035486488  24.82688    -2.230594
12786 PUKNO   (  0)      -0.162073270       0.106924647  -1.51577     0.958243

SE of equation            =     0.126679261
Sum of squared residuals  =  2.96881249       0.279554158E-11
Average absolute error    =     0.093878854
Sum of ABS residuals      =  17.6492246    
R squared                 =   0.78527
Durbin-Watson statistic   =   2.75395
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                     +     *          !!          .   .   . 0        !
 1966.2!                        *+            !!          .  0.   .          !
 1966.3!                       +   *          !!          .   .   0          !
 1966.4!                         +*           !!          .   .0  .          !
 1967.1!                         + *          !!          .   . 0 .          !
 1967.2!                         +   *        !!          .   .  0.          !
 1967.3!                          *+          !!          .  0.   .          !
 1967.4!                         +*           !!          .   . 0 .          !
 1968.1!                       * +            !!          . 0 .   .          !
 1968.2!                      +  *            !!          .   .  0.          !
 1968.3!                        + *           !!          .   .0  .          !
 1968.4!                        +*            !!          .   .0  .          !
 1969.1!                      * +             !!          . 0 .   .          !
 1969.2!                     +      *         !!          .   .   . 0        !
 1969.3!                          +  *        !!          .   . 0 .          !
 1969.4!                        *  +          !!          .0  .   .          !
 1970.1!                       +    *         !!          .   .   .0         !
 1970.2!                           +   *      !!          .   .  0.          !
 1970.3!                         *   +        !!          0   .   .          !
 1970.4!                       *+             !!          .  0.   .          !
 1971.1!                       +              !!          .   .0  .          !
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 1971.3!                         +            !!          .  0.   .          !
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 1977.3!                        +             *!          .   .   .         0!
 1977.4!                       *            + !!  0       .   .   .          !
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 1978.3!                         *  +         !!          .0  .   .          !
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 1989.3!               *+                     !!          .  0.   .          !
 1989.4!               +                      !!          .   0   .          !
 1990.1!               +    *                 !!          .   .   0          !
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 1990.3!               *     +                !!        0 .   .   .          !
 1990.4!               +   *                  !!          .   .  0.          !
 1991.1!               *   +                  !!          0   .   .          !
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 1991.3!                 +  *                 !!          .   . 0 .          !
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 1992.4!                 *  +                 !!          0   .   .          !
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 1993.4!               +*                     !!          .   .0  .          !
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 1994.2!                    +                 !!          .   0   .          !
 1994.3!                   +     *            !!          .   .   .0         !
 1994.4!                    *   +             !!          .0  .   .          !
 1995.1!                  * +                 !!          .  0.   .          !
 1995.2!                  +    *              !!          .   .   .0         !
 1995.3!              *        +              !!      0   .   .   .          !
 1995.4!              +    *                  !!          .   .   .0         !
 1996.1!                  *+                  !!          .  0.   .          !
 1996.2!                  +                   !!          .   0   .          !
 1996.3!                * +                   !!          . 0 .   .          !
 1996.4!                + *                   !!          .   .  0.          !
 1997.1!                  +   *               !!          .   .   0          !
 1997.2!                 *   +                !!          0   .   .          !
 1997.3!                 +              *     !!          .   .   .          0
 1997.4!                    *         +       !!    0     .   .   .          !
 1998.1!                   +  *               !!          .   .  0.          !
 1998.2!                     +     *          !!          .   .   . 0        !
 1998.3!                 *        +           !!      0   .   .   .          !
 1998.4!                +     *               !!          .   .   .0         !
 1999.1!                    *+                !!          .  0.   .          !
 1999.2!                *   +                 !!          .0  .   .          !
 1999.3!            *   +                     !!          0   .   .          !
 1999.4!            +     *                   !!          .   .   . 0        !
 2000.1!                 *+                   !!          .  0.   .          !
 2000.2!                *+                    !!          .  0.   .          !
 2000.3!             *  +                     !!          . 0 .   .          !
 2000.4!             +  *                     !!          .   . 0 .          !
 2001.1!                +                     !!          .   0   .          !
 2001.2!            *  +                      !!          0   .   .          !
 2001.3!       *    +                         !!          0   .   .          !
 2001.4!        +  *                          !!          .   . 0 .          !
 2002.1!           +                          !!          .   0   .          !
 2002.2!          *+                          !!          . 0 .   .          !
 2002.3!          +*                          !!          .   .0  .          !
 2002.4!         * +                          !!          . 0 .   .          !
 2003.1!          +                           !!          .   .0  .          !
 2003.2!           +                          !!          .   0   .          !
 2003.3!          *+                          !!          .  0.   .          !
 2003.4!          *+                          !!          .  0.   .          !
 2004.1!       *  +                           !!          .0  .   .          !
 2004.2!       *+                             !!          .  0.   .          !
 2004.3!        +*                            !!          .   .0  .          !
 2004.4!         *+                           !!          .  0.   .          !
 2005.1!      *  +                            !!          .0  .   .          !
 2005.2!       +*                             !!          .   .0  .          !
 2005.3!        *+                            !!          .  0.   .          !
 2005.4!        +*                            !!          .   .0  .          !
 2006.1!     *    +                           !!          0   .   .          !
 2006.2!    *  +                              !!          . 0 .   .          !
 2006.3*     +                                !!        0 .   .   .          !
 2006.4! +                                    !!          .   0   .          !
 2007.1!   +   *                              !!          .   .  0.          !
 2007.2!        +*                            !!          .   .0  .          !
 2007.3!    *     +                           !!         0.   .   .          !
 2007.4!     +  *                             !!          .   .  0.          !
 2008.1!    *    +                            !!         0.   .   .          !
 2008.2*     +                                !!        0 .   .   .          !
 2008.3! +                                    !!          .  0.   .          !
 2008.4!   +  *                               !!          .   .  0.          !
 2009.1!       + *                            !!          .   .0  .          !
 2009.2!     *    +                           !!          0   .   .          !
 2009.3!    *  +                              !!          .0  .   .          !
 2009.4!  *   +                               !!          0   .   .          !
 2010.1! * +                                  !!          . 0 .   .          !
 2010.2!   +                                  !!          .  0.   .          !
 2010.3!    + *                               !!          .   .0  .          !
 2010.4!*      +                              !!        0 .   .   .          !
 2011.1!  +    *                              !!          .   .   0          !
 2011.2!*       +                             !!       0  .   .   .          !
 2011.3!  +                                   !!          .   0   .          !
 2011.4!*   +                                 !!          0   .   .          !
 2012.1!  +  *                                !!          .   .  0.          !
 2012.2!    * +                               !!          . 0 .   .          !
 2012.3!  *   +                               !!          0   .   .          !
 2012.4!*   +                                 !!          .0  .   .          !


     26.06 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFINO=FIPX$/NOPMM;                                                      
 GENR LAAFINO=LOG(AAFINO+.00001);                                             
 GENR LAFINO=LOG(AFINO+.00001);                                               
 LHS AAFINO=EXP(LAAFINO)-.00001;                                              
  EQ  923 LAAFINO C LAFINO(-1) PFINO;                                         
EQUATION 794  LAAFINO  
   RHS     C  LAFINO(-1)  PFINO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  794 PLOT=0;END;                                                     

Equation number =  794
**********************

Dependent variable = LAAFINO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.296244395

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.218383533       0.280122311  -4.34947     1.000000
12791 LAFINO  ( -1)       0.616556148       0.053276829  11.57269    -3.304164
12789 PFINO   (  0)      -0.044557912       0.233265251  -0.19102     0.912477

SE of equation            =     0.232304992
Sum of squared residuals  =  9.98363770      -0.207731610E-10
Average absolute error    =     0.167111184
Sum of ABS residuals      =  31.4169025    
R squared                 =   0.41995
Durbin-Watson statistic   =   2.57686
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!  * +                                 !!          .  0.   .          !
 1966.2!      *   +                           !!          .0  .   .          !
 1966.3*            +                         !!     0    .   .   .          !
 1966.4!*       +                             !!        0 .   .   .          !
 1967.1! *      +                             !!         0.   .   .          !
 1967.2!    *    +                            !!          0   .   .          !
 1967.3!           +                          !!          .   0   .          !
 1967.4!         *     +                      !!          0   .   .          !
 1968.1!              +     *                 !!          .   .   0          !
 1968.2!        *            +                !!     0    .   .   .          !
 1968.3!   *         +                        !!       0  .   .   .          !
 1968.4!        * +                           !!          . 0 .   .          !
 1969.1!        *    +                        !!          0   .   .          !
 1969.2!              +                       !!          .   0   .          !
 1969.3!             *   +                    !!          . 0 .   .          !
 1969.4!                 +                    *!          .   .   .          0
 1970.1!                   *            +     !!     0    .   .   .          !
 1970.2!                    +  *              !!          .   . 0 .          !
 1970.3!               *       +              !!         0.   .   .          !
 1970.4!                  + *                 !!          .   . 0 .          !
 1971.1!                   * +                !!          .  0.   .          !
 1971.2!               *    +                 !!          0   .   .          !
 1971.3!                  +      *            !!          .   .   .0         !
 1971.4!           *            +             !!     0    .   .   .          !
 1972.1!               +  *                   !!          .   . 0 .          !
 1972.2!                   +             *    !!          .   .   .    0     !
 1972.3!                    *        +        !!        0 .   .   .          !
 1972.4!                     + *              !!          .   .0  .          !
 1973.1!                    * +               !!          .  0.   .          !
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 1973.3!                  *       +           !!        0 .   .   .          !
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 1974.1!                    +*                !!          .   .0  .          !
 1974.2!             *       +                !!        0 .   .   .          !
 1974.3!             *   +                    !!          .0  .   .          !
 1974.4!           *     +                    !!          0   .   .          !
 1975.1!               +    *                 !!          .   .   0          !
 1975.2!                 *   +                !!          . 0 .   .          !
 1975.3!                   + *                !!          .   .0  .          !
 1975.4!                  *  +                !!          . 0 .   .          !
 1976.1!                    +                 !!          .   0   .          !
 1976.2!          *          +                !!      0   .   .   .          !
 1976.3!             * +                      !!          .  0.   .          !
 1976.4!              * +                     !!          .  0.   .          !
 1977.1!                 +       *            !!          .   .   .0         !
 1977.2!                *       +             !!         0.   .   .          !
 1977.3!                  +       *           !!          .   .   .0         !
 1977.4!                        +*            !!          .   0   .          !
 1978.1!                     *  +             !!          . 0 .   .          !
 1978.2!                     +        *       !!          .   .   . 0        !
 1978.3!                      *    +          !!          0   .   .          !
 1978.4!                      +            *  !!          .   .   .    0     !
 1979.1!                              +       !!          .   0   .          !
 1979.2!                           +    *     !!          .   .   0          !
 1979.3!                            + *       !!          .   .0  .          !
 1979.4!                           +     *    !!          .   .   0          !
 1980.1!                            *+        !!          .  0.   .          !
 1980.2!                          + *         !!          .   . 0 .          !
 1980.3!                          + *         !!          .   . 0 .          !
 1980.4!                          +*          !!          .   .0  .          !
 1981.1!                         +         *  !!          .   .   .  0       !
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 1981.3!                        *  +          !!          . 0 .   .          !
 1981.4!                       +    *         !!          .   .  0.          !
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 1982.2!                        +     *       !!          .   .   0          !
 1982.3!                        *  +          !!          . 0 .   .          !
 1982.4!                       +        *     !!          .   .   . 0        !
 1983.1!                       *    +         !!          0   .   .          !
 1983.2!                      + *             !!          .   .0  .          !
 1983.3!                       *+             !!          .   0   .          !
 1983.4!                     * +              !!          .  0.   .          !
 1984.1!                      +          *    !!          .   .   .   0      !
 1984.2!                             + *      !!          .   .0  .          !
 1984.3!                            +*        !!          .   .0  .          !
 1984.4!                      *   +           !!          .0  .   .          !
 1985.1!                      +*              !!          .   0   .          !
 1985.2!                      +        *      !!          .   .   . 0        !
 1985.3!                         *  +         !!          . 0 .   .          !
 1985.4!                      * +             !!          . 0 .   .          !
 1986.1!                      +    *          !!          .   .  0.          !
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 1986.3!                     +   *            !!          .   .  0.          !
 1986.4!                        +*            !!          .   .0  .          !
 1987.1!                        +     *       !!          .   .   .0         !
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 1987.3!                        +  *          !!          .   .  0.          !
 1987.4!                         +  *         !!          .   . 0 .          !
 1988.1!                     *    +           !!          .0  .   .          !
 1988.2!                     +   *            !!          .   . 0 .          !
 1988.3!                      *+              !!          .  0.   .          !
 1988.4!                      + *             !!          .   .0  .          !
 1989.1!                       +              !!          .   0   .          !
 1989.2!                    * +               !!          . 0 .   .          !
 1989.3!                   * +                !!          .  0.   .          !
 1989.4!                    +  *              !!          .   . 0 .          !
 1990.1!                      +               !!          .  0.   .          !
 1990.2!                      + *             !!          .   . 0 .          !
 1990.3!                  *    +              !!          0   .   .          !
 1990.4!                   + *                !!          .   .0  .          !
 1991.1!                    *+                !!          .  0.   .          !
 1991.2!                    +*                !!          .   .0  .          !
 1991.3!                 *    +               !!          .0  .   .          !
 1991.4!                   +*                 !!          .   .0  .          !
 1992.1!                     +*               !!          .   .0  .          !
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 1992.3!                     *+               !!          .   0   .          !
 1992.4!                     + *              !!          .   .0  .          !
 1993.1!                     * +              !!          .  0.   .          !
 1993.2!                      +   *           !!          .   .  0.          !
 1993.3!                     *   +            !!          . 0 .   .          !
 1993.4!                      + *             !!          .   .0  .          !
 1994.1!                       + *            !!          .   .0  .          !
 1994.2!                        +*            !!          .   .0  .          !
 1994.3!                      * +             !!          .  0.   .          !
 1994.4!                      + *             !!          .   . 0 .          !
 1995.1!                       + *            !!          .   .0  .          !
 1995.2!                        +*            !!          .   .0  .          !
 1995.3!                      * +             !!          .  0.   .          !
 1995.4!                    * +               !!          .  0.   .          !
 1996.1!                     +*               !!          .   .0  .          !
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 1996.3!                  *  +                !!          . 0 .   .          !
 1996.4!                   +*                 !!          .   0   .          !
 1997.1!                   *+                 !!          .  0.   .          !
 1997.2!                   *+                 !!          .  0.   .          !
 1997.3!                    +  *              !!          .   . 0 .          !
 1997.4!                     *+               !!          .  0.   .          !
 1998.1!                      + *             !!          .   .0  .          !
 1998.2!                       +*             !!          .   0   .          !
 1998.3!                       + *            !!          .   .0  .          !
 1998.4!                      * +             !!          . 0 .   .          !
 1999.1!                      +               !!          .   .0  .          !
 1999.2!                      +     *         !!          .   .   0          !
 1999.3!                    *    +            !!          0   .   .          !
 1999.4!                     +    *           !!          .   .   0          !
 2000.1!                         +  *         !!          .   . 0 .          !
 2000.2!                          +*          !!          .   .0  .          !
 2000.3!                        *+            !!          .  0.   .          !
 2000.4!                        +    *        !!          .   .   0          !
 2001.1!                          +           !!          .   0   .          !
 2001.2!                        *+            !!          .   0   .          !
 2001.3!                     * +              !!          . 0 .   .          !
 2001.4!                     +    *           !!          .   .   0          !
 2002.1!                        *+            !!          .  0.   .          !
 2002.2!                       +*             !!          .   .0  .          !
 2002.3!                     *  +             !!          . 0 .   .          !
 2002.4!                     +  *             !!          .   . 0 .          !
 2003.1!                      *+              !!          .  0.   .          !
 2003.2!                      +*              !!          .   0   .          !
 2003.3!                     *+               !!          .  0.   .          !
 2003.4!                     +  *             !!          .   . 0 .          !
 2004.1!                       +              !!          .  0.   .          !
 2004.2!                      + *             !!          .   .0  .          !
 2004.3!                      *+              !!          .  0.   .          !
 2004.4!                      +            *  !!          .   .   .    0     !
 2005.1!                       *      +       !!         0.   .   .          !
 2005.2!                      + *             !!          .   .0  .          !
 2005.3!                       +              !!          .   0   .          !
 2005.4!                    * +               !!          .  0.   .          !
 2006.1!                     +  *             !!          .   . 0 .          !
 2006.2!                        +  *          !!          .   . 0 .          !
 2006.3!                      *  +            !!          . 0 .   .          !
 2006.4!                     *+               !!          .  0.   .          !
 2007.1!                     +    *           !!          .   .  0.          !
 2007.2!                        +             !!          .   0   .          !
 2007.3!                       +         *    !!          .   .   .  0       !
 2007.4!                    *        +        !!        0 .   .   .          !
 2008.1!                     +       *        !!          .   .   .0         !
 2008.2!                          +*          !!          .   .0  .          !
 2008.3!                    *    +            !!          0   .   .          !
 2008.4!                     +                !!          .   0   .          !
 2009.1!                     +*               !!          .   0   .          !
 2009.2!                    * +               !!          .  0.   .          !
 2009.3!                  *  +                !!          . 0 .   .          !
 2009.4!                    + *               !!          .   . 0 .          !
 2010.1!                     *+               !!          .  0.   .          !
 2010.2!                   * +                !!          . 0 .   .          !
 2010.3!                  * +                 !!          . 0 .   .          !
 2010.4!                    +                 !!          .   0   .          !
 2011.1!                     +                !!          .   0   .          !
 2011.2!                      +*              !!          .   .0  .          !
 2011.3!                  *    +              !!          .0  .   .          !
 2011.4!                    +*                !!          .   .0  .          !
 2012.1!                      + *             !!          .   .0  .          !
 2012.2!                    *  +              !!          . 0 .   .          !
 2012.3!                     +                !!          .   0   .          !
 2012.4!                     +   *            !!          .   . 0 .          !


     25.53 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASNO=ASPX$/NOPMM;                                                      
 GENR LAAASNO=LOG(AAASNO+.00001);                                             
 GENR LAASNO=LOG(AASNO+.00001);                                               
 LHS AAASNO=EXP(LAAASNO)-.00001;                                              
  EQ  924 LAAASNO C LAASNO(-1) PASNO;                                         
EQUATION 795  LAAASNO  
   RHS     C  LAASNO(-1)  PASNO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  795 PLOT=0;END;                                                     

Equation number =  795
**********************

Dependent variable = LAAASNO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.233504196

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.370439012       0.394414087  -6.01003     1.000000
12794 LAASNO  ( -1)       0.565635509       0.060146077   9.40436    -6.235615
12792 PASNO   (  0)      -0.314430467       0.193991462  -1.62085     1.068535

SE of equation            =     0.638788057
Sum of squared residuals  =  75.4892836      -0.950794998E-11
Average absolute error    =     0.478499412
Sum of ABS residuals      =  89.9578894    
R squared                 =   0.35272
Durbin-Watson statistic   =   2.36655
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!        * +                           !!           . 0.  .           !
 1966.2!    *      +                          !!          0.  .  .           !
 1966.3!        +        *                    !!           .  .  . 0         !
 1966.4!                +  *                  !!           .  . 0.           !
 1967.1!                 +  *                 !!           .  . 0.           !
 1967.2!                  +  *                !!           .  . 0.           !
 1967.3!                  +      *            !!           .  .  .0          !
 1967.4!                    +       *         !!           .  .  .0          !
 1968.1!              *       +               !!         0 .  .  .           !
 1968.2!              +    *                  !!           .  .  0           !
 1968.3!                 +*                   !!           .  .0 .           !
 1968.4!                +*                    !!           .  0  .           !
 1969.1!                + *                   !!           .  .0 .           !
 1969.2!                +   *                 !!           .  . 0.           !
 1969.3!                  +*                  !!           .  .0 .           !
 1969.4!                 +    *               !!           .  .  0           !
 1970.1!           *       +                  !!          0.  .  .           !
 1970.2!           * +                        !!           . 0.  .           !
 1970.3!             +    *                   !!           .  .  0           !
 1970.4!                 +  *                 !!           .  . 0.           !
 1971.1!                  +   *               !!           .  . 0.           !
 1971.2!                   +  *               !!           .  .0 .           !
 1971.3!                   + *                !!           .  .0 .           !
 1971.4!                   + *                !!           .  .0 .           !
 1972.1!                   +      *           !!           .  .  .0          !
 1972.2!                   * +                !!           .0 .  .           !
 1972.3!                 +*                   !!           .  .0 .           !
 1972.4!                 +  *                 !!           .  . 0.           !
 1973.1!                 +                    !!           .  0  .           !
 1973.2!                + *                   !!           .  .0 .           !
 1973.3!                +    *                !!           .  .  0           !
 1973.4!                  +*                  !!           .  0  .           !
 1974.1!        *        +                    !!         0 .  .  .           !
 1974.2!           +    *                     !!           .  .  0           !
 1974.3!             * +                      !!           . 0.  .           !
 1974.4!             *+                       !!           . 0.  .           !
 1975.1!              +*                      !!           .  0  .           !
 1975.2!               +        *             !!           .  .  . 0         !
 1975.3!                    +           *     !!           .  .  .   0       !
 1975.4!                         +  *         !!           .  . 0.           !
 1976.1!                      +     *         !!           .  .  0           !
 1976.2!                       +   *          !!           .  . 0.           !
 1976.3!                      +   *           !!           .  . 0.           !
 1976.4!                      +               !!           .  0  .           !
 1977.1!                   *+                 !!           .  0  .           !
 1977.2!                  +      *            !!           .  .  .0          !
 1977.3!               *     +                !!           0  .  .           !
 1977.4!               +       *              !!           .  .  . 0         !
 1978.1!                    +    *            !!           .  .  0           !
 1978.2!                    *+                !!           .  0  .           !
 1978.3!                   +  *               !!           .  . 0.           !
 1978.4!                   + *                !!           .  .0 .           !
 1979.1!                   +     *            !!           .  .  0           !
 1979.2!                  *  +                !!           .0 .  .           !
 1979.3!                 +   *                !!           .  . 0.           !
 1979.4!                  *+                  !!           . 0.  .           !
 1980.1!                 +      *             !!           .  .  .0          !
 1980.2!                     +   *            !!           .  . 0.           !
 1980.3!                     +  *             !!           .  .0 .           !
 1980.4!                    +  *              !!           .  .0 .           !
 1981.1!                   *+                 !!           .  0  .           !
 1981.2!             *    +                   !!           .0 .  .           !
 1981.3!            * +                       !!           . 0.  .           !
 1981.4!     *       +                        !!         0 .  .  .           !
 1982.1!         *+                           !!           .  0  .           !
 1982.2!            +  *                      !!           .  .0 .           !
 1982.3!            *  +                      !!           .0 .  .           !
 1982.4!              +                       *!           .  .  .          0!
 1983.1!  *                         +         !0           .  .  .           !
 1983.2!        + *                           !!           .  .0 .           !
 1983.3!          *  +                        !!           .0 .  .           !
 1983.4!*           +                         !!       0   .  .  .           !
 1984.1!       + *                            !!           .  .0 .           !
 1984.2!        *   +                         !!           .0 .  .           !
 1984.3!        *  +                          !!           .0 .  .           !
 1984.4*           +                          !!       0   .  .  .           !
 1985.1!      +                               !!           .  0  .           !
 1985.2!           +*                         !!           .  .0 .           !
 1985.3!        *     +                       !!           0  .  .           !
 1985.4!     *      +                         !!          0.  .  .           !
 1986.1!       *  +                           !!           .0 .  .           !
 1986.2!           +    *                     !!           .  . 0.           !
 1986.3!         *       +                    !!          0.  .  .           !
 1986.4!      *      +                        !!          0.  .  .           !
 1987.1!           + *                        !!           .  .0 .           !
 1987.2!             * +                      !!           . 0.  .           !
 1987.3!         *     +                      !!           0  .  .           !
 1987.4!             +                        !!           .  0  .           !
 1988.1!         *     +                      !!           0  .  .           !
 1988.2!            + *                       !!           .  .0 .           !
 1988.3!        *      +                      !!          0.  .  .           !
 1988.4!           *+                         !!           . 0.  .           !
 1989.1!         *   +                        !!           .0 .  .           !
 1989.2!        *   +                         !!           .0 .  .           !
 1989.3!         *  +                         !!           . 0.  .           !
 1989.4!            +  *                      !!           .  .0 .           !
 1990.1!                +                     !!           .  0  .           !
 1990.2!        *       +                     !!         0 .  .  .           !
 1990.3!            +  *                      !!           .  . 0.           !
 1990.4!      *         +                     !!        0  .  .  .           !
 1991.1!        *  +                          !!           .0 .  .           !
 1991.2!       *    +                         !!           0  .  .           !
 1991.3!      *    +                          !!           0  .  .           !
 1991.4!         * +                          !!           . 0.  .           !
 1992.1!             +        *               !!           .  .  . 0         !
 1992.2!                  * +                 !!           . 0.  .           !
 1992.3!                  +     *             !!           .  .  0           !
 1992.4!                     +   *            !!           .  . 0.           !
 1993.1!                    * +               !!           . 0.  .           !
 1993.2!                   +     *            !!           .  .  0           !
 1993.3!                      +  *            !!           .  . 0.           !
 1993.4!                      + *             !!           .  . 0.           !
 1994.1!                    *+                !!           . 0.  .           !
 1994.2!                  *+                  !!           . 0.  .           !
 1994.3!               *  +                   !!           .0 .  .           !
 1994.4!                + *                   !!           .  .0 .           !
 1995.1!                 *+                   !!           . 0.  .           !
 1995.2!                 +*                   !!           .  0  .           !
 1995.3!                 *+                   !!           . 0.  .           !
 1995.4!                *+                    !!           . 0.  .           !
 1996.1!                 +    *               !!           .  .  0           !
 1996.2!                    +   *             !!           .  . 0.           !
 1996.3!                     *+               !!           .  0  .           !
 1996.4!                    +                 !!           .  0  .           !
 1997.1!                   +  *               !!           .  . 0.           !
 1997.2!                    +   *             !!           .  . 0.           !
 1997.3!                    *+                !!           .  0  .           !
 1997.4!                   +  *               !!           .  . 0.           !
 1998.1!                    + *               !!           .  .0 .           !
 1998.2!                    +                 !!           .  0  .           !
 1998.3!                   + *                !!           .  .0 .           !
 1998.4!                    +   *             !!           .  .  0           !
 1999.1!                   *  +               !!           . 0.  .           !
 1999.2!                   +   *              !!           .  .  0           !
 1999.3!                    *+                !!           . 0.  .           !
 1999.4!                   +   *              !!           .  . 0.           !
 2000.1!                  *  +                !!           .0 .  .           !
 2000.2!                 *+                   !!           .  0  .           !
 2000.3!                 + *                  !!           .  .0 .           !
 2000.4!                   +                  !!           .  0  .           !
 2001.1!                  +    *              !!           .  .  0           !
 2001.2!              *     +                 !!          0.  .  .           !
 2001.3!                + *                   !!           .  . 0.           !
 2001.4!                 *+                   !!           . 0.  .           !
 2002.1!                 +    *               !!           .  .  0           !
 2002.2!                   *+                 !!           .  0  .           !
 2002.3!                *  +                  !!           .0 .  .           !
 2002.4!                 +       *            !!           .  .  . 0         !
 2003.1!               *      +               !!          0.  .  .           !
 2003.2!                +    *                !!           .  .  0           !
 2003.3!                *   +                 !!           .0 .  .           !
 2003.4!            *    +                    !!           0  .  .           !
 2004.1!              +*                      !!           .  0  .           !
 2004.2!               *+                     !!           .  0  .           !
 2004.3!                +*                    !!           .  0  .           !
 2004.4!    *            +                    !!       0   .  .  .           !
 2005.1!          +        *                  !!           .  .  . 0         !
 2005.2!               *  +                   !!           .0 .  .           !
 2005.3!             *  +                     !!           .0 .  .           !
 2005.4!              +                       !!           .  0  .           !
 2006.1!           *   +                      !!           .0 .  .           !
 2006.2!         *   +                        !!           0  .  .           !
 2006.3!            +      *                  !!           .  .  .0          !
 2006.4!           *      +                   !!          0.  .  .           !
 2007.1!         *   +                        !!           0  .  .           !
 2007.2!            +*                        !!           .  .0 .           !
 2007.3!         *    +                       !!           0  .  .           !
 2007.4!            +    *                    !!           .  .  0           !
 2008.1!             *  +                     !!           .0 .  .           !
 2008.2!              +     *                 !!           .  .  0           !
 2008.3!        *        +                    !!         0 .  .  .           !
 2008.4!          *+                          !!           . 0.  .           !
 2009.1!        *   +                         !!           .0 .  .           !
 2009.2!      *    +                          !!           0  .  .           !
 2009.3!      *   +                           !!           .0 .  .           !
 2009.4!        * +                           !!           . 0.  .           !
 2010.1!           +    *                     !!           .  .  0           !
 2010.2!           *   +                      !!           .0 .  .           !
 2010.3!        *   +                         !!           .0 .  .           !
 2010.4!          + *                         !!           .  .0 .           !
 2011.1!    *       +                         !!          0.  .  .           !
 2011.2!   *    +                             !!           0  .  .           !
 2011.3!       +        *                     !!           .  .  . 0         !
 2011.4!             *+                       !!           . 0.  .           !
 2012.1!            +*                        !!           .  0  .           !
 2012.2!             +*                       !!           .  .0 .           !
 2012.3!              + *                     !!           .  . 0.           !
 2012.4!           *   +                      !!           .0 .  .           !


     24.47 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
@@EQ  925 LAASONO C LASONO(-1) PSONO;SMPL 1991.3 2012.4;OLS;EST  925 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKONO=KOPX$/NOPMM;                                                      
 GENR LAAKONO=LOG(AAKONO+.00001);                                             
 GENR LAKONO=LOG(AKONO+.00001);                                               
 LHS AAKONO=EXP(LAAKONO)-.00001;                                              
  EQ  926 LAAKONO C LAKONO(-1) PKONO;                                         
EQUATION 796  LAAKONO  
   RHS     C  LAKONO(-1)  PKONO  
 SMPL 1977.3 2012.4;                                                          
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
 OLS;EST  796 PLOT=0;END;                                                     

Equation number =  796
**********************

Dependent variable = LAAKONO 

 1977.3 -   2012.4,    0 missing obs.,  142 obs. used.

Mean of dependent variable       -4.776399274

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.639622784       0.326828692  -5.01677     1.000000
12797 LAKONO  ( -1)       0.471250843       0.073387011   6.42145    -4.800395
12795 PKONO   (  0)      -0.645641396       0.196811754  -3.28050     1.354600

SE of equation            =     0.728830318
Sum of squared residuals  =  73.8359148      -0.502353714E-11
Average absolute error    =     0.537486625
Sum of ABS residuals      =  76.3231008    
R squared                 =   0.40764
Durbin-Watson statistic   =   2.20782
SMPL and No. Obs.         = 1977.3   2012.4    142

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.3!    *   +                             !!         .0   .    .         !
 1977.4!          +                           !!         .    0    .         !
 1978.1!              +    *                  !!         .    .    0         !
 1978.2!                 *+                   !!         .   0.    .         !
 1978.3!  *             +                     !!   0     .    .    .         !
 1978.4*         +                            !!      0  .    .    .         !
 1979.1!    *   +                             !!         . 0  .    .         !
 1979.2!    *     +                           !!         0    .    .         !
 1979.3!           +    *                     !!         .    .    0         !
 1979.4!        *       +                     !!       0 .    .    .         !
 1980.1!             +  *                     !!         .    . 0  .         !
 1980.2!   *             +                    !!   0     .    .    .         !
 1980.3!      *    +                          !!         .0   .    .         !
 1980.4!      *     +                         !!         .0   .    .         !
 1981.1!            + *                       !!         .    . 0  .         !
 1981.2!    *          +                      !!     0   .    .    .         !
 1981.3!          +             *             !!         .    .    .     0   !
 1981.4!                    +        *        !!         .    .    . 0       !
 1982.1!    *                 +               !0         .    .    .         !
 1982.2!          +               *           !!         .    .    .       0 !
 1982.3!                     +      *         !!         .    .    .0        !
 1982.4!                      +     *         !!         .    .    0         !
 1983.1!               *      +               !!         0    .    .         !
 1983.2!          *    +                      !!         .0   .    .         !
 1983.3!             +               *        !!         .    .    .       0 !
 1983.4!                      +       *       !!         .    .    . 0       !
 1984.1!                      + *             !!         .    .0   .         !
 1984.2!                   +     *            !!         .    .    0         !
 1984.3!                    +*                !!         .    .0   .         !
 1984.4!                 +        *           !!         .    .    . 0       !
 1985.1!                   + *                !!         .    . 0  .         !
 1985.2!                 +             *      !!         .    .    .     0   !
 1985.3!             *         +              !!      0  .    .    .         !
 1985.4!               +            *         !!         .    .    .    0    !
 1986.1!                      +*              !!         .    .0   .         !
 1986.2!                    +      *          !!         .    .    .0        !
 1986.3!                      +   *           !!         .    .  0 .         !
 1986.4!            *        +                !!       0 .    .    .         !
 1987.1!              *+                      !!         .   0.    .         !
 1987.2!           *    +                     !!         .0   .    .         !
 1987.3!            * +                       !!         .  0 .    .         !
 1987.4!               + *                    !!         .    . 0  .         !
 1988.1!              *  +                    !!         . 0  .    .         !
 1988.2!            *  +                      !!         .  0 .    .         !
 1988.3!             +   *                    !!         .    .  0 .         !
 1988.4!                + *                   !!         .    .0   .         !
 1989.1!               * +                    !!         .   0.    .         !
 1989.2!             * +                      !!         .   0.    .         !
 1989.3!             *+                       !!         .   0.    .         !
 1989.4!         *    +                       !!         .0   .    .         !
 1990.1!            *+                        !!         .   0.    .         !
 1990.2!           *  +                       !!         . 0  .    .         !
 1990.3!              +                       !!         .    0    .         !
 1990.4!              * +                     !!         .  0 .    .         !
 1991.1!          *     +                     !!         0    .    .         !
 1991.2!            +        *                !!         .    .    . 0       !
 1991.3!          *        +                  !!       0 .    .    .         !
 1991.4!            * +                       !!         .  0 .    .         !
 1992.1!               + *                    !!         .    . 0  .         !
 1992.2!                  +     *             !!         .    .    0         !
 1992.3!               *     +                !!         0    .    .         !
 1992.4!              * +                     !!         .  0 .    .         !
 1993.1!            *  +                      !!         . 0  .    .         !
 1993.2!            *  +                      !!         .  0 .    .         !
 1993.3!          *   +                       !!         . 0  .    .         !
 1993.4!           *  +                       !!         .  0 .    .         !
 1994.1!            * +                       !!         .   0.    .         !
 1994.2!               + *                    !!         .    . 0  .         !
 1994.3!             *   +                    !!         .0   .    .         !
 1994.4!               +                      !!         .    0    .         !
 1995.1!                +    *                !!         .    .   0.         !
 1995.2!                   +      *           !!         .    .    0         !
 1995.3!                      +*              !!         .    . 0  .         !
 1995.4!                     +                !!         .    0    .         !
 1996.1!                  *+                  !!         .   0.    .         !
 1996.2!                * +                   !!         .  0 .    .         !
 1996.3!                 *+                   !!         .   0.    .         !
 1996.4!                  +                   !!         .    0    .         !
 1997.1!                  *+                  !!         .    0    .         !
 1997.2!                  +*                  !!         .    0    .         !
 1997.3!                   +                  !!         .    0    .         !
 1997.4!                     + *              !!         .    .0   .         !
 1998.1!                         +  *         !!         .    .  0 .         !
 1998.2!                          +   *       !!         .    .  0 .         !
 1998.3!                          *+          !!         .   0.    .         !
 1998.4!                         +*           !!         .    .0   .         !
 1999.1!                       +*             !!         .    .0   .         !
 1999.2!                *     +               !!         0    .    .         !
 1999.3!                  +         *         !!         .    .    .  0      !
 1999.4!                 *      +             !!         0    .    .         !
 2000.1!                  +                   !!         .    0    .         !
 2000.2!                  +      *            !!         .    .    0         !
 2000.3!                     +    *           !!         .    .   0.         !
 2000.4!                  *   +               !!         . 0  .    .         !
 2001.1!                   +     *            !!         .    .   0.         !
 2001.2!               *      +               !!        0.    .    .         !
 2001.3!               *  +                   !!         .  0 .    .         !
 2001.4!                  +   *               !!         .    .  0 .         !
 2002.1!                     +                !!         .    0    .         !
 2002.2!                    *+                !!         .   0.    .         !
 2002.3!                     +                !!         .    0    .         !
 2002.4!                     *+               !!         .    0    .         !
 2003.1!                      +         *     !!         .    .    .   0     !
 2003.2!                     *     +          !!         0    .    .         !
 2003.3!                     *+               !!         .   0.    .         !
 2003.4!                     *+               !!         .   0.    .         !
 2004.1!                 *    +               !!         .0   .    .         !
 2004.2!                   *+                 !!         .   0.    .         !
 2004.3!                *    +                !!         .0   .    .         !
 2004.4!                  * +                 !!         .  0 .    .         !
 2005.1!                  * +                 !!         .  0 .    .         !
 2005.2!                    +*                !!         .    .0   .         !
 2005.3!                  *   +               !!         . 0  .    .         !
 2005.4!                     +*               !!         .    .0   .         !
 2006.1!                      +               !!         .    0    .         !
 2006.2!                     * +              !!         .   0.    .         !
 2006.3!                      +      *        !!         .    .    .0        !
 2006.4!                    *     +           !!         0    .    .         !
 2007.1!                    * +               !!         .  0 .    .         !
 2007.2!                      +               !!         .    0    .         !
 2007.3!                *      +              !!         0    .    .         !
 2007.4!                    +*                !!         .    .0   .         !
 2008.1!                       +   *          !!         .    .   0.         !
 2008.2!                          +   *       !!         .    .  0 .         !
 2008.3!                           + *        !!         .    . 0  .         !
 2008.4!                           +   *      !!         .    .   0.         !
 2009.1!                            +  *      !!         .    . 0  .         !
 2009.2!                            +         !!         .    0    .         !
 2009.3!                          + *         !!         .    . 0  .         !
 2009.4!                          +     *     !!         .    .   0.         !
 2010.1!                            +         !!         .    0    .         !
 2010.2!                          +       *   !!         .    .    .0        !
 2010.3!                             +*       !!         .    .0   .         !
 2010.4!                           +          *!         .    .    .   0     !
 2011.1!                          *    +      !!         .0   .    .         !
 2011.2!                       * +            !!         .   0.    .         !
 2011.3!             *          +             !!     0   .    .    .         !
 2011.4!                   +                  !!         .   0.    .         !
 2012.1!                      +*              !!         .    .0   .         !
 2012.2!                        +             !!         .    0    .         !
 2012.3!                        +  *          !!         .    . 0  .         !
 2012.4!                          +*          !!         .    0    .         !


     28.87 percent of the residuals exceed 1 SE
      5.63 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBENO=BEPX$Q/NOPMM;                                                     
 GENR LAABENO=LOG(AABENO+.00001);                                             
 GENR LABENO=LOG(ABENO+.00001);                                               
 LHS AABENO=EXP(LAABENO)-.00001;                                              
  EQ  927 LAABENO C LABENO(-1) PBENO;                                         
EQUATION 797  LAABENO  
   RHS     C  LABENO(-1)  PBENO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  797 PLOT=0;END;                                                     

Equation number =  797
**********************

Dependent variable = LAABENO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.527899211

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.795693702       0.181170352  -4.39196     1.000000
12800 LABENO  ( -1)       0.737545159       0.050273008  14.67080    -3.526274
12798 PBENO   (  0)      -0.140388810       0.107011872  -1.31190     0.936108

SE of equation            =     0.113942650
Sum of squared residuals  =  2.40184160      -0.271627165E-10
Average absolute error    =     0.088728196
Sum of ABS residuals      =  16.6809008    
R squared                 =   0.56560
Durbin-Watson statistic   =   2.38867
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!          *     +                     !!         0.   .   .          !
 1966.2!           + *                        !!          .   . 0 .          !
 1966.3!          *  +                        !!          .0  .   .          !
 1966.4!         * +                          !!          .  0.   .          !
 1967.1!        * +                           !!          . 0 .   .          !
 1967.2!      *   +                           !!          .0  .   .          !
 1967.3!      * +                             !!          .  0.   .          !
 1967.4!        +      *                      !!          .   .   . 0        !
 1968.1!              + *                     !!          .   .0  .          !
 1968.2!               +   *                  !!          .   .  0.          !
 1968.3!                * +                   !!          .  0.   .          !
 1968.4!           *    +                     !!          0   .   .          !
 1969.1!           +      *                   !!          .   .   . 0        !
 1969.2!                 +         *          !!          .   .   .   0      !
 1969.3!                       +   *          !!          .   .  0.          !
 1969.4!                  *     +             !!          0   .   .          !
 1970.1!                 +    *               !!          .   .   .0         !
 1970.2!                    + *               !!          .   .0  .          !
 1970.3!                    +*                !!          .   .0  .          !
 1970.4!               *   +                  !!          0   .   .          !
 1971.1!               +                      !!          .   0   .          !
 1971.2!               + *                    !!          .   . 0 .          !
 1971.3!                 +     *              !!          .   .   .0         !
 1971.4!                 *   +                !!          .0  .   .          !
 1972.1!               *+                     !!          .  0.   .          !
 1972.2!               +  *                   !!          .   . 0 .          !
 1972.3!                 +              *     !!          .   .   .       0  !
 1972.4!                           +          !!          .   0   .          !
 1973.1!                       *+             !!          .  0.   .          !
 1973.2!                     + *              !!          .   . 0 .          !
 1973.3!                     +*               !!          .   0   .          !
 1973.4!                 *  +                 !!          . 0 .   .          !
 1974.1!                 +    *               !!          .   .   0          !
 1974.2!                    +*                !!          .   .0  .          !
 1974.3!                   +  *               !!          .   . 0 .          !
 1974.4!                    +*                !!          .   .0  .          !
 1975.1!                    +      *          !!          .   .   . 0        !
 1975.2!                    *   +             !!          .0  .   .          !
 1975.3!                  *+                  !!          .  0.   .          !
 1975.4!                 +      *             !!          .   .   . 0        !
 1976.1!                     *+               !!          .   0   .          !
 1976.2!                 *  +                 !!          . 0 .   .          !
 1976.3!                 +               *    !!          .   .   .         0!
 1976.4!                     *      +         !!        0 .   .   .          !
 1977.1!                   +  *               !!          .   .  0.          !
 1977.2!                     +    *           !!          .   .   .0         !
 1977.3!             *         +              !!     0    .   .   .          !
 1977.4!             +  *                     !!          .   . 0 .          !
 1978.1!               +*                     !!          .   .0  .          !
 1978.2!                +    *                !!          .   .   0          !
 1978.3!              *    +                  !!         0.   .   .          !
 1978.4!             +      *                 !!          .   .   .0         !
 1979.1!                  +      *            !!          .   .   . 0        !
 1979.2!                      +    *          !!          .   .   0          !
 1979.3!                        +       *     !!          .   .   .  0       !
 1979.4!                           +   *      !!          .   .  0.          !
 1980.1!                           +     *    !!          .   .   .0         !
 1980.2!                            +         *!          .   .   .   0      !
 1980.3!                        *       +     !!       0  .   .   .          !
 1980.4!                      +    *          !!          .   .   0          !
 1981.1!                    *   +             !!          .0  .   .          !
 1981.2!                   *+                 !!          .  0.   .          !
 1981.3!                  +   *               !!          .   .  0.          !
 1981.4!                    *+                !!          .  0.   .          !
 1982.1!                 * +                  !!          . 0 .   .          !
 1982.2!                *+                    !!          .  0.   .          !
 1982.3!               * +                    !!          . 0 .   .          !
 1982.4!               + *                    !!          .   .0  .          !
 1983.1!                 +                    !!          .   0   .          !
 1983.2!                 +*                   !!          .   .0  .          !
 1983.3!                  +  *                !!          .   .  0.          !
 1983.4!                    + *               !!          .   . 0 .          !
 1984.1!                   * +                !!          . 0 .   .          !
 1984.2!                  +      *            !!          .   .   . 0        !
 1984.3!                     * +              !!          . 0 .   .          !
 1984.4!                    + *               !!          .   . 0 .          !
 1985.1!                     +*               !!          .   .0  .          !
 1985.2!                  *  +                !!          . 0 .   .          !
 1985.3!                  +     *             !!          .   .   .0         !
 1985.4!                      + *             !!          .   . 0 .          !
 1986.1!                      +  *            !!          .   . 0 .          !
 1986.2!                   *   +              !!          .0  .   .          !
 1986.3!                   +             *    !!          .   .   .       0  !
 1986.4!                       *     +        !!         0.   .   .          !
 1987.1!                     +   *            !!          .   .  0.          !
 1987.2!                       +              !!          .   0   .          !
 1987.3!                  *  +                !!          .0  .   .          !
 1987.4!                 +  *                 !!          .   .  0.          !
 1988.1!                   +*                 !!          .   0   .          !
 1988.2!                 * +                  !!          .  0.   .          !
 1988.3!                 +   *                !!          .   .  0.          !
 1988.4!              *     +                 !!         0.   .   .          !
 1989.1!               +      *               !!          .   .   . 0        !
 1989.2!                    +*                !!          .   .0  .          !
 1989.3!                    +     *           !!          .   .   .0         !
 1989.4!                     * +              !!          . 0 .   .          !
 1990.1!                  *+                  !!          .  0.   .          !
 1990.2!                *+                    !!          .  0.   .          !
 1990.3!                +                     !!          .   .0  .          !
 1990.4!               *+                     !!          .  0.   .          !
 1991.1!            *  +                      !!          .0  .   .          !
 1991.2!            +   *                     !!          .   .  0.          !
 1991.3!             *  +                     !!          .0  .   .          !
 1991.4!       *     +                        !!         0.   .   .          !
 1992.1!         +    *                       !!          .   .   0          !
 1992.2!            *  +                      !!          . 0 .   .          !
 1992.3!       *     +                        !!         0.   .   .          !
 1992.4!       * +                            !!          . 0 .   .          !
 1993.1! *       +                            !!       0  .   .   .          !
 1993.2!     +  *                             !!          .   .  0.          !
 1993.3!        * +                           !!          . 0 .   .          !
 1993.4!          +  *                        !!          .   . 0 .          !
 1994.1!           * +                        !!          . 0 .   .          !
 1994.2!        *   +                         !!          0   .   .          !
 1994.3!       *  +                           !!          .0  .   .          !
 1994.4!         +      *                     !!          .   .   . 0        !
 1995.1!            *   +                     !!          .0  .   .          !
 1995.2!        *    +                        !!          0   .   .          !
 1995.3!      *   +                           !!          .0  .   .          !
 1995.4!*        +                            !!       0  .   .   .          !
 1996.1!    +*                                !!          .   .0  .          !
 1996.2!      * +                             !!          . 0 .   .          !
 1996.3!   *    +                             !!          0   .   .          !
 1996.4*       +                              !!        0 .   .   .          !
 1997.1!    +                                 !!          .   .0  .          !
 1997.2!  *     +                             !!          0   .   .          !
 1997.3!      + *                             !!          .   . 0 .          !
 1997.4!        * +                           !!          . 0 .   .          !
 1998.1!       *   +                          !!          .0  .   .          !
 1998.2!         +                            !!          .   0   .          !
 1998.3!         * +                          !!          .  0.   .          !
 1998.4!        *  +                          !!          .0  .   .          !
 1999.1!          +        *                  !!          .   .   .  0       !
 1999.2!              *   +                   !!          0   .   .          !
 1999.3!           *  +                       !!          .0  .   .          !
 1999.4!         *   +                        !!          .0  .   .          !
 2000.1!        *  +                          !!          .0  .   .          !
 2000.2!          +    *                      !!          .   .   0          !
 2000.3!            *   +                     !!          .0  .   .          !
 2000.4!           * +                        !!          . 0 .   .          !
 2001.1!        *   +                         !!          0   .   .          !
 2001.2!          +                           !!          .   0   .          !
 2001.3!            +                         !!          .   0   .          !
 2001.4!     *       +                        !!       0  .   .   .          !
 2002.1!        + *                           !!          .   .0  .          !
 2002.2!           + *                        !!          .   .0  .          !
 2002.3!              +                       !!          .   0   .          !
 2002.4!           *   +                      !!          .0  .   .          !
 2003.1!         *   +                        !!          .0  .   .          !
 2003.2!         * +                          !!          . 0 .   .          !
 2003.3!         *+                           !!          .  0.   .          !
 2003.4!        *  +                          !!          . 0 .   .          !
 2004.1!     *    +                           !!          0   .   .          !
 2004.2!        +         *                   !!          .   .   .    0     !
 2004.3!                *+                    !!          .  0.   .          !
 2004.4!           *    +                     !!          0   .   .          !
 2005.1!        *   +                         !!          .0  .   .          !
 2005.2!         +      *                     !!          .   .   .0         !
 2005.3!      *        +                      !!      0   .   .   .          !
 2005.4!        + *                           !!          .   . 0 .          !
 2006.1!           +           *              !!          .   .   .     0    !
 2006.2!   *                 +                !0          .   .   .          !
 2006.3!     +  *                             !!          .   . 0 .          !
 2006.4!         +                            !!          .   0   .          !
 2007.1!    *     +                           !!         0.   .   .          !
 2007.2!   *  +                               !!          .0  .   .          !
 2007.3!     +  *                             !!          .   . 0 .          !
 2007.4!         +*                           !!          .   .0  .          !
 2008.1*          +                           !!     0    .   .   .          !
 2008.2!  +   *                               !!          .   .  0.          !
 2008.3!       +          *                   !!          .   .   .   0      !
 2008.4!          *     +                     !!         0.   .   .          !
 2009.1!          + *                         !!          .   .0  .          !
 2009.2!           *+                         !!          .  0.   .          !
 2009.3!           + *                        !!          .   . 0 .          !
 2009.4!          * +                         !!          . 0 .   .          !
 2010.1!       *  +                           !!          .0  .   .          !
 2010.2!        +  *                          !!          .   . 0 .          !
 2010.3!         * +                          !!          . 0 .   .          !
 2010.4!         *+                           !!          .  0.   .          !
 2011.1!         +*                           !!          .   0   .          !
 2011.2!          + *                         !!          .   . 0 .          !
 2011.3!            +    *                    !!          .   .   0          !
 2011.4!               +                      !!          .  0.   .          !
 2012.1!          *   +                       !!          .0  .   .          !
 2012.2!      *   +                           !!          .0  .   .          !
 2012.3!        +*                            !!          .   .0  .          !
 2012.4!    *     +                           !!         0.   .   .          !


     27.66 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDENO=DEPX$Q/NOPMM;                                                     
 GENR LAADENO=LOG(AADENO+.00001);                                             
 GENR LADENO=LOG(ADENO+.00001);                                               
 LHS AADENO=EXP(LAADENO)-.00001;                                              
  EQ  928 LAADENO C LADENO(-1) PDENO;                                         
EQUATION 798  LAADENO  
   RHS     C  LADENO(-1)  PDENO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  798 PLOT=0;END;                                                     

Equation number =  798
**********************

Dependent variable = LAADENO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.440923753

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.280226438       0.098500795  -2.84492     1.000000
12803 LADENO  ( -1)       0.705128028       0.049460866  14.25628    -2.444095
12801 PDENO   (  0)      -0.448750854       0.122922590  -3.65068     0.974477

SE of equation            =     0.088126343
Sum of squared residuals  =  1.43675668      -0.783462184E-11
Average absolute error    =     0.067330233
Sum of ABS residuals      =  12.6580838    
R squared                 =   0.73550
Durbin-Watson statistic   =   2.38128
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1+  *                                   !!        .     .    0.        !
 1966.2!  +*                                  !!        .     .0    .        !
 1966.3!   +   *                              !!        .     .    0.        !
 1966.4!       +*                             !!        .     . 0   .        !
 1967.1!        +                             !!        .    0.     .        !
 1967.2!        +*                            !!        .     0     .        !
 1967.3!         +*                           !!        .     . 0   .        !
 1967.4!         * +                          !!        .  0  .     .        !
 1968.1!           +         *                !!        .     .     .        0
 1968.2!               *  +                   !!        . 0   .     .        !
 1968.3!              *+                      !!        .    0.     .        !
 1968.4!    *        +                        !! 0      .     .     .        !
 1969.1!     +     *                          !!        .     .     . 0      !
 1969.2!           + *                        !!        .     . 0   .        !
 1969.3!            +      *                  !!        .     .     .   0    !
 1969.4!      *          +                    !0        .     .     .        !
 1970.1!       *+                             !!        .   0 .     .        !
 1970.2!          +    *                      !!        .     .     .0       !
 1970.3!             *  +                     !!        .  0  .     .        !
 1970.4!            * +                       !!        . 0   .     .        !
 1971.1!          *   +                       !!        .0    .     .        !
 1971.2!            +*                        !!        .     0     .        !
 1971.3!              +       *               !!        .     .     .   0    !
 1971.4!             *      +                 !!    0   .     .     .        !
 1972.1!              +*                      !!        .     .0    .        !
 1972.2!               +   *                  !!        .     .    0.        !
 1972.3!               *   +                  !!        .0    .     .        !
 1972.4!                +*                    !!        .     .0    .        !
 1973.1!             *   +                    !!        .0    .     .        !
 1973.2!              +                       !!        .     0     .        !
 1973.3!               +                      !!        .     0     .        !
 1973.4!         *      +                     !!    0   .     .     .        !
 1974.1!            + *                       !!        .     .  0  .        !
 1974.2!      *        +                      !! 0      .     .     .        !
 1974.3!           +*                         !!        .     . 0   .        !
 1974.4!           *  +                       !!        . 0   .     .        !
 1975.1!        *    +                        !!       0.     .     .        !
 1975.2!           +*                         !!        .     .0    .        !
 1975.3!          *  +                        !!        . 0   .     .        !
 1975.4!          *  +                        !!        .0    .     .        !
 1976.1!        *   +                         !!        .0    .     .        !
 1976.2!    *      +                          !!    0   .     .     .        !
 1976.3!         +                            !!        .     0     .        !
 1976.4!       *    +                         !!        0     .     .        !
 1977.1!          +  *                        !!        .     .   0 .        !
 1977.2!     *         +                      !0        .     .     .        !
 1977.3!     *   +                            !!        . 0   .     .        !
 1977.4!        +                             !!        .    0.     .        !
 1978.1!        * +                           !!        .  0  .     .        !
 1978.2!          +  *                        !!        .     .   0 .        !
 1978.3!              +    *                  !!        .     .     .0       !
 1978.4!                * +                   !!        .  0  .     .        !
 1979.1!              * +                     !!        .   0 .     .        !
 1979.2!            *   +                     !!        .0    .     .        !
 1979.3!              +*                      !!        .     . 0   .        !
 1979.4!              *  +                    !!        . 0   .     .        !
 1980.1!               * +                    !!        .  0  .     .        !
 1980.2!                 +*                   !!        .     .0    .        !
 1980.3!                    +   *             !!        .     .     0        !
 1980.4!                  *      +            !!     0  .     .     .        !
 1981.1!                 *   +                !!        .0    .     .        !
 1981.2!                    + *               !!        .     .  0  .        !
 1981.3!                    *  +              !!        .0    .     .        !
 1981.4!             *        +               !!  0     .     .     .        !
 1982.1!                 +    *               !!        .     .     .0       !
 1982.2!                *      +              !!    0   .     .     .        !
 1982.3!                   +                  !!        .    0.     .        !
 1982.4!              *      +                !!    0   .     .     .        !
 1983.1!                 + *                  !!        .     .  0  .        !
 1983.2!                     +      *         !!        .     .     .   0    !
 1983.3!                           + *        !!        .     . 0   .        !
 1983.4!                   *        +         !!  0     .     .     .        !
 1984.1!                    * +               !!        .  0  .     .        !
 1984.2!                      +     *         !!        .     .     . 0      !
 1984.3!                     *      +         !!     0  .     .     .        !
 1984.4!                       +              !!        .     0     .        !
 1985.1!                        +             !!        .     0     .        !
 1985.2!                   *     +            !!      0 .     .     .        !
 1985.3!                      +  *            !!        .     .    0.        !
 1985.4!                      *  +            !!        . 0   .     .        !
 1986.1!                      +               !!        .    0.     .        !
 1986.2!                    * +               !!        . 0   .     .        !
 1986.3!                    +   *             !!        .     .    0.        !
 1986.4!                       +              !!        .     0     .        !
 1987.1!                      +      *        !!        .     .     .   0    !
 1987.2!                       *   +          !!        .0    .     .        !
 1987.3!                       +   *          !!        .     .     0        !
 1987.4!                       *  +           !!        .  0  .     .        !
 1988.1!                       +      *       !!        .     .     .   0    !
 1988.2!                         *  +         !!        .0    .     .        !
 1988.3!                        +          *  !!        .     .     .        0
 1988.4!                             *  +     !!        .0    .     .        !
 1989.1!                          * +         !!        .  0  .     .        !
 1989.2!                        * +           !!        .   0 .     .        !
 1989.3!                         +*           !!        .     . 0   .        !
 1989.4!                         +*           !!        .     .0    .        !
 1990.1!                      *  +            !!        .  0  .     .        !
 1990.2!                      +   *           !!        .     .     0        !
 1990.3!                         +  *         !!        .     .   0 .        !
 1990.4!                      *    +          !!        0     .     .        !
 1991.1!                    *  +              !!        .  0  .     .        !
 1991.2!                    +      *          !!        .     .     .   0    !
 1991.3!                        * +           !!        .  0  .     .        !
 1991.4!                        +             !!        .    0.     .        !
 1992.1!                       +   *          !!        .     .     0        !
 1992.2!                       *  +           !!        . 0   .     .        !
 1992.3!                       + *            !!        .     .   0 .        !
 1992.4!                        +   *         !!        .     .     0        !
 1993.1!                          +         * !!        .     .     .      0 !
 1993.2!                                +*    !!        .     .0    .        !
 1993.3!                               +      *!        .     .     .   0    !
 1993.4!                                  +   !!        .     0     .        !
 1994.1!                           *   +      !!        .0    .     .        !
 1994.2!                           +     *    !!        .     .     .  0     !
 1994.3!                              +    *  !!        .     .     .0       !
 1994.4!                            *   +     !!        0     .     .        !
 1995.1!                           +          !!        .     0     .        !
 1995.2!                          +   *       !!        .     .     .0       !
 1995.3!                             +   *    !!        .     .     0        !
 1995.4!                              +       !!        .     0     .        !
 1996.1!                            +*        !!        .     .0    .        !
 1996.2!                           +    *     !!        .     .     0        !
 1996.3!                              +*      !!        .     .0    .        !
 1996.4!                           *+         !!        .   0 .     .        !
 1997.1!                          *+          !!        .    0.     .        !
 1997.2!                         +*           !!        .     .0    .        !
 1997.3!                          +*          !!        .     .0    .        !
 1997.4!                          *+          !!        .     0     .        !
 1998.1!                          +           !!        .     0     .        !
 1998.2!                  *       +           !!  0     .     .     .        !
 1998.3!                    + *               !!        .     .  0  .        !
 1998.4!                    * +               !!        .  0  .     .        !
 1999.1!                     +       *        !!        .     .     .   0    !
 1999.2!                           + *        !!        .     .  0  .        !
 1999.3!                            +         !!        .     0     .        !
 1999.4!                            +         !!        .     .0    .        !
 2000.1!                        *  +          !!        .0    .     .        !
 2000.2!                         +            !!        .     .0    .        !
 2000.3!                         +  *         !!        .     .  0  .        !
 2000.4!                        *  +          !!        .0    .     .        !
 2001.1!                        + *           !!        .     .  0  .        !
 2001.2!                         +  *         !!        .     .   0 .        !
 2001.3!                           + *        !!        .     .   0 .        !
 2001.4!                           +          !!        .     0     .        !
 2002.1!                          +    *      !!        .     .     0        !
 2002.2!                             +  *     !!        .     .    0.        !
 2002.3!                             +      * !!        .     .     .  0     !
 2002.4!                                +     !!        .     0     .        !
 2003.1!                            + *       !!        .     . 0   .        !
 2003.2!                            + *       !!        .     .   0 .        !
 2003.3!                            +         !!        .     0     .        !
 2003.4!                       * +            !!        .  0  .     .        !
 2004.1!                      +               !!        .     0     .        !
 2004.2!                      +   *           !!        .     .     .0       !
 2004.3!                        +             !!        .    0.     .        !
 2004.4!                     *+               !!        .  0  .     .        !
 2005.1!                    +                 !!        .    0.     .        !
 2005.2!                   +*                 !!        .     0     .        !
 2005.3!                   + *                !!        .     . 0   .        !
 2005.4!                   *+                 !!        .   0 .     .        !
 2006.1!                   +                  !!        .     .0    .        !
 2006.2!                   + *                !!        .     .  0  .        !
 2006.3!                    +*                !!        .     .0    .        !
 2006.4!                *    +                !!        0     .     .        !
 2007.1!                 + *                  !!        .     . 0   .        !
 2007.2!               *   +                  !!        0     .     .        !
 2007.3!                 +*                   !!        .     . 0   .        !
 2007.4!                 *+                   !!        .    0.     .        !
 2008.1!                  +*                  !!        .     . 0   .        !
 2008.2!                *  +                  !!        . 0   .     .        !
 2008.3!                + *                   !!        .     . 0   .        !
 2008.4!                  +*                  !!        .     . 0   .        !
 2009.1!                   +   *              !!        .     .    0.        !
 2009.2!                  *   +               !!        .0    .     .        !
 2009.3!                  +     *             !!        .     .     . 0      !
 2009.4!                *     +               !!      0 .     .     .        !
 2010.1!                 +  *                 !!        .     .   0 .        !
 2010.2!                   *+                 !!        .    0.     .        !
 2010.3!                    +                 !!        .     0     .        !
 2010.4!              *      +                !!     0  .     .     .        !
 2011.1!                +*                    !!        .     . 0   .        !
 2011.2!                  +  *                !!        .     .  0  .        !
 2011.3!                     +*               !!        .     .0    .        !
 2011.4!                    * +               !!        .   0 .     .        !
 2012.1!                     +                !!        .     0     .        !
 2012.2!                     + *              !!        .     . 0   .        !
 2012.3!                      +  *            !!        .     .   0 .        !
 2012.4!                       *+             !!        .    0.     .        !


     27.66 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWNO=SWPX$Q/NOPMM;                                                     
 GENR LAASWNO=LOG(AASWNO+.00001);                                             
 GENR LASWNO=LOG(ASWNO+.00001);                                               
 LHS AASWNO=EXP(LAASWNO)-.00001;                                              
  EQ  929 LAASWNO C LASWNO(-1) PSWNO;                                         
EQUATION 799  LAASWNO  
   RHS     C  LASWNO(-1)  PSWNO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  799 PLOT=0;END;                                                     

Equation number =  799
**********************

Dependent variable = LAASWNO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -1.595459223

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.541671750       0.086693646  -6.24811     1.000000
12806 LASWNO  ( -1)       0.285520635       0.068792218   4.15048    -1.596059
12804 PSWNO   (  0)      -0.547787861       0.078560261  -6.97284     1.091809

SE of equation            =     0.080495728
Sum of squared residuals  =  1.19871901       0.149835699E-11
Average absolute error    =     0.063039166
Sum of ABS residuals      =  11.8513632    
R squared                 =   0.48064
Durbin-Watson statistic   =   2.07724
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     *       +                        !!         0 .  .  .           !
 1966.2!      *+                              !!           . 0.  .           !
 1966.3!    *  +                              !!           .0 .  .           !
 1966.4!        +     *                       !!           .  .  0           !
 1967.1!        *     +                       !!           0  .  .           !
 1967.2!           +       *                  !!           .  .  .0          !
 1967.3!            * +                       !!           . 0.  .           !
 1967.4!           *+                         !!           . 0.  .           !
 1968.1!       *     +                        !!           0  .  .           !
 1968.2!         +      *                     !!           .  .  .0          !
 1968.3!              + *                     !!           .  .0 .           !
 1968.4!    *        +                        !!         0 .  .  .           !
 1969.1!         +      *                     !!           .  .  .0          !
 1969.2!       *     +                        !!           0  .  .           !
 1969.3!    *    +                            !!           0  .  .           !
 1969.4!         +   *                        !!           .  . 0.           !
 1970.1!            +     *                   !!           .  .  0           !
 1970.2!           *   +                      !!           0  .  .           !
 1970.3!            +*                        !!           .  .0 .           !
 1970.4!             +         *              !!           .  .  . 0         !
 1971.1!              *  +                    !!           . 0.  .           !
 1971.2!      *       +                       !!         0 .  .  .           !
 1971.3!             +*                       !!           .  0  .           !
 1971.4!               +        *             !!           .  .  . 0         !
 1972.1!                  +       *           !!           .  .  .0          !
 1972.2!             *     +                  !!           0  .  .           !
 1972.3!               *+                     !!           . 0.  .           !
 1972.4!             *   +                    !!           .0 .  .           !
 1973.1!                 +*                   !!           .  0  .           !
 1973.2!                   +                  !!           .  0  .           !
 1973.3!        *         +                   !!        0  .  .  .           !
 1973.4!           *    +                     !!           0  .  .           !
 1974.1!               +        *             !!           .  .  . 0         !
 1974.2!                  +             *     !!           .  .  .    0      !
 1974.3!         *            +               !!       0   .  .  .           !
 1974.4!            +  *                      !!           .  .0 .           !
 1975.1!             +                        !!           .  0  .           !
 1975.2!             +      *                 !!           .  .  .0          !
 1975.3!                +*                    !!           .  .0 .           !
 1975.4!                 +   *                !!           .  . 0.           !
 1976.1!         *      +                     !!          0.  .  .           !
 1976.2!          *  +                        !!           .0 .  .           !
 1976.3!              +    *                  !!           .  .  0           !
 1976.4!                +  *                  !!           .  . 0.           !
 1977.1!             *  +                     !!           .0 .  .           !
 1977.2!              *  +                    !!           .0 .  .           !
 1977.3!        *         +                   !!         0 .  .  .           !
 1977.4!                 +               *    !!           .  .  .     0     !
 1978.1!                  *     +             !!          0.  .  .           !
 1978.2!                     +   *            !!           .  . 0.           !
 1978.3!                      + *             !!           .  .0 .           !
 1978.4!                      +               !!           .  0  .           !
 1979.1!                      +      *        !!           .  .  .0          !
 1979.2!                  *    +              !!           0  .  .           !
 1979.3!                    +                 !!           .  0  .           !
 1979.4!                     +  *             !!           .  .0 .           !
 1980.1!                       +    *         !!           .  .  0           !
 1980.2!                  *    +              !!           0  .  .           !
 1980.3!                     +                !!           .  0  .           !
 1980.4!                      +     *         !!           .  .  0           !
 1981.1!                  *      +            !!          0.  .  .           !
 1981.2!                    *+                !!           . 0.  .           !
 1981.3!                    *  +              !!           . 0.  .           !
 1981.4!                *        +            !!         0 .  .  .           !
 1982.1!                    *   +             !!           .0 .  .           !
 1982.2!                    *   +             !!           .0 .  .           !
 1982.3!                        +    *        !!           .  .  0           !
 1982.4!                         *    +       !!           0  .  .           !
 1983.1!                             +     *  !!           .  .  .0          !
 1983.2!                              +       *!           .  .  .0          !
 1983.3!                           *  +       !!           .0 .  .           !
 1983.4!                            +   *     !!           .  . 0.           !
 1984.1!                             *+       !!           .  0  .           !
 1984.2!                      *    +          !!           0  .  .           !
 1984.3!                     *    +           !!           0  .  .           !
 1984.4!                         +       *    !!           .  .  .0          !
 1985.1!                          *  +        !!           .0 .  .           !
 1985.2!                          +*          !!           .  .0 .           !
 1985.3!                           +*         !!           .  .0 .           !
 1985.4!                          +        *  !!           .  .  . 0         !
 1986.1!                       *    +         !!           0  .  .           !
 1986.2!                        +  *          !!           .  . 0.           !
 1986.3!                    *     +           !!           0  .  .           !
 1986.4!                       +           *  !!           .  .  .   0       !
 1987.1!                           +          !!           .  0  .           !
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 1988.3!                       +   *          !!           .  .  0           !
 1988.4!                       +   *          !!           .  . 0.           !
 1989.1!                       +     *        !!           .  .  0           !
 1989.2!                       +              !!           .  .0 .           !
 1989.3!                    *+                !!           . 0.  .           !
 1989.4!                     +   *            !!           .  .  0           !
 1990.1!                      +  *            !!           .  . 0.           !
 1990.2!                *     +               !!          0.  .  .           !
 1990.3!                   + *                !!           .  .0 .           !
 1990.4!                     +  *             !!           .  . 0.           !
 1991.1!              *       +               !!         0 .  .  .           !
 1991.2!               +     *                !!           .  .  0           !
 1991.3!            *        +                !!         0 .  .  .           !
 1991.4!               *   +                  !!           .0 .  .           !
 1992.1!              *    +                  !!           0  .  .           !
 1992.2!           *       +                  !!         0 .  .  .           !
 1992.3!           *     +                    !!          0.  .  .           !
 1992.4!                 *  +                 !!           .0 .  .           !
 1993.1!                    *   +             !!           .0 .  .           !
 1993.2!               *         +            !!        0  .  .  .           !
 1993.3!           *            +             !!       0   .  .  .           !
 1993.4!                 *      +             !!          0.  .  .           !
 1994.1!                 *       +            !!         0 .  .  .           !
 1994.2!                        + *           !!           .  .0 .           !
 1994.3!              *            +          !!      0    .  .  .           !
 1994.4!                      +   *           !!           .  . 0.           !
 1995.1!                     *   +            !!           .0 .  .           !
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 1995.3!                   *  +               !!           .0 .  .           !
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 1996.3!                      + *             !!           .  .0 .           !
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 1997.1!                         +   *        !!           .  . 0.           !
 1997.2!                          +  *        !!           .  . 0.           !
 1997.3*                         +            !0           .  .  .           !
 1997.4!             *  +                     !!           .0 .  .           !
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 1998.2!              *       +               !!         0 .  .  .           !
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 2002.3!                          *  +        !!           .0 .  .           !
 2002.4!                           +       *  !!           .  .  . 0         !
 2003.1!                             + *      !!           .  . 0.           !
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 2003.3!                            +         !!           .  0  .           !
 2003.4!                          +        *  !!           .  .  . 0         !
 2004.1!                             +   *    !!           .  . 0.           !
 2004.2!                            +   *     !!           .  . 0.           !
 2004.3!                            +  *      !!           .  . 0.           !
 2004.4!                           +     *    !!           .  .  .0          !
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 2005.3!                          + *         !!           .  .0 .           !
 2005.4!                           +     *    !!           .  .  0           !
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 2006.3!                           + *        !!           .  . 0.           !
 2006.4!                          +    *      !!           .  .  0           !
 2007.1!                         *+           !!           .  0  .           !
 2007.2!                     *  +             !!           .0 .  .           !
 2007.3!                     * +              !!           . 0.  .           !
 2007.4!                       +     *        !!           .  .  0           !
 2008.1!                        *+            !!           . 0.  .           !
 2008.2!                        +*            !!           .  0  .           !
 2008.3!                      *  +            !!           . 0.  .           !
 2008.4!                          +*          !!           .  .0 .           !
 2009.1!                           +*         !!           .  0  .           !
 2009.2!                          *+          !!           .  0  .           !
 2009.3!                          +           !!           .  0  .           !
 2009.4!                          +           !!           .  0  .           !
 2010.1!                          +*          !!           .  .0 .           !
 2010.2!                           +          !!           .  0  .           !
 2010.3!                         +*           !!           .  0  .           !
 2010.4!                       * +            !!           . 0.  .           !
 2011.1!                     * +              !!           .0 .  .           !
 2011.2!                       +   *          !!           .  . 0.           !
 2011.3!                     *   +            !!           .0 .  .           !
 2011.4!                        +     *       !!           .  .  0           !
 2012.1!                           +   *      !!           .  .  0           !
 2012.2!                         * +          !!           . 0.  .           !
 2012.3!                         +            !!           .  0  .           !
 2012.4!                          +      *    !!           .  .  .0          !


     30.85 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGRNO=GRPX$Q/NOPMM;                                                     
 GENR LAAGRNO=LOG(AAGRNO+.00001);                                             
 GENR LAGRNO=LOG(AGRNO+.00001);                                               
 LHS AAGRNO=EXP(LAAGRNO)-.00001;                                              
  EQ  930 LAAGRNO C LAGRNO(-1) PGRNO;                                         
EQUATION 800  LAAGRNO  
   RHS     C  LAGRNO(-1)  PGRNO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  800 PLOT=0;END;                                                     

Equation number =  800
**********************

Dependent variable = LAAGRNO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -7.154687791

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.483020368       0.367963938  -4.03034     1.000000
12809 LAGRNO  ( -1)       0.561181521       0.061013201   9.19771    -7.149306
12807 PGRNO   (  0)      -1.703076709       0.389887309  -4.36813     0.974477

SE of equation            =     0.449352248
Sum of squared residuals  =  37.3547270      -0.494457808E-10
Average absolute error    =     0.315666685
Sum of ABS residuals      =  59.3453367    
R squared                 =   0.56451
Durbin-Watson statistic   =   2.28212
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                     *  +             !!            .0. .            !
 1966.2!                  * +                 !!            .0. .            !
 1966.3!                  +  *                !!            . . 0            !
 1966.4!                    +  *              !!            . .0.            !
 1967.1!                *     +               !!           0. . .            !
 1967.2!                * +                   !!            .0. .            !
 1967.3!                  +    *              !!            . . .0           !
 1967.4!                      +   *           !!            . . .0           !
 1968.1!                 *      +             !!          0 . . .            !
 1968.2!                 *+                   !!            .0. .            !
 1968.3!                  + *                 !!            . .0.            !
 1968.4!                    +       *         !!            . . .  0         !
 1969.1!                 *      +             !!          0 . . .            !
 1969.2!                * +                   !!            .0. .            !
 1969.3!                 +         *          !!            . . .   0        !
 1969.4!                        +             !!            . 0 .            !
 1970.1!               *       +              !!          0 . . .            !
 1970.2!                   +      *           !!            . . . 0          !
 1970.3!                      *  +            !!            .0. .            !
 1970.4!                       +  *           !!            . . 0            !
 1971.1!                     *   +            !!           0. . .            !
 1971.2!                    * +               !!            .0. .            !
 1971.3!                  *   +               !!           0. . .            !
 1971.4!                     +  *             !!            . . 0            !
 1972.1!                 *      +             !!          0 . . .            !
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 1972.3!                    *  +              !!            0 . .            !
 1972.4!                     +    *           !!            . . .0           !
 1973.1!              *        +              !!         0  . . .            !
 1973.2!                 +                    !!            . 0 .            !
 1973.3!             *     +                  !!          0 . . .            !
 1973.4!              +   *                   !!            . . 0            !
 1974.1!                 +      *             !!            . . . 0          !
 1974.2!                       +     *        !!            . . . 0          !
 1974.3!                         *+           !!            .0. .            !
 1974.4!                     *  +             !!            .0. .            !
 1975.1!                     * +              !!            .0. .            !
 1975.2!                     * +              !!            .0. .            !
 1975.3!                       +*             !!            . 0 .            !
 1975.4!                          +      *    !!            . . . 0          !
 1976.1!                     *        +       !!         0  . . .            !
 1976.2!                      * +             !!            .0. .            !
 1976.3!                        + *           !!            . .0.            !
 1976.4!                         +*           !!            . 0 .            !
 1977.1!                  *      +            !!          0 . . .            !
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 1977.3!                  *   +               !!           0. . .            !
 1977.4!                  *+                  !!            . 0 .            !
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 1978.2!                  *  +                !!            0 . .            !
 1978.3!                    *+                !!            .0. .            !
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 1979.1!                     +*               !!            . 0 .            !
 1979.2!                      +               !!            . 0 .            !
 1979.3!                *     +               !!          0 . . .            !
 1979.4!                  +     *             !!            . . .0           !
 1980.1!                   *   +              !!           0. . .            !
 1980.2!                   * +                !!            .0. .            !
 1980.3!                  *  +                !!            0 . .            !
 1980.4!                     +   *            !!            . . .0           !
 1981.1*                        +             !0            . . .            !
 1981.2!        *+                            !!            .0. .            !
 1981.3!              +  *                    !!            . . 0            !
 1981.4!                    +  *              !!            . . 0            !
 1982.1!                *       +             !!         0  . . .            !
 1982.2!              *     +                 !!           0. . .            !
 1982.3!                 * +                  !!            0 . .            !
 1982.4!            *       +                 !!         0  . . .            !
 1983.1!                *  +                  !!            0 . .            !
 1983.2!                 *  +                 !!            0 . .            !
 1983.3!                 *   +                !!           0. . .            !
 1983.4!                     +  *             !!            . . 0            !
 1984.1!            *            +            !!       0    . . .            !
 1984.2!                  +*                  !!            . .0.            !
 1984.3!                  *   +               !!            0 . .            !
 1984.4!                   * +                !!            .0. .            !
 1985.1!                     + *              !!            . . 0            !
 1985.2!                       *+             !!            . 0 .            !
 1985.3!                      * +             !!            .0. .            !
 1985.4!                        + *           !!            . .0.            !
 1986.1!                           +          !!            . 0 .            !
 1986.2!                            +         !!            . 0 .            !
 1986.3!                           *+         !!            . 0 .            !
 1986.4!                            +   *     !!            . . .0           !
 1987.1!                           *   +      !!            0 . .            !
 1987.2!                           *+         !!            .0. .            !
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 1987.4!                              +  *    !!            . .0.            !
 1988.1!                         *     +      !!          0 . . .            !
 1988.2!                         + *          !!            . .0.            !
 1988.3!                           +   *      !!            . . 0            !
 1988.4!                              +  *    !!            . . 0            !
 1989.1!                              *+      !!            .0. .            !
 1989.2!                             +    *   !!            . . .0           !
 1989.3!                               +   *  !!            . . 0            !
 1989.4!                                + *   !!            . .0.            !
 1990.1!                                + *   !!            . .0.            !
 1990.2!                                + *   !!            . .0.            !
 1990.3!                                +     !!            . 0 .            !
 1990.4!                               +   *  !!            . . 0            !
 1991.1!                                *+    !!            . 0 .            !
 1991.2!                              +     * !!            . . . 0          !
 1991.3!                             *   +    !!           0. . .            !
 1991.4!                             +    *   !!            . . .0           !
 1992.1!                                +*    !!            . .0.            !
 1992.2!                                + *   !!            . .0.            !
 1992.3!                                +   * !!            . . 0            !
 1992.4!                                 + *  !!            . .0.            !
 1993.1!                              * +     !!            .0. .            !
 1993.2!                              +*      !!            . .0.            !
 1993.3!                               +      !!            . 0 .            !
 1993.4!                               + *    !!            . .0.            !
 1994.1!                               *+     !!            .0. .            !
 1994.2!                              +       !!            . 0 .            !
 1994.3!                            * +       !!            .0. .            !
 1994.4!                             +     *  !!            . . . 0          !
 1995.1!                             *   +    !!            0 . .            !
 1995.2!                             +        !!            . 0 .            !
 1995.3!                             +   *    !!            . . 0            !
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 1996.1!                             +*       !!            . 0 .            !
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 1998.1!                            +   *     !!            . . 0            !
 1998.2!                               +      !!            . 0 .            !
 1998.3!                              +       !!            . 0 .            !
 1998.4!                             +        !!            . 0 .            !
 1999.1!                             +   *    !!            . . 0            !
 1999.2!                               +      !!            . 0 .            !
 1999.3!                              + *     !!            . .0.            !
 1999.4!                              + *     !!            . .0.            !
 2000.1!                              +*      !!            . 0 .            !
 2000.2!                              + *     !!            . .0.            !
 2000.3!                              +   *   !!            . . 0            !
 2000.4!                               +*     !!            . 0 .            !
 2001.1!                              +*      !!            . 0 .            !
 2001.2!                              +  *    !!            . . 0            !
 2001.3!                           *   +      !!            0 . .            !
 2001.4!                           +   *      !!            . . 0            !
 2002.1!                              +*      !!            . .0.            !
 2002.2!                            *+        !!            . 0 .            !
 2002.3!                            +*        !!            . .0.            !
 2002.4!                           *+         !!            . 0 .            !
 2003.1!                           + *        !!            . . 0            !
 2003.2!                            + *       !!            . .0.            !
 2003.3!                            +*        !!            . .0.            !
 2003.4!                           +          !!            . 0 .            !
 2004.1!                          +*          !!            . .0.            !
 2004.2!                         + *          !!            . .0.            !
 2004.3!                          +           *!            . . .    0       !
 2004.4!                            *   +     !!            0 . .            !
 2005.1!                          +           !!            . 0 .            !
 2005.2!                        *+            !!            . 0 .            !
 2005.3!                        +*            !!            . .0.            !
 2005.4!                        +             !!            .0. .            !
 2006.1!                       +  *           !!            . .0.            !
 2006.2!                        +*            !!            . 0 .            !
 2006.3!                       *+             !!            . 0 .            !
 2006.4!                      *+              !!            .0. .            !
 2007.1!                      +               !!            . 0 .            !
 2007.2!                    * +               !!            .0. .            !
 2007.3!                     +    *           !!            . . .0           !
 2007.4!                       +              !!            . 0 .            !
 2008.1!                      +   *           !!            . . 0            !
 2008.2!                      + *             !!            . .0.            !
 2008.3!                      +    *          !!            . . .0           !
 2008.4!                        +             !!            . 0 .            !
 2009.1!                       +*             !!            . 0 .            !
 2009.2!                       +*             !!            . .0.            !
 2009.3!                      +  *            !!            . . 0            !
 2009.4!                      + *             !!            . .0.            !
 2010.1!                     *+               !!            .0. .            !
 2010.2!                     +                !!            . 0 .            !
 2010.3!                     +                !!            . 0 .            !
 2010.4!                     +                !!            . .0.            !
 2011.1!                    +*                !!            . .0.            !
 2011.2!                    + *               !!            . .0.            !
 2011.3!                    +   *             !!            . . 0            !
 2011.4!                    * +               !!            .0. .            !
 2012.1!                 * +                  !!            .0. .            !
 2012.2!                  +                   !!            . 0 .            !
 2012.3!                  +  *                !!            . . 0            !
 2012.4!                   *+                 !!            .0. .            !


     22.87 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRNO=IRPX$Q/NOPMM;                                                     
 GENR LAAIRNO=LOG(AAIRNO+.00001);                                             
 GENR LAIRNO=LOG(AIRNO+.00001);                                               
 LHS AAIRNO=EXP(LAAIRNO)-.00001;                                              
  EQ  931 LAAIRNO C LAIRNO(-1) PIRNO;                                         
EQUATION 801  LAAIRNO  
   RHS     C  LAIRNO(-1)  PIRNO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  801 PLOT=0;END;                                                     

Equation number =  801
**********************

Dependent variable = LAAIRNO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.418397717

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.173875499       0.253805991   0.68507     1.000000
12812 LAIRNO  ( -1)       0.915312537       0.028155927  32.50870    -5.432905
12810 PIRNO   (  0)      -0.550492119       0.302096973  -1.82224     1.125297

SE of equation            =     0.349140763
Sum of squared residuals  =  22.5513654       0.120898846E-10
Average absolute error    =     0.229901157
Sum of ABS residuals      =  43.2214176    
R squared                 =   0.92846
Durbin-Watson statistic   =   2.49794
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!      + *                             !!           .  . 0.           !
 1966.2!        *+                            !!           . 0.  .           !
 1966.3!     *  +                             !!           0  .  .           !
 1966.4!      +*                              !!           .  .0 .           !
 1967.1*        +                             !!    0      .  .  .           !
 1967.2!+   *                                 !!           .  .  .0          !
 1967.3!     + *                              !!           .  .  0           !
 1967.4*        +                             !!    0      .  .  .           !
 1968.1! +   *                                !!           .  .  .0          !
 1968.2!     *+                               !!           . 0.  .           !
 1968.3!      + *                             !!           .  . 0.           !
 1968.4!         +*                           !!           .  .0 .           !
 1969.1!        *  +                          !!           0  .  .           !
 1969.2!       * +                            !!           . 0.  .           !
 1969.3!       *+                             !!           .0 .  .           !
 1969.4!        +  *                          !!           .  .  0           !
 1970.1!       *    +                         !!         0 .  .  .           !
 1970.2!      * +                             !!           .0 .  .           !
 1970.3!       +   *                          !!           .  .  0           !
 1970.4!            +          *              !!           .  .  .         0 !
 1971.1!         *             +              !0           .  .  .           !
 1971.2!       *  +                           !!           0  .  .           !
 1971.3!        +     *                       !!           .  .  .  0        !
 1971.4!              +                       !!           . 0.  .           !
 1972.1!              +                       !!           .  0  .           !
 1972.2!             *+                       !!           . 0.  .           !
 1972.3!             +*                       !!           .  .0 .           !
 1972.4!               +*                     !!           .  .0 .           !
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 1973.3!          *     +                     !!        0  .  .  .           !
 1973.4!           +   *                      !!           .  .  0           !
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 1974.2!              * +                     !!           .0 .  .           !
 1974.3!              *+                      !!           . 0.  .           !
 1974.4!               +   *                  !!           .  .  .0          !
 1975.1!             *      +                 !!       0   .  .  .           !
 1975.2!       *      +                       !!       0   .  .  .           !
 1975.3!         +   *                        !!           .  .  . 0         !
 1975.4!               +*                     !!           .  . 0.           !
 1976.1!                *+                    !!           . 0.  .           !
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 1977.2!                *     +               !!        0  .  .  .           !
 1977.3!             *   +                    !!          0.  .  .           !
 1977.4!              + *                     !!           .  . 0.           !
 1978.1!                +                     !!           .  0  .           !
 1978.2!                 +                    !!           .  0  .           !
 1978.3!               * +                    !!           .0 .  .           !
 1978.4!               +  *                   !!           .  .  0           !
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 1979.3!                +  *                  !!           .  .  0           !
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 1980.2!                      *+              !!           . 0.  .           !
 1980.3!                    * +               !!           .0 .  .           !
 1980.4!                     +  *             !!           .  .  0           !
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 1981.2!                      *+              !!           . 0.  .           !
 1981.3!                    * +               !!           .0 .  .           !
 1981.4!                     +                !!           .  0  .           !
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 1982.2!                      +*              !!           .  .0 .           !
 1982.3!                       +              !!           . 0.  .           !
 1982.4!                      *+              !!           .  0  .           !
 1983.1!                      + *             !!           .  . 0.           !
 1983.2!                        +*            !!           .  .0 .           !
 1983.3!                       * +            !!           .0 .  .           !
 1983.4!                       +  *           !!           .  .  0           !
 1984.1!                          +  *        !!           .  .  .0          !
 1984.2!                            *+        !!           . 0.  .           !
 1984.3!                            +         !!           .  0  .           !
 1984.4!                           +          !!           . 0.  .           !
 1985.1!                           +  *       !!           .  .  0           !
 1985.2!                             +*       !!           .  .0 .           !
 1985.3!                          *   +       !!           0  .  .           !
 1985.4!                          +  *        !!           .  .  0           !
 1986.1!                            *+        !!           .  0  .           !
 1986.2!                          * +         !!           .0 .  .           !
 1986.3!                          +*          !!           .  .0 .           !
 1986.4!                           + *        !!           .  .  0           !
 1987.1!                             +*       !!           .  .0 .           !
 1987.2!                              +*      !!           .  .0 .           !
 1987.3!                              *+      !!           . 0.  .           !
 1987.4!                              +*      !!           .  .0 .           !
 1988.1!                              + *     !!           .  .0 .           !
 1988.2!                               + *    !!           .  .0 .           !
 1988.3!                                +*    !!           .  .0 .           !
 1988.4!                                +     !!           .  0  .           !
 1989.1!                               +  *   !!           .  .  0           !
 1989.2!                                 +    !!           .  0  .           !
 1989.3!                                +     !!           .  0  .           !
 1989.4!                               +*     !!           .  .0 .           !
 1990.1!                               *+     !!           .  0  .           !
 1990.2!                             * +      !!           .0 .  .           !
 1990.3!                             +        !!           .  0  .           !
 1990.4!                             + *      !!           .  .0 .           !
 1991.1!                              *+      !!           . 0.  .           !
 1991.2!                              + *     !!           .  . 0.           !
 1991.3!                              * +     !!           .0 .  .           !
 1991.4!                              +       !!           .  0  .           !
 1992.1!                              +       !!           .  0  .           !
 1992.2!                             +*       !!           .  0  .           !
 1992.3!                              +       !!           .  0  .           !
 1992.4!                              + *     !!           .  . 0.           !
 1993.1!                               + *    !!           .  . 0.           !
 1993.2!                                 +    !!           .  0  .           !
 1993.3!                                +*    !!           .  0  .           !
 1993.4!                                +     !!           .  0  .           !
 1994.1!                                +*    !!           .  .0 .           !
 1994.2!                                 +    !!           .  0  .           !
 1994.3!                                +     !!           .  0  .           !
 1994.4!                                +     *!           .  .  .   0       !
 1995.1!                                   * +!!           .0 .  .           !
 1995.2!                                   +  !!           .  0  .           !
 1995.3!                                   +  !!           .  .0 .           !
 1995.4!                                   +* !!           .  .0 .           !
 1996.1!                                   *+ !!           . 0.  .           !
 1996.2!                                  +   !!           .  0  .           !
 1996.3!                                  + * !!           .  . 0.           !
 1996.4!                                   +  *!           .  .  0           !
 1997.1!                                   * +!!           .0 .  .           !
 1997.2!                                   +  !!           .  .0 .           !
 1997.3!                                   +  !!           .  0  .           !
 1997.4!                                  + * !!           .  . 0.           !
 1998.1!                                    + !!           .  0  .           !
 1998.2!                                   +* !!           .  .0 .           !
 1998.3!                                   +  !!           .  0  .           !
 1998.4!                                  + * !!           .  .0 .           !
 1999.1!                                   +* !!           .  .0 .           !
 1999.2!                                   +* !!           .  0  .           !
 1999.3!                                   +* !!           .  .0 .           !
 1999.4!                                    + *!           .  . 0.           !
 2000.1!                                     +!!           . 0.  .           !
 2000.2!                                    + !!           .  0  .           !
 2000.3!                                    + !!           .  .0 .           !
 2000.4!                                    +*!!           .  . 0.           !
 2001.1!                                    *+!!           .  0  .           !
 2001.2!                                    + !!           .  0  .           !
 2001.3!                                   +  !!           .  0  .           !
 2001.4!                                  +*  !!           .  .0 .           !
 2002.1!                                  +*  !!           .  . 0.           !
 2002.2!                                  *+  !!           . 0.  .           !
 2002.3!                                 +    !!           .  0  .           !
 2002.4!                                 + *  !!           .  . 0.           !
 2003.1!                                  +  *!!           .  .  0           !
 2003.2!                                  *  +!!           0  .  .           !
 2003.3!                                  +   !!           .  0  .           !
 2003.4!                                 +*   !!           .  .0 .           !
 2004.1!                                  +*  !!           .  .0 .           !
 2004.2!                                 *+   !!           .0 .  .           !
 2004.3!                                 +*   !!           .  .0 .           !
 2004.4!                                  +   !!           .  .0 .           !
 2005.1!                                  + * !!           .  .0 .           !
 2005.2!                                  *+  !!           . 0.  .           !
 2005.3!                                  +*  !!           .  .0 .           !
 2005.4!                                   +* !!           .  .0 .           !
 2006.1!                                   *+ !!           . 0.  .           !
 2006.2!                                  *+  !!           .  0  .           !
 2006.3!                                  +   !!           . 0.  .           !
 2006.4!                                  +*  !!           .  .0 .           !
 2007.1!                                 * +  !!           .0 .  .           !
 2007.2!                                 +    !!           .  .0 .           !
 2007.3!                                 *+   !!           .  0  .           !
 2007.4!                                 +    !!           .  0  .           !
 2008.1!                                *+    !!           .0 .  .           !
 2008.2!                                 +    !!           .  0  .           !
 2008.3!                                 +    !!           . 0.  .           !
 2008.4!                              *  +    !!           0  .  .           !
 2009.1!                              +    *  !!           .  .  . 0         !
 2009.2!                                *  +  !!           .0 .  .           !
 2009.3!                                *+    !!           .  0  .           !
 2009.4!                             *   +    !!           0  .  .           !
 2010.1!                              +       !!           .  0  .           !
 2010.2!                              +*      !!           .  .0 .           !
 2010.3!                                +*    !!           .  .0 .           !
 2010.4!                             *    +   !!         0 .  .  .           !
 2011.1!                              +*      !!           .  .0 .           !
 2011.2!                                +*    !!           .  .0 .           !
 2011.3!                          *       +   !!      0    .  .  .           !
 2011.4!                           + *        !!           .  .0 .           !
 2012.1!                            * +       !!           . 0.  .           !
 2012.2!                           * +        !!           .0 .  .           !
 2012.3!                           *+         !!           .0 .  .           !
 2012.4!                          * +         !!           .0 .  .           !


     19.68 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@EQ   932 LAAPONO C LAPONO(-1) PPONO;SMPL 1966.1 2012.4;OLS;EST  932 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPNO=SPPX$Q/NOPMM;                                                     
 GENR LAASPNO=LOG(AASPNO+.00001);                                             
 GENR LASPNO=LOG(ASPNO+.00001);                                               
 LHS AASPNO=EXP(LAASPNO)-.00001;                                              
  EQ  933 LAASPNO C LASPNO(-1) PSPNO;                                         
EQUATION 802  LAASPNO  
   RHS     C  LASPNO(-1)  PSPNO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  802 PLOT=0;END;                                                     

Equation number =  802
**********************

Dependent variable = LAASPNO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.682477826

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.778684573       0.197965564  -3.93343     1.000000
12815 LASPNO  ( -1)       0.674267395       0.053930698  12.50248    -4.691733
12813 PSPNO   (  0)      -0.665128469       0.170965056  -3.89044     1.113034

SE of equation            =     0.394920093
Sum of squared residuals  =  28.8529478      -0.833377811E-11
Average absolute error    =     0.296296494
Sum of ABS residuals      =  55.7037409    
R squared                 =   0.68291
Durbin-Watson statistic   =   2.44663
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     + *                              !!          .   . 0 .          !
 1966.2!     +     *                          !!          .   .   .0         !
 1966.3!      * +                             !!          . 0 .   .          !
 1966.4!   +   *                              !!          .   .  0.          !
 1967.1!       +*                             !!          .   .0  .          !
 1967.2!    *  +                              !!          .0  .   .          !
 1967.3!   + *                                !!          .   . 0 .          !
 1967.4!     + *                              !!          .   . 0 .          !
 1968.1!     *+                               !!          .  0.   .          !
 1968.2!    +*                                !!          .   0   .          !
 1968.3!     +*                               !!          .   .0  .          !
 1968.4!    *+                                !!          .  0.   .          !
 1969.1!    +   *                             !!          .   .  0.          !
 1969.2!     *  +                             !!          . 0 .   .          !
 1969.3!    *+                                !!          .  0.   .          !
 1969.4*     +                                !!        0 .   .   .          !
 1970.1!  +   *                               !!          .   .   0          !
 1970.2!        +*                            !!          .   .0  .          !
 1970.3!         *+                           !!          .   0   .          !
 1970.4!       *  +                           !!          .0  .   .          !
 1971.1!     *  +                             !!          .0  .   .          !
 1971.2!       *+                             !!          .  0.   .          !
 1971.3!         +                            !!          .   0   .          !
 1971.4!          +*                          !!          .   .0  .          !
 1972.1!          *+                          !!          .  0.   .          !
 1972.2!           +   *                      !!          .   .   0          !
 1972.3!           *  +                       !!          .0  .   .          !
 1972.4!           +*                         !!          .   0   .          !
 1973.1!       *    +                         !!         0.   .   .          !
 1973.2!     *   +                            !!          0   .   .          !
 1973.3!        +*                            !!          .   .0  .          !
 1973.4!        *  +                          !!          .0  .   .          !
 1974.1!         +*                           !!          .   0   .          !
 1974.2!         * +                          !!          . 0 .   .          !
 1974.3!          *+                          !!          .  0.   .          !
 1974.4!          +       *                   !!          .   .   .  0       !
 1975.1!         *       +                    !!       0  .   .   .          !
 1975.2!       *   +                          !!          0   .   .          !
 1975.3!       * +                            !!          . 0 .   .          !
 1975.4!    *     +                           !!        0 .   .   .          !
 1976.1!        + *                           !!          .   .0  .          !
 1976.2!     *       +                        !!       0  .   .   .          !
 1976.3!         +                            !!          .   0   .          !
 1976.4!        *   +                         !!          0   .   .          !
 1977.1!       *   +                          !!          0   .   .          !
 1977.2!           +      *                   !!          .   .   . 0        !
 1977.3!        *          +                  !!    0     .   .   .          !
 1977.4!    *      +                          !!       0  .   .   .          !
 1978.1!         +  *                         !!          .   .  0.          !
 1978.2!            * +                       !!          .0  .   .          !
 1978.3!              + *                     !!          .   . 0 .          !
 1978.4!          *      +                    !!        0 .   .   .          !
 1979.1!             +                        !!          .   0   .          !
 1979.2!          *   +                       !!          0   .   .          !
 1979.3!            +*                        !!          .   .0  .          !
 1979.4!         *     +                      !!         0.   .   .          !
 1980.1!           *+                         !!          .  0.   .          !
 1980.2!          *  +                        !!          .0  .   .          !
 1980.3!             +    *                   !!          .   .   0          !
 1980.4!               *  +                   !!          .0  .   .          !
 1981.1!           *     +                    !!        0 .   .   .          !
 1981.2!        *     +                       !!         0.   .   .          !
 1981.3!            +  *                      !!          .   .  0.          !
 1981.4!            *    +                    !!         0.   .   .          !
 1982.1!            *  +                      !!          .0  .   .          !
 1982.2!            *  +                      !!          .0  .   .          !
 1982.3!              *+                      !!          .   0   .          !
 1982.4!             *   +                    !!          0   .   .          !
 1983.1!            *   +                     !!          0   .   .          !
 1983.2!              *+                      !!          .  0.   .          !
 1983.3!                 +                    !!          .   0   .          !
 1983.4!              *    +                  !!         0.   .   .          !
 1984.1!                +*                    !!          .   0   .          !
 1984.2!                  +                   !!          .   0   .          !
 1984.3!               *   +                  !!          0   .   .          !
 1984.4!               * +                    !!          . 0 .   .          !
 1985.1!                 +*                   !!          .   .0  .          !
 1985.2!                   + *                !!          .   . 0 .          !
 1985.3!                 *   +                !!          .0  .   .          !
 1985.4!                 * +                  !!          . 0 .   .          !
 1986.1!                  + *                 !!          .   . 0 .          !
 1986.2!                *    +                !!          0   .   .          !
 1986.3!                * +                   !!          . 0 .   .          !
 1986.4!                 +*                   !!          .   0   .          !
 1987.1!                 * +                  !!          . 0 .   .          !
 1987.2!               *  +                   !!          .0  .   .          !
 1987.3!                 +*                   !!          .   .0  .          !
 1987.4!               *   +                  !!          .0  .   .          !
 1988.1!                *+                    !!          .  0.   .          !
 1988.2!               * +                    !!          .0  .   .          !
 1988.3!                +                     !!          .   0   .          !
 1988.4!               * +                    !!          . 0 .   .          !
 1989.1!                + *                   !!          .   .0  .          !
 1989.2!                * +                   !!          . 0 .   .          !
 1989.3!                 +*                   !!          .   . 0 .          !
 1989.4!                  +      *            !!          .   .   . 0        !
 1990.1!                 *     +              !!         0.   .   .          !
 1990.2!                  + *                 !!          .   .  0.          !
 1990.3!                    +        *        !!          .   .   .    0     !
 1990.4!               *          +           !!    0     .   .   .          !
 1991.1!                +                     !!          .   0   .          !
 1991.2!                +                     !!          .   0   .          !
 1991.3!                 + *                  !!          .   .0  .          !
 1991.4!               *   +                  !!          .0  .   .          !
 1992.1!                +         *           !!          .   .   .    0     !
 1992.2!                       +      *       !!          .   .   . 0        !
 1992.3!                 *        +           !!     0    .   .   .          !
 1992.4!                  +       *           !!          .   .   .   0      !
 1993.1!                       *+             !!          .  0.   .          !
 1993.2!                       +      *       !!          .   .   . 0        !
 1993.3!                         * +          !!          . 0 .   .          !
 1993.4!                        +   *         !!          .   .   0          !
 1994.1!                    *     +           !!        0 .   .   .          !
 1994.2!                 *   +                !!          .0  .   .          !
 1994.3!                   +*                 !!          .   .0  .          !
 1994.4!                    +                 !!          .  0.   .          !
 1995.1!                     +          *     !!          .   .   .     0    !
 1995.2!                           * +        !!          . 0 .   .          !
 1995.3!                         +            !!          .   0   .          !
 1995.4!                       *+             !!          .  0.   .          !
 1996.1!                      +*              !!          .   .0  .          !
 1996.2!                     * +              !!          .  0.   .          !
 1996.3!                     + *              !!          .   .0  .          !
 1996.4!                    * +               !!          . 0 .   .          !
 1997.1!                   *+                 !!          .  0.   .          !
 1997.2!                    +                 !!          .   0   .          !
 1997.3!                     +      *         !!          .   .   .  0       !
 1997.4!                      *   +           !!          0   .   .          !
 1998.1!                      +    *          !!          .   .   0          !
 1998.2!                         +   *        !!          .   .  0.          !
 1998.3!                     *    +           !!         0.   .   .          !
 1998.4!                     +       *        !!          .   .   .  0       !
 1999.1!                         * +          !!          . 0 .   .          !
 1999.2!                        +       *     !!          .   .   .   0      !
 1999.3!                          *  +        !!          .0  .   .          !
 1999.4!                         +*           !!          .   .0  .          !
 2000.1!                        *+            !!          .  0.   .          !
 2000.2!                        +  *          !!          .   .  0.          !
 2000.3!                          +    *      !!          .   .   .0         !
 2000.4!                       *    +         !!          0   .   .          !
 2001.1!                       + *            !!          .   . 0 .          !
 2001.2!                     *  +             !!          .0  .   .          !
 2001.3!                     +         *      !!          .   .   .     0    !
 2001.4!                       *    +         !!         0.   .   .          !
 2002.1!                      + *             !!          .   . 0 .          !
 2002.2!                      *+              !!          .  0.   .          !
 2002.3!                      +  *            !!          .   .  0.          !
 2002.4!                        +             !!          .   0   .          !
 2003.1!                       +*             !!          .   0   .          !
 2003.2!                      *+              !!          .  0.   .          !
 2003.3!                     *+               !!          .  0.   .          !
 2003.4!                     +  *             !!          .   .  0.          !
 2004.1!                       +           *  !!          .   .   .      0   !
 2004.2!                      *       +       !!      0   .   .   .          !
 2004.3!                    * +               !!          .  0.   .          !
 2004.4!                    +    *            !!          .   .   .0         !
 2005.1!                      * +             !!          .  0.   .          !
 2005.2!                      +               *!          .   .   .          0
 2005.3!                            *   +     !!          0   .   .          !
 2005.4!                          +  *        !!          .   .  0.          !
 2006.1!                          +  *        !!          .   .  0.          !
 2006.2!                          +        *  !!          .   .   .   0      !
 2006.3!                              +       !!          .   0   .          !
 2006.4!                          *+          !!          .  0.   .          !
 2007.1!                        +*            !!          .   .0  .          !
 2007.2!                       +        *     !!          .   .   .   0      !
 2007.3!                            +   *     !!          .   .   0          !
 2007.4!                            +         !!          .   0   .          !
 2008.1!                        *+            !!          . 0 .   .          !
 2008.2!                      +    *          !!          .   .   0          !
 2008.3!                       *+             !!          .  0.   .          !
 2008.4!                      +    *          !!          .   .   0          !
 2009.1!                       *+             !!          .  0.   .          !
 2009.2!          *           +               !!   0      .   .   .          !
 2009.3!             +      *                 !!          .   .   .  0       !
 2009.4!                    +           *     !!          .   .   .      0   !
 2010.1!                         *  +         !!          .0  .   .          !
 2010.2!                       +*             !!          .   0   .          !
 2010.3!                      + *             !!          .   .0  .          !
 2010.4!                      +               !!          .  0.   .          !
 2011.1!                     +           *    !!          .   .   .      0   !
 2011.2!                         *  +         !!          .0  .   .          !
 2011.3!                       +    *         !!          .   .   0          !
 2011.4!                     *   +            !!          0   .   .          !
 2012.1!                    *+                !!          .  0.   .          !
 2012.2!                   *+                 !!          .  0.   .          !
 2012.3!                   +      *           !!          .   .   . 0        !
 2012.4!                        +  *          !!          .   .  0.          !


     26.06 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@EQ   934 LAANZNO C LANZNO(-1) PNZNO;SMPL 1972.3 2012.4;OLS;EST  934 PLOT=0;EN
@@EQ  935 LAASANO C LASANO(-1) PSANO;SMPL 1983.3 2012.4;OLS;EST  935 PLOT=0;EN
@@EQ  936 LAAVENO C LAVENO(-1) PVENO;SMPL 1988.3 2012.4;OLS;EST  936 PLOT=0;EN
@EQ   937 LAACONO C LACONO(-1) PCONO;SMPL 1981.3 2012.4;OLS;EST  937 PLOT=0;EN
@@EQ  938 LAAJONO C LAJONO(-1) PJONO;SMPL 2013.1 2012.4;OLS;EST  938 PLOT=0;EN
@@EQ  939 LAASYNO C LASYNO(-1) PSYNO;SMPL 2001.2 2012.4;OLS;EST  939 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDNO=IDPX$Q/NOPMM;                                                     
 GENR LAAIDNO=LOG(AAIDNO+.00001);                                             
 GENR LAIDNO=LOG(AIDNO+.00001);                                               
 LHS AAIDNO=EXP(LAAIDNO)-.00001;                                              
  EQ  940 LAAIDNO C LAIDNO(-1) PIDNO;                                         
EQUATION 803  LAAIDNO  
   RHS     C  LAIDNO(-1)  PIDNO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  803 PLOT=0;END;                                                     

Equation number =  803
**********************

Dependent variable = LAAIDNO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.688955772

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.127662987       0.270434610  -4.16982     1.000000
12818 LAIDNO  ( -1)       0.765217632       0.046605901  16.41890    -6.696369
12816 PIDNO   (  0)      -0.369797214       0.140338274  -2.63504     1.182034

SE of equation            =     0.398839760
Sum of squared residuals  =  29.4285335       0.248956411E-11
Average absolute error    =     0.294723320
Sum of ABS residuals      =  55.4079841    
R squared                 =   0.70024
Durbin-Watson statistic   =   2.54047
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!          +  *                        !!           .  . 0.           !
 1966.2!            +  *                      !!           .  . 0.           !
 1966.3!              +    *                  !!           .  .  .0          !
 1966.4!           *     +                    !!          0.  .  .           !
 1967.1!           *+                         !!           .  0  .           !
 1967.2!           +         *                !!           .  .  .   0       !
 1967.3!                  + *                 !!           .  . 0.           !
 1967.4!                  +   *               !!           .  .  0           !
 1968.1!                  * +                 !!           . 0.  .           !
 1968.2!                 + *                  !!           .  . 0.           !
 1968.3!          *      +                    !!         0 .  .  .           !
 1968.4!    *     +                           !!          0.  .  .           !
 1969.1!      +   *                           !!           .  .  0           !
 1969.2!        * +                           !!           .0 .  .           !
 1969.3!        *+                            !!           . 0.  .           !
 1969.4*         +                            !!       0   .  .  .           !
 1970.1!  +*                                  !!           .  .0 .           !
 1970.2!   *  +                               !!           .0 .  .           !
 1970.3!      +  *                            !!           .  . 0.           !
 1970.4!           +      *                   !!           .  .  . 0         !
 1971.1!          *      +                    !!        0  .  .  .           !
 1971.2!           +     *                    !!           .  .  . 0         !
 1971.3!                 +       *            !!           .  .  .  0        !
 1971.4!  *                    +              !0           .  .  .           !
 1972.1!     +          *                     !!           .  .  .    0      !
 1972.2!           *   +                      !!           0  .  .           !
 1972.3!             +           *            !!           .  .  .     0     !
 1972.4!                       +              !!           .  0  .           !
 1973.1!                *     +               !!          0.  .  .           !
 1973.2!           *    +                     !!           0  .  .           !
 1973.3!         *   +                        !!           0  .  .           !
 1973.4!         *  +                         !!           .0 .  .           !
 1974.1!            + *                       !!           .  . 0.           !
 1974.2!          *    +                      !!          0.  .  .           !
 1974.3!      *    +                          !!          0.  .  .           !
 1974.4!       * +                            !!           .0 .  .           !
 1975.1!          +     *                     !!           .  .  .0          !
 1975.2!        *        +                    !!        0  .  .  .           !
 1975.3!       *   +                          !!           0  .  .           !
 1975.4!          +     *                     !!           .  .  .0          !
 1976.1!               * +                    !!           . 0.  .           !
 1976.2!                +   *                 !!           .  .  0           !
 1976.3!               *    +                 !!           0  .  .           !
 1976.4!                *+                    !!           . 0.  .           !
 1977.1!                 + *                  !!           .  .0 .           !
 1977.2!                  +                   !!           .  0  .           !
 1977.3!               *  +                   !!           .0 .  .           !
 1977.4!           *   +                      !!           0  .  .           !
 1978.1!             +*                       !!           .  .0 .           !
 1978.2!               +*                     !!           .  .0 .           !
 1978.3!                 + *                  !!           .  .0 .           !
 1978.4!             *     +                  !!          0.  .  .           !
 1979.1!              +*                      !!           .  0  .           !
 1979.2!                +                     !!           .  0  .           !
 1979.3!                 +  *                 !!           .  .  0           !
 1979.4!                  *  +                !!           .0 .  .           !
 1980.1!               *  +                   !!           0  .  .           !
 1980.2!           *    +                     !!          0.  .  .           !
 1980.3!             +     *                  !!           .  .  .0          !
 1980.4!            *      +                  !!         0 .  .  .           !
 1981.1!               +*                     !!           .  .0 .           !
 1981.2!              *  +                    !!           0  .  .           !
 1981.3!                +*                    !!           .  .0 .           !
 1981.4!            *     +                   !!          0.  .  .           !
 1982.1!           *  +                       !!           0  .  .           !
 1982.2!           * +                        !!           . 0.  .           !
 1982.3!             +                        !!           .  0  .           !
 1982.4!        *      +                      !!         0 .  .  .           !
 1983.1!           +*                         !!           .  .0 .           !
 1983.2!              +                       !!           .  0  .           !
 1983.3!               +                      !!           .  0  .           !
 1983.4!          *     +                     !!          0.  .  .           !
 1984.1!           *+                         !!           . 0.  .           !
 1984.2!             +                        !!           .  0  .           !
 1984.3!             *+                       !!           . 0.  .           !
 1984.4!            * +                       !!           . 0.  .           !
 1985.1!          *  +                        !!           .0 .  .           !
 1985.2!          * +                         !!           . 0.  .           !
 1985.3!            +                         !!           .  0  .           !
 1985.4!         *   +                        !!           0  .  .           !
 1986.1!            + *                       !!           .  .0 .           !
 1986.2!           *   +                      !!           0  .  .           !
 1986.3!              +*                      !!           .  .0 .           !
 1986.4!            *    +                    !!          0.  .  .           !
 1987.1!              +*                      !!           .  0  .           !
 1987.2!               * +                    !!           .0 .  .           !
 1987.3!                 +                    !!           .  0  .           !
 1987.4!               *   +                  !!           .0 .  .           !
 1988.1!               * +                    !!           . 0.  .           !
 1988.2!               * +                    !!           . 0.  .           !
 1988.3!                + *                   !!           .  . 0.           !
 1988.4!                *  +                  !!           .0 .  .           !
 1989.1!                *+                    !!           . 0.  .           !
 1989.2!                +   *                 !!           .  . 0.           !
 1989.3!                    +   *             !!           .  .  0           !
 1989.4!                      * +             !!           . 0.  .           !
 1990.1!                    * +               !!           . 0.  .           !
 1990.2!                     +                !!           .  0  .           !
 1990.3!                      +               !!           .  0  .           !
 1990.4!                    * +               !!           . 0.  .           !
 1991.1!                   * +                !!           . 0.  .           !
 1991.2!                   +  *               !!           .  . 0.           !
 1991.3!                      +      *        !!           .  .  . 0         !
 1991.4!                          * +         !!           .0 .  .           !
 1992.1!                         +*           !!           .  .0 .           !
 1992.2!                        *+            !!           . 0.  .           !
 1992.3!                        +   *         !!           .  .  0           !
 1992.4!                      *    +          !!           0  .  .           !
 1993.1!                      +    *          !!           .  .  0           !
 1993.2!                        * +           !!           . 0.  .           !
 1993.3!                        +*            !!           .  .0 .           !
 1993.4!                       *+             !!           . 0.  .           !
 1994.1!                       +  *           !!           .  . 0.           !
 1994.2!                         +            !!           .  0  .           !
 1994.3!                         +  *         !!           .  . 0.           !
 1994.4!                         * +          !!           . 0.  .           !
 1995.1!                         +   *        !!           .  .  0           !
 1995.2!                          * +         !!           . 0.  .           !
 1995.3!                          +  *        !!           .  . 0.           !
 1995.4!                         *   +        !!           0  .  .           !
 1996.1!                         +   *        !!           .  . 0.           !
 1996.2!                           *+         !!           . 0.  .           !
 1996.3!                           +  *       !!           .  . 0.           !
 1996.4!                       *     +        !!          0.  .  .           !
 1997.1!                       +     *        !!           .  .  .0          !
 1997.2!                        *  +          !!           0  .  .           !
 1997.3!                       + *            !!           .  . 0.           !
 1997.4!                     *   +            !!           0  .  .           !
 1998.1!                     +                !!           .  0  .           !
 1998.2!                     +    *           !!           .  .  0           !
 1998.3!                        *+            !!           . 0.  .           !
 1998.4!                        +             !!           .  0  .           !
 1999.1!                     *  +             !!           .0 .  .           !
 1999.2!                      +*              !!           .  .0 .           !
 1999.3!                       +   *          !!           .  . 0.           !
 1999.4!                       *  +           !!           .0 .  .           !
 2000.1!                       +              !!           .  0  .           !
 2000.2!                       +*             !!           .  .0 .           !
 2000.3!                        +   *         !!           .  .  0           !
 2000.4!                        *  +          !!           .0 .  .           !
 2001.1!                       *+             !!           . 0.  .           !
 2001.2!                       + *            !!           .  . 0.           !
 2001.3!                        *+            !!           .  0  .           !
 2001.4!                        +             !!           .  0  .           !
 2002.1!                        +*            !!           .  .0 .           !
 2002.2!                         + *          !!           .  .0 .           !
 2002.3!                          *+          !!           .  0  .           !
 2002.4!                          +           !!           .  0  .           !
 2003.1!                         *+           !!           .  0  .           !
 2003.2!                         +*           !!           .  .0 .           !
 2003.3!                          +           !!           .  0  .           !
 2003.4!                         +*           !!           .  0  .           !
 2004.1!                          +           !!           .  0  .           !
 2004.2!                          +           !!           .  0  .           !
 2004.3!                          +*          !!           .  .0 .           !
 2004.4!                         *+           !!           . 0.  .           !
 2005.1!                         +  *         !!           .  . 0.           !
 2005.2!                         * +          !!           . 0.  .           !
 2005.3!                         +  *         !!           .  .  0           !
 2005.4!                          *+          !!           . 0.  .           !
 2006.1!                         +  *         !!           .  . 0.           !
 2006.2!                          +*          !!           .  .0 .           !
 2006.3!                          +  *        !!           .  . 0.           !
 2006.4!                          *+          !!           . 0.  .           !
 2007.1!                         +    *       !!           .  .  0           !
 2007.2!                            +*        !!           .  .0 .           !
 2007.3!                           +   *      !!           .  .  0           !
 2007.4!                            *+        !!           .  0  .           !
 2008.1!                          +       *   !!           .  .  .  0        !
 2008.2!                               +      *!           .  .  . 0         !
 2008.3!                                * +   !!           .0 .  .           !
 2008.4!                              +  *    !!           .  . 0.           !
 2009.1!                              +       !!           .  0  .           !
 2009.2!                            +   *     !!           .  .  0           !
 2009.3!                             +  *     !!           .  . 0.           !
 2009.4!                        *    +        !!           0  .  .           !
 2010.1!                       +    *         !!           .  .  0           !
 2010.2!                      *   +           !!           .0 .  .           !
 2010.3!                     +      *         !!           .  .  . 0         !
 2010.4!                         *+           !!           . 0.  .           !
 2011.1!                      + *             !!           .  .0 .           !
 2011.2!                      +         *     !!           .  .  .   0       !
 2011.3!                            +  *      !!           .  . 0.           !
 2011.4!                           +          !!           .  0  .           !
 2012.1!                        +*            !!           .  .0 .           !
 2012.2!                      *+              !!           . 0.  .           !
 2012.3!                     +          *     !!           .  .  .    0      !
 2012.4!                         *  +         !!           .0 .  .           !


     25.00 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMANO=MAPX$Q/NOPMM;                                                     
 GENR LAAMANO=LOG(AAMANO+.00001);                                             
 GENR LAMANO=LOG(AMANO+.00001);                                               
 LHS AAMANO=EXP(LAAMANO)-.00001;                                              
  EQ  941 LAAMANO C LAMANO(-1) PMANO;                                         
EQUATION 804  LAAMANO  
   RHS     C  LAMANO(-1)  PMANO  
 SMPL 1976.3 2012.4;                                                          
Sample period is now  1976.3 to  2012.4 Internally:    99 to   244
 OLS;EST  804 PLOT=0;END;                                                     

Equation number =  804
**********************

Dependent variable = LAAMANO 

 1976.3 -   2012.4,    0 missing obs.,  146 obs. used.

Mean of dependent variable       -6.885167821

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.717091689       0.399798345  -6.79616     1.000000
12821 LAMANO  ( -1)       0.491215762       0.070766856   6.94133    -6.892774
12819 PMANO   (  0)      -0.699548415       0.143895391  -4.86151     1.118203

SE of equation            =     0.394950638
Sum of squared residuals  =  22.3059989       0.959055058E-11
Average absolute error    =     0.273000866
Sum of ABS residuals      =  39.8581264    
R squared                 =   0.59704
Durbin-Watson statistic   =   2.25978
SMPL and No. Obs.         = 1976.3   2012.4    146

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.3!    *    +                            !!          0.  .  .           !
 1976.4!   *    +                             !!          0.  .  .           !
 1977.1!   *   +                              !!          0.  .  .           !
 1977.2!  *   +                               !!          0.  .  .           !
 1977.3*    +                                 !!          0.  .  .           !
 1977.4!  *  +                                !!           0  .  .           !
 1978.1!   *   +                              !!           0  .  .           !
 1978.2!   *   +                              !!           0  .  .           !
 1978.3!   *  +                               !!           0  .  .           !
 1978.4!       + *                            !!           .  . 0.           !
 1979.1!         *+                           !!           .  0  .           !
 1979.2!        *+                            !!           . 0.  .           !
 1979.3!        + *                           !!           .  . 0.           !
 1979.4!       *  +                           !!           0  .  .           !
 1980.1!        +       *                     !!           .  .  .   0       !
 1980.2!           *+                         !!           . 0.  .           !
 1980.3!           +   *                      !!           .  .  0           !
 1980.4!             +                        !!           .  0  .           !
 1981.1!          * +                         !!           .0 .  .           !
 1981.2!    *    +                            !!          0.  .  .           !
 1981.3!       +   *                          !!           .  .  0           !
 1981.4!          + *                         !!           .  .0 .           !
 1982.1!         * +                          !!           .0 .  .           !
 1982.2!         +                            !!           .  0  .           !
 1982.3!          + *                         !!           .  .0 .           !
 1982.4!          *+                          !!           . 0.  .           !
 1983.1!          *+                          !!           .  0  .           !
 1983.2!        *  +                          !!           .0 .  .           !
 1983.3!         +  *                         !!           .  .  0           !
 1983.4!        * +                           !!           . 0.  .           !
 1984.1!       +*                             !!           .  .0 .           !
 1984.2!      + *                             !!           .  . 0.           !
 1984.3!       +  *                           !!           .  . 0.           !
 1984.4!        + *                           !!           .  . 0.           !
 1985.1!        +  *                          !!           .  . 0.           !
 1985.2!        +                             !!           .  0  .           !
 1985.3!         +*                           !!           .  .0 .           !
 1985.4!         * +                          !!           .0 .  .           !
 1986.1!            *+                        !!           . 0.  .           !
 1986.2!           *    +                     !!          0.  .  .           !
 1986.3!                +  *                  !!           .  . 0.           !
 1986.4!             *     +                  !!         0 .  .  .           !
 1987.1!              * +                     !!           . 0.  .           !
 1987.2!            *    +                    !!           0  .  .           !
 1987.3!               + *                    !!           .  . 0.           !
 1987.4!             *    +                   !!          0.  .  .           !
 1988.1!                +*                    !!           .  .0 .           !
 1988.2!                * +                   !!           .0 .  .           !
 1988.3!                +  *                  !!           .  . 0.           !
 1988.4!                *  +                  !!           .0 .  .           !
 1989.1!                  +                   !!           .  0  .           !
 1989.2!             *    +                   !!          0.  .  .           !
 1989.3!                +*                    !!           .  .0 .           !
 1989.4!                *  +                  !!           .0 .  .           !
 1990.1!                   +                  !!           .  0  .           !
 1990.2!                *   +                 !!           0  .  .           !
 1990.3!                   +                  !!           .  0  .           !
 1990.4!                   *+                 !!           . 0.  .           !
 1991.1!                 *  +                 !!           .0 .  .           !
 1991.2!                 * +                  !!           .0 .  .           !
 1991.3!                   +                  !!           .  0  .           !
 1991.4!                    +                 !!           .  0  .           !
 1992.1!                  * +                 !!           . 0.  .           !
 1992.2!                   +*                 !!           .  .0 .           !
 1992.3!                    *+                !!           . 0.  .           !
 1992.4!                   *+                 !!           . 0.  .           !
 1993.1!                   +*                 !!           .  0  .           !
 1993.2!                   +                  *!           .  .  .           0
 1993.3!                            +         *!           .  .  .    0      !
 1993.4!                    *        +        !!       0   .  .  .           !
 1994.1!                    +                 *!           .  .  .          0!
 1994.2!                   *        +         !!      0    .  .  .           !
 1994.3!                *  +                  !!           .0 .  .           !
 1994.4!                 +*                   !!           .  .0 .           !
 1995.1!              *  +                    !!           .0 .  .           !
 1995.2!                *+                    !!           . 0.  .           !
 1995.3!                 +   *                !!           .  .  0           !
 1995.4!                   *+                 !!           . 0.  .           !
 1996.1!                   +*                 !!           .  .0 .           !
 1996.2!                   +   *              !!           .  .  0           !
 1996.3!                *   +                 !!           0  .  .           !
 1996.4!                 + *                  !!           .  .0 .           !
 1997.1!                 *+                   !!           . 0.  .           !
 1997.2!              *  +                    !!           0  .  .           !
 1997.3!                +  *                  !!           .  .  0           !
 1997.4!                  *+                  !!           . 0.  .           !
 1998.1!                  *+                  !!           . 0.  .           !
 1998.2!                  + *                 !!           .  . 0.           !
 1998.3!                   +    *             !!           .  .  .0          !
 1998.4!                     +*               !!           .  .0 .           !
 1999.1!                    +                 !!           .  0  .           !
 1999.2!                   +*                 !!           .  .0 .           !
 1999.3!                   +*                 !!           .  .0 .           !
 1999.4!                   + *                !!           .  . 0.           !
 2000.1!                  *+                  !!           .  0  .           !
 2000.2!                 +  *                 !!           .  . 0.           !
 2000.3!                  + *                 !!           .  .0 .           !
 2000.4!                 +   *                !!           .  . 0.           !
 2001.1!                  +*                  !!           .  .0 .           !
 2001.2!                *+                    !!           .  0  .           !
 2001.3!                +                     !!           .  0  .           !
 2001.4!               +    *                 !!           .  .  .0          !
 2002.1!                 +            *       !!           .  .  .      0    !
 2002.2!                *     +               !!         0 .  .  .           !
 2002.3!                +*                    !!           .  .0 .           !
 2002.4!                 + *                  !!           .  . 0.           !
 2003.1!                  +                   !!           .  0  .           !
 2003.2!                *+                    !!           . 0.  .           !
 2003.3!                 + *                  !!           .  . 0.           !
 2003.4!                  + *                 !!           .  .0 .           !
 2004.1!                 * +                  !!           .0 .  .           !
 2004.2!                 +*                   !!           .  .0 .           !
 2004.3!                  +                   !!           .  0  .           !
 2004.4!                 *+                   !!           . 0.  .           !
 2005.1!                  +*                  !!           .  .0 .           !
 2005.2!               *   +                  !!           0  .  .           !
 2005.3!              *  +                    !!           .0 .  .           !
 2005.4!                + *                   !!           .  . 0.           !
 2006.1!                * +                   !!           .0 .  .           !
 2006.2!                 +*                   !!           .  .0 .           !
 2006.3!                  *+                  !!           . 0.  .           !
 2006.4!                  +*                  !!           .  .0 .           !
 2007.1!                  *+                  !!           . 0.  .           !
 2007.2!                  *+                  !!           . 0.  .           !
 2007.3!              *    +                  !!          0.  .  .           !
 2007.4!                 + *                  !!           .  . 0.           !
 2008.1!                    +            *    !!           .  .  .       0   !
 2008.2!                 *         +          !!      0    .  .  .           !
 2008.3!               *   +                  !!           0  .  .           !
 2008.4!                 +  *                 !!           .  . 0.           !
 2009.1!                  *+                  !!           . 0.  .           !
 2009.2!               *  +                   !!           0  .  .           !
 2009.3!                 +     *              !!           .  .  . 0         !
 2009.4!                     +*               !!           .  .0 .           !
 2010.1!                    +  *              !!           .  . 0.           !
 2010.2!                 *   +                !!           0  .  .           !
 2010.3!                  +*                  !!           .  .0 .           !
 2010.4!                   +   *              !!           .  .  0           !
 2011.1!                 *   +                !!          0.  .  .           !
 2011.2!                  + *                 !!           .  .0 .           !
 2011.3!                    +  *              !!           .  . 0.           !
 2011.4!                   * +                !!           . 0.  .           !
 2012.1!                   + *                !!           .  .0 .           !
 2012.2!                    + *               !!           .  . 0.           !
 2012.3!                *   +                 !!           0  .  .           !
 2012.4!                 *+                   !!           . 0.  .           !


     19.18 percent of the residuals exceed 1 SE
      5.48 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPANO=PAPX$Q/NOPMM;                                                     
 GENR LAAPANO=LOG(AAPANO+.00001);                                             
 GENR LAPANO=LOG(APANO+.00001);                                               
 LHS AAPANO=EXP(LAAPANO)-.00001;                                              
  EQ  942 LAAPANO C LAPANO(-1) PPANO;                                         
EQUATION 805  LAAPANO  
   RHS     C  LAPANO(-1)  PPANO  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  805 PLOT=0;END;                                                     

Equation number =  805
**********************

Dependent variable = LAAPANO 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -7.500117270

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.410278453       0.284844121  -4.95105     1.000000
12824 LAPANO  ( -1)       0.645726394       0.053528281  12.06328    -7.512453
12822 PPANO   (  0)      -0.988132155       0.192888924  -5.12280     1.253728

SE of equation            =     0.364094529
Sum of squared residuals  =  21.0778074      -0.213962181E-10
Average absolute error    =     0.269597759
Sum of ABS residuals      =  43.6748370    
R squared                 =   0.77249
Durbin-Watson statistic   =   2.36309
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!     *      +                         !!       0  .   .   .          !
 1972.4!            +      *                  !!          .   .   .   0      !
 1973.1!             *      +                 !!       0  .   .   .          !
 1973.2!       *        +                     !!     0    .   .   .          !
 1973.3!          +    *                      !!          .   .   . 0        !
 1973.4!          *   +                       !!          0   .   .          !
 1974.1!       *+                             !!          .  0.   .          !
 1974.2!         +  *                         !!          .   .   0          !
 1974.3!           *  +                       !!          0   .   .          !
 1974.4!           *  +                       !!          .0  .   .          !
 1975.1!               *+                     !!          .  0.   .          !
 1975.2!                 * +                  !!          . 0 .   .          !
 1975.3!                  + *                 !!          .   . 0 .          !
 1975.4!                  *  +                !!          0   .   .          !
 1976.1!                  * +                 !!          .0  .   .          !
 1976.2!                   +    *             !!          .   .   . 0        !
 1976.3!            *         +               !!   0      .   .   .          !
 1976.4!               +  *                   !!          .   .  0.          !
 1977.1!                  +  *                !!          .   .   0          !
 1977.2!                *  +                  !!          .0  .   .          !
 1977.3!              *  +                    !!          .0  .   .          !
 1977.4!           *   +                      !!         0.   .   .          !
 1978.1!             +                        !!          .   0   .          !
 1978.2! *             +                      !0          .   .   .          !
 1978.3!      +     *                         !!          .   .   .  0       !
 1978.4!    *       +                         !!     0    .   .   .          !
 1979.1!        +    *                        !!          .   .   .0         !
 1979.2!    *        +                        !!    0     .   .   .          !
 1979.3*        +                             !!    0     .   .   .          !
 1979.4!  *   +                               !!          0   .   .          !
 1980.1!        +        *                    !!          .   .   .     0    !
 1980.2!                  +  *                !!          .   .  0.          !
 1980.3!        *            +                !0          .   .   .          !
 1980.4!         *  +                         !!          0   .   .          !
 1981.1!            +        *                !!          .   .   .     0    !
 1981.2!                 *+                   !!          .  0.   .          !
 1981.3!             * +                      !!          .0  .   .          !
 1981.4!        *    +                        !!        0 .   .   .          !
 1982.1!          *+                          !!          .  0.   .          !
 1982.2!             +      *                 !!          .   .   .   0      !
 1982.3!               *   +                  !!          0   .   .          !
 1982.4!                +    *                !!          .   .   . 0        !
 1983.1!                    +                 !!          .  0.   .          !
 1983.2!                   +   *              !!          .   .   .0         !
 1983.3!           *        +                 !!   0      .   .   .          !
 1983.4!           +        *                 !!          .   .   .     0    !
 1984.1!                  +    *              !!          .   .   . 0        !
 1984.2!                   +      *           !!          .   .   .   0      !
 1984.3!                 *   +                !!         0.   .   .          !
 1984.4!                +   *                 !!          .   .   .0         !
 1985.1!                   +    *             !!          .   .   .0         !
 1985.2!                  *  +                !!          0   .   .          !
 1985.3!               *   +                  !!          .0  .   .          !
 1985.4!                 +   *                !!          .   .   .0         !
 1986.1!                    *+                !!          .  0.   .          !
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 1986.3!                     +*               !!          .   .0  .          !
 1986.4!                     +                !!          .   .0  .          !
 1987.1!                     +   *            !!          .   .   0          !
 1987.2!                       +   *          !!          .   .   0          !
 1987.3!                          +           !!          .   0   .          !
 1987.4!                        *+            !!          .  0.   .          !
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 1988.2!                       *   +          !!          0   .   .          !
 1988.3!                       +   *          !!          .   .   .0         !
 1988.4!                            + *       !!          .   . 0 .          !
 1989.1!                             +   *    !!          .   .   0          !
 1989.2!                              *+      !!          .   0   .          !
 1989.3!                             +        !!          .  0.   .          !
 1989.4!                            +  *      !!          .   .  0.          !
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 1991.1!                                 +    !!          .   0   .          !
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 1991.3!                              +*      !!          .   .0  .          !
 1991.4!                               +*     !!          .   .0  .          !
 1992.1!                                +  *  !!          .   .  0.          !
 1992.2!                                * +   !!          .0  .   .          !
 1992.3!                                + *   !!          .   .0  .          !
 1992.4!                                 +    !!          .  0.   .          !
 1993.1!                               + *    !!          .   . 0 .          !
 1993.2!                                 +    !!          .   0   .          !
 1993.3!                               *+     !!          .  0.   .          !
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 1994.2!                               *  +   !!          .0  .   .          !
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 1994.4!                             +   *    !!          .   .   .0         !
 1995.1!                              *+      !!          .  0.   .          !
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 1995.3!                            * +       !!          . 0 .   .          !
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 1997.4!                          + *         !!          .   . 0 .          !
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 1998.4!                          +           !!          .   0   .          !
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 2000.4!                         *+           !!          .  0.   .          !
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 2002.4!                            +         !!          .  0.   .          !
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 2003.4!                         *  +         !!          .0  .   .          !
 2004.1!                        *  +          !!          .0  .   .          !
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 2004.3!                           *+         !!          . 0 .   .          !
 2004.4!                        *    +        !!        0 .   .   .          !
 2005.1!                           + *        !!          .   . 0 .          !
 2005.2!                              + *     !!          .   . 0 .          !
 2005.3!                                +     *!          .   .   .  0       !
 2005.4!                             *     +  !!       0  .   .   .          !
 2006.1!                              +*      !!          .   .0  .          !
 2006.2!                               + *    !!          .   . 0 .          !
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 2006.4!                            *   +     !!          0   .   .          !
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 2007.2!                              * +     !!          .0  .   .          !
 2007.3!                               +      !!          .   0   .          !
 2007.4!                            *   +     !!         0.   .   .          !
 2008.1!                              +       !!          .   0   .          !
 2008.2!                             * +      !!          . 0 .   .          !
 2008.3!                              + *     !!          .   .0  .          !
 2008.4!                              *+      !!          .  0.   .          !
 2009.1!                           *  +       !!          .0  .   .          !
 2009.2!                          * +         !!          . 0 .   .          !
 2009.3!                          *  +        !!          .0  .   .          !
 2009.4!                         *  +         !!          .0  .   .          !
 2010.1!                            +   *     !!          .   .   .0         !
 2010.2!                              +*      !!          .   .0  .          !
 2010.3!                              + *     !!          .   . 0 .          !
 2010.4!                            * +       !!          . 0 .   .          !
 2011.1!                           +  *       !!          .   .  0.          !
 2011.2!                             +  *     !!          .   .  0.          !
 2011.3!                              +*      !!          .   . 0 .          !
 2011.4!                            *+        !!          .  0.   .          !
 2012.1!                           +*         !!          .   .0  .          !
 2012.2!                         *+           !!          .  0.   .          !
 2012.3!                         +   *        !!          .   .   .0         !
 2012.4!                          * +         !!          . 0 .   .          !


     25.31 percent of the residuals exceed 1 SE
      6.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPHNO=PHPX$Q/NOPMM;                                                     
 GENR LAAPHNO=LOG(AAPHNO+.00001);                                             
 GENR LAPHNO=LOG(APHNO+.00001);                                               
 LHS AAPHNO=EXP(LAAPHNO)-.00001;                                              
  EQ  943 LAAPHNO C LAPHNO(-1) PPHNO;                                         
EQUATION 806  LAAPHNO  
   RHS     C  LAPHNO(-1)  PPHNO  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST  806 PLOT=0;END;                                                     

Equation number =  806
**********************

Dependent variable = LAAPHNO 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -8.226675424

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.962231724       0.498957259  -5.93684     1.000000
12827 LAPHNO  ( -1)       0.613491932       0.058165771  10.54730    -8.211247
12825 PPHNO   (  0)      -0.204740684       0.152522717  -1.34236     1.108281

SE of equation            =     0.450483077
Sum of squared residuals  =  36.3253655       0.664943656E-10
Average absolute error    =     0.334770212
Sum of ABS residuals      =  60.9281786    
R squared                 =   0.39104
Durbin-Watson statistic   =   2.40657
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3!                          +    *      !!          .   .  0.          !
 1967.4!                      * +             !!          . 0 .   .          !
 1968.1!                  +             *     !!          .   .   .     0    !
 1968.2!                        +        *    !!          .   .   .  0       !
 1968.3!                         + *          !!          .   .0  .          !
 1968.4!                     +            *   !!          .   .   .     0    !
 1969.1!                  *      +            !!         0.   .   .          !
 1969.2!               +     *                !!          .   .   0          !
 1969.3!                *+                    !!          .  0.   .          !
 1969.4!         *    +                       !!          0   .   .          !
 1970.1!           +         *                !!          .   .   .   0      !
 1970.2!                   +                  *!          .   .   .         0!
 1970.3!                      *      +        !!         0.   .   .          !
 1970.4!                    +           *     !!          .   .   .    0     !
 1971.1!             *           +            !!     0    .   .   .          !
 1971.2!             *+                       !!          .  0.   .          !
 1971.3!             *+                       !!          .  0.   .          !
 1971.4!              +         *             !!          .   .   .   0      !
 1972.1!                     +                !!          .   0   .          !
 1972.2!             *     +                  !!         0.   .   .          !
 1972.3!              +   *                   !!          .   .  0.          !
 1972.4!             *   +                    !!          .0  .   .          !
 1973.1!           *  +                       !!          . 0 .   .          !
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 1973.3!                     +       *        !!          .   .   . 0        !
 1973.4!               *        +             !!        0 .   .   .          !
 1974.1!               +                 *    !!          .   .   .        0 !
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 1974.4!                        +   *         !!          .   . 0 .          !
 1975.1!     *                 +              !!0         .   .   .          !
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 1975.3!     *      +                         !!         0.   .   .          !
 1975.4!          +                   *       !!          .   .   .          0
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 1978.3!                 +  *                 !!          .   . 0 .          !
 1978.4!                   +                  !!          .   0   .          !
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 1979.4!                *     +               !!         0.   .   .          !
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 1980.2!                    +     *           !!          .   .   0          !
 1980.3!                      *+              !!          .   0   .          !
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 1981.1!                    +  *              !!          .   . 0 .          !
 1981.2!                    +    *            !!          .   .  0.          !
 1981.3!                      +   *           !!          .   .   0          !
 1981.4!                       +*             !!          .   .0  .          !
 1982.1!                   * +                !!          . 0 .   .          !
 1982.2!                  +                   !!          .   .0  .          !
 1982.3!                 +     *              !!          .   .   0          !
 1982.4!                    +  *              !!          .   . 0 .          !
 1983.1!                    + *               !!          .   .0  .          !
 1983.2!          *         +                 !!       0  .   .   .          !
 1983.3!            +    *                    !!          .   .  0.          !
 1983.4!       *         +                    !!       0  .   .   .          !
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 1984.2!              *+                      !!          .  0.   .          !
 1984.3!             * +                      !!          .  0.   .          !
 1984.4!              +   *                   !!          .   .  0.          !
 1985.1!                 +                    !!          .   0   .          !
 1985.2!             *   +                    !!          .0  .   .          !
 1985.3!              +*                      !!          .   .0  .          !
 1985.4!           *   +                      !!          .0  .   .          !
 1986.1!              +       *               !!          .   .   . 0        !
 1986.2!                *   +                 !!          .0  .   .          !
 1986.3!                 +   *                !!          .   .  0.          !
 1986.4!              *    +                  !!          0   .   .          !
 1987.1!               +       *              !!          .   .   . 0        !
 1987.2!                   * +                !!          . 0 .   .          !
 1987.3!                  +       *           !!          .   .   .0         !
 1987.4!                   *   +              !!          .0  .   .          !
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 1988.4!                     * +              !!          .  0.   .          !
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 1989.3!                *+                    !!          .  0.   .          !
 1989.4!                +     *               !!          .   .   0          !
 1990.1!                    + *               !!          .   .0  .          !
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 1990.3!                   +   *              !!          .   .  0.          !
 1990.4!                     +  *             !!          .   . 0 .          !
 1991.1!                      +   *           !!          .   .  0.          !
 1991.2!                       +  *           !!          .   . 0 .          !
 1991.3!                      + *             !!          .   .0  .          !
 1991.4!                   *  +               !!          . 0 .   .          !
 1992.1!                  *+                  !!          .  0.   .          !
 1992.2!               * +                    !!          . 0 .   .          !
 1992.3!                +                     !!          .   0   .          !
 1992.4!                + *                   !!          .   .0  .          !
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 1996.2!              +  *                    !!          .   . 0 .          !
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 1996.4!        *       +                     !!         0.   .   .          !
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 1997.3!            +    *                    !!          .   .   0          !
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 1998.4!             *     +                  !!          0   .   .          !
 1999.1!              +                       !!          .   0   .          !
 1999.2!              +                       !!          .   0   .          !
 1999.3!              + *                     !!          .   .0  .          !
 1999.4!                + *                   !!          .   . 0 .          !
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 2000.2!            *  +                      !!          . 0 .   .          !
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 2000.4!               + *                    !!          .   .0  .          !
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 2001.2!               *  +                   !!          . 0 .   .          !
 2001.3!               +  *                   !!          .   . 0 .          !
 2001.4!            *    +                    !!          .0  .   .          !
 2002.1!            *+                        !!          .  0.   .          !
 2002.2!           * +                        !!          . 0 .   .          !
 2002.3!            +   *                     !!          .   .  0.          !
 2002.4!         *      +                     !!         0.   .   .          !
 2003.1!      *     +                         !!          0   .   .          !
 2003.2!    *     +                           !!          0   .   .          !
 2003.3!         +                            !!          .   0   .          !
 2003.4!      *     +                         !!          0   .   .          !
 2004.1!        * +                           !!          . 0 .   .          !
 2004.2!      *    +                          !!          0   .   .          !
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 2004.4! *          +                         !!      0   .   .   .          !
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 2005.2!      *  +                            !!          . 0 .   .          !
 2005.3!          +      *                    !!          .   .   .0         !
 2005.4!        *       +                     !!        0 .   .   .          !
 2006.1!     *     +                          !!          0   .   .          !
 2006.2!        *+                            !!          .  0.   .          !
 2006.3!           +*                         !!          .   .0  .          !
 2006.4!       *      +                       !!         0.   .   .          !
 2007.1!       *  +                           !!          .0  .   .          !
 2007.2!          + *                         !!          .   .0  .          !
 2007.3!       *     +                        !!          0   .   .          !
 2007.4!         *+                           !!          .  0.   .          !
 2008.1!       *   +                          !!          .0  .   .          !
 2008.2!      *   +                           !!          .0  .   .          !
 2008.3!  *       +                           !!         0.   .   .          !
 2008.4!       +*                             !!          .   .0  .          !
 2009.1!     *    +                           !!          0   .   .          !
 2009.2!    *    +                            !!          0   .   .          !
 2009.3!       *+                             !!          .  0.   .          !
 2009.4! *        +                           !!        0 .   .   .          !
 2010.1!      +*                              !!          .   .0  .          !
 2010.2! *        +                           !!       0  .   .   .          !
 2010.3!      + *                             !!          .   . 0 .          !
 2010.4!      *    +                          !!          .0  .   .          !
 2011.1!        *+                            !!          .  0.   .          !
 2011.2!         * +                          !!          . 0 .   .          !
 2011.3!       *   +                          !!          .0  .   .          !
 2011.4!     *   +                            !!          0   .   .          !
 2012.1!        +                             !!          .   0   .          !
 2012.2!          +*                          !!          .   .0  .          !
 2012.3!     *      +                         !!         0.   .   .          !
 2012.4*        +                             !!       0  .   .   .          !


     23.08 percent of the residuals exceed 1 SE
      6.04 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHNO=THPX$Q/NOPMM;                                                     
 GENR LAATHNO=LOG(AATHNO+.00001);                                             
 GENR LATHNO=LOG(ATHNO+.00001);                                               
 LHS AATHNO=EXP(LAATHNO)-.00001;                                              
  EQ  944 LAATHNO C LATHNO(-1) PTHNO;                                         
EQUATION 807  LAATHNO  
   RHS     C  LATHNO(-1)  PTHNO  
 SMPL 1975.2 2012.4;                                                          
Sample period is now  1975.2 to  2012.4 Internally:    94 to   244
 OLS;EST  807 PLOT=0;END;                                                     

Equation number =  807
**********************

Dependent variable = LAATHNO 

 1975.2 -   2012.4,    0 missing obs.,  151 obs. used.

Mean of dependent variable       -6.694653823

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.572144348       0.423018379  -1.35253     1.000000
12830 LATHNO  ( -1)       0.807957290       0.052875107  15.28049    -6.719277
12828 PTHNO   (  0)      -0.638773974       0.369869988  -1.72702     1.085863

SE of equation            =     0.398062928
Sum of squared residuals  =  23.4512060       0.102424735E-10
Average absolute error    =     0.241053563
Sum of ABS residuals      =  36.3990881    
R squared                 =   0.67053
Durbin-Watson statistic   =   2.23219
SMPL and No. Obs.         = 1975.2   2012.4    151

Plot of actual(*) and fitted(+) values and residuals(0)


 1975.2!  +                *                  !!           .  .  .         0 !
 1975.3!  *              +                    !!   0       .  .  .           !
 1975.4!  * +                                 !!           . 0.  .           !
 1976.1!  * +                                 !!           . 0.  .           !
 1976.2!    +   *                             !!           .  .  .0          !
 1976.3! *      +                             !!        0  .  .  .           !
 1976.4!*  +                                  !!           .0 .  .           !
 1977.1!*  +                                  !!           .0 .  .           !
 1977.2!*  +                                  !!           .0 .  .           !
 1977.3*  +                                   !!           .0 .  .           !
 1977.4!*+                                    !!           . 0.  .           !
 1978.1! *+                                   !!           . 0.  .           !
 1978.2! * +                                  !!           . 0.  .           !
 1978.3!   +     *                            !!           .  .  .0          !
 1978.4! *        +                           !!       0   .  .  .           !
 1979.1! * +                                  !!           .0 .  .           !
 1979.2!*  +                                  !!           .0 .  .           !
 1979.3!  +  *                                !!           .  . 0.           !
 1979.4!     * +                              !!           . 0.  .           !
 1980.1!      *+                              !!           . 0.  .           !
 1980.2!      *+                              !!           .  0  .           !
 1980.3!    *   +                             !!           0  .  .           !
 1980.4!     +                                !!           .  0  .           !
 1981.1!      +             *                 !!           .  .  .       0   !
 1981.2!       *          +                   !!      0    .  .  .           !
 1981.3!    *   +                             !!           0  .  .           !
 1981.4!*     +                               !!          0.  .  .           !
 1982.1!   +       *                          !!           .  .  .  0        !
 1982.2!     *      +                         !!         0 .  .  .           !
 1982.3!    *  +                              !!           .0 .  .           !
 1982.4!   *  +                               !!           0  .  .           !
 1983.1!     +*                               !!           .  .0 .           !
 1983.2!     * +                              !!           . 0.  .           !
 1983.3!     *+                               !!           . 0.  .           !
 1983.4!    * +                               !!           . 0.  .           !
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 1984.2!    *   +                             !!           0  .  .           !
 1984.3*     +                                !!          0.  .  .           !
 1984.4!  +   *                               !!           .  .  0           !
 1985.1!      *+                              !!           . 0.  .           !
 1985.2!   *   +                              !!           0  .  .           !
 1985.3!    * +                               !!           . 0.  .           !
 1985.4!       +                              !!           .  0  .           !
 1986.1!        *+                            !!           . 0.  .           !
 1986.2!       *  +                           !!           .0 .  .           !
 1986.3!       * +                            !!           . 0.  .           !
 1986.4!        *+                            !!           . 0.  .           !
 1987.1!          +  *                        !!           .  . 0.           !
 1987.2!         *     +                      !!          0.  .  .           !
 1987.3!         * +                          !!           . 0.  .           !
 1987.4!           +                          !!           .  0  .           !
 1988.1!            +  *                      !!           .  . 0.           !
 1988.2!           *   +                      !!           0  .  .           !
 1988.3!           +  *                       !!           .  . 0.           !
 1988.4!              +                       !!           .  0  .           !
 1989.1!              +*                      !!           .  .0 .           !
 1989.2!              +                       !!           . 0.  .           !
 1989.3!             + *                      !!           .  . 0.           !
 1989.4!              *+                      !!           .  0  .           !
 1990.1!              +  *                    !!           .  . 0.           !
 1990.2!              * +                     !!           .0 .  .           !
 1990.3!                + *                   !!           .  . 0.           !
 1990.4!                *  +                  !!           .0 .  .           !
 1991.1!                 +*                   !!           .  .0 .           !
 1991.2!               *  +                   !!           .0 .  .           !
 1991.3!                +  *                  !!           .  .  0           !
 1991.4!                 * +                  !!           .0 .  .           !
 1992.1!                  +*                  !!           .  .0 .           !
 1992.2!                  *+                  !!           . 0.  .           !
 1992.3!                   +*                 !!           .  .0 .           !
 1992.4!                   *+                 !!           . 0.  .           !
 1993.1!                  +                   !!           .  0  .           !
 1993.2!                  +                   !!           .  0  .           !
 1993.3!                 + *                  !!           .  .0 .           !
 1993.4!                  +                   !!           .  0  .           !
 1994.1!                 +*                   !!           .  0  .           !
 1994.2!                 +                    !!           .  0  .           !
 1994.3!                 +*                   !!           .  .0 .           !
 1994.4!                  +*                  !!           .  .0 .           !
 1995.1!                *  +                  !!           .0 .  .           !
 1995.2!                + *                   !!           .  .0 .           !
 1995.3!                  +*                  !!           .  0  .           !
 1995.4!                  +                   !!           . 0.  .           !
 1996.1!                 +*                   !!           .  0  .           !
 1996.2!                 +                    !!           .  0  .           !
 1996.3!                +*                    !!           .  .0 .           !
 1996.4!                *+                    !!           .  0  .           !
 1997.1!               +*                     !!           .  0  .           !
 1997.2!               +                      !!           .  0  .           !
 1997.3!              +  *                    !!           .  . 0.           !
 1997.4!             *  +                     !!           0  .  .           !
 1998.1!             + *                      !!           .  .0 .           !
 1998.2!               + *                    !!           .  .0 .           !
 1998.3!                +*                    !!           .  .0 .           !
 1998.4!                *+                    !!           . 0.  .           !
 1999.1!               +*                     !!           .  .0 .           !
 1999.2!                +                     !!           .  0  .           !
 1999.3!                +*                    !!           .  .0 .           !
 1999.4!                *+                    !!           .  0  .           !
 2000.1!                +                     !!           .  .0 .           !
 2000.2!               *+                     !!           . 0.  .           !
 2000.3!              + *                     !!           .  .0 .           !
 2000.4!               *+                     !!           .  0  .           !
 2001.1!               +*                     !!           .  .0 .           !
 2001.2!              *+                      !!           . 0.  .           !
 2001.3!              +                       !!           .  0  .           !
 2001.4!              + *                     !!           .  . 0.           !
 2002.1!               *+                     !!           .  0  .           !
 2002.2!              *+                      !!           . 0.  .           !
 2002.3!              + *                     !!           .  .0 .           !
 2002.4!                +*                    !!           .  .0 .           !
 2003.1!                *+                    !!           . 0.  .           !
 2003.2!                 +                    !!           .  0  .           !
 2003.3!                 +                    !!           .  0  .           !
 2003.4!                 +                    !!           .  0  .           !
 2004.1!                 *+                   !!           .  0  .           !
 2004.2!                 *+                   !!           .  0  .           !
 2004.3!                 +                    !!           .  0  .           !
 2004.4!                 +                    !!           .  0  .           !
 2005.1!                  +                   !!           .  0  .           !
 2005.2!                * +                   !!           . 0.  .           !
 2005.3!                +*                    !!           .  0  .           !
 2005.4!                + *                   !!           .  .0 .           !
 2006.1!                 +*                   !!           .  .0 .           !
 2006.2!                  +                   !!           .  0  .           !
 2006.3!                  +           *       !!           .  .  .     0     !
 2006.4!                    *       +         !!        0  .  .  .           !
 2007.1!                   +                  !!           .  0  .           !
 2007.2!                   +                  !!           .  0  .           !
 2007.3!                   +*                 !!           .  .0 .           !
 2007.4!                    +*                !!           .  .0 .           !
 2008.1!                    + *               !!           .  .0 .           !
 2008.2!                   * +                !!           . 0.  .           !
 2008.3!                  *+                  !!           . 0.  .           !
 2008.4!                 +  *                 !!           .  . 0.           !
 2009.1!                * +                   !!           . 0.  .           !
 2009.2!               *+                     !!           . 0.  .           !
 2009.3!               + *                    !!           .  . 0.           !
 2009.4!                +*                    !!           .  0  .           !
 2010.1!                + *                   !!           .  . 0.           !
 2010.2!                 +*                   !!           .  0  .           !
 2010.3!                +      *              !!           .  .  . 0         !
 2010.4!                 *   +                !!           .0 .  .           !
 2011.1!                + *                   !!           .  .0 .           !
 2011.2!                 + *                  !!           .  .0 .           !
 2011.3!                  +  *                !!           .  . 0.           !
 2011.4!                  *+                  !!           . 0.  .           !
 2012.1!                + *                   !!           .  .0 .           !
 2012.2!                 + *                  !!           .  . 0.           !
 2012.3!                  + *                 !!           .  . 0.           !
 2012.4!                  +                   *!           .  .  .           0


     12.58 percent of the residuals exceed 1 SE
      4.64 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHNO=CHPX$Q/NOPMM;                                                     
 GENR LAACHNO=LOG(AACHNO+.00001);                                             
 GENR LACHNO=LOG(ACHNO+.00001);                                               
 LHS AACHNO=EXP(LAACHNO)-.00001;                                              
  EQ  945 LAACHNO C LACHNO(-1) PCHNO;                                         
EQUATION 808  LAACHNO  
   RHS     C  LACHNO(-1)  PCHNO  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  808 PLOT=0;END;                                                     

Equation number =  808
**********************

Dependent variable = LAACHNO 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.866367983

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.283141792       0.377737886   0.74957     1.000000
12833 LACHNO  ( -1)       0.881560200       0.041557779  21.21288    -4.891637
12831 PCHNO   (  0)      -0.764224446       0.424652181  -1.79965     1.095538

SE of equation            =     0.469330937
Sum of squared residuals  =  27.0933980      -0.647615295E-11
Average absolute error    =     0.319373989
Sum of ABS residuals      =  40.2411226    
R squared                 =   0.86802
Durbin-Watson statistic   =   2.74287
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!    *+                                !!          .  0.   .          !
 1981.4!  *  +                                !!          .0  .   .          !
 1982.1!  * +                                 !!          .  0.   .          !
 1982.2!   +                                  !!          .  0.   .          !
 1982.3!    +                                 !!          .   0   .          !
 1982.4!  *  +                                !!          .0  .   .          !
 1983.1! * +                                  !!          . 0 .   .          !
 1983.2! +                                    !!          .   0   .          !
 1983.3!  +  *                                !!          .   .   0          !
 1983.4!*    +                                !!         0.   .   .          !
 1984.1!*+                                    !!          .  0.   .          !
 1984.2!*+                                    !!          .   0   .          !
 1984.3! +  *                                 !!          .   .  0.          !
 1984.4!*  +                                  !!          0   .   .          !
 1985.1+                                      !!          .   0   .          !
 1985.2+                                      !!          .   0   .          !
 1985.3!+  *                                  !!          .   .  0.          !
 1985.4!  * +                                 !!          . 0 .   .          !
 1986.1!*  +                                  !!          0   .   .          !
 1986.2!  +                                   !!          .   0   .          !
 1986.3!   +  *                               !!          .   .  0.          !
 1986.4!    *   +                             !!          0   .   .          !
 1987.1!      +             *                 !!          .   .   .         0!
 1987.2!                  * +                 !!          . 0 .   .          !
 1987.3!         *        +                   !!    0     .   .   .          !
 1987.4!           +      *                   !!          .   .   .  0       !
 1988.1!     *             +                  !0          .   .   .          !
 1988.2!       +   *                          !!          .   .   0          !
 1988.3!           *+                         !!          .   0   .          !
 1988.4!         *   +                        !!          0   .   .          !
 1989.1!      *   +                           !!         0.   .   .          !
 1989.2!       +                              !!          .   0   .          !
 1989.3!        +*                            !!          .   .0  .          !
 1989.4!         * +                          !!          . 0 .   .          !
 1990.1!      *    +                          !!         0.   .   .          !
 1990.2!        +                             !!          .   0   .          !
 1990.3!          *+                          !!          .  0.   .          !
 1990.4!         *  +                         !!          0   .   .          !
 1991.1!       *   +                          !!          0   .   .          !
 1991.2!      * +                             !!          . 0 .   .          !
 1991.3!        +            *                !!          .   .   .        0 !
 1991.4!         *           +                !! 0        .   .   .          !
 1992.1!        *  +                          !!          .0  .   .          !
 1992.2!          +             *             !!          .   .   .          0
 1992.3!              *          +            !!  0       .   .   .          !
 1992.4!              *+                      !!          . 0 .   .          !
 1993.1!              +*                      !!          .   0   .          !
 1993.2!              * +                     !!          . 0 .   .          !
 1993.3!               +*                     !!          .   . 0 .          !
 1993.4!                *+                    !!          .  0.   .          !
 1994.1!              * +                     !!          .0  .   .          !
 1994.2!               +                      !!          .   0   .          !
 1994.3!                +*                    !!          .   . 0 .          !
 1994.4!                  + *                 !!          .   . 0 .          !
 1995.1!                 *  +                 !!          0   .   .          !
 1995.2!                  +                   !!          .   0   .          !
 1995.3!                   +*                 !!          .   .0  .          !
 1995.4!                     +*               !!          .   .0  .          !
 1996.1!                *     +               !!       0  .   .   .          !
 1996.2!               * +                    !!          . 0 .   .          !
 1996.3!                 +       *            !!          .   .   .   0      !
 1996.4!                         + *          !!          .   . 0 .          !
 1997.1!                          +           !!          .   0   .          !
 1997.2!                        * +           !!          . 0 .   .          !
 1997.3!                        + *           !!          .   . 0 .          !
 1997.4!                         *+           !!          .  0.   .          !
 1998.1!                    *   +             !!         0.   .   .          !
 1998.2!                  * +                 !!          . 0 .   .          !
 1998.3!                  +     *             !!          .   .   . 0        !
 1998.4!                 *      +             !!       0  .   .   .          !
 1999.1!                  + *                 !!          .   .  0.          !
 1999.2!                 *  +                 !!          .0  .   .          !
 1999.3!                  +     *             !!          .   .   .  0       !
 1999.4!                      * +             !!          . 0 .   .          !
 2000.1!                     +     *          !!          .   .   .  0       !
 2000.2!                      *   +           !!          0   .   .          !
 2000.3!             *       +                !!      0   .   .   .          !
 2000.4!             +       *                !!          .   .   .    0     !
 2001.1!                     +                !!          .   0   .          !
 2001.2!                    + *               !!          .   . 0 .          !
 2001.3!                    +    *            !!          .   .   .0         !
 2001.4!                     *  +             !!          . 0 .   .          !
 2002.1!                    +  *              !!          .   .  0.          !
 2002.2!                      +*              !!          .   .0  .          !
 2002.3!                      +    *          !!          .   .   .0         !
 2002.4!                         *+           !!          .  0.   .          !
 2003.1!                        +   *         !!          .   .   0          !
 2003.2!                           +  *       !!          .   .  0.          !
 2003.3!                             +        !!          .  0.   .          !
 2003.4!                            +         !!          .   0   .          !
 2004.1!                            +         !!          .   0   .          !
 2004.2!                           +*         !!          .   .0  .          !
 2004.3!                            + *       !!          .   .  0.          !
 2004.4!                             *+       !!          .  0.   .          !
 2005.1!                             +*       !!          .   .0  .          !
 2005.2!                             +        !!          .   0   .          !
 2005.3!                             + *      !!          .   . 0 .          !
 2005.4!                              +       !!          .   0   .          !
 2006.1!                             + *      !!          .   . 0 .          !
 2006.2!                               +      !!          .   0   .          !
 2006.3!                              + *     !!          .   . 0 .          !
 2006.4!                               +      !!          .  0.   .          !
 2007.1!                              +*      !!          .   .0  .          !
 2007.2!                               +      !!          .   0   .          !
 2007.3!                               + *    !!          .   . 0 .          !
 2007.4!                                *+    !!          .  0.   .          !
 2008.1!                               +*     !!          .   .0  .          !
 2008.2!                               *+     !!          . 0 .   .          !
 2008.3!                              +   *   !!          .   .   0          !
 2008.4!                                 +    !!          .  0.   .          !
 2009.1!                                +*    !!          .   .0  .          !
 2009.2!                                +*    !!          .   . 0 .          !
 2009.3!                                 +    !!          .   0   .          !
 2009.4!                                 +   *!!          .   .   0          !
 2010.1!                                   +* !!          .   0   .          !
 2010.2!                                 *+   !!          . 0 .   .          !
 2010.3!                                +  *  !!          .   .   0          !
 2010.4!                                  +   !!          .  0.   .          !
 2011.1!                                 +  * !!          .   .  0.          !
 2011.2!                                 * +  !!          .  0.   .          !
 2011.3!                                 +  * !!          .   .   0          !
 2011.4!                                   +  *!          .   .  0.          !
 2012.1!                                *   + !!         0.   .   .          !
 2012.2!                               +     *!!          .   .   .  0       !
 2012.3!                                 * +  !!          . 0 .   .          !
 2012.4!                                +     !!          .   0   .          !


     19.05 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
@EQ   946 LAAARNO C LAARNO(-1) PARNO;SMPL 1966.1 2012.4;OLS;EST  946 PLOT=0;EN
@EQ   947 LAABRNO C LABRNO(-1) PBRNO;SMPL 1981.3 2012.4;OLS;EST  947 PLOT=0;EN
@@EQ  948 LAACENO C LACENO(-1) PCENO;SMPL 1996.2 2012.4;OLS;EST  948 PLOT=0;EN
@EQ   949 LAAMENO C LAMENO(-1) PMENO;SMPL 1983.1 2012.4;OLS;EST  949 PLOT=0;EN
@EQ   950 LAAPENO C LAPENO(-1) PPENO;SMPL 1981.3 2012.4;OLS;EST  950 PLOT=0;EN
@@EQ  951 LAATUNO C LATUNO(-1) PTUNO;SMPL 1993.3 2012.4;OLS;EST  951 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDNO=PDPX$/NOPMM;                                                      
 GENR LAAPDNO=LOG(AAPDNO+.00001);                                             
 GENR LAPDNO=LOG(APDNO+.00001);                                               
 LHS AAPDNO=EXP(LAAPDNO)-.00001;                                              
  EQ  952 LAAPDNO C LAPDNO(-1) PPDNO;                                         
EQUATION 809  LAAPDNO  
   RHS     C  LAPDNO(-1)  PPDNO  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  809 PLOT=0;END;                                                     

Equation number =  809
**********************

Dependent variable = LAAPDNO 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.844882944

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.101510658       0.331286492   0.30641     1.000000
12836 LAPDNO  ( -1)       0.889089118       0.039120888  22.72671    -4.864012
12834 PPDNO   (  0)      -0.567623702       0.343781960  -1.65112     1.095538

SE of equation            =     0.422101888
Sum of squared residuals  =  21.9149104      -0.146549439E-12
Average absolute error    =     0.280923650
Sum of ABS residuals      =  35.3963799    
R squared                 =   0.85546
Durbin-Watson statistic   =   2.91153
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!    +  *                              !!          .   . 0 .          !
 1981.4!     *  +                             !!          .0  .   .          !
 1982.1!      +            *                  !!          .   .   .        0 !
 1982.2!       *          +                   !!   0      .   .   .          !
 1982.3!       +           *                  !!          .   .   .      0   !
 1982.4!  *               +                   !0          .   .   .          !
 1983.1!*  +                                  !!          .0  .   .          !
 1983.2! +*                                   !!          .   .0  .          !
 1983.3!  +                                   !!          .   0   .          !
 1983.4!   +           *                      !!          .   .   .       0  !
 1984.1!*             +                       !! 0        .   .   .          !
 1984.2! +   *                                !!          .   .   0          !
 1984.3!     +      *                         !!          .   .   .  0       !
 1984.4!  *        +                          !!     0    .   .   .          !
 1985.1!  +                                   !!          .   .0  .          !
 1985.2!  +                                   !!          .   0   .          !
 1985.3!  *+                                  !!          .  0.   .          !
 1985.4!   +*                                 !!          .   .0  .          !
 1986.1! *   +                                !!          0   .   .          !
 1986.2! * +                                  !!          . 0 .   .          !
 1986.3!*  +                                  !!          .0  .   .          !
 1986.4! *+                                   !!          .   0   .          !
 1987.1!  *+                                  !!          . 0 .   .          !
 1987.2!    + *                               !!          .   .  0.          !
 1987.3!   *    +                             !!          0   .   .          !
 1987.4!      +    *                          !!          .   .   .0         !
 1988.1!    *       +                         !!      0   .   .   .          !
 1988.2!    * +                               !!          .  0.   .          !
 1988.3! *    +                               !!          0   .   .          !
 1988.4!   +       *                          !!          .   .   .   0      !
 1989.1!   *        +                         !!     0    .   .   .          !
 1989.2!  * +                                 !!          . 0 .   .          !
 1989.3!    +  *                              !!          .   .  0.          !
 1989.4*         +                            !!     0    .   .   .          !
 1990.1!  +   *                               !!          .   .   0          !
 1990.2!       +                              !!          .  0.   .          !
 1990.3!       * +                            !!          .  0.   .          !
 1990.4!       *  +                           !!          . 0 .   .          !
 1991.1!          +*                          !!          .   .0  .          !
 1991.2!           +                          !!          .  0.   .          !
 1991.3!          * +                         !!          . 0 .   .          !
 1991.4!           +                          !!          .   0   .          !
 1992.1!             +  *                     !!          .   .   0          !
 1992.2!                *+                    !!          .  0.   .          !
 1992.3!                *+                    !!          .  0.   .          !
 1992.4!               * +                    !!          . 0 .   .          !
 1993.1!           *    +                     !!         0.   .   .          !
 1993.2!       *    +                         !!          0   .   .          !
 1993.3!       * +                            !!          . 0 .   .          !
 1993.4!        +                             !!          .   0   .          !
 1994.1!         *+                           !!          .  0.   .          !
 1994.2!          + *                         !!          .   . 0 .          !
 1994.3!            *+                        !!          .  0.   .          !
 1994.4!             +                        !!          .   0   .          !
 1995.1!             *+                       !!          .  0.   .          !
 1995.2!             *+                       !!          .  0.   .          !
 1995.3!             *+                       !!          .  0.   .          !
 1995.4!             * +                      !!          .  0.   .          !
 1996.1!              +    *                  !!          .   .   0          !
 1996.2!                   +                  !!          .   0   .          !
 1996.3!                    +                 !!          .   0   .          !
 1996.4!                    +                 !!          .   0   .          !
 1997.1!              *     +                 !!        0 .   .   .          !
 1997.2!              *+                      !!          .  0.   .          !
 1997.3!              +                       !!          .   0   .          !
 1997.4!               +*                     !!          .   .0  .          !
 1998.1!              * +                     !!          .0  .   .          !
 1998.2!              +                       !!          .   0   .          !
 1998.3!              + *                     !!          .   . 0 .          !
 1998.4!                *+                    !!          .  0.   .          !
 1999.1!                +   *                 !!          .   .  0.          !
 1999.2!                  *+                  !!          .  0.   .          !
 1999.3!                  +   *               !!          .   .   0          !
 1999.4!                   *  +               !!          .0  .   .          !
 2000.1!                   +                  !!          .   0   .          !
 2000.2!                * +                   !!          . 0 .   .          !
 2000.3!                +                     !!          .   0   .          !
 2000.4!                +       *             !!          .   .   .   0      !
 2001.1!                    *  +              !!          .0  .   .          !
 2001.2!                   + *                !!          .   . 0 .          !
 2001.3!                    +                 !!          .   .0  .          !
 2001.4!                   +  *               !!          .   .  0.          !
 2002.1!                     +   *            !!          .   .   .0         !
 2002.2!                        + *           !!          .   . 0 .          !
 2002.3!                         + *          !!          .   . 0 .          !
 2002.4!                          + *         !!          .   . 0 .          !
 2003.1!                           +  *       !!          .   .  0.          !
 2003.2!                             +*       !!          .   .0  .          !
 2003.3!                             + *      !!          .   . 0 .          !
 2003.4!                              +*      !!          .   .0  .          !
 2004.1!                              +*      !!          .   .0  .          !
 2004.2!                              +       !!          .   0   .          !
 2004.3!                             + *      !!          .   . 0 .          !
 2004.4!                              + *     !!          .   . 0 .          !
 2005.1!                               +     *!!          .   .   .0         !
 2005.2!                                  *+  !!          .  0.   .          !
 2005.3!                                *+    !!          .  0.   .          !
 2005.4!                              *+      !!          .  0.   .          !
 2006.1!                             + *      !!          .   . 0 .          !
 2006.2!                               +   *  !!          .   .   0          !
 2006.3!                               *  +   !!          .0  .   .          !
 2006.4!                              +   *   !!          .   .   0          !
 2007.1!                              *  +    !!          .0  .   .          !
 2007.2!                              +      *!!          .   .   .   0      !
 2007.3!                               *    + !!         0.   .   .          !
 2007.4!                               +*     !!          .   .0  .          !
 2008.1!                               + *    !!          .   . 0 .          !
 2008.2!                                +  *  !!          .   .  0.          !
 2008.3!                                 *+   !!          .  0.   .          !
 2008.4!                                +*    !!          .   .0  .          !
 2009.1!                               +      !!          .   0   .          !
 2009.2!                               +      *!          .   .   .  0       !
 2009.3!                                 *   +!!          0   .   .          !
 2009.4!                                +*    !!          .   .0  .          !
 2010.1!                           *    +     !!         0.   .   .          !
 2010.2!                          +*          !!          .   .0  .          !
 2010.3!                           +          !!          .   0   .          !
 2010.4!                          +           !!          .   0   .          !
 2011.1!                          +           !!          .   0   .          !
 2011.2!                          + *         !!          .   . 0 .          !
 2011.3!                           *+         !!          .  0.   .          !
 2011.4!                           +*         !!          .   .0  .          !
 2012.1!                           +          !!          .   0   .          !
 2012.2!                           +          !!          .   .0  .          !
 2012.3!                           +*         !!          .   . 0 .          !
 2012.4!                            +         !!          .   0   .          !


     21.43 percent of the residuals exceed 1 SE
      7.94 percent of the residuals exceed 2 SE
@@EQ  953 LAARUNO C LARUNO(-1) PRUNO;SMPL 1992.3 2012.4;OLS;EST  953 PLOT=0;EN
@@EQ  954 LAAUENO C LAUENO(-1) PUENO;SMPL 1995.3 2012.4;OLS;EST  954 PLOT=0;EN
@EQ   955 LAAEGNO C LAEGNO(-1) PEGNO;SMPL 1981.3 2012.4;OLS;EST  955 PLOT=0;EN
@EQ   956 LAAISNO C LAISNO(-1) PISNO;SMPL 1966.1 2012.4;OLS;EST  956 PLOT=0;EN
@@EQ  957 LAAKENO C LAKENO(-1) PKENO;SMPL 1991.3 2012.4;OLS;EST  957 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBANO=BAPX$/NOPMM;                                                      
 GENR LAABANO=LOG(AABANO+.00001);                                             
 GENR LABANO=LOG(ABANO+.00001);                                               
 LHS AABANO=EXP(LAABANO)-.00001;                                              
  EQ  958 LAABANO C LABANO(-1) PBANO;                                         
EQUATION 810  LAABANO  
   RHS     C  LABANO(-1)  PBANO  
 SMPL 1985.3 2012.4;                                                          
Sample period is now  1985.3 to  2012.4 Internally:   135 to   244
 OLS;EST  810 PLOT=0;END;                                                     

Equation number =  810
**********************

Dependent variable = LAABANO 

 1985.3 -   2012.4,    0 missing obs.,  110 obs. used.

Mean of dependent variable       -7.963836416

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.905994700       0.417517618  -4.56506     1.000000
12839 LABANO  ( -1)       0.675025179       0.070554850   9.56738    -8.006229
12837 PBANO   (  0)      -0.567892183       0.372317240  -1.52529     1.150633

SE of equation            =     0.427672546
Sum of squared residuals  =  19.5707073      -0.196180849E-10
Average absolute error    =     0.313288240
Sum of ABS residuals      =  34.4617064    
R squared                 =   0.66515
Durbin-Watson statistic   =   2.29391
SMPL and No. Obs.         = 1985.3   2012.4    110

Plot of actual(*) and fitted(+) values and residuals(0)


 1985.3* +                                    !!          . 0 .   .          !
 1985.4!     +*                               !!          .   .0  .          !
 1986.1!           +*                         !!          .   . 0 .          !
 1986.2!      *        +                      !!   0      .   .   .          !
 1986.3!            +      *                  !!          .   .   .    0     !
 1986.4!                 *  +                 !!          0   .   .          !
 1987.1!                 * +                  !!          .0  .   .          !
 1987.2!                   *+                 !!          .  0.   .          !
 1987.3!                    + *               !!          .   . 0 .          !
 1987.4!                 *     +              !!        0 .   .   .          !
 1988.1!                  * +                 !!          . 0 .   .          !
 1988.2!            *       +                 !!     0    .   .   .          !
 1988.3!               +    *                 !!          .   .   . 0        !
 1988.4!                   * +                !!          . 0 .   .          !
 1989.1!                 *   +                !!          0   .   .          !
 1989.2!                  *+                  !!          . 0 .   .          !
 1989.3!                    +                 !!          .   0   .          !
 1989.4!                     +*               !!          .   .0  .          !
 1990.1!                     * +              !!          .0  .   .          !
 1990.2!                       +*             !!          .   . 0 .          !
 1990.3!                         +*           !!          .   . 0 .          !
 1990.4!                           +          !!          .   .0  .          !
 1991.1!                       *   +          !!          0   .   .          !
 1991.2!                       +  *           !!          .   .  0.          !
 1991.3!                          + *         !!          .   .  0.          !
 1991.4!                        *   +         !!         0.   .   .          !
 1992.1!                         +*           !!          .   .0  .          !
 1992.2!                      *   +           !!          0   .   .          !
 1992.3!                        +*            !!          .   .0  .          !
 1992.4!                          +           !!          .   .0  .          !
 1993.1!                          + *         !!          .   . 0 .          !
 1993.2!                        *  +          !!          0   .   .          !
 1993.3!                       *+             !!          .  0.   .          !
 1993.4!                        +             !!          .   0   .          !
 1994.1!                       *+             !!          . 0 .   .          !
 1994.2!                        +             !!          .   .0  .          !
 1994.3!                         +            !!          .   0   .          !
 1994.4!                          +           !!          .   0   .          !
 1995.1!                          +*          !!          .   .0  .          !
 1995.2!                         * +          !!          . 0 .   .          !
 1995.3!                          +*          !!          .   .0  .          !
 1995.4!                          *+          !!          . 0 .   .          !
 1996.1!                       *  +           !!          .0  .   .          !
 1996.2!                        +             !!          .   0   .          !
 1996.3!                         +            !!          .   .0  .          !
 1996.4!                        * +           !!          .0  .   .          !
 1997.1!                        +             !!          .  0.   .          !
 1997.2!                       * +            !!          . 0 .   .          !
 1997.3!                     *  +             !!          .0  .   .          !
 1997.4!                       +  *           !!          .   .   0          !
 1998.1!                         *+           !!          .  0.   .          !
 1998.2!                         + *          !!          .   . 0 .          !
 1998.3!                          + *         !!          .   . 0 .          !
 1998.4!                     *     +          !!       0  .   .   .          !
 1999.1!                       +  *           !!          .   .   0          !
 1999.2!                          +   *       !!          .   .   .0         !
 1999.3!                            +         !!          .   0   .          !
 1999.4!                      *    +          !!        0 .   .   .          !
 2000.1!                       +*             !!          .   . 0 .          !
 2000.2!                        +  *          !!          .   .   0          !
 2000.3!                          +  *        !!          .   .  0.          !
 2000.4!                          *+          !!          .  0.   .          !
 2001.1!                          +  *        !!          .   .   0          !
 2001.2!                          *+          !!          . 0 .   .          !
 2001.3!                         +   *        !!          .   .   .0         !
 2001.4!                     *     +          !!       0  .   .   .          !
 2002.1!                      +      *        !!          .   .   .   0      !
 2002.2!                           +          !!          .  0.   .          !
 2002.3!                          +  *        !!          .   .   0          !
 2002.4!                         *  +         !!          .0  .   .          !
 2003.1!                         + *          !!          .   . 0 .          !
 2003.2!                           +          !!          .   0   .          !
 2003.3!                         *+           !!          . 0 .   .          !
 2003.4!                      *  +            !!          .0  .   .          !
 2004.1!                        +*            !!          .   .0  .          !
 2004.2!                         *+           !!          .  0.   .          !
 2004.3!                       *  +           !!          .0  .   .          !
 2004.4!                 *       +            !!     0    .   .   .          !
 2005.1!                     +*               !!          .   .0  .          !
 2005.2!                       *+             !!          .   0   .          !
 2005.3!                    *   +             !!         0.   .   .          !
 2005.4!                    * +               !!          .0  .   .          !
 2006.1!                      +            *  !!          .   .   .          0
 2006.2!                                +  *  !!          .   .  0.          !
 2006.3!                     *          +     !!  0       .   .   .          !
 2006.4!                       +              !!          .   0   .          !
 2007.1!                        +        *    !!          .   .   .     0    !
 2007.2!                                +*    !!          .   . 0 .          !
 2007.3!                       *        +     !!    0     .   .   .          !
 2007.4!                        + *           !!          .   . 0 .          !
 2008.1!                         * +          !!          .0  .   .          !
 2008.2!                        * +           !!          . 0 .   .          !
 2008.3!                         +*           !!          .   .0  .          !
 2008.4!                          + *         !!          .   .0  .          !
 2009.1!                           +  *       !!          .   .  0.          !
 2009.2!                            *+        !!          .  0.   .          !
 2009.3!                            +  *      !!          .   .   0          !
 2009.4!                            * +       !!          . 0 .   .          !
 2010.1!                            +   *     !!          .   .   .0         !
 2010.2!                              +       !!          .   0   .          !
 2010.3!                             +    *   !!          .   .   .0         !
 2010.4!                                +  *  !!          .   .   0          !
 2011.1!                                 +  * !!          .   .   0          !
 2011.2!                                 +    *!          .   .   . 0        !
 2011.3!                                  + * !!          .   . 0 .          !
 2011.4!                                 +    !!          .   0   .          !
 2012.1!                               +  *   !!          .   .  0.          !
 2012.2!                               + *    !!          .   . 0 .          !
 2012.3!                               +   *  !!          .   .   .0         !
 2012.4!                                +  *  !!          .   .  0.          !


     23.64 percent of the residuals exceed 1 SE
      7.27 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKNO=HKPX$/NOPMM;                                                      
 GENR LAAHKNO=LOG(AAHKNO+.00001);                                             
 GENR LAHKNO=LOG(AHKNO+.00001);                                               
 LHS AAHKNO=EXP(LAAHKNO)-.00001;                                              
  EQ  959 LAAHKNO C LAHKNO(-1) PHKNO;                                         
EQUATION 811  LAAHKNO  
   RHS     C  LAHKNO(-1)  PHKNO  
 SMPL 1968.4 2012.4;                                                          
Sample period is now  1968.4 to  2012.4 Internally:    68 to   244
 OLS;EST  811 PLOT=0;END;                                                     

Equation number =  811
**********************

Dependent variable = LAAHKNO 

 1968.4 -   2012.4,    0 missing obs.,  177 obs. used.

Mean of dependent variable       -5.466471875

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.493901519       0.140749606  -3.50908     1.000000
12842 LAHKNO  ( -1)       0.859715591       0.038495311  22.33300    -5.475934
12840 PHKNO   (  0)      -0.182762149       0.067440916  -2.70996     1.449010

SE of equation            =     0.249710077
Sum of squared residuals  =  10.8497913      -0.243618459E-10
Average absolute error    =     0.190638674
Sum of ABS residuals      =  33.7430453    
R squared                 =   0.92145
Durbin-Watson statistic   =   2.84601
SMPL and No. Obs.         = 1968.4   2012.4    177

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.4!    *+                                !!           . 0.  .           !
 1969.1!     +                                !!           .  0  .           !
 1969.2!    *+                                !!           . 0.  .           !
 1969.3!   *+                                 !!           .0 .  .           !
 1969.4! *  +                                 !!           0  .  .           !
 1970.1!   +                                  !!           .  .0 .           !
 1970.2!  * +                                 !!           .0 .  .           !
 1970.3! * +                                  !!           0  .  .           !
 1970.4!* +                                   !!           .0 .  .           !
 1971.1! *+                                   !!           . 0.  .           !
 1971.2! *+                                   !!           .0 .  .           !
 1971.3!* +                                   !!           .0 .  .           !
 1971.4!*+                                    !!           .0 .  .           !
 1972.1!*+                                    !!           .0 .  .           !
 1972.2* +                                    !!           .0 .  .           !
 1972.3* +                                    !!           .0 .  .           !
 1972.4*+                                     !!           . 0.  .           !
 1973.1! +            *                       !!           .  .  .           0
 1973.2!            *+                        !!           . 0.  .           !
 1973.3!            + *                       !!           .  .  0           !
 1973.4!          *  +                        !!          0.  .  .           !
 1974.1!         +   *                        !!           .  .  . 0         !
 1974.2!            +                         !!           .  0  .           !
 1974.3!            +*                        !!           .  .0 .           !
 1974.4!            +                         !!           .  .0 .           !
 1975.1!              +     *                 !!           .  .  .   0       !
 1975.2!                    +                 !!           .  0  .           !
 1975.3!                     +*               !!           .  . 0.           !
 1975.4!                  *   +               !!          0.  .  .           !
 1976.1!                   +  *               !!           .  .  0           !
 1976.2!                     *+               !!           . 0.  .           !
 1976.3!                     + *              !!           .  . 0.           !
 1976.4!                      *+              !!           . 0.  .           !
 1977.1!                      +               !!           .  0  .           !
 1977.2!                     *+               !!           . 0.  .           !
 1977.3!                    *+                !!           . 0.  .           !
 1977.4!                    +*                !!           .  0  .           !
 1978.1!                   * +                !!           .0 .  .           !
 1978.2!                *   +                 !!          0.  .  .           !
 1978.3!                 +   *                !!           .  .  .0          !
 1978.4!                 *   +                !!         0 .  .  .           !
 1979.1!                  + *                 !!           .  .  0           !
 1979.2!                   * +                !!           .0 .  .           !
 1979.3!                    +                 !!           .  0  .           !
 1979.4!                   * +                !!           .0 .  .           !
 1980.1!                  * +                 !!           .0 .  .           !
 1980.2!                   +*                 !!           .  .0 .           !
 1980.3!                     +                !!           .  0  .           !
 1980.4!                   *  +               !!          0.  .  .           !
 1981.1!                   *+                 !!           . 0.  .           !
 1981.2!                   *+                 !!           . 0.  .           !
 1981.3!                    +*                !!           .  . 0.           !
 1981.4!                *     +               !!        0  .  .  .           !
 1982.1!                 + *                  !!           .  . 0.           !
 1982.2!                  * +                 !!           .0 .  .           !
 1982.3!                   +  *               !!           .  .  0           !
 1982.4!                  *   +               !!          0.  .  .           !
 1983.1!                   +  *               !!           .  .  0           !
 1983.2!                  *   +               !!          0.  .  .           !
 1983.3!                   +    *             !!           .  .  .  0        !
 1983.4!                    *   +             !!         0 .  .  .           !
 1984.1!                     + *              !!           .  .  0           !
 1984.2!                     * +              !!           .0 .  .           !
 1984.3!                     + *              !!           .  . 0.           !
 1984.4!                     * +              !!           0  .  .           !
 1985.1!                     + *              !!           .  .  0           !
 1985.2!                   *   +              !!         0 .  .  .           !
 1985.3!                   +  *               !!           .  .  0           !
 1985.4!                   *  +               !!          0.  .  .           !
 1986.1!                    +*                !!           .  . 0.           !
 1986.2!                     *+               !!           . 0.  .           !
 1986.3!                      +  *            !!           .  .  .0          !
 1986.4!                       * +            !!           0  .  .           !
 1987.1!                       +*             !!           .  0  .           !
 1987.2!                        +*            !!           .  .0 .           !
 1987.3!                         +  *         !!           .  .  .0          !
 1987.4!                         *  +         !!          0.  .  .           !
 1988.1!                          + *         !!           .  . 0.           !
 1988.2!                          * +         !!           .0 .  .           !
 1988.3!                          +    *      !!           .  .  .  0        !
 1988.4!                            *  +      !!          0.  .  .           !
 1989.1!                            +*        !!           .  . 0.           !
 1989.2!                           * +        !!           .0 .  .           !
 1989.3!                           +   *      !!           .  .  . 0         !
 1989.4!                            *  +      !!           .0 .  .           !
 1990.1!                            +*        !!           .  .0 .           !
 1990.2!                            *+        !!           . 0.  .           !
 1990.3!                            +    *    !!           .  .  . 0         !
 1990.4!                                *+    !!           . 0.  .           !
 1991.1!                               +      !!           .  0  .           !
 1991.2!                               +      !!           .  0  .           !
 1991.3!                              +   *   !!           .  .  . 0         !
 1991.4!                                 +    !!           . 0.  .           !
 1992.1!                                +*    !!           .  . 0.           !
 1992.2!                               * +    !!           .0 .  .           !
 1992.3!                               +    * !!           .  .  .  0        !
 1992.4!                                  *+  !!           . 0.  .           !
 1993.1!                                 + *  !!           .  . 0.           !
 1993.2!                                * +   !!           .0 .  .           !
 1993.3!                               +    * !!           .  .  .  0        !
 1993.4!                                  *+  !!           . 0.  .           !
 1994.1!                                 +    !!           .  .0 .           !
 1994.2!                               *+     !!           . 0.  .           !
 1994.3!                               +    * !!           .  .  .  0        !
 1994.4!                                   +* !!           .  .0 .           !
 1995.1!                                  *+  !!           . 0.  .           !
 1995.2!                                 +    !!           . 0.  .           !
 1995.3!                                +     *!           .  .  .   0       !
 1995.4!                                   * +!!           .0 .  .           !
 1996.1!                                  +   !!           .  0  .           !
 1996.2!                                *+    !!           .0 .  .           !
 1996.3!                               +    * !!           .  .  .  0        !
 1996.4!                                  *+  !!           .0 .  .           !
 1997.1!                                *+    !!           .  0  .           !
 1997.2!                               *+     !!           . 0.  .           !
 1997.3!                              +     * !!           .  .  .  0        !
 1997.4!                                 *+   !!           .0 .  .           !
 1998.1!                                +     !!           .  0  .           !
 1998.2!                              *+      !!           . 0.  .           !
 1998.3!                              +   *   !!           .  .  .0          !
 1998.4!                                *+    !!           . 0.  .           !
 1999.1!                               +*     !!           .  .0 .           !
 1999.2!                               +      !!           .  0  .           !
 1999.3!                              +   *   !!           .  .  .0          !
 1999.4!                                *+    !!           . 0.  .           !
 2000.1!                               +      !!           .  0  .           !
 2000.2!                              *+      !!           . 0.  .           !
 2000.3!                             +    *   !!           .  .  . 0         !
 2000.4!                                *+    !!           . 0.  .           !
 2001.1!                             * +      !!           .0 .  .           !
 2001.2!                           * +        !!           . 0.  .           !
 2001.3!                           +   *      !!           .  .  .0          !
 2001.4!                             *+       !!           . 0.  .           !
 2002.1!                             +        !!           .  .0 .           !
 2002.2!                           * +        !!           . 0.  .           !
 2002.3!                           +   *      !!           .  .  .0          !
 2002.4!                              *+      !!           . 0.  .           !
 2003.1!                             *+       !!           . 0.  .           !
 2003.2!                             +        !!           .  0  .           !
 2003.3!                             +  *     !!           .  .  0           !
 2003.4!                             *  +     !!           0  .  .           !
 2004.1!                             +*       !!           .  .0 .           !
 2004.2!                             *+       !!           . 0.  .           !
 2004.3!                             + *      !!           .  . 0.           !
 2004.4!                             * +      !!           .0 .  .           !
 2005.1!                             +*       !!           .  0  .           !
 2005.2!                            * +       !!           .0 .  .           !
 2005.3!                             + *      !!           .  . 0.           !
 2005.4!                             * +      !!           .0 .  .           !
 2006.1!                             +        !!           . 0.  .           !
 2006.2!                           * +        !!           .0 .  .           !
 2006.3!                            +*        !!           .  . 0.           !
 2006.4!                          *   +       !!          0.  .  .           !
 2007.1!                          *+          !!           . 0.  .           !
 2007.2!                         * +          !!           .0 .  .           !
 2007.3!                          + *         !!           .  . 0.           !
 2007.4!                          *  +        !!           0  .  .           !
 2008.1!                          *+          !!           .0 .  .           !
 2008.2!                         * +          !!           .0 .  .           !
 2008.3!                          + *         !!           .  . 0.           !
 2008.4!                           *+         !!           . 0.  .           !
 2009.1!                          *+          !!           .0 .  .           !
 2009.2!                         * +          !!           .0 .  .           !
 2009.3!                         +*           !!           .  .0 .           !
 2009.4!                        *  +          !!          0.  .  .           !
 2010.1!                         +            !!           .  .0 .           !
 2010.2!                         *+           !!           .0 .  .           !
 2010.3!                         +   *        !!           .  .  .0          !
 2010.4!                         *   +        !!         0 .  .  .           !
 2011.1!                         *+           !!           . 0.  .           !
 2011.2!                          +           !!           . 0.  .           !
 2011.3!                          +           !!           .  0  .           !
 2011.4!                        *  +          !!          0.  .  .           !
 2012.1!                      *  +            !!           .0 .  .           !
 2012.2!                      *+              !!           .0 .  .           !
 2012.3!                       +*             !!           .  .0 .           !
 2012.4!                      *  +            !!           0  .  .           !


     25.42 percent of the residuals exceed 1 SE
      5.08 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSINO=SIPX$/NOPMM;                                                      
 GENR LAASINO=LOG(AASINO+.00001);                                             
 GENR LASINO=LOG(ASINO+.00001);                                               
 LHS AASINO=EXP(LAASINO)-.00001;                                              
  EQ  960 LAASINO C LASINO(-1) PSINO;                                         
EQUATION 812  LAASINO  
   RHS     C  LASINO(-1)  PSINO  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST  812 PLOT=0;END;                                                     

Equation number =  812
**********************

Dependent variable = LAASINO 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -5.794732358

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.137500722       0.303150634  -7.05095     1.000000
12845 LASINO  ( -1)       0.461302240       0.066371071   6.95035    -5.801365
12843 PSINO   (  0)      -0.666093885       0.123137207  -5.40936     1.472839

SE of equation            =     0.476107537
Sum of squared residuals  =  39.6687178       0.687849777E-11
Average absolute error    =     0.323678948
Sum of ABS residuals      =  57.6148528    
R squared                 =   0.55449
Durbin-Watson statistic   =   2.35634
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3!         +*                           !!          .   .0  .          !
 1968.4!        +                             !!          .   0   .          !
 1969.1!       +                              !!          .   0   .          !
 1969.2!      *+                              !!          .  0.   .          !
 1969.3!     *+                               !!          .  0.   .          !
 1969.4!   *  +                               !!          . 0 .   .          !
 1970.1!      +                               !!          .   0   .          !
 1970.2!      *+                              !!          .  0.   .          !
 1970.3!     * +                              !!          . 0 .   .          !
 1970.4!    *  +                              !!          . 0 .   .          !
 1971.1!    *  +                              !!          . 0 .   .          !
 1971.2!    *  +                              !!          .0  .   .          !
 1971.3!   *   +                              !!          .0  .   .          !
 1971.4!  *    +                              !!          0   .   .          !
 1972.1*       +                              !!        0 .   .   .          !
 1972.2!     +*                               !!          .   0   .          !
 1972.3!      *  +                            !!          . 0 .   .          !
 1972.4*         +                            !!      0   .   .   .          !
 1973.1!      + *                             !!          .   . 0 .          !
 1973.2!       *   +                          !!          .0  .   .          !
 1973.3!       *   +                          !!          .0  .   .          !
 1973.4!     *    +                           !!          0   .   .          !
 1974.1!         +  *                         !!          .   .  0.          !
 1974.2!             +                        !!          .   0   .          !
 1974.3!         *   +                        !!          .0  .   .          !
 1974.4!         * +                          !!          . 0 .   .          !
 1975.1!           +*                         !!          .   .0  .          !
 1975.2!           * +                        !!          .  0.   .          !
 1975.3!      *    +                          !!         0.   .   .          !
 1975.4!         + *                          !!          .   . 0 .          !
 1976.1!           +          *               !!          .   .   .   0      !
 1976.2!                +    *                !!          .   .   0          !
 1976.3!          *     +                     !!        0 .   .   .          !
 1976.4!           +         *                !!          .   .   .   0      !
 1977.1!               * +                    !!          .  0.   .          !
 1977.2!              +            *          !!          .   .   .      0   !
 1977.3!        *           +                 !!    0     .   .   .          !
 1977.4!         *+                           !!          .  0.   .          !
 1978.1!        *  +                          !!          .0  .   .          !
 1978.2!        *  +                          !!          . 0 .   .          !
 1978.3!           +                          !!          .   0   .          !
 1978.4!           *+                         !!          .  0.   .          !
 1979.1!            +*                        !!          .   .0  .          !
 1979.2!             +   *                    !!          .   .   0          !
 1979.3!          *   +                       !!          .0  .   .          !
 1979.4!          *+                          !!          .  0.   .          !
 1980.1!         *+                           !!          .  0.   .          !
 1980.2!          +    *                      !!          .   .   0          !
 1980.3!          *  +                        !!          . 0 .   .          !
 1980.4!          +          *                !!          .   .   .    0     !
 1981.1!       *       +                      !!       0  .   .   .          !
 1981.2!       +*                             !!          .   0   .          !
 1981.3!       +    *                         !!          .   .   0          !
 1981.4!          +  *                        !!          .   . 0 .          !
 1982.1!        *  +                          !!          . 0 .   .          !
 1982.2!        + *                           !!          .   . 0 .          !
 1982.3!         +  *                         !!          .   .  0.          !
 1982.4!        * +                           !!          .  0.   .          !
 1983.1!        +    *                        !!          .   .   0          !
 1983.2!         *+                           !!          .  0.   .          !
 1983.3!        +  *                          !!          .   . 0 .          !
 1983.4!         +  *                         !!          .   .  0.          !
 1984.1!         *+                           !!          .  0.   .          !
 1984.2!         +                            !!          .   0   .          !
 1984.3!         +   *                        !!          .   .  0.          !
 1984.4!          +*                          !!          .   .0  .          !
 1985.1!         +                            !!          .   0   .          !
 1985.2!        +           *                 !!          .   .   .    0     !
 1985.3!       *       +                      !!       0  .   .   .          !
 1985.4!        *+                            !!          .   0   .          !
 1986.1!       *   +                          !!          .0  .   .          !
 1986.2!         *  +                         !!          .0  .   .          !
 1986.3!        *    +                        !!          0   .   .          !
 1986.4!             +*                       !!          .   .0  .          !
 1987.1!        *      +                      !!        0 .   .   .          !
 1987.2!           * +                        !!          .  0.   .          !
 1987.3!         *    +                       !!          0   .   .          !
 1987.4!         *   +                        !!          .0  .   .          !
 1988.1!              +*                      !!          .   .0  .          !
 1988.2!                +     *               !!          .   .   .0         !
 1988.3!                  +    *              !!          .   .  0.          !
 1988.4!                    +                 *!          .   .   .          0
 1989.1!                      *    +          !!          0   .   .          !
 1989.2!                   +        *         !!          .   .   .   0      !
 1989.3!                      +         *     !!          .   .   .   0      !
 1989.4!                       *+             !!          .  0.   .          !
 1990.1!                 *  +                 !!          . 0 .   .          !
 1990.2!                  +     *             !!          .   .   .0         !
 1990.3!                  * +                 !!          . 0 .   .          !
 1990.4!                 +         *          !!          .   .   .   0      !
 1991.1!                    * +               !!          .  0.   .          !
 1991.2!                  +  *                !!          .   . 0 .          !
 1991.3!                 *+                   !!          .  0.   .          !
 1991.4!                 +      *             !!          .   .   . 0        !
 1992.1!                *   +                 !!          0   .   .          !
 1992.2!              * +                     !!          . 0 .   .          !
 1992.3!                +                     !!          .   0   .          !
 1992.4!                 +                    !!          .   0   .          !
 1993.1!                 +                    !!          .   0   .          !
 1993.2!                 +                    !!          .   0   .          !
 1993.3!                +                  *  !!          .   .   .          0
 1993.4!                  *      +            !!        0 .   .   .          !
 1994.1!                 +                    !!          .   0   .          !
 1994.2!                 +                    !!          .   0   .          !
 1994.3!                *+                    !!          .  0.   .          !
 1994.4!                +   *                 !!          .   .  0.          !
 1995.1!               *   +                  !!          .0  .   .          !
 1995.2!              * +                     !!          . 0 .   .          !
 1995.3!                +*                    !!          .   0   .          !
 1995.4!                  +*                  !!          .   .0  .          !
 1996.1!                * +                   !!          .  0.   .          !
 1996.2!               * +                    !!          .  0.   .          !
 1996.3!                *+                    !!          .  0.   .          !
 1996.4!              *  +                    !!          . 0 .   .          !
 1997.1!                +*                    !!          .   .0  .          !
 1997.2!              *  +                    !!          .0  .   .          !
 1997.3!                +     *               !!          .   .   .0         !
 1997.4!                    +*                !!          .   .0  .          !
 1998.1!                  * +                 !!          . 0 .   .          !
 1998.2!             *    +                   !!          0   .   .          !
 1998.3!                + *                   !!          .   . 0 .          !
 1998.4!                   +  *               !!          .   .  0.          !
 1999.1!           *         +                !!      0   .   .   .          !
 1999.2!             * +                      !!          . 0 .   .          !
 1999.3!              * +                     !!          . 0 .   .          !
 1999.4!               *+                     !!          .  0.   .          !
 2000.1!              * +                     !!          .  0.   .          !
 2000.2!              * +                     !!          .  0.   .          !
 2000.3!                +*                    !!          .   .0  .          !
 2000.4!               * +                    !!          .  0.   .          !
 2001.1!                +                     !!          .   0   .          !
 2001.2!                *+                    !!          .  0.   .          !
 2001.3!                 +*                   !!          .   .0  .          !
 2001.4!                  +    *              !!          .   .   0          !
 2002.1!                   *+                 !!          .  0.   .          !
 2002.2!                 * +                  !!          .  0.   .          !
 2002.3!                  +                   !!          .   0   .          !
 2002.4!                  +  *                !!          .   .  0.          !
 2003.1!                  * +                 !!          . 0 .   .          !
 2003.2!                 * +                  !!          . 0 .   .          !
 2003.3!                  *+                  !!          .   0   .          !
 2003.4!                  * +                 !!          .  0.   .          !
 2004.1!                   *+                 !!          .   0   .          !
 2004.2!                 *  +                 !!          . 0 .   .          !
 2004.3!                  *+                  !!          .  0.   .          !
 2004.4!                   *+                 !!          .  0.   .          !
 2005.1!                  * +                 !!          . 0 .   .          !
 2005.2!                    +                 !!          .   0   .          !
 2005.3!                    +                 !!          .   0   .          !
 2005.4!                  * +                 !!          . 0 .   .          !
 2006.1!                  *+                  !!          .  0.   .          !
 2006.2!                   +*                 !!          .   .0  .          !
 2006.3!                  * +                 !!          . 0 .   .          !
 2006.4!                   *+                 !!          .  0.   .          !
 2007.1!                  * +                 !!          . 0 .   .          !
 2007.2!                *   +                 !!          .0  .   .          !
 2007.3!                  *+                  !!          .  0.   .          !
 2007.4!                    +                 !!          .   0   .          !
 2008.1!                     +                !!          .   0   .          !
 2008.2!                    *+                !!          .  0.   .          !
 2008.3!                     + *              !!          .   . 0 .          !
 2008.4!                   *  +               !!          .0  .   .          !
 2009.1!                  * +                 !!          . 0 .   .          !
 2009.2!                    +                 !!          .   0   .          !
 2009.3!                    *+                !!          .  0.   .          !
 2009.4!                    *+                !!          .   0   .          !
 2010.1!                     +                !!          .   0   .          !
 2010.2!                     +*               !!          .   .0  .          !
 2010.3!                     *+               !!          .   0   .          !
 2010.4!                    *+                !!          .  0.   .          !
 2011.1!                     +                *!          .   .   .         0!
 2011.2!                         *   +        !!          0   .   .          !
 2011.3!                       +             *!!          .   .   .       0  !
 2011.4!                       *    +         !!          0   .   .          !
 2012.1!                      +    *          !!          .   .   0          !
 2012.2!                        +*            !!          .   .0  .          !
 2012.3!                       +  *           !!          .   .  0.          !
 2012.4!                      *+              !!          .  0.   .          !


     19.66 percent of the residuals exceed 1 SE
      7.30 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PVINO=VIPX$/NOPMM;                                                      
 GENR LAAVINO=LOG(AAVINO+.00001);                                             
 GENR LAVINO=LOG(AVINO+.00001);                                               
 LHS AAVINO=EXP(LAAVINO)-.00001;                                              
  EQ  961 LAAVINO C LAVINO(-1) PVINO;                                         
EQUATION 813  LAAVINO  
   RHS     C  LAVINO(-1)  PVINO  
 SMPL 1990.3 2012.4;                                                          
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
 OLS;EST  813 PLOT=0;END;                                                     

Equation number =  813
**********************

Dependent variable = LAAVINO 

 1990.3 -   2012.4,    0 missing obs.,   90 obs. used.

Mean of dependent variable       -8.165485430

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.391100484       0.772088668  -0.50655     1.000000
12848 LAVINO  ( -1)       0.919131478       0.036741754  25.01599    -8.219421
12846 PVINO   (  0)      -0.209129596       0.657937739  -0.31786     1.050337

SE of equation            =     0.522697173
Sum of squared residuals  =  23.7694731       0.878319639E-11
Average absolute error    =     0.427613141
Sum of ABS residuals      =  38.4851827    
R squared                 =   0.87817
Durbin-Watson statistic   =   3.09774
SMPL and No. Obs.         = 1990.3   2012.4     90

Plot of actual(*) and fitted(+) values and residuals(0)


 1990.3*  +                                   !!        . 0   .     .        !
 1990.4!* +                                   !!        .  0  .     .        !
 1991.1*  +                                   !!        .0    .     .        !
 1991.2* +                                    !!        .  0  .     .        !
 1991.3* +                                    !!        .  0  .     .        !
 1991.4*  +                                   !!        .  0  .     .        !
 1992.1!  +*                                  !!        .     .  0  .        !
 1992.2!     +   *                            !!        .     .    0.        !
 1992.3!          +                           !!        .     0     .        !
 1992.4!           *+                         !!        .    0.     .        !
 1993.1!   *         +                        !0        .     .     .        !
 1993.2! *   +                                !!        .0    .     .        !
 1993.3!  *+                                  !!        .   0 .     .        !
 1993.4!  * +                                 !!        .  0  .     .        !
 1994.1!    +        *                        !!        .     .     .       0!
 1994.2!           *  +                       !!        .0    .     .        !
 1994.3!            + *                       !!        .     . 0   .        !
 1994.4!         *     +                      !!     0  .     .     .        !
 1995.1!           +   *                      !!        .     .     0        !
 1995.2!              * +                     !!        .  0  .     .        !
 1995.3!               +                      !!        .     .0    .        !
 1995.4!              *  +                    !!        . 0   .     .        !
 1996.1!               +     *                !!        .     .     .  0     !
 1996.2!                   *  +               !!        . 0   .     .        !
 1996.3!                    +                 !!        .     0     .        !
 1996.4!                *   +                 !!        0     .     .        !
 1997.1!                 +       *            !!        .     .     .     0  !
 1997.2!                         +*           !!        .     0     .        !
 1997.3!                          +           !!        .     .0    .        !
 1997.4!                          +*          !!        .     .0    .        !
 1998.1!                           +  *       !!        .     .   0 .        !
 1998.2!                          *  +        !!        .0    .     .        !
 1998.3!                          + *         !!        .     .   0 .        !
 1998.4!                       *    +         !!      0 .     .     .        !
 1999.1!                       +     *        !!        .     .     .  0     !
 1999.2!                          *  +        !!        . 0   .     .        !
 1999.3!                          + *         !!        .     .  0  .        !
 1999.4!                       *    +         !!       0.     .     .        !
 2000.1!                        +    *        !!        .     .     .  0     !
 2000.2!                           * +        !!        .  0  .     .        !
 2000.3!                           +*         !!        .     . 0   .        !
 2000.4!                       *    +         !!       0.     .     .        !
 2001.1!                       +     *        !!        .     .     .  0     !
 2001.2!                         *  +         !!        .0    .     .        !
 2001.3!                         + *          !!        .     .   0 .        !
 2001.4!                      *    +          !!      0 .     .     .        !
 2002.1!                      +      *        !!        .     .     .   0    !
 2002.2!                           *+         !!        .  0  .     .        !
 2002.3!                          + *         !!        .     . 0   .        !
 2002.4!                       *    +         !!       0.     .     .        !
 2003.1!                       +     *        !!        .     .     . 0      !
 2003.2!                             +        !!        .     0     .        !
 2003.3!                             +        !!        .     .0    .        !
 2003.4!                        *    +        !!      0 .     .     .        !
 2004.1!                        +      *      !!        .     .     .  0     !
 2004.2!                           *  +       !!        .0    .     .        !
 2004.3!                           + *        !!        .     .  0  .        !
 2004.4!                        *    +        !!       0.     .     .        !
 2005.1!                         +      *     !!        .     .     .   0    !
 2005.2!                             *  +     !!        . 0   .     .        !
 2005.3!                             +*       !!        .     . 0   .        !
 2005.4!                           *  +       !!        .0    .     .        !
 2006.1!                           +   *      !!        .     .     0        !
 2006.2!                             * +      !!        .  0  .     .        !
 2006.3!                             +*       !!        .     . 0   .        !
 2006.4!                           *  +       !!        .0    .     .        !
 2007.1!                           +    *     !!        .     .     .0       !
 2007.2!                              *+      !!        .  0  .     .        !
 2007.3!                              +*      !!        .     . 0   .        !
 2007.4!                            *  +      !!        . 0   .     .        !
 2008.1!                            +      *  !!        .     .     .   0    !
 2008.2!                                 * +  !!        .  0  .     .        !
 2008.3!                                 +  * !!        .     .    0.        !
 2008.4!                                *  +  !!        .0    .     .        !
 2009.1!                               +*     !!        .     .0    .        !
 2009.2!                              * +     !!        .   0 .     .        !
 2009.3!                              + *     !!        .     .  0  .        !
 2009.4!                             *  +     !!        .0    .     .        !
 2010.1!                             + *      !!        .     .   0 .        !
 2010.2!                               +   *  !!        .     .    0.        !
 2010.3!                               *  +   !!        .0    .     .        !
 2010.4!                               +   *  !!        .     .     0        !
 2011.1!                                  *+  !!        .     0     .        !
 2011.2!                                 *+   !!        .    0.     .        !
 2011.3!                                 + *  !!        .     .  0  .        !
 2011.4!                                 * +  !!        .  0  .     .        !
 2012.1!                                +   * !!        .     .     0        !
 2012.2!                                   *+ !!        .    0.     .        !
 2012.3!                                  +   *!        .     .    0.        !
 2012.4!                                   * +!!        .  0  .     .        !


     28.89 percent of the residuals exceed 1 SE
      3.33 percent of the residuals exceed 2 SE
@@EQ  962 LAANINO C LANINO(-1) PNINO;SMPL 2001.2 2012.4;OLS;EST  962 PLOT=0;EN
@@EQ  963 LAAALNO C LAALNO(-1) PALNO;SMPL 2003.4 2012.4;OLS;EST  963 PLOT=0;EN
@@EQ  964 LAAIANO C LAIANO(-1) PIANO;SMPL 1974.3 2012.4;OLS;EST  964 PLOT=0;EN
@@EQ  965 LAAINNO C LAINNO(-1) PINNO;SMPL 2000.3 2012.4;OLS;EST  965 PLOT=0;EN
@@EQ  966 LAAIQNO C LAIQNO(-1) PIQNO;SMPL 2012.4 2012.4;OLS;EST  966 PLOT=0;EN
@@EQ  967 LAAKUNO C LAKUNO(-1) PKUNO;SMPL 2004.1 2012.4;OLS;EST  967 PLOT=0;EN
@@EQ  968 LAALINO C LALINO(-1) PLINO;SMPL 2013.1 2012.4;OLS;EST  968 PLOT=0;EN
@@EQ  969 LAAUANO C LAUANO(-1) PUANO;SMPL 1987.3 2012.4;OLS;EST  969 PLOT=0;EN
@EQ   970 LAAUSSW C LAUSSW(-1) PUSSW;SMPL 1966.1 2012.4;OLS;EST  970 PLOT=0;EN
@EQ   971 LAACASW C LACASW(-1) PCASW;SMPL 1966.1 2012.4;OLS;EST  971 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJASW=JAPX$/SWPMM;                                                      
 GENR LAAJASW=LOG(AAJASW+.00001);                                             
 GENR LAJASW=LOG(AJASW+.00001);                                               
 LHS AAJASW=EXP(LAAJASW)-.00001;                                              
  EQ  972 LAAJASW C LAJASW(-1) PJASW;                                         
EQUATION 814  LAAJASW  
   RHS     C  LAJASW(-1)  PJASW  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  814 PLOT=0;END;                                                     

Equation number =  814
**********************

Dependent variable = LAAJASW 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.971705764

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.338142011       0.111145824  -3.04233     1.000000
12851 LAJASW  ( -1)       0.908476830       0.031191747  29.12555    -3.974430
12849 PJASW   (  0)      -0.016269264       0.045570311  -0.35701     1.406728

SE of equation            =     0.177313138
Sum of squared residuals  =  5.81639057      -0.148800972E-10
Average absolute error    =     0.137083555
Sum of ABS residuals      =  25.7717084    
R squared                 =   0.85452
Durbin-Watson statistic   =   2.93534
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1* +                                    !!          . 0 .   .          !
 1966.2!*+                                    !!          .  0.   .          !
 1966.3!  + *                                 !!          .   . 0 .          !
 1966.4*     +                                !!      0   .   .   .          !
 1967.1!*+                                    !!          .  0.   .          !
 1967.2!  +                                   !!          .   .0  .          !
 1967.3!    +                                 !!          .   0   .          !
 1967.4!      + *                             !!          .   .  0.          !
 1968.1! *       +                            !!    0     .   .   .          !
 1968.2!   +       *                          !!          .   .   .      0   !
 1968.3!    *       +                         !!    0     .   .   .          !
 1968.4!      + *                             !!          .   .  0.          !
 1969.1!     *   +                            !!        0 .   .   .          !
 1969.2!   *  +                               !!          0   .   .          !
 1969.3!     +   *                            !!          .   .   . 0        !
 1969.4!    *     +                           !!     0    .   .   .          !
 1970.1!     +  *                             !!          .   .   0          !
 1970.2!      *  +                            !!          0   .   .          !
 1970.3!        +*                            !!          .   . 0 .          !
 1970.4!    *     +                           !!     0    .   .   .          !
 1971.1!     +      *                         !!          .   .   .    0     !
 1971.2!       *     +                        !!      0   .   .   .          !
 1971.3!        +          *                  !!          .   .   .          0
 1971.4!           *       +                  !!   0      .   .   .          !
 1972.1!            +*                        !!          .   . 0 .          !
 1972.2!          *   +                       !!         0.   .   .          !
 1972.3!           +*                         !!          .   .0  .          !
 1972.4!         *   +                        !!        0 .   .   .          !
 1973.1!          +  *                        !!          .   .   .0         !
 1973.2!           *  +                       !!          .0  .   .          !
 1973.3!          * +                         !!          . 0 .   .          !
 1973.4!       *   +                          !!        0 .   .   .          !
 1974.1!        +  *                          !!          .   .  0.          !
 1974.2!            +*                        !!          .   . 0 .          !
 1974.3!              +                       !!          .   0   .          !
 1974.4!               +      *               !!          .   .   .     0    !
 1975.1!                  *   +               !!        0 .   .   .          !
 1975.2!                  + *                 !!          .   . 0 .          !
 1975.3!                    +    *            !!          .   .   . 0        !
 1975.4!                *       +             !!   0      .   .   .          !
 1976.1!                 +      *             !!          .   .   .    0     !
 1976.2!                       + *            !!          .   . 0 .          !
 1976.3!                         +     *      !!          .   .   .    0     !
 1976.4!                      *        +      !!   0      .   .   .          !
 1977.1!                      +    *          !!          .   .   .  0       !
 1977.2!                           +*         !!          .   .0  .          !
 1977.3!                         * +          !!          .0  .   .          !
 1977.4!                         +  *         !!          .   .   0          !
 1978.1!                           +*         !!          .   .0  .          !
 1978.2!                        *  +          !!         0.   .   .          !
 1978.3!                        +   *         !!          .   .   .0         !
 1978.4!                           +          !!          .   .0  .          !
 1979.1!                         * +          !!          . 0 .   .          !
 1979.2!                         + *          !!          .   .  0.          !
 1979.3!                     *    +           !!       0  .   .   .          !
 1979.4!                    *+                !!          . 0 .   .          !
 1980.1!                    +   *             !!          .   .   .0         !
 1980.2!                        +  *          !!          .   .   .0         !
 1980.3!                           +          !!          .   .0  .          !
 1980.4!                          *+          !!          .  0.   .          !
 1981.1!                         +  *         !!          .   .  0.          !
 1981.2!                           +*         !!          .   . 0 .          !
 1981.3!                         *  +         !!          .0  .   .          !
 1981.4!                      *  +            !!          .0  .   .          !
 1982.1!                      +    *          !!          .   .   .  0       !
 1982.2!                           +*         !!          .   . 0 .          !
 1982.3!                           *+         !!          . 0 .   .          !
 1982.4!                          +           !!          .  0.   .          !
 1983.1!                         +    *       !!          .   .   . 0        !
 1983.2!                             *+       !!          .  0.   .          !
 1983.3!                            +*        !!          .   .0  .          !
 1983.4!                         *  +         !!          0   .   .          !
 1984.1!                         +        *   !!          .   .   .       0  !
 1984.2!                              *  +    !!          .0  .   .          !
 1984.3!                              + *     !!          .   .  0.          !
 1984.4!                           *   +      !!        0 .   .   .          !
 1985.1!                          +    *      !!          .   .   . 0        !
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 1985.3!                            +      *  !!          .   .   .    0     !
 1985.4!                               *  +   !!          0   .   .          !
 1986.1!                              + *     !!          .   . 0 .          !
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 1986.3!                                +*    !!          .   . 0 .          !
 1986.4!                                +     !!          .  0.   .          !
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 1987.3!                                  + * !!          .   . 0 .          !
 1987.4!                                  +*  !!          .   0   .          !
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 1989.3!                                 +    !!          .   .0  .          !
 1989.4!                               *+     !!          . 0 .   .          !
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 1990.3!                              +   *   !!          .   .   0          !
 1990.4!                              *  +    !!          .0  .   .          !
 1991.1!                              +*      !!          .   .0  .          !
 1991.2!                              +       !!          .   0   .          !
 1991.3!                             +   *    !!          .   .   .0         !
 1991.4!                                + *   !!          .   .  0.          !
 1992.1!                              *  +    !!          .0  .   .          !
 1992.2!                              +       !!          .   .0  .          !
 1992.3!                              + *     !!          .   .  0.          !
 1992.4!                            *  +      !!         0.   .   .          !
 1993.1!                           +          !!          .   0   .          !
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 1993.3!                         * +          !!          . 0 .   .          !
 1993.4!                    *    +            !!       0  .   .   .          !
 1994.1!                    +    *            !!          .   .   . 0        !
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 1994.3!                        *+            !!          . 0 .   .          !
 1994.4!                      *+              !!          . 0 .   .          !
 1995.1!                      + *             !!          .   .  0.          !
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 1995.3!                       *  +           !!          0   .   .          !
 1995.4!                    *  +              !!          0   .   .          !
 1996.1!                    +  *              !!          .   .  0.          !
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 1996.3!                      +               !!          .   0   .          !
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 1997.4!                      * +             !!          . 0 .   .          !
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 2000.2!                         + *          !!          .   . 0 .          !
 2000.3!                         * +          !!          . 0 .   .          !
 2000.4!                    *    +            !!       0  .   .   .          !
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 2001.3!                    +                 !!          .  0.   .          !
 2001.4!                  * +                 !!          .0  .   .          !
 2002.1!                  + *                 !!          .   . 0 .          !
 2002.2!                    +*                !!          .   . 0 .          !
 2002.3!                      +*              !!          .   . 0 .          !
 2002.4!                     * +              !!          .0  .   .          !
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 2003.2!                      + *             !!          .   .  0.          !
 2003.3!                     *  +             !!          0   .   .          !
 2003.4!                    *+                !!          .  0.   .          !
 2004.1!                     + *              !!          .   .  0.          !
 2004.2!                       +              !!          .   0   .          !
 2004.3!                      *+              !!          . 0 .   .          !
 2004.4!                  *   +               !!         0.   .   .          !
 2005.1!                   +  *               !!          .   .   .0         !
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 2006.4!                  *  +                !!         0.   .   .          !
 2007.1!                  +*                  !!          .   . 0 .          !
 2007.2!                  * +                 !!          .0  .   .          !
 2007.3!                  +  *                !!          .   .   0          !
 2007.4!                 *    +               !!        0 .   .   .          !
 2008.1!                  +  *                !!          .   .   .0         !
 2008.2!                    *+                !!          . 0 .   .          !
 2008.3!                    +*                !!          .   .0  .          !
 2008.4!                   * +                !!          .0  .   .          !
 2009.1!                 * +                  !!          .0  .   .          !
 2009.2!                  +*                  !!          .   . 0 .          !
 2009.3!                 * +                  !!          .0  .   .          !
 2009.4!               * +                    !!          0   .   .          !
 2010.1!               +  *                   !!          .   .   0          !
 2010.2!                   +                  !!          .   0   .          !
 2010.3!                  *+                  !!          .  0.   .          !
 2010.4!               *  +                   !!         0.   .   .          !
 2011.1!               + *                    !!          .   .  0.          !
 2011.2!                * +                   !!          .0  .   .          !
 2011.3!               *+                     !!          . 0 .   .          !
 2011.4!              * +                     !!          .0  .   .          !
 2012.1!               +                      !!          .   0   .          !
 2012.2!                +*                    !!          .   . 0 .          !
 2012.3!                * +                   !!          . 0 .   .          !
 2012.4!         *       +                    !!    0     .   .   .          !


     26.60 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@EQ   973 LAAAUSW C LAAUSW(-1) PAUSW;SMPL 1966.1 2012.4;OLS;EST  973 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRSW=FRPX$/SWPMM;                                                      
 GENR LAAFRSW=LOG(AAFRSW+.00001);                                             
 GENR LAFRSW=LOG(AFRSW+.00001);                                               
 LHS AAFRSW=EXP(LAAFRSW)-.00001;                                              
  EQ  974 LAAFRSW C LAFRSW(-1) PFRSW;                                         
EQUATION 815  LAAFRSW  
   RHS     C  LAFRSW(-1)  PFRSW  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  815 PLOT=0;END;                                                     

Equation number =  815
**********************

Dependent variable = LAAFRSW 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.106604228

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.475473228       0.095734131  -4.96660     1.000000
12854 LAFRSW  ( -1)       0.711129285       0.051417133  13.83059    -3.108413
12852 PFRSW   (  0)      -0.341667879       0.072245452  -4.72926     1.231158

SE of equation            =     0.099301936
Sum of squared residuals  =  1.82426180      -0.257962540E-10
Average absolute error    =     0.073043303
Sum of ABS residuals      =  13.7321410    
R squared                 =   0.86833
Durbin-Watson statistic   =   2.42594
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!*    +                                !!          0 . . .            !
 1966.2!+  *                                  !!            . . .0           !
 1966.3!  +  *                                !!            . . 0            !
 1966.4!    +                                 !!            . 0 .            !
 1967.1!*   +                                 !!            0 . .            !
 1967.2!+  *                                  !!            . . 0            !
 1967.3!  +         *                         !!            . . .     0      !
 1967.4!    *    +                            !!          0 . . .            !
 1968.1!  + *                                 !!            . . 0            !
 1968.2*   +                                  !!           0. . .            !
 1968.3+*                                     !!            . .0.            !
 1968.4!+   *                                 !!            . . .0           !
 1969.1!  +*                                  !!            . .0.            !
 1969.2!  +*                                  !!            . 0 .            !
 1969.3*   +                                  !!           0. . .            !
 1969.4! *+                                   !!            . 0 .            !
 1970.1!    + *                               !!            . . 0            !
 1970.2!      *+                              !!            .0. .            !
 1970.3!   *   +                              !!           0. . .            !
 1970.4!    *+                                !!            .0. .            !
 1971.1! *   +                                !!           0. . .            !
 1971.2!   + *                                !!            . .0.            !
 1971.3*      +                               !!        0   . . .            !
 1971.4!  +     *                             !!            . . . 0          !
 1972.1!       *+                             !!            .0. .            !
 1972.2!       +    *                         !!            . . . 0          !
 1972.3!        *  +                          !!           0. . .            !
 1972.4!        +  *                          !!            . . 0            !
 1973.1!         * +                          !!            0 . .            !
 1973.2!     *   +                            !!           0. . .            !
 1973.3!     *+                               !!            .0. .            !
 1973.4!     *+                               !!            . 0 .            !
 1974.1!     * +                              !!            .0. .            !
 1974.2!        + *                           !!            . . 0            !
 1974.3!        *  +                          !!            0 . .            !
 1974.4!         + *                          !!            . .0.            !
 1975.1!            + *                       !!            . . 0            !
 1975.2!          *  +                        !!           0. . .            !
 1975.3!         *+                           !!            .0. .            !
 1975.4!         +                            !!            . 0 .            !
 1976.1!       *  +                           !!            0 . .            !
 1976.2!      * +                             !!            .0. .            !
 1976.3!        +  *                          !!            . . 0            !
 1976.4!          * +                         !!            .0. .            !
 1977.1!         * +                          !!            0 . .            !
 1977.2!       *  +                           !!           0. . .            !
 1977.3!       *+                             !!            .0. .            !
 1977.4!       *+                             !!            .0. .            !
 1978.1!         +*                           !!            . .0.            !
 1978.2!       *   +                          !!           0. . .            !
 1978.3!        +                             !!            . 0 .            !
 1978.4!        + *                           !!            . .0.            !
 1979.1!          + *                         !!            . .0.            !
 1979.2!            +                         !!            . 0 .            !
 1979.3!          * +                         !!            .0. .            !
 1979.4!           +  *                       !!            . . 0            !
 1980.1!             + *                      !!            . .0.            !
 1980.2!             *+                       !!            .0. .            !
 1980.3!            +*                        !!            . .0.            !
 1980.4!             +  *                     !!            . . .0           !
 1981.1!           *   +                      !!           0. . .            !
 1981.2!            + *                       !!            . . 0            !
 1981.3!        *     +                       !!         0  . . .            !
 1981.4!          +                           !!            . 0 .            !
 1982.1!           +                          !!            . 0 .            !
 1982.2!           * +                        !!            0 . .            !
 1982.3!             +*                       !!            . .0.            !
 1982.4!               + *                    !!            . . 0            !
 1983.1!                 +                    !!            . 0 .            !
 1983.2!                *+                    !!            .0. .            !
 1983.3!                *+                    !!            .0. .            !
 1983.4!                 +  *                 !!            . . 0            !
 1984.1!             *      +                 !!         0  . . .            !
 1984.2!               +   *                  !!            . . .0           !
 1984.3!                   +*                 !!            . 0 .            !
 1984.4!                  * +                 !!            .0. .            !
 1985.1!                   + *                !!            . . 0            !
 1985.2!                    *+                !!            . 0 .            !
 1985.3!                    +   *             !!            . . .0           !
 1985.4!                *     +               !!         0  . . .            !
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 1986.3!                 + *                  !!            . . 0            !
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 1987.3!              *  +                    !!            0 . .            !
 1987.4!               +   *                  !!            . . .0           !
 1988.1!                  +                   !!            . 0 .            !
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 1988.3!              * +                     !!            0 . .            !
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 1989.2!                * +                   !!            0 . .            !
 1989.3!                + *                   !!            . . 0            !
 1989.4!                  +                   !!            . 0 .            !
 1990.1!                  +                   !!            . 0 .            !
 1990.2!                *+                    !!            .0. .            !
 1990.3!             *  +                     !!           0. . .            !
 1990.4!             *+                       !!            .0. .            !
 1991.1!             * +                      !!            0 . .            !
 1991.2!              +*                      !!            . .0.            !
 1991.3!                +                     !!            .0. .            !
 1991.4!                +                     !!            . 0 .            !
 1992.1!              *  +                    !!            0 . .            !
 1992.2!               + *                    !!            . . 0            !
 1992.3!               * +                    !!            .0. .            !
 1992.4!               + *                    !!            . .0.            !
 1993.1!              *  +                    !!           0. . .            !
 1993.2!              +   *                   !!            . . 0            !
 1993.3!                * +                   !!            .0. .            !
 1993.4!                +  *                  !!            . . 0            !
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 1994.3!                  * +                 !!            .0. .            !
 1994.4!                  + *                 !!            . .0.            !
 1995.1!                   +                  *!            . . .            0
 1995.2!                         *      +     !!        0   . . .            !
 1995.3!                       +*             !!            . .0.            !
 1995.4!                      +  *            !!            . . 0            !
 1996.1!                    *  +              !!            0 . .            !
 1996.2!                    +     *           !!            . . . 0          !
 1996.3!                        +  *          !!            . . 0            !
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 1997.1!                        * +           !!            .0. .            !
 1997.2!                       + *            !!            . . 0            !
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 1997.4!                        +    *        !!            . . . 0          !
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 1998.2!                       +   *          !!            . . .0           !
 1998.3!                         + *          !!            . . 0            !
 1998.4!                         +  *         !!            . . .0           !
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 1999.2!                       +      *       !!            . . .   0        !
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 2000.1!                          + *         !!            . .0.            !
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 2000.3!                          +*          !!            . 0 .            !
 2000.4!                           + *        !!            . . 0            !
 2001.1!                           *+         !!            .0. .            !
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 2001.3!                           +     *    !!            . . .  0         !
 2001.4!                               +   *  !!            . . .0           !
 2002.1!                               *+     !!            .0. .            !
 2002.2!                             +  *     !!            . . 0            !
 2002.3!                          *   +       !!           0. . .            !
 2002.4!                          +   *       !!            . . . 0          !
 2003.1!                            +         !!            . 0 .            !
 2003.2!                         * +          !!            0 . .            !
 2003.3!                        +  *          !!            . . 0            !
 2003.4!                          +*          !!            . .0.            !
 2004.1!                         +   *        !!            . . .0           !
 2004.2!                           *+         !!            . 0 .            !
 2004.3!                        * +           !!            0 . .            !
 2004.4!                       *+             !!            .0. .            !
 2005.1!                      *+              !!            .0. .            !
 2005.2!                      *+              !!            . 0 .            !
 2005.3!                     * +              !!            .0. .            !
 2005.4!                      +               !!            . 0 .            !
 2006.1!                       + *            !!            . .0.            !
 2006.2!                         +            !!            . 0 .            !
 2006.3!                         +            !!            . 0 .            !
 2006.4!                       * +            !!            .0. .            !
 2007.1!                     *  +             !!            0 . .            !
 2007.2!                      + *             !!            . . 0            !
 2007.3!                     *  +             !!            0 . .            !
 2007.4!                      +               !!            . 0 .            !
 2008.1!                      *+              !!            . 0 .            !
 2008.2!                     * +              !!            .0. .            !
 2008.3!                     *+               !!            .0. .            !
 2008.4!                      + *             !!            . .0.            !
 2009.1!                     *  +             !!            0 . .            !
 2009.2!                      +               !!            . 0 .            !
 2009.3!                      +               !!            . 0 .            !
 2009.4!                      +               !!            . 0 .            !
 2010.1!                      +*              !!            . 0 .            !
 2010.2!                       *+             !!            .0. .            !
 2010.3!                      * +             !!            0 . .            !
 2010.4!                     * +              !!            .0. .            !
 2011.1!                       +              !!            . 0 .            !
 2011.2!                       *+             !!            .0. .            !
 2011.3!                      *+              !!            .0. .            !
 2011.4!                     * +              !!            0 . .            !
 2012.1!                     *+               !!            .0. .            !
 2012.2!                      *+              !!            .0. .            !
 2012.3!                   *   +              !!          0 . . .            !
 2012.4!                *    +                !!           0. . .            !


     23.40 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGESW=GEPX$/SWPMM;                                                      
 GENR LAAGESW=LOG(AAGESW+.00001);                                             
 GENR LAGESW=LOG(AGESW+.00001);                                               
 LHS AAGESW=EXP(LAAGESW)-.00001;                                              
  EQ  975 LAAGESW C LAGESW(-1) PGESW;                                         
EQUATION 816  LAAGESW  
   RHS     C  LAGESW(-1)  PGESW  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  816 PLOT=0;END;                                                     

Equation number =  816
**********************

Dependent variable = LAAGESW 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -1.573689905

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.134077332       0.053212840  -2.51964     1.000000
12857 LAGESW  ( -1)       0.845238730       0.037095645  22.78539    -1.572530
12855 PGESW   (  0)      -0.106834514       0.045174494  -2.36493     1.033836

SE of equation            =     0.034435253
Sum of squared residuals  = 0.219370536       0.339810402E-10
Average absolute error    =     0.028037993
Sum of ABS residuals      =  5.27114269    
R squared                 =   0.80810
Durbin-Watson statistic   =   2.49096
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                *  +  !!         . 0  .    .         !
 1966.2!                              +*      !!         .    . 0  .         !
 1966.3!                             +    *   !!         .    .    . 0       !
 1966.4!                                +   * !!         .    .   0.         !
 1967.1!                             *   +    !!        0.    .    .         !
 1967.2!                           +   *      !!         .    .    0         !
 1967.3!                            *+        !!         .   0.    .         !
 1967.4!                          *+          !!         .   0.    .         !
 1968.1!                         *+           !!         .   0.    .         !
 1968.2!                     *  +             !!         .0   .    .         !
 1968.3!                     +  *             !!         .    .   0.         !
 1968.4!                       +          *   !!         .    .    .        0!
 1969.1!                           *    +     !!       0 .    .    .         !
 1969.2!                         *+           !!         .   0.    .         !
 1969.3!                         +*           !!         .    .0   .         !
 1969.4!                  *      +            !!     0   .    .    .         !
 1970.1!                 +   *                !!         .    .   0.         !
 1970.2!                    +*                !!         .    .0   .         !
 1970.3!                    +                 !!         .   0.    .         !
 1970.4!                  *+                  !!         .  0 .    .         !
 1971.1!                 +   *                !!         .    .    0         !
 1971.2!                 *  +                 !!         0    .    .         !
 1971.3!                +  *                  !!         .    .  0 .         !
 1971.4!                  +                   !!         .   0.    .         !
 1972.1!                 + *                  !!         .    . 0  .         !
 1972.2!                * +                   !!         . 0  .    .         !
 1972.3!               +     *                !!         .    .    . 0       !
 1972.4!                 *  +                 !!         .0   .    .         !
 1973.1!                 +   *                !!         .    .    .0        !
 1973.2!                    +  *              !!         .    .    0         !
 1973.3!                   * +                !!         . 0  .    .         !
 1973.4!                  +   *               !!         .    .    .0        !
 1974.1!                 *  +                 !!         .0   .    .         !
 1974.2!                 +    *               !!         .    .    .  0      !
 1974.3!                      +     *         !!         .    .    .  0      !
 1974.4!                          +*          !!         .    .0   .         !
 1975.1!                          + *         !!         .    .  0 .         !
 1975.2!                           +    *     !!         .    .    . 0       !
 1975.3!                      *       +       !!    0    .    .    .         !
 1975.4!                      +    *          !!         .    .    . 0       !
 1976.1!                          +           !!         .    0    .         !
 1976.2!                      *  +            !!         .0   .    .         !
 1976.3!                     +    *           !!         .    .    . 0       !
 1976.4!                        *+            !!         .    0    .         !
 1977.1!                       +    *         !!         .    .    . 0       !
 1977.2!                   *      +           !!     0   .    .    .         !
 1977.3!                   +   *              !!         .    .    .0        !
 1977.4!                      +*              !!         .    . 0  .         !
 1978.1!                    *+                !!         .  0 .    .         !
 1978.2!                 * +                  !!         . 0  .    .         !
 1978.3!                + *                   !!         .    .  0 .         !
 1978.4!             *   +                    !!         0    .    .         !
 1979.1!             +      *                 !!         .    .    .   0     !
 1979.2!                   +  *               !!         .    .   0.         !
 1979.3!                *    +                !!       0 .    .    .         !
 1979.4!                +                     !!         .    0    .         !
 1980.1!                +     *               !!         .    .    .  0      !
 1980.2!                      +  *            !!         .    .   0.         !
 1980.3!                        + *           !!         .    . 0  .         !
 1980.4!                   *     +            !!      0  .    .    .         !
 1981.1!                *   +                 !!         0    .    .         !
 1981.2!                  +       *           !!         .    .    .     0   !
 1981.3!                           +   *      !!         .    .    0         !
 1981.4!                       *      +       !!     0   .    .    .         !
 1982.1!                       +           *  !!         .    .    .         0
 1982.2!                                  + * !!         .    .   0.         !
 1982.3!                                  *+  !!         .  0 .    .         !
 1982.4!                                 +    !!         .   0.    .         !
 1983.1!                             *  +     !!         .0   .    .         !
 1983.2!                        *    +        !!        0.    .    .         !
 1983.3!                         +      *     !!         .    .    .  0      !
 1983.4!                              * +     !!         . 0  .    .         !
 1984.1!                             *+       !!         .   0.    .         !
 1984.2!                              +*      !!         .    .0   .         !
 1984.3!                               + *    !!         .    .  0 .         !
 1984.4!                               * +    !!         . 0  .    .         !
 1985.1!                                +    *!!         .    .    .0        !
 1985.2!                                   *+ !!         .  0 .    .         !
 1985.3!                                   + *!!         .    .   0.         !
 1985.4!                            *       + !!   0     .    .    .         !
 1986.1!                           +    *     !!         .    .    .0        !
 1986.2!                              +   *   !!         .    .    0         !
 1986.3!                                +  *  !!         .    .   0.         !
 1986.4!                               * +    !!         . 0  .    .         !
 1987.1!                            +         *!         .    .    .       0 !
 1987.2!                                *  +  !!         .0   .    .         !
 1987.3!                              +  *    !!         .    .   0.         !
 1987.4!                               + *    !!         .    . 0  .         !
 1988.1!                              + *     !!         .    . 0  .         !
 1988.2!                              +  *    !!         .    .    0         !
 1988.3!                                +   * !!         .    .    .0        !
 1988.4!                                  +   !!         .    0    .         !
 1989.1!                                +   * !!         .    .    .0        !
 1989.2!                                 *+   !!         .  0 .    .         !
 1989.3!                               +      !!         .    .0   .         !
 1989.4!                              +*      !!         .    .0   .         !
 1990.1!                        *    +        !!       0 .    .    .         !
 1990.2!                    *  +              !!         . 0  .    .         !
 1990.3!                    +   *             !!         .    .    0         !
 1990.4!              *        +              !!   0     .    .    .         !
 1991.1!               + *                    !!         .    .  0 .         !
 1991.2!                 *+                   !!         .  0 .    .         !
 1991.3!                 +  *                 !!         .    .   0.         !
 1991.4!           *        +                 !!  0      .    .    .         !
 1992.1!        *   +                         !!         .0   .    .         !
 1992.2!         +*                           !!         .    .0   .         !
 1992.3!          +      *                    !!         .    .    .  0      !
 1992.4!           *    +                     !!       0 .    .    .         !
 1993.1!  *        +                          !!   0     .    .    .         !
 1993.2*    +                                 !!        0.    .    .         !
 1993.3* +                                    !!         .  0 .    .         !
 1993.4!*+                                    !!         .   0.    .         !
 1994.1*  +                                   !!         .0   .    .         !
 1994.2! +         *                          !!         .    .    .       0 !
 1994.3!   *       +                          !!    0    .    .    .         !
 1994.4!    + *                               !!         .    . 0  .         !
 1995.1!      +*                              !!         .    .0   .         !
 1995.2!       +   *                          !!         .    .    0         !
 1995.3!        *  +                          !!         . 0  .    .         !
 1995.4!       * +                            !!         . 0  .    .         !
 1996.1!       +   *                          !!         .    .    0         !
 1996.2!        *  +                          !!         .0   .    .         !
 1996.3!         +                            !!         .    0    .         !
 1996.4!          + *                         !!         .    .  0 .         !
 1997.1!        *    +                        !!        0.    .    .         !
 1997.2!        * +                           !!         .  0 .    .         !
 1997.3!          +*                          !!         .    . 0  .         !
 1997.4!       *    +                         !!        0.    .    .         !
 1998.1!         +                            !!         .    .0   .         !
 1998.2!          +                           !!         .    0    .         !
 1998.3!      *    +                          !!       0 .    .    .         !
 1998.4!  *    +                              !!       0 .    .    .         !
 1999.1! *  +                                 !!         . 0  .    .         !
 1999.2!    +                                 !!         .    0    .         !
 1999.3!   *  +                               !!         0    .    .         !
 1999.4!    *+                                !!         .  0 .    .         !
 2000.1!       + *                            !!         .    .  0 .         !
 2000.2!       *   +                          !!         0    .    .         !
 2000.3!       *  +                           !!         . 0  .    .         !
 2000.4!        * +                           !!         . 0  .    .         !
 2001.1!         *+                           !!         .  0 .    .         !
 2001.2!          *+                          !!         .  0 .    .         !
 2001.3!            +                         !!         .    0    .         !
 2001.4!        *    +                        !!        0.    .    .         !
 2002.1!          + *                         !!         .    . 0  .         !
 2002.2!            *+                        !!         .   0.    .         !
 2002.3!             +   *                    !!         .    .    0         !
 2002.4!                 *+                   !!         .   0.    .         !
 2003.1!           *     +                    !!     0   .    .    .         !
 2003.2!           +  *                       !!         .    .   0.         !
 2003.3!               + *                    !!         .    .  0 .         !
 2003.4!            *    +                    !!        0.    .    .         !
 2004.1!            +  *                      !!         .    .   0.         !
 2004.2!                +  *                  !!         .    .   0.         !
 2004.3!                  *+                  !!         .   0.    .         !
 2004.4!               *  +                   !!         . 0  .    .         !
 2005.1!                +*                    !!         .    . 0  .         !
 2005.2!                 +   *                !!         .    .   0.         !
 2005.3!                     +*               !!         .    .0   .         !
 2005.4!                 *    +               !!        0.    .    .         !
 2006.1!                  +       *           !!         .    .    .    0    !
 2006.2!                      *  +            !!         .0   .    .         !
 2006.3!                      +    *          !!         .    .    .  0      !
 2006.4!                     *    +           !!       0 .    .    .         !
 2007.1!                     +   *            !!         .    .    0         !
 2007.2!                        +             !!         .    0    .         !
 2007.3!                       *+             !!         .   0.    .         !
 2007.4!                      +*              !!         .    0    .         !
 2008.1!                     *+               !!         .   0.    .         !
 2008.2!                  *  +                !!         0    .    .         !
 2008.3!             *    +                   !!       0 .    .    .         !
 2008.4!          *    +                      !!        0.    .    .         !
 2009.1!           +     *                    !!         .    .    . 0       !
 2009.2!                *+                    !!         .   0.    .         !
 2009.3!                +                     !!         .   0.    .         !
 2009.4!           *    +                     !!        0.    .    .         !
 2010.1!             + *                      !!         .    . 0  .         !
 2010.2!                +    *                !!         .    .    .0        !
 2010.3!                 *   +                !!         0    .    .         !
 2010.4!                * +                   !!         .  0 .    .         !
 2011.1!                 +     *              !!         .    .    .  0      !
 2011.2!                   *   +              !!         0    .    .         !
 2011.3!                    +*                !!         .    .0   .         !
 2011.4!                *    +                !!       0 .    .    .         !
 2012.1!                 +    *               !!         .    .    .0        !
 2012.2!                 *    +               !!        0.    .    .         !
 2012.3!               *   +                  !!         .0   .    .         !
 2012.4!           *     +                    !!       0 .    .    .         !


     34.57 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITSW=ITPX$/SWPMM;                                                      
 GENR LAAITSW=LOG(AAITSW+.00001);                                             
 GENR LAITSW=LOG(AITSW+.00001);                                               
 LHS AAITSW=EXP(LAAITSW)-.00001;                                              
  EQ  976 LAAITSW C LAITSW(-1) PITSW;                                         
EQUATION 817  LAAITSW  
   RHS     C  LAITSW(-1)  PITSW  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  817 PLOT=0;END;                                                     

Equation number =  817
**********************

Dependent variable = LAAITSW 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.214999206

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.596579244       0.132643686  -4.49761     1.000000
12860 LAITSW  ( -1)       0.768283860       0.043392561  17.70543    -3.212684
12858 PITSW   (  0)      -0.166228399       0.062291369  -2.66856     0.903376

SE of equation            =     0.078538329
Sum of squared residuals  =  1.14112980      -0.724944549E-10
Average absolute error    =     0.060572310
Sum of ABS residuals      =  11.3875942    
R squared                 =   0.67900
Durbin-Watson statistic   =   2.47408
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                     *           +    !!    0     .   .   .          !
 1966.2!             *      +                 !!         0.   .   .          !
 1966.3!              +  *                    !!          .   .  0.          !
 1966.4!                  +     *             !!          .   .   .0         !
 1967.1!                      +      *        !!          .   .   . 0        !
 1967.2!                  *       +           !!       0  .   .   .          !
 1967.3!                  +   *               !!          .   .   0          !
 1967.4!                     +*               !!          .   0   .          !
 1968.1!                     +    *           !!          .   .   .0         !
 1968.2!                    *   +             !!          .0  .   .          !
 1968.3!               *    +                 !!          0   .   .          !
 1968.4!               *+                     !!          .  0.   .          !
 1969.1!               +    *                 !!          .   .   0          !
 1969.2!                  *+                  !!          .  0.   .          !
 1969.3!                * +                   !!          . 0 .   .          !
 1969.4!       *        +                     !!       0  .   .   .          !
 1970.1!          + *                         !!          .   .0  .          !
 1970.2!            *+                        !!          .  0.   .          !
 1970.3!             *+                       !!          .  0.   .          !
 1970.4!              +  *                    !!          .   . 0 .          !
 1971.1!      *          +                    !!     0    .   .   .          !
 1971.2!      *  +                            !!          .0  .   .          !
 1971.3!       * +                            !!          . 0 .   .          !
 1971.4!          +    *                      !!          .   .   0          !
 1972.1!            *   +                     !!          .0  .   .          !
 1972.2!        *     +                       !!         0.   .   .          !
 1972.3!        * +                           !!          . 0 .   .          !
 1972.4!          +      *                    !!          .   .   .0         !
 1973.1*                 +                    !0          .   .   .          !
 1973.2!    +       *                         !!          .   .   . 0        !
 1973.3!          *   +                       !!          .0  .   .          !
 1973.4!         *   +                        !!          .0  .   .          !
 1974.1!            +   *                     !!          .   .  0.          !
 1974.2!            *    +                    !!          0   .   .          !
 1974.3!              +                       !!          .   0   .          !
 1974.4!                +                     !!          .   0   .          !
 1975.1!         *       +                    !!        0 .   .   .          !
 1975.2!     *      +                         !!        0 .   .   .          !
 1975.3!   *     +                            !!         0.   .   .          !
 1975.4!       +    *                         !!          .   .   0          !
 1976.1!           *   +                      !!          .0  .   .          !
 1976.2!             *+                       !!          .  0.   .          !
 1976.3!               +*                     !!          .   .0  .          !
 1976.4!            *    +                    !!          0   .   .          !
 1977.1!          *    +                      !!          0   .   .          !
 1977.2!          *  +                        !!          . 0 .   .          !
 1977.3!       *    +                         !!         0.   .   .          !
 1977.4!          +  *                        !!          .   . 0 .          !
 1978.1!      *        +                      !!       0  .   .   .          !
 1978.2!          +   *                       !!          .   .   0          !
 1978.3!       *        +                     !!       0  .   .   .          !
 1978.4!           +       *                  !!          .   .   .  0       !
 1979.1!             *      +                 !!        0 .   .   .          !
 1979.2!              *+                      !!          .   0   .          !
 1979.3!          *     +                     !!         0.   .   .          !
 1979.4!             +     *                  !!          .   .   .0         !
 1980.1!               *   +                  !!          .0  .   .          !
 1980.2!             *  +                     !!          . 0 .   .          !
 1980.3!               +                      !!          .   0   .          !
 1980.4!                +  *                  !!          .   . 0 .          !
 1981.1!      *            +                  !!    0     .   .   .          !
 1981.2!         +       *                    !!          .   .   .  0       !
 1981.3!                * +                   !!          . 0 .   .          !
 1981.4!          *      +                    !!        0 .   .   .          !
 1982.1!           +               *          !!          .   .   .        0 !
 1982.2!                    *     +           !!         0.   .   .          !
 1982.3!                    +   *             !!          .   .  0.          !
 1982.4!                *      +              !!        0 .   .   .          !
 1983.1!                 + *                  !!          .   . 0 .          !
 1983.2!                *   +                 !!          .0  .   .          !
 1983.3!                  +*                  !!          .   .0  .          !
 1983.4!                   *+                 !!          .  0.   .          !
 1984.1!                  * +                 !!          .  0.   .          !
 1984.2!                 * +                  !!          . 0 .   .          !
 1984.3!                  +    *              !!          .   .   0          !
 1984.4!                       +   *          !!          .   .  0.          !
 1985.1!                      *   +           !!          .0  .   .          !
 1985.2!                    * +               !!          . 0 .   .          !
 1985.3!                     + *              !!          .   . 0 .          !
 1985.4!                       +       *      !!          .   .   . 0        !
 1986.1!                          * +         !!          . 0 .   .          !
 1986.2!                         + *          !!          .   . 0 .          !
 1986.3!                          +  *        !!          .   . 0 .          !
 1986.4!                           +    *     !!          .   .   .0         !
 1987.1!                             +*       !!          .   .0  .          !
 1987.2!                            +   *     !!          .   .   0          !
 1987.3!                              +      *!!          .   .   .0         !
 1987.4!                                *+    !!          .   0   .          !
 1988.1!                            *+        !!          .  0.   .          !
 1988.2!                           +       *  !!          .   .   .  0       !
 1988.3!                                +*    !!          .   .0  .          !
 1988.4!                              + *     !!          .   .0  .          !
 1989.1!                             +  *     !!          .   . 0 .          !
 1989.2!                             +      * !!          .   .   . 0        !
 1989.3!                                +     *!          .   .   .0         !
 1989.4!                                  +*  !!          .   .0  .          !
 1990.1!                          *    +      !!          0   .   .          !
 1990.2!                        +         *   !!          .   .   .   0      !
 1990.3!                              *+      !!          .  0.   .          !
 1990.4!                           +   *      !!          .   .  0.          !
 1991.1!                            +   *     !!          .   .  0.          !
 1991.2!                            *+        !!          .  0.   .          !
 1991.3!                      *   +           !!          .0  .   .          !
 1991.4!                     +     *          !!          .   .   .0         !
 1992.1!                       * +            !!          . 0 .   .          !
 1992.2!                    * +               !!          . 0 .   .          !
 1992.3!                   +  *               !!          .   . 0 .          !
 1992.4!                     +  *             !!          .   . 0 .          !
 1993.1!                       +              !!          .   0   .          !
 1993.2!                    * +               !!          .  0.   .          !
 1993.3!                    +*                !!          .   .0  .          !
 1993.4!                     +     *          !!          .   .   0          !
 1994.1!                        *+            !!          .  0.   .          !
 1994.2!                       + *            !!          .   . 0 .          !
 1994.3!                        +*            !!          .   .0  .          !
 1994.4!                        + *           !!          .   . 0 .          !
 1995.1!                       * +            !!          .  0.   .          !
 1995.2!                       +      *       !!          .   .   .0         !
 1995.3!                            +  *      !!          .   .  0.          !
 1995.4!                             +    *   !!          .   .   0          !
 1996.1!                              +*      !!          .   0   .          !
 1996.2!                            + *       !!          .   .0  .          !
 1996.3!                          *+          !!          .   0   .          !
 1996.4!                         +   *        !!          .   .   0          !
 1997.1!                      *    +          !!          0   .   .          !
 1997.2!                     + *              !!          .   . 0 .          !
 1997.3!                      +*              !!          .   .0  .          !
 1997.4!                      +   *           !!          .   .  0.          !
 1998.1!                       +              !!          .   0   .          !
 1998.2!                     +   *            !!          .   .  0.          !
 1998.3!                      + *             !!          .   .0  .          !
 1998.4!                      +*              !!          .   .0  .          !
 1999.1!                     +                !!          .   0   .          !
 1999.2!                *  +                  !!          .0  .   .          !
 1999.3!                +   *                 !!          .   .   0          !
 1999.4!                   +    *             !!          .   .   0          !
 2000.1!          *           +               !!    0     .   .   .          !
 2000.2!            +     *                   !!          .   .   .0         !
 2000.3!               *  +                   !!          . 0 .   .          !
 2000.4!                +  *                  !!          .   . 0 .          !
 2001.1!                 *+                   !!          .  0.   .          !
 2001.2!               * +                    !!          .  0.   .          !
 2001.3!                +                     !!          .   0   .          !
 2001.4!                +*                    !!          .   .0  .          !
 2002.1!           *    +                     !!          0   .   .          !
 2002.2!            +  *                      !!          .   . 0 .          !
 2002.3!               + *                    !!          .   . 0 .          !
 2002.4!                +      *              !!          .   .   .0         !
 2003.1!                 *   +                !!          .0  .   .          !
 2003.2!              * +                     !!          . 0 .   .          !
 2003.3!              + *                     !!          .   .0  .          !
 2003.4!               +   *                  !!          .   .  0.          !
 2004.1!                 +                    !!          .  0.   .          !
 2004.2!             *  +                     !!          . 0 .   .          !
 2004.3!             +                        !!          .   0   .          !
 2004.4!             +                        !!          .   0   .          !
 2005.1!             +*                       !!          .   .0  .          !
 2005.2!              +                       !!          .   0   .          !
 2005.3!            * +                       !!          .  0.   .          !
 2005.4!           *+                         !!          . 0 .   .          !
 2006.1!           +      *                   !!          .   .   .0         !
 2006.2!                + *                   !!          .   .0  .          !
 2006.3!               *+                     !!          . 0 .   .          !
 2006.4!              +        *              !!          .   .   .  0       !
 2007.1!               *    +                 !!          0   .   .          !
 2007.2!              +*                      !!          .   .0  .          !
 2007.3!             *+                       !!          .   0   .          !
 2007.4!           *+                         !!          .  0.   .          !
 2008.1!         * +                          !!          .  0.   .          !
 2008.2!         +*                           !!          .   .0  .          !
 2008.3!          + *                         !!          .   . 0 .          !
 2008.4!           +*                         !!          .   .0  .          !
 2009.1!      *    +                          !!          0   .   .          !
 2009.2!  *   +                               !!          .0  .   .          !
 2009.3!  *+                                  !!          .  0.   .          !
 2009.4!  *+                                  !!          .  0.   .          !
 2010.1!   +*                                 !!          .   .0  .          !
 2010.2! *   +                                !!          .0  .   .          !
 2010.3!  +                                   !!          .   0   .          !
 2010.4!   +*                                 !!          .   .0  .          !
 2011.1!     +*                               !!          .   .0  .          !
 2011.2!        +     *                       !!          .   .   .0         !
 2011.3!            * +                       !!          . 0 .   .          !
 2011.4!            +   *                     !!          .   .  0.          !
 2012.1!            *  +                      !!          .0  .   .          !
 2012.2!           * +                        !!          .  0.   .          !
 2012.3!          * +                         !!          .  0.   .          !
 2012.4!           +*                         !!          .   0   .          !


     28.72 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNESW=NEPX$/SWPMM;                                                      
 GENR LAANESW=LOG(AANESW+.00001);                                             
 GENR LANESW=LOG(ANESW+.00001);                                               
 LHS AANESW=EXP(LAANESW)-.00001;                                              
  EQ  977 LAANESW C LANESW(-1) PNESW;                                         
EQUATION 818  LAANESW  
   RHS     C  LANESW(-1)  PNESW  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  818 PLOT=0;END;                                                     

Equation number =  818
**********************

Dependent variable = LAANESW 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.986028765

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.050196262       0.059348888  -0.84578     1.000000
12863 LANESW  ( -1)       0.850983348       0.042184367  20.17296    -2.990763
12861 PNESW   (  0)      -0.332080958       0.099002535  -3.35427     1.176650

SE of equation            =     0.079300979
Sum of squared residuals  =  1.16339937      -0.759836638E-12
Average absolute error    =     0.060030423
Sum of ABS residuals      =  11.2857195    
R squared                 =   0.93035
Durbin-Watson statistic   =   2.51258
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!    *  +                              !!          0   .   .          !
 1966.2!    +   *                             !!          .   .   .  0       !
 1966.3!       + *                            !!          .   .  0.          !
 1966.4!        +                             !!          .   0   .          !
 1967.1!        +                             !!          .   0   .          !
 1967.2!     * +                              !!          .0  .   .          !
 1967.3!     +*                               !!          .   . 0 .          !
 1967.4!      + *                             !!          .   .  0.          !
 1968.1!       +                              !!          .   0   .          !
 1968.2!       +*                             !!          .   .  0.          !
 1968.3!      * +                             !!          . 0 .   .          !
 1968.4!   *  +                               !!         0.   .   .          !
 1969.1!   +   *                              !!          .   .   .  0       !
 1969.2!     * +                              !!          .0  .   .          !
 1969.3!     +*                               !!          .   .0  .          !
 1969.4! *    +                               !!       0  .   .   .          !
 1970.1!  +   *                               !!          .   .   .  0       !
 1970.2!       +*                             !!          .   . 0 .          !
 1970.3!     *   +                            !!         0.   .   .          !
 1970.4!      +                               !!          .   0   .          !
 1971.1!      +  *                            !!          .   .   .0         !
 1971.2!         +*                           !!          .   .0  .          !
 1971.3!          +                           !!          .  0.   .          !
 1971.4!        *+                            !!          .0  .   .          !
 1972.1!  *     +                             !!     0    .   .   .          !
 1972.2!*  +                                  !!         0.   .   .          !
 1972.3!  +  *                                !!          .   .   .0         !
 1972.4!     *+                               !!          . 0 .   .          !
 1973.1!     +  *                             !!          .   .   0          !
 1973.2!        +      *                      !!          .   .   .     0    !
 1973.3!         *    +                       !!       0  .   .   .          !
 1973.4!         + *                          !!          .   .   0          !
 1974.1!          +    *                      !!          .   .   .  0       !
 1974.2!        *    +                        !!      0   .   .   .          !
 1974.3!       +   *                          !!          .   .   .0         !
 1974.4!      *   +                           !!         0.   .   .          !
 1975.1!      +                               !!          .   0   .          !
 1975.2!    * +                               !!          . 0 .   .          !
 1975.3!     +   *                            !!          .   .   .0         !
 1975.4!        +*                            !!          .   0   .          !
 1976.1!      * +                             !!          0   .   .          !
 1976.2!  *  +                                !!         0.   .   .          !
 1976.3!  +  *                                !!          .   .   0          !
 1976.4!     +      *                         !!          .   .   .      0   !
 1977.1!        *  +                          !!         0.   .   .          !
 1977.2!      *+                              !!          . 0 .   .          !
 1977.3!     +  *                             !!          .   .   .0         !
 1977.4!       *+                             !!          .  0.   .          !
 1978.1!     *+                               !!          . 0 .   .          !
 1978.2!     + *                              !!          .   .  0.          !
 1978.3!   *  +                               !!         0.   .   .          !
 1978.4!   +*                                 !!          .   . 0 .          !
 1979.1!    +                                 !!          .   0   .          !
 1979.2!    +   *                             !!          .   .   . 0        !
 1979.3!       *+                             !!          .  0.   .          !
 1979.4!     *+                               !!          .  0.   .          !
 1980.1!     + *                              !!          .   .  0.          !
 1980.2!     * +                              !!          .0  .   .          !
 1980.3!     +                                !!          .   .0  .          !
 1980.4!   * +                                !!          .0  .   .          !
 1981.1! * +                                  !!          . 0 .   .          !
 1981.2! *+                                   !!          .   0   .          !
 1981.3!  +                                   !!          .   0   .          !
 1981.4*  +                                   !!          .0  .   .          !
 1982.1+         *                            !!          .   .   .          0
 1982.2!        +                             !!          .  0.   .          !
 1982.3!     *  +                             !!         0.   .   .          !
 1982.4!     +      *                         !!          .   .   .     0    !
 1983.1!      *    +                          !!      0   .   .   .          !
 1983.2!      + *                             !!          .   . 0 .          !
 1983.3!       *+                             !!          .0  .   .          !
 1983.4!     * +                              !!          .0  .   .          !
 1984.1!     *+                               !!          .  0.   .          !
 1984.2!      + *                             !!          .   . 0 .          !
 1984.3!        +                             !!          .  0.   .          !
 1984.4!         +*                           !!          .   .0  .          !
 1985.1!   *      +                           !!   0      .   .   .          !
 1985.2!    + *                               !!          .   . 0 .          !
 1985.3!      *+                              !!          .  0.   .          !
 1985.4!   *   +                              !!         0.   .   .          !
 1986.1!    + *                               !!          .   .  0.          !
 1986.2!       +*                             !!          .   .0  .          !
 1986.3!        *+                            !!          .  0.   .          !
 1986.4!       * +                            !!          .0  .   .          !
 1987.1!        + *                           !!          .   . 0 .          !
 1987.2!        *  +                          !!          0   .   .          !
 1987.3!        *+                            !!          .  0.   .          !
 1987.4!        * +                           !!          . 0 .   .          !
 1988.1!         + *                          !!          .   .  0.          !
 1988.2!         *   +                        !!        0 .   .   .          !
 1988.3!        *  +                          !!          .0  .   .          !
 1988.4!          +                           !!          .  0.   .          !
 1989.1!           +                          !!          .  0.   .          !
 1989.2!         *  +                         !!         0.   .   .          !
 1989.3!          +                           !!          .   0   .          !
 1989.4!           +                          !!          .  0.   .          !
 1990.1!         *  +                         !!         0.   .   .          !
 1990.2!     *    +                           !!        0 .   .   .          !
 1990.3!       + *                            !!          .   .  0.          !
 1990.4!         *+                           !!          .  0.   .          !
 1991.1!         *+                           !!          . 0 .   .          !
 1991.2!          +                           !!          .  0.   .          !
 1991.3!           +  *                       !!          .   .   0          !
 1991.4!          *    +                      !!        0 .   .   .          !
 1992.1!         *  +                         !!          0   .   .          !
 1992.2!         *+                           !!          .  0.   .          !
 1992.3!         *+                           !!          .  0.   .          !
 1992.4!          +                           !!          .   0   .          !
 1993.1!        *  +                          !!          0   .   .          !
 1993.2!         +*                           !!          .   . 0 .          !
 1993.3!           +                          !!          .   0   .          !
 1993.4!            +    *                    !!          .   .   .    0     !
 1994.1!         *        +                   !! 0        .   .   .          !
 1994.2!          + *                         !!          .   .  0.          !
 1994.3!         *   +                        !!        0 .   .   .          !
 1994.4!      *   +                           !!         0.   .   .          !
 1995.1!       +   *                          !!          .   .   . 0        !
 1995.2!            +*                        !!          .   . 0 .          !
 1995.3!            * +                       !!          . 0 .   .          !
 1995.4!            *+                        !!          .  0.   .          !
 1996.1!             + *                      !!          .   .  0.          !
 1996.2!             * +                      !!          .0  .   .          !
 1996.3!              + *                     !!          .   .  0.          !
 1996.4!                +*                    !!          .   0   .          !
 1997.1!                  +   *               !!          .   .   .  0       !
 1997.2!                    * +               !!          . 0 .   .          !
 1997.3!                     +                !!          .   .0  .          !
 1997.4!                     +                !!          .   0   .          !
 1998.1!                     +                !!          .   0   .          !
 1998.2!                   * +                !!          . 0 .   .          !
 1998.3!                    +*                !!          .   . 0 .          !
 1998.4!                     + *              !!          .   .  0.          !
 1999.1!                       +   *          !!          .   .   . 0        !
 1999.2!                           +*         !!          .   . 0 .          !
 1999.3!                           + *        !!          .   . 0 .          !
 1999.4!                            + *       !!          .   .  0.          !
 2000.1!                           *  +       !!          0   .   .          !
 2000.2!                            + *       !!          .   .   0          !
 2000.3!                             *+       !!          .  0.   .          !
 2000.4!                             +*       !!          .   .0  .          !
 2001.1!                            *+        !!          . 0 .   .          !
 2001.2!                            +*        !!          .   . 0 .          !
 2001.3!                             +        !!          .   0   .          !
 2001.4!                          *  +        !!          0   .   .          !
 2002.1!                          +*          !!          .   . 0 .          !
 2002.2!                           *+         !!          .  0.   .          !
 2002.3!                           +*         !!          .   . 0 .          !
 2002.4!                        *   +         !!         0.   .   .          !
 2003.1!                         + *          !!          .   .  0.          !
 2003.2!                          +           !!          .  0.   .          !
 2003.3!                          + *         !!          .   .  0.          !
 2003.4!                           +          !!          .  0.   .          !
 2004.1!                          + *         !!          .   .  0.          !
 2004.2!                          * +         !!          .0  .   .          !
 2004.3!                          + *         !!          .   .  0.          !
 2004.4!                            +*        !!          .   . 0 .          !
 2005.1!                            +         !!          .  0.   .          !
 2005.2!                           *+         !!          .  0.   .          !
 2005.3!                            +   *     !!          .   .   . 0        !
 2005.4!                             * +      !!          . 0 .   .          !
 2006.1!                             +        !!          .   0   .          !
 2006.2!                            *+        !!          .  0.   .          !
 2006.3!                           *+         !!          .  0.   .          !
 2006.4!                           +*         !!          .   . 0 .          !
 2007.1!                         *  +         !!          0   .   .          !
 2007.2!                         +            !!          .   0   .          !
 2007.3!                         +*           !!          .   .0  .          !
 2007.4!                        * +           !!          . 0 .   .          !
 2008.1!                       *+             !!          . 0 .   .          !
 2008.2!                       + *            !!          .   .  0.          !
 2008.3!                         +            !!          .   0   .          !
 2008.4!                         + *          !!          .   .  0.          !
 2009.1!                           +*         !!          .   .0  .          !
 2009.2!                           + *        !!          .   .  0.          !
 2009.3!                            *+        !!          . 0 .   .          !
 2009.4!                            + *       !!          .   .  0.          !
 2010.1!                             +*       !!          .   .0  .          !
 2010.2!                              +       !!          .   0   .          !
 2010.3!                              +  *    !!          .   .   .0         !
 2010.4!                              * +     !!          .0  .   .          !
 2011.1!                              +       !!          .   .0  .          !
 2011.2!                             *+       !!          .   0   .          !
 2011.3!                             + *      !!          .   .  0.          !
 2011.4!                              +*      !!          .   0   .          !
 2012.1!                              +*      !!          .   .0  .          !
 2012.2!                              +  *    !!          .   .  0.          !
 2012.3!                                + *   !!          .   .  0.          !
 2012.4!                                 +    *!          .   .   .  0       !


     27.66 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTSW=STPX$/SWPMM;                                                      
 GENR LAASTSW=LOG(AASTSW+.00001);                                             
 GENR LASTSW=LOG(ASTSW+.00001);                                               
 LHS AASTSW=EXP(LAASTSW)-.00001;                                              
  EQ  978 LAASTSW C LASTSW(-1) PSTSW;                                         
EQUATION 819  LAASTSW  
   RHS     C  LASTSW(-1)  PSTSW  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  819 PLOT=0;END;                                                     

Equation number =  819
**********************

Dependent variable = LAASTSW 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.795131029

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.058345546       0.037263890  -1.56574     1.000000
12866 LASTSW  ( -1)       0.931731937       0.021751782  42.83474    -3.787232
12864 PSTSW   (  0)      -0.225002298       0.066955338  -3.36048     0.924882

SE of equation            =     0.056575614
Sum of squared residuals  = 0.592148024      -0.223399077E-10
Average absolute error    =     0.045217051
Sum of ABS residuals      =  8.50080550    
R squared                 =   0.98460
Durbin-Watson statistic   =   2.77165
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                 * +  !!       0 .    .    .         !
 1966.2!                                 + *  !!         .    .    0         !
 1966.3!                                   +* !!         .    .   0.         !
 1966.4!                                    + !!         .  0 .    .         !
 1967.1!                                    + *!         .    .    .   0     !
 1967.2!                                    * +!        0.    .    .         !
 1967.3!                                    + !!         . 0  .    .         !
 1967.4!                                    +*!!         .    .    0         !
 1968.1!                                     +!!         .    .0   .         !
 1968.2!                                     +!!         .    0    .         !
 1968.3!                                     +!!         .    .0   .         !
 1968.4!                                     +!!         .    .0   .         !
 1969.1!                                  *  +!!   0     .    .    .         !
 1969.2!                                  + * !!         .    .    .  0      !
 1969.3!                                    + !!         .  0 .    .         !
 1969.4!                                    + !!         .    0    .         !
 1970.1!                                   *+ !!         .0   .    .         !
 1970.2!                                   + *!!         .    .    .  0      !
 1970.3!                                     +!!         .  0 .    .         !
 1970.4!                                     +*!         .    .   0.         !
 1971.1!                                      +!         .    0    .         !
 1971.2!                                     +!!         .    .0   .         !
 1971.3!                                   * +!!     0   .    .    .         !
 1971.4!                                   + *!!         .    .    .  0      !
 1972.1!                                   *+ !!        0.    .    .         !
 1972.2!                                   +* !!         .    .    0         !
 1972.3!                                    +*!!         .    .   0.         !
 1972.4!                                  * + !!     0   .    .    .         !
 1973.1!                                 + *  !!         .    .    0         !
 1973.2!                                 *+   !!         0    .    .         !
 1973.3!                               *+     !!         .0   .    .         !
 1973.4!                              *+      !!         . 0  .    .         !
 1974.1!                              +  *    !!         .    .    .    0    !
 1974.2!                                 +    !!         .   0.    .         !
 1974.3!                                *+    !!         .   0.    .         !
 1974.4!                               *+     !!         . 0  .    .         !
 1975.1!                               +*     !!         .    .  0 .         !
 1975.2!                                +*    !!         .    .   0.         !
 1975.3!                                + *   !!         .    .    0         !
 1975.4!                                *+    !!         0    .    .         !
 1976.1!                              *+      !!         0    .    .         !
 1976.2!                            * +       !!        0.    .    .         !
 1976.3!                            +         !!         .    . 0  .         !
 1976.4!                            +         !!         .    .0   .         !
 1977.1!                           *+         !!        0.    .    .         !
 1977.2!                           + *        !!         .    .    .   0     !
 1977.3!                            *+        !!         .  0 .    .         !
 1977.4!                            +         !!         .    0    .         !
 1978.1!                           + *        !!         .    .    . 0       !
 1978.2!                            +*        !!         .    .  0 .         !
 1978.3!                          *+          !!         0    .    .         !
 1978.4!                         +*           !!         .    . 0  .         !
 1979.1!                         +*           !!         .    .  0 .         !
 1979.2!                         +            !!         .  0 .    .         !
 1979.3!                        +             !!         .    .0   .         !
 1979.4!                        +*            !!         .    .  0 .         !
 1980.1!                        *+            !!         .   0.    .         !
 1980.2!                        +  *          !!         .    .    .   0     !
 1980.3!                          *+          !!         .0   .    .         !
 1980.4!                         +  *         !!         .    .    .   0     !
 1981.1!                          * +         !!         0    .    .         !
 1981.2!                          +*          !!         .    . 0  .         !
 1981.3!                           +          !!         .   0.    .         !
 1981.4!                          +           !!         .  0 .    .         !
 1982.1!                         + *          !!         .    .    . 0       !
 1982.2!                           +          !!         .    0    .         !
 1982.3!                          *+          !!         . 0  .    .         !
 1982.4!                          +           !!         .    0    .         !
 1983.1!                          +           !!         . 0  .    .         !
 1983.2!                          + *         !!         .    .    .    0    !
 1983.3!                           *+         !!         0    .    .         !
 1983.4!                          *+          !!         0    .    .         !
 1984.1!                          +  *        !!         .    .    .       0 !
 1984.2!                          *  +        !!    0    .    .    .         !
 1984.3!                          *+          !!         .0   .    .         !
 1984.4!                         *+           !!         . 0  .    .         !
 1985.1!                         *+           !!         . 0  .    .         !
 1985.2!                          + *         !!         .    .    .    0    !
 1985.3!                          * +         !!      0  .    .    .         !
 1985.4!                          +           !!         .   0.    .         !
 1986.1!                          +           !!         .    . 0  .         !
 1986.2!                         *+           !!         .  0 .    .         !
 1986.3!                         +*           !!         .    .   0.         !
 1986.4!                         +*           !!         .    .0   .         !
 1987.1!                         +            !!         .  0 .    .         !
 1987.2!                        +*            !!         .    .    0         !
 1987.3!                        *+            !!         . 0  .    .         !
 1987.4!                        +             !!         .    . 0  .         !
 1988.1!                        +*            !!         .    .    .0        !
 1988.2!                        *+            !!         .  0 .    .         !
 1988.3!                        +             !!         .    0    .         !
 1988.4!                      * +             !!       0 .    .    .         !
 1989.1!                      +*              !!         .    .  0 .         !
 1989.2!                     * +              !!       0 .    .    .         !
 1989.3!                     +*               !!         .    .   0.         !
 1989.4!                      +               !!         .    0    .         !
 1990.1!                      +               !!         .    0    .         !
 1990.2!                     +                !!         . 0  .    .         !
 1990.3!                    + *               !!         .    .    .   0     !
 1990.4!                    * +               !!     0   .    .    .         !
 1991.1!                   + *                !!         .    .    . 0       !
 1991.2!                    *+                !!         .  0 .    .         !
 1991.3!                    + *               !!         .    .    . 0       !
 1991.4!                  *  +                !!  0      .    .    .         !
 1992.1!                  + *                 !!         .    .    .  0      !
 1992.2!                    +*                !!         .    .  0 .         !
 1992.3!                    +                 !!         .    0    .         !
 1992.4!                    +*                !!         .    .   0.         !
 1993.1!                    +*                !!         .    .   0.         !
 1993.2!                     +                !!         .    0    .         !
 1993.3!                    +*                !!         .    .    0         !
 1993.4!                   *+                 !!        0.    .    .         !
 1994.1!                  +*                  !!         .    .  0 .         !
 1994.2!                  +*                  !!         .    . 0  .         !
 1994.3!                  +                   !!         .   0.    .         !
 1994.4!                 + *                  !!         .    .    . 0       !
 1995.1!                * +                   !!      0  .    .    .         !
 1995.2!               + *                    !!         .    .    . 0       !
 1995.3!               * +                    !!         0    .    .         !
 1995.4!               + *                    !!         .    .    .   0     !
 1996.1!                 +*                   !!         .    .    .  0      !
 1996.2!                  +*                  !!         .    .  0 .         !
 1996.3!                * +                   !!    0    .    .    .         !
 1996.4!               +                      !!         .   0.    .         !
 1997.1!              *+                      !!       0 .    .    .         !
 1997.2!              +                       !!         .    0    .         !
 1997.3!             *+                       !!         . 0  .    .         !
 1997.4!             + *                      !!         .    .    .  0      !
 1998.1!               +                      !!         .    . 0  .         !
 1998.2!               +                      !!         .    0    .         !
 1998.3!              *+                      !!         .  0 .    .         !
 1998.4!             *+                       !!         .  0 .    .         !
 1999.1!             +                        !!         .   0.    .         !
 1999.2!            +*                        !!         .    .0   .         !
 1999.3!             +*                       !!         .    .    0         !
 1999.4!            * +                       !!        0.    .    .         !
 2000.1!           *+                         !!         .0   .    .         !
 2000.2!          * +                         !!       0 .    .    .         !
 2000.3!          +*                          !!         .    .   0.         !
 2000.4!          *+                          !!         0    .    .         !
 2001.1!          + *                         !!         .    .    .0        !
 2001.2!            +                         !!         .    .0   .         !
 2001.3!            +                         !!         .    0    .         !
 2001.4!          * +                         !!      0  .    .    .         !
 2002.1!          +                           !!         .    .  0 .         !
 2002.2!          +                           !!         .    0    .         !
 2002.3!          +*                          !!         .    . 0  .         !
 2002.4!         *+                           !!        0.    .    .         !
 2003.1!         + *                          !!         .    .    .   0     !
 2003.2!           +                          !!         .    0    .         !
 2003.3!           +                          !!         .    0    .         !
 2003.4!          *+                          !!         .   0.    .         !
 2004.1!          +                           !!         .   0.    .         !
 2004.2!         *+                           !!         .0   .    .         !
 2004.3!        +                             !!         .    0    .         !
 2004.4!        *+                            !!         . 0  .    .         !
 2005.1!      * +                             !!        0.    .    .         !
 2005.2!       +                              !!         .    . 0  .         !
 2005.3!     *  +                             !!    0    .    .    .         !
 2005.4!      +                               !!         .    .  0 .         !
 2006.1!      +*                              !!         .    . 0  .         !
 2006.2!       + *                            !!         .    .    0         !
 2006.3!      *  +                            !!    0    .    .    .         !
 2006.4!      +*                              !!         .    .  0 .         !
 2007.1!    *  +                              !!  0      .    .    .         !
 2007.2!    *+                                !!         . 0  .    .         !
 2007.3!     + *                              !!         .    .    .   0     !
 2007.4!    *  +                              !0         .    .    .         !
 2008.1!    +                                 !!         .    .0   .         !
 2008.2!   * +                                !!         0    .    .         !
 2008.3!    +*                                !!         .    .   0.         !
 2008.4!     +*                               !!         .    .    0         !
 2009.1!      +*                              !!         .    .   0.         !
 2009.2!   *  +                               !!  0      .    .    .         !
 2009.3!   +*                                 !!         .    .   0.         !
 2009.4!   +                                  !!         .  0 .    .         !
 2010.1!  +                                   !!         .    0    .         !
 2010.2!  +*                                  !!         .    .    .0        !
 2010.3! * +                                  !!        0.    .    .         !
 2010.4! +                                    !!         .    .0   .         !
 2011.1! + *                                  !!         .    .    . 0       !
 2011.2! *+                                   !!        0.    .    .         !
 2011.3*+                                     !!         .  0 .    .         !
 2011.4+ *                                    !!         .    .    .  0      !
 2012.1! +*                                   !!         .    .    .0        !
 2012.2!  +                                   !!         .    0    .         !
 2012.3! +*                                   !!         .    .0   .         !
 2012.4* +                                    !!     0   .    .    .         !


     34.04 percent of the residuals exceed 1 SE
      2.66 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKSW=UKPX$/SWPMM;                                                      
 GENR LAAUKSW=LOG(AAUKSW+.00001);                                             
 GENR LAUKSW=LOG(AUKSW+.00001);                                               
 LHS AAUKSW=EXP(LAAUKSW)-.00001;                                              
  EQ  979 LAAUKSW C LAUKSW(-1) PUKSW;                                         
EQUATION 820  LAAUKSW  
   RHS     C  LAUKSW(-1)  PUKSW  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  820 PLOT=0;END;                                                     

Equation number =  820
**********************

Dependent variable = LAAUKSW 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.227229891

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.055284370       0.068942233  -0.80189     1.000000
12869 LAUKSW  ( -1)       0.971217978       0.018160302  53.48028    -2.222793
12867 PUKSW   (  0)      -0.012896180       0.055906642  -0.23067     1.018041

SE of equation            =     0.071674835
Sum of squared residuals  = 0.950397177       0.869682104E-11
Average absolute error    =     0.055500691
Sum of ABS residuals      =  10.4341299    
R squared                 =   0.93932
Durbin-Watson statistic   =   2.66344
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                 +    *!         .    .    .   0     !
 1966.2!                                   * +!!         0    .    .         !
 1966.3!                                  +   !!         .    0    .         !
 1966.4!                                 + *  !!         .    .   0.         !
 1967.1!                                  *+  !!         .   0.    .         !
 1967.2!                               * +    !!         0    .    .         !
 1967.3!                              +   *   !!         .    .    .0        !
 1967.4!                             *   +    !!       0 .    .    .         !
 1968.1!                             + *      !!         .    .   0.         !
 1968.2!                              *+      !!         .   0.    .         !
 1968.3!                              +*      !!         .    .  0 .         !
 1968.4!                              *+      !!         .  0 .    .         !
 1969.1!                             +        !!         .    0    .         !
 1969.2!                             +*       !!         .    .  0 .         !
 1969.3!                              +   *   !!         .    .    . 0       !
 1969.4!                            *    +    !!    0    .    .    .         !
 1970.1!                           +  *       !!         .    .    .0        !
 1970.2!                              +   *   !!         .    .    . 0       !
 1970.3!                                *+    !!         .  0 .    .         !
 1970.4!                               +  *   !!         .    .    0         !
 1971.1!                                 *+   !!         .  0 .    .         !
 1971.2!                                +  *  !!         .    .    0         !
 1971.3!                                 * +  !!         .  0 .    .         !
 1971.4!                                 +    !!         .    0    .         !
 1972.1!                                *+    !!         .    0    .         !
 1972.2!                               *+     !!         .  0 .    .         !
 1972.3!                             *+       !!         . 0  .    .         !
 1972.4!                            +    *    !!         .    .    .   0     !
 1973.1!                                 +    !!         .    0    .         !
 1973.2!                                +     !!         .    .0   .         !
 1973.3!                                +    *!!         .    .    .   0     !
 1973.4!                                *   + !!       0 .    .    .         !
 1974.1!                                + *   !!         .    .    0         !
 1974.2!                               *  +   !!         0    .    .         !
 1974.3!                              +   *   !!         .    .    .  0      !
 1974.4!                                * +   !!         . 0  .    .         !
 1975.1!                                +     !!         .    0    .         !
 1975.2!                               +      !!         .    0    .         !
 1975.3!                               + *    !!         .    .    0         !
 1975.4!                               * +    !!         .0   .    .         !
 1976.1!                             *+       !!         .  0 .    .         !
 1976.2!                             +        !!         .    0    .         !
 1976.3!                             +*       !!         .    . 0  .         !
 1976.4!                              +*      !!         .    . 0  .         !
 1977.1!                               +      !!         .    0    .         !
 1977.2!                              +*      !!         .    .0   .         !
 1977.3!                               +*     !!         .    .  0 .         !
 1977.4!                            *   +     !!       0 .    .    .         !
 1978.1!                           +  *       !!         .    .   0.         !
 1978.2!                             +*       !!         .    . 0  .         !
 1978.3!                              +       !!         .    0    .         !
 1978.4!                             +        !!         .  0 .    .         !
 1979.1!                          * +         !!         .0   .    .         !
 1979.2!                         +        *   !!         .    .    .         0
 1979.3!                                 + *  !!         .    .  0 .         !
 1979.4!                                * +   !!         .0   .    .         !
 1980.1!                         *     +      !!   0     .    .    .         !
 1980.2!                       * +            !!         . 0  .    .         !
 1980.3!                      +   *           !!         .    .    .0        !
 1980.4!                      *  +            !!        0.    .    .         !
 1981.1!                      + *             !!         .    .    0         !
 1981.2!                   *    +             !!      0  .    .    .         !
 1981.3!                   + *                !!         .    . 0  .         !
 1981.4!                    +*                !!         .    .0   .         !
 1982.1!                     +     *          !!         .    .    .      0  !
 1982.2!                          *+          !!         .   0.    .         !
 1982.3!                          + *         !!         .    .   0.         !
 1982.4!                            + *       !!         .    .   0.         !
 1983.1!                             +   *    !!         .    .    . 0       !
 1983.2!                               *+     !!         . 0  .    .         !
 1983.3!                              +*      !!         .    . 0  .         !
 1983.4!                               +   *  !!         .    .    . 0       !
 1984.1!                                  +  *!!         .    .    0         !
 1984.2!                                   *+ !!         .  0 .    .         !
 1984.3!                            *     +   !!   0     .    .    .         !
 1984.4!                            +   *     !!         .    .    . 0       !
 1985.1!                             * +      !!         .0   .    .         !
 1985.2!                            +     *   !!         .    .    .    0    !
 1985.3!                             *   +    !!      0  .    .    .         !
 1985.4!                           *+         !!         . 0  .    .         !
 1986.1!                          +*          !!         .    .0   .         !
 1986.2!                      *    +          !!      0  .    .    .         !
 1986.3!                      +*              !!         .    .0   .         !
 1986.4!                   *   +              !!        0.    .    .         !
 1987.1!                   +                  !!         .    0    .         !
 1987.2!                 * +                  !!         .0   .    .         !
 1987.3!                 +   *                !!         .    .    .  0      !
 1987.4!                   * +                !!         . 0  .    .         !
 1988.1!               *   +                  !!       0 .    .    .         !
 1988.2!               +                      !!         .    0    .         !
 1988.3!               +   *                  !!         .    .    . 0       !
 1988.4!              *   +                   !!     0   .    .    .         !
 1989.1!              +*                      !!         .    .  0 .         !
 1989.2!           *   +                      !!       0 .    .    .         !
 1989.3!           + *                        !!         .    .  0 .         !
 1989.4!             +*                       !!         .    .0   .         !
 1990.1!              +  *                    !!         .    .    .0        !
 1990.2!                 +*                   !!         .    . 0  .         !
 1990.3!               *  +                   !!         0    .    .         !
 1990.4!               +*                     !!         .    . 0  .         !
 1991.1!               *+                     !!         .  0 .    .         !
 1991.2!               +  *                   !!         .    .    0         !
 1991.3!                * +                   !!         . 0  .    .         !
 1991.4!                +                     !!         .    0    .         !
 1992.1!             *  +                     !!         0    .    .         !
 1992.2!             +*                       !!         .    . 0  .         !
 1992.3!             *+                       !!         .   0.    .         !
 1992.4!             +    *                   !!         .    .    .  0      !
 1993.1!               *  +                   !!         .0   .    .         !
 1993.2!               +   *                  !!         .    .    .0        !
 1993.3!                  + *                 !!         .    .  0 .         !
 1993.4!                    +                 !!         .    0    .         !
 1994.1!                   +                  !!         .   0.    .         !
 1994.2!                   +                  !!         .   0.    .         !
 1994.3!                  +*                  !!         .    .0   .         !
 1994.4!                *  +                  !!        0.    .    .         !
 1995.1!                +*                    !!         .    . 0  .         !
 1995.2!                 +                    !!         .    0    .         !
 1995.3!                 +  *                 !!         .    .    .0        !
 1995.4!                *   +                 !!       0 .    .    .         !
 1996.1!                +    *                !!         .    .    .   0     !
 1996.2!                   *+                 !!         .  0 .    .         !
 1996.3!                   +*                 !!         .    . 0  .         !
 1996.4!              *     +                 !!   0     .    .    .         !
 1997.1!              + *                     !!         .    .  0 .         !
 1997.2!                +                     !!         .    0    .         !
 1997.3!                +                     !!         .    .0   .         !
 1997.4!                +                     !!         .   0.    .         !
 1998.1!                +*                    !!         .    . 0  .         !
 1998.2!               *+                     !!         .  0 .    .         !
 1998.3!             * +                      !!         .0   .    .         !
 1998.4!            *+                        !!         . 0  .    .         !
 1999.1!            + *                       !!         .    .   0.         !
 1999.2!             *+                       !!         .  0 .    .         !
 1999.3!             +                        !!         .    .0   .         !
 1999.4!             + *                      !!         .    .  0 .         !
 2000.1!           *   +                      !!       0 .    .    .         !
 2000.2!          *+                          !!         .  0 .    .         !
 2000.3!          +*                          !!         .    . 0  .         !
 2000.4!          *+                          !!         . 0  .    .         !
 2001.1!          +*                          !!         .    . 0  .         !
 2001.2!           +                          !!         .    0    .         !
 2001.3!          *+                          !!         .   0.    .         !
 2001.4!     *    +                           !!     0   .    .    .         !
 2002.1!     +  *                             !!         .    .    .0        !
 2002.2!         +                            !!         .    .0   .         !
 2002.3!         +*                           !!         .    .0   .         !
 2002.4!        * +                           !!         .0   .    .         !
 2003.1!      * +                             !!         .0   .    .         !
 2003.2!       +*                             !!         .    .  0 .         !
 2003.3!      *  +                            !!         .0   .    .         !
 2003.4!       +                              !!         .    0    .         !
 2004.1!       +*                             !!         .    .  0 .         !
 2004.2!       * +                            !!         . 0  .    .         !
 2004.3!       + *                            !!         .    .  0 .         !
 2004.4!      *  +                            !!         0    .    .         !
 2005.1!       +*                             !!         .    .  0 .         !
 2005.2!        *+                            !!         .   0.    .         !
 2005.3!        +                             !!         .    .0   .         !
 2005.4!        *+                            !!         .   0.    .         !
 2006.1!        +    *                        !!         .    .    .    0    !
 2006.2!             +  *                     !!         .    .    .0        !
 2006.3!          *     +                     !!   0     .    .    .         !
 2006.4!      *    +                          !!      0  .    .    .         !
 2007.1!     * +                              !!         .  0 .    .         !
 2007.2!     *+                               !!         .   0.    .         !
 2007.3!     +                                !!         .    0    .         !
 2007.4!    * +                               !!         .0   .    .         !
 2008.1!    +                                 !!         .    0    .         !
 2008.2! *  +                                 !!       0 .    .    .         !
 2008.3! + *                                  !!         .    .  0 .         !
 2008.4!   +*                                 !!         .    0    .         !
 2009.1!   *+                                 !!         .   0.    .         !
 2009.2!  * +                                 !!         . 0  .    .         !
 2009.3!  +*                                  !!         .    0    .         !
 2009.4!   +                                  !!         .    0    .         !
 2010.1!   +  *                               !!         .    .    0         !
 2010.2!*     +                               !!  0      .    .    .         !
 2010.3!+     *                               !!         .    .    .     0   !
 2010.4!    * +                               !!         .0   .    .         !
 2011.1!    *+                                !!         .   0.    .         !
 2011.2!    *+                                !!         .  0 .    .         !
 2011.3!  * +                                 !!         .0   .    .         !
 2011.4!  +*                                  !!         .    .0   .         !
 2012.1!  *+                                  !!         .  0 .    .         !
 2012.2*  +                                   !!        0.    .    .         !
 2012.3+   *                                  !!         .    .    . 0       !
 2012.4!   *+                                 !!         .  0 .    .         !


     30.32 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFISW=FIPX$/SWPMM;                                                      
 GENR LAAFISW=LOG(AAFISW+.00001);                                             
 GENR LAFISW=LOG(AFISW+.00001);                                               
 LHS AAFISW=EXP(LAAFISW)-.00001;                                              
  EQ  980 LAAFISW C LAFISW(-1) PFISW;                                         
EQUATION 821  LAAFISW  
   RHS     C  LAFISW(-1)  PFISW  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  821 PLOT=0;END;                                                     

Equation number =  821
**********************

Dependent variable = LAAFISW 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.676289618

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.563114387       0.146735491  -3.83762     1.000000
12872 LAFISW  ( -1)       0.745218959       0.045105683  16.52162    -2.680396
12870 PFISW   (  0)      -0.119121318       0.101652161  -1.17185     0.971224

SE of equation            =     0.128600165
Sum of squared residuals  =  3.05953047      -0.245186094E-10
Average absolute error    =     0.093676693
Sum of ABS residuals      =  17.6112182    
R squared                 =   0.60497
Durbin-Watson statistic   =   2.62846
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*         +                            !!     0     .  .  .           !
 1966.2!     +   *                            !!           .  .  0           !
 1966.3! *           +                        !!    0      .  .  .           !
 1966.4!       + *                            !!           .  .0 .           !
 1967.1!      *     +                         !!         0 .  .  .           !
 1967.2!      *    +                          !!          0.  .  .           !
 1967.3!     *    +                           !!          0.  .  .           !
 1967.4!          +*                          !!           .  0  .           !
 1968.1!            * +                       !!           .0 .  .           !
 1968.2!         *     +                      !!         0 .  .  .           !
 1968.3!        *    +                        !!          0.  .  .           !
 1968.4!            +  *                      !!           .  . 0.           !
 1969.1!                  +*                  !!           .  .0 .           !
 1969.2!                    +*                !!           .  .0 .           !
 1969.3!                   *  +               !!           .0 .  .           !
 1969.4!                    +                 *!           .  .  .           0
 1970.1!                          *        +  !!       0   .  .  .           !
 1970.2!                     *   +            !!          0.  .  .           !
 1970.3!                      + *             !!           .  . 0.           !
 1970.4!                  *     +             !!         0 .  .  .           !
 1971.1!                    +*                !!           .  .0 .           !
 1971.2!                      +               !!           .  .0 .           !
 1971.3!                       +  *           !!           .  . 0.           !
 1971.4!                        *+            !!           . 0.  .           !
 1972.1!                        +      *      !!           .  .  .  0        !
 1972.2!                              + *     !!           .  . 0.           !
 1972.3!                          *   +       !!           0  .  .           !
 1972.4!                      *   +           !!           0  .  .           !
 1973.1!                       +  *           !!           .  . 0.           !
 1973.2!                         +*           !!           .  .0 .           !
 1973.3!                     *    +           !!          0.  .  .           !
 1973.4!                      +*              !!           .  0  .           !
 1974.1!                       +   *          !!           .  .  .0          !
 1974.2!                          +           !!           .  0  .           !
 1974.3!                 *       +            !!       0   .  .  .           !
 1974.4!                  +  *                !!           .  .  0           !
 1975.1!                  *  +                !!           0  .  .           !
 1975.2!                   + *                !!           .  .0 .           !
 1975.3!                 *   +                !!           0  .  .           !
 1975.4!                   +        *         !!           .  .  .    0      !
 1976.1!                   *       +          !!       0   .  .  .           !
 1976.2!                    +  *              !!           .  .  0           !
 1976.3!                       +              !!           .  0  .           !
 1976.4!                       +              !!           .  0  .           !
 1977.1!                       +*             !!           .  .0 .           !
 1977.2!                     * +              !!           .0 .  .           !
 1977.3!                     +*               !!           .  .0 .           !
 1977.4!                      +    *          !!           .  .  .0          !
 1978.1!                        * +           !!           .0 .  .           !
 1978.2!                        + *           !!           .  . 0.           !
 1978.3!                         +*           !!           .  0  .           !
 1978.4!                         + *          !!           .  . 0.           !
 1979.1!                          + *         !!           .  . 0.           !
 1979.2!                           +*         !!           .  .0 .           !
 1979.3!                       *   +          !!           0  .  .           !
 1979.4!                       +       *      !!           .  .  .   0       !
 1980.1!                              +  *    !!           .  .  0           !
 1980.2!                              +       !!           .  0  .           !
 1980.3!                             +*       !!           .  .0 .           !
 1980.4!                            + *       !!           .  .0 .           !
 1981.1!                         *  +         !!           .0 .  .           !
 1981.2!                        +    *        !!           .  .  .0          !
 1981.3!                           +*         !!           .  0  .           !
 1981.4!                         *+           !!           . 0.  .           !
 1982.1!                        + *           !!           .  . 0.           !
 1982.2!                          +           !!           .  .0 .           !
 1982.3!                    *    +            !!          0.  .  .           !
 1982.4!                     +  *             !!           .  . 0.           !
 1983.1!                        +             !!           .  0  .           !
 1983.2!                        +*            !!           .  .0 .           !
 1983.3!                         +            !!           .  0  .           !
 1983.4!                        +   *         !!           .  .  0           !
 1984.1!                          *+          !!           . 0.  .           !
 1984.2!                         +            !!           .  0  .           !
 1984.3!                       * +            !!           .0 .  .           !
 1984.4!                       +   *          !!           .  .  0           !
 1985.1!                         *+           !!           . 0.  .           !
 1985.2!                         + *          !!           .  . 0.           !
 1985.3!                        * +           !!           .0 .  .           !
 1985.4!                        +  *          !!           .  .  0           !
 1986.1!                          +   *       !!           .  .  0           !
 1986.2!                          * +         !!           .0 .  .           !
 1986.3!                         +*           !!           .  .0 .           !
 1986.4!                         +   *        !!           .  .  0           !
 1987.1!                            +*        !!           .  .0 .           !
 1987.2!                           +          !!           .  0  .           !
 1987.3!                          +           !!           .  0  .           !
 1987.4!                         +  *         !!           .  .  0           !
 1988.1!                        *  +          !!           0  .  .           !
 1988.2!                       +   *          !!           .  .  0           !
 1988.3!                          +           !!           .  0  .           !
 1988.4!                         +            !!           .  0  .           !
 1989.1!                       *+             !!           . 0.  .           !
 1989.2!                       +*             !!           .  .0 .           !
 1989.3!                     * +              !!           .0 .  .           !
 1989.4!                     +    *           !!           .  .  .0          !
 1990.1!                        *+            !!           . 0.  .           !
 1990.2!                       +   *          !!           .  .  0           !
 1990.3!                     *    +           !!          0.  .  .           !
 1990.4!                     +  *             !!           .  .  0           !
 1991.1!                        +*            !!           .  .0 .           !
 1991.2!                       *+             !!           . 0.  .           !
 1991.3!                   *   +              !!           0  .  .           !
 1991.4!                    +   *             !!           .  .  0           !
 1992.1!                        +             !!           .  0  .           !
 1992.2!                       +              !!           .  0  .           !
 1992.3!                    *  +              !!           0  .  .           !
 1992.4!                     +   *            !!           .  .  0           !
 1993.1!                         +            !!           .  0  .           !
 1993.2!                        *+            !!           . 0.  .           !
 1993.3!                        +             !!           .  0  .           !
 1993.4!                        +  *          !!           .  . 0.           !
 1994.1!                         *+           !!           .  0  .           !
 1994.2!                        *+            !!           . 0.  .           !
 1994.3!                      * +             !!           .0 .  .           !
 1994.4!                      +  *            !!           .  .  0           !
 1995.1!                    *    +            !!          0.  .  .           !
 1995.2!                    +*                !!           .  .0 .           !
 1995.3!                  *  +                !!           0  .  .           !
 1995.4!                   +*                 !!           .  . 0.           !
 1996.1!                    *+                !!           .  0  .           !
 1996.2!                     +                !!           .  0  .           !
 1996.3!                  *  +                !!           .0 .  .           !
 1996.4!                   + *                !!           .  . 0.           !
 1997.1!                     +*               !!           .  0  .           !
 1997.2!                     *+               !!           . 0.  .           !
 1997.3!                *    +                !!          0.  .  .           !
 1997.4!                  +*                  !!           .  .0 .           !
 1998.1!                    +*                !!           .  .0 .           !
 1998.2!                    *+                !!           . 0.  .           !
 1998.3!                 *   +                !!           0  .  .           !
 1998.4!                  + *                 !!           .  . 0.           !
 1999.1!                     +                !!           .  0  .           !
 1999.2!                     *+               !!           . 0.  .           !
 1999.3!                    *+                !!           . 0.  .           !
 1999.4!                     +    *           !!           .  .  .0          !
 2000.1!                       * +            !!           .0 .  .           !
 2000.2!                      *+              !!           . 0.  .           !
 2000.3!                     * +              !!           .0 .  .           !
 2000.4!                      +  *            !!           .  .  0           !
 2001.1!                       *+             !!           . 0.  .           !
 2001.2!                      *+              !!           . 0.  .           !
 2001.3!                    *  +              !!           .0 .  .           !
 2001.4!                     +                !!           .  0  .           !
 2002.1!                      +               !!           .  0  .           !
 2002.2!                     *+               !!           . 0.  .           !
 2002.3!                    * +               !!           .0 .  .           !
 2002.4!                     +   *            !!           .  .  0           !
 2003.1!                        +             !!           .  0  .           !
 2003.2!                        + *           !!           .  . 0.           !
 2003.3!                      *  +            !!           0  .  .           !
 2003.4!                       +  *           !!           .  .  0           !
 2004.1!                         +            !!           .  0  .           !
 2004.2!                         +  *         !!           .  . 0.           !
 2004.3!                         * +          !!           . 0.  .           !
 2004.4!                         +   *        !!           .  .  .0          !
 2005.1!                           *+         !!           . 0.  .           !
 2005.2!                          +*          !!           .  .0 .           !
 2005.3!                        * +           !!           .0 .  .           !
 2005.4!                        +  *          !!           .  .  0           !
 2006.1!                           +          !!           .  .0 .           !
 2006.2!                           +*         !!           .  .0 .           !
 2006.3!                           +  *       !!           .  . 0.           !
 2006.4!                            +  *      !!           .  . 0.           !
 2007.1!                            *+        !!           . 0.  .           !
 2007.2!                           +          !!           .  0  .           !
 2007.3!                           +          !!           .  0  .           !
 2007.4!                           + *        !!           .  . 0.           !
 2008.1!                          * +         !!           . 0.  .           !
 2008.2!                          +*          !!           .  .0 .           !
 2008.3!                         * +          !!           .0 .  .           !
 2008.4!                         +   *        !!           .  .  0           !
 2009.1!                        *   +         !!           0  .  .           !
 2009.2!                      * +             !!           .0 .  .           !
 2009.3!                     * +              !!           .0 .  .           !
 2009.4!                      +    *          !!           .  .  .0          !
 2010.1!                          +           !!           .  0  .           !
 2010.2!                          +*          !!           .  .0 .           !
 2010.3!                       *   +          !!           0  .  .           !
 2010.4!                       +    *         !!           .  .  .0          !
 2011.1!                            +         !!           .  0  .           !
 2011.2!                           +          !!           .  0  .           !
 2011.3!                       *  +           !!           0  .  .           !
 2011.4!                        +  *          !!           .  . 0.           !
 2012.1!                           +          !!           .  0  .           !
 2012.2!                        *  +          !!           .0 .  .           !
 2012.3!                       * +            !!           .0 .  .           !
 2012.4!                        +*            !!           .  .0 .           !


     27.13 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASSW=ASPX$/SWPMM;                                                      
 GENR LAAASSW=LOG(AAASSW+.00001);                                             
 GENR LAASSW=LOG(AASSW+.00001);                                               
 LHS AAASSW=EXP(LAAASSW)-.00001;                                              
  EQ  981 LAAASSW C LAASSW(-1) PASSW;                                         
EQUATION 822  LAAASSW  
   RHS     C  LAASSW(-1)  PASSW  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  822 PLOT=0;END;                                                     

Equation number =  822
**********************

Dependent variable = LAAASSW 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.140316344

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.901014291       0.381891139  -7.59644     1.000000
12875 LAASSW  ( -1)       0.486926306       0.063817813   7.62994    -6.138121
12873 PASSW   (  0)      -0.220942240       0.086081987  -2.56665     1.133734

SE of equation            =     0.285436627
Sum of squared residuals  =  15.0727025      -0.409761114E-10
Average absolute error    =     0.222400706
Sum of ABS residuals      =  41.8113328    
R squared                 =   0.29634
Durbin-Watson statistic   =   2.32831
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                +*                    !!          .   .0  .          !
 1966.2!         *      +                     !!        0 .   .   .          !
 1966.3!             +       *                !!          .   .   .  0       !
 1966.4!            *      +                  !!        0 .   .   .          !
 1967.1!          *   +                       !!          0   .   .          !
 1967.2!         *   +                        !!          .0  .   .          !
 1967.3!             +                        !!          .   0   .          !
 1967.4!               +*                     !!          .   .0  .          !
 1968.1!      *          +                    !!     0    .   .   .          !
 1968.2!            +                         !!          .   0   .          !
 1968.3!         *    +                       !!          0   .   .          !
 1968.4!             +       *                !!          .   .   .  0       !
 1969.1!      *            +                  !!   0      .   .   .          !
 1969.2!           *+                         !!          .  0.   .          !
 1969.3!              + *                     !!          .   .0  .          !
 1969.4!        *        +                    !!       0  .   .   .          !
 1970.1!             +*                       !!          .   0   .          !
 1970.2!            *   +                     !!          .0  .   .          !
 1970.3!               +*                     !!          .   0   .          !
 1970.4!             *   +                    !!          0   .   .          !
 1971.1!                +       *             !!          .   .   .  0       !
 1971.2!                *    +                !!          0   .   .          !
 1971.3!                 *+                   !!          .   0   .          !
 1971.4!            *     +                   !!         0.   .   .          !
 1972.1!               +   *                  !!          .   .  0.          !
 1972.2!                 * +                  !!          . 0 .   .          !
 1972.3!                 +            *       !!          .   .   .      0   !
 1972.4!                      *+              !!          .  0.   .          !
 1973.1!                  + *                 !!          .   .0  .          !
 1973.2!                 +                    !!          .  0.   .          !
 1973.3!                +      *              !!          .   .   . 0        !
 1973.4!                 * +                  !!          . 0 .   .          !
 1974.1!          *     +                     !!         0.   .   .          !
 1974.2!          *  +                        !!          . 0 .   .          !
 1974.3!              +   *                   !!          .   .   0          !
 1974.4!                 *+                   !!          .  0.   .          !
 1975.1!                  +     *             !!          .   .   .0         !
 1975.2!                     +      *         !!          .   .   . 0        !
 1975.3!                       +       *      !!          .   .   .  0       !
 1975.4!                        +   *         !!          .   .  0.          !
 1976.1!                       +          *   !!          .   .   .    0     !
 1976.2!                         +   *        !!          .   .  0.          !
 1976.3!                       +     *        !!          .   .   .0         !
 1976.4!                       +  *           !!          .   . 0 .          !
 1977.1!                      + *             !!          .   . 0 .          !
 1977.2!                     +   *            !!          .   .   0          !
 1977.3!                      + *             !!          .   . 0 .          !
 1977.4!                     +  *             !!          .   .  0.          !
 1978.1!                      +*              !!          .   .0  .          !
 1978.2!                     + *              !!          .   . 0 .          !
 1978.3!                     +                !!          .   0   .          !
 1978.4!                    +      *          !!          .   .   . 0        !
 1979.1!                       +  *           !!          .   .  0.          !
 1979.2!                      +   *           !!          .   .  0.          !
 1979.3!                      +   *           !!          .   .  0.          !
 1979.4!                      +     *         !!          .   .   .0         !
 1980.1!                   *    +             !!          0   .   .          !
 1980.2!                   +    *             !!          .   .   0          !
 1980.3!                     +  *             !!          .   . 0 .          !
 1980.4!                     +*               !!          .   .0  .          !
 1981.1!                    +                 !!          .   0   .          !
 1981.2!            *     +                   !!         0.   .   .          !
 1981.3!               +      *               !!          .   .   . 0        !
 1981.4!             *      +                 !!         0.   .   .          !
 1982.1!                +  *                  !!          .   .  0.          !
 1982.2!                   +*                 !!          .   .0  .          !
 1982.3!             *     +                  !!         0.   .   .          !
 1982.4!             *  +                     !!          .0  .   .          !
 1983.1!            *   +                     !!          .0  .   .          !
 1983.2*                +                     !!0         .   .   .          !
 1983.3!        *+                            !!          .  0.   .          !
 1983.4!       *      +                       !!        0 .   .   .          !
 1984.1!       *     +                        !!          0   .   .          !
 1984.2!             +                        !!          .   0   .          !
 1984.3!              * +                     !!          .  0.   .          !
 1984.4!         *      +                     !!        0 .   .   .          !
 1985.1!              + *                     !!          .   . 0 .          !
 1985.2!             *    +                   !!          0   .   .          !
 1985.3!                 +        *           !!          .   .   .   0      !
 1985.4!                     * +              !!          . 0 .   .          !
 1986.1!                  *  +                !!          .0  .   .          !
 1986.2!                   +    *             !!          .   .   0          !
 1986.3!                      +  *            !!          .   . 0 .          !
 1986.4!                       +   *          !!          .   .  0.          !
 1987.1!                     *  +             !!          .0  .   .          !
 1987.2!                     + *              !!          .   . 0 .          !
 1987.3!                      +*              !!          .   .0  .          !
 1987.4!                      +*              !!          .   .0  .          !
 1988.1!                      +   *           !!          .   .  0.          !
 1988.2!                  *    +              !!         0.   .   .          !
 1988.3!                   +  *               !!          .   .  0.          !
 1988.4!                     +    *           !!          .   .   0          !
 1989.1!                       +              !!          .   0   .          !
 1989.2!                    *+                !!          .  0.   .          !
 1989.3!                   *+                 !!          .  0.   .          !
 1989.4!                  *+                  !!          .  0.   .          !
 1990.1!            *      +                  !!        0 .   .   .          !
 1990.2!                +     *               !!          .   .   .0         !
 1990.3!                  *  +                !!          .0  .   .          !
 1990.4!               *   +                  !!          0   .   .          !
 1991.1!                  + *                 !!          .   . 0 .          !
 1991.2!                     +      *         !!          .   .   . 0        !
 1991.3!                        +*            !!          .   .0  .          !
 1991.4!                     * +              !!          . 0 .   .          !
 1992.1!                     +  *             !!          .   .  0.          !
 1992.2!                       +     *        !!          .   .   .0         !
 1992.3!                         +*           !!          .   .0  .          !
 1992.4!                *       +             !!        0 .   .   .          !
 1993.1!                   +        *         !!          .   .   .  0       !
 1993.2!                     *  +             !!          .0  .   .          !
 1993.3!                     +     *          !!          .   .   .0         !
 1993.4!                     *  +             !!          . 0 .   .          !
 1994.1!                     +  *             !!          .   . 0 .          !
 1994.2!                    * +               !!          . 0 .   .          !
 1994.3!                     + *              !!          .   . 0 .          !
 1994.4!                   *  +               !!          . 0 .   .          !
 1995.1!                    +*                !!          .   .0  .          !
 1995.2!                     + *              !!          .   .0  .          !
 1995.3!                      +               !!          .   0   .          !
 1995.4!                      +    *          !!          .   .   0          !
 1996.1!                        +     *       !!          .   .   .0         !
 1996.2!                        *+            !!          .  0.   .          !
 1996.3!                       +   *          !!          .   .   0          !
 1996.4!                        +             *!          .   .   .       0  !
 1997.1!            *                +        !0          .   .   .          !
 1997.2!                +     *               !!          .   .   .0         !
 1997.3!                    *+                !!          .  0.   .          !
 1997.4!               *    +                 !!         0.   .   .          !
 1998.1!                  +                   !!          .   0   .          !
 1998.2!                  * +                 !!          . 0 .   .          !
 1998.3!                    +                 !!          .   0   .          !
 1998.4!              *      +                !!         0.   .   .          !
 1999.1!                * +                   !!          .  0.   .          !
 1999.2!                   +*                 !!          .   .0  .          !
 1999.3!                     + *              !!          .   . 0 .          !
 1999.4!              *       +               !!       0  .   .   .          !
 2000.1!               * +                    !!          . 0 .   .          !
 2000.2!              *   +                   !!          .0  .   .          !
 2000.3!                 *+                   !!          .  0.   .          !
 2000.4!       *           +                  !!    0     .   .   .          !
 2001.1!              +  *                    !!          .   . 0 .          !
 2001.2!                 * +                  !!          . 0 .   .          !
 2001.3!                   + *                !!          .   . 0 .          !
 2001.4!             *       +                !!       0  .   .   .          !
 2002.1!                 +*                   !!          .   .0  .          !
 2002.2!                 *  +                 !!          . 0 .   .          !
 2002.3!                *  +                  !!          .0  .   .          !
 2002.4!                  *+                  !!          .  0.   .          !
 2003.1!                 * +                  !!          . 0 .   .          !
 2003.2!                   +  *               !!          .   . 0 .          !
 2003.3!                      +               !!          .   0   .          !
 2003.4!                  *   +               !!          .0  .   .          !
 2004.1!               *   +                  !!          .0  .   .          !
 2004.2!                  +                   !!          .   0   .          !
 2004.3!             *     +                  !!         0.   .   .          !
 2004.4!                 +      *             !!          .   .   . 0        !
 2005.1!                  *   +               !!          .0  .   .          !
 2005.2!                   +  *               !!          .   . 0 .          !
 2005.3!                     +     *          !!          .   .   . 0        !
 2005.4!                       + *            !!          .   . 0 .          !
 2006.1!                      + *             !!          .   .0  .          !
 2006.2!               *     +                !!        0 .   .   .          !
 2006.3!                 +    *               !!          .   .   0          !
 2006.4!                 *  +                 !!          .0  .   .          !
 2007.1!                  +                   !!          .   0   .          !
 2007.2!               *  +                   !!          .0  .   .          !
 2007.3!                *+                    !!          .  0.   .          !
 2007.4!                  +*                  !!          .   .0  .          !
 2008.1!                   +     *            !!          .   .   .0         !
 2008.2!                     + *              !!          .   .0  .          !
 2008.3!                    +       *         !!          .   .   .  0       !
 2008.4!                 *    +               !!         0.   .   .          !
 2009.1!                 +      *             !!          .   .   . 0        !
 2009.2!                   * +                !!          . 0 .   .          !
 2009.3!                 * +                  !!          . 0 .   .          !
 2009.4!              *   +                   !!          .0  .   .          !
 2010.1!                +     *               !!          .   .   .0         !
 2010.2!                   +        *         !!          .   .   .   0      !
 2010.3!                     *+               !!          .  0.   .          !
 2010.4!                * +                   !!          . 0 .   .          !
 2011.1!       *        +                     !!       0  .   .   .          !
 2011.2!           +            *             !!          .   .   .      0   !
 2011.3!                *  +                  !!          . 0 .   .          !
 2011.4!         *     +                      !!         0.   .   .          !
 2012.1!            +*                        !!          .   .0  .          !
 2012.2!              +  *                    !!          .   . 0 .          !
 2012.3!              * +                     !!          . 0 .   .          !
 2012.4!         *     +                      !!         0.   .   .          !


     31.38 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@@EQ  982 LAASOSW C LASOSW(-1) PSOSW;SMPL 1998.3 2012.4;OLS;EST  982 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOSW=KOPX$/SWPMM;                                                      
 GENR LAAKOSW=LOG(AAKOSW+.00001);                                             
 GENR LAKOSW=LOG(AKOSW+.00001);                                               
 LHS AAKOSW=EXP(LAAKOSW)-.00001;                                              
  EQ  983 LAAKOSW C LAKOSW(-1) PKOSW;                                         
EQUATION 823  LAAKOSW  
   RHS     C  LAKOSW(-1)  PKOSW  
 SMPL 1973.3 2012.4;                                                          
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
 OLS;EST  823 PLOT=0;END;                                                     

Equation number =  823
**********************

Dependent variable = LAAKOSW 

 1973.3 -   2012.4,    0 missing obs.,  158 obs. used.

Mean of dependent variable       -5.366864229

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.748441919       0.281547236  -6.21012     1.000000
12878 LAKOSW  ( -1)       0.593132416       0.062456385   9.49675    -5.379704
12876 PKOSW   (  0)      -0.288176957       0.077359851  -3.72515     1.483621

SE of equation            =     0.314903029
Sum of squared residuals  =  15.3704072       0.551558799E-12
Average absolute error    =     0.217839659
Sum of ABS residuals      =  34.4186662    
R squared                 =   0.60489
Durbin-Watson statistic   =   2.48995
SMPL and No. Obs.         = 1973.3   2012.4    158

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.3! *      +                             !!       0  .   .   .          !
 1973.4!  *    +                              !!         0.   .   .          !
 1974.1*        +                             !!      0   .   .   .          !
 1974.2!       +                              !!          .   0   .          !
 1974.3!            +         *               !!          .   .   .    0     !
 1974.4!      *               +               !0          .   .   .          !
 1975.1!             +      *                 !!          .   .   .  0       !
 1975.2!         *           +                !!   0      .   .   .          !
 1975.3!         *    +                       !!         0.   .   .          !
 1975.4!              +                       !!          .   0   .          !
 1976.1!           *    +                     !!          0   .   .          !
 1976.2!               + *                    !!          .   . 0 .          !
 1976.3!                 + *                  !!          .   . 0 .          !
 1976.4!                   +*                 !!          .   0   .          !
 1977.1!                    +*                !!          .   .0  .          !
 1977.2!                    +    *            !!          .   .   0          !
 1977.3!                       + *            !!          .   . 0 .          !
 1977.4!                       +     *        !!          .   .   .0         !
 1978.1!                         +*           !!          .   .0  .          !
 1978.2!                        +   *         !!          .   .   0          !
 1978.3!                        +*            !!          .   0   .          !
 1978.4!                *     +               !!        0 .   .   .          !
 1979.1!              *  +                    !!          .0  .   .          !
 1979.2!                +*                    !!          .   .0  .          !
 1979.3!                 * +                  !!          . 0 .   .          !
 1979.4!                * +                   !!          . 0 .   .          !
 1980.1!                 * +                  !!          .  0.   .          !
 1980.2!                   +                  !!          .   0   .          !
 1980.3!                *   +                 !!          0   .   .          !
 1980.4!               *  +                   !!          .0  .   .          !
 1981.1!               * +                    !!          .  0.   .          !
 1981.2!                 +  *                 !!          .   .  0.          !
 1981.3!                 * +                  !!          . 0 .   .          !
 1981.4!              *   +                   !!          0   .   .          !
 1982.1!                +                     !!          .   0   .          !
 1982.2!                  +   *               !!          .   .   0          !
 1982.3!                   * +                !!          . 0 .   .          !
 1982.4!                *  +                  !!          .0  .   .          !
 1983.1!               * +                    !!          . 0 .   .          !
 1983.2!                *+                    !!          .  0.   .          !
 1983.3!                *+                    !!          .  0.   .          !
 1983.4!                  +   *               !!          .   .   0          !
 1984.1!               *     +                !!        0 .   .   .          !
 1984.2!               * +                    !!          . 0 .   .          !
 1984.3!                +     *               !!          .   .   .0         !
 1984.4!                    +       *         !!          .   .   .  0       !
 1985.1!             *          +             !!    0     .   .   .          !
 1985.2!               +              *       !!          .   .   .        0 !
 1985.3!                  *       +           !!      0   .   .   .          !
 1985.4!                   +    *             !!          .   .   .0         !
 1986.1!                *      +              !!        0 .   .   .          !
 1986.2!                   +        *         !!          .   .   .    0     !
 1986.3!                      *   +           !!          .0  .   .          !
 1986.4!                      +    *          !!          .   .   .0         !
 1987.1!                         +*           !!          .   .0  .          !
 1987.2!                        +             *!          .   .   .       0  !
 1987.3!                               + *    !!          .   . 0 .          !
 1987.4!                          *  +        !!          . 0 .   .          !
 1988.1!                        +  *          !!          .   . 0 .          !
 1988.2!                        +  *          !!          .   . 0 .          !
 1988.3!                        +   *         !!          .   .  0.          !
 1988.4!                        + *           !!          .   .0  .          !
 1989.1!                      *+              !!          .  0.   .          !
 1989.2!                     + *              !!          .   . 0 .          !
 1989.3!                     +                !!          .   0   .          !
 1989.4!                     +    *           !!          .   .   .0         !
 1990.1!                        +      *      !!          .   .   . 0        !
 1990.2!                          *+          !!          .  0.   .          !
 1990.3!                        +             *!          .   .   .        0 !
 1990.4!                                +    *!!          .   .   .0         !
 1991.1!                       *       +      !!       0  .   .   .          !
 1991.2!                      +        *      !!          .   .   .   0      !
 1991.3!                        *  +          !!          .0  .   .          !
 1991.4!                      *+              !!          .  0.   .          !
 1992.1!                      +               !!          .   0   .          !
 1992.2!                     *+               !!          .   0   .          !
 1992.3!                     *+               !!          .   0   .          !
 1992.4!                   *  +               !!          . 0 .   .          !
 1993.1!                   *+                 !!          .  0.   .          !
 1993.2!                   *+                 !!          .  0.   .          !
 1993.3!                   +                  !!          .  0.   .          !
 1993.4!                   +                  !!          .  0.   .          !
 1994.1!                   + *                !!          .   .0  .          !
 1994.2!                     +*               !!          .   . 0 .          !
 1994.3!                      +               !!          .   0   .          !
 1994.4!                     + *              !!          .   . 0 .          !
 1995.1!                *     +               !!        0 .   .   .          !
 1995.2!                  +*                  !!          .   .0  .          !
 1995.3!                   *+                 !!          .  0.   .          !
 1995.4!                    +                 !!          .   0   .          !
 1996.1!                  *  +                !!          .0  .   .          !
 1996.2!                    +                 !!          .   0   .          !
 1996.3!                   * +                !!          . 0 .   .          !
 1996.4!                     +                !!          .   0   .          !
 1997.1!                      +*              !!          .   .0  .          !
 1997.2!                       +*             !!          .   .0  .          !
 1997.3!                        +             !!          .   0   .          !
 1997.4!                         +     *      !!          .   .   .0         !
 1998.1!                        *      +      !!        0 .   .   .          !
 1998.2!                       *  +           !!          .0  .   .          !
 1998.3!                    *    +            !!         0.   .   .          !
 1998.4!                     * +              !!          . 0 .   .          !
 1999.1!                       +      *       !!          .   .   .  0       !
 1999.2!                            +         !!          .   0   .          !
 1999.3!                           +   *      !!          .   .   0          !
 1999.4!                           *+         !!          .  0.   .          !
 2000.1!                     *    +           !!         0.   .   .          !
 2000.2!                      +               !!          .   0   .          !
 2000.3!                      +               !!          .  0.   .          !
 2000.4!                       +              !!          .   .0  .          !
 2001.1!                       *+             !!          .  0.   .          !
 2001.2!                        +             !!          .   0   .          !
 2001.3!                        *+            !!          .   0   .          !
 2001.4!                         +            !!          .   0   .          !
 2002.1!                        *+            !!          . 0 .   .          !
 2002.2!                         +            !!          .   0   .          !
 2002.3!                         +            !!          .   0   .          !
 2002.4!                          +           !!          .   0   .          !
 2003.1!                          +*          !!          .   0   .          !
 2003.2!                           +*         !!          .   .0  .          !
 2003.3!                            +         !!          .   0   .          !
 2003.4!                            + *       !!          .   . 0 .          !
 2004.1!                             +*       !!          .   .0  .          !
 2004.2!                             +*       !!          .   .0  .          !
 2004.3!                             +        !!          .   0   .          !
 2004.4!                            + *       !!          .   .0  .          !
 2005.1!                             +  *     !!          .   .  0.          !
 2005.2!                              +*      !!          .   0   .          !
 2005.3!                              + *     !!          .   . 0 .          !
 2005.4!                              + *     !!          .   . 0 .          !
 2006.1!                              *+      !!          .  0.   .          !
 2006.2!                             +   *    !!          .   .  0.          !
 2006.3!                               +      !!          .   0   .          !
 2006.4!                              +*      !!          .   .0  .          !
 2007.1!                            * +       !!          . 0 .   .          !
 2007.2!                            +   *     !!          .   .   0          !
 2007.3!                               +*     !!          .   .0  .          !
 2007.4!                             * +      !!          . 0 .   .          !
 2008.1!                             +*       !!          .   .0  .          !
 2008.2!                           *  +       !!          .0  .   .          !
 2008.3!                            +  *      !!          .   . 0 .          !
 2008.4!                              +  *    !!          .   . 0 .          !
 2009.1!                          *     +     !!        0 .   .   .          !
 2009.2!                           +*         !!          .   .0  .          !
 2009.3!                         *   +        !!          0   .   .          !
 2009.4!                         * +          !!          .0  .   .          !
 2010.1!                         * +          !!          . 0 .   .          !
 2010.2!                          *+          !!          .  0.   .          !
 2010.3!                          *+          !!          . 0 .   .          !
 2010.4!                            + *       !!          .   . 0 .          !
 2011.1!                              +  *    !!          .   . 0 .          !
 2011.2!                              * +     !!          . 0 .   .          !
 2011.3!                              +     * !!          .   .   .0         !
 2011.4!                             *    +   !!          0   .   .          !
 2012.1!                           * +        !!          . 0 .   .          !
 2012.2!                            + *       !!          .   .0  .          !
 2012.3!                             *+       !!          .  0.   .          !
 2012.4!                             +*       !!          .   .0  .          !


     25.32 percent of the residuals exceed 1 SE
      5.70 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBESW=BEPX$Q/SWPMM;                                                     
 GENR LAABESW=LOG(AABESW+.00001);                                             
 GENR LABESW=LOG(ABESW+.00001);                                               
 LHS AABESW=EXP(LAABESW)-.00001;                                              
  EQ  984 LAABESW C LABESW(-1) PBESW;                                         
EQUATION 824  LAABESW  
   RHS     C  LABESW(-1)  PBESW  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  824 PLOT=0;END;                                                     

Equation number =  824
**********************

Dependent variable = LAABESW 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.217016263

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.539121020       0.141470201  -3.81085     1.000000
12881 LABESW  ( -1)       0.793231062       0.041241338  19.23388    -3.219622
12879 PBESW   (  0)      -0.124742824       0.084149663  -1.48239     0.993973

SE of equation            =     0.080199912
Sum of squared residuals  =  1.18992478       0.889333052E-11
Average absolute error    =     0.061619842
Sum of ABS residuals      =  11.5845302    
R squared                 =   0.68465
Durbin-Watson statistic   =   2.42970
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     +   *                            !!          .   .   0          !
 1966.2!            +   *                     !!          .   .   0          !
 1966.3!       *         +                    !!    0     .   .   .          !
 1966.4!     *    +                           !!         0.   .   .          !
 1967.1!   *    +                             !!        0 .   .   .          !
 1967.2*       +                              !!      0   .   .   .          !
 1967.3!*   +                                 !!          0   .   .          !
 1967.4!    +       *                         !!          .   .   .   0      !
 1968.1!       *      +                       !!       0  .   .   .          !
 1968.2!      *   +                           !!          0   .   .          !
 1968.3!          +  *                        !!          .   .  0.          !
 1968.4!              *+                      !!          .  0.   .          !
 1969.1!               +  *                   !!          .   . 0 .          !
 1969.2!                *  +                  !!          . 0 .   .          !
 1969.3!                  +  *                !!          .   .   0          !
 1969.4!                     +*               !!          .   0   .          !
 1970.1!                   *  +               !!          .0  .   .          !
 1970.2!                    +                 !!          .   .0  .          !
 1970.3!                    +*                !!          .   .0  .          !
 1970.4!                   *  +               !!          .0  .   .          !
 1971.1!     *             +                  !0          .   .   .          !
 1971.2!         +     *                      !!          .   .   .  0       !
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 1976.3!              *      +                !!      0   .   .   .          !
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 1998.1!                             +      * !!          .   .   .  0       !
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 2001.3!                               * +    !!          . 0 .   .          !
 2001.4!                              + *     !!          .   . 0 .          !
 2002.1!                               + *    !!          .   . 0 .          !
 2002.2!                               + *    !!          .   . 0 .          !
 2002.3!                                +     *!          .   .   . 0        !
 2002.4!                                   +  !!          .  0.   .          !
 2003.1!                                 +   *!!          .   .   0          !
 2003.2!                                  *+  !!          .   0   .          !
 2003.3!                               *+     !!          . 0 .   .          !
 2003.4!                             *+       !!          .  0.   .          !
 2004.1!                           *+         !!          .  0.   .          !
 2004.2!                           +    *     !!          .   .   . 0        !
 2004.3!                              +  *    !!          .   .  0.          !
 2004.4!                               +    * !!          .   .   .0         !
 2005.1!                             *   +    !!          0   .   .          !
 2005.2!                           *+         !!          .  0.   .          !
 2005.3!                          + *         !!          .   . 0 .          !
 2005.4!                           +   *      !!          .   .   0          !
 2006.1!                            *+        !!          .  0.   .          !
 2006.2!                           +    *     !!          .   .   .0         !
 2006.3!                              +*      !!          .   .0  .          !
 2006.4!                             +      * !!          .   .   .  0       !
 2007.1!                            *    +    !!         0.   .   .          !
 2007.2!                          +  *        !!          .   .  0.          !
 2007.3!                            +         !!          .   .0  .          !
 2007.4!                          *+          !!          .   0   .          !
 2008.1!                         +            !!          .   0   .          !
 2008.2!                        + *           !!          .   .0  .          !
 2008.3!                         +            !!          .   0   .          !
 2008.4!                        + *           !!          .   . 0 .          !
 2009.1!                         + *          !!          .   . 0 .          !
 2009.2!                          + *         !!          .   .  0.          !
 2009.3!                         * +          !!          .  0.   .          !
 2009.4!                        +      *      !!          .   .   .  0       !
 2010.1!                          *  +        !!          . 0 .   .          !
 2010.2!                         + *          !!          .   . 0 .          !
 2010.3!                         *+           !!          .  0.   .          !
 2010.4!                        +*            !!          .   .0  .          !
 2011.1!                        + *           !!          .   . 0 .          !
 2011.2!                         +            !!          .   0   .          !
 2011.3!                    *   +             !!          0   .   .          !
 2011.4!                    +   *             !!          .   .   0          !
 2012.1!                       + *            !!          .   . 0 .          !
 2012.2!                      * +             !!          . 0 .   .          !
 2012.3!                      +*              !!          .   .0  .          !
 2012.4!                      +   *           !!          .   .   0          !


     26.60 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDESW=DEPX$Q/SWPMM;                                                     
 GENR LAADESW=LOG(AADESW+.00001);                                             
 GENR LADESW=LOG(ADESW+.00001);                                               
 LHS AADESW=EXP(LAADESW)-.00001;                                              
  EQ  985 LAADESW C LADESW(-1) PDESW;                                         
EQUATION 825  LAADESW  
   RHS     C  LADESW(-1)  PDESW  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  825 PLOT=0;END;                                                     

Equation number =  825
**********************

Dependent variable = LAADESW 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.417982657

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.209355667       0.075139363  -2.78623     1.000000
12884 LADESW  ( -1)       0.849370491       0.035265820  24.08481    -2.420624
12882 PDESW   (  0)      -0.147310269       0.063187913  -2.33130     1.036045

SE of equation            =     0.057930069
Sum of squared residuals  = 0.620840192       0.163522529E-10
Average absolute error    =     0.042113997
Sum of ABS residuals      =  7.91743152    
R squared                 =   0.82946
Durbin-Watson statistic   =   2.49423
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1* +                                    !!           .0 .  .           !
 1966.2!+*                                    !!           .  .0 .           !
 1966.3!  +                                   !!           .  0  .           !
 1966.4!   +                                  !!           .  0  .           !
 1967.1!    +                                 !!           . 0.  .           !
 1967.2!     +   *                            !!           .  .  . 0         !
 1967.3!          +                           !!           .  .0 .           !
 1967.4!           +*                         !!           .  .0 .           !
 1968.1!            +                         !!           . 0.  .           !
 1968.2!            + *                       !!           .  . 0.           !
 1968.3!            * +                       !!           .0 .  .           !
 1968.4!            + *                       !!           .  . 0.           !
 1969.1!             +*                       !!           .  .0 .           !
 1969.2!              *+                      !!           . 0.  .           !
 1969.3!              +*                      !!           .  .0 .           !
 1969.4!             * +                      !!           0  .  .           !
 1970.1!             + *                      !!           .  .  0           !
 1970.2!              * +                     !!           .0 .  .           !
 1970.3!              +    *                  !!           .  .  .  0        !
 1970.4!                * +                   !!           0  .  .           !
 1971.1!                +*                    !!           .  .0 .           !
 1971.2!                 + *                  !!           .  .  0           !
 1971.3!                  *+                  !!           . 0.  .           !
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 1972.1!                 +*                   !!           .  0  .           !
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 1972.4!               *  +                   !!           0  .  .           !
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 1977.3!           +                          !!           . 0.  .           !
 1977.4!          *+                          !!           .0 .  .           !
 1978.1!          +*                          !!           .  .0 .           !
 1978.2!            +  *                      !!           .  .  0           !
 1978.3!           *   +                      !!          0.  .  .           !
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 1980.3!            *    +                    !!         0 .  .  .           !
 1980.4!          *   +                       !!          0.  .  .           !
 1981.1!            + *                       !!           .  . 0.           !
 1981.2!               +*                     !!           .  .0 .           !
 1981.3!              *  +                    !!           0  .  .           !
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 1982.1!          +                           !!           .  0  .           !
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 1982.3!              +  *                    !!           .  .  .0          !
 1982.4!              *   +                   !!         0 .  .  .           !
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 1983.4!            *     +                   !!        0  .  .  .           !
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 1984.4!                  *     +             !!        0  .  .  .           !
 1985.1!                   + *                !!           .  .0 .           !
 1985.2!              *      +                !!      0    .  .  .           !
 1985.3!                +    *                !!           .  .  . 0         !
 1985.4!                     +                !!           .  0  .           !
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 1986.2!                  +                   !!           .  0  .           !
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 1986.4!          +*                          !!           .  .0 .           !
 1987.1!            + *                       !!           .  .0 .           !
 1987.2!            *  +                      !!           0  .  .           !
 1987.3!            * +                       !!           .0 .  .           !
 1987.4!            * +                       !!           .0 .  .           !
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 1988.3!              +                       !!           . 0.  .           !
 1988.4!              *+                      !!           . 0.  .           !
 1989.1!            *   +                     !!          0.  .  .           !
 1989.2!              +*                      !!           .  .0 .           !
 1989.3!                +                     !!           . 0.  .           !
 1989.4!                 +                    !!           .  0  .           !
 1990.1!                * +                   !!           .0 .  .           !
 1990.2!              *  +                    !!           0  .  .           !
 1990.3!               +      *               !!           .  .  .    0      !
 1990.4!                      +   *           !!           .  .  . 0         !
 1991.1!                    *     +           !!        0  .  .  .           !
 1991.2!                    + *               !!           .  . 0.           !
 1991.3!                      + *             !!           .  . 0.           !
 1991.4!                      * +             !!           .0 .  .           !
 1992.1!                    * +               !!           .0 .  .           !
 1992.2!                    +                 !!           .  0  .           !
 1992.3!                    +                 !!           .  .0 .           !
 1992.4!                   *+                 !!           . 0.  .           !
 1993.1!                   +    *             !!           .  .  . 0         !
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 1993.3!                     + *              !!           .  . 0.           !
 1993.4!                  *   +               !!         0 .  .  .           !
 1994.1!                  + *                 !!           .  . 0.           !
 1994.2!                    + *               !!           .  . 0.           !
 1994.3!                   *  +               !!           0  .  .           !
 1994.4!               *   +                  !!         0 .  .  .           !
 1995.1!             *  +                     !!           0  .  .           !
 1995.2!              +*                      !!           .  .0 .           !
 1995.3!               *+                     !!           .  0  .           !
 1995.4!               *+                     !!           . 0.  .           !
 1996.1!               *+                     !!           . 0.  .           !
 1996.2!                +*                    !!           .  .0 .           !
 1996.3!                  +                   !!           .  0  .           !
 1996.4!                 *+                   !!           .0 .  .           !
 1997.1!                  +    *              !!           .  .  .  0        !
 1997.2!                       +              !!           .  .0 .           !
 1997.3!                       + *            !!           .  . 0.           !
 1997.4!                      *  +            !!           0  .  .           !
 1998.1!                   *  +               !!           0  .  .           !
 1998.2!                *   +                 !!         0 .  .  .           !
 1998.3!                 + *                  !!           .  .  0           !
 1998.4!               *    +                 !!        0  .  .  .           !
 1999.1!                +  *                  !!           .  .  .0          !
 1999.2!                    +*                !!           .  . 0.           !
 1999.3!                      + *             !!           .  .  0           !
 1999.4!           *            +             !0           .  .  .           !
 2000.1!             +         *              !!           .  .  .        0  !
 2000.2!                       +*             !!           .  .0 .           !
 2000.3!                        +  *          !!           .  .  .0          !
 2000.4!                           +  *       !!           .  .  .0          !
 2001.1!                      *      +        !!     0     .  .  .           !
 2001.2!                      +  *            !!           .  .  0           !
 2001.3!                        + *           !!           .  . 0.           !
 2001.4!                         + *          !!           .  .0 .           !
 2002.1!                          +*          !!           .  .0 .           !
 2002.2!                           +  *       !!           .  .  .0          !
 2002.3!                            *+        !!           . 0.  .           !
 2002.4!                           +  *       !!           .  .  0           !
 2003.1!                             +        !!           .  0  .           !
 2003.2!                            +*        !!           .  .0 .           !
 2003.3!                            +         !!           .  .0 .           !
 2003.4!                           +*         !!           .  .0 .           !
 2004.1!                           +  *       !!           .  .  0           !
 2004.2!                            +*        !!           .  .0 .           !
 2004.3!                            +*        !!           .  .0 .           !
 2004.4!                            +         !!           .  0  .           !
 2005.1!                           +          !!           .  .0 .           !
 2005.2!                          +  *        !!           .  .  0           !
 2005.3!                            + *       !!           .  .  0           !
 2005.4!                             +*       !!           .  .0 .           !
 2006.1!                            +         *!           .  .  .       0   !
 2006.2!                                 * +  !!           0  .  .           !
 2006.3!                               + *    !!           .  .  0           !
 2006.4!                                + *   !!           .  .  0           !
 2007.1!                             *  +     !!          0.  .  .           !
 2007.2!                            +*        !!           .  . 0.           !
 2007.3!                            + *       !!           .  . 0.           !
 2007.4!                            +     *   !!           .  .  .  0        !
 2008.1!                                +  *  !!           .  .  0           !
 2008.2!                                *+    !!           .  0  .           !
 2008.3!                              +  *    !!           .  . 0.           !
 2008.4!                              *+      !!           . 0.  .           !
 2009.1!                             +    *   !!           .  .  . 0         !
 2009.2!                                + *   !!           .  . 0.           !
 2009.3!                                + *   !!           .  . 0.           !
 2009.4!                             *  +     !!           0  .  .           !
 2010.1!                            +*        !!           .  . 0.           !
 2010.2!                            +         !!           .  0  .           !
 2010.3!                           +*         !!           .  .0 .           !
 2010.4!                         *  +         !!           0  .  .           !
 2011.1!                         +  *         !!           .  .  0           !
 2011.2!                         * +          !!           .0 .  .           !
 2011.3!                     *   +            !!          0.  .  .           !
 2011.4!                     + *              !!           .  . 0.           !
 2012.1!                      *+              !!           .  0  .           !
 2012.2!                       +      *       !!           .  .  .    0      !
 2012.3!                             +*       !!           .  .0 .           !
 2012.4!                          *  +        !!          0.  .  .           !


     25.00 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOSW=NOPX$Q/SWPMM;                                                     
 GENR LAANOSW=LOG(AANOSW+.00001);                                             
 GENR LANOSW=LOG(ANOSW+.00001);                                               
 LHS AANOSW=EXP(LAANOSW)-.00001;                                              
  EQ  986 LAANOSW C LANOSW(-1) PNOSW;                                         
EQUATION 826  LAANOSW  
   RHS     C  LANOSW(-1)  PNOSW  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  826 PLOT=0;END;                                                     

Equation number =  826
**********************

Dependent variable = LAANOSW 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.530073177

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.330358708       0.093890151  -3.51857     1.000000
12887 LANOSW  ( -1)       0.730048796       0.048127533  15.16905    -2.527878
12885 PNOSW   (  0)      -0.406852354       0.098785619  -4.11854     0.870684

SE of equation            =     0.214940429
Sum of squared residuals  =  8.54688678      -0.387245791E-12
Average absolute error    =     0.086128777
Sum of ABS residuals      =  16.1922101    
R squared                 =   0.75507
Durbin-Watson statistic   =   1.79148
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                              *+      !!            . 0 .            !
 1966.2!                              +*      !!            . 0 .            !
 1966.3!                               +      !!            . 0 .            !
 1966.4!                             * +      !!            .0. .            !
 1967.1!                              +*      !!            . 0 .            !
 1967.2!                               + *    !!            . .0.            !
 1967.3!                               * +    !!            .0. .            !
 1967.4!                               +*     !!            . 0 .            !
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 1968.4!                                +     !!            . 0 .            !
 1969.1!                                +*    !!            . .0.            !
 1969.2!                                *+    !!            .0. .            !
 1969.3!                                +*    !!            . 0 .            !
 1969.4!                               * +    !!            .0. .            !
 1970.1!                               +      !!            . 0 .            !
 1970.2!                                +     !!            . 0 .            !
 1970.3!                                +     !!            . 0 .            !
 1970.4!                                +*    !!            . 0 .            !
 1971.1!                                 +    !!            . 0 .            !
 1971.2!                                 +    !!            . 0 .            !
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 1971.4!                                 +    !!            . 0 .            !
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 1972.3!                                 +*   !!            . 0 .            !
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 1973.3!                                  +   !!            . 0 .            !
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 1977.3!                               +      !!            . 0 .            !
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 1978.3!                               +*     !!            . .0.            !
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 1979.4!                              * +     !!            .0. .            !
 1980.1!                              +*      !!            . 0 .            !
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 1980.3!                            *+        !!            . 0 .            !
 1980.4!                            + *       !!            . .0.            !
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 1981.2!                            +*        !!            . 0 .            !
 1981.3!                            + *       !!            . .0.            !
 1981.4!                             +        !!            . 0 .            !
 1982.1!                            + *       !!            . .0.            !
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 1982.3!                             + *      !!            . .0.            !
 1982.4!                            *  +      !!            0 . .            !
 1983.1!                            +  *      !!            . . 0            !
 1983.2!                               +  *   !!            . . 0            !
 1983.3!                                 +    !!            . 0 .            !
 1983.4!                                +     !!            . 0 .            !
 1984.1!                               +*     !!            . 0 .            !
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 1984.3!                                +*    !!            . 0 .            !
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 1985.3!                              +       !!            . 0 .            !
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 1987.4!                                 * +  !!            .0. .            !
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 1989.2!                                   +* !!            . 0 .            !
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 1996.3!                                     +!!            . 0 .            !
 1996.4!                                    + !!            . 0 .            !
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 1997.3!                                    + !!            . 0 .            !
 1997.4!                                    + !!            . 0 .            !
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 2001.3!                                 +    !!            . 0 .            !
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 2002.1!                                  +   !!            . 0 .            !
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 2002.3!                                 +*   !!            . 0 .            !
 2002.4!                                * +   !!            .0. .            !
 2003.1!                                + *   !!            . .0.            !
 2003.2!                                * +   !!            .0. .            !
 2003.3!                                + *   !!            . .0.            !
 2003.4!                               *  +   !!            .0. .            !
 2004.1!                              * +     !!            .0. .            !
 2004.2!                              *+      !!            . 0 .            !
 2004.3!                              +*      !!            . 0 .            !
 2004.4!                              *+      !!            .0. .            !
 2005.1!                              +       !!            . 0 .            !
 2005.2!                              +       !!            . 0 .            !
 2005.3!                            *+        !!            .0. .            !
 2005.4!                            +         !!            . 0 .            !
 2006.1!  *                         +         !0            . . .            !
 2006.2*        +                             !!         0  . . .            !
 2006.3*      +                               !!          0 . . .            !
 2006.4!*     +                               !!          0 . . .            !
 2007.1!       +                    *         !!            . . .         0  !
 2007.2!                          *+          !!            .0. .            !
 2007.3!                          + *         !!            . .0.            !
 2007.4!                          *+          !!            . 0 .            !
 2008.1!                         + *          !!            . .0.            !
 2008.2!                         + *          !!            . .0.            !
 2008.3!                         + *          !!            . .0.            !
 2008.4!                          *+          !!            . 0 .            !
 2009.1!                           +*         !!            . .0.            !
 2009.2!                            +*        !!            . .0.            !
 2009.3!                            *+        !!            . 0 .            !
 2009.4!                            +*        !!            . 0 .            !
 2010.1!                            +         !!            . 0 .            !
 2010.2!                           + *        !!            . .0.            !
 2010.3!                           *+         !!            . 0 .            !
 2010.4!                           +*         !!            . .0.            !
 2011.1!                         * +          !!            .0. .            !
 2011.2!                        + *           !!            . .0.            !
 2011.3!                         + *          !!            . .0.            !
 2011.4!                         +            !!            . 0 .            !
 2012.1!                        + *           !!            . .0.            !
 2012.2!                         + *          !!            . .0.            !
 2012.3!                         +*           !!            . .0.            !
 2012.4!                         +            !!            . 0 .            !


      4.26 percent of the residuals exceed 1 SE
      2.66 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGRSW=GRPX$Q/SWPMM;                                                     
 GENR LAAGRSW=LOG(AAGRSW+.00001);                                             
 GENR LAGRSW=LOG(AGRSW+.00001);                                               
 LHS AAGRSW=EXP(LAAGRSW)-.00001;                                              
  EQ  987 LAAGRSW C LAGRSW(-1) PGRSW;                                         
EQUATION 827  LAAGRSW  
   RHS     C  LAGRSW(-1)  PGRSW  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  827 PLOT=0;END;                                                     

Equation number =  827
**********************

Dependent variable = LAAGRSW 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.416636842

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.604031936       0.323750796  -4.95453     1.000000
12890 LAGRSW  ( -1)       0.616766678       0.054774262  11.26015    -6.422100
12888 PGRSW   (  0)      -0.822765278       0.241257403  -3.41032     1.035128

SE of equation            =     0.313753098
Sum of squared residuals  =  18.2115862      -0.172857284E-10
Average absolute error    =     0.236088738
Sum of ABS residuals      =  44.3846828    
R squared                 =   0.54592
Durbin-Watson statistic   =   2.45313
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!*  +                                  !!          . 0 .   .          !
 1966.2!    *+                                !!          .  0.   .          !
 1966.3!        +    *                        !!          .   .   .0         !
 1966.4!   *          +                       !!     0    .   .   .          !
 1967.1!        +   *                         !!          .   .   0          !
 1967.2!             +                        !!          .   0   .          !
 1967.3!          *   +                       !!          .0  .   .          !
 1967.4!      *     +                         !!         0.   .   .          !
 1968.1!         *+                           !!          .  0.   .          !
 1968.2!           +     *                    !!          .   .   .0         !
 1968.3!                +           *         !!          .   .   .    0     !
 1968.4!          *            +              !!    0     .   .   .          !
 1969.1!            +               *         !!          .   .   .        0 !
 1969.2!                   *   +              !!          .0  .   .          !
 1969.3!            *     +                   !!          0   .   .          !
 1969.4!           * +                        !!          . 0 .   .          !
 1970.1!             +    *                   !!          .   .   0          !
 1970.2!                 + *                  !!          .   .0  .          !
 1970.3!               *  +                   !!          . 0 .   .          !
 1970.4!           *    +                     !!          0   .   .          !
 1971.1*             +                        !!   0      .   .   .          !
 1971.2!     *+                               !!          .  0.   .          !
 1971.3!          +                           !!          .   0   .          !
 1971.4!          *  +                        !!          .0  .   .          !
 1972.1!         *    +                       !!          0   .   .          !
 1972.2!             +   *                    !!          .   .  0.          !
 1972.3!                  +       *           !!          .   .   .  0       !
 1972.4!        *             +               !!   0      .   .   .          !
 1973.1!         +           *                !!          .   .   .    0     !
 1973.2!                 +        *           !!          .   .   .  0       !
 1973.3!                    +        *        !!          .   .   .  0       !
 1973.4!                    +                 *!          .   .   .          0
 1974.1!                     *    +           !!          0   .   .          !
 1974.2!                  +                *  !!          .   .   .         0!
 1974.3!                      *    +          !!          0   .   .          !
 1974.4!                    +                 !!          .   0   .          !
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 1975.2!                     * +              !!          . 0 .   .          !
 1975.3!                     +           *    !!          .   .   .    0     !
 1975.4!                         *  +         !!          . 0 .   .          !
 1976.1!                  *    +              !!          0   .   .          !
 1976.2!                   +                  !!          .   .0  .          !
 1976.3!                   +   *              !!          .   .  0.          !
 1976.4!                    +  *              !!          .   . 0 .          !
 1977.1!                 *   +                !!          .0  .   .          !
 1977.2!              * +                     !!          .  0.   .          !
 1977.3!          *   +                       !!          .0  .   .          !
 1977.4!  *         +                         !!      0   .   .   .          !
 1978.1!        +              *              !!          .   .   .       0  !
 1978.2!              *      +                !!         0.   .   .          !
 1978.3!                +    *                !!          .   .   0          !
 1978.4!          *         +                 !!      0   .   .   .          !
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 1982.4!   *        +                         !!       0  .   .   .          !
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 1984.4!               +                      !!          .   0   .          !
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 1985.4!                     +*               !!          .   0   .          !
 1986.1!               *       +              !!        0 .   .   .          !
 1986.2!                   +    *             !!          .   .   .0         !
 1986.3!                        +             !!          .   0   .          !
 1986.4!                   *    +             !!          0   .   .          !
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 1987.2!                      * +             !!          .  0.   .          !
 1987.3!                       +       *      !!          .   .   .  0       !
 1987.4!                         *   +        !!          .0  .   .          !
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 1988.3!                     +    *           !!          .   .   0          !
 1988.4!                          +           !!          .   0   .          !
 1989.1!                         +      *     !!          .   .   .0         !
 1989.2!                            *+        !!          .  0.   .          !
 1989.3!                          +    *      !!          .   .   0          !
 1989.4!                       *    +         !!          0   .   .          !
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 1990.2!                            +  *      !!          .   . 0 .          !
 1990.3!                            +*        !!          .   .0  .          !
 1990.4!                           +          !!          .   0   .          !
 1991.1!                          +   *       !!          .   .  0.          !
 1991.2!                            +     *   !!          .   .   .0         !
 1991.3!                             * +      !!          .  0.   .          !
 1991.4!                          * +         !!          .  0.   .          !
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 1992.2!                           *  +       !!          . 0 .   .          !
 1992.3!                          +       *   !!          .   .   .  0       !
 1992.4!                          *   +       !!          .0  .   .          !
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 1993.2!                        +    *        !!          .   .   0          !
 1993.3!                           +          !!          .   0   .          !
 1993.4!                       *  +           !!          .0  .   .          !
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 1994.4!                        * +           !!          . 0 .   .          !
 1995.1!                        +  *          !!          .   . 0 .          !
 1995.2!                       *  +           !!          . 0 .   .          !
 1995.3!                       +     *        !!          .   .   .0         !
 1995.4!                           +          !!          .   0   .          !
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 1996.3!                        +   *         !!          .   .  0.          !
 1996.4!                          +           !!          .   0   .          !
 1997.1!                         +  *         !!          .   . 0 .          !
 1997.2!                          +*          !!          .   0   .          !
 1997.3!                         +  *         !!          .   . 0 .          !
 1997.4!                       *  +           !!          . 0 .   .          !
 1998.1!                        +  *          !!          .   .  0.          !
 1998.2!                          +  *        !!          .   . 0 .          !
 1998.3!                           +          !!          .   0   .          !
 1998.4!                       *  +           !!          . 0 .   .          !
 1999.1!                       + *            !!          .   .0  .          !
 1999.2!                        + *           !!          .   .0  .          !
 1999.3!                     *   +            !!          .0  .   .          !
 1999.4!                      +*              !!          .   .0  .          !
 2000.1!                       +*             !!          .   .0  .          !
 2000.2!                        + *           !!          .   . 0 .          !
 2000.3!                         +            !!          .   0   .          !
 2000.4!                       * +            !!          . 0 .   .          !
 2001.1!                   *   +              !!          0   .   .          !
 2001.2!                     +                !!          .   .0  .          !
 2001.3!                    * +               !!          . 0 .   .          !
 2001.4!                    * +               !!          . 0 .   .          !
 2002.1!                   * +                !!          . 0 .   .          !
 2002.2!                 *  +                 !!          . 0 .   .          !
 2002.3!                   +  *               !!          .   . 0 .          !
 2002.4!                 *    +               !!         0.   .   .          !
 2003.1!                   +   *              !!          .   .  0.          !
 2003.2!                     *+               !!          .  0.   .          !
 2003.3!                     +  *             !!          .   .  0.          !
 2003.4!                  *    +              !!          0   .   .          !
 2004.1!                   +*                 !!          .   .0  .          !
 2004.2!                    +*                !!          .   .0  .          !
 2004.3!                     + *              !!          .   . 0 .          !
 2004.4!               *      +               !!        0 .   .   .          !
 2005.1!                 +     *              !!          .   .   .0         !
 2005.2!                     *+               !!          .  0.   .          !
 2005.3!                     + *              !!          .   . 0 .          !
 2005.4!                    * +               !!          .  0.   .          !
 2006.1!                   *+                 !!          .  0.   .          !
 2006.2!                   + *                !!          .   . 0 .          !
 2006.3!                     + *              !!          .   . 0 .          !
 2006.4!                      +   *           !!          .   .   0          !
 2007.1!                        +*            !!          .   .0  .          !
 2007.2!                      *+              !!          .   0   .          !
 2007.3!                     +   *            !!          .   .   0          !
 2007.4!                    * +               !!          . 0 .   .          !
 2008.1!                   +                  !!          .   0   .          !
 2008.2!                  +  *                !!          .   .  0.          !
 2008.3!                   +   *              !!          .   .  0.          !
 2008.4!                    *+                !!          .  0.   .          !
 2009.1!                    +                 !!          .   0   .          !
 2009.2!                   +   *              !!          .   .  0.          !
 2009.3!                     +*               !!          .   .0  .          !
 2009.4!                *  +                  !!          .0  .   .          !
 2010.1!                + *                   !!          .   .0  .          !
 2010.2!                *+                    !!          .  0.   .          !
 2010.3!                 +  *                 !!          .   .  0.          !
 2010.4!               *   +                  !!          .0  .   .          !
 2011.1!                + *                   !!          .   . 0 .          !
 2011.2!             *   +                    !!          .0  .   .          !
 2011.3!              + *                     !!          .   . 0 .          !
 2011.4!         *     +                      !!         0.   .   .          !
 2012.1!           +   *                      !!          .   .  0.          !
 2012.2!             * +                      !!          . 0 .   .          !
 2012.3!              + *                     !!          .   .0  .          !
 2012.4!             * +                      !!          . 0 .   .          !


     26.06 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRSW=IRPX$Q/SWPMM;                                                     
 GENR LAAIRSW=LOG(AAIRSW+.00001);                                             
 GENR LAIRSW=LOG(AIRSW+.00001);                                               
 LHS AAIRSW=EXP(LAAIRSW)-.00001;                                              
  EQ  988 LAAIRSW C LAIRSW(-1) PIRSW;                                         
EQUATION 828  LAAIRSW  
   RHS     C  LAIRSW(-1)  PIRSW  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  828 PLOT=0;END;                                                     

Equation number =  828
**********************

Dependent variable = LAAIRSW 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.291713780

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.070311463       0.093696300  -0.75042     1.000000
12893 LAIRSW  ( -1)       0.971395723       0.016296727  59.60680    -5.307483
12891 PIRSW   (  0)      -0.054817322       0.111084913  -0.49347     1.199192

SE of equation            =     0.161995470
Sum of squared residuals  =  4.85486845      -0.188125071E-10
Average absolute error    =     0.124180396
Sum of ABS residuals      =  23.3459144    
R squared                 =   0.97581
Durbin-Watson statistic   =   2.58628
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!* +                                   !!         0.   .   .          !
 1966.2! +*                                   !!          .   . 0 .          !
 1966.3*  +                                   !!     0    .   .   .          !
 1966.4!+                                     !!          .   .0  .          !
 1967.1! +*                                   !!          .   . 0 .          !
 1967.2!* +                                   !!         0.   .   .          !
 1967.3! +*                                   !!          .   .   0          !
 1967.4!   +*                                 !!          .   . 0 .          !
 1968.1!  * +                                 !!       0  .   .   .          !
 1968.2!  +  *                                !!          .   .   .  0       !
 1968.3!*     +                               !0          .   .   .          !
 1968.4! +    *                               !!          .   .   .         0!
 1969.1!      *+                              !!          .  0.   .          !
 1969.2!      *+                              !!          .0  .   .          !
 1969.3!     * +                              !!         0.   .   .          !
 1969.4!     +  *                             !!          .   .   . 0        !
 1970.1!     *  +                             !!     0    .   .   .          !
 1970.2!     *+                               !!          .  0.   .          !
 1970.3!  *   +                               !!    0     .   .   .          !
 1970.4!   +                                  !!          .  0.   .          !
 1971.1!   +   *                              !!          .   .   .    0     !
 1971.2!       + *                            !!          .   .   . 0        !
 1971.3!          +                           !!          .   0   .          !
 1971.4!         * +                          !!         0.   .   .          !
 1972.1!     *   +                            !!    0     .   .   .          !
 1972.2!      +*                              !!          .   .   0          !
 1972.3!        +  *                          !!          .   .   .   0      !
 1972.4!         * +                          !!        0 .   .   .          !
 1973.1!         +   *                        !!          .   .   .    0     !
 1973.2!             +*                       !!          .   . 0 .          !
 1973.3!            * +                       !!         0.   .   .          !
 1973.4!           * +                        !!        0 .   .   .          !
 1974.1!           + *                        !!          .   .   .0         !
 1974.2!             + *                      !!          .   .   0          !
 1974.3!            *  +                      !!       0  .   .   .          !
 1974.4!           * +                        !!          0   .   .          !
 1975.1!            + *                       !!          .   .   0          !
 1975.2!            * +                       !!         0.   .   .          !
 1975.3!             +                        !!          .   . 0 .          !
 1975.4!              +*                      !!          .   .  0.          !
 1976.1!              *+                      !!          0   .   .          !
 1976.2!             *+                       !!          .0  .   .          !
 1976.3!             +                        !!          .  0.   .          !
 1976.4!             +   *                    !!          .   .   .    0     !
 1977.1!               * +                    !!        0 .   .   .          !
 1977.2!               +                      !!          .   0   .          !
 1977.3!              *+                      !!          0   .   .          !
 1977.4!              +   *                   !!          .   .   .     0    !
 1978.1!                  +                   !!          .  0.   .          !
 1978.2!                  +                   !!          . 0 .   .          !
 1978.3!                * +                   !!        0 .   .   .          !
 1978.4!                +  *                  !!          .   .   .    0     !
 1979.1!                  * +                 !!          .0  .   .          !
 1979.2!                   +                  !!          .   0   .          !
 1979.3!                 * +                  !!         0.   .   .          !
 1979.4!                  + *                 !!          .   .   .  0       !
 1980.1!                   *+                 !!          0   .   .          !
 1980.2!                   + *                !!          .   .   0          !
 1980.3!                  *  +                !!       0  .   .   .          !
 1980.4!                  +*                  !!          .   .0  .          !
 1981.1!                   +                  !!          .   0   .          !
 1981.2!                   +*                 !!          .   .   0          !
 1981.3!                    *+                !!          . 0 .   .          !
 1981.4!                    +                 !!          .   0   .          !
 1982.1!                    + *               !!          .   .  0.          !
 1982.2!                      +*              !!          .   . 0 .          !
 1982.3!                      *+              !!          . 0 .   .          !
 1982.4!                      +               !!          .   0   .          !
 1983.1!                      +*              !!          .   .0  .          !
 1983.2!                       +              !!          .   0   .          !
 1983.3!                       +*             !!          .   . 0 .          !
 1983.4!                        + *           !!          .   .   .0         !
 1984.1!                         *+           !!          . 0 .   .          !
 1984.2!                        *+            !!          . 0 .   .          !
 1984.3!                       *+             !!          . 0 .   .          !
 1984.4!                        + *           !!          .   .   . 0        !
 1985.1!                          +*          !!          .   . 0 .          !
 1985.2!                         * +          !!          0   .   .          !
 1985.3!                         +            !!          .   0   .          !
 1985.4!                         +*           !!          .   .  0.          !
 1986.1!                          +           !!          .   0   .          !
 1986.2!                          +           !!          .   0   .          !
 1986.3!                          +           !!          .  0.   .          !
 1986.4!                          +           !!          .  0.   .          !
 1987.1!                          + *         !!          .   .   . 0        !
 1987.2!                            +         !!          .   0   .          !
 1987.3!                           *+         !!         0.   .   .          !
 1987.4!                           +          !!          .   .0  .          !
 1988.1!                           +*         !!          .   .  0.          !
 1988.2!                            +         !!          . 0 .   .          !
 1988.3!                          * +         !!          .0  .   .          !
 1988.4!                          +  *        !!          .   .   . 0        !
 1989.1!                            *+        !!          .  0.   .          !
 1989.2!                           *+         !!          0   .   .          !
 1989.3!                           +          !!          .   . 0 .          !
 1989.4!                           +*         !!          .   . 0 .          !
 1990.1!                            +*        !!          .   .  0.          !
 1990.2!                             +        !!          .  0.   .          !
 1990.3!                           * +        !!          0   .   .          !
 1990.4!                           + *        !!          .   .   0          !
 1991.1!                             +        !!          .  0.   .          !
 1991.2!                            *+        !!          .  0.   .          !
 1991.3!                            +         !!          . 0 .   .          !
 1991.4!                            + *       !!          .   .   . 0        !
 1992.1!                              +       !!          .   0   .          !
 1992.2!                              +*      !!          .   .  0.          !
 1992.3!                             * +      !!          .0  .   .          !
 1992.4!                              +*      !!          .   .   0          !
 1993.1!                               +      !!          .   .0  .          !
 1993.2!                               +*     !!          .   .0  .          !
 1993.3!                               *+     !!          .  0.   .          !
 1993.4!                               +  *   !!          .   .   . 0        !
 1994.1!                                 *+   !!          .0  .   .          !
 1994.2!                                + *   !!          .   .  0.          !
 1994.3!                                 *+   !!          .  0.   .          !
 1994.4!                                 +  * !!          .   .   .   0      !
 1995.1!                                  * + !!        0 .   .   .          !
 1995.2!                                * +   !!         0.   .   .          !
 1995.3!                                +*    !!          .   .  0.          !
 1995.4!                                 + *  !!          .   .   . 0        !
 1996.1!                                  *+  !!          . 0 .   .          !
 1996.2!                                  +   !!          .  0.   .          !
 1996.3!                                * +   !!         0.   .   .          !
 1996.4!                                +*    !!          .   .   0          !
 1997.1!                                 +    !!          .  0.   .          !
 1997.2!                                *+    !!          . 0 .   .          !
 1997.3!                               *+     !!          0   .   .          !
 1997.4!                               +*     !!          .   .   .0         !
 1998.1!                                + *   !!          .   .   .0         !
 1998.2!                                  + * !!          .   .   .0         !
 1998.3!                                    + !!          .   0   .          !
 1998.4!                                    + !!          .   . 0 .          !
 1999.1!                                   *+ !!          0   .   .          !
 1999.2!                                   +* !!          .   .  0.          !
 1999.3!                                   *+ !!          .  0.   .          !
 1999.4!                                   + *!!          .   .   0          !
 2000.1!                                    + !!          .   0   .          !
 2000.2!                                    + !!          .  0.   .          !
 2000.3!                                    + !!          .   .0  .          !
 2000.4!                                    + !!          .   .0  .          !
 2001.1!                                    +*!!          .   .  0.          !
 2001.2!                                     +!!          .  0.   .          !
 2001.3!                                   *+ !!          0   .   .          !
 2001.4!                                   + *!!          .   .   . 0        !
 2002.1!                                     +!!          .   .0  .          !
 2002.2!                                     +!!          .   0   .          !
 2002.3!                                  *  +!!      0   .   .   .          !
 2002.4!                                 *+   !!          .  0.   .          !
 2003.1!                                 +*   !!          .   .  0.          !
 2003.2!                                  +*  !!          .   . 0 .          !
 2003.3!                                  *+  !!          . 0 .   .          !
 2003.4!                                  +   *!          .   .   .      0   !
 2004.1!                                  *   +!    0     .   .   .          !
 2004.2!                                 *+   !!          . 0 .   .          !
 2004.3!                                *+    !!          .0  .   .          !
 2004.4!                                +*    !!          .   . 0 .          !
 2005.1!                                 +    !!          .   . 0 .          !
 2005.2!                                 +*   !!          .   .0  .          !
 2005.3!                                  +   !!          .   0   .          !
 2005.4!                                 *+   !!          . 0 .   .          !
 2006.1!                                 +*   !!          .   .0  .          !
 2006.2!                                  +   !!          .   .  0.          !
 2006.3!                                 *+   !!          0   .   .          !
 2006.4!                                 +    !!          .  0.   .          !
 2007.1!                                *+    !!          .  0.   .          !
 2007.2!                                +     !!          .   0   .          !
 2007.3!                               *+     !!          .0  .   .          !
 2007.4!                              *+      !!          0   .   .          !
 2008.1!                              +*      !!          .   . 0 .          !
 2008.2!                               +      !!          .   0   .          !
 2008.3!                              *+      !!          0   .   .          !
 2008.4!                              +*      !!          .   .   0          !
 2009.1!                               +      !!          .   0   .          !
 2009.2!                               +      !!          .   0   .          !
 2009.3!                              *+      !!          .0  .   .          !
 2009.4!                             *+       !!          . 0 .   .          !
 2010.1!                             *+       !!          .   0   .          !
 2010.2!                            * +       !!          0   .   .          !
 2010.3!                            +         !!          . 0 .   .          !
 2010.4!                            +         !!          .   0   .          !
 2011.1!                            + *       !!          .   .   .0         !
 2011.2!                              +*      !!          .   . 0 .          !
 2011.3!                              *+      !!          . 0 .   .          !
 2011.4!                            *  +      !!        0 .   .   .          !
 2012.1!                            *+        !!          .  0.   .          !
 2012.2!                            *+        !!          .  0.   .          !
 2012.3!                            *+        !!          . 0 .   .          !
 2012.4!                            +  *      !!          .   .   .    0     !


     29.26 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ   989 LAAPOSW C LAPOSW(-1) PPOSW;SMPL 1966.1 2012.4;OLS;EST  989 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPSW=SPPX$Q/SWPMM;                                                     
 GENR LAASPSW=LOG(AASPSW+.00001);                                             
 GENR LASPSW=LOG(ASPSW+.00001);                                               
 LHS AASPSW=EXP(LAASPSW)-.00001;                                              
  EQ  990 LAASPSW C LASPSW(-1) PSPSW;                                         
EQUATION 829  LAASPSW  
   RHS     C  LASPSW(-1)  PSPSW  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  829 PLOT=0;END;                                                     

Equation number =  829
**********************

Dependent variable = LAASPSW 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.623331329

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.312161805       0.104737352  -2.98042     1.000000
12896 LASPSW  ( -1)       0.882531879       0.035124826  25.12559    -4.632418
12894 PSPSW   (  0)      -0.188270662       0.082130326  -2.29234     1.184001

SE of equation            =     0.162423826
Sum of squared residuals  =  4.88057735      -0.837774294E-11
Average absolute error    =     0.117034046
Sum of ABS residuals      =  22.0024006    
R squared                 =   0.91388
Durbin-Watson statistic   =   2.43964
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1* +                                    !!          . 0 .   .          !
 1966.2!+    *                                !!          .   .   .0         !
 1966.3! *   +                                !!          0   .   .          !
 1966.4! +*                                   !!          .   . 0 .          !
 1967.1*   +                                  !!          0   .   .          !
 1967.2!+ *                                   !!          .   .  0.          !
 1967.3!  +             *                     !!          .   .   .          0
 1967.4!      *        +                      !!    0     .   .   .          !
 1968.1!      +  *                            !!          .   .  0.          !
 1968.2!        +          *                  !!          .   .   .       0  !
 1968.3!                 *+                   !!          .  0.   .          !
 1968.4!             *  +                     !!          0   .   .          !
 1969.1!          * +                         !!          . 0 .   .          !
 1969.2!           + *                        !!          .   . 0 .          !
 1969.3!       *    +                         !!        0 .   .   .          !
 1969.4*       +                              !!     0    .   .   .          !
 1970.1! +      *                             !!          .   .   .   0      !
 1970.2!         +                            !!          .   0   .          !
 1970.3!    *    +                            !!        0 .   .   .          !
 1970.4!     +                                !!          .   0   .          !
 1971.1!      +*                              !!          .   .0  .          !
 1971.2!        +   *                         !!          .   .   0          !
 1971.3!        *   +                         !!         0.   .   .          !
 1971.4!       * +                            !!          . 0 .   .          !
 1972.1!        +    *                        !!          .   .   .0         !
 1972.2!          *   +                       !!          0   .   .          !
 1972.3!          +  *                        !!          .   .  0.          !
 1972.4!           * +                        !!          . 0 .   .          !
 1973.1!            +*                        !!          .   . 0 .          !
 1973.2!      *       +                       !!     0    .   .   .          !
 1973.3!       +*                             !!          .   .0  .          !
 1973.4!       *+                             !!          .  0.   .          !
 1974.1!       *+                             !!          .  0.   .          !
 1974.2!        + *                           !!          .   . 0 .          !
 1974.3!        *  +                          !!          0   .   .          !
 1974.4!        +     *                       !!          .   .   . 0        !
 1975.1!           *   +                      !!          0   .   .          !
 1975.2!          * +                         !!          . 0 .   .          !
 1975.3!        *  +                          !!          .0  .   .          !
 1975.4!          +   *                       !!          .   .   .0         !
 1976.1!         *     +                      !!       0  .   .   .          !
 1976.2!          *+                          !!          .  0.   .          !
 1976.3!           + *                        !!          .   . 0 .          !
 1976.4!               +                      !!          .   0   .          !
 1977.1!             *  +                     !!          0   .   .          !
 1977.2!             *+                       !!          .  0.   .          !
 1977.3!            * +                       !!          .0  .   .          !
 1977.4!             +                        !!          .  0.   .          !
 1978.1!           *  +                       !!          0   .   .          !
 1978.2!            +      *                  !!          .   .   .  0       !
 1978.3!                   +      *           !!          .   .   .   0      !
 1978.4!               *          +           !! 0        .   .   .          !
 1979.1!              * +                     !!          . 0 .   .          !
 1979.2!               +*                     !!          .   . 0 .          !
 1979.3!            *    +                    !!         0.   .   .          !
 1979.4!             *+                       !!          .  0.   .          !
 1980.1!              +                       !!          .   0   .          !
 1980.2!               +   *                  !!          .   .   0          !
 1980.3!                 *  +                 !!          .0  .   .          !
 1980.4!               *  +                   !!          0   .   .          !
 1981.1!             *  +                     !!          .0  .   .          !
 1981.2!               +  *                   !!          .   .   0          !
 1981.3!                  *+                  !!          .  0.   .          !
 1981.4!                   + *                !!          .   . 0 .          !
 1982.1!                     +   *            !!          .   .   0          !
 1982.2!                   *      +           !!       0  .   .   .          !
 1982.3!                     +                !!          .   0   .          !
 1982.4!                 *    +               !!         0.   .   .          !
 1983.1!                 * +                  !!          . 0 .   .          !
 1983.2!                  +                   !!          .  0.   .          !
 1983.3!                *  +                  !!          .0  .   .          !
 1983.4!                * +                   !!          . 0 .   .          !
 1984.1!                  + *                 !!          .   .  0.          !
 1984.2!                     +                !!          .   0   .          !
 1984.3!                      + *             !!          .   . 0 .          !
 1984.4!                       * +            !!          . 0 .   .          !
 1985.1!                      *+              !!          .  0.   .          !
 1985.2!                 *     +              !!        0 .   .   .          !
 1985.3!                   + *                !!          .   . 0 .          !
 1985.4!                      +   *           !!          .   .   0          !
 1986.1!                     *    +           !!         0.   .   .          !
 1986.2!                      + *             !!          .   .0  .          !
 1986.3!                       *+             !!          .  0.   .          !
 1986.4!                        + *           !!          .   .  0.          !
 1987.1!                        *  +          !!          .0  .   .          !
 1987.2!                       *+             !!          .  0.   .          !
 1987.3!                       *+             !!          .  0.   .          !
 1987.4!                        +*            !!          .   . 0 .          !
 1988.1!                       *  +           !!          .0  .   .          !
 1988.2!                     * +              !!          .0  .   .          !
 1988.3!                      +               !!          .   0   .          !
 1988.4!                      +               !!          .  0.   .          !
 1989.1!                    * +               !!          .0  .   .          !
 1989.2!                    *+                !!          .  0.   .          !
 1989.3!                    *+                !!          .  0.   .          !
 1989.4!                     +*               !!          .   . 0 .          !
 1990.1!                      *+              !!          .   0   .          !
 1990.2!                       +*             !!          .   .0  .          !
 1990.3!                       *+             !!          .  0.   .          !
 1990.4!                      *+              !!          .  0.   .          !
 1991.1!                       + *            !!          .   .  0.          !
 1991.2!                         +   *        !!          .   .   0          !
 1991.3!                             + *      !!          .   .  0.          !
 1991.4!                          *    +      !!         0.   .   .          !
 1992.1!                          +           !!          .   0   .          !
 1992.2!                          +   *       !!          .   .   .0         !
 1992.3!                         *   +        !!         0.   .   .          !
 1992.4!                         +      *     !!          .   .   .   0      !
 1993.1!                               +*     !!          .   .0  .          !
 1993.2!                               + *    !!          .   . 0 .          !
 1993.3!                                 +  * !!          .   .  0.          !
 1993.4!                                   +  *!          .   .  0.          !
 1994.1!                            *        +!!    0     .   .   .          !
 1994.2!                         *  +         !!          .0  .   .          !
 1994.3!                          +*          !!          .   .0  .          !
 1994.4!                           +*         !!          .   .0  .          !
 1995.1!                            +  *      !!          .   .   0          !
 1995.2!                             * +      !!          . 0 .   .          !
 1995.3!                             +*       !!          .   .0  .          !
 1995.4!                              +*      !!          .   . 0 .          !
 1996.1!                               +*     !!          .   .0  .          !
 1996.2!                                +     !!          .   0   .          !
 1996.3!                                +*    !!          .   .0  .          !
 1996.4!                                +     !!          .   0   .          !
 1997.1!                                + *   !!          .   . 0 .          !
 1997.2!                                 *+   !!          .  0.   .          !
 1997.3!                                 + *  !!          .   . 0 .          !
 1997.4!                                  +   !!          .   0   .          !
 1998.1!                                  +  *!!          .   .  0.          !
 1998.2!                                    + !!          .   0   .          !
 1998.3!                                   + *!!          .   . 0 .          !
 1998.4!                                   *+ !!          .  0.   .          !
 1999.1!                                  + * !!          .   . 0 .          !
 1999.2!                                   +* !!          .   .0  .          !
 1999.3!                                   +* !!          .   .0  .          !
 1999.4!                                   +  !!          .   0   .          !
 2000.1!                                  *+  !!          .  0.   .          !
 2000.2!                                 +    !!          .  0.   .          !
 2000.3!                                 +    !!          .   0   .          !
 2000.4!                                 +  * !!          .   .   0          !
 2001.1!                                   *+ !!          .   0   .          !
 2001.2!                                   +  !!          .   .0  .          !
 2001.3!                                  *+  !!          .  0.   .          !
 2001.4!                                  + * !!          .   .  0.          !
 2002.1!                                    + !!          .   0   .          !
 2002.2!                                 * +  !!          .0  .   .          !
 2002.3!                                +  *  !!          .   .  0.          !
 2002.4!                                  + * !!          .   . 0 .          !
 2003.1!                                   +* !!          .   .0  .          !
 2003.2!                                   + *!!          .   . 0 .          !
 2003.3!                                    *+!!          .   0   .          !
 2003.4!                                   + *!!          .   .0  .          !
 2004.1!                                    + !!          .   0   .          !
 2004.2!                                   +  *!          .   .  0.          !
 2004.3!                                    *+!!          .  0.   .          !
 2004.4!                                    + *!          .   . 0 .          !
 2005.1!                                   * +!!          .  0.   .          !
 2005.2!                                   +  !!          .   0   .          !
 2005.3!                                   +* !!          .   . 0 .          !
 2005.4!                                   +  !!          .  0.   .          !
 2006.1!                                  +*  !!          .   .0  .          !
 2006.2!                                   +* !!          .   .0  .          !
 2006.3!                                   +  !!          .   .0  .          !
 2006.4!                                   + *!!          .   .  0.          !
 2007.1!                                  * + !!          . 0 .   .          !
 2007.2!                                * +   !!          . 0 .   .          !
 2007.3!                                + *   !!          .   .  0.          !
 2007.4!                                 +*   !!          .   .0  .          !
 2008.1!                                 +*   !!          .   0   .          !
 2008.2!                                 +*   !!          .   . 0 .          !
 2008.3!                                 *+   !!          .  0.   .          !
 2008.4!                               *+     !!          .  0.   .          !
 2009.1!                               +  *   !!          .   .  0.          !
 2009.2!                                *+    !!          .  0.   .          !
 2009.3!                                +*    !!          .   . 0 .          !
 2009.4!                                *+    !!          .  0.   .          !
 2010.1!                                +     !!          .   0   .          !
 2010.2!                                +*    !!          .   .0  .          !
 2010.3!                                +     !!          .   0   .          !
 2010.4!                                + *   !!          .   .  0.          !
 2011.1!                                  +*  !!          .   . 0 .          !
 2011.2!                                  +  *!!          .   .  0.          !
 2011.3!                                    + !!          .   0   .          !
 2011.4!                                    + !!          .   0   .          !
 2012.1!                                   + *!!          .   .  0.          !
 2012.2!                                   *+ !!          . 0 .   .          !
 2012.3!                                 *+   !!          .  0.   .          !
 2012.4!                                +  *  !!          .   . 0 .          !


     22.34 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNZSW=NZPX$Q/SWPMM;                                                     
 GENR LAANZSW=LOG(AANZSW+.00001);                                             
 GENR LANZSW=LOG(ANZSW+.00001);                                               
 LHS AANZSW=EXP(LAANZSW)-.00001;                                              
  EQ  991 LAANZSW C LANZSW(-1) PNZSW;                                         
EQUATION 830  LAANZSW  
   RHS     C  LANZSW(-1)  PNZSW  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  830 PLOT=0;END;                                                     

Equation number =  830
**********************

Dependent variable = LAANZSW 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -7.884792259

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.203168695       0.496288478  -6.45425     1.000000
12899 LANZSW  ( -1)       0.550682794       0.060010116   9.17650    -7.880602
12897 PNZSW   (  0)      -0.326072448       0.186007525  -1.75301     1.048575

SE of equation            =     0.362156176
Sum of squared residuals  =  24.2640627      -0.997584237E-10
Average absolute error    =     0.264204634
Sum of ABS residuals      =  49.6704712    
R squared                 =   0.32917
Durbin-Watson statistic   =   2.32834
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                      +     *         !!          .   .   0          !
 1966.2!                     +    *           !!          .   .  0.          !
 1966.3!                    +     *           !!          .   .   0          !
 1966.4!                    +                 !!          .  0.   .          !
 1967.1!                 +        *           !!          .   .   . 0        !
 1967.2!               *     +                !!          0   .   .          !
 1967.3!               +      *               !!          .   .   0          !
 1967.4!                   +        *         !!          .   .   . 0        !
 1968.1!                     * +              !!          .  0.   .          !
 1968.2!                 * +                  !!          . 0 .   .          !
 1968.3!                 +     *              !!          .   .   0          !
 1968.4!                    +                 !!          .   0   .          !
 1969.1!                   +   *              !!          .   .  0.          !
 1969.2!                    +  *              !!          .   . 0 .          !
 1969.3!                    +  *              !!          .   . 0 .          !
 1969.4!                    +  *              !!          .   . 0 .          !
 1970.1!                   *+                 !!          .  0.   .          !
 1970.2!                  + *                 !!          .   .0  .          !
 1970.3!                   +  *               !!          .   . 0 .          !
 1970.4!                  * +                 !!          .  0.   .          !
 1971.1!                * +                   !!          .  0.   .          !
 1971.2!                 +*                   !!          .   .0  .          !
 1971.3!                 *+                   !!          .   0   .          !
 1971.4!            *    +                    !!          .0  .   .          !
 1972.1!            * +                       !!          .  0.   .          !
 1972.2!             +            *           !!          .   .   .   0      !
 1972.3!              *      +                !!         0.   .   .          !
 1972.4!              +    *                  !!          .   .   0          !
 1973.1!             *  +                     !!          . 0 .   .          !
 1973.2!             +       *                !!          .   .   .0         !
 1973.3!                 +                    !!          .   0   .          !
 1973.4!       *       +                      !!        0 .   .   .          !
 1974.1!          + *                         !!          .   . 0 .          !
 1974.2!        *     +                       !!          0   .   .          !
 1974.3!            +  *                      !!          .   . 0 .          !
 1974.4!              *  +                    !!          . 0 .   .          !
 1975.1*                +                     !!  0       .   .   .          !
 1975.2!        +                     *       !!          .   .   .          0
 1975.3!                         +            !!          .  0.   .          !
 1975.4!              *       +               !!        0 .   .   .          !
 1976.1!             *  +                     !!          . 0 .   .          !
 1976.2!         *     +                      !!         0.   .   .          !
 1976.3!             +     *                  !!          .   .   0          !
 1976.4!                *  +                  !!          . 0 .   .          !
 1977.1!                 +*                   !!          .   .0  .          !
 1977.2!                  +        *          !!          .   .   . 0        !
 1977.3!            *          +              !!       0  .   .   .          !
 1977.4!         *     +                      !!          0   .   .          !
 1978.1!             +   *                    !!          .   . 0 .          !
 1978.2!*                +                    !!  0       .   .   .          !
 1978.3!        +                             !!          .   0   .          !
 1978.4!      *     +                         !!          0   .   .          !
 1979.1!           +*                         !!          .   0   .          !
 1979.2*              +                       !!    0     .   .   .          !
 1979.3!       *+                             !!          .   0   .          !
 1979.4!            +      *                  !!          .   .   0          !
 1980.1!              *   +                   !!          .0  .   .          !
 1980.2!             *  +                     !!          . 0 .   .          !
 1980.3!*              +                      !!    0     .   .   .          !
 1980.4!        +          *                  !!          .   .   .  0       !
 1981.1!*                 +                   !!  0       .   .   .          !
 1981.2!*       +                             !!         0.   .   .          !
 1981.3!      *+                              !!          .  0.   .          !
 1981.4!           + *                        !!          .   .0  .          !
 1982.1!       *      +                       !!         0.   .   .          !
 1982.2!    *       +                         !!        0 .   .   .          !
 1982.3!      *   +                           !!          .0  .   .          !
 1982.4!     *     +                          !!          0   .   .          !
 1983.1!           +  *                       !!          .   . 0 .          !
 1983.2!       *        +                     !!        0 .   .   .          !
 1983.3!            +*                        !!          .   .0  .          !
 1983.4!     *         +                      !!       0  .   .   .          !
 1984.1!           +       *                  !!          .   .   . 0        !
 1984.2!                  +*                  !!          .   .0  .          !
 1984.3!             *     +                  !!          0   .   .          !
 1984.4!       *       +                      !!         0.   .   .          !
 1985.1!   *        +                         !!        0 .   .   .          !
 1985.2!          +          *                !!          .   .   .  0       !
 1985.3!             *      +                 !!         0.   .   .          !
 1985.4!              * +                     !!          .  0.   .          !
 1986.1!                 +       *            !!          .   .   . 0        !
 1986.2!         *             +              !!    0     .   .   .          !
 1986.3!              +  *                    !!          .   . 0 .          !
 1986.4!                  +*                  !!          .   .0  .          !
 1987.1!      *            +                  !!     0    .   .   .          !
 1987.2!            +        *                !!          .   .   . 0        !
 1987.3!                    + *               !!          .   .0  .          !
 1987.4!                     + *              !!          .   . 0 .          !
 1988.1!                    *+                !!          .  0.   .          !
 1988.2!                   +*                 !!          .   .0  .          !
 1988.3!                   +        *         !!          .   .   . 0        !
 1988.4!                       +*             !!          .   0   .          !
 1989.1!               *     +                !!          0   .   .          !
 1989.2!                +  *                  !!          .   . 0 .          !
 1989.3!                * +                   !!          .  0.   .          !
 1989.4!                 +   *                !!          .   .  0.          !
 1990.1!                  * +                 !!          . 0 .   .          !
 1990.2!                  +   *               !!          .   .  0.          !
 1990.3!                    *+                !!          .  0.   .          !
 1990.4!                    +  *              !!          .   . 0 .          !
 1991.1!                      +        *      !!          .   .   . 0        !
 1991.2!                          +           *!          .   .   .   0      !
 1991.3!                             *+       !!          .  0.   .          !
 1991.4!                         +   *        !!          .   .  0.          !
 1992.1!                         +    *       !!          .   .  0.          !
 1992.2!                         + *          !!          .   .0  .          !
 1992.3!                        +   *         !!          .   . 0 .          !
 1992.4!                        +  *          !!          .   . 0 .          !
 1993.1!                        +    *        !!          .   .  0.          !
 1993.2!                       *+             !!          .  0.   .          !
 1993.3!                     +    *           !!          .   .  0.          !
 1993.4!                       +   *          !!          .   .  0.          !
 1994.1!                       +   *          !!          .   .  0.          !
 1994.2!                      *+              !!          .  0.   .          !
 1994.3!                    +     *           !!          .   .   0          !
 1994.4!                      + *             !!          .   . 0 .          !
 1995.1!                      +   *           !!          .   .  0.          !
 1995.2!                       +    *         !!          .   .  0.          !
 1995.3!                        +   *         !!          .   .  0.          !
 1995.4!                        +*            !!          .   .0  .          !
 1996.1!                      + *             !!          .   .0  .          !
 1996.2!                     + *              !!          .   .0  .          !
 1996.3!                  *  +                !!          . 0 .   .          !
 1996.4!                  +          *        !!          .   .   .  0       !
 1997.1!                        +       *     !!          .   .   .0         !
 1997.2!                     *    +           !!          .0  .   .          !
 1997.3!                  * +                 !!          .  0.   .          !
 1997.4!                 *+                   !!          .  0.   .          !
 1998.1!               *  +                   !!          . 0 .   .          !
 1998.2!                 + *                  !!          .   .0  .          !
 1998.3!                   +   *              !!          .   . 0 .          !
 1998.4!                      + *             !!          .   .0  .          !
 1999.1!                   *  +               !!          . 0 .   .          !
 1999.2!                  *+                  !!          .  0.   .          !
 1999.3!                  +     *             !!          .   .   0          !
 1999.4!                 *    +               !!          0   .   .          !
 2000.1!             *    +                   !!          0   .   .          !
 2000.2!            *  +                      !!          . 0 .   .          !
 2000.3!               + *                    !!          .   .0  .          !
 2000.4!                *+                    !!          .  0.   .          !
 2001.1!                 +*                   !!          .   .0  .          !
 2001.2!                * +                   !!          . 0 .   .          !
 2001.3!                *+                    !!          .  0.   .          !
 2001.4!                 +  *                 !!          .   . 0 .          !
 2002.1!                   +                  !!          .   0   .          !
 2002.2!             *     +                  !!          0   .   .          !
 2002.3!               *+                     !!          .  0.   .          !
 2002.4!                 +                    !!          .   0   .          !
 2003.1!                  +*                  !!          .   0   .          !
 2003.2!                  *+                  !!          .  0.   .          !
 2003.3!                  + *                 !!          .   .0  .          !
 2003.4!                   +                  !!          .   0   .          !
 2004.1!                 * +                  !!          .  0.   .          !
 2004.2!                * +                   !!          .  0.   .          !
 2004.3!                 +   *                !!          .   .  0.          !
 2004.4!                    +                 !!          .   0   .          !
 2005.1!                 *  +                 !!          . 0 .   .          !
 2005.2!                 *+                   !!          .  0.   .          !
 2005.3!                 +  *                 !!          .   . 0 .          !
 2005.4!                   +*                 !!          .   .0  .          !
 2006.1!               *   +                  !!          .0  .   .          !
 2006.2!                +     *               !!          .   .   0          !
 2006.3!                   * +                !!          .  0.   .          !
 2006.4!                  +     *             !!          .   .   0          !
 2007.1!                     + *              !!          .   .0  .          !
 2007.2!                    *+                !!          .  0.   .          !
 2007.3!               *   +                  !!          .0  .   .          !
 2007.4!                +                     !!          .   0   .          !
 2008.1!                +   *                 !!          .   . 0 .          !
 2008.2!                  *+                  !!          .  0.   .          !
 2008.3!              *   +                   !!          . 0 .   .          !
 2008.4!                +                     !!          .   0   .          !
 2009.1!                 +    *               !!          .   .  0.          !
 2009.2!                     +*               !!          .   .0  .          !
 2009.3!                     +  *             !!          .   . 0 .          !
 2009.4!                    * +               !!          .  0.   .          !
 2010.1!                  *+                  !!          .   0   .          !
 2010.2!                 *+                   !!          .  0.   .          !
 2010.3!                 +  *                 !!          .   . 0 .          !
 2010.4!               *   +                  !!          .0  .   .          !
 2011.1!                +                     !!          .   0   .          !
 2011.2!               *+                     !!          .   0   .          !
 2011.3!                +*                    !!          .   .0  .          !
 2011.4!               * +                    !!          .  0.   .          !
 2012.1!              * +                     !!          .  0.   .          !
 2012.2!               +  *                   !!          .   . 0 .          !
 2012.3!                *+                    !!          .  0.   .          !
 2012.4!                +*                    !!          .   0   .          !


     25.00 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@@EQ  992 LAASASW C LASASW(-1) PSASW;SMPL 1985.2 2012.4;OLS;EST  992 PLOT=0;EN
@@EQ  993 LAAVESW C LAVESW(-1) PVESW;SMPL 1966.1 2012.4;OLS;EST  993 PLOT=0;EN
@EQ   994 LAACOSW C LACOSW(-1) PCOSW;SMPL 1981.3 2012.4;OLS;EST  994 PLOT=0;EN
@EQ   995 LAAJOSW C LAJOSW(-1) PJOSW;SMPL 1989.3 2012.4;OLS;EST  995 PLOT=0;EN
@EQ   996 LAASYSW C LASYSW(-1) PSYSW;SMPL 1982.4 2012.4;OLS;EST  996 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDSW=IDPX$Q/SWPMM;                                                     
 GENR LAAIDSW=LOG(AAIDSW+.00001);                                             
 GENR LAIDSW=LOG(AIDSW+.00001);                                               
 LHS AAIDSW=EXP(LAAIDSW)-.00001;                                              
  EQ  997 LAAIDSW C LAIDSW(-1) PIDSW;                                         
EQUATION 831  LAAIDSW  
   RHS     C  LAIDSW(-1)  PIDSW  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  831 PLOT=0;END;                                                     

Equation number =  831
**********************

Dependent variable = LAAIDSW 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.293148672

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.775916603       0.201424464  -3.85215     1.000000
12902 LAIDSW  ( -1)       0.859035611       0.034488863  24.90762    -6.303973
12900 PIDSW   (  0)      -0.081124015       0.071552794  -1.13376     1.256034

SE of equation            =     0.228833044
Sum of squared residuals  =  9.68744398      -0.117328369E-11
Average absolute error    =     0.163750669
Sum of ABS residuals      =  30.7851259    
R squared                 =   0.80331
Durbin-Watson statistic   =   2.39190
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!+  *                                  !!           .  . 0.           !
 1966.2*      +                               !!          0.  .  .           !
 1966.3!  +  *                                !!           .  . 0.           !
 1966.4!       + *                            !!           .  .0 .           !
 1967.1!          +                      *    !!           .  .  .           0
 1967.2!                               +   *  !!           .  .  0           !
 1967.3!                                 +*   !!           .  .0 .           !
 1967.4!                                +*    !!           .  0  .           !
 1968.1!                               + *    !!           .  .0 .           !
 1968.2!                               +    * !!           .  .  .0          !
 1968.3!                             *    +   !!           0  .  .           !
 1968.4!                           *+         !!           . 0.  .           !
 1969.1!                          +*          !!           .  .0 .           !
 1969.2!             *            +           !!     0     .  .  .           !
 1969.3!              +          *            !!           .  .  .   0       !
 1969.4!                   *    +             !!           0  .  .           !
 1970.1!                    +                 !!           .  .0 .           !
 1970.2!            *        +                !!         0 .  .  .           !
 1970.3!              +  *                    !!           .  . 0.           !
 1970.4!                  + *                 !!           .  . 0.           !
 1971.1!                    + *               !!           .  .0 .           !
 1971.2!                 *    +               !!           0  .  .           !
 1971.3!                  +      *            !!           .  .  . 0         !
 1971.4!                        + *           !!           .  .0 .           !
 1972.1!                    *    +            !!           0  .  .           !
 1972.2!                    +   *             !!           .  .  0           !
 1972.3!                        +    *        !!           .  .  .0          !
 1972.4!                    *        +        !!        0  .  .  .           !
 1973.1!                    + *               !!           .  . 0.           !
 1973.2!               *      +               !!         0 .  .  .           !
 1973.3!                +   *                 !!           .  .  0           !
 1973.4!                   * +                !!           . 0.  .           !
 1974.1!              *     +                 !!          0.  .  .           !
 1974.2!               + *                    !!           .  .0 .           !
 1974.3!           *      +                   !!          0.  .  .           !
 1974.4!             + *                      !!           .  .0 .           !
 1975.1!          *     +                     !!          0.  .  .           !
 1975.2!       *    +                         !!           0  .  .           !
 1975.3!          +  *                        !!           .  . 0.           !
 1975.4!           *  +                       !!           0  .  .           !
 1976.1!            +                         !!           .  0  .           !
 1976.2!            * +                       !!           . 0.  .           !
 1976.3!             +  *                     !!           .  . 0.           !
 1976.4!             *   +                    !!           0  .  .           !
 1977.1!              +*                      !!           .  .0 .           !
 1977.2!                + *                   !!           .  .0 .           !
 1977.3!               *   +                  !!           0  .  .           !
 1977.4!      *         +                     !!        0  .  .  .           !
 1978.1!         +      *                     !!           .  .  . 0         !
 1978.2!                 + *                  !!           .  .0 .           !
 1978.3!                   +                  !!           .  0  .           !
 1978.4!          *         +                 !!        0  .  .  .           !
 1979.1!            +  *                      !!           .  . 0.           !
 1979.2!                +   *                 !!           .  .  0           !
 1979.3!                   * +                !!           . 0.  .           !
 1979.4!                 *  +                 !!           .0 .  .           !
 1980.1!                 *+                   !!           .  0  .           !
 1980.2!                * +                   !!           . 0.  .           !
 1980.3!               *  +                   !!           . 0.  .           !
 1980.4!              *  +                    !!           .0 .  .           !
 1981.1!               +*                     !!           .  .0 .           !
 1981.2!              *   +                   !!           0  .  .           !
 1981.3!              *+                      !!           . 0.  .           !
 1981.4!               *+                     !!           .  0  .           !
 1982.1!                 +*                   !!           .  .0 .           !
 1982.2!                *  +                  !!           .0 .  .           !
 1982.3!               * +                    !!           . 0.  .           !
 1982.4!                *+                    !!           .  0  .           !
 1983.1!               * +                    !!           .0 .  .           !
 1983.2!              * +                     !!           .0 .  .           !
 1983.3!            *  +                      !!           .0 .  .           !
 1983.4!             *+                       !!           .  0  .           !
 1984.1!              *+                      !!           .  0  .           !
 1984.2!               +*                     !!           .  0  .           !
 1984.3!               * +                    !!           .0 .  .           !
 1984.4!            *   +                     !!           0  .  .           !
 1985.1!            * +                       !!           . 0.  .           !
 1985.2!             *+                       !!           . 0.  .           !
 1985.3!              +                       !!           .  0  .           !
 1985.4!          *    +                      !!          0.  .  .           !
 1986.1!            + *                       !!           .  .0 .           !
 1986.2!              *+                      !!           . 0.  .           !
 1986.3!               + *                    !!           .  .0 .           !
 1986.4!                 *+                   !!           . 0.  .           !
 1987.1!                  +*                  !!           .  0  .           !
 1987.2!                    +                 !!           .  0  .           !
 1987.3!                     +                !!           .  0  .           !
 1987.4!                  *   +               !!           .0 .  .           !
 1988.1!                   +*                 !!           .  0  .           !
 1988.2!                 *   +                !!           0  .  .           !
 1988.3!                  + *                 !!           .  . 0.           !
 1988.4!                 *   +                !!           0  .  .           !
 1989.1!           *      +                   !!          0.  .  .           !
 1989.2!            *+                        !!           . 0.  .           !
 1989.3!             +    *                   !!           .  .  0           !
 1989.4!                 * +                  !!           .0 .  .           !
 1990.1!                  + *                 !!           .  . 0.           !
 1990.2!                     +*               !!           .  .0 .           !
 1990.3!                       +              !!           .  .0 .           !
 1990.4!                    *   +             !!           .0 .  .           !
 1991.1!                     + *              !!           .  .0 .           !
 1991.2!                      *+              !!           . 0.  .           !
 1991.3!                       +   *          !!           .  .  0           !
 1991.4!                           +          !!           .  0  .           !
 1992.1!                           +          !!           .  0  .           !
 1992.2!                          *+          !!           . 0.  .           !
 1992.3!                          +    *      !!           .  .  0           !
 1992.4!                          *   +       !!           0  .  .           !
 1993.1!                          +           !!           .  0  .           !
 1993.2!                          +           !!           .  0  .           !
 1993.3!                          +  *        !!           .  . 0.           !
 1993.4!                          *  +        !!           .0 .  .           !
 1994.1!                          +  *        !!           .  . 0.           !
 1994.2!                           * +        !!           . 0.  .           !
 1994.3!                           +    *     !!           .  .  .0          !
 1994.4!                              *+      !!           . 0.  .           !
 1995.1!                             +*       !!           .  0  .           !
 1995.2!                             *+       !!           . 0.  .           !
 1995.3!                            +  *      !!           .  . 0.           !
 1995.4!                             * +      !!           . 0.  .           !
 1996.1!                             +  *     !!           .  . 0.           !
 1996.2!                               +      !!           .  0  .           !
 1996.3!                               + *    !!           .  . 0.           !
 1996.4!                            *   +     !!           0  .  .           !
 1997.1!                            +         !!           .  0  .           !
 1997.2!                            +  *      !!           .  . 0.           !
 1997.3!                              +       !!           .  0  .           !
 1997.4!                       *     +        !!         0 .  .  .           !
 1998.1!                       + *            !!           .  .0 .           !
 1998.2!                         +   *        !!           .  .  0           !
 1998.3!                             +        !!           .  0  .           !
 1998.4!                            *+        !!           .  0  .           !
 1999.1!                            +*        !!           .  .0 .           !
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 1999.3!                            +         !!           .  0  .           !
 1999.4!                      *     +         !!          0.  .  .           !
 2000.1!                       +  *           !!           .  . 0.           !
 2000.2!                          +*          !!           .  .0 .           !
 2000.3!                           +*         !!           .  0  .           !
 2000.4!                            + *       !!           .  . 0.           !
 2001.1!                             *+       !!           . 0.  .           !
 2001.2!                            +*        !!           .  0  .           !
 2001.3!                             +        !!           .  .0 .           !
 2001.4!                             +*       !!           .  0  .           !
 2002.1!                             +*       !!           .  0  .           !
 2002.2!                             +*       !!           .  .0 .           !
 2002.3!                              + *     !!           .  . 0.           !
 2002.4!                              * +     !!           . 0.  .           !
 2003.1!                              +*      !!           .  .0 .           !
 2003.2!                              +       !!           .  0  .           !
 2003.3!                              +*      !!           .  .0 .           !
 2003.4!                               +      !!           .  .0 .           !
 2004.1!                              *+      !!           .  0  .           !
 2004.2!                             *+       !!           . 0.  .           !
 2004.3!                            + *       !!           .  .0 .           !
 2004.4!                           *  +       !!           .0 .  .           !
 2005.1!                           +    *     !!           .  .  0           !
 2005.2!                               +      !!           .  0  .           !
 2005.3!                              +  *    !!           .  . 0.           !
 2005.4!                             *  +     !!           .0 .  .           !
 2006.1!                             +   *    !!           .  .  0           !
 2006.2!                               *+     !!           . 0.  .           !
 2006.3!                              +  *    !!           .  . 0.           !
 2006.4!                               *+     !!           .  0  .           !
 2007.1!                              + *     !!           .  .0 .           !
 2007.2!                               + *    !!           .  .0 .           !
 2007.3!                                +  *  !!           .  . 0.           !
 2007.4!                                  +   !!           .  0  .           !
 2008.1!                                 +    !!           .  0  .           !
 2008.2!                                + *   !!           .  .0 .           !
 2008.3!                                 +    *!           .  .  0           !
 2008.4!                                    + *!           .  .0 .           !
 2009.1!                                    + *!           .  .0 .           !
 2009.2!                                    + !!           .  0  .           !
 2009.3!                                  +  *!!           .  . 0.           !
 2009.4!                                 * +  !!           . 0.  .           !
 2010.1!                                +  *  !!           .  . 0.           !
 2010.2!                                  + * !!           .  .0 .           !
 2010.3!                                  +*  !!           .  .0 .           !
 2010.4!                                * +   !!           . 0.  .           !
 2011.1!                              +   *   !!           .  . 0.           !
 2011.2!                                +*    !!           .  .0 .           !
 2011.3!                                +     *!           .  .  .0          !
 2011.4!                                  * + !!           . 0.  .           !
 2012.1!                                 +  * !!           .  . 0.           !
 2012.2!                                  +   !!           .  0  .           !
 2012.3!                                 +    *!           .  .  0           !
 2012.4!                              *     + !!          0.  .  .           !


     25.00 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMASW=MAPX$Q/SWPMM;                                                     
 GENR LAAMASW=LOG(AAMASW+.00001);                                             
 GENR LAMASW=LOG(AMASW+.00001);                                               
 LHS AAMASW=EXP(LAAMASW)-.00001;                                              
  EQ  998 LAAMASW C LAMASW(-1) PMASW;                                         
EQUATION 832  LAAMASW  
   RHS     C  LAMASW(-1)  PMASW  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST  832 PLOT=0;END;                                                     

Equation number =  832
**********************

Dependent variable = LAAMASW 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -6.510655130

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.750851608       0.171521683  -4.37759     1.000000
12905 LAMASW  ( -1)       0.825729382       0.035779186  23.07848    -6.518210
12903 PMASW   (  0)      -0.299704336       0.065096808  -4.60398     1.259661

SE of equation            =     0.173412680
Sum of squared residuals  =  5.38288039      -0.183453253E-10
Average absolute error    =     0.136601695
Sum of ABS residuals      =  24.8615084    
R squared                 =   0.93025
Durbin-Watson statistic   =   2.45749
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3!          +*                          !!         .    .0   .         !
 1967.4!          +*                          !!         .    .0   .         !
 1968.1!           +*                         !!         .    .0   .         !
 1968.2!           +                          !!         .   0.    .         !
 1968.3!            +                         !!         .    0    .         !
 1968.4!             +                        !!         .    .0   .         !
 1969.1!              +                       !!         .    .0   .         !
 1969.2!            * +                       !!         .0   .    .         !
 1969.3!            +                         !!         .    0    .         !
 1969.4!           * +                        !!         . 0  .    .         !
 1970.1!         * +                          !!         .0   .    .         !
 1970.2!       * +                            !!         .0   .    .         !
 1970.3!       +*                             !!         .    .0   .         !
 1970.4!         +*                           !!         .    .  0 .         !
 1971.1!           +                          !!         .    .0   .         !
 1971.2!           +                          !!         .    0    .         !
 1971.3!           +                          !!         .    0    .         !
 1971.4!          * +                         !!         . 0  .    .         !
 1972.1!         *  +                         !!        0.    .    .         !
 1972.2!          *+                          !!         .  0 .    .         !
 1972.3!          * +                         !!         . 0  .    .         !
 1972.4!          * +                         !!         .0   .    .         !
 1973.1!          * +                         !!         . 0  .    .         !
 1973.2!         * +                          !!         . 0  .    .         !
 1973.3!        * +                           !!         . 0  .    .         !
 1973.4!       * +                            !!         . 0  .    .         !
 1974.1!     +    *                           !!         .    .    .   0     !
 1974.2!     *  +                             !!         0    .    .         !
 1974.3!*    +                                !!     0   .    .    .         !
 1974.4!+    *                                !!         .    .    .    0    !
 1975.1!   *+                                 !!         . 0  .    .         !
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 1975.3!   *   +                              !!        0.    .    .         !
 1975.4!   * +                                !!         0    .    .         !
 1976.1!    *+                                !!         .   0.    .         !
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 1976.3!         +  *                         !!         .    .    .0        !
 1976.4!         *  +                         !!        0.    .    .         !
 1977.1!       * +                            !!         .0   .    .         !
 1977.2!    *  +                              !!        0.    .    .         !
 1977.3!   + *                                !!         .    .   0.         !
 1977.4!    * +                               !!         .0   .    .         !
 1978.1!     + *                              !!         .    .  0 .         !
 1978.2*       +                              !0         .    .    .         !
 1978.3! + *                                  !!         .    .    0         !
 1978.4!    +                                 !!         .    0    .         !
 1979.1!     + *                              !!         .    .   0.         !
 1979.2!       +  *                           !!         .    .    .0        !
 1979.3!       * +                            !!         .0   .    .         !
 1979.4!  *    +                              !!      0  .    .    .         !
 1980.1!   +       *                          !!         .    .    .         0
 1980.2!          +   *                       !!         .    .    . 0       !
 1980.3!           * +                        !!         .0   .    .         !
 1980.4!         *+                           !!         .  0 .    .         !
 1981.1!        *+                            !!         .  0 .    .         !
 1981.2!       +  *                           !!         .    .    0         !
 1981.3!     *   +                            !!       0 .    .    .         !
 1981.4!    *+                                !!         .  0 .    .         !
 1982.1!    + *                               !!         .    .  0 .         !
 1982.2!      + *                             !!         .    .   0.         !
 1982.3!       *+                             !!         .  0 .    .         !
 1982.4!       *+                             !!         .  0 .    .         !
 1983.1!        +*                            !!         .    .  0 .         !
 1983.2!          +   *                       !!         .    .    . 0       !
 1983.3!           * +                        !!         .0   .    .         !
 1983.4!        * +                           !!         . 0  .    .         !
 1984.1!   *  +                               !!        0.    .    .         !
 1984.2!  +*                                  !!         .    .0   .         !
 1984.3!  +      *                            !!         .    .    .       0 !
 1984.4!       *+                             !!         .   0.    .         !
 1985.1!       +                              !!         .    .0   .         !
 1985.2!    * +                               !!         .0   .    .         !
 1985.3!     +    *                           !!         .    .    .    0    !
 1985.4!       *   +                          !!       0 .    .    .         !
 1986.1!          +  *                        !!         .    .    0         !
 1986.2!               +*                     !!         .    . 0  .         !
 1986.3!                  *+                  !!         .  0 .    .         !
 1986.4!             *      +                 !! 0       .    .    .         !
 1987.1!               +*                     !!         .    .  0 .         !
 1987.2!                  + *                 !!         .    .  0 .         !
 1987.3!                   * +                !!         . 0  .    .         !
 1987.4!                *   +                 !!      0  .    .    .         !
 1988.1!                  + *                 !!         .    .  0 .         !
 1988.2!                *    +                !!     0   .    .    .         !
 1988.3!                  +  *                !!         .    .    .0        !
 1988.4!                 *    +               !!    0    .    .    .         !
 1989.1!                   + *                !!         .    .  0 .         !
 1989.2!                      +*              !!         .    .  0 .         !
 1989.3!                       *+             !!         .  0 .    .         !
 1989.4!                     *  +             !!        0.    .    .         !
 1990.1!                       +*             !!         .    . 0  .         !
 1990.2!                       *  +           !!         0    .    .         !
 1990.3!                        +  *          !!         .    .   0.         !
 1990.4!                      *    +          !!    0    .    .    .         !
 1991.1!                       + *            !!         .    .  0 .         !
 1991.2!                        * +           !!         . 0  .    .         !
 1991.3!                         + *          !!         .    .  0 .         !
 1991.4!                          * +         !!         . 0  .    .         !
 1992.1!                           +          !!         .    .0   .         !
 1992.2!                           +          !!         .   0.    .         !
 1992.3!                           + *        !!         .    . 0  .         !
 1992.4!                          *  +        !!         .0   .    .         !
 1993.1!                         * +          !!         . 0  .    .         !
 1993.2!                         +  *         !!         .    .    .0        !
 1993.3!                            +*        !!         .    . 0  .         !
 1993.4!                           * +        !!         . 0  .    .         !
 1994.1!                            + *       !!         .    .    0         !
 1994.2!                             *+       !!         .   0.    .         !
 1994.3!                             +        !!         .    .0   .         !
 1994.4!                         *  +         !!         0    .    .         !
 1995.1!                         + *          !!         .    .    0         !
 1995.2!                           +   *      !!         .    .    . 0       !
 1995.3!                             +*       !!         .    0    .         !
 1995.4!                             +        !!         .    0    .         !
 1996.1!                            +*        !!         .    . 0  .         !
 1996.2!                            +         !!         .   0.    .         !
 1996.3!                           +          !!         .    0    .         !
 1996.4!                          *+          !!         .  0 .    .         !
 1997.1!                         +   *        !!         .    .    .0        !
 1997.2!                            +         !!         .    .0   .         !
 1997.3!                            + *       !!         .    .    0         !
 1997.4!                             *+       !!         .   0.    .         !
 1998.1!                            *+        !!         .   0.    .         !
 1998.2!                           +*         !!         .    . 0  .         !
 1998.3!                            +*        !!         .    .0   .         !
 1998.4!                           *+         !!         .  0 .    .         !
 1999.1!                           +          !!         .    0    .         !
 1999.2!                         *+           !!         .  0 .    .         !
 1999.3!                         +  *         !!         .    .    .0        !
 1999.4!                           + *        !!         .    .  0 .         !
 2000.1!                            +    *    !!         .    .    .   0     !
 2000.2!                               +      *!         .    .    .       0 !
 2000.3!                                   +  !!         .    0    .         !
 2000.4!                             *   +    !!        0.    .    .         !
 2001.1!                         *  +         !!         0    .    .         !
 2001.2!                        +*            !!         .    . 0  .         !
 2001.3!                        + *           !!         .    .  0 .         !
 2001.4!                         +            !!         .    0    .         !
 2002.1!                        +*            !!         .    . 0  .         !
 2002.2!                       *+             !!         .   0.    .         !
 2002.3!                       +  *           !!         .    .    .0        !
 2002.4!                    *    +            !!     0   .    .    .         !
 2003.1!                     + *              !!         .    .    0         !
 2003.2!                       *+             !!         .    0    .         !
 2003.3!                       +   *          !!         .    .    .0        !
 2003.4!                      *   +           !!      0  .    .    .         !
 2004.1!                       +    *         !!         .    .    .   0     !
 2004.2!                      *    +          !!    0    .    .    .         !
 2004.3!                       + *            !!         .    .    0         !
 2004.4!                      *   +           !!        0.    .    .         !
 2005.1!                       + *            !!         .    .  0 .         !
 2005.2!                       *  +           !!         0    .    .         !
 2005.3!                       +  *           !!         .    .    0         !
 2005.4!                          +           !!         .   0.    .         !
 2006.1!                          +  *        !!         .    .    0         !
 2006.2!                            +  *      !!         .    .   0.         !
 2006.3!                              +    *  !!         .    .    .   0     !
 2006.4!                               *  +   !!        0.    .    .         !
 2007.1!                              +       !!         .   0.    .         !
 2007.2!                              + *     !!         .    .   0.         !
 2007.3!                               +*     !!         .    .0   .         !
 2007.4!                              * +     !!         . 0  .    .         !
 2008.1!                              + *     !!         .    .   0.         !
 2008.2!                                +     !!         .   0.    .         !
 2008.3!                                + *   !!         .    .  0 .         !
 2008.4!                           *     +    !!   0     .    .    .         !
 2009.1!                          *+          !!         .   0.    .         !
 2009.2!                           +*         !!         .    .  0 .         !
 2009.3!                          * +         !!         0    .    .         !
 2009.4!                          +           !!         .   0.    .         !
 2010.1!                          +    *      !!         .    .    .   0     !
 2010.2!                              + *     !!         .    .  0 .         !
 2010.3!                               +*     !!         .    . 0  .         !
 2010.4!                             *  +     !!         0    .    .         !
 2011.1!                             + *      !!         .    .  0 .         !
 2011.2!                               +   *  !!         .    .    .  0      !
 2011.3!                                  + * !!         .    . 0  .         !
 2011.4!                                 *+   !!         . 0  .    .         !
 2012.1!                                +*    !!         .    .0   .         !
 2012.2!                                +*    !!         .    .0   .         !
 2012.3!                                +     !!         .    .0   .         !
 2012.4!                                +     !!         .    .0   .         !


     28.02 percent of the residuals exceed 1 SE
      4.40 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPASW=PAPX$Q/SWPMM;                                                     
 GENR LAAPASW=LOG(AAPASW+.00001);                                             
 GENR LAPASW=LOG(APASW+.00001);                                               
 LHS AAPASW=EXP(LAAPASW)-.00001;                                              
  EQ  999 LAAPASW C LAPASW(-1) PPASW;                                         
EQUATION 833  LAAPASW  
   RHS     C  LAPASW(-1)  PPASW  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  833 PLOT=0;END;                                                     

Equation number =  833
**********************

Dependent variable = LAAPASW 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -7.174539975

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.968713229       0.263933618  -3.67029     1.000000
12908 LAPASW  ( -1)       0.821120860       0.043333712  18.94878    -7.176487
12906 PPASW   (  0)      -0.233688613       0.089302167  -2.61683     1.339660

SE of equation            =     0.246116239
Sum of squared residuals  =  9.63113927       0.228350672E-11
Average absolute error    =     0.177533820
Sum of ABS residuals      =  28.7604788    
R squared                 =   0.79458
Durbin-Watson statistic   =   2.43324
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!             +    *                   !!         .    .    .0        !
 1972.4!                  + *                 !!         .    . 0  .         !
 1973.1!            *      +                  !!     0   .    .    .         !
 1973.2!      *     +                         !!     0   .    .    .         !
 1973.3!       +   *                          !!         .    .    .0        !
 1973.4!          +                           !!         .   0.    .         !
 1974.1!      * +                             !!         . 0  .    .         !
 1974.2!      +   *                           !!         .    .   0.         !
 1974.3!       *  +                           !!         .0   .    .         !
 1974.4!         +*                           !!         .    . 0  .         !
 1975.1!            + *                       !!         .    .  0 .         !
 1975.2!           *   +                      !!        0.    .    .         !
 1975.3!     *      +                         !!     0   .    .    .         !
 1975.4!       +    *                         !!         .    .    .  0      !
 1976.1!          *  +                        !!         0    .    .         !
 1976.2!           +   *                      !!         .    .    0         !
 1976.3!         *    +                       !!       0 .    .    .         !
 1976.4!          +                           !!         .    0    .         !
 1977.1!     *    +                           !!       0 .    .    .         !
 1977.2!   *  +                               !!         .0   .    .         !
 1977.3!*   +                                 !!        0.    .    .         !
 1977.4*  +                                   !!         .0   .    .         !
 1978.1! +     *                              !!         .    .    . 0       !
 1978.2!      * +                             !!         . 0  .    .         !
 1978.3!      *+                              !!         .  0 .    .         !
 1978.4!    *  +                              !!         .0   .    .         !
 1979.1!     +          *                     !!         .    .    .        0!
 1979.2!    *          +                      !0         .    .    .         !
 1979.3!      +  *                            !!         .    .   0.         !
 1979.4!          +*                          !!         .    .0   .         !
 1980.1!          *+                          !!         .  0 .    .         !
 1980.2!           +*                         !!         .    . 0  .         !
 1980.3!           * +                        !!         .  0 .    .         !
 1980.4!           +                          !!         .   0.    .         !
 1981.1!       *   +                          !!         0    .    .         !
 1981.2!        + *                           !!         .    .  0 .         !
 1981.3!     *    +                           !!       0 .    .    .         !
 1981.4!      +      *                        !!         .    .    .    0    !
 1982.1!             + *                      !!         .    .  0 .         !
 1982.2!               +                      !!         .    0    .         !
 1982.3!               +*                     !!         .    . 0  .         !
 1982.4!                +      *              !!         .    .    .    0    !
 1983.1!           *          +               !0         .    .    .         !
 1983.2!           +    *                     !!         .    .    .0        !
 1983.3!               +      *               !!         .    .    .   0     !
 1983.4!              *     +                 !!      0  .    .    .         !
 1984.1!             + *                      !!         .    . 0  .         !
 1984.2!              +  *                    !!         .    .   0.         !
 1984.3!                +                     !!         .    0    .         !
 1984.4!                +                     !!         .    0    .         !
 1985.1!               +         *            !!         .    .    .       0 !
 1985.2!                       +              !!         .   0.    .         !
 1985.3!                      +     *         !!         .    .    .  0      !
 1985.4!                          + *         !!         .    .  0 .         !
 1986.1!                          +  *        !!         .    .   0.         !
 1986.2!                         * +          !!         .  0 .    .         !
 1986.3!                       + *            !!         .    . 0  .         !
 1986.4!                    *  +              !!         .0   .    .         !
 1987.1!                 * +                  !!         .  0 .    .         !
 1987.2!                 +   *                !!         .    .    .0        !
 1987.3!                     +                !!         .    0    .         !
 1987.4!                    +   *             !!         .    .   0.         !
 1988.1!                       + *            !!         .    .  0 .         !
 1988.2!                        +             !!         .    0    .         !
 1988.3!                  *    +              !!       0 .    .    .         !
 1988.4!                  +   *               !!         .    .    0         !
 1989.1!                     *+               !!         .   0.    .         !
 1989.2!                     + *              !!         .    . 0  .         !
 1989.3!                     *+               !!         .  0 .    .         !
 1989.4!                    +        *        !!         .    .    .     0   !
 1990.1!                           +       *  !!         .    .    .    0    !
 1990.2!                                 +    *!         .    .    . 0       !
 1990.3!                                *  +  !!         0    .    .         !
 1990.4!                              +    *  !!         .    .    . 0       !
 1991.1!                                 +    !!         .    0    .         !
 1991.2!                               +   *  !!         .    .    0         !
 1991.3!                                 + *  !!         .    . 0  .         !
 1991.4!                                 +    !!         .    0    .         !
 1992.1!                               +*     !!         .    .0   .         !
 1992.2!                              +  *    !!         .    .   0.         !
 1992.3!                                +     !!         .    0    .         !
 1992.4!                              + *     !!         .    . 0  .         !
 1993.1!                            * +       !!         . 0  .    .         !
 1993.2!                           +*         !!         .    .0   .         !
 1993.3!                           +   *      !!         .    .    0         !
 1993.4!                             +*       !!         .    0    .         !
 1994.1!                            +         !!         .   0.    .         !
 1994.2!                          *+          !!         .   0.    .         !
 1994.3!                         + *          !!         .    . 0  .         !
 1994.4!                          + *         !!         .    .  0 .         !
 1995.1!                     *    +           !!       0 .    .    .         !
 1995.2!                     +*               !!         .    . 0  .         !
 1995.3!                     *+               !!         .    0    .         !
 1995.4!                     + *              !!         .    .  0 .         !
 1996.1!                       +              !!         .    0    .         !
 1996.2!                       + *            !!         .    .   0.         !
 1996.3!                       *+             !!         .  0 .    .         !
 1996.4!                       + *            !!         .    .  0 .         !
 1997.1!                        +             !!         .    0    .         !
 1997.2!                       + *            !!         .    .  0 .         !
 1997.3!                      * +             !!         . 0  .    .         !
 1997.4!                     +*               !!         .    .0   .         !
 1998.1!                   * +                !!         .  0 .    .         !
 1998.2!                   +*                 !!         .    .0   .         !
 1998.3!                  *+                  !!         .   0.    .         !
 1998.4!                  + *                 !!         .    .  0 .         !
 1999.1!                  * +                 !!         .  0 .    .         !
 1999.2!                  +                   !!         .    0    .         !
 1999.3!                 *+                   !!         .   0.    .         !
 1999.4!                  +*                  !!         .    .0   .         !
 2000.1!                  *+                  !!         .   0.    .         !
 2000.2!                 *+                   !!         .  0 .    .         !
 2000.3!                *+                    !!         .  0 .    .         !
 2000.4!                +*                    !!         .    .0   .         !
 2001.1!                  +*                  !!         .    .0   .         !
 2001.2!                   + *                !!         .    . 0  .         !
 2001.3!                  *  +                !!         . 0  .    .         !
 2001.4!                  + *                 !!         .    .  0 .         !
 2002.1!                    +                 !!         .    0    .         !
 2002.2!                   *+                 !!         .   0.    .         !
 2002.3!                  * +                 !!         .  0 .    .         !
 2002.4!                   +                  !!         .    0    .         !
 2003.1!                   *+                 !!         .   0.    .         !
 2003.2!                  * +                 !!         .  0 .    .         !
 2003.3!                  *+                  !!         .   0.    .         !
 2003.4!                 * +                  !!         .  0 .    .         !
 2004.1!                  + *                 !!         .    . 0  .         !
 2004.2!                  *  +                !!         . 0  .    .         !
 2004.3!                   +*                 !!         .    0    .         !
 2004.4!                    *+                !!         .   0.    .         !
 2005.1!                    *+                !!         .   0.    .         !
 2005.2!                  *  +                !!         .0   .    .         !
 2005.3!                   +                  !!         .    0    .         !
 2005.4!                    +*                !!         .    .0   .         !
 2006.1!                     *+               !!         .    0    .         !
 2006.2!                    * +               !!         . 0  .    .         !
 2006.3!                   * +                !!         .  0 .    .         !
 2006.4!                  * +                 !!         . 0  .    .         !
 2007.1!                   +                  !!         .    0    .         !
 2007.2!                   *+                 !!         .  0 .    .         !
 2007.3!                   *+                 !!         .  0 .    .         !
 2007.4!               *    +                 !!        0.    .    .         !
 2008.1!                 +                    !!         .    0    .         !
 2008.2!                 * +                  !!         .  0 .    .         !
 2008.3!                  *+                  !!         .   0.    .         !
 2008.4!                  *+                  !!         .   0.    .         !
 2009.1!                   +                  !!         .   0.    .         !
 2009.2!                    +                 !!         .    0    .         !
 2009.3!                *    +                !!        0.    .    .         !
 2009.4!                * +                   !!         .  0 .    .         !
 2010.1!                  + *                 !!         .    .  0 .         !
 2010.2!               *     +                !!       0 .    .    .         !
 2010.3!                *+                    !!         .   0.    .         !
 2010.4!                 +                    !!         .    0    .         !
 2011.1!                 *+                   !!         .   0.    .         !
 2011.2!                 *+                   !!         .  0 .    .         !
 2011.3!                *+                    !!         .  0 .    .         !
 2011.4!                *+                    !!         .  0 .    .         !
 2012.1!               *+                     !!         .  0 .    .         !
 2012.2!             * +                      !!         . 0  .    .         !
 2012.3!              +*                      !!         .    . 0  .         !
 2012.4!                +*                    !!         .    .0   .         !


     24.07 percent of the residuals exceed 1 SE
      6.17 percent of the residuals exceed 2 SE
@EQ  1000 LAAPHSW C LAPHSW(-1) PPHSW;SMPL 1966.1 2012.4;OLS;EST 1000 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHSW=THPX$Q/SWPMM;                                                     
 GENR LAATHSW=LOG(AATHSW+.00001);                                             
 GENR LATHSW=LOG(ATHSW+.00001);                                               
 LHS AATHSW=EXP(LAATHSW)-.00001;                                              
  EQ 1001 LAATHSW C LATHSW(-1) PTHSW;                                         
EQUATION 834  LAATHSW  
   RHS     C  LATHSW(-1)  PTHSW  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  834 PLOT=0;END;                                                     

Equation number =  834
**********************

Dependent variable = LAATHSW 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.504763287

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.271666639       0.175165135  -1.55092     1.000000
12911 LATHSW  ( -1)       0.805480118       0.039309025  20.49097    -6.516599
12909 PTHSW   (  0)      -0.806334385       0.197735475  -4.07784     1.220468

SE of equation            =     0.342660844
Sum of squared residuals  =  21.7220439      -0.167181824E-10
Average absolute error    =     0.212421201
Sum of ABS residuals      =  39.9351857    
R squared                 =   0.87766
Durbin-Watson statistic   =   2.07255
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     *       +                        !!       0   .  .  .           !
 1966.2*     +                                !!         0 .  .  .           !
 1966.3! +             *                      !!           .  .  .       0   !
 1966.4!              +    *                  !!           .  .  0           !
 1967.1!                 +       *            !!           .  .  .   0       !
 1967.2!                      +  *            !!           .  . 0.           !
 1967.3!                      +*              !!           .  .0 .           !
 1967.4!                     +     *          !!           .  .  .0          !
 1968.1!      *                 +             !0           .  .  .           !
 1968.2!      * +                             !!           . 0.  .           !
 1968.3!     * +                              !!           .0 .  .           !
 1968.4!      *+                              !!           . 0.  .           !
 1969.1!     *+                               !!           . 0.  .           !
 1969.2!    * +                               !!           .0 .  .           !
 1969.3!     * +                              !!           .0 .  .           !
 1969.4!    *  +                              !!           0  .  .           !
 1970.1!    *  +                              !!           .0 .  .           !
 1970.2!    *   +                             !!           0  .  .           !
 1970.3!     *  +                             !!           0  .  .           !
 1970.4!    *   +                             !!           0  .  .           !
 1971.1!        +                *            !!           .  .  .           0
 1971.2!                         +*           !!           .  .0 .           !
 1971.3!                       *  +           !!           0  .  .           !
 1971.4!                        +*            !!           .  .0 .           !
 1972.1!                          +           !!           .  0  .           !
 1972.2!                          +   *       !!           .  .  0           !
 1972.3!                        *    +        !!         0 .  .  .           !
 1972.4!                        + *           !!           .  .0 .           !
 1973.1!             *          +             !!     0     .  .  .           !
 1973.2!             *+                       !!           . 0.  .           !
 1973.3!            * +                       !!           .0 .  .           !
 1973.4!         * +                          !!           . 0.  .           !
 1974.1!       +      *                       !!           .  .  .  0        !
 1974.2!           + *                        !!           .  .0 .           !
 1974.3!            +*                        !!           .  .0 .           !
 1974.4!              +     *                 !!           .  .  . 0         !
 1975.1!             *     +                  !!         0 .  .  .           !
 1975.2!               +  *                   !!           .  .  0           !
 1975.3!               *  +                   !!           0  .  .           !
 1975.4!                +  *                  !!           .  . 0.           !
 1976.1!                   *+                 !!           . 0.  .           !
 1976.2!                   +*                 !!           .  .0 .           !
 1976.3!                    +  *              !!           .  .  0           !
 1976.4!                     * +              !!           .0 .  .           !
 1977.1!                   *  +               !!           .0 .  .           !
 1977.2!                    + *               !!           .  . 0.           !
 1977.3!                    * +               !!           . 0.  .           !
 1977.4!                  *  +                !!           0  .  .           !
 1978.1!                   + *                !!           .  .0 .           !
 1978.2!                    * +               !!           . 0.  .           !
 1978.3!                    * +               !!           . 0.  .           !
 1978.4!                     + *              !!           .  . 0.           !
 1979.1!                     * +              !!           .0 .  .           !
 1979.2!                     +                !!           .  0  .           !
 1979.3!                      +               !!           .  0  .           !
 1979.4!                       +  *           !!           .  .  0           !
 1980.1!                     *    +           !!          0.  .  .           !
 1980.2!                   * +                !!           .0 .  .           !
 1980.3!                    + *               !!           .  . 0.           !
 1980.4!                    * +               !!           .0 .  .           !
 1981.1!                    +*                !!           .  .0 .           !
 1981.2!                    *+                !!           . 0.  .           !
 1981.3!                     +*               !!           .  .0 .           !
 1981.4!                       +              !!           .  0  .           !
 1982.1!                        +             !!           .  0  .           !
 1982.2!                       * +            !!           . 0.  .           !
 1982.3!                         +            !!           .  0  .           !
 1982.4!                       *  +           !!           .0 .  .           !
 1983.1!                        +             !!           .  0  .           !
 1983.2!                     *  +             !!           .0 .  .           !
 1983.3!                      +*              !!           .  0  .           !
 1983.4!                    *  +              !!           .0 .  .           !
 1984.1!                     + *              !!           .  .0 .           !
 1984.2!                     * +              !!           .0 .  .           !
 1984.3!                      +*              !!           .  .0 .           !
 1984.4!                        +*            !!           .  .0 .           !
 1985.1!                       * +            !!           .0 .  .           !
 1985.2!                     *  +             !!           .0 .  .           !
 1985.3!                       +*             !!           .  0  .           !
 1985.4!                        * +           !!           . 0.  .           !
 1986.1!                         *+           !!           . 0.  .           !
 1986.2!                         * +          !!           .0 .  .           !
 1986.3!                       *  +           !!           0  .  .           !
 1986.4!                         + *          !!           .  . 0.           !
 1987.1!                             +        !!           .  0  .           !
 1987.2!                           *  +       !!           0  .  .           !
 1987.3!                           * +        !!           .0 .  .           !
 1987.4!                            +*        !!           .  0  .           !
 1988.1!                            *+        !!           . 0.  .           !
 1988.2!                          * +         !!           . 0.  .           !
 1988.3!                          + *         !!           .  .0 .           !
 1988.4!                            +         !!           .  0  .           !
 1989.1!                            +*        !!           .  .0 .           !
 1989.2!                            +         !!           .  0  .           !
 1989.3!                            +*        !!           .  .0 .           !
 1989.4!                             +        !!           .  0  .           !
 1990.1!                             +*       !!           .  .0 .           !
 1990.2!                              +       !!           .  0  .           !
 1990.3!                               +*     !!           .  .0 .           !
 1990.4!                                *+    !!           . 0.  .           !
 1991.1!                                 +*   !!           .  .0 .           !
 1991.2!                                * +   !!           .0 .  .           !
 1991.3!                                +  *  !!           .  . 0.           !
 1991.4!                                  *+  !!           .  0  .           !
 1992.1!                                  +   !!           .  0  .           !
 1992.2!                                 *+   !!           . 0.  .           !
 1992.3!                                  +   !!           .  0  .           !
 1992.4!                                  +   !!           .  0  .           !
 1993.1!                                  +   !!           .  .0 .           !
 1993.2!                                 *+   !!           . 0.  .           !
 1993.3!                                +*    !!           .  .0 .           !
 1993.4!                                +     !!           .  0  .           !
 1994.1!                                +     !!           .  .0 .           !
 1994.2!                               *+     !!           . 0.  .           !
 1994.3!                               + *    !!           .  . 0.           !
 1994.4!                                 +*   !!           .  .0 .           !
 1995.1!                               * +    !!           .0 .  .           !
 1995.2!                              *+      !!           . 0.  .           !
 1995.3!                              +       !!           .  0  .           !
 1995.4!                               +      !!           .  0  .           !
 1996.1!                              +*      !!           .  .0 .           !
 1996.2!                            * +       !!           . 0.  .           !
 1996.3!                            +  *      !!           .  . 0.           !
 1996.4!                              +*      !!           .  .0 .           !
 1997.1!                             *+       !!           .  0  .           !
 1997.2!                            +*        !!           .  .0 .           !
 1997.3!                            +  *      !!           .  . 0.           !
 1997.4!                              +       !!           .  .0 .           !
 1998.1!                              +       !!           .  0  .           !
 1998.2!                              +       !!           .  0  .           !
 1998.3!                             +  *     !!           .  .  0           !
 1998.4!                                + *   !!           .  . 0.           !
 1999.1!                                *+    !!           .  0  .           !
 1999.2!                               + *    !!           .  .0 .           !
 1999.3!                                + *   !!           .  .0 .           !
 1999.4!                                 +  * !!           .  .  0           !
 2000.1!                                  +   *!           .  .  0           !
 2000.2!                                  * + !!           .0 .  .           !
 2000.3!                                 +*   !!           .  .0 .           !
 2000.4!                                 +*   !!           .  .0 .           !
 2001.1!                                 +*   !!           .  .0 .           !
 2001.2!                                 +*   !!           .  .0 .           !
 2001.3!                                 + *  !!           .  .0 .           !
 2001.4!                                * +   !!           . 0.  .           !
 2002.1!                               + *    !!           .  . 0.           !
 2002.2!                                +*    !!           .  0  .           !
 2002.3!                                + *   !!           .  .0 .           !
 2002.4!                                 +    !!           .  0  .           !
 2003.1!                                 +    !!           .  0  .           !
 2003.2!                                 +    !!           .  0  .           !
 2003.3!                                 + *  !!           .  .0 .           !
 2003.4!                                 * +  !!           . 0.  .           !
 2004.1!                                  +   !!           .  0  .           !
 2004.2!                                  +   !!           .  0  .           !
 2004.3!                                  +   !!           .  0  .           !
 2004.4!                                  +   !!           .  0  .           !
 2005.1!                                  +   !!           . 0.  .           !
 2005.2!                                 *+   !!           . 0.  .           !
 2005.3!                                 +*   !!           .  .0 .           !
 2005.4!                                 *+   !!           .  0  .           !
 2006.1!                                 + *  !!           .  .0 .           !
 2006.2!                                 *+   !!           . 0.  .           !
 2006.3!                                  +   !!           .  0  .           !
 2006.4!                                  + * !!           .  . 0.           !
 2007.1!                                    + !!           .  0  .           !
 2007.2!                                   *+ !!           . 0.  .           !
 2007.3!                                   +  !!           .  .0 .           !
 2007.4!                                   *+ !!           . 0.  .           !
 2008.1!                                  *+  !!           . 0.  .           !
 2008.2!                                  *+  !!           . 0.  .           !
 2008.3!                                  +*  !!           .  .0 .           !
 2008.4!                                   +  !!           .  0  .           !
 2009.1!                                  +*  !!           .  .0 .           !
 2009.2!                                  +   !!           .  0  .           !
 2009.3!                                  +*  !!           .  .0 .           !
 2009.4!                                  +   !!           .  0  .           !
 2010.1!                                 +*   !!           .  .0 .           !
 2010.2!                                 +*   !!           .  .0 .           !
 2010.3!                                 + *  !!           .  . 0.           !
 2010.4!                                  +*  !!           .  .0 .           !
 2011.1!                                  +*  !!           .  .0 .           !
 2011.2!                                  +*  !!           .  .0 .           !
 2011.3!                                  + * !!           .  .0 .           !
 2011.4!                                * +   !!           .0 .  .           !
 2012.1!                               + *    !!           .  .0 .           !
 2012.2!                                + *   !!           .  . 0.           !
 2012.3!                                 + *  !!           .  . 0.           !
 2012.4!                                 +    !!           .  0  .           !


     13.83 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHSW=CHPX$Q/SWPMM;                                                     
 GENR LAACHSW=LOG(AACHSW+.00001);                                             
 GENR LACHSW=LOG(ACHSW+.00001);                                               
 LHS AACHSW=EXP(LAACHSW)-.00001;                                              
  EQ 1002 LAACHSW C LACHSW(-1) PCHSW;                                         
EQUATION 835  LAACHSW  
   RHS     C  LACHSW(-1)  PCHSW  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  835 PLOT=0;END;                                                     

Equation number =  835
**********************

Dependent variable = LAACHSW 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.828015461

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.139504541       0.205203973   0.67983     1.000000
12914 LACHSW  ( -1)       0.941649297       0.030585452  30.78749    -4.852149
12912 PCHSW   (  0)      -0.346122059       0.239259922  -1.44664     1.151320

SE of equation            =     0.276118946
Sum of squared residuals  =  9.37772571      -0.826450020E-12
Average absolute error    =     0.197790339
Sum of ABS residuals      =  24.9215827    
R squared                 =   0.94008
Durbin-Watson statistic   =   2.43329
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!     +     *                          !!          .   .   .    0     !
 1981.4!     *     +                          !!      0   .   .   .          !
 1982.1!    *+                                !!          . 0 .   .          !
 1982.2!    +                                 !!          .  0.   .          !
 1982.3!    +  *                              !!          .   .   0          !
 1982.4!      *+                              !!          .  0.   .          !
 1983.1!  *   +                               !!       0  .   .   .          !
 1983.2!  + *                                 !!          .   .  0.          !
 1983.3!    +*                                !!          .   0   .          !
 1983.4!  *  +                                !!          0   .   .          !
 1984.1! * +                                  !!          . 0 .   .          !
 1984.2! +                                    !!          .   0   .          !
 1984.3! +     *                              !!          .   .   .   0      !
 1984.4!    * +                               !!          .0  .   .          !
 1985.1*    +                                 !!       0  .   .   .          !
 1985.2+ *                                    !!          .   . 0 .          !
 1985.3! +  *                                 !!          .   .   .0         !
 1985.4!     +*                               !!          .   . 0 .          !
 1986.1!  *    +                              !!       0  .   .   .          !
 1986.2!  +*                                  !!          .   .0  .          !
 1986.3!    + *                               !!          .   .  0.          !
 1986.4!      +*                              !!          .   .0  .          !
 1987.1!   *    +                             !!       0  .   .   .          !
 1987.2!     +                                !!          .   .0  .          !
 1987.3!       +*                             !!          .   . 0 .          !
 1987.4!        *+                            !!          . 0 .   .          !
 1988.1!      *  +                            !!          0   .   .          !
 1988.2!      *+                              !!          . 0 .   .          !
 1988.3!       +  *                           !!          .   .   0          !
 1988.4!        *  +                          !!          .0  .   .          !
 1989.1!      *  +                            !!         0.   .   .          !
 1989.2!      +                               !!          .  0.   .          !
 1989.3!       +   *                          !!          .   .   .0         !
 1989.4!      *    +                          !!      0   .   .   .          !
 1990.1!     * +                              !!          .0  .   .          !
 1990.2!      + *                             !!          .   . 0 .          !
 1990.3!        *+                            !!          .  0.   .          !
 1990.4!          +                           !!          .   0   .          !
 1991.1!      *    +                          !!       0  .   .   .          !
 1991.2!       *+                             !!          .  0.   .          !
 1991.3!        +      *                      !!          .   .   .      0   !
 1991.4!            *   +                     !!        0 .   .   .          !
 1992.1!        *    +                        !!       0  .   .   .          !
 1992.2!          +   *                       !!          .   .   .  0       !
 1992.3!              *+                      !!          . 0 .   .          !
 1992.4!              +*                      !!          .   .0  .          !
 1993.1!               +                      !!          .   0   .          !
 1993.2!              * +                     !!          . 0 .   .          !
 1993.3!               +    *                 !!          .   .   .  0       !
 1993.4!                    +                 !!          .   0   .          !
 1994.1!                *   +                 !!         0.   .   .          !
 1994.2!                + *                   !!          .   . 0 .          !
 1994.3!                  +  *                !!          .   .   .0         !
 1994.4!                      + *             !!          .   .  0.          !
 1995.1!              *         +             !0          .   .   .          !
 1995.2!               +*                     !!          .   . 0 .          !
 1995.3!                 +*                   !!          .   .0  .          !
 1995.4!                  +                   !!          .   0   .          !
 1996.1!            *      +                  !!     0    .   .   .          !
 1996.2!             +  *                     !!          .   .   .0         !
 1996.3!                 +*                   !!          .   .0  .          !
 1996.4!                 *+                   !!          . 0 .   .          !
 1997.1!               *  +                   !!          0   .   .          !
 1997.2!               + *                    !!          .   .  0.          !
 1997.3!                 +  *                 !!          .   .   0          !
 1997.4!                    +                 !!          .   0   .          !
 1998.1!                    +                 !!          .   .0  .          !
 1998.2!                  * +                 !!          .0  .   .          !
 1998.3!                  + *                 !!          .   . 0 .          !
 1998.4!                   *+                 !!          .  0.   .          !
 1999.1!                  *+                  !!          . 0 .   .          !
 1999.2!                * +                   !!          0   .   .          !
 1999.3!                +   *                 !!          .   .   . 0        !
 1999.4!                    +                 !!          .   .0  .          !
 2000.1!                  * +                 !!          .0  .   .          !
 2000.2!                  + *                 !!          .   .  0.          !
 2000.3!            *       +                 !!  0       .   .   .          !
 2000.4!            +         *               !!          .   .   .          0
 2001.1!                      +   *           !!          .   .   . 0        !
 2001.2!                      *  +            !!         0.   .   .          !
 2001.3!                     +*               !!          .   0   .          !
 2001.4!                     +                !!          .   0   .          !
 2002.1!                    *+                !!          .  0.   .          !
 2002.2!                    +  *              !!          .   .   0          !
 2002.3!                      + *             !!          .   . 0 .          !
 2002.4!                        +             !!          .   0   .          !
 2003.1!                        + *           !!          .   .  0.          !
 2003.2!                          +*          !!          .   .0  .          !
 2003.3!                          +           !!          .  0.   .          !
 2003.4!                          + *         !!          .   .  0.          !
 2004.1!                          * +         !!          .0  .   .          !
 2004.2!                           +*         !!          .   . 0 .          !
 2004.3!                            +*        !!          .   0   .          !
 2004.4!                             +        !!          .   0   .          !
 2005.1!                             +        !!          .   0   .          !
 2005.2!                             +*       !!          .   .0  .          !
 2005.3!                              + *     !!          .   .  0.          !
 2005.4!                               *+     !!          . 0 .   .          !
 2006.1!                              +*      !!          .   0   .          !
 2006.2!                               +*     !!          .   . 0 .          !
 2006.3!                                +*    !!          .   . 0 .          !
 2006.4!                                 +    !!          .   0   .          !
 2007.1!                                 +    !!          .   0   .          !
 2007.2!                                 +    !!          .   0   .          !
 2007.3!                                 + *  !!          .   .  0.          !
 2007.4!                                  *+  !!          . 0 .   .          !
 2008.1!                                  +   !!          .  0.   .          !
 2008.2!                                  +   !!          .   0   .          !
 2008.3!                                  +*  !!          .   . 0 .          !
 2008.4!                                   +* !!          .   .0  .          !
 2009.1!                                   *+ !!          .  0.   .          !
 2009.2!                                   +  !!          .   .0  .          !
 2009.3!                                   + *!!          .   . 0 .          !
 2009.4!                                   *+ !!          . 0 .   .          !
 2010.1!                                   +  !!          .   0   .          !
 2010.2!                                   +* !!          .   . 0 .          !
 2010.3!                                    + *!          .   .  0.          !
 2010.4!                                     *+!          . 0 .   .          !
 2011.1!                                   *+ !!          . 0 .   .          !
 2011.2!                                   +* !!          .   .0  .          !
 2011.3!                                    + *!          .   .  0.          !
 2011.4!                                     +!!          .  0.   .          !
 2012.1!                                   *+ !!          . 0 .   .          !
 2012.2!                                  +  *!!          .   .   0          !
 2012.3!                                    + *!          .   . 0 .          !
 2012.4!                                    *+!!          . 0 .   .          !


     23.81 percent of the residuals exceed 1 SE
      4.76 percent of the residuals exceed 2 SE
@@EQ 1003 LAAARSW C LAARSW(-1) PARSW;SMPL 2000.3 2012.4;OLS;EST 1003 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRSW=BRPX$Q/SWPMM;                                                     
 GENR LAABRSW=LOG(AABRSW+.00001);                                             
 GENR LABRSW=LOG(ABRSW+.00001);                                               
 LHS AABRSW=EXP(LAABRSW)-.00001;                                              
  EQ 1004 LAABRSW C LABRSW(-1) PBRSW;                                         
EQUATION 836  LAABRSW  
   RHS     C  LABRSW(-1)  PBRSW  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  836 PLOT=0;END;                                                     

Equation number =  836
**********************

Dependent variable = LAABRSW 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.489088909

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.748414956       0.438782846  -3.98469     1.000000
12917 LABRSW  ( -1)       0.623905413       0.070147077   8.89425    -5.484649
12915 PBRSW   (  0)      -0.322117544       0.205849889  -1.56482     0.989613

SE of equation            =     0.333661327
Sum of squared residuals  =  13.6935754       0.252500243E-10
Average absolute error    =     0.245824119
Sum of ABS residuals      =  30.9738389    
R squared                 =   0.39763
Durbin-Watson statistic   =   2.18710
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                 +  *                 !!           .  .0 .           !
 1981.4!                  +         *         !!           .  .  . 0         !
 1982.1!                       +     *        !!           .  .  0           !
 1982.2!                        +     *       !!           .  .  0           !
 1982.3!                        + *           !!           .  .0 .           !
 1982.4!                      +     *         !!           .  .  0           !
 1983.1!                       +    *         !!           .  . 0.           !
 1983.2!                      *+              !!           .  0  .           !
 1983.3!                  +       *           !!           .  .  .0          !
 1983.4!                     +        *       !!           .  .  . 0         !
 1984.1!                        +         *   !!           .  .  . 0         !
 1984.2!                           +          !!           .  0  .           !
 1984.3!                     +    *           !!           .  .  0           !
 1984.4!                     +         *      !!           .  .  . 0         !
 1985.1!                        +     *       !!           .  .  0           !
 1985.2!                     *  +             !!           .0 .  .           !
 1985.3!                   +*                 !!           .  .0 .           !
 1985.4!                  +        *          !!           .  .  . 0         !
 1986.1!                       *+             !!           .  0  .           !
 1986.2!                     +         *      !!           .  .  . 0         !
 1986.3!                         *+           !!           . 0.  .           !
 1986.4!                     +   *            !!           .  . 0.           !
 1987.1!                   *   +              !!           .0 .  .           !
 1987.2!                 * +                  !!           . 0.  .           !
 1987.3!              *  +                    !!           .0 .  .           !
 1987.4!               +    *                 !!           .  . 0.           !
 1988.1!               *   +                  !!           .0 .  .           !
 1988.2!                + *                   !!           .  .0 .           !
 1988.3!              *   +                   !!           .0 .  .           !
 1988.4!               + *                    !!           .  .0 .           !
 1989.1!              *  +                    !!           . 0.  .           !
 1989.2!               +  *                   !!           .  .0 .           !
 1989.3!                  + *                 !!           .  .0 .           !
 1989.4!              *     +                 !!           0  .  .           !
 1990.1!                 +*                   !!           .  .0 .           !
 1990.2!                *  +                  !!           . 0.  .           !
 1990.3!                  +*                  !!           .  .0 .           !
 1990.4!               *   +                  !!           .0 .  .           !
 1991.1!                 +   *                !!           .  . 0.           !
 1991.2!                    +*                !!           .  0  .           !
 1991.3!                   *+                 !!           . 0.  .           !
 1991.4!               *   +                  !!           .0 .  .           !
 1992.1!          *     +                     !!           0  .  .           !
 1992.2!        *    +                        !!           0  .  .           !
 1992.3!         *  +                         !!           . 0.  .           !
 1992.4!           * +                        !!           . 0.  .           !
 1993.1!          *  +                        !!           .0 .  .           !
 1993.2!          *  +                        !!           . 0.  .           !
 1993.3!       *     +                        !!           0  .  .           !
 1993.4!           + *                        !!           .  .0 .           !
 1994.1!   *          +                       !!        0  .  .  .           !
 1994.2!       *+                             !!           . 0.  .           !
 1994.3!           +      *                   !!           .  .  0           !
 1994.4!                 +       *            !!           .  .  .0          !
 1995.1!         *            +               !!       0   .  .  .           !
 1995.2!           *+                         !!           .  0  .           !
 1995.3!             *+                       !!           .  0  .           !
 1995.4!           *   +                      !!           .0 .  .           !
 1996.1!       *      +                       !!           0  .  .           !
 1996.2!        *  +                          !!           .0 .  .           !
 1996.3!         * +                          !!           . 0.  .           !
 1996.4!         *  +                         !!           .0 .  .           !
 1997.1!            +                         !!           .  0  .           !
 1997.2!           * +                        !!           . 0.  .           !
 1997.3!          * +                         !!           . 0.  .           !
 1997.4!       *    +                         !!           .0 .  .           !
 1998.1!           + *                        !!           .  .0 .           !
 1998.2!         *    +                       !!           .0 .  .           !
 1998.3!      *     +                         !!           0  .  .           !
 1998.4!          +     *                     !!           .  .  0           !
 1999.1!            *   +                     !!           .0 .  .           !
 1999.2!            * +                       !!           . 0.  .           !
 1999.3!              +                    *  !!           .  .  .      0    !
 1999.4!                  *         +         !!         0 .  .  .           !
 2000.1!                 + *                  !!           .  .0 .           !
 2000.2!                  +          *        !!           .  .  .  0        !
 2000.3!                        +             *!           .  .  .   0       !
 2000.4*                             +        !0           .  .  .           !
 2001.1!   * +                                !!           . 0.  .           !
 2001.2!     *  +                             !!           . 0.  .           !
 2001.3!         +      *                     !!           .  .  .0          !
 2001.4!         *      +                     !!          0.  .  .           !
 2002.1!       *   +                          !!           .0 .  .           !
 2002.2!     *    +                           !!           .0 .  .           !
 2002.3!          +     *                     !!           .  .  0           !
 2002.4!            *   +                     !!           .0 .  .           !
 2003.1!          *   +                       !!           .0 .  .           !
 2003.2!             +*                       !!           .  0  .           !
 2003.3!               +                      !!           .  0  .           !
 2003.4!               +       *              !!           .  .  .0          !
 2004.1!                      +           *   !!           .  .  .  0        !
 2004.2!            *              +          !!       0   .  .  .           !
 2004.3!              + *                     !!           .  .0 .           !
 2004.4!                +       *             !!           .  .  .0          !
 2005.1!                     +    *           !!           .  . 0.           !
 2005.2!                     *+               !!           . 0.  .           !
 2005.3!                  +*                  !!           .  0  .           !
 2005.4!                *+                    !!           . 0.  .           !
 2006.1!             *  +                     !!           . 0.  .           !
 2006.2!            *+                        !!           .  0  .           !
 2006.3!             +      *                 !!           .  .  0           !
 2006.4!                  +*                  !!           .  .0 .           !
 2007.1!               *  +                   !!           . 0.  .           !
 2007.2!               +  *                   !!           .  . 0.           !
 2007.3!                 + *                  !!           .  .0 .           !
 2007.4!                  +                   !!           .  0  .           !
 2008.1!           *    +                     !!           0  .  .           !
 2008.2!            +          *              !!           .  .  . 0         !
 2008.3!          *        +                  !!          0.  .  .           !
 2008.4!        * +                           !!           . 0.  .           !
 2009.1!        *  +                          !!           .0 .  .           !
 2009.2!          +                           !!           .  0  .           !
 2009.3!             + *                      !!           .  .0 .           !
 2009.4!    *          +                      !!        0  .  .  .           !
 2010.1!      * +                             !!           . 0.  .           !
 2010.2! *      +                             !!          0.  .  .           !
 2010.3!     +   *                            !!           .  . 0.           !
 2010.4!       *  +                           !!           .0 .  .           !
 2011.1!  *      +                            !!           0  .  .           !
 2011.2!     +  *                             !!           .  .0 .           !
 2011.3!        *+                            !!           .  0  .           !
 2011.4!         +     *                      !!           .  .  0           !
 2012.1!     *       +                        !!          0.  .  .           !
 2012.2!       +    *                         !!           .  .  0           !
 2012.3!     *      +                         !!           0  .  .           !
 2012.4!        +*                            !!           .  0  .           !


     26.19 percent of the residuals exceed 1 SE
      3.97 percent of the residuals exceed 2 SE
@EQ  1005 LAACESW C LACESW(-1) PCESW;SMPL 1966.1 2012.4;OLS;EST 1005 PLOT=0;EN
@EQ  1006 LAAMESW C LAMESW(-1) PMESW;SMPL 1966.1 2012.4;OLS;EST 1006 PLOT=0;EN
@EQ  1007 LAAPESW C LAPESW(-1) PPESW;SMPL 1981.3 2012.4;OLS;EST 1007 PLOT=0;EN
@@EQ 1008 LAATUSW C LATUSW(-1) PTUSW;SMPL 1992.3 2012.4;OLS;EST 1008 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDSW=PDPX$/SWPMM;                                                      
 GENR LAAPDSW=LOG(AAPDSW+.00001);                                             
 GENR LAPDSW=LOG(APDSW+.00001);                                               
 LHS AAPDSW=EXP(LAAPDSW)-.00001;                                              
  EQ 1009 LAAPDSW C LAPDSW(-1) PPDSW;                                         
EQUATION 837  LAAPDSW  
   RHS     C  LAPDSW(-1)  PPDSW  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  837 PLOT=0;END;                                                     

Equation number =  837
**********************

Dependent variable = LAAPDSW 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.424479630

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.046340199       0.138574684   0.33441     1.000000
12920 LAPDSW  ( -1)       0.931201114       0.032459074  28.68847    -4.436622
12918 PPDSW   (  0)      -0.294820645       0.164426660  -1.79302     1.151320

SE of equation            =     0.189547765
Sum of squared residuals  =  4.41918771       0.927613542E-11
Average absolute error    =     0.127663509
Sum of ABS residuals      =  16.0856022    
R squared                 =   0.93311
Durbin-Watson statistic   =   3.10865
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!  *      +                            !!     0    .   .   .          !
 1981.4!* +                                   !!          .0  .   .          !
 1982.1!+                                     !!          .  0.   .          !
 1982.2!+  *                                  !!          .   .   0          !
 1982.3*    +                                 !!        0 .   .   .          !
 1982.4+       *                              !!          .   .   .     0    !
 1983.1!*      +                              !!      0   .   .   .          !
 1983.2! +          *                         !!          .   .   .         0!
 1983.3! *         +                          !!0         .   .   .          !
 1983.4! +   *                                !!          .   .   . 0        !
 1984.1!     +*                               !!          .   . 0 .          !
 1984.2!      +*                              !!          .   .0  .          !
 1984.3!      +                               !!          .   0   .          !
 1984.4!     +   *                            !!          .   .   0          !
 1985.1!  *    +                              !!        0 .   .   .          !
 1985.2!  +   *                               !!          .   .   .0         !
 1985.3!      +                               !!          .   .0  .          !
 1985.4!      +  *                            !!          .   .   0          !
 1986.1!    *    +                            !!       0  .   .   .          !
 1986.2!     +                                !!          .   0   .          !
 1986.3!  *  +                                !!          0   .   .          !
 1986.4!   +    *                             !!          .   .   . 0        !
 1987.1!    *    +                            !!       0  .   .   .          !
 1987.2!     +           *                    !!          .   .   .          0
 1987.3!     *           +                    !0          .   .   .          !
 1987.4!       + *                            !!          .   .  0.          !
 1988.1!        * +                           !!          . 0 .   .          !
 1988.2!        *+                            !!          .  0.   .          !
 1988.3!     *   +                            !!         0.   .   .          !
 1988.4!      +*                              !!          .   .0  .          !
 1989.1!      * +                             !!          .0  .   .          !
 1989.2!      +                               !!          .  0.   .          !
 1989.3!    *  +                              !!          .0  .   .          !
 1989.4!     + *                              !!          .   .  0.          !
 1990.1!      *  +                            !!          0   .   .          !
 1990.2!       + *                            !!          .   .  0.          !
 1990.3!       *  +                           !!          0   .   .          !
 1990.4!         +   *                        !!          .   .   .0         !
 1991.1!           *  +                       !!          .0  .   .          !
 1991.2!            +                         !!          .  0.   .          !
 1991.3!         *   +                        !!          0   .   .          !
 1991.4!          +  *                        !!          .   .   0          !
 1992.1!        *     +                       !!      0   .   .   .          !
 1992.2!        *+                            !!          .  0.   .          !
 1992.3!          +                           !!          .   .0  .          !
 1992.4!       *   +                          !!         0.   .   .          !
 1993.1!        +                             !!          .   0   .          !
 1993.2!       * +                            !!          . 0 .   .          !
 1993.3!       *+                             !!          . 0 .   .          !
 1993.4!       +  *                           !!          .   .   0          !
 1994.1!          *+                          !!          .  0.   .          !
 1994.2!          +*                          !!          .   .0  .          !
 1994.3!            +                         !!          .   .0  .          !
 1994.4!            *+                        !!          .  0.   .          !
 1995.1!            *+                        !!          .  0.   .          !
 1995.2!             +*                       !!          .   .0  .          !
 1995.3!              +                       !!          .  0.   .          !
 1995.4!              +*                      !!          .   0   .          !
 1996.1!            *  +                      !!          0   .   .          !
 1996.2!            *+                        !!          .  0.   .          !
 1996.3!             +*                       !!          .   .0  .          !
 1996.4!             * +                      !!          . 0 .   .          !
 1997.1!            * +                       !!          . 0 .   .          !
 1997.2!            +                         !!          .  0.   .          !
 1997.3!           *+                         !!          .  0.   .          !
 1997.4!           +  *                       !!          .   .  0.          !
 1998.1!              +                       !!          .   0   .          !
 1998.2!             *+                       !!          .  0.   .          !
 1998.3!            * +                       !!          . 0 .   .          !
 1998.4!             +                        !!          .   0   .          !
 1999.1!            *+                        !!          . 0 .   .          !
 1999.2!            +                         !!          .   0   .          !
 1999.3!           * +                        !!          .0  .   .          !
 1999.4!           +  *                       !!          .   .   0          !
 2000.1!              *+                      !!          .  0.   .          !
 2000.2!             +                        !!          .  0.   .          !
 2000.3!             +*                       !!          .   .0  .          !
 2000.4!              +  *                    !!          .   .   .0         !
 2001.1!                 +                    !!          .   0   .          !
 2001.2!                 +                    !!          .   .0  .          !
 2001.3!                 + *                  !!          .   . 0 .          !
 2001.4!                  +*                  !!          .   .0  .          !
 2002.1!                  +  *                !!          .   .   0          !
 2002.2!                     +*               !!          .   . 0 .          !
 2002.3!                      + *             !!          .   .  0.          !
 2002.4!                       + *            !!          .   . 0 .          !
 2003.1!                        + *           !!          .   . 0 .          !
 2003.2!                          + *         !!          .   . 0 .          !
 2003.3!                           +*         !!          .   .0  .          !
 2003.4!                            +*        !!          .   . 0 .          !
 2004.1!                             +*       !!          .   .0  .          !
 2004.2!                              +       !!          .   .0  .          !
 2004.3!                              +*      !!          .   .0  .          !
 2004.4!                               +*     !!          .   . 0 .          !
 2005.1!                              * +     !!          . 0 .   .          !
 2005.2!                              +       !!          .   0   .          !
 2005.3!                             *+       !!          .  0.   .          !
 2005.4!                             +  *     !!          .   .  0.          !
 2006.1!                               + *    !!          .   . 0 .          !
 2006.2!                                 +*   !!          .   . 0 .          !
 2006.3!                                 *+   !!          . 0 .   .          !
 2006.4!                                 + *  !!          .   .  0.          !
 2007.1!                                  *+  !!          .   0   .          !
 2007.2!                                  +   !!          .   0   .          !
 2007.3!                                 *+   !!          .  0.   .          !
 2007.4!                                 +   *!!          .   .   0          !
 2008.1!                                     +*!          .   . 0 .          !
 2008.2!                                      +!          .   0   .          !
 2008.3!                                     *+!          .  0.   .          !
 2008.4!                                   *+ !!          .  0.   .          !
 2009.1!                                   +  !!          .   0   .          !
 2009.2!                                  +*  !!          .   0   .          !
 2009.3!                                   +  !!          .   0   .          !
 2009.4!                                   +* !!          .   . 0 .          !
 2010.1!                                   *+ !!          .  0.   .          !
 2010.2!                                   +* !!          .   .0  .          !
 2010.3!                                   +  !!          .  0.   .          !
 2010.4!                                   + *!!          .   .  0.          !
 2011.1!                                   *+ !!          .  0.   .          !
 2011.2!                                   + *!!          .   .  0.          !
 2011.3!                                  *  +!!          .0  .   .          !
 2011.4!                                  +*  !!          .   .0  .          !
 2012.1!                                  *+  !!          .  0.   .          !
 2012.2!                                 + *  !!          .   .0  .          !
 2012.3!                                  +   !!          .   0   .          !
 2012.4!                                 + *  !!          .   .0  .          !


     21.43 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
@@EQ 1010 LAARUSW C LARUSW(-1) PRUSW;SMPL 1992.3 2012.4;OLS;EST 1010 PLOT=0;EN
@@EQ 1011 LAAUESW C LAUESW(-1) PUESW;SMPL 1995.3 2012.4;OLS;EST 1011 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PEGSW=EGPX$/SWPMM;                                                      
 GENR LAAEGSW=LOG(AAEGSW+.00001);                                             
 GENR LAEGSW=LOG(AEGSW+.00001);                                               
 LHS AAEGSW=EXP(LAAEGSW)-.00001;                                              
  EQ 1012 LAAEGSW C LAEGSW(-1) PEGSW;                                         
EQUATION 838  LAAEGSW  
   RHS     C  LAEGSW(-1)  PEGSW  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  838 PLOT=0;END;                                                     

Equation number =  838
**********************

Dependent variable = LAAEGSW 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -9.307552776

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.981176505       0.760553956  -3.91974     1.000000
12923 LAEGSW  ( -1)       0.567036596       0.073558262   7.70867    -9.313005
12921 PEGSW   (  0)      -0.908141751       0.467213456  -1.94374     1.151320

SE of equation            =     0.721100154
Sum of squared residuals  =  63.9582082       0.539461809E-10
Average absolute error    =     0.488632530
Sum of ABS residuals      =  61.5676988    
R squared                 =   0.38008
Durbin-Watson statistic   =   2.06949
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!              * +                     !!          .  0.   .          !
 1981.4!              +                       !!          .   0   .          !
 1982.1!  *          +                        !!       0  .   .   .          !
 1982.2!  *    +                              !!          .0  .   .          !
 1982.3!       +                   *          !!          .   .   .       0  !
 1982.4! *                   +                !!  0       .   .   .          !
 1983.1!    * +                               !!          .  0.   .          !
 1983.2!    *   +                             !!          . 0 .   .          !
 1983.3!        +         *                   !!          .   .   .  0       !
 1983.4!               +    *                 !!          .   .  0.          !
 1984.1!                +                     !!          .   0   .          !
 1984.2!              +*                      !!          .   0   .          !
 1984.3!             + *                      !!          .   .0  .          !
 1984.4!             +    *                   !!          .   .  0.          !
 1985.1!            * +                       !!          .  0.   .          !
 1985.2!           +  *                       !!          .   . 0 .          !
 1985.3!             +*                       !!          .   .0  .          !
 1985.4!              +  *                    !!          .   .0  .          !
 1986.1!              * +                     !!          .  0.   .          !
 1986.2!             * +                      !!          .  0.   .          !
 1986.3!       *      +                       !!          0   .   .          !
 1986.4!           +   *                      !!          .   . 0 .          !
 1987.1!                +    *                !!          .   .  0.          !
 1987.2!                   +  *               !!          .   .0  .          !
 1987.3!                    +                 !!          .   0   .          !
 1987.4!                   +     *            !!          .   .  0.          !
 1988.1!                      +*              !!          .   .0  .          !
 1988.2!                     +*               !!          .   0   .          !
 1988.3!                    + *               !!          .   .0  .          !
 1988.4!                 *  +                 !!          . 0 .   .          !
 1989.1!                 +*                   !!          .   .0  .          !
 1989.2!                  +*                  !!          .   .0  .          !
 1989.3!                  +                   !!          .   0   .          !
 1989.4!                 *+                   !!          .  0.   .          !
 1990.1!                *+                    !!          .  0.   .          !
 1990.2!                 +*                   !!          .   .0  .          !
 1990.3!                   +                  !!          .   0   .          !
 1990.4!                   *+                 !!          .  0.   .          !
 1991.1!                  *+                  !!          .  0.   .          !
 1991.2!                 *+                   !!          .  0.   .          !
 1991.3!                 + *                  !!          .   .0  .          !
 1991.4!                 * +                  !!          .  0.   .          !
 1992.1! *                +                   !!    0     .   .   .          !
 1992.2! *       +                            !!         0.   .   .          !
 1992.3!*        +                            !!        0 .   .   .          !
 1992.4!        +                   *         !!          .   .   .        0 !
 1993.1!   *                    +             !! 0        .   .   .          !
 1993.2*         +                            !!        0 .   .   .          !
 1993.3!*     +                               !!          0   .   .          !
 1993.4!       +                *             !!          .   .   .     0    !
 1994.1!             *      +                 !!          0   .   .          !
 1994.2!               +*                     !!          .   .0  .          !
 1994.3!                 +   *                !!          .   . 0 .          !
 1994.4!               *   +                  !!          . 0 .   .          !
 1995.1!               *+                     !!          .  0.   .          !
 1995.2!                +  *                  !!          .   .0  .          !
 1995.3!              *    +                  !!          .0  .   .          !
 1995.4!              * +                     !!          .  0.   .          !
 1996.1!               *+                     !!          .   0   .          !
 1996.2!              * +                     !!          .  0.   .          !
 1996.3!               *+                     !!          .  0.   .          !
 1996.4!              * +                     !!          .  0.   .          !
 1997.1!               *+                     !!          .  0.   .          !
 1997.2!              * +                     !!          .  0.   .          !
 1997.3!              *+                      !!          .  0.   .          !
 1997.4!              *+                      !!          .  0.   .          !
 1998.1!            *  +                      !!          . 0 .   .          !
 1998.2!             *+                       !!          .   0   .          !
 1998.3!          *    +                      !!          .0  .   .          !
 1998.4!             +*                       !!          .   0   .          !
 1999.1!       *       +                      !!         0.   .   .          !
 1999.2!       *   +                          !!          .0  .   .          !
 1999.3!           +                          !!          .   0   .          !
 1999.4!            *+                        !!          .  0.   .          !
 2000.1!              +                       *!          .   .   .          0
 2000.2!                            +         *!          .   .   . 0        !
 2000.3!                            +        *!!          .   .   . 0        !
 2000.4!                           +          *!          .   .   .  0       !
 2001.1!            *               +         !!    0     .   .   .          !
 2001.2!            *+                        !!          .  0.   .          !
 2001.3!           * +                        !!          .  0.   .          !
 2001.4!          * +                         !!          .  0.   .          !
 2002.1!        *   +                         !!          . 0 .   .          !
 2002.2!        *  +                          !!          . 0 .   .          !
 2002.3!        *   +                         !!          . 0 .   .          !
 2002.4!       *   +                          !!          .0  .   .          !
 2003.1!            +              *          !!          .   .   .     0    !
 2003.2!                       +   *          !!          .   . 0 .          !
 2003.3!                       +  *           !!          .   . 0 .          !
 2003.4!                       +  *           !!          .   . 0 .          !
 2004.1!       *               +              !!    0     .   .   .          !
 2004.2!       *    +                         !!          .0  .   .          !
 2004.3!       *    +                         !!          .0  .   .          !
 2004.4!       *     +                        !!          .0  .   .          !
 2005.1!             +                        !!          .   0   .          !
 2005.2!              * +                     !!          .  0.   .          !
 2005.3!                +         *           !!          .   .   . 0        !
 2005.4!                  *    +              !!          .0  .   .          !
 2006.1!                   +      *           !!          .   .   0          !
 2006.2!                       +              !!          .   0   .          !
 2006.3!                      + *             !!          .   .0  .          !
 2006.4!                      +    *          !!          .   .  0.          !
 2007.1!       *                +             !!   0      .   .   .          !
 2007.2!        *    +                        !!          .0  .   .          !
 2007.3!       *      +                       !!          0   .   .          !
 2007.4!       *     +                        !!          0   .   .          !
 2008.1!             +           *            !!          .   .   .  0       !
 2008.2!                     *  +             !!          . 0 .   .          !
 2008.3!                     +*               !!          .   0   .          !
 2008.4!                    *+                !!          .  0.   .          !
 2009.1!                    +       *         !!          .   .   .0         !
 2009.2!                         +     *      !!          .   .   0          !
 2009.3!                          +      *    !!          .   .   0          !
 2009.4!                            + *       !!          .   .0  .          !
 2010.1!                          +      *    !!          .   .   0          !
 2010.2!                           + *        !!          .   .0  .          !
 2010.3!                         +   *        !!          .   .  0.          !
 2010.4!                         +  *         !!          .   . 0 .          !
 2011.1!                        +    *        !!          .   .  0.          !
 2011.2!                         +  *         !!          .   . 0 .          !
 2011.3!                         + *          !!          .   . 0 .          !
 2011.4!                        +  *          !!          .   .0  .          !
 2012.1!                        + *           !!          .   . 0 .          !
 2012.2!                       +     *        !!          .   .   0          !
 2012.3!                         + *          !!          .   .0  .          !
 2012.4!                       + *            !!          .   .0  .          !


     20.63 percent of the residuals exceed 1 SE
      8.73 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PISSW=ISPX$/SWPMM;                                                      
 GENR LAAISSW=LOG(AAISSW+.00001);                                             
 GENR LAISSW=LOG(AISSW+.00001);                                               
 LHS AAISSW=EXP(LAAISSW)-.00001;                                              
  EQ 1013 LAAISSW C LAISSW(-1) PISSW;                                         
EQUATION 839  LAAISSW  
   RHS     C  LAISSW(-1)  PISSW  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  839 PLOT=0;END;                                                     

Equation number =  839
**********************

Dependent variable = LAAISSW 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.411845576

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.944201684       0.344056971  -2.74432     1.000000
12926 LAISSW  ( -1)       0.835200961       0.040774634  20.48335    -6.406271
12924 PISSW   (  0)      -0.110419641       0.211725697  -0.52152     1.060681

SE of equation            =     0.240121685
Sum of squared residuals  =  10.6668083      -0.455795401E-10
Average absolute error    =     0.186159077
Sum of ABS residuals      =  34.9979065    
R squared                 =   0.69419
Durbin-Watson statistic   =   2.30053
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!          *    +                      !!         0.   .   .          !
 1966.2!          +  *                        !!          .   .  0.          !
 1966.3!        *   +                         !!          0   .   .          !
 1966.4!        +   *                         !!          .   .   0          !
 1967.1!    *      +                          !!       0  .   .   .          !
 1967.2!     + *                              !!          .   . 0 .          !
 1967.3!       +              *               !!          .   .   .          0
 1967.4!                  * +                 !!          . 0 .   .          !
 1968.1!         *      +                     !!       0  .   .   .          !
 1968.2!         +      *                     !!          .   .   .  0       !
 1968.3!              +          *            !!          .   .   .      0   !
 1968.4!                     *+               !!          .  0.   .          !
 1969.1!                *  +                  !!          .0  .   .          !
 1969.2!               +      *               !!          .   .   .  0       !
 1969.3!                    +        *        !!          .   .   .    0     !
 1969.4!                         +            *!          .   .   .        0 !
 1970.1!                        *        +    !!     0    .   .   .          !
 1970.2!                     +     *          !!          .   .   . 0        !
 1970.3!                        +     *       !!          .   .   . 0        !
 1970.4!                      *    +          !!         0.   .   .          !
 1971.1!                    +     *           !!          .   .   . 0        !
 1971.2!                       +    *         !!          .   .   .0         !
 1971.3!                         +*           !!          .   .0  .          !
 1971.4!                       + *            !!          .   . 0 .          !
 1972.1!                      +     *         !!          .   .   . 0        !
 1972.2!                         + *          !!          .   . 0 .          !
 1972.3!                        +      *      !!          .   .   .  0       !
 1972.4!                         * +          !!          . 0 .   .          !
 1973.1!                *      +              !!        0 .   .   .          !
 1973.2!            *  +                      !!          0   .   .          !
 1973.3!    *      +                          !!      0   .   .   .          !
 1973.4!    +                                 !!          .   0   .          !
 1974.1!     +      *                         !!          .   .   .  0       !
 1974.2!         *  +                         !!          .0  .   .          !
 1974.3!     *   +                            !!         0.   .   .          !
 1974.4!      + *                             !!          .   . 0 .          !
 1975.1!        +     *                       !!          .   .   . 0        !
 1975.2!              +                       !!          .   0   .          !
 1975.3!            *+                        !!          . 0 .   .          !
 1975.4!            +   *                     !!          .   .   0          !
 1976.1!               +  *                   !!          .   .  0.          !
 1976.2!               * +                    !!          . 0 .   .          !
 1976.3!             *+                       !!          .  0.   .          !
 1976.4!             +*                       !!          .   .0  .          !
 1977.1!             +*                       !!          .   .0  .          !
 1977.2!             +                        !!          .   0   .          !
 1977.3!            + *                       !!          .   . 0 .          !
 1977.4!       *     +                        !!        0 .   .   .          !
 1978.1!       +       *                      !!          .   .   .  0       !
 1978.2!            *+                        !!          .  0.   .          !
 1978.3!           +   *                      !!          .   .   0          !
 1978.4!            * +                       !!          . 0 .   .          !
 1979.1!           +*                         !!          .   0   .          !
 1979.2!          *+                          !!          . 0 .   .          !
 1979.3!         +*                           !!          .   0   .          !
 1979.4!         +   *                        !!          .   .   0          !
 1980.1!       *     +                        !!        0 .   .   .          !
 1980.2!     * +                              !!          . 0 .   .          !
 1980.3!      +       *                       !!          .   .   .    0     !
 1980.4!           * +                        !!          . 0 .   .          !
 1981.1!          *+                          !!          .   0   .          !
 1981.2!          +*                          !!          .   .0  .          !
 1981.3!          +                           !!          .   0   .          !
 1981.4!       *  +                           !!          .0  .   .          !
 1982.1!       +   *                          !!          .   .   0          !
 1982.2!         *+                           !!          . 0 .   .          !
 1982.3!         +*                           !!          .   .0  .          !
 1982.4!      *   +                           !!          .0  .   .          !
 1983.1!    *  +                              !!          .0  .   .          !
 1983.2!     +*                               !!          .   . 0 .          !
 1983.3!     * +                              !!          . 0 .   .          !
 1983.4!     +                                !!          .   0   .          !
 1984.1! *    +                               !!         0.   .   .          !
 1984.2! *+                                   !!          .  0.   .          !
 1984.3! *+                                   !!          .  0.   .          !
 1984.4!  + *                                 !!          .   . 0 .          !
 1985.1!     +  *                             !!          .   .   0          !
 1985.2!       *+                             !!          . 0 .   .          !
 1985.3!  *    +                              !!         0.   .   .          !
 1985.4!   +*                                 !!          .   .0  .          !
 1986.1!     + *                              !!          .   . 0 .          !
 1986.2!       +  *                           !!          .   . 0 .          !
 1986.3!         *+                           !!          .  0.   .          !
 1986.4!      *  +                            !!          .0  .   .          !
 1987.1!     * +                              !!          . 0 .   .          !
 1987.2!    * +                               !!          . 0 .   .          !
 1987.3!     +   *                            !!          .   .   .0         !
 1987.4!    *     +                           !!        0 .   .   .          !
 1988.1!    *+                                !!          .  0.   .          !
 1988.2!  *  +                                !!          .0  .   .          !
 1988.3!   +  *                               !!          .   .   0          !
 1988.4!   *   +                              !!          0   .   .          !
 1989.1!    +   *                             !!          .   .   0          !
 1989.2!        + *                           !!          .   . 0 .          !
 1989.3!       *  +                           !!          .0  .   .          !
 1989.4!     *  +                             !!          . 0 .   .          !
 1990.1!  *   +                               !!          0   .   .          !
 1990.2! * +                                  !!          . 0 .   .          !
 1990.3!  +        *                          !!          .   .   .    0     !
 1990.4!      *    +                          !!         0.   .   .          !
 1991.1!   *   +                              !!          .0  .   .          !
 1991.2!    +                                 !!          .   0   .          !
 1991.3!   * +                                !!          . 0 .   .          !
 1991.4!    +                                 !!          .   0   .          !
 1992.1!   * +                                !!          . 0 .   .          !
 1992.2!    + *                               !!          .   . 0 .          !
 1992.3!       +                              !!          .   0   .          !
 1992.4!  *    +                              !!         0.   .   .          !
 1993.1!   + *                                !!          .   .0  .          !
 1993.2!*    +                                !!         0.   .   .          !
 1993.3! +      *                             !!          .   .   .  0       !
 1993.4! *      +                             !!       0  .   .   .          !
 1994.1!  +  *                                !!          .   . 0 .          !
 1994.2!     +*                               !!          .   .0  .          !
 1994.3!       +    *                         !!          .   .   .0         !
 1994.4!      *    +                          !!         0.   .   .          !
 1995.1!      +*                              !!          .   0   .          !
 1995.2!       + *                            !!          .   . 0 .          !
 1995.3!         + *                          !!          .   . 0 .          !
 1995.4!        * +                           !!          .0  .   .          !
 1996.1!      * +                             !!          .  0.   .          !
 1996.2!       + *                            !!          .   . 0 .          !
 1996.3!         +    *                       !!          .   .   0          !
 1996.4!             +                        !!          .   0   .          !
 1997.1!        *   +                         !!          0   .   .          !
 1997.2!       *+                             !!          . 0 .   .          !
 1997.3!       + *                            !!          .   . 0 .          !
 1997.4!         +   *                        !!          .   .   0          !
 1998.1!         *  +                         !!          .0  .   .          !
 1998.2!         +   *                        !!          .   .   0          !
 1998.3!            +                         !!          .   0   .          !
 1998.4!      *    +                          !!         0.   .   .          !
 1999.1!      *+                              !!          .  0.   .          !
 1999.2!      +*                              !!          .   .0  .          !
 1999.3!      *+                              !!          . 0 .   .          !
 1999.4!      +   *                           !!          .   .   0          !
 2000.1!          +                           !!          .   0   .          !
 2000.2!          +                           !!          .   .0  .          !
 2000.3!          +  *                        !!          .   .  0.          !
 2000.4!           *+                         !!          .  0.   .          !
 2001.1!          +   *                       !!          .   .  0.          !
 2001.2!            +                         !!          .   0   .          !
 2001.3!         *  +                         !!          . 0 .   .          !
 2001.4!         +  *                         !!          .   .  0.          !
 2002.1!       *   +                          !!          0   .   .          !
 2002.2!     * +                              !!          . 0 .   .          !
 2002.3!      +*                              !!          .   . 0 .          !
 2002.4!       + *                            !!          .   . 0 .          !
 2003.1!     *   +                            !!          0   .   .          !
 2003.2!   *  +                               !!          .0  .   .          !
 2003.3!    +*                                !!          .   .0  .          !
 2003.4!*     +                               !!        0 .   .   .          !
 2004.1!*+                                    !!          .  0.   .          !
 2004.2!  +   *                               !!          .   .   0          !
 2004.3!   *  +                               !!          .0  .   .          !
 2004.4!    +  *                              !!          .   .  0.          !
 2005.1!      * +                             !!          . 0 .   .          !
 2005.2!      +                               !!          .   0   .          !
 2005.3!       +                              !!          .   .0  .          !
 2005.4!     *  +                             !!          .0  .   .          !
 2006.1!   *  +                               !!          .0  .   .          !
 2006.2!   *+                                 !!          .  0.   .          !
 2006.3!  * +                                 !!          . 0 .   .          !
 2006.4!   +*                                 !!          .   .0  .          !
 2007.1!     +                                !!          .   0   .          !
 2007.2!     +*                               !!          .   .0  .          !
 2007.3!      *+                              !!          .  0.   .          !
 2007.4!   *   +                              !!          0   .   .          !
 2008.1! *  +                                 !!          . 0 .   .          !
 2008.2!   + *                                !!          .   . 0 .          !
 2008.3!      +*                              !!          .   . 0 .          !
 2008.4! *      +                             !!       0  .   .   .          !
 2009.1!  + *                                 !!          .   .  0.          !
 2009.2!*    +                                !!         0.   .   .          !
 2009.3! + *                                  !!          .   . 0 .          !
 2009.4! *  +                                 !!          .0  .   .          !
 2010.1!  +*                                  !!          .   .0  .          !
 2010.2!    +                                 !!          .   0   .          !
 2010.3!    +                                 !!          .  0.   .          !
 2010.4!    + *                               !!          .   .0  .          !
 2011.1!  *   +                               !!          0   .   .          !
 2011.2!   +   *                              !!          .   .   0          !
 2011.3!  *     +                             !!         0.   .   .          !
 2011.4!   + *                                !!          .   .0  .          !
 2012.1!   * +                                !!          . 0 .   .          !
 2012.2!*   +                                 !!          0   .   .          !
 2012.3* +                                    !!          . 0 .   .          !
 2012.4* +                                    !!          . 0 .   .          !


     29.79 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
@EQ  1014 LAAKESW C LAKESW(-1) PKESW;SMPL 1966.1 2012.4;OLS;EST 1014 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBASW=BAPX$/SWPMM;                                                      
 GENR LAABASW=LOG(AABASW+.00001);                                             
 GENR LABASW=LOG(ABASW+.00001);                                               
 LHS AABASW=EXP(LAABASW)-.00001;                                              
  EQ 1015 LAABASW C LABASW(-1) PBASW;                                         
EQUATION 840  LAABASW  
   RHS     C  LABASW(-1)  PBASW  
 SMPL 1979.4 2012.4;                                                          
Sample period is now  1979.4 to  2012.4 Internally:   112 to   244
 OLS;EST  840 PLOT=0;END;                                                     

Equation number =  840
**********************

Dependent variable = LAABASW 

 1979.4 -   2012.4,    0 missing obs.,  133 obs. used.

Mean of dependent variable       -7.793294201

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.339904006       0.172616728  -1.96913     1.000000
12929 LABASW  ( -1)       0.930065728       0.032175926  28.90564    -7.826199
12927 PBASW   (  0)      -0.130971095       0.113220936  -1.15677     1.332437

SE of equation            =     0.308879356
Sum of squared residuals  =  12.4028394       0.326405569E-11
Average absolute error    =     0.246610410
Sum of ABS residuals      =  32.7991845    
R squared                 =   0.94003
Durbin-Watson statistic   =   2.89749
SMPL and No. Obs.         = 1979.4   2012.4    133

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.4! *   +                                !!     0   .    .    .         !
 1980.1*  +                                   !!       0 .    .    .         !
 1980.2!+                                     !!         .   0.    .         !
 1980.3! +   *                                !!         .    .    .   0     !
 1980.4!    * +                               !!         0    .    .         !
 1981.1!   * +                                !!         .0   .    .         !
 1981.2!     +*                               !!         .    .   0.         !
 1981.3!        +  *                          !!         .    .    .  0      !
 1981.4!            +*                        !!         .    .   0.         !
 1982.1!              +*                      !!         .    .0   .         !
 1982.2!               + *                    !!         .    .  0 .         !
 1982.3!           *     +                    !!0        .    .    .         !
 1982.4!        *   +                         !!     0   .    .    .         !
 1983.1!         +  *                         !!         .    .    . 0       !
 1983.2!         *   +                        !!   0     .    .    .         !
 1983.3!          +*                          !!         .    .   0.         !
 1983.4!          * +                         !!         0    .    .         !
 1984.1!           + *                        !!         .    .    .0        !
 1984.2!           * +                        !!        0.    .    .         !
 1984.3!           +  *                       !!         .    .    . 0       !
 1984.4!           *  +                       !!       0 .    .    .         !
 1985.1!           +   *                      !!         .    .    .    0    !
 1985.2!              +                       !!         .  0 .    .         !
 1985.3!              +   *                   !!         .    .    .    0    !
 1985.4!                *  +                  !!       0 .    .    .         !
 1986.1!                + *                   !!         .    .  0 .         !
 1986.2!              *   +                   !!   0     .    .    .         !
 1986.3!              +    *                  !!         .    .    .     0   !
 1986.4!                *   +                 !!      0  .    .    .         !
 1987.1!                 +   *                !!         .    .    .    0    !
 1987.2!                      +*              !!         .    .   0.         !
 1987.3!                       *+             !!         .  0 .    .         !
 1987.4!                      *+              !!         .0   .    .         !
 1988.1!                      +*              !!         .    . 0  .         !
 1988.2!                    *  +              !!       0 .    .    .         !
 1988.3!                     + *              !!         .    .    0         !
 1988.4!                 *     +              !! 0       .    .    .         !
 1989.1!                  +*                  !!         .    .  0 .         !
 1989.2!               *    +                 !!    0    .    .    .         !
 1989.3!                +      *              !!         .    .    .         0
 1989.4!                    *  +              !!       0 .    .    .         !
 1990.1!                     + *              !!         .    .   0.         !
 1990.2!                       +*             !!         .    . 0  .         !
 1990.3!                        +*            !!         .    .0   .         !
 1990.4!                     *   +            !!     0   .    .    .         !
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 1992.3!                       +*             !!         .    . 0  .         !
 1992.4!                     *  +             !!       0 .    .    .         !
 1993.1!                      +               !!         .    .0   .         !
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 1993.3!                    + *               !!         .    .    . 0       !
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 1994.1!                   *   +              !!     0   .    .    .         !
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 1995.3!                      +   *           !!         .    .    .  0      !
 1995.4!                        * +           !!        0.    .    .         !
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 1996.3!                         + *          !!         .    .  0 .         !
 1996.4!                        *  +          !!       0 .    .    .         !
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 1997.3!                        + *           !!         .    .  0 .         !
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 1998.1!                           +          !!         .   0.    .         !
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 2001.4!                             *  +     !!      0  .    .    .         !
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 2003.4!                                * +   !!         .0   .    .         !
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 2004.4!                                *  +  !!       0 .    .    .         !
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 2005.3!                                +*    !!         .    .  0 .         !
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 2007.3!                                  +   !!         .    0    .         !
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 2008.2!                                  +   !!         .  0 .    .         !
 2008.3!                                 +*   !!         .    . 0  .         !
 2008.4!                                  +   !!         .    0    .         !
 2009.1!                                  +  *!!         .    .    . 0       !
 2009.2!                                    *+!!         .  0 .    .         !
 2009.3!                                   +* !!         .    .0   .         !
 2009.4!                                 * +  !!         0    .    .         !
 2010.1!                                 + *  !!         .    .  0 .         !
 2010.2!                                  +*  !!         .    .0   .         !
 2010.3!                                   +* !!         .    . 0  .         !
 2010.4!                                   +* !!         .    . 0  .         !
 2011.1!                                    +*!!         .    .  0 .         !
 2011.2!                                    + *!         .    .   0.         !
 2011.3!                                      +!         .    .0   .         !
 2011.4!                                     *+!         .   0.    .         !
 2012.1!                                     +!!         .    .0   .         !
 2012.2!                                     +!!         .   0.    .         !
 2012.3!                                    +*!!         .    . 0  .         !
 2012.4!                                    +*!!         .    0    .         !


     29.32 percent of the residuals exceed 1 SE
      4.51 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKSW=HKPX$/SWPMM;                                                      
 GENR LAAHKSW=LOG(AAHKSW+.00001);                                             
 GENR LAHKSW=LOG(AHKSW+.00001);                                               
 LHS AAHKSW=EXP(LAAHKSW)-.00001;                                              
  EQ 1016 LAAHKSW C LAHKSW(-1) PHKSW;                                         
EQUATION 841  LAAHKSW  
   RHS     C  LAHKSW(-1)  PHKSW  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  841 PLOT=0;END;                                                     

Equation number =  841
**********************

Dependent variable = LAAHKSW 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.307279643

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.309058275       0.109407476  -2.82484     1.000000
12932 LAHKSW  ( -1)       0.902983178       0.032431625  27.84267    -5.315035
12930 PHKSW   (  0)      -0.123066979       0.050356518  -2.44391     1.615659

SE of equation            =     0.204307418
Sum of squared residuals  =  7.72218139      -0.237019293E-10
Average absolute error    =     0.115383231
Sum of ABS residuals      =  21.6920474    
R squared                 =   0.95455
Durbin-Watson statistic   =   2.41379
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!              *+                      !!            .0. .            !
 1966.2!              +*                      !!            . .0.            !
 1966.3!               + *                    !!            . . 0            !
 1966.4!                 +                    !!            . 0 .            !
 1967.1!  *              +                    !0            . . .            !
 1967.2!   +                                  !!            . 0 .            !
 1967.3*    +                                 !!         0  . . .            !
 1967.4! +                                    !!            . 0 .            !
 1968.1!  +                                   !!            . 0 .            !
 1968.2!   +    *                             !!            . . .  0         !
 1968.3*        +                             !!    0       . . .            !
 1968.4!+     *                               !!            . . .   0        !
 1969.1!       +*                             !!            . .0.            !
 1969.2!      * +                             !!           0. . .            !
 1969.3!     *+                               !!            .0. .            !
 1969.4!   *  +                               !!           0. . .            !
 1970.1!    + *                               !!            . . 0            !
 1970.2!    *  +                              !!           0. . .            !
 1970.3!    *+                                !!            . 0 .            !
 1970.4!     +*                               !!            . .0.            !
 1971.1!       +*                             !!            . . 0            !
 1971.2!   *     +                            !!        0   . . .            !
 1971.3!    +*                                !!            . 0 .            !
 1971.4!      +                               !!            . 0 .            !
 1972.1!      *+                              !!            .0. .            !
 1972.2!      +*                              !!            . .0.            !
 1972.3!        +  *                          !!            . . .0           !
 1972.4!        *  +                          !!           0. . .            !
 1973.1!        +          *                  !!            . . .        0   !
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 1973.3!                   +   *              !!            . . . 0          !
 1973.4!                 *   +                !!          0 . . .            !
 1974.1!                +                     !!            . 0 .            !
 1974.2!               + *                    !!            . . 0            !
 1974.3!                 + *                  !!            . . .0           !
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 1975.1!                    +   *             !!            . . . 0          !
 1975.2!                         +            !!            . .0.            !
 1975.3!                         +*           !!            . .0.            !
 1975.4!                          +*          !!            . .0.            !
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 1976.3!                          + *         !!            . . 0            !
 1976.4!                            +*        !!            . .0.            !
 1977.1!                          *  +        !!           0. . .            !
 1977.2!                          +*          !!            . .0.            !
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 1977.4!                          +           !!            . 0 .            !
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 1979.4!                           * +        !!            0 . .            !
 1980.1!                          *+          !!            .0. .            !
 1980.2!                           +  *       !!            . . .0           !
 1980.3!                             *+       !!            .0. .            !
 1980.4!                           * +        !!            .0. .            !
 1981.1!                            +*        !!            . .0.            !
 1981.2!                            *+        !!            .0. .            !
 1981.3!                            +         !!            . .0.            !
 1981.4!                           *+         !!            .0. .            !
 1982.1!                           +  *       !!            . . 0            !
 1982.2!                             +*       !!            . 0 .            !
 1982.3!                             +        !!            . 0 .            !
 1982.4!                             +*       !!            . 0 .            !
 1983.1!                            * +       !!            0 . .            !
 1983.2!                          * +         !!            0 . .            !
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 1985.4!                            +         !!            . 0 .            !
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 1986.2!                            +*        !!            . .0.            !
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 1987.2!                               +*     !!            . 0 .            !
 1987.3!                                +     !!            . .0.            !
 1987.4!                                +*    !!            . 0 .            !
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 1989.2!                                +*    !!            . 0 .            !
 1989.3!                                 +*   !!            . .0.            !
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 1990.1!                                 +*   !!            . 0 .            !
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 1990.4!                                  +*  !!            . .0.            !
 1991.1!                                   +  !!            . 0 .            !
 1991.2!                                   +  !!            . 0 .            !
 1991.3!                                   +* !!            . .0.            !
 1991.4!                                   +* !!            . .0.            !
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 1992.3!                                     +!!            . 0 .            !
 1992.4!                                    + *!            . . 0            !
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 1993.2!                                     +!!            .0. .            !
 1993.3!                                    + *!            . . 0            !
 1993.4!                                     +!!            . 0 .            !
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 1995.1!                                 *   +!!          0 . . .            !
 1995.2!                                 + *  !!            . . 0            !
 1995.3!                                   +  !!            . 0 .            !
 1995.4!                                   +  !!            . 0 .            !
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 2000.1!                                  +   !!            . 0 .            !
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 2001.4!                               +      !!            .0. .            !
 2002.1!                               +      !!            . 0 .            !
 2002.2!                               +*     !!            . .0.            !
 2002.3!                                +     !!            . 0 .            !
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 2003.1!                               +      !!            . 0 .            !
 2003.2!                                +     !!            . 0 .            !
 2003.3!                                +     !!            . 0 .            !
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 2004.1!                                +     !!            . 0 .            !
 2004.2!                                +     !!            . 0 .            !
 2004.3!                                +*    !!            . .0.            !
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 2005.1!                                +*    !!            . 0 .            !
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 2005.3!                                 +    !!            . .0.            !
 2005.4!                                 *+   !!            .0. .            !
 2006.1!                                 +*   !!            . .0.            !
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 2006.3!                                 +    !!            . 0 .            !
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 2007.1!                                *+    !!            .0. .            !
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 2008.1!                                *+    !!            . 0 .            !
 2008.2!                                *+    !!            .0. .            !
 2008.3!                                +*    !!            . 0 .            !
 2008.4!                                 +    !!            . 0 .            !
 2009.1!                                  +   !!            . 0 .            !
 2009.2!                                  +*  !!            . .0.            !
 2009.3!                                 * +  !!            0 . .            !
 2009.4!                               * +    !!            0 . .            !
 2010.1!                                +     !!            . 0 .            !
 2010.2!                                *+    !!            . 0 .            !
 2010.3!                                +*    !!            . .0.            !
 2010.4!                                * +   !!            0 . .            !
 2011.1!                                +     !!            .0. .            !
 2011.2!                                +     !!            . 0 .            !
 2011.3!                               *+     !!            .0. .            !
 2011.4!                               *+     !!            .0. .            !
 2012.1!                               +      !!            .0. .            !
 2012.2!                               +      !!            . 0 .            !
 2012.3!                               +      !!            .0. .            !
 2012.4!                              *+      !!            .0. .            !


     12.23 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSISW=SIPX$/SWPMM;                                                      
 GENR LAASISW=LOG(AASISW+.00001);                                             
 GENR LASISW=LOG(ASISW+.00001);                                               
 LHS AASISW=EXP(LAASISW)-.00001;                                              
  EQ 1017 LAASISW C LASISW(-1) PSISW;                                         
EQUATION 842  LAASISW  
   RHS     C  LASISW(-1)  PSISW  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST  842 PLOT=0;END;                                                     

Equation number =  842
**********************

Dependent variable = LAASISW 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -6.738149271

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.138972026       0.261522174  -4.35516     1.000000
12935 LASISW  ( -1)       0.806297386       0.043699694  18.45087    -6.743175
12933 PSISW   (  0)      -0.102903966       0.055110238  -1.86724     1.575966

SE of equation            =     0.273931773
Sum of squared residuals  =  13.1317578      -0.617355056E-10
Average absolute error    =     0.193619077
Sum of ABS residuals      =  34.4641956    
R squared                 =   0.74713
Durbin-Watson statistic   =   2.29692
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3*  +                                   !!          . 0 .   .          !
 1968.4! *+                                   !!          .  0.   .          !
 1969.1!  *+                                  !!          .  0.   .          !
 1969.2!  * +                                 !!          . 0 .   .          !
 1969.3!  * +                                 !!          . 0 .   .          !
 1969.4!*   +                                 !!          0   .   .          !
 1970.1!*  +                                  !!          .0  .   .          !
 1970.2*   +                                  !!          .0  .   .          !
 1970.3!* +                                   !!          . 0 .   .          !
 1970.4!*  +                                  !!          . 0 .   .          !
 1971.1! * +                                  !!          .  0.   .          !
 1971.2!   *+                                 !!          .  0.   .          !
 1971.3!   * +                                !!          .  0.   .          !
 1971.4!    * +                               !!          .  0.   .          !
 1972.1!      +               *               !!          .   .   .         0!
 1972.2!                   * +                !!          . 0 .   .          !
 1972.3!                  +*                  !!          .   .0  .          !
 1972.4!                  *+                  !!          .  0.   .          !
 1973.1!             *    +                   !!          0   .   .          !
 1973.2!            * +                       !!          .  0.   .          !
 1973.3!             + *                      !!          .   . 0 .          !
 1973.4!         *     +                      !!        0 .   .   .          !
 1974.1!          +       *                   !!          .   .   . 0        !
 1974.2!              *   +                   !!          .0  .   .          !
 1974.3!         *     +                      !!         0.   .   .          !
 1974.4!        *  +                          !!          . 0 .   .          !
 1975.1!          + *                         !!          .   . 0 .          !
 1975.2!             +       *                !!          .   .   .  0       !
 1975.3!     *              +                 !! 0        .   .   .          !
 1975.4!       +     *                        !!          .   .   .0         !
 1976.1!         *   +                        !!          0   .   .          !
 1976.2!          +*                          !!          .   .0  .          !
 1976.3!            +*                        !!          .   .0  .          !
 1976.4!              +                       !!          .   0   .          !
 1977.1!               +  *                   !!          .   .  0.          !
 1977.2!             *    +                   !!          0   .   .          !
 1977.3!             *+                       !!          .   0   .          !
 1977.4!              +                       !!          .   0   .          !
 1978.1!               +   *                  !!          .   .   0          !
 1978.2!              *    +                  !!          0   .   .          !
 1978.3!               +                      !!          .   0   .          !
 1978.4!                +    *                !!          .   .   .0         !
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 1979.2!                 * +                  !!          . 0 .   .          !
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 1979.4!                +   *                 !!          .   .   0          !
 1980.1!                 *  +                 !!          . 0 .   .          !
 1980.2!                *+                    !!          .   0   .          !
 1980.3!                + *                   !!          .   . 0 .          !
 1980.4!                  + *                 !!          .   . 0 .          !
 1981.1!                 * +                  !!          . 0 .   .          !
 1981.2!                + *                   !!          .   .0  .          !
 1981.3!                 +   *                !!          .   .   0          !
 1981.4!                  *+                  !!          .  0.   .          !
 1982.1!                 +*                   !!          .   . 0 .          !
 1982.2!                  + *                 !!          .   . 0 .          !
 1982.3!                   +                  !!          .   0   .          !
 1982.4!                  + *                 !!          .   .0  .          !
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 1983.3!                *+                    !!          .  0.   .          !
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 1984.2!               * +                    !!          .  0.   .          !
 1984.3!               +*                     !!          .   0   .          !
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 1985.1!               *  +                   !!          . 0 .   .          !
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 1985.3!                +                     !!          .   0   .          !
 1985.4!                +  *                  !!          .   . 0 .          !
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 1986.3!                    +  *              !!          .   .  0.          !
 1986.4!                       +              !!          .   0   .          !
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 1987.2!                       +              !!          .   0   .          !
 1987.3!                      + *             !!          .   . 0 .          !
 1987.4!                       + *            !!          .   . 0 .          !
 1988.1!                        +*            !!          .   0   .          !
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 1988.3!                       +  *           !!          .   . 0 .          !
 1988.4!                         +  *         !!          .   .  0.          !
 1989.1!                          *+          !!          .  0.   .          !
 1989.2!                         +       *    !!          .   .   .  0       !
 1989.3!                           *  +       !!          . 0 .   .          !
 1989.4!                          +  *        !!          .   . 0 .          !
 1990.1!                           +*         !!          .   0   .          !
 1990.2!                          +  *        !!          .   . 0 .          !
 1990.3!                           +   *      !!          .   .  0.          !
 1990.4!                             + *      !!          .   . 0 .          !
 1991.1!                             +        !!          .   0   .          !
 1991.2!                           +   *      !!          .   .  0.          !
 1991.3!                             + *      !!          .   . 0 .          !
 1991.4!                             +        *!          .   .   .   0      !
 1992.1!                           *       +  !!       0  .   .   .          !
 1992.2!                          +   *       !!          .   .   0          !
 1992.3!                            +    *    !!          .   .   0          !
 1992.4!                               + *    !!          .   . 0 .          !
 1993.1!                               +*     !!          .   .0  .          !
 1993.2!                             *+       !!          .   0   .          !
 1993.3!                           +*         !!          .   .0  .          !
 1993.4!                           + *        !!          .   .  0.          !
 1994.1!                           *+         !!          .   0   .          !
 1994.2!                          +   *       !!          .   .   0          !
 1994.3!                            + *       !!          .   . 0 .          !
 1994.4!                            +*        !!          .   .0  .          !
 1995.1!                          *+          !!          .  0.   .          !
 1995.2!                         +  *         !!          .   .  0.          !
 1995.3!                           + *        !!          .   . 0 .          !
 1995.4!                           + *        !!          .   . 0 .          !
 1996.1!                       *    +         !!          0   .   .          !
 1996.2!                      *+              !!          .  0.   .          !
 1996.3!                      +   *           !!          .   .   0          !
 1996.4!                         +*           !!          .   .0  .          !
 1997.1!                    *    +            !!         0.   .   .          !
 1997.2!                   *+                 !!          .  0.   .          !
 1997.3!                   +    *             !!          .   .   0          !
 1997.4!                        +*            !!          .   .0  .          !
 1998.1!                        +             !!          .   0   .          !
 1998.2!                     *  +             !!          .0  .   .          !
 1998.3!                     +*               !!          .   .0  .          !
 1998.4!                     *+               !!          .  0.   .          !
 1999.1!                  *  +                !!          .0  .   .          !
 1999.2!                   +                  !!          .   0   .          !
 1999.3!               *   +                  !!          .0  .   .          !
 1999.4!                 + *                  !!          .   . 0 .          !
 2000.1!               *   +                  !!          0   .   .          !
 2000.2!                +  *                  !!          .   .  0.          !
 2000.3!              *     +                 !!         0.   .   .          !
 2000.4!                +*                    !!          .   .0  .          !
 2001.1!                 +                    !!          .  0.   .          !
 2001.2!               *  +                   !!          . 0 .   .          !
 2001.3!                *+                    !!          .  0.   .          !
 2001.4!                 +                    !!          .   0   .          !
 2002.1!             *    +                   !!         0.   .   .          !
 2002.2!              +                *      !!          .   .   .          0
 2002.3!                      *      +        !!       0  .   .   .          !
 2002.4!             *        +               !!       0  .   .   .          !
 2003.1!            *  +                      !!          .0  .   .          !
 2003.2!             *+                       !!          .   0   .          !
 2003.3!               +*                     !!          .   .0  .          !
 2003.4!                 +  *                 !!          .   . 0 .          !
 2004.1!                 *   +                !!          0   .   .          !
 2004.2!                * +                   !!          . 0 .   .          !
 2004.3!                * +                   !!          . 0 .   .          !
 2004.4!                 +*                   !!          .   0   .          !
 2005.1!              *    +                  !!         0.   .   .          !
 2005.2!                +    *                !!          .   .   0          !
 2005.3!                     + *              !!          .   . 0 .          !
 2005.4!                   *   +              !!          .0  .   .          !
 2006.1!                   *+                 !!          .  0.   .          !
 2006.2!                    +      *          !!          .   .   .  0       !
 2006.3!                           + *        !!          .   . 0 .          !
 2006.4!                            + *       !!          .   . 0 .          !
 2007.1!                    *        +        !!      0   .   .   .          !
 2007.2!                     +                !!          .   0   .          !
 2007.3!                    * +               !!          . 0 .   .          !
 2007.4!                    *+                !!          .  0.   .          !
 2008.1!                   *+                 !!          .  0.   .          !
 2008.2!               *    +                 !!         0.   .   .          !
 2008.3!                 +   *                !!          .   .   0          !
 2008.4!                     + *              !!          .   . 0 .          !
 2009.1!                       *+             !!          .  0.   .          !
 2009.2!                    *  +              !!          .0  .   .          !
 2009.3!                *    +                !!          0   .   .          !
 2009.4!             *    +                   !!          0   .   .          !
 2010.1!               +                      !!          .   0   .          !
 2010.2!                *+                    !!          .   0   .          !
 2010.3!                  +              *    !!          .   .   .         0!
 2010.4!                                +    *!!          .   .   .0         !
 2011.1!                              *    +  !!          0   .   .          !
 2011.2!                            *+        !!          .  0.   .          !
 2011.3!                           +          !!          .   0   .          !
 2011.4!                    *      +          !!        0 .   .   .          !
 2012.1!                     +   *            !!          .   .  0.          !
 2012.2!                     *   +            !!          .0  .   .          !
 2012.3!                     *+               !!          .  0.   .          !
 2012.4!            *        +                !!      0   .   .   .          !


     23.60 percent of the residuals exceed 1 SE
      4.49 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PVISW=VIPX$/SWPMM;                                                      
 GENR LAAVISW=LOG(AAVISW+.00001);                                             
 GENR LAVISW=LOG(AVISW+.00001);                                               
 LHS AAVISW=EXP(LAAVISW)-.00001;                                              
  EQ 1018 LAAVISW C LAVISW(-1) PVISW;                                         
EQUATION 843  LAAVISW  
   RHS     C  LAVISW(-1)  PVISW  
 SMPL 1988.3 2012.4;                                                          
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
 OLS;EST  843 PLOT=0;END;                                                     

Equation number =  843
**********************

Dependent variable = LAAVISW 

 1988.3 -   2012.4,    0 missing obs.,   98 obs. used.

Mean of dependent variable       -7.751201636

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.046441119       0.443343331   0.10475     1.000000
12938 LAVISW  ( -1)       0.964697608       0.025282041  38.15743    -7.805339
12936 PVISW   (  0)      -0.243054731       0.412706138  -0.58893     1.102020

SE of equation            =     0.388002202
Sum of squared residuals  =  14.3018423      -0.173470127E-10
Average absolute error    =     0.241169295
Sum of ABS residuals      =  23.6345909    
R squared                 =   0.94385
Durbin-Watson statistic   =   3.05663
SMPL and No. Obs.         = 1988.3   2012.4     98

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.3! +*                                   !!          .   .0  .          !
 1988.4!*  +                                  !!          0   .   .          !
 1989.1* +                                    !!          . 0 .   .          !
 1989.2!+ *                                   !!          .   .  0.          !
 1989.3*   +                                  !!         0.   .   .          !
 1989.4!+*                                    !!          .   .0  .          !
 1990.1!  +                                   !!          .   0   .          !
 1990.2!  *+                                  !!          . 0 .   .          !
 1990.3!*  +                                  !!          0   .   .          !
 1990.4!  + *                                 !!          .   .  0.          !
 1991.1!   * +                                !!          .0  .   .          !
 1991.2! *  +                                 !!          .0  .   .          !
 1991.3!  +*                                  !!          .   .0  .          !
 1991.4!  * +                                 !!          .0  .   .          !
 1992.1!  *+                                  !!          .  0.   .          !
 1992.2! * +                                  !!          .0  .   .          !
 1992.3!  + *                                 !!          .   .  0.          !
 1992.4!  *  +                                !!          .0  .   .          !
 1993.1!   +          *                       !!          .   .   .        0 !
 1993.2!    *         +                       !! 0        .   .   .          !
 1993.3!     +    *                           !!          .   .   . 0        !
 1993.4!     *    +                           !!        0 .   .   .          !
 1994.1!      +                               !!          .   0   .          !
 1994.2!      *+                              !!          .  0.   .          !
 1994.3!     *+                               !!          .  0.   .          !
 1994.4!     *+                               !!          . 0 .   .          !
 1995.1!      +  *                            !!          .   .  0.          !
 1995.2!         +                            !!          .  0.   .          !
 1995.3!         *+                           !!          .  0.   .          !
 1995.4!         +                            !!          .  0.   .          !
 1996.1!         +           *                !!          .   .   .          0
 1996.2!                     *+               !!          .   0   .          !
 1996.3!                     *+               !!          .   0   .          !
 1996.4!                     *+               !!          .  0.   .          !
 1997.1!                      +*              !!          .   . 0 .          !
 1997.2!                       +              !!          .   0   .          !
 1997.3!                       +              !!          .   0   .          !
 1997.4!                        +             !!          .   .0  .          !
 1998.1!                        +*            !!          .   .0  .          !
 1998.2!                        *+            !!          .  0.   .          !
 1998.3!                        +             !!          .   0   .          !
 1998.4!                        +*            !!          .   .0  .          !
 1999.1!                         +*           !!          .   .0  .          !
 1999.2!                    *     +           !!       0  .   .   .          !
 1999.3!                     +  *             !!          .   .   .0         !
 1999.4!                *       +             !!    0     .   .   .          !
 2000.1!                 +    *               !!          .   .   .  0       !
 2000.2!                      +*              !!          .   .0  .          !
 2000.3!                       +*             !!          .   .0  .          !
 2000.4!                        +             !!          .   0   .          !
 2001.1!                       *+             !!          .  0.   .          !
 2001.2!                       +*             !!          .   . 0 .          !
 2001.3!                        +             !!          .   0   .          !
 2001.4!                       *+             !!          .  0.   .          !
 2002.1!                       +              !!          .   0   .          !
 2002.2!                       +*             !!          .   . 0 .          !
 2002.3!                        +*            !!          .   .0  .          !
 2002.4!                         +            !!          .   0   .          !
 2003.1!                         +*           !!          .   .0  .          !
 2003.2!                          +*          !!          .   0   .          !
 2003.3!                           +          !!          .   0   .          !
 2003.4!                           +          !!          .  0.   .          !
 2004.1!                          *+          !!          .  0.   .          !
 2004.2!                           +          !!          .   .0  .          !
 2004.3!                           +*         !!          .   0   .          !
 2004.4!                           *+         !!          .  0.   .          !
 2005.1!                            +*        !!          .   . 0 .          !
 2005.2!                           * +        !!          .0  .   .          !
 2005.3!                           +*         !!          .   .0  .          !
 2005.4!                            +         !!          .   0   .          !
 2006.1!                            + *       !!          .   .  0.          !
 2006.2!                             *+       !!          . 0 .   .          !
 2006.3!                             +        !!          .   0   .          !
 2006.4!                             *+       !!          .  0.   .          !
 2007.1!                             +*       !!          .   .0  .          !
 2007.2!                             *+       !!          . 0 .   .          !
 2007.3!                             +*       !!          .   . 0 .          !
 2007.4!                            *  +      !!          .0  .   .          !
 2008.1!                             + *      !!          .   .  0.          !
 2008.2!                             *  +     !!          0   .   .          !
 2008.3!                             +*       !!          .   .0  .          !
 2008.4!                            * +       !!          . 0 .   .          !
 2009.1!                             +  *     !!          .   .   .0         !
 2009.2!                               *+     !!          .  0.   .          !
 2009.3!                               +      !!          .   0   .          !
 2009.4!                             *  +     !!          .0  .   .          !
 2010.1!                              +*      !!          .   . 0 .          !
 2010.2!                             * +      !!          . 0 .   .          !
 2010.3!                              +*      !!          .   .0  .          !
 2010.4!                              *+      !!          .  0.   .          !
 2011.1!                              + *     !!          .   . 0 .          !
 2011.2!                                +     !!          .   0   .          !
 2011.3!                                + *   !!          .   .  0.          !
 2011.4!                                  + * !!          .   .  0.          !
 2012.1!                                    + !!          .   0   .          !
 2012.2!                                    + !!          .   0   .          !
 2012.3!                                    + *!          .   . 0 .          !
 2012.4!                                      +!          .   0   .          !


     14.29 percent of the residuals exceed 1 SE
      4.08 percent of the residuals exceed 2 SE
@@EQ 1019 LAANISW C LANISW(-1) PNISW;SMPL 2004.3 2012.4;OLS;EST 1019 PLOT=0;EN
@@EQ 1020 LAAALSW C LAALSW(-1) PALSW;SMPL 1989.2 2012.4;OLS;EST 1020 PLOT=0;EN
@@EQ 1021 LAAIASW C LAIASW(-1) PIASW;SMPL 1977.1 2012.4;OLS;EST 1021 PLOT=0;EN
@@EQ 1022 LAAINSW C LAINSW(-1) PINSW;SMPL 1981.3 2012.4;OLS;EST 1022 PLOT=0;EN
@@EQ 1023 LAAIQSW C LAIQSW(-1) PIQSW;SMPL 2000.3 2012.4;OLS;EST 1023 PLOT=0;EN
@@EQ 1024 LAAKUSW C LAKUSW(-1) PKUSW;SMPL 1995.3 2012.4;OLS;EST 1024 PLOT=0;EN
@@EQ 1025 LAALISW C LALISW(-1) PLISW;SMPL 2006.4 2012.4;OLS;EST 1025 PLOT=0;EN
@@EQ 1026 LAAUASW C LAUASW(-1) PUASW;SMPL 1988.1 2012.4;OLS;EST 1026 PLOT=0;EN
@EQ  1027 LAAUSGR C LAUSGR(-1) PUSGR;SMPL 1966.1 2012.4;OLS;EST 1027 PLOT=0;EN
@EQ  1028 LAACAGR C LACAGR(-1) PCAGR;SMPL 1966.1 2012.4;OLS;EST 1028 PLOT=0;EN
@EQ  1029 LAAJAGR C LAJAGR(-1) PJAGR;SMPL 1966.1 2012.4;OLS;EST 1029 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUGR=AUPX$/GRPMM;                                                      
 GENR LAAAUGR=LOG(AAAUGR+.00001);                                             
 GENR LAAUGR=LOG(AAUGR+.00001);                                               
 LHS AAAUGR=EXP(LAAAUGR)-.00001;                                              
  EQ 1030 LAAAUGR C LAAUGR(-1) PAUGR;                                         
EQUATION 844  LAAAUGR  
   RHS     C  LAAUGR(-1)  PAUGR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  844 PLOT=0;END;                                                     

Equation number =  844
**********************

Dependent variable = LAAAUGR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.358820628

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.316896623       0.231246013  -5.69479     1.000000
12941 LAAUGR  ( -1)       0.694796026       0.065845062  10.55198    -4.356015
12939 PAUGR   (  0)      -0.013672776       0.123566599  -0.11065     1.125033

SE of equation            =     0.142933460
Sum of squared residuals  =  3.77954520       0.119457777E-09
Average absolute error    =     0.110618795
Sum of ABS residuals      =  20.7963335    
R squared                 =   0.49006
Durbin-Watson statistic   =   2.33537
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                             +   *    !!         .    .   0.         !
 1966.2!                              + *     !!         .    .  0 .         !
 1966.3!                             +     *  !!         .    .    .0        !
 1966.4!                               +      !!         .    .0   .         !
 1967.1!                          * +         !!         .  0 .    .         !
 1967.2!                        +     *       !!         .    .    0         !
 1967.3!                           +   *      !!         .    .   0.         !
 1967.4!                            +*        !!         .    .0   .         !
 1968.1!                           +   *      !!         .    .    0         !
 1968.2!                          * +         !!         .  0 .    .         !
 1968.3!                        +             !!         .    0    .         !
 1968.4!                   *   +              !!         .0   .    .         !
 1969.1!                   *+                 !!         .   0.    .         !
 1969.2!                    +        *        !!         .    .    .   0     !
 1969.3!                          +  *        !!         .    .  0 .         !
 1969.4!                           +   *      !!         .    .   0.         !
 1970.1!                            +         *!         .    .    .   0     !
 1970.2!                              *  +    !!         . 0  .    .         !
 1970.3!                           +    *     !!         .    .   0.         !
 1970.4!                             + *      !!         .    . 0  .         !
 1971.1!                            +   *     !!         .    .   0.         !
 1971.2!                          * +         !!         . 0  .    .         !
 1971.3!                        +    *        !!         .    .    0         !
 1971.4!                           +  *       !!         .    .  0 .         !
 1972.1!                        *  +          !!         . 0  .    .         !
 1972.2!              *        +              !!     0   .    .    .         !
 1972.3!                +  *                  !!         .    .  0 .         !
 1972.4!                    + *               !!         .    .  0 .         !
 1973.1!           *          +               !!   0     .    .    .         !
 1973.2!              +   *                   !!         .    .   0.         !
 1973.3!                   +    *             !!         .    .    0         !
 1973.4!              *        +              !!      0  .    .    .         !
 1974.1!                +              *      !!         .    .    .        0!
 1974.2!                            +   *     !!         .    .   0.         !
 1974.3!                             + *      !!         .    . 0  .         !
 1974.4!                         *  +         !!         . 0  .    .         !
 1975.1!                        +   *         !!         .    .   0.         !
 1975.2!                          +         * !!         .    .    .    0    !
 1975.3!                                +  *  !!         .    .  0 .         !
 1975.4!                        *      +      !!        0.    .    .         !
 1976.1!                  *    +              !!         .0   .    .         !
 1976.2!                 * +                  !!         .  0 .    .         !
 1976.3!              *   +                   !!         .0   .    .         !
 1976.4!                +  *                  !!         .    . 0  .         !
 1977.1!                   +                  !!         .    0    .         !
 1977.2!                   +                  !!         .    0    .         !
 1977.3!                    +    *            !!         .    .    0         !
 1977.4!                        +        *    !!         .    .    .   0     !
 1978.1!                             +    *   !!         .    .   0.         !
 1978.2!                              +*      !!         .    .0   .         !
 1978.3!                            + *       !!         .    . 0  .         !
 1978.4!                           + *        !!         .    .0   .         !
 1979.1!                          +  *        !!         .    . 0  .         !
 1979.2!                          +*          !!         .    0    .         !
 1979.3!                      *  +            !!         . 0  .    .         !
 1979.4!                      +  *            !!         .    .  0 .         !
 1980.1!                      * +             !!         .   0.    .         !
 1980.2!                      + *             !!         .    . 0  .         !
 1980.3!                  *    +              !!         0    .    .         !
 1980.4!                   +      *           !!         .    .    . 0       !
 1981.1!                        + *           !!         .    . 0  .         !
 1981.2!                    *   +             !!         .0   .    .         !
 1981.3!                     +     *          !!         .    .    .0        !
 1981.4!                   *     +            !!        0.    .    .         !
 1982.1!                    + *               !!         .    . 0  .         !
 1982.2!                     + *              !!         .    . 0  .         !
 1982.3!                       +    *         !!         .    .    0         !
 1982.4!                      *   +           !!         .0   .    .         !
 1983.1!                      +  *            !!         .    .  0 .         !
 1983.2!                  *     +             !!         0    .    .         !
 1983.3!                   +     *            !!         .    .    0         !
 1983.4!               *        +             !!      0  .    .    .         !
 1984.1!                *+                    !!         .   0.    .         !
 1984.2!              *   +                   !!         .0   .    .         !
 1984.3!                +        *            !!         .    .    .  0      !
 1984.4!        *               +             !!0        .    .    .         !
 1985.1!            +            *            !!         .    .    .      0  !
 1985.2!                      * +             !!         .  0 .    .         !
 1985.3!                      +          *    !!         .    .    .     0   !
 1985.4!                        *     +       !!        0.    .    .         !
 1986.1!             *         +              !!     0   .    .    .         !
 1986.2!              * +                     !!         .  0 .    .         !
 1986.3!     *          +                     !!    0    .    .    .         !
 1986.4!          +  *                        !!         .    .  0 .         !
 1987.1!                +   *                 !!         .    .   0.         !
 1987.2!                    +   *             !!         .    .   0.         !
 1987.3!                    *  +              !!         . 0  .    .         !
 1987.4!            *       +                 !!      0  .    .    .         !
 1988.1!               +             *        !!         .    .    .        0!
 1988.2!                        *  +          !!         . 0  .    .         !
 1988.3!                 *     +              !!         0    .    .         !
 1988.4!              *   +                   !!         .0   .    .         !
 1989.1!                +            *        !!         .    .    .      0  !
 1989.2!                          +*          !!         .    0    .         !
 1989.3!                         +*           !!         .    .0   .         !
 1989.4!                       * +            !!         .  0 .    .         !
 1990.1!                     *+               !!         .   0.    .         !
 1990.2!           *         +                !!     0   .    .    .         !
 1990.3!              +        *              !!         .    .    .  0      !
 1990.4!                      + *             !!         .    .0   .         !
 1991.1!                *      +              !!       0 .    .    .         !
 1991.2!                 +                    !!         .   0.    .         !
 1991.3!                  +       *           !!         .    .    .  0      !
 1991.4!            *            +            !!  0      .    .    .         !
 1992.1!               +*                     !!         .    .0   .         !
 1992.2!                  +                   !!         .    .0   .         !
 1992.3!                   +   *              !!         .    .  0 .         !
 1992.4!           *          +               !!   0     .    .    .         !
 1993.1!              +*                      !!         .    .0   .         !
 1993.2!           *     +                    !!         0    .    .         !
 1993.3!   *          +                       !!   0     .    .    .         !
 1993.4*        +                             !!     0   .    .    .         !
 1994.1!   *  +                               !!         .  0 .    .         !
 1994.2!     *  +                             !!         . 0  .    .         !
 1994.3!          + *                         !!         .    . 0  .         !
 1994.4!   *           +                      !!   0     .    .    .         !
 1995.1!        +         *                   !!         .    .    .   0     !
 1995.2!               *   +                  !!         . 0  .    .         !
 1995.3!                 +    *               !!         .    .   0.         !
 1995.4!     *               +                !0         .    .    .         !
 1996.1!         *+                           !!         .   0.    .         !
 1996.2!          * +                         !!         .  0 .    .         !
 1996.3!            *+                        !!         .   0.    .         !
 1996.4!         *     +                      !!         0    .    .         !
 1997.1!          *  +                        !!         . 0  .    .         !
 1997.2!           * +                        !!         .  0 .    .         !
 1997.3!        *     +                       !!         0    .    .         !
 1997.4!           *+                         !!         .   0.    .         !
 1998.1!         *    +                       !!         .0   .    .         !
 1998.2!             +                        !!         .    0    .         !
 1998.3!  *            +                      !!  0      .    .    .         !
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 2001.2!               *      +               !!        0.    .    .         !
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 2001.4!                        *+            !!         .  0 .    .         !
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 2002.4!                 *         +          !!     0   .    .    .         !
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 2003.3!                             + *      !!         .    . 0  .         !
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 2004.1!                           * +        !!         .  0 .    .         !
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 2004.3!                    *     +           !!        0.    .    .         !
 2004.4!              *     +                 !!         0    .    .         !
 2005.1!            *   +                     !!         .0   .    .         !
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 2007.3!                           + *        !!         .    . 0  .         !
 2007.4!                           + *        !!         .    . 0  .         !
 2008.1!                          +      *    !!         .    .    .0        !
 2008.2!                           * +        !!         .  0 .    .         !
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 2008.4!                        +*            !!         .    .0   .         !
 2009.1!                        +             !!         .    0    .         !
 2009.2!                       +*             !!         .    .0   .         !
 2009.3!                       +  *           !!         .    .  0 .         !
 2009.4!                       *+             !!         .   0.    .         !
 2010.1!                      +  *            !!         .    . 0  .         !
 2010.2!                        +  *          !!         .    .  0 .         !
 2010.3!                         +            !!         .    0    .         !
 2010.4!                     *  +             !!         .  0 .    .         !
 2011.1!                     +                !!         .    0    .         !
 2011.2!             *       +                !!      0  .    .    .         !
 2011.3!               +   *                  !!         .    .   0.         !
 2011.4!                   *+                 !!         .   0.    .         !
 2012.1!                *   +                 !!         . 0  .    .         !
 2012.2!               * +                    !!         .  0 .    .         !
 2012.3!                 + *                  !!         .    . 0  .         !
 2012.4!           *        +                 !!      0  .    .    .         !


     25.53 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRGR=FRPX$/GRPMM;                                                      
 GENR LAAFRGR=LOG(AAFRGR+.00001);                                             
 GENR LAFRGR=LOG(AFRGR+.00001);                                               
 LHS AAFRGR=EXP(LAAFRGR)-.00001;                                              
  EQ 1031 LAAFRGR C LAFRGR(-1) PFRGR;                                         
EQUATION 845  LAAFRGR  
   RHS     C  LAFRGR(-1)  PFRGR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  845 PLOT=0;END;                                                     

Equation number =  845
**********************

Dependent variable = LAAFRGR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.672129046

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.027836140       0.151159935  -6.79966     1.000000
12944 LAFRGR  ( -1)       0.550256064       0.067326508   8.17295    -2.672835
12942 PFRGR   (  0)      -0.130278606       0.059791561  -2.17888     1.332138

SE of equation            =     0.136559596
Sum of squared residuals  =  3.44997679       0.157749369E-10
Average absolute error    =     0.101934231
Sum of ABS residuals      =  19.1636354    
R squared                 =   0.41746
Durbin-Watson statistic   =   2.39438
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!          *+                          !!          .   0   .          !
 1966.2!         *  +                         !!          . 0 .   .          !
 1966.3! *         +                          !!      0   .   .   .          !
 1966.4!      +                               !!          .   0   .          !
 1967.1!       * +                            !!          . 0 .   .          !
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 1967.3!          * +                         !!          . 0 .   .          !
 1967.4!        *  +                          !!          . 0 .   .          !
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 1968.3*     +                                !!         0.   .   .          !
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 1969.2!      *+                              !!          .  0.   .          !
 1969.3!      *   +                           !!          .0  .   .          !
 1969.4!      *   +                           !!          0   .   .          !
 1970.1!       *   +                          !!          .0  .   .          !
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 1970.3!              + *                     !!          .   .0  .          !
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 1990.4!                  +    *              !!          .   .   0          !
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 1991.4!            *    +                    !!          0   .   .          !
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 1992.4!            *   +                     !!          .0  .   .          !
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 1995.3!               +*                     !!          .   .0  .          !
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 1997.3!                    +*                !!          .   .0  .          !
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 2000.2!                    +                 *!          .   .   .          0
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 2001.1!                  * +                 !!          . 0 .   .          !
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 2002.3!                  +  *                !!          .   . 0 .          !
 2002.4!                    + *               !!          .   . 0 .          !
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 2003.2!                    +                 !!          .   0   .          !
 2003.3!                   +                  !!          .   0   .          !
 2003.4!                  +   *               !!          .   .  0.          !
 2004.1!                    +                 !!          .   0   .          !
 2004.2!                   +                  !!          .   0   .          !
 2004.3!                  +      *            !!          .   .   .0         !
 2004.4!                     +    *           !!          .   .  0.          !
 2005.1!                     *+               !!          .  0.   .          !
 2005.2!                   +                  !!          .   0   .          !
 2005.3!                   +                  !!          .   0   .          !
 2005.4!                  + *                 !!          .   .0  .          !
 2006.1!                   +*                 !!          .   .0  .          !
 2006.2!                 * +                  !!          . 0 .   .          !
 2006.3!                 +                    !!          .   0   .          !
 2006.4!                *+                    !!          .  0.   .          !
 2007.1!                 +  *                 !!          .   .  0.          !
 2007.2!                  *+                  !!          .  0.   .          !
 2007.3!                  +*                  !!          .   .0  .          !
 2007.4!                  *+                  !!          .  0.   .          !
 2008.1!                  + *                 !!          .   .0  .          !
 2008.2!                *  +                  !!          . 0 .   .          !
 2008.3!              *  +                    !!          .0  .   .          !
 2008.4!                +                     !!          .   0   .          !
 2009.1!                 + *                  !!          .   . 0 .          !
 2009.2!              *    +                  !!          0   .   .          !
 2009.3!               *+                     !!          .  0.   .          !
 2009.4!                +                     !!          .   0   .          !
 2010.1!                 +*                   !!          .   .0  .          !
 2010.2!                 *+                   !!          .  0.   .          !
 2010.3!                * +                   !!          . 0 .   .          !
 2010.4!                 +                    !!          .   0   .          !
 2011.1!                * +                   !!          . 0 .   .          !
 2011.2!                 +  *                 !!          .   . 0 .          !
 2011.3!              *    +                  !!          0   .   .          !
 2011.4!                +     *               !!          .   .   .0         !
 2012.1!              *     +                 !!         0.   .   .          !
 2012.2!             *  +                     !!          . 0 .   .          !
 2012.3!               +                      !!          .   0   .          !
 2012.4!            *   +                     !!          .0  .   .          !


     26.60 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ  1032 LAAGEGR C LAGEGR(-1) PGEGR;SMPL 1966.1 2012.4;OLS;EST 1032 PLOT=0;EN
@EQ  1033 LAAITGR C LAITGR(-1) PITGR;SMPL 1966.1 2012.4;OLS;EST 1033 PLOT=0;EN
@EQ  1034 LAANEGR C LANEGR(-1) PNEGR;SMPL 1966.1 2012.4;OLS;EST 1034 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTGR=STPX$/GRPMM;                                                      
 GENR LAASTGR=LOG(AASTGR+.00001);                                             
 GENR LASTGR=LOG(ASTGR+.00001);                                               
 LHS AASTGR=EXP(LAASTGR)-.00001;                                              
  EQ 1035 LAASTGR C LASTGR(-1) PSTGR;                                         
EQUATION 846  LAASTGR  
   RHS     C  LASTGR(-1)  PSTGR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  846 PLOT=0;END;                                                     

Equation number =  846
**********************

Dependent variable = LAASTGR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.849410037

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.005417530       0.230688452  -8.69319     1.000000
12947 LASTGR  ( -1)       0.355339879       0.074465081   4.77190    -3.845117
12945 PSTGR   (  0)      -0.473336067       0.082973666  -5.70465     1.009154

SE of equation            =     0.146720408
Sum of squared residuals  =  3.98247243       0.325059979E-10
Average absolute error    =     0.111089240
Sum of ABS residuals      =  20.8847771    
R squared                 =   0.54148
Durbin-Watson statistic   =   2.17819
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                             +    *   !!          .   .  0.          !
 1966.2!                          * +         !!          .  0.   .          !
 1966.3!                          +         * !!          .   .   . 0        !
 1966.4!                             + *      !!          .   .0  .          !
 1967.1!                            +  *      !!          .   . 0 .          !
 1967.2!                     *    +           !!          .0  .   .          !
 1967.3!                      +    *          !!          .   .  0.          !
 1967.4!                        +  *          !!          .   . 0 .          !
 1968.1!                        +    *        !!          .   .  0.          !
 1968.2!                        + *           !!          .   .0  .          !
 1968.3!                       +      *       !!          .   .   .0         !
 1968.4!                        *+            !!          .  0.   .          !
 1969.1!                       +     *        !!          .   .   0          !
 1969.2!                           +   *      !!          .   .  0.          !
 1969.3!                            +         !!          .   0   .          !
 1969.4!    *                      +          !0          .   .   .          !
 1970.1!                   +          *       !!          .   .   .  0       !
 1970.2!                            +*        !!          .   .0  .          !
 1970.3!                            + *       !!          .   .0  .          !
 1970.4!                            +  *      !!          .   . 0 .          !
 1971.1!                            +  *      !!          .   . 0 .          !
 1971.2!                            +      *  !!          .   .   0          !
 1971.3!                             +        *!          .   .   . 0        !
 1971.4!                              +      *!!          .   .   .0         !
 1972.1!                       *     +        !!          0   .   .          !
 1972.2!                       +   *          !!          .   .  0.          !
 1972.3!                       *+             !!          .  0.   .          !
 1972.4!                      +        *      !!          .   .   . 0        !
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 1973.3!                * +                   !!          . 0 .   .          !
 1973.4!                 *+                   !!          .  0.   .          !
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 1974.3!                          +     *     !!          .   .   0          !
 1974.4!                          + *         !!          .   .0  .          !
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 1975.2!                      +  *            !!          .   . 0 .          !
 1975.3!                      +       *       !!          .   .   . 0        !
 1975.4!                       +     *        !!          .   .   0          !
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 1976.4!          *       +                   !!         0.   .   .          !
 1977.1!              *  +                    !!          . 0 .   .          !
 1977.2!                   + *                !!          .   .0  .          !
 1977.3!                    +    *            !!          .   .  0.          !
 1977.4!                  *  +                !!          . 0 .   .          !
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 1980.2!                * +                   !!          . 0 .   .          !
 1980.3!       *        +                     !!        0 .   .   .          !
 1980.4!           +    *                     !!          .   .  0.          !
 1981.1!            *     +                   !!          0   .   .          !
 1981.2!     *         +                      !!        0 .   .   .          !
 1981.3!            +*                        !!          .   .0  .          !
 1981.4!             +        *               !!          .   .   . 0        !
 1982.1!                 +           *        !!          .   .   .   0      !
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 1982.3!                   +   *              !!          .   .  0.          !
 1982.4!             *     +                  !!          0   .   .          !
 1983.1!         *     +                      !!          0   .   .          !
 1983.2!          *    +                      !!          .0  .   .          !
 1983.3!             +  *                     !!          .   . 0 .          !
 1983.4!      *            +                  !!     0    .   .   .          !
 1984.1!         * +                          !!          . 0 .   .          !
 1984.2!               +     *                !!          .   .   0          !
 1984.3!                    *+                !!          .  0.   .          !
 1984.4!               *   +                  !!          .0  .   .          !
 1985.1!                 +     *              !!          .   .   0          !
 1985.2!                     +                !!          .   0   .          !
 1985.3!                  + *                 !!          .   . 0 .          !
 1985.4!      *            +                  !!     0    .   .   .          !
 1986.1!            +  *                      !!          .   . 0 .          !
 1986.2!              + *                     !!          .   .0  .          !
 1986.3!          *   +                       !!          .0  .   .          !
 1986.4!          *+                          !!          .   0   .          !
 1987.1!              +                       !!          .   0   .          !
 1987.2!            *+                        !!          .  0.   .          !
 1987.3!              +     *                 !!          .   .   0          !
 1987.4!          *      +                    !!         0.   .   .          !
 1988.1!         +         *                  !!          .   .   .  0       !
 1988.2!             *    +                   !!          0   .   .          !
 1988.3!           *  +                       !!          . 0 .   .          !
 1988.4!*           +                         !!      0   .   .   .          !
 1989.1!     +                *               !!          .   .   .      0   !
 1989.2!                   +*                 !!          .   .0  .          !
 1989.3!              *    +                  !!          .0  .   .          !
 1989.4!              * +                     !!          .  0.   .          !
 1990.1!         *      +                     !!         0.   .   .          !
 1990.2!   *        +                         !!        0 .   .   .          !
 1990.3!      +    *                          !!          .   .  0.          !
 1990.4!             *+                       !!          .   0   .          !
 1991.1!      *         +                     !!        0 .   .   .          !
 1991.2!        *  +                          !!          . 0 .   .          !
 1991.3!      *    +                          !!          .0  .   .          !
 1991.4!           +                          !!          .   0   .          !
 1992.1!        *  +                          !!          . 0 .   .          !
 1992.2!         +  *                         !!          .   . 0 .          !
 1992.3!            +  *                      !!          .   . 0 .          !
 1992.4!      *       +                       !!         0.   .   .          !
 1993.1!         +      *                     !!          .   .   0          !
 1993.2!              *  +                    !!          . 0 .   .          !
 1993.3!            +*                        !!          .   .0  .          !
 1993.4!     *  +                             !!          . 0 .   .          !
 1994.1!     +    *                           !!          .   .   0          !
 1994.2!         +                            !!          .   0   .          !
 1994.3!         +    *                       !!          .   .  0.          !
 1994.4!       *    +                         !!          .0  .   .          !
 1995.1!       +    *                         !!          .   .  0.          !
 1995.2!       *   +                          !!          .0  .   .          !
 1995.3!         +                            !!          .   0   .          !
 1995.4!    *     +                           !!          0   .   .          !
 1996.1!      *+                              !!          .  0.   .          !
 1996.2!       *+                             !!          .  0.   .          !
 1996.3!         +   *                        !!          .   .  0.          !
 1996.4!    *        +                        !!        0 .   .   .          !
 1997.1!         +                            !!          .   0   .          !
 1997.2!           +                          !!          .   0   .          !
 1997.3!            +                         !!          .   0   .          !
 1997.4!            +                         !!          .   0   .          !
 1998.1!           +     *                    !!          .   .   0          !
 1998.2!             +       *                !!          .   .   .0         !
 1998.3!               +     *                !!          .   .   0          !
 1998.4!         *    +                       !!          0   .   .          !
 1999.1!         +  *                         !!          .   . 0 .          !
 1999.2!            *+                        !!          .  0.   .          !
 1999.3!             + *                      !!          .   .0  .          !
 1999.4!            * +                       !!          .  0.   .          !
 2000.1*             +                        !!     0    .   .   .          !
 2000.2*         +                            !!        0 .   .   .          !
 2000.3!       +   *                          !!          .   . 0 .          !
 2000.4!            *+                        !!          .  0.   .          !
 2001.1!            *+                        !!          .  0.   .          !
 2001.2!        *   +                         !!          .0  .   .          !
 2001.3!         * +                          !!          .  0.   .          !
 2001.4!    *      +                          !!         0.   .   .          !
 2002.1!        +  *                          !!          .   . 0 .          !
 2002.2!         *  +                         !!          .  0.   .          !
 2002.3!            +*                        !!          .   .0  .          !
 2002.4!             +                        !!          .   0   .          !
 2003.1!            +  *                      !!          .   . 0 .          !
 2003.2!             +*                       !!          .   0   .          !
 2003.3!              +                       !!          .   0   .          !
 2003.4!     *      +                         !!         0.   .   .          !
 2004.1!         +*                           !!          .   .0  .          !
 2004.2!           + *                        !!          .   .0  .          !
 2004.3!          * +                         !!          .  0.   .          !
 2004.4!       *   +                          !!          .0  .   .          !
 2005.1!          +*                          !!          .   .0  .          !
 2005.2!          * +                         !!          .  0.   .          !
 2005.3!           *+                         !!          .  0.   .          !
 2005.4!        *    +                        !!          .0  .   .          !
 2006.1!          + *                         !!          .   .0  .          !
 2006.2!          *  +                        !!          .  0.   .          !
 2006.3!        *   +                         !!          . 0 .   .          !
 2006.4!        *   +                         !!          . 0 .   .          !
 2007.1!           +                  *       !!          .   .   .       0  !
 2007.2!   *               +                  !!   0      .   .   .          !
 2007.3!        * +                           !!          .  0.   .          !
 2007.4!       *    +                         !!          .0  .   .          !
 2008.1!   *      +                           !!         0.   .   .          !
 2008.2!        +     *                       !!          .   .  0.          !
 2008.3!             +  *                     !!          .   . 0 .          !
 2008.4!             +  *                     !!          .   . 0 .          !
 2009.1!   *       +                          !!         0.   .   .          !
 2009.2!       + *                            !!          .   . 0 .          !
 2009.3!        +           *                 !!          .   .   .   0      !
 2009.4!           *+                         !!          .  0.   .          !
 2010.1!       * +                            !!          .  0.   .          !
 2010.2!        +         *                   !!          .   .   . 0        !
 2010.3!           +    *                     !!          .   .  0.          !
 2010.4!          +  *                        !!          .   . 0 .          !
 2011.1!         +  *                         !!          .   . 0 .          !
 2011.2!         +   *                        !!          .   .  0.          !
 2011.3!        +*                            !!          .   .0  .          !
 2011.4!       + *                            !!          .   . 0 .          !
 2012.1!      +  *                            !!          .   . 0 .          !
 2012.2!      +                               !!          .   0   .          !
 2012.3!      +   *                           !!          .   .  0.          !
 2012.4!   *   +                              !!          .0  .   .          !


     26.60 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ  1036 LAAUKGR C LAUKGR(-1) PUKGR;SMPL 1966.1 2012.4;OLS;EST 1036 PLOT=0;EN
@EQ  1037 LAAFIGR C LAFIGR(-1) PFIGR;SMPL 1966.1 2012.4;OLS;EST 1037 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASGR=ASPX$/GRPMM;                                                      
 GENR LAAASGR=LOG(AAASGR+.00001);                                             
 GENR LAASGR=LOG(AASGR+.00001);                                               
 LHS AAASGR=EXP(LAAASGR)-.00001;                                              
  EQ 1038 LAAASGR C LAASGR(-1) PASGR;                                         
EQUATION 847  LAAASGR  
   RHS     C  LAASGR(-1)  PASGR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  847 PLOT=0;END;                                                     

Equation number =  847
**********************

Dependent variable = LAAASGR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.262835843

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.046911350       0.314480214  -3.32902     1.000000
12950 LAASGR  ( -1)       0.819771694       0.043274723  18.94343    -6.241138
12948 PASGR   (  0)      -0.081243662       0.150299128  -0.54055     1.226139

SE of equation            =     0.543181509
Sum of squared residuals  =  54.5835381      -0.959321511E-11
Average absolute error    =     0.427122239
Sum of ABS residuals      =  80.2989809    
R squared                 =   0.66332
Durbin-Watson statistic   =   2.48086
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                        *    +        !!         0    .    .         !
 1966.2!                       +*             !!         .    .0   .         !
 1966.3!                       +     *        !!         .    .    .  0      !
 1966.4!                           +*         !!         .    .0   .         !
 1967.1!                    *     +           !!       0 .    .    .         !
 1967.2!                    +     *           !!         .    .    . 0       !
 1967.3!                       *+             !!         .   0.    .         !
 1967.4!                      +   *           !!         .    .    0         !
 1968.1!                    *    +            !!         0    .    .         !
 1968.2!                    + *               !!         .    . 0  .         !
 1968.3!                     + *              !!         .    . 0  .         !
 1968.4!                     *+               !!         .   0.    .         !
 1969.1!                    +                 !!         .    0    .         !
 1969.2!                    +   *             !!         .    .    0         !
 1969.3!                     * +              !!         .  0 .    .         !
 1969.4!                     +    *           !!         .    .    .0        !
 1970.1!                         +     *      !!         .    .    . 0       !
 1970.2!                            +*        !!         .    .0   .         !
 1970.3!                           +*         !!         .    0    .         !
 1970.4!                          +   *       !!         .    .    0         !
 1971.1!                            + *       !!         .    . 0  .         !
 1971.2!                            +  *      !!         .    .  0 .         !
 1971.3!                            +   *     !!         .    .   0.         !
 1971.4!                              +       *!         .    .    .    0    !
 1972.1!                               *  +   !!         0    .    .         !
 1972.2!                            +*        !!         .    .0   .         !
 1972.3!                           +  *       !!         .    .  0 .         !
 1972.4!                           +  *       !!         .    .  0 .         !
 1973.1!                            +*        !!         .    .0   .         !
 1973.2!                           +   *      !!         .    .    0         !
 1973.3!                            + *       !!         .    . 0  .         !
 1973.4!                      *    +          !!        0.    .    .         !
 1974.1!                     +   *            !!         .    .    0         !
 1974.2!                       *+             !!         .    0    .         !
 1974.3!                      +   *           !!         .    .   0.         !
 1974.4!                        +    *        !!         .    .    .0        !
 1975.1!                           +  *       !!         .    .  0 .         !
 1975.2!                            +   *     !!         .    .   0.         !
 1975.3!                           * +        !!         .  0 .    .         !
 1975.4!             *            +           !!0        .    .    .         !
 1976.1!              +        *              !!         .    .    .     0   !
 1976.2!                      +*              !!         .    .0   .         !
 1976.3!                      +*              !!         .    . 0  .         !
 1976.4!                      + *             !!         .    . 0  .         !
 1977.1!                       +*             !!         .    .0   .         !
 1977.2!                  *    +              !!        0.    .    .         !
 1977.3!                  +   *               !!         .    .    .0        !
 1977.4!                      +               !!         .    .0   .         !
 1978.1!                     +*               !!         .    .0   .         !
 1978.2!                    *+                !!         .   0.    .         !
 1978.3!                    +*                !!         .    . 0  .         !
 1978.4!                     +   *            !!         .    .    0         !
 1979.1!                     *  +             !!         .0   .    .         !
 1979.2!                    + *               !!         .    .  0 .         !
 1979.3!                *     +               !!        0.    .    .         !
 1979.4!                +       *             !!         .    .    .  0      !
 1980.1!                  *    +              !!        0.    .    .         !
 1980.2!                 *+                   !!         .    0    .         !
 1980.3!            *    +                    !!        0.    .    .         !
 1980.4!             +     *                  !!         .    .    . 0       !
 1981.1!          *        +                  !!    0    .    .    .         !
 1981.2!           +     *                    !!         .    .    . 0       !
 1981.3!              *  +                    !!         .0   .    .         !
 1981.4!               +*                     !!         .    .0   .         !
 1982.1!                +                     !!         .    0    .         !
 1982.2!                +                     !!         .    0    .         !
 1982.3!                +    *                !!         .    .    .0        !
 1982.4!                    + *               !!         .    . 0  .         !
 1983.1!                      +   *           !!         .    .    0         !
 1983.2!                    *   +             !!         0    .    .         !
 1983.3!                   +*                 !!         .    0    .         !
 1983.4!                 * +                  !!         .  0 .    .         !
 1984.1!                 +                    !!         .   0.    .         !
 1984.2!                 +*                   !!         .    .0   .         !
 1984.3!                  +   *               !!         .    .    .0        !
 1984.4!                     +  *             !!         .    . 0  .         !
 1985.1!                      +    *          !!         .    .    .0        !
 1985.2!                          +*          !!         .    . 0  .         !
 1985.3!                       * +            !!         .  0 .    .         !
 1985.4!                       +    *         !!         .    .    . 0       !
 1986.1!                        * +           !!         . 0  .    .         !
 1986.2!                       +  *           !!         .    .   0.         !
 1986.3!                  *      +            !!      0  .    .    .         !
 1986.4!                  +   *               !!         .    .    0         !
 1987.1!                     +                !!         .    0    .         !
 1987.2!                  *  +                !!         . 0  .    .         !
 1987.3!                  +    *              !!         .    .    .0        !
 1987.4!                       +              !!         .    .0   .         !
 1988.1!                      +      *        !!         .    .    .  0      !
 1988.2!                       *   +          !!         0    .    .         !
 1988.3!                      + *             !!         .    .  0 .         !
 1988.4!                     * +              !!         . 0  .    .         !
 1989.1!                    +  *              !!         .    .  0 .         !
 1989.2!                      +*              !!         .    .0   .         !
 1989.3!                      + *             !!         .    . 0  .         !
 1989.4!                   *   +              !!         0    .    .         !
 1990.1!               *   +                  !!         .0   .    .         !
 1990.2!                +*                    !!         .    .0   .         !
 1990.3!                 + *                  !!         .    .  0 .         !
 1990.4!                   +*                 !!         .    .0   .         !
 1991.1!         *          +                 !!  0      .    .    .         !
 1991.2!           +    *                     !!         .    .    .0        !
 1991.3!                 +   *                !!         .    .    0         !
 1991.4!                  *  +                !!         . 0  .    .         !
 1992.1!                * +                   !!         .  0 .    .         !
 1992.2!                 +*                   !!         .    . 0  .         !
 1992.3!                  *+                  !!         .   0.    .         !
 1992.4!                 *+                   !!         .   0.    .         !
 1993.1!                 +*                   !!         .    .0   .         !
 1993.2!                 *+                   !!         .  0 .    .         !
 1993.3!               * +                    !!         . 0  .    .         !
 1993.4!             * +                      !!         .  0 .    .         !
 1994.1!            * +                       !!         .  0 .    .         !
 1994.2!          *  +                        !!         . 0  .    .         !
 1994.3!       *    +                         !!        0.    .    .         !
 1994.4!         +                            !!         .    0    .         !
 1995.1!           +                          !!         .    0    .         !
 1995.2!            +*                        !!         .    .0   .         !
 1995.3!        *     +                       !!       0 .    .    .         !
 1995.4!          +     *                     !!         .    .    . 0       !
 1996.1!               * +                    !!         .  0 .    .         !
 1996.2!               *+                     !!         .   0.    .         !
 1996.3!             * +                      !!         . 0  .    .         !
 1996.4!              +    *                  !!         .    .    .0        !
 1997.1!                   +                  !!         .    0    .         !
 1997.2!           *      +                   !!      0  .    .    .         !
 1997.3!             +  *                     !!         .    .   0.         !
 1997.4!                + *                   !!         .    . 0  .         !
 1998.1!            *     +                   !!       0 .    .    .         !
 1998.2!              +     *                 !!         .    .    . 0       !
 1998.3!                  * +                 !!         .  0 .    .         !
 1998.4!               *  +                   !!         . 0  .    .         !
 1999.1!                +*                    !!         .    .0   .         !
 1999.2!                 +*                   !!         .    .0   .         !
 1999.3!                * +                   !!         .  0 .    .         !
 1999.4!                 +*                   !!         .    .0   .         !
 2000.1!                  + *                 !!         .    .  0 .         !
 2000.2!                    +  *              !!         .    .  0 .         !
 2000.3!                      +        *      !!         .    .    .     0   !
 2000.4!                   *         +        !!   0     .    .    .         !
 2001.1!                   +                  !!         .   0.    .         !
 2001.2!            *     +                   !!      0  .    .    .         !
 2001.3!             +       *                !!         .    .    .   0     !
 2001.4!                    +                 !!         .    0    .         !
 2002.1!             *      +                 !!      0  .    .    .         !
 2002.2!           *  +                       !!         .0   .    .         !
 2002.3!           *+                         !!         .   0.    .         !
 2002.4!             +  *                     !!         .    .   0.         !
 2003.1!             *   +                    !!         .0   .    .         !
 2003.2!              +*                      !!         .    .0   .         !
 2003.3!         *      +                     !!      0  .    .    .         !
 2003.4!           +   *                      !!         .    .    0         !
 2004.1!               + *                    !!         .    . 0  .         !
 2004.2!              *  +                    !!         .0   .    .         !
 2004.3!       *       +                      !!     0   .    .    .         !
 2004.4!         + *                          !!         .    . 0  .         !
 2005.1!             +*                       !!         .    . 0  .         !
 2005.2!              *+                      !!         .   0.    .         !
 2005.3!               +       *              !!         .    .    .   0     !
 2005.4!         *            +               !0         .    .    .         !
 2006.1!           +                          !!         .    0    .         !
 2006.2!         *  +                         !!         .0   .    .         !
 2006.3!    *     +                           !!       0 .    .    .         !
 2006.4!       +  *                           !!         .    .   0.         !
 2007.1!           +  *                       !!         .    .  0 .         !
 2007.2!              +                       !!         .    0    .         !
 2007.3!               +*                     !!         .    .0   .         !
 2007.4!                + *                   !!         .    . 0  .         !
 2008.1!                 *+                   !!         .   0.    .         !
 2008.2!            *    +                    !!        0.    .    .         !
 2008.3!             + *                      !!         .    . 0  .         !
 2008.4!        *      +                      !!     0   .    .    .         !
 2009.1!        *+                            !!         .   0.    .         !
 2009.2!         *+                           !!         .   0.    .         !
 2009.3!    *      +                          !!      0  .    .    .         !
 2009.4!       +     *                        !!         .    .    . 0       !
 2010.1!         *   +                        !!         0    .    .         !
 2010.2!    *     +                           !!      0  .    .    .         !
 2010.3!   *  +                               !!         .0   .    .         !
 2010.4!     +      *                         !!         .    .    .  0      !
 2011.1!         *   +                        !!         0    .    .         !
 2011.2!    *     +                           !!       0 .    .    .         !
 2011.3!   *  +                               !!         .0   .    .         !
 2011.4!  *  +                                !!         . 0  .    .         !
 2012.1!     +  *                             !!         .    .   0.         !
 2012.2!       * +                            !!         . 0  .    .         !
 2012.3*         +                            !!   0     .    .    .         !
 2012.4!* +                                   !!         . 0  .    .         !


     32.98 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@@EQ 1039 LAASOGR C LASOGR(-1) PSOGR;SMPL 1992.3 2012.4;OLS;EST 1039 PLOT=0;EN
@@EQ 1040 LAAKOGR C LAKOGR(-1) PKOGR;SMPL 1994.3 2012.4;OLS;EST 1040 PLOT=0;EN
@EQ  1041 LAABEGR C LABEGR(-1) PBEGR;SMPL 1966.1 2012.4;OLS;EST 1041 PLOT=0;EN
@EQ  1042 LAADEGR C LADEGR(-1) PDEGR;SMPL 1966.1 2012.4;OLS;EST 1042 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOGR=NOPX$Q/GRPMM;                                                     
 GENR LAANOGR=LOG(AANOGR+.00001);                                             
 GENR LANOGR=LOG(ANOGR+.00001);                                               
 LHS AANOGR=EXP(LAANOGR)-.00001;                                              
  EQ 1043 LAANOGR C LANOGR(-1) PNOGR;                                         
EQUATION 848  LAANOGR  
   RHS     C  LANOGR(-1)  PNOGR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  848 PLOT=0;END;                                                     

Equation number =  848
**********************

Dependent variable = LAANOGR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.785324533

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.664263419       0.218631794  -3.03827     1.000000
12953 LANOGR  ( -1)       0.812963293       0.043274032  18.78640    -4.778026
12951 PNOGR   (  0)      -0.250439200       0.165546904  -1.51280     0.945144

SE of equation            =     0.517715181
Sum of squared residuals  =  49.5853666      -0.865085781E-11
Average absolute error    =     0.415715494
Sum of ABS residuals      =  78.1545129    
R squared                 =   0.69262
Durbin-Watson statistic   =   2.47094
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!              +                  *    !!          .   .   .          0
 1966.2!                          *  +        !!          .0  .   .          !
 1966.3!                        +   *         !!          .   .  0.          !
 1966.4!                   *     +            !!         0.   .   .          !
 1967.1!                  +      *            !!          .   .   . 0        !
 1967.2!                       +   *          !!          .   .  0.          !
 1967.3!                *       +             !!       0  .   .   .          !
 1967.4!                +     *               !!          .   .   .0         !
 1968.1!                    +    *            !!          .   .   0          !
 1968.2!                       +       *      !!          .   .   .  0       !
 1968.3!                            +    *    !!          .   .   .0         !
 1968.4!                              +*      !!          .   .0  .          !
 1969.1!                            +       * !!          .   .   .  0       !
 1969.2!                                + *   !!          .   .0  .          !
 1969.3!                              +    *  !!          .   .   0          !
 1969.4!                                +     *!          .   .   .0         !
 1970.1!                                  +   *!          .   .  0.          !
 1970.2!                                *+    !!          .  0.   .          !
 1970.3!                            *+        !!          .   0   .          !
 1970.4!              *           +           !!    0     .   .   .          !
 1971.1!               +    *                 !!          .   .   0          !
 1971.2!                   + *                !!          .   . 0 .          !
 1971.3!                    +                 !!          .   0   .          !
 1971.4!                    +   *             !!          .   .   0          !
 1972.1!                       +   *          !!          .   .   0          !
 1972.2!                         +     *      !!          .   .   .0         !
 1972.3!                            +    *    !!          .   .   0          !
 1972.4!                              + *     !!          .   . 0 .          !
 1973.1!                             +  *     !!          .   .  0.          !
 1973.2!                            + *       !!          .   .0  .          !
 1973.3!                           +      *   !!          .   .   . 0        !
 1973.4!                              +    *  !!          .   .   0          !
 1974.1!                              +       !!          .   0   .          !
 1974.2!                     *     +          !!         0.   .   .          !
 1974.3!                   +        *         !!          .   .   .  0       !
 1974.4!                   *      +           !!         0.   .   .          !
 1975.1!                * +                   !!          .  0.   .          !
 1975.2!                +       *             !!          .   .   .  0       !
 1975.3!                      +     *         !!          .   .   0          !
 1975.4!                       * +            !!          . 0 .   .          !
 1976.1!             *       +                !!        0 .   .   .          !
 1976.2!             +       *                !!          .   .   . 0        !
 1976.3!                   +    *             !!          .   .   0          !
 1976.4!               *      +               !!        0 .   .   .          !
 1977.1!              +    *                  !!          .   .   0          !
 1977.2!                  +      *            !!          .   .   . 0        !
 1977.3!                    *  +              !!          . 0 .   .          !
 1977.4!               *   +                  !!          .0  .   .          !
 1978.1!               +            *         !!          .   .   .      0   !
 1978.2!               *          +           !!     0    .   .   .          !
 1978.3!               + *                    !!          .   . 0 .          !
 1978.4!                 +     *              !!          .   .   .0         !
 1979.1!                    * +               !!          .  0.   .          !
 1979.2!                  *+                  !!          .  0.   .          !
 1979.3!      *          +                    !!     0    .   .   .          !
 1979.4!       +    *                         !!          .   .   0          !
 1980.1!            +    *                    !!          .   .   0          !
 1980.2!            *   +                     !!          .0  .   .          !
 1980.3!            +  *                      !!          .   .  0.          !
 1980.4!       *      +                       !!         0.   .   .          !
 1981.1!        +      *                      !!          .   .   . 0        !
 1981.2!              +                       !!          .   .0  .          !
 1981.3!             +                        !!          .   0   .          !
 1981.4!       *    +                         !!          0   .   .          !
 1982.1!       +      *                       !!          .   .   . 0        !
 1982.2!         *    +                       !!          .0  .   .          !
 1982.3!         + *                          !!          .   .0  .          !
 1982.4!         * +                          !!          . 0 .   .          !
 1983.1!   *     +                            !!         0.   .   .          !
 1983.2!    + *                               !!          .   .0  .          !
 1983.3!      +*                              !!          .   .0  .          !
 1983.4!   *    +                             !!          0   .   .          !
 1984.1! *  +                                 !!          . 0 .   .          !
 1984.2!   +      *                           !!          .   .   .0         !
 1984.3!        * +                           !!          .  0.   .          !
 1984.4!    *    +                            !!          0   .   .          !
 1985.1!     +                                !!          .   0   .          !
 1985.2!  *   +                               !!          .0  .   .          !
 1985.3!   +    *                             !!          .   .  0.          !
 1985.4!    *   +                             !!          0   .   .          !
 1986.1!   * +                                !!          .  0.   .          !
 1986.2!     +  *                             !!          .   . 0 .          !
 1986.3!         + *                          !!          .   .0  .          !
 1986.4!      *     +                         !!          0   .   .          !
 1987.1!        +*                            !!          .   .0  .          !
 1987.2!        * +                           !!          . 0 .   .          !
 1987.3!        *+                            !!          .  0.   .          !
 1987.4!          + *                         !!          .   . 0 .          !
 1988.1!         *  +                         !!          .0  .   .          !
 1988.2!  *       +                           !!        0 .   .   .          !
 1988.3!     +    *                           !!          .   .   0          !
 1988.4!          *+                          !!          .  0.   .          !
 1989.1!          +*                          !!          .   0   .          !
 1989.2!            +*                        !!          .   .0  .          !
 1989.3!              +  *                    !!          .   .  0.          !
 1989.4!   *             +                    !!  0       .   .   .          !
 1990.1!     +    *                           !!          .   .   0          !
 1990.2!           +                          !!          .   0   .          !
 1990.3!           +                          !!          .   0   .          !
 1990.4!       *   +                          !!          0   .   .          !
 1991.1!        +      *                      !!          .   .   .0         !
 1991.2!               + *                    !!          .   . 0 .          !
 1991.3!       *         +                    !!      0   .   .   .          !
 1991.4!         +                            !!          .   0   .          !
 1992.1!      *   +                           !!          .0  .   .          !
 1992.2!       +  *                           !!          .   . 0 .          !
 1992.3!         * +                          !!          .  0.   .          !
 1992.4!    *     +                           !!         0.   .   .          !
 1993.1!      +  *                            !!          .   . 0 .          !
 1993.2!        *  +                          !!          .0  .   .          !
 1993.3!    *    +                            !!          0   .   .          !
 1993.4!      +                               !!          .   0   .          !
 1994.1!        +   *                         !!          .   .  0.          !
 1994.2!          * +                         !!          . 0 .   .          !
 1994.3!           + *                        !!          .   . 0 .          !
 1994.4!      *      +                        !!        0 .   .   .          !
 1995.1!        +    *                        !!          .   .   0          !
 1995.2!       *      +                       !!        0 .   .   .          !
 1995.3!         +                            !!          .   0   .          !
 1995.4!           +*                         !!          .   .0  .          !
 1996.1!           *+                         !!          .  0.   .          !
 1996.2!       *    +                         !!          0   .   .          !
 1996.3!        +*                            !!          .   .0  .          !
 1996.4!          +                           !!          .  0.   .          !
 1997.1!        * +                           !!          . 0 .   .          !
 1997.2!       *  +                           !!          . 0 .   .          !
 1997.3!         +  *                         !!          .   .  0.          !
 1997.4!         *   +                        !!          .0  .   .          !
 1998.1!          +  *                        !!          .   . 0 .          !
 1998.2!           *  +                       !!          .0  .   .          !
 1998.3!          * +                         !!          .  0.   .          !
 1998.4!         *  +                         !!          . 0 .   .          !
 1999.1!          +*                          !!          .   0   .          !
 1999.2!           *+                         !!          .  0.   .          !
 1999.3!         *  +                         !!          . 0 .   .          !
 1999.4!    *     +                           !!         0.   .   .          !
 2000.1!      + *                             !!          .   .0  .          !
 2000.2!        *+                            !!          .  0.   .          !
 2000.3!       * +                            !!          . 0 .   .          !
 2000.4!        +          *                  !!          .   .   .    0     !
 2001.1!           *      +                   !!        0 .   .   .          !
 2001.2!           +         *                !!          .   .   .   0      !
 2001.3!            *       +                 !!        0 .   .   .          !
 2001.4!           *+                         !!          .  0.   .          !
 2002.1!           +*                         !!          .   0   .          !
 2002.2!            +*                        !!          .   .0  .          !
 2002.3!          *   +                       !!          .0  .   .          !
 2002.4!    *      +                          !!        0 .   .   .          !
 2003.1!      +     *                         !!          .   .   .0         !
 2003.2!    *       +                         !!       0  .   .   .          !
 2003.3!      +     *                         !!          .   .   .0         !
 2003.4!   *         +                        !!      0   .   .   .          !
 2004.1!     +                                !!          .   0   .          !
 2004.2!    *  +                              !!          .0  .   .          !
 2004.3!     + *                              !!          .   .0  .          !
 2004.4!     *  +                             !!          .0  .   .          !
 2005.1!      +                               !!          .   0   .          !
 2005.2!  *    +                              !!          0   .   .          !
 2005.3!    +     *                           !!          .   .   .0         !
 2005.4!  *       +                           !!       0  .   .   .          !
 2006.1!   + *                                !!          .   . 0 .          !
 2006.2!   * +                                !!          . 0 .   .          !
 2006.3! *  +                                 !!          . 0 .   .          !
 2006.4!  *+                                  !!          .   0   .          !
 2007.1! *  +                                 !!          .0  .   .          !
 2007.2!  + *                                 !!          .   .0  .          !
 2007.3!    +  *                              !!          .   . 0 .          !
 2007.4!   *   +                              !!          .0  .   .          !
 2008.1!   +*                                 !!          .   .0  .          !
 2008.2!    +      *                          !!          .   .   . 0        !
 2008.3!          +  *                        !!          .   .  0.          !
 2008.4!       *     +                        !!         0.   .   .          !
 2009.1!  *    +                              !!          0   .   .          !
 2009.2!    +   *                             !!          .   .   0          !
 2009.3!         +                            !!          .   0   .          !
 2009.4!   *     +                            !!         0.   .   .          !
 2010.1!    +    *                            !!          .   .   0          !
 2010.2!         +*                           !!          .   .0  .          !
 2010.3!    *     +                           !!         0.   .   .          !
 2010.4!     +  *                             !!          .   .  0.          !
 2011.1!      * +                             !!          .  0.   .          !
 2011.2!  *   +                               !!          0   .   .          !
 2011.3*  +                                   !!          .0  .   .          !
 2011.4!+    *                                !!          .   .   0          !
 2012.1!     +     *                          !!          .   .   . 0        !
 2012.2!         *+                           !!          .  0.   .          !
 2012.3!         +  *                         !!          .   .  0.          !
 2012.4! *         +                          !!      0   .   .   .          !


     34.04 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
@EQ  1044 LAASWGR C LASWGR(-1) PSWGR;SMPL 1966.1 2012.4;OLS;EST 1044 PLOT=0;EN
@EQ  1045 LAAIRGR C LAIRGR(-1) PIRGR;SMPL 1975.2 2012.4;OLS;EST 1045 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOGR=POPX$Q/GRPMM;                                                     
 GENR LAAPOGR=LOG(AAPOGR+.00001);                                             
 GENR LAPOGR=LOG(APOGR+.00001);                                               
 LHS AAPOGR=EXP(LAAPOGR)-.00001;                                              
  EQ 1046 LAAPOGR C LAPOGR(-1) PPOGR;                                         
EQUATION 849  LAAPOGR  
   RHS     C  LAPOGR(-1)  PPOGR  
 SMPL 1973.4 2012.4;                                                          
Sample period is now  1973.4 to  2012.4 Internally:    88 to   244
 OLS;EST  849 PLOT=0;END;                                                     

Equation number =  849
**********************

Dependent variable = LAAPOGR 

 1973.4 -   2012.4,    0 missing obs.,  157 obs. used.

Mean of dependent variable       -6.086948951

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.710616855       0.346334275  -4.93921     1.000000
12956 LAPOGR  ( -1)       0.632522324       0.063322035   9.98898    -6.089823
12954 PPOGR   (  0)      -0.405528673       0.170526189  -2.37810     1.293085

SE of equation            =     0.378360120
Sum of squared residuals  =  22.0460826      -0.278097545E-10
Average absolute error    =     0.262330218
Sum of ABS residuals      =  41.1858442    
R squared                 =   0.51195
Durbin-Watson statistic   =   2.10616
SMPL and No. Obs.         = 1973.4   2012.4    157

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.4!*              +                      !!    0     .   .   .          !
 1974.1!   * +                                !!          . 0 .   .          !
 1974.2!         +         *                  !!          .   .   .  0       !
 1974.3!    *               +                 !!   0      .   .   .          !
 1974.4!          +       *                   !!          .   .   . 0        !
 1975.1!                   +                  *!          .   .   .        0 !
 1975.2!             *                 +      !! 0        .   .   .          !
 1975.3!   *           +                      !!     0    .   .   .          !
 1975.4!        +  *                          !!          .   . 0 .          !
 1976.1!          *   +                       !!          . 0 .   .          !
 1976.2!          *   +                       !!          .0  .   .          !
 1976.3*             +                        !!     0    .   .   .          !
 1976.4!      + *                             !!          .   .0  .          !
 1977.1!            + *                       !!          .   . 0 .          !
 1977.2!       *        +                     !!        0 .   .   .          !
 1977.3!        *   +                         !!          .0  .   .          !
 1977.4!            +*                        !!          .   .0  .          !
 1978.1!                +  *                  !!          .   . 0 .          !
 1978.2!              *     +                 !!          0   .   .          !
 1978.3!              *  +                    !!          . 0 .   .          !
 1978.4!             *   +                    !!          .0  .   .          !
 1979.1!          *     +                     !!          0   .   .          !
 1979.2!           * +                        !!          .  0.   .          !
 1979.3!       *      +                       !!         0.   .   .          !
 1979.4!            +*                        !!          .   .0  .          !
 1980.1!                +*                    !!          .   .0  .          !
 1980.2!           *      +                   !!         0.   .   .          !
 1980.3!        *     +                       !!          0   .   .          !
 1980.4!     *    +                           !!          0   .   .          !
 1981.1!        *+                            !!          .  0.   .          !
 1981.2!         *+                           !!          .  0.   .          !
 1981.3!          +                           !!          .   0   .          !
 1981.4!          *+                          !!          .   0   .          !
 1982.1!       *    +                         !!          .0  .   .          !
 1982.2!          +                           !!          .   0   .          !
 1982.3!  *        +                          !!        0 .   .   .          !
 1982.4!      +*                              !!          .   .0  .          !
 1983.1!         *+                           !!          .   0   .          !
 1983.2!        *  +                          !!          . 0 .   .          !
 1983.3!         +                     *      !!          .   .   .          0
 1983.4!                         +  *         !!          .   . 0 .          !
 1984.1!            *        +                !!       0  .   .   .          !
 1984.2!            +                         !!          .   0   .          !
 1984.3!           * +                        !!          .  0.   .          !
 1984.4!  *        +                          !!        0 .   .   .          !
 1985.1!    +  *                              !!          .   . 0 .          !
 1985.2!    *    +                            !!          0   .   .          !
 1985.3!       +    *                         !!          .   .  0.          !
 1985.4!           * +                        !!          . 0 .   .          !
 1986.1!            +  *                      !!          .   . 0 .          !
 1986.2!       *       +                      !!        0 .   .   .          !
 1986.3!          + *                         !!          .   .0  .          !
 1986.4!             +*                       !!          .   .0  .          !
 1987.1!            *   +                     !!          .0  .   .          !
 1987.2!              +   *                   !!          .   .  0.          !
 1987.3!              *    +                  !!          .0  .   .          !
 1987.4!          *      +                    !!         0.   .   .          !
 1988.1!            + *                       !!          .   .0  .          !
 1988.2!              *  +                    !!          . 0 .   .          !
 1988.3!               +                      !!          .   0   .          !
 1988.4!                +*                    !!          .   .0  .          !
 1989.1!                +   *                 !!          .   .  0.          !
 1989.2!                    +                 !!          .   0   .          !
 1989.3!                    + *               !!          .   . 0 .          !
 1989.4!                      +    *          !!          .   .   0          !
 1990.1!                         +   *        !!          .   .  0.          !
 1990.2!                          +           !!          .   0   .          !
 1990.3!                       + *            !!          .   . 0 .          !
 1990.4!                        +    *        !!          .   .  0.          !
 1991.1!                         * +          !!          .  0.   .          !
 1991.2!                       +              !!          .   0   .          !
 1991.3!                     +*               !!          .   0   .          !
 1991.4!                      +*              !!          .   .0  .          !
 1992.1!                     +   *            !!          .   .  0.          !
 1992.2!                      +  *            !!          .   . 0 .          !
 1992.3!                        +     *       !!          .   .   0          !
 1992.4!                        * +           !!          . 0 .   .          !
 1993.1!                   * +                !!          . 0 .   .          !
 1993.2!                    +           *     !!          .   .   .   0      !
 1993.3!                   *       +          !!        0 .   .   .          !
 1993.4!                 +      *             !!          .   .   .0         !
 1994.1!                   *+                 !!          .   0   .          !
 1994.2!                  +  *                !!          .   .0  .          !
 1994.3!                    +   *             !!          .   .  0.          !
 1994.4!                       +     *        !!          .   .   0          !
 1995.1!                        +    *        !!          .   .  0.          !
 1995.2!                       *  +           !!          . 0 .   .          !
 1995.3!                      +               !!          .   0   .          !
 1995.4!                     +  *             !!          .   . 0 .          !
 1996.1!                      + *             !!          .   .0  .          !
 1996.2!                      +  *            !!          .   . 0 .          !
 1996.3!                       +       *      !!          .   .   . 0        !
 1996.4!                           +*         !!          .   .0  .          !
 1997.1!                       *+             !!          .  0.   .          !
 1997.2!                     +   *            !!          .   .  0.          !
 1997.3!                      + *             !!          .   .0  .          !
 1997.4!                      + *             !!          .   .0  .          !
 1998.1!                     +*               !!          .   0   .          !
 1998.2!                    +  *              !!          .   . 0 .          !
 1998.3!                     + *              !!          .   .0  .          !
 1998.4!                     +  *             !!          .   . 0 .          !
 1999.1!                      +     *         !!          .   .   .0         !
 1999.2!                         + *          !!          .   .0  .          !
 1999.3!                        +*            !!          .   .0  .          !
 1999.4!                       +*             !!          .   .0  .          !
 2000.1!                      +               !!          .   0   .          !
 2000.2!                 *   +                !!          . 0 .   .          !
 2000.3!                 +                    !!          .   .0  .          !
 2000.4!                 + *                  !!          .   .0  .          !
 2001.1!                   + *                !!          .   . 0 .          !
 2001.2!                   +                  !!          .   0   .          !
 2001.3!                  +*                  !!          .   .0  .          !
 2001.4!                 * +                  !!          .  0.   .          !
 2002.1!                +    *                !!          .   .  0.          !
 2002.2!                    +                 !!          .   .0  .          !
 2002.3!                    + *               !!          .   .0  .          !
 2002.4!                  *  +                !!          . 0 .   .          !
 2003.1!                  +      *            !!          .   .   .0         !
 2003.2!                        +*            !!          .   .0  .          !
 2003.3!                     * +              !!          .  0.   .          !
 2003.4!                     +                !!          .   0   .          !
 2004.1!                     +  *             !!          .   . 0 .          !
 2004.2!                     * +              !!          .  0.   .          !
 2004.3!                     +*               !!          .   0   .          !
 2004.4!                     *+               !!          .   0   .          !
 2005.1!                      +   *           !!          .   .  0.          !
 2005.2!                        *+            !!          .  0.   .          !
 2005.3!                       +              !!          .   0   .          !
 2005.4!                     * +              !!          .  0.   .          !
 2006.1!                     +*               !!          .   .0  .          !
 2006.2!                      +               !!          .   0   .          !
 2006.3!                      +*              !!          .   .0  .          !
 2006.4!                     * +              !!          .  0.   .          !
 2007.1!                     +  *             !!          .   .0  .          !
 2007.2!                       +              !!          .   0   .          !
 2007.3!                       +              !!          .   0   .          !
 2007.4!                      *+              !!          .  0.   .          !
 2008.1!                       + *            !!          .   . 0 .          !
 2008.2!                         +*           !!          .   .0  .          !
 2008.3!                       * +            !!          . 0 .   .          !
 2008.4!                    *  +              !!          . 0 .   .          !
 2009.1!                     + *              !!          .   . 0 .          !
 2009.2!                     * +              !!          . 0 .   .          !
 2009.3!                     +                !!          .   0   .          !
 2009.4!                  *   +               !!          .0  .   .          !
 2010.1!                   +   *              !!          .   .  0.          !
 2010.2!                     * +              !!          .  0.   .          !
 2010.3!                     + *              !!          .   .0  .          !
 2010.4!                     *+               !!          .  0.   .          !
 2011.1!                     + *              !!          .   .0  .          !
 2011.2!                     * +              !!          .  0.   .          !
 2011.3!                    *+                !!          .  0.   .          !
 2011.4!                     +          *     !!          .   .   .   0      !
 2012.1!                        *   +         !!          .0  .   .          !
 2012.2!                      +           *   !!          .   .   .   0      !
 2012.3!                             +     *  !!          .   .   0          !
 2012.4!                    *         +       !!       0  .   .   .          !


     21.66 percent of the residuals exceed 1 SE
      6.37 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPGR=SPPX$Q/GRPMM;                                                     
 GENR LAASPGR=LOG(AASPGR+.00001);                                             
 GENR LASPGR=LOG(ASPGR+.00001);                                               
 LHS AASPGR=EXP(LAASPGR)-.00001;                                              
  EQ 1047 LAASPGR C LASPGR(-1) PSPGR;                                         
EQUATION 850  LAASPGR  
   RHS     C  LASPGR(-1)  PSPGR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  850 PLOT=0;END;                                                     

Equation number =  850
**********************

Dependent variable = LAASPGR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.074333666

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.177369479       0.131456454  -1.34926     1.000000
12959 LASPGR  ( -1)       0.896297914       0.040909360  21.90936    -4.090417
12957 PSPGR   (  0)      -0.180705691       0.171741771  -1.05219     1.276840

SE of equation            =     0.305005779
Sum of squared residuals  =  17.2102772      -0.738475947E-11
Average absolute error    =     0.216257446
Sum of ABS residuals      =  40.6563999    
R squared                 =   0.88979
Durbin-Watson statistic   =   2.41026
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     +*                               !!          .   .0  .          !
 1966.2!    *  +                              !!          0   .   .          !
 1966.3!  *   +                               !!         0.   .   .          !
 1966.4*   +                                  !!         0.   .   .          !
 1967.1! +    *                               !!          .   .   .  0       !
 1967.2!   *   +                              !!         0.   .   .          !
 1967.3!    +  *                              !!          .   .   0          !
 1967.4!       *+                             !!          . 0 .   .          !
 1968.1!    *   +                             !!          0   .   .          !
 1968.2!  *   +                               !!         0.   .   .          !
 1968.3*   +                                  !!         0.   .   .          !
 1968.4! +   *                                !!          .   .   . 0        !
 1969.1!       +          *                   !!          .   .   .          0
 1969.2!             *     +                  !!       0  .   .   .          !
 1969.3!              +                       !!          .  0.   .          !
 1969.4!            *  +                      !!          .0  .   .          !
 1970.1!      *      +                        !!     0    .   .   .          !
 1970.2!        +  *                          !!          .   .  0.          !
 1970.3!        *   +                         !!        0 .   .   .          !
 1970.4!          +     *                     !!          .   .   .   0      !
 1971.1!                 + *                  !!          .   . 0 .          !
 1971.2!                    +                 !!          .   .0  .          !
 1971.3!                    *+                !!          . 0 .   .          !
 1971.4!                    + *               !!          .   .0  .          !
 1972.1!             *        +               !!  0       .   .   .          !
 1972.2!            * +                       !!          . 0 .   .          !
 1972.3!            *+                        !!          . 0 .   .          !
 1972.4!             +      *                 !!          .   .   .   0      !
 1973.1!            *       +                 !!   0      .   .   .          !
 1973.2!             + *                      !!          .   .  0.          !
 1973.3!                +                     !!          .   0   .          !
 1973.4!                +*                    !!          .   .0  .          !
 1974.1!                 +    *               !!          .   .   . 0        !
 1974.2!                     *+               !!          .  0.   .          !
 1974.3!                      +*              !!          .   . 0 .          !
 1974.4!                       +  *           !!          .   .   0          !
 1975.1!                        * +           !!          .0  .   .          !
 1975.2!                        +  *          !!          .   .   0          !
 1975.3!                     *     +          !!       0  .   .   .          !
 1975.4!                      +   *           !!          .   .   . 0        !
 1976.1!                        * +           !!          .0  .   .          !
 1976.2!                  *     +             !!       0  .   .   .          !
 1976.3!                   +        *         !!          .   .   .      0   !
 1976.4!                            + *       !!          .   . 0 .          !
 1977.1!                       *     +        !!      0   .   .   .          !
 1977.2!                     *  +             !!          .0  .   .          !
 1977.3!                    * +               !!          .0  .   .          !
 1977.4!                    *+                !!          .   0   .          !
 1978.1!                     *+               !!          .   0   .          !
 1978.2!                      +   *           !!          .   .   0          !
 1978.3!                          +      *    !!          .   .   .    0     !
 1978.4!                       *        +     !!  0       .   .   .          !
 1979.1!                        +             !!          .   0   .          !
 1979.2!                      * +             !!          . 0 .   .          !
 1979.3!                      *+              !!          .  0.   .          !
 1979.4!                    * +               !!          . 0 .   .          !
 1980.1!                  *  +                !!          0   .   .          !
 1980.2!                  +*                  !!          .   0   .          !
 1980.3!               *   +                  !!        0 .   .   .          !
 1980.4!                +        *            !!          .   .   .       0  !
 1981.1!                   *     +            !!      0   .   .   .          !
 1981.2!             *      +                 !!     0    .   .   .          !
 1981.3!              + *                     !!          .   .  0.          !
 1981.4!                 +  *                 !!          .   .   0          !
 1982.1!                    *+                !!          . 0 .   .          !
 1982.2!               *    +                 !!       0  .   .   .          !
 1982.3!                +                     !!          .   0   .          !
 1982.4!                 +*                   !!          .   .0  .          !
 1983.1!                 * +                  !!          .0  .   .          !
 1983.2!                   +                  !!          .   0   .          !
 1983.3!                   +*                 !!          .   .0  .          !
 1983.4!                      +   *           !!          .   .   . 0        !
 1984.1!                          +           !!          .   .0  .          !
 1984.2!                           +*         !!          .   . 0 .          !
 1984.3!                     *       +        !!    0     .   .   .          !
 1984.4!                  *   +               !!         0.   .   .          !
 1985.1!                   +                  !!          .   .0  .          !
 1985.2!                   *+                 !!          . 0 .   .          !
 1985.3!                    +                 !!          .   .0  .          !
 1985.4!                     +*               !!          .   .0  .          !
 1986.1!                    *  +              !!          .0  .   .          !
 1986.2!                     +    *           !!          .   .   .  0       !
 1986.3!                          +           !!          .  0.   .          !
 1986.4!                          + *         !!          .   .  0.          !
 1987.1!                        *   +         !!         0.   .   .          !
 1987.2!                        + *           !!          .   .  0.          !
 1987.3!                           +          !!          .   .0  .          !
 1987.4!                          * +         !!          . 0 .   .          !
 1988.1!                          + *         !!          .   .   0          !
 1988.2!                         *   +        !!         0.   .   .          !
 1988.3!                         +*           !!          .   .0  .          !
 1988.4!                        * +           !!          .0  .   .          !
 1989.1!                        + *           !!          .   .  0.          !
 1989.2!                          +*          !!          .   .0  .          !
 1989.3!                         * +          !!          . 0 .   .          !
 1989.4!                          +  *        !!          .   .   0          !
 1990.1!                           * +        !!          . 0 .   .          !
 1990.2!                       *   +          !!        0 .   .   .          !
 1990.3!                       +    *         !!          .   .   .  0       !
 1990.4!                            + *       !!          .   .  0.          !
 1991.1!                             *+       !!          .  0.   .          !
 1991.2!                          *  +        !!          .0  .   .          !
 1991.3!                          +           !!          .   0   .          !
 1991.4!                          +*          !!          .   .0  .          !
 1992.1!                        *  +          !!          0   .   .          !
 1992.2!                       +              !!          .  0.   .          !
 1992.3!                       +    *         !!          .   .   .  0       !
 1992.4!                           *+         !!          . 0 .   .          !
 1993.1!                           +*         !!          .   . 0 .          !
 1993.2!                             +        !!          .   0   .          !
 1993.3!                             +*       !!          .   .0  .          !
 1993.4!                             +*       !!          .   .0  .          !
 1994.1!                             +*       !!          .   0   .          !
 1994.2!                             +  *     !!          .   .  0.          !
 1994.3!                               + *    !!          .   . 0 .          !
 1994.4!                                *+    !!          .   0   .          !
 1995.1!                                + *   !!          .   . 0 .          !
 1995.2!                                *+    !!          .  0.   .          !
 1995.3!                                +     !!          .   .0  .          !
 1995.4!                                +*    !!          .   .0  .          !
 1996.1!                                +*    !!          .   .0  .          !
 1996.2!                                + *   !!          .   . 0 .          !
 1996.3!                                 +*   !!          .   0   .          !
 1996.4!                                 +    !!          .   0   .          !
 1997.1!                                *+    !!          .   0   .          !
 1997.2!                                + *   !!          .   . 0 .          !
 1997.3!                                 +*   !!          .   .0  .          !
 1997.4!                                  + * !!          .   .   0          !
 1998.1!                                 *  + !!          0   .   .          !
 1998.2!                                +*    !!          .   .0  .          !
 1998.3!                                +     !!          .   0   .          !
 1998.4!                                + *   !!          .   . 0 .          !
 1999.1!                                 +    !!          .   0   .          !
 1999.2!                                 +    !!          .   0   .          !
 1999.3!                                 +*   !!          .   . 0 .          !
 1999.4!                                  +*  !!          .   .0  .          !
 2000.1!                                  +   !!          .   0   .          !
 2000.2!                               *  +   !!          0   .   .          !
 2000.3!                               + *    !!          .   .  0.          !
 2000.4!                                 +  * !!          .   .  0.          !
 2001.1!                                  *+  !!          . 0 .   .          !
 2001.2!                                  +   !!          .   .0  .          !
 2001.3!                                  +*  !!          .   .0  .          !
 2001.4!                                  +   !!          .  0.   .          !
 2002.1!                                 +*   !!          .   0   .          !
 2002.2!                                 +  * !!          .   .  0.          !
 2002.3!                                   +* !!          .   .0  .          !
 2002.4!                                    +*!!          .   .0  .          !
 2003.1!                                   *+ !!          .  0.   .          !
 2003.2!                                   +* !!          .   .0  .          !
 2003.3!                                   +* !!          .   .0  .          !
 2003.4!                                   +* !!          .   . 0 .          !
 2004.1!                                   *+ !!          .  0.   .          !
 2004.2!                                  + * !!          .   . 0 .          !
 2004.3!                                   +* !!          .   .0  .          !
 2004.4!                                   +* !!          .   .0  .          !
 2005.1!                                  *+  !!          . 0 .   .          !
 2005.2!                                  +*  !!          .   . 0 .          !
 2005.3!                                  +*  !!          .   .0  .          !
 2005.4!                                  +  *!!          .   .  0.          !
 2006.1!                                  * + !!          . 0 .   .          !
 2006.2!                                  +   !!          .   0   .          !
 2006.3!                                 +*   !!          .   .0  .          !
 2006.4!                                  + * !!          .   .  0.          !
 2007.1!                                  * + !!          . 0 .   .          !
 2007.2!                                  +*  !!          .   .0  .          !
 2007.3!                                  +*  !!          .   .0  .          !
 2007.4!                                  +  *!!          .   .  0.          !
 2008.1!                                    + !!          .   0   .          !
 2008.2!                                   +  !!          .   0   .          !
 2008.3!                                   +* !!          .   . 0 .          !
 2008.4!                                    + *!          .   .  0.          !
 2009.1!                                   * +!!          .0  .   .          !
 2009.2!                                 *+   !!          .  0.   .          !
 2009.3!                                 +*   !!          .   .0  .          !
 2009.4!                                 + *  !!          .   . 0 .          !
 2010.1!                                   +  !!          .   0   .          !
 2010.2!                                  +*  !!          .   0   .          !
 2010.3!                                  +*  !!          .   .0  .          !
 2010.4!                                   +* !!          .   . 0 .          !
 2011.1!                                  *+  !!          .  0.   .          !
 2011.2!                                  +   !!          .   0   .          !
 2011.3!                                  +   !!          .   0   .          !
 2011.4!                                 + *  !!          .   . 0 .          !
 2012.1!                                 *+   !!          . 0 .   .          !
 2012.2!                                 +    !!          .   0   .          !
 2012.3!                                +*    !!          .   .0  .          !
 2012.4!                                 +*   !!          .   . 0 .          !


     22.34 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@EQ  1048 LAANZGR C LANZGR(-1) PNZGR;SMPL 1972.3 2012.4;OLS;EST 1048 PLOT=0;EN
@@EQ 1049 LAASAGR C LASAGR(-1) PSAGR;SMPL 1972.3 2012.4;OLS;EST 1049 PLOT=0;EN
@@EQ 1050 LAAVEGR C LAVEGR(-1) PVEGR;SMPL 1997.2 2012.4;OLS;EST 1050 PLOT=0;EN
@EQ  1051 LAACOGR C LACOGR(-1) PCOGR;SMPL 1988.1 2012.4;OLS;EST 1051 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJOGR=JOPX$Q/GRPMM;                                                     
 GENR LAAJOGR=LOG(AAJOGR+.00001);                                             
 GENR LAJOGR=LOG(AJOGR+.00001);                                               
 LHS AAJOGR=EXP(LAAJOGR)-.00001;                                              
  EQ 1052 LAAJOGR C LAJOGR(-1) PJOGR;                                         
EQUATION 851  LAAJOGR  
   RHS     C  LAJOGR(-1)  PJOGR  
 SMPL 1985.1 2012.4;                                                          
Sample period is now  1985.1 to  2012.4 Internally:   133 to   244
 OLS;EST  851 PLOT=0;END;                                                     

Equation number =  851
**********************

Dependent variable = LAAJOGR 

 1985.1 -   2012.4,    0 missing obs.,  112 obs. used.

Mean of dependent variable       -8.882396960

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.911047609       0.687168172  -4.23630     1.000000
12962 LAJOGR  ( -1)       0.666959784       0.071275356   9.35751    -8.881326
12960 PJOGR   (  0)      -0.038384411       0.240770015  -0.15942     1.246920

SE of equation            =     0.721191917
Sum of squared residuals  =  56.6928381      -0.103481668E-10
Average absolute error    =     0.547789222
Sum of ABS residuals      =  61.3523929    
R squared                 =   0.44699
Durbin-Watson statistic   =   2.27265
SMPL and No. Obs.         = 1985.1   2012.4    112

Plot of actual(*) and fitted(+) values and residuals(0)


 1985.1!                          +   *       !!         .    .   0.         !
 1985.2!                          +           !!         .    0    .         !
 1985.3!                       *+             !!         .    0    .         !
 1985.4!                      +          *    !!         .    .    .   0     !
 1986.1!                             + *      !!         .    . 0  .         !
 1986.2!                           +   *      !!         .    .  0 .         !
 1986.3!                       *   +          !!         . 0  .    .         !
 1986.4!                     +                *!         .    .    .       0 !
 1987.1!                           *    +     !!         .0   .    .         !
 1987.2!                         +            !!         .    0    .         !
 1987.3!               *       +              !!       0 .    .    .         !
 1987.4!                +          *          !!         .    .    .   0     !
 1988.1!                        +         *   !!         .    .    .  0      !
 1988.2!          *                  +        !0         .    .    .         !
 1988.3!             +      *                 !!         .    .    0         !
 1988.4!                    +   *             !!         .    .   0.         !
 1989.1!                       +       *      !!         .    .    . 0       !
 1989.2!                         * +          !!         .  0 .    .         !
 1989.3!                      *+              !!         .   0.    .         !
 1989.4!                     +   *            !!         .    .  0 .         !
 1990.1!                      *+              !!         .   0.    .         !
 1990.2!                     +           *    !!         .    .    .   0     !
 1990.3!                *           +         !!    0    .    .    .         !
 1990.4!             *   +                    !!         . 0  .    .         !
 1991.1!               +     *                !!         .    .   0.         !
 1991.2!                    +        *        !!         .    .    . 0       !
 1991.3!                      *   +           !!         . 0  .    .         !
 1991.4!            *        +                !!      0  .    .    .         !
 1992.1!           *  +                       !!         . 0  .    .         !
 1992.2!             +         *              !!         .    .    .  0      !
 1992.3!         *            +               !!    0    .    .    .         !
 1992.4!             +            *           !!         .    .    .    0    !
 1993.1!                       +  *           !!         .    . 0  .         !
 1993.2!                        +   *         !!         .    .  0 .         !
 1993.3!                 *       +            !!       0 .    .    .         !
 1993.4!                  +       *           !!         .    .    . 0       !
 1994.1!                        +             !!         .    0    .         !
 1994.2!                      +  *            !!         .    . 0  .         !
 1994.3!                       + *            !!         .    .0   .         !
 1994.4!                       +  *           !!         .    . 0  .         !
 1995.1!                       +        *     !!         .    .    . 0       !
 1995.2!                           *+         !!         .    0    .         !
 1995.3!                        +*            !!         .    0    .         !
 1995.4!                       +              !!         .    0    .         !
 1996.1!                      +      *        !!         .    .    .0        !
 1996.2!                       *  +           !!         .  0 .    .         !
 1996.3!                      +               !!         .    0    .         !
 1996.4!                     +           *    !!         .    .    .   0     !
 1997.1!                         *  +         !!         . 0  .    .         !
 1997.2!                       + *            !!         .    . 0  .         !
 1997.3!                       +   *          !!         .    .  0 .         !
 1997.4!                        + *           !!         .    .0   .         !
 1998.1!                     *  +             !!         .  0 .    .         !
 1998.2!                    +*                !!         .    .0   .         !
 1998.3!                     +*               !!         .    .0   .         !
 1998.4!                     + *              !!         .    .0   .         !
 1999.1!                     +  *             !!         .    . 0  .         !
 1999.2!                      +  *            !!         .    . 0  .         !
 1999.3!                       +       *      !!         .    .    .0        !
 1999.4!          *                +          !! 0       .    .    .         !
 2000.1!             +        *               !!         .    .    . 0       !
 2000.2!                     +                !!         .    0    .         !
 2000.3!                   *+                 !!         .   0.    .         !
 2000.4!              *    +                  !!         0    .    .         !
 2001.1!            *   +                     !!         . 0  .    .         !
 2001.2!              +     *                 !!         .    .    0         !
 2001.3!                   *+                 !!         .   0.    .         !
 2001.4!             *     +                  !!         0    .    .         !
 2002.1!         *     +                      !!         0    .    .         !
 2002.2!*           +                         !!    0    .    .    .         !
 2002.3!       +*                             !!         .    .0   .         !
 2002.4!            +        *                !!         .    .    . 0       !
 2003.1!            *       +                 !!       0 .    .    .         !
 2003.2!          *   +                       !!         . 0  .    .         !
 2003.3!     *       +                        !!       0 .    .    .         !
 2003.4!         +*                           !!         .    0    .         !
 2004.1!         *   +                        !!         . 0  .    .         !
 2004.2!          *  +                        !!         .  0 .    .         !
 2004.3!           * +                        !!         .  0 .    .         !
 2004.4!      *       +                       !!       0 .    .    .         !
 2005.1!        * +                           !!         .  0 .    .         !
 2005.2!            +                         !!         .    0    .         !
 2005.3!           *  +                       !!         . 0  .    .         !
 2005.4!    *        +                        !!      0  .    .    .         !
 2006.1!       * +                            !!         .   0.    .         !
 2006.2!           +    *                     !!         .    .   0.         !
 2006.3!             *   +                    !!         . 0  .    .         !
 2006.4!     *         +                      !!      0  .    .    .         !
 2007.1!          + *                         !!         .    .0   .         !
 2007.2!              + *                     !!         .    .0   .         !
 2007.3!                 +   *                !!         .    .  0 .         !
 2007.4!                 *  +                 !!         . 0  .    .         !
 2008.1!         *        +                   !!       0 .    .    .         !
 2008.2!           *+                         !!         .   0.    .         !
 2008.3! *            +                       !!    0    .    .    .         !
 2008.4!  *    +                              !!         .0   .    .         !
 2009.1*       +                              !!       0 .    .    .         !
 2009.2!    * +                               !!         .   0.    .         !
 2009.3!         +  *                         !!         .    .  0 .         !
 2009.4!         *     +                      !!         0    .    .         !
 2010.1!           *+                         !!         .   0.    .         !
 2010.2!           *  +                       !!         .  0 .    .         !
 2010.3!             +*                       !!         .    .0   .         !
 2010.4!                +       *             !!         .    .    . 0       !
 2011.1!                      +    *          !!         .    .   0.         !
 2011.2!                        +*            !!         .    .0   .         !
 2011.3!                       +              !!         .    0    .         !
 2011.4!                     +                !!         .    0    .         !
 2012.1!                    +     *           !!         .    .    0         !
 2012.2!                        +             !!         .    0    .         !
 2012.3!                      +  *            !!         .    .  0 .         !
 2012.4!                       +    *         !!         .    .   0.         !


     30.36 percent of the residuals exceed 1 SE
      2.68 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSYGR=SYPX$Q/GRPMM;                                                     
 GENR LAASYGR=LOG(AASYGR+.00001);                                             
 GENR LASYGR=LOG(ASYGR+.00001);                                               
 LHS AASYGR=EXP(LAASYGR)-.00001;                                              
  EQ 1053 LAASYGR C LASYGR(-1) PSYGR;                                         
EQUATION 852  LAASYGR  
   RHS     C  LASYGR(-1)  PSYGR  
 SMPL 1968.2 2012.4;                                                          
Sample period is now  1968.2 to  2012.4 Internally:    66 to   244
 OLS;EST  852 PLOT=0;END;                                                     

Equation number =  852
**********************

Dependent variable = LAASYGR 

 1968.2 -   2012.4,    0 missing obs.,  179 obs. used.

Mean of dependent variable       -7.335516619

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.109124921       0.468070268  -6.64243     1.000000
12965 LASYGR  ( -1)       0.574692730       0.061173889   9.39441    -7.344305
12963 PSYGR   (  0)      -0.001947999       0.031365741  -0.06211     2.912162

SE of equation            =     0.947438901
Sum of squared residuals  =  157.984723       0.604316597E-11
Average absolute error    =     0.713652324
Sum of ABS residuals      =  127.743766    
R squared                 =   0.33434
Durbin-Watson statistic   =   2.40662
SMPL and No. Obs.         = 1968.2   2012.4    179

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.2!             *   +                    !!          .0  .   .          !
 1968.3!            *    +                    !!          0   .   .          !
 1968.4!            *    +                    !!          0   .   .          !
 1969.1!                +                     !!          .  0.   .          !
 1969.2!            *      +                  !!         0.   .   .          !
 1969.3!                 + *                  !!          .   . 0 .          !
 1969.4!            *        +                !!       0  .   .   .          !
 1970.1!                +   *                 !!          .   .  0.          !
 1970.2!                     +  *             !!          .   . 0 .          !
 1970.3!            *           +             !!     0    .   .   .          !
 1970.4!           *    +                     !!          0   .   .          !
 1971.1!          *     +                     !!          0   .   .          !
 1971.2!                + *                   !!          .   . 0 .          !
 1971.3!              *     +                 !!         0.   .   .          !
 1971.4!                  +    *              !!          .   .   0          !
 1972.1!                       +*             !!          .   .0  .          !
 1972.2!                   *   +              !!          0   .   .          !
 1972.3!                   * +                !!          .  0.   .          !
 1972.4!                 *   +                !!          .0  .   .          !
 1973.1!                   +*                 !!          .   .0  .          !
 1973.2!                     +    *           !!          .   .  0.          !
 1973.3!                        +    *        !!          .   .  0.          !
 1973.4!                          +   *       !!          .   .  0.          !
 1974.1!                           +  *       !!          .   . 0 .          !
 1974.2!                           +          *!          .   .   .   0      !
 1974.3!                                +    *!!          .   .   0          !
 1974.4!                               +    * !!          .   .   0          !
 1975.1!                               + *    !!          .   . 0 .          !
 1975.2!                             +     *  !!          .   .   .0         !
 1975.3!                             *+       !!          .  0.   .          !
 1975.4!                         *+           !!          .  0.   .          !
 1976.1!                        +   *         !!          .   .  0.          !
 1976.2!                     *    +           !!          0   .   .          !
 1976.3!                      +*              !!          .   .0  .          !
 1976.4!                       +          *   !!          .   .   .    0     !
 1977.1!                          *  +        !!          .0  .   .          !
 1977.2!                         +   *        !!          .   .  0.          !
 1977.3!                          +           !!          .   0   .          !
 1977.4!                         +  *         !!          .   . 0 .          !
 1978.1!                          +           !!          .   0   .          !
 1978.2!                         +     *      !!          .   .   .0         !
 1978.3!                            +  *      !!          .   .  0.          !
 1978.4!                            +   *     !!          .   .  0.          !
 1979.1!                            +   *     !!          .   .  0.          !
 1979.2!                            +*        !!          .   0   .          !
 1979.3!                          +    *      !!          .   .  0.          !
 1979.4!                           +     *    !!          .   .   0          !
 1980.1!                       *     +        !!          0   .   .          !
 1980.2!                     * +              !!          .  0.   .          !
 1980.3!                      + *             !!          .   .0  .          !
 1980.4!                    *  +              !!          .0  .   .          !
 1981.1!                     +      *         !!          .   .   .0         !
 1981.2!                          +      *    !!          .   .   . 0        !
 1981.3!                             +        !!          .   0   .          !
 1981.4!                          + *         !!          .   . 0 .          !
 1982.1!                          +*          !!          .   .0  .          !
 1982.2!                          +           !!          .   .0  .          !
 1982.3!                         +            !!          .   0   .          !
 1982.4!                        +   *         !!          .   .  0.          !
 1983.1!                *         +           !!      0   .   .   .          !
 1983.2!                   +   *              !!          .   .  0.          !
 1983.3!                 *     +              !!         0.   .   .          !
 1983.4!                *  +                  !!          .0  .   .          !
 1984.1!                   + *                !!          .   . 0 .          !
 1984.2!               *      +               !!         0.   .   .          !
 1984.3!                  +   *               !!          .   .  0.          !
 1984.4!                    * +               !!          . 0 .   .          !
 1985.1!                *    +                !!          0   .   .          !
 1985.2!               *   +                  !!          .0  .   .          !
 1985.3!             *     +                  !!          0   .   .          !
 1985.4!             *   +                    !!          .0  .   .          !
 1986.1!             *   +                    !!          0   .   .          !
 1986.2!                 +                    !!          .   0   .          !
 1986.3!            *       +                 !!        0 .   .   .          !
 1986.4*                +                     !! 0        .   .   .          !
 1987.1!         +   *                        !!          .   .  0.          !
 1987.2!                *+                    !!          .   0   .          !
 1987.3!          *        +                  !!       0  .   .   .          !
 1987.4!                +    *                !!          .   .   0          !
 1988.1!    *                 +               !!0         .   .   .          !
 1988.2!            +                   *     !!          .   .   .          0
 1988.3!                 *          +         !!      0   .   .   .          !
 1988.4!              *     +                 !!          0   .   .          !
 1989.1!                 *+                   !!          .  0.   .          !
 1989.2!                   +              *   !!          .   .   .      0   !
 1989.3!                         *   +        !!          .0  .   .          !
 1989.4!                 *      +             !!         0.   .   .          !
 1990.1!                    +        *        !!          .   .   .  0       !
 1990.2!                     *     +          !!          0   .   .          !
 1990.3!                      + *             !!          .   . 0 .          !
 1990.4!                        +      *      !!          .   .   .0         !
 1991.1!                           +          !!          .   0   .          !
 1991.2!                          +*          !!          .   .0  .          !
 1991.3!                     *   +            !!          .0  .   .          !
 1991.4!                *     +               !!          0   .   .          !
 1992.1!                   +    *             !!          .   .   0          !
 1992.2!                       +              !!          .   0   .          !
 1992.3!                     * +              !!          .  0.   .          !
 1992.4!                  *   +               !!          .0  .   .          !
 1993.1!               *    +                 !!          0   .   .          !
 1993.2!                  + *                 !!          .   .0  .          !
 1993.3!             *       +                !!        0 .   .   .          !
 1993.4!                 +     *              !!          .   .   0          !
 1994.1!                     * +              !!          . 0 .   .          !
 1994.2!                      +               !!          .   0   .          !
 1994.3!                      +        *      !!          .   .   . 0        !
 1994.4!                   *       +          !!        0 .   .   .          !
 1995.1!                     +*               !!          .   .0  .          !
 1995.2!                      +           *   !!          .   .   .    0     !
 1995.3!                             +     *  !!          .   .   0          !
 1995.4!                              +     * !!          .   .   0          !
 1996.1!                              + *     !!          .   . 0 .          !
 1996.2!                            +    *    !!          .   .  0.          !
 1996.3!                *            +        !!     0    .   .   .          !
 1996.4!                   +              *   !!          .   .   .       0  !
 1997.1!                        *     +       !!          0   .   .          !
 1997.2!                       +*             !!          .   0   .          !
 1997.3!                        +*            !!          .   .0  .          !
 1997.4!                        +             !!          .   0   .          !
 1998.1!                      * +             !!          .  0.   .          !
 1998.2!                     *+               !!          .  0.   .          !
 1998.3!                     *+               !!          .  0.   .          !
 1998.4!                      +               !!          .   0   .          !
 1999.1!                      +      *        !!          .   .   .0         !
 1999.2!                          +           !!          .  0.   .          !
 1999.3!                     *  +             !!          . 0 .   .          !
 1999.4!                      + *             !!          .   .0  .          !
 2000.1!                     * +              !!          . 0 .   .          !
 2000.2!                      +  *            !!          .   . 0 .          !
 2000.3!                     *  +             !!          . 0 .   .          !
 2000.4!                     *+               !!          .  0.   .          !
 2001.1!                  *   +               !!          .0  .   .          !
 2001.2!                    +  *              !!          .   . 0 .          !
 2001.3!                  *    +              !!          .0  .   .          !
 2001.4!                   *+                 !!          .  0.   .          !
 2002.1!                  *  +                !!          . 0 .   .          !
 2002.2!                   *+                 !!          .  0.   .          !
 2002.3!                  * +                 !!          . 0 .   .          !
 2002.4!                   *+                 !!          .  0.   .          !
 2003.1!                 *   +                !!          . 0 .   .          !
 2003.2!                    +                 !!          .   0   .          !
 2003.3!                     + *              !!          .   . 0 .          !
 2003.4!                     * +              !!          . 0 .   .          !
 2004.1!                      +        *      !!          .   .   .  0       !
 2004.2!                           +   *      !!          .   .  0.          !
 2004.3!                            +  *      !!          .   .  0.          !
 2004.4!                            +   *     !!          .   .  0.          !
 2005.1!                    *       +         !!        0 .   .   .          !
 2005.2!                    *+                !!          .  0.   .          !
 2005.3!                     +*               !!          .   0   .          !
 2005.4!                     *+               !!          .  0.   .          !
 2006.1!                    * +               !!          . 0 .   .          !
 2006.2!                     +                !!          .   0   .          !
 2006.3!                     *+               !!          .  0.   .          !
 2006.4!                    * +               !!          .  0.   .          !
 2007.1!                      +               !!          .   0   .          !
 2007.2!                      +               !!          .   0   .          !
 2007.3!                      +               !!          .   0   .          !
 2007.4!                       +              !!          .   0   .          !
 2008.1!                       +       *      !!          .   .   . 0        !
 2008.2!                            +   *     !!          .   .   0          !
 2008.3!                          * +         !!          . 0 .   .          !
 2008.4!                         +*           !!          .   .0  .          !
 2009.1!                         + *          !!          .   . 0 .          !
 2009.2!                        *+            !!          .  0.   .          !
 2009.3!                       +         *    !!          .   .   .  0       !
 2009.4!                      *      +        !!         0.   .   .          !
 2010.1!                     *+               !!          .  0.   .          !
 2010.2!                      +               !!          .   0   .          !
 2010.3!                      +         *     !!          .   .   .  0       !
 2010.4!                        *   +         !!          .0  .   .          !
 2011.1!                        +      *      !!          .   .   . 0        !
 2011.2!                     *      +         !!         0.   .   .          !
 2011.3!                      +         *     !!          .   .   .   0      !
 2011.4!                       *    +         !!          0   .   .          !
 2012.1!                 *     +              !!          0   .   .          !
 2012.2!                  * +                 !!          .  0.   .          !
 2012.3!                    +*                !!          .   .0  .          !
 2012.4!                      +               !!          .   0   .          !


     26.82 percent of the residuals exceed 1 SE
      5.03 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDGR=IDPX$Q/GRPMM;                                                     
 GENR LAAIDGR=LOG(AAIDGR+.00001);                                             
 GENR LAIDGR=LOG(AIDGR+.00001);                                               
 LHS AAIDGR=EXP(LAAIDGR)-.00001;                                              
  EQ 1054 LAAIDGR C LAIDGR(-1) PIDGR;                                         
EQUATION 853  LAAIDGR  
   RHS     C  LAIDGR(-1)  PIDGR  
 SMPL 1974.2 2012.4;                                                          
Sample period is now  1974.2 to  2012.4 Internally:    90 to   244
 OLS;EST  853 PLOT=0;END;                                                     

Equation number =  853
**********************

Dependent variable = LAAIDGR 

 1974.2 -   2012.4,    0 missing obs.,  155 obs. used.

Mean of dependent variable       -6.130431204

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.471901151       0.269138728  -1.75338     1.000000
12968 LAIDGR  ( -1)       0.852553867       0.042802960  19.91811    -6.141414
12966 PIDGR   (  0)      -0.327351163       0.213456307  -1.53357     1.291103

SE of equation            =     0.455879734
Sum of squared residuals  =  31.5896025       0.695266067E-11
Average absolute error    =     0.326619062
Sum of ABS residuals      =  50.6259546    
R squared                 =   0.79288
Durbin-Watson statistic   =   2.62397
SMPL and No. Obs.         = 1974.2   2012.4    155

Plot of actual(*) and fitted(+) values and residuals(0)


 1974.2!     * +                              !!          . 0 .   .          !
 1974.3!     *+                               !!          .  0.   .          !
 1974.4!      *+                              !!          .  0.   .          !
 1975.1!     * +                              !!          .0  .   .          !
 1975.2!     *+                               !!          .   0   .          !
 1975.3!      *+                              !!          .  0.   .          !
 1975.4!       +          *                   !!          .   .   .      0   !
 1976.1!           *      +                   !!       0  .   .   .          !
 1976.2!    *       +                         !!      0   .   .   .          !
 1976.3!   *  +                               !!          . 0 .   .          !
 1976.4!   * +                                !!          . 0 .   .          !
 1977.1!     +          *                     !!          .   .   .      0   !
 1977.2! *             +                      !!0         .   .   .          !
 1977.3!   +        *                         !!          .   .   .    0     !
 1977.4!            +                         !!          .   0   .          !
 1978.1!             +                        !!          .   0   .          !
 1978.2!             *+                       !!          .  0.   .          !
 1978.3!              +*                      !!          .   .0  .          !
 1978.4!        *      +                      !!       0  .   .   .          !
 1979.1!          +  *                        !!          .   .  0.          !
 1979.2!         *   +                        !!          0   .   .          !
 1979.3!         + *                          !!          .   . 0 .          !
 1979.4!            +*                        !!          .   .0  .          !
 1980.1!          *   +                       !!          0   .   .          !
 1980.2!         * +                          !!          . 0 .   .          !
 1980.3!       * +                            !!          .0  .   .          !
 1980.4!     * +                              !!          . 0 .   .          !
 1981.1!   *   +                              !!          .0  .   .          !
 1981.2!     +              *                 !!          .   .   .          0
 1981.3!    *              +                  !!0         .   .   .          !
 1981.4!    * +                               !!          .  0.   .          !
 1982.1!     +*                               !!          .   .0  .          !
 1982.2!       +*                             !!          .   .0  .          !
 1982.3!      *  +                            !!          .0  .   .          !
 1982.4!       +                              !!          .   0   .          !
 1983.1! *      +                             !!       0  .   .   .          !
 1983.2!   +      *                           !!          .   .   .  0       !
 1983.3!          +  *                        !!          .   . 0 .          !
 1983.4!     *       +                        !!      0   .   .   .          !
 1984.1!*     +                               !!         0.   .   .          !
 1984.2!  + *                                 !!          .   . 0 .          !
 1984.3!    *+                                !!          .  0.   .          !
 1984.4*     +                                !!        0 .   .   .          !
 1985.1!+ *                                   !!          .   .0  .          !
 1985.2! * +                                  !!          . 0 .   .          !
 1985.3!  +   *                               !!          .   .   0          !
 1985.4!  *    +                              !!         0.   .   .          !
 1986.1!  *+                                  !!          . 0 .   .          !
 1986.2!   +     *                            !!          .   .   . 0        !
 1986.3!    *     +                           !!       0  .   .   .          !
 1986.4!     +  *                             !!          .   .  0.          !
 1987.1!         *+                           !!          .  0.   .          !
 1987.2!          +*                          !!          .   0   .          !
 1987.3!       *    +                         !!         0.   .   .          !
 1987.4!    *    +                            !!         0.   .   .          !
 1988.1!     +    *                           !!          .   .   .0         !
 1988.2!      *    +                          !!         0.   .   .          !
 1988.3!      *+                              !!          . 0 .   .          !
 1988.4!      *+                              !!          .  0.   .          !
 1989.1!      + *                             !!          .   . 0 .          !
 1989.2!         +  *                         !!          .   .  0.          !
 1989.3!       *     +                        !!        0 .   .   .          !
 1989.4!         +                            !!          .   .0  .          !
 1990.1!           +*                         !!          .   .0  .          !
 1990.2!           * +                        !!          .  0.   .          !
 1990.3!           *+                         !!          .  0.   .          !
 1990.4!            + *                       !!          .   .0  .          !
 1991.1!             * +                      !!          . 0 .   .          !
 1991.2!             +                        !!          .   0   .          !
 1991.3!         *    +                       !!         0.   .   .          !
 1991.4!           + *                        !!          .   . 0 .          !
 1992.1!          *   +                       !!          .0  .   .          !
 1992.2!           +    *                     !!          .   .   0          !
 1992.3!              * +                     !!          . 0 .   .          !
 1992.4!               +                      !!          .   0   .          !
 1993.1!               +  *                   !!          .   .  0.          !
 1993.2!                  *+                  !!          .  0.   .          !
 1993.3!              *   +                   !!          .0  .   .          !
 1993.4!              +  *                    !!          .   .  0.          !
 1994.1!                +  *                  !!          .   .  0.          !
 1994.2!                  *+                  !!          .  0.   .          !
 1994.3!                  +                   !!          .  0.   .          !
 1994.4!                  +*                  !!          .   .0  .          !
 1995.1!                   +    *             !!          .   .   .0         !
 1995.2!                     *  +             !!          .0  .   .          !
 1995.3!                     +                !!          .   0   .          !
 1995.4!                      +*              !!          .   .0  .          !
 1996.1!                       + *            !!          .   . 0 .          !
 1996.2!                       *+             !!          .  0.   .          !
 1996.3!                      *+              !!          .  0.   .          !
 1996.4!                      +               !!          .   0   .          !
 1997.1!                     +                !!          .   0   .          !
 1997.2!                     +*               !!          .   .0  .          !
 1997.3!                  *  +                !!          . 0 .   .          !
 1997.4!                  +                   !!          .   0   .          !
 1998.1!                  +  *                !!          .   .  0.          !
 1998.2!                     + *              !!          .   . 0 .          !
 1998.3!                       +*             !!          .   . 0 .          !
 1998.4!                        +             !!          .   0   .          !
 1999.1!                      *+              !!          .  0.   .          !
 1999.2!                      +*              !!          .   .0  .          !
 1999.3!                     * +              !!          . 0 .   .          !
 1999.4!                    *+                !!          .  0.   .          !
 2000.1!                    +                 !!          .   0   .          !
 2000.2!                    +*                !!          .   .0  .          !
 2000.3!                    +                 !!          .   0   .          !
 2000.4!                    +*                !!          .   .0  .          !
 2001.1!                     + *              !!          .   .0  .          !
 2001.2!                    * +               !!          . 0 .   .          !
 2001.3!                   *+                 !!          .  0.   .          !
 2001.4!                   +   *              !!          .   .   0          !
 2002.1!                       +   *          !!          .   .   0          !
 2002.2!                        *  +          !!          . 0 .   .          !
 2002.3!                      * +             !!          . 0 .   .          !
 2002.4!                      +               !!          .  0.   .          !
 2003.1!                      +*              !!          .   .0  .          !
 2003.2!                       + *            !!          .   .0  .          !
 2003.3!                       *+             !!          .  0.   .          !
 2003.4!                       +  *           !!          .   . 0 .          !
 2004.1!                        *+            !!          .  0.   .          !
 2004.2!                       *+             !!          .   0   .          !
 2004.3!                       +    *         !!          .   .   .0         !
 2004.4!                           +          !!          .   0   .          !
 2005.1!                           +       *  !!          .   .   .   0      !
 2005.2!                             *   +    !!          0   .   .          !
 2005.3!                            +         !!          .   0   .          !
 2005.4!                           +   *      !!          .   .   0          !
 2006.1!                             +        *!          .   .   .   0      !
 2006.2!                           *       +  !!      0   .   .   .          !
 2006.3!                         *+           !!          .  0.   .          !
 2006.4!                        +     *       !!          .   .   . 0        !
 2007.1!                             +   *    !!          .   .   0          !
 2007.2!                          *    +      !!         0.   .   .          !
 2007.3!                         +*           !!          .   .0  .          !
 2007.4!                          +*          !!          .   . 0 .          !
 2008.1!                          +  *        !!          .   .   0          !
 2008.2!                            +  *      !!          .   .  0.          !
 2008.3!                            * +       !!          . 0 .   .          !
 2008.4!                           +     *    !!          .   .   . 0        !
 2009.1!                               +      *!          .   .   .  0       !
 2009.2!                          *        +  !!     0    .   .   .          !
 2009.3!                         +   *        !!          .   .   0          !
 2009.4!                           +          !!          .   0   .          !
 2010.1!                         + *          !!          .   . 0 .          !
 2010.2!                         *+           !!          .   0   .          !
 2010.3!                     *  +             !!          . 0 .   .          !
 2010.4!                    +  *              !!          .   . 0 .          !
 2011.1!                     +       *        !!          .   .   .   0      !
 2011.2!                          +    *      !!          .   .   0          !
 2011.3!                            + *       !!          .   . 0 .          !
 2011.4!                           +       *  !!          .   .   .   0      !
 2012.1!                             * +      !!          . 0 .   .          !
 2012.2!                       *  +           !!          .0  .   .          !
 2012.3!                      + *             !!          .   . 0 .          !
 2012.4!                      +               !!          .   0   .          !


     27.10 percent of the residuals exceed 1 SE
      4.52 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAGR=MAPX$Q/GRPMM;                                                     
 GENR LAAMAGR=LOG(AAMAGR+.00001);                                             
 GENR LAMAGR=LOG(AMAGR+.00001);                                               
 LHS AAMAGR=EXP(LAAMAGR)-.00001;                                              
  EQ 1055 LAAMAGR C LAMAGR(-1) PMAGR;                                         
EQUATION 854  LAAMAGR  
   RHS     C  LAMAGR(-1)  PMAGR  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST  854 PLOT=0;END;                                                     

Equation number =  854
**********************

Dependent variable = LAAMAGR 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -6.787307864

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.932135688       0.235001351  -3.96651     1.000000
12971 LAMAGR  ( -1)       0.815543975       0.044908434  18.16015    -6.793221
12969 PMAGR   (  0)      -0.230285133       0.082953277  -2.77608     1.367878

SE of equation            =     0.297705520
Sum of squared residuals  =  15.8645152      -0.267030842E-10
Average absolute error    =     0.215395864
Sum of ABS residuals      =  39.2020472    
R squared                 =   0.83559
Durbin-Watson statistic   =   2.61903
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3!        +                             !!           .  0  .           !
 1967.4!        +                             !!           .  0  .           !
 1968.1!         +                            !!           .  0  .           !
 1968.2!        *+                            !!           . 0.  .           !
 1968.3!        *+                            !!           . 0.  .           !
 1968.4!        * +                           !!           . 0.  .           !
 1969.1!         *+                           !!           . 0.  .           !
 1969.2!       *  +                           !!           0  .  .           !
 1969.3!       * +                            !!           .0 .  .           !
 1969.4!       * +                            !!           .0 .  .           !
 1970.1!      *  +                            !!           .0 .  .           !
 1970.2!    *   +                             !!           0  .  .           !
 1970.3!    *  +                              !!           .0 .  .           !
 1970.4!    *  +                              !!           0  .  .           !
 1971.1!  *   +                               !!         0 .  .  .           !
 1971.2!  * +                                 !!           .0 .  .           !
 1971.3!    *+                                !!           .0 .  .           !
 1971.4!     *+                               !!           . 0.  .           !
 1972.1!      * +                             !!           .0 .  .           !
 1972.2!         +*                           !!           .  .0 .           !
 1972.3!            +                         !!           .  0  .           !
 1972.4!             +                        !!           . 0.  .           !
 1973.1!            * +                       !!           . 0.  .           !
 1973.2!           * +                        !!           .0 .  .           !
 1973.3!           +                          !!           .  0  .           !
 1973.4!         * +                          !!           .0 .  .           !
 1974.1!       +       *                      !!           .  .  .   0       !
 1974.2!         *   +                        !!          0.  .  .           !
 1974.3!        *+                            !!           . 0.  .           !
 1974.4!     *  +                             !!           .0 .  .           !
 1975.1!     *+                               !!           .  0  .           !
 1975.2!      +    *                          !!           .  .  .0          !
 1975.3!          *+                          !!           .0 .  .           !
 1975.4!           +    *                     !!           .  .  . 0         !
 1976.1!         *      +                     !!       0   .  .  .           !
 1976.2!          +*                          !!           .  0  .           !
 1976.3!           +   *                      !!           .  .  0           !
 1976.4!            * +                       !!           .0 .  .           !
 1977.1!     *      +                         !!       0   .  .  .           !
 1977.2!      +                               !!           . 0.  .           !
 1977.3!      +   *                           !!           .  .  .0          !
 1977.4!   *       +                          !!      0    .  .  .           !
 1978.1!     +        *                       !!           .  .  .     0     !
 1978.2!       *       +                      !!       0   .  .  .           !
 1978.3!    *   +                             !!          0.  .  .           !
 1978.4!      +   *                           !!           .  .  .0          !
 1979.1!           + *                        !!           .  . 0.           !
 1979.2!            +*                        !!           .  0  .           !
 1979.3!         * +                          !!           .0 .  .           !
 1979.4!      *  +                            !!           0  .  .           !
 1980.1!       +*                             !!           .  .0 .           !
 1980.2!       *+                             !!           . 0.  .           !
 1980.3!   *   +                              !!          0.  .  .           !
 1980.4!   +      *                           !!           .  .  .  0        !
 1981.1! *        +                           !!      0    .  .  .           !
 1981.2! *+                                   !!           . 0.  .           !
 1981.3*  +                                   !!           0  .  .           !
 1981.4!+  *                                  !!           .  .  0           !
 1982.1!  * +                                 !!           .0 .  .           !
 1982.2!  *+                                  !!           . 0.  .           !
 1982.3!   +     *                            !!           .  .  . 0         !
 1982.4!       *+                             !!           . 0.  .           !
 1983.1!       *+                             !!           . 0.  .           !
 1983.2!     *  +                             !!           0  .  .           !
 1983.3!     +         *                      !!           .  .  .     0     !
 1983.4!     *        +                       !!      0    .  .  .           !
 1984.1!    +  *                              !!           .  . 0.           !
 1984.2!      + *                             !!           .  . 0.           !
 1984.3!       +*                             !!           .  0  .           !
 1984.4! *     +                              !!        0  .  .  .           !
 1985.1! +  *                                 !!           .  .  0           !
 1985.2!     + *                              !!           .  .  0           !
 1985.3!       +                              !!           .  0  .           !
 1985.4!      *  +                            !!           0  .  .           !
 1986.1!        +   *                         !!           .  .  .0          !
 1986.2!             +   *                    !!           .  .  0           !
 1986.3!                 *+                   !!           . 0.  .           !
 1986.4!                  +*                  !!           .  .0 .           !
 1987.1!                *  +                  !!           0  .  .           !
 1987.2!                 +                    !!           .  0  .           !
 1987.3!                 *+                   !!           . 0.  .           !
 1987.4!                * +                   !!           . 0.  .           !
 1988.1!                 +    *               !!           .  .  . 0         !
 1988.2!                    * +               !!           .0 .  .           !
 1988.3!                   *+                 !!           .  0  .           !
 1988.4!               *    +                 !!          0.  .  .           !
 1989.1!                +     *               !!           .  .  .  0        !
 1989.2!                   *  +               !!           0  .  .           !
 1989.3!                   *+                 !!           . 0.  .           !
 1989.4!                   *+                 !!           . 0.  .           !
 1990.1!                    +                 !!           .  .0 .           !
 1990.2!                  *  +                !!           0  .  .           !
 1990.3!                   +  *               !!           .  .  0           !
 1990.4!                    * +               !!           .0 .  .           !
 1991.1!                     +*               !!           .  .0 .           !
 1991.2!                     *+               !!           . 0.  .           !
 1991.3!                      +*              !!           .  .0 .           !
 1991.4!                    *  +              !!           0  .  .           !
 1992.1!                 *  +                 !!           0  .  .           !
 1992.2!                  +   *               !!           .  .  .0          !
 1992.3!                      + *             !!           .  .0 .           !
 1992.4!                       *+             !!           . 0.  .           !
 1993.1!                      + *             !!           .  .0 .           !
 1993.2!                        +             !!           .  .0 .           !
 1993.3!                        +  *          !!           .  .  0           !
 1993.4!                     *    +           !!         0 .  .  .           !
 1994.1!                    +   *             !!           .  .  0           !
 1994.2!                       +  *           !!           .  .  0           !
 1994.3!                     *   +            !!           0  .  .           !
 1994.4!                     + *              !!           .  . 0.           !
 1995.1!                      +  *            !!           .  .  0           !
 1995.2!                        +*            !!           .  .0 .           !
 1995.3!                        +*            !!           .  .0 .           !
 1995.4!                     *  +             !!           0  .  .           !
 1996.1!                     +     *          !!           .  .  .  0        !
 1996.2!                         +*           !!           .  0  .           !
 1996.3!                         +            !!           .  .0 .           !
 1996.4!                      * +             !!           .0 .  .           !
 1997.1!                     +*               !!           .  .0 .           !
 1997.2!                     +                !!           .  0  .           !
 1997.3!                     +    *           !!           .  .  . 0         !
 1997.4!                         + *          !!           .  . 0.           !
 1998.1!                          +           !!           .  0  .           !
 1998.2!                         +         *  !!           .  .  .      0    !
 1998.3!                             *  +     !!           0  .  .           !
 1998.4!                         *  +         !!           .0 .  .           !
 1999.1!                        +*            !!           .  0  .           !
 1999.2!                        +             !!           .  0  .           !
 1999.3!                        +   *         !!           .  .  .0          !
 1999.4!                          *+          !!           . 0.  .           !
 2000.1!                        + *           !!           .  .0 .           !
 2000.2!                       * +            !!           . 0.  .           !
 2000.3!                      +     *         !!           .  .  .  0        !
 2000.4!                          +           !!           . 0.  .           !
 2001.1!                         +   *        !!           .  .  .0          !
 2001.2!                         * +          !!           . 0.  .           !
 2001.3!                        +             !!           .  0  .           !
 2001.4!                      *+              !!           . 0.  .           !
 2002.1!                     +   *            !!           .  .  .0          !
 2002.2!                     *  +             !!           .0 .  .           !
 2002.3!                     +   *            !!           .  .  0           !
 2002.4!                        +*            !!           .  .0 .           !
 2003.1!                        +*            !!           .  .0 .           !
 2003.2!                      * +             !!           .0 .  .           !
 2003.3!                      +               !!           .  0  .           !
 2003.4!                      + *             !!           .  . 0.           !
 2004.1!                       +*             !!           .  0  .           !
 2004.2!                       +*             !!           .  .0 .           !
 2004.3!                        + *           !!           .  .0 .           !
 2004.4!                         +*           !!           .  .0 .           !
 2005.1!                        * +           !!           .0 .  .           !
 2005.2!                        +             !!           .  0  .           !
 2005.3!                        +             !!           .  .0 .           !
 2005.4!                      * +             !!           .0 .  .           !
 2006.1!                      +               !!           .  0  .           !
 2006.2!                      +   *           !!           .  .  0           !
 2006.3!                         +   *        !!           .  .  .0          !
 2006.4!                            +*        !!           .  .0 .           !
 2007.1!                           *+         !!           . 0.  .           !
 2007.2!                          +  *        !!           .  .  0           !
 2007.3!                            +   *     !!           .  .  .0          !
 2007.4!                              *+      !!           .  0  .           !
 2008.1!                             + *      !!           .  .0 .           !
 2008.2!                             *+       !!           .  0  .           !
 2008.3!                             +  *     !!           .  .  0           !
 2008.4!                         *    +       !!         0 .  .  .           !
 2009.1!                         +            !!           .  0  .           !
 2009.2!                        +    *        !!           .  .  . 0         !
 2009.3!                          * +         !!           .0 .  .           !
 2009.4!                       * +            !!           .0 .  .           !
 2010.1!                       +   *          !!           .  .  0           !
 2010.2!                        * +           !!           .0 .  .           !
 2010.3!                        +             !!           .  0  .           !
 2010.4!                        +  *          !!           .  .  0           !
 2011.1!                         *+           !!           .0 .  .           !
 2011.2!                       * +            !!           .0 .  .           !
 2011.3!                       +*             !!           .  .0 .           !
 2011.4!                       *+             !!           . 0.  .           !
 2012.1!                      *+              !!           . 0.  .           !
 2012.2!                      +               !!           .  0  .           !
 2012.3!                      +               *!           .  .  .           0
 2012.4!                     *             +  !!0          .  .  .           !


     22.53 percent of the residuals exceed 1 SE
      5.49 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPAGR=PAPX$Q/GRPMM;                                                     
 GENR LAAPAGR=LOG(AAPAGR+.00001);                                             
 GENR LAPAGR=LOG(APAGR+.00001);                                               
 LHS AAPAGR=EXP(LAAPAGR)-.00001;                                              
  EQ 1056 LAAPAGR C LAPAGR(-1) PPAGR;                                         
EQUATION 855  LAAPAGR  
   RHS     C  LAPAGR(-1)  PPAGR  
 SMPL 1973.3 2012.4;                                                          
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
 OLS;EST  855 PLOT=0;END;                                                     

Equation number =  855
**********************

Dependent variable = LAAPAGR 

 1973.3 -   2012.4,    0 missing obs.,  158 obs. used.

Mean of dependent variable       -7.246079858

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.555347607       0.334222281  -4.65363     1.000000
12974 LAPAGR  ( -1)       0.659427802       0.057508307  11.46665    -7.248175
12972 PPAGR   (  0)      -0.614576787       0.152053208  -4.04185     1.482458

SE of equation            =     0.483878299
Sum of squared residuals  =  36.2914222      -0.505906428E-11
Average absolute error    =     0.346987347
Sum of ABS residuals      =  54.8240009    
R squared                 =   0.67658
Durbin-Watson statistic   =   2.04766
SMPL and No. Obs.         = 1973.3   2012.4    158

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.3!            *   +                     !!         .0   .    .         !
 1973.4!            +       *                 !!         .    .    .  0      !
 1974.1!      *      +                        !!       0 .    .    .         !
 1974.2!         +        *                   !!         .    .    .   0     !
 1974.3!                 * +                  !!         .  0 .    .         !
 1974.4!                   +           *      !!         .    .    .     0   !
 1975.1!                             +*       !!         .    0    .         !
 1975.2!                   *        +         !!     0   .    .    .         !
 1975.3!            *       +                 !!      0  .    .    .         !
 1975.4!               +            *         !!         .    .    .      0  !
 1976.1!                          +    *      !!         .    .   0.         !
 1976.2!                           *+         !!         .    0    .         !
 1976.3!                        + *           !!         .    . 0  .         !
 1976.4!              *        +              !!     0   .    .    .         !
 1977.1!          *    +                      !!         0    .    .         !
 1977.2!           *+                         !!         .  0 .    .         !
 1977.3!    *        +                        !!      0  .    .    .         !
 1977.4!          +                           !!         .    0    .         !
 1978.1!          *  +                        !!         . 0  .    .         !
 1978.2!          *    +                      !!         0    .    .         !
 1978.3!*             +                       !! 0       .    .    .         !
 1978.4!   *   +                              !!         .0   .    .         !
 1979.1!         +*                           !!         .    .0   .         !
 1979.2!      *    +                          !!         0    .    .         !
 1979.3!     *   +                            !!         .0   .    .         !
 1979.4!         +                            !!         .    0    .         !
 1980.1!             +              *         !!         .    .    .         0
 1980.2!                    *    +            !!         .0   .    .         !
 1980.3!                *  +                  !!         . 0  .    .         !
 1980.4!      *        +                      !!      0  .    .    .         !
 1981.1!          +       *                   !!         .    .    .  0      !
 1981.2!               +*                     !!         .    . 0  .         !
 1981.3!       *     +                        !!        0.    .    .         !
 1981.4!   *   +                              !!         .0   .    .         !
 1982.1!      *+                              !!         .    0    .         !
 1982.2!          +                           !!         .    0    .         !
 1982.3!            +  *                      !!         .    .  0 .         !
 1982.4!          *    +                      !!         0    .    .         !
 1983.1!            + *                       !!         .    .0   .         !
 1983.2!        *      +                      !!       0 .    .    .         !
 1983.3!     *   +                            !!         .0   .    .         !
 1983.4*         +                            !!    0    .    .    .         !
 1984.1*  +                                   !!         . 0  .    .         !
 1984.2!    +         *                       !!         .    .    .   0     !
 1984.3!  *           +                       !!  0      .    .    .         !
 1984.4!     *+                               !!         .   0.    .         !
 1985.1!        +              *              !!         .    .    .         0
 1985.2!                     + *              !!         .    .0   .         !
 1985.3!                  * +                 !!         .  0 .    .         !
 1985.4!                   +                  !!         .    0    .         !
 1986.1!                  +            *      !!         .    .    .      0  !
 1986.2!                          +       *   !!         .    .    . 0       !
 1986.3!                       *    +         !!         0    .    .         !
 1986.4!                   +      *           !!         .    .    .0        !
 1987.1!                        +*            !!         .    0    .         !
 1987.2!                      +   *           !!         .    .  0 .         !
 1987.3!                        *+            !!         .   0.    .         !
 1987.4!                        +          *  !!         .    .    .     0   !
 1988.1!                             +        *!         .    .    .  0      !
 1988.2!                   *              +   !!0        .    .    .         !
 1988.3!                    +*                !!         .    .0   .         !
 1988.4!                 *    +               !!         0    .    .         !
 1989.1!                 +         *          !!         .    .    .    0    !
 1989.2!                       *   +          !!         .0   .    .         !
 1989.3!                    *   +             !!         0    .    .         !
 1989.4!                      +    *          !!         .    .    0         !
 1990.1!                         * +          !!         .   0.    .         !
 1990.2!                          +           !!         .    .0   .         !
 1990.3!                         + *          !!         .    .0   .         !
 1990.4!                            +  *      !!         .    .   0.         !
 1991.1!                             * +      !!         .  0 .    .         !
 1991.2!                  *         +         !!    0    .    .    .         !
 1991.3!                *   +                 !!         0    .    .         !
 1991.4!                 *  +                 !!         . 0  .    .         !
 1992.1!                   *+                 !!         .    0    .         !
 1992.2!                     +                !!         .   0.    .         !
 1992.3!                    *   +             !!         . 0  .    .         !
 1992.4!                       +*             !!         .    .0   .         !
 1993.1!                        +*            !!         .    0    .         !
 1993.2!                    *      +          !!        0.    .    .         !
 1993.3!                     *+               !!         .   0.    .         !
 1993.4!                      +  *            !!         .    .  0 .         !
 1994.1!                   *    +             !!         .0   .    .         !
 1994.2!                     +   *            !!         .    .  0 .         !
 1994.3!                        +             !!         .   0.    .         !
 1994.4!                        +   *         !!         .    .  0 .         !
 1995.1!                        *+            !!         .   0.    .         !
 1995.2!                        +   *         !!         .    .  0 .         !
 1995.3!                     *    +           !!         0    .    .         !
 1995.4!                      +      *        !!         .    .    .0        !
 1996.1!                           +   *      !!         .    .   0.         !
 1996.2!                            +     *   !!         .    .    0         !
 1996.3!                              +       !!         .    .0   .         !
 1996.4!                             +     *  !!         .    .    .0        !
 1997.1!                             * +      !!         .   0.    .         !
 1997.2!                           +   *      !!         .    .  0 .         !
 1997.3!                           +  *       !!         .    .   0.         !
 1997.4!                           +    *     !!         .    .    0         !
 1998.1!                          *+          !!         .  0 .    .         !
 1998.2!                        + *           !!         .    .  0 .         !
 1998.3!                        +  *          !!         .    . 0  .         !
 1998.4!                         +    *       !!         .    .    0         !
 1999.1!                          +*          !!         .    .0   .         !
 1999.2!                          + *         !!         .    .  0 .         !
 1999.3!                           + *        !!         .    . 0  .         !
 1999.4!                            +*        !!         .    .0   .         !
 2000.1!                         * +          !!         .  0 .    .         !
 2000.2!                         +            !!         .    0    .         !
 2000.3!                        +  *          !!         .    .  0 .         !
 2000.4!                          + *         !!         .    .  0 .         !
 2001.1!                           *+         !!         .   0.    .         !
 2001.2!                         +   *        !!         .    .  0 .         !
 2001.3!                           + *        !!         .    . 0  .         !
 2001.4!                            +*        !!         .    .0   .         !
 2002.1!                           + *        !!         .    .0   .         !
 2002.2!                            +  *      !!         .    .   0.         !
 2002.3!                               + *    !!         .    . 0  .         !
 2002.4!                                +     !!         .    .0   .         !
 2003.1!                               +      !!         .   0.    .         !
 2003.2!                              +  *    !!         .    .  0 .         !
 2003.3!                               + *    !!         .    .0   .         !
 2003.4!                               +*     !!         .    .0   .         !
 2004.1!                               + *    !!         .    . 0  .         !
 2004.2!                               +*     !!         .    0    .         !
 2004.3!                               +    * !!         .    .   0.         !
 2004.4!                                * +   !!         .  0 .    .         !
 2005.1!                               +  *   !!         .    . 0  .         !
 2005.2!                                 +*   !!         .    .0   .         !
 2005.3!                                 +    !!         .    0    .         !
 2005.4!                               *+     !!         .   0.    .         !
 2006.1!                           *  +       !!         . 0  .    .         !
 2006.2!                            +*        !!         .    .0   .         !
 2006.3!                             *+       !!         .    0    .         !
 2006.4!                           *  +       !!         . 0  .    .         !
 2007.1!                             +        !!         .    .0   .         !
 2007.2!                              +       !!         .    0    .         !
 2007.3!                             * +      !!         .   0.    .         !
 2007.4!                            * +       !!         .  0 .    .         !
 2008.1!                         *   +        !!         .0   .    .         !
 2008.2!                           +  *       !!         .    .  0 .         !
 2008.3!                             *+       !!         .   0.    .         !
 2008.4!                           * +        !!         . 0  .    .         !
 2009.1!                           +          !!         .    0    .         !
 2009.2!                            +*        !!         .    .0   .         !
 2009.3!                             *+       !!         .   0.    .         !
 2009.4!                           * +        !!         . 0  .    .         !
 2010.1!                           *+         !!         .   0.    .         !
 2010.2!                           +          !!         .    0    .         !
 2010.3!                         * +          !!         .  0 .    .         !
 2010.4!                        *+            !!         .   0.    .         !
 2011.1!                        *+            !!         .   0.    .         !
 2011.2!                         +            !!         .    0    .         !
 2011.3!                        *+            !!         .   0.    .         !
 2011.4!                       *+             !!         .   0.    .         !
 2012.1!                       +              !!         .    0    .         !
 2012.2!                       +              !!         .    .0   .         !
 2012.3!                    *   +             !!         .0   .    .         !
 2012.4!                     *+               !!         .    0    .         !


     22.15 percent of the residuals exceed 1 SE
      5.70 percent of the residuals exceed 2 SE
@EQ  1057 LAAPHGR C LAPHGR(-1) PPHGR;SMPL 1977.2 2012.4;OLS;EST 1057 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHGR=THPX$Q/GRPMM;                                                     
 GENR LAATHGR=LOG(AATHGR+.00001);                                             
 GENR LATHGR=LOG(ATHGR+.00001);                                               
 LHS AATHGR=EXP(LAATHGR)-.00001;                                              
  EQ 1058 LAATHGR C LATHGR(-1) PTHGR;                                         
EQUATION 856  LAATHGR  
   RHS     C  LATHGR(-1)  PTHGR  
 SMPL 1980.2 2012.4;                                                          
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
 OLS;EST  856 PLOT=0;END;                                                     

Equation number =  856
**********************

Dependent variable = LAATHGR 

 1980.2 -   2012.4,    0 missing obs.,  131 obs. used.

Mean of dependent variable       -6.351490323

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.423135391       0.272893585  -1.55055     1.000000
12977 LATHGR  ( -1)       0.904588622       0.037760906  23.95569    -6.366603
12975 PTHGR   (  0)      -0.133069317       0.236053494  -0.56373     1.271506

SE of equation            =     0.377619847
Sum of squared residuals  =  18.2523839       0.238475906E-11
Average absolute error    =     0.267001389
Sum of ABS residuals      =  34.9771820    
R squared                 =   0.86234
Durbin-Watson statistic   =   2.44442
SMPL and No. Obs.         = 1980.2   2012.4    131

Plot of actual(*) and fitted(+) values and residuals(0)


 1980.2!     +                                !!           .  0  .           !
 1980.3!   *  +                               !!           0  .  .           !
 1980.4!    +   *                             !!           .  .  0           !
 1981.1! *       +                            !!      0    .  .  .           !
 1981.2! * +                                  !!           .0 .  .           !
 1981.3!   +*                                 !!           .  .0 .           !
 1981.4!     +*                               !!           .  .0 .           !
 1982.1!       +                              !!           . 0.  .           !
 1982.2!     *  +                             !!           0  .  .           !
 1982.3!      *+                              !!           . 0.  .           !
 1982.4!       +                              !!           .  0  .           !
 1983.1!     *  +                             !!           0  .  .           !
 1983.2!    *  +                              !!           .0 .  .           !
 1983.3!      +    *                          !!           .  .  . 0         !
 1983.4!         *  +                         !!           0  .  .           !
 1984.1!       *  +                           !!           0  .  .           !
 1984.2!        +                             !!           .  .0 .           !
 1984.3!       *  +                           !!           0  .  .           !
 1984.4!       *+                             !!           . 0.  .           !
 1985.1*        +                             !!     0     .  .  .           !
 1985.2! +  *                                 !!           .  .  0           !
 1985.3!    * +                               !!           .0 .  .           !
 1985.4!   *  +                               !!           0  .  .           !
 1986.1!  *  +                                !!           0  .  .           !
 1986.2!    +  *                              !!           .  .  0           !
 1986.3!        +*                            !!           .  .0 .           !
 1986.4!        *  +                          !!           .0 .  .           !
 1987.1!      *   +                           !!          0.  .  .           !
 1987.2!       +    *                         !!           .  .  .0          !
 1987.3!           * +                        !!           . 0.  .           !
 1987.4!           * +                        !!           .0 .  .           !
 1988.1!           + *                        !!           .  . 0.           !
 1988.2!              +*                      !!           .  .0 .           !
 1988.3!               +                      !!           .  0  .           !
 1988.4!             * +                      !!           .0 .  .           !
 1989.1!              +    *                  !!           .  .  . 0         !
 1989.2!                   +      *           !!           .  .  .   0       !
 1989.3!                *         +           !!     0     .  .  .           !
 1989.4!                 +*                   !!           .  .0 .           !
 1990.1!                   +                  !!           .  .0 .           !
 1990.2!                *   +                 !!           0  .  .           !
 1990.3!                 +     *              !!           .  .  .  0        !
 1990.4!                       +              !!           .  0  .           !
 1991.1!                        +     *       !!           .  .  .  0        !
 1991.2!                       *     +        !!        0  .  .  .           !
 1991.3!                       +  *           !!           .  .  0           !
 1991.4!                     *   +            !!         0 .  .  .           !
 1992.1!                     +*               !!           .  .0 .           !
 1992.2!                      + *             !!           .  .0 .           !
 1992.3!                        +     *       !!           .  .  .   0       !
 1992.4!                         *    +       !!         0 .  .  .           !
 1993.1!                        *+            !!           . 0.  .           !
 1993.2!                       *+             !!           . 0.  .           !
 1993.3!                     * +              !!           .0 .  .           !
 1993.4!                     +*               !!           .  .0 .           !
 1994.1!                     +*               !!           .  .0 .           !
 1994.2!                      +               !!           .  0  .           !
 1994.3!                      +*              !!           .  .0 .           !
 1994.4!                       +*             !!           .  .0 .           !
 1995.1!                       +  *           !!           .  . 0.           !
 1995.2!                        * +           !!           .0 .  .           !
 1995.3!                        +             !!           .  0  .           !
 1995.4!                        +*            !!           .  .0 .           !
 1996.1!                        +*            !!           .  0  .           !
 1996.2!                        +             !!           .  0  .           !
 1996.3!                        +             !!           .  .0 .           !
 1996.4!                       *+             !!           . 0.  .           !
 1997.1!                       + *            !!           .  .  0           !
 1997.2!                         +*           !!           .  .0 .           !
 1997.3!                         + *          !!           .  . 0.           !
 1997.4!                          +           !!           . 0.  .           !
 1998.1!                         + *          !!           .  . 0.           !
 1998.2!                          + *         !!           .  . 0.           !
 1998.3!                        *   +         !!           0  .  .           !
 1998.4!                        +             !!           . 0.  .           !
 1999.1!                       +    *         !!           .  .  . 0         !
 1999.2!                            + *       !!           .  .  0           !
 1999.3!                             *+       !!           . 0.  .           !
 1999.4!                            *+        !!           .  0  .           !
 2000.1!                            +  *      !!           .  .  0           !
 2000.2!                            * +       !!           .0 .  .           !
 2000.3!                        *  +          !!           .0 .  .           !
 2000.4!                        + *           !!           .  . 0.           !
 2001.1!                         +       *    !!           .  .  .   0       !
 2001.2!                              * +     !!           .0 .  .           !
 2001.3!                         *   +        !!          0.  .  .           !
 2001.4!                         +            !!           .  0  .           !
 2002.1!                         + *          !!           .  . 0.           !
 2002.2!                           +*         !!           .  .0 .           !
 2002.3!                            +         !!           .  0  .           !
 2002.4!                         *  +         !!           0  .  .           !
 2003.1!                         +  *         !!           .  .  0           !
 2003.2!                            +         !!           .  .0 .           !
 2003.3!                           *+         !!           . 0.  .           !
 2003.4!                         * +          !!           .0 .  .           !
 2004.1!                         +    *       !!           .  .  . 0         !
 2004.2!                              +       !!           .  0  .           !
 2004.3!                            * +       !!           .0 .  .           !
 2004.4!                          * +         !!           .0 .  .           !
 2005.1!                          +    *      !!           .  .  . 0         !
 2005.2!                               +      !!           .  .0 .           !
 2005.3!                             * +      !!           .0 .  .           !
 2005.4!                          * +         !!           .0 .  .           !
 2006.1!                          +  *        !!           .  .  0           !
 2006.2!                             +        !!           .  0  .           !
 2006.3!                            *+        !!           . 0.  .           !
 2006.4!                            +   *     !!           .  .  .0          !
 2007.1!                               +*     !!           .  .0 .           !
 2007.2!                               +      !!           .  0  .           !
 2007.3!                              *+      !!           . 0.  .           !
 2007.4!                             +*       !!           .  .0 .           !
 2008.1!                              + *     !!           .  . 0.           !
 2008.2!                              *+      !!           .0 .  .           !
 2008.3!                             +*       !!           .  .0 .           !
 2008.4!                          *   +       !!           0  .  .           !
 2009.1!                          +*          !!           .  .0 .           !
 2009.2!                        *  +          !!           0  .  .           !
 2009.3!                        +  *          !!           .  .  0           !
 2009.4!                           +*         !!           .  .0 .           !
 2010.1!                            +         !!           .  .0 .           !
 2010.2!                            +*        !!           .  .0 .           !
 2010.3!                          * +         !!           .0 .  .           !
 2010.4!                        * +           !!           . 0.  .           !
 2011.1!                        + *           !!           .  . 0.           !
 2011.2!                         +*           !!           .  0  .           !
 2011.3!                          +           !!           .  0  .           !
 2011.4!                     *   +            !!          0.  .  .           !
 2012.1!                     +  *             !!           .  .  0           !
 2012.2!                        +*            !!           .  .0 .           !
 2012.3!                         +            *!           .  .  .         0 !
 2012.4!                     *              + !0           .  .  .           !


     18.32 percent of the residuals exceed 1 SE
      5.34 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHGR=CHPX$Q/GRPMM;                                                     
 GENR LAACHGR=LOG(AACHGR+.00001);                                             
 GENR LACHGR=LOG(ACHGR+.00001);                                               
 LHS AACHGR=EXP(LAACHGR)-.00001;                                              
  EQ 1059 LAACHGR C LACHGR(-1) PCHGR;                                         
EQUATION 857  LAACHGR  
   RHS     C  LACHGR(-1)  PCHGR  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  857 PLOT=0;END;                                                     

Equation number =  857
**********************

Dependent variable = LAACHGR 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.687105382

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.139297807       0.190664749   0.73059     1.000000
12980 LACHGR  ( -1)       0.927941337       0.031898625  29.09032    -4.722731
12978 PCHGR   (  0)      -0.342004283       0.207878896  -1.64521     1.298188

SE of equation            =     0.333143403
Sum of squared residuals  =  13.6510968      -0.601474426E-11
Average absolute error    =     0.229360302
Sum of ABS residuals      =  28.8993981    
R squared                 =   0.94269
Durbin-Watson statistic   =   2.62919
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3*  +                                   !!           0  .  .           !
 1981.4!+     *                               !!           .  .  .   0       !
 1982.1!      +                               !!           .  0  .           !
 1982.2!   *   +                              !!         0 .  .  .           !
 1982.3!   + *                                !!           .  . 0.           !
 1982.4!      +     *                         !!           .  .  .   0       !
 1983.1!    *       +                         !!     0     .  .  .           !
 1983.2!   * +                                !!           .0 .  .           !
 1983.3!    +      *                          !!           .  .  .    0      !
 1983.4!        *  +                          !!           0  .  .           !
 1984.1!  *     +                             !!       0   .  .  .           !
 1984.2!   + *                                !!           .  . 0.           !
 1984.3!     + *                              !!           .  .  0           !
 1984.4!    *  +                              !!          0.  .  .           !
 1985.1!  *+                                  !!           .0 .  .           !
 1985.2!  +    *                              !!           .  .  . 0         !
 1985.3!      *+                              !!           .  0  .           !
 1985.4!       +                              !!           .  0  .           !
 1986.1!   *    +                             !!        0  .  .  .           !
 1986.2!    +  *                              !!           .  .  .0          !
 1986.3!       *+                             !!           . 0.  .           !
 1986.4!        +*                            !!           .  .0 .           !
 1987.1!      *   +                           !!         0 .  .  .           !
 1987.2!       +  *                           !!           .  .  0           !
 1987.3!          *+                          !!           . 0.  .           !
 1987.4!         *  +                         !!           0  .  .           !
 1988.1!          + *                         !!           .  .  0           !
 1988.2!           * +                        !!           .0 .  .           !
 1988.3!         *  +                         !!           0  .  .           !
 1988.4!         *+                           !!           . 0.  .           !
 1989.1!         + *                          !!           .  . 0.           !
 1989.2!            + *                       !!           .  . 0.           !
 1989.3!           *   +                      !!         0 .  .  .           !
 1989.4!            +                         !!           .  0  .           !
 1990.1!          *  +                        !!          0.  .  .           !
 1990.2!           +*                         !!           .  .0 .           !
 1990.3!             +                        !!           . 0.  .           !
 1990.4!              +*                      !!           .  .0 .           !
 1991.1!                 +     *              !!           .  .  .    0      !
 1991.2!           *           +              !0           .  .  .           !
 1991.3!            +*                        !!           .  . 0.           !
 1991.4!            * +                       !!           0  .  .           !
 1992.1!        *    +                        !!        0  .  .  .           !
 1992.2!         +  *                         !!           .  .  .0          !
 1992.3!             + *                      !!           .  . 0.           !
 1992.4!              * +                     !!           0  .  .           !
 1993.1!              +*                      !!           .  .0 .           !
 1993.2!               *+                     !!           . 0.  .           !
 1993.3!               +                      !!           .  0  .           !
 1993.4!               +*                     !!           .  .0 .           !
 1994.1!               *+                     !!           . 0.  .           !
 1994.2!               +                      !!           .  0  .           !
 1994.3!                +*                    !!           .  .0 .           !
 1994.4!                 +*                   !!           .  .0 .           !
 1995.1!                 *+                   !!           . 0.  .           !
 1995.2!                  +                   !!           .  0  .           !
 1995.3!                  *+                  !!           . 0.  .           !
 1995.4!                   +                  !!           .  0  .           !
 1996.1!                *  +                  !!           0  .  .           !
 1996.2!                 +*                   !!           .  . 0.           !
 1996.3!                   +*                 !!           .  .0 .           !
 1996.4!                   *+                 !!           . 0.  .           !
 1997.1!                 * +                  !!           0  .  .           !
 1997.2!                 + *                  !!           .  . 0.           !
 1997.3!                   +*                 !!           .  .0 .           !
 1997.4!                     +                !!           .  0  .           !
 1998.1!                   * +                !!           .0 .  .           !
 1998.2!                   +*                 !!           .  .0 .           !
 1998.3!                    +   *             !!           .  .  .0          !
 1998.4!                        +             !!           .  0  .           !
 1999.1!                    *   +             !!          0.  .  .           !
 1999.2!                     +                !!           .  .0 .           !
 1999.3!                      +*              !!           .  . 0.           !
 1999.4!                      *+              !!           . 0.  .           !
 2000.1!                      +               !!           .  0  .           !
 2000.2!                      +*              !!           .  .0 .           !
 2000.3!                       +  *           !!           .  .  .0          !
 2000.4!                        * +           !!           .0 .  .           !
 2001.1!                        + *           !!           .  . 0.           !
 2001.2!                         +            !!           . 0.  .           !
 2001.3!                        +*            !!           .  .0 .           !
 2001.4!                         +*           !!           .  . 0.           !
 2002.1!                         +*           !!           .  .0 .           !
 2002.2!                          +*          !!           .  .0 .           !
 2002.3!                           +          !!           .  0  .           !
 2002.4!                        *  +          !!           0  .  .           !
 2003.1!                         +  *         !!           .  .  .0          !
 2003.2!                            +         !!           .  .0 .           !
 2003.3!                            +*        !!           .  .0 .           !
 2003.4!                            *+        !!           . 0.  .           !
 2004.1!                           *+         !!           . 0.  .           !
 2004.2!                            + *       !!           .  . 0.           !
 2004.3!                             *+       !!           . 0.  .           !
 2004.4!                             +        !!           .  0  .           !
 2005.1!                              + *     !!           .  .  0           !
 2005.2!                                +     !!           .  0  .           !
 2005.3!                                +     !!           .  0  .           !
 2005.4!                               *+     !!           . 0.  .           !
 2006.1!                              +*      !!           .  .0 .           !
 2006.2!                               +      !!           .  0  .           !
 2006.3!                               +*     !!           .  .0 .           !
 2006.4!                                +     !!           .  0  .           !
 2007.1!                               *+     !!           . 0.  .           !
 2007.2!                               +   *  !!           .  .  .0          !
 2007.3!                                   +  !!           .  .0 .           !
 2007.4!                                 * +  !!           0  .  .           !
 2008.1!                                 + *  !!           .  . 0.           !
 2008.2!                                   +  !!           .  0  .           !
 2008.3!                                   +  !!           .  0  .           !
 2008.4!                                   +  !!           .  0  .           !
 2009.1!                                  +   !!           .  0  .           !
 2009.2!                                  +   !!           .  0  .           !
 2009.3!                                  + * !!           .  . 0.           !
 2009.4!                                   *+ !!           .  0  .           !
 2010.1!                                   +  *!           .  .  .0          !
 2010.2!                                      +!           .  0  .           !
 2010.3!                                    * +!           .0 .  .           !
 2010.4!                                    + !!           .  0  .           !
 2011.1!                                   + *!!           .  . 0.           !
 2011.2!                                   * +!!           .0 .  .           !
 2011.3!                                   +  *!           .  .  0           !
 2011.4!                                    *+!!           . 0.  .           !
 2012.1!                                  * + !!           .0 .  .           !
 2012.2!                                  +   *!           .  .  .0          !
 2012.3!                                     +!!           .  0  .           !
 2012.4!                                    *+!!           .  0  .           !


     22.22 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PARGR=ARPX$Q/GRPMM;                                                     
 GENR LAAARGR=LOG(AAARGR+.00001);                                             
 GENR LAARGR=LOG(AARGR+.00001);                                               
 LHS AAARGR=EXP(LAAARGR)-.00001;                                              
  EQ 1060 LAAARGR C LAARGR(-1) PARGR;                                         
EQUATION 858  LAAARGR  
   RHS     C  LAARGR(-1)  PARGR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  858 PLOT=0;END;                                                     

Equation number =  858
**********************

Dependent variable = LAAARGR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.018407483

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.743898102       0.426191870  -4.09181     1.000000
12983 LAARGR  ( -1)       0.697034590       0.053638815  12.99497    -6.009037
12981 PARGR   (  0)      -0.064356103       0.259240140  -0.24825     1.336353

SE of equation            =     0.654105121
Sum of squared residuals  =  79.1528993      -0.915978404E-11
Average absolute error    =     0.516779538
Sum of ABS residuals      =  97.1545531    
R squared                 =   0.48933
Durbin-Watson statistic   =   2.16908
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                         +    *       !!         .    .  0 .         !
 1966.2!                           +    *     !!         .    .   0.         !
 1966.3!                            +      *  !!         .    .    0         !
 1966.4!                              +       *!         .    .    .0        !
 1967.1!                                +   * !!         .    .  0 .         !
 1967.2!                               +  *   !!         .    .  0 .         !
 1967.3!                              +  *    !!         .    .  0 .         !
 1967.4!                             +      * !!         .    .    0         !
 1968.1!                               + *    !!         .    . 0  .         !
 1968.2!                             +  *     !!         .    .  0 .         !
 1968.3!                            + *       !!         .    .0   .         !
 1968.4!                           +     *    !!         .    .    0         !
 1969.1!                             +     *  !!         .    .    0         !
 1969.2!                              +   *   !!         .    .  0 .         !
 1969.3!                              +      *!!         .    .    .0        !
 1969.4!                                +    *!!         .    .   0.         !
 1970.1!                                +     *!         .    .   0.         !
 1970.2!                                +   * !!         .    .  0 .         !
 1970.3!                                + *   !!         .    . 0  .         !
 1970.4!                             *+       !!         .   0.    .         !
 1971.1!                          +           !!         .    0    .         !
 1971.2!                        +  *          !!         .    . 0  .         !
 1971.3!                         +*           !!         .    .0   .         !
 1971.4!                         +   *        !!         .    .  0 .         !
 1972.1!                        * +           !!         .  0 .    .         !
 1972.2!                       +     *        !!         .    .   0.         !
 1972.3!                         *+           !!         .   0.    .         !
 1972.4!                       +        *     !!         .    .    . 0       !
 1973.1!                            +     *   !!         .    .    0         !
 1973.2!                     *        +       !!       0 .    .    .         !
 1973.3!                     +       *        !!         .    .    .0        !
 1973.4!                          +   *       !!         .    .  0 .         !
 1974.1!                           +*         !!         .    .0   .         !
 1974.2!                    *     +           !!         .0   .    .         !
 1974.3!                    +  *              !!         .    . 0  .         !
 1974.4!                      +       *       !!         .    .    . 0       !
 1975.1!                           +*         !!         .    0    .         !
 1975.2!             *           +            !!    0    .    .    .         !
 1975.3!      *        +                      !!       0 .    .    .         !
 1975.4!          +            *              !!         .    .    .    0    !
 1976.1!                      +    *          !!         .    .   0.         !
 1976.2!                         +     *      !!         .    .   0.         !
 1976.3!                          *+          !!         .   0.    .         !
 1976.4!                *       +             !!       0 .    .    .         !
 1977.1!                 +    *               !!         .    .   0.         !
 1977.2!                     +      *         !!         .    .    .0        !
 1977.3!                          +   *       !!         .    .  0 .         !
 1977.4!                           +     *    !!         .    .    0         !
 1978.1!                            *+        !!         .    0    .         !
 1978.2!                          +        *  !!         .    .    . 0       !
 1978.3!                               +      !!         .    0    .         !
 1978.4!                       *    +         !!         .0   .    .         !
 1979.1!                      +*              !!         .    .0   .         !
 1979.2!                      +           *   !!         .    .    .    0    !
 1979.3!                              +*      !!         .    .0   .         !
 1979.4!                        *  +          !!         . 0  .    .         !
 1980.1!                       +      *       !!         .    .    .0        !
 1980.2!                      *    +          !!         .0   .    .         !
 1980.3!               *     +                !!         0    .    .         !
 1980.4!                 +    *               !!         .    .   0.         !
 1981.1!        *            +                !!   0     .    .    .         !
 1981.2!           +            *             !!         .    .    .    0    !
 1981.3!      *                +              !! 0       .    .    .         !
 1981.4!      *   +                           !!         . 0  .    .         !
 1982.1!          +          *                !!         .    .    .  0      !
 1982.2!                    *+                !!         .    0    .         !
 1982.3!           *        +                 !!       0 .    .    .         !
 1982.4!       *      +                       !!        0.    .    .         !
 1983.1!    *      +                          !!         0    .    .         !
 1983.2!         +                            !!         .    0    .         !
 1983.3!        *   +                         !!         . 0  .    .         !
 1983.4!         *  +                         !!         .  0 .    .         !
 1984.1!         *  +                         !!         .  0 .    .         !
 1984.2!        *   +                         !!         . 0  .    .         !
 1984.3!           +      *                   !!         .    .    0         !
 1984.4*                  +                   !0         .    .    .         !
 1985.1!    *+                                !!         .   0.    .         !
 1985.2!        +        *                    !!         .    .    . 0       !
 1985.3!                 +                    !!         .   0.    .         !
 1985.4!    *             +                   !!   0     .    .    .         !
 1986.1!         +   *                        !!         .    .  0 .         !
 1986.2!               +  *                   !!         .    . 0  .         !
 1986.3!                  +  *                !!         .    . 0  .         !
 1986.4!         *          +                 !!     0   .    .    .         !
 1987.1!    *       +                         !!       0 .    .    .         !
 1987.2!      *  +                            !!         .  0 .    .         !
 1987.3!          +     *                     !!         .    .   0.         !
 1987.4!                 +                    !!         .    0    .         !
 1988.1!              *   +                   !!         . 0  .    .         !
 1988.2!          *     +                     !!         .0   .    .         !
 1988.3!             +       *                !!         .    .    .0        !
 1988.4!          *          +                !!     0   .    .    .         !
 1989.1!             +      *                 !!         .    .    .0        !
 1989.2!                    + *               !!         .    . 0  .         !
 1989.3!                    * +               !!         .   0.    .         !
 1989.4!          *         +                 !!      0  .    .    .         !
 1990.1!           * +                        !!         .  0 .    .         !
 1990.2!           * +                        !!         .  0 .    .         !
 1990.3!              +      *                !!         .    .    .0        !
 1990.4!                 *   +                !!         . 0  .    .         !
 1991.1!             *    +                   !!         .0   .    .         !
 1991.2!             * +                      !!         .  0 .    .         !
 1991.3!               +     *                !!         .    .    0         !
 1991.4!                     +*               !!         .    .0   .         !
 1992.1!               *     +                !!         .0   .    .         !
 1992.2!             *   +                    !!         . 0  .    .         !
 1992.3!               +       *              !!         .    .    .0        !
 1992.4!                      +    *          !!         .    .   0.         !
 1993.1!                    *    +            !!         .0   .    .         !
 1993.2!        *           +                 !!     0   .    .    .         !
 1993.3!            +         *               !!         .    .    .  0      !
 1993.4!                     +  *             !!         .    . 0  .         !
 1994.1!                    * +               !!         .  0 .    .         !
 1994.2!                    +  *              !!         .    . 0  .         !
 1994.3!                      +*              !!         .    .0   .         !
 1994.4!                      +               !!         .    0    .         !
 1995.1!               *     +                !!         0    .    .         !
 1995.2!                 +   *                !!         .    .   0.         !
 1995.3!                     +  *             !!         .    .  0 .         !
 1995.4!                       +              !!         .    0    .         !
 1996.1!                     *+               !!         .   0.    .         !
 1996.2!                    +*                !!         .    0    .         !
 1996.3!                    +      *          !!         .    .    0         !
 1996.4!                     *   +            !!         . 0  .    .         !
 1997.1!                *   +                 !!         .0   .    .         !
 1997.2!                 +         *          !!         .    .    .  0      !
 1997.3!               *         +            !!      0  .    .    .         !
 1997.4!                +      *              !!         .    .    0         !
 1998.1!               *      +               !!         0    .    .         !
 1998.2!                 +*                   !!         .    .0   .         !
 1998.3!                   +    *             !!         .    .   0.         !
 1998.4!                *      +              !!        0.    .    .         !
 1999.1!                *+                    !!         .    0    .         !
 1999.2!                  +           *       !!         .    .    .    0    !
 1999.3!             *             +          !!   0     .    .    .         !
 1999.4! *              +                     !!  0      .    .    .         !
 2000.1!      +     *                         !!         .    .    0         !
 2000.2!               +*                     !!         .    .0   .         !
 2000.3!                 +      *             !!         .    .    .0        !
 2000.4!                    *  +              !!         .  0 .    .         !
 2001.1!              *     +                 !!         0    .    .         !
 2001.2!             * +                      !!         .  0 .    .         !
 2001.3!               +  *                   !!         .    . 0  .         !
 2001.4!                  +    *              !!         .    .  0 .         !
 2002.1!               *      +               !!        0.    .    .         !
 2002.2!                + *                   !!         .    .0   .         !
 2002.3!                   +  *               !!         .    . 0  .         !
 2002.4!                   * +                !!         .  0 .    .         !
 2003.1!            *      +                  !!        0.    .    .         !
 2003.2!               +      *               !!         .    .    .0        !
 2003.3!                     +    *           !!         .    .   0.         !
 2003.4!                    *   +             !!         . 0  .    .         !
 2004.1!                    + *               !!         .    .0   .         !
 2004.2!                    *+                !!         .   0.    .         !
 2004.3!                  * +                 !!         .   0.    .         !
 2004.4!                *  +                  !!         .  0 .    .         !
 2005.1!              *  +                    !!         . 0  .    .         !
 2005.2!                +                     !!         .    0    .         !
 2005.3!                 +*                   !!         .    .0   .         !
 2005.4!          *        +                  !!       0 .    .    .         !
 2006.1!             + *                      !!         .    .0   .         !
 2006.2!                +                     !!         .    0    .         !
 2006.3!                *+                    !!         .   0.    .         !
 2006.4!          *      +                    !!        0.    .    .         !
 2007.1!           * +                        !!         .   0.    .         !
 2007.2!              + *                     !!         .    .0   .         !
 2007.3!                 +  *                 !!         .    . 0  .         !
 2007.4!                  * +                 !!         .  0 .    .         !
 2008.1!              *   +                   !!         . 0  .    .         !
 2008.2!          *    +                      !!         .0   .    .         !
 2008.3!            *+                        !!         .   0.    .         !
 2008.4!            * +                       !!         .  0 .    .         !
 2009.1!          *   +                       !!         . 0  .    .         !
 2009.2!             +  *                     !!         .    . 0  .         !
 2009.3!                 +*                   !!         .    .0   .         !
 2009.4!                  +*                  !!         .    .0   .         !
 2010.1!           *       +                  !!        0.    .    .         !
 2010.2!              + *                     !!         .    .0   .         !
 2010.3!                 +  *                 !!         .    . 0  .         !
 2010.4!                    +                 !!         .    0    .         !
 2011.1!                *   +                 !!         . 0  .    .         !
 2011.2!                 +*                   !!         .    .0   .         !
 2011.3!               *   +                  !!         . 0  .    .         !
 2011.4!                +   *                 !!         .    .  0 .         !
 2012.1!                  * +                 !!         .   0.    .         !
 2012.2!                  *+                  !!         .    0    .         !
 2012.3!                   +                  !!         .    0    .         !
 2012.4!            *      +                  !!        0.    .    .         !


     30.32 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRGR=BRPX$Q/GRPMM;                                                     
 GENR LAABRGR=LOG(AABRGR+.00001);                                             
 GENR LABRGR=LOG(ABRGR+.00001);                                               
 LHS AABRGR=EXP(LAABRGR)-.00001;                                              
  EQ 1061 LAABRGR C LABRGR(-1) PBRGR;                                         
EQUATION 859  LAABRGR  
   RHS     C  LABRGR(-1)  PBRGR  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  859 PLOT=0;END;                                                     

Equation number =  859
**********************

Dependent variable = LAABRGR 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.224626316

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.452198915       0.426375731  -5.75126     1.000000
12986 LABRGR  ( -1)       0.395347496       0.081547175   4.84808    -5.220965
12984 PBRGR   (  0)      -0.636893503       0.226629734  -2.81028     1.112167

SE of equation            =     0.426529894
Sum of squared residuals  =  22.3771133      -0.345501405E-12
Average absolute error    =     0.345071203
Sum of ABS residuals      =  43.4789716    
R squared                 =   0.26129
Durbin-Watson statistic   =   2.19592
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!              + *                     !!        .     .0    .        !
 1981.4!               +     *                !!        .     .   0 .        !
 1982.1!                  +*                  !!        .     .0    .        !
 1982.2!               *   +                  !!        .  0  .     .        !
 1982.3!                +      *              !!        .     .    0.        !
 1982.4!                  +   *               !!        .     .  0  .        !
 1983.1!                  +    *              !!        .     .   0 .        !
 1983.2!                   +   *              !!        .     .  0  .        !
 1983.3!               +        *             !!        .     .     0        !
 1983.4!                   +       *          !!        .     .     0        !
 1984.1!                 +    *               !!        .     .   0 .        !
 1984.2!   *              +                   !!  0     .     .     .        !
 1984.3!        +                   *         !!        .     .     .        0
 1984.4!                  +           *       !!        .     .     .  0     !
 1985.1!                  +     *             !!        .     .    0.        !
 1985.2!   *              +                   !!  0     .     .     .        !
 1985.3!          +  *                        !!        .     . 0   .        !
 1985.4!                +      *              !!        .     .    0.        !
 1986.1!                     +*               !!        .     .0    .        !
 1986.2!                   +             *    !!        .     .     .    0   !
 1986.3!               *          +           !!      0 .     .     .        !
 1986.4!              +        *              !!        .     .     .0       !
 1987.1!                       +  *           !!        .     .  0  .        !
 1987.2!                      +    *          !!        .     .   0 .        !
 1987.3!                       +  *           !!        .     . 0   .        !
 1987.4!                        +          *  !!        .     .     . 0      !
 1988.1!                *         +           !!       0.     .     .        !
 1988.2!                   *+                 !!        .    0.     .        !
 1988.3!                   +       *          !!        .     .     0        !
 1988.4!                      +  *            !!        .     . 0   .        !
 1989.1!                  *+                  !!        .     0     .        !
 1989.2!                    +      *          !!        .     .    0.        !
 1989.3!                        +     *       !!        .     .   0 .        !
 1989.4!                          +           *!        .     .     .  0     !
 1990.1!                              +       *!        .     .     0        !
 1990.2!                         *   +        !!        .  0  .     .        !
 1990.3!                    * +               !!        .   0 .     .        !
 1990.4!               *      +               !!        .0    .     .        !
 1991.1!                      +       *       !!        .     .     .0       !
 1991.2!                    *     +           !!        . 0   .     .        !
 1991.3!            *        +                !!        0     .     .        !
 1991.4!                   +                * !!        .     .     .      0 !
 1992.1!          *             +             !!   0    .     .     .        !
 1992.2!               +                   *  !!        .     .     .        0
 1992.3!                       *  +           !!        .  0  .     .        !
 1992.4!                     * +              !!        .    0.     .        !
 1993.1!                   +    *             !!        .     .   0 .        !
 1993.2!          *            +              !!    0   .     .     .        !
 1993.3!    *           +                     !!     0  .     .     .        !
 1993.4!           +            *             !!        .     .     .   0    !
 1994.1!          *       +                   !!        0     .     .        !
 1994.2!              +            *          !!        .     .     .  0     !
 1994.3!                      +              *!!        .     .     .    0   !
 1994.4!                          +      *    !!        .     .    0.        !
 1995.1!                         +     *      !!        .     .    0.        !
 1995.2!                         +   *        !!        .     .  0  .        !
 1995.3!                        +         *   !!        .     .     . 0      !
 1995.4!                   *      +           !!        .0    .     .        !
 1996.1!                   +       *          !!        .     .     0        !
 1996.2!                    * +               !!        .    0.     .        !
 1996.3!                   +             *    !!        .     .     .   0    !
 1996.4!                    *    +            !!        . 0   .     .        !
 1997.1!                   +    *             !!        .     .   0 .        !
 1997.2!                   + *                !!        .     . 0   .        !
 1997.3!                 +         *          !!        .     .     .0       !
 1997.4!                   *+                 !!        .    0.     .        !
 1998.1!                    +*                !!        .     .0    .        !
 1998.2!                   +   *              !!        .     .  0  .        !
 1998.3!                    +*                !!        .     .0    .        !
 1998.4!          *         +                 !!      0 .     .     .        !
 1999.1!               +*                     !!        .     .0    .        !
 1999.2!                    +   *             !!        .     .  0  .        !
 1999.3!                     * +              !!        .    0.     .        !
 1999.4!            *       +                 !!        0     .     .        !
 2000.1!                 +   *                !!        .     .  0  .        !
 2000.2!             *     +                  !!        .0    .     .        !
 2000.3!           *   +                      !!        .  0  .     .        !
 2000.4!            *  +                      !!        .   0 .     .        !
 2001.1!        *        +                    !!        0     .     .        !
 2001.2!             +                *       !!        .     .     .     0  !
 2001.3!            *          +              !!      0 .     .     .        !
 2001.4!       *        +                     !!       0.     .     .        !
 2002.1!         *    +                       !!        . 0   .     .        !
 2002.2!       *     +                        !!        .0    .     .        !
 2002.3!                 +              *     !!        .     .     .    0   !
 2002.4!            *            +            !!    0   .     .     .        !
 2003.1!          *       +                   !!        0     .     .        !
 2003.2!              *  +                    !!        .   0 .     .        !
 2003.3!            *     +                   !!        . 0   .     .        !
 2003.4!         *       +                    !!        0     .     .        !
 2004.1!                * +                   !!        .    0.     .        !
 2004.2!           *     +                    !!        . 0   .     .        !
 2004.3!                 +                    !!        .     0     .        !
 2004.4!          *       +                   !!        0     .     .        !
 2005.1!          *     +                     !!        . 0   .     .        !
 2005.2!            *  +                      !!        .  0  .     .        !
 2005.3!            *  +                      !!        .  0  .     .        !
 2005.4!      *        +                      !!       0.     .     .        !
 2006.1!            +*                        !!        .     0     .        !
 2006.2!       *      +                       !!        .0    .     .        !
 2006.3!              + *                     !!        .     .0    .        !
 2006.4!               *+                     !!        .    0.     .        !
 2007.1!             *   +                    !!        .  0  .     .        !
 2007.2!               +  *                   !!        .     . 0   .        !
 2007.3!                   +*                 !!        .     .0    .        !
 2007.4!                   +                  !!        .     .0    .        !
 2008.1!         *        +                   !!       0.     .     .        !
 2008.2!              + *                     !!        .     .0    .        !
 2008.3!            *   +                     !!        .  0  .     .        !
 2008.4!         *  +                         !!        .   0 .     .        !
 2009.1!         *    +                       !!        . 0   .     .        !
 2009.2!         *     +                      !!        . 0   .     .        !
 2009.3!             *  +                     !!        .   0 .     .        !
 2009.4!    *           +                     !!     0  .     .     .        !
 2010.1!        *    +                        !!        . 0   .     .        !
 2010.2!         *  +                         !!        .  0  .     .        !
 2010.3!           * +                        !!        .    0.     .        !
 2010.4! *           +                        !!    0   .     .     .        !
 2011.1!    *   +                             !!        .  0  .     .        !
 2011.2!       * +                            !!        .    0.     .        !
 2011.3!       *   +                          !!        .  0  .     .        !
 2011.4!      *   +                           !!        .  0  .     .        !
 2012.1!  *      +                            !!        .0    .     .        !
 2012.2*       +                              !!        0     .     .        !
 2012.3!       +*                             !!        .     .0    .        !
 2012.4!         *   +                        !!        .  0  .     .        !


     32.54 percent of the residuals exceed 1 SE
      3.97 percent of the residuals exceed 2 SE
@EQ  1062 LAACEGR C LACEGR(-1) PCEGR;SMPL 1981.3 2012.4;OLS;EST 1062 PLOT=0;EN
@EQ  1063 LAAMEGR C LAMEGR(-1) PMEGR;SMPL 1979.3 2012.4;OLS;EST 1063 PLOT=0;EN
@EQ  1064 LAAPEGR C LAPEGR(-1) PPEGR;SMPL 1986.1 2012.4;OLS;EST 1064 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTUGR=TUPX$/GRPMM;                                                      
 GENR LAATUGR=LOG(AATUGR+.00001);                                             
 GENR LATUGR=LOG(ATUGR+.00001);                                               
 LHS AATUGR=EXP(LAATUGR)-.00001;                                              
  EQ 1065 LAATUGR C LATUGR(-1) PTUGR;                                         
EQUATION 860  LAATUGR  
   RHS     C  LATUGR(-1)  PTUGR  
 SMPL 1979.4 2012.4;                                                          
Sample period is now  1979.4 to  2012.4 Internally:   112 to   244
 OLS;EST  860 PLOT=0;END;                                                     

Equation number =  860
**********************

Dependent variable = LAATUGR 

 1979.4 -   2012.4,    0 missing obs.,  133 obs. used.

Mean of dependent variable       -4.675610010

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.456030601       0.292822070  -1.55736     1.000000
12989 LATUGR  ( -1)       0.777959088       0.051179259  15.20067    -4.709902
12987 PTUGR   (  0)      -0.427238831       0.249027566  -1.71563     1.300136

SE of equation            =     0.519250405
Sum of squared residuals  =  35.0507278      -0.685895785E-11
Average absolute error    =     0.327912557
Sum of ABS residuals      =  43.6123700    
R squared                 =   0.72963
Durbin-Watson statistic   =   2.66713
SMPL and No. Obs.         = 1979.4   2012.4    133

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.4!            +                         !!           .  0  .           !
 1980.1!        *       +                     !!      0    .  .  .           !
 1980.2!          *  +                        !!           0  .  .           !
 1980.3*              +                       !0           .  .  .           !
 1980.4!     +            *                   !!           .  .  .         0 !
 1981.1!                     +*               !!           .  .0 .           !
 1981.2!             *         +              !!     0     .  .  .           !
 1981.3!                +*                    !!           .  .0 .           !
 1981.4!                   +      *           !!           .  .  .   0       !
 1982.1!                   *      +           !!       0   .  .  .           !
 1982.2!                     +  *             !!           .  .  0           !
 1982.3!                        +   *         !!           .  .  .0          !
 1982.4!                           +      *   !!           .  .  .   0       !
 1983.1!                   *             +    !!0          .  .  .           !
 1983.2!                     +       *        !!           .  .  .    0      !
 1983.3!                   *       +          !!      0    .  .  .           !
 1983.4!                    *+                !!           . 0.  .           !
 1984.1!                    +   *             !!           .  .  .0          !
 1984.2!                    *   +             !!          0.  .  .           !
 1984.3!                      +*              !!           .  .0 .           !
 1984.4!                       +       *      !!           .  .  .    0      !
 1985.1!                           * +        !!           . 0.  .           !
 1985.2!                        *  +          !!           0  .  .           !
 1985.3!                     *  +             !!           0  .  .           !
 1985.4!                      +  *            !!           .  .  0           !
 1986.1!                       *  +           !!           .0 .  .           !
 1986.2!                        +*            !!           .  .0 .           !
 1986.3!                       * +            !!           .0 .  .           !
 1986.4!                        +  *          !!           .  .  0           !
 1987.1!                    *       +         !!      0    .  .  .           !
 1987.2!                    * +               !!           . 0.  .           !
 1987.3!                      +    *          !!           .  .  . 0         !
 1987.4!                        *   +         !!         0 .  .  .           !
 1988.1!                         +  *         !!           .  .  0           !
 1988.2!                       *     +        !!        0  .  .  .           !
 1988.3!                        +             !!           . 0.  .           !
 1988.4!                         +*           !!           .  . 0.           !
 1989.1!                         *+           !!           . 0.  .           !
 1989.2!                          +*          !!           .  . 0.           !
 1989.3!                         *  +         !!           0  .  .           !
 1989.4!                          +*          !!           .  .0 .           !
 1990.1!                         *  +         !!           0  .  .           !
 1990.2!                         * +          !!           . 0.  .           !
 1990.3!                        * +           !!           .0 .  .           !
 1990.4!                          +   *       !!           .  .  .0          !
 1991.1!                            *  +      !!           .0 .  .           !
 1991.2!                       *     +        !!         0 .  .  .           !
 1991.3!                         + *          !!           .  . 0.           !
 1991.4!                         *  +         !!           .0 .  .           !
 1992.1!                        * +           !!           .0 .  .           !
 1992.2!                         +*           !!           .  .0 .           !
 1992.3!                         * +          !!           0  .  .           !
 1992.4!                          +           !!           .  0  .           !
 1993.1!                        *  +          !!           0  .  .           !
 1993.2!                          +           !!           .  0  .           !
 1993.3!                       *  +           !!           0  .  .           !
 1993.4!                        +             !!           .  0  .           !
 1994.1!                       *+             !!           . 0.  .           !
 1994.2!                        + *           !!           .  . 0.           !
 1994.3!                           +*         !!           .  .0 .           !
 1994.4!                           *+         !!           . 0.  .           !
 1995.1!                           +          !!           .  0  .           !
 1995.2!                           *+         !!           . 0.  .           !
 1995.3!                          * +         !!           .0 .  .           !
 1995.4!                           +*         !!           .  . 0.           !
 1996.1!                          * +         !!           .0 .  .           !
 1996.2!                          *+          !!           . 0.  .           !
 1996.3!                           +*         !!           .  .0 .           !
 1996.4!                             +        !!           .  0  .           !
 1997.1!                            *+        !!           . 0.  .           !
 1997.2!                            +         !!           . 0.  .           !
 1997.3!                            +*        !!           .  .0 .           !
 1997.4!                             +*       !!           .  .0 .           !
 1998.1!                             *+       !!           . 0.  .           !
 1998.2!                             +*       !!           .  .0 .           !
 1998.3!                             *+       !!           .  0  .           !
 1998.4!                             +*       !!           .  .0 .           !
 1999.1!                              +       !!           .  0  .           !
 1999.2!                              +*      !!           .  .0 .           !
 1999.3!                              +       !!           .  0  .           !
 1999.4!                              +       !!           .  0  .           !
 2000.1!                             *+       !!           . 0.  .           !
 2000.2!                             + *      !!           .  . 0.           !
 2000.3!                            * +       !!           .0 .  .           !
 2000.4!                            +*        !!           .  .0 .           !
 2001.1!                             +*       !!           .  .0 .           !
 2001.2!                             +*       !!           .  .0 .           !
 2001.3!                              +       !!           .  .0 .           !
 2001.4!                              +       !!           .  .0 .           !
 2002.1!                              +       !!           .  .0 .           !
 2002.2!                              +*      !!           .  .0 .           !
 2002.3!                               +*     !!           .  .0 .           !
 2002.4!                                +*    !!           .  .0 .           !
 2003.1!                                 +    !!           .  .0 .           !
 2003.2!                                 +    !!           .  0  .           !
 2003.3!                                 +*   !!           .  .0 .           !
 2003.4!                                 +*   !!           .  .0 .           !
 2004.1!                                  +*  !!           .  .0 .           !
 2004.2!                                  +   !!           .  0  .           !
 2004.3!                                 +*   !!           .  0  .           !
 2004.4!                                 +  * !!           .  .  0           !
 2005.1!                                   +  !!           .  0  .           !
 2005.2!                                  +   !!           . 0.  .           !
 2005.3!                                 +*   !!           .  .0 .           !
 2005.4!                                  +*  !!           .  .0 .           !
 2006.1!                                  +   !!           .  .0 .           !
 2006.2!                                  + * !!           .  . 0.           !
 2006.3!                                   + *!!           .  . 0.           !
 2006.4!                                    + !!           .  0  .           !
 2007.1!                                   +* !!           .  .0 .           !
 2007.2!                                   +  *!           .  . 0.           !
 2007.3!                                     +!!           .  .0 .           !
 2007.4!                                    + *!           .  .0 .           !
 2008.1!                                     +!!           .  .0 .           !
 2008.2!                                     +*!           .  .0 .           !
 2008.3!                                     +*!           .  .0 .           !
 2008.4!                                    + !!           . 0.  .           !
 2009.1!                                   +  !!           .  .0 .           !
 2009.2!                                   +* !!           .  .0 .           !
 2009.3!                                   +* !!           .  .0 .           !
 2009.4!                                   +* !!           .  .0 .           !
 2010.1!                                   +* !!           .  .0 .           !
 2010.2!                                   +* !!           .  0  .           !
 2010.3!                                   +* !!           .  .0 .           !
 2010.4!                                   +* !!           .  .0 .           !
 2011.1!                                   +* !!           .  .0 .           !
 2011.2!                                   +* !!           .  .0 .           !
 2011.3!                                   +* !!           .  0  .           !
 2011.4!                                   +* !!           .  .0 .           !
 2012.1!                                   +  !!           .  0  .           !
 2012.2!                                  +*  !!           .  .0 .           !
 2012.3!                                  + * !!           .  . 0.           !
 2012.4!                                   + *!!           .  . 0.           !


     15.04 percent of the residuals exceed 1 SE
      9.02 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDGR=PDPX$/GRPMM;                                                      
 GENR LAAPDGR=LOG(AAPDGR+.00001);                                             
 GENR LAPDGR=LOG(APDGR+.00001);                                               
 LHS AAPDGR=EXP(LAAPDGR)-.00001;                                              
  EQ 1066 LAAPDGR C LAPDGR(-1) PPDGR;                                         
EQUATION 861  LAAPDGR  
   RHS     C  LAPDGR(-1)  PPDGR  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  861 PLOT=0;END;                                                     

Equation number =  861
**********************

Dependent variable = LAAPDGR 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.441522478

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.918076704       0.306011978  -3.00013     1.000000
12992 LAPDGR  ( -1)       0.657289461       0.064101004  10.25397    -5.451106
12990 PPDGR   (  0)      -0.724464441       0.191832445  -3.77655     1.298188

SE of equation            =     0.387610271
Sum of squared residuals  =  18.4797319      -0.878408457E-11
Average absolute error    =     0.281483599
Sum of ABS residuals      =  35.4669334    
R squared                 =   0.64316
Durbin-Watson statistic   =   2.37405
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!             +*                       !!         .    .0   .         !
 1981.4!         *  +                         !!         . 0  .    .         !
 1982.1!         +       *                    !!         .    .    . 0       !
 1982.2!              * +                     !!         .   0.    .         !
 1982.3!            +      *                  !!         .    .    .0        !
 1982.4!               + *                    !!         .    . 0  .         !
 1983.1!              +  *                    !!         .    .  0 .         !
 1983.2!      *        +                      !!      0  .    .    .         !
 1983.3!     +                *               !!         .    .    .         0
 1983.4!                *  +                  !!         . 0  .    .         !
 1984.1! *         +                          !!      0  .    .    .         !
 1984.2!   +   *                              !!         .    .  0 .         !
 1984.3!        +             *               !!         .    .    .      0  !
 1984.4!            *   +                     !!         . 0  .    .         !
 1985.1!       +       *                      !!         .    .    . 0       !
 1985.2!        *   +                         !!         . 0  .    .         !
 1985.3!    *  +                              !!         . 0  .    .         !
 1985.4!       +     *                        !!         .    .    0         !
 1986.1!    *       +                         !!        0.    .    .         !
 1986.2*      +                               !!        0.    .    .         !
 1986.3!    +       *                         !!         .    .    . 0       !
 1986.4!            +    *                    !!         .    .    0         !
 1987.1!                  +                   !!         .    0    .         !
 1987.2!          *      +                    !!        0.    .    .         !
 1987.3!             + *                      !!         .    . 0  .         !
 1987.4!               *  +                   !!         . 0  .    .         !
 1988.1!         *     +                      !!         0    .    .         !
 1988.2!              +  *                    !!         .    .  0 .         !
 1988.3!              *  +                    !!         .  0 .    .         !
 1988.4!               +                      !!         .    0    .         !
 1989.1!           * +                        !!         .   0.    .         !
 1989.2!             +         *              !!         .    .    .  0      !
 1989.3!                 *    +               !!         .0   .    .         !
 1989.4!              *    +                  !!         .0   .    .         !
 1990.1!               *+                     !!         .   0.    .         !
 1990.2!                 + *                  !!         .    . 0  .         !
 1990.3!             *    +                   !!         .0   .    .         !
 1990.4!               * +                    !!         .  0 .    .         !
 1991.1!        *          +                  !!     0   .    .    .         !
 1991.2!       *    +                         !!         0    .    .         !
 1991.3!          +   *                       !!         .    .  0 .         !
 1991.4!               *+                     !!         .  0 .    .         !
 1992.1*               +                      !!0        .    .    .         !
 1992.2!     + *                              !!         .    . 0  .         !
 1992.3!      *     +                         !!         0    .    .         !
 1992.4!           +                          !!         .    0    .         !
 1993.1!       *    +                         !!         0    .    .         !
 1993.2!            +     *                   !!         .    .    0         !
 1993.3! *               +                    !!0        .    .    .         !
 1993.4!    +       *                         !!         .    .    .  0      !
 1994.1!         * +                          !!         .  0 .    .         !
 1994.2!          *+                          !!         .    0    .         !
 1994.3!            +                         !!         .    0    .         !
 1994.4!            * +                       !!         .  0 .    .         !
 1995.1!             +  *                     !!         .    . 0  .         !
 1995.2!                  +                   !!         .    0    .         !
 1995.3!           *      +                   !!       0 .    .    .         !
 1995.4!            * +                       !!         .  0 .    .         !
 1996.1!              +   *                   !!         .    .   0.         !
 1996.2!                 + *                  !!         .    .0   .         !
 1996.3!                   +*                 !!         .    .0   .         !
 1996.4!                    +         *       !!         .    .    .   0     !
 1997.1!              *          +            !!    0    .    .    .         !
 1997.2!              +                       !!         .   0.    .         !
 1997.3!             *+                       !!         .   0.    .         !
 1997.4!              +                       !!         .    0    .         !
 1998.1!               + *                    !!         .    . 0  .         !
 1998.2!                +                     !!         .    0    .         !
 1998.3!               *+                     !!         .   0.    .         !
 1998.4!                +                     !!         .   0.    .         !
 1999.1!              * +                     !!         .  0 .    .         !
 1999.2!             *  +                     !!         . 0  .    .         !
 1999.3!           *   +                      !!         .0   .    .         !
 1999.4!          *  +                        !!         . 0  .    .         !
 2000.1!  *         +                         !!     0   .    .    .         !
 2000.2!       +        *                     !!         .    .    .   0     !
 2000.3!          *    +                      !!         .0   .    .         !
 2000.4!     *      +                         !!        0.    .    .         !
 2001.1!         +    *                       !!         .    .   0.         !
 2001.2!              +                       !!         .    0    .         !
 2001.3!           *  +                       !!         .  0 .    .         !
 2001.4!             +                        !!         .    .0   .         !
 2002.1!             + *                      !!         .    .0   .         !
 2002.2!               +   *                  !!         .    .  0 .         !
 2002.3!             *     +                  !!         0    .    .         !
 2002.4!               + *                    !!         .    .0   .         !
 2003.1!              *   +                   !!         . 0  .    .         !
 2003.2!                 +                    !!         .    0    .         !
 2003.3!              *    +                  !!         .0   .    .         !
 2003.4!               *+                     !!         .  0 .    .         !
 2004.1!                 +  *                 !!         .    . 0  .         !
 2004.2!             *       +                !!        0.    .    .         !
 2004.3!               * +                    !!         .   0.    .         !
 2004.4!                  + *                 !!         .    .0   .         !
 2005.1!                    *+                !!         .   0.    .         !
 2005.2!                    *+                !!         .   0.    .         !
 2005.3!                     +*               !!         .    .0   .         !
 2005.4!                      +               !!         .    0    .         !
 2006.1!                      +               !!         .    0    .         !
 2006.2!                       +*             !!         .    . 0  .         !
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 2006.4!                       +  *           !!         .    . 0  .         !
 2007.1!                         +            !!         .    0    .         !
 2007.2!                         + *          !!         .    . 0  .         !
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 2007.4!                            +*        !!         .    .0   .         !
 2008.1!                            +      *  !!         .    .    .0        !
 2008.2!                                +*    !!         .    .0   .         !
 2008.3!                              *+      !!         .    0    .         !
 2008.4!                            +*        !!         .    .0   .         !
 2009.1!                           +      *   !!         .    .    .0        !
 2009.2!                               +  *   !!         .    .  0 .         !
 2009.3!                               +*     !!         .    .0   .         !
 2009.4!                              +    *  !!         .    .   0.         !
 2010.1!                               +   *  !!         .    .  0 .         !
 2010.2!                               +  *   !!         .    . 0  .         !
 2010.3!                              + *     !!         .    .0   .         !
 2010.4!                             +   *    !!         .    .   0.         !
 2011.1!                              + *     !!         .    . 0  .         !
 2011.2!                             +        *!         .    .    . 0       !
 2011.3!                                 +    *!         .    .   0.         !
 2011.4!                                *+    !!         .    0    .         !
 2012.1!                             +*       !!         .    .0   .         !
 2012.2!                          +   *       !!         .    .  0 .         !
 2012.3!                           +          *!         .    .    .   0     !
 2012.4!                                +*    !!         .    0    .         !


     24.60 percent of the residuals exceed 1 SE
      4.76 percent of the residuals exceed 2 SE
@@EQ 1067 LAARUGR C LARUGR(-1) PRUGR;SMPL 1992.3 2012.4;OLS;EST 1067 PLOT=0;EN
@@EQ 1068 LAAUEGR C LAUEGR(-1) PUEGR;SMPL 1995.3 2012.4;OLS;EST 1068 PLOT=0;EN
@EQ  1069 LAAEGGR C LAEGGR(-1) PEGGR;SMPL 1981.3 2012.4;OLS;EST 1069 PLOT=0;EN
@EQ  1070 LAAISGR C LAISGR(-1) PISGR;SMPL 1966.1 2012.4;OLS;EST 1070 PLOT=0;EN
@EQ  1071 LAAKEGR C LAKEGR(-1) PKEGR;SMPL 1973.1 2012.4;OLS;EST 1071 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBAGR=BAPX$/GRPMM;                                                      
 GENR LAABAGR=LOG(AABAGR+.00001);                                             
 GENR LABAGR=LOG(ABAGR+.00001);                                               
 LHS AABAGR=EXP(LAABAGR)-.00001;                                              
  EQ 1072 LAABAGR C LABAGR(-1) PBAGR;                                         
EQUATION 862  LAABAGR  
   RHS     C  LABAGR(-1)  PBAGR  
 SMPL 1976.3 2012.4;                                                          
Sample period is now  1976.3 to  2012.4 Internally:    99 to   244
 OLS;EST  862 PLOT=0;END;                                                     

Equation number =  862
**********************

Dependent variable = LAABAGR 

 1976.3 -   2012.4,    0 missing obs.,  146 obs. used.

Mean of dependent variable       -8.791112717

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.375810129       0.488950577  -4.85900     1.000000
12995 LABAGR  ( -1)       0.683175818       0.061475015  11.11306    -8.802175
12993 PBAGR   (  0)      -0.257959698       0.108030898  -2.38783     1.557878

SE of equation            =     0.542239903
Sum of squared residuals  =  42.0454480      -0.143094425E-10
Average absolute error    =     0.408328452
Sum of ABS residuals      =  59.6159540    
R squared                 =   0.57731
Durbin-Watson statistic   =   2.44782
SMPL and No. Obs.         = 1976.3   2012.4    146

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.3!              +        *              !!          .   .   . 0        !
 1976.4!                 *  +                 !!          .0  .   .          !
 1977.1!                +      *              !!          .   .   0          !
 1977.2!                     +    *           !!          .   .  0.          !
 1977.3!             *         +              !!       0  .   .   .          !
 1977.4!            * +                       !!          .  0.   .          !
 1978.1!              +            *          !!          .   .   .    0     !
 1978.2!                        +             !!          .   0   .          !
 1978.3!     *                +               !!  0       .   .   .          !
 1978.4!         +      *                     !!          .   .   0          !
 1979.1!                 +                    !!          .   0   .          !
 1979.2!        *        +                    !!        0 .   .   .          !
 1979.3!          +     *                     !!          .   .   .0         !
 1979.4!            *   +                     !!          .0  .   .          !
 1980.1!             +       *                !!          .   .   . 0        !
 1980.2!                  + *                 !!          .   .0  .          !
 1980.3! *                +                   !!   0      .   .   .          !
 1980.4!     +      *                         !!          .   .   .0         !
 1981.1!          *   +                       !!          . 0 .   .          !
 1981.2!       *    +                         !!          .0  .   .          !
 1981.3!          +*                          !!          .   .0  .          !
 1981.4!             +    *                   !!          .   .  0.          !
 1982.1!               *  +                   !!          . 0 .   .          !
 1982.2!               * +                    !!          .  0.   .          !
 1982.3!                +   *                 !!          .   .  0.          !
 1982.4!                    + *               !!          .   . 0 .          !
 1983.1!                  *  +                !!          .0  .   .          !
 1983.2!                  +*                  !!          .   0   .          !
 1983.3!          *       +                   !!         0.   .   .          !
 1983.4!         *   +                        !!          .0  .   .          !
 1984.1!           + *                        !!          .   .0  .          !
 1984.2!          *  +                        !!          . 0 .   .          !
 1984.3!           +             *            !!          .   .   .    0     !
 1984.4!                  *+                  !!          .  0.   .          !
 1985.1!           *+                         !!          .  0.   .          !
 1985.2!     *   +                            !!          .0  .   .          !
 1985.3!       +                     *        !!          .   .   .          0
 1985.4!     *                   +            !!0         .   .   .          !
 1986.1!       * +                            !!          .  0.   .          !
 1986.2!           +         *                !!          .   .   .  0       !
 1986.3!                    +                 !!          .   0   .          !
 1986.4!                 *  +                 !!          . 0 .   .          !
 1987.1!          *        +                  !!        0 .   .   .          !
 1987.2!              +     *                 !!          .   .   0          !
 1987.3!                    +     *           !!          .   .   0          !
 1987.4!               *         +            !!       0  .   .   .          !
 1988.1!                +           *         !!          .   .   .   0      !
 1988.2!                      *    +          !!          .0  .   .          !
 1988.3!                     +                !!          .   0   .          !
 1988.4!          *          +                !!       0  .   .   .          !
 1989.1!        *    +                        !!          .0  .   .          !
 1989.2! *          +                         !!      0   .   .   .          !
 1989.3*        +                             !!        0 .   .   .          !
 1989.4! *     +                              !!          0   .   .          !
 1990.1!     *  +                             !!          . 0 .   .          !
 1990.2!      *    +                          !!          .0  .   .          !
 1990.3!           +*                         !!          .   .0  .          !
 1990.4!  *             +                     !!    0     .   .   .          !
 1991.1!  *       +                           !!         0.   .   .          !
 1991.2!         +            *               !!          .   .   .    0     !
 1991.3!              *       +               !!        0 .   .   .          !
 1991.4! *                +                   !!   0      .   .   .          !
 1992.1!        +      *                      !!          .   .   .0         !
 1992.2!                *+                    !!          .  0.   .          !
 1992.3!                *  +                  !!          . 0 .   .          !
 1992.4!              *    +                  !!          .0  .   .          !
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 1993.2!                    * +               !!          .  0.   .          !
 1993.3!               *     +                !!          0   .   .          !
 1993.4!                 +                    !!          .   0   .          !
 1994.1!                * +                   !!          .  0.   .          !
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 1994.3!                       + *            !!          .   .0  .          !
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 1995.4!                         *  +         !!          . 0 .   .          !
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 1997.3!                       *    +         !!          .0  .   .          !
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 1998.1!                      *     +         !!          0   .   .          !
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 1998.3!                         +  *         !!          .   . 0 .          !
 1998.4!                        * +           !!          . 0 .   .          !
 1999.1!                  *     +             !!          0   .   .          !
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 1999.3!                   +   *              !!          .   .  0.          !
 1999.4!            *          +              !!      0   .   .   .          !
 2000.1!               +   *                  !!          .   . 0 .          !
 2000.2!                *   +                 !!          . 0 .   .          !
 2000.3!                 *+                   !!          .   0   .          !
 2000.4!               *   +                  !!          .0  .   .          !
 2001.1!            *    +                    !!          0   .   .          !
 2001.2!               +     *                !!          .   .   0          !
 2001.3!                  *  +                !!          . 0 .   .          !
 2001.4!           *       +                  !!        0 .   .   .          !
 2002.1!              +    *                  !!          .   .  0.          !
 2002.2!                    +                 !!          .   0   .          !
 2002.3!                     +*               !!          .   0   .          !
 2002.4!              *        +              !!        0 .   .   .          !
 2003.1!                 +      *             !!          .   .   .0         !
 2003.2!                     *  +             !!          . 0 .   .          !
 2003.3!                      +*              !!          .   .0  .          !
 2003.4!                      * +             !!          .  0.   .          !
 2004.1!                       +*             !!          .   .0  .          !
 2004.2!                        +             !!          .   0   .          !
 2004.3!                      * +             !!          . 0 .   .          !
 2004.4!                       +      *       !!          .   .   .0         !
 2005.1!                          *  +        !!          . 0 .   .          !
 2005.2!                          +    *      !!          .   .   0          !
 2005.3!                             +        !!          .   0   .          !
 2005.4!                           *+         !!          .   0   .          !
 2006.1!                          +     *     !!          .   .   0          !
 2006.2!                              +  *    !!          .   . 0 .          !
 2006.3!                              +   *   !!          .   .  0.          !
 2006.4!                           *    +     !!          .0  .   .          !
 2007.1!                           +       *  !!          .   .   . 0        !
 2007.2!                               *+     !!          .  0.   .          !
 2007.3!                             +  *     !!          .   . 0 .          !
 2007.4!                              +       !!          .   0   .          !
 2008.1!                             +      * !!          .   .   .0         !
 2008.2!                                *+    !!          .  0.   .          !
 2008.3!                              +      *!!          .   .   .0         !
 2008.4!                                 *+   !!          .   0   .          !
 2009.1!                               +      *!          .   .   .0         !
 2009.2!                                  +   *!          .   .  0.          !
 2009.3!                                  +  *!!          .   . 0 .          !
 2009.4!                                  +*  !!          .   .0  .          !
 2010.1!                                +  *  !!          .   . 0 .          !
 2010.2!                                +     *!          .   .   0          !
 2010.3!                                  + * !!          .   .0  .          !
 2010.4!                                 +  * !!          .   . 0 .          !
 2011.1!                                 + *  !!          .   . 0 .          !
 2011.2!                                +     *!          .   .   0          !
 2011.3!                                  +  *!!          .   . 0 .          !
 2011.4!                                 +   *!!          .   .  0.          !
 2012.1!                                 +    !!          .   0   .          !
 2012.2!                              +      *!!          .   .   0          !
 2012.3!                                 + *  !!          .   .0  .          !
 2012.4!                               + *    !!          .   .0  .          !


     26.03 percent of the residuals exceed 1 SE
      6.16 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKGR=HKPX$/GRPMM;                                                      
 GENR LAAHKGR=LOG(AAHKGR+.00001);                                             
 GENR LAHKGR=LOG(AHKGR+.00001);                                               
 LHS AAHKGR=EXP(LAAHKGR)-.00001;                                              
  EQ 1073 LAAHKGR C LAHKGR(-1) PHKGR;                                         
EQUATION 863  LAAHKGR  
   RHS     C  LAHKGR(-1)  PHKGR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  863 PLOT=0;END;                                                     

Equation number =  863
**********************

Dependent variable = LAAHKGR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.046106246

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.268473916       0.105366230  -2.54801     1.000000
12998 LAHKGR  ( -1)       0.926940532       0.026774958  34.61968    -6.055786
12996 PHKGR   (  0)      -0.094907960       0.047518155  -1.99730     1.730931

SE of equation            =     0.211687232
Sum of squared residuals  =  8.29012454       0.216511253E-10
Average absolute error    =     0.152881148
Sum of ABS residuals      =  28.7416558    
R squared                 =   0.95858
Durbin-Watson statistic   =   2.37432
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!    *+                                !!          . 0 .   .          !
 1966.2!   *+                                 !!          .0  .   .          !
 1966.3!    +                                 !!          .   .0  .          !
 1966.4!   * +                                !!          . 0 .   .          !
 1967.1!  * +                                 !!          0   .   .          !
 1967.2!  +*                                  !!          .   0   .          !
 1967.3!   +                                  !!          .   0   .          !
 1967.4!   +                                  !!          .  0.   .          !
 1968.1!  *+                                  !!          . 0 .   .          !
 1968.2!  +                                   !!          .  0.   .          !
 1968.3! *+                                   !!          .0  .   .          !
 1968.4!*+                                    !!          . 0 .   .          !
 1969.1! +      *                             !!          .   .   .      0   !
 1969.2!       *+                             !!          .  0.   .          !
 1969.3!       *+                             !!          . 0 .   .          !
 1969.4!      *+                              !!          . 0 .   .          !
 1970.1!       +                              !!          .   0   .          !
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 1970.3!      *+                              !!          . 0 .   .          !
 1970.4!    * +                               !!          .0  .   .          !
 1971.1!     +  *                             !!          .   .   0          !
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 1971.3!        *+                            !!          . 0 .   .          !
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 1972.3!       *+                             !!          .  0.   .          !
 1972.4!       +                              !!          .  0.   .          !
 1973.1!    *  +                              !!          0   .   .          !
 1973.2!*   +                                 !!        0 .   .   .          !
 1973.3! +  *                                 !!          .   .   .0         !
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 1974.1+ *                                    !!          .   .  0.          !
 1974.2! +     *                              !!          .   .   .    0     !
 1974.3!     * +                              !!          0   .   .          !
 1974.4!   * +                                !!          0   .   .          !
 1975.1!    +        *                        !!          .   .   .          0
 1975.2!              +                       !!          .  0.   .          !
 1975.3!         *    +                       !!      0   .   .   .          !
 1975.4!          +   *                       !!          .   .   . 0        !
 1976.1!              + *                     !!          .   .  0.          !
 1976.2!                 +                    !!          .   0   .          !
 1976.3!                 +  *                 !!          .   .   .0         !
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 1977.1!                    +*                !!          .   . 0 .          !
 1977.2!                  *   +               !!       0  .   .   .          !
 1977.3!                  +*                  !!          .   . 0 .          !
 1977.4!                   +*                 !!          .   .0  .          !
 1978.1!               *    +                 !!     0    .   .   .          !
 1978.2!                +                     !!          .   0   .          !
 1978.3!                +     *               !!          .   .   .    0     !
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 1979.2!              *   +                   !!        0 .   .   .          !
 1979.3!               +   *                  !!          .   .   .   0      !
 1979.4!                    +  *              !!          .   .   . 0        !
 1980.1!                   *   +              !!      0   .   .   .          !
 1980.2!                   +                  !!          .  0.   .          !
 1980.3!                   +  *               !!          .   .   0          !
 1980.4!                      + *             !!          .   .   0          !
 1981.1!                      * +             !!          .0  .   .          !
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 1981.3!               *      +               !!   0      .   .   .          !
 1981.4!                +                     !!          .   0   .          !
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 1982.2!                 *    +               !!       0  .   .   .          !
 1982.3!                 +                    !!          .  0.   .          !
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 1984.3!                 +*                   !!          .   .  0.          !
 1984.4!              *    +                  !!       0  .   .   .          !
 1985.1!              + *                     !!          .   . 0 .          !
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 1985.3!              +  *                    !!          .   .   .0         !
 1985.4!               *  +                   !!          0   .   .          !
 1986.1!              * +                     !!          .0  .   .          !
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 1986.3!                    +                 !!          .   0   .          !
 1986.4!                    + *               !!          .   .  0.          !
 1987.1!                      +               !!          .  0.   .          !
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 1987.3!                          +*          !!          .   . 0 .          !
 1987.4!                         * +          !!          0   .   .          !
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 1989.3!                               *+     !!          . 0 .   .          !
 1989.4!                               +      !!          .   .0  .          !
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 1990.2!                             * +      !!          .0  .   .          !
 1990.3!                             +   *    !!          .   .   .  0       !
 1990.4!                                 + *  !!          .   .   0          !
 1991.1!                                 * +  !!          .0  .   .          !
 1991.2!                                 +    !!          .   0   .          !
 1991.3!                                + *   !!          .   .   0          !
 1991.4!                                 *+   !!          . 0 .   .          !
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 1992.3!                                +  *  !!          .   .   .0         !
 1992.4!                                   +* !!          .   . 0 .          !
 1993.1!                                   +  *!          .   .   .0         !
 1993.2!                                   * +!!          0   .   .          !
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 1994.3!                                 + *  !!          .   .  0.          !
 1994.4!                                  *+  !!          .  0.   .          !
 1995.1!                                  + * !!          .   .   0          !
 1995.2!                                    + !!          .   0   .          !
 1995.3!                                   +* !!          .   . 0 .          !
 1995.4!                                    + !!          .   .0  .          !
 1996.1!                                   +* !!          .   .0  .          !
 1996.2!                                   +* !!          .   .0  .          !
 1996.3!                                   +  *!          .   .   0          !
 1996.4!                                   * +!!          0   .   .          !
 1997.1!                                  +*  !!          .   .0  .          !
 1997.2!                                  +   !!          .   0   .          !
 1997.3!                                 + *  !!          .   .  0.          !
 1997.4!                                  +   !!          .  0.   .          !
 1998.1!                                *+    !!          .  0.   .          !
 1998.2!                                +     !!          .   .0  .          !
 1998.3!                                +     !!          .   .0  .          !
 1998.4!                                +     !!          .   0   .          !
 1999.1!                                +*    !!          .   .  0.          !
 1999.2!                                *+    !!          . 0 .   .          !
 1999.3!                               + *    !!          .   .  0.          !
 1999.4!                                *+    !!          .  0.   .          !
 2000.1!                                +     !!          .   0   .          !
 2000.2!                              *+      !!          .0  .   .          !
 2000.3!                             +*       !!          .   . 0 .          !
 2000.4!                              +       !!          .   0   .          !
 2001.1!                              +       !!          .   0   .          !
 2001.2!                              +       !!          .   0   .          !
 2001.3!                              +       !!          .   0   .          !
 2001.4!                             +        !!          .   0   .          !
 2002.1!                             +        !!          .   0   .          !
 2002.2!                            *+        !!          .  0.   .          !
 2002.3!                            +*        !!          .   . 0 .          !
 2002.4!                             +*       !!          .   .0  .          !
 2003.1!                              +       !!          .   0   .          !
 2003.2!                              + *     !!          .   .   0          !
 2003.3!                              * +     !!          0   .   .          !
 2003.4!                              +       !!          .  0.   .          !
 2004.1!                              +       !!          .   .0  .          !
 2004.2!                              +       !!          .   0   .          !
 2004.3!                              +*      !!          .   .0  .          !
 2004.4!                               +      !!          .  0.   .          !
 2005.1!                               +*     !!          .   . 0 .          !
 2005.2!                                +     !!          .   0   .          !
 2005.3!                                +     !!          .   .0  .          !
 2005.4!                               *+     !!          .0  .   .          !
 2006.1!                              *+      !!          .   0   .          !
 2006.2!                             *+       !!          .0  .   .          !
 2006.3!                             +*       !!          .   . 0 .          !
 2006.4!                              +       !!          .   0   .          !
 2007.1!                              *+      !!          .  0.   .          !
 2007.2!                             *+       !!          . 0 .   .          !
 2007.3!                             + *      !!          .   .  0.          !
 2007.4!                              *+      !!          . 0 .   .          !
 2008.1!                              +       !!          .  0.   .          !
 2008.2!                              +       !!          .   0   .          !
 2008.3!                              *+      !!          .  0.   .          !
 2008.4!                             *+       !!          . 0 .   .          !
 2009.1!                             +*       !!          .   .0  .          !
 2009.2!                            * +       !!          .0  .   .          !
 2009.3!                            +         !!          .  0.   .          !
 2009.4!                            +         !!          .  0.   .          !
 2010.1!                           *+         !!          . 0 .   .          !
 2010.2!                            +*        !!          .   . 0 .          !
 2010.3!                           * +        !!          .0  .   .          !
 2010.4!                          * +         !!          .0  .   .          !
 2011.1!                         * +          !!          . 0 .   .          !
 2011.2!                          +*          !!          .   . 0 .          !
 2011.3!                          * +         !!          .0  .   .          !
 2011.4!                          +*          !!          .   0   .          !
 2012.1!                        *  +          !!         0.   .   .          !
 2012.2!                      * +             !!          .0  .   .          !
 2012.3!                       +              !!          .  0.   .          !
 2012.4!                       +              !!          .   0   .          !


     26.06 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIGR=SIPX$/GRPMM;                                                      
 GENR LAASIGR=LOG(AASIGR+.00001);                                             
 GENR LASIGR=LOG(ASIGR+.00001);                                               
 LHS AASIGR=EXP(LAASIGR)-.00001;                                              
  EQ 1074 LAASIGR C LASIGR(-1) PSIGR;                                         
EQUATION 864  LAASIGR  
   RHS     C  LASIGR(-1)  PSIGR  
 SMPL 1973.3 2012.4;                                                          
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
 OLS;EST  864 PLOT=0;END;                                                     

Equation number =  864
**********************

Dependent variable = LAASIGR 

 1973.3 -   2012.4,    0 missing obs.,  158 obs. used.

Mean of dependent variable       -5.305371785

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.236334902       0.282767892  -4.37226     1.000000
13001 LASIGR  ( -1)       0.725288744       0.056118749  12.92418    -5.319835
12999 PSIGR   (  0)      -0.125805869       0.053744944  -2.34079     1.674173

SE of equation            =     0.316399680
Sum of squared residuals  =  15.5168575       0.116293641E-10
Average absolute error    =     0.221181898
Sum of ABS residuals      =  34.9467399    
R squared                 =   0.58303
Durbin-Watson statistic   =   2.64088
SMPL and No. Obs.         = 1973.3   2012.4    158

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.3*   +                                  !!          .0  .   .          !
 1973.4!  +          *                        !!          .   .   .   0      !
 1974.1!       *   +                          !!          .0  .   .          !
 1974.2!         +  *                         !!          .   .  0.          !
 1974.3!      *     +                         !!         0.   .   .          !
 1974.4!        +*                            !!          .   .0  .          !
 1975.1!      *   +                           !!          .0  .   .          !
 1975.2!       +        *                     !!          .   .   .  0       !
 1975.3! *             +                      !!    0     .   .   .          !
 1975.4!    +*                                !!          .   .0  .          !
 1976.1!       +                              !!          .   0   .          !
 1976.2!        +                             !!          .   0   .          !
 1976.3!        + *                           !!          .   .0  .          !
 1976.4!          +*                          !!          .   .0  .          !
 1977.1!        *  +                          !!          .0  .   .          !
 1977.2!        *+                            !!          .  0.   .          !
 1977.3!         +                            !!          .   0   .          !
 1977.4!          +                           !!          .   0   .          !
 1978.1!         * +                          !!          .  0.   .          !
 1978.2!         *+                           !!          .  0.   .          !
 1978.3!        *  +                          !!          . 0 .   .          !
 1978.4!         +   *                        !!          .   .  0.          !
 1979.1!          *  +                        !!          .0  .   .          !
 1979.2!          +                           !!          .   0   .          !
 1979.3!         *+                           !!          .  0.   .          !
 1979.4!         +  *                         !!          .   . 0 .          !
 1980.1!           +    *                     !!          .   .  0.          !
 1980.2!              +*                      !!          .   .0  .          !
 1980.3!           * +                        !!          . 0 .   .          !
 1980.4!          +      *                    !!          .   .   . 0        !
 1981.1!             * +                      !!          .  0.   .          !
 1981.2!          *+                          !!          .  0.   .          !
 1981.3!         +                            !!          .   .0  .          !
 1981.4!        + *                           !!          .   .0  .          !
 1982.1!         + *                          !!          .   . 0 .          !
 1982.2!          +*                          !!          .   .0  .          !
 1982.3!          +                           !!          .   0   .          !
 1982.4!    *    +                            !!          0   .   .          !
 1983.1!    *+                                !!          .   0   .          !
 1983.2!     +                                !!          .   0   .          !
 1983.3!     +  *                             !!          .   . 0 .          !
 1983.4!       *+                             !!          .  0.   .          !
 1984.1!       +*                             !!          .   .0  .          !
 1984.2!       *+                             !!          .  0.   .          !
 1984.3!        + *                           !!          .   . 0 .          !
 1984.4!         +              *             !!          .   .   .      0   !
 1985.1!        *          +                  !!      0   .   .   .          !
 1985.2!        +               *             !!          .   .   .       0  !
 1985.3!      *            +                  !!    0     .   .   .          !
 1985.4!       +                   *          !!          .   .   .          0
 1986.1!         *            +               !!   0      .   .   .          !
 1986.2!          + *                         !!          .   . 0 .          !
 1986.3!        *    +                        !!          .0  .   .          !
 1986.4!         +                            !!          .   0   .          !
 1987.1!         * +                          !!          .  0.   .          !
 1987.2!          +      *                    !!          .   .   . 0        !
 1987.3!              *  +                    !!          . 0 .   .          !
 1987.4!            * +                       !!          . 0 .   .          !
 1988.1!            +            *            !!          .   .   .     0    !
 1988.2!                    *  +              !!          . 0 .   .          !
 1988.3!         *         +                  !!       0  .   .   .          !
 1988.4!      *   +                           !!          .0  .   .          !
 1989.1!       +  *                           !!          .   .  0.          !
 1989.2!           +  *                       !!          .   . 0 .          !
 1989.3!          *   +                       !!          .0  .   .          !
 1989.4!           +                          !!          .   0   .          !
 1990.1!            +  *                      !!          .   . 0 .          !
 1990.2!       *       +                      !!        0 .   .   .          !
 1990.3!        +  *                          !!          .   . 0 .          !
 1990.4!            +     *                   !!          .   .   .0         !
 1991.1!                 *+                   !!          .   0   .          !
 1991.2!               *+                     !!          .  0.   .          !
 1991.3!            * +                       !!          . 0 .   .          !
 1991.4!             + *                      !!          .   . 0 .          !
 1992.1!        *     +                       !!         0.   .   .          !
 1992.2!          +*                          !!          .   .0  .          !
 1992.3!            + *                       !!          .   . 0 .          !
 1992.4!              +*                      !!          .   0   .          !
 1993.1!              +  *                    !!          .   . 0 .          !
 1993.2!                +                *    !!          .   .   .       0  !
 1993.3!                 *         +          !!      0   .   .   .          !
 1993.4!             *  +                     !!          . 0 .   .          !
 1994.1!           *+                         !!          .  0.   .          !
 1994.2!            +  *                      !!          .   . 0 .          !
 1994.3!              + *                     !!          .   . 0 .          !
 1994.4!               *+                     !!          .   0   .          !
 1995.1!           *   +                      !!          .0  .   .          !
 1995.2!            +     *                   !!          .   .   .0         !
 1995.3!            *    +                    !!          0   .   .          !
 1995.4!      *     +                         !!         0.   .   .          !
 1996.1!        +   *                         !!          .   .  0.          !
 1996.2!            +                         !!          .   0   .          !
 1996.3!             +   *                    !!          .   .   0          !
 1996.4!        *       +                     !!       0  .   .   .          !
 1997.1!         +                            !!          .   0   .          !
 1997.2!       *  +                           !!          . 0 .   .          !
 1997.3!        *+                            !!          .  0.   .          !
 1997.4!         +                            !!          .   0   .          !
 1998.1!         *+                           !!          .  0.   .          !
 1998.2!        *  +                          !!          . 0 .   .          !
 1998.3!       *  +                           !!          . 0 .   .          !
 1998.4!      *  +                            !!          .0  .   .          !
 1999.1!   *     +                            !!          0   .   .          !
 1999.2!      *+                              !!          .  0.   .          !
 1999.3!        + *                           !!          .   .0  .          !
 1999.4!        *  +                          !!          .0  .   .          !
 2000.1!         *+                           !!          .   0   .          !
 2000.2!    *      +                          !!         0.   .   .          !
 2000.3!       +                              !!          .   0   .          !
 2000.4!       * +                            !!          . 0 .   .          !
 2001.1!       * +                            !!          .  0.   .          !
 2001.2!        *+                            !!          .  0.   .          !
 2001.3!         *+                           !!          .   0   .          !
 2001.4!       *   +                          !!          0   .   .          !
 2002.1!        *+                            !!          .  0.   .          !
 2002.2!        * +                           !!          . 0 .   .          !
 2002.3!         *+                           !!          .  0.   .          !
 2002.4!         * +                          !!          .  0.   .          !
 2003.1!          *+                          !!          .  0.   .          !
 2003.2!            +                         !!          .   0   .          !
 2003.3!           * +                        !!          . 0 .   .          !
 2003.4!        *    +                        !!          0   .   .          !
 2004.1!      *    +                          !!          .0  .   .          !
 2004.2!        * +                           !!          . 0 .   .          !
 2004.3!         *+                           !!          .  0.   .          !
 2004.4!         *  +                         !!          . 0 .   .          !
 2005.1!      *    +                          !!          0   .   .          !
 2005.2!          +                           !!          .   0   .          !
 2005.3!           *+                         !!          .  0.   .          !
 2005.4!            *+                        !!          .   0   .          !
 2006.1!         *    +                       !!          .0  .   .          !
 2006.2!           +  *                       !!          .   . 0 .          !
 2006.3!             * +                      !!          . 0 .   .          !
 2006.4!            * +                       !!          . 0 .   .          !
 2007.1!            *+                        !!          .  0.   .          !
 2007.2!              +                       !!          .   0   .          !
 2007.3!               + *                    !!          .   .0  .          !
 2007.4!                 +                    !!          .   0   .          !
 2008.1!                  + *                 !!          .   . 0 .          !
 2008.2!                    +  *              !!          .   .  0.          !
 2008.3!                      +  *            !!          .   . 0 .          !
 2008.4!                   *   +              !!          .0  .   .          !
 2009.1!                   +  *               !!          .   .  0.          !
 2009.2!                     +*               !!          .   .0  .          !
 2009.3!                     +  *             !!          .   . 0 .          !
 2009.4!                       + *            !!          .   . 0 .          !
 2010.1!                       +    *         !!          .   .   0          !
 2010.2!                          +   *       !!          .   .   0          !
 2010.3!                           + *        !!          .   .0  .          !
 2010.4!                          +    *      !!          .   .   0          !
 2011.1!                           + *        !!          .   . 0 .          !
 2011.2!                          +     *     !!          .   .   0          !
 2011.3!                            +    *    !!          .   .   0          !
 2011.4!                             +       *!!          .   .   . 0        !
 2012.1!                                + *   !!          .   . 0 .          !
 2012.2!                             +        *!          .   .   .  0       !
 2012.3!                                +  *  !!          .   . 0 .          !
 2012.4!                              +     * !!          .   .   .0         !


     20.25 percent of the residuals exceed 1 SE
      6.33 percent of the residuals exceed 2 SE
@@EQ 1075 LAAVIGR C LAVIGR(-1) PVIGR;SMPL 1992.3 2012.4;OLS;EST 1075 PLOT=0;EN
@@EQ 1076 LAANIGR C LANIGR(-1) PNIGR;SMPL 2004.3 2012.4;OLS;EST 1076 PLOT=0;EN
@@EQ 1077 LAAALGR C LAALGR(-1) PALGR;SMPL 1989.3 2012.4;OLS;EST 1077 PLOT=0;EN
@@EQ 1078 LAAIAGR C LAIAGR(-1) PIAGR;SMPL 1983.1 2012.4;OLS;EST 1078 PLOT=0;EN
@@EQ 1079 LAAINGR C LAINGR(-1) PINGR;SMPL 1988.4 2012.4;OLS;EST 1079 PLOT=0;EN
@@EQ 1080 LAAIQGR C LAIQGR(-1) PIQGR;SMPL 2008.4 2012.4;OLS;EST 1080 PLOT=0;EN
@@EQ 1081 LAAKUGR C LAKUGR(-1) PKUGR;SMPL 1997.3 2012.4;OLS;EST 1081 PLOT=0;EN
@@EQ 1082 LAALIGR C LALIGR(-1) PLIGR;SMPL 1981.4 2012.4;OLS;EST 1082 PLOT=0;EN
@@EQ 1083 LAAUAGR C LAUAGR(-1) PUAGR;SMPL 1983.3 2012.4;OLS;EST 1083 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSIR=USPX$/IRPMM;                                                      
 GENR LAAUSIR=LOG(AAUSIR+.00001);                                             
 GENR LAUSIR=LOG(AUSIR+.00001);                                               
 LHS AAUSIR=EXP(LAAUSIR)-.00001;                                              
  EQ 1084 LAAUSIR C LAUSIR(-1) PUSIR;                                         
EQUATION 865  LAAUSIR  
   RHS     C  LAUSIR(-1)  PUSIR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  865 PLOT=0;END;                                                     

Equation number =  865
**********************

Dependent variable = LAAUSIR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.390124843

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.113583770       0.074867155  -1.51714     1.000000
13004 LAUSIR  ( -1)       0.742058849       0.049287736  15.05565    -2.393407
13002 PUSIR   (  0)      -0.418577486       0.100845079  -4.15070     1.195697

SE of equation            =     0.169304970
Sum of squared residuals  =  5.30287201       0.367639252E-11
Average absolute error    =     0.115199080
Sum of ABS residuals      =  21.6574271    
R squared                 =   0.84341
Durbin-Watson statistic   =   2.51842
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                +       *             !!           .  .  . 0         !
 1966.2!                    *  +              !!           .0 .  .           !
 1966.3!                    +                 !!           .  0  .           !
 1966.4!                *  +                  !!           .0 .  .           !
 1967.1!                 +                    !!           .  0  .           !
 1967.2!                 +*                   !!           .  .0 .           !
 1967.3!               *  +                   !!           .0 .  .           !
 1967.4!              *+                      !!           . 0.  .           !
 1968.1!              +  *                    !!           .  .  0           !
 1968.2!              * +                     !!           . 0.  .           !
 1968.3!              +*                      !!           .  .0 .           !
 1968.4!          *   +                       !!           0  .  .           !
 1969.1!          *+                          !!           .  0  .           !
 1969.2!            +       *                 !!           .  .  . 0         !
 1969.3!                   + *                !!           .  .0 .           !
 1969.4!                 * +                  !!           .0 .  .           !
 1970.1!                 + *                  !!           .  . 0.           !
 1970.2!            *      +                  !!         0 .  .  .           !
 1970.3!              + *                     !!           .  . 0.           !
 1970.4!             *   +                    !!           0  .  .           !
 1971.1!              +                 *     !!           .  .  .        0  !
 1971.2!       *                     +        !0           .  .  .           !
 1971.3!       *   +                          !!           .0 .  .           !
 1971.4!    *      +                          !!         0 .  .  .           !
 1972.1!         +*                           !!           .  0  .           !
 1972.2!       *     +                        !!          0.  .  .           !
 1972.3!           +      *                   !!           .  .  . 0         !
 1972.4!               *  +                   !!           0  .  .           !
 1973.1*                +                     !!  0        .  .  .           !
 1973.2!+   *                                 !!           .  .  0           !
 1973.3!    +  *                              !!           .  . 0.           !
 1973.4!      +                               !!           .  0  .           !
 1974.1!  * +                                 !!           . 0.  .           !
 1974.2!     + *                              !!           .  .0 .           !
 1974.3!         +                            !!           .  0  .           !
 1974.4!   *     +                            !!          0.  .  .           !
 1975.1! *   +                                !!           0  .  .           !
 1975.2!     +      *                         !!           .  .  . 0         !
 1975.3!      *    +                          !!          0.  .  .           !
 1975.4!      *+                              !!           . 0.  .           !
 1976.1!         + *                          !!           .  .0 .           !
 1976.2!            +                         !!           .  0  .           !
 1976.3!             + *                      !!           .  .0 .           !
 1976.4!        *      +                      !!         0 .  .  .           !
 1977.1!         +       *                    !!           .  .  . 0         !
 1977.2!                * +                   !!           . 0.  .           !
 1977.3!                 +                    !!           .  0  .           !
 1977.4!           *      +                   !!         0 .  .  .           !
 1978.1!               +*                     !!           .  .0 .           !
 1978.2!                * +                   !!           .0 .  .           !
 1978.3!                  +*                  !!           .  .0 .           !
 1978.4!                  * +                 !!           . 0.  .           !
 1979.1!                   *+                 !!           .  0  .           !
 1979.2!                *   +                 !!           0  .  .           !
 1979.3!                  *+                  !!           . 0.  .           !
 1979.4!                 *  +                 !!           .0 .  .           !
 1980.1!                    +  *              !!           .  .0 .           !
 1980.2!                         +  *         !!           .  . 0.           !
 1980.3!                         *    +       !!           0  .  .           !
 1980.4!                        *   +         !!           0  .  .           !
 1981.1!                          + *         !!           .  .0 .           !
 1981.2!                            *+        !!           . 0.  .           !
 1981.3!                           *+         !!           . 0.  .           !
 1981.4!                         * +          !!           . 0.  .           !
 1982.1!                          +           !!           .  0  .           !
 1982.2!                          +*          !!           .  0  .           !
 1982.3!                           +          !!           .  0  .           !
 1982.4!                           +          !!           .  0  .           !
 1983.1!                          +  *        !!           .  . 0.           !
 1983.2!                            +*        !!           .  .0 .           !
 1983.3!                            + *       !!           .  .0 .           !
 1983.4!                            +         !!           .  0  .           !
 1984.1!                           +   *      !!           .  .  0           !
 1984.2!                             + *      !!           .  .0 .           !
 1984.3!                            +    *    !!           .  .  0           !
 1984.4!                              +       !!           .  0  .           !
 1985.1!                           +    *     !!           .  .  .0          !
 1985.2!                              + *     !!           .  . 0.           !
 1985.3!                            * +       !!           . 0.  .           !
 1985.4!                            +*        !!           .  .0 .           !
 1986.1!                            +*        !!           .  .0 .           !
 1986.2!                             +*       !!           .  .0 .           !
 1986.3!                             +  *     !!           .  . 0.           !
 1986.4!                              +*      !!           .  .0 .           !
 1987.1!                               +   *  !!           .  .  0           !
 1987.2!                                  + * !!           .  .0 .           !
 1987.3!                                  +   !!           .  0  .           !
 1987.4!                                 +    !!           .  0  .           !
 1988.1!                                 + *  !!           .  . 0.           !
 1988.2!                                  + * !!           .  . 0.           !
 1988.3!                                   +  !!           .  0  .           !
 1988.4!                                 *+   !!           .  0  .           !
 1989.1!                                +  *  !!           .  . 0.           !
 1989.2!                                 +*   !!           .  0  .           !
 1989.3!                                 +  * !!           .  .  0           !
 1989.4!                                   +  !!           .  0  .           !
 1990.1!                                  +   !!           .  0  .           !
 1990.2!                                 + *  !!           .  .0 .           !
 1990.3!                                 * +  !!           . 0.  .           !
 1990.4!                                  +*  !!           .  .0 .           !
 1991.1!                                   + *!!           .  . 0.           !
 1991.2!                                   *+ !!           . 0.  .           !
 1991.3!                                * +   !!           . 0.  .           !
 1991.4!                                + *   !!           .  .0 .           !
 1992.1!                                  +*  !!           .  .0 .           !
 1992.2!                                  +*  !!           .  0  .           !
 1992.3!                                   +  *!           .  . 0.           !
 1992.4!                              *     + !!         0 .  .  .           !
 1993.1!                              +   *   !!           .  .  0           !
 1993.2!                                  +   !!           .  0  .           !
 1993.3!                                 +    !!           .  0  .           !
 1993.4!                                +*    !!           .  .0 .           !
 1994.1!                                +  *  !!           .  . 0.           !
 1994.2!                                  +*  !!           .  .0 .           !
 1994.3!                                  *+  !!           .  0  .           !
 1994.4!                                 *+   !!           .  0  .           !
 1995.1!                                 +  * !!           .  . 0.           !
 1995.2!                                  *+  !!           . 0.  .           !
 1995.3!                                 +*   !!           .  0  .           !
 1995.4!                                  +   !!           .  0  .           !
 1996.1!                               *  +   !!           .0 .  .           !
 1996.2!                                +     !!           .  0  .           !
 1996.3!                            *   +     !!           0  .  .           !
 1996.4!                             *+       !!           .  0  .           !
 1997.1!                              +       !!           .  0  .           !
 1997.2!                              +  *    !!           .  . 0.           !
 1997.3!                                *+    !!           . 0.  .           !
 1997.4!                                +     !!           .  0  .           !
 1998.1!                                +   * !!           .  .  0           !
 1998.2!                                   + *!!           .  . 0.           !
 1998.3!                                   +  !!           .  0  .           !
 1998.4!                                 *+   !!           . 0.  .           !
 1999.1!                                 +   *!!           .  .  0           !
 1999.2!                                 * +  !!           . 0.  .           !
 1999.3!                                +   * !!           .  . 0.           !
 1999.4!                                *  +  !!           .0 .  .           !
 2000.1!                               +   *  !!           .  . 0.           !
 2000.2!                                 +    *!           .  .  0           !
 2000.3!                                   +* !!           .  0  .           !
 2000.4!                                 *+   !!           .  0  .           !
 2001.1!                                +  *  !!           .  . 0.           !
 2001.2!                                *+    !!           .  0  .           !
 2001.3!                               +*     !!           .  .0 .           !
 2001.4!                               +  *   !!           .  . 0.           !
 2002.1!                               *+     !!           .  0  .           !
 2002.2!                              +       !!           .  0  .           !
 2002.3!                              +*      !!           .  .0 .           !
 2002.4!                               +*     !!           .  .0 .           !
 2003.1!                                + *   !!           .  . 0.           !
 2003.2!                                  +*  !!           .  .0 .           !
 2003.3!                                  +   *!           .  .  0           !
 2003.4!                               *     +!!          0.  .  .           !
 2004.1!                                +    *!!           .  .  0           !
 2004.2!                                *   + !!           .0 .  .           !
 2004.3!                                 +*   !!           .  .0 .           !
 2004.4!                                * +   !!           .0 .  .           !
 2005.1!                                 + *  !!           .  . 0.           !
 2005.2!                                  *+  !!           .  0  .           !
 2005.3!                               *  +   !!           .0 .  .           !
 2005.4!                               +*     !!           .  0  .           !
 2006.1!                               *+     !!           .  0  .           !
 2006.2!                              * +     !!           . 0.  .           !
 2006.3!                            *  +      !!           .0 .  .           !
 2006.4!                            * +       !!           . 0.  .           !
 2007.1!                              + *     !!           .  .0 .           !
 2007.2!                             *  +     !!           .0 .  .           !
 2007.3!                            *  +      !!           .0 .  .           !
 2007.4!                           *  +       !!           .0 .  .           !
 2008.1!                              +*      !!           .  .0 .           !
 2008.2!                               *+     !!           . 0.  .           !
 2008.3!                            *   +     !!           0  .  .           !
 2008.4!                          *  +        !!           .0 .  .           !
 2009.1!                            +   *     !!           .  .  0           !
 2009.2!                                +   * !!           .  .  0           !
 2009.3!                                 *  + !!           .0 .  .           !
 2009.4!                             *   +    !!           0  .  .           !
 2010.1!                              + *     !!           .  .0 .           !
 2010.2!                                +  *  !!           .  . 0.           !
 2010.3!                             *    +   !!           0  .  .           !
 2010.4!                            * +       !!           . 0.  .           !
 2011.1!                             +  *     !!           .  . 0.           !
 2011.2!                            *   +     !!           0  .  .           !
 2011.3!                              +  *    !!           .  . 0.           !
 2011.4!                              *  +    !!           .0 .  .           !
 2012.1!                              +*      !!           .  0  .           !
 2012.2!                               +*     !!           .  .0 .           !
 2012.3!                             *  +     !!           .0 .  .           !
 2012.4!                             *+       !!           .  0  .           !


     20.74 percent of the residuals exceed 1 SE
      2.66 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCAIR=CAPX$/IRPMM;                                                      
 GENR LAACAIR=LOG(AACAIR+.00001);                                             
 GENR LACAIR=LOG(ACAIR+.00001);                                               
 LHS AACAIR=EXP(LAACAIR)-.00001;                                              
  EQ 1085 LAACAIR C LACAIR(-1) PCAIR;                                         
EQUATION 866  LAACAIR  
   RHS     C  LACAIR(-1)  PCAIR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  866 PLOT=0;END;                                                     

Equation number =  866
**********************

Dependent variable = LAACAIR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.096785587

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.142081519       0.240174720  -4.75521     1.000000
13007 LACAIR  ( -1)       0.766935537       0.045372873  16.90295    -5.089781
13005 PCAIR   (  0)      -0.047413198       0.074662992  -0.63503     1.079243

SE of equation            =     0.244400074
Sum of squared residuals  =  11.0503083       0.231539232E-10
Average absolute error    =     0.199414281
Sum of ABS residuals      =  37.4898848    
R squared                 =   0.60953
Durbin-Watson statistic   =   2.27940
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                               +  *   !!        .     .   0 .        !
 1966.2!                          *  +        !!        .  0  .     .        !
 1966.3!                       +  *           !!        .     .  0  .        !
 1966.4!                       +     *        !!        .     .     .0       !
 1967.1!                         +          * !!        .     .     .      0 !
 1967.2!                               +  *   !!        .     .   0 .        !
 1967.3!                         *   +        !!        .0    .     .        !
 1967.4!                      + *             !!        .     . 0   .        !
 1968.1!                     +   *            !!        .     .   0 .        !
 1968.2!                   *  +               !!        .  0  .     .        !
 1968.3!                  +                   !!        .     0     .        !
 1968.4!      *         +                     !!  0     .     .     .        !
 1969.1!       +       *                      !!        .     .     .  0     !
 1969.2!              +      *                !!        .     .     . 0      !
 1969.3!                   +  *               !!        .     .   0 .        !
 1969.4!              *     +                 !!       0.     .     .        !
 1970.1!              +    *                  !!        .     .     0        !
 1970.2!       *          +                   !! 0      .     .     .        !
 1970.3!        +           *                 !!        .     .     .      0 !
 1970.4!                  +*                  !!        .     .0    .        !
 1971.1!               *  +                   !!        .  0  .     .        !
 1971.2!               +*                     !!        .     . 0   .        !
 1971.3!         *      +                     !!      0 .     .     .        !
 1971.4!          +     *                     !!        .     .     .0       !
 1972.1!              *+                      !!        .   0 .     .        !
 1972.2!             +  *                     !!        .     .  0  .        !
 1972.3!           *    +                     !!        0     .     .        !
 1972.4!           +         *                !!        .     .     .    0   !
 1973.1!        *          +                  !! 0      .     .     .        !
 1973.2!    *    +                            !!        .0    .     .        !
 1973.3!      + *                             !!        .     . 0   .        !
 1973.4*        +                             !!   0    .     .     .        !
 1974.1!  +           *                       !!        .     .     .       0!
 1974.2!             +    *                   !!        .     .     0        !
 1974.3!                 +                    !!        .     0     .        !
 1974.4!             *  +                     !!        .  0  .     .        !
 1975.1!         *   +                        !!        .0    .     .        !
 1975.2!    *     +                           !!        0     .     .        !
 1975.3! *    +                               !!        0     .     .        !
 1975.4! *  +                                 !!        . 0   .     .        !
 1976.1!   +    *                             !!        .     .    0.        !
 1976.2!         +    *                       !!        .     .     0        !
 1976.3!              + *                     !!        .     .  0  .        !
 1976.4!           *    +                     !!        .0    .     .        !
 1977.1!           +     *                    !!        .     .     .0       !
 1977.2!       *        +                     !!   0    .     .     .        !
 1977.3!  *     +                             !!       0.     .     .        !
 1977.4!     +     *                          !!        .     .     .0       !
 1978.1!     *      +                         !!      0 .     .     .        !
 1978.2!*      +                              !!      0 .     .     .        !
 1978.3!  *+                                  !!        .   0 .     .        !
 1978.4!     +*                               !!        .     .0    .        !
 1979.1!        +                             !!        .     .0    .        !
 1979.2!    *    +                            !!        0     .     .        !
 1979.3!       +  *                           !!        .     .  0  .        !
 1979.4!          *+                          !!        .     0     .        !
 1980.1!           +       *                  !!        .     .     .  0     !
 1980.2!                  +         *         !!        .     .     .     0  !
 1980.3!                         +            !!        .    0.     .        !
 1980.4!                      +        *      !!        .     .     .   0    !
 1981.1!                           +  *       !!        .     .  0  .        !
 1981.2!                          +        *  !!        .     .     .    0   !
 1981.3!                       *       +      !!      0 .     .     .        !
 1981.4!                     +   *            !!        .     .    0.        !
 1982.1!                      *+              !!        .    0.     .        !
 1982.2!                    +                 !!        .     0     .        !
 1982.3!                   +   *              !!        .     .   0 .        !
 1982.4!                     +  *             !!        .     .   0 .        !
 1983.1!                      +*              !!        .     .0    .        !
 1983.2!                     +   *            !!        .     .    0.        !
 1983.3!                   *   +              !!        . 0   .     .        !
 1983.4!                  +  *                !!        .     .   0 .        !
 1984.1!                  * +                 !!        .   0 .     .        !
 1984.2!                 + *                  !!        .     .  0  .        !
 1984.3!                  +  *                !!        .     .   0 .        !
 1984.4!                    +                 !!        .     .0    .        !
 1985.1!                 * +                  !!        .   0 .     .        !
 1985.2!             *  +                     !!        .  0  .     .        !
 1985.3!              +  *                    !!        .     .   0 .        !
 1985.4!             *   +                    !!        . 0   .     .        !
 1986.1!              +*                      !!        .     . 0   .        !
 1986.2!               +*                     !!        .     0     .        !
 1986.3!               +*                     !!        .     .0    .        !
 1986.4!                +                     !!        .     0     .        !
 1987.1!                +      *              !!        .     .     . 0      !
 1987.2!                     +                !!        .     0     .        !
 1987.3!                   +     *            !!        .     .     0        !
 1987.4!                      +      *        !!        .     .     .0       !
 1988.1!                          +       *   !!        .     .     .   0    !
 1988.2!                              +       *!        .     .     .   0    !
 1988.3!                         *       +    !!     0  .     .     .        !
 1988.4!                       +   *          !!        .     .     0        !
 1989.1!                        + *           !!        .     . 0   .        !
 1989.2!                      *+              !!        .   0 .     .        !
 1989.3!                    + *               !!        .     . 0   .        !
 1989.4!                   *+                 !!        .    0.     .        !
 1990.1!                * +                   !!        .  0  .     .        !
 1990.2!            *   +                     !!        .0    .     .        !
 1990.3!            +         *               !!        .     .     .    0   !
 1990.4!                 *   +                !!        . 0   .     .        !
 1991.1!                 +                    !!        .     0     .        !
 1991.2!                 + *                  !!        .     . 0   .        !
 1991.3!                  +                   !!        .     0     .        !
 1991.4!             *   +                    !!        . 0   .     .        !
 1992.1!       *      +                       !!      0 .     .     .        !
 1992.2!   *     +                            !!       0.     .     .        !
 1992.3!     *+                               !!        .    0.     .        !
 1992.4!       +  *                           !!        .     .  0  .        !
 1993.1!       *   +                          !!        .0    .     .        !
 1993.2!      *  +                            !!        .  0  .     .        !
 1993.3!     *  +                             !!        .  0  .     .        !
 1993.4!    *   +                             !!        . 0   .     .        !
 1994.1!    *  +                              !!        . 0   .     .        !
 1994.2!     *+                               !!        .    0.     .        !
 1994.3!   *    +                             !!        .0    .     .        !
 1994.4!      +            *                  !!        .     .     .        0
 1995.1!            *     +                   !!       0.     .     .        !
 1995.2!             +  *                     !!        .     .  0  .        !
 1995.3!            *  +                      !!        . 0   .     .        !
 1995.4!             +*                       !!        .     .0    .        !
 1996.1!              +*                      !!        .     .0    .        !
 1996.2!          *    +                      !!        0     .     .        !
 1996.3!            +   *                     !!        .     .    0.        !
 1996.4!               *+                     !!        .    0.     .        !
 1997.1!               +     *                !!        .     .     .0       !
 1997.2!                   +                  !!        .     0     .        !
 1997.3!                  +  *                !!        .     .  0  .        !
 1997.4!                    +*                !!        .     .0    .        !
 1998.1!                    +  *              !!        .     .  0  .        !
 1998.2!                     +                !!        .     .0    .        !
 1998.3!                    +    *            !!        .     .     0        !
 1998.4!                *      +              !!      0 .     .     .        !
 1999.1!                +   *                 !!        .     .    0.        !
 1999.2!                   +                  !!        .     .0    .        !
 1999.3!                  + *                 !!        .     . 0   .        !
 1999.4!         *         +                  !!  0     .     .     .        !
 2000.1!    *     +                           !!       0.     .     .        !
 2000.2!       +   *                          !!        .     .    0.        !
 2000.3!         *  +                         !!        .  0  .     .        !
 2000.4!          +*                          !!        .     0     .        !
 2001.1!         *  +                         !!        .  0  .     .        !
 2001.2!       *  +                           !!        . 0   .     .        !
 2001.3!     *   +                            !!        .0    .     .        !
 2001.4!       +   *                          !!        .     .   0 .        !
 2002.1!     *      +                         !!       0.     .     .        !
 2002.2!    *   +                             !!        . 0   .     .        !
 2002.3!      + *                             !!        .     .0    .        !
 2002.4!         +      *                     !!        .     .     . 0      !
 2003.1!                +       *             !!        .     .     .   0    !
 2003.2!                 *    +               !!        0     .     .        !
 2003.3!           *     +                    !!        0     .     .        !
 2003.4!            + *                       !!        .     . 0   .        !
 2004.1!          *   +                       !!        .0    .     .        !
 2004.2!           +      *                   !!        .     .     . 0      !
 2004.3!                *+                    !!        .    0.     .        !
 2004.4!          *     +                     !!       0.     .     .        !
 2005.1!           +                          !!        .     0     .        !
 2005.2!            + *                       !!        .     .  0  .        !
 2005.3!    *         +                       !!  0     .     .     .        !
 2005.4!    * +                               !!        .  0  .     .        !
 2006.1!   *  +                               !!        . 0   .     .        !
 2006.2!      +   *                           !!        .     .    0.        !
 2006.3!    *      +                          !!      0 .     .     .        !
 2006.4!     *+                               !!        .    0.     .        !
 2007.1!*      +                              !!      0 .     .     .        !
 2007.2!   *+                                 !!        .     0     .        !
 2007.3!  *   +                               !!        .0    .     .        !
 2007.4!     +                                !!        .     .0    .        !
 2008.1!  *    +                              !!        0     .     .        !
 2008.2!     + *                              !!        .     .  0  .        !
 2008.3!       * +                            !!        .   0 .     .        !
 2008.4!         +       *                    !!        .     .     .  0     !
 2009.1!                +       *             !!        .     .     .   0    !
 2009.2!                 *    +               !!        0     .     .        !
 2009.3!               *+                     !!        .    0.     .        !
 2009.4!               +     *                !!        .     .     .0       !
 2010.1!          *        +                  !!   0    .     .     .        !
 2010.2!           +  *                       !!        .     .   0 .        !
 2010.3!       *      +                       !!      0 .     .     .        !
 2010.4!   *     +                            !!        0     .     .        !
 2011.1!      +            *                  !!        .     .     .        0
 2011.2!            *    +                    !!       0.     .     .        !
 2011.3!       *    +                         !!        0     .     .        !
 2011.4!  *      +                            !!      0 .     .     .        !
 2012.1*     +                                !!       0.     .     .        !
 2012.2!  +    *                              !!        .     .    0.        !
 2012.3!        +      *                      !!        .     .     . 0      !
 2012.4!       *       +                      !!     0  .     .     .        !


     34.04 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJAIR=JAPX$/IRPMM;                                                      
 GENR LAAJAIR=LOG(AAJAIR+.00001);                                             
 GENR LAJAIR=LOG(AJAIR+.00001);                                               
 LHS AAJAIR=EXP(LAAJAIR)-.00001;                                              
  EQ 1086 LAAJAIR C LAJAIR(-1) PJAIR;                                         
EQUATION 867  LAAJAIR  
   RHS     C  LAJAIR(-1)  PJAIR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  867 PLOT=0;END;                                                     

Equation number =  867
**********************

Dependent variable = LAAJAIR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.993480269

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.128827193       0.066096781  -1.94907     1.000000
13010 LAJAIR  ( -1)       0.957506185       0.022940471  41.73873    -3.997868
13008 PJAIR   (  0)      -0.026100387       0.040966480  -0.63712     1.404935

SE of equation            =     0.163659794
Sum of squared residuals  =  4.95513769      -0.205169215E-12
Average absolute error    =     0.121017073
Sum of ABS residuals      =  22.7512097    
R squared                 =   0.95102
Durbin-Watson statistic   =   2.50893
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!  +                                   !!          .   .0  .          !
 1966.2! * +                                  !!          .0  .   .          !
 1966.3! *+                                   !!          .   0   .          !
 1966.4!  +*                                  !!          .   .0  .          !
 1967.1!    +*                                !!          .   .  0.          !
 1967.2!      +                               !!          .   0   .          !
 1967.3!      + *                             !!          .   .  0.          !
 1967.4!   *     +                            !!    0     .   .   .          !
 1968.1!   +*                                 !!          .   0   .          !
 1968.2!   *+                                 !!          .  0.   .          !
 1968.3*    +                                 !!      0   .   .   .          !
 1968.4!+                                     !!          .   .0  .          !
 1969.1! +*                                   !!          .   . 0 .          !
 1969.2!*  +                                  !!          0   .   .          !
 1969.3! + *                                  !!          .   .  0.          !
 1969.4!  * +                                 !!          . 0 .   .          !
 1970.1! * +                                  !!          0   .   .          !
 1970.2! +                                    !!          .   0   .          !
 1970.3!  +   *                               !!          .   .   .  0       !
 1970.4!       +*                             !!          .   .0  .          !
 1971.1!      * +                             !!          .0  .   .          !
 1971.2!    *  +                              !!         0.   .   .          !
 1971.3!    +  *                              !!          .   .   .0         !
 1971.4!  *     +                             !!     0    .   .   .          !
 1972.1!   +  *                               !!          .   .   .0         !
 1972.2!      *+                              !!          . 0 .   .          !
 1972.3!      + *                             !!          .   .  0.          !
 1972.4!     *  +                             !!        0 .   .   .          !
 1973.1!  *  +                                !!        0 .   .   .          !
 1973.2!  +                                   !!          .   0   .          !
 1973.3! *+                                   !!          . 0 .   .          !
 1973.4!*+                                    !!          . 0 .   .          !
 1974.1! +                                    !!          .   0   .          !
 1974.2! +  *                                 !!          .   .   .0         !
 1974.3! *   +                                !!        0 .   .   .          !
 1974.4!  +*                                  !!          .   . 0 .          !
 1975.1!   +*                                 !!          .   .0  .          !
 1975.2!     +   *                            !!          .   .   .  0       !
 1975.3!         + *                          !!          .   .  0.          !
 1975.4!           +      *                   !!          .   .   .      0   !
 1976.1!            *     +                   !!    0     .   .   .          !
 1976.2!            +    *                    !!          .   .   .  0       !
 1976.3!             *   +                    !!        0 .   .   .          !
 1976.4!             + *                      !!          .   .  0.          !
 1977.1!               +     *                !!          .   .   .     0    !
 1977.2!              *      +                !! 0        .   .   .          !
 1977.3!              +*                      !!          .   . 0 .          !
 1977.4!               + *                    !!          .   . 0 .          !
 1978.1!                 +    *               !!          .   .   .   0      !
 1978.2!                    * +               !!          . 0 .   .          !
 1978.3!                    +                 !!          .  0.   .          !
 1978.4!                 *  +                 !!         0.   .   .          !
 1979.1!                *+                    !!          .  0.   .          !
 1979.2!                *+                    !!          .  0.   .          !
 1979.3!                +     *               !!          .   .   .     0    !
 1979.4!               *      +               !!   0      .   .   .          !
 1980.1!                + *                   !!          .   .   0          !
 1980.2!                  +   *               !!          .   .   .0         !
 1980.3!                      +*              !!          .   . 0 .          !
 1980.4!                       +              !!          .   0   .          !
 1981.1!                       +              !!          .   0   .          !
 1981.2!                       +*             !!          .   . 0 .          !
 1981.3!                    *   +             !!       0  .   .   .          !
 1981.4!                    +*                !!          .   . 0 .          !
 1982.1!                     +*               !!          .   .0  .          !
 1982.2!                     *+               !!          .  0.   .          !
 1982.3!                   * +                !!          .0  .   .          !
 1982.4!                    + *               !!          .   .   0          !
 1983.1!                      + *             !!          .   .  0.          !
 1983.2!                       *+             !!          . 0 .   .          !
 1983.3!                    *  +              !!          0   .   .          !
 1983.4!                    + *               !!          .   .  0.          !
 1984.1!                      +*              !!          .   .0  .          !
 1984.2!                       +*             !!          .   . 0 .          !
 1984.3!                      * +             !!          . 0 .   .          !
 1984.4!                      +*              !!          .   .0  .          !
 1985.1!                       +              !!          .   0   .          !
 1985.2!                       +*             !!          .   . 0 .          !
 1985.3!                        +             !!          .  0.   .          !
 1985.4!                       *+             !!          .  0.   .          !
 1986.1!                       + *            !!          .   . 0 .          !
 1986.2!                        +             !!          .  0.   .          !
 1986.3!                     *  +             !!          0   .   .          !
 1986.4!                    *+                !!          . 0 .   .          !
 1987.1!                    +   *             !!          .   .   .  0       !
 1987.2!                        + *           !!          .   . 0 .          !
 1987.3!                         +            !!          .   0   .          !
 1987.4!                       * +            !!          0   .   .          !
 1988.1!                       +  *           !!          .   .   . 0        !
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 1988.3!                           +          !!          .   0   .          !
 1988.4!                           +*         !!          .   .  0.          !
 1989.1!                            +*        !!          .   . 0 .          !
 1989.2!                             +*       !!          .   . 0 .          !
 1989.3!                             *+       !!          .  0.   .          !
 1989.4!                             +  *     !!          .   .   .0         !
 1990.1!                               +*     !!          .   . 0 .          !
 1990.2!                                +     !!          .   0   .          !
 1990.3!                               + *    !!          .   . 0 .          !
 1990.4!                                +*    !!          .   .0  .          !
 1991.1!                              *  +    !!          0   .   .          !
 1991.2!                              +       !!          .   .0  .          !
 1991.3!                             *+       !!          .  0.   .          !
 1991.4!                             +  *     !!          .   .   .0         !
 1992.1!                                +*    !!          .   . 0 .          !
 1992.2!                                *+    !!          . 0 .   .          !
 1992.3!                               +  *   !!          .   .   .0         !
 1992.4!                                  +   !!          .   0   .          !
 1993.1!                                 + *  !!          .   .  0.          !
 1993.2!                                   +  *!          .   .   . 0        !
 1993.3!                                    *+!!          .0  .   .          !
 1993.4!                                   + *!!          .   . 0 .          !
 1994.1!                                  * + !!          0   .   .          !
 1994.2!                                 +  * !!          .   .   0          !
 1994.3!                                   +  !!          .   0   .          !
 1994.4!                                   +  !!          .   .0  .          !
 1995.1!                                   +  !!          .   .0  .          !
 1995.2!                                 * +  !!          . 0 .   .          !
 1995.3!                                 + *  !!          .   .   0          !
 1995.4!                                   + *!!          .   .  0.          !
 1996.1!                                   *+ !!          . 0 .   .          !
 1996.2!                                  +*  !!          .   .0  .          !
 1996.3!                                  +   !!          .  0.   .          !
 1996.4!                                 + *  !!          .   . 0 .          !
 1997.1!                                  + * !!          .   .  0.          !
 1997.2!                                   +  !!          .  0.   .          !
 1997.3!                                  +*  !!          .   .0  .          !
 1997.4!                                  +*  !!          .   .0  .          !
 1998.1!                                  + * !!          .   .  0.          !
 1998.2!                                    +*!!          .   . 0 .          !
 1998.3!                                     +!!          .   .0  .          !
 1998.4!                                    *+!!          . 0 .   .          !
 1999.1!                               *   +  !!       0  .   .   .          !
 1999.2!                               +*     !!          .   . 0 .          !
 1999.3!                               +      !!          .  0.   .          !
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 2000.2!                              +*      !!          .   . 0 .          !
 2000.3!                            *  +      !!        0 .   .   .          !
 2000.4!                          * +         !!          . 0 .   .          !
 2001.1!                          +           !!          .  0.   .          !
 2001.2!                        *+            !!          . 0 .   .          !
 2001.3!                       *+             !!          .  0.   .          !
 2001.4!                      *+              !!          . 0 .   .          !
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 2002.2!                       +*             !!          .   . 0 .          !
 2002.3!                        +*            !!          .   .0  .          !
 2002.4!                         + *          !!          .   . 0 .          !
 2003.1!                          +  *        !!          .   .   0          !
 2003.2!                            + *       !!          .   . 0 .          !
 2003.3!                             +*       !!          .   .0  .          !
 2003.4!                            * +       !!          .0  .   .          !
 2004.1!                            +*        !!          .   . 0 .          !
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 2004.3!                          * +         !!          .0  .   .          !
 2004.4!                          + *         !!          .   .  0.          !
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 2005.3!                         *+           !!          . 0 .   .          !
 2005.4!                        *+            !!          .  0.   .          !
 2006.1!                        + *           !!          .   . 0 .          !
 2006.2!                       *  +           !!         0.   .   .          !
 2006.3!                      *+              !!          .   0   .          !
 2006.4!                     * +              !!          .0  .   .          !
 2007.1!                     +*               !!          .   . 0 .          !
 2007.2!                      *+              !!          .  0.   .          !
 2007.3!                     *+               !!          . 0 .   .          !
 2007.4!                     + *              !!          .   .  0.          !
 2008.1!                      *+              !!          . 0 .   .          !
 2008.2!                    * +               !!          0   .   .          !
 2008.3!                  * +                 !!          .0  .   .          !
 2008.4!                 *+                   !!          .0  .   .          !
 2009.1!              *  +                    !!         0.   .   .          !
 2009.2!              *+                      !!          .   0   .          !
 2009.3!               + *                    !!          .   .  0.          !
 2009.4!                *+                    !!          . 0 .   .          !
 2010.1!                +*                    !!          .   . 0 .          !
 2010.2!                 +                    !!          .  0.   .          !
 2010.3!                 +                    !!          .   0   .          !
 2010.4!                 + *                  !!          .   . 0 .          !
 2011.1!                *  +                  !!         0.   .   .          !
 2011.2!                 +*                   !!          .   . 0 .          !
 2011.3!                 *+                   !!          . 0 .   .          !
 2011.4!                *+                    !!          . 0 .   .          !
 2012.1!               * +                    !!          . 0 .   .          !
 2012.2!               *+                     !!          .   0   .          !
 2012.3!                +     *               !!          .   .   .     0    !
 2012.4!             *        +               !0          .   .   .          !


     23.40 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUIR=AUPX$/IRPMM;                                                      
 GENR LAAAUIR=LOG(AAAUIR+.00001);                                             
 GENR LAAUIR=LOG(AAUIR+.00001);                                               
 LHS AAAUIR=EXP(LAAAUIR)-.00001;                                              
  EQ 1087 LAAAUIR C LAAUIR(-1) PAUIR;                                         
EQUATION 868  LAAAUIR  
   RHS     C  LAAUIR(-1)  PAUIR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  868 PLOT=0;END;                                                     

Equation number =  868
**********************

Dependent variable = LAAAUIR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.599562826

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.577235869       0.270073987  -5.84001     1.000000
13013 LAAUIR  ( -1)       0.634626802       0.054377635  11.67073    -5.605427
13011 PAUIR   (  0)      -0.450706200       0.133257449  -3.38222     1.031653

SE of equation            =     0.257770745
Sum of squared residuals  =  12.2924650       0.121298527E-10
Average absolute error    =     0.176290875
Sum of ABS residuals      =  33.1426845    
R squared                 =   0.56095
Durbin-Watson statistic   =   2.23560
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!*     +                               !!       0  .   .   .          !
 1966.2*     +                                !!       0  .   .   .          !
 1966.3!     +*                               !!          .   . 0 .          !
 1966.4!     *   +                            !!         0.   .   .          !
 1967.1!        +       *                     !!          .   .   .   0      !
 1967.2!              *+                      !!          .  0.   .          !
 1967.3!              +     *                 !!          .   .   . 0        !
 1967.4!             *   +                    !!          0   .   .          !
 1968.1!             +*                       !!          .   .0  .          !
 1968.2!            *+                        !!          .  0.   .          !
 1968.3!            +  *                      !!          .   .  0.          !
 1968.4!           *  +                       !!          .0  .   .          !
 1969.1!           +*                         !!          .   .0  .          !
 1969.2!          *  +                        !!          .0  .   .          !
 1969.3!           +*                         !!          .   .0  .          !
 1969.4!          * +                         !!          .0  .   .          !
 1970.1!          *+                          !!          .  0.   .          !
 1970.2!          * +                         !!          . 0 .   .          !
 1970.3!           *+                         !!          .  0.   .          !
 1970.4!          * +                         !!          .0  .   .          !
 1971.1!        *  +                          !!          0   .   .          !
 1971.2!       *  +                           !!          .0  .   .          !
 1971.3!       *  +                           !!          .0  .   .          !
 1971.4!      *   +                           !!          0   .   .          !
 1972.1!      *  +                            !!          .0  .   .          !
 1972.2!       * +                            !!          . 0 .   .          !
 1972.3!        *+                            !!          .  0.   .          !
 1972.4!          +       *                   !!          .   .   .   0      !
 1973.1!      *         +                     !!   0      .   .   .          !
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 1973.3!  +*                                  !!          .   .0  .          !
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 1974.1!     +  *                             !!          .   .  0.          !
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 1974.3!           +*                         !!          .   0   .          !
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 1975.3!        +                             !!          .   0   .          !
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 1976.1!          *+                          !!          .  0.   .          !
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 1976.4!         * +                          !!          . 0 .   .          !
 1977.1!         +   *                        !!          .   .   .0         !
 1977.2!             +                        !!          .   0   .          !
 1977.3!    *       +                         !!     0    .   .   .          !
 1977.4!      *+                              !!          .  0.   .          !
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 1978.3!         +                            !!          .   0   .          !
 1978.4!         *+                           !!          .  0.   .          !
 1979.1!          +                           !!          .  0.   .          !
 1979.2!      *    +                          !!         0.   .   .          !
 1979.3!         +     *                      !!          .   .   .  0       !
 1979.4!         *     +                      !!        0 .   .   .          !
 1980.1!          * +                         !!          . 0 .   .          !
 1980.2!            +                         !!          .  0.   .          !
 1980.3!              +                       !!          .   0   .          !
 1980.4!               *+                     !!          .  0.   .          !
 1981.1!                +                     !!          .  0.   .          !
 1981.2!               * +                    !!          . 0 .   .          !
 1981.3!                + *                   !!          .   .0  .          !
 1981.4!                * +                   !!          . 0 .   .          !
 1982.1!                *+                    !!          . 0 .   .          !
 1982.2!                 +*                   !!          .   .0  .          !
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 1983.3!                 * +                  !!          . 0 .   .          !
 1983.4!               *  +                   !!          .0  .   .          !
 1984.1!                 + *                  !!          .   .  0.          !
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 1984.3!                  +                   !!          .   0   .          !
 1984.4!               *   +                  !!          0   .   .          !
 1985.1!                *+                    !!          .  0.   .          !
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 1985.3!               *  +                   !!          .0  .   .          !
 1985.4!               *+                     !!          . 0 .   .          !
 1986.1!              *+                      !!          . 0 .   .          !
 1986.2!              *+                      !!          .  0.   .          !
 1986.3!              +*                      !!          .   .0  .          !
 1986.4!             * +                      !!          . 0 .   .          !
 1987.1!              +                       !!          .   0   .          !
 1987.2!             * +                      !!          . 0 .   .          !
 1987.3!              +                       !!          .   0   .          !
 1987.4!               +*                     !!          .   .0  .          !
 1988.1!            *   +                     !!          0   .   .          !
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 1988.3!              +*                      !!          .   .0  .          !
 1988.4!              *+                      !!          . 0 .   .          !
 1989.1!             * +                      !!          . 0 .   .          !
 1989.2!            * +                       !!          .0  .   .          !
 1989.3!             + *                      !!          .   . 0 .          !
 1989.4!               *+                     !!          .  0.   .          !
 1990.1!              *+                      !!          .  0.   .          !
 1990.2!              *+                      !!          .  0.   .          !
 1990.3!              + *                     !!          .   .0  .          !
 1990.4!             *  +                     !!          . 0 .   .          !
 1991.1!              + *                     !!          .   . 0 .          !
 1991.2!                +                     !!          .   0   .          !
 1991.3!                + *                   !!          .   . 0 .          !
 1991.4!               * +                    !!          .0  .   .          !
 1992.1!               +                      !!          .   0   .          !
 1992.2!               +  *                   !!          .   .  0.          !
 1992.3!               * +                    !!          . 0 .   .          !
 1992.4!              +                       !!          .   0   .          !
 1993.1!             * +                      !!          . 0 .   .          !
 1993.2!              + *                     !!          .   . 0 .          !
 1993.3!                +                     !!          .   .0  .          !
 1993.4!                +                     !!          .   0   .          !
 1994.1!               *+                     !!          . 0 .   .          !
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 1994.4!               *+                     !!          .  0.   .          !
 1995.1!               +*                     !!          .   .0  .          !
 1995.2!               +  *                   !!          .   .  0.          !
 1995.3!              *  +                    !!          .0  .   .          !
 1995.4!              + *                     !!          .   . 0 .          !
 1996.1!               +                      !!          .  0.   .          !
 1996.2!               +*                     !!          .   .0  .          !
 1996.3!              *+                      !!          .  0.   .          !
 1996.4!               +                      !!          .   0   .          !
 1997.1!               + *                    !!          .   . 0 .          !
 1997.2!                *+                    !!          .  0.   .          !
 1997.3!                +                     !!          .   0   .          !
 1997.4!            *   +                     !!         0.   .   .          !
 1998.1!              +        *              !!          .   .   .     0    !
 1998.2!                    + *               !!          .   . 0 .          !
 1998.3!                    +                 !!          .   0   .          !
 1998.4!             *    +                   !!         0.   .   .          !
 1999.1!              + *                     !!          .   . 0 .          !
 1999.2!                +                     !!          .   0   .          !
 1999.3!                + *                   !!          .   . 0 .          !
 1999.4!                 *+                   !!          .   0   .          !
 2000.1!                 +*                   !!          .   .0  .          !
 2000.2!                 *+                   !!          .  0.   .          !
 2000.3!                 + *                  !!          .   . 0 .          !
 2000.4!                   +                  !!          .   .0  .          !
 2001.1!                  +                   !!          .  0.   .          !
 2001.2!                  +                   !!          .   .0  .          !
 2001.3!                 *+                   !!          .  0.   .          !
 2001.4!                 +      *             !!          .   .   .  0       !
 2002.1!                 *   +                !!          0   .   .          !
 2002.2!                 +*                   !!          .   .0  .          !
 2002.3!                 +                    !!          .   0   .          !
 2002.4!                 +     *              !!          .   .   . 0        !
 2003.1!                    +                 !!          .   0   .          !
 2003.2!                 *+                   !!          . 0 .   .          !
 2003.3!                +    *                !!          .   .   .0         !
 2003.4!                   + *                !!          .   .  0.          !
 2004.1!                   + *                !!          .   . 0 .          !
 2004.2!                   +           *      !!          .   .   .        0 !
 2004.3!                         +       *    !!          .   .   .   0      !
 2004.4!                          +           *!          .   .   .       0  !
 2005.1!                *             +       !0          .   .   .          !
 2005.2!                +*                    !!          .   . 0 .          !
 2005.3!                 +                    !!          .   0   .          !
 2005.4!          *     +                     !!       0  .   .   .          !
 2006.1!            +       *                 !!          .   .   .   0      !
 2006.2!                  +  *                !!          .   .  0.          !
 2006.3!                   +     *            !!          .   .   . 0        !
 2006.4!                 *   +                !!         0.   .   .          !
 2007.1!                +  *                  !!          .   .  0.          !
 2007.2!                  +  *                !!          .   .  0.          !
 2007.3!                  + *                 !!          .   . 0 .          !
 2007.4!                * +                   !!          .0  .   .          !
 2008.1!               +      *               !!          .   .   .  0       !
 2008.2!                 * +                  !!          .0  .   .          !
 2008.3!                +                     !!          .   0   .          !
 2008.4!              *+                      !!          . 0 .   .          !
 2009.1!              +         *             !!          .   .   .      0   !
 2009.2!                *   +                 !!         0.   .   .          !
 2009.3!               + *                    !!          .   .0  .          !
 2009.4!                +  *                  !!          .   .  0.          !
 2010.1!              *  +                    !!          .0  .   .          !
 2010.2!              +  *                    !!          .   .  0.          !
 2010.3!                + *                   !!          .   . 0 .          !
 2010.4!                 +  *                 !!          .   .  0.          !
 2011.1!                  +*                  !!          .   .0  .          !
 2011.2!                 + *                  !!          .   . 0 .          !
 2011.3!                 *+                   !!          .   0   .          !
 2011.4!                *+                    !!          .  0.   .          !
 2012.1!                +   *                 !!          .   .   .0         !
 2012.2!                   +     *            !!          .   .   .  0       !
 2012.3!                      +             * !!          .   .   .          0
 2012.4!                  *         +         !!   0      .   .   .          !


     20.74 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRIR=FRPX$/IRPMM;                                                      
 GENR LAAFRIR=LOG(AAFRIR+.00001);                                             
 GENR LAFRIR=LOG(AFRIR+.00001);                                               
 LHS AAFRIR=EXP(LAAFRIR)-.00001;                                              
  EQ 1088 LAAFRIR C LAFRIR(-1) PFRIR;                                         
EQUATION 869  LAAFRIR  
   RHS     C  LAFRIR(-1)  PFRIR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  869 PLOT=0;END;                                                     

Equation number =  869
**********************

Dependent variable = LAAFRIR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.304196732

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.434230776       0.105773496  -4.10529     1.000000
13016 LAFRIR  ( -1)       0.795625687       0.047438249  16.77182    -3.309523
13014 PFRIR   (  0)      -0.192776996       0.066594011  -2.89481     1.228488

SE of equation            =     0.158413760
Sum of squared residuals  =  4.64256007       0.141451295E-10
Average absolute error    =     0.121004456
Sum of ABS residuals      =  22.7488378    
R squared                 =   0.84031
Durbin-Watson statistic   =   2.50286
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!*          +                          !0          .   .   .          !
 1966.2*   +                                  !!        0 .   .   .          !
 1966.3!*  +                                  !!          0   .   .          !
 1966.4!   +    *                             !!          .   .   . 0        !
 1967.1!      *   +                           !!         0.   .   .          !
 1967.2!  *     +                             !!     0    .   .   .          !
 1967.3!     +  *                             !!          .   .   0          !
 1967.4!         +                            !!          .   0   .          !
 1968.1!         *+                           !!          .  0.   .          !
 1968.2!        * +                           !!          .0  .   .          !
 1968.3!         + *                          !!          .   . 0 .          !
 1968.4!         * +                          !!          0   .   .          !
 1969.1!          +   *                       !!          .   .   . 0        !
 1969.2!        *     +                       !!     0    .   .   .          !
 1969.3!        * +                           !!          .0  .   .          !
 1969.4!       *   +                          !!          0   .   .          !
 1970.1!          +    *                      !!          .   .   .  0       !
 1970.2!             *  +                     !!         0.   .   .          !
 1970.3!             * +                      !!          . 0 .   .          !
 1970.4!          *    +                      !!       0  .   .   .          !
 1971.1!          * +                         !!          0   .   .          !
 1971.2!            +                         !!          .   0   .          !
 1971.3!             *+                       !!          .  0.   .          !
 1971.4!          *    +                      !!       0  .   .   .          !
 1972.1!            +*                        !!          .   .0  .          !
 1972.2!            * +                       !!          .0  .   .          !
 1972.3!              +*                      !!          .   . 0 .          !
 1972.4!               *+                     !!          .  0.   .          !
 1973.1!        *       +                     !!   0      .   .   .          !
 1973.2!        +  *                          !!          .   .  0.          !
 1973.3!          +  *                        !!          .   .   0          !
 1973.4!            +    *                    !!          .   .   .  0       !
 1974.1!               +      *               !!          .   .   .     0    !
 1974.2!                    *+                !!          . 0 .   .          !
 1974.3!                   + *                !!          .   . 0 .          !
 1974.4!                    +*                !!          .   . 0 .          !
 1975.1!                   *+                 !!          .  0.   .          !
 1975.2!                  + *                 !!          .   .  0.          !
 1975.3!                   +    *             !!          .   .   .  0       !
 1975.4!                *     +               !!      0   .   .   .          !
 1976.1!                 +    *               !!          .   .   .  0       !
 1976.2!                     +*               !!          .   .0  .          !
 1976.3!                  *  +                !!          0   .   .          !
 1976.4!                  +                   !!          .   0   .          !
 1977.1!                  +*                  !!          .   . 0 .          !
 1977.2!                   +     *            !!          .   .   .   0      !
 1977.3!                        +   *         !!          .   .   . 0        !
 1977.4!                     *     +          !!      0   .   .   .          !
 1978.1!                     +  *             !!          .   .   0          !
 1978.2!                  *    +              !!       0  .   .   .          !
 1978.3!                  +   *               !!          .   .   . 0        !
 1978.4!                     + *              !!          .   . 0 .          !
 1979.1!                     *+               !!          .  0.   .          !
 1979.2!                     +                !!          .   0   .          !
 1979.3!                     +    *           !!          .   .   .  0       !
 1979.4!                         +            !!          .   0   .          !
 1980.1!                         +*           !!          .   . 0 .          !
 1980.2!                          +*          !!          .   . 0 .          !
 1980.3!                           +  *       !!          .   .   .0         !
 1980.4!                              +*      !!          .   . 0 .          !
 1981.1!                              +       !!          .   0   .          !
 1981.2!                              +*      !!          .   . 0 .          !
 1981.3!                               + *    !!          .   .   0          !
 1981.4!                             *  +     !!         0.   .   .          !
 1982.1!                             +*       !!          .   . 0 .          !
 1982.2!                            *+        !!          . 0 .   .          !
 1982.3!                           *+         !!          . 0 .   .          !
 1982.4!                           +*         !!          .   . 0 .          !
 1983.1!                         *  +         !!          0   .   .          !
 1983.2!                         +*           !!          .   .0  .          !
 1983.3!                           + *        !!          .   .  0.          !
 1983.4!                            +         !!          .  0.   .          !
 1984.1!                            +         !!          .   0   .          !
 1984.2!                          * +         !!          .0  .   .          !
 1984.3!                           +  *       !!          .   .   .0         !
 1984.4!                              + *     !!          .   . 0 .          !
 1985.1!                            *  +      !!          0   .   .          !
 1985.2!                          * +         !!          . 0 .   .          !
 1985.3!                           +    *     !!          .   .   .  0       !
 1985.4!                              *+      !!          . 0 .   .          !
 1986.1!                             +*       !!          .   .0  .          !
 1986.2!                          *  +        !!          .0  .   .          !
 1986.3!                          +*          !!          .   .0  .          !
 1986.4!                          +*          !!          .   .0  .          !
 1987.1!                       *   +          !!        0 .   .   .          !
 1987.2!                       +*             !!          .   .0  .          !
 1987.3!                         + *          !!          .   .   0          !
 1987.4!                       *   +          !!        0 .   .   .          !
 1988.1!                       *+             !!          .  0.   .          !
 1988.2!                        +             !!          .   0   .          !
 1988.3!                        +   *         !!          .   .   .0         !
 1988.4!                      *     +         !!      0   .   .   .          !
 1989.1!                       +              !!          .   0   .          !
 1989.2!                       +  *           !!          .   .  0.          !
 1989.3!                        * +           !!          . 0 .   .          !
 1989.4!                         +            !!          .   .0  .          !
 1990.1!                         +  *         !!          .   .  0.          !
 1990.2!                          *+          !!          . 0 .   .          !
 1990.3!                          +*          !!          .   .0  .          !
 1990.4!                         * +          !!          .0  .   .          !
 1991.1!                        *+            !!          .  0.   .          !
 1991.2!                         +            !!          .   .0  .          !
 1991.3!                          +           !!          .   0   .          !
 1991.4!                          +*          !!          .   .0  .          !
 1992.1!                          *+          !!          .  0.   .          !
 1992.2!                          +           !!          .   0   .          !
 1992.3!                          +           !!          .   0   .          !
 1992.4!                          +*          !!          .   .0  .          !
 1993.1!                       *   +          !!        0 .   .   .          !
 1993.2!                        + *           !!          .   .  0.          !
 1993.3!                          +*          !!          .   .0  .          !
 1993.4!                          *+          !!          .  0.   .          !
 1994.1!                          *+          !!          .  0.   .          !
 1994.2!                          +         * !!          .   .   .         0!
 1994.3!                             *     +  !!       0  .   .   .          !
 1994.4!                             +  *     !!          .   .   0          !
 1995.1!                             * +      !!          .0  .   .          !
 1995.2!                            +         !!          .   0   .          !
 1995.3!                           *+         !!          .  0.   .          !
 1995.4!                        *  +          !!          0   .   .          !
 1996.1!                         +*           !!          .   .0  .          !
 1996.2!                         *+           !!          .0  .   .          !
 1996.3!                         +   *        !!          .   .   .0         !
 1996.4!                         *   +        !!        0 .   .   .          !
 1997.1!                          + *         !!          .   .   0          !
 1997.2!                         *  +         !!         0.   .   .          !
 1997.3!                          +        *  !!          .   .   .        0 !
 1997.4!                            *     +   !!      0   .   .   .          !
 1998.1!                            +     *   !!          .   .   .  0       !
 1998.2!                             *   +    !!         0.   .   .          !
 1998.3!                             +  *     !!          .   .   0          !
 1998.4!                               +      !!          .   0   .          !
 1999.1!                            * +       !!          0   .   .          !
 1999.2!                            +   *     !!          .   .   . 0        !
 1999.3!                                +     !!          .   0   .          !
 1999.4!                               +*     !!          .   .0  .          !
 2000.1!                               +*     !!          .   .0  .          !
 2000.2!                                +  *  !!          .   .   .0         !
 2000.3!                                  +   !!          .   0   .          !
 2000.4!                                 + *  !!          .   . 0 .          !
 2001.1!                                  + * !!          .   .  0.          !
 2001.2!                                   +  *!          .   .   0          !
 2001.3!                                 *  + !!         0.   .   .          !
 2001.4!                                +  *  !!          .   .  0.          !
 2002.1!                                * +   !!          . 0 .   .          !
 2002.2!                            *   +     !!        0 .   .   .          !
 2002.3!                            +         *!          .   .   .        0 !
 2002.4!                                    +*!!          .   .0  .          !
 2003.1!                                *  +  !!          0   .   .          !
 2003.2!                           *   +      !!        0 .   .   .          !
 2003.3!                            + *       !!          .   .   0          !
 2003.4!                              +*      !!          .   . 0 .          !
 2004.1!                              *+      !!          .  0.   .          !
 2004.2!                              +   *   !!          .   .   .0         !
 2004.3!                                 +    !!          .   .0  .          !
 2004.4!                              * +     !!          0   .   .          !
 2005.1!                              +       !!          .   0   .          !
 2005.2!                             *+       !!          .   0   .          !
 2005.3!                            *+        !!          .  0.   .          !
 2005.4!                             +        !!          .   .0  .          !
 2006.1!                          *  +        !!          0   .   .          !
 2006.2!                           +*         !!          .   . 0 .          !
 2006.3!                            *+        !!          .  0.   .          !
 2006.4!                           *+         !!          . 0 .   .          !
 2007.1!                          *+          !!          .  0.   .          !
 2007.2!                           +   *      !!          .   .   . 0        !
 2007.3!                            *  +      !!          0   .   .          !
 2007.4!                           *+         !!          .  0.   .          !
 2008.1!                          *+          !!          . 0 .   .          !
 2008.2!                          *+          !!          .   0   .          !
 2008.3!                           +  *       !!          .   .   .0         !
 2008.4!                             *+       !!          .  0.   .          !
 2009.1!                            +   *     !!          .   .   .0         !
 2009.2!                             * +      !!          .0  .   .          !
 2009.3!                             +        !!          .   .0  .          !
 2009.4!                          *  +        !!          0   .   .          !
 2010.1!                          *+          !!          .  0.   .          !
 2010.2!                           + *        !!          .   .  0.          !
 2010.3!                             +*       !!          .   . 0 .          !
 2010.4!                            * +       !!          .0  .   .          !
 2011.1!                            + *       !!          .   .  0.          !
 2011.2!                           *  +       !!          0   .   .          !
 2011.3!                           + *        !!          .   .  0.          !
 2011.4!                            *+        !!          . 0 .   .          !
 2012.1!                            +*        !!          .   .0  .          !
 2012.2!                           * +        !!          .0  .   .          !
 2012.3!                           +    *     !!          .   .   .  0       !
 2012.4!                             *  +     !!          0   .   .          !


     28.19 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEIR=GEPX$/IRPMM;                                                      
 GENR LAAGEIR=LOG(AAGEIR+.00001);                                             
 GENR LAGEIR=LOG(AGEIR+.00001);                                               
 LHS AAGEIR=EXP(LAAGEIR)-.00001;                                              
  EQ 1089 LAAGEIR C LAGEIR(-1) PGEIR;                                         
EQUATION 870  LAAGEIR  
   RHS     C  LAGEIR(-1)  PGEIR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  870 PLOT=0;END;                                                     

Equation number =  870
**********************

Dependent variable = LAAGEIR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.538115827

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.328594144       0.085717605  -3.83345     1.000000
13019 LAGEIR  ( -1)       0.802272066       0.044575710  17.99797    -2.539351
13017 PGEIR   (  0)      -0.167511708       0.055573679  -3.01423     1.028415

SE of equation            =     0.087761459
Sum of squared residuals  =  1.42488362      -0.160405023E-10
Average absolute error    =     0.063064254
Sum of ABS residuals      =  11.8560797    
R squared                 =   0.80267
Durbin-Watson statistic   =   2.40029
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!            *       +                 !!      0    .  .  .           !
 1966.2!             *+                       !!           . 0.  .           !
 1966.3!        *     +                       !!        0  .  .  .           !
 1966.4!          +   *                       !!           .  .  0           !
 1967.1!             * +                      !!           .0 .  .           !
 1967.2!              *+                      !!           . 0.  .           !
 1967.3!               +                      !!           .  0  .           !
 1967.4!                +   *                 !!           .  .  0           !
 1968.1!                   *+                 !!           . 0.  .           !
 1968.2!                   +    *             !!           .  .  . 0         !
 1968.3!                *      +              !!        0  .  .  .           !
 1968.4!                 +   *                !!           .  .  .0          !
 1969.1!                     +                !!           .  0  .           !
 1969.2!                     +  *             !!           .  .  0           !
 1969.3!                *      +              !!        0  .  .  .           !
 1969.4!              *  +                    !!           0  .  .           !
 1970.1!            *  +                      !!           .0 .  .           !
 1970.2!              +*                      !!           .  .0 .           !
 1970.3!                +   *                 !!           .  .  0           !
 1970.4!                  * +                 !!           . 0.  .           !
 1971.1!                 * +                  !!           .0 .  .           !
 1971.2!            *     +                   !!         0 .  .  .           !
 1971.3!             *+                       !!           . 0.  .           !
 1971.4!              + *                     !!           .  .0 .           !
 1972.1!             *   +                    !!           0  .  .           !
 1972.2!              +*                      !!           .  .0 .           !
 1972.3!                +   *                 !!           .  .  .0          !
 1972.4!                   +*                 !!           .  0  .           !
 1973.1!   *               +                  !0           .  .  .           !
 1973.2!  +       *                           !!           .  .  .   0       !
 1973.3!       +                              !!           .  0  .           !
 1973.4*      +                               !!       0   .  .  .           !
 1974.1+            *                         !!           .  .  .        0  !
 1974.2!          *+                          !!           .0 .  .           !
 1974.3!          +   *                       !!           .  .  .0          !
 1974.4!            *+                        !!           . 0.  .           !
 1975.1!         *  +                         !!           0  .  .           !
 1975.2!    *    +                            !!          0.  .  .           !
 1975.3!      +  *                            !!           .  .  0           !
 1975.4!          +  *                        !!           .  .  0           !
 1976.1!              +                       !!           .  0  .           !
 1976.2!      *       +                       !!       0   .  .  .           !
 1976.3!       + *                            !!           .  .0 .           !
 1976.4!        * +                           !!           .0 .  .           !
 1977.1!        +  *                          !!           .  . 0.           !
 1977.2!       *    +                         !!         0 .  .  .           !
 1977.3!      * +                             !!           .0 .  .           !
 1977.4!        +*                            !!           .  .0 .           !
 1978.1!          + *                         !!           .  . 0.           !
 1978.2!          *  +                        !!           0  .  .           !
 1978.3!          *+                          !!           . 0.  .           !
 1978.4!           +*                         !!           .  .0 .           !
 1979.1!            +   *                     !!           .  .  .0          !
 1979.2!              * +                     !!           .0 .  .           !
 1979.3!            *  +                      !!           .0 .  .           !
 1979.4!             +                        !!           .  0  .           !
 1980.1!               +  *                   !!           .  . 0.           !
 1980.2!                   +    *             !!           .  .  .0          !
 1980.3!                       *+             !!           . 0.  .           !
 1980.4!                        +             !!           .  0  .           !
 1981.1!                         + *          !!           .  . 0.           !
 1981.2!                            +         !!           .  0  .           !
 1981.3!                            +         !!           .  0  .           !
 1981.4!                            +*        !!           .  .0 .           !
 1982.1!                            *+        !!           . 0.  .           !
 1982.2!                            +         !!           .  0  .           !
 1982.3!                           *+         !!           . 0.  .           !
 1982.4!                           + *        !!           .  . 0.           !
 1983.1!                          *  +        !!           0  .  .           !
 1983.2!                          +  *        !!           .  .  0           !
 1983.3!                             +   *    !!           .  .  .0          !
 1983.4!                              * +     !!           .0 .  .           !
 1984.1!                            * +       !!           .0 .  .           !
 1984.2!                            +*        !!           .  .0 .           !
 1984.3!                             +    *   !!           .  .  . 0         !
 1984.4!                                 +*   !!           .  0  .           !
 1985.1!                                 +    *!           .  .  . 0         !
 1985.2!                                    + *!           .  . 0.           !
 1985.3!                                    + !!           . 0.  .           !
 1985.4!                                  +  *!!           .  .  0           !
 1986.1!                                 * +  !!           . 0.  .           !
 1986.2!                                + *   !!           .  .  0           !
 1986.3!                                + *   !!           .  . 0.           !
 1986.4!                               +    * !!           .  .  .0          !
 1987.1!                               * +    !!           .0 .  .           !
 1987.2!                             + *      !!           .  . 0.           !
 1987.3!                             +        !!           .  0  .           !
 1987.4!                           *+         !!           .  0  .           !
 1988.1!                          +           !!           .  0  .           !
 1988.2!                         +*           !!           .  .0 .           !
 1988.3!                         +   *        !!           .  .  0           !
 1988.4!                            +*        !!           .  .0 .           !
 1989.1!                           + *        !!           .  .0 .           !
 1989.2!                            +  *      !!           .  .  0           !
 1989.3!                             + *      !!           .  .0 .           !
 1989.4!                             +        !!           .  0  .           !
 1990.1!                           +          !!           .  0  .           !
 1990.2!                       *  +           !!           0  .  .           !
 1990.3!                       +*             !!           .  .0 .           !
 1990.4!                       +*             !!           .  .0 .           !
 1991.1!                        +             !!           .  0  .           !
 1991.2!                       + *            !!           .  . 0.           !
 1991.3!                         +  *         !!           .  .  0           !
 1991.4!                       *   +          !!           0  .  .           !
 1992.1!                       + *            !!           .  . 0.           !
 1992.2!                       *+             !!           . 0.  .           !
 1992.3!                      *+              !!           .  0  .           !
 1992.4!                     *+               !!           .  0  .           !
 1993.1!                *    +                !!         0 .  .  .           !
 1993.2!                 +                    !!           .  0  .           !
 1993.3!                 *+                   !!           .  0  .           !
 1993.4!                  +                   !!           .  0  .           !
 1994.1!                  *+                  !!           . 0.  .           !
 1994.2!                   +      *           !!           .  .  .  0        !
 1994.3!             *           +            !!   0       .  .  .           !
 1994.4!              +*                      !!           .  .0 .           !
 1995.1!             *  +                     !!           0  .  .           !
 1995.2!             *+                       !!           .  0  .           !
 1995.3!               +                      !!           .  .0 .           !
 1995.4!                +    *                !!           .  .  .0          !
 1996.1!               *     +                !!         0 .  .  .           !
 1996.2!             *  +                     !!           0  .  .           !
 1996.3!             * +                      !!           .0 .  .           !
 1996.4!           *   +                      !!          0.  .  .           !
 1997.1!             + *                      !!           .  . 0.           !
 1997.2!              *  +                    !!           0  .  .           !
 1997.3!                +*                    !!           .  .0 .           !
 1997.4!                * +                   !!           .0 .  .           !
 1998.1!                 + *                  !!           .  . 0.           !
 1998.2!                    +  *              !!           .  .  0           !
 1998.3!                  *    +              !!         0 .  .  .           !
 1998.4!                  +                   !!           . 0.  .           !
 1999.1!                  *+                  !!           . 0.  .           !
 1999.2!                   +*                 !!           .  .0 .           !
 1999.3!              *      +                !!       0   .  .  .           !
 1999.4!               *+                     !!           . 0.  .           !
 2000.1!                 +  *                 !!           .  .  0           !
 2000.2!                  *  +                !!           0  .  .           !
 2000.3!                  *+                  !!           . 0.  .           !
 2000.4!                    +*                !!           .  .0 .           !
 2001.1!                     +                !!           .  0  .           !
 2001.2!                     *+               !!           . 0.  .           !
 2001.3!                     +                !!           .  0  .           !
 2001.4!                      +*              !!           .  . 0.           !
 2002.1!                   *    +             !!          0.  .  .           !
 2002.2!                  * +                 !!           .0 .  .           !
 2002.3!                   +*                 !!           .  .0 .           !
 2002.4!                    *+                !!           . 0.  .           !
 2003.1!                   * +                !!           . 0.  .           !
 2003.2!                *   +                 !!          0.  .  .           !
 2003.3!                 +*                   !!           .  .0 .           !
 2003.4!                  +  *                !!           .  . 0.           !
 2004.1!                    + *               !!           .  .0 .           !
 2004.2!                      +               !!           .  .0 .           !
 2004.3!                      +               !!           .  0  .           !
 2004.4!                      +*              !!           .  . 0.           !
 2005.1!                    *  +              !!           .0 .  .           !
 2005.2!                    + *               !!           .  . 0.           !
 2005.3!                      +               !!           .  0  .           !
 2005.4!                    * +               !!           .0 .  .           !
 2006.1!                    +  *              !!           .  .  0           !
 2006.2!                       +  *           !!           .  .  0           !
 2006.3!                         + *          !!           .  . 0.           !
 2006.4!                          +*          !!           .  .0 .           !
 2007.1!                          + *         !!           .  . 0.           !
 2007.2!                          *+          !!           . 0.  .           !
 2007.3!                         +*           !!           .  .0 .           !
 2007.4!                         +   *        !!           .  .  0           !
 2008.1!                         * +          !!           .0 .  .           !
 2008.2!                        +  *          !!           .  . 0.           !
 2008.3!                          + *         !!           .  . 0.           !
 2008.4!                      *   +           !!          0.  .  .           !
 2009.1!                  *   +               !!           0  .  .           !
 2009.2!                  +*                  !!           .  0  .           !
 2009.3!                   +  *               !!           .  .  0           !
 2009.4!                     +*               !!           .  .0 .           !
 2010.1!                     + *              !!           .  . 0.           !
 2010.2!                       +*             !!           .  .0 .           !
 2010.3!                        +             !!           .  0  .           !
 2010.4!                        + *           !!           .  . 0.           !
 2011.1!                         +*           !!           .  .0 .           !
 2011.2!                         +  *         !!           .  .  0           !
 2011.3!                         * +          !!           .0 .  .           !
 2011.4!                        +   *         !!           .  .  0           !
 2012.1!                           + *        !!           .  . 0.           !
 2012.2!                          * +         !!           .0 .  .           !
 2012.3!                         +  *         !!           .  . 0.           !
 2012.4!                           + *        !!           .  . 0.           !


     23.94 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITIR=ITPX$/IRPMM;                                                      
 GENR LAAITIR=LOG(AAITIR+.00001);                                             
 GENR LAITIR=LOG(AITIR+.00001);                                               
 LHS AAITIR=EXP(LAAITIR)-.00001;                                              
  EQ 1090 LAAITIR C LAITIR(-1) PITIR;                                         
EQUATION 871  LAAITIR  
   RHS     C  LAITIR(-1)  PITIR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  871 PLOT=0;END;                                                     

Equation number =  871
**********************

Dependent variable = LAAITIR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.670743934

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.407829587       0.118125577  -3.45251     1.000000
13022 LAITIR  ( -1)       0.839870394       0.038197996  21.98729    -3.672517
13020 PITIR   (  0)      -0.199303886       0.089201361  -2.23431     0.895499

SE of equation            =     0.135215779
Sum of squared residuals  =  3.38241179      -0.119468879E-10
Average absolute error    =     0.100568256
Sum of ABS residuals      =  18.9068321    
R squared                 =   0.80635
Durbin-Watson statistic   =   2.50404
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*       +                              !!    0     .   .   .          !
 1966.2!   + *                                !!          .   .  0.          !
 1966.3!     * +                              !!          .0  .   .          !
 1966.4!       +  *                           !!          .   .   0          !
 1967.1!     *      +                         !!      0   .   .   .          !
 1967.2!       *+                             !!          .  0.   .          !
 1967.3!         +                            !!          .   0   .          !
 1967.4!         *+                           !!          .  0.   .          !
 1968.1!   *       +                          !!     0    .   .   .          !
 1968.2!      +  *                            !!          .   .   0          !
 1968.3!    *      +                          !!     0    .   .   .          !
 1968.4!      +  *                            !!          .   .   0          !
 1969.1!          *+                          !!          . 0 .   .          !
 1969.2!         * +                          !!          .0  .   .          !
 1969.3!           +                          !!          .   0   .          !
 1969.4!      *      +                        !!      0   .   .   .          !
 1970.1!        *+                            !!          .   0   .          !
 1970.2!           + *                        !!          .   .   0          !
 1970.3!               +   *                  !!          .   .   . 0        !
 1970.4!                    + *               !!          .   .  0.          !
 1971.1!                *     +               !!       0  .   .   .          !
 1971.2!               * +                    !!          .0  .   .          !
 1971.3!          *     +                     !!      0   .   .   .          !
 1971.4!         *  +                         !!          0   .   .          !
 1972.1!           + *                        !!          .   .  0.          !
 1972.2!             * +                      !!          . 0 .   .          !
 1972.3!              +    *                  !!          .   .   . 0        !
 1972.4!                *   +                 !!          0   .   .          !
 1973.1!     *           +                    !0          .   .   .          !
 1973.2!      +   *                           !!          .   .   .0         !
 1973.3!          +*                          !!          .   .0  .          !
 1973.4!          *+                          !!          .  0.   .          !
 1974.1!          +   *                       !!          .   .   0          !
 1974.2!              +                       !!          .   0   .          !
 1974.3!             *+                       !!          . 0 .   .          !
 1974.4!            *+                        !!          . 0 .   .          !
 1975.1!            +       *                 !!          .   .   .    0     !
 1975.2!                *   +                 !!          0   .   .          !
 1975.3!                + *                   !!          .   . 0 .          !
 1975.4!                  +*                  !!          .   . 0 .          !
 1976.1!                    +*                !!          .   . 0 .          !
 1976.2!                    *+                !!          .  0.   .          !
 1976.3!                   *+                 !!          .  0.   .          !
 1976.4!                   +                  !!          .  0.   .          !
 1977.1!                   +  *               !!          .   .   0          !
 1977.2!                  *   +               !!         0.   .   .          !
 1977.3!                  +  *                !!          .   .   0          !
 1977.4!                     +     *          !!          .   .   .  0       !
 1978.1!                        * +           !!          .0  .   .          !
 1978.2!                        +  *          !!          .   .   0          !
 1978.3!                        * +           !!          . 0 .   .          !
 1978.4!                        +   *         !!          .   .   .0         !
 1979.1!                         * +          !!          .0  .   .          !
 1979.2!                        +             !!          .   0   .          !
 1979.3!                       +*             !!          .   . 0 .          !
 1979.4!                        +  *          !!          .   .   0          !
 1980.1!                         * +          !!          .0  .   .          !
 1980.2!                        +*            !!          .   0   .          !
 1980.3!                        *+            !!          .  0.   .          !
 1980.4!                  *     +             !!       0  .   .   .          !
 1981.1!                    +  *              !!          .   .   0          !
 1981.2!                        + *           !!          .   .  0.          !
 1981.3!                          +  *        !!          .   .   0          !
 1981.4!                          *  +        !!          .0  .   .          !
 1982.1!                          +*          !!          .   .0  .          !
 1982.2!                          *+          !!          .  0.   .          !
 1982.3!                          +*          !!          .   .0  .          !
 1982.4!                       *   +          !!         0.   .   .          !
 1983.1!                       + *            !!          .   . 0 .          !
 1983.2!                        *+            !!          .  0.   .          !
 1983.3!                        +*            !!          .   .0  .          !
 1983.4!                        *+            !!          .  0.   .          !
 1984.1!                       * +            !!          . 0 .   .          !
 1984.2!                       +              !!          .   0   .          !
 1984.3!                        + *           !!          .   .  0.          !
 1984.4!                         *+           !!          . 0 .   .          !
 1985.1!                      *  +            !!          .0  .   .          !
 1985.2!                       +              !!          .   0   .          !
 1985.3!                      *+              !!          .  0.   .          !
 1985.4!                       + *            !!          .   . 0 .          !
 1986.1!                         +*           !!          .   . 0 .          !
 1986.2!                        * +           !!          .0  .   .          !
 1986.3!                       + *            !!          .   . 0 .          !
 1986.4!                       * +            !!          .0  .   .          !
 1987.1!                       +*             !!          .   .0  .          !
 1987.2!                      * +             !!          . 0 .   .          !
 1987.3!                      + *             !!          .   .0  .          !
 1987.4!                      *+              !!          . 0 .   .          !
 1988.1!                     *+               !!          . 0 .   .          !
 1988.2!                     + *              !!          .   . 0 .          !
 1988.3!                       +*             !!          .   .0  .          !
 1988.4!                      * +             !!          . 0 .   .          !
 1989.1!                      +               !!          .   0   .          !
 1989.2!                      +       *       !!          .   .   .    0     !
 1989.3!                         *  +         !!          0   .   .          !
 1989.4!                       *+             !!          .  0.   .          !
 1990.1!                       +              !!          .   0   .          !
 1990.2!                       +*             !!          .   . 0 .          !
 1990.3!                       *+             !!          .  0.   .          !
 1990.4!                       +*             !!          .   .0  .          !
 1991.1!                       +              !!          .   0   .          !
 1991.2!                       +*             !!          .   .0  .          !
 1991.3!                        +       *     !!          .   .   .     0    !
 1991.4!                        *     +       !!       0  .   .   .          !
 1992.1!                        +  *          !!          .   .  0.          !
 1992.2!                       *  +           !!          0   .   .          !
 1992.3!                      +*              !!          .   0   .          !
 1992.4!                       +  *           !!          .   .   0          !
 1993.1!                      *   +           !!         0.   .   .          !
 1993.2!                      +    *          !!          .   .   . 0        !
 1993.3!                         * +          !!          . 0 .   .          !
 1993.4!                         +   *        !!          .   .   .0         !
 1994.1!                            +         !!          .   0   .          !
 1994.2!                           +*         !!          .   0   .          !
 1994.3!                           +          !!          .  0.   .          !
 1994.4!                          + *         !!          .   . 0 .          !
 1995.1!                            + *       !!          .   .  0.          !
 1995.2!                             + *      !!          .   .0  .          !
 1995.3!                             +  *     !!          .   .  0.          !
 1995.4!                              +       !!          .  0.   .          !
 1996.1!                             +*       !!          .   . 0 .          !
 1996.2!                             +        !!          .   0   .          !
 1996.3!                            +         !!          .   .0  .          !
 1996.4!                           +          !!          .   0   .          !
 1997.1!                        *  +          !!          .0  .   .          !
 1997.2!                       *+             !!          . 0 .   .          !
 1997.3!                      *+              !!          .   0   .          !
 1997.4!                      +               !!          .  0.   .          !
 1998.1!                      +*              !!          .   .0  .          !
 1998.2!                       +*             !!          .   . 0 .          !
 1998.3!                       *+             !!          .  0.   .          !
 1998.4!                       +*             !!          .   . 0 .          !
 1999.1!                       +*             !!          .   0   .          !
 1999.2!                       +*             !!          .   .0  .          !
 1999.3!                       *+             !!          .  0.   .          !
 1999.4!                       +*             !!          .   . 0 .          !
 2000.1!                        + *           !!          .   . 0 .          !
 2000.2!                         +  *         !!          .   .  0.          !
 2000.3!                           +    *     !!          .   .   . 0        !
 2000.4!                               +      *!          .   .   .    0     !
 2001.1!                            *      +  !!     0    .   .   .          !
 2001.2!                           +  *       !!          .   .   0          !
 2001.3!                           *+         !!          . 0 .   .          !
 2001.4!                        * +           !!          . 0 .   .          !
 2002.1!                       + *            !!          .   . 0 .          !
 2002.2!                        +             !!          .   0   .          !
 2002.3!                       +*             !!          .   .0  .          !
 2002.4!                     *  +             !!          .0  .   .          !
 2003.1!                     +       *        !!          .   .   .     0    !
 2003.2!                         * +          !!          .0  .   .          !
 2003.3!                       *+             !!          .  0.   .          !
 2003.4!                   *  +               !!          .0  .   .          !
 2004.1!                   +  *               !!          .   .   0          !
 2004.2!                     + *              !!          .   . 0 .          !
 2004.3!                      +*              !!          .   .0  .          !
 2004.4!                    * +               !!          .0  .   .          !
 2005.1!                   +*                 !!          .   .0  .          !
 2005.2!                   *+                 !!          .   0   .          !
 2005.3!                   +*                 !!          .   .0  .          !
 2005.4!                *  +                  !!          0   .   .          !
 2006.1!                +   *                 !!          .   .   .0         !
 2006.2!                    +*                !!          .   . 0 .          !
 2006.3!                     +*               !!          .   . 0 .          !
 2006.4!                    *+                !!          . 0 .   .          !
 2007.1!                   +*                 !!          .   .0  .          !
 2007.2!                   +*                 !!          .   .0  .          !
 2007.3!                   +*                 !!          .   .0  .          !
 2007.4!                   +                  !!          .   0   .          !
 2008.1!               *  +                   !!          0   .   .          !
 2008.2!               +                      !!          .   .0  .          !
 2008.3!               + *                    !!          .   .  0.          !
 2008.4!               * +                    !!          . 0 .   .          !
 2009.1!           *  +                       !!          0   .   .          !
 2009.2!           +                          !!          .   0   .          !
 2009.3!           +  *                       !!          .   .  0.          !
 2009.4!            *+                        !!          . 0 .   .          !
 2010.1!            +                         !!          .   0   .          !
 2010.2!           *+                         !!          .  0.   .          !
 2010.3!          * +                         !!          . 0 .   .          !
 2010.4!          + *                         !!          .   . 0 .          !
 2011.1!           *+                         !!          .  0.   .          !
 2011.2!            +   *                     !!          .   .   .0         !
 2011.3!               * +                    !!          .  0.   .          !
 2011.4!             *  +                     !!          .0  .   .          !
 2012.1!              +  *                    !!          .   .  0.          !
 2012.2!              *  +                    !!          .0  .   .          !
 2012.3!               +*                     !!          .   .0  .          !
 2012.4!            *   +                     !!          0   .   .          !


     23.40 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEIR=NEPX$/IRPMM;                                                      
 GENR LAANEIR=LOG(AANEIR+.00001);                                             
 GENR LANEIR=LOG(ANEIR+.00001);                                               
 LHS AANEIR=EXP(LAANEIR)-.00001;                                              
  EQ 1091 LAANEIR C LANEIR(-1) PNEIR;                                         
EQUATION 872  LAANEIR  
   RHS     C  LANEIR(-1)  PNEIR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  872 PLOT=0;END;                                                     

Equation number =  872
**********************

Dependent variable = LAANEIR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.399017174

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.226316409       0.092085244  -2.45768     1.000000
13025 LANEIR  ( -1)       0.870335430       0.037312490  23.32558    -3.404837
13023 PNEIR   (  0)      -0.178717611       0.067443594  -2.64988     1.171405

SE of equation            =     0.142698356
Sum of squared residuals  =  3.76712187       0.329425376E-11
Average absolute error    =     0.104937993
Sum of ABS residuals      =  19.7283426    
R squared                 =   0.87042
Durbin-Watson statistic   =   2.45354
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!    *       +                         !!  0      .    .    .         !
 1966.2!     + *                              !!         .    .  0 .         !
 1966.3!      * +                             !!         . 0  .    .         !
 1966.4!       +     *                        !!         .    .    .   0     !
 1967.1!         *   +                        !!       0 .    .    .         !
 1967.2!  *      +                            !!   0     .    .    .         !
 1967.3!    +        *                        !!         .    .    .        0!
 1967.4!     *       +                        !! 0       .    .    .         !
 1968.1!      +    *                          !!         .    .    .  0      !
 1968.2!          *+                          !!         .  0 .    .         !
 1968.3!    *     +                           !!    0    .    .    .         !
 1968.4!   * +                                !!         . 0  .    .         !
 1969.1!    + *                               !!         .    . 0  .         !
 1969.2*       +                              !!  0      .    .    .         !
 1969.3! +  *                                 !!         .    .    0         !
 1969.4!    *+                                !!         . 0  .    .         !
 1970.1!     +*                               !!         .    .0   .         !
 1970.2!    *  +                              !!        0.    .    .         !
 1970.3!      +  *                            !!         .    .    0         !
 1970.4!          + *                         !!         .    .  0 .         !
 1971.1!    *        +                        !0         .    .    .         !
 1971.2!   *  +                               !!         .0   .    .         !
 1971.3!    *+                                !!         .   0.    .         !
 1971.4!      +*                              !!         .    . 0  .         !
 1972.1!        + *                           !!         .    . 0  .         !
 1972.2!        * +                           !!         .0   .    .         !
 1972.3!       * +                            !!         . 0  .    .         !
 1972.4!  *     +                             !!      0  .    .    .         !
 1973.1!    +*                                !!         .    .0   .         !
 1973.2!   +      *                           !!         .    .    .     0   !
 1973.3*         +                            !!0        .    .    .         !
 1973.4+  *                                   !!         .    .    0         !
 1974.1! +  *                                 !!         .    .   0.         !
 1974.2!   +      *                           !!         .    .    .    0    !
 1974.3!         +*                           !!         .    . 0  .         !
 1974.4!     *   +                            !!       0 .    .    .         !
 1975.1!    + *                               !!         .    .  0 .         !
 1975.2!      + *                             !!         .    .  0 .         !
 1975.3!       +  *                           !!         .    .   0.         !
 1975.4!         +    *                       !!         .    .    .  0      !
 1976.1!     *       +                        !! 0       .    .    .         !
 1976.2!     +                                !!         .   0.    .         !
 1976.3!     +        *                       !!         .    .    .        0!
 1976.4!             +   *                    !!         .    .    . 0       !
 1977.1!               +                      !!         .   0.    .         !
 1977.2!            * +                       !!         . 0  .    .         !
 1977.3!          *+                          !!         .  0 .    .         !
 1977.4!         *+                           !!         .  0 .    .         !
 1978.1!         +                            !!         .    0    .         !
 1978.2!      *  +                            !!        0.    .    .         !
 1978.3!      +*                              !!         .    . 0  .         !
 1978.4!       *+                             !!         .    0    .         !
 1979.1!        +       *                     !!         .    .    .        0!
 1979.2!           *   +                      !!       0 .    .    .         !
 1979.3!      *    +                          !!      0  .    .    .         !
 1979.4!*      +                              !!   0     .    .    .         !
 1980.1!  +        *                          !!         .    .    .         0
 1980.2!           *+                         !!         .  0 .    .         !
 1980.3!            +                         !!         .    0    .         !
 1980.4!             +   *                    !!         .    .    0         !
 1981.1!               * +                    !!         0    .    .         !
 1981.2!                +                     !!         .    0    .         !
 1981.3!              * +                     !!         .0   .    .         !
 1981.4!               +    *                 !!         .    .    .  0      !
 1982.1!              *     +                 !!     0   .    .    .         !
 1982.2!               +   *                  !!         .    .    . 0       !
 1982.3!                   +                  !!         .    0    .         !
 1982.4!                   +   *              !!         .    .    0         !
 1983.1!               *      +               !!  0      .    .    .         !
 1983.2!                +                     !!         .    0    .         !
 1983.3!                 +  *                 !!         .    .    0         !
 1983.4!                    +                 !!         .    0    .         !
 1984.1!              *     +                 !!    0    .    .    .         !
 1984.2!               +  *                   !!         .    .   0.         !
 1984.3!                  +*                  !!         .    . 0  .         !
 1984.4!                *   +                 !!        0.    .    .         !
 1985.1!                 +*                   !!         .    . 0  .         !
 1985.2!                  *+                  !!         .  0 .    .         !
 1985.3!                  *+                  !!         .   0.    .         !
 1985.4!                 *+                   !!         . 0  .    .         !
 1986.1!                 +   *                !!         .    .    . 0       !
 1986.2!                   * +                !!         . 0  .    .         !
 1986.3!                    +                 !!         .    .0   .         !
 1986.4!                   *+                 !!         .  0 .    .         !
 1987.1!                   +                  !!         .   0.    .         !
 1987.2!                   +                  !!         .    0    .         !
 1987.3!                  *+                  !!         .  0 .    .         !
 1987.4!                  + *                 !!         .    .  0 .         !
 1988.1!                 *  +                 !!         0    .    .         !
 1988.2!                  +*                  !!         .    .  0 .         !
 1988.3!                  * +                 !!         .  0 .    .         !
 1988.4!                   +  *               !!         .    .   0.         !
 1989.1!                     *+               !!         .  0 .    .         !
 1989.2!                   * +                !!         . 0  .    .         !
 1989.3!                   + *                !!         .    .  0 .         !
 1989.4!                     +                !!         .    0    .         !
 1990.1!                    *+                !!         .  0 .    .         !
 1990.2!                    +*                !!         .    .0   .         !
 1990.3!                    *+                !!         .    0    .         !
 1990.4!                    +                 !!         .   0.    .         !
 1991.1!                    +*                !!         .    .0   .         !
 1991.2!                    *+                !!         .  0 .    .         !
 1991.3!                    +  *              !!         .    .   0.         !
 1991.4!                      *+              !!         .    0    .         !
 1992.1!                     *+               !!         .  0 .    .         !
 1992.2!                    * +               !!         .  0 .    .         !
 1992.3!                   *+                 !!         .  0 .    .         !
 1992.4!                   +                  !!         .   0.    .         !
 1993.1!               *   +                  !!        0.    .    .         !
 1993.2!                +      *              !!         .    .    .     0   !
 1993.3!                       +              !!         .   0.    .         !
 1993.4!                     * +              !!         . 0  .    .         !
 1994.1!                  *   +               !!        0.    .    .         !
 1994.2!                 *+                   !!         . 0  .    .         !
 1994.3!                * +                   !!         . 0  .    .         !
 1994.4!                 +*                   !!         .    . 0  .         !
 1995.1!                 *+                   !!         . 0  .    .         !
 1995.2!                 +      *             !!         .    .    .    0    !
 1995.3!                *      +              !!  0      .    .    .         !
 1995.4!              * +                     !!         .0   .    .         !
 1996.1!            *  +                      !!         .0   .    .         !
 1996.2!            * +                       !!         . 0  .    .         !
 1996.3!             + *                      !!         .    .  0 .         !
 1996.4!                +  *                  !!         .    .   0.         !
 1997.1!                    +     *           !!         .    .    .   0     !
 1997.2!                 *        +           !!0        .    .    .         !
 1997.3!                  +*                  !!         .    . 0  .         !
 1997.4!                   *+                 !!         .  0 .    .         !
 1998.1!                    +                 !!         .    .0   .         !
 1998.2!                 *   +                !!        0.    .    .         !
 1998.3!                   +                  !!         .    0    .         !
 1998.4!                   +                  !!         .   0.    .         !
 1999.1!                    +*                !!         .    . 0  .         !
 1999.2!                     *+               !!         .  0 .    .         !
 1999.3!                     + *              !!         .    .  0 .         !
 1999.4!                      * +             !!         .0   .    .         !
 2000.1!                    *  +              !!         .0   .    .         !
 2000.2!                     +*               !!         .    . 0  .         !
 2000.3!                       +*             !!         .    . 0  .         !
 2000.4!                       *+             !!         .   0.    .         !
 2001.1!                        +*            !!         .    .0   .         !
 2001.2!                         +     *      !!         .    .    .   0     !
 2001.3!                              +*      !!         .    .0   .         !
 2001.4!                             * +      !!         .  0 .    .         !
 2002.1!                          *  +        !!         0    .    .         !
 2002.2!                          +           !!         .   0.    .         !
 2002.3!                          + *         !!         .    .   0.         !
 2002.4!                            +   *     !!         .    .    .0        !
 2003.1!                               +  *   !!         .    .    0         !
 2003.2!                                 +    !!         .    0    .         !
 2003.3!                                +     !!         .    0    .         !
 2003.4!                               +   *  !!         .    .    .0        !
 2004.1!                                 *+   !!         .  0 .    .         !
 2004.2!                              * +     !!         .  0 .    .         !
 2004.3!                              +       !!         .    .0   .         !
 2004.4!                              +*      !!         .    . 0  .         !
 2005.1!                           *  +       !!         0    .    .         !
 2005.2!                           +*         !!         .    . 0  .         !
 2005.3!                           +*         !!         .    .0   .         !
 2005.4!                            +         !!         .    .0   .         !
 2006.1!                            +         !!         .    0    .         !
 2006.2!                            + *       !!         .    .   0.         !
 2006.3!                            *+        !!         .  0 .    .         !
 2006.4!                            + *       !!         .    .   0.         !
 2007.1!                             +*       !!         .    .0   .         !
 2007.2!                             + *      !!         .    .  0 .         !
 2007.3!                              *+      !!         .   0.    .         !
 2007.4!                             +  *     !!         .    .   0.         !
 2008.1!                             * +      !!         . 0  .    .         !
 2008.2!                            +  *      !!         .    .    0         !
 2008.3!                              +  *    !!         .    .    0         !
 2008.4!                                + *   !!         .    .    0         !
 2009.1!                                 + *  !!         .    .  0 .         !
 2009.2!                                 +    !!         .    0    .         !
 2009.3!                                +*    !!         .    .0   .         !
 2009.4!                               + *    !!         .    .  0 .         !
 2010.1!                                +*    !!         .    .0   .         !
 2010.2!                                + *   !!         .    .   0.         !
 2010.3!                                 + *  !!         .    .  0 .         !
 2010.4!                                 +*   !!         .    . 0  .         !
 2011.1!                                 + *  !!         .    .  0 .         !
 2011.2!                                  +   !!         .    .0   .         !
 2011.3!                                 +    !!         .    0    .         !
 2011.4!                                + *   !!         .    .  0 .         !
 2012.1!                                 +    !!         .    0    .         !
 2012.2!                                +   * !!         .    .    .0        !
 2012.3!                                  +*  !!         .    .0   .         !
 2012.4!                                  +   *!         .    .    . 0       !


     24.47 percent of the residuals exceed 1 SE
      7.98 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTIR=STPX$/IRPMM;                                                      
 GENR LAASTIR=LOG(AASTIR+.00001);                                             
 GENR LASTIR=LOG(ASTIR+.00001);                                               
 LHS AASTIR=EXP(LAASTIR)-.00001;                                              
  EQ 1092 LAASTIR C LASTIR(-1) PSTIR;                                         
EQUATION 873  LAASTIR  
   RHS     C  LASTIR(-1)  PSTIR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  873 PLOT=0;END;                                                     

Equation number =  873
**********************

Dependent variable = LAASTIR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.752021237

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.073757979       0.297693384  -6.96609     1.000000
13028 LASTIR  ( -1)       0.561780960       0.060472920   9.28979    -4.754290
13026 PSTIR   (  0)      -0.008081756       0.096546564  -0.08371     0.914851

SE of equation            =     0.211752630
Sum of squared residuals  =  8.29524760       0.343014506E-10
Average absolute error    =     0.155530494
Sum of ABS residuals      =  29.2397330    
R squared                 =   0.31864
Durbin-Watson statistic   =   2.12596
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!         +*                           !!          .   0   .          !
 1966.2!        *   +                         !!          .0  .   .          !
 1966.3!  *        +                          !!        0 .   .   .          !
 1966.4!       +                              !!          .   0   .          !
 1967.1!      *   +                           !!          . 0 .   .          !
 1967.2!     *    +                           !!          .0  .   .          !
 1967.3!       * +                            !!          .  0.   .          !
 1967.4!     *    +                           !!          .0  .   .          !
 1968.1!         +         *                  !!          .   .   . 0        !
 1968.2!                 +  *                 !!          .   . 0 .          !
 1968.3!                  +                   !!          .   0   .          !
 1968.4!                +                     !!          .   0   .          !
 1969.1!  *            +                      !!     0    .   .   .          !
 1969.2!       +                      *       !!          .   .   .          0
 1969.3!                       +              *!          .   .   .    0     !
 1969.4!                         *  +         !!          . 0 .   .          !
 1970.1!                  * +                 !!          . 0 .   .          !
 1970.2!             *  +                     !!          . 0 .   .          !
 1970.3!             +                        !!          .   0   .          !
 1970.4!            * +                       !!          .  0.   .          !
 1971.1!             +                        !!          .   0   .          !
 1971.2!      *       +                       !!         0.   .   .          !
 1971.3!    *     +                           !!          0   .   .          !
 1971.4!        +     *                       !!          .   .  0.          !
 1972.1!              +  *                    !!          .   . 0 .          !
 1972.2!              * +                     !!          . 0 .   .          !
 1972.3!              +                       !!          .   0   .          !
 1972.4!         *    +                       !!          0   .   .          !
 1973.1!    *      +                          !!         0.   .   .          !
 1973.2!        +  *                          !!          .   . 0 .          !
 1973.3!      *      +                        !!          0   .   .          !
 1973.4!    *     +                           !!          0   .   .          !
 1974.1!         +   *                        !!          .   .  0.          !
 1974.2!         *   +                        !!          .0  .   .          !
 1974.3!       *   +                          !!          . 0 .   .          !
 1974.4!        * +                           !!          . 0 .   .          !
 1975.1!           +                          !!          .   0   .          !
 1975.2!        *   +                         !!          .0  .   .          !
 1975.3!         * +                          !!          .  0.   .          !
 1975.4!         * +                          !!          .  0.   .          !
 1976.1!       *   +                          !!          .0  .   .          !
 1976.2!     *    +                           !!          .0  .   .          !
 1976.3!         +         *                  !!          .   .   . 0        !
 1976.4!  *              +                    !!    0     .   .   .          !
 1977.1!       +         *                    !!          .   .   .  0       !
 1977.2*                +                     !!   0      .   .   .          !
 1977.3!   *  +                               !!          . 0 .   .          !
 1977.4!     *  +                             !!          . 0 .   .          !
 1978.1!      *  +                            !!          . 0 .   .          !
 1978.2!         +*                           !!          .   0   .          !
 1978.3!            +   *                     !!          .   .  0.          !
 1978.4!               +*                     !!          .   .0  .          !
 1979.1!               +*                     !!          .   .0  .          !
 1979.2!             * +                      !!          . 0 .   .          !
 1979.3!         *   +                        !!          .0  .   .          !
 1979.4!       *    +                         !!          .0  .   .          !
 1980.1!         *+                           !!          .  0.   .          !
 1980.2!            +*                        !!          .   .0  .          !
 1980.3!   *          +                       !!       0  .   .   .          !
 1980.4!        +  *                          !!          .   . 0 .          !
 1981.1!            + *                       !!          .   .0  .          !
 1981.2!              +     *                 !!          .   .   0          !
 1981.3!                  +*                  !!          .   .0  .          !
 1981.4!                 +  *                 !!          .   . 0 .          !
 1982.1!                  + *                 !!          .   . 0 .          !
 1982.2!                  +    *              !!          .   .   0          !
 1982.3!                   +  *               !!          .   . 0 .          !
 1982.4!                   +  *               !!          .   . 0 .          !
 1983.1!                   +   *              !!          .   .  0.          !
 1983.2!                    +       *         !!          .   .   .0         !
 1983.3!                      +               !!          .   0   .          !
 1983.4!                  +*                  !!          .   0   .          !
 1984.1!                 +*                   !!          .   .0  .          !
 1984.2!                +*                    !!          .   .0  .          !
 1984.3!                +          *          !!          .   .   .  0       !
 1984.4!                     +  *             !!          .   . 0 .          !
 1985.1!                    +   *             !!          .   .  0.          !
 1985.2!                  * +                 !!          .  0.   .          !
 1985.3!                +*                    !!          .   .0  .          !
 1985.4!        *       +                     !!         0.   .   .          !
 1986.1!           + *                        !!          .   .0  .          !
 1986.2!              +  *                    !!          .   . 0 .          !
 1986.3!                +   *                 !!          .   .  0.          !
 1986.4!            *     +                   !!          0   .   .          !
 1987.1!     *       +                        !!         0.   .   .          !
 1987.2!         +  *                         !!          .   . 0 .          !
 1987.3!           * +                        !!          .  0.   .          !
 1987.4!      *      +                        !!          0   .   .          !
 1988.1!          + *                         !!          .   . 0 .          !
 1988.2!            *+                        !!          .  0.   .          !
 1988.3!             +   *                    !!          .   .  0.          !
 1988.4!            *   +                     !!          .0  .   .          !
 1989.1!             +                        !!          .   0   .          !
 1989.2!          *   +                       !!          .0  .   .          !
 1989.3!       *    +                         !!          .0  .   .          !
 1989.4!         *+                           !!          .  0.   .          !
 1990.1!       *   +                          !!          .0  .   .          !
 1990.2!          + *                         !!          .   .0  .          !
 1990.3!          *  +                        !!          . 0 .   .          !
 1990.4!         *  +                         !!          . 0 .   .          !
 1991.1!          *+                          !!          .  0.   .          !
 1991.2!            +   *                     !!          .   .  0.          !
 1991.3!               +*                     !!          .   .0  .          !
 1991.4!      *        +                      !!        0 .   .   .          !
 1992.1!          +       *                   !!          .   .   .0         !
 1992.2!                +      *              !!          .   .   0          !
 1992.3!              *    +                  !!          .0  .   .          !
 1992.4!              +                       !!          .   0   .          !
 1993.1!              +     *                 !!          .   .   0          !
 1993.2!                 + *                  !!          .   .0  .          !
 1993.3!                 +       *            !!          .   .   .0         !
 1993.4!                *   +                 !!          .0  .   .          !
 1994.1!               +               *      !!          .   .   .     0    !
 1994.2!                       *+             !!          .   0   .          !
 1994.3!                   +                  !!          .   0   .          !
 1994.4!             *   +                    !!          .0  .   .          !
 1995.1!             +*                       !!          .   0   .          !
 1995.2!      *       +                       !!         0.   .   .          !
 1995.3!       *  +                           !!          . 0 .   .          !
 1995.4!          +                           !!          .   0   .          !
 1996.1!            +  *                      !!          .   . 0 .          !
 1996.2!         *     +                      !!          0   .   .          !
 1996.3!           +                          !!          .   0   .          !
 1996.4!       *    +                         !!          .0  .   .          !
 1997.1!          +  *                        !!          .   . 0 .          !
 1997.2!             *+                       !!          .  0.   .          !
 1997.3!            *+                        !!          .  0.   .          !
 1997.4!            *+                        !!          .  0.   .          !
 1998.1!             +                        !!          .   0   .          !
 1998.2!              +        *              !!          .   .   . 0        !
 1998.3!                   + *                !!          .   . 0 .          !
 1998.4!                  +                   !!          .   0   .          !
 1999.1!               *+                     !!          .  0.   .          !
 1999.2!       *       +                      !!         0.   .   .          !
 1999.3!          + *                         !!          .   .0  .          !
 1999.4!             +  *                     !!          .   . 0 .          !
 2000.1!             * +                      !!          . 0 .   .          !
 2000.2!         *   +                        !!          .0  .   .          !
 2000.3!           +   *                      !!          .   . 0 .          !
 2000.4!        *      +                      !!         0.   .   .          !
 2001.1!           + *                        !!          .   . 0 .          !
 2001.2!          *   +                       !!          . 0 .   .          !
 2001.3!            +      *                  !!          .   .   .0         !
 2001.4!                 +                    !!          .   0   .          !
 2002.1!                +    *                !!          .   .   0          !
 2002.2!                  +         *         !!          .   .   . 0        !
 2002.3!                  *   +               !!          . 0 .   .          !
 2002.4!                 +                    !!          .   .0  .          !
 2003.1!                + *                   !!          .   .0  .          !
 2003.2!                +            *        !!          .   .   .   0      !
 2003.3!                      +*              !!          .   0   .          !
 2003.4!                  *+                  !!          .  0.   .          !
 2004.1!                +  *                  !!          .   . 0 .          !
 2004.2!                 +       *            !!          .   .   .0         !
 2004.3!                    +     *           !!          .   .   0          !
 2004.4!                 *   +                !!          .0  .   .          !
 2005.1!               *+                     !!          .   0   .          !
 2005.2!               +                      !!          .   0   .          !
 2005.3!               +    *                 !!          .   .  0.          !
 2005.4!                 +*                   !!          .   0   .          !
 2006.1!             *  +                     !!          . 0 .   .          !
 2006.2!           * +                        !!          .  0.   .          !
 2006.3!             +   *                    !!          .   .  0.          !
 2006.4!                +  *                  !!          .   . 0 .          !
 2007.1!                 +  *                 !!          .   . 0 .          !
 2007.2!                 + *                  !!          .   .0  .          !
 2007.3!             *   +                    !!          . 0 .   .          !
 2007.4!            * +                       !!          .  0.   .          !
 2008.1!             +                        !!          .   0   .          !
 2008.2!           * +                        !!          .  0.   .          !
 2008.3!             +   *                    !!          .   .  0.          !
 2008.4!             *  +                     !!          . 0 .   .          !
 2009.1!            *+                        !!          .  0.   .          !
 2009.2!           * +                        !!          .  0.   .          !
 2009.3!            *+                        !!          .   0   .          !
 2009.4!           * +                        !!          .  0.   .          !
 2010.1!             +     *                  !!          .   .   0          !
 2010.2!            *    +                    !!          .0  .   .          !
 2010.3!             +*                       !!          .   .0  .          !
 2010.4!     *        +                       !!        0 .   .   .          !
 2011.1!         +              *             !!          .   .   .     0    !
 2011.2!                    +         *       !!          .   .   .  0       !
 2011.3!                  *    +              !!          .0  .   .          !
 2011.4!               *+                     !!          .   0   .          !
 2012.1!               + *                    !!          .   . 0 .          !
 2012.2!                + *                   !!          .   .0  .          !
 2012.3!                +                     !!          .   0   .          !
 2012.4!               +*                     !!          .   .0  .          !


     23.40 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ  1093 LAAUKIR C LAUKIR(-1) PUKIR;SMPL 1966.1 2012.4;OLS;EST 1093 PLOT=0;EN
@EQ  1094 LAAFIIR C LAFIIR(-1) PFIIR;SMPL 1966.1 2012.4;OLS;EST 1094 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASIR=ASPX$/IRPMM;                                                      
 GENR LAAASIR=LOG(AAASIR+.00001);                                             
 GENR LAASIR=LOG(AASIR+.00001);                                               
 LHS AAASIR=EXP(LAAASIR)-.00001;                                              
  EQ 1095 LAAASIR C LAASIR(-1) PASIR;                                         
EQUATION 874  LAAASIR  
   RHS     C  LAASIR(-1)  PASIR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  874 PLOT=0;END;                                                     

Equation number =  874
**********************

Dependent variable = LAAASIR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.879526039

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.379174890       0.330300327  -4.17552     1.000000
13031 LAASIR  ( -1)       0.787686411       0.044447691  17.72165    -6.869191
13029 PASIR   (  0)      -0.078677284       0.105908235  -0.74288     1.138610

SE of equation            =     0.502784514
Sum of squared residuals  =  46.7665696      -0.703703762E-11
Average absolute error    =     0.369071460
Sum of ABS residuals      =  69.3854344    
R squared                 =   0.62971
Durbin-Watson statistic   =   2.47082
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                  *         +         !!      0    .  .  .           !
 1966.2!                 +                    *!           .  .  .           0
 1966.3!                                 +   *!!           .  . 0.           !
 1966.4!                              * +     !!           . 0.  .           !
 1967.1!                            +         !!           .  0  .           !
 1967.2!                         +    *       !!           .  .  .0          !
 1967.3!                           +   *      !!           .  .  0           !
 1967.4!                        *   +         !!           0  .  .           !
 1968.1!                     *+               !!           . 0.  .           !
 1968.2!                    +      *          !!           .  .  . 0         !
 1968.3!                         + *          !!           .  .0 .           !
 1968.4!                         + *          !!           .  . 0.           !
 1969.1!                  *      +            !!         0 .  .  .           !
 1969.2!                  +         *         !!           .  .  .    0      !
 1969.3!                   *      +           !!         0 .  .  .           !
 1969.4!                   +  *               !!           .  . 0.           !
 1970.1!                    *+                !!           . 0.  .           !
 1970.2!                   +            *     !!           .  .  .      0    !
 1970.3!                          *  +        !!           .0 .  .           !
 1970.4!                        +             !!           . 0.  .           !
 1971.1!                      +  *            !!           .  . 0.           !
 1971.2!                       +      *       !!           .  .  . 0         !
 1971.3!                           *+         !!           . 0.  .           !
 1971.4!                   *     +            !!          0.  .  .           !
 1972.1!                   +       *          !!           .  .  .  0        !
 1972.2!                         +            !!           .  0  .           !
 1972.3!                     * +              !!           .0 .  .           !
 1972.4!                   *+                 !!           . 0.  .           !
 1973.1!                  *+                  !!           . 0.  .           !
 1973.2!                 +   *                !!           .  .  0           !
 1973.3!                  * +                 !!           . 0.  .           !
 1973.4!            *    +                    !!          0.  .  .           !
 1974.1!            +   *                     !!           .  .  0           !
 1974.2!                + *                   !!           .  .0 .           !
 1974.3!               * +                    !!           . 0.  .           !
 1974.4!               +                      !!           .  0  .           !
 1975.1!           *   +                      !!           0  .  .           !
 1975.2!            +   *                     !!           .  .  0           !
 1975.3!                +*                    !!           .  .0 .           !
 1975.4!                 +                    !!           .  0  .           !
 1976.1!                 +      *             !!           .  .  . 0         !
 1976.2!                *     +               !!          0.  .  .           !
 1976.3!               *+                     !!           . 0.  .           !
 1976.4!               +*                     !!           .  0  .           !
 1977.1!         *      +                     !!         0 .  .  .           !
 1977.2!           +      *                   !!           .  .  .  0        !
 1977.3!               *  +                   !!           .0 .  .           !
 1977.4!            *  +                      !!           0  .  .           !
 1978.1!        *    +                        !!          0.  .  .           !
 1978.2!          +    *                      !!           .  .  .0          !
 1978.3!        *       +                     !!         0 .  .  .           !
 1978.4!          +*                          !!           .  .0 .           !
 1979.1!     *      +                         !!        0  .  .  .           !
 1979.2!       +      *                       !!           .  .  . 0         !
 1979.3!            * +                       !!           .0 .  .           !
 1979.4!          *  +                        !!           .0 .  .           !
 1980.1!            +*                        !!           .  .0 .           !
 1980.2!              +   *                   !!           .  .  0           !
 1980.3!                  + *                 !!           .  .0 .           !
 1980.4!               *   +                  !!           0  .  .           !
 1981.1!                +       *             !!           .  .  .  0        !
 1981.2!            *          +              !!      0    .  .  .           !
 1981.3!        *    +                        !!          0.  .  .           !
 1981.4! *        +                           !!       0   .  .  .           !
 1982.1*    +                                 !!          0.  .  .           !
 1982.2!  *+                                  !!           . 0.  .           !
 1982.3!     +                                !!           .  0  .           !
 1982.4! *      +                             !!         0 .  .  .           !
 1983.1!  * +                                 !!           . 0.  .           !
 1983.2!      +*                              !!           .  .0 .           !
 1983.3!    *    +                            !!          0.  .  .           !
 1983.4*       +                              !!        0  .  .  .           !
 1984.1!*  +                                  !!           .0 .  .           !
 1984.2!    +     *                           !!           .  .  . 0         !
 1984.3!       *    +                         !!          0.  .  .           !
 1984.4!     *   +                            !!           0  .  .           !
 1985.1! *      +                             !!         0 .  .  .           !
 1985.2!    + *                               !!           .  .0 .           !
 1985.3!         +     *                      !!           .  .  .0          !
 1985.4!                +  *                  !!           .  .  0           !
 1986.1!*                  +                  !!0          .  .  .           !
 1986.2!    +   *                             !!           .  .  0           !
 1986.3!          + *                         !!           .  .0 .           !
 1986.4!          *  +                        !!           0  .  .           !
 1987.1!      *     +                         !!          0.  .  .           !
 1987.2!         +*                           !!           .  .0 .           !
 1987.3!           *+                         !!           .  0  .           !
 1987.4!             +*                       !!           .  .0 .           !
 1988.1!     *         +                      !!      0    .  .  .           !
 1988.2!        +                             !!           .  0  .           !
 1988.3!          +*                          !!           .  .0 .           !
 1988.4!      *     +                         !!          0.  .  .           !
 1989.1!     *   +                            !!           0  .  .           !
 1989.2!        +   *                         !!           .  .  0           !
 1989.3!              +      *                !!           .  .  . 0         !
 1989.4!         *          +                 !!      0    .  .  .           !
 1990.1!       *   +                          !!           0  .  .           !
 1990.2!          +   *                       !!           .  .  0           !
 1990.3!         *     +                      !!          0.  .  .           !
 1990.4!           +     *                    !!           .  .  .0          !
 1991.1!            *    +                    !!          0.  .  .           !
 1991.2!              +   *                   !!           .  .  0           !
 1991.3!                  +                   !!           .  0  .           !
 1991.4!                * +                   !!           .0 .  .           !
 1992.1!          *     +                     !!          0.  .  .           !
 1992.2!            +      *                  !!           .  .  . 0         !
 1992.3!                 * +                  !!           .0 .  .           !
 1992.4!                 +*                   !!           .  .0 .           !
 1993.1!              *   +                   !!           0  .  .           !
 1993.2!               +   *                  !!           .  .  0           !
 1993.3!                  *+                  !!           . 0.  .           !
 1993.4!                  +                   !!           .  0  .           !
 1994.1!                   +                  !!           .  .0 .           !
 1994.2!                  *+                  !!           . 0.  .           !
 1994.3!                  + *                 !!           .  .0 .           !
 1994.4!                 *  +                 !!           .0 .  .           !
 1995.1!                  +   *               !!           .  .  0           !
 1995.2!                *    +                !!          0.  .  .           !
 1995.3!                 +    *               !!           .  .  .0          !
 1995.4!                    * +               !!           . 0.  .           !
 1996.1!                    +                 !!           .  0  .           !
 1996.2!                    +  *              !!           .  . 0.           !
 1996.3!                      +*              !!           .  .0 .           !
 1996.4!                    * +               !!           .0 .  .           !
 1997.1!                   *+                 !!           . 0.  .           !
 1997.2!                   +   *              !!           .  .  .0          !
 1997.3!                    * +               !!           .0 .  .           !
 1997.4!                   + *                !!           .  .0 .           !
 1998.1!                     +                !!           .  0  .           !
 1998.2!                    +   *             !!           .  . 0.           !
 1998.3!                       +              !!           .  0  .           !
 1998.4!                      +    *          !!           .  .  0           !
 1999.1!                        *+            !!           . 0.  .           !
 1999.2!                       +             *!!           .  .  .      0    !
 1999.3!                           *     +    !!          0.  .  .           !
 1999.4!                         +*           !!           .  .0 .           !
 2000.1!                       * +            !!           .0 .  .           !
 2000.2!                      +  *            !!           .  .  0           !
 2000.3!                        +  *          !!           .  . 0.           !
 2000.4!                        *+            !!           . 0.  .           !
 2001.1!                       + *            !!           .  . 0.           !
 2001.2!                        +  *          !!           .  . 0.           !
 2001.3!                         +  *         !!           .  . 0.           !
 2001.4!                         *+           !!           . 0.  .           !
 2002.1!                        +*            !!           .  .0 .           !
 2002.2!                        +*            !!           .  .0 .           !
 2002.3!                        +   *         !!           .  .  0           !
 2002.4!                         *+           !!           . 0.  .           !
 2003.1!                        +  *          !!           .  . 0.           !
 2003.2!                         +*           !!           .  .0 .           !
 2003.3!                         + *          !!           .  . 0.           !
 2003.4!                         +*           !!           .  .0 .           !
 2004.1!                         +*           !!           .  .0 .           !
 2004.2!                        + *           !!           .  .0 .           !
 2004.3!                         +  *         !!           .  . 0.           !
 2004.4!                          +           !!           .  0  .           !
 2005.1!                      *  +            !!           .0 .  .           !
 2005.2!                     *+               !!           .  0  .           !
 2005.3!                    + *               !!           .  .0 .           !
 2005.4!                     +*               !!           .  0  .           !
 2006.1!                    *+                !!           . 0.  .           !
 2006.2!                   *+                 !!           .  0  .           !
 2006.3!                   +  *               !!           .  .  0           !
 2006.4!                    *+                !!           . 0.  .           !
 2007.1!                    +  *              !!           .  . 0.           !
 2007.2!                      +   *           !!           .  .  0           !
 2007.3!                       *+             !!           . 0.  .           !
 2007.4!                      +*              !!           .  0  .           !
 2008.1!                      +   *           !!           .  .  0           !
 2008.2!                        +             !!           .  0  .           !
 2008.3!                   *  +               !!           .0 .  .           !
 2008.4!                  *+                  !!           . 0.  .           !
 2009.1!                 *+                   !!           . 0.  .           !
 2009.2!                 + *                  !!           .  . 0.           !
 2009.3!                   +  *               !!           .  .  0           !
 2009.4!                   * +                !!           . 0.  .           !
 2010.1!                   +*                 !!           .  .0 .           !
 2010.2!                   +*                 !!           .  .0 .           !
 2010.3!                   +  *               !!           .  . 0.           !
 2010.4!                  *  +                !!           .0 .  .           !
 2011.1!                 *+                   !!           . 0.  .           !
 2011.2!                + *                   !!           .  .0 .           !
 2011.3!                 +                    !!           .  0  .           !
 2011.4!               *+                     !!           . 0.  .           !
 2012.1!              *+                      !!           . 0.  .           !
 2012.2!              + *                     !!           .  .0 .           !
 2012.3!                +*                    !!           .  .0 .           !
 2012.4!             *   +                    !!           0  .  .           !


     26.60 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ  1096 LAASOIR C LASOIR(-1) PSOIR;SMPL 1966.1 2012.4;OLS;EST 1096 PLOT=0;EN
@@EQ 1097 LAAKOIR C LAKOIR(-1) PKOIR;SMPL 1994.3 2012.4;OLS;EST 1097 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEIR=BEPX$Q/IRPMM;                                                     
 GENR LAABEIR=LOG(AABEIR+.00001);                                             
 GENR LABEIR=LOG(ABEIR+.00001);                                               
 LHS AABEIR=EXP(LAABEIR)-.00001;                                              
  EQ 1098 LAABEIR C LABEIR(-1) PBEIR;                                         
EQUATION 875  LAABEIR  
   RHS     C  LABEIR(-1)  PBEIR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  875 PLOT=0;END;                                                     

Equation number =  875
**********************

Dependent variable = LAABEIR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.750225106

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.592362617       0.157316685  -3.76542     1.000000
13034 LABEIR  ( -1)       0.786343780       0.045209368  17.39338    -3.750266
13032 PBEIR   (  0)      -0.210935419       0.101966130  -2.06868     0.990180

SE of equation            =     0.205036701
Sum of squared residuals  =  7.77740901      -0.126423316E-10
Average absolute error    =     0.144776815
Sum of ABS residuals      =  27.2180412    
R squared                 =   0.68894
Durbin-Watson statistic   =   2.19186
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!       *                +             !!0          .  .  .           !
 1966.2!          +     *                     !!           .  .  . 0         !
 1966.3!                 + *                  !!           .  . 0.           !
 1966.4!                  *+                  !!           . 0.  .           !
 1967.1!                 * +                  !!           .0 .  .           !
 1967.2!               *  +                   !!           .0 .  .           !
 1967.3!                +  *                  !!           .  . 0.           !
 1967.4!              *    +                  !!          0.  .  .           !
 1968.1!            *  +                      !!           0  .  .           !
 1968.2!            *+                        !!           . 0.  .           !
 1968.3!             +                        !!           .  0  .           !
 1968.4!          *   +                       !!           0  .  .           !
 1969.1!            +  *                      !!           .  . 0.           !
 1969.2!                +                 *   !!           .  .  .           0
 1969.3!                 *             +      !!  0        .  .  .           !
 1969.4!           *     +                    !!        0  .  .  .           !
 1970.1!          *  +                        !!           .0 .  .           !
 1970.2!      *      +                        !!         0 .  .  .           !
 1970.3!         +   *                        !!           .  .  0           !
 1970.4!             * +                      !!           .0 .  .           !
 1971.1!      *       +                       !!       0   .  .  .           !
 1971.2*          +                           !!     0     .  .  .           !
 1971.3!    +   *                             !!           .  .  0           !
 1971.4!         * +                          !!           .0 .  .           !
 1972.1!      *    +                          !!          0.  .  .           !
 1972.2! *       +                            !!       0   .  .  .           !
 1972.3!     +      *                         !!           .  .  .  0        !
 1972.4!             +    *                   !!           .  .  .0          !
 1973.1!          *       +                   !!       0   .  .  .           !
 1973.2!     *    +                           !!         0 .  .  .           !
 1973.3!      +     *                         !!           .  .  . 0         !
 1973.4!            +*                        !!           .  .0 .           !
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 1974.2!             +   *                    !!           .  .  0           !
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 1974.4!             *    +                   !!          0.  .  .           !
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 1975.2!            *     +                   !!         0 .  .  .           !
 1975.3!             +                        !!           .  0  .           !
 1975.4!              +     *                 !!           .  .  . 0         !
 1976.1!                *   +                 !!           0  .  .           !
 1976.2!                 +  *                 !!           .  .  0           !
 1976.3!                   +                  !!           .  0  .           !
 1976.4!                * +                   !!           .0 .  .           !
 1977.1!             * +                      !!           .0 .  .           !
 1977.2!              +*                      !!           .  .0 .           !
 1977.3!                + *                   !!           .  . 0.           !
 1977.4!                  +*                  !!           .  0  .           !
 1978.1!                   +                  !!           .  .0 .           !
 1978.2!              *    +                  !!         0 .  .  .           !
 1978.3!            *  +                      !!           .0 .  .           !
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 1979.1!             *+                       !!           . 0.  .           !
 1979.2!              +  *                    !!           .  . 0.           !
 1979.3!                 + *                  !!           .  .0 .           !
 1979.4!               *   +                  !!           0  .  .           !
 1980.1!                +*                    !!           .  .0 .           !
 1980.2!                   +  *               !!           .  .  0           !
 1980.3!                      *+              !!           .  0  .           !
 1980.4!                  *    +              !!           0  .  .           !
 1981.1!                    +*                !!           .  .0 .           !
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 1982.1!                    *   +             !!          0.  .  .           !
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 1982.4!                         * +          !!           .0 .  .           !
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 1983.3!                      +  *            !!           .  . 0.           !
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 1989.1!                     *+               !!           . 0.  .           !
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 1989.3!                       +*             !!           .  .0 .           !
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 1990.1!                     + *              !!           .  . 0.           !
 1990.2!                      *+              !!           . 0.  .           !
 1990.3!                      +               !!           .  0  .           !
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 1991.1!                     +                !!           .  0  .           !
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 1992.3!                  * +                 !!           . 0.  .           !
 1992.4!                   +                  !!           .  0  .           !
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 1993.2!                    + *               !!           .  . 0.           !
 1993.3!                     *+               !!           . 0.  .           !
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 1994.1!                      * +             !!           .0 .  .           !
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 1995.1!                    *  +              !!           .0 .  .           !
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 1995.3!                    + *               !!           .  .0 .           !
 1995.4!                  *   +               !!           0  .  .           !
 1996.1!                   + *                !!           .  . 0.           !
 1996.2!                     +*               !!           .  0  .           !
 1996.3!                      +   *           !!           .  .  0           !
 1996.4!                        *+            !!           . 0.  .           !
 1997.1!                     *  +             !!           0  .  .           !
 1997.2!                     *+               !!           . 0.  .           !
 1997.3!                     *+               !!           . 0.  .           !
 1997.4!                      + *             !!           .  . 0.           !
 1998.1!                       *+             !!           . 0.  .           !
 1998.2!                       +  *           !!           .  . 0.           !
 1998.3!                       * +            !!           .0 .  .           !
 1998.4!                       +     *        !!           .  .  . 0         !
 1999.1!                        *   +         !!          0.  .  .           !
 1999.2!                        +             !!           .  0  .           !
 1999.3!                        +             !!           .  0  .           !
 1999.4!                        +             !!           .  0  .           !
 2000.1!                        +      *      !!           .  .  .  0        !
 2000.2!                              +       !!           .  0  .           !
 2000.3!                             +*       !!           .  .0 .           !
 2000.4!                             +        !!           .  0  .           !
 2001.1!                            +  *      !!           .  . 0.           !
 2001.2!                             +*       !!           .  .0 .           !
 2001.3!                             + *      !!           .  .0 .           !
 2001.4!                             +*       !!           .  .0 .           !
 2002.1!                            *+        !!           . 0.  .           !
 2002.2!                           +*         !!           .  .0 .           !
 2002.3!                           +   *      !!           .  .  0           !
 2002.4!                              +  *    !!           .  .  0           !
 2003.1!                             * +      !!           . 0.  .           !
 2003.2!                            +  *      !!           .  . 0.           !
 2003.3!                        *    +        !!          0.  .  .           !
 2003.4!                        +  *          !!           .  . 0.           !
 2004.1!                          +           !!           .  0  .           !
 2004.2!                         +    *       !!           .  .  .0          !
 2004.3!                            +   *     !!           .  .  0           !
 2004.4!                              +    *  !!           .  .  .0          !
 2005.1!                                +     *!           .  .  . 0         !
 2005.2!                             *    +   !!          0.  .  .           !
 2005.3!                            +       * !!           .  .  .   0       !
 2005.4!                                 +*   !!           .  .0 .           !
 2006.1!                            *  +      !!           0  .  .           !
 2006.2!                          +    *      !!           .  .  .0          !
 2006.3!                             + *      !!           .  . 0.           !
 2006.4!                           *+         !!           . 0.  .           !
 2007.1!                         *+           !!           . 0.  .           !
 2007.2!                        + *           !!           .  . 0.           !
 2007.3!                         + *          !!           .  . 0.           !
 2007.4!                          + *         !!           .  . 0.           !
 2008.1!                         *+           !!           . 0.  .           !
 2008.2!                        + *           !!           .  . 0.           !
 2008.3!                         +            !!           .  0  .           !
 2008.4!                        +  *          !!           .  . 0.           !
 2009.1!                         +            !!           .  0  .           !
 2009.2!                        + *           !!           .  . 0.           !
 2009.3!                         +*           !!           .  .0 .           !
 2009.4!                        + *           !!           .  .0 .           !
 2010.1!                        + *           !!           .  . 0.           !
 2010.2!                         +  *         !!           .  . 0.           !
 2010.3!                          +  *        !!           .  . 0.           !
 2010.4!                          + *         !!           .  .0 .           !
 2011.1!                          +           !!           .  0  .           !
 2011.2!                         + *          !!           .  . 0.           !
 2011.3!                          +*          !!           .  .0 .           !
 2011.4!                         +  *         !!           .  . 0.           !
 2012.1!                       *  +           !!           .0 .  .           !
 2012.2!                      +  *            !!           .  . 0.           !
 2012.3!                       *+             !!           . 0.  .           !
 2012.4!                      + *             !!           .  . 0.           !


     22.87 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDEIR=DEPX$Q/IRPMM;                                                     
 GENR LAADEIR=LOG(AADEIR+.00001);                                             
 GENR LADEIR=LOG(ADEIR+.00001);                                               
 LHS AADEIR=EXP(LAADEIR)-.00001;                                              
  EQ 1099 LAADEIR C LADEIR(-1) PDEIR;                                         
EQUATION 876  LAADEIR  
   RHS     C  LADEIR(-1)  PDEIR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  876 PLOT=0;END;                                                     

Equation number =  876
**********************

Dependent variable = LAADEIR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.551355036

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.027904130       0.202798945  -5.06859     1.000000
13037 LADEIR  ( -1)       0.698305983       0.051146541  13.65304    -4.555110
13035 PDEIR   (  0)      -0.331641878       0.105126490  -3.15469     1.033012

SE of equation            =     0.226940641
Sum of squared residuals  =  9.52788010       0.384932086E-10
Average absolute error    =     0.171542455
Sum of ABS residuals      =  32.2499815    
R squared                 =   0.63247
Durbin-Watson statistic   =   2.42906
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!       +      *                       !!           .  .  . 0         !
 1966.2!        *     +                       !!          0.  .  .           !
 1966.3!      *   +                           !!           0  .  .           !
 1966.4*        +                             !!        0  .  .  .           !
 1967.1!   +       *                          !!           .  .  .  0        !
 1967.2!        *   +                         !!           0  .  .           !
 1967.3!         +   *                        !!           .  . 0.           !
 1967.4!            *+                        !!           . 0.  .           !
 1968.1!          * +                         !!           .0 .  .           !
 1968.2!          +  *                        !!           .  . 0.           !
 1968.3!          *  +                        !!           .0 .  .           !
 1968.4!         *+                           !!           . 0.  .           !
 1969.1!       *  +                           !!           .0 .  .           !
 1969.2!         +   *                        !!           .  .  0           !
 1969.3!       *     +                        !!          0.  .  .           !
 1969.4!         +    *                       !!           .  .  .0          !
 1970.1!              + *                     !!           .  .0 .           !
 1970.2!                +  *                  !!           .  . 0.           !
 1970.3!                  +     *             !!           .  .  .0          !
 1970.4!                   * +                !!           . 0.  .           !
 1971.1!    *             +                   !!    0      .  .  .           !
 1971.2!        +*                            !!           .  .0 .           !
 1971.3!      *    +                          !!          0.  .  .           !
 1971.4!         +   *                        !!           .  .  0           !
 1972.1!        *     +                       !!          0.  .  .           !
 1972.2!          +*                          !!           .  .0 .           !
 1972.3!            +*                        !!           .  .0 .           !
 1972.4!             +   *                    !!           .  .  0           !
 1973.1!       *        +                     !!        0  .  .  .           !
 1973.2! *   +                                !!           .0 .  .           !
 1973.3! +  *                                 !!           .  . 0.           !
 1973.4!    +     *                           !!           .  .  .0          !
 1974.1!       +*                             !!           .  .0 .           !
 1974.2!        +  *                          !!           .  . 0.           !
 1974.3!      *    +                          !!          0.  .  .           !
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 1975.3!     * +                              !!           .0 .  .           !
 1975.4!      +*                              !!           .  .0 .           !
 1976.1!       *+                             !!           . 0.  .           !
 1976.2!        + *                           !!           .  .0 .           !
 1976.3!          + *                         !!           .  .0 .           !
 1976.4!   *       +                          !!        0  .  .  .           !
 1977.1!    + *                               !!           .  .0 .           !
 1977.2!    *  +                              !!           .0 .  .           !
 1977.3!   *  +                               !!           .0 .  .           !
 1977.4!     +*                               !!           .  .0 .           !
 1978.1!      * +                             !!           . 0.  .           !
 1978.2!    *   +                             !!           0  .  .           !
 1978.3!     * +                              !!           . 0.  .           !
 1978.4!       +   *                          !!           .  .  0           !
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 1979.2!    *     +                           !!         0 .  .  .           !
 1979.3!   *   +                              !!           0  .  .           !
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 1980.3!         *  +                         !!           0  .  .           !
 1980.4!            +      *                  !!           .  .  . 0         !
 1981.1!             *      +                 !!         0 .  .  .           !
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 1981.3!            *    +                    !!          0.  .  .           !
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 1982.2!                *+                    !!           .  0  .           !
 1982.3!              *   +                   !!           0  .  .           !
 1982.4!              * +                     !!           . 0.  .           !
 1983.1!                +   *                 !!           .  .  0           !
 1983.2!                 *   +                !!           0  .  .           !
 1983.3!                  + *                 !!           .  .0 .           !
 1983.4!               *    +                 !!           0  .  .           !
 1984.1!                 +                    !!           .  0  .           !
 1984.2!                  +                   !!           .  0  .           !
 1984.3!                   + *                !!           .  .0 .           !
 1984.4!                   * +                !!           . 0.  .           !
 1985.1!                 *  +                 !!           .0 .  .           !
 1985.2!                  + *                 !!           .  .0 .           !
 1985.3!                    +      *          !!           .  .  . 0         !
 1985.4!                         +    *       !!           .  .  0           !
 1986.1!                 *        +           !!       0   .  .  .           !
 1986.2!                  + *                 !!           .  . 0.           !
 1986.3!               *   +                  !!           0  .  .           !
 1986.4!             *  +                     !!           .0 .  .           !
 1987.1!              +  *                    !!           .  . 0.           !
 1987.2!                 + *                  !!           .  .0 .           !
 1987.3!           *       +                  !!         0 .  .  .           !
 1987.4!            *+                        !!           . 0.  .           !
 1988.1!              + *                     !!           .  .0 .           !
 1988.2!               *+                     !!           . 0.  .           !
 1988.3!              * +                     !!           .0 .  .           !
 1988.4!             * +                      !!           .0 .  .           !
 1989.1!               +*                     !!           .  .0 .           !
 1989.2!              *  +                    !!           .0 .  .           !
 1989.3!             * +                      !!           .0 .  .           !
 1989.4!              +*                      !!           .  .0 .           !
 1990.1!             *  +                     !!           .0 .  .           !
 1990.2!          *    +                      !!           0  .  .           !
 1990.3!             +*                       !!           .  .0 .           !
 1990.4!               + *                    !!           .  .0 .           !
 1991.1!                 +                    *!           .  .  .           0
 1991.2!               *                +     !!  0        .  .  .           !
 1991.3!                +*                    !!           .  0  .           !
 1991.4!                 +  *                 !!           .  . 0.           !
 1992.1!         *         +                  !!       0   .  .  .           !
 1992.2!            +    *                    !!           .  .  0           !
 1992.3!               * +                    !!           .0 .  .           !
 1992.4!               +                      !!           .  0  .           !
 1993.1!     *          +                     !!      0    .  .  .           !
 1993.2!         +     *                      !!           .  .  .0          !
 1993.3!              *  +                    !!           .0 .  .           !
 1993.4!                +*                    !!           .  .0 .           !
 1994.1!    *             +                   !!    0      .  .  .           !
 1994.2!         +                            !!           .  0  .           !
 1994.3!         *  +                         !!           .0 .  .           !
 1994.4!            +      *                  !!           .  .  . 0         !
 1995.1!         *         +                  !!       0   .  .  .           !
 1995.2!            +    *                    !!           .  .  .0          !
 1995.3!             *   +                    !!           0  .  .           !
 1995.4!          *    +                      !!           0  .  .           !
 1996.1!          *  +                        !!           .0 .  .           !
 1996.2!            *+                        !!           .  0  .           !
 1996.3!          *   +                       !!           0  .  .           !
 1996.4!           *+                         !!           . 0.  .           !
 1997.1!              +*                      !!           .  .0 .           !
 1997.2!                 +*                   !!           .  .0 .           !
 1997.3!                *  +                  !!           .0 .  .           !
 1997.4!                *+                    !!           . 0.  .           !
 1998.1!                *+                    !!           . 0.  .           !
 1998.2!             *   +                    !!           0  .  .           !
 1998.3!               +*                     !!           .  .0 .           !
 1998.4!                 +                    !!           .  0  .           !
 1999.1!                  +    *              !!           .  .  .0          !
 1999.2!                      +   *           !!           .  .  0           !
 1999.3!                        + *           !!           .  . 0.           !
 1999.4!                         +    *       !!           .  .  .0          !
 2000.1!                     *     +          !!         0 .  .  .           !
 2000.2!                     +*               !!           .  .0 .           !
 2000.3!                      +    *          !!           .  .  .0          !
 2000.4!                         +  *         !!           .  . 0.           !
 2001.1!                         +            !!           .  0  .           !
 2001.2!                       +              !!           . 0.  .           !
 2001.3!                      +    *          !!           .  .  .0          !
 2001.4!                         +    *       !!           .  .  .0          !
 2002.1!                           +  *       !!           .  .  0           !
 2002.2!                           +*         !!           .  .0 .           !
 2002.3!                          +*          !!           .  .0 .           !
 2002.4!                        +*            !!           .  0  .           !
 2003.1!                       +  *           !!           .  . 0.           !
 2003.2!                       +          *   !!           .  .  .    0      !
 2003.3!                          *  +        !!           .0 .  .           !
 2003.4!                       +     *        !!           .  .  .0          !
 2004.1!                          +      *    !!           .  .  .  0        !
 2004.2!                           * +        !!           . 0.  .           !
 2004.3!                     *  +             !!           .0 .  .           !
 2004.4!                    +         *       !!           .  .  .   0       !
 2005.1!                         *+           !!           .  0  .           !
 2005.2!                       + *            !!           .  .0 .           !
 2005.3!                      +*              !!           .  0  .           !
 2005.4!                     +     *          !!           .  .  .0          !
 2006.1!                        + *           !!           .  . 0.           !
 2006.2!                       +              !!           .  0  .           !
 2006.3!                     +   *            !!           .  .  0           !
 2006.4!                       +*             !!           .  .0 .           !
 2007.1!                      + *             !!           .  . 0.           !
 2007.2!                      +     *         !!           .  .  .0          !
 2007.3!                         + *          !!           .  . 0.           !
 2007.4!                        +    *        !!           .  .  .0          !
 2008.1!                       * +            !!           . 0.  .           !
 2008.2!                     +     *          !!           .  .  .0          !
 2008.3!                       *+             !!           . 0.  .           !
 2008.4!                     +   *            !!           .  .  0           !
 2009.1!                       +   *          !!           .  .  0           !
 2009.2!                       +      *       !!           .  .  . 0         !
 2009.3!                          +*          !!           .  0  .           !
 2009.4!                      *+              !!           . 0.  .           !
 2010.1!                    +       *         !!           .  .  .  0        !
 2010.2!                      *  +            !!           .0 .  .           !
 2010.3!                     +   *            !!           .  .  0           !
 2010.4!                       +   *          !!           .  .  0           !
 2011.1!                        + *           !!           .  .0 .           !
 2011.2!                       *+             !!           . 0.  .           !
 2011.3!                     + *              !!           .  .0 .           !
 2011.4!                     +*               !!           .  0  .           !
 2012.1!                  * +                 !!           .0 .  .           !
 2012.2!                  +   *               !!           .  .  0           !
 2012.3!            *        +                !!        0  .  .  .           !
 2012.4!              +     *                 !!           .  .  .0          !


     25.53 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOIR=NOPX$Q/IRPMM;                                                     
 GENR LAANOIR=LOG(AANOIR+.00001);                                             
 GENR LANOIR=LOG(ANOIR+.00001);                                               
 LHS AANOIR=EXP(LAANOIR)-.00001;                                              
  EQ 1100 LAANOIR C LANOIR(-1) PNOIR;                                         
EQUATION 877  LAANOIR  
   RHS     C  LANOIR(-1)  PNOIR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  877 PLOT=0;END;                                                     

Equation number =  877
**********************

Dependent variable = LAANOIR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.630662787

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.307377010       0.144437202  -2.12810     1.000000
13040 LANOIR  ( -1)       0.918522291       0.028471832  32.26074    -4.637929
13038 PNOIR   (  0)      -0.072960500       0.093726651  -0.77844     0.866830

SE of equation            =     0.300279917
Sum of squared residuals  =  16.6810853       0.333155725E-11
Average absolute error    =     0.212453353
Sum of ABS residuals      =  39.9412303    
R squared                 =   0.85391
Durbin-Watson statistic   =   2.53255
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!       *+                             !!          .   0   .          !
 1966.2!        +       *                     !!          .   .   . 0        !
 1966.3!          *     +                     !!         0.   .   .          !
 1966.4!    *      +                          !!         0.   .   .          !
 1967.1!     +   *                            !!          .   .  0.          !
 1967.2!         *+                           !!          .  0.   .          !
 1967.3!          +                           !!          .   0   .          !
 1967.4!          +        *                  !!          .   .   .  0       !
 1968.1!                  *+                  !!          .  0.   .          !
 1968.2!       *          +                   !!      0   .   .   .          !
 1968.3!        +       *                     !!          .   .   . 0        !
 1968.4!               * +                    !!          .  0.   .          !
 1969.1!                +*                    !!          .   .0  .          !
 1969.2!    *            +                    !!    0     .   .   .          !
 1969.3!     +                                !!          .   0   .          !
 1969.4!    * +                               !!          . 0 .   .          !
 1970.1!     +        *                       !!          .   .   .  0       !
 1970.2!              *+                      !!          .  0.   .          !
 1970.3!              +                       !!          .  0.   .          !
 1970.4!            * +                       !!          .  0.   .          !
 1971.1!           * +                        !!          .  0.   .          !
 1971.2!           *+                         !!          .  0.   .          !
 1971.3*            +                         !!    0     .   .   .          !
 1971.4! +                  *                 !!          .   .   .          0
 1972.1!          *         +                 !!      0   .   .   .          !
 1972.2!          *+                          !!          .   0   .          !
 1972.3!           +                          !!          .   0   .          !
 1972.4!        *   +                         !!          .0  .   .          !
 1973.1!       * +                            !!          .  0.   .          !
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 1973.3!     * +                              !!          . 0 .   .          !
 1973.4!      +    *                          !!          .   .   0          !
 1974.1!           +   *                      !!          .   .  0.          !
 1974.2!          *     +                     !!         0.   .   .          !
 1974.3!      *   +                           !!          0   .   .          !
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 1975.3!       +                              !!          .   0   .          !
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 1976.3!     *     +                          !!          0   .   .          !
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 1977.1!       *    +                         !!          0   .   .          !
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 1977.3!      * +                             !!          .  0.   .          !
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 1978.1!     *       +                        !!        0 .   .   .          !
 1978.2!     *+                               !!          .  0.   .          !
 1978.3!      +*                              !!          .   0   .          !
 1978.4!        + *                           !!          .   . 0 .          !
 1979.1!     *     +                          !!         0.   .   .          !
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 1979.3!  *    +                              !!          0   .   .          !
 1979.4*   +                                  !!          .0  .   .          !
 1980.1! +  *                                 !!          .   .  0.          !
 1980.2!     +                                !!          .   0   .          !
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 1980.4!      *    +                          !!          .0  .   .          !
 1981.1!        +                             !!          .   0   .          !
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 1981.3!     * +                              !!          . 0 .   .          !
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 1982.2!     * +                              !!          . 0 .   .          !
 1982.3*       +                              !!        0 .   .   .          !
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 1983.2!   *   +                              !!          .0  .   .          !
 1983.3!   * +                                !!          .  0.   .          !
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 1984.2!  *  +                                !!          .0  .   .          !
 1984.3!   + *                                !!          .   .0  .          !
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 1985.2!   *    +                             !!          0   .   .          !
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 1985.4!    + *                               !!          .   .0  .          !
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 1986.2!        +        *                    !!          .   .   .   0      !
 1986.3!      *           +                   !!     0    .   .   .          !
 1986.4!        +   *                         !!          .   .  0.          !
 1987.1!          *  +                        !!          . 0 .   .          !
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 1987.3!            +     *                   !!          .   .   .0         !
 1987.4!                   +   *              !!          .   .   0          !
 1988.1!          *            +              !!    0     .   .   .          !
 1988.2!           +  *                       !!          .   . 0 .          !
 1988.3!          *   +                       !!          0   .   .          !
 1988.4!           +  *                       !!          .   . 0 .          !
 1989.1!            * +                       !!          . 0 .   .          !
 1989.2!          *  +                        !!          . 0 .   .          !
 1989.3!         * +                          !!          . 0 .   .          !
 1989.4!          +                           !!          .   0   .          !
 1990.1!           +  *                       !!          .   . 0 .          !
 1990.2!              *+                      !!          .   0   .          !
 1990.3!               +      *               !!          .   .   . 0        !
 1990.4!                      +*              !!          .   .0  .          !
 1991.1!                       +     *        !!          .   .   0          !
 1991.2!                          * +         !!          .  0.   .          !
 1991.3!                          +       *   !!          .   .   . 0        !
 1991.4!                                 +    !!          .   0   .          !
 1992.1!                                + *   !!          .   . 0 .          !
 1992.2!                               * +    !!          . 0 .   .          !
 1992.3!                              +  *    !!          .   . 0 .          !
 1992.4!                                +     !!          .   0   .          !
 1993.1!                                +  *  !!          .   . 0 .          !
 1993.2!                                 *+   !!          .  0.   .          !
 1993.3!                                +     !!          .   0   .          !
 1993.4!                                +  *  !!          .   .  0.          !
 1994.1!                                   +  !!          .   0   .          !
 1994.2!                                  +   !!          .   0   .          !
 1994.3!                                 +  * !!          .   . 0 .          !
 1994.4!                                   +  *!          .   .  0.          !
 1995.1!                               *     +!!         0.   .   .          !
 1995.2!                               +      !!          .   0   .          !
 1995.3!                          *   +       !!          .0  .   .          !
 1995.4!                          +    *      !!          .   .  0.          !
 1996.1!                              + *     !!          .   . 0 .          !
 1996.2!                                +     !!          .   0   .          !
 1996.3!                               +*     !!          .   0   .          !
 1996.4!                          *    +      !!          0   .   .          !
 1997.1!                          +      *    !!          .   .   . 0        !
 1997.2!                                + *   !!          .   .0  .          !
 1997.3!                                *+    !!          .  0.   .          !
 1997.4!                               + *    !!          .   .0  .          !
 1998.1!                                +     !!          .   0   .          !
 1998.2!                                +  *  !!          .   .  0.          !
 1998.3!                                  +   !!          .   0   .          !
 1998.4!                              *  +    !!          . 0 .   .          !
 1999.1!                              +  *    !!          .   . 0 .          !
 1999.2!                               *+     !!          .  0.   .          !
 1999.3!                              *+      !!          .  0.   .          !
 1999.4!                             +  *     !!          .   .  0.          !
 2000.1!                                +*    !!          .   .0  .          !
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 2000.3!                              + *     !!          .   .0  .          !
 2000.4!                               +*     !!          .   .0  .          !
 2001.1!                               +  *   !!          .   .  0.          !
 2001.2!                                 +  * !!          .   . 0 .          !
 2001.3!                              *    +  !!          0   .   .          !
 2001.4!                             +        !!          .   0   .          !
 2002.1!                           *+         !!          .  0.   .          !
 2002.2!                          +  *        !!          .   . 0 .          !
 2002.3!                             + *      !!          .   . 0 .          !
 2002.4!                             *+       !!          .  0.   .          !
 2003.1!                            *+        !!          .  0.   .          !
 2003.2!                     *     +          !!         0.   .   .          !
 2003.3!                  *  +                !!          . 0 .   .          !
 2003.4!                   +    *             !!          .   .   0          !
 2004.1!                        +             !!          .   0   .          !
 2004.2!                       +              !!          .  0.   .          !
 2004.3!                *      +              !!         0.   .   .          !
 2004.4!                +                     !!          .   0   .          !
 2005.1!                +             *       !!          .   .   .      0   !
 2005.2!                             +   *    !!          .   .  0.          !
 2005.3!                                +     !!          .   0   .          !
 2005.4!                               +*     !!          .   .0  .          !
 2006.1!                               +      !!          .   0   .          !
 2006.2!                              +       !!          .   .0  .          !
 2006.3!                             +  *     !!          .   . 0 .          !
 2006.4!                               +      !!          .   0   .          !
 2007.1!                              + *     !!          .   . 0 .          !
 2007.2!                           *   +      !!          .0  .   .          !
 2007.3!                          +   *       !!          .   .   0          !
 2007.4!                             +        !!          .   0   .          !
 2008.1!                           *+         !!          .  0.   .          !
 2008.2!                        *+            !!          .  0.   .          !
 2008.3!                       + *            !!          .   . 0 .          !
 2008.4!                      * +             !!          . 0 .   .          !
 2009.1!                      +   *           !!          .   .   0          !
 2009.2!                          +  *        !!          .   .  0.          !
 2009.3!                        *   +         !!          .0  .   .          !
 2009.4!                       +     *        !!          .   .   0          !
 2010.1!                            + *       !!          .   . 0 .          !
 2010.2!                             +  *     !!          .   . 0 .          !
 2010.3!                            * +       !!          . 0 .   .          !
 2010.4!                     *     +          !!         0.   .   .          !
 2011.1!                    +         *       !!          .   .   .   0      !
 2011.2!                             + *      !!          .   . 0 .          !
 2011.3!                           *  +       !!          . 0 .   .          !
 2011.4!                       *  +           !!          . 0 .   .          !
 2012.1!                      + *             !!          .   .0  .          !
 2012.2!                       +   *          !!          .   .  0.          !
 2012.3!                         +      *     !!          .   .   .0         !
 2012.4!                           *  +       !!          .0  .   .          !


     24.47 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWIR=SWPX$Q/IRPMM;                                                     
 GENR LAASWIR=LOG(AASWIR+.00001);                                             
 GENR LASWIR=LOG(ASWIR+.00001);                                               
 LHS AASWIR=EXP(LAASWIR)-.00001;                                              
  EQ 1101 LAASWIR C LASWIR(-1) PSWIR;                                         
EQUATION 878  LAASWIR  
   RHS     C  LASWIR(-1)  PSWIR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  878 PLOT=0;END;                                                     

Equation number =  878
**********************

Dependent variable = LAASWIR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.305762551

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.766365035       0.184956262  -4.14349     1.000000
13043 LASWIR  ( -1)       0.821491161       0.041355568  19.86410    -4.306647
13041 PSWIR   (  0)      -0.001314423       0.043812241  -0.03000     1.160042

SE of equation            =     0.138998935
Sum of squared residuals  =  3.57433022       0.143440815E-10
Average absolute error    =     0.106145189
Sum of ABS residuals      =  19.9552955    
R squared                 =   0.68084
Durbin-Watson statistic   =   2.36342
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!        +      *                      !!         .    .    . 0       !
 1966.2!                +*                    !!         .    .0   .         !
 1966.3!        *        +                    !!     0   .    .    .         !
 1966.4!          +                           !!         .    0    .         !
 1967.1!           +*                         !!         .    .0   .         !
 1967.2!             +         *              !!         .    .    .   0     !
 1967.3!                   *  +               !!         . 0  .    .         !
 1967.4!                *  +                  !!         . 0  .    .         !
 1968.1!                 +          *         !!         .    .    .     0   !
 1968.2!                  *       +           !!      0  .    .    .         !
 1968.3!                  +       *           !!         .    .    . 0       !
 1968.4!                     *   +            !!         . 0  .    .         !
 1969.1!                     +   *            !!         .    .   0.         !
 1969.2!                *       +             !!      0  .    .    .         !
 1969.3!                 +   *                !!         .    .   0.         !
 1969.4!                 *   +                !!         . 0  .    .         !
 1970.1!                  +*                  !!         .    . 0  .         !
 1970.2!                *  +                  !!         . 0  .    .         !
 1970.3!                +       *             !!         .    .    . 0       !
 1970.4!                   *   +              !!         .0   .    .         !
 1971.1!                  *+                  !!         .   0.    .         !
 1971.2!                  +    *              !!         .    .    0         !
 1971.3!                   *  +               !!         . 0  .    .         !
 1971.4!                   +   *              !!         .    .  0 .         !
 1972.1!                      +  *            !!         .    .  0 .         !
 1972.2!                        +        *    !!         .    .    .  0      !
 1972.3!                              +    *  !!         .    .    0         !
 1972.4!                                 +*   !!         .    . 0  .         !
 1973.1!                        *      +      !!       0 .    .    .         !
 1973.2!                 *     +              !!         0    .    .         !
 1973.3!                * +                   !!         .   0.    .         !
 1973.4!           *     +                    !!         0    .    .         !
 1974.1!            +              *          !!         .    .    .        0!
 1974.2!                *         +           !!     0   .    .    .         !
 1974.3!                +           *         !!         .    .    .     0   !
 1974.4!                     *    +           !!         0    .    .         !
 1975.1!                  *  +                !!         .  0 .    .         !
 1975.2!                  + *                 !!         .    .0   .         !
 1975.3!                   + *                !!         .    . 0  .         !
 1975.4!                     +                !!         .    0    .         !
 1976.1!               *    +                 !!         0    .    .         !
 1976.2!               +*                     !!         .    0    .         !
 1976.3!            *   +                     !!         .0   .    .         !
 1976.4!         *   +                        !!         .0   .    .         !
 1977.1!         * +                          !!         .  0 .    .         !
 1977.2!           +   *                      !!         .    .   0.         !
 1977.3!           *    +                     !!         0    .    .         !
 1977.4!            +         *               !!         .    .    .   0     !
 1978.1!                     +               *!!         .    .    .         0
 1978.2!                     *            +   !!  0      .    .    .         !
 1978.3!             *       +                !!      0  .    .    .         !
 1978.4!              +  *                    !!         .    .  0 .         !
 1979.1!              *  +                    !!         .0   .    .         !
 1979.2!               +*                     !!         .    . 0  .         !
 1979.3!                 +  *                 !!         .    .  0 .         !
 1979.4!                    +   *             !!         .    .   0.         !
 1980.1!                   *   +              !!         .0   .    .         !
 1980.2!                   + *                !!         .    . 0  .         !
 1980.3!                    +         *       !!         .    .    .   0     !
 1980.4!                            +         !!         .    0    .         !
 1981.1!                      *   +           !!         .0   .    .         !
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 1981.3!                           *+         !!         .   0.    .         !
 1981.4!                          +*          !!         .    .0   .         !
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 1982.3!                         +  *         !!         .    .  0 .         !
 1982.4!                          + *         !!         .    .0   .         !
 1983.1!                          +  *        !!         .    .  0 .         !
 1983.2!                           +    *     !!         .    .   0.         !
 1983.3!                             +*       !!         .    .0   .         !
 1983.4!                            +         !!         .    0    .         !
 1984.1!                           +          *!         .    .    .     0   !
 1984.2!                                  +*  !!         .    .0   .         !
 1984.3!                                +  *  !!         .    .  0 .         !
 1984.4!                                +     !!         .    0    .         !
 1985.1!                              +       *!         .    .    .  0      !
 1985.2!                               *   +  !!         .0   .    .         !
 1985.3!                             +*       !!         .    .0   .         !
 1985.4!                           *+         !!         .   0.    .         !
 1986.1!                         + *          !!         .    .0   .         !
 1986.2!                         +    *       !!         .    .    0         !
 1986.3!                            +  *      !!         .    .  0 .         !
 1986.4!                          *  +        !!         . 0  .    .         !
 1987.1!                         +*           !!         .    .0   .         !
 1987.2!                        +     *       !!         .    .    .0        !
 1987.3!                           *+         !!         .   0.    .         !
 1987.4!                         *+           !!         .   0.    .         !
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 1988.2!                        + *           !!         .    . 0  .         !
 1988.3!                         + *          !!         .    . 0  .         !
 1988.4!                         +*           !!         .    .0   .         !
 1989.1!                       * +            !!         .  0 .    .         !
 1989.2!                      + *             !!         .    . 0  .         !
 1989.3!                       +  *           !!         .    .  0 .         !
 1989.4!                     *  +             !!         . 0  .    .         !
 1990.1!                     +  *             !!         .    .  0 .         !
 1990.2!                   *   +              !!         .0   .    .         !
 1990.3!                   +   *              !!         .    .  0 .         !
 1990.4!                 *    +               !!         0    .    .         !
 1991.1!                 *+                   !!         .    0    .         !
 1991.2!                  +    *              !!         .    .    .0        !
 1991.3!                       +        *     !!         .    .    .   0     !
 1991.4!                       *     +        !!        0.    .    .         !
 1992.1!                      +  *            !!         .    . 0  .         !
 1992.2!                    *   +             !!         .0   .    .         !
 1992.3!                    +                 !!         .    .0   .         !
 1992.4!                  * +                 !!         .  0 .    .         !
 1993.1!                  +*                  !!         .    .0   .         !
 1993.2!                   +      *           !!         .    .    . 0       !
 1993.3!                         +            !!         .    0    .         !
 1993.4!                        +  *          !!         .    .  0 .         !
 1994.1!                         +     *      !!         .    .    .0        !
 1994.2!                          *  +        !!         . 0  .    .         !
 1994.3!                        +             !!         .    0    .         !
 1994.4!                       +              !!         .   0.    .         !
 1995.1!                      +*              !!         .    .0   .         !
 1995.2!                   *  +               !!         . 0  .    .         !
 1995.3!                   +*                 !!         .    .0   .         !
 1995.4!                 *  +                 !!         . 0  .    .         !
 1996.1!                 +*                   !!         .    .0   .         !
 1996.2!                   +      *           !!         .    .    . 0       !
 1996.3!                       * +            !!         .  0 .    .         !
 1996.4!                     *+               !!         .  0 .    .         !
 1997.1!               *    +                 !!         0    .    .         !
 1997.2!                +*                    !!         .    .0   .         !
 1997.3!                 +    *               !!         .    .   0.         !
 1997.4!                   * +                !!         .  0 .    .         !
 1998.1!                   + *                !!         .    . 0  .         !
 1998.2!                    + *               !!         .    . 0  .         !
 1998.3!                      +  *            !!         .    .   0.         !
 1998.4!                        +             !!         .    0    .         !
 1999.1!                  *    +              !!        0.    .    .         !
 1999.2!              *   +                   !!         .0   .    .         !
 1999.3!               +*                     !!         .    . 0  .         !
 1999.4!               * +                    !!         .   0.    .         !
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 2000.3!           *    +                     !!         0    .    .         !
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 2002.1!   *  +                               !!         . 0  .    .         !
 2002.2*      +                               !!        0.    .    .         !
 2002.3!   +  *                               !!         .    .  0 .         !
 2002.4!     *  +                             !!         . 0  .    .         !
 2003.1!     * +                              !!         .  0 .    .         !
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 2004.2!             +  *                     !!         .    . 0  .         !
 2004.3!                +                     !!         .   0.    .         !
 2004.4!         *      +                     !!       0 .    .    .         !
 2005.1!     *     +                          !!         0    .    .         !
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 2005.3!         * +                          !!         . 0  .    .         !
 2005.4!      *    +                          !!         .0   .    .         !
 2006.1!        *+                            !!         .    0    .         !
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 2006.3!           +  *                       !!         .    .  0 .         !
 2006.4!      *        +                      !!      0  .    .    .         !
 2007.1!        *+                            !!         .   0.    .         !
 2007.2!        * +                           !!         .  0 .    .         !
 2007.3!       *  +                           !!         . 0  .    .         !
 2007.4!        *+                            !!         .   0.    .         !
 2008.1!         *+                           !!         .   0.    .         !
 2008.2!          +     *                     !!         .    .    0         !
 2008.3!     *           +                    !!   0     .    .    .         !
 2008.4!       *+                             !!         .   0.    .         !
 2009.1!     *   +                            !!         0    .    .         !
 2009.2!   *   +                              !!         .0   .    .         !
 2009.3!      +  *                            !!         .    .  0 .         !
 2009.4!           +                          !!         .   0.    .         !
 2010.1!       *    +                         !!         0    .    .         !
 2010.2!       * +                            !!         . 0  .    .         !
 2010.3!        *+                            !!         .   0.    .         !
 2010.4!        * +                           !!         .  0 .    .         !
 2011.1!          +   *                       !!         .    .   0.         !
 2011.2!           *   +                      !!         .0   .    .         !
 2011.3!             + *                      !!         .    .  0 .         !
 2011.4!                +                     !!         .    0    .         !
 2012.1!             *   +                    !!         . 0  .    .         !
 2012.2!              +                       !!         .    0    .         !
 2012.3!              *+                      !!         .    0    .         !
 2012.4!            *  +                      !!         . 0  .    .         !


     26.06 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGRIR=GRPX$Q/IRPMM;                                                     
 GENR LAAGRIR=LOG(AAGRIR+.00001);                                             
 GENR LAGRIR=LOG(AGRIR+.00001);                                               
 LHS AAGRIR=EXP(LAAGRIR)-.00001;                                              
  EQ 1102 LAAGRIR C LAGRIR(-1) PGRIR;                                         
EQUATION 879  LAAGRIR  
   RHS     C  LAGRIR(-1)  PGRIR  
 SMPL 1969.4 2012.4;                                                          
Sample period is now  1969.4 to  2012.4 Internally:    72 to   244
 OLS;EST  879 PLOT=0;END;                                                     

Equation number =  879
**********************

Dependent variable = LAAGRIR 

 1969.4 -   2012.4,    0 missing obs.,  173 obs. used.

Mean of dependent variable       -7.247079818

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.739348724       0.400938714  -6.83234     1.000000
13046 LAGRIR  ( -1)       0.500977128       0.067617453   7.40899    -7.249898
13044 PGRIR   (  0)      -0.857328620       0.207579429  -4.13012     1.021427

SE of equation            =     0.467951860
Sum of squared residuals  =  37.2264204       0.160662594E-10
Average absolute error    =     0.336580909
Sum of ABS residuals      =  58.2284972    
R squared                 =   0.50282
Durbin-Watson statistic   =   2.26116
SMPL and No. Obs.         = 1969.4   2012.4    173

Plot of actual(*) and fitted(+) values and residuals(0)


 1969.4!             +  *                     !!          .   .  0.          !
 1970.1!         *      +                     !!        0 .   .   .          !
 1970.2!         *   +                        !!          0   .   .          !
 1970.3!             +  *                     !!          .   . 0 .          !
 1970.4!               * +                    !!          . 0 .   .          !
 1971.1!        *        +                    !!      0   .   .   .          !
 1971.2!       *     +                        !!         0.   .   .          !
 1971.3!       *     +                        !!        0 .   .   .          !
 1971.4!             +                        !!          .   .0  .          !
 1972.1!       *        +                     !!     0    .   .   .          !
 1972.2!       *    +                         !!         0.   .   .          !
 1972.3!            + *                       !!          .   . 0 .          !
 1972.4!               +                      !!          .   0   .          !
 1973.1*              +                       !!0         .   .   .          !
 1973.2* +                                    !!          . 0 .   .          !
 1973.3!  +      *                            !!          .   .   . 0        !
 1973.4!     +          *                     !!          .   .   .     0    !
 1974.1!         +                            !!          .   0   .          !
 1974.2!         +   *                        !!          .   .  0.          !
 1974.3!        *   +                         !!          0   .   .          !
 1974.4!         *+                           !!          .  0.   .          !
 1975.1*           +                          !!   0      .   .   .          !
 1975.2!      *+                              !!          .  0.   .          !
 1975.3!          +  *                        !!          .   .  0.          !
 1975.4!              +                       !!          .   0   .          !
 1976.1*               +                      !!0         .   .   .          !
 1976.2!        +              *              !!          .   .   .         0!
 1976.3!           *       +                  !!       0  .   .   .          !
 1976.4!            +   *                     !!          .   .  0.          !
 1977.1!         *    +                       !!          0   .   .          !
 1977.2!         *  +                         !!          . 0 .   .          !
 1977.3!           +*                         !!          .   .0  .          !
 1977.4!              +     *                 !!          .   .   . 0        !
 1978.1!        *         +                   !!     0    .   .   .          !
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 1978.3!              +     *                 !!          .   .   .0         !
 1978.4!             *    +                   !!          0   .   .          !
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 1979.2!            +   *                     !!          .   .  0.          !
 1979.3!                +  *                  !!          .   .  0.          !
 1979.4!            *    +                    !!          0   .   .          !
 1980.1!               +                      !!          .   0   .          !
 1980.2!               * +                    !!          .  0.   .          !
 1980.3!                  +                   !!          .   0   .          !
 1980.4!               *   +                  !!          .0  .   .          !
 1981.1!             *    +                   !!         0.   .   .          !
 1981.2!                *+                    !!          .  0.   .          !
 1981.3!                  +     *             !!          .   .   . 0        !
 1981.4!                  *   +               !!          .0  .   .          !
 1982.1!                   +                  !!          .  0.   .          !
 1982.2!                    +  *              !!          .   .  0.          !
 1982.3!                      +  *            !!          .   .  0.          !
 1982.4!                      *+              !!          .  0.   .          !
 1983.1!                      +*              !!          .   .0  .          !
 1983.2!                      +  *            !!          .   .  0.          !
 1983.3!                        +   *         !!          .   .   .0         !
 1983.4!                         +*           !!          .   .0  .          !
 1984.1!                      *+              !!          .  0.   .          !
 1984.2!                      +*              !!          .   .0  .          !
 1984.3!                      +    *          !!          .   .   0          !
 1984.4!                        +    *        !!          .   .   .0         !
 1985.1!                        +    *        !!          .   .   0          !
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 1986.1!                           +    *     !!          .   .   .0         !
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 1986.4!                         +*           !!          .   .0  .          !
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 1988.1!        *                +            !0          .   .   .          !
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 1988.4!                 +                    !!          .   0   .          !
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 1989.3!              *       +               !!       0  .   .   .          !
 1989.4!                 +     *              !!          .   .   .0         !
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 1992.3!                     +  *             !!          .   .  0.          !
 1992.4!                       + *            !!          .   . 0 .          !
 1993.1!                        +             *!          .   .   .        0 !
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 1993.3!                      * +             !!          . 0 .   .          !
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 1995.1!                    *    +            !!          0   .   .          !
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 1995.3!                      +               !!          .   0   .          !
 1995.4!                      +        *      !!          .   .   .   0      !
 1996.1!                       *  +           !!          .0  .   .          !
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 2001.2!                   +    *             !!          .   .   0          !
 2001.3!                       +              !!          .   0   .          !
 2001.4!                   *  +               !!          .0  .   .          !
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 2002.2!                 * +                  !!          . 0 .   .          !
 2002.3!               *   +                  !!          .0  .   .          !
 2002.4!                 *+                   !!          .  0.   .          !
 2003.1!                   +    *             !!          .   .   .0         !
 2003.2!                      +*              !!          .   .0  .          !
 2003.3!                   * +                !!          . 0 .   .          !
 2003.4!                   +   *              !!          .   .   0          !
 2004.1!                     +*               !!          .   .0  .          !
 2004.2!                     +*               !!          .   .0  .          !
 2004.3!                  *  +                !!          .0  .   .          !
 2004.4!                  +   *               !!          .   .   0          !
 2005.1!                  *  +                !!          . 0 .   .          !
 2005.2!                   +*                 !!          .   .0  .          !
 2005.3!                *  +                  !!          .0  .   .          !
 2005.4!                  +                   !!          .   .0  .          !
 2006.1!                   +*                 !!          .   .0  .          !
 2006.2!                   +   *              !!          .   .   0          !
 2006.3!                     + *              !!          .   . 0 .          !
 2006.4!                     +    *           !!          .   .   0          !
 2007.1!                      +*              !!          .   .0  .          !
 2007.2!                    + *               !!          .   . 0 .          !
 2007.3!                   *+                 !!          .  0.   .          !
 2007.4!                  +  *                !!          .   .  0.          !
 2008.1!                  *+                  !!          .  0.   .          !
 2008.2!                 +    *               !!          .   .   .0         !
 2008.3!                   +  *               !!          .   . 0 .          !
 2008.4!                    +      *          !!          .   .   .  0       !
 2009.1!                      +               !!          .   0   .          !
 2009.2!                    +   *             !!          .   .   0          !
 2009.3!                    +*                !!          .   .0  .          !
 2009.4!                   +                  !!          .   .0  .          !
 2010.1!             *    +                   !!          0   .   .          !
 2010.2!               + *                    !!          .   . 0 .          !
 2010.3!                 +*                   !!          .   .0  .          !
 2010.4!                *+                    !!          .  0.   .          !
 2011.1!            *   +                     !!          0   .   .          !
 2011.2!              +*                      !!          .   .0  .          !
 2011.3!                +                     !!          .   0   .          !
 2011.4!                +                     !!          .   0   .          !
 2012.1!           *    +                     !!         0.   .   .          !
 2012.2!             *+                       !!          .  0.   .          !
 2012.3!              *+                      !!          .  0.   .          !
 2012.4!              *+                      !!          .  0.   .          !


     23.70 percent of the residuals exceed 1 SE
      6.36 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOIR=POPX$Q/IRPMM;                                                     
 GENR LAAPOIR=LOG(AAPOIR+.00001);                                             
 GENR LAPOIR=LOG(APOIR+.00001);                                               
 LHS AAPOIR=EXP(LAAPOIR)-.00001;                                              
  EQ 1103 LAAPOIR C LAPOIR(-1) PPOIR;                                         
EQUATION 880  LAAPOIR  
   RHS     C  LAPOIR(-1)  PPOIR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  880 PLOT=0;END;                                                     

Equation number =  880
**********************

Dependent variable = LAAPOIR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.079601060

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.414987446       0.269789562  -5.24478     1.000000
13049 LAPOIR  ( -1)       0.709764130       0.054600278  12.99928    -6.082840
13047 PPOIR   (  0)      -0.290401138       0.100462704  -2.89064     1.195697

SE of equation            =     0.216798709
Sum of squared residuals  =  8.69531081      -0.476063633E-11
Average absolute error    =     0.155095341
Sum of ABS residuals      =  29.1579242    
R squared                 =   0.68157
Durbin-Watson statistic   =   2.40553
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!           +*                         !!          .   .0  .          !
 1966.2!       *     +                        !!        0 .   .   .          !
 1966.3*          +                           !!   0      .   .   .          !
 1966.4!  *+                                  !!          .  0.   .          !
 1967.1*      +                               !!       0  .   .   .          !
 1967.2!   +*                                 !!          .   .0  .          !
 1967.3!       +*                             !!          .   .0  .          !
 1967.4!        * +                           !!          . 0 .   .          !
 1968.1!     *    +                           !!         0.   .   .          !
 1968.2!      *+                              !!          .  0.   .          !
 1968.3!       +   *                          !!          .   .   0          !
 1968.4!         * +                          !!          .0  .   .          !
 1969.1!  *       +                           !!      0   .   .   .          !
 1969.2!      +*                              !!          .   .0  .          !
 1969.3!    *    +                            !!         0.   .   .          !
 1969.4!       +                              !!          .   0   .          !
 1970.1!         +     *                      !!          .   .   .  0       !
 1970.2!               +    *                 !!          .   .   .0         !
 1970.3!              *   +                   !!          0   .   .          !
 1970.4!        *      +                      !!       0  .   .   .          !
 1971.1!          +    *                      !!          .   .   .0         !
 1971.2!             * +                      !!          .0  .   .          !
 1971.3!           *  +                       !!          .0  .   .          !
 1971.4!            +  *                      !!          .   .  0.          !
 1972.1!                +    *                !!          .   .   .0         !
 1972.2!                   +   *              !!          .   .   0          !
 1972.3!                    *+                !!          .  0.   .          !
 1972.4!                   +*                 !!          .   .0  .          !
 1973.1!       *           +                  !! 0        .   .   .          !
 1973.2!       +    *                         !!          .   .   . 0        !
 1973.3!           +    *                     !!          .   .   .0         !
 1973.4!         *   +                        !!          0   .   .          !
 1974.1!        +         *                   !!          .   .   .      0   !
 1974.2!                +                     !!          .   0   .          !
 1974.3!              *+                      !!          .  0.   .          !
 1974.4!             +           *            !!          .   .   .        0 !
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 1975.3!           +          *               !!          .   .   .       0  !
 1975.4!                * +                   !!          .0  .   .          !
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 1976.3!          +*                          !!          .   .0  .          !
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 1977.1!      +        *                      !!          .   .   .     0    !
 1977.2!        *      +                      !!       0  .   .   .          !
 1977.3!         *+                           !!          . 0 .   .          !
 1977.4!           +                          !!          .   0   .          !
 1978.1!    *        +                        !!     0    .   .   .          !
 1978.2!        +  *                          !!          .   .  0.          !
 1978.3!    *        +                        !!     0    .   .   .          !
 1978.4!     *  +                             !!          .0  .   .          !
 1979.1!         +      *                     !!          .   .   .   0      !
 1979.2!       *        +                     !!    0     .   .   .          !
 1979.3!          + *                         !!          .   . 0 .          !
 1979.4!             *+                       !!          . 0 .   .          !
 1980.1!           *   +                      !!         0.   .   .          !
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 1980.3!                +                     !!          .   0   .          !
 1980.4!             *    +                   !!         0.   .   .          !
 1981.1!          *     +                     !!        0 .   .   .          !
 1981.2!             +                        !!          .   0   .          !
 1981.3!             * +                      !!          . 0 .   .          !
 1981.4!              *+                      !!          .  0.   .          !
 1982.1!             *  +                     !!          .0  .   .          !
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 1982.3!               +  *                   !!          .   .  0.          !
 1982.4!               *  +                   !!          .0  .   .          !
 1983.1!        *       +                     !!     0    .   .   .          !
 1983.2!           +     *                    !!          .   .   .  0       !
 1983.3!                 +                    !!          .   0   .          !
 1983.4!                 +                    !!          .   0   .          !
 1984.1!                 +                    !!          .   0   .          !
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 1984.3!                 * +                  !!          . 0 .   .          !
 1984.4!                +  *                  !!          .   . 0 .          !
 1985.1!                 + *                  !!          .   . 0 .          !
 1985.2!                  +*                  !!          .   0   .          !
 1985.3!                  +        *          !!          .   .   .     0    !
 1985.4!                     *   +            !!         0.   .   .          !
 1986.1!                    +  *              !!          .   .  0.          !
 1986.2!                      +   *           !!          .   .   0          !
 1986.3!                       *+             !!          .  0.   .          !
 1986.4!                     *+               !!          .  0.   .          !
 1987.1!                     + *              !!          .   . 0 .          !
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 1987.3!                      *+              !!          .  0.   .          !
 1987.4!                      +   *           !!          .   .   0          !
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 1988.2!                       +*             !!          .   .0  .          !
 1988.3!                       +  *           !!          .   .  0.          !
 1988.4!                        + *           !!          .   . 0 .          !
 1989.1!                        *+            !!          .  0.   .          !
 1989.2!                       +              !!          .   0   .          !
 1989.3!                      +  *            !!          .   .   0          !
 1989.4!                        +   *         !!          .   .   .0         !
 1990.1!                          +   *       !!          .   .   0          !
 1990.2!                           +  *       !!          .   .  0.          !
 1990.3!                            +         !!          .   0   .          !
 1990.4!                           +  *       !!          .   .   0          !
 1991.1!                            +  *      !!          .   .  0.          !
 1991.2!                           *+         !!          . 0 .   .          !
 1991.3!                         +  *         !!          .   .  0.          !
 1991.4!                          +  *        !!          .   .  0.          !
 1992.1!                           +   *      !!          .   .   0          !
 1992.2!                          * +         !!          . 0 .   .          !
 1992.3!                         +  *         !!          .   .  0.          !
 1992.4!                          +           !!          .   .0  .          !
 1993.1!                     *   +            !!          0   .   .          !
 1993.2!                     +*               !!          .   .0  .          !
 1993.3!                      + *             !!          .   . 0 .          !
 1993.4!                       + *            !!          .   . 0 .          !
 1994.1!                     *  +             !!          .0  .   .          !
 1994.2!                     +     *          !!          .   .   . 0        !
 1994.3!                          +  *        !!          .   .   0          !
 1994.4!                          *+          !!          .  0.   .          !
 1995.1!                         +            !!          .  0.   .          !
 1995.2!                       *+             !!          .  0.   .          !
 1995.3!                       + *            !!          .   . 0 .          !
 1995.4!                      * +             !!          .0  .   .          !
 1996.1!                      +*              !!          .   .0  .          !
 1996.2!                       +    *         !!          .   .   . 0        !
 1996.3!                        * +           !!          . 0 .   .          !
 1996.4!                        +             !!          .   .0  .          !
 1997.1!                        +             !!          .   .0  .          !
 1997.2!                    *  +              !!          0   .   .          !
 1997.3!                  * +                 !!          . 0 .   .          !
 1997.4!                   +  *               !!          .   . 0 .          !
 1998.1!                     +                !!          .   0   .          !
 1998.2!                     +*               !!          .   .0  .          !
 1998.3!                      +*              !!          .   .0  .          !
 1998.4!                      +*              !!          .   .0  .          !
 1999.1!                      + *             !!          .   .0  .          !
 1999.2!                       +              !!          .   0   .          !
 1999.3!                    * +               !!          . 0 .   .          !
 1999.4!                    +  *              !!          .   .  0.          !
 2000.1!                     *+               !!          .  0.   .          !
 2000.2!                *    +                !!         0.   .   .          !
 2000.3!                 +                    !!          .   0   .          !
 2000.4!              *   +                   !!          0   .   .          !
 2001.1!                + *                   !!          .   . 0 .          !
 2001.2!                  +*                  !!          .   0   .          !
 2001.3!                  *+                  !!          .  0.   .          !
 2001.4!                 *+                   !!          .  0.   .          !
 2002.1!                  + *                 !!          .   . 0 .          !
 2002.2!                   +*                 !!          .   0   .          !
 2002.3!                    +                 !!          .   .0  .          !
 2002.4!                    +*                !!          .   .0  .          !
 2003.1!                     +*               !!          .   . 0 .          !
 2003.2!                      + *             !!          .   . 0 .          !
 2003.3!                       +              !!          .   0   .          !
 2003.4!                       +*             !!          .   . 0 .          !
 2004.1!                        +             !!          .   .0  .          !
 2004.2!                        +*            !!          .   . 0 .          !
 2004.3!                        +  *          !!          .   . 0 .          !
 2004.4!                          +           !!          .   .0  .          !
 2005.1!                      *  +            !!          0   .   .          !
 2005.2!                      + *             !!          .   . 0 .          !
 2005.3!                      *+              !!          . 0 .   .          !
 2005.4!                     *+               !!          .  0.   .          !
 2006.1!                      +*              !!          .   . 0 .          !
 2006.2!                      *+              !!          .  0.   .          !
 2006.3!                      + *             !!          .   .0  .          !
 2006.4!                       +*             !!          .   .0  .          !
 2007.1!                       +              !!          .   0   .          !
 2007.2!                      *+              !!          .  0.   .          !
 2007.3!                       +              !!          .   .0  .          !
 2007.4!                       +*             !!          .   .0  .          !
 2008.1!                        +             *!          .   .   .          0
 2008.2!                           *      +   !!       0  .   .   .          !
 2008.3!                          +*          !!          .   0   .          !
 2008.4!                         +            !!          .  0.   .          !
 2009.1!                 *      +             !!       0  .   .   .          !
 2009.2!                  + *                 !!          .   . 0 .          !
 2009.3!                    +      *          !!          .   .   .  0       !
 2009.4!                      *  +            !!          0   .   .          !
 2010.1!            *         +               !!   0      .   .   .          !
 2010.2!              +   *                   !!          .   .   0          !
 2010.3!                   +                  !!          .   0   .          !
 2010.4!                  * +                 !!          .  0.   .          !
 2011.1!                  *+                  !!          . 0 .   .          !
 2011.2!                   +   *              !!          .   .   0          !
 2011.3!                      *+              !!          .  0.   .          !
 2011.4!                      +               !!          .   .0  .          !
 2012.1!                      +               !!          .   0   .          !
 2012.2!                      + *             !!          .   . 0 .          !
 2012.3!                *      +              !!      0   .   .   .          !
 2012.4!                  + *                 !!          .   .  0.          !


     23.94 percent of the residuals exceed 1 SE
      7.98 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPIR=SPPX$Q/IRPMM;                                                     
 GENR LAASPIR=LOG(AASPIR+.00001);                                             
 GENR LASPIR=LOG(ASPIR+.00001);                                               
 LHS AASPIR=EXP(LAASPIR)-.00001;                                              
  EQ 1104 LAASPIR C LASPIR(-1) PSPIR;                                         
EQUATION 881  LAASPIR  
   RHS     C  LASPIR(-1)  PSPIR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  881 PLOT=0;END;                                                     

Equation number =  881
**********************

Dependent variable = LAASPIR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.780615221

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.670444950       0.144153110  -4.65092     1.000000
13052 LASPIR  ( -1)       0.757504176       0.047818374  15.84128    -4.789481
13050 PSPIR   (  0)      -0.406533503       0.095236428  -4.26868     1.185925

SE of equation            =     0.216578311
Sum of squared residuals  =  8.67764049       0.272271095E-11
Average absolute error    =     0.170905281
Sum of ABS residuals      =  32.1301928    
R squared                 =   0.89140
Durbin-Watson statistic   =   2.53526
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!   * +                                !!         .0   .    .         !
 1966.2!    +*                                !!         .    . 0  .         !
 1966.3!    * +                               !!         . 0  .    .         !
 1966.4!  +     *                             !!         .    .    .  0      !
 1967.1!     *  +                             !!         0    .    .         !
 1967.2!   *  +                               !!         .0   .    .         !
 1967.3! * +                                  !!         . 0  .    .         !
 1967.4!* +                                   !!         . 0  .    .         !
 1968.1! + *                                  !!         .    . 0  .         !
 1968.2! * +                                  !!         .0   .    .         !
 1968.3!* +                                   !!         . 0  .    .         !
 1968.4! +      *                             !!         .    .    .    0    !
 1969.1!        +   *                         !!         .    .    . 0       !
 1969.2!         *  +                         !!         .0   .    .         !
 1969.3!*        +                            !! 0       .    .    .         !
 1969.4!  +   *                               !!         .    .    0         !
 1970.1!       +  *                           !!         .    .   0.         !
 1970.2!         * +                          !!         .  0 .    .         !
 1970.3!   *       +                          !!  0      .    .    .         !
 1970.4!      +                               !!         .    .0   .         !
 1971.1!      * +                             !!         . 0  .    .         !
 1971.2!       * +                            !!         . 0  .    .         !
 1971.3!          +                           !!         .    .0   .         !
 1971.4!          * +                         !!         .  0 .    .         !
 1972.1!            +  *                      !!         .    .   0.         !
 1972.2!             * +                      !!         . 0  .    .         !
 1972.3!             +    *                   !!         .    .    .  0      !
 1972.4!                *+                    !!         .  0 .    .         !
 1973.1!     *         +                      !!0        .    .    .         !
 1973.2!  +   *                               !!         .    .    0         !
 1973.3!   + *                                !!         .    .  0 .         !
 1973.4! * +                                  !!         . 0  .    .         !
 1974.1+    *                                 !!         .    .    . 0       !
 1974.2*    +                                 !!       0 .    .    .         !
 1974.3! + *                                  !!         .    .  0 .         !
 1974.4!   +      *                           !!         .    .    .   0     !
 1975.1!         +*                           !!         .    .0   .         !
 1975.2!         +*                           !!         .    .0   .         !
 1975.3!      *  +                            !!         0    .    .         !
 1975.4!       +     *                        !!         .    .    .   0     !
 1976.1!           *  +                       !!         .0   .    .         !
 1976.2!        *   +                         !!        0.    .    .         !
 1976.3!          +      *                    !!         .    .    .    0    !
 1976.4!      *          +                    !0         .    .    .         !
 1977.1!        +    *                        !!         .    .    . 0       !
 1977.2!            * +                       !!         . 0  .    .         !
 1977.3!           *  +                       !!         .0   .    .         !
 1977.4!            *+                        !!         .   0.    .         !
 1978.1!              *+                      !!         .   0.    .         !
 1978.2!                +                     !!         .   0.    .         !
 1978.3!            *    +                    !!       0 .    .    .         !
 1978.4!            *+                        !!         .  0 .    .         !
 1979.1!       *     +                        !!     0   .    .    .         !
 1979.2!          +  *                        !!         .    .    0         !
 1979.3!               + *                    !!         .    .  0 .         !
 1979.4!               *  +                   !!         . 0  .    .         !
 1980.1!              *  +                    !!         0    .    .         !
 1980.2!                 +  *                 !!         .    .    0         !
 1980.3!                  *   +               !!        0.    .    .         !
 1980.4!                     +                !!         .    .0   .         !
 1981.1!                     *  +             !!         .0   .    .         !
 1981.2!                  *    +              !!       0 .    .    .         !
 1981.3!                     +  *             !!         .    .    0         !
 1981.4!                      *   +           !!        0.    .    .         !
 1982.1!                       *+             !!         .   0.    .         !
 1982.2!                      *  +            !!         .0   .    .         !
 1982.3!                       *+             !!         .  0 .    .         !
 1982.4!                         + *          !!         .    .  0 .         !
 1983.1!                            +  *      !!         .    .   0.         !
 1983.2!                             *  +     !!         . 0  .    .         !
 1983.3!                     *        +       !! 0       .    .    .         !
 1983.4!                        +*            !!         .    . 0  .         !
 1984.1!                          + *         !!         .    . 0  .         !
 1984.2!                             + *      !!         .    .  0 .         !
 1984.3!                           *   +      !!        0.    .    .         !
 1984.4!                          * +         !!         . 0  .    .         !
 1985.1!                         * +          !!         . 0  .    .         !
 1985.2!                       *   +          !!         0    .    .         !
 1985.3!                         + *          !!         .    .  0 .         !
 1985.4!                          * +         !!         . 0  .    .         !
 1986.1!                           +*         !!         .    .0   .         !
 1986.2!                          * +         !!         . 0  .    .         !
 1986.3!                          *+          !!         .   0.    .         !
 1986.4!                          +           !!         .   0.    .         !
 1987.1!                         * +          !!         . 0  .    .         !
 1987.2!                          +  *        !!         .    .    0         !
 1987.3!                           * +        !!         .  0 .    .         !
 1987.4!                         * +          !!         . 0  .    .         !
 1988.1!                          +    *      !!         .    .    . 0       !
 1988.2!                         *    +       !!        0.    .    .         !
 1988.3!                          +           !!         .    0    .         !
 1988.4!                          +   *       !!         .    .    0         !
 1989.1!                        *    +        !!       0 .    .    .         !
 1989.2!                        +         *   !!         .    .    .        0!
 1989.3!                         *      +     !!     0   .    .    .         !
 1989.4!                         +  *         !!         .    .  0 .         !
 1990.1!                         * +          !!         . 0  .    .         !
 1990.2!                *        +            !! 0       .    .    .         !
 1990.3!                  +    *              !!         .    .    . 0       !
 1990.4!                      *+              !!         .  0 .    .         !
 1991.1!                     * +              !!         . 0  .    .         !
 1991.2!                      +       *       !!         .    .    .     0   !
 1991.3!                          *  +        !!         .0   .    .         !
 1991.4!                       *  +           !!         .0   .    .         !
 1992.1!                      * +             !!         .  0 .    .         !
 1992.2!                     * +              !!         . 0  .    .         !
 1992.3!                     *+               !!         .   0.    .         !
 1992.4!                      +*              !!         .    .0   .         !
 1993.1!                     *  +             !!         .0   .    .         !
 1993.2!                       +        *     !!         .    .    .       0 !
 1993.3!                                +     !!         .    .0   .         !
 1993.4!                                + *   !!         .    .  0 .         !
 1994.1!                             *   +    !!        0.    .    .         !
 1994.2!                          *   +       !!         .0   .    .         !
 1994.3!                           +          !!         .   0.    .         !
 1994.4!                           +          *!         .    .    .         0
 1995.1!                                *   + !!        0.    .    .         !
 1995.2!                         *     +      !!     0   .    .    .         !
 1995.3!                          + *         !!         .    .  0 .         !
 1995.4!                          * +         !!         .0   .    .         !
 1996.1!                          +     *     !!         .    .    . 0       !
 1996.2!                              *+      !!         .   0.    .         !
 1996.3!                              +       !!         .    0    .         !
 1996.4!                              +*      !!         .    . 0  .         !
 1997.1!                               + *    !!         .    . 0  .         !
 1997.2!                           *    +     !!       0 .    .    .         !
 1997.3!                            + *       !!         .    . 0  .         !
 1997.4!                            * +       !!         .  0 .    .         !
 1998.1!                             +   *    !!         .    .    .0        !
 1998.2!                                +   * !!         .    .    0         !
 1998.3!                                  +   !!         .    0    .         !
 1998.4!                              *  +    !!         0    .    .         !
 1999.1!                              +   *   !!         .    .    .0        !
 1999.2!                                 +  * !!         .    .   0.         !
 1999.3!                                   +* !!         .    .0   .         !
 1999.4!                                 *+   !!         .  0 .    .         !
 2000.1!                                 +    *!         .    .    . 0       !
 2000.2!                                   * +!!         .  0 .    .         !
 2000.3!                                  +*  !!         .    .0   .         !
 2000.4!                                  +*  !!         .    .0   .         !
 2001.1!                                  +*  !!         .    .0   .         !
 2001.2!                                * +   !!         . 0  .    .         !
 2001.3!                               *+     !!         .   0.    .         !
 2001.4!                               +  *   !!         .    .   0.         !
 2002.1!                               * +    !!         . 0  .    .         !
 2002.2!                              *+      !!         .   0.    .         !
 2002.3!                              +  *    !!         .    .  0 .         !
 2002.4!                                +     *!         .    .    .  0      !
 2003.1!                                   *+ !!         .  0 .    .         !
 2003.2!                                 +   *!!         .    .    0         !
 2003.3!                                *  +  !!         . 0  .    .         !
 2003.4!                                + *   !!         .    .   0.         !
 2004.1!                                 +*   !!         .    .0   .         !
 2004.2!                                 + *  !!         .    .  0 .         !
 2004.3!                                  + * !!         .    .  0 .         !
 2004.4!                                  +  *!!         .    .    0         !
 2005.1!                                *  +  !!         .0   .    .         !
 2005.2!                               + *    !!         .    .  0 .         !
 2005.3!                                +*    !!         .    . 0  .         !
 2005.4!                                + *   !!         .    .  0 .         !
 2006.1!                                 + *  !!         .    .  0 .         !
 2006.2!                                 +    !!         .   0.    .         !
 2006.3!                                + *   !!         .    .   0.         !
 2006.4!                                 +    !!         .    0    .         !
 2007.1!                                + *   !!         .    .  0 .         !
 2007.2!                                + *   !!         .    . 0  .         !
 2007.3!                                + *   !!         .    . 0  .         !
 2007.4!                              * +     !!         .  0 .    .         !
 2008.1!                             +   *    !!         .    .   0.         !
 2008.2!                               +*     !!         .    .0   .         !
 2008.3!                               +  *   !!         .    .   0.         !
 2008.4!                             *  +     !!         .0   .    .         !
 2009.1!                            + *       !!         .    .  0 .         !
 2009.2!                             +*       !!         .    .0   .         !
 2009.3!                             +  *     !!         .    .    0         !
 2009.4!                              +       !!         .    0    .         !
 2010.1!                             +  *     !!         .    .   0.         !
 2010.2!                               +  *   !!         .    .    0         !
 2010.3!                                 +    !!         .    .0   .         !
 2010.4!                                +     !!         .    0    .         !
 2011.1!                              + *     !!         .    . 0  .         !
 2011.2!                              +   *   !!         .    .    0         !
 2011.3!                             *  +     !!         .0   .    .         !
 2011.4!                             + *      !!         .    .   0.         !
 2012.1!                              +*      !!         .    .0   .         !
 2012.2!                              +*      !!         .    .0   .         !
 2012.3!                              + *     !!         .    .  0 .         !
 2012.4!                               + *    !!         .    .  0 .         !


     22.87 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ  1105 LAANZIR C LANZIR(-1) PNZIR;SMPL 1972.3 2012.4;OLS;EST 1105 PLOT=0;EN
@@EQ 1106 LAASAIR C LASAIR(-1) PSAIR;SMPL 1989.3 2012.4;OLS;EST 1106 PLOT=0;EN
@@EQ 1107 LAAVEIR C LAVEIR(-1) PVEIR;SMPL 1998.3 2012.4;OLS;EST 1107 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCOIR=COPX$Q/IRPMM;                                                     
 GENR LAACOIR=LOG(AACOIR+.00001);                                             
 GENR LACOIR=LOG(ACOIR+.00001);                                               
 LHS AACOIR=EXP(LAACOIR)-.00001;                                              
  EQ 1108 LAACOIR C LACOIR(-1) PCOIR;                                         
EQUATION 882  LAACOIR  
   RHS     C  LACOIR(-1)  PCOIR  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  882 PLOT=0;END;                                                     

Equation number =  882
**********************

Dependent variable = LAACOIR 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -7.081704185

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.219156008       0.491574013  -4.51439     1.000000
13055 LACOIR  ( -1)       0.641927093       0.072581841   8.84418    -7.103497
13053 PCOIR   (  0)      -0.251410301       0.156510714  -1.60635     1.203695

SE of equation            =     0.532511552
Sum of squared residuals  =  34.8789320      -0.118953736E-10
Average absolute error    =     0.403659010
Sum of ABS residuals      =  50.8610352    
R squared                 =   0.44848
Durbin-Watson statistic   =   2.03643
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3! *      +                             !!          0   .   .          !
 1981.4! *   +                                !!          . 0 .   .          !
 1982.1!*    +                                !!          .0  .   .          !
 1982.2!  * +                                 !!          . 0 .   .          !
 1982.3!    *+                                !!          .  0.   .          !
 1982.4! *     +                              !!          .0  .   .          !
 1983.1*     +                                !!          0   .   .          !
 1983.2!  * +                                 !!          .  0.   .          !
 1983.3!      +         *                     !!          .   .   . 0        !
 1983.4!        *     +                       !!          .0  .   .          !
 1984.1!         +          *                 !!          .   .   .  0       !
 1984.2!                 +  *                 !!          .   . 0 .          !
 1984.3!             *  +                     !!          . 0 .   .          !
 1984.4!            +      *                  !!          .   .   0          !
 1985.1!        *      +                      !!          0   .   .          !
 1985.2!         +   *                        !!          .   .  0.          !
 1985.3!           * +                        !!          .  0.   .          !
 1985.4!        *  +                          !!          . 0 .   .          !
 1986.1!       *+                             !!          .   0   .          !
 1986.2!        +   *                         !!          .   . 0 .          !
 1986.3!            +  *                      !!          .   . 0 .          !
 1986.4!              +*                      !!          .   .0  .          !
 1987.1!             * +                      !!          .  0.   .          !
 1987.2!              +  *                    !!          .   . 0 .          !
 1987.3!               *+                     !!          .  0.   .          !
 1987.4!            *  +                      !!          . 0 .   .          !
 1988.1!             +          *             !!          .   .   . 0        !
 1988.2!                   * +                !!          .  0.   .          !
 1988.3!                 + *                  !!          .   .0  .          !
 1988.4!                  +                   !!          .   0   .          !
 1989.1!               * +                    !!          .  0.   .          !
 1989.2!               +*                     !!          .   .0  .          !
 1989.3!                 +   *                !!          .   . 0 .          !
 1989.4!                    +         *       !!          .   .   . 0        !
 1990.1!                       * +            !!          .  0.   .          !
 1990.2!                     + *              !!          .   .0  .          !
 1990.3!                     +     *          !!          .   .  0.          !
 1990.4!                   *   +              !!          . 0 .   .          !
 1991.1!                   +    *             !!          .   .  0.          !
 1991.2!                    * +               !!          .  0.   .          !
 1991.3!                  *+                  !!          .  0.   .          !
 1991.4!                  +      *            !!          .   .   0          !
 1992.1!                       +   *          !!          .   . 0 .          !
 1992.2!                        +  *          !!          .   . 0 .          !
 1992.3!                        + *           !!          .   .0  .          !
 1992.4!                     *  +             !!          .  0.   .          !
 1993.1!                    +    *            !!          .   . 0 .          !
 1993.2!                       +      *       !!          .   .   0          !
 1993.3!                          +   *       !!          .   .  0.          !
 1993.4!                          +     *     !!          .   .  0.          !
 1994.1!                      *    +          !!          .0  .   .          !
 1994.2!                    +  *              !!          .   . 0 .          !
 1994.3!                    +                 !!          .   0   .          !
 1994.4!               *   +                  !!          . 0 .   .          !
 1995.1!                +    *                !!          .   .  0.          !
 1995.2!              *    +                  !!          .0  .   .          !
 1995.3!             * +                      !!          .  0.   .          !
 1995.4!               +      *               !!          .   .   0          !
 1996.1!                   * +                !!          .  0.   .          !
 1996.2!               *  +                   !!          . 0 .   .          !
 1996.3!                +          *          !!          .   .   . 0        !
 1996.4!                       *+             !!          .   0   .          !
 1997.1!                    *+                !!          .   0   .          !
 1997.2!                  +*                  !!          .   .0  .          !
 1997.3!                  +         *         !!          .   .   . 0        !
 1997.4!                     *  +             !!          . 0 .   .          !
 1998.1!                 * +                  !!          .  0.   .          !
 1998.2!                 + *                  !!          .   .0  .          !
 1998.3!             *     +                  !!          .0  .   .          !
 1998.4!               +  *                   !!          .   . 0 .          !
 1999.1!                  + *                 !!          .   .0  .          !
 1999.2!                   +*                 !!          .   .0  .          !
 1999.3!               *   +                  !!          . 0 .   .          !
 1999.4!                +      *              !!          .   .   0          !
 2000.1!                  *  +                !!          . 0 .   .          !
 2000.2!           *      +                   !!          0   .   .          !
 2000.3!            *+                        !!          .  0.   .          !
 2000.4!         *   +                        !!          .0  .   .          !
 2001.1!          * +                         !!          .  0.   .          !
 2001.2!      *     +                         !!          0   .   .          !
 2001.3!          + *                         !!          .   .0  .          !
 2001.4!           *  +                       !!          . 0 .   .          !
 2002.1!        *    +                        !!          .0  .   .          !
 2002.2!     *      +                         !!          0   .   .          !
 2002.3!    *     +                           !!          .0  .   .          !
 2002.4!         +*                           !!          .   .0  .          !
 2003.1!        *    +                        !!          .0  .   .          !
 2003.2!    *      +                          !!          0   .   .          !
 2003.3! *       +                            !!         0.   .   .          !
 2003.4! *     +                              !!          .0  .   .          !
 2004.1!       +                              !!          .   0   .          !
 2004.2!           +    *                     !!          .   .  0.          !
 2004.3!               * +                    !!          .  0.   .          !
 2004.4!               *+                     !!          .  0.   .          !
 2005.1!                +                     !!          .   0   .          !
 2005.2!                 + *                  !!          .   .0  .          !
 2005.3!             *    +                   !!          .0  .   .          !
 2005.4!       *      +                       !!          0   .   .          !
 2006.1!        * +                           !!          . 0 .   .          !
 2006.2!           +                          !!          .   0   .          !
 2006.3!             +      *                 !!          .   .   0          !
 2006.4!     *             +                  !!      0   .   .   .          !
 2007.1!   *     +                            !!          0   .   .          !
 2007.2!      * +                             !!          .  0.   .          !
 2007.3! *        +                           !!         0.   .   .          !
 2007.4!*      +                              !!          0   .   .          !
 2008.1!      +            *                  !!          .   .   .   0      !
 2008.2!          *       +                   !!         0.   .   .          !
 2008.3!   *        +                         !!         0.   .   .          !
 2008.4!       +  *                           !!          .   .0  .          !
 2009.1!            +          *              !!          .   .   . 0        !
 2009.2!                    +  *              !!          .   . 0 .          !
 2009.3!           *        +                 !!         0.   .   .          !
 2009.4!            +       *                 !!          .   .   .0         !
 2010.1!             *    +                   !!          .0  .   .          !
 2010.2!             +    *                   !!          .   .  0.          !
 2010.3!              * +                     !!          .  0.   .          !
 2010.4!              +    *                  !!          .   .  0.          !
 2011.1!                  +                   !!          .   0   .          !
 2011.2!                 +       *            !!          .   .   .0         !
 2011.3!                     + *              !!          .   .0  .          !
 2011.4!                    +            *    !!          .   .   .  0       !
 2012.1!       *                  +           !!   0      .   .   .          !
 2012.2!          +                           !!          .   0   .          !
 2012.3!          *+                          !!          .  0.   .          !
 2012.4!            +                         *!          .   .   .          0


     26.98 percent of the residuals exceed 1 SE
      3.97 percent of the residuals exceed 2 SE
@@EQ 1109 LAAJOIR C LAJOIR(-1) PJOIR;SMPL 1994.3 2012.4;OLS;EST 1109 PLOT=0;EN
@@EQ 1110 LAASYIR C LASYIR(-1) PSYIR;SMPL 2000.3 2012.4;OLS;EST 1110 PLOT=0;EN
@EQ  1111 LAAIDIR C LAIDIR(-1) PIDIR;SMPL 1966.1 2012.4;OLS;EST 1111 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAIR=MAPX$Q/IRPMM;                                                     
 GENR LAAMAIR=LOG(AAMAIR+.00001);                                             
 GENR LAMAIR=LOG(AMAIR+.00001);                                               
 LHS AAMAIR=EXP(LAAMAIR)-.00001;                                              
  EQ 1112 LAAMAIR C LAMAIR(-1) PMAIR;                                         
EQUATION 883  LAAMAIR  
   RHS     C  LAMAIR(-1)  PMAIR  
 SMPL 1977.3 2012.4;                                                          
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
 OLS;EST  883 PLOT=0;END;                                                     

Equation number =  883
**********************

Dependent variable = LAAMAIR 

 1977.3 -   2012.4,    0 missing obs.,  142 obs. used.

Mean of dependent variable       -5.957463847

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.271067558       0.142288311  -1.90506     1.000000
13058 LAMAIR  ( -1)       0.897458944       0.031032994  28.91951    -5.970112
13056 PMAIR   (  0)      -0.293549570       0.111847569  -2.62455     1.118944

SE of equation            =     0.325853992
Sum of squared residuals  =  14.7591345       0.355715457E-11
Average absolute error    =     0.220295188
Sum of ABS residuals      =  31.2819167    
R squared                 =   0.92278
Durbin-Watson statistic   =   2.64165
SMPL and No. Obs.         = 1977.3   2012.4    142

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.3!    +                                 !!           .  0  .           !
 1977.4!    +*                                !!           .  .0 .           !
 1978.1!     +                                !!           .  0  .           !
 1978.2!   * +                                !!           .0 .  .           !
 1978.3!  *+                                  !!           . 0.  .           !
 1978.4!  +                                   !!           .  0  .           !
 1979.1!  +    *                              !!           .  .  . 0         !
 1979.2!     *+                               !!           .  0  .           !
 1979.3*     +                                !!         0 .  .  .           !
 1979.4!+    *                                !!           .  .  . 0         !
 1980.1!     +*                               !!           .  0  .           !
 1980.2!      +   *                           !!           .  .  0           !
 1980.3!          +                           !!           .  0  .           !
 1980.4!         *+                           !!           . 0.  .           !
 1981.1!        * +                           !!           .0 .  .           !
 1981.2!      *  +                            !!           .0 .  .           !
 1981.3!      *+                              !!           . 0.  .           !
 1981.4!     *+                               !!           . 0.  .           !
 1982.1!      +                               !!           .  0  .           !
 1982.2! *    +                               !!         0 .  .  .           !
 1982.3!  +  *                                !!           .  .  0           !
 1982.4!      +  *                            !!           .  .  0           !
 1983.1!         +                            !!           .  0  .           !
 1983.2!          + *                         !!           .  . 0.           !
 1983.3!     *      +                         !!       0   .  .  .           !
 1983.4!     +  *                             !!           .  .  0           !
 1984.1!        +                             !!           .  0  .           !
 1984.2!      *+                              !!           . 0.  .           !
 1984.3!      +  *                            !!           .  .  0           !
 1984.4!         +                            !!           .  0  .           !
 1985.1!       * +                            !!           . 0.  .           !
 1985.2!      *+                              !!           . 0.  .           !
 1985.3!       +  *                           !!           .  .  0           !
 1985.4!        *  +                          !!           0  .  .           !
 1986.1!        *+                            !!           . 0.  .           !
 1986.2!       *  +                           !!           .0 .  .           !
 1986.3!         +  *                         !!           .  . 0.           !
 1986.4!             +*                       !!           .  .0 .           !
 1987.1!          *    +                      !!          0.  .  .           !
 1987.2!       *    +                         !!         0 .  .  .           !
 1987.3!        +                             !!           .  0  .           !
 1987.4!          + *                         !!           .  . 0.           !
 1988.1!            * +                       !!           . 0.  .           !
 1988.2!            *+                        !!           .0 .  .           !
 1988.3!             +                        !!           .  .0 .           !
 1988.4!             * +                      !!           . 0.  .           !
 1989.1!            *  +                      !!           0  .  .           !
 1989.2!            *+                        !!           . 0.  .           !
 1989.3!             +   *                    !!           .  .  .0          !
 1989.4!                 *+                   !!           . 0.  .           !
 1990.1!                 *+                   !!           . 0.  .           !
 1990.2!           *      +                   !!       0   .  .  .           !
 1990.3!             +     *                  !!           .  .  . 0         !
 1990.4!                  * +                 !!           .0 .  .           !
 1991.1!                   +                  !!           .  0  .           !
 1991.2!                    +*                !!           .  .0 .           !
 1991.3!                   *  +               !!           0  .  .           !
 1991.4!                    +*                !!           .  .0 .           !
 1992.1!                   * +                !!           .0 .  .           !
 1992.2!                    +*                !!           .  .0 .           !
 1992.3!                    * +               !!           . 0.  .           !
 1992.4!                     +*               !!           .  .0 .           !
 1993.1!                      + *             !!           .  .0 .           !
 1993.2!                        +*            !!           .  .0 .           !
 1993.3!                        *+            !!           . 0.  .           !
 1993.4!                         + *          !!           .  . 0.           !
 1994.1!                         * +          !!           .0 .  .           !
 1994.2!                      *  +            !!          0.  .  .           !
 1994.3!                      +               *!           .  .  .           0
 1994.4!                            *       + !!      0    .  .  .           !
 1995.1!                           +   *      !!           .  .  .0          !
 1995.2!                               +      !!           .  .0 .           !
 1995.3!                              + *     !!           .  .0 .           !
 1995.4!                               +*     !!           .  .0 .           !
 1996.1!                               +*     !!           .  0  .           !
 1996.2!                               +      !!           .  0  .           !
 1996.3!                              +  *    !!           .  . 0.           !
 1996.4!                                +     !!           .  0  .           !
 1997.1!                               + *    !!           .  . 0.           !
 1997.2!                               *+     !!           . 0.  .           !
 1997.3!                               +      !!           .  0  .           !
 1997.4!                              + *     !!           .  . 0.           !
 1998.1!                               *+     !!           . 0.  .           !
 1998.2!                              +*      !!           .  .0 .           !
 1998.3!                               +  *   !!           .  .  0           !
 1998.4!                                 + *  !!           .  . 0.           !
 1999.1!                                  +*  !!           .  .0 .           !
 1999.2!                                  +   !!           .  0  .           !
 1999.3!                                 +*   !!           .  .0 .           !
 1999.4!                                 +*   !!           .  .0 .           !
 2000.1!                                 +    !!           .  0  .           !
 2000.2!                             *  +     !!           0  .  .           !
 2000.3!                             +        !!           .  0  .           !
 2000.4!                            + *       !!           .  . 0.           !
 2001.1!                             + *      !!           .  . 0.           !
 2001.2!                            * +       !!           .0 .  .           !
 2001.3!                           +          !!           .  0  .           !
 2001.4!                          +*          !!           .  .0 .           !
 2002.1!                          +           !!           .  0  .           !
 2002.2!                       * +            !!           .0 .  .           !
 2002.3!                       +   *          !!           .  .  0           !
 2002.4!                          + *         !!           .  . 0.           !
 2003.1!                           *+         !!           . 0.  .           !
 2003.2!                         * +          !!           . 0.  .           !
 2003.3!                        *+            !!           . 0.  .           !
 2003.4!                        +*            !!           .  .0 .           !
 2004.1!                         +*           !!           .  0  .           !
 2004.2!                        *+            !!           . 0.  .           !
 2004.3!                        +   *         !!           .  .  0           !
 2004.4!                           + *        !!           .  . 0.           !
 2005.1!                            *+        !!           . 0.  .           !
 2005.2!                            +         !!           .  0  .           !
 2005.3!                          * +         !!           . 0.  .           !
 2005.4!                          + *         !!           .  . 0.           !
 2006.1!                          * +         !!           . 0.  .           !
 2006.2!                          +           !!           .  0  .           !
 2006.3!                          +*          !!           .  .0 .           !
 2006.4!                           +*         !!           .  .0 .           !
 2007.1!                           *+         !!           . 0.  .           !
 2007.2!                           +          !!           .  0  .           !
 2007.3!                          *+          !!           .  0  .           !
 2007.4!                          +*          !!           .  .0 .           !
 2008.1!                           +          !!           .  0  .           !
 2008.2!                           +          !!           . 0.  .           !
 2008.3!                          *+          !!           . 0.  .           !
 2008.4!                         *+           !!           .  0  .           !
 2009.1!                       * +            !!           .0 .  .           !
 2009.2!                      *+              !!           .0 .  .           !
 2009.3!                      +   *           !!           .  .  .0          !
 2009.4!                          +*          !!           .  .0 .           !
 2010.1!                     *    +           !!         0 .  .  .           !
 2010.2!                     +                !!           .  0  .           !
 2010.3!                     +  *             !!           .  . 0.           !
 2010.4!                      * +             !!           . 0.  .           !
 2011.1!                     * +              !!           .0 .  .           !
 2011.2!                     +  *             !!           .  . 0.           !
 2011.3!                      * +             !!           .0 .  .           !
 2011.4!                    *  +              !!           0  .  .           !
 2012.1!                    +                 !!           .  0  .           !
 2012.2!                     +*               !!           .  .0 .           !
 2012.3!                    *  +              !!           .0 .  .           !
 2012.4!                    *+                !!           . 0.  .           !


     20.42 percent of the residuals exceed 1 SE
      5.63 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPAIR=PAPX$Q/IRPMM;                                                     
 GENR LAAPAIR=LOG(AAPAIR+.00001);                                             
 GENR LAPAIR=LOG(APAIR+.00001);                                               
 LHS AAPAIR=EXP(LAAPAIR)-.00001;                                              
  EQ 1113 LAAPAIR C LAPAIR(-1) PPAIR;                                         
EQUATION 884  LAAPAIR  
   RHS     C  LAPAIR(-1)  PPAIR  
 SMPL 1978.3 2012.4;                                                          
Sample period is now  1978.3 to  2012.4 Internally:   107 to   244
 OLS;EST  884 PLOT=0;END;                                                     

Equation number =  884
**********************

Dependent variable = LAAPAIR 

 1978.3 -   2012.4,    0 missing obs.,  138 obs. used.

Mean of dependent variable       -8.009799565

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.340867773       0.514377955  -6.49497     1.000000
13061 LAPAIR  ( -1)       0.480171074       0.075154747   6.38910    -8.021995
13059 PPAIR   (  0)      -0.667435597       0.201097036  -3.31897     1.224091

SE of equation            =     0.429332775
Sum of squared residuals  =  24.8840953      -0.775646214E-11
Average absolute error    =     0.299366231
Sum of ABS residuals      =  41.3125399    
R squared                 =   0.43962
Durbin-Watson statistic   =   2.42001
SMPL and No. Obs.         = 1978.3   2012.4    138

Plot of actual(*) and fitted(+) values and residuals(0)


 1978.3!          +   *                       !!          .   .   0          !
 1978.4!             +    *                   !!          .   .   0          !
 1979.1!                + *                   !!          .   .0  .          !
 1979.2!              +          *            !!          .   .   .   0      !
 1979.3! *                  +                 !0          .   .   .          !
 1979.4!         +  *                         !!          .   . 0 .          !
 1980.1!      *         +                     !!      0   .   .   .          !
 1980.2!              +                  *    !!          .   .   .          0
 1980.3!         *                  +         !0          .   .   .          !
 1980.4!             *  +                     !!          .0  .   .          !
 1981.1!                  +*                  !!          .   0   .          !
 1981.2!             *     +                  !!         0.   .   .          !
 1981.3!  *             +                     !!   0      .   .   .          !
 1981.4!           +   *                      !!          .   .  0.          !
 1982.1*                  +                   !0          .   .   .          !
 1982.2!          *+                          !!          .   0   .          !
 1982.3!*               +                     !!  0       .   .   .          !
 1982.4!           +        *                 !!          .   .   . 0        !
 1983.1!             *       +                !!        0 .   .   .          !
 1983.2!          *      +                    !!        0 .   .   .          !
 1983.3!                +  *                  !!          .   .  0.          !
 1983.4!                   +         *        !!          .   .   .  0       !
 1984.1!                *       +             !!        0 .   .   .          !
 1984.2!                  +                   !!          .   0   .          !
 1984.3!                 *+                   !!          .  0.   .          !
 1984.4!                   +       *          !!          .   .   . 0        !
 1985.1!                      * +             !!          . 0 .   .          !
 1985.2!                    * +               !!          . 0 .   .          !
 1985.3!                     +                !!          .   0   .          !
 1985.4!                      +            *  !!          .   .   .     0    !
 1986.1!                            + *       !!          .   .0  .          !
 1986.2!                          +  *        !!          .   . 0 .          !
 1986.3!                      * +             !!          .  0.   .          !
 1986.4!                     +    *           !!          .   .   0          !
 1987.1!                       +          *   !!          .   .   .   0      !
 1987.2!                            +    *    !!          .   .   .0         !
 1987.3!                        *   +         !!          0   .   .          !
 1987.4!                        +          *  !!          .   .   .   0      !
 1988.1!                        *    +        !!          0   .   .          !
 1988.2!                        +       *     !!          .   .   . 0        !
 1988.3!                      *     +         !!          0   .   .          !
 1988.4!                        +        *    !!          .   .   .  0       !
 1989.1!                            *+        !!          .  0.   .          !
 1989.2!                           +  *       !!          .   . 0 .          !
 1989.3!                      *     +         !!         0.   .   .          !
 1989.4!                       +              !!          .   0   .          !
 1990.1!                        +             !!          .   0   .          !
 1990.2!                         +*           !!          .   .0  .          !
 1990.3!                      *    +          !!          0   .   .          !
 1990.4!                         +    *       !!          .   .   0          !
 1991.1!                            *+        !!          .  0.   .          !
 1991.2!                           +  *       !!          .   . 0 .          !
 1991.3!                       *    +         !!          0   .   .          !
 1991.4!                          +    *      !!          .   .   0          !
 1992.1!                            *+        !!          .  0.   .          !
 1992.2!                             +*       !!          .   .0  .          !
 1992.3!                              +*      !!          .   .0  .          !
 1992.4!                             +     *  !!          .   .   0          !
 1993.1!                           *   +      !!          .0  .   .          !
 1993.2!                      *     +         !!         0.   .   .          !
 1993.3!                 *       +            !!        0 .   .   .          !
 1993.4!                       +  *           !!          .   . 0 .          !
 1994.1!                      *    +          !!          0   .   .          !
 1994.2!                         +            !!          .   0   .          !
 1994.3!                        * +           !!          .  0.   .          !
 1994.4!                      *   +           !!          .0  .   .          !
 1995.1!               *        +             !!       0  .   .   .          !
 1995.2!                  *  +                !!          . 0 .   .          !
 1995.3!                      + *             !!          .   .0  .          !
 1995.4!                        *+            !!          .  0.   .          !
 1996.1!                      *  +            !!          . 0 .   .          !
 1996.2!                       *+             !!          .  0.   .          !
 1996.3!                        +             !!          .   0   .          !
 1996.4!                         *+           !!          .  0.   .          !
 1997.1!                      *   +           !!          .0  .   .          !
 1997.2!                    *   +             !!          .0  .   .          !
 1997.3!                    *+                !!          .  0.   .          !
 1997.4!                      +               !!          .   0   .          !
 1998.1!                      *+              !!          .  0.   .          !
 1998.2!                     * +              !!          .  0.   .          !
 1998.3!                      +               !!          .   0   .          !
 1998.4!                      *+              !!          .   0   .          !
 1999.1!                   *   +              !!          .0  .   .          !
 1999.2!                    *+                !!          .  0.   .          !
 1999.3!                     *+               !!          .  0.   .          !
 1999.4!                       *+             !!          .  0.   .          !
 2000.1!                     *  +             !!          .0  .   .          !
 2000.2!                     * +              !!          . 0 .   .          !
 2000.3!                       +              !!          .   0   .          !
 2000.4!                        +             !!          .   0   .          !
 2001.1!                        *+            !!          .  0.   .          !
 2001.2!                        *+            !!          .  0.   .          !
 2001.3!                        *+            !!          .   0   .          !
 2001.4!                         + *          !!          .   .0  .          !
 2002.1!                      *   +           !!          .0  .   .          !
 2002.2!                        +   *         !!          .   .  0.          !
 2002.3!                            + *       !!          .   . 0 .          !
 2002.4!                             + *      !!          .   .0  .          !
 2003.1!                             +        !!          .  0.   .          !
 2003.2!                            + *       !!          .   . 0 .          !
 2003.3!                             + *      !!          .   . 0 .          !
 2003.4!                            *+        !!          .  0.   .          !
 2004.1!                           *+         !!          .   0   .          !
 2004.2!                           +      *   !!          .   .   .0         !
 2004.3!                               +*     !!          .   .0  .          !
 2004.4!                              *+      !!          .  0.   .          !
 2005.1!                             +*       !!          .   .0  .          !
 2005.2!                             +*       !!          .   .0  .          !
 2005.3!                             +      * !!          .   .   .0         !
 2005.4!                             *  +     !!          . 0 .   .          !
 2006.1!                            *+        !!          .  0.   .          !
 2006.2!                             +    *   !!          .   .   0          !
 2006.3!                            *   +     !!          .0  .   .          !
 2006.4!                             +        !!          .   0   .          !
 2007.1!                            *+        !!          .  0.   .          !
 2007.2!                             +*       !!          .   .0  .          !
 2007.3!                          *   +       !!          .0  .   .          !
 2007.4!                            +*        !!          .   .0  .          !
 2008.1!                         *   +        !!          .0  .   .          !
 2008.2!                           +*         !!          .   0   .          !
 2008.3!                             +        !!          .   0   .          !
 2008.4!                            +       * !!          .   .   . 0        !
 2009.1!                               +      !!          .   0   .          !
 2009.2!                             +    *   !!          .   .   0          !
 2009.3!                               +      *!          .   .   .0         !
 2009.4!                                 +    *!          .   .  0.          !
 2010.1!                                 +*   !!          .   .0  .          !
 2010.2!                              +   *   !!          .   .  0.          !
 2010.3!                              + *     !!          .   . 0 .          !
 2010.4!                            +  *      !!          .   . 0 .          !
 2011.1!                            +     *   !!          .   .   .0         !
 2011.2!                              + *     !!          .   . 0 .          !
 2011.3!                            +  *      !!          .   . 0 .          !
 2011.4!                           +      *   !!          .   .   .0         !
 2012.1!                             +     *  !!          .   .   0          !
 2012.2!                             +  *     !!          .   .  0.          !
 2012.3!                            +    *    !!          .   .   0          !
 2012.4!                             +        !!          .   0   .          !


     22.46 percent of the residuals exceed 1 SE
      5.07 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPHIR=PHPX$Q/IRPMM;                                                     
 GENR LAAPHIR=LOG(AAPHIR+.00001);                                             
 GENR LAPHIR=LOG(APHIR+.00001);                                               
 LHS AAPHIR=EXP(LAAPHIR)-.00001;                                              
  EQ 1114 LAAPHIR C LAPHIR(-1) PPHIR;                                         
EQUATION 885  LAAPHIR  
   RHS     C  LAPHIR(-1)  PPHIR  
 SMPL 1978.2 2012.4;                                                          
Sample period is now  1978.2 to  2012.4 Internally:   106 to   244
 OLS;EST  885 PLOT=0;END;                                                     

Equation number =  885
**********************

Dependent variable = LAAPHIR 

 1978.2 -   2012.4,    0 missing obs.,  139 obs. used.

Mean of dependent variable       -7.329887524

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.366871671       0.318067661  -1.15344     1.000000
13064 LAPHIR  ( -1)       0.931794901       0.031308412  29.76181    -7.331050
13062 PPHIR   (  0)      -0.122721763       0.183911525  -0.66729     1.075450

SE of equation            =     0.360629945
Sum of squared residuals  =  17.6873382      -0.443556303E-11
Average absolute error    =     0.276769574
Sum of ABS residuals      =  38.4709708    
R squared                 =   0.86747
Durbin-Watson statistic   =   2.47879
SMPL and No. Obs.         = 1978.2   2012.4    139

Plot of actual(*) and fitted(+) values and residuals(0)


 1978.2*         +                            !0         .    .    .         !
 1978.3!+  *                                  !!         .    .   0.         !
 1978.4!    + *                               !!         .    .  0 .         !
 1979.1!       +*                             !!         .    .0   .         !
 1979.2!  *     +                             !!    0    .    .    .         !
 1979.3!   +     *                            !!         .    .    .   0     !
 1979.4!         +*                           !!         .    .0   .         !
 1980.1!           +*                         !!         .    . 0  .         !
 1980.2!         *   +                        !!       0 .    .    .         !
 1980.3!          +   *                       !!         .    .    . 0       !
 1980.4!               +                      !!         .    .0   .         !
 1981.1!            *   +                     !!        0.    .    .         !
 1981.2!           *+                         !!         .  0 .    .         !
 1981.3!            + *                       !!         .    .   0.         !
 1981.4!             * +                      !!         .  0 .    .         !
 1982.1!            * +                       !!         . 0  .    .         !
 1982.2!    *        +                        !! 0       .    .    .         !
 1982.3!     +      *                         !!         .    .    .    0    !
 1982.4!            + *                       !!         .    . 0  .         !
 1983.1!              +                       !!         .    0    .         !
 1983.2!              +                       !!         .    0    .         !
 1983.3!              +*                      !!         .    0    .         !
 1983.4!           *   +                      !!        0.    .    .         !
 1984.1!         *  +                         !!         .0   .    .         !
 1984.2!          +  *                        !!         .    .   0.         !
 1984.3!              +                       !!         .    0    .         !
 1984.4!              +  *                    !!         .    .   0.         !
 1985.1!                *+                    !!         .  0 .    .         !
 1985.2!           *    +                     !!       0 .    .    .         !
 1985.3!            +                         !!         .    0    .         !
 1985.4!          * +                         !!         .0   .    .         !
 1986.1!           +      *                   !!         .    .    .     0   !
 1986.2!                * +                   !!         .0   .    .         !
 1986.3!               *+                     !!         .  0 .    .         !
 1986.4!               + *                    !!         .    .  0 .         !
 1987.1!               *  +                   !!         .0   .    .         !
 1987.2!               +*                     !!         .    0    .         !
 1987.3!                +  *                  !!         .    .    0         !
 1987.4!               *    +                 !!       0 .    .    .         !
 1988.1!              *+                      !!         .  0 .    .         !
 1988.2!              + *                     !!         .    .  0 .         !
 1988.3!                 +*                   !!         .    .  0 .         !
 1988.4!                  *+                  !!         .   0.    .         !
 1989.1!             *     +                  !!      0  .    .    .         !
 1989.2!              +                       !!         .    0    .         !
 1989.3!            * +                       !!         . 0  .    .         !
 1989.4!             +*                       !!         .    .0   .         !
 1990.1!        *     +                       !!     0   .    .    .         !
 1990.2!         +     *                      !!         .    .    .    0    !
 1990.3!            *   +                     !!        0.    .    .         !
 1990.4!             +   *                    !!         .    .    . 0       !
 1991.1!              *   +                   !!        0.    .    .         !
 1991.2!            * +                       !!         . 0  .    .         !
 1991.3!             +   *                    !!         .    .    .0        !
 1991.4!                 +                    !!         .    0    .         !
 1992.1!                 *+                   !!         .   0.    .         !
 1992.2!                *+                    !!         .   0.    .         !
 1992.3!                 +                    !!         .    0    .         !
 1992.4!              *  +                    !!         .0   .    .         !
 1993.1!              +  *                    !!         .    .    0         !
 1993.2!                * +                   !!         .  0 .    .         !
 1993.3!                +    *                !!         .    .    .  0      !
 1993.4!                   * +                !!         .0   .    .         !
 1994.1!                   +                  !!         .    .0   .         !
 1994.2!                   + *                !!         .    . 0  .         !
 1994.3!                     +                !!         .    0    .         !
 1994.4!                    +                 !!         .   0.    .         !
 1995.1!                    + *               !!         .    .   0.         !
 1995.2!                      +  *            !!         .    .    0         !
 1995.3!                         +   *        !!         .    .    .0        !
 1995.4!                           *+         !!         .   0.    .         !
 1996.1!                          +           !!         .    0    .         !
 1996.2!                         +  *         !!         .    .  0 .         !
 1996.3!                           +          !!         .    0    .         !
 1996.4!                         *+           !!         .   0.    .         !
 1997.1!                         +  *         !!         .    .    0         !
 1997.2!                           +*         !!         .    .0   .         !
 1997.3!                           + *        !!         .    .  0 .         !
 1997.4!                            + *       !!         .    . 0  .         !
 1998.1!                             +  *     !!         .    .   0.         !
 1998.2!                               + *    !!         .    .  0 .         !
 1998.3!                                +    *!!         .    .    .  0      !
 1998.4!                                    + *!         .    .  0 .         !
 1999.1!                                     +!!         .    .0   .         !
 1999.2!                               *   +  !!        0.    .    .         !
 1999.3!                              +*      !!         .    .0   .         !
 1999.4!                              + *     !!         .    .   0.         !
 2000.1!                             * +      !!         .0   .    .         !
 2000.2!                            +*        !!         .    . 0  .         !
 2000.3!                            +         !!         .   0.    .         !
 2000.4!                           +  *       !!         .    .   0.         !
 2001.1!                             +*       !!         .    . 0  .         !
 2001.2!                            * +       !!         .  0 .    .         !
 2001.3!                            +*        !!         .    . 0  .         !
 2001.4!                         *  +         !!        0.    .    .         !
 2002.1!                        +   *         !!         .    .    0         !
 2002.2!                           +          !!         .    0    .         !
 2002.3!                          +    *      !!         .    .    .  0      !
 2002.4!                              +*      !!         .    .0   .         !
 2003.1!                              +   *   !!         .    .    .0        !
 2003.2!                                 +*   !!         .    .0   .         !
 2003.3!                              *  +    !!         .0   .    .         !
 2003.4!                             + *      !!         .    . 0  .         !
 2004.1!                            * +       !!         .  0 .    .         !
 2004.2!                            +*        !!         .    .0   .         !
 2004.3!                            +         !!         .    0    .         !
 2004.4!                           +*         !!         .    .0   .         !
 2005.1!                           *+         !!         .   0.    .         !
 2005.2!                         * +          !!         .  0 .    .         !
 2005.3!                         + *          !!         .    .   0.         !
 2005.4!                           +          !!         .    0    .         !
 2006.1!                         *+           !!         .  0 .    .         !
 2006.2!                      * +             !!         . 0  .    .         !
 2006.3!                      +               !!         .    0    .         !
 2006.4!                      +*              !!         .    . 0  .         !
 2007.1!                    *  +              !!         .0   .    .         !
 2007.2!                  * +                 !!         . 0  .    .         !
 2007.3!                  +*                  !!         .    .0   .         !
 2007.4!                   +                  !!         .    .0   .         !
 2008.1!               *   +                  !!        0.    .    .         !
 2008.2!              *+                      !!         .  0 .    .         !
 2008.3!              +  *                    !!         .    .   0.         !
 2008.4!             *   +                    !!        0.    .    .         !
 2009.1!             +*                       !!         .    . 0  .         !
 2009.2!              *+                      !!         .    0    .         !
 2009.3!            * +                       !!         .0   .    .         !
 2009.4!          * +                         !!         . 0  .    .         !
 2010.1!        * +                           !!         . 0  .    .         !
 2010.2!        +                             !!         .    0    .         !
 2010.3!         +*                           !!         .    .  0 .         !
 2010.4!           + *                        !!         .    .   0.         !
 2011.1!        *    +                        !!      0  .    .    .         !
 2011.2!         +    *                       !!         .    .    .   0     !
 2011.3!            *  +                      !!         . 0  .    .         !
 2011.4!          * +                         !!         . 0  .    .         !
 2012.1!           +  *                       !!         .    .   0.         !
 2012.2!              +*                      !!         .    .  0 .         !
 2012.3!           *   +                      !!        0.    .    .         !
 2012.4!          *+                          !!         .  0 .    .         !


     25.90 percent of the residuals exceed 1 SE
      5.04 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHIR=THPX$Q/IRPMM;                                                     
 GENR LAATHIR=LOG(AATHIR+.00001);                                             
 GENR LATHIR=LOG(ATHIR+.00001);                                               
 LHS AATHIR=EXP(LAATHIR)-.00001;                                              
  EQ 1115 LAATHIR C LATHIR(-1) PTHIR;                                         
EQUATION 886  LAATHIR  
   RHS     C  LATHIR(-1)  PTHIR  
 SMPL 1980.3 2012.4;                                                          
Sample period is now  1980.3 to  2012.4 Internally:   115 to   244
 OLS;EST  886 PLOT=0;END;                                                     

Equation number =  886
**********************

Dependent variable = LAATHIR 

 1980.3 -   2012.4,    0 missing obs.,  130 obs. used.

Mean of dependent variable       -6.533854917

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.144242231       0.435193719   0.33144     1.000000
13067 LATHIR  ( -1)       0.951386593       0.021716137  43.81012    -6.568969
13065 PTHIR   (  0)      -0.403661414       0.380028735  -1.06219     1.061455

SE of equation            =     0.358571387
Sum of squared residuals  =  16.3288269      -0.368984843E-10
Average absolute error    =     0.250609964
Sum of ABS residuals      =  32.5792953    
R squared                 =   0.93797
Durbin-Watson statistic   =   2.72786
SMPL and No. Obs.         = 1980.3   2012.4    130

Plot of actual(*) and fitted(+) values and residuals(0)


 1980.3*  +                                   !!         0.   .   .          !
 1980.4!+        *                            !!          .   .   .         0!
 1981.1!     *    +                           !!      0   .   .   .          !
 1981.2!      +  *                            !!          .   .   0          !
 1981.3!      *   +                           !!        0 .   .   .          !
 1981.4!       +*                             !!          .   .  0.          !
 1982.1!        * +                           !!          .0  .   .          !
 1982.2!      *  +                            !!        0 .   .   .          !
 1982.3!       +*                             !!          .   .0  .          !
 1982.4!         +    *                       !!          .   .   .   0      !
 1983.1!      *        +                      !!0         .   .   .          !
 1983.2!       +                              !!          .   0   .          !
 1983.3!        +*                            !!          .   .0  .          !
 1983.4!         +    *                       !!          .   .   .   0      !
 1984.1!        *      +                      !!    0     .   .   .          !
 1984.2!       * +                            !!          .0  .   .          !
 1984.3!    *   +                             !!       0  .   .   .          !
 1984.4!     +         *                      !!          .   .   .          0
 1985.1!         *     +                      !!    0     .   .   .          !
 1985.2!          + *                         !!          .   .  0.          !
 1985.3!          *  +                        !!        0 .   .   .          !
 1985.4!           +  *                       !!          .   .   .0         !
 1986.1!           *   +                      !!        0 .   .   .          !
 1986.2!          *  +                        !!         0.   .   .          !
 1986.3!           +  *                       !!          .   .   .0         !
 1986.4!               +                      !!          .   0   .          !
 1987.1!           *    +                     !!      0   .   .   .          !
 1987.2!            +   *                     !!          .   .   . 0        !
 1987.3!               * +                    !!          0   .   .          !
 1987.4!                +*                    !!          .   .  0.          !
 1988.1!                  +*                  !!          .   . 0 .          !
 1988.2!               *   +                  !!       0  .   .   .          !
 1988.3!               +                      !!          .   0   .          !
 1988.4!                +*                    !!          .   . 0 .          !
 1989.1!                  +*                  !!          .   . 0 .          !
 1989.2!                *  +                  !!         0.   .   .          !
 1989.3!                +   *                 !!          .   .   . 0        !
 1989.4!                    +                 !!          .   0   .          !
 1990.1!                 *  +                 !!          0   .   .          !
 1990.2!                * +                   !!          . 0 .   .          !
 1990.3!                 +   *                !!          .   .   . 0        !
 1990.4!                      +               !!          .   0   .          !
 1991.1!                      *+              !!          . 0 .   .          !
 1991.2!                     * +              !!          .0  .   .          !
 1991.3!                      +*              !!          .   .  0.          !
 1991.4!                       *+             !!          .  0.   .          !
 1992.1!                       *+             !!          . 0 .   .          !
 1992.2!                       +*             !!          .   0   .          !
 1992.3!                       *+             !!          . 0 .   .          !
 1992.4!                       +              !!          .   0   .          !
 1993.1!                       *+             !!          .  0.   .          !
 1993.2!                     * +              !!          .0  .   .          !
 1993.3!                      +               !!          .  0.   .          !
 1993.4!                   *  +               !!        0 .   .   .          !
 1994.1!                   +*                 !!          .   .0  .          !
 1994.2!                     +    *           !!          .   .   .   0      !
 1994.3!                         *+           !!          . 0 .   .          !
 1994.4!                       *  +           !!          .0  .   .          !
 1995.1!                        +   *         !!          .   .   . 0        !
 1995.2!                          * +         !!          0   .   .          !
 1995.3!                          + *         !!          .   . 0 .          !
 1995.4!                            +     *   !!          .   .   .    0     !
 1996.1!                                 +   *!!          .   .   .0         !
 1996.2!                                   *+ !!          . 0 .   .          !
 1996.3!                              *    +  !!       0  .   .   .          !
 1996.4!                              +  *    !!          .   .   0          !
 1997.1!                                 +*   !!          .   . 0 .          !
 1997.2!                                 + *  !!          .   . 0 .          !
 1997.3!                                  *+  !!          .  0.   .          !
 1997.4!                                  +*  !!          .   .0  .          !
 1998.1!                                 *+   !!          . 0 .   .          !
 1998.2!                                 +*   !!          .   . 0 .          !
 1998.3!                                  +*  !!          .   .0  .          !
 1998.4!                                   +  !!          .   .0  .          !
 1999.1!                                *  +  !!         0.   .   .          !
 1999.2!                                +     !!          .   0   .          !
 1999.3!                                +     !!          .   0   .          !
 1999.4!                                + *   !!          .   .  0.          !
 2000.1!                                * +   !!          .0  .   .          !
 2000.2!                               *+     !!          .  0.   .          !
 2000.3!                               + *    !!          .   .  0.          !
 2000.4!                                 +*   !!          .   . 0 .          !
 2001.1!                                  +   !!          .   0   .          !
 2001.2!                                 *+   !!          .  0.   .          !
 2001.3!                                 +  * !!          .   .   .0         !
 2001.4!                                   +  !!          .   0   .          !
 2002.1!                                 * +  !!          .0  .   .          !
 2002.2!                                 +    !!          .  0.   .          !
 2002.3!                                 +    !!          .   0   .          !
 2002.4!                                 +  * !!          .   .   .0         !
 2003.1!                                    + !!          .   .0  .          !
 2003.2!                                   *+ !!          . 0 .   .          !
 2003.3!                                   +* !!          .   . 0 .          !
 2003.4!                                    + *!          .   .  0.          !
 2004.1!                                      +!          .   0   .          !
 2004.2!                                    * +!          .0  .   .          !
 2004.3!                                    + !!          .  0.   .          !
 2004.4!                                    + !!          .   0   .          !
 2005.1!                                    + !!          .   .0  .          !
 2005.2!                                    + !!          .  0.   .          !
 2005.3!                                    + !!          .   .0  .          !
 2005.4!                                   *+ !!          .  0.   .          !
 2006.1!                                   + *!!          .   .  0.          !
 2006.2!                                     +!!          .   .0  .          !
 2006.3!                                     +*!          .   .0  .          !
 2006.4!                                      +!          .   0   .          !
 2007.1!                                    * +!          . 0 .   .          !
 2007.2!                                    + !!          .   0   .          !
 2007.3!                                    +*!!          .   .0  .          !
 2007.4!                                     +!!          .   .0  .          !
 2008.1!                                    *+!!          .  0.   .          !
 2008.2!                                    + !!          .   0   .          !
 2008.3!                                    + !!          .   0   .          !
 2008.4!                                    + !!          .   0   .          !
 2009.1!                                  *+  !!          .  0.   .          !
 2009.2!                                * +   !!          .0  .   .          !
 2009.3!                                + *   !!          .   .  0.          !
 2009.4!                                 +    !!          .   0   .          !
 2010.1!                                *+    !!          .  0.   .          !
 2010.2!                                +     !!          .   0   .          !
 2010.3!                               + *    !!          .   .  0.          !
 2010.4!                                +     !!          .   0   .          !
 2011.1!                                + *   !!          .   .  0.          !
 2011.2!                                 +    !!          .  0.   .          !
 2011.3!                                *+    !!          .  0.   .          !
 2011.4!                                +     !!          .   .0  .          !
 2012.1!                                + *   !!          .   .  0.          !
 2012.2!                                 +*   !!          .   .0  .          !
 2012.3!                                 +    !!          .   0   .          !
 2012.4!                                 +*   !!          .   . 0 .          !


     26.15 percent of the residuals exceed 1 SE
      4.62 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHIR=CHPX$Q/IRPMM;                                                     
 GENR LAACHIR=LOG(AACHIR+.00001);                                             
 GENR LACHIR=LOG(ACHIR+.00001);                                               
 LHS AACHIR=EXP(LAACHIR)-.00001;                                              
  EQ 1116 LAACHIR C LACHIR(-1) PCHIR;                                         
EQUATION 887  LAACHIR  
   RHS     C  LACHIR(-1)  PCHIR  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  887 PLOT=0;END;                                                     

Equation number =  887
**********************

Dependent variable = LAACHIR 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.431191195

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.103924223       0.266814592   0.38950     1.000000
13070 LACHIR  ( -1)       0.985737122       0.015975481  61.70313    -5.461694
13068 PCHIR   (  0)      -0.139157679       0.280129384  -0.49676     1.087408

SE of equation            =     0.249150544
Sum of squared residuals  =  7.63534722      -0.157935887E-10
Average absolute error    =     0.192175430
Sum of ABS residuals      =  24.2141042    
R squared                 =   0.97846
Durbin-Watson statistic   =   2.52486
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!  * +                                 !!         .0   .    .         !
 1981.4!   +                                  !!         .    0    .         !
 1982.1! * +                                  !!         0    .    .         !
 1982.2! +                                    !!         .    0    .         !
 1982.3!  +                                   !!         .    .0   .         !
 1982.4!  +*                                  !!         .    0    .         !
 1983.1! * +                                  !!         0    .    .         !
 1983.2!*+                                    !!         . 0  .    .         !
 1983.3!+  *                                  !!         .    .    . 0       !
 1983.4!   + *                                !!         .    .    0         !
 1984.1!   * +                                !!       0 .    .    .         !
 1984.2!   +*                                 !!         .    . 0  .         !
 1984.3*    +                                 !!  0      .    .    .         !
 1984.4+*                                     !!         .    .  0 .         !
 1985.1!+ *                                   !!         .    .   0.         !
 1985.2! *+                                   !!         .0   .    .         !
 1985.3! +*                                   !!         .    .  0 .         !
 1985.4!  +*                                  !!         .    .0   .         !
 1986.1!  *+                                  !!         . 0  .    .         !
 1986.2! *+                                   !!         .  0 .    .         !
 1986.3! +     *                              !!         .    .    .         0
 1986.4!      * +                             !!         0    .    .         !
 1987.1!     *+                               !!         .  0 .    .         !
 1987.2!    * +                               !!         0    .    .         !
 1987.3!    +                                 !!         .    0    .         !
 1987.4!     +                                !!         .    .0   .         !
 1988.1!   *  +                               !!      0  .    .    .         !
 1988.2!   + *                                !!         .    .   0.         !
 1988.3!    *+                                !!         .0   .    .         !
 1988.4!   *+                                 !!         .0   .    .         !
 1989.1!  *+                                  !!         . 0  .    .         !
 1989.2! *+                                   !!         . 0  .    .         !
 1989.3! *+                                   !!         .  0 .    .         !
 1989.4! +    *                               !!         .    .    .     0   !
 1990.1!   *  +                               !!       0 .    .    .         !
 1990.2!   *+                                 !!         .   0.    .         !
 1990.3!    +                                 !!         .    .0   .         !
 1990.4!     +  *                             !!         .    .    . 0       !
 1991.1!   *    +                             !! 0       .    .    .         !
 1991.2!    +    *                            !!         .    .    .        0!
 1991.3!      *   +                           !!    0    .    .    .         !
 1991.4!    * +                               !!        0.    .    .         !
 1992.1!   *+                                 !!         .  0 .    .         !
 1992.2!    +  *                              !!         .    .    . 0       !
 1992.3!       +                              !!         .    0    .         !
 1992.4!       + *                            !!         .    .    0         !
 1993.1!         *+                           !!         .    0    .         !
 1993.2!          +  *                        !!         .    .    .   0     !
 1993.3!              +*                      !!         .    .   0.         !
 1993.4!                +                     !!         .    . 0  .         !
 1994.1!               * +                    !!         0    .    .         !
 1994.2!              *+                      !!         . 0  .    .         !
 1994.3!              +*                      !!         .    . 0  .         !
 1994.4!                +*                    !!         .    .  0 .         !
 1995.1!                 +                    !!         .    .0   .         !
 1995.2!               *  +                   !!        0.    .    .         !
 1995.3!               +                      !!         .   0.    .         !
 1995.4!               +*                     !!         .    .0   .         !
 1996.1!             *  +                     !!      0  .    .    .         !
 1996.2!             +                        !!         .   0.    .         !
 1996.3!             +*                       !!         .    .  0 .         !
 1996.4!               +*                     !!         .    .  0 .         !
 1997.1!             *  +                     !!     0   .    .    .         !
 1997.2!             +  *                     !!         .    .    . 0       !
 1997.3!                +                     !!         .   0.    .         !
 1997.4!                +                     !!         .    .0   .         !
 1998.1!                 +                    !!         .    . 0  .         !
 1998.2!                *+                    !!         . 0  .    .         !
 1998.3!                + *                   !!         .    .    0         !
 1998.4!                   + *                !!         .    .    0         !
 1999.1!                 *   +                !!   0     .    .    .         !
 1999.2!                 +                    !!         .    .0   .         !
 1999.3!                  +                   !!         .    .0   .         !
 1999.4!                  +*                  !!         .    .0   .         !
 2000.1!                  *+                  !!         . 0  .    .         !
 2000.2!                  + *                 !!         .    .    . 0       !
 2000.3!                     +*               !!         .    .  0 .         !
 2000.4!                    * +               !!         .0   .    .         !
 2001.1!                    + *               !!         .    .   0.         !
 2001.2!                      +*              !!         .    .  0 .         !
 2001.3!                       +              !!         .    .0   .         !
 2001.4!                       + *            !!         .    .    0         !
 2002.1!                        *+            !!         . 0  .    .         !
 2002.2!                       *+             !!         .  0 .    .         !
 2002.3!                        +  *          !!         .    .    .  0      !
 2002.4!                           + *        !!         .    .    .0        !
 2003.1!                             +        !!         .    0    .         !
 2003.2!                             +*       !!         .    . 0  .         !
 2003.3!                              + *     !!         .    .   0.         !
 2003.4!                                +*    !!         .    .  0 .         !
 2004.1!                                *+    !!         .   0.    .         !
 2004.2!                                +*    !!         .    .0   .         !
 2004.3!                                 +*   !!         .    . 0  .         !
 2004.4!                                  +*  !!         .    .  0 .         !
 2005.1!                                  *+  !!         .   0.    .         !
 2005.2!                                   +  !!         .    0    .         !
 2005.3!                                   +* !!         .    . 0  .         !
 2005.4!                                    + !!         .    .0   .         !
 2006.1!                                   *+ !!         .   0.    .         !
 2006.2!                                    + !!         .    0    .         !
 2006.3!                                    +*!!         .    . 0  .         !
 2006.4!                                     +!!         .    . 0  .         !
 2007.1!                                    *+!!         .0   .    .         !
 2007.2!                                    + !!         .   0.    .         !
 2007.3!                                    + *!         .    .    0         !
 2007.4!                                     *+!         .   0.    .         !
 2008.1!                                    *+!!         .0   .    .         !
 2008.2!                                    + *!         .    .   0.         !
 2008.3!                                     *+!         .   0.    .         !
 2008.4!                                    *+!!         .0   .    .         !
 2009.1!                                 *  + !!        0.    .    .         !
 2009.2!                                *+    !!         .0   .    .         !
 2009.3!                                + *   !!         .    .    .0        !
 2009.4!                                *  +  !!        0.    .    .         !
 2010.1!                               *+     !!         .0   .    .         !
 2010.2!                               + *    !!         .    .    0         !
 2010.3!                                 +*   !!         .    .   0.         !
 2010.4!                                 * +  !!         . 0  .    .         !
 2011.1!                                *+    !!         .0   .    .         !
 2011.2!                                +     !!         .    .0   .         !
 2011.3!                                + *   !!         .    .   0.         !
 2011.4!                                  +   !!         .   0.    .         !
 2012.1!                                * +   !!         .0   .    .         !
 2012.2!                                +*    !!         .    . 0  .         !
 2012.3!                                 +    !!         .    . 0  .         !
 2012.4!                                 +    !!         .    0    .         !


     26.19 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
@@EQ 1117 LAAARIR C LAARIR(-1) PARIR;SMPL 1996.3 2012.4;OLS;EST 1117 PLOT=0;EN
@EQ  1118 LAABRIR C LABRIR(-1) PBRIR;SMPL 1981.3 2012.4;OLS;EST 1118 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCEIR=CEPX$Q/IRPMM;                                                     
 GENR LAACEIR=LOG(AACEIR+.00001);                                             
 GENR LACEIR=LOG(ACEIR+.00001);                                               
 LHS AACEIR=EXP(LAACEIR)-.00001;                                              
  EQ 1119 LAACEIR C LACEIR(-1) PCEIR;                                         
EQUATION 888  LAACEIR  
   RHS     C  LACEIR(-1)  PCEIR  
 SMPL 1990.3 2012.4;                                                          
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
 OLS;EST  888 PLOT=0;END;                                                     

Equation number =  888
**********************

Dependent variable = LAACEIR 

 1990.3 -   2012.4,    0 missing obs.,   90 obs. used.

Mean of dependent variable       -8.005792301

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.946896935       0.878651067  -1.07767     1.000000
13073 LACEIR  ( -1)       0.860717322       0.048114667  17.88888    -8.042150
13071 PCEIR   (  0)      -0.130623016       0.745651256  -0.17518     1.047881

SE of equation            =     0.438018674
Sum of squared residuals  =  16.6918512      -0.157864832E-10
Average absolute error    =     0.314732051
Sum of ABS residuals      =  28.3258846    
R squared                 =   0.78625
Durbin-Watson statistic   =   2.55253
SMPL and No. Obs.         = 1990.3   2012.4     90

Plot of actual(*) and fitted(+) values and residuals(0)


 1990.3!   +*                                 !!          .   .0  .          !
 1990.4*        +                             !!        0 .   .   .          !
 1991.1*   +                                  !!          .0  .   .          !
 1991.2!   +           *                      !!          .   .   .    0     !
 1991.3!       *        +                     !!       0  .   .   .          !
 1991.4!     *    +                           !!          0   .   .          !
 1992.1!     *  +                             !!          . 0 .   .          !
 1992.2!        +                             !!          .   0   .          !
 1992.3!           +           *              !!          .   .   .     0    !
 1992.4!    *                   +             !0          .   .   .          !
 1993.1!     * +                              !!          . 0 .   .          !
 1993.2!        +     *                       !!          .   .   .0         !
 1993.3!            *   +                     !!          .0  .   .          !
 1993.4!          *   +                       !!          .0  .   .          !
 1994.1!            +                         !!          .   0   .          !
 1994.2!              +*                      !!          .   0   .          !
 1994.3!               *+                     !!          .  0.   .          !
 1994.4!           *     +                    !!          0   .   .          !
 1995.1!           * +                        !!          . 0 .   .          !
 1995.2!             +      *                 !!          .   .   .0         !
 1995.3!                  *  +                !!          .0  .   .          !
 1995.4!                   +   *              !!          .   .  0.          !
 1996.1!               *       +              !!       0  .   .   .          !
 1996.2!                +  *                  !!          .   . 0 .          !
 1996.3!                    + *               !!          .   . 0 .          !
 1996.4!                     * +              !!          . 0 .   .          !
 1997.1!                  *   +               !!          .0  .   .          !
 1997.2!                   +                  !!          .   0   .          !
 1997.3!                    + *               !!          .   .0  .          !
 1997.4!                    * +               !!          .  0.   .          !
 1998.1!                  *  +                !!          . 0 .   .          !
 1998.2!                   +  *               !!          .   . 0 .          !
 1998.3!                       +              !!          .   0   .          !
 1998.4!                       +*             !!          .   0   .          !
 1999.1!                   *    +             !!          0   .   .          !
 1999.2!                    +     *           !!          .   .   .0         !
 1999.3!                          +*          !!          .   .0  .          !
 1999.4!                       *   +          !!          .0  .   .          !
 2000.1!                     *  +             !!          . 0 .   .          !
 2000.2!                      +  *            !!          .   .  0.          !
 2000.3!                         +    *       !!          .   .  0.          !
 2000.4!                        *    +        !!          0   .   .          !
 2001.1!                       *+             !!          .  0.   .          !
 2001.2!                       +   *          !!          .   .  0.          !
 2001.3!                          +  *        !!          .   . 0 .          !
 2001.4!                            + *       !!          .   .0  .          !
 2002.1!                         *   +        !!          .0  .   .          !
 2002.2!                         +   *        !!          .   .  0.          !
 2002.3!                             + *      !!          .   . 0 .          !
 2002.4!                              +       !!          .   0   .          !
 2003.1!                           * +        !!          . 0 .   .          !
 2003.2!                           +    *     !!          .   .   0          !
 2003.3!                               *+     !!          .   0   .          !
 2003.4!                               +      !!          .   0   .          !
 2004.1!                             *+       !!          .  0.   .          !
 2004.2!                             +  *     !!          .   . 0 .          !
 2004.3!                               +   *  !!          .   .  0.          !
 2004.4!                              *   +   !!          .0  .   .          !
 2005.1!                           *  +       !!          . 0 .   .          !
 2005.2!                           +    *     !!          .   .  0.          !
 2005.3!                               + *    !!          .   .0  .          !
 2005.4!                             *  +     !!          . 0 .   .          !
 2006.1!                            *+        !!          .  0.   .          !
 2006.2!                            +   *     !!          .   .  0.          !
 2006.3!                               +  *   !!          .   . 0 .          !
 2006.4!                              *  +    !!          .0  .   .          !
 2007.1!                             +        !!          .   0   .          !
 2007.2!                             +    *   !!          .   .   0          !
 2007.3!                                 +    !!          .   0   .          !
 2007.4!                               *+     !!          .  0.   .          !
 2008.1!                              +*      !!          .   0   .          !
 2008.2!                               +  *   !!          .   .  0.          !
 2008.3!                                 +  * !!          .   . 0 .          !
 2008.4!                                  *+  !!          .  0.   .          !
 2009.1!                              *  +    !!          . 0 .   .          !
 2009.2!                              +     * !!          .   .   .0         !
 2009.3!                                   +  !!          .   0   .          !
 2009.4!                                  +   !!          .   0   .          !
 2010.1!                               * +    !!          . 0 .   .          !
 2010.2!                              +       *!          .   .   . 0        !
 2010.3!                                   *+ !!          .  0.   .          !
 2010.4!                                 *+   !!          .   0   .          !
 2011.1!                                *+    !!          .   0   .          !
 2011.2!                               +      *!          .   .   .0         !
 2011.3!                                    +*!!          .   0   .          !
 2011.4!                                  *+  !!          .  0.   .          !
 2012.1!                              *  +    !!          . 0 .   .          !
 2012.2!                              +      *!!          .   .   . 0        !
 2012.3!                                  * + !!          . 0 .   .          !
 2012.4!                                 +*   !!          .   .0  .          !


     21.11 percent of the residuals exceed 1 SE
      3.33 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMEIR=MEPX$Q/IRPMM;                                                     
 GENR LAAMEIR=LOG(AAMEIR+.00001);                                             
 GENR LAMEIR=LOG(AMEIR+.00001);                                               
 LHS AAMEIR=EXP(LAAMEIR)-.00001;                                              
  EQ 1120 LAAMEIR C LAMEIR(-1) PMEIR;                                         
EQUATION 889  LAAMEIR  
   RHS     C  LAMEIR(-1)  PMEIR  
 SMPL 1986.4 2012.4;                                                          
Sample period is now  1986.4 to  2012.4 Internally:   140 to   244
 OLS;EST  889 PLOT=0;END;                                                     

Equation number =  889
**********************

Dependent variable = LAAMEIR 

 1986.4 -   2012.4,    0 missing obs.,  105 obs. used.

Mean of dependent variable       -6.597516667

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.062484225       0.764986528  -0.08168     1.000000
13076 LAMEIR  ( -1)       0.910125184       0.034800677  26.15251    -6.634234
13074 PMEIR   (  0)      -0.470781518       0.721359470  -0.65263     1.055795

SE of equation            =     0.457690143
Sum of squared residuals  =  21.3669872      -0.194537719E-10
Average absolute error    =     0.320467775
Sum of ABS residuals      =  33.6491164    
R squared                 =   0.87338
Durbin-Watson statistic   =   2.66903
SMPL and No. Obs.         = 1986.4   2012.4    105

Plot of actual(*) and fitted(+) values and residuals(0)


 1986.4!  *    +                              !!       0  .   .   .          !
 1987.1!    +    *                            !!          .   .   . 0        !
 1987.2*           +                          !0          .   .   .          !
 1987.3!  +     *                             !!          .   .   .   0      !
 1987.4!     *    +                           !!       0  .   .   .          !
 1988.1!       +   *                          !!          .   .   .0         !
 1988.2!            + *                       !!          .   . 0 .          !
 1988.3!         *     +                      !!       0  .   .   .          !
 1988.4!           +*                         !!          .   .0  .          !
 1989.1!       *     +                        !!      0   .   .   .          !
 1989.2!         +                            !!          .   0   .          !
 1989.3!        * +                           !!          .0  .   .          !
 1989.4!          +*                          !!          .   .0  .          !
 1990.1!             +*                       !!          .   . 0 .          !
 1990.2!                +                     !!          .   0   .          !
 1990.3!                *+                    !!          .  0.   .          !
 1990.4!                * +                   !!          . 0 .   .          !
 1991.1!                 +    *               !!          .   .   . 0        !
 1991.2!                *      +              !!      0   .   .   .          !
 1991.3!                 +                    !!          .  0.   .          !
 1991.4!              *   +                   !!         0.   .   .          !
 1992.1!         *      +                     !!     0    .   .   .          !
 1992.2!           +     *                    !!          .   .   .  0       !
 1992.3!                  +  *                !!          .   .   0          !
 1992.4!                      +     *         !!          .   .   .  0       !
 1993.1!                            +*        !!          .   .0  .          !
 1993.2!                             +      * !!          .   .   .    0     !
 1993.3!                                   +* !!          .   .0  .          !
 1993.4!                                   +  !!          .   0   .          !
 1994.1!                                   +* !!          .   .0  .          !
 1994.2!                                   + *!!          .   .  0.          !
 1994.3!                            *        +!!   0      .   .   .          !
 1994.4!                            +        *!!          .   .   .      0   !
 1995.1!                                   *+ !!          . 0 .   .          !
 1995.2!                                *  +  !!          .0  .   .          !
 1995.3!                             *  +     !!          0   .   .          !
 1995.4!                             +       *!!          .   .   .     0    !
 1996.1!                                   *+ !!          . 0 .   .          !
 1996.2!                                   + *!!          .   .   0          !
 1996.3!                                     +*!          .   . 0 .          !
 1996.4!                                *    +!!       0  .   .   .          !
 1997.1!                                +  *  !!          .   .   0          !
 1997.2!                                 * +  !!          . 0 .   .          !
 1997.3!                               *+     !!          . 0 .   .          !
 1997.4!                               +      !!          .   0   .          !
 1998.1!                         *     +      !!       0  .   .   .          !
 1998.2!                         +*           !!          .   .0  .          !
 1998.3!                      *   +           !!        0 .   .   .          !
 1998.4!                       +              !!          .   0   .          !
 1999.1!                       +*             !!          .   .0  .          !
 1999.2!                         +*           !!          .   . 0 .          !
 1999.3!                           + *        !!          .   .  0.          !
 1999.4!                            *+        !!          .  0.   .          !
 2000.1!                            +         !!          .   0   .          !
 2000.2!                            +         !!          .   .0  .          !
 2000.3!                            +  *      !!          .   .  0.          !
 2000.4!                              + *     !!          .   . 0 .          !
 2001.1!                               +  *   !!          .   .  0.          !
 2001.2!                                 +    !!          .   0   .          !
 2001.3!                                +*    !!          .   .0  .          !
 2001.4!                                + *   !!          .   . 0 .          !
 2002.1!                                 +    !!          .   0   .          !
 2002.2!                                + *   !!          .   .  0.          !
 2002.3!                                 + *  !!          .   . 0 .          !
 2002.4!                                  +   !!          .   0   .          !
 2003.1!                                  +  *!!          .   .   0          !
 2003.2!                                   * +!!          . 0 .   .          !
 2003.3!                             *    +   !!        0 .   .   .          !
 2003.4!                             *+       !!          .  0.   .          !
 2004.1!                             + *      !!          .   .  0.          !
 2004.2!                               +*     !!          .   .0  .          !
 2004.3!                                +     !!          .   0   .          !
 2004.4!                               *+     !!          .   0   .          !
 2005.1!                             *  +     !!          .0  .   .          !
 2005.2!                             +        !!          .  0.   .          !
 2005.3!                             +        !!          .   0   .          !
 2005.4!                             +        !!          .   0   .          !
 2006.1!                            *+        !!          .  0.   .          !
 2006.2!                          *  +        !!          0   .   .          !
 2006.3!                          + *         !!          .   . 0 .          !
 2006.4!                          * +         !!          . 0 .   .          !
 2007.1!                        *  +          !!          0   .   .          !
 2007.2!                         +*           !!          .   . 0 .          !
 2007.3!                           +   *      !!          .   .   . 0        !
 2007.4!                               +      !!          .  0.   .          !
 2008.1!                               +      !!          .   0   .          !
 2008.2!                               +*     !!          .   .0  .          !
 2008.3!                               *+     !!          .  0.   .          !
 2008.4!                               +   *  !!          .   .   .0         !
 2009.1!                                * +   !!          .0  .   .          !
 2009.2!                                +*    !!          .   .0  .          !
 2009.3!                                 +*   !!          .   .0  .          !
 2009.4!                                 +    !!          .  0.   .          !
 2010.1!                                 +*   !!          .   .0  .          !
 2010.2!                                 +*   !!          .   . 0 .          !
 2010.3!                                 *+   !!          .  0.   .          !
 2010.4!                                 +*   !!          .   . 0 .          !
 2011.1!                                  +*  !!          .   .0  .          !
 2011.2!                                  +   !!          .  0.   .          !
 2011.3!                                  +   !!          .   0   .          !
 2011.4!                                  +*  !!          .   . 0 .          !
 2012.1!                                  *+  !!          .  0.   .          !
 2012.2!                                 + *  !!          .   .0  .          !
 2012.3!                                 *+   !!          . 0 .   .          !
 2012.4!                                + *   !!          .   .0  .          !


     22.86 percent of the residuals exceed 1 SE
      5.71 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPEIR=PEPX$Q/IRPMM;                                                     
 GENR LAAPEIR=LOG(AAPEIR+.00001);                                             
 GENR LAPEIR=LOG(APEIR+.00001);                                               
 LHS AAPEIR=EXP(LAAPEIR)-.00001;                                              
  EQ 1121 LAAPEIR C LAPEIR(-1) PPEIR;                                         
EQUATION 890  LAAPEIR  
   RHS     C  LAPEIR(-1)  PPEIR  
 SMPL 1985.3 2012.4;                                                          
Sample period is now  1985.3 to  2012.4 Internally:   135 to   244
 OLS;EST  890 PLOT=0;END;                                                     

Equation number =  890
**********************

Dependent variable = LAAPEIR 

 1985.3 -   2012.4,    0 missing obs.,  110 obs. used.

Mean of dependent variable       -9.215774112

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -4.312669285       0.736276988  -5.85740     1.000000
13079 LAPEIR  ( -1)       0.510171308       0.083434983   6.11460    -9.201716
13077 PPEIR   (  0)      -0.245630101       0.141700838  -1.73344     0.849462

SE of equation            =     0.508490606
Sum of squared residuals  =  27.6662086       0.111469056E-09
Average absolute error    =     0.411530049
Sum of ABS residuals      =  45.2683054    
R squared                 =   0.33663
Durbin-Watson statistic   =   2.11211
SMPL and No. Obs.         = 1985.3   2012.4    110

Plot of actual(*) and fitted(+) values and residuals(0)


 1985.3!                       +       *      !!        .     .     .0       !
 1985.4!                        +   *         !!        .     .   0 .        !
 1986.1!                       +              !!        .     0     .        !
 1986.2!        *           +                 !!   0    .     .     .        !
 1986.3!            +     *                   !!        .     .    0.        !
 1986.4!                 +    *               !!        .     .   0 .        !
 1987.1!                  *+                  !!        .    0.     .        !
 1987.2!          *       +                   !!       0.     .     .        !
 1987.3!             +  *                     !!        .     . 0   .        !
 1987.4!    *           +                     !!   0    .     .     .        !
 1988.1!          +         *                 !!        .     .     .  0     !
 1988.2!                  +*                  !!        .     0     .        !
 1988.3!                 +*                   !!        .     0     .        !
 1988.4!                 +   *                !!        .     .   0 .        !
 1989.1!           *      +                   !!       0.     .     .        !
 1989.2!            *+                        !!        .    0.     .        !
 1989.3!              + *                     !!        .     . 0   .        !
 1989.4!                +        *            !!        .     .     .  0     !
 1990.1!                   * +                !!        .   0 .     .        !
 1990.2!              *   +                   !!        .  0  .     .        !
 1990.3!               + *                    !!        .     . 0   .        !
 1990.4!          *      +                    !!       0.     .     .        !
 1991.1!          +*                          !!        .     .0    .        !
 1991.2!              +               *       !!        .     .     .        0
 1991.3!                      *+              !!        .    0.     .        !
 1991.4!                    +                 !!        .     0     .        !
 1992.1!                  +       *           !!        .     .     .0       !
 1992.2!         *            +               !!  0     .     .     .        !
 1992.3!      *      +                        !!        0     .     .        !
 1992.4!   *       +                          !!      0 .     .     .        !
 1993.1!          +      *                    !!        .     .     .0       !
 1993.2!       *         +                    !!     0  .     .     .        !
 1993.3!            +      *                  !!        .     .     0        !
 1993.4!               *   +                  !!        .  0  .     .        !
 1994.1!                +    *                !!        .     .    0.        !
 1994.2!                   +   *              !!        .     .  0  .        !
 1994.3!       *            +                 !!  0     .     .     .        !
 1994.4!            +       *                 !!        .     .     . 0      !
 1995.1!                  +     *             !!        .     .    0.        !
 1995.2!                    +      *          !!        .     .     0        !
 1995.3!                      +    *          !!        .     .    0.        !
 1995.4!                    * +               !!        .   0 .     .        !
 1996.1!                  +             *     !!        .     .     .      0 !
 1996.2!                         +          * !!        .     .     .   0    !
 1996.3!                           +      *   !!        .     .     .0       !
 1996.4!                  *       +           !!       0.     .     .        !
 1997.1!                  +             *     !!        .     .     .       0!
 1997.2!                         +            *!        .     .     .     0  !
 1997.3!                  *        +          !!     0  .     .     .        !
 1997.4!                *+                    !!        .    0.     .        !
 1998.1!                +     *               !!        .     .    0.        !
 1998.2!                   +         *        !!        .     .     .  0     !
 1998.3!                     * +              !!        .   0 .     .        !
 1998.4!                   +      *           !!        .     .     .0       !
 1999.1!                      +        *      !!        .     .     .  0     !
 1999.2!                         +  *         !!        .     .  0  .        !
 1999.3!              *        +              !!      0 .     .     .        !
 1999.4!                +*                    !!        .     .0    .        !
 2000.1!                 +  *                 !!        .     . 0   .        !
 2000.2!                  +  *                !!        .     .  0  .        !
 2000.3!             *     +                  !!        0     .     .        !
 2000.4!              *+                      !!        .    0.     .        !
 2001.1!      *        +                      !!      0 .     .     .        !
 2001.2!           *+                         !!        .    0.     .        !
 2001.3!  *           +                       !!   0    .     .     .        !
 2001.4!          +   *                       !!        .     .   0 .        !
 2002.1!        *      +                      !!        0     .     .        !
 2002.2!      *      +                        !!        0     .     .        !
 2002.3!       *    +                         !!        . 0   .     .        !
 2002.4!            +  *                      !!        .     .  0  .        !
 2003.1!            *   +                     !!        . 0   .     .        !
 2003.2!               + *                    !!        .     . 0   .        !
 2003.3!             *   +                    !!        .  0  .     .        !
 2003.4!       *       +                      !!       0.     .     .        !
 2004.1!            +   *                     !!        .     .   0 .        !
 2004.2!             *  +                     !!        .  0  .     .        !
 2004.3!         *     +                      !!        .0    .     .        !
 2004.4!       *     +                        !!        .0    .     .        !
 2005.1!            +                         !!        .     0     .        !
 2005.2!             *+                       !!        .    0.     .        !
 2005.3!           *  +                       !!        .  0  .     .        !
 2005.4*             +                        !!  0     .     .     .        !
 2006.1!    * +                               !!        .   0 .     .        !
 2006.2!       *+                             !!        .    0.     .        !
 2006.3!         +        *                   !!        .     .     .  0     !
 2006.4!   *           +                      !!    0   .     .     .        !
 2007.1!       *+                             !!        .    0.     .        !
 2007.2!    *    +                            !!        . 0   .     .        !
 2007.3!      * +                             !!        .   0 .     .        !
 2007.4!  *      +                            !!        0     .     .        !
 2008.1!    *  +                              !!        . 0   .     .        !
 2008.2!        +*                            !!        .     .0    .        !
 2008.3!           +      *                   !!        .     .     0        !
 2008.4!              * +                     !!        .   0 .     .        !
 2009.1!           *   +                      !!        .  0  .     .        !
 2009.2!           * +                        !!        .   0 .     .        !
 2009.3!            +  *                      !!        .     . 0   .        !
 2009.4!        *    +                        !!        .0    .     .        !
 2010.1!       *  +                           !!        .   0 .     .        !
 2010.2!         +*                           !!        .     .0    .        !
 2010.3!          +      *                    !!        .     .     0        !
 2010.4!    *         +                       !!     0  .     .     .        !
 2011.1!      +      *                        !!        .     .     0        !
 2011.2!            + *                       !!        .     . 0   .        !
 2011.3!            +     *                   !!        .     .     0        !
 2011.4!               +                      !!        .     .0    .        !
 2012.1!            *+                        !!        .    0.     .        !
 2012.2!           +       *                  !!        .     .     .0       !
 2012.3!               +      *               !!        .     .     0        !
 2012.4!        *       +                     !!      0 .     .     .        !


     39.09 percent of the residuals exceed 1 SE
      2.73 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTUIR=TUPX$/IRPMM;                                                      
 GENR LAATUIR=LOG(AATUIR+.00001);                                             
 GENR LATUIR=LOG(ATUIR+.00001);                                               
 LHS AATUIR=EXP(LAATUIR)-.00001;                                              
  EQ 1122 LAATUIR C LATUIR(-1) PTUIR;                                         
EQUATION 891  LAATUIR  
   RHS     C  LATUIR(-1)  PTUIR  
 SMPL 1977.1 2012.4;                                                          
Sample period is now  1977.1 to  2012.4 Internally:   101 to   244
 OLS;EST  891 PLOT=0;END;                                                     

Equation number =  891
**********************

Dependent variable = LAATUIR 

 1977.1 -   2012.4,    0 missing obs.,  144 obs. used.

Mean of dependent variable       -6.414842448

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.250442790       0.378045659  -0.66247     1.000000
13082 LATUIR  ( -1)       0.856611767       0.044564579  19.22181    -6.430314
13080 PTUIR   (  0)      -0.594894479       0.392316352  -1.51636     1.102913

SE of equation            =     0.466600314
Sum of squared residuals  =  30.6979353       0.174971149E-11
Average absolute error    =     0.328863303
Sum of ABS residuals      =  47.3563156    
R squared                 =   0.79523
Durbin-Watson statistic   =   2.40024
SMPL and No. Obs.         = 1977.1   2012.4    144

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.1!             + *                      !!           .  .0 .           !
 1977.2!               +    *                 !!           .  .  . 0         !
 1977.3!                   +*                 !!           .  .0 .           !
 1977.4!              *     +                 !!         0 .  .  .           !
 1978.1!              *+                      !!           . 0.  .           !
 1978.2!               +      *               !!           .  .  .  0        !
 1978.3!            *        +                !!       0   .  .  .           !
 1978.4!             +   *                    !!           .  .  .0          !
 1979.1!           *     +                    !!         0 .  .  .           !
 1979.2!            +   *                     !!           .  .  0           !
 1979.3!                +                     !!           .  0  .           !
 1979.4!                *+                    !!           . 0.  .           !
 1980.1!              *  +                    !!           .0 .  .           !
 1980.2!                +                     !!           .  0  .           !
 1980.3*                  +                   !0           .  .  .           !
 1980.4!   +     *                            !!           .  .  . 0         !
 1981.1!           *+                         !!           .  0  .           !
 1981.2!            *+                        !!           . 0.  .           !
 1981.3!              +  *                    !!           .  .  0           !
 1981.4!             *    +                   !!          0.  .  .           !
 1982.1*              +                       !!  0        .  .  .           !
 1982.2!  +          *                        !!           .  .  .     0     !
 1982.3!              +*                      !!           .  .0 .           !
 1982.4!       *        +                     !!       0   .  .  .           !
 1983.1!     *   +                            !!           0  .  .           !
 1983.2!       +    *                         !!           .  .  .0          !
 1983.3!             + *                      !!           .  . 0.           !
 1983.4!          *     +                     !!          0.  .  .           !
 1984.1!       *   +                          !!           0  .  .           !
 1984.2!        +  *                          !!           .  . 0.           !
 1984.3!          * +                         !!           . 0.  .           !
 1984.4!           +   *                      !!           .  .  .0          !
 1985.1!            *  +                      !!           .0 .  .           !
 1985.2!             +                        !!           .  0  .           !
 1985.3!              +  *                    !!           .  .  0           !
 1985.4!                  + *                 !!           .  . 0.           !
 1986.1!             *      +                 !!         0 .  .  .           !
 1986.2!             *+                       !!           . 0.  .           !
 1986.3!              + *                     !!           .  .0 .           !
 1986.4!                + *                   !!           .  .0 .           !
 1987.1!                 *+                   !!           . 0.  .           !
 1987.2!                  +                   !!           .  0  .           !
 1987.3!                   +                  !!           . 0.  .           !
 1987.4!                  * +                 !!           . 0.  .           !
 1988.1!                 * +                  !!           .0 .  .           !
 1988.2!                * +                   !!           . 0.  .           !
 1988.3!                 +   *                !!           .  .  0           !
 1988.4!                      +*              !!           .  . 0.           !
 1989.1!                   *   +              !!           0  .  .           !
 1989.2!                  * +                 !!           .0 .  .           !
 1989.3!                  +                   !!           .  0  .           !
 1989.4!                   + *                !!           .  . 0.           !
 1990.1!                 *    +               !!          0.  .  .           !
 1990.2!                * +                   !!           .0 .  .           !
 1990.3!                  +    *              !!           .  .  .0          !
 1990.4!                        +             !!           .  0  .           !
 1991.1!                  *     +             !!         0 .  .  .           !
 1991.2!              *    +                  !!          0.  .  .           !
 1991.3!                +   *                 !!           .  .  0           !
 1991.4!                    +                 !!           . 0.  .           !
 1992.1!                 *   +                !!           0  .  .           !
 1992.2!                * +                   !!           .0 .  .           !
 1992.3!                  +     *             !!           .  .  . 0         !
 1992.4!                  *     +             !!         0 .  .  .           !
 1993.1!                *  +                  !!           .0 .  .           !
 1993.2!                 +  *                 !!           .  . 0.           !
 1993.3!                  *  +                !!           .0 .  .           !
 1993.4!                   + *                !!           .  .0 .           !
 1994.1!               *     +                !!         0 .  .  .           !
 1994.2!                +  *                  !!           .  .  0           !
 1994.3!                    +  *              !!           .  . 0.           !
 1994.4!                      * +             !!           . 0.  .           !
 1995.1!                    *  +              !!           .0 .  .           !
 1995.2!                     + *              !!           .  . 0.           !
 1995.3!                       +              !!           .  0  .           !
 1995.4!                      * +             !!           . 0.  .           !
 1996.1!                   *   +              !!           0  .  .           !
 1996.2!                    +*                !!           .  .0 .           !
 1996.3!                      +  *            !!           .  .  0           !
 1996.4!                         +*           !!           .  0  .           !
 1997.1!                         *+           !!           . 0.  .           !
 1997.2!                         +*           !!           .  .0 .           !
 1997.3!                         *+           !!           . 0.  .           !
 1997.4!                         +            !!           .  0  .           !
 1998.1!                        *+            !!           .  0  .           !
 1998.2!                        +*            !!           .  .0 .           !
 1998.3!                         +            !!           .  0  .           !
 1998.4!                         +            !!           .  0  .           !
 1999.1!                         +            !!           .  0  .           !
 1999.2!                        *+            !!           . 0.  .           !
 1999.3!                        +*            !!           .  .0 .           !
 1999.4!                         +     *      !!           .  .  . 0         !
 2000.1!                              +*      !!           .  .0 .           !
 2000.2!                         *    +       !!          0.  .  .           !
 2000.3!                        +     *       !!           .  .  .0          !
 2000.4!                            + *       !!           .  .0 .           !
 2001.1!                             +*       !!           .  .0 .           !
 2001.2!                        *    +        !!          0.  .  .           !
 2001.3!                        +             !!           .  0  .           !
 2001.4!                       +  *           !!           .  . 0.           !
 2002.1!                         +*           !!           .  .0 .           !
 2002.2!                         + *          !!           .  . 0.           !
 2002.3!                          + *         !!           .  .0 .           !
 2002.4!                           +  *       !!           .  .  0           !
 2003.1!                             +  *     !!           .  . 0.           !
 2003.2!                               + *    !!           .  . 0.           !
 2003.3!                              * +     !!           .0 .  .           !
 2003.4!                             +*       !!           .  0  .           !
 2004.1!                             +  *     !!           .  . 0.           !
 2004.2!                               +   *  !!           .  .  0           !
 2004.3!                                 *+   !!           .  0  .           !
 2004.4!                                +    *!!           .  .  0           !
 2005.1!                                  *+  !!           . 0.  .           !
 2005.2!                                *+    !!           . 0.  .           !
 2005.3!                             * +      !!           .0 .  .           !
 2005.4!                             +    *   !!           .  .  .0          !
 2006.1!                                 +*   !!           .  .0 .           !
 2006.2!                                 + *  !!           .  .0 .           !
 2006.3!                                  +   !!           .  0  .           !
 2006.4!                                 +  * !!           .  .  0           !
 2007.1!                                   +  !!           .  0  .           !
 2007.2!                                  +*  !!           .  .0 .           !
 2007.3!                                  +   !!           .  0  .           !
 2007.4!                                 + *  !!           .  .0 .           !
 2008.1!                                  +*  !!           .  0  .           !
 2008.2!                                  +   *!           .  .  0           !
 2008.3!                                     +!!           .  0  .           !
 2008.4!                               *   +  !!           0  .  .           !
 2009.1!                              +       !!           .  0  .           !
 2009.2!                             + *      !!           .  .0 .           !
 2009.3!                              + *     !!           .  .0 .           !
 2009.4!                               + *    !!           .  .0 .           !
 2010.1!                               *+     !!           .  0  .           !
 2010.2!                              +*      !!           .  .0 .           !
 2010.3!                              + *     !!           .  .0 .           !
 2010.4!                               +   *  !!           .  .  0           !
 2011.1!                                *+    !!           . 0.  .           !
 2011.2!                               + *    !!           .  .0 .           !
 2011.3!                               *+     !!           .  0  .           !
 2011.4!                               + *    !!           .  . 0.           !
 2012.1!                                + *   !!           .  . 0.           !
 2012.2!                               * +    !!           .0 .  .           !
 2012.3!                              +*      !!           .  .0 .           !
 2012.4!                              +  *    !!           .  . 0.           !


     27.78 percent of the residuals exceed 1 SE
      3.47 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDIR=PDPX$/IRPMM;                                                      
 GENR LAAPDIR=LOG(AAPDIR+.00001);                                             
 GENR LAPDIR=LOG(APDIR+.00001);                                               
 LHS AAPDIR=EXP(LAAPDIR)-.00001;                                              
  EQ 1123 LAAPDIR C LAPDIR(-1) PPDIR;                                         
EQUATION 892  LAAPDIR  
   RHS     C  LAPDIR(-1)  PPDIR  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  892 PLOT=0;END;                                                     

Equation number =  892
**********************

Dependent variable = LAAPDIR 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.698844870

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.336278072       0.345134318  -0.97434     1.000000
13085 LAPDIR  ( -1)       0.895692755       0.042670433  20.99095    -5.709128
13083 PPDIR   (  0)      -0.228931341       0.255237886  -0.89693     1.087408

SE of equation            =     0.271351275
Sum of squared residuals  =  9.05667629       0.132196476E-10
Average absolute error    =     0.189275506
Sum of ABS residuals      =  23.8487138    
R squared                 =   0.78694
Durbin-Watson statistic   =   2.21296
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!            *       +                 !!         0 .  .  .           !
 1981.4!    *        +                        !!        0  .  .  .           !
 1982.1*      +                               !!          0.  .  .           !
 1982.2! +                      *             !!           .  .  .           0
 1982.3!                       *+             !!           . 0.  .           !
 1982.4!                      +    *          !!           .  .  0           !
 1983.1!                          +*          !!           .  .0 .           !
 1983.2!                        * +           !!           .0 .  .           !
 1983.3!                       +    *         !!           .  .  0           !
 1983.4!                      *    +          !!           0  .  .           !
 1984.1!                      +   *           !!           .  .  0           !
 1984.2!                         +            !!           .  0  .           !
 1984.3!                      * +             !!           . 0.  .           !
 1984.4!                      +    *          !!           .  .  0           !
 1985.1!                        *+            !!           .  0  .           !
 1985.2!                       +*             !!           .  0  .           !
 1985.3!                       +              !!           .  0  .           !
 1985.4!                       +  *           !!           .  . 0.           !
 1986.1!                         +   *        !!           .  . 0.           !
 1986.2!                        *   +         !!           .0 .  .           !
 1986.3!                        +             !!           .  0  .           !
 1986.4!                      * +             !!           . 0.  .           !
 1987.1!                      +  *            !!           .  . 0.           !
 1987.2!                         +            !!           .  .0 .           !
 1987.3!                      *  +            !!           .0 .  .           !
 1987.4!                      +               !!           .  0  .           !
 1988.1!                      + *             !!           .  .0 .           !
 1988.2!                      * +             !!           .0 .  .           !
 1988.3!                      + *             !!           .  .0 .           !
 1988.4!                        + *           !!           .  .0 .           !
 1989.1!                      *  +            !!           .0 .  .           !
 1989.2!                    * +               !!           .0 .  .           !
 1989.3!                   *+                 !!           . 0.  .           !
 1989.4!                   +                  !!           .  0  .           !
 1990.1!                   *+                 !!           . 0.  .           !
 1990.2!                   +                  !!           .  0  .           !
 1990.3!                 *  +                 !!           .0 .  .           !
 1990.4!                  +  *                !!           .  . 0.           !
 1991.1!                      +*              !!           .  .0 .           !
 1991.2!                *      +              !!         0 .  .  .           !
 1991.3!              *  +                    !!           . 0.  .           !
 1991.4!               +  *                   !!           .  . 0.           !
 1992.1!                   +     *            !!           .  .  .0          !
 1992.2!                   *     +            !!          0.  .  .           !
 1992.3!                    +                 !!           .  0  .           !
 1992.4!                     +                !!           .  0  .           !
 1993.1!                    *+                !!           . 0.  .           !
 1993.2!                *    +                !!           0  .  .           !
 1993.3!                 +  *                 !!           .  . 0.           !
 1993.4!                    +*                !!           .  .0 .           !
 1994.1!                   * +                !!           .0 .  .           !
 1994.2!             *     +                  !!          0.  .  .           !
 1994.3!              +  *                    !!           .  . 0.           !
 1994.4!                  +*                  !!           .  .0 .           !
 1995.1!            *       +                 !!         0 .  .  .           !
 1995.2!        *    +                        !!           0  .  .           !
 1995.3!          + *                         !!           .  .0 .           !
 1995.4!             + *                      !!           .  .0 .           !
 1996.1!                +                     !!           .  0  .           !
 1996.2!         *       +                    !!         0 .  .  .           !
 1996.3!          +   *                       !!           .  . 0.           !
 1996.4!               +                      !!           .  0  .           !
 1997.1!               *+                     !!           . 0.  .           !
 1997.2!           *    +                     !!           0  .  .           !
 1997.3!            *+                        !!           . 0.  .           !
 1997.4!            *+                        !!           . 0.  .           !
 1998.1!          *  +                        !!           .0 .  .           !
 1998.2!          *+                          !!           . 0.  .           !
 1998.3!           +    *                     !!           .  .  0           !
 1998.4!            *   +                     !!           0  .  .           !
 1999.1!             *+                       !!           .  0  .           !
 1999.2!        *     +                       !!          0.  .  .           !
 1999.3!          +                           !!           .  0  .           !
 1999.4!            +                         !!           .  0  .           !
 2000.1!        *    +                        !!           0  .  .           !
 2000.2!         + *                          !!           .  .0 .           !
 2000.3!            +*                        !!           .  .0 .           !
 2000.4!          *   +                       !!           .0 .  .           !
 2001.1!           +  *                       !!           .  . 0.           !
 2001.2!           *  +                       !!           .0 .  .           !
 2001.3!           + *                        !!           .  .0 .           !
 2001.4!             +*                       !!           .  .0 .           !
 2002.1!              *+                      !!           . 0.  .           !
 2002.2!           *   +                      !!           .0 .  .           !
 2002.3!            +     *                   !!           .  .  .0          !
 2002.4!               *  +                   !!           .0 .  .           !
 2003.1!                +   *                 !!           .  . 0.           !
 2003.2!                 *  +                 !!           .0 .  .           !
 2003.3!                 *+                   !!           . 0.  .           !
 2003.4!                 +*                   !!           .  0  .           !
 2004.1!                   +      *           !!           .  .  . 0         !
 2004.2!                      *   +           !!           0  .  .           !
 2004.3!                  *   +               !!           .0 .  .           !
 2004.4!                   +*                 !!           .  .0 .           !
 2005.1!                     +  *             !!           .  . 0.           !
 2005.2!                      *  +            !!           .0 .  .           !
 2005.3!                      +               !!           .  0  .           !
 2005.4!                      +  *            !!           .  . 0.           !
 2006.1!                        *+            !!           . 0.  .           !
 2006.2!                        +*            !!           .  .0 .           !
 2006.3!                         + *          !!           .  .0 .           !
 2006.4!                          +*          !!           .  0  .           !
 2007.1!                           + *        !!           .  .0 .           !
 2007.2!                             +        !!           .  0  .           !
 2007.3!                             +        !!           .  0  .           !
 2007.4!                            +   *     !!           .  . 0.           !
 2008.1!                               +     *!!           .  .  0           !
 2008.2!                                    + !!           .  0  .           !
 2008.3!                                   +  !!           .  0  .           !
 2008.4!                                 +   *!!           .  . 0.           !
 2009.1!                                  * + !!           . 0.  .           !
 2009.2!                                 +    !!           .  0  .           !
 2009.3!                                + *   !!           .  .0 .           !
 2009.4!                                 +  * !!           .  . 0.           !
 2010.1!                                  + * !!           .  .0 .           !
 2010.2!                                  + * !!           .  .0 .           !
 2010.3!                                   +  !!           .  .0 .           !
 2010.4!                                  +  *!!           .  . 0.           !
 2011.1!                                   *+ !!           .  0  .           !
 2011.2!                                 *+   !!           .  0  .           !
 2011.3!                                +*    !!           .  0  .           !
 2011.4!                                +  *  !!           .  . 0.           !
 2012.1!                                  + * !!           .  .0 .           !
 2012.2!                                 *+   !!           . 0.  .           !
 2012.3!                                +  *  !!           .  . 0.           !
 2012.4!                                  +   *!           .  .  0           !


     21.43 percent of the residuals exceed 1 SE
      3.97 percent of the residuals exceed 2 SE
@@EQ 1124 LAARUIR C LARUIR(-1) PRUIR;SMPL 1992.3 2012.4;OLS;EST 1124 PLOT=0;EN
@@EQ 1125 LAAUEIR C LAUEIR(-1) PUEIR;SMPL 1995.3 2012.4;OLS;EST 1125 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PEGIR=EGPX$/IRPMM;                                                      
 GENR LAAEGIR=LOG(AAEGIR+.00001);                                             
 GENR LAEGIR=LOG(AEGIR+.00001);                                               
 LHS AAEGIR=EXP(LAAEGIR)-.00001;                                              
  EQ 1126 LAAEGIR C LAEGIR(-1) PEGIR;                                         
EQUATION 893  LAAEGIR  
   RHS     C  LAEGIR(-1)  PEGIR  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  893 PLOT=0;END;                                                     

Equation number =  893
**********************

Dependent variable = LAAEGIR 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -8.822342422

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.760535583       0.779243805  -3.54258     1.000000
13088 LAEGIR  ( -1)       0.592566303       0.074717945   7.93071    -8.844053
13086 PEGIR   (  0)      -0.755116132       0.567630313  -1.33030     1.087408

SE of equation            =     0.587634573
Sum of squared residuals  =  42.4736702      -0.541282574E-10
Average absolute error    =     0.445713656
Sum of ABS residuals      =  56.1599206    
R squared                 =   0.37980
Durbin-Watson statistic   =   2.02194
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3*            +                         !!    0    .    .    .         !
 1981.4!       +       *                      !!         .    .    .0        !
 1982.1!   *            +                     !!    0    .    .    .         !
 1982.2!    *    +                            !!         .0   .    .         !
 1982.3! *       +                            !!        0.    .    .         !
 1982.4!    *  +                              !!         . 0  .    .         !
 1983.1!       *+                             !!         .   0.    .         !
 1983.2!           +  *                       !!         .    . 0  .         !
 1983.3!         *     +                      !!         0    .    .         !
 1983.4!    *      +                          !!        0.    .    .         !
 1984.1!        +          *                  !!         .    .    .  0      !
 1984.2!                 +      *             !!         .    .    0         !
 1984.3!                    +*                !!         .    .0   .         !
 1984.4!                  +         *         !!         .    .    . 0       !
 1985.1!                   * +                !!         .  0 .    .         !
 1985.2!               * +                    !!         .  0 .    .         !
 1985.3!            *  +                      !!         .  0 .    .         !
 1985.4!              +      *                !!         .    .    0         !
 1986.1!                   +   *              !!         .    .  0 .         !
 1986.2!                     + *              !!         .    . 0  .         !
 1986.3!                   *+                 !!         .   0.    .         !
 1986.4!                  +   *               !!         .    . 0  .         !
 1987.1!                    +                 !!         .    0    .         !
 1987.2!                  * +                 !!         .   0.    .         !
 1987.3!               *  +                   !!         .  0 .    .         !
 1987.4!               * +                    !!         .  0 .    .         !
 1988.1!                *+                    !!         .   0.    .         !
 1988.2!                 +*                   !!         .    0    .         !
 1988.3!   *              +                   !!   0     .    .    .         !
 1988.4!    *    +                            !!         .0   .    .         !
 1989.1!          +             *             !!         .    .    .     0   !
 1989.2!                      +    *          !!         .    .  0 .         !
 1989.3!                     * +              !!         .   0.    .         !
 1989.4!                    +     *           !!         .    .   0.         !
 1990.1!                       +            * !!         .    .    .    0    !
 1990.2!                       *     +        !!         0    .    .         !
 1990.3!                      +      *        !!         .    .    0         !
 1990.4!                          +*          !!         .    .0   .         !
 1991.1!                    *    +            !!         . 0  .    .         !
 1991.2!                    + *               !!         .    . 0  .         !
 1991.3!                    *+                !!         .   0.    .         !
 1991.4!               *    +                 !!         .0   .    .         !
 1992.1!                 +                    !!         .    0    .         !
 1992.2!               *  +                   !!         .  0 .    .         !
 1992.3!                * +                   !!         .   0.    .         !
 1992.4!                 +     *              !!         .    .   0.         !
 1993.1!                   *  +               !!         .  0 .    .         !
 1993.2!                    +                 !!         .    0    .         !
 1993.3!      *             +                 !!    0    .    .    .         !
 1993.4!         *  +                         !!         .  0 .    .         !
 1994.1!             +  *                     !!         .    . 0  .         !
 1994.2!                  +  *                !!         .    . 0  .         !
 1994.3!                   * +                !!         .   0.    .         !
 1994.4!                  * +                 !!         .   0.    .         !
 1995.1!            *      +                  !!        0.    .    .         !
 1995.2!               +*                     !!         .    0    .         !
 1995.3!                * +                   !!         .   0.    .         !
 1995.4!             *    +                   !!         .0   .    .         !
 1996.1!                +*                    !!         .    .0   .         !
 1996.2!                 *+                   !!         .   0.    .         !
 1996.3!              *   +                   !!         . 0  .    .         !
 1996.4!             *   +                    !!         . 0  .    .         !
 1997.1!             *  +                     !!         .  0 .    .         !
 1997.2!              * +                     !!         .   0.    .         !
 1997.3!                + *                   !!         .    .0   .         !
 1997.4!        *         +                   !!       0 .    .    .         !
 1998.1!             +        *               !!         .    .    . 0       !
 1998.2!              *      +                !!         0    .    .         !
 1998.3!           *    +                     !!         .0   .    .         !
 1998.4!            *  +                      !!         .  0 .    .         !
 1999.1!               +                      !!         .    0    .         !
 1999.2!                 +*                   !!         .    .0   .         !
 1999.3!                  +*                  !!         .    0    .         !
 1999.4!                 * +                  !!         .  0 .    .         !
 2000.1!                  +    *              !!         .    .   0.         !
 2000.2!                     +                !!         .    0    .         !
 2000.3!                    +   *             !!         .    .   0.         !
 2000.4!                     +*               !!         .    .0   .         !
 2001.1!              *     +                 !!         0    .    .         !
 2001.2!               +   *                  !!         .    .  0 .         !
 2001.3!            *     +                   !!         0    .    .         !
 2001.4!              +  *                    !!         .    . 0  .         !
 2002.1!            *    +                    !!         . 0  .    .         !
 2002.2!          *   +                       !!         . 0  .    .         !
 2002.3!         *   +                        !!         . 0  .    .         !
 2002.4!             +    *                   !!         .    .   0.         !
 2003.1!                  +   *               !!         .    . 0  .         !
 2003.2!           *         +                !!       0 .    .    .         !
 2003.3!           *  +                       !!         .  0 .    .         !
 2003.4!               +        *             !!         .    .    . 0       !
 2004.1!                    *  +              !!         .  0 .    .         !
 2004.2!                    +   *             !!         .    . 0  .         !
 2004.3!                      +*              !!         .    0    .         !
 2004.4!                      +  *            !!         .    . 0  .         !
 2005.1!                    *   +             !!         . 0  .    .         !
 2005.2!              *     +                 !!         0    .    .         !
 2005.3!             *   +                    !!         . 0  .    .         !
 2005.4!                +   *                 !!         .    .  0 .         !
 2006.1!             *      +                 !!        0.    .    .         !
 2006.2!             *  +                     !!         .  0 .    .         !
 2006.3!                +*                    !!         .    0    .         !
 2006.4!                  +       *           !!         .    .    .0        !
 2007.1!                        +*            !!         .    .0   .         !
 2007.2!                     *  +             !!         .  0 .    .         !
 2007.3!                    *+                !!         .   0.    .         !
 2007.4!                     +   *            !!         .    .  0 .         !
 2008.1!                        +      *      !!         .    .    0         !
 2008.2!                          *+          !!         .   0.    .         !
 2008.3!               *        +             !!       0 .    .    .         !
 2008.4!                 +               *    !!         .    .    .      0  !
 2009.1!                           +       *  !!         .    .    .0        !
 2009.2!                          *  +        !!         .  0 .    .         !
 2009.3!                   *    +             !!         .0   .    .         !
 2009.4!                    +               * !!         .    .    .      0  !
 2010.1!                              +  *    !!         .    . 0  .         !
 2010.2!                       *   +          !!         .0   .    .         !
 2010.3!                      +        *      !!         .    .    . 0       !
 2010.4!                           +     *    !!         .    .    0         !
 2011.1!                            +         !!         .    0    .         !
 2011.2!                     *   +            !!         . 0  .    .         !
 2011.3!                *    +                !!         . 0  .    .         !
 2011.4!                  +                   *!         .    .    .         0
 2012.1!                               +  *   !!         .    .  0 .         !
 2012.2!                            + *       !!         .    .0   .         !
 2012.3!                         +            !!         .   0.    .         !
 2012.4!                       +             *!!         .    .    .     0   !


     26.19 percent of the residuals exceed 1 SE
      7.94 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PISIR=ISPX$/IRPMM;                                                      
 GENR LAAISIR=LOG(AAISIR+.00001);                                             
 GENR LAISIR=LOG(AISIR+.00001);                                               
 LHS AAISIR=EXP(LAAISIR)-.00001;                                              
  EQ 1127 LAAISIR C LAISIR(-1) PISIR;                                         
EQUATION 894  LAAISIR  
   RHS     C  LAISIR(-1)  PISIR  
 SMPL 1976.1 2012.4;                                                          
Sample period is now  1976.1 to  2012.4 Internally:    97 to   244
 OLS;EST  894 PLOT=0;END;                                                     

Equation number =  894
**********************

Dependent variable = LAAISIR 

 1976.1 -   2012.4,    0 missing obs.,  148 obs. used.

Mean of dependent variable       -6.440207660

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.611990838       0.356538479  -1.71648     1.000000
13091 LAISIR  ( -1)       0.853892490       0.039987483  21.35399    -6.445057
13089 PISIR   (  0)      -0.317978187       0.277315923  -1.14663     1.021551

SE of equation            =     0.286772585
Sum of squared residuals  =  11.9245847       0.142552636E-10
Average absolute error    =     0.210329529
Sum of ABS residuals      =  31.1287704    
R squared                 =   0.76538
Durbin-Watson statistic   =   2.09758
SMPL and No. Obs.         = 1976.1   2012.4    148

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.1!       +    *                         !!           .  .  .  0        !
 1976.2*              +                       !0           .  .  .           !
 1976.3!  +*                                  !!           .  0  .           !
 1976.4!     +    *                           !!           .  .  . 0         !
 1977.1!           +          *               !!           .  .  .       0   !
 1977.2!                    *+                !!           .0 .  .           !
 1977.3!           *        +                 !!     0     .  .  .           !
 1977.4!            +    *                    !!           .  .  . 0         !
 1978.1!               * +                    !!           .0 .  .           !
 1978.2!               +  *                   !!           .  .  0           !
 1978.3!               *  +                   !!           0  .  .           !
 1978.4!              +   *                   !!           .  .  .0          !
 1979.1!                  +                   !!           .  0  .           !
 1979.2!                  + *                 !!           .  . 0.           !
 1979.3!                   + *                !!           .  .0 .           !
 1979.4!                   *+                 !!           . 0.  .           !
 1980.1!                   +  *               !!           .  .  0           !
 1980.2!                      +*              !!           .  0  .           !
 1980.3!                       +              !!           .  0  .           !
 1980.4!                       +*             !!           .  .0 .           !
 1981.1!                      * +             !!           0  .  .           !
 1981.2!                      +               !!           .  0  .           !
 1981.3!                    * +               !!           . 0.  .           !
 1981.4!                    +   *             !!           .  .  0           !
 1982.1!                      * +             !!           . 0.  .           !
 1982.2!                      +*              !!           .  0  .           !
 1982.3!                      *+              !!           . 0.  .           !
 1982.4!                      +*              !!           .  .0 .           !
 1983.1!                      *+              !!           .  0  .           !
 1983.2!                    * +               !!           .0 .  .           !
 1983.3!                 *  +                 !!           0  .  .           !
 1983.4!                  + *                 !!           .  . 0.           !
 1984.1!                    + *               !!           .  . 0.           !
 1984.2!                    * +               !!           .0 .  .           !
 1984.3!                   *+                 !!           . 0.  .           !
 1984.4!                   + *                !!           .  . 0.           !
 1985.1!                  *  +                !!           .0 .  .           !
 1985.2!                   +                  !!           .  .0 .           !
 1985.3!                  * +                 !!           . 0.  .           !
 1985.4!                   + *                !!           .  . 0.           !
 1986.1!                     *+               !!           .  0  .           !
 1986.2!                  *   +               !!          0.  .  .           !
 1986.3!                   +   *              !!           .  .  . 0         !
 1986.4!                   *   +              !!          0.  .  .           !
 1987.1!                *   +                 !!           0  .  .           !
 1987.2!                 +*                   !!           .  0  .           !
 1987.3!                  *+                  !!           .  0  .           !
 1987.4!                *  +                  !!           0  .  .           !
 1988.1!                 +   *                !!           .  .  0           !
 1988.2!                    *+                !!           .  0  .           !
 1988.3!                   * +                !!           .0 .  .           !
 1988.4!                    + *               !!           .  .  0           !
 1989.1!                     *+               !!           .0 .  .           !
 1989.2!                 *   +                !!           0  .  .           !
 1989.3!                  +*                  !!           .  .0 .           !
 1989.4!                   +*                 !!           .  .0 .           !
 1990.1!                 * +                  !!           0  .  .           !
 1990.2!             *   +                    !!           0  .  .           !
 1990.3!               +    *                 !!           .  .  .  0        !
 1990.4!                     +*               !!           .  .0 .           !
 1991.1!                 *    +               !!         0 .  .  .           !
 1991.2!                 *+                   !!           . 0.  .           !
 1991.3!                  +*                  !!           .  .0 .           !
 1991.4!                   +*                 !!           .  0  .           !
 1992.1!                 *  +                 !!           0  .  .           !
 1992.2!                  + *                 !!           .  .  0           !
 1992.3!                   * +                !!           .0 .  .           !
 1992.4!               *   +                  !!          0.  .  .           !
 1993.1!               *+                     !!           .  0  .           !
 1993.2!               *+                     !!           . 0.  .           !
 1993.3!                +                     !!           .  0  .           !
 1993.4!                + *                   !!           .  . 0.           !
 1994.1!                 * +                  !!           . 0.  .           !
 1994.2!                * +                   !!           .0 .  .           !
 1994.3!               * +                    !!           .0 .  .           !
 1994.4!                + *                   !!           .  . 0.           !
 1995.1!                 * +                  !!           . 0.  .           !
 1995.2!                 *+                   !!           . 0.  .           !
 1995.3!              *   +                   !!          0.  .  .           !
 1995.4!              *+                      !!           .0 .  .           !
 1996.1!               +      *               !!           .  .  .   0       !
 1996.2!                      +  *            !!           .  .  0           !
 1996.3!                         +*           !!           .  .0 .           !
 1996.4!                          +   *       !!           .  .  .0          !
 1997.1!                             +        !!           .  .0 .           !
 1997.2!                            +     *   !!           .  .  .  0        !
 1997.3!                                + *   !!           .  . 0.           !
 1997.4!                                 +  * !!           .  .  0           !
 1998.1!                                  +*  !!           .  .0 .           !
 1998.2!                                *+    !!           . 0.  .           !
 1998.3!                               +*     !!           .  .0 .           !
 1998.4!                              +   *   !!           .  .  .0          !
 1999.1!                                +     *!           .  .  .  0        !
 1999.2!                                  *+  !!           . 0.  .           !
 1999.3!                                +  *  !!           .  .  0           !
 1999.4!                                 + *  !!           .  . 0.           !
 2000.1!                                 +*   !!           .  .0 .           !
 2000.2!                                + *   !!           .  . 0.           !
 2000.3!                                +    *!!           .  .  . 0         !
 2000.4!                                 *+   !!           . 0.  .           !
 2001.1!                               +*     !!           .  . 0.           !
 2001.2!                              +       !!           .  0  .           !
 2001.3!                        *   +         !!          0.  .  .           !
 2001.4!                     * +              !!           .0 .  .           !
 2002.1!                    *+                !!           .  0  .           !
 2002.2!                  * +                 !!           .0 .  .           !
 2002.3!            *     +                   !!        0  .  .  .           !
 2002.4!             +                        !!           .  0  .           !
 2003.1!              +*                      !!           .  0  .           !
 2003.2!                +      *              !!           .  .  .   0       !
 2003.3!                    *  +              !!           0  .  .           !
 2003.4!                    + *               !!           .  .0 .           !
 2004.1!                      +  *            !!           .  .  0           !
 2004.2!                        +  *          !!           .  . 0.           !
 2004.3!                        * +           !!           .0 .  .           !
 2004.4!                      * +             !!           .0 .  .           !
 2005.1!                      +*              !!           .  . 0.           !
 2005.2!                       + *            !!           .  . 0.           !
 2005.3!                       *+             !!           . 0.  .           !
 2005.4!                       +              !!           .  0  .           !
 2006.1!                   *  +               !!           0  .  .           !
 2006.2!                    +*                !!           .  .0 .           !
 2006.3!                  *  +                !!           0  .  .           !
 2006.4!               *   +                  !!          0.  .  .           !
 2007.1!                + *                   !!           .  .0 .           !
 2007.2!                  +  *                !!           .  .  0           !
 2007.3!                   * +                !!           .0 .  .           !
 2007.4!                 *  +                 !!           0  .  .           !
 2008.1!               * +                    !!           0  .  .           !
 2008.2!               +*                     !!           .  0  .           !
 2008.3!                 +                    !!           .  0  .           !
 2008.4!                 +                    !!           .  0  .           !
 2009.1!                 +  *                 !!           .  .  0           !
 2009.2!                    +                 !!           .  0  .           !
 2009.3!                   +                  !!           .  0  .           !
 2009.4!               *   +                  !!          0.  .  .           !
 2010.1!                +*                    !!           .  .0 .           !
 2010.2!                 + *                  !!           .  . 0.           !
 2010.3!                 * +                  !!           .0 .  .           !
 2010.4!               * +                    !!           .0 .  .           !
 2011.1!               +*                     !!           .  .0 .           !
 2011.2!                 +                    !!           .  0  .           !
 2011.3!                 +*                   !!           .  .0 .           !
 2011.4!           *      +                   !!       0   .  .  .           !
 2012.1!            +*                        !!           .  .0 .           !
 2012.2!              +*                      !!           .  . 0.           !
 2012.3!              * +                     !!           .0 .  .           !
 2012.4!            * +                       !!           .0 .  .           !


     24.32 percent of the residuals exceed 1 SE
      4.05 percent of the residuals exceed 2 SE
@EQ  1128 LAAKEIR C LAKEIR(-1) PKEIR;SMPL 1966.1 2012.4;OLS;EST 1128 PLOT=0;EN
@EQ  1129 LAABAIR C LABAIR(-1) PBAIR;SMPL 1989.1 2012.4;OLS;EST 1129 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKIR=HKPX$/IRPMM;                                                      
 GENR LAAHKIR=LOG(AAHKIR+.00001);                                             
 GENR LAHKIR=LOG(AHKIR+.00001);                                               
 LHS AAHKIR=EXP(LAAHKIR)-.00001;                                              
  EQ 1130 LAAHKIR C LAHKIR(-1) PHKIR;                                         
EQUATION 895  LAAHKIR  
   RHS     C  LAHKIR(-1)  PHKIR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  895 PLOT=0;END;                                                     

Equation number =  895
**********************

Dependent variable = LAAHKIR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.086320121

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.301594697       0.111623000  -2.70190     1.000000
13094 LAHKIR  ( -1)       0.929957005       0.024714230  37.62840    -6.096733
13092 PHKIR   (  0)      -0.070477424       0.031217203  -2.25765     1.632095

SE of equation            =     0.177117616
Sum of squared residuals  =  5.80357026      -0.195390371E-10
Average absolute error    =     0.126974426
Sum of ABS residuals      =  23.8711921    
R squared                 =   0.96769
Durbin-Watson statistic   =   2.49559
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!      *+                              !!          .  0.   .          !
 1966.2!       +                              !!          .  0.   .          !
 1966.3!     * +                              !!          0   .   .          !
 1966.4!     +                                !!          .  0.   .          !
 1967.1!     *+                               !!          . 0 .   .          !
 1967.2!     *+                               !!          .  0.   .          !
 1967.3!     *+                               !!          .  0.   .          !
 1967.4!    * +                               !!          .0  .   .          !
 1968.1!    *+                                !!          .0  .   .          !
 1968.2!   *+                                 !!          . 0 .   .          !
 1968.3!  * +                                 !!          . 0 .   .          !
 1968.4!  *+                                  !!          .0  .   .          !
 1969.1!  +       *                           !!          .   .   .          0
 1969.2!        * +                           !!         0.   .   .          !
 1969.3!        +                             !!          .   0   .          !
 1969.4!        *+                            !!          . 0 .   .          !
 1970.1! *      +                             !!0         .   .   .          !
 1970.2!* +                                   !!          .0  .   .          !
 1970.3!*+                                    !!          . 0 .   .          !
 1970.4* +                                    !!          0   .   .          !
 1971.1!+     *                               !!          .   .   .      0   !
 1971.2!      *+                              !!          . 0 .   .          !
 1971.3!    * +                               !!          0   .   .          !
 1971.4!    *+                                !!          .  0.   .          !
 1972.1!     +   *                            !!          .   .   .   0      !
 1972.2!         +                            !!          .   0   .          !
 1972.3!         +                            !!          .   0   .          !
 1972.4!       * +                            !!          0   .   .          !
 1973.1!       +                              !!          .   0   .          !
 1973.2!      +                               !!          .  0.   .          !
 1973.3!    *+                                !!          . 0 .   .          !
 1973.4!   +  *                               !!          .   .   . 0        !
 1974.1!     +      *                         !!          .   .   .         0!
 1974.2!          *+                          !!          .0  .   .          !
 1974.3!         +                            !!          .   0   .          !
 1974.4!      * +                             !!          0   .   .          !
 1975.1!       +   *                          !!          .   .   .  0       !
 1975.2!           *+                         !!          . 0 .   .          !
 1975.3!          * +                         !!          0   .   .          !
 1975.4!          +   *                       !!          .   .   .  0       !
 1976.1!           *   +                      !!      0   .   .   .          !
 1976.2!           +    *                     !!          .   .   .     0    !
 1976.3!                 + *                  !!          .   .   .0         !
 1976.4!              *    +                  !!    0     .   .   .          !
 1977.1!              +*                      !!          .   .0  .          !
 1977.2!              *+                      !!          . 0 .   .          !
 1977.3!             * +                      !!          0   .   .          !
 1977.4!             +                        !!          .   0   .          !
 1978.1!              +                       !!          .   0   .          !
 1978.2!            *  +                      !!        0 .   .   .          !
 1978.3!             +*                       !!          .   .  0.          !
 1978.4!              *+                      !!          . 0 .   .          !
 1979.1!               +*                     !!          .   . 0 .          !
 1979.2!                +                     !!          .   .0  .          !
 1979.3!                 +*                   !!          .   .0  .          !
 1979.4!              *   +                   !!      0   .   .   .          !
 1980.1!               +  *                   !!          .   .   . 0        !
 1980.2!                   +*                 !!          .   . 0 .          !
 1980.3!                    +                 !!          .  0.   .          !
 1980.4!                 *   +                !!       0  .   .   .          !
 1981.1!                  +*                  !!          .   .  0.          !
 1981.2!                   *+                 !!          . 0 .   .          !
 1981.3!                    +*                !!          .   .  0.          !
 1981.4!                    * +               !!          0   .   .          !
 1982.1!                    +*                !!          .   .0  .          !
 1982.2!                    * +               !!          .0  .   .          !
 1982.3!                     +*               !!          .   .  0.          !
 1982.4!                       +              !!          .   0   .          !
 1983.1!                       +              !!          .   0   .          !
 1983.2!                        +             !!          .   .0  .          !
 1983.3!                        +   *         !!          .   .   . 0        !
 1983.4!                            +*        !!          .   .  0.          !
 1984.1!                             + *      !!          .   .   0          !
 1984.2!                               +      !!          .   0   .          !
 1984.3!                              *+      !!          . 0 .   .          !
 1984.4!                             *+       !!          . 0 .   .          !
 1985.1!                          *  +        !!         0.   .   .          !
 1985.2!                          +           !!          .   .0  .          !
 1985.3!                         *+           !!          . 0 .   .          !
 1985.4!                         +            !!          .   0   .          !
 1986.1!                         *+           !!          .  0.   .          !
 1986.2!                         +  *         !!          .   .   . 0        !
 1986.3!                           *+         !!          . 0 .   .          !
 1986.4!                          *+          !!          . 0 .   .          !
 1987.1!                          +*          !!          .   .0  .          !
 1987.2!                           +          !!          .   0   .          !
 1987.3!                           +*         !!          .   .0  .          !
 1987.4!                          * +         !!         0.   .   .          !
 1988.1!                          +  *        !!          .   .   .0         !
 1988.2!                           * +        !!          0   .   .          !
 1988.3!                           +  *       !!          .   .   .0         !
 1988.4!                          *   +       !!       0  .   .   .          !
 1989.1!                           +*         !!          .   .  0.          !
 1989.2!                          * +         !!          0   .   .          !
 1989.3!                          *+          !!          .   0   .          !
 1989.4!                          *+          !!          . 0 .   .          !
 1990.1!                          +           !!          .   .0  .          !
 1990.2!                          + *         !!          .   . 0 .          !
 1990.3!                           *+         !!          .  0.   .          !
 1990.4!                           +*         !!          .   . 0 .          !
 1991.1!                            *+        !!          . 0 .   .          !
 1991.2!                            + *       !!          .   .   0          !
 1991.3!                              +*      !!          .   . 0 .          !
 1991.4!                               + *    !!          .   .  0.          !
 1992.1!                                +     !!          .   0   .          !
 1992.2!                                +     !!          .   .0  .          !
 1992.3!                               *+     !!          . 0 .   .          !
 1992.4!                              *+      !!          .0  .   .          !
 1993.1!                              + *     !!          .   .   .0         !
 1993.2!                              * +     !!          0   .   .          !
 1993.3!                              + *     !!          .   .   .0         !
 1993.4!                              * +     !!          0   .   .          !
 1994.1!                              +       !!          .   .0  .          !
 1994.2!                              +       !!          .   0   .          !
 1994.3!                              +*      !!          .   . 0 .          !
 1994.4!                               +      !!          .   0   .          !
 1995.1!                               +      *!          .   .   .        0 !
 1995.2!                                    * +!          .0  .   .          !
 1995.3!                                   +  !!          . 0 .   .          !
 1995.4!                                  +  *!!          .   .   .0         !
 1996.1!                                    *+!!          .   0   .          !
 1996.2!                                 *  + !!         0.   .   .          !
 1996.3!                                 + *  !!          .   .  0.          !
 1996.4!                                  +   !!          .   0   .          !
 1997.1!                                * +   !!          .0  .   .          !
 1997.2!                                +*    !!          .   .0  .          !
 1997.3!                                 +*   !!          .   .   0          !
 1997.4!                                  +*  !!          .   .0  .          !
 1998.1!                                  + * !!          .   .  0.          !
 1998.2!                                   +* !!          .   . 0 .          !
 1998.3!                                    +*!!          .   . 0 .          !
 1998.4!                                    +*!!          .   .0  .          !
 1999.1!                                *    +!!      0   .   .   .          !
 1999.2!                                +  *  !!          .   .   . 0        !
 1999.3!                                   +  !!          .   .0  .          !
 1999.4!                                  *+  !!          .  0.   .          !
 2000.1!                                  +*  !!          .   . 0 .          !
 2000.2!                                  + * !!          .   .  0.          !
 2000.3!                                  * + !!          .0  .   .          !
 2000.4!                                  +*  !!          .   . 0 .          !
 2001.1!                                  +   !!          .   0   .          !
 2001.2!                                  +*  !!          .   .  0.          !
 2001.3!                                   +* !!          .   . 0 .          !
 2001.4!                                  * + !!          .0  .   .          !
 2002.1!                                * +   !!          .0  .   .          !
 2002.2!                                +     !!          .   .0  .          !
 2002.3!                                + *   !!          .   .   0          !
 2002.4!                                  +   !!          .   0   .          !
 2003.1!                                  +   !!          .   . 0 .          !
 2003.2!                                  +*  !!          .   . 0 .          !
 2003.3!                                   +  !!          .   .0  .          !
 2003.4!                                   +  !!          .   0   .          !
 2004.1!                                   + *!!          .   .  0.          !
 2004.2!                                    + !!          . 0 .   .          !
 2004.3!                                   + *!!          .   . 0 .          !
 2004.4!                                   *+ !!          .0  .   .          !
 2005.1!                                  *+  !!          .  0.   .          !
 2005.2!                                  +   !!          .   0   .          !
 2005.3!                                 *+   !!          .  0.   .          !
 2005.4!                                 +    !!          .  0.   .          !
 2006.1!                                 +    !!          .   .0  .          !
 2006.2!                                 +    !!          .   0   .          !
 2006.3!                                 +*   !!          .   .0  .          !
 2006.4!                                 *+   !!          .  0.   .          !
 2007.1!                                *+    !!          .0  .   .          !
 2007.2!                                +*    !!          .   . 0 .          !
 2007.3!                                 +*   !!          .   . 0 .          !
 2007.4!                                * +   !!         0.   .   .          !
 2008.1!                                +*    !!          .   . 0 .          !
 2008.2!                                 +    !!          .   0   .          !
 2008.3!                                 +*   !!          .   . 0 .          !
 2008.4!                                  +   !!          .   .0  .          !
 2009.1!                                 *+   !!          . 0 .   .          !
 2009.2!                                 +    !!          .   .0  .          !
 2009.3!                                 +    !!          .  0.   .          !
 2009.4!                                *+    !!          . 0 .   .          !
 2010.1!                                +*    !!          .   . 0 .          !
 2010.2!                                 +*   !!          .   .0  .          !
 2010.3!                                  +   !!          .   0   .          !
 2010.4!                                * +   !!          . 0 .   .          !
 2011.1!                                +*    !!          .   .0  .          !
 2011.2!                                *+    !!          .0  .   .          !
 2011.3!                                +     !!          .   .0  .          !
 2011.4!                              * +     !!          0   .   .          !
 2012.1!                              +       !!          .   0   .          !
 2012.2!                              +*      !!          .   .0  .          !
 2012.3!                            *  +      !!         0.   .   .          !
 2012.4!                             +        !!          .   0   .          !


     21.81 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIIR=SIPX$/IRPMM;                                                      
 GENR LAASIIR=LOG(AASIIR+.00001);                                             
 GENR LASIIR=LOG(ASIIR+.00001);                                               
 LHS AASIIR=EXP(LAASIIR)-.00001;                                              
  EQ 1131 LAASIIR C LASIIR(-1) PSIIR;                                         
EQUATION 896  LAASIIR  
   RHS     C  LASIIR(-1)  PSIIR  
 SMPL 1977.1 2012.4;                                                          
Sample period is now  1977.1 to  2012.4 Internally:   101 to   244
 OLS;EST  896 PLOT=0;END;                                                     

Equation number =  896
**********************

Dependent variable = LAASIIR 

 1977.1 -   2012.4,    0 missing obs.,  144 obs. used.

Mean of dependent variable       -5.176395019

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.053526090       0.108091199  -0.49519     1.000000
13097 LASIIR  ( -1)       0.927140879       0.029595587  31.32700    -5.195710
13095 PSIIR   (  0)      -0.219249726       0.128169605  -1.71062     1.394363

SE of equation            =     0.325837282
Sum of squared residuals  =  14.9699608      -0.870459260E-11
Average absolute error    =     0.236986098
Sum of ABS residuals      =  34.1259981    
R squared                 =   0.95712
Durbin-Watson statistic   =   2.43125
SMPL and No. Obs.         = 1977.1   2012.4    144

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.1!  +                                   !!           .  .0 .           !
 1977.2!  *+                                  !!           . 0.  .           !
 1977.3!  *+                                  !!           . 0.  .           !
 1977.4!  *+                                  !!           . 0.  .           !
 1978.1!  +    *                              !!           .  .  . 0         !
 1978.2! *     +                              !!      0    .  .  .           !
 1978.3! +   *                                !!           .  .  .0          !
 1978.4!     +                                !!           . 0.  .           !
 1979.1*     +                                !!      0    .  .  .           !
 1979.2!+  *                                  !!           .  .  .0          !
 1979.3!   +                                  !!           . 0.  .           !
 1979.4!  *+                                  !!           . 0.  .           !
 1980.1!   +*                                 !!           .  .0 .           !
 1980.2!  * +                                 !!           0  .  .           !
 1980.3!   +  *                               !!           .  .  .0          !
 1980.4!    *  +                              !!           0  .  .           !
 1981.1!     +*                               !!           .  .0 .           !
 1981.2!      +                               !!           . 0.  .           !
 1981.3!      +                               !!           .  .0 .           !
 1981.4!      *+                              !!           . 0.  .           !
 1982.1!     *+                               !!           .0 .  .           !
 1982.2!     +*                               !!           .  .0 .           !
 1982.3!      + *                             !!           .  . 0.           !
 1982.4!      * +                             !!           0  .  .           !
 1983.1!     *+                               !!           .0 .  .           !
 1983.2!     +*                               !!           .  .0 .           !
 1983.3!    * +                               !!           0  .  .           !
 1983.4!     +          *                     !!           .  .  .           0
 1984.1!            *   +                     !!         0 .  .  .           !
 1984.2!            +*                        !!           .  . 0.           !
 1984.3!             +  *                     !!           .  .  0           !
 1984.4!               + *                    !!           .  .  0           !
 1985.1!             *   +                    !!          0.  .  .           !
 1985.2!         *   +                        !!        0  .  .  .           !
 1985.3!         +*                           !!           .  . 0.           !
 1985.4!       *   +                          !!          0.  .  .           !
 1986.1!   *    +                             !!        0  .  .  .           !
 1986.2!     +                                !!           .  0  .           !
 1986.3!     *+                               !!           . 0.  .           !
 1986.4!      +  *                            !!           .  .  .0          !
 1987.1!       *  +                           !!          0.  .  .           !
 1987.2!     *  +                             !!           0  .  .           !
 1987.3!       +*                             !!           .  . 0.           !
 1987.4!         +  *                         !!           .  .  .0          !
 1988.1!            *+                        !!           . 0.  .           !
 1988.2!             +   *                    !!           .  .  . 0         !
 1988.3!             *    +                   !!        0  .  .  .           !
 1988.4!              +  *                    !!           .  .  . 0         !
 1989.1!                 *+                   !!           . 0.  .           !
 1989.2!              *  +                    !!          0.  .  .           !
 1989.3!              *+                      !!           .  0  .           !
 1989.4!               +                      !!           .  0  .           !
 1990.1!                + *                   !!           .  .  0           !
 1990.2!                   +*                 !!           .  .0 .           !
 1990.3!                    +                 !!           .  .0 .           !
 1990.4!                    +*                !!           .  0  .           !
 1991.1!                     +*               !!           .  .0 .           !
 1991.2!                      +               !!           .  0  .           !
 1991.3!                    * +               !!           .0 .  .           !
 1991.4!                    + *               !!           .  .  0           !
 1992.1!                       +              !!           .  0  .           !
 1992.2!                    *  +              !!          0.  .  .           !
 1992.3!                    + *               !!           .  . 0.           !
 1992.4!                      +     *         !!           .  .  .    0      !
 1993.1!                            +*        !!           .  . 0.           !
 1993.2!                             +        !!           .  0  .           !
 1993.3!                             +        !!           .  .0 .           !
 1993.4!                             + *      !!           .  .  0           !
 1994.1!                              +*      !!           .  .0 .           !
 1994.2!                            *  +      !!          0.  .  .           !
 1994.3!                            + *       !!           .  .  0           !
 1994.4!                              +  *    !!           .  .  .0          !
 1995.1!                               *+     !!           . 0.  .           !
 1995.2!                               + *    !!           .  . 0.           !
 1995.3!                                +*    !!           .  .0 .           !
 1995.4!                                +   * !!           .  .  .0          !
 1996.1!                                  *+  !!           . 0.  .           !
 1996.2!                                  +   !!           .  0  .           !
 1996.3!                                 +    !!           . 0.  .           !
 1996.4!                                +  *  !!           .  .  .0          !
 1997.1!                                  +*  !!           .  .0 .           !
 1997.2!                                   +  !!           .  .0 .           !
 1997.3!                                  +*  !!           .  .0 .           !
 1997.4!                                  +  *!!           .  .  0           !
 1998.1!                                   *+ !!           . 0.  .           !
 1998.2!                                   +  !!           .  0  .           !
 1998.3!                                   + *!!           .  .  0           !
 1998.4!                                    + *!           .  . 0.           !
 1999.1!                                  *  +!!          0.  .  .           !
 1999.2!                                 *+   !!           . 0.  .           !
 1999.3!                                *+    !!           . 0.  .           !
 1999.4!                                +*    !!           .  . 0.           !
 2000.1!                              *  +    !!           0  .  .           !
 2000.2!                              +       !!           .  0  .           !
 2000.3!                              + *     !!           .  .  0           !
 2000.4!                                + *   !!           .  . 0.           !
 2001.1!                               * +    !!           0  .  .           !
 2001.2!                             * +      !!           .0 .  .           !
 2001.3!                             +        !!           .  .0 .           !
 2001.4!                             +*       !!           .  .0 .           !
 2002.1!                             +        !!           . 0.  .           !
 2002.2!                          * +         !!           0  .  .           !
 2002.3!                          +*          !!           .  .0 .           !
 2002.4!                           +  *       !!           .  .  0           !
 2003.1!                              +       !!           .  0  .           !
 2003.2!                             *+       !!           . 0.  .           !
 2003.3!                             +        !!           .  0  .           !
 2003.4!                             + *      !!           .  . 0.           !
 2004.1!                              *+      !!           .0 .  .           !
 2004.2!                             *+       !!           . 0.  .           !
 2004.3!                            * +       !!           .0 .  .           !
 2004.4!                             +        !!           .  0  .           !
 2005.1!                             +        !!           . 0.  .           !
 2005.2!                            *+        !!           . 0.  .           !
 2005.3!                            +*        !!           .  .0 .           !
 2005.4!                             +*       !!           .  .0 .           !
 2006.1!                             *+       !!           . 0.  .           !
 2006.2!                             +    *   !!           .  .  . 0         !
 2006.3!                              *   +   !!          0.  .  .           !
 2006.4!                             *+       !!           .0 .  .           !
 2007.1!                            *+        !!           . 0.  .           !
 2007.2!                            *+        !!           .  0  .           !
 2007.3!                             +        !!           .  0  .           !
 2007.4!                             +        !!           . 0.  .           !
 2008.1!                             + *      !!           .  .  0           !
 2008.2!                               +      !!           .  0  .           !
 2008.3!                               +      !!           .  .0 .           !
 2008.4!                               + *    !!           .  . 0.           !
 2009.1!                                *+    !!           . 0.  .           !
 2009.2!                              * +     !!           .0 .  .           !
 2009.3!                             *+       !!           .0 .  .           !
 2009.4!                             +*       !!           .  .0 .           !
 2010.1!                             *+       !!           . 0.  .           !
 2010.2!                            *+        !!           .0 .  .           !
 2010.3!                            +         !!           .  .0 .           !
 2010.4!                         *   +        !!          0.  .  .           !
 2011.1!                      *   +           !!         0 .  .  .           !
 2011.2!                   *   +              !!         0 .  .  .           !
 2011.3!                    +*                !!           .  .0 .           !
 2011.4!                    * +               !!           0  .  .           !
 2012.1!                    +*                !!           .  .0 .           !
 2012.2!                      +               !!           .  0  .           !
 2012.3!                     *+               !!           .0 .  .           !
 2012.4!                      +               !!           .  .0 .           !


     29.17 percent of the residuals exceed 1 SE
      2.78 percent of the residuals exceed 2 SE
@@EQ 1132 LAAVIIR C LAVIIR(-1) PVIIR;SMPL 1994.3 2012.4;OLS;EST 1132 PLOT=0;EN
@@EQ 1133 LAANIIR C LANIIR(-1) PNIIR;SMPL 2003.3 2012.4;OLS;EST 1133 PLOT=0;EN
@@EQ 1134 LAAALIR C LAALIR(-1) PALIR;SMPL 2008.3 2012.4;OLS;EST 1134 PLOT=0;EN
@@EQ 1135 LAAIAIR C LAIAIR(-1) PIAIR;SMPL 1983.1 2012.4;OLS;EST 1135 PLOT=0;EN
@@EQ 1136 LAAINIR C LAINIR(-1) PINIR;SMPL 2000.3 2012.4;OLS;EST 1136 PLOT=0;EN
@@EQ 1137 LAAIQIR C LAIQIR(-1) PIQIR;SMPL 2006.3 2012.4;OLS;EST 1137 PLOT=0;EN
@@EQ 1138 LAAKUIR C LAKUIR(-1) PKUIR;SMPL 1992.2 2012.4;OLS;EST 1138 PLOT=0;EN
@@EQ 1139 LAALIIR C LALIIR(-1) PLIIR;SMPL 2012.3 2012.4;OLS;EST 1139 PLOT=0;EN
@@EQ 1140 LAAUAIR C LAUAIR(-1) PUAIR;SMPL 1982.2 2012.4;OLS;EST 1140 PLOT=0;EN
@EQ  1141 LAAUSPO C LAUSPO(-1) PUSPO;SMPL 1966.1 2012.4;OLS;EST 1141 PLOT=0;EN
@EQ  1142 LAACAPO C LACAPO(-1) PCAPO;SMPL 1966.1 2012.4;OLS;EST 1142 PLOT=0;EN
@EQ  1143 LAAJAPO C LAJAPO(-1) PJAPO;SMPL 1966.1 2012.4;OLS;EST 1143 PLOT=0;EN
@EQ  1144 LAAAUPO C LAAUPO(-1) PAUPO;SMPL 1966.1 2012.4;OLS;EST 1144 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRPO=FRPX$/POPMM;                                                      
 GENR LAAFRPO=LOG(AAFRPO+.00001);                                             
 GENR LAFRPO=LOG(AFRPO+.00001);                                               
 LHS AAFRPO=EXP(LAAFRPO)-.00001;                                              
  EQ 1145 LAAFRPO C LAFRPO(-1) PFRPO;                                         
EQUATION 897  LAAFRPO  
   RHS     C  LAFRPO(-1)  PFRPO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  897 PLOT=0;END;                                                     

Equation number =  897
**********************

Dependent variable = LAAFRPO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.380031540

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.286263459       0.077860117  -3.67664     1.000000
13100 LAFRPO  ( -1)       0.834505234       0.043041251  19.38850    -2.381787
13098 PFRPO   (  0)      -0.082609131       0.046707152  -1.76866     1.285020

SE of equation            =     0.106243480
Sum of squared residuals  =  2.08822027      -0.918509713E-11
Average absolute error    =     0.083548427
Sum of ABS residuals      =  15.7071043    
R squared                 =   0.80212
Durbin-Watson statistic   =   2.35198
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!      +   *                           !!         .    .    0         !
 1966.2!          + *                         !!         .    . 0  .         !
 1966.3!          * +                         !!         . 0  .    .         !
 1966.4!      *    +                          !!      0  .    .    .         !
 1967.1!   *   +                              !!         0    .    .         !
 1967.2!   * +                                !!         . 0  .    .         !
 1967.3! *  +                                 !!         .0   .    .         !
 1967.4!  +      *                            !!         .    .    .   0     !
 1968.1!        *+                            !!         .    0    .         !
 1968.2*         +                            !0         .    .    .         !
 1968.3! +     *                              !!         .    .    .   0     !
 1968.4!   *   +                              !!       0 .    .    .         !
 1969.1!    +   *                             !!         .    .    .0        !
 1969.2!         +                            !!         .    0    .         !
 1969.3!        * +                           !!         . 0  .    .         !
 1969.4!         +  *                         !!         .    .    0         !
 1970.1!            *+                        !!         .   0.    .         !
 1970.2!             +*                       !!         .    .0   .         !
 1970.3!             *+                       !!         .   0.    .         !
 1970.4!          *   +                       !!        0.    .    .         !
 1971.1!           +*                         !!         .    .0   .         !
 1971.2!            + *                       !!         .    .  0 .         !
 1971.3!         *     +                      !!     0   .    .    .         !
 1971.4!       *  +                           !!        0.    .    .         !
 1972.1!        + *                           !!         .    . 0  .         !
 1972.2!          *+                          !!         .  0 .    .         !
 1972.3!          *+                          !!         .  0 .    .         !
 1972.4!           +                          !!         .   0.    .         !
 1973.1!            +*                        !!         .    .0   .         !
 1973.2!            * +                       !!         . 0  .    .         !
 1973.3!             +                        !!         .    0    .         !
 1973.4!              +                       !!         .    0    .         !
 1974.1!               +   *                  !!         .    .    . 0       !
 1974.2!                  * +                 !!         . 0  .    .         !
 1974.3!                  +  *                !!         .    .   0.         !
 1974.4!             *       +                !!   0     .    .    .         !
 1975.1!               +   *                  !!         .    .    .0        !
 1975.2!                   +  *               !!         .    .   0.         !
 1975.3!                     +                !!         .    0    .         !
 1975.4!                  * +                 !!         .0   .    .         !
 1976.1!                  +*                  !!         .    . 0  .         !
 1976.2!                   +                  !!         .    .0   .         !
 1976.3!                   + *                !!         .    .   0.         !
 1976.4!                  *  +                !!         .0   .    .         !
 1977.1!               *  +                   !!        0.    .    .         !
 1977.2!               +                      !!         .   0.    .         !
 1977.3!              *+                      !!         .  0 .    .         !
 1977.4!               +                      !!         .    .0   .         !
 1978.1!                +                     !!         .    0    .         !
 1978.2!                +*                    !!         .    .0   .         !
 1978.3!                 +*                   !!         .    . 0  .         !
 1978.4!                * +                   !!         . 0  .    .         !
 1979.1!                 +                    !!         .    .0   .         !
 1979.2!                 +    *               !!         .    .    . 0       !
 1979.3!                     + *              !!         .    .  0 .         !
 1979.4!                 *     +              !!      0  .    .    .         !
 1980.1!                  + *                 !!         .    .  0 .         !
 1980.2!                   *+                 !!         .   0.    .         !
 1980.3!                 * +                  !!         . 0  .    .         !
 1980.4!                  +*                  !!         .    . 0  .         !
 1981.1!                   +*                 !!         .    . 0  .         !
 1981.2!                    +*                !!         .    .0   .         !
 1981.3!                    +*                !!         .    . 0  .         !
 1981.4!                     + *              !!         .    .  0 .         !
 1982.1!                *     +               !!     0   .    .    .         !
 1982.2!                +*                    !!         .    . 0  .         !
 1982.3!                 +  *                 !!         .    .  0 .         !
 1982.4!                  *+                  !!         .  0 .    .         !
 1983.1!                 *+                   !!         .  0 .    .         !
 1983.2!              *  +                    !!        0.    .    .         !
 1983.3!              +    *                  !!         .    .    . 0       !
 1983.4!                  *+                  !!         .  0 .    .         !
 1984.1!               *  +                   !!         .0   .    .         !
 1984.2!                +                     !!         .    0    .         !
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 1987.3!                   *    +             !!       0 .    .    .         !
 1987.4!                   + *                !!         .    . 0  .         !
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 1989.3!                      *+              !!         .  0 .    .         !
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 1992.2!                           +          !!         .    .0   .         !
 1992.3!                          +           !!         .    0    .         !
 1992.4!                       * +            !!         . 0  .    .         !
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 1993.3!                    *      +          !!    0    .    .    .         !
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 1994.1!                     * +              !!         .  0 .    .         !
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 1994.3!                    +    *            !!         .    .    . 0       !
 1994.4!                        +   *         !!         .    .    .0        !
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 1995.3!                    *+                !!         .  0 .    .         !
 1995.4!                    +   *             !!         .    .    . 0       !
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 1996.3!                   +   *              !!         .    .    .0        !
 1996.4!                    * +               !!         .0   .    .         !
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 1997.4!                    *  +              !!         .0   .    .         !
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 2001.2!                               +    * !!         .    .    . 0       !
 2001.3!                                 +    *!         .    .    . 0       !
 2001.4!                                *  +  !!        0.    .    .         !
 2002.1!                           *  +       !!         0    .    .         !
 2002.2!                          + *         !!         .    . 0  .         !
 2002.3!                           +    *     !!         .    .    .  0      !
 2002.4!                              +       !!         .    0    .         !
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 2003.4!                             + *      !!         .    .  0 .         !
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 2007.4!                  + *                 !!         .    . 0  .         !
 2008.1!                    +*                !!         .    .0   .         !
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 2008.3!                  *  +                !!         0    .    .         !
 2008.4!               *  +                   !!         0    .    .         !
 2009.1!                + *                   !!         .    . 0  .         !
 2009.2!                  + *                 !!         .    . 0  .         !
 2009.3!                    +                 !!         .   0.    .         !
 2009.4!                  * +                 !!         . 0  .    .         !
 2010.1!                *  +                  !!         .0   .    .         !
 2010.2!              *   +                   !!         0    .    .         !
 2010.3!                +*                    !!         .    .  0 .         !
 2010.4!              *   +                   !!       0 .    .    .         !
 2011.1!               +                      !!         .   0.    .         !
 2011.2!              * +                     !!         . 0  .    .         !
 2011.3!                +                     !!         .    .0   .         !
 2011.4!              *   +                   !!        0.    .    .         !
 2012.1!               +*                     !!         .    .0   .         !
 2012.2!                *+                    !!         . 0  .    .         !
 2012.3!                 +                    !!         .    0    .         !
 2012.4!               *  +                   !!         0    .    .         !


     30.32 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ  1146 LAAGEPO C LAGEPO(-1) PGEPO;SMPL 1966.1 2012.4;OLS;EST 1146 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITPO=ITPX$/POPMM;                                                      
 GENR LAAITPO=LOG(AAITPO+.00001);                                             
 GENR LAITPO=LOG(AITPO+.00001);                                               
 LHS AAITPO=EXP(LAAITPO)-.00001;                                              
  EQ 1147 LAAITPO C LAITPO(-1) PITPO;                                         
EQUATION 898  LAAITPO  
   RHS     C  LAITPO(-1)  PITPO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  898 PLOT=0;END;                                                     

Equation number =  898
**********************

Dependent variable = LAAITPO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.440006915

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.251690122       0.093325990  -2.69689     1.000000
13103 LAITPO  ( -1)       0.843750052       0.040358836  20.90620    -2.440036
13101 PITPO   (  0)      -0.137447074       0.086679501  -1.58569     0.942448

SE of equation            =     0.113131032
Sum of squared residuals  =  2.36774662      -0.516697796E-11
Average absolute error    =     0.083813075
Sum of ABS residuals      =  15.7568581    
R squared                 =   0.76814
Durbin-Watson statistic   =   2.56725
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!       +     *                        !!          .   .   . 0        !
 1966.2!            *+                        !!          .  0.   .          !
 1966.3!        *    +                        !!         0.   .   .          !
 1966.4!       * +                            !!          . 0 .   .          !
 1967.1!        +*                            !!          .   0   .          !
 1967.2!         + *                          !!          .   . 0 .          !
 1967.3!           +  *                       !!          .   .  0.          !
 1967.4!             *+                       !!          .  0.   .          !
 1968.1!            +   *                     !!          .   .  0.          !
 1968.2!            *  +                      !!          .0  .   .          !
 1968.3!            +   *                     !!          .   .   0          !
 1968.4!                +   *                 !!          .   .   .0         !
 1969.1!                *  +                  !!          .0  .   .          !
 1969.2!              * +                     !!          . 0 .   .          !
 1969.3!              + *                     !!          .   . 0 .          !
 1969.4!         *     +                      !!        0 .   .   .          !
 1970.1!          +                           !!          .   0   .          !
 1970.2!           +  *                       !!          .   .  0.          !
 1970.3!              + *                     !!          .   . 0 .          !
 1970.4!                +                     !!          .   0   .          !
 1971.1!        *       +                     !!      0   .   .   .          !
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 1971.3!           +                          !!          .  0.   .          !
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 1980.1!                *  +                  !!          .0  .   .          !
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 1980.3!                  * +                 !!          . 0 .   .          !
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 1981.1!             *    +                   !!         0.   .   .          !
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 1981.3!             +  *                     !!          .   .  0.          !
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 1982.3!             *   +                    !!          0   .   .          !
 1982.4!            *+                        !!          . 0 .   .          !
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 1983.2!           *   +                      !!          0   .   .          !
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 1984.2!        *   +                         !!          0   .   .          !
 1984.3!         +*                           !!          .   .0  .          !
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 1986.4!                       +              *!          .   .   .          0
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 1987.2!                         + *          !!          .   . 0 .          !
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 1988.4!                     *+               !!          . 0 .   .          !
 1989.1!                    +   *             !!          .   .   0          !
 1989.2!                       +*             !!          .   . 0 .          !
 1989.3!                       + *            !!          .   .  0.          !
 1989.4!                     *  +             !!          .0  .   .          !
 1990.1!                    +     *           !!          .   .   . 0        !
 1990.2!                        +   *         !!          .   .   0          !
 1990.3!                          +  *        !!          .   .  0.          !
 1990.4!                        *  +          !!          .0  .   .          !
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 1991.4!                        +*            !!          .   .0  .          !
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 1992.3!                        + *           !!          .   .0  .          !
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 1993.3!                   *    +             !!         0.   .   .          !
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 1995.2!                       +              !!          .   0   .          !
 1995.3!                      +               !!          .   0   .          !
 1995.4!                     +           *    !!          .   .   .       0  !
 1996.1!                         *     +      !!        0 .   .   .          !
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 2003.2!         *   +                        !!          0   .   .          !
 2003.3!         +*                           !!          .   0   .          !
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 2004.1!             +                        !!          .   .0  .          !
 2004.2!         *   +                        !!          0   .   .          !
 2004.3!       *  +                           !!          .0  .   .          !
 2004.4!      * +                             !!          . 0 .   .          !
 2005.1!       +                              !!          .   0   .          !
 2005.2!      * +                             !!          .  0.   .          !
 2005.3!     * +                              !!          . 0 .   .          !
 2005.4!     *+                               !!          .  0.   .          !
 2006.1!      +  *                            !!          .   .  0.          !
 2006.2!        * +                           !!          .  0.   .          !
 2006.3!       * +                            !!          . 0 .   .          !
 2006.4!     * +                              !!          . 0 .   .          !
 2007.1!    * +                               !!          . 0 .   .          !
 2007.2!   * +                                !!          . 0 .   .          !
 2007.3!    +                                 !!          .  0.   .          !
 2007.4!   * +                                !!          . 0 .   .          !
 2008.1!*   +                                 !!          0   .   .          !
 2008.2! + *                                  !!          .   .0  .          !
 2008.3!  * +                                 !!          . 0 .   .          !
 2008.4!  *+                                  !!          .  0.   .          !
 2009.1!   +*                                 !!          .   .0  .          !
 2009.2!     +          *                     !!          .   .   .       0  !
 2009.3!      *        +                      !!     0    .   .   .          !
 2009.4!      +    *                          !!          .   .   .0         !
 2010.1!     *     +                          !!        0 .   .   .          !
 2010.2*      +                               !!       0  .   .   .          !
 2010.3! +   *                                !!          .   .   0          !
 2010.4!  *  +                                !!          0   .   .          !
 2011.1!   + *                                !!          .   . 0 .          !
 2011.2!     *+                               !!          .  0.   .          !
 2011.3!      +*                              !!          .   0   .          !
 2011.4!     *  +                             !!          .0  .   .          !
 2012.1!       +*                             !!          .   . 0 .          !
 2012.2!     *   +                            !!         0.   .   .          !
 2012.3!      +*                              !!          .   .0  .          !
 2012.4!      * +                             !!          . 0 .   .          !


     27.66 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEPO=NEPX$/POPMM;                                                      
 GENR LAANEPO=LOG(AANEPO+.00001);                                             
 GENR LANEPO=LOG(ANEPO+.00001);                                               
 LHS AANEPO=EXP(LAANEPO)-.00001;                                              
  EQ 1148 LAANEPO C LANEPO(-1) PNEPO;                                         
EQUATION 899  LAANEPO  
   RHS     C  LANEPO(-1)  PNEPO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  899 PLOT=0;END;                                                     

Equation number =  899
**********************

Dependent variable = LAANEPO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.281820364

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.349270930       0.110026839  -3.17442     1.000000
13106 LANEPO  ( -1)       0.753893613       0.049225257  15.31518    -3.287168
13104 PNEPO   (  0)      -0.369993460       0.097500930  -3.79477     1.228061

SE of equation            =     0.135482777
Sum of squared residuals  =  3.39578282       0.556910074E-10
Average absolute error    =     0.102521387
Sum of ABS residuals      =  19.2740208    
R squared                 =   0.79767
Durbin-Watson statistic   =   2.62560
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!       *+                             !!          .  0.   .          !
 1966.2!      * +                             !!          .  0.   .          !
 1966.3!        + *                           !!          .   . 0 .          !
 1966.4!          +    *                      !!          .   .   .0         !
 1967.1!              +                       !!          .   0   .          !
 1967.2!        *   +                         !!          0   .   .          !
 1967.3! *      +                             !!       0  .   .   .          !
 1967.4!  +   *                               !!          .   .   .0         !
 1968.1*      +                               !!       0  .   .   .          !
 1968.2!  +                                   !!          .   .0  .          !
 1968.3! * +                                  !!          . 0 .   .          !
 1968.4!   +*                                 !!          .   .0  .          !
 1969.1!     + *                              !!          .   . 0 .          !
 1969.2!       *+                             !!          .  0.   .          !
 1969.3!      * +                             !!          . 0 .   .          !
 1969.4!   *    +                             !!         0.   .   .          !
 1970.1!      +                               !!          .   0   .          !
 1970.2!  *      +                            !!       0  .   .   .          !
 1970.3!     +  *                             !!          .   . 0 .          !
 1970.4!        * +                           !!          . 0 .   .          !
 1971.1!         *+                           !!          .  0.   .          !
 1971.2!         *+                           !!          . 0 .   .          !
 1971.3!  *        +                          !!     0    .   .   .          !
 1971.4!    * +                               !!          . 0 .   .          !
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 1972.4!     *       +                        !!      0   .   .   .          !
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 1975.2!             +   *                    !!          .   .   .0         !
 1975.3!             *    +                   !!         0.   .   .          !
 1975.4!              +      *                !!          .   .   .  0       !
 1976.1!               *    +                 !!         0.   .   .          !
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 1981.3!       +      *                       !!          .   .   .  0       !
 1981.4!             +*                       !!          .   . 0 .          !
 1982.1!           * +                        !!          . 0 .   .          !
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 1982.3!            +      *                  !!          .   .   .  0       !
 1982.4!                 +            *       !!          .   .   .         0!
 1983.1!                 *        +           !!     0    .   .   .          !
 1983.2!                +              *      !!          .   .   .          0
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 2009.2!                                 *+   !!          . 0 .   .          !
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 2009.4!                                +  *  !!          .   .  0.          !
 2010.1!                                 +    *!          .   .   .0         !
 2010.2!                                 *  + !!          . 0 .   .          !
 2010.3!                                +  *  !!          .   .  0.          !
 2010.4!                                  +*  !!          .   .0  .          !
 2011.1!                               * +    !!          . 0 .   .          !
 2011.2!                               +*     !!          .   .0  .          !
 2011.3!                               +      !!          .   0   .          !
 2011.4!                              + *     !!          .   . 0 .          !
 2012.1!                               +  *   !!          .   . 0 .          !
 2012.2!                                 +   *!!          .   .   .0         !
 2012.3!                                  *+  !!          . 0 .   .          !
 2012.4!                                 +    *!          .   .   .0         !


     29.26 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTPO=STPX$/POPMM;                                                      
 GENR LAASTPO=LOG(AASTPO+.00001);                                             
 GENR LASTPO=LOG(ASTPO+.00001);                                               
 LHS AASTPO=EXP(LAASTPO)-.00001;                                              
  EQ 1149 LAASTPO C LASTPO(-1) PSTPO;                                         
EQUATION 900  LAASTPO  
   RHS     C  LASTPO(-1)  PSTPO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  900 PLOT=0;END;                                                     

Equation number =  900
**********************

Dependent variable = LAASTPO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.662777457

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.008813472       0.057884800  -0.15226     1.000000
13109 LASTPO  ( -1)       0.903666007       0.031284750  28.88519    -3.653539
13107 PSTPO   (  0)      -0.365535716       0.135650241  -2.69469     0.964025

SE of equation            =     0.123364531
Sum of squared residuals  =  2.81547939       0.780575604E-11
Average absolute error    =     0.088988704
Sum of ABS residuals      =  16.7298763    
R squared                 =   0.96534
Durbin-Watson statistic   =   2.86142
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                  +   !!           .  0  .           !
 1966.2!                                  +*  !!           .  .0 .           !
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 1990.3!              +                       !!           . 0.  .           !
 1990.4!              +  *                    !!           .  .  .0          !
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 2000.4!   +  *                               !!           .  .  . 0         !
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 2003.2!    +  *                              !!           .  .  .0          !
 2003.3!   *   +                              !!        0  .  .  .           !
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 2006.2*     +                                !!      0    .  .  .           !
 2006.3!+  *                                  !!           .  .  .0          !
 2006.4!    + *                               !!           .  .  0           !
 2007.1!  *   +                               !!         0 .  .  .           !
 2007.2!   +*                                 !!           .  .0 .           !
 2007.3!  * +                                 !!           0  .  .           !
 2007.4!   + *                                !!           .  . 0.           !
 2008.1!  *  +                                !!         0 .  .  .           !
 2008.2!  +*                                  !!           .  0  .           !
 2008.3!   +                                  !!           .  0  .           !
 2008.4!    +                                 !!           .  0  .           !
 2009.1!   + *                                !!           .  . 0.           !
 2009.2!   *+                                 !!           .0 .  .           !
 2009.3!  + *                                 !!           .  . 0.           !
 2009.4!    +                                 !!           .  0  .           !
 2010.1!   +                                  !!           .  0  .           !
 2010.2!   +                                  !!           .  0  .           !
 2010.3!  + *                                 !!           .  .  0           !
 2010.4!  * +                                 !!           0  .  .           !
 2011.1! +*                                   !!           .  .0 .           !
 2011.2! +*                                   !!           .  .0 .           !
 2011.3! +*                                   !!           .  .0 .           !
 2011.4! +*                                   !!           .  . 0.           !
 2012.1!  + *                                 !!           .  .  0           !
 2012.2!    +                                 !!           .  0  .           !
 2012.3!*  +                                  !!          0.  .  .           !
 2012.4!+  *                                  !!           .  .  . 0         !


     24.47 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKPO=UKPX$/POPMM;                                                      
 GENR LAAUKPO=LOG(AAUKPO+.00001);                                             
 GENR LAUKPO=LOG(AUKPO+.00001);                                               
 LHS AAUKPO=EXP(LAAUKPO)-.00001;                                              
  EQ 1150 LAAUKPO C LAUKPO(-1) PUKPO;                                         
EQUATION 901  LAAUKPO  
   RHS     C  LAUKPO(-1)  PUKPO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  901 PLOT=0;END;                                                     

Equation number =  901
**********************

Dependent variable = LAAUKPO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.500237332

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.047551257       0.078425043  -0.60633     1.000000
13112 LAUKPO  ( -1)       0.971964644       0.017965428  54.10195    -2.493273
13110 PUKPO   (  0)      -0.027538777       0.069771253  -0.39470     1.064438

SE of equation            =     0.120535369
Sum of squared residuals  =  2.68782341      -0.278865819E-11
Average absolute error    =     0.090679511
Sum of ABS residuals      =  17.0477481    
R squared                 =   0.94338
Durbin-Watson statistic   =   2.51217
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                               +  *   !!         .    .    0         !
 1966.2!                              *  +    !!       0 .    .    .         !
 1966.3!                             +      * !!         .    .    .       0 !
 1966.4!                                    + !!         .    0    .         !
 1967.1!                                 * +  !!         0    .    .         !
 1967.2!                                +     !!         .   0.    .         !
 1967.3!                               +      !!         .   0.    .         !
 1967.4!                              +*      !!         .    . 0  .         !
 1968.1!                              *+      !!         .  0 .    .         !
 1968.2!                             +    *   !!         .    .    .  0      !
 1968.3!                                *+    !!         .  0 .    .         !
 1968.4!                               + *    !!         .    .   0.         !
 1969.1!                                 + *  !!         .    .   0.         !
 1969.2!                                  +  *!!         .    .   0.         !
 1969.3!                                    + !!         .    0    .         !
 1969.4!                                   +* !!         .    .0   .         !
 1970.1!                                  *+  !!         . 0  .    .         !
 1970.2!                                 + *  !!         .    .   0.         !
 1970.3!                                   +  !!         .    .0   .         !
 1970.4!                                   +  !!         .    .0   .         !
 1971.1!                                   +  !!         .    0    .         !
 1971.2!                                  +  *!!         .    .    0         !
 1971.3!                                    *+!!         .   0.    .         !
 1971.4!                                   + *!!         .    .   0.         !
 1972.1!                                  *  +!!         0    .    .         !
 1972.2!                                 +   *!!         .    .    0         !
 1972.3!                                    +*!!         .    .0   .         !
 1972.4!                                    + *!         .    .  0 .         !
 1973.1!                                     +*!         .    . 0  .         !
 1973.2!                                  *  +!!        0.    .    .         !
 1973.3!                                  +  *!!         .    .    0         !
 1973.4!                                    + !!         .    0    .         !
 1974.1!                                    + !!         .    0    .         !
 1974.2!                                  *+  !!         . 0  .    .         !
 1974.3!                                *+    !!         .  0 .    .         !
 1974.4!                                + *   !!         .    .  0 .         !
 1975.1!                                 +*   !!         .    .0   .         !
 1975.2!                                 *+   !!         .   0.    .         !
 1975.3!                                 +*   !!         .    . 0  .         !
 1975.4!                                * +   !!         . 0  .    .         !
 1976.1!                                +     !!         .    .0   .         !
 1976.2!                              * +     !!         . 0  .    .         !
 1976.3!                              + *     !!         .    .  0 .         !
 1976.4!                               +  *   !!         .    .    0         !
 1977.1!                                * +   !!         .  0 .    .         !
 1977.2!                                +     !!         .    0    .         !
 1977.3!                               +*     !!         .    . 0  .         !
 1977.4!                                + *   !!         .    .  0 .         !
 1978.1!                              *  +    !!         0    .    .         !
 1978.2!                              +  *    !!         .    .    0         !
 1978.3!                                +*    !!         .    .0   .         !
 1978.4!                               *+     !!         . 0  .    .         !
 1979.1!                         *    +       !!     0   .    .    .         !
 1979.2!                         +      *     !!         .    .    .        0!
 1979.3!                               *+     !!         .  0 .    .         !
 1979.4!                              +*      !!         .    .0   .         !
 1980.1!                             * +      !!         .0   .    .         !
 1980.2!                            +         !!         .    0    .         !
 1980.3!                           +          !!         .   0.    .         !
 1980.4!                         * +          !!         . 0  .    .         !
 1981.1!                      *  +            !!         .0   .    .         !
 1981.2!               *      +               !! 0       .    .    .         !
 1981.3!              +                       !!         .    0    .         !
 1981.4!              +    *                  !!         .    .    .  0      !
 1982.1!                * +                   !!         . 0  .    .         !
 1982.2!                +  *                  !!         .    .    .0        !
 1982.3!                   + *                !!         .    .  0 .         !
 1982.4!                    +   *             !!         .    .    .0        !
 1983.1!                      * +             !!         . 0  .    .         !
 1983.2!                 *    +               !!      0  .    .    .         !
 1983.3!                *+                    !!         .   0.    .         !
 1983.4!                + *                   !!         .    .  0 .         !
 1984.1!                 *+                   !!         .  0 .    .         !
 1984.2!              *  +                    !!         0    .    .         !
 1984.3!              +     *                 !!         .    .    .      0  !
 1984.4!                 *  +                 !!         0    .    .         !
 1985.1!                 +     *              !!         .    .    .    0    !
 1985.2!                *     +               !!    0    .    .    .         !
 1985.3!                + *                   !!         .    . 0  .         !
 1985.4!                 +*                   !!         .    .0   .         !
 1986.1!                  + *                 !!         .    .  0 .         !
 1986.2!                  *+                  !!         . 0  .    .         !
 1986.3!                  +                   !!         .    . 0  .         !
 1986.4!                  + *                 !!         .    .  0 .         !
 1987.1!                    + *               !!         .    .   0.         !
 1987.2!                      +*              !!         .    . 0  .         !
 1987.3!                      +*              !!         .    .0   .         !
 1987.4!                       +              !!         .    0    .         !
 1988.1!                    *  +              !!         0    .    .         !
 1988.2!                    +  *              !!         .    .    0         !
 1988.3!                  *   +               !!       0 .    .    .         !
 1988.4!                  +   *               !!         .    .    .  0      !
 1989.1!                   *  +               !!        0.    .    .         !
 1989.2!                   +                  !!         .    .0   .         !
 1989.3!                   + *                !!         .    .  0 .         !
 1989.4!                    +                 !!         .    0    .         !
 1990.1!                 *  +                 !!        0.    .    .         !
 1990.2!                 +                    !!         .    0    .         !
 1990.3!                 + *                  !!         .    .    0         !
 1990.4!                   +     *            !!         .    .    .     0   !
 1991.1!                  *      +            !!   0     .    .    .         !
 1991.2!                  +*                  !!         .    .0   .         !
 1991.3!                  *+                  !!         .  0 .    .         !
 1991.4!                 +*                   !!         .    0    .         !
 1992.1!                 +                    !!         .    0    .         !
 1992.2!                 +*                   !!         .    . 0  .         !
 1992.3!               *  +                   !!       0 .    .    .         !
 1992.4!               +  *                   !!         .    .    .0        !
 1993.1!                  +*                  !!         .    . 0  .         !
 1993.2!                   +                  !!         .    0    .         !
 1993.3!              *    +                  !!     0   .    .    .         !
 1993.4!              +*                      !!         .    .  0 .         !
 1994.1!               +*                     !!         .    0    .         !
 1994.2!            *  +                      !!        0.    .    .         !
 1994.3!            +  *                      !!         .    .   0.         !
 1994.4!            *  +                      !!         0    .    .         !
 1995.1!            + *                       !!         .    .  0 .         !
 1995.2!          *   +                       !!        0.    .    .         !
 1995.3!          + *                         !!         .    .  0 .         !
 1995.4!            +     *                   !!         .    .    .    0    !
 1996.1!              *   +                   !!        0.    .    .         !
 1996.2!              +                       !!         .    0    .         !
 1996.3!              + *                     !!         .    .  0 .         !
 1996.4!                +*                    !!         .    . 0  .         !
 1997.1!              *  +                    !!         0    .    .         !
 1997.2!              +                       !!         .    0    .         !
 1997.3!              +*                      !!         .    . 0  .         !
 1997.4!               +*                     !!         .    . 0  .         !
 1998.1!             *  +                     !!         0    .    .         !
 1998.2!            *+                        !!         .   0.    .         !
 1998.3!            +                         !!         .    0    .         !
 1998.4!            +*                        !!         .    .0   .         !
 1999.1!             +*                       !!         .    . 0  .         !
 1999.2!              +*                      !!         .    .0   .         !
 1999.3!             *+                       !!         . 0  .    .         !
 1999.4!             +                        !!         .    .0   .         !
 2000.1!            *+                        !!         .  0 .    .         !
 2000.2!            +                         !!         .    .0   .         !
 2000.3!         *  +                         !!         0    .    .         !
 2000.4!         +*                           !!         .    .0   .         !
 2001.1!         *+                           !!         . 0  .    .         !
 2001.2!       * +                            !!         .  0 .    .         !
 2001.3!      * +                             !!         . 0  .    .         !
 2001.4!      +  *                            !!         .    .    0         !
 2002.1!         +                            !!         .    0    .         !
 2002.2!         +                            !!         .    0    .         !
 2002.3!      *  +                            !!        0.    .    .         !
 2002.4!      + *                             !!         .    .  0 .         !
 2003.1!     *  +                             !!         .0   .    .         !
 2003.2!      +                               !!         .    0    .         !
 2003.3!      +*                              !!         .    .0   .         !
 2003.4!      *+                              !!         . 0  .    .         !
 2004.1!      +                               !!         .   0.    .         !
 2004.2!     *+                               !!         .   0.    .         !
 2004.3!     +*                               !!         .    . 0  .         !
 2004.4!      *+                              !!         .   0.    .         !
 2005.1!      + *                             !!         .    .   0.         !
 2005.2!       *+                             !!         . 0  .    .         !
 2005.3!       +                              !!         .    .0   .         !
 2005.4!       *+                             !!         .   0.    .         !
 2006.1!       +        *                     !!         .    .    .         0
 2006.2!                + *                   !!         .    .   0.         !
 2006.3!              *   +                   !!      0  .    .    .         !
 2006.4!     *        +                       !0         .    .    .         !
 2007.1!    * +                               !!         . 0  .    .         !
 2007.2!*   +                                 !!      0  .    .    .         !
 2007.3!+  *                                  !!         .    .    0         !
 2007.4!    +*                                !!         .    . 0  .         !
 2008.1! *   +                                !!       0 .    .    .         !
 2008.2! *+                                   !!         .   0.    .         !
 2008.3!  +*                                  !!         .    .  0 .         !
 2008.4!    +                                 !!         .    .0   .         !
 2009.1!   * +                                !!         .  0 .    .         !
 2009.2!    +                                 !!         .    0    .         !
 2009.3!  * +                                 !!         .0   .    .         !
 2009.4!  +  *                                !!         .    .    .0        !
 2010.1!  *   +                               !!       0 .    .    .         !
 2010.2!  +*                                  !!         .    0    .         !
 2010.3!   +  *                               !!         .    .    0         !
 2010.4!      + *                             !!         .    .  0 .         !
 2011.1!   *    +                             !!     0   .    .    .         !
 2011.2!  *+                                  !!         .  0 .    .         !
 2011.3!   + *                                !!         .    .  0 .         !
 2011.4!   * +                                !!         .0   .    .         !
 2012.1!  *+                                  !!         .  0 .    .         !
 2012.2! * +                                  !!         . 0  .    .         !
 2012.3* +                                    !!         .0   .    .         !
 2012.4+   *                                  !!         .    .    .0        !


     28.19 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@EQ  1151 LAAFIPO C LAFIPO(-1) PFIPO;SMPL 1966.1 2012.4;OLS;EST 1151 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASPO=ASPX$/POPMM;                                                      
 GENR LAAASPO=LOG(AAASPO+.00001);                                             
 GENR LAASPO=LOG(AASPO+.00001);                                               
 LHS AAASPO=EXP(LAAASPO)-.00001;                                              
  EQ 1152 LAAASPO C LAASPO(-1) PASPO;                                         
EQUATION 902  LAAASPO  
   RHS     C  LAASPO(-1)  PASPO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  902 PLOT=0;END;                                                     

Equation number =  902
**********************

Dependent variable = LAAASPO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.712828795

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.183657846       0.344514824  -3.43572     1.000000
13115 LAASPO  ( -1)       0.819197636       0.044056046  18.59444    -6.699016
13113 PASPO   (  0)      -0.035019483       0.170214337  -0.20574     1.180847

SE of equation            =     0.593635731
Sum of squared residuals  =  65.1946255       0.891819951E-11
Average absolute error    =     0.470631004
Sum of ABS residuals      =  88.4786288    
R squared                 =   0.65376
Durbin-Watson statistic   =   2.65816
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                      + *             !!          .   . 0 .          !
 1966.2!                       *+             !!          .   0   .          !
 1966.3!                       +*             !!          .   .0  .          !
 1966.4!                        + *           !!          .   . 0 .          !
 1967.1!                         +*           !!          .   .0  .          !
 1967.2!                         +            !!          .   .0  .          !
 1967.3!                      * +             !!          . 0 .   .          !
 1967.4!                      +  *            !!          .   .  0.          !
 1968.1!                        + *           !!          .   .0  .          !
 1968.2!                         + *          !!          .   . 0 .          !
 1968.3!                       * +            !!          . 0 .   .          !
 1968.4!                       +  *           !!          .   .  0.          !
 1969.1!                         +*           !!          .   .0  .          !
 1969.2!                         + *          !!          .   . 0 .          !
 1969.3!                         +     *      !!          .   .   .0         !
 1969.4!                        *    +        !!         0.   .   .          !
 1970.1!                       +    *         !!          .   .   0          !
 1970.2!                          +           !!          .   0   .          !
 1970.3!                         +*           !!          .   .0  .          !
 1970.4!                         +   *        !!          .   .   0          !
 1971.1!                         * +          !!          . 0 .   .          !
 1971.2!                       *+             !!          .  0.   .          !
 1971.3!                      +               !!          .   0   .          !
 1971.4!                     *+               !!          .  0.   .          !
 1972.1!                    *+                !!          .  0.   .          !
 1972.2!                    +  *              !!          .   .  0.          !
 1972.3!                      +    *          !!          .   .   .0         !
 1972.4!                          +           !!          .   0   .          !
 1973.1!                         +    *       !!          .   .   0          !
 1973.2!                        *   +         !!          .0  .   .          !
 1973.3!                       +     *        !!          .   .   .0         !
 1973.4!                      *    +          !!         0.   .   .          !
 1974.1!                     +     *          !!          .   .   .0         !
 1974.2!                         +*           !!          .   .0  .          !
 1974.3!                         +*           !!          .   .0  .          !
 1974.4!                *        +            !!      0   .   .   .          !
 1975.1!                 +                *   !!          .   .   .          0
 1975.2!                        *      +      !!        0 .   .   .          !
 1975.3!                       +              !!          .   0   .          !
 1975.4!                       +         *    !!          .   .   .    0     !
 1976.1!                     *         +      !!     0    .   .   .          !
 1976.2!                     +  *             !!          .   .  0.          !
 1976.3!                       + *            !!          .   . 0 .          !
 1976.4!                       *+             !!          .  0.   .          !
 1977.1!                     * +              !!          . 0 .   .          !
 1977.2!                     +     *          !!          .   .   . 0        !
 1977.3!                         *+           !!          .   0   .          !
 1977.4!                        +  *          !!          .   . 0 .          !
 1978.1!                          +   *       !!          .   .   0          !
 1978.2!                            +         !!          .  0.   .          !
 1978.3!                          +*          !!          .   .0  .          !
 1978.4!                         *+           !!          .  0.   .          !
 1979.1!                        +         *   !!          .   .   .    0     !
 1979.2!                                +*    !!          .   .0  .          !
 1979.3!                               +      *!          .   .   . 0        !
 1979.4!                          *        +  !!      0   .   .   .          !
 1980.1!                         +  *         !!          .   .  0.          !
 1980.2!                          +  *        !!          .   . 0 .          !
 1980.3!                        *  +          !!          .0  .   .          !
 1980.4!                       +              !!          .   0   .          !
 1981.1!                 *    +               !!         0.   .   .          !
 1981.2!                 +      *             !!          .   .   . 0        !
 1981.3!                       +*             !!          .   0   .          !
 1981.4!                       +      *       !!          .   .   . 0        !
 1982.1!                            +  *      !!          .   .  0.          !
 1982.2!                             +        !!          .  0.   .          !
 1982.3!                       *   +          !!          .0  .   .          !
 1982.4!                       +        *     !!          .   .   .   0      !
 1983.1!                      *       +       !!       0  .   .   .          !
 1983.2!                     +*               !!          .   0   .          !
 1983.3!                     + *              !!          .   . 0 .          !
 1983.4!                       +     *        !!          .   .   .0         !
 1984.1!                           +          !!          .  0.   .          !
 1984.2!                         +  *         !!          .   .  0.          !
 1984.3!                           +    *     !!          .   .   0          !
 1984.4!                     *       +        !!       0  .   .   .          !
 1985.1!                     +  *             !!          .   .  0.          !
 1985.2!                       +        *     !!          .   .   .   0      !
 1985.3!                              +      *!!          .   .   .  0       !
 1985.4!                                  +   *!          .   .  0.          !
 1986.1!                             *     +  !!         0.   .   .          !
 1986.2!                            +         !!          .   0   .          !
 1986.3!                          *+          !!          .   0   .          !
 1986.4!                     *   +            !!          0   .   .          !
 1987.1!                     +       *        !!          .   .   .  0       !
 1987.2!                            +*        !!          .   .0  .          !
 1987.3!                         * +          !!          . 0 .   .          !
 1987.4!                        +*            !!          .   0   .          !
 1988.1!                        +      *      !!          .   .   .  0       !
 1988.2!                      *      +        !!        0 .   .   .          !
 1988.3!                      +               !!          .   0   .          !
 1988.4!                      + *             !!          .   . 0 .          !
 1989.1!                       +   *          !!          .   .  0.          !
 1989.2!                          +*          !!          .   .0  .          !
 1989.3!                   *      +           !!         0.   .   .          !
 1989.4!                    + *               !!          .   . 0 .          !
 1990.1!                      +  *            !!          .   .   0          !
 1990.2!                        *+            !!          .  0.   .          !
 1990.3!                  *    +              !!         0.   .   .          !
 1990.4!                  +      *            !!          .   .   . 0        !
 1991.1!                    *   +             !!          0   .   .          !
 1991.2!                 *  +                 !!          . 0 .   .          !
 1991.3!                  + *                 !!          .   .0  .          !
 1991.4!                  * +                 !!          .  0.   .          !
 1992.1!                *  +                  !!          . 0 .   .          !
 1992.2!                 +   *                !!          .   .   0          !
 1992.3!                     +  *             !!          .   . 0 .          !
 1992.4!                   *   +              !!          .0  .   .          !
 1993.1!                    +                 !!          .   0   .          !
 1993.2!                    + *               !!          .   . 0 .          !
 1993.3!               *      +               !!        0 .   .   .          !
 1993.4!                +     *               !!          .   .   .0         !
 1994.1!               *      +               !!        0 .   .   .          !
 1994.2!                +*                    !!          .   .0  .          !
 1994.3!                 +       *            !!          .   .   .  0       !
 1994.4!                *       +             !!       0  .   .   .          !
 1995.1!                 +   *                !!          .   .  0.          !
 1995.2!                     +  *             !!          .   .  0.          !
 1995.3!                    *  +              !!          .0  .   .          !
 1995.4!              *     +                 !!         0.   .   .          !
 1996.1!                +  *                  !!          .   .  0.          !
 1996.2!                   +     *            !!          .   .   .0         !
 1996.3!                 *      +             !!        0 .   .   .          !
 1996.4!                * +                   !!          . 0 .   .          !
 1997.1!                 + *                  !!          .   . 0 .          !
 1997.2!                 * +                  !!          . 0 .   .          !
 1997.3!             *    +                   !!          0   .   .          !
 1997.4!              +     *                 !!          .   .   .0         !
 1998.1!                *   +                 !!          0   .   .          !
 1998.2!              *  +                    !!          . 0 .   .          !
 1998.3!               +  *                   !!          .   .  0.          !
 1998.4!                   + *                !!          .   . 0 .          !
 1999.1!                     +                !!          .   0   .          !
 1999.2!                 *   +                !!          .0  .   .          !
 1999.3!                  + *                 !!          .   . 0 .          !
 1999.4!                 *  +                 !!          .0  .   .          !
 2000.1!                *+                    !!          .  0.   .          !
 2000.2!             *   +                    !!          0   .   .          !
 2000.3!              +*                      !!          .   .0  .          !
 2000.4!            *   +                     !!          0   .   .          !
 2001.1!             + *                      !!          .   . 0 .          !
 2001.2!              * +                     !!          . 0 .   .          !
 2001.3!               +     *                !!          .   .   .0         !
 2001.4!                 *   +                !!          0   .   .          !
 2002.1!                  +   *               !!          .   .   0          !
 2002.2!                     *+               !!          .  0.   .          !
 2002.3!                  *  +                !!          .0  .   .          !
 2002.4!            *      +                  !!        0 .   .   .          !
 2003.1!             +    *                   !!          .   .   .0         !
 2003.2!                   + *                !!          .   . 0 .          !
 2003.3!           *         +                !!     0    .   .   .          !
 2003.4!             +       *                !!          .   .   .  0       !
 2004.1!              *      +                !!        0 .   .   .          !
 2004.2!             * +                      !!          . 0 .   .          !
 2004.3!           *   +                      !!          0   .   .          !
 2004.4!            + *                       !!          .   . 0 .          !
 2005.1!               +*                     !!          .   0   .          !
 2005.2!              * +                     !!          . 0 .   .          !
 2005.3!              *+                      !!          .  0.   .          !
 2005.4!               +                      !!          .   0   .          !
 2006.1!                +  *                  !!          .   .  0.          !
 2006.2!           *       +                  !!       0  .   .   .          !
 2006.3!             + *                      !!          .   . 0 .          !
 2006.4!               *+                     !!          .  0.   .          !
 2007.1!               *+                     !!          .  0.   .          !
 2007.2!            *   +                     !!          .0  .   .          !
 2007.3!              +                       !!          .   0   .          !
 2007.4!    *          +                      !!    0     .   .   .          !
 2008.1!       +   *                          !!          .   .   0          !
 2008.2!       *     +                        !!         0.   .   .          !
 2008.3!     *   +                            !!          0   .   .          !
 2008.4!     * +                              !!          . 0 .   .          !
 2009.1!     *  +                             !!          . 0 .   .          !
 2009.2!        +  *                          !!          .   .  0.          !
 2009.3!          *  +                        !!          . 0 .   .          !
 2009.4!          * +                         !!          . 0 .   .          !
 2010.1!         * +                          !!          . 0 .   .          !
 2010.2!      *    +                          !!          0   .   .          !
 2010.3!    *   +                             !!          0   .   .          !
 2010.4!    *  +                              !!          .0  .   .          !
 2011.1*       +                              !!       0  .   .   .          !
 2011.2!   +  *                               !!          .   .  0.          !
 2011.3!   *    +                             !!         0.   .   .          !
 2011.4!      +                               !!          .   0   .          !
 2012.1!*       +                             !!       0  .   .   .          !
 2012.2! *  +                                 !!          . 0 .   .          !
 2012.3!  * +                                 !!          . 0 .   .          !
 2012.4!   * +                                !!          . 0 .   .          !


     30.85 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
@@EQ 1153 LAASOPO C LASOPO(-1) PSOPO;SMPL 1996.3 2012.4;OLS;EST 1153 PLOT=0;EN
@@EQ 1154 LAAKOPO C LAKOPO(-1) PKOPO;SMPL 1994.3 2012.4;OLS;EST 1154 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEPO=BEPX$Q/POPMM;                                                     
 GENR LAABEPO=LOG(AABEPO+.00001);                                             
 GENR LABEPO=LOG(ABEPO+.00001);                                               
 LHS AABEPO=EXP(LAABEPO)-.00001;                                              
  EQ 1155 LAABEPO C LABEPO(-1) PBEPO;                                         
EQUATION 903  LAABEPO  
   RHS     C  LABEPO(-1)  PBEPO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  903 PLOT=0;END;                                                     

Equation number =  903
**********************

Dependent variable = LAABEPO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.318899399

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.190350918       0.200815885  -5.92757     1.000000
13118 LABEPO  ( -1)       0.515100500       0.061334755   8.39818    -3.317404
13116 PBEPO   (  0)      -0.405326354       0.123974549  -3.26943     1.035590

SE of equation            =     0.115936093
Sum of squared residuals  =  2.48661789       0.706630310E-10
Average absolute error    =     0.084097660
Sum of ABS residuals      =  15.8103600    
R squared                 =   0.37828
Durbin-Watson statistic   =   2.22615
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                +*                    !!           .  .0 .           !
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 2010.1!         *  +                         !!           .0 .  .           !
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 2011.1!       *+                             !!           . 0.  .           !
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 2012.2!    *   +                             !!           0  .  .           !
 2012.3!       +      *                       !!           .  .  .0          !
 2012.4!           *+                         !!           . 0.  .           !


     25.00 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
@EQ  1156 LAADEPO C LADEPO(-1) PDEPO;SMPL 1966.1 2012.4;OLS;EST 1156 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOPO=NOPX$Q/POPMM;                                                     
 GENR LAANOPO=LOG(AANOPO+.00001);                                             
 GENR LANOPO=LOG(ANOPO+.00001);                                               
 LHS AANOPO=EXP(LAANOPO)-.00001;                                              
  EQ 1157 LAANOPO C LANOPO(-1) PNOPO;                                         
EQUATION 904  LAANOPO  
   RHS     C  LANOPO(-1)  PNOPO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  904 PLOT=0;END;                                                     

Equation number =  904
**********************

Dependent variable = LAANOPO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.409810664

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.554154863       0.263131608  -9.70676     1.000000
13121 LANOPO  ( -1)       0.235712763       0.070362334   3.34999    -4.408838
13119 PNOPO   (  0)      -0.899118223       0.140567230  -6.39636     0.908041

SE of equation            =     0.353701432
Sum of squared residuals  =  23.1443701       0.192956762E-11
Average absolute error    =     0.285091011
Sum of ABS residuals      =  53.5971101    
R squared                 =   0.37229
Durbin-Watson statistic   =   2.14250
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!               +   *                  !!         .    .  0 .         !
 1966.2!        *           +                 !!     0   .    .    .         !
 1966.3!   *             +                    !!    0    .    .    .         !
 1966.4!   *            +                     !!     0   .    .    .         !
 1967.1!             *  +                     !!         .  0 .    .         !
 1967.2!         *       +                    !!        0.    .    .         !
 1967.3!                 +            *       !!         .    .    .    0    !
 1967.4!                    *+                !!         .   0.    .         !
 1968.1!                   +  *               !!         .    .  0 .         !
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 1968.3!                   +    *             !!         .    .   0.         !
 1968.4!              *     +                 !!         0    .    .         !
 1969.1!                   +  *               !!         .    .  0 .         !
 1969.2!                     + *              !!         .    .0   .         !
 1969.3!          *          +                !!      0  .    .    .         !
 1969.4!                  +*                  !!         .    .0   .         !
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 2007.3!              +    *                  !!         .    .  0 .         !
 2007.4!            *+                        !!         .   0.    .         !
 2008.1!          +       *                   !!         .    .    .0        !
 2008.2!         +         *                  !!         .    .    . 0       !
 2008.3!     *     +                          !!         .0   .    .         !
 2008.4!           +*                         !!         .    .0   .         !
 2009.1!               +        *             !!         .    .    . 0       !
 2009.2!                 * +                  !!         .  0 .    .         !
 2009.3!                 +       *            !!         .    .    .0        !
 2009.4!                  +      *            !!         .    .    0         !
 2010.1!                 +     *              !!         .    .   0.         !
 2010.2!                +                     !!         .    0    .         !
 2010.3!              +*                      !!         .    .0   .         !
 2010.4!       *     +                        !!         0    .    .         !
 2011.1!         +         *                  !!         .    .    .  0      !
 2011.2!           +     *                    !!         .    .   0.         !
 2011.3!           +*                         !!         .    .0   .         !
 2011.4! *       +                            !!        0.    .    .         !
 2012.1! *    +                               !!         .0   .    .         !
 2012.2!       +    *                         !!         .    .   0.         !
 2012.3!          +*                          !!         .    .0   .         !
 2012.4!*       +                             !!        0.    .    .         !


     31.38 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@@EQ 1158 LAASWPO C LASWPO(-1) PSWPO;SMPL 1996.4 2012.4;OLS;EST 1158 PLOT=0;EN
@EQ  1159 LAAGRPO C LAGRPO(-1) PGRPO;SMPL 1966.1 2012.4;OLS;EST 1159 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRPO=IRPX$Q/POPMM;                                                     
 GENR LAAIRPO=LOG(AAIRPO+.00001);                                             
 GENR LAIRPO=LOG(AIRPO+.00001);                                               
 LHS AAIRPO=EXP(LAAIRPO)-.00001;                                              
  EQ 1160 LAAIRPO C LAIRPO(-1) PIRPO;                                         
EQUATION 905  LAAIRPO  
   RHS     C  LAIRPO(-1)  PIRPO  
 SMPL 1976.2 2012.4;                                                          
Sample period is now  1976.2 to  2012.4 Internally:    98 to   244
 OLS;EST  905 PLOT=0;END;                                                     

Equation number =  905
**********************

Dependent variable = LAAIRPO 

 1976.2 -   2012.4,    0 missing obs.,  147 obs. used.

Mean of dependent variable       -5.421993697

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.641056438       0.214497483  -2.98864     1.000000
13124 LAIRPO  ( -1)       0.722751102       0.055377598  13.05133    -5.435906
13122 PIRPO   (  0)      -0.705444352       0.206118923  -3.42251     1.207934

SE of equation            =     0.278359625
Sum of squared residuals  =  11.1577076      -0.309530179E-10
Average absolute error    =     0.181201936
Sum of ABS residuals      =  26.6366846    
R squared                 =   0.77729
Durbin-Watson statistic   =   2.36176
SMPL and No. Obs.         = 1976.2   2012.4    147

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.2!         +                   *        !!           .  .  .           0
 1976.3!            *              +          !!   0       .  .  .           !
 1976.4!               +     *                !!           .  .  .0          !
 1977.1! *                    +               !0           .  .  .           !
 1977.2! *     +                              !!          0.  .  .           !
 1977.3*      +                               !!         0 .  .  .           !
 1977.4!*    +                                !!          0.  .  .           !
 1978.1! *    +                               !!          0.  .  .           !
 1978.2!      +   *                           !!           .  . 0.           !
 1978.3!         *   +                        !!           0  .  .           !
 1978.4!         *  +                         !!           0  .  .           !
 1979.1!        *   +                         !!           0  .  .           !
 1979.2!       *   +                          !!           0  .  .           !
 1979.3!            +                         !!           .  0  .           !
 1979.4!               +                      !!           .  0  .           !
 1980.1!                  +  *                !!           .  .  0           !
 1980.2!                *     +               !!         0 .  .  .           !
 1980.3!            *     +                   !!         0 .  .  .           !
 1980.4!                + *                   !!           .  . 0.           !
 1981.1!                 *   +                !!           0  .  .           !
 1981.2!                   +*                 !!           .  0  .           !
 1981.3!                  + *                 !!           .  . 0.           !
 1981.4!                    +*                !!           .  .0 .           !
 1982.1!               *     +                !!          0.  .  .           !
 1982.2!              +  *                    !!           .  . 0.           !
 1982.3!                *+                    !!           .  0  .           !
 1982.4!                 +   *                !!           .  .  0           !
 1983.1!                   * +                !!           .0 .  .           !
 1983.2!                   +   *              !!           .  .  0           !
 1983.3!                   *  +               !!           .0 .  .           !
 1983.4!                   + *                !!           .  .0 .           !
 1984.1!                    +*                !!           .  .0 .           !
 1984.2!                    *+                !!           . 0.  .           !
 1984.3!                   +  *               !!           .  . 0.           !
 1984.4!                 *   +                !!           0  .  .           !
 1985.1!                   +  *               !!           .  .  0           !
 1985.2!                     +                !!           .  0  .           !
 1985.3!                   *+                 !!           .  0  .           !
 1985.4!                   +    *             !!           .  .  .0          !
 1986.1!                      +   *           !!           .  .  0           !
 1986.2!                 *     +              !!          0.  .  .           !
 1986.3!                 +*                   !!           .  .0 .           !
 1986.4!                 *+                   !!           . 0.  .           !
 1987.1!                   +     *            !!           .  .  .0          !
 1987.2!                       *+             !!           . 0.  .           !
 1987.3!                 *     +              !!          0.  .  .           !
 1987.4!                  *+                  !!           . 0.  .           !
 1988.1!                   +                  !!           .  0  .           !
 1988.2!                     +*               !!           .  .0 .           !
 1988.3!                 *    +               !!          0.  .  .           !
 1988.4!                 +  *                 !!           .  . 0.           !
 1989.1!                    +                 !!           .  0  .           !
 1989.2!                    +   *             !!           .  .  0           !
 1989.3!                  *   +               !!           0  .  .           !
 1989.4!                  +   *               !!           .  .  0           !
 1990.1!                      + *             !!           .  .0 .           !
 1990.2!                       + *            !!           .  .0 .           !
 1990.3!                     *  +             !!           .0 .  .           !
 1990.4!                      +      *        !!           .  .  . 0         !
 1991.1!                         *  +         !!           0  .  .           !
 1991.2!                         +            !!           .  0  .           !
 1991.3!                       *  +           !!           .0 .  .           !
 1991.4!                       + *            !!           .  .0 .           !
 1992.1!                        +*            !!           .  0  .           !
 1992.2!                        *+            !!           .  0  .           !
 1992.3!                         +*           !!           .  .0 .           !
 1992.4!                         +            !!           .  0  .           !
 1993.1!                         +            !!           .  0  .           !
 1993.2!                         +            !!           .  0  .           !
 1993.3!                       *  +           !!           .0 .  .           !
 1993.4!                       +     *        !!           .  .  .0          !
 1994.1!                        *  +          !!           .0 .  .           !
 1994.2!                        +    *        !!           .  .  .0          !
 1994.3!                          *+          !!           . 0.  .           !
 1994.4!                          +           !!           .  0  .           !
 1995.1!                         *+           !!           . 0.  .           !
 1995.2!                        *+            !!           .  0  .           !
 1995.3!                       *+             !!           . 0.  .           !
 1995.4!                       +     *        !!           .  .  . 0         !
 1996.1!                            *+        !!           . 0.  .           !
 1996.2!                           +          !!           .  0  .           !
 1996.3!                        *  +          !!           .0 .  .           !
 1996.4!                         +    *       !!           .  .  .0          !
 1997.1!                          * +         !!           . 0.  .           !
 1997.2!                          + *         !!           .  .0 .           !
 1997.3!                         * +          !!           .0 .  .           !
 1997.4!                         +     *      !!           .  .  . 0         !
 1998.1!                             *+       !!           .  0  .           !
 1998.2!                            + *       !!           .  .0 .           !
 1998.3!                           *+         !!           .  0  .           !
 1998.4!                           + *        !!           .  .0 .           !
 1999.1!                           + *        !!           .  .0 .           !
 1999.2!                            +         !!           .  0  .           !
 1999.3!                           +          !!           .  0  .           !
 1999.4!                           +   *      !!           .  .  0           !
 2000.1!                          *  +        !!           .0 .  .           !
 2000.2!                          +*          !!           .  0  .           !
 2000.3!                           +          !!           .  0  .           !
 2000.4!                           + *        !!           .  . 0.           !
 2001.1!                            +*        !!           .  .0 .           !
 2001.2!                           *+         !!           . 0.  .           !
 2001.3!                           +          !!           .  0  .           !
 2001.4!                          +  *        !!           .  . 0.           !
 2002.1!                            +*        !!           .  .0 .           !
 2002.2!                            +    *    !!           .  .  0           !
 2002.3!                              + *     !!           .  .0 .           !
 2002.4!                              +  *    !!           .  . 0.           !
 2003.1!                             * +      !!           .0 .  .           !
 2003.2!                             +        !!           .  0  .           !
 2003.3!                            +  *      !!           .  . 0.           !
 2003.4!                              +  *    !!           .  . 0.           !
 2004.1!                                +     !!           .  0  .           !
 2004.2!                               +*     !!           .  .0 .           !
 2004.3!                             * +      !!           .0 .  .           !
 2004.4!                             +  *     !!           .  . 0.           !
 2005.1!                               *+     !!           .  0  .           !
 2005.2!                               +*     !!           .  .0 .           !
 2005.3!                                +     !!           .  0  .           !
 2005.4!                                +*    !!           .  .0 .           !
 2006.1!                                + *   !!           .  .0 .           !
 2006.2!                                 +    !!           .  0  .           !
 2006.3!                                 +*   !!           .  .0 .           !
 2006.4!                                 *+   !!           .  0  .           !
 2007.1!                                 + *  !!           .  . 0.           !
 2007.2!                                 * +  !!           . 0.  .           !
 2007.3!                               * +    !!           . 0.  .           !
 2007.4!                                +*    !!           .  .0 .           !
 2008.1!                                  +*  !!           .  .0 .           !
 2008.2!                                  *+  !!           . 0.  .           !
 2008.3!                                  *+  !!           .  0  .           !
 2008.4!                                * +   !!           . 0.  .           !
 2009.1!                                + *   !!           .  . 0.           !
 2009.2!                                  +   !!           .  0  .           !
 2009.3!                                  +  *!!           .  . 0.           !
 2009.4!                                    + !!           .  0  .           !
 2010.1!                                 *  + !!           .0 .  .           !
 2010.2!                                  + * !!           .  . 0.           !
 2010.3!                                   *+ !!           . 0.  .           !
 2010.4!                                   *+ !!           . 0.  .           !
 2011.1!                                   +  !!           . 0.  .           !
 2011.2!                                    + *!           .  . 0.           !
 2011.3!                                     *+!           . 0.  .           !
 2011.4!                                     +!!           .  0  .           !
 2012.1!                                   * +!!           .0 .  .           !
 2012.2!                                   + *!!           .  .0 .           !
 2012.3!                                    *+!!           .  0  .           !
 2012.4!                                  * + !!           .0 .  .           !


     19.05 percent of the residuals exceed 1 SE
      2.04 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPPO=SPPX$Q/POPMM;                                                     
 GENR LAASPPO=LOG(AASPPO+.00001);                                             
 GENR LASPPO=LOG(ASPPO+.00001);                                               
 LHS AASPPO=EXP(LAASPPO)-.00001;                                              
  EQ 1161 LAASPPO C LASPPO(-1) PSPPO;                                         
EQUATION 906  LAASPPO  
   RHS     C  LASPPO(-1)  PSPPO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  906 PLOT=0;END;                                                     

Equation number =  906
**********************

Dependent variable = LAASPPO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.165952577

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.028214982       0.060888039   0.46339     1.000000
13127 LASPPO  ( -1)       0.948537488       0.021492522  44.13337    -2.182682
13125 PSPPO   (  0)      -0.100256111       0.072439157  -1.38400     1.234959

SE of equation            =     0.158701770
Sum of squared residuals  =  4.65945661       0.560607116E-11
Average absolute error    =     0.109348288
Sum of ABS residuals      =  20.5574781    
R squared                 =   0.96712
Durbin-Watson statistic   =   2.55553
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1+ *                                    !!          .   .   0          !
 1966.2! +     *                              !!          .   .   .       0  !
 1966.3! *     +                              !! 0        .   .   .          !
 1966.4*  +                                   !!         0.   .   .          !
 1967.1!+     *                               !!          .   .   .         0!
 1967.2!      +   *                           !!          .   .   .    0     !
 1967.3!      *   +                           !!    0     .   .   .          !
 1967.4!  *   +                               !!      0   .   .   .          !
 1968.1!   +    *                             !!          .   .   .       0  !
 1968.2!        +                             !!          .  0.   .          !
 1968.3!       *+                             !!          . 0 .   .          !
 1968.4! *     +                              !! 0        .   .   .          !
 1969.1!  +     *                             !!          .   .   .          0
 1969.2!     *   +                            !!      0   .   .   .          !
 1969.3!      +                               !!          .   .0  .          !
 1969.4!      +   *                           !!          .   .   .   0      !
 1970.1!          +                           !!          . 0 .   .          !
 1970.2!       *  +                           !!        0 .   .   .          !
 1970.3!        +  *                          !!          .   .   . 0        !
 1970.4!         * +                          !!          0   .   .          !
 1971.1!        * +                           !!          .0  .   .          !
 1971.2!        *+                            !!          . 0 .   .          !
 1971.3!         +*                           !!          .   .0  .          !
 1971.4!          +  *                        !!          .   .   . 0        !
 1972.1!              +                       !!          .   .0  .          !
 1972.2!              *+                      !!          .  0.   .          !
 1972.3!           *   +                      !!      0   .   .   .          !
 1972.4!            +                         !!          .   0   .          !
 1973.1!          *  +                        !!         0.   .   .          !
 1973.2!           + *                        !!          .   .   0          !
 1973.3!             +*                       !!          .   .  0.          !
 1973.4!          *    +                      !!  0       .   .   .          !
 1974.1!          +*                          !!          .   . 0 .          !
 1974.2!         *  +                         !!        0 .   .   .          !
 1974.3!          +*                          !!          .   . 0 .          !
 1974.4!            +*                        !!          .   .  0.          !
 1975.1!            * +                       !!          0   .   .          !
 1975.2!            +  *                      !!          .   .   .0         !
 1975.3!            *  +                      !!        0 .   .   .          !
 1975.4!            *+                        !!          .  0.   .          !
 1976.1!             +                        !!          .   0   .          !
 1976.2!            * +                       !!          0   .   .          !
 1976.3!             +                        !!          .  0.   .          !
 1976.4!             +                        !!          .   0   .          !
 1977.1!              + *                     !!          .   .   0          !
 1977.2!            *    +                    !!   0      .   .   .          !
 1977.3!            *+                        !!          . 0 .   .          !
 1977.4!             + *                      !!          .   .   .0         !
 1978.1!                +                     !!          .  0.   .          !
 1978.2!               *+                     !!          .0  .   .          !
 1978.3!                +                     !!          .   .0  .          !
 1978.4!               * +                    !!         0.   .   .          !
 1979.1!               +*                     !!          .   . 0 .          !
 1979.2!                 +                    !!          .   0   .          !
 1979.3!                 + *                  !!          .   .  0.          !
 1979.4!                  *+                  !!          .0  .   .          !
 1980.1!                *  +                  !!        0 .   .   .          !
 1980.2!                 + *                  !!          .   .   .0         !
 1980.3!                   +                  !!          .  0.   .          !
 1980.4!                    +                 !!          .   0   .          !
 1981.1!                 *  +                 !!       0  .   .   .          !
 1981.2!                * +                   !!          0   .   .          !
 1981.3!                +  *                  !!          .   .   . 0        !
 1981.4!                  * +                 !!         0.   .   .          !
 1982.1!                 *+                   !!          . 0 .   .          !
 1982.2!                  +*                  !!          .   . 0 .          !
 1982.3!                  *+                  !!          . 0 .   .          !
 1982.4!                  *+                  !!          . 0 .   .          !
 1983.1!               *   +                  !!      0   .   .   .          !
 1983.2!               *+                     !!          . 0 .   .          !
 1983.3!               *+                     !!          . 0 .   .          !
 1983.4!                +                     !!          .   .0  .          !
 1984.1!                 +  *                 !!          .   .   . 0        !
 1984.2!                    +                 !!          .  0.   .          !
 1984.3!                   *+                 !!          0   .   .          !
 1984.4!                   +   *              !!          .   .   .     0    !
 1985.1!                   *    +             !!    0     .   .   .          !
 1985.2!                  * +                 !!          0   .   .          !
 1985.3!                   +*                 !!          .   .  0.          !
 1985.4!                     +*               !!          .   . 0 .          !
 1986.1!                      +*              !!          .   . 0 .          !
 1986.2!                      *+              !!          .0  .   .          !
 1986.3!                      +               !!          .   0   .          !
 1986.4!                       +              !!          .   .0  .          !
 1987.1!                        +*            !!          .   .  0.          !
 1987.2!                         +            !!          .  0.   .          !
 1987.3!                        *+            !!          . 0 .   .          !
 1987.4!                        *+            !!          .  0.   .          !
 1988.1!                        + *           !!          .   .   0          !
 1988.2!                          +           !!          .  0.   .          !
 1988.3!                         *+           !!          .0  .   .          !
 1988.4!                        *+            !!          .  0.   .          !
 1989.1!                        + *           !!          .   .   .0         !
 1989.2!                          *+          !!          .  0.   .          !
 1989.3!                        * +           !!          .0  .   .          !
 1989.4!                         +*           !!          .   .  0.          !
 1990.1!                          +           !!          .   0   .          !
 1990.2!                         *+           !!          .0  .   .          !
 1990.3!                         +*           !!          .   .  0.          !
 1990.4!                          +           !!          .  0.   .          !
 1991.1!                          +*          !!          .   . 0 .          !
 1991.2!                           +          !!          .   0   .          !
 1991.3!                           +          !!          .   0   .          !
 1991.4!                          *+          !!          .  0.   .          !
 1992.1!                          +*          !!          .   . 0 .          !
 1992.2!                           +          !!          .   .0  .          !
 1992.3!                          * +         !!          . 0 .   .          !
 1992.4!                           + *        !!          .   .   .0         !
 1993.1!                             + *      !!          .   .   .0         !
 1993.2!                           *   +      !!    0     .   .   .          !
 1993.3!                           +   *      !!          .   .   .   0      !
 1993.4!                              +*      !!          .   . 0 .          !
 1994.1!                              *+      !!          . 0 .   .          !
 1994.2!                              + *     !!          .   .  0.          !
 1994.3!                                +     !!          .  0.   .          !
 1994.4!                               +      !!          .   0   .          !
 1995.1!                               +*     !!          .   .0  .          !
 1995.2!                                +*    !!          .   .  0.          !
 1995.3!                                *+    !!          . 0 .   .          !
 1995.4!                              * +     !!          .0  .   .          !
 1996.1!                              + *     !!          .   .   0          !
 1996.2!                                + *   !!          .   .  0.          !
 1996.3!                                 +    !!          . 0 .   .          !
 1996.4!                                + *   !!          .   .   0          !
 1997.1!                                 *+   !!          .0  .   .          !
 1997.2!                                 +*   !!          .   .   0          !
 1997.3!                                  +   !!          .  0.   .          !
 1997.4!                                 + *  !!          .   .  0.          !
 1998.1!                                  *+  !!          . 0 .   .          !
 1998.2!                                 *+   !!          .  0.   .          !
 1998.3!                                 +*   !!          .   .0  .          !
 1998.4!                                 +*   !!          .   0   .          !
 1999.1!                                 +    !!          .   0   .          !
 1999.2!                                 +    !!          .  0.   .          !
 1999.3!                                 +    !!          .   0   .          !
 1999.4!                                 +*   !!          .   . 0 .          !
 2000.1!                                  +   !!          .   0   .          !
 2000.2!                                 +    !!          .   0   .          !
 2000.3!                                 +    !!          . 0 .   .          !
 2000.4!                                 +    !!          .   .0  .          !
 2001.1!                                 +*   !!          .   .  0.          !
 2001.2!                                 *+   !!          . 0 .   .          !
 2001.3!                                 +    !!          .  0.   .          !
 2001.4!                                 +*   !!          .   . 0 .          !
 2002.1!                                  +*  !!          .   . 0 .          !
 2002.2!                                  *+  !!          .  0.   .          !
 2002.3!                                  +   !!          .  0.   .          !
 2002.4!                                  +*  !!          .   . 0 .          !
 2003.1!                                  + * !!          .   .  0.          !
 2003.2!                                   *+ !!          . 0 .   .          !
 2003.3!                                   +  !!          .   .0  .          !
 2003.4!                                   +  !!          .   0   .          !
 2004.1!                                   +  !!          .   .0  .          !
 2004.2!                                   +  !!          .   .0  .          !
 2004.3!                                   +  !!          .   0   .          !
 2004.4!                                   +  !!          .   0   .          !
 2005.1!                                   +  !!          .   0   .          !
 2005.2!                                   +  !!          .   0   .          !
 2005.3!                                   +  !!          .   0   .          !
 2005.4!                                   +  !!          .   .0  .          !
 2006.1!                                  *+  !!          . 0 .   .          !
 2006.2!                                  +   !!          .   .0  .          !
 2006.3!                                  +*  !!          .   .0  .          !
 2006.4!                                  +*  !!          .   . 0 .          !
 2007.1!                                   +  !!          .  0.   .          !
 2007.2!                                  +*  !!          .   0   .          !
 2007.3!                                  +   !!          .   0   .          !
 2007.4!                                  +*  !!          .   . 0 .          !
 2008.1!                                   +* !!          .   . 0 .          !
 2008.2!                                   +  !!          .  0.   .          !
 2008.3!                                   +  !!          .   .0  .          !
 2008.4!                                   +  !!          .   0   .          !
 2009.1!                                   +* !!          .   . 0 .          !
 2009.2!                                   *+ !!          .   0   .          !
 2009.3!                                   +  !!          .   .0  .          !
 2009.4!                                   +* !!          .   .0  .          !
 2010.1!                                   +* !!          .   .0  .          !
 2010.2!                                   *+ !!          .  0.   .          !
 2010.3!                                   +* !!          .   .  0.          !
 2010.4!                                    + !!          .   .0  .          !
 2011.1!                                    + !!          .   0   .          !
 2011.2!                                    + !!          .   .0  .          !
 2011.3!                                    + !!          .   0   .          !
 2011.4!                                    + *!          .   .   .0         !
 2012.1!                                     *+!          . 0 .   .          !
 2012.2!                                    *+!!          .   0   .          !
 2012.3!                                    + !!          .   0   .          !
 2012.4!                                    + !!          .   .0  .          !


     21.81 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
@EQ  1162 LAANZPO C LANZPO(-1) PNZPO;SMPL 1966.1 2012.4;OLS;EST 1162 PLOT=0;EN
@@EQ 1163 LAASAPO C LASAPO(-1) PSAPO;SMPL 1996.3 2012.4;OLS;EST 1163 PLOT=0;EN
@@EQ 1164 LAAVEPO C LAVEPO(-1) PVEPO;SMPL 1978.3 2012.4;OLS;EST 1164 PLOT=0;EN
@@EQ 1165 LAACOPO C LACOPO(-1) PCOPO;SMPL 1996.4 2012.4;OLS;EST 1165 PLOT=0;EN
@@EQ 1166 LAAJOPO C LAJOPO(-1) PJOPO;SMPL 2009.4 2012.4;OLS;EST 1166 PLOT=0;EN
@@EQ 1167 LAASYPO C LASYPO(-1) PSYPO;SMPL 1998.3 2012.4;OLS;EST 1167 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDPO=IDPX$Q/POPMM;                                                     
 GENR LAAIDPO=LOG(AAIDPO+.00001);                                             
 GENR LAIDPO=LOG(AIDPO+.00001);                                               
 LHS AAIDPO=EXP(LAAIDPO)-.00001;                                              
  EQ 1168 LAAIDPO C LAIDPO(-1) PIDPO;                                         
EQUATION 907  LAAIDPO  
   RHS     C  LAIDPO(-1)  PIDPO  
 SMPL 1977.3 2012.4;                                                          
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
 OLS;EST  907 PLOT=0;END;                                                     

Equation number =  907
**********************

Dependent variable = LAAIDPO 

 1977.3 -   2012.4,    0 missing obs.,  142 obs. used.

Mean of dependent variable       -6.054611123

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.589499891       0.247748147  -2.37943     1.000000
13130 LAIDPO  ( -1)       0.854784792       0.043197905  19.78764    -6.070096
13128 PIDPO   (  0)      -0.229637750       0.152315704  -1.50764     1.204006

SE of equation            =     0.298806591
Sum of squared residuals  =  12.4106676      -0.633093578E-11
Average absolute error    =     0.215663093
Sum of ABS residuals      =  30.6241592    
R squared                 =   0.78794
Durbin-Watson statistic   =   2.48871
SMPL and No. Obs.         = 1977.3   2012.4    142

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.3!       *  +                           !!          .0  .   .          !
 1977.4!         +        *                   !!          .   .   .   0      !
 1978.1!                  +                   !!          .   0   .          !
 1978.2!         *         +                  !!     0    .   .   .          !
 1978.3!           +     *                    !!          .   .   . 0        !
 1978.4!         *        +                   !!     0    .   .   .          !
 1979.1!           +          *               !!          .   .   .      0   !
 1979.2!                *     +               !!        0 .   .   .          !
 1979.3!                  + *                 !!          .   .  0.          !
 1979.4!                     +                !!          .   0   .          !
 1980.1!                      +*              !!          .   .0  .          !
 1980.2!                      *+              !!          .  0.   .          !
 1980.3!            *          +              !!   0      .   .   .          !
 1980.4!              + *                     !!          .   . 0 .          !
 1981.1!                 +*                   !!          .   0   .          !
 1981.2!       *           +                  !!   0      .   .   .          !
 1981.3!       * +                            !!          . 0 .   .          !
 1981.4!         +  *                         !!          .   .   0          !
 1982.1!            * +                       !!          . 0 .   .          !
 1982.2!          *  +                        !!          .0  .   .          !
 1982.3!            + *                       !!          .   . 0 .          !
 1982.4!    *          +                      !!   0      .   .   .          !
 1983.1*       +                              !!      0   .   .   .          !
 1983.2!  +              *                    !!          .   .   .          0
 1983.3!                 +                    !!          .  0.   .          !
 1983.4!                 +*                   !!          .   .0  .          !
 1984.1!              *   +                   !!          0   .   .          !
 1984.2!               +*                     !!          .   .0  .          !
 1984.3!                +                     !!          .   0   .          !
 1984.4!                +                     !!          .   0   .          !
 1985.1!           *     +                    !!         0.   .   .          !
 1985.2!            +   *                     !!          .   .   0          !
 1985.3!               *+                     !!          .  0.   .          !
 1985.4!              *+                      !!          .  0.   .          !
 1986.1!            *  +                      !!          .0  .   .          !
 1986.2!             *+                       !!          .  0.   .          !
 1986.3!              +      *                !!          .   .   . 0        !
 1986.4!               *     +                !!        0 .   .   .          !
 1987.1!                 +*                   !!          .   .0  .          !
 1987.2!                   +*                 !!          .   .0  .          !
 1987.3!                     +     *          !!          .   .   . 0        !
 1987.4!                           +*         !!          .   .0  .          !
 1988.1!                      *    +          !!         0.   .   .          !
 1988.2!                    * +               !!          . 0 .   .          !
 1988.3!                  * +                 !!          .0  .   .          !
 1988.4!                  +*                  !!          .   .0  .          !
 1989.1!             *     +                  !!        0 .   .   .          !
 1989.2!           *   +                      !!          0   .   .          !
 1989.3!         *  +                         !!          .0  .   .          !
 1989.4!           + *                        !!          .   . 0 .          !
 1990.1!               + *                    !!          .   .  0.          !
 1990.2!                   +*                 !!          .   . 0 .          !
 1990.3!                   * +                !!          . 0 .   .          !
 1990.4!                 *  +                 !!          .0  .   .          !
 1991.1!                   + *                !!          .   . 0 .          !
 1991.2!                     +*               !!          .   0   .          !
 1991.3!                   *   +              !!          .0  .   .          !
 1991.4!                 *   +                !!          0   .   .          !
 1992.1!                  +     *             !!          .   .   . 0        !
 1992.2!                      * +             !!          . 0 .   .          !
 1992.3!                  *    +              !!         0.   .   .          !
 1992.4!                   +  *               !!          .   .  0.          !
 1993.1!                       +              !!          .   0   .          !
 1993.2!                        +             !!          .   .0  .          !
 1993.3!                     *   +            !!          0   .   .          !
 1993.4!                     +                !!          .   0   .          !
 1994.1!                      +*              !!          .   . 0 .          !
 1994.2!                       +              !!          .   0   .          !
 1994.3!                    *   +             !!          0   .   .          !
 1994.4!                     +*               !!          .   .0  .          !
 1995.1!                       +   *          !!          .   .   0          !
 1995.2!                          *+          !!          . 0 .   .          !
 1995.3!                       *  +           !!          .0  .   .          !
 1995.4!                        +      *      !!          .   .   .  0       !
 1996.1!                             * +      !!          .0  .   .          !
 1996.2!                          *  +        !!          . 0 .   .          !
 1996.3!                         * +          !!          . 0 .   .          !
 1996.4!                        * +           !!          . 0 .   .          !
 1997.1!                         + *          !!          .   .  0.          !
 1997.2!                           +          !!          .   0   .          !
 1997.3!                          *+          !!          .  0.   .          !
 1997.4!                        * +           !!          . 0 .   .          !
 1998.1!                        +*            !!          .   .0  .          !
 1998.2!                         +            !!          .   0   .          !
 1998.3!                          +*          !!          .   . 0 .          !
 1998.4!                          * +         !!          . 0 .   .          !
 1999.1!                         *+           !!          .  0.   .          !
 1999.2!                          + *         !!          .   . 0 .          !
 1999.3!                          * +         !!          . 0 .   .          !
 1999.4!                          +  *        !!          .   .  0.          !
 2000.1!                           * +        !!          . 0 .   .          !
 2000.2!                           +   *      !!          .   .  0.          !
 2000.3!                            * +       !!          . 0 .   .          !
 2000.4!                            +         !!          .   0   .          !
 2001.1!                            +*        !!          .   .0  .          !
 2001.2!                            +  *      !!          .   .  0.          !
 2001.3!                           *   +      !!          .0  .   .          !
 2001.4!                           +*         !!          .   .0  .          !
 2002.1!                            +  *      !!          .   . 0 .          !
 2002.2!                              +   *   !!          .   .  0.          !
 2002.3!                             *   +    !!          0   .   .          !
 2002.4!                             +        !!          .  0.   .          !
 2003.1!                             + *      !!          .   . 0 .          !
 2003.2!                             * +      !!          .  0.   .          !
 2003.3!                             +        !!          .   0   .          !
 2003.4!                            *+        !!          . 0 .   .          !
 2004.1!                            + *       !!          .   . 0 .          !
 2004.2!                             *+       !!          .  0.   .          !
 2004.3!                            *+        !!          .  0.   .          !
 2004.4!                            +*        !!          .   0   .          !
 2005.1!                             +    *   !!          .   .   .0         !
 2005.2!                               * +    !!          . 0 .   .          !
 2005.3!                            * +       !!          . 0 .   .          !
 2005.4!                            +         !!          .   0   .          !
 2006.1!                            +   *     !!          .   .   0          !
 2006.2!                               + *    !!          .   .0  .          !
 2006.3!                                +*    !!          .   .0  .          !
 2006.4!                                +     !!          .   0   .          !
 2007.1!                               +    * !!          .   .   .0         !
 2007.2!                                  +   !!          .   0   .          !
 2007.3!                                 + *  !!          .   . 0 .          !
 2007.4!                                  +*  !!          .   .0  .          !
 2008.1!                                  +   *!          .   .   0          !
 2008.2!                                  * + !!          . 0 .   .          !
 2008.3!                                 +  * !!          .   .  0.          !
 2008.4!                                 * +  !!          .  0.   .          !
 2009.1!                                + *   !!          .   . 0 .          !
 2009.2!                               * +    !!          . 0 .   .          !
 2009.3!                               +  *   !!          .   .  0.          !
 2009.4!                                +*    !!          .   .0  .          !
 2010.1!                                + *   !!          .   . 0 .          !
 2010.2!                                 +*   !!          .   . 0 .          !
 2010.3!                                 +    !!          .   0   .          !
 2010.4!                               +  *   !!          .   .  0.          !
 2011.1!                                +    *!!          .   .   .0         !
 2011.2!                                  +*  !!          .   .0  .          !
 2011.3!                                 +    !!          .   .0  .          !
 2011.4!                                +*    !!          .   .0  .          !
 2012.1!                               +  *   !!          .   .   0          !
 2012.2!                                + *   !!          .   . 0 .          !
 2012.3!                                 +  * !!          .   .  0.          !
 2012.4!                                  +  *!!          .   .  0.          !


     20.42 percent of the residuals exceed 1 SE
      6.34 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAPO=MAPX$Q/POPMM;                                                     
 GENR LAAMAPO=LOG(AAMAPO+.00001);                                             
 GENR LAMAPO=LOG(AMAPO+.00001);                                               
 LHS AAMAPO=EXP(LAAMAPO)-.00001;                                              
  EQ 1169 LAAMAPO C LAMAPO(-1) PMAPO;                                         
EQUATION 908  LAAMAPO  
   RHS     C  LAMAPO(-1)  PMAPO  
 SMPL 1976.3 2012.4;                                                          
Sample period is now  1976.3 to  2012.4 Internally:    99 to   244
 OLS;EST  908 PLOT=0;END;                                                     

Equation number =  908
**********************

Dependent variable = LAAMAPO 

 1976.3 -   2012.4,    0 missing obs.,  146 obs. used.

Mean of dependent variable       -6.565532334

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.209791939       0.392981203  -5.62315     1.000000
13133 LAMAPO  ( -1)       0.626866517       0.064421288   9.73074    -6.570582
13131 PMAPO   (  0)      -0.189894493       0.070060345  -2.71044     1.247338

SE of equation            =     0.288227495
Sum of squared residuals  =  11.8797377      -0.189901428E-10
Average absolute error    =     0.220686902
Sum of ABS residuals      =  32.2202877    
R squared                 =   0.52264
Durbin-Watson statistic   =   2.42615
SMPL and No. Obs.         = 1976.3   2012.4    146

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.3!       *    +                         !!         0    .    .         !
 1976.4!          +      *                    !!         .    .    . 0       !
 1977.1!    *           +                     !!  0      .    .    .         !
 1977.2!   *    +                             !!         0    .    .         !
 1977.3!      +    *                          !!         .    .    0         !
 1977.4!            +          *              !!         .    .    .     0   !
 1978.1!     *              +                 !0         .    .    .         !
 1978.2!         +     *                      !!         .    .    .0        !
 1978.3!               +                      !!         .    0    .         !
 1978.4!              *+                      !!         .   0.    .         !
 1979.1!             *+                       !!         .   0.    .         !
 1979.2!           * +                        !!         .  0 .    .         !
 1979.3!        *   +                         !!         . 0  .    .         !
 1979.4!         * +                          !!         .  0 .    .         !
 1980.1!   *       +                          !!      0  .    .    .         !
 1980.2!       +         *                    !!         .    .    .    0    !
 1980.3!   *            +                     !!0        .    .    .         !
 1980.4!       +              *               !!         .    .    .         0
 1981.1!                  * +                 !!         .  0 .    .         !
 1981.2!               *+                     !!         .    0    .         !
 1981.3!             + *                      !!         .    . 0  .         !
 1981.4!              +                       !!         .    0    .         !
 1982.1!             +*                       !!         .    .0   .         !
 1982.2!             +   *                    !!         .    .    0         !
 1982.3!          *     +                     !!         0    .    .         !
 1982.4*           +                          !!  0      .    .    .         !
 1983.1!     +*                               !!         .    . 0  .         !
 1983.2!         +     *                      !!         .    .    .0        !
 1983.3!             *+                       !!         .   0.    .         !
 1983.4!            +       *                 !!         .    .    .  0      !
 1984.1!                +      *              !!         .    .    . 0       !
 1984.2!                 *+                   !!         .   0.    .         !
 1984.3!             +        *               !!         .    .    .  0      !
 1984.4!              *  +                    !!         . 0  .    .         !
 1985.1!            *+                        !!         .   0.    .         !
 1985.2!           +  *                       !!         .    .  0 .         !
 1985.3!          *  +                        !!         . 0  .    .         !
 1985.4!            +   *                     !!         .    .   0.         !
 1986.1!                 + *                  !!         .    .  0 .         !
 1986.2!           *        +                 !!     0   .    .    .         !
 1986.3!          *   +                       !!         .0   .    .         !
 1986.4!              +       *               !!         .    .    .  0      !
 1987.1!                *    +                !!         0    .    .         !
 1987.2!            *    +                    !!        0.    .    .         !
 1987.3!               +                      !!         .    .0   .         !
 1987.4!            *    +                    !!         0    .    .         !
 1988.1!               + *                    !!         .    . 0  .         !
 1988.2!            *     +                   !!        0.    .    .         !
 1988.3!          *    +                      !!         0    .    .         !
 1988.4!             +  *                     !!         .    .  0 .         !
 1989.1!            *    +                    !!         0    .    .         !
 1989.2!            *  +                      !!         . 0  .    .         !
 1989.3!              *+                      !!         .   0.    .         !
 1989.4!            *    +                    !!         0    .    .         !
 1990.1!               +  *                   !!         .    .  0 .         !
 1990.2!                 *  +                 !!         .  0 .    .         !
 1990.3!                   +*                 !!         .    .0   .         !
 1990.4!               *    +                 !!         0    .    .         !
 1991.1!                  +*                  !!         .    .0   .         !
 1991.2!                 *  +                 !!         . 0  .    .         !
 1991.3!               *   +                  !!         .0   .    .         !
 1991.4!                  +                   !!         .    0    .         !
 1992.1!                 * +                  !!         .  0 .    .         !
 1992.2!                   +   *              !!         .    .    0         !
 1992.3!                      *+              !!         .    0    .         !
 1992.4!                   *  +               !!         . 0  .    .         !
 1993.1!                    +    *            !!         .    .    0         !
 1993.2!                       +              !!         .   0.    .         !
 1993.3!                 *    +               !!         .0   .    .         !
 1993.4!                  +      *            !!         .    .    .0        !
 1994.1!                  *    +              !!         0    .    .         !
 1994.2!                  +  *                !!         .    . 0  .         !
 1994.3!                    + *               !!         .    . 0  .         !
 1994.4!                     +                !!         .    0    .         !
 1995.1!                *   +                 !!         .0   .    .         !
 1995.2!                 +*                   !!         .    .0   .         !
 1995.3!                  +   *               !!         .    .   0.         !
 1995.4!                     +  *             !!         .    .  0 .         !
 1996.1!                     * +              !!         .  0 .    .         !
 1996.2!                    +                 !!         .    0    .         !
 1996.3!                   *+                 !!         .   0.    .         !
 1996.4!              *    +                  !!         0    .    .         !
 1997.1!                + *                   !!         .    . 0  .         !
 1997.2!          *       +                   !!      0  .    .    .         !
 1997.3!            *+                        !!         .  0 .    .         !
 1997.4!               +*                     !!         .    .0   .         !
 1998.1!               *  +                   !!         . 0  .    .         !
 1998.2!                *+                    !!         .    0    .         !
 1998.3!               *  +                   !!         . 0  .    .         !
 1998.4!                 +  *                 !!         .    .   0.         !
 1999.1!        *           +                 !!  0      .    .    .         !
 1999.2!            + *                       !!         .    . 0  .         !
 1999.3!                +                     !!         .    0    .         !
 1999.4!               * +                    !!         .  0 .    .         !
 2000.1!                +                     !!         .    0    .         !
 2000.2!          *      +                    !!        0.    .    .         !
 2000.3!             +   *                    !!         .    .  0 .         !
 2000.4!         *       +                    !!      0  .    .    .         !
 2001.1!            +  *                      !!         .    .  0 .         !
 2001.2!            *   +                     !!         .0   .    .         !
 2001.3!       *      +                       !!       0 .    .    .         !
 2001.4!       *   +                          !!         .0   .    .         !
 2002.1!           +     *                    !!         .    .    .0        !
 2002.2!               * +                    !!         .  0 .    .         !
 2002.3!           *    +                     !!         0    .    .         !
 2002.4!          *   +                       !!         .0   .    .         !
 2003.1!            *+                        !!         .   0.    .         !
 2003.2!           *   +                      !!         .0   .    .         !
 2003.3!             *+                       !!         .   0.    .         !
 2003.4!               +*                     !!         .    .0   .         !
 2004.1!             *   +                    !!         0    .    .         !
 2004.2!               +  *                   !!         .    . 0  .         !
 2004.3!                *  +                  !!         . 0  .    .         !
 2004.4!                 +     *              !!         .    .    0         !
 2005.1!                      +         *     !!         .    .    .    0    !
 2005.2!                            +   *     !!         .    .   0.         !
 2005.3!                          * +         !!         .   0.    .         !
 2005.4!                        +         *   !!         .    .    .    0    !
 2006.1!                          *  +        !!         . 0  .    .         !
 2006.2!                        + *           !!         .    .  0 .         !
 2006.3!                        +          *  !!         .    .    .    0    !
 2006.4!                             +     *  !!         .    .    .0        !
 2007.1!                              +    *  !!         .    .    .0        !
 2007.2!                              +       !!         .    0    .         !
 2007.3!                           +          !!         .    .0   .         !
 2007.4!                         +    *       !!         .    .   0.         !
 2008.1!                           +    *     !!         .    .    0         !
 2008.2!                            + *       !!         .    .0   .         !
 2008.3!                           +  *       !!         .    .  0 .         !
 2008.4!                      *    +          !!         0    .    .         !
 2009.1!                    *+                !!         .   0.    .         !
 2009.2!                    +    *            !!         .    .    0         !
 2009.3!                        +*            !!         .    .0   .         !
 2009.4!                       + *            !!         .    . 0  .         !
 2010.1!                        +     *       !!         .    .    .0        !
 2010.2!                          + *         !!         .    . 0  .         !
 2010.3!                         + *          !!         .    . 0  .         !
 2010.4!                         +  *         !!         .    .  0 .         !
 2011.1!                          +  *        !!         .    .  0 .         !
 2011.2!                          +    *      !!         .    .    0         !
 2011.3!                           +   *      !!         .    .   0.         !
 2011.4!                           *+         !!         .   0.    .         !
 2012.1!                         +*           !!         .    . 0  .         !
 2012.2!                        +             *!         .    .    .        0!
 2012.3!                     *          +     !!   0     .    .    .         !
 2012.4!                     +  *             !!         .    .  0 .         !


     24.66 percent of the residuals exceed 1 SE
      6.16 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPAPO=PAPX$Q/POPMM;                                                     
 GENR LAAPAPO=LOG(AAPAPO+.00001);                                             
 GENR LAPAPO=LOG(APAPO+.00001);                                               
 LHS AAPAPO=EXP(LAAPAPO)-.00001;                                              
  EQ 1170 LAAPAPO C LAPAPO(-1) PPAPO;                                         
EQUATION 909  LAAPAPO  
   RHS     C  LAPAPO(-1)  PPAPO  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  909 PLOT=0;END;                                                     

Equation number =  909
**********************

Dependent variable = LAAPAPO 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -7.131879690

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.551323381       0.253727009  -2.17290     1.000000
13136 LAPAPO  ( -1)       0.814416552       0.044759978  18.19520    -7.136024
13134 PPAPO   (  0)      -0.553090242       0.193811050  -2.85376     1.390117

SE of equation            =     0.520955715
Sum of squared residuals  =  43.1517823       0.597566441E-11
Average absolute error    =     0.369224887
Sum of ABS residuals      =  59.8144318    
R squared                 =   0.81589
Durbin-Watson statistic   =   2.47581
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!                     +                !!          .   0   .          !
 1972.4!                    * +               !!          . 0 .   .          !
 1973.1!                    *+                !!          .  0.   .          !
 1973.2!                   *+                 !!          .   0   .          !
 1973.3!             *     +                  !!         0.   .   .          !
 1973.4!            *+                        !!          .  0.   .          !
 1974.1!         * +                          !!          . 0 .   .          !
 1974.2!    *     +                           !!         0.   .   .          !
 1974.3!       +    *                         !!          .   .   0          !
 1974.4!          *   +                       !!          0   .   .          !
 1975.1!             +    *                   !!          .   .   0          !
 1975.2!              *     +                 !!         0.   .   .          !
 1975.3!                +                     !!          .   0   .          !
 1975.4!                  + *                 !!          .   . 0 .          !
 1976.1!        *            +                !!   0      .   .   .          !
 1976.2!          + *                         !!          .   . 0 .          !
 1976.3!      *      +                        !!         0.   .   .          !
 1976.4!   *    +                             !!         0.   .   .          !
 1977.1!    * +                               !!          .  0.   .          !
 1977.2!      +  *                            !!          .   . 0 .          !
 1977.3!    *     +                           !!         0.   .   .          !
 1977.4!   *    +                             !!          0   .   .          !
 1978.1!    * +                               !!          .  0.   .          !
 1978.2!    *  +                              !!          .0  .   .          !
 1978.3!      +  *                            !!          .   .  0.          !
 1978.4! *         +                          !!      0   .   .   .          !
 1979.1!   *+                                 !!          .  0.   .          !
 1979.2!      +                               !!          .   0   .          !
 1979.3!         +                            !!          .   0   .          !
 1979.4!      *    +                          !!         0.   .   .          !
 1980.1!         +           *                !!          .   .   .     0    !
 1980.2!                  *  +                !!          .0  .   .          !
 1980.3!               *   +                  !!          .0  .   .          !
 1980.4!                +       *             !!          .   .   .  0       !
 1981.1!           *            +             !!   0      .   .   .          !
 1981.2!       *   +                          !!          0   .   .          !
 1981.3*      +                               !!        0 .   .   .          !
 1981.4! +        *                           !!          .   .   .   0      !
 1982.1!        *  +                          !!          . 0 .   .          !
 1982.2!*       +                             !!       0  .   .   .          !
 1982.3!   +*                                 !!          .   .0  .          !
 1982.4!    * +                               !!          .  0.   .          !
 1983.1!       +     *                        !!          .   .   . 0        !
 1983.2!              + *                     !!          .   . 0 .          !
 1983.3!                +  *                  !!          .   .  0.          !
 1983.4!*                 +                   !0          .   .   .          !
 1984.1!  +     *                             !!          .   .   .0         !
 1984.2!         +         *                  !!          .   .   .    0     !
 1984.3!                 +  *                 !!          .   .  0.          !
 1984.4!                  +                   !!          .  0.   .          !
 1985.1!                 +       *            !!          .   .   . 0        !
 1985.2!                       +              !!          .   0   .          !
 1985.3!                      +           *   !!          .   .   .      0   !
 1985.4!                         *      +     !!        0 .   .   .          !
 1986.1!                       +    *         !!          .   .   0          !
 1986.2!                          + *         !!          .   . 0 .          !
 1986.3!                          +          *!!          .   .   .     0    !
 1986.4!                               * +    !!          . 0 .   .          !
 1987.1!                             +*       !!          .   .0  .          !
 1987.2!                             +        !!          .   0   .          !
 1987.3!                            +         *!          .   .   .   0      !
 1987.4!                                   +  *!          .   . 0 .          !
 1988.1!                                   + *!!          .   . 0 .          !
 1988.2!                                *  +  !!          . 0 .   .          !
 1988.3!                              +       *!          .   .   . 0        !
 1988.4!                               *   +  !!          .0  .   .          !
 1989.1!                              +   *   !!          .   .  0.          !
 1989.2!                                 +  * !!          .   . 0 .          !
 1989.3!                             *    +   !!          0   .   .          !
 1989.4!                            + *       !!          .   . 0 .          !
 1990.1!                             +  *     !!          .   . 0 .          !
 1990.2!                              *+      !!          .  0.   .          !
 1990.3!                              +       !!          .   0   .          !
 1990.4!                            * +       !!          . 0 .   .          !
 1991.1!                            *+        !!          .  0.   .          !
 1991.2!                            +*        !!          .   0   .          !
 1991.3!                             +   *    !!          .   .   0          !
 1991.4!                         *       +    !!       0  .   .   .          !
 1992.1!                         *+           !!          .   0   .          !
 1992.2!                          *+          !!          .   0   .          !
 1992.3!                            +    *    !!          .   .   0          !
 1992.4!                              * +     !!          . 0 .   .          !
 1993.1!                              +       !!          .   0   .          !
 1993.2!                             *+       !!          .  0.   .          !
 1993.3!                             +     *  !!          .   .   0          !
 1993.4!                               * +    !!          . 0 .   .          !
 1994.1!                              +       !!          .  0.   .          !
 1994.2!                             +        !!          .   0   .          !
 1994.3!                             +      * !!          .   .   . 0        !
 1994.4!                                *  +  !!          . 0 .   .          !
 1995.1!                              *+      !!          .  0.   .          !
 1995.2!                             + *      !!          .   .0  .          !
 1995.3!                             + *      !!          .   .0  .          !
 1995.4!                              + *     !!          .   . 0 .          !
 1996.1!                               +  *   !!          .   . 0 .          !
 1996.2!                                +*    !!          .   .0  .          !
 1996.3!                                +  *  !!          .   . 0 .          !
 1996.4!                                  +   !!          .   0   .          !
 1997.1!                                +     !!          .   0   .          !
 1997.2!                               +  *   !!          .   . 0 .          !
 1997.3!                                +     !!          .   0   .          !
 1997.4!                              +  *    !!          .   . 0 .          !
 1998.1!                               +*     !!          .   .0  .          !
 1998.2!                               + *    !!          .   . 0 .          !
 1998.3!                               +*     !!          .   .0  .          !
 1998.4!                             * +      !!          . 0 .   .          !
 1999.1!                          * +         !!          .  0.   .          !
 1999.2!                         +   *        !!          .   .  0.          !
 1999.3!                            +   *     !!          .   .  0.          !
 1999.4!                             * +      !!          . 0 .   .          !
 2000.1!                            +         !!          .   0   .          !
 2000.2!                            + *       !!          .   . 0 .          !
 2000.3!                             +  *     !!          .   .  0.          !
 2000.4!                              +       !!          .   0   .          !
 2001.1!                             + *      !!          .   .0  .          !
 2001.2!                              +       !!          .   0   .          !
 2001.3!                             +  *     !!          .   . 0 .          !
 2001.4!                            *  +      !!          . 0 .   .          !
 2002.1!                            +*        !!          .   .0  .          !
 2002.2!                            *+        !!          .  0.   .          !
 2002.3!                            +  *      !!          .   . 0 .          !
 2002.4!                           *   +      !!          .0  .   .          !
 2003.1!                            + *       !!          .   .0  .          !
 2003.2!                             *+       !!          .   0   .          !
 2003.3!                              + *     !!          .   . 0 .          !
 2003.4!                             *  +     !!          .0  .   .          !
 2004.1!                             +  *     !!          .   . 0 .          !
 2004.2!                              *+      !!          .  0.   .          !
 2004.3!                              + *     !!          .   .0  .          !
 2004.4!                            *   +     !!          .0  .   .          !
 2005.1!                             + *      !!          .   . 0 .          !
 2005.2!                              * +     !!          .  0.   .          !
 2005.3!                              +*      !!          .   .0  .          !
 2005.4!                             * +      !!          . 0 .   .          !
 2006.1!                             +        !!          .   0   .          !
 2006.2!                              +       !!          .   0   .          !
 2006.3!                               + *    !!          .   . 0 .          !
 2006.4!                              *  +    !!          . 0 .   .          !
 2007.1!                               +*     !!          .   .0  .          !
 2007.2!                               *+     !!          .  0.   .          !
 2007.3!                                +     !!          .   0   .          !
 2007.4!                               * +    !!          .  0.   .          !
 2008.1!                              * +     !!          . 0 .   .          !
 2008.2!                              *+      !!          .  0.   .          !
 2008.3!                               +      !!          .   0   .          !
 2008.4!                            *  +      !!          . 0 .   .          !
 2009.1!                            + *       !!          .   .0  .          !
 2009.2!                               +*     !!          .   .0  .          !
 2009.3!                                + *   !!          .   .0  .          !
 2009.4!                               *  +   !!          . 0 .   .          !
 2010.1!                             *  +     !!          . 0 .   .          !
 2010.2!                           *  +       !!          . 0 .   .          !
 2010.3!                           +  *       !!          .   . 0 .          !
 2010.4!                          *   +       !!          .0  .   .          !
 2011.1!                           + *        !!          .   . 0 .          !
 2011.2!                             +        !!          .   0   .          !
 2011.3!                            *+        !!          .  0.   .          !
 2011.4!                        *   +         !!          .0  .   .          !
 2012.1!                        + *           !!          .   .0  .          !
 2012.2!                         *+           !!          .   0   .          !
 2012.3!                          +           !!          .   0   .          !
 2012.4!                         * +          !!          .  0.   .          !


     22.84 percent of the residuals exceed 1 SE
      6.17 percent of the residuals exceed 2 SE
@EQ  1171 LAAPHPO C LAPHPO(-1) PPHPO;SMPL 1978.4 2012.4;OLS;EST 1171 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHPO=THPX$Q/POPMM;                                                     
 GENR LAATHPO=LOG(AATHPO+.00001);                                             
 GENR LATHPO=LOG(ATHPO+.00001);                                               
 LHS AATHPO=EXP(LAATHPO)-.00001;                                              
  EQ 1172 LAATHPO C LATHPO(-1) PTHPO;                                         
EQUATION 910  LAATHPO  
   RHS     C  LATHPO(-1)  PTHPO  
 SMPL 1980.3 2012.4;                                                          
Sample period is now  1980.3 to  2012.4 Internally:   115 to   244
 OLS;EST  910 PLOT=0;END;                                                     

Equation number =  910
**********************

Dependent variable = LAATHPO 

 1980.3 -   2012.4,    0 missing obs.,  130 obs. used.

Mean of dependent variable       -6.509719568

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.989681278       0.520666277  -1.90080     1.000000
13139 LATHPO  ( -1)       0.816980036       0.051711251  15.79888    -6.537745
13137 PTHPO   (  0)      -0.150207227       0.502646820  -0.29883     1.190563

SE of equation            =     0.626577845
Sum of squared residuals  =  49.8601741       0.245723442E-10
Average absolute error    =     0.370734751
Sum of ABS residuals      =  48.1955177    
R squared                 =   0.72897
Durbin-Watson statistic   =   2.43790
SMPL and No. Obs.         = 1980.3   2012.4    130

Plot of actual(*) and fitted(+) values and residuals(0)


 1980.3!       +          *                   !!           .  .  .    0      !
 1980.4*                    +                 !0           .  .  .           !
 1981.1!*   +                                 !!           0  .  .           !
 1981.2!     +       *                        !!           .  .  .  0        !
 1981.3!             * +                      !!           .0 .  .           !
 1981.4!  *            +                      !!     0     .  .  .           !
 1982.1!*      +                              !!         0 .  .  .           !
 1982.2!     +*                               !!           .  .0 .           !
 1982.3!          +     *                     !!           .  .  .0          !
 1982.4!  *               +                   !!  0        .  .  .           !
 1983.1!*      +                              !!         0 .  .  .           !
 1983.2!     +                                !!           .  0  .           !
 1983.3!         +        *                   !!           .  .  .  0        !
 1983.4!     *              +                 !!   0       .  .  .           !
 1984.1!         + *                          !!           .  . 0.           !
 1984.2!        *     +                       !!         0 .  .  .           !
 1984.3!           +                *         !!           .  .  .        0  !
 1984.4!                           *+         !!           . 0.  .           !
 1985.1!                           +   *      !!           .  .  0           !
 1985.2!                              + *     !!           .  . 0.           !
 1985.3!                                +  *  !!           .  . 0.           !
 1985.4!                                  +*  !!           .  .0 .           !
 1986.1!                                  +   *!           .  .  0           !
 1986.2!                             *      + !!         0 .  .  .           !
 1986.3!                             +     *  !!           .  .  .0          !
 1986.4!                                 *+   !!           . 0.  .           !
 1987.1!                                + *   !!           .  .0 .           !
 1987.2!                                 +    !!           .  0  .           !
 1987.3!                               * +    !!           . 0.  .           !
 1987.4!                          *    +      !!           0  .  .           !
 1988.1!                           +   *      !!           .  .  0           !
 1988.2!                           *   +      !!           .0 .  .           !
 1988.3!                            +         !!           .  0  .           !
 1988.4!                            +  *      !!           .  . 0.           !
 1989.1!                             * +      !!           . 0.  .           !
 1989.2!                             +*       !!           .  .0 .           !
 1989.3!                            * +       !!           . 0.  .           !
 1989.4!                            +      *  !!           .  .  . 0         !
 1990.1!                                * +   !!           . 0.  .           !
 1990.2!                              *+      !!           . 0.  .           !
 1990.3!                          *   +       !!           0  .  .           !
 1990.4!                           +     *    !!           .  .  .0          !
 1991.1!                               *+     !!           . 0.  .           !
 1991.2!                              +       !!           .  0  .           !
 1991.3!                              +*      !!           .  .0 .           !
 1991.4!                              +       !!           .  0  .           !
 1992.1!                              +  *    !!           .  .  0           !
 1992.2!                                 + *  !!           .  . 0.           !
 1992.3!                              *   +   !!           0  .  .           !
 1992.4!                              +   *   !!           .  .  0           !
 1993.1!                                 +    !!           .  0  .           !
 1993.2!                                +*    !!           .  .0 .           !
 1993.3!                                *+    !!           .  0  .           !
 1993.4!                                +     !!           .  0  .           !
 1994.1!                              *+      !!           . 0.  .           !
 1994.2!                             +        !!           .  0  .           !
 1994.3!                             +     *  !!           .  .  .0          !
 1994.4!                                * +   !!           . 0.  .           !
 1995.1!                               *+     !!           . 0.  .           !
 1995.2!                              *+      !!           . 0.  .           !
 1995.3!                             + *      !!           .  .0 .           !
 1995.4!                              + *     !!           .  .0 .           !
 1996.1!                             * +      !!           . 0.  .           !
 1996.2!                             +*       !!           .  0  .           !
 1996.3!                              +*      !!           .  .0 .           !
 1996.4!                               +   *  !!           .  .  0           !
 1997.1!                                * +   !!           . 0.  .           !
 1997.2!                               +*     !!           .  .0 .           !
 1997.3!                               +*     !!           .  0  .           !
 1997.4!                               +*     !!           .  .0 .           !
 1998.1!                               *+     !!           .  0  .           !
 1998.2!                               +  *   !!           .  . 0.           !
 1998.3!                                *+    !!           . 0.  .           !
 1998.4!                               + *    !!           .  .0 .           !
 1999.1!                              * +     !!           .0 .  .           !
 1999.2!                              +    *  !!           .  .  .0          !
 1999.3!                                  +   !!           .  0  .           !
 1999.4!                                 +*   !!           .  .0 .           !
 2000.1!                               * +    !!           . 0.  .           !
 2000.2!                              +       !!           .  0  .           !
 2000.3!                             +  *     !!           .  .0 .           !
 2000.4!                               + *    !!           .  .0 .           !
 2001.1!                             *  +     !!           .0 .  .           !
 2001.2!                             + *      !!           .  . 0.           !
 2001.3!                               +      !!           .  0  .           !
 2001.4!                               + *    !!           .  . 0.           !
 2002.1!                              * +     !!           .0 .  .           !
 2002.2!                              +       !!           .  0  .           !
 2002.3!                             *+       !!           .  0  .           !
 2002.4!                            *+        !!           . 0.  .           !
 2003.1!                            + *       !!           .  .0 .           !
 2003.2!                              +*      !!           .  0  .           !
 2003.3!                             *+       !!           . 0.  .           !
 2003.4!                             +        !!           .  0  .           !
 2004.1!                              +*      !!           .  .0 .           !
 2004.2!                              +       !!           . 0.  .           !
 2004.3!                              +       !!           .  0  .           !
 2004.4!                              +       !!           .  0  .           !
 2005.1!                             *+       !!           .  0  .           !
 2005.2!                             +        !!           .  0  .           !
 2005.3!                            *+        !!           . 0.  .           !
 2005.4!                           *+         !!           . 0.  .           !
 2006.1!                           +  *       !!           .  . 0.           !
 2006.2!                              +       !!           .  0  .           !
 2006.3!                              +       !!           .  0  .           !
 2006.4!                              + *     !!           .  .0 .           !
 2007.1!                               +      !!           .  0  .           !
 2007.2!                               +      !!           .  0  .           !
 2007.3!                             * +      !!           . 0.  .           !
 2007.4!                             + *      !!           .  .0 .           !
 2008.1!                               +      !!           .  0  .           !
 2008.2!                               +*     !!           .  0  .           !
 2008.3!                               +*     !!           .  .0 .           !
 2008.4!                              *+      !!           . 0.  .           !
 2009.1!                             +        !!           . 0.  .           !
 2009.2!                             +        !!           .  0  .           !
 2009.3!                             +*       !!           .  0  .           !
 2009.4!                              +       !!           .  .0 .           !
 2010.1!                              +*      !!           .  0  .           !
 2010.2!                             *+       !!           . 0.  .           !
 2010.3!                             + *      !!           .  .0 .           !
 2010.4!                              *+      !!           .  0  .           !
 2011.1!                              + *     !!           .  .0 .           !
 2011.2!                               +      !!           .  0  .           !
 2011.3!                              +       !!           .  0  .           !
 2011.4!                           *  +       !!           .0 .  .           !
 2012.1!                            +*        !!           .  .0 .           !
 2012.2!                            *+        !!           .  0  .           !
 2012.3!                            +         !!           .  0  .           !
 2012.4!                            +         !!           .  0  .           !


     15.38 percent of the residuals exceed 1 SE
      4.62 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHPO=CHPX$Q/POPMM;                                                     
 GENR LAACHPO=LOG(AACHPO+.00001);                                             
 GENR LACHPO=LOG(ACHPO+.00001);                                               
 LHS AACHPO=EXP(LAACHPO)-.00001;                                              
  EQ 1173 LAACHPO C LACHPO(-1) PCHPO;                                         
EQUATION 911  LAACHPO  
   RHS     C  LACHPO(-1)  PCHPO  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  911 PLOT=0;END;                                                     

Equation number =  911
**********************

Dependent variable = LAACHPO 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.581617435

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.188392162       0.162871989   1.15669     1.000000
13142 LACHPO  ( -1)       0.946937697       0.027455436  34.48999    -5.617766
13140 PCHPO   (  0)      -0.367486851       0.211474098  -1.73774     1.225446

SE of equation            =     0.269401030
Sum of squared residuals  =  8.92696054       0.299760217E-12
Average absolute error    =     0.182065809
Sum of ABS residuals      =  22.9402920    
R squared                 =   0.96869
Durbin-Watson statistic   =   2.30674
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!*     +                               !0          .   .   .          !
 1981.4! +   *                                !!          .   .   .     0    !
 1982.1!   *  +                               !!        0 .   .   .          !
 1982.2!   +  *                               !!          .   .   . 0        !
 1982.3!      +                               !!          .   0   .          !
 1982.4!      +                               !!          .   0   .          !
 1983.1!     * +                              !!          0   .   .          !
 1983.2!     +                                !!          .  0.   .          !
 1983.3!   * +                                !!          0   .   .          !
 1983.4*    +                                 !!   0      .   .   .          !
 1984.1+  *                                   !!          .   .   .  0       !
 1984.2!   + *                                !!          .   .   .0         !
 1984.3!     +*                               !!          .   .   0          !
 1984.4!  *   +                               !!     0    .   .   .          !
 1985.1!  +                                   !!          .   0   .          !
 1985.2!  +     *                             !!          .   .   .        0 !
 1985.3!      * +                             !!        0 .   .   .          !
 1985.4!      +*                              !!          .   .  0.          !
 1986.1!        +                             !!          .   0   .          !
 1986.2!        + *                           !!          .   .   0          !
 1986.3!          +    *                      !!          .   .   .      0   !
 1986.4!            *  +                      !!       0  .   .   .          !
 1987.1!             +                        !!          .   .0  .          !
 1987.2!              +  *                    !!          .   .   .  0       !
 1987.3!                 + *                  !!          .   .  0.          !
 1987.4!                *  +                  !!     0    .   .   .          !
 1988.1!                + *                   !!          .   .  0.          !
 1988.2!                 *+                   !!          .0  .   .          !
 1988.3!                *+                    !!          .0  .   .          !
 1988.4!               *+                     !!          .0  .   .          !
 1989.1!           *    +                     !!  0       .   .   .          !
 1989.2!           + *                        !!          .   .   .0         !
 1989.3!              +  *                    !!          .   .   .   0      !
 1989.4!               *  +                   !!        0 .   .   .          !
 1990.1!                +                     !!          .   .0  .          !
 1990.2!                 +*                   !!          .   .  0.          !
 1990.3!                  *+                  !!          . 0 .   .          !
 1990.4!             *    +                   !! 0        .   .   .          !
 1991.1!              +                       !!          .   0   .          !
 1991.2!               +*                     !!          .   .   0          !
 1991.3!               * +                    !!         0.   .   .          !
 1991.4!            *   +                     !!    0     .   .   .          !
 1992.1!            *+                        !!          .   0   .          !
 1992.2!             + *                      !!          .   .  0.          !
 1992.3!                +                     !!          .   0   .          !
 1992.4!                 +                    !!          .   .0  .          !
 1993.1!                 +*                   !!          .   0   .          !
 1993.2!                  +*                  !!          .   .  0.          !
 1993.3!                    +                 !!          .   0   .          !
 1993.4!                    +                 !!          .   0   .          !
 1994.1!                 *  +                 !!       0  .   .   .          !
 1994.2!                 +*                   !!          .   .0  .          !
 1994.3!                  +*                  !!          .   . 0 .          !
 1994.4!                    +                 !!          .  0.   .          !
 1995.1!                    +                 !!          .   0   .          !
 1995.2!                    *+                !!          . 0 .   .          !
 1995.3!                   *+                 !!          .  0.   .          !
 1995.4!                    +                 !!          .   . 0 .          !
 1996.1!                    *+                !!          . 0 .   .          !
 1996.2!                    *+                !!          .   0   .          !
 1996.3!                     + *              !!          .   .   0          !
 1996.4!                     * +              !!          0   .   .          !
 1997.1!                     *+               !!          . 0 .   .          !
 1997.2!                     +*               !!          .   . 0 .          !
 1997.3!                      +*              !!          .   .  0.          !
 1997.4!                      *+              !!          .0  .   .          !
 1998.1!                      +               !!          .   .0  .          !
 1998.2!                      +*              !!          .   .0  .          !
 1998.3!                       +              !!          .   0   .          !
 1998.4!                       +              !!          . 0 .   .          !
 1999.1!                      *+              !!          .0  .   .          !
 1999.2!                      +               !!          .   0   .          !
 1999.3!                      + *             !!          .   .   .0         !
 1999.4!                        +             !!          .   0   .          !
 2000.1!                        +             !!          .  0.   .          !
 2000.2!                       +*             !!          .   .0  .          !
 2000.3!                        +             !!          .   0   .          !
 2000.4!                      * +             !!          0   .   .          !
 2001.1!                      +*              !!          .   .  0.          !
 2001.2!                       +              !!          .   0   .          !
 2001.3!                       +*             !!          .   .  0.          !
 2001.4!                       *+             !!          . 0 .   .          !
 2002.1!                      + *             !!          .   .   .0         !
 2002.2!                       *+             !!          . 0 .   .          !
 2002.3!                        +*            !!          .   . 0 .          !
 2002.4!                         +            !!          .   0   .          !
 2003.1!                         +            !!          .   .0  .          !
 2003.2!                          +           !!          .   .0  .          !
 2003.3!                          +           !!          .   .0  .          !
 2003.4!                          *+          !!          .  0.   .          !
 2004.1!                          *+          !!          . 0 .   .          !
 2004.2!                          + *         !!          .   .   0          !
 2004.3!                            +         !!          .   0   .          !
 2004.4!                            *+        !!          .  0.   .          !
 2005.1!                             +        !!          .   0   .          !
 2005.2!                             + *      !!          .   .   0          !
 2005.3!                               +      !!          .   0   .          !
 2005.4!                               +      !!          .   0   .          !
 2006.1!                               +      !!          .   .0  .          !
 2006.2!                               + *    !!          .   .   0          !
 2006.3!                                 +*   !!          .   . 0 .          !
 2006.4!                                 *+   !!          .  0.   .          !
 2007.1!                                 +*   !!          .   .0  .          !
 2007.2!                                  +   !!          .   0   .          !
 2007.3!                                  +*  !!          .   .0  .          !
 2007.4!                                  *+  !!          .  0.   .          !
 2008.1!                                  *+  !!          .0  .   .          !
 2008.2!                                  +*  !!          .   . 0 .          !
 2008.3!                                   + *!!          .   .   0          !
 2008.4!                                    + !!          .  0.   .          !
 2009.1!                                   *+ !!          .0  .   .          !
 2009.2!                                   +  !!          .   .0  .          !
 2009.3!                                   +* !!          .   . 0 .          !
 2009.4!                                    + !!          .   0   .          !
 2010.1!                                   *+ !!          . 0 .   .          !
 2010.2!                                   + *!!          .   .   .0         !
 2010.3!                                     +!!          .   .0  .          !
 2010.4!                                     +!!          . 0 .   .          !
 2011.1!                                    +*!!          .   0   .          !
 2011.2!                                     +!!          .   .0  .          !
 2011.3!                                     +*!          .   . 0 .          !
 2011.4!                                     *+!          .  0.   .          !
 2012.1!                                    *+!!          . 0 .   .          !
 2012.2!                                    + *!          .   .   .0         !
 2012.3!                                      +!          .   0   .          !
 2012.4!                                     +!!          .   0   .          !


     21.43 percent of the residuals exceed 1 SE
      7.14 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PARPO=ARPX$Q/POPMM;                                                     
 GENR LAAARPO=LOG(AAARPO+.00001);                                             
 GENR LAARPO=LOG(AARPO+.00001);                                               
 LHS AAARPO=EXP(LAAARPO)-.00001;                                              
  EQ 1174 LAAARPO C LAARPO(-1) PARPO;                                         
EQUATION 912  LAAARPO  
   RHS     C  LAARPO(-1)  PARPO  
 SMPL 1966.2 2012.4;                                                          
Sample period is now  1966.2 to  2012.4 Internally:    58 to   244
 OLS;EST  912 PLOT=0;END;                                                     

Equation number =  912
**********************

Dependent variable = LAAARPO 

 1966.2 -   2012.4,    0 missing obs.,  187 obs. used.

Mean of dependent variable       -5.843645550

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.588152763       0.480765518  -5.38340     1.000000
13145 LAARPO  ( -1)       0.525612676       0.063141730   8.32433    -5.833018
13143 PARPO   (  0)      -0.147365171       0.264509061  -0.55713     1.286497

SE of equation            =     0.704936993
Sum of squared residuals  =  91.4362542      -0.182343030E-11
Average absolute error    =     0.540210534
Sum of ABS residuals      =  101.019370    
R squared                 =   0.27858
Durbin-Watson statistic   =   2.06241
SMPL and No. Obs.         = 1966.2   2012.4    187

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.2!              *         +             !!       0 .    .    .         !
 1966.3!                 +         *          !!         .    .    . 0       !
 1966.4!                        +             !!         .    0    .         !
 1967.1!                      +       *       !!         .    .    .0        !
 1967.2!                        *+            !!         .    0    .         !
 1967.3!                      +*              !!         .    0    .         !
 1967.4!                 *   +                !!         . 0  .    .         !
 1968.1!                  +  *                !!         .    . 0  .         !
 1968.2!             *      +                 !!         0    .    .         !
 1968.3!      *         +                     !!       0 .    .    .         !
 1968.4!            *+                        !!         .   0.    .         !
 1969.1!               +*                     !!         .    0    .         !
 1969.2!                  +   *               !!         .    .  0 .         !
 1969.3!                     + *              !!         .    . 0  .         !
 1969.4!               *      +               !!         0    .    .         !
 1970.1!                 +      *             !!         .    .    0         !
 1970.2!                 *    +               !!         .0   .    .         !
 1970.3!                   + *                !!         .    . 0  .         !
 1970.4!                     +   *            !!         .    .  0 .         !
 1971.1!                      +     *         !!         .    .   0.         !
 1971.2!                  *     +             !!         0    .    .         !
 1971.3!                   +  *               !!         .    . 0  .         !
 1971.4!                     +       *        !!         .    .    0         !
 1972.1!                      *  +            !!         .  0 .    .         !
 1972.2!                     + *              !!         .    .0   .         !
 1972.3!                  *   +               !!         . 0  .    .         !
 1972.4!                    +         *       !!         .    .    .  0      !
 1973.1!                          +*          !!         .    .0   .         !
 1973.2!                        +           * !!         .    .    .  0      !
 1973.3!                             +     *  !!         .    .    0         !
 1973.4!                            +     *   !!         .    .   0.         !
 1974.1!                            +      *  !!         .    .    0         !
 1974.2!                            +     *   !!         .    .   0.         !
 1974.3!                          * +         !!         .   0.    .         !
 1974.4!                        + *           !!         .    .0   .         !
 1975.1!          *             +             !!    0    .    .    .         !
 1975.2!             * +                      !!         .  0 .    .         !
 1975.3!                 +              *     !!         .    .    .     0   !
 1975.4!                      *    +          !!         . 0  .    .         !
 1976.1!                     +        *       !!         .    .    .0        !
 1976.2!                         +           *!!         .    .    .  0      !
 1976.3!                             +   *    !!         .    .  0 .         !
 1976.4!                           +         *!!         .    .    . 0       !
 1977.1!                             +   *    !!         .    .  0 .         !
 1977.2!                           +      *   !!         .    .    0         !
 1977.3!                            + *       !!         .    . 0  .         !
 1977.4!                          +*          !!         .    .0   .         !
 1978.1!                        +*            !!         .    0    .         !
 1978.2!                       +          *   !!         .    .    .  0      !
 1978.3!                          * +         !!         .  0 .    .         !
 1978.4!                        + *           !!         .    . 0  .         !
 1979.1!                        +*            !!         .    .0   .         !
 1979.2!                       +       *      !!         .    .    .0        !
 1979.3!                           +  *       !!         .    . 0  .         !
 1979.4!                          +     *     !!         .    .   0.         !
 1980.1!                       *   +          !!         . 0  .    .         !
 1980.2!                      +      *        !!         .    .    0         !
 1980.3!                         +  *         !!         .    . 0  .         !
 1980.4!                         +  *         !!         .    . 0  .         !
 1981.1!          *              +            !!   0     .    .    .         !
 1981.2!               +            *         !!         .    .    .   0     !
 1981.3!                        +             !!         .    0    .         !
 1981.4!               *      +               !!         0    .    .         !
 1982.1!                  + *                 !!         .    . 0  .         !
 1982.2!                    +  *              !!         .    . 0  .         !
 1982.3!                    * +               !!         .   0.    .         !
 1982.4!                   *+                 !!         .   0.    .         !
 1983.1*                    +                 !0         .    .    .         !
 1983.2!         +              *             !!         .    .    .     0   !
 1983.3!                     *+               !!         .    0    .         !
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 1984.1!                    +        *        !!         .    .    . 0       !
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 1984.3!                        +       *     !!         .    .    .0        !
 1984.4!           *              +           !!   0     .    .    .         !
 1985.1!               +    *                 !!         .    .  0 .         !
 1985.2!                    +              *  !!         .    .    .     0   !
 1985.3!                            +      *  !!         .    .    0         !
 1985.4!                *           +         !!      0  .    .    .         !
 1986.1!                * +                   !!         .  0 .    .         !
 1986.2!                  +                   *!         .    .    .         0
 1986.3!                              +  *    !!         .    .  0 .         !
 1986.4!           *               +          !!  0      .    .    .         !
 1987.1!                +*                    !!         .    .0   .         !
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 1987.3!                      *+              !!         .   0.    .         !
 1987.4!                 *   +                !!         . 0  .    .         !
 1988.1!                  *+                  !!         .    0    .         !
 1988.2!                    +   *             !!         .    .  0 .         !
 1988.3!                      +         *     !!         .    .    . 0       !
 1988.4!                           +*         !!         .    .0   .         !
 1989.1!                 *      +             !!         0    .    .         !
 1989.2!                *  +                  !!         .  0 .    .         !
 1989.3!               *  +                   !!         .  0 .    .         !
 1989.4!              *   +                   !!         .  0 .    .         !
 1990.1!               * +                    !!         .   0.    .         !
 1990.2!                  +         *         !!         .    .    . 0       !
 1990.3!                         +   *        !!         .    .  0 .         !
 1990.4!                      *  +            !!         . 0  .    .         !
 1991.1!                   *  +               !!         .  0 .    .         !
 1991.2!                    +       *         !!         .    .    .0        !
 1991.3!                         +    *       !!         .    .   0.         !
 1991.4!                      *   +           !!         . 0  .    .         !
 1992.1!                     *+               !!         .   0.    .         !
 1992.2!                     +*               !!         .    .0   .         !
 1992.3!                    * +               !!         .   0.    .         !
 1992.4!                     +*               !!         .    .0   .         !
 1993.1!                 *   +                !!         . 0  .    .         !
 1993.2!                   +*                 !!         .    .0   .         !
 1993.3!                  * +                 !!         .  0 .    .         !
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 1994.1!               *    +                 !!         . 0  .    .         !
 1994.2!                 *+                   !!         .    0    .         !
 1994.3!                 * +                  !!         .   0.    .         !
 1994.4!                *  +                  !!         .  0 .    .         !
 1995.1!               *   +                  !!         .  0 .    .         !
 1995.2!                  +   *               !!         .    .  0 .         !
 1995.3!                    *+                !!         .   0.    .         !
 1995.4!                *    +                !!         . 0  .    .         !
 1996.1!               *  +                   !!         .  0 .    .         !
 1996.2!                 *+                   !!         .   0.    .         !
 1996.3!                *  +                  !!         .  0 .    .         !
 1996.4!                * +                   !!         .  0 .    .         !
 1997.1!                  +                   !!         .    0    .         !
 1997.2!          *        +                  !!       0 .    .    .         !
 1997.3!    *          +                      !!      0  .    .    .         !
 1997.4!            +   *                     !!         .    .  0 .         !
 1998.1!                  +  *                !!         .    . 0  .         !
 1998.2!                     +  *             !!         .    . 0  .         !
 1998.3!                    *  +              !!         .  0 .    .         !
 1998.4!                    +    *            !!         .    .  0 .         !
 1999.1!                       +              !!         .    0    .         !
 1999.2!                      +    *          !!         .    .   0.         !
 1999.3!                   *     +            !!         .0   .    .         !
 1999.4!                *   +                 !!         .  0 .    .         !
 2000.1!                   +                  !!         .    0    .         !
 2000.2!                    +    *            !!         .    .   0.         !
 2000.3!                   *   +              !!         . 0  .    .         !
 2000.4!               *    +                 !!         . 0  .    .         !
 2001.1!                  +   *               !!         .    .  0 .         !
 2001.2!                     + *              !!         .    .0   .         !
 2001.3!                  *   +               !!         . 0  .    .         !
 2001.4!                  *+                  !!         .   0.    .         !
 2002.1!                   + *                !!         .    .0   .         !
 2002.2!                     + *              !!         .    . 0  .         !
 2002.3!                     *+               !!         .   0.    .         !
 2002.4!                 *   +                !!         . 0  .    .         !
 2003.1!                  *+                  !!         .   0.    .         !
 2003.2!                    + *               !!         .    . 0  .         !
 2003.3!                *     +               !!         .0   .    .         !
 2003.4!                   + *                !!         .    . 0  .         !
 2004.1!                 *   +                !!         . 0  .    .         !
 2004.2!                   +   *              !!         .    .  0 .         !
 2004.3!               *      +               !!         0    .    .         !
 2004.4!              *   +                   !!         . 0  .    .         !
 2005.1!                 +                    !!         .    0    .         !
 2005.2!                   +  *               !!         .    . 0  .         !
 2005.3!              *      +                !!        0.    .    .         !
 2005.4!             *   +                    !!         . 0  .    .         !
 2006.1!          *      +                    !!         0    .    .         !
 2006.2!             * +                      !!         .  0 .    .         !
 2006.3!            *    +                    !!         . 0  .    .         !
 2006.4!               *+                     !!         .   0.    .         !
 2007.1!         *        +                   !!        0.    .    .         !
 2007.2!               +          *           !!         .    .    .  0      !
 2007.3!                 *      +             !!         0    .    .         !
 2007.4!                 * +                  !!         .   0.    .         !
 2008.1!                   +                  !!         .    0    .         !
 2008.2!                   +     *            !!         .    .   0.         !
 2008.3!                   *  +               !!         .  0 .    .         !
 2008.4!              *    +                  !!         .0   .    .         !
 2009.1!          *      +                    !!         0    .    .         !
 2009.2!              *+                      !!         .   0.    .         !
 2009.3!            *    +                    !!         .0   .    .         !
 2009.4!                +*                    !!         .    .0   .         !
 2010.1!         *         +                  !!       0 .    .    .         !
 2010.2!           *   +                      !!         .  0 .    .         !
 2010.3!             *  +                     !!         .  0 .    .         !
 2010.4!            *    +                    !!         . 0  .    .         !
 2011.1!          *     +                     !!         .0   .    .         !
 2011.2!               +   *                  !!         .    .  0 .         !
 2011.3!           *        +                 !!        0.    .    .         !
 2011.4!        *       +                     !!         0    .    .         !
 2012.1!              + *                     !!         .    .0   .         !
 2012.2!               *  +                   !!         .  0 .    .         !
 2012.3!         *       +                    !!        0.    .    .         !
 2012.4!          *   +                       !!         . 0  .    .         !


     27.81 percent of the residuals exceed 1 SE
      5.35 percent of the residuals exceed 2 SE
@@EQ 1175 LAABRPO C LABRPO(-1) PBRPO;SMPL 1996.3 2012.4;OLS;EST 1175 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCEPO=CEPX$Q/POPMM;                                                     
 GENR LAACEPO=LOG(AACEPO+.00001);                                             
 GENR LACEPO=LOG(ACEPO+.00001);                                               
 LHS AACEPO=EXP(LAACEPO)-.00001;                                              
  EQ 1176 LAACEPO C LACEPO(-1) PCEPO;                                         
EQUATION 913  LAACEPO  
   RHS     C  LACEPO(-1)  PCEPO  
 SMPL 1986.3 2012.4;                                                          
Sample period is now  1986.3 to  2012.4 Internally:   139 to   244
 OLS;EST  913 PLOT=0;END;                                                     

Equation number =  913
**********************

Dependent variable = LAACEPO 

 1986.3 -   2012.4,    0 missing obs.,  106 obs. used.

Mean of dependent variable       -7.501819614

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.530814732       0.780456087  -3.24274     1.000000
13148 LACEPO  ( -1)       0.635238657       0.076100510   8.34736    -7.490003
13146 PCEPO   (  0)      -0.184120916       0.499356207  -0.36872     1.157205

SE of equation            =     0.597684910
Sum of squared residuals  =  36.7944069       0.233963959E-10
Average absolute error    =     0.498213602
Sum of ABS residuals      =  52.8106418    
R squared                 =   0.40726
Durbin-Watson statistic   =   1.97011
SMPL and No. Obs.         = 1986.3   2012.4    106

Plot of actual(*) and fitted(+) values and residuals(0)


 1986.3!                         +   *        !!        .     .  0  .        !
 1986.4!                         +      *     !!        .     .    0.        !
 1987.1!                           + *        !!        .     .0    .        !
 1987.2!                         +       *    !!        .     .    0.        !
 1987.3!                            +    *    !!        .     .   0 .        !
 1987.4!                             +        *!        .     .     .0       !
 1988.1!                                +   * !!        .     .  0  .        !
 1988.2!                              +*      !!        .     .0    .        !
 1988.3!                           +        * !!        .     .     .0       !
 1988.4!                              +   *   !!        .     .  0  .        !
 1989.1!                             +       *!!        .     .     0        !
 1989.2!                               +      !!        .     0     .        !
 1989.3!                           +       *  !!        .     .     0        !
 1989.4!                             +   *    !!        .     .  0  .        !
 1990.1!                            +    *    !!        .     .  0  .        !
 1990.2!                            + *       !!        .     . 0   .        !
 1990.3!                           +    *     !!        .     .   0 .        !
 1990.4!                            +       * !!        .     .     0        !
 1991.1!                             *+       !!        .    0.     .        !
 1991.2!                          +           *!        .     .     .  0     !
 1991.3!                               +    * !!        .     .   0 .        !
 1991.4!                              +   *   !!        .     .  0  .        !
 1992.1!                     *       +        !!        0     .     .        !
 1992.2!                     +                *!        .     .     .      0 !
 1992.3!                                +  *  !!        .     .  0  .        !
 1992.4!                   *          +       !!      0 .     .     .        !
 1993.1!           *       +                  !!        0     .     .        !
 1993.2!               +    *                 !!        .     .   0 .        !
 1993.3!              *     +                 !!        .0    .     .        !
 1993.4!          *     +                     !!        . 0   .     .        !
 1994.1!            * +                       !!        .    0.     .        !
 1994.2!               +     *                !!        .     .    0.        !
 1994.3!                     +*               !!        .     .0    .        !
 1994.4!        *            +                !!    0   .     .     .        !
 1995.1!            +   *                     !!        .     .  0  .        !
 1995.2!                  +    *              !!        .     .   0 .        !
 1995.3!                  *   +               !!        .  0  .     .        !
 1995.4!             *     +                  !!        . 0   .     .        !
 1996.1!            *   +                     !!        .  0  .     .        !
 1996.2!               +          *           !!        .     .     .  0     !
 1996.3!            *           +             !!     0  .     .     .        !
 1996.4!*              +                      !!   0    .     .     .        !
 1997.1!       +    *                         !!        .     .   0 .        !
 1997.2!              *+                      !!        .     0     .        !
 1997.3!        *       +                     !!        0     .     .        !
 1997.4*            +                         !!    0   .     .     .        !
 1998.1!     * +                              !!        .    0.     .        !
 1998.2!           +        *                 !!        .     .     .0       !
 1998.3!         *          +                 !!      0 .     .     .        !
 1998.4!   *         +                        !!      0 .     .     .        !
 1999.1!         +          *                 !!        .     .     . 0      !
 1999.2!                    +      *          !!        .     .     0        !
 1999.3!        *               +             !! 0      .     .     .        !
 1999.4*            +                         !!    0   .     .     .        !
 2000.1!      +           *                   !!        .     .     . 0      !
 2000.2!                  +  *                !!        .     . 0   .        !
 2000.3!               *    +                 !!        . 0   .     .        !
 2000.4!           *     +                    !!        . 0   .     .        !
 2001.1!              +  *                    !!        .     . 0   .        !
 2001.2!                  + *                 !!        .     . 0   .        !
 2001.3!                 * +                  !!        .   0 .     .        !
 2001.4!           *      +                   !!        .0    .     .        !
 2002.1!           *  +                       !!        .   0 .     .        !
 2002.2!              +      *                !!        .     .    0.        !
 2002.3!           *        +                 !!      0 .     .     .        !
 2002.4!      *       +                       !!        0     .     .        !
 2003.1!           +  *                       !!        .     . 0   .        !
 2003.2!                +         *           !!        .     .     . 0      !
 2003.3!                   *    +             !!        . 0   .     .        !
 2003.4!          *        +                  !!       0.     .     .        !
 2004.1!              +      *                !!        .     .    0.        !
 2004.2!                     +      *         !!        .     .    0.        !
 2004.3!               *         +            !!      0 .     .     .        !
 2004.4!    *            +                    !!    0   .     .     .        !
 2005.1!          + *                         !!        .     . 0   .        !
 2005.2!               +          *           !!        .     .     . 0      !
 2005.3!                *       +             !!        0     .     .        !
 2005.4!                * +                   !!        .    0.     .        !
 2006.1!             *    +                   !!        .  0  .     .        !
 2006.2!                +    *                !!        .     .   0 .        !
 2006.3!                  *  +                !!        .   0 .     .        !
 2006.4!                *  +                  !!        .   0 .     .        !
 2007.1!                * +                   !!        .   0 .     .        !
 2007.2!                  +  *                !!        .     .  0  .        !
 2007.3!                   * +                !!        .   0 .     .        !
 2007.4!             *      +                 !!        .0    .     .        !
 2008.1!               *+                     !!        .    0.     .        !
 2008.2!                 +         *          !!        .     .     .0       !
 2008.3!                        *+            !!        .    0.     .        !
 2008.4!          *            +              !!     0  .     .     .        !
 2009.1!       *      +                       !!        .0    .     .        !
 2009.2!            +                   *     !!        .     .     .        0
 2009.3!                    *       +         !!        0     .     .        !
 2009.4!                    +   *             !!        .     .  0  .        !
 2010.1!                       +       *      !!        .     .     0        !
 2010.2!                           +   *      !!        .     . 0   .        !
 2010.3!                           + *        !!        .     . 0   .        !
 2010.4!                    *     +           !!        .0    .     .        !
 2011.1!                    +        *        !!        .     .     0        !
 2011.2!                          +*          !!        .     .0    .        !
 2011.3!                         +*           !!        .     .0    .        !
 2011.4!                *       +             !!        0     .     .        !
 2012.1!              *   +                   !!        .  0  .     .        !
 2012.2!                 +     *              !!        .     .    0.        !
 2012.3!                   *  +               !!        .   0 .     .        !
 2012.4!             *      +                 !!        .0    .     .        !


     35.85 percent of the residuals exceed 1 SE
      2.83 percent of the residuals exceed 2 SE
@EQ  1177 LAAMEPO C LAMEPO(-1) PMEPO;SMPL 1982.1 2012.4;OLS;EST 1177 PLOT=0;EN
@@EQ 1178 LAAPEPO C LAPEPO(-1) PPEPO;SMPL 1994.1 2012.4;OLS;EST 1178 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTUPO=TUPX$/POPMM;                                                      
 GENR LAATUPO=LOG(AATUPO+.00001);                                             
 GENR LATUPO=LOG(ATUPO+.00001);                                               
 LHS AATUPO=EXP(LAATUPO)-.00001;                                              
  EQ 1179 LAATUPO C LATUPO(-1) PTUPO;                                         
EQUATION 914  LAATUPO  
   RHS     C  LATUPO(-1)  PTUPO  
 SMPL 1980.2 2012.4;                                                          
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
 OLS;EST  914 PLOT=0;END;                                                     

Equation number =  914
**********************

Dependent variable = LAATUPO 

 1980.2 -   2012.4,    0 missing obs.,  131 obs. used.

Mean of dependent variable       -5.907318440

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.164838398       0.402163761  -2.89643     1.000000
13151 LATUPO  ( -1)       0.658580042       0.066160696   9.95425    -5.913485
13149 PTUPO   (  0)      -0.694170181       0.284349776  -2.44125     1.221569

SE of equation            =     0.570672691
Sum of squared residuals  =  41.6854170       0.653077592E-11
Average absolute error    =     0.424789619
Sum of ABS residuals      =  55.6474401    
R squared                 =   0.54381
Durbin-Watson statistic   =   2.35926
SMPL and No. Obs.         = 1980.2   2012.4    131

Plot of actual(*) and fitted(+) values and residuals(0)


 1980.2!                         +*           !!         .    0    .         !
 1980.3!                  *       +           !!        0.    .    .         !
 1980.4!                     + *              !!         .    . 0  .         !
 1981.1!                       +  *           !!         .    . 0  .         !
 1981.2!                     *  +             !!         .  0 .    .         !
 1981.3!         *         +                  !!      0  .    .    .         !
 1981.4!            +   *                     !!         .    .  0 .         !
 1982.1!                 +       *            !!         .    .    .0        !
 1982.2!                    +  *              !!         .    . 0  .         !
 1982.3!           *         +                !!      0  .    .    .         !
 1982.4!             +     *                  !!         .    .    .0        !
 1983.1!               *   +                  !!         . 0  .    .         !
 1983.2!             * +                      !!         .  0 .    .         !
 1983.3!       *     +                        !!         0    .    .         !
 1983.4!         +                *           !!         .    .    .       0 !
 1984.1!                      +   *           !!         .    .   0.         !
 1984.2!               *      +               !!        0.    .    .         !
 1984.3!    *         +                       !!      0  .    .    .         !
 1984.4!       +                 *            !!         .    .    .         0
 1985.1!                    *+                !!         .   0.    .         !
 1985.2!               * +                    !!         .  0 .    .         !
 1985.3!               +     *                !!         .    .    0         !
 1985.4!   *                +                 !!0        .    .    .         !
 1986.1!        +           *                 !!         .    .    .    0    !
 1986.2!                *   +                 !!         . 0  .    .         !
 1986.3!   *            +                     !!   0     .    .    .         !
 1986.4!        +            *                !!         .    .    .    0    !
 1987.1!             *        +               !!       0 .    .    .         !
 1987.2*                 +                    !!0        .    .    .         !
 1987.3!    *  +                              !!         .  0 .    .         !
 1987.4!         * +                          !!         .  0 .    .         !
 1988.1!      *       +                       !!       0 .    .    .         !
 1988.2!        *   +                         !!         . 0  .    .         !
 1988.3!            +*                        !!         .    0    .         !
 1988.4!                +       *             !!         .    .    . 0       !
 1989.1!                  *    +              !!         .0   .    .         !
 1989.2!                *  +                  !!         . 0  .    .         !
 1989.3!        *         +                   !!       0 .    .    .         !
 1989.4!             +  *                     !!         .    . 0  .         !
 1990.1!              *   +                   !!         .0   .    .         !
 1990.2!                *+                    !!         .   0.    .         !
 1990.3!          *        +                  !!      0  .    .    .         !
 1990.4!               +           *          !!         .    .    .    0    !
 1991.1!                      *    +          !!         .0   .    .         !
 1991.2!              *        +              !!       0 .    .    .         !
 1991.3!             *    +                   !!         .0   .    .         !
 1991.4!                 +*                   !!         .    .0   .         !
 1992.1!                 *  +                 !!         .  0 .    .         !
 1992.2!         *          +                 !!     0   .    .    .         !
 1992.3!          *    +                      !!         0    .    .         !
 1992.4!               +    *                 !!         .    .    0         !
 1993.1!                 *   +                !!         . 0  .    .         !
 1993.2!                 *  +                 !!         .  0 .    .         !
 1993.3!          *        +                  !!       0 .    .    .         !
 1993.4!              +        *              !!         .    .    . 0       !
 1994.1!                    * +               !!         .  0 .    .         !
 1994.2!               *    +                 !!         0    .    .         !
 1994.3!             *   +                    !!         .0   .    .         !
 1994.4!                 +                    !!         .    0    .         !
 1995.1!             *     +                  !!         0    .    .         !
 1995.2!                 +  *                 !!         .    . 0  .         !
 1995.3!             *       +                !!       0 .    .    .         !
 1995.4!                +      *              !!         .    .    0         !
 1996.1!                       *+             !!         .   0.    .         !
 1996.2!                    *  +              !!         .  0 .    .         !
 1996.3!             *        +               !!       0 .    .    .         !
 1996.4!                 +  *                 !!         .    . 0  .         !
 1997.1!                  *  +                !!         . 0  .    .         !
 1997.2!                    +*                !!         .    .0   .         !
 1997.3!                  *  +                !!         . 0  .    .         !
 1997.4!                   +      *           !!         .    .    .0        !
 1998.1!                         +            !!         .    0    .         !
 1998.2!                        + *           !!         .    .0   .         !
 1998.3!                     *   +            !!         . 0  .    .         !
 1998.4!                      +     *         !!         .    .   0.         !
 1999.1!                          +           !!         .    0    .         !
 1999.2!                         +*           !!         .    .0   .         !
 1999.3!                         +            !!         .    0    .         !
 1999.4!                        +*            !!         .    .0   .         !
 2000.1!                        +    *        !!         .    .   0.         !
 2000.2!                          +           !!         .    0    .         !
 2000.3!                      * +             !!         .   0.    .         !
 2000.4!                     +  *             !!         .    . 0  .         !
 2001.1!                      +  *            !!         .    . 0  .         !
 2001.2!                       +        *     !!         .    .    .  0      !
 2001.3!                            +*        !!         .    0    .         !
 2001.4!                          +    *      !!         .    .    0         !
 2002.1!                         * +          !!         .  0 .    .         !
 2002.2!                        +  *          !!         .    .  0 .         !
 2002.3!                          +*          !!         .    .0   .         !
 2002.4!                         +    *       !!         .    .   0.         !
 2003.1!                            +*        !!         .    .0   .         !
 2003.2!                            +   *     !!         .    .   0.         !
 2003.3!                            *+        !!         .   0.    .         !
 2003.4!                           +    *     !!         .    .   0.         !
 2004.1!                              +       !!         .    0    .         !
 2004.2!                            +   *     !!         .    .  0 .         !
 2004.3!                              +*      !!         .    . 0  .         !
 2004.4!                              +   *   !!         .    .  0 .         !
 2005.1!                               +*     !!         .    .0   .         !
 2005.2!                              +*      !!         .    0    .         !
 2005.3!                            *+        !!         .    0    .         !
 2005.4!                           +     *    !!         .    .   0.         !
 2006.1!                              + *     !!         .    .0   .         !
 2006.2!                              +    *  !!         .    .   0.         !
 2006.3!                                +  *  !!         .    . 0  .         !
 2006.4!                                +  *  !!         .    .  0 .         !
 2007.1!                               *+     !!         .   0.    .         !
 2007.2!                             +        *!         .    .    . 0       !
 2007.3!                               *  +   !!         . 0  .    .         !
 2007.4!                              + *     !!         .    .0   .         !
 2008.1!                               +  *   !!         .    . 0  .         !
 2008.2!                                + *   !!         .    . 0  .         !
 2008.3!                               *+     !!         .   0.    .         !
 2008.4!                             + *      !!         .    . 0  .         !
 2009.1!                             +        !!         .    0    .         !
 2009.2!                            + *       !!         .    .0   .         !
 2009.3!                             + *      !!         .    .0   .         !
 2009.4!                              +    *  !!         .    .   0.         !
 2010.1!                                +     !!         .   0.    .         !
 2010.2!                              +  *    !!         .    .  0 .         !
 2010.3!                               +      !!         .    0    .         !
 2010.4!                              +*      !!         .    .0   .         !
 2011.1!                             +   *    !!         .    .  0 .         !
 2011.2!                               +*     !!         .    .0   .         !
 2011.3!                              +       !!         .    0    .         !
 2011.4!                             +*       !!         .    .0   .         !
 2012.1!                             +   *    !!         .    .  0 .         !
 2012.2!                              +  *    !!         .    . 0  .         !
 2012.3!                              +*      !!         .    0    .         !
 2012.4!                             +   *    !!         .    .  0 .         !


     24.43 percent of the residuals exceed 1 SE
      6.11 percent of the residuals exceed 2 SE
@@EQ 1180 LAAPDPO C LAPDPO(-1) PPDPO;SMPL 1994.1 2012.4;OLS;EST 1180 PLOT=0;EN
@@EQ 1181 LAARUPO C LARUPO(-1) PRUPO;SMPL 1992.3 2012.4;OLS;EST 1181 PLOT=0;EN
@@EQ 1182 LAAUEPO C LAUEPO(-1) PUEPO;SMPL 1996.2 2012.4;OLS;EST 1182 PLOT=0;EN
@@EQ 1183 LAAEGPO C LAEGPO(-1) PEGPO;SMPL 1996.4 2012.4;OLS;EST 1183 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PISPO=ISPX$/POPMM;                                                      
 GENR LAAISPO=LOG(AAISPO+.00001);                                             
 GENR LAISPO=LOG(AISPO+.00001);                                               
 LHS AAISPO=EXP(LAAISPO)-.00001;                                              
  EQ 1184 LAAISPO C LAISPO(-1) PISPO;                                         
EQUATION 915  LAAISPO  
   RHS     C  LAISPO(-1)  PISPO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  915 PLOT=0;END;                                                     

Equation number =  915
**********************

Dependent variable = LAAISPO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.236491389

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.996771849       0.389091373  -2.56179     1.000000
13154 LAISPO  ( -1)       0.822275503       0.041441087  19.84204    -6.242975
13152 PISPO   (  0)      -0.095887652       0.283657522  -0.33804     1.108322

SE of equation            =     0.459476786
Sum of squared residuals  =  39.0569996       0.280930834E-11
Average absolute error    =     0.304955181
Sum of ABS residuals      =  57.3315741    
R squared                 =   0.68307
Durbin-Watson statistic   =   2.36155
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!       +                    *         !!           .  .  .        0  !
 1966.2!                          + *         !!           .  .0 .           !
 1966.3!                         +  *         !!           .  . 0.           !
 1966.4!                          + *         !!           .  .0 .           !
 1967.1!*                         +           !0           .  .  .           !
 1967.2!*  +                                  !!           . 0.  .           !
 1967.3! * +                                  !!           . 0.  .           !
 1967.4!*  +                                  !!           .0 .  .           !
 1968.1!  *+                                  !!           . 0.  .           !
 1968.2!  * +                                 !!           . 0.  .           !
 1968.3! *  +                                 !!           .0 .  .           !
 1968.4!*   +                                 !!           .0 .  .           !
 1969.1!   +       *                          !!           .  .  . 0         !
 1969.2!           *+                         !!           . 0.  .           !
 1969.3!          * +                         !!           . 0.  .           !
 1969.4!          *+                          !!           . 0.  .           !
 1970.1!        *  +                          !!           .0 .  .           !
 1970.2!       * +                            !!           . 0.  .           !
 1970.3!      *  +                            !!           . 0.  .           !
 1970.4!      * +                             !!           . 0.  .           !
 1971.1!        +*                            !!           .  .0 .           !
 1971.2!         *+                           !!           . 0.  .           !
 1971.3!        * +                           !!           . 0.  .           !
 1971.4!       *  +                           !!           . 0.  .           !
 1972.1!         + *                          !!           .  .0 .           !
 1972.2!           *+                         !!           . 0.  .           !
 1972.3!            +                         !!           .  0  .           !
 1972.4!          *  +                        !!           . 0.  .           !
 1973.1!           *+                         !!           .  0  .           !
 1973.2!          * +                         !!           . 0.  .           !
 1973.3!            +      *                  !!           .  .  .0          !
 1973.4!    *             +                   !!     0     .  .  .           !
 1974.1!      +    *                          !!           .  .  0           !
 1974.2!            +*                        !!           .  .0 .           !
 1974.3*              +                       !!     0     .  .  .           !
 1974.4!  +                        *          !!           .  .  .          0!
 1975.1!                          +  *        !!           .  . 0.           !
 1975.2!                           +   *      !!           .  . 0.           !
 1975.3!                          * +         !!           . 0.  .           !
 1975.4!                         +   *        !!           .  . 0.           !
 1976.1!                           + *        !!           .  .0 .           !
 1976.2!                           +       *  !!           .  .  . 0         !
 1976.3!                                +     *!           .  .  .0          !
 1976.4!                                * +   !!           . 0.  .           !
 1977.1!                              +       !!           .  0  .           !
 1977.2!                            +   *     !!           .  .  0           !
 1977.3!                         *   +        !!           .0 .  .           !
 1977.4!                        +        *    !!           .  .  . 0         !
 1978.1!                             *+       !!           .  0  .           !
 1978.2!                      *    +          !!           0  .  .           !
 1978.3!                     +  *             !!           .  . 0.           !
 1978.4!                       +    *         !!           .  .  0           !
 1979.1!                          +  *        !!           .  . 0.           !
 1979.2!                           +*         !!           .  .0 .           !
 1979.3!                          + *         !!           .  .0 .           !
 1979.4!                          +    *      !!           .  .  0           !
 1980.1!                            +        *!!           .  .  . 0         !
 1980.2!                                 +    !!           .  0  .           !
 1980.3!                         *    +       !!           0  .  .           !
 1980.4!                        +           * !!           .  .  .   0       !
 1981.1!                               * +    !!           . 0.  .           !
 1981.2!                             +        !!           .  0  .           !
 1981.3!                          + *         !!           .  .0 .           !
 1981.4!                          +      *    !!           .  .  .0          !
 1982.1!                              + *     !!           .  .0 .           !
 1982.2!                             +   *    !!           .  . 0.           !
 1982.3!                             *+       !!           .  0  .           !
 1982.4!                          +   *       !!           .  . 0.           !
 1983.1!                           +      *   !!           .  .  .0          !
 1983.2!                               +  *   !!           .  . 0.           !
 1983.3!                          *   +       !!           .0 .  .           !
 1983.4!                        +          *  !!           .  .  .  0        !
 1984.1!                                +    *!!           .  .  0           !
 1984.2!                               * +    !!           . 0.  .           !
 1984.3!                         *  +         !!           .0 .  .           !
 1984.4!                       +              *!           .  .  .    0      !
 1985.1!                              *   +   !!           .0 .  .           !
 1985.2!                         *  +         !!           .0 .  .           !
 1985.3!                       +              !!           .  0  .           !
 1985.4!                      + *             !!           .  .0 .           !
 1986.1!                       + *            !!           .  .0 .           !
 1986.2!                       *+             !!           . 0.  .           !
 1986.3!                     + *              !!           .  .0 .           !
 1986.4!                  *   +               !!           .0 .  .           !
 1987.1!           *      +                   !!          0.  .  .           !
 1987.2!            +  *                      !!           .  . 0.           !
 1987.3!              * +                     !!           . 0.  .           !
 1987.4!               +                      !!           .  0  .           !
 1988.1!              *+                      !!           . 0.  .           !
 1988.2!        *      +                      !!          0.  .  .           !
 1988.3!          +                           !!           .  0  .           !
 1988.4!       *   +                          !!           .0 .  .           !
 1989.1!        *+                            !!           .  0  .           !
 1989.2!          +  *                        !!           .  . 0.           !
 1989.3!          *  +                        !!           .0 .  .           !
 1989.4!        *  +                          !!           .0 .  .           !
 1990.1!         +                            !!           .  0  .           !
 1990.2!          +  *                        !!           .  .0 .           !
 1990.3!             +  *                     !!           .  . 0.           !
 1990.4!                +*                    !!           .  .0 .           !
 1991.1!            *    +                    !!           0  .  .           !
 1991.2!             +*                       !!           .  .0 .           !
 1991.3!              +*                      !!           .  .0 .           !
 1991.4!              * +                     !!           . 0.  .           !
 1992.1!              +                       !!           .  0  .           !
 1992.2!             *+                       !!           . 0.  .           !
 1992.3!             *+                       !!           . 0.  .           !
 1992.4!             +*                       !!           .  0  .           !
 1993.1!              +    *                  !!           .  .  0           !
 1993.2!           *       +                  !!          0.  .  .           !
 1993.3!      *     +                         !!          0.  .  .           !
 1993.4!       +             *                !!           .  .  .    0      !
 1994.1!          *         +                 !!        0  .  .  .           !
 1994.2!           +     *                    !!           .  .  0           !
 1994.3!    *            +                    !!       0   .  .  .           !
 1994.4!       +      *                       !!           .  .  .0          !
 1995.1!              *+                      !!           .  0  .           !
 1995.2!        *     +                       !!           0  .  .           !
 1995.3!         *+                           !!           . 0.  .           !
 1995.4!          +     *                     !!           .  .  .0          !
 1996.1!             *  +                     !!           .0 .  .           !
 1996.2!             +                        !!           .  0  .           !
 1996.3!           *  +                       !!           .0 .  .           !
 1996.4!            +                         !!           .  0  .           !
 1997.1!             +*                       !!           .  .0 .           !
 1997.2!            * +                       !!           .0 .  .           !
 1997.3!             +                        !!           .  0  .           !
 1997.4!             +                        !!           .  0  .           !
 1998.1!            *+                        !!           . 0.  .           !
 1998.2!             +    *                   !!           .  .  0           !
 1998.3!           *     +                    !!          0.  .  .           !
 1998.4!            +    *                    !!           .  .  0           !
 1999.1!            *    +                    !!           0  .  .           !
 1999.2!             +*                       !!           .  .0 .           !
 1999.3!         *    +                       !!           0  .  .           !
 1999.4!          +    *                      !!           .  .  0           !
 2000.1!             * +                      !!           . 0.  .           !
 2000.2!         *   +                        !!           0  .  .           !
 2000.3!          +  *                        !!           .  . 0.           !
 2000.4!             +                        !!           .  0  .           !
 2001.1!          *   +                       !!           .0 .  .           !
 2001.2!          *+                          !!           . 0.  .           !
 2001.3!         * +                          !!           . 0.  .           !
 2001.4!          *+                          !!           .  0  .           !
 2002.1!        *  +                          !!           .0 .  .           !
 2002.2!         *+                           !!           .  0  .           !
 2002.3!      *   +                           !!           0  .  .           !
 2002.4!       +                              !!           .  0  .           !
 2003.1!      * +                             !!           .0 .  .           !
 2003.2!        +*                            !!           .  .0 .           !
 2003.3!     *    +                           !!           0  .  .           !
 2003.4!       +   *                          !!           .  . 0.           !
 2004.1!          * +                         !!           . 0.  .           !
 2004.2!           +*                         !!           .  0  .           !
 2004.3!           * +                        !!           . 0.  .           !
 2004.4!            +*                        !!           .  0  .           !
 2005.1!             *+                       !!           . 0.  .           !
 2005.2!         *    +                       !!           0  .  .           !
 2005.3!        * +                           !!           .0 .  .           !
 2005.4!         +                            !!           .  0  .           !
 2006.1!           +                          !!           .  0  .           !
 2006.2!            + *                       !!           .  .0 .           !
 2006.3!      *        +                      !!         0 .  .  .           !
 2006.4!        +    *                        !!           .  .  0           !
 2007.1!            * +                       !!           . 0.  .           !
 2007.2!        *    +                        !!           0  .  .           !
 2007.3!         *+                           !!           . 0.  .           !
 2007.4!          +   *                       !!           .  . 0.           !
 2008.1!            * +                       !!           . 0.  .           !
 2008.2!        *    +                        !!           0  .  .           !
 2008.3!        *+                            !!           . 0.  .           !
 2008.4!          +*                          !!           .  .0 .           !
 2009.1!            +                         !!           .  0  .           !
 2009.2!             +                        !!           .  0  .           !
 2009.3!            * +                       !!           . 0.  .           !
 2009.4!             +   *                    !!           .  . 0.           !
 2010.1!           *     +                    !!           0  .  .           !
 2010.2!           *+                         !!           . 0.  .           !
 2010.3!           *+                         !!           .  0  .           !
 2010.4!            + *                       !!           .  .0 .           !
 2011.1!            *  +                      !!           . 0.  .           !
 2011.2!             + *                      !!           .  .0 .           !
 2011.3!              *+                      !!           . 0.  .           !
 2011.4!               +                      !!           .  0  .           !
 2012.1!            *  +                      !!           .0 .  .           !
 2012.2!             +    *                   !!           .  .  0           !
 2012.3!                 +                    !!           .  0  .           !
 2012.4!                 + *                  !!           .  .0 .           !


     17.02 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@@EQ 1185 LAAKEPO C LAKEPO(-1) PKEPO;SMPL 1996.4 2012.4;OLS;EST 1185 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBAPO=BAPX$/POPMM;                                                      
 GENR LAABAPO=LOG(AABAPO+.00001);                                             
 GENR LABAPO=LOG(ABAPO+.00001);                                               
 LHS AABAPO=EXP(LAABAPO)-.00001;                                              
  EQ 1186 LAABAPO C LABAPO(-1) PBAPO;                                         
EQUATION 916  LAABAPO  
   RHS     C  LABAPO(-1)  PBAPO  
 SMPL 1986.2 2012.4;                                                          
Sample period is now  1986.2 to  2012.4 Internally:   138 to   244
 OLS;EST  916 PLOT=0;END;                                                     

Equation number =  916
**********************

Dependent variable = LAABAPO 

 1986.2 -   2012.4,    0 missing obs.,  107 obs. used.

Mean of dependent variable       -8.943527977

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.867884912       0.474919429  -1.82744     1.000000
13157 LABAPO  ( -1)       0.820492686       0.057398239  14.29474    -8.964654
13155 PBAPO   (  0)      -0.577873335       0.328601262  -1.75859     1.246311

SE of equation            =     0.456082841
Sum of squared residuals  =  21.6332021      -0.304751779E-10
Average absolute error    =     0.325799727
Sum of ABS residuals      =  34.8605707    
R squared                 =   0.74758
Durbin-Watson statistic   =   2.61637
SMPL and No. Obs.         = 1986.2   2012.4    107

Plot of actual(*) and fitted(+) values and residuals(0)


 1986.2!             +   *                    !!         .    .   0.         !
 1986.3!                +*                    !!         .    . 0  .         !
 1986.4!                +                     !!         .    0    .         !
 1987.1!                + *                   !!         .    . 0  .         !
 1987.2!             *    +                   !!        0.    .    .         !
 1987.3!       *      +                       !!      0  .    .    .         !
 1987.4!         +    *                       !!         .    .    .0        !
 1988.1!               +*                     !!         .    .0   .         !
 1988.2!                +                     !!         .    0    .         !
 1988.3!              *+                      !!         .   0.    .         !
 1988.4!              + *                     !!         .    . 0  .         !
 1989.1!               +      *               !!         .    .    .  0      !
 1989.2!         *          +                 !! 0       .    .    .         !
 1989.3!          +       *                   !!         .    .    .    0    !
 1989.4!              *   +                   !!         0    .    .         !
 1990.1!    *          +                      !! 0       .    .    .         !
 1990.2*       +                              !!     0   .    .    .         !
 1990.3!   +           *                      !!         .    .    .         0
 1990.4!      *          +                    !! 0       .    .    .         !
 1991.1!         + *                          !!         .    . 0  .         !
 1991.2!     *      +                         !!     0   .    .    .         !
 1991.3!       *+                             !!         .   0.    .         !
 1991.4!  *       +                           !!     0   .    .    .         !
 1992.1!      +        *                      !!         .    .    .      0  !
 1992.2!                 +*                   !!         .    .0   .         !
 1992.3!                  * +                 !!         .  0 .    .         !
 1992.4!                   +                  !!         .    0    .         !
 1993.1!              *    +                  !!        0.    .    .         !
 1993.2!               + *                    !!         .    . 0  .         !
 1993.3!               *  +                   !!         .0   .    .         !
 1993.4!               +                      !!         .    0    .         !
 1994.1!              *+                      !!         .  0 .    .         !
 1994.2!              +*                      !!         .    .0   .         !
 1994.3!                +*                    !!         .    .0   .         !
 1994.4!                 *+                   !!         .   0.    .         !
 1995.1!                  + *                 !!         .    . 0  .         !
 1995.2!                    +                 !!         .   0.    .         !
 1995.3!                 *  +                 !!         . 0  .    .         !
 1995.4!                  +  *                !!         .    .  0 .         !
 1996.1!              *      +                !!      0  .    .    .         !
 1996.2!               +  *                   !!         .    .  0 .         !
 1996.3!                   +   *              !!         .    .   0.         !
 1996.4!               *       +              !!     0   .    .    .         !
 1997.1!                +  *                  !!         .    .  0 .         !
 1997.2!              *    +                  !!       0 .    .    .         !
 1997.3!               +    *                 !!         .    .    .0        !
 1997.4!                   *+                 !!         .   0.    .         !
 1998.1!                   +  *               !!         .    .   0.         !
 1998.2!                *     +               !!        0.    .    .         !
 1998.3!                 + *                  !!         .    . 0  .         !
 1998.4!             *     +                  !!      0  .    .    .         !
 1999.1!              + *                     !!         .    .0   .         !
 1999.2!                +    *                !!         .    .    .0        !
 1999.3!                 *   +                !!         .0   .    .         !
 1999.4!                * +                   !!         .  0 .    .         !
 2000.1!                 +*                   !!         .    . 0  .         !
 2000.2!                  +  *                !!         .    .  0 .         !
 2000.3!                    +   *             !!         .    .   0.         !
 2000.4!                      +               !!         .    0    .         !
 2001.1!                    *+                !!         .   0.    .         !
 2001.2!                   +                  !!         .    0    .         !
 2001.3!                   +    *             !!         .    .    . 0       !
 2001.4!                      *+              !!         .   0.    .         !
 2002.1!                     +*               !!         .    . 0  .         !
 2002.2!                     +*               !!         .    .0   .         !
 2002.3!                     +*               !!         .    .0   .         !
 2002.4!                   *  +               !!         . 0  .    .         !
 2003.1!                   *+                 !!         .   0.    .         !
 2003.2!                   +                  !!         .   0.    .         !
 2003.3!                 * +                  !!         . 0  .    .         !
 2003.4!                 *+                   !!         .   0.    .         !
 2004.1!                  *+                  !!         .    0    .         !
 2004.2!                   + *                !!         .    . 0  .         !
 2004.3!                      +               !!         .    .0   .         !
 2004.4!                    *  +              !!         . 0  .    .         !
 2005.1!                     + *              !!         .    . 0  .         !
 2005.2!                        +*            !!         .    .0   .         !
 2005.3!                        *+            !!         .   0.    .         !
 2005.4!                        +             !!         .    0    .         !
 2006.1!                      * +             !!         . 0  .    .         !
 2006.2!                      + *             !!         .    . 0  .         !
 2006.3!                        +   *         !!         .    .    0         !
 2006.4!                          * +         !!         .  0 .    .         !
 2007.1!                       *  +           !!         . 0  .    .         !
 2007.2!                    *   +             !!         0    .    .         !
 2007.3!                     +       *        !!         .    .    .    0    !
 2007.4!                           * +        !!         .  0 .    .         !
 2008.1!                           *+         !!         .    0    .         !
 2008.2!                          * +         !!         .  0 .    .         !
 2008.3!                           + *        !!         .    .  0 .         !
 2008.4!                            +  *      !!         .    .  0 .         !
 2009.1!                             +   *    !!         .    .   0.         !
 2009.2!                                +*    !!         .    . 0  .         !
 2009.3!                                +  *  !!         .    .   0.         !
 2009.4!                                  +  *!!         .    .  0 .         !
 2010.1!                                   +  *!         .    .  0 .         !
 2010.2!                                   +* !!         .    0    .         !
 2010.3!                                  +   !!         .    0    .         !
 2010.4!                                 +    !!         .    .0   .         !
 2011.1!                                + *   !!         .    . 0  .         !
 2011.2!                                 +    !!         .    0    .         !
 2011.3!                                +     *!         .    .    . 0       !
 2011.4!                                    +*!!         .    . 0  .         !
 2012.1!                                   +  !!         .    0    .         !
 2012.2!                                 +*   !!         .    .0   .         !
 2012.3!                                +*    !!         .    .0   .         !
 2012.4!                               +   *  !!         .    .   0.         !


     23.36 percent of the residuals exceed 1 SE
      4.67 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKPO=HKPX$/POPMM;                                                      
 GENR LAAHKPO=LOG(AAHKPO+.00001);                                             
 GENR LAHKPO=LOG(AHKPO+.00001);                                               
 LHS AAHKPO=EXP(LAAHKPO)-.00001;                                              
  EQ 1187 LAAHKPO C LAHKPO(-1) PHKPO;                                         
EQUATION 917  LAAHKPO  
   RHS     C  LAHKPO(-1)  PHKPO  
 SMPL 1979.1 2012.4;                                                          
Sample period is now  1979.1 to  2012.4 Internally:   109 to   244
 OLS;EST  917 PLOT=0;END;                                                     

Equation number =  917
**********************

Dependent variable = LAAHKPO 

 1979.1 -   2012.4,    0 missing obs.,  136 obs. used.

Mean of dependent variable       -6.059126255

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.536594682       0.192174009  -2.79223     1.000000
13160 LAHKPO  ( -1)       0.879544262       0.037979255  23.15854    -6.072327
13158 PHKPO   (  0)      -0.133242440       0.086440446  -1.54144     1.363314

SE of equation            =     0.220630346
Sum of squared residuals  =  6.47414069       0.663114008E-11
Average absolute error    =     0.168207001
Sum of ABS residuals      =  22.8761521    
R squared                 =   0.86397
Durbin-Watson statistic   =   2.44215
SMPL and No. Obs.         = 1979.1   2012.4    136

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.1!  * +                                 !!        .0    .     .        !
 1979.2! *  +                                 !!        .0    .     .        !
 1979.3!*  +                                  !!        0     .     .        !
 1979.4*  +                                   !!        0     .     .        !
 1980.1!  +   *                               !!        .     .     .0       !
 1980.2!        +                             !!        .     0     .        !
 1980.3!         +  *                         !!        .     .    0.        !
 1980.4!         *   +                        !!       0.     .     .        !
 1981.1!         * +                          !!        . 0   .     .        !
 1981.2!          + *                         !!        .     .   0 .        !
 1981.3!            + *                       !!        .     .   0 .        !
 1981.4!          *   +                       !!      0 .     .     .        !
 1982.1!    *      +                          !!  0     .     .     .        !
 1982.2!     +      *                         !!        .     .     .     0  !
 1982.3!          * +                         !!        .  0  .     .        !
 1982.4!          *+                          !!        .   0 .     .        !
 1983.1!   *       +                          !0        .     .     .        !
 1983.2!     +     *                          !!        .     .     .     0  !
 1983.3!           *+                         !!        .   0 .     .        !
 1983.4!          * +                         !!        .  0  .     .        !
 1984.1!     *     +                          !!    0   .     .     .        !
 1984.2!       +                              !!        .     .0    .        !
 1984.3!        + *                           !!        .     .   0 .        !
 1984.4!        * +                           !!        . 0   .     .        !
 1985.1!     *   +                            !!      0 .     .     .        !
 1985.2!      +    *                          !!        .     .     .  0     !
 1985.3!         * +                          !!        .0    .     .        !
 1985.4!          + *                         !!        .     .   0 .        !
 1986.1!        *    +                        !!      0 .     .     .        !
 1986.2!         +      *                     !!        .     .     .      0 !
 1986.3!                *+                    !!        .    0.     .        !
 1986.4!                *+                    !!        .    0.     .        !
 1987.1!               * +                    !!        .  0  .     .        !
 1987.2!                +*                    !!        .     . 0   .        !
 1987.3!                  + *                 !!        .     .   0 .        !
 1987.4!                 *  +                 !!        .0    .     .        !
 1988.1!                  +                   !!        .     .0    .        !
 1988.2!                   +*                 !!        .     . 0   .        !
 1988.3!                    +*                !!        .     .0    .        !
 1988.4!                    *+                !!        .     0     .        !
 1989.1!               *    +                 !!     0  .     .     .        !
 1989.2!                +      *              !!        .     .     .     0  !
 1989.3!                     *+               !!        .   0 .     .        !
 1989.4!                    *+                !!        .   0 .     .        !
 1990.1!                    +*                !!        .     .0    .        !
 1990.2!                     +     *          !!        .     .     .   0    !
 1990.3!                          + *         !!        .     .  0  .        !
 1990.4!                         *  +         !!        . 0   .     .        !
 1991.1!                         +*           !!        .     . 0   .        !
 1991.2!                          +    *      !!        .     .     .   0    !
 1991.3!                             *+       !!        .   0 .     .        !
 1991.4!                          * +         !!        . 0   .     .        !
 1992.1!                         +*           !!        .     . 0   .        !
 1992.2!                          +      *    !!        .     .     .      0 !
 1992.3!                              * +     !!        .  0  .     .        !
 1992.4!                             +*       !!        .     . 0   .        !
 1993.1!                             +  *     !!        .     .     0        !
 1993.2!                               +     *!!        .     .     .   0    !
 1993.3!                                *  +  !!        .0    .     .        !
 1993.4!                              +       !!        .   0 .     .        !
 1994.1!                            +         !!        .     0     .        !
 1994.2!                           +  *       !!        .     .   0 .        !
 1994.3!                             +        !!        .     . 0   .        !
 1994.4!                            +         !!        .     0     .        !
 1995.1!                            +         !!        .     .0    .        !
 1995.2!                            +  *      !!        .     .     0        !
 1995.3!                              +  *    !!        .     .     0        !
 1995.4!                                +     *!        .     .     .     0  !
 1996.1!                             *      + !! 0      .     .     .        !
 1996.2!                            + *       !!        .     .   0 .        !
 1996.3!                             +*       !!        .     . 0   .        !
 1996.4!                          *   +       !!        0     .     .        !
 1997.1!                         *+           !!        .    0.     .        !
 1997.2!                         + *          !!        .     .   0 .        !
 1997.3!                          +  *        !!        .     .    0.        !
 1997.4!                         *  +         !!        .0    .     .        !
 1998.1!                      *  +            !!        . 0   .     .        !
 1998.2!                      +    *          !!        .     .     . 0      !
 1998.3!                          +           !!        .     0     .        !
 1998.4!                       *  +           !!        .0    .     .        !
 1999.1!                       +              !!        .     0     .        !
 1999.2!                       + *            !!        .     .   0 .        !
 1999.3!                        +             !!        .     0     .        !
 1999.4!                      * +             !!        . 0   .     .        !
 2000.1!                    * +               !!        .  0  .     .        !
 2000.2!                    +*                !!        .     . 0   .        !
 2000.3!                     +   *            !!        .     .     .0       !
 2000.4!                     *   +            !!       0.     .     .        !
 2001.1!                   * +                !!        .  0  .     .        !
 2001.2!                   +*                 !!        .     .0    .        !
 2001.3!                    + *               !!        .     .   0 .        !
 2001.4!                  *   +               !!      0 .     .     .        !
 2002.1!                  +                   !!        .     0     .        !
 2002.2!                   +*                 !!        .     .  0  .        !
 2002.3!                    +*                !!        .     0     .        !
 2002.4!                   * +                !!        . 0   .     .        !
 2003.1!                  *+                  !!        .   0 .     .        !
 2003.2!                   +                  !!        .     0     .        !
 2003.3!                    +*                !!        .     .  0  .        !
 2003.4!                    * +               !!        . 0   .     .        !
 2004.1!                   *+                 !!        .   0 .     .        !
 2004.2!                    +*                !!        .     .0    .        !
 2004.3!                      +*              !!        .     .  0  .        !
 2004.4!                      * +             !!        .  0  .     .        !
 2005.1!                       +              !!        .     0     .        !
 2005.2!                        +             !!        .     .0    .        !
 2005.3!                        *+            !!        .    0.     .        !
 2005.4!                       * +            !!        .  0  .     .        !
 2006.1!                     * +              !!        .0    .     .        !
 2006.2!                      +               !!        .     0     .        !
 2006.3!                      +   *           !!        .     .     .0       !
 2006.4!                        * +           !!        .0    .     .        !
 2007.1!                        +             !!        .     0     .        !
 2007.2!                         +  *         !!        .     .     0        !
 2007.3!                           *+         !!        .   0 .     .        !
 2007.4!                            +         !!        .     .0    .        !
 2008.1!                       *    +         !!    0   .     .     .        !
 2008.2!                        + *           !!        .     .    0.        !
 2008.3!                           +  *       !!        .     .     0        !
 2008.4!                              +*      !!        .     .  0  .        !
 2009.1!                         *     +      !!   0    .     .     .        !
 2009.2!                         +*           !!        .     . 0   .        !
 2009.3!                          +           !!        .    0.     .        !
 2009.4!                       *  +           !!        0     .     .        !
 2010.1!                       *+             !!        .    0.     .        !
 2010.2!                        +             !!        .     0     .        !
 2010.3!                        + *           !!        .     .   0 .        !
 2010.4!                        *  +          !!        .0    .     .        !
 2011.1!                      * +             !!        .  0  .     .        !
 2011.2!                       +   *          !!        .     .     .0       !
 2011.3!                           +          !!        .     0     .        !
 2011.4!                           +*         !!        .     . 0   .        !
 2012.1!                          * +         !!        .  0  .     .        !
 2012.2!                          + *         !!        .     .  0  .        !
 2012.3!                           *+         !!        .    0.     .        !
 2012.4!                           +          !!        .    0.     .        !


     27.21 percent of the residuals exceed 1 SE
      6.62 percent of the residuals exceed 2 SE
@@EQ 1188 LAASIPO C LASIPO(-1) PSIPO;SMPL 1996.3 2012.4;OLS;EST 1188 PLOT=0;EN
@@EQ 1189 LAAVIPO C LAVIPO(-1) PVIPO;SMPL 1994.1 2012.4;OLS;EST 1189 PLOT=0;EN
@@EQ 1190 LAANIPO C LANIPO(-1) PNIPO;SMPL 1981.3 2012.4;OLS;EST 1190 PLOT=0;EN
@@EQ 1191 LAAALPO C LAALPO(-1) PALPO;SMPL 1988.3 2012.4;OLS;EST 1191 PLOT=0;EN
@@EQ 1192 LAAIAPO C LAIAPO(-1) PIAPO;SMPL 1986.2 2012.4;OLS;EST 1192 PLOT=0;EN
@@EQ 1193 LAAINPO C LAINPO(-1) PINPO;SMPL 1996.4 2012.4;OLS;EST 1193 PLOT=0;EN
@@EQ 1194 LAAIQPO C LAIQPO(-1) PIQPO;SMPL 2012.4 2012.4;OLS;EST 1194 PLOT=0;EN
@@EQ 1195 LAAKUPO C LAKUPO(-1) PKUPO;SMPL 2007.2 2012.4;OLS;EST 1195 PLOT=0;EN
@@EQ 1196 LAALIPO C LALIPO(-1) PLIPO;SMPL 2012.3 2012.4;OLS;EST 1196 PLOT=0;EN
@@EQ 1197 LAAUAPO C LAUAPO(-1) PUAPO;SMPL 1996.3 2012.4;OLS;EST 1197 PLOT=0;EN
@EQ  1198 LAAUSSP C LAUSSP(-1) PUSSP;SMPL 1966.1 2012.4;OLS;EST 1198 PLOT=0;EN
@EQ  1199 LAACASP C LACASP(-1) PCASP;SMPL 1966.1 2012.4;OLS;EST 1199 PLOT=0;EN
@EQ  1200 LAAJASP C LAJASP(-1) PJASP;SMPL 1966.1 2012.4;OLS;EST 1200 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUSP=AUPX$/SPPMM;                                                      
 GENR LAAAUSP=LOG(AAAUSP+.00001);                                             
 GENR LAAUSP=LOG(AAUSP+.00001);                                               
 LHS AAAUSP=EXP(LAAAUSP)-.00001;                                              
  EQ 1201 LAAAUSP C LAAUSP(-1) PAUSP;                                         
EQUATION 918  LAAAUSP  
   RHS     C  LAAUSP(-1)  PAUSP  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  918 PLOT=0;END;                                                     

Equation number =  918
**********************

Dependent variable = LAAAUSP 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.793452487

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.224196232       0.099213741  -2.25973     1.000000
13163 LAAUSP  ( -1)       0.897946662       0.034753827  25.83735    -4.796678
13161 PAUSP   (  0)      -0.220488605       0.104644003  -2.10704     1.188704

SE of equation            =     0.127293954
Sum of squared residuals  =  2.99769389       0.164011027E-10
Average absolute error    =     0.093142379
Sum of ABS residuals      =  17.5107672    
R squared                 =   0.92205
Durbin-Watson statistic   =   2.48459
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!         *  +                         !!         0.   .   .          !
 1966.2!        * +                           !!          . 0 .   .          !
 1966.3!         +   *                        !!          .   .   .0         !
 1966.4!          *  +                        !!          0   .   .          !
 1967.1!  *        +                          !! 0        .   .   .          !
 1967.2!    + *                               !!          .   .  0.          !
 1967.3!    *  +                              !!         0.   .   .          !
 1967.4!     + *                              !!          .   .  0.          !
 1968.1!  *     +                             !!     0    .   .   .          !
 1968.2*   +                                  !!         0.   .   .          !
 1968.3!+                                     !!          .   0   .          !
 1968.4! +   *                                !!          .   .   .0         !
 1969.1!     *+                               !!          . 0 .   .          !
 1969.2!    + *                               !!          .   . 0 .          !
 1969.3!      +                               !!          .   .0  .          !
 1969.4!       +*                             !!          .   .0  .          !
 1970.1!        +  *                          !!          .   .   0          !
 1970.2!           +                          !!          .   0   .          !
 1970.3!       *   +                          !!        0 .   .   .          !
 1970.4!       +*                             !!          .   0   .          !
 1971.1!        +    *                        !!          .   .   .   0      !
 1971.2!      *      +                        !!   0      .   .   .          !
 1971.3!       +     *                        !!          .   .   .    0     !
 1971.4!          *  +                        !!         0.   .   .          !
 1972.1!        * +                           !!          0   .   .          !
 1972.2!        +                             !!          .   0   .          !
 1972.3!         +  *                         !!          .   .   0          !
 1972.4!            +    *                    !!          .   .   .  0       !
 1973.1!         *       +                    !!  0       .   .   .          !
 1973.2!          + *                         !!          .   .  0.          !
 1973.3!     *      +                         !!     0    .   .   .          !
 1973.4!    *+                                !!          . 0 .   .          !
 1974.1!   +      *                           !!          .   .   .     0    !
 1974.2!         * +                          !!          .0  .   .          !
 1974.3!      *  +                            !!         0.   .   .          !
 1974.4!      +                               !!          .   .0  .          !
 1975.1!     *+                               !!          .  0.   .          !
 1975.2!      +*                              !!          .   .0  .          !
 1975.3!       +                              !!          .  0.   .          !
 1975.4!        +                             !!          .   .0  .          !
 1976.1!         +  *                         !!          .   .   0          !
 1976.2!        *   +                         !!        0 .   .   .          !
 1976.3!       *+                             !!          . 0 .   .          !
 1976.4!       +                              !!          .   0   .          !
 1977.1!       +   *                          !!          .   .   . 0        !
 1977.2!       *   +                          !!        0 .   .   .          !
 1977.3!        + *                           !!          .   .   0          !
 1977.4!     *    +                           !!       0  .   .   .          !
 1978.1!     +*                               !!          .   .0  .          !
 1978.2!    * +                               !!          .0  .   .          !
 1978.3! *  +                                 !!          0   .   .          !
 1978.4! +      *                             !!          .   .   .     0    !
 1979.1!        +                             !!          .   0   .          !
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 1979.3!        * +                           !!          .0  .   .          !
 1979.4!         +  *                         !!          .   .   0          !
 1980.1!            *+                        !!          . 0 .   .          !
 1980.2!           * +                        !!          .0  .   .          !
 1980.3!             +                        !!          .   0   .          !
 1980.4!              + *                     !!          .   . 0 .          !
 1981.1!         *       +                    !!  0       .   .   .          !
 1981.2!          +                           !!          .   0   .          !
 1981.3!       *   +                          !!        0 .   .   .          !
 1981.4!         +*                           !!          .   . 0 .          !
 1982.1!           + *                        !!          .   . 0 .          !
 1982.2!              +                       !!          .   0   .          !
 1982.3!              *+                      !!          . 0 .   .          !
 1982.4!                +*                    !!          .   . 0 .          !
 1983.1!                  +      *            !!          .   .   .     0    !
 1983.2!                         +    *       !!          .   .   .  0       !
 1983.3!                              +    *  !!          .   .   .  0       !
 1983.4!                                   +  !!          .   0   .          !
 1984.1!                                *  +  !!          0   .   .          !
 1984.2!                                +     !!          .   0   .          !
 1984.3!                               *+     !!          . 0 .   .          !
 1984.4!                               + *    !!          .   .  0.          !
 1985.1!                                 + *  !!          .   . 0 .          !
 1985.2!                                 * +  !!          .0  .   .          !
 1985.3!                                +*    !!          .   0   .          !
 1985.4!                                +     !!          .  0.   .          !
 1986.1!                               + *    !!          .   . 0 .          !
 1986.2!                               *+     !!          .  0.   .          !
 1986.3!                             +        !!          .  0.   .          !
 1986.4!                           +       *  !!          .   .   .     0    !
 1987.1!                               *  +   !!          .0  .   .          !
 1987.2!                        *      +      !!     0    .   .   .          !
 1987.3!                        +  *          !!          .   .   0          !
 1987.4!                           + *        !!          .   . 0 .          !
 1988.1!                            +*        !!          .   .0  .          !
 1988.2!                           *+         !!          .  0.   .          !
 1988.3!                          * +         !!          . 0 .   .          !
 1988.4!                          + *         !!          .   .  0.          !
 1989.1!                            +*        !!          .   0   .          !
 1989.2!                             +        !!          .   0   .          !
 1989.3!                            *+        !!          .  0.   .          !
 1989.4!                            + *       !!          .   .   0          !
 1990.1!                             *+       !!          .  0.   .          !
 1990.2!                            *+        !!          .  0.   .          !
 1990.3!                            + *       !!          .   .  0.          !
 1990.4!                           * +        !!          .0  .   .          !
 1991.1!                          *+          !!          . 0 .   .          !
 1991.2!                         +*           !!          .   .0  .          !
 1991.3!                         +    *       !!          .   .   .  0       !
 1991.4!                             *+       !!          . 0 .   .          !
 1992.1!                          *  +        !!          0   .   .          !
 1992.2!                          + *         !!          .   .  0.          !
 1992.3!                            +         !!          .   0   .          !
 1992.4!                            +*        !!          .   . 0 .          !
 1993.1!                         *   +        !!        0 .   .   .          !
 1993.2!                         +    *       !!          .   .   .   0      !
 1993.3!                             *+       !!          .  0.   .          !
 1993.4!                             +        !!          .   0   .          !
 1994.1!                            + *       !!          .   .  0.          !
 1994.2!                            * +       !!          .0  .   .          !
 1994.3!                        *  +          !!          0   .   .          !
 1994.4!                        +   *         !!          .   .   .0         !
 1995.1!                          *+          !!          .  0.   .          !
 1995.2!                         +*           !!          .   .0  .          !
 1995.3!                         +*           !!          .   0   .          !
 1995.4!                         + *          !!          .   .  0.          !
 1996.1!                          +*          !!          .   .0  .          !
 1996.2!                          +           !!          .   0   .          !
 1996.3!                          +*          !!          .   . 0 .          !
 1996.4!                           + *        !!          .   .  0.          !
 1997.1!                         *   +        !!         0.   .   .          !
 1997.2!                         +  *         !!          .   .   0          !
 1997.3!                            +*        !!          .   . 0 .          !
 1997.4!                             +*       !!          .   . 0 .          !
 1998.1!                        *     +       !!      0   .   .   .          !
 1998.2!                        +          *  !!          .   .   .          0
 1998.3!                               *  +   !!          0   .   .          !
 1998.4!                               +      !!          .   0   .          !
 1999.1!                              +   *   !!          .   .   . 0        !
 1999.2!                               * +    !!          .0  .   .          !
 1999.3!                             * +      !!          . 0 .   .          !
 1999.4!                             +   *    !!          .   .   . 0        !
 2000.1!                                 +*   !!          .   . 0 .          !
 2000.2!                               *  +   !!          .0  .   .          !
 2000.3!                             * +      !!          .0  .   .          !
 2000.4!                             +  *     !!          .   .   0          !
 2001.1!                                +  *  !!          .   .   0          !
 2001.2!                              *   +   !!        0 .   .   .          !
 2001.3!                             *+       !!          . 0 .   .          !
 2001.4!                             +    *   !!          .   .   .  0       !
 2002.1!                                 +  * !!          .   .   0          !
 2002.2!                                    + !!          .   0   .          !
 2002.3!                                   +* !!          .   . 0 .          !
 2002.4!                                    + *!          .   .  0.          !
 2003.1!                               *     +!!      0   .   .   .          !
 2003.2!                               +      !!          .   0   .          !
 2003.3!                              + *     !!          .   . 0 .          !
 2003.4!                               + *    !!          .   . 0 .          !
 2004.1!                              * +     !!          .0  .   .          !
 2004.2!                             *+       !!          .  0.   .          !
 2004.3!                             +*       !!          .   .0  .          !
 2004.4!                             +*       !!          .   .0  .          !
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 2005.2!                             + *      !!          .   .  0.          !
 2005.3!                               +      !!          .   0   .          !
 2005.4!                               + *    !!          .   .  0.          !
 2006.1!                               *+     !!          .  0.   .          !
 2006.2!                               +      !!          .   0   .          !
 2006.3!                               +      !!          .   0   .          !
 2006.4!                              + *     !!          .   . 0 .          !
 2007.1!                               +  *   !!          .   .  0.          !
 2007.2!                                 +    !!          .  0.   .          !
 2007.3!                               *+     !!          . 0 .   .          !
 2007.4!                               +*     !!          .   . 0 .          !
 2008.1!                                +     !!          .   0   .          !
 2008.2!                               +      !!          .  0.   .          !
 2008.3!                           *  +       !!          0   .   .          !
 2008.4!                            +         !!          .   .0  .          !
 2009.1!                         *  +         !!          0   .   .          !
 2009.2!                         +            !!          .  0.   .          !
 2009.3!                        *+            !!          .  0.   .          !
 2009.4!                        +             !!          .  0.   .          !
 2010.1!                        +             !!          .   0   .          !
 2010.2!                         +*           !!          .   . 0 .          !
 2010.3!                         * +          !!          . 0 .   .          !
 2010.4!                         + *          !!          .   . 0 .          !
 2011.1!                         * +          !!          .0  .   .          !
 2011.2!                        *+            !!          .  0.   .          !
 2011.3!                        *+            !!          . 0 .   .          !
 2011.4!                        +             !!          .   0   .          !
 2012.1!                         +*           !!          .   .0  .          !
 2012.2!                       *  +           !!          0   .   .          !
 2012.3!                       *+             !!          .  0.   .          !
 2012.4!                        + *           !!          .   . 0 .          !


     24.47 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRSP=FRPX$/SPPMM;                                                      
 GENR LAAFRSP=LOG(AAFRSP+.00001);                                             
 GENR LAFRSP=LOG(AFRSP+.00001);                                               
 LHS AAFRSP=EXP(LAAFRSP)-.00001;                                              
  EQ 1202 LAAFRSP C LAFRSP(-1) PFRSP;                                         
EQUATION 919  LAAFRSP  
   RHS     C  LAFRSP(-1)  PFRSP  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  919 PLOT=0;END;                                                     

Equation number =  919
**********************

Dependent variable = LAAFRSP 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.123037373

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.081338165       0.041618779  -1.95436     1.000000
13166 LAFRSP  ( -1)       0.922564737       0.044761814  20.61053    -2.125862
13164 PFRSP   (  0)      -0.056500282       0.047584282  -1.18737     1.423960

SE of equation            =     0.081686890
Sum of squared residuals  =  1.23445839       0.293298719E-11
Average absolute error    =     0.055490541
Sum of ABS residuals      =  10.4322217    
R squared                 =   0.94747
Durbin-Watson statistic   =   2.45554
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!        *    +                        !!       0   .  .  .           !
 1966.2!         + *                          !!           .  .  .0          !
 1966.3!        *  +                          !!         0 .  .  .           !
 1966.4!       *+                             !!           . 0.  .           !
 1967.1!       + *                            !!           .  .  0           !
 1967.2!          +*                          !!           .  .0 .           !
 1967.3!         * +                          !!           0  .  .           !
 1967.4!      *  +                            !!         0 .  .  .           !
 1968.1!    * +                               !!           0  .  .           !
 1968.2*    +                                 !!       0   .  .  .           !
 1968.3!+                                     !!           .  .0 .           !
 1968.4! +   *                                !!           .  .  .  0        !
 1969.1!  *  +                                !!         0 .  .  .           !
 1969.2!  +                                   !!           .  0  .           !
 1969.3!  +                                   !!           .  0  .           !
 1969.4!   +                                  !!           . 0.  .           !
 1970.1!    +                                 !!           .  .0 .           !
 1970.2!    *+                                !!           . 0.  .           !
 1970.3!     + *                              !!           .  . 0.           !
 1970.4!       +                              !!           . 0.  .           !
 1971.1!       +  *                           !!           .  .  .0          !
 1971.2!        *  +                          !!          0.  .  .           !
 1971.3!         +*                           !!           .  . 0.           !
 1971.4!           + *                        !!           .  . 0.           !
 1972.1!        *    +                        !!      0    .  .  .           !
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 1972.3!        +                             !!           .  0  .           !
 1972.4!        +    *                        !!           .  .  .  0        !
 1973.1!             +*                       !!           .  0  .           !
 1973.2!              +                       !!           . 0.  .           !
 1973.3!         *    +                       !!       0   .  .  .           !
 1973.4!    *    +                            !!       0   .  .  .           !
 1974.1!    +          *                      !!           .  .  .           0
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 1974.3!          +                           !!           . 0.  .           !
 1974.4!         *+                           !!           .0 .  .           !
 1975.1!         + *                          !!           .  . 0.           !
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 1975.3!         * +                          !!           0  .  .           !
 1975.4!         +*                           !!           .  . 0.           !
 1976.1!       *   +                          !!         0 .  .  .           !
 1976.2!        +                             !!           .  .0 .           !
 1976.3!        *+                            !!           .0 .  .           !
 1976.4!        +  *                          !!           .  .  .0          !
 1977.1!           + *                        !!           .  . 0.           !
 1977.2!             +                        !!           .  0  .           !
 1977.3!            *+                        !!           .0 .  .           !
 1977.4!            +                         !!           . 0.  .           !
 1978.1!            +                         !!           .  .0 .           !
 1978.2!           *+                         !!           .0 .  .           !
 1978.3!          *+                          !!           .0 .  .           !
 1978.4!          +  *                        !!           .  .  . 0         !
 1979.1!             +   *                    !!           .  .  .  0        !
 1979.2!                *+                    !!           .0 .  .           !
 1979.3!                + *                   !!           .  .  0           !
 1979.4!                  +  *                !!           .  .  .0          !
 1980.1!                     +                !!           .  0  .           !
 1980.2!                   * +                !!           .0 .  .           !
 1980.3!                    +*                !!           .  . 0.           !
 1980.4!                     + *              !!           .  .  0           !
 1981.1!               *       +              !!   0       .  .  .           !
 1981.2!                +                     !!           .  .0 .           !
 1981.3!                +*                    !!           .  0  .           !
 1981.4!              *  +                    !!         0 .  .  .           !
 1982.1!              +  *                    !!           .  .  .0          !
 1982.2!                 +                    !!           . 0.  .           !
 1982.3!                 +*                   !!           .  .0 .           !
 1982.4!                  +                   !!           . 0.  .           !
 1983.1!                  +                   !!           . 0.  .           !
 1983.2!                 *+                   !!           . 0.  .           !
 1983.3!                  + *                 !!           .  .  0           !
 1983.4!            *       +                 !!  0        .  .  .           !
 1984.1!             +        *               !!           .  .  .         0 !
 1984.2!                       +              !!           .  0  .           !
 1984.3!                      *+              !!           .0 .  .           !
 1984.4!                      +   *           !!           .  .  .  0        !
 1985.1!                       *  +           !!         0 .  .  .           !
 1985.2!                     * +              !!           0  .  .           !
 1985.3!                     +   *            !!           .  .  .  0        !
 1985.4!                       * +            !!           0  .  .           !
 1986.1!                   *   +              !!        0  .  .  .           !
 1986.2!                  *+                  !!           .0 .  .           !
 1986.3!                  + *                 !!           .  .  .0          !
 1986.4!                    +       *         !!           .  .  .        0  !
 1987.1!                          * +         !!           0  .  .           !
 1987.2!                         *+           !!           .0 .  .           !
 1987.3!                         + *          !!           .  .  0           !
 1987.4!                          +  *        !!           .  .  .0          !
 1988.1!                          *  +        !!           0  .  .           !
 1988.2!                          +*          !!           .  0  .           !
 1988.3!                         * +          !!           .0 .  .           !
 1988.4!                        *+            !!           .0 .  .           !
 1989.1!                        +*            !!           .  . 0.           !
 1989.2!                         +            !!           .  0  .           !
 1989.3!                         +            !!           . 0.  .           !
 1989.4!                         +            !!           .  0  .           !
 1990.1!                         +*           !!           .  . 0.           !
 1990.2!                          +           !!           .  0  .           !
 1990.3!                          +   *       !!           .  .  . 0         !
 1990.4!                           * +        !!          0.  .  .           !
 1991.1!                        *  +          !!          0.  .  .           !
 1991.2!                        +*            !!           .  0  .           !
 1991.3!                        +      *      !!           .  .  .      0    !
 1991.4!                               +*     !!           .  . 0.           !
 1992.1!                              * +     !!           0  .  .           !
 1992.2!                             *+       !!           . 0.  .           !
 1992.3!                             +        !!           .  .0 .           !
 1992.4!                             +        !!           .  0  .           !
 1993.1!                             +*       !!           .  . 0.           !
 1993.2!                             +*       !!           .  .0 .           !
 1993.3!                              +  *    !!           .  .  .0          !
 1993.4!                               * +    !!           0  .  .           !
 1994.1!                              +*      !!           .  . 0.           !
 1994.2!                               +*     !!           .  .0 .           !
 1994.3!                                +     !!           .  .0 .           !
 1994.4!                                +     !!           .  .0 .           !
 1995.1!                               *+     !!           .0 .  .           !
 1995.2!                               +*     !!           .  .0 .           !
 1995.3!                               +*     !!           .  0  .           !
 1995.4!                               +*     !!           .  . 0.           !
 1996.1!                                +*    !!           .  .0 .           !
 1996.2!                                +     !!           .  0  .           !
 1996.3!                                +*    !!           .  . 0.           !
 1996.4!                                 +    !!           .  .0 .           !
 1997.1!                                 +    !!           .  .0 .           !
 1997.2!                                 +    !!           .  0  .           !
 1997.3!                                 +    !!           .  0  .           !
 1997.4!                                +  *  !!           .  .  0           !
 1998.1!                                  +   !!           .  0  .           !
 1998.2!                                 +*   !!           .  .0 .           !
 1998.3!                                 +*   !!           .  0  .           !
 1998.4!                                 + *  !!           .  .  0           !
 1999.1!                                  *+  !!           . 0.  .           !
 1999.2!                                  +*  !!           .  . 0.           !
 1999.3!                                  + * !!           .  .  0           !
 1999.4!                                   *+ !!           . 0.  .           !
 2000.1!                                   +* !!           .  . 0.           !
 2000.2!                                    + *!           .  .  0           !
 2000.3!                                     +*!           .  .0 .           !
 2000.4!                                     +*!           .  0  .           !
 2001.1!                                     +!!           .  .0 .           !
 2001.2!                                    *+!!           . 0.  .           !
 2001.3!                                    +*!!           .  . 0.           !
 2001.4!                                    + !!           . 0.  .           !
 2002.1!                                   +* !!           .  .0 .           !
 2002.2!                                   + *!!           .  . 0.           !
 2002.3!                                   *+ !!           .0 .  .           !
 2002.4!                                   +  !!           .  .0 .           !
 2003.1!                                   +  !!           .  0  .           !
 2003.2!                                  +   !!           .  0  .           !
 2003.3!                                  +   !!           .  0  .           !
 2003.4!                                  +   !!           .  .0 .           !
 2004.1!                                * +   !!           0  .  .           !
 2004.2!                                +*    !!           .  .0 .           !
 2004.3!                                 +    !!           .  0  .           !
 2004.4!                                +*    !!           .  .0 .           !
 2005.1!                                *+    !!           .0 .  .           !
 2005.2!                               *+     !!           .  0  .           !
 2005.3!                               +      !!           . 0.  .           !
 2005.4!                               +      !!           .  .0 .           !
 2006.1!                               +      !!           .  0  .           !
 2006.2!                              *+      !!           .0 .  .           !
 2006.3!                              +       !!           . 0.  .           !
 2006.4!                              +       !!           .  0  .           !
 2007.1!                             *+       !!           . 0.  .           !
 2007.2!                            *+        !!           .0 .  .           !
 2007.3!                            +         !!           .  .0 .           !
 2007.4!                            *+        !!           . 0.  .           !
 2008.1!                           *+         !!           .0 .  .           !
 2008.2!                         * +          !!           0  .  .           !
 2008.3!                          +*          !!           .  . 0.           !
 2008.4!                         * +          !!           .0 .  .           !
 2009.1!                         *+           !!           . 0.  .           !
 2009.2!                          +*          !!           .  . 0.           !
 2009.3!                           +*         !!           .  .0 .           !
 2009.4!                            +         !!           .  0  .           !
 2010.1!                           *+         !!           .0 .  .           !
 2010.2!                           +*         !!           .  .0 .           !
 2010.3!                           *+         !!           .0 .  .           !
 2010.4!                          *+          !!           . 0.  .           !
 2011.1!                           +*         !!           .  . 0.           !
 2011.2!                           *+         !!           .0 .  .           !
 2011.3!                           +          !!           . 0.  .           !
 2011.4!                           +*         !!           .  . 0.           !
 2012.1!                             +        !!           .  0  .           !
 2012.2!                            *+        !!           .0 .  .           !
 2012.3!                            +         !!           .  0  .           !
 2012.4!                            +         !!           .  .0 .           !


     20.21 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGESP=GEPX$/SPPMM;                                                      
 GENR LAAGESP=LOG(AAGESP+.00001);                                             
 GENR LAGESP=LOG(AGESP+.00001);                                               
 LHS AAGESP=EXP(LAAGESP)-.00001;                                              
  EQ 1203 LAAGESP C LAGESP(-1) PGESP;                                         
EQUATION 920  LAAGESP  
   RHS     C  LAGESP(-1)  PGESP  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  920 PLOT=0;END;                                                     

Equation number =  920
**********************

Dependent variable = LAAGESP 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -1.888841894

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.223709273       0.063925353  -3.49954     1.000000
13169 LAGESP  ( -1)       0.826097552       0.054873584  15.05456    -1.888214
13167 PGESP   (  0)      -0.088860563       0.061338635  -1.44869     1.184823

SE of equation            =     0.073851765
Sum of squared residuals  =  1.00900540       0.115218945E-11
Average absolute error    =     0.052383811
Sum of ABS residuals      =  9.84815639    
R squared                 =   0.79401
Durbin-Watson statistic   =   2.62692
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                      *+              !!           . 0.  .           !
 1966.2!                  *   +               !!           0  .  .           !
 1966.3!                   +   *              !!           .  .  .0          !
 1966.4!                     *+               !!           .  0  .           !
 1967.1!                     +*               !!           .  .0 .           !
 1967.2!                    * +               !!           .0 .  .           !
 1967.3!                   *+                 !!           . 0.  .           !
 1967.4!                *  +                  !!           0  .  .           !
 1968.1!             *   +                    !!           0  .  .           !
 1968.2!          *   +                       !!           0  .  .           !
 1968.3!            +   *                     !!           .  .  .0          !
 1968.4!                + *                   !!           .  . 0.           !
 1969.1!            *     +                   !!        0  .  .  .           !
 1969.2!            +*                        !!           .  .0 .           !
 1969.3!              +                       !!           .  0  .           !
 1969.4!            * +                       !!           .0 .  .           !
 1970.1!           *+                         !!           . 0.  .           !
 1970.2!            +                         !!           . 0.  .           !
 1970.3!            +*                        !!           .  0  .           !
 1970.4!       *     +                        !!        0  .  .  .           !
 1971.1!        +      *                      !!           .  .  .  0        !
 1971.2!            *  +                      !!           0  .  .           !
 1971.3!             + *                      !!           .  .0 .           !
 1971.4!              *+                      !!           .0 .  .           !
 1972.1!           *  +                       !!           0  .  .           !
 1972.2!            +                         !!           .  .0 .           !
 1972.3!             +*                       !!           .  .0 .           !
 1972.4!              +*                      !!           .  .0 .           !
 1973.1!               +   *                  !!           .  .  .0          !
 1973.2!              *    +                  !!         0 .  .  .           !
 1973.3!           *  +                       !!           0  .  .           !
 1973.4*           +                          !!   0       .  .  .           !
 1974.1!+               *                     !!           .  .  .          0!
 1974.2!          *    +                      !!         0 .  .  .           !
 1974.3!         *+                           !!           . 0.  .           !
 1974.4!      *   +                           !!          0.  .  .           !
 1975.1!     * +                              !!           . 0.  .           !
 1975.2!       + *                            !!           .  . 0.           !
 1975.3!        * +                           !!           0  .  .           !
 1975.4!        *+                            !!           . 0.  .           !
 1976.1!         *+                           !!           . 0.  .           !
 1976.2!      *  +                            !!           0  .  .           !
 1976.3!       +                              !!           .  0  .           !
 1976.4!        +                             !!           .  0  .           !
 1977.1!         +*                           !!           .  .0 .           !
 1977.2!         * +                          !!           . 0.  .           !
 1977.3!      *   +                           !!          0.  .  .           !
 1977.4!       +                              !!           .  0  .           !
 1978.1!     * +                              !!           0  .  .           !
 1978.2! *    +                               !!         0 .  .  .           !
 1978.3!  *+                                  !!           .  0  .           !
 1978.4!   *+                                 !!           .  0  .           !
 1979.1!     +  *                             !!           .  .  .0          !
 1979.2!        * +                           !!           . 0.  .           !
 1979.3!          + *                         !!           .  . 0.           !
 1979.4!            *+                        !!           . 0.  .           !
 1980.1!             +  *                     !!           .  .  0           !
 1980.2!             *   +                    !!          0.  .  .           !
 1980.3!               +*                     !!           .  . 0.           !
 1980.4!                *+                    !!           .0 .  .           !
 1981.1!        *        +                    !!     0     .  .  .           !
 1981.2!       *  +                           !!           .0 .  .           !
 1981.3!         +   *                        !!           .  .  0           !
 1981.4!             *+                       !!           . 0.  .           !
 1982.1!              +*                      !!           .  .0 .           !
 1982.2!                +   *                 !!           .  .  .0          !
 1982.3!                  * +                 !!           .0 .  .           !
 1982.4!                *  +                  !!           0  .  .           !
 1983.1!                 +                    !!           .  0  .           !
 1983.2!                 +                    !!           .  0  .           !
 1983.3!                  +  *                !!           .  .  0           !
 1983.4!                   *  +               !!           .0 .  .           !
 1984.1!                    + *               !!           .  . 0.           !
 1984.2!                     *+               !!           . 0.  .           !
 1984.3!                      +   *           !!           .  .  .0          !
 1984.4!                          +           !!           .  .0 .           !
 1985.1!                          +           !!           .  0  .           !
 1985.2!                       * +            !!           .0 .  .           !
 1985.3!                       +   *          !!           .  .  .0          !
 1985.4!                    *     +           !!        0  .  .  .           !
 1986.1!                    +      *          !!           .  .  .  0        !
 1986.2!                     *   +            !!          0.  .  .           !
 1986.3!                    +  *              !!           .  .  0           !
 1986.4!                      +   *           !!           .  .  .0          !
 1987.1!                         + *          !!           .  . 0.           !
 1987.2!                          +           !!           .  0  .           !
 1987.3!                         +   *        !!           .  .  .0          !
 1987.4!                         * +          !!           .0 .  .           !
 1988.1!                        + *           !!           .  . 0.           !
 1988.2!                         + *          !!           .  .0 .           !
 1988.3!                          + *         !!           .  . 0.           !
 1988.4!                           +          !!           .  .0 .           !
 1989.1!                          +  *        !!           .  .  0           !
 1989.2!                            +         !!           .  .0 .           !
 1989.3!                           +  *       !!           .  .  0           !
 1989.4!                           *+         !!           .0 .  .           !
 1990.1!                         + *          !!           .  .0 .           !
 1990.2!                        * +           !!           . 0.  .           !
 1990.3!                        +      *      !!           .  .  .   0       !
 1990.4!                         *   +        !!          0.  .  .           !
 1991.1!                        +             !!           .  0  .           !
 1991.2!                       +              !!           .  0  .           !
 1991.3!                      +               *!           .  .  .           0
 1991.4!                                 * +  !!           0  .  .           !
 1992.1!                             * +      !!           .0 .  .           !
 1992.2!                           +*         !!           .  0  .           !
 1992.3!                          +  *        !!           .  .  0           !
 1992.4!                       *   +          !!          0.  .  .           !
 1993.1!                    * +               !!           .0 .  .           !
 1993.2!                    +*                !!           .  0  .           !
 1993.3!                  *  +                !!           .0 .  .           !
 1993.4!                   +*                 !!           .  .0 .           !
 1994.1!                   *+                 !!           . 0.  .           !
 1994.2!                   +*                 !!           .  .0 .           !
 1994.3!                *   +                 !!          0.  .  .           !
 1994.4!                +  *                  !!           .  . 0.           !
 1995.1!                 * +                  !!           .0 .  .           !
 1995.2!                 + *                  !!           .  . 0.           !
 1995.3!                  *+                  !!           . 0.  .           !
 1995.4!              *   +                   !!           0  .  .           !
 1996.1!               + *                    !!           .  . 0.           !
 1996.2!                  +                   !!           .  0  .           !
 1996.3!                  +  *                !!           .  .  0           !
 1996.4!                     +                !!           .  0  .           !
 1997.1!                     +*               !!           .  .0 .           !
 1997.2!                     *+               !!           . 0.  .           !
 1997.3!                     +  *             !!           .  .  0           !
 1997.4!                   *   +              !!          0.  .  .           !
 1998.1!                   +   *              !!           .  .  0           !
 1998.2!                      +               !!           . 0.  .           !
 1998.3!                     +  *             !!           .  .  0           !
 1998.4!                   *    +             !!          0.  .  .           !
 1999.1!                   +*                 !!           .  .0 .           !
 1999.2!                    +  *              !!           .  .  0           !
 1999.3!                       + *            !!           .  . 0.           !
 1999.4!                      * +             !!           .0 .  .           !
 2000.1!                      +  *            !!           .  . 0.           !
 2000.2!                 *      +             !!       0   .  .  .           !
 2000.3!                  +      *            !!           .  .  .  0        !
 2000.4!                        +*            !!           .  .0 .           !
 2001.1!                         +*           !!           .  .0 .           !
 2001.2!                         + *          !!           .  . 0.           !
 2001.3!                          +  *        !!           .  . 0.           !
 2001.4!                         *  +         !!           .0 .  .           !
 2002.1!                        + *           !!           .  .0 .           !
 2002.2!                         +   *        !!           .  .  .0          !
 2002.3!                           *+         !!           . 0.  .           !
 2002.4!                          +*          !!           .  0  .           !
 2003.1!                         *+           !!           . 0.  .           !
 2003.2!                        + *           !!           .  . 0.           !
 2003.3!                         + *          !!           .  . 0.           !
 2003.4!                          +           !!           .  0  .           !
 2004.1!                         + *          !!           .  . 0.           !
 2004.2!                          +  *        !!           .  .  0           !
 2004.3!                            +         !!           .  0  .           !
 2004.4!                          *+          !!           . 0.  .           !
 2005.1!                         +  *         !!           .  . 0.           !
 2005.2!                           +*         !!           .  .0 .           !
 2005.3!                           +*         !!           .  .0 .           !
 2005.4!                           +          !!           .  0  .           !
 2006.1!                         * +          !!           . 0.  .           !
 2006.2!                       * +            !!           . 0.  .           !
 2006.3!                       +   *          !!           .  .  .0          !
 2006.4!                          +           !!           .  0  .           !
 2007.1!                         +   *        !!           .  .  0           !
 2007.2!                            +         !!           .  0  .           !
 2007.3!                           +  *       !!           .  .  0           !
 2007.4!                            *+        !!           .  0  .           !
 2008.1!                           +*         !!           .  0  .           !
 2008.2!                          *+          !!           .  0  .           !
 2008.3!                          +           !!           .  0  .           !
 2008.4!                       * +            !!           0  .  .           !
 2009.1!                      + *             !!           .  .0 .           !
 2009.2!                       +              !!           . 0.  .           !
 2009.3!                      + *             !!           .  .0 .           !
 2009.4!                       +              !!           . 0.  .           !
 2010.1!                       +*             !!           .  .0 .           !
 2010.2!                        +             !!           .  0  .           !
 2010.3!                      * +             !!           .0 .  .           !
 2010.4!                     *+               !!           . 0.  .           !
 2011.1!                     + *              !!           .  . 0.           !
 2011.2!                     * +              !!           . 0.  .           !
 2011.3!                      +               !!           .  0  .           !
 2011.4!                    * +               !!           .0 .  .           !
 2012.1!                     +                !!           .  0  .           !
 2012.2!                   * +                !!           .0 .  .           !
 2012.3!                   *+                 !!           .  0  .           !
 2012.4!                  * +                 !!           .0 .  .           !


     22.34 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITSP=ITPX$/SPPMM;                                                      
 GENR LAAITSP=LOG(AAITSP+.00001);                                             
 GENR LAITSP=LOG(AITSP+.00001);                                               
 LHS AAITSP=EXP(LAAITSP)-.00001;                                              
  EQ 1204 LAAITSP C LAITSP(-1) PITSP;                                         
EQUATION 921  LAAITSP  
   RHS     C  LAITSP(-1)  PITSP  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  921 PLOT=0;END;                                                     

Equation number =  921
**********************

Dependent variable = LAAITSP 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.413065646

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.131532668       0.078776214  -1.66970     1.000000
13172 LAITSP  ( -1)       0.920317243       0.030581855  30.09357    -2.413461
13170 PITSP   (  0)      -0.058667773       0.078636837  -0.74606     1.029234

SE of equation            =     0.091976303
Sum of squared residuals  =  1.56503345      -0.915667542E-11
Average absolute error    =     0.067416806
Sum of ABS residuals      =  12.6743595    
R squared                 =   0.86825
Durbin-Watson statistic   =   2.61635
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!        *         +                   !!    0     .   .   .          !
 1966.2!         +                            !!          .   0   .          !
 1966.3!       *  +                           !!          .0  .   .          !
 1966.4!        +  *                          !!          .   .   0          !
 1967.1!           +   *                      !!          .   .   0          !
 1967.2!           *   +                      !!         0.   .   .          !
 1967.3!      *    +                          !!        0 .   .   .          !
 1967.4!       +      *                       !!          .   .   .  0       !
 1968.1!        *     +                       !!        0 .   .   .          !
 1968.2!         + *                          !!          .   . 0 .          !
 1968.3!      *     +                         !!        0 .   .   .          !
 1968.4!       +    *                         !!          .   .   . 0        !
 1969.1!   *         +                        !!    0     .   .   .          !
 1969.2!    + *                               !!          .   . 0 .          !
 1969.3!     * +                              !!          . 0 .   .          !
 1969.4! *    +                               !!         0.   .   .          !
 1970.1!  +                                   !!          .   0   .          !
 1970.2*   +                                  !!          0   .   .          !
 1970.3!*+                                    !!          .  0.   .          !
 1970.4! +  *                                 !!          .   .  0.          !
 1971.1!    *+                                !!          .  0.   .          !
 1971.2!    * +                               !!          . 0 .   .          !
 1971.3!     +  *                             !!          .   . 0 .          !
 1971.4!         +  *                         !!          .   .   0          !
 1972.1!             +*                       !!          .   .0  .          !
 1972.2!           *  +                       !!          .0  .   .          !
 1972.3!            + *                       !!          .   . 0 .          !
 1972.4!              +  *                    !!          .   .  0.          !
 1973.1!           *     +                    !!        0 .   .   .          !
 1973.2!            +  *                      !!          .   . 0 .          !
 1973.3!            *  +                      !!          .0  .   .          !
 1973.4!        *    +                        !!         0.   .   .          !
 1974.1!        +         *                   !!          .   .   .      0   !
 1974.2!      *           +                   !! 0        .   .   .          !
 1974.3!       +  *                           !!          .   .  0.          !
 1974.4!       *  +                           !!          0   .   .          !
 1975.1!     * +                              !!          . 0 .   .          !
 1975.2!      + *                             !!          .   . 0 .          !
 1975.3!       * +                            !!          . 0 .   .          !
 1975.4!        +     *                       !!          .   .   . 0        !
 1976.1!          *   +                       !!          0   .   .          !
 1976.2!       *   +                          !!          0   .   .          !
 1976.3!    *   +                             !!          0   .   .          !
 1976.4!     +   *                            !!          .   .   0          !
 1977.1!          + *                         !!          .   .  0.          !
 1977.2!            *+                        !!          .   0   .          !
 1977.3!      *      +                        !!      0   .   .   .          !
 1977.4!       +     *                        !!          .   .   . 0        !
 1978.1!       *     +                        !!        0 .   .   .          !
 1978.2!        +                             !!          .   0   .          !
 1978.3*         +                            !!    0     .   .   .          !
 1978.4!+             *                       !!          .   .   .          0
 1979.1!              +*                      !!          .   .0  .          !
 1979.2!               +        *             !!          .   .   .    0     !
 1979.3!                  *    +              !!        0 .   .   .          !
 1979.4!                  +     *             !!          .   .   .  0       !
 1980.1!                        +*            !!          .   .0  .          !
 1980.2!                  *      +            !!       0  .   .   .          !
 1980.3!                 *+                   !!          . 0 .   .          !
 1980.4!                 +  *                 !!          .   .  0.          !
 1981.1!      *             +                 !0          .   .   .          !
 1981.2! *     +                              !!       0  .   .   .          !
 1981.3!  + *                                 !!          .   . 0 .          !
 1981.4!   * +                                !!          . 0 .   .          !
 1982.1!    +      *                          !!          .   .   .  0       !
 1982.2!         * +                          !!          . 0 .   .          !
 1982.3!          +*                          !!          .   .0  .          !
 1982.4!      *     +                         !!        0 .   .   .          !
 1983.1!       +                              !!          .   0   .          !
 1983.2!         +                            !!          .   0   .          !
 1983.3!          +*                          !!          .   .0  .          !
 1983.4!         *  +                         !!          .0  .   .          !
 1984.1!          +                           !!          .  0.   .          !
 1984.2!      *    +                          !!        0 .   .   .          !
 1984.3!       +                              !!          .   0   .          !
 1984.4!         +*                           !!          .   .0  .          !
 1985.1!           +                          !!          .   0   .          !
 1985.2!          * +                         !!          . 0 .   .          !
 1985.3!        *  +                          !!          .0  .   .          !
 1985.4!          +  *                        !!          .   .  0.          !
 1986.1!              +    *                  !!          .   .   .0         !
 1986.2!                *  +                  !!          .0  .   .          !
 1986.3!                +*                    !!          .   .0  .          !
 1986.4!               * +                    !!          . 0 .   .          !
 1987.1!                +           *         !!          .   .   .       0  !
 1987.2!                          *+          !!          .  0.   .          !
 1987.3!                          + *         !!          .   .  0.          !
 1987.4!                            +   *     !!          .   .   .0         !
 1988.1!                            *   +     !!          0   .   .          !
 1988.2!                            +    *    !!          .   .   . 0        !
 1988.3!                             *  +     !!          0   .   .          !
 1988.4!                             +     *  !!          .   .   .  0       !
 1989.1!                               *  +   !!          .0  .   .          !
 1989.2!                               +  *   !!          .   .   0          !
 1989.3!                                 +*   !!          .   .0  .          !
 1989.4!                                 +  * !!          .   .   0          !
 1990.1!                                   +* !!          .   0   .          !
 1990.2!                                   +  !!          .   .0  .          !
 1990.3!                                  +   !!          .   0   .          !
 1990.4!                                 +  * !!          .   .  0.          !
 1991.1!                            *     +   !!       0  .   .   .          !
 1991.2!                          *+          !!          .  0.   .          !
 1991.3!                         +        *   !!          .   .   .    0     !
 1991.4!                                 +   *!!          .   .   .0         !
 1992.1!                               *    + !!        0 .   .   .          !
 1992.2!                              +       !!          .   0   .          !
 1992.3!                              +       !!          .   0   .          !
 1992.4!                             +*       !!          .   .0  .          !
 1993.1!                              +  *    !!          .   .   0          !
 1993.2!                                 +    !!          .   0   .          !
 1993.3!                                +*    !!          .   .0  .          !
 1993.4!                                +     *!          .   .   . 0        !
 1994.1!                                     +!!          .   0   .          !
 1994.2!                                  * + !!          . 0 .   .          !
 1994.3!                                 + *  !!          .   . 0 .          !
 1994.4!                                  +  *!!          .   .  0.          !
 1995.1!                                   * +!!          . 0 .   .          !
 1995.2!                                  +   *!          .   .   0          !
 1995.3!                                    *+!!          .  0.   .          !
 1995.4!                                   + *!!          .   . 0 .          !
 1996.1!                                  * + !!          .  0.   .          !
 1996.2!                                 + *  !!          .   .0  .          !
 1996.3!                                 *+   !!          .  0.   .          !
 1996.4!                                +  *  !!          .   .  0.          !
 1997.1!                               *  +   !!          .0  .   .          !
 1997.2!                              + *     !!          .   .0  .          !
 1997.3!                               +*     !!          .   .0  .          !
 1997.4!                               + *    !!          .   . 0 .          !
 1998.1!                               *+     !!          .  0.   .          !
 1998.2!                              + *     !!          .   . 0 .          !
 1998.3!                             * +      !!          . 0 .   .          !
 1998.4!                            + *       !!          .   . 0 .          !
 1999.1!                             +  *     !!          .   .  0.          !
 1999.2!                             * +      !!          . 0 .   .          !
 1999.3!                           * +        !!          . 0 .   .          !
 1999.4!                           +    *     !!          .   .   .0         !
 2000.1!                          *    +      !!        0 .   .   .          !
 2000.2!                         +   *        !!          .   .   0          !
 2000.3!                            +*        !!          .   .0  .          !
 2000.4!                            +  *      !!          .   .  0.          !
 2001.1!                             *+       !!          .  0.   .          !
 2001.2!                             +*       !!          .   . 0 .          !
 2001.3!                           *  +       !!          .0  .   .          !
 2001.4!                           +*         !!          .   .0  .          !
 2002.1!                           +          !!          .   0   .          !
 2002.2!                           +          !!          .   .0  .          !
 2002.3!                           +          !!          .   0   .          !
 2002.4!                          + *         !!          .   . 0 .          !
 2003.1!                           +  *       !!          .   .  0.          !
 2003.2!                          *  +        !!          .0  .   .          !
 2003.3!                        * +           !!          .  0.   .          !
 2003.4!                        +     *       !!          .   .   .  0       !
 2004.1!                             +        !!          .  0.   .          !
 2004.2!                           *+         !!          .  0.   .          !
 2004.3!                         * +          !!          . 0 .   .          !
 2004.4!                        + *           !!          .   . 0 .          !
 2005.1!                         + *          !!          .   .0  .          !
 2005.2!                         *+           !!          .  0.   .          !
 2005.3!                        *+            !!          .  0.   .          !
 2005.4!                       +*             !!          .   .0  .          !
 2006.1!                       *+             !!          .  0.   .          !
 2006.2!                       +              !!          .   0   .          !
 2006.3!                       +*             !!          .   .0  .          !
 2006.4!                       + *            !!          .   . 0 .          !
 2007.1!                        + *           !!          .   . 0 .          !
 2007.2!                         +            !!          .  0.   .          !
 2007.3!                       *+             !!          .  0.   .          !
 2007.4!                      +*              !!          .   .0  .          !
 2008.1!                   *  +               !!          .0  .   .          !
 2008.2!                   +*                 !!          .   .0  .          !
 2008.3!                 *  +                 !!          . 0 .   .          !
 2008.4!                 +*                   !!          .   .0  .          !
 2009.1!              *   +                   !!          0   .   .          !
 2009.2!              +                       !!          .   0   .          !
 2009.3!             *+                       !!          .   0   .          !
 2009.4!             +  *                     !!          .   .  0.          !
 2010.1!                +                     !!          .   0   .          !
 2010.2!                +                     !!          .   0   .          !
 2010.3!             *  +                     !!          . 0 .   .          !
 2010.4!              +  *                    !!          .   .   0          !
 2011.1!                 + *                  !!          .   . 0 .          !
 2011.2!                   + *                !!          .   . 0 .          !
 2011.3!                   * +                !!          . 0 .   .          !
 2011.4!                   +  *               !!          .   .  0.          !
 2012.1!                     *+               !!          .  0.   .          !
 2012.2!                  *  +                !!          .0  .   .          !
 2012.3!                 *+                   !!          .  0.   .          !
 2012.4!                 +   *                !!          .   .  0.          !


     24.47 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNESP=NEPX$/SPPMM;                                                      
 GENR LAANESP=LOG(AANESP+.00001);                                             
 GENR LANESP=LOG(ANESP+.00001);                                               
 LHS AANESP=EXP(LAANESP)-.00001;                                              
  EQ 1205 LAANESP C LANESP(-1) PNESP;                                         
EQUATION 922  LAANESP  
   RHS     C  LANESP(-1)  PNESP  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  922 PLOT=0;END;                                                     

Equation number =  922
**********************

Dependent variable = LAANESP 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.351055783

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.152046864       0.072423811  -2.09940     1.000000
13175 LANESP  ( -1)       0.915216438       0.038166888  23.97933    -3.355964
13173 PNESP   (  0)      -0.093925393       0.056674437  -1.65728     1.358262

SE of equation            =     0.100301031
Sum of squared residuals  =  1.86115493      -0.353939100E-10
Average absolute error    =     0.071820810
Sum of ABS residuals      =  13.5023123    
R squared                 =   0.93464
Durbin-Watson statistic   =   2.46337
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!        *+                            !!          . 0 .   .          !
 1966.2!       *+                             !!          . 0 .   .          !
 1966.3!   *   +                              !!        0 .   .   .          !
 1966.4!*   +                                 !!       0  .   .   .          !
 1967.1!+          *                          !!          .   .   .          0
 1967.2!        *  +                          !!         0.   .   .          !
 1967.3!        +                             !!          .   0   .          !
 1967.4!       * +                            !!          . 0 .   .          !
 1968.1!        +*                            !!          .   .  0.          !
 1968.2!   *      +                           !!     0    .   .   .          !
 1968.3!    +*                                !!          .   . 0 .          !
 1968.4!  *  +                                !!         0.   .   .          !
 1969.1*   +                                  !!         0.   .   .          !
 1969.2!+  *                                  !!          .   .   .0         !
 1969.3! *  +                                 !!          0   .   .          !
 1969.4!  +*                                  !!          .   . 0 .          !
 1970.1! *  +                                 !!          0   .   .          !
 1970.2!  +    *                              !!          .   .   .  0       !
 1970.3!       +                              !!          .   0   .          !
 1970.4!     *  +                             !!          0   .   .          !
 1971.1!      +  *                            !!          .   .   0          !
 1971.2!      *  +                            !!          0   .   .          !
 1971.3!       +  *                           !!          .   .   0          !
 1971.4!          + *                         !!          .   .  0.          !
 1972.1!        *   +                         !!        0 .   .   .          !
 1972.2!        +                             !!          .   0   .          !
 1972.3!        *+                            !!          .  0.   .          !
 1972.4!        + *                           !!          .   . 0 .          !
 1973.1!          +         *                 !!          .   .   .         0!
 1973.2!                 *  +                 !!         0.   .   .          !
 1973.3!             *   +                    !!          0   .   .          !
 1973.4!   *         +                        !!0         .   .   .          !
 1974.1!   +        *                         !!          .   .   .         0!
 1974.2!            +                         !!          .  0.   .          !
 1974.3!        *  +                          !!         0.   .   .          !
 1974.4!       +*                             !!          .   .0  .          !
 1975.1!      *+                              !!          .0  .   .          !
 1975.2!      +      *                        !!          .   .   .      0   !
 1975.3!          *  +                        !!          0   .   .          !
 1975.4!         *+                           !!          . 0 .   .          !
 1976.1!      *  +                            !!         0.   .   .          !
 1976.2!     *+                               !!          . 0 .   .          !
 1976.3!     + *                              !!          .   .  0.          !
 1976.4!       +   *                          !!          .   .   . 0        !
 1977.1!           + *                        !!          .   .  0.          !
 1977.2!          * +                         !!          .0  .   .          !
 1977.3!          +*                          !!          .   .0  .          !
 1977.4!          +*                          !!          .   .0  .          !
 1978.1!          +  *                        !!          .   .  0.          !
 1978.2!       *    +                         !!      0   .   .   .          !
 1978.3!       +    *                         !!          .   .   .   0      !
 1978.4!           +                          !!          .  0.   .          !
 1979.1!          +     *                     !!          .   .   .  0       !
 1979.2!               + *                    !!          .   . 0 .          !
 1979.3!                *+                    !!          . 0 .   .          !
 1979.4!           *   +                      !!        0 .   .   .          !
 1980.1!           +   *                      !!          .   .   .0         !
 1980.2!              *+                      !!          .  0.   .          !
 1980.3!           *  +                       !!          0   .   .          !
 1980.4!        *   +                         !!        0 .   .   .          !
 1981.1!     *   +                            !!         0.   .   .          !
 1981.2!  *   +                               !!         0.   .   .          !
 1981.3!  *+                                  !!          .  0.   .          !
 1981.4*   +                                  !!        0 .   .   .          !
 1982.1!+ *                                   !!          .   .   0          !
 1982.2!   +*                                 !!          .   .0  .          !
 1982.3!     +*                               !!          .   . 0 .          !
 1982.4!     * +                              !!          0   .   .          !
 1983.1!     +                                !!          .  0.   .          !
 1983.2!    *+                                !!          . 0 .   .          !
 1983.3!     + *                              !!          .   .  0.          !
 1983.4!       *+                             !!          .  0.   .          !
 1984.1!       *+                             !!          .  0.   .          !
 1984.2!       *+                             !!          .  0.   .          !
 1984.3!        +                             !!          .  0.   .          !
 1984.4!         +*                           !!          .   . 0 .          !
 1985.1!           +                          !!          .   .0  .          !
 1985.2!            +                         !!          .  0.   .          !
 1985.3!         *  +                         !!          0   .   .          !
 1985.4!       *  +                           !!          0   .   .          !
 1986.1!        + *                           !!          .   .   0          !
 1986.2!           +                          !!          .   0   .          !
 1986.3!           +*                         !!          .   . 0 .          !
 1986.4!             + *                      !!          .   .   0          !
 1987.1!               *+                     !!          .   0   .          !
 1987.2!               *+                     !!          . 0 .   .          !
 1987.3!               +*                     !!          .   .0  .          !
 1987.4!              * +                     !!          0   .   .          !
 1988.1!              + *                     !!          .   .  0.          !
 1988.2!                *+                    !!          .  0.   .          !
 1988.3!                 +                    !!          .   0   .          !
 1988.4!                 *+                   !!          .   0   .          !
 1989.1!                  +  *                !!          .   .   0          !
 1989.2!                   * +                !!          .0  .   .          !
 1989.3!                   +                  !!          .   .0  .          !
 1989.4!                  * +                 !!          . 0 .   .          !
 1990.1!                   + *                !!          .   .   0          !
 1990.2!                    *+                !!          .0  .   .          !
 1990.3!                    + *               !!          .   .  0.          !
 1990.4!                 *    +               !!      0   .   .   .          !
 1991.1!                *+                    !!          . 0 .   .          !
 1991.2!                +                     !!          .  0.   .          !
 1991.3!                +     *               !!          .   .   .    0     !
 1991.4!                    *  +              !!          .0  .   .          !
 1992.1!                  *  +                !!          0   .   .          !
 1992.2!                   +                  !!          .   .0  .          !
 1992.3!                   *+                 !!          .  0.   .          !
 1992.4!                  * +                 !!          . 0 .   .          !
 1993.1!                  +*                  !!          .   .0  .          !
 1993.2!                    +  *              !!          .   .   .0         !
 1993.3!                       +*             !!          .   .0  .          !
 1993.4!                     *  +             !!         0.   .   .          !
 1994.1!                     +  *             !!          .   .   0          !
 1994.2!                  *     +             !!     0    .   .   .          !
 1994.3!                  *+                  !!          .  0.   .          !
 1994.4!                  +                   !!          .  0.   .          !
 1995.1!                  +                   !!          .   0   .          !
 1995.2!                   +*                 !!          .   . 0 .          !
 1995.3!                   *+                 !!          . 0 .   .          !
 1995.4!                  *+                  !!          . 0 .   .          !
 1996.1!                * +                   !!          .0  .   .          !
 1996.2!                 +                    !!          .   0   .          !
 1996.3!                 + *                  !!          .   . 0 .          !
 1996.4!                  *+                  !!          . 0 .   .          !
 1997.1!                   +    *             !!          .   .   .   0      !
 1997.2!                       * +            !!          . 0 .   .          !
 1997.3!                       +              !!          .   0   .          !
 1997.4!                      *+              !!          .  0.   .          !
 1998.1!                      *+              !!          .  0.   .          !
 1998.2!                     *+               !!          . 0 .   .          !
 1998.3!                     +                !!          .   0   .          !
 1998.4!                      +*              !!          .   . 0 .          !
 1999.1!                        +     *       !!          .   .   .    0     !
 1999.2!                              +       !!          .   0   .          !
 1999.3!                              +       !!          .   0   .          !
 1999.4!                            * +       !!          . 0 .   .          !
 2000.1!                             +        !!          .   0   .          !
 2000.2!                             +*       !!          .   .0  .          !
 2000.3!                             +        !!          .   0   .          !
 2000.4!                           * +        !!          .0  .   .          !
 2001.1!                           +  *       !!          .   .   .0         !
 2001.2!                              +*      !!          .   .0  .          !
 2001.3!                               +*     !!          .   .0  .          !
 2001.4!                              *+      !!          . 0 .   .          !
 2002.1!                              + *     !!          .   .  0.          !
 2002.2!                                +     !!          .   0   .          !
 2002.3!                                +     !!          .   0   .          !
 2002.4!                             * +      !!          .0  .   .          !
 2003.1!                             + *      !!          .   . 0 .          !
 2003.2!                               +      !!          .   0   .          !
 2003.3!                              + *     !!          .   . 0 .          !
 2003.4!                               *+     !!          . 0 .   .          !
 2004.1!                              + *     !!          .   . 0 .          !
 2004.2!                                +     !!          .   0   .          !
 2004.3!                                +     !!          .   .0  .          !
 2004.4!                                +     !!          .   .0  .          !
 2005.1!                                +*    !!          .   .0  .          !
 2005.2!                                +*    !!          .   .0  .          !
 2005.3!                                 +    !!          .   .0  .          !
 2005.4!                                 +    !!          .  0.   .          !
 2006.1!                               *+     !!          . 0 .   .          !
 2006.2!                             * +      !!          . 0 .   .          !
 2006.3!                             +*       !!          .   .0  .          !
 2006.4!                              +*      !!          .   . 0 .          !
 2007.1!                               +      !!          .   0   .          !
 2007.2!                              +*      !!          .   .0  .          !
 2007.3!                               +      !!          .   0   .          !
 2007.4!                              + *     !!          .   . 0 .          !
 2008.1!                               +      !!          .   0   .          !
 2008.2!                               +      !!          .   0   .          !
 2008.3!                              +  *    !!          .   .  0.          !
 2008.4!                                +*    !!          .   .0  .          !
 2009.1!                                 +*   !!          .   .  0.          !
 2009.2!                                  +  *!!          .   .   0          !
 2009.3!                                    +*!!          .   .0  .          !
 2009.4!                                   *+ !!          . 0 .   .          !
 2010.1!                                  +   *!          .   .   . 0        !
 2010.2!                                     +*!          .   .0  .          !
 2010.3!                                     +!!          .   .0  .          !
 2010.4!                                   * +!!          . 0 .   .          !
 2011.1!                                   +* !!          .   .0  .          !
 2011.2!                                   +  !!          .   .0  .          !
 2011.3!                                  *+  !!          .  0.   .          !
 2011.4!                                 *+   !!          .  0.   .          !
 2012.1!                                 + *  !!          .   .  0.          !
 2012.2!                                  +  *!!          .   .   0          !
 2012.3!                                   *+ !!          .  0.   .          !
 2012.4!                                  *+  !!          .   0   .          !


     23.94 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@EQ  1206 LAASTSP C LASTSP(-1) PSTSP;SMPL 1966.1 2012.4;OLS;EST 1206 PLOT=0;EN
@EQ  1207 LAAUKSP C LAUKSP(-1) PUKSP;SMPL 1966.1 2012.4;OLS;EST 1207 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFISP=FIPX$/SPPMM;                                                      
 GENR LAAFISP=LOG(AAFISP+.00001);                                             
 GENR LAFISP=LOG(AFISP+.00001);                                               
 LHS AAFISP=EXP(LAAFISP)-.00001;                                              
  EQ 1208 LAAFISP C LAFISP(-1) PFISP;                                         
EQUATION 923  LAAFISP  
   RHS     C  LAFISP(-1)  PFISP  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  923 PLOT=0;END;                                                     

Equation number =  923
**********************

Dependent variable = LAAFISP 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.101159682

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.270794093       0.240945490  -5.27420     1.000000
13178 LAFISP  ( -1)       0.712145953       0.053701313  13.26124    -5.100733
13176 PFISP   (  0)      -0.177639925       0.082937560  -2.14185     1.114048

SE of equation            =     0.158164082
Sum of squared residuals  =  4.62793723       0.301687564E-10
Average absolute error    =     0.123751234
Sum of ABS residuals      =  23.2652320    
R squared                 =   0.60342
Durbin-Watson statistic   =   2.13941
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!  *               +                   !!0        .    .    .         !
 1966.2!      +      *                        !!         .    .    .0        !
 1966.3!              +       *               !!         .    .    . 0       !
 1966.4!                   *+                 !!         .   0.    .         !
 1967.1!                * +                   !!         .  0 .    .         !
 1967.2!                +    *                !!         .    .    0         !
 1967.3!                *   +                 !!         .0   .    .         !
 1967.4!     *           +                    !!    0    .    .    .         !
 1968.1!     *   +                            !!         .0   .    .         !
 1968.2!        + *                           !!         .    . 0  .         !
 1968.3!          * +                         !!         .   0.    .         !
 1968.4!       *    +                         !!         .0   .    .         !
 1969.1!          + *                         !!         .    . 0  .         !
 1969.2!         *   +                        !!         . 0  .    .         !
 1969.3!           +   *                      !!         .    .   0.         !
 1969.4!               +              *       !!         .    .    .       0 !
 1970.1!                      *   +           !!         .0   .    .         !
 1970.2!             *      +                 !!        0.    .    .         !
 1970.3!             *+                       !!         .   0.    .         !
 1970.4!              +   *                   !!         .    .   0.         !
 1971.1!                 +                    !!         .    0    .         !
 1971.2!            *    +                    !!         .0   .    .         !
 1971.3!           *  +                       !!         . 0  .    .         !
 1971.4!             +    *                   !!         .    .    0         !
 1972.1!                  +                   !!         .    0    .         !
 1972.2!           *      +                   !!        0.    .    .         !
 1972.3!             +     *                  !!         .    .    .0        !
 1972.4!                  +                   !!         .   0.    .         !
 1973.1!                  +                   !!         .    .0   .         !
 1973.2!           *       +                  !!       0 .    .    .         !
 1973.3!             +                        !!         .    0    .         !
 1973.4!      *       +                       !!       0 .    .    .         !
 1974.1!      +          *                    !!         .    .    .   0     !
 1974.2!             *  +                     !!         . 0  .    .         !
 1974.3!             + *                      !!         .    . 0  .         !
 1974.4!           * +                        !!         .  0 .    .         !
 1975.1!   *      +                           !!        0.    .    .         !
 1975.2!*    +                                !!         0    .    .         !
 1975.3!   +           *                      !!         .    .    .     0   !
 1975.4!       *      +                       !!       0 .    .    .         !
 1976.1!   *     +                            !!         0    .    .         !
 1976.2!     +*                               !!         .    .0   .         !
 1976.3!*      +                              !!        0.    .    .         !
 1976.4!   +       *                          !!         .    .    . 0       !
 1977.1!     *    +                           !!         .0   .    .         !
 1977.2!       +                              !!         .    0    .         !
 1977.3!    *   +                             !!         .0   .    .         !
 1977.4!  *   +                               !!         .0   .    .         !
 1978.1! *  +                                 !!         . 0  .    .         !
 1978.2!    +  *                              !!         .    . 0  .         !
 1978.3*        +                             !!      0  .    .    .         !
 1978.4!   +           *                      !!         .    .    .     0   !
 1979.1!             *+                       !!         .    0    .         !
 1979.2!             *+                       !!         .    0    .         !
 1979.3!              +    *                  !!         .    .   0.         !
 1979.4!                  +     *             !!         .    .    0         !
 1980.1!                *     +               !!         0    .    .         !
 1980.2!             *   +                    !!         . 0  .    .         !
 1980.3!              + *                     !!         .    .0   .         !
 1980.4!                +    *                !!         .    .   0.         !
 1981.1!     *             +                  !! 0       .    .    .         !
 1981.2!   *   +                              !!         .0   .    .         !
 1981.3! *    +                               !!         .0   .    .         !
 1981.4!     +                                !!         .    0    .         !
 1982.1!     * +                              !!         .   0.    .         !
 1982.2!        + *                           !!         .    . 0  .         !
 1982.3! *         +                          !!     0   .    .    .         !
 1982.4!     +    *                           !!         .    .   0.         !
 1983.1!*          +                          !!    0    .    .    .         !
 1983.2!    +                                 !!         .    0    .         !
 1983.3!       +                              !!         .   0.    .         !
 1983.4!          +*                          !!         .    .0   .         !
 1984.1!      *     +                         !!        0.    .    .         !
 1984.2!        *+                            !!         .   0.    .         !
 1984.3!           +                          !!         .    0    .         !
 1984.4!         *  +                         !!         . 0  .    .         !
 1985.1!         *  +                         !!         .  0 .    .         !
 1985.2!         * +                          !!         .  0 .    .         !
 1985.3!           +*                         !!         .    .0   .         !
 1985.4!         *    +                       !!         .0   .    .         !
 1986.1!           +                          !!         .    0    .         !
 1986.2!     *      +                         !!        0.    .    .         !
 1986.3!       +  *                           !!         .    . 0  .         !
 1986.4!           +   *                      !!         .    .   0.         !
 1987.1!             * +                      !!         .  0 .    .         !
 1987.2!         *    +                       !!         .0   .    .         !
 1987.3!           +   *                      !!         .    .  0 .         !
 1987.4!               +                      !!         .    0    .         !
 1988.1!              *+                      !!         .   0.    .         !
 1988.2!          *   +                       !!         . 0  .    .         !
 1988.3!            +  *                      !!         .    . 0  .         !
 1988.4!              +      *                !!         .    .    .0        !
 1989.1!              *    +                  !!         .0   .    .         !
 1989.2!            * +                       !!         .  0 .    .         !
 1989.3!             +                        !!         .    .0   .         !
 1989.4!             +       *                !!         .    .    . 0       !
 1990.1!               *   +                  !!         . 0  .    .         !
 1990.2!               +  *                   !!         .    .  0 .         !
 1990.3!                 +   *                !!         .    .  0 .         !
 1990.4!                   +  *               !!         .    .  0 .         !
 1991.1!                 *  +                 !!         .  0 .    .         !
 1991.2!         *      +                     !!       0 .    .    .         !
 1991.3!          +                *          !!         .    .    .         0
 1991.4!                        +  *          !!         .    .  0 .         !
 1992.1!                *        +            !!      0  .    .    .         !
 1992.2!                +    *                !!         .    .   0.         !
 1992.3!                    +                 !!         .    .0   .         !
 1992.4!                    +   *             !!         .    .   0.         !
 1993.1!                       + *            !!         .    . 0  .         !
 1993.2!                       +              *!         .    .    .       0 !
 1993.3!                              *  +    !!         . 0  .    .         !
 1993.4!                          *+          !!         .   0.    .         !
 1994.1!                        +    *        !!         .    .   0.         !
 1994.2!                       *  +           !!         . 0  .    .         !
 1994.3!                     +      *         !!         .    .    .0        !
 1994.4!                         +     *      !!         .    .    0         !
 1995.1!                          +*          !!         .    .0   .         !
 1995.2!                       +   *          !!         .    .  0 .         !
 1995.3!                       +    *         !!         .    .   0.         !
 1995.4!                        +   *         !!         .    .   0.         !
 1996.1!               *        +             !!      0  .    .    .         !
 1996.2!              *+                      !!         .   0.    .         !
 1996.3!              +        *              !!         .    .    .  0      !
 1996.4!                    +    *            !!         .    .   0.         !
 1997.1!                      +*              !!         .    0    .         !
 1997.2!               *     +                !!         0    .    .         !
 1997.3!               +    *                 !!         .    .   0.         !
 1997.4!                   +      *           !!         .    .    . 0       !
 1998.1!                       +              !!         .    0    .         !
 1998.2!                     +  *             !!         .    .  0 .         !
 1998.3!                      + *             !!         .    . 0  .         !
 1998.4!                      +     *         !!         .    .    0         !
 1999.1!                         +            !!         .    0    .         !
 1999.2!                       +*             !!         .    . 0  .         !
 1999.3!                       +  *           !!         .    .  0 .         !
 1999.4!                        +    *        !!         .    .   0.         !
 2000.1!                          + *         !!         .    .0   .         !
 2000.2!                         + *          !!         .    . 0  .         !
 2000.3!                         + *          !!         .    . 0  .         !
 2000.4!                         +     *      !!         .    .    0         !
 2001.1!                         * +          !!         .  0 .    .         !
 2001.2!                       +*             !!         .    .0   .         !
 2001.3!                       +   *          !!         .    .  0 .         !
 2001.4!                         +  *         !!         .    .  0 .         !
 2002.1!                        *+            !!         .   0.    .         !
 2002.2!                      *+              !!         .    0    .         !
 2002.3!                     +    *           !!         .    .   0.         !
 2002.4!                        +      *      !!         .    .    0         !
 2003.1!                     *     +          !!         0    .    .         !
 2003.2!                     +  *             !!         .    .  0 .         !
 2003.3!                       +  *           !!         .    .  0 .         !
 2003.4!                        +   *         !!         .    .  0 .         !
 2004.1!                  *      +            !!       0 .    .    .         !
 2004.2!                  +*                  !!         .    .0   .         !
 2004.3!                   +   *              !!         .    .  0 .         !
 2004.4!                      +     *         !!         .    .    0         !
 2005.1!                    *    +            !!         0    .    .         !
 2005.2!             *      +                 !!        0.    .    .         !
 2005.3!               +   *                  !!         .    .   0.         !
 2005.4!                    +   *             !!         .    .   0.         !
 2006.1!                   *   +              !!         .0   .    .         !
 2006.2!                   +  *               !!         .    . 0  .         !
 2006.3!                     +   *            !!         .    .  0 .         !
 2006.4!                        + *           !!         .    . 0  .         !
 2007.1!                      * +             !!         .  0 .    .         !
 2007.2!                      + *             !!         .    . 0  .         !
 2007.3!                       +    *         !!         .    .   0.         !
 2007.4!                          +    *      !!         .    .    0         !
 2008.1!                            +*        !!         .    .0   .         !
 2008.2!                           +     *    !!         .    .    0         !
 2008.3!                             +*       !!         .    0    .         !
 2008.4!                           +*         !!         .    .0   .         !
 2009.1!                     *    +           !!         .0   .    .         !
 2009.2!                  *  +                !!         . 0  .    .         !
 2009.3!                   +*                 !!         .    .0   .         !
 2009.4!                   *+                 !!         .   0.    .         !
 2010.1!              *     +                 !!         0    .    .         !
 2010.2!                +*                    !!         .    .0   .         !
 2010.3!                 *+                   !!         .  0 .    .         !
 2010.4!                  + *                 !!         .    . 0  .         !
 2011.1!                *    +                !!         .0   .    .         !
 2011.2!          *      +                    !!       0 .    .    .         !
 2011.3!             +                        !!         .    0    .         !
 2011.4!              * +                     !!         .  0 .    .         !
 2012.1!       *        +                     !!      0  .    .    .         !
 2012.2!     *     +                          !!         0    .    .         !
 2012.3!          +                           !!         .   0.    .         !
 2012.4!             +  *                     !!         .    . 0  .         !


     28.72 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASSP=ASPX$/SPPMM;                                                      
 GENR LAAASSP=LOG(AAASSP+.00001);                                             
 GENR LAASSP=LOG(AASSP+.00001);                                               
 LHS AAASSP=EXP(LAAASSP)-.00001;                                              
  EQ 1209 LAAASSP C LAASSP(-1) PASSP;                                         
EQUATION 924  LAAASSP  
   RHS     C  LAASSP(-1)  PASSP  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  924 PLOT=0;END;                                                     

Equation number =  924
**********************

Dependent variable = LAAASSP 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.910570792

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.718611683       0.320474814  -5.36270     1.000000
13181 LAASSP  ( -1)       0.703779465       0.054454523  12.92417    -5.903338
13179 PASSP   (  0)      -0.028502956       0.061895901  -0.46050     1.309021

SE of equation            =     0.294882698
Sum of squared residuals  =  16.0868240      -0.223767671E-10
Average absolute error    =     0.238503449
Sum of ABS residuals      =  44.8386484    
R squared                 =   0.48286
Durbin-Watson statistic   =   2.28458
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                        + *           !!         .    . 0  .         !
 1966.2!                     *  +             !!         . 0  .    .         !
 1966.3!                     +    *           !!         .    .    .0        !
 1966.4!                        +    *        !!         .    .    0         !
 1967.1!                          +           !!         .   0.    .         !
 1967.2!                     *  +             !!         . 0  .    .         !
 1967.3!                   * +                !!         .   0.    .         !
 1967.4!                   +  *               !!         .    . 0  .         !
 1968.1!           *         +                !!    0    .    .    .         !
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 1968.3!            *     +                   !!        0.    .    .         !
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 1969.1!                       +              !!         .    0    .         !
 1969.2!                   *  +               !!         . 0  .    .         !
 1969.3!                   +  *               !!         .    .  0 .         !
 1969.4!                     +      *         !!         .    .    . 0       !
 1970.1!                          + *         !!         .    . 0  .         !
 1970.2!                      *  +            !!         . 0  .    .         !
 1970.3!               *     +                !!       0 .    .    .         !
 1970.4!              * +                     !!         .  0 .    .         !
 1971.1!                +    *                !!         .    .    0         !
 1971.2!                 *   +                !!         .0   .    .         !
 1971.3!                  + *                 !!         .    . 0  .         !
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 1972.1!                     *  +             !!         . 0  .    .         !
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 1975.3!                           +     *    !!         .    .    .0        !
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 1977.2!                    *     +           !!       0 .    .    .         !
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 1989.2!                   *  +               !!         . 0  .    .         !
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 1989.4!                    *  +              !!         . 0  .    .         !
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 1990.2!             *  +                     !!         . 0  .    .         !
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 1990.4!             *       +                !!       0 .    .    .         !
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 1991.3!                  +      *            !!         .    .    . 0       !
 1991.4!                     *  +             !!         .  0 .    .         !
 1992.1!                     +*               !!         .    .0   .         !
 1992.2!                      + *             !!         .    . 0  .         !
 1992.3!                    *  +              !!         . 0  .    .         !
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 1993.4!                   + *                !!         .    . 0  .         !
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 1998.1!                     + *              !!         .    . 0  .         !
 1998.2!                      +        *      !!         .    .    .  0      !
 1998.3!                  *         +         !!    0    .    .    .         !
 1998.4!                   +*                 !!         .    .0   .         !
 1999.1!                     +     *          !!         .    .    .0        !
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 1999.3!                     *    +           !!         0    .    .         !
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 2001.2!                   +        *         !!         .    .    .   0     !
 2001.3!                       *  +           !!         .  0 .    .         !
 2001.4!                       +  *           !!         .    .  0 .         !
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 2002.2!                      +               !!         .    0    .         !
 2002.3!                   *  +               !!         .  0 .    .         !
 2002.4!                    +*                !!         .    .0   .         !
 2003.1!               *     +                !!        0.    .    .         !
 2003.2!                 +      *             !!         .    .    .  0      !
 2003.3!                    *  +              !!         . 0  .    .         !
 2003.4!                     +                !!         .    .0   .         !
 2004.1!                 *   +                !!         .0   .    .         !
 2004.2!                  +                   !!         .    0    .         !
 2004.3!                 * +                  !!         .  0 .    .         !
 2004.4!                  +                   !!         .    0    .         !
 2005.1!                   +                  !!         .    0    .         !
 2005.2!                   +       *          !!         .    .    .  0      !
 2005.3!                *        +            !!     0   .    .    .         !
 2005.4!                  + *                 !!         .    .  0 .         !
 2006.1!             *      +                 !!       0 .    .    .         !
 2006.2!               +      *               !!         .    .    .0        !
 2006.3!                     + *              !!         .    . 0  .         !
 2006.4!                      +               !!         .   0.    .         !
 2007.1!                 *   +                !!         0    .    .         !
 2007.2!                  + *                 !!         .    . 0  .         !
 2007.3!                *   +                 !!         .0   .    .         !
 2007.4!              *   +                   !!         .0   .    .         !
 2008.1!        *       +                     !!      0  .    .    .         !
 2008.2!            +   *                     !!         .    .   0.         !
 2008.3!            *    +                    !!        0.    .    .         !
 2008.4!         *    +                       !!         0    .    .         !
 2009.1!   *        +                         !!    0    .    .    .         !
 2009.2*        +                             !!     0   .    .    .         !
 2009.3! *   +                                !!         .0   .    .         !
 2009.4!       +                              !!         .    0    .         !
 2010.1!      *    +                          !!        0.    .    .         !
 2010.2!          + *                         !!         .    . 0  .         !
 2010.3!              +                       !!         .    0    .         !
 2010.4!            *   +                     !!         .0   .    .         !
 2011.1!           *  +                       !!         . 0  .    .         !
 2011.2!              +*                      !!         .    . 0  .         !
 2011.3!                *+                    !!         .    0    .         !
 2011.4!            *    +                    !!         0    .    .         !
 2012.1!             *+                       !!         .   0.    .         !
 2012.2!            *  +                      !!         .  0 .    .         !
 2012.3!          *    +                      !!         0    .    .         !
 2012.4!  *          +                        !!   0     .    .    .         !


     31.91 percent of the residuals exceed 1 SE
      2.66 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSOSP=SOPX$/SPPMM;                                                      
 GENR LAASOSP=LOG(AASOSP+.00001);                                             
 GENR LASOSP=LOG(ASOSP+.00001);                                               
 LHS AASOSP=EXP(LAASOSP)-.00001;                                              
  EQ 1210 LAASOSP C LASOSP(-1) PSOSP;                                         
EQUATION 925  LAASOSP  
   RHS     C  LASOSP(-1)  PSOSP  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  925 PLOT=0;END;                                                     

Equation number =  925
**********************

Dependent variable = LAASOSP 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.367748047

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.928991400       0.301196934  -6.40442     1.000000
13184 LASOSP  ( -1)       0.612846911       0.058042616  10.55857    -5.362695
13182 PSOSP   (  0)      -0.131853486       0.077865064  -1.69336     1.154657

SE of equation            =     0.253403520
Sum of squared residuals  =  11.8794686      -0.173496773E-10
Average absolute error    =     0.189966767
Sum of ABS residuals      =  35.7137521    
R squared                 =   0.41767
Durbin-Watson statistic   =   2.14127
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                      *   +           !!          . 0 .   .          !
 1966.2!                   * +                !!          .  0.   .          !
 1966.3!                   +           *      !!          .   .   .   0      !
 1966.4!                       *  +           !!          . 0 .   .          !
 1967.1!                     +         *      !!          .   .   .  0       !
 1967.2!                       *  +           !!          .0  .   .          !
 1967.3!                     +                !!          .   0   .          !
 1967.4!                    +          *      !!          .   .   .   0      !
 1968.1!       *                  +           !!0         .   .   .          !
 1968.2!           +          *               !!          .   .   .   0      !
 1968.3!                    +                *!!          .   .   .       0  !
 1968.4!                         *    +       !!          0   .   .          !
 1969.1!                    * +               !!          . 0 .   .          !
 1969.2!                  +           *       !!          .   .   .   0      !
 1969.3!                  *      +            !!         0.   .   .          !
 1969.4!                  +*                  !!          .   .0  .          !
 1970.1!                   +      *           !!          .   .   .0         !
 1970.2!                       +              !!          .   0   .          !
 1970.3!                   *  +               !!          . 0 .   .          !
 1970.4!            *      +                  !!         0.   .   .          !
 1971.1!              + *                     !!          .   .0  .          !
 1971.2!                *+                    !!          .  0.   .          !
 1971.3!                 +     *              !!          .   .   0          !
 1971.4!                      +      *        !!          .   .   .0         !
 1972.1!                         +       *    !!          .   .   . 0        !
 1972.2!                            +    *    !!          .   .  0.          !
 1972.3!                           +         *!!          .   .   .  0       !
 1972.4!                              +     * !!          .   .   .0         !
 1973.1!                             +        *!          .   .   . 0        !
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 1973.3!   *             +                    !!    0     .   .   .          !
 1973.4!        +   *                         !!          .   .  0.          !
 1974.1!     *      +                         !!         0.   .   .          !
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 1974.3!    *         +                       !!       0  .   .   .          !
 1974.4!        + *                           !!          .   . 0 .          !
 1975.1!            +             *           !!          .   .   .     0    !
 1975.2!                      +     *         !!          .   .   .0         !
 1975.3!                        +  *          !!          .   . 0 .          !
 1975.4!                       + *            !!          .   . 0 .          !
 1976.1!                      +               !!          .   0   .          !
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 1976.4!                +     *               !!          .   .   .0         !
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 1977.2!                +                     !!          .   0   .          !
 1977.3!                +           *         !!          .   .   .    0     !
 1977.4!                      * +             !!          .  0.   .          !
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 1978.4!                       +*             !!          .   .0  .          !
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 1979.3!                      +  *            !!          .   . 0 .          !
 1979.4!                   * +                !!          . 0 .   .          !
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 1980.2!            *   +                     !!          .0  .   .          !
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 1980.4!            *  +                      !!          . 0 .   .          !
 1981.1!      *      +                        !!         0.   .   .          !
 1981.2!       * +                            !!          .  0.   .          !
 1981.3! *        +                           !!        0 .   .   .          !
 1981.4!      +         *                     !!          .   .   .  0       !
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 1982.3!           *   +                      !!          .0  .   .          !
 1982.4!     *      +                         !!        0 .   .   .          !
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 1983.2!        +  *                          !!          .   . 0 .          !
 1983.3!         *  +                         !!          . 0 .   .          !
 1983.4!            +      *                  !!          .   .   .0         !
 1984.1!             *   +                    !!          .0  .   .          !
 1984.2!              +                       !!          .   0   .          !
 1984.3!               + *                    !!          .   .0  .          !
 1984.4!                 +                    !!          .   .0  .          !
 1985.1!                 + *                  !!          .   .0  .          !
 1985.2!                  +      *            !!          .   .   .0         !
 1985.3!                   *  +               !!          . 0 .   .          !
 1985.4!                   +      *           !!          .   .   .0         !
 1986.1!                      +  *            !!          .   . 0 .          !
 1986.2!                 *    +               !!          .0  .   .          !
 1986.3!                 + *                  !!          .   .0  .          !
 1986.4!                  +                   !!          .   0   .          !
 1987.1!                  +*                  !!          .   0   .          !
 1987.2!           *      +                   !!         0.   .   .          !
 1987.3!             +   *                    !!          .   . 0 .          !
 1987.4!             *   +                    !!          .0  .   .          !
 1988.1!           *   +                      !!          .0  .   .          !
 1988.2!      *       +                       !!         0.   .   .          !
 1988.3!           + *                        !!          .   .0  .          !
 1988.4!            *  +                      !!          . 0 .   .          !
 1989.1!        *     +                       !!         0.   .   .          !
 1989.2!       *    +                         !!          .0  .   .          !
 1989.3!           *+                         !!          .   0   .          !
 1989.4!          *   +                       !!          .0  .   .          !
 1990.1!      *      +                        !!         0.   .   .          !
 1990.2!      *    +                          !!          .0  .   .          !
 1990.3!           +  *                       !!          .   . 0 .          !
 1990.4!                +   *                 !!          .   .  0.          !
 1991.1!                   *+                 !!          .  0.   .          !
 1991.2!                   + *                !!          .   . 0 .          !
 1991.3!                    +*                !!          .   .0  .          !
 1991.4!                    +   *             !!          .   . 0 .          !
 1992.1!               *      +               !!         0.   .   .          !
 1992.2!              *  +                    !!          . 0 .   .          !
 1992.3!                +*                    !!          .   .0  .          !
 1992.4!                * +                   !!          .  0.   .          !
 1993.1!                 +       *            !!          .   .   .0         !
 1993.2!                    *  +              !!          . 0 .   .          !
 1993.3*                    +                 !0          .   .   .          !
 1993.4!       +      *                       !!          .   .   .0         !
 1994.1!    *           +                     !!     0    .   .   .          !
 1994.2!          +    *                      !!          .   .  0.          !
 1994.3!                +      *              !!          .   .   .0         !
 1994.4!                 *    +               !!          .0  .   .          !
 1995.1!                  +     *             !!          .   .   0          !
 1995.2!                 *    +               !!          .0  .   .          !
 1995.3!                  +  *                !!          .   . 0 .          !
 1995.4!                    +    *            !!          .   .  0.          !
 1996.1!                       +*             !!          .   .0  .          !
 1996.2!                       +        *     !!          .   .   .  0       !
 1996.3!                          * +         !!          .  0.   .          !
 1996.4!                        + *           !!          .   .0  .          !
 1997.1!                        +       *     !!          .   .   . 0        !
 1997.2!                           +  *       !!          .   . 0 .          !
 1997.3!                      *   +           !!          .0  .   .          !
 1997.4!                    *+                !!          .  0.   .          !
 1998.1!                *   +                 !!          . 0 .   .          !
 1998.2!               *  +                   !!          . 0 .   .          !
 1998.3!                 +*                   !!          .   .0  .          !
 1998.4!                   +*                 !!          .   .0  .          !
 1999.1!                    +*                !!          .   .0  .          !
 1999.2!            *        +                !!        0 .   .   .          !
 1999.3!               +   *                  !!          .   . 0 .          !
 1999.4!               *   +                  !!          .0  .   .          !
 2000.1!             *   +                    !!          .0  .   .          !
 2000.2!            *   +                     !!          . 0 .   .          !
 2000.3!               +                      !!          .   0   .          !
 2000.4!                *+                    !!          .  0.   .          !
 2001.1!          *      +                    !!         0.   .   .          !
 2001.2!              +*                      !!          .   .0  .          !
 2001.3!                 +  *                 !!          .   . 0 .          !
 2001.4!                    +  *              !!          .   . 0 .          !
 2002.1!                  *   +               !!          .0  .   .          !
 2002.2!                   +                  !!          .   0   .          !
 2002.3!                  * +                 !!          .  0.   .          !
 2002.4!                   + *                !!          .   . 0 .          !
 2003.1!                *    +                !!          .0  .   .          !
 2003.2!                 +*                   !!          .   0   .          !
 2003.3!                  +*                  !!          .   0   .          !
 2003.4!                 * +                  !!          . 0 .   .          !
 2004.1!               *  +                   !!          . 0 .   .          !
 2004.2!                 +                    !!          .   0   .          !
 2004.3!                  +*                  !!          .   .0  .          !
 2004.4!                   +                  !!          .   0   .          !
 2005.1!                *  +                  !!          . 0 .   .          !
 2005.2!                 +  *                 !!          .   .  0.          !
 2005.3!                    +*                !!          .   .0  .          !
 2005.4!                    + *               !!          .   .0  .          !
 2006.1!                 *  +                 !!          . 0 .   .          !
 2006.2!               *  +                   !!          . 0 .   .          !
 2006.3!                 +   *                !!          .   .  0.          !
 2006.4!                    + *               !!          .   . 0 .          !
 2007.1!                     +*               !!          .   .0  .          !
 2007.2!                     +*               !!          .   0   .          !
 2007.3!                   * +                !!          .  0.   .          !
 2007.4!                   + *                !!          .   . 0 .          !
 2008.1!                     +   *            !!          .   .  0.          !
 2008.2!                       +*             !!          .   .0  .          !
 2008.3!                      +  *            !!          .   . 0 .          !
 2008.4!                       +     *        !!          .   .   0          !
 2009.1!                        *+            !!          .  0.   .          !
 2009.2!                     *+               !!          .  0.   .          !
 2009.3!          *         +                 !!       0  .   .   .          !
 2009.4!             + *                      !!          .   .0  .          !
 2010.1!           *    +                     !!          0   .   .          !
 2010.2!           * +                        !!          . 0 .   .          !
 2010.3!           *  +                       !!          . 0 .   .          !
 2010.4!            * +                       !!          .  0.   .          !
 2011.1!              +                       !!          .   0   .          !
 2011.2!        *      +                      !!         0.   .   .          !
 2011.3!           *+                         !!          .   0   .          !
 2011.4!          *   +                       !!          .0  .   .          !
 2012.1!           * +                        !!          . 0 .   .          !
 2012.2!         *    +                       !!          .0  .   .          !
 2012.3!       *    +                         !!          0   .   .          !
 2012.4!        *  +                          !!          . 0 .   .          !


     27.13 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOSP=KOPX$/SPPMM;                                                      
 GENR LAAKOSP=LOG(AAKOSP+.00001);                                             
 GENR LAKOSP=LOG(AKOSP+.00001);                                               
 LHS AAKOSP=EXP(LAAKOSP)-.00001;                                              
  EQ 1211 LAAKOSP C LAKOSP(-1) PKOSP;                                         
EQUATION 926  LAAKOSP  
   RHS     C  LAKOSP(-1)  PKOSP  
 SMPL 1977.3 2012.4;                                                          
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
 OLS;EST  926 PLOT=0;END;                                                     

Equation number =  926
**********************

Dependent variable = LAAKOSP 

 1977.3 -   2012.4,    0 missing obs.,  142 obs. used.

Mean of dependent variable       -5.352998355

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.558097480       0.247151814  -6.30421     1.000000
13187 LAKOSP  ( -1)       0.556033614       0.066907436   8.31049    -5.365889
13185 PKOSP   (  0)      -0.502749260       0.088636721  -5.67202     1.613700

SE of equation            =     0.282900502
Sum of squared residuals  =  11.1245445      -0.126565425E-11
Average absolute error    =     0.203789256
Sum of ABS residuals      =  28.9380743    
R squared                 =   0.83924
Durbin-Watson statistic   =   2.19527
SMPL and No. Obs.         = 1977.3   2012.4    142

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.3!  +           *                       !!          .   .   .     0    !
 1977.4!     *     +                          !!         0.   .   .          !
 1978.1!  *  +                                !!          .0  .   .          !
 1978.2!  +  *                                !!          .   .  0.          !
 1978.3!    +    *                            !!          .   .   .0         !
 1978.4!      +*                              !!          .   0   .          !
 1979.1!     +    *                           !!          .   .   0          !
 1979.2!         +    *                       !!          .   .   0          !
 1979.3!          *  +                        !!          .0  .   .          !
 1979.4!           +                          !!          .   0   .          !
 1980.1!           *+                         !!          .  0.   .          !
 1980.2!            *+                        !!          .  0.   .          !
 1980.3!           *  +                       !!          .0  .   .          !
 1980.4!       *     +                        !!         0.   .   .          !
 1981.1!    *     +                           !!        0 .   .   .          !
 1981.2!     +  *                             !!          .   . 0 .          !
 1981.3!*     +                               !!         0.   .   .          !
 1981.4!   +       *                          !!          .   .   .  0       !
 1982.1!  *     +                             !!        0 .   .   .          !
 1982.2!     +                                !!          .   0   .          !
 1982.3!   *   +                              !!          0   .   .          !
 1982.4!      +  *                            !!          .   .  0.          !
 1983.1*          +                           !!     0    .   .   .          !
 1983.2!*  +                                  !!          .0  .   .          !
 1983.3!    +   *                             !!          .   .  0.          !
 1983.4!*        +                            !!      0   .   .   .          !
 1984.1*     +                                !!          0   .   .          !
 1984.2!    +          *                      !!          .   .   .    0     !
 1984.3! *           +                        !!    0     .   .   .          !
 1984.4! *   +                                !!          .0  .   .          !
 1985.1! *  +                                 !!          .0  .   .          !
 1985.2!  *  +                                !!          . 0 .   .          !
 1985.3!   *  +                               !!          . 0 .   .          !
 1985.4!        + *                           !!          .   .0  .          !
 1986.1!        *  +                          !!          .0  .   .          !
 1986.2!          *+                          !!          .   0   .          !
 1986.3!          +                           !!          .   0   .          !
 1986.4!           +    *                     !!          .   .   0          !
 1987.1!                 +                    !!          .   .0  .          !
 1987.2!                 +                    !!          .   0   .          !
 1987.3!                +  *                  !!          .   . 0 .          !
 1987.4!                * +                   !!          .  0.   .          !
 1988.1!                +  *                  !!          .   . 0 .          !
 1988.2!                 +*                   !!          .   .0  .          !
 1988.3!                + *                   !!          .   . 0 .          !
 1988.4!               +*                     !!          .   .0  .          !
 1989.1!              + *                     !!          .   . 0 .          !
 1989.2!             +*                       !!          .   .0  .          !
 1989.3!             +                        !!          .   0   .          !
 1989.4!            +*                        !!          .   .0  .          !
 1990.1!              +   *                   !!          .   .   0          !
 1990.2!                 +       *            !!          .   .   .  0       !
 1990.3!    *                +                !0          .   .   .          !
 1990.4!     *     +                          !!         0.   .   .          !
 1991.1!           +   *                      !!          .   .   0          !
 1991.2!             +*                       !!          .   0   .          !
 1991.3!             +*                       !!          .   . 0 .          !
 1991.4! *               +                    !!0         .   .   .          !
 1992.1!         +      *                     !!          .   .   .0         !
 1992.2!                 +                    !!          .   0   .          !
 1992.3!                  +                   !!          .   0   .          !
 1992.4!                 *+                   !!          .  0.   .          !
 1993.1!                 + *                  !!          .   . 0 .          !
 1993.2!                  + *                 !!          .   .0  .          !
 1993.3!                  +                   !!          .   0   .          !
 1993.4!                 +*                   !!          .   .0  .          !
 1994.1!                 +*                   !!          .   .0  .          !
 1994.2!                 + *                  !!          .   . 0 .          !
 1994.3!                  +                   !!          .   0   .          !
 1994.4!                 +  *                 !!          .   . 0 .          !
 1995.1!                 * +                  !!          .  0.   .          !
 1995.2!                 +   *                !!          .   .  0.          !
 1995.3!                   +*                 !!          .   .0  .          !
 1995.4!                   +  *               !!          .   . 0 .          !
 1996.1!                    +                 !!          .   0   .          !
 1996.2!                   +  *               !!          .   . 0 .          !
 1996.3!                     +                !!          .   0   .          !
 1996.4!                     + *              !!          .   . 0 .          !
 1997.1!                     *+               !!          .  0.   .          !
 1997.2!                    +   *             !!          .   .  0.          !
 1997.3!                    * +               !!          .  0.   .          !
 1997.4!                        +  *          !!          .   .  0.          !
 1998.1!                              +     * !!          .   .   .0         !
 1998.2!                                  +*  !!          .   .0  .          !
 1998.3!                                 +  * !!          .   . 0 .          !
 1998.4!                                 +*   !!          .   .0  .          !
 1999.1!                             *+       !!          .   0   .          !
 1999.2!                          + *         !!          .   .0  .          !
 1999.3!                          +           !!          .   0   .          !
 1999.4!                         + *          !!          .   . 0 .          !
 2000.1!                         +*           !!          .   . 0 .          !
 2000.2!                        +   *         !!          .   .  0.          !
 2000.3!                        +             !!          .   0   .          !
 2000.4!                       + *            !!          .   . 0 .          !
 2001.1!                        +  *          !!          .   .  0.          !
 2001.2!                          + *         !!          .   . 0 .          !
 2001.3!                           +*         !!          .   .0  .          !
 2001.4!                           + *        !!          .   . 0 .          !
 2002.1!                           +          !!          .   0   .          !
 2002.2!                          +  *        !!          .   . 0 .          !
 2002.3!                          * +         !!          . 0 .   .          !
 2002.4!                          +     *     !!          .   .   .0         !
 2003.1!                              +       !!          .   0   .          !
 2003.2!                              + *     !!          .   . 0 .          !
 2003.3!                            * +       !!          . 0 .   .          !
 2003.4!                             + *      !!          .   . 0 .          !
 2004.1!                              + *     !!          .   .0  .          !
 2004.2!                              + *     !!          .   . 0 .          !
 2004.3!                              +       !!          .   0   .          !
 2004.4!                             +     *  !!          .   .   .0         !
 2005.1!                               * +    !!          .  0.   .          !
 2005.2!                              + *     !!          .   . 0 .          !
 2005.3!                              *+      !!          .  0.   .          !
 2005.4!                             +   *    !!          .   .  0.          !
 2006.1!                                + *   !!          .   . 0 .          !
 2006.2!                                +  *  !!          .   .  0.          !
 2006.3!                              *  +    !!          . 0 .   .          !
 2006.4!                              +    *  !!          .   .   0          !
 2007.1!                                 +*   !!          .   .0  .          !
 2007.2!                                 +    *!          .   .   0          !
 2007.3!                                 * +  !!          . 0 .   .          !
 2007.4!                                + *   !!          .   .0  .          !
 2008.1!                               * +    !!          . 0 .   .          !
 2008.2!                               + *    !!          .   .0  .          !
 2008.3!                             *   +    !!          .0  .   .          !
 2008.4!                               +   *  !!          .   .  0.          !
 2009.1!                              *   +   !!          .0  .   .          !
 2009.2!                             * +      !!          . 0 .   .          !
 2009.3!                            *  +      !!          .0  .   .          !
 2009.4!                            * +       !!          . 0 .   .          !
 2010.1!                           *  +       !!          . 0 .   .          !
 2010.2!                             +        !!          .  0.   .          !
 2010.3!                         *     +      !!         0.   .   .          !
 2010.4!                            +*        !!          .   .0  .          !
 2011.1!                            *  +      !!          .0  .   .          !
 2011.2!                            * +       !!          . 0 .   .          !
 2011.3!                         *    +       !!         0.   .   .          !
 2011.4!                           * +        !!          .  0.   .          !
 2012.1!                              +*      !!          .   .0  .          !
 2012.2!                          *     +     !!         0.   .   .          !
 2012.3!                       *     +        !!        0 .   .   .          !
 2012.4!                          *+          !!          .  0.   .          !


     22.54 percent of the residuals exceed 1 SE
      4.93 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBESP=BEPX$Q/SPPMM;                                                     
 GENR LAABESP=LOG(AABESP+.00001);                                             
 GENR LABESP=LOG(ABESP+.00001);                                               
 LHS AABESP=EXP(LAABESP)-.00001;                                              
  EQ 1212 LAABESP C LABESP(-1) PBESP;                                         
EQUATION 927  LAABESP  
   RHS     C  LABESP(-1)  PBESP  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  927 PLOT=0;END;                                                     

Equation number =  927
**********************

Dependent variable = LAABESP 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.385188824

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.177464361       0.077871660  -2.27893     1.000000
13190 LABESP  ( -1)       0.924371269       0.033502895  27.59079    -3.387450
13188 PBESP   (  0)      -0.067066447       0.076690627  -0.87451     1.140112

SE of equation            =     0.108604039
Sum of squared residuals  =  2.18204492       0.170801151E-10
Average absolute error    =     0.083329549
Sum of ABS residuals      =  15.6659552    
R squared                 =   0.90272
Durbin-Watson statistic   =   2.59048
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!         +  *                         !!          .   .   0          !
 1966.2!       *     +                        !!      0   .   .   .          !
 1966.3!        + *                           !!          .   . 0 .          !
 1966.4!  *       +                           !!   0      .   .   .          !
 1967.1!    +  *                              !!          .   .   0          !
 1967.2!      * +                             !!          .0  .   .          !
 1967.3!   *   +                              !!         0.   .   .          !
 1967.4*     +                                !!       0  .   .   .          !
 1968.1*+                                     !!          .  0.   .          !
 1968.2! +  *                                 !!          .   .   0          !
 1968.3!     +  *                             !!          .   .   0          !
 1968.4!      *  +                            !!          .0  .   .          !
 1969.1!       +*                             !!          .   .0  .          !
 1969.2!        +*                            !!          .   .0  .          !
 1969.3!          +*                          !!          .   . 0 .          !
 1969.4!           *+                         !!          .  0.   .          !
 1970.1!           + *                        !!          .   .  0.          !
 1970.2!          *   +                       !!          0   .   .          !
 1970.3!       *   +                          !!         0.   .   .          !
 1970.4!      * +                             !!          . 0 .   .          !
 1971.1!      *+                              !!          . 0 .   .          !
 1971.2!       + *                            !!          .   .  0.          !
 1971.3!          +   *                       !!          .   .   .0         !
 1971.4!            * +                       !!          . 0 .   .          !
 1972.1!           * +                        !!          .0  .   .          !
 1972.2!           +*                         !!          .   .0  .          !
 1972.3!             +                        !!          .   0   .          !
 1972.4!              +  *                    !!          .   .   .0         !
 1973.1!             *   +                    !!        0 .   .   .          !
 1973.2!             +                        !!          .  0.   .          !
 1973.3!             +                        !!          .  0.   .          !
 1973.4!  *          +                        !!0         .   .   .          !
 1974.1!   +        *                         !!          .   .   .       0  !
 1974.2!            +  *                      !!          .   .   0          !
 1974.3!            *  +                      !!          0   .   .          !
 1974.4!          * +                         !!          .0  .   .          !
 1975.1!           +  *                       !!          .   .   .0         !
 1975.2!             *+                       !!          .  0.   .          !
 1975.3!             *+                       !!          .  0.   .          !
 1975.4!           * +                        !!          .0  .   .          !
 1976.1!           + *                        !!          .   .0  .          !
 1976.2!          *  +                        !!          .0  .   .          !
 1976.3!           +*                         !!          .   .0  .          !
 1976.4!      *     +                         !!      0   .   .   .          !
 1977.1!      +        *                      !!          .   .   .      0   !
 1977.2!            *  +                      !!          0   .   .          !
 1977.3!        *    +                        !!        0 .   .   .          !
 1977.4!   *     +                            !!      0   .   .   .          !
 1978.1!   +   *                              !!          .   .   .0         !
 1978.2!    *   +                             !!         0.   .   .          !
 1978.3!     +  *                             !!          .   .   .0         !
 1978.4!       *+                             !!          .  0.   .          !
 1979.1!        +     *                       !!          .   .   .   0      !
 1979.2!           *  +                       !!          .0  .   .          !
 1979.3!          * +                         !!          . 0 .   .          !
 1979.4!           +                          !!          .   0   .          !
 1980.1!           +   *                      !!          .   .   .0         !
 1980.2!                +*                    !!          .   . 0 .          !
 1980.3!                 *+                   !!          .  0.   .          !
 1980.4!                 +*                   !!          .   .0  .          !
 1981.1!         *         +                  !!  0       .   .   .          !
 1981.2!       *  +                           !!          0   .   .          !
 1981.3!        +*                            !!          .   .0  .          !
 1981.4!     *    +                           !!        0 .   .   .          !
 1982.1!      +    *                          !!          .   .   . 0        !
 1982.2!            + *                       !!          .   .   0          !
 1982.3!              *+                      !!          . 0 .   .          !
 1982.4!              *+                      !!          .  0.   .          !
 1983.1!              + *                     !!          .   .  0.          !
 1983.2!              *  +                    !!          0   .   .          !
 1983.3!              +   *                   !!          .   .   0          !
 1983.4!            *     +                   !!     0    .   .   .          !
 1984.1!             +                        !!          .   0   .          !
 1984.2!          *   +                       !!         0.   .   .          !
 1984.3!           +  *                       !!          .   .  0.          !
 1984.4!         *     +                      !!      0   .   .   .          !
 1985.1!          +  *                        !!          .   .   0          !
 1985.2!              + *                     !!          .   . 0 .          !
 1985.3!               *+                     !!          . 0 .   .          !
 1985.4!              * +                     !!          .0  .   .          !
 1986.1!              +   *                   !!          .   .   .0         !
 1986.2!               *   +                  !!        0 .   .   .          !
 1986.3!               + *                    !!          .   .  0.          !
 1986.4!                 +     *              !!          .   .   .   0      !
 1987.1!                       +              !!          .   0   .          !
 1987.2!                       +  *           !!          .   .  0.          !
 1987.3!                          +           !!          .   0   .          !
 1987.4!                        * +           !!          . 0 .   .          !
 1988.1!                        +  *          !!          .   .  0.          !
 1988.2!                         *+           !!          .  0.   .          !
 1988.3!                         + *          !!          .   . 0 .          !
 1988.4!                          *+          !!          . 0 .   .          !
 1989.1!                          +*          !!          .   .0  .          !
 1989.2!                          *+          !!          .   0   .          !
 1989.3!                          + *         !!          .   . 0 .          !
 1989.4!                      *     +         !!      0   .   .   .          !
 1990.1!                      +  *            !!          .   .   0          !
 1990.2!                         +            !!          .   0   .          !
 1990.3!                         +            !!          .   0   .          !
 1990.4!                   *     +            !!       0  .   .   .          !
 1991.1!                    +*                !!          .   .0  .          !
 1991.2!                    *+                !!          . 0 .   .          !
 1991.3!                    +        *        !!          .   .   .       0  !
 1991.4!                         *   +        !!        0 .   .   .          !
 1992.1!                       * +            !!          . 0 .   .          !
 1992.2!                       +   *          !!          .   .   .0         !
 1992.3!                          *+          !!          .  0.   .          !
 1992.4!                      *   +           !!        0 .   .   .          !
 1993.1!                      +          *    !!          .   .   .          0
 1993.2!                                 + *  !!          .   .   0          !
 1993.3!                                  *+  !!          .  0.   .          !
 1993.4!                              *   +   !!         0.   .   .          !
 1994.1!                              +  *    !!          .   .   0          !
 1994.2!                                +*    !!          .   .0  .          !
 1994.3!                                +*    !!          .   .0  .          !
 1994.4!                                +*    !!          .   .0  .          !
 1995.1!                                +*    !!          .   .0  .          !
 1995.2!                            *   +     !!         0.   .   .          !
 1995.3!                            + *       !!          .   .  0.          !
 1995.4!                            * +       !!          . 0 .   .          !
 1996.1!                            + *       !!          .   .  0.          !
 1996.2!                              +*      !!          .   . 0 .          !
 1996.3!                              +  *    !!          .   .  0.          !
 1996.4!                                +     !!          .   0   .          !
 1997.1!                               +  *   !!          .   .  0.          !
 1997.2!                                *+    !!          . 0 .   .          !
 1997.3!                               +  *   !!          .   .   0          !
 1997.4!                              *   +   !!          0   .   .          !
 1998.1!                              +  *    !!          .   .   0          !
 1998.2!                                 +    !!          .   .0  .          !
 1998.3!                                 +  * !!          .   .   0          !
 1998.4!                                 * +  !!          .0  .   .          !
 1999.1!                                 +*   !!          .   .  0.          !
 1999.2!                                  + * !!          .   .  0.          !
 1999.3!                                   +  *!          .   .   0          !
 1999.4!                                  *  +!!         0.   .   .          !
 2000.1!                                 + *  !!          .   . 0 .          !
 2000.2!                                  +*  !!          .   .0  .          !
 2000.3!                                  +   !!          .  0.   .          !
 2000.4!                               * +    !!          .0  .   .          !
 2001.1!                               +    * !!          .   .   .  0       !
 2001.2!                                    +*!!          .   . 0 .          !
 2001.3!                                    +*!!          .   . 0 .          !
 2001.4!                                  *  +!!          0   .   .          !
 2002.1!                                 +  * !!          .   .   0          !
 2002.2!                                    + !!          .   .0  .          !
 2002.3!                                    +*!!          .   . 0 .          !
 2002.4!                                 *  + !!          0   .   .          !
 2003.1!                                +    *!!          .   .   .  0       !
 2003.2!                                  * + !!          .0  .   .          !
 2003.3!                                 + *  !!          .   . 0 .          !
 2003.4!                                * +   !!          .0  .   .          !
 2004.1!                               + *    !!          .   .  0.          !
 2004.2!                                 +*   !!          .   .0  .          !
 2004.3!                                 +  * !!          .   .   0          !
 2004.4!                                  *+  !!          . 0 .   .          !
 2005.1!                               * +    !!          .0  .   .          !
 2005.2!                              +*      !!          .   .0  .          !
 2005.3!                              +       !!          .   0   .          !
 2005.4!                           *  +       !!          0   .   .          !
 2006.1!                           +          !!          .   .0  .          !
 2006.2!                           +*         !!          .   . 0 .          !
 2006.3!                            +*        !!          .   . 0 .          !
 2006.4!                            *+        !!          . 0 .   .          !
 2007.1!                           + *        !!          .   .  0.          !
 2007.2!                             +        !!          .   .0  .          !
 2007.3!                          *  +        !!          .0  .   .          !
 2007.4!                         *+           !!          .  0.   .          !
 2008.1!                         +*           !!          .   . 0 .          !
 2008.2!                          +*          !!          .   .0  .          !
 2008.3!                          +           !!          .   0   .          !
 2008.4!                        * +           !!          . 0 .   .          !
 2009.1!                        +   *         !!          .   .   . 0        !
 2009.2!                            + *       !!          .   .   0          !
 2009.3!                              +       !!          .   0   .          !
 2009.4!                           * +        !!          .0  .   .          !
 2010.1!                          +*          !!          .   0   .          !
 2010.2!                          + *         !!          .   .0  .          !
 2010.3!                          *+          !!          . 0 .   .          !
 2010.4!                       *  +           !!          .0  .   .          !
 2011.1!                       + *            !!          .   .  0.          !
 2011.2!                        *+            !!          .  0.   .          !
 2011.3!                        +             !!          .   0   .          !
 2011.4!                    *  +              !!          0   .   .          !
 2012.1!                    + *               !!          .   . 0 .          !
 2012.2!                    * +               !!          . 0 .   .          !
 2012.3!                     +*               !!          .   . 0 .          !
 2012.4!                     *+               !!          .  0.   .          !


     25.00 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDESP=DEPX$Q/SPPMM;                                                     
 GENR LAADESP=LOG(AADESP+.00001);                                             
 GENR LADESP=LOG(ADESP+.00001);                                               
 LHS AADESP=EXP(LAADESP)-.00001;                                              
  EQ 1213 LAADESP C LADESP(-1) PDESP;                                         
EQUATION 928  LAADESP  
   RHS     C  LADESP(-1)  PDESP  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  928 PLOT=0;END;                                                     

Equation number =  928
**********************

Dependent variable = LAADESP 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.912201022

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.334340185       0.221553471  -6.02266     1.000000
13193 LADESP  ( -1)       0.632694283       0.060456295  10.46532    -4.910849
13191 PDESP   (  0)      -0.394979825       0.080708376  -4.89391     1.191946

SE of equation            =     0.111117978
Sum of squared residuals  =  2.28423295      -0.447633042E-10
Average absolute error    =     0.081643626
Sum of ABS residuals      =  15.3490018    
R squared                 =   0.80810
Durbin-Watson statistic   =   2.28847
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                  *      +            !!       0  .   .   .          !
 1966.2!                +                     !!          .  0.   .          !
 1966.3!             * +                      !!          . 0 .   .          !
 1966.4!            +                         !!          .  0.   .          !
 1967.1!            +*                        !!          .   .0  .          !
 1967.2!            *  +                      !!          .0  .   .          !
 1967.3!             +      *                 !!          .   .   .  0       !
 1967.4!              *    +                  !!          0   .   .          !
 1968.1!               +                      !!          .   0   .          !
 1968.2!              *+                      !!          .  0.   .          !
 1968.3!            *+                        !!          .  0.   .          !
 1968.4!           *+                         !!          .  0.   .          !
 1969.1!            +                         !!          .   0   .          !
 1969.2!           +    *                     !!          .   .   .0         !
 1969.3!              +*                      !!          .   .0  .          !
 1969.4!         *    +                       !!         0.   .   .          !
 1970.1!        * +                           !!          . 0 .   .          !
 1970.2! *         +                          !!     0    .   .   .          !
 1970.3!  *   +                               !!          .0  .   .          !
 1970.4!    * +                               !!          .  0.   .          !
 1971.1!       +     *                        !!          .   .   .0         !
 1971.2!               + *                    !!          .   . 0 .          !
 1971.3!                 *+                   !!          .   0   .          !
 1971.4!                  +  *                !!          .   .   0          !
 1972.1!                   + *                !!          .   . 0 .          !
 1972.2!                   +   *              !!          .   .   0          !
 1972.3!                  *  +                !!          . 0 .   .          !
 1972.4!                 +           *        !!          .   .   .      0   !
 1973.1!             *          +             !!   0      .   .   .          !
 1973.2!          *    +                      !!          0   .   .          !
 1973.3!             +   *                    !!          .   .   0          !
 1973.4!         *    +                       !!         0.   .   .          !
 1974.1!     +          *                     !!          .   .   .      0   !
 1974.2!                +                     !!          .   0   .          !
 1974.3!             * +                      !!          . 0 .   .          !
 1974.4!           +*                         !!          .   .0  .          !
 1975.1!           +   *                      !!          .   .   0          !
 1975.2!         *   +                        !!          0   .   .          !
 1975.3!           +                          !!          .   .0  .          !
 1975.4!          * +                         !!          . 0 .   .          !
 1976.1!           *+                         !!          .  0.   .          !
 1976.2!     *    +                           !!         0.   .   .          !
 1976.3! *     +                              !!        0 .   .   .          !
 1976.4!   +  *                               !!          .   .  0.          !
 1977.1!      *+                              !!          .   0   .          !
 1977.2!      * +                             !!          . 0 .   .          !
 1977.3*        +                             !!     0    .   .   .          !
 1977.4! *  +                                 !!          . 0 .   .          !
 1978.1!   +  *                               !!          .   .  0.          !
 1978.2!      +                               !!          .   0   .          !
 1978.3!      *+                              !!          .  0.   .          !
 1978.4!      + *                             !!          .   . 0 .          !
 1979.1!        +          *                  !!          .   .   .     0    !
 1979.2!            *     +                   !!        0 .   .   .          !
 1979.3!               +                      !!          .   0   .          !
 1979.4!                 +*                   !!          .   .0  .          !
 1980.1!                    +*                !!          .   .0  .          !
 1980.2!                  *    +              !!          0   .   .          !
 1980.3!                     + *              !!          .   . 0 .          !
 1980.4!                        +             !!          .   0   .          !
 1981.1!              *          +            !!    0     .   .   .          !
 1981.2!            *    +                    !!         0.   .   .          !
 1981.3!              +   *                   !!          .   .   0          !
 1981.4!                  *+                  !!          .   0   .          !
 1982.1!                 *+                   !!          .  0.   .          !
 1982.2!                   +*                 !!          .   .0  .          !
 1982.3!                   *  +               !!          .0  .   .          !
 1982.4!                     +                !!          .   0   .          !
 1983.1!                   *  +               !!          .0  .   .          !
 1983.2!                     + *              !!          .   . 0 .          !
 1983.3!                    *   +             !!          0   .   .          !
 1983.4!                       +*             !!          .   .0  .          !
 1984.1!                  *      +            !!        0 .   .   .          !
 1984.2!                    * +               !!          .  0.   .          !
 1984.3!                       +*             !!          .   0   .          !
 1984.4!                         +            !!          .   0   .          !
 1985.1!                     *     +          !!         0.   .   .          !
 1985.2!                    *   +             !!          .0  .   .          !
 1985.3!                      +               !!          .   .0  .          !
 1985.4!                     *  +             !!          .0  .   .          !
 1986.1!                     +*               !!          .   .0  .          !
 1986.2!                    * +               !!          . 0 .   .          !
 1986.3!                   +   *              !!          .   .   0          !
 1986.4!                     +     *          !!          .   .   .0         !
 1987.1!                          + *         !!          .   .  0.          !
 1987.2!                        * +           !!          .0  .   .          !
 1987.3!                        +  *          !!          .   .  0.          !
 1987.4!                          +           !!          .   0   .          !
 1988.1!                         +    *       !!          .   .   .0         !
 1988.2!                       *     +        !!         0.   .   .          !
 1988.3!                         +    *       !!          .   .   0          !
 1988.4!                           *+         !!          .  0.   .          !
 1989.1!                      *    +          !!         0.   .   .          !
 1989.2!                        +   *         !!          .   .   0          !
 1989.3!                           +*         !!          .   0   .          !
 1989.4!                           +     *    !!          .   .   . 0        !
 1990.1!              *               +       !0          .   .   .          !
 1990.2!                  +     *             !!          .   .   . 0        !
 1990.3!                         + *          !!          .   . 0 .          !
 1990.4!                           +          !!          .   0   .          !
 1991.1!                      *    +          !!          0   .   .          !
 1991.2!                       +              !!          .   .0  .          !
 1991.3!                       +       *      !!          .   .   .  0       !
 1991.4!                             * +      !!          . 0 .   .          !
 1992.1!                           *  +       !!          . 0 .   .          !
 1992.2!                           + *        !!          .   . 0 .          !
 1992.3!                            +         !!          .   .0  .          !
 1992.4!                         *  +         !!          . 0 .   .          !
 1993.1!                          +    *      !!          .   .   .0         !
 1993.2!                              +*      !!          .   .0  .          !
 1993.3!                              +     * !!          .   .   . 0        !
 1993.4!                               *  +   !!          . 0 .   .          !
 1994.1!                              +*      !!          .   .0  .          !
 1994.2!                         *    +       !!          0   .   .          !
 1994.3!                          +   *       !!          .   .   0          !
 1994.4!                            *+        !!          .  0.   .          !
 1995.1!                           +          !!          .   0   .          !
 1995.2!                          + *         !!          .   .0  .          !
 1995.3!                           +          !!          .   0   .          !
 1995.4!                           +  *       !!          .   .  0.          !
 1996.1!                         *  +         !!          .0  .   .          !
 1996.2!                         +*           !!          .   .0  .          !
 1996.3!                          +*          !!          .   .0  .          !
 1996.4!                           +  *       !!          .   .  0.          !
 1997.1!                          *  +        !!          .0  .   .          !
 1997.2!                           +          !!          .   .0  .          !
 1997.3!                          * +         !!          .  0.   .          !
 1997.4!                           + *        !!          .   .  0.          !
 1998.1!                           * +        !!          . 0 .   .          !
 1998.2!                         * +          !!          . 0 .   .          !
 1998.3!                          + *         !!          .   . 0 .          !
 1998.4!                            +*        !!          .   .0  .          !
 1999.1!                           *+         !!          .  0.   .          !
 1999.2!                           *+         !!          .  0.   .          !
 1999.3!                           *+         !!          .   0   .          !
 1999.4!                            +  *      !!          .   . 0 .          !
 2000.1!                              +       !!          .   0   .          !
 2000.2!                             +        !!          .  0.   .          !
 2000.3!                           * +        !!          . 0 .   .          !
 2000.4!                            +         !!          .   0   .          !
 2001.1!                        *   +         !!          0   .   .          !
 2001.2!                          +           !!          .   0   .          !
 2001.3!                          *+          !!          .  0.   .          !
 2001.4!                           +  *       !!          .   .  0.          !
 2002.1!                             +     *  !!          .   .   .0         !
 2002.2!                                 +    !!          .   .0  .          !
 2002.3!                                +  *  !!          .   .  0.          !
 2002.4!                                +  *  !!          .   .  0.          !
 2003.1!                                +     !!          .   0   .          !
 2003.2!                               +  *   !!          .   .  0.          !
 2003.3!                               +      *!          .   .   . 0        !
 2003.4!                                  +*  !!          .   .0  .          !
 2004.1!                                + *   !!          .   . 0 .          !
 2004.2!                                + *   !!          .   . 0 .          !
 2004.3!                               *+     !!          .  0.   .          !
 2004.4!                              +*      !!          .   .0  .          !
 2005.1!                            * +       !!          .  0.   .          !
 2005.2!                            +         !!          .   0   .          !
 2005.3!                           +*         !!          .   .0  .          !
 2005.4!                            +  *      !!          .   .  0.          !
 2006.1!                             +*       !!          .   .0  .          !
 2006.2!                             +        !!          .   0   .          !
 2006.3!                            +  *      !!          .   .  0.          !
 2006.4!                              + *     !!          .   . 0 .          !
 2007.1!                            * +       !!          .0  .   .          !
 2007.2!                            +         !!          .   0   .          !
 2007.3!                            +*        !!          .   .0  .          !
 2007.4!                             + *      !!          .   . 0 .          !
 2008.1!                          *   +       !!          0   .   .          !
 2008.2!                          +*          !!          .   .0  .          !
 2008.3!                           +  *       !!          .   .  0.          !
 2008.4!                             +     *  !!          .   .   .0         !
 2009.1!                                +   * !!          .   .   0          !
 2009.2!                                 + *  !!          .   . 0 .          !
 2009.3!                               *+     !!          .  0.   .          !
 2009.4!                             +*       !!          .   .0  .          !
 2010.1!                           * +        !!          . 0 .   .          !
 2010.2!                            +         !!          .   .0  .          !
 2010.3!                           * +        !!          .  0.   .          !
 2010.4!                            +   *     !!          .   .   0          !
 2011.1!                              *+      !!          .  0.   .          !
 2011.2!                          *  +        !!          .0  .   .          !
 2011.3!                           +*         !!          .   .0  .          !
 2011.4!                            +   *     !!          .   .  0.          !
 2012.1!                            * +       !!          . 0 .   .          !
 2012.2!                          * +         !!          . 0 .   .          !
 2012.3!                       *   +          !!          0   .   .          !
 2012.4!                     *   +            !!          0   .   .          !


     26.60 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOSP=NOPX$Q/SPPMM;                                                     
 GENR LAANOSP=LOG(AANOSP+.00001);                                             
 GENR LANOSP=LOG(ANOSP+.00001);                                               
 LHS AANOSP=EXP(LAANOSP)-.00001;                                              
  EQ 1214 LAANOSP C LANOSP(-1) PNOSP;                                         
EQUATION 929  LAANOSP  
   RHS     C  LANOSP(-1)  PNOSP  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  929 PLOT=0;END;                                                     

Equation number =  929
**********************

Dependent variable = LAANOSP 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.067627022

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.792764399       0.192073415  -4.12740     1.000000
13196 LANOSP  ( -1)       0.804987419       0.041732519  19.28921    -5.067443
13194 PNOSP   (  0)      -0.196198401       0.073368043  -2.67417     0.997128

SE of equation            =     0.221145058
Sum of squared residuals  =  9.04745028       0.325490745E-10
Average absolute error    =     0.167608050
Sum of ABS residuals      =  31.5103134    
R squared                 =   0.73859
Durbin-Watson statistic   =   2.44984
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                    +  *              !!          .   . 0 .          !
 1966.2!                      +  *            !!          .   .  0.          !
 1966.3!                        +             !!          .   0   .          !
 1966.4!                    *  +              !!          . 0 .   .          !
 1967.1!                 *  +                 !!          . 0 .   .          !
 1967.2!                  +   *               !!          .   .   0          !
 1967.3!                     +    *           !!          .   .   0          !
 1967.4!             *           +            !!   0      .   .   .          !
 1968.1!              +       *               !!          .   .   .  0       !
 1968.2!                     +   *            !!          .   .   0          !
 1968.3!                *       +             !!       0  .   .   .          !
 1968.4!                 + *                  !!          .   . 0 .          !
 1969.1!                  *+                  !!          .  0.   .          !
 1969.2!                 *+                   !!          .  0.   .          !
 1969.3!                 +   *                !!          .   .  0.          !
 1969.4!                    +                 !!          .   0   .          !
 1970.1!                *   +                 !!          .0  .   .          !
 1970.2!                 +*                   !!          .   .0  .          !
 1970.3!                  +   *               !!          .   .   0          !
 1970.4!                     +*               !!          .   .0  .          !
 1971.1!                    *+                !!          .  0.   .          !
 1971.2!                   +    *             !!          .   .   0          !
 1971.3!                   *    +             !!          0   .   .          !
 1971.4!                   +     *            !!          .   .   .0         !
 1972.1!                        +  *          !!          .   .  0.          !
 1972.2!                          +           !!          .   0   .          !
 1972.3!                         + *          !!          .   . 0 .          !
 1972.4!                    *     +           !!         0.   .   .          !
 1973.1!                    +                 !!          .   0   .          !
 1973.2!                    +                 !!          .   0   .          !
 1973.3!                 *  +                 !!          .0  .   .          !
 1973.4!       *         +                    !!      0   .   .   .          !
 1974.1!        +        *                    !!          .   .   .  0       !
 1974.2!                 +    *               !!          .   .   .0         !
 1974.3!                     +    *           !!          .   .   .0         !
 1974.4!                *       +             !!        0 .   .   .          !
 1975.1!               *+                     !!          .   0   .          !
 1975.2!              *+                      !!          .  0.   .          !
 1975.3!               +*                     !!          .   .0  .          !
 1975.4!               *+                     !!          .  0.   .          !
 1976.1!              *+                      !!          .  0.   .          !
 1976.2!    *         +                       !!     0    .   .   .          !
 1976.3!      +                               !!          .   0   .          !
 1976.4!        +     *                       !!          .   .   .0         !
 1977.1!             *+                       !!          .  0.   .          !
 1977.2!             +    *                   !!          .   .   0          !
 1977.3! *                +                   !0          .   .   .          !
 1977.4!    +        *                        !!          .   .   .   0      !
 1978.1!             +   *                    !!          .   .  0.          !
 1978.2!       *        +                     !!      0   .   .   .          !
 1978.3!    *    +                            !!         0.   .   .          !
 1978.4!      +                               !!          .   0   .          !
 1979.1!        +  *                          !!          .   .  0.          !
 1979.2!        *    +                        !!          0   .   .          !
 1979.3!         *+                           !!          .  0.   .          !
 1979.4!       *  +                           !!          .0  .   .          !
 1980.1!       * +                            !!          . 0 .   .          !
 1980.2!         + *                          !!          .   . 0 .          !
 1980.3!            +    *                    !!          .   .   0          !
 1980.4!           *     +                    !!         0.   .   .          !
 1981.1!   *        +                         !!      0   .   .   .          !
 1981.2*     +                                !!         0.   .   .          !
 1981.3! +       *                            !!          .   .   .  0       !
 1981.4!         *+                           !!          .  0.   .          !
 1982.1!      *  +                            !!          . 0 .   .          !
 1982.2!        +                             !!          .   0   .          !
 1982.3!       * +                            !!          . 0 .   .          !
 1982.4!        *+                            !!          .   0   .          !
 1983.1!      *   +                           !!          .0  .   .          !
 1983.2!      * +                             !!          .  0.   .          !
 1983.3!    *   +                             !!          0   .   .          !
 1983.4!      *+                              !!          .  0.   .          !
 1984.1!        +*                            !!          .   .0  .          !
 1984.2! *        +                           !!      0   .   .   .          !
 1984.3!    + *                               !!          .   .0  .          !
 1984.4!    *   +                             !!          0   .   .          !
 1985.1!   *  +                               !!          .0  .   .          !
 1985.2!    * +                               !!          . 0 .   .          !
 1985.3!    * +                               !!          .  0.   .          !
 1985.4!       +                              !!          .   0   .          !
 1986.1!         +*                           !!          .   .0  .          !
 1986.2!        *   +                         !!          0   .   .          !
 1986.3!           +*                         !!          .   .0  .          !
 1986.4!            * +                       !!          . 0 .   .          !
 1987.1!       *      +                       !!        0 .   .   .          !
 1987.2!          + *                         !!          .   . 0 .          !
 1987.3!            * +                       !!          . 0 .   .          !
 1987.4!             * +                      !!          . 0 .   .          !
 1988.1!               +                      !!          .   0   .          !
 1988.2!                 +                    !!          .   .0  .          !
 1988.3!                *  +                  !!          . 0 .   .          !
 1988.4!              *   +                   !!          .0  .   .          !
 1989.1!               *+                     !!          .  0.   .          !
 1989.2!                +                     !!          .  0.   .          !
 1989.3!                 + *                  !!          .   .0  .          !
 1989.4!                 *  +                 !!          . 0 .   .          !
 1990.1!                * +                   !!          . 0 .   .          !
 1990.2!                 +*                   !!          .   0   .          !
 1990.3!                   +                  !!          .   .0  .          !
 1990.4!            *       +                 !!        0 .   .   .          !
 1991.1!              +  *                    !!          .   .  0.          !
 1991.2!               *  +                   !!          .0  .   .          !
 1991.3!                 +   *                !!          .   .   0          !
 1991.4!                *     +               !!         0.   .   .          !
 1992.1!                  +      *            !!          .   .   .0         !
 1992.2!                     *   +            !!          .0  .   .          !
 1992.3!                     *+               !!          .   0   .          !
 1992.4!                   *  +               !!          .0  .   .          !
 1993.1!                    +  *              !!          .   . 0 .          !
 1993.2!                       +  *           !!          .   .  0.          !
 1993.3!                       *  +           !!          .0  .   .          !
 1993.4!                       +*             !!          .   0   .          !
 1994.1!                        +      *      !!          .   .   . 0        !
 1994.2!                           *  +       !!          .0  .   .          !
 1994.3!                          *+          !!          .  0.   .          !
 1994.4!                          +           !!          .   0   .          !
 1995.1!                          + *         !!          .   . 0 .          !
 1995.2!                          * +         !!          .  0.   .          !
 1995.3!                          +        *  !!          .   .   .   0      !
 1995.4!                            *    +    !!          0   .   .          !
 1996.1!                            +      *  !!          .   .   . 0        !
 1996.2!                                 +*   !!          .   .0  .          !
 1996.3!                                +     *!          .   .   .0         !
 1996.4!                          *        +  !!      0   .   .   .          !
 1997.1!                          +  *        !!          .   .  0.          !
 1997.2!                             +        !!          .   0   .          !
 1997.3!                        *   +         !!          0   .   .          !
 1997.4!                        +     *       !!          .   .   .0         !
 1998.1!                           * +        !!          . 0 .   .          !
 1998.2!                           +  *       !!          .   . 0 .          !
 1998.3!                             +  *     !!          .   . 0 .          !
 1998.4!                               +   *  !!          .   .   0          !
 1999.1!                               *  +   !!          .0  .   .          !
 1999.2!                              + *     !!          .   . 0 .          !
 1999.3!                            *  +      !!          . 0 .   .          !
 1999.4!                         * +          !!          . 0 .   .          !
 2000.1!                      * +             !!          . 0 .   .          !
 2000.2!                      +*              !!          .   .0  .          !
 2000.3!                    *  +              !!          .0  .   .          !
 2000.4!                    +                 !!          .   0   .          !
 2001.1!                    +*                !!          .   .0  .          !
 2001.2!                     +                !!          .   0   .          !
 2001.3!                     +  *             !!          .   . 0 .          !
 2001.4!                        +             !!          .   0   .          !
 2002.1!                        +   *         !!          .   .  0.          !
 2002.2!                          *+          !!          .  0.   .          !
 2002.3!                      *  +            !!          . 0 .   .          !
 2002.4!                      + *             !!          .   . 0 .          !
 2003.1!                        + *           !!          .   . 0 .          !
 2003.2!                          +    *      !!          .   .   .0         !
 2003.3!                              + *     !!          .   . 0 .          !
 2003.4!                            * +       !!          .  0.   .          !
 2004.1!                           +     *    !!          .   .   .0         !
 2004.2!                               + *    !!          .   . 0 .          !
 2004.3!                             * +      !!          .  0.   .          !
 2004.4!                            +*        !!          .   .0  .          !
 2005.1!                           +*         !!          .   .0  .          !
 2005.2!                          +  *        !!          .   . 0 .          !
 2005.3!                         *+           !!          .  0.   .          !
 2005.4!                       +              !!          .  0.   .          !
 2006.1!                     +     *          !!          .   .   . 0        !
 2006.2!                *        +            !!       0  .   .   .          !
 2006.3!                +     *               !!          .   .   .0         !
 2006.4!                     +*               !!          .   .0  .          !
 2007.1!                     +  *             !!          .   .  0.          !
 2007.2!                     *+               !!          .  0.   .          !
 2007.3!                    +  *              !!          .   .  0.          !
 2007.4!                     +   *            !!          .   .  0.          !
 2008.1!                  *   +               !!          0   .   .          !
 2008.2!                +  *                  !!          .   .  0.          !
 2008.3!                 + *                  !!          .   .0  .          !
 2008.4!                  +       *           !!          .   .   .  0       !
 2009.1!                        +    *        !!          .   .   .0         !
 2009.2!                           + *        !!          .   . 0 .          !
 2009.3!                           +*         !!          .   .0  .          !
 2009.4!                        * +           !!          .  0.   .          !
 2010.1!                      +*              !!          .   0   .          !
 2010.2!                     +*               !!          .   .0  .          !
 2010.3!                     +*               !!          .   .0  .          !
 2010.4!                   *+                 !!          .  0.   .          !
 2011.1!                  +                   !!          .   .0  .          !
 2011.2!                 +                    !!          .   .0  .          !
 2011.3!                +*                    !!          .   .0  .          !
 2011.4!               +                      !!          .  0.   .          !
 2012.1!             +        *               !!          .   .   .   0      !
 2012.2!                    +  *              !!          .   .  0.          !
 2012.3!                  * +                 !!          . 0 .   .          !
 2012.4!                +   *                 !!          .   .  0.          !


     28.72 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@EQ  1215 LAASWSP C LASWSP(-1) PSWSP;SMPL 1966.1 2012.4;OLS;EST 1215 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGRSP=GRPX$Q/SPPMM;                                                     
 GENR LAAGRSP=LOG(AAGRSP+.00001);                                             
 GENR LAGRSP=LOG(AGRSP+.00001);                                               
 LHS AAGRSP=EXP(LAAGRSP)-.00001;                                              
  EQ 1216 LAAGRSP C LAGRSP(-1) PGRSP;                                         
EQUATION 930  LAAGRSP  
   RHS     C  LAGRSP(-1)  PGRSP  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  930 PLOT=0;END;                                                     

Equation number =  930
**********************

Dependent variable = LAAGRSP 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.308072426

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.988705919       0.387575071  -7.71130     1.000000
13199 LAGRSP  ( -1)       0.441020469       0.067754865   6.50906    -6.309077
13197 PGRSP   (  0)      -0.450672350       0.154754600  -2.91217     1.191408

SE of equation            =     0.402772620
Sum of squared residuals  =  30.0117699       0.343813866E-11
Average absolute error    =     0.274406063
Sum of ABS residuals      =  51.5883398    
R squared                 =   0.30722
Durbin-Watson statistic   =   2.16751
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                   + *                !!          .   .0  .          !
 1966.2!                   +                  !!          .   0   .          !
 1966.3*                  +                   !0          .   .   .          !
 1966.4!       * +                            !!          . 0 .   .          !
 1967.1!        *   +                         !!          0   .   .          !
 1967.2!             +                        !!          .   0   .          !
 1967.3!               +  *                   !!          .   . 0 .          !
 1967.4!                  +  *                !!          .   . 0 .          !
 1968.1!                   + *                !!          .   . 0 .          !
 1968.2!         *        +                   !!      0   .   .   .          !
 1968.3!         *   +                        !!          .0  .   .          !
 1968.4!             +           *            !!          .   .   .    0     !
 1969.1!                *   +                 !!          .0  .   .          !
 1969.2!               +*                     !!          .   .0  .          !
 1969.3!                +     *               !!          .   .   .0         !
 1969.4!                   +                  !!          .   0   .          !
 1970.1!                *+                    !!          .  0.   .          !
 1970.2!            *    +                    !!          0   .   .          !
 1970.3!               +                      !!          .   0   .          !
 1970.4!                +                     !!          .   0   .          !
 1971.1!             *  +                     !!          .0  .   .          !
 1971.2!                +            *        !!          .   .   .      0   !
 1971.3!                    *  +              !!          .0  .   .          !
 1971.4!                   +                * !!          .   .   .        0 !
 1972.1!                      *   +           !!          .0  .   .          !
 1972.2!                   *+                 !!          .  0.   .          !
 1972.3!                  +*                  !!          .   0   .          !
 1972.4!                 +                    !!          .  0.   .          !
 1973.1!                + *                   !!          .   .0  .          !
 1973.2!                 +                    !!          .   0   .          !
 1973.3!                 + *                  !!          .   . 0 .          !
 1973.4!     *         +                      !!      0   .   .   .          !
 1974.1!       +             *                !!          .   .   .      0   !
 1974.2!            *     +                   !!         0.   .   .          !
 1974.3!              +         *             !!          .   .   .   0      !
 1974.4!                   +                  *!          .   .   .          0
 1975.1!                       *  +           !!          . 0 .   .          !
 1975.2!                    +*                !!          .   .0  .          !
 1975.3!                   +           *      !!          .   .   .     0    !
 1975.4!                    *   +             !!          .0  .   .          !
 1976.1!          *        +                  !!       0  .   .   .          !
 1976.2!              +    *                  !!          .   .   .0         !
 1976.3!            *     +                   !!          0   .   .          !
 1976.4!             *+                       !!          .  0.   .          !
 1977.1!           *  +                       !!          .0  .   .          !
 1977.2!              + *                     !!          .   . 0 .          !
 1977.3!        *       +                     !!        0 .   .   .          !
 1977.4!            +                         !!          .   0   .          !
 1978.1!              +  *                    !!          .   . 0 .          !
 1978.2!                +   *                 !!          .   .  0.          !
 1978.3!                * +                   !!          .  0.   .          !
 1978.4!                +                     !!          .   0   .          !
 1979.1!            *   +                     !!          .0  .   .          !
 1979.2!          *    +                      !!          0   .   .          !
 1979.3!       *      +                       !!        0 .   .   .          !
 1979.4!           * +                        !!          .  0.   .          !
 1980.1!            *  +                      !!          . 0 .   .          !
 1980.2!                +                     !!          .   0   .          !
 1980.3!                 *+                   !!          .  0.   .          !
 1980.4!             *    +                   !!          0   .   .          !
 1981.1!    *           +                     !!     0    .   .   .          !
 1981.2!           +                          !!          .   0   .          !
 1981.3!          *  +                        !!          .0  .   .          !
 1981.4!              +                       !!          .   0   .          !
 1982.1!            *  +                      !!          . 0 .   .          !
 1982.2!               +                      !!          .   0   .          !
 1982.3!                 +      *             !!          .   .   . 0        !
 1982.4!           *         +                !!      0   .   .   .          !
 1983.1!        *       +                     !!        0 .   .   .          !
 1983.2!            * +                       !!          .  0.   .          !
 1983.3!          *     +                     !!         0.   .   .          !
 1983.4!              *+                      !!          .  0.   .          !
 1984.1!              *  +                    !!          . 0 .   .          !
 1984.2!                *+                    !!          .  0.   .          !
 1984.3!              *   +                   !!          .0  .   .          !
 1984.4!                *+                    !!          .  0.   .          !
 1985.1!                  +                   !!          .   .0  .          !
 1985.2!                *  +                  !!          .0  .   .          !
 1985.3!                 +                    !!          .  0.   .          !
 1985.4!              *   +                   !!          .0  .   .          !
 1986.1!                 +*                   !!          .   0   .          !
 1986.2!               *   +                  !!          .0  .   .          !
 1986.3!                 +*                   !!          .   .0  .          !
 1986.4!                 * +                  !!          .  0.   .          !
 1987.1!                *  +                  !!          . 0 .   .          !
 1987.2!                  +   *               !!          .   .  0.          !
 1987.3!                     +*               !!          .   .0  .          !
 1987.4!                     + *              !!          .   . 0 .          !
 1988.1!                *     +               !!         0.   .   .          !
 1988.2!                  +                   !!          .   0   .          !
 1988.3!             *     +                  !!         0.   .   .          !
 1988.4!                 +                    !!          .   0   .          !
 1989.1!                  *+                  !!          .  0.   .          !
 1989.2!               *   +                  !!          .0  .   .          !
 1989.3!                 *+                   !!          .   0   .          !
 1989.4!                   +                  !!          .   0   .          !
 1990.1!                 *  +                 !!          . 0 .   .          !
 1990.2!                  *+                  !!          .  0.   .          !
 1990.3!             *     +                  !!         0.   .   .          !
 1990.4!                 +   *                !!          .   .  0.          !
 1991.1!                *    +                !!          0   .   .          !
 1991.2!                 *+                   !!          .  0.   .          !
 1991.3!                  +*                  !!          .   .0  .          !
 1991.4!                     +   *            !!          .   .   0          !
 1992.1!                     * +              !!          . 0 .   .          !
 1992.2!                     +  *             !!          .   .  0.          !
 1992.3!                      +*              !!          .   0   .          !
 1992.4!                      +   *           !!          .   .  0.          !
 1993.1!                       +    *         !!          .   .   0          !
 1993.2!                    *   +             !!          .0  .   .          !
 1993.3!                     +                !!          .   0   .          !
 1993.4!                     +  *             !!          .   . 0 .          !
 1994.1!                      +   *           !!          .   . 0 .          !
 1994.2!                       +              !!          .   0   .          !
 1994.3!                *     +               !!         0.   .   .          !
 1994.4!                   +     *            !!          .   .   .0         !
 1995.1!                       +    *         !!          .   .   0          !
 1995.2!                        +*            !!          .   .0  .          !
 1995.3!                       +*             !!          .   .0  .          !
 1995.4!                      +         *     !!          .   .   .   0      !
 1996.1!                         +       *    !!          .   .   . 0        !
 1996.2!                      *   +           !!          .0  .   .          !
 1996.3!                     + *              !!          .   . 0 .          !
 1996.4!                      +*              !!          .   .0  .          !
 1997.1!                      +               !!          .   0   .          !
 1997.2!                    *+                !!          .  0.   .          !
 1997.3!                 *  +                 !!          . 0 .   .          !
 1997.4!                   +  *               !!          .   .  0.          !
 1998.1!                     +*               !!          .   0   .          !
 1998.2!                     + *              !!          .   .0  .          !
 1998.3!                     *+               !!          .   0   .          !
 1998.4!                     +*               !!          .   .0  .          !
 1999.1!                     +    *           !!          .   .  0.          !
 1999.2!                       +              !!          .   0   .          !
 1999.3!                  *   +               !!          .0  .   .          !
 1999.4!                    +  *              !!          .   .  0.          !
 2000.1!                    * +               !!          . 0 .   .          !
 2000.2!                    +    *            !!          .   .   0          !
 2000.3!                     * +              !!          .  0.   .          !
 2000.4!                     +*               !!          .   .0  .          !
 2001.1!                     +*               !!          .   .0  .          !
 2001.2!                     +   *            !!          .   .  0.          !
 2001.3!                    *  +              !!          . 0 .   .          !
 2001.4!                    +*                !!          .   .0  .          !
 2002.1!                   * +                !!          . 0 .   .          !
 2002.2!                  * +                 !!          . 0 .   .          !
 2002.3!                 * +                  !!          . 0 .   .          !
 2002.4!                   + *                !!          .   .0  .          !
 2003.1!                    +  *              !!          .   . 0 .          !
 2003.2!                      +*              !!          .   .0  .          !
 2003.3!                      +               !!          .   0   .          !
 2003.4!                     + *              !!          .   . 0 .          !
 2004.1!                     +                !!          .   0   .          !
 2004.2!                    +                 !!          .   0   .          !
 2004.3!                   *+                 !!          .  0.   .          !
 2004.4!                    +*                !!          .   .0  .          !
 2005.1!                    +   *             !!          .   .  0.          !
 2005.2!                      +               !!          .   0   .          !
 2005.3!                    *+                !!          .  0.   .          !
 2005.4!                    + *               !!          .   . 0 .          !
 2006.1!                     + *              !!          .   .0  .          !
 2006.2!                     +    *           !!          .   .   0          !
 2006.3!                      +   *           !!          .   .  0.          !
 2006.4!                      + *             !!          .   .0  .          !
 2007.1!                     +*               !!          .   .0  .          !
 2007.2!                     +*               !!          .   .0  .          !
 2007.3!                    *+                !!          .   0   .          !
 2007.4!                    +*                !!          .   .0  .          !
 2008.1!                    +                 !!          .   0   .          !
 2008.2!                   +  *               !!          .   . 0 .          !
 2008.3!                 *  +                 !!          . 0 .   .          !
 2008.4!                   + *                !!          .   . 0 .          !
 2009.1!                    +                 !!          .   0   .          !
 2009.2!                    +*                !!          .   .0  .          !
 2009.3!                 *  +                 !!          . 0 .   .          !
 2009.4!                  + *                 !!          .   .0  .          !
 2010.1!                 * +                  !!          .  0.   .          !
 2010.2!                  +*                  !!          .   .0  .          !
 2010.3!                 * +                  !!          . 0 .   .          !
 2010.4!                  + *                 !!          .   .0  .          !
 2011.1!                  *+                  !!          .  0.   .          !
 2011.2!                  +*                  !!          .   0   .          !
 2011.3!                 * +                  !!          . 0 .   .          !
 2011.4!                  +   *               !!          .   .   0          !
 2012.1!                   *+                 !!          .  0.   .          !
 2012.2!                   + *                !!          .   . 0 .          !
 2012.3!                    +  *              !!          .   .  0.          !
 2012.4!                    + *               !!          .   . 0 .          !


     19.15 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRSP=IRPX$Q/SPPMM;                                                     
 GENR LAAIRSP=LOG(AAIRSP+.00001);                                             
 GENR LAIRSP=LOG(AIRSP+.00001);                                               
 LHS AAIRSP=EXP(LAAIRSP)-.00001;                                              
  EQ 1217 LAAIRSP C LAIRSP(-1) PIRSP;                                         
EQUATION 931  LAAIRSP  
   RHS     C  LAIRSP(-1)  PIRSP  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  931 PLOT=0;END;                                                     

Equation number =  931
**********************

Dependent variable = LAAIRSP 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.290938136

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.324050583       0.117365427  -2.76104     1.000000
13202 LAIRSP  ( -1)       0.767082304       0.045431338  16.88443    -5.308861
13200 PIRSP   (  0)      -0.646323061       0.152863608  -4.22810     1.384067

SE of equation            =     0.280133074
Sum of squared residuals  =  14.5177897       0.138293821E-10
Average absolute error    =     0.214807512
Sum of ABS residuals      =  40.3838122    
R squared                 =   0.90976
Durbin-Watson statistic   =   2.66106
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!    +                                 !!          .   0   .          !
 1966.2!    *  +                              !!          0   .   .          !
 1966.3!     * +                              !!          . 0 .   .          !
 1966.4*        +                             !!0         .   .   .          !
 1967.1!  + *                                 !!          .   . 0 .          !
 1967.2!   *   +                              !!       0  .   .   .          !
 1967.3!      +                               !!          .   0   .          !
 1967.4*         +                            !0          .   .   .          !
 1968.1!    +    *                            !!          .   .   .    0     !
 1968.2!         * +                          !!          .0  .   .          !
 1968.3!          +                           !!          .   0   .          !
 1968.4!          * +                         !!          . 0 .   .          !
 1969.1!            +*                        !!          .   . 0 .          !
 1969.2!            *+                        !!          .  0.   .          !
 1969.3!            +*                        !!          .   . 0 .          !
 1969.4!          *   +                       !!        0 .   .   .          !
 1970.1!         * +                          !!          0   .   .          !
 1970.2!         *+                           !!          .  0.   .          !
 1970.3!          *+                          !!          . 0 .   .          !
 1970.4!      *    +                          !!       0  .   .   .          !
 1971.1!        +*                            !!          .   . 0 .          !
 1971.2!           +   *                      !!          .   .   .0         !
 1971.3!                +    *                !!          .   .   .   0      !
 1971.4!            *       +                 !! 0        .   .   .          !
 1972.1!            +*                        !!          .   . 0 .          !
 1972.2!            +   *                     !!          .   .   . 0        !
 1972.3!                +  *                  !!          .   .   0          !
 1972.4!            *    +                    !!      0   .   .   .          !
 1973.1!            +                         !!          .   0   .          !
 1973.2!           * +                        !!          .0  .   .          !
 1973.3!            +*                        !!          .   .0  .          !
 1973.4!         *  +                         !!         0.   .   .          !
 1974.1!        +      *                      !!          .   .   .       0  !
 1974.2!                +                     !!          .   .0  .          !
 1974.3!              * +                     !!          .0  .   .          !
 1974.4!           *  +                       !!          0   .   .          !
 1975.1!          *+                          !!          .  0.   .          !
 1975.2!           +*                         !!          .   .0  .          !
 1975.3!             +  *                     !!          .   .   .0         !
 1975.4!             *  +                     !!          0   .   .          !
 1976.1!            * +                       !!          0   .   .          !
 1976.2!          * +                         !!          0   .   .          !
 1976.3!           +                          !!          .   0   .          !
 1976.4!           +                          !!          .   0   .          !
 1977.1!            +*                        !!          .   .  0.          !
 1977.2!             *+                       !!          .  0.   .          !
 1977.3!             +   *                    !!          .   .   . 0        !
 1977.4!                +*                    !!          .   .0  .          !
 1978.1!               +                      !!          .  0.   .          !
 1978.2!              +   *                   !!          .   .   .  0       !
 1978.3!                + *                   !!          .   .  0.          !
 1978.4!                +                     !!          .  0.   .          !
 1979.1!              +     *                 !!          .   .   .   0      !
 1979.2!                 * +                  !!          . 0 .   .          !
 1979.3!                  +    *              !!          .   .   .  0       !
 1979.4!                *     +               !!     0    .   .   .          !
 1980.1!                 + *                  !!          .   .  0.          !
 1980.2!                  * +                 !!          . 0 .   .          !
 1980.3!                   +   *              !!          .   .   .  0       !
 1980.4!                   *    +             !!       0  .   .   .          !
 1981.1!                    *+                !!          .  0.   .          !
 1981.2!                   +*                 !!          .   .0  .          !
 1981.3!                   + *                !!          .   . 0 .          !
 1981.4!               *    +                 !!       0  .   .   .          !
 1982.1!          *    +                      !!     0    .   .   .          !
 1982.2!           *+                         !!          . 0 .   .          !
 1982.3!             +        *               !!          .   .   .          0
 1982.4!                     *+               !!          . 0 .   .          !
 1983.1!                     +                !!          .   .0  .          !
 1983.2!                     +  *             !!          .   .   0          !
 1983.3!                      *+              !!          . 0 .   .          !
 1983.4!                   *  +               !!         0.   .   .          !
 1984.1!                    +  *              !!          .   .   .0         !
 1984.2!                      * +             !!          . 0 .   .          !
 1984.3!                       +*             !!          .   .0  .          !
 1984.4!                    *   +             !!        0 .   .   .          !
 1985.1!                     +   *            !!          .   .   .0         !
 1985.2!                       *+             !!          . 0 .   .          !
 1985.3!                      +*              !!          .   .0  .          !
 1985.4!                   *   +              !!       0  .   .   .          !
 1986.1!                   +     *            !!          .   .   .    0     !
 1986.2!                      * +             !!          . 0 .   .          !
 1986.3!                     +*               !!          .   . 0 .          !
 1986.4!                     +                !!          .   .0  .          !
 1987.1!                      +*              !!          .   .0  .          !
 1987.2!                       +              !!          .   0   .          !
 1987.3!                       +  *           !!          .   .  0.          !
 1987.4!                      *   +           !!         0.   .   .          !
 1988.1!                       +*             !!          .   . 0 .          !
 1988.2!                       *+             !!          .  0.   .          !
 1988.3!                        +*            !!          .   . 0 .          !
 1988.4!                      *  +            !!          0   .   .          !
 1989.1!                      +*              !!          .   .0  .          !
 1989.2!                       +              !!          .   0   .          !
 1989.3!                       +  *           !!          .   .   .0         !
 1989.4!                       *  +           !!          .0  .   .          !
 1990.1!                       *+             !!          .  0.   .          !
 1990.2!                        +             !!          .   .0  .          !
 1990.3!                         + *          !!          .   .   0          !
 1990.4!                         * +          !!          0   .   .          !
 1991.1!                        *+            !!          .0  .   .          !
 1991.2!                        +             !!          .   0   .          !
 1991.3!                        +    *        !!          .   .   .   0      !
 1991.4!                         *   +        !!        0 .   .   .          !
 1992.1!                         *+           !!          .0  .   .          !
 1992.2!                         +            !!          .   0   .          !
 1992.3!                          + *         !!          .   .  0.          !
 1992.4!                         *  +         !!          0   .   .          !
 1993.1!                          +*          !!          .   . 0 .          !
 1993.2!                           +*         !!          .   . 0 .          !
 1993.3!                             +*       !!          .   . 0 .          !
 1993.4!                          *   +       !!        0 .   .   .          !
 1994.1!                           +*         !!          .   . 0 .          !
 1994.2!                            +         !!          .  0.   .          !
 1994.3!                           +   *      !!          .   .   .0         !
 1994.4!                           *  +       !!         0.   .   .          !
 1995.1!                            +         !!          .   .0  .          !
 1995.2!                            +         !!          .   0   .          !
 1995.3!                            +  *      !!          .   .   0          !
 1995.4!                            * +       !!          0   .   .          !
 1996.1!                            +*        !!          .   . 0 .          !
 1996.2!                            *+        !!          .  0.   .          !
 1996.3!                            + *       !!          .   .  0.          !
 1996.4!                             *+       !!          . 0 .   .          !
 1997.1!                            +         !!          .   0   .          !
 1997.2!                            + *       !!          .   .  0.          !
 1997.3!                             +  *     !!          .   .   .0         !
 1997.4!                              *+      !!          . 0 .   .          !
 1998.1!                             + *      !!          .   .  0.          !
 1998.2!                              +       !!          .   0   .          !
 1998.3!                             +    *   !!          .   .   .  0       !
 1998.4!                              *  +    !!         0.   .   .          !
 1999.1!                             +  *     !!          .   .   0          !
 1999.2!                               +*     !!          .   .0  .          !
 1999.3!                               +  *   !!          .   .   .0         !
 1999.4!                               * +    !!          0   .   .          !
 2000.1!                               +      !!          .   .0  .          !
 2000.2!                              +*      !!          .   .0  .          !
 2000.3!                               +  *   !!          .   .   .0         !
 2000.4!                                *+    !!          .0  .   .          !
 2001.1!                               +*     !!          .   . 0 .          !
 2001.2!                               +*     !!          .   .0  .          !
 2001.3!                               +  *   !!          .   .   0          !
 2001.4!                              *  +    !!          .0  .   .          !
 2002.1!                              + *     !!          .   .  0.          !
 2002.2!                               +*     !!          .   . 0 .          !
 2002.3!                               +  *   !!          .   .   0          !
 2002.4!                              * +     !!          0   .   .          !
 2003.1!                              + *     !!          .   .  0.          !
 2003.2!                               +*     !!          .   . 0 .          !
 2003.3!                                + *   !!          .   .   0          !
 2003.4!                               * +    !!         0.   .   .          !
 2004.1!                               +*     !!          .   .0  .          !
 2004.2!                                +     !!          .   .0  .          !
 2004.3!                                + *   !!          .   . 0 .          !
 2004.4!                               * +    !!          .0  .   .          !
 2005.1!                                +     !!          .   .0  .          !
 2005.2!                                + *   !!          .   .  0.          !
 2005.3!                                  +*  !!          .   .0  .          !
 2005.4!                                * +   !!          0   .   .          !
 2006.1!                                +*    !!          .   . 0 .          !
 2006.2!                                *+    !!          .  0.   .          !
 2006.3!                                 +  * !!          .   .   .0         !
 2006.4!                                *  +  !!         0.   .   .          !
 2007.1!                                 +    !!          .   0   .          !
 2007.2!                                 +    !!          .   0   .          !
 2007.3!                                 + *  !!          .   .  0.          !
 2007.4!                                *  +  !!         0.   .   .          !
 2008.1!                                 +*   !!          .   .  0.          !
 2008.2!                                  *+  !!          .  0.   .          !
 2008.3!                                   +  *!          .   .   .0         !
 2008.4!                                  *  +!!         0.   .   .          !
 2009.1!                                  +   *!          .   .   . 0        !
 2009.2!                                    *+!!          .  0.   .          !
 2009.3!                                    + *!          .   .  0.          !
 2009.4!                                 *   +!!        0 .   .   .          !
 2010.1!                                  +  *!!          .   .   .0         !
 2010.2!                                   *+ !!          . 0 .   .          !
 2010.3!                                   + *!!          .   .  0.          !
 2010.4!                                  *  +!!         0.   .   .          !
 2011.1!                                  *+  !!          .  0.   .          !
 2011.2!                                   +  !!          .  0.   .          !
 2011.3!                                   + *!!          .   .  0.          !
 2011.4!                                 *   +!!        0 .   .   .          !
 2012.1!                                  +   !!          .  0.   .          !
 2012.2!                                  +   !!          .   0   .          !
 2012.3!                                   +  !!          .   .0  .          !
 2012.4!                                 *  + !!          .0  .   .          !


     29.79 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOSP=POPX$Q/SPPMM;                                                     
 GENR LAAPOSP=LOG(AAPOSP+.00001);                                             
 GENR LAPOSP=LOG(APOSP+.00001);                                               
 LHS AAPOSP=EXP(LAAPOSP)-.00001;                                              
  EQ 1218 LAAPOSP C LAPOSP(-1) PPOSP;                                         
EQUATION 932  LAAPOSP  
   RHS     C  LAPOSP(-1)  PPOSP  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  932 PLOT=0;END;                                                     

Equation number =  932
**********************

Dependent variable = LAAPOSP 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.433088990

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.063593176       0.064623046   0.98406     1.000000
13205 LAPOSP  ( -1)       0.941046511       0.025696254  36.62193    -4.445333
13203 PPOSP   (  0)      -0.225437509       0.104344636  -2.16051     1.390263

SE of equation            =     0.167069739
Sum of squared residuals  =  5.16377507       0.130073730E-10
Average absolute error    =     0.124450463
Sum of ABS residuals      =  23.3966870    
R squared                 =   0.97848
Durbin-Watson statistic   =   2.32485
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!      *    +                          !! 0       .    .    .         !
 1966.2!      +*                              !!         .    . 0  .         !
 1966.3!    *  +                              !!       0 .    .    .         !
 1966.4!     + *                              !!         .    .    0         !
 1967.1!   *   +                              !!     0   .    .    .         !
 1967.2!    +                                 !!         .    .0   .         !
 1967.3!     +                                !!         .    . 0  .         !
 1967.4!    * +                               !!         . 0  .    .         !
 1968.1! *  +                                 !!      0  .    .    .         !
 1968.2! +*                                   !!         .    0    .         !
 1968.3! + *                                  !!         .    .  0 .         !
 1968.4!   +*                                 !!         .    .   0.         !
 1969.1!   *+                                 !!         .0   .    .         !
 1969.2!* +                                   !!         0    .    .         !
 1969.3!+ *                                   !!         .    .  0 .         !
 1969.4!  +*                                  !!         .    .  0 .         !
 1970.1! * +                                  !!        0.    .    .         !
 1970.2! +  *                                 !!         .    .    . 0       !
 1970.3! *  +                                 !!       0 .    .    .         !
 1970.4! +  *                                 !!         .    .    .   0     !
 1971.1!    +                                 !!         .   0.    .         !
 1971.2!   *+                                 !!         .  0 .    .         !
 1971.3!    +  *                              !!         .    .    . 0       !
 1971.4!      *+                              !!         . 0  .    .         !
 1972.1!     *+                               !!         . 0  .    .         !
 1972.2!      +                               !!         .    . 0  .         !
 1972.3!       +*                             !!         .    . 0  .         !
 1972.4!       *+                             !!         .  0 .    .         !
 1973.1!     *  +                             !!       0 .    .    .         !
 1973.2!      +    *                          !!         .    .    .      0  !
 1973.3!        *   +                         !!      0  .    .    .         !
 1973.4!    *   +                             !!  0      .    .    .         !
 1974.1!   +    *                             !!         .    .    .      0  !
 1974.2!    *   +                             !!   0     .    .    .         !
 1974.3!   *+                                 !!         . 0  .    .         !
 1974.4!   + *                                !!         .    .    0         !
 1975.1!     +     *                          !!         .    .    .       0 !
 1975.2!      *    +                          !!  0      .    .    .         !
 1975.3!     *+                               !!         .  0 .    .         !
 1975.4*      +                               !0         .    .    .         !
 1976.1!+  *                                  !!         .    .    .  0      !
 1976.2! *  +                                 !!       0 .    .    .         !
 1976.3* +                                    !!         0    .    .         !
 1976.4+ *                                    !!         .    .  0 .         !
 1977.1! +  *                                 !!         .    .    . 0       !
 1977.2!   * +                                !!         .0   .    .         !
 1977.3!*  +                                  !!      0  .    .    .         !
 1977.4! +                                    !!         .    .0   .         !
 1978.1!  + *                                 !!         .    .   0.         !
 1978.2!    +                                 !!         .   0.    .         !
 1978.3!     +                                !!         .    .0   .         !
 1978.4!     *+                               !!         .   0.    .         !
 1979.1!      +*                              !!         .    .   0.         !
 1979.2!        + *                           !!         .    .  0 .         !
 1979.3!          *+                          !!         .  0 .    .         !
 1979.4!           + *                        !!         .    .    .0        !
 1980.1!            * +                       !!         0    .    .         !
 1980.2!             + *                      !!         .    .  0 .         !
 1980.3!                + *                   !!         .    .   0.         !
 1980.4!                * +                   !!         0    .    .         !
 1981.1!            *    +                    !! 0       .    .    .         !
 1981.2!      *     +                         !!0        .    .    .         !
 1981.3!     *+                               !!         .  0 .    .         !
 1981.4!     +  *                             !!         .    .    .0        !
 1982.1!        +*                            !!         .    . 0  .         !
 1982.2!        *+                            !!         .  0 .    .         !
 1982.3!        +  *                          !!         .    .    . 0       !
 1982.4!           +*                         !!         .    .  0 .         !
 1983.1!            +                         !!         .    0    .         !
 1983.2!            +                         !!         .   0.    .         !
 1983.3!            + *                       !!         .    .    .0        !
 1983.4!              +                       !!         .   0.    .         !
 1984.1!              +*                      !!         .    .   0.         !
 1984.2!               +                      !!         .    0    .         !
 1984.3!               +*                     !!         .    .  0 .         !
 1984.4!                +                     !!         .    . 0  .         !
 1985.1!             *  +                     !!        0.    .    .         !
 1985.2!             +*                       !!         .    .  0 .         !
 1985.3!              + *                     !!         .    .   0.         !
 1985.4!                +                     !!         .    0    .         !
 1986.1!                + *                   !!         .    .    .0        !
 1986.2!                  +*                  !!         .    . 0  .         !
 1986.3!                  +  *                !!         .    .    .0        !
 1986.4!                     + *              !!         .    .    .0        !
 1987.1!                       +*             !!         .    .0   .         !
 1987.2!                        +             !!         .    .0   .         !
 1987.3!                        +*            !!         .    0    .         !
 1987.4!                         + *          !!         .    .    0         !
 1988.1!                           +          !!         .  0 .    .         !
 1988.2!                           +          !!         .    0    .         !
 1988.3!                          *+          !!         . 0  .    .         !
 1988.4!                          + *         !!         .    .    0         !
 1989.1!                           *+         !!         .  0 .    .         !
 1989.2!                           +          !!         .   0.    .         !
 1989.3!                           +          !!         .    .0   .         !
 1989.4!                           +*         !!         .    .  0 .         !
 1990.1!                             +        !!         .    .0   .         !
 1990.2!                             +        !!         .    .0   .         !
 1990.3!                              +       !!         .    . 0  .         !
 1990.4!                               +*     !!         .    . 0  .         !
 1991.1!                              * +     !!         0    .    .         !
 1991.2!                            * +       !!         .0   .    .         !
 1991.3!                            + *       !!         .    .    0         !
 1991.4!                              + *     !!         .    .   0.         !
 1992.1!                               *+     !!         .0   .    .         !
 1992.2!                             * +      !!         0    .    .         !
 1992.3!                             + *      !!         .    .    0         !
 1992.4!                               +      !!         .    0    .         !
 1993.1!                              *+      !!         . 0  .    .         !
 1993.2!                             *+       !!         .   0.    .         !
 1993.3!                              +*      !!         .    .  0 .         !
 1993.4!                               +*     !!         .    . 0  .         !
 1994.1!                             * +      !!        0.    .    .         !
 1994.2!                             +*       !!         .    . 0  .         !
 1994.3!                              + *     !!         .    .  0 .         !
 1994.4!                               *+     !!         .  0 .    .         !
 1995.1!                               +*     !!         .    . 0  .         !
 1995.2!                                +     !!         .    .0   .         !
 1995.3!                               *+     !!         . 0  .    .         !
 1995.4!                               +      !!         .    .0   .         !
 1996.1!                             * +      !!         0    .    .         !
 1996.2!                             + *      !!         .    .    0         !
 1996.3!                               +      !!         .   0.    .         !
 1996.4!                              *+      !!         .   0.    .         !
 1997.1!                             *+       !!         . 0  .    .         !
 1997.2!                             +        !!         .   0.    .         !
 1997.3!                             +        !!         .    0    .         !
 1997.4!                             +*       !!         .    .  0 .         !
 1998.1!                            * +       !!         .0   .    .         !
 1998.2!                            + *       !!         .    .   0.         !
 1998.3!                             *+       !!         .   0.    .         !
 1998.4!                             +        !!         .   0.    .         !
 1999.1!                             +*       !!         .    .  0 .         !
 1999.2!                             *+       !!         . 0  .    .         !
 1999.3!                             +*       !!         .    . 0  .         !
 1999.4!                              +*      !!         .    .  0 .         !
 2000.1!                               +      !!         .    0    .         !
 2000.2!                            * +       !!         .0   .    .         !
 2000.3!                            +         !!         .   0.    .         !
 2000.4!                           +*         !!         .    . 0  .         !
 2001.1!                            +*        !!         .    . 0  .         !
 2001.2!                            +         !!         .    0    .         !
 2001.3!                            +         !!         .   0.    .         !
 2001.4!                            +*        !!         .    .   0.         !
 2002.1!                             +        !!         .    .0   .         !
 2002.2!                             +*       !!         .    . 0  .         !
 2002.3!                              +       !!         .    0    .         !
 2002.4!                              +*      !!         .    . 0  .         !
 2003.1!                               +*     !!         .    . 0  .         !
 2003.2!                                +     !!         .    .0   .         !
 2003.3!                                +*    !!         .    .0   .         !
 2003.4!                                 +*   !!         .    .   0.         !
 2004.1!                                 * +  !!         . 0  .    .         !
 2004.2!                                * +   !!         . 0  .    .         !
 2004.3!                                 +    !!         .    . 0  .         !
 2004.4!                                  +   !!         .    .0   .         !
 2005.1!                                  +   !!         .    0    .         !
 2005.2!                                 *+   !!         .  0 .    .         !
 2005.3!                                 +*   !!         .    .0   .         !
 2005.4!                                  +*  !!         .    .  0 .         !
 2006.1!                                  *+  !!         .0   .    .         !
 2006.2!                                  +   !!         .    .0   .         !
 2006.3!                                   +  !!         .    .0   .         !
 2006.4!                                   +* !!         .    .  0 .         !
 2007.1!                                   *+ !!         .0   .    .         !
 2007.2!                                   +  !!         .    0    .         !
 2007.3!                                   +* !!         .    .0   .         !
 2007.4!                                    +*!!         .    .  0 .         !
 2008.1!                                    *+!!         . 0  .    .         !
 2008.2!                                     +!!         .    0    .         !
 2008.3!                                     +!!         .   0.    .         !
 2008.4!                                    *+!!         .   0.    .         !
 2009.1!                                   *+ !!         . 0  .    .         !
 2009.2!                                   +* !!         .    .  0 .         !
 2009.3!                                    + !!         .    0    .         !
 2009.4!                                    + *!         .    .   0.         !
 2010.1!                                    * +!         .0   .    .         !
 2010.2!                                    + !!         .   0.    .         !
 2010.3!                                    + !!         .    0    .         !
 2010.4!                                    +*!!         .    . 0  .         !
 2011.1!                                    *+!!         .   0.    .         !
 2011.2!                                    +*!!         .    0    .         !
 2011.3!                                    *+!!         .    0    .         !
 2011.4!                                    +*!!         .    .0   .         !
 2012.1!                                    *+!!         .  0 .    .         !
 2012.2!                                   *+ !!         .   0.    .         !
 2012.3!                                   +* !!         .    .0   .         !
 2012.4!                                    +*!!         .    . 0  .         !


     24.47 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ  1219 LAANZSP C LANZSP(-1) PNZSP;SMPL 1972.3 2012.4;OLS;EST 1219 PLOT=0;EN
@@EQ 1220 LAASASP C LASASP(-1) PSASP;SMPL 1992.3 2012.4;OLS;EST 1220 PLOT=0;EN
@@EQ 1221 LAAVESP C LAVESP(-1) PVESP;SMPL 1992.3 2012.4;OLS;EST 1221 PLOT=0;EN
@@EQ 1222 LAACOSP C LACOSP(-1) PCOSP;SMPL 1992.2 2012.4;OLS;EST 1222 PLOT=0;EN
@@EQ 1223 LAAJOSP C LAJOSP(-1) PJOSP;SMPL 1992.3 2012.4;OLS;EST 1223 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSYSP=SYPX$Q/SPPMM;                                                     
 GENR LAASYSP=LOG(AASYSP+.00001);                                             
 GENR LASYSP=LOG(ASYSP+.00001);                                               
 LHS AASYSP=EXP(LAASYSP)-.00001;                                              
  EQ 1224 LAASYSP C LASYSP(-1) PSYSP;                                         
EQUATION 933  LAASYSP  
   RHS     C  LASYSP(-1)  PSYSP  
 SMPL 1980.3 2012.4;                                                          
Sample period is now  1980.3 to  2012.4 Internally:   115 to   244
 OLS;EST  933 PLOT=0;END;                                                     

Equation number =  933
**********************

Dependent variable = LAASYSP 

 1980.3 -   2012.4,    0 missing obs.,  130 obs. used.

Mean of dependent variable       -7.843949326

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.260950115       0.548061868  -5.94997     1.000000
13208 LASYSP  ( -1)       0.543165654       0.074288319   7.31159    -7.854873
13206 PSYSP   (  0)      -0.131835389       0.050628730  -2.60396     2.400737

SE of equation            =     1.230729183
Sum of squared residuals  =  192.366179      -0.564259750E-11
Average absolute error    =     0.973043477
Sum of ABS residuals      =  126.495652    
R squared                 =   0.44091
Durbin-Watson statistic   =   2.27425
SMPL and No. Obs.         = 1980.3   2012.4    130

Plot of actual(*) and fitted(+) values and residuals(0)


 1980.3*       +                              !!         0    .    .         !
 1980.4!      +                *              !!         .    .    .      0  !
 1981.1*                  +                   !! 0       .    .    .         !
 1981.2*    +                                 !!         . 0  .    .         !
 1981.3*   +                                  !!         . 0  .    .         !
 1981.4!*   +                                 !!         . 0  .    .         !
 1982.1*     +                                !!         .0   .    .         !
 1982.2!*    +                                !!         .0   .    .         !
 1982.3!*     +                               !!         .0   .    .         !
 1982.4!      +      *                        !!         .    .    0         !
 1983.1!             + *                      !!         .    .0   .         !
 1983.2!              +           *           !!         .    .    .   0     !
 1983.3!                    + *               !!         .    .0   .         !
 1983.4!                  +     *             !!         .    .   0.         !
 1984.1!                   +    *             !!         .    .  0 .         !
 1984.2!                   +    *             !!         .    .  0 .         !
 1984.3!           *       +                  !!         0    .    .         !
 1984.4!            +           *             !!         .    .    .  0      !
 1985.1!                  +   *               !!         .    . 0  .         !
 1985.2!              *   +                   !!         .  0 .    .         !
 1985.3!              +    *                  !!         .    .   0.         !
 1985.4!                 +     *              !!         .    .   0.         !
 1986.1!                    +      *          !!         .    .    0         !
 1986.2!                *     +               !!         .0   .    .         !
 1986.3!             *  +                     !!         .  0 .    .         !
 1986.4!               + *                    !!         .    . 0  .         !
 1987.1!             *    +                   !!         .0   .    .         !
 1987.2!           *    +                     !!         .0   .    .         !
 1987.3!  *           +                       !!      0  .    .    .         !
 1987.4!       *  +                           !!         .  0 .    .         !
 1988.1!           *  +                       !!         . 0  .    .         !
 1988.2!       *         +                    !!       0 .    .    .         !
 1988.3!       *       +                      !!        0.    .    .         !
 1988.4!              +                       !!         .    0    .         !
 1989.1!              *   +                   !!         . 0  .    .         !
 1989.2!           *      +                   !!         0    .    .         !
 1989.3!                 +   *                !!         .    .  0 .         !
 1989.4!                      + *             !!         .    .0   .         !
 1990.1!                   *   +              !!         . 0  .    .         !
 1990.2!               *     +                !!         .0   .    .         !
 1990.3!                  +  *                !!         .    . 0  .         !
 1990.4!                   *  +               !!         .  0 .    .         !
 1991.1!                    *+                !!         .   0.    .         !
 1991.2!                    *+                !!         .   0.    .         !
 1991.3!                *     +               !!         .0   .    .         !
 1991.4!              *    +                  !!         .0   .    .         !
 1992.1!       *          +                   !!      0  .    .    .         !
 1992.2!               +                *     !!         .    .    .      0  !
 1992.3!                            + *       !!         .    .0   .         !
 1992.4!                           +*         !!         .    0    .         !
 1993.1!                          +        *  !!         .    .    .0        !
 1993.2!                              +    *  !!         .    .   0.         !
 1993.3!                              +    *  !!         .    .  0 .         !
 1993.4!                              +  *    !!         .    . 0  .         !
 1994.1!                *            +        !!     0   .    .    .         !
 1994.2!                   +              *   !!         .    .    .    0    !
 1994.3!                             +       *!!         .    .    .0        !
 1994.4!                              *+      !!         .   0.    .         !
 1995.1!                           +        * !!         .    .    .0        !
 1995.2!                              +       !!         .    0    .         !
 1995.3!                           +     *    !!         .    .   0.         !
 1995.4!                         *   +        !!         .  0 .    .         !
 1996.1!                        +       *     !!         .    .    .0        !
 1996.2!                            +    *    !!         .    .  0 .         !
 1996.3!                            +     *   !!         .    .   0.         !
 1996.4!                             +    *   !!         .    .  0 .         !
 1997.1!                            *+        !!         .   0.    .         !
 1997.2!                          +     *     !!         .    .    0         !
 1997.3!                            +*        !!         .    0    .         !
 1997.4!                          +    *      !!         .    .  0 .         !
 1998.1!                          * +         !!         .   0.    .         !
 1998.2!                         +  *         !!         .    . 0  .         !
 1998.3!               *          +           !!       0 .    .    .         !
 1998.4!                   +          *       !!         .    .    . 0       !
 1999.1!                           +          !!         .    0    .         !
 1999.2!                         +    *       !!         .    .  0 .         !
 1999.3!                           + *        !!         .    .0   .         !
 1999.4!                          +   *       !!         .    .  0 .         !
 2000.1!                         * +          !!         .  0 .    .         !
 2000.2!                      * +             !!         .   0.    .         !
 2000.3!                      +      *        !!         .    .   0.         !
 2000.4!                          +           !!         .    0    .         !
 2001.1!                         +*           !!         .    .0   .         !
 2001.2!                         +   *        !!         .    .  0 .         !
 2001.3!                          + *         !!         .    .0   .         !
 2001.4!                          + *         !!         .    .0   .         !
 2002.1!                        * +           !!         .   0.    .         !
 2002.2!                       +   *          !!         .    . 0  .         !
 2002.3!                         +  *         !!         .    . 0  .         !
 2002.4!                          +   *       !!         .    .  0 .         !
 2003.1!                        *  +          !!         .  0 .    .         !
 2003.2!                        + *           !!         .    .0   .         !
 2003.3!                *        +            !!        0.    .    .         !
 2003.4!                   + *                !!         .    .0   .         !
 2004.1!                      +      *        !!         .    .    0         !
 2004.2!                           +         *!!         .    .    . 0       !
 2004.3!                               +      *!         .    .    0         !
 2004.4!                  *            +      !!     0   .    .    .         !
 2005.1!                     +     *          !!         .    .   0.         !
 2005.2!               *          +           !!       0 .    .    .         !
 2005.3!                   +        *         !!         .    .    .0        !
 2005.4!                          + *         !!         .    .0   .         !
 2006.1!                        * +           !!         .   0.    .         !
 2006.2!                        +             !!         .    0    .         !
 2006.3!                        + *           !!         .    .0   .         !
 2006.4!                      *  +            !!         .  0 .    .         !
 2007.1!              *        +              !!        0.    .    .         !
 2007.2!                 * +                  !!         .   0.    .         !
 2007.3!              *     +                 !!         .0   .    .         !
 2007.4!                   +      *           !!         .    .    0         !
 2008.1!              *          +            !!      0  .    .    .         !
 2008.2!                  +        *          !!         .    .    .0        !
 2008.3!                          +      *    !!         .    .    0         !
 2008.4!       *                     +        !0         .    .    .         !
 2009.1!               +      *               !!         .    .    0         !
 2009.2!                       +              !!         .    0    .         !
 2009.3!                        +    *        !!         .    .   0.         !
 2009.4!                           +   *      !!         .    .  0 .         !
 2010.1!                            + *       !!         .    .0   .         !
 2010.2!          *                +          !!  0      .    .    .         !
 2010.3!                +              *      !!         .    .    .    0    !
 2010.4!          *                 +         !!  0      .    .    .         !
 2011.1!               * +                    !!         .   0.    .         !
 2011.2!                   +              *   !!         .    .    .    0    !
 2011.3!                           * +        !!         .  0 .    .         !
 2011.4!            *             +           !!    0    .    .    .         !
 2012.1!        *        +                    !!        0.    .    .         !
 2012.2!       *        +                     !!        0.    .    .         !
 2012.3!        *      +                      !!         0    .    .         !
 2012.4!         *     +                      !!         0    .    .         !


     26.15 percent of the residuals exceed 1 SE
      4.62 percent of the residuals exceed 2 SE
@@EQ 1225 LAAIDSP C LAIDSP(-1) PIDSP;SMPL 1992.3 2012.4;OLS;EST 1225 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMASP=MAPX$Q/SPPMM;                                                     
 GENR LAAMASP=LOG(AAMASP+.00001);                                             
 GENR LAMASP=LOG(AMASP+.00001);                                               
 LHS AAMASP=EXP(LAAMASP)-.00001;                                              
  EQ 1226 LAAMASP C LAMASP(-1) PMASP;                                         
EQUATION 934  LAAMASP  
   RHS     C  LAMASP(-1)  PMASP  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST  934 PLOT=0;END;                                                     

Equation number =  934
**********************

Dependent variable = LAAMASP 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -6.182737977

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.435818782       0.286367497  -5.01390     1.000000
13211 LAMASP  ( -1)       0.753646781       0.048099367  15.66854    -6.183006
13209 PMASP   (  0)      -0.059244865       0.026726029  -2.21675     1.470448

SE of equation            =     0.181322813
Sum of squared residuals  =  5.88515532      -0.360040886E-10
Average absolute error    =     0.139892764
Sum of ABS residuals      =  25.4604830    
R squared                 =   0.63607
Durbin-Watson statistic   =   2.25067
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3!               +*                     !!          .   .0  .          !
 1967.4!                +  *                  !!          .   .  0.          !
 1968.1!                  +   *               !!          .   .   0          !
 1968.2!                     + *              !!          .   . 0 .          !
 1968.3!                     +   *            !!          .   .   0          !
 1968.4!                       +     *        !!          .   .   . 0        !
 1969.1!                          +  *        !!          .   .  0.          !
 1969.2!                         *+           !!          .   0   .          !
 1969.3!                       + *            !!          .   . 0 .          !
 1969.4!                       +*             !!          .   .0  .          !
 1970.1!                    * +               !!          . 0 .   .          !
 1970.2!                 * +                  !!          . 0 .   .          !
 1970.3!                 +*                   !!          .   .0  .          !
 1970.4!                  +  *                !!          .   .   0          !
 1971.1!                    +     *           !!          .   .   . 0        !
 1971.2!                        +*            !!          .   . 0 .          !
 1971.3!                        +*            !!          .   .0  .          !
 1971.4!                       +              !!          .   0   .          !
 1972.1!                    * +               !!          . 0 .   .          !
 1972.2!                    +*                !!          .   .0  .          !
 1972.3!                    +  *              !!          .   .  0.          !
 1972.4!                      +   *           !!          .   .   0          !
 1973.1!                        +  *          !!          .   .  0.          !
 1973.2!                         +            !!          .   .0  .          !
 1973.3!                       *+             !!          .  0.   .          !
 1973.4!                  *  +                !!          .0  .   .          !
 1974.1!                +        *            !!          .   .   .      0   !
 1974.2!                 *    +               !!        0 .   .   .          !
 1974.3!            *   +                     !!         0.   .   .          !
 1974.4!            +*                        !!          .   . 0 .          !
 1975.1!         *   +                        !!         0.   .   .          !
 1975.2!          +  *                        !!          .   .  0.          !
 1975.3!              +  *                    !!          .   .  0.          !
 1975.4!                 +*                   !!          .   . 0 .          !
 1976.1!                  +                   !!          .   0   .          !
 1976.2!             *    +                   !!         0.   .   .          !
 1976.3!              +  *                    !!          .   .   0          !
 1976.4!                *+                    !!          .  0.   .          !
 1977.1!                +     *               !!          .   .   . 0        !
 1977.2!                 *  +                 !!          .0  .   .          !
 1977.3!                +*                    !!          .   .0  .          !
 1977.4!               * +                    !!          . 0 .   .          !
 1978.1!               +                      !!          .   0   .          !
 1978.2!               +      *               !!          .   .   .   0      !
 1978.3!               *    +                 !!        0 .   .   .          !
 1978.4!               +   *                  !!          .   .   .0         !
 1979.1!                  +    *              !!          .   .   . 0        !
 1979.2!                    *+                !!          .  0.   .          !
 1979.3!                   +    *             !!          .   .   .0         !
 1979.4!                      +     *         !!          .   .   . 0        !
 1980.1!                      *  +            !!          .0  .   .          !
 1980.2!                 *   +                !!          0   .   .          !
 1980.3!                 +   *                !!          .   .  0.          !
 1980.4!                 *  +                 !!          . 0 .   .          !
 1981.1!            *    +                    !!        0 .   .   .          !
 1981.2!             +                        !!          .   0   .          !
 1981.3!           * +                        !!          . 0 .   .          !
 1981.4! *          +                         !! 0        .   .   .          !
 1982.1!   *+                                 !!          .  0.   .          !
 1982.2! *    +                               !!        0 .   .   .          !
 1982.3!    *+                                !!          .  0.   .          !
 1982.4!   *   +                              !!          0   .   .          !
 1983.1! *    +                               !!         0.   .   .          !
 1983.2!     +       *                        !!          .   .   .    0     !
 1983.3!             *+                       !!          . 0 .   .          !
 1983.4!              +                       !!          .   0   .          !
 1984.1!           *  +                       !!          .0  .   .          !
 1984.2!         * +                          !!          . 0 .   .          !
 1984.3!          *+                          !!          .  0.   .          !
 1984.4!        *  +                          !!          .0  .   .          !
 1985.1!        * +                           !!          . 0 .   .          !
 1985.2*          +                           !!  0       .   .   .          !
 1985.3!   +   *                              !!          .   .   0          !
 1985.4!         + *                          !!          .   . 0 .          !
 1986.1!             +*                       !!          .   .0  .          !
 1986.2!               +*                     !!          .   .0  .          !
 1986.3!           *     +                    !!       0  .   .   .          !
 1986.4!             +*                       !!          .   .0  .          !
 1987.1!                +*                    !!          .   . 0 .          !
 1987.2!             *    +                   !!         0.   .   .          !
 1987.3!               +  *                   !!          .   .  0.          !
 1987.4!              *    +                  !!         0.   .   .          !
 1988.1!                +  *                  !!          .   .   0          !
 1988.2!                 *  +                 !!          .0  .   .          !
 1988.3!                * +                   !!          . 0 .   .          !
 1988.4!                 +   *                !!          .   .   0          !
 1989.1!                  *  +                !!          .0  .   .          !
 1989.2!               *   +                  !!          0   .   .          !
 1989.3!                 + *                  !!          .   . 0 .          !
 1989.4!                *   +                 !!          0   .   .          !
 1990.1!                *+                    !!          . 0 .   .          !
 1990.2!                 + *                  !!          .   . 0 .          !
 1990.3!                    +  *              !!          .   .  0.          !
 1990.4!             *        +               !!   0      .   .   .          !
 1991.1!              *+                      !!          .  0.   .          !
 1991.2!               *+                     !!          .  0.   .          !
 1991.3!                 +      *             !!          .   .   .   0      !
 1991.4!                     *  +             !!          .0  .   .          !
 1992.1!                   *  +               !!          .0  .   .          !
 1992.2!                   *+                 !!          .  0.   .          !
 1992.3!                  * +                 !!          .  0.   .          !
 1992.4!                   + *                !!          .   . 0 .          !
 1993.1!                     +*               !!          .   .0  .          !
 1993.2!                      +               !!          .   0   .          !
 1993.3!                     *+               !!          .  0.   .          !
 1993.4!                     +*               !!          .   .0  .          !
 1994.1!                      +  *            !!          .   .  0.          !
 1994.2!                        +             *!          .   .   .          0
 1994.3!                      *           +   !! 0        .   .   .          !
 1994.4!                      +*              !!          .   .0  .          !
 1995.1!                      +*              !!          .   .0  .          !
 1995.2!                      +  *            !!          .   .  0.          !
 1995.3!                        +        *    !!          .   .   .    0     !
 1995.4!                              +*      !!          .   . 0 .          !
 1996.1!                          *  +        !!          .0  .   .          !
 1996.2!                         +*           !!          .   . 0 .          !
 1996.3!                         +*           !!          .   . 0 .          !
 1996.4!                        *+            !!          . 0 .   .          !
 1997.1!                     * +              !!          . 0 .   .          !
 1997.2!                *    +                !!         0.   .   .          !
 1997.3!                 +        *           !!          .   .   .    0     !
 1997.4!                         +  *         !!          .   .  0.          !
 1998.1!                       *  +           !!          .0  .   .          !
 1998.2!                     * +              !!          . 0 .   .          !
 1998.3!                     +  *             !!          .   .  0.          !
 1998.4!                       +              !!          .   0   .          !
 1999.1!                   *  +               !!          0   .   .          !
 1999.2!                  *+                  !!          . 0 .   .          !
 1999.3!                  + *                 !!          .   . 0 .          !
 1999.4!                     +*               !!          .   . 0 .          !
 2000.1!                   *  +               !!          .0  .   .          !
 2000.2!                  *+                  !!          .  0.   .          !
 2000.3!                   +                  !!          .   0   .          !
 2000.4!                *  +                  !!          0   .   .          !
 2001.1!                *+                    !!          .  0.   .          !
 2001.2!                *+                    !!          .  0.   .          !
 2001.3!            *    +                    !!         0.   .   .          !
 2001.4!           *  +                       !!          .0  .   .          !
 2002.1!          *  +                        !!          .0  .   .          !
 2002.2!            *+                        !!          .   0   .          !
 2002.3!           *  +                       !!          0   .   .          !
 2002.4!           * +                        !!          .0  .   .          !
 2003.1!             +*                       !!          .   .0  .          !
 2003.2!               + *                    !!          .   .0  .          !
 2003.3!                 *+                   !!          .   0   .          !
 2003.4!                  + *                 !!          .   . 0 .          !
 2004.1!                    +   *             !!          .   .   .0         !
 2004.2!                      * +             !!          .  0.   .          !
 2004.3!                     *+               !!          .  0.   .          !
 2004.4!                     + *              !!          .   . 0 .          !
 2005.1!                     * +              !!          . 0 .   .          !
 2005.2!                  *  +                !!          .0  .   .          !
 2005.3!                  *+                  !!          .  0.   .          !
 2005.4!                   +   *              !!          .   .   0          !
 2006.1!                       +    *         !!          .   .   . 0        !
 2006.2!                          +  *        !!          .   .  0.          !
 2006.3!                           +   *      !!          .   .   0          !
 2006.4!                          * +         !!          . 0 .   .          !
 2007.1!                       * +            !!          .0  .   .          !
 2007.2!                      +               !!          .  0.   .          !
 2007.3!                      +      *        !!          .   .   .   0      !
 2007.4!                          *+          !!          .  0.   .          !
 2008.1!                         +    *       !!          .   .   . 0        !
 2008.2!                         *  +         !!          0   .   .          !
 2008.3!                        +      *      !!          .   .   .   0      !
 2008.4!                         *   +        !!          0   .   .          !
 2009.1!                 *      +             !!      0   .   .   .          !
 2009.2!                * +                   !!          . 0 .   .          !
 2009.3!              *   +                   !!          .0  .   .          !
 2009.4!                +  *                  !!          .   .  0.          !
 2010.1!                  * +                 !!          . 0 .   .          !
 2010.2!                   +    *             !!          .   .   . 0        !
 2010.3!                     *  +             !!          .0  .   .          !
 2010.4!                     +                !!          .   0   .          !
 2011.1!                     +                !!          .   0   .          !
 2011.2!                     +   *            !!          .   .   0          !
 2011.3!                   *    +             !!         0.   .   .          !
 2011.4!                    + *               !!          .   . 0 .          !
 2012.1!               *      +               !!      0   .   .   .          !
 2012.2!                +       *             !!          .   .   .   0      !
 2012.3!                 *     +              !!        0 .   .   .          !
 2012.4!                * +                   !!          . 0 .   .          !


     24.18 percent of the residuals exceed 1 SE
      4.95 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPASP=PAPX$Q/SPPMM;                                                     
 GENR LAAPASP=LOG(AAPASP+.00001);                                             
 GENR LAPASP=LOG(APASP+.00001);                                               
 LHS AAPASP=EXP(LAAPASP)-.00001;                                              
  EQ 1227 LAAPASP C LAPASP(-1) PPASP;                                         
EQUATION 935  LAAPASP  
   RHS     C  LAPASP(-1)  PPASP  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  935 PLOT=0;END;                                                     

Equation number =  935
**********************

Dependent variable = LAAPASP 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -6.970528293

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.510849742       0.331127827  -7.58272     1.000000
13214 LAPASP  ( -1)       0.586829046       0.052915163  11.09000    -6.986130
13212 PPASP   (  0)      -0.234088168       0.054470118  -4.29755     1.537945

SE of equation            =     0.252393650
Sum of squared residuals  =  10.1287062       0.802913291E-10
Average absolute error    =     0.176696300
Sum of ABS residuals      =  28.6248007    
R squared                 =   0.63891
Durbin-Watson statistic   =   2.26683
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!    *  +                              !!           0  .  .           !
 1972.4*             +                        !!  0        .  .  .           !
 1973.1!          +                 *         !!           .  .  .           0
 1973.2!                           + *        !!           .  . 0.           !
 1973.3!                 *        +           !!      0    .  .  .           !
 1973.4!               * +                    !!           .0 .  .           !
 1974.1!             + *                      !!           .  . 0.           !
 1974.2!                 +*                   !!           .  .0 .           !
 1974.3!             *     +                  !!         0 .  .  .           !
 1974.4!                 +      *             !!           .  .  .  0        !
 1975.1!                   *    +             !!         0 .  .  .           !
 1975.2!                     +   *            !!           .  .  .0          !
 1975.3!                         +            *!           .  .  .       0   !
 1975.4!                            *   +     !!          0.  .  .           !
 1976.1!                           +  *       !!           .  .  0           !
 1976.2!                           +      *   !!           .  .  .  0        !
 1976.3!                             +*       !!           .  .0 .           !
 1976.4!                          + *         !!           .  . 0.           !
 1977.1!                         +            !!           .  0  .           !
 1977.2!                       +    *         !!           .  .  .0          !
 1977.3!                     *   +            !!           0  .  .           !
 1977.4!                     *+               !!           .  0  .           !
 1978.1!                    *+                !!           . 0.  .           !
 1978.2!                    +            *    !!           .  .  .       0   !
 1978.3!                       *   +          !!          0.  .  .           !
 1978.4!                     +   *            !!           .  .  0           !
 1979.1!                       +        *     !!           .  .  .    0      !
 1979.2!                            +   *     !!           .  .  .0          !
 1979.3!                             +*       !!           .  .0 .           !
 1979.4!                        *  +          !!           0  .  .           !
 1980.1!                   *    +             !!          0.  .  .           !
 1980.2!               *      +               !!        0  .  .  .           !
 1980.3!               *    +                 !!          0.  .  .           !
 1980.4!                *   +                 !!           0  .  .           !
 1981.1!                *   +                 !!           0  .  .           !
 1981.2!              *   +                   !!           0  .  .           !
 1981.3!           *    +                     !!          0.  .  .           !
 1981.4!               + *                    !!           .  .0 .           !
 1982.1!                  +                   !!           .  0  .           !
 1982.2!                    +   *             !!           .  .  0           !
 1982.3!                 *      +             !!        0  .  .  .           !
 1982.4!               *    +                 !!          0.  .  .           !
 1983.1!                  *+                  !!           . 0.  .           !
 1983.2!                   *+                 !!           . 0.  .           !
 1983.3!                *    +                !!          0.  .  .           !
 1983.4!                *  +                  !!           0  .  .           !
 1984.1!                   +                  !!           .  0  .           !
 1984.2!                     +                !!           .  0  .           !
 1984.3!                    * +               !!           .0 .  .           !
 1984.4!                     +  *             !!           .  . 0.           !
 1985.1!                        +  *          !!           .  . 0.           !
 1985.2!                     *    +           !!          0.  .  .           !
 1985.3!                  *    +              !!          0.  .  .           !
 1985.4!                      +               !!           .  0  .           !
 1986.1!                       +              !!           .  0  .           !
 1986.2!                     *  +             !!           .0 .  .           !
 1986.3!                   *  +               !!           .0 .  .           !
 1986.4!                     +   *            !!           .  .  0           !
 1987.1!                         +  *         !!           .  .  0           !
 1987.2!                           +*         !!           .  .0 .           !
 1987.3!                            +  *      !!           .  .  0           !
 1987.4!                             *+       !!           . 0.  .           !
 1988.1!                            +    *    !!           .  .  .0          !
 1988.2!                              *+      !!           .  0  .           !
 1988.3!                            *+        !!           . 0.  .           !
 1988.4!                             +*       !!           .  .0 .           !
 1989.1!                             + *      !!           .  .0 .           !
 1989.2!                              +  *    !!           .  .  0           !
 1989.3!                       *       +      !!       0   .  .  .           !
 1989.4!                         +  *         !!           .  . 0.           !
 1990.1!                            +*        !!           .  .0 .           !
 1990.2!                             +        !!           .  0  .           !
 1990.3!                            *+        !!           . 0.  .           !
 1990.4!                             +        !!           .  0  .           !
 1991.1!                             *+       !!           .  0  .           !
 1991.2!                             +        !!           .  0  .           !
 1991.3!                             +        !!           .  0  .           !
 1991.4!                              +   *   !!           .  .  .0          !
 1992.1!                                *+    !!           . 0.  .           !
 1992.2!                               + *    !!           .  . 0.           !
 1992.3!                            *   +     !!           0  .  .           !
 1992.4!                             +  *     !!           .  . 0.           !
 1993.1!                            *  +      !!           .0 .  .           !
 1993.2!                             + *      !!           .  .0 .           !
 1993.3!                             * +      !!           .0 .  .           !
 1993.4!                              + *     !!           .  . 0.           !
 1994.1!                               +      !!           .  0  .           !
 1994.2!                               + *    !!           .  . 0.           !
 1994.3!                              *+      !!           . 0.  .           !
 1994.4!                              +   *   !!           .  .  0           !
 1995.1!                         *     +      !!         0 .  .  .           !
 1995.2!                           +  *       !!           .  .  0           !
 1995.3!                       *     +        !!         0 .  .  .           !
 1995.4!                          +  *        !!           .  . 0.           !
 1996.1!                           * +        !!           . 0.  .           !
 1996.2!                            +*        !!           .  .0 .           !
 1996.3!                       *    +         !!          0.  .  .           !
 1996.4!                          + *         !!           .  . 0.           !
 1997.1!                             +*       !!           .  .0 .           !
 1997.2!                            *+        !!           . 0.  .           !
 1997.3!                         *  +         !!           .0 .  .           !
 1997.4!                          +   *       !!           .  .  0           !
 1998.1!                             +        !!           .  0  .           !
 1998.2!                            + *       !!           .  .0 .           !
 1998.3!                         *   +        !!           0  .  .           !
 1998.4!                          +           !!           . 0.  .           !
 1999.1!                       *  +           !!           0  .  .           !
 1999.2!                         +            !!           .  0  .           !
 1999.3!                       *  +           !!           0  .  .           !
 1999.4!                         *+           !!           . 0.  .           !
 2000.1!                      *   +           !!          0.  .  .           !
 2000.2!                         + *          !!           .  . 0.           !
 2000.3!                         *  +         !!           .0 .  .           !
 2000.4!                         *+           !!           .0 .  .           !
 2001.1!                        * +           !!           .0 .  .           !
 2001.2!                          + *         !!           .  . 0.           !
 2001.3!                          * +         !!           .0 .  .           !
 2001.4!                           *+         !!           .  0  .           !
 2002.1!                          * +         !!           .0 .  .           !
 2002.2!                           + *        !!           .  . 0.           !
 2002.3!                             *+       !!           . 0.  .           !
 2002.4!                             *+       !!           .  0  .           !
 2003.1!                              +       !!           .  .0 .           !
 2003.2!                              + *     !!           .  .0 .           !
 2003.3!                               +*     !!           .  .0 .           !
 2003.4!                              *+      !!           . 0.  .           !
 2004.1!                              +*      !!           .  0  .           !
 2004.2!                              + *     !!           .  . 0.           !
 2004.3!                                +*    !!           .  .0 .           !
 2004.4!                              * +     !!           .0 .  .           !
 2005.1!                              +*      !!           .  .0 .           !
 2005.2!                               + *    !!           .  . 0.           !
 2005.3!                                + *   !!           .  .0 .           !
 2005.4!                                 +    !!           .  0  .           !
 2006.1!                              * +     !!           .0 .  .           !
 2006.2!                              *+      !!           .  0  .           !
 2006.3!                               + *    !!           .  . 0.           !
 2006.4!                               *+     !!           . 0.  .           !
 2007.1!                               + *    !!           .  . 0.           !
 2007.2!                                *+    !!           . 0.  .           !
 2007.3!                               *+     !!           .  0  .           !
 2007.4!                                +*    !!           .  .0 .           !
 2008.1!                                +*    !!           .  0  .           !
 2008.2!                                + *   !!           .  .0 .           !
 2008.3!                                *+    !!           .  0  .           !
 2008.4!                               *+     !!           . 0.  .           !
 2009.1!                               +  *   !!           .  .  0           !
 2009.2!                                 +  * !!           .  . 0.           !
 2009.3!                                  +*  !!           .  .0 .           !
 2009.4!                                 *+   !!           .  0  .           !
 2010.1!                                +*    !!           .  0  .           !
 2010.2!                              * +     !!           . 0.  .           !
 2010.3!                              + *     !!           .  . 0.           !
 2010.4!                               +      !!           .  0  .           !
 2011.1!                               +  *   !!           .  .  0           !
 2011.2!                                +*    !!           .  .0 .           !
 2011.3!                               + *    !!           .  . 0.           !
 2011.4!                             * +      !!           .0 .  .           !
 2012.1!                             +*       !!           .  .0 .           !
 2012.2!                             +        !!           .  0  .           !
 2012.3!                             +    *   !!           .  .  .0          !
 2012.4!                               *+     !!           . 0.  .           !


     22.84 percent of the residuals exceed 1 SE
      4.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPHSP=PHPX$Q/SPPMM;                                                     
 GENR LAAPHSP=LOG(AAPHSP+.00001);                                             
 GENR LAPHSP=LOG(APHSP+.00001);                                               
 LHS AAPHSP=EXP(LAAPHSP)-.00001;                                              
  EQ 1228 LAAPHSP C LAPHSP(-1) PPHSP;                                         
EQUATION 936  LAAPHSP  
   RHS     C  LAPHSP(-1)  PPHSP  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  936 PLOT=0;END;                                                     

Equation number =  936
**********************

Dependent variable = LAAPHSP 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -7.601362808

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.771472548       0.452889210  -8.32758     1.000000
13217 LAPHSP  ( -1)       0.437128122       0.063079042   6.92985    -7.591124
13215 PPHSP   (  0)      -0.373945824       0.104723752  -3.57078     1.368104

SE of equation            =     0.428876169
Sum of squared residuals  =  34.0279321      -0.221067609E-10
Average absolute error    =     0.322877926
Sum of ABS residuals      =  60.7010500    
R squared                 =   0.31956
Durbin-Watson statistic   =   2.09425
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!            *            +            !!     0    .   .   .          !
 1966.2!             +         *              !!          .   .   .  0       !
 1966.3!                 +           *        !!          .   .   .   0      !
 1966.4!                    +      *          !!          .   .   .0         !
 1967.1!               *  +                   !!          . 0 .   .          !
 1967.2!           *  +                       !!          . 0 .   .          !
 1967.3!            + *                       !!          .   . 0 .          !
 1967.4!       *     +                        !!          0   .   .          !
 1968.1!       * +                            !!          . 0 .   .          !
 1968.2!        +       *                     !!          .   .   .0         !
 1968.3!     *      +                         !!         0.   .   .          !
 1968.4!        + *                           !!          .   .0  .          !
 1969.1!          +  *                        !!          .   .  0.          !
 1969.2!   *      +                           !!         0.   .   .          !
 1969.3!      +                               !!          .   0   .          !
 1969.4!       +*                             !!          .   .0  .          !
 1970.1!    *     +                           !!          0   .   .          !
 1970.2!       *   +                          !!          .0  .   .          !
 1970.3!            +       *                 !!          .   .   . 0        !
 1970.4!          *      +                    !!         0.   .   .          !
 1971.1!            *+                        !!          .  0.   .          !
 1971.2!        *      +                      !!         0.   .   .          !
 1971.3!      *      +                        !!         0.   .   .          !
 1971.4!            +    *                    !!          .   .  0.          !
 1972.1!        *        +                    !!        0 .   .   .          !
 1972.2!             +   *                    !!          .   . 0 .          !
 1972.3*                 +                    !! 0        .   .   .          !
 1972.4!        *+                            !!          .  0.   .          !
 1973.1!              +                    *  !!          .   .   .          0
 1973.2!                       *  +           !!          . 0 .   .          !
 1973.3!       *             +                !!    0     .   .   .          !
 1973.4!            +         *               !!          .   .   .  0       !
 1974.1!       *        +                     !!        0 .   .   .          !
 1974.2!            *+                        !!          .  0.   .          !
 1974.3!           *  +                       !!          . 0 .   .          !
 1974.4!              +       *               !!          .   .   . 0        !
 1975.1!             *     +                  !!         0.   .   .          !
 1975.2!                +        *            !!          .   .   .  0       !
 1975.3!                     +  *             !!          .   . 0 .          !
 1975.4!  *                  +                !! 0        .   .   .          !
 1976.1!           +   *                      !!          .   .  0.          !
 1976.2!                +       *             !!          .   .   . 0        !
 1976.3!                *   +                 !!          .0  .   .          !
 1976.4!                +        *            !!          .   .   . 0        !
 1977.1!                    +                 !!          .   0   .          !
 1977.2!                   +             *    !!          .   .   .     0    !
 1977.3!                        +    *        !!          .   .   0          !
 1977.4!                      +      *        !!          .   .   .0         !
 1978.1!                  *   +               !!          .0  .   .          !
 1978.2!                 +*                   !!          .   .0  .          !
 1978.3!                 +                *   !!          .   .   .       0  !
 1978.4!                        +*            !!          .   0   .          !
 1979.1!                    +    *            !!          .   .  0.          !
 1979.2!                     +                *!          .   .   .       0  !
 1979.3!                         *  +         !!          . 0 .   .          !
 1979.4!                      +         *     !!          .   .   .  0       !
 1980.1!                         +     *      !!          .   .   0          !
 1980.2!                         +        *   !!          .   .   . 0        !
 1980.3!                           +  *       !!          .   .  0.          !
 1980.4!                         +*           !!          .   .0  .          !
 1981.1!                       +              !!          .   .0  .          !
 1981.2!                    +         *       !!          .   .   .  0       !
 1981.3!                  *   +               !!          .0  .   .          !
 1981.4!           *      +                   !!         0.   .   .          !
 1982.1!              +      *                !!          .   .   .0         !
 1982.2!                   +       *          !!          .   .   . 0        !
 1982.3!                   *  +               !!          . 0 .   .          !
 1982.4!                  *+                  !!          .  0.   .          !
 1983.1!                  +        *          !!          .   .   . 0        !
 1983.2!                      +   *           !!          .   .  0.          !
 1983.3!                      +    *          !!          .   .  0.          !
 1983.4!                    *  +              !!          . 0 .   .          !
 1984.1!                   +        *         !!          .   .   .  0       !
 1984.2!                       +        *     !!          .   .   . 0        !
 1984.3!                   *     +            !!          0   .   .          !
 1984.4!                   +         *        !!          .   .   .  0       !
 1985.1!              *        +              !!        0 .   .   .          !
 1985.2!                 +        *           !!          .   .   .  0       !
 1985.3!                      +   *           !!          .   .  0.          !
 1985.4!              *        +              !!        0 .   .   .          !
 1986.1!                 +   *                !!          .   .  0.          !
 1986.2!                     +*               !!          .   .0  .          !
 1986.3!                    +    *            !!          .   .  0.          !
 1986.4!                  *   +               !!          .0  .   .          !
 1987.1!                    + *               !!          .   .0  .          !
 1987.2!                      +       *       !!          .   .   . 0        !
 1987.3!                        *+            !!          .  0.   .          !
 1987.4!                     * +              !!          .  0.   .          !
 1988.1!                     +  *             !!          .   . 0 .          !
 1988.2!                     * +              !!          . 0 .   .          !
 1988.3!                   * +                !!          . 0 .   .          !
 1988.4!                    +  *              !!          .   . 0 .          !
 1989.1!                     *+               !!          .  0.   .          !
 1989.2!                     +      *         !!          .   .   .0         !
 1989.3!                 *      +             !!         0.   .   .          !
 1989.4!                   +  *               !!          .   . 0 .          !
 1990.1!                     *+               !!          .   0   .          !
 1990.2!                     +*               !!          .   0   .          !
 1990.3!                      +*              !!          .   .0  .          !
 1990.4!                       +              !!          .   0   .          !
 1991.1!                       +              !!          .   0   .          !
 1991.2!                      + *             !!          .   .0  .          !
 1991.3!                     *+               !!          .   0   .          !
 1991.4!                      +  *            !!          .   . 0 .          !
 1992.1!                       +*             !!          .   .0  .          !
 1992.2!                      + *             !!          .   .0  .          !
 1992.3!                      +*              !!          .   .0  .          !
 1992.4!                      +  *            !!          .   . 0 .          !
 1993.1!                      + *             !!          .   . 0 .          !
 1993.2!                    * +               !!          .  0.   .          !
 1993.3!                    +    *            !!          .   .  0.          !
 1993.4!                  *   +               !!          .0  .   .          !
 1994.1!                   + *                !!          .   . 0 .          !
 1994.2!                  * +                 !!          .  0.   .          !
 1994.3!                   +*                 !!          .   .0  .          !
 1994.4!                   +*                 !!          .   .0  .          !
 1995.1!                *  +                  !!          . 0 .   .          !
 1995.2!                  + *                 !!          .   . 0 .          !
 1995.3!                    +  *              !!          .   . 0 .          !
 1995.4!                     + *              !!          .   . 0 .          !
 1996.1!                     +*               !!          .   .0  .          !
 1996.2!                    +*                !!          .   .0  .          !
 1996.3!                   +   *              !!          .   .  0.          !
 1996.4!            *       +                 !!        0 .   .   .          !
 1997.1!               +     *                !!          .   .   0          !
 1997.2!                 * +                  !!          .  0.   .          !
 1997.3!                 + *                  !!          .   .0  .          !
 1997.4!                 * +                  !!          . 0 .   .          !
 1998.1!                  +*                  !!          .   0   .          !
 1998.2!                  *+                  !!          .   0   .          !
 1998.3!                *  +                  !!          . 0 .   .          !
 1998.4!                 +*                   !!          .   0   .          !
 1999.1!                 *+                   !!          .   0   .          !
 1999.2!             *   +                    !!          .0  .   .          !
 1999.3!                +*                    !!          .   .0  .          !
 1999.4!                 + *                  !!          .   . 0 .          !
 2000.1!                  +*                  !!          .   0   .          !
 2000.2!                  + *                 !!          .   . 0 .          !
 2000.3!                   + *                !!          .   . 0 .          !
 2000.4!                  * +                 !!          .  0.   .          !
 2001.1!               *  +                   !!          . 0 .   .          !
 2001.2!             *   +                    !!          .0  .   .          !
 2001.3!              * +                     !!          . 0 .   .          !
 2001.4!               *+                     !!          .  0.   .          !
 2002.1!            *   +                     !!          .0  .   .          !
 2002.2!            *  +                      !!          . 0 .   .          !
 2002.3!              * +                     !!          . 0 .   .          !
 2002.4!                *+                    !!          .   0   .          !
 2003.1!                * +                   !!          . 0 .   .          !
 2003.2!                  + *                 !!          .   .0  .          !
 2003.3!                    +                 !!          .   0   .          !
 2003.4!                   *+                 !!          .  0.   .          !
 2004.1!              *     +                 !!         0.   .   .          !
 2004.2!             *    +                   !!          .0  .   .          !
 2004.3!                  +  *                !!          .   . 0 .          !
 2004.4!                     +                !!          .   0   .          !
 2005.1!           *         +                !!       0  .   .   .          !
 2005.2!       *        +                     !!        0 .   .   .          !
 2005.3!          *    +                      !!          .0  .   .          !
 2005.4!           *    +                     !!          0   .   .          !
 2006.1!            *   +                     !!          .0  .   .          !
 2006.2!          *     +                     !!         0.   .   .          !
 2006.3!            *  +                      !!          .0  .   .          !
 2006.4!           *    +                     !!          0   .   .          !
 2007.1!             *  +                     !!          . 0 .   .          !
 2007.2!                *+                    !!          .  0.   .          !
 2007.3!           *      +                   !!         0.   .   .          !
 2007.4!               +  *                   !!          .   . 0 .          !
 2008.1!                  +*                  !!          .   0   .          !
 2008.2!                  *+                  !!          .  0.   .          !
 2008.3!              *    +                  !!          0   .   .          !
 2008.4!         *       +                    !!         0.   .   .          !
 2009.1!            * +                       !!          .  0.   .          !
 2009.2!            *   +                     !!          .0  .   .          !
 2009.3!          *     +                     !!          0   .   .          !
 2009.4!           *   +                      !!          .0  .   .          !
 2010.1!             * +                      !!          . 0 .   .          !
 2010.2!               +*                     !!          .   0   .          !
 2010.3!                 +  *                 !!          .   . 0 .          !
 2010.4!               *   +                  !!          .0  .   .          !
 2011.1!                +                     !!          .  0.   .          !
 2011.2!               * +                    !!          . 0 .   .          !
 2011.3!        *       +                     !!        0 .   .   .          !
 2011.4!            *+                        !!          .  0.   .          !
 2012.1!          *    +                      !!          .0  .   .          !
 2012.2!             *+                       !!          .  0.   .          !
 2012.3!          *    +                      !!          0   .   .          !
 2012.4!            *+                        !!          .  0.   .          !


     28.19 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHSP=THPX$Q/SPPMM;                                                     
 GENR LAATHSP=LOG(AATHSP+.00001);                                             
 GENR LATHSP=LOG(ATHSP+.00001);                                               
 LHS AATHSP=EXP(LAATHSP)-.00001;                                              
  EQ 1229 LAATHSP C LATHSP(-1) PTHSP;                                         
EQUATION 937  LAATHSP  
   RHS     C  LATHSP(-1)  PTHSP  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  937 PLOT=0;END;                                                     

Equation number =  937
**********************

Dependent variable = LAATHSP 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.716428443

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.670956698       0.200203982  -3.35137     1.000000
13220 LATHSP  ( -1)       0.786410774       0.042492220  18.50717    -6.722776
13218 PTHSP   (  0)      -0.537629223       0.133338420  -4.03207     1.411025

SE of equation            =     0.426190381
Sum of squared residuals  =  33.6030745      -0.216182627E-11
Average absolute error    =     0.264894302
Sum of ABS residuals      =  49.8001288    
R squared                 =   0.84161
Durbin-Watson statistic   =   2.43619
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                  *+                  !!            .0. .            !
 1966.2!     *           +                    !!       0    . . .            !
 1966.3*       +                              !!          0 . . .            !
 1966.4!  +                         *         !!            . . .            0
 1967.1!      *                  +            !!   0        . . .            !
 1967.2!     *  +                             !!            .0. .            !
 1967.3!       +*                             !!            . .0.            !
 1967.4!          + *                         !!            . .0.            !
 1968.1!       *    +                         !!           0. . .            !
 1968.2!        +                             !!            . 0 .            !
 1968.3!      * +                             !!            .0. .            !
 1968.4!       *+                             !!            . 0 .            !
 1969.1!       +              *               !!            . . .     0      !
 1969.2!                  +   *               !!            . . 0            !
 1969.3!                   +  *               !!            . .0.            !
 1969.4!                    + *               !!            . .0.            !
 1970.1!                  * +                 !!            .0. .            !
 1970.2!                  +                   !!            . 0 .            !
 1970.3!                  +*                  !!            . 0 .            !
 1970.4!                  +                   !!            . 0 .            !
 1971.1!             *    +                   !!           0. . .            !
 1971.2!           *   +                      !!            0 . .            !
 1971.3!              +  *                    !!            . . 0            !
 1971.4!               *   +                  !!           0. . .            !
 1972.1!         *      +                     !!          0 . . .            !
 1972.2!          * +                         !!            .0. .            !
 1972.3!        *    +                        !!           0. . .            !
 1972.4!          *+                          !!            .0. .            !
 1973.1!            +        *                !!            . . .  0         !
 1973.2!                   * +                !!            .0. .            !
 1973.3!          *        +                  !!         0  . . .            !
 1973.4!         +       *                    !!            . . . 0          !
 1974.1!         +    *                       !!            . . .0           !
 1974.2!           +                          !!            . 0 .            !
 1974.3!          + *                         !!            . .0.            !
 1974.4!           + *                        !!            . .0.            !
 1975.1!       *    +                         !!           0. . .            !
 1975.2!        +                             !!            . 0 .            !
 1975.3!        * +                           !!            .0. .            !
 1975.4!         *+                           !!            .0. .            !
 1976.1!           +   *                      !!            . . 0            !
 1976.2!              +                       !!            . 0 .            !
 1976.3!              +  *                    !!            . . 0            !
 1976.4!                +*                    !!            . .0.            !
 1977.1!                 +*                   !!            . .0.            !
 1977.2!                  +                   !!            . 0 .            !
 1977.3!              *   +                   !!            0 . .            !
 1977.4!              *+                      !!            . 0 .            !
 1978.1!               +                      !!            . 0 .            !
 1978.2!       *       +                      !!          0 . . .            !
 1978.3!          +      *                    !!            . . . 0          !
 1978.4!             *   +                    !!           0. . .            !
 1979.1!             *+                       !!            . 0 .            !
 1979.2!               +*                     !!            . .0.            !
 1979.3!            *    +                    !!           0. . .            !
 1979.4!            * +                       !!            .0. .            !
 1980.1!              + *                     !!            . .0.            !
 1980.2!                  +                   !!            . 0 .            !
 1980.3!               *   +                  !!            0 . .            !
 1980.4!                 +                    !!            . 0 .            !
 1981.1!           *       +                  !!         0  . . .            !
 1981.2!            +                         !!            . 0 .            !
 1981.3!            *+                        !!            .0. .            !
 1981.4!             *+                       !!            .0. .            !
 1982.1!             * +                      !!            .0. .            !
 1982.2!             *  +                     !!            0 . .            !
 1982.3!            *   +                     !!            0 . .            !
 1982.4!             *  +                     !!            .0. .            !
 1983.1!            *  +                      !!            0 . .            !
 1983.2!            * +                       !!            .0. .            !
 1983.3!           *  +                       !!            0 . .            !
 1983.4!              +       *               !!            . . .  0         !
 1984.1!             *        +               !!         0  . . .            !
 1984.2!              *+                      !!            .0. .            !
 1984.3!           *    +                     !!           0. . .            !
 1984.4!           *  +                       !!            0 . .            !
 1985.1!              + *                     !!            . .0.            !
 1985.2!                * +                   !!            .0. .            !
 1985.3!                * +                   !!            .0. .            !
 1985.4!                *   +                 !!            0 . .            !
 1986.1!                   + *                !!            . .0.            !
 1986.2!                       + *            !!            . . 0            !
 1986.3!                   *     +            !!           0. . .            !
 1986.4!                     + *              !!            . .0.            !
 1987.1!                         +         *  !!            . . .   0        !
 1987.2!                         *        +   !!         0  . . .            !
 1987.3!                     *    +           !!           0. . .            !
 1987.4!                       +   *          !!            . . 0            !
 1988.1!                           + *        !!            . .0.            !
 1988.2!                            *+        !!            . 0 .            !
 1988.3!                     *      +         !!          0 . . .            !
 1988.4!                      +  *            !!            . . 0            !
 1989.1!                         +*           !!            . 0 .            !
 1989.2!                          +  *        !!            . . 0            !
 1989.3!                            +         !!            . 0 .            !
 1989.4!                           +*         !!            . 0 .            !
 1990.1!                          * +         !!            .0. .            !
 1990.2!                          +  *        !!            . . 0            !
 1990.3!                              +   *   !!            . . 0            !
 1990.4!                                  +   !!            . 0 .            !
 1991.1!                                  +   !!            . 0 .            !
 1991.2!                                 +*   !!            . .0.            !
 1991.3!                                 +*   !!            . 0 .            !
 1991.4!                                  +*  !!            . .0.            !
 1992.1!                                *  +  !!            0 . .            !
 1992.2!                                +    *!!            . . .0           !
 1992.3!                                   *+ !!            .0. .            !
 1992.4!                                  +*  !!            . 0 .            !
 1993.1!                                  +*  !!            . .0.            !
 1993.2!                                  + * !!            . .0.            !
 1993.3!                                  *+  !!            . 0 .            !
 1993.4!                                  +*  !!            . .0.            !
 1994.1!                                  +*  !!            . .0.            !
 1994.2!                                  +   !!            . 0 .            !
 1994.3!                                 +  * !!            . .0.            !
 1994.4!                                 * +  !!            .0. .            !
 1995.1!                                 + *  !!            . .0.            !
 1995.2!                                  +*  !!            . 0 .            !
 1995.3!                                  +*  !!            . 0 .            !
 1995.4!                                  +   *!            . . 0            !
 1996.1!                                   *+ !!            . 0 .            !
 1996.2!                                 + *  !!            . .0.            !
 1996.3!                                *+    !!            . 0 .            !
 1996.4!                               + *    !!            . .0.            !
 1997.1!                                +*    !!            . .0.            !
 1997.2!                               +  *   !!            . . 0            !
 1997.3!                                +     !!            . 0 .            !
 1997.4!                               +*     !!            . .0.            !
 1998.1!                               + *    !!            . .0.            !
 1998.2!                                + *   !!            . .0.            !
 1998.3!                                *+    !!            . 0 .            !
 1998.4!                                +     !!            . 0 .            !
 1999.1!                               +   *  !!            . . 0            !
 1999.2!                                 +*   !!            . 0 .            !
 1999.3!                                 +*   !!            . 0 .            !
 1999.4!                                 +  * !!            . . 0            !
 2000.1!                                   +  !!            . 0 .            !
 2000.2!                                  +   !!            . 0 .            !
 2000.3!                                 +*   !!            . .0.            !
 2000.4!                                *+    !!            .0. .            !
 2001.1!                               +    * !!            . . .0           !
 2001.2!                                  + * !!            . .0.            !
 2001.3!                               *   +  !!            0 . .            !
 2001.4!                               +      !!            . 0 .            !
 2002.1!                               + *    !!            . .0.            !
 2002.2!                                +     !!            . 0 .            !
 2002.3!                               *+     !!            .0. .            !
 2002.4!                               +      !!            . 0 .            !
 2003.1!                               +   *  !!            . . 0            !
 2003.2!                                 *+   !!            .0. .            !
 2003.3!                                *+    !!            . 0 .            !
 2003.4!                                + *   !!            . .0.            !
 2004.1!                                  + * !!            . .0.            !
 2004.2!                                   +* !!            . 0 .            !
 2004.3!                                  *+  !!            .0. .            !
 2004.4!                                  +*  !!            . .0.            !
 2005.1!                                   +* !!            . .0.            !
 2005.2!                                   *+ !!            . 0 .            !
 2005.3!                                 *+   !!            .0. .            !
 2005.4!                                 +    !!            . 0 .            !
 2006.1!                                +   * !!            . . 0            !
 2006.2!                                  *+  !!            .0. .            !
 2006.3!                                  +   !!            . 0 .            !
 2006.4!                                  + * !!            . .0.            !
 2007.1!                                   + *!!            . .0.            !
 2007.2!                                    + !!            . 0 .            !
 2007.3!                                  * + !!            .0. .            !
 2007.4!                                  +*  !!            . .0.            !
 2008.1!                                   +  *!            . .0.            !
 2008.2!                                   * +!!            .0. .            !
 2008.3!                                  *+  !!            . 0 .            !
 2008.4!                                  +   !!            . 0 .            !
 2009.1!                                *+    !!            .0. .            !
 2009.2!                               *+     !!            . 0 .            !
 2009.3!                               + *    !!            . .0.            !
 2009.4!                                + *   !!            . .0.            !
 2010.1!                                 +*   !!            . .0.            !
 2010.2!                                + *   !!            . .0.            !
 2010.3!                                 +*   !!            . .0.            !
 2010.4!                                 + *  !!            . .0.            !
 2011.1!                                  + * !!            . .0.            !
 2011.2!                                   +  !!            . 0 .            !
 2011.3!                                  +   !!            . 0 .            !
 2011.4!                               * +    !!            .0. .            !
 2012.1!                              + *     !!            . .0.            !
 2012.2!                               +      !!            . 0 .            !
 2012.3!                              *+      !!            . 0 .            !
 2012.4!                              + *     !!            . .0.            !


     17.02 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHSP=CHPX$Q/SPPMM;                                                     
 GENR LAACHSP=LOG(AACHSP+.00001);                                             
 GENR LACHSP=LOG(ACHSP+.00001);                                               
 LHS AACHSP=EXP(LAACHSP)-.00001;                                              
  EQ 1230 LAACHSP C LACHSP(-1) PCHSP;                                         
EQUATION 938  LAACHSP  
   RHS     C  LACHSP(-1)  PCHSP  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  938 PLOT=0;END;                                                     

Equation number =  938
**********************

Dependent variable = LAACHSP 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.707872208

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.088506836       0.120385780   0.73519     1.000000
13223 LACHSP  ( -1)       0.969195215       0.022494300  43.08626    -4.734995
13221 PCHSP   (  0)      -0.164354008       0.134453490  -1.22239     1.260964

SE of equation            =     0.220694917
Sum of squared residuals  =  5.99086830      -0.597477623E-11
Average absolute error    =     0.149656256
Sum of ABS residuals      =  18.8566883    
R squared                 =   0.97023
Durbin-Watson statistic   =   2.86385
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!    +  *                              !!          .   .   . 0        !
 1981.4!   *   +                              !!       0  .   .   .          !
 1982.1!   +                                  !!          .   . 0 .          !
 1982.2!    +*                                !!          .   . 0 .          !
 1982.3!  *  +                                !!          0   .   .          !
 1982.4!   +                                  !!          .   0   .          !
 1983.1*   +                                  !!        0 .   .   .          !
 1983.2+ *                                    !!          .   .  0.          !
 1983.3! + *                                  !!          .   .  0.          !
 1983.4!  *+                                  !!          . 0 .   .          !
 1984.1!  +      *                            !!          .   .   .        0 !
 1984.2!*        +                            !0          .   .   .          !
 1984.3!+                                     !!          .   0   .          !
 1984.4!+      *                              !!          .   .   .      0   !
 1985.1!*      +                              !!   0      .   .   .          !
 1985.2! +                                    !!          .   .0  .          !
 1985.3! +   *                                !!          .   .   .  0       !
 1985.4!   *  +                               !!         0.   .   .          !
 1986.1! * +                                  !!          .0  .   .          !
 1986.2! *+                                   !!          . 0 .   .          !
 1986.3! +                                    !!          .   .0  .          !
 1986.4!  +  *                                !!          .   .   .0         !
 1987.1!    *+                                !!          .0  .   .          !
 1987.2!    +*                                !!          .   .0  .          !
 1987.3!     *+                               !!          .  0.   .          !
 1987.4!      +                               !!          .   0   .          !
 1988.1!    *  +                              !!          0   .   .          !
 1988.2!     +                                !!          .   .0  .          !
 1988.3!    * +                               !!          0   .   .          !
 1988.4!    +                                 !!          .  0.   .          !
 1989.1!    +                                 !!          .   0   .          !
 1989.2!     +*                               !!          .   . 0 .          !
 1989.3!   *  +                               !!         0.   .   .          !
 1989.4!    +*                                !!          .   .  0.          !
 1990.1!     *+                               !!          .  0.   .          !
 1990.2!      +                               !!          .   0   .          !
 1990.3!     * +                              !!          . 0 .   .          !
 1990.4!      +*                              !!          .   . 0 .          !
 1991.1!     *  +                             !!        0 .   .   .          !
 1991.2!     +*                               !!          .   .0  .          !
 1991.3!      +*                              !!          .   . 0 .          !
 1991.4!        +*                            !!          .   .0  .          !
 1992.1!      *   +                           !!       0  .   .   .          !
 1992.2!       + *                            !!          .   .   0          !
 1992.3!         *+                           !!          .  0.   .          !
 1992.4!          + *                         !!          .   .  0.          !
 1993.1!           *+                         !!          . 0 .   .          !
 1993.2!            +   *                     !!          .   .   .  0       !
 1993.3!                +*                    !!          .   .0  .          !
 1993.4!                 +                    !!          .  0.   .          !
 1994.1!               * +                    !!          0   .   .          !
 1994.2!               +*                     !!          .   . 0 .          !
 1994.3!                 +                    !!          .   .0  .          !
 1994.4!                 + *                  !!          .   .  0.          !
 1995.1!               *   +                  !!      0   .   .   .          !
 1995.2!               +   *                  !!          .   .   . 0        !
 1995.3!                  *+                  !!          . 0 .   .          !
 1995.4!                   +                  !!          .   0   .          !
 1996.1!                *  +                  !!        0 .   .   .          !
 1996.2!                +*                    !!          .   . 0 .          !
 1996.3!                 +                    !!          .  0.   .          !
 1996.4!                 +*                   !!          .   . 0 .          !
 1997.1!                 * +                  !!          . 0 .   .          !
 1997.2!                  +                   !!          .   .0  .          !
 1997.3!                  +                   !!          .   0   .          !
 1997.4!                  + *                 !!          .   . 0 .          !
 1998.1!                  * +                 !!          .0  .   .          !
 1998.2!                  +*                  !!          .   . 0 .          !
 1998.3!                   +*                 !!          .   0   .          !
 1998.4!                    +                 !!          .   0   .          !
 1999.1!                  * +                 !!          .0  .   .          !
 1999.2!                  +*                  !!          .   .0  .          !
 1999.3!                   + *                !!          .   . 0 .          !
 1999.4!                     +                !!          .   .0  .          !
 2000.1!                    *+                !!          . 0 .   .          !
 2000.2!                    +*                !!          .   .0  .          !
 2000.3!                    *+                !!          .  0.   .          !
 2000.4!                   *+                 !!          . 0 .   .          !
 2001.1!                   +*                 !!          .   . 0 .          !
 2001.2!                    + *               !!          .   . 0 .          !
 2001.3!                     *+               !!          .  0.   .          !
 2001.4!                     +                !!          .   .0  .          !
 2002.1!                     +                !!          .   0   .          !
 2002.2!                     +*               !!          .   .0  .          !
 2002.3!                      +               !!          .   0   .          !
 2002.4!                      +               !!          .  0.   .          !
 2003.1!                      +*              !!          .   .0  .          !
 2003.2!                       + *            !!          .   .  0.          !
 2003.3!                         +            !!          .   0   .          !
 2003.4!                         +            !!          .   0   .          !
 2004.1!                         *+           !!          .  0.   .          !
 2004.2!                         + *          !!          .   . 0 .          !
 2004.3!                           +          !!          .   0   .          !
 2004.4!                           +*         !!          .   .0  .          !
 2005.1!                            +*        !!          .   . 0 .          !
 2005.2!                             +*       !!          .   . 0 .          !
 2005.3!                              *+      !!          .  0.   .          !
 2005.4!                              +       !!          .   0   .          !
 2006.1!                              +       !!          .  0.   .          !
 2006.2!                              + *     !!          .   .  0.          !
 2006.3!                                +*    !!          .   . 0 .          !
 2006.4!                                 +    !!          .   .0  .          !
 2007.1!                                *+    !!          .  0.   .          !
 2007.2!                                 + *  !!          .   .   0          !
 2007.3!                                   +  !!          .   0   .          !
 2007.4!                                   +  !!          .  0.   .          !
 2008.1!                                   +  !!          .   0   .          !
 2008.2!                                   + *!!          .   .  0.          !
 2008.3!                                     +!!          .   0   .          !
 2008.4!                                    *+!!          . 0 .   .          !
 2009.1!                                  * + !!          0   .   .          !
 2009.2!                                  +*  !!          .   .  0.          !
 2009.3!                                   +* !!          .   .0  .          !
 2009.4!                                    +*!!          .   .0  .          !
 2010.1!                                    *+!!          . 0 .   .          !
 2010.2!                                    +*!!          .   . 0 .          !
 2010.3!                                     +*!          .   .0  .          !
 2010.4!                                     *+!          .  0.   .          !
 2011.1!                                   * +!!          . 0 .   .          !
 2011.2!                                   + *!!          .   .  0.          !
 2011.3!                                     +*!          .   . 0 .          !
 2011.4!                                     *+!          . 0 .   .          !
 2012.1!                                   * +!!          .0  .   .          !
 2012.2!                                   +  *!          .   .   0          !
 2012.3!                                     +*!          .   0   .          !
 2012.4!                                     *+!          .  0.   .          !


     19.84 percent of the residuals exceed 1 SE
      3.97 percent of the residuals exceed 2 SE
@@EQ 1231 LAAARSP C LAARSP(-1) PARSP;SMPL 1992.2 2012.4;OLS;EST 1231 PLOT=0;EN
@EQ  1232 LAABRSP C LABRSP(-1) PBRSP;SMPL 1981.3 2012.4;OLS;EST 1232 PLOT=0;EN
@@EQ 1233 LAACESP C LACESP(-1) PCESP;SMPL 1992.3 2012.4;OLS;EST 1233 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMESP=MEPX$Q/SPPMM;                                                     
 GENR LAAMESP=LOG(AAMESP+.00001);                                             
 GENR LAMESP=LOG(AMESP+.00001);                                               
 LHS AAMESP=EXP(LAAMESP)-.00001;                                              
  EQ 1234 LAAMESP C LAMESP(-1) PMESP;                                         
EQUATION 939  LAAMESP  
   RHS     C  LAMESP(-1)  PMESP  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  939 PLOT=0;END;                                                     

Equation number =  939
**********************

Dependent variable = LAAMESP 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.692622213

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.377008753       0.183868929  -2.05042     1.000000
13226 LAMESP  ( -1)       0.893812592       0.029883878  29.90952    -4.713669
13224 PMESP   (  0)      -0.073710512       0.111514790  -0.66099     1.390263

SE of equation            =     0.410740250
Sum of squared residuals  =  31.2108973       0.180078175E-11
Average absolute error    =     0.273823502
Sum of ABS residuals      =  51.4788184    
R squared                 =   0.83925
Durbin-Watson statistic   =   2.24449
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     +        *                       !!           .  .  .      0    !
 1966.2!             * +                      !!           0  .  .           !
 1966.3!        *     +                       !!       0   .  .  .           !
 1966.4!          +  *                        !!           .  .  .0          !
 1967.1!              +   *                   !!           .  .  . 0         !
 1967.2!                   +                  !!           .  0  .           !
 1967.3!                   + *                !!           .  . 0.           !
 1967.4!                *    +                !!        0  .  .  .           !
 1968.1!                +   *                 !!           .  .  .0          !
 1968.2!                    +                 !!           . 0.  .           !
 1968.3!                    +*                !!           .  . 0.           !
 1968.4!                  *  +                !!          0.  .  .           !
 1969.1!                   +*                 !!           .  .0 .           !
 1969.2!                  * +                 !!           .0 .  .           !
 1969.3!                   +*                 !!           .  . 0.           !
 1969.4!                 *   +                !!          0.  .  .           !
 1970.1!                 *+                   !!           .  0  .           !
 1970.2!                 *+                   !!           . 0.  .           !
 1970.3!                  +*                  !!           .  .0 .           !
 1970.4!                   + *                !!           .  . 0.           !
 1971.1!                   * +                !!           .0 .  .           !
 1971.2!                   +    *             !!           .  .  . 0         !
 1971.3!                     *  +             !!           0  .  .           !
 1971.4!                    *+                !!           . 0.  .           !
 1972.1!          *          +                !!  0        .  .  .           !
 1972.2!           +*                         !!           .  .0 .           !
 1972.3!             +*                       !!           .  .0 .           !
 1972.4!               +                      !!           .  0  .           !
 1973.1!                +                     !!           . 0.  .           !
 1973.2!                *+                    !!           . 0.  .           !
 1973.3!               * +                    !!           .0 .  .           !
 1973.4!              * +                     !!           .0 .  .           !
 1974.1!               +                      !!           .  0  .           !
 1974.2!                +                     !!           .  0  .           !
 1974.3!                *+                    !!           . 0.  .           !
 1974.4!          *      +                    !!       0   .  .  .           !
 1975.1!           *+                         !!           . 0.  .           !
 1975.2!            +                         !!           .  0  .           !
 1975.3!           * +                        !!           0  .  .           !
 1975.4*            +                         !0           .  .  .           !
 1976.1!  +       *                           !!           .  .  .      0    !
 1976.2!            + *                       !!           .  . 0.           !
 1976.3!         *     +                      !!       0   .  .  .           !
 1976.4!     *    +                           !!        0  .  .  .           !
 1977.1!       + *                            !!           .  . 0.           !
 1977.2!          +        *                  !!           .  .  .      0    !
 1977.3!                *  +                  !!           0  .  .           !
 1977.4!                 +                    !!           . 0.  .           !
 1978.1!               * +                    !!           0  .  .           !
 1978.2!                +     *               !!           .  .  .   0       !
 1978.3!                     *+               !!           . 0.  .           !
 1978.4!                     +*               !!           .  . 0.           !
 1979.1!                      +       *       !!           .  .  .    0      !
 1979.2!                             +        !!           .  0  .           !
 1979.3!                             +        !!           .  0  .           !
 1979.4!                            +*        !!           .  0  .           !
 1980.1!                            +   *     !!           .  .  .0          !
 1980.2!                                +   * !!           .  .  . 0         !
 1980.3!                                   +* !!           .  .0 .           !
 1980.4!                                   +* !!           .  .0 .           !
 1981.1!                                   + *!!           .  .  0           !
 1981.2!                                    + *!           .  . 0.           !
 1981.3!                                    + !!           .  0  .           !
 1981.4!                                *  +  !!          0.  .  .           !
 1982.1!                               +   *  !!           .  .  . 0         !
 1982.2!                                  +*  !!           .  .0 .           !
 1982.3!                                 +   *!!           .  .  0           !
 1982.4!                                   + *!!           .  . 0.           !
 1983.1!                                  * + !!           .0 .  .           !
 1983.2!                                 +  * !!           .  .  .0          !
 1983.3!                                   +  !!           .  0  .           !
 1983.4!                                  + * !!           .  . 0.           !
 1984.1!                                  + * !!           .  . 0.           !
 1984.2!                                  + * !!           .  . 0.           !
 1984.3!                                   +  !!           .  .0 .           !
 1984.4!                                  + * !!           .  . 0.           !
 1985.1!                                  + * !!           .  . 0.           !
 1985.2!                              *    +  !!         0 .  .  .           !
 1985.3!                             +      * !!           .  .  .    0      !
 1985.4!                                   +* !!           .  .0 .           !
 1986.1!                              *    +  !!        0  .  .  .           !
 1986.2!                         *   +        !!         0 .  .  .           !
 1986.3!                         +  *         !!           .  .  0           !
 1986.4!                           +    *     !!           .  .  . 0         !
 1987.1!                              *+      !!           . 0.  .           !
 1987.2!                              +       !!           .  .0 .           !
 1987.3!                              +       !!           .  .0 .           !
 1987.4!                              +       !!           .  0  .           !
 1988.1!                             +        !!           .  0  .           !
 1988.2!                           * +        !!           .0 .  .           !
 1988.3!                           +          !!           .  0  .           !
 1988.4!                         * +          !!           .0 .  .           !
 1989.1!                         + *          !!           .  . 0.           !
 1989.2!                          +*          !!           .  .0 .           !
 1989.3!                           +          !!           .  0  .           !
 1989.4!                          *+          !!           . 0.  .           !
 1990.1!                          +*          !!           .  .0 .           !
 1990.2!                          *+          !!           . 0.  .           !
 1990.3!                        * +           !!           .0 .  .           !
 1990.4!                        +       *     !!           .  .  .    0      !
 1991.1!                         *     +      !!       0   .  .  .           !
 1991.2!                         +            !!           .  0  .           !
 1991.3!                         +            !!           .  0  .           !
 1991.4!                          +           !!           .  .0 .           !
 1992.1!                         *+           !!           .0 .  .           !
 1992.2!                         +            !!           .  0  .           !
 1992.3!                         +*           !!           .  .0 .           !
 1992.4!                          +*          !!           .  .0 .           !
 1993.1!                         * +          !!           .0 .  .           !
 1993.2!                         +*           !!           .  0  .           !
 1993.3!                        * +           !!           . 0.  .           !
 1993.4!                       * +            !!           .0 .  .           !
 1994.1!                      *+              !!           . 0.  .           !
 1994.2!                      +*              !!           .  .0 .           !
 1994.3!                       *+             !!           .  0  .           !
 1994.4!                        +             !!           .  .0 .           !
 1995.1!                      * +             !!           .0 .  .           !
 1995.2!                       +              !!           .  0  .           !
 1995.3!                     * +              !!           .0 .  .           !
 1995.4!                   * +                !!           .0 .  .           !
 1996.1!                    +*                !!           .  .0 .           !
 1996.2!                     + *              !!           .  . 0.           !
 1996.3!                      *+              !!           . 0.  .           !
 1996.4!                      *+              !!           .  0  .           !
 1997.1!                     * +              !!           .0 .  .           !
 1997.2!                     +*               !!           .  .0 .           !
 1997.3!                     *+               !!           . 0.  .           !
 1997.4!                      +               !!           .  0  .           !
 1998.1!                    * +               !!           0  .  .           !
 1998.2!                   * +                !!           .0 .  .           !
 1998.3!                  * +                 !!           .0 .  .           !
 1998.4!                   +                  !!           .  0  .           !
 1999.1!                  *+                  !!           .0 .  .           !
 1999.2!                   +                  !!           .  0  .           !
 1999.3!                   +*                 !!           .  .0 .           !
 1999.4!                    *+                !!           . 0.  .           !
 2000.1!                    + *               !!           .  . 0.           !
 2000.2!                      +               !!           . 0.  .           !
 2000.3!                      + *             !!           .  . 0.           !
 2000.4!                      * +             !!           .0 .  .           !
 2001.1!                     * +              !!           .0 .  .           !
 2001.2!                     +*               !!           .  .0 .           !
 2001.3!                      +               !!           .  0  .           !
 2001.4!                    * +               !!           0  .  .           !
 2002.1!                    *+                !!           . 0.  .           !
 2002.2!                     +*               !!           .  . 0.           !
 2002.3!                      +*              !!           .  0  .           !
 2002.4!                      *+              !!           . 0.  .           !
 2003.1!                      +               !!           . 0.  .           !
 2003.2!                     *+               !!           . 0.  .           !
 2003.3!                      +               !!           .  0  .           !
 2003.4!                    *  +              !!           .0 .  .           !
 2004.1!                     +                !!           .  0  .           !
 2004.2!                     +*               !!           .  .0 .           !
 2004.3!                       +              !!           .  .0 .           !
 2004.4!                        +             !!           .  0  .           !
 2005.1!                      * +             !!           .0 .  .           !
 2005.2!                       +*             !!           .  .0 .           !
 2005.3!                        +*            !!           .  0  .           !
 2005.4!                         +*           !!           .  . 0.           !
 2006.1!                       *  +           !!           0  .  .           !
 2006.2!                       +  *           !!           .  .  0           !
 2006.3!                        * +           !!           .0 .  .           !
 2006.4!                        +             !!           .  0  .           !
 2007.1!                        *+            !!           . 0.  .           !
 2007.2!                        +             !!           .  0  .           !
 2007.3!                        +*            !!           .  .0 .           !
 2007.4!                         +*           !!           .  0  .           !
 2008.1!                          +           !!           .  0  .           !
 2008.2!                          +*          !!           .  . 0.           !
 2008.3!                         * +          !!           .0 .  .           !
 2008.4!                       *  +           !!           0  .  .           !
 2009.1!                      *+              !!           .0 .  .           !
 2009.2!                      + *             !!           .  . 0.           !
 2009.3!                        +*            !!           .  . 0.           !
 2009.4!                        *+            !!           . 0.  .           !
 2010.1!                        + *           !!           .  .0 .           !
 2010.2!                          +           !!           .  0  .           !
 2010.3!                          +           !!           .  .0 .           !
 2010.4!                          +*          !!           .  .0 .           !
 2011.1!                          *+          !!           .  0  .           !
 2011.2!                          + *         !!           .  . 0.           !
 2011.3!                         *  +         !!           0  .  .           !
 2011.4!                         +  *         !!           .  .  0           !
 2012.1!                            + *       !!           .  .  0           !
 2012.2!                              +       !!           .  0  .           !
 2012.3!                             +*       !!           .  .0 .           !
 2012.4!                              +       !!           .  .0 .           !


     19.68 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
@EQ  1235 LAAPESP C LAPESP(-1) PPESP;SMPL 1981.3 2012.4;OLS;EST 1235 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTUSP=TUPX$/SPPMM;                                                      
 GENR LAATUSP=LOG(AATUSP+.00001);                                             
 GENR LATUSP=LOG(ATUSP+.00001);                                               
 LHS AATUSP=EXP(LAATUSP)-.00001;                                              
  EQ 1236 LAATUSP C LATUSP(-1) PTUSP;                                         
EQUATION 940  LAATUSP  
   RHS     C  LATUSP(-1)  PTUSP  
 SMPL 1972.1 2012.4;                                                          
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
 OLS;EST  940 PLOT=0;END;                                                     

Equation number =  940
**********************

Dependent variable = LAATUSP 

 1972.1 -   2012.4,    0 missing obs.,  164 obs. used.

Mean of dependent variable       -5.910024219

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.162101618       0.165574752  -0.97902     1.000000
13229 LATUSP  ( -1)       0.830687731       0.040998323  20.26151    -5.920785
13227 PTUSP   (  0)      -0.622681261       0.170369755  -3.65488     1.332301

SE of equation            =     0.346138501
Sum of squared residuals  =  19.2897098      -0.497379915E-11
Average absolute error    =     0.256393710
Sum of ABS residuals      =  42.0485684    
R squared                 =   0.88753
Durbin-Watson statistic   =   2.41873
SMPL and No. Obs.         = 1972.1   2012.4    164

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.1!          *      +                    !!      0   .   .   .          !
 1972.2!  *       +                           !!     0    .   .   .          !
 1972.3!   *+                                 !!          .  0.   .          !
 1972.4!  * +                                 !!          . 0 .   .          !
 1973.1! *  +                                 !!          0   .   .          !
 1973.2!     +  *                             !!          .   .   0          !
 1973.3!     *    +                           !!         0.   .   .          !
 1973.4!      +  *                            !!          .   .   0          !
 1974.1!      +       *                       !!          .   .   .    0     !
 1974.2!            * +                       !!          . 0 .   .          !
 1974.3!           +                          !!          .   0   .          !
 1974.4!        * +                           !!          .  0.   .          !
 1975.1!      * +                             !!          . 0 .   .          !
 1975.2!       +    *                         !!          .   .   . 0        !
 1975.3!            +   *                     !!          .   .   .0         !
 1975.4!          *   +                       !!         0.   .   .          !
 1976.1!          +       *                   !!          .   .   .     0    !
 1976.2!             *  +                     !!          0   .   .          !
 1976.3!           +  *                       !!          .   .  0.          !
 1976.4!     *      +                         !!     0    .   .   .          !
 1977.1!     +  *                             !!          .   .   0          !
 1977.2!     *  +                             !!          0   .   .          !
 1977.3! *    +                               !!        0 .   .   .          !
 1977.4!   +         *                        !!          .   .   .       0  !
 1978.1!      *     +                         !!       0  .   .   .          !
 1978.2!     * +                              !!          . 0 .   .          !
 1978.3!      +   *                           !!          .   .   .0         !
 1978.4!    *     +                           !!       0  .   .   .          !
 1979.1!     +         *                      !!          .   .   .      0   !
 1979.2!       *       +                      !!    0     .   .   .          !
 1979.3*         +                            !!  0       .   .   .          !
 1979.4!   +  *                               !!          .   .   0          !
 1980.1!         +*                           !!          .   .0  .          !
 1980.2!           * +                        !!          . 0 .   .          !
 1980.3!           *  +                       !!          0   .   .          !
 1980.4!             + *                      !!          .   . 0 .          !
 1981.1!          *     +                     !!        0 .   .   .          !
 1981.2!        * +                           !!          .0  .   .          !
 1981.3!       +      *                       !!          .   .   .   0      !
 1981.4!             +*                       !!          .   .0  .          !
 1982.1!       *    +                         !!        0 .   .   .          !
 1982.2!   *   +                              !!          0   .   .          !
 1982.3!     + *                              !!          .   . 0 .          !
 1982.4!       +*                             !!          .   0   .          !
 1983.1!        +   *                         !!          .   .   .0         !
 1983.2!          *+                          !!          .  0.   .          !
 1983.3!       * +                            !!          .0  .   .          !
 1983.4!       +          *                   !!          .   .   .        0 !
 1984.1!           *    +                     !!        0 .   .   .          !
 1984.2!        *  +                          !!          .0  .   .          !
 1984.3!  *     +                             !!       0  .   .   .          !
 1984.4!   +      *                           !!          .   .   .   0      !
 1985.1!         +*                           !!          .   .0  .          !
 1985.2!          +   *                       !!          .   .   .0         !
 1985.3!        *    +                        !!        0 .   .   .          !
 1985.4!         +            *               !!          .   .   .          0
 1986.1!               *    +                 !!         0.   .   .          !
 1986.2!        *      +                      !!      0   .   .   .          !
 1986.3!        + *                           !!          .   . 0 .          !
 1986.4!           +     *                    !!          .   .   .  0       !
 1987.1!                * +                   !!          .0  .   .          !
 1987.2!        *        +                    !!    0     .   .   .          !
 1987.3!          +*                          !!          .   .0  .          !
 1987.4!             +  *                     !!          .   .  0.          !
 1988.1!                  +                   !!          .   0   .          !
 1988.2!              *    +                  !!        0 .   .   .          !
 1988.3!             *  +                     !!          .0  .   .          !
 1988.4!               + *                    !!          .   .  0.          !
 1989.1!                * +                   !!          . 0 .   .          !
 1989.2!                +                     !!          .  0.   .          !
 1989.3!              *  +                    !!          0   .   .          !
 1989.4!               +   *                  !!          .   .   .0         !
 1990.1!                *   +                 !!         0.   .   .          !
 1990.2!               * +                    !!          .0  .   .          !
 1990.3!                 + *                  !!          .   . 0 .          !
 1990.4!                     + *              !!          .   . 0 .          !
 1991.1!                   *    +             !!       0  .   .   .          !
 1991.2!                 * +                  !!          .0  .   .          !
 1991.3!                 +  *                 !!          .   .  0.          !
 1991.4!                      +*              !!          .   .0  .          !
 1992.1!                    *   +             !!         0.   .   .          !
 1992.2!                      +*              !!          .   . 0 .          !
 1992.3!                       *+             !!          . 0 .   .          !
 1992.4!                      * +             !!          . 0 .   .          !
 1993.1!                  *   +               !!         0.   .   .          !
 1993.2!                  *+                  !!          .  0.   .          !
 1993.3!                   +                  !!          .  0.   .          !
 1993.4!                    +*                !!          .   .0  .          !
 1994.1!                   * +                !!          .0  .   .          !
 1994.2!                 *  +                 !!          .0  .   .          !
 1994.3!                   +                  !!          .   0   .          !
 1994.4!                    +*                !!          .   . 0 .          !
 1995.1!                    * +               !!          .0  .   .          !
 1995.2!                     +*               !!          .   .0  .          !
 1995.3!                    *  +              !!          .0  .   .          !
 1995.4!                     +  *             !!          .   .  0.          !
 1996.1!                      *  +            !!          .0  .   .          !
 1996.2!                    * +               !!          . 0 .   .          !
 1996.3!                    *+                !!          .  0.   .          !
 1996.4!                      +               !!          .   .0  .          !
 1997.1!                      *+              !!          .   0   .          !
 1997.2!                      *+              !!          .  0.   .          !
 1997.3!                      +               !!          .   0   .          !
 1997.4!                      +*              !!          .   . 0 .          !
 1998.1!                     * +              !!          .0  .   .          !
 1998.2!                     +*               !!          .   .0  .          !
 1998.3!                       +              !!          .   0   .          !
 1998.4!                       +*             !!          .   .0  .          !
 1999.1!                        + *           !!          .   .  0.          !
 1999.2!                        * +           !!          . 0 .   .          !
 1999.3!                        +*            !!          .   .0  .          !
 1999.4!                         + *          !!          .   . 0 .          !
 2000.1!                        * +           !!          .0  .   .          !
 2000.2!                       + *            !!          .   . 0 .          !
 2000.3!                       *+             !!          .  0.   .          !
 2000.4!                      +*              !!          .   .0  .          !
 2001.1!                       + *            !!          .   .  0.          !
 2001.2!                        +  *          !!          .   .   0          !
 2001.3!                          +*          !!          .   .0  .          !
 2001.4!                         +  *         !!          .   .  0.          !
 2002.1!                          +*          !!          .   .0  .          !
 2002.2!                          + *         !!          .   . 0 .          !
 2002.3!                           +*         !!          .   . 0 .          !
 2002.4!                            +*        !!          .   . 0 .          !
 2003.1!                             + *      !!          .   .  0.          !
 2003.2!                               +*     !!          .   .0  .          !
 2003.3!                               +      !!          .   0   .          !
 2003.4!                               + *    !!          .   .  0.          !
 2004.1!                                +*    !!          .   .0  .          !
 2004.2!                                +  *  !!          .   .  0.          !
 2004.3!                                  +   !!          .   0   .          !
 2004.4!                                 +  * !!          .   .  0.          !
 2005.1!                                   +  !!          .   0   .          !
 2005.2!                                  *+  !!          .  0.   .          !
 2005.3!                                 +*   !!          .   .0  .          !
 2005.4!                                 +  * !!          .   .  0.          !
 2006.1!                                  *+  !!          .   0   .          !
 2006.2!                                  +  *!!          .   .  0.          !
 2006.3!                                    + !!          .   .0  .          !
 2006.4!                                   +* !!          .   .0  .          !
 2007.1!                                    +*!!          .   .0  .          !
 2007.2!                                    + *!          .   . 0 .          !
 2007.3!                                    *+!!          .  0.   .          !
 2007.4!                                    +*!!          .   . 0 .          !
 2008.1!                                     +!!          .   0   .          !
 2008.2!                                    +*!!          .   .0  .          !
 2008.3!                                  *  +!!          .0  .   .          !
 2008.4!                                  +*  !!          .   .0  .          !
 2009.1!                                 *+   !!          .  0.   .          !
 2009.2!                                +  *  !!          .   .  0.          !
 2009.3!                                  +*  !!          .   .0  .          !
 2009.4!                                   + *!!          .   .  0.          !
 2010.1!                                    + !!          .   0   .          !
 2010.2!                                   +* !!          .   . 0 .          !
 2010.3!                                   +  !!          .   0   .          !
 2010.4!                                   + *!!          .   .  0.          !
 2011.1!                                    + !!          .   .0  .          !
 2011.2!                                    +*!!          .   . 0 .          !
 2011.3!                                    + !!          .   0   .          !
 2011.4!                                   +* !!          .   . 0 .          !
 2012.1!                                   + *!!          .   . 0 .          !
 2012.2!                                   + *!!          .   .0  .          !
 2012.3!                                   +* !!          .   .0  .          !
 2012.4!                                  +  *!!          .   .  0.          !


     24.39 percent of the residuals exceed 1 SE
      6.10 percent of the residuals exceed 2 SE
@@EQ 1237 LAAPDSP C LAPDSP(-1) PPDSP;SMPL 1992.3 2012.4;OLS;EST 1237 PLOT=0;EN
@@EQ 1238 LAARUSP C LARUSP(-1) PRUSP;SMPL 1992.3 2012.4;OLS;EST 1238 PLOT=0;EN
@@EQ 1239 LAAUESP C LAUESP(-1) PUESP;SMPL 1995.3 2012.4;OLS;EST 1239 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PEGSP=EGPX$/SPPMM;                                                      
 GENR LAAEGSP=LOG(AAEGSP+.00001);                                             
 GENR LAEGSP=LOG(AEGSP+.00001);                                               
 LHS AAEGSP=EXP(LAAEGSP)-.00001;                                              
  EQ 1240 LAAEGSP C LAEGSP(-1) PEGSP;                                         
EQUATION 941  LAAEGSP  
   RHS     C  LAEGSP(-1)  PEGSP  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  941 PLOT=0;END;                                                     

Equation number =  941
**********************

Dependent variable = LAAEGSP 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -6.594253017

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.506890748       0.494532316  -3.04710     1.000000
13232 LAEGSP  ( -1)       0.736572223       0.061322036  12.01154    -6.597350
13230 PEGSP   (  0)      -0.180764350       0.270973298  -0.66709     1.260964

SE of equation            =     0.633946309
Sum of squared residuals  =  49.4322145       0.101429976E-10
Average absolute error    =     0.447030618
Sum of ABS residuals      =  56.3258579    
R squared                 =   0.54941
Durbin-Watson statistic   =   2.55019
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                         + *          !!          .   . 0 .          !
 1981.4!                         +            !!          .  0.   .          !
 1982.1!                       +         *    !!          .   .   .    0     !
 1982.2!               *              +       !!  0       .   .   .          !
 1982.3!              *  +                    !!          . 0 .   .          !
 1982.4!                +    *                !!          .   .   .0         !
 1983.1!            *        +                !!      0   .   .   .          !
 1983.2!              +                *      !!          .   .   .          0
 1983.3!                        *   +         !!          0   .   .          !
 1983.4!                       + *            !!          .   . 0 .          !
 1984.1!                        +      *      !!          .   .   . 0        !
 1984.2!                          * +         !!          . 0 .   .          !
 1984.3!                         +   *        !!          .   .  0.          !
 1984.4!                          + *         !!          .   .0  .          !
 1985.1!                  *       +           !!       0  .   .   .          !
 1985.2!                  +               *   !!          .   .   .         0!
 1985.3!                       *      +       !!        0 .   .   .          !
 1985.4!                       +   *          !!          .   .   0          !
 1986.1!                          +  *        !!          .   .  0.          !
 1986.2!                    *      +          !!        0 .   .   .          !
 1986.3!                    +*                !!          .   0   .          !
 1986.4!                    *+                !!          .   0   .          !
 1987.1!          *          +                !!    0     .   .   .          !
 1987.2!             +    *                   !!          .   .   0          !
 1987.3!                 * +                  !!          .  0.   .          !
 1987.4! *                 +                  !0          .   .   .          !
 1988.1!       +        *                     !!          .   .   .   0      !
 1988.2!         *        +                   !!      0   .   .   .          !
 1988.3*             +                        !!  0       .   .   .          !
 1988.4!     + *                              !!          .   . 0 .          !
 1989.1!           +  *                       !!          .   .  0.          !
 1989.2!              * +                     !!          . 0 .   .          !
 1989.3!             *  +                     !!          .0  .   .          !
 1989.4!              *+                      !!          .  0.   .          !
 1990.1!        *       +                     !!       0  .   .   .          !
 1990.2!            +*                        !!          .   .0  .          !
 1990.3!               + *                    !!          .   .0  .          !
 1990.4!             *     +                  !!         0.   .   .          !
 1991.1!                +     *               !!          .   .   .0         !
 1991.2!                      +               !!          .   0   .          !
 1991.3!                      +   *           !!          .   .  0.          !
 1991.4!                         +  *         !!          .   .  0.          !
 1992.1!                   *       +          !!       0  .   .   .          !
 1992.2!                    +                 !!          .   0   .          !
 1992.3!             *       +                !!       0  .   .   .          !
 1992.4!                +                     !!          .   .0  .          !
 1993.1!                  +*                  !!          .   .0  .          !
 1993.2!                   *+                 !!          .  0.   .          !
 1993.3!                    +*                !!          .   .0  .          !
 1993.4!                      +  *            !!          .   .  0.          !
 1994.1!                    *   +             !!          .0  .   .          !
 1994.2!                     +*               !!          .   .0  .          !
 1994.3!                      +   *           !!          .   .  0.          !
 1994.4!                      *  +            !!          .0  .   .          !
 1995.1!                     *+               !!          .  0.   .          !
 1995.2!                      +  *            !!          .   .  0.          !
 1995.3!                     *  +             !!          .0  .   .          !
 1995.4!                     +                !!          .  0.   .          !
 1996.1!                   * +                !!          . 0 .   .          !
 1996.2!                    +                 !!          .   0   .          !
 1996.3!                 *   +                !!          .0  .   .          !
 1996.4!               *  +                   !!          .0  .   .          !
 1997.1!               * +                    !!          . 0 .   .          !
 1997.2!                 +  *                 !!          .   .  0.          !
 1997.3!                    *+                !!          .  0.   .          !
 1997.4!                 *  +                 !!          .0  .   .          !
 1998.1!               *  +                   !!          .0  .   .          !
 1998.2!             *   +                    !!          .0  .   .          !
 1998.3!           *   +                      !!          0   .   .          !
 1998.4!            * +                       !!          .  0.   .          !
 1999.1!               +*                     !!          .   .0  .          !
 1999.2!                  +*                  !!          .   .0  .          !
 1999.3!                *   +                 !!          .0  .   .          !
 1999.4!                * +                   !!          . 0 .   .          !
 2000.1!                  +*                  !!          .   .0  .          !
 2000.2!                    + *               !!          .   .0  .          !
 2000.3!                      +               !!          .   .0  .          !
 2000.4!                 *    +               !!          0   .   .          !
 2001.1!                  + *                 !!          .   .0  .          !
 2001.2!                  * +                 !!          . 0 .   .          !
 2001.3!                 * +                  !!          .  0.   .          !
 2001.4!                 * +                  !!          .  0.   .          !
 2002.1!                  +*                  !!          .   0   .          !
 2002.2!                   +                  !!          .   0   .          !
 2002.3!                  * +                 !!          . 0 .   .          !
 2002.4!                *  +                  !!          .0  .   .          !
 2003.1!                 +  *                 !!          .   . 0 .          !
 2003.2!                     + *              !!          .   . 0 .          !
 2003.3!                       +              !!          .   0   .          !
 2003.4!                     * +              !!          . 0 .   .          !
 2004.1!                    *+                !!          .  0.   .          !
 2004.2!                     + *              !!          .   . 0 .          !
 2004.3!                       + *            !!          .   .0  .          !
 2004.4!                        + *           !!          .   .0  .          !
 2005.1!                         +  *         !!          .   . 0 .          !
 2005.2!                           + *        !!          .   . 0 .          !
 2005.3!                           +          !!          .   0   .          !
 2005.4!                          +*          !!          .   .0  .          !
 2006.1!                          +    *      !!          .   .   0          !
 2006.2!                             +*       !!          .   .0  .          !
 2006.3!                           *+         !!          .  0.   .          !
 2006.4!                          + *         !!          .   . 0 .          !
 2007.1!                           + *        !!          .   . 0 .          !
 2007.2!                            +         !!          .   0   .          !
 2007.3!                          *+          !!          .   0   .          !
 2007.4!                          +  *        !!          .   .  0.          !
 2008.1!                            + *       !!          .   . 0 .          !
 2008.2!                             +  *     !!          .   .  0.          !
 2008.3!                              +*      !!          .   .0  .          !
 2008.4!                             + *      !!          .   . 0 .          !
 2009.1!                             +        *!          .   .   .   0      !
 2009.2!                                 *+   !!          .  0.   .          !
 2009.3!                              + *     !!          .   .0  .          !
 2009.4!                             + *      !!          .   .0  .          !
 2010.1!                             +  *     !!          .   .  0.          !
 2010.2!                              + *     !!          .   . 0 .          !
 2010.3!                             +   *    !!          .   .  0.          !
 2010.4!                               +   *  !!          .   .   0          !
 2011.1!                                +     !!          .   0   .          !
 2011.2!                              +  *    !!          .   .  0.          !
 2011.3!                              +*      !!          .   0   .          !
 2011.4!                          *  +        !!          .0  .   .          !
 2012.1!                         +     *      !!          .   .   .0         !
 2012.2!                             +*       !!          .   0   .          !
 2012.3!                         *  +         !!          . 0 .   .          !
 2012.4!                         +    *       !!          .   .   .0         !


     18.25 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PISSP=ISPX$/SPPMM;                                                      
 GENR LAAISSP=LOG(AAISSP+.00001);                                             
 GENR LAISSP=LOG(AISSP+.00001);                                               
 LHS AAISSP=EXP(LAAISSP)-.00001;                                              
  EQ 1241 LAAISSP C LAISSP(-1) PISSP;                                         
EQUATION 942  LAAISSP  
   RHS     C  LAISSP(-1)  PISSP  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  942 PLOT=0;END;                                                     

Equation number =  942
**********************

Dependent variable = LAAISSP 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.334908893

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.001983151       0.279250465  -3.58812     1.000000
13235 LAISSP  ( -1)       0.720014069       0.054776638  13.14455    -6.341477
13233 PISSP   (  0)      -0.632269866       0.238901302  -2.64657     1.213047

SE of equation            =     0.342318167
Sum of squared residuals  =  21.6786196      -0.679536427E-10
Average absolute error    =     0.226916022
Sum of ABS residuals      =  42.6602121    
R squared                 =   0.66833
Durbin-Watson statistic   =   2.09200
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!               *  +                   !!           .0 .  .           !
 1966.2!                +  *                  !!           .  . 0.           !
 1966.3!                   +         *        !!           .  .  .    0      !
 1966.4!                     *    +           !!           0  .  .           !
 1967.1!*                   +                 !0           .  .  .           !
 1967.2!    * +                               !!           . 0.  .           !
 1967.3*        +                             !!       0   .  .  .           !
 1967.4!    *+                                !!           . 0.  .           !
 1968.1!        +    *                        !!           .  .  .0          !
 1968.2!             *+                       !!           . 0.  .           !
 1968.3!        *     +                       !!          0.  .  .           !
 1968.4!        *  +                          !!           .0 .  .           !
 1969.1!       *   +                          !!           0  .  .           !
 1969.2!         +*                           !!           .  .0 .           !
 1969.3!           +   *                      !!           .  .  0           !
 1969.4!               + *                    !!           .  . 0.           !
 1970.1!          *      +                    !!         0 .  .  .           !
 1970.2!             + *                      !!           .  .0 .           !
 1970.3!           *    +                     !!           0  .  .           !
 1970.4!           * +                        !!           .0 .  .           !
 1971.1!             +*                       !!           .  .0 .           !
 1971.2!                +     *               !!           .  .  .0          !
 1971.3!                     * +              !!           . 0.  .           !
 1971.4!                  *  +                !!           .0 .  .           !
 1972.1!                 * +                  !!           . 0.  .           !
 1972.2!                   + *                !!           .  . 0.           !
 1972.3!                     +                !!           .  0  .           !
 1972.4!                     +  *             !!           .  .  0           !
 1973.1!                        +             !!           .  0  .           !
 1973.2!                   *    +             !!          0.  .  .           !
 1973.3!               *    +                 !!          0.  .  .           !
 1973.4!          *     +                     !!          0.  .  .           !
 1974.1!           +               *          !!           .  .  .        0  !
 1974.2!                  *       +           !!        0  .  .  .           !
 1974.3!                 * +                  !!           .0 .  .           !
 1974.4!          *       +                   !!         0 .  .  .           !
 1975.1!             +         *              !!           .  .  .   0       !
 1975.2!                   *   +              !!           0  .  .           !
 1975.3!              *      +                !!         0 .  .  .           !
 1975.4!                 +                    !!           .  0  .           !
 1976.1!                   +                  !!           .  0  .           !
 1976.2!            *       +                 !!        0  .  .  .           !
 1976.3!              *+                      !!           . 0.  .           !
 1976.4!                +   *                 !!           .  .  0           !
 1977.1!                *   +                 !!           0  .  .           !
 1977.2!                *+                    !!           . 0.  .           !
 1977.3!         *       +                    !!        0  .  .  .           !
 1977.4!          * +                         !!           .0 .  .           !
 1978.1!           +     *                    !!           .  .  . 0         !
 1978.2!               *+                     !!           . 0.  .           !
 1978.3!              +                       !!           .  0  .           !
 1978.4!            *+                        !!           .  0  .           !
 1979.1!             +   *                    !!           .  .  0           !
 1979.2!                 +          *         !!           .  .  .    0      !
 1979.3!                          +           *!           .  .  .     0     !
 1979.4!                      *          +    !!      0    .  .  .           !
 1980.1!                     + *              !!           .  .0 .           !
 1980.2!                       +*             !!           .  .0 .           !
 1980.3!                  *     +             !!          0.  .  .           !
 1980.4!                   *+                 !!           .  0  .           !
 1981.1!                 *  +                 !!           .0 .  .           !
 1981.2!                 +                    !!           .  0  .           !
 1981.3!               *+                     !!           . 0.  .           !
 1981.4!               + *                    !!           .  .0 .           !
 1982.1!                +*                    !!           .  .0 .           !
 1982.2!               *  +                   !!           .0 .  .           !
 1982.3!                 +                    !!           .  0  .           !
 1982.4!                 *+                   !!           . 0.  .           !
 1983.1!                 *+                   !!           . 0.  .           !
 1983.2!                 *+                   !!           . 0.  .           !
 1983.3!                * +                   !!           . 0.  .           !
 1983.4!                 +                    !!           .  0  .           !
 1984.1!                  +   *               !!           .  .  0           !
 1984.2!                 *    +               !!          0.  .  .           !
 1984.3!                  +                   !!           .  0  .           !
 1984.4!               *  +                   !!           .0 .  .           !
 1985.1!                 + *                  !!           .  .0 .           !
 1985.2!              *     +                 !!          0.  .  .           !
 1985.3!              * +                     !!           . 0.  .           !
 1985.4!                 +  *                 !!           .  .  0           !
 1986.1!                     +*               !!           .  .0 .           !
 1986.2!                       +              !!           .  0  .           !
 1986.3!                  *   +               !!           0  .  .           !
 1986.4!                   +   *              !!           .  .  0           !
 1987.1!                       *+             !!           . 0.  .           !
 1987.2!                      * +             !!           .0 .  .           !
 1987.3!                       +   *          !!           .  . 0.           !
 1987.4!                           +          !!           .  0  .           !
 1988.1!                           +          !!           .  0  .           !
 1988.2!                        * +           !!           .0 .  .           !
 1988.3!                     *  +             !!           .0 .  .           !
 1988.4!                      +  *            !!           .  . 0.           !
 1989.1!                      *  +            !!           .0 .  .           !
 1989.2!                       +  *           !!           .  .  0           !
 1989.3!                         +            !!           .  0  .           !
 1989.4!                         +            !!           .  .0 .           !
 1990.1!                      *+              !!           . 0.  .           !
 1990.2!                     +*               !!           .  .0 .           !
 1990.3!                       + *            !!           .  .0 .           !
 1990.4!                        *+            !!           . 0.  .           !
 1991.1!                        *+            !!           . 0.  .           !
 1991.2!                       +              !!           .  0  .           !
 1991.3!                       +              !!           .  0  .           !
 1991.4!                        + *           !!           .  .0 .           !
 1992.1!                          +           !!           .  0  .           !
 1992.2!                          +*          !!           .  .0 .           !
 1992.3!                         * +          !!           . 0.  .           !
 1992.4!                         + *          !!           .  .0 .           !
 1993.1!                          +*          !!           .  .0 .           !
 1993.2!                          +           !!           .  0  .           !
 1993.3!                        *+            !!           . 0.  .           !
 1993.4!                        +  *          !!           .  .  0           !
 1994.1!                          +*          !!           .  0  .           !
 1994.2!                          +*          !!           .  .0 .           !
 1994.3!                          *+          !!           .  0  .           !
 1994.4!                         *+           !!           .  0  .           !
 1995.1!                         + *          !!           .  .0 .           !
 1995.2!                          +  *        !!           .  . 0.           !
 1995.3!                           *+         !!           . 0.  .           !
 1995.4!                           +          !!           .  0  .           !
 1996.1!                           +*         !!           .  .0 .           !
 1996.2!                           +*         !!           .  .0 .           !
 1996.3!                           +          !!           .  0  .           !
 1996.4!                           +          !!           .  0  .           !
 1997.1!                          +*          !!           .  .0 .           !
 1997.2!                          +  *        !!           .  . 0.           !
 1997.3!                          *+          !!           . 0.  .           !
 1997.4!                         +*           !!           .  0  .           !
 1998.1!                         +  *         !!           .  . 0.           !
 1998.2!                           +*         !!           .  .0 .           !
 1998.3!                         * +          !!           .0 .  .           !
 1998.4!                         +  *         !!           .  . 0.           !
 1999.1!                           +*         !!           .  .0 .           !
 1999.2!                           +*         !!           .  .0 .           !
 1999.3!                         *+           !!           . 0.  .           !
 1999.4!                         +*           !!           .  .0 .           !
 2000.1!                         +*           !!           .  .0 .           !
 2000.2!                         +*           !!           .  .0 .           !
 2000.3!                        +*            !!           .  .0 .           !
 2000.4!                        + *           !!           .  .0 .           !
 2001.1!                        +      *      !!           .  .  . 0         !
 2001.2!                            +         !!           .  0  .           !
 2001.3!                         * +          !!           .0 .  .           !
 2001.4!                        +*            !!           .  .0 .           !
 2002.1!                        +*            !!           .  .0 .           !
 2002.2!                        + *           !!           .  . 0.           !
 2002.3!                        *+            !!           . 0.  .           !
 2002.4!                        +             !!           .  0  .           !
 2003.1!                        + *           !!           .  . 0.           !
 2003.2!                          +*          !!           .  .0 .           !
 2003.3!                         * +          !!           . 0.  .           !
 2003.4!                        *+            !!           . 0.  .           !
 2004.1!                         + *          !!           .  .0 .           !
 2004.2!                          *+          !!           . 0.  .           !
 2004.3!                         *+           !!           .  0  .           !
 2004.4!                          +           !!           .  0  .           !
 2005.1!                          +           !!           .  0  .           !
 2005.2!                          +*          !!           .  .0 .           !
 2005.3!                        *  +          !!           .0 .  .           !
 2005.4!                        +  *          !!           .  . 0.           !
 2006.1!                          +*          !!           .  .0 .           !
 2006.2!                           +*         !!           .  .0 .           !
 2006.3!                           *+         !!           . 0.  .           !
 2006.4!                          +*          !!           .  .0 .           !
 2007.1!                           +*         !!           .  .0 .           !
 2007.2!                           +  *       !!           .  . 0.           !
 2007.3!                            *+        !!           . 0.  .           !
 2007.4!                            +*        !!           .  .0 .           !
 2008.1!                            +         !!           .  0  .           !
 2008.2!                           + *        !!           .  . 0.           !
 2008.3!                           *+         !!           . 0.  .           !
 2008.4!                          +*          !!           .  0  .           !
 2009.1!                          + *         !!           .  .0 .           !
 2009.2!                          +   *       !!           .  . 0.           !
 2009.3!                            +*        !!           .  .0 .           !
 2009.4!                            +  *      !!           .  . 0.           !
 2010.1!                             +*       !!           .  .0 .           !
 2010.2!                            +   *     !!           .  . 0.           !
 2010.3!                            *+        !!           . 0.  .           !
 2010.4!                           +          !!           .  0  .           !
 2011.1!                          +           !!           .  0  .           !
 2011.2!                          +   *       !!           .  .  0           !
 2011.3!                            +         !!           .  0  .           !
 2011.4!                           +*         !!           .  .0 .           !
 2012.1!                           +  *       !!           .  . 0.           !
 2012.2!                            + *       !!           .  . 0.           !
 2012.3!                          *+          !!           . 0.  .           !
 2012.4!                         +    *       !!           .  .  .0          !


     18.62 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@@EQ 1242 LAAKESP C LAKESP(-1) PKESP;SMPL 1992.3 2012.4;OLS;EST 1242 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBASP=BAPX$/SPPMM;                                                      
 GENR LAABASP=LOG(AABASP+.00001);                                             
 GENR LABASP=LOG(ABASP+.00001);                                               
 LHS AABASP=EXP(LAABASP)-.00001;                                              
  EQ 1243 LAABASP C LABASP(-1) PBASP;                                         
EQUATION 943  LAABASP  
   RHS     C  LABASP(-1)  PBASP  
 SMPL 1976.3 2012.4;                                                          
Sample period is now  1976.3 to  2012.4 Internally:    99 to   244
 OLS;EST  943 PLOT=0;END;                                                     

Equation number =  943
**********************

Dependent variable = LAABASP 

 1976.3 -   2012.4,    0 missing obs.,  146 obs. used.

Mean of dependent variable       -8.306412933

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.463529893       0.213913312  -2.16691     1.000000
13238 LABASP  ( -1)       0.900337503       0.033608911  26.78865    -8.331079
13236 PBASP   (  0)      -0.216231549       0.079069650  -2.73470     1.582102

SE of equation            =     0.386423531
Sum of squared residuals  =  21.3532098      -0.808508815E-11
Average absolute error    =     0.267611031
Sum of ABS residuals      =  39.0712105    
R squared                 =   0.91988
Durbin-Watson statistic   =   2.70440
SMPL and No. Obs.         = 1976.3   2012.4    146

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.3!        +     *                       !!           .  .  .   0       !
 1976.4!         *  +                         !!          0.  .  .           !
 1977.1!       +   *                          !!           .  .  .0          !
 1977.2!          +    *                      !!           .  .  . 0         !
 1977.3!   *          +                       !!   0       .  .  .           !
 1977.4!   +    *                             !!           .  .  . 0         !
 1978.1!    *  +                              !!           0  .  .           !
 1978.2!*  +                                  !!          0.  .  .           !
 1978.3+                                      !!           .  0  .           !
 1978.4+                                      !!           .  0  .           !
 1979.1+             *                        !!           .  .  .           0
 1979.2!          * +                         !!           0  .  .           !
 1979.3!          +                           !!           .  0  .           !
 1979.4!          +*                          !!           .  .0 .           !
 1980.1!          +                           !!           .  0  .           !
 1980.2!          + *                         !!           .  . 0.           !
 1980.3!  *        +                          !!   0       .  .  .           !
 1980.4!   +                                  !!           .  0  .           !
 1981.1!  * +                                 !!           .0 .  .           !
 1981.2!   +  *                               !!           .  .  0           !
 1981.3!      *+                              !!           . 0.  .           !
 1981.4!       +                              !!           .  .0 .           !
 1982.1!        + *                           !!           .  . 0.           !
 1982.2!*         +                           !!   0       .  .  .           !
 1982.3!  +   *                               !!           .  .  . 0         !
 1982.4! *     +                              !!        0  .  .  .           !
 1983.1!   +                                  !!           .  0  .           !
 1983.2!    +   *                             !!           .  .  .0          !
 1983.3!      *  +                            !!           0  .  .           !
 1983.4!       +   *                          !!           .  .  . 0         !
 1984.1!         * +                          !!           .0 .  .           !
 1984.2!         +                            !!           .  0  .           !
 1984.3!      *  +                            !!           .0 .  .           !
 1984.4!     +    *                           !!           .  .  . 0         !
 1985.1!     *  +                             !!          0.  .  .           !
 1985.2!   *+                                 !!           . 0.  .           !
 1985.3!   +                                  !!           .  0  .           !
 1985.4!    +       *                         !!           .  .  .     0     !
 1986.1!        *   +                         !!          0.  .  .           !
 1986.2!         +                            !!           .  0  .           !
 1986.3!       * +                            !!           0  .  .           !
 1986.4!        + *                           !!           .  . 0.           !
 1987.1!          *+                          !!           . 0.  .           !
 1987.2!           +*                         !!           .  0  .           !
 1987.3!       *     +                        !!        0  .  .  .           !
 1987.4!        +                             !!           .  0  .           !
 1988.1!         +  *                         !!           .  .  0           !
 1988.2!          *  +                        !!           0  .  .           !
 1988.3!      *    +                          !!         0 .  .  .           !
 1988.4!       *+                             !!           .  0  .           !
 1989.1!     *   +                            !!          0.  .  .           !
 1989.2!      +                               !!           . 0.  .           !
 1989.3!      *+                              !!           . 0.  .           !
 1989.4!       *+                             !!           . 0.  .           !
 1990.1!       * +                            !!           .0 .  .           !
 1990.2!         + *                          !!           .  .  0           !
 1990.3!            *+                        !!           . 0.  .           !
 1990.4!           * +                        !!           0  .  .           !
 1991.1!            +                         !!           .  0  .           !
 1991.2!            *+                        !!           . 0.  .           !
 1991.3!             + *                      !!           .  . 0.           !
 1991.4!                + *                   !!           .  . 0.           !
 1992.1!                *  +                  !!          0.  .  .           !
 1992.2!              *  +                    !!           0  .  .           !
 1992.3!               +  *                   !!           .  .  0           !
 1992.4!                   +                  !!           .  0  .           !
 1993.1!                  * +                 !!           . 0.  .           !
 1993.2!               *   +                  !!         0 .  .  .           !
 1993.3!                +    *                !!           .  .  .  0        !
 1993.4!                   * +                !!           0  .  .           !
 1994.1!                   +*                 !!           .  .0 .           !
 1994.2!                    *+                !!           .  0  .           !
 1994.3!                     +*               !!           .  .0 .           !
 1994.4!                      +*              !!           .  .0 .           !
 1995.1!                    *  +              !!           0  .  .           !
 1995.2!                     +                !!           .  0  .           !
 1995.3!                     +*               !!           .  .0 .           !
 1995.4!                    * +               !!           0  .  .           !
 1996.1!                   * +                !!           .0 .  .           !
 1996.2!                    +*                !!           .  .0 .           !
 1996.3!                     +*               !!           .  .0 .           !
 1996.4!                    * +               !!           .0 .  .           !
 1997.1!                   * +                !!           .0 .  .           !
 1997.2!                   + *                !!           .  .0 .           !
 1997.3!                     +                !!           .  0  .           !
 1997.4!                     +*               !!           .  .0 .           !
 1998.1!                     *+               !!           .0 .  .           !
 1998.2!                  *  +                !!           0  .  .           !
 1998.3!                   + *                !!           .  .  0           !
 1998.4!                   *  +               !!           0  .  .           !
 1999.1!                    +*                !!           .  . 0.           !
 1999.2!                    * +               !!           .0 .  .           !
 1999.3!                    +  *              !!           .  .  0           !
 1999.4!                   *   +              !!          0.  .  .           !
 2000.1!                   + *                !!           .  . 0.           !
 2000.2!                     +                !!           .  0  .           !
 2000.3!                     + *              !!           .  . 0.           !
 2000.4!                    *  +              !!           0  .  .           !
 2001.1!                     + *              !!           .  .  0           !
 2001.2!                      *+              !!           . 0.  .           !
 2001.3!                      + *             !!           .  . 0.           !
 2001.4!                       *+             !!           . 0.  .           !
 2002.1!                      +  *            !!           .  . 0.           !
 2002.2!                        +             !!           .  0  .           !
 2002.3!                        + *           !!           .  . 0.           !
 2002.4!                      *   +           !!          0.  .  .           !
 2003.1!                      +  *            !!           .  .  .0          !
 2003.2!                          +           !!           .  0  .           !
 2003.3!                          + *         !!           .  .  0           !
 2003.4!                          * +         !!           0  .  .           !
 2004.1!                          + *         !!           .  . 0.           !
 2004.2!                            +         !!           .  .0 .           !
 2004.3!                            +*        !!           .  .0 .           !
 2004.4!                             +        !!           .  0  .           !
 2005.1!                             +        !!           .  0  .           !
 2005.2!                             +        !!           .  .0 .           !
 2005.3!                             +*       !!           .  .0 .           !
 2005.4!                             *+       !!           . 0.  .           !
 2006.1!                             +  *     !!           .  .  0           !
 2006.2!                              *+      !!           .0 .  .           !
 2006.3!                              + *     !!           .  . 0.           !
 2006.4!                               +      !!           . 0.  .           !
 2007.1!                               +*     !!           .  . 0.           !
 2007.2!                              * +     !!           .0 .  .           !
 2007.3!                              +*      !!           .  . 0.           !
 2007.4!                               +      !!           . 0.  .           !
 2008.1!                               +      !!           .  .0 .           !
 2008.2!                               +      !!           .  0  .           !
 2008.3!                               +*     !!           .  .0 .           !
 2008.4!                                +     !!           .  .0 .           !
 2009.1!                                +  *  !!           .  .  0           !
 2009.2!                                  +*  !!           .  .0 .           !
 2009.3!                                  +   !!           . 0.  .           !
 2009.4!                                 +    !!           .  0  .           !
 2010.1!                                 +    !!           .  0  .           !
 2010.2!                                +*    !!           .  .0 .           !
 2010.3!                                 +    !!           .  0  .           !
 2010.4!                                + *   !!           .  . 0.           !
 2011.1!                                  +*  !!           .  .0 .           !
 2011.2!                                  + * !!           .  . 0.           !
 2011.3!                                   + *!!           .  . 0.           !
 2011.4!                                    + *!           .  . 0.           !
 2012.1!                                     +!!           .  0  .           !
 2012.2!                                    +*!!           .  .0 .           !
 2012.3!                                    + *!           .  . 0.           !
 2012.4!                                     +!!           .  0  .           !


     21.23 percent of the residuals exceed 1 SE
      4.11 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKSP=HKPX$/SPPMM;                                                      
 GENR LAAHKSP=LOG(AAHKSP+.00001);                                             
 GENR LAHKSP=LOG(AHKSP+.00001);                                               
 LHS AAHKSP=EXP(LAAHKSP)-.00001;                                              
  EQ 1244 LAAHKSP C LAHKSP(-1) PHKSP;                                         
EQUATION 944  LAAHKSP  
   RHS     C  LAHKSP(-1)  PHKSP  
 SMPL 1970.2 2012.4;                                                          
Sample period is now  1970.2 to  2012.4 Internally:    74 to   244
 OLS;EST  944 PLOT=0;END;                                                     

Equation number =  944
**********************

Dependent variable = LAAHKSP 

 1970.2 -   2012.4,    0 missing obs.,  171 obs. used.

Mean of dependent variable       -5.700866327

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.428081541       0.113597941  -3.76839     1.000000
13241 LAHKSP  ( -1)       0.878735342       0.030357919  28.94584    -5.717906
13239 PHKSP   (  0)      -0.141192026       0.041324821  -3.41664     1.758302

SE of equation            =     0.185453193
Sum of squared residuals  =  5.77800500       0.673239242E-12
Average absolute error    =     0.148735838
Sum of ABS residuals      =  25.4338283    
R squared                 =   0.96992
Durbin-Watson statistic   =   2.65742
SMPL and No. Obs.         = 1970.2   2012.4    171

Plot of actual(*) and fitted(+) values and residuals(0)


 1970.2!  * +                                 !!        . 0   .     .        !
 1970.3!  *+                                  !!        .   0 .     .        !
 1970.4!  *+                                  !!        .   0 .     .        !
 1971.1!  + *                                 !!        .     .   0 .        !
 1971.2!   *+                                 !!        .  0  .     .        !
 1971.3!  * +                                 !!        0     .     .        !
 1971.4! * +                                  !!        . 0   .     .        !
 1972.1!* +                                   !!        0     .     .        !
 1972.2* +                                    !!        0     .     .        !
 1972.3*+                                     !!        .  0  .     .        !
 1972.4*+                                     !!        .   0 .     .        !
 1973.1!+   *                                 !!        .     .     .      0 !
 1973.2!     + *                              !!        .     .     0        !
 1973.3!       +*                             !!        .     .0    .        !
 1973.4!       +                              !!        .     0     .        !
 1974.1!    +    *                            !!        .     .     .       0!
 1974.2!    *   +                             !!   0    .     .     .        !
 1974.3!    +                                 !!        .     .0    .        !
 1974.4!   +*                                 !!        .     .  0  .        !
 1975.1!      +*                              !!        .     .   0 .        !
 1975.2!         + *                          !!        .     .     0        !
 1975.3!           * +                        !!        .0    .     .        !
 1975.4!            +*                        !!        .     .  0  .        !
 1976.1!            * +                       !!        0     .     .        !
 1976.2!             +                        !!        .     .0    .        !
 1976.3!            * +                       !!        . 0   .     .        !
 1976.4!            *+                        !!        .   0 .     .        !
 1977.1!           * +                        !!       0.     .     .        !
 1977.2!            + *                       !!        .     .     .0       !
 1977.3!              *+                      !!        .  0  .     .        !
 1977.4!              *+                      !!        .    0.     .        !
 1978.1!            *  +                      !!   0    .     .     .        !
 1978.2!             +*                       !!        .     .    0.        !
 1978.3!               +                      !!        .     0     .        !
 1978.4!                +*                    !!        .     .   0 .        !
 1979.1!                * +                   !!        . 0   .     .        !
 1979.2!                 +  *                 !!        .     .     .  0     !
 1979.3!                     +*               !!        .     .0    .        !
 1979.4!                   *  +               !!   0    .     .     .        !
 1980.1!                    + *               !!        .     .     .0       !
 1980.2!                       + *            !!        .     .     0        !
 1980.3!                         +            !!        .    0.     .        !
 1980.4!                         *+           !!        .   0 .     .        !
 1981.1!                     *   +            !! 0      .     .     .        !
 1981.2!                     +                !!        .   0 .     .        !
 1981.3!                    *+                !!        . 0   .     .        !
 1981.4!                    +*                !!        .     . 0   .        !
 1982.1!                    *+                !!        . 0   .     .        !
 1982.2!                    + *               !!        .     .   0 .        !
 1982.3!                     *+               !!        .0    .     .        !
 1982.4!                     +    *           !!        .     .     .        0
 1983.1!                     *    +           !0        .     .     .        !
 1983.2!                      + *             !!        .     .     0        !
 1983.3!                      * +             !!        0     .     .        !
 1983.4!                       +  *           !!        .     .     .  0     !
 1984.1!                     *    +           !! 0      .     .     .        !
 1984.2!                      +               !!        .     .0    .        !
 1984.3!                    *  +              !!     0  .     .     .        !
 1984.4!                    +   *             !!        .     .     .    0   !
 1985.1!                    *   +             !! 0      .     .     .        !
 1985.2!                     +                !!        .     .0    .        !
 1985.3!                     +                !!        .   0 .     .        !
 1985.4!                      +*              !!        .     .    0.        !
 1986.1!                      * +             !!        .0    .     .        !
 1986.2!                       +  *           !!        .     .     .   0    !
 1986.3!                          +           !!        .    0.     .        !
 1986.4!                          +  *        !!        .     .     .   0    !
 1987.1!                          *  +        !!   0    .     .     .        !
 1987.2!                          + *         !!        .     .    0.        !
 1987.3!                           *+         !!        .0    .     .        !
 1987.4!                           + *        !!        .     .     .0       !
 1988.1!                           *  +       !!      0 .     .     .        !
 1988.2!                            + *       !!        .     .     .0       !
 1988.3!                             *+       !!        . 0   .     .        !
 1988.4!                             +*       !!        .     .  0  .        !
 1989.1!                           *  +       !!      0 .     .     .        !
 1989.2!                            +*        !!        .     .    0.        !
 1989.3!                            *+        !!        .  0  .     .        !
 1989.4!                            *+        !!        .   0 .     .        !
 1990.1!                          * +         !!      0 .     .     .        !
 1990.2!                          +   *       !!        .     .     .   0    !
 1990.3!                              +       !!        .     .0    .        !
 1990.4!                               +*     !!        .     .  0  .        !
 1991.1!                            *   +     !!    0   .     .     .        !
 1991.2!                            +   *     !!        .     .     .   0    !
 1991.3!                               + *    !!        .     .     0        !
 1991.4!                                 + *  !!        .     .    0.        !
 1992.1!                                 * +  !!        .0    .     .        !
 1992.2!                                 + *  !!        .     .     .0       !
 1992.3!                                   +  !!        .     . 0   .        !
 1992.4!                                   +* !!        .     .   0 .        !
 1993.1!                                   +  !!        .     0     .        !
 1993.2!                                   + *!!        .     .     .0       !
 1993.3!                                    + *!        .     .    0.        !
 1993.4!                                    *+!!        .   0 .     .        !
 1994.1!                                   *+ !!        .  0  .     .        !
 1994.2!                                  + * !!        .     .     0        !
 1994.3!                                   + *!!        .     .    0.        !
 1994.4!                                    + !!        .    0.     .        !
 1995.1!                                  * + !!        .  0  .     .        !
 1995.2!                                  + * !!        .     .    0.        !
 1995.3!                                   + *!!        .     .    0.        !
 1995.4!                                    +*!!        .     .0    .        !
 1996.1!                                  * + !!        0     .     .        !
 1996.2!                                  +*  !!        .     .    0.        !
 1996.3!                                   + *!!        .     .     0        !
 1996.4!                                   *+ !!        .  0  .     .        !
 1997.1!                                   +  !!        .     0     .        !
 1997.2!                                  +   !!        .     .0    .        !
 1997.3!                                  + * !!        .     .     . 0      !
 1997.4!                                   *+ !!        .    0.     .        !
 1998.1!                                  *+  !!        .  0  .     .        !
 1998.2!                                 + *  !!        .     .     0        !
 1998.3!                                   +* !!        .     .   0 .        !
 1998.4!                                   *+ !!        .   0 .     .        !
 1999.1!                               *  +   !!     0  .     .     .        !
 1999.2!                               +  *   !!        .     .     .0       !
 1999.3!                                 +  * !!        .     .     . 0      !
 1999.4!                                   *+ !!        .   0 .     .        !
 2000.1!                                 *+   !!        . 0   .     .        !
 2000.2!                                 +    !!        .    0.     .        !
 2000.3!                                +  *  !!        .     .     .  0     !
 2000.4!                                  *+  !!        .   0 .     .        !
 2001.1!                                *+    !!        .  0  .     .        !
 2001.2!                                +*    !!        .     . 0   .        !
 2001.3!                                + *   !!        .     .     0        !
 2001.4!                                  +   !!        .    0.     .        !
 2002.1!                                *+    !!        .  0  .     .        !
 2002.2!                                +     !!        .     . 0   .        !
 2002.3!                                + *   !!        .     .    0.        !
 2002.4!                                 *+   !!        .   0 .     .        !
 2003.1!                                 +    !!        .    0.     .        !
 2003.2!                                 +    !!        .     .0    .        !
 2003.3!                                 + *  !!        .     .    0.        !
 2003.4!                                  *+  !!        .   0 .     .        !
 2004.1!                                 *+   !!        .  0  .     .        !
 2004.2!                                 +*   !!        .     . 0   .        !
 2004.3!                                  +*  !!        .     .0    .        !
 2004.4!                                  *+  !!        .   0 .     .        !
 2005.1!                                 *+   !!        .  0  .     .        !
 2005.2!                                  +   !!        .     .  0  .        !
 2005.3!                                   +* !!        .     .    0.        !
 2005.4!                                    + !!        .    0.     .        !
 2006.1!                                  * + !!        .0    .     .        !
 2006.2!                                  +*  !!        .     .  0  .        !
 2006.3!                                   +  !!        .    0.     .        !
 2006.4!                                   +* !!        .     . 0   .        !
 2007.1!                                 *  + !!       0.     .     .        !
 2007.2!                                  +   !!        .     . 0   .        !
 2007.3!                                   +  !!        .     0     .        !
 2007.4!                                   +  !!        .    0.     .        !
 2008.1!                                *  +  !!     0  .     .     .        !
 2008.2!                                 +    !!        .     . 0   .        !
 2008.3!                                  +   !!        .     .0    .        !
 2008.4!                                  +*  !!        .     .  0  .        !
 2009.1!                                *  +  !!    0   .     .     .        !
 2009.2!                                + *   !!        .     .   0 .        !
 2009.3!                                 *+   !!        . 0   .     .        !
 2009.4!                                 +    !!        .    0.     .        !
 2010.1!                               * +    !!       0.     .     .        !
 2010.2!                                + *   !!        .     .     .0       !
 2010.3!                                  +   !!        .     .0    .        !
 2010.4!                                 *+   !!        .  0  .     .        !
 2011.1!                              *   +   !!    0   .     .     .        !
 2011.2!                               + *    !!        .     .     0        !
 2011.3!                                 +*   !!        .     .  0  .        !
 2011.4!                                 *+   !!        .  0  .     .        !
 2012.1!                              *  +    !!    0   .     .     .        !
 2012.2!                               +*     !!        .     .  0  .        !
 2012.3!                                +     !!        .     0     .        !
 2012.4!                                +*    !!        .     0     .        !


     30.99 percent of the residuals exceed 1 SE
      4.09 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSISP=SIPX$/SPPMM;                                                      
 GENR LAASISP=LOG(AASISP+.00001);                                             
 GENR LASISP=LOG(ASISP+.00001);                                               
 LHS AASISP=EXP(LAASISP)-.00001;                                              
  EQ 1245 LAASISP C LASISP(-1) PSISP;                                         
EQUATION 945  LAASISP  
   RHS     C  LASISP(-1)  PSISP  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST  945 PLOT=0;END;                                                     

Equation number =  945
**********************

Dependent variable = LAASISP 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -6.406962803

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.268043784       0.284198997  -4.46182     1.000000
13244 LASISP  ( -1)       0.791763142       0.046347305  17.08326    -6.409498
13242 PSISP   (  0)      -0.034887226       0.029640460  -1.17701     1.837767

SE of equation            =     0.240487200
Sum of squared residuals  =  10.1209664      -0.280424572E-10
Average absolute error    =     0.172997914
Sum of ABS residuals      =  30.7936287    
R squared                 =   0.66332
Durbin-Watson statistic   =   2.09849
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3!                   *+                 !!           .  0  .           !
 1968.4!                    + *               !!           .  .0 .           !
 1969.1!                     *+               !!           . 0.  .           !
 1969.2!                      +               !!           .  0  .           !
 1969.3!                      +               !!           .  0  .           !
 1969.4!                      +*              !!           .  0  .           !
 1970.1!                       + *            !!           .  .0 .           !
 1970.2!                        +*            !!           .  0  .           !
 1970.3!                         +            !!           .  0  .           !
 1970.4!                         +            !!           .  0  .           !
 1971.1!                        + *           !!           .  .0 .           !
 1971.2!                         *+           !!           . 0.  .           !
 1971.3!                      *  +            !!           .0 .  .           !
 1971.4!                     * +              !!           .0 .  .           !
 1972.1!*                    +                !0           .  .  .           !
 1972.2*     +                                !!         0 .  .  .           !
 1972.3!*   +                                 !!           0  .  .           !
 1972.4*     +                                !!          0.  .  .           !
 1973.1!     +               *                !!           .  .  .       0   !
 1973.2!                   *  +               !!           .0 .  .           !
 1973.3!                     +   *            !!           .  .  0           !
 1973.4!                      *  +            !!           .0 .  .           !
 1974.1!                      +    *          !!           .  .  .0          !
 1974.2!                      *    +          !!           0  .  .           !
 1974.3!                   *   +              !!           0  .  .           !
 1974.4!                  * +                 !!           . 0.  .           !
 1975.1!                 * +                  !!           .0 .  .           !
 1975.2!           *      +                   !!        0  .  .  .           !
 1975.3!              +   *                   !!           .  .  0           !
 1975.4!               *   +                  !!           0  .  .           !
 1976.1!                *+                    !!           .  0  .           !
 1976.2!                  +                   !!           .  0  .           !
 1976.3!                   +     *            !!           .  .  .0          !
 1976.4!                         +*           !!           .  .0 .           !
 1977.1!                          + *         !!           .  . 0.           !
 1977.2!                            +      *  !!           .  .  . 0         !
 1977.3!                                 + *  !!           .  . 0.           !
 1977.4!                            *    +    !!          0.  .  .           !
 1978.1!                           +          !!           .  0  .           !
 1978.2!                           +  *       !!           .  . 0.           !
 1978.3!                             +     *  !!           .  .  .0          !
 1978.4!                                 +  * !!           .  .  0           !
 1979.1!                                  +   !!           .  0  .           !
 1979.2!                          *     +     !!          0.  .  .           !
 1979.3!                          +    *      !!           .  .  .0          !
 1979.4!                              +*      !!           .  .0 .           !
 1980.1!                              + *     !!           .  .0 .           !
 1980.2!                          *   +       !!           0  .  .           !
 1980.3!                          +    *      !!           .  .  0           !
 1980.4!                             +*       !!           .  .0 .           !
 1981.1!                      *      +        !!         0 .  .  .           !
 1981.2!                       +              !!           .  0  .           !
 1981.3!                       +*             !!           .  0  .           !
 1981.4!                *       +             !!         0 .  .  .           !
 1982.1!                  +*                  !!           .  .0 .           !
 1982.2!                 *  +                 !!           .0 .  .           !
 1982.3!               *  +                   !!           .0 .  .           !
 1982.4!                 +  *                 !!           .  . 0.           !
 1983.1!                     +*               !!           .  .0 .           !
 1983.2!                      +      *        !!           .  .  . 0         !
 1983.3!                       *    +         !!           0  .  .           !
 1983.4!                        +   *         !!           .  .  0           !
 1984.1!                           +   *      !!           .  .  0           !
 1984.2!                          *   +       !!           0  .  .           !
 1984.3!                         *+           !!           . 0.  .           !
 1984.4!                         + *          !!           .  .0 .           !
 1985.1!                          +   *       !!           .  .  0           !
 1985.2!                            *+        !!           . 0.  .           !
 1985.3!                      *    +          !!          0.  .  .           !
 1985.4!                  *    +              !!          0.  .  .           !
 1986.1!                   + *                !!           .  .0 .           !
 1986.2!                      + *             !!           .  . 0.           !
 1986.3!                    *    +            !!           0  .  .           !
 1986.4!                     +   *            !!           .  .  0           !
 1987.1!                      *  +            !!           .0 .  .           !
 1987.2!                       +   *          !!           .  .  0           !
 1987.3!                         * +          !!           .0 .  .           !
 1987.4!                          +           !!           .  0  .           !
 1988.1!                          + *         !!           .  .0 .           !
 1988.2!                            +   *     !!           .  .  0           !
 1988.3!                               +*     !!           .  .0 .           !
 1988.4!                               +   *  !!           .  .  0           !
 1989.1!                              *  +    !!           .0 .  .           !
 1989.2!                             +*       !!           .  .0 .           !
 1989.3!                              +*      !!           .  .0 .           !
 1989.4!                              +    *  !!           .  .  0           !
 1990.1!                                 +*   !!           .  0  .           !
 1990.2!                                + *   !!           .  .0 .           !
 1990.3!                                 +    !!           .  0  .           !
 1990.4!                                +     !!           .  0  .           !
 1991.1!                             * +      !!           .0 .  .           !
 1991.2!                            +  *      !!           .  . 0.           !
 1991.3!                               +    * !!           .  .  .0          !
 1991.4!                                  + * !!           .  .0 .           !
 1992.1!                                  +   !!           .  0  .           !
 1992.2!                                 +*   !!           .  .0 .           !
 1992.3!                                + *   !!           .  .0 .           !
 1992.4!                                 + *  !!           .  . 0.           !
 1993.1!                                  +*  !!           .  .0 .           !
 1993.2!                                 +  * !!           .  . 0.           !
 1993.3!                                  +  *!!           .  . 0.           !
 1993.4!                                   + *!!           .  .0 .           !
 1994.1!                                   +* !!           .  .0 .           !
 1994.2!                                  +   *!           .  .  0           !
 1994.3!                                    + *!           .  . 0.           !
 1994.4!                                    +*!!           .  .0 .           !
 1995.1!                                   +* !!           .  .0 .           !
 1995.2!                              *   +   !!           0  .  .           !
 1995.3!                            *+        !!           . 0.  .           !
 1995.4!                            +     *   !!           .  .  .0          !
 1996.1!                            *   +     !!           0  .  .           !
 1996.2!                            +*        !!           .  .0 .           !
 1996.3!                             +  *     !!           .  . 0.           !
 1996.4!                               +      !!           .  0  .           !
 1997.1!                            * +       !!           .0 .  .           !
 1997.2!                            + *       !!           .  . 0.           !
 1997.3!                              +  *    !!           .  . 0.           !
 1997.4!                                +     !!           .  0  .           !
 1998.1!                               +*     !!           .  0  .           !
 1998.2!                               +     *!!           .  .  .0          !
 1998.3!                                   +  *!           .  . 0.           !
 1998.4!                                 *  + !!           .0 .  .           !
 1999.1!                               *+     !!           . 0.  .           !
 1999.2!                               +   *  !!           .  .  0           !
 1999.3!                                 *+   !!           .  0  .           !
 1999.4!                               *+     !!           . 0.  .           !
 2000.1!                             *+       !!           . 0.  .           !
 2000.2!                            +  *      !!           .  . 0.           !
 2000.3!                             *+       !!           . 0.  .           !
 2000.4!                            *+        !!           .  0  .           !
 2001.1!                            + *       !!           .  .0 .           !
 2001.2!                             +*       !!           .  .0 .           !
 2001.3!                              +       !!           .  0  .           !
 2001.4!                              +*      !!           .  .0 .           !
 2002.1!                             * +      !!           . 0.  .           !
 2002.2!                             +        !!           .  0  .           !
 2002.3!                            +         !!           .  0  .           !
 2002.4!                            + *       !!           .  .0 .           !
 2003.1!                             +  *     !!           .  . 0.           !
 2003.2!                              * +     !!           . 0.  .           !
 2003.3!                        *    +        !!          0.  .  .           !
 2003.4!                         +            !!           .  0  .           !
 2004.1!                          +*          !!           .  .0 .           !
 2004.2!                           +       *  !!           .  .  . 0         !
 2004.3!                        *         +   !!       0   .  .  .           !
 2004.4!                         + *          !!           .  . 0.           !
 2005.1!                          * +         !!           . 0.  .           !
 2005.2!                         * +          !!           . 0.  .           !
 2005.3!                     *    +           !!          0.  .  .           !
 2005.4!                       +  *           !!           .  . 0.           !
 2006.1!                        * +           !!           .0 .  .           !
 2006.2!                         +  *         !!           .  . 0.           !
 2006.3!                            +       * !!           .  .  .  0        !
 2006.4!                       *          +   !!      0    .  .  .           !
 2007.1!                        +             !!           .  0  .           !
 2007.2!                     *   +            !!           0  .  .           !
 2007.3!                   *  +               !!           .0 .  .           !
 2007.4!                   * +                !!           . 0.  .           !
 2008.1!                     +      *         !!           .  .  . 0         !
 2008.2!                            +    *    !!           .  .  0           !
 2008.3!                   *            +     !!     0     .  .  .           !
 2008.4!                     +*               !!           .  .0 .           !
 2009.1!                       +*             !!           .  0  .           !
 2009.2!                        *+            !!           . 0.  .           !
 2009.3!                  *      +            !!         0 .  .  .           !
 2009.4!                    +                 !!           .  0  .           !
 2010.1!                      +     *         !!           .  .  .0          !
 2010.2!                         *  +         !!           .0 .  .           !
 2010.3!                     *    +           !!          0.  .  .           !
 2010.4!                     * +              !!           . 0.  .           !
 2011.1!                      + *             !!           .  .0 .           !
 2011.2!                        *+            !!           . 0.  .           !
 2011.3!                        *+            !!           .  0  .           !
 2011.4!                      *  +            !!           .0 .  .           !
 2012.1!                     *  +             !!           .0 .  .           !
 2012.2!                     * +              !!           . 0.  .           !
 2012.3!                       +*             !!           .  .0 .           !
 2012.4!                         +*           !!           .  .0 .           !


     26.97 percent of the residuals exceed 1 SE
      2.81 percent of the residuals exceed 2 SE
@@EQ 1246 LAAVISP C LAVISP(-1) PVISP;SMPL 1992.3 2012.4;OLS;EST 1246 PLOT=0;EN
@@EQ 1247 LAANISP C LANISP(-1) PNISP;SMPL 1981.3 2012.4;OLS;EST 1247 PLOT=0;EN
@@EQ 1248 LAAALSP C LAALSP(-1) PALSP;SMPL 1992.3 2012.4;OLS;EST 1248 PLOT=0;EN
@@EQ 1249 LAAIASP C LAIASP(-1) PIASP;SMPL 1992.2 2012.4;OLS;EST 1249 PLOT=0;EN
@@EQ 1250 LAAINSP C LAINSP(-1) PINSP;SMPL 1992.3 2012.4;OLS;EST 1250 PLOT=0;EN
@@EQ 1251 LAAIQSP C LAIQSP(-1) PIQSP;SMPL 2004.1 2012.4;OLS;EST 1251 PLOT=0;EN
@@EQ 1252 LAAKUSP C LAKUSP(-1) PKUSP;SMPL 1986.4 2012.4;OLS;EST 1252 PLOT=0;EN
@@EQ 1253 LAALISP C LALISP(-1) PLISP;SMPL 1992.3 2012.4;OLS;EST 1253 PLOT=0;EN
@@EQ 1254 LAAUASP C LAUASP(-1) PUASP;SMPL 1981.3 2012.4;OLS;EST 1254 PLOT=0;EN
@EQ  1255 LAAUSNZ C LAUSNZ(-1) PUSNZ;SMPL 1966.1 2012.4;OLS;EST 1255 PLOT=0;EN
@EQ  1256 LAACANZ C LACANZ(-1) PCANZ;SMPL 1966.1 2012.4;OLS;EST 1256 PLOT=0;EN
@EQ  1257 LAAJANZ C LAJANZ(-1) PJANZ;SMPL 1966.1 2012.4;OLS;EST 1257 PLOT=0;EN
@EQ  1258 LAAAUNZ C LAAUNZ(-1) PAUNZ;SMPL 1973.2 2012.4;OLS;EST 1258 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRNZ=FRPX$/NZPMM;                                                      
 GENR LAAFRNZ=LOG(AAFRNZ+.00001);                                             
 GENR LAFRNZ=LOG(AFRNZ+.00001);                                               
 LHS AAFRNZ=EXP(LAAFRNZ)-.00001;                                              
  EQ 1259 LAAFRNZ C LAFRNZ(-1) PFRNZ;                                         
EQUATION 946  LAAFRNZ  
   RHS     C  LAFRNZ(-1)  PFRNZ  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  946 PLOT=0;END;                                                     

Equation number =  946
**********************

Dependent variable = LAAFRNZ 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.418124859

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.612374412       0.179266505  -3.41600     1.000000
13247 LAFRNZ  ( -1)       0.685918883       0.053187078  12.89634    -4.422468
13245 PFRNZ   (  0)      -0.663915262       0.173511711  -3.82634     1.163245

SE of equation            =     0.251876614
Sum of squared residuals  =  11.7367383       0.374358322E-10
Average absolute error    =     0.180565706
Sum of ABS residuals      =  33.9463528    
R squared                 =   0.71193
Durbin-Watson statistic   =   2.33530
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!      *  +                            !!         .0   .    .         !
 1966.2!      *+                              !!         .  0 .    .         !
 1966.3!       +*                             !!         .    0    .         !
 1966.4!         +*                           !!         .    . 0  .         !
 1967.1!           + *                        !!         .    . 0  .         !
 1967.2!          * +                         !!         . 0  .    .         !
 1967.3!           + *                        !!         .    .  0 .         !
 1967.4!             +  *                     !!         .    .   0.         !
 1968.1!   *           +                      !0         .    .    .         !
 1968.2! *   +                                !!         0    .    .         !
 1968.3!   +      *                           !!         .    .    .   0     !
 1968.4*         +                            !!  0      .    .    .         !
 1969.1! +     *                              !!         .    .    .  0      !
 1969.2!         + *                          !!         .    .  0 .         !
 1969.3!          *  +                        !!         . 0  .    .         !
 1969.4!             +                        !!         .    0    .         !
 1970.1!              +                       !!         .   0.    .         !
 1970.2!          *    +                      !!        0.    .    .         !
 1970.3!        *   +                         !!         0    .    .         !
 1970.4!        *  +                          !!         .0   .    .         !
 1971.1!           +     *                    !!         .    .    .  0      !
 1971.2!               * +                    !!         . 0  .    .         !
 1971.3!             *  +                     !!         .0   .    .         !
 1971.4!               +                      !!         .    0    .         !
 1972.1!              * +                     !!         .  0 .    .         !
 1972.2!            *  +                      !!         .0   .    .         !
 1972.3!            *+                        !!         .  0 .    .         !
 1972.4!            * +                       !!         .  0 .    .         !
 1973.1!             * +                      !!         .  0 .    .         !
 1973.2!          *   +                       !!        0.    .    .         !
 1973.3!     *    +                           !!        0.    .    .         !
 1973.4!       +          *                   !!         .    .    .       0 !
 1974.1!                *+                    !!         .   0.    .         !
 1974.2!                 +         *          !!         .    .    .      0  !
 1974.3!               *         +            !!  0      .    .    .         !
 1974.4!              *+                      !!         .  0 .    .         !
 1975.1!           *   +                      !!         .0   .    .         !
 1975.2!          * +                         !!         .  0 .    .         !
 1975.3!            +                         !!         .    .0   .         !
 1975.4!             +                        !!         .    0    .         !
 1976.1!          *   +                       !!         0    .    .         !
 1976.2!       *    +                         !!        0.    .    .         !
 1976.3!           +*                         !!         .    . 0  .         !
 1976.4!              +*                      !!         .    .0   .         !
 1977.1!             *  +                     !!         . 0  .    .         !
 1977.2!            *  +                      !!         .0   .    .         !
 1977.3!              + *                     !!         .    .   0.         !
 1977.4!               * +                    !!         .  0 .    .         !
 1978.1!                +  *                  !!         .    .   0.         !
 1978.2!            *    +                    !!       0 .    .    .         !
 1978.3!             + *                      !!         .    .  0 .         !
 1978.4!               +  *                   !!         .    .   0.         !
 1979.1!               * +                    !!         .   0.    .         !
 1979.2!                +                     !!         .    0    .         !
 1979.3!                +                     !!         .   0.    .         !
 1979.4!                +*                    !!         .    . 0  .         !
 1980.1!            *     +                   !!       0 .    .    .         !
 1980.2!              +  *                    !!         .    .   0.         !
 1980.3!            *    +                    !!       0 .    .    .         !
 1980.4!            *+                        !!         .  0 .    .         !
 1981.1!           *   +                      !!         0    .    .         !
 1981.2!           *   +                      !!         0    .    .         !
 1981.3!               +  *                   !!         .    .  0 .         !
 1981.4!                *  +                  !!         .0   .    .         !
 1982.1!                 *+                   !!         .    0    .         !
 1982.2!                   +                  !!         .   0.    .         !
 1982.3!                  * +                 !!         .  0 .    .         !
 1982.4!                   *+                 !!         .   0.    .         !
 1983.1!                     +                !!         .    0    .         !
 1983.2!                     *+               !!         .   0.    .         !
 1983.3!                    * +               !!         . 0  .    .         !
 1983.4!                   * +                !!         .  0 .    .         !
 1984.1!                    *+                !!         .   0.    .         !
 1984.2!                    * +               !!         .  0 .    .         !
 1984.3!                      +*              !!         .    .0   .         !
 1984.4!                      * +             !!         . 0  .    .         !
 1985.1!                     * +              !!         .  0 .    .         !
 1985.2!                      + *             !!         .    . 0  .         !
 1985.3!                       *+             !!         .   0.    .         !
 1985.4!                       +              !!         .    0    .         !
 1986.1!                     *+               !!         .   0.    .         !
 1986.2!                      +   *           !!         .    .    .0        !
 1986.3!                      * +             !!         . 0  .    .         !
 1986.4!                      + *             !!         .    .  0 .         !
 1987.1!                       +              !!         .    .0   .         !
 1987.2!                    * +               !!         .  0 .    .         !
 1987.3!                    +*                !!         .    . 0  .         !
 1987.4!                     +                !!         .    0    .         !
 1988.1!                    +                 !!         .    .0   .         !
 1988.2!                    +                 !!         .    0    .         !
 1988.3!                     +                !!         .    0    .         !
 1988.4!                     +*               !!         .    .0   .         !
 1989.1!                    * +               !!         .  0 .    .         !
 1989.2!                     +                !!         .    0    .         !
 1989.3!                      +               !!         .    0    .         !
 1989.4!                     + *              !!         .    .  0 .         !
 1990.1!                      +  *            !!         .    .   0.         !
 1990.2!                      *+              !!         .    0    .         !
 1990.3!                     +    *           !!         .    .    .0        !
 1990.4!                     * +              !!         .  0 .    .         !
 1991.1!                    +  *              !!         .    .    0         !
 1991.2!                      +  *            !!         .    .   0.         !
 1991.3!                       +   *          !!         .    .    0         !
 1991.4!                     * +              !!         . 0  .    .         !
 1992.1!                   +*                 !!         .    .0   .         !
 1992.2!                   +*                 !!         .    .0   .         !
 1992.3!                   +*                 !!         .    .0   .         !
 1992.4!                  +*                  !!         .    .0   .         !
 1993.1!                  + *                 !!         .    .  0 .         !
 1993.2!                   +                  !!         .   0.    .         !
 1993.3!               *   +                  !!         0    .    .         !
 1993.4!                +   *                 !!         .    .    0         !
 1994.1!                    +                 !!         .    0    .         !
 1994.2!                    +*                !!         .    . 0  .         !
 1994.3!                  *  +                !!         . 0  .    .         !
 1994.4!                  + *                 !!         .    . 0  .         !
 1995.1!                    +*                !!         .    . 0  .         !
 1995.2!                    + *               !!         .    . 0  .         !
 1995.3!                     +  *             !!         .    .   0.         !
 1995.4!                      +          *    !!         .    .    .        0!
 1996.1!                           *+         !!         .   0.    .         !
 1996.2!                   *     +            !!       0 .    .    .         !
 1996.3!                  *+                  !!         .   0.    .         !
 1996.4!                 *+                   !!         .   0.    .         !
 1997.1!                  +                   !!         .   0.    .         !
 1997.2!                   +                  !!         .    .0   .         !
 1997.3!                    + *               !!         .    . 0  .         !
 1997.4!                     +                !!         .    0    .         !
 1998.1!                     +*               !!         .    .0   .         !
 1998.2!                     + *              !!         .    . 0  .         !
 1998.3!                    * +               !!         .  0 .    .         !
 1998.4!                   +*                 !!         .    .0   .         !
 1999.1!                    +   *             !!         .    .    0         !
 1999.2!                       +     *        !!         .    .    .  0      !
 1999.3!                         *+           !!         .  0 .    .         !
 1999.4!                        +       *     !!         .    .    .     0   !
 2000.1!                             + *      !!         .    . 0  .         !
 2000.2!                       *     +        !!      0  .    .    .         !
 2000.3!                        +  *          !!         .    .   0.         !
 2000.4!                      *   +           !!         0    .    .         !
 2001.1!                      +   *           !!         .    .   0.         !
 2001.2!                          +*          !!         .    .0   .         !
 2001.3!                          +*          !!         .    0    .         !
 2001.4!                        * +           !!         . 0  .    .         !
 2002.1!                        +             !!         .    0    .         !
 2002.2!                        +*            !!         .    .0   .         !
 2002.3!                         +  *         !!         .    .    0         !
 2002.4!                         * +          !!         .  0 .    .         !
 2003.1!                        +  *          !!         .    .   0.         !
 2003.2!                         +            !!         .    0    .         !
 2003.3!                        +          *  !!         .    .    .        0!
 2003.4!                               +   *  !!         .    .    0         !
 2004.1!                              +      *!!         .    .    .   0     !
 2004.2!                               * +    !!         .  0 .    .         !
 2004.3!                            +*        !!         .    .0   .         !
 2004.4!                          +     *     !!         .    .    .  0      !
 2005.1!                             +*       !!         .    .0   .         !
 2005.2!                            +     *   !!         .    .    .  0      !
 2005.3!                               + *    !!         .    .  0 .         !
 2005.4!                              *+      !!         .   0.    .         !
 2006.1!                            + *       !!         .    . 0  .         !
 2006.2!                           *+         !!         .   0.    .         !
 2006.3!                     *    +           !!       0 .    .    .         !
 2006.4!                      +               !!         .    .0   .         !
 2007.1!                     * +              !!         .  0 .    .         !
 2007.2!                      + *             !!         .    .  0 .         !
 2007.3!                    *   +             !!         0    .    .         !
 2007.4!                     +                !!         .    .0   .         !
 2008.1!                    * +               !!         .  0 .    .         !
 2008.2!                     +  *             !!         .    .   0.         !
 2008.3!                       * +            !!         .   0.    .         !
 2008.4!                        +   *         !!         .    .    0         !
 2009.1!                       *   +          !!         .0   .    .         !
 2009.2!                       +              !!         .    0    .         !
 2009.3!                   *   +              !!        0.    .    .         !
 2009.4!                    +                 !!         .    0    .         !
 2010.1!                    *+                !!         .  0 .    .         !
 2010.2!                      +               !!         .   0.    .         !
 2010.3!                      * +             !!         . 0  .    .         !
 2010.4!                    *  +              !!         .0   .    .         !
 2011.1!                       +        *     !!         .    .    .       0 !
 2011.2!                         *     +      !!       0 .    .    .         !
 2011.3!                          +*          !!         .    . 0  .         !
 2011.4!                            +         *!         .    .    .       0 !
 2012.1!                        *          +  !0         .    .    .         !
 2012.2!                         +*           !!         .    .0   .         !
 2012.3!                           +    *     !!         .    .    .0        !
 2012.4!                    *          +      !!0        .    .    .         !


     23.40 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGENZ=GEPX$/NZPMM;                                                      
 GENR LAAGENZ=LOG(AAGENZ+.00001);                                             
 GENR LAGENZ=LOG(AGENZ+.00001);                                               
 LHS AAGENZ=EXP(LAAGENZ)-.00001;                                              
  EQ 1260 LAAGENZ C LAGENZ(-1) PGENZ;                                         
EQUATION 947  LAAGENZ  
   RHS     C  LAGENZ(-1)  PGENZ  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  947 PLOT=0;END;                                                     

Equation number =  947
**********************

Dependent variable = LAAGENZ 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.148030789

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.174898253       0.181118190  -6.48691     1.000000
13250 LAGENZ  ( -1)       0.454989641       0.062196633   7.31534    -3.148866
13248 PGENZ   (  0)      -0.548315093       0.117308071  -4.67415     0.985621

SE of equation            =     0.163873033
Sum of squared residuals  =  4.96805865      -0.153801416E-10
Average absolute error    =     0.114062993
Sum of ABS residuals      =  21.4438427    
R squared                 =   0.40625
Durbin-Watson statistic   =   2.18055
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!      *  +                            !!            .0. .            !
 1966.2!     *    +                           !!           0. . .            !
 1966.3!         +                            !!            . 0 .            !
 1966.4!          *+                          !!            .0. .            !
 1967.1!            + *                       !!            . .0.            !
 1967.2!              +*                      !!            . .0.            !
 1967.3!              +*                      !!            . 0 .            !
 1967.4!              *+                      !!            .0. .            !
 1968.1!      *       +                       !!         0  . . .            !
 1968.2!          +*                          !!            . .0.            !
 1968.3!           *+                         !!            . 0 .            !
 1968.4!           + *                        !!            . .0.            !
 1969.1!           +        *                 !!            . . .  0         !
 1969.2!             *   +                    !!            0 . .            !
 1969.3!             *+                       !!            .0. .            !
 1969.4!             +*                       !!            . .0.            !
 1970.1!             +*                       !!            . 0 .            !
 1970.2!             +                        !!            . 0 .            !
 1970.3!             +    *                   !!            . . .0           !
 1970.4!             * +                      !!            .0. .            !
 1971.1!            + *                       !!            . .0.            !
 1971.2!           * +                        !!            .0. .            !
 1971.3!           +                          !!            . 0 .            !
 1971.4!          * +                         !!            .0. .            !
 1972.1!         * +                          !!            .0. .            !
 1972.2!           + *                        !!            . .0.            !
 1972.3!            +*                        !!            . 0 .            !
 1972.4!      *      +                        !!          0 . . .            !
 1973.1!         + *                          !!            . .0.            !
 1973.2!         *+                           !!            .0. .            !
 1973.3!       +   *                          !!            . . 0            !
 1973.4!      *   +                           !!            0 . .            !
 1974.1!        +      *                      !!            . . . 0          !
 1974.2!            *+                        !!            . 0 .            !
 1974.3!            + *                       !!            . .0.            !
 1974.4!            +  *                      !!            . . 0            !
 1975.1!          * +                         !!            .0. .            !
 1975.2!       * +                            !!            .0. .            !
 1975.3!       * +                            !!            0 . .            !
 1975.4!        *+                            !!            .0. .            !
 1976.1!          +     *                     !!            . . .0           !
 1976.2!        *    +                        !!           0. . .            !
 1976.3!          +*                          !!            . .0.            !
 1976.4!          +     *                     !!            . . .0           !
 1977.1!        *    +                        !!           0. . .            !
 1977.2!          +   *                       !!            . . .0           !
 1977.3!          * +                         !!            .0. .            !
 1977.4!        * +                           !!            .0. .            !
 1978.1!        *+                            !!            . 0 .            !
 1978.2!        +      *                      !!            . . . 0          !
 1978.3!            +                         *!            . . .            0
 1978.4!            *         +               !!        0   . . .            !
 1979.1!          + *                         !!            . .0.            !
 1979.2!           + *                        !!            . .0.            !
 1979.3!    *       +                         !!          0 . . .            !
 1979.4!        +     *                       !!            . . . 0          !
 1980.1!             +       *                !!            . . .  0         !
 1980.2!         *      +                     !!          0 . . .            !
 1980.3*           +                          !!       0    . . .            !
 1980.4!      +                               !!            . 0 .            !
 1981.1!         * +                          !!            .0. .            !
 1981.2!          *  +                        !!            0 . .            !
 1981.3!        *    +                        !!           0. . .            !
 1981.4!            +   *                     !!            . . 0            !
 1982.1!               +*                     !!            . .0.            !
 1982.2!               +*                     !!            . 0 .            !
 1982.3!        *      +                      !!          0 . . .            !
 1982.4!            +    *                    !!            . . .0           !
 1983.1!              * +                     !!            .0. .            !
 1983.2!               +  *                   !!            . . 0            !
 1983.3!                 +     *              !!            . . . 0          !
 1983.4!            *      +                  !!          0 . . .            !
 1984.1!              +*                      !!            . .0.            !
 1984.2!                +  *                  !!            . . 0            !
 1984.3!                  +                   !!            . 0 .            !
 1984.4!                 + *                  !!            . .0.            !
 1985.1!                  +    *              !!            . . .0           !
 1985.2!                   +   *              !!            . . 0            !
 1985.3!                   + *                !!            . .0.            !
 1985.4!                  + *                 !!            . .0.            !
 1986.1!                +  *                  !!            . . 0            !
 1986.2!                +     *               !!            . . . 0          !
 1986.3!                +  *                  !!            . .0.            !
 1986.4!               +   *                  !!            . . 0            !
 1987.1!              +   *                   !!            . . .0           !
 1987.2!              +  *                    !!            . . 0            !
 1987.3!             +                        !!            . 0 .            !
 1987.4!           +  *                       !!            . . 0            !
 1988.1!          *+                          !!            .0. .            !
 1988.2!          +     *                     !!            . . .0           !
 1988.3!              +                       !!            . 0 .            !
 1988.4!           * +                        !!            .0. .            !
 1989.1!            +*                        !!            . .0.            !
 1989.2!            *+                        !!            . 0 .            !
 1989.3!             +*                       !!            . .0.            !
 1989.4!         *  +                         !!            0 . .            !
 1990.1!         +   *                        !!            . . 0            !
 1990.2!        *  +                          !!            0 . .            !
 1990.3!         +*                           !!            . .0.            !
 1990.4!        *+                            !!            .0. .            !
 1991.1!        +   *                         !!            . . 0            !
 1991.2!       *  +                           !!            .0. .            !
 1991.3!      * +                             !!            .0. .            !
 1991.4!     * +                              !!            .0. .            !
 1992.1!      + *                             !!            . .0.            !
 1992.2!        +                             !!            . 0 .            !
 1992.3!     * +                              !!            .0. .            !
 1992.4!   * +                                !!            .0. .            !
 1993.1!     +                                !!            . 0 .            !
 1993.2!      +  *                            !!            . .0.            !
 1993.3!     *  +                             !!            .0. .            !
 1993.4!      +*                              !!            . .0.            !
 1994.1!      * +                             !!            .0. .            !
 1994.2!       +    *                         !!            . . .0           !
 1994.3!         *+                           !!            .0. .            !
 1994.4!        +                             !!            . 0 .            !
 1995.1!       +                              !!            . 0 .            !
 1995.2!      + *                             !!            . .0.            !
 1995.3!       + *                            !!            . .0.            !
 1995.4!      *+                              !!            .0. .            !
 1996.1!      +*                              !!            . 0 .            !
 1996.2!      *+                              !!            .0. .            !
 1996.3!      + *                             !!            . .0.            !
 1996.4!       *+                             !!            .0. .            !
 1997.1!      * +                             !!            .0. .            !
 1997.2!   *    +                             !!           0. . .            !
 1997.3!      +   *                           !!            . . 0            !
 1997.4!      *  +                            !!            0 . .            !
 1998.1!       +   *                          !!            . . 0            !
 1998.2!         +                            !!            . 0 .            !
 1998.3!       *+                             !!            . 0 .            !
 1998.4!  *    +                              !!           0. . .            !
 1999.1!   * +                                !!            .0. .            !
 1999.2!     *+                               !!            .0. .            !
 1999.3!   *  +                               !!            0 . .            !
 1999.4!   *  +                               !!            0 . .            !
 2000.1!      *+                              !!            . 0 .            !
 2000.2!         +                            !!            . 0 .            !
 2000.3!         *+                           !!            .0. .            !
 2000.4!        * +                           !!            .0. .            !
 2001.1!         +                            !!            . 0 .            !
 2001.2!          +  *                        !!            . .0.            !
 2001.3!            + *                       !!            . .0.            !
 2001.4!            +                         !!            . 0 .            !
 2002.1!          *+                          !!            .0. .            !
 2002.2!          + *                         !!            . .0.            !
 2002.3!          +*                          !!            . 0 .            !
 2002.4!          + *                         !!            . .0.            !
 2003.1!          +                           !!            . 0 .            !
 2003.2!        + *                           !!            . .0.            !
 2003.3!       * +                            !!            .0. .            !
 2003.4!      *+                              !!            . 0 .            !
 2004.1!      +   *                           !!            . . 0            !
 2004.2!        *+                            !!            .0. .            !
 2004.3!        +                             !!            . 0 .            !
 2004.4!      * +                             !!            .0. .            !
 2005.1!       + *                            !!            . .0.            !
 2005.2!         +                            !!            . 0 .            !
 2005.3!         +                            !!            . 0 .            !
 2005.4!   *      +                           !!          0 . . .            !
 2006.1!      *+                              !!            . 0 .            !
 2006.2!        +                             !!            . 0 .            !
 2006.3!        *+                            !!            .0. .            !
 2006.4!         + *                          !!            . .0.            !
 2007.1!         *+                           !!            .0. .            !
 2007.2!         + *                          !!            . .0.            !
 2007.3!         *+                           !!            .0. .            !
 2007.4!      *  +                            !!            .0. .            !
 2008.1!        +                             !!            . 0 .            !
 2008.2!         +*                           !!            . .0.            !
 2008.3!        * +                           !!            .0. .            !
 2008.4!         +*                           !!            . 0 .            !
 2009.1!          + *                         !!            . .0.            !
 2009.2!           +*                         !!            . .0.            !
 2009.3!        * +                           !!            0 . .            !
 2009.4!      * +                             !!            .0. .            !
 2010.1!      * +                             !!            .0. .            !
 2010.2!    *     +                           !!           0. . .            !
 2010.3!     *  +                             !!            0 . .            !
 2010.4!*       +                             !!         0  . . .            !
 2011.1!       +*                             !!            . 0 .            !
 2011.2!        * +                           !!            .0. .            !
 2011.3!        * +                           !!            .0. .            !
 2011.4!      *   +                           !!            0 . .            !
 2012.1!          + *                         !!            . .0.            !
 2012.2!       *     +                        !!           0. . .            !
 2012.3!          +                           !!            . 0 .            !
 2012.4!       *   +                          !!            0 . .            !


     20.74 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITNZ=ITPX$/NZPMM;                                                      
 GENR LAAITNZ=LOG(AAITNZ+.00001);                                             
 GENR LAITNZ=LOG(AITNZ+.00001);                                               
 LHS AAITNZ=EXP(LAAITNZ)-.00001;                                              
  EQ 1261 LAAITNZ C LAITNZ(-1) PITNZ;                                         
EQUATION 948  LAAITNZ  
   RHS     C  LAITNZ(-1)  PITNZ  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  948 PLOT=0;END;                                                     

Equation number =  948
**********************

Dependent variable = LAAITNZ 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.888930727

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.437133452       0.230403483  -6.23746     1.000000
13253 LAITNZ  ( -1)       0.604983236       0.057097648  10.59559    -3.890558
13251 PITNZ   (  0)      -0.113668040       0.095597185  -1.18903     0.862816

SE of equation            =     0.178306213
Sum of squared residuals  =  5.88172456      -0.129882771E-10
Average absolute error    =     0.135302714
Sum of ABS residuals      =  25.4369103    
R squared                 =   0.38704
Durbin-Watson statistic   =   2.32560
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*      +                               !!         0.   .   .          !
 1966.2!      +   *                           !!          .   .  0.          !
 1966.3!           *+                         !!          .  0.   .          !
 1966.4!             +     *                  !!          .   .   0          !
 1967.1!                  +                   !!          .   0   .          !
 1967.2!                 +   *                !!          .   . 0 .          !
 1967.3!                   +  *               !!          .   . 0 .          !
 1967.4!        *           +                 !!     0    .   .   .          !
 1968.1!        *  +                          !!          . 0 .   .          !
 1968.2!           + *                        !!          .   .0  .          !
 1968.3! *            +                       !!    0     .   .   .          !
 1968.4!       + *                            !!          .   .0  .          !
 1969.1!           +  *                       !!          .   . 0 .          !
 1969.2!            *  +                      !!          . 0 .   .          !
 1969.3!           *  +                       !!          . 0 .   .          !
 1969.4!           * +                        !!          . 0 .   .          !
 1970.1!             +          *             !!          .   .   .   0      !
 1970.2!             *       +                !!        0 .   .   .          !
 1970.3!               +  *                   !!          .   . 0 .          !
 1970.4!          *      +                    !!        0 .   .   .          !
 1971.1!          * +                         !!          .  0.   .          !
 1971.2!    *        +                        !!       0  .   .   .          !
 1971.3!         +          *                 !!          .   .   .   0      !
 1971.4!           *       +                  !!        0 .   .   .          !
 1972.1!             +                        !!          .   0   .          !
 1972.2!        *     +                       !!         0.   .   .          !
 1972.3!           +  *                       !!          .   . 0 .          !
 1972.4!          *    +                      !!          0   .   .          !
 1973.1!      *      +                        !!         0.   .   .          !
 1973.2!          +  *                        !!          .   . 0 .          !
 1973.3!              +     *                 !!          .   .   0          !
 1973.4!                  +    *              !!          .   .  0.          !
 1974.1!                    +*                !!          .   0   .          !
 1974.2!                   +                  !!          .   0   .          !
 1974.3!            *     +                   !!         0.   .   .          !
 1974.4!            * +                       !!          .  0.   .          !
 1975.1!           * +                        !!          . 0 .   .          !
 1975.2!             +  *                     !!          .   . 0 .          !
 1975.3!             *  +                     !!          . 0 .   .          !
 1975.4!              +  *                    !!          .   . 0 .          !
 1976.1!      *          +                    !!     0    .   .   .          !
 1976.2!      *   +                           !!          .0  .   .          !
 1976.3!    *     +                           !!          0   .   .          !
 1976.4!         +   *                        !!          .   .  0.          !
 1977.1!            *  +                      !!          . 0 .   .          !
 1977.2!          *   +                       !!          .0  .   .          !
 1977.3!       *     +                        !!          0   .   .          !
 1977.4!           +   *                      !!          .   .  0.          !
 1978.1!              * +                     !!          .  0.   .          !
 1978.2!         *     +                      !!         0.   .   .          !
 1978.3!        *   +                         !!          .0  .   .          !
 1978.4!           +     *                    !!          .   .   0          !
 1979.1!                *+                    !!          .   0   .          !
 1979.2!               *+                     !!          .  0.   .          !
 1979.3!                +                     !!          .   0   .          !
 1979.4!                +                     !!          .   0   .          !
 1980.1!        *       +                     !!        0 .   .   .          !
 1980.2!           +        *                 !!          .   .   . 0        !
 1980.3!           *       +                  !!        0 .   .   .          !
 1980.4!  *          +                        !!      0   .   .   .          !
 1981.1!     *  +                             !!          . 0 .   .          !
 1981.2!   *      +                           !!         0.   .   .          !
 1981.3!         +           *                !!          .   .   .    0     !
 1981.4!      *            +                  !!     0    .   .   .          !
 1982.1!          +                           !!          .  0.   .          !
 1982.2!            +  *                      !!          .   . 0 .          !
 1982.3!                +*                    !!          .   .0  .          !
 1982.4!      *          +                    !!      0   .   .   .          !
 1983.1!           +     *                    !!          .   .   0          !
 1983.2!                 +          *         !!          .   .   .   0      !
 1983.3!                       +              !!          .  0.   .          !
 1983.4!                    +                 !!          .  0.   .          !
 1984.1!                   +   *              !!          .   .  0.          !
 1984.2!          *          +                !!       0  .   .   .          !
 1984.3!             +        *               !!          .   .   .  0       !
 1984.4!                    +   *             !!          .   . 0 .          !
 1985.1!                     +        *       !!          .   .   . 0        !
 1985.2!                     *   +            !!          .0  .   .          !
 1985.3!                   +   *              !!          .   .  0.          !
 1985.4!                     +*               !!          .   .0  .          !
 1986.1!              *     +                 !!          0   .   .          !
 1986.2!               +       *              !!          .   .   . 0        !
 1986.3!                    +      *          !!          .   .   .0         !
 1986.4!                       +  *           !!          .   . 0 .          !
 1987.1!                      +    *          !!          .   .   0          !
 1987.2!                    *  +              !!          . 0 .   .          !
 1987.3!                   +     *            !!          .   .   .0         !
 1987.4!                   * +                !!          . 0 .   .          !
 1988.1!                * +                   !!          . 0 .   .          !
 1988.2!                +     *               !!          .   .   0          !
 1988.3!                    +   *             !!          .   .  0.          !
 1988.4!                  *  +                !!          . 0 .   .          !
 1989.1!               *  +                   !!          . 0 .   .          !
 1989.2!                +      *              !!          .   .   .0         !
 1989.3!                    +    *            !!          .   .  0.          !
 1989.4!                    *+                !!          .  0.   .          !
 1990.1!                  +  *                !!          .   . 0 .          !
 1990.2!                   +*                 !!          .   .0  .          !
 1990.3!                  +      *            !!          .   .   .0         !
 1990.4!                  *  +                !!          .0  .   .          !
 1991.1!                 +           *        !!          .   .   .    0     !
 1991.2!              *         +             !!       0  .   .   .          !
 1991.3!              +  *                    !!          .   . 0 .          !
 1991.4!               *+                     !!          .  0.   .          !
 1992.1!               +*                     !!          .   .0  .          !
 1992.2!                +      *              !!          .   .   .0         !
 1992.3!                *   +                 !!          . 0 .   .          !
 1992.4!                +         *           !!          .   .   .  0       !
 1993.1!                   *  +               !!          . 0 .   .          !
 1993.2!                  +*                  !!          .   .0  .          !
 1993.3!                  +                   *!          .   .   .          0
 1993.4!                          *  +        !!          . 0 .   .          !
 1994.1!                    * +               !!          .  0.   .          !
 1994.2!                   +     *            !!          .   .   .0         !
 1994.3!                   *  +               !!          . 0 .   .          !
 1994.4!                  +*                  !!          .   .0  .          !
 1995.1!                  +     *             !!          .   .   0          !
 1995.2!                     +    *           !!          .   .   0          !
 1995.3!                      +  *            !!          .   . 0 .          !
 1995.4!                     +*               !!          .   .0  .          !
 1996.1!                    +     *           !!          .   .   .0         !
 1996.2!                      +   *           !!          .   .  0.          !
 1996.3!                     *+               !!          .  0.   .          !
 1996.4!                  +  *                !!          .   . 0 .          !
 1997.1!                  +  *                !!          .   . 0 .          !
 1997.2!              *   +                   !!          .0  .   .          !
 1997.3!               + *                    !!          .   . 0 .          !
 1997.4!                +*                    !!          .   0   .          !
 1998.1!                +                     !!          .   0   .          !
 1998.2!                + *                   !!          .   . 0 .          !
 1998.3!                *+                    !!          .   0   .          !
 1998.4!          *     +                     !!          0   .   .          !
 1999.1!            +                         !!          .   0   .          !
 1999.2!             +                        !!          .   0   .          !
 1999.3!              +*                      !!          .   .0  .          !
 1999.4!            *  +                      !!          . 0 .   .          !
 2000.1!             +    *                   !!          .   .   0          !
 2000.2!                 +*                   !!          .   0   .          !
 2000.3!                 +                    !!          .   0   .          !
 2000.4!               * +                    !!          .  0.   .          !
 2001.1!               + *                    !!          .   . 0 .          !
 2001.2!                +  *                  !!          .   . 0 .          !
 2001.3!                  + *                 !!          .   . 0 .          !
 2001.4!                  + *                 !!          .   . 0 .          !
 2002.1!                  +*                  !!          .   0   .          !
 2002.2!                 +    *               !!          .   .   0          !
 2002.3!                   +   *              !!          .   .  0.          !
 2002.4!                    + *               !!          .   .0  .          !
 2003.1!                   +                  !!          .   0   .          !
 2003.2!                *+                    !!          .   0   .          !
 2003.3!               +*                     !!          .   .0  .          !
 2003.4!               + *                    !!          .   . 0 .          !
 2004.1!             *  +                     !!          . 0 .   .          !
 2004.2!             +   *                    !!          .   .  0.          !
 2004.3!                +  *                  !!          .   .  0.          !
 2004.4!                *+                    !!          .  0.   .          !
 2005.1!               +*                     !!          .   .0  .          !
 2005.2!               +    *                 !!          .   .  0.          !
 2005.3!                 + *                  !!          .   .0  .          !
 2005.4!             *   +                    !!          .0  .   .          !
 2006.1!           * +                        !!          . 0 .   .          !
 2006.2!            +*                        !!          .   .0  .          !
 2006.3!            *+                        !!          .  0.   .          !
 2006.4!             +                        !!          .   0   .          !
 2007.1!             +*                       !!          .   .0  .          !
 2007.2!              +                       !!          .   0   .          !
 2007.3!              +*                      !!          .   0   .          !
 2007.4!            * +                       !!          .  0.   .          !
 2008.1!             + *                      !!          .   .0  .          !
 2008.2!           *  +                       !!          . 0 .   .          !
 2008.3!            +                         !!          .   0   .          !
 2008.4!           *+                         !!          .  0.   .          !
 2009.1!       *    +                         !!          0   .   .          !
 2009.2!     *   +                            !!          .0  .   .          !
 2009.3!   *    +                             !!          0   .   .          !
 2009.4!  *    +                              !!          0   .   .          !
 2010.1!     *+                               !!          .  0.   .          !
 2010.2!     *   +                            !!          . 0 .   .          !
 2010.3!       * +                            !!          .  0.   .          !
 2010.4! *        +                           !!        0 .   .   .          !
 2011.1!      +*                              !!          .   .0  .          !
 2011.2!          + *                         !!          .   .0  .          !
 2011.3!             +                        !!          .   0   .          !
 2011.4!         *    +                       !!          .0  .   .          !
 2012.1!         *  +                         !!          . 0 .   .          !
 2012.2!           +                          !!          .   0   .          !
 2012.3!             +  *                     !!          .   .  0.          !
 2012.4!         *      +                     !!         0.   .   .          !


     29.79 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@EQ  1262 LAANENZ C LANENZ(-1) PNENZ;SMPL 1966.1 2012.4;OLS;EST 1262 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTNZ=STPX$/NZPMM;                                                      
 GENR LAASTNZ=LOG(AASTNZ+.00001);                                             
 GENR LASTNZ=LOG(ASTNZ+.00001);                                               
 LHS AASTNZ=EXP(LAASTNZ)-.00001;                                              
  EQ 1263 LAASTNZ C LASTNZ(-1) PSTNZ;                                         
EQUATION 949  LAASTNZ  
   RHS     C  LASTNZ(-1)  PSTNZ  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  949 PLOT=0;END;                                                     

Equation number =  949
**********************

Dependent variable = LAASTNZ 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.631099004

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.734754196       0.233455040  -7.43078     1.000000
13256 LASTNZ  ( -1)       0.524370292       0.061274816   8.55768    -4.625920
13254 PSTNZ   (  0)      -0.530381776       0.096976946  -5.46915     0.887379

SE of equation            =     0.181191628
Sum of squared residuals  =  6.07362509      -0.325872662E-11
Average absolute error    =     0.140590597
Sum of ABS residuals      =  26.4310323    
R squared                 =   0.63019
Durbin-Watson statistic   =   2.34168
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                      *     +         !!         0.   .   .          !
 1966.2!                       +*             !!          .   0   .          !
 1966.3!                        +*            !!          .   0   .          !
 1966.4!                        *+            !!          .   0   .          !
 1967.1!                         +      *     !!          .   .   . 0        !
 1967.2!                           * +        !!          . 0 .   .          !
 1967.3!                *         +           !!     0    .   .   .          !
 1967.4!                    +  *              !!          .   . 0 .          !
 1968.1!              *         +             !!     0    .   .   .          !
 1968.2!                   +        *         !!          .   .   .   0      !
 1968.3!                         +     *      !!          .   .   .0         !
 1968.4!                           + *        !!          .   . 0 .          !
 1969.1!                     *    +           !!          0   .   .          !
 1969.2!                       +  *           !!          .   . 0 .          !
 1969.3!                          +   *       !!          .   .   0          !
 1969.4!                            +  *      !!          .   . 0 .          !
 1970.1!                            +   *     !!          .   .  0.          !
 1970.2!                      *      +        !!         0.   .   .          !
 1970.3!                        + *           !!          .   . 0 .          !
 1970.4!                          +     *     !!          .   .   .0         !
 1971.1!                            *+        !!          .  0.   .          !
 1971.2!                    *     +           !!        0 .   .   .          !
 1971.3!                      +               !!          .   0   .          !
 1971.4!                       +   *          !!          .   .  0.          !
 1972.1!                     *   +            !!          .0  .   .          !
 1972.2!               *       +              !!       0  .   .   .          !
 1972.3!                   +                  !!          .   0   .          !
 1972.4!                   * +                !!          . 0 .   .          !
 1973.1!                     +*               !!          .   0   .          !
 1973.2!                     +                !!          .   0   .          !
 1973.3!                    +    *            !!          .   .   0          !
 1973.4!                    *  +              !!          .0  .   .          !
 1974.1!                     +       *        !!          .   .   .  0       !
 1974.2!                        * +           !!          . 0 .   .          !
 1974.3!                        +   *         !!          .   .   0          !
 1974.4!                 *       +            !!        0 .   .   .          !
 1975.1!                  +  *                !!          .   .  0.          !
 1975.2!                *   +                 !!          0   .   .          !
 1975.3!            *     +                   !!         0.   .   .          !
 1975.4!                +     *               !!          .   .   .0         !
 1976.1!       *              +               !!  0       .   .   .          !
 1976.2!             +     *                  !!          .   .   .0         !
 1976.3!          *        +                  !!      0   .   .   .          !
 1976.4!              +            *          !!          .   .   .      0   !
 1977.1!               *        +             !!      0   .   .   .          !
 1977.2!                  +                   !!          .   0   .          !
 1977.3!               *   +                  !!          0   .   .          !
 1977.4!               * +                    !!          . 0 .   .          !
 1978.1!          *    +                      !!          0   .   .          !
 1978.2!             +      *                 !!          .   .   . 0        !
 1978.3!                *+                    !!          .  0.   .          !
 1978.4!               +    *                 !!          .   .   0          !
 1979.1!                  +   *               !!          .   .   0          !
 1979.2!                  * +                 !!          . 0 .   .          !
 1979.3!                 +                    !!          .   0   .          !
 1979.4!            *    +                    !!         0.   .   .          !
 1980.1!               +      *               !!          .   .   .0         !
 1980.2!        *           +                 !!   0      .   .   .          !
 1980.3!              +     *                 !!          .   .   .0         !
 1980.4!           *        +                 !!       0  .   .   .          !
 1981.1!             *  +                     !!          .0  .   .          !
 1981.2!                  +  *                !!          .   . 0 .          !
 1981.3!                      +*              !!          .   .0  .          !
 1981.4!                   *  +               !!          .0  .   .          !
 1982.1!                  *+                  !!          .  0.   .          !
 1982.2!               *   +                  !!          .0  .   .          !
 1982.3!              *   +                   !!          0   .   .          !
 1982.4!                  +  *                !!          .   . 0 .          !
 1983.1!                     +                !!          .   0   .          !
 1983.2!                     + *              !!          .   . 0 .          !
 1983.3!                      +  *            !!          .   . 0 .          !
 1983.4!                   *   +              !!          .0  .   .          !
 1984.1!                  * +                 !!          . 0 .   .          !
 1984.2!                    +     *           !!          .   .   .0         !
 1984.3!                  *      +            !!        0 .   .   .          !
 1984.4!                     +     *          !!          .   .   .0         !
 1985.1!                      *   +           !!          .0  .   .          !
 1985.2!                       + *            !!          .   . 0 .          !
 1985.3!                    *   +             !!          .0  .   .          !
 1985.4!                     +        *       !!          .   .   .   0      !
 1986.1!                         +            !!          .   0   .          !
 1986.2!                       +          *   !!          .   .   .     0    !
 1986.3!                        * +           !!          . 0 .   .          !
 1986.4!                     +       *        !!          .   .   .  0       !
 1987.1!                       + *            !!          .   . 0 .          !
 1987.2!                    +   *             !!          .   .  0.          !
 1987.3!                    +*                !!          .   .0  .          !
 1987.4!                  +       *           !!          .   .   . 0        !
 1988.1!                    + *               !!          .   . 0 .          !
 1988.2!                    +                 !!          .   0   .          !
 1988.3!                   +  *               !!          .   .  0.          !
 1988.4!                    +*                !!          .   .0  .          !
 1989.1!                    +  *              !!          .   .  0.          !
 1989.2!                    *+                !!          .   0   .          !
 1989.3!                    +    *            !!          .   .   .0         !
 1989.4!                     +  *             !!          .   . 0 .          !
 1990.1!                    +       *         !!          .   .   . 0        !
 1990.2!                    *+                !!          .  0.   .          !
 1990.3!                 +          *         !!          .   .   .    0     !
 1990.4!                    +                 *!          .   .   .          0
 1991.1!                          +*          !!          .   .0  .          !
 1991.2!                   *+                 !!          .  0.   .          !
 1991.3!          *     +                     !!         0.   .   .          !
 1991.4!           +  *                       !!          .   .  0.          !
 1992.1!             +        *               !!          .   .   .  0       !
 1992.2!                  +*                  !!          .   0   .          !
 1992.3!               + *                    !!          .   .0  .          !
 1992.4!              +                       !!          .   .0  .          !
 1993.1!              +  *                    !!          .   .  0.          !
 1993.2!               +     *                !!          .   .   .0         !
 1993.3!                *+                    !!          .  0.   .          !
 1993.4!             +*                       !!          .   .0  .          !
 1994.1!           * +                        !!          . 0 .   .          !
 1994.2!           +         *                !!          .   .   .   0      !
 1994.3!                +                     !!          .   0   .          !
 1994.4!            * +                       !!          .  0.   .          !
 1995.1!           *+                         !!          .  0.   .          !
 1995.2!          +   *                       !!          .   .  0.          !
 1995.3!            +*                        !!          .   .0  .          !
 1995.4!           +      *                   !!          .   .   .0         !
 1996.1!              +   *                   !!          .   .  0.          !
 1996.2!         *     +                      !!         0.   .   .          !
 1996.3!      *   +                           !!          .0  .   .          !
 1996.4!         +  *                         !!          .   .  0.          !
 1997.1!             +          *             !!          .   .   .    0     !
 1997.2!               *   +                  !!          0   .   .          !
 1997.3!           *  +                       !!          . 0 .   .          !
 1997.4!            +    *                    !!          .   .   0          !
 1998.1!         *    +                       !!         0.   .   .          !
 1998.2!          +   *                       !!          .   .  0.          !
 1998.3!             + *                      !!          .   . 0 .          !
 1998.4!            +                         !!          .   0   .          !
 1999.1!*          +                          !!     0    .   .   .          !
 1999.2!     + *                              !!          .   .0  .          !
 1999.3!        +   *                         !!          .   .  0.          !
 1999.4!           *+                         !!          .  0.   .          !
 2000.1!         *  +                         !!          .0  .   .          !
 2000.2!           +                          !!          .   0   .          !
 2000.3!         *  +                         !!          .0  .   .          !
 2000.4!           +                          !!          .   0   .          !
 2001.1!           *+                         !!          .  0.   .          !
 2001.2!      *     +                         !!         0.   .   .          !
 2001.3!     *   +                            !!          0   .   .          !
 2001.4!     *  +                             !!          . 0 .   .          !
 2002.1!    *    +                            !!          0   .   .          !
 2002.2!      *+                              !!          .  0.   .          !
 2002.3!   *    +                             !!          0   .   .          !
 2002.4!     * +                              !!          .  0.   .          !
 2003.1!     * +                              !!          .  0.   .          !
 2003.2!      +*                              !!          .   0   .          !
 2003.3! *      +                             !!        0 .   .   .          !
 2003.4!    +*                                !!          .   0   .          !
 2004.1!*     +                               !!         0.   .   .          !
 2004.2!  *  +                                !!          .0  .   .          !
 2004.3!    *+                                !!          .  0.   .          !
 2004.4!      *+                              !!          .  0.   .          !
 2005.1!       +  *                           !!          .   . 0 .          !
 2005.2!         *+                           !!          .  0.   .          !
 2005.3!      *   +                           !!          0   .   .          !
 2005.4!       * +                            !!          . 0 .   .          !
 2006.1!  *      +                            !!        0 .   .   .          !
 2006.2!    *  +                              !!          . 0 .   .          !
 2006.3*        +                             !!      0   .   .   .          !
 2006.4!     +    *                           !!          .   .   0          !
 2007.1!        *  +                          !!          . 0 .   .          !
 2007.2!    *     +                           !!        0 .   .   .          !
 2007.3!       +                              !!          .   0   .          !
 2007.4!         +  *                         !!          .   .  0.          !
 2008.1!        *  +                          !!          .0  .   .          !
 2008.2!         +  *                         !!          .   .  0.          !
 2008.3!     *      +                         !!        0 .   .   .          !
 2008.4!        +*                            !!          .   .0  .          !
 2009.1!       *+                             !!          .  0.   .          !
 2009.2!       +*                             !!          .   .0  .          !
 2009.3!      *+                              !!          .  0.   .          !
 2009.4!      +     *                         !!          .   .   .0         !
 2010.1!    *    +                            !!         0.   .   .          !
 2010.2!      *+                              !!          .  0.   .          !
 2010.3!       +  *                           !!          .   . 0 .          !
 2010.4!         +       *                    !!          .   .   .  0       !
 2011.1!          *  +                        !!          .0  .   .          !
 2011.2!       * +                            !!          .  0.   .          !
 2011.3!      *+                              !!          .  0.   .          !
 2011.4!  *    +                              !!          0   .   .          !
 2012.1!     +  *                             !!          .   . 0 .          !
 2012.2!        *+                            !!          .   0   .          !
 2012.3!         +                            !!          .   0   .          !
 2012.4!    *   +                             !!          0   .   .          !


     31.38 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKNZ=UKPX$/NZPMM;                                                      
 GENR LAAUKNZ=LOG(AAUKNZ+.00001);                                             
 GENR LAUKNZ=LOG(AUKNZ+.00001);                                               
 LHS AAUKNZ=EXP(LAAUKNZ)-.00001;                                              
  EQ 1264 LAAUKNZ C LAUKNZ(-1) PUKNZ;                                         
EQUATION 950  LAAUKNZ  
   RHS     C  LAUKNZ(-1)  PUKNZ  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  950 PLOT=0;END;                                                     

Equation number =  950
**********************

Dependent variable = LAAUKNZ 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.405415332

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.117178306       0.096220969   1.21780     1.000000
13259 LAUKNZ  ( -1)       0.969595441       0.013903876  69.73562    -2.391197
13257 PUKNZ   (  0)      -0.210716585       0.114940766  -1.83326     0.968599

SE of equation            =     0.143353980
Sum of squared residuals  =  3.80181728      -0.836042346E-11
Average absolute error    =     0.112421020
Sum of ABS residuals      =  21.1351517    
R squared                 =   0.97643
Durbin-Watson statistic   =   2.99892
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                    +*!!         .    .   0.         !
 1966.2!                                    *+!!         .   0.    .         !
 1966.3!                                    + *!         .    .    .0        !
 1966.4!                                    *+!!         . 0  .    .         !
 1967.1!                                   + *!!         .    .    0         !
 1967.2!                                     +!!         .    . 0  .         !
 1967.3!                                     +!!         .    0    .         !
 1967.4!                               *    + !0         .    .    .         !
 1968.1!                               +   *  !!         .    .    .       0 !
 1968.2!                                   +  !!         .   0.    .         !
 1968.3!                                 *+   !!         .  0 .    .         !
 1968.4!                                 +*   !!         .    .  0 .         !
 1969.1!                                 +   *!!         .    .    .    0    !
 1969.2!                                     +!!         .    .0   .         !
 1969.3!                                    *+!!         .  0 .    .         !
 1969.4!                                    + *!         .    .    . 0       !
 1970.1!                                  *   +!    0    .    .    .         !
 1970.2!                                  + * !!         .    .    .0        !
 1970.3!                                 * +  !!         0    .    .         !
 1970.4!                                 +  * !!         .    .    . 0       !
 1971.1!                                   +  !!         .  0 .    .         !
 1971.2!                                  + * !!         .    .    0         !
 1971.3!                                   *+ !!         .  0 .    .         !
 1971.4!                                   +  !!         .    .0   .         !
 1972.1!                                 *+   !!         .0   .    .         !
 1972.2!                                 +    !!         .    . 0  .         !
 1972.3!                                *+    !!         .0   .    .         !
 1972.4!                                +   * !!         .    .    .      0  !
 1973.1!                                *   + !!   0     .    .    .         !
 1973.2!                              * +     !!         . 0  .    .         !
 1973.3!                              + *     !!         .    .    0         !
 1973.4!                             *  +     !!     0   .    .    .         !
 1974.1!                             + *      !!         .    .    .  0      !
 1974.2!                              *+      !!         .0   .    .         !
 1974.3!                              +*      !!         .    .   0.         !
 1974.4!                               +      !!         .   0.    .         !
 1975.1!                               +*     !!         .    .   0.         !
 1975.2!                               *+     !!         .   0.    .         !
 1975.3!                               +*     !!         .    . 0  .         !
 1975.4!                             *  +     !!        0.    .    .         !
 1976.1!                             + *      !!         .    .  0 .         !
 1976.2!                              *+      !!         .  0 .    .         !
 1976.3!                              +       !!         .   0.    .         !
 1976.4!                            * +       !!        0.    .    .         !
 1977.1!                            + *       !!         .    .    0         !
 1977.2!                             *+       !!         . 0  .    .         !
 1977.3!                            + *       !!         .    .   0.         !
 1977.4!                             *+       !!         .  0 .    .         !
 1978.1!                            +         !!         .   0.    .         !
 1978.2!                            +         !!         .    .0   .         !
 1978.3!                           *+         !!         . 0  .    .         !
 1978.4!                           +          !!         .    .0   .         !
 1979.1!                        *  +          !!       0 .    .    .         !
 1979.2!                        +    *        !!         .    .    .         0
 1979.3!                            *+        !!         .  0 .    .         !
 1979.4!                           *+         !!         .  0 .    .         !
 1980.1!                       *  +           !!     0   .    .    .         !
 1980.2!                      +*              !!         .    .0   .         !
 1980.3!                    * +               !!         0    .    .         !
 1980.4!                   + *                !!         .    .  0 .         !
 1981.1!                   *+                 !!         .  0 .    .         !
 1981.2!                 * +                  !!        0.    .    .         !
 1981.3!                 + *                  !!         .    .    .0        !
 1981.4!                  +                   !!         .  0 .    .         !
 1982.1!                 +  *                 !!         .    .    .  0      !
 1982.2!                    +                 !!         .    . 0  .         !
 1982.3!                    + *               !!         .    .    .0        !
 1982.4!                   * +                !!      0  .    .    .         !
 1983.1!                  + *                 !!         .    .    0         !
 1983.2!                   *+                 !!         .0   .    .         !
 1983.3!                  +                   !!         . 0  .    .         !
 1983.4!                 +*                   !!         .    .0   .         !
 1984.1!                 +  *                 !!         .    .    .0        !
 1984.2!                 *  +                 !!        0.    .    .         !
 1984.3!                 +                    !!         .    0    .         !
 1984.4!                 +  *                 !!         .    .    . 0       !
 1985.1!                   *+                 !!         . 0  .    .         !
 1985.2!                  + *                 !!         .    .  0 .         !
 1985.3!                   +                  !!         .    0    .         !
 1985.4!                   + *                !!         .    .    .0        !
 1986.1!                  *  +                !!        0.    .    .         !
 1986.2!                  +  *                !!         .    .    . 0       !
 1986.3!                    *+                !!         .  0 .    .         !
 1986.4!                    +*                !!         .    .0   .         !
 1987.1!                    +*                !!         .    .0   .         !
 1987.2!                   *+                 !!         .0   .    .         !
 1987.3!                   +*                 !!         .    .    0         !
 1987.4!                  * +                 !!         0    .    .         !
 1988.1!                  + *                 !!         .    .    .0        !
 1988.2!                  * +                 !!         .0   .    .         !
 1988.3!                 *+                   !!         . 0  .    .         !
 1988.4!              *  +                    !!       0 .    .    .         !
 1989.1!              +  *                    !!         .    .    .  0      !
 1989.2!                 +                    !!         .   0.    .         !
 1989.3!                 + *                  !!         .    .    .0        !
 1989.4!                   +*                 !!         .    .   0.         !
 1990.1!                    +*                !!         .    .  0 .         !
 1990.2!                     +                !!         .    0    .         !
 1990.3!                 *  +                 !!    0    .    .    .         !
 1990.4!                +*                    !!         .    .   0.         !
 1991.1!             *   +                    !!   0     .    .    .         !
 1991.2!             +*                       !!         .    .   0.         !
 1991.3!             +                        !!         .   0.    .         !
 1991.4!            *+                        !!         .  0 .    .         !
 1992.1!          * +                         !!         .0   .    .         !
 1992.2!          + *                         !!         .    .    .0        !
 1992.3!            +                         !!         .    0    .         !
 1992.4!           *+                         !!         .  0 .    .         !
 1993.1!           +                          !!         .    .0   .         !
 1993.2!           +                          !!         .    . 0  .         !
 1993.3!           +                          !!         .   0.    .         !
 1993.4!          + *                         !!         .    .    .0        !
 1994.1!            +                         !!         .  0 .    .         !
 1994.2!           + *                        !!         .    .    0         !
 1994.3!             +                        !!         .   0.    .         !
 1994.4!          * +                         !!       0 .    .    .         !
 1995.1!         +   *                        !!         .    .    .    0    !
 1995.2!          *  +                        !!       0 .    .    .         !
 1995.3!          +*                          !!         .    . 0  .         !
 1995.4!          *+                          !!         .  0 .    .         !
 1996.1!          + *                         !!         .    .    0         !
 1996.2!            +                         !!         .    . 0  .         !
 1996.3!           *+                         !!         . 0  .    .         !
 1996.4!         * +                          !!         .0   .    .         !
 1997.1!         +                            !!         .    . 0  .         !
 1997.2!        *+                            !!         .   0.    .         !
 1997.3!        + *                           !!         .    .    .0        !
 1997.4!        * +                           !!         .0   .    .         !
 1998.1!        +  *                          !!         .    .    .   0     !
 1998.2!         *+                           !!         0    .    .         !
 1998.3!        +                             !!         .  0 .    .         !
 1998.4!       +                              !!         .  0 .    .         !
 1999.1!      +                               !!         .    0    .         !
 1999.2!     *+                               !!         .   0.    .         !
 1999.3!     +  *                             !!         .    .    . 0       !
 1999.4!    *  +                              !!    0    .    .    .         !
 2000.1!    +  *                              !!         .    .    .  0      !
 2000.2!      *+                              !!         .  0 .    .         !
 2000.3!    * +                               !!         0    .    .         !
 2000.4!    + *                               !!         .    .    0         !
 2001.1!     +                                !!         .  0 .    .         !
 2001.2!     +*                               !!         .    .   0.         !
 2001.3!     *+                               !!         .  0 .    .         !
 2001.4!     + *                              !!         .    .    .0        !
 2002.1!    *  +                              !!    0    .    .    .         !
 2002.2!    + *                               !!         .    .    .0        !
 2002.3!      +                               !!         .    . 0  .         !
 2002.4!    * +                               !!         0    .    .         !
 2003.1!   *+                                 !!         . 0  .    .         !
 2003.2!   + *                                !!         .    .    0         !
 2003.3!     +                                !!         .    0    .         !
 2003.4!     +                                !!         .    .0   .         !
 2004.1!     +                                !!         .    .0   .         !
 2004.2!     +                                !!         .    .0   .         !
 2004.3!     +                                !!         .    0    .         !
 2004.4!     +                                !!         .   0.    .         !
 2005.1!    *+                                !!         .    0    .         !
 2005.2!   *+                                 !!         . 0  .    .         !
 2005.3!   +*                                 !!         .    .0   .         !
 2005.4!   *+                                 !!         .   0.    .         !
 2006.1!   +                                  !!         .   0.    .         !
 2006.2!   +*                                 !!         .    .   0.         !
 2006.3!  * +                                 !!       0 .    .    .         !
 2006.4!  +                                   !!         .   0.    .         !
 2007.1!  +  *                                !!         .    .    .  0      !
 2007.2! *   +                                !!  0      .    .    .         !
 2007.3!*+                                    !!         .  0 .    .         !
 2007.4!+                                     !!         .   0.    .         !
 2008.1!+                                     !!         .    0    .         !
 2008.2! +*                                   !!         .    .  0 .         !
 2008.3! *+                                   !!         . 0  .    .         !
 2008.4! *+                                   !!         .  0 .    .         !
 2009.1! +                                    !!         .    0    .         !
 2009.2!  +                                   !!         .    0    .         !
 2009.3!  +*                                  !!         .    .0   .         !
 2009.4! * +                                  !!         0    .    .         !
 2010.1! *+                                   !!         . 0  .    .         !
 2010.2!*+                                    !!         .0   .    .         !
 2010.3! +                                    !!         .    . 0  .         !
 2010.4*  +                                   !!      0  .    .    .         !
 2011.1!+*                                    !!         .    .   0.         !
 2011.2!  +*                                  !!         .    .  0 .         !
 2011.3!*  +                                  !!      0  .    .    .         !
 2011.4! +*                                   !!         .    .  0 .         !
 2012.1!  +*                                  !!         .    . 0  .         !
 2012.2!  * +                                 !!         .0   .    .         !
 2012.3!   +                                  !!         .    . 0  .         !
 2012.4!   *+                                 !!         . 0  .    .         !


     33.51 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ  1265 LAAFINZ C LAFINZ(-1) PFINZ;SMPL 1977.2 2012.4;OLS;EST 1265 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASNZ=ASPX$/NZPMM;                                                      
 GENR LAAASNZ=LOG(AAASNZ+.00001);                                             
 GENR LAASNZ=LOG(AASNZ+.00001);                                               
 LHS AAASNZ=EXP(LAAASNZ)-.00001;                                              
  EQ 1266 LAAASNZ C LAASNZ(-1) PASNZ;                                         
EQUATION 951  LAAASNZ  
   RHS     C  LAASNZ(-1)  PASNZ  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  951 PLOT=0;END;                                                     

Equation number =  951
**********************

Dependent variable = LAAASNZ 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -1.319726949

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.012929270       0.037915394  -0.34100     1.000000
13262 LAASNZ  ( -1)       0.765593722       0.041012456  18.66735    -1.319923
13260 PASNZ   (  0)      -0.277506044       0.054932790  -5.05174     1.067626

SE of equation            =     0.091762578
Sum of squared residuals  =  1.55776857       0.219835261E-11
Average absolute error    =     0.070600857
Sum of ABS residuals      =  13.2729610    
R squared                 =   0.87975
Durbin-Watson statistic   =   2.58596
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*     +                                !!        0 .   .   .          !
 1966.2! + *                                  !!          .   . 0 .          !
 1966.3!  * +                                 !!          .0  .   .          !
 1966.4!    + *                               !!          .   . 0 .          !
 1967.1!     *  +                             !!          .0  .   .          !
 1967.2!       +                              !!          .   0   .          !
 1967.3!       *  +                           !!          .0  .   .          !
 1967.4!         +         *                  !!          .   .   .      0   !
 1968.1!     *            +                   !0          .   .   .          !
 1968.2!       +                              !!          .   0   .          !
 1968.3!     *  +                             !!          .0  .   .          !
 1968.4! *    +                               !!         0.   .   .          !
 1969.1!   +       *                          !!          .   .   .     0    !
 1969.2!         *   +                        !!          0   .   .          !
 1969.3!           +                          !!          .   0   .          !
 1969.4!        *    +                        !!         0.   .   .          !
 1970.1!           +     *                    !!          .   .   .  0       !
 1970.2!              *  +                    !!          0   .   .          !
 1970.3!               +                      !!          .   0   .          !
 1970.4!            *   +                     !!         0.   .   .          !
 1971.1!              + *                     !!          .   . 0 .          !
 1971.2!               * +                    !!          .0  .   .          !
 1971.3!                + *                   !!          .   . 0 .          !
 1971.4!                   +                  !!          .   0   .          !
 1972.1!                  *+                  !!          . 0 .   .          !
 1972.2!                  +                   !!          .  0.   .          !
 1972.3!               *  +                   !!          .0  .   .          !
 1972.4!            *  +                      !!          .0  .   .          !
 1973.1!        *  +                          !!          0   .   .          !
 1973.2!       +*                             !!          .   .0  .          !
 1973.3!      +  *                            !!          .   .   0          !
 1973.4!       +   *                          !!          .   .   0          !
 1974.1!     *  +                             !!          .0  .   .          !
 1974.2!    * +                               !!          . 0 .   .          !
 1974.3!     +*                               !!          .   .0  .          !
 1974.4!        + *                           !!          .   . 0 .          !
 1975.1!          +                           !!          .   0   .          !
 1975.2!           +  *                       !!          .   .   0          !
 1975.3!    *         +                       !!   0      .   .   .          !
 1975.4!      +*                              !!          .   .0  .          !
 1976.1!        *+                            !!          .  0.   .          !
 1976.2!         + *                          !!          .   . 0 .          !
 1976.3!            +*                        !!          .   .0  .          !
 1976.4!             +  *                     !!          .   .  0.          !
 1977.1!             *  +                     !!         0.   .   .          !
 1977.2!              +                       !!          .   0   .          !
 1977.3!            *  +                      !!          .0  .   .          !
 1977.4!              +  *                    !!          .   .   0          !
 1978.1!              *   +                   !!          0   .   .          !
 1978.2!              *+                      !!          .  0.   .          !
 1978.3!           *   +                      !!         0.   .   .          !
 1978.4!             +      *                 !!          .   .   .   0      !
 1979.1!                 *  +                 !!          .0  .   .          !
 1979.2!               * +                    !!          .0  .   .          !
 1979.3!             *  +                     !!          0   .   .          !
 1979.4!              +                       !!          .   0   .          !
 1980.1!               *+                     !!          .  0.   .          !
 1980.2!                +                     !!          .   0   .          !
 1980.3!            *    +                    !!        0 .   .   .          !
 1980.4!             +     *                  !!          .   .   .  0       !
 1981.1!             *     +                  !!       0  .   .   .          !
 1981.2!          *   +                       !!         0.   .   .          !
 1981.3!           +   *                      !!          .   .   0          !
 1981.4!             *  +                     !!          0   .   .          !
 1982.1!             *+                       !!          .  0.   .          !
 1982.2!        *     +                       !!      0   .   .   .          !
 1982.3!          +   *                       !!          .   .   0          !
 1982.4!                +*                    !!          .   .0  .          !
 1983.1!                  +                   !!          .   0   .          !
 1983.2!                *  +                  !!          .0  .   .          !
 1983.3!             *   +                    !!         0.   .   .          !
 1983.4!              +   *                   !!          .   .   0          !
 1984.1!                  +                   !!          .  0.   .          !
 1984.2!                  + *                 !!          .   . 0 .          !
 1984.3!                     +*               !!          .   . 0 .          !
 1984.4!                   *  +               !!          0   .   .          !
 1985.1!             *      +                 !!       0  .   .   .          !
 1985.2!                +  *                  !!          .   .   0          !
 1985.3!           *        +                 !!    0     .   .   .          !
 1985.4!               +*                     !!          .   .0  .          !
 1986.1!              *   +                   !!         0.   .   .          !
 1986.2!                  +*                  !!          .   . 0 .          !
 1986.3!               *      +               !!       0  .   .   .          !
 1986.4!                   +  *               !!          .   .  0.          !
 1987.1!                     *  +             !!          .0  .   .          !
 1987.2!                       +  *           !!          .   .   0          !
 1987.3!                         * +          !!          . 0 .   .          !
 1987.4!                         *+           !!          .  0.   .          !
 1988.1!                         *+           !!          .   0   .          !
 1988.2!                      *  +            !!          0   .   .          !
 1988.3!                    * +               !!          . 0 .   .          !
 1988.4!                     + *              !!          .   .  0.          !
 1989.1!                       +*             !!          .   .0  .          !
 1989.2!                    *   +             !!          0   .   .          !
 1989.3!                 *   +                !!          0   .   .          !
 1989.4!                  +*                  !!          .   .0  .          !
 1990.1!                    +*                !!          .   . 0 .          !
 1990.2!                  *  +                !!          0   .   .          !
 1990.3!                   +  *               !!          .   .   0          !
 1990.4!                   *   +              !!          0   .   .          !
 1991.1!                     +   *            !!          .   .   0          !
 1991.2!                        +*            !!          .   .0  .          !
 1991.3!                         + *          !!          .   .  0.          !
 1991.4!                           +  *       !!          .   .   0          !
 1992.1!                           * +        !!          . 0 .   .          !
 1992.2!                           +  *       !!          .   .   0          !
 1992.3!                          *   +       !!          0   .   .          !
 1992.4!                          + *         !!          .   . 0 .          !
 1993.1!                            + *       !!          .   .  0.          !
 1993.2!                             *+       !!          .  0.   .          !
 1993.3!                         *   +        !!          0   .   .          !
 1993.4!                          +       *   !!          .   .   .     0    !
 1994.1!                              *  +    !!          .0  .   .          !
 1994.2!                              + *     !!          .   .  0.          !
 1994.3!                              *+      !!          .  0.   .          !
 1994.4!                             + *      !!          .   . 0 .          !
 1995.1!                              + *     !!          .   . 0 .          !
 1995.2!                              *+      !!          .  0.   .          !
 1995.3!                              + *     !!          .   .  0.          !
 1995.4!                               +   *  !!          .   .   0          !
 1996.1!                                 +*   !!          .   .0  .          !
 1996.2!                                +     !!          .   0   .          !
 1996.3!                               +  *   !!          .   .  0.          !
 1996.4!                                +  *  !!          .   .   0          !
 1997.1!                                 +*   !!          .   .0  .          !
 1997.2!                                +     *!          .   .   .  0       !
 1997.3!                                *  +  !!          0   .   .          !
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 2008.1!                  +                   !!          .   0   .          !
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 2008.3!         *   +                        !!         0.   .   .          !
 2008.4!        +*                            !!          .   .0  .          !
 2009.1!        +     *                       !!          .   .   .  0       !
 2009.2!             +    *                   !!          .   .   .0         !
 2009.3!                 +                    !!          .   0   .          !
 2009.4!               +  *                   !!          .   .  0.          !
 2010.1!                 +  *                 !!          .   .   0          !
 2010.2!           *     +                    !!       0  .   .   .          !
 2010.3!      * +                             !!          .0  .   .          !
 2010.4!    +   *                             !!          .   .   .0         !
 2011.1!      *+                              !!          .  0.   .          !
 2011.2!   +                                  !!          .   0   .          !
 2011.3!+*                                    !!          .   0   .          !
 2011.4+ *                                    !!          .   .  0.          !
 2012.1!+  *                                  !!          .   .  0.          !
 2012.2! *+                                   !!          .  0.   .          !
 2012.3! +*                                   !!          .   .0  .          !
 2012.4! +   *                                !!          .   .   0          !


     29.79 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSONZ=SOPX$/NZPMM;                                                      
 GENR LAASONZ=LOG(AASONZ+.00001);                                             
 GENR LASONZ=LOG(ASONZ+.00001);                                               
 LHS AASONZ=EXP(LAASONZ)-.00001;                                              
  EQ 1267 LAASONZ C LASONZ(-1) PSONZ;                                         
EQUATION 952  LAASONZ  
   RHS     C  LASONZ(-1)  PSONZ  
 SMPL 1972.1 2012.4;                                                          
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
 OLS;EST  952 PLOT=0;END;                                                     

Equation number =  952
**********************

Dependent variable = LAASONZ 

 1972.1 -   2012.4,    0 missing obs.,  164 obs. used.

Mean of dependent variable       -5.920019166

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.217476220       0.386730862  -5.73390     1.000000
13265 LASONZ  ( -1)       0.521748000       0.066225503   7.87835    -5.919214
13263 PSONZ   (  0)      -0.627595307       0.234750650  -2.67346     0.978664

SE of equation            =     0.359416698
Sum of squared residuals  =  20.7980385       0.952393719E-11
Average absolute error    =     0.271644153
Sum of ABS residuals      =  44.5496411    
R squared                 =   0.36402
Durbin-Watson statistic   =   2.36431
SMPL and No. Obs.         = 1972.1   2012.4    164

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.1!                        +             !!           .  .0 .           !
 1972.2!                       +*             !!           .  0  .           !
 1972.3!                       + *            !!           .  . 0.           !
 1972.4!                     *  +             !!           .0 .  .           !
 1973.1!                   * +                !!           .0 .  .           !
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 1973.3!               *     +                !!         0 .  .  .           !
 1973.4!             *  +                     !!           .0 .  .           !
 1974.1!           *   +                      !!           0  .  .           !
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 1974.3!                 *  +                 !!           .0 .  .           !
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 1975.1!         *         +                  !!       0   .  .  .           !
 1975.2!            *+                        !!           . 0.  .           !
 1975.3!            *  +                      !!           .0 .  .           !
 1975.4!              *+                      !!           . 0.  .           !
 1976.1!              *  +                    !!           .0 .  .           !
 1976.2!                +     *               !!           .  .  .0          !
 1976.3!            *        +                !!        0  .  .  .           !
 1976.4!              *+                      !!           . 0.  .           !
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 1979.4!   *               +                  !!   0       .  .  .           !
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 1981.4!                *+                    !!           . 0.  .           !
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 1982.2!                 +                    *!           .  .  .           0
 1982.3!                *           +         !!      0    .  .  .           !
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 1983.3!          *     +                     !!          0.  .  .           !
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 2004.3!                    +       *         !!           .  .  .  0        !
 2004.4!                      +     *         !!           .  .  .0          !
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 2005.3!                      +  *            !!           .  . 0.           !
 2005.4!                     +*               !!           .  0  .           !
 2006.1!                   + *                !!           .  .0 .           !
 2006.2!                   +    *             !!           .  .  0           !
 2006.3!                     +*               !!           .  0  .           !
 2006.4!                    +    *            !!           .  .  .0          !
 2007.1!                     *+               !!           . 0.  .           !
 2007.2!                    +   *             !!           .  .  0           !
 2007.3!                     + *              !!           .  .0 .           !
 2007.4!                    +     *           !!           .  .  .0          !
 2008.1!                       + *            !!           .  .0 .           !
 2008.2!                       +      *       !!           .  .  . 0         !
 2008.3!                          +*          !!           .  .0 .           !
 2008.4!                        +    *        !!           .  .  0           !
 2009.1!                    *    +            !!          0.  .  .           !
 2009.2!                   +                  !!           .  0  .           !
 2009.3!                  +    *              !!           .  .  0           !
 2009.4!                    +   *             !!           .  .  0           !
 2010.1!                     +*               !!           .  .0 .           !
 2010.2!                    +*                !!           .  .0 .           !
 2010.3!                   +   *              !!           .  .  0           !
 2010.4!                   +  *               !!           .  . 0.           !
 2011.1!                 * +                  !!           .0 .  .           !
 2011.2!                 +                    !!           .  0  .           !
 2011.3!                 + *                  !!           .  . 0.           !
 2011.4!                   +                  !!           .  0  .           !
 2012.1!               *  +                   !!           .0 .  .           !
 2012.2!                 +     *              !!           .  .  .0          !
 2012.3!                    +*                !!           .  .0 .           !
 2012.4!                    +  *              !!           .  . 0.           !


     26.83 percent of the residuals exceed 1 SE
      3.05 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKONZ=KOPX$/NZPMM;                                                      
 GENR LAAKONZ=LOG(AAKONZ+.00001);                                             
 GENR LAKONZ=LOG(AKONZ+.00001);                                               
 LHS AAKONZ=EXP(LAAKONZ)-.00001;                                              
  EQ 1268 LAAKONZ C LAKONZ(-1) PKONZ;                                         
EQUATION 953  LAAKONZ  
   RHS     C  LAKONZ(-1)  PKONZ  
 SMPL 1975.2 2012.4;                                                          
Sample period is now  1975.2 to  2012.4 Internally:    94 to   244
 OLS;EST  953 PLOT=0;END;                                                     

Equation number =  953
**********************

Dependent variable = LAAKONZ 

 1975.2 -   2012.4,    0 missing obs.,  151 obs. used.

Mean of dependent variable       -4.379740539

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.354410522       0.147030920  -2.41045     1.000000
13268 LAKONZ  ( -1)       0.740330429       0.054182940  13.66353    -4.403480
13266 PKONZ   (  0)      -0.544198427       0.141099799  -3.85683     1.406288

SE of equation            =     0.368637950
Sum of squared residuals  =  20.1123029      -0.156408220E-11
Average absolute error    =     0.220978735
Sum of ABS residuals      =  33.3677890    
R squared                 =   0.84178
Durbin-Watson statistic   =   2.30508
SMPL and No. Obs.         = 1975.2   2012.4    151

Plot of actual(*) and fitted(+) values and residuals(0)


 1975.2!*       +                             !!        0   . . .            !
 1975.3!     +       *                        !!            . . .   0        !
 1975.4!              +       *               !!            . . .  0         !
 1976.1*                     +                !0            . . .            !
 1976.2!   + *                                !!            . .0.            !
 1976.3!        +   *                         !!            . . .0           !
 1976.4!         *   +                        !!           0. . .            !
 1977.1!    *      +                          !!          0 . . .            !
 1977.2!        +                             !!            . 0 .            !
 1977.3!       *  +                           !!            0 . .            !
 1977.4!         *+                           !!            .0. .            !
 1978.1!        *  +                          !!            0 . .            !
 1978.2!          +   *                       !!            . . .0           !
 1978.3!               +                      !!            . 0 .            !
 1978.4!           *   +                      !!           0. . .            !
 1979.1!        *   +                         !!           0. . .            !
 1979.2!          +*                          !!            . .0.            !
 1979.3!            *+                        !!            . 0 .            !
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 1980.1!      *       +                       !!        0   . . .            !
 1980.2!         +                            !!            . 0 .            !
 1980.3!           *+                         !!            .0. .            !
 1980.4!             +    *                   !!            . . .0           !
 1981.1!             *    +                   !!          0 . . .            !
 1981.2!              +*                      !!            . .0.            !
 1981.3!            *   +                     !!           0. . .            !
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 1982.4!                   +     *            !!            . . . 0          !
 1983.1!           *            +             !!     0      . . .            !
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 2009.3!                                    + !!            . 0 .            !
 2009.4!                                 * +  !!            .0. .            !
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 2010.2!                                 +*   !!            . .0.            !
 2010.3!                                * +   !!            .0. .            !
 2010.4!                                 + *  !!            . . 0            !
 2011.1!                                  *+  !!            . 0 .            !
 2011.2!                                  +*  !!            . .0.            !
 2011.3!                                  *+  !!            .0. .            !
 2011.4!                                 *+   !!            . 0 .            !
 2012.1!                                  +*  !!            . .0.            !
 2012.2!                                   +  *!            . . 0            !
 2012.3!                                     +!!            . 0 .            !
 2012.4!                                    +*!!            . 0 .            !


     13.25 percent of the residuals exceed 1 SE
      4.64 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBENZ=BEPX$Q/NZPMM;                                                     
 GENR LAABENZ=LOG(AABENZ+.00001);                                             
 GENR LABENZ=LOG(ABENZ+.00001);                                               
 LHS AABENZ=EXP(LAABENZ)-.00001;                                              
  EQ 1269 LAABENZ C LABENZ(-1) PBENZ;                                         
EQUATION 954  LAABENZ  
   RHS     C  LABENZ(-1)  PBENZ  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  954 PLOT=0;END;                                                     

Equation number =  954
**********************

Dependent variable = LAABENZ 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.826200664

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.316219593       0.283093706  -4.64941     1.000000
13271 LABENZ  ( -1)       0.688383998       0.052917327  13.00867    -4.826124
13269 PBENZ   (  0)      -0.198563376       0.160213026  -1.23937     0.945565

SE of equation            =     0.206058522
Sum of squared residuals  =  7.85512119      -0.560351765E-11
Average absolute error    =     0.161993333
Sum of ABS residuals      =  30.4547466    
R squared                 =   0.48783
Durbin-Watson statistic   =   2.22063
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*                    +                 !0          .   .   .          !
 1966.2!      +      *                        !!          .   .   .0         !
 1966.3!              *+                      !!          .  0.   .          !
 1966.4!                +  *                  !!          .   . 0 .          !
 1967.1!     *             +                  !!    0     .   .   .          !
 1967.2!          +  *                        !!          .   . 0 .          !
 1967.3!             * +                      !!          .  0.   .          !
 1967.4!                +  *                  !!          .   . 0 .          !
 1968.1!       *            +                 !!     0    .   .   .          !
 1968.2!           +   *                      !!          .   . 0 .          !
 1968.3!          *     +                     !!          0   .   .          !
 1968.4!       *     +                        !!          0   .   .          !
 1969.1!           +   *                      !!          .   .  0.          !
 1969.2!             *   +                    !!          .0  .   .          !
 1969.3!        *      +                      !!         0.   .   .          !
 1969.4!       *    +                         !!          0   .   .          !
 1970.1!           +                          !!          .   0   .          !
 1970.2!              +        *              !!          .   .   .  0       !
 1970.3!                      +               !!          .  0.   .          !
 1970.4!                 *   +                !!          .0  .   .          !
 1971.1!        *         +                   !!       0  .   .   .          !
 1971.2!    *       +                         !!        0 .   .   .          !
 1971.3!   *     +                            !!          0   .   .          !
 1971.4!         +     *                      !!          .   .   0          !
 1972.1!                 + *                  !!          .   .0  .          !
 1972.2!                *  +                  !!          . 0 .   .          !
 1972.3!                 +  *                 !!          .   . 0 .          !
 1972.4!                    +                 !!          .   0   .          !
 1973.1!              *     +                 !!         0.   .   .          !
 1973.2!        *       +                     !!        0 .   .   .          !
 1973.3!           +         *                !!          .   .   .  0       !
 1973.4!                   *+                 !!          .  0.   .          !
 1974.1!                    +     *           !!          .   .   .0         !
 1974.2!                       *+             !!          .  0.   .          !
 1974.3!                *     +               !!          0   .   .          !
 1974.4!                 + *                  !!          .   .0  .          !
 1975.1!              *    +                  !!          .0  .   .          !
 1975.2!                + *                   !!          .   . 0 .          !
 1975.3!                   +  *               !!          .   . 0 .          !
 1975.4!            *        +                !!        0 .   .   .          !
 1976.1!               +    *                 !!          .   .   0          !
 1976.2!                    +      *          !!          .   .   .0         !
 1976.3!                    *    +            !!          0   .   .          !
 1976.4!                   *+                 !!          .   0   .          !
 1977.1!                   +   *              !!          .   . 0 .          !
 1977.2!                   *  +               !!          . 0 .   .          !
 1977.3!            *      +                  !!         0.   .   .          !
 1977.4!             *+                       !!          .   0   .          !
 1978.1!              *+                      !!          .   0   .          !
 1978.2!             *  +                     !!          . 0 .   .          !
 1978.3!          *    +                      !!          .0  .   .          !
 1978.4!             +                        !!          .   0   .          !
 1979.1!              *+                      !!          .  0.   .          !
 1979.2!              *+                      !!          .  0.   .          !
 1979.3!              * +                     !!          .  0.   .          !
 1979.4!         *     +                      !!         0.   .   .          !
 1980.1!          * +                         !!          . 0 .   .          !
 1980.2!     *       +                        !!        0 .   .   .          !
 1980.3!          + *                         !!          .   . 0 .          !
 1980.4!      *        +                      !!        0 .   .   .          !
 1981.1!     *     +                          !!          0   .   .          !
 1981.2!           + *                        !!          .   .0  .          !
 1981.3!                +      *              !!          .   .   .0         !
 1981.4!                       +     *        !!          .   .   0          !
 1982.1!                     *     +          !!          0   .   .          !
 1982.2!                    * +               !!          .  0.   .          !
 1982.3!            *        +                !!        0 .   .   .          !
 1982.4!               +                      !!          .   0   .          !
 1983.1!                 +*                   !!          .   0   .          !
 1983.2!                   +  *               !!          .   . 0 .          !
 1983.3!                  *   +               !!          .0  .   .          !
 1983.4!                    +*                !!          .   .0  .          !
 1984.1!                      +       *       !!          .   .   . 0        !
 1984.2!                            + *       !!          .   . 0 .          !
 1984.3!                       *    +         !!          0   .   .          !
 1984.4!                       +     *        !!          .   .   0          !
 1985.1!                          *+          !!          .  0.   .          !
 1985.2!                         +*           !!          .   0   .          !
 1985.3!                         +*           !!          .   .0  .          !
 1985.4!                         +    *       !!          .   .   0          !
 1986.1!                           +     *    !!          .   .   0          !
 1986.2!                    *        +        !!        0 .   .   .          !
 1986.3!                     +    *           !!          .   .   0          !
 1986.4!                        +        *    !!          .   .   . 0        !
 1987.1!                        *    +        !!          0   .   .          !
 1987.2!                       +        *     !!          .   .   .  0       !
 1987.3!                         *   +        !!          .0  .   .          !
 1987.4!                       +      *       !!          .   .   .0         !
 1988.1!                           +          !!          .   0   .          !
 1988.2!                       * +            !!          . 0 .   .          !
 1988.3!                      +    *          !!          .   .  0.          !
 1988.4!                   *     +            !!          0   .   .          !
 1989.1!                    +                 !!          .   0   .          !
 1989.2!                    +          *      !!          .   .   .  0       !
 1989.3!                            +         !!          .   0   .          !
 1989.4!                 *       +            !!        0 .   .   .          !
 1990.1!                  +       *           !!          .   .   .0         !
 1990.2!                        + *           !!          .   . 0 .          !
 1990.3!                       *+             !!          .  0.   .          !
 1990.4!           *          +               !!       0  .   .   .          !
 1991.1!             +  *                     !!          .   . 0 .          !
 1991.2!                *+                    !!          .  0.   .          !
 1991.3!                 +*                   !!          .   .0  .          !
 1991.4!                * +                   !!          .  0.   .          !
 1992.1!            *    +                    !!          .0  .   .          !
 1992.2!              +  *                    !!          .   . 0 .          !
 1992.3!             *   +                    !!          .0  .   .          !
 1992.4!              +*                      !!          .   0   .          !
 1993.1!              * +                     !!          . 0 .   .          !
 1993.2!             * +                      !!          . 0 .   .          !
 1993.3!               +   *                  !!          .   .  0.          !
 1993.4!                *  +                  !!          . 0 .   .          !
 1994.1!               * +                    !!          . 0 .   .          !
 1994.2!                +    *                !!          .   .   0          !
 1994.3!            *        +                !!        0 .   .   .          !
 1994.4!              +            *          !!          .   .   .    0     !
 1995.1!                    *   +             !!          .0  .   .          !
 1995.2!                  *+                  !!          .  0.   .          !
 1995.3!                  +  *                !!          .   . 0 .          !
 1995.4!            *       +                 !!         0.   .   .          !
 1996.1!              +    *                  !!          .   .  0.          !
 1996.2!                *  +                  !!          . 0 .   .          !
 1996.3!                 +*                   !!          .   .0  .          !
 1996.4!                  +      *            !!          .   .   .0         !
 1997.1!                       +      *       !!          .   .   0          !
 1997.2!                      *    +          !!          .0  .   .          !
 1997.3!                      +   *           !!          .   .  0.          !
 1997.4!                        +  *          !!          .   . 0 .          !
 1998.1!                       * +            !!          . 0 .   .          !
 1998.2!                      +   *           !!          .   .  0.          !
 1998.3!                       *+             !!          .  0.   .          !
 1998.4!                    *+                !!          .  0.   .          !
 1999.1!                    +   *             !!          .   .  0.          !
 1999.2!                       +  *           !!          .   . 0 .          !
 1999.3!                        +             !!          .   0   .          !
 1999.4!                   *   +              !!          .0  .   .          !
 2000.1!                   +        *         !!          .   .   . 0        !
 2000.2!                          +     *     !!          .   .   0          !
 2000.3!                          * +         !!          .  0.   .          !
 2000.4!                         +*           !!          .   .0  .          !
 2001.1!                         +   *        !!          .   .  0.          !
 2001.2!                           +     *    !!          .   .   0          !
 2001.3!                             +       *!!          .   .   .0         !
 2001.4!                                + *   !!          .   . 0 .          !
 2002.1!                              +  *    !!          .   . 0 .          !
 2002.2!                             +   *    !!          .   .  0.          !
 2002.3!                             +       *!!          .   .   . 0        !
 2002.4!                                +     *!          .   .   0          !
 2003.1!                                +  *  !!          .   . 0 .          !
 2003.2!                             *+       !!          .  0.   .          !
 2003.3!                          +*          !!          .   .0  .          !
 2003.4!                        +       *     !!          .   .   . 0        !
 2004.1!                            +*        !!          .   0   .          !
 2004.2!                         *+           !!          .   0   .          !
 2004.3!                       +      *       !!          .   .   .0         !
 2004.4!                         *+           !!          .  0.   .          !
 2005.1!                      + *             !!          .   .0  .          !
 2005.2!                      +   *           !!          .   .  0.          !
 2005.3!                       *+             !!          .  0.   .          !
 2005.4!                  *  +                !!          .0  .   .          !
 2006.1!                  +*                  !!          .   .0  .          !
 2006.2!                   +  *               !!          .   .  0.          !
 2006.3!                   * +                !!          .  0.   .          !
 2006.4!                   + *                !!          .   .0  .          !
 2007.1!                   *+                 !!          .  0.   .          !
 2007.2!                 * +                  !!          .  0.   .          !
 2007.3!                 +                    !!          .   0   .          !
 2007.4!                 +    *               !!          .   .  0.          !
 2008.1!                 *  +                 !!          . 0 .   .          !
 2008.2!                 +     *              !!          .   .   0          !
 2008.3!                 *   +                !!          .0  .   .          !
 2008.4!                 +  *                 !!          .   . 0 .          !
 2009.1!                   +   *              !!          .   . 0 .          !
 2009.2!                     +                !!          .   0   .          !
 2009.3!                  *+                  !!          .  0.   .          !
 2009.4!                  +                   !!          .   0   .          !
 2010.1!                  +    *              !!          .   .   0          !
 2010.2!                 *    +               !!          0   .   .          !
 2010.3!                  +  *                !!          .   . 0 .          !
 2010.4!              *     +                 !!          0   .   .          !
 2011.1!                +    *                !!          .   .   0          !
 2011.2!                    +                 !!          .   0   .          !
 2011.3!        *          +                  !!      0   .   .   .          !
 2011.4!           +  *                       !!          .   . 0 .          !
 2012.1!               *+                     !!          .  0.   .          !
 2012.2!             *  +                     !!          . 0 .   .          !
 2012.3!               +    *                 !!          .   .   0          !
 2012.4!                   +*                 !!          .   .0  .          !


     31.91 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
@EQ  1270 LAADENZ C LADENZ(-1) PDENZ;SMPL 1969.4 2012.4;OLS;EST 1270 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNONZ=NOPX$Q/NZPMM;                                                     
 GENR LAANONZ=LOG(AANONZ+.00001);                                             
 GENR LANONZ=LOG(ANONZ+.00001);                                               
 LHS AANONZ=EXP(LAANONZ)-.00001;                                              
  EQ 1271 LAANONZ C LANONZ(-1) PNONZ;                                         
EQUATION 955  LAANONZ  
   RHS     C  LANONZ(-1)  PNONZ  
 SMPL 1972.1 2012.4;                                                          
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
 OLS;EST  955 PLOT=0;END;                                                     

Equation number =  955
**********************

Dependent variable = LAANONZ 

 1972.1 -   2012.4,    0 missing obs.,  164 obs. used.

Mean of dependent variable       -6.286904038

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.257279024       0.383838258  -8.48607     1.000000
13274 LANONZ  ( -1)       0.297003241       0.075852508   3.91554    -6.275329
13272 PNONZ   (  0)      -1.389074413       0.239964597  -5.78866     0.839287

SE of equation            =     0.497219811
Sum of squared residuals  =  39.8036340       0.678390677E-11
Average absolute error    =     0.327610491
Sum of ABS residuals      =  53.7281206    
R squared                 =   0.44536
Durbin-Watson statistic   =   2.11139
SMPL and No. Obs.         = 1972.1   2012.4    164

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.1!                  +    *              !!          .   .  0.          !
 1972.2!                   +   *              !!          .   .  0.          !
 1972.3!                  +     *             !!          .   .   0          !
 1972.4!                   + *                !!          .   . 0 .          !
 1973.1!                  + *                 !!          .   .0  .          !
 1973.2!                 +*                   !!          .   .0  .          !
 1973.3!               + *                    !!          .   .0  .          !
 1973.4!               +*                     !!          .   0   .          !
 1974.1!               +                      !!          .   0   .          !
 1974.2!               +                *     !!          .   .   .       0  !
 1974.3!                   +                  !!          .  0.   .          !
 1974.4!               +   *                  !!          .   .  0.          !
 1975.1!            * +                       !!          .  0.   .          !
 1975.2!           + *                        !!          .   .0  .          !
 1975.3!             +*                       !!          .   0   .          !
 1975.4!              +                       !!          .   .0  .          !
 1976.1!               +                      !!          .   0   .          !
 1976.2!              +                       !!          .   0   .          !
 1976.3!             *+                       !!          .  0.   .          !
 1976.4!             +*                       !!          .   .0  .          !
 1977.1!             *+                       !!          .   0   .          !
 1977.2!             *+                       !!          .   0   .          !
 1977.3!              +          *            !!          .   .   .   0      !
 1977.4!                 +    *               !!          .   .  0.          !
 1978.1!                +    *                !!          .   .  0.          !
 1978.2!             * +                      !!          .  0.   .          !
 1978.3!            *  +                      !!          . 0 .   .          !
 1978.4!            * +                       !!          .  0.   .          !
 1979.1!           *  +                       !!          . 0 .   .          !
 1979.2!          *   +                       !!          . 0 .   .          !
 1979.3!         *   +                        !!          .0  .   .          !
 1979.4!            +        *                !!          .   .   . 0        !
 1980.1!            *  +                      !!          . 0 .   .          !
 1980.2!        *  +                          !!          . 0 .   .          !
 1980.3!          +                           !!          .   0   .          !
 1980.4!           +*                         !!          .   .0  .          !
 1981.1!        *  +                          !!          .0  .   .          !
 1981.2!           +   *                      !!          .   .  0.          !
 1981.3!             +                        !!          .   0   .          !
 1981.4!            +                         !!          .   0   .          !
 1982.1!    *      +                          !!          0   .   .          !
 1982.2!      *  +                            !!          . 0 .   .          !
 1982.3!         +    *                       !!          .   .  0.          !
 1982.4!          *  +                        !!          . 0 .   .          !
 1983.1!            +*                        !!          .   .0  .          !
 1983.2!             +            *           !!          .   .   .    0     !
 1983.3!                 +     *              !!          .   .   0          !
 1983.4!            *  +                      !!          . 0 .   .          !
 1984.1!           *+                         !!          .  0.   .          !
 1984.2!         *  +                         !!          .0  .   .          !
 1984.3!            + *                       !!          .   .0  .          !
 1984.4!             +*                       !!          .   0   .          !
 1985.1!             +                        !!          .   0   .          !
 1985.2!             +                        !!          .   0   .          !
 1985.3!          *  +                        !!          . 0 .   .          !
 1985.4!            +     *                   !!          .   .   0          !
 1986.1!            *  +                      !!          . 0 .   .          !
 1986.2!             * +                      !!          .  0.   .          !
 1986.3!              * +                     !!          .  0.   .          !
 1986.4!               * +                    !!          .  0.   .          !
 1987.1!              * +                     !!          . 0 .   .          !
 1987.2!               *+                     !!          .   0   .          !
 1987.3!        *       +                     !!        0 .   .   .          !
 1987.4!        *     +                       !!          0   .   .          !
 1988.1!              +  *                    !!          .   . 0 .          !
 1988.2!                 +        *           !!          .   .   . 0        !
 1988.3!                *   +                 !!          .0  .   .          !
 1988.4!                  +*                  !!          .   .0  .          !
 1989.1!                  +                   !!          .   0   .          !
 1989.2!                *+                    !!          .  0.   .          !
 1989.3!                *+                    !!          .   0   .          !
 1989.4!            *   +                     !!          .0  .   .          !
 1990.1!             * +                      !!          .  0.   .          !
 1990.2!            *   +                     !!          . 0 .   .          !
 1990.3!              +  *                    !!          .   . 0 .          !
 1990.4!             +                     *  !!          .   .   .          0
 1991.1!                    *+                !!          .  0.   .          !
 1991.2!                 +                   *!!          .   .   .         0!
 1991.3!               *      +               !!         0.   .   .          !
 1991.4!               +    *                 !!          .   .   0          !
 1992.1!          *       +                   !!         0.   .   .          !
 1992.2!              *+                      !!          .   0   .          !
 1992.3!              *+                      !!          .  0.   .          !
 1992.4!               +                     *!!          .   .   .          0
 1993.1!         *             +              !!    0     .   .   .          !
 1993.2!               +                      !!          .   0   .          !
 1993.3!          *      +                    !!         0.   .   .          !
 1993.4!               *+                     !!          .  0.   .          !
 1994.1!                  +  *                !!          .   . 0 .          !
 1994.2!              *    +                  !!          .0  .   .          !
 1994.3!         *       +                    !!        0 .   .   .          !
 1994.4!        *      +                      !!         0.   .   .          !
 1995.1!               +                      !!          .   0   .          !
 1995.2!                 +       *            !!          .   .   . 0        !
 1995.3!                    +      *          !!          .   .   .0         !
 1995.4!                     +*               !!          .   .0  .          !
 1996.1!                *  +                  !!          . 0 .   .          !
 1996.2!                *+                    !!          .  0.   .          !
 1996.3!                +                     !!          .   0   .          !
 1996.4!                +     *               !!          .   .   0          !
 1997.1!                  +                   *!          .   .   .         0!
 1997.2!                *       +             !!         0.   .   .          !
 1997.3!             *   +                    !!          .0  .   .          !
 1997.4!           *    +                     !!          .0  .   .          !
 1998.1!                +*                    !!          .   .0  .          !
 1998.2!          *       +                   !!        0 .   .   .          !
 1998.3!               *+                     !!          .  0.   .          !
 1998.4!               *  +                   !!          . 0 .   .          !
 1999.1!                 *+                   !!          .  0.   .          !
 1999.2!               *  +                   !!          . 0 .   .          !
 1999.3!              * +                     !!          .  0.   .          !
 1999.4!              *+                      !!          .   0   .          !
 2000.1!          *   +                       !!          .0  .   .          !
 2000.2!             +*                       !!          .   .0  .          !
 2000.3!          *  +                        !!          . 0 .   .          !
 2000.4!          *+                          !!          .  0.   .          !
 2001.1!            + *                       !!          .   .0  .          !
 2001.2!             +                        !!          .   0   .          !
 2001.3!             *+                       !!          .  0.   .          !
 2001.4!              *+                      !!          .   0   .          !
 2002.1!               + *                    !!          .   .0  .          !
 2002.2!               +*                     !!          .   .0  .          !
 2002.3!            *  +                      !!          . 0 .   .          !
 2002.4!             +*                       !!          .   0   .          !
 2003.1!        *    +                        !!          0   .   .          !
 2003.2!            +            *            !!          .   .   .    0     !
 2003.3!           *     +                    !!          0   .   .          !
 2003.4!           * +                        !!          .  0.   .          !
 2004.1!         *  +                         !!          . 0 .   .          !
 2004.2!          * +                         !!          .  0.   .          !
 2004.3!     *     +                          !!          0   .   .          !
 2004.4!   *     +                            !!          0   .   .          !
 2005.1!  *     +                             !!          0   .   .          !
 2005.2!       +  *                           !!          .   . 0 .          !
 2005.3!        +*                            !!          .   .0  .          !
 2005.4!     *  +                             !!          . 0 .   .          !
 2006.1!   *  +                               !!          . 0 .   .          !
 2006.2!  * +                                 !!          .  0.   .          !
 2006.3!    + *                               !!          .   .0  .          !
 2006.4!  *   +                               !!          .0  .   .          !
 2007.1!   *  +                               !!          . 0 .   .          !
 2007.2!     +  *                             !!          .   . 0 .          !
 2007.3!     +*                               !!          .   0   .          !
 2007.4!   +                                  !!          .   0   .          !
 2008.1!*+                                    !!          .  0.   .          !
 2008.2+             *                        !!          .   .   .     0    !
 2008.3!  *  +                                !!          . 0 .   .          !
 2008.4!  *  +                                !!          . 0 .   .          !
 2009.1! *     +                              !!          0   .   .          !
 2009.2!   *   +                              !!          . 0 .   .          !
 2009.3!      *+                              !!          .   0   .          !
 2009.4!    *  +                              !!          . 0 .   .          !
 2010.1!*     +                               !!          0   .   .          !
 2010.2!    * +                               !!          . 0 .   .          !
 2010.3!      +                               !!          .   0   .          !
 2010.4! *    +                               !!          .0  .   .          !
 2011.1!  *+                                  !!          .  0.   .          !
 2011.2!  *+                                  !!          .   0   .          !
 2011.3!   +   *                              !!          .   . 0 .          !
 2011.4!    +*                                !!          .   0   .          !
 2012.1!  +*                                  !!          .   .0  .          !
 2012.2!*  +                                  !!          .0  .   .          !
 2012.3*  +                                   !!          . 0 .   .          !
 2012.4! +*                                   !!          .   .0  .          !


     19.51 percent of the residuals exceed 1 SE
      6.10 percent of the residuals exceed 2 SE
@EQ  1272 LAASWNZ C LASWNZ(-1) PSWNZ;SMPL 1966.1 2012.4;OLS;EST 1272 PLOT=0;EN
@EQ  1273 LAAGRNZ C LAGRNZ(-1) PGRNZ;SMPL 1976.2 2012.4;OLS;EST 1273 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRNZ=IRPX$Q/NZPMM;                                                     
 GENR LAAIRNZ=LOG(AAIRNZ+.00001);                                             
 GENR LAIRNZ=LOG(AIRNZ+.00001);                                               
 LHS AAIRNZ=EXP(LAAIRNZ)-.00001;                                              
  EQ 1274 LAAIRNZ C LAIRNZ(-1) PIRNZ;                                         
EQUATION 956  LAAIRNZ  
   RHS     C  LAIRNZ(-1)  PIRNZ  
 SMPL 1978.4 2012.4;                                                          
Sample period is now  1978.4 to  2012.4 Internally:   108 to   244
 OLS;EST  956 PLOT=0;END;                                                     

Equation number =  956
**********************

Dependent variable = LAAIRNZ 

 1978.4 -   2012.4,    0 missing obs.,  137 obs. used.

Mean of dependent variable       -5.876144641

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.438238253       0.364440341  -3.94643     1.000000
13277 LAIRNZ  ( -1)       0.674129596       0.061993054  10.87428    -5.886589
13275 PIRNZ   (  0)      -0.423751409       0.229424671  -1.84702     1.108155

SE of equation            =     0.311946010
Sum of squared residuals  =  13.0395819      -0.980460158E-11
Average absolute error    =     0.233982424
Sum of ABS residuals      =  32.0555921    
R squared                 =   0.53691
Durbin-Watson statistic   =   2.22406
SMPL and No. Obs.         = 1978.4   2012.4    137

Plot of actual(*) and fitted(+) values and residuals(0)


 1978.4!       *   +                          !!          0   .   .          !
 1979.1!           +                  *       !!          .   .   .          0
 1979.2!                *          +          !!     0    .   .   .          !
 1979.3!   *              +                   !!  0       .   .   .          !
 1979.4!   *     +                            !!         0.   .   .          !
 1980.1! *       +                            !!       0  .   .   .          !
 1980.2!     *  +                             !!          . 0 .   .          !
 1980.3*           +                          !!    0     .   .   .          !
 1980.4!      *+                              !!          .  0.   .          !
 1981.1! *          +                         !!     0    .   .   .          !
 1981.2!         +   *                        !!          .   .  0.          !
 1981.3!                *+                    !!          .  0.   .          !
 1981.4!            *      +                  !!         0.   .   .          !
 1982.1!          *     +                     !!         0.   .   .          !
 1982.2!               +      *               !!          .   .   . 0        !
 1982.3!                  *    +              !!          0   .   .          !
 1982.4!                    *+                !!          .   0   .          !
 1983.1!                   *  +               !!          . 0 .   .          !
 1983.2!              *      +                !!         0.   .   .          !
 1983.3!                  +*                  !!          .   .0  .          !
 1983.4!                  *  +                !!          . 0 .   .          !
 1984.1!                     +  *             !!          .   .  0.          !
 1984.2!                      *  +            !!          . 0 .   .          !
 1984.3!                        +    *        !!          .   .   0          !
 1984.4!                           *+         !!          .  0.   .          !
 1985.1!                           +      *   !!          .   .   . 0        !
 1985.2!                               +*     !!          .   0   .          !
 1985.3!                             +*       !!          .   .0  .          !
 1985.4!                         *  +         !!          . 0 .   .          !
 1986.1!                         +            !!          .   0   .          !
 1986.2!                        +*            !!          .   0   .          !
 1986.3!                       *+             !!          .  0.   .          !
 1986.4!                    *  +              !!          .0  .   .          !
 1987.1!                     +   *            !!          .   .  0.          !
 1987.2!                   *    +             !!          0   .   .          !
 1987.3!                    +   *             !!          .   .  0.          !
 1987.4!                        +  *          !!          .   .  0.          !
 1988.1!                         +     *      !!          .   .   .0         !
 1988.2!                            +         !!          .   0   .          !
 1988.3!                          *+          !!          .   0   .          !
 1988.4!                         + *          !!          .   .0  .          !
 1989.1!                  *       +           !!        0 .   .   .          !
 1989.2!                   *+                 !!          .  0.   .          !
 1989.3!                   * +                !!          .  0.   .          !
 1989.4!                    +     *           !!          .   .   .0         !
 1990.1!                         +            !!          .   0   .          !
 1990.2!                       *+             !!          .  0.   .          !
 1990.3!                 *     +              !!          0   .   .          !
 1990.4!                  *+                  !!          .  0.   .          !
 1991.1!             *      +                 !!        0 .   .   .          !
 1991.2!             *  +                     !!          . 0 .   .          !
 1991.3!                +                 *   !!          .   .   .         0!
 1991.4!                              +       *!          .   .   .  0       !
 1992.1!                    *           +     !!    0     .   .   .          !
 1992.2!                   *+                 !!          .  0.   .          !
 1992.3!                   +       *          !!          .   .   . 0        !
 1992.4!                      *  +            !!          .0  .   .          !
 1993.1!               *      +               !!        0 .   .   .          !
 1993.2!                  +  *                !!          .   .  0.          !
 1993.3!                      +  *            !!          .   .  0.          !
 1993.4!                        +*            !!          .   0   .          !
 1994.1!                *       +             !!       0  .   .   .          !
 1994.2!                  +                   !!          .   0   .          !
 1994.3!                    +         *       !!          .   .   .   0      !
 1994.4!                   *        +         !!       0  .   .   .          !
 1995.1!                *    +                !!          0   .   .          !
 1995.2!                  +                   !!          .   0   .          !
 1995.3!                    + *               !!          .   . 0 .          !
 1995.4!                      +               !!          .   0   .          !
 1996.1!                 *    +               !!          0   .   .          !
 1996.2!                   +   *              !!          .   .  0.          !
 1996.3!                    *  +              !!          . 0 .   .          !
 1996.4!                     +    *           !!          .   .   0          !
 1997.1!                   *    +             !!          0   .   .          !
 1997.2!                  * +                 !!          .  0.   .          !
 1997.3!                    +         *       !!          .   .   .   0      !
 1997.4!                           + *        !!          .   . 0 .          !
 1998.1!                         * +          !!          . 0 .   .          !
 1998.2!                        +    *        !!          .   .   0          !
 1998.3!                          +        *  !!          .   .   .  0       !
 1998.4!                             *+       !!          . 0 .   .          !
 1999.1!                          +   *       !!          .   .  0.          !
 1999.2!                           +   *      !!          .   .  0.          !
 1999.3!                            +    *    !!          .   .   0          !
 1999.4!                              +    *  !!          .   .   0          !
 2000.1!                         *     +      !!         0.   .   .          !
 2000.2!                         +      *     !!          .   .   . 0        !
 2000.3!                              +       !!          .   0   .          !
 2000.4!                            +      *  !!          .   .   . 0        !
 2001.1!                          *    +      !!         0.   .   .          !
 2001.2!                         + *          !!          .   . 0 .          !
 2001.3!                          +           !!          .  0.   .          !
 2001.4!                        +  *          !!          .   . 0 .          !
 2002.1!                          +      *    !!          .   .   . 0        !
 2002.2!                         *    +       !!          0   .   .          !
 2002.3!                       *+             !!          .  0.   .          !
 2002.4!                     * +              !!          .  0.   .          !
 2003.1!                  *   +               !!          .0  .   .          !
 2003.2!                    +          *      !!          .   .   .    0     !
 2003.3!                    *       +         !!       0  .   .   .          !
 2003.4!                    +                 !!          .   0   .          !
 2004.1!                     +  *             !!          .   .  0.          !
 2004.2!                      * +             !!          . 0 .   .          !
 2004.3!                       +        *     !!          .   .   .   0      !
 2004.4!                            * +       !!          . 0 .   .          !
 2005.1!                           +*         !!          .   .0  .          !
 2005.2!                           + *        !!          .   . 0 .          !
 2005.3!                            + *       !!          .   .0  .          !
 2005.4!                             +   *    !!          .   .  0.          !
 2006.1!                              *+      !!          .  0.   .          !
 2006.2!                             +        !!          .   0   .          !
 2006.3!                            +   *     !!          .   .  0.          !
 2006.4!                              +       !!          .   0   .          !
 2007.1!                             +        !!          .   0   .          !
 2007.2!                             +*       !!          .   .0  .          !
 2007.3!                             +        *!          .   .   .  0       !
 2007.4!                              *   +   !!          0   .   .          !
 2008.1!                             + *      !!          .   .0  .          !
 2008.2!                              +       !!          .  0.   .          !
 2008.3!                             *+       !!          .   0   .          !
 2008.4!                             +*       !!          .   .0  .          !
 2009.1!                             +     *  !!          .   .   .0         !
 2009.2!                              *  +    !!          . 0 .   .          !
 2009.3!                             +    *   !!          .   .   0          !
 2009.4!                                +   * !!          .   .  0.          !
 2010.1!                                 +    *!          .   .   0          !
 2010.2!                            *       + !!        0 .   .   .          !
 2010.3!                             +  *     !!          .   .  0.          !
 2010.4!                            *   +     !!          .0  .   .          !
 2011.1!                             + *      !!          .   . 0 .          !
 2011.2!                               +*     !!          .   0   .          !
 2011.3!                                +     !!          .   0   .          !
 2011.4!                          *     +     !!         0.   .   .          !
 2012.1!                        *   +         !!          .0  .   .          !
 2012.2!                       *  +           !!          .0  .   .          !
 2012.3!                         +  *         !!          .   . 0 .          !
 2012.4!                             +  *     !!          .   . 0 .          !


     28.47 percent of the residuals exceed 1 SE
      5.11 percent of the residuals exceed 2 SE
@EQ  1275 LAAPONZ C LAPONZ(-1) PPONZ;SMPL 1980.2 2012.4;OLS;EST 1275 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPNZ=SPPX$Q/NZPMM;                                                     
 GENR LAASPNZ=LOG(AASPNZ+.00001);                                             
 GENR LASPNZ=LOG(ASPNZ+.00001);                                               
 LHS AASPNZ=EXP(LAASPNZ)-.00001;                                              
  EQ 1276 LAASPNZ C LASPNZ(-1) PSPNZ;                                         
EQUATION 957  LAASPNZ  
   RHS     C  LASPNZ(-1)  PSPNZ  
 SMPL 1973.2 2012.4;                                                          
Sample period is now  1973.2 to  2012.4 Internally:    86 to   244
 OLS;EST  957 PLOT=0;END;                                                     

Equation number =  957
**********************

Dependent variable = LAASPNZ 

 1973.2 -   2012.4,    0 missing obs.,  159 obs. used.

Mean of dependent variable       -5.668912840

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.632216625       0.338315655  -4.82454     1.000000
13280 LASPNZ  ( -1)       0.518103526       0.066123302   7.83542    -5.675685
13278 PSPNZ   (  0)      -1.030914324       0.252259505  -4.08672     1.063235

SE of equation            =     0.333520904
Sum of squared residuals  =  17.3528461       0.108233422E-10
Average absolute error    =     0.240875165
Sum of ABS residuals      =  38.2991513    
R squared                 =   0.48100
Durbin-Watson statistic   =   2.39405
SMPL and No. Obs.         = 1973.2   2012.4    159

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.2!      * +                             !!           .0 .  .           !
 1973.3!    *+                                !!           . 0.  .           !
 1973.4!   * +                                !!           .0 .  .           !
 1974.1!  *  +                                !!           .0 .  .           !
 1974.2!*     +                               !!          0.  .  .           !
 1974.3*     +                                !!          0.  .  .           !
 1974.4!  +     *                             !!           .  .  .0          !
 1975.1!        + *                           !!           .  . 0.           !
 1975.2!   *     +                            !!          0.  .  .           !
 1975.3!  *   +                               !!           0  .  .           !
 1975.4!   *  +                               !!           .0 .  .           !
 1976.1!    *    +                            !!           0  .  .           !
 1976.2!    *    +                            !!           0  .  .           !
 1976.3!         +  *                         !!           .  . 0.           !
 1976.4!     *       +                        !!         0 .  .  .           !
 1977.1!    *     +                           !!          0.  .  .           !
 1977.2!         +   *                        !!           .  .  0           !
 1977.3!             * +                      !!           . 0.  .           !
 1977.4!              +                       !!           .  0  .           !
 1978.1!             * +                      !!           . 0.  .           !
 1978.2!              +    *                  !!           .  .  .0          !
 1978.3!           *     +                    !!         0 .  .  .           !
 1978.4!            +   *                     !!           .  .  0           !
 1979.1!              +   *                   !!           .  .  0           !
 1979.2!                +*                    !!           .  .0 .           !
 1979.3!             *  +                     !!           .0 .  .           !
 1979.4!             +         *              !!           .  .  .   0       !
 1980.1!                *  +                  !!           .0 .  .           !
 1980.2!             * +                      !!           .0 .  .           !
 1980.3!          *   +                       !!           0  .  .           !
 1980.4!            + *                       !!           .  .0 .           !
 1981.1!              * +                     !!           .0 .  .           !
 1981.2!             *  +                     !!           0  .  .           !
 1981.3!               *+                     !!           . 0.  .           !
 1981.4!               * +                    !!           .0 .  .           !
 1982.1!               * +                    !!           . 0.  .           !
 1982.2!         *       +                    !!        0  .  .  .           !
 1982.3!            * +                       !!           . 0.  .           !
 1982.4!              * +                     !!           .0 .  .           !
 1983.1!         *        +                   !!       0   .  .  .           !
 1983.2!               +                      !!           .  0  .           !
 1983.3!             *     +                  !!          0.  .  .           !
 1983.4!               * +                    !!           . 0.  .           !
 1984.1!                * +                   !!           . 0.  .           !
 1984.2!                *  +                  !!           .0 .  .           !
 1984.3!                  *+                  !!           .  0  .           !
 1984.4!                   +                  !!           . 0.  .           !
 1985.1!                 *  +                 !!           .0 .  .           !
 1985.2!                   +      *           !!           .  .  . 0         !
 1985.3!                *      +              !!         0 .  .  .           !
 1985.4!                  +      *            !!           .  .  . 0         !
 1986.1!            *         +               !!      0    .  .  .           !
 1986.2!                +                     !!           .  0  .           !
 1986.3!                 +       *            !!           .  .  .  0        !
 1986.4!                   *  +               !!           0  .  .           !
 1987.1!                  +                   !!           . 0.  .           !
 1987.2!            *    +                    !!          0.  .  .           !
 1987.3!              +    *                  !!           .  .  0           !
 1987.4!                  +  *                !!           .  .  0           !
 1988.1!           *      +                   !!         0 .  .  .           !
 1988.2!            *+                        !!           . 0.  .           !
 1988.3!               +*                     !!           .  .0 .           !
 1988.4!            *   +                     !!           0  .  .           !
 1989.1!              +  *                    !!           .  . 0.           !
 1989.2!              * +                     !!           .0 .  .           !
 1989.3!           *   +                      !!           0  .  .           !
 1989.4!             + *                      !!           .  . 0.           !
 1990.1!               +                      !!           .  0  .           !
 1990.2!           *  +                       !!           .0 .  .           !
 1990.3!           *+                         !!           .  0  .           !
 1990.4!          *+                          !!           . 0.  .           !
 1991.1!          *+                          !!           . 0.  .           !
 1991.2!       *   +                          !!           0  .  .           !
 1991.3!        * +                           !!           .0 .  .           !
 1991.4!         +   *                        !!           .  .  0           !
 1992.1!           *+                         !!           . 0.  .           !
 1992.2!           +*                         !!           .  .0 .           !
 1992.3!          *+                          !!           . 0.  .           !
 1992.4!          *+                          !!           . 0.  .           !
 1993.1!            + *                       !!           .  . 0.           !
 1993.2!    *         +                       !!      0    .  .  .           !
 1993.3!          +           *               !!           .  .  .     0     !
 1993.4!      *            +                  !!    0      .  .  .           !
 1994.1!            +*                        !!           .  .0 .           !
 1994.2!              +*                      !!           .  0  .           !
 1994.3!                +                     !!           . 0.  .           !
 1994.4!                +     *               !!           .  .  .0          !
 1995.1!                 * +                  !!           .0 .  .           !
 1995.2!             *  +                     !!           .0 .  .           !
 1995.3!              +*                      !!           .  .0 .           !
 1995.4!              *+                      !!           .  0  .           !
 1996.1!               +*                     !!           .  .0 .           !
 1996.2!                + *                   !!           .  . 0.           !
 1996.3!                 +  *                 !!           .  . 0.           !
 1996.4!               * +                    !!           .0 .  .           !
 1997.1!                + *                   !!           .  . 0.           !
 1997.2!                *+                    !!           . 0.  .           !
 1997.3!                *+                    !!           .  0  .           !
 1997.4!                +  *                  !!           .  . 0.           !
 1998.1!               *  +                   !!           .0 .  .           !
 1998.2!                +*                    !!           .  .0 .           !
 1998.3!                +*                    !!           .  .0 .           !
 1998.4!               + *                    !!           .  .0 .           !
 1999.1!                + *                   !!           .  . 0.           !
 1999.2!                 +                    *!           .  .  .           0
 1999.3!                 *         +          !!      0    .  .  .           !
 1999.4!                 +                    !!           .  0  .           !
 2000.1!                *+                    !!           . 0.  .           !
 2000.2!                 +*                   !!           .  .0 .           !
 2000.3!                 * +                  !!           . 0.  .           !
 2000.4!                  +                   !!           .  0  .           !
 2001.1!                 *+                   !!           . 0.  .           !
 2001.2!                  + *                 !!           .  .0 .           !
 2001.3!                    +*                !!           .  .0 .           !
 2001.4!                   + *                !!           .  .0 .           !
 2002.1!                *   +                 !!           .0 .  .           !
 2002.2!                 + *                  !!           .  .0 .           !
 2002.3!                   + *                !!           .  . 0.           !
 2002.4!                  *+                  !!           .  0  .           !
 2003.1!                 +*                   !!           .  0  .           !
 2003.2!                +     *               !!           .  .  .0          !
 2003.3!                   +*                 !!           .  .0 .           !
 2003.4!                 +*                   !!           .  .0 .           !
 2004.1!              *  +                    !!           .0 .  .           !
 2004.2!               + *                    !!           .  .0 .           !
 2004.3!                 +*                   !!           .  .0 .           !
 2004.4!                 +*                   !!           .  .0 .           !
 2005.1!                *+                    !!           .  0  .           !
 2005.2!                +      *              !!           .  .  . 0         !
 2005.3!                *  +                  !!           0  .  .           !
 2005.4!                 +     *              !!           .  .  . 0         !
 2006.1!                 *  +                 !!           0  .  .           !
 2006.2!                + *                   !!           .  .0 .           !
 2006.3!                 +      *             !!           .  .  . 0         !
 2006.4!                    +   *             !!           .  .  0           !
 2007.1!                    +   *             !!           .  .  0           !
 2007.2!                    +*                !!           .  .0 .           !
 2007.3!                  + *                 !!           .  .0 .           !
 2007.4!                  +         *         !!           .  .  .   0       !
 2008.1!                     +        *       !!           .  .  .  0        !
 2008.2!                       +              !!           .  .0 .           !
 2008.3!                    +*                !!           .  0  .           !
 2008.4!                   +*                 !!           .  0  .           !
 2009.1!                 *+                   !!           . 0.  .           !
 2009.2!                 + *                  !!           .  . 0.           !
 2009.3!                 +  *                 !!           .  . 0.           !
 2009.4!                 +   *                !!           .  . 0.           !
 2010.1!                   +*                 !!           .  .0 .           !
 2010.2!                    +    *            !!           .  .  .0          !
 2010.3!                      +*              !!           .  0  .           !
 2010.4!                   *+                 !!           . 0.  .           !
 2011.1!                   +   *              !!           .  .  0           !
 2011.2!                     +  *             !!           .  . 0.           !
 2011.3!                     +                !!           .  0  .           !
 2011.4!                    + *               !!           .  . 0.           !
 2012.1!                   *+                 !!           . 0.  .           !
 2012.2!                   +  *               !!           .  . 0.           !
 2012.3!                     +*               !!           .  .0 .           !
 2012.4!                    + *               !!           .  .0 .           !


     22.01 percent of the residuals exceed 1 SE
      5.66 percent of the residuals exceed 2 SE
@@EQ 1277 LAASANZ C LASANZ(-1) PSANZ;SMPL 1970.3 2012.4;OLS;EST 1277 PLOT=0;EN
@@EQ 1278 LAAVENZ C LAVENZ(-1) PVENZ;SMPL 2012.3 2012.4;OLS;EST 1278 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCONZ=COPX$Q/NZPMM;                                                     
 GENR LAACONZ=LOG(AACONZ+.00001);                                             
 GENR LACONZ=LOG(ACONZ+.00001);                                               
 LHS AACONZ=EXP(LAACONZ)-.00001;                                              
  EQ 1279 LAACONZ C LACONZ(-1) PCONZ;                                         
EQUATION 958  LAACONZ  
   RHS     C  LACONZ(-1)  PCONZ  
 SMPL 1987.3 2012.4;                                                          
Sample period is now  1987.3 to  2012.4 Internally:   143 to   244
 OLS;EST  958 PLOT=0;END;                                                     

Equation number =  958
**********************

Dependent variable = LAACONZ 

 1987.3 -   2012.4,    0 missing obs.,  102 obs. used.

Mean of dependent variable       -8.709335955

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.726483042       0.793484148  -3.43609     1.000000
13283 LACONZ  ( -1)       0.661691734       0.072368955   9.14331    -8.733091
13281 PCONZ   (  0)      -0.182455518       0.365955315  -0.49857     1.119389

SE of equation            =     0.458285846
Sum of squared residuals  =  20.7925658       0.853095372E-11
Average absolute error    =     0.357692999
Sum of ABS residuals      =  36.4846859    
R squared                 =   0.45880
Durbin-Watson statistic   =   2.62007
SMPL and No. Obs.         = 1987.3   2012.4    102

Plot of actual(*) and fitted(+) values and residuals(0)


 1987.3!         *   +                        !!         . 0  .    .         !
 1987.4!            * +                       !!         . 0  .    .         !
 1988.1!                +                     !!         .    0    .         !
 1988.2!                  * +                 !!         .   0.    .         !
 1988.3!           *         +                !!      0  .    .    .         !
 1988.4!       *        +                     !!      0  .    .    .         !
 1989.1!           * +                        !!         .   0.    .         !
 1989.2*                +                     !0         .    .    .         !
 1989.3!         +    *                       !!         .    .    0         !
 1989.4!               *   +                  !!         .0   .    .         !
 1990.1!              *    +                  !!         .0   .    .         !
 1990.2!                  +    *              !!         .    .   0.         !
 1990.3!                  *     +             !!         0    .    .         !
 1990.4!                  *  +                !!         . 0  .    .         !
 1991.1!          *          +                !!     0   .    .    .         !
 1991.2!                +                     !!         .    .0   .         !
 1991.3!                    +    *            !!         .    .    0         !
 1991.4!                          +*          !!         .    .0   .         !
 1992.1!                         * +          !!         .  0 .    .         !
 1992.2!                         *+           !!         .   0.    .         !
 1992.3!                          +        *  !!         .    .    .  0      !
 1992.4!                    *            +    !!   0     .    .    .         !
 1993.1!                       +     *        !!         .    .    .0        !
 1993.2!                         *   +        !!         .0   .    .         !
 1993.3!                          + *         !!         .    .  0 .         !
 1993.4!                            +*        !!         .    .0   .         !
 1994.1!                      *      +        !!        0.    .    .         !
 1994.2!                        +     *       !!         .    .    0         !
 1994.3!                           *+         !!         .   0.    .         !
 1994.4!                          + *         !!         .    . 0  .         !
 1995.1!                      *    +          !!         .0   .    .         !
 1995.2!                  *    +              !!         0    .    .         !
 1995.3!                     +     *          !!         .    .    .0        !
 1995.4!                         * +          !!         .  0 .    .         !
 1996.1!                         +   *        !!         .    .  0 .         !
 1996.2!                            +         !!         .    0    .         !
 1996.3!                           +      *   !!         .    .    .0        !
 1996.4!                               +   *  !!         .    .  0 .         !
 1997.1!                           *    +     !!         .0   .    .         !
 1997.2!                          +           !!         .    0    .         !
 1997.3!                          +    *      !!         .    .    0         !
 1997.4!                             +        !!         .    0    .         !
 1998.1!                          * +         !!         .  0 .    .         !
 1998.2!                         *+           !!         .   0.    .         !
 1998.3!                         +       *    !!         .    .    . 0       !
 1998.4!                             * +      !!         .   0.    .         !
 1999.1!                           *+         !!         .  0 .    .         !
 1999.2!                          +     *     !!         .    .    0         !
 1999.3!                            * +       !!         .   0.    .         !
 1999.4!                         *  +         !!         . 0  .    .         !
 2000.1!                         + *          !!         .    . 0  .         !
 2000.2!                        *  +          !!         .  0 .    .         !
 2000.3!                       * +            !!         .  0 .    .         !
 2000.4!                        +        *    !!         .    .    .  0      !
 2001.1!                   *           +      !!    0    .    .    .         !
 2001.2!                     +*               !!         .    .0   .         !
 2001.3!                        +    *        !!         .    .    0         !
 2001.4!                   *        +         !!      0  .    .    .         !
 2002.1!                      +     *         !!         .    .    .0        !
 2002.2!                            +         !!         .    0    .         !
 2002.3!                           +          !!         .    0    .         !
 2002.4!                     *     +          !!         0    .    .         !
 2003.1!                       +      *       !!         .    .    .0        !
 2003.2!                       *     +        !!         0    .    .         !
 2003.3!                       *+             !!         .   0.    .         !
 2003.4!                         +  *         !!         .    .  0 .         !
 2004.1!                    *      +          !!        0.    .    .         !
 2004.2!                       +        *     !!         .    .    .  0      !
 2004.3!                         *    +       !!         0    .    .         !
 2004.4!                        *+            !!         .   0.    .         !
 2005.1!                         +            !!         .    0    .         !
 2005.2!                          + *         !!         .    . 0  .         !
 2005.3!                       *    +         !!         .0   .    .         !
 2005.4!                        +     *       !!         .    .    0         !
 2006.1!                       *     +        !!         0    .    .         !
 2006.2!                        +       *     !!         .    .    . 0       !
 2006.3!                          *   +       !!         .0   .    .         !
 2006.4!                          + *         !!         .    . 0  .         !
 2007.1!                          * +         !!         .   0.    .         !
 2007.2!                          +  *        !!         .    .  0 .         !
 2007.3!                            +*        !!         .    0    .         !
 2007.4!                         *  +         !!         .  0 .    .         !
 2008.1!                         +     *      !!         .    .    0         !
 2008.2!                         *   +        !!         .0   .    .         !
 2008.3!                         +            !!         .    0    .         !
 2008.4!                         +      *     !!         .    .    .0        !
 2009.1!                              +     * !!         .    .    0         !
 2009.2!                                +*    !!         .    0    .         !
 2009.3!                              +  *    !!         .    . 0  .         !
 2009.4!                              +*      !!         .    .0   .         !
 2010.1!                             +   *    !!         .    .   0.         !
 2010.2!                           *   +      !!         . 0  .    .         !
 2010.3!                          +  *        !!         .    . 0  .         !
 2010.4!                            + *       !!         .    . 0  .         !
 2011.1!                            +     *   !!         .    .    0         !
 2011.2!                               + *    !!         .    . 0  .         !
 2011.3!                               +  *   !!         .    .  0 .         !
 2011.4!                               +      !!         .    0    .         !
 2012.1!                             +        *!         .    .    .  0      !
 2012.2!                                  + * !!         .    .  0 .         !
 2012.3!                                 +    *!         .    .    0         !
 2012.4!                                  +   !!         .    0    .         !


     35.29 percent of the residuals exceed 1 SE
      2.94 percent of the residuals exceed 2 SE
@@EQ 1280 LAAJONZ C LAJONZ(-1) PJONZ;SMPL 2002.2 2012.4;OLS;EST 1280 PLOT=0;EN
@@EQ 1281 LAASYNZ C LASYNZ(-1) PSYNZ;SMPL 2001.4 2012.4;OLS;EST 1281 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDNZ=IDPX$Q/NZPMM;                                                     
 GENR LAAIDNZ=LOG(AAIDNZ+.00001);                                             
 GENR LAIDNZ=LOG(AIDNZ+.00001);                                               
 LHS AAIDNZ=EXP(LAAIDNZ)-.00001;                                              
  EQ 1282 LAAIDNZ C LAIDNZ(-1) PIDNZ;                                         
EQUATION 959  LAAIDNZ  
   RHS     C  LAIDNZ(-1)  PIDNZ  
 SMPL 1973.3 2012.4;                                                          
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
 OLS;EST  959 PLOT=0;END;                                                     

Equation number =  959
**********************

Dependent variable = LAAIDNZ 

 1973.3 -   2012.4,    0 missing obs.,  158 obs. used.

Mean of dependent variable       -5.337120365

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.850441002       0.422938750  -4.37520     1.000000
13286 LAIDNZ  ( -1)       0.633533676       0.062262948  10.17513    -5.339307
13284 PIDNZ   (  0)      -0.092285244       0.226487900  -0.40746     1.127470

SE of equation            =     0.343846639
Sum of squared residuals  =  18.3257292       0.361763952E-10
Average absolute error    =     0.237188120
Sum of ABS residuals      =  37.4757230    
R squared                 =   0.40062
Durbin-Watson statistic   =   2.48210
SMPL and No. Obs.         = 1973.3   2012.4    158

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.3!                 +      *             !!           .  .  .0          !
 1973.4!                      +  *            !!           .  . 0.           !
 1974.1!                      +*              !!           .  .0 .           !
 1974.2!                     +   *            !!           .  . 0.           !
 1974.3!                      +      *        !!           .  .  .0          !
 1974.4!                      *  +            !!           .0 .  .           !
 1975.1!       *             +                !!      0    .  .  .           !
 1975.2!           +             *            !!           .  .  .     0     !
 1975.3*                       +              !0           .  .  .           !
 1975.4!      +              *                !!           .  .  .     0     !
 1976.1!                    +*                !!           .  0  .           !
 1976.2!                *   +                 !!           .0 .  .           !
 1976.3!                 + *                  !!           .  .0 .           !
 1976.4!                 * +                  !!           . 0.  .           !
 1977.1!                 +    *               !!           .  .  0           !
 1977.2!       *             +                !!     0     .  .  .           !
 1977.3!           +               *          !!           .  .  .      0    !
 1977.4!               *        +             !!         0 .  .  .           !
 1978.1!              * +                     !!           . 0.  .           !
 1978.2!               +                      !!           .  0  .           !
 1978.3!                +  *                  !!           .  . 0.           !
 1978.4!                 * +                  !!           . 0.  .           !
 1979.1!                * +                   !!           . 0.  .           !
 1979.2!                 +     *              !!           .  .  .0          !
 1979.3!                      +   *           !!           .  .  0           !
 1979.4!               *        +             !!         0 .  .  .           !
 1980.1!                +*                    !!           .  0  .           !
 1980.2!                  +        *          !!           .  .  .  0        !
 1980.3!                  *     +             !!          0.  .  .           !
 1980.4!                  +                   !!           .  0  .           !
 1981.1!          *       +                   !!         0 .  .  .           !
 1981.2!              +      *                !!           .  .  . 0         !
 1981.3!                    +                 !!           .  0  .           !
 1981.4!              *    +                  !!          0.  .  .           !
 1982.1!                +*                    !!           .  .0 .           !
 1982.2!               *  +                   !!           . 0.  .           !
 1982.3!                *+                    !!           . 0.  .           !
 1982.4!                 +                    !!           .  0  .           !
 1983.1!              *   +                   !!           0  .  .           !
 1983.2!               +                      !!           .  0  .           !
 1983.3!           *    +                     !!           0  .  .           !
 1983.4!           *  +                       !!           .0 .  .           !
 1984.1!             *+                       !!           .  0  .           !
 1984.2!            *  +                      !!           .0 .  .           !
 1984.3!            * +                       !!           . 0.  .           !
 1984.4!              *+                      !!           . 0.  .           !
 1985.1!            *  +                      !!           .0 .  .           !
 1985.2!      *       +                       !!         0 .  .  .           !
 1985.3!          *+                          !!           . 0.  .           !
 1985.4!      *      +                        !!         0 .  .  .           !
 1986.1!       *  +                           !!           .0 .  .           !
 1986.2!           + *                        !!           .  .0 .           !
 1986.3!          *    +                      !!           0  .  .           !
 1986.4!            * +                       !!           . 0.  .           !
 1987.1!               +*                     !!           .  .0 .           !
 1987.2!          *      +                    !!          0.  .  .           !
 1987.3!             + *                      !!           .  .0 .           !
 1987.4!            *   +                     !!           0  .  .           !
 1988.1!              *+                      !!           .  0  .           !
 1988.2!               *+                     !!           . 0.  .           !
 1988.3!               *+                     !!           . 0.  .           !
 1988.4!            *   +                     !!           0  .  .           !
 1989.1!             *+                       !!           . 0.  .           !
 1989.2!         *     +                      !!          0.  .  .           !
 1989.3!            + *                       !!           .  .0 .           !
 1989.4!           *   +                      !!           0  .  .           !
 1990.1!        *     +                       !!          0.  .  .           !
 1990.2!         *  +                         !!           .0 .  .           !
 1990.3!            + *                       !!           .  .0 .           !
 1990.4!        *       +                     !!         0 .  .  .           !
 1991.1!          * +                         !!           . 0.  .           !
 1991.2!        *    +                        !!           0  .  .           !
 1991.3!            +   *                     !!           .  .  0           !
 1991.4!                 +                    !!           .  0  .           !
 1992.1!              *   +                   !!           .0 .  .           !
 1992.2!               *+                     !!           . 0.  .           !
 1992.3!                +  *                  !!           .  . 0.           !
 1992.4!              *    +                  !!           0  .  .           !
 1993.1!              * +                     !!           . 0.  .           !
 1993.2!           *    +                     !!           0  .  .           !
 1993.3!              +*                      !!           .  .0 .           !
 1993.4!              *  +                    !!           .0 .  .           !
 1994.1!                +                     !!           .  0  .           !
 1994.2!                 +*                   !!           .  .0 .           !
 1994.3!                  +  *                !!           .  . 0.           !
 1994.4!                 *  +                 !!           .0 .  .           !
 1995.1!                  +*                  !!           .  .0 .           !
 1995.2!                   +                  !!           .  0  .           !
 1995.3!                   +  *               !!           .  . 0.           !
 1995.4!                     +                !!           .  0  .           !
 1996.1!                     +                !!           .  0  .           !
 1996.2!                  * +                 !!           .0 .  .           !
 1996.3!                   +    *             !!           .  .  0           !
 1996.4!                     *+               !!           . 0.  .           !
 1997.1!                   *+                 !!           . 0.  .           !
 1997.2!               *   +                  !!           .0 .  .           !
 1997.3!                 +     *              !!           .  .  .0          !
 1997.4!                    *+                !!           . 0.  .           !
 1998.1!                  *+                  !!           . 0.  .           !
 1998.2!                  +*                  !!           .  .0 .           !
 1998.3!                   +   *              !!           .  . 0.           !
 1998.4!                    * +               !!           . 0.  .           !
 1999.1!                 *  +                 !!           .0 .  .           !
 1999.2!                  +                   !!           .  0  .           !
 1999.3!                  +   *               !!           .  . 0.           !
 1999.4!                  *  +                !!           .0 .  .           !
 2000.1!                  *+                  !!           .  0  .           !
 2000.2!                  +*                  !!           .  .0 .           !
 2000.3!                   + *                !!           .  .0 .           !
 2000.4!                    + *               !!           .  .0 .           !
 2001.1!                 *   +                !!           0  .  .           !
 2001.2!                  +                   !!           .  0  .           !
 2001.3!                   +   *              !!           .  .  0           !
 2001.4!                     +*               !!           .  .0 .           !
 2002.1!                   * +                !!           . 0.  .           !
 2002.2!                   +                  !!           .  0  .           !
 2002.3!                   +   *              !!           .  . 0.           !
 2002.4!                     +*               !!           .  0  .           !
 2003.1!                    *+                !!           .  0  .           !
 2003.2!                   *+                 !!           .  0  .           !
 2003.3!                   +*                 !!           .  0  .           !
 2003.4!                   +*                 !!           .  0  .           !
 2004.1!                 *  +                 !!           .0 .  .           !
 2004.2!                * +                   !!           . 0.  .           !
 2004.3!                 + *                  !!           .  .0 .           !
 2004.4!                   +                  !!           .  0  .           !
 2005.1!                   +   *              !!           .  . 0.           !
 2005.2!                    * +               !!           . 0.  .           !
 2005.3!                    +*                !!           .  .0 .           !
 2005.4!                    + *               !!           .  .0 .           !
 2006.1!                     +              * !!           .  .  .      0    !
 2006.2!                              +      *!!           .  .  .0          !
 2006.3!                              +       *!           .  .  . 0         !
 2006.4!                               +      *!           .  .  . 0         !
 2007.1!                            *  +      !!           .0 .  .           !
 2007.2!                         +*           !!           .  .0 .           !
 2007.3!                       +   *          !!           .  . 0.           !
 2007.4!                        +    *        !!           .  .  0           !
 2008.1!                       * +            !!           . 0.  .           !
 2008.2!                     +*               !!           .  0  .           !
 2008.3!                     +      *         !!           .  .  .0          !
 2008.4!                        +             !!           .  0  .           !
 2009.1!                      +  *            !!           .  . 0.           !
 2009.2!                       +      *       !!           .  .  .0          !
 2009.3!                          +          *!!           .  .  .   0       !
 2009.4!                             *+       !!           . 0.  .           !
 2010.1!                        *+            !!           .  0  .           !
 2010.2!                     *+               !!           . 0.  .           !
 2010.3!                    +   *             !!           .  .  0           !
 2010.4!                      +*              !!           .  .0 .           !
 2011.1!                     +                !!           .  0  .           !
 2011.2!                    +*                !!           .  .0 .           !
 2011.3!                    + *               !!           .  .0 .           !
 2011.4!                     +   *            !!           .  .  0           !
 2012.1!                      +*              !!           .  0  .           !
 2012.2!                     +       *        !!           .  .  . 0         !
 2012.3!                         +    *       !!           .  .  0           !
 2012.4!                       *  +           !!           .0 .  .           !


     22.15 percent of the residuals exceed 1 SE
      5.06 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMANZ=MAPX$Q/NZPMM;                                                     
 GENR LAAMANZ=LOG(AAMANZ+.00001);                                             
 GENR LAMANZ=LOG(AMANZ+.00001);                                               
 LHS AAMANZ=EXP(LAAMANZ)-.00001;                                              
  EQ 1283 LAAMANZ C LAMANZ(-1) PMANZ;                                         
EQUATION 960  LAAMANZ  
   RHS     C  LAMANZ(-1)  PMANZ  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST  960 PLOT=0;END;                                                     

Equation number =  960
**********************

Dependent variable = LAAMANZ 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -4.498670384

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.299112818       0.157296860  -1.90158     1.000000
13289 LAMANZ  ( -1)       0.806132089       0.041553853  19.39970    -4.512513
13287 PMANZ   (  0)      -0.473950569       0.129174273  -3.66908     1.185516

SE of equation            =     0.389648660
Sum of squared residuals  =  27.1768680      -0.196731520E-11
Average absolute error    =     0.277605350
Sum of ABS residuals      =  50.5241736    
R squared                 =   0.80722
Durbin-Watson statistic   =   2.62803
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3!              *+                      !!          .  0.   .          !
 1967.4!               + *                    !!          .   . 0 .          !
 1968.1!             *   +                    !!         0.   .   .          !
 1968.2!              +                       !!          .  0.   .          !
 1968.3!              *+                      !!          .  0.   .          !
 1968.4!               +                      !!          .   0   .          !
 1969.1!                + *                   !!          .   .  0.          !
 1969.2!                 * +                  !!          . 0 .   .          !
 1969.3!                 *+                   !!          .  0.   .          !
 1969.4!                  +                   !!          .   0   .          !
 1970.1!                 *+                   !!          . 0 .   .          !
 1970.2!                *+                    !!          .  0.   .          !
 1970.3!               *+                     !!          .  0.   .          !
 1970.4!               *+                     !!          . 0 .   .          !
 1971.1!               *+                     !!          .  0.   .          !
 1971.2!              *+                      !!          . 0 .   .          !
 1971.3!              *+                      !!          .  0.   .          !
 1971.4!             * +                      !!          . 0 .   .          !
 1972.1!              *+                      !!          .  0.   .          !
 1972.2!                +                     !!          .  0.   .          !
 1972.3!                 *+                   !!          .   0   .          !
 1972.4!                *  +                  !!          0   .   .          !
 1973.1!               * +                    !!          .0  .   .          !
 1973.2!              * +                     !!          .0  .   .          !
 1973.3!              +                       !!          .  0.   .          !
 1973.4!             *+                       !!          .  0.   .          !
 1974.1!           +                          !!          .   0   .          !
 1974.2!          +   *                       !!          .   .   0          !
 1974.3!         *   +                        !!         0.   .   .          !
 1974.4!   *    +                             !!         0.   .   .          !
 1975.1*    +                                 !!         0.   .   .          !
 1975.2! +        *                           !!          .   .   .     0    !
 1975.3!        *  +                          !!          0   .   .          !
 1975.4!          +         *                 !!          .   .   .      0   !
 1976.1!                   *+                 !!          . 0 .   .          !
 1976.2!              *   +                   !!         0.   .   .          !
 1976.3!               +                      !!          .   0   .          !
 1976.4!               +                      !!          .   0   .          !
 1977.1!             * +                      !!          . 0 .   .          !
 1977.2!             +    *                   !!          .   .   . 0        !
 1977.3!              * +                     !!          .0  .   .          !
 1977.4!              +   *                   !!          .   .   0          !
 1978.1!                  +    *              !!          .   .   . 0        !
 1978.2!                    *+                !!          .  0.   .          !
 1978.3!                   +   *              !!          .   .   0          !
 1978.4!                    *+                !!          . 0 .   .          !
 1979.1!                  +   *               !!          .   .   0          !
 1979.2!                   *+                 !!          .  0.   .          !
 1979.3!                 +      *             !!          .   .   .  0       !
 1979.4!                      +               !!          .   0   .          !
 1980.1!                    +  *              !!          .   .  0.          !
 1980.2!                   * +                !!          . 0 .   .          !
 1980.3!                 *+                   !!          . 0 .   .          !
 1980.4!               *+                     !!          . 0 .   .          !
 1981.1!               + *                    !!          .   .  0.          !
 1981.2!             *   +                    !!          0   .   .          !
 1981.3!             *+                       !!          .  0.   .          !
 1981.4!              +*                      !!          .   .0  .          !
 1982.1!            *  +                      !!          .0  .   .          !
 1982.2!             +   *                    !!          .   .   .0         !
 1982.3!                 +                    !!          .   0   .          !
 1982.4!            *    +                    !!        0 .   .   .          !
 1983.1!         *   +                        !!         0.   .   .          !
 1983.2!           +   *                      !!          .   .   0          !
 1983.3!           *   +                      !!         0.   .   .          !
 1983.4!          *+                          !!          . 0 .   .          !
 1984.1!         *+                           !!          .  0.   .          !
 1984.2!         + *                          !!          .   .  0.          !
 1984.3!          *+                          !!          .  0.   .          !
 1984.4!           +                          !!          .   .0  .          !
 1985.1!          * +                         !!          . 0 .   .          !
 1985.2!          +*                          !!          .   .0  .          !
 1985.3!          * +                         !!          .0  .   .          !
 1985.4!           +                          !!          .  0.   .          !
 1986.1!            *+                        !!          . 0 .   .          !
 1986.2!             * +                      !!          . 0 .   .          !
 1986.3!              *  +                    !!          .0  .   .          !
 1986.4!                *+                    !!          .  0.   .          !
 1987.1!               *  +                   !!          .0  .   .          !
 1987.2!             *    +                   !!         0.   .   .          !
 1987.3!               *+                     !!          .  0.   .          !
 1987.4!               * +                    !!          . 0 .   .          !
 1988.1!                * +                   !!          . 0 .   .          !
 1988.2!                * +                   !!          . 0 .   .          !
 1988.3!              *   +                   !!          0   .   .          !
 1988.4!                 +                    !!          .  0.   .          !
 1989.1!                *  +                  !!          .0  .   .          !
 1989.2!                * +                   !!          . 0 .   .          !
 1989.3!                 * +                  !!          . 0 .   .          !
 1989.4!                  *+                  !!          .  0.   .          !
 1990.1!                   * +                !!          . 0 .   .          !
 1990.2!                    * +               !!          . 0 .   .          !
 1990.3!                    * +               !!          . 0 .   .          !
 1990.4!                      + *             !!          .   .  0.          !
 1991.1!                         +            !!          .   0   .          !
 1991.2!                     *   +            !!        0 .   .   .          !
 1991.3!                      +               !!          .   0   .          !
 1991.4!                      *+              !!          . 0 .   .          !
 1992.1!                       +              !!          .   0   .          !
 1992.2!                        + *           !!          .   .  0.          !
 1992.3!                           +  *       !!          .   .   0          !
 1992.4!                             +       *!!          .   .   .    0     !
 1993.1!                        *          +  !! 0        .   .   .          !
 1993.2!                        +           * !!          .   .   .         0!
 1993.3!                        *         +   !!  0       .   .   .          !
 1993.4!                        +             !!          .   0   .          !
 1994.1!                         +            *!          .   .   .          0
 1994.2!                       *            + !0          .   .   .          !
 1994.3!                        +  *          !!          .   .   0          !
 1994.4!                   *      +           !!      0   .   .   .          !
 1995.1!                 *  +                 !!          .0  .   .          !
 1995.2!                  +      *            !!          .   .   .   0      !
 1995.3!                         + *          !!          .   . 0 .          !
 1995.4!                        * +           !!          .0  .   .          !
 1996.1!                        +             !!          .   .0  .          !
 1996.2!                        +  *          !!          .   .  0.          !
 1996.3!                          + *         !!          .   . 0 .          !
 1996.4!                        *  +          !!          0   .   .          !
 1997.1!                      *+              !!          .  0.   .          !
 1997.2!                    * +               !!          .0  .   .          !
 1997.3!                     +     *          !!          .   .   .  0       !
 1997.4!                           +          !!          .   0   .          !
 1998.1!                    *     +           !!       0  .   .   .          !
 1998.2!                     +      *         !!          .   .   .    0     !
 1998.3!                          * +         !!          . 0 .   .          !
 1998.4!                          +*          !!          .   . 0 .          !
 1999.1!                           +          !!          .   .0  .          !
 1999.2!                          +*          !!          .   0   .          !
 1999.3!                          + *         !!          .   . 0 .          !
 1999.4!                           +          !!          .   .0  .          !
 2000.1!                          +   *       !!          .   .   0          !
 2000.2!                           *+         !!          . 0 .   .          !
 2000.3!                          +  *        !!          .   .  0.          !
 2000.4!                           +  *       !!          .   .  0.          !
 2001.1!                          * +         !!          . 0 .   .          !
 2001.2!                         +   *        !!          .   .   0          !
 2001.3!                           +          !!          .   0   .          !
 2001.4!                          +           !!          .   .0  .          !
 2002.1!                         +  *         !!          .   .   0          !
 2002.2!                         * +          !!          . 0 .   .          !
 2002.3!                        +*            !!          .   0   .          !
 2002.4!                        +     *       !!          .   .   . 0        !
 2003.1!                            +*        !!          .   0   .          !
 2003.2!                          *+          !!          .  0.   .          !
 2003.3!                         +            !!          .   0   .          !
 2003.4!                         +*           !!          .   .0  .          !
 2004.1!                          +*          !!          .   . 0 .          !
 2004.2!                          + *         !!          .   . 0 .          !
 2004.3!                            +         !!          .   .0  .          !
 2004.4!                          *+          !!          . 0 .   .          !
 2005.1!                         *+           !!          .  0.   .          !
 2005.2!                         +*           !!          .   .0  .          !
 2005.3!                          +     *     !!          .   .   . 0        !
 2005.4!                             * +      !!          .  0.   .          !
 2006.1!                             +   *    !!          .   .   .0         !
 2006.2!                                +*    !!          .   .0  .          !
 2006.3!                            *   +     !!          0   .   .          !
 2006.4!                            +*        !!          .   . 0 .          !
 2007.1!                            *+        !!          .  0.   .          !
 2007.2!                            + *       !!          .   .  0.          !
 2007.3!                             + *      !!          .   . 0 .          !
 2007.4!                               +  *   !!          .   .   0          !
 2008.1!                                 +  * !!          .   .   0          !
 2008.2!                                   +  !!          .   0   .          !
 2008.3!                                  +*  !!          .   .0  .          !
 2008.4!                               * +    !!          .0  .   .          !
 2009.1!                            * +       !!          . 0 .   .          !
 2009.2!                            +  *      !!          .   .  0.          !
 2009.3!                             *+       !!          .  0.   .          !
 2009.4!                             +  *     !!          .   .  0.          !
 2010.1!                               + *    !!          .   .  0.          !
 2010.2!                                 +    !!          .   0   .          !
 2010.3!                                + *   !!          .   . 0 .          !
 2010.4!                                 +*   !!          .   .0  .          !
 2011.1!                                 +    !!          .   0   .          !
 2011.2!                                 +    !!          .   0   .          !
 2011.3!                                +  *  !!          .   .  0.          !
 2011.4!                                * +   !!          . 0 .   .          !
 2012.1!                               + *    !!          .   . 0 .          !
 2012.2!                                 + *  !!          .   . 0 .          !
 2012.3!                               *  +   !!          .0  .   .          !
 2012.4!                               +     *!!          .   .   .  0       !


     22.53 percent of the residuals exceed 1 SE
      5.49 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPANZ=PAPX$Q/NZPMM;                                                     
 GENR LAAPANZ=LOG(AAPANZ+.00001);                                             
 GENR LAPANZ=LOG(APANZ+.00001);                                               
 LHS AAPANZ=EXP(LAAPANZ)-.00001;                                              
  EQ 1284 LAAPANZ C LAPANZ(-1) PPANZ;                                         
EQUATION 961  LAAPANZ  
   RHS     C  LAPANZ(-1)  PPANZ  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  961 PLOT=0;END;                                                     

Equation number =  961
**********************

Dependent variable = LAAPANZ 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -6.880966778

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.812941111       0.266664425  -3.04855     1.000000
13292 LAPANZ  ( -1)       0.821722444       0.046242900  17.76970    -6.890629
13290 PPANZ   (  0)      -0.316599830       0.186112109  -1.70112     1.281876

SE of equation            =     0.376221217
Sum of squared residuals  =  22.5052423       0.254729571E-11
Average absolute error    =     0.275429234
Sum of ABS residuals      =  44.6195359    
R squared                 =   0.77031
Durbin-Watson statistic   =   2.77176
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!             +     *                  !!          .   .   . 0        !
 1972.4!        *           +                 !!  0       .   .   .          !
 1973.1!            + *                       !!          .   . 0 .          !
 1973.2!               +*                     !!          .   .0  .          !
 1973.3!                +                     !!          .   .0  .          !
 1973.4!                +         *           !!          .   .   .      0   !
 1974.1!                        +       *     !!          .   .   .    0     !
 1974.2!                 *            +       !! 0        .   .   .          !
 1974.3!                 +   *                !!          .   .   0          !
 1974.4!           *         +                !!   0      .   .   .          !
 1975.1!        *    +                        !!         0.   .   .          !
 1975.2!          *+                          !!          .  0.   .          !
 1975.3!        *   +                         !!          0   .   .          !
 1975.4!  *        +                          !!    0     .   .   .          !
 1976.1!  *   +                               !!          0   .   .          !
 1976.2!      +      *                        !!          .   .   .  0       !
 1976.3!           *  +                       !!          .0  .   .          !
 1976.4!             +  *                     !!          .   .  0.          !
 1977.1!       *         +                    !!    0     .   .   .          !
 1977.2!      *  +                            !!          .0  .   .          !
 1977.3*         +                            !!    0     .   .   .          !
 1977.4!   +         *                        !!          .   .   .     0    !
 1978.1*              +                       !0          .   .   .          !
 1978.2!   +    *                             !!          .   .   .0         !
 1978.3!     *    +                           !!         0.   .   .          !
 1978.4!       + *                            !!          .   . 0 .          !
 1979.1!        *  +                          !!          . 0 .   .          !
 1979.2!          +  *                        !!          .   .  0.          !
 1979.3!              +  *                    !!          .   . 0 .          !
 1979.4!             *    +                   !!         0.   .   .          !
 1980.1!               +                      !!          .   0   .          !
 1980.2!                + *                   !!          .   . 0 .          !
 1980.3!            *      +                  !!        0 .   .   .          !
 1980.4!              +        *              !!          .   .   .    0     !
 1981.1!                  *   +               !!         0.   .   .          !
 1981.2!            *     +                   !!       0  .   .   .          !
 1981.3!             +   *                    !!          .   .   0          !
 1981.4!              *   +                   !!          0   .   .          !
 1982.1!               +   *                  !!          .   .   0          !
 1982.2!               *    +                 !!          0   .   .          !
 1982.3!                 +*                   !!          .   .0  .          !
 1982.4!                *  +                  !!          .0  .   .          !
 1983.1!                  +  *                !!          .   .   0          !
 1983.2!                 *    +               !!         0.   .   .          !
 1983.3!                  +                   !!          .   0   .          !
 1983.4!                 * +                  !!          .  0.   .          !
 1984.1!              *   +                   !!          0   .   .          !
 1984.2!                +    *                !!          .   .   .0         !
 1984.3!                    *+                !!          .   0   .          !
 1984.4!                     +*               !!          .   .0  .          !
 1985.1!                   *  +               !!          0   .   .          !
 1985.2!                  *+                  !!          .  0.   .          !
 1985.3!                  *+                  !!          .  0.   .          !
 1985.4!                    + *               !!          .   . 0 .          !
 1986.1!                    * +               !!          . 0 .   .          !
 1986.2!                     +   *            !!          .   .   0          !
 1986.3!                        + *           !!          .   .0  .          !
 1986.4!                         +            !!          .   0   .          !
 1987.1!                        +      *      !!          .   .   .  0       !
 1987.2!                          *  +        !!          .0  .   .          !
 1987.3!                         *+           !!          .  0.   .          !
 1987.4!                         +            !!          .   0   .          !
 1988.1!                         +*           !!          .   .0  .          !
 1988.2!                          +  *        !!          .   .  0.          !
 1988.3!                            + *       !!          .   .0  .          !
 1988.4!                              +   *   !!          .   .   .0         !
 1989.1!                     *            +   !! 0        .   .   .          !
 1989.2!                       +         *    !!          .   .   .      0   !
 1989.3!                            *    +    !!          0   .   .          !
 1989.4!                            +*        !!          .   .0  .          !
 1990.1!                             + *      !!          .   .  0.          !
 1990.2!                            * +       !!          .0  .   .          !
 1990.3!                            +    *    !!          .   .   . 0        !
 1990.4!                             *   +    !!          0   .   .          !
 1991.1!                             +      * !!          .   .   .  0       !
 1991.2!                                  +*  !!          .   .0  .          !
 1991.3!                                  +  *!!          .   .  0.          !
 1991.4!                                   +* !!          .   .0  .          !
 1992.1!                                *  +  !!          . 0 .   .          !
 1992.2!                                +  *  !!          .   .  0.          !
 1992.3!                                  +   *!          .   .   0          !
 1992.4!                                   *+ !!          .  0.   .          !
 1993.1!                                  +   *!          .   .   0          !
 1993.2!                                   *+ !!          . 0 .   .          !
 1993.3!                                  +   !!          .   .0  .          !
 1993.4!                                 +  * !!          .   .  0.          !
 1994.1!                                   + *!!          .   . 0 .          !
 1994.2!                               *   +  !!          0   .   .          !
 1994.3!                              +   *   !!          .   .  0.          !
 1994.4!                                +*    !!          .   0   .          !
 1995.1!                               +*     !!          .   .0  .          !
 1995.2!                              *+      !!          .  0.   .          !
 1995.3!                          *  +        !!          .0  .   .          !
 1995.4!                          +    *      !!          .   .   .0         !
 1996.1!                              +  *    !!          .   .  0.          !
 1996.2!                               +    * !!          .   .   0          !
 1996.3!                             *   +    !!         0.   .   .          !
 1996.4!                            +  *      !!          .   .  0.          !
 1997.1!                              +*      !!          .   0   .          !
 1997.2!                             *+       !!          .   0   .          !
 1997.3!                            + *       !!          .   . 0 .          !
 1997.4!                            + *       !!          .   . 0 .          !
 1998.1!                             + *      !!          .   . 0 .          !
 1998.2!                             + *      !!          .   . 0 .          !
 1998.3!                             +*       !!          .   .0  .          !
 1998.4!                          * +         !!          . 0 .   .          !
 1999.1!                         +     *      !!          .   .   . 0        !
 1999.2!                             +*       !!          .   .0  .          !
 1999.3!                             +*       !!          .   . 0 .          !
 1999.4!                        *     +       !!         0.   .   .          !
 2000.1!                        +       *     !!          .   .   .   0      !
 2000.2!                              *+      !!          .  0.   .          !
 2000.3!                            *+        !!          .  0.   .          !
 2000.4!                           +  *       !!          .   .  0.          !
 2001.1!                             +   *    !!          .   .   0          !
 2001.2!                               *+     !!          .  0.   .          !
 2001.3!                              +       !!          .   0   .          !
 2001.4!                              +       !!          .   0   .          !
 2002.1!                             +   *    !!          .   .   0          !
 2002.2!                               *+     !!          .  0.   .          !
 2002.3!                               +  *   !!          .   .  0.          !
 2002.4!                                 +    !!          .   0   .          !
 2003.1!                               *+     !!          .  0.   .          !
 2003.2!                              +*      !!          .   0   .          !
 2003.3!                             *+       !!          .  0.   .          !
 2003.4!                             + *      !!          .   . 0 .          !
 2004.1!                              + *     !!          .   . 0 .          !
 2004.2!                               +      !!          .  0.   .          !
 2004.3!                              +       !!          .   0   .          !
 2004.4!                             *+       !!          .  0.   .          !
 2005.1!                             +   *    !!          .   .   0          !
 2005.2!                             *  +     !!          .0  .   .          !
 2005.3!                             +   *    !!          .   .  0.          !
 2005.4!                              * +     !!          . 0 .   .          !
 2006.1!                              +*      !!          .   .0  .          !
 2006.2!                               +      !!          .   0   .          !
 2006.3!                            *  +      !!          0   .   .          !
 2006.4!                            + *       !!          .   . 0 .          !
 2007.1!                              + *     !!          .   . 0 .          !
 2007.2!                             *  +     !!          .0  .   .          !
 2007.3!                            *+        !!          .  0.   .          !
 2007.4!                             +*       !!          .   .0  .          !
 2008.1!                              +       !!          .  0.   .          !
 2008.2!                             *+       !!          .  0.   .          !
 2008.3!                           * +        !!          .0  .   .          !
 2008.4!                           +   *      !!          .   .   0          !
 2009.1!                              *+      !!          .  0.   .          !
 2009.2!                             *+       !!          .  0.   .          !
 2009.3!                            * +       !!          . 0 .   .          !
 2009.4!                           *+         !!          .  0.   .          !
 2010.1!                            +   *     !!          .   .   0          !
 2010.2!                            *   +     !!          0   .   .          !
 2010.3!                            +         !!          .   0   .          !
 2010.4!                           *+         !!          .  0.   .          !
 2011.1!                            + *       !!          .   . 0 .          !
 2011.2!                            * +       !!          .  0.   .          !
 2011.3!                           *+         !!          .  0.   .          !
 2011.4!                          *+          !!          .  0.   .          !
 2012.1!                           + *        !!          .   .  0.          !
 2012.2!                          *  +        !!          .0  .   .          !
 2012.3!                           +          !!          .   0   .          !
 2012.4!                           +          !!          .   0   .          !


     22.22 percent of the residuals exceed 1 SE
      6.79 percent of the residuals exceed 2 SE
@EQ  1285 LAAPHNZ C LAPHNZ(-1) PPHNZ;SMPL 1967.2 2012.4;OLS;EST 1285 PLOT=0;EN
@EQ  1286 LAATHNZ C LATHNZ(-1) PTHNZ;SMPL 1978.4 2012.4;OLS;EST 1286 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHNZ=CHPX$Q/NZPMM;                                                     
 GENR LAACHNZ=LOG(AACHNZ+.00001);                                             
 GENR LACHNZ=LOG(ACHNZ+.00001);                                               
 LHS AACHNZ=EXP(LAACHNZ)-.00001;                                              
  EQ 1287 LAACHNZ C LACHNZ(-1) PCHNZ;                                         
EQUATION 962  LAACHNZ  
   RHS     C  LACHNZ(-1)  PCHNZ  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  962 PLOT=0;END;                                                     

Equation number =  962
**********************

Dependent variable = LAACHNZ 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -3.881946421

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.113367491       0.236783810   0.47878     1.000000
13295 LACHNZ  ( -1)       0.975091830       0.022097446  44.12690    -3.908767
13293 PCHNZ   (  0)      -0.163577966       0.241642962  -0.67694     1.124280

SE of equation            =     0.237059618
Sum of squared residuals  =  6.91226327       0.152100554E-12
Average absolute error    =     0.169798625
Sum of ABS residuals      =  21.3946267    
R squared                 =   0.95826
Durbin-Watson statistic   =   2.77974
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!   +*                                 !!         .    .  0 .         !
 1981.4!     +*                               !!         .    . 0  .         !
 1982.1!    * +                               !!         .0   .    .         !
 1982.2!   * +                                !!         .0   .    .         !
 1982.3!   +                                  !!         .   0.    .         !
 1982.4!    + *                               !!         .    .   0.         !
 1983.1!   *  +                               !!       0 .    .    .         !
 1983.2!   *+                                 !!         .  0 .    .         !
 1983.3!*  +                                  !!        0.    .    .         !
 1983.4! + *                                  !!         .    .   0.         !
 1984.1! * +                                  !!         0    .    .         !
 1984.2! + *                                  !!         .    .  0 .         !
 1984.3!   +                                  !!         .    0    .         !
 1984.4!   *+                                 !!         .   0.    .         !
 1985.1! * +                                  !!         .0   .    .         !
 1985.2!  +*                                  !!         .    .  0 .         !
 1985.3!   +  *                               !!         .    .    0         !
 1985.4!  *   +                               !!      0  .    .    .         !
 1986.1*   +                                  !!      0  .    .    .         !
 1986.2!+ *                                   !!         .    .   0.         !
 1986.3!  +                                   !!         .    0    .         !
 1986.4!   +   *                              !!         .    .    . 0       !
 1987.1!  *    +                              !!    0    .    .    .         !
 1987.2!   +    *                             !!         .    .    .    0    !
 1987.3!  *     +                             !! 0       .    .    .         !
 1987.4!   +      *                           !!         .    .    .         0
 1988.1!    *      +                          !! 0       .    .    .         !
 1988.2!    *+                                !!         .   0.    .         !
 1988.3!    *+                                !!         .   0.    .         !
 1988.4!     + *                              !!         .    .    0         !
 1989.1! *      +                             !0         .    .    .         !
 1989.2!  +                                   !!         .    .0   .         !
 1989.3!  *+                                  !!         .   0.    .         !
 1989.4!   +                                  !!         .    0    .         !
 1990.1!   *+                                 !!         .   0.    .         !
 1990.2!   *+                                 !!         .   0.    .         !
 1990.3!    + *                               !!         .    .  0 .         !
 1990.4!      +  *                            !!         .    .    0         !
 1991.1!     *    +                           !!    0    .    .    .         !
 1991.2!     + *                              !!         .    .  0 .         !
 1991.3!       + *                            !!         .    .   0.         !
 1991.4!          + *                         !!         .    .    0         !
 1992.1!        *    +                        !!    0    .    .    .         !
 1992.2!        *+                            !!         .   0.    .         !
 1992.3!         +*                           !!         .    .   0.         !
 1992.4!           + *                        !!         .    .    0         !
 1993.1!           *  +                       !!        0.    .    .         !
 1993.2!           +                          !!         .    0    .         !
 1993.3!           + *                        !!         .    .  0 .         !
 1993.4!             +   *                    !!         .    .    .  0      !
 1994.1!            *    +                    !!    0    .    .    .         !
 1994.2!            + *                       !!         .    .  0 .         !
 1994.3!              +*                      !!         .    .0   .         !
 1994.4!               +  *                   !!         .    .    . 0       !
 1995.1!              *   +                   !!     0   .    .    .         !
 1995.2!              +*                      !!         .    . 0  .         !
 1995.3!               +*                     !!         .    . 0  .         !
 1995.4!                 +*                   !!         .    .  0 .         !
 1996.1!              *   +                   !!     0   .    .    .         !
 1996.2!             *+                       !!         .  0 .    .         !
 1996.3!             +  *                     !!         .    .    .0        !
 1996.4!                +*                    !!         .    .0   .         !
 1997.1!           *     +                    !!  0      .    .    .         !
 1997.2!           +                          !!         .  0 .    .         !
 1997.3!           +      *                   !!         .    .    .        0!
 1997.4!                  +                   !!         .    0    .         !
 1998.1!                * +                   !!         .0   .    .         !
 1998.2!                +*                    !!         .    . 0  .         !
 1998.3!                 + *                  !!         .    .  0 .         !
 1998.4!                  *+                  !!         .  0 .    .         !
 1999.1!                 *+                   !!         .  0 .    .         !
 1999.2!                 +                    !!         .    0    .         !
 1999.3!                 + *                  !!         .    .    0         !
 1999.4!                   +                  !!         .   0.    .         !
 2000.1!                   +*                 !!         .    . 0  .         !
 2000.2!                    +*                !!         .    .0   .         !
 2000.3!                     +                !!         .    0    .         !
 2000.4!                    *+                !!         .   0.    .         !
 2001.1!                    +*                !!         .    .0   .         !
 2001.2!                    *+                !!         .   0.    .         !
 2001.3!                    + *               !!         .    .    0         !
 2001.4!                     *+               !!         . 0  .    .         !
 2002.1!                    +  *              !!         .    .    0         !
 2002.2!                      *+              !!         .   0.    .         !
 2002.3!                      + *             !!         .    .   0.         !
 2002.4!                        +             !!         .    0    .         !
 2003.1!                        +             !!         .    0    .         !
 2003.2!                        +             !!         .   0.    .         !
 2003.3!                        + *           !!         .    .   0.         !
 2003.4!                          +           !!         .    0    .         !
 2004.1!                         *+           !!         .   0.    .         !
 2004.2!                         +            !!         .    .0   .         !
 2004.3!                          +*          !!         .    .  0 .         !
 2004.4!                           +*         !!         .    .0   .         !
 2005.1!                           *+         !!         .  0 .    .         !
 2005.2!                           +          !!         .    .0   .         !
 2005.3!                           + *        !!         .    .   0.         !
 2005.4!                             +        !!         .  0 .    .         !
 2006.1!                            *+        !!         .   0.    .         !
 2006.2!                             +        !!         .    .0   .         !
 2006.3!                             +*       !!         .    . 0  .         !
 2006.4!                              +*      !!         .    . 0  .         !
 2007.1!                               *+     !!         .  0 .    .         !
 2007.2!                              *+      !!         .    0    .         !
 2007.3!                               + *    !!         .    .    0         !
 2007.4!                                 +    !!         .   0.    .         !
 2008.1!                                *+    !!         .  0 .    .         !
 2008.2!                                +     !!         .    .0   .         !
 2008.3!                                 +*   !!         .    .  0 .         !
 2008.4!                                  +   !!         .    0    .         !
 2009.1!                                 *+   !!         . 0  .    .         !
 2009.2!                                 +    !!         .    .0   .         !
 2009.3!                                 +*   !!         .    . 0  .         !
 2009.4!                                  +   !!         .    0    .         !
 2010.1!                                 *+   !!         .  0 .    .         !
 2010.2!                                 +*   !!         .    .0   .         !
 2010.3!                                  + * !!         .    .   0.         !
 2010.4!                                    + !!         .   0.    .         !
 2011.1!                                 *  + !!         0    .    .         !
 2011.2!                                  +  *!!         .    .    .0        !
 2011.3!                                     +!!         .    .0   .         !
 2011.4!                                     +*!         .    .0   .         !
 2012.1!                                    * +!         0    .    .         !
 2012.2!                                    +*!!         .    . 0  .         !
 2012.3!                                     +!!         .    .0   .         !
 2012.4!                                     +!!         .   0.    .         !


     24.60 percent of the residuals exceed 1 SE
      7.14 percent of the residuals exceed 2 SE
@EQ  1288 LAAARNZ C LAARNZ(-1) PARNZ;SMPL 1980.2 2012.4;OLS;EST 1288 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRNZ=BRPX$Q/NZPMM;                                                     
 GENR LAABRNZ=LOG(AABRNZ+.00001);                                             
 GENR LABRNZ=LOG(ABRNZ+.00001);                                               
 LHS AABRNZ=EXP(LAABRNZ)-.00001;                                              
  EQ 1289 LAABRNZ C LABRNZ(-1) PBRNZ;                                         
EQUATION 963  LAABRNZ  
   RHS     C  LABRNZ(-1)  PBRNZ  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  963 PLOT=0;END;                                                     

Equation number =  963
**********************

Dependent variable = LAABRNZ 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.795510306

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.398819579       0.423127807  -5.66926     1.000000
13298 LABRNZ  ( -1)       0.375254282       0.077385782   4.84914    -5.792979
13296 PBRNZ   (  0)      -1.264780873       0.270360274  -4.67813     0.966848

SE of equation            =     0.342614705
Sum of squared residuals  =  14.4383348       0.406341627E-11
Average absolute error    =     0.253163407
Sum of ABS residuals      =  31.8985893    
R squared                 =   0.37659
Durbin-Watson statistic   =   2.12393
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!              +    *                  !!          .   .  0.          !
 1981.4!                   +*                 !!          .   .0  .          !
 1982.1!                  +*                  !!          .   0   .          !
 1982.2!                  *+                  !!          .  0.   .          !
 1982.3!                  +  *                !!          .   . 0 .          !
 1982.4!                   +  *               !!          .   . 0 .          !
 1983.1!                   +                  *!          .   .   .        0 !
 1983.2!                       + *            !!          .   .0  .          !
 1983.3!                  +*                  !!          .   .0  .          !
 1983.4!               +                      !!          .   0   .          !
 1984.1!           *  +                       !!          . 0 .   .          !
 1984.2!               +               *      !!          .   .   .       0  !
 1984.3!                  +          *        !!          .   .   .   0      !
 1984.4!                * +                   !!          .  0.   .          !
 1985.1!              +   *                   !!          .   .  0.          !
 1985.2!               +  *                   !!          .   . 0 .          !
 1985.3!                 +          *         !!          .   .   .   0      !
 1985.4!                    +    *            !!          .   .   0          !
 1986.1!  *                    +              !0          .   .   .          !
 1986.2!             +       *                !!          .   .   .0         !
 1986.3!                     + *              !!          .   .0  .          !
 1986.4!       *          +                   !!      0   .   .   .          !
 1987.1!      *        +                      !!       0  .   .   .          !
 1987.2!        *     +                       !!          0   .   .          !
 1987.3!              + *                     !!          .   .0  .          !
 1987.4!                   +      *           !!          .   .   .0         !
 1988.1!                *      +              !!         0.   .   .          !
 1988.2!                  *+                  !!          .   0   .          !
 1988.3!                  +       *           !!          .   .   . 0        !
 1988.4!                      +    *          !!          .   .   0          !
 1989.1!                       +              !!          .   0   .          !
 1989.2!                     +                !!          .   .0  .          !
 1989.3!                      +       *       !!          .   .   . 0        !
 1989.4!                        +   *         !!          .   . 0 .          !
 1990.1!                       *  +           !!          .0  .   .          !
 1990.2!                  *   +               !!          .0  .   .          !
 1990.3!                     +   *            !!          .   .  0.          !
 1990.4!                    * +               !!          . 0 .   .          !
 1991.1!                     *+               !!          .  0.   .          !
 1991.2!                     +*               !!          .   .0  .          !
 1991.3!                    + *               !!          .   . 0 .          !
 1991.4!                    +   *             !!          .   .  0.          !
 1992.1!                *+                    !!          .  0.   .          !
 1992.2!                 +   *                !!          .   . 0 .          !
 1992.3!                  +*                  !!          .   0   .          !
 1992.4!                   +    *             !!          .   .  0.          !
 1993.1!                  +                   !!          .   0   .          !
 1993.2!                 +*                   !!          .   0   .          !
 1993.3!                  +   *               !!          .   .  0.          !
 1993.4!                  +  *                !!          .   .  0.          !
 1994.1!                 +                    !!          .  0.   .          !
 1994.2!               *+                     !!          .  0.   .          !
 1994.3!                 +   *                !!          .   .  0.          !
 1994.4!                 *+                   !!          .   0   .          !
 1995.1!                   +*                 !!          .   .0  .          !
 1995.2!                * +                   !!          .  0.   .          !
 1995.3!                  +  *                !!          .   .  0.          !
 1995.4!                  +       *           !!          .   .   . 0        !
 1996.1!            *        +                !!       0  .   .   .          !
 1996.2!              *+                      !!          .  0.   .          !
 1996.3!               +*                     !!          .   .0  .          !
 1996.4!               + *                    !!          .   .0  .          !
 1997.1!          *      +                    !!         0.   .   .          !
 1997.2!        *  +                          !!          . 0 .   .          !
 1997.3!         +    *                       !!          .   .   0          !
 1997.4!           +  *                       !!          .   . 0 .          !
 1998.1!             *  +                     !!          . 0 .   .          !
 1998.2!             +*                       !!          .   .0  .          !
 1998.3!          *  +                        !!          . 0 .   .          !
 1998.4!      *     +                         !!          0   .   .          !
 1999.1! *         +                          !!      0   .   .   .          !
 1999.2!          +                           !!          .   0   .          !
 1999.3!          *   +                       !!          .0  .   .          !
 1999.4!     *       +                        !!        0 .   .   .          !
 2000.1!*          +                          !!      0   .   .   .          !
 2000.2!        +               *             !!          .   .   .      0   !
 2000.3!             *  +                     !!          .0  .   .          !
 2000.4!           +*                         !!          .   .0  .          !
 2001.1!*            +                        !!     0    .   .   .          !
 2001.2!    *   +                             !!          .0  .   .          !
 2001.3!          *+                          !!          .  0.   .          !
 2001.4!            +                         !!          .   .0  .          !
 2002.1!          *   +                       !!          .0  .   .          !
 2002.2!        * +                           !!          . 0 .   .          !
 2002.3!            *   +                     !!          .0  .   .          !
 2002.4!             +  *                     !!          .   . 0 .          !
 2003.1!          *      +                    !!         0.   .   .          !
 2003.2!       *     +                        !!          0   .   .          !
 2003.3!           +    *                     !!          .   .   0          !
 2003.4!       *      +                       !!         0.   .   .          !
 2004.1!              *+                      !!          .  0.   .          !
 2004.2!        * +                           !!          . 0 .   .          !
 2004.3!             +                        !!          .   0   .          !
 2004.4!             + *                      !!          .   . 0 .          !
 2005.1!             *+                       !!          .  0.   .          !
 2005.2!        *   +                         !!          .0  .   .          !
 2005.3!         + *                          !!          .   . 0 .          !
 2005.4!          *+                          !!          .  0.   .          !
 2006.1!         *  +                         !!          .  0.   .          !
 2006.2!        +                             !!          .   0   .          !
 2006.3!           +      *                   !!          .   .   .0         !
 2006.4!     *      +                         !!         0.   .   .          !
 2007.1!         +   *                        !!          .   .  0.          !
 2007.2!  *         +                         !!       0  .   .   .          !
 2007.3!        +         *                   !!          .   .   .  0       !
 2007.4!             +*                       !!          .   .0  .          !
 2008.1!    *     +                           !!          0   .   .          !
 2008.2!         +  *                         !!          .   . 0 .          !
 2008.3!         +    *                       !!          .   .  0.          !
 2008.4!      +         *                     !!          .   .   .  0       !
 2009.1!           *  +                       !!          . 0 .   .          !
 2009.2!      *    +                          !!          0   .   .          !
 2009.3!          *+                          !!          .  0.   .          !
 2009.4!  *        +                          !!       0  .   .   .          !
 2010.1!  *      +                            !!         0.   .   .          !
 2010.2!   *   +                              !!          .0  .   .          !
 2010.3!       + *                            !!          .   .0  .          !
 2010.4!    *    +                            !!          0   .   .          !
 2011.1!       +               *              !!          .   .   .       0  !
 2011.2! *          +                         !!      0   .   .   .          !
 2011.3!     +   *                            !!          .   .  0.          !
 2011.4!      * +                             !!          .  0.   .          !
 2012.1!    *+                                !!          .  0.   .          !
 2012.2*      +                               !!         0.   .   .          !
 2012.3!    +   *                             !!          .   .  0.          !
 2012.4!          +                           !!          .   0   .          !


     25.40 percent of the residuals exceed 1 SE
      4.76 percent of the residuals exceed 2 SE
@@EQ 1290 LAACENZ C LACENZ(-1) PCENZ;SMPL 1996.3 2012.4;OLS;EST 1290 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMENZ=MEPX$Q/NZPMM;                                                     
 GENR LAAMENZ=LOG(AAMENZ+.00001);                                             
 GENR LAMENZ=LOG(AMENZ+.00001);                                               
 LHS AAMENZ=EXP(LAAMENZ)-.00001;                                              
  EQ 1291 LAAMENZ C LAMENZ(-1) PMENZ;                                         
EQUATION 964  LAAMENZ  
   RHS     C  LAMENZ(-1)  PMENZ  
 SMPL 1977.3 2012.4;                                                          
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
 OLS;EST  964 PLOT=0;END;                                                     

Equation number =  964
**********************

Dependent variable = LAAMENZ 

 1977.3 -   2012.4,    0 missing obs.,  142 obs. used.

Mean of dependent variable       -7.211113710

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.025014538       0.634138915  -1.61639     1.000000
13301 LAMENZ  ( -1)       0.705186738       0.062155926  11.34545    -7.229121
13299 PMENZ   (  0)      -0.973561054       0.584241321  -1.66637     1.117771

SE of equation            =     0.648331001
Sum of squared residuals  =  58.4262990       0.936584144E-11
Average absolute error    =     0.464684894
Sum of ABS residuals      =  65.9852550    
R squared                 =   0.55390
Durbin-Watson statistic   =   2.38984
SMPL and No. Obs.         = 1977.3   2012.4    142

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.3!          *  +                        !!          . 0 .   .          !
 1977.4!            *+                        !!          .  0.   .          !
 1978.1!           *  +                       !!          . 0 .   .          !
 1978.2!           * +                        !!          .  0.   .          !
 1978.3!          *   +                       !!          .0  .   .          !
 1978.4!          *  +                        !!          . 0 .   .          !
 1979.1!         *   +                        !!          . 0 .   .          !
 1979.2!        *   +                         !!          . 0 .   .          !
 1979.3!        *   +                         !!          . 0 .   .          !
 1979.4!        *   +                         !!          . 0 .   .          !
 1980.1!      *     +                         !!          0   .   .          !
 1980.2!*          +                          !!        0 .   .   .          !
 1980.3!       +      *                       !!          .   .   0          !
 1980.4*                +                     !!    0     .   .   .          !
 1981.1*     +                                !!          0   .   .          !
 1981.2!   * +                                !!          .  0.   .          !
 1981.3!    *   +                             !!          . 0 .   .          !
 1981.4!         +         *                  !!          .   .   . 0        !
 1982.1!   *              +                   !!     0    .   .   .          !
 1982.2!  *    +                              !!          .0  .   .          !
 1982.3!   *  +                               !!          . 0 .   .          !
 1982.4!       +          *                   !!          .   .   .  0       !
 1983.1!             *    +                   !!          .0  .   .          !
 1983.2!        *    +                        !!          .0  .   .          !
 1983.3!   *      +                           !!         0.   .   .          !
 1983.4!      +       *                       !!          .   .   .0         !
 1984.1!            * +                       !!          .  0.   .          !
 1984.2!             +     *                  !!          .   .   0          !
 1984.3!  *              +                    !!    0     .   .   .          !
 1984.4!     +               *                !!          .   .   .     0    !
 1985.1!  *               +                   !!    0     .   .   .          !
 1985.2!   * +                                !!          .  0.   .          !
 1985.3!      +               *               !!          .   .   .     0    !
 1985.4!                    +         *       !!          .   .   . 0        !
 1986.1!                    *     +           !!          0   .   .          !
 1986.2!                   +    *             !!          .   .  0.          !
 1986.3!                      + *             !!          .   .0  .          !
 1986.4!                      +     *         !!          .   .  0.          !
 1987.1!                         + *          !!          .   .0  .          !
 1987.2!                         +            !!          .   0   .          !
 1987.3!                       +    *         !!          .   .  0.          !
 1987.4!                          +*          !!          .   .0  .          !
 1988.1!                         +   *        !!          .   .  0.          !
 1988.2!                           +  *       !!          .   . 0 .          !
 1988.3!                           + *        !!          .   .0  .          !
 1988.4!                          + *         !!          .   .0  .          !
 1989.1!                        * +           !!          .  0.   .          !
 1989.2!                      +   *           !!          .   . 0 .          !
 1989.3!                        +*            !!          .   0   .          !
 1989.4!                       +              !!          .   0   .          !
 1990.1!                    * +               !!          .  0.   .          !
 1990.2!                    +                 !!          .   0   .          !
 1990.3!                    +    *            !!          .   .  0.          !
 1990.4!                    *   +             !!          . 0 .   .          !
 1991.1!           *        +                 !!        0 .   .   .          !
 1991.2!             +            *           !!          .   .   .   0      !
 1991.3!                       +              *!          .   .   .    0     !
 1991.4!        *                       +     !0          .   .   .          !
 1992.1!        *  +                          !!          . 0 .   .          !
 1992.2!        *  +                          !!          . 0 .   .          !
 1992.3!           +   *                      !!          .   .  0.          !
 1992.4!           *    +                     !!          .0  .   .          !
 1993.1!             +  *                     !!          .   . 0 .          !
 1993.2!          *     +                     !!          0   .   .          !
 1993.3!         *  +                         !!          . 0 .   .          !
 1993.4!           +            *             !!          .   .   .   0      !
 1994.1!       *              +               !!     0    .   .   .          !
 1994.2!          +    *                      !!          .   .  0.          !
 1994.3!                +  *                  !!          .   . 0 .          !
 1994.4!                  *+                  !!          .   0   .          !
 1995.1!                * +                   !!          .  0.   .          !
 1995.2!      *          +                    !!       0  .   .   .          !
 1995.3!     *    +                           !!          .0  .   .          !
 1995.4!         +                            !!          .   0   .          !
 1996.1!     *      +                         !!          0   .   .          !
 1996.2!       * +                            !!          .  0.   .          !
 1996.3!         *+                           !!          .  0.   .          !
 1996.4!      *     +                         !!          0   .   .          !
 1997.1!         + *                          !!          .   .0  .          !
 1997.2!     *       +                        !!         0.   .   .          !
 1997.3!        +      *                      !!          .   .   0          !
 1997.4!     *         +                      !!        0 .   .   .          !
 1998.1!      * +                             !!          .  0.   .          !
 1998.2!        +      *                      !!          .   .   0          !
 1998.3!               +  *                   !!          .   . 0 .          !
 1998.4!                 + *                  !!          .   .0  .          !
 1999.1!                  + *                 !!          .   .0  .          !
 1999.2!              *   +                   !!          .0  .   .          !
 1999.3!              + *                     !!          .   .0  .          !
 1999.4!                +                     !!          .   0   .          !
 2000.1!               +      *               !!          .   .   0          !
 2000.2!                    +   *             !!          .   .  0.          !
 2000.3!                     +*               !!          .   0   .          !
 2000.4!                   +    *             !!          .   .  0.          !
 2001.1!                     +    *           !!          .   .  0.          !
 2001.2!                      +  *            !!          .   . 0 .          !
 2001.3!                      +*              !!          .   0   .          !
 2001.4!                   +                  !!          .  0.   .          !
 2002.1!                 +      *             !!          .   .   .0         !
 2002.2!                     +                !!          .   0   .          !
 2002.3!                   +   *              !!          .   . 0 .          !
 2002.4!                    +   *             !!          .   . 0 .          !
 2003.1!               *     +                !!          0   .   .          !
 2003.2!               + *                    !!          .   .0  .          !
 2003.3!                 +                    !!          .   0   .          !
 2003.4!               * +                    !!          .  0.   .          !
 2004.1!                +                     !!          .   0   .          !
 2004.2!                 +*                   !!          .   .0  .          !
 2004.3!                  +*                  !!          .   0   .          !
 2004.4!                   *+                 !!          .   0   .          !
 2005.1!                    +*                !!          .   .0  .          !
 2005.2!                     +                !!          .   0   .          !
 2005.3!                     +*               !!          .   .0  .          !
 2005.4!                  *  +                !!          . 0 .   .          !
 2006.1!                   + *                !!          .   .0  .          !
 2006.2!                     +  *             !!          .   . 0 .          !
 2006.3!                        +             !!          .   0   .          !
 2006.4!                       +*             !!          .   .0  .          !
 2007.1!                      *+              !!          .  0.   .          !
 2007.2!                      +               !!          .   0   .          !
 2007.3!                      + *             !!          .   .0  .          !
 2007.4!                        + *           !!          .   .0  .          !
 2008.1!                         +  *         !!          .   . 0 .          !
 2008.2!                           +*         !!          .   0   .          !
 2008.3!                           + *        !!          .   . 0 .          !
 2008.4!                           +  *       !!          .   . 0 .          !
 2009.1!                        *   +         !!          . 0 .   .          !
 2009.2!                        +*            !!          .   .0  .          !
 2009.3!                        +   *         !!          .   . 0 .          !
 2009.4!                          +       *   !!          .   .   0          !
 2010.1!                             *+       !!          .  0.   .          !
 2010.2!                            +         !!          .   0   .          !
 2010.3!                           +     *    !!          .   .   0          !
 2010.4!                             *+       !!          .  0.   .          !
 2011.1!                            +        *!!          .   .   . 0        !
 2011.2!                              *  +    !!          . 0 .   .          !
 2011.3!                            + *       !!          .   .0  .          !
 2011.4!                             +  *     !!          .   . 0 .          !
 2012.1!                              + *     !!          .   .0  .          !
 2012.2!                             + *      !!          .   .0  .          !
 2012.3!                            +      *  !!          .   .   0          !
 2012.4!                               +   *  !!          .   . 0 .          !


     23.94 percent of the residuals exceed 1 SE
      7.75 percent of the residuals exceed 2 SE
@@EQ 1292 LAAPENZ C LAPENZ(-1) PPENZ;SMPL 1996.2 2012.4;OLS;EST 1292 PLOT=0;EN
@@EQ 1293 LAATUNZ C LATUNZ(-1) PTUNZ;SMPL 1994.3 2012.4;OLS;EST 1293 PLOT=0;EN
@@EQ 1294 LAAPDNZ C LAPDNZ(-1) PPDNZ;SMPL 1992.3 2012.4;OLS;EST 1294 PLOT=0;EN
@@EQ 1295 LAARUNZ C LARUNZ(-1) PRUNZ;SMPL 1993.4 2012.4;OLS;EST 1295 PLOT=0;EN
@@EQ 1296 LAAUENZ C LAUENZ(-1) PUENZ;SMPL 1996.4 2012.4;OLS;EST 1296 PLOT=0;EN
@@EQ 1297 LAAEGNZ C LAEGNZ(-1) PEGNZ;SMPL 1992.3 2012.4;OLS;EST 1297 PLOT=0;EN
@EQ  1298 LAAISNZ C LAISNZ(-1) PISNZ;SMPL 1975.4 2012.4;OLS;EST 1298 PLOT=0;EN
@@EQ 1299 LAAKENZ C LAKENZ(-1) PKENZ;SMPL 1991.3 2012.4;OLS;EST 1299 PLOT=0;EN
@EQ  1300 LAABANZ C LABANZ(-1) PBANZ;SMPL 1972.3 2012.4;OLS;EST 1300 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKNZ=HKPX$/NZPMM;                                                      
 GENR LAAHKNZ=LOG(AAHKNZ+.00001);                                             
 GENR LAHKNZ=LOG(AHKNZ+.00001);                                               
 LHS AAHKNZ=EXP(LAAHKNZ)-.00001;                                              
  EQ 1301 LAAHKNZ C LAHKNZ(-1) PHKNZ;                                         
EQUATION 965  LAAHKNZ  
   RHS     C  LAHKNZ(-1)  PHKNZ  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  965 PLOT=0;END;                                                     

Equation number =  965
**********************

Dependent variable = LAAHKNZ 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.363444864

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.374029626       0.111659018  -3.34975     1.000000
13304 LAHKNZ  ( -1)       0.858151234       0.038399863  22.34777    -4.368666
13302 PHKNZ   (  0)      -0.159424963       0.053078833  -3.00355     1.508165

SE of equation            =     0.199394836
Sum of squared residuals  =  7.35528559      -0.570077319E-11
Average absolute error    =     0.143835753
Sum of ABS residuals      =  27.0411216    
R squared                 =   0.91507
Durbin-Watson statistic   =   2.56058
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                *  +                  !!           0  .  .           !
 1966.2!                + *                   !!           .  . 0.           !
 1966.3!               * +                    !!           .0 .  .           !
 1966.4!               +*                     !!           .  .0 .           !
 1967.1! *              +                     !0           .  .  .           !
 1967.2!   *+                                 !!           .  0  .           !
 1967.3! *   +                                !!          0.  .  .           !
 1967.4!   +  *                               !!           .  .  0           !
 1968.1!   *    +                             !!         0 .  .  .           !
 1968.2!   *+                                 !!           . 0.  .           !
 1968.3*    +                                 !!         0 .  .  .           !
 1968.4* +                                    !!           .0 .  .           !
 1969.1!+     *                               !!           .  .  . 0         !
 1969.2!   *   +                              !!          0.  .  .           !
 1969.3!*    +                                !!         0 .  .  .           !
 1969.4!  +     *                             !!           .  .  .  0        !
 1970.1!  *      +                            !!       0   .  .  .           !
 1970.2! *  +                                 !!           0  .  .           !
 1970.3!   +  *                               !!           .  .  .0          !
 1970.4!   *   +                              !!          0.  .  .           !
 1971.1!     +   *                            !!           .  .  .0          !
 1971.2!         *+                           !!           . 0.  .           !
 1971.3!     *   +                            !!         0 .  .  .           !
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 1972.3!            +   *                     !!           .  .  . 0         !
 1972.4!        *       +                     !!     0     .  .  .           !
 1973.1!        +      *                      !!           .  .  .  0        !
 1973.2!              +    *                  !!           .  .  .  0        !
 1973.3!                 +  *                 !!           .  .  0           !
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 1974.1!                   * +                !!           . 0.  .           !
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 1991.4!                                +   * !!           .  .  .0          !
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 1993.2!                                   * +!!           .0 .  .           !
 1993.3!                                * +   !!           .0 .  .           !
 1993.4!                               +    * !!           .  .  . 0         !
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 2001.3!                               *+     !!           . 0.  .           !
 2001.4!                               +      !!           .  0  .           !
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 2002.2!                                +     !!           .  .0 .           !
 2002.3!                              * +     !!           .0 .  .           !
 2002.4!                              +  *    !!           .  . 0.           !
 2003.1!                                 +    !!           .  .0 .           !
 2003.2!                                 +*   !!           .  .0 .           !
 2003.3!                               *  +   !!           0  .  .           !
 2003.4!                               + *    !!           .  . 0.           !
 2004.1!                                 +    !!           .  0  .           !
 2004.2!                                 + *  !!           .  .0 .           !
 2004.3!                                *  +  !!           .0 .  .           !
 2004.4!                                 +*   !!           .  . 0.           !
 2005.1!                                  *+  !!           . 0.  .           !
 2005.2!                                  + * !!           .  . 0.           !
 2005.3!                                  * + !!           .0 .  .           !
 2005.4!                                  +*  !!           .  .0 .           !
 2006.1!                                   +  !!           .  0  .           !
 2006.2!                                   + *!!           .  . 0.           !
 2006.3!                                 *   +!!          0.  .  .           !
 2006.4!                                  +*  !!           .  . 0.           !
 2007.1!                                   +* !!           .  0  .           !
 2007.2!                                    + !!           .  0  .           !
 2007.3!                                   *+ !!           .0 .  .           !
 2007.4!                                   +* !!           .  .0 .           !
 2008.1!                                    +*!!           .  0  .           !
 2008.2!                                     +!!           .  0  .           !
 2008.3!                                  *  +!!           0  .  .           !
 2008.4!                                   +* !!           .  .0 .           !
 2009.1!                                    +*!!           .  .0 .           !
 2009.2!                                   * +!!           .0 .  .           !
 2009.3!                                *  +  !!          0.  .  .           !
 2009.4!                                +  *  !!           .  . 0.           !
 2010.1!                                   +* !!           .  .0 .           !
 2010.2!                                   *+ !!           . 0.  .           !
 2010.3!                                  * + !!           . 0.  .           !
 2010.4!                                   +  !!           .  0  .           !
 2011.1!                                  *+  !!           . 0.  .           !
 2011.2!                                   +* !!           .  .0 .           !
 2011.3!                                 *  + !!          0.  .  .           !
 2011.4!                                 +*   !!           .  .0 .           !
 2012.1!                                 *+   !!           . 0.  .           !
 2012.2!                                 *+   !!           . 0.  .           !
 2012.3!                               *  +   !!           .0 .  .           !
 2012.4!                                + *   !!           .  . 0.           !


     25.00 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSINZ=SIPX$/NZPMM;                                                      
 GENR LAASINZ=LOG(AASINZ+.00001);                                             
 GENR LASINZ=LOG(ASINZ+.00001);                                               
 LHS AASINZ=EXP(LAASINZ)-.00001;                                              
  EQ 1302 LAASINZ C LASINZ(-1) PSINZ;                                         
EQUATION 966  LAASINZ  
   RHS     C  LASINZ(-1)  PSINZ  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST  966 PLOT=0;END;                                                     

Equation number =  966
**********************

Dependent variable = LAASINZ 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -3.764436341

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.256380688       0.114930532  -2.23074     1.000000
13307 LASINZ  ( -1)       0.854754428       0.038574567  22.15850    -3.782406
13305 PSINZ   (  0)      -0.185197724       0.090802400  -2.03957     1.485047

SE of equation            =     0.290923024
Sum of squared residuals  =  14.8113360       0.300870440E-11
Average absolute error    =     0.215055838
Sum of ABS residuals      =  38.2799392    
R squared                 =   0.85525
Durbin-Watson statistic   =   2.38372
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3!+*                                    !!          .   .0  .          !
 1968.4!   +*                                 !!          .   .0  .          !
 1969.1!     +  *                             !!          .   .   0          !
 1969.2!        * +                           !!          . 0 .   .          !
 1969.3!       *  +                           !!          .0  .   .          !
 1969.4!       * +                            !!          .0  .   .          !
 1970.1!    *   +                             !!        0 .   .   .          !
 1970.2!  *   +                               !!         0.   .   .          !
 1970.3!*   +                                 !!          0   .   .          !
 1970.4*   +                                  !!         0.   .   .          !
 1971.1! *+                                   !!          .  0.   .          !
 1971.2!  *+                                  !!          . 0 .   .          !
 1971.3!   *+                                 !!          . 0 .   .          !
 1971.4!  *  +                                !!          .0  .   .          !
 1972.1!     +     *                          !!          .   .   .   0      !
 1972.2!         *   +                        !!         0.   .   .          !
 1972.3!          + *                         !!          .   .  0.          !
 1972.4!       *      +                       !!      0   .   .   .          !
 1973.1!      *  +                            !!          0   .   .          !
 1973.2!        +*                            !!          .   . 0 .          !
 1973.3!           + *                        !!          .   .  0.          !
 1973.4!             *+                       !!          .   0   .          !
 1974.1!              +     *                 !!          .   .   .  0       !
 1974.2!                    +                 !!          .   0   .          !
 1974.3!              *     +                 !!      0   .   .   .          !
 1974.4!          *   +                       !!        0 .   .   .          !
 1975.1!           + *                        !!          .   .  0.          !
 1975.2!              +*                      !!          .   .0  .          !
 1975.3!               +    *                 !!          .   .   . 0        !
 1975.4!                    +      *          !!          .   .   .    0     !
 1976.1!              *           +           !0          .   .   .          !
 1976.2!             * +                      !!          . 0 .   .          !
 1976.3!              +    *                  !!          .   .   .  0       !
 1976.4!                   +*                 !!          .   .0  .          !
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 1977.2!               +        *             !!          .   .   .     0    !
 1977.3!                  *    +              !!        0 .   .   .          !
 1977.4!               *  +                   !!         0.   .   .          !
 1978.1!                +    *                !!          .   .   .  0       !
 1978.2!                     + *              !!          .   .  0.          !
 1978.3!                  *    +              !!        0 .   .   .          !
 1978.4!               *  +                   !!          0   .   .          !
 1979.1!                +  *                  !!          .   .   0          !
 1979.2!                   +    *             !!          .   .   .  0       !
 1979.3!                        +             !!          .   0   .          !
 1979.4!                       +    *         !!          .   .   . 0        !
 1980.1!                          +   *       !!          .   .   .0         !
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 1980.3!                         +    *       !!          .   .   . 0        !
 1980.4!                            + *       !!          .   .  0.          !
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 1981.4!                      + *             !!          .   .  0.          !
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 1982.4!                     +       *        !!          .   .   .    0     !
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 1984.3!                 *     +              !!      0   .   .   .          !
 1984.4!                 + *                  !!          .   .  0.          !
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 1985.3!                        + *           !!          .   . 0 .          !
 1985.4!                         +  *         !!          .   .   0          !
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 1987.3!               * +                    !!          . 0 .   .          !
 1987.4!              *  +                    !!          .0  .   .          !
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 1988.3!                   +                  !!          .   0   .          !
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 1989.4!                   +                  !!          .  0.   .          !
 1990.1!                   +                  !!          .   0   .          !
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 1990.3!                     +*               !!          .   0   .          !
 1990.4!                 *    +               !!         0.   .   .          !
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 1992.2!                  *          +        !! 0        .   .   .          !
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 1993.2!                   *+                 !!          . 0 .   .          !
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 1993.4!                   + *                !!          .   . 0 .          !
 1994.1!                    *+                !!          .  0.   .          !
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 1994.4!                     +*               !!          .   0   .          !
 1995.1!                    * +               !!          . 0 .   .          !
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 1995.3!                     *  +             !!          .0  .   .          !
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 1998.1!                     *+               !!          .  0.   .          !
 1998.2!                      +*              !!          .   . 0 .          !
 1998.3!                       +              !!          .   0   .          !
 1998.4!                       +*             !!          .   .0  .          !
 1999.1!                     *  +             !!          0   .   .          !
 1999.2!                      +  *            !!          .   .   0          !
 1999.3!                       * +            !!          . 0 .   .          !
 1999.4!                     * +              !!          .0  .   .          !
 2000.1!                     +                !!          .  0.   .          !
 2000.2!                     + *              !!          .   .  0.          !
 2000.3!                     * +              !!          0   .   .          !
 2000.4!                     +                !!          .   0   .          !
 2001.1!                      +               !!          .   0   .          !
 2001.2!                      +  *            !!          .   .   0          !
 2001.3!                     *   +            !!        0 .   .   .          !
 2001.4!                      + *             !!          .   . 0 .          !
 2002.1!                      * +             !!          .0  .   .          !
 2002.2!                      +*              !!          .   0   .          !
 2002.3!                      *+              !!          .  0.   .          !
 2002.4!                       + *            !!          .   .  0.          !
 2003.1!                        *+            !!          .  0.   .          !
 2003.2!                        +             !!          .   0   .          !
 2003.3!                         +            !!          .   0   .          !
 2003.4!                         +*           !!          .   .0  .          !
 2004.1!                          + *         !!          .   . 0 .          !
 2004.2!                            + *       !!          .   . 0 .          !
 2004.3!                            * +       !!          . 0 .   .          !
 2004.4!                            + *       !!          .   . 0 .          !
 2005.1!                              +*      !!          .   . 0 .          !
 2005.2!                              *+      !!          .  0.   .          !
 2005.3!                              +       !!          .   0   .          !
 2005.4!                              +*      !!          .   .0  .          !
 2006.1!                               + *    !!          .   .  0.          !
 2006.2!                                + *   !!          .   .  0.          !
 2006.3!                            *    +    !!       0  .   .   .          !
 2006.4!                            +    *    !!          .   .   . 0        !
 2007.1!                                 +*   !!          .   .0  .          !
 2007.2!                               * +    !!          . 0 .   .          !
 2007.3!                               +*     !!          .   .0  .          !
 2007.4!                                +*    !!          .   . 0 .          !
 2008.1!                                 + *  !!          .   .  0.          !
 2008.2!                                  +*  !!          .   .0  .          !
 2008.3!                                  +   !!          .   0   .          !
 2008.4!                                 + *  !!          .   . 0 .          !
 2009.1!                                  +*  !!          .   .0  .          !
 2009.2!                                * +   !!          .0  .   .          !
 2009.3!                                +  *  !!          .   .   0          !
 2009.4!                                  +   !!          .  0.   .          !
 2010.1!                                *+    !!          . 0 .   .          !
 2010.2!                               +   *  !!          .   .   0          !
 2010.3!                                * +   !!          .0  .   .          !
 2010.4!                                +     *!          .   .   .   0      !
 2011.1!                                     +!!          .   0   .          !
 2011.2!                                  * + !!          . 0 .   .          !
 2011.3!                                  +   !!          .   0   .          !
 2011.4!                                  +*  !!          .   . 0 .          !
 2012.1!                                   + *!!          .   .  0.          !
 2012.2!                                  * + !!          .0  .   .          !
 2012.3!                                 +    !!          .   0   .          !
 2012.4!                                 +    !!          .   .0  .          !


     24.72 percent of the residuals exceed 1 SE
      5.62 percent of the residuals exceed 2 SE
@@EQ 1303 LAAVINZ C LAVINZ(-1) PVINZ;SMPL 1991.3 2012.4;OLS;EST 1303 PLOT=0;EN
@@EQ 1304 LAANINZ C LANINZ(-1) PNINZ;SMPL 2010.1 2012.4;OLS;EST 1304 PLOT=0;EN
@@EQ 1305 LAAALNZ C LAALNZ(-1) PALNZ;SMPL 2013.1 2012.4;OLS;EST 1305 PLOT=0;EN
@@EQ 1306 LAAIANZ C LAIANZ(-1) PIANZ;SMPL 1978.2 2012.4;OLS;EST 1306 PLOT=0;EN
@@EQ 1307 LAAINNZ C LAINNZ(-1) PINNZ;SMPL 2000.3 2012.4;OLS;EST 1307 PLOT=0;EN
@@EQ 1308 LAAIQNZ C LAIQNZ(-1) PIQNZ;SMPL 2013.1 2012.4;OLS;EST 1308 PLOT=0;EN
@@EQ 1309 LAAKUNZ C LAKUNZ(-1) PKUNZ;SMPL 1997.3 2012.4;OLS;EST 1309 PLOT=0;EN
@@EQ 1310 LAALINZ C LALINZ(-1) PLINZ;SMPL 2013.1 2012.4;OLS;EST 1310 PLOT=0;EN
@@EQ 1311 LAAUANZ C LAUANZ(-1) PUANZ;SMPL 1989.3 2012.4;OLS;EST 1311 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSSA=USPX$/SAPMM;                                                      
 GENR LAAUSSA=LOG(AAUSSA+.00001);                                             
 GENR LAUSSA=LOG(AUSSA+.00001);                                               
 LHS AAUSSA=EXP(LAAUSSA)-.00001;                                              
  EQ 1312 LAAUSSA C LAUSSA(-1) PUSSA;                                         
EQUATION 967  LAAUSSA  
   RHS     C  LAUSSA(-1)  PUSSA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  967 PLOT=0;END;                                                     

Equation number =  967
**********************

Dependent variable = LAAUSSA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -1.677969980

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.099040485       0.156640000  -0.63228     1.000000
13310 LAUSSA  ( -1)       0.858862183       0.036138072  23.76613    -1.672701
13308 PUSSA   (  0)      -0.128424346       0.123487451  -1.03998     1.108121

SE of equation            =     0.135938130
Sum of squared residuals  =  3.41864740      -0.104771747E-10
Average absolute error    =     0.103902296
Sum of ABS residuals      =  19.5336316    
R squared                 =   0.75450
Durbin-Watson statistic   =   2.32466
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                              *       +!     0   .    .    .         !
 1966.2!                            +   *     !!         .    .   0.         !
 1966.3!                            *+        !!         .   0.    .         !
 1966.4!                           +   *      !!         .    .    0         !
 1967.1!                             +    *   !!         .    .    .0        !
 1967.2!                               +  *   !!         .    .  0 .         !
 1967.3!                               +      !!         .    0    .         !
 1967.4!                             +        !!         .    .0   .         !
 1968.1!                           +        * !!         .    .    .     0   !
 1968.2!                           *     +    !!      0  .    .    .         !
 1968.3!                     *   +            !!         0    .    .         !
 1968.4!                    + *               !!         .    . 0  .         !
 1969.1!            *        +                !!    0    .    .    .         !
 1969.2!             +         *              !!         .    .    .      0  !
 1969.3!                    * +               !!         .  0 .    .         !
 1969.4!                   +   *              !!         .    .    0         !
 1970.1!                    * +               !!         . 0  .    .         !
 1970.2!                   *+                 !!         .   0.    .         !
 1970.3!                   + *                !!         .    .  0 .         !
 1970.4!                     + *              !!         .    .  0 .         !
 1971.1!                     *+               !!         .   0.    .         !
 1971.2!                 *   +                !!         .0   .    .         !
 1971.3!                 +        *           !!         .    .    .    0    !
 1971.4!                         +            !!         .    0    .         !
 1972.1!                        +   *         !!         .    .   0.         !
 1972.2!                           +      *   !!         .    .    .   0     !
 1972.3!                                +     !!         .    0    .         !
 1972.4!                              +   *   !!         .    .    0         !
 1973.1!                             *  +     !!         .0   .    .         !
 1973.2!                     *     +          !!       0 .    .    .         !
 1973.3!                    +    *            !!         .    .    0         !
 1973.4!                       +    *         !!         .    .    .0        !
 1974.1!                          +           !!         .    0    .         !
 1974.2!                         +   *        !!         .    .   0.         !
 1974.3!                            + *       !!         .    . 0  .         !
 1974.4!                            + *       !!         .    .  0 .         !
 1975.1!                         *   +        !!         .0   .    .         !
 1975.2!                    *    +            !!        0.    .    .         !
 1975.3!                    +        *        !!         .    .    .      0  !
 1975.4!                            +    *    !!         .    .    . 0       !
 1976.1!                          *    +      !!        0.    .    .         !
 1976.2!                         + *          !!         .    .  0 .         !
 1976.3!                          +           !!         .    0    .         !
 1976.4!                         +   *        !!         .    .    0         !
 1977.1!                           +          !!         .    0    .         !
 1977.2!                          +           !!         .    0    .         !
 1977.3!                         +            !!         .    0    .         !
 1977.4!                        + *           !!         .    .  0 .         !
 1978.1!                         +            !!         .    0    .         !
 1978.2!                        +*            !!         .    .0   .         !
 1978.3!                        +             !!         .    0    .         !
 1978.4!                        +  *          !!         .    .   0.         !
 1979.1!                         *+           !!         .   0.    .         !
 1979.2!                      * +             !!         .  0 .    .         !
 1979.3!                      +               !!         .   0.    .         !
 1979.4!                     +    *           !!         .    .    0         !
 1980.1!                         +            !!         .   0.    .         !
 1980.2!                        +*            !!         .    0    .         !
 1980.3!                       *+             !!         .   0.    .         !
 1980.4!                       +    *         !!         .    .    .0        !
 1981.1!                         * +          !!         . 0  .    .         !
 1981.2!                        +*            !!         .    .0   .         !
 1981.3!                      * +             !!         .  0 .    .         !
 1981.4!                     + *              !!         .    .  0 .         !
 1982.1!                      +*              !!         .    .0   .         !
 1982.2!                      +               !!         .    0    .         !
 1982.3!                     +   *            !!         .    .   0.         !
 1982.4!                        +  *          !!         .    .   0.         !
 1983.1!                   *     +            !!      0  .    .    .         !
 1983.2!                  +  *                !!         .    .  0 .         !
 1983.3!                    +*                !!         .    .0   .         !
 1983.4!                  * +                 !!         . 0  .    .         !
 1984.1!            *    +                    !!        0.    .    .         !
 1984.2!          *  +                        !!         . 0  .    .         !
 1984.3!           + *                        !!         .    .  0 .         !
 1984.4!             +    *                   !!         .    .    .0        !
 1985.1!              *  +                    !!         .0   .    .         !
 1985.2!           *  +                       !!         .0   .    .         !
 1985.3!           +   *                      !!         .    .    0         !
 1985.4!               +  *                   !!         .    .  0 .         !
 1986.1!                * +                   !!         .  0 .    .         !
 1986.2!          *     +                     !!       0 .    .    .         !
 1986.3!           +*                         !!         .    .0   .         !
 1986.4!             +  *                     !!         .    .   0.         !
 1987.1!             *   +                    !!         0    .    .         !
 1987.2!           *  +                       !!         . 0  .    .         !
 1987.3!         *  +                         !!         .0   .    .         !
 1987.4!          +       *                   !!         .    .    .   0     !
 1988.1!                 *+                   !!         .  0 .    .         !
 1988.2!                *+                    !!         .   0.    .         !
 1988.3!              *  +                    !!         . 0  .    .         !
 1988.4!               + *                    !!         .    .  0 .         !
 1989.1!               * +                    !!         . 0  .    .         !
 1989.2!               +*                     !!         .    .0   .         !
 1989.3!        *       +                     !!    0    .    .    .         !
 1989.4!          +    *                      !!         .    .    .0        !
 1990.1!            *   +                     !!         .0   .    .         !
 1990.2!            *+                        !!         .  0 .    .         !
 1990.3!             + *                      !!         .    .  0 .         !
 1990.4!                +         *           !!         .    .    .      0  !
 1991.1!                         +*           !!         .    .0   .         !
 1991.2!                         +            !!         .    0    .         !
 1991.3!                     *  +             !!         .0   .    .         !
 1991.4!                     + *              !!         .    .  0 .         !
 1992.1!                       +              !!         .    0    .         !
 1992.2!                      +   *           !!         .    .    0         !
 1992.3!                      *   +           !!         0    .    .         !
 1992.4!                      +*              !!         .    .0   .         !
 1993.1!                      +               !!         .    0    .         !
 1993.2!                      +*              !!         .    .0   .         !
 1993.3!                    * +               !!         . 0  .    .         !
 1993.4!                    +  *              !!         .    .   0.         !
 1994.1!                     *+               !!         .  0 .    .         !
 1994.2!                   *+                 !!         .  0 .    .         !
 1994.3!                   +     *            !!         .    .    .  0      !
 1994.4!                        + *           !!         .    . 0  .         !
 1995.1!                      *  +            !!         . 0  .    .         !
 1995.2!                      + *             !!         .    . 0  .         !
 1995.3!                     * +              !!         .  0 .    .         !
 1995.4!                     + *              !!         .    .  0 .         !
 1996.1!                       +              !!         .    0    .         !
 1996.2!                      +               !!         .    0    .         !
 1996.3!                      +      *        !!         .    .    .  0      !
 1996.4!                        *  +          !!         .0   .    .         !
 1997.1!                     *  +             !!         . 0  .    .         !
 1997.2!                     +*               !!         .    . 0  .         !
 1997.3!                     *+               !!         .   0.    .         !
 1997.4!                    +            *    !!         .    .    .         0
 1998.1!                             * +      !!         .   0.    .         !
 1998.2!                           *+         !!         .    0    .         !
 1998.3!                          +           !!         .    0    .         !
 1998.4!                         +        *   !!         .    .    .      0  !
 1999.1!                              * +     !!         .  0 .    .         !
 1999.2!                          * +         !!         . 0  .    .         !
 1999.3!                     *   +            !!         0    .    .         !
 1999.4!                    +        *        !!         .    .    .    0    !
 2000.1!                           + *        !!         .    . 0  .         !
 2000.2!                *          +          !!0        .    .    .         !
 2000.3!                +  *                  !!         .    .   0.         !
 2000.4!                  + *                 !!         .    .0   .         !
 2001.1!                 * +                  !!         . 0  .    .         !
 2001.2!                +*                    !!         .    0    .         !
 2001.3!                +                     !!         .   0.    .         !
 2001.4!      *         +                     !!   0     .    .    .         !
 2002.1*        +                             !!    0    .    .    .         !
 2002.2! +      *                             !!         .    .    .   0     !
 2002.3!      *  +                            !!         .0   .    .         !
 2002.4!      * +                             !!         .  0 .    .         !
 2003.1!  *    +                              !!        0.    .    .         !
 2003.2!     +   *                            !!         .    .    0         !
 2003.3!    *     +                           !!      0  .    .    .         !
 2003.4!  *   +                               !!         .0   .    .         !
 2004.1!    *+                                !!         .    0    .         !
 2004.2!      +                               !!         .    0    .         !
 2004.3!     *  +                             !!         .0   .    .         !
 2004.4!       +  *                           !!         .    .  0 .         !
 2005.1!        *  +                          !!         .0   .    .         !
 2005.2!        * +                           !!         .  0 .    .         !
 2005.3!      *   +                           !!         .0   .    .         !
 2005.4!        +      *                      !!         .    .    .  0      !
 2006.1!        *       +                     !!     0   .    .    .         !
 2006.2!        * +                           !!         .  0 .    .         !
 2006.3!         *+                           !!         .   0.    .         !
 2006.4!         * +                          !!         . 0  .    .         !
 2007.1!     *    +                           !!        0.    .    .         !
 2007.2!     * +                              !!         . 0  .    .         !
 2007.3!       +*                             !!         .    .0   .         !
 2007.4!          +       *                   !!         .    .    .     0   !
 2008.1!         *         +                  !!  0      .    .    .         !
 2008.2!       *   +                          !!         0    .    .         !
 2008.3!      *  +                            !!         .0   .    .         !
 2008.4!        +    *                        !!         .    .    .0        !
 2009.1!              +                       !!         .    0    .         !
 2009.2!         *     +                      !!      0  .    .    .         !
 2009.3!         *+                           !!         .  0 .    .         !
 2009.4!         *+                           !!         .  0 .    .         !
 2010.1!           +  *                       !!         .    .   0.         !
 2010.2!         *     +                      !!       0 .    .    .         !
 2010.3!     *     +                          !!        0.    .    .         !
 2010.4!       *+                             !!         .    0    .         !
 2011.1!         +                            !!         .   0.    .         !
 2011.2!         *+                           !!         .  0 .    .         !
 2011.3!      *    +                          !!         0    .    .         !
 2011.4!        + *                           !!         .    . 0  .         !
 2012.1!            + *                       !!         .    . 0  .         !
 2012.2!        *     +                       !!       0 .    .    .         !
 2012.3!         *+                           !!         .   0.    .         !
 2012.4!           +                          !!         .    0    .         !


     26.06 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
@EQ  1313 LAACASA C LACASA(-1) PCASA;SMPL 1966.1 2012.4;OLS;EST 1313 PLOT=0;EN
@EQ  1314 LAAJASA C LAJASA(-1) PJASA;SMPL 1966.1 2012.4;OLS;EST 1314 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUSA=AUPX$/SAPMM;                                                      
 GENR LAAAUSA=LOG(AAAUSA+.00001);                                             
 GENR LAAUSA=LOG(AAUSA+.00001);                                               
 LHS AAAUSA=EXP(LAAAUSA)-.00001;                                              
  EQ 1315 LAAAUSA C LAAUSA(-1) PAUSA;                                         
EQUATION 968  LAAAUSA  
   RHS     C  LAAUSA(-1)  PAUSA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  968 PLOT=0;END;                                                     

Equation number =  968
**********************

Dependent variable = LAAAUSA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.000562525

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.848371052       0.319487610  -5.78542     1.000000
13313 LAAUSA  ( -1)       0.553565105       0.060257690   9.18663    -5.001927
13311 PAUSA   (  0)      -0.398766408       0.186615132  -2.13684     0.961213

SE of equation            =     0.237312027
Sum of squared residuals  =  10.4186447      -0.214690488E-10
Average absolute error    =     0.181750366
Sum of ABS residuals      =  34.1690687    
R squared                 =   0.35215
Durbin-Watson statistic   =   2.22155
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!               +*                     !!          .   0   .          !
 1966.2!               * +                    !!          . 0 .   .          !
 1966.3!                 +     *              !!          .   .   .0         !
 1966.4!                   * +                !!          . 0 .   .          !
 1967.1!                   +   *              !!          .   .  0.          !
 1967.2!                     +    *           !!          .   .  0.          !
 1967.3!                      +    *          !!          .   .  0.          !
 1967.4!                     * +              !!          .  0.   .          !
 1968.1!                    +*                !!          .   .0  .          !
 1968.2!                   +*                 !!          .   0   .          !
 1968.3!                  *+                  !!          .  0.   .          !
 1968.4!          *       +                   !!        0 .   .   .          !
 1969.1!              +    *                  !!          .   .   0          !
 1969.2!              *   +                   !!          0   .   .          !
 1969.3!                +  *                  !!          .   .  0.          !
 1969.4!                 * +                  !!          . 0 .   .          !
 1970.1!                  +  *                !!          .   . 0 .          !
 1970.2!                    +                 !!          .   0   .          !
 1970.3!                    + *               !!          .   .0  .          !
 1970.4!                  *  +                !!          . 0 .   .          !
 1971.1!                  +*                  !!          .   0   .          !
 1971.2!                  *+                  !!          .   0   .          !
 1971.3!                  *+                  !!          .   0   .          !
 1971.4!             *     +                  !!          0   .   .          !
 1972.1!                +         *           !!          .   .   .  0       !
 1972.2!          *            +              !!    0     .   .   .          !
 1972.3!              +          *            !!          .   .   .   0      !
 1972.4!                   *  +               !!          .0  .   .          !
 1973.1!  *                +                  !! 0        .   .   .          !
 1973.2!    *   +                             !!          .0  .   .          !
 1973.3!        +*                            !!          .   .0  .          !
 1973.4!       *   +                          !!          0   .   .          !
 1974.1!       *   +                          !!          .0  .   .          !
 1974.2!            +      *                  !!          .   .   .0         !
 1974.3!                   +  *               !!          .   . 0 .          !
 1974.4!             *       +                !!         0.   .   .          !
 1975.1!          *    +                      !!          0   .   .          !
 1975.2!            * +                       !!          .  0.   .          !
 1975.3!       *       +                      !!        0 .   .   .          !
 1975.4!             + *                      !!          .   . 0 .          !
 1976.1!                 + *                  !!          .   .0  .          !
 1976.2!                  +       *           !!          .   .   . 0        !
 1976.3!                       +   *          !!          .   .  0.          !
 1976.4!                    *  +              !!          . 0 .   .          !
 1977.1!                  +    *              !!          .   .   0          !
 1977.2!                     +                !!          .   0   .          !
 1977.3!                 * +                  !!          . 0 .   .          !
 1977.4!                 +      *             !!          .   .   .0         !
 1978.1!                     +    *           !!          .   .   0          !
 1978.2!               *      +               !!         0.   .   .          !
 1978.3!      *         +                     !!       0  .   .   .          !
 1978.4!     *     +                          !!          0   .   .          !
 1979.1!        * +                           !!          . 0 .   .          !
 1979.2!        *   +                         !!          .0  .   .          !
 1979.3!            +*                        !!          .   0   .          !
 1979.4*               +                      !!  0       .   .   .          !
 1980.1!  *    +                              !!          0   .   .          !
 1980.2!        * +                           !!          . 0 .   .          !
 1980.3!         *  +                         !!          . 0 .   .          !
 1980.4!       *      +                       !!         0.   .   .          !
 1981.1!          *  +                        !!          .0  .   .          !
 1981.2!               +*                     !!          .   .0  .          !
 1981.3!                  +   *               !!          .   .  0.          !
 1981.4!                   *  +               !!          . 0 .   .          !
 1982.1!                    +      *          !!          .   .   .0         !
 1982.2!                        +     *       !!          .   .   0          !
 1982.3!                          +           !!          .   0   .          !
 1982.4!                  *     +             !!          0   .   .          !
 1983.1!                   +       *          !!          .   .   . 0        !
 1983.2!                        +        *    !!          .   .   . 0        !
 1983.3!                            +   *     !!          .   .  0.          !
 1983.4!                   *       +          !!        0 .   .   .          !
 1984.1!                    +                 !!          .   0   .          !
 1984.2!                     +     *          !!          .   .   .0         !
 1984.3!                         +      *     !!          .   .   .0         !
 1984.4!                            +  *      !!          .   .  0.          !
 1985.1!                            + *       !!          .   . 0 .          !
 1985.2!                          +   *       !!          .   .  0.          !
 1985.3!                          +     *     !!          .   .   0          !
 1985.4!                       *   +          !!          . 0 .   .          !
 1986.1!                      +*              !!          .   .0  .          !
 1986.2!                     +   *            !!          .   .  0.          !
 1986.3!                      +               *!          .   .   .       0  !
 1986.4!         *                   +        !0          .   .   .          !
 1987.1!            +   *                     !!          .   .  0.          !
 1987.2!      *          +                    !!      0   .   .   .          !
 1987.3!           +                          !!          .  0.   .          !
 1987.4!              +    *                  !!          .   .   0          !
 1988.1!                  +         *         !!          .   .   .  0       !
 1988.2!                       +              !!          .   0   .          !
 1988.3!             *       +                !!        0 .   .   .          !
 1988.4!               +         *            !!          .   .   .  0       !
 1989.1!             *        +               !!       0  .   .   .          !
 1989.2!                +*                    !!          .   .0  .          !
 1989.3!               *  +                   !!          . 0 .   .          !
 1989.4!                +*                    !!          .   .0  .          !
 1990.1!                 +      *             !!          .   .   .0         !
 1990.2!                     +*               !!          .   .0  .          !
 1990.3!                  *+                  !!          .  0.   .          !
 1990.4!                 +                    !!          .   0   .          !
 1991.1!       *         +                    !!       0  .   .   .          !
 1991.2!            +             *           !!          .   .   .      0   !
 1991.3!                       +     *        !!          .   .   .0         !
 1991.4!                        +  *          !!          .   .  0.          !
 1992.1!                       +        *     !!          .   .   .  0       !
 1992.2!                       * +            !!          . 0 .   .          !
 1992.3!                    +      *          !!          .   .   .0         !
 1992.4!             *        +               !!       0  .   .   .          !
 1993.1!              +      *                !!          .   .   .0         !
 1993.2!               *   +                  !!          .0  .   .          !
 1993.3!                +     *               !!          .   .   .0         !
 1993.4!                 *  +                 !!          . 0 .   .          !
 1994.1!                 +  *                 !!          .   .  0.          !
 1994.2!            *      +                  !!         0.   .   .          !
 1994.3!              + *                     !!          .   . 0 .          !
 1994.4!            *   +                     !!          .0  .   .          !
 1995.1!              +  *                    !!          .   . 0 .          !
 1995.2!              * +                     !!          .  0.   .          !
 1995.3!              +     *                 !!          .   .   0          !
 1995.4!            *     +                   !!          0   .   .          !
 1996.1!             +                        !!          .   0   .          !
 1996.2!              +*                      !!          .   .0  .          !
 1996.3!              *+                      !!          .   0   .          !
 1996.4!          *    +                      !!          0   .   .          !
 1997.1!           * +                        !!          .  0.   .          !
 1997.2!             *+                       !!          .  0.   .          !
 1997.3!              *+                      !!          .  0.   .          !
 1997.4!        *      +                      !!        0 .   .   .          !
 1998.1!            +    *                    !!          .   .   0          !
 1998.2!                 +*                   !!          .   .0  .          !
 1998.3!                 + *                  !!          .   .0  .          !
 1998.4!           *     +                    !!          0   .   .          !
 1999.1!           * +                        !!          . 0 .   .          !
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 1999.3!              +*                      !!          .   .0  .          !
 1999.4!      *         +                     !!       0  .   .   .          !
 2000.1!         * +                          !!          . 0 .   .          !
 2000.2!             +                        !!          .  0.   .          !
 2000.3!               +  *                   !!          .   . 0 .          !
 2000.4!           *      +                   !!         0.   .   .          !
 2001.1!             *+                       !!          .  0.   .          !
 2001.2!              *+                      !!          .  0.   .          !
 2001.3!        *       +                     !!        0 .   .   .          !
 2001.4!             +*                       !!          .   .0  .          !
 2002.1!               *+                     !!          .  0.   .          !
 2002.2!         *      +                     !!        0 .   .   .          !
 2002.3!            +  *                      !!          .   . 0 .          !
 2002.4!              * +                     !!          .  0.   .          !
 2003.1!               + *                    !!          .   . 0 .          !
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 2003.3!                  +                   !!          .   .0  .          !
 2003.4!                *+                    !!          .  0.   .          !
 2004.1!               +                      !!          .   0   .          !
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 2004.3!                + *                   !!          .   . 0 .          !
 2004.4!           *     +                    !!          0   .   .          !
 2005.1!             + *                      !!          .   . 0 .          !
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 2005.3!                  +        *          !!          .   .   .  0       !
 2005.4!                    * +               !!          . 0 .   .          !
 2006.1!                  +            *      !!          .   .   .     0    !
 2006.2!                        +    *        !!          .   .  0.          !
 2006.3!                       +   *          !!          .   .  0.          !
 2006.4!                *     +               !!          0   .   .          !
 2007.1!                +*                    !!          .   .0  .          !
 2007.2!                +   *                 !!          .   .  0.          !
 2007.3!                 + *                  !!          .   .0  .          !
 2007.4!                 +      *             !!          .   .   .0         !
 2008.1!                   +*                 !!          .   0   .          !
 2008.2!                 +                    !!          .   0   .          !
 2008.3!                +                     !!          .   0   .          !
 2008.4!             *  +                     !!          . 0 .   .          !
 2009.1!              +         *             !!          .   .   .  0       !
 2009.2!                    +*                !!          .   .0  .          !
 2009.3!                  +       *           !!          .   .   . 0        !
 2009.4!                     +  *             !!          .   . 0 .          !
 2010.1!                 *  +                 !!          . 0 .   .          !
 2010.2!          *      +                    !!         0.   .   .          !
 2010.3!             +*                       !!          .   .0  .          !
 2010.4!       *       +                      !!        0 .   .   .          !
 2011.1!           + *                        !!          .   .0  .          !
 2011.2!              + *                     !!          .   .0  .          !
 2011.3!              * +                     !!          .  0.   .          !
 2011.4!               +                      !!          .   0   .          !
 2012.1!         *      +                     !!         0.   .   .          !
 2012.2!      *      +                        !!         0.   .   .          !
 2012.3!           +      *                   !!          .   .   .0         !
 2012.4!                 +*                   !!          .   .0  .          !


     31.91 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRSA=FRPX$/SAPMM;                                                      
 GENR LAAFRSA=LOG(AAFRSA+.00001);                                             
 GENR LAFRSA=LOG(AFRSA+.00001);                                               
 LHS AAFRSA=EXP(LAAFRSA)-.00001;                                              
  EQ 1316 LAAFRSA C LAFRSA(-1) PFRSA;                                         
EQUATION 969  LAAFRSA  
   RHS     C  LAFRSA(-1)  PFRSA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  969 PLOT=0;END;                                                     

Equation number =  969
**********************

Dependent variable = LAAFRSA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.155315098

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.531453348       0.137918442  -3.85339     1.000000
13316 LAFRSA  ( -1)       0.737407623       0.055690347  13.24121    -3.156469
13314 PFRSA   (  0)      -0.262047301       0.135004695  -1.94102     1.130551

SE of equation            =     0.161315950
Sum of squared residuals  =  4.81422463      -0.579980508E-12
Average absolute error    =     0.118210448
Sum of ABS residuals      =  22.2235642    
R squared                 =   0.66999
Durbin-Watson statistic   =   1.96252
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!             + *                      !!           .  . 0.           !
 1966.2!                +    *                !!           .  .  . 0         !
 1966.3!                   *+                 !!           . 0.  .           !
 1966.4!                  *+                  !!           . 0.  .           !
 1967.1!              *   +                   !!          0.  .  .           !
 1967.2!        *      +                      !!       0   .  .  .           !
 1967.3!         * +                          !!           .0 .  .           !
 1967.4!           +   *                      !!           .  .  .0          !
 1968.1!            *  +                      !!          0.  .  .           !
 1968.2*             +                        !0           .  .  .           !
 1968.3!    +      *                          !!           .  .  .    0      !
 1968.4!        *   +                         !!          0.  .  .           !
 1969.1!          +     *                     !!           .  .  .  0        !
 1969.2!                +        *            !!           .  .  .      0    !
 1969.3!                       *+             !!           .0 .  .           !
 1969.4!                      +*              !!           .  .0 .           !
 1970.1!                       +  *           !!           .  .  0           !
 1970.2!                        +             !!           . 0.  .           !
 1970.3!                       +  *           !!           .  .  0           !
 1970.4!                       * +            !!           .0 .  .           !
 1971.1!                       + *            !!           .  . 0.           !
 1971.2!                        +*            !!           .  .0 .           !
 1971.3!                       *+             !!           . 0.  .           !
 1971.4!                       + *            !!           .  . 0.           !
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 1972.2!                   *     +            !!        0  .  .  .           !
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 1972.4!                      *+              !!           . 0.  .           !
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 1973.3!         +                            !!           . 0.  .           !
 1973.4!           +    *                     !!           .  .  . 0         !
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 1975.4!             *   +                    !!          0.  .  .           !
 1976.1!             * +                      !!           . 0.  .           !
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 1976.3!              *  +                    !!          0.  .  .           !
 1976.4!              * +                     !!           .0 .  .           !
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 1977.3!                    +*                !!           .  .0 .           !
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 1979.4!                     + *              !!           .  . 0.           !
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 1980.2!                       +              !!           .  0  .           !
 1980.3!                       + *            !!           .  . 0.           !
 1980.4!                        +*            !!           .  .0 .           !
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 1981.2!                        +  *          !!           .  .  0           !
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 1983.2!                         *+           !!           .  0  .           !
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 1983.4!                         *+           !!           .  0  .           !
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 1984.3!                                  +   *!           .  .  . 0         !
 1984.4!                              *    +  !!         0 .  .  .           !
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 1987.4!                     + *              !!           .  . 0.           !
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 1988.3!                      + *             !!           .  . 0.           !
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 1989.1!                       +*             !!           .  .0 .           !
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 1989.3!                       +*             !!           .  0  .           !
 1989.4!                       +  *           !!           .  .  0           !
 1990.1!                       * +            !!           .0 .  .           !
 1990.2!                      +*              !!           .  0  .           !
 1990.3!                      +   *           !!           .  .  .0          !
 1990.4!                         + *          !!           .  .  0           !
 1991.1!                          +   *       !!           .  .  . 0         !
 1991.2!                           *+         !!           . 0.  .           !
 1991.3!                          +           !!           .  0  .           !
 1991.4!                       * +            !!           .0 .  .           !
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 1992.3!                         + *          !!           .  . 0.           !
 1992.4!                        *+            !!           .0 .  .           !
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 1993.3!                     + *              !!           .  . 0.           !
 1993.4!                   *   +              !!          0.  .  .           !
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 1996.3!                    * +               !!           . 0.  .           !
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 1997.1!                       +   *          !!           .  .  . 0         !
 1997.2!                        * +           !!           0  .  .           !
 1997.3!                    *   +             !!          0.  .  .           !
 1997.4!                *    +                !!         0 .  .  .           !
 1998.1!                 *+                   !!           . 0.  .           !
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 1998.3!                     +*               !!           .  .0 .           !
 1998.4!                   *  +               !!           0  .  .           !
 1999.1!                    +  *              !!           .  .  0           !
 1999.2!                       +              !!           . 0.  .           !
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 1999.4!                       *  +           !!           0  .  .           !
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 2000.2!                        +    *        !!           .  .  . 0         !
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 2000.4!                           +          !!           .  0  .           !
 2001.1!                          +           !!           .  0  .           !
 2001.2!                          +*          !!           .  .0 .           !
 2001.3!                           +          !!           .  0  .           !
 2001.4!                           +          !!           .  0  .           !
 2002.1!                          + *         !!           .  . 0.           !
 2002.2!                           +    *     !!           .  .  . 0         !
 2002.3!                              +       !!           .  0  .           !
 2002.4!                             +        !!           .  0  .           !
 2003.1!                            +         !!           .  .0 .           !
 2003.2!                        *  +          !!           0  .  .           !
 2003.3!                        +  *          !!           .  .  .0          !
 2003.4!                          +*          !!           .  0  .           !
 2004.1!                     *    +           !!          0.  .  .           !
 2004.2!                      + *             !!           .  . 0.           !
 2004.3!                        +*            !!           .  .0 .           !
 2004.4!                   *    +             !!         0 .  .  .           !
 2005.1!                    +      *          !!           .  .  .   0       !
 2005.2!                        * +           !!           0  .  .           !
 2005.3!                        +             !!           .  0  .           !
 2005.4!                        + *           !!           .  . 0.           !
 2006.1!                       *  +           !!           0  .  .           !
 2006.2!                     * +              !!           .0 .  .           !
 2006.3!                    * +               !!           .0 .  .           !
 2006.4!                 *   +                !!           0  .  .           !
 2007.1!                  *+                  !!           . 0.  .           !
 2007.2!                  * +                 !!           .0 .  .           !
 2007.3!                   +                  !!           .  0  .           !
 2007.4!                *   +                 !!          0.  .  .           !
 2008.1!                 +   *                !!           .  .  .0          !
 2008.2!                 *   +                !!         0 .  .  .           !
 2008.3!             *     +                  !!         0 .  .  .           !
 2008.4!                +                     !!           .  0  .           !
 2009.1!                  +*                  !!           .  .0 .           !
 2009.2!                    + *               !!           .  . 0.           !
 2009.3!                    * +               !!           .0 .  .           !
 2009.4!                     +     *          !!           .  .  .   0       !
 2010.1!                         * +          !!           .0 .  .           !
 2010.2!                         +   *        !!           .  .  . 0         !
 2010.3!                            +        *!!           .  .  .      0    !
 2010.4!                               *  +   !!           0  .  .           !
 2011.1!                            *+        !!           . 0.  .           !
 2011.2!                       *   +          !!          0.  .  .           !
 2011.3!                   *    +             !!         0 .  .  .           !
 2011.4!                     +                !!           .  .0 .           !
 2012.1!                    *  +              !!           .0 .  .           !
 2012.2!                  *   +               !!          0.  .  .           !
 2012.3!                    +                 !!           .  0  .           !
 2012.4!               *     +                !!       0   .  .  .           !


     26.06 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGESA=GEPX$/SAPMM;                                                      
 GENR LAAGESA=LOG(AAGESA+.00001);                                             
 GENR LAGESA=LOG(AGESA+.00001);                                               
 LHS AAGESA=EXP(LAAGESA)-.00001;                                              
  EQ 1317 LAAGESA C LAGESA(-1) PGESA;                                         
EQUATION 970  LAAGESA  
   RHS     C  LAGESA(-1)  PGESA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  970 PLOT=0;END;                                                     

Equation number =  970
**********************

Dependent variable = LAAGESA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.387625859

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.250849092       0.096455233  -2.60068     1.000000
13319 LAGESA  ( -1)       0.798583538       0.043282697  18.45041    -2.386445
13317 PGESA   (  0)      -0.240827917       0.086461460  -2.78538     0.959194

SE of equation            =     0.102818585
Sum of squared residuals  =  1.95575737       0.156510360E-10
Average absolute error    =     0.080902838
Sum of ABS residuals      =  15.2097335    
R squared                 =   0.73759
Durbin-Watson statistic   =   2.15830
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                   +             *    !!         .    .    .         0
 1966.2!                             *  +     !!         . 0  .    .         !
 1966.3!                  *         +         !!   0     .    .    .         !
 1966.4!                   +        *         !!         .    .    .   0     !
 1967.1!                            +      *  !!         .    .    . 0       !
 1967.2!                             *   +    !!         . 0  .    .         !
 1967.3!                       *    +         !!        0.    .    .         !
 1967.4!                       +    *         !!         .    .   0.         !
 1968.1!                           +          !!         .   0.    .         !
 1968.2!                      *   +           !!         .0   .    .         !
 1968.3!                       +        *     !!         .    .    .   0     !
 1968.4!                              +    *  !!         .    .    0         !
 1969.1!                               * +    !!         .  0 .    .         !
 1969.2!                           *  +       !!         . 0  .    .         !
 1969.3!                           +    *     !!         .    .    0         !
 1969.4!                               +    * !!         .    .    .0        !
 1970.1!                                  +  *!!         .    .   0.         !
 1970.2!                                   +  !!         .    .0   .         !
 1970.3!                                *+    !!         .   0.    .         !
 1970.4!                         *     +      !!        0.    .    .         !
 1971.1!              *          +            !!   0     .    .    .         !
 1971.2!                +     *               !!         .    .    .0        !
 1971.3!                     *+               !!         .   0.    .         !
 1971.4!                *     +               !!        0.    .    .         !
 1972.1!                *+                    !!         .  0 .    .         !
 1972.2!                 +   *                !!         .    .   0.         !
 1972.3!                      +  *            !!         .    .  0 .         !
 1972.4!            *            +            !! 0       .    .    .         !
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 1973.2!          *+                          !!         .   0.    .         !
 1973.3!      *  +                            !!         .0   .    .         !
 1973.4!       + *                            !!         .    . 0  .         !
 1974.1!          +          *                !!         .    .    .     0   !
 1974.2!                     +  *             !!         .    .  0 .         !
 1974.3!                        +             !!         .    0    .         !
 1974.4!                        +   *         !!         .    .   0.         !
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 1975.2!                         +     *      !!         .    .    . 0       !
 1975.3!                            * +       !!         .  0 .    .         !
 1975.4!                           +  *       !!         .    .  0 .         !
 1976.1!                            +         !!         .    0    .         !
 1976.2!                          +       *   !!         .    .    .   0     !
 1976.3!                               + *    !!         .    . 0  .         !
 1976.4!                              +       *!         .    .    .   0     !
 1977.1!                               *  +   !!         . 0  .    .         !
 1977.2!                            +        *!!         .    .    .   0     !
 1977.3!                                *+    !!         .   0.    .         !
 1977.4!                             +       *!!         .    .    .  0      !
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 1978.2!                          * +         !!         .  0 .    .         !
 1978.3!                         +    *       !!         .    .    0         !
 1978.4!                           +*         !!         .    .0   .         !
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 1979.2!                         *      +     !!       0 .    .    .         !
 1979.3!                        +    *        !!         .    .    .0        !
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 1980.1!                         + *          !!         .    . 0  .         !
 1980.2!                         *+           !!         .   0.    .         !
 1980.3!                        +             !!         .    0    .         !
 1980.4!                    *   +             !!         0    .    .         !
 1981.1!                     +      *         !!         .    .    . 0       !
 1981.2!                         *  +         !!         . 0  .    .         !
 1981.3!                          + *         !!         .    . 0  .         !
 1981.4!                            +    *    !!         .    .    .0        !
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 1982.3!                                *  +  !!         . 0  .    .         !
 1982.4!                               +*     !!         .    .0   .         !
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 1983.2!                          * +         !!         .  0 .    .         !
 1983.3!                          +  *        !!         .    .  0 .         !
 1983.4!                          *  +        !!         .0   .    .         !
 1984.1!                          +*          !!         .    .0   .         !
 1984.2!                            +         !!         .    0    .         !
 1984.3!                   *        +         !!    0    .    .    .         !
 1984.4!                     +   *            !!         .    .   0.         !
 1985.1!                          +           !!         .   0.    .         !
 1985.2!                          +*          !!         .    0    .         !
 1985.3!                         * +          !!         .  0 .    .         !
 1985.4!                         +*           !!         .    .0   .         !
 1986.1!                     *   +            !!         0    .    .         !
 1986.2!               *     +                !!        0.    .    .         !
 1986.3!                +   *                 !!         .    .   0.         !
 1986.4!               *    +                 !!         0    .    .         !
 1987.1!         *     +                      !!       0 .    .    .         !
 1987.2!        * +                           !!         .  0 .    .         !
 1987.3!    *      +                          !!       0 .    .    .         !
 1987.4!    * +                               !!         .  0 .    .         !
 1988.1!  *    +                              !!         0    .    .         !
 1988.2!     + *                              !!         .    . 0  .         !
 1988.3!          +     *                     !!         .    .    .0        !
 1988.4!             *   +                    !!         .0   .    .         !
 1989.1!            * +                       !!         . 0  .    .         !
 1989.2!            * +                       !!         .   0.    .         !
 1989.3!           *  +                       !!         . 0  .    .         !
 1989.4!       *     +                        !!        0.    .    .         !
 1990.1!         +     *                      !!         .    .    .0        !
 1990.2!    *           +                     !!  0      .    .    .         !
 1990.3!      +                               !!         .    0    .         !
 1990.4!        +  *                          !!         .    .  0 .         !
 1991.1!        *   +                         !!         .0   .    .         !
 1991.2!          + *                         !!         .    . 0  .         !
 1991.3!             +       *                !!         .    .    .  0      !
 1991.4!              *     +                 !!       0 .    .    .         !
 1992.1!             * +                      !!         .   0.    .         !
 1992.2!              +*                      !!         .    .0   .         !
 1992.3!              *+                      !!         .   0.    .         !
 1992.4!         *    +                       !!         0    .    .         !
 1993.1!        * +                           !!         .  0 .    .         !
 1993.2!        *+                            !!         .    0    .         !
 1993.3!      *   +                           !!         .0   .    .         !
 1993.4!        +        *                    !!         .    .    .    0    !
 1994.1!                 +*                   !!         .    .0   .         !
 1994.2!                  +      *            !!         .    .    . 0       !
 1994.3!                *     +               !!        0.    .    .         !
 1994.4!                + *                   !!         .    . 0  .         !
 1995.1!                 +   *                !!         .    .   0.         !
 1995.2!           *       +                  !!      0  .    .    .         !
 1995.3!           +                          !!         .    0    .         !
 1995.4!         * +                          !!         .  0 .    .         !
 1996.1!         +    *                       !!         .    .    0         !
 1996.2!              +                       !!         .    0    .         !
 1996.3!            * +                       !!         .   0.    .         !
 1996.4!        *    +                        !!         0    .    .         !
 1997.1!  *       +                           !!     0   .    .    .         !
 1997.2!     +                                !!         .    0    .         !
 1997.3!  *     +                             !!         0    .    .         !
 1997.4*     +                                !!       0 .    .    .         !
 1998.1!   +*                                 !!         .    .0   .         !
 1998.2!    * +                               !!         .  0 .    .         !
 1998.3!     *+                               !!         .   0.    .         !
 1998.4!   *  +                               !!         .0   .    .         !
 1999.1!     +   *                            !!         .    .  0 .         !
 1999.2!          + *                         !!         .    . 0  .         !
 1999.3!             +                        !!         .    0    .         !
 1999.4!              +                       !!         .   0.    .         !
 2000.1!            *  +                      !!         . 0  .    .         !
 2000.2!              +         *             !!         .    .    .    0    !
 2000.3!                   *   +              !!         .0   .    .         !
 2000.4!                   *+                 !!         .   0.    .         !
 2001.1!                   + *                !!         .    . 0  .         !
 2001.2!                 *   +                !!         .0   .    .         !
 2001.3!                  +*                  !!         .    . 0  .         !
 2001.4!                   +  *               !!         .    .  0 .         !
 2002.1!                     + *              !!         .    . 0  .         !
 2002.2!                      +  *            !!         .    .  0 .         !
 2002.3!                   *   +              !!         0    .    .         !
 2002.4!                  +    *              !!         .    .   0.         !
 2003.1!                     +*               !!         .    .0   .         !
 2003.2!                    +*                !!         .    .0   .         !
 2003.3!                   +  *               !!         .    . 0  .         !
 2003.4!               *    +                 !!         .0   .    .         !
 2004.1!              +  *                    !!         .    .  0 .         !
 2004.2!               *+                     !!         .   0.    .         !
 2004.3!              +  *                    !!         .    .  0 .         !
 2004.4!                +  *                  !!         .    .  0 .         !
 2005.1!                 +         *          !!         .    .    .    0    !
 2005.2!                       *+             !!         .   0.    .         !
 2005.3!                      +*              !!         .    . 0  .         !
 2005.4!                     *+               !!         .   0.    .         !
 2006.1!                    + *               !!         .    .  0 .         !
 2006.2!                *    +                !!         0    .    .         !
 2006.3!               + *                    !!         .    .0   .         !
 2006.4!                +      *              !!         .    .    .  0      !
 2007.1!                     +  *             !!         .    . 0  .         !
 2007.2!                  *  +                !!         . 0  .    .         !
 2007.3!                 +  *                 !!         .    .  0 .         !
 2007.4!                * +                   !!         .  0 .    .         !
 2008.1!               +                      !!         .    0    .         !
 2008.2!             *+                       !!         .  0 .    .         !
 2008.3!    *        +                        !!    0    .    .    .         !
 2008.4!      +     *                         !!         .    .    .0        !
 2009.1!            +   *                     !!         .    .    0         !
 2009.2!               *+                     !!         .   0.    .         !
 2009.3!             *+                       !!         .   0.    .         !
 2009.4!             +  *                     !!         .    .  0 .         !
 2010.1!          *    +                      !!         0    .    .         !
 2010.2!            + *                       !!         .    .  0 .         !
 2010.3!             * +                      !!         .  0 .    .         !
 2010.4!             +                        !!         .    0    .         !
 2011.1!              +*                      !!         .    . 0  .         !
 2011.2!           *   +                      !!         0    .    .         !
 2011.3!        *   +                         !!         .0   .    .         !
 2011.4!          +      *                    !!         .    .    . 0       !
 2012.1!               * +                    !!         .  0 .    .         !
 2012.2!           *    +                     !!         0    .    .         !
 2012.3!         *   +                        !!         .0   .    .         !
 2012.4!      *   +                           !!         0    .    .         !


     29.26 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITSA=ITPX$/SAPMM;                                                      
 GENR LAAITSA=LOG(AAITSA+.00001);                                             
 GENR LAITSA=LOG(AITSA+.00001);                                               
 LHS AAITSA=EXP(LAAITSA)-.00001;                                              
  EQ 1318 LAAITSA C LAITSA(-1) PITSA;                                         
EQUATION 971  LAAITSA  
   RHS     C  LAITSA(-1)  PITSA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  971 PLOT=0;END;                                                     

Equation number =  971
**********************

Dependent variable = LAAITSA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.662406342

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.272103325       0.077384665  -3.51624     1.000000
13322 LAITSA  ( -1)       0.739723764       0.048422474  15.27646    -2.658589
13320 PITSA   (  0)      -0.502744006       0.112489274  -4.46926     0.842738

SE of equation            =     0.136967232
Sum of squared residuals  =  3.47060417      -0.518229903E-11
Average absolute error    =     0.107318732
Sum of ABS residuals      =  20.1759217    
R squared                 =   0.84859
Durbin-Watson statistic   =   2.29669
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!               *           +          !!0         .   .   .          !
 1966.2!                  +*                  !!          .   .0  .          !
 1966.3!                    +      *          !!          .   .   .   0      !
 1966.4!                   *       +          !!    0     .   .   .          !
 1967.1!                    +*                !!          .   .0  .          !
 1967.2!                     + *              !!          .   . 0 .          !
 1967.3!                       +              !!          .   0   .          !
 1967.4!                       +  *           !!          .   .   0          !
 1968.1!                   *     +            !!       0  .   .   .          !
 1968.2!                    +   *             !!          .   .   0          !
 1968.3!                     *  +             !!          0   .   .          !
 1968.4!            *        +                !!   0      .   .   .          !
 1969.1!               +      *               !!          .   .   .    0     !
 1969.2!                    *  +              !!          .0  .   .          !
 1969.3!                     + *              !!          .   . 0 .          !
 1969.4!                  *    +              !!        0 .   .   .          !
 1970.1!                    + *               !!          .   .  0.          !
 1970.2!                       +              !!          .  0.   .          !
 1970.3!                       +*             !!          .   .0  .          !
 1970.4!                     *   +            !!          0   .   .          !
 1971.1!                    * +               !!          .0  .   .          !
 1971.2!                      +      *        !!          .   .   .    0     !
 1971.3!                      *     +         !!       0  .   .   .          !
 1971.4!                       +   *          !!          .   .   0          !
 1972.1!                      *    +          !!        0 .   .   .          !
 1972.2!                       +*             !!          .   .0  .          !
 1972.3!                      *  +            !!          .0  .   .          !
 1972.4!                   *    +             !!        0 .   .   .          !
 1973.1!         *           +                !0          .   .   .          !
 1973.2!             +    *                   !!          .   .   . 0        !
 1973.3!               *   +                  !!         0.   .   .          !
 1973.4!                +   *                 !!          .   .   .0         !
 1974.1!                     +                !!          .   0   .          !
 1974.2!                   *  +               !!          0   .   .          !
 1974.3!                *    +                !!        0 .   .   .          !
 1974.4!            *     +                   !!      0   .   .   .          !
 1975.1!               +      *               !!          .   .   .   0      !
 1975.2!                 *     +              !!       0  .   .   .          !
 1975.3!                   +   *              !!          .   .   0          !
 1975.4!                        +  *          !!          .   .   0          !
 1976.1!                           +          !!          .   0   .          !
 1976.2!                     *     +          !!       0  .   .   .          !
 1976.3!                      +   *           !!          .   .   0          !
 1976.4!                         +       *    !!          .   .   .    0     !
 1977.1!                              +  *    !!          .   .  0.          !
 1977.2!                             *+       !!          .  0.   .          !
 1977.3!                            + *       !!          .   .  0.          !
 1977.4!                             +*       !!          .   .0  .          !
 1978.1!                             +        !!          .   0   .          !
 1978.2!                            +    *    !!          .   .   . 0        !
 1978.3!                               +      !!          .   .0  .          !
 1978.4!                              +  *    !!          .   .   0          !
 1979.1!                               +      !!          .   .0  .          !
 1979.2!                              +      *!!          .   .   .    0     !
 1979.3!                                  +   !!          .   0   .          !
 1979.4!                              *+      !!          .  0.   .          !
 1980.1!                             +*       !!          .   . 0 .          !
 1980.2!                            +    *    !!          .   .   . 0        !
 1980.3!                               + *    !!          .   . 0 .          !
 1980.4!                           *   +      !!          0   .   .          !
 1981.1!                           +          !!          .   0   .          !
 1981.2!                           +  *       !!          .   .   0          !
 1981.3!                             +   *    !!          .   .   .0         !
 1981.4!                             * +      !!          . 0 .   .          !
 1982.1!                            +*        !!          .   .0  .          !
 1982.2!                            +         !!          .   0   .          !
 1982.3!                           + *        !!          .   . 0 .          !
 1982.4!                            +         !!          .   0   .          !
 1983.1!                           +      *   !!          .   .   .   0      !
 1983.2!                                +    *!!          .   .   . 0        !
 1983.3!                                * +   !!          . 0 .   .          !
 1983.4!                               +   *  !!          .   .   . 0        !
 1984.1!                                 +    *!          .   .   . 0        !
 1984.2!                               *   +  !!         0.   .   .          !
 1984.3!                              +   *   !!          .   .   . 0        !
 1984.4!                                 +*   !!          .   . 0 .          !
 1985.1!                                +     *!          .   .   .  0       !
 1985.2!                                  *+  !!          .  0.   .          !
 1985.3!                              * +     !!          .0  .   .          !
 1985.4!                             +  *     !!          .   .  0.          !
 1986.1!                              +       !!          .   0   .          !
 1986.2!                             +*       !!          .   .0  .          !
 1986.3!                           *+         !!          .   0   .          !
 1986.4!                          + *         !!          .   .  0.          !
 1987.1!                          +           !!          .   0   .          !
 1987.2!                        *+            !!          . 0 .   .          !
 1987.3!                        +   *         !!          .   .   . 0        !
 1987.4!                      *   +           !!         0.   .   .          !
 1988.1!                     *+               !!          .  0.   .          !
 1988.2!                      +      *        !!          .   .   .    0     !
 1988.3!                        *  +          !!         0.   .   .          !
 1988.4!                       +   *          !!          .   .   .0         !
 1989.1!                     *    +           !!        0 .   .   .          !
 1989.2!                     +  *             !!          .   .   0          !
 1989.3!                        +*            !!          .   . 0 .          !
 1989.4!                        +             !!          .   0   .          !
 1990.1!                    *  +              !!          .0  .   .          !
 1990.2!                 *  +                 !!          0   .   .          !
 1990.3!              *  +                    !!          .0  .   .          !
 1990.4!             * +                      !!          .0  .   .          !
 1991.1!              + *                     !!          .   .  0.          !
 1991.2!                *+                    !!          .  0.   .          !
 1991.3!                 +  *                 !!          .   .   0          !
 1991.4!                   *+                 !!          .  0.   .          !
 1992.1!                   +  *               !!          .   .   0          !
 1992.2!                  *  +                !!          0   .   .          !
 1992.3!                  +*                  !!          .   .0  .          !
 1992.4!                   +  *               !!          .   .  0.          !
 1993.1!                      +   *           !!          .   .   .0         !
 1993.2!                       *+             !!          . 0 .   .          !
 1993.3!                       +*             !!          .   . 0 .          !
 1993.4!                        + *           !!          .   . 0 .          !
 1994.1!                       * +            !!          .0  .   .          !
 1994.2!                      *+              !!          .  0.   .          !
 1994.3!                     *+               !!          .  0.   .          !
 1994.4!                   *  +               !!          0   .   .          !
 1995.1!                    +                 !!          .   0   .          !
 1995.2!                  *  +                !!          0   .   .          !
 1995.3!                   +  *               !!          .   .  0.          !
 1995.4!                   * +                !!          . 0 .   .          !
 1996.1!                   +*                 !!          .   .0  .          !
 1996.2!                   + *                !!          .   . 0 .          !
 1996.3!                   *+                 !!          . 0 .   .          !
 1996.4!                   +                  !!          .   0   .          !
 1997.1!                * +                   !!          .0  .   .          !
 1997.2!                 +*                   !!          .   . 0 .          !
 1997.3!               *  +                   !!          0   .   .          !
 1997.4!           *    +                     !!       0  .   .   .          !
 1998.1!         *   +                        !!          0   .   .          !
 1998.2!          *+                          !!          .  0.   .          !
 1998.3!           +   *                      !!          .   .   0          !
 1998.4!          *   +                       !!        0 .   .   .          !
 1999.1!        *  +                          !!          0   .   .          !
 1999.2!          +   *                       !!          .   .   .0         !
 1999.3!            * +                       !!          .0  .   .          !
 1999.4!            *+                        !!          .  0.   .          !
 2000.1!             *+                       !!          .  0.   .          !
 2000.2!               +                      !!          .   .0  .          !
 2000.3!               *+                     !!          .  0.   .          !
 2000.4!              * +                     !!          .0  .   .          !
 2001.1!              *+                      !!          .  0.   .          !
 2001.2!            *  +                      !!          0   .   .          !
 2001.3!              +                       !!          .   0   .          !
 2001.4!              +    *                  !!          .   .   .0         !
 2002.1!                 *+                   !!          .  0.   .          !
 2002.2!             *  +                     !!          .0  .   .          !
 2002.3!           * +                        !!          .0  .   .          !
 2002.4!            +                         !!          .   0   .          !
 2003.1!           *+                         !!          .  0.   .          !
 2003.2!        *  +                          !!          .0  .   .          !
 2003.3!         +*                           !!          .   .0  .          !
 2003.4!          + *                         !!          .   . 0 .          !
 2004.1!        *  +                          !!          0   .   .          !
 2004.2!        +                             !!          .   0   .          !
 2004.3!        +                             !!          .  0.   .          !
 2004.4!     *  +                             !!          .0  .   .          !
 2005.1!     +  *                             !!          .   .   0          !
 2005.2!        +  *                          !!          .   .   0          !
 2005.3!        *  +                          !!          0   .   .          !
 2005.4!   *    +                             !!        0 .   .   .          !
 2006.1!    + *                               !!          .   .0  .          !
 2006.2!      +    *                          !!          .   .   .0         !
 2006.3!         +*                           !!          .   .0  .          !
 2006.4!         +     *                      !!          .   .   .  0       !
 2007.1!            +                         !!          .   0   .          !
 2007.2!         + *                          !!          .   . 0 .          !
 2007.3!         +  *                         !!          .   .  0.          !
 2007.4!      *  +                            !!          0   .   .          !
 2008.1!    +      *                          !!          .   .   .    0     !
 2008.2!        *+                            !!          .   0   .          !
 2008.3!    * +                               !!          . 0 .   .          !
 2008.4!    +*                                !!          .   .0  .          !
 2009.1!    +   *                             !!          .   .   .0         !
 2009.2! *    +                               !!        0 .   .   .          !
 2009.3!*+                                    !!          .  0.   .          !
 2009.4!+*                                    !!          .   . 0 .          !
 2010.1!*+                                    !!          . 0 .   .          !
 2010.2!*+                                    !!          . 0 .   .          !
 2010.3* +                                    !!          . 0 .   .          !
 2010.4!+  *                                  !!          .   .   0          !
 2011.1!    +   *                             !!          .   .   0          !
 2011.2!         +*                           !!          .   .0  .          !
 2011.3!         *+                           !!          .  0.   .          !
 2011.4!       *  +                           !!          .0  .   .          !
 2012.1!     *  +                             !!          .0  .   .          !
 2012.2!  *    +                              !!        0 .   .   .          !
 2012.3!  *  +                                !!          0   .   .          !
 2012.4!    +   *                             !!          .   .   .0         !


     29.26 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNESA=NEPX$/SAPMM;                                                      
 GENR LAANESA=LOG(AANESA+.00001);                                             
 GENR LANESA=LOG(ANESA+.00001);                                               
 LHS AANESA=EXP(LAANESA)-.00001;                                              
  EQ 1319 LAANESA C LANESA(-1) PNESA;                                         
EQUATION 972  LAANESA  
   RHS     C  LANESA(-1)  PNESA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  972 PLOT=0;END;                                                     

Equation number =  972
**********************

Dependent variable = LAANESA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.679621677

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.783658279       0.246993431  -3.17279     1.000000
13325 LANESA  ( -1)       0.777827022       0.045496967  17.09624    -3.676813
13323 PNESA   (  0)      -0.033245607       0.161437160  -0.20594     1.084021

SE of equation            =     0.158788010
Sum of squared residuals  =  4.66452197      -0.735189687E-11
Average absolute error    =     0.121326674
Sum of ABS residuals      =  22.8094148    
R squared                 =   0.61256
Durbin-Watson statistic   =   2.50354
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                           +     *    !!         .    .    .0        !
 1966.2!                            * +       !!         .   0.    .         !
 1966.3!                          +           !!         .    .0   .         !
 1966.4!                        +     *       !!         .    .    .0        !
 1967.1!                     *     +          !!       0 .    .    .         !
 1967.2!                    +        *        !!         .    .    .   0     !
 1967.3!                          +       *   !!         .    .    .   0     !
 1967.4!                              +     * !!         .    .    .0        !
 1968.1!                         *      +     !!       0 .    .    .         !
 1968.2!                       +     *        !!         .    .    .0        !
 1968.3!                       *  +           !!         . 0  .    .         !
 1968.4!            *         +               !!   0     .    .    .         !
 1969.1!             +                        !!         .    0    .         !
 1969.2!              +     *                 !!         .    .    .0        !
 1969.3!                   +   *              !!         .    .   0.         !
 1969.4!                    * +               !!         .  0 .    .         !
 1970.1!                   +     *            !!         .    .    .0        !
 1970.2!                       +              !!         .   0.    .         !
 1970.3!                      +         *     !!         .    .    .      0  !
 1970.4!                             +     *  !!         .    .    .0        !
 1971.1!                               +      *!         .    .    .  0      !
 1971.2!                                  +   !!         .    .0   .         !
 1971.3!                               +     *!!         .    .    . 0       !
 1971.4!                            *    +    !!         0    .    .         !
 1972.1!                          +      *    !!         .    .    .  0      !
 1972.2!                              +       !!         .    .0   .         !
 1972.3!                      *    +          !!        0.    .    .         !
 1972.4!                   * +                !!         . 0  .    .         !
 1973.1!                   +         *        !!         .    .    .      0  !
 1973.2!                        *  +          !!         . 0  .    .         !
 1973.3!              *        +              !!     0   .    .    .         !
 1973.4!               +           *          !!         .    .    .        0!
 1974.1!                   *     +            !!        0.    .    .         !
 1974.2!                   +       *          !!         .    .    .   0     !
 1974.3!                         +  *         !!         .    .   0.         !
 1974.4!                          +  *        !!         .    .  0 .         !
 1975.1!               *          +           !!  0      .    .    .         !
 1975.2!                +    *                !!         .    .    0         !
 1975.3!      *             +                 !0         .    .    .         !
 1975.4!        *+                            !!         .    0    .         !
 1976.1!          +                           !!         .    0    .         !
 1976.2!            +    *                    !!         .    .    .0        !
 1976.3!               * +                    !!         .  0 .    .         !
 1976.4!               + *                    !!         .    .0   .         !
 1977.1!        *        +                    !!     0   .    .    .         !
 1977.2!          +  *                        !!         .    .  0 .         !
 1977.3!             + *                      !!         .    .0   .         !
 1977.4!         *     +                      !!       0 .    .    .         !
 1978.1!           +          *               !!         .    .    .      0  !
 1978.2!                     +                !!         .    .0   .         !
 1978.3!                    +           *     !!         .    .    .       0 !
 1978.4!                      *     +         !!       0 .    .    .         !
 1979.1!                     + *              !!         .    . 0  .         !
 1979.2!                   * +                !!         . 0  .    .         !
 1979.3!                  +             *     !!         .    .    .         0
 1979.4!                         *   +        !!         .0   .    .         !
 1980.1!                       +  *           !!         .    .  0 .         !
 1980.2!                        +   *         !!         .    .    0         !
 1980.3!                          +    *      !!         .    .    .0        !
 1980.4!                            +*        !!         .    .0   .         !
 1981.1!                          +       *   !!         .    .    .  0      !
 1981.2!                      *       +       !!      0  .    .    .         !
 1981.3!                     +*               !!         .    0    .         !
 1981.4!                  *  +                !!         . 0  .    .         !
 1982.1!                 *+                   !!         .   0.    .         !
 1982.2!                 + *                  !!         .    .  0 .         !
 1982.3!             *     +                  !!        0.    .    .         !
 1982.4!             *+                       !!         .   0.    .         !
 1983.1!              +*                      !!         .    .0   .         !
 1983.2!               + *                    !!         .    . 0  .         !
 1983.3!           *     +                    !!       0 .    .    .         !
 1983.4!            +    *                    !!         .    .    0         !
 1984.1!                 +*                   !!         .    .0   .         !
 1984.2!                 *+                   !!         .   0.    .         !
 1984.3!         *       +                    !!     0   .    .    .         !
 1984.4!           +       *                  !!         .    .    .   0     !
 1985.1!              *    +                  !!         0    .    .         !
 1985.2!               + *                    !!         .    . 0  .         !
 1985.3!            *    +                    !!         0    .    .         !
 1985.4!       *     +                        !!        0.    .    .         !
 1986.1!          +     *                     !!         .    .    . 0       !
 1986.2!           *    +                     !!        0.    .    .         !
 1986.3!            +  *                      !!         .    .  0 .         !
 1986.4!              *+                      !!         .   0.    .         !
 1987.1!       *       +                      !!      0  .    .    .         !
 1987.2!          +  *                        !!         .    .  0 .         !
 1987.3!              +     *                 !!         .    .    . 0       !
 1987.4!              *     +                 !!        0.    .    .         !
 1988.1!               +  *                   !!         .    .   0.         !
 1988.2!                  +  *                !!         .    .  0 .         !
 1988.3!                  * +                 !!         .  0 .    .         !
 1988.4!           *      +                   !!      0  .    .    .         !
 1989.1!           *+                         !!         .  0 .    .         !
 1989.2!            *+                        !!         .   0.    .         !
 1989.3!          *  +                        !!         .0   .    .         !
 1989.4!        *  +                          !!         .0   .    .         !
 1990.1!          +                           !!         .    0    .         !
 1990.2!      *     +                         !!        0.    .    .         !
 1990.3!         +   *                        !!         .    .    0         !
 1990.4!       *      +                       !!       0 .    .    .         !
 1991.1!          +*                          !!         .    . 0  .         !
 1991.2!          * +                         !!         .  0 .    .         !
 1991.3!       *    +                         !!         0    .    .         !
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 1992.1!          +*                          !!         .    . 0  .         !
 1992.2!       *     +                        !!        0.    .    .         !
 1992.3!         +   *                        !!         .    .   0.         !
 1992.4!            * +                       !!         .   0.    .         !
 1993.1!              +*                      !!         .    . 0  .         !
 1993.2!              * +                     !!         .  0 .    .         !
 1993.3!               +                      !!         .    0    .         !
 1993.4!             *  +                     !!         . 0  .    .         !
 1994.1!              +                       !!         .    0    .         !
 1994.2!              *+                      !!         .   0.    .         !
 1994.3!            *  +                      !!         .0   .    .         !
 1994.4!           * +                        !!         .  0 .    .         !
 1995.1!          *  +                        !!         . 0  .    .         !
 1995.2!           + *                        !!         .    .0   .         !
 1995.3!             *+                       !!         .   0.    .         !
 1995.4!            * +                       !!         .   0.    .         !
 1996.1!         *    +                       !!         0    .    .         !
 1996.2!           +                          !!         .    0    .         !
 1996.3!          * +                         !!         .  0 .    .         !
 1996.4!     *      +                         !!       0 .    .    .         !
 1997.1!        +    *                        !!         .    .    .0        !
 1997.2!             *+                       !!         .   0.    .         !
 1997.3!      *       +                       !!     0   .    .    .         !
 1997.4!  *      +                            !!      0  .    .    .         !
 1998.1!     +*                               !!         .    .0   .         !
 1998.2!      *  +                            !!         . 0  .    .         !
 1998.3!     *   +                            !!         .0   .    .         !
 1998.4*        +                             !!    0    .    .    .         !
 1999.1!   +       *                          !!         .    .    .  0      !
 1999.2!            +                         !!         .    0    .         !
 1999.3!            *+                        !!         .   0.    .         !
 1999.4!         *    +                       !!         0    .    .         !
 2000.1!           +   *                      !!         .    .   0.         !
 2000.2!               *+                     !!         .    0    .         !
 2000.3!             *  +                     !!         . 0  .    .         !
 2000.4!            * +                       !!         .  0 .    .         !
 2001.1!             +  *                     !!         .    . 0  .         !
 2001.2!                + *                   !!         .    . 0  .         !
 2001.3!                  +*                  !!         .    .0   .         !
 2001.4!                 * +                  !!         .   0.    .         !
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 2002.2!                  * +                 !!         .  0 .    .         !
 2002.3!                  +*                  !!         .    .0   .         !
 2002.4!                   +*                 !!         .    .0   .         !
 2003.1!                  *+                  !!         .   0.    .         !
 2003.2!                  +                   !!         .    0    .         !
 2003.3!                  +*                  !!         .    .0   .         !
 2003.4!                   +   *              !!         .    .    0         !
 2004.1!                    * +               !!         .  0 .    .         !
 2004.2!                    +  *              !!         .    .  0 .         !
 2004.3!                     +                !!         .    0    .         !
 2004.4!                    +    *            !!         .    .    0         !
 2005.1!                       +              !!         .   0.    .         !
 2005.2!                      +*              !!         .    . 0  .         !
 2005.3!                      + *             !!         .    . 0  .         !
 2005.4!                     *+               !!         .  0 .    .         !
 2006.1!                    +        *        !!         .    .    .   0     !
 2006.2!                          +*          !!         .    .0   .         !
 2006.3!                       * +            !!         .  0 .    .         !
 2006.4!                     *+               !!         .   0.    .         !
 2007.1!                    + *               !!         .    . 0  .         !
 2007.2!                    *+                !!         .  0 .    .         !
 2007.3!                   +                  !!         .    0    .         !
 2007.4!                  *+                  !!         .   0.    .         !
 2008.1!                  +                   !!         .    0    .         !
 2008.2!               *  +                   !!         . 0  .    .         !
 2008.3!              * +                     !!         .  0 .    .         !
 2008.4!               +                      !!         .    0    .         !
 2009.1!                +       *             !!         .    .    .   0     !
 2009.2!                      *+              !!         .   0.    .         !
 2009.3!                    *+                !!         .    0    .         !
 2009.4!                   *+                 !!         .   0.    .         !
 2010.1!                   + *                !!         .    . 0  .         !
 2010.2!               *    +                 !!        0.    .    .         !
 2010.3!               + *                    !!         .    . 0  .         !
 2010.4!               * +                    !!         . 0  .    .         !
 2011.1!               +                      !!         .    0    .         !
 2011.2!          *     +                     !!        0.    .    .         !
 2011.3!            +*                        !!         .    .0   .         !
 2011.4!              + *                     !!         .    . 0  .         !
 2012.1!           *    +                     !!         0    .    .         !
 2012.2!            *+                        !!         .   0.    .         !
 2012.3!             +   *                    !!         .    .    0         !
 2012.4!              *  +                    !!         . 0  .    .         !


     33.51 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTSA=STPX$/SAPMM;                                                      
 GENR LAASTSA=LOG(AASTSA+.00001);                                             
 GENR LASTSA=LOG(ASTSA+.00001);                                               
 LHS AASTSA=EXP(LAASTSA)-.00001;                                              
  EQ 1320 LAASTSA C LASTSA(-1) PSTSA;                                         
EQUATION 973  LAASTSA  
   RHS     C  LASTSA(-1)  PSTSA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  973 PLOT=0;END;                                                     

Equation number =  973
**********************

Dependent variable = LAASTSA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.627763255

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.109418006       0.169064053  -6.56212     1.000000
13328 LASTSA  ( -1)       0.553350272       0.060372373   9.16562    -3.623607
13326 PSTSA   (  0)      -0.591949312       0.106413686  -5.56272     0.867002

SE of equation            =     0.205961685
Sum of squared residuals  =  7.84773991       0.185318427E-11
Average absolute error    =     0.161274724
Sum of ABS residuals      =  30.3196482    
R squared                 =   0.65946
Durbin-Watson statistic   =   2.33619
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                          +*          !!         .    0    .         !
 1966.2!                             +    *   !!         .    .   0.         !
 1966.3!                                 + *  !!         .    . 0  .         !
 1966.4!                                 +  * !!         .    . 0  .         !
 1967.1!                                * +   !!         .   0.    .         !
 1967.2!                               +*     !!         .    0    .         !
 1967.3!                               +     *!!         .    .    0         !
 1967.4!                             *    +   !!         .0   .    .         !
 1968.1!                            * +       !!         .  0 .    .         !
 1968.2!                  *          +        !!     0   .    .    .         !
 1968.3!                    *  +              !!         . 0  .    .         !
 1968.4!                        +             !!         .    0    .         !
 1969.1!                          +      *    !!         .    .    0         !
 1969.2!                             *  +     !!         .  0 .    .         !
 1969.3!                              +      *!!         .    .    .0        !
 1969.4!                               *  +   !!         . 0  .    .         !
 1970.1!                             * +      !!         .   0.    .         !
 1970.2!                            * +       !!         .  0 .    .         !
 1970.3!                             +    *   !!         .    .   0.         !
 1970.4!                              *  +    !!         .  0 .    .         !
 1971.1!                               +  *   !!         .    .  0 .         !
 1971.2!                              * +     !!         .  0 .    .         !
 1971.3!                              +       !!         .    0    .         !
 1971.4!                              +     * !!         .    .    0         !
 1972.1!                      *          +    !!     0   .    .    .         !
 1972.2!                      *   +           !!         . 0  .    .         !
 1972.3!                   *     +            !!         0    .    .         !
 1972.4!              *         +             !!      0  .    .    .         !
 1973.1!                *    +                !!         .0   .    .         !
 1973.2!                   *+                 !!         .   0.    .         !
 1973.3!                     +                !!         .    0    .         !
 1973.4!               *      +               !!        0.    .    .         !
 1974.1!                    +    *            !!         .    .   0.         !
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 1975.2!                    +  *              !!         .    . 0  .         !
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 1976.2!                      +    *          !!         .    .    0         !
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 1977.3!                           + *        !!         .    . 0  .         !
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 1978.3!                       +      *       !!         .    .    .0        !
 1978.4!                     *   +            !!         . 0  .    .         !
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 1980.1!                      +     *         !!         .    .    0         !
 1980.2!                     *     +          !!         .0   .    .         !
 1980.3!                      +     *         !!         .    .    0         !
 1980.4!                        *  +          !!         .  0 .    .         !
 1981.1!                    *     +           !!         0    .    .         !
 1981.2!                     * +              !!         .  0 .    .         !
 1981.3!                        +*            !!         .    .0   .         !
 1981.4!                      *  +            !!         .  0 .    .         !
 1982.1!                       +              !!         .   0.    .         !
 1982.2!                        +*            !!         .    .0   .         !
 1982.3!                          +           !!         .    .0   .         !
 1982.4!                      *   +           !!         . 0  .    .         !
 1983.1!                        +*            !!         .    .0   .         !
 1983.2!                      *  +            !!         . 0  .    .         !
 1983.3!                        +        *    !!         .    .    .  0      !
 1983.4!                         *    +       !!         .0   .    .         !
 1984.1!                       * +            !!         .  0 .    .         !
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 1985.1!                              +  *    !!         .    . 0  .         !
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 1986.3!                        +       *     !!         .    .    .0        !
 1986.4!                           +  *       !!         .    .  0 .         !
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 1987.2!                         +     *      !!         .    .    0         !
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 1987.4!                         *  +         !!         .  0 .    .         !
 1988.1!                       +  *           !!         .    .  0 .         !
 1988.2!                        +      *      !!         .    .    .0        !
 1988.3!                         * +          !!         .   0.    .         !
 1988.4!                       +   *          !!         .    .  0 .         !
 1989.1!                      * +             !!         .  0 .    .         !
 1989.2!                      + *             !!         .    .0   .         !
 1989.3!                       +*             !!         .    .0   .         !
 1989.4!                *      +              !!         0    .    .         !
 1990.1!                  +      *            !!         .    .    .0        !
 1990.2!                      +        *      !!         .    .    . 0       !
 1990.3!                       *+             !!         .  0 .    .         !
 1990.4!           *        +                 !!       0 .    .    .         !
 1991.1!              +                       !!         .    0    .         !
 1991.2!                + *                   !!         .    .0   .         !
 1991.3!                   +         *        !!         .    .    .  0      !
 1991.4!                  *     +             !!         0    .    .         !
 1992.1!                   +  *               !!         .    .  0 .         !
 1992.2!             *       +                !!       0 .    .    .         !
 1992.3!               +          *           !!         .    .    .   0     !
 1992.4!               *      +               !!        0.    .    .         !
 1993.1!                 +        *           !!         .    .    . 0       !
 1993.2!                      +               !!         .    0    .         !
 1993.3!                    +      *          !!         .    .    0         !
 1993.4!                       +              *!         .    .    .      0  !
 1994.1!                          *  +        !!         . 0  .    .         !
 1994.2!                  *   +               !!         . 0  .    .         !
 1994.3!                 +         *          !!         .    .    .  0      !
 1994.4!                      +  *            !!         .    . 0  .         !
 1995.1!                     + *              !!         .    . 0  .         !
 1995.2!                   +               *  !!         .    .    .       0 !
 1995.3!                          +       *   !!         .    .    .0        !
 1995.4!                         +       *    !!         .    .    .0        !
 1996.1!                      *  +            !!         .  0 .    .         !
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 1996.3!                 *+                   !!         .   0.    .         !
 1996.4!            *    +                    !!         .0   .    .         !
 1997.1!               +           *          !!         .    .    .    0    !
 1997.2!                 *     +              !!         0    .    .         !
 1997.3!                  + *                 !!         .    . 0  .         !
 1997.4!   *               +                  !!  0      .    .    .         !
 1998.1!          +      *                    !!         .    .    .0        !
 1998.2!          *      +                    !!         0    .    .         !
 1998.3!             +                        !!         .    0    .         !
 1998.4!*             +                       !!   0     .    .    .         !
 1999.1!       +          *                   !!         .    .    .  0      !
 1999.2!      *          +                    !!     0   .    .    .         !
 1999.3!          +      *                    !!         .    .    .0        !
 1999.4*                 +                    !0         .    .    .         !
 2000.1!        + *                           !!         .    . 0  .         !
 2000.2!              + *                     !!         .    .0   .         !
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 2001.1!         *     +                      !!         0    .    .         !
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 2001.3!              +  *                    !!         .    . 0  .         !
 2001.4!           *    +                     !!         .0   .    .         !
 2002.1!             + *                      !!         .    .0   .         !
 2002.2!              +  *                    !!         .    . 0  .         !
 2002.3!                +     *               !!         .    .    0         !
 2002.4!                   +*                 !!         .    .0   .         !
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 2003.2!               +     *                !!         .    .    0         !
 2003.3!                  +   *               !!         .    .   0.         !
 2003.4!                  + *                 !!         .    . 0  .         !
 2004.1!             *  +                     !!         . 0  .    .         !
 2004.2!            +                         !!         .    0    .         !
 2004.3!            +    *                    !!         .    .   0.         !
 2004.4!            *  +                      !!         .  0 .    .         !
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 2005.2!         * +                          !!         .  0 .    .         !
 2005.3!           +*                         !!         .    .0   .         !
 2005.4!        *    +                        !!         0    .    .         !
 2006.1!        * +                           !!         .  0 .    .         !
 2006.2!       *   +                          !!         . 0  .    .         !
 2006.3!          +                           !!         .    0    .         !
 2006.4!     *      +                         !!         0    .    .         !
 2007.1!         +                            !!         .    0    .         !
 2007.2!       *   +                          !!         . 0  .    .         !
 2007.3!         +*                           !!         .    0    .         !
 2007.4!     *     +                          !!        0.    .    .         !
 2008.1!      *+                              !!         .   0.    .         !
 2008.2!     *  +                             !!         .  0 .    .         !
 2008.3!     *  +                             !!         . 0  .    .         !
 2008.4!   *    +                             !!         .0   .    .         !
 2009.1!    *+                                !!         .   0.    .         !
 2009.2!   * +                                !!         .   0.    .         !
 2009.3!     +     *                          !!         .    .    0         !
 2009.4!         +*                           !!         .    .0   .         !
 2010.1!     *  +                             !!         . 0  .    .         !
 2010.2!  *   +                               !!         .0   .    .         !
 2010.3!    +   *                             !!         .    .  0 .         !
 2010.4!      * +                             !!         .   0.    .         !
 2011.1!     * +                              !!         .   0.    .         !
 2011.2!    * +                               !!         .  0 .    .         !
 2011.3!   * +                                !!         .   0.    .         !
 2011.4!    *+                                !!         .   0.    .         !
 2012.1!     +   *                            !!         .    .  0 .         !
 2012.2!    *    +                            !!         .0   .    .         !
 2012.3!  *   +                               !!         . 0  .    .         !
 2012.4!*   +                                 !!         .0   .    .         !


     31.38 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKSA=UKPX$/SAPMM;                                                      
 GENR LAAUKSA=LOG(AAUKSA+.00001);                                             
 GENR LAUKSA=LOG(AUKSA+.00001);                                               
 LHS AAUKSA=EXP(LAAUKSA)-.00001;                                              
  EQ 1321 LAAUKSA C LAUKSA(-1) PUKSA;                                         
EQUATION 974  LAAUKSA  
   RHS     C  LAUKSA(-1)  PUKSA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  974 PLOT=0;END;                                                     

Equation number =  974
**********************

Dependent variable = LAAUKSA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.392653927

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.050105010       0.108059771   0.46368     1.000000
13331 LAUKSA  ( -1)       0.954894819       0.024640079  38.75372    -2.385263
13329 PUKSA   (  0)      -0.175080841       0.124038443  -1.41150     0.942897

SE of equation            =     0.155875657
Sum of squared residuals  =  4.49498576       0.111466392E-12
Average absolute error    =     0.119061539
Sum of ABS residuals      =  22.3835693    
R squared                 =   0.90928
Durbin-Watson statistic   =   2.34180
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                     +*               !!          .   .0  .          !
 1966.2!                      +   *           !!          .   .   . 0        !
 1966.3!                          +  *        !!          .   .   .0         !
 1966.4!                          *  +        !!          0   .   .          !
 1967.1!                      *   +           !!         0.   .   .          !
 1967.2!                     *+               !!          .  0.   .          !
 1967.3!                    *+                !!          . 0 .   .          !
 1967.4!                    +                 !!          .   0   .          !
 1968.1!                     +  *             !!          .   .   . 0        !
 1968.2!                        +   *         !!          .   .   . 0        !
 1968.3!                            +     *   !!          .   .   .    0     !
 1968.4!                                 +   *!!          .   .   . 0        !
 1969.1!                                     +*!          .   . 0 .          !
 1969.2!                                     +!!          .  0.   .          !
 1969.3!                                 *  + !!         0.   .   .          !
 1969.4!                                +*    !!          .   .0  .          !
 1970.1!                                +*    !!          .   0   .          !
 1970.2!                            *   +     !!        0 .   .   .          !
 1970.3!                           *+         !!          .0  .   .          !
 1970.4!                           +  *       !!          .   .   . 0        !
 1971.1!                              +       !!          .   0   .          !
 1971.2!                              +       !!          .   .0  .          !
 1971.3!                            * +       !!          .0  .   .          !
 1971.4!                            +*        !!          .   .0  .          !
 1972.1!                            *+        !!          .  0.   .          !
 1972.2!                          * +         !!          .0  .   .          !
 1972.3!                         *+           !!          . 0 .   .          !
 1972.4!                         +            !!          .   0   .          !
 1973.1!                     *   +            !!        0 .   .   .          !
 1973.2!                     + *              !!          .   .  0.          !
 1973.3!                      *+              !!          . 0 .   .          !
 1973.4!                    * +               !!          .0  .   .          !
 1974.1!                     +    *           !!          .   .   .   0      !
 1974.2!                          +           !!          .   0   .          !
 1974.3!                        * +           !!          .0  .   .          !
 1974.4!                        +             !!          .  0.   .          !
 1975.1!                      * +             !!          .0  .   .          !
 1975.2!                      +*              !!          .   . 0 .          !
 1975.3!                       *+             !!          . 0 .   .          !
 1975.4!                   *   +              !!        0 .   .   .          !
 1976.1!                   +                  !!          .   0   .          !
 1976.2!                  * +                 !!          .0  .   .          !
 1976.3!                  + *                 !!          .   .  0.          !
 1976.4!                     +                !!          .   .0  .          !
 1977.1!                    * +               !!          . 0 .   .          !
 1977.2!                  * +                 !!          0   .   .          !
 1977.3!                  +*                  !!          .   . 0 .          !
 1977.4!                   *+                 !!          .  0.   .          !
 1978.1!                   +*                 !!          .   . 0 .          !
 1978.2!                    +                 !!          .  0.   .          !
 1978.3!                    +                 !!          .   0   .          !
 1978.4!                    +                 !!          .   .0  .          !
 1979.1!                    +                 !!          .  0.   .          !
 1979.2!                    + *               !!          .   .   0          !
 1979.3!                    * +               !!          .0  .   .          !
 1979.4!                    +                 !!          .   0   .          !
 1980.1!                   +*                 !!          .   .0  .          !
 1980.2!                  *+                  !!          . 0 .   .          !
 1980.3!                 +*                   !!          .   . 0 .          !
 1980.4!                  +                   !!          .   .0  .          !
 1981.1!               *  +                   !!         0.   .   .          !
 1981.2!              + *                     !!          .   . 0 .          !
 1981.3!              * +                     !!          .0  .   .          !
 1981.4!              + *                     !!          .   .  0.          !
 1982.1!             * +                      !!          .0  .   .          !
 1982.2!             +*                       !!          .   .0  .          !
 1982.3!              +*                      !!          .   .0  .          !
 1982.4!               +                      !!          .   0   .          !
 1983.1!               +                      !!          .   .0  .          !
 1983.2!             * +                      !!          .0  .   .          !
 1983.3!             +*                       !!          .   .0  .          !
 1983.4!              +                       !!          .   0   .          !
 1984.1!              +                       !!          .   0   .          !
 1984.2!              +*                      !!          .   .0  .          !
 1984.3!              *+                      !!          . 0 .   .          !
 1984.4!              +*                      !!          .   .0  .          !
 1985.1!               + *                    !!          .   .  0.          !
 1985.2!                *+                    !!          .  0.   .          !
 1985.3!               *+                     !!          .  0.   .          !
 1985.4!               +*                     !!          .   . 0 .          !
 1986.1!                +    *                !!          .   .   .  0       !
 1986.2!                     +     *          !!          .   .   .    0     !
 1986.3!                         *+           !!          . 0 .   .          !
 1986.4!                         +            !!          .   .0  .          !
 1987.1!                         +   *        !!          .   .   . 0        !
 1987.2!                            +         !!          .  0.   .          !
 1987.3!                           +*         !!          .   . 0 .          !
 1987.4!                            +*        !!          .   . 0 .          !
 1988.1!                           *+         !!          . 0 .   .          !
 1988.2!                       *  +           !!         0.   .   .          !
 1988.3!                      +      *        !!          .   .   .     0    !
 1988.4!                            *+        !!          .  0.   .          !
 1989.1!                           +    *     !!          .   .   .  0       !
 1989.2!                           *   +      !!        0 .   .   .          !
 1989.3!                           +      *   !!          .   .   .     0    !
 1989.4!                                 +    !!          .  0.   .          !
 1990.1!                            *   +     !!        0 .   .   .          !
 1990.2!                           +          !!          .   0   .          !
 1990.3!                           +*         !!          .   . 0 .          !
 1990.4!                         * +          !!          .0  .   .          !
 1991.1!                         +  *         !!          .   .   .0         !
 1991.2!                          *+          !!          . 0 .   .          !
 1991.3!                       *  +           !!          0   .   .          !
 1991.4!                      +   *           !!          .   .   .0         !
 1992.1!                      *  +            !!          0   .   .          !
 1992.2!                      +  *            !!          .   .   0          !
 1992.3!                    *   +             !!       0  .   .   .          !
 1992.4!                    +  *              !!          .   .   0          !
 1993.1!                    * +               !!          .0  .   .          !
 1993.2!                    + *               !!          .   .  0.          !
 1993.3!                  *   +               !!         0.   .   .          !
 1993.4!                * +                   !!          .0  .   .          !
 1994.1!                +  *                  !!          .   .   0          !
 1994.2!                  +*                  !!          .   .0  .          !
 1994.3!                  +                   !!          .  0.   .          !
 1994.4!                  +                   !!          .   0   .          !
 1995.1!                 + *                  !!          .   . 0 .          !
 1995.2!                 * +                  !!          .0  .   .          !
 1995.3!                 +  *                 !!          .   .   .0         !
 1995.4!                    + *               !!          .   .   0          !
 1996.1!                     *+               !!          .  0.   .          !
 1996.2!                     +                !!          .   0   .          !
 1996.3!                     +  *             !!          .   .   .0         !
 1996.4!                       +     *        !!          .   .   .   0      !
 1997.1!                          * +         !!          . 0 .   .          !
 1997.2!                          + *         !!          .   .   0          !
 1997.3!                            +   *     !!          .   .   .  0       !
 1997.4!                             * +      !!          .0  .   .          !
 1998.1!                         *  +         !!         0.   .   .          !
 1998.2!                        + *           !!          .   . 0 .          !
 1998.3!                      *  +            !!         0.   .   .          !
 1998.4!                 *    +               !!        0 .   .   .          !
 1999.1!                 +*                   !!          .   . 0 .          !
 1999.2!                 *+                   !!          .  0.   .          !
 1999.3!                *+                    !!          .  0.   .          !
 1999.4!              * +                     !!          . 0 .   .          !
 2000.1!              +   *                   !!          .   .   .0         !
 2000.2!                 +                    !!          .  0.   .          !
 2000.3!                +*                    !!          .   .0  .          !
 2000.4!                 +                    !!          .   0   .          !
 2001.1!                 +                    !!          .   0   .          !
 2001.2!                *+                    !!          .  0.   .          !
 2001.3!               *+                     !!          . 0 .   .          !
 2001.4!            *  +                      !!          0   .   .          !
 2002.1!            +*                        !!          .   .0  .          !
 2002.2!             +*                       !!          .   . 0 .          !
 2002.3!             *+                       !!          .  0.   .          !
 2002.4!          *  +                        !!         0.   .   .          !
 2003.1!          +         *                 !!          .   .   .          0
 2003.2!                 * +                  !!          0   .   .          !
 2003.3!                +                     !!          .   0   .          !
 2003.4!                +                     !!          .   0   .          !
 2004.1!                +                     !!          .   0   .          !
 2004.2!               +*                     !!          .   0   .          !
 2004.3!             * +                      !!          .0  .   .          !
 2004.4!             +*                       !!          .   . 0 .          !
 2005.1!           *  +                       !!         0.   .   .          !
 2005.2!           +*                         !!          .   . 0 .          !
 2005.3!          * +                         !!          .0  .   .          !
 2005.4!          +                           !!          .   0   .          !
 2006.1!         *+                           !!          . 0 .   .          !
 2006.2!         +*                           !!          .   . 0 .          !
 2006.3!        * +                           !!          0   .   .          !
 2006.4!        + *                           !!          .   . 0 .          !
 2007.1!        * +                           !!          .0  .   .          !
 2007.2!        +*                            !!          .   . 0 .          !
 2007.3!        *+                            !!          .0  .   .          !
 2007.4!       *+                             !!          .  0.   .          !
 2008.1!       +                              !!          .   0   .          !
 2008.2!      *+                              !!          . 0 .   .          !
 2008.3!     * +                              !!          .0  .   .          !
 2008.4!      +*                              !!          .   . 0 .          !
 2009.1!       + *                            !!          .   .  0.          !
 2009.2!      *  +                            !!         0.   .   .          !
 2009.3!       + *                            !!          .   .  0.          !
 2009.4!         + *                          !!          .   .  0.          !
 2010.1!      *     +                         !!      0   .   .   .          !
 2010.2!    *  +                              !!          .0  .   .          !
 2010.3!    *+                                !!          .  0.   .          !
 2010.4!  *  +                                !!         0.   .   .          !
 2011.1!  +   *                               !!          .   .   .0         !
 2011.2! *    +                               !!       0  .   .   .          !
 2011.3! *+                                   !!          . 0 .   .          !
 2011.4! +                                    !!          .  0.   .          !
 2012.1! +                                    !!          .   0   .          !
 2012.2! *+                                   !!          . 0 .   .          !
 2012.3!*+                                    !!          . 0 .   .          !
 2012.4*+                                     !!          . 0 .   .          !


     27.66 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFISA=FIPX$/SAPMM;                                                      
 GENR LAAFISA=LOG(AAFISA+.00001);                                             
 GENR LAFISA=LOG(AFISA+.00001);                                               
 LHS AAFISA=EXP(LAAFISA)-.00001;                                              
  EQ 1322 LAAFISA C LAFISA(-1) PFISA;                                         
EQUATION 975  LAAFISA  
   RHS     C  LAFISA(-1)  PFISA  
 SMPL 1973.4 2012.4;                                                          
Sample period is now  1973.4 to  2012.4 Internally:    88 to   244
 OLS;EST  975 PLOT=0;END;                                                     

Equation number =  975
**********************

Dependent variable = LAAFISA 

 1973.4 -   2012.4,    0 missing obs.,  157 obs. used.

Mean of dependent variable       -5.365684089

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.669673346       0.400642334  -1.67150     1.000000
13334 LAFISA  ( -1)       0.811578371       0.046368423  17.50282    -5.369451
13332 PFISA   (  0)      -0.363791280       0.350276347  -1.03858     0.929875

SE of equation            =     0.362749303
Sum of squared residuals  =  20.2644068       0.713207271E-11
Average absolute error    =     0.270167598
Sum of ABS residuals      =  42.4163129    
R squared                 =   0.66821
Durbin-Watson statistic   =   2.65494
SMPL and No. Obs.         = 1973.4   2012.4    157

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.4!             * +                      !!          . 0 .   .          !
 1974.1!            * +                       !!          . 0 .   .          !
 1974.2!              + *                     !!          .   . 0 .          !
 1974.3!      *          +                    !!   0      .   .   .          !
 1974.4!         +       *                    !!          .   .   .   0      !
 1975.1!  *              +                    !0          .   .   .          !
 1975.2! *   +                                !!          0   .   .          !
 1975.3*     +                                !!        0 .   .   .          !
 1975.4!   +      *                           !!          .   .   .  0       !
 1976.1!            +                         !!          .  0.   .          !
 1976.2!      *      +                        !!       0  .   .   .          !
 1976.3!        +       *                     !!          .   .   .  0       !
 1976.4!               *+                     !!          .  0.   .          !
 1977.1!              * +                     !!          . 0 .   .          !
 1977.2!               +      *               !!          .   .   .  0       !
 1977.3!           *         +                !!    0     .   .   .          !
 1977.4!            +     *                   !!          .   .   . 0        !
 1978.1!       *          +                   !!   0      .   .   .          !
 1978.2!          +      *                    !!          .   .   .  0       !
 1978.3!                  +                   !!          .   0   .          !
 1978.4!                   +                  !!          .   0   .          !
 1979.1!                   +  *               !!          .   .  0.          !
 1979.2!                  *   +               !!          0   .   .          !
 1979.3!              *    +                  !!          0   .   .          !
 1979.4!               +                      !!          .   0   .          !
 1980.1!                +*                    !!          .   0   .          !
 1980.2!                 + *                  !!          .   .0  .          !
 1980.3!              *    +                  !!         0.   .   .          !
 1980.4!               +  *                   !!          .   . 0 .          !
 1981.1!                 *+                   !!          . 0 .   .          !
 1981.2!                  + *                 !!          .   .  0.          !
 1981.3!              *     +                 !!        0 .   .   .          !
 1981.4!               + *                    !!          .   . 0 .          !
 1982.1!                 *+                   !!          .  0.   .          !
 1982.2!                  +*                  !!          .   .0  .          !
 1982.3!              *    +                  !!         0.   .   .          !
 1982.4!               +  *                   !!          .   .  0.          !
 1983.1!                 * +                  !!          . 0 .   .          !
 1983.2!                * +                   !!          . 0 .   .          !
 1983.3!                *+                    !!          .  0.   .          !
 1983.4!                 +*                   !!          .   .0  .          !
 1984.1!                 * +                  !!          . 0 .   .          !
 1984.2!                * +                   !!          .  0.   .          !
 1984.3!                 +                    !!          .  0.   .          !
 1984.4!               *  +                   !!          .0  .   .          !
 1985.1!                +   *                 !!          .   .   0          !
 1985.2!                    +                 !!          .   0   .          !
 1985.3!                 *  +                 !!          .0  .   .          !
 1985.4!                  +  *                !!          .   .  0.          !
 1986.1!                    *+                !!          .  0.   .          !
 1986.2!                 *  +                 !!          .0  .   .          !
 1986.3!                  +                   !!          .   .0  .          !
 1986.4!                   +                  !!          .   .0  .          !
 1987.1!                   +                  !!          .  0.   .          !
 1987.2!                   +                  !!          .   0   .          !
 1987.3!                 * +                  !!          . 0 .   .          !
 1987.4!                 +      *             !!          .   .   . 0        !
 1988.1!                 *     +              !!        0 .   .   .          !
 1988.2!                 +      *             !!          .   .   .  0       !
 1988.3!                   *   +              !!          0   .   .          !
 1988.4!                  +*                  !!          .   .0  .          !
 1989.1!                 * +                  !!          . 0 .   .          !
 1989.2!             *   +                    !!          0   .   .          !
 1989.3!             *+                       !!          .  0.   .          !
 1989.4!              + *                     !!          .   . 0 .          !
 1990.1!              * +                     !!          . 0 .   .          !
 1990.2!               + *                    !!          .   .  0.          !
 1990.3!           *     +                    !!         0.   .   .          !
 1990.4!            +      *                  !!          .   .   .  0       !
 1991.1!                *  +                  !!          .0  .   .          !
 1991.2!            *   +                     !!          0   .   .          !
 1991.3!             +  *                     !!          .   .  0.          !
 1991.4!                 + *                  !!          .   . 0 .          !
 1992.1!              *    +                  !!         0.   .   .          !
 1992.2!               +*                     !!          .   .0  .          !
 1992.3!              * +                     !!          . 0 .   .          !
 1992.4!               +  *                   !!          .   .  0.          !
 1993.1!                   +*                 !!          .   .0  .          !
 1993.2!                   *+                 !!          .  0.   .          !
 1993.3!                    +                 !!          .   0   .          !
 1993.4!                    +*                !!          .   .0  .          !
 1994.1!                   * +                !!          . 0 .   .          !
 1994.2!                    + *               !!          .   . 0 .          !
 1994.3!                  *   +               !!          0   .   .          !
 1994.4!                  +                   !!          .   0   .          !
 1995.1!                 *+                   !!          .  0.   .          !
 1995.2!                 +  *                 !!          .   .  0.          !
 1995.3!                   +                  !!          .   0   .          !
 1995.4!                  +    *              !!          .   .   .0         !
 1996.1!                  *   +               !!          0   .   .          !
 1996.2!                  +                   !!          .   .0  .          !
 1996.3!                * +                   !!          . 0 .   .          !
 1996.4!                +  *                  !!          .   .  0.          !
 1997.1!                   +                  !!          .   0   .          !
 1997.2!             *     +                  !!        0 .   .   .          !
 1997.3!              + *                     !!          .   . 0 .          !
 1997.4!                +                     !!          .  0.   .          !
 1998.1!                +    *                !!          .   .   .0         !
 1998.2!                  *  +                !!          .0  .   .          !
 1998.3!                 *+                   !!          .  0.   .          !
 1998.4!                 +*                   !!          .   .0  .          !
 1999.1!                * +                   !!          . 0 .   .          !
 1999.2!                 +                    !!          .   0   .          !
 1999.3!                 +    *               !!          .   .   .0         !
 1999.4!                      +               !!          .   0   .          !
 2000.1!                   *  +               !!          .0  .   .          !
 2000.2!                   +   *              !!          .   .   0          !
 2000.3!                       + *            !!          .   .  0.          !
 2000.4!                        *+            !!          .  0.   .          !
 2001.1!                    *  +              !!          .0  .   .          !
 2001.2!                    +*                !!          .   .0  .          !
 2001.3!                     +     *          !!          .   .   . 0        !
 2001.4!                          +       *   !!          .   .   .   0      !
 2002.1!                              *+      !!          . 0 .   .          !
 2002.2!                            +*        !!          .   .0  .          !
 2002.3!                           +          !!          .   0   .          !
 2002.4!                          +       *   !!          .   .   .  0       !
 2003.1!                               +*     !!          .   . 0 .          !
 2003.2!                              +       !!          .   0   .          !
 2003.3!                            +*        !!          .   .0  .          !
 2003.4!                           +   *      !!          .   .   0          !
 2004.1!                        *   +         !!          0   .   .          !
 2004.2!                   *   +              !!          0   .   .          !
 2004.3!                   +   *              !!          .   .   0          !
 2004.4!                      +   *           !!          .   .   0          !
 2005.1!                        +           * !!          .   .   .      0   !
 2005.2!                               * +    !!          .  0.   .          !
 2005.3!                             +   *    !!          .   .   0          !
 2005.4!                               +      *!          .   .   .  0       !
 2006.1!                                   +  *!          .   .  0.          !
 2006.2!                                   +* !!          .   .0  .          !
 2006.3!                                 + *  !!          .   . 0 .          !
 2006.4!                                 + *  !!          .   . 0 .          !
 2007.1!                                +*    !!          .   .0  .          !
 2007.2!                               + *    !!          .   . 0 .          !
 2007.3!                              +   *   !!          .   .   0          !
 2007.4!                                +*    !!          .   .0  .          !
 2008.1!                              +    *  !!          .   .   .0         !
 2008.2!                              * +     !!          .0  .   .          !
 2008.3!                           *+         !!          .  0.   .          !
 2008.4!                    *     +           !!         0.   .   .          !
 2009.1!                    +                 !!          .   0   .          !
 2009.2!                    + *               !!          .   . 0 .          !
 2009.3!                     *+               !!          .  0.   .          !
 2009.4!                     +                !!          .  0.   .          !
 2010.1!               *     +                !!        0 .   .   .          !
 2010.2!                +  *                  !!          .   . 0 .          !
 2010.3!                 * +                  !!          .0  .   .          !
 2010.4!                  +                   !!          .   0   .          !
 2011.1!                 * +                  !!          . 0 .   .          !
 2011.2!                  +                   !!          .   0   .          !
 2011.3!                   +*                 !!          .   .0  .          !
 2011.4!                    +  *              !!          .   . 0 .          !
 2012.1!                 *     +              !!        0 .   .   .          !
 2012.2!                  +*                  !!          .   .0  .          !
 2012.3!                    +                 !!          .   0   .          !
 2012.4!                    *+                !!          .   0   .          !


     26.11 percent of the residuals exceed 1 SE
      3.18 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASSA=ASPX$/SAPMM;                                                      
 GENR LAAASSA=LOG(AAASSA+.00001);                                             
 GENR LAASSA=LOG(AASSA+.00001);                                               
 LHS AAASSA=EXP(LAAASSA)-.00001;                                              
  EQ 1323 LAAASSA C LAASSA(-1) PASSA;                                         
EQUATION 976  LAAASSA  
   RHS     C  LAASSA(-1)  PASSA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  976 PLOT=0;END;                                                     

Equation number =  976
**********************

Dependent variable = LAAASSA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.272591503

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.630070533       0.191838651  -3.28438     1.000000
13337 LAASSA  ( -1)       0.807605582       0.042699482  18.91371    -4.269742
13335 PASSA   (  0)      -0.185486331       0.110758036  -1.67470     1.047265

SE of equation            =     0.344836739
Sum of squared residuals  =  21.9987897       0.725064453E-11
Average absolute error    =     0.267339542
Sum of ABS residuals      =  50.2598340    
R squared                 =   0.68437
Durbin-Watson statistic   =   2.48426
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                   +                  !!          .   0   .          !
 1966.2!                  *+                  !!          .  0.   .          !
 1966.3!             *    +                   !!          0   .   .          !
 1966.4!             +         *              !!          .   .   .   0      !
 1967.1!                      + *             !!          .   . 0 .          !
 1967.2!                      +        *      !!          .   .   .  0       !
 1967.3!                            + *       !!          .   .0  .          !
 1967.4!                           +     *    !!          .   .   .0         !
 1968.1!            *                 +       !0          .   .   .          !
 1968.2!             +     *                  !!          .   .   . 0        !
 1968.3!             *     +                  !!         0.   .   .          !
 1968.4!              +  *                    !!          .   .  0.          !
 1969.1!                 +     *              !!          .   .   . 0        !
 1969.2!              *       +               !!       0  .   .   .          !
 1969.3!              +  *                    !!          .   . 0 .          !
 1969.4!                 +     *              !!          .   .   .0         !
 1970.1!                      +     *         !!          .   .   .0         !
 1970.2!                     *    +           !!         0.   .   .          !
 1970.3!                    +          *      !!          .   .   .    0     !
 1970.4!                          * +         !!          . 0 .   .          !
 1971.1!                         +            !!          .   0   .          !
 1971.2!                        +  *          !!          .   .  0.          !
 1971.3!                         +            !!          .   0   .          !
 1971.4!                       *+             !!          .  0.   .          !
 1972.1!                       +    *         !!          .   .   .0         !
 1972.2!                    *      +          !!        0 .   .   .          !
 1972.3!           *        +                 !!       0  .   .   .          !
 1972.4!            +       *                 !!          .   .   . 0        !
 1973.1!           *       +                  !!        0 .   .   .          !
 1973.2!            +  *                      !!          .   .  0.          !
 1973.3!             *+                       !!          .  0.   .          !
 1973.4!            *+                        !!          .  0.   .          !
 1974.1!            +      *                  !!          .   .   . 0        !
 1974.2!                 * +                  !!          .  0.   .          !
 1974.3!       *         +                    !!      0   .   .   .          !
 1974.4!         +        *                   !!          .   .   .  0       !
 1975.1!          *       +                   !!       0  .   .   .          !
 1975.2!       *   +                          !!          0   .   .          !
 1975.3!         + *                          !!          .   . 0 .          !
 1975.4!    *       +                         !!       0  .   .   .          !
 1976.1!     *+                               !!          .  0.   .          !
 1976.2!     * +                              !!          . 0 .   .          !
 1976.3!     * +                              !!          .  0.   .          !
 1976.4*        +                             !!       0  .   .   .          !
 1977.1!* +                                   !!          . 0 .   .          !
 1977.2!   +  *                               !!          .   .  0.          !
 1977.3!     *  +                             !!          .0  .   .          !
 1977.4!      *+                              !!          .  0.   .          !
 1978.1!    *   +                             !!          0   .   .          !
 1978.2!       +*                             !!          .   . 0 .          !
 1978.3!   *      +                           !!       0  .   .   .          !
 1978.4!      + *                             !!          .   . 0 .          !
 1979.1!          + *                         !!          .   .0  .          !
 1979.2!          *  +                        !!          .0  .   .          !
 1979.3!    *      +                          !!        0 .   .   .          !
 1979.4!       +         *                    !!          .   .   .   0      !
 1980.1!                *+                    !!          .  0.   .          !
 1980.2!              * +                     !!          . 0 .   .          !
 1980.3!            *  +                      !!          . 0 .   .          !
 1980.4!              +*                      !!          .   .0  .          !
 1981.1!               + *                    !!          .   . 0 .          !
 1981.2!            *    +                    !!          0   .   .          !
 1981.3!            *+                        !!          .  0.   .          !
 1981.4!             +                        !!          .   0   .          !
 1982.1!              +*                      !!          .   0   .          !
 1982.2!               +*                     !!          .   .0  .          !
 1982.3!                 +*                   !!          .   .0  .          !
 1982.4!          *       +                   !!        0 .   .   .          !
 1983.1!       *    +                         !!          0   .   .          !
 1983.2!         +*                           !!          .   .0  .          !
 1983.3!        *   +                         !!          .0  .   .          !
 1983.4!          +      *                    !!          .   .   . 0        !
 1984.1!               * +                    !!          . 0 .   .          !
 1984.2!                +*                    !!          .   . 0 .          !
 1984.3!                * +                   !!          .  0.   .          !
 1984.4!                 +*                   !!          .   .0  .          !
 1985.1!                  +       *           !!          .   .   . 0        !
 1985.2!                    *   +             !!          0   .   .          !
 1985.3!                    +                 !!          .   .0  .          !
 1985.4!                    +       *         !!          .   .   .  0       !
 1986.1!                           +    *     !!          .   .   0          !
 1986.2!               *              +       !!  0       .   .   .          !
 1986.3!              * +                     !!          . 0 .   .          !
 1986.4!                +      *              !!          .   .   . 0        !
 1987.1!                 *     +              !!         0.   .   .          !
 1987.2!                 +   *                !!          .   .  0.          !
 1987.3!                 *   +                !!          .0  .   .          !
 1987.4!              *   +                   !!          .0  .   .          !
 1988.1!           *   +                      !!          0   .   .          !
 1988.2!             +*                       !!          .   .0  .          !
 1988.3!             * +                      !!          .  0.   .          !
 1988.4!             *+                       !!          .  0.   .          !
 1989.1!           *  +                       !!          .0  .   .          !
 1989.2!            +  *                      !!          .   .  0.          !
 1989.3!            *   +                     !!          .0  .   .          !
 1989.4!       *      +                       !!         0.   .   .          !
 1990.1!         +      *                     !!          .   .   . 0        !
 1990.2!               * +                    !!          .  0.   .          !
 1990.3!             *  +                     !!          .0  .   .          !
 1990.4!              +*                      !!          .   .0  .          !
 1991.1!   *            +                     !!   0      .   .   .          !
 1991.2!       +     *                        !!          .   .   .0         !
 1991.3!              +                       !!          .   0   .          !
 1991.4!              *+                      !!          .  0.   .          !
 1992.1!       *       +                      !!       0  .   .   .          !
 1992.2!          +  *                        !!          .   .  0.          !
 1992.3!              +*                      !!          .   .0  .          !
 1992.4!                + *                   !!          .   .0  .          !
 1993.1!                 *+                   !!          .  0.   .          !
 1993.2!          *       +                   !!       0  .   .   .          !
 1993.3!            +  *                      !!          .   . 0 .          !
 1993.4!                +      *              !!          .   .   . 0        !
 1994.1!                  *   +               !!          0   .   .          !
 1994.2!               *   +                  !!          .0  .   .          !
 1994.3!                +*                    !!          .   .0  .          !
 1994.4!              *   +                   !!          .0  .   .          !
 1995.1!             * +                      !!          . 0 .   .          !
 1995.2!              +*                      !!          .   .0  .          !
 1995.3!             *  +                     !!          .0  .   .          !
 1995.4!               +      *               !!          .   .   . 0        !
 1996.1!                     +*               !!          .   0   .          !
 1996.2!                 *    +               !!          0   .   .          !
 1996.3!            *    +                    !!          0   .   .          !
 1996.4!              +    *                  !!          .   .   0          !
 1997.1!                 * +                  !!          . 0 .   .          !
 1997.2!                 *+                   !!          .  0.   .          !
 1997.3!              *   +                   !!          .0  .   .          !
 1997.4!               *+                     !!          .  0.   .          !
 1998.1!             *  +                     !!          . 0 .   .          !
 1998.2!               +  *                   !!          .   .  0.          !
 1998.3!                   +    *             !!          .   .   0          !
 1998.4!                      * +             !!          .  0.   .          !
 1999.1!                    * +               !!          . 0 .   .          !
 1999.2!                    +       *         !!          .   .   . 0        !
 1999.3!                           +  *       !!          .   . 0 .          !
 1999.4!                            + *       !!          .   . 0 .          !
 2000.1!                            +   *     !!          .   .  0.          !
 2000.2!                              +  *    !!          .   .  0.          !
 2000.3!                              *+      !!          .  0.   .          !
 2000.4!                            +   *     !!          .   .  0.          !
 2001.1!                              +       *!          .   .   . 0        !
 2001.2!                                  +   *!          .   .  0.          !
 2001.3!                                 *+   !!          .  0.   .          !
 2001.4!                              +      *!!          .   .   .0         !
 2002.1!                                  +   *!          .   .   0          !
 2002.2!                                  *+  !!          .   0   .          !
 2002.3!                             *  +     !!          . 0 .   .          !
 2002.4!                           +      *   !!          .   .   . 0        !
 2003.1!                                +*    !!          .   .0  .          !
 2003.2!                              + *     !!          .   .0  .          !
 2003.3!                             +  *     !!          .   . 0 .          !
 2003.4!                              + *     !!          .   . 0 .          !
 2004.1!                              +   *   !!          .   .  0.          !
 2004.2!                               +   *  !!          .   .  0.          !
 2004.3!                               *+     !!          .  0.   .          !
 2004.4!                             +   *    !!          .   .  0.          !
 2005.1!                            * +       !!          . 0 .   .          !
 2005.2!                          +  *        !!          .   .  0.          !
 2005.3!                          *+          !!          .   0   .          !
 2005.4!                         +            !!          .   0   .          !
 2006.1!                       +    *         !!          .   .   0          !
 2006.2!                          +*          !!          .   .0  .          !
 2006.3!                        *+            !!          .  0.   .          !
 2006.4!                      +    *          !!          .   .   0          !
 2007.1!                      *  +            !!          . 0 .   .          !
 2007.2!                     +*               !!          .   .0  .          !
 2007.3!                     +*               !!          .   0   .          !
 2007.4!                     +*               !!          .   .0  .          !
 2008.1!                     +   *            !!          .   .   0          !
 2008.2!                     * +              !!          . 0 .   .          !
 2008.3!               *   +                  !!          .0  .   .          !
 2008.4!               +    *                 !!          .   .   0          !
 2009.1!                  +  *                !!          .   . 0 .          !
 2009.2!               *    +                 !!          0   .   .          !
 2009.3!               +*                     !!          .   0   .          !
 2009.4!                +  *                  !!          .   .  0.          !
 2010.1!                  +                   !!          .   0   .          !
 2010.2!               * +                    !!          .  0.   .          !
 2010.3!             *+                       !!          .  0.   .          !
 2010.4!            +  *                      !!          .   . 0 .          !
 2011.1!            * +                       !!          . 0 .   .          !
 2011.2!           + *                        !!          .   .0  .          !
 2011.3!         *  +                         !!          . 0 .   .          !
 2011.4!         +   *                        !!          .   .   0          !
 2012.1!            *+                        !!          .   0   .          !
 2012.2!           +*                         !!          .   0   .          !
 2012.3!           *+                         !!          .   0   .          !
 2012.4!           +*                         !!          .   .0  .          !


     28.72 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
@@EQ 1324 LAASOSA C LASOSA(-1) PSOSA;SMPL 2006.3 2012.4;OLS;EST 1324 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOSA=KOPX$/SAPMM;                                                      
 GENR LAAKOSA=LOG(AAKOSA+.00001);                                             
 GENR LAKOSA=LOG(AKOSA+.00001);                                               
 LHS AAKOSA=EXP(LAAKOSA)-.00001;                                              
  EQ 1325 LAAKOSA C LAKOSA(-1) PKOSA;                                         
EQUATION 977  LAAKOSA  
   RHS     C  LAKOSA(-1)  PKOSA  
 SMPL 1973.3 2012.4;                                                          
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
 OLS;EST  977 PLOT=0;END;                                                     

Equation number =  977
**********************

Dependent variable = LAAKOSA 

 1973.3 -   2012.4,    0 missing obs.,  158 obs. used.

Mean of dependent variable       -3.584557971

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.511484982       0.135470684  -3.77561     1.000000
13340 LAKOSA  ( -1)       0.642729630       0.055208304  11.64190    -3.604743
13338 PKOSA   (  0)      -0.545174355       0.107068006  -5.09185     1.387075

SE of equation            =     0.299107431
Sum of squared residuals  =  13.8671146       0.641176001E-11
Average absolute error    =     0.153408801
Sum of ABS residuals      =  24.2385906    
R squared                 =   0.78185
Durbin-Watson statistic   =   2.37298
SMPL and No. Obs.         = 1973.3   2012.4    158

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.3!     *    +                           !!           0. . .            !
 1973.4!    *   +                             !!           0. . .            !
 1974.1!        +  *                          !!            . . 0            !
 1974.2!         *     +                      !!          0 . . .            !
 1974.3!        *     +                       !!          0 . . .            !
 1974.4!        *     +                       !!          0 . . .            !
 1975.1!              +    *                  !!            . . .0           !
 1975.2!                  *  +                !!            0 . .            !
 1975.3!               *    +                 !!           0. . .            !
 1975.4!              *   +                   !!           0. . .            !
 1976.1!                 +                    !!            . 0 .            !
 1976.2!                  +                   !!            . 0 .            !
 1976.3!                   +                  !!            . 0 .            !
 1976.4!                   *+                 !!            . 0 .            !
 1977.1!                    +   *             !!            . . .0           !
 1977.2!                       + *            !!            . .0.            !
 1977.3!                       +   *          !!            . . 0            !
 1977.4!                         +*           !!            . .0.            !
 1978.1!                         +*           !!            . .0.            !
 1978.2!                        +*            !!            . .0.            !
 1978.3!                      * +             !!            .0. .            !
 1978.4!                     *+               !!            .0. .            !
 1979.1!                    +                 !!            .0. .            !
 1979.2!                    +                 !!            . 0 .            !
 1979.3!                     + *              !!            . . 0            !
 1979.4!                       +*             !!            . .0.            !
 1980.1!                       *+             !!            . 0 .            !
 1980.2!                       +*             !!            . .0.            !
 1980.3!                       *+             !!            .0. .            !
 1980.4!                        + *           !!            . .0.            !
 1981.1!                         +            !!            . 0 .            !
 1981.2!                        +             !!            . 0 .            !
 1981.3!                       +              !!            . 0 .            !
 1981.4!                      *+              !!            . 0 .            !
 1982.1!                      +               !!            . 0 .            !
 1982.2!                      +               !!            . 0 .            !
 1982.3!                      +*              !!            . .0.            !
 1982.4!                       +              !!            . 0 .            !
 1983.1!                       +*             !!            . .0.            !
 1983.2!                       +*             !!            . 0 .            !
 1983.3!                       +  *           !!            . . 0            !
 1983.4!                         +*           !!            . .0.            !
 1984.1!                       *+             !!            .0. .            !
 1984.2!                       +              !!            . 0 .            !
 1984.3!                      +               !!            . 0 .            !
 1984.4!                     +*               !!            . 0 .            !
 1985.1!                     + *              !!            . .0.            !
 1985.2!                      +   *           !!            . . .0           !
 1985.3!                        + *           !!            . .0.            !
 1985.4!                         +            !!            . 0 .            !
 1986.1!                        + *           !!            . .0.            !
 1986.2!                         + *          !!            . .0.            !
 1986.3!                         *+           !!            .0. .            !
 1986.4!                         +*           !!            . .0.            !
 1987.1!                         +  *         !!            . . 0            !
 1987.2!                           +          !!            . 0 .            !
 1987.3!                         *+           !!            .0. .            !
 1987.4!                         +*           !!            . .0.            !
 1988.1!                         + *          !!            . .0.            !
 1988.2!                         +*           !!            . 0 .            !
 1988.3!                        + *           !!            . .0.            !
 1988.4!                        + *           !!            . .0.            !
 1989.1!                        +             !!            . 0 .            !
 1989.2!                      *+              !!            . 0 .            !
 1989.3!                     +*               !!            . 0 .            !
 1989.4!                     + *              !!            . .0.            !
 1990.1!                      +               !!            . 0 .            !
 1990.2!                     *+               !!            .0. .            !
 1990.3!                     +*               !!            . .0.            !
 1990.4!                       +              !!            . 0 .            !
 1991.1!                     * +              !!            .0. .            !
 1991.2!                     +*               !!            . .0.            !
 1991.3!                      +*              !!            . 0 .            !
 1991.4!                       +              !!            . 0 .            !
 1992.1!                     * +              !!            .0. .            !
 1992.2!                     *+               !!            . 0 .            !
 1992.3!                      +               !!            . 0 .            !
 1992.4!                      +               !!            . 0 .            !
 1993.1*                      +               !0            . . .            !
 1993.2!       +                *             !!            . . .        0   !
 1993.3!                        +*            !!            . .0.            !
 1993.4!                        +             !!            . 0 .            !
 1994.1!                       +*             !!            . 0 .            !
 1994.2!                    *  +              !!            0 . .            !
 1994.3!                     +*               !!            . .0.            !
 1994.4!                      +*              !!            . .0.            !
 1995.1!                       +  *           !!            . . 0            !
 1995.2!                        *+            !!            .0. .            !
 1995.3!                       +*             !!            . 0 .            !
 1995.4!                       +              !!            . 0 .            !
 1996.1!                       +   *          !!            . . 0            !
 1996.2!                        * +           !!            .0. .            !
 1996.3!                      * +             !!            0 . .            !
 1996.4!                      *+              !!            . 0 .            !
 1997.1!                       + *            !!            . .0.            !
 1997.2!                       * +            !!            .0. .            !
 1997.3!                      *+              !!            .0. .            !
 1997.4!                         +            !!            . 0 .            !
 1998.1!                             +  *     !!            . . 0            !
 1998.2!                              * +     !!            .0. .            !
 1998.3!                             * +      !!            0 . .            !
 1998.4!                            * +       !!            .0. .            !
 1999.1!                          * +         !!            .0. .            !
 1999.2!                          +*          !!            . 0 .            !
 1999.3!                           +*         !!            . .0.            !
 1999.4!                           +*         !!            . 0 .            !
 2000.1!                          *+          !!            .0. .            !
 2000.2!                          +*          !!            . 0 .            !
 2000.3!                          +*          !!            . 0 .            !
 2000.4!                           +          !!            . 0 .            !
 2001.1!                           +*         !!            . .0.            !
 2001.2!                           *+         !!            .0. .            !
 2001.3!                           +          !!            . 0 .            !
 2001.4!                           *+         !!            . 0 .            !
 2002.1!                           *+         !!            .0. .            !
 2002.2!                          *+          !!            .0. .            !
 2002.3!                           +          !!            . 0 .            !
 2002.4!                            +         !!            . 0 .            !
 2003.1!                            +         !!            . 0 .            !
 2003.2!                            *+        !!            . 0 .            !
 2003.3!                           * +        !!            .0. .            !
 2003.4!                             +        !!            . 0 .            !
 2004.1!                             +        !!            . 0 .            !
 2004.2!                             +        !!            . 0 .            !
 2004.3!                            *+        !!            . 0 .            !
 2004.4!                             +        !!            . 0 .            !
 2005.1!                             +        !!            . 0 .            !
 2005.2!                             *+       !!            .0. .            !
 2005.3!                             +        !!            . 0 .            !
 2005.4!                              +       !!            . 0 .            !
 2006.1!                              + *     !!            . .0.            !
 2006.2!                               +      !!            . 0 .            !
 2006.3!                               +*     !!            . 0 .            !
 2006.4!                                +     !!            . 0 .            !
 2007.1!                                +     !!            . 0 .            !
 2007.2!                                +     !!            . 0 .            !
 2007.3!                                +     !!            . 0 .            !
 2007.4!                                +*    !!            . 0 .            !
 2008.1!                                 +*   !!            . 0 .            !
 2008.2!                                 +*   !!            . 0 .            !
 2008.3!                                 +    !!            . 0 .            !
 2008.4!                                 +    !!            . 0 .            !
 2009.1!                                * +   !!            .0. .            !
 2009.2!                                 +    !!            . 0 .            !
 2009.3!                                 +    !!            . 0 .            !
 2009.4!                                 +*   !!            . .0.            !
 2010.1!                                 *+   !!            .0. .            !
 2010.2!                                 +    !!            . 0 .            !
 2010.3!                                 +    !!            . 0 .            !
 2010.4!                                 + *  !!            . .0.            !
 2011.1!                                   + *!!            . .0.            !
 2011.2!                                    + !!            . 0 .            !
 2011.3!                                   *+ !!            . 0 .            !
 2011.4!                                   +* !!            . .0.            !
 2012.1!                                    +*!!            . .0.            !
 2012.2!                                    + !!            . 0 .            !
 2012.3!                                    +*!!            . .0.            !
 2012.4!                                    + *!            . .0.            !


     11.39 percent of the residuals exceed 1 SE
      2.53 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBESA=BEPX$Q/SAPMM;                                                     
 GENR LAABESA=LOG(AABESA+.00001);                                             
 GENR LABESA=LOG(ABESA+.00001);                                               
 LHS AABESA=EXP(LAABESA)-.00001;                                              
  EQ 1326 LAABESA C LABESA(-1) PBESA;                                         
EQUATION 978  LAABESA  
   RHS     C  LABESA(-1)  PBESA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  978 PLOT=0;END;                                                     

Equation number =  978
**********************

Dependent variable = LAABESA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.786789614

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.509706801       0.230721527  -6.54342     1.000000
13343 LABESA  ( -1)       0.396958068       0.068954929   5.75678    -3.782534
13341 PBESA   (  0)      -0.840649642       0.192431892  -4.36856     0.922591

SE of equation            =     0.244810554
Sum of squared residuals  =  11.0874584      -0.185820248E-10
Average absolute error    =     0.179205008
Sum of ABS residuals      =  33.6905414    
R squared                 =   0.35963
Durbin-Watson statistic   =   2.12846
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                +       *             !!           .  .  . 0         !
 1966.2!               *   +                  !!           .0 .  .           !
 1966.3!               +           *          !!           .  .  .   0       !
 1966.4!                    +                 !!           .  0  .           !
 1967.1!                 +     *              !!           .  .  0           !
 1967.2!             *   +                    !!           0  .  .           !
 1967.3!              +       *               !!           .  .  . 0         !
 1967.4!                 +                    !!           .  0  .           !
 1968.1!    *          +                      !!       0   .  .  .           !
 1968.2!           +              *           !!           .  .  .     0     !
 1968.3!                   +*                 !!           .  .0 .           !
 1968.4!                 +  *                 !!           .  . 0.           !
 1969.1!                +      *              !!           .  .  .0          !
 1969.2!                  +       *           !!           .  .  . 0         !
 1969.3!                   +      *           !!           .  .  .0          !
 1969.4!             *     +                  !!          0.  .  .           !
 1970.1!          *   +                       !!           .0 .  .           !
 1970.2!             +                        *!           .  .  .           0
 1970.3!                      * +             !!           .0 .  .           !
 1970.4!                * +                   !!           . 0.  .           !
 1971.1!                +       *             !!           .  .  . 0         !
 1971.2!         *         +                  !!        0  .  .  .           !
 1971.3!             +                        !!           .  0  .           !
 1971.4!               +                      !!           .  0  .           !
 1972.1!               +    *                 !!           .  .  0           !
 1972.2!              *  +                    !!           .0 .  .           !
 1972.3!             * +                      !!           . 0.  .           !
 1972.4!               +        *             !!           .  .  . 0         !
 1973.1!                  * +                 !!           . 0.  .           !
 1973.2!     *         +                      !!        0  .  .  .           !
 1973.3!        +         *                   !!           .  .  .  0        !
 1973.4!             +          *             !!           .  .  .  0        !
 1974.1!                 +       *            !!           .  .  . 0         !
 1974.2!                   + *                !!           .  .0 .           !
 1974.3!                 +       *            !!           .  .  . 0         !
 1974.4!            *      +                  !!          0.  .  .           !
 1975.1!             +    *                   !!           .  .  0           !
 1975.2!                +                     !!           .  0  .           !
 1975.3!               +                      !!           .  0  .           !
 1975.4!          *    +                      !!           0  .  .           !
 1976.1!         *   +                        !!           .0 .  .           !
 1976.2!         * +                          !!           . 0.  .           !
 1976.3!           +  *                       !!           .  . 0.           !
 1976.4!        *    +                        !!           0  .  .           !
 1977.1!          +     *                     !!           .  .  .0          !
 1977.2!             +     *                  !!           .  .  0           !
 1977.3!              +  *                    !!           .  . 0.           !
 1977.4!              +                       !!           .  0  .           !
 1978.1!            +   *                     !!           .  . 0.           !
 1978.2!              +                       !!           .  0  .           !
 1978.3!             +     *                  !!           .  .  0           !
 1978.4!              +  *                    !!           .  . 0.           !
 1979.1!            *+                        !!           . 0.  .           !
 1979.2!            +   *                     !!           .  . 0.           !
 1979.3!             +   *                    !!           .  . 0.           !
 1979.4!         *    +                       !!           0  .  .           !
 1980.1!           +   *                      !!           .  . 0.           !
 1980.2!       *      +                       !!          0.  .  .           !
 1980.3!           +    *                     !!           .  .  0           !
 1980.4!            *  +                      !!           .0 .  .           !
 1981.1!             * +                      !!           . 0.  .           !
 1981.2!              *+                      !!           . 0.  .           !
 1981.3!                +   *                 !!           .  .  0           !
 1981.4!                 +*                   !!           .  .0 .           !
 1982.1!              *  +                    !!           .0 .  .           !
 1982.2!                + *                   !!           .  .0 .           !
 1982.3!              *   +                   !!           .0 .  .           !
 1982.4!          *     +                     !!          0.  .  .           !
 1983.1!              +                       !!           .  0  .           !
 1983.2!              * +                     !!           . 0.  .           !
 1983.3!               *+                     !!           . 0.  .           !
 1983.4!                 + *                  !!           .  .0 .           !
 1984.1!               *  +                   !!           .0 .  .           !
 1984.2!                 +*                   !!           .  .0 .           !
 1984.3!                  +*                  !!           .  .0 .           !
 1984.4!                  +                   !!           .  0  .           !
 1985.1!                  +   *               !!           .  . 0.           !
 1985.2!                   +                  !!           .  0  .           !
 1985.3!                  +*                  !!           .  .0 .           !
 1985.4!      *          +                    !!       0   .  .  .           !
 1986.1!            + *                       !!           .  .0 .           !
 1986.2!              *+                      !!           . 0.  .           !
 1986.3!              +     *                 !!           .  .  .0          !
 1986.4!              *  +                    !!           .0 .  .           !
 1987.1!            * +                       !!           . 0.  .           !
 1987.2!             +*                       !!           .  0  .           !
 1987.3!              +                       !!           .  0  .           !
 1987.4!           *  +                       !!           .0 .  .           !
 1988.1!             +                        !!           .  0  .           !
 1988.2!              +  *                    !!           .  . 0.           !
 1988.3!             *  +                     !!           .0 .  .           !
 1988.4!           *  +                       !!           .0 .  .           !
 1989.1!             +*                       !!           .  .0 .           !
 1989.2!               +  *                   !!           .  . 0.           !
 1989.3!            *   +                     !!           .0 .  .           !
 1989.4!           * +                        !!           . 0.  .           !
 1990.1!            +  *                      !!           .  . 0.           !
 1990.2!          *  +                        !!           .0 .  .           !
 1990.3!           +   *                      !!           .  . 0.           !
 1990.4!            *+                        !!           . 0.  .           !
 1991.1!            +       *                 !!           .  .  . 0         !
 1991.2!                +  *                  !!           .  . 0.           !
 1991.3!                +  *                  !!           .  . 0.           !
 1991.4!                +    *                !!           .  .  0           !
 1992.1!                +  *                  !!           .  . 0.           !
 1992.2!               +                      !!           .  0  .           !
 1992.3!             +        *               !!           .  .  . 0         !
 1992.4!                +   *                 !!           .  .  0           !
 1993.1!          *     +                     !!           0  .  .           !
 1993.2!           *+                         !!           . 0.  .           !
 1993.3!            *+                        !!           .  0  .           !
 1993.4!      *      +                        !!         0 .  .  .           !
 1994.1!           + *                        !!           .  .0 .           !
 1994.2!             +*                       !!           .  .0 .           !
 1994.3!          *  +                        !!           .0 .  .           !
 1994.4!         * +                          !!           . 0.  .           !
 1995.1!           +*                         !!           .  .0 .           !
 1995.2!           +*                         !!           .  .0 .           !
 1995.3!           + *                        !!           .  .0 .           !
 1995.4!     *     +                          !!          0.  .  .           !
 1996.1!         +                            !!           .  0  .           !
 1996.2!          *+                          !!           . 0.  .           !
 1996.3!        *  +                          !!           .0 .  .           !
 1996.4!      *    +                          !!           0  .  .           !
 1997.1!           +   *                      !!           .  . 0.           !
 1997.2!             *+                       !!           . 0.  .           !
 1997.3!             *+                       !!           . 0.  .           !
 1997.4!      *       +                       !!         0 .  .  .           !
 1998.1!     *     +                          !!          0.  .  .           !
 1998.2!   *       +                          !!          0.  .  .           !
 1998.3!       *  +                           !!           . 0.  .           !
 1998.4!  *        +                          !!         0 .  .  .           !
 1999.1!         +    *                       !!           .  .  0           !
 1999.2!         *    +                       !!           0  .  .           !
 1999.3!            +                         !!           .  0  .           !
 1999.4!        *     +                       !!           0  .  .           !
 2000.1!      *      +                        !!          0.  .  .           !
 2000.2!            +*                        !!           .  .0 .           !
 2000.3!           *   +                      !!           .0 .  .           !
 2000.4!          *   +                       !!           0  .  .           !
 2001.1!          *  +                        !!           .0 .  .           !
 2001.2!          *   +                       !!           .0 .  .           !
 2001.3!           * +                        !!           . 0.  .           !
 2001.4!         *    +                       !!           0  .  .           !
 2002.1!            +                         !!           .  0  .           !
 2002.2!           * +                        !!           . 0.  .           !
 2002.3!            *+                        !!           .  0  .           !
 2002.4!             +*                       !!           .  0  .           !
 2003.1!             +*                       !!           .  0  .           !
 2003.2!             +                        !!           .  0  .           !
 2003.3!             +                        !!           .  0  .           !
 2003.4!         *  +                         !!           .0 .  .           !
 2004.1!          + *                         !!           .  .0 .           !
 2004.2!           *+                         !!           .  0  .           !
 2004.3!            +*                        !!           .  .0 .           !
 2004.4!         *  +                         !!           .0 .  .           !
 2005.1!         +*                           !!           .  .0 .           !
 2005.2!         +*                           !!           .  .0 .           !
 2005.3!          + *                         !!           .  .0 .           !
 2005.4!      *    +                          !!           0  .  .           !
 2006.1!        + *                           !!           .  .0 .           !
 2006.2!         +*                           !!           .  0  .           !
 2006.3!         + *                          !!           .  .0 .           !
 2006.4!          +                           !!           .  0  .           !
 2007.1!        *+                            !!           . 0.  .           !
 2007.2!       *+                             !!           .  0  .           !
 2007.3!       +                              !!           .  .0 .           !
 2007.4!  *    +                              !!           0  .  .           !
 2008.1!     + *                              !!           .  . 0.           !
 2008.2!       +                              !!           .  0  .           !
 2008.3!      *+                              !!           .  0  .           !
 2008.4!      *+                              !!           . 0.  .           !
 2009.1!       +                              !!           .  0  .           !
 2009.2!        + *                           !!           .  . 0.           !
 2009.3!        +*                            !!           .  .0 .           !
 2009.4!    *   +                             !!           0  .  .           !
 2010.1!     *+                               !!           . 0.  .           !
 2010.2!   *   +                              !!           0  .  .           !
 2010.3!  *   +                               !!           .0 .  .           !
 2010.4*     +                                !!          0.  .  .           !
 2011.1!    +*                                !!           .  0  .           !
 2011.2!  *   +                               !!           .0 .  .           !
 2011.3!     +      *                         !!           .  .  .0          !
 2011.4!        *+                            !!           . 0.  .           !
 2012.1!       *+                             !!           . 0.  .           !
 2012.2!     *  +                             !!           . 0.  .           !
 2012.3!*      +                              !!          0.  .  .           !
 2012.4!*    +                                !!           0  .  .           !


     25.53 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDESA=DEPX$Q/SAPMM;                                                     
 GENR LAADESA=LOG(AADESA+.00001);                                             
 GENR LADESA=LOG(ADESA+.00001);                                               
 LHS AADESA=EXP(LAADESA)-.00001;                                              
  EQ 1327 LAADESA C LADESA(-1) PDESA;                                         
EQUATION 979  LAADESA  
   RHS     C  LADESA(-1)  PDESA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  979 PLOT=0;END;                                                     

Equation number =  979
**********************

Dependent variable = LAADESA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.902746887

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.286603816       0.304616200  -4.22369     1.000000
13346 LADESA  ( -1)       0.588377187       0.058047268  10.13617    -4.901841
13344 PDESA   (  0)      -0.764024990       0.240200356  -3.18078     0.958099

SE of equation            =     0.233111378
Sum of squared residuals  =  10.0530692      -0.112434506E-10
Average absolute error    =     0.179009306
Sum of ABS residuals      =  33.6537495    
R squared                 =   0.44456
Durbin-Watson statistic   =   2.33088
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!            +     *                   !!         .    .    0         !
 1966.2!                  +  *                !!         .    .  0 .         !
 1966.3!              *     +                 !!         0    .    .         !
 1966.4!           *   +                      !!         . 0  .    .         !
 1967.1!              +     *                 !!         .    .    0         !
 1967.2!                  +      *            !!         .    .    0         !
 1967.3!                     +*               !!         .    .0   .         !
 1967.4!                    *+                !!         .   0.    .         !
 1968.1!                    +                *!!         .    .    .        0!
 1968.2!                      *       +       !!       0 .    .    .         !
 1968.3!                     +            *   !!         .    .    .     0   !
 1968.4!                           +          !!         .    0    .         !
 1969.1!                       +         *    !!         .    .    .   0     !
 1969.2!                  *        +          !!      0  .    .    .         !
 1969.3!                   +               *  !!         .    .    .       0 !
 1969.4!                             +   *    !!         .    .   0.         !
 1970.1!                  *         +         !!      0  .    .    .         !
 1970.2!                    +                *!!         .    .    .         0
 1970.3!                   *           +      !!    0    .    .    .         !
 1970.4!               *    +                 !!         .0   .    .         !
 1971.1!                  +               *   !!         .    .    .       0 !
 1971.2!                             +        *!         .    .    . 0       !
 1971.3!                               +   *  !!         .    .  0 .         !
 1971.4!                             +        !!         .   0.    .         !
 1972.1!                          +           !!         .    0    .         !
 1972.2!                         +*           !!         .    .0   .         !
 1972.3!         *               +            !! 0       .    .    .         !
 1972.4!               +           *          !!         .    .    .    0    !
 1973.1!                    *    +            !!         .0   .    .         !
 1973.2!                  +                   !!         .    0    .         !
 1973.3!          *   +                       !!         . 0  .    .         !
 1973.4!         *+                           !!         .   0.    .         !
 1974.1!           +       *                  !!         .    .    . 0       !
 1974.2!                  * +                 !!         .   0.    .         !
 1974.3!                    +   *             !!         .    .  0 .         !
 1974.4!               *      +               !!        0.    .    .         !
 1975.1!                +   *                 !!         .    .  0 .         !
 1975.2!                   + *                !!         .    . 0  .         !
 1975.3!          *         +                 !!     0   .    .    .         !
 1975.4!          *   +                       !!         . 0  .    .         !
 1976.1!       *     +                        !!         0    .    .         !
 1976.2!          +                           !!         .    0    .         !
 1976.3!            +          *              !!         .    .    .   0     !
 1976.4!           *       +                  !!       0 .    .    .         !
 1977.1!        *   +                         !!         . 0  .    .         !
 1977.2!     *     +                          !!         0    .    .         !
 1977.3!         +    *                       !!         .    .    0         !
 1977.4!               +                      !!         .    0    .         !
 1978.1!    *         +                       !!      0  .    .    .         !
 1978.2!        *+                            !!         .   0.    .         !
 1978.3!           +   *                      !!         .    .  0 .         !
 1978.4! *             +                      !!  0      .    .    .         !
 1979.1!       +    *                         !!         .    .   0.         !
 1979.2!          *   +                       !!         . 0  .    .         !
 1979.3!             +  *                     !!         .    .  0 .         !
 1979.4!              *  +                    !!         . 0  .    .         !
 1980.1!             *   +                    !!         . 0  .    .         !
 1980.2!                *+                    !!         .    0    .         !
 1980.3!               *  +                   !!         . 0  .    .         !
 1980.4!       *          +                   !!    0    .    .    .         !
 1981.1!              +   *                   !!         .    .  0 .         !
 1981.2!                     + *              !!         .    . 0  .         !
 1981.3!               *        +             !!      0  .    .    .         !
 1981.4!         *        +                   !!      0  .    .    .         !
 1982.1!               +*                     !!         .    .0   .         !
 1982.2!             *      +                 !!        0.    .    .         !
 1982.3!                 *+                   !!         .   0.    .         !
 1982.4!              *     +                 !!        0.    .    .         !
 1983.1!                  +               *   !!         .    .    .       0 !
 1983.2!                    *         +       !!     0   .    .    .         !
 1983.3!                    * +               !!         .   0.    .         !
 1983.4!                    *  +              !!         .  0 .    .         !
 1984.1!                 *     +              !!         0    .    .         !
 1984.2!                  *  +                !!         .  0 .    .         !
 1984.3!                    * +               !!         .  0 .    .         !
 1984.4!                *      +              !!        0.    .    .         !
 1985.1!              *      +                !!        0.    .    .         !
 1985.2!               *   +                  !!         . 0  .    .         !
 1985.3!                   +   *              !!         .    .  0 .         !
 1985.4!                      *+              !!         .   0.    .         !
 1986.1!                   *  +               !!         .  0 .    .         !
 1986.2!                    + *               !!         .    .0   .         !
 1986.3!                     +            *   !!         .    .    .     0   !
 1986.4!                        *   +         !!         .0   .    .         !
 1987.1!               *     +                !!         0    .    .         !
 1987.2!                +       *             !!         .    .    . 0       !
 1987.3!                     *+               !!         .   0.    .         !
 1987.4!                 *  +                 !!         . 0  .    .         !
 1988.1!                  +     *             !!         .    .    0         !
 1988.2!                     * +              !!         .  0 .    .         !
 1988.3!                     +     *          !!         .    .    0         !
 1988.4!                       * +            !!         .   0.    .         !
 1989.1!                    *  +              !!         .  0 .    .         !
 1989.2!                     +     *          !!         .    .    0         !
 1989.3!                         +            !!         .    0    .         !
 1989.4!                      *+              !!         .   0.    .         !
 1990.1!                     +    *           !!         .    .    0         !
 1990.2!                  *    +              !!         .0   .    .         !
 1990.3!                 +           *        !!         .    .    .    0    !
 1990.4!                       *+             !!         .   0.    .         !
 1991.1!                     +                !!         .    0    .         !
 1991.2!                     +*               !!         .    .0   .         !
 1991.3!                      + *             !!         .    . 0  .         !
 1991.4!                 *    +               !!         .0   .    .         !
 1992.1!                * +                   !!         .  0 .    .         !
 1992.2!                 + *                  !!         .    . 0  .         !
 1992.3!                  +     *             !!         .    .    0         !
 1992.4!                 *   +                !!         .0   .    .         !
 1993.1!                  +        *          !!         .    .    .  0      !
 1993.2!                        +    *        !!         .    .   0.         !
 1993.3!                          + *         !!         .    .0   .         !
 1993.4!                    *    +            !!         .0   .    .         !
 1994.1!                    +         *       !!         .    .    .  0      !
 1994.2!                          +      *    !!         .    .    .0        !
 1994.3!                           +*         !!         .    0    .         !
 1994.4!                       *+             !!         .   0.    .         !
 1995.1!                     +          *     !!         .    .    .   0     !
 1995.2!                          +  *        !!         .    .  0 .         !
 1995.3!                        +        *    !!         .    .    . 0       !
 1995.4!                          +*          !!         .    0    .         !
 1996.1!                       +   *          !!         .    .   0.         !
 1996.2!                       +  *           !!         .    . 0  .         !
 1996.3!                      + *             !!         .    . 0  .         !
 1996.4!                  *   +               !!         . 0  .    .         !
 1997.1!                   +    *             !!         .    .   0.         !
 1997.2!                       +*             !!         .    .0   .         !
 1997.3!                       + *            !!         .    . 0  .         !
 1997.4!                  *    +              !!         .0   .    .         !
 1998.1!                    +*                !!         .    . 0  .         !
 1998.2!                    *+                !!         .   0.    .         !
 1998.3!                    +   *             !!         .    .   0.         !
 1998.4!                 *   +                !!         .0   .    .         !
 1999.1!                  +     *             !!         .    .    0         !
 1999.2!                      +  *            !!         .    . 0  .         !
 1999.3!                       +    *         !!         .    .   0.         !
 1999.4!                       * +            !!         .  0 .    .         !
 2000.1!                       +              !!         .    0    .         !
 2000.2!                       + *            !!         .    .0   .         !
 2000.3!                        +*            !!         .    .0   .         !
 2000.4!                     *  +             !!         . 0  .    .         !
 2001.1!                     +  *             !!         .    .  0 .         !
 2001.2!                      *+              !!         .   0.    .         !
 2001.3!                      + *             !!         .    . 0  .         !
 2001.4!                    *  +              !!         .  0 .    .         !
 2002.1!                    +    *            !!         .    .   0.         !
 2002.2!                       + *            !!         .    . 0  .         !
 2002.3!                      + *             !!         .    .0   .         !
 2002.4!                      +               !!         .    0    .         !
 2003.1!                    +     *           !!         .    .    0         !
 2003.2!                      +   *           !!         .    .   0.         !
 2003.3!                      +  *            !!         .    . 0  .         !
 2003.4!                     +                !!         .    0    .         !
 2004.1!                  +     *             !!         .    .    0         !
 2004.2!                    +  *              !!         .    . 0  .         !
 2004.3!                   +    *             !!         .    .   0.         !
 2004.4!                    +                 !!         .    0    .         !
 2005.1!                 +    *               !!         .    .   0.         !
 2005.2!                   + *                !!         .    . 0  .         !
 2005.3!                  +  *                !!         .    .  0 .         !
 2005.4!           *       +                  !!       0 .    .    .         !
 2006.1!     *      +                         !!        0.    .    .         !
 2006.2!       * +                            !!         .  0 .    .         !
 2006.3!         *+                           !!         .   0.    .         !
 2006.4!        *   +                         !!         . 0  .    .         !
 2007.1!          +                           !!         .    0    .         !
 2007.2!            +                         !!         .    0    .         !
 2007.3!          *  +                        !!         .  0 .    .         !
 2007.4!   *       +                          !!       0 .    .    .         !
 2008.1!       + *                            !!         .    .0   .         !
 2008.2*          +                           !!    0    .    .    .         !
 2008.3! *   +                                !!         . 0  .    .         !
 2008.4!     * +                              !!         .  0 .    .         !
 2009.1!         +  *                         !!         .    .  0 .         !
 2009.2!             +*                       !!         .    .0   .         !
 2009.3!           *  +                       !!         . 0  .    .         !
 2009.4!    *       +                         !!       0 .    .    .         !
 2010.1!         +  *                         !!         .    .  0 .         !
 2010.2!             * +                      !!         .  0 .    .         !
 2010.3!             * +                      !!         .   0.    .         !
 2010.4!               +  *                   !!         .    . 0  .         !
 2011.1!              *   +                   !!         . 0  .    .         !
 2011.2!      *         +                     !!      0  .    .    .         !
 2011.3!      *    +                          !!         .0   .    .         !
 2011.4!  *        +                          !!       0 .    .    .         !
 2012.1!      *  +                            !!         . 0  .    .         !
 2012.2!    *      +                          !!        0.    .    .         !
 2012.3!          +                           !!         .    0    .         !
 2012.4!   *         +                        !!     0   .    .    .         !


     25.00 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@@EQ 1328 LAANOSA C LANOSA(-1) PNOSA;SMPL 2001.3 2012.4;OLS;EST 1328 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWSA=SWPX$Q/SAPMM;                                                     
 GENR LAASWSA=LOG(AASWSA+.00001);                                             
 GENR LASWSA=LOG(ASWSA+.00001);                                               
 LHS AASWSA=EXP(LAASWSA)-.00001;                                              
  EQ 1329 LAASWSA C LASWSA(-1) PSWSA;                                         
EQUATION 980  LAASWSA  
   RHS     C  LASWSA(-1)  PSWSA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  980 PLOT=0;END;                                                     

Equation number =  980
**********************

Dependent variable = LAASWSA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.265201399

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.636290596       0.314546445  -5.20206     1.000000
13349 LASWSA  ( -1)       0.474805347       0.064487568   7.36274    -4.265591
13347 PSWSA   (  0)      -0.563028285       0.232602180  -2.42056     1.072034

SE of equation            =     0.253257785
Sum of squared residuals  =  11.8658085      -0.680584478E-10
Average absolute error    =     0.193947352
Sum of ABS residuals      =  36.4621022    
R squared                 =   0.29263
Durbin-Watson statistic   =   2.23681
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                  + *                 !!           .  .0 .           !
 1966.2!      *             +                 !!      0    .  .  .           !
 1966.3!          *   +                       !!           .0 .  .           !
 1966.4!             * +                      !!           . 0.  .           !
 1967.1!                 +        *           !!           .  .  . 0         !
 1967.2!                *     +               !!           0  .  .           !
 1967.3!      *           +                   !!       0   .  .  .           !
 1967.4!             +       *                !!           .  .  .0          !
 1968.1!              *     +                 !!           0  .  .           !
 1968.2!          *      +                    !!          0.  .  .           !
 1968.3!              *+                      !!           . 0.  .           !
 1968.4!           *     +                    !!           0  .  .           !
 1969.1!               +    *                 !!           .  .  0           !
 1969.2!                    +                 !!           .  0  .           !
 1969.3!                    +         *       !!           .  .  . 0         !
 1969.4!                         +*           !!           .  .0 .           !
 1970.1!                    *  +              !!           . 0.  .           !
 1970.2!                    +           *     !!           .  .  .   0       !
 1970.3*                          +           !0           .  .  .           !
 1970.4!          +    *                      !!           .  .  0           !
 1971.1!           *      +                   !!          0.  .  .           !
 1971.2!                +     *               !!           .  .  0           !
 1971.3!               *     +                !!          0.  .  .           !
 1971.4!                  +       *           !!           .  .  . 0         !
 1972.1!                  *     +             !!          0.  .  .           !
 1972.2!                    +    *            !!           .  .  0           !
 1972.3!                   *   +              !!           .0 .  .           !
 1972.4!            *        +                !!         0 .  .  .           !
 1973.1!             *    +                   !!           0  .  .           !
 1973.2!       *        +                     !!         0 .  .  .           !
 1973.3!           +        *                 !!           .  .  . 0         !
 1973.4!                 +      *             !!           .  .  .0          !
 1974.1!                    +    *            !!           .  .  0           !
 1974.2!                     *+               !!           . 0.  .           !
 1974.3!                   *+                 !!           . 0.  .           !
 1974.4!                  *+                  !!           .  0  .           !
 1975.1!                 +*                   !!           .  0  .           !
 1975.2!                 +            *       !!           .  .  .   0       !
 1975.3!            *           +             !!       0   .  .  .           !
 1975.4!                + *                   !!           .  . 0.           !
 1976.1!                  +    *              !!           .  .  0           !
 1976.2!                   +*                 !!           .  0  .           !
 1976.3!                * +                   !!           . 0.  .           !
 1976.4!                +      *              !!           .  .  .0          !
 1977.1!                   +                  !!           .  0  .           !
 1977.2!                 *+                   !!           . 0.  .           !
 1977.3!        *        +                    !!         0 .  .  .           !
 1977.4!             * +                      !!           . 0.  .           !
 1978.1!          *      +                    !!          0.  .  .           !
 1978.2!               +*                     !!           .  0  .           !
 1978.3!                  +  *                !!           .  . 0.           !
 1978.4!                    +           *     !!           .  .  .  0        !
 1979.1!                         +      *     !!           .  .  .0          !
 1979.2!                          +*          !!           .  .0 .           !
 1979.3!                       +*             !!           .  .0 .           !
 1979.4!                      +     *         !!           .  .  0           !
 1980.1!                        +   *         !!           .  . 0.           !
 1980.2!                      * +             !!           . 0.  .           !
 1980.3!                     +  *             !!           .  . 0.           !
 1980.4!                       +     *        !!           .  .  .0          !
 1981.1!                         +            !!           .  0  .           !
 1981.2!                       +       *      !!           .  .  .0          !
 1981.3!                 *         +          !!         0 .  .  .           !
 1981.4!                    +    *            !!           .  .  0           !
 1982.1!                        +   *         !!           .  . 0.           !
 1982.2!                         +*           !!           .  0  .           !
 1982.3!                  *     +             !!           0  .  .           !
 1982.4!                      +   *           !!           .  . 0.           !
 1983.1!                          +           *!           .  .  .   0       !
 1983.2!                       *       +      !!         0 .  .  .           !
 1983.3!                        +      *      !!           .  .  .0          !
 1983.4!                            +   *     !!           .  . 0.           !
 1984.1!                    *       +         !!         0 .  .  .           !
 1984.2!                      +*              !!           .  .0 .           !
 1984.3!                      * +             !!           . 0.  .           !
 1984.4!                   *    +             !!           0  .  .           !
 1985.1!              *       +               !!         0 .  .  .           !
 1985.2!                   +   *              !!           .  . 0.           !
 1985.3!                  *    +              !!           0  .  .           !
 1985.4!                     +*               !!           .  .0 .           !
 1986.1!              *       +               !!         0 .  .  .           !
 1986.2!                  +                   !!           .  0  .           !
 1986.3!               *    +                 !!           0  .  .           !
 1986.4!                  +*                  !!           .  0  .           !
 1987.1!             *      +                 !!          0.  .  .           !
 1987.2!                 +*                   !!           .  .0 .           !
 1987.3!           *        +                 !!         0 .  .  .           !
 1987.4!            *   +                     !!           .0 .  .           !
 1988.1!                 + *                  !!           .  .0 .           !
 1988.2!                    +   *             !!           .  .  0           !
 1988.3!             *         +              !!        0  .  .  .           !
 1988.4!                 +*                   !!           .  .0 .           !
 1989.1!                   +  *               !!           .  . 0.           !
 1989.2!                     +                !!           .  0  .           !
 1989.3!              *      +                !!          0.  .  .           !
 1989.4!                + *                   !!           .  .0 .           !
 1990.1!                  +  *                !!           .  .0 .           !
 1990.2!                  * +                 !!           . 0.  .           !
 1990.3!             *    +                   !!           0  .  .           !
 1990.4!                +        *            !!           .  .  . 0         !
 1991.1!                      +    *          !!           .  .  0           !
 1991.2!                       +              !!           .  0  .           !
 1991.3!                 *   +                !!           .0 .  .           !
 1991.4!                  +                   !!           .  0  .           !
 1992.1!                   + *                !!           .  .0 .           !
 1992.2!           *        +                 !!         0 .  .  .           !
 1992.3!               +                      !!           .  0  .           !
 1992.4!               *  +                   !!           . 0.  .           !
 1993.1!                  *+                  !!           . 0.  .           !
 1993.2!                 *  +                 !!           .0 .  .           !
 1993.3!                   *+                 !!           .  0  .           !
 1993.4!                     *+               !!           . 0.  .           !
 1994.1!                    * +               !!           . 0.  .           !
 1994.2!                     +  *             !!           .  .0 .           !
 1994.3!                   *   +              !!           .0 .  .           !
 1994.4!                    +                 !!           .  0  .           !
 1995.1!                    +                 !!           .  0  .           !
 1995.2!                   *+                 !!           .  0  .           !
 1995.3!                 * +                  !!           . 0.  .           !
 1995.4!                 +  *                 !!           .  . 0.           !
 1996.1!                *  +                  !!           . 0.  .           !
 1996.2!                 +                    !!           .  0  .           !
 1996.3!         *        +                   !!         0 .  .  .           !
 1996.4!              +                       !!           .  0  .           !
 1997.1!               * +                    !!           . 0.  .           !
 1997.2!               *  +                   !!           .0 .  .           !
 1997.3!          *       +                   !!         0 .  .  .           !
 1997.4!            *  +                      !!           .0 .  .           !
 1998.1!             *   +                    !!           .0 .  .           !
 1998.2!             *   +                    !!           .0 .  .           !
 1998.3!           *     +                    !!           0  .  .           !
 1998.4!             *  +                     !!           . 0.  .           !
 1999.1!               * +                    !!           . 0.  .           !
 1999.2!            *     +                   !!           0  .  .           !
 1999.3!              *  +                    !!           . 0.  .           !
 1999.4!                  +                   !!           .  0  .           !
 2000.1!                    +       *         !!           .  .  . 0         !
 2000.2!                         +     *      !!           .  .  .0          !
 2000.3!                          +           !!           .  0  .           !
 2000.4!                         +     *      !!           .  .  0           !
 2001.1!                           +       *  !!           .  .  . 0         !
 2001.2!                             +    *   !!           .  .  0           !
 2001.3!                             +*       !!           .  .0 .           !
 2001.4!                           +        * !!           .  .  . 0         !
 2002.1!                             +      * !!           .  .  .0          !
 2002.2!                             +      * !!           .  .  .0          !
 2002.3!                             + *      !!           .  .0 .           !
 2002.4!                          +           *!           .  .  .  0        !
 2003.1!                             +        !!           .  0  .           !
 2003.2!                        +      *      !!           .  .  .0          !
 2003.3!                          +           !!           .  0  .           !
 2003.4!                       +       *      !!           .  .  .0          !
 2004.1!                        *+            !!           . 0.  .           !
 2004.2!                      +  *            !!           .  .0 .           !
 2004.3!                     *+               !!           . 0.  .           !
 2004.4!                     +  *             !!           .  . 0.           !
 2005.1!                     *+               !!           . 0.  .           !
 2005.2!                     +     *          !!           .  .  .0          !
 2005.3!                        +   *         !!           .  . 0.           !
 2005.4!                         + *          !!           .  .0 .           !
 2006.1!                        +    *        !!           .  .  0           !
 2006.2!                         + *          !!           .  .0 .           !
 2006.3!                       *+             !!           .  0  .           !
 2006.4!                      +               !!           .  0  .           !
 2007.1!                    *+                !!           .  0  .           !
 2007.2!                   *+                 !!           .  0  .           !
 2007.3!                   +    *             !!           .  .  0           !
 2007.4!                  *  +                !!           .0 .  .           !
 2008.1!                  +     *             !!           .  .  0           !
 2008.2!                  *  +                !!           .0 .  .           !
 2008.3!               *   +                  !!           .0 .  .           !
 2008.4!                  +       *           !!           .  .  .0          !
 2009.1!                       *+             !!           .  0  .           !
 2009.2!                      +        *      !!           .  .  . 0         !
 2009.3!               *         +            !!        0  .  .  .           !
 2009.4!                  +   *               !!           .  . 0.           !
 2010.1!                     +  *             !!           .  .0 .           !
 2010.2!                    *  +              !!           .0 .  .           !
 2010.3!              *      +                !!          0.  .  .           !
 2010.4!                 +             *      !!           .  .  .    0      !
 2011.1!                          +  *        !!           .  . 0.           !
 2011.2!                   *     +            !!           0  .  .           !
 2011.3!                   *+                 !!           .  0  .           !
 2011.4!                    +*                !!           .  .0 .           !
 2012.1!                     + *              !!           .  .0 .           !
 2012.2!               *      +               !!          0.  .  .           !
 2012.3!          *       +                   !!         0 .  .  .           !
 2012.4!                + *                   !!           .  .0 .           !


     34.57 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGRSA=GRPX$Q/SAPMM;                                                     
 GENR LAAGRSA=LOG(AAGRSA+.00001);                                             
 GENR LAGRSA=LOG(AGRSA+.00001);                                               
 LHS AAGRSA=EXP(LAAGRSA)-.00001;                                              
  EQ 1330 LAAGRSA C LAGRSA(-1) PGRSA;                                         
EQUATION 981  LAAGRSA  
   RHS     C  LAGRSA(-1)  PGRSA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  981 PLOT=0;END;                                                     

Equation number =  981
**********************

Dependent variable = LAAGRSA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.654152207

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.715383927       0.304109266  -2.35239     1.000000
13352 LAGRSA  ( -1)       0.793000496       0.045673122  17.36252    -5.656561
13350 PGRSA   (  0)      -0.472849545       0.313309179  -1.50921     0.958259

SE of equation            =     0.440948891
Sum of squared residuals  =  35.9706460      -0.270254930E-10
Average absolute error    =     0.327970185
Sum of ABS residuals      =  61.6583948    
R squared                 =   0.68178
Durbin-Watson statistic   =   2.59580
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!             *+                       !!          .  0.   .          !
 1966.2!              +  *                    !!          .   . 0 .          !
 1966.3!               * +                    !!          . 0 .   .          !
 1966.4!                +    *                !!          .   .   0          !
 1967.1!                     +  *             !!          .   . 0 .          !
 1967.2!           *           +              !!      0   .   .   .          !
 1967.3!           * +                        !!          .  0.   .          !
 1967.4!           * +                        !!          .  0.   .          !
 1968.1!             + *                      !!          .   .0  .          !
 1968.2!              * +                     !!          .  0.   .          !
 1968.3*               +                      !!  0       .   .   .          !
 1968.4!   +  *                               !!          .   . 0 .          !
 1969.1!        +                             !!          .   0   .          !
 1969.2!      *    +                          !!          .0  .   .          !
 1969.3!       * +                            !!          .  0.   .          !
 1969.4!          +      *                    !!          .   .   .0         !
 1970.1!                  +  *                !!          .   . 0 .          !
 1970.2!              *      +                !!         0.   .   .          !
 1970.3!               +      *               !!          .   .   .0         !
 1970.4!                      + *             !!          .   . 0 .          !
 1971.1!                        +             !!          .   0   .          !
 1971.2!                 *      +             !!          0   .   .          !
 1971.3!                * +                   !!          . 0 .   .          !
 1971.4!               *  +                   !!          . 0 .   .          !
 1972.1!              *  +                    !!          . 0 .   .          !
 1972.2!                +    *                !!          .   .  0.          !
 1972.3!              *      +                !!         0.   .   .          !
 1972.4!              * +                     !!          .  0.   .          !
 1973.1!               +                      !!          .   0   .          !
 1973.2!               +                      !!          .   0   .          !
 1973.3!        *     +                       !!          0   .   .          !
 1973.4!        +   *                         !!          .   .  0.          !
 1974.1!            + *                       !!          .   .0  .          !
 1974.2!               +   *                  !!          .   .  0.          !
 1974.3!                   + *                !!          .   . 0 .          !
 1974.4!                   * +                !!          . 0 .   .          !
 1975.1!                   + *                !!          .   .0  .          !
 1975.2!                  *  +                !!          . 0 .   .          !
 1975.3!                   +      *           !!          .   .   .0         !
 1975.4!                          +    *      !!          .   .   0          !
 1976.1!                             +  *     !!          .   . 0 .          !
 1976.2!                             +      * !!          .   .   .0         !
 1976.3!                                 + *  !!          .   . 0 .          !
 1976.4!                               +   *  !!          .   . 0 .          !
 1977.1!                              *+      !!          .  0.   .          !
 1977.2!                           +   *      !!          .   .  0.          !
 1977.3!                            +   *     !!          .   .  0.          !
 1977.4!                             + *      !!          .   . 0 .          !
 1978.1!                             +*       !!          .   .0  .          !
 1978.2!                            +     *   !!          .   .   .0         !
 1978.3!                               +  *   !!          .   . 0 .          !
 1978.4!                               +    * !!          .   .   0          !
 1979.1!                                +     !!          .   0   .          !
 1979.2!                             +   *    !!          .   .  0.          !
 1979.3!                             *+       !!          .  0.   .          !
 1979.4!                          +      *    !!          .   .   .0         !
 1980.1!                              +       !!          .   0   .          !
 1980.2!                            +    *    !!          .   .   0          !
 1980.3!                               + *    !!          .   . 0 .          !
 1980.4!                              +      *!!          .   .   .0         !
 1981.1!                         *        +   !!        0 .   .   .          !
 1981.2!                        +     *       !!          .   .   .0         !
 1981.3!                            + *       !!          .   .0  .          !
 1981.4!                            +   *     !!          .   .  0.          !
 1982.1!                             +*       !!          .   .0  .          !
 1982.2!                            +   *     !!          .   . 0 .          !
 1982.3!                             +*       !!          .   0   .          !
 1982.4!                            +  *      !!          .   . 0 .          !
 1983.1!                              + *     !!          .   . 0 .          !
 1983.2!                              +  *    !!          .   .  0.          !
 1983.3!                              *+      !!          .  0.   .          !
 1983.4!                             +        *!          .   .   .  0       !
 1984.1!                              *    +  !!          .0  .   .          !
 1984.2!                             +     *  !!          .   .   0          !
 1984.3!                             *  +     !!          . 0 .   .          !
 1984.4!                           +       *  !!          .   .   .0         !
 1985.1!                               *+     !!          .  0.   .          !
 1985.2!                             +   *    !!          .   .  0.          !
 1985.3!                              +       !!          .   0   .          !
 1985.4!                             +   *    !!          .   .  0.          !
 1986.1!                               + *    !!          .   .0  .          !
 1986.2!                               +  *   !!          .   .  0.          !
 1986.3!                                +     !!          .   0   .          !
 1986.4!                            * +       !!          .  0.   .          !
 1987.1!                           +          !!          .   0   .          !
 1987.2!                          +*          !!          .   .0  .          !
 1987.3!                          +   *       !!          .   .  0.          !
 1987.4!                            +*        !!          .   .0  .          !
 1988.1!              *             +         !!    0     .   .   .          !
 1988.2!               +    *                 !!          .   .  0.          !
 1988.3!                    +  *              !!          .   . 0 .          !
 1988.4!                      *+              !!          .   0   .          !
 1989.1!                    * +               !!          . 0 .   .          !
 1989.2!                    +  *              !!          .   . 0 .          !
 1989.3!                       +  *           !!          .   . 0 .          !
 1989.4!                         + *          !!          .   . 0 .          !
 1990.1!                          +           !!          .   0   .          !
 1990.2!                         +            !!          .  0.   .          !
 1990.3!                    *   +             !!          .0  .   .          !
 1990.4!                    +  *              !!          .   . 0 .          !
 1991.1!                    *  +              !!          . 0 .   .          !
 1991.2!                   *+                 !!          .  0.   .          !
 1991.3!                    + *               !!          .   .0  .          !
 1991.4!                      +  *            !!          .   . 0 .          !
 1992.1!                       *+             !!          .  0.   .          !
 1992.2!                  *    +              !!          0   .   .          !
 1992.3!                   +     *            !!          .   .   .0         !
 1992.4!                         +            !!          .   0   .          !
 1993.1!                    *   +             !!          .0  .   .          !
 1993.2!                    +      *          !!          .   .   .0         !
 1993.3!                         *+           !!          .  0.   .          !
 1993.4!                         +  *         !!          .   . 0 .          !
 1994.1!                       *   +          !!          .0  .   .          !
 1994.2!                        +      *      !!          .   .   .0         !
 1994.3!                        *    +        !!          0   .   .          !
 1994.4!                        +    *        !!          .   .   0          !
 1995.1!                   *        +         !!        0 .   .   .          !
 1995.2!                    +                 !!          .   0   .          !
 1995.3!                  *  +                !!          . 0 .   .          !
 1995.4!                *  +                  !!          . 0 .   .          !
 1996.1!                 +    *               !!          .   .   0          !
 1996.2!                      +               !!          .   .0  .          !
 1996.3!                 *    +               !!          .0  .   .          !
 1996.4!                  +  *                !!          .   . 0 .          !
 1997.1!                  *  +                !!          .0  .   .          !
 1997.2!                 * +                  !!          .  0.   .          !
 1997.3!                 *+                   !!          .  0.   .          !
 1997.4!                * +                   !!          . 0 .   .          !
 1998.1!               * +                    !!          . 0 .   .          !
 1998.2!               *+                     !!          .  0.   .          !
 1998.3!               *+                     !!          .  0.   .          !
 1998.4!              * +                     !!          . 0 .   .          !
 1999.1!             *  +                     !!          . 0 .   .          !
 1999.2!               +                      !!          .   0   .          !
 1999.3!            *   +                     !!          .0  .   .          !
 1999.4!              +  *                    !!          .   . 0 .          !
 2000.1!               *   +                  !!          . 0 .   .          !
 2000.2!                *+                    !!          .   0   .          !
 2000.3!         *        +                   !!       0  .   .   .          !
 2000.4!           +      *                   !!          .   .   .0         !
 2001.1!                   +*                 !!          .   .0  .          !
 2001.2!              *      +                !!         0.   .   .          !
 2001.3!  *             +                     !!    0     .   .   .          !
 2001.4!      +           *                   !!          .   .   .    0     !
 2002.1!                   +     *            !!          .   .   0          !
 2002.2!              *         +             !!       0  .   .   .          !
 2002.3!         *     +                      !!          0   .   .          !
 2002.4!            +  *                      !!          .   . 0 .          !
 2003.1!            *   +                     !!          .0  .   .          !
 2003.2!            *+                        !!          .  0.   .          !
 2003.3!         *   +                        !!          .0  .   .          !
 2003.4!           +*                         !!          .   .0  .          !
 2004.1!          *  +                        !!          . 0 .   .          !
 2004.2!            +                         !!          .   0   .          !
 2004.3!      *      +                        !!         0.   .   .          !
 2004.4!         +*                           !!          .   .0  .          !
 2005.1!         *  +                         !!          . 0 .   .          !
 2005.2!           +                          !!          .   0   .          !
 2005.3!           *+                         !!          .  0.   .          !
 2005.4!        *   +                         !!          .0  .   .          !
 2006.1!       *  +                           !!          . 0 .   .          !
 2006.2!      *  +                            !!          . 0 .   .          !
 2006.3!      * +                             !!          . 0 .   .          !
 2006.4!    *   +                             !!          .0  .   .          !
 2007.1!       +                              !!          .   0   .          !
 2007.2!      *  +                            !!          . 0 .   .          !
 2007.3!        +                             !!          .   0   .          !
 2007.4!         +         *                  !!          .   .   .  0       !
 2008.1!    *             +                   !!    0     .   .   .          !
 2008.2!      +           *                   !!          .   .   .    0     !
 2008.3!             *   +                    !!          .0  .   .          !
 2008.4! *           +                        !!     0    .   .   .          !
 2009.1!    +*                                !!          .   0   .          !
 2009.2!   *   +                              !!          .0  .   .          !
 2009.3!*    +                                !!          0   .   .          !
 2009.4!   + *                                !!          .   . 0 .          !
 2010.1!      *+                              !!          .  0.   .          !
 2010.2!        +     *                       !!          .   .   0          !
 2010.3!     *        +                       !!       0  .   .   .          !
 2010.4!       + *                            !!          .   . 0 .          !
 2011.1!          +   *                       !!          .   .  0.          !
 2011.2!              +       *               !!          .   .   .0         !
 2011.3!        *           +                 !!     0    .   .   .          !
 2011.4!         +      *                     !!          .   .   .0         !
 2012.1!               +         *            !!          .   .   .  0       !
 2012.2!  *                    +              !0          .   .   .          !
 2012.3!     +                *               !!          .   .   .        0 !
 2012.4!                  * +                 !!          . 0 .   .          !


     26.60 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@EQ  1331 LAAIRSA C LAIRSA(-1) PIRSA;SMPL 1969.4 2012.4;OLS;EST 1331 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOSA=POPX$Q/SAPMM;                                                     
 GENR LAAPOSA=LOG(AAPOSA+.00001);                                             
 GENR LAPOSA=LOG(APOSA+.00001);                                               
 LHS AAPOSA=EXP(LAAPOSA)-.00001;                                              
  EQ 1332 LAAPOSA C LAPOSA(-1) PPOSA;                                         
EQUATION 982  LAAPOSA  
   RHS     C  LAPOSA(-1)  PPOSA  
 SMPL 1978.4 2012.4;                                                          
Sample period is now  1978.4 to  2012.4 Internally:   108 to   244
 OLS;EST  982 PLOT=0;END;                                                     

Equation number =  982
**********************

Dependent variable = LAAPOSA 

 1978.4 -   2012.4,    0 missing obs.,  137 obs. used.

Mean of dependent variable       -7.049667542

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.864731514       0.462405896  -1.87007     1.000000
13355 LAPOSA  ( -1)       0.810425258       0.046970038  17.25409    -7.063254
13353 PPOSA   (  0)      -0.420832326       0.338416178  -1.24353     1.094727

SE of equation            =     0.311272282
Sum of squared residuals  =  12.9833181       0.301945136E-10
Average absolute error    =     0.227068151
Sum of ABS residuals      =  31.1083367    
R squared                 =   0.69904
Durbin-Watson statistic   =   2.58832
SMPL and No. Obs.         = 1978.4   2012.4    137

Plot of actual(*) and fitted(+) values and residuals(0)


 1978.4! *    +                               !!         0.   .   .          !
 1979.1!*    +                                !!          0   .   .          !
 1979.2!    +    *                            !!          .   .   0          !
 1979.3!         *  +                         !!          .0  .   .          !
 1979.4*           +                          !!   0      .   .   .          !
 1980.1!    +     *                           !!          .   .   .0         !
 1980.2!            + *                       !!          .   . 0 .          !
 1980.3!                +*                    !!          .   .0  .          !
 1980.4!           *      +                   !!       0  .   .   .          !
 1981.1!           * +                        !!          . 0 .   .          !
 1981.2!             + *                      !!          .   . 0 .          !
 1981.3!              * +                     !!          .  0.   .          !
 1981.4!               +*                     !!          .   0   .          !
 1982.1!            *    +                    !!          0   .   .          !
 1982.2!    *        +                        !!     0    .   .   .          !
 1982.3!     * +                              !!          . 0 .   .          !
 1982.4!       +                              !!          .   0   .          !
 1983.1!         +                            !!          .   0   .          !
 1983.2!          *+                          !!          .   0   .          !
 1983.3!     *      +                         !!        0 .   .   .          !
 1983.4!       +   *                          !!          .   .  0.          !
 1984.1!           *+                         !!          .  0.   .          !
 1984.2!            +  *                      !!          .   .  0.          !
 1984.3!          *    +                      !!         0.   .   .          !
 1984.4!           +      *                   !!          .   .   . 0        !
 1985.1!              *  +                    !!          .0  .   .          !
 1985.2!             *+                       !!          .  0.   .          !
 1985.3!        *     +                       !!         0.   .   .          !
 1985.4!         *+                           !!          .  0.   .          !
 1986.1!          *+                          !!          .  0.   .          !
 1986.2!            +  *                      !!          .   .   0          !
 1986.3!            *   +                     !!          0   .   .          !
 1986.4!             +                        !!          .   0   .          !
 1987.1!      *       +                       !!      0   .   .   .          !
 1987.2!         +      *                     !!          .   .   .  0       !
 1987.3!             *   +                    !!          0   .   .          !
 1987.4!               +                      !!          .   0   .          !
 1988.1!                +   *                 !!          .   .   0          !
 1988.2!                     +                !!          .   0   .          !
 1988.3!          *          +                !!    0     .   .   .          !
 1988.4!            +   *                     !!          .   .   0          !
 1989.1!             *   +                    !!          0   .   .          !
 1989.2!              + *                     !!          .   . 0 .          !
 1989.3!        *        +                    !!     0    .   .   .          !
 1989.4!          +         *                 !!          .   .   .    0     !
 1990.1!                    +                 !!          .  0.   .          !
 1990.2!                *   +                 !!          0   .   .          !
 1990.3!             *   +                    !!          0   .   .          !
 1990.4!               +   *                  !!          .   .  0.          !
 1991.1!              *     +                 !!         0.   .   .          !
 1991.2!                +*                    !!          .   .0  .          !
 1991.3!                  +  *                !!          .   .  0.          !
 1991.4!                    *+                !!          .  0.   .          !
 1992.1!                     +   *            !!          .   .   0          !
 1992.2!                    *    +            !!         0.   .   .          !
 1992.3!                   * +                !!          . 0 .   .          !
 1992.4!                    +                 !!          .   0   .          !
 1993.1!                    +   *             !!          .   .  0.          !
 1993.2!                       +              !!          .   0   .          !
 1993.3!                     * +              !!          . 0 .   .          !
 1993.4!                     +  *             !!          .   . 0 .          !
 1994.1!                       +    *         !!          .   .   0          !
 1994.2!                         * +          !!          . 0 .   .          !
 1994.3!                        +   *         !!          .   .  0.          !
 1994.4!                           +          !!          .   0   .          !
 1995.1!                          + *         !!          .   . 0 .          !
 1995.2!                     *     +          !!        0 .   .   .          !
 1995.3!                     +   *            !!          .   .   0          !
 1995.4!                         + *          !!          .   . 0 .          !
 1996.1!                          +  *        !!          .   .  0.          !
 1996.2!                          * +         !!          . 0 .   .          !
 1996.3!                       * +            !!          . 0 .   .          !
 1996.4!                       +    *         !!          .   .   0          !
 1997.1!                       *  +           !!          .0  .   .          !
 1997.2!                       +   *          !!          .   .   0          !
 1997.3!                         + *          !!          .   .0  .          !
 1997.4!                        *+            !!          .  0.   .          !
 1998.1!                      * +             !!          . 0 .   .          !
 1998.2!                     +  *             !!          .   . 0 .          !
 1998.3!                       +*             !!          .   .0  .          !
 1998.4!                       +*             !!          .   .0  .          !
 1999.1!                       +              !!          .   0   .          !
 1999.2!                      +  *            !!          .   .  0.          !
 1999.3!                        +*            !!          .   .0  .          !
 1999.4!                        +     *       !!          .   .   .0         !
 2000.1!                           *+         !!          .  0.   .          !
 2000.2!                         +   *        !!          .   .  0.          !
 2000.3!                       *   +          !!          .0  .   .          !
 2000.4!                      +    *          !!          .   .   0          !
 2001.1!                         +  *         !!          .   .  0.          !
 2001.2!                         *+           !!          .  0.   .          !
 2001.3!                        +    *        !!          .   .   .0         !
 2001.4!                           + *        !!          .   .  0.          !
 2002.1!                        *  +          !!          .0  .   .          !
 2002.2!                      + *             !!          .   . 0 .          !
 2002.3!                       +   *          !!          .   .  0.          !
 2002.4!                         +  *         !!          .   . 0 .          !
 2003.1!                          +*          !!          .   .0  .          !
 2003.2!                          +           !!          .   0   .          !
 2003.3!                         +   *        !!          .   .   0          !
 2003.4!                           +   *      !!          .   .  0.          !
 2004.1!                            *+        !!          .  0.   .          !
 2004.2!                           +*         !!          .   .0  .          !
 2004.3!                          + *         !!          .   . 0 .          !
 2004.4!                           +  *       !!          .   .  0.          !
 2005.1!                             +        !!          .   0   .          !
 2005.2!                            +         !!          .   0   .          !
 2005.3!                           +          !!          .   0   .          !
 2005.4!                        * +           !!          .  0.   .          !
 2006.1!                        +             !!          .   0   .          !
 2006.2!                      * +             !!          .  0.   .          !
 2006.3!                      + *             !!          .   .0  .          !
 2006.4!                       +              !!          .   0   .          !
 2007.1!                     * +              !!          . 0 .   .          !
 2007.2!                    *+                !!          .  0.   .          !
 2007.3!                    *+                !!          .  0.   .          !
 2007.4!                    +*                !!          .   .0  .          !
 2008.1!                      +               *!          .   .   .          0
 2008.2!                       *           +  !!   0      .   .   .          !
 2008.3!                       +*             !!          .   .0  .          !
 2008.4!                       *+             !!          .   0   .          !
 2009.1!                       +              !!          .   0   .          !
 2009.2!                       +*             !!          .   .0  .          !
 2009.3!                        +*            !!          .   0   .          !
 2009.4!                        +*            !!          .   .0  .          !
 2010.1!                         +*           !!          .   .0  .          !
 2010.2!                       * +            !!          . 0 .   .          !
 2010.3!                    *  +              !!          .0  .   .          !
 2010.4!                    +   *             !!          .   .  0.          !
 2011.1!                        +   *         !!          .   .  0.          !
 2011.2!                       *   +          !!          0   .   .          !
 2011.3!                      *+              !!          .  0.   .          !
 2011.4!                      +   *           !!          .   .   0          !
 2012.1!                        * +           !!          . 0 .   .          !
 2012.2!                      *+              !!          .  0.   .          !
 2012.3!                      +       *       !!          .   .   .  0       !
 2012.4!                           *+         !!          . 0 .   .          !


     25.55 percent of the residuals exceed 1 SE
      5.84 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPSA=SPPX$Q/SAPMM;                                                     
 GENR LAASPSA=LOG(AASPSA+.00001);                                             
 GENR LASPSA=LOG(ASPSA+.00001);                                               
 LHS AASPSA=EXP(LAASPSA)-.00001;                                              
  EQ 1333 LAASPSA C LASPSA(-1) PSPSA;                                         
EQUATION 983  LAASPSA  
   RHS     C  LASPSA(-1)  PSPSA  
 SMPL 1971.1 2012.4;                                                          
Sample period is now  1971.1 to  2012.4 Internally:    77 to   244
 OLS;EST  983 PLOT=0;END;                                                     

Equation number =  983
**********************

Dependent variable = LAASPSA 

 1971.1 -   2012.4,    0 missing obs.,  168 obs. used.

Mean of dependent variable       -4.338020254

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.056218354       0.147373584  -0.38147     1.000000
13358 LASPSA  ( -1)       0.853171478       0.041991936  20.31751    -4.344882
13356 PSPSA   (  0)      -0.549152818       0.225740405  -2.43267     1.046836

SE of equation            =     0.198333282
Sum of squared residuals  =  6.49045500       0.267625921E-10
Average absolute error    =     0.151440572
Sum of ABS residuals      =  25.4420160    
R squared                 =   0.88663
Durbin-Watson statistic   =   2.62840
SMPL and No. Obs.         = 1971.1   2012.4    168

Plot of actual(*) and fitted(+) values and residuals(0)


 1971.1!               *+                     !!          .  0.   .          !
 1971.2!                +                     !!          .   0   .          !
 1971.3!              *  +                    !!          0   .   .          !
 1971.4!             * +                      !!          .0  .   .          !
 1972.1!           *  +                       !!          0   .   .          !
 1972.2!         *   +                        !!         0.   .   .          !
 1972.3!        *  +                          !!          0   .   .          !
 1972.4!       *  +                           !!          0   .   .          !
 1973.1!   *     +                            !!      0   .   .   .          !
 1973.2!  *  +                                !!          0   .   .          !
 1973.3*  +                                   !!         0.   .   .          !
 1973.4!+      *                              !!          .   .   .     0    !
 1974.1!       *+                             !!          .   0   .          !
 1974.2!         +                            !!          .   0   .          !
 1974.3!       *   +                          !!         0.   .   .          !
 1974.4!        +   *                         !!          .   .   .0         !
 1975.1!           * +                        !!          0   .   .          !
 1975.2!            + *                       !!          .   . 0 .          !
 1975.3!               + *                    !!          .   .  0.          !
 1975.4!             *    +                   !!        0 .   .   .          !
 1976.1!           *   +                      !!        0 .   .   .          !
 1976.2!            +*                        !!          .   .0  .          !
 1976.3!               +   *                  !!          .   .   . 0        !
 1976.4!              *     +                 !!       0  .   .   .          !
 1977.1!               *+                     !!          .  0.   .          !
 1977.2!                +    *                !!          .   .   .0         !
 1977.3!                     *+               !!          .  0.   .          !
 1977.4!                     *+               !!          .  0.   .          !
 1978.1!                     *+               !!          . 0 .   .          !
 1978.2!                      +   *           !!          .   .   . 0        !
 1978.3!                          *+          !!          .  0.   .          !
 1978.4!                        * +           !!          . 0 .   .          !
 1979.1!                        +   *         !!          .   .   0          !
 1979.2!                           + *        !!          .   .  0.          !
 1979.3!                             + *      !!          .   .  0.          !
 1979.4!                              +*      !!          .   . 0 .          !
 1980.1!                              +       !!          .  0.   .          !
 1980.2!                             +  *     !!          .   .  0.          !
 1980.3!                               +      !!          .   0   .          !
 1980.4!                               +*     !!          .   . 0 .          !
 1981.1!                              *  +    !!          .0  .   .          !
 1981.2!                              +*      !!          .   0   .          !
 1981.3!                               + *    !!          .   .  0.          !
 1981.4!                                * +   !!          . 0 .   .          !
 1982.1!                                +*    !!          .   .0  .          !
 1982.2!                              *  +    !!          0   .   .          !
 1982.3!                            *  +      !!          .0  .   .          !
 1982.4!                              +  *    !!          .   .   .0         !
 1983.1!                                * +   !!          .0  .   .          !
 1983.2!                                 +  * !!          .   .   0          !
 1983.3!                               *    + !!       0  .   .   .          !
 1983.4!                                + *   !!          .   .  0.          !
 1984.1!                                   +  !!          .   .0  .          !
 1984.2!                                   +  *!          .   .  0.          !
 1984.3!                                 *    +!         0.   .   .          !
 1984.4!                                  + * !!          .   .  0.          !
 1985.1!                                  * + !!          .0  .   .          !
 1985.2!                                  +*  !!          .   . 0 .          !
 1985.3!                                   +  !!          .   0   .          !
 1985.4!                                   +  *!          .   .  0.          !
 1986.1!                                  *  +!!         0.   .   .          !
 1986.2!                                  + * !!          .   .  0.          !
 1986.3!                            *       + !!    0     .   .   .          !
 1986.4!                             +    *   !!          .   .   . 0        !
 1987.1!                                * +   !!          .0  .   .          !
 1987.2!                               *+     !!          .   0   .          !
 1987.3!                              *+      !!          .  0.   .          !
 1987.4!                              + *     !!          .   .  0.          !
 1988.1!                                +    *!!          .   .   .  0       !
 1988.2!                                   *+ !!          . 0 .   .          !
 1988.3!                               *  +   !!          .0  .   .          !
 1988.4!                               +*     !!          .   .0  .          !
 1989.1!                             * +      !!          .0  .   .          !
 1989.2!                             +       *!!          .   .   .       0  !
 1989.3!                        *           + !0          .   .   .          !
 1989.4!                         +  *         !!          .   .   .0         !
 1990.1!                            +   *     !!          .   .   .0         !
 1990.2!                               +      !!          .   0   .          !
 1990.3!                           * +        !!          .0  .   .          !
 1990.4!                         *+           !!          . 0 .   .          !
 1991.1!                     *   +            !!        0 .   .   .          !
 1991.2!                     +    *           !!          .   .   . 0        !
 1991.3!                          +           !!          .  0.   .          !
 1991.4!                          +           !!          .   .0  .          !
 1992.1!                          + *         !!          .   .  0.          !
 1992.2!                          * +         !!          . 0 .   .          !
 1992.3!                          +           !!          .   0   .          !
 1992.4!                          +  *        !!          .   .   0          !
 1993.1!                             + *      !!          .   .  0.          !
 1993.2!                           *   +      !!         0.   .   .          !
 1993.3!                            +*        !!          .   .0  .          !
 1993.4!                              +*      !!          .   . 0 .          !
 1994.1!                                +     !!          .   .0  .          !
 1994.2!                                + *   !!          .   . 0 .          !
 1994.3!                                  +   !!          .   .0  .          !
 1994.4!                                  +   !!          .   0   .          !
 1995.1!                                  +   !!          .   0   .          !
 1995.2!                               *  +   !!          0   .   .          !
 1995.3!                              +       !!          .  0.   .          !
 1995.4!                             + *      !!          .   . 0 .          !
 1996.1!                               +      !!          .   .0  .          !
 1996.2!                               +      !!          .   0   .          !
 1996.3!                           *   +      !!          0   .   .          !
 1996.4!                            +   *     !!          .   .   .0         !
 1997.1!                               *+     !!          .  0.   .          !
 1997.2!                             * +      !!          . 0 .   .          !
 1997.3!                            * +       !!          . 0 .   .          !
 1997.4!                             +  *     !!          .   .   0          !
 1998.1!                             *  +     !!          0   .   .          !
 1998.2!                             + *      !!          .   . 0 .          !
 1998.3!                               +      !!          .   0   .          !
 1998.4!                              +    *  !!          .   .   . 0        !
 1999.1!                                   +  !!          .   0   .          !
 1999.2!                                  +   !!          .   0   .          !
 1999.3!                                 *+   !!          . 0 .   .          !
 1999.4!                                 +*   !!          .   . 0 .          !
 2000.1!                                 *+   !!          . 0 .   .          !
 2000.2!                                  +   !!          .   0   .          !
 2000.3!                                 *+   !!          . 0 .   .          !
 2000.4!                                 +  * !!          .   .   .0         !
 2001.1!                                   *+ !!          .  0.   .          !
 2001.2!                                 * +  !!          .0  .   .          !
 2001.3!                                 + *  !!          .   . 0 .          !
 2001.4!                                   +* !!          .   . 0 .          !
 2002.1!                                *   + !!         0.   .   .          !
 2002.2!                                +     !!          .  0.   .          !
 2002.3!                               *+     !!          .  0.   .          !
 2002.4!                               + *    !!          .   . 0 .          !
 2003.1!                               * +    !!          . 0 .   .          !
 2003.2!                               +*     !!          .   . 0 .          !
 2003.3!                              * +     !!          . 0 .   .          !
 2003.4!                              +  *    !!          .   .   0          !
 2004.1!                             *  +     !!          0   .   .          !
 2004.2!                             +*       !!          .   .0  .          !
 2004.3!                              +  *    !!          .   .   .0         !
 2004.4!                               *+     !!          . 0 .   .          !
 2005.1!                              +*      !!          .   .0  .          !
 2005.2!                             *+       !!          .  0.   .          !
 2005.3!                             +*       !!          .   .0  .          !
 2005.4!                             *+       !!          .  0.   .          !
 2006.1!                            *+        !!          .   0   .          !
 2006.2!                            +         !!          .   0   .          !
 2006.3!                            +         !!          .   0   .          !
 2006.4!                            + *       !!          .   .  0.          !
 2007.1!                             + *      !!          .   . 0 .          !
 2007.2!                             *+       !!          .  0.   .          !
 2007.3!                            +*        !!          .   .0  .          !
 2007.4!                            +  *      !!          .   .   0          !
 2008.1!                           *  +       !!          0   .   .          !
 2008.2!                          + *         !!          .   . 0 .          !
 2008.3!                           + *        !!          .   . 0 .          !
 2008.4!                             +        !!          .   0   .          !
 2009.1!                            +*        !!          .   .0  .          !
 2009.2!                            *+        !!          .   0   .          !
 2009.3!                            + *       !!          .   .  0.          !
 2009.4!                            *+        !!          .  0.   .          !
 2010.1!                            +*        !!          .   .0  .          !
 2010.2!                             +*       !!          .   . 0 .          !
 2010.3!                             *+       !!          .  0.   .          !
 2010.4!                             +*       !!          .   . 0 .          !
 2011.1!                            * +       !!          . 0 .   .          !
 2011.2!                            +  *      !!          .   .   0          !
 2011.3!                               +*     !!          .   .0  .          !
 2011.4!                               +*     !!          .   . 0 .          !
 2012.1!                               *+     !!          . 0 .   .          !
 2012.2!                              +       !!          .   0   .          !
 2012.3!                              +       !!          .   .0  .          !
 2012.4!                              +*      !!          .   .0  .          !


     29.17 percent of the residuals exceed 1 SE
      3.57 percent of the residuals exceed 2 SE
@EQ  1334 LAANZSA C LANZSA(-1) PNZSA;SMPL 1975.3 2012.4;OLS;EST 1334 PLOT=0;EN
@@EQ 1335 LAAVESA C LAVESA(-1) PVESA;SMPL 2000.3 2012.4;OLS;EST 1335 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCOSA=COPX$Q/SAPMM;                                                     
 GENR LAACOSA=LOG(AACOSA+.00001);                                             
 GENR LACOSA=LOG(ACOSA+.00001);                                               
 LHS AACOSA=EXP(LAACOSA)-.00001;                                              
  EQ 1336 LAACOSA C LACOSA(-1) PCOSA;                                         
EQUATION 984  LAACOSA  
   RHS     C  LACOSA(-1)  PCOSA  
 SMPL 1983.2 2012.4;                                                          
Sample period is now  1983.2 to  2012.4 Internally:   126 to   244
 OLS;EST  984 PLOT=0;END;                                                     

Equation number =  984
**********************

Dependent variable = LAACOSA 

 1983.2 -   2012.4,    0 missing obs.,  119 obs. used.

Mean of dependent variable       -8.962023228

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.650421462       0.254331760  -2.55737     1.000000
13361 LACOSA  ( -1)       0.848864321       0.040831589  20.78940    -8.968235
13359 PCOSA   (  0)      -0.587660787       0.182751938  -3.21562     1.189100

SE of equation            =     0.378468410
Sum of squared residuals  =  16.6156471       0.385114163E-11
Average absolute error    =     0.223591194
Sum of ABS residuals      =  26.6073521    
R squared                 =   0.91176
Durbin-Watson statistic   =   1.94036
SMPL and No. Obs.         = 1983.2   2012.4    119

Plot of actual(*) and fitted(+) values and residuals(0)


 1983.2!     +     *                          !!           .  .  .   0       !
 1983.3!          +  *                        !!           .  .  .0          !
 1983.4!           + *                        !!           .  . 0.           !
 1984.1*           +                          !!0          .  .  .           !
 1984.2+                                      !!           .  0  .           !
 1984.3+                                      !!           .  0  .           !
 1984.4+                                      !!           .  0  .           !
 1985.1+   *                                  !!           .  .  .0          !
 1985.2!  + *                                 !!           .  .0 .           !
 1985.3!   *+                                 !!           .  0  .           !
 1985.4!   +*                                 !!           .  .0 .           !
 1986.1!  +*                                  !!           .  .0 .           !
 1986.2!  +*                                  !!           .  .0 .           !
 1986.3!   +*                                 !!           .  .0 .           !
 1986.4!    +                                 !!           .  0  .           !
 1987.1!      +          *                    !!           .  .  .         0 !
 1987.2!                 +                    !!           .  0  .           !
 1987.3!                 +*                   !!           .  .0 .           !
 1987.4!                 +                    !!           . 0.  .           !
 1988.1!                 +       *            !!           .  .  .      0    !
 1988.2!                     *  +             !!           0  .  .           !
 1988.3!                     +*               !!           .  . 0.           !
 1988.4!                   *  +               !!           0  .  .           !
 1989.1!                  *+                  !!           . 0.  .           !
 1989.2!                 +*                   !!           .  .0 .           !
 1989.3!                   +                  !!           .  0  .           !
 1989.4!                    +                 !!           .  0  .           !
 1990.1!                     +       *        !!           .  .  .      0    !
 1990.2!                             +        !!           .  .0 .           !
 1990.3!                             +*       !!           .  . 0.           !
 1990.4!                             + *      !!           .  . 0.           !
 1991.1!                              +  *    !!           .  .  .0          !
 1991.2!                                + *   !!           .  . 0.           !
 1991.3!                                +*    !!           .  0  .           !
 1991.4!                                +*    !!           .  . 0.           !
 1992.1!                                 +  * !!           .  .  .0          !
 1992.2!                                   + *!!           .  . 0.           !
 1992.3!                                    + *!           .  . 0.           !
 1992.4!                                    +*!!           .  .0 .           !
 1993.1!                                   *+ !!           . 0.  .           !
 1993.2!                                  +*  !!           .  .0 .           !
 1993.3!                                  +*  !!           .  .0 .           !
 1993.4!                                  +*  !!           .  .0 .           !
 1994.1!                                  +   *!           .  .  . 0         !
 1994.2!                                    +*!!           .  .0 .           !
 1994.3!                                  +   !!           .  0  .           !
 1994.4!                               +   *  !!           .  .  .0          !
 1995.1!                   *            +     !0           .  .  .           !
 1995.2!                   +*                 !!           .  0  .           !
 1995.3!                    +                 !!           .  0  .           !
 1995.4!                     +                !!           .  0  .           !
 1996.1!                     + *              !!           .  . 0.           !
 1996.2!                       +*             !!           .  .0 .           !
 1996.3!                      * +             !!           .0 .  .           !
 1996.4!                      +*              !!           .  .0 .           !
 1997.1!                  *    +              !!         0 .  .  .           !
 1997.2!                  +*                  !!           .  .0 .           !
 1997.3!                  *+                  !!           .  0  .           !
 1997.4!                  +                   !!           .  0  .           !
 1998.1!                  +                   !!           .  0  .           !
 1998.2!                  +*                  !!           .  .0 .           !
 1998.3!                   +                  !!           .  0  .           !
 1998.4!                   *+                 !!           . 0.  .           !
 1999.1!                   + *                !!           .  .0 .           !
 1999.2!                     +*               !!           .  .0 .           !
 1999.3!                      +*              !!           .  .0 .           !
 1999.4!                      +*              !!           .  0  .           !
 2000.1!                     *+               !!           . 0.  .           !
 2000.2!                     +*               !!           .  .0 .           !
 2000.3!                     +*               !!           .  .0 .           !
 2000.4!                      +               !!           .  .0 .           !
 2001.1!                  *   +               !!         0 .  .  .           !
 2001.2!                  +                   !!           . 0.  .           !
 2001.3!                  *+                  !!           .  0  .           !
 2001.4!                  *+                  !!           . 0.  .           !
 2002.1!                   +                  !!           .  0  .           !
 2002.2!                   +                  !!           . 0.  .           !
 2002.3!                   *+                 !!           . 0.  .           !
 2002.4!                   *+                 !!           .  0  .           !
 2003.1!                *   +                 !!         0 .  .  .           !
 2003.2!                 *+                   !!           . 0.  .           !
 2003.3!                 *+                   !!           .0 .  .           !
 2003.4!                 *+                   !!           . 0.  .           !
 2004.1!             *    +                   !!        0  .  .  .           !
 2004.2!             *+                       !!           . 0.  .           !
 2004.3!              *+                      !!           . 0.  .           !
 2004.4!              *+                      !!           .0 .  .           !
 2005.1!               +                      !!           .  0  .           !
 2005.2!                +                     !!           . 0.  .           !
 2005.3!               * +                    !!           . 0.  .           !
 2005.4!               *+                     !!           . 0.  .           !
 2006.1!              * +                     !!           .0 .  .           !
 2006.2!              *+                      !!           . 0.  .           !
 2006.3!              *+                      !!           . 0.  .           !
 2006.4!              *+                      !!           . 0.  .           !
 2007.1!             * +                      !!           0  .  .           !
 2007.2!             *+                       !!           . 0.  .           !
 2007.3!             *+                       !!           . 0.  .           !
 2007.4!             *+                       !!           . 0.  .           !
 2008.1!         *    +                       !!        0  .  .  .           !
 2008.2!         *+                           !!           . 0.  .           !
 2008.3!        * +                           !!           .0 .  .           !
 2008.4!        *+                            !!           . 0.  .           !
 2009.1!          +*                          !!           .  . 0.           !
 2009.2!          * +                         !!           .0 .  .           !
 2009.3!          *+                          !!           . 0.  .           !
 2009.4!          +                           !!           .  0  .           !
 2010.1!        *  +                          !!          0.  .  .           !
 2010.2!       *+                             !!           . 0.  .           !
 2010.3!       *+                             !!           . 0.  .           !
 2010.4!        +                             !!           .  0  .           !
 2011.1!         +   *                        !!           .  .  . 0         !
 2011.2!             +                        !!           .  0  .           !
 2011.3!             *+                       !!           . 0.  .           !
 2011.4!             +*                       !!           .  0  .           !
 2012.1!            * +                       !!           .0 .  .           !
 2012.2!           *+                         !!           . 0.  .           !
 2012.3!           +                          !!           .  0  .           !
 2012.4!           +                          !!           .  0  .           !


     15.97 percent of the residuals exceed 1 SE
      5.04 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJOSA=JOPX$Q/SAPMM;                                                     
 GENR LAAJOSA=LOG(AAJOSA+.00001);                                             
 GENR LAJOSA=LOG(AJOSA+.00001);                                               
 LHS AAJOSA=EXP(LAAJOSA)-.00001;                                              
  EQ 1337 LAAJOSA C LAJOSA(-1) PJOSA;                                         
EQUATION 985  LAAJOSA  
   RHS     C  LAJOSA(-1)  PJOSA  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  985 PLOT=0;END;                                                     

Equation number =  985
**********************

Dependent variable = LAAJOSA 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.544909847

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.562532617       0.363547593  -4.29801     1.000000
13364 LAJOSA  ( -1)       0.715567701       0.062161258  11.51147    -5.549511
13362 PJOSA   (  0)      -0.010436509       0.097277620  -0.10729     1.085257

SE of equation            =     0.293088293
Sum of squared residuals  =  10.5657920      -0.318216564E-10
Average absolute error    =     0.196568321
Sum of ABS residuals      =  24.7676084    
R squared                 =   0.51864
Durbin-Watson statistic   =   2.25888
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                   *  +               !!            0 . .            !
 1981.4!                    * +               !!            .0. .            !
 1982.1!                     *+               !!            .0. .            !
 1982.2!                     * +              !!            .0. .            !
 1982.3!                *      +              !!          0 . . .            !
 1982.4!                    + *               !!            . .0.            !
 1983.1!                      * +             !!            .0. .            !
 1983.2!                        +*            !!            . .0.            !
 1983.3!                   *      +           !!          0 . . .            !
 1983.4!                     +   *            !!            . . 0            !
 1984.1!                       *  +           !!            0 . .            !
 1984.2!                        + *           !!            . .0.            !
 1984.3!                          *+          !!            . 0 .            !
 1984.4!                           +          !!            . 0 .            !
 1985.1!                           + *        !!            . .0.            !
 1985.2!                             +        !!            . 0 .            !
 1985.3!                          *  +        !!            0 . .            !
 1985.4!                           +   *      !!            . . .0           !
 1986.1!                             *+       !!            .0. .            !
 1986.2!                             +        !!            . 0 .            !
 1986.3!                           * +        !!            .0. .            !
 1986.4!                           +      *   !!            . . . 0          !
 1987.1!                           *    +     !!           0. . .            !
 1987.2!                            +     *   !!            . . . 0          !
 1987.3!                           *     +    !!           0. . .            !
 1987.4!                           +   *      !!            . . 0            !
 1988.1!                         *    +       !!           0. . .            !
 1988.2!                          +         * !!            . . .   0        !
 1988.3!                                 *+   !!            . 0 .            !
 1988.4!                              * +     !!            .0. .            !
 1989.1!                           *  +       !!            0 . .            !
 1989.2!                           +*         !!            . 0 .            !
 1989.3!                           *+         !!            .0. .            !
 1989.4!                           +          *!            . . .   0        !
 1990.1!                             *     +  !!           0. . .            !
 1990.2!                           * +        !!            .0. .            !
 1990.3!                       *    +         !!            0 . .            !
 1990.4!                        *+            !!            .0. .            !
 1991.1*                         +            !0            . . .            !
 1991.2!   *   +                              !!            0 . .            !
 1991.3!   *      +                           !!          0 . . .            !
 1991.4!       *  +                           !!            0 . .            !
 1992.1!             +            *           !!            . . .     0      !
 1992.2!                           +*         !!            . .0.            !
 1992.3!                          * +         !!            .0. .            !
 1992.4!                           +   *      !!            . . 0            !
 1993.1!                          *   +       !!           0. . .            !
 1993.2!                          +*          !!            . .0.            !
 1993.3!                            +   *     !!            . . 0            !
 1993.4!                               +  *   !!            . . 0            !
 1994.1!                           *    +     !!           0. . .            !
 1994.2!                           +          !!            . 0 .            !
 1994.3!                        *  +          !!            0 . .            !
 1994.4!                         +            !!            . 0 .            !
 1995.1!                      *   +           !!            0 . .            !
 1995.2!                        +             !!            . 0 .            !
 1995.3!                         + *          !!            . .0.            !
 1995.4!                          *+          !!            .0. .            !
 1996.1!                           +   *      !!            . . 0            !
 1996.2!                              + *     !!            . . 0            !
 1996.3!                               +*     !!            . 0 .            !
 1996.4!                               +      !!            . 0 .            !
 1997.1!                              +  *    !!            . . 0            !
 1997.2!                               +  *   !!            . .0.            !
 1997.3!                                +  *  !!            . . 0            !
 1997.4!                                 +    !!            . 0 .            !
 1998.1!                           *    +     !!           0. . .            !
 1998.2!                           +*         !!            . .0.            !
 1998.3!                            + *       !!            . .0.            !
 1998.4!                              +       !!            . 0 .            !
 1999.1!                            * +       !!            .0. .            !
 1999.2!                            +  *      !!            . .0.            !
 1999.3!                              +*      !!            . .0.            !
 1999.4!                               +*     !!            . .0.            !
 2000.1!                           *   +      !!            0 . .            !
 2000.2!                           +    *     !!            . . .0           !
 2000.3!                               +*     !!            . 0 .            !
 2000.4!                              *+      !!            . 0 .            !
 2001.1!                            * +       !!            .0. .            !
 2001.2!                            + *       !!            . .0.            !
 2001.3!                             + *      !!            . .0.            !
 2001.4!                              + *     !!            . .0.            !
 2002.1!                            *  +      !!            .0. .            !
 2002.2!                            + *       !!            . .0.            !
 2002.3!                             + *      !!            . .0.            !
 2002.4!                              +*      !!            . .0.            !
 2003.1!                              +    *  !!            . . .0           !
 2003.2!                              *  +    !!            0 . .            !
 2003.3!                             +*       !!            . 0 .            !
 2003.4!                             +        !!            . 0 .            !
 2004.1!                             +  *     !!            . . 0            !
 2004.2!                               +      !!            . 0 .            !
 2004.3!                              +*      !!            . .0.            !
 2004.4!                              +   *   !!            . . 0            !
 2005.1!                              * +     !!            .0. .            !
 2005.2!                              +*      !!            . .0.            !
 2005.3!                               +*     !!            . .0.            !
 2005.4!                               +*     !!            . .0.            !
 2006.1!                               +    * !!            . . .0           !
 2006.2!                                  +   !!            . 0 .            !
 2006.3!                                +*    !!            . 0 .            !
 2006.4!                               +     *!!            . . .0           !
 2007.1!                              *   +   !!            0 . .            !
 2007.2!                              +*      !!            . .0.            !
 2007.3!                             *+       !!            .0. .            !
 2007.4!                             +*       !!            . .0.            !
 2008.1!                             *+       !!            . 0 .            !
 2008.2!                          *  +        !!            .0. .            !
 2008.3!                     *     +          !!           0. . .            !
 2008.4!                    *  +              !!            0 . .            !
 2009.1!                      + *             !!            . .0.            !
 2009.2!                         +  *         !!            . . 0            !
 2009.3!                            +         !!            . 0 .            !
 2009.4!                            +     *   !!            . . . 0          !
 2010.1!                              *  +    !!            .0. .            !
 2010.2!                              +  *    !!            . . 0            !
 2010.3!                               +      !!            . 0 .            !
 2010.4!                              +   *   !!            . . 0            !
 2011.1!                           *     +    !!           0. . .            !
 2011.2!                           +    *     !!            . . .0           !
 2011.3!                             * +      !!            .0. .            !
 2011.4!                            +         !!            . 0 .            !
 2012.1!                         *  +         !!            0 . .            !
 2012.2!                          +*          !!            . .0.            !
 2012.3!                           + *        !!            . .0.            !
 2012.4!                            *+        !!            . 0 .            !


     19.84 percent of the residuals exceed 1 SE
      3.17 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSYSA=SYPX$Q/SAPMM;                                                     
 GENR LAASYSA=LOG(AASYSA+.00001);                                             
 GENR LASYSA=LOG(ASYSA+.00001);                                               
 LHS AASYSA=EXP(LAASYSA)-.00001;                                              
  EQ 1338 LAASYSA C LASYSA(-1) PSYSA;                                         
EQUATION 986  LAASYSA  
   RHS     C  LASYSA(-1)  PSYSA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  986 PLOT=0;END;                                                     

Equation number =  986
**********************

Dependent variable = LAASYSA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.946502637

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.921802383       0.151232952  -6.09525     1.000000
13367 LASYSA  ( -1)       0.763547122       0.034946591  21.84897    -5.948377
13365 PSYSA   (  0)      -0.201386401       0.030165473  -6.67606     2.397549

SE of equation            =     0.336594680
Sum of squared residuals  =  20.9597561       0.543520784E-11
Average absolute error    =     0.230195526
Sum of ABS residuals      =  43.2767589    
R squared                 =   0.94539
Durbin-Watson statistic   =   1.99173
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                          +*          !!           .  . 0.           !
 1966.2!                          +           !!           .  0  .           !
 1966.3!                         +            !!           .  0  .           !
 1966.4!                        +*            !!           .  .0 .           !
 1967.1!                        +*            !!           .  . 0.           !
 1967.2!                        +*            !!           .  .  0           !
 1967.3!                        +*            !!           .  .0 .           !
 1967.4!                       +*             !!           .  .0 .           !
 1968.1!                     *+               !!           .0 .  .           !
 1968.2!                   *+                 !!           . 0.  .           !
 1968.3!                  *+                  !!           .0 .  .           !
 1968.4!                 *+                   !!           . 0.  .           !
 1969.1!                 + *                  !!           .  .  0           !
 1969.2!                  *+                  !!           .0 .  .           !
 1969.3!                  +                   !!           .  0  .           !
 1969.4!                 *+                   !!           .0 .  .           !
 1970.1!              *   +                   !!        0  .  .  .           !
 1970.2!          *     +                     !!      0    .  .  .           !
 1970.3!          *  +                        !!          0.  .  .           !
 1970.4!            + *                       !!           .  . 0.           !
 1971.1!               + *                    !!           .  .  0           !
 1971.2!                 + *                  !!           .  . 0.           !
 1971.3!                   +                  !!           .  .0 .           !
 1971.4!                   +*                 !!           .  .0 .           !
 1972.1!                   +                  !!           .  0  .           !
 1972.2!                   +                  !!           .  0  .           !
 1972.3!                   +                  !!           .  .0 .           !
 1972.4!                   +                  !!           .  0  .           !
 1973.1!                *  +                  !!          0.  .  .           !
 1973.2!                 +  *                 !!           .  .  .0          !
 1973.3!                  + *                 !!           .  . 0.           !
 1973.4!                 +                    !!           .  0  .           !
 1974.1!             *+                       !!           .0 .  .           !
 1974.2!            +*                        !!           .  . 0.           !
 1974.3!            +*                        !!           .  . 0.           !
 1974.4!            +   *                     !!           .  .  .  0        !
 1975.1!             *  +                     !!           0  .  .           !
 1975.2!              + *                     !!           .  .  0           !
 1975.3!               +*                     !!           .  .0 .           !
 1975.4!               +                      !!           . 0.  .           !
 1976.1!              +*                      !!           .  .  0           !
 1976.2!              + *                     !!           .  .  .0          !
 1976.3!              +                       !!           .  0  .           !
 1976.4!            + *                       !!           .  .  0           !
 1977.1!             +   *                    !!           .  .  .  0        !
 1977.2!              *+                      !!           .  0  .           !
 1977.3!            *+                        !!           . 0.  .           !
 1977.4!           *+                         !!           .0 .  .           !
 1978.1!           + *                        !!           .  .  0           !
 1978.2!          * +                         !!           0  .  .           !
 1978.3!          +*                          !!           .  .0 .           !
 1978.4!          *+                          !!           . 0.  .           !
 1979.1!         *+                           !!           . 0.  .           !
 1979.2!        *+                            !!           .  0  .           !
 1979.3!       *+                             !!           .0 .  .           !
 1979.4!       +*                             !!           .  .0 .           !
 1980.1!      *+                              !!           .0 .  .           !
 1980.2!      + *                             !!           .  .  0           !
 1980.3!     * +                              !!           0  .  .           !
 1980.4!     +                                !!           .  .0 .           !
 1981.1!    +  *                              !!           .  .  .0          !
 1981.2!    *+                                !!           .0 .  .           !
 1981.3!  *+                                  !!           .0 .  .           !
 1981.4!  +                                   !!           .  .0 .           !
 1982.1!  +                                   !!           . 0.  .           !
 1982.2!  + *                                 !!           .  .  0           !
 1982.3!  * +                                 !!           0  .  .           !
 1982.4!   +                                  !!           .  0  .           !
 1983.1!  *+                                  !!           . 0.  .           !
 1983.2!   +                                  !!           .  0  .           !
 1983.3!  *+                                  !!           .0 .  .           !
 1983.4! *+                                   !!           .0 .  .           !
 1984.1!  +                                   !!           .  0  .           !
 1984.2!  +   *                               !!           .  .  .  0        !
 1984.3!    *+                                !!           .0 .  .           !
 1984.4!    +*                                !!           .  . 0.           !
 1985.1!  * +                                 !!           0  .  .           !
 1985.2* +                                    !!          0.  .  .           !
 1985.3!+  *                                  !!           .  .  .0          !
 1985.4!    +*                                !!           .  .  0           !
 1986.1!       + *                            !!           .  .  0           !
 1986.2!    *     +                           !!     0     .  .  .           !
 1986.3!       +  *                           !!           .  .  . 0         !
 1986.4!           +                          !!           .  0  .           !
 1987.1!            +*                        !!           .  .0 .           !
 1987.2!        *     +                       !!     0     .  .  .           !
 1987.3!*         +                           !0           .  .  .           !
 1987.4!*   +                                 !!        0  .  .  .           !
 1988.1!       +    *                         !!           .  .  .    0      !
 1988.2!                +*                    !!           .  .0 .           !
 1988.3!                   *+                 !!           . 0.  .           !
 1988.4!                     +   *            !!           .  .  .  0        !
 1989.1!                        * +           !!           0  .  .           !
 1989.2!                         +   *        !!           .  .  .   0       !
 1989.3!                           * +        !!           .0 .  .           !
 1989.4!                           +          !!           .  0  .           !
 1990.1!                           +    *     !!           .  .  .   0       !
 1990.2!                       *      +       !!    0      .  .  .           !
 1990.3!                        +  *          !!           .  .  .0          !
 1990.4!                           + *        !!           .  .  0           !
 1991.1!                     *      +         !!   0       .  .  .           !
 1991.2!                      +  *            !!           .  .  .0          !
 1991.3!                          +*          !!           .  . 0.           !
 1991.4!                           *+         !!           . 0.  .           !
 1992.1!                         * +          !!          0.  .  .           !
 1992.2!                       *  +           !!         0 .  .  .           !
 1992.3!                       *+             !!           . 0.  .           !
 1992.4!                        *+            !!           . 0.  .           !
 1993.1!                      *  +            !!          0.  .  .           !
 1993.2!                        +*            !!           .  .  0           !
 1993.3!                          +*          !!           .  . 0.           !
 1993.4!                        *   +         !!         0 .  .  .           !
 1994.1!                         +            !!           .  0  .           !
 1994.2!                          +  *        !!           .  .  . 0         !
 1994.3!                            *+        !!           .0 .  .           !
 1994.4!                          * +         !!           .0 .  .           !
 1995.1!                          +*          !!           .  .0 .           !
 1995.2!                          *+          !!           . 0.  .           !
 1995.3!                         * +          !!           0  .  .           !
 1995.4!                        *+            !!           . 0.  .           !
 1996.1!                         +            !!           .  .0 .           !
 1996.2!                         *+           !!           . 0.  .           !
 1996.3!                        *+            !!           .0 .  .           !
 1996.4!                        *+            !!           .0 .  .           !
 1997.1!                         +*           !!           .  . 0.           !
 1997.2!                          *+          !!           . 0.  .           !
 1997.3!                          +           !!           . 0.  .           !
 1997.4!                         *+           !!           .0 .  .           !
 1998.1!                          +           !!           .  .0 .           !
 1998.2!                          *+          !!           .0 .  .           !
 1998.3!                         *+           !!           . 0.  .           !
 1998.4!                          +           !!           .  0  .           !
 1999.1!                          +*          !!           .  .0 .           !
 1999.2!                           +*         !!           .  . 0.           !
 1999.3!                            +*        !!           .  .0 .           !
 1999.4!                            +*        !!           .  0  .           !
 2000.1!                        *   +         !!        0  .  .  .           !
 2000.2!                         +*           !!           .  .0 .           !
 2000.3!                         *+           !!           .0 .  .           !
 2000.4!                         +            !!           . 0.  .           !
 2001.1!                         +*           !!           .  .0 .           !
 2001.2!                          +*          !!           .  .0 .           !
 2001.3!                          *+          !!           .0 .  .           !
 2001.4!                          +           !!           .  0  .           !
 2002.1!                          +     *     !!           .  .  .    0      !
 2002.2!                              +       !!           . 0.  .           !
 2002.3!                             +        !!           .  0  .           !
 2002.4!                            + *       !!           .  .  0           !
 2003.1!                             +        !!           . 0.  .           !
 2003.2!                           *+         !!           . 0.  .           !
 2003.3!                           +*         !!           .  .0 .           !
 2003.4!                            +*        !!           .  .0 .           !
 2004.1!                             +       *!!           .  .  .        0  !
 2004.2!                                   +  *!           .  .  . 0         !
 2004.3!                                    + *!           .  .  0           !
 2004.4!                                   + *!!           .  . 0.           !
 2005.1!                             *     +  !!     0     .  .  .           !
 2005.2!                            *+        !!           .  0  .           !
 2005.3!                            +*        !!           .  .0 .           !
 2005.4!                            + *       !!           .  . 0.           !
 2006.1!                             +        !!           .  0  .           !
 2006.2!                             +*       !!           .  .0 .           !
 2006.3!                             +        !!           .  0  .           !
 2006.4!                             +*       !!           .  .0 .           !
 2007.1!                              +       !!           .  0  .           !
 2007.2!                             *+       !!           .  0  .           !
 2007.3!                             +        !!           . 0.  .           !
 2007.4!                             +*       !!           .  .0 .           !
 2008.1!                              +*      !!           .  . 0.           !
 2008.2!                              *+      !!           .  0  .           !
 2008.3!                             *+       !!           . 0.  .           !
 2008.4!                             +*       !!           .  .0 .           !
 2009.1!                             *+       !!           . 0.  .           !
 2009.2!                            *+        !!           . 0.  .           !
 2009.3!                            +         !!           . 0.  .           !
 2009.4!                            +         !!           .  0  .           !
 2010.1!                             +*       !!           .  .  0           !
 2010.2!                             *+       !!           . 0.  .           !
 2010.3!                             +        !!           .  0  .           !
 2010.4!                             +*       !!           .  .0 .           !
 2011.1!                              +*      !!           .  . 0.           !
 2011.2!                               +      !!           .  0  .           !
 2011.3!                              +       !!           .  0  .           !
 2011.4!                              +*      !!           .  .0 .           !
 2012.1!                              +       !!           .  0  .           !
 2012.2!                             *+       !!           . 0.  .           !
 2012.3!                             +        !!           .  0  .           !
 2012.4!                             +*       !!           .  .0 .           !


     20.21 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDSA=IDPX$Q/SAPMM;                                                     
 GENR LAAIDSA=LOG(AAIDSA+.00001);                                             
 GENR LAIDSA=LOG(AIDSA+.00001);                                               
 LHS AAIDSA=EXP(LAAIDSA)-.00001;                                              
  EQ 1339 LAAIDSA C LAIDSA(-1) PIDSA;                                         
EQUATION 987  LAAIDSA  
   RHS     C  LAIDSA(-1)  PIDSA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  987 PLOT=0;END;                                                     

Equation number =  987
**********************

Dependent variable = LAAIDSA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.171786131

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.133885379       0.130118648  -1.02895     1.000000
13370 LAIDSA  ( -1)       0.961970805       0.022504102  42.74646    -4.180899
13368 PIDSA   (  0)      -0.013884247       0.083961049  -0.16537     1.152264

SE of equation            =     0.203000620
Sum of squared residuals  =  7.62371159       0.247180054E-11
Average absolute error    =     0.141902471
Sum of ABS residuals      =  26.6776645    
R squared                 =   0.90869
Durbin-Watson statistic   =   2.51478
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!          +*                          !!           .  0  .           !
 1966.2!          *+                          !!           . 0.  .           !
 1966.3!       *   +                          !!           0  .  .           !
 1966.4!        +                             !!           .  0  .           !
 1967.1!        +*                            !!           .  0  .           !
 1967.2!         +                            !!           .  0  .           !
 1967.3!          +*                          !!           .  .0 .           !
 1967.4!           +  *                       !!           .  . 0.           !
 1968.1!              +*                      !!           .  .0 .           !
 1968.2!               +*                     !!           .  .0 .           !
 1968.3!               *+                     !!           . 0.  .           !
 1968.4!              *+                      !!           .  0  .           !
 1969.1!               +  *                   !!           .  .  0           !
 1969.2!               *  +                   !!           .0 .  .           !
 1969.3!               +   *                  !!           .  .  0           !
 1969.4!                   +  *               !!           .  .  0           !
 1970.1!                      +   *           !!           .  .  0           !
 1970.2!                         +            !!           . 0.  .           !
 1970.3!                        +             !!           .  0  .           !
 1970.4!                        +             !!           .  .0 .           !
 1971.1!                     *  +             !!           0  .  .           !
 1971.2!                  *  +                !!           .0 .  .           !
 1971.3!                * +                   !!           .0 .  .           !
 1971.4!                +                     !!           .  0  .           !
 1972.1!                *+                    !!           . 0.  .           !
 1972.2!              * +                     !!           . 0.  .           !
 1972.3!              + *                     !!           .  .0 .           !
 1972.4!                +*                    !!           .  .0 .           !
 1973.1*                 +                    !0           .  .  .           !
 1973.2!+     *                               !!           .  .  . 0         !
 1973.3!       +    *                         !!           .  .  .0          !
 1973.4!            +*                        !!           .  .0 .           !
 1974.1!             +     *                  !!           .  .  . 0         !
 1974.2!              *    +                  !!          0.  .  .           !
 1974.3!     *        +                       !!      0    .  .  .           !
 1974.4!     +       *                        !!           .  .  .   0       !
 1975.1!          *   +                       !!           0  .  .           !
 1975.2!           + *                        !!           .  . 0.           !
 1975.3!       *      +                       !!        0  .  .  .           !
 1975.4!     * +                              !!           .0 .  .           !
 1976.1!     +  *                             !!           .  . 0.           !
 1976.2*        +                             !!      0    .  .  .           !
 1976.3!+   *                                 !!           .  .  0           !
 1976.4!    +                                 !!           . 0.  .           !
 1977.1! *  +                                 !!           0  .  .           !
 1977.2!  +*                                  !!           .  .0 .           !
 1977.3!   +  *                               !!           .  . 0.           !
 1977.4!      *+                              !!           . 0.  .           !
 1978.1!*     +                               !!         0 .  .  .           !
 1978.2! +*                                   !!           .  .0 .           !
 1978.3!  + *                                 !!           .  .0 .           !
 1978.4!    +*                                !!           .  0  .           !
 1979.1!     +                                !!           .  0  .           !
 1979.2!      + *                             !!           .  . 0.           !
 1979.3!  *     +                             !!         0 .  .  .           !
 1979.4!   +   *                              !!           .  .  .0          !
 1980.1!    *   +                             !!           0  .  .           !
 1980.2!    +  *                              !!           .  .  0           !
 1980.3!    *   +                             !!           0  .  .           !
 1980.4!    *+                                !!           . 0.  .           !
 1981.1!  * +                                 !!           .0 .  .           !
 1981.2! * +                                  !!           . 0.  .           !
 1981.3*  +                                   !!           .0 .  .           !
 1981.4!+                                     !!           .  0  .           !
 1982.1! +*                                   !!           .  .0 .           !
 1982.2!  *+                                  !!           .  0  .           !
 1982.3!*  +                                  !!           .0 .  .           !
 1982.4! +                                    !!           .  0  .           !
 1983.1* +                                    !!           .0 .  .           !
 1983.2!+                                     !!           .  0  .           !
 1983.3!*+                                    !!           . 0.  .           !
 1983.4!+ *                                   !!           .  .0 .           !
 1984.1! *+                                   !!           . 0.  .           !
 1984.2!  +                                   !!           .  0  .           !
 1984.3!  *+                                  !!           . 0.  .           !
 1984.4!   + *                                !!           .  . 0.           !
 1985.1!     *+                               !!           . 0.  .           !
 1985.2!    * +                               !!           .0 .  .           !
 1985.3!   *+                                 !!           . 0.  .           !
 1985.4!   +  *                               !!           .  . 0.           !
 1986.1!    * +                               !!           .0 .  .           !
 1986.2!     +                                !!           .  0  .           !
 1986.3!     + *                              !!           .  .0 .           !
 1986.4!       +*                             !!           .  0  .           !
 1987.1!        +*                            !!           .  .0 .           !
 1987.2!         + *                          !!           .  .0 .           !
 1987.3!         * +                          !!           .0 .  .           !
 1987.4!        *+                            !!           . 0.  .           !
 1988.1!        + *                           !!           .  .0 .           !
 1988.2!         * +                          !!           . 0.  .           !
 1988.3!       *  +                           !!           .0 .  .           !
 1988.4!       +  *                           !!           .  . 0.           !
 1989.1!          +          *                !!           .  .  .     0     !
 1989.2!               *     +                !!         0 .  .  .           !
 1989.3!          *    +                      !!          0.  .  .           !
 1989.4!        *  +                          !!           .0 .  .           !
 1990.1!        + *                           !!           .  .0 .           !
 1990.2!         *+                           !!           . 0.  .           !
 1990.3!         +*                           !!           .  0  .           !
 1990.4!          +*                          !!           .  .0 .           !
 1991.1!         *  +                         !!           .0 .  .           !
 1991.2!         *+                           !!           .  0  .           !
 1991.3!          + *                         !!           .  .0 .           !
 1991.4!            +  *                      !!           .  .  0           !
 1992.1!           *    +                     !!          0.  .  .           !
 1992.2!           + *                        !!           .  . 0.           !
 1992.3!              +                       !!           .  0  .           !
 1992.4!              + *                     !!           .  .0 .           !
 1993.1!              * +                     !!           .0 .  .           !
 1993.2!              +     *                 !!           .  .  . 0         !
 1993.3!               *    +                 !!          0.  .  .           !
 1993.4!                +*                    !!           .  .0 .           !
 1994.1!                 +                    !!           .  0  .           !
 1994.2!                 +                    !!           .  0  .           !
 1994.3!                 +                    !!           .  0  .           !
 1994.4!                 + *                  !!           .  .0 .           !
 1995.1!             *     +                  !!         0 .  .  .           !
 1995.2!             +   *                    !!           .  .  .0          !
 1995.3!                  +  *                !!           .  .  0           !
 1995.4!                    *+                !!           . 0.  .           !
 1996.1!                    + *               !!           .  . 0.           !
 1996.2!                     *+               !!           . 0.  .           !
 1996.3!                    *+                !!           . 0.  .           !
 1996.4!                   *+                 !!           . 0.  .           !
 1997.1!                   +  *               !!           .  . 0.           !
 1997.2!                  *   +               !!           0  .  .           !
 1997.3!                  +*                  !!           .  .0 .           !
 1997.4!                *  +                  !!           .0 .  .           !
 1998.1!                 +  *                 !!           .  .  0           !
 1998.2!                    +                 !!           .  0  .           !
 1998.3!                    +  *              !!           .  .  0           !
 1998.4!                       +              !!           .  0  .           !
 1999.1!                       +              !!           .  0  .           !
 1999.2!                       +              !!           .  0  .           !
 1999.3!                      +  *            !!           .  . 0.           !
 1999.4!                         +  *         !!           .  . 0.           !
 2000.1!                       *   +          !!           0  .  .           !
 2000.2!                       +  *           !!           .  . 0.           !
 2000.3!                          +           !!           .  0  .           !
 2000.4!                          + *         !!           .  . 0.           !
 2001.1!                         *  +         !!           .0 .  .           !
 2001.2!                         +            !!           .  0  .           !
 2001.3!                        *+            !!           . 0.  .           !
 2001.4!                        + *           !!           .  . 0.           !
 2002.1!                          +*          !!           .  .0 .           !
 2002.2!                          +           !!           .  0  .           !
 2002.3!                          +           !!           .  0  .           !
 2002.4!                          + *         !!           .  . 0.           !
 2003.1!                           +*         !!           .  .0 .           !
 2003.2!                            +         !!           .  0  .           !
 2003.3!                          *+          !!           . 0.  .           !
 2003.4!                          +  *        !!           .  .  0           !
 2004.1!                             +*       !!           .  .0 .           !
 2004.2!                            *+        !!           . 0.  .           !
 2004.3!                            +         !!           .  0  .           !
 2004.4!                            +*        !!           .  .0 .           !
 2005.1!                             +  *     !!           .  .  0           !
 2005.2!                            *   +     !!           0  .  .           !
 2005.3!                            +         !!           .  0  .           !
 2005.4!                           + *        !!           .  .0 .           !
 2006.1!                             + *      !!           .  . 0.           !
 2006.2!                              +       !!           .  0  .           !
 2006.3!                              +       !!           .  0  .           !
 2006.4!                              +       !!           .  0  .           !
 2007.1!                             + *      !!           .  . 0.           !
 2007.2!                               +      !!           .  0  .           !
 2007.3!                               +      !!           .  0  .           !
 2007.4!                               + *    !!           .  . 0.           !
 2008.1!                               *+     !!           . 0.  .           !
 2008.2!                               +    * !!           .  .  .0          !
 2008.3!                                    + *!           .  . 0.           !
 2008.4!                                  *  +!!           .0 .  .           !
 2009.1!                                * +   !!           .0 .  .           !
 2009.2!                               + *    !!           .  .0 .           !
 2009.3!                                + *   !!           .  .0 .           !
 2009.4!                                 +    !!           .  0  .           !
 2010.1!                                +     !!           .  0  .           !
 2010.2!                               +*     !!           .  0  .           !
 2010.3!                            *  +      !!           0  .  .           !
 2010.4!                           +        * !!           .  .  .   0       !
 2011.1!                                   +  !!           .  0  .           !
 2011.2!                             *    +   !!         0 .  .  .           !
 2011.3!                           *+         !!           . 0.  .           !
 2011.4!                           +  *       !!           .  .  0           !
 2012.1!                              + *     !!           .  . 0.           !
 2012.2!                               +   *  !!           .  .  0           !
 2012.3!                                  + * !!           .  .0 .           !
 2012.4!                                   + *!!           .  . 0.           !


     22.87 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMASA=MAPX$Q/SAPMM;                                                     
 GENR LAAMASA=LOG(AAMASA+.00001);                                             
 GENR LAMASA=LOG(AMASA+.00001);                                               
 LHS AAMASA=EXP(LAAMASA)-.00001;                                              
  EQ 1340 LAAMASA C LAMASA(-1) PMASA;                                         
EQUATION 988  LAAMASA  
   RHS     C  LAMASA(-1)  PMASA  
 SMPL 1975.3 2012.4;                                                          
Sample period is now  1975.3 to  2012.4 Internally:    95 to   244
 OLS;EST  988 PLOT=0;END;                                                     

Equation number =  988
**********************

Dependent variable = LAAMASA 

 1975.3 -   2012.4,    0 missing obs.,  150 obs. used.

Mean of dependent variable       -5.226288291

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.365153127       0.136873470  -2.66782     1.000000
13373 LAMASA  ( -1)       0.850502178       0.040108377  21.20510    -5.245358
13371 PMASA   (  0)      -0.356243098       0.140498710  -2.53556     1.122679

SE of equation            =     0.294158751
Sum of squared residuals  =  12.7198175       0.218847163E-11
Average absolute error    =     0.191494873
Sum of ABS residuals      =  28.7242310    
R squared                 =   0.89940
Durbin-Watson statistic   =   2.26568
SMPL and No. Obs.         = 1975.3   2012.4    150

Plot of actual(*) and fitted(+) values and residuals(0)


 1975.3!       +  *                           !!            . . .0           !
 1975.4!            +     *                   !!            . . .  0         !
 1976.1! *                 +                  !0            . . .            !
 1976.2*    +                                 !!         0  . . .            !
 1976.3!  +        *                          !!            . . .    0       !
 1976.4!         *  +                         !!            0 . .            !
 1977.1!           +                          !!            . .0.            !
 1977.2!            + *                       !!            . .0.            !
 1977.3!            *+                        !!            .0. .            !
 1977.4!             +  *                     !!            . . 0            !
 1978.1!        *        +                    !!       0    . . .            !
 1978.2!         *+                           !!            .0. .            !
 1978.3!          +     *                     !!            . . .  0         !
 1978.4!            *   +                     !!           0. . .            !
 1979.1!            *+                        !!            .0. .            !
 1979.2!             +  *                     !!            . . .0           !
 1979.3!        *       +                     !!        0   . . .            !
 1979.4!         *+                           !!            .0. .            !
 1980.1!         *+                           !!            . 0 .            !
 1980.2!           +    *                     !!            . . .  0         !
 1980.3!                 +                    !!            . 0 .            !
 1980.4!            *    +                    !!          0 . . .            !
 1981.1!          *  +                        !!           0. . .            !
 1981.2!           +   *                      !!            . . .0           !
 1981.3!              * +                     !!            0 . .            !
 1981.4!         *     +                      !!         0  . . .            !
 1982.1!           +*                         !!            . .0.            !
 1982.2!             +*                       !!            . .0.            !
 1982.3!              *+                      !!            .0. .            !
 1982.4!           *   +                      !!           0. . .            !
 1983.1!             +                        !!            . .0.            !
 1983.2!            *  +                      !!           0. . .            !
 1983.3!         *   +                        !!          0 . . .            !
 1983.4!          +    *                      !!            . . .  0         !
 1984.1!               +  *                   !!            . . .0           !
 1984.2!                 +*                   !!            . .0.            !
 1984.3!                 +  *                 !!            . . 0            !
 1984.4!                  *+                  !!            .0. .            !
 1985.1!                  +                   !!            . 0 .            !
 1985.2!                  +  *                !!            . . .0           !
 1985.3!                     +                !!            . 0 .            !
 1985.4!                 *   +                !!           0. . .            !
 1986.1!                  *+                  !!            .0. .            !
 1986.2!                    +*                !!            . 0 .            !
 1986.3!                       +              !!            . 0 .            !
 1986.4!                     *   +            !!           0. . .            !
 1987.1!                   *   +              !!           0. . .            !
 1987.2!                     +   *            !!            . . .0           !
 1987.3!                        * +           !!            .0. .            !
 1987.4!                        *+            !!            . 0 .            !
 1988.1!                          +*          !!            . .0.            !
 1988.2!                            +*        !!            . .0.            !
 1988.3!                            *+        !!            .0. .            !
 1988.4!                           * +        !!            .0. .            !
 1989.1!                            +*        !!            . .0.            !
 1989.2!                             +*       !!            . 0 .            !
 1989.3!                              +       !!            . 0 .            !
 1989.4!                              *+      !!            .0. .            !
 1990.1!                               + *    !!            . . 0            !
 1990.2!                                 *+   !!            .0. .            !
 1990.3!                              *  +    !!           0. . .            !
 1990.4!                          *   +       !!          0 . . .            !
 1991.1!                           + *        !!            . . 0            !
 1991.2!                              +       !!            . 0 .            !
 1991.3!                              *+      !!            . 0 .            !
 1991.4!                               +      !!            . 0 .            !
 1992.1!                                +     !!            . .0.            !
 1992.2!                               *+     !!            .0. .            !
 1992.3!                               *+     !!            . 0 .            !
 1992.4!                                +*    !!            . .0.            !
 1993.1!                                 +    !!            . .0.            !
 1993.2!                                 +    !!            . 0 .            !
 1993.3!                                 +*   !!            . .0.            !
 1993.4!                               *  +   !!           0. . .            !
 1994.1!                              *+      !!            .0. .            !
 1994.2!                              +  *    !!            . . .0           !
 1994.3!                                 +    !!            . 0 .            !
 1994.4!                                 + *  !!            . . 0            !
 1995.1!                                 +    !!            . 0 .            !
 1995.2!                                 +    !!            . 0 .            !
 1995.3!                                +  *  !!            . . 0            !
 1995.4!                                * +   !!            0 . .            !
 1996.1!                                +     !!            . .0.            !
 1996.2!                                +*    !!            . .0.            !
 1996.3!                                +*    !!            . 0 .            !
 1996.4!                                +     !!            . 0 .            !
 1997.1!                               +*     !!            . 0 .            !
 1997.2!                               +      !!            . 0 .            !
 1997.3!                               +*     !!            . .0.            !
 1997.4!                             *  +     !!            0 . .            !
 1998.1!                             +*       !!            . .0.            !
 1998.2!                              +       !!            . 0 .            !
 1998.3!                              +       !!            .0. .            !
 1998.4!                             *+       !!            . 0 .            !
 1999.1!                             +*       !!            . 0 .            !
 1999.2!                              +*      !!            . .0.            !
 1999.3!                               + *    !!            . . 0            !
 1999.4!                                +     !!            . 0 .            !
 2000.1!                                +     !!            . 0 .            !
 2000.2!                               +*     !!            . 0 .            !
 2000.3!                               + *    !!            . . 0            !
 2000.4!                                +     !!            . 0 .            !
 2001.1!                               +      !!            . 0 .            !
 2001.2!                              + *     !!            . . 0            !
 2001.3!                               +*     !!            . 0 .            !
 2001.4!                               +      !!            . 0 .            !
 2002.1!                              + *     !!            . . 0            !
 2002.2!                               +      !!            . 0 .            !
 2002.3!                              +*      !!            . .0.            !
 2002.4!                              + *     !!            . . 0            !
 2003.1!                                +     !!            . 0 .            !
 2003.2!                               + *    !!            . . 0            !
 2003.3!                                *+    !!            . 0 .            !
 2003.4!                                +     !!            . 0 .            !
 2004.1!                                +     !!            . 0 .            !
 2004.2!                                + *   !!            . . 0            !
 2004.3!                                 +*   !!            . .0.            !
 2004.4!                                  +   !!            . 0 .            !
 2005.1!                                 +*   !!            . .0.            !
 2005.2!                                *+    !!            .0. .            !
 2005.3!                               +*     !!            . 0 .            !
 2005.4!                               +      !!            . 0 .            !
 2006.1!                               +*     !!            . .0.            !
 2006.2!                              * +     !!            0 . .            !
 2006.3!                              + *     !!            . . 0            !
 2006.4!                                +     !!            . 0 .            !
 2007.1!                                + *   !!            . .0.            !
 2007.2!                                *+    !!            .0. .            !
 2007.3!                                +*    !!            . .0.            !
 2007.4!                               * +    !!            .0. .            !
 2008.1!                                +*    !!            . .0.            !
 2008.2!                                 + *  !!            . .0.            !
 2008.3!                                  +   *!            . . .0           !
 2008.4!                                *    +!!         0  . . .            !
 2009.1!                               +*     !!            . 0 .            !
 2009.2!                               +  *   !!            . . 0            !
 2009.3!                                 + *  !!            . . 0            !
 2009.4!                               *   +  !!           0. . .            !
 2010.1!                               +  *   !!            . . 0            !
 2010.2!                                 +    !!            . 0 .            !
 2010.3!                                 +    !!            . .0.            !
 2010.4!                                 +    !!            . 0 .            !
 2011.1!                                 + *  !!            . .0.            !
 2011.2!                                   +  !!            . 0 .            !
 2011.3!                                   +* !!            . .0.            !
 2011.4!                                 * +  !!            0 . .            !
 2012.1!                                 +*   !!            . .0.            !
 2012.2!                                 +*   !!            . 0 .            !
 2012.3!                                * +   !!            .0. .            !
 2012.4!                                +     !!            . 0 .            !


     22.67 percent of the residuals exceed 1 SE
      4.00 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPASA=PAPX$Q/SAPMM;                                                     
 GENR LAAPASA=LOG(AAPASA+.00001);                                             
 GENR LAPASA=LOG(APASA+.00001);                                               
 LHS AAPASA=EXP(LAAPASA)-.00001;                                              
  EQ 1341 LAAPASA C LAPASA(-1) PPASA;                                         
EQUATION 989  LAAPASA  
   RHS     C  LAPASA(-1)  PPASA  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST  989 PLOT=0;END;                                                     

Equation number =  989
**********************

Dependent variable = LAAPASA 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -5.102822437

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.972421785       0.235574044  -4.12788     1.000000
13376 LAPASA  ( -1)       0.799283732       0.051554265  15.50374    -5.096116
13374 PPASA   (  0)      -0.045585330       0.114500749  -0.39812     1.253875

SE of equation            =     0.249171209
Sum of squared residuals  =  9.87172032      -0.130695454E-10
Average absolute error    =     0.190752083
Sum of ABS residuals      =  30.9018374    
R squared                 =   0.66199
Durbin-Watson statistic   =   2.30271
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!                              +  *    !!          .   . 0 .          !
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 2010.4!               +*                     !!          .   0   .          !
 2011.1!                 +                    !!          .   0   .          !
 2011.2!               * +                    !!          . 0 .   .          !
 2011.3!             *  +                     !!          .0  .   .          !
 2011.4!             *+                       !!          .  0.   .          !
 2012.1!              *+                      !!          .  0.   .          !
 2012.2!            *  +                      !!          .0  .   .          !
 2012.3!            *+                        !!          .  0.   .          !
 2012.4!             *+                       !!          .  0.   .          !


     29.01 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPHSA=PHPX$Q/SAPMM;                                                     
 GENR LAAPHSA=LOG(AAPHSA+.00001);                                             
 GENR LAPHSA=LOG(APHSA+.00001);                                               
 LHS AAPHSA=EXP(LAAPHSA)-.00001;                                              
  EQ 1342 LAAPHSA C LAPHSA(-1) PPHSA;                                         
EQUATION 990  LAAPHSA  
   RHS     C  LAPHSA(-1)  PPHSA  
 SMPL 1975.4 2012.4;                                                          
Sample period is now  1975.4 to  2012.4 Internally:    96 to   244
 OLS;EST  990 PLOT=0;END;                                                     

Equation number =  990
**********************

Dependent variable = LAAPHSA 

 1975.4 -   2012.4,    0 missing obs.,  149 obs. used.

Mean of dependent variable       -6.784839636

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.469960951       0.326465806  -4.50265     1.000000
13379 LAPHSA  ( -1)       0.646488692       0.061370597  10.53418    -6.784978
13377 PPHSA   (  0)      -0.862560649       0.223753335  -3.85496     1.076408

SE of equation            =     0.372069255
Sum of squared residuals  =  20.2115874       0.300293124E-10
Average absolute error    =     0.245728119
Sum of ABS residuals      =  36.6134897    
R squared                 =   0.66605
Durbin-Watson statistic   =   2.38639
SMPL and No. Obs.         = 1975.4   2012.4    149

Plot of actual(*) and fitted(+) values and residuals(0)


 1975.4!   *                 +                !! 0         .  .  .           !
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 2011.1!              *  +                    !!           .0 .  .           !
 2011.2!                + *                   !!           .  . 0.           !
 2011.3!                * +                   !!           . 0.  .           !
 2011.4!              * +                     !!           .0 .  .           !
 2012.1!          *    +                      !!          0.  .  .           !
 2012.2!           *+                         !!           .  0  .           !
 2012.3!            +         *               !!           .  .  .   0       !
 2012.4!                 * +                  !!           .0 .  .           !


     16.11 percent of the residuals exceed 1 SE
      4.03 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHSA=THPX$Q/SAPMM;                                                     
 GENR LAATHSA=LOG(AATHSA+.00001);                                             
 GENR LATHSA=LOG(ATHSA+.00001);                                               
 LHS AATHSA=EXP(LAATHSA)-.00001;                                              
  EQ 1343 LAATHSA C LATHSA(-1) PTHSA;                                         
EQUATION 991  LAATHSA  
   RHS     C  LATHSA(-1)  PTHSA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  991 PLOT=0;END;                                                     

Equation number =  991
**********************

Dependent variable = LAATHSA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.583019716

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.416889778       0.232622539  -1.79213     1.000000
13382 LATHSA  ( -1)       0.885434631       0.034207540  25.88420    -4.583915
13380 PTHSA   (  0)      -0.095647478       0.167964486  -0.56945     1.122592

SE of equation            =     0.305936727
Sum of squared residuals  =  17.3154970      -0.963806812E-11
Average absolute error    =     0.225114845
Sum of ABS residuals      =  42.3215908    
R squared                 =   0.78659
Durbin-Watson statistic   =   2.46944
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                               +      !!          .   0   .          !
 1966.2!                             * +      !!          .  0.   .          !
 1966.3!                             +        !!          .   0   .          !
 1966.4!                            + *       !!          .   . 0 .          !
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 1967.3!                               + *    !!          .   . 0 .          !
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 1968.3!                               * +    !!          . 0 .   .          !
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 1969.2!                        *  +          !!          0   .   .          !
 1969.3!                         + *          !!          .   .  0.          !
 1969.4!                           +   *      !!          .   .   .0         !
 1970.1!                               +   *  !!          .   .   . 0        !
 1970.2!                                  +  *!!          .   .  0.          !
 1970.3!                                    +*!!          .   . 0 .          !
 1970.4!                                    + !!          .   0   .          !
 1971.1!                                  *+  !!          . 0 .   .          !
 1971.2!                                *+    !!          .  0.   .          !
 1971.3!                              * +     !!          .0  .   .          !
 1971.4!                            * +       !!          . 0 .   .          !
 1972.1!                          * +         !!          .0  .   .          !
 1972.2!                       *  +           !!          .0  .   .          !
 1972.3!                      * +             !!          . 0 .   .          !
 1972.4!                    *  +              !!          .0  .   .          !
 1973.1!                  *  +                !!          0   .   .          !
 1973.2!                   +     *            !!          .   .   .  0       !
 1973.3!                   *     +            !!       0  .   .   .          !
 1973.4!                   +           *      !!          .   .   .         0!
 1974.1!                           *  +       !!          0   .   .          !
 1974.2!                 *        +           !!   0      .   .   .          !
 1974.3!                  +          *        !!          .   .   .        0 !
 1974.4!                           * +        !!          .0  .   .          !
 1975.1!                  *       +           !!   0      .   .   .          !
 1975.2!                 * +                  !!          . 0 .   .          !
 1975.3!                 *+                   !!          .  0.   .          !
 1975.4!                  +                   !!          .   0   .          !
 1976.1!                   +  *               !!          .   .  0.          !
 1976.2!                   *   +              !!          0   .   .          !
 1976.3!        *           +                 !0          .   .   .          !
 1976.4*          +                           !!0         .   .   .          !
 1977.1!  + *                                 !!          .   . 0 .          !
 1977.2!      +    *                          !!          .   .   .0         !
 1977.3!            +*                        !!          .   0   .          !
 1977.4!         *    +                       !!       0  .   .   .          !
 1978.1!           +                          !!          .   0   .          !
 1978.2!         *   +                        !!         0.   .   .          !
 1978.3!           +     *                    !!          .   .   .  0       !
 1978.4!             *    +                   !!       0  .   .   .          !
 1979.1!              +*                      !!          .   .0  .          !
 1979.2!                *+                    !!          .  0.   .          !
 1979.3!                 +                    !!          .   0   .          !
 1979.4!              *   +                   !!         0.   .   .          !
 1980.1!               *+                     !!          .  0.   .          !
 1980.2!                +*                    !!          .   .0  .          !
 1980.3!                  *+                  !!          .   0   .          !
 1980.4!              *    +                  !!       0  .   .   .          !
 1981.1!               +   *                  !!          .   .   0          !
 1981.2!                 *  +                 !!          .0  .   .          !
 1981.3!                  + *                 !!          .   . 0 .          !
 1981.4!           *         +                !! 0        .   .   .          !
 1982.1!             +      *                 !!          .   .   .   0      !
 1982.2!                     +                !!          .   0   .          !
 1982.3!                     *+               !!          . 0 .   .          !
 1982.4!                   *  +               !!          0   .   .          !
 1983.1!               *    +                 !!         0.   .   .          !
 1983.2!                 +                    !!          .   0   .          !
 1983.3!                  +  *                !!          .   .  0.          !
 1983.4!                     +*               !!          .   .0  .          !
 1984.1!                      *+              !!          .  0.   .          !
 1984.2!                      *+              !!          .  0.   .          !
 1984.3!                      +*              !!          .   0   .          !
 1984.4!                     * +              !!          .0  .   .          !
 1985.1!                      +*              !!          .   .0  .          !
 1985.2!                       +*             !!          .   .0  .          !
 1985.3!                        + *           !!          .   . 0 .          !
 1985.4!                      *   +           !!        0 .   .   .          !
 1986.1!                       +    *         !!          .   .   . 0        !
 1986.2!                            +         !!          .   0   .          !
 1986.3!                            +  *      !!          .   .   0          !
 1986.4!                           *   +      !!          0   .   .          !
 1987.1!                           +  *       !!          .   .   0          !
 1987.2!                              + *     !!          .   . 0 .          !
 1987.3!                                + *   !!          .   .  0.          !
 1987.4!                             *    +   !!        0 .   .   .          !
 1988.1!                             +*       !!          .   . 0 .          !
 1988.2!                              +  *    !!          .   .   0          !
 1988.3!                                + *   !!          .   . 0 .          !
 1988.4!                            *    +    !!         0.   .   .          !
 1989.1!                            +  *      !!          .   .  0.          !
 1989.2!                               +      !!          .   .0  .          !
 1989.3!                               + *    !!          .   .  0.          !
 1989.4!                              *  +    !!          .0  .   .          !
 1990.1!                              + *     !!          .   .  0.          !
 1990.2!                              *+      !!          .  0.   .          !
 1990.3!                              +  *    !!          .   .  0.          !
 1990.4!                          *      +    !!      0   .   .   .          !
 1991.1!                           +          !!          .   .0  .          !
 1991.2!                           +   *      !!          .   .   0          !
 1991.3!                              +    *  !!          .   .   . 0        !
 1991.4!                                *  +  !!          .0  .   .          !
 1992.1!                               *+     !!          .   0   .          !
 1992.2!                           *   +      !!         0.   .   .          !
 1992.3!                           + *        !!          .   .  0.          !
 1992.4!                             +        !!          .  0.   .          !
 1993.1!                             +   *    !!          .   .   .0         !
 1993.2!                               *+     !!          .  0.   .          !
 1993.3!                               +  *   !!          .   .   0          !
 1993.4!                               *  +   !!          .0  .   .          !
 1994.1!                               +*     !!          .   . 0 .          !
 1994.2!                                +     !!          .   .0  .          !
 1994.3!                               *+     !!          .  0.   .          !
 1994.4!                               +*     !!          .   .0  .          !
 1995.1!                               + *    !!          .   .  0.          !
 1995.2!                                 +    !!          .   .0  .          !
 1995.3!                                 +  * !!          .   .   0          !
 1995.4!                                   +  !!          .   0   .          !
 1996.1!                                 *+   !!          . 0 .   .          !
 1996.2!                                +     !!          .  0.   .          !
 1996.3!                             * +      !!          .0  .   .          !
 1996.4!                          *  +        !!          0   .   .          !
 1997.1!                          +*          !!          .   . 0 .          !
 1997.2!                           +*         !!          .   .0  .          !
 1997.3!                            +         !!          .   0   .          !
 1997.4!                       *    +         !!        0 .   .   .          !
 1998.1!                        + *           !!          .   .  0.          !
 1998.2!                    *     +           !!      0   .   .   .          !
 1998.3!                     +      *         !!          .   .   .    0     !
 1998.4!                        *   +         !!         0.   .   .          !
 1999.1!                        +*            !!          .   .0  .          !
 1999.2!                         + *          !!          .   .  0.          !
 1999.3!                           +  *       !!          .   .  0.          !
 1999.4!                         *    +       !!       0  .   .   .          !
 2000.1!                         +            !!          .   0   .          !
 2000.2!                         +            !!          .   0   .          !
 2000.3!                          + *         !!          .   .  0.          !
 2000.4!                         *  +         !!          0   .   .          !
 2001.1!                         +*           !!          .   .0  .          !
 2001.2!                          + *         !!          .   .  0.          !
 2001.3!                            + *       !!          .   . 0 .          !
 2001.4!                         *   +        !!        0 .   .   .          !
 2002.1!                         + *          !!          .   .  0.          !
 2002.2!                           +*         !!          .   . 0 .          !
 2002.3!                            +*        !!          .   .0  .          !
 2002.4!                          *  +        !!         0.   .   .          !
 2003.1!                          + *         !!          .   . 0 .          !
 2003.2!                            +*        !!          .   .0  .          !
 2003.3!                             +*       !!          .   . 0 .          !
 2003.4!                            * +       !!          .0  .   .          !
 2004.1!                            +  *      !!          .   .   0          !
 2004.2!                               +      !!          .   0   .          !
 2004.3!                              +  *    !!          .   .   0          !
 2004.4!                               * +    !!          . 0 .   .          !
 2005.1!                              +*      !!          .   .0  .          !
 2005.2!                               +*     !!          .   .0  .          !
 2005.3!                               +      *!          .   .   .   0      !
 2005.4!                                    *+!!          .  0.   .          !
 2006.1!                                   + *!!          .   .  0.          !
 2006.2!                                   *+ !!          . 0 .   .          !
 2006.3!                                  + * !!          .   .  0.          !
 2006.4!                                *  +  !!          .0  .   .          !
 2007.1!                                + *   !!          .   .  0.          !
 2007.2!                                 +*   !!          .   0   .          !
 2007.3!                                 +*   !!          .   .0  .          !
 2007.4!                                *+    !!          . 0 .   .          !
 2008.1!                               +  *   !!          .   .  0.          !
 2008.2!                                 + *  !!          .   . 0 .          !
 2008.3!                                  + * !!          .   .  0.          !
 2008.4!                               *   +  !!         0.   .   .          !
 2009.1!                               +    * !!          .   .   .  0       !
 2009.2!                                   +* !!          .   .0  .          !
 2009.3!                                   +  !!          .   0   .          !
 2009.4!                                  +   !!          .   0   .          !
 2010.1!                                 +   *!!          .   .   .0         !
 2010.2!                                    + !!          .   0   .          !
 2010.3!                                   +  !!          .   .0  .          !
 2010.4!                                * +   !!          . 0 .   .          !
 2011.1!                                +  *  !!          .   .   0          !
 2011.2!                                  +   !!          .   0   .          !
 2011.3!                                 + *  !!          .   .  0.          !
 2011.4!                              *   +   !!        0 .   .   .          !
 2012.1!                              +    *  !!          .   .   .  0       !
 2012.2!                                 *+   !!          .  0.   .          !
 2012.3!                                +  *  !!          .   .  0.          !
 2012.4!                                  +   !!          .   0   .          !


     23.40 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHSA=CHPX$Q/SAPMM;                                                     
 GENR LAACHSA=LOG(AACHSA+.00001);                                             
 GENR LACHSA=LOG(ACHSA+.00001);                                               
 LHS AACHSA=EXP(LAACHSA)-.00001;                                              
  EQ 1344 LAACHSA C LACHSA(-1) PCHSA;                                         
EQUATION 992  LAACHSA  
   RHS     C  LACHSA(-1)  PCHSA  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  992 PLOT=0;END;                                                     

Equation number =  992
**********************

Dependent variable = LAACHSA 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -3.701829894

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.060590397       0.384036876   0.15777     1.000000
13385 LACHSA  ( -1)       0.965947921       0.027116617  35.62199    -3.724343
13383 PCHSA   (  0)      -0.149833874       0.388232403  -0.38594     1.100543

SE of equation            =     0.292646797
Sum of squared residuals  =  10.5339841      -0.826272384E-11
Average absolute error    =     0.233307254
Sum of ABS residuals      =  29.3967140    
R squared                 =   0.93576
Durbin-Watson statistic   =   2.68779
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!          *+                          !!        .    0.     .        !
 1981.4!     *     +                          !!0       .     .     .        !
 1982.1!     +*                               !!        .     .0    .        !
 1982.2!      +                               !!        .     0     .        !
 1982.3!     * +                              !!        . 0   .     .        !
 1982.4!   *  +                               !!        0     .     .        !
 1983.1!  * +                                 !!        . 0   .     .        !
 1983.2!   + *                                !!        .     .    0.        !
 1983.3!    * +                               !!        . 0   .     .        !
 1983.4! *  +                                 !!      0 .     .     .        !
 1984.1*  +                                   !!       0.     .     .        !
 1984.2!+     *                               !!        .     .     .       0!
 1984.3!     *+                               !!        .  0  .     .        !
 1984.4!    *+                                !!        . 0   .     .        !
 1985.1!   *+                                 !!        .   0 .     .        !
 1985.2!    +  *                              !!        .     .     .0       !
 1985.3!     * +                              !!        . 0   .     .        !
 1985.4!      + *                             !!        .     .   0 .        !
 1986.1!   *    +                             !!  0     .     .     .        !
 1986.2!    +    *                            !!        .     .     .    0   !
 1986.3!         +                            !!        .     0     .        !
 1986.4!          +                           !!        .     .0    .        !
 1987.1!           +     *                    !!        .     .     .        0
 1987.2!           *     +                    !!0       .     .     .        !
 1987.3!           *+                         !!        .   0 .     .        !
 1987.4!            + *                       !!        .     .   0 .        !
 1988.1!          *   +                       !!     0  .     .     .        !
 1988.2!           +  *                       !!        .     .     0        !
 1988.3!            * +                       !!        . 0   .     .        !
 1988.4!             +*                       !!        .     . 0   .        !
 1989.1!        *     +                       !!0       .     .     .        !
 1989.2!         +    *                       !!        .     .     .    0   !
 1989.3!             *+                       !!        .  0  .     .        !
 1989.4!             + *                      !!        .     .   0 .        !
 1990.1!               +                      !!        .    0.     .        !
 1990.2!               + *                    !!        .     .  0  .        !
 1990.3!                *+                    !!        .   0 .     .        !
 1990.4!               * +                    !!        . 0   .     .        !
 1991.1!         *      +                     !0        .     .     .        !
 1991.2!          +  *                        !!        .     .     .0       !
 1991.3!              + *                     !!        .     .    0.        !
 1991.4!                +*                    !!        .     . 0   .        !
 1992.1!           *      +                   !0        .     .     .        !
 1992.2!            +  *                      !!        .     .     .0       !
 1992.3!               +*                     !!        .     . 0   .        !
 1992.4!                + *                   !!        .     .  0  .        !
 1993.1!               *  +                   !!        0     .     .        !
 1993.2!                +*                    !!        .     .  0  .        !
 1993.3!                 +*                   !!        .     .0    .        !
 1993.4!                  + *                 !!        .     .   0 .        !
 1994.1!                *   +                 !!    0   .     .     .        !
 1994.2!                + *                   !!        .     .   0 .        !
 1994.3!                   +                  !!        .     . 0   .        !
 1994.4!                    +    *            !!        .     .     .     0  !
 1995.1!                   *     +            !!0       .     .     .        !
 1995.2!                   + *                !!        .     .  0  .        !
 1995.3!                    *+                !!        .    0.     .        !
 1995.4!                     + *              !!        .     .    0.        !
 1996.1!                  *    +              !!   0    .     .     .        !
 1996.2!                   + *                !!        .     .     0        !
 1996.3!                    * +               !!        .0    .     .        !
 1996.4!                    +*                !!        .     . 0   .        !
 1997.1!                  *  +                !!        0     .     .        !
 1997.2!                   +*                 !!        .     .  0  .        !
 1997.3!                    +                 !!        .     .0    .        !
 1997.4!                    +*                !!        .     .0    .        !
 1998.1!                  *  +                !!      0 .     .     .        !
 1998.2!                  + *                 !!        .     .   0 .        !
 1998.3!                    +                 !!        .     .0    .        !
 1998.4!                    +*                !!        .     . 0   .        !
 1999.1!                  *  +                !!      0 .     .     .        !
 1999.2!                  +  *                !!        .     .     0        !
 1999.3!                     + *              !!        .     .   0 .        !
 1999.4!                       +*             !!        .     .  0  .        !
 2000.1!                      * +             !!        .0    .     .        !
 2000.2!                      +*              !!        .     .  0  .        !
 2000.3!                       +*             !!        .     . 0   .        !
 2000.4!                        +             !!        .     . 0   .        !
 2001.1!                      * +             !!        .0    .     .        !
 2001.2!                      +*              !!        .     .  0  .        !
 2001.3!                       + *            !!        .     .   0 .        !
 2001.4!                         +            !!        .     . 0   .        !
 2002.1!                       * +            !!        .0    .     .        !
 2002.2!                       + *            !!        .     .   0 .        !
 2002.3!                         +*           !!        .     .   0 .        !
 2002.4!                          +*          !!        .     .0    .        !
 2003.1!                        * +           !!        .0    .     .        !
 2003.2!                        +  *          !!        .     .     .0       !
 2003.3!                           + *        !!        .     .   0 .        !
 2003.4!                             +        !!        .     .0    .        !
 2004.1!                          *  +        !!      0 .     .     .        !
 2004.2!                          +  *        !!        .     .     .0       !
 2004.3!                             + *      !!        .     .    0.        !
 2004.4!                               +      !!        .    0.     .        !
 2005.1!                            *  +      !!        0     .     .        !
 2005.2!                            +  *      !!        .     .     .0       !
 2005.3!                               + *    !!        .     .   0 .        !
 2005.4!                               * +    !!        .0    .     .        !
 2006.1!                            * +       !!        .0    .     .        !
 2006.2!                            +   *     !!        .     .     . 0      !
 2006.3!                                +*    !!        .     .  0  .        !
 2006.4!                                *+    !!        .   0 .     .        !
 2007.1!                               *+     !!        .  0  .     .        !
 2007.2!                               +   *  !!        .     .     .  0     !
 2007.3!                                   +  !!        .     0     .        !
 2007.4!                                 *+   !!        .  0  .     .        !
 2008.1!                               * +    !!        . 0   .     .        !
 2008.2!                               +  *   !!        .     .     0        !
 2008.3!                                  +  *!!        .     .     .0       !
 2008.4!                                   * +!!        .0    .     .        !
 2009.1!                                * +   !!        .0    .     .        !
 2009.2!                                +   * !!        .     .     . 0      !
 2009.3!                                    + !!        .     0     .        !
 2009.4!                                  *+  !!        .  0  .     .        !
 2010.1!                                 *+   !!        .   0 .     .        !
 2010.2!                                 + *  !!        .     .     0        !
 2010.3!                                   +* !!        .     . 0   .        !
 2010.4!                                  * + !!        .  0  .     .        !
 2011.1!                                 *+   !!        .   0 .     .        !
 2011.2!                                 +   *!!        .     .     .  0     !
 2011.3!                                     +*!        .     .  0  .        !
 2011.4!                                    * +!        .  0  .     .        !
 2012.1!                                   *+ !!        . 0   .     .        !
 2012.2!                                  +   *!        .     .     . 0      !
 2012.3!                                      +!        .     0     .        !
 2012.4!                                    *+!!        . 0   .     .        !


     27.78 percent of the residuals exceed 1 SE
      6.35 percent of the residuals exceed 2 SE
@EQ  1345 LAAARSA C LAARSA(-1) PARSA;SMPL 1976.4 2012.4;OLS;EST 1345 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRSA=BRPX$Q/SAPMM;                                                     
 GENR LAABRSA=LOG(AABRSA+.00001);                                             
 GENR LABRSA=LOG(ABRSA+.00001);                                               
 LHS AABRSA=EXP(LAABRSA)-.00001;                                              
  EQ 1346 LAABRSA C LABRSA(-1) PBRSA;                                         
EQUATION 993  LAABRSA  
   RHS     C  LABRSA(-1)  PBRSA  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  993 PLOT=0;END;                                                     

Equation number =  993
**********************

Dependent variable = LAABRSA 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.120247027

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.008175865       0.339900527  -2.96609     1.000000
13388 LABRSA  ( -1)       0.736565822       0.061899425  11.89940    -4.132180
13386 PBRSA   (  0)      -0.071818794       0.160999015  -0.44608     0.953070

SE of equation            =     0.269630991
Sum of squared residuals  =  8.94220715      -0.173074888E-10
Average absolute error    =     0.201929144
Sum of ABS residuals      =  25.4430721    
R squared                 =   0.55803
Durbin-Watson statistic   =   2.10161
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3*     +                                !!         0.   .   .          !
 1981.4!  *  +                                !!          .0  .   .          !
 1982.1!        +*                            !!          .   .0  .          !
 1982.2!         *   +                        !!          .0  .   .          !
 1982.3!           * +                        !!          .  0.   .          !
 1982.4!         *    +                       !!          0   .   .          !
 1983.1! *           +                        !!     0    .   .   .          !
 1983.2!       +               *              !!          .   .   .       0  !
 1983.3!                   *   +              !!          .0  .   .          !
 1983.4!         *          +                 !!      0   .   .   .          !
 1984.1!        *   +                         !!          .0  .   .          !
 1984.2!            +                         !!          .   0   .          !
 1984.3!           *  +                       !!          .0  .   .          !
 1984.4!        *     +                       !!          0   .   .          !
 1985.1!*           +                         !!     0    .   .   .          !
 1985.2!      +   *                           !!          .   .  0.          !
 1985.3!         *   +                        !!          .0  .   .          !
 1985.4!          *  +                        !!          . 0 .   .          !
 1986.1!              +  *                    !!          .   . 0 .          !
 1986.2!                   +          *       !!          .   .   .   0      !
 1986.3!                *           +         !!     0    .   .   .          !
 1986.4!    *            +                    !!    0     .   .   .          !
 1987.1!         +                *           !!          .   .   .        0 !
 1987.2!                         +         *  !!          .   .   .  0       !
 1987.3!                                +    *!!          .   .   0          !
 1987.4!                                  +*  !!          .   .0  .          !
 1988.1!                     *          +     !!      0   .   .   .          !
 1988.2!                      +   *           !!          .   .  0.          !
 1988.3!                         + *          !!          .   . 0 .          !
 1988.4!                        * +           !!          . 0 .   .          !
 1989.1!             *          +             !!      0   .   .   .          !
 1989.2!                +*                    !!          .   .0  .          !
 1989.3!                  *+                  !!          .  0.   .          !
 1989.4!                *   +                 !!          .0  .   .          !
 1990.1!                  +    *              !!          .   .   0          !
 1990.2!                        +*            !!          .   .0  .          !
 1990.3!                         +*           !!          .   .0  .          !
 1990.4!                      *  +            !!          .0  .   .          !
 1991.1!                      +    *          !!          .   .   0          !
 1991.2!                          +           !!          .   0   .          !
 1991.3!                  *       +           !!         0.   .   .          !
 1991.4!                   *+                 !!          .  0.   .          !
 1992.1!                  * +                 !!          . 0 .   .          !
 1992.2!                   +  *               !!          .   . 0 .          !
 1992.3!                      + *             !!          .   . 0 .          !
 1992.4!                        +    *        !!          .   .  0.          !
 1993.1!                     *     +          !!         0.   .   .          !
 1993.2!                      +               !!          .   0   .          !
 1993.3!                       + *            !!          .   . 0 .          !
 1993.4!                      *  +            !!          . 0 .   .          !
 1994.1!               *      +               !!         0.   .   .          !
 1994.2!                 +     *              !!          .   .   0          !
 1994.3!                       +*             !!          .   .0  .          !
 1994.4!                     *  +             !!          . 0 .   .          !
 1995.1!                   *  +               !!          . 0 .   .          !
 1995.2!                    +*                !!          .   0   .          !
 1995.3!                     +  *             !!          .   . 0 .          !
 1995.4!                     *  +             !!          .0  .   .          !
 1996.1!                     +  *             !!          .   . 0 .          !
 1996.2!                        +             !!          .   0   .          !
 1996.3!                    *   +             !!          .0  .   .          !
 1996.4!                *    +                !!          .0  .   .          !
 1997.1!                  +   *               !!          .   .  0.          !
 1997.2!                  *   +               !!          .0  .   .          !
 1997.3!            *      +                  !!         0.   .   .          !
 1997.4!            *  +                      !!          . 0 .   .          !
 1998.1!               +                      !!          .   0   .          !
 1998.2!                 +*                   !!          .   .0  .          !
 1998.3!               *    +                 !!          0   .   .          !
 1998.4!                 +                    !!          .   0   .          !
 1999.1!                * +                   !!          . 0 .   .          !
 1999.2!                  +  *                !!          .   .  0.          !
 1999.3!                      +    *          !!          .   .   0          !
 1999.4!                      *   +           !!          .0  .   .          !
 2000.1!                  *    +              !!          .0  .   .          !
 2000.2!                  * +                 !!          . 0 .   .          !
 2000.3!                   +   *              !!          .   .  0.          !
 2000.4!                     * +              !!          . 0 .   .          !
 2001.1!                      + *             !!          .   . 0 .          !
 2001.2!                        +*            !!          .   .0  .          !
 2001.3!                        +   *         !!          .   .  0.          !
 2001.4!                          + *         !!          .   .0  .          !
 2002.1!                      *    +          !!          .0  .   .          !
 2002.2!         *            +               !!    0     .   .   .          !
 2002.3!             +                   *    !!          .   .   .          0
 2002.4!                             *+       !!          .  0.   .          !
 2003.1!                          * +         !!          .  0.   .          !
 2003.2!                       * +            !!          . 0 .   .          !
 2003.3!                       +  *           !!          .   .  0.          !
 2003.4!                          +    *      !!          .   .   0          !
 2004.1!                             +        !!          .  0.   .          !
 2004.2!                        *  +          !!          . 0 .   .          !
 2004.3!                        +      *      !!          .   .   . 0        !
 2004.4!                             +        !!          .   0   .          !
 2005.1!                          *+          !!          .  0.   .          !
 2005.2!                         + *          !!          .   .0  .          !
 2005.3!                          +     *     !!          .   .   .0         !
 2005.4!                             +     *  !!          .   .   0          !
 2006.1!                               + *    !!          .   .0  .          !
 2006.2!                       *      +       !!         0.   .   .          !
 2006.3!                       +        *     !!          .   .   . 0        !
 2006.4!                             +  *     !!          .   . 0 .          !
 2007.1!                        *    +        !!          0   .   .          !
 2007.2!                       +*             !!          .   .0  .          !
 2007.3!                        + *           !!          .   . 0 .          !
 2007.4!                        *+            !!          .  0.   .          !
 2008.1!                       +  *           !!          .   . 0 .          !
 2008.2!                         +   *        !!          .   .  0.          !
 2008.3!                           +   *      !!          .   . 0 .          !
 2008.4!                            +*        !!          .   .0  .          !
 2009.1!                           + *        !!          .   .0  .          !
 2009.2!                           + *        !!          .   . 0 .          !
 2009.3!                            +    *    !!          .   .   0          !
 2009.4!                             *+       !!          .  0.   .          !
 2010.1!                           +      *   !!          .   .   .0         !
 2010.2!                               +  *   !!          .   . 0 .          !
 2010.3!                               +      *!          .   .   .0         !
 2010.4!                                  +   *!          .   .  0.          !
 2011.1!                               * +    !!          . 0 .   .          !
 2011.2!                            +    *    !!          .   .   0          !
 2011.3!                              +  *    !!          .   . 0 .          !
 2011.4!                              + *     !!          .   . 0 .          !
 2012.1!                         *   +        !!          .0  .   .          !
 2012.2!                        +             !!          .   0   .          !
 2012.3!                       + *            !!          .   .0  .          !
 2012.4!                        +     *       !!          .   .   .0         !


     20.63 percent of the residuals exceed 1 SE
      6.35 percent of the residuals exceed 2 SE
@EQ  1347 LAACESA C LACESA(-1) PCESA;SMPL 1990.3 2012.4;OLS;EST 1347 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMESA=MEPX$Q/SAPMM;                                                     
 GENR LAAMESA=LOG(AAMESA+.00001);                                             
 GENR LAMESA=LOG(AMESA+.00001);                                               
 LHS AAMESA=EXP(LAAMESA)-.00001;                                              
  EQ 1348 LAAMESA C LAMESA(-1) PMESA;                                         
EQUATION 994  LAAMESA  
   RHS     C  LAMESA(-1)  PMESA  
 SMPL 1984.2 2012.4;                                                          
Sample period is now  1984.2 to  2012.4 Internally:   130 to   244
 OLS;EST  994 PLOT=0;END;                                                     

Equation number =  994
**********************

Dependent variable = LAAMESA 

 1984.2 -   2012.4,    0 missing obs.,  115 obs. used.

Mean of dependent variable       -7.542230682

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.217074765       0.732726956  -0.29626     1.000000
13391 LAMESA  ( -1)       0.834795799       0.051091098  16.33936    -7.578468
13389 PMESA   (  0)      -0.914405999       0.790971619  -1.15605     1.092166

SE of equation            =     0.550298026
Sum of squared residuals  =  33.9167268      -0.175068848E-10
Average absolute error    =     0.410663758
Sum of ABS residuals      =  47.2263322    
R squared                 =   0.78472
Durbin-Watson statistic   =   2.00738
SMPL and No. Obs.         = 1984.2   2012.4    115

Plot of actual(*) and fitted(+) values and residuals(0)


 1984.2!   +       *                          !!        .     .     .   0    !
 1984.3!     *      +                         !!      0 .     .     .        !
 1984.4!      *+                              !!        .   0 .     .        !
 1985.1!  *    +                              !!       0.     .     .        !
 1985.2*    +                                 !!        0     .     .        !
 1985.3!  +          *                        !!        .     .     .        0
 1985.4!              +  *                    !!        .     .   0 .        !
 1986.1!        *         +                   !! 0      .     .     .        !
 1986.2!    *     +                           !!     0  .     .     .        !
 1986.3!*      +                              !!      0 .     .     .        !
 1986.4!    +    *                            !!        .     .     .0       !
 1987.1!            +*                        !!        .     . 0   .        !
 1987.2!              *+                      !!        .   0 .     .        !
 1987.3!             *  +                     !!        .  0  .     .        !
 1987.4!             *  +                     !!        .  0  .     .        !
 1988.1!        *       +                     !!    0   .     .     .        !
 1988.2!        *  +                          !!        . 0   .     .        !
 1988.3!        *  +                          !!        . 0   .     .        !
 1988.4!       *   +                          !!        . 0   .     .        !
 1989.1!          + *                         !!        .     . 0   .        !
 1989.2!             *+                       !!        .    0.     .        !
 1989.3!            *  +                      !!        . 0   .     .        !
 1989.4!            * +                       !!        .   0 .     .        !
 1990.1!              +      *                !!        .     .     .  0     !
 1990.2!                   *  +               !!        .  0  .     .        !
 1990.3!                    +*                !!        .     .0    .        !
 1990.4!                       +              !!        .     0     .        !
 1991.1!               *       +              !!  0     .     .     .        !
 1991.2!                +      *              !!        .     .     . 0      !
 1991.3!                       +  *           !!        .     .  0  .        !
 1991.4!                     *    +           !!       0.     .     .        !
 1992.1!                      +   *           !!        .     .     0        !
 1992.2!                          +*          !!        .     0     .        !
 1992.3!                        *  +          !!        . 0   .     .        !
 1992.4!                      * +             !!        .  0  .     .        !
 1993.1!                  *    +              !!        0     .     .        !
 1993.2!             *     +                  !!      0 .     .     .        !
 1993.3!               +*                     !!        .     .0    .        !
 1993.4!                 + *                  !!        .     . 0   .        !
 1994.1!                    +   *             !!        .     .     0        !
 1994.2!                      * +             !!        .   0 .     .        !
 1994.3!                  *    +              !!        0     .     .        !
 1994.4!                   +    *             !!        .     .     .0       !
 1995.1!                        +      *      !!        .     .     .  0     !
 1995.2!                            * +       !!        . 0   .     .        !
 1995.3!                         * +          !!        . 0   .     .        !
 1995.4!                         +     *      !!        .     .     . 0      !
 1996.1!                            * +       !!        .   0 .     .        !
 1996.2!                       *    +         !!        0     .     .        !
 1996.3!                        +  *          !!        .     .    0.        !
 1996.4!                       *   +          !!        .0    .     .        !
 1997.1!                       + *            !!        .     .  0  .        !
 1997.2!                         +            !!        .     .0    .        !
 1997.3!                         +            !!        .    0.     .        !
 1997.4!                        +*            !!        .     .0    .        !
 1998.1!                        +          *  !!        .     .     .      0 !
 1998.2!                                 + *  !!        .     .  0  .        !
 1998.3!                                 + *  !!        .     .  0  .        !
 1998.4!                                 + *  !!        .     .  0  .        !
 1999.1!                           *     +    !!      0 .     .     .        !
 1999.2!                          + *         !!        .     .  0  .        !
 1999.3!                           + *        !!        .     . 0   .        !
 1999.4!                            +*        !!        .     . 0   .        !
 2000.1!                 *          +         !0        .     .     .        !
 2000.2!                 +*                   !!        .     0     .        !
 2000.3!                 *+                   !!        .    0.     .        !
 2000.4!                  +                   !!        .     0     .        !
 2001.1!              *   +                   !!        .0    .     .        !
 2001.2!              *+                      !!        .    0.     .        !
 2001.3!              *+                      !!        .    0.     .        !
 2001.4!              +                       !!        .    0.     .        !
 2002.1!              +     *                 !!        .     .     .0       !
 2002.2!                   +*                 !!        .     .0    .        !
 2002.3!                    +                 !!        .     0     .        !
 2002.4!                    +                 !!        .     .0    .        !
 2003.1!                    +     *           !!        .     .     . 0      !
 2003.2!                          +           !!        .     .0    .        !
 2003.3!                          +           !!        .     0     .        !
 2003.4!                          +*          !!        .     .0    .        !
 2004.1!                       *  +           !!        . 0   .     .        !
 2004.2!                       +              !!        .     0     .        !
 2004.3!                        +             !!        .     0     .        !
 2004.4!                        +             !!        .     0     .        !
 2005.1!                        +      *      !!        .     .     .   0    !
 2005.2!                              + *     !!        .     . 0   .        !
 2005.3!                               +*     !!        .     .0    .        !
 2005.4!                              + *     !!        .     . 0   .        !
 2006.1!                               +      *!        .     .     .  0     !
 2006.2!                                    + *!        .     .  0  .        !
 2006.3!                                    + *!        .     . 0   .        !
 2006.4!                                    +*!!        .     . 0   .        !
 2007.1!                              *    +  !!      0 .     .     .        !
 2007.2!                             +*       !!        .     .0    .        !
 2007.3!                             +*       !!        .     .0    .        !
 2007.4!                             +*       !!        .     .0    .        !
 2008.1!                              + *     !!        .     .  0  .        !
 2008.2!                               +*     !!        .     .0    .        !
 2008.3!                               *+     !!        .    0.     .        !
 2008.4!                              +       !!        .     0     .        !
 2009.1!                             +        !!        .     0     .        !
 2009.2!                             +   *    !!        .     .    0.        !
 2009.3!                               *+     !!        .   0 .     .        !
 2009.4!                              + *     !!        .     .  0  .        !
 2010.1!                        *      +      !!     0  .     .     .        !
 2010.2!                        +  *          !!        .     .  0  .        !
 2010.3!                          *+          !!        .    0.     .        !
 2010.4!                          +  *        !!        .     .    0.        !
 2011.1!                            *+        !!        .   0 .     .        !
 2011.2!                       *    +         !!        0     .     .        !
 2011.3!                       +         *    !!        .     .     .     0  !
 2011.4!                                +*    !!        .     . 0   .        !
 2012.1!                               *+     !!        .   0 .     .        !
 2012.2!                          *   +       !!        .0    .     .        !
 2012.3!                        * +           !!        .   0 .     .        !
 2012.4!                        +       *     !!        .     .     .    0   !


     30.43 percent of the residuals exceed 1 SE
      5.22 percent of the residuals exceed 2 SE
@@EQ 1349 LAAPESA C LAPESA(-1) PPESA;SMPL 1992.2 2012.4;OLS;EST 1349 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTUSA=TUPX$/SAPMM;                                                      
 GENR LAATUSA=LOG(AATUSA+.00001);                                             
 GENR LATUSA=LOG(ATUSA+.00001);                                               
 LHS AATUSA=EXP(LAATUSA)-.00001;                                              
  EQ 1350 LAATUSA C LATUSA(-1) PTUSA;                                         
EQUATION 995  LAATUSA  
   RHS     C  LATUSA(-1)  PTUSA  
 SMPL 1975.1 2012.4;                                                          
Sample period is now  1975.1 to  2012.4 Internally:    93 to   244
 OLS;EST  995 PLOT=0;END;                                                     

Equation number =  995
**********************

Dependent variable = LAATUSA 

 1975.1 -   2012.4,    0 missing obs.,  152 obs. used.

Mean of dependent variable       -4.603116452

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.133767448       0.326536607  -0.40966     1.000000
13394 LATUSA  ( -1)       0.952440764       0.021073680  45.19575    -4.624061
13392 PTUSA   (  0)      -0.059462676       0.286802901  -0.20733     1.096573

SE of equation            =     0.273111472
Sum of squared residuals  =  11.1138916       0.508482145E-12
Average absolute error    =     0.207220102
Sum of ABS residuals      =  31.4974555    
R squared                 =   0.93212
Durbin-Watson statistic   =   2.36186
SMPL and No. Obs.         = 1975.1   2012.4    152

Plot of actual(*) and fitted(+) values and residuals(0)


 1975.1!     * +                              !!          0   .   .          !
 1975.2!    * +                               !!          .0  .   .          !
 1975.3!     +  *                             !!          .   .   0          !
 1975.4!       * +                            !!          .0  .   .          !
 1976.1!        +   *                         !!          .   .   .0         !
 1976.2!       *    +                         !!     0    .   .   .          !
 1976.3!        +  *                          !!          .   .   0          !
 1976.4!           + *                        !!          .   . 0 .          !
 1977.1!          *  +                        !!        0 .   .   .          !
 1977.2!       *   +                          !!        0 .   .   .          !
 1977.3!      * +                             !!          . 0 .   .          !
 1977.4!        +                             !!          .   0   .          !
 1978.1*         +                            !0          .   .   .          !
 1978.2! +   *                                !!          .   .   .  0       !
 1978.3!     *+                               !!          . 0 .   .          !
 1978.4!      +   *                           !!          .   .   . 0        !
 1979.1!      *    +                          !!      0   .   .   .          !
 1979.2!     * +                              !!          . 0 .   .          !
 1979.3!   *   +                              !!         0.   .   .          !
 1979.4!     +                                !!          .   0   .          !
 1980.1!   *  +                               !!          0   .   .          !
 1980.2!     +*                               !!          .   .0  .          !
 1980.3!       +  *                           !!          .   .   0          !
 1980.4!           +     *                    !!          .   .   .      0   !
 1981.1!                * +                   !!          .0  .   .          !
 1981.2!                 +*                   !!          .   .0  .          !
 1981.3!                  +   *               !!          .   .   . 0        !
 1981.4!                       + *            !!          .   .   0          !
 1982.1!                    *     +           !!     0    .   .   .          !
 1982.2!                    +  *              !!          .   .   0          !
 1982.3!                        +   *         !!          .   .   . 0        !
 1982.4!                            +         !!          .   .0  .          !
 1983.1!                      *     +         !!    0     .   .   .          !
 1983.2!                      +*              !!          .   .0  .          !
 1983.3!                       +   *          !!          .   .   . 0        !
 1983.4!                           + *        !!          .   .  0.          !
 1984.1!                       *     +        !!     0    .   .   .          !
 1984.2!                        +*            !!          .   . 0 .          !
 1984.3!                         +   *        !!          .   .   .  0       !
 1984.4!                             +*       !!          .   .0  .          !
 1985.1!                             *+       !!          . 0 .   .          !
 1985.2!                            + *       !!          .   . 0 .          !
 1985.3!                              +*      !!          .   . 0 .          !
 1985.4!                               +*     !!          .   . 0 .          !
 1986.1!                               *+     !!          . 0 .   .          !
 1986.2!                              *+      !!          .  0.   .          !
 1986.3!                              +       !!          .   .0  .          !
 1986.4!                              +  *    !!          .   .   0          !
 1987.1!                             *   +    !!        0 .   .   .          !
 1987.2!                             +*       !!          .   .0  .          !
 1987.3!                              + *     !!          .   .   0          !
 1987.4!                                +  *  !!          .   .   .0         !
 1988.1!                                 * +  !!          .0  .   .          !
 1988.2!                              *  +    !!         0.   .   .          !
 1988.3!                              +       !!          .   .0  .          !
 1988.4!                              +       !!          .  0.   .          !
 1989.1!                              +       !!          .   .0  .          !
 1989.2!                              +       !!          .  0.   .          !
 1989.3!                             *+       !!          .  0.   .          !
 1989.4!                             +  *     !!          .   .   0          !
 1990.1!                                +     !!          .   0   .          !
 1990.2!                             *  +     !!          0   .   .          !
 1990.3!                           * +        !!          0   .   .          !
 1990.4!                           +   *      !!          .   .   . 0        !
 1991.1!                              *+      !!          .  0.   .          !
 1991.2!                              +*      !!          .   0   .          !
 1991.3!                               +      !!          .   .0  .          !
 1991.4!                               +      !!          .  0.   .          !
 1992.1!                              *+      !!          . 0 .   .          !
 1992.2!                            * +       !!          .0  .   .          !
 1992.3!                            +*        !!          .   . 0 .          !
 1992.4!                             +   *    !!          .   .   .0         !
 1993.1!                                *+    !!          .  0.   .          !
 1993.2!                                +     !!          .   .0  .          !
 1993.3!                                +*    !!          .   . 0 .          !
 1993.4!                                 +*   !!          .   .0  .          !
 1994.1!                                 *+   !!          .  0.   .          !
 1994.2!                                 +    !!          .   0   .          !
 1994.3!                                 +    !!          .   0   .          !
 1994.4!                                 +*   !!          .   . 0 .          !
 1995.1!                                * +   !!          . 0 .   .          !
 1995.2!                              * +     !!          0   .   .          !
 1995.3!                           *  +       !!          0   .   .          !
 1995.4!                           +*         !!          .   .0  .          !
 1996.1!                            + *       !!          .   .  0.          !
 1996.2!                            * +       !!          .0  .   .          !
 1996.3!                            +         !!          .   0   .          !
 1996.4!                            +  *      !!          .   .   0          !
 1997.1!                              *+      !!          . 0 .   .          !
 1997.2!                              +       !!          .   .0  .          !
 1997.3!                           *  +       !!        0 .   .   .          !
 1997.4!                           +   *      !!          .   .   .  0       !
 1998.1!                              *+      !!          . 0 .   .          !
 1998.2!                          *   +       !!        0 .   .   .          !
 1998.3!                          +*          !!          .   .0  .          !
 1998.4!                           + *        !!          .   .  0.          !
 1999.1!                            *+        !!          . 0 .   .          !
 1999.2!                          * +         !!          .0  .   .          !
 1999.3!                          +*          !!          .   . 0 .          !
 1999.4!                           + *        !!          .   .  0.          !
 2000.1!                           * +        !!          .0  .   .          !
 2000.2!                           +          !!          .   0   .          !
 2000.3!                          *+          !!          . 0 .   .          !
 2000.4!                          +   *       !!          .   .   .0         !
 2001.1!                            * +       !!          . 0 .   .          !
 2001.2!                            +         !!          .  0.   .          !
 2001.3!                            +*        !!          .   .  0.          !
 2001.4!                             + *      !!          .   . 0 .          !
 2002.1!                             * +      !!          .0  .   .          !
 2002.2!                             +        !!          .   .0  .          !
 2002.3!                             +        !!          .  0.   .          !
 2002.4!                             + *      !!          .   .  0.          !
 2003.1!                              +*      !!          .   0   .          !
 2003.2!                               +      !!          .   .0  .          !
 2003.3!                               +  *   !!          .   .   0          !
 2003.4!                                * +   !!          . 0 .   .          !
 2004.1!                               *+     !!          . 0 .   .          !
 2004.2!                               +*     !!          .   . 0 .          !
 2004.3!                               *+     !!          .  0.   .          !
 2004.4!                               + *    !!          .   .  0.          !
 2005.1!                                *+    !!          .  0.   .          !
 2005.2!                                +*    !!          .   .0  .          !
 2005.3!                                *+    !!          .  0.   .          !
 2005.4!                                +*    !!          .   . 0 .          !
 2006.1!                               * +    !!          .0  .   .          !
 2006.2!                              *+      !!          .  0.   .          !
 2006.3!                              +*      !!          .   . 0 .          !
 2006.4!                               +*     !!          .   . 0 .          !
 2007.1!                                +     !!          .   0   .          !
 2007.2!                                +     !!          .   0   .          !
 2007.3!                                + *   !!          .   .   0          !
 2007.4!                                * +   !!          . 0 .   .          !
 2008.1!                                +     !!          .  0.   .          !
 2008.2!                                +   * !!          .   .   .0         !
 2008.3!                                   + *!!          .   . 0 .          !
 2008.4!                                *   + !!       0  .   .   .          !
 2009.1!                                +*    !!          .   . 0 .          !
 2009.2!                                + *   !!          .   . 0 .          !
 2009.3!                                  +*  !!          .   . 0 .          !
 2009.4!                                  *+  !!          . 0 .   .          !
 2010.1!                                  +*  !!          .   . 0 .          !
 2010.2!                                   +* !!          .   . 0 .          !
 2010.3!                                  * + !!          .0  .   .          !
 2010.4!                                  +   !!          .  0.   .          !
 2011.1!                                  +   !!          .   0   .          !
 2011.2!                                  + * !!          .   .   0          !
 2011.3!                                   *+ !!          .  0.   .          !
 2011.4!                                   +  !!          .   0   .          !
 2012.1!                                   +* !!          .   . 0 .          !
 2012.2!                                    + *!          .   .   0          !
 2012.3!                                   *  +!          0   .   .          !
 2012.4!                                   +  !!          .   0   .          !


     28.95 percent of the residuals exceed 1 SE
      4.61 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDSA=PDPX$/SAPMM;                                                      
 GENR LAAPDSA=LOG(AAPDSA+.00001);                                             
 GENR LAPDSA=LOG(APDSA+.00001);                                               
 LHS AAPDSA=EXP(LAAPDSA)-.00001;                                              
  EQ 1351 LAAPDSA C LAPDSA(-1) PPDSA;                                         
EQUATION 996  LAAPDSA  
   RHS     C  LAPDSA(-1)  PPDSA  
 SMPL 1985.3 2012.4;                                                          
Sample period is now  1985.3 to  2012.4 Internally:   135 to   244
 OLS;EST  996 PLOT=0;END;                                                     

Equation number =  996
**********************

Dependent variable = LAAPDSA 

 1985.3 -   2012.4,    0 missing obs.,  110 obs. used.

Mean of dependent variable       -6.655625500

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.492095782       0.519818697  -0.94667     1.000000
13397 LAPDSA  ( -1)       0.851647192       0.047201705  18.04272    -6.674749
13395 PPDSA   (  0)      -0.442460001       0.477560187  -0.92650     1.082580

SE of equation            =     0.304158139
Sum of squared residuals  =  9.89880254       0.185078619E-10
Average absolute error    =     0.189229182
Sum of ABS residuals      =  20.8152100    
R squared                 =   0.77532
Durbin-Watson statistic   =   2.60775
SMPL and No. Obs.         = 1985.3   2012.4    110

Plot of actual(*) and fitted(+) values and residuals(0)


 1985.3!  *+                                  !!           . 0.  .           !
 1985.4!   *+                                 !!           . 0.  .           !
 1986.1*     +                                !!         0 .  .  .           !
 1986.2! *+                                   !!           .  0  .           !
 1986.3! *  +                                 !!           .0 .  .           !
 1986.4!    +                                 !!           .  0  .           !
 1987.1!      + *                             !!           .  . 0.           !
 1987.2!          +*                          !!           .  .0 .           !
 1987.3!        *   +                         !!          0.  .  .           !
 1987.4!          + *                         !!           .  . 0.           !
 1988.1!           * +                        !!           .0 .  .           !
 1988.2!            +                         !!           . 0.  .           !
 1988.3!             +                        !!           .  0  .           !
 1988.4!              +          *            !!           .  .  .      0    !
 1989.1!             *           +            !!    0      .  .  .           !
 1989.2!              +            *          !!           .  .  .       0   !
 1989.3!                      *  +            !!           0  .  .           !
 1989.4!                      +   *           !!           .  .  .0          !
 1990.1!         *               +            !0           .  .  .           !
 1990.2!          *+                          !!           .  0  .           !
 1990.3!           *+                         !!           . 0.  .           !
 1990.4!             + *                      !!           .  .0 .           !
 1991.1!       *        +                     !!      0    .  .  .           !
 1991.2!       * +                            !!           .0 .  .           !
 1991.3!    *    +                            !!          0.  .  .           !
 1991.4!       +  *                           !!           .  .  0           !
 1992.1!          * +                         !!           .0 .  .           !
 1992.2!           *+                         !!           . 0.  .           !
 1992.3!            *+                        !!           . 0.  .           !
 1992.4!           * +                        !!           . 0.  .           !
 1993.1!            *+                        !!           .  0  .           !
 1993.2!              +                       !!           .  0  .           !
 1993.3!              *+                      !!           . 0.  .           !
 1993.4!              *+                      !!           . 0.  .           !
 1994.1!             *+                       !!           . 0.  .           !
 1994.2!              +                       !!           .  0  .           !
 1994.3!            *  +                      !!           0  .  .           !
 1994.4!            *+                        !!           . 0.  .           !
 1995.1!              +   *                   !!           .  .  .0          !
 1995.2!                  +                   !!           .  0  .           !
 1995.3!                   +                  !!           .  0  .           !
 1995.4!                   +                  !!           .  0  .           !
 1996.1!                   +*                 !!           .  .0 .           !
 1996.2!                    +                 !!           .  0  .           !
 1996.3!                   *+                 !!           . 0.  .           !
 1996.4!                   *+                 !!           .  0  .           !
 1997.1!                   + *                !!           .  .0 .           !
 1997.2!                    +                 !!           .  0  .           !
 1997.3!                   *+                 !!           . 0.  .           !
 1997.4!                   +*                 !!           .  .0 .           !
 1998.1!             *      +                 !!        0  .  .  .           !
 1998.2!             *+                       !!           . 0.  .           !
 1998.3!            *+                        !!           . 0.  .           !
 1998.4!            *+                        !!           . 0.  .           !
 1999.1!             +   *                    !!           .  .  0           !
 1999.2!                 +                    !!           .  0  .           !
 1999.3!                 +*                   !!           .  .0 .           !
 1999.4!                  +*                  !!           .  .0 .           !
 2000.1!                  *+                  !!           . 0.  .           !
 2000.2!                  +                   !!           .  0  .           !
 2000.3!                  +                   !!           .  0  .           !
 2000.4!                 +  *                 !!           .  . 0.           !
 2001.1!               *   +                  !!          0.  .  .           !
 2001.2!              *+                      !!           . 0.  .           !
 2001.3!              +                       !!           .  0  .           !
 2001.4!              +*                      !!           .  .0 .           !
 2002.1!               +     *                !!           .  .  . 0         !
 2002.2!                    +*                !!           .  .0 .           !
 2002.3!                    +*                !!           .  .0 .           !
 2002.4!                    +  *              !!           .  .  0           !
 2003.1!                    * +               !!           .0 .  .           !
 2003.2!                    + *               !!           .  . 0.           !
 2003.3!                     +                !!           .  0  .           !
 2003.4!                     + *              !!           .  . 0.           !
 2004.1!                      +    *          !!           .  .  .0          !
 2004.2!                          +*          !!           .  .0 .           !
 2004.3!                          + *         !!           .  . 0.           !
 2004.4!                           + *        !!           .  . 0.           !
 2005.1!                        *   +         !!           0  .  .           !
 2005.2!                        + *           !!           .  . 0.           !
 2005.3!                       * +            !!           .0 .  .           !
 2005.4!                    * +               !!           .0 .  .           !
 2006.1!                    +     *           !!           .  .  .  0        !
 2006.2!                         +            !!           .  0  .           !
 2006.3!                         + *          !!           .  . 0.           !
 2006.4!                          *+          !!           . 0.  .           !
 2007.1!                         +    *       !!           .  .  . 0         !
 2007.2!                        *    +        !!          0.  .  .           !
 2007.3!                       *+             !!           .  0  .           !
 2007.4!                       +      *       !!           .  .  .  0        !
 2008.1!                             +*       !!           .  .0 .           !
 2008.2!                             +        *!           .  .  .    0      !
 2008.3!                                  * + !!           . 0.  .           !
 2008.4!                             *  +     !!          0.  .  .           !
 2009.1!                          *+          !!           . 0.  .           !
 2009.2!                        *+            !!           . 0.  .           !
 2009.3!                       *+             !!           . 0.  .           !
 2009.4!                       +*             !!           .  .0 .           !
 2010.1!                       +              !!           .  0  .           !
 2010.2!                      +*              !!           .  .0 .           !
 2010.3!                       +*             !!           .  .0 .           !
 2010.4!                       + *            !!           .  .0 .           !
 2011.1!                        +             !!           . 0.  .           !
 2011.2!                       +*             !!           .  0  .           !
 2011.3!                       +*             !!           .  .0 .           !
 2011.4!                        +   *         !!           .  .  .0          !
 2012.1!                         * +          !!           . 0.  .           !
 2012.2!                         +            !!           .  .0 .           !
 2012.3!                         +*           !!           .  . 0.           !
 2012.4!                          +*          !!           .  .0 .           !


     19.09 percent of the residuals exceed 1 SE
      5.45 percent of the residuals exceed 2 SE
@@EQ 1352 LAARUSA C LARUSA(-1) PRUSA;SMPL 1992.3 2012.4;OLS;EST 1352 PLOT=0;EN
@@EQ 1353 LAAUESA C LAUESA(-1) PUESA;SMPL 1995.3 2012.4;OLS;EST 1353 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PEGSA=EGPX$/SAPMM;                                                      
 GENR LAAEGSA=LOG(AAEGSA+.00001);                                             
 GENR LAEGSA=LOG(AEGSA+.00001);                                               
 LHS AAEGSA=EXP(LAAEGSA)-.00001;                                              
  EQ 1354 LAAEGSA C LAEGSA(-1) PEGSA;                                         
EQUATION 997  LAAEGSA  
   RHS     C  LAEGSA(-1)  PEGSA  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST  997 PLOT=0;END;                                                     

Equation number =  997
**********************

Dependent variable = LAAEGSA 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.361838994

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.078806782       0.384576504   0.20492     1.000000
13400 LAEGSA  ( -1)       0.839642752       0.048970758  17.14580    -5.376050
13398 PEGSA   (  0)      -0.842024031       0.413091852  -2.03835     1.100543

SE of equation            =     0.310021592
Sum of squared residuals  =  11.8219467       0.326605409E-10
Average absolute error    =     0.211599372
Sum of ABS residuals      =  26.6615208    
R squared                 =   0.79354
Durbin-Watson statistic   =   2.39002
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!         *   +                        !!           0  .  .           !
 1981.4!          + *                         !!           .  . 0.           !
 1982.1!       *     +                        !!         0 .  .  .           !
 1982.2!        +*                            !!           .  0  .           !
 1982.3!       *  +                           !!           .0 .  .           !
 1982.4!        +        *                    !!           .  .  .   0       !
 1983.1!       *        +                     !!       0   .  .  .           !
 1983.2!      * +                             !!           .0 .  .           !
 1983.3!       +    *                         !!           .  .  .0          !
 1983.4!            +*                        !!           .  .0 .           !
 1984.1!        *    +                        !!          0.  .  .           !
 1984.2!    *   +                             !!          0.  .  .           !
 1984.3*     +                                !!          0.  .  .           !
 1984.4! +                  *                 !!           .  .  .           0
 1985.1!              *   +                   !!           .0 .  .           !
 1985.2!             +                        !!           .  0  .           !
 1985.3!           *+                         !!           . 0.  .           !
 1985.4!            + *                       !!           .  . 0.           !
 1986.1!              +*                      !!           .  0  .           !
 1986.2!       *       +                      !!        0  .  .  .           !
 1986.3!         +                            !!           .  0  .           !
 1986.4!           +       *                  !!           .  .  .   0       !
 1987.1!             *      +                 !!         0 .  .  .           !
 1987.2!             * +                      !!           . 0.  .           !
 1987.3!             * +                      !!           .0 .  .           !
 1987.4!            *  +                      !!           .0 .  .           !
 1988.1!               +                      !!           .  0  .           !
 1988.2!               * +                    !!           . 0.  .           !
 1988.3!               *+                     !!           . 0.  .           !
 1988.4!               *+                     !!           . 0.  .           !
 1989.1!                +                     !!           .  0  .           !
 1989.2!                *+                    !!           .  0  .           !
 1989.3!                *+                    !!           . 0.  .           !
 1989.4!                +                     !!           . 0.  .           !
 1990.1!                *+                    !!           .  0  .           !
 1990.2!               *  +                   !!           .0 .  .           !
 1990.3!                *+                    !!           . 0.  .           !
 1990.4!                * +                   !!           .0 .  .           !
 1991.1!               *  +                   !!           .0 .  .           !
 1991.2!                 +  *                 !!           .  . 0.           !
 1991.3!                *   +                 !!           0  .  .           !
 1991.4!                 *+                   !!           . 0.  .           !
 1992.1!                   +     *            !!           .  .  . 0         !
 1992.2!                      *  +            !!           .0 .  .           !
 1992.3!                       +*             !!           .  .0 .           !
 1992.4!                     *  +             !!           0  .  .           !
 1993.1!                   * +                !!           . 0.  .           !
 1993.2!                   *+                 !!           . 0.  .           !
 1993.3!                    + *               !!           .  . 0.           !
 1993.4!                      +     *         !!           .  .  . 0         !
 1994.1!                      *    +          !!          0.  .  .           !
 1994.2!                      +*              !!           .  .0 .           !
 1994.3!                     * +              !!           .0 .  .           !
 1994.4!                     +                !!           .  0  .           !
 1995.1!                 *    +               !!          0.  .  .           !
 1995.2!                  +   *               !!           .  .  0           !
 1995.3!                 *    +               !!          0.  .  .           !
 1995.4!               *  +                   !!           .0 .  .           !
 1996.1!                +   *                 !!           .  .  0           !
 1996.2!                  * +                 !!           .0 .  .           !
 1996.3!                *  +                  !!           .0 .  .           !
 1996.4!                * +                   !!           .0 .  .           !
 1997.1!                 +*                   !!           .  .0 .           !
 1997.2!                  *+                  !!           . 0.  .           !
 1997.3!                 *+                   !!           . 0.  .           !
 1997.4!                *+                    !!           . 0.  .           !
 1998.1!                 + *                  !!           .  . 0.           !
 1998.2!                   +  *               !!           .  . 0.           !
 1998.3!                  *  +                !!           .0 .  .           !
 1998.4!                   +  *               !!           .  .  0           !
 1999.1!               *      +               !!        0  .  .  .           !
 1999.2!               + *                    !!           .  .0 .           !
 1999.3!                *+                    !!           .  0  .           !
 1999.4!                 +*                   !!           .  .0 .           !
 2000.1!                  +*                  !!           .  .0 .           !
 2000.2!                   +   *              !!           .  .  0           !
 2000.3!                     +*               !!           .  0  .           !
 2000.4!                     +*               !!           .  .0 .           !
 2001.1!                   * +                !!           . 0.  .           !
 2001.2!                  +                   !!           .  0  .           !
 2001.3!                 +                    !!           .  0  .           !
 2001.4!                +                     !!           .  0  .           !
 2002.1!               + *                    !!           .  .0 .           !
 2002.2!                +*                    !!           .  0  .           !
 2002.3!                *+                    !!           . 0.  .           !
 2002.4!                +                     !!           .  0  .           !
 2003.1!                +    *                !!           .  .  0           !
 2003.2!                    +                 !!           .  0  .           !
 2003.3!                  * +                 !!           . 0.  .           !
 2003.4!                   +*                 !!           .  .0 .           !
 2004.1!                    +*                !!           .  .0 .           !
 2004.2!                     +                !!           .  0  .           !
 2004.3!                     +                !!           .  0  .           !
 2004.4!                      +               !!           .  0  .           !
 2005.1!                      + *             !!           .  . 0.           !
 2005.2!                        +             !!           .  0  .           !
 2005.3!                        +*            !!           .  .0 .           !
 2005.4!                         +  *         !!           .  .  0           !
 2006.1!                      *    +          !!          0.  .  .           !
 2006.2!                      *+              !!           . 0.  .           !
 2006.3!                    * +               !!           . 0.  .           !
 2006.4!                     +                !!           .  0  .           !
 2007.1!                     +                !!           .  0  .           !
 2007.2!                     *+               !!           . 0.  .           !
 2007.3!                   * +                !!           .0 .  .           !
 2007.4!                    + *               !!           .  .0 .           !
 2008.1!                       +         *    !!           .  .  .    0      !
 2008.2!                                 + *  !!           .  . 0.           !
 2008.3!                               *  +   !!           .0 .  .           !
 2008.4!                             *+       !!           . 0.  .           !
 2009.1!                            +      *  !!           .  .  . 0         !
 2009.2!                                 +  * !!           .  . 0.           !
 2009.3!                                  +*  !!           .  .0 .           !
 2009.4!                                  +  *!!           .  .  0           !
 2010.1!                                   +  *!           .  . 0.           !
 2010.2!                                    +*!!           .  .0 .           !
 2010.3!                                   +* !!           .  .0 .           !
 2010.4!                                  + * !!           .  . 0.           !
 2011.1!                                   + *!!           .  . 0.           !
 2011.2!                                   +  *!           .  . 0.           !
 2011.3!                                   *+ !!           . 0.  .           !
 2011.4!                                  + * !!           .  . 0.           !
 2012.1!                                  +   !!           .  0  .           !
 2012.2!                                +*    !!           .  0  .           !
 2012.3!                               +*     !!           .  .0 .           !
 2012.4!                               + *    !!           .  . 0.           !


     19.84 percent of the residuals exceed 1 SE
      4.76 percent of the residuals exceed 2 SE
@@EQ 1355 LAAISSA C LAISSA(-1) PISSA;SMPL 2013.1 2012.4;OLS;EST 1355 PLOT=0;EN
@EQ  1356 LAAKESA C LAKESA(-1) PKESA;SMPL 1966.1 2012.4;OLS;EST 1356 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBASA=BAPX$/SAPMM;                                                      
 GENR LAABASA=LOG(AABASA+.00001);                                             
 GENR LABASA=LOG(ABASA+.00001);                                               
 LHS AABASA=EXP(LAABASA)-.00001;                                              
  EQ 1357 LAABASA C LABASA(-1) PBASA;                                         
EQUATION 998  LAABASA  
   RHS     C  LABASA(-1)  PBASA  
 SMPL 1979.4 2012.4;                                                          
Sample period is now  1979.4 to  2012.4 Internally:   112 to   244
 OLS;EST  998 PLOT=0;END;                                                     

Equation number =  998
**********************

Dependent variable = LAABASA 

 1979.4 -   2012.4,    0 missing obs.,  133 obs. used.

Mean of dependent variable       -8.650306116

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.071848766       0.366304650  -2.92611     1.000000
13403 LABASA  ( -1)       0.816044983       0.047578376  17.15159    -8.679170
13401 PBASA   (  0)      -0.393520452       0.177881151  -2.21227     1.260073

SE of equation            =     0.489611522
Sum of squared residuals  =  31.1635276      -0.259179345E-10
Average absolute error    =     0.328839901
Sum of ABS residuals      =  43.7357068    
R squared                 =   0.76963
Durbin-Watson statistic   =   2.67009
SMPL and No. Obs.         = 1979.4   2012.4    133

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.4* +                                    !!           . 0.  .           !
 1980.1!+     *                               !!           .  .  .0          !
 1980.2! *    +                               !!          0.  .  .           !
 1980.3!  +                                   !!           .  0  .           !
 1980.4!  *  +                                !!           .0 .  .           !
 1981.1!     +                                !!           .  0  .           !
 1981.2!    *  +                              !!           .0 .  .           !
 1981.3!    *  +                              !!           .0 .  .           !
 1981.4!       +                    *         !!           .  .  .           0
 1982.1!       *                  +           !!0          .  .  .           !
 1982.2!       *  +                           !!           .0 .  .           !
 1982.3!    *    +                            !!           0  .  .           !
 1982.4!       + *                            !!           .  . 0.           !
 1983.1!       *   +                          !!           0  .  .           !
 1983.2!         +*                           !!           .  .0 .           !
 1983.3!           *+                         !!           .  0  .           !
 1983.4!           *+                         !!           . 0.  .           !
 1984.1!            + *                       !!           .  . 0.           !
 1984.2!             +                        !!           .  0  .           !
 1984.3!            +       *                 !!           .  .  .  0        !
 1984.4!                 +*                   !!           .  .0 .           !
 1985.1!              +*                      !!           .  .0 .           !
 1985.2!            +   *                     !!           .  .  0           !
 1985.3!              +*                      !!           .  0  .           !
 1985.4!            *  +                      !!           .0 .  .           !
 1986.1!        *    +                        !!          0.  .  .           !
 1986.2!          +    *                      !!           .  .  0           !
 1986.3!             *  +                     !!           .0 .  .           !
 1986.4!         *    +                       !!          0.  .  .           !
 1987.1!       *    +                         !!           0  .  .           !
 1987.2!         *+                           !!           . 0.  .           !
 1987.3!    *      +                          !!         0 .  .  .           !
 1987.4!*       +                             !!         0 .  .  .           !
 1988.1!    +             *                   !!           .  .  .      0    !
 1988.2!             *    +                   !!          0.  .  .           !
 1988.3!          *    +                      !!           0  .  .           !
 1988.4!       *    +                         !!          0.  .  .           !
 1989.1!          + *                         !!           .  .0 .           !
 1989.2!     *       +                        !!        0  .  .  .           !
 1989.3!       *+                             !!           . 0.  .           !
 1989.4!          +    *                      !!           .  .  .0          !
 1990.1!             *   +                    !!           0  .  .           !
 1990.2!               +   *                  !!           .  .  0           !
 1990.3!             *      +                 !!         0 .  .  .           !
 1990.4!               +       *              !!           .  .  . 0         !
 1991.1!                       +         *    !!           .  .  .   0       !
 1991.2!          *                    +      !0           .  .  .           !
 1991.3!             +     *                  !!           .  .  .0          !
 1991.4!                *   +                 !!           0  .  .           !
 1992.1!               *  +                   !!           .0 .  .           !
 1992.2!              *  +                    !!           .0 .  .           !
 1992.3!                *+                    !!           . 0.  .           !
 1992.4!                 +                    !!           .  0  .           !
 1993.1!                 * +                  !!           . 0.  .           !
 1993.2!                 *+                   !!           . 0.  .           !
 1993.3!              *    +                  !!           0  .  .           !
 1993.4!                +  *                  !!           .  . 0.           !
 1994.1!                    +*                !!           .  .0 .           !
 1994.2!                   *  +               !!           .0 .  .           !
 1994.3!                    +  *              !!           .  . 0.           !
 1994.4!                       +              !!           .  0  .           !
 1995.1!                       +              !!           .  0  .           !
 1995.2!                      *+              !!           . 0.  .           !
 1995.3!                     *+               !!           . 0.  .           !
 1995.4!                     +   *            !!           .  . 0.           !
 1996.1!                     *   +            !!           0  .  .           !
 1996.2!                     +*               !!           .  0  .           !
 1996.3!              *       +               !!        0  .  .  .           !
 1996.4!                +    *                !!           .  .  .0          !
 1997.1!                    * +               !!           . 0.  .           !
 1997.2!                  *  +                !!           .0 .  .           !
 1997.3!                   +                  !!           .  0  .           !
 1997.4!                    +                 !!           .  0  .           !
 1998.1!                    +                 !!           .  0  .           !
 1998.2!                    +*                !!           .  .0 .           !
 1998.3!                *     +               !!          0.  .  .           !
 1998.4!                 +     *              !!           .  .  .0          !
 1999.1!                       +*             !!           .  0  .           !
 1999.2!                     * +              !!           .0 .  .           !
 1999.3!                     *+               !!           . 0.  .           !
 1999.4!                     +                !!           .  0  .           !
 2000.1!                      +    *          !!           .  .  .0          !
 2000.2!                         *+           !!           . 0.  .           !
 2000.3!                        +*            !!           .  0  .           !
 2000.4!                        +  *          !!           .  . 0.           !
 2001.1!                         *+           !!           . 0.  .           !
 2001.2!                        +  *          !!           .  . 0.           !
 2001.3!                         *+           !!           .  0  .           !
 2001.4!                         + *          !!           .  . 0.           !
 2002.1!                          +  *        !!           .  . 0.           !
 2002.2!                       *   +          !!           0  .  .           !
 2002.3!                       +*             !!           .  .0 .           !
 2002.4!                        +*            !!           .  .0 .           !
 2003.1!                         +            !!           .  0  .           !
 2003.2!                         +            !!           .  0  .           !
 2003.3!                       *+             !!           . 0.  .           !
 2003.4!                       +   *          !!           .  . 0.           !
 2004.1!                          +   *       !!           .  .  0           !
 2004.2!                             +        !!           .  0  .           !
 2004.3!                          * +         !!           . 0.  .           !
 2004.4!                          +  *        !!           .  . 0.           !
 2005.1!                             +        !!           .  .0 .           !
 2005.2!                             + *      !!           .  .0 .           !
 2005.3!                             +   *    !!           .  . 0.           !
 2005.4!                              *+      !!           . 0.  .           !
 2006.1!                             +*       !!           .  .0 .           !
 2006.2!                             + *      !!           .  . 0.           !
 2006.3!                              +       !!           .  0  .           !
 2006.4!                             +  *     !!           .  . 0.           !
 2007.1!                              *+      !!           . 0.  .           !
 2007.2!                             + *      !!           .  . 0.           !
 2007.3!                            * +       !!           .0 .  .           !
 2007.4!                            +*        !!           .  .0 .           !
 2008.1!                             + *      !!           .  .0 .           !
 2008.2!                              +       !!           .  0  .           !
 2008.3!                            *+        !!           . 0.  .           !
 2008.4!                            +   *     !!           .  .  0           !
 2009.1!                               +*     !!           .  .0 .           !
 2009.2!                               +  *   !!           .  . 0.           !
 2009.3!                                 + *  !!           .  . 0.           !
 2009.4!                                 +    *!           .  .  0           !
 2010.1!                                   *+ !!           . 0.  .           !
 2010.2!                                 + *  !!           .  .0 .           !
 2010.3!                                 +*   !!           .  .0 .           !
 2010.4!                                +    *!!           .  .  0           !
 2011.1!                                 * +  !!           . 0.  .           !
 2011.2!                               +   *  !!           .  .  0           !
 2011.3!                                  +*  !!           .  .0 .           !
 2011.4!                                 +  * !!           .  . 0.           !
 2012.1!                                 *+   !!           .  0  .           !
 2012.2!                                + *   !!           .  . 0.           !
 2012.3!                                +   * !!           .  . 0.           !
 2012.4!                                  +  *!!           .  . 0.           !


     18.80 percent of the residuals exceed 1 SE
      3.76 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKSA=HKPX$/SAPMM;                                                      
 GENR LAAHKSA=LOG(AAHKSA+.00001);                                             
 GENR LAHKSA=LOG(AHKSA+.00001);                                               
 LHS AAHKSA=EXP(LAAHKSA)-.00001;                                              
  EQ 1358 LAAHKSA C LAHKSA(-1) PHKSA;                                         
EQUATION 999  LAAHKSA  
   RHS     C  LAHKSA(-1)  PHKSA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST  999 PLOT=0;END;                                                     

Equation number =  999
**********************

Dependent variable = LAAHKSA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.932589610

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.321097989       0.120190332  -2.67158     1.000000
13406 LAHKSA  ( -1)       0.917528322       0.029414856  31.19268    -4.932700
13404 PHKSA   (  0)      -0.058566992       0.032769207  -1.78726     1.461575

SE of equation            =     0.155791977
Sum of squared residuals  =  4.49016094       0.829825098E-11
Average absolute error    =     0.116007954
Sum of ABS residuals      =  21.8094953    
R squared                 =   0.90748
Durbin-Watson statistic   =   2.12318
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                 *+                   !!           . 0.  .           !
 1966.2!             *   +                    !!          0.  .  .           !
 1966.3!         *    +                       !!         0 .  .  .           !
 1966.4!       *  +                           !!          0.  .  .           !
 1967.1!     * +                              !!           0  .  .           !
 1967.2!     *+                               !!           .  0  .           !
 1967.3!     *+                               !!           . 0.  .           !
 1967.4!      +                               !!           .  .0 .           !
 1968.1!      *+                              !!           . 0.  .           !
 1968.2!       +                              !!           .  0  .           !
 1968.3!     * +                              !!           .0 .  .           !
 1968.4!     *+                               !!           .0 .  .           !
 1969.1!     +   *                            !!           .  .  . 0         !
 1969.2!      *  +                            !!          0.  .  .           !
 1969.3!      +  *                            !!           .  .  0           !
 1969.4!         +  *                         !!           .  .  0           !
 1970.1!            + *                       !!           .  .  0           !
 1970.2!             *+                       !!           . 0.  .           !
 1970.3!             +*                       !!           .  .0 .           !
 1970.4!             +*                       !!           .  .0 .           !
 1971.1!              +                       !!           .  0  .           !
 1971.2!              +*                      !!           .  .0 .           !
 1971.3!             * +                      !!           .0 .  .           !
 1971.4!             +                        !!           .  0  .           !
 1972.1!             +                        !!           . 0.  .           !
 1972.2!           * +                        !!           .0 .  .           !
 1972.3!          *+                          !!           . 0.  .           !
 1972.4!          *+                          !!           .  0  .           !
 1973.1!          +                           !!           .  0  .           !
 1973.2*          +                           !!0          .  .  .           !
 1973.3+           *                          !!           .  .  .           0
 1973.4!           + *                        !!           .  .  0           !
 1974.1!         *  +                         !!           0  .  .           !
 1974.2!        *+                            !!           .0 .  .           !
 1974.3!        +                             !!           .  .0 .           !
 1974.4!        +    *                        !!           .  .  .  0        !
 1975.1!              +       *               !!           .  .  .      0    !
 1975.2!                    * +               !!           0  .  .           !
 1975.3!                *   +                 !!         0 .  .  .           !
 1975.4!              *  +                    !!           0  .  .           !
 1976.1!               +                      !!           .  0  .           !
 1976.2!           *    +                     !!         0 .  .  .           !
 1976.3!       *    +                         !!        0  .  .  .           !
 1976.4!     *  +                             !!          0.  .  .           !
 1977.1!      +  *                            !!           .  .  .0          !
 1977.2!          +  *                        !!           .  .  0           !
 1977.3!             + *                      !!           .  . 0.           !
 1977.4!             * +                      !!           0  .  .           !
 1978.1!             +  *                     !!           .  .  0           !
 1978.2!                + *                   !!           .  . 0.           !
 1978.3!                * +                   !!           .0 .  .           !
 1978.4!                 +                    !!           .  0  .           !
 1979.1!                 +  *                 !!           .  .  .0          !
 1979.2!                    *+                !!           . 0.  .           !
 1979.3!                   *+                 !!           .0 .  .           !
 1979.4!                  *+                  !!           . 0.  .           !
 1980.1!                   +     *            !!           .  .  .   0       !
 1980.2!                        +             !!           . 0.  .           !
 1980.3!                      * +             !!           .0 .  .           !
 1980.4!                      +*              !!           .  0  .           !
 1981.1!                       +   *          !!           .  .  . 0         !
 1981.2!                        *  +          !!          0.  .  .           !
 1981.3!                     *  +             !!          0.  .  .           !
 1981.4!                     + *              !!           .  .  0           !
 1982.1!                       + *            !!           .  . 0.           !
 1982.2!                      *  +            !!          0.  .  .           !
 1982.3!                      +               !!           .  .0 .           !
 1982.4!                       +              !!           .  0  .           !
 1983.1!                       + *            !!           .  .  0           !
 1983.2!                         + *          !!           .  .  0           !
 1983.3!                          *+          !!           .0 .  .           !
 1983.4!                         *+           !!           .  0  .           !
 1984.1!                         +  *         !!           .  .  0           !
 1984.2!                           +*         !!           .  0  .           !
 1984.3!                       *   +          !!         0 .  .  .           !
 1984.4!                       +*             !!           .  . 0.           !
 1985.1!                        +  *          !!           .  .  0           !
 1985.2!                          +*          !!           .  .0 .           !
 1985.3!                        * +           !!           0  .  .           !
 1985.4!                        +   *         !!           .  .  . 0         !
 1986.1!                           +    *     !!           .  .  . 0         !
 1986.2!                               +      *!           .  .  .     0     !
 1986.3!                               *     +!!       0   .  .  .           !
 1986.4!                               +  *   !!           .  .  . 0         !
 1987.1!                                  + * !!           .  .  0           !
 1987.2!                                  *+  !!           . 0.  .           !
 1987.3!                                 +*   !!           .  .0 .           !
 1987.4!                                 +  * !!           .  .  0           !
 1988.1!                                   + *!!           .  . 0.           !
 1988.2!                                  * + !!           .0 .  .           !
 1988.3!                                  +   !!           .  .0 .           !
 1988.4!                                  +   !!           .  .0 .           !
 1989.1!                                  +*  !!           .  .0 .           !
 1989.2!                                  +   !!           .  0  .           !
 1989.3!                                 + *  !!           .  .0 .           !
 1989.4!                                  +*  !!           .  .0 .           !
 1990.1!                                  +  *!!           .  .  0           !
 1990.2!                                  * + !!           .0 .  .           !
 1990.3!                                 *+   !!           . 0.  .           !
 1990.4!                            *   +     !!         0 .  .  .           !
 1991.1!                         *  +         !!           0  .  .           !
 1991.2!                         +      *     !!           .  .  .     0     !
 1991.3!                                + *   !!           .  .  0           !
 1991.4!                                 + *  !!           .  . 0.           !
 1992.1!                                  +   !!           .  0  .           !
 1992.2!                              *   +   !!         0 .  .  .           !
 1992.3!                             + *      !!           .  . 0.           !
 1992.4!                              +    *  !!           .  .  .  0        !
 1993.1!                                  + * !!           .  .  0           !
 1993.2!                                 * +  !!           0  .  .           !
 1993.3!                                + *   !!           .  . 0.           !
 1993.4!                                 +    !!           . 0.  .           !
 1994.1!                                +   * !!           .  .  .  0        !
 1994.2!                                   +  !!           . 0.  .           !
 1994.3!                                  +   !!           .  0  .           !
 1994.4!                                  +*  !!           .  . 0.           !
 1995.1!                                  +  *!!           .  .  0           !
 1995.2!                                  * + !!           .0 .  .           !
 1995.3!                                  +  *!!           .  .  .0          !
 1995.4!                                   *+ !!           . 0.  .           !
 1996.1!                                  +  *!!           .  .  0           !
 1996.2!                                    + !!           .  0  .           !
 1996.3!                                 * +  !!           0  .  .           !
 1996.4!                               *+     !!           . 0.  .           !
 1997.1!                               +*     !!           .  . 0.           !
 1997.2!                               *+     !!           . 0.  .           !
 1997.3!                            * +       !!           0  .  .           !
 1997.4!                            +*        !!           .  . 0.           !
 1998.1!                            *+        !!           . 0.  .           !
 1998.2!                            +         !!           .  .0 .           !
 1998.3!                           *+         !!           . 0.  .           !
 1998.4!                           + *        !!           .  . 0.           !
 1999.1!                            +*        !!           .  .0 .           !
 1999.2!                             +*       !!           .  . 0.           !
 1999.3!                              +*      !!           .  .0 .           !
 1999.4!                              +       !!           .  0  .           !
 2000.1!                              +       !!           .  0  .           !
 2000.2!                              +  *    !!           .  .  .0          !
 2000.3!                            *   +     !!         0 .  .  .           !
 2000.4!                            +*        !!           .  .0 .           !
 2001.1!                           *+         !!           . 0.  .           !
 2001.2!                         * +          !!           .0 .  .           !
 2001.3!                      *  +            !!          0.  .  .           !
 2001.4!                      +               !!           . 0.  .           !
 2002.1!                      +               !!           .  0  .           !
 2002.2!                    * +               !!           0  .  .           !
 2002.3!                   *+                 !!           .0 .  .           !
 2002.4!                  *+                  !!           . 0.  .           !
 2003.1!                   +*                 !!           .  . 0.           !
 2003.2!                     +                !!           .  0  .           !
 2003.3!                    *+                !!           . 0.  .           !
 2003.4!                   * +                !!           .0 .  .           !
 2004.1!                    + *               !!           .  .  0           !
 2004.2!                     * +              !!           .0 .  .           !
 2004.3!                      +               !!           .  0  .           !
 2004.4!                     *+               !!           .0 .  .           !
 2005.1!                   * +                !!           0  .  .           !
 2005.2!                    +                 !!           .  0  .           !
 2005.3!                    *+                !!           . 0.  .           !
 2005.4!                 *   +                !!          0.  .  .           !
 2006.1!                  +                   !!           .  0  .           !
 2006.2!                   + *                !!           .  . 0.           !
 2006.3!                     + *              !!           .  . 0.           !
 2006.4!                  *    +              !!        0  .  .  .           !
 2007.1!                   +*                 !!           .  .0 .           !
 2007.2!                     +*               !!           .  . 0.           !
 2007.3!                 *    +               !!       0   .  .  .           !
 2007.4!              *   +                   !!         0 .  .  .           !
 2008.1!               +     *                !!           .  .  .   0       !
 2008.2!                   * +                !!           0  .  .           !
 2008.3!                    +                 !!           . 0.  .           !
 2008.4!                    +                 !!           .  0  .           !
 2009.1!                     +  *             !!           .  .  .0          !
 2009.2!                        +*            !!           .  .0 .           !
 2009.3!                    *    +            !!       0   .  .  .           !
 2009.4!                     +*               !!           .  . 0.           !
 2010.1!                       + *            !!           .  . 0.           !
 2010.2!                        *+            !!           .0 .  .           !
 2010.3!                   *    +             !!        0  .  .  .           !
 2010.4!                    +                 !!           .  0  .           !
 2011.1!                     +*               !!           .  . 0.           !
 2011.2!                   *  +               !!          0.  .  .           !
 2011.3!                  * +                 !!           .0 .  .           !
 2011.4!                  *+                  !!           . 0.  .           !
 2012.1!                   + *                !!           .  . 0.           !
 2012.2!                  *  +                !!          0.  .  .           !
 2012.3!                *  +                  !!          0.  .  .           !
 2012.4!                 +*                   !!           .  . 0.           !


     24.47 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSISA=SIPX$/SAPMM;                                                      
 GENR LAASISA=LOG(AASISA+.00001);                                             
 GENR LASISA=LOG(ASISA+.00001);                                               
 LHS AASISA=EXP(LAASISA)-.00001;                                              
  EQ 1359 LAASISA C LASISA(-1) PSISA;                                         
EQUATION 1000  LAASISA  
   RHS     C  LASISA(-1)  PSISA  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST 1000 PLOT=0;END;                                                     

Equation number = 1000
**********************

Dependent variable = LAASISA 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -4.859239320

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.164219304       0.214070732  -5.43848     1.000000
13409 LASISA  ( -1)       0.716140318       0.049728110  14.40112    -4.865359
13407 PSISA   (  0)      -0.145997490       0.057323990  -2.54688     1.443449

SE of equation            =     0.202944174
Sum of squared residuals  =  7.20760912      -0.259037236E-10
Average absolute error    =     0.147718915
Sum of ABS residuals      =  26.2939669    
R squared                 =   0.65414
Durbin-Watson statistic   =   2.29812
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3*     +                                !!       0 .    .    .         !
 1968.4*    +                                 !!        0.    .    .         !
 1969.1!    +*                                !!         .    .0   .         !
 1969.2!  *      +                            !!      0  .    .    .         !
 1969.3!     * +                              !!         .  0 .    .         !
 1969.4!      * +                             !!         . 0  .    .         !
 1970.1!       *  +                           !!         .0   .    .         !
 1970.2!     *    +                           !!        0.    .    .         !
 1970.3!      *  +                            !!         . 0  .    .         !
 1970.4!         *+                           !!         .   0.    .         !
 1971.1!           *+                         !!         .   0.    .         !
 1971.2!             +*                       !!         .    .0   .         !
 1971.3!             * +                      !!         .  0 .    .         !
 1971.4!              *+                      !!         .  0 .    .         !
 1972.1!             *  +                     !!         . 0  .    .         !
 1972.2!            *  +                      !!         .0   .    .         !
 1972.3!            * +                       !!         . 0  .    .         !
 1972.4!           *   +                      !!         .0   .    .         !
 1973.1!           *  +                       !!         . 0  .    .         !
 1973.2!       *     +                        !!      0  .    .    .         !
 1973.3!          +       *                   !!         .    .    .   0     !
 1973.4!                  +*                  !!         .    . 0  .         !
 1974.1!                  +                   !!         .   0.    .         !
 1974.2!                   +          *       !!         .    .    .        0!
 1974.3!                   *       +          !!   0     .    .    .         !
 1974.4!                   +      *           !!         .    .    .  0      !
 1975.1!                        +        *    !!         .    .    .     0   !
 1975.2!                              + *     !!         .    .  0 .         !
 1975.3!                   *        +         !!  0      .    .    .         !
 1975.4!                   +                  !!         .    0    .         !
 1976.1!            *      +                  !!      0  .    .    .         !
 1976.2!           *  +                       !!         .0   .    .         !
 1976.3!             +*                       !!         .    . 0  .         !
 1976.4!       *        +                     !!    0    .    .    .         !
 1977.1!          +*                          !!         .    0    .         !
 1977.2!       *     +                        !!       0 .    .    .         !
 1977.3!          +     *                     !!         .    .    .0        !
 1977.4!                 +*                   !!         .    .0   .         !
 1978.1!                * +                   !!         .  0 .    .         !
 1978.2!       *         +                    !!  0      .    .    .         !
 1978.3!           +   *                      !!         .    .    0         !
 1978.4!                +   *                 !!         .    .   0.         !
 1979.1!                    +     *           !!         .    .    .  0      !
 1979.2!                    *   +             !!        0.    .    .         !
 1979.3!                   +*                 !!         .    .0   .         !
 1979.4!                    +        *        !!         .    .    .     0   !
 1980.1!                          +           !!         .    0    .         !
 1980.2!                       *+             !!         .   0.    .         !
 1980.3!                   *  +               !!         . 0  .    .         !
 1980.4!                   +   *              !!         .    .    0         !
 1981.1!                     +    *           !!         .    .    .0        !
 1981.2!                       +  *           !!         .    .   0.         !
 1981.3!                *       +             !!     0   .    .    .         !
 1981.4!                +     *               !!         .    .    . 0       !
 1982.1!                     +      *         !!         .    .    .   0     !
 1982.2!                         +*           !!         .    .0   .         !
 1982.3!                     * +              !!         . 0  .    .         !
 1982.4!                    +                 !!         .    0    .         !
 1983.1!                 * +                  !!         .  0 .    .         !
 1983.2!                 + *                  !!         .    .  0 .         !
 1983.3!                 * +                  !!         .  0 .    .         !
 1983.4!                 +     *              !!         .    .    . 0       !
 1984.1!                      +       *       !!         .    .    .    0    !
 1984.2!                          +      *    !!         .    .    .   0     !
 1984.3!                             +        !!         .    .0   .         !
 1984.4!                          +*          !!         .    . 0  .         !
 1985.1!                  *     +             !!      0  .    .    .         !
 1985.2!                  +                   !!         .    0    .         !
 1985.3!                  +*                  !!         .    .0   .         !
 1985.4!                   +*                 !!         .    . 0  .         !
 1986.1!                    +                 !!         .    0    .         !
 1986.2!                     +                !!         .    .0   .         !
 1986.3!                      +*              !!         .    . 0  .         !
 1986.4!                       + *            !!         .    .  0 .         !
 1987.1!                        *+            !!         .   0.    .         !
 1987.2!                       +*             !!         .    .0   .         !
 1987.3!                        +  *          !!         .    .   0.         !
 1987.4!                         + *          !!         .    . 0  .         !
 1988.1!                          +           !!         .   0.    .         !
 1988.2!                         +*           !!         .    .0   .         !
 1988.3!                         +*           !!         .    .0   .         !
 1988.4!                         + *          !!         .    .  0 .         !
 1989.1!                        * +           !!         .  0 .    .         !
 1989.2!                       *+             !!         .    0    .         !
 1989.3!                    *  +              !!         .0   .    .         !
 1989.4!                     +   *            !!         .    .    0         !
 1990.1!                        + *           !!         .    . 0  .         !
 1990.2!                         +            !!         .    0    .         !
 1990.3!                        +             !!         .    0    .         !
 1990.4!                      *+              !!         .  0 .    .         !
 1991.1!                      +           *   !!         .    .    .         0
 1991.2!                            *  +      !!         .0   .    .         !
 1991.3!                          +*          !!         .    0    .         !
 1991.4!                         +*           !!         .    .0   .         !
 1992.1!                *        +            !!   0     .    .    .         !
 1992.2!                  +      *            !!         .    .    .   0     !
 1992.3!                        *+            !!         .   0.    .         !
 1992.4!                        +  *          !!         .    .    0         !
 1993.1!                  *       +           !!    0    .    .    .         !
 1993.2!                   +      *           !!         .    .    .  0      !
 1993.3!                         +            !!         .    0    .         !
 1993.4!                       *+             !!         .   0.    .         !
 1994.1!                       +   *          !!         .    .   0.         !
 1994.2!                          +           !!         .    0    .         !
 1994.3!                     *   +            !!         .0   .    .         !
 1994.4!                      + *             !!         .    .  0 .         !
 1995.1!                       +              !!         .    0    .         !
 1995.2!                       +              !!         .   0.    .         !
 1995.3!                       + *            !!         .    . 0  .         !
 1995.4!                        +*            !!         .    .0   .         !
 1996.1!                        +    *        !!         .    .    .0        !
 1996.2!                       *   +          !!         0    .    .         !
 1996.3!                      *+              !!         .  0 .    .         !
 1996.4!                      +  *            !!         .    .   0.         !
 1997.1!                        +  *          !!         .    .  0 .         !
 1997.2!                       *  +           !!         .0   .    .         !
 1997.3!                    *  +              !!         .0   .    .         !
 1997.4!                     +                !!         .    .0   .         !
 1998.1!                      +*              !!         .    .0   .         !
 1998.2!                       + *            !!         .    .0   .         !
 1998.3!                        +*            !!         .    0    .         !
 1998.4!                       *+             !!         .  0 .    .         !
 1999.1!                      * +             !!         .  0 .    .         !
 1999.2!                       +              !!         .    .0   .         !
 1999.3!                      *+              !!         .   0.    .         !
 1999.4!                       +  *           !!         .    .    0         !
 2000.1!                       *  +           !!         . 0  .    .         !
 2000.2!                       +*             !!         .    .0   .         !
 2000.3!                    *   +             !!         .0   .    .         !
 2000.4!                     +*               !!         .    .0   .         !
 2001.1!                      +               !!         .   0.    .         !
 2001.2!                      +               !!         .    0    .         !
 2001.3!                      *+              !!         .   0.    .         !
 2001.4!                      *+              !!         .    0    .         !
 2002.1!                       +              !!         .    0    .         !
 2002.2!                       + *            !!         .    .  0 .         !
 2002.3!                       * +            !!         . 0  .    .         !
 2002.4!                       +              !!         .    0    .         !
 2003.1!                       +              !!         .    0    .         !
 2003.2!                      * +             !!         .  0 .    .         !
 2003.3!                       +*             !!         .    .0   .         !
 2003.4!                       *+             !!         .   0.    .         !
 2004.1!                      * +             !!         .  0 .    .         !
 2004.2!                    *  +              !!         .0   .    .         !
 2004.3!                    * +               !!         . 0  .    .         !
 2004.4!                     + *              !!         .    .0   .         !
 2005.1!                       +              !!         .   0.    .         !
 2005.2!                       *+             !!         .   0.    .         !
 2005.3!                     * +              !!         . 0  .    .         !
 2005.4!                      +   *           !!         .    .    0         !
 2006.1!                          + *         !!         .    . 0  .         !
 2006.2!                          *+          !!         .   0.    .         !
 2006.3!                          +           *!         .    .    .         0
 2006.4!                          *        +  !!    0    .    .    .         !
 2007.1!                          +   *       !!         .    .   0.         !
 2007.2!                             +  *     !!         .    .   0.         !
 2007.3!                           *  +       !!         .0   .    .         !
 2007.4!                         * +          !!         .   0.    .         !
 2008.1!                          +  *        !!         .    .   0.         !
 2008.2!                          * +         !!         .  0 .    .         !
 2008.3!                      *   +           !!         0    .    .         !
 2008.4!                       +     *        !!         .    .    .0        !
 2009.1!                            +*        !!         .    . 0  .         !
 2009.2!                            +*        !!         .    0    .         !
 2009.3!                         *  +         !!         .0   .    .         !
 2009.4!                       * +            !!         .  0 .    .         !
 2010.1!                        +     *       !!         .    .    . 0       !
 2010.2!                       *     +        !!       0 .    .    .         !
 2010.3!                      * +             !!         .  0 .    .         !
 2010.4!                       +   *          !!         .    .   0.         !
 2011.1!                     *     +          !!       0 .    .    .         !
 2011.2!                      +*              !!         .    .0   .         !
 2011.3!                     *  +             !!         .0   .    .         !
 2011.4!                      +   *           !!         .    .   0.         !
 2012.1!                         *+           !!         .   0.    .         !
 2012.2!                         +*           !!         .    .0   .         !
 2012.3!                          +  *        !!         .    .  0 .         !
 2012.4!                     *      +         !!      0  .    .    .         !


     23.60 percent of the residuals exceed 1 SE
      6.18 percent of the residuals exceed 2 SE
@@EQ 1360 LAAVISA C LAVISA(-1) PVISA;SMPL 1995.3 2012.4;OLS;EST 1360 PLOT=0;EN
@@EQ 1361 LAANISA C LANISA(-1) PNISA;SMPL 2002.3 2012.4;OLS;EST 1361 PLOT=0;EN
@@EQ 1362 LAAALSA C LAALSA(-1) PALSA;SMPL 1993.3 2012.4;OLS;EST 1362 PLOT=0;EN
@@EQ 1363 LAAIASA C LAIASA(-1) PIASA;SMPL 1979.3 2012.4;OLS;EST 1363 PLOT=0;EN
@@EQ 1364 LAAINSA C LAINSA(-1) PINSA;SMPL 2000.3 2012.4;OLS;EST 1364 PLOT=0;EN
@@EQ 1365 LAAIQSA C LAIQSA(-1) PIQSA;SMPL 2003.3 2012.4;OLS;EST 1365 PLOT=0;EN
@@EQ 1366 LAAKUSA C LAKUSA(-1) PKUSA;SMPL 1973.3 2012.4;OLS;EST 1366 PLOT=0;EN
@@EQ 1367 LAALISA C LALISA(-1) PLISA;SMPL 1999.3 2012.4;OLS;EST 1367 PLOT=0;EN
@@EQ 1368 LAAUASA C LAUASA(-1) PUASA;SMPL 1981.3 2012.4;OLS;EST 1368 PLOT=0;EN
@EQ  1369 LAAUSVE C LAUSVE(-1) PUSVE;SMPL 1966.1 2012.4;OLS;EST 1369 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCAVE=CAPX$/VEPMM;                                                      
 GENR LAACAVE=LOG(AACAVE+.00001);                                             
 GENR LACAVE=LOG(ACAVE+.00001);                                               
 LHS AACAVE=EXP(LAACAVE)-.00001;                                              
  EQ 1370 LAACAVE C LACAVE(-1) PCAVE;                                         
EQUATION 1001  LAACAVE  
   RHS     C  LACAVE(-1)  PCAVE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1001 PLOT=0;END;                                                     

Equation number = 1001
**********************

Dependent variable = LAACAVE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.264839254

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.254032427       0.216729485  -1.17212     1.000000
13412 LACAVE  ( -1)       0.878708216       0.037383768  23.50507    -3.256131
13410 PCAVE   (  0)      -0.157845586       0.201587726  -0.78301     0.947874

SE of equation            =     0.241504773
Sum of squared residuals  =  10.7900427       0.877742323E-11
Average absolute error    =     0.187241611
Sum of ABS residuals      =  35.2014229    
R squared                 =   0.75249
Durbin-Watson statistic   =   2.49503
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                            +         !!          .   0   .          !
 1966.2!                        *  +          !!          . 0 .   .          !
 1966.3!                        + *           !!          .   .  0.          !
 1966.4!                          +           *!          .   .   .      0   !
 1967.1!                                  *+  !!          .  0.   .          !
 1967.2!                                *+    !!          .   0   .          !
 1967.3!                               + *    !!          .   . 0 .          !
 1967.4!                        *      +      !!        0 .   .   .          !
 1968.1!                        +         *   !!          .   .   .     0    !
 1968.2!                                +*    !!          .   0   .          !
 1968.3!                             * +      !!          .  0.   .          !
 1968.4!                            +     *   !!          .   .   .0         !
 1969.1!                         *      +     !!        0 .   .   .          !
 1969.2!                        +     *       !!          .   .   . 0        !
 1969.3!                             + *      !!          .   .0  .          !
 1969.4!                             +   *    !!          .   .  0.          !
 1970.1!                             * +      !!          .  0.   .          !
 1970.2!                            +*        !!          .   .0  .          !
 1970.3!                            +       * !!          .   .   .   0      !
 1970.4!                              *   +   !!          0   .   .          !
 1971.1!                             +    *   !!          .   .   .0         !
 1971.2!                                *+    !!          .  0.   .          !
 1971.3!                              +       !!          .   0   .          !
 1971.4!                            +  *      !!          .   . 0 .          !
 1972.1!                             +        !!          .  0.   .          !
 1972.2!                            +         *!          .   .   .    0     !
 1972.3!                            *       + !!       0  .   .   .          !
 1972.4!                           +   *      !!          .   .   0          !
 1973.1!                             *+       !!          .   0   .          !
 1973.2!                    *       +         !!      0   .   .   .          !
 1973.3!                    +                 !!          .   0   .          !
 1973.4!                    +   *             !!          .   .   0          !
 1974.1!                       +  *           !!          .   .  0.          !
 1974.2!                     *   +            !!          0   .   .          !
 1974.3!                     +*               !!          .   .0  .          !
 1974.4!                      +  *            !!          .   .  0.          !
 1975.1!                        +  *          !!          .   .  0.          !
 1975.2!                          *+          !!          .  0.   .          !
 1975.3!              *          +            !!     0    .   .   .          !
 1975.4!               +      *               !!          .   .   .  0       !
 1976.1!                  *   +               !!          .0  .   .          !
 1976.2!                  +                   !!          .   0   .          !
 1976.3!                  +      *            !!          .   .   . 0        !
 1976.4!                     *  +             !!          .0  .   .          !
 1977.1!                     +        *       !!          .   .   .   0      !
 1977.2!                             +    *   !!          .   .   0          !
 1977.3!                               *+     !!          .  0.   .          !
 1977.4!                              +       !!          .   0   .          !
 1978.1!                             +    *   !!          .   .   .0         !
 1978.2!                                 +*   !!          .   .0  .          !
 1978.3!                                 +*   !!          .   . 0 .          !
 1978.4!                                 + *  !!          .   . 0 .          !
 1979.1!                               * +    !!          . 0 .   .          !
 1979.2!                              +    *  !!          .   .   .0         !
 1979.3!                                  +*  !!          .   .0  .          !
 1979.4!                                  + * !!          .   . 0 .          !
 1980.1!                             *    +   !!          0   .   .          !
 1980.2!                            +     *   !!          .   .   .0         !
 1980.3!                                +     !!          .   0   .          !
 1980.4!                               +   *  !!          .   .   0          !
 1981.1!                                  +   !!          .   .0  .          !
 1981.2!                                *+    !!          .  0.   .          !
 1981.3!                              + *     !!          .   .0  .          !
 1981.4!                              +*      !!          .   0   .          !
 1982.1!                           *  +       !!          .0  .   .          !
 1982.2!                          +           !!          .   .0  .          !
 1982.3!                          +    *      !!          .   .   .0         !
 1982.4!                      *       +       !!       0  .   .   .          !
 1983.1!                      +    *          !!          .   .   0          !
 1983.2!                          +*          !!          .   .0  .          !
 1983.3!                       *  +           !!          .0  .   .          !
 1983.4!                      *+              !!          .  0.   .          !
 1984.1!                     *+               !!          .   0   .          !
 1984.2!                 *   +                !!          0   .   .          !
 1984.3!                 +   *                !!          .   .  0.          !
 1984.4!                    *+                !!          .  0.   .          !
 1985.1!                   *+                 !!          .  0.   .          !
 1985.2!                   +   *              !!          .   .   0          !
 1985.3!                     * +              !!          . 0 .   .          !
 1985.4!                     +  *             !!          .   .  0.          !
 1986.1!                        +   *         !!          .   .   0          !
 1986.2!                         * +          !!          . 0 .   .          !
 1986.3!                        +*            !!          .   0   .          !
 1986.4!                         +    *       !!          .   .   .0         !
 1987.1!                             *+       !!          .   0   .          !
 1987.2!                         *  +         !!          .0  .   .          !
 1987.3!                 *       +            !!       0  .   .   .          !
 1987.4!                  +   *               !!          .   .   0          !
 1988.1!                  *   +               !!          0   .   .          !
 1988.2!                   +  *               !!          .   . 0 .          !
 1988.3!                    * +               !!          . 0 .   .          !
 1988.4!                    +  *              !!          .   .  0.          !
 1989.1!              *        +              !!      0   .   .   .          !
 1989.2!          *    +                      !!          0   .   .          !
 1989.3!          * +                         !!          . 0 .   .          !
 1989.4!           +  *                       !!          .   . 0 .          !
 1990.1!               +                      !!          .   0   .          !
 1990.2!                +     *               !!          .   .   . 0        !
 1990.3!                      +*              !!          .   .0  .          !
 1990.4!                     * +              !!          .  0.   .          !
 1991.1!                     +     *          !!          .   .   .0         !
 1991.2!                        *  +          !!          . 0 .   .          !
 1991.3!                        +             !!          .   0   .          !
 1991.4!                     *  +             !!          . 0 .   .          !
 1992.1!                      + *             !!          .   . 0 .          !
 1992.2!                       *+             !!          .  0.   .          !
 1992.3!                    *  +              !!          .0  .   .          !
 1992.4!                    +   *             !!          .   .  0.          !
 1993.1!                        +   *         !!          .   .   0          !
 1993.2!                          * +         !!          .  0.   .          !
 1993.3!                         *+           !!          .  0.   .          !
 1993.4!                   *     +            !!         0.   .   .          !
 1994.1!                  *+                  !!          .  0.   .          !
 1994.2!                   +     *            !!          .   .   . 0        !
 1994.3!                         +  *         !!          .   .  0.          !
 1994.4!                            +     *   !!          .   .   .0         !
 1995.1!                                 +    !!          .   0   .          !
 1995.2!                                + *   !!          .   . 0 .          !
 1995.3!                               *+     !!          . 0 .   .          !
 1995.4!                            * +       !!          . 0 .   .          !
 1996.1!                           + *        !!          .   .0  .          !
 1996.2!                      *     +         !!        0 .   .   .          !
 1996.3!                      +  *            !!          .   . 0 .          !
 1996.4!                        *+            !!          .   0   .          !
 1997.1!                        +   *         !!          .   .  0.          !
 1997.2!                           +*         !!          .   .0  .          !
 1997.3!                           *+         !!          .  0.   .          !
 1997.4!                          + *         !!          .   . 0 .          !
 1998.1!                            +         !!          .   0   .          !
 1998.2!                      *    +          !!          0   .   .          !
 1998.3!      *                +              !0          .   .   .          !
 1998.4!        +        *                    !!          .   .   .   0      !
 1999.1!              *   +                   !!          .0  .   .          !
 1999.2!               +  *                   !!          .   .  0.          !
 1999.3!                   +                  !!          .   0   .          !
 1999.4!                   +  *               !!          .   . 0 .          !
 2000.1!                    * +               !!          . 0 .   .          !
 2000.2!                   *+                 !!          .  0.   .          !
 2000.3!               *   +                  !!          0   .   .          !
 2000.4!                +   *                 !!          .   .  0.          !
 2001.1!                    +*                !!          .   .0  .          !
 2001.2!                    *+                !!          .  0.   .          !
 2001.3!                     +*               !!          .   .0  .          !
 2001.4!                 *    +               !!          0   .   .          !
 2002.1!                  +*                  !!          .   . 0 .          !
 2002.2!               *    +                 !!          0   .   .          !
 2002.3!                +  *                  !!          .   .  0.          !
 2002.4!                  * +                 !!          .  0.   .          !
 2003.1!        *          +                  !!     0    .   .   .          !
 2003.2!          +*                          !!          .   .0  .          !
 2003.3!            +   *                     !!          .   .  0.          !
 2003.4!                 +     *              !!          .   .   . 0        !
 2004.1!                  *    +              !!          0   .   .          !
 2004.2!               *   +                  !!          .0  .   .          !
 2004.3!                +                     !!          .   0   .          !
 2004.4!               * +                    !!          .  0.   .          !
 2005.1!                +    *                !!          .   .   .0         !
 2005.2!                  *  +                !!          .0  .   .          !
 2005.3!              *   +                   !!          .0  .   .          !
 2005.4!            *  +                      !!          .0  .   .          !
 2006.1!             +   *                    !!          .   .   0          !
 2006.2!              *  +                    !!          .0  .   .          !
 2006.3!         *     +                      !!         0.   .   .          !
 2006.4!          + *                         !!          .   .0  .          !
 2007.1!             +                        !!          .   0   .          !
 2007.2!         *    +                       !!          0   .   .          !
 2007.3!     *    +                           !!          0   .   .          !
 2007.4!    *  +                              !!          . 0 .   .          !
 2008.1!      +   *                           !!          .   .  0.          !
 2008.2!        *  +                          !!          .0  .   .          !
 2008.3!        *+                            !!          .  0.   .          !
 2008.4!       * +                            !!          . 0 .   .          !
 2009.1!         +   *                        !!          .   .   0          !
 2009.2!      *       +                       !!       0  .   .   .          !
 2009.3!  *     +                             !!        0 .   .   .          !
 2009.4!    +    *                            !!          .   .   .0         !
 2010.1!      *   +                           !!          0   .   .          !
 2010.2!       *+                             !!          .  0.   .          !
 2010.3!     *   +                            !!          .0  .   .          !
 2010.4!       + *                            !!          .   . 0 .          !
 2011.1!  *       +                           !!       0  .   .   .          !
 2011.2!    + *                               !!          .   .0  .          !
 2011.3!        +*                            !!          .   .0  .          !
 2011.4! *        +                           !!      0   .   .   .          !
 2012.1!   +  *                               !!          .   .  0.          !
 2012.2!  *     +                             !!         0.   .   .          !
 2012.3!    + *                               !!          .   .0  .          !
 2012.4*       +                              !!       0  .   .   .          !


     28.19 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ  1371 LAAJAVE C LAJAVE(-1) PJAVE;SMPL 1966.1 2012.4;OLS;EST 1371 PLOT=0;EN
@EQ  1372 LAAAUVE C LAAUVE(-1) PAUVE;SMPL 1966.1 2012.4;OLS;EST 1372 PLOT=0;EN
@EQ  1373 LAAFRVE C LAFRVE(-1) PFRVE;SMPL 1966.1 2012.4;OLS;EST 1373 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEVE=GEPX$/VEPMM;                                                      
 GENR LAAGEVE=LOG(AAGEVE+.00001);                                             
 GENR LAGEVE=LOG(AGEVE+.00001);                                               
 LHS AAGEVE=EXP(LAAGEVE)-.00001;                                              
  EQ 1374 LAAGEVE C LAGEVE(-1) PGEVE;                                         
EQUATION 1002  LAAGEVE  
   RHS     C  LAGEVE(-1)  PGEVE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1002 PLOT=0;END;                                                     

Equation number = 1002
**********************

Dependent variable = LAAGEVE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.787132628

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.001949686       0.125539153   0.01553     1.000000
13415 LAGEVE  ( -1)       0.917564867       0.029136632  31.49180    -2.778647
13413 PGEVE   (  0)      -0.261475302       0.145360688  -1.79880     0.915930

SE of equation            =     0.182945853
Sum of squared residuals  =  6.19179925      -0.899280650E-12
Average absolute error    =     0.130668731
Sum of ABS residuals      =  24.5657214    
R squared                 =   0.87046
Durbin-Watson statistic   =   2.86380
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                               +  *   !!           .  .  0           !
 1966.2!                                  +*  !!           .  .0 .           !
 1966.3!                                 *+   !!           . 0.  .           !
 1966.4!                                +     !!           .  0  .           !
 1967.1!                                +     !!           .  0  .           !
 1967.2!                               + *    !!           .  . 0.           !
 1967.3!                                 +*   !!           .  .0 .           !
 1967.4!                                  +*  !!           .  .0 .           !
 1968.1!                                 *+   !!           . 0.  .           !
 1968.2!                                *+    !!           .  0  .           !
 1968.3!                                + *   !!           .  . 0.           !
 1968.4!                                 +*   !!           .  .0 .           !
 1969.1!                                  +*  !!           .  .0 .           !
 1969.2!                                  +   !!           .  0  .           !
 1969.3!                                 +    !!           .  0  .           !
 1969.4!                                 +    !!           .  0  .           !
 1970.1!                              * +     !!           .0 .  .           !
 1970.2!                             +   *    !!           .  .  0           !
 1970.3!                                +*    !!           .  0  .           !
 1970.4!                                +*    !!           .  .0 .           !
 1971.1!                                +*    !!           .  0  .           !
 1971.2!                               *+     !!           . 0.  .           !
 1971.3!                              +   *   !!           .  .  0           !
 1971.4!                                 +*   !!           .  .0 .           !
 1972.1!                                *+    !!           .  0  .           !
 1972.2!                               +*     !!           .  .0 .           !
 1972.3!                               + *    !!           .  . 0.           !
 1972.4!                                + *   !!           .  . 0.           !
 1973.1!                                 +  * !!           .  .  0           !
 1973.2!                                   + *!!           .  . 0.           !
 1973.3!                                 * +  !!           . 0.  .           !
 1973.4!                             *  +     !!           .0 .  .           !
 1974.1!                            +  *      !!           .  . 0.           !
 1974.2!                             +        !!           .  0  .           !
 1974.3!                             +*       !!           .  .0 .           !
 1974.4!                            *+        !!           . 0.  .           !
 1975.1!                         * +          !!           .0 .  .           !
 1975.2!                        +  *          !!           .  . 0.           !
 1975.3!                           +*         !!           .  .0 .           !
 1975.4!                           +          !!           .  0  .           !
 1976.1!                           +  *       !!           .  .  0           !
 1976.2!                             +*       !!           .  0  .           !
 1976.3!                             +  *     !!           .  . 0.           !
 1976.4!                            *  +      !!           .0 .  .           !
 1977.1!                            +   *     !!           .  .  .0          !
 1977.2!                               +    * !!           .  .  .0          !
 1977.3!                                * +   !!           .0 .  .           !
 1977.4!                              +       *!           .  .  .  0        !
 1978.1!                                *   + !!           0  .  .           !
 1978.2!                               +*     !!           .  .0 .           !
 1978.3!                           *  +       !!           0  .  .           !
 1978.4!                          +           !!           .  .0 .           !
 1979.1!                         +*           !!           .  0  .           !
 1979.2!                    *    +            !!         0 .  .  .           !
 1979.3!                   +  *               !!           .  . 0.           !
 1979.4!                     +                !!           .  0  .           !
 1980.1!                     +      *         !!           .  .  .  0        !
 1980.2!                     *     +          !!         0 .  .  .           !
 1980.3!                    +*                !!           .  .0 .           !
 1980.4!                     +*               !!           .  0  .           !
 1981.1!                      +               !!           .  0  .           !
 1981.2!                      +               !!           .  0  .           !
 1981.3!                     * +              !!           . 0.  .           !
 1981.4!                    * +               !!           . 0.  .           !
 1982.1!                    *+                !!           . 0.  .           !
 1982.2!                   * +                !!           . 0.  .           !
 1982.3!                    + *               !!           .  . 0.           !
 1982.4!                       +*             !!           .  .0 .           !
 1983.1!                       *+             !!           . 0.  .           !
 1983.2!                  *     +             !!         0 .  .  .           !
 1983.3!                 * +                  !!           .0 .  .           !
 1983.4!                  +                   !!           . 0.  .           !
 1984.1!                   +                  !!           .  0  .           !
 1984.2!                    +    *            !!           .  .  .0          !
 1984.3!                       * +            !!           .0 .  .           !
 1984.4!                       *+             !!           . 0.  .           !
 1985.1!                        + *           !!           .  . 0.           !
 1985.2!                        * +           !!           .0 .  .           !
 1985.3!                        *+            !!           . 0.  .           !
 1985.4!                       *+             !!           . 0.  .           !
 1986.1!                       + *            !!           .  . 0.           !
 1986.2!                         +*           !!           .  .0 .           !
 1986.3!                         +*           !!           .  0  .           !
 1986.4!                         +*           !!           .  .0 .           !
 1987.1!                         +            !!           .  0  .           !
 1987.2!                        +*            !!           .  .0 .           !
 1987.3!                         +    *       !!           .  .  . 0         !
 1987.4!                           * +        !!           .0 .  .           !
 1988.1!                         +            !!           . 0.  .           !
 1988.2!                        + *           !!           .  .0 .           !
 1988.3!                         +*           !!           .  .0 .           !
 1988.4!                        * +           !!           . 0.  .           !
 1989.1!                       +*             !!           .  .0 .           !
 1989.2!                        +             !!           .  0  .           !
 1989.3!                       + *            !!           .  .0 .           !
 1989.4!                      * +             !!           .0 .  .           !
 1990.1!                     +       *        !!           .  .  .   0       !
 1990.2!                        *   +         !!           0  .  .           !
 1990.3!                       +        *     !!           .  .  .    0      !
 1990.4!                          *   +       !!          0.  .  .           !
 1991.1!                       * +            !!           . 0.  .           !
 1991.2!                      +               !!           .  0  .           !
 1991.3!                 *    +               !!          0.  .  .           !
 1991.4!                 +  *                 !!           .  .  0           !
 1992.1!                   +*                 !!           .  0  .           !
 1992.2!                   +*                 !!           .  0  .           !
 1992.3!               *   +                  !!           0  .  .           !
 1992.4!               +           *          !!           .  .  .      0    !
 1993.1!               *          +           !!     0     .  .  .           !
 1993.2!               +    *                 !!           .  .  .0          !
 1993.3!                *   +                 !!           0  .  .           !
 1993.4!               +                      !!           .  0  .           !
 1994.1!               +    *                 !!           .  .  .0          !
 1994.2!                   +                  !!           .  0  .           !
 1994.3!                * +                   !!           .0 .  .           !
 1994.4!           *    +                     !!          0.  .  .           !
 1995.1!           +                *         !!           .  .  .           0
 1995.2!                *          +          !!     0     .  .  .           !
 1995.3!               + *                    !!           .  . 0.           !
 1995.4!            *   +                     !!           0  .  .           !
 1996.1!            +*                        !!           .  0  .           !
 1996.2!             +   *                    !!           .  .  .0          !
 1996.3!                 +*                   !!           .  .0 .           !
 1996.4!            *    +                    !!          0.  .  .           !
 1997.1!           *+                         !!           . 0.  .           !
 1997.2!           +  *                       !!           .  .  0           !
 1997.3!             * +                      !!           . 0.  .           !
 1997.4!            *+                        !!           . 0.  .           !
 1998.1!        *    +                        !!          0.  .  .           !
 1998.2!         +       *                    !!           .  .  .   0       !
 1998.3!                 +*                   !!           .  .0 .           !
 1998.4!                 + *                  !!           .  .0 .           !
 1999.1!                 *+                   !!           . 0.  .           !
 1999.2!                 + *                  !!           .  . 0.           !
 1999.3!               *  +                   !!           0  .  .           !
 1999.4!               +    *                 !!           .  .  .0          !
 2000.1!                 *  +                 !!           0  .  .           !
 2000.2!             *   +                    !!           0  .  .           !
 2000.3!             *+                       !!           . 0.  .           !
 2000.4!         *    +                       !!          0.  .  .           !
 2001.1!          +  *                        !!           .  . 0.           !
 2001.2!          *   +                       !!           0  .  .           !
 2001.3!           +  *                       !!           .  .  0           !
 2001.4!           *   +                      !!           0  .  .           !
 2002.1!           +     *                    !!           .  .  . 0         !
 2002.2!                 +                    !!           .  0  .           !
 2002.3!              *  +                    !!           .0 .  .           !
 2002.4!              +*                      !!           .  0  .           !
 2003.1!         *     +                      !!         0 .  .  .           !
 2003.2!         +  *                         !!           .  . 0.           !
 2003.3!            +    *                    !!           .  .  .0          !
 2003.4!           *    +                     !!          0.  .  .           !
 2004.1!           +  *                       !!           .  .  0           !
 2004.2!            * +                       !!           .0 .  .           !
 2004.3!        *   +                         !!           0  .  .           !
 2004.4!       *+                             !!           . 0.  .           !
 2005.1!       +  *                           !!           .  . 0.           !
 2005.2!          +                           !!           .  .0 .           !
 2005.3!         * +                          !!           .0 .  .           !
 2005.4!        *+                            !!           . 0.  .           !
 2006.1!       * +                            !!           . 0.  .           !
 2006.2!     *  +                             !!           .0 .  .           !
 2006.3!     *+                               !!           . 0.  .           !
 2006.4!     +                                !!           . 0.  .           !
 2007.1!     +                                !!           . 0.  .           !
 2007.2!    *+                                !!           . 0.  .           !
 2007.3!    *+                                !!           . 0.  .           !
 2007.4!    +                                 !!           .  0  .           !
 2008.1!    +     *                           !!           .  .  .0          !
 2008.2!          +                           !!           .  0  .           !
 2008.3!      *   +                           !!           0  .  .           !
 2008.4!      *+                              !!           . 0.  .           !
 2009.1!      +   *                           !!           .  .  .0          !
 2009.2!     *     +                          !!         0 .  .  .           !
 2009.3!     +    *                           !!           .  .  .0          !
 2009.4!         *+                           !!           . 0.  .           !
 2010.1!        * +                           !!           .0 .  .           !
 2010.2!     *   +                            !!           0  .  .           !
 2010.3!    * +                               !!           .0 .  .           !
 2010.4!     +                                !!           .  0  .           !
 2011.1!      + *                             !!           .  . 0.           !
 2011.2!  *      +                            !!        0  .  .  .           !
 2011.3!   +                                  !!           . 0.  .           !
 2011.4*    +                                 !!          0.  .  .           !
 2012.1! + *                                  !!           .  . 0.           !
 2012.2!   *+                                 !!           .0 .  .           !
 2012.3!  * +                                 !!           .0 .  .           !
 2012.4! * +                                  !!           .0 .  .           !


     26.60 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITVE=ITPX$/VEPMM;                                                      
 GENR LAAITVE=LOG(AAITVE+.00001);                                             
 GENR LAITVE=LOG(AITVE+.00001);                                               
 LHS AAITVE=EXP(LAAITVE)-.00001;                                              
  EQ 1375 LAAITVE C LAITVE(-1) PITVE;                                         
EQUATION 1003  LAAITVE  
   RHS     C  LAITVE(-1)  PITVE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1003 PLOT=0;END;                                                     

Equation number = 1003
**********************

Dependent variable = LAAITVE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.809492786

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.151446296       0.081620809  -1.85549     1.000000
13418 LAITVE  ( -1)       0.616620131       0.052589036  11.72526    -2.803884
13416 PITVE   (  0)      -1.156481529       0.172588130  -6.70082     0.803398

SE of equation            =     0.174574135
Sum of squared residuals  =  5.63808381       0.296518365E-11
Average absolute error    =     0.135436920
Sum of ABS residuals      =  25.4621410    
R squared                 =   0.85464
Durbin-Watson statistic   =   2.27437
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                          + *         !!         .    . 0  .         !
 1966.2!                            +         !!         .    .0   .         !
 1966.3!                        *   +         !!        0.    .    .         !
 1966.4!                       *  +           !!         .0   .    .         !
 1967.1!                        *+            !!         .   0.    .         !
 1967.2!                          + *         !!         .    .  0 .         !
 1967.3!                            +*        !!         .    .0   .         !
 1967.4!                             +  *     !!         .    .  0 .         !
 1968.1!                           *  +       !!         .0   .    .         !
 1968.2!                           *+         !!         .    0    .         !
 1968.3!                         *  +         !!         .0   .    .         !
 1968.4!                           +          !!         .    0    .         !
 1969.1!                          * +         !!         .   0.    .         !
 1969.2!                         * +          !!         . 0  .    .         !
 1969.3!                          +           !!         .   0.    .         !
 1969.4!                         * +          !!         . 0  .    .         !
 1970.1!                           +          !!         .    0    .         !
 1970.2!                            +         !!         .   0.    .         !
 1970.3!                         *  +         !!         0    .    .         !
 1970.4!                           +*         !!         .    .0   .         !
 1971.1!                         *  +         !!         .0   .    .         !
 1971.2!                          *+          !!         .   0.    .         !
 1971.3!                         * +          !!         .  0 .    .         !
 1971.4!                           +   *      !!         .    .    .0        !
 1972.1!                            * +       !!         . 0  .    .         !
 1972.2!                           *+         !!         .   0.    .         !
 1972.3!                           +          !!         .    0    .         !
 1972.4!                           +  *       !!         .    .  0 .         !
 1973.1!                     *       +        !!    0    .    .    .         !
 1973.2!                        +             !!         .    0    .         !
 1973.3!                        * +           !!         . 0  .    .         !
 1973.4!                          +      *    !!         .    .    .   0     !
 1974.1!                            *   +     !!         0    .    .         !
 1974.2!                           *+         !!         .   0.    .         !
 1974.3!                           + *        !!         .    . 0  .         !
 1974.4!                           *+         !!         .  0 .    .         !
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 1975.2!                              +*      !!         .    . 0  .         !
 1975.3!                             +   *    !!         .    .    0         !
 1975.4!                           *   +      !!         0    .    .         !
 1976.1!                             +   *    !!         .    .    0         !
 1976.2!                                +     !!         .   0.    .         !
 1976.3!                             * +      !!         . 0  .    .         !
 1976.4!                             +*       !!         .    .0   .         !
 1977.1!                              +     * !!         .    .    .  0      !
 1977.2!                                 *+   !!         .   0.    .         !
 1977.3!                            * +       !!         .0   .    .         !
 1977.4!                            +*        !!         .    .0   .         !
 1978.1!                          *  +        !!         . 0  .    .         !
 1978.2!                           +*         !!         .    .0   .         !
 1978.3!                        *   +         !!         0    .    .         !
 1978.4!                          + *         !!         .    .  0 .         !
 1979.1!                          * +         !!         .  0 .    .         !
 1979.2!                      *    +          !!        0.    .    .         !
 1979.3!                     *  +             !!         .0   .    .         !
 1979.4!                       +*             !!         .    . 0  .         !
 1980.1!                         +*           !!         .    . 0  .         !
 1980.2!                         +   *        !!         .    .   0.         !
 1980.3!                           +    *     !!         .    .    .0        !
 1980.4!                          *  +        !!         .0   .    .         !
 1981.1!                     *     +          !!       0 .    .    .         !
 1981.2!                        +*            !!         .    .0   .         !
 1981.3!                           +   *      !!         .    .    0         !
 1981.4!                          *   +       !!         0    .    .         !
 1982.1!                           +        * !!         .    .    .     0   !
 1982.2!                                 +   *!!         .    .   0.         !
 1982.3!                         *        +   !!   0     .    .    .         !
 1982.4!                           +        * !!         .    .    .     0   !
 1983.1!                           *     +    !!       0 .    .    .         !
 1983.2!                        *   +         !!        0.    .    .         !
 1983.3!                          +         * !!         .    .    .      0  !
 1983.4!                             *    +   !!        0.    .    .         !
 1984.1!                              +     * !!         .    .    .  0      !
 1984.2!                            *     +   !!      0  .    .    .         !
 1984.3!                              +       !!         .    0    .         !
 1984.4!                               +*     !!         .    .0   .         !
 1985.1!                                +   * !!         .    .   0.         !
 1985.2!                               *  +   !!         .0   .    .         !
 1985.3!                               +*     !!         .    .0   .         !
 1985.4!                               +      !!         .    0    .         !
 1986.1!                      *      +        !!     0   .    .    .         !
 1986.2!                        +    *        !!         .    .    .0        !
 1986.3!                      *    +          !!       0 .    .    .         !
 1986.4!                       +   *          !!         .    .    0         !
 1987.1!                         +   *        !!         .    .    0         !
 1987.2!                         * +          !!         .  0 .    .         !
 1987.3!                    *    +            !!         0    .    .         !
 1987.4!                     +       *        !!         .    .    .     0   !
 1988.1!                        * +           !!         .  0 .    .         !
 1988.2!                        +   *         !!         .    .    .0        !
 1988.3!                         * +          !!         .  0 .    .         !
 1988.4!                         +  *         !!         .    .   0.         !
 1989.1!                          + *         !!         .    . 0  .         !
 1989.2!                           +       *  !!         .    .    .     0   !
 1989.3!                              +       *!         .    .    .    0    !
 1989.4!                               +    * !!         .    .    .0        !
 1990.1!                             +   *    !!         .    .    0         !
 1990.2!                         *  +         !!         .0   .    .         !
 1990.3!                    * +               !!         .  0 .    .         !
 1990.4!                  +      *            !!         .    .    .   0     !
 1991.1!                   *  +               !!         . 0  .    .         !
 1991.2!                    +  *              !!         .    .    0         !
 1991.3!                      +               !!         .    0    .         !
 1991.4!                    +  *              !!         .    .   0.         !
 1992.1!                     +*               !!         .    . 0  .         !
 1992.2!                    +   *             !!         .    .    0         !
 1992.3!                   * +                !!         .  0 .    .         !
 1992.4!                    +*                !!         .    .0   .         !
 1993.1!                      +  *            !!         .    .   0.         !
 1993.2!                       *+             !!         .   0.    .         !
 1993.3!                       + *            !!         .    . 0  .         !
 1993.4!                      *  +            !!         .0   .    .         !
 1994.1!                       +      *       !!         .    .    .  0      !
 1994.2!                         * +          !!         .0   .    .         !
 1994.3!             *           +            !0         .    .    .         !
 1994.4!                * +                   !!         .  0 .    .         !
 1995.1!               *    +                 !!       0 .    .    .         !
 1995.2!                  *+                  !!         .  0 .    .         !
 1995.3!                    +*                !!         .    .0   .         !
 1995.4!                *    +                !!        0.    .    .         !
 1996.1!               * +                    !!         . 0  .    .         !
 1996.2!                 +    *               !!         .    .    . 0       !
 1996.3!                   * +                !!         . 0  .    .         !
 1996.4!                   +   *              !!         .    .    0         !
 1997.1!                     +                !!         .    0    .         !
 1997.2!                  *  +                !!         .0   .    .         !
 1997.3!                *   +                 !!         .0   .    .         !
 1997.4!                  +  *                !!         .    .  0 .         !
 1998.1!                    +  *              !!         .    .   0.         !
 1998.2!                   *  +               !!         . 0  .    .         !
 1998.3!                  + *                 !!         .    . 0  .         !
 1998.4!                   +                  !!         .    .0   .         !
 1999.1!                  +   *               !!         .    .    0         !
 1999.2!                     +       *        !!         .    .    .     0   !
 1999.3!                         + *          !!         .    . 0  .         !
 1999.4!                        +  *          !!         .    .   0.         !
 2000.1!                        +    *        !!         .    .    .0        !
 2000.2!                     *    +           !!        0.    .    .         !
 2000.3!                  *   +               !!         .0   .    .         !
 2000.4!                    + *               !!         .    .0   .         !
 2001.1!                 *   +                !!         0    .    .         !
 2001.2!                   +*                 !!         .    .0   .         !
 2001.3!                    +                 !!         .    .0   .         !
 2001.4!                    +   *             !!         .    .    0         !
 2002.1!                      +*              !!         .    . 0  .         !
 2002.2!                     *+               !!         .    0    .         !
 2002.3!                *  +                  !!         .0   .    .         !
 2002.4!                + *                   !!         .    .  0 .         !
 2003.1!               *+                     !!         .   0.    .         !
 2003.2!           * +                        !!         . 0  .    .         !
 2003.3!           +*                         !!         .    . 0  .         !
 2003.4!           + *                        !!         .    . 0  .         !
 2004.1!          +                           !!         .   0.    .         !
 2004.2!          + *                         !!         .    .  0 .         !
 2004.3!           +                          !!         .    .0   .         !
 2004.4!         + *                          !!         .    .  0 .         !
 2005.1!         +                            !!         .    0    .         !
 2005.2!       * +                            !!         .  0 .    .         !
 2005.3!        +                             !!         .    0    .         !
 2005.4!        *+                            !!         .  0 .    .         !
 2006.1!        +                             !!         .    0    .         !
 2006.2!        +                             !!         .    0    .         !
 2006.3!    *   +                             !!         0    .    .         !
 2006.4!     +  *                             !!         .    .   0.         !
 2007.1!     * +                              !!         .  0 .    .         !
 2007.2!    +                                 !!         .    0    .         !
 2007.3!   *+                                 !!         .   0.    .         !
 2007.4!  +                                   !!         .    0    .         !
 2008.1! *+                                   !!         .   0.    .         !
 2008.2* +                                    !!         .  0 .    .         !
 2008.3!+*                                    !!         .    .0   .         !
 2008.4!   +                                  !!         .    0    .         !
 2009.1!  + *                                 !!         .    . 0  .         !
 2009.2!   +   *                              !!         .    .    0         !
 2009.3!   * +                                !!         . 0  .    .         !
 2009.4!  +                                   !!         .   0.    .         !
 2010.1!  + *                                 !!         .    . 0  .         !
 2010.2!  *  +                                !!         .0   .    .         !
 2010.3! * +                                  !!         . 0  .    .         !
 2010.4!  +                                   !!         .    .0   .         !
 2011.1!   *+                                 !!         .  0 .    .         !
 2011.2!    *  +                              !!         .0   .    .         !
 2011.3!     *  +                             !!         .0   .    .         !
 2011.4!  *      +                            !!      0  .    .    .         !
 2012.1!       +  *                           !!         .    .  0 .         !
 2012.2!          * +                         !!         . 0  .    .         !
 2012.3!     *      +                         !!    0    .    .    .         !
 2012.4!    *   +                             !!        0.    .    .         !


     29.26 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEVE=NEPX$/VEPMM;                                                      
 GENR LAANEVE=LOG(AANEVE+.00001);                                             
 GENR LANEVE=LOG(ANEVE+.00001);                                               
 LHS AANEVE=EXP(LAANEVE)-.00001;                                              
  EQ 1376 LAANEVE C LANEVE(-1) PNEVE;                                         
EQUATION 1004  LAANEVE  
   RHS     C  LANEVE(-1)  PNEVE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1004 PLOT=0;END;                                                     

Equation number = 1004
**********************

Dependent variable = LAANEVE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.362483811

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.466246058       0.331974909  -4.41674     1.000000
13421 LANEVE  ( -1)       0.605602150       0.058129152  10.41822    -4.360530
13419 PNEVE   (  0)      -0.246881588       0.243054603  -1.01575     1.034874

SE of equation            =     0.250379240
Sum of squared residuals  =  11.5976063       0.885869156E-11
Average absolute error    =     0.192947125
Sum of ABS residuals      =  36.2740594    
R squared                 =   0.38271
Durbin-Watson statistic   =   2.21751
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                  *+                  !!          .  0.   .          !
 1966.2!                 +    *               !!          .   .   0          !
 1966.3!                   +                  !!          .   0   .          !
 1966.4!                 +  *                 !!          .   . 0 .          !
 1967.1!                  +  *                !!          .   .  0.          !
 1967.2!                   +     *            !!          .   .   .0         !
 1967.3!                     +*               !!          .   .0  .          !
 1967.4!                   +        *         !!          .   .   .  0       !
 1968.1!                       +*             !!          .   . 0 .          !
 1968.2!                     +*               !!          .   .0  .          !
 1968.3!                  *+                  !!          .  0.   .          !
 1968.4!                 +   *                !!          .   .   0          !
 1969.1!                   +  *               !!          .   .  0.          !
 1969.2!                   +   *              !!          .   .  0.          !
 1969.3!                    +    *            !!          .   .   .0         !
 1969.4!                      +               !!          .   0   .          !
 1970.1!                *  +                  !!          .0  .   .          !
 1970.2!                +  *                  !!          .   . 0 .          !
 1970.3!                  +  *                !!          .   .  0.          !
 1970.4!                   +       *          !!          .   .   .  0       !
 1971.1!                       +              *!          .   .   .        0 !
 1971.2!                             +  *     !!          .   . 0 .          !
 1971.3!                      *  +            !!          . 0 .   .          !
 1971.4!                    + *               !!          .   . 0 .          !
 1972.1!           *       +                  !!       0  .   .   .          !
 1972.2!             + *                      !!          .   . 0 .          !
 1972.3!               +                      !!          .   0   .          !
 1972.4!               +   *                  !!          .   .  0.          !
 1973.1!                 +      *             !!          .   .   .0         !
 1973.2!                    + *               !!          .   . 0 .          !
 1973.3!                   +  *               !!          .   .  0.          !
 1973.4!                   +     *            !!          .   .   .0         !
 1974.1!                  *  +                !!          . 0 .   .          !
 1974.2!               *+                     !!          .  0.   .          !
 1974.3!              +      *                !!          .   .   .0         !
 1974.4!                  +                   !!          .   0   .          !
 1975.1!              * +                     !!          . 0 .   .          !
 1975.2!             +        *               !!          .   .   .  0       !
 1975.3!                   +     *            !!          .   .   .0         !
 1975.4!                   * +                !!          . 0 .   .          !
 1976.1!            *    +                    !!         0.   .   .          !
 1976.2!            *+                        !!          .  0.   .          !
 1976.3!             +                        !!          .   0   .          !
 1976.4!          *  +                        !!          . 0 .   .          !
 1977.1!           *+                         !!          .  0.   .          !
 1977.2!            +  *                      !!          .   .  0.          !
 1977.3!              +*                      !!          .   .0  .          !
 1977.4!            * +                       !!          . 0 .   .          !
 1978.1!         *  +                         !!          . 0 .   .          !
 1978.2!           + *                        !!          .   . 0 .          !
 1978.3!             +  *                     !!          .   . 0 .          !
 1978.4!               +    *                 !!          .   .   0          !
 1979.1!                 +        *           !!          .   .   .  0       !
 1979.2!                   * +                !!          .  0.   .          !
 1979.3*                 +                    !0          .   .   .          !
 1979.4!    + *                               !!          .   .0  .          !
 1980.1!        +         *                   !!          .   .   .   0      !
 1980.2!         *      +                     !!        0 .   .   .          !
 1980.3!          +      *                    !!          .   .   . 0        !
 1980.4!            *   +                     !!          .0  .   .          !
 1981.1!         *   +                        !!          .0  .   .          !
 1981.2!           +                          !!          .   0   .          !
 1981.3!            + *                       !!          .   .0  .          !
 1981.4!              +  *                    !!          .   .  0.          !
 1982.1!                + *                   !!          .   . 0 .          !
 1982.2!            *   +                     !!          .0  .   .          !
 1982.3!             +                        !!          .   0   .          !
 1982.4!              +          *            !!          .   .   .    0     !
 1983.1!      *              +                !!  0       .   .   .          !
 1983.2!          +         *                 !!          .   .   .    0     !
 1983.3!                * +                   !!          . 0 .   .          !
 1983.4!               +*                     !!          .   0   .          !
 1984.1!               +*                     !!          .   .0  .          !
 1984.2!                +       *             !!          .   .   .  0       !
 1984.3!                     +  *             !!          .   .  0.          !
 1984.4!                     +                !!          .   0   .          !
 1985.1!                 * +                  !!          .  0.   .          !
 1985.2!             *   +                    !!          .0  .   .          !
 1985.3!              +*                      !!          .   .0  .          !
 1985.4!               +    *                 !!          .   .   .0         !
 1986.1!                 *+                   !!          .  0.   .          !
 1986.2!                + *                   !!          .   . 0 .          !
 1986.3!                *+                    !!          .  0.   .          !
 1986.4!               +      *               !!          .   .   . 0        !
 1987.1!                *  +                  !!          . 0 .   .          !
 1987.2!               +                      !!          .  0.   .          !
 1987.3!             * +                      !!          .  0.   .          !
 1987.4!      *       +                       !!        0 .   .   .          !
 1988.1!         +      *                     !!          .   .   .0         !
 1988.2!               +   *                  !!          .   .  0.          !
 1988.3!                 + *                  !!          .   .0  .          !
 1988.4!                 +                    !!          .   0   .          !
 1989.1!                +  *                  !!          .   . 0 .          !
 1989.2!       *          +                   !!     0    .   .   .          !
 1989.3!          +     *                     !!          .   .   .0         !
 1989.4!             * +                      !!          . 0 .   .          !
 1990.1!            *+                        !!          .  0.   .          !
 1990.2!          *  +                        !!          . 0 .   .          !
 1990.3!  *         +                         !!      0   .   .   .          !
 1990.4!      +    *                          !!          .   .   0          !
 1991.1!          * +                         !!          .  0.   .          !
 1991.2!            + *                       !!          .   . 0 .          !
 1991.3!            * +                       !!          . 0 .   .          !
 1991.4!          *  +                        !!          . 0 .   .          !
 1992.1!            +                         !!          .   0   .          !
 1992.2!         *   +                        !!          .0  .   .          !
 1992.3!      *    +                          !!          0   .   .          !
 1992.4!    *    +                            !!          0   .   .          !
 1993.1!        +         *                   !!          .   .   .   0      !
 1993.2!        *        +                    !!       0  .   .   .          !
 1993.3!      *    +                          !!          0   .   .          !
 1993.4!         +         *                  !!          .   .   .   0      !
 1994.1!            *     +                   !!         0.   .   .          !
 1994.2!          *  +                        !!          .0  .   .          !
 1994.3!            +    *                    !!          .   .   0          !
 1994.4!        *       +                     !!        0 .   .   .          !
 1995.1!    *      +                          !!         0.   .   .          !
 1995.2!        +    *                        !!          .   .   0          !
 1995.3!           * +                        !!          . 0 .   .          !
 1995.4!           *+                         !!          .  0.   .          !
 1996.1!       *    +                         !!         0.   .   .          !
 1996.2!     *    +                           !!          0   .   .          !
 1996.3!        *+                            !!          .   0   .          !
 1996.4!     *     +                          !!         0.   .   .          !
 1997.1!    *    +                            !!          0   .   .          !
 1997.2!     *   +                            !!          .0  .   .          !
 1997.3!         +                            !!          .   0   .          !
 1997.4!    *      +                          !!        0 .   .   .          !
 1998.1!       * +                            !!          . 0 .   .          !
 1998.2!       *  +                           !!          .0  .   .          !
 1998.3!           +                          !!          .   0   .          !
 1998.4!            +     *                   !!          .   .   0          !
 1999.1!            *    +                    !!         0.   .   .          !
 1999.2!             +                        !!          .   0   .          !
 1999.3!            * +                       !!          . 0 .   .          !
 1999.4!            * +                       !!          .  0.   .          !
 2000.1!            * +                       !!          . 0 .   .          !
 2000.2!        *     +                       !!         0.   .   .          !
 2000.3!         *  +                         !!          . 0 .   .          !
 2000.4!        *   +                         !!          0   .   .          !
 2001.1!           + *                        !!          .   . 0 .          !
 2001.2!         *    +                       !!         0.   .   .          !
 2001.3!         *  +                         !!          . 0 .   .          !
 2001.4!      *     +                         !!         0.   .   .          !
 2002.1!          +                           !!          .   0   .          !
 2002.2!           * +                        !!          . 0 .   .          !
 2002.3!             +*                       !!          .   .0  .          !
 2002.4!     *         +                      !!      0   .   .   .          !
 2003.1!         +               *            !!          .   .   .        0 !
 2003.2!                *    +                !!          0   .   .          !
 2003.3!        *      +                      !!       0  .   .   .          !
 2003.4!          +     *                     !!          .   .   .0         !
 2004.1!         *      +                     !!        0 .   .   .          !
 2004.2!        *  +                          !!          .0  .   .          !
 2004.3!        *  +                          !!          .0  .   .          !
 2004.4!        * +                           !!          . 0 .   .          !
 2005.1!        *  +                          !!          . 0 .   .          !
 2005.2!        *  +                          !!          . 0 .   .          !
 2005.3!           +*                         !!          .   .0  .          !
 2005.4!             +                        !!          .  0.   .          !
 2006.1!     *        +                       !!       0  .   .   .          !
 2006.2!         + *                          !!          .   . 0 .          !
 2006.3!         *   +                        !!          .0  .   .          !
 2006.4!           +         *                !!          .   .   .   0      !
 2007.1!                *  +                  !!          . 0 .   .          !
 2007.2!           *   +                      !!          0   .   .          !
 2007.3!         *   +                        !!          .0  .   .          !
 2007.4!     *     +                          !!         0.   .   .          !
 2008.1!         + *                          !!          .   . 0 .          !
 2008.2!      *     +                         !!         0.   .   .          !
 2008.3!         +*                           !!          .   0   .          !
 2008.4!         *  +                         !!          . 0 .   .          !
 2009.1!            +   *                     !!          .   .   0          !
 2009.2!                +   *                 !!          .   .  0.          !
 2009.3!                  +*                  !!          .   .0  .          !
 2009.4!                  +       *           !!          .   .   .  0       !
 2010.1!                      +       *       !!          .   .   .  0       !
 2010.2!                       * +            !!          . 0 .   .          !
 2010.3!                    +                 !!          .   0   .          !
 2010.4!                  +                   !!          .   0   .          !
 2011.1!                 +    *               !!          .   .   0          !
 2011.2!                   + *                !!          .   .0  .          !
 2011.3!                *  +                  !!          . 0 .   .          !
 2011.4!                +  *                  !!          .   . 0 .          !
 2012.1!                  +          *        !!          .   .   .     0    !
 2012.2!                   *    +             !!         0.   .   .          !
 2012.3!                  +                   !!          .   0   .          !
 2012.4!               * +                    !!          . 0 .   .          !


     31.91 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTVE=STPX$/VEPMM;                                                      
 GENR LAASTVE=LOG(AASTVE+.00001);                                             
 GENR LASTVE=LOG(ASTVE+.00001);                                               
 LHS AASTVE=EXP(LAASTVE)-.00001;                                              
  EQ 1377 LAASTVE C LASTVE(-1) PSTVE;                                         
EQUATION 1005  LAASTVE  
   RHS     C  LASTVE(-1)  PSTVE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1005 PLOT=0;END;                                                     

Equation number = 1005
**********************

Dependent variable = LAASTVE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.269067331

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.509608701       0.113498267  -4.49001     1.000000
13424 LASTVE  ( -1)       0.746585208       0.047557967  15.69843    -4.261171
13422 PSTVE   (  0)      -0.698972235       0.155559618  -4.49328     0.827116

SE of equation            =     0.198993032
Sum of squared residuals  =  7.32567194       0.209166018E-12
Average absolute error    =     0.152802725
Sum of ABS residuals      =  28.7269124    
R squared                 =   0.89091
Durbin-Watson statistic   =   2.47725
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                 *+   !!          .  0.   .          !
 1966.2!                                *+    !!          .  0.   .          !
 1966.3!                             *  +     !!          .0  .   .          !
 1966.4!                             +   *    !!          .   .   0          !
 1967.1!                               *+     !!          . 0 .   .          !
 1967.2!                               + *    !!          .   .  0.          !
 1967.3!                             *  +     !!          0   .   .          !
 1967.4!                             +       *!!          .   .   .    0     !
 1968.1!                                *  +  !!          0   .   .          !
 1968.2!                               +   *  !!          .   .   .0         !
 1968.3!                                 *+   !!          .  0.   .          !
 1968.4!                               *+     !!          . 0 .   .          !
 1969.1!                            * +       !!          . 0 .   .          !
 1969.2!                             +  *     !!          .   .   0          !
 1969.3!                               +      !!          .  0.   .          !
 1969.4!                       *       +      !!    0     .   .   .          !
 1970.1!                         +        *   !!          .   .   .      0   !
 1970.2!                                 +    *!          .   .   . 0        !
 1970.3!                                *   + !!         0.   .   .          !
 1970.4!                               +      *!          .   .   .   0      !
 1971.1!                                  * + !!          . 0 .   .          !
 1971.2!                               * +    !!          . 0 .   .          !
 1971.3!                              +  *    !!          .   .  0.          !
 1971.4!                               +    * !!          .   .   . 0        !
 1972.1!                                 +*   !!          .   .0  .          !
 1972.2!                                +  *  !!          .   .   0          !
 1972.3!                             *   +    !!          0   .   .          !
 1972.4!                            +    *    !!          .   .   .0         !
 1973.1!                              +       *!          .   .   .     0    !
 1973.2!                            *     +   !!      0   .   .   .          !
 1973.3!                          +           !!          .  0.   .          !
 1973.4!                         +  *         !!          .   .   0          !
 1974.1!                            +         !!          .   .0  .          !
 1974.2!                        *   +         !!          0   .   .          !
 1974.3!                         +            !!          .   0   .          !
 1974.4!                        *+            !!          .   0   .          !
 1975.1!                      * +             !!          .0  .   .          !
 1975.2!                      +     *         !!          .   .   .  0       !
 1975.3!                          +           !!          .  0.   .          !
 1975.4!                         +  *         !!          .   .   0          !
 1976.1!                          +           !!          .  0.   .          !
 1976.2!                    *   +             !!         0.   .   .          !
 1976.3!                     +   *            !!          .   .   . 0        !
 1976.4!                        + *           !!          .   .  0.          !
 1977.1!                       * +            !!          .0  .   .          !
 1977.2!                       +*             !!          .   . 0 .          !
 1977.3!                      * +             !!          . 0 .   .          !
 1977.4!                     +  *             !!          .   .   0          !
 1978.1!                    * +               !!          . 0 .   .          !
 1978.2!                   + *                !!          .   .  0.          !
 1978.3!                  *+                  !!          .  0.   .          !
 1978.4!                +   *                 !!          .   .   .0         !
 1979.1!                   + *                !!          .   .  0.          !
 1979.2!                   *+                 !!          .  0.   .          !
 1979.3!                  +*                  !!          .   .0  .          !
 1979.4!                * +                   !!          .0  .   .          !
 1980.1!                +    *                !!          .   .   .0         !
 1980.2!                  * +                 !!          .0  .   .          !
 1980.3!              *   +                   !!         0.   .   .          !
 1980.4!                +*                    !!          .   .0  .          !
 1981.1!                 *+                   !!          .  0.   .          !
 1981.2!                 * +                  !!          . 0 .   .          !
 1981.3!                *  +                  !!          0   .   .          !
 1981.4!                 +  *                 !!          .   .   0          !
 1982.1!                *    +                !!        0 .   .   .          !
 1982.2!                 +                    !!          .   0   .          !
 1982.3!                *  +                  !!          .0  .   .          !
 1982.4!                  + *                 !!          .   .  0.          !
 1983.1!                     +  *             !!          .   .   0          !
 1983.2!                    *  +              !!         0.   .   .          !
 1983.3!                  *  +                !!          .0  .   .          !
 1983.4!                    +      *          !!          .   .   .     0    !
 1984.1!                        * +           !!          .0  .   .          !
 1984.2!                      * +             !!          .0  .   .          !
 1984.3!                     * +              !!          . 0 .   .          !
 1984.4!                       + *            !!          .   .  0.          !
 1985.1!                    *     +           !!       0  .   .   .          !
 1985.2!                      +*              !!          .   .0  .          !
 1985.3!                    *  +              !!          0   .   .          !
 1985.4!                 *   +                !!          0   .   .          !
 1986.1!                  +         *         !!          .   .   .       0  !
 1986.2!                    *     +           !!       0  .   .   .          !
 1986.3!                   +   *              !!          .   .   .0         !
 1986.4!                      +  *            !!          .   .   0          !
 1987.1!                   *  +               !!         0.   .   .          !
 1987.2!                 +    *               !!          .   .   . 0        !
 1987.3!                    +                 !!          .   0   .          !
 1987.4!                 *+                   !!          . 0 .   .          !
 1988.1!               +      *               !!          .   .   .   0      !
 1988.2!                    +     *           !!          .   .   .   0      !
 1988.3!                       *+             !!          .  0.   .          !
 1988.4!                     +  *             !!          .   .  0.          !
 1989.1!                 *    +               !!        0 .   .   .          !
 1989.2!                 +*                   !!          .   0   .          !
 1989.3!           *     +                    !!      0   .   .   .          !
 1989.4!           +                          !!          .   0   .          !
 1990.1!            +                         !!          .   0   .          !
 1990.2!            +  *                      !!          .   .   0          !
 1990.3!             + *                      !!          .   .  0.          !
 1990.4!              +                       !!          .   0   .          !
 1991.1!             + *                      !!          .   .  0.          !
 1991.2!           *   +                      !!          0   .   .          !
 1991.3!  *         +                         !!  0       .   .   .          !
 1991.4!    +           *                     !!          .   .   .          0
 1992.1!            *  +                      !!          0   .   .          !
 1992.2!            + *                       !!          .   . 0 .          !
 1992.3!             +  *                     !!          .   .   0          !
 1992.4!             *+                       !!          .  0.   .          !
 1993.1!             +                        !!          .  0.   .          !
 1993.2!            +                         !!          .   0   .          !
 1993.3!            +                         !!          .  0.   .          !
 1993.4!           +    *                     !!          .   .   . 0        !
 1994.1!               +                      !!          .   0   .          !
 1994.2!              +                       !!          .   0   .          !
 1994.3!         *   +                        !!         0.   .   .          !
 1994.4!         + *                          !!          .   . 0 .          !
 1995.1!     *     +                          !!        0 .   .   .          !
 1995.2!      +   *                           !!          .   .   .0         !
 1995.3!         + *                          !!          .   . 0 .          !
 1995.4!     *    +                           !!         0.   .   .          !
 1996.1!      +*                              !!          .   .0  .          !
 1996.2!       +  *                           !!          .   .  0.          !
 1996.3!    *    +                            !!       0  .   .   .          !
 1996.4!      +                               !!          .   0   .          !
 1997.1!        +                             !!          .   0   .          !
 1997.2!*        +                            !!   0      .   .   .          !
 1997.3!   *+                                 !!          .  0.   .          !
 1997.4!   * +                                !!          .0  .   .          !
 1998.1!     +  *                             !!          .   .   0          !
 1998.2!*        +                            !!   0      .   .   .          !
 1998.3!   +  *                               !!          .   .  0.          !
 1998.4!       +                              !!          .   .0  .          !
 1999.1!      * +                             !!          .0  .   .          !
 1999.2!     * +                              !!          .0  .   .          !
 1999.3!      +                               !!          .   0   .          !
 1999.4!        +                             !!          .   .0  .          !
 2000.1!      *   +                           !!         0.   .   .          !
 2000.2!     *  +                             !!          .0  .   .          !
 2000.3!   *   +                              !!         0.   .   .          !
 2000.4!    * +                               !!          .0  .   .          !
 2001.1!      + *                             !!          .   . 0 .          !
 2001.2!        *+                            !!          . 0 .   .          !
 2001.3!    *    +                            !!        0 .   .   .          !
 2001.4!     +*                               !!          .   .0  .          !
 2002.1!        +*                            !!          .   . 0 .          !
 2002.2!          + *                         !!          .   .  0.          !
 2002.3!           +                          !!          .   .0  .          !
 2002.4!           +  *                       !!          .   .   0          !
 2003.1!            +*                        !!          .   . 0 .          !
 2003.2!          *+                          !!          . 0 .   .          !
 2003.3!    *    +                            !!        0 .   .   .          !
 2003.4!   *+                                 !!          .  0.   .          !
 2004.1!   +*                                 !!          .   .0  .          !
 2004.2!  * +                                 !!          . 0 .   .          !
 2004.3!*  +                                  !!          .0  .   .          !
 2004.4! +                                    !!          .   0   .          !
 2005.1!  +*                                  !!          .   .0  .          !
 2005.2!  *+                                  !!          .  0.   .          !
 2005.3! *  +                                 !!          .0  .   .          !
 2005.4!   +                                  !!          .   0   .          !
 2006.1!    +                                 !!          .  0.   .          !
 2006.2!   * +                                !!          . 0 .   .          !
 2006.3!*   +                                 !!          0   .   .          !
 2006.4!  +                                   !!          .   0   .          !
 2007.1!   +                                  !!          .  0.   .          !
 2007.2! *  +                                 !!          0   .   .          !
 2007.3!* +                                   !!          . 0 .   .          !
 2007.4!  +*                                  !!          .   .0  .          !
 2008.1!*  +                                  !!          0   .   .          !
 2008.2!*+                                    !!          .  0.   .          !
 2008.3*  +                                   !!          .0  .   .          !
 2008.4! +*                                   !!          .   .0  .          !
 2009.1!  +                                   !!          .   0   .          !
 2009.2* +                                    !!          .0  .   .          !
 2009.3+    *                                 !!          .   .   . 0        !
 2009.4!   +                                  !!          .   0   .          !
 2010.1!  +*                                  !!          .   .0  .          !
 2010.2!   +                                  !!          .   0   .          !
 2010.3!  +                                   !!          .   0   .          !
 2010.4! +  *                                 !!          .   .  0.          !
 2011.1!   +       *                          !!          .   .   .     0    !
 2011.2!        +   *                         !!          .   .   .0         !
 2011.3!     *  +                             !!          0   .   .          !
 2011.4!    + *                               !!          .   .  0.          !
 2012.1!     +   *                            !!          .   .   .0         !
 2012.2!       +                              !!          .   0   .          !
 2012.3! *    +                               !!         0.   .   .          !
 2012.4! +       *                            !!          .   .   .    0     !


     27.13 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKVE=UKPX$/VEPMM;                                                      
 GENR LAAUKVE=LOG(AAUKVE+.00001);                                             
 GENR LAUKVE=LOG(AUKVE+.00001);                                               
 LHS AAUKVE=EXP(LAAUKVE)-.00001;                                              
  EQ 1378 LAAUKVE C LAUKVE(-1) PUKVE;                                         
EQUATION 1006  LAAUKVE  
   RHS     C  LAUKVE(-1)  PUKVE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1006 PLOT=0;END;                                                     

Equation number = 1006
**********************

Dependent variable = LAAUKVE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.459074942

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.088161286       0.165263026  -0.53346     1.000000
13427 LAUKVE  ( -1)       0.829687448       0.040948991  20.26149    -3.449049
13425 PUKVE   (  0)      -0.565654708       0.213014733  -2.65547     0.900339

SE of equation            =     0.249182364
Sum of squared residuals  =  11.4869924       0.891020591E-11
Average absolute error    =     0.188107936
Sum of ABS residuals      =  35.3642920    
R squared                 =   0.78673
Durbin-Watson statistic   =   2.89156
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                               + *    !!          .   . 0 .          !
 1966.2!                               +  *   !!          .   .  0.          !
 1966.3!                                +   * !!          .   .   0          !
 1966.4!                                * +   !!          . 0 .   .          !
 1967.1!                               +*     !!          .   .0  .          !
 1967.2!                               +  *   !!          .   .  0.          !
 1967.3!                                +     !!          .   0   .          !
 1967.4!                              *+      !!          .  0.   .          !
 1968.1!                              +    *  !!          .   .   .0         !
 1968.2!                                  +   *!          .   .   0          !
 1968.3!                                  * + !!          .0  .   .          !
 1968.4!                                +   * !!          .   .   0          !
 1969.1!                                   +  !!          .   0   .          !
 1969.2!                                * +   !!          .  0.   .          !
 1969.3!                                +  *  !!          .   .  0.          !
 1969.4!                                  + * !!          .   . 0 .          !
 1970.1!                                  +   !!          .  0.   .          !
 1970.2!                                 +    !!          .   .0  .          !
 1970.3!                                + *   !!          .   . 0 .          !
 1970.4!                                *+    !!          .  0.   .          !
 1971.1!                             * +      !!          . 0 .   .          !
 1971.2!                             +  *     !!          .   .  0.          !
 1971.3!                               +  *   !!          .   .  0.          !
 1971.4!                                 +*   !!          .   .0  .          !
 1972.1!                               *+     !!          .  0.   .          !
 1972.2!                              +   *   !!          .   .   .0         !
 1972.3!                              *  +    !!          .0  .   .          !
 1972.4!                              + *     !!          .   . 0 .          !
 1973.1!                              *+      !!          . 0 .   .          !
 1973.2!                             +*       !!          .   0   .          !
 1973.3!                              + *     !!          .   . 0 .          !
 1973.4!                           *    +     !!         0.   .   .          !
 1974.1!                            +*        !!          .   .0  .          !
 1974.2!                         *   +        !!          0   .   .          !
 1974.3!                          +   *       !!          .   .   0          !
 1974.4!                      *       +       !!      0   .   .   .          !
 1975.1!                       +    *         !!          .   .   .0         !
 1975.2!                            +*        !!          .   .0  .          !
 1975.3!                             +  *     !!          .   .  0.          !
 1975.4!                               +      !!          .   0   .          !
 1976.1!                               + *    !!          .   . 0 .          !
 1976.2!                             *   +    !!          0   .   .          !
 1976.3!                             +        !!          .  0.   .          !
 1976.4!                             +        !!          .   0   .          !
 1977.1!                             +        !!          .   0   .          !
 1977.2!                          *  +        !!          .0  .   .          !
 1977.3!                          +   *       !!          .   .   0          !
 1977.4!                         *    +       !!          0   .   .          !
 1978.1!                         +   *        !!          .   .   0          !
 1978.2!                            *+        !!          .   0   .          !
 1978.3!                            +*        !!          .   . 0 .          !
 1978.4!                        *   +         !!          0   .   .          !
 1979.1!                        +             !!          .   0   .          !
 1979.2!                        +*            !!          .   .0  .          !
 1979.3!                        +*            !!          .   .0  .          !
 1979.4!                    *   +             !!         0.   .   .          !
 1980.1!                   +   *              !!          .   .   0          !
 1980.2!                    +                 !!          .  0.   .          !
 1980.3!                 +                    !!          .   0   .          !
 1980.4!                +   *                 !!          .   .   0          !
 1981.1!               *  +                   !!          .0  .   .          !
 1981.2!               +*                     !!          .   .0  .          !
 1981.3!              * +                     !!          . 0 .   .          !
 1981.4!             *+                       !!          . 0 .   .          !
 1982.1!             +   *                    !!          .   .   0          !
 1982.2!              *  +                    !!          .0  .   .          !
 1982.3!              +*                      !!          .   .0  .          !
 1982.4!               *+                     !!          .  0.   .          !
 1983.1!                + *                   !!          .   .  0.          !
 1983.2!             *    +                   !!         0.   .   .          !
 1983.3!              + *                     !!          .   .0  .          !
 1983.4!                +  *                  !!          .   .  0.          !
 1984.1!             *     +                  !!        0 .   .   .          !
 1984.2!              + *                     !!          .   . 0 .          !
 1984.3!                *+                    !!          .  0.   .          !
 1984.4!                 +                    !!          .   0   .          !
 1985.1!                  + *                 !!          .   .0  .          !
 1985.2!                    +  *              !!          .   .   0          !
 1985.3!                      +  *            !!          .   .  0.          !
 1985.4!                     * +              !!          . 0 .   .          !
 1986.1!                     +     *          !!          .   .   . 0        !
 1986.2!                          +           !!          .   .0  .          !
 1986.3!                          +           !!          .   0   .          !
 1986.4!                     *    +           !!          0   .   .          !
 1987.1!                     +   *            !!          .   .   0          !
 1987.2!                       +              !!          .   0   .          !
 1987.3!                     *+               !!          .  0.   .          !
 1987.4!                    +                 !!          .   0   .          !
 1988.1!                   + *                !!          .   . 0 .          !
 1988.2!                    +  *              !!          .   .  0.          !
 1988.3!                    * +               !!          . 0 .   .          !
 1988.4!                    +*                !!          .   . 0 .          !
 1989.1!                     + *              !!          .   .  0.          !
 1989.2!                     * +              !!          .  0.   .          !
 1989.3!                   * +                !!          . 0 .   .          !
 1989.4!                  +     *             !!          .   .   . 0        !
 1990.1!                      *+              !!          .  0.   .          !
 1990.2!                     +             *  !!          .   .   .          0
 1990.3!                            *  +      !!          0   .   .          !
 1990.4!                         +  *         !!          .   .  0.          !
 1991.1!                    *    +            !!        0 .   .   .          !
 1991.2!                  *+                  !!          .  0.   .          !
 1991.3!                  +      *            !!          .   .   .  0       !
 1991.4!                *      +              !!       0  .   .   .          !
 1992.1!                +   *                 !!          .   .   0          !
 1992.2!               *   +                  !!          .0  .   .          !
 1992.3!               +      *               !!          .   .   .   0      !
 1992.4!               *      +               !!       0  .   .   .          !
 1993.1!               +      *               !!          .   .   .  0       !
 1993.2!               *     +                !!        0 .   .   .          !
 1993.3!               +         *            !!          .   .   .     0    !
 1993.4!                     * +              !!          .0  .   .          !
 1994.1!                    +  *              !!          .   .   0          !
 1994.2!                    * +               !!          . 0 .   .          !
 1994.3!                   +   *              !!          .   .   0          !
 1994.4!                      + *             !!          .   . 0 .          !
 1995.1!                   *  +               !!          .0  .   .          !
 1995.2!                *  +                  !!          . 0 .   .          !
 1995.3!                +                     !!          .  0.   .          !
 1995.4!                +*                    !!          .   . 0 .          !
 1996.1!                 +*                   !!          .   .0  .          !
 1996.2!                  +    *              !!          .   .   . 0        !
 1996.3!               *      +               !!      0   .   .   .          !
 1996.4!              +*                      !!          .   0   .          !
 1997.1!               +*                     !!          .   .0  .          !
 1997.2!                +                     !!          .   0   .          !
 1997.3!                +                     !!          .   .0  .          !
 1997.4!             *  +                     !!          .0  .   .          !
 1998.1!             +     *                  !!          .   .   . 0        !
 1998.2!                  +                   !!          .   0   .          !
 1998.3!                 +  *                 !!          .   .  0.          !
 1998.4!            *      +                  !!      0   .   .   .          !
 1999.1!             +       *                !!          .   .   .    0     !
 1999.2!           *        +                 !!     0    .   .   .          !
 1999.3!            +        *                !!          .   .   .     0    !
 1999.4!               *    +                 !!         0.   .   .          !
 2000.1!              *+                      !!          .  0.   .          !
 2000.2!             * +                      !!          .  0.   .          !
 2000.3!              +    *                  !!          .   .   .0         !
 2000.4!                  +                   !!          .   0   .          !
 2001.1!                * +                   !!          .0  .   .          !
 2001.2!                +   *                 !!          .   .   0          !
 2001.3!                    +                 !!          .   0   .          !
 2001.4!                   + *                !!          .   . 0 .          !
 2002.1!                     +          *     !!          .   .   .       0  !
 2002.2!                       *      +       !!       0  .   .   .          !
 2002.3!                  *   +               !!          .0  .   .          !
 2002.4!                  +                   !!          .   0   .          !
 2003.1!          *      +                    !!      0   .   .   .          !
 2003.2!          +              *            !!          .   .   .          0
 2003.3!                   *   +              !!         0.   .   .          !
 2003.4!                  +  *                !!          .   .  0.          !
 2004.1!              *    +                  !!         0.   .   .          !
 2004.2!              +                       !!          .  0.   .          !
 2004.3!             +  *                     !!          .   .  0.          !
 2004.4!               +                      !!          .  0.   .          !
 2005.1!              +*                      !!          .   .0  .          !
 2005.2!        *      +                      !!       0  .   .   .          !
 2005.3!         +      *                     !!          .   .   . 0        !
 2005.4!              * +                     !!          .  0.   .          !
 2006.1!        *      +                      !!       0  .   .   .          !
 2006.2!         +                            !!          .   0   .          !
 2006.3!          +*                          !!          .   .0  .          !
 2006.4!     *      +                         !!       0  .   .   .          !
 2007.1!       +                              !!          .   0   .          !
 2007.2!     *  +                             !!          0   .   .          !
 2007.3!      +   *                           !!          .   .   0          !
 2007.4*           +                          !!  0       .   .   .          !
 2008.1!  +   *                               !!          .   .   0          !
 2008.2!     * +                              !!          .0  .   .          !
 2008.3!     * +                              !!          . 0 .   .          !
 2008.4*        +                             !!     0    .   .   .          !
 2009.1!   +    *                             !!          .   .   .0         !
 2009.2!          + *                         !!          .   . 0 .          !
 2009.3!           *  +                       !!          . 0 .   .          !
 2009.4!    *        +                        !!    0     .   .   .          !
 2010.1!       + *                            !!          .   . 0 .          !
 2010.2!    *      +                          !!      0   .   .   .          !
 2010.3!    *  +                              !!          . 0 .   .          !
 2010.4!     * +                              !!          . 0 .   .          !
 2011.1!       *+                             !!          .   0   .          !
 2011.2!     *    +                           !!         0.   .   .          !
 2011.3!    *  +                              !!          .0  .   .          !
 2011.4!  *    +                              !!          0   .   .          !
 2012.1!     +                                !!          .   0   .          !
 2012.2!  *     +                             !!        0 .   .   .          !
 2012.3!     +                                !!          .   0   .          !
 2012.4! *      +                             !!       0  .   .   .          !


     28.19 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ  1379 LAAFIVE C LAFIVE(-1) PFIVE;SMPL 1966.1 2012.4;OLS;EST 1379 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASVE=ASPX$/VEPMM;                                                      
 GENR LAAASVE=LOG(AAASVE+.00001);                                             
 GENR LAASVE=LOG(AASVE+.00001);                                               
 LHS AAASVE=EXP(LAAASVE)-.00001;                                              
  EQ 1380 LAAASVE C LAASVE(-1) PASVE;                                         
EQUATION 1007  LAAASVE  
   RHS     C  LAASVE(-1)  PASVE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1007 PLOT=0;END;                                                     

Equation number = 1007
**********************

Dependent variable = LAAASVE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -7.091919613

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.888504927       0.465724592  -6.20217     1.000000
13430 LAASVE  ( -1)       0.495915544       0.063608315   7.79639    -7.091696
13428 PASVE   (  0)      -0.689029523       0.289462997  -2.38037     0.996376

SE of equation            =     0.786806468
Sum of squared residuals  =  114.526917      -0.161826108E-10
Average absolute error    =     0.604104433
Sum of ABS residuals      =  113.571633    
R squared                 =   0.31086
Durbin-Watson statistic   =   2.29569
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!         +    *                       !!          .   .  0.          !
 1966.2!             +     *                  !!          .   .  0.          !
 1966.3!                +*                    !!          .   .0  .          !
 1966.4!               +  *                   !!          .   . 0 .          !
 1967.1!               +                      !!          .   0   .          !
 1967.2!       *      +                       !!         0.   .   .          !
 1967.3!          +    *                      !!          .   .  0.          !
 1967.4!       *      +                       !!          0   .   .          !
 1968.1!          +*                          !!          .   .0  .          !
 1968.2!            *+                        !!          .  0.   .          !
 1968.3!           *+                         !!          .  0.   .          !
 1968.4!           *+                         !!          .  0.   .          !
 1969.1!      *     +                         !!          0   .   .          !
 1969.2!          +   *                       !!          .   . 0 .          !
 1969.3!           *  +                       !!          . 0 .   .          !
 1969.4!           *+                         !!          .  0.   .          !
 1970.1!      *      +                        !!          0   .   .          !
 1970.2!          +     *                     !!          .   .   0          !
 1970.3!               +*                     !!          .   0   .          !
 1970.4!               +    *                 !!          .   .  0.          !
 1971.1!          *       +                   !!          0   .   .          !
 1971.2!             +                        !!          .   0   .          !
 1971.3!             *+                       !!          .  0.   .          !
 1971.4!              + *                     !!          .   .0  .          !
 1972.1!               +*                     !!          .   0   .          !
 1972.2!           *   +                      !!          . 0 .   .          !
 1972.3!            +    *                    !!          .   .  0.          !
 1972.4!               +  *                   !!          .   . 0 .          !
 1973.1!              +      *                !!          .   .   0          !
 1973.2!           *    +                     !!          .0  .   .          !
 1973.3!           +   *                      !!          .   . 0 .          !
 1973.4!             +  *                     !!          .   . 0 .          !
 1974.1!         *   +                        !!          .0  .   .          !
 1974.2!     *    +                           !!          .0  .   .          !
 1974.3!         +    *                       !!          .   .  0.          !
 1974.4!            * +                       !!          .  0.   .          !
 1975.1!       *     +                        !!          .0  .   .          !
 1975.2!          +           *               !!          .   .   .  0       !
 1975.3!                  +   *               !!          .   . 0 .          !
 1975.4!                 +    *               !!          .   .  0.          !
 1976.1!                 +*                   !!          .   0   .          !
 1976.2!   *           +                      !!       0  .   .   .          !
 1976.3!        +          *                  !!          .   .   . 0        !
 1976.4!                +      *              !!          .   .   0          !
 1977.1!                  +     *             !!          .   .   0          !
 1977.2!                   +        *         !!          .   .   .0         !
 1977.3!                     +     *          !!          .   .   0          !
 1977.4!                    +        *        !!          .   .   .0         !
 1978.1!                      +   *           !!          .   .  0.          !
 1978.2!                    +    *            !!          .   .  0.          !
 1978.3!                   +   *              !!          .   . 0 .          !
 1978.4!                  +          *        !!          .   .   . 0        !
 1979.1!                    * +               !!          .  0.   .          !
 1979.2!                 +  *                 !!          .   . 0 .          !
 1979.3!                 +      *             !!          .   .   0          !
 1979.4!                 * +                  !!          . 0 .   .          !
 1980.1!              *+                      !!          .   0   .          !
 1980.2!              + *                     !!          .   .0  .          !
 1980.3!               +           *          !!          .   .   .  0       !
 1980.4!           *        +                 !!        0 .   .   .          !
 1981.1!          * +                         !!          .  0.   .          !
 1981.2!            +        *                !!          .   .   .0         !
 1981.3!                 +      *             !!          .   .   0          !
 1981.4!                *  +                  !!          . 0 .   .          !
 1982.1!               +         *            !!          .   .   . 0        !
 1982.2!                 * +                  !!          . 0 .   .          !
 1982.3!               +          *           !!          .   .   . 0        !
 1982.4!                    +*                !!          .   0   .          !
 1983.1!              *  +                    !!          . 0 .   .          !
 1983.2!  *           +                       !!      0   .   .   .          !
 1983.3!  *     +                             !!          0   .   .          !
 1983.4!        +                             !!          .   0   .          !
 1984.1!      *    +                          !!          .0  .   .          !
 1984.2! *        +                           !!        0 .   .   .          !
 1984.3!        +         *                   !!          .   .   . 0        !
 1984.4!              *  +                    !!          .  0.   .          !
 1985.1!           *   +                      !!          . 0 .   .          !
 1985.2!     *       +                        !!         0.   .   .          !
 1985.3!       *  +                           !!          . 0 .   .          !
 1985.4!           +           *              !!          .   .   .  0       !
 1986.1!  *                +                  !!    0     .   .   .          !
 1986.2!         +                            !!          .   0   .          !
 1986.3!             + *                      !!          .   .0  .          !
 1986.4!                +     *               !!          .   .   0          !
 1987.1!           *       +                  !!         0.   .   .          !
 1987.2!              +   *                   !!          .   .  0.          !
 1987.3!         *       +                    !!         0.   .   .          !
 1987.4!             +    *                   !!          .   .  0.          !
 1988.1!                *+                    !!          .  0.   .          !
 1988.2!               +*                     !!          .   0   .          !
 1988.3!               +      *               !!          .   .   0          !
 1988.4!                  +  *                !!          .   . 0 .          !
 1989.1!                  +     *             !!          .   .   0          !
 1989.2!                   +     *            !!          .   .   0          !
 1989.3!                    +              *  !!          .   .   .    0     !
 1989.4!                        +             *!          .   .   .   0      !
 1990.1!                          +           !!          .   0   .          !
 1990.2!                    +    *            !!          .   .  0.          !
 1990.3!                    +   *             !!          .   .  0.          !
 1990.4!                    +       *         !!          .   .   .0         !
 1991.1!                     *+               !!          .  0.   .          !
 1991.2!                  + *                 !!          .   .0  .          !
 1991.3!                  +                   !!          .   0   .          !
 1991.4!              *  +                    !!          . 0 .   .          !
 1992.1!               +     *                !!          .   .   0          !
 1992.2!                  +   *               !!          .   . 0 .          !
 1992.3!                 * +                  !!          . 0 .   .          !
 1992.4!                 +*                   !!          .   .0  .          !
 1993.1!                 +    *               !!          .   .  0.          !
 1993.2!                *  +                  !!          . 0 .   .          !
 1993.3!               *+                     !!          .  0.   .          !
 1993.4!               *+                     !!          .  0.   .          !
 1994.1!            *   +                     !!          . 0 .   .          !
 1994.2!             *+                       !!          .  0.   .          !
 1994.3!               +      *               !!          .   .   0          !
 1994.4!             *     +                  !!          .0  .   .          !
 1995.1!               +                      !!          .   0   .          !
 1995.2!          *     +                     !!          0   .   .          !
 1995.3!             +  *                     !!          .   . 0 .          !
 1995.4!                +  *                  !!          .   .0  .          !
 1996.1!       *         +                    !!        0 .   .   .          !
 1996.2!            +    *                    !!          .   .  0.          !
 1996.3!      *          +                    !!       0  .   .   .          !
 1996.4!           +   *                      !!          .   . 0 .          !
 1997.1!  *            +                      !!      0   .   .   .          !
 1997.2!     *   +                            !!          . 0 .   .          !
 1997.3!        *  +                          !!          . 0 .   .          !
 1997.4!            +  *                      !!          .   . 0 .          !
 1998.1!        *       +                     !!         0.   .   .          !
 1998.2!             +                        !!          .   .0  .          !
 1998.3!         *     +                      !!          0   .   .          !
 1998.4!             +       *                !!          .   .   .0         !
 1999.1!               *   +                  !!          . 0 .   .          !
 1999.2!            *   +                     !!          . 0 .   .          !
 1999.3!               + *                    !!          .   .0  .          !
 1999.4!                 + *                  !!          .   .0  .          !
 2000.1!   *              +                   !!     0    .   .   .          !
 2000.2!          +    *                      !!          .   .  0.          !
 2000.3!              * +                     !!          .  0.   .          !
 2000.4!         *     +                      !!          0   .   .          !
 2001.1!      *      +                        !!          0   .   .          !
 2001.2!           + *                        !!          .   .0  .          !
 2001.3!           *  +                       !!          . 0 .   .          !
 2001.4!              +                       !!          .   0   .          !
 2002.1!          *    +                      !!          .0  .   .          !
 2002.2!             +                        *!          .   .   .          0
 2002.3!          *                +          !!    0     .   .   .          !
 2002.4!             +                        !!          .   0   .          !
 2003.1!    *          +                      !!        0 .   .   .          !
 2003.2!          +*                          !!          .   0   .          !
 2003.3!             +*                       !!          .   .0  .          !
 2003.4!            *  +                      !!          . 0 .   .          !
 2004.1!        *     +                       !!          0   .   .          !
 2004.2!            +                         !!          .   0   .          !
 2004.3!             +*                       !!          .   .0  .          !
 2004.4!              *+                      !!          .   0   .          !
 2005.1!             *+                       !!          .  0.   .          !
 2005.2!           *  +                       !!          . 0 .   .          !
 2005.3!            +   *                     !!          .   . 0 .          !
 2005.4!            *  +                      !!          .  0.   .          !
 2006.1!        *    +                        !!          .0  .   .          !
 2006.2!           + *                        !!          .   .0  .          !
 2006.3!       *     +                        !!          0   .   .          !
 2006.4!          +   *                       !!          .   .  0.          !
 2007.1!       *      +                       !!          0   .   .          !
 2007.2!       *  +                           !!          . 0 .   .          !
 2007.3!         *+                           !!          .  0.   .          !
 2007.4!      *    +                          !!          .0  .   .          !
 2008.1!       * +                            !!          .  0.   .          !
 2008.2!         +                            !!          .   0   .          !
 2008.3!        * +                           !!          .  0.   .          !
 2008.4!         + *                          !!          .   .0  .          !
 2009.1!         *+                           !!          .  0.   .          !
 2009.2!       *   +                          !!          . 0 .   .          !
 2009.3!          +          *                !!          .   .   .  0       !
 2009.4!     *           +                    !!       0  .   .   .          !
 2010.1!        +     *                       !!          .   .   0          !
 2010.2!     *      +                         !!          0   .   .          !
 2010.3!      *+                              !!          .   0   .          !
 2010.4! *     +                              !!          0   .   .          !
 2011.1! *   +                                !!          . 0 .   .          !
 2011.2!  * +                                 !!          .  0.   .          !
 2011.3!  * +                                 !!          . 0 .   .          !
 2011.4! *  +                                 !!          . 0 .   .          !
 2012.1*    +                                 !!          .0  .   .          !
 2012.2!   *+                                 !!          .  0.   .          !
 2012.3!   *  +                               !!          . 0 .   .          !
 2012.4!      +                               !!          .   0   .          !


     28.72 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@@EQ 1381 LAASOVE C LASOVE(-1) PSOVE;SMPL 1992.3 2012.4;OLS;EST 1381 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOVE=KOPX$/VEPMM;                                                      
 GENR LAAKOVE=LOG(AAKOVE+.00001);                                             
 GENR LAKOVE=LOG(AKOVE+.00001);                                               
 LHS AAKOVE=EXP(LAAKOVE)-.00001;                                              
  EQ 1382 LAAKOVE C LAKOVE(-1) PKOVE;                                         
EQUATION 1008  LAAKOVE  
   RHS     C  LAKOVE(-1)  PKOVE  
 SMPL 1977.3 2012.4;                                                          
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
 OLS;EST 1008 PLOT=0;END;                                                     

Equation number = 1008
**********************

Dependent variable = LAAKOVE 

 1977.3 -   2012.4,    0 missing obs.,  142 obs. used.

Mean of dependent variable       -4.769554753

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.416773301       0.175057327  -2.38078     1.000000
13433 LAKOVE  ( -1)       0.792283839       0.051989894  15.23919    -4.786465
13431 PKOVE   (  0)      -0.431315209       0.160632014  -2.68511     1.299612

SE of equation            =     0.426323699
Sum of squared residuals  =  25.2635136      -0.160094160E-11
Average absolute error    =     0.292470120
Sum of ABS residuals      =  41.5307571    
R squared                 =   0.82310
Durbin-Watson statistic   =   2.66867
SMPL and No. Obs.         = 1977.3   2012.4    142

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.3!     * +                              !!          . 0 .   .          !
 1977.4*        +                             !!      0   .   .   .          !
 1978.1!  *+                                  !!          .  0.   .          !
 1978.2!   * +                                !!          .  0.   .          !
 1978.3!      + *                             !!          .   . 0 .          !
 1978.4!     *   +                            !!          .0  .   .          !
 1979.1!    *  +                              !!          0   .   .          !
 1979.2!      +      *                        !!          .   .   .  0       !
 1979.3!          *   +                       !!          .0  .   .          !
 1979.4!            + *                       !!          .   . 0 .          !
 1980.1!  *            +                      !!  0       .   .   .          !
 1980.2!     + *                              !!          .   . 0 .          !
 1980.3!          +                           !!          .   .0  .          !
 1980.4!         *  +                         !!          .0  .   .          !
 1981.1!         * +                          !!          .  0.   .          !
 1981.2!           +                          !!          .   0   .          !
 1981.3!           *+                         !!          .  0.   .          !
 1981.4!             + *                      !!          .   . 0 .          !
 1982.1!            *   +                     !!          .0  .   .          !
 1982.2!             +  *                     !!          .   . 0 .          !
 1982.3!              * +                     !!          . 0 .   .          !
 1982.4!          *    +                      !!          0   .   .          !
 1983.1!        *   +                         !!          0   .   .          !
 1983.2!  *       +                           !!      0   .   .   .          !
 1983.3!    *+                                !!          .  0.   .          !
 1983.4!       +     *                        !!          .   .   .0         !
 1984.1!              +  *                    !!          .   .  0.          !
 1984.2!       *         +                    !!    0     .   .   .          !
 1984.3!         +    *                       !!          .   .   .0         !
 1984.4!              *+                      !!          .  0.   .          !
 1985.1!        *      +                      !!        0 .   .   .          !
 1985.2!          +   *                       !!          .   .  0.          !
 1985.3!            *  +                      !!          .0  .   .          !
 1985.4!            *+                        !!          .  0.   .          !
 1986.1!          *   +                       !!          0   .   .          !
 1986.2!            +  *                      !!          .   .  0.          !
 1986.3!           *    +                     !!         0.   .   .          !
 1986.4!             +*                       !!          .   .0  .          !
 1987.1!               +*                     !!          .   .0  .          !
 1987.2!           *    +                     !!         0.   .   .          !
 1987.3!            +                         !!          .  0.   .          !
 1987.4!             +*                       !!          .   .0  .          !
 1988.1!              +*                      !!          .   0   .          !
 1988.2!            *  +                      !!          .0  .   .          !
 1988.3!            + *                       !!          .   .0  .          !
 1988.4!              +*                      !!          .   .0  .          !
 1989.1!           *   +                      !!          .0  .   .          !
 1989.2!         *  +                         !!          . 0 .   .          !
 1989.3!          +                           !!          .   .0  .          !
 1989.4!           +     *                    !!          .   .   . 0        !
 1990.1!             *   +                    !!          .0  .   .          !
 1990.2!             + *                      !!          .   .0  .          !
 1990.3!               +*                     !!          .   .0  .          !
 1990.4!                +*                    !!          .   .0  .          !
 1991.1!                *+                    !!          .  0.   .          !
 1991.2!                +  *                  !!          .   .  0.          !
 1991.3!                  + *                 !!          .   . 0 .          !
 1991.4!                 *  +                 !!          . 0 .   .          !
 1992.1!                 +             *      !!          .   .   .         0!
 1992.2!                             +  *     !!          .   .  0.          !
 1992.3!                             +   *    !!          .   .   0          !
 1992.4!                             +  *     !!          .   .  0.          !
 1993.1!                       *     +        !!        0 .   .   .          !
 1993.2!                      +              *!!          .   .   .         0!
 1993.3!                       *         +    !!     0    .   .   .          !
 1993.4!                     +               *!!          .   .   .          0
 1994.1!                  *              +    !!0         .   .   .          !
 1994.2!                 +  *                 !!          .   . 0 .          !
 1994.3!                   + *                !!          .   . 0 .          !
 1994.4!                     +*               !!          .   . 0 .          !
 1995.1!                   * +                !!          .0  .   .          !
 1995.2!                  + *                 !!          .   .0  .          !
 1995.3!                   +                  !!          .   0   .          !
 1995.4!                  +  *                !!          .   .  0.          !
 1996.1!                     +                !!          .   .0  .          !
 1996.2!                     +                !!          .   0   .          !
 1996.3!                     +                !!          .   0   .          !
 1996.4!                     +*               !!          .   .0  .          !
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 1997.2!                        +*            !!          .   .0  .          !
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 1999.2!                            + *       !!          .   . 0 .          !
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 1999.4!                            +  *      !!          .   . 0 .          !
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 2000.2!                             +  *     !!          .   .  0.          !
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 2000.4!                              +*      !!          .   .0  .          !
 2001.1!                              +     * !!          .   .   .0         !
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 2001.4!                                 + *  !!          .   . 0 .          !
 2002.1!                            *     +   !!         0.   .   .          !
 2002.2!                            +*        !!          .   .0  .          !
 2002.3!                             + *      !!          .   . 0 .          !
 2002.4!                              + *     !!          .   . 0 .          !
 2003.1!                            *  +      !!          .0  .   .          !
 2003.2!                            +         !!          .  0.   .          !
 2003.3!                         *  +         !!          . 0 .   .          !
 2003.4!                         *+           !!          .  0.   .          !
 2004.1!                          + *         !!          .   . 0 .          !
 2004.2!                            +         !!          .   0   .          !
 2004.3!                           *+         !!          .  0.   .          !
 2004.4!                           +          !!          .   0   .          !
 2005.1!                           +      *   !!          .   .   . 0        !
 2005.2!                                 +*   !!          .   .0  .          !
 2005.3!                                 +*   !!          .   .0  .          !
 2005.4!                                 + *  !!          .   . 0 .          !
 2006.1!                                  +  *!!          .   .  0.          !
 2006.2!                                    +*!!          .   . 0 .          !
 2006.3!                                    + !!          .   0   .          !
 2006.4!                                   + *!!          .   .0  .          !
 2007.1!                                   + *!!          .   .0  .          !
 2007.2!                                    +*!!          .   .0  .          !
 2007.3!                                   +* !!          .   .0  .          !
 2007.4!                                   + *!!          .   . 0 .          !
 2008.1!                                *   + !!          0   .   .          !
 2008.2!                               *+     !!          .  0.   .          !
 2008.3!                              *+      !!          .  0.   .          !
 2008.4!                              *+      !!          .  0.   .          !
 2009.1!                         *     +      !!         0.   .   .          !
 2009.2!                           +*         !!          .   .0  .          !
 2009.3!                            *+        !!          .  0.   .          !
 2009.4!                             *+       !!          .  0.   .          !
 2010.1!                              + *     !!          .   . 0 .          !
 2010.2!                             *  +     !!          . 0 .   .          !
 2010.3!                              + *     !!          .   .0  .          !
 2010.4!                                +     *!          .   .   .0         !
 2011.1!                               *     +!!         0.   .   .          !
 2011.2!                               *+     !!          .  0.   .          !
 2011.3!                               *+     !!          .  0.   .          !
 2011.4!                               +      !!          .   0   .          !
 2012.1!                             *  +     !!          .0  .   .          !
 2012.2!                            * +       !!          . 0 .   .          !
 2012.3!                    *        +        !!     0    .   .   .          !
 2012.4!                       +     *        !!          .   .   . 0        !


     19.01 percent of the residuals exceed 1 SE
      6.34 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEVE=BEPX$Q/VEPMM;                                                     
 GENR LAABEVE=LOG(AABEVE+.00001);                                             
 GENR LABEVE=LOG(ABEVE+.00001);                                               
 LHS AABEVE=EXP(LAABEVE)-.00001;                                              
  EQ 1383 LAABEVE C LABEVE(-1) PBEVE;                                         
EQUATION 1009  LAABEVE  
   RHS     C  LABEVE(-1)  PBEVE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1009 PLOT=0;END;                                                     

Equation number = 1009
**********************

Dependent variable = LAABEVE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.336923521

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.576123394       0.207390096  -2.77797     1.000000
13436 LABEVE  ( -1)       0.752712714       0.045846247  16.41820    -4.329354
13434 PBEVE   (  0)      -0.570413221       0.197148463  -2.89332     0.880135

SE of equation            =     0.247083920
Sum of squared residuals  =  11.2943357      -0.129523059E-10
Average absolute error    =     0.192485190
Sum of ABS residuals      =  36.1872157    
R squared                 =   0.66738
Durbin-Watson statistic   =   2.27494
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                     *       +        !!       0  .   .   .          !
 1966.2!                     +    *           !!          .   .   .0         !
 1966.3!                        +*            !!          .   .0  .          !
 1966.4!                        +  *          !!          .   .  0.          !
 1967.1!                         +*           !!          .   .0  .          !
 1967.2!                      * +             !!          . 0 .   .          !
 1967.3!                  *  +                !!          .0  .   .          !
 1967.4!                  +      *            !!          .   .   . 0        !
 1968.1!                       +     *        !!          .   .   .0         !
 1968.2!                           +     *    !!          .   .   . 0        !
 1968.3!                              +       !!          .   0   .          !
 1968.4!                       *   +          !!          0   .   .          !
 1969.1!                      +*              !!          .   .0  .          !
 1969.2!                *     +               !!         0.   .   .          !
 1969.3!                 +  *                 !!          .   . 0 .          !
 1969.4!                    +*                !!          .   . 0 .          !
 1970.1!                   * +                !!          .  0.   .          !
 1970.2!                   +   *              !!          .   .  0.          !
 1970.3!                      +  *            !!          .   . 0 .          !
 1970.4!                        +  *          !!          .   .  0.          !
 1971.1!                 *       +            !!       0  .   .   .          !
 1971.2!                  +    *              !!          .   .   0          !
 1971.3!                      +   *           !!          .   .  0.          !
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 1972.1!                     *  +             !!          . 0 .   .          !
 1972.2!                    +      *          !!          .   .   . 0        !
 1972.3!                        +       *     !!          .   .   .  0       !
 1972.4!                             +      * !!          .   .   . 0        !
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 1973.2!                              * +     !!          . 0 .   .          !
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 1974.1!                           +          !!          .   0   .          !
 1974.2!                        + *           !!          .   . 0 .          !
 1974.3!                        +    *        !!          .   .   0          !
 1974.4!                         *+           !!          .  0.   .          !
 1975.1!                       +             *!!          .   .   .        0 !
 1975.2!                                +     *!          .   .   .0         !
 1975.3!                                +    *!!          .   .   0          !
 1975.4!                               *+     !!          .   0   .          !
 1976.1!                          * +         !!          . 0 .   .          !
 1976.2!                       +*             !!          .   0   .          !
 1976.3!                      +         *     !!          .   .   .    0     !
 1976.4!                         *  +         !!          . 0 .   .          !
 1977.1!               *       +              !!       0  .   .   .          !
 1977.2!               +       *              !!          .   .   .  0       !
 1977.3!                     +   *            !!          .   .  0.          !
 1977.4!                      +    *          !!          .   .   0          !
 1978.1!                       + *            !!          .   . 0 .          !
 1978.2!                    * +               !!          . 0 .   .          !
 1978.3!              *   +                   !!          0   .   .          !
 1978.4!             *+                       !!          .   0   .          !
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 1979.2!             +   *                    !!          .   .  0.          !
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 1980.3!        *    +                        !!         0.   .   .          !
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 1981.1!               *+                     !!          .  0.   .          !
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 1981.3!                  +   *               !!          .   .   0          !
 1981.4!                     +  *             !!          .   . 0 .          !
 1982.1!           *           +              !!   0      .   .   .          !
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 1982.3!                   + *                !!          .   . 0 .          !
 1982.4!    *                 +               !0          .   .   .          !
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 1984.3!             *     +                  !!         0.   .   .          !
 1984.4!            *   +                     !!          0   .   .          !
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 1986.3!             +  *                     !!          .   .  0.          !
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 1987.3!                      +    *          !!          .   .   .0         !
 1987.4!                   *    +             !!          0   .   .          !
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 1988.3!       *          +                   !!    0     .   .   .          !
 1988.4!         +   *                        !!          .   .  0.          !
 1989.1!              +        *              !!          .   .   .   0      !
 1989.2!                      +           *   !!          .   .   .     0    !
 1989.3!                      *      +        !!        0 .   .   .          !
 1989.4!                    + *               !!          .   .0  .          !
 1990.1!             *     +                  !!         0.   .   .          !
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 1990.3!         *+                           !!          .   0   .          !
 1990.4!          +*                          !!          .   .0  .          !
 1991.1!           +      *                   !!          .   .   . 0        !
 1991.2!               *  +                   !!          . 0 .   .          !
 1991.3!               +         *            !!          .   .   .   0      !
 1991.4!               *      +               !!        0 .   .   .          !
 1992.1!           *   +                      !!          .0  .   .          !
 1992.2!  *         +                         !!      0   .   .   .          !
 1992.3!    +                                 !!          .   0   .          !
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 1993.2!   +                                  !!          .   .0  .          !
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 1993.4!         * +                          !!          . 0 .   .          !
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 1994.3!  *    +                              !!          0   .   .          !
 1994.4!     + *                              !!          .   .0  .          !
 1995.1!        +      *                      !!          .   .   . 0        !
 1995.2!              +*                      !!          .   .0  .          !
 1995.3!          *   +                       !!          0   .   .          !
 1995.4!          + *                         !!          .   . 0 .          !
 1996.1!      *     +                         !!        0 .   .   .          !
 1996.2!      * +                             !!          .  0.   .          !
 1996.3!       *+                             !!          .   0   .          !
 1996.4*         +                            !!      0   .   .   .          !
 1997.1!   +      *                           !!          .   .   . 0        !
 1997.2!      *     +                         !!         0.   .   .          !
 1997.3!         *+                           !!          .  0.   .          !
 1997.4!          *+                          !!          .  0.   .          !
 1998.1!         *  +                         !!          .0  .   .          !
 1998.2!   *       +                          !!       0  .   .   .          !
 1998.3!       +     *                        !!          .   .   .0         !
 1998.4!             + *                      !!          .   .0  .          !
 1999.1!        *      +                      !!        0 .   .   .          !
 1999.2!      *    +                          !!          0   .   .          !
 1999.3!         +                            !!          .   0   .          !
 1999.4!          * +                         !!          .  0.   .          !
 2000.1!             +*                       !!          .   .0  .          !
 2000.2!               *+                     !!          .   0   .          !
 2000.3!             *   +                    !!          0   .   .          !
 2000.4!              *+                      !!          .   0   .          !
 2001.1!              * +                     !!          .  0.   .          !
 2001.2!               *+                     !!          .  0.   .          !
 2001.3!                + *                   !!          .   . 0 .          !
 2001.4!                  +   *               !!          .   .   0          !
 2002.1!                    * +               !!          . 0 .   .          !
 2002.2!                   *+                 !!          .  0.   .          !
 2002.3!                * +                   !!          . 0 .   .          !
 2002.4!                +  *                  !!          .   .  0.          !
 2003.1!                  +      *            !!          .   .   . 0        !
 2003.2!                *     +               !!         0.   .   .          !
 2003.3!                +                     !!          .   0   .          !
 2003.4!               +*                     !!          .   .0  .          !
 2004.1!               + *                    !!          .   . 0 .          !
 2004.2!                +  *                  !!          .   . 0 .          !
 2004.3!                 + *                  !!          .   . 0 .          !
 2004.4!                 +   *                !!          .   .  0.          !
 2005.1!      *          +                    !!    0     .   .   .          !
 2005.2!       +    *                         !!          .   .   .0         !
 2005.3!            +*                        !!          .   .0  .          !
 2005.4!            +*                        !!          .   .0  .          !
 2006.1!     *      +                         !!        0 .   .   .          !
 2006.2!      +*                              !!          .   .0  .          !
 2006.3!    *   +                             !!          .0  .   .          !
 2006.4!     +                                !!          .   0   .          !
 2007.1!   * +                                !!          . 0 .   .          !
 2007.2!    + *                               !!          .   . 0 .          !
 2007.3!    *+                                !!          .  0.   .          !
 2007.4!    +                                 !!          .   0   .          !
 2008.1!    +   *                             !!          .   .  0.          !
 2008.2!       + *                            !!          .   . 0 .          !
 2008.3!         +                            !!          .   0   .          !
 2008.4!     *   +                            !!          0   .   .          !
 2009.1!     +   *                            !!          .   .  0.          !
 2009.2!        *+                            !!          .  0.   .          !
 2009.3!        +  *                          !!          .   .  0.          !
 2009.4*           +                          !!    0     .   .   .          !
 2010.1! +    *                               !!          .   .   0          !
 2010.2!  *    +                              !!          0   .   .          !
 2010.3!    +  *                              !!          .   .  0.          !
 2010.4!      *+                              !!          .  0.   .          !
 2011.1!      +  *                            !!          .   .  0.          !
 2011.2!    *    +                            !!          0   .   .          !
 2011.3!     +                                !!          .   0   .          !
 2011.4!  *  +                                !!          .0  .   .          !
 2012.1!    +  *                              !!          .   . 0 .          !
 2012.2!     * +                              !!          . 0 .   .          !
 2012.3!      +  *                            !!          .   .  0.          !
 2012.4!   *     +                            !!         0.   .   .          !


     28.72 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDEVE=DEPX$Q/VEPMM;                                                     
 GENR LAADEVE=LOG(AADEVE+.00001);                                             
 GENR LADEVE=LOG(ADEVE+.00001);                                               
 LHS AADEVE=EXP(LAADEVE)-.00001;                                              
  EQ 1384 LAADEVE C LADEVE(-1) PDEVE;                                         
EQUATION 1010  LAADEVE  
   RHS     C  LADEVE(-1)  PDEVE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1010 PLOT=0;END;                                                     

Equation number = 1010
**********************

Dependent variable = LAADEVE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.428963299

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.639700226       0.380778800  -1.67998     1.000000
13439 LADEVE  ( -1)       0.747866237       0.048505030  15.41832    -5.423410
13437 PDEVE   (  0)      -0.802091150       0.423349205  -1.89463     0.914208

SE of equation            =     0.379752105
Sum of squared residuals  =  26.6791574      -0.382360810E-10
Average absolute error    =     0.287245787
Sum of ABS residuals      =  54.0022080    
R squared                 =   0.62146
Durbin-Watson statistic   =   2.55719
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                      + *             !!          .   . 0 .          !
 1966.2!                     +  *             !!          .   . 0 .          !
 1966.3!                     + *              !!          .   . 0 .          !
 1966.4!                     +  *             !!          .   . 0 .          !
 1967.1!                      +  *            !!          .   .  0.          !
 1967.2!                       +   *          !!          .   .   0          !
 1967.3!                        +  *          !!          .   . 0 .          !
 1967.4!                        +       *     !!          .   .   . 0        !
 1968.1!                            +*        !!          .   .0  .          !
 1968.2!                          +   *       !!          .   .  0.          !
 1968.3!                           + *        !!          .   . 0 .          !
 1968.4!                          +           !!          .   0   .          !
 1969.1!                        +             *!          .   .   .       0  !
 1969.2!                                 +    !!          .   0   .          !
 1969.3!                             +  *     !!          .   . 0 .          !
 1969.4!                           *+         !!          .  0.   .          !
 1970.1!                     *   +            !!          .0  .   .          !
 1970.2!                     +  *             !!          .   .  0.          !
 1970.3!                       +              !!          .   .0  .          !
 1970.4!                    * +               !!          . 0 .   .          !
 1971.1!                   +*                 !!          .   0   .          !
 1971.2!                 * +                  !!          . 0 .   .          !
 1971.3!                 +                    !!          .  0.   .          !
 1971.4!                 + *                  !!          .   . 0 .          !
 1972.1!         *        +                   !!      0   .   .   .          !
 1972.2!           + *                        !!          .   . 0 .          !
 1972.3!              +*                      !!          .   .0  .          !
 1972.4!               +                      !!          .   0   .          !
 1973.1!              +    *                  !!          .   .   0          !
 1973.2!                  +   *               !!          .   .   0          !
 1973.3!                    +     *           !!          .   .   . 0        !
 1973.4!                       +*             !!          .   0   .          !
 1974.1!                   *  +               !!          . 0 .   .          !
 1974.2!             *    +                   !!         0.   .   .          !
 1974.3!              +*                      !!          .   .0  .          !
 1974.4!               +  *                   !!          .   .  0.          !
 1975.1!                 +                    !!          .   0   .          !
 1975.2!                +  *                  !!          .   . 0 .          !
 1975.3!               * +                    !!          . 0 .   .          !
 1975.4!               +       *              !!          .   .   .  0       !
 1976.1!                    *+                !!          .  0.   .          !
 1976.2!              *   +                   !!          .0  .   .          !
 1976.3!             *+                       !!          .  0.   .          !
 1976.4!         *   +                        !!          0   .   .          !
 1977.1!          +   *                       !!          .   .  0.          !
 1977.2!              +      *                !!          .   .   . 0        !
 1977.3!                   +                  !!          .   0   .          !
 1977.4!                 + *                  !!          .   .0  .          !
 1978.1!                 +                    !!          .   0   .          !
 1978.2!                +   *                 !!          .   .  0.          !
 1978.3!                  + *                 !!          .   . 0 .          !
 1978.4!                  +*                  !!          .   .0  .          !
 1979.1!                 +  *                 !!          .   . 0 .          !
 1979.2!                   +  *               !!          .   . 0 .          !
 1979.3!              *     +                 !!         0.   .   .          !
 1979.4!              +   *                   !!          .   .   0          !
 1980.1!                  +   *               !!          .   .   0          !
 1980.2!              *     +                 !!         0.   .   .          !
 1980.3!               +                      !!          .   .0  .          !
 1980.4!                +*                    !!          .   .0  .          !
 1981.1!                 +       *            !!          .   .   . 0        !
 1981.2!                      * +             !!          .  0.   .          !
 1981.3!                      +               !!          .   0   .          !
 1981.4!                *    +                !!          0   .   .          !
 1982.1!               * +                    !!          . 0 .   .          !
 1982.2!                 +  *                 !!          .   .  0.          !
 1982.3!                 *  +                 !!          . 0 .   .          !
 1982.4!                 *+                   !!          .  0.   .          !
 1983.1!                  +        *          !!          .   .   .   0      !
 1983.2!                    *     +           !!         0.   .   .          !
 1983.3!                     +      *         !!          .   .   . 0        !
 1983.4!                          *+          !!          .   0   .          !
 1984.1!                *        +            !!      0   .   .   .          !
 1984.2!                 +        *           !!          .   .   .  0       !
 1984.3!                         +     *      !!          .   .   .0         !
 1984.4!                            *+        !!          .  0.   .          !
 1985.1!                    *      +          !!        0 .   .   .          !
 1985.2!                     +     *          !!          .   .   .0         !
 1985.3!                        * +           !!          .  0.   .          !
 1985.4!                       +         *    !!          .   .   .    0     !
 1986.1!            *                +        !0          .   .   .          !
 1986.2!             +         *              !!          .   .   .   0      !
 1986.3!           *         +                !!     0    .   .   .          !
 1986.4!             +    *                   !!          .   .   .0         !
 1987.1!                 +  *                 !!          .   .  0.          !
 1987.2!                  +                   !!          .   0   .          !
 1987.3!                 +                    !!          .   0   .          !
 1987.4!                +    *                !!          .   .   0          !
 1988.1!                   +         *        !!          .   .   .    0     !
 1988.2!                          +           !!          .   0   .          !
 1988.3!                     *  +             !!          . 0 .   .          !
 1988.4!                *   +                 !!          .0  .   .          !
 1989.1!                 +            *       !!          .   .   .      0   !
 1989.2!            *              +          !!  0       .   .   .          !
 1989.3!             +       *                !!          .   .   . 0        !
 1989.4!               *   +                  !!          .0  .   .          !
 1990.1!               +     *                !!          .   .   .0         !
 1990.2!         *         +                  !!     0    .   .   .          !
 1990.3!          +    *                      !!          .   .   0          !
 1990.4!      *       +                       !!       0  .   .   .          !
 1991.1!        +  *                          !!          .   . 0 .          !
 1991.2!            +    *                    !!          .   .   .0         !
 1991.3!                 + *                  !!          .   . 0 .          !
 1991.4!             *    +                   !!          0   .   .          !
 1992.1!     *       +                        !!       0  .   .   .          !
 1992.2!       +     *                        !!          .   .   .0         !
 1992.3!             +*                       !!          .   .0  .          !
 1992.4!              + *                     !!          .   . 0 .          !
 1993.1!         *      +                     !!        0 .   .   .          !
 1993.2!          +  *                        !!          .   . 0 .          !
 1993.3!             *+                       !!          .  0.   .          !
 1993.4!              +   *                   !!          .   .   0          !
 1994.1!                 *+                   !!          .  0.   .          !
 1994.2!                 +      *             !!          .   .   . 0        !
 1994.3!                      +  *            !!          .   .  0.          !
 1994.4!                *      +              !!        0 .   .   .          !
 1995.1!                +       *             !!          .   .   .  0       !
 1995.2!                   * +                !!          .  0.   .          !
 1995.3!                  +                   !!          .   0   .          !
 1995.4!                 +   *                !!          .   .   0          !
 1996.1!                   +                  !!          .   0   .          !
 1996.2!               *  +                   !!          . 0 .   .          !
 1996.3!               +*                     !!          .   .0  .          !
 1996.4!                +*                    !!          .   .0  .          !
 1997.1!              *  +                    !!          .0  .   .          !
 1997.2!          *   +                       !!          .0  .   .          !
 1997.3!         *  +                         !!          .0  .   .          !
 1997.4!          *+                          !!          .  0.   .          !
 1998.1!            + *                       !!          .   . 0 .          !
 1998.2!             * +                      !!          . 0 .   .          !
 1998.3!              +*                      !!          .   .0  .          !
 1998.4!               +*                     !!          .   .0  .          !
 1999.1!          *     +                     !!        0 .   .   .          !
 1999.2!         *  +                         !!          . 0 .   .          !
 1999.3!         * +                          !!          . 0 .   .          !
 1999.4!        *  +                          !!          . 0 .   .          !
 2000.1!           +*                         !!          .   .0  .          !
 2000.2!             *+                       !!          .  0.   .          !
 2000.3!            * +                       !!          . 0 .   .          !
 2000.4!           *  +                       !!          .0  .   .          !
 2001.1!           *+                         !!          .  0.   .          !
 2001.2!          *  +                        !!          .0  .   .          !
 2001.3!         *  +                         !!          .0  .   .          !
 2001.4!         * +                          !!          . 0 .   .          !
 2002.1!        *  +                          !!          . 0 .   .          !
 2002.2!         * +                          !!          .  0.   .          !
 2002.3!          *+                          !!          .  0.   .          !
 2002.4!          *+                          !!          .  0.   .          !
 2003.1!           +        *                 !!          .   .   .   0      !
 2003.2!                 *+                   !!          .  0.   .          !
 2003.3!              * +                     !!          . 0 .   .          !
 2003.4!            * +                       !!          . 0 .   .          !
 2004.1!           +                          !!          .  0.   .          !
 2004.2!          *+                          !!          .  0.   .          !
 2004.3!         *+                           !!          .  0.   .          !
 2004.4!        *+                            !!          .  0.   .          !
 2005.1!     *  +                             !!          .0  .   .          !
 2005.2!     * +                              !!          .  0.   .          !
 2005.3!       +*                             !!          .   .0  .          !
 2005.4!       * +                            !!          . 0 .   .          !
 2006.1!  *      +                            !!        0 .   .   .          !
 2006.2!     +*                               !!          .   .0  .          !
 2006.3!    *   +                             !!          .0  .   .          !
 2006.4*      +                               !!        0 .   .   .          !
 2007.1!  +  *                                !!          .   . 0 .          !
 2007.2!   *   +                              !!          .0  .   .          !
 2007.3!     +                                !!          .   0   .          !
 2007.4!  *    +                              !!          0   .   .          !
 2008.1!     +*                               !!          .   .0  .          !
 2008.2!     * +                              !!          . 0 .   .          !
 2008.3!     * +                              !!          . 0 .   .          !
 2008.4!        +                             !!          .   0   .          !
 2009.1!         +     *                      !!          .   .   .0         !
 2009.2!     *         +                      !!     0    .   .   .          !
 2009.3!      *+                              !!          .  0.   .          !
 2009.4!    *  +                              !!          .0  .   .          !
 2010.1!       +                              !!          .   .0  .          !
 2010.2!     *    +                           !!          0   .   .          !
 2010.3!      * +                             !!          .  0.   .          !
 2010.4!       * +                            !!          .  0.   .          !
 2011.1! *       +                            !!       0  .   .   .          !
 2011.2!     +  *                             !!          .   . 0 .          !
 2011.3!   *     +                            !!         0.   .   .          !
 2011.4!     *+                               !!          .  0.   .          !
 2012.1!      * +                             !!          .  0.   .          !
 2012.2!    *    +                            !!          0   .   .          !
 2012.3!    *  +                              !!          .0  .   .          !
 2012.4!       +    *                         !!          .   .   0          !


     26.60 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOVE=NOPX$Q/VEPMM;                                                     
 GENR LAANOVE=LOG(AANOVE+.00001);                                             
 GENR LANOVE=LOG(ANOVE+.00001);                                               
 LHS AANOVE=EXP(LAANOVE)-.00001;                                              
  EQ 1385 LAANOVE C LANOVE(-1) PNOVE;                                         
EQUATION 1011  LAANOVE  
   RHS     C  LANOVE(-1)  PNOVE  
 SMPL 1971.3 2012.4;                                                          
Sample period is now  1971.3 to  2012.4 Internally:    79 to   244
 OLS;EST 1011 PLOT=0;END;                                                     

Equation number = 1011
**********************

Dependent variable = LAANOVE 

 1971.3 -   2012.4,    0 missing obs.,  166 obs. used.

Mean of dependent variable       -6.150423433

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.718092873       0.379666391  -9.79305     1.000000
13442 LANOVE  ( -1)       0.116379527       0.078819025   1.47654    -6.145252
13440 PNOVE   (  0)      -2.176595011       0.306667600  -7.09757     0.788915

SE of equation            =     0.664139173
Sum of squared residuals  =  71.8961772       0.885425067E-11
Average absolute error    =     0.503528496
Sum of ABS residuals      =  83.5857304    
R squared                 =   0.41100
Durbin-Watson statistic   =   2.02120
SMPL and No. Obs.         = 1971.3   2012.4    166

Plot of actual(*) and fitted(+) values and residuals(0)


 1971.3!                    +*                !!          .   0   .          !
 1971.4!                     +      *         !!          .   .   .0         !
 1972.1!                     +     *          !!          .   .   0          !
 1972.2!                    *+                !!          .  0.   .          !
 1972.3!                    +      *          !!          .   .   .0         !
 1972.4!                     +   *            !!          .   .  0.          !
 1973.1!                     +   *            !!          .   .  0.          !
 1973.2!                   *+                 !!          .  0.   .          !
 1973.3!                   +        *         !!          .   .   . 0        !
 1973.4!                 *  +                 !!          . 0 .   .          !
 1974.1!                 * +                  !!          . 0 .   .          !
 1974.2!                  + *                 !!          .   .0  .          !
 1974.3!              *    +                  !!          0   .   .          !
 1974.4!                  +                   !!          .   0   .          !
 1975.1!                 +*                   !!          .   0   .          !
 1975.2!                 +                    !!          .   0   .          !
 1975.3!           *      +                   !!         0.   .   .          !
 1975.4!                 *+                   !!          .   0   .          !
 1976.1!                 * +                  !!          .  0.   .          !
 1976.2!                   +   *              !!          .   .  0.          !
 1976.3!               *   +                  !!          .0  .   .          !
 1976.4!              *   +                   !!          . 0 .   .          !
 1977.1!                  +   *               !!          .   .  0.          !
 1977.2!                   +           *      !!          .   .   .    0     !
 1977.3!                   +*                 !!          .   0   .          !
 1977.4!                   +          *       !!          .   .   .   0      !
 1978.1!                    +                 !!          .   0   .          !
 1978.2!                  + *                 !!          .   .0  .          !
 1978.3!                   +         *        !!          .   .   .  0       !
 1978.4!                 *  +                 !!          .0  .   .          !
 1979.1!                   + *                !!          .   . 0 .          !
 1979.2!                   +           *      !!          .   .   .   0      !
 1979.3!                  *+                  !!          .  0.   .          !
 1979.4!               * +                    !!          . 0 .   .          !
 1980.1!               +*                     !!          .   .0  .          !
 1980.2!               +               *      !!          .   .   .      0   !
 1980.3!                + *                   !!          .   .0  .          !
 1980.4!               +                      !!          .   0   .          !
 1981.1!             * +                      !!          .  0.   .          !
 1981.2!               +   *                  !!          .   .  0.          !
 1981.3!            *   +                     !!          .0  .   .          !
 1981.4!            *  +                      !!          . 0 .   .          !
 1982.1!               +*                     !!          .   .0  .          !
 1982.2!             *  +                     !!          . 0 .   .          !
 1982.3!             * +                      !!          .  0.   .          !
 1982.4!                +  *                  !!          .   .  0.          !
 1983.1!              *  +                    !!          . 0 .   .          !
 1983.2!                 +                    *!          .   .   .          0
 1983.3!         *          +                 !!       0  .   .   .          !
 1983.4!                +                   * !!          .   .   .         0!
 1984.1!                 * +                  !!          .  0.   .          !
 1984.2!                *+                    !!          .  0.   .          !
 1984.3!            *    +                    !!          0   .   .          !
 1984.4!             *   +                    !!          .0  .   .          !
 1985.1!                *+                    !!          .  0.   .          !
 1985.2!              *  +                    !!          . 0 .   .          !
 1985.3!                 +   *                !!          .   .  0.          !
 1985.4!                 +*                   !!          .   .0  .          !
 1986.1!                  +         *         !!          .   .   .  0       !
 1986.2!          *          +                !!      0   .   .   .          !
 1986.3!          *         +                 !!       0  .   .   .          !
 1986.4!                   *+                 !!          .  0.   .          !
 1987.1!                  * +                 !!          .  0.   .          !
 1987.2!                    +       *         !!          .   .   .0         !
 1987.3!                  *  +                !!          . 0 .   .          !
 1987.4!                    +     *           !!          .   .   0          !
 1988.1!                     +      *         !!          .   .   .0         !
 1988.2!                     +     *          !!          .   .   0          !
 1988.3!                     *+               !!          .  0.   .          !
 1988.4!           *         +                !!       0  .   .   .          !
 1989.1!                   + *                !!          .   . 0 .          !
 1989.2!                    +    *            !!          .   .  0.          !
 1989.3!                     +           *    !!          .   .   .    0     !
 1989.4!                     +   *            !!          .   . 0 .          !
 1990.1!                    +       *         !!          .   .   . 0        !
 1990.2!                      +        *      !!          .   .   . 0        !
 1990.3!                    +  *              !!          .   . 0 .          !
 1990.4!                *+                    !!          .  0.   .          !
 1991.1!               *   +                  !!          .0  .   .          !
 1991.2!             *      +                 !!         0.   .   .          !
 1991.3!                    +  *              !!          .   . 0 .          !
 1991.4!              *     +                 !!          0   .   .          !
 1992.1!                   *+                 !!          .  0.   .          !
 1992.2!             *       +                !!         0.   .   .          !
 1992.3!               *   +                  !!          .0  .   .          !
 1992.4!                    +                 !!          .  0.   .          !
 1993.1!                    *+                !!          .  0.   .          !
 1993.2!                     +*               !!          .   .0  .          !
 1993.3!             *        +               !!        0 .   .   .          !
 1993.4!                    * +               !!          .  0.   .          !
 1994.1!               *       +              !!        0 .   .   .          !
 1994.2!                     *+               !!          .  0.   .          !
 1994.3!               *      +               !!         0.   .   .          !
 1994.4!               *      +               !!         0.   .   .          !
 1995.1!               *     +                !!         0.   .   .          !
 1995.2!                    *+                !!          .  0.   .          !
 1995.3!                      +  *            !!          .   . 0 .          !
 1995.4!              *       +               !!        0 .   .   .          !
 1996.1!              *      +                !!         0.   .   .          !
 1996.2!                    *+                !!          .   0   .          !
 1996.3!                  *  +                !!          . 0 .   .          !
 1996.4!                    +      *          !!          .   .   .0         !
 1997.1!                *     +               !!          0   .   .          !
 1997.2!                      +   *           !!          .   .  0.          !
 1997.3!                      *+              !!          .   0   .          !
 1997.4!                      +    *          !!          .   .   0          !
 1998.1!                       +              !!          .   0   .          !
 1998.2!                     * +              !!          .  0.   .          !
 1998.3!                  *    +              !!          0   .   .          !
 1998.4!                      *+              !!          .  0.   .          !
 1999.1!                   *    +             !!          .0  .   .          !
 1999.2!                       +              !!          .   0   .          !
 1999.3!                   * +                !!          . 0 .   .          !
 1999.4!                   *+                 !!          .  0.   .          !
 2000.1!                   + *                !!          .   . 0 .          !
 2000.2!                  *+                  !!          .  0.   .          !
 2000.3!                  +                   !!          .   0   .          !
 2000.4!                  +    *              !!          .   .  0.          !
 2001.1!                   +                  !!          .   0   .          !
 2001.2!                 *+                   !!          .  0.   .          !
 2001.3!                  + *                 !!          .   .0  .          !
 2001.4!                    +  *              !!          .   . 0 .          !
 2002.1!                    *+                !!          .  0.   .          !
 2002.2!               *    +                 !!          .0  .   .          !
 2002.3!                  +  *                !!          .   . 0 .          !
 2002.4!                   +        *         !!          .   .   . 0        !
 2003.1!               *  +                   !!          .0  .   .          !
 2003.2!                  +        *          !!          .   .   . 0        !
 2003.3!          *         +                 !!       0  .   .   .          !
 2003.4!              *  +                    !!          .0  .   .          !
 2004.1!                 +*                   !!          .   .0  .          !
 2004.2!        *        +                    !!       0  .   .   .          !
 2004.3!             * +                      !!          .  0.   .          !
 2004.4!              +   *                   !!          .   . 0 .          !
 2005.1!              + *                     !!          .   . 0 .          !
 2005.2!          *   +                       !!          .0  .   .          !
 2005.3!    *      +                          !!         0.   .   .          !
 2005.4!         * +                          !!          .  0.   .          !
 2006.1!          +*                          !!          .   .0  .          !
 2006.2!         +   *                        !!          .   .  0.          !
 2006.3!        *+                            !!          .  0.   .          !
 2006.4!          +    *                      !!          .   .   0          !
 2007.1!        *  +                          !!          .0  .   .          !
 2007.2! *       +                            !!         0.   .   .          !
 2007.3!   *    +                             !!          0   .   .          !
 2007.4! *    +                               !!          .0  .   .          !
 2008.1!  *  +                                !!          . 0 .   .          !
 2008.2!  +  *                                !!          .   . 0 .          !
 2008.3!     +      *                         !!          .   .   .0         !
 2008.4!           +     *                    !!          .   .   0          !
 2009.1!        *    +                        !!          .0  .   .          !
 2009.2!        *    +                        !!          .0  .   .          !
 2009.3!            +          *              !!          .   .   .   0      !
 2009.4!      *      +                        !!         0.   .   .          !
 2010.1!     *    +                           !!          .0  .   .          !
 2010.2*          +                           !!      0   .   .   .          !
 2010.3!         +     *                      !!          .   .   0          !
 2010.4!       *  +                           !!          . 0 .   .          !
 2011.1!       +                              !!          .   0   .          !
 2011.2!      +                               !!          .   0   .          !
 2011.3!*     +                               !!         0.   .   .          !
 2011.4!    *+                                !!          .  0.   .          !
 2012.1! *   +                                !!          . 0 .   .          !
 2012.2!   *  +                               !!          .0  .   .          !
 2012.3! *    +                               !!          0   .   .          !
 2012.4!     +        *                       !!          .   .   . 0        !


     27.11 percent of the residuals exceed 1 SE
      3.61 percent of the residuals exceed 2 SE
@EQ  1386 LAASWVE C LASWVE(-1) PSWVE;SMPL 1966.1 2012.4;OLS;EST 1386 PLOT=0;EN
@@EQ 1387 LAAGRVE C LAGRVE(-1) PGRVE;SMPL 1996.4 2012.4;OLS;EST 1387 PLOT=0;EN
@EQ  1388 LAAIRVE C LAIRVE(-1) PIRVE;SMPL 1976.4 2012.4;OLS;EST 1388 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOVE=POPX$Q/VEPMM;                                                     
 GENR LAAPOVE=LOG(AAPOVE+.00001);                                             
 GENR LAPOVE=LOG(APOVE+.00001);                                               
 LHS AAPOVE=EXP(LAAPOVE)-.00001;                                              
  EQ 1389 LAAPOVE C LAPOVE(-1) PPOVE;                                         
EQUATION 1012  LAAPOVE  
   RHS     C  LAPOVE(-1)  PPOVE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1012 PLOT=0;END;                                                     

Equation number = 1012
**********************

Dependent variable = LAAPOVE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.650288185

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.016987502       0.466467717   0.03642     1.000000
13445 LAPOVE  ( -1)       0.824840908       0.042943991  19.20736    -6.660139
13443 PPOVE   (  0)      -1.111150736       0.450686451  -2.46546     1.056311

SE of equation            =     0.350355768
Sum of squared residuals  =  22.7085954      -0.572928371E-10
Average absolute error    =     0.268720306
Sum of ABS residuals      =  50.5194176    
R squared                 =   0.71255
Durbin-Watson statistic   =   2.68782
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!           *  +                       !!          .0  .   .          !
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 1966.3!            +*                        !!          .   .0  .          !
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 1967.1!            *   +                     !!          0   .   .          !
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 1967.3!             +   *                    !!          .   .   .0         !
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 1968.1!              * +                     !!          . 0 .   .          !
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 1968.3!               + *                    !!          .   . 0 .          !
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 1969.2!            * +                       !!          . 0 .   .          !
 1969.3!            +*                        !!          .   .0  .          !
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 2005.1!  *      +                            !!       0  .   .   .          !
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 2007.3! *    +                               !!         0.   .   .          !
 2007.4!   * +                                !!          . 0 .   .          !
 2008.1!      +      *                        !!          .   .   .  0       !
 2008.2!             * +                      !!          . 0 .   .          !
 2008.3!               +  *                   !!          .   .  0.          !
 2008.4!                  + *                 !!          .   . 0 .          !
 2009.1!                    +   *             !!          .   .   .0         !
 2009.2!                       + *            !!          .   . 0 .          !
 2009.3!                        +             *!          .   .   .          0
 2009.4!                               *   +  !!         0.   .   .          !
 2010.1!                             +      * !!          .   .   .   0      !
 2010.2!                             *   +    !!          0   .   .          !
 2010.3!                            +    *    !!          .   .   . 0        !
 2010.4!                               +      !!          .   0   .          !
 2011.1!                             +        !!          .   0   .          !
 2011.2!                            + *       !!          .   . 0 .          !
 2011.3!                             +        !!          .   .0  .          !
 2011.4!                            +  *      !!          .   .   0          !
 2012.1!                             +      * !!          .   .   .  0       !
 2012.2!                                 + *  !!          .   . 0 .          !
 2012.3!                           *    +     !!        0 .   .   .          !
 2012.4!                         +          * !!          .   .   .       0  !


     29.26 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPVE=SPPX$Q/VEPMM;                                                     
 GENR LAASPVE=LOG(AASPVE+.00001);                                             
 GENR LASPVE=LOG(ASPVE+.00001);                                               
 LHS AASPVE=EXP(LAASPVE)-.00001;                                              
  EQ 1390 LAASPVE C LASPVE(-1) PSPVE;                                         
EQUATION 1013  LAASPVE  
   RHS     C  LASPVE(-1)  PSPVE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1013 PLOT=0;END;                                                     

Equation number = 1013
**********************

Dependent variable = LAASPVE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.720673498

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.685105360       0.135284883  -5.06417     1.000000
13448 LASPVE  ( -1)       0.594861152       0.051551693  11.53912    -3.730693
13446 PSPVE   (  0)      -0.787544046       0.150250326  -5.24155     1.036544

SE of equation            =     0.209259000
Sum of squared residuals  =  8.10102587      -0.550670620E-11
Average absolute error    =     0.160848091
Sum of ABS residuals      =  30.2394411    
R squared                 =   0.73596
Durbin-Watson statistic   =   2.32690
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1! +*                                   !!         .    . 0  .         !
 1966.2!      + *                             !!         .    .0   .         !
 1966.3!       * +                            !!         . 0  .    .         !
 1966.4*        +                             !! 0       .    .    .         !
 1967.1!     +         *                      !!         .    .    .         0
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 1967.3!         *  +                         !!         0    .    .         !
 1967.4!      *   +                           !!       0 .    .    .         !
 1968.1!         +  *                         !!         .    .    0         !
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 1994.4!                *     +               !!     0   .    .    .         !
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 1997.2!                   *     +            !!     0   .    .    .         !
 1997.3!                       +              !!         .    .0   .         !
 1997.4!                    *    +            !!        0.    .    .         !
 1998.1!                       +  *           !!         .    .   0.         !
 1998.2!                        * +           !!         .  0 .    .         !
 1998.3!                         +            !!         .    .0   .         !
 1998.4!                      *  +            !!         0    .    .         !
 1999.1!                        +*            !!         .    . 0  .         !
 1999.2!                      *   +           !!        0.    .    .         !
 1999.3!                        + *           !!         .    .  0 .         !
 1999.4!                        * +           !!         .0   .    .         !
 2000.1!                          +           !!         .    .0   .         !
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 2000.4!                            * +       !!         .  0 .    .         !
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 2002.2!                               +    * !!         .    .    .  0      !
 2002.3!                                +    *!!         .    .    . 0       !
 2002.4!                               *+     !!         .  0 .    .         !
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 2003.2!                              +       *!         .    .    .      0  !
 2003.3!                              *  +    !!         .0   .    .         !
 2003.4!                          *+          !!         .  0 .    .         !
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 2004.3!                         + *          !!         .    .   0.         !
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 2006.1!                        +             !!         .    0    .         !
 2006.2!                    *   +             !!        0.    .    .         !
 2006.3!                    *+                !!         .  0 .    .         !
 2006.4!                    *+                !!         .  0 .    .         !
 2007.1!                    *+                !!         .  0 .    .         !
 2007.2!                 *   +                !!        0.    .    .         !
 2007.3!                   +  *               !!         .    .   0.         !
 2007.4!                *     +               !!     0   .    .    .         !
 2008.1!                  *+                  !!         .   0.    .         !
 2008.2!                    +                 !!         .    .0   .         !
 2008.3!                    *+                !!         .  0 .    .         !
 2008.4!                    * +               !!         .  0 .    .         !
 2009.1!                     *+               !!         .   0.    .         !
 2009.2!                     *+               !!         .  0 .    .         !
 2009.3!                     + *              !!         .    . 0  .         !
 2009.4!                    *  +              !!         .0   .    .         !
 2010.1!                      +   *           !!         .    .    .0        !
 2010.2!                     *    +           !!       0 .    .    .         !
 2010.3!                       +    *         !!         .    .    .  0      !
 2010.4!                          *+          !!         .   0.    .         !
 2011.1!                         +    *       !!         .    .    . 0       !
 2011.2!                            +         !!         .    0    .         !
 2011.3!                          +           !!         .    0    .         !
 2011.4!                        *+            !!         .  0 .    .         !
 2012.1!                        +        *    !!         .    .    .      0  !
 2012.2!                             *+       !!         .   0.    .         !
 2012.3!                            +         !!         .    .0   .         !
 2012.4!                      *    +          !!        0.    .    .         !


     28.19 percent of the residuals exceed 1 SE
      2.66 percent of the residuals exceed 2 SE
@EQ  1391 LAANZVE C LANZVE(-1) PNZVE;SMPL 1984.2 2012.4;OLS;EST 1391 PLOT=0;EN
@@EQ 1392 LAASAVE C LASAVE(-1) PSAVE;SMPL 2000.3 2012.4;OLS;EST 1392 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCOVE=COPX$Q/VEPMM;                                                     
 GENR LAACOVE=LOG(AACOVE+.00001);                                             
 GENR LACOVE=LOG(ACOVE+.00001);                                               
 LHS AACOVE=EXP(LAACOVE)-.00001;                                              
  EQ 1393 LAACOVE C LACOVE(-1) PCOVE;                                         
EQUATION 1014  LAACOVE  
   RHS     C  LACOVE(-1)  PCOVE  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1014 PLOT=0;END;                                                     

Equation number = 1014
**********************

Dependent variable = LAACOVE 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -3.034283975

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.049238742       0.071183860   0.69171     1.000000
13451 LACOVE  ( -1)       0.876307539       0.030906815  28.35321    -3.039755
13449 PCOVE   (  0)      -0.363489872       0.093444954  -3.88988     1.154811

SE of equation            =     0.175113497
Sum of squared residuals  =  3.77176263       0.624389429E-12
Average absolute error    =     0.125265630
Sum of ABS residuals      =  15.7834694    
R squared                 =   0.95212
Durbin-Watson statistic   =   2.05376
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!          * +                         !!           .0 .  .           !
 1981.4!          +*                          !!           .  .0 .           !
 1982.1!           +                          !!           .  .0 .           !
 1982.2!           +                          !!           .  .0 .           !
 1982.3!           +                          !!           .  0  .           !
 1982.4!          + *                         !!           .  . 0.           !
 1983.1!         *  +                         !!          0.  .  .           !
 1983.2!  *      +                            !!       0   .  .  .           !
 1983.3!   +  *                               !!           .  .  .0          !
 1983.4!   *  +                               !!          0.  .  .           !
 1984.1*  +                                   !!          0.  .  .           !
 1984.2+*                                     !!           .  .0 .           !
 1984.3*+                                     !!           . 0.  .           !
 1984.4!+                                     !!           .  0  .           !
 1985.1!+   *                                 !!           .  .  . 0         !
 1985.2!    +                                 !!           .  0  .           !
 1985.3!   *+                                 !!           .0 .  .           !
 1985.4!   + *                                !!           .  . 0.           !
 1986.1!   +*                                 !!           .  .0 .           !
 1986.2! * +                                  !!           .0 .  .           !
 1986.3!  +   *                               !!           .  .  . 0         !
 1986.4!       +*                             !!           .  .0 .           !
 1987.1!         +    *                       !!           .  .  .  0        !
 1987.2!            *  +                      !!          0.  .  .           !
 1987.3!             +                        !!           .  0  .           !
 1987.4!            * +                       !!           .0 .  .           !
 1988.1!         *   +                        !!         0 .  .  .           !
 1988.2!         * +                          !!           .0 .  .           !
 1988.3!          *+                          !!           .  0  .           !
 1988.4!          * +                         !!           .0 .  .           !
 1989.1!         *  +                         !!           0  .  .           !
 1989.2!           +   *                      !!           .  .  . 0         !
 1989.3!                 + *                  !!           .  . 0.           !
 1989.4!                    *+                !!           .  0  .           !
 1990.1!                 *    +               !!        0  .  .  .           !
 1990.2!                *  +                  !!           0  .  .           !
 1990.3!                * +                   !!           .0 .  .           !
 1990.4!                 *+                   !!           . 0.  .           !
 1991.1!                   +  *               !!           .  .  0           !
 1991.2!                       +              !!           .  0  .           !
 1991.3!                       *+             !!           . 0.  .           !
 1991.4!                        +             !!           .  0  .           !
 1992.1!                          +*          !!           .  . 0.           !
 1992.2!                          *  +        !!           0  .  .           !
 1992.3!                           *+         !!           .0 .  .           !
 1992.4!                           *+         !!           . 0.  .           !
 1993.1!                            + *       !!           .  . 0.           !
 1993.2!                               +      !!           . 0.  .           !
 1993.3!                               +      !!           . 0.  .           !
 1993.4!                                +     !!           .  .0 .           !
 1994.1!                             *   +    !!         0 .  .  .           !
 1994.2!                            *+        !!           . 0.  .           !
 1994.3!                          * +         !!           .0 .  .           !
 1994.4!                         + *          !!           .  .0 .           !
 1995.1!                          +   *       !!           .  .  .0          !
 1995.2!                             +*       !!           .  0  .           !
 1995.3!                             *+       !!           . 0.  .           !
 1995.4!                             +   *    !!           .  .  . 0         !
 1996.1!                             *   +    !!          0.  .  .           !
 1996.2!                             +*       !!           .  0  .           !
 1996.3!                             *+       !!           . 0.  .           !
 1996.4!                             +*       !!           .  .0 .           !
 1997.1!                           *  +       !!           .0 .  .           !
 1997.2!                           +          !!           .  .0 .           !
 1997.3!                          *+          !!           . 0.  .           !
 1997.4!                          +           !!           .  0  .           !
 1998.1!                          +           !!           .  0  .           !
 1998.2!                          +  *        !!           .  .  0           !
 1998.3!                             + *      !!           .  . 0.           !
 1998.4!                               +      !!           .  .0 .           !
 1999.1!                            *  +      !!          0.  .  .           !
 1999.2!                            +*        !!           .  .0 .           !
 1999.3!                             +*       !!           .  .0 .           !
 1999.4!                              +       !!           .  0  .           !
 2000.1!                              +*      !!           .  . 0.           !
 2000.2!                               +*     !!           .  . 0.           !
 2000.3!                                +     !!           .  .0 .           !
 2000.4!                                +     !!           .  0  .           !
 2001.1!                               +   *  !!           .  .  .0          !
 2001.2!                                  +*  !!           .  0  .           !
 2001.3!                                  +*  !!           .  .0 .           !
 2001.4!                                   +  !!           .  .0 .           !
 2002.1!                               *   +  !!          0.  .  .           !
 2002.2!                               +*     !!           .  .0 .           !
 2002.3!                                +*    !!           .  .0 .           !
 2002.4!                                 + *  !!           .  .0 .           !
 2003.1!                                  + * !!           .  .0 .           !
 2003.2!                                   +  !!           .  0  .           !
 2003.3!                                *  +  !!           0  .  .           !
 2003.4!                              *  +    !!           0  .  .           !
 2004.1!                               +   *  !!           .  .  . 0         !
 2004.2!                                   +* !!           .  .0 .           !
 2004.3!                                    + !!           .  .0 .           !
 2004.4!                                    + !!           .  0  .           !
 2005.1!                                  *+  !!           .0 .  .           !
 2005.2!                                 + *  !!           .  . 0.           !
 2005.3!                                  +   !!           . 0.  .           !
 2005.4!                                 +*   !!           .  .0 .           !
 2006.1!                                * +   !!           .0 .  .           !
 2006.2!                                +*    !!           .  .0 .           !
 2006.3!                               *+     !!           . 0.  .           !
 2006.4!                               +      !!           .  0  .           !
 2007.1!                               +    * !!           .  .  .  0        !
 2007.2!                                   + *!!           .  . 0.           !
 2007.3!                                    +*!!           .  .0 .           !
 2007.4!                                    + *!           .  . 0.           !
 2008.1!                                    + *!           .  . 0.           !
 2008.2!                                    +*!!           .  .0 .           !
 2008.3!                                   +  !!           . 0.  .           !
 2008.4!                                  +   !!           .  .0 .           !
 2009.1!                                 +*   !!           .  .0 .           !
 2009.2!                                 + *  !!           .  .  0           !
 2009.3!                                 + *  !!           .  . 0.           !
 2009.4!                                 + *  !!           .  . 0.           !
 2010.1!                    *            +    !0           .  .  .           !
 2010.2!                   *+                 !!           .  0  .           !
 2010.3!                  *+                  !!           . 0.  .           !
 2010.4!                  +*                  !!           .  .0 .           !
 2011.1!                    +*                !!           .  . 0.           !
 2011.2!                    *+                !!           .0 .  .           !
 2011.3!                   *+                 !!           . 0.  .           !
 2011.4!                   *+                 !!           .  0  .           !
 2012.1!                   +   *              !!           .  .  .0          !
 2012.2!                     * +              !!           .0 .  .           !
 2012.3!                   * +                !!           .0 .  .           !
 2012.4!                   +  *               !!           .  .  0           !


     23.81 percent of the residuals exceed 1 SE
      3.17 percent of the residuals exceed 2 SE
@@EQ 1394 LAAJOVE C LAJOVE(-1) PJOVE;SMPL 2013.1 2012.4;OLS;EST 1394 PLOT=0;EN
@@EQ 1395 LAASYVE C LASYVE(-1) PSYVE;SMPL 2000.3 2012.4;OLS;EST 1395 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDVE=IDPX$Q/VEPMM;                                                     
 GENR LAAIDVE=LOG(AAIDVE+.00001);                                             
 GENR LAIDVE=LOG(AIDVE+.00001);                                               
 LHS AAIDVE=EXP(LAAIDVE)-.00001;                                              
  EQ 1396 LAAIDVE C LAIDVE(-1) PIDVE;                                         
EQUATION 1015  LAAIDVE  
   RHS     C  LAIDVE(-1)  PIDVE  
 SMPL 1979.3 2012.4;                                                          
Sample period is now  1979.3 to  2012.4 Internally:   111 to   244
 OLS;EST 1015 PLOT=0;END;                                                     

Equation number = 1015
**********************

Dependent variable = LAAIDVE 

 1979.3 -   2012.4,    0 missing obs.,  134 obs. used.

Mean of dependent variable       -6.973657844

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.139439827       0.371599923  -0.37524     1.000000
13454 LAIDVE  ( -1)       0.944741831       0.026803910  35.24642    -6.997699
13452 PIDVE   (  0)      -0.215860422       0.324920072  -0.66435     1.033998

SE of equation            =     0.469871393
Sum of squared residuals  =  28.9220655       0.185185201E-11
Average absolute error    =     0.284403585
Sum of ABS residuals      =  38.1100805    
R squared                 =   0.90567
Durbin-Watson statistic   =   2.56393
SMPL and No. Obs.         = 1979.3   2012.4    134

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.3!           *+                         !!            .0. .            !
 1979.4!            +                         !!            . 0 .            !
 1980.1!     *      +                         !!        0   . . .            !
 1980.2!      + *                             !!            . . 0            !
 1980.3!         +                            !!            . 0 .            !
 1980.4!          +                           !!            . .0.            !
 1981.1!      *     +                         !!          0 . . .            !
 1981.2!     * +                              !!            .0. .            !
 1981.3!       + *                            !!            . . 0            !
 1981.4!          +                           !!            . 0 .            !
 1982.1!         * +                          !!            0 . .            !
 1982.2!         *+                           !!            .0. .            !
 1982.3!        * +                           !!            .0. .            !
 1982.4!         *+                           !!            .0. .            !
 1983.1!         *+                           !!            .0. .            !
 1983.2!          + *                         !!            . .0.            !
 1983.3!           * +                        !!            .0. .            !
 1983.4!        *   +                         !!           0. . .            !
 1984.1!         + *                          !!            . . 0            !
 1984.2!           *+                         !!            .0. .            !
 1984.3!           *+                         !!            . 0 .            !
 1984.4!           *+                         !!            . 0 .            !
 1985.1!            +  *                      !!            . . .0           !
 1985.2!             *  +                     !!            0 . .            !
 1985.3!             *+                       !!            .0. .            !
 1985.4!             +*                       !!            . 0 .            !
 1986.1!              +    *                  !!            . . . 0          !
 1986.2!                  *+                  !!            .0. .            !
 1986.3!                   +                  !!            . 0 .            !
 1986.4!                    +                 !!            . 0 .            !
 1987.1!                  * +                 !!            0 . .            !
 1987.2!                 *+                   !!            .0. .            !
 1987.3!                *+                    !!            .0. .            !
 1987.4!               *+                     !!            .0. .            !
 1988.1!              * +                     !!            0 . .            !
 1988.2!              + *                     !!            . .0.            !
 1988.3!               *+                     !!            .0. .            !
 1988.4!              * +                     !!            .0. .            !
 1989.1*              +                       !!  0         . . .            !
 1989.2!+                  *                  !!            . . .            0
 1989.3!                    +   *             !!            . . . 0          !
 1989.4!                        +*            !!            . 0 .            !
 1990.1!                       * +            !!            0 . .            !
 1990.2!                       +              !!            . 0 .            !
 1990.3!                       +   *          !!            . . .0           !
 1990.4!                       *   +          !!           0. . .            !
 1991.1!                       +              !!            . 0 .            !
 1991.2!                       +              !!            . 0 .            !
 1991.3!                       +*             !!            . .0.            !
 1991.4!                        *+            !!            . 0 .            !
 1992.1!                      *  +            !!            0 . .            !
 1992.2!                      + *             !!            . . 0            !
 1992.3!                        +  *          !!            . . .0           !
 1992.4!                         * +          !!            0 . .            !
 1993.1!                         +            !!            . 0 .            !
 1993.2!                          +*          !!            . .0.            !
 1993.3!                           +   *      !!            . . .0           !
 1993.4!                           *  +       !!            0 . .            !
 1994.1!                         *  +         !!            0 . .            !
 1994.2!                         *+           !!            . 0 .            !
 1994.3!                         +  *         !!            . . 0            !
 1994.4!                           * +        !!            .0. .            !
 1995.1!                      *     +         !!         0  . . .            !
 1995.2!                      +   *           !!            . . .0           !
 1995.3!                           + *        !!            . . 0            !
 1995.4!                           * +        !!            0 . .            !
 1996.1!                       *   +          !!           0. . .            !
 1996.2!                        +      *      !!            . . .   0        !
 1996.3!                           *   +      !!           0. . .            !
 1996.4!                           +    *     !!            . . . 0          !
 1997.1!                           *    +     !!          0 . . .            !
 1997.2!                           + *        !!            . .0.            !
 1997.3!                             +        !!            . 0 .            !
 1997.4!                             +        !!            . 0 .            !
 1998.1!                           * +        !!            .0. .            !
 1998.2!                            + *       !!            . . 0            !
 1998.3!                              +*      !!            . .0.            !
 1998.4!                               +      !!            . 0 .            !
 1999.1!                               +      !!            . 0 .            !
 1999.2!                              *+      !!            .0. .            !
 1999.3!                               +      !!            . .0.            !
 1999.4!                               +      !!            . 0 .            !
 2000.1!                               + *    !!            . .0.            !
 2000.2!                                 +    !!            . 0 .            !
 2000.3!                                 +*   !!            . 0 .            !
 2000.4!                                 +    !!            . 0 .            !
 2001.1!                                 +  * !!            . . .0           !
 2001.2!                                   *+ !!            .0. .            !
 2001.3!                                   +  !!            . 0 .            !
 2001.4!                                   +  !!            . 0 .            !
 2002.1!                                   +  !!            . 0 .            !
 2002.2!                                   +  !!            . 0 .            !
 2002.3!                                   +* !!            . .0.            !
 2002.4!                                    + !!            . 0 .            !
 2003.1!                                    +*!!            . .0.            !
 2003.2!                                   *+ !!            .0. .            !
 2003.3!                                  *+  !!            .0. .            !
 2003.4!                                 +    !!            . 0 .            !
 2004.1!                                 +   *!!            . . .0           !
 2004.2!                                   *+ !!            .0. .            !
 2004.3!                                   +  !!            . 0 .            !
 2004.4!                                   +  !!            . 0 .            !
 2005.1!                                   +  *!            . . 0            !
 2005.2!                                   * +!!            .0. .            !
 2005.3!                                   +  !!            . 0 .            !
 2005.4!                                   +  !!            . .0.            !
 2006.1!                                   +* !!            . .0.            !
 2006.2!                                   +  !!            . 0 .            !
 2006.3!                                   +  !!            . 0 .            !
 2006.4!                                  +   !!            . 0 .            !
 2007.1!                                  +*  !!            . .0.            !
 2007.2!                                 *+   !!            .0. .            !
 2007.3!                                 +*   !!            . 0 .            !
 2007.4!                                 +*   !!            . 0 .            !
 2008.1!                               * +    !!            0 . .            !
 2008.2!                               +   *  !!            . . .0           !
 2008.3!                                   +  !!            . 0 .            !
 2008.4!                                  *+  !!            . 0 .            !
 2009.1!                                  +   *!            . . .0           !
 2009.2!                                     +*!            . .0.            !
 2009.3!                                     +!!            . 0 .            !
 2009.4!                                    + *!            . .0.            !
 2010.1!                                     +!!            . 0 .            !
 2010.2!                                  *  +!!            0 . .            !
 2010.3!                                  +   !!            . 0 .            !
 2010.4!                                 +  * !!            . . 0            !
 2011.1!                                   + *!!            . . 0            !
 2011.2!                                  * + !!            0 . .            !
 2011.3!                                 +  * !!            . . 0            !
 2011.4!                                   +* !!            . 0 .            !
 2012.1!                                   +* !!            . .0.            !
 2012.2!                                   +  !!            . 0 .            !
 2012.3!                                   +  !!            . 0 .            !
 2012.4!                                 *+   !!            .0. .            !


     17.16 percent of the residuals exceed 1 SE
      2.99 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAVE=MAPX$Q/VEPMM;                                                     
 GENR LAAMAVE=LOG(AAMAVE+.00001);                                             
 GENR LAMAVE=LOG(AMAVE+.00001);                                               
 LHS AAMAVE=EXP(LAAMAVE)-.00001;                                              
  EQ 1397 LAAMAVE C LAMAVE(-1) PMAVE;                                         
EQUATION 1016  LAAMAVE  
   RHS     C  LAMAVE(-1)  PMAVE  
 SMPL 1988.3 2012.4;                                                          
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
 OLS;EST 1016 PLOT=0;END;                                                     

Equation number = 1016
**********************

Dependent variable = LAAMAVE 

 1988.3 -   2012.4,    0 missing obs.,   98 obs. used.

Mean of dependent variable       -6.704958536

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.060578783       0.686521770  -3.00148     1.000000
13457 LAMAVE  ( -1)       0.661149172       0.075605472   8.74473    -6.711590
13455 PMAVE   (  0)      -0.221736511       0.515701901  -0.42997     0.933619

SE of equation            =     0.494167507
Sum of squared residuals  =  23.1991449      -0.567546010E-11
Average absolute error    =     0.316369966
Sum of ABS residuals      =  31.0042567    
R squared                 =   0.44801
Durbin-Watson statistic   =   2.02793
SMPL and No. Obs.         = 1988.3   2012.4     98

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.3! *              +                     !!0         .   .   .          !
 1988.4*        +                             !!      0   .   .   .          !
 1989.1!       + *                            !!          .   . 0 .          !
 1989.2!              +                       !!          .   0   .          !
 1989.3!        *       +                     !!      0   .   .   .          !
 1989.4*             +                        !!  0       .   .   .          !
 1990.1!       +                *             !!          .   .   .          0
 1990.2!                       +*             !!          .   0   .          !
 1990.3!                       +*             !!          .   .0  .          !
 1990.4!                       + *            !!          .   .0  .          !
 1991.1!              *         +             !!     0    .   .   .          !
 1991.2!                *+                    !!          .  0.   .          !
 1991.3!                  +  *                !!          .   . 0 .          !
 1991.4!                    *+                !!          .  0.   .          !
 1992.1!                     + *              !!          .   . 0 .          !
 1992.2!                      *+              !!          .   0   .          !
 1992.3!                     *+               !!          .  0.   .          !
 1992.4!                     +                !!          .  0.   .          !
 1993.1!                     +  *             !!          .   . 0 .          !
 1993.2!                       +*             !!          .   .0  .          !
 1993.3!                        +  *          !!          .   .  0.          !
 1993.4!                         +            !!          .   0   .          !
 1994.1!                        +*            !!          .   .0  .          !
 1994.2!                        +  *          !!          .   .  0.          !
 1994.3!                       * +            !!          . 0 .   .          !
 1994.4!                     *+               !!          .  0.   .          !
 1995.1!                     +      *         !!          .   .   . 0        !
 1995.2!                         +   *        !!          .   .   0          !
 1995.3!                           +          !!          .   .0  .          !
 1995.4!                      *  +            !!          .0  .   .          !
 1996.1!                      + *             !!          .   . 0 .          !
 1996.2!                       +  *           !!          .   . 0 .          !
 1996.3!                        +   *         !!          .   .  0.          !
 1996.4!                       * +            !!          . 0 .   .          !
 1997.1!                      + *             !!          .   .0  .          !
 1997.2!                       +              *!          .   .   .        0 !
 1997.3!                            *   +     !!          0   .   .          !
 1997.4!                         *+           !!          .  0.   .          !
 1998.1!                      * +             !!          .  0.   .          !
 1998.2!                      +       *       !!          .   .   .  0       !
 1998.3!                          *+          !!          .  0.   .          !
 1998.4!                   *    +             !!         0.   .   .          !
 1999.1!                    +    *            !!          .   .   0          !
 1999.2!                   *    +             !!          0   .   .          !
 1999.3!                   *+                 !!          .  0.   .          !
 1999.4!                *   +                 !!          .0  .   .          !
 2000.1!                  +*                  !!          .   .0  .          !
 2000.2!                    +*                !!          .   .0  .          !
 2000.3!                     +                !!          .   0   .          !
 2000.4!               *     +                !!         0.   .   .          !
 2001.1!                *+                    !!          .  0.   .          !
 2001.2!                * +                   !!          . 0 .   .          !
 2001.3!               * +                    !!          . 0 .   .          !
 2001.4!               * +                    !!          . 0 .   .          !
 2002.1!                 +                    !!          .   0   .          !
 2002.2!               *  +                   !!          . 0 .   .          !
 2002.3!                 + *                  !!          .   . 0 .          !
 2002.4!                   *+                 !!          .  0.   .          !
 2003.1!                  *+                  !!          .  0.   .          !
 2003.2!                   +       *          !!          .   .   .  0       !
 2003.3!                        *+            !!          .  0.   .          !
 2003.4!                       +  *           !!          .   . 0 .          !
 2004.1!                       *+             !!          .  0.   .          !
 2004.2!                     * +              !!          .  0.   .          !
 2004.3!                    *+                !!          .  0.   .          !
 2004.4!                   *+                 !!          . 0 .   .          !
 2005.1!                    + *               !!          .   . 0 .          !
 2005.2!                      +               !!          .   0   .          !
 2005.3!                      +*              !!          .   .0  .          !
 2005.4!                     * +              !!          .  0.   .          !
 2006.1!                     +*               !!          .   .0  .          !
 2006.2!                      + *             !!          .   .0  .          !
 2006.3!                       +  *           !!          .   .  0.          !
 2006.4!                       * +            !!          .  0.   .          !
 2007.1!                       +              !!          .   .0  .          !
 2007.2!                       +              !!          .   0   .          !
 2007.3!                      +   *           !!          .   .  0.          !
 2007.4!                       *+             !!          . 0 .   .          !
 2008.1!                      +               !!          .   0   .          !
 2008.2!                     *+               !!          .  0.   .          !
 2008.3!                      +   *           !!          .   .   0          !
 2008.4!                      *  +            !!          . 0 .   .          !
 2009.1!                      +*              !!          .   .0  .          !
 2009.2!                       +              !!          .   0   .          !
 2009.3!                       +*             !!          .   .0  .          !
 2009.4!                      *+              !!          .  0.   .          !
 2010.1!                      +*              !!          .   .0  .          !
 2010.2!                       +              !!          .   0   .          !
 2010.3!                     * +              !!          . 0 .   .          !
 2010.4!                     +  *             !!          .   .  0.          !
 2011.1!                        +*            !!          .   .0  .          !
 2011.2!                        + *           !!          .   . 0 .          !
 2011.3!                     *   +            !!          .0  .   .          !
 2011.4!                      +   *           !!          .   .   0          !
 2012.1!                        +*            !!          .   0   .          !
 2012.2!                      * +             !!          .  0.   .          !
 2012.3!                      +               !!          .   0   .          !
 2012.4!                   *  +               !!          .0  .   .          !


     16.33 percent of the residuals exceed 1 SE
      6.12 percent of the residuals exceed 2 SE
@@EQ 1398 LAAPAVE C LAPAVE(-1) PPAVE;SMPL 2008.3 2012.4;OLS;EST 1398 PLOT=0;EN
@EQ  1399 LAAPHVE C LAPHVE(-1) PPHVE;SMPL 1989.4 2012.4;OLS;EST 1399 PLOT=0;EN
@@EQ 1400 LAATHVE C LATHVE(-1) PTHVE;SMPL 2013.1 2012.4;OLS;EST 1400 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHVE=CHPX$Q/VEPMM;                                                     
 GENR LAACHVE=LOG(AACHVE+.00001);                                             
 GENR LACHVE=LOG(ACHVE+.00001);                                               
 LHS AACHVE=EXP(LAACHVE)-.00001;                                              
  EQ 1401 LAACHVE C LACHVE(-1) PCHVE;                                         
EQUATION 1017  LAACHVE  
   RHS     C  LACHVE(-1)  PCHVE  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1017 PLOT=0;END;                                                     

Equation number = 1017
**********************

Dependent variable = LAACHVE 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.848771228

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       1.586981226       0.995521003   1.59412     1.000000
13460 LACHVE  ( -1)       0.919520875       0.035544425  25.86962    -4.886741
13458 PCHVE   (  0)      -1.849915824       1.048121816  -1.76498     1.049935

SE of equation            =     0.582805073
Sum of squared residuals  =  41.7783957      -0.302460279E-10
Average absolute error    =     0.390445025
Sum of ABS residuals      =  49.1960732    
R squared                 =   0.91370
Durbin-Watson statistic   =   2.55115
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!             *+                       !!          .  0.   .          !
 1981.4!              +*                      !!          .   .0  .          !
 1982.1!            *  +                      !!          0   .   .          !
 1982.2!            +*                        !!          .   .0  .          !
 1982.3!             +                        !!          .   0   .          !
 1982.4!             *+                       !!          .  0.   .          !
 1983.1!            *+                        !!          .  0.   .          !
 1983.2!      *      +                        !!      0   .   .   .          !
 1983.3!*      +                              !!     0    .   .   .          !
 1983.4* +                                    !!          . 0 .   .          !
 1984.1!+      *                              !!          .   .   .   0      !
 1984.2!      *+                              !!          . 0 .   .          !
 1984.3!      +  *                            !!          .   .   0          !
 1984.4!        *+                            !!          .  0.   .          !
 1985.1!        + *                           !!          .   . 0 .          !
 1985.2!         +     *                      !!          .   .   .  0       !
 1985.3!              + *                     !!          .   . 0 .          !
 1985.4!         *      +                     !!     0    .   .   .          !
 1986.1!         +                            !!          .  0.   .          !
 1986.2!   *     +                            !!      0   .   .   .          !
 1986.3!    + *                               !!          .   . 0 .          !
 1986.4!       +*                             !!          .   .0  .          !
 1987.1!       * +                            !!          . 0 .   .          !
 1987.2!        +      *                      !!          .   .   .    0     !
 1987.3!                + *                   !!          .   .  0.          !
 1987.4!          *        +                  !!   0      .   .   .          !
 1988.1!       *    +                         !!        0 .   .   .          !
 1988.2!         +      *                     !!          .   .   .     0    !
 1988.3!          *      +                    !!     0    .   .   .          !
 1988.4!           +      *                   !!          .   .   .     0    !
 1989.1!       *           +                  !0          .   .   .          !
 1989.2!        +    *                        !!          .   .   . 0        !
 1989.3!       *      +                       !!      0   .   .   .          !
 1989.4!        +*                            !!          .   .0  .          !
 1990.1!          +  *                        !!          .   .   0          !
 1990.2!            * +                       !!          . 0 .   .          !
 1990.3!              +*                      !!          .   . 0 .          !
 1990.4!                +*                    !!          .   .0  .          !
 1991.1!               *  +                   !!          0   .   .          !
 1991.2!                + *                   !!          .   .  0.          !
 1991.3!                  *+                  !!          .  0.   .          !
 1991.4!                  +                   !!          .   0   .          !
 1992.1!                  *+                  !!          . 0 .   .          !
 1992.2!                   +                  !!          .   0   .          !
 1992.3!                   +*                 !!          .   .0  .          !
 1992.4!                    +*                !!          .   .0  .          !
 1993.1!                  *  +                !!         0.   .   .          !
 1993.2!                  + *                 !!          .   . 0 .          !
 1993.3!                     +*               !!          .   .0  .          !
 1993.4!                     *+               !!          .  0.   .          !
 1994.1!                  *  +                !!          0   .   .          !
 1994.2!                   + *                !!          .   . 0 .          !
 1994.3!                    *+                !!          .  0.   .          !
 1994.4!                     +                !!          .   0   .          !
 1995.1!                   * +                !!          .0  .   .          !
 1995.2!                   + *                !!          .   . 0 .          !
 1995.3!                     +*               !!          .   0   .          !
 1995.4!                     *+               !!          . 0 .   .          !
 1996.1!                  *  +                !!          .0  .   .          !
 1996.2!                  *+                  !!          .  0.   .          !
 1996.3!                   +*                 !!          .   . 0 .          !
 1996.4!                     +                !!          .   0   .          !
 1997.1!                   * +                !!          . 0 .   .          !
 1997.2!                    +*                !!          .   . 0 .          !
 1997.3!                     + *              !!          .   . 0 .          !
 1997.4!                       +              !!          .   0   .          !
 1998.1!                     * +              !!          . 0 .   .          !
 1998.2!                     +  *             !!          .   .  0.          !
 1998.3!                        +*            !!          .   . 0 .          !
 1998.4!                       * +            !!          .0  .   .          !
 1999.1!                      *+              !!          .  0.   .          !
 1999.2!                      + *             !!          .   .  0.          !
 1999.3!                        +*            !!          .   . 0 .          !
 1999.4!                        *+            !!          .  0.   .          !
 2000.1!                       *+             !!          .  0.   .          !
 2000.2!                       +  *           !!          .   .   0          !
 2000.3!                         + *          !!          .   .  0.          !
 2000.4!                         *+           !!          .  0.   .          !
 2001.1!                        +*            !!          .   .0  .          !
 2001.2!                        +  *          !!          .   .   0          !
 2001.3!                          +  *        !!          .   .   0          !
 2001.4!                           *+         !!          . 0 .   .          !
 2002.1!                         + *          !!          .   . 0 .          !
 2002.2!                          +*          !!          .   .0  .          !
 2002.3!                          + *         !!          .   .  0.          !
 2002.4!                           +          !!          .   0   .          !
 2003.1!                         * +          !!          .0  .   .          !
 2003.2!                        +  *          !!          .   .  0.          !
 2003.3!                          + *         !!          .   . 0 .          !
 2003.4!                            +         !!          .   0   .          !
 2004.1!                           +*         !!          .   .0  .          !
 2004.2!                            + *       !!          .   . 0 .          !
 2004.3!                             +*       !!          .   .0  .          !
 2004.4!                              +       !!          .   .0  .          !
 2005.1!                             *+       !!          . 0 .   .          !
 2005.2!                             +*       !!          .   .0  .          !
 2005.3!                              +*      !!          .   . 0 .          !
 2005.4!                              *+      !!          . 0 .   .          !
 2006.1!                              +       !!          .   .0  .          !
 2006.2!                              +*      !!          .   . 0 .          !
 2006.3!                               + *    !!          .   . 0 .          !
 2006.4!                                +     !!          .  0.   .          !
 2007.1!                                +     !!          .   0   .          !
 2007.2!                                +*    !!          .   .0  .          !
 2007.3!                                 +    !!          .   0   .          !
 2007.4!                                 +    !!          .   0   .          !
 2008.1!                                *+    !!          . 0 .   .          !
 2008.2!                                +     !!          .   0   .          !
 2008.3!                                 +*   !!          .   . 0 .          !
 2008.4!                                  *+  !!          .  0.   .          !
 2009.1!                                 +    !!          .   0   .          !
 2009.2!                                 +*   !!          .   0   .          !
 2009.3!                                  +   !!          .   0   .          !
 2009.4!                                  +*  !!          .   .0  .          !
 2010.1!                                  *+  !!          .  0.   .          !
 2010.2!                                  +*  !!          .   .0  .          !
 2010.3!                                   +* !!          .   .0  .          !
 2010.4!                                   +* !!          .   0   .          !
 2011.1!                                   +  !!          .  0.   .          !
 2011.2!                                   +* !!          .   . 0 .          !
 2011.3!                                    +*!!          .   .0  .          !
 2011.4!                                     +*!          .   . 0 .          !
 2012.1!                                    * +!          . 0 .   .          !
 2012.2!                                    + *!          .   . 0 .          !
 2012.3!                                     +*!          .   .0  .          !
 2012.4!                                     +!!          .  0.   .          !


     16.67 percent of the residuals exceed 1 SE
      9.52 percent of the residuals exceed 2 SE
@EQ  1402 LAAARVE C LAARVE(-1) PARVE;SMPL 1966.1 2012.4;OLS;EST 1402 PLOT=0;EN
@EQ  1403 LAABRVE C LABRVE(-1) PBRVE;SMPL 1981.3 2012.4;OLS;EST 1403 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCEVE=CEPX$Q/VEPMM;                                                     
 GENR LAACEVE=LOG(AACEVE+.00001);                                             
 GENR LACEVE=LOG(ACEVE+.00001);                                               
 LHS AACEVE=EXP(LAACEVE)-.00001;                                              
  EQ 1404 LAACEVE C LACEVE(-1) PCEVE;                                         
EQUATION 1018  LAACEVE  
   RHS     C  LACEVE(-1)  PCEVE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1018 PLOT=0;END;                                                     

Equation number = 1018
**********************

Dependent variable = LAACEVE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.997675352

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.241564052       0.424403299   0.56919     1.000000
13463 LACEVE  ( -1)       0.910456820       0.029578761  30.78076    -5.007367
13461 PCEVE   (  0)      -0.643984893       0.444914188  -1.44744     1.056311

SE of equation            =     0.327120177
Sum of squared residuals  =  19.7964079       0.284940960E-10
Average absolute error    =     0.248255378
Sum of ABS residuals      =  46.6720111    
R squared                 =   0.87087
Durbin-Watson statistic   =   2.52885
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!               +    *                 !!         .    .    .  0      !
 1966.2!              *     +                 !!     0   .    .    .         !
 1966.3!               +      *               !!         .    .    .      0  !
 1966.4!                    * +               !!         . 0  .    .         !
 1967.1!                   *+                 !!         . 0  .    .         !
 1967.2!                   +                  !!         .    0    .         !
 1967.3!                   +                  !!         .   0.    .         !
 1967.4!                   +*                 !!         .    .0   .         !
 1968.1!                   *+                 !!         .   0.    .         !
 1968.2!                   +                  !!         .   0.    .         !
 1968.3!                 * +                  !!         .  0 .    .         !
 1968.4!                * +                   !!         . 0  .    .         !
 1969.1!              * +                     !!         .0   .    .         !
 1969.2!           *  +                       !!        0.    .    .         !
 1969.3!          *+                          !!         . 0  .    .         !
 1969.4!           +                          !!         .    0    .         !
 1970.1!            +                         !!         .    .0   .         !
 1970.2!             +*                       !!         .    0    .         !
 1970.3!             *+                       !!         .  0 .    .         !
 1970.4!             *+                       !!         .  0 .    .         !
 1971.1!           * +                        !!         .0   .    .         !
 1971.2!         *  +                         !!         .0   .    .         !
 1971.3!        *  +                          !!         .0   .    .         !
 1971.4!        *+                            !!         .  0 .    .         !
 1972.1!      *  +                            !!        0.    .    .         !
 1972.2!    *  +                              !!         0    .    .         !
 1972.3!    * +                               !!         . 0  .    .         !
 1972.4! *    +                               !!      0  .    .    .         !
 1973.1*   +                                  !!        0.    .    .         !
 1973.2! +*                                   !!         .    .0   .         !
 1973.3!    +*                                !!         .    .0   .         !
 1973.4!       +*                             !!         .    . 0  .         !
 1974.1!         + *                          !!         .    . 0  .         !
 1974.2!            +*                        !!         .    .0   .         !
 1974.3!              +*                      !!         .    . 0  .         !
 1974.4!                +                     !!         .    0    .         !
 1975.1!                 + *                  !!         .    .  0 .         !
 1975.2!                   +*                 !!         .    .0   .         !
 1975.3!                    +*                !!         .    . 0  .         !
 1975.4!                     + *              !!         .    . 0  .         !
 1976.1!                       +*             !!         .    . 0  .         !
 1976.2!                        +             !!         .    .0   .         !
 1976.3!                        +             !!         .   0.    .         !
 1976.4!                        +             !!         .    0    .         !
 1977.1!                        +             !!         .    0    .         !
 1977.2!                       *+             !!         .  0 .    .         !
 1977.3!                      *+              !!         .   0.    .         !
 1977.4!                      +*              !!         .    .0   .         !
 1978.1!                    *  +              !!         0    .    .         !
 1978.2!                     +  *             !!         .    .    0         !
 1978.3!                        +  *          !!         .    .    0         !
 1978.4!                         * +          !!         .0   .    .         !
 1979.1!                      *  +            !!         .0   .    .         !
 1979.2!                       +  *           !!         .    .    .0        !
 1979.3!                          +*          !!         .    . 0  .         !
 1979.4!                         *  +         !!         .0   .    .         !
 1980.1!                         +*           !!         .    0    .         !
 1980.2!                         *+           !!         .   0.    .         !
 1980.3!                          +   *       !!         .    .    . 0       !
 1980.4!                      *      +        !!  0      .    .    .         !
 1981.1!                    *  +              !!         .0   .    .         !
 1981.2!                     + *              !!         .    .   0.         !
 1981.3!                       +  *           !!         .    .    0         !
 1981.4!                     *    +           !!      0  .    .    .         !
 1982.1!               *     +                !!    0    .    .    .         !
 1982.2!                + *                   !!         .    .  0 .         !
 1982.3!                  +   *               !!         .    .    .0        !
 1982.4!                *     +               !!      0  .    .    .         !
 1983.1!                 +*                   !!         .    .  0 .         !
 1983.2!                  +  *                !!         .    .   0.         !
 1983.3!                   * +                !!         .  0 .    .         !
 1983.4!                   +    *             !!         .    .    . 0       !
 1984.1!                  *    +              !!      0  .    .    .         !
 1984.2!                  +     *             !!         .    .    .   0     !
 1984.3!                       +              !!         .   0.    .         !
 1984.4!                      +               !!         .   0.    .         !
 1985.1!                   * +                !!         . 0  .    .         !
 1985.2!                  *+                  !!         .  0 .    .         !
 1985.3!                  +  *                !!         .    .    .0        !
 1985.4!                     +*               !!         .    .0   .         !
 1986.1!                    * +               !!         .  0 .    .         !
 1986.2!                    +  *              !!         .    .    0         !
 1986.3!                     * +              !!         .0   .    .         !
 1986.4!                     + *              !!         .    .   0.         !
 1987.1!                 *     +              !!   0     .    .    .         !
 1987.2!                 +         *          !!         .    .    .         0
 1987.3!                           +          !!         .    .0   .         !
 1987.4!                           +*         !!         .    .0   .         !
 1988.1!                      *     +         !!    0    .    .    .         !
 1988.2!                      +     *         !!         .    .    .   0     !
 1988.3!                           +  *       !!         .    .    0         !
 1988.4!                            * +       !!         .0   .    .         !
 1989.1!                     *     +          !!    0    .    .    .         !
 1989.2!                     *+               !!         .    0    .         !
 1989.3!                *    +                !!    0    .    .    .         !
 1989.4!                +        *            !!         .    .    .        0!
 1990.1!                       * +            !!         .  0 .    .         !
 1990.2!                       *+             !!         .   0.    .         !
 1990.3!                    *   +             !!        0.    .    .         !
 1990.4!                     +  *             !!         .    .    0         !
 1991.1!                  *      +            !!   0     .    .    .         !
 1991.2!                  +     *             !!         .    .    .   0     !
 1991.3!                       *+             !!         .   0.    .         !
 1991.4!                      *+              !!         .  0 .    .         !
 1992.1!                     * +              !!         . 0  .    .         !
 1992.2!                     +   *            !!         .    .    0         !
 1992.3!                       * +            !!         .  0 .    .         !
 1992.4!                       *+             !!         .   0.    .         !
 1993.1!                      *+              !!         . 0  .    .         !
 1993.2!                      +  *            !!         .    .    0         !
 1993.3!                         +            !!         .   0.    .         !
 1993.4!                       * +            !!         . 0  .    .         !
 1994.1!                       +              !!         .   0.    .         !
 1994.2!                       +  *           !!         .    .    .0        !
 1994.3!                         * +          !!         . 0  .    .         !
 1994.4!                         +  *         !!         .    .    0         !
 1995.1!                           *+         !!         .  0 .    .         !
 1995.2!                           +   *      !!         .    .    .0        !
 1995.3!                             *+       !!         . 0  .    .         !
 1995.4!                            +*        !!         .    . 0  .         !
 1996.1!                             + *      !!         .    . 0  .         !
 1996.2!                              + *     !!         .    .  0 .         !
 1996.3!                              * +     !!         . 0  .    .         !
 1996.4!                         *    +       !!     0   .    .    .         !
 1997.1!                         + *          !!         .    .   0.         !
 1997.2!                           +*         !!         .    .  0 .         !
 1997.3!                            +*        !!         .    .0   .         !
 1997.4!                           * +        !!         .  0 .    .         !
 1998.1!                         * +          !!         .  0 .    .         !
 1998.2!                         +     *      !!         .    .    .   0     !
 1998.3!                             *+       !!         .  0 .    .         !
 1998.4!                           * +        !!         .  0 .    .         !
 1999.1!                           +  *       !!         .    .    0         !
 1999.2!                              +*      !!         .    .  0 .         !
 1999.3!                               +      !!         .    .0   .         !
 1999.4!                               +      !!         .    0    .         !
 2000.1!                              +       !!         .    .0   .         !
 2000.2!                              + *     !!         .    .   0.         !
 2000.3!                               +*     !!         .    .0   .         !
 2000.4!                              *+      !!         .   0.    .         !
 2001.1!                             + *      !!         .    .  0 .         !
 2001.2!                              +  *    !!         .    .    0         !
 2001.3!                               *+     !!         .  0 .    .         !
 2001.4!                              +*      !!         .    . 0  .         !
 2002.1!                              +       !!         .    .0   .         !
 2002.2!                             +  *     !!         .    .   0.         !
 2002.3!                               +      !!         .    0    .         !
 2002.4!                              + *     !!         .    .  0 .         !
 2003.1!                          *    +      !!      0  .    .    .         !
 2003.2!                          +      *    !!         .    .    .     0   !
 2003.3!                                +*    !!         .    . 0  .         !
 2003.4!                                +     !!         .    0    .         !
 2004.1!                               *+     !!         .  0 .    .         !
 2004.2!                              +   *   !!         .    .    .0        !
 2004.3!                                *+    !!         .  0 .    .         !
 2004.4!                                +     !!         .    .0   .         !
 2005.1!                              * +     !!         . 0  .    .         !
 2005.2!                              + *     !!         .    .  0 .         !
 2005.3!                               +  *   !!         .    .    0         !
 2005.4!                                * +   !!         . 0  .    .         !
 2006.1!                             * +      !!         . 0  .    .         !
 2006.2!                             +   *    !!         .    .    0         !
 2006.3!                                +*    !!         .    .0   .         !
 2006.4!                                 +    !!         .    0    .         !
 2007.1!                                +     !!         .    0    .         !
 2007.2!                                + *   !!         .    .  0 .         !
 2007.3!                                  + * !!         .    .   0.         !
 2007.4!                                   *+ !!         .    0    .         !
 2008.1!                                   +* !!         .    .0   .         !
 2008.2!                                    +*!!         .    . 0  .         !
 2008.3!                                     +*!         .    . 0  .         !
 2008.4!                                     *+!         .   0.    .         !
 2009.1!                                   *+ !!         .  0 .    .         !
 2009.2!                                   + *!!         .    .   0.         !
 2009.3!                                    *+!!         .   0.    .         !
 2009.4!                                  * + !!         .  0 .    .         !
 2010.1!                              *   +   !!        0.    .    .         !
 2010.2!                              + *     !!         .    . 0  .         !
 2010.3!                                + *   !!         .    .   0.         !
 2010.4!                                 *+   !!         .   0.    .         !
 2011.1!                              *  +    !!         0    .    .         !
 2011.2!                              +  *    !!         .    .    0         !
 2011.3!                                 +    !!         .    0    .         !
 2011.4!                                 +*   !!         .    .0   .         !
 2012.1!                             *   +    !!       0 .    .    .         !
 2012.2!                             + *      !!         .    .  0 .         !
 2012.3!                              *+      !!         .  0 .    .         !
 2012.4!                              +       !!         .    0    .         !


     27.66 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMEVE=MEPX$Q/VEPMM;                                                     
 GENR LAAMEVE=LOG(AAMEVE+.00001);                                             
 GENR LAMEVE=LOG(AMEVE+.00001);                                               
 LHS AAMEVE=EXP(LAAMEVE)-.00001;                                              
  EQ 1405 LAAMEVE C LAMEVE(-1) PMEVE;                                         
EQUATION 1019  LAAMEVE  
   RHS     C  LAMEVE(-1)  PMEVE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1019 PLOT=0;END;                                                     

Equation number = 1019
**********************

Dependent variable = LAAMEVE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.066581813

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.085636550       0.317430398   0.26978     1.000000
13466 LAMEVE  ( -1)       0.948683128       0.023958943  39.59620    -4.078345
13464 PMEVE   (  0)      -0.268065865       0.342726128  -0.78216     1.056311

SE of equation            =     0.232949386
Sum of squared residuals  =  10.0391020       0.811590795E-10
Average absolute error    =     0.162012255
Sum of ABS residuals      =  30.4583040    
R squared                 =   0.92744
Durbin-Watson statistic   =   2.69496
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     +                                !!           .  0  .           !
 1966.2!     +*                               !!           .  .0 .           !
 1966.3!      *+                              !!           . 0.  .           !
 1966.4!       +*                             !!           .  .0 .           !
 1967.1!        +                             !!           .  0  .           !
 1967.2!         +                            !!           .  0  .           !
 1967.3!         *+                           !!           . 0.  .           !
 1967.4!          +                           !!           .  .0 .           !
 1968.1!         * +                          !!           .0 .  .           !
 1968.2!          +                           !!           .  0  .           !
 1968.3!          +                           !!           .  0  .           !
 1968.4!           +                          !!           .  0  .           !
 1969.1!           +*                         !!           .  .0 .           !
 1969.2!            *+                        !!           . 0.  .           !
 1969.3!            +*                        !!           .  .0 .           !
 1969.4!              + *                     !!           .  . 0.           !
 1970.1!                +                     !!           .  0  .           !
 1970.2!                +*                    !!           .  .0 .           !
 1970.3!                *+                    !!           . 0.  .           !
 1970.4!                 +                    !!           .  0  .           !
 1971.1!                *+                    !!           . 0.  .           !
 1971.2!                +                     !!           .  0  .           !
 1971.3!                +*                    !!           .  .0 .           !
 1971.4!                 +  *                 !!           .  .  0           !
 1972.1!                    +                 !!           .  0  .           !
 1972.2!                    +                 !!           .  0  .           !
 1972.3!                    + *               !!           .  . 0.           !
 1972.4!                    * +               !!           0  .  .           !
 1973.1!                   *+                 !!           . 0.  .           !
 1973.2!                   + *                !!           .  .0 .           !
 1973.3!                   * +                !!           .0 .  .           !
 1973.4!                 * +                  !!           0  .  .           !
 1974.1!             *   +                    !!         0 .  .  .           !
 1974.2!             + *                      !!           .  . 0.           !
 1974.3!               + *                    !!           .  . 0.           !
 1974.4!            *    +                    !!         0 .  .  .           !
 1975.1!             +                        !!           .  0  .           !
 1975.2!             +   *                    !!           .  .  .0          !
 1975.3!            *    +                    !!         0 .  .  .           !
 1975.4!             +   *                    !!           .  .  . 0         !
 1976.1!             *   +                    !!         0 .  .  .           !
 1976.2!            *+                        !!           . 0.  .           !
 1976.3!          *  +                        !!           0  .  .           !
 1976.4!           +    *                     !!           .  .  . 0         !
 1977.1!               *+                     !!           . 0.  .           !
 1977.2!             *  +                     !!           0  .  .           !
 1977.3!             *+                       !!           . 0.  .           !
 1977.4!             + *                      !!           .  . 0.           !
 1978.1!           *    +                     !!         0 .  .  .           !
 1978.2!           *+                         !!           . 0.  .           !
 1978.3!            +   *                     !!           .  .  .0          !
 1978.4!                + *                   !!           .  . 0.           !
 1979.1!               *  +                   !!          0.  .  .           !
 1979.2!              *+                      !!           . 0.  .           !
 1979.3!              *+                      !!           . 0.  .           !
 1979.4!              *+                      !!           . 0.  .           !
 1980.1!          *    +                      !!         0 .  .  .           !
 1980.2!       *   +                          !!          0.  .  .           !
 1980.3!        + *                           !!           .  .  0           !
 1980.4!        *  +                          !!           0  .  .           !
 1981.1!      *  +                            !!           0  .  .           !
 1981.2!     * +                              !!           0  .  .           !
 1981.3!      +  *                            !!           .  .  0           !
 1981.4!       * +                            !!           0  .  .           !
 1982.1!        +        *                    !!           .  .  .      0    !
 1982.2!   *             +                    !0           .  .  .           !
 1982.3!    +                                 !!           .  0  .           !
 1982.4!     +  *                             !!           .  .  0           !
 1983.1!       *+                             !!           . 0.  .           !
 1983.2*        +                             !!     0     .  .  .           !
 1983.3!+        *                            !!           .  .  .      0    !
 1983.4!   *     +                            !!       0   .  .  .           !
 1984.1!    +                                 !!           .  0  .           !
 1984.2!*   +                                 !!          0.  .  .           !
 1984.3! +  *                                 !!           .  .  0           !
 1984.4!     + *                              !!           .  .  0           !
 1985.1!   *    +                             !!         0 .  .  .           !
 1985.2!*  +                                  !!           0  .  .           !
 1985.3! +      *                             !!           .  .  .    0      !
 1985.4!       * +                            !!           .0 .  .           !
 1986.1!       *+                             !!           . 0.  .           !
 1986.2!        + *                           !!           .  . 0.           !
 1986.3!         *+                           !!           . 0.  .           !
 1986.4!        * +                           !!           .0 .  .           !
 1987.1!         +      *                     !!           .  .  .    0      !
 1987.2!              * +                     !!           .0 .  .           !
 1987.3!            *  +                      !!           0  .  .           !
 1987.4!             +                        !!           .  0  .           !
 1988.1!             *+                       !!           . 0.  .           !
 1988.2!             *+                       !!           . 0.  .           !
 1988.3!          *  +                        !!           0  .  .           !
 1988.4!           +                          !!           . 0.  .           !
 1989.1!        *  +                          !!           0  .  .           !
 1989.2!         +    *                       !!           .  .  .  0        !
 1989.3!              +                       !!           .  0  .           !
 1989.4!               +                      !!           .  0  .           !
 1990.1!               +      *               !!           .  .  .    0      !
 1990.2!                   *  +               !!          0.  .  .           !
 1990.3!                   +  *               !!           .  .  0           !
 1990.4!                      +*              !!           .  .0 .           !
 1991.1!               *       +              !!     0     .  .  .           !
 1991.2!               +   *                  !!           .  .  .0          !
 1991.3!                  *+                  !!           . 0.  .           !
 1991.4!              *    +                  !!         0 .  .  .           !
 1992.1!               +*                     !!           .  . 0.           !
 1992.2!                 +  *                 !!           .  .  0           !
 1992.3!                    +                 !!           . 0.  .           !
 1992.4!                    +  *              !!           .  .  0           !
 1993.1!                      *+              !!           . 0.  .           !
 1993.2!                    * +               !!           0  .  .           !
 1993.3!                    +     *           !!           .  .  .   0       !
 1993.4!                     *    +           !!        0  .  .  .           !
 1994.1!                     +                !!           .  0  .           !
 1994.2!                     + *              !!           .  . 0.           !
 1994.3!                    *  +              !!           0  .  .           !
 1994.4!                     +  *             !!           .  .  0           !
 1995.1!                       *+             !!           .  0  .           !
 1995.2!                        +   *         !!           .  .  .0          !
 1995.3!                           +  *       !!           .  . 0.           !
 1995.4!                             +   *    !!           .  .  .0          !
 1996.1!                                *+    !!           . 0.  .           !
 1996.2!                             * +      !!           .0 .  .           !
 1996.3!                             + *      !!           .  . 0.           !
 1996.4!                               +      !!           .  .0 .           !
 1997.1!                               +  *   !!           .  .  .0          !
 1997.2!                                 *+   !!           . 0.  .           !
 1997.3!                               * +    !!           . 0.  .           !
 1997.4!                               +*     !!           .  .0 .           !
 1998.1!                           *   +      !!         0 .  .  .           !
 1998.2!                           + *        !!           .  . 0.           !
 1998.3!                            + *       !!           .  .0 .           !
 1998.4!                             +  *     !!           .  . 0.           !
 1999.1!                           *   +      !!          0.  .  .           !
 1999.2!                           + *        !!           .  . 0.           !
 1999.3!                            +*        !!           .  .0 .           !
 1999.4!                             +*       !!           .  .0 .           !
 2000.1!                             +        !!           . 0.  .           !
 2000.2!                            + *       !!           .  . 0.           !
 2000.3!                             +*       !!           .  0  .           !
 2000.4!                             +        !!           .  0  .           !
 2001.1!                            +  *      !!           .  .  0           !
 2001.2!                               +      !!           .  0  .           !
 2001.3!                              +       !!           . 0.  .           !
 2001.4!                             +*       !!           .  .0 .           !
 2002.1!                              +*      !!           .  . 0.           !
 2002.2!                               + *    !!           .  .  0           !
 2002.3!                                + *   !!           .  . 0.           !
 2002.4!                                  +*  !!           .  . 0.           !
 2003.1!                                   + *!!           .  .  0           !
 2003.2!                                   *+ !!           . 0.  .           !
 2003.3!                                 * +  !!           .0 .  .           !
 2003.4!                                +     !!           . 0.  .           !
 2004.1!                               +    * !!           .  .  . 0         !
 2004.2!                                   +* !!           .  .0 .           !
 2004.3!                                   +  !!           .  0  .           !
 2004.4!                                  +*  !!           .  0  .           !
 2005.1!                                  + * !!           .  .  0           !
 2005.2!                                    +*!!           .  .0 .           !
 2005.3!                                     +!!           .  0  .           !
 2005.4!                                    + *!           .  . 0.           !
 2006.1!                                     +*!           .  0  .           !
 2006.2!                                     +*!           .  .0 .           !
 2006.3!                                    *+!!           . 0.  .           !
 2006.4!                                    + !!           .  0  .           !
 2007.1!                                   + *!!           .  .0 .           !
 2007.2!                                    +*!!           .  0  .           !
 2007.3!                                    +*!!           .  .0 .           !
 2007.4!                                    +*!!           .  .0 .           !
 2008.1!                                     +!!           .  .0 .           !
 2008.2!                                     +!!           .  0  .           !
 2008.3!                                   * +!!           . 0.  .           !
 2008.4!                                 * +  !!           .0 .  .           !
 2009.1!                               * +    !!           .0 .  .           !
 2009.2!                               + *    !!           .  . 0.           !
 2009.3!                                 +    !!           .  0  .           !
 2009.4!                                 + *  !!           .  . 0.           !
 2010.1!                                  *+  !!           . 0.  .           !
 2010.2!                                  +*  !!           .  .0 .           !
 2010.3!                                  *+  !!           . 0.  .           !
 2010.4!                                  +   !!           .  .0 .           !
 2011.1!                                  +   !!           . 0.  .           !
 2011.2!                                 +    !!           . 0.  .           !
 2011.3!                                *+    !!           .  0  .           !
 2011.4!                               *+     !!           . 0.  .           !
 2012.1!                               +      !!           .  0  .           !
 2012.2!                               + *    !!           .  . 0.           !
 2012.3!                                *+    !!           . 0.  .           !
 2012.4!                                +     !!           .  0  .           !


     22.34 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPEVE=PEPX$Q/VEPMM;                                                     
 GENR LAAPEVE=LOG(AAPEVE+.00001);                                             
 GENR LAPEVE=LOG(APEVE+.00001);                                               
 LHS AAPEVE=EXP(LAAPEVE)-.00001;                                              
  EQ 1406 LAAPEVE C LAPEVE(-1) PPEVE;                                         
EQUATION 1020  LAAPEVE  
   RHS     C  LAPEVE(-1)  PPEVE  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1020 PLOT=0;END;                                                     

Equation number = 1020
**********************

Dependent variable = LAAPEVE 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.368254381

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.332327836       0.275451260  -4.83689     1.000000
13469 LAPEVE  ( -1)       0.662104723       0.062836847  10.53689    -4.374134
13467 PPEVE   (  0)      -0.172924360       0.076651481  -2.25598     0.808399

SE of equation            =     0.273678150
Sum of squared residuals  =  9.21266675       0.724353910E-11
Average absolute error    =     0.191791092
Sum of ABS residuals      =  24.1656776    
R squared                 =   0.50131
Durbin-Watson statistic   =   2.32192
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!    *     +                           !!         0.   .   .          !
 1981.4!     *    +                           !!          0   .   .          !
 1982.1!      *   +                           !!          0   .   .          !
 1982.2!          *+                          !!          .  0.   .          !
 1982.3!          *   +                       !!          .0  .   .          !
 1982.4!           *  +                       !!          . 0 .   .          !
 1983.1! *            +                       !!   0      .   .   .          !
 1983.2!        +    *                        !!          .   .   0          !
 1983.3!            *  +                      !!          .0  .   .          !
 1983.4!       *       +                      !!       0  .   .   .          !
 1984.1!           +   *                      !!          .   .  0.          !
 1984.2!                 +                    !!          .   0   .          !
 1984.3!                   +                  !!          .   .0  .          !
 1984.4!                   *+                 !!          .  0.   .          !
 1985.1!                *   +                 !!          0   .   .          !
 1985.2!               *  +                   !!          . 0 .   .          !
 1985.3!               *  +                   !!          . 0 .   .          !
 1985.4!                  +*                  !!          .   .0  .          !
 1986.1!                  * +                 !!          .  0.   .          !
 1986.2!                *   +                 !!          .0  .   .          !
 1986.3!                  +*                  !!          .   .0  .          !
 1986.4!                   *+                 !!          .  0.   .          !
 1987.1!                    + *               !!          .   . 0 .          !
 1987.2!                     *+               !!          .  0.   .          !
 1987.3!                  *  +                !!          . 0 .   .          !
 1987.4!                *  +                  !!          .0  .   .          !
 1988.1!                  +                   !!          .   0   .          !
 1988.2!                   +*                 !!          .   .0  .          !
 1988.3!                 *  +                 !!          .0  .   .          !
 1988.4!              *   +                   !!          .0  .   .          !
 1989.1!     *          +                     !!     0    .   .   .          !
 1989.2!          +   *                       !!          .   .  0.          !
 1989.3!                +                     !!          .   0   .          !
 1989.4!               *  +                   !!          . 0 .   .          !
 1990.1!                 + *                  !!          .   .0  .          !
 1990.2!               *   +                  !!          .0  .   .          !
 1990.3!                 + *                  !!          .   .0  .          !
 1990.4!                  * +                 !!          .  0.   .          !
 1991.1*                 +                    !0          .   .   .          !
 1991.2!       +                *             !!          .   .   .          0
 1991.3!                      *+              !!          .  0.   .          !
 1991.4!               *      +               !!        0 .   .   .          !
 1992.1!                 +     *              !!          .   .   .0         !
 1992.2!                     * +              !!          . 0 .   .          !
 1992.3!                   * +                !!          .  0.   .          !
 1992.4!                    +  *              !!          .   . 0 .          !
 1993.1!                  *   +               !!          .0  .   .          !
 1993.2!                   *+                 !!          .  0.   .          !
 1993.3!                    +*                !!          .   .0  .          !
 1993.4!                      + *             !!          .   . 0 .          !
 1994.1!                       +     *        !!          .   .   .0         !
 1994.2!                        *  +          !!          . 0 .   .          !
 1994.3!                      *+              !!          .  0.   .          !
 1994.4!                   *  +               !!          .0  .   .          !
 1995.1!                    +    *            !!          .   .   .0         !
 1995.2!                        +    *        !!          .   .   .0         !
 1995.3!                           +  *       !!          .   .  0.          !
 1995.4!                           +          !!          .   0   .          !
 1996.1!                         +    *       !!          .   .   0          !
 1996.2!                          *+          !!          .  0.   .          !
 1996.3!                        *+            !!          .   0   .          !
 1996.4!                       +*             !!          .   0   .          !
 1997.1!                       + *            !!          .   . 0 .          !
 1997.2!                    *   +             !!          .0  .   .          !
 1997.3!                    +                 !!          .   0   .          !
 1997.4!                    + *               !!          .   .0  .          !
 1998.1!                    * +               !!          .  0.   .          !
 1998.2!                 *   +                !!          .0  .   .          !
 1998.3!                  *+                  !!          .   0   .          !
 1998.4!                *  +                  !!          .0  .   .          !
 1999.1!                  +   *               !!          .   .  0.          !
 1999.2!                    * +               !!          . 0 .   .          !
 1999.3!                     + *              !!          .   . 0 .          !
 1999.4!                    *  +              !!          . 0 .   .          !
 2000.1!                     +                !!          .   0   .          !
 2000.2!                     + *              !!          .   . 0 .          !
 2000.3!                      *+              !!          .  0.   .          !
 2000.4!                    * +               !!          .  0.   .          !
 2001.1!                     + *              !!          .   . 0 .          !
 2001.2!                       + *            !!          .   . 0 .          !
 2001.3!                        +             !!          .   0   .          !
 2001.4!                        +             !!          .   .0  .          !
 2002.1!                       *+             !!          .   0   .          !
 2002.2!                       +*             !!          .   .0  .          !
 2002.3!                       +              !!          .   0   .          !
 2002.4!                       +    *         !!          .   .   .0         !
 2003.1!                   *      +           !!        0 .   .   .          !
 2003.2!                    +       *         !!          .   .   . 0        !
 2003.3!                          +    *      !!          .   .   .0         !
 2003.4!                            +       * !!          .   .   .  0       !
 2004.1!                      *        +      !!      0   .   .   .          !
 2004.2!                      +   *           !!          .   .  0.          !
 2004.3!                        + *           !!          .   .0  .          !
 2004.4!                        +     *       !!          .   .   .0         !
 2005.1!                    *      +          !!        0 .   .   .          !
 2005.2!                    +     *           !!          .   .   .0         !
 2005.3!                        + *           !!          .   . 0 .          !
 2005.4!                       +    *         !!          .   .   0          !
 2006.1!                 *      +             !!       0  .   .   .          !
 2006.2!               *+                     !!          .  0.   .          !
 2006.3!               +                      !!          .   0   .          !
 2006.4!               +  *                   !!          .   .  0.          !
 2007.1!               * +                    !!          . 0 .   .          !
 2007.2!               + *                    !!          .   . 0 .          !
 2007.3!                +    *                !!          .   .   0          !
 2007.4!                   +         *        !!          .   .   .    0     !
 2008.1!                         +*           !!          .   .0  .          !
 2008.2!                      +   *           !!          .   .  0.          !
 2008.3!                       + *            !!          .   .0  .          !
 2008.4!                       +              *!          .   .   .        0 !
 2009.1!                               *+     !!          .  0.   .          !
 2009.2!                           + *        !!          .   .0  .          !
 2009.3!                         +*           !!          .   .0  .          !
 2009.4!                       +*             !!          .   .0  .          !
 2010.1!                *    +                !!          0   .   .          !
 2010.2!                +*                    !!          .   .0  .          !
 2010.3!                +  *                  !!          .   . 0 .          !
 2010.4!              *  +                    !!          .0  .   .          !
 2011.1!              +  *                    !!          .   .  0.          !
 2011.2!                +                     !!          .   0   .          !
 2011.3!               + *                    !!          .   . 0 .          !
 2011.4!                + *                   !!          .   .0  .          !
 2012.1!              *  +                    !!          . 0 .   .          !
 2012.2!              +*                      !!          .   0   .          !
 2012.3!               +                      !!          .   0   .          !
 2012.4!               + *                    !!          .   . 0 .          !


     23.02 percent of the residuals exceed 1 SE
      4.76 percent of the residuals exceed 2 SE
@@EQ 1407 LAATUVE C LATUVE(-1) PTUVE;SMPL 1994.3 2012.4;OLS;EST 1407 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDVE=PDPX$/VEPMM;                                                      
 GENR LAAPDVE=LOG(AAPDVE+.00001);                                             
 GENR LAPDVE=LOG(APDVE+.00001);                                               
 LHS AAPDVE=EXP(LAAPDVE)-.00001;                                              
  EQ 1408 LAAPDVE C LAPDVE(-1) PPDVE;                                         
EQUATION 1021  LAAPDVE  
   RHS     C  LAPDVE(-1)  PPDVE  
 SMPL 1985.3 2012.4;                                                          
Sample period is now  1985.3 to  2012.4 Internally:   135 to   244
 OLS;EST 1021 PLOT=0;END;                                                     

Equation number = 1021
**********************

Dependent variable = LAAPDVE 

 1985.3 -   2012.4,    0 missing obs.,  110 obs. used.

Mean of dependent variable       -6.984585155

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.366378584       1.085041165  -0.33766     1.000000
13472 LAPDVE  ( -1)       0.806495719       0.051446451  15.67641    -7.023894
13470 PPDVE   (  0)      -0.920091730       1.058983180  -0.86884     1.036273

SE of equation            =     0.624809360
Sum of squared residuals  =  41.7713808      -0.150714996E-10
Average absolute error    =     0.427196912
Sum of ABS residuals      =  46.9916603    
R squared                 =   0.71072
Durbin-Watson statistic   =   2.56269
SMPL and No. Obs.         = 1985.3   2012.4    110

Plot of actual(*) and fitted(+) values and residuals(0)


 1985.3*   +                                  !!          .0  .   .          !
 1985.4!*   +                                 !!          .0  .   .          !
 1986.1!*   +                                 !!          .0  .   .          !
 1986.2! *   +                                !!          .0  .   .          !
 1986.3! *   +                                !!          .0  .   .          !
 1986.4!   *  +                               !!          . 0 .   .          !
 1987.1!       +         *                    !!          .   .   .   0      !
 1987.2!                 * +                  !!          .  0.   .          !
 1987.3!               *   +                  !!          .0  .   .          !
 1987.4!                 +*                   !!          .   .0  .          !
 1988.1!                    +                 !!          .   0   .          !
 1988.2!  *                  +                !0          .   .   .          !
 1988.3!      +     *                         !!          .   .   0          !
 1988.4*              +                       !!  0       .   .   .          !
 1989.1!    +                 *               !!          .   .   .         0!
 1989.2!                     * +              !!          .  0.   .          !
 1989.3!                    * +               !!          . 0 .   .          !
 1989.4!                    + *               !!          .   .0  .          !
 1990.1!               *       +              !!        0 .   .   .          !
 1990.2!                *+                    !!          .  0.   .          !
 1990.3!                * +                   !!          . 0 .   .          !
 1990.4!                  +                   !!          .   0   .          !
 1991.1!                    +*                !!          .   .0  .          !
 1991.2!                     *+               !!          .  0.   .          !
 1991.3!                    * +               !!          .  0.   .          !
 1991.4!                     +   *            !!          .   . 0 .          !
 1992.1!                         +*           !!          .   .0  .          !
 1992.2!                         *+           !!          .   0   .          !
 1992.3!                         *+           !!          .  0.   .          !
 1992.4!                         +            !!          .   0   .          !
 1993.1!                    *    +            !!          0   .   .          !
 1993.2!                     +                !!          .   0   .          !
 1993.3!                      +               !!          .   0   .          !
 1993.4!                      +*              !!          .   0   .          !
 1994.1!                       +              !!          .   0   .          !
 1994.2!                       +*             !!          .   .0  .          !
 1994.3!                         +*           !!          .   .0  .          !
 1994.4!                          +           !!          .   0   .          !
 1995.1!                      *   +           !!          .0  .   .          !
 1995.2!                      *+              !!          .  0.   .          !
 1995.3!                     * +              !!          .  0.   .          !
 1995.4!                      +*              !!          .   .0  .          !
 1996.1!                       +       *      !!          .   .   . 0        !
 1996.2!                              +       !!          .   0   .          !
 1996.3!                             + *      !!          .   .0  .          !
 1996.4!                              +*      !!          .   0   .          !
 1997.1!                              +       !!          .   0   .          !
 1997.2!                             +        !!          .   0   .          !
 1997.3!                            +         !!          .   0   .          !
 1997.4!                           + *        !!          .   .0  .          !
 1998.1!                         *  +         !!          . 0 .   .          !
 1998.2!                         +            !!          .   0   .          !
 1998.3!                         +*           !!          .   .0  .          !
 1998.4!                          +*          !!          .   .0  .          !
 1999.1!                          +       *   !!          .   .   . 0        !
 1999.2!                                +*    !!          .   .0  .          !
 1999.3!                                +*    !!          .   .0  .          !
 1999.4!                                + *   !!          .   . 0 .          !
 2000.1!                                +    *!!          .   .   0          !
 2000.2!                                   + *!!          .   . 0 .          !
 2000.3!                                   + *!!          .   . 0 .          !
 2000.4!                                   +  *!          .   .  0.          !
 2001.1!                                 * +  !!          . 0 .   .          !
 2001.2!                               +*     !!          .   .0  .          !
 2001.3!                              + *     !!          .   .0  .          !
 2001.4!                              + *     !!          .   . 0 .          !
 2002.1!                          *   +       !!          .0  .   .          !
 2002.2!                         + *          !!          .   .0  .          !
 2002.3!                          + *         !!          .   . 0 .          !
 2002.4!                           +  *       !!          .   . 0 .          !
 2003.1!                            + *       !!          .   .0  .          !
 2003.2!                             +        !!          .   0   .          !
 2003.3!                            +         !!          .   0   .          !
 2003.4!                           +          !!          .   0   .          !
 2004.1!                           +     *    !!          .   .   .0         !
 2004.2!                                +*    !!          .   .0  .          !
 2004.3!                                +*    !!          .   .0  .          !
 2004.4!                                +*    !!          .   .0  .          !
 2005.1!                                +   * !!          .   .  0.          !
 2005.2!                                   +* !!          .   .0  .          !
 2005.3!                          *       +   !!       0  .   .   .          !
 2005.4!                          +   *       !!          .   .  0.          !
 2006.1!                             + *      !!          .   . 0 .          !
 2006.2!                               +  *   !!          .   . 0 .          !
 2006.3!                           *     +    !!          0   .   .          !
 2006.4!                           +    *     !!          .   .   0          !
 2007.1!                            *  +      !!          .0  .   .          !
 2007.2!                            +   *     !!          .   .  0.          !
 2007.3!                               + *    !!          .   .0  .          !
 2007.4!                                +     !!          .   0   .          !
 2008.1!                                +    *!!          .   .   0          !
 2008.2!                              *     + !!          0   .   .          !
 2008.3!                              +      *!!          .   .   .0         !
 2008.4!                           *       +  !!       0  .   .   .          !
 2009.1!                 *         +          !!      0   .   .   .          !
 2009.2!                   +     *            !!          .   .   .0         !
 2009.3!                      *   +           !!          .0  .   .          !
 2009.4!                        +   *         !!          .   .   0          !
 2010.1!                         *   +        !!          .0  .   .          !
 2010.2!                          +  *        !!          .   .  0.          !
 2010.3!                   *         +        !!      0   .   .   .          !
 2010.4!          *          +                !!      0   .   .   .          !
 2011.1!              +        *              !!          .   .   .  0       !
 2011.2!                        +             !!          .   0   .          !
 2011.3!                         +  *         !!          .   . 0 .          !
 2011.4!                         *  +         !!          .0  .   .          !
 2012.1!                          +    *      !!          .   .   0          !
 2012.2!                          *    +      !!          0   .   .          !
 2012.3!                          +     *     !!          .   .   0          !
 2012.4!                               + *    !!          .   . 0 .          !


     23.64 percent of the residuals exceed 1 SE
      6.36 percent of the residuals exceed 2 SE
@@EQ 1409 LAARUVE C LARUVE(-1) PRUVE;SMPL 1994.4 2012.4;OLS;EST 1409 PLOT=0;EN
@@EQ 1410 LAAUEVE C LAUEVE(-1) PUEVE;SMPL 1996.3 2012.4;OLS;EST 1410 PLOT=0;EN
@@EQ 1411 LAAEGVE C LAEGVE(-1) PEGVE;SMPL 1991.3 2012.4;OLS;EST 1411 PLOT=0;EN
@EQ  1412 LAAISVE C LAISVE(-1) PISVE;SMPL 1966.1 2012.4;OLS;EST 1412 PLOT=0;EN
@@EQ 1413 LAAKEVE C LAKEVE(-1) PKEVE;SMPL 2001.3 2012.4;OLS;EST 1413 PLOT=0;EN
@@EQ 1414 LAABAVE C LABAVE(-1) PBAVE;SMPL 2013.1 2012.4;OLS;EST 1414 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKVE=HKPX$/VEPMM;                                                      
 GENR LAAHKVE=LOG(AAHKVE+.00001);                                             
 GENR LAHKVE=LOG(AHKVE+.00001);                                               
 LHS AAHKVE=EXP(LAAHKVE)-.00001;                                              
  EQ 1415 LAAHKVE C LAHKVE(-1) PHKVE;                                         
EQUATION 1022  LAAHKVE  
   RHS     C  LAHKVE(-1)  PHKVE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1022 PLOT=0;END;                                                     

Equation number = 1022
**********************

Dependent variable = LAAHKVE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.416577548

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.499541762       0.154765336  -3.22774     1.000000
13475 LAHKVE  ( -1)       0.886559492       0.032127919  27.59468    -5.420982
13473 PHKVE   (  0)      -0.079682819       0.043614776  -1.82697     1.393181

SE of equation            =     0.221845101
Sum of squared residuals  =  9.10482104       0.123989707E-11
Average absolute error    =     0.143670195
Sum of ABS residuals      =  27.0099967    
R squared                 =   0.85246
Durbin-Watson statistic   =   1.90031
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!          +                           !!            . 0 .            !
 1966.2!           +*                         !!            . .0.            !
 1966.3!            +                         !!            . 0 .            !
 1966.4!            +*                        !!            . .0.            !
 1967.1!             +*                       !!            . 0 .            !
 1967.2!              +                       !!            . 0 .            !
 1967.3!              +                       !!            . 0 .            !
 1967.4!              +*                      !!            . .0.            !
 1968.1!              *+                      !!            .0. .            !
 1968.2!              +                       !!            . 0 .            !
 1968.3!              +                       !!            . 0 .            !
 1968.4!              +*                      !!            . 0 .            !
 1969.1!               +*                     !!            . .0.            !
 1969.2!              * +                     !!            .0. .            !
 1969.3!              +                       !!            . 0 .            !
 1969.4!               +*                     !!            . .0.            !
 1970.1!               *+                     !!            . 0 .            !
 1970.2!               +*                     !!            . 0 .            !
 1970.3!              *+                      !!            .0. .            !
 1970.4!              +                       !!            . 0 .            !
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 1971.3!             *+                       !!            . 0 .            !
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 1972.2!               +                      !!            . 0 .            !
 1972.3!               + *                    !!            . .0.            !
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 1973.1!         *     +                      !!          0 . . .            !
 1973.2!      *  +                            !!            0 . .            !
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 1974.3!          *  +                        !!            0 . .            !
 1974.4!      *   +                           !!           0. . .            !
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 1983.1!                      * +             !!            .0. .            !
 1983.2*                      +               !0            . . .            !
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 1985.1!                  +  *                !!            . . 0            !
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 1986.1!                *   +                 !!           0. . .            !
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 1989.3!                +     *               !!            . . . 0          !
 1989.4!                  *   +               !!            0 . .            !
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 1990.2!                     +   *            !!            . . .0           !
 1990.3!                       * +            !!            .0. .            !
 1990.4!                       +              !!            . 0 .            !
 1991.1!                       +   *          !!            . . .0           !
 1991.2!                           + *        !!            . .0.            !
 1991.3!                            + *       !!            . .0.            !
 1991.4!                              +*      !!            . .0.            !
 1992.1!                              + *     !!            . .0.            !
 1992.2!                               +  *   !!            . . 0            !
 1992.3!                                 +    !!            . 0 .            !
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 1993.2!                                  +   *!            . . 0            !
 1993.3!                                    +*!!            . 0 .            !
 1993.4!                              *    +  !!           0. . .            !
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 1994.4!                           * +        !!            0 . .            !
 1995.1!                          +*          !!            . .0.            !
 1995.2!                           +  *       !!            . . 0            !
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 2000.4!                                +    *!!            . . .0           !
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 2001.4!                              *+      !!            .0. .            !
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 2002.4!                          *+          !!            . 0 .            !
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 2004.1!                     +   *            !!            . . .0           !
 2004.2!                       * +            !!            0 . .            !
 2004.3!                     * +              !!            .0. .            !
 2004.4!                     + *              !!            . .0.            !
 2005.1!                       +    *         !!            . . .0           !
 2005.2!                         *  +         !!            0 . .            !
 2005.3!                         +            !!            . 0 .            !
 2005.4!                       * +            !!            .0. .            !
 2006.1!                       + *            !!            . .0.            !
 2006.2!                         +            !!            . 0 .            !
 2006.3!                         +  *         !!            . . 0            !
 2006.4!                        *  +          !!            0 . .            !
 2007.1!                      * +             !!            .0. .            !
 2007.2!                     * +              !!            .0. .            !
 2007.3!                    *+                !!            .0. .            !
 2007.4!                    *+                !!            . 0 .            !
 2008.1!                     +                !!            . 0 .            !
 2008.2!                    * +               !!            .0. .            !
 2008.3!                   * +                !!            0 . .            !
 2008.4!                   *+                 !!            . 0 .            !
 2009.1!                    +*                !!            . .0.            !
 2009.2!                    *+                !!            .0. .            !
 2009.3!                   * +                !!            .0. .            !
 2009.4!                    +                 !!            . .0.            !
 2010.1!                     +   *            !!            . . .0           !
 2010.2!                         +*           !!            . 0 .            !
 2010.3!                   *      +           !!          0 . . .            !
 2010.4!                    +  *              !!            . . 0            !
 2011.1!                       +*             !!            . .0.            !
 2011.2!                   *     +            !!          0 . . .            !
 2011.3!                  * +                 !!            .0. .            !
 2011.4!               *   +                  !!            0 . .            !
 2012.1!                +                     !!            . 0 .            !
 2012.2!                *+                    !!            .0. .            !
 2012.3!                 +                    !!            . 0 .            !
 2012.4!                  + *                 !!            . .0.            !


     19.68 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIVE=SIPX$/VEPMM;                                                      
 GENR LAASIVE=LOG(AASIVE+.00001);                                             
 GENR LASIVE=LOG(ASIVE+.00001);                                               
 LHS AASIVE=EXP(LAASIVE)-.00001;                                              
  EQ 1416 LAASIVE C LASIVE(-1) PSIVE;                                         
EQUATION 1023  LAASIVE  
   RHS     C  LASIVE(-1)  PSIVE  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST 1023 PLOT=0;END;                                                     

Equation number = 1023
**********************

Dependent variable = LAASIVE 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -6.825903714

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.050662424       0.435107623  -7.01128     1.000000
13478 LASIVE  ( -1)       0.508429645       0.064987653   7.82348    -6.828199
13476 PSIVE   (  0)      -0.220045031       0.117752770  -1.86870     1.379639

SE of equation            =     0.442328248
Sum of squared residuals  =  34.2394988      -0.218696172E-10
Average absolute error    =     0.322410188
Sum of ABS residuals      =  57.3890135    
R squared                 =   0.30372
Durbin-Watson statistic   =   2.06107
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3!          +*                          !!           .  .0 .           !
 1968.4!           + *                        !!           .  .0 .           !
 1969.1!            +  *                      !!           .  . 0.           !
 1969.2!             +*                       !!           .  .0 .           !
 1969.3!             +*                       !!           .  .0 .           !
 1969.4!             +*                       !!           .  .0 .           !
 1970.1!           * +                        !!           . 0.  .           !
 1970.2!          *+                          !!           . 0.  .           !
 1970.3!       *  +                           !!           .0 .  .           !
 1970.4!       * +                            !!           .0 .  .           !
 1971.1!       * +                            !!           .0 .  .           !
 1971.2!       * +                            !!           . 0.  .           !
 1971.3!       * +                            !!           . 0.  .           !
 1971.4!         +*                           !!           .  0  .           !
 1972.1!         * +                          !!           . 0.  .           !
 1972.2!          +                           !!           . 0.  .           !
 1972.3!           +*                         !!           .  .0 .           !
 1972.4!          * +                         !!           . 0.  .           !
 1973.1!           +   *                      !!           .  .  0           !
 1973.2!              +       *               !!           .  .  . 0         !
 1973.3!                 + *                  !!           .  .0 .           !
 1973.4!               +     *                !!           .  .  .0          !
 1974.1!                +   *                 !!           .  . 0.           !
 1974.2!                +   *                 !!           .  .  0           !
 1974.3!             *  +                     !!           .0 .  .           !
 1974.4!          * +                         !!           . 0.  .           !
 1975.1!         * +                          !!           . 0.  .           !
 1975.2!      *   +                           !!           0  .  .           !
 1975.3!         + *                          !!           .  .0 .           !
 1975.4!          *+                          !!           . 0.  .           !
 1976.1!       *   +                          !!           0  .  .           !
 1976.2!    *    +                            !!          0.  .  .           !
 1976.3!*       +                             !!         0 .  .  .           !
 1976.4*      +                               !!          0.  .  .           !
 1977.1!    *+                                !!           . 0.  .           !
 1977.2!       *+                             !!           .  0  .           !
 1977.3!         +                            !!           .  0  .           !
 1977.4!         *+                           !!           . 0.  .           !
 1978.1!         * +                          !!           . 0.  .           !
 1978.2!      *   +                           !!           0  .  .           !
 1978.3!    *    +                            !!           0  .  .           !
 1978.4!        +*                            !!           .  .0 .           !
 1979.1!          +     *                     !!           .  .  0           !
 1979.2!        *     +                       !!          0.  .  .           !
 1979.3!          +  *                        !!           .  . 0.           !
 1979.4!           *+                         !!           . 0.  .           !
 1980.1!          *+                          !!           . 0.  .           !
 1980.2!          +      *                    !!           .  .  .0          !
 1980.3!            * +                       !!           . 0.  .           !
 1980.4!           +*                         !!           .  .0 .           !
 1981.1!           + *                        !!           .  .0 .           !
 1981.2!            +*                        !!           .  .0 .           !
 1981.3!          * +                         !!           . 0.  .           !
 1981.4!      *   +                           !!           0  .  .           !
 1982.1!      * +                             !!           . 0.  .           !
 1982.2!        + *                           !!           .  .0 .           !
 1982.3!          +                           !!           .  0  .           !
 1982.4!         *+                           !!           .  0  .           !
 1983.1!          +  *                        !!           .  . 0.           !
 1983.2!            +                         !!           .  0  .           !
 1983.3!           + *                        !!           .  .0 .           !
 1983.4!            +  *                      !!           .  . 0.           !
 1984.1!        *    +                        !!           0  .  .           !
 1984.2!         +                            !!           .  0  .           !
 1984.3!          + *                         !!           .  .0 .           !
 1984.4! *         +                          !!       0   .  .  .           !
 1985.1!      +      *                        !!           .  .  .0          !
 1985.2!            +*                        !!           .  .0 .           !
 1985.3!           *+                         !!           . 0.  .           !
 1985.4!           +   *                      !!           .  . 0.           !
 1986.1!             + *                      !!           .  .0 .           !
 1986.2!   *          +                       !!      0    .  .  .           !
 1986.3!        + *                           !!           .  .0 .           !
 1986.4!            +   *                     !!           .  .  0           !
 1987.1*               +                      !!    0      .  .  .           !
 1987.2!      +              *                !!           .  .  .      0    !
 1987.3!               * +                    !!           . 0.  .           !
 1987.4!             *+                       !!           . 0.  .           !
 1988.1!             + *                      !!           .  .0 .           !
 1988.2!              +  *                    !!           .  . 0.           !
 1988.3!        *      +                      !!         0 .  .  .           !
 1988.4!    *     +                           !!          0.  .  .           !
 1989.1!        +   *                         !!           .  . 0.           !
 1989.2!            +     *                   !!           .  .  .0          !
 1989.3!          *     +                     !!           0  .  .           !
 1989.4!*          +                          !!      0    .  .  .           !
 1990.1!      +            *                  !!           .  .  .    0      !
 1990.2!                +*                    !!           .  .0 .           !
 1990.3!           *   +                      !!           0  .  .           !
 1990.4!            +*                        !!           .  .0 .           !
 1991.1!             +     *                  !!           .  .  .0          !
 1991.2!          *     +                     !!          0.  .  .           !
 1991.3!           +       *                  !!           .  .  . 0         !
 1991.4!                +  *                  !!           .  . 0.           !
 1992.1!                +                     !!           .  0  .           !
 1992.2!               +                      !!           .  0  .           !
 1992.3!              +     *                 !!           .  .  .0          !
 1992.4!                +      *              !!           .  .  .0          !
 1993.1!                  +   *               !!           .  .  0           !
 1993.2!                  +                   !!           .  0  .           !
 1993.3!                +             *       !!           .  .  .     0     !
 1993.4!                     +    *           !!           .  .  0           !
 1994.1!                    +                 !!           .  0  .           !
 1994.2!                +  *                  !!           .  .0 .           !
 1994.3!                +  *                  !!           .  . 0.           !
 1994.4!                +     *               !!           .  .  .0          !
 1995.1!              *   +                   !!           .0 .  .           !
 1995.2!             *+                       !!           . 0.  .           !
 1995.3!          *  +                        !!           .0 .  .           !
 1995.4!           +   *                      !!           .  . 0.           !
 1996.1!          *   +                       !!           .0 .  .           !
 1996.2!           *+                         !!           .  0  .           !
 1996.3!         *  +                         !!           .0 .  .           !
 1996.4!     *     +                          !!          0.  .  .           !
 1997.1!         +                            !!           .  0  .           !
 1997.2!           +                          !!           .  0  .           !
 1997.3!          * +                         !!           .0 .  .           !
 1997.4!            +*                        !!           .  .0 .           !
 1998.1!             + *                      !!           .  .0 .           !
 1998.2!           *   +                      !!           .0 .  .           !
 1998.3!            +    *                    !!           .  .  0           !
 1998.4!               +   *                  !!           .  . 0.           !
 1999.1!                + *                   !!           .  .0 .           !
 1999.2!                +                     !!           .  0  .           !
 1999.3!               +  *                   !!           .  . 0.           !
 1999.4!             *  +                     !!           .0 .  .           !
 2000.1!             +    *                   !!           .  .  0           !
 2000.2!                +  *                  !!           .  . 0.           !
 2000.3!               *+                     !!           . 0.  .           !
 2000.4!              +   *                   !!           .  .  0           !
 2001.1!                +     *               !!           .  .  .0          !
 2001.2!                * +                   !!           . 0.  .           !
 2001.3!               +*                     !!           .  .0 .           !
 2001.4!            *  +                      !!           .0 .  .           !
 2002.1!             +                        !!           .  0  .           !
 2002.2!            *+                        !!           . 0.  .           !
 2002.3!          *  +                        !!           .0 .  .           !
 2002.4!       *    +                         !!           0  .  .           !
 2003.1!        *  +                          !!           .0 .  .           !
 2003.2!       *   +                          !!           0  .  .           !
 2003.3!         * +                          !!           . 0.  .           !
 2003.4!           +  *                       !!           .  .0 .           !
 2004.1!              +  *                    !!           .  . 0.           !
 2004.2!        *       +                     !!         0 .  .  .           !
 2004.3!          *+                          !!           . 0.  .           !
 2004.4!    *       +                         !!        0  .  .  .           !
 2005.1!       * +                            !!           . 0.  .           !
 2005.2!           +*                         !!           .  .0 .           !
 2005.3!             + *                      !!           .  .0 .           !
 2005.4!               +  *                   !!           .  . 0.           !
 2006.1!             *  +                     !!           .0 .  .           !
 2006.2!              +   *                   !!           .  .  0           !
 2006.3!             *  +                     !!           .0 .  .           !
 2006.4!              +*                      !!           .  .0 .           !
 2007.1!              *+                      !!           . 0.  .           !
 2007.2!              +  *                    !!           .  . 0.           !
 2007.3!          *     +                     !!          0.  .  .           !
 2007.4!         *  +                         !!           .0 .  .           !
 2008.1!            +                         !!           .  0  .           !
 2008.2!          *  +                        !!           .0 .  .           !
 2008.3!       *    +                         !!           0  .  .           !
 2008.4!           +  *                       !!           .  . 0.           !
 2009.1!              *+                      !!           . 0.  .           !
 2009.2!           *  +                       !!           .0 .  .           !
 2009.3!             +    *                   !!           .  .  0           !
 2009.4!                *+                    !!           .  0  .           !
 2010.1!              * +                     !!           . 0.  .           !
 2010.2!            *  +                      !!           .0 .  .           !
 2010.3!           * +                        !!           . 0.  .           !
 2010.4!     *       +                        !!         0 .  .  .           !
 2011.1!          +    *                      !!           .  .  .0          !
 2011.2!               +                      *!           .  .  .           0
 2011.3!                           +    *     !!           .  .  .0          !
 2011.4!              *         +             !!        0  .  .  .           !
 2012.1!              +    *                  !!           .  .  0           !
 2012.2!          *      +                    !!         0 .  .  .           !
 2012.3!            +  *                      !!           .  . 0.           !
 2012.4!              *+                      !!           .  0  .           !


     23.60 percent of the residuals exceed 1 SE
      5.06 percent of the residuals exceed 2 SE
@@EQ 1417 LAAVIVE C LAVIVE(-1) PVIVE;SMPL 2013.1 2012.4;OLS;EST 1417 PLOT=0;EN
@@EQ 1418 LAANIVE C LANIVE(-1) PNIVE;SMPL 2004.3 2012.4;OLS;EST 1418 PLOT=0;EN
@@EQ 1419 LAAALVE C LAALVE(-1) PALVE;SMPL 2013.1 2012.4;OLS;EST 1419 PLOT=0;EN
@@EQ 1420 LAAIAVE C LAIAVE(-1) PIAVE;SMPL 1989.3 2012.4;OLS;EST 1420 PLOT=0;EN
@@EQ 1421 LAAINVE C LAINVE(-1) PINVE;SMPL 2000.3 2012.4;OLS;EST 1421 PLOT=0;EN
@@EQ 1422 LAAIQVE C LAIQVE(-1) PIQVE;SMPL 2004.3 2012.4;OLS;EST 1422 PLOT=0;EN
@@EQ 1423 LAAKUVE C LAKUVE(-1) PKUVE;SMPL 2000.3 2012.4;OLS;EST 1423 PLOT=0;EN
@@EQ 1424 LAALIVE C LALIVE(-1) PLIVE;SMPL 2013.1 2012.4;OLS;EST 1424 PLOT=0;EN
@@EQ 1425 LAAUAVE C LAUAVE(-1) PUAVE;SMPL 2000.3 2012.4;OLS;EST 1425 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSCO=USPX$/COPMM;                                                      
 GENR LAAUSCO=LOG(AAUSCO+.00001);                                             
 GENR LAUSCO=LOG(AUSCO+.00001);                                               
 LHS AAUSCO=EXP(LAAUSCO)-.00001;                                              
  EQ 1426 LAAUSCO C LAUSCO(-1) PUSCO;                                         
EQUATION 1024  LAAUSCO  
   RHS     C  LAUSCO(-1)  PUSCO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1024 PLOT=0;END;                                                     

Equation number = 1024
**********************

Dependent variable = LAAUSCO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -1.039631884

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.199771750       0.062985871  -3.17169     1.000000
13481 LAUSCO  ( -1)       0.720071699       0.050482688  14.26374    -1.038130
13479 PUSCO   (  0)      -0.078235972       0.050053267  -1.56305     1.180177

SE of equation            =     0.085514453
Sum of squared residuals  =  1.35285352       0.275179879E-11
Average absolute error    =     0.064253652
Sum of ABS residuals      =  12.0796865    
R squared                 =   0.58278
Durbin-Watson statistic   =   2.57046
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                 +    *!          .   .   0          !
 1966.2!                            *    +    !!          .0  .   .          !
 1966.3!                          +           !!          .   0   .          !
 1966.4!                        +*            !!          .   .0  .          !
 1967.1!                       +           *  !!          .   .   .    0     !
 1967.2!                            * +       !!          . 0 .   .          !
 1967.3!                         +            !!          .   0   .          !
 1967.4!                       +      *       !!          .   .   . 0        !
 1968.1!                           +       *  !!          .   .   .  0       !
 1968.2!                              +     * !!          .   .   0          !
 1968.3!                               +    * !!          .   .   0          !
 1968.4!                               +      *!          .   .   .0         !
 1969.1!                *               +     !!  0       .   .   .          !
 1969.2!                 +                  * !!          .   .   .          0
 1969.3!                               +      !!          .   0   .          !
 1969.4!                           +  *       !!          .   . 0 .          !
 1970.1!                           +       *  !!          .   .   . 0        !
 1970.2!                              + *     !!          .   . 0 .          !
 1970.3!                            +   *     !!          .   .  0.          !
 1970.4!                            + *       !!          .   .0  .          !
 1971.1!                          +     *     !!          .   .   0          !
 1971.2!                       *    +         !!          0   .   .          !
 1971.3!                      +         *     !!          .   .   .   0      !
 1971.4!                  *          +        !!      0   .   .   .          !
 1972.1!                  +      *            !!          .   .   .0         !
 1972.2!           *            +             !!    0     .   .   .          !
 1972.3!             +   *                    !!          .   .  0.          !
 1972.4!                  + *                 !!          .   . 0 .          !
 1973.1!                    +       *         !!          .   .   . 0        !
 1973.2!                          +           !!          .   0   .          !
 1973.3!                        +          *  !!          .   .   .   0      !
 1973.4!                            *  +      !!          . 0 .   .          !
 1974.1!                          +    *      !!          .   .   0          !
 1974.2!                            +*        !!          .   0   .          !
 1974.3!                          +*          !!          .   0   .          !
 1974.4!                       * +            !!          .  0.   .          !
 1975.1!                      +    *          !!          .   .  0.          !
 1975.2!                         +    *       !!          .   .   0          !
 1975.3!                         * +          !!          .  0.   .          !
 1975.4!                       +         *    !!          .   .   .  0       !
 1976.1!                            *+        !!          .  0.   .          !
 1976.2!                          +*          !!          .   .0  .          !
 1976.3!                        *+            !!          .  0.   .          !
 1976.4!                      +   *           !!          .   .  0.          !
 1977.1!                   *    +             !!          0   .   .          !
 1977.2!                *  +                  !!          . 0 .   .          !
 1977.3!             *  +                     !!          .0  .   .          !
 1977.4!              +                       !!          .   0   .          !
 1978.1!               +    *                 !!          .   .   0          !
 1978.2!                   *+                 !!          .  0.   .          !
 1978.3!                  *+                  !!          .  0.   .          !
 1978.4!                   +           *      !!          .   .   .    0     !
 1979.1!                    *       +         !!        0 .   .   .          !
 1979.2!                    +          *      !!          .   .   .   0      !
 1979.3!                            +         !!          .   0   .          !
 1979.4!                          +  *        !!          .   .  0.          !
 1980.1!                           +        * !!          .   .   .  0       !
 1980.2!                                +*    !!          .   .0  .          !
 1980.3!                             +        !!          .  0.   .          !
 1980.4!                          +  *        !!          .   . 0 .          !
 1981.1!                         *+           !!          .   0   .          !
 1981.2!                      *+              !!          .  0.   .          !
 1981.3!                     +                !!          .   0   .          !
 1981.4!                    +  *              !!          .   . 0 .          !
 1982.1!                  *  +                !!          . 0 .   .          !
 1982.2!                  + *                 !!          .   .0  .          !
 1982.3!                   +*                 !!          .   .0  .          !
 1982.4!                   +*                 !!          .   0   .          !
 1983.1!                   +  *               !!          .   . 0 .          !
 1983.2!             *       +                !!        0 .   .   .          !
 1983.3!              + *                     !!          .   . 0 .          !
 1983.4!      *         +                     !!      0   .   .   .          !
 1984.1!         +                            !!          .   0   .          !
 1984.2!          *+                          !!          .  0.   .          !
 1984.3!         * +                          !!          . 0 .   .          !
 1984.4!           +   *                      !!          .   .   0          !
 1985.1!              *+                      !!          .  0.   .          !
 1985.2!              +*                      !!          .   0   .          !
 1985.3!             * +                      !!          . 0 .   .          !
 1985.4!              +                       !!          .   0   .          !
 1986.1!               +    *                 !!          .   .   0          !
 1986.2!            *       +                 !!        0 .   .   .          !
 1986.3!           *  +                       !!          . 0 .   .          !
 1986.4!             +*                       !!          .   .0  .          !
 1987.1!                +      *              !!          .   .   . 0        !
 1987.2!               *      +               !!         0.   .   .          !
 1987.3!                 +  *                 !!          .   .  0.          !
 1987.4!                     +  *             !!          .   .  0.          !
 1988.1!                   *    +             !!          .0  .   .          !
 1988.2!                  *+                  !!          .  0.   .          !
 1988.3!                  +*                  !!          .   .0  .          !
 1988.4!                 * +                  !!          . 0 .   .          !
 1989.1!                 +   *                !!          .   .  0.          !
 1989.2!                    +                 !!          .   0   .          !
 1989.3!                   + *                !!          .   .0  .          !
 1989.4!                 *  +                 !!          . 0 .   .          !
 1990.1!                 +       *            !!          .   .   . 0        !
 1990.2!                     * +              !!          .  0.   .          !
 1990.3!                     +*               !!          .   . 0 .          !
 1990.4!     *               +                !! 0        .   .   .          !
 1991.1!         +           *                !!          .   .   .     0    !
 1991.2!                   *+                 !!          .  0.   .          !
 1991.3!               *  +                   !!          .0  .   .          !
 1991.4!                +      *              !!          .   .   .0         !
 1992.1!                      +     *         !!          .   .   .0         !
 1992.2!                         +     *      !!          .   .   0          !
 1992.3!                *           +         !!     0    .   .   .          !
 1992.4!                +            *        !!          .   .   .     0    !
 1993.1!           *              +           !!   0      .   .   .          !
 1993.2!            *+                        !!          .  0.   .          !
 1993.3!       *     +                        !!          0   .   .          !
 1993.4!         +   *                        !!          .   .  0.          !
 1994.1!   *         +                        !!      0   .   .   .          !
 1994.2!*    +                                !!          0   .   .          !
 1994.3!    +    *                            !!          .   .   0          !
 1994.4!        *  +                          !!          . 0 .   .          !
 1995.1!          +  *                        !!          .   .  0.          !
 1995.2!         *    +                       !!          0   .   .          !
 1995.3!          *+                          !!          .   0   .          !
 1995.4!        *  +                          !!          . 0 .   .          !
 1996.1!          +       *                   !!          .   .   .  0       !
 1996.2!               *  +                   !!          . 0 .   .          !
 1996.3!               + *                    !!          .   .0  .          !
 1996.4!               * +                    !!          .  0.   .          !
 1997.1!               +*                     !!          .   0   .          !
 1997.2!                + *                   !!          .   .0  .          !
 1997.3!            *    +                    !!          0   .   .          !
 1997.4!           * +                        !!          . 0 .   .          !
 1998.1!     *      +                         !!         0.   .   .          !
 1998.2!     * +                              !!          . 0 .   .          !
 1998.3*       +                              !!        0 .   .   .          !
 1998.4!  + *                                 !!          .   .0  .          !
 1999.1!      +          *                    !!          .   .   .   0      !
 1999.2!                +       *             !!          .   .   . 0        !
 1999.3!             *       +                !!        0 .   .   .          !
 1999.4!              +    *                  !!          .   .   0          !
 2000.1!                 *+                   !!          .  0.   .          !
 2000.2!           *     +                    !!          0   .   .          !
 2000.3!             +  *                     !!          .   . 0 .          !
 2000.4!                +*                    !!          .   .0  .          !
 2001.1!                *+                    !!          .  0.   .          !
 2001.2!        *       +                     !!        0 .   .   .          !
 2001.3!          +                           !!          .   0   .          !
 2001.4!        *   +                         !!          .0  .   .          !
 2002.1!         * +                          !!          .  0.   .          !
 2002.2!         * +                          !!          . 0 .   .          !
 2002.3!          *+                          !!          .  0.   .          !
 2002.4!          * +                         !!          .  0.   .          !
 2003.1!           * +                        !!          . 0 .   .          !
 2003.2!        *    +                        !!          0   .   .          !
 2003.3!           + *                        !!          .   .0  .          !
 2003.4!           *  +                       !!          .0  .   .          !
 2004.1!          *  +                        !!          . 0 .   .          !
 2004.2!          * +                         !!          . 0 .   .          !
 2004.3!         *  +                         !!          .0  .   .          !
 2004.4!            + *                       !!          .   .0  .          !
 2005.1!             * +                      !!          . 0 .   .          !
 2005.2!          *    +                      !!          0   .   .          !
 2005.3!       *     +                        !!         0.   .   .          !
 2005.4!        *  +                          !!          . 0 .   .          !
 2006.1!       *    +                         !!          .0  .   .          !
 2006.2!        *  +                          !!          . 0 .   .          !
 2006.3!        *   +                         !!          .0  .   .          !
 2006.4!          * +                         !!          .  0.   .          !
 2007.1!          *  +                        !!          . 0 .   .          !
 2007.2!        *    +                        !!          0   .   .          !
 2007.3!         * +                          !!          . 0 .   .          !
 2007.4!            *+                        !!          .  0.   .          !
 2008.1!              +         *             !!          .   .   .  0       !
 2008.2!                     * +              !!          . 0 .   .          !
 2008.3!                     +*               !!          .   0   .          !
 2008.4!                 *    +               !!          0   .   .          !
 2009.1!                  + *                 !!          .   . 0 .          !
 2009.2!               *     +                !!          0   .   .          !
 2009.3!                 +                    !!          .   0   .          !
 2009.4!                  +    *              !!          .   .   0          !
 2010.1!                       + *            !!          .   . 0 .          !
 2010.2!                   *    +             !!          0   .   .          !
 2010.3!            *       +                 !!        0 .   .   .          !
 2010.4!               +  *                   !!          .   .  0.          !
 2011.1!                 * +                  !!          . 0 .   .          !
 2011.2!               *  +                   !!          .0  .   .          !
 2011.3!        *        +                    !!        0 .   .   .          !
 2011.4!            +*                        !!          .   .0  .          !
 2012.1!             * +                      !!          . 0 .   .          !
 2012.2!               *+                     !!          .  0.   .          !
 2012.3!                +*                    !!          .   .0  .          !
 2012.4!                   +*                 !!          .   .0  .          !


     25.53 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCACO=CAPX$/COPMM;                                                      
 GENR LAACACO=LOG(AACACO+.00001);                                             
 GENR LACACO=LOG(ACACO+.00001);                                               
 LHS AACACO=EXP(LAACACO)-.00001;                                              
  EQ 1427 LAACACO C LACACO(-1) PCACO;                                         
EQUATION 1025  LAACACO  
   RHS     C  LACACO(-1)  PCACO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1025 PLOT=0;END;                                                     

Equation number = 1025
**********************

Dependent variable = LAACACO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.591937580

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.557574889       0.266702923  -2.09062     1.000000
13484 LACACO  ( -1)       0.709282966       0.052725723  13.45231    -3.586984
13482 PCACO   (  0)      -0.465906748       0.260244767  -1.79026     1.052090

SE of equation            =     0.237002781
Sum of squared residuals  =  10.3915089      -0.349924534E-10
Average absolute error    =     0.188210081
Sum of ABS residuals      =  35.3834951    
R squared                 =   0.56272
Durbin-Watson statistic   =   2.47839
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                     +                !!          .   0   .          !
 1966.2!                   + *                !!          .   . 0 .          !
 1966.3!                  +                   !!          .   0   .          !
 1966.4!                +     *               !!          .   .   0          !
 1967.1!                   + *                !!          .   . 0 .          !
 1967.2!                  +     *             !!          .   .   .0         !
 1967.3!                    +                 !!          .   0   .          !
 1967.4!                *+                    !!          .  0.   .          !
 1968.1!           * +                        !!          .  0.   .          !
 1968.2!           +   *                      !!          .   .  0.          !
 1968.3!              +*                      !!          .   .0  .          !
 1968.4!            * +                       !!          .  0.   .          !
 1969.1!            +      *                  !!          .   .   . 0        !
 1969.2!         *       +                    !!        0 .   .   .          !
 1969.3!          +   *                       !!          .   .  0.          !
 1969.4!             +                        !!          .   0   .          !
 1970.1!            +   *                     !!          .   . 0 .          !
 1970.2!     *        +                       !!       0  .   .   .          !
 1970.3!      +   *                           !!          .   .  0.          !
 1970.4!          +       *                   !!          .   .   . 0        !
 1971.1!           *    +                     !!          .0  .   .          !
 1971.2!           +                          !!          .   0   .          !
 1971.3!           +  *                       !!          .   . 0 .          !
 1971.4!             +*                       !!          .   .0  .          !
 1972.1!              +      *                !!          .   .   .0         !
 1972.2!                  *+                  !!          .   0   .          !
 1972.3!            *   +                     !!          0   .   .          !
 1972.4!            +        *                !!          .   .   .  0       !
 1973.1!                   +  *               !!          .   . 0 .          !
 1973.2!                    +  *              !!          .   . 0 .          !
 1973.3!                 *   +                !!          .0  .   .          !
 1973.4!             *  +                     !!          . 0 .   .          !
 1974.1!           * +                        !!          . 0 .   .          !
 1974.2!           +*                         !!          .   .0  .          !
 1974.3!        *   +                         !!          .0  .   .          !
 1974.4!          +     *                     !!          .   .   0          !
 1975.1!               + *                    !!          .   . 0 .          !
 1975.2!             *   +                    !!          .0  .   .          !
 1975.3!        *    +                        !!          0   .   .          !
 1975.4!         +*                           !!          .   .0  .          !
 1976.1!          +  *                        !!          .   . 0 .          !
 1976.2!            +      *                  !!          .   .   .0         !
 1976.3!                 + *                  !!          .   . 0 .          !
 1976.4!                 +    *               !!          .   .   0          !
 1977.1!         *         +                  !!      0   .   .   .          !
 1977.2!          +       *                   !!          .   .   . 0        !
 1977.3!            *   +                     !!          .0  .   .          !
 1977.4!           * +                        !!          .  0.   .          !
 1978.1!         *  +                         !!          . 0 .   .          !
 1978.2!           +     *                    !!          .   .   0          !
 1978.3!                 + *                  !!          .   . 0 .          !
 1978.4!                *  +                  !!          . 0 .   .          !
 1979.1!           *    +                     !!          0   .   .          !
 1979.2!         *   +                        !!          .0  .   .          !
 1979.3!           + *                        !!          .   .0  .          !
 1979.4!            * +                       !!          . 0 .   .          !
 1980.1!            +        *                !!          .   .   .  0       !
 1980.2!                   +     *            !!          .   .   0          !
 1980.3!                      +         *     !!          .   .   .   0      !
 1980.4!                           + *        !!          .   .0  .          !
 1981.1!                        *+            !!          .  0.   .          !
 1981.2!                     +*               !!          .   .0  .          !
 1981.3!                *   +                 !!          . 0 .   .          !
 1981.4!               +        *             !!          .   .   . 0        !
 1982.1!                     +      *         !!          .   .   .0         !
 1982.2!                 *     +              !!         0.   .   .          !
 1982.3!                +   *                 !!          .   .  0.          !
 1982.4!                  +   *               !!          .   .  0.          !
 1983.1!               *    +                 !!          .0  .   .          !
 1983.2!               +        *             !!          .   .   .  0       !
 1983.3!                    +                 !!          .   0   .          !
 1983.4!                  +                   *!          .   .   .          0
 1984.1!                *              +      !!   0      .   .   .          !
 1984.2!               +           *          !!          .   .   .    0     !
 1984.3!                      + *             !!          .   .0  .          !
 1984.4!                    +  *              !!          .   . 0 .          !
 1985.1!                *   +                 !!          .0  .   .          !
 1985.2!               +   *                  !!          .   .  0.          !
 1985.3!                 +                    !!          .   0   .          !
 1985.4!                 +                    !!          .   0   .          !
 1986.1!                 +       *            !!          .   .   . 0        !
 1986.2!                   *   +              !!          .0  .   .          !
 1986.3!                   +    *             !!          .   .   0          !
 1986.4!                      +     *         !!          .   .   0          !
 1987.1!                         +       *    !!          .   .   .0         !
 1987.2!                             +       *!!          .   .   . 0        !
 1987.3!                                +  *  !!          .   . 0 .          !
 1987.4!                        *      +      !!         0.   .   .          !
 1988.1!                        + *           !!          .   . 0 .          !
 1988.2!                       *+             !!          .  0.   .          !
 1988.3!                     + *              !!          .   .0  .          !
 1988.4!                     +            *   !!          .   .   .     0    !
 1989.1!                         *  +         !!          .0  .   .          !
 1989.2!                  *   +               !!          .0  .   .          !
 1989.3!            *    +                    !!          .0  .   .          !
 1989.4!             +          *             !!          .   .   .    0     !
 1990.1!                      +    *          !!          .   .   0          !
 1990.2!                *       +             !!        0 .   .   .          !
 1990.3!               +     *                !!          .   .   0          !
 1990.4!             *      +                 !!         0.   .   .          !
 1991.1!              +    *                  !!          .   .  0.          !
 1991.2!          *       +                   !!        0 .   .   .          !
 1991.3!            +    *                    !!          .   .   0          !
 1991.4!            *    +                    !!          .0  .   .          !
 1992.1!             *+                       !!          .  0.   .          !
 1992.2!              +      *                !!          .   .   .0         !
 1992.3!                   *+                 !!          .   0   .          !
 1992.4!      *           +                   !!    0     .   .   .          !
 1993.1!         + *                          !!          .   . 0 .          !
 1993.2!        *   +                         !!          0   .   .          !
 1993.3!         + *                          !!          .   .0  .          !
 1993.4!       *   +                          !!          .0  .   .          !
 1994.1!        +    *                        !!          .   .   0          !
 1994.2!            +   *                     !!          .   .  0.          !
 1994.3!              +                       !!          .   .0  .          !
 1994.4!             +*                       !!          .   .0  .          !
 1995.1!             +  *                     !!          .   .  0.          !
 1995.2!         *     +                      !!         0.   .   .          !
 1995.3!  *       +                           !!        0 .   .   .          !
 1995.4!    +  *                              !!          .   . 0 .          !
 1996.1!        +     *                       !!          .   .   .0         !
 1996.2!              + *                     !!          .   . 0 .          !
 1996.3!       *        +                     !!       0  .   .   .          !
 1996.4!        +      *                      !!          .   .   .0         !
 1997.1!            * +                       !!          .  0.   .          !
 1997.2!          *  +                        !!          . 0 .   .          !
 1997.3*           +                          !!      0   .   .   .          !
 1997.4!   +          *                       !!          .   .   .   0      !
 1998.1!    *        +                        !!       0  .   .   .          !
 1998.2!     +*                               !!          .   .0  .          !
 1998.3!   *   +                              !!          .0  .   .          !
 1998.4!*   +                                 !!          .0  .   .          !
 1999.1! + *                                  !!          .   .0  .          !
 1999.2!*    +                                !!          0   .   .          !
 1999.3!    +  *                              !!          .   .  0.          !
 1999.4!      *  +                            !!          . 0 .   .          !
 2000.1!        +  *                          !!          .   . 0 .          !
 2000.2!      *     +                         !!          0   .   .          !
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 2000.4!         *   +                        !!          . 0 .   .          !
 2001.1!        *  +                          !!          . 0 .   .          !
 2001.2!          +*                          !!          .   .0  .          !
 2001.3!           *+                         !!          .  0.   .          !
 2001.4!            +*                        !!          .   0   .          !
 2002.1!           * +                        !!          . 0 .   .          !
 2002.2!         *  +                         !!          . 0 .   .          !
 2002.3!        *  +                          !!          . 0 .   .          !
 2002.4!          +                           !!          .   0   .          !
 2003.1!        *  +                          !!          .0  .   .          !
 2003.2!  *       +                           !!        0 .   .   .          !
 2003.3!     +*                               !!          .   0   .          !
 2003.4!        +  *                          !!          .   . 0 .          !
 2004.1!      *     +                         !!          0   .   .          !
 2004.2!        +     *                       !!          .   .   0          !
 2004.3!        *    +                        !!          0   .   .          !
 2004.4!        *+                            !!          .  0.   .          !
 2005.1!         + *                          !!          .   .0  .          !
 2005.2!       *    +                         !!          0   .   .          !
 2005.3!  *     +                             !!          0   .   .          !
 2005.4!     +   *                            !!          .   .   0          !
 2006.1!       *  +                           !!          . 0 .   .          !
 2006.2!     *   +                            !!          .0  .   .          !
 2006.3!       +*                             !!          .   .0  .          !
 2006.4!    *     +                           !!         0.   .   .          !
 2007.1!      +    *                          !!          .   .   0          !
 2007.2!     *     +                          !!          0   .   .          !
 2007.3!       +                              !!          .   0   .          !
 2007.4!      * +                             !!          . 0 .   .          !
 2008.1!     * +                              !!          .  0.   .          !
 2008.2!     * +                              !!          .  0.   .          !
 2008.3!       +                              !!          .   0   .          !
 2008.4! *       +                            !!        0 .   .   .          !
 2009.1!      +                               !!          .   0   .          !
 2009.2!         +*                           !!          .   0   .          !
 2009.3!        *  +                          !!          . 0 .   .          !
 2009.4!  *       +                           !!        0 .   .   .          !
 2010.1!  *  +                                !!          . 0 .   .          !
 2010.2! *   +                                !!          .0  .   .          !
 2010.3! *   +                                !!          .0  .   .          !
 2010.4!    +  *                              !!          .   . 0 .          !
 2011.1*         +                            !!       0  .   .   .          !
 2011.2*   +                                  !!          .0  .   .          !
 2011.3! * +                                  !!          . 0 .   .          !
 2011.4!    + *                               !!          .   .0  .          !
 2012.1!   *    +                             !!          0   .   .          !
 2012.2! *    +                               !!          0   .   .          !
 2012.3! *   +                                !!          . 0 .   .          !
 2012.4!   * +                                !!          . 0 .   .          !


     28.72 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ  1428 LAAJACO C LAJACO(-1) PJACO;SMPL 1966.1 2012.4;OLS;EST 1428 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUCO=AUPX$/COPMM;                                                      
 GENR LAAAUCO=LOG(AAAUCO+.00001);                                             
 GENR LAAUCO=LOG(AAUCO+.00001);                                               
 LHS AAAUCO=EXP(LAAAUCO)-.00001;                                              
  EQ 1429 LAAAUCO C LAAUCO(-1) PAUCO;                                         
EQUATION 1026  LAAAUCO  
   RHS     C  LAAUCO(-1)  PAUCO  
 SMPL 1973.2 2012.4;                                                          
Sample period is now  1973.2 to  2012.4 Internally:    86 to   244
 OLS;EST 1026 PLOT=0;END;                                                     

Equation number = 1026
**********************

Dependent variable = LAAAUCO 

 1973.2 -   2012.4,    0 missing obs.,  159 obs. used.

Mean of dependent variable       -5.875823348

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.663596446       0.406429078  -9.01411     1.000000
13487 LAAUCO  ( -1)       0.244454424       0.076461339   3.19710    -5.878329
13485 PAUCO   (  0)      -0.737220348       0.157790389  -4.67215     1.051576

SE of equation            =     0.311720108
Sum of squared residuals  =  15.1584304       0.221511698E-10
Average absolute error    =     0.236928103
Sum of ABS residuals      =  37.6715683    
R squared                 =   0.26283
Durbin-Watson statistic   =   2.16144
SMPL and No. Obs.         = 1973.2   2012.4    159

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.2!                *+                    !!          .   0   .          !
 1973.3*                 +                    !!  0       .   .   .          !
 1973.4!             +   *                    !!          .   . 0 .          !
 1974.1!            *      +                  !!         0.   .   .          !
 1974.2!                 +                    *!          .   .   .          0
 1974.3!                        +     *       !!          .   .   .0         !
 1974.4!            *         +               !!       0  .   .   .          !
 1975.1!                +            *        !!          .   .   .    0     !
 1975.2!      *              +                !!    0     .   .   .          !
 1975.3!            *   +                     !!          .0  .   .          !
 1975.4!                 +  *                 !!          .   . 0 .          !
 1976.1!             *      +                 !!          0   .   .          !
 1976.2!          *       +                   !!        0 .   .   .          !
 1976.3!                 +*                   !!          .   0   .          !
 1976.4!                  + *                 !!          .   .0  .          !
 1977.1!           *      +                   !!         0.   .   .          !
 1977.2!           *   +                      !!          .0  .   .          !
 1977.3!        *      +                      !!         0.   .   .          !
 1977.4!              +*                      !!          .   .0  .          !
 1978.1!          *     +                     !!          0   .   .          !
 1978.2!        *      +                      !!         0.   .   .          !
 1978.3!               +*                     !!          .   .0  .          !
 1978.4!                +                     !!          .   0   .          !
 1979.1!          *      +                    !!          0   .   .          !
 1979.2!            *   +                     !!          .0  .   .          !
 1979.3!          *     +                     !!          0   .   .          !
 1979.4!               +   *                  !!          .   .  0.          !
 1980.1!       *          +                   !!      0   .   .   .          !
 1980.2!               +  *                   !!          .   . 0 .          !
 1980.3!                  +                   !!          .   0   .          !
 1980.4!                  +    *              !!          .   .  0.          !
 1981.1!         *           +                !!      0   .   .   .          !
 1981.2!                 +   *                !!          .   . 0 .          !
 1981.3!               *     +                !!          0   .   .          !
 1981.4!                 *+                   !!          .  0.   .          !
 1982.1!             *     +                  !!          0   .   .          !
 1982.2!                  +  *                !!          .   . 0 .          !
 1982.3!                 *  +                 !!          .0  .   .          !
 1982.4!                    + *               !!          .   . 0 .          !
 1983.1!             *       +                !!         0.   .   .          !
 1983.2!                   +*                 !!          .   .0  .          !
 1983.3!                     +        *       !!          .   .   . 0        !
 1983.4!                   *   +              !!          .0  .   .          !
 1984.1!              *      +                !!          0   .   .          !
 1984.2!                   +   *              !!          .   .  0.          !
 1984.3!            *         +               !!       0  .   .   .          !
 1984.4!              *    +                  !!          0   .   .          !
 1985.1!                    +    *            !!          .   .   0          !
 1985.2!                      *+              !!          .   0   .          !
 1985.3!                    *+                !!          .  0.   .          !
 1985.4!                    + *               !!          .   . 0 .          !
 1986.1!                    +*                !!          .   .0  .          !
 1986.2!                   +  *               !!          .   . 0 .          !
 1986.3!                   +      *           !!          .   .   .0         !
 1986.4!                   +            *     !!          .   .   .    0     !
 1987.1!                     + *              !!          .   . 0 .          !
 1987.2!                   +    *             !!          .   .   0          !
 1987.3!             *      +                 !!         0.   .   .          !
 1987.4!                +         *           !!          .   .   .  0       !
 1988.1!                  *+                  !!          .  0.   .          !
 1988.2!                 +  *                 !!          .   . 0 .          !
 1988.3!             *    +                   !!          0   .   .          !
 1988.4!           *    +                     !!          0   .   .          !
 1989.1!               +*                     !!          .   0   .          !
 1989.2!                 +      *             !!          .   .   .0         !
 1989.3!                *  +                  !!          . 0 .   .          !
 1989.4!                +         *           !!          .   .   .  0       !
 1990.1!                 +     *              !!          .   .   0          !
 1990.2!                 +    *               !!          .   .  0.          !
 1990.3!                +  *                  !!          .   . 0 .          !
 1990.4!              *+                      !!          .   0   .          !
 1991.1!               +                      !!          .   .0  .          !
 1991.2!    *          +                      !!      0   .   .   .          !
 1991.3!             + *                      !!          .   . 0 .          !
 1991.4!               +    *                 !!          .   .   0          !
 1992.1!            *   +                     !!          .0  .   .          !
 1992.2!              +                  *    !!          .   .   .         0!
 1992.3!                * +                   !!          .  0.   .          !
 1992.4!           * +                        !!          . 0 .   .          !
 1993.1!        *     +                       !!          0   .   .          !
 1993.2!            + *                       !!          .   .0  .          !
 1993.3!            +*                        !!          .   .0  .          !
 1993.4!           +     *                    !!          .   .   0          !
 1994.1!      *      +                        !!          0   .   .          !
 1994.2!         +  *                         !!          .   .  0.          !
 1994.3!         +                            !!          .   0   .          !
 1994.4!*        +                            !!       0  .   .   .          !
 1995.1!      +*                              !!          .   .0  .          !
 1995.2!       * +                            !!          .  0.   .          !
 1995.3!      * +                             !!          . 0 .   .          !
 1995.4!      * +                             !!          .  0.   .          !
 1996.1!        +*                            !!          .   .0  .          !
 1996.2!        *  +                          !!          . 0 .   .          !
 1996.3!        *  +                          !!          . 0 .   .          !
 1996.4!          *+                          !!          .  0.   .          !
 1997.1!        *   +                         !!          .0  .   .          !
 1997.2!       *    +                         !!          0   .   .          !
 1997.3!      *      +                        !!         0.   .   .          !
 1997.4!      *    +                          !!          0   .   .          !
 1998.1!        *   +                         !!          .0  .   .          !
 1998.2!     *    +                           !!          .0  .   .          !
 1998.3!         +*                           !!          .   .0  .          !
 1998.4!       *+                             !!          .  0.   .          !
 1999.1!   *   +                              !!          .0  .   .          !
 1999.2!       *  +                           !!          . 0 .   .          !
 1999.3!        *   +                         !!          .0  .   .          !
 1999.4!             +*                       !!          .   .0  .          !
 2000.1!               + *                    !!          .   .0  .          !
 2000.2!                 + *                  !!          .   .0  .          !
 2000.3!               *  +                   !!          . 0 .   .          !
 2000.4!                 *+                   !!          .  0.   .          !
 2001.1!                 +  *                 !!          .   . 0 .          !
 2001.2!              *   +                   !!          .0  .   .          !
 2001.3!              *  +                    !!          . 0 .   .          !
 2001.4!                 +*                   !!          .   .0  .          !
 2002.1!                  +      *            !!          .   .   .0         !
 2002.2!                *  +                  !!          . 0 .   .          !
 2002.3!               *+                     !!          .  0.   .          !
 2002.4!                + *                   !!          .   .0  .          !
 2003.1!                +   *                 !!          .   .  0.          !
 2003.2!                +   *                 !!          .   . 0 .          !
 2003.3!                +                     !!          .   0   .          !
 2003.4!              *+                      !!          .  0.   .          !
 2004.1!       *      +                       !!          0   .   .          !
 2004.2!             +       *                !!          .   .   . 0        !
 2004.3!                +         *           !!          .   .   .  0       !
 2004.4!               * +                    !!          . 0 .   .          !
 2005.1!              + *                     !!          .   .0  .          !
 2005.2!            *   +                     !!          .0  .   .          !
 2005.3!               +         *            !!          .   .   .  0       !
 2005.4!                  *+                  !!          .  0.   .          !
 2006.1!                + *                   !!          .   .0  .          !
 2006.2!                 + *                  !!          .   . 0 .          !
 2006.3!                 +     *              !!          .   .   0          !
 2006.4!                  +             *     !!          .   .   .     0    !
 2007.1!                    +*                !!          .   .0  .          !
 2007.2!                 +     *              !!          .   .   .0         !
 2007.3!                 + *                  !!          .   .0  .          !
 2007.4!                +      *              !!          .   .   .0         !
 2008.1!                 +   *                !!          .   .  0.          !
 2008.2!                +*                    !!          .   0   .          !
 2008.3!                +        *            !!          .   .   . 0        !
 2008.4!                   +*                 !!          .   .0  .          !
 2009.1!                 +  *                 !!          .   . 0 .          !
 2009.2!                 + *                  !!          .   .0  .          !
 2009.3!             *  +                     !!          . 0 .   .          !
 2009.4!               + *                    !!          .   .0  .          !
 2010.1!                 +  *                 !!          .   .  0.          !
 2010.2!                 * +                  !!          .  0.   .          !
 2010.3!                 +    *               !!          .   .  0.          !
 2010.4!                *  +                  !!          . 0 .   .          !
 2011.1!               * +                    !!          . 0 .   .          !
 2011.2!                 +   *                !!          .   .   0          !
 2011.3!                  +                   !!          .  0.   .          !
 2011.4!                  +   *               !!          .   .  0.          !
 2012.1!                  *+                  !!          .  0.   .          !
 2012.2!                  +  *                !!          .   . 0 .          !
 2012.3!                   + *                !!          .   .0  .          !
 2012.4!                   + *                !!          .   .0  .          !


     27.04 percent of the residuals exceed 1 SE
      5.03 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRCO=FRPX$/COPMM;                                                      
 GENR LAAFRCO=LOG(AAFRCO+.00001);                                             
 GENR LAFRCO=LOG(AFRCO+.00001);                                               
 LHS AAFRCO=EXP(LAAFRCO)-.00001;                                              
  EQ 1430 LAAFRCO C LAFRCO(-1) PFRCO;                                         
EQUATION 1027  LAAFRCO  
   RHS     C  LAFRCO(-1)  PFRCO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1027 PLOT=0;END;                                                     

Equation number = 1027
**********************

Dependent variable = LAAFRCO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.641153860

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.719092839       0.210416735  -3.41747     1.000000
13490 LAFRCO  ( -1)       0.717907162       0.050251159  14.28638    -3.645335
13488 PFRCO   (  0)      -0.253491848       0.141921811  -1.78614     1.203387

SE of equation            =     0.285672359
Sum of squared residuals  =  15.0976089       0.482369700E-11
Average absolute error    =     0.220420482
Sum of ABS residuals      =  41.4390507    
R squared                 =   0.56977
Durbin-Watson statistic   =   2.37711
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!            * +                       !!          . 0 .   .          !
 1966.2!              +                       !!          .  0.   .          !
 1966.3!             *  +                     !!          . 0 .   .          !
 1966.4!      *         +                     !!      0   .   .   .          !
 1967.1*          +                           !!    0     .   .   .          !
 1967.2!*    +                                !!         0.   .   .          !
 1967.3! *    +                               !!          0   .   .          !
 1967.4*      +                               !!       0  .   .   .          !
 1968.1!    +  *                              !!          .   . 0 .          !
 1968.2!    *      +                          !!        0 .   .   .          !
 1968.3!        *+                            !!          .  0.   .          !
 1968.4!       *   +                          !!          0   .   .          !
 1969.1!          *+                          !!          .  0.   .          !
 1969.2!   *         +                        !!     0    .   .   .          !
 1969.3!        +    *                        !!          .   .   0          !
 1969.4!       *        +                     !!      0   .   .   .          !
 1970.1!            +       *                 !!          .   .   .   0      !
 1970.2!                  *  +                !!          .0  .   .          !
 1970.3!                   +  *               !!          .   .  0.          !
 1970.4!                      +  *            !!          .   .  0.          !
 1971.1!                        +*            !!          .   .0  .          !
 1971.2!                         +            !!          .   0   .          !
 1971.3!                       *+             !!          .  0.   .          !
 1971.4!                       +*             !!          .   .0  .          !
 1972.1!                        +   *         !!          .   .   0          !
 1972.2!                          +           !!          .   0   .          !
 1972.3!                         +*           !!          .   .0  .          !
 1972.4!                         +      *     !!          .   .   . 0        !
 1973.1!                          *  +        !!          .0  .   .          !
 1973.2!                         +  *         !!          .   .  0.          !
 1973.3!                          +           !!          .   0   .          !
 1973.4!                         +          * !!          .   .   .     0    !
 1974.1!                         *      +     !!       0  .   .   .          !
 1974.2!                        +       *     !!          .   .   .  0       !
 1974.3!                             *+       !!          .   0   .          !
 1974.4!                            +*        !!          .   .0  .          !
 1975.1!                         * +          !!          . 0 .   .          !
 1975.2!                        + *           !!          .   . 0 .          !
 1975.3!                         +  *         !!          .   .  0.          !
 1975.4!                          +           !!          .   0   .          !
 1976.1!                         +  *         !!          .   .  0.          !
 1976.2!                          +   *       !!          .   .  0.          !
 1976.3!                           *+         !!          .  0.   .          !
 1976.4!                      *   +           !!          0   .   .          !
 1977.1!                      +       *       !!          .   .   .   0      !
 1977.2!                            +  *      !!          .   .  0.          !
 1977.3!                            +*        !!          .   0   .          !
 1977.4!                          +        *  !!          .   .   .   0      !
 1978.1!                             * +      !!          . 0 .   .          !
 1978.2!                       *   +          !!          .0  .   .          !
 1978.3!                      +  *            !!          .   . 0 .          !
 1978.4!                     * +              !!          . 0 .   .          !
 1979.1!                     +   *            !!          .   .  0.          !
 1979.2!                        +             !!          .   0   .          !
 1979.3!                       +      *       !!          .   .   . 0        !
 1979.4!                       *   +          !!          0   .   .          !
 1980.1!                      +     *         !!          .   .   .0         !
 1980.2!                          +*          !!          .   .0  .          !
 1980.3!                         +  *         !!          .   .  0.          !
 1980.4!                      *   +           !!          0   .   .          !
 1981.1!                      + *             !!          .   .0  .          !
 1981.2!                        +   *         !!          .   .   0          !
 1981.3!                           +  *       !!          .   .  0.          !
 1981.4!                      *     +         !!         0.   .   .          !
 1982.1!                    *  +              !!          .0  .   .          !
 1982.2!                     +                !!          .   .0  .          !
 1982.3!                   *  +               !!          .0  .   .          !
 1982.4!                     + *              !!          .   . 0 .          !
 1983.1!                       +        *     !!          .   .   .   0      !
 1983.2!                              +      *!!          .   .   .  0       !
 1983.3!                              *   +   !!          .0  .   .          !
 1983.4!                            + *       !!          .   .0  .          !
 1984.1!                          * +         !!          . 0 .   .          !
 1984.2!                         +            !!          .  0.   .          !
 1984.3!                         +*           !!          .   .0  .          !
 1984.4!                          +   *       !!          .   .   0          !
 1985.1!                             + *      !!          .   . 0 .          !
 1985.2!                          *  +        !!          .0  .   .          !
 1985.3!                          + *         !!          .   . 0 .          !
 1985.4!                          +*          !!          .   .0  .          !
 1986.1!                          +   *       !!          .   .   0          !
 1986.2!                            +         !!          .   0   .          !
 1986.3!                          +    *      !!          .   .   0          !
 1986.4!                           *+         !!          .  0.   .          !
 1987.1!                          +    *      !!          .   .   .0         !
 1987.2!                            *+        !!          .  0.   .          !
 1987.3!                           +  *       !!          .   .  0.          !
 1987.4!                           *+         !!          .  0.   .          !
 1988.1!                          + *         !!          .   . 0 .          !
 1988.2!                          +*          !!          .   .0  .          !
 1988.3!                          +           !!          .   0   .          !
 1988.4!                   *     +            !!         0.   .   .          !
 1989.1!                    +  *              !!          .   .  0.          !
 1989.2!                       +  *           !!          .   . 0 .          !
 1989.3!                       * +            !!          . 0 .   .          !
 1989.4!                    * +               !!          . 0 .   .          !
 1990.1!                  * +                 !!          . 0 .   .          !
 1990.2!                   +      *           !!          .   .   . 0        !
 1990.3!                        +             !!          .   0   .          !
 1990.4!                      +   *           !!          .   .   0          !
 1991.1!                         + *          !!          .   . 0 .          !
 1991.2!                    *     +           !!         0.   .   .          !
 1991.3!                    +   *             !!          .   .  0.          !
 1991.4!                       +    *         !!          .   .   0          !
 1992.1!                         *+           !!          .  0.   .          !
 1992.2!                 *      +             !!        0 .   .   .          !
 1992.3!                  +    *              !!          .   .   0          !
 1992.4!                      + *             !!          .   . 0 .          !
 1993.1!               *       +              !!       0  .   .   .          !
 1993.2!                *+                    !!          .  0.   .          !
 1993.3!                 +    *               !!          .   .   .0         !
 1993.4!                 *   +                !!          0   .   .          !
 1994.1!                 + *                  !!          .   .0  .          !
 1994.2!                  +                   !!          .   0   .          !
 1994.3!               *  +                   !!          . 0 .   .          !
 1994.4!            *   +                     !!          .0  .   .          !
 1995.1!              +  *                    !!          .   .  0.          !
 1995.2!                 + *                  !!          .   .0  .          !
 1995.3!                  *+                  !!          .  0.   .          !
 1995.4!               *  +                   !!          . 0 .   .          !
 1996.1!                +                     !!          .   .0  .          !
 1996.2!                 +                    !!          .   0   .          !
 1996.3!                 *+                   !!          .  0.   .          !
 1996.4!             *    +                   !!          0   .   .          !
 1997.1!               +    *                 !!          .   .   0          !
 1997.2!                    +  *              !!          .   . 0 .          !
 1997.3!                      + *             !!          .   .0  .          !
 1997.4!                       +     *        !!          .   .   . 0        !
 1998.1!                  *        +          !!     0    .   .   .          !
 1998.2!                  +*                  !!          .   .0  .          !
 1998.3!                   +      *           !!          .   .   . 0        !
 1998.4!                      *+              !!          .  0.   .          !
 1999.1!                     +  *             !!          .   .  0.          !
 1999.2!                       +*             !!          .   .0  .          !
 1999.3!                       +              !!          .   0   .          !
 1999.4!                *      +              !!       0  .   .   .          !
 2000.1!                  +     *             !!          .   .   . 0        !
 2000.2!                        +  *          !!          .   .  0.          !
 2000.3!                       *   +          !!          0   .   .          !
 2000.4!                       + *            !!          .   .0  .          !
 2001.1!                         +*           !!          .   .0  .          !
 2001.2!                          +           !!          .   0   .          !
 2001.3!                      *  +            !!          .0  .   .          !
 2001.4!                       +     *        !!          .   .   . 0        !
 2002.1!                         *  +         !!          .0  .   .          !
 2002.2!                       * +            !!          . 0 .   .          !
 2002.3!                   *   +              !!          0   .   .          !
 2002.4!                    +*                !!          .   0   .          !
 2003.1!                      +               *!          .   .   .          0
 2003.2!                       *          +   !!    0     .   .   .          !
 2003.3!                       +              !!          .   0   .          !
 2003.4!                    *  +              !!          .0  .   .          !
 2004.1!             *       +                !!       0  .   .   .          !
 2004.2!                + *                   !!          .   . 0 .          !
 2004.3!                   + *                !!          .   . 0 .          !
 2004.4!                 *    +               !!          0   .   .          !
 2005.1!               *   +                  !!          .0  .   .          !
 2005.2!                  +*                  !!          .   .0  .          !
 2005.3!                   *+                 !!          . 0 .   .          !
 2005.4!               *    +                 !!         0.   .   .          !
 2006.1!              *   +                   !!          0   .   .          !
 2006.2!                 +*                   !!          .   .0  .          !
 2006.3!                    +*                !!          .   .0  .          !
 2006.4!                  *   +               !!          0   .   .          !
 2007.1!                *   +                 !!          0   .   .          !
 2007.2!                  +                   !!          .   0   .          !
 2007.3!                  * +                 !!          .  0.   .          !
 2007.4!              *     +                 !!        0 .   .   .          !
 2008.1!                +  *                  !!          .   .  0.          !
 2008.2!             *      +                 !!       0  .   .   .          !
 2008.3!                +    *                !!          .   .   .0         !
 2008.4!                      +  *            !!          .   .  0.          !
 2009.1!                 *       +            !!       0  .   .   .          !
 2009.2!                   +              *   !!          .   .   .         0!
 2009.3!                               +    * !!          .   .   0          !
 2009.4!                             *   +    !!          0   .   .          !
 2010.1!                    *       +         !!       0  .   .   .          !
 2010.2!                      + *             !!          .   . 0 .          !
 2010.3!                     *  +             !!          .0  .   .          !
 2010.4!                 *    +               !!         0.   .   .          !
 2011.1!                    +        *        !!          .   .   .    0     !
 2011.2!                      *     +         !!        0 .   .   .          !
 2011.3!                 *     +              !!         0.   .   .          !
 2011.4!                    +   *             !!          .   .   0          !
 2012.1!                        *+            !!          .  0.   .          !
 2012.2!              *         +             !!    0     .   .   .          !
 2012.3!                 +   *                !!          .   .  0.          !
 2012.4!                       +*             !!          .   .0  .          !


     27.13 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGECO=GEPX$/COPMM;                                                      
 GENR LAAGECO=LOG(AAGECO+.00001);                                             
 GENR LAGECO=LOG(AGECO+.00001);                                               
 LHS AAGECO=EXP(LAAGECO)-.00001;                                              
  EQ 1431 LAAGECO C LAGECO(-1) PGECO;                                         
EQUATION 1028  LAAGECO  
   RHS     C  LAGECO(-1)  PGECO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1028 PLOT=0;END;                                                     

Equation number = 1028
**********************

Dependent variable = LAAGECO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.670157867

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.241312417       0.094577854  -2.55147     1.000000
13493 LAGECO  ( -1)       0.821144360       0.041589551  19.74401    -2.662886
13491 PGECO   (  0)      -0.235937064       0.094735498  -2.49048     1.026680

SE of equation            =     0.185105523
Sum of squared residuals  =  6.33885011       0.501021447E-11
Average absolute error    =     0.146740659
Sum of ABS residuals      =  27.5872440    
R squared                 =   0.79411
Durbin-Watson statistic   =   2.44836
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                 +  * !!         .    .  0 .         !
 1966.2!                                *+    !!         .  0 .    .         !
 1966.3!                              +   *   !!         .    .   0.         !
 1966.4!                                +*    !!         .    .0   .         !
 1967.1!                             * +      !!         . 0  .    .         !
 1967.2!                          * +         !!         .  0 .    .         !
 1967.3!                         +     *      !!         .    .    . 0       !
 1967.4!                             +*       !!         .    .0   .         !
 1968.1!                             + *      !!         .    .  0 .         !
 1968.2!                             *+       !!         .  0 .    .         !
 1968.3!                           *+         !!         .   0.    .         !
 1968.4!                           +*         !!         .    .0   .         !
 1969.1!                           +       *  !!         .    .    .   0     !
 1969.2!                           *    +     !!        0.    .    .         !
 1969.3!                           + *        !!         .    . 0  .         !
 1969.4!                         * +          !!         .  0 .    .         !
 1970.1!                      * +             !!         . 0  .    .         !
 1970.2!                      +         *     !!         .    .    .      0  !
 1970.3!                        *     +       !!        0.    .    .         !
 1970.4!                        +   *         !!         .    .    0         !
 1971.1!                          +*          !!         .    .0   .         !
 1971.2!                          +      *    !!         .    .    .  0      !
 1971.3!                        *     +       !!       0 .    .    .         !
 1971.4!                        +     *       !!         .    .    .  0      !
 1972.1!                            +  *      !!         .    .   0.         !
 1972.2!                        *    +        !!        0.    .    .         !
 1972.3!                       +    *         !!         .    .    0         !
 1972.4!                          +*          !!         .    .0   .         !
 1973.1!                          +  *        !!         .    .   0.         !
 1973.2!                          *+          !!         .   0.    .         !
 1973.3!                         +            !!         .    .0   .         !
 1973.4!                        +             !!         .    0    .         !
 1974.1!                       +  *           !!         .    .   0.         !
 1974.2!                        *+            !!         .   0.    .         !
 1974.3!                       +  *           !!         .    .  0 .         !
 1974.4!                         +   *        !!         .    .   0.         !
 1975.1!                           +*         !!         .    .0   .         !
 1975.2!                          +           *!         .    .    .        0!
 1975.3!                                   +  *!         .    .   0.         !
 1975.4!                          *        +  !!   0     .    .    .         !
 1976.1!                      *  +            !!         . 0  .    .         !
 1976.2!                     *+               !!         .   0.    .         !
 1976.3!                   * +                !!         .  0 .    .         !
 1976.4!                   +                  !!         .    0    .         !
 1977.1!                   +    *             !!         .    .    . 0       !
 1977.2!                      *+              !!         .   0.    .         !
 1977.3!                    *+                !!         .   0.    .         !
 1977.4!                   +    *             !!         .    .    0         !
 1978.1!                      + *             !!         .    . 0  .         !
 1978.2!                  *   +               !!         0    .    .         !
 1978.3!                  + *                 !!         .    .  0 .         !
 1978.4!                   +*                 !!         .    0    .         !
 1979.1!                   +       *          !!         .    .    .    0    !
 1979.2!                   *      +           !!       0 .    .    .         !
 1979.3!                  *+                  !!         .  0 .    .         !
 1979.4!                 +      *             !!         .    .    . 0       !
 1980.1!                  *    +              !!         0    .    .         !
 1980.2!                  +                   !!         .    0    .         !
 1980.3!                  +*                  !!         .    . 0  .         !
 1980.4!                   +    *             !!         .    .    .0        !
 1981.1!                   *    +             !!        0.    .    .         !
 1981.2!                   +                  !!         .    0    .         !
 1981.3!                  * +                 !!         . 0  .    .         !
 1981.4!                  +    *              !!         .    .    0         !
 1982.1!                    *  +              !!         . 0  .    .         !
 1982.2!                    *+                !!         .   0.    .         !
 1982.3!                 *  +                 !!         . 0  .    .         !
 1982.4!               *  +                   !!         .0   .    .         !
 1983.1!                +     *               !!         .    .    . 0       !
 1983.2!                   *  +               !!         .0   .    .         !
 1983.3!                  *+                  !!         .  0 .    .         !
 1983.4!                   +          *       !!         .    .    .        0!
 1984.1!                             +     *  !!         .    .    . 0       !
 1984.2!                                 + *  !!         .    .  0 .         !
 1984.3!                    *            +    !0         .    .    .         !
 1984.4!                     +       *        !!         .    .    .   0     !
 1985.1!                        *   +         !!         0    .    .         !
 1985.2!                       *+             !!         .   0.    .         !
 1985.3!                       +   *          !!         .    .    0         !
 1985.4!                  *       +           !!    0    .    .    .         !
 1986.1!                  + *                 !!         .    . 0  .         !
 1986.2!                    +     *           !!         .    .    . 0       !
 1986.3!                        +             !!         .    0    .         !
 1986.4!                   *   +              !!         .0   .    .         !
 1987.1!                   +   *              !!         .    .    0         !
 1987.2!                      +  *            !!         .    .   0.         !
 1987.3!                        +  *          !!         .    .  0 .         !
 1987.4!                      *  +            !!         .0   .    .         !
 1988.1!                  *  +                !!         .0   .    .         !
 1988.2!               * +                    !!         .  0 .    .         !
 1988.3!                +    *                !!         .    .    .0        !
 1988.4!                    + *               !!         .    . 0  .         !
 1989.1!                     +*               !!         .    .0   .         !
 1989.2!                    *+                !!         .  0 .    .         !
 1989.3!                   + *                !!         .    . 0  .         !
 1989.4!                    +*                !!         .    .0   .         !
 1990.1!                    +  *              !!         .    .   0.         !
 1990.2!                  *  +                !!         . 0  .    .         !
 1990.3!                 +*                   !!         .    . 0  .         !
 1990.4!          *      +                    !!      0  .    .    .         !
 1991.1!           +      *                   !!         .    .    .  0      !
 1991.2!                 +            *       !!         .    .    .         0
 1991.3!                           + *        !!         .    . 0  .         !
 1991.4!                   *      +           !!       0 .    .    .         !
 1992.1!                 *+                   !!         .   0.    .         !
 1992.2!           *    +                     !!        0.    .    .         !
 1992.3!          +  *                        !!         .    .  0 .         !
 1992.4!           *+                         !!         .  0 .    .         !
 1993.1!          *+                          !!         .   0.    .         !
 1993.2!          +*                          !!         .    .0   .         !
 1993.3!      *   +                           !!         0    .    .         !
 1993.4!      +     *                         !!         .    .    .  0      !
 1994.1!        *  +                          !!         .0   .    .         !
 1994.2!       +  *                           !!         .    .  0 .         !
 1994.3!   *    +                             !!        0.    .    .         !
 1994.4!   +   *                              !!         .    .    0         !
 1995.1!      + *                             !!         .    .  0 .         !
 1995.2!   *   +                              !!         0    .    .         !
 1995.3!   +   *                              !!         .    .    0         !
 1995.4!      + *                             !!         .    .  0 .         !
 1996.1!       +      *                       !!         .    .    . 0       !
 1996.2!          *  +                        !!         . 0  .    .         !
 1996.3!          + *                         !!         .    . 0  .         !
 1996.4!       *   +                          !!         .0   .    .         !
 1997.1!        + *                           !!         .    .  0 .         !
 1997.2!       *  +                           !!         .0   .    .         !
 1997.3!        + *                           !!         .    . 0  .         !
 1997.4!       *  +                           !!         . 0  .    .         !
 1998.1!     *  +                             !!         . 0  .    .         !
 1998.2!      +  *                            !!         .    .   0.         !
 1998.3!       * +                            !!         .  0 .    .         !
 1998.4!    * +                               !!         . 0  .    .         !
 1999.1!   +       *                          !!         .    .    .   0     !
 1999.2!           +                          !!         .    0    .         !
 1999.3!        *  +                          !!         .0   .    .         !
 1999.4!         +                            !!         .    0    .         !
 2000.1!          + *                         !!         .    . 0  .         !
 2000.2!            +  *                      !!         .    .  0 .         !
 2000.3!         *     +                      !!      0  .    .    .         !
 2000.4!          +      *                    !!         .    .    .  0      !
 2001.1!              *  +                    !!         .0   .    .         !
 2001.2!             *+                       !!         .   0.    .         !
 2001.3!           *  +                       !!         .0   .    .         !
 2001.4!           *+                         !!         .   0.    .         !
 2002.1!           * +                        !!         .   0.    .         !
 2002.2!         *  +                         !!         .0   .    .         !
 2002.3!        * +                           !!         .  0 .    .         !
 2002.4!       * +                            !!         .  0 .    .         !
 2003.1!        +*                            !!         .    .0   .         !
 2003.2!          + *                         !!         .    . 0  .         !
 2003.3!            +*                        !!         .    .0   .         !
 2003.4!           * +                        !!         . 0  .    .         !
 2004.1!           +  *                       !!         .    .   0.         !
 2004.2!           *  +                       !!         .0   .    .         !
 2004.3!        *  +                          !!         .0   .    .         !
 2004.4!       *+                             !!         .  0 .    .         !
 2005.1!       *+                             !!         .   0.    .         !
 2005.2!        + *                           !!         .    . 0  .         !
 2005.3!           +                          !!         .    0    .         !
 2005.4!        *   +                         !!         0    .    .         !
 2006.1!      *  +                            !!         .0   .    .         !
 2006.2!    *   +                             !!         0    .    .         !
 2006.3!  *   +                               !!         .0   .    .         !
 2006.4!     +  *                             !!         .    .   0.         !
 2007.1!     *   +                            !!         0    .    .         !
 2007.2!    *  +                              !!         .0   .    .         !
 2007.3!      +*                              !!         .    . 0  .         !
 2007.4!      *  +                            !!         . 0  .    .         !
 2008.1!    *  +                              !!         .0   .    .         !
 2008.2!      +   *                           !!         .    .    0         !
 2008.3!   *       +                          !!     0   .    .    .         !
 2008.4!     +     *                          !!         .    .    . 0       !
 2009.1!      *     +                         !!       0 .    .    .         !
 2009.2!       +*                             !!         .    0    .         !
 2009.3!     *   +                            !!         0    .    .         !
 2009.4!       + *                            !!         .    . 0  .         !
 2010.1!          +                           !!         .    0    .         !
 2010.2!  *         +                         !!   0     .    .    .         !
 2010.3!     +                                !!         .    0    .         !
 2010.4!   *    +                             !!         0    .    .         !
 2011.1!      +                               !!         .    0    .         !
 2011.2!  *     +                             !!       0 .    .    .         !
 2011.3!*    +                                !!        0.    .    .         !
 2011.4*   +                                  !!         0    .    .         !
 2012.1!   +    *                             !!         .    .    .0        !
 2012.2!        * +                           !!         .  0 .    .         !
 2012.3! *        +                           !!   0     .    .    .         !
 2012.4!    +                                 !!         .   0.    .         !


     27.66 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITCO=ITPX$/COPMM;                                                      
 GENR LAAITCO=LOG(AAITCO+.00001);                                             
 GENR LAITCO=LOG(AITCO+.00001);                                               
 LHS AAITCO=EXP(LAAITCO)-.00001;                                              
  EQ 1432 LAAITCO C LAITCO(-1) PITCO;                                         
EQUATION 1029  LAAITCO  
   RHS     C  LAITCO(-1)  PITCO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1029 PLOT=0;END;                                                     

Equation number = 1029
**********************

Dependent variable = LAAITCO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.544177730

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.750857800       0.148244287  -5.06500     1.000000
13496 LAITCO  ( -1)       0.672713487       0.052020259  12.93176    -3.542692
13494 PITCO   (  0)      -0.456912293       0.104223874  -4.38395     0.897553

SE of equation            =     0.195842806
Sum of squared residuals  =  7.09556489      -0.501865216E-11
Average absolute error    =     0.155120921
Sum of ABS residuals      =  29.1627332    
R squared                 =   0.68621
Durbin-Watson statistic   =   2.46859
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                   *+                 !!        .     0     .        !
 1966.2!                   * +                !!        .  0  .     .        !
 1966.3!            *        +                !!  0     .     .     .        !
 1966.4!                 +     *              !!        .     .     . 0      !
 1967.1!                        +             !!        .     .0    .        !
 1967.2!                  *     +             !!      0 .     .     .        !
 1967.3!                 *  +                 !!        . 0   .     .        !
 1967.4!                   +     *            !!        .     .     .0       !
 1968.1!                  *     +             !!      0 .     .     .        !
 1968.2!                    *+                !!        .    0.     .        !
 1968.3!           *          +               !0        .     .     .        !
 1968.4!                +   *                 !!        .     .    0.        !
 1969.1!             *        +               !!  0     .     .     .        !
 1969.2!          *      +                    !!     0  .     .     .        !
 1969.3!               +    *                 !!        .     .     .0       !
 1969.4!                    * +               !!        .   0 .     .        !
 1970.1!                      +               !!        .     0     .        !
 1970.2!                       +        *     !!        .     .     .    0   !
 1970.3!                              + *     !!        .     .  0  .        !
 1970.4!                              +       !!        .    0.     .        !
 1971.1!                       *    +         !!        0     .     .        !
 1971.2!                        + *           !!        .     . 0   .        !
 1971.3!                        *+            !!        .    0.     .        !
 1971.4!                         +*           !!        .     . 0   .        !
 1972.1!                     *    +           !!       0.     .     .        !
 1972.2!                      +         *     !!        .     .     .      0 !
 1972.3!                           *  +       !!        . 0   .     .        !
 1972.4!                     *    +           !!        0     .     .        !
 1973.1!                       +     *        !!        .     .     . 0      !
 1973.2!                     *      +         !!     0  .     .     .        !
 1973.3!                     * +              !!        .   0 .     .        !
 1973.4!                *      +              !!     0  .     .     .        !
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 1974.2!                    *   +             !!        . 0   .     .        !
 1974.3!                      +  *            !!        .     .   0 .        !
 1974.4!                          +    *      !!        .     .     .0       !
 1975.1!                          *  +        !!        . 0   .     .        !
 1975.2!                         *+           !!        .    0.     .        !
 1975.3!                         +  *         !!        .     .  0  .        !
 1975.4!                           +     *    !!        .     .     . 0      !
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 1976.2!                               +    * !!        .     .     .0       !
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 1976.4!                                  +  *!!        .     .  0  .        !
 1977.1!                               * +    !!        .  0  .     .        !
 1977.2!                        *    +        !!        0     .     .        !
 1977.3!                  *    +              !!       0.     .     .        !
 1977.4!                    +          *      !!        .     .     .       0!
 1978.1!                       *    +         !!       0.     .     .        !
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 1978.3!                     *     +          !!       0.     .     .        !
 1978.4!                       +*             !!        .     . 0   .        !
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 1979.2!                    *       +         !!    0   .     .     .        !
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 1979.4!                         +        *   !!        .     .     .     0  !
 1980.1!                              +       !!        .     0     .        !
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 1980.3!                             *+       !!        .   0 .     .        !
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 1981.4!                         *       +    !!    0   .     .     .        !
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 1982.3!                         *  +         !!        .0    .     .        !
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 1983.1!                       + *            !!        .     . 0   .        !
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 1984.3!                    +     *           !!        .     .     . 0      !
 1984.4!                      *   +           !!        0     .     .        !
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 1985.2!                        *       +     !!   0    .     .     .        !
 1985.3!                   *     +            !!       0.     .     .        !
 1985.4!                     +     *          !!        .     .     .0       !
 1986.1!                          +           !!        .     0     .        !
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 1988.3!           *           +              !!0       .     .     .        !
 1988.4!               +  *                   !!        .     .   0 .        !
 1989.1!           *       +                  !!     0  .     .     .        !
 1989.2!               +  *                   !!        .     .    0.        !
 1989.3!                   +  *               !!        .     .   0 .        !
 1989.4!                     +  *             !!        .     .  0  .        !
 1990.1!                *     +               !!       0.     .     .        !
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 1990.3!              * +                     !!        .  0  .     .        !
 1990.4!              +*                      !!        .     .0    .        !
 1991.1!               + *                    !!        .     .0    .        !
 1991.2!               * +                    !!        .  0  .     .        !
 1991.3!                + *                   !!        .     .  0  .        !
 1991.4!                 +      *             !!        .     .     . 0      !
 1992.1!                    *+                !!        .   0 .     .        !
 1992.2!                  *+                  !!        .    0.     .        !
 1992.3!                 +   *                !!        .     .    0.        !
 1992.4!                   *+                 !!        .    0.     .        !
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 1993.2!                  +    *              !!        .     .     0        !
 1993.3!                     +  *             !!        .     .   0 .        !
 1993.4!                     +  *             !!        .     .  0  .        !
 1994.1!                     +    *           !!        .     .     0        !
 1994.2!                     +*               !!        .     .0    .        !
 1994.3!                   +                  !!        .     0     .        !
 1994.4!                  +*                  !!        .     .0    .        !
 1995.1!                 +        *           !!        .     .     .    0   !
 1995.2!                       +              !!        .     0     .        !
 1995.3!                     +*               !!        .     . 0   .        !
 1995.4!                 * +                  !!        .  0  .     .        !
 1996.1!              +          *            !!        .     .     .       0!
 1996.2!                      +      *        !!        .     .     .  0     !
 1996.3!                        +             !!        .    0.     .        !
 1996.4!                    +        *        !!        .     .     .    0   !
 1997.1!                      * +             !!        .   0 .     .        !
 1997.2!                    +  *              !!        .     .   0 .        !
 1997.3!                     + *              !!        .     .  0  .        !
 1997.4!                    *+                !!        .     0     .        !
 1998.1!                  +                   !!        .    0.     .        !
 1998.2!               +*                     !!        .     0     .        !
 1998.3!              +       *               !!        .     .     .    0   !
 1998.4!               * +                    !!        .   0 .     .        !
 1999.1!            +    *                    !!        .     .     .0       !
 1999.2!              * +                     !!        .  0  .     .        !
 1999.3!              +*                      !!        .     .0    .        !
 1999.4!              +    *                  !!        .     .    0.        !
 2000.1!                  + *                 !!        .     .  0  .        !
 2000.2!                *  +                  !!        . 0   .     .        !
 2000.3!                 +                    !!        .     0     .        !
 2000.4!                  +  *                !!        .     .  0  .        !
 2001.1!                    +*                !!        .     .0    .        !
 2001.2!                     +   *            !!        .     .    0.        !
 2001.3!                     * +              !!        .   0 .     .        !
 2001.4!                    +   *             !!        .     .    0.        !
 2002.1!                    * +               !!        .   0 .     .        !
 2002.2!                   +   *              !!        .     .    0.        !
 2002.3!               *    +                 !!      0 .     .     .        !
 2002.4!               +    *                 !!        .     .     .0       !
 2003.1!                 * +                  !!        .  0  .     .        !
 2003.2!                + *                   !!        .     .  0  .        !
 2003.3!              *  +                    !!        .  0  .     .        !
 2003.4!              +*                      !!        .     . 0   .        !
 2004.1!         *    +                       !!        0     .     .        !
 2004.2!          +*                          !!        .     0     .        !
 2004.3!           +*                         !!        .     .0    .        !
 2004.4!            + *                       !!        .     . 0   .        !
 2005.1!        *    +                        !!        0     .     .        !
 2005.2!          +                           !!        .     0     .        !
 2005.3!      *     +                         !!       0.     .     .        !
 2005.4!         +*                           !!        .     . 0   .        !
 2006.1!          *+                          !!        .   0 .     .        !
 2006.2!      *    +                          !!       0.     .     .        !
 2006.3!     *  +                             !!        .0    .     .        !
 2006.4!        + *                           !!        .     .  0  .        !
 2007.1!       *   +                          !!        .0    .     .        !
 2007.2!      *  +                            !!        .  0  .     .        !
 2007.3!     *  +                             !!        .  0  .     .        !
 2007.4!    *  +                              !!        .  0  .     .        !
 2008.1!      +                               !!        .    0.     .        !
 2008.2!  *    +                              !!        0     .     .        !
 2008.3!     +                                !!        .     .0    .        !
 2008.4!        +*                            !!        .     . 0   .        !
 2009.1!       *  +                           !!        . 0   .     .        !
 2009.2!     *  +                             !!        .0    .     .        !
 2009.3*       +                              !!    0   .     .     .        !
 2009.4!   +                                  !!        .     0     .        !
 2010.1!   * +                                !!        . 0   .     .        !
 2010.2!    * +                               !!        .  0  .     .        !
 2010.3!      *+                              !!        .   0 .     .        !
 2010.4!       *+                             !!        .    0.     .        !
 2011.1!        * +                           !!        .   0 .     .        !
 2011.2!          *+                          !!        .   0 .     .        !
 2011.3!            +   *                     !!        .     .   0 .        !
 2011.4!            *    +                    !!        .0    .     .        !
 2012.1!            * +                       !!        . 0   .     .        !
 2012.2!        *     +                       !!       0.     .     .        !
 2012.3!       *    +                         !!       0.     .     .        !
 2012.4!          *+                          !!        .     0     .        !


     33.51 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNECO=NEPX$/COPMM;                                                      
 GENR LAANECO=LOG(AANECO+.00001);                                             
 GENR LANECO=LOG(ANECO+.00001);                                               
 LHS AANECO=EXP(LAANECO)-.00001;                                              
  EQ 1433 LAANECO C LANECO(-1) PNECO;                                         
EQUATION 1030  LAANECO  
   RHS     C  LANECO(-1)  PNECO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1030 PLOT=0;END;                                                     

Equation number = 1030
**********************

Dependent variable = LAANECO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.540023971

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.138752870       0.257010349  -4.43077     1.000000
13499 LANECO  ( -1)       0.631908674       0.056943908  11.09704    -4.536129
13497 PNECO   (  0)      -0.462970653       0.189270998  -2.44607     1.155260

SE of equation            =     0.316538386
Sum of squared residuals  =  18.5363618       0.670308253E-11
Average absolute error    =     0.246964627
Sum of ABS residuals      =  46.4293499    
R squared                 =   0.50414
Durbin-Watson statistic   =   2.47703
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                            *+        !!         .    0    .         !
 1966.2!                         +      *     !!         .    .    .0        !
 1966.3!                            +*        !!         .    .0   .         !
 1966.4!                          +        *  !!         .    .    .  0      !
 1967.1!                           *  +       !!         .  0 .    .         !
 1967.2!                         +            *!         .    .    .     0   !
 1967.3!                            *  +      !!         .  0 .    .         !
 1967.4!                        +   *         !!         .    .  0 .         !
 1968.1!                        +             !!         .   0.    .         !
 1968.2!                       + *            !!         .    . 0  .         !
 1968.3!                      * +             !!         .   0.    .         !
 1968.4!                      + *             !!         .    . 0  .         !
 1969.1!                       +          *   !!         .    .    .   0     !
 1969.2!                        *    +        !!         .0   .    .         !
 1969.3!                       +     *        !!         .    .    0         !
 1969.4!                          +*          !!         .    .0   .         !
 1970.1!                         +*           !!         .    .0   .         !
 1970.2!             *          +             !!     0   .    .    .         !
 1970.3!                +         *           !!         .    .    .  0      !
 1970.4!                        +*            !!         .    .0   .         !
 1971.1!                        +            *!!         .    .    .    0    !
 1971.2!                            *  +      !!         .  0 .    .         !
 1971.3!                         +            !!         .    0    .         !
 1971.4!                       +   *          !!         .    .  0 .         !
 1972.1!                   *     +            !!         .0   .    .         !
 1972.2!                    +      *          !!         .    .    .0        !
 1972.3!                         +        *   !!         .    .    . 0       !
 1972.4!                             + *      !!         .    .0   .         !
 1973.1!                           +   *      !!         .    .  0 .         !
 1973.2!                           +      *   !!         .    .    0         !
 1973.3!                    *        +        !!       0 .    .    .         !
 1973.4!                    +    *            !!         .    .   0.         !
 1974.1!                       +     *        !!         .    .   0.         !
 1974.2!                         + *          !!         .    . 0  .         !
 1974.3!                        +   *         !!         .    .  0 .         !
 1974.4!                         +      *     !!         .    .    0         !
 1975.1!                    *      +          !!         0    .    .         !
 1975.2!               *   +                  !!         . 0  .    .         !
 1975.3!                *+                    !!         .   0.    .         !
 1975.4!                 +          *         !!         .    .    .   0     !
 1976.1!                      * +             !!         .  0 .    .         !
 1976.2!                     +    *           !!         .    .   0.         !
 1976.3!                      *+              !!         .   0.    .         !
 1976.4!                    +     *           !!         .    .    0         !
 1977.1!                    *  +              !!         .  0 .    .         !
 1977.2!         *        +                   !!       0 .    .    .         !
 1977.3!            +       *                 !!         .    .    . 0       !
 1977.4!      *           +                   !!    0    .    .    .         !
 1978.1!         +        *                   !!         .    .    . 0       !
 1978.2!                 +    *               !!         .    .   0.         !
 1978.3!                    +       *         !!         .    .    .0        !
 1978.4!                     *  +             !!         .  0 .    .         !
 1979.1!                    +                 !!         .    0    .         !
 1979.2!              *    +                  !!         .0   .    .         !
 1979.3!               +       *              !!         .    .    .0        !
 1979.4!          *         +                 !!      0  .    .    .         !
 1980.1!         *  +                         !!         .  0 .    .         !
 1980.2!   *       +                          !!       0 .    .    .         !
 1980.3!       + *                            !!         .    .0   .         !
 1980.4!     *      +                         !!         0    .    .         !
 1981.1!      *   +                           !!         . 0  .    .         !
 1981.2!           +     *                    !!         .    .    0         !
 1981.3*                  +                   !0         .    .    .         !
 1981.4!     +     *                          !!         .    .    0         !
 1982.1! *           +                        !!    0    .    .    .         !
 1982.2!       + *                            !!         .    . 0  .         !
 1982.3!   *        +                         !!       0 .    .    .         !
 1982.4!         + *                          !!         .    .0   .         !
 1983.1!             *+                       !!         .   0.    .         !
 1983.2!        *      +                      !!         0    .    .         !
 1983.3! *          +                         !!     0   .    .    .         !
 1983.4!        +  *                          !!         .    .  0 .         !
 1984.1!              +*                      !!         .    .0   .         !
 1984.2!                +       *             !!         .    .    .0        !
 1984.3!                 *    +               !!         .0   .    .         !
 1984.4!                  +*                  !!         .    0    .         !
 1985.1!                    +  *              !!         .    .  0 .         !
 1985.2!                      +*              !!         .    .0   .         !
 1985.3!                    * +               !!         .   0.    .         !
 1985.4!                *  +                  !!         . 0  .    .         !
 1986.1!                 +  *                 !!         .    .  0 .         !
 1986.2!         *          +                 !!      0  .    .    .         !
 1986.3!            +       *                 !!         .    .    .0        !
 1986.4!                   +   *              !!         .    .  0 .         !
 1987.1!                    * +               !!         .   0.    .         !
 1987.2!             *      +                 !!         0    .    .         !
 1987.3!                +   *                 !!         .    .   0.         !
 1987.4!                    +     *           !!         .    .    0         !
 1988.1!                *       +             !!        0.    .    .         !
 1988.2!                *+                    !!         .   0.    .         !
 1988.3!         *       +                    !!       0 .    .    .         !
 1988.4!             +                        !!         .    0    .         !
 1989.1!            *  +                      !!         .  0 .    .         !
 1989.2!            *  +                      !!         .  0 .    .         !
 1989.3!              +                       !!         .    0    .         !
 1989.4!        *      +                      !!         0    .    .         !
 1990.1!        *  +                          !!         .  0 .    .         !
 1990.2!         * +                          !!         .   0.    .         !
 1990.3!       *   +                          !!         . 0  .    .         !
 1990.4!  *      +                            !!        0.    .    .         !
 1991.1!   *   +                              !!         . 0  .    .         !
 1991.2!      * +                             !!         .   0.    .         !
 1991.3!          +                           !!         .    0    .         !
 1991.4!         *  +                         !!         . 0  .    .         !
 1992.1!   *        +                         !!       0 .    .    .         !
 1992.2!   *   +                              !!         . 0  .    .         !
 1992.3!       +   *                          !!         .    .  0 .         !
 1992.4!            + *                       !!         .    .0   .         !
 1993.1!             * +                      !!         .   0.    .         !
 1993.2!              +                *      !!         .    .    .       0 !
 1993.3!                    *    +            !!         . 0  .    .         !
 1993.4!                 +          *         !!         .    .    .  0      !
 1994.1!           *           +              !!    0    .    .    .         !
 1994.2!           +                          !!         .    0    .         !
 1994.3!          +            *              !!         .    .    .    0    !
 1994.4!           *      +                   !!        0.    .    .         !
 1995.1!          +       *                   !!         .    .    .0        !
 1995.2!      *        +                      !!      0  .    .    .         !
 1995.3!      * +                             !!         .   0.    .         !
 1995.4!       +   *                          !!         .    .  0 .         !
 1996.1!           +    *                     !!         .    .   0.         !
 1996.2!          *    +                      !!         .0   .    .         !
 1996.3!           +*                         !!         .    .0   .         !
 1996.4!             +                        !!         .    0    .         !
 1997.1!              +   *                   !!         .    .  0 .         !
 1997.2!                *+                    !!         .   0.    .         !
 1997.3!               *+                     !!         .   0.    .         !
 1997.4!               +  *                   !!         .    .  0 .         !
 1998.1!               *  +                   !!         .  0 .    .         !
 1998.2!             *+                       !!         .   0.    .         !
 1998.3!         *   +                        !!         . 0  .    .         !
 1998.4!          + *                         !!         .    . 0  .         !
 1999.1!            +     *                   !!         .    .    0         !
 1999.2!                * +                   !!         .   0.    .         !
 1999.3!                 +*                   !!         .    .0   .         !
 1999.4!                 *+                   !!         .   0.    .         !
 2000.1!                  +*                  !!         .    .0   .         !
 2000.2!                   +*                 !!         .    .0   .         !
 2000.3!                   * +                !!         .   0.    .         !
 2000.4!                 *  +                 !!         .  0 .    .         !
 2001.1!                  *+                  !!         .   0.    .         !
 2001.2!                   +                  !!         .    0    .         !
 2001.3!                *   +                 !!         . 0  .    .         !
 2001.4!                  +*                  !!         .    .0   .         !
 2002.1!               *    +                 !!         .0   .    .         !
 2002.2!                *+                    !!         .   0.    .         !
 2002.3!                * +                   !!         .  0 .    .         !
 2002.4!                *+                    !!         .   0.    .         !
 2003.1!                 +       *            !!         .    .    .0        !
 2003.2!                       +   *          !!         .    .   0.         !
 2003.3!                   *     +            !!         .0   .    .         !
 2003.4!                   +  *               !!         .    . 0  .         !
 2004.1!                  *  +                !!         .  0 .    .         !
 2004.2!                  +                   !!         .    0    .         !
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 2004.4!                     +   *            !!         .    .   0.         !
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 2006.3!                 *       +            !!        0.    .    .         !
 2006.4!                   +  *               !!         .    . 0  .         !
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 2007.2!                  * +                 !!         .  0 .    .         !
 2007.3!                   + *                !!         .    . 0  .         !
 2007.4!                    +      *          !!         .    .    0         !
 2008.1!                   *    +             !!         .0   .    .         !
 2008.2!                  *+                  !!         .   0.    .         !
 2008.3!                  + *                 !!         .    .0   .         !
 2008.4!                    *+                !!         .    0    .         !
 2009.1!                   * +                !!         .   0.    .         !
 2009.2!                   *+                 !!         .   0.    .         !
 2009.3!                    + *               !!         .    . 0  .         !
 2009.4!                     *+               !!         .   0.    .         !
 2010.1!                   * +                !!         .  0 .    .         !
 2010.2!              *     +                 !!         0    .    .         !
 2010.3!                 +   *                !!         .    .  0 .         !
 2010.4!                   *  +               !!         .  0 .    .         !
 2011.1!                *   +                 !!         . 0  .    .         !
 2011.2!                * +                   !!         .  0 .    .         !
 2011.3!                * +                   !!         .  0 .    .         !
 2011.4!                 *+                   !!         .   0.    .         !
 2012.1!                *  +                  !!         . 0  .    .         !
 2012.2!               *  +                   !!         . 0  .    .         !
 2012.3!            *     +                   !!         0    .    .         !
 2012.4!                +   *                 !!         .    .  0 .         !


     29.79 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTCO=STPX$/COPMM;                                                      
 GENR LAASTCO=LOG(AASTCO+.00001);                                             
 GENR LASTCO=LOG(ASTCO+.00001);                                               
 LHS AASTCO=EXP(LAASTCO)-.00001;                                              
  EQ 1434 LAASTCO C LASTCO(-1) PSTCO;                                         
EQUATION 1031  LAASTCO  
   RHS     C  LASTCO(-1)  PSTCO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1031 PLOT=0;END;                                                     

Equation number = 1031
**********************

Dependent variable = LAASTCO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.970942915

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.431139293       0.107500169  -4.01059     1.000000
13502 LASTCO  ( -1)       0.781027773       0.043846238  17.81288    -3.963257
13500 PSTCO   (  0)      -0.478449759       0.109415608  -4.37277     0.928812

SE of equation            =     0.203783669
Sum of squared residuals  =  7.68264000      -0.146105350E-11
Average absolute error    =     0.152797317
Sum of ABS residuals      =  28.7258955    
R squared                 =   0.88804
Durbin-Watson statistic   =   2.52303
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                         +      *     !!          .   .   .   0      !
 1966.2!                               +*     !!          .   .0  .          !
 1966.3!                               +*     !!          .   . 0 .          !
 1966.4!                               *+     !!          .  0.   .          !
 1967.1!                         *    +       !!        0 .   .   .          !
 1967.2!                          +    *      !!          .   .   .  0       !
 1967.3!                              +       *!          .   .   .     0    !
 1967.4!                                   +  *!          .   .  0.          !
 1968.1!                             *     +  !!      0   .   .   .          !
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 1968.3!                            +         !!          .   0   .          !
 1968.4!                           *+         !!          .  0.   .          !
 1969.1!                           +   *      !!          .   .   .0         !
 1969.2!                           *  +       !!          0   .   .          !
 1969.3!                  *        +          !!   0      .   .   .          !
 1969.4!                    +      *          !!          .   .   .   0      !
 1970.1!                           +          !!          .   0   .          !
 1970.2!                           + *        !!          .   . 0 .          !
 1970.3!                            + *       !!          .   . 0 .          !
 1970.4!                           * +        !!          .0  .   .          !
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 1980.2!                     + *              !!          .   . 0 .          !
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 1982.2!              *   +                   !!         0.   .   .          !
 1982.3!                +                     !!          .   0   .          !
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 1983.1!              +   *                   !!          .   .   . 0        !
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 1985.4!                *        +            !!  0       .   .   .          !
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 1989.1!                 + *                  !!          .   . 0 .          !
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 1990.3!                 + *                  !!          .   .  0.          !
 1990.4!             *   +                    !!         0.   .   .          !
 1991.1!             +           *            !!          .   .   .          0
 1991.2!                      + *             !!          .   .  0.          !
 1991.3!                   * +                !!          .0  .   .          !
 1991.4!                 +      *             !!          .   .   .   0      !
 1992.1!                   * +                !!          .0  .   .          !
 1992.2!              *  +                    !!         0.   .   .          !
 1992.3!            +       *                 !!          .   .   .    0     !
 1992.4!              *  +                    !!          0   .   .          !
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 1993.2!            + *                       !!          .   .  0.          !
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 1993.4!         * +                          !!          . 0 .   .          !
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 1995.1!     + *                              !!          .   . 0 .          !
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 1995.3!      +*                              !!          .   . 0 .          !
 1995.4!   * +                                !!          . 0 .   .          !
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 1996.4!  *    +                              !!       0  .   .   .          !
 1997.1!   +    *                             !!          .   .   . 0        !
 1997.2!        + *                           !!          .   .  0.          !
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 1997.4!       *  +                           !!          .0  .   .          !
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 1998.3!  *    +                              !!        0 .   .   .          !
 1998.4!*+                                    !!          .   0   .          !
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 2000.3!       * +                            !!          . 0 .   .          !
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 2002.3!         +                            !!          .  0.   .          !
 2002.4!        *+                            !!          .   0   .          !
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 2003.4!       *+                             !!          .  0.   .          !
 2004.1!       +*                             !!          .   .0  .          !
 2004.2!       +*                             !!          .   .0  .          !
 2004.3!        +                             !!          .   .0  .          !
 2004.4!      * +                             !!          . 0 .   .          !
 2005.1!      +*                              !!          .   .0  .          !
 2005.2!      * +                             !!          . 0 .   .          !
 2005.3!       +                              !!          .   0   .          !
 2005.4!     *  +                             !!          0   .   .          !
 2006.1!    * +                               !!          .0  .   .          !
 2006.2!   * +                                !!          .0  .   .          !
 2006.3!  * +                                 !!          .0  .   .          !
 2006.4! *  +                                 !!          0   .   .          !
 2007.1!   + *                                !!          .   .  0.          !
 2007.2!    * +                               !!          .0  .   .          !
 2007.3!   * +                                !!          .0  .   .          !
 2007.4!  *  +                                !!          .0  .   .          !
 2008.1! * +                                  !!          . 0 .   .          !
 2008.2!   +                                  !!          .   .0  .          !
 2008.3!   * +                                !!          . 0 .   .          !
 2008.4!*    +                                !!        0 .   .   .          !
 2009.1! +   *                                !!          .   .   .0         !
 2009.2!   * +                                !!          .0  .   .          !
 2009.3!   +                                  !!          .  0.   .          !
 2009.4!*  +                                  !!          0   .   .          !
 2010.1! +                                    !!          .  0.   .          !
 2010.2*  +                                   !!          .0  .   .          !
 2010.3!*+                                    !!          .  0.   .          !
 2010.4!*+                                    !!          . 0 .   .          !
 2011.1!* +                                   !!          . 0 .   .          !
 2011.2! +*                                   !!          .   .0  .          !
 2011.3*  +                                   !!          0   .   .          !
 2011.4!*+                                    !!          .  0.   .          !
 2012.1! +*                                   !!          .   .0  .          !
 2012.2! * +                                  !!          . 0 .   .          !
 2012.3! *+                                   !!          .  0.   .          !
 2012.4! *+                                   !!          .  0.   .          !


     27.66 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKCO=UKPX$/COPMM;                                                      
 GENR LAAUKCO=LOG(AAUKCO+.00001);                                             
 GENR LAUKCO=LOG(AUKCO+.00001);                                               
 LHS AAUKCO=EXP(LAAUKCO)-.00001;                                              
  EQ 1435 LAAUKCO C LAUKCO(-1) PUKCO;                                         
EQUATION 1032  LAAUKCO  
   RHS     C  LAUKCO(-1)  PUKCO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1032 PLOT=0;END;                                                     

Equation number = 1032
**********************

Dependent variable = LAAUKCO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.760608242

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.174159223       0.116512913  -1.49476     1.000000
13505 LAUKCO  ( -1)       0.896794594       0.032433591  27.65018    -3.751750
13503 PUKCO   (  0)      -0.219549957       0.114000193  -1.92587     1.010705

SE of equation            =     0.242175412
Sum of squared residuals  =  10.8500520      -0.124633637E-10
Average absolute error    =     0.181049917
Sum of ABS residuals      =  34.0373844    
R squared                 =   0.86080
Durbin-Watson statistic   =   2.63386
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                        +   *         !!           .  .  .0          !
 1966.2!                           +   *      !!           .  .  .0          !
 1966.3!                              +  *    !!           .  .  0           !
 1966.4!                                +     *!           .  .  .  0        !
 1967.1!                                *   + !!          0.  .  .           !
 1967.2!                             * +      !!           .0 .  .           !
 1967.3!                           + *        !!           .  .0 .           !
 1967.4!                       *    +         !!         0 .  .  .           !
 1968.1!                      +    *          !!           .  .  . 0         !
 1968.2!                           + *        !!           .  .  0           !
 1968.3!                            +         !!           . 0.  .           !
 1968.4!                           +     *    !!           .  .  . 0         !
 1969.1!                              *+      !!           .0 .  .           !
 1969.2!                            *+        !!           .  0  .           !
 1969.3!                           +          !!           .  0  .           !
 1969.4!                           +*         !!           .  .0 .           !
 1970.1!                         * +          !!           .0 .  .           !
 1970.2!                         + *          !!           .  . 0.           !
 1970.3!                          +           !!           .  0  .           !
 1970.4!                        * +           !!           . 0.  .           !
 1971.1!                        +*            !!           .  .0 .           !
 1971.2!                        +      *      !!           .  .  .  0        !
 1971.3!                           *  +       !!           0  .  .           !
 1971.4!                          + *         !!           .  . 0.           !
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 1972.2!                               *+     !!           . 0.  .           !
 1972.3!                       *      +       !!       0   .  .  .           !
 1972.4!                       +   *          !!           .  .  . 0         !
 1973.1!                           +*         !!           .  .0 .           !
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 1973.4!                        * +           !!           .0 .  .           !
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 1974.2!                        * +           !!           .0 .  .           !
 1974.3!                        +   *         !!           .  .  .0          !
 1974.4!                          * +         !!           .0 .  .           !
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 1975.2!                         *   +        !!          0.  .  .           !
 1975.3!                         +    *       !!           .  .  . 0         !
 1975.4!                           * +        !!           0  .  .           !
 1976.1!                         *+           !!           . 0.  .           !
 1976.2!                       * +            !!           .0 .  .           !
 1976.3!                       + *            !!           .  . 0.           !
 1976.4!                      *  +            !!           0  .  .           !
 1977.1!                      +  *            !!           .  .  0           !
 1977.2!                     *  +             !!           0  .  .           !
 1977.3!                     +    *           !!           .  .  . 0         !
 1977.4!                       * +            !!           .0 .  .           !
 1978.1!                      + *             !!           .  . 0.           !
 1978.2!                        +             !!           .  .0 .           !
 1978.3!                        +*            !!           .  . 0.           !
 1978.4!                     *   +            !!           0  .  .           !
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 1980.1!                *   +                 !!           0  .  .           !
 1980.2!                +                     !!           .  0  .           !
 1980.3!            *  +                      !!           0  .  .           !
 1980.4!            +*                        !!           .  .0 .           !
 1981.1!            +                         !!           .  0  .           !
 1981.2!            + *                       !!           .  .  0           !
 1981.3!              +*                      !!           .  0  .           !
 1981.4!            * +                       !!           .0 .  .           !
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 1982.2!           *  +                       !!           0  .  .           !
 1982.3!           +*                         !!           .  0  .           !
 1982.4!            +*                        !!           .  .0 .           !
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 1983.2!             + *                      !!           .  . 0.           !
 1983.3!              *+                      !!           . 0.  .           !
 1983.4!              +                       !!           .  0  .           !
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 1984.2!            * +                       !!           . 0.  .           !
 1984.3!       *    +                         !!         0 .  .  .           !
 1984.4!        +*                            !!           .  0  .           !
 1985.1!         +          *                 !!           .  .  .       0   !
 1985.2!             *      +                 !!        0  .  .  .           !
 1985.3!             +     *                  !!           .  .  .  0        !
 1985.4!                   +  *               !!           .  .  0           !
 1986.1!              *       +               !!       0   .  .  .           !
 1986.2!              +  *                    !!           .  . 0.           !
 1986.3!                *+                    !!           . 0.  .           !
 1986.4!                +     *               !!           .  .  .  0        !
 1987.1!                    *+                !!           .0 .  .           !
 1987.2!                 * +                  !!           0  .  .           !
 1987.3!                 + *                  !!           .  . 0.           !
 1987.4!                  +                   !!           .  0  .           !
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 1988.3!              *+                      !!           . 0.  .           !
 1988.4!       *      +                       !!       0   .  .  .           !
 1989.1!        +   *                         !!           .  .  .0          !
 1989.2!             +                        !!           .  .0 .           !
 1989.3!             + *                      !!           .  .0 .           !
 1989.4!              +  *                    !!           .  . 0.           !
 1990.1!              * +                     !!           .0 .  .           !
 1990.2!              + *                     !!           .  . 0.           !
 1990.3!             * +                      !!           .0 .  .           !
 1990.4!         *   +                        !!          0.  .  .           !
 1991.1!         +   *                        !!           .  .  .0          !
 1991.2!            *+                        !!           .  0  .           !
 1991.3!            +*                        !!           .  .0 .           !
 1991.4!           * +                        !!           .0 .  .           !
 1992.1!           + *                        !!           .  .0 .           !
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 1992.3!          + *                         !!           .  .0 .           !
 1992.4!       *    +                         !!         0 .  .  .           !
 1993.1!       +  *                           !!           .  .  0           !
 1993.2!          +*                          !!           .  0  .           !
 1993.3!          + *                         !!           .  .0 .           !
 1993.4!         * +                          !!           .0 .  .           !
 1994.1!        +  *                          !!           .  . 0.           !
 1994.2!          +*                          !!           .  .0 .           !
 1994.3!          +              *            !!           .  .  .           0
 1994.4!               *       +              !!      0    .  .  .           !
 1995.1!         *    +                       !!         0 .  .  .           !
 1995.2!         + *                          !!           .  . 0.           !
 1995.3!      *   +                           !!          0.  .  .           !
 1995.4!      +      *                        !!           .  .  .   0       !
 1996.1!            + *                       !!           .  . 0.           !
 1996.2!             +    *                   !!           .  .  . 0         !
 1996.3!         *       +                    !!      0    .  .  .           !
 1996.4!         +    *                       !!           .  .  . 0         !
 1997.1!             +*                       !!           .  .0 .           !
 1997.2!            *+                        !!           . 0.  .           !
 1997.3!           +                          !!           . 0.  .           !
 1997.4!          + *                         !!           .  . 0.           !
 1998.1!           +    *                     !!           .  .  .0          !
 1998.2!              +                       !!           . 0.  .           !
 1998.3!        *   +                         !!         0 .  .  .           !
 1998.4!      *+                              !!           . 0.  .           !
 1999.1!     +       *                        !!           .  .  .    0      !
 1999.2!        *   +                         !!          0.  .  .           !
 1999.3!        +     *                       !!           .  .  .  0        !
 1999.4!          *  +                        !!           0  .  .           !
 2000.1!          +                           !!           .  0  .           !
 2000.2!         *+                           !!           .  0  .           !
 2000.3!         +   *                        !!           .  .  0           !
 2000.4!         *  +                         !!           0  .  .           !
 2001.1!          +                           !!           .  .0 .           !
 2001.2!           +                          !!           .  0  .           !
 2001.3!         * +                          !!           .0 .  .           !
 2001.4!         *+                           !!           . 0.  .           !
 2002.1!      *  +                            !!           0  .  .           !
 2002.2!       +*                             !!           .  .0 .           !
 2002.3!       *+                             !!           . 0.  .           !
 2002.4!     *  +                             !!           .0 .  .           !
 2003.1!      +   *                           !!           .  .  .0          !
 2003.2!          +                           !!           . 0.  .           !
 2003.3!         *+                           !!           . 0.  .           !
 2003.4!         +                            !!           .  0  .           !
 2004.1!         +                            !!           .  0  .           !
 2004.2!         + *                          !!           .  . 0.           !
 2004.3!        *  +                          !!           0  .  .           !
 2004.4!        +                             !!           .  0  .           !
 2005.1!      * +                             !!           0  .  .           !
 2005.2!      +*                              !!           .  .0 .           !
 2005.3!      * +                             !!           .0 .  .           !
 2005.4!     *+                               !!           . 0.  .           !
 2006.1!    * +                               !!           .0 .  .           !
 2006.2!    *+                                !!           . 0.  .           !
 2006.3!     +*                               !!           .  .0 .           !
 2006.4!      *+                              !!           . 0.  .           !
 2007.1!      +                               !!           .  0  .           !
 2007.2!  *    +                              !!          0.  .  .           !
 2007.3!  *+                                  !!           . 0.  .           !
 2007.4! * +                                  !!           .0 .  .           !
 2008.1!* +                                   !!           0  .  .           !
 2008.2!*+                                    !!           . 0.  .           !
 2008.3! + *                                  !!           .  .0 .           !
 2008.4!    +                                 !!           .  0  .           !
 2009.1!     +                                !!           . 0.  .           !
 2009.2!      +                               !!           .  0  .           !
 2009.3!    *  +                              !!           0  .  .           !
 2009.4!  *  +                                !!           0  .  .           !
 2010.1!   *+                                 !!           . 0.  .           !
 2010.2! *   +                                !!          0.  .  .           !
 2010.3!  +                                   !!           .  0  .           !
 2010.4!*   +                                 !!           0  .  .           !
 2011.1!  +  *                                !!           .  .  0           !
 2011.2! *    +                               !!         0 .  .  .           !
 2011.3!   +                                  !!           .  0  .           !
 2011.4*     +                                !!         0 .  .  .           !
 2012.1! +                                    !!           .  0  .           !
 2012.2! * +                                  !!           . 0.  .           !
 2012.3!   +                                  !!           .  0  .           !
 2012.4! *  +                                 !!           0  .  .           !


     27.13 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFICO=FIPX$/COPMM;                                                      
 GENR LAAFICO=LOG(AAFICO+.00001);                                             
 GENR LAFICO=LOG(AFICO+.00001);                                               
 LHS AAFICO=EXP(LAAFICO)-.00001;                                              
  EQ 1436 LAAFICO C LAFICO(-1) PFICO;                                         
EQUATION 1033  LAAFICO  
   RHS     C  LAFICO(-1)  PFICO  
 SMPL 1976.2 2012.4;                                                          
Sample period is now  1976.2 to  2012.4 Internally:    98 to   244
 OLS;EST 1033 PLOT=0;END;                                                     

Equation number = 1033
**********************

Dependent variable = LAAFICO 

 1976.2 -   2012.4,    0 missing obs.,  147 obs. used.

Mean of dependent variable       -5.486275615

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.517515910       0.390222739  -6.45148     1.000000
13508 LAFICO  ( -1)       0.475232371       0.073113346   6.49994    -5.485151
13506 PFICO   (  0)      -0.355094415       0.162728915  -2.18212     1.019555

SE of equation            =     0.346345550
Sum of squared residuals  =  17.2735546       0.126041400E-10
Average absolute error    =     0.269291018
Sum of ABS residuals      =  39.5857796    
R squared                 =   0.29220
Durbin-Watson statistic   =   2.34750
SMPL and No. Obs.         = 1976.2   2012.4    147

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.2!                *    +                !!          0   .   .          !
 1976.3!                    +     *           !!          .   .   .0         !
 1976.4!              *         +             !!     0    .   .   .          !
 1977.1!             *    +                   !!          0   .   .          !
 1977.2!                  +    *              !!          .   .   0          !
 1977.3!          *           +               !!    0     .   .   .          !
 1977.4!                +   *                 !!          .   .  0.          !
 1978.1!                     +     *          !!          .   .   .0         !
 1978.2!          *              +            !!  0       .   .   .          !
 1978.3!                 +            *       !!          .   .   .      0   !
 1978.4!                       *  +           !!          .0  .   .          !
 1979.1!                      *+              !!          .  0.   .          !
 1979.2!                       +  *           !!          .   .  0.          !
 1979.3!                      *  +            !!          . 0 .   .          !
 1979.4!                       + *            !!          .   . 0 .          !
 1980.1!                        +     *       !!          .   .   .0         !
 1980.2!                         *+           !!          .  0.   .          !
 1980.3!              *         +             !!      0   .   .   .          !
 1980.4!                   +    *             !!          .   .   .0         !
 1981.1!                     *  +             !!          . 0 .   .          !
 1981.2!                      +   *           !!          .   .  0.          !
 1981.3!                         +*           !!          .   .0  .          !
 1981.4!                        +   *         !!          .   .  0.          !
 1982.1!                 *        +           !!       0  .   .   .          !
 1982.2!                    +                 !!          .   0   .          !
 1982.3!                      +       *       !!          .   .   .  0       !
 1982.4!                  *        +          !!       0  .   .   .          !
 1983.1!                     +    *           !!          .   .   0          !
 1983.2!                         +  *         !!          .   . 0 .          !
 1983.3!                          + *         !!          .   . 0 .          !
 1983.4!                          +*          !!          .   .0  .          !
 1984.1!                         +*           !!          .   .0  .          !
 1984.2!                         + *          !!          .   . 0 .          !
 1984.3!                         + *          !!          .   .0  .          !
 1984.4!                         +   *        !!          .   .  0.          !
 1985.1!                           +  *       !!          .   .  0.          !
 1985.2!                           +    *     !!          .   .   .0         !
 1985.3!                            +         !!          .   0   .          !
 1985.4!                         +            !!          .  0.   .          !
 1986.1!                        +  *          !!          .   .  0.          !
 1986.2!                      *  +            !!          .0  .   .          !
 1986.3!                      +    *          !!          .   .   0          !
 1986.4!                         +    *       !!          .   .   0          !
 1987.1!                          +*          !!          .   .0  .          !
 1987.2!                         + *          !!          .   . 0 .          !
 1987.3!                         + *          !!          .   . 0 .          !
 1987.4!                        +    *        !!          .   .  0.          !
 1988.1!                    *    +            !!          0   .   .          !
 1988.2!              *      +                !!        0 .   .   .          !
 1988.3!                  +   *               !!          .   .   0          !
 1988.4!                  *   +               !!          .0  .   .          !
 1989.1!                   +*                 !!          .   .0  .          !
 1989.2!               *    +                 !!         0.   .   .          !
 1989.3!              *   +                   !!          0   .   .          !
 1989.4!                 +     *              !!          .   .   0          !
 1990.1!                   * +                !!          . 0 .   .          !
 1990.2!                    +                 !!          .   .0  .          !
 1990.3!              *     +                 !!          0   .   .          !
 1990.4*                 +                    !0          .   .   .          !
 1991.1!          +      *                    !!          .   .   . 0        !
 1991.2!       *           +                  !!    0     .   .   .          !
 1991.3!              +          *            !!          .   .   .    0     !
 1991.4!                  *    +              !!          0   .   .          !
 1992.1!                 *  +                 !!          . 0 .   .          !
 1992.2!               *   +                  !!          0   .   .          !
 1992.3!                  +*                  !!          .   .0  .          !
 1992.4!              *     +                 !!         0.   .   .          !
 1993.1!                   + *                !!          .   . 0 .          !
 1993.2!                  *  +                !!          . 0 .   .          !
 1993.3!                    + *               !!          .   .0  .          !
 1993.4!                   *  +               !!          . 0 .   .          !
 1994.1!                    + *               !!          .   . 0 .          !
 1994.2!                    *+                !!          .  0.   .          !
 1994.3!                *  +                  !!          .0  .   .          !
 1994.4!                  +  *                !!          .   .  0.          !
 1995.1!                   +    *             !!          .   .   0          !
 1995.2!                   * +                !!          . 0 .   .          !
 1995.3!                  +*                  !!          .   .0  .          !
 1995.4!                  + *                 !!          .   . 0 .          !
 1996.1!                  + *                 !!          .   .0  .          !
 1996.2!                   +     *            !!          .   .   .0         !
 1996.3!                 *    +               !!          0   .   .          !
 1996.4!              *   +                   !!          .0  .   .          !
 1997.1!              *  +                    !!          . 0 .   .          !
 1997.2!                 + *                  !!          .   . 0 .          !
 1997.3!                   *+                 !!          .  0.   .          !
 1997.4!                   +*                 !!          .   0   .          !
 1998.1!                    +  *              !!          .   . 0 .          !
 1998.2!               *     +                !!          0   .   .          !
 1998.3!                 +*                   !!          .   .0  .          !
 1998.4!               *  +                   !!          . 0 .   .          !
 1999.1!                +  *                  !!          .   .  0.          !
 1999.2!                   *+                 !!          .  0.   .          !
 1999.3!                    +     *           !!          .   .   .0         !
 1999.4!                       + *            !!          .   .0  .          !
 2000.1!                        +    *        !!          .   .   .0         !
 2000.2!                          +   *       !!          .   .  0.          !
 2000.3!                          + *         !!          .   . 0 .          !
 2000.4!                          +    *      !!          .   .   .0         !
 2001.1!                         * +          !!          . 0 .   .          !
 2001.2!                        +             !!          .   0   .          !
 2001.3!                        + *           !!          .   . 0 .          !
 2001.4!                         +*           !!          .   .0  .          !
 2002.1!                         +            !!          .   0   .          !
 2002.2!                        +             !!          .   0   .          !
 2002.3!                       + *            !!          .   . 0 .          !
 2002.4!                        + *           !!          .   .0  .          !
 2003.1!                        +           * !!          .   .   .     0    !
 2003.2!                           * +        !!          . 0 .   .          !
 2003.3!                         +            !!          .   0   .          !
 2003.4!                       +   *          !!          .   .  0.          !
 2004.1!                     *  +             !!          .0  .   .          !
 2004.2!                     +      *         !!          .   .   .0         !
 2004.3!                         + *          !!          .   . 0 .          !
 2004.4!                         +   *        !!          .   .  0.          !
 2005.1!                         +         *  !!          .   .   .   0      !
 2005.2!                            +         *!          .   .   .   0      !
 2005.3!                              +       !!          .   0   .          !
 2005.4!                          +        *  !!          .   .   .  0       !
 2006.1!                             +       *!!          .   .   .  0       !
 2006.2!                              +       !!          .   0   .          !
 2006.3!                          +*          !!          .   0   .          !
 2006.4!                         + *          !!          .   . 0 .          !
 2007.1!                         +            !!          .   0   .          !
 2007.2!                        +             !!          .   0   .          !
 2007.3!                   *    +             !!          0   .   .          !
 2007.4!                 *   +                !!          .0  .   .          !
 2008.1!                    +                 !!          .   0   .          !
 2008.2!                      +    *          !!          .   .   0          !
 2008.3!                   *     +            !!         0.   .   .          !
 2008.4!                      + *             !!          .   . 0 .          !
 2009.1!                  *     +             !!         0.   .   .          !
 2009.2!                     + *              !!          .   . 0 .          !
 2009.3!                   *    +             !!          0   .   .          !
 2009.4!                      +  *            !!          .   .  0.          !
 2010.1!             *           +            !!    0     .   .   .          !
 2010.2!                   +*                 !!          .   .0  .          !
 2010.3!              *        +              !!       0  .   .   .          !
 2010.4!                *  +                  !!          .0  .   .          !
 2011.1!                  * +                 !!          . 0 .   .          !
 2011.2!             *       +                !!       0  .   .   .          !
 2011.3!               *   +                  !!          .0  .   .          !
 2011.4!              *     +                 !!         0.   .   .          !
 2012.1!                *   +                 !!          .0  .   .          !
 2012.2!                 *   +                !!          .0  .   .          !
 2012.3!                 *   +                !!          .0  .   .          !
 2012.4!                 *   +                !!          0   .   .          !


     27.89 percent of the residuals exceed 1 SE
      5.44 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASCO=ASPX$/COPMM;                                                      
 GENR LAAASCO=LOG(AAASCO+.00001);                                             
 GENR LAASCO=LOG(AASCO+.00001);                                               
 LHS AAASCO=EXP(LAAASCO)-.00001;                                              
  EQ 1437 LAAASCO C LAASCO(-1) PASCO;                                         
EQUATION 1034  LAAASCO  
   RHS     C  LAASCO(-1)  PASCO  
 SMPL 1976.3 2012.4;                                                          
Sample period is now  1976.3 to  2012.4 Internally:    99 to   244
 OLS;EST 1034 PLOT=0;END;                                                     

Equation number = 1034
**********************

Dependent variable = LAAASCO 

 1976.3 -   2012.4,    0 missing obs.,  146 obs. used.

Mean of dependent variable       -7.060798275

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.494702746       0.595807482  -4.18710     1.000000
13511 LAASCO  ( -1)       0.517495904       0.071184555   7.26978    -7.054666
13509 PASCO   (  0)      -0.838582579       0.423800472  -1.97872     1.091526

SE of equation            =     0.945402712
Sum of squared residuals  =  127.811439      -0.289457347E-11
Average absolute error    =     0.720209159
Sum of ABS residuals      =  105.150537    
R squared                 =   0.32352
Durbin-Watson statistic   =   2.22522
SMPL and No. Obs.         = 1976.3   2012.4    146

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.3!              *   +                   !!          . 0 .   .          !
 1976.4!           *    +                     !!          .0  .   .          !
 1977.1!        *     +                       !!          .0  .   .          !
 1977.2!*           +                         !!       0  .   .   .          !
 1977.3!        +*                            !!          .   0   .          !
 1977.4!             +    *                   !!          .   .  0.          !
 1978.1!          *       +                   !!          0   .   .          !
 1978.2!        *     +                       !!          .0  .   .          !
 1978.3!          *  +                        !!          .  0.   .          !
 1978.4!      *       +                       !!          0   .   .          !
 1979.1!         *  +                         !!          .  0.   .          !
 1979.2!           *  +                       !!          .  0.   .          !
 1979.3!            *  +                      !!          . 0 .   .          !
 1979.4!        *      +                      !!          0   .   .          !
 1980.1!         *  +                         !!          . 0 .   .          !
 1980.2!        *    +                        !!          .0  .   .          !
 1980.3!           *+                         !!          .  0.   .          !
 1980.4!              +*                      !!          .   0   .          !
 1981.1!          *     +                     !!          .0  .   .          !
 1981.2!  *          +                        !!        0 .   .   .          !
 1981.3!         + *                          !!          .   .0  .          !
 1981.4!           *  +                       !!          . 0 .   .          !
 1982.1!       *      +                       !!          0   .   .          !
 1982.2!       *    +                         !!          . 0 .   .          !
 1982.3!      *     +                         !!          .0  .   .          !
 1982.4!       *    +                         !!          .0  .   .          !
 1983.1! *          +                         !!        0 .   .   .          !
 1983.2!      *  +                            !!          . 0 .   .          !
 1983.3! *          +                         !!         0.   .   .          !
 1983.4!         +              *             !!          .   .   .   0      !
 1984.1!*                    +                !!  0       .   .   .          !
 1984.2!   *    +                             !!          .0  .   .          !
 1984.3!          +  *                        !!          .   .0  .          !
 1984.4!   *           +                      !!       0  .   .   .          !
 1985.1!          +*                          !!          .   0   .          !
 1985.2*               +                      !!     0    .   .   .          !
 1985.3!  *      +                            !!          0   .   .          !
 1985.4!          +                           *!          .   .   .          0
 1986.1!                          *  +        !!          . 0 .   .          !
 1986.2!                       +    *         !!          .   . 0 .          !
 1986.3!                         +        *   !!          .   .   .0         !
 1986.4!                            +      *  !!          .   .   0          !
 1987.1!                          *  +        !!          . 0 .   .          !
 1987.2!              *        +              !!         0.   .   .          !
 1987.3!         *        +                   !!         0.   .   .          !
 1987.4!               +           *          !!          .   .   .  0       !
 1988.1!                    *   +             !!          . 0 .   .          !
 1988.2!                   +    *             !!          .   .  0.          !
 1988.3!             *       +                !!          0   .   .          !
 1988.4!               +             *        !!          .   .   .   0      !
 1989.1!                       + *            !!          .   .0  .          !
 1989.2!                     + *              !!          .   .0  .          !
 1989.3!                    +    *            !!          .   . 0 .          !
 1989.4!                     +           *    !!          .   .   . 0        !
 1990.1!                         + *          !!          .   .0  .          !
 1990.2!             *         +              !!         0.   .   .          !
 1990.3!            *  +                      !!          .  0.   .          !
 1990.4!       *       +                      !!         0.   .   .          !
 1991.1!             +        *               !!          .   .   .0         !
 1991.2!                *    +                !!          .0  .   .          !
 1991.3!                 +         *          !!          .   .   .0         !
 1991.4!                     * +              !!          .  0.   .          !
 1992.1!              *     +                 !!          .0  .   .          !
 1992.2!                *+                    !!          .  0.   .          !
 1992.3!                  +  *                !!          .   . 0 .          !
 1992.4!                    + *               !!          .   .0  .          !
 1993.1!                     +  *             !!          .   . 0 .          !
 1993.2!        *             +               !!      0   .   .   .          !
 1993.3!             +               *        !!          .   .   .    0     !
 1993.4!               *        +             !!         0.   .   .          !
 1994.1!                +             *       !!          .   .   .   0      !
 1994.2!                        +       *     !!          .   .   0          !
 1994.3!                         + *          !!          .   . 0 .          !
 1994.4!                       + *            !!          .   .0  .          !
 1995.1!               *     +                !!          .0  .   .          !
 1995.2!            *   +                     !!          . 0 .   .          !
 1995.3!           *   +                      !!          . 0 .   .          !
 1995.4!              +              *        !!          .   .   .   0      !
 1996.1!                       +  *           !!          .   .0  .          !
 1996.2!                      +    *          !!          .   .  0.          !
 1996.3!                  *    +              !!          .0  .   .          !
 1996.4!                  +          *        !!          .   .   . 0        !
 1997.1!                        +        *    !!          .   .   .0         !
 1997.2!                          +  *        !!          .   . 0 .          !
 1997.3!                        +             !!          .   0   .          !
 1997.4!                     +    *           !!          .   .  0.          !
 1998.1!                *     +               !!          .0  .   .          !
 1998.2!                 +*                   !!          .   .0  .          !
 1998.3!                * +                   !!          .  0.   .          !
 1998.4!                 +     *              !!          .   .  0.          !
 1999.1!                    +   *             !!          .   . 0 .          !
 1999.2!                   *  +               !!          . 0 .   .          !
 1999.3!                   +         *        !!          .   .   .0         !
 1999.4!                        + *           !!          .   .0  .          !
 2000.1!                *      +              !!          0   .   .          !
 2000.2!                  +  *                !!          .   . 0 .          !
 2000.3!                    +*                !!          .   0   .          !
 2000.4!               *    +                 !!          .0  .   .          !
 2001.1!                * +                   !!          .  0.   .          !
 2001.2!                  +            *      !!          .   .   .  0       !
 2001.3!                 *        +           !!         0.   .   .          !
 2001.4!                * +                   !!          .  0.   .          !
 2002.1!               *  +                   !!          .  0.   .          !
 2002.2!                 +  *                 !!          .   . 0 .          !
 2002.3!                    +       *         !!          .   .   0          !
 2002.4!                        + *           !!          .   .0  .          !
 2003.1!                       +           *  !!          .   .   . 0        !
 2003.2!                            +   *     !!          .   . 0 .          !
 2003.3!                          + *         !!          .   .0  .          !
 2003.4!                        +    *        !!          .   .  0.          !
 2004.1!                        +             !!          .   0   .          !
 2004.2!                 *    +               !!          .0  .   .          !
 2004.3!                  +         *         !!          .   .   . 0        !
 2004.4!                        +             !!          .   0   .          !
 2005.1!                    *+                !!          .  0.   .          !
 2005.2!                 * +                  !!          .  0.   .          !
 2005.3!                *+                    !!          .  0.   .          !
 2005.4!                +*                    !!          .   0   .          !
 2006.1!                *+                    !!          .   0   .          !
 2006.2!                 +  *                 !!          .   . 0 .          !
 2006.3!                  + *                 !!          .   .0  .          !
 2006.4!                   +                  !!          .   0   .          !
 2007.1!              *   +                   !!          . 0 .   .          !
 2007.2!               +                      !!          .   0   .          !
 2007.3!                +  *                  !!          .   . 0 .          !
 2007.4!                 *+                   !!          .  0.   .          !
 2008.1!             *  +                     !!          . 0 .   .          !
 2008.2!             +         *              !!          .   .   .0         !
 2008.3!             *    +                   !!          . 0 .   .          !
 2008.4!             + *                      !!          .   .0  .          !
 2009.1!              +           *           !!          .   .   . 0        !
 2009.2!                 *   +                !!          . 0 .   .          !
 2009.3!               * +                    !!          .  0.   .          !
 2009.4!               +   *                  !!          .   . 0 .          !
 2010.1!                 +   *                !!          .   . 0 .          !
 2010.2!             *   +                    !!          . 0 .   .          !
 2010.3!            +                         !!          .   0   .          !
 2010.4!            + *                       !!          .   .0  .          !
 2011.1!            +     *                   !!          .   .  0.          !
 2011.2!            * +                       !!          .  0.   .          !
 2011.3!          +   *                       !!          .   . 0 .          !
 2011.4!            + *                       !!          .   .0  .          !
 2012.1!          * +                         !!          .  0.   .          !
 2012.2!          +   *                       !!          .   . 0 .          !
 2012.3!         *   +                        !!          . 0 .   .          !
 2012.4!           +*                         !!          .   .0  .          !


     28.08 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@@EQ 1438 LAASOCO C LASOCO(-1) PSOCO;SMPL 1991.3 2012.4;OLS;EST 1438 PLOT=0;EN
@@EQ 1439 LAAKOCO C LAKOCO(-1) PKOCO;SMPL 1994.3 2012.4;OLS;EST 1439 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBECO=BEPX$Q/COPMM;                                                     
 GENR LAABECO=LOG(AABECO+.00001);                                             
 GENR LABECO=LOG(ABECO+.00001);                                               
 LHS AABECO=EXP(LAABECO)-.00001;                                              
  EQ 1440 LAABECO C LABECO(-1) PBECO;                                         
EQUATION 1035  LAABECO  
   RHS     C  LABECO(-1)  PBECO  
 SMPL 1968.2 2012.4;                                                          
Sample period is now  1968.2 to  2012.4 Internally:    66 to   244
 OLS;EST 1035 PLOT=0;END;                                                     

Equation number = 1035
**********************

Dependent variable = LAABECO 

 1968.2 -   2012.4,    0 missing obs.,  179 obs. used.

Mean of dependent variable       -4.658059020

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.122198764       0.266169310  -7.97312     1.000000
13514 LABECO  ( -1)       0.359133134       0.069634026   5.15744    -4.658595
13512 PBECO   (  0)      -0.872203505       0.158792167  -5.49274     0.989224

SE of equation            =     0.246605390
Sum of squared residuals  =  10.7033024       0.324291705E-10
Average absolute error    =     0.176441218
Sum of ABS residuals      =  31.5829779    
R squared                 =   0.43589
Durbin-Watson statistic   =   2.13912
SMPL and No. Obs.         = 1968.2   2012.4    179

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.2!             *     +                  !!          0   .   .          !
 1968.3!             *     +                  !!          0   .   .          !
 1968.4!               *   +                  !!          .0  .   .          !
 1969.1!                   +             *    !!          .   .   .     0    !
 1969.2!                         + *          !!          .   .0  .          !
 1969.3!                       +             *!!          .   .   .    0     !
 1969.4!                         * +          !!          .  0.   .          !
 1970.1!                      + *             !!          .   .0  .          !
 1970.2!                      +               !!          .   0   .          !
 1970.3!                     + *              !!          .   . 0 .          !
 1970.4!                     +        *       !!          .   .   . 0        !
 1971.1!                        +    *        !!          .   .   0          !
 1971.2!                       *+             !!          .  0.   .          !
 1971.3!                      +             * !!          .   .   .      0   !
 1971.4!                      *   +           !!          .0  .   .          !
 1972.1!                   *+                 !!          .  0.   .          !
 1972.2!                    +        *        !!          .   .   .  0       !
 1972.3!                       +       *      !!          .   .   . 0        !
 1972.4!                         +   *        !!          .   .  0.          !
 1973.1!                        +   *         !!          .   .  0.          !
 1973.2!                  *    +              !!          .0  .   .          !
 1973.3!              *    +                  !!          0   .   .          !
 1973.4!                  +              *    !!          .   .   .      0   !
 1974.1!           *             +            !!    0     .   .   .          !
 1974.2!                 +               *    !!          .   .   .       0  !
 1974.3!                         +   *        !!          .   .  0.          !
 1974.4!                        +*            !!          .   .0  .          !
 1975.1!                     +*               !!          .   0   .          !
 1975.2!              *     +                 !!          0   .   .          !
 1975.3!                  +                   !!          .   0   .          !
 1975.4!                   +                  !!          .   0   .          !
 1976.1!                    +    *            !!          .   .   0          !
 1976.2!     *                +               !!  0       .   .   .          !
 1976.3!              *+                      !!          .  0.   .          !
 1976.4!          *     +                     !!          0   .   .          !
 1977.1!               +*                     !!          .   .0  .          !
 1977.2!                 + *                  !!          .   . 0 .          !
 1977.3!                 +                    *!          .   .   .          0
 1977.4!                        +   *         !!          .   .  0.          !
 1978.1!                   +                  !!          .  0.   .          !
 1978.2!                 +    *               !!          .   .  0.          !
 1978.3!                  + *                 !!          .   .0  .          !
 1978.4!             *   +                    !!          .0  .   .          !
 1979.1!            * +                       !!          . 0 .   .          !
 1979.2!               +                      !!          .   0   .          !
 1979.3!            *   +                     !!          .0  .   .          !
 1979.4!               +*                     !!          .   .0  .          !
 1980.1!                 +     *              !!          .   .   .0         !
 1980.2!              *    +                  !!          0   .   .          !
 1980.3!               +                      !!          .  0.   .          !
 1980.4!                 + *                  !!          .   . 0 .          !
 1981.1!                    +  *              !!          .   . 0 .          !
 1981.2!                 *    +               !!          0   .   .          !
 1981.3!                    + *               !!          .   .0  .          !
 1981.4!                     +       *        !!          .   .   . 0        !
 1982.1!        *               +             !!   0      .   .   .          !
 1982.2!                *+                    !!          .  0.   .          !
 1982.3!                    +*                !!          .   .0  .          !
 1982.4!                  *   +               !!          .0  .   .          !
 1983.1!              *      +                !!         0.   .   .          !
 1983.2!                   +*                 !!          .   0   .          !
 1983.3!                 *    +               !!          0   .   .          !
 1983.4!                     +                !!          .   0   .          !
 1984.1!                       +*             !!          .   .0  .          !
 1984.2!                  *    +              !!          .0  .   .          !
 1984.3!                    *+                !!          .  0.   .          !
 1984.4!               *       +              !!        0 .   .   .          !
 1985.1!               *     +                !!         0.   .   .          !
 1985.2!                     +  *             !!          .   . 0 .          !
 1985.3!                      *+              !!          .  0.   .          !
 1985.4!                 *    +               !!          .0  .   .          !
 1986.1!              *     +                 !!          0   .   .          !
 1986.2!             *    +                   !!          .0  .   .          !
 1986.3!             *   +                    !!          .0  .   .          !
 1986.4!                 +*                   !!          .   .0  .          !
 1987.1!                  +         *         !!          .   .   .  0       !
 1987.2!                       +              !!          .   0   .          !
 1987.3!                     +                !!          .   0   .          !
 1987.4!                    +   *             !!          .   .  0.          !
 1988.1!                  *  +                !!          . 0 .   .          !
 1988.2!                  +                   !!          .   0   .          !
 1988.3!                   +*                 !!          .   .0  .          !
 1988.4!              *    +                  !!          0   .   .          !
 1989.1!               *+                     !!          .   0   .          !
 1989.2!                 +      *             !!          .   .   .0         !
 1989.3!                    + *               !!          .   .0  .          !
 1989.4!                  +       *           !!          .   .   . 0        !
 1990.1!                  +*                  !!          .   0   .          !
 1990.2!                +  *                  !!          .   .  0.          !
 1990.3!        *      +                      !!         0.   .   .          !
 1990.4!           +   *                      !!          .   .  0.          !
 1991.1!             * +                      !!          .  0.   .          !
 1991.2!         *     +                      !!          0   .   .          !
 1991.3!       *     +                        !!          0   .   .          !
 1991.4!            +                         !!          .   0   .          !
 1992.1!             +              *         !!          .   .   .     0    !
 1992.2!                 * +                  !!          . 0 .   .          !
 1992.3!              +    *                  !!          .   .   0          !
 1992.4!              + *                     !!          .   . 0 .          !
 1993.1*               +                      !!  0       .   .   .          !
 1993.2!      * +                             !!          .  0.   .          !
 1993.3!        * +                           !!          .  0.   .          !
 1993.4!        * +                           !!          .  0.   .          !
 1994.1!      *  +                            !!          . 0 .   .          !
 1994.2!    *  +                              !!          . 0 .   .          !
 1994.3!  * +                                 !!          . 0 .   .          !
 1994.4!     +     *                          !!          .   .   0          !
 1995.1!       +    *                         !!          .   .   0          !
 1995.2!       *+                             !!          .  0.   .          !
 1995.3!       +  *                           !!          .   .  0.          !
 1995.4!      *+                              !!          .  0.   .          !
 1996.1!      +   *                           !!          .   .  0.          !
 1996.2!          *+                          !!          .  0.   .          !
 1996.3!           +            *             !!          .   .   .    0     !
 1996.4!     *          +                     !!       0  .   .   .          !
 1997.1!          +                           !!          .   0   .          !
 1997.2!             +   *                    !!          .   .  0.          !
 1997.3!            *   +                     !!          .0  .   .          !
 1997.4!         *   +                        !!          .0  .   .          !
 1998.1!   *         +                        !!       0  .   .   .          !
 1998.2!        +  *                          !!          .   . 0 .          !
 1998.3!     *    +                           !!          0   .   .          !
 1998.4!      +*                              !!          .   .0  .          !
 1999.1!      *+                              !!          .   0   .          !
 1999.2!         * +                          !!          . 0 .   .          !
 1999.3!             +   *                    !!          .   .  0.          !
 1999.4!                +*                    !!          .   .0  .          !
 2000.1!                 +    *               !!          .   .  0.          !
 2000.2!                    +   *             !!          .   .  0.          !
 2000.3!                  *  +                !!          . 0 .   .          !
 2000.4!                  * +                 !!          .  0.   .          !
 2001.1!                 * +                  !!          . 0 .   .          !
 2001.2!                   +    *             !!          .   .  0.          !
 2001.3!                     +                !!          .   0   .          !
 2001.4!                    +      *          !!          .   .   .0         !
 2002.1!                      +   *           !!          .   . 0 .          !
 2002.2!                     +  *             !!          .   . 0 .          !
 2002.3!                    +*                !!          .   .0  .          !
 2002.4!                   +     *            !!          .   .   0          !
 2003.1!                    + *               !!          .   . 0 .          !
 2003.2!                   +*                 !!          .   .0  .          !
 2003.3!            *     +                   !!          0   .   .          !
 2003.4!              +                       !!          .   0   .          !
 2004.1!              +                       !!          .   0   .          !
 2004.2!            * +                       !!          . 0 .   .          !
 2004.3!            * +                       !!          .  0.   .          !
 2004.4!              +                       !!          .   0   .          !
 2005.1!            +                         !!          .   0   .          !
 2005.2!           * +                        !!          .  0.   .          !
 2005.3!              +  *                    !!          .   . 0 .          !
 2005.4!             *  +                     !!          . 0 .   .          !
 2006.1!           *  +                       !!          . 0 .   .          !
 2006.2!         *   +                        !!          .0  .   .          !
 2006.3!          * +                         !!          . 0 .   .          !
 2006.4!          *  +                        !!          . 0 .   .          !
 2007.1!          * +                         !!          .  0.   .          !
 2007.2!            + *                       !!          .   .0  .          !
 2007.3!       *    +                         !!          0   .   .          !
 2007.4!          +                           !!          .   0   .          !
 2008.1!       *   +                          !!          . 0 .   .          !
 2008.2!          +  *                        !!          .   .  0.          !
 2008.3!        *   +                         !!          .0  .   .          !
 2008.4!            +    *                    !!          .   .  0.          !
 2009.1!            *  +                      !!          . 0 .   .          !
 2009.2!             +                        !!          .  0.   .          !
 2009.3!            *+                        !!          .   0   .          !
 2009.4!          *  +                        !!          . 0 .   .          !
 2010.1!           *+                         !!          .   0   .          !
 2010.2!           *  +                       !!          . 0 .   .          !
 2010.3!             *+                       !!          .  0.   .          !
 2010.4!             *+                       !!          .   0   .          !
 2011.1!         *    +                       !!          .0  .   .          !
 2011.2!        *   +                         !!          .0  .   .          !
 2011.3!           +                          !!          .  0.   .          !
 2011.4!             +                        !!          .   0   .          !
 2012.1!             *+                       !!          .  0.   .          !
 2012.2!            * +                       !!          .  0.   .          !
 2012.3!          *   +                       !!          .0  .   .          !
 2012.4!             + *                      !!          .   . 0 .          !


     20.11 percent of the residuals exceed 1 SE
      6.70 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDECO=DEPX$Q/COPMM;                                                     
 GENR LAADECO=LOG(AADECO+.00001);                                             
 GENR LADECO=LOG(ADECO+.00001);                                               
 LHS AADECO=EXP(LAADECO)-.00001;                                              
  EQ 1441 LAADECO C LADECO(-1) PDECO;                                         
EQUATION 1036  LAADECO  
   RHS     C  LADECO(-1)  PDECO  
 SMPL 1968.4 2012.4;                                                          
Sample period is now  1968.4 to  2012.4 Internally:    68 to   244
 OLS;EST 1036 PLOT=0;END;                                                     

Equation number = 1036
**********************

Dependent variable = LAADECO 

 1968.4 -   2012.4,    0 missing obs.,  177 obs. used.

Mean of dependent variable       -5.819815422

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.645857926       0.364368169  -4.51702     1.000000
13517 LADECO  ( -1)       0.609473826       0.058526544  10.41363    -5.814496
13515 PDECO   (  0)      -0.615259779       0.258075977  -2.38403     1.024242

SE of equation            =     0.405666681
Sum of squared residuals  =  28.6343893      -0.156141766E-11
Average absolute error    =     0.303459214
Sum of ABS residuals      =  53.7122808    
R squared                 =   0.44880
Durbin-Watson statistic   =   2.31591
SMPL and No. Obs.         = 1968.4   2012.4    177

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.4!                          +     *     !!         .    .   0.         !
 1969.1!                          +      *    !!         .    .    0         !
 1969.2!                           +  *       !!         .    . 0  .         !
 1969.3!                         +    *       !!         .    .  0 .         !
 1969.4!                         +  *         !!         .    . 0  .         !
 1970.1!                        +   *         !!         .    . 0  .         !
 1970.2!                        + *           !!         .    .0   .         !
 1970.3!                       +   *          !!         .    .  0 .         !
 1970.4!                       +            * !!         .    .    .    0    !
 1971.1!                         *   +        !!         . 0  .    .         !
 1971.2!                       +   *          !!         .    .  0 .         !
 1971.3!                       + *            !!         .    .0   .         !
 1971.4!                      +              *!!         .    .    .     0   !
 1972.1!                         *    +       !!         .0   .    .         !
 1972.2!                      +  *            !!         .    . 0  .         !
 1972.3!                      +               *!         .    .    .     0   !
 1972.4!                              +     * !!         .    .   0.         !
 1973.1!                       *    +         !!         .0   .    .         !
 1973.2!                    +             *   !!         .    .    .    0    !
 1973.3!                    *      +          !!         0    .    .         !
 1973.4!                  +           *       !!         .    .    .  0      !
 1974.1!                         +    *       !!         .    .  0 .         !
 1974.2!                         +            !!         .    0    .         !
 1974.3!                       + *            !!         .    . 0  .         !
 1974.4!                       + *            !!         .    . 0  .         !
 1975.1!                      +         *     !!         .    .    .  0      !
 1975.2!              *           +           !!     0   .    .    .         !
 1975.3!               +                      !!         .    0    .         !
 1975.4!                +           *         !!         .    .    .   0     !
 1976.1!                *       +             !!         0    .    .         !
 1976.2!                +       *             !!         .    .    .0        !
 1976.3!                     +              * !!         .    .    .    0    !
 1976.4!                      *     +         !!         .0   .    .         !
 1977.1!          *        +                  !!       0 .    .    .         !
 1977.2!            +              *          !!         .    .    .     0   !
 1977.3!                      +  *            !!         .    . 0  .         !
 1977.4!                     +             *  !!         .    .    .     0   !
 1978.1!      *                   +           !0         .    .    .         !
 1978.2!         +             *              !!         .    .    .    0    !
 1978.3!                *   +                 !!         . 0  .    .         !
 1978.4! *             +                      !!    0    .    .    .         !
 1979.1! *     +                              !!         .0   .    .         !
 1979.2!       +           *                  !!         .    .    .   0     !
 1979.3!                  +     *             !!         .    .   0.         !
 1979.4!                     +            *   !!         .    .    .   0     !
 1980.1!                       *   +          !!         . 0  .    .         !
 1980.2!        *           +                 !!     0   .    .    .         !
 1980.3!           +           *              !!         .    .    .  0      !
 1980.4!                 *   +                !!         . 0  .    .         !
 1981.1!                  +    *              !!         .    .   0.         !
 1981.2!                *    +                !!         .0   .    .         !
 1981.3!        *         +                   !!       0 .    .    .         !
 1981.4!     *      +                         !!         0    .    .         !
 1982.1!           +*                         !!         .    .0   .         !
 1982.2!            *  +                      !!         .  0 .    .         !
 1982.3!          *    +                      !!         .0   .    .         !
 1982.4!              +*                      !!         .    .0   .         !
 1983.1!           *     +                    !!         .0   .    .         !
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 1983.3!                   +*                 !!         .    0    .         !
 1983.4!     *              +                 !!    0    .    .    .         !
 1984.1!           +   *                      !!         .    .  0 .         !
 1984.2!                 +                 *  !!         .    .    .       0 !
 1984.3!                              +   *   !!         .    .  0 .         !
 1984.4!                             +      * !!         .    .    0         !
 1985.1!                      *       +       !!        0.    .    .         !
 1985.2!                   *  +               !!         .  0 .    .         !
 1985.3!                 * +                  !!         .   0.    .         !
 1985.4!         *        +                   !!        0.    .    .         !
 1986.1!          * +                         !!         .  0 .    .         !
 1986.2!             +      *                 !!         .    .    0         !
 1986.3!            *      +                  !!         0    .    .         !
 1986.4!   *          +                       !!      0  .    .    .         !
 1987.1!        +      *                      !!         .    .    0         !
 1987.2!           *   +                      !!         . 0  .    .         !
 1987.3!             *+                       !!         .    0    .         !
 1987.4!               +  *                   !!         .    .  0 .         !
 1988.1! *                +                   !!  0      .    .    .         !
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 1988.3!         *    +                       !!         .0   .    .         !
 1988.4!       *    +                         !!         . 0  .    .         !
 1989.1!       *   +                          !!         . 0  .    .         !
 1989.2!           + *                        !!         .    .0   .         !
 1989.3!         *    +                       !!         .0   .    .         !
 1989.4!           + *                        !!         .    .0   .         !
 1990.1!         *   +                        !!         . 0  .    .         !
 1990.2!           +     *                    !!         .    .    0         !
 1990.3!               +*                     !!         .    .0   .         !
 1990.4!     *        +                       !!       0 .    .    .         !
 1991.1!        +   *                         !!         .    . 0  .         !
 1991.2!             +   *                    !!         .    .  0 .         !
 1991.3!                +*                    !!         .    .0   .         !
 1991.4!                +  *                  !!         .    .  0 .         !
 1992.1!               * +                    !!         .   0.    .         !
 1992.2!            * +                       !!         .  0 .    .         !
 1992.3!           *+                         !!         .    0    .         !
 1992.4!           +   *                      !!         .    . 0  .         !
 1993.1!            *  +                      !!         .  0 .    .         !
 1993.2!            +                         !!         .    0    .         !
 1993.3!            +                         !!         .    0    .         !
 1993.4!            +*                        !!         .    .0   .         !
 1994.1!          * +                         !!         .   0.    .         !
 1994.2!         +             *              !!         .    .    .    0    !
 1994.3!         *      +                     !!         0    .    .         !
 1994.4!         +       *                    !!         .    .    .0        !
 1995.1!             + *                      !!         .    .0   .         !
 1995.2!            +  *                      !!         .    . 0  .         !
 1995.3!            + *                       !!         .    .0   .         !
 1995.4!           + *                        !!         .    .0   .         !
 1996.1!          +                           !!         .    0    .         !
 1996.2!          *+                          !!         .   0.    .         !
 1996.3!          +                           !!         .    0    .         !
 1996.4!      *   +                           !!         . 0  .    .         !
 1997.1!        +*                            !!         .    .0   .         !
 1997.2!         * +                          !!         .   0.    .         !
 1997.3!        *  +                          !!         .  0 .    .         !
 1997.4!        * +                           !!         .   0.    .         !
 1998.1!          +*                          !!         .    .0   .         !
 1998.2!           +                          !!         .    0    .         !
 1998.3!           +  *                       !!         .    . 0  .         !
 1998.4!           +   *                      !!         .    .  0 .         !
 1999.1!           +*                         !!         .    .0   .         !
 1999.2!            +                         !!         .    0    .         !
 1999.3!             +                        !!         .    0    .         !
 1999.4!             +*                       !!         .    .0   .         !
 2000.1!               +    *                 !!         .    .   0.         !
 2000.2!                   +*                 !!         .    .0   .         !
 2000.3!                   + *                !!         .    .0   .         !
 2000.4!                    +*                !!         .    .0   .         !
 2001.1!                    +                 !!         .    0    .         !
 2001.2!                   +                  !!         .    0    .         !
 2001.3!                  +*                  !!         .    .0   .         !
 2001.4!                   + *                !!         .    . 0  .         !
 2002.1!                *   +                 !!         . 0  .    .         !
 2002.2!                +*                    !!         .    .0   .         !
 2002.3!               * +                    !!         .   0.    .         !
 2002.4!               +  *                   !!         .    . 0  .         !
 2003.1!                +                     !!         .    0    .         !
 2003.2!               + *                    !!         .    .0   .         !
 2003.3!                +                     !!         .    0    .         !
 2003.4!               +*                     !!         .    .0   .         !
 2004.1!     *         +                      !!       0 .    .    .         !
 2004.2!      * +                             !!         .  0 .    .         !
 2004.3!     *   +                            !!         .  0 .    .         !
 2004.4!      * +                             !!         .  0 .    .         !
 2005.1!   *    +                             !!         .0   .    .         !
 2005.2!  *     +                             !!         .0   .    .         !
 2005.3!       +  *                           !!         .    . 0  .         !
 2005.4!            +*                        !!         .    .0   .         !
 2006.1!         *    +                       !!         .0   .    .         !
 2006.2!        *  +                          !!         .  0 .    .         !
 2006.3!    *      +                          !!         0    .    .         !
 2006.4!     *  +                             !!         .  0 .    .         !
 2007.1!        *+                            !!         .   0.    .         !
 2007.2!     *     +                          !!         .0   .    .         !
 2007.3!   *     +                            !!         .0   .    .         !
 2007.4!    *  +                              !!         .  0 .    .         !
 2008.1!        +*                            !!         .    0    .         !
 2008.2!     *     +                          !!         .0   .    .         !
 2008.3!       * +                            !!         .   0.    .         !
 2008.4!           +     *                    !!         .    .    0         !
 2009.1!    *            +                    !!     0   .    .    .         !
 2009.2!       * +                            !!         .   0.    .         !
 2009.3!    *     +                           !!         0    .    .         !
 2009.4!        +                             !!         .    0    .         !
 2010.1!         * +                          !!         .   0.    .         !
 2010.2!       *     +                        !!         .0   .    .         !
 2010.3!         * +                          !!         .   0.    .         !
 2010.4*             +                        !!     0   .    .    .         !
 2011.1!   *   +                              !!         . 0  .    .         !
 2011.2!        +*                            !!         .    .0   .         !
 2011.3*            +                         !!    0    .    .    .         !
 2011.4!      +     *                         !!         .    .   0.         !
 2012.1!     *        +                       !!        0.    .    .         !
 2012.2!          +     *                     !!         .    .   0.         !
 2012.3!          *      +                    !!         0    .    .         !
 2012.4!             + *                      !!         .    .0   .         !


     24.86 percent of the residuals exceed 1 SE
      6.78 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOCO=NOPX$Q/COPMM;                                                     
 GENR LAANOCO=LOG(AANOCO+.00001);                                             
 GENR LANOCO=LOG(ANOCO+.00001);                                               
 LHS AANOCO=EXP(LAANOCO)-.00001;                                              
  EQ 1442 LAANOCO C LANOCO(-1) PNOCO;                                         
EQUATION 1037  LAANOCO  
   RHS     C  LANOCO(-1)  PNOCO  
 SMPL 1980.2 2012.4;                                                          
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
 OLS;EST 1037 PLOT=0;END;                                                     

Equation number = 1037
**********************

Dependent variable = LAANOCO 

 1980.2 -   2012.4,    0 missing obs.,  131 obs. used.

Mean of dependent variable       -6.692682934

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.998020510       0.478844442  -6.26095     1.000000
13520 LANOCO  ( -1)       0.417955420       0.081024770   5.15837    -6.681017
13518 PNOCO   (  0)      -0.996419968       0.289677130  -3.43976     0.905537

SE of equation            =     0.635235643
Sum of squared residuals  =  51.6511133       0.140421008E-11
Average absolute error    =     0.498683591
Sum of ABS residuals      =  65.3275504    
R squared                 =   0.35922
Durbin-Watson statistic   =   2.05988
SMPL and No. Obs.         = 1980.2   2012.4    131

Plot of actual(*) and fitted(+) values and residuals(0)


 1980.2!               *  +                   !!         .  0 .    .         !
 1980.3!               +            *         !!         .    .    .    0    !
 1980.4!                     +         *      !!         .    .    .  0      !
 1981.1!                      +    *          !!         .    .   0.         !
 1981.2!                    +                 *!         .    .    .        0!
 1981.3!                      *  +            !!         .  0 .    .         !
 1981.4!           *      +                   !!         0    .    .         !
 1982.1!              +     *                 !!         .    .    0         !
 1982.2!                 +                   *!!         .    .    .         0
 1982.3!                  *      +            !!         0    .    .         !
 1982.4!            *    +                    !!         .0   .    .         !
 1983.1!              *+                      !!         .   0.    .         !
 1983.2!                +                     !!         .    0    .         !
 1983.3!                 + *                  !!         .    . 0  .         !
 1983.4!                * +                   !!         .   0.    .         !
 1984.1!     *          +                     !!     0   .    .    .         !
 1984.2!          * +                         !!         .   0.    .         !
 1984.3!        *     +                       !!         .0   .    .         !
 1984.4!          *   +                       !!         . 0  .    .         !
 1985.1!              +  *                    !!         .    . 0  .         !
 1985.2!       *         +                    !!      0  .    .    .         !
 1985.3!          *  +                        !!         .  0 .    .         !
 1985.4!              +   *                   !!         .    .  0 .         !
 1986.1!                * +                   !!         .   0.    .         !
 1986.2!                *  +                  !!         .  0 .    .         !
 1986.3!                  *+                  !!         .    0    .         !
 1986.4!                    +     *           !!         .    .    0         !
 1987.1!                       +            * !!         .    .    .    0    !
 1987.2!                           +  *       !!         .    . 0  .         !
 1987.3!                         +   *        !!         .    .  0 .         !
 1987.4!                        +             !!         .    0    .         !
 1988.1!                      +       *       !!         .    .    .0        !
 1988.2!                        + *           !!         .    .0   .         !
 1988.3!                       +              !!         .    0    .         !
 1988.4!                      +       *       !!         .    .    .0        !
 1989.1!                        +   *         !!         .    .  0 .         !
 1989.2!     *                 +              !!0        .    .    .         !
 1989.3!              +      *                !!         .    .    0         !
 1989.4!             *      +                 !!         0    .    .         !
 1990.1!                 +     *              !!         .    .    0         !
 1990.2!                     +       *        !!         .    .    .0        !
 1990.3!                      +       *       !!         .    .    .0        !
 1990.4!                     +    *           !!         .    .  0 .         !
 1991.1!                      +  *            !!         .    . 0  .         !
 1991.2!                      +    *          !!         .    .   0.         !
 1991.3!                      *+              !!         .    0    .         !
 1991.4!              *     +                 !!         0    .    .         !
 1992.1!                  +   *               !!         .    .  0 .         !
 1992.2!              *      +                !!         0    .    .         !
 1992.3!        *        +                    !!       0 .    .    .         !
 1992.4!             * +                      !!         .   0.    .         !
 1993.1!            *     +                   !!         0    .    .         !
 1993.2!                +                     !!         .    0    .         !
 1993.3!            *     +                   !!         0    .    .         !
 1993.4!                 +*                   !!         .    .0   .         !
 1994.1!  *                +                  !! 0       .    .    .         !
 1994.2!            +             *           !!         .    .    .     0   !
 1994.3!              *      +                !!        0.    .    .         !
 1994.4!         *       +                    !!        0.    .    .         !
 1995.1!              +       *               !!         .    .    .0        !
 1995.2!                    +   *             !!         .    .  0 .         !
 1995.3!                     +     *          !!         .    .   0.         !
 1995.4!                    * +               !!         .   0.    .         !
 1996.1!                   +                  !!         .    0    .         !
 1996.2!            *      +                  !!         0    .    .         !
 1996.3!                +           *         !!         .    .    .   0     !
 1996.4!                 *    +               !!         .0   .    .         !
 1997.1!            *     +                   !!         .0   .    .         !
 1997.2!                 +    *               !!         .    .   0.         !
 1997.3!             *       +                !!        0.    .    .         !
 1997.4!               * +                    !!         .   0.    .         !
 1998.1!                  +                   !!         .    0    .         !
 1998.2!                   +      *           !!         .    .    0         !
 1998.3!                       +        *     !!         .    .    . 0       !
 1998.4!                         +     *      !!         .    .    0         !
 1999.1!                    *   +             !!         .0   .    .         !
 1999.2!            *       +                 !!        0.    .    .         !
 1999.3!              * +                     !!         .  0 .    .         !
 1999.4!                +      *              !!         .    .    0         !
 2000.1!                    +  *              !!         .    .  0 .         !
 2000.2!                    +                 !!         .    0    .         !
 2000.3!             *    +                   !!         .0   .    .         !
 2000.4!                +    *                !!         .    .   0.         !
 2001.1!                   +     *            !!         .    .   0.         !
 2001.2!                    +                 !!         .    0    .         !
 2001.3!            *      +                  !!        0.    .    .         !
 2001.4!               *+                     !!         .   0.    .         !
 2002.1!                  +  *                !!         .    .  0 .         !
 2002.2!           *        +                 !!       0 .    .    .         !
 2002.3!              *+                      !!         .   0.    .         !
 2002.4!              * +                     !!         .  0 .    .         !
 2003.1!                +*                    !!         .    .0   .         !
 2003.2!            *     +                   !!         0    .    .         !
 2003.3!              * +                     !!         .   0.    .         !
 2003.4!             *  +                     !!         .  0 .    .         !
 2004.1!           *    +                     !!         . 0  .    .         !
 2004.2!              +   *                   !!         .    .  0 .         !
 2004.3!               * +                    !!         .   0.    .         !
 2004.4!        *      +                      !!        0.    .    .         !
 2005.1!           +      *                   !!         .    .    0         !
 2005.2!              * +                     !!         .  0 .    .         !
 2005.3!            *+                        !!         .   0.    .         !
 2005.4!       *     +                        !!         .0   .    .         !
 2006.1*         +                            !!      0  .    .    .         !
 2006.2!      +  *                            !!         .    .  0 .         !
 2006.3!          +  *                        !!         .    . 0  .         !
 2006.4!           *+                         !!         .   0.    .         !
 2007.1!         *  +                         !!         .  0 .    .         !
 2007.2!         *+                           !!         .   0.    .         !
 2007.3!        * +                           !!         .  0 .    .         !
 2007.4!    *   +                             !!         . 0  .    .         !
 2008.1!      +    *                          !!         .    .   0.         !
 2008.2!       +         *                    !!         .    .    . 0       !
 2008.3!           +   *                      !!         .    .  0 .         !
 2008.4!            *+                        !!         .   0.    .         !
 2009.1!          *  +                        !!         .  0 .    .         !
 2009.2!            +        *                !!         .    .    .0        !
 2009.3!          *      +                    !!         0    .    .         !
 2009.4!            +                         !!         .    .0   .         !
 2010.1!            + *                       !!         .    . 0  .         !
 2010.2!  *           +                       !!     0   .    .    .         !
 2010.3!        +*                            !!         .    .0   .         !
 2010.4!     *    +                           !!         .0   .    .         !
 2011.1!       +   *                          !!         .    .  0 .         !
 2011.2!        *+                            !!         .   0.    .         !
 2011.3!         +    *                       !!         .    .    0         !
 2011.4!           +                          !!         .    0    .         !
 2012.1!     *   +                            !!         . 0  .    .         !
 2012.2!      * +                             !!         .   0.    .         !
 2012.3!    *   +                             !!         . 0  .    .         !
 2012.4!      *+                              !!         .   0.    .         !


     30.53 percent of the residuals exceed 1 SE
      4.58 percent of the residuals exceed 2 SE
@EQ  1443 LAASWCO C LASWCO(-1) PSWCO;SMPL 1966.1 2012.4;OLS;EST 1443 PLOT=0;EN
@@EQ 1444 LAAGRCO C LAGRCO(-1) PGRCO;SMPL 1996.4 2012.4;OLS;EST 1444 PLOT=0;EN
@EQ  1445 LAAIRCO C LAIRCO(-1) PIRCO;SMPL 1979.1 2012.4;OLS;EST 1445 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOCO=POPX$Q/COPMM;                                                     
 GENR LAAPOCO=LOG(AAPOCO+.00001);                                             
 GENR LAPOCO=LOG(APOCO+.00001);                                               
 LHS AAPOCO=EXP(LAAPOCO)-.00001;                                              
  EQ 1446 LAAPOCO C LAPOCO(-1) PPOCO;                                         
EQUATION 1038  LAAPOCO  
   RHS     C  LAPOCO(-1)  PPOCO  
 SMPL 1980.3 2012.4;                                                          
Sample period is now  1980.3 to  2012.4 Internally:   115 to   244
 OLS;EST 1038 PLOT=0;END;                                                     

Equation number = 1038
**********************

Dependent variable = LAAPOCO 

 1980.3 -   2012.4,    0 missing obs.,  130 obs. used.

Mean of dependent variable       -8.139351918

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.481337944       0.692591229  -5.02654     1.000000
13523 LAPOCO  ( -1)       0.540272618       0.075153557   7.18892    -8.140543
13521 PPOCO   (  0)      -0.215908944       0.351830692  -0.61367     1.203755

SE of equation            =     0.598598370
Sum of squared residuals  =  45.5066411      -0.368913788E-10
Average absolute error    =     0.438283085
Sum of ABS residuals      =  56.9768011    
R squared                 =   0.30051
Durbin-Watson statistic   =   2.41245
SMPL and No. Obs.         = 1980.3   2012.4    130

Plot of actual(*) and fitted(+) values and residuals(0)


 1980.3!                     + *              !!          .   .0  .          !
 1980.4!                     + *              !!          .   . 0 .          !
 1981.1!                *    +                !!         0.   .   .          !
 1981.2!                *+                    !!          .  0.   .          !
 1981.3!                 + *                  !!          .   . 0 .          !
 1981.4!                 * +                  !!          .  0.   .          !
 1982.1!       *          +                   !!     0    .   .   .          !
 1982.2!          * +                         !!          . 0 .   .          !
 1982.3!              +   *                   !!          .   .  0.          !
 1982.4!           *      +                   !!        0 .   .   .          !
 1983.1!        *     +                       !!        0 .   .   .          !
 1983.2!            *+                        !!          .  0.   .          !
 1983.3!          *    +                      !!          0   .   .          !
 1983.4!              +     *                 !!          .   .   .0         !
 1984.1!            *      +                  !!        0 .   .   .          !
 1984.2!               + *                    !!          .   . 0 .          !
 1984.3!           *     +                    !!         0.   .   .          !
 1984.4*              +                       !! 0        .   .   .          !
 1985.1!        +*                            !!          .   .0  .          !
 1985.2!           * +                        !!          . 0 .   .          !
 1985.3!    *         +                       !!      0   .   .   .          !
 1985.4!           +    *                     !!          .   .   0          !
 1986.1!           *     +                    !!         0.   .   .          !
 1986.2!             * +                      !!          .  0.   .          !
 1986.3!                +  *                  !!          .   .  0.          !
 1986.4!                   +                  !!          .   0   .          !
 1987.1!                   +                  !!          .   0   .          !
 1987.2!            *      +                  !!        0 .   .   .          !
 1987.3!            *  +                      !!          .0  .   .          !
 1987.4!               +   *                  !!          .   .  0.          !
 1988.1!            *      +                  !!        0 .   .   .          !
 1988.2!               +     *                !!          .   .   .0         !
 1988.3!              *     +                 !!         0.   .   .          !
 1988.4!                +         *           !!          .   .   .   0      !
 1989.1!        *              +              !!  0       .   .   .          !
 1989.2!             +                        !!          .   0   .          !
 1989.3!                +                     !!          .   0   .          !
 1989.4!               * +                    !!          . 0 .   .          !
 1990.1!        *        +                    !!       0  .   .   .          !
 1990.2!             + *                      !!          .   . 0 .          !
 1990.3!             *   +                    !!          .0  .   .          !
 1990.4!               *+                     !!          .  0.   .          !
 1991.1!               * +                    !!          . 0 .   .          !
 1991.2!                +                     !!          .   0   .          !
 1991.3!                 +                    !!          .   0   .          !
 1991.4!               *  +                   !!          . 0 .   .          !
 1992.1!         *       +                    !!        0 .   .   .          !
 1992.2!       *      +                       !!         0.   .   .          !
 1992.3!         *  +                         !!          .0  .   .          !
 1992.4!             +*                       !!          .   0   .          !
 1993.1!                +                     !!          .   0   .          !
 1993.2!                *+                    !!          .  0.   .          !
 1993.3!                 + *                  !!          .   . 0 .          !
 1993.4!                  +*                  !!          .   .0  .          !
 1994.1!                * +                   !!          . 0 .   .          !
 1994.2!                *+                    !!          .  0.   .          !
 1994.3!                 +                    !!          .   0   .          !
 1994.4!           *     +                    !!         0.   .   .          !
 1995.1!              +     *                 !!          .   .   .0         !
 1995.2!                   +*                 !!          .   0   .          !
 1995.3!                   +  *               !!          .   .  0.          !
 1995.4!                    +   *             !!          .   .  0.          !
 1996.1!                   * +                !!          . 0 .   .          !
 1996.2!                  +   *               !!          .   .  0.          !
 1996.3!                    +                 !!          .   0   .          !
 1996.4!                   +  *               !!          .   . 0 .          !
 1997.1!                    +                 *!          .   .   .          0
 1997.2!                       *     +        !!         0.   .   .          !
 1997.3!                    +    *            !!          .   .   0          !
 1997.4!                    * +               !!          .  0.   .          !
 1998.1!                *  +                  !!          .0  .   .          !
 1998.2!                +      *              !!          .   .   .0         !
 1998.3!                    +   *             !!          .   .  0.          !
 1998.4!                     +  *             !!          .   .  0.          !
 1999.1!                     +*               !!          .   .0  .          !
 1999.2!                    +                 !!          .   0   .          !
 1999.3!                   +*                 !!          .   0   .          !
 1999.4!                   +     *            !!          .   .   .0         !
 2000.1!                      +*              !!          .   .0  .          !
 2000.2!                *    +                !!          0   .   .          !
 2000.3!                 + *                  !!          .   .0  .          !
 2000.4!                  +                   !!          .  0.   .          !
 2001.1!                  +      *            !!          .   .   . 0        !
 2001.2!                      +  *            !!          .   . 0 .          !
 2001.3!                      +               !!          .   0   .          !
 2001.4!                    +      *          !!          .   .   . 0        !
 2002.1!                       +*             !!          .   .0  .          !
 2002.2!                      +*              !!          .   . 0 .          !
 2002.3!                     +*               !!          .   0   .          !
 2002.4!                    +     *           !!          .   .   .0         !
 2003.1!                     * +              !!          . 0 .   .          !
 2003.2!                    +        *        !!          .   .   .  0       !
 2003.3!                   *    +             !!          0   .   .          !
 2003.4!                   + *                !!          .   . 0 .          !
 2004.1!                  * +                 !!          . 0 .   .          !
 2004.2!                  +*                  !!          .   .0  .          !
 2004.3!                 * +                  !!          .  0.   .          !
 2004.4!                  +    *              !!          .   .   0          !
 2005.1!                    *+                !!          .  0.   .          !
 2005.2!                *   +                 !!          .0  .   .          !
 2005.3!                  + *                 !!          .   . 0 .          !
 2005.4!                   +                  !!          .   0   .          !
 2006.1!                   + *                !!          .   . 0 .          !
 2006.2!                   *+                 !!          .  0.   .          !
 2006.3!                   + *                !!          .   . 0 .          !
 2006.4!                    +*                !!          .   .0  .          !
 2007.1!                    +                 !!          .   0   .          !
 2007.2!                  * +                 !!          .  0.   .          !
 2007.3!                   +   *              !!          .   .   0          !
 2007.4!                 *   +                !!          0   .   .          !
 2008.1!                  +         *         !!          .   .   .    0     !
 2008.2!                      * +             !!          . 0 .   .          !
 2008.3!                     +           *    !!          .   .   .     0    !
 2008.4!                     *     +          !!          0   .   .          !
 2009.1!                   *+                 !!          .  0.   .          !
 2009.2!                  *+                  !!          .  0.   .          !
 2009.3!                   +   *              !!          .   .  0.          !
 2009.4!                    *+                !!          .  0.   .          !
 2010.1!                    +*                !!          .   .0  .          !
 2010.2!                    +                 !!          .  0.   .          !
 2010.3!                    + *               !!          .   . 0 .          !
 2010.4!                     +      *         !!          .   .   . 0        !
 2011.1!                     *  +             !!          .0  .   .          !
 2011.2!                    +  *              !!          .   . 0 .          !
 2011.3!                     +        *       !!          .   .   .  0       !
 2011.4!                     *   +            !!          .0  .   .          !
 2012.1!                    +        *        !!          .   .   .  0       !
 2012.2!                        +   *         !!          .   .  0.          !
 2012.3!                        +*            !!          .   .0  .          !
 2012.4!                      + *             !!          .   . 0 .          !


     29.23 percent of the residuals exceed 1 SE
      5.38 percent of the residuals exceed 2 SE
@EQ  1447 LAASPCO C LASPCO(-1) PSPCO;SMPL 1966.1 2012.4;OLS;EST 1447 PLOT=0;EN
@EQ  1448 LAANZCO C LANZCO(-1) PNZCO;SMPL 1988.2 2012.4;OLS;EST 1448 PLOT=0;EN
@@EQ 1449 LAASACO C LASACO(-1) PSACO;SMPL 1995.3 2012.4;OLS;EST 1449 PLOT=0;EN
@@EQ 1450 LAAVECO C LAVECO(-1) PVECO;SMPL 1966.1 2012.4;OLS;EST 1450 PLOT=0;EN
@@EQ 1451 LAAJOCO C LAJOCO(-1) PJOCO;SMPL 2012.3 2012.4;OLS;EST 1451 PLOT=0;EN
@@EQ 1452 LAASYCO C LASYCO(-1) PSYCO;SMPL 2001.3 2012.4;OLS;EST 1452 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDCO=IDPX$Q/COPMM;                                                     
 GENR LAAIDCO=LOG(AAIDCO+.00001);                                             
 GENR LAIDCO=LOG(AIDCO+.00001);                                               
 LHS AAIDCO=EXP(LAAIDCO)-.00001;                                              
  EQ 1453 LAAIDCO C LAIDCO(-1) PIDCO;                                         
EQUATION 1039  LAAIDCO  
   RHS     C  LAIDCO(-1)  PIDCO  
 SMPL 1981.2 2012.4;                                                          
Sample period is now  1981.2 to  2012.4 Internally:   118 to   244
 OLS;EST 1039 PLOT=0;END;                                                     

Equation number = 1039
**********************

Dependent variable = LAAIDCO 

 1981.2 -   2012.4,    0 missing obs.,  127 obs. used.

Mean of dependent variable       -6.405708198

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.057023027       0.523422308  -0.10894     1.000000
13526 LAIDCO  ( -1)       0.945040297       0.026366075  35.84304    -6.451143
13524 PIDCO   (  0)      -0.214544937       0.429470961  -0.49956     1.175021

SE of equation            =     0.592362435
Sum of squared residuals  =  43.5107635       0.106274989E-10
Average absolute error    =     0.323010186
Sum of ABS residuals      =  41.0222936    
R squared                 =   0.91257
Durbin-Watson statistic   =   2.84090
SMPL and No. Obs.         = 1981.2   2012.4    127

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.2!    +    *                            !!           .  .  .0          !
 1981.3*          +                           !!    0      .  .  .           !
 1981.4! +                                    !!           .  0  .           !
 1982.1!   + *                                !!           .  . 0.           !
 1982.2!     *+                               !!           . 0.  .           !
 1982.3!    * +                               !!           . 0.  .           !
 1982.4!    *+                                !!           . 0.  .           !
 1983.1!     +    *                           !!           .  .  .0          !
 1983.2!           +                          !!           .  0  .           !
 1983.3!           *+                         !!           . 0.  .           !
 1983.4!         *  +                         !!           0  .  .           !
 1984.1!          +*                          !!           .  .0 .           !
 1984.2!          * +                         !!           . 0.  .           !
 1984.3!           +                          !!           .  0  .           !
 1984.4!           *+                         !!           . 0.  .           !
 1985.1!           *+                         !!           . 0.  .           !
 1985.2!          * +                         !!           .0 .  .           !
 1985.3!         *+                           !!           . 0.  .           !
 1985.4!          +                           !!           .  0  .           !
 1986.1!           +                          !!           .  0  .           !
 1986.2!          * +                         !!           . 0.  .           !
 1986.3!           +                          !!           .  0  .           !
 1986.4!            +                         !!           .  0  .           !
 1987.1!           * +                        !!           . 0.  .           !
 1987.2!          * +                         !!           .0 .  .           !
 1987.3!          *+                          !!           . 0.  .           !
 1987.4!         * +                          !!           . 0.  .           !
 1988.1!          +                           !!           .  0  .           !
 1988.2!        *  +                          !!           0  .  .           !
 1988.3!         +*                           !!           .  .0 .           !
 1988.4!       *   +                          !!           0  .  .           !
 1989.1!        +                 *           !!           .  .  .           0
 1989.2!         *                +           !!0          .  .  .           !
 1989.3!        * +                           !!           .0 .  .           !
 1989.4!     *   +                            !!          0.  .  .           !
 1990.1!      +  *                            !!           .  . 0.           !
 1990.2!          +*                          !!           .  .0 .           !
 1990.3!          * +                         !!           .0 .  .           !
 1990.4!           +   *                      !!           .  .  0           !
 1991.1!               +  *                   !!           .  . 0.           !
 1991.2!                  +*                  !!           .  0  .           !
 1991.3!                  *+                  !!           . 0.  .           !
 1991.4!                   +*                 !!           .  .0 .           !
 1992.1!                    +*                !!           .  0  .           !
 1992.2!              *      +                !!        0  .  .  .           !
 1992.3!               +   *                  !!           .  .  .0          !
 1992.4!                   *+                 !!           . 0.  .           !
 1993.1!                   +    *             !!           .  .  .0          !
 1993.2!                  *     +             !!        0  .  .  .           !
 1993.3!                  + *                 !!           .  . 0.           !
 1993.4!                    +                 !!           .  0  .           !
 1994.1!                   *+                 !!           . 0.  .           !
 1994.2!                   +                  !!           .  0  .           !
 1994.3!                   + *                !!           .  . 0.           !
 1994.4!                     +*               !!           .  .0 .           !
 1995.1!                 *    +               !!         0 .  .  .           !
 1995.2!                 +   *                !!           .  .  0           !
 1995.3!                     *+               !!           .  0  .           !
 1995.4!                      +               !!           .  .0 .           !
 1996.1!                      *+              !!           .  0  .           !
 1996.2!                    *  +              !!           .0 .  .           !
 1996.3!                     +  *             !!           .  .  0           !
 1996.4!                      * +             !!           .0 .  .           !
 1997.1!                      +  *            !!           .  . 0.           !
 1997.2!                        *+            !!           . 0.  .           !
 1997.3!                        +             !!           .  0  .           !
 1997.4!                     *  +             !!           0  .  .           !
 1998.1!                     + *              !!           .  .0 .           !
 1998.2!                      *+              !!           . 0.  .           !
 1998.3!                      + *             !!           .  .0 .           !
 1998.4!                       *+             !!           .  0  .           !
 1999.1!                       +  *           !!           .  .  0           !
 1999.2!                          +           !!           .  0  .           !
 1999.3!                          +*          !!           .  .0 .           !
 1999.4!                           +          !!           .  0  .           !
 2000.1!                           +*         !!           .  .0 .           !
 2000.2!                            +         !!           .  0  .           !
 2000.3!                            +*        !!           .  0  .           !
 2000.4!                            *+        !!           .  0  .           !
 2001.1!                             +        !!           .  0  .           !
 2001.2!                            *+        !!           .  0  .           !
 2001.3!                             +        !!           .  0  .           !
 2001.4!                             +        !!           .  0  .           !
 2002.1!                             +*       !!           .  .0 .           !
 2002.2!                              +       !!           .  0  .           !
 2002.3!                              +       !!           .  0  .           !
 2002.4!                              +       !!           .  0  .           !
 2003.1!                              +*      !!           .  .0 .           !
 2003.2!                               +      !!           .  0  .           !
 2003.3!                               +      !!           .  0  .           !
 2003.4!                               +      !!           .  .0 .           !
 2004.1!                               +    * !!           .  .  .0          !
 2004.2!                                   +  !!           .  0  .           !
 2004.3!                                   +* !!           .  .0 .           !
 2004.4!                                   +  !!           .  0  .           !
 2005.1!                                   +  *!           .  .  0           !
 2005.2!                                    *+!!           . 0.  .           !
 2005.3!                                    + !!           .  0  .           !
 2005.4!                                    + !!           .  0  .           !
 2006.1!                                   + *!!           .  .0 .           !
 2006.2!                                    + !!           .  0  .           !
 2006.3!                                    + !!           .  .0 .           !
 2006.4!                                   *+ !!           .  0  .           !
 2007.1!                                   + *!!           .  . 0.           !
 2007.2!                                    + !!           .  0  .           !
 2007.3!                                    + !!           .  0  .           !
 2007.4!                                   +* !!           .  .0 .           !
 2008.1!                                 * +  !!           .0 .  .           !
 2008.2!                                +     !!           .  0  .           !
 2008.3!                                +     !!           .  0  .           !
 2008.4!                                +*    !!           .  .0 .           !
 2009.1!                                 +    !!           .  0  .           !
 2009.2!                                +*    !!           .  0  .           !
 2009.3!                                 +    !!           .  0  .           !
 2009.4!                                 +    !!           .  0  .           !
 2010.1!                                +     !!           .  0  .           !
 2010.2!                                +*    !!           .  .0 .           !
 2010.3!                                *+    !!           .  0  .           !
 2010.4!                                +*    !!           .  .0 .           !
 2011.1!                                +     !!           .  0  .           !
 2011.2!                               + *    !!           .  .0 .           !
 2011.3!                                +*    !!           .  .0 .           !
 2011.4!                                 +*   !!           .  .0 .           !
 2012.1!                                 +*   !!           .  0  .           !
 2012.2!                                 +*   !!           .  0  .           !
 2012.3!                                 + *  !!           .  .0 .           !
 2012.4!                                 *+   !!           . 0.  .           !


     13.39 percent of the residuals exceed 1 SE
      3.94 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMACO=MAPX$Q/COPMM;                                                     
 GENR LAAMACO=LOG(AAMACO+.00001);                                             
 GENR LAMACO=LOG(AMACO+.00001);                                               
 LHS AAMACO=EXP(LAAMACO)-.00001;                                              
  EQ 1454 LAAMACO C LAMACO(-1) PMACO;                                         
EQUATION 1040  LAAMACO  
   RHS     C  LAMACO(-1)  PMACO  
 SMPL 1979.3 2012.4;                                                          
Sample period is now  1979.3 to  2012.4 Internally:   111 to   244
 OLS;EST 1040 PLOT=0;END;                                                     

Equation number = 1040
**********************

Dependent variable = LAAMACO 

 1979.3 -   2012.4,    0 missing obs.,  134 obs. used.

Mean of dependent variable       -6.767662443

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.997448035       0.400616287  -4.98594     1.000000
13529 LAMACO  ( -1)       0.609088218       0.068360898   8.90989    -6.776475
13527 PMACO   (  0)      -0.545573430       0.169556137  -3.21766     1.178106

SE of equation            =     0.444756309
Sum of squared residuals  =  25.9128708       0.891464680E-11
Average absolute error    =     0.314256403
Sum of ABS residuals      =  42.1103579    
R squared                 =   0.55382
Durbin-Watson statistic   =   2.31319
SMPL and No. Obs.         = 1979.3   2012.4    134

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.3!           +*                         !!          .   .0  .          !
 1979.4!            +                         !!          .   0   .          !
 1980.1!       *   +                          !!          .0  .   .          !
 1980.2!        +*                            !!          .   .0  .          !
 1980.3*          +                           !!       0  .   .   .          !
 1980.4!    + *                               !!          .   .0  .          !
 1981.1!        +    *                        !!          .   .   0          !
 1981.2*            +                         !!     0    .   .   .          !
 1981.3!    + *                               !!          .   .0  .          !
 1981.4!        +*                            !!          .   .0  .          !
 1982.1!     *    +                           !!          .0  .   .          !
 1982.2!   *    +                             !!          .0  .   .          !
 1982.3!      *+                              !!          .  0.   .          !
 1982.4!     *  +                             !!          .0  .   .          !
 1983.1!        +         *                   !!          .   .   .  0       !
 1983.2!              *  +                    !!          .0  .   .          !
 1983.3!*            +                        !!     0    .   .   .          !
 1983.4!    +               *                 !!          .   .   .      0   !
 1984.1!               +    *                 !!          .   .  0.          !
 1984.2!              +*                      !!          .   .0  .          !
 1984.3!      *     +                         !!          0   .   .          !
 1984.4!       +    *                         !!          .   .  0.          !
 1985.1!            +*                        !!          .   .0  .          !
 1985.2!           +    *                     !!          .   .  0.          !
 1985.3!             * +                      !!          .  0.   .          !
 1985.4!           *  +                       !!          . 0 .   .          !
 1986.1!              +*                      !!          .   0   .          !
 1986.2!                  +                   !!          .   0   .          !
 1986.3!                     +   *            !!          .   .  0.          !
 1986.4!              *         +             !!       0  .   .   .          !
 1987.1!                *+                    !!          .   0   .          !
 1987.2!                   +  *               !!          .   . 0 .          !
 1987.3!             *        +               !!       0  .   .   .          !
 1987.4!             *  +                     !!          . 0 .   .          !
 1988.1!               * +                    !!          .  0.   .          !
 1988.2!               *  +                   !!          . 0 .   .          !
 1988.3!  *              +                    !!    0     .   .   .          !
 1988.4!          +           *               !!          .   .   .    0     !
 1989.1!                      +               !!          .   0   .          !
 1989.2!          *          +                !!      0   .   .   .          !
 1989.3!            *  +                      !!          . 0 .   .          !
 1989.4!       *        +                     !!       0  .   .   .          !
 1990.1!      *      +                        !!         0.   .   .          !
 1990.2!       *     +                        !!          0   .   .          !
 1990.3!              +                       !!          .   0   .          !
 1990.4!         *       +                    !!        0 .   .   .          !
 1991.1!              +            *          !!          .   .   .    0     !
 1991.2!          *              +            !!    0     .   .   .          !
 1991.3!        *       +                     !!         0.   .   .          !
 1991.4!            * +                       !!          .  0.   .          !
 1992.1!         *      +                     !!         0.   .   .          !
 1992.2!              +   *                   !!          .   .  0.          !
 1992.3!       *            +                 !!     0    .   .   .          !
 1992.4!            *+                        !!          .   0   .          !
 1993.1!                +  *                  !!          .   . 0 .          !
 1993.2!         *         +                  !!       0  .   .   .          !
 1993.3!             +          *             !!          .   .   .   0      !
 1993.4!                    * +               !!          . 0 .   .          !
 1994.1!                 *  +                 !!          . 0 .   .          !
 1994.2!              *  +                    !!          . 0 .   .          !
 1994.3!              + *                     !!          .   .0  .          !
 1994.4!               +                      !!          .   0   .          !
 1995.1!             +  *                     !!          .   . 0 .          !
 1995.2!                + *                   !!          .   .0  .          !
 1995.3!             *   +                    !!          . 0 .   .          !
 1995.4!          *   +                       !!          . 0 .   .          !
 1996.1!            +                     *   !!          .   .   .          0
 1996.2!                      *    +          !!          .0  .   .          !
 1996.3!                    + *               !!          .   .0  .          !
 1996.4!                   +    *             !!          .   .  0.          !
 1997.1!                 *  +                 !!          . 0 .   .          !
 1997.2!                 +                    !!          .   0   .          !
 1997.3!                 +   *                !!          .   .  0.          !
 1997.4!                  * +                 !!          . 0 .   .          !
 1998.1!                 *+                   !!          .  0.   .          !
 1998.2!               *+                     !!          .  0.   .          !
 1998.3!             *  +                     !!          . 0 .   .          !
 1998.4!       *     +                        !!          0   .   .          !
 1999.1!         +*                           !!          .   .0  .          !
 1999.2!            *+                        !!          .   0   .          !
 1999.3!              +                       !!          .   0   .          !
 1999.4!              *+                      !!          .  0.   .          !
 2000.1!               +*                     !!          .   .0  .          !
 2000.2!                 + *                  !!          .   .0  .          !
 2000.3!                  +  *                !!          .   . 0 .          !
 2000.4!              *     +                 !!          0   .   .          !
 2001.1!            *  +                      !!          .0  .   .          !
 2001.2!              + *                     !!          .   . 0 .          !
 2001.3!                 +*                   !!          .   .0  .          !
 2001.4!                  +*                  !!          .   .0  .          !
 2002.1!               *  +                   !!          . 0 .   .          !
 2002.2!                +     *               !!          .   .   0          !
 2002.3!                    +  *              !!          .   . 0 .          !
 2002.4!                    +     *           !!          .   .   0          !
 2003.1!                     * +              !!          .  0.   .          !
 2003.2!                    +*                !!          .   .0  .          !
 2003.3!                    +                 !!          .   0   .          !
 2003.4!                 *  +                 !!          . 0 .   .          !
 2004.1!                  +     *             !!          .   .   .0         !
 2004.2!                      +*              !!          .   .0  .          !
 2004.3!                     *+               !!          .   0   .          !
 2004.4!                     + *              !!          .   .0  .          !
 2005.1!                    * +               !!          .  0.   .          !
 2005.2!                     +     *          !!          .   .   .0         !
 2005.3!                         +   *        !!          .   .  0.          !
 2005.4!                          +           !!          .   0   .          !
 2006.1!                       *+             !!          .  0.   .          !
 2006.2!                      +         *     !!          .   .   .  0       !
 2006.3!                            +       * !!          .   .   .0         !
 2006.4!                            *  +      !!          . 0 .   .          !
 2007.1!                          +           !!          .   0   .          !
 2007.2!                        +  *          !!          .   . 0 .          !
 2007.3!                         + *          !!          .   . 0 .          !
 2007.4!                         *+           !!          .   0   .          !
 2008.1!                         + *          !!          .   . 0 .          !
 2008.2!                          + *         !!          .   .0  .          !
 2008.3!                           +      *   !!          .   .   .0         !
 2008.4!                              + *     !!          .   .0  .          !
 2009.1!                            +   *     !!          .   .  0.          !
 2009.2!                            +   *     !!          .   . 0 .          !
 2009.3!                           *+         !!          .   0   .          !
 2009.4!                          +           !!          .   0   .          !
 2010.1!                         +   *        !!          .   .  0.          !
 2010.2!                          + *         !!          .   .0  .          !
 2010.3!                          +     *     !!          .   .   .0         !
 2010.4!                             +        *!          .   .   . 0        !
 2011.1!                               * +    !!          .  0.   .          !
 2011.2!                            +    *    !!          .   .  0.          !
 2011.3!                             +*       !!          .   .0  .          !
 2011.4!                            + *       !!          .   .0  .          !
 2012.1!                           +          !!          .   0   .          !
 2012.2!                          +      *    !!          .   .   .0         !
 2012.3!                             +*       !!          .   0   .          !
 2012.4!                            +         !!          .   0   .          !


     24.63 percent of the residuals exceed 1 SE
      6.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPACO=PAPX$Q/COPMM;                                                     
 GENR LAAPACO=LOG(AAPACO+.00001);                                             
 GENR LAPACO=LOG(APACO+.00001);                                               
 LHS AAPACO=EXP(LAAPACO)-.00001;                                              
  EQ 1455 LAAPACO C LAPACO(-1) PPACO;                                         
EQUATION 1041  LAAPACO  
   RHS     C  LAPACO(-1)  PPACO  
 SMPL 1989.2 2012.4;                                                          
Sample period is now  1989.2 to  2012.4 Internally:   150 to   244
 OLS;EST 1041 PLOT=0;END;                                                     

Equation number = 1041
**********************

Dependent variable = LAAPACO 

 1989.2 -   2012.4,    0 missing obs.,   95 obs. used.

Mean of dependent variable       -7.846498413

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.572246790       0.398232655  -1.43697     1.000000
13532 LAPACO  ( -1)       0.883497629       0.049520589  17.84102    -7.863853
13530 PPACO   (  0)      -0.255130318       0.261742105  -0.97474     1.279960

SE of equation            =     0.534273819
Sum of squared residuals  =  26.2612633       0.521893639E-11
Average absolute error    =     0.331601920
Sum of ABS residuals      =  31.5021824    
R squared                 =   0.81420
Durbin-Watson statistic   =   1.83441
SMPL and No. Obs.         = 1989.2   2012.4     95

Plot of actual(*) and fitted(+) values and residuals(0)


 1989.2!     *                 +              !0          .   .   .          !
 1989.3*       +                              !!       0  .   .   .          !
 1989.4!* +                                   !!          . 0 .   .          !
 1990.1!   +    *                             !!          .   .  0.          !
 1990.2!          +                           !!          .   0   .          !
 1990.3!         *  +                         !!          . 0 .   .          !
 1990.4!     *      +                         !!        0 .   .   .          !
 1991.1!      * +                             !!          .  0.   .          !
 1991.2!         +       *                    !!          .   .   .  0       !
 1991.3!             *    +                   !!         0.   .   .          !
 1991.4!               +                      !!          .   0   .          !
 1992.1!             *   +                    !!          .0  .   .          !
 1992.2!               +  *                   !!          .   .  0.          !
 1992.3!                   +        *         !!          .   .   .   0      !
 1992.4!                       *     +        !!         0.   .   .          !
 1993.1!                       *+             !!          .  0.   .          !
 1993.2!                 *      +             !!        0 .   .   .          !
 1993.3!                 *+                   !!          .  0.   .          !
 1993.4!                  +        *          !!          .   .   .  0       !
 1994.1!                      *   +           !!          0   .   .          !
 1994.2!                      + *             !!          .   .0  .          !
 1994.3!                       + *            !!          .   .0  .          !
 1994.4!        *                +            !!0         .   .   .          !
 1995.1!      *  +                            !!          .0  .   .          !
 1995.2!        +       *                     !!          .   .   .  0       !
 1995.3!                 +   *                !!          .   .   0          !
 1995.4!                   * +                !!          . 0 .   .          !
 1996.1!                    +                 !!          .   0   .          !
 1996.2!                     +         *      !!          .   .   .   0      !
 1996.3!                      *       +       !!        0 .   .   .          !
 1996.4!                       +   *          !!          .   .  0.          !
 1997.1!                           +          !!          .   0   .          !
 1997.2!                          *+          !!          .  0.   .          !
 1997.3!                     *   +            !!          .0  .   .          !
 1997.4!                    *+                !!          .  0.   .          !
 1998.1!                    +     *           !!          .   .   .0         !
 1998.2!                         +*           !!          .   .0  .          !
 1998.3!                         + *          !!          .   .0  .          !
 1998.4!                         +*           !!          .   0   .          !
 1999.1!                     *   +            !!          .0  .   .          !
 1999.2!                     +      *         !!          .   .   .0         !
 1999.3!                           + *        !!          .   .0  .          !
 1999.4!                            +       * !!          .   .   . 0        !
 2000.1!                                *  +  !!          . 0 .   .          !
 2000.2!                                + *   !!          .   . 0 .          !
 2000.3!                                 *+   !!          .  0.   .          !
 2000.4!                              * +     !!          . 0 .   .          !
 2001.1!                              + *     !!          .   . 0 .          !
 2001.2!                                +   * !!          .   .  0.          !
 2001.3!                                 * +  !!          . 0 .   .          !
 2001.4!                               * +    !!          .  0.   .          !
 2002.1!                               +      !!          .   0   .          !
 2002.2!                              +  *    !!          .   . 0 .          !
 2002.3!                               *+     !!          .  0.   .          !
 2002.4!                              *+      !!          . 0 .   .          !
 2003.1!                              +       !!          .   0   .          !
 2003.2!                              +       !!          .   .0  .          !
 2003.3!                             *+       !!          .  0.   .          !
 2003.4!                             +        !!          .   0   .          !
 2004.1!                             +        !!          .   0   .          !
 2004.2!                             +*       !!          .   .0  .          !
 2004.3!                              +  *    !!          .   . 0 .          !
 2004.4!                                +  *  !!          .   . 0 .          !
 2005.1!                                   + *!!          .   . 0 .          !
 2005.2!                                   *+ !!          .  0.   .          !
 2005.3!                                  +*  !!          .   0   .          !
 2005.4!                                  +*  !!          .   0   .          !
 2006.1!                                  +  *!!          .   . 0 .          !
 2006.2!                                     +!!          .   .0  .          !
 2006.3!                                     +*!          .   .0  .          !
 2006.4!                                     +!!          .   0   .          !
 2007.1!                                     +*!          .   .0  .          !
 2007.2!                                     +*!          .   0   .          !
 2007.3!                                     +*!          .   0   .          !
 2007.4!                                     +*!          .   .0  .          !
 2008.1!                                   * +!!          . 0 .   .          !
 2008.2!                                  +*  !!          .   .0  .          !
 2008.3!                                   +  !!          .   0   .          !
 2008.4!                                   +  !!          .   .0  .          !
 2009.1!                                  *+  !!          .   0   .          !
 2009.2!                                  +   !!          .   0   .          !
 2009.3!                                  +   !!          .   0   .          !
 2009.4!                                  +   !!          .   0   .          !
 2010.1!                                  + * !!          .   . 0 .          !
 2010.2!                                   +  !!          .   0   .          !
 2010.3!                                   +  !!          .   .0  .          !
 2010.4!                                   +  !!          .   0   .          !
 2011.1!                                   +  !!          .   .0  .          !
 2011.2!                                   +  !!          .   0   .          !
 2011.3!                                   +  !!          .   .0  .          !
 2011.4!                                   +  !!          .   0   .          !
 2012.1!                                  +*  !!          .   .0  .          !
 2012.2!                                   +  !!          .   0   .          !
 2012.3!                                  + * !!          .   .0  .          !
 2012.4!                                   +  !!          .   0   .          !


     18.95 percent of the residuals exceed 1 SE
      5.26 percent of the residuals exceed 2 SE
@@EQ 1456 LAAPHCO C LAPHCO(-1) PPHCO;SMPL 1991.3 2012.4;OLS;EST 1456 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHCO=THPX$Q/COPMM;                                                     
 GENR LAATHCO=LOG(AATHCO+.00001);                                             
 GENR LATHCO=LOG(ATHCO+.00001);                                               
 LHS AATHCO=EXP(LAATHCO)-.00001;                                              
  EQ 1457 LAATHCO C LATHCO(-1) PTHCO;                                         
EQUATION 1042  LAATHCO  
   RHS     C  LATHCO(-1)  PTHCO  
 SMPL 1990.3 2012.4;                                                          
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
 OLS;EST 1042 PLOT=0;END;                                                     

Equation number = 1042
**********************

Dependent variable = LAATHCO 

 1990.3 -   2012.4,    0 missing obs.,   90 obs. used.

Mean of dependent variable       -5.913642639

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.304389244       0.336318834  -0.90506     1.000000
13535 LATHCO  ( -1)       0.778052488       0.048208510  16.13932    -5.958410
13533 PTHCO   (  0)      -0.805159341       0.308770823  -2.60763     1.208826

SE of equation            =     0.390565981
Sum of squared residuals  =  13.2711353      -0.422062385E-11
Average absolute error    =     0.290395643
Sum of ABS residuals      =  26.1356078    
R squared                 =   0.82931
Durbin-Watson statistic   =   2.72101
SMPL and No. Obs.         = 1990.3   2012.4     90

Plot of actual(*) and fitted(+) values and residuals(0)


 1990.3+    *                                 !!          .   .   . 0        !
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 2012.4!                            +*        !!          .   .0  .          !


     26.67 percent of the residuals exceed 1 SE
      4.44 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHCO=CHPX$Q/COPMM;                                                     
 GENR LAACHCO=LOG(AACHCO+.00001);                                             
 GENR LACHCO=LOG(ACHCO+.00001);                                               
 LHS AACHCO=EXP(LAACHCO)-.00001;                                              
  EQ 1458 LAACHCO C LACHCO(-1) PCHCO;                                         
EQUATION 1043  LAACHCO  
   RHS     C  LACHCO(-1)  PCHCO  
 SMPL 1986.2 2012.4;                                                          
Sample period is now  1986.2 to  2012.4 Internally:   138 to   244
 OLS;EST 1043 PLOT=0;END;                                                     

Equation number = 1043
**********************

Dependent variable = LAACHCO 

 1986.2 -   2012.4,    0 missing obs.,  107 obs. used.

Mean of dependent variable       -4.690444695

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.021781599       0.395739629  -0.05504     1.000000
13538 LACHCO  ( -1)       0.949242914       0.029846297  31.80438    -4.750395
13536 PCHCO   (  0)      -0.133138295       0.364661844  -0.36510     1.197136

SE of equation            =     0.543405912
Sum of squared residuals  =  30.7101584      -0.196220817E-11
Average absolute error    =     0.305662141
Sum of ABS residuals      =  32.7058491    
R squared                 =   0.92568
Durbin-Watson statistic   =   2.87938
SMPL and No. Obs.         = 1986.2   2012.4    107

Plot of actual(*) and fitted(+) values and residuals(0)


 1986.2! +        *                           !!           .  .  .     0     !
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     15.89 percent of the residuals exceed 1 SE
      5.61 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PARCO=ARPX$Q/COPMM;                                                     
 GENR LAAARCO=LOG(AAARCO+.00001);                                             
 GENR LAARCO=LOG(AARCO+.00001);                                               
 LHS AAARCO=EXP(LAAARCO)-.00001;                                              
  EQ 1459 LAAARCO C LAARCO(-1) PARCO;                                         
EQUATION 1044  LAAARCO  
   RHS     C  LAARCO(-1)  PARCO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1044 PLOT=0;END;                                                     

Equation number = 1044
**********************

Dependent variable = LAAARCO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.161291142

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.399693515       0.283609890  -4.93528     1.000000
13541 LAARCO  ( -1)       0.647140534       0.057254658  11.30285    -4.166565
13539 PARCO   (  0)      -0.054071405       0.151656299  -0.35654     1.206637

SE of equation            =     0.286960996
Sum of squared residuals  =  15.2341235       0.154245505E-10
Average absolute error    =     0.213448459
Sum of ABS residuals      =  40.1283102    
R squared                 =   0.41399
Durbin-Watson statistic   =   2.20960
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


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 1999.2!            +                         !!          .   0   .          !
 1999.3!         *   +                        !!          .0  .   .          !
 1999.4!           + *                        !!          .   .0  .          !
 2000.1!        *    +                        !!          0   .   .          !
 2000.2!          +  *                        !!          .   . 0 .          !
 2000.3!           * +                        !!          . 0 .   .          !
 2000.4!         *  +                         !!          . 0 .   .          !
 2001.1!           + *                        !!          .   . 0 .          !
 2001.2!              +    *                  !!          .   .   0          !
 2001.3!                 +                    !!          .   0   .          !
 2001.4!                +                     !!          .   0   .          !
 2002.1!                +                     !!          .   0   .          !
 2002.2!               +   *                  !!          .   .  0.          !
 2002.3!                 *+                   !!          .  0.   .          !
 2002.4!                +*                    !!          .   .0  .          !
 2003.1!                +                     !!          .   0   .          !
 2003.2!               +      *               !!          .   .   .0         !
 2003.3!                   +                  !!          .   0   .          !
 2003.4!                 +                    !!          .   0   .          !
 2004.1!               *+                     !!          .  0.   .          !
 2004.2!               +   *                  !!          .   .   0          !
 2004.3!                 + *                  !!          .   .0  .          !
 2004.4!                 +*                   !!          .   .0  .          !
 2005.1!                 + *                  !!          .   . 0 .          !
 2005.2!                  + *                 !!          .   . 0 .          !
 2005.3!                  + *                 !!          .   . 0 .          !
 2005.4!                  +                   !!          .   0   .          !
 2006.1!                 +    *               !!          .   .   0          !
 2006.2!                   +   *              !!          .   .  0.          !
 2006.3!                    +  *              !!          .   . 0 .          !
 2006.4!                    + *               !!          .   . 0 .          !
 2007.1!                 * +                  !!          . 0 .   .          !
 2007.2!                +  *                  !!          .   . 0 .          !
 2007.3!                 +                    !!          .   0   .          !
 2007.4!                + *                   !!          .   .0  .          !
 2008.1!                 +*                   !!          .   .0  .          !
 2008.2!             *  +                     !!          . 0 .   .          !
 2008.3!             + *                      !!          .   .0  .          !
 2008.4!           *  +                       !!          . 0 .   .          !
 2009.1!            +       *                 !!          .   .   . 0        !
 2009.2!                  +      *            !!          .   .   . 0        !
 2009.3!                     +                !!          .   0   .          !
 2009.4!                  + *                 !!          .   .0  .          !
 2010.1!                  +      *            !!          .   .   . 0        !
 2010.2!                     +         *      !!          .   .   .  0       !
 2010.3!                         +   *        !!          .   .   0          !
 2010.4!                        +  *          !!          .   . 0 .          !
 2011.1!                      +   *           !!          .   .  0.          !
 2011.2!                      +      *        !!          .   .   . 0        !
 2011.3!                        +    *        !!          .   .   0          !
 2011.4!                        +  *          !!          .   . 0 .          !
 2012.1!                       +      *       !!          .   .   . 0        !
 2012.2!                        +   *         !!          .   .  0.          !
 2012.3!                       +     *        !!          .   .   .0         !
 2012.4!                        +    *        !!          .   .   0          !


     23.94 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRCO=BRPX$Q/COPMM;                                                     
 GENR LAABRCO=LOG(AABRCO+.00001);                                             
 GENR LABRCO=LOG(ABRCO+.00001);                                               
 LHS AABRCO=EXP(LAABRCO)-.00001;                                              
  EQ 1460 LAABRCO C LABRCO(-1) PBRCO;                                         
EQUATION 1045  LAABRCO  
   RHS     C  LABRCO(-1)  PBRCO  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1045 PLOT=0;END;                                                     

Equation number = 1045
**********************

Dependent variable = LAABRCO 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -2.966454491

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.365821183       0.203804343  -1.79496     1.000000
13544 LABRCO  ( -1)       0.797376245       0.053448850  14.91849    -2.967776
13542 PBRCO   (  0)      -0.226297147       0.125705846  -1.80021     1.034918

SE of equation            =     0.193420271
Sum of squared residuals  =  4.60160236       0.825117752E-12
Average absolute error    =     0.135986390
Sum of ABS residuals      =  17.1342851    
R squared                 =   0.64857
Durbin-Watson statistic   =   2.11878
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                    + *               !!           .  .0 .           !
 1981.4!                       +  *           !!           .  . 0.           !
 1982.1!                          +  *        !!           .  . 0.           !
 1982.2!                            +*        !!           .  0  .           !
 1982.3!                             +*       !!           .  .0 .           !
 1982.4!                             +        !!           .  0  .           !
 1983.1!               *            +         !!      0    .  .  .           !
 1983.2!                *+                    !!           . 0.  .           !
 1983.3!                 +   *                !!           .  .  0           !
 1983.4!             *       +                !!         0 .  .  .           !
 1984.1!          *    +                      !!           0  .  .           !
 1984.2!             +     *                  !!           .  .  .0          !
 1984.3!                   + *                !!           .  .0 .           !
 1984.4!                     +  *             !!           .  . 0.           !
 1985.1*                        +             !0           .  .  .           !
 1985.2!    +  *                              !!           .  . 0.           !
 1985.3!          +                           !!           . 0.  .           !
 1985.4!             +    *                   !!           .  .  .0          !
 1986.1!                *   +                 !!           0  .  .           !
 1986.2!                  +                   !!           .  0  .           !
 1986.3!                  * +                 !!           . 0.  .           !
 1986.4!    *              +                  !!     0     .  .  .           !
 1987.1!         +  *                         !!           .  . 0.           !
 1987.2!                +    *                !!           .  .  0           !
 1987.3!                      + *             !!           .  .0 .           !
 1987.4!                       * +            !!           . 0.  .           !
 1988.1!                      * +             !!           . 0.  .           !
 1988.2!                       +  *           !!           .  . 0.           !
 1988.3!                          + *         !!           .  .0 .           !
 1988.4!                         * +          !!           . 0.  .           !
 1989.1!                     *   +            !!           0  .  .           !
 1989.2!                      +               !!           .  0  .           !
 1989.3!                       + *            !!           .  .0 .           !
 1989.4!                      *  +            !!           .0 .  .           !
 1990.1!              *        +              !!         0 .  .  .           !
 1990.2!                 +  *                 !!           .  . 0.           !
 1990.3!                    *+                !!           . 0.  .           !
 1990.4!          *          +                !!       0   .  .  .           !
 1991.1!              +   *                   !!           .  .  0           !
 1991.2!                    +                 !!           .  0  .           !
 1991.3!              *      +                !!         0 .  .  .           !
 1991.4!              * +                     !!           .0 .  .           !
 1992.1!               + *                    !!           .  .0 .           !
 1992.2!                   +  *               !!           .  . 0.           !
 1992.3!                       +*             !!           .  .0 .           !
 1992.4!                        + *           !!           .  .0 .           !
 1993.1!                  *       +           !!         0 .  .  .           !
 1993.2!                   +*                 !!           .  0  .           !
 1993.3!                    +  *              !!           .  . 0.           !
 1993.4!                   *   +              !!           .0 .  .           !
 1994.1!           *      +                   !!          0.  .  .           !
 1994.2!             + *                      !!           .  .0 .           !
 1994.3!               +                      !!           .  0  .           !
 1994.4!           *   +                      !!           .0 .  .           !
 1995.1!             +                        !!           .  0  .           !
 1995.2!               +                      !!           .  0  .           !
 1995.3!                +*                    !!           .  .0 .           !
 1995.4!               *  +                   !!           .0 .  .           !
 1996.1!           *   +                      !!           0  .  .           !
 1996.2!             + *                      !!           .  .0 .           !
 1996.3!                +                     !!           .  0  .           !
 1996.4!                 +                    !!           .  0  .           !
 1997.1!                * +                   !!           . 0.  .           !
 1997.2!              * +                     !!           .0 .  .           !
 1997.3!              +                       !!           .  0  .           !
 1997.4!            *  +                      !!           .0 .  .           !
 1998.1!              +                       !!           .  0  .           !
 1998.2!              +                       !!           .  0  .           !
 1998.3!            *  +                      !!           .0 .  .           !
 1998.4!        *    +                        !!           0  .  .           !
 1999.1!          + *                         !!           .  . 0.           !
 1999.2!              +     *                 !!           .  .  .0          !
 1999.3!                     +  *             !!           .  . 0.           !
 1999.4!                       +   *          !!           .  . 0.           !
 2000.1!                      *   +           !!           .0 .  .           !
 2000.2!                      +   *           !!           .  . 0.           !
 2000.3!                         +  *         !!           .  .0 .           !
 2000.4!                         *+           !!           . 0.  .           !
 2001.1!                        + *           !!           .  .0 .           !
 2001.2!                          +   *       !!           .  . 0.           !
 2001.3!                            +  *      !!           .  . 0.           !
 2001.4!                            * +       !!           . 0.  .           !
 2002.1!                          *+          !!           .  0  .           !
 2002.2!                         +*           !!           .  0  .           !
 2002.3!                          +         * !!           .  .  .  0        !
 2002.4!                               *  +   !!           . 0.  .           !
 2003.1!                             *+       !!           . 0.  .           !
 2003.2!                            +  *      !!           .  . 0.           !
 2003.3!                             +  *     !!           .  .0 .           !
 2003.4!                              +   *   !!           .  .  0           !
 2004.1!                                *+    !!           .  0  .           !
 2004.2!                             + *      !!           .  .0 .           !
 2004.3!                             +       *!!           .  .  . 0         !
 2004.4!                                * +   !!           . 0.  .           !
 2005.1!                              + *     !!           .  . 0.           !
 2005.2!                              +   *   !!           .  . 0.           !
 2005.3!                               +  *   !!           .  . 0.           !
 2005.4!                              * +     !!           . 0.  .           !
 2006.1!                            +    *    !!           .  .  0           !
 2006.2!                              +   *   !!           .  .  0           !
 2006.3!                                +     *!           .  .  .0          !
 2006.4!                                  +  *!!           .  . 0.           !
 2007.1!                                * +   !!           . 0.  .           !
 2007.2!                              + *     !!           .  . 0.           !
 2007.3!                              +  *    !!           .  . 0.           !
 2007.4!                              +*      !!           .  .0 .           !
 2008.1!                         *   +        !!           .0 .  .           !
 2008.2!                        +   *         !!           .  . 0.           !
 2008.3!                          +*          !!           .  .0 .           !
 2008.4!                      *  +            !!           .0 .  .           !
 2009.1!                      +        *      !!           .  .  . 0         !
 2009.2!                           * +        !!           . 0.  .           !
 2009.3!                          +  *        !!           .  . 0.           !
 2009.4!                           *+         !!           . 0.  .           !
 2010.1!                          +*          !!           .  0  .           !
 2010.2!                      *  +            !!           .0 .  .           !
 2010.3!                     + *              !!           .  .0 .           !
 2010.4!                       +  *           !!           .  . 0.           !
 2011.1!                   *    +             !!          0.  .  .           !
 2011.2!                  +*                  !!           .  .0 .           !
 2011.3!                  +  *                !!           .  . 0.           !
 2011.4!                   * +                !!           . 0.  .           !
 2012.1!                   +                  !!           .  0  .           !
 2012.2!                   +                  !!           .  0  .           !
 2012.3!                  +    *              !!           .  .  0           !
 2012.4!                       +*             !!           .  .0 .           !


     16.67 percent of the residuals exceed 1 SE
      3.97 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCECO=CEPX$Q/COPMM;                                                     
 GENR LAACECO=LOG(AACECO+.00001);                                             
 GENR LACECO=LOG(ACECO+.00001);                                               
 LHS AACECO=EXP(LAACECO)-.00001;                                              
  EQ 1461 LAACECO C LACECO(-1) PCECO;                                         
EQUATION 1046  LAACECO  
   RHS     C  LACECO(-1)  PCECO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1046 PLOT=0;END;                                                     

Equation number = 1046
**********************

Dependent variable = LAACECO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.357197080

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.945809247       0.304070610  -3.11049     1.000000
13547 LACECO  ( -1)       0.743283152       0.048962553  15.18065    -4.365085
13545 PCECO   (  0)      -0.141414200       0.228200380  -0.61969     1.180177

SE of equation            =     0.408741962
Sum of squared residuals  =  30.9079485       0.281596968E-11
Average absolute error    =     0.226449312
Sum of ABS residuals      =  42.5724706    
R squared                 =   0.57324
Durbin-Watson statistic   =   2.26082
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!        *   +                         !!           0. . .            !
 1966.2!       *   +                          !!            0 . .            !
 1966.3!          +   *                       !!            . . .0           !
 1966.4!         *     +                      !!          0 . . .            !
 1967.1*            +                         !!     0      . . .            !
 1967.2!    + *                               !!            . .0.            !
 1967.3!        *+                            !!            . 0 .            !
 1967.4!          *+                          !!            .0. .            !
 1968.1!          * +                         !!            0 . .            !
 1968.2!          * +                         !!            .0. .            !
 1968.3!           *+                         !!            .0. .            !
 1968.4!           *+                         !!            .0. .            !
 1969.1!           * +                        !!            .0. .            !
 1969.2!         *   +                        !!           0. . .            !
 1969.3!          *+                          !!            .0. .            !
 1969.4!          * +                         !!            .0. .            !
 1970.1!           *+                         !!            .0. .            !
 1970.2!            *+                        !!            .0. .            !
 1970.3!             +*                       !!            . 0 .            !
 1970.4!               +                      !!            . 0 .            !
 1971.1!               +*                     !!            . 0 .            !
 1971.2!                + *                   !!            . .0.            !
 1971.3!                  +                   !!            . 0 .            !
 1971.4!                  +                   !!            . 0 .            !
 1972.1!                 *+                   !!            .0. .            !
 1972.2!                 *+                   !!            .0. .            !
 1972.3!                *+                    !!            .0. .            !
 1972.4!            *   +                     !!           0. . .            !
 1973.1!   *         +                        !!       0    . . .            !
 1973.2!      *+                              !!            .0. .            !
 1973.3!         +   *                        !!            . . .0           !
 1973.4!              +   *                   !!            . . .0           !
 1974.1!                  +   *               !!            . . .0           !
 1974.2!                     +*               !!            . .0.            !
 1974.3!                     +*               !!            . .0.            !
 1974.4!                     +                !!            . 0 .            !
 1975.1!                    +                 !!            . 0 .            !
 1975.2!                   *+                 !!            .0. .            !
 1975.3!                  +                   !!            . 0 .            !
 1975.4!                  +*                  !!            . 0 .            !
 1976.1!                   +*                 !!            . .0.            !
 1976.2!                   +                  !!            . 0 .            !
 1976.3!                   +*                 !!            . 0 .            !
 1976.4!                   +                  !!            . 0 .            !
 1977.1!                   +                  !!            . 0 .            !
 1977.2!                   +                  !!            . 0 .            !
 1977.3!                  +                   !!            . 0 .            !
 1977.4!                  +                   !!            . 0 .            !
 1978.1!                 *+                   !!            .0. .            !
 1978.2!                 +  *                 !!            . . 0            !
 1978.3!                  * +                 !!            .0. .            !
 1978.4!                  +                   !!            . 0 .            !
 1979.1!                 *+                   !!            .0. .            !
 1979.2!                  +  *                !!            . . 0            !
 1979.3!                    +                 !!            . 0 .            !
 1979.4!                   + *                !!            . .0.            !
 1980.1!                    + *               !!            . .0.            !
 1980.2!                     +*               !!            . .0.            !
 1980.3!                     +                !!            . 0 .            !
 1980.4!                *   +                 !!           0. . .            !
 1981.1!                +  *                  !!            . . 0            !
 1981.2!                  + *                 !!            . .0.            !
 1981.3!                  *+                  !!            .0. .            !
 1981.4!                 *+                   !!            .0. .            !
 1982.1!                *+                    !!            .0. .            !
 1982.2!               *+                     !!            .0. .            !
 1982.3!              * +                     !!            0 . .            !
 1982.4!               +                      !!            . 0 .            !
 1983.1!               +                      !!            . 0 .            !
 1983.2!               +*                     !!            . .0.            !
 1983.3!                 +                    !!            . 0 .            !
 1983.4!            *    +                    !!           0. . .            !
 1984.1!              +                       !!            . 0 .            !
 1984.2!               +                      !!            . 0 .            !
 1984.3!               +*                     !!            . .0.            !
 1984.4!                *+                    !!            .0. .            !
 1985.1!               *+                     !!            .0. .            !
 1985.2!                +   *                 !!            . . .0           !
 1985.3!                *  +                  !!            0 . .            !
 1985.4!                 +                    !!            . 0 .            !
 1986.1!             *   +                    !!           0. . .            !
 1986.2!              + *                     !!            . .0.            !
 1986.3!                +*                    !!            . 0 .            !
 1986.4!                 +*                   !!            . .0.            !
 1987.1!              *   +                   !!            0 . .            !
 1987.2!               + *                    !!            . .0.            !
 1987.3!                  +*                  !!            . .0.            !
 1987.4!                   +                  !!            . 0 .            !
 1988.1!              *    +                  !!           0. . .            !
 1988.2!               +  *                   !!            . . 0            !
 1988.3!                  +*                  !!            . .0.            !
 1988.4!               *   +                  !!           0. . .            !
 1989.1!                +                     !!            . 0 .            !
 1989.2!                +     *               !!            . . . 0          !
 1989.3!                   * +                !!            .0. .            !
 1989.4!                *  +                  !!            0 . .            !
 1990.1!                 + *                  !!            . .0.            !
 1990.2!                 *+                   !!            .0. .            !
 1990.3!                 +                    !!            .0. .            !
 1990.4!                 +                    *!            . . .            0
 1991.1!                 *               +    !!   0        . . .            !
 1991.2!               * +                    !!            0 . .            !
 1991.3!               *+                     !!            . 0 .            !
 1991.4!               *+                     !!            . 0 .            !
 1992.1!              * +                     !!            .0. .            !
 1992.2!               +                      !!            . 0 .            !
 1992.3!               + *                    !!            . .0.            !
 1992.4!             *   +                    !!           0. . .            !
 1993.1!              +                       !!            . 0 .            !
 1993.2!             * +                      !!            .0. .            !
 1993.3!              +*                      !!            . 0 .            !
 1993.4!           *   +                      !!           0. . .            !
 1994.1!            +*                        !!            . 0 .            !
 1994.2!              +                       !!            . 0 .            !
 1994.3!               +*                     !!            . .0.            !
 1994.4!               *+                     !!            .0. .            !
 1995.1!               +*                     !!            . .0.            !
 1995.2!                +  *                  !!            . . 0            !
 1995.3!                  +                   !!            . 0 .            !
 1995.4!                 *+                   !!            .0. .            !
 1996.1!                 +                    !!            . 0 .            !
 1996.2!                 + *                  !!            . .0.            !
 1996.3!                  +*                  !!            . 0 .            !
 1996.4!                  +                   !!            . 0 .            !
 1997.1!                  +                   !!            . 0 .            !
 1997.2!                  +*                  !!            . .0.            !
 1997.3!                  +*                  !!            . 0 .            !
 1997.4!                  +                   !!            . 0 .            !
 1998.1!                 *+                   !!            .0. .            !
 1998.2!                 +                    !!            . 0 .            !
 1998.3!                 +*                   !!            . .0.            !
 1998.4!                 +                    !!            . 0 .            !
 1999.1!                 + *                  !!            . . 0            !
 1999.2!                  + *                 !!            . .0.            !
 1999.3!                   + *                !!            . .0.            !
 1999.4!                    + *               !!            . .0.            !
 2000.1!                     +                !!            . .0.            !
 2000.2!                    +*                !!            . 0 .            !
 2000.3!                    +*                !!            . .0.            !
 2000.4!                    +*                !!            . .0.            !
 2001.1!                    +*                !!            . .0.            !
 2001.2!                    +*                !!            . .0.            !
 2001.3!                    +*                !!            . .0.            !
 2001.4!                    +*                !!            . .0.            !
 2002.1!                    + *               !!            . .0.            !
 2002.2!                    + *               !!            . .0.            !
 2002.3!                     +*               !!            . .0.            !
 2002.4!                     +*               !!            . .0.            !
 2003.1!                     +*               !!            . .0.            !
 2003.2!                     +*               !!            . .0.            !
 2003.3!                     +                !!            . 0 .            !
 2003.4!                    + *               !!            . .0.            !
 2004.1!                    *+                !!            . 0 .            !
 2004.2!                    +*                !!            . .0.            !
 2004.3!                    + *               !!            . .0.            !
 2004.4!                     +                !!            . 0 .            !
 2005.1!                    +*                !!            . .0.            !
 2005.2!                    +                 !!            . 0 .            !
 2005.3!                    +*                !!            . .0.            !
 2005.4!                    +                 !!            . 0 .            !
 2006.1!                    +                 !!            . .0.            !
 2006.2!                    + *               !!            . .0.            !
 2006.3!                     +*               !!            . .0.            !
 2006.4!                     +                !!            . 0 .            !
 2007.1!                     +                !!            . 0 .            !
 2007.2!                    + *               !!            . .0.            !
 2007.3!                     +*               !!            . 0 .            !
 2007.4!                     +                !!            . 0 .            !
 2008.1!                    +                 !!            . 0 .            !
 2008.2!                    +*                !!            . .0.            !
 2008.3!                     +                !!            . 0 .            !
 2008.4!                    +  *              !!            . . 0            !
 2009.1!                     *+               !!            .0. .            !
 2009.2!                    +*                !!            . .0.            !
 2009.3!                    +*                !!            . .0.            !
 2009.4!                    +*                !!            . 0 .            !
 2010.1!                    +                 !!            . 0 .            !
 2010.2!                   + *                !!            . .0.            !
 2010.3!                    + *               !!            . .0.            !
 2010.4!                     +                !!            . 0 .            !
 2011.1!                    +*                !!            . 0 .            !
 2011.2!                    +*                !!            . .0.            !
 2011.3!                     +                !!            . 0 .            !
 2011.4!                    +                 !!            . 0 .            !
 2012.1!                    +                 !!            . 0 .            !
 2012.2!                    +                 !!            . 0 .            !
 2012.3!                    +*                !!            . 0 .            !
 2012.4!                    +                 !!            . 0 .            !


     13.83 percent of the residuals exceed 1 SE
      2.66 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMECO=MEPX$Q/COPMM;                                                     
 GENR LAAMECO=LOG(AAMECO+.00001);                                             
 GENR LAMECO=LOG(AMECO+.00001);                                               
 LHS AAMECO=EXP(LAAMECO)-.00001;                                              
  EQ 1462 LAAMECO C LAMECO(-1) PMECO;                                         
EQUATION 1047  LAAMECO  
   RHS     C  LAMECO(-1)  PMECO  
 SMPL 1970.2 2012.4;                                                          
Sample period is now  1970.2 to  2012.4 Internally:    74 to   244
 OLS;EST 1047 PLOT=0;END;                                                     

Equation number = 1047
**********************

Dependent variable = LAAMECO 

 1970.2 -   2012.4,    0 missing obs.,  171 obs. used.

Mean of dependent variable       -3.604919134

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.196328191       0.223165767  -0.87974     1.000000
13550 LAMECO  ( -1)       0.897946695       0.025897475  34.67314    -3.636224
13548 PMECO   (  0)      -0.121525500       0.189549216  -0.64113     1.180454

SE of equation            =     0.337934429
Sum of squared residuals  =  19.1855459      -0.130873090E-11
Average absolute error    =     0.198121446
Sum of ABS residuals      =  33.8787673    
R squared                 =   0.88416
Durbin-Watson statistic   =   2.40789
SMPL and No. Obs.         = 1970.2   2012.4    171

Plot of actual(*) and fitted(+) values and residuals(0)


 1970.2+   *                                  !!            . . .0           !
 1970.3! *    +                               !!          0 . . .            !
 1970.4!*  +                                  !!           0. . .            !
 1971.1*   +                                  !!            0 . .            !
 1971.2!  +       *                           !!            . . .   0        !
 1971.3!     *      +                         !!         0  . . .            !
 1971.4!*      +                              !!         0  . . .            !
 1972.1!   +                   *              !!            . . .            0
 1972.2!                       *+             !!            . 0 .            !
 1972.3!                        +*            !!            . 0 .            !
 1972.4!                        *+            !!            .0. .            !
 1973.1!                        +             !!            . 0 .            !
 1973.2!                        *+            !!            . 0 .            !
 1973.3!                        *+            !!            .0. .            !
 1973.4!                       *+             !!            .0. .            !
 1974.1!                       + *            !!            . .0.            !
 1974.2!                      *  +            !!            0 . .            !
 1974.3!                       +              !!            . 0 .            !
 1974.4!                        +*            !!            . .0.            !
 1975.1!                     *    +           !!           0. . .            !
 1975.2!                      +*              !!            . .0.            !
 1975.3!                    *   +             !!           0. . .            !
 1975.4!                     +                !!            . 0 .            !
 1976.1!                      +               !!            . 0 .            !
 1976.2!                       + *            !!            . . 0            !
 1976.3!                     *    +           !!          0 . . .            !
 1976.4!                    *+                !!            .0. .            !
 1977.1!                     +                !!            . 0 .            !
 1977.2!                      +*              !!            . .0.            !
 1977.3!                    *  +              !!            0 . .            !
 1977.4!                   * +                !!            0 . .            !
 1978.1!                    +                 !!            . 0 .            !
 1978.2!                     +                !!            . 0 .            !
 1978.3!                      +*              !!            . .0.            !
 1978.4!                   *    +             !!           0. . .            !
 1979.1!                    +*                !!            . 0 .            !
 1979.2!                    *+                !!            .0. .            !
 1979.3!                     +                !!            . 0 .            !
 1979.4!                    *+                !!            .0. .            !
 1980.1!                     +                !!            . 0 .            !
 1980.2!                  *   +               !!           0. . .            !
 1980.3!                   +                  !!            . 0 .            !
 1980.4!                    +                 !!            . 0 .            !
 1981.1!                  *  +                !!            0 . .            !
 1981.2!                  *+                  !!            .0. .            !
 1981.3!                   + *                !!            . . 0            !
 1981.4!                 *    +               !!          0 . . .            !
 1982.1!               *  +                   !!            0 . .            !
 1982.2!                + *                   !!            . . 0            !
 1982.3!                   +                  !!            . 0 .            !
 1982.4!                  * +                 !!            0 . .            !
 1983.1!                   +                  !!            . 0 .            !
 1983.2!                 *  +                 !!            0 . .            !
 1983.3!                  +    *              !!            . . . 0          !
 1983.4!                        +*            !!            . .0.            !
 1984.1!                     *   +            !!           0. . .            !
 1984.2!                   * +                !!            0 . .            !
 1984.3!                    +   *             !!            . . .0           !
 1984.4!                    *    +            !!           0. . .            !
 1985.1!                     +   *            !!            . . .0           !
 1985.2!                         +   *        !!            . . .0           !
 1985.3!                          * +         !!            0 . .            !
 1985.4!                        * +           !!            .0. .            !
 1986.1!                       *+             !!            .0. .            !
 1986.2!                        + *           !!            . . 0            !
 1986.3!                          +           !!            . 0 .            !
 1986.4!                           +          !!            . .0.            !
 1987.1!                           +*         !!            . 0 .            !
 1987.2!                            +         !!            . 0 .            !
 1987.3!                            +         !!            .0. .            !
 1987.4!                            +         !!            . 0 .            !
 1988.1!                            +*        !!            . .0.            !
 1988.2!                             +        !!            . 0 .            !
 1988.3!                            *+        !!            . 0 .            !
 1988.4!                            +         !!            . 0 .            !
 1989.1!                        *   +         !!           0. . .            !
 1989.2!                        +             !!            . 0 .            !
 1989.3!                        *+            !!            .0. .            !
 1989.4!                        +             !!            . 0 .            !
 1990.1!                       *+             !!            .0. .            !
 1990.2!                      *+              !!            .0. .            !
 1990.3!                       +*             !!            . .0.            !
 1990.4!                        *+            !!            .0. .            !
 1991.1!                        + *           !!            . . 0            !
 1991.2!                          +*          !!            . .0.            !
 1991.3!                         * +          !!            .0. .            !
 1991.4!                          +           !!            . 0 .            !
 1992.1!                        *  +          !!            0 . .            !
 1992.2!                        +*            !!            . 0 .            !
 1992.3!                         +   *        !!            . . .0           !
 1992.4!                         *   +        !!           0. . .            !
 1993.1!                         +            !!            . 0 .            !
 1993.2!                         +*           !!            . .0.            !
 1993.3!                        * +           !!            .0. .            !
 1993.4!                        +             !!            . 0 .            !
 1994.1!                        +             !!            . 0 .            !
 1994.2!                        +*            !!            . .0.            !
 1994.3!                        *+            !!            .0. .            !
 1994.4!                        +             !!            . 0 .            !
 1995.1!                        +*            !!            . .0.            !
 1995.2!                          +*          !!            . .0.            !
 1995.3!                           +          !!            . 0 .            !
 1995.4!                           +          !!            . 0 .            !
 1996.1!                           +          !!            . 0 .            !
 1996.2!                           +          !!            . 0 .            !
 1996.3!                           +          !!            . 0 .            !
 1996.4!                           +          !!            . 0 .            !
 1997.1!                           +*         !!            . 0 .            !
 1997.2!                           +          !!            . 0 .            !
 1997.3!                           +          !!            . 0 .            !
 1997.4!                           +          !!            . 0 .            !
 1998.1!                         * +          !!            0 . .            !
 1998.2!                         +            !!            . .0.            !
 1998.3!                         +*           !!            . 0 .            !
 1998.4!                          +*          !!            . .0.            !
 1999.1!                          +*          !!            . 0 .            !
 1999.2!                           +*         !!            . .0.            !
 1999.3!                           +*         !!            . .0.            !
 1999.4!                            +         !!            . 0 .            !
 2000.1!                            +*        !!            . 0 .            !
 2000.2!                             +        !!            . .0.            !
 2000.3!                             +*       !!            . 0 .            !
 2000.4!                             +        !!            . 0 .            !
 2001.1!                             +        !!            . 0 .            !
 2001.2!                             +*       !!            . 0 .            !
 2001.3!                             +        !!            . 0 .            !
 2001.4!                             +*       !!            . 0 .            !
 2002.1!                              +*      !!            . .0.            !
 2002.2!                              + *     !!            . .0.            !
 2002.3!                               +      !!            . 0 .            !
 2002.4!                               +*     !!            . .0.            !
 2003.1!                               +      !!            . 0 .            !
 2003.2!                               +      !!            . .0.            !
 2003.3!                               +      !!            . 0 .            !
 2003.4!                               +      !!            . 0 .            !
 2004.1!                               +      !!            . 0 .            !
 2004.2!                              +*      !!            . .0.            !
 2004.3!                               +      !!            . 0 .            !
 2004.4!                               +      !!            . 0 .            !
 2005.1!                               +   *  !!            . . .0           !
 2005.2!                                  +*  !!            . 0 .            !
 2005.3!                                  +*  !!            . .0.            !
 2005.4!                                  +*  !!            . .0.            !
 2006.1!                                  + * !!            . .0.            !
 2006.2!                                   +* !!            . 0 .            !
 2006.3!                                   +  !!            . 0 .            !
 2006.4!                                   +  !!            . 0 .            !
 2007.1!                                  + * !!            . .0.            !
 2007.2!                                    + !!            . .0.            !
 2007.3!                                    + !!            . 0 .            !
 2007.4!                                   +* !!            . .0.            !
 2008.1!                                   +* !!            . 0 .            !
 2008.2!                                   +* !!            . .0.            !
 2008.3!                                   +  !!            . 0 .            !
 2008.4!                                   +  !!            . 0 .            !
 2009.1!                                  +*  !!            . .0.            !
 2009.2!                                  +*  !!            . 0 .            !
 2009.3!                                   +  !!            . .0.            !
 2009.4!                                   +  !!            . 0 .            !
 2010.1!                                   +* !!            . .0.            !
 2010.2!                                   +* !!            . .0.            !
 2010.3!                                    + !!            . .0.            !
 2010.4!                                    +*!!            . .0.            !
 2011.1!                                    +*!!            . 0 .            !
 2011.2!                                    + *!            . .0.            !
 2011.3!                                     +*!            . .0.            !
 2011.4!                                     +!!            . 0 .            !
 2012.1!                                     +*!            . .0.            !
 2012.2!                                     +!!            . .0.            !
 2012.3!                                     +!!            . 0 .            !
 2012.4!                                    + !!            . 0 .            !


     19.30 percent of the residuals exceed 1 SE
      3.51 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPECO=PEPX$Q/COPMM;                                                     
 GENR LAAPECO=LOG(AAPECO+.00001);                                             
 GENR LAPECO=LOG(APECO+.00001);                                               
 LHS AAPECO=EXP(LAAPECO)-.00001;                                              
  EQ 1463 LAAPECO C LAPECO(-1) PPECO;                                         
EQUATION 1048  LAAPECO  
   RHS     C  LAPECO(-1)  PPECO  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1048 PLOT=0;END;                                                     

Equation number = 1048
**********************

Dependent variable = LAAPECO 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -3.890920691

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.812709922       0.189967061  -4.27816     1.000000
13553 LAPECO  ( -1)       0.735631855       0.055188975  13.32933    -3.884712
13551 PPECO   (  0)      -0.242283386       0.062832690  -3.85601     0.910063

SE of equation            =     0.182430410
Sum of squared residuals  =  4.09354510      -0.162190261E-10
Average absolute error    =     0.127973095
Sum of ABS residuals      =  16.1246100    
R squared                 =   0.74266
Durbin-Watson statistic   =   1.99205
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                     +   *            !!            . . 0            !
 1981.4!                       +  *           !!            . .0.            !
 1982.1!                        +       *     !!            . . . 0          !
 1982.2!                              +       *!            . . . 0          !
 1982.3!                                  + * !!            . .0.            !
 1982.4!                                +    *!!            . . 0            !
 1983.1! *                              +     !0            . . .            !
 1983.2!     +  *                             !!            . .0.            !
 1983.3!          + *                         !!            . .0.            !
 1983.4!    *        +                        !!          0 . . .            !
 1984.1!        +            *                !!            . . .   0        !
 1984.2!                    + *               !!            . .0.            !
 1984.3!                      +       *       !!            . . . 0          !
 1984.4!                           +*         !!            . 0 .            !
 1985.1!                          +*          !!            . .0.            !
 1985.2!                          +   *       !!            . . 0            !
 1985.3!                            +*        !!            . 0 .            !
 1985.4!                            +     *   !!            . . .0           !
 1986.1!                             * +      !!            .0. .            !
 1986.2!                          * +         !!            .0. .            !
 1986.3!                         +    *       !!            . . 0            !
 1986.4!                            +   *     !!            . . 0            !
 1987.1!                        *     +       !!            0 . .            !
 1987.2!                        +  *          !!            . .0.            !
 1987.3!                         *+           !!            .0. .            !
 1987.4!                     *  +             !!            .0. .            !
 1988.1!                    *+                !!            . 0 .            !
 1988.2!                    +   *             !!            . . 0            !
 1988.3!                     * +              !!            .0. .            !
 1988.4!                 *  +                 !!            .0. .            !
 1989.1!                 +   *                !!            . . 0            !
 1989.2!                    +  *              !!            . . 0            !
 1989.3!                      +  *            !!            . .0.            !
 1989.4!                       +              !!            . 0 .            !
 1990.1!                    * +               !!            .0. .            !
 1990.2!                    +*                !!            . .0.            !
 1990.3!                    +      *          !!            . . .0           !
 1990.4!                    *     +           !!           0. . .            !
 1991.1!          *  +                        !!            .0. .            !
 1991.2!             +              *         !!            . . .    0       !
 1991.3!                          +    *      !!            . . 0            !
 1991.4!                 *          +         !!         0  . . .            !
 1992.1!                * +                   !!            .0. .            !
 1992.2!            *    +                    !!            0 . .            !
 1992.3!          *   +                       !!            0 . .            !
 1992.4!         *  +                         !!            0 . .            !
 1993.1!         *   +                        !!            0 . .            !
 1993.2!          *  +                        !!            .0. .            !
 1993.3!            *+                        !!            . 0 .            !
 1993.4!            *  +                      !!            .0. .            !
 1994.1!       *      +                       !!           0. . .            !
 1994.2!*         +                           !!         0  . . .            !
 1994.3!  * +                                 !!            .0. .            !
 1994.4! *    +                               !!            0 . .            !
 1995.1!  *  +                                !!            .0. .            !
 1995.2!   *  +                               !!            .0. .            !
 1995.3!*     +                               !!           0. . .            !
 1995.4*    +                                 !!            0 . .            !
 1996.1!   +                                  !!            . 0 .            !
 1996.2! *     +                              !!           0. . .            !
 1996.3!      +     *                         !!            . . .0           !
 1996.4!      *      +                        !!           0. . .            !
 1997.1!         +*                           !!            . .0.            !
 1997.2!     *      +                         !!           0. . .            !
 1997.3!      * +                             !!            .0. .            !
 1997.4!        *+                            !!            . 0 .            !
 1998.1!        *  +                          !!            .0. .            !
 1998.2!       *  +                           !!            0 . .            !
 1998.3!      *  +                            !!            0 . .            !
 1998.4! *       +                            !!          0 . . .            !
 1999.1!      +   *                           !!            . . 0            !
 1999.2!             + *                      !!            . .0.            !
 1999.3!                 + *                  !!            . .0.            !
 1999.4!                 *  +                 !!            .0. .            !
 2000.1!                   + *                !!            . .0.            !
 2000.2!                      +               !!            . 0 .            !
 2000.3!                      +*              !!            . .0.            !
 2000.4!                       + *            !!            . .0.            !
 2001.1!                    *   +             !!            0 . .            !
 2001.2!                     + *              !!            . .0.            !
 2001.3!                       +    *         !!            . . 0            !
 2001.4!                           +*         !!            . 0 .            !
 2002.1!                         * +          !!            .0. .            !
 2002.2!                        +             !!            . 0 .            !
 2002.3!                        +*            !!            . 0 .            !
 2002.4!                         +  *         !!            . .0.            !
 2003.1!                           +     *    !!            . . .0           !
 2003.2!                         *     +      !!           0. . .            !
 2003.3!                         +   *        !!            . . 0            !
 2003.4!                        *   +         !!            0 . .            !
 2004.1!                       + *            !!            . .0.            !
 2004.2!                    *  +              !!            0 . .            !
 2004.3!                    +   *             !!            . . 0            !
 2004.4!                       + *            !!            . .0.            !
 2005.1!                       +*             !!            . 0 .            !
 2005.2!                     *+               !!            . 0 .            !
 2005.3!                    + *               !!            . .0.            !
 2005.4!                 *  +                 !!            .0. .            !
 2006.1!             * +                      !!            .0. .            !
 2006.2!          +                           !!            . 0 .            !
 2006.3!       +*                             !!            . .0.            !
 2006.4!      +  *                            !!            . . 0            !
 2007.1!        + *                           !!            . .0.            !
 2007.2!       +                              !!            . 0 .            !
 2007.3!     +*                               !!            . 0 .            !
 2007.4!     +     *                          !!            . . .0           !
 2008.1!         +   *                        !!            . . 0            !
 2008.2!         *+                           !!            . 0 .            !
 2008.3!         +  *                         !!            . . 0            !
 2008.4!              +       *               !!            . . . 0          !
 2009.1!                     +       *        !!            . . . 0          !
 2009.2!                       * +            !!            .0. .            !
 2009.3!                  * +                 !!            .0. .            !
 2009.4!            *  +                      !!            0 . .            !
 2010.1!     *   +                            !!            0 . .            !
 2010.2!    +                                 !!            . 0 .            !
 2010.3!    +  *                              !!            . . 0            !
 2010.4!     +                                !!            . 0 .            !
 2011.1! *+                                   !!            .0. .            !
 2011.2!+ *                                   !!            . .0.            !
 2011.3! + *                                  !!            . .0.            !
 2011.4!   +   *                              !!            . . 0            !
 2012.1! *   +                                !!            0 . .            !
 2012.2!*+                                    !!            . 0 .            !
 2012.3!+*                                    !!            . 0 .            !
 2012.4*+                                     !!            . 0 .            !


     19.05 percent of the residuals exceed 1 SE
      3.17 percent of the residuals exceed 2 SE
@@EQ 1464 LAATUCO C LATUCO(-1) PTUCO;SMPL 1994.3 2012.4;OLS;EST 1464 PLOT=0;EN
@@EQ 1465 LAAPDCO C LAPDCO(-1) PPDCO;SMPL 1992.3 2012.4;OLS;EST 1465 PLOT=0;EN
@@EQ 1466 LAARUCO C LARUCO(-1) PRUCO;SMPL 1993.1 2012.4;OLS;EST 1466 PLOT=0;EN
@@EQ 1467 LAAUECO C LAUECO(-1) PUECO;SMPL 1995.3 2012.4;OLS;EST 1467 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PEGCO=EGPX$/COPMM;                                                      
 GENR LAAEGCO=LOG(AAEGCO+.00001);                                             
 GENR LAEGCO=LOG(AEGCO+.00001);                                               
 LHS AAEGCO=EXP(LAAEGCO)-.00001;                                              
  EQ 1468 LAAEGCO C LAEGCO(-1) PEGCO;                                         
EQUATION 1049  LAAEGCO  
   RHS     C  LAEGCO(-1)  PEGCO  
 SMPL 1990.3 2012.4;                                                          
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
 OLS;EST 1049 PLOT=0;END;                                                     

Equation number = 1049
**********************

Dependent variable = LAAEGCO 

 1990.3 -   2012.4,    0 missing obs.,   90 obs. used.

Mean of dependent variable       -9.447676726

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.983342721       0.758751794  -2.61395     1.000000
13556 LAEGCO  ( -1)       0.678362284       0.077528432   8.74985    -9.477352
13554 PEGCO   (  0)      -0.858742078       0.528105579  -1.62608     1.205549

SE of equation            =     0.794375645
Sum of squared residuals  =  54.8998419      -0.234621211E-10
Average absolute error    =     0.433951159
Sum of ABS residuals      =  39.0556044    
R squared                 =   0.55425
Durbin-Watson statistic   =   1.70593
SMPL and No. Obs.         = 1990.3   2012.4     90

Plot of actual(*) and fitted(+) values and residuals(0)


 1990.3!*    +                                !!           .0 .  .           !
 1990.4!*    +                                !!           .0 .  .           !
 1991.1!     +                             *  !!           .  .  .           0
 1991.2!                            +         *!           .  .  . 0         !
 1991.3!                              +      *!!           .  .  0           !
 1991.4!                             +       *!!           .  .  .0          !
 1992.1!*                             +       !0           .  .  .           !
 1992.2*    +                                 !!           .0 .  .           !
 1992.3*    +                                 !!           .0 .  .           !
 1992.4*    +                                 !!           .0 .  .           !
 1993.1*    +                                 !!           .0 .  .           !
 1993.2*    +                                 !!           .0 .  .           !
 1993.3!*  +                                  !!           .0 .  .           !
 1993.4! * +                                  !!           . 0.  .           !
 1994.1! * +                                  !!           . 0.  .           !
 1994.2! * +                                  !!           . 0.  .           !
 1994.3!   +                                  !!           .  0  .           !
 1994.4! *   +                                !!           .0 .  .           !
 1995.1!   +            *                     !!           .  .  .  0        !
 1995.2!               + *                    !!           .  .0 .           !
 1995.3!               + *                    !!           .  .0 .           !
 1995.4!              +  *                    !!           .  .0 .           !
 1996.1!    *         +                       !!         0 .  .  .           !
 1996.2!   *  +                               !!           .0 .  .           !
 1996.3!   *  +                               !!           . 0.  .           !
 1996.4!   *  +                               !!           . 0.  .           !
 1997.1!     +       *                        !!           .  .  .0          !
 1997.2!            +*                        !!           .  0  .           !
 1997.3!            +                         !!           .  0  .           !
 1997.4!            +                         !!           .  0  .           !
 1998.1!         *  +                         !!           . 0.  .           !
 1998.2!         + *                          !!           .  .0 .           !
 1998.3!         *+                           !!           .  0  .           !
 1998.4!         +  *                         !!           .  . 0.           !
 1999.1!         +    *                       !!           .  . 0.           !
 1999.2!            +  *                      !!           .  .0 .           !
 1999.3!             + *                      !!           .  .0 .           !
 1999.4!             + *                      !!           .  .0 .           !
 2000.1!              +*                      !!           .  0  .           !
 2000.2!              + *                     !!           .  .0 .           !
 2000.3!              +*                      !!           .  0  .           !
 2000.4!              + *                     !!           .  .0 .           !
 2001.1!          *    +                      !!           0  .  .           !
 2001.2!         *+                           !!           .  0  .           !
 2001.3!         *+                           !!           . 0.  .           !
 2001.4!         *+                           !!           . 0.  .           !
 2002.1!          +                           !!           .  0  .           !
 2002.2!           +                          !!           .  0  .           !
 2002.3!          *+                          !!           . 0.  .           !
 2002.4!          *+                          !!           .  0  .           !
 2003.1!           +      *                   !!           .  .  0           !
 2003.2!                 +*                   !!           .  .0 .           !
 2003.3!                 +                    !!           .  0  .           !
 2003.4!                + *                   !!           .  .0 .           !
 2004.1!        *        +                    !!          0.  .  .           !
 2004.2!         *+                           !!           . 0.  .           !
 2004.3!        * +                           !!           . 0.  .           !
 2004.4!         * +                          !!           . 0.  .           !
 2005.1!           +*                         !!           .  0  .           !
 2005.2!           * +                        !!           . 0.  .           !
 2005.3!            *+                        !!           .  0  .           !
 2005.4!             +                        !!           .  0  .           !
 2006.1!          *   +                       !!           .0 .  .           !
 2006.2!          * +                         !!           . 0.  .           !
 2006.3!         *  +                         !!           . 0.  .           !
 2006.4!         *  +                         !!           . 0.  .           !
 2007.1!            +*                        !!           .  .0 .           !
 2007.2!             * +                      !!           . 0.  .           !
 2007.3!            * +                       !!           . 0.  .           !
 2007.4!             +                        !!           .  0  .           !
 2008.1!               +    *                 !!           .  .  0           !
 2008.2!                   + *                !!           .  .0 .           !
 2008.3!                    +                 !!           .  0  .           !
 2008.4!                  *+                  !!           .  0  .           !
 2009.1!                  +*                  !!           .  .0 .           !
 2009.2!                  + *                 !!           .  .0 .           !
 2009.3!                   +                  !!           .  0  .           !
 2009.4!                   +*                 !!           .  .0 .           !
 2010.1!                   +*                 !!           .  0  .           !
 2010.2!                   +*                 !!           .  0  .           !
 2010.3!                   +                  !!           .  0  .           !
 2010.4!                   +                  !!           .  0  .           !
 2011.1!                   +   *              !!           .  . 0.           !
 2011.2!                      + *             !!           .  .0 .           !
 2011.3!                      +*              !!           .  0  .           !
 2011.4!                     + *              !!           .  .0 .           !
 2012.1!                    *+                !!           .  0  .           !
 2012.2!                   +                  !!           .  0  .           !
 2012.3!                   +                  !!           .  0  .           !
 2012.4!                   +*                 !!           .  .0 .           !


     11.11 percent of the residuals exceed 1 SE
      3.33 percent of the residuals exceed 2 SE
@EQ  1469 LAAISCO C LAISCO(-1) PISCO;SMPL 1980.1 2012.4;OLS;EST 1469 PLOT=0;EN
@@EQ 1470 LAAKECO C LAKECO(-1) PKECO;SMPL 1997.3 2012.4;OLS;EST 1470 PLOT=0;EN
@@EQ 1471 LAABACO C LABACO(-1) PBACO;SMPL 2007.3 2012.4;OLS;EST 1471 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKCO=HKPX$/COPMM;                                                      
 GENR LAAHKCO=LOG(AAHKCO+.00001);                                             
 GENR LAHKCO=LOG(AHKCO+.00001);                                               
 LHS AAHKCO=EXP(LAAHKCO)-.00001;                                              
  EQ 1472 LAAHKCO C LAHKCO(-1) PHKCO;                                         
EQUATION 1050  LAAHKCO  
   RHS     C  LAHKCO(-1)  PHKCO  
 SMPL 1977.4 2012.4;                                                          
Sample period is now  1977.4 to  2012.4 Internally:   104 to   244
 OLS;EST 1050 PLOT=0;END;                                                     

Equation number = 1050
**********************

Dependent variable = LAAHKCO 

 1977.4 -   2012.4,    0 missing obs.,  141 obs. used.

Mean of dependent variable       -6.030602492

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.389079627       0.273968016  -1.42016     1.000000
13559 LAHKCO  ( -1)       0.897217796       0.038038752  23.58694    -6.044818
13557 PHKCO   (  0)      -0.161227558       0.175180224  -0.92035     1.352154

SE of equation            =     0.467535138
Sum of squared residuals  =  30.1652965       0.608402217E-11
Average absolute error    =     0.369348308
Sum of ABS residuals      =  52.0781114    
R squared                 =   0.82242
Durbin-Watson statistic   =   2.34870
SMPL and No. Obs.         = 1977.4   2012.4    141

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.4!                   +                  !!         .   0.    .         !
 1978.1!                   +                  !!         .    0    .         !
 1978.2!                   +                  !!         .   0.    .         !
 1978.3!                  *+                  !!         .   0.    .         !
 1978.4!                 * +                  !!         .  0 .    .         !
 1979.1!                 *+                   !!         .   0.    .         !
 1979.2!                 *+                   !!         .   0.    .         !
 1979.3!                  +    *              !!         .    .    .0        !
 1979.4!                       + *            !!         .    .  0 .         !
 1980.1!                   *     +            !!       0 .    .    .         !
 1980.2!                    +  *              !!         .    .   0.         !
 1980.3!                     * +              !!         . 0  .    .         !
 1980.4!                  *  +                !!         . 0  .    .         !
 1981.1!                  *+                  !!         .   0.    .         !
 1981.2!                   +*                 !!         .    .0   .         !
 1981.3!                    +                 !!         .    0    .         !
 1981.4!                     +*               !!         .    .0   .         !
 1982.1!                  *   +               !!         .0   .    .         !
 1982.2!                   +                  !!         .   0.    .         !
 1982.3!                   +     *            !!         .    .    .0        !
 1982.4!                    *    +            !!        0.    .    .         !
 1983.1!                   *+                 !!         .  0 .    .         !
 1983.2!                *  +                  !!         .0   .    .         !
 1983.3!              *  +                    !!         . 0  .    .         !
 1983.4!            *   +                     !!         .0   .    .         !
 1984.1!           *  +                       !!         . 0  .    .         !
 1984.2!            +*                        !!         .    .0   .         !
 1984.3!           *  +                       !!         .0   .    .         !
 1984.4!         *  +                         !!         .0   .    .         !
 1985.1!         *+                           !!         .   0.    .         !
 1985.2!   *       +                          !!      0  .    .    .         !
 1985.3!      +     *                         !!         .    .    . 0       !
 1985.4!    *        +                        !!   0     .    .    .         !
 1986.1*      +                               !!      0  .    .    .         !
 1986.2!  +    *                              !!         .    .    .0        !
 1986.3!         +       *                    !!         .    .    .    0    !
 1986.4!          *       +                   !!     0   .    .    .         !
 1987.1!     *      +                         !!      0  .    .    .         !
 1987.2!       +            *                 !!         .    .    .         0
 1987.3!                *    +                !!        0.    .    .         !
 1987.4!              *  +                    !!         . 0  .    .         !
 1988.1!          *     +                     !!       0 .    .    .         !
 1988.2!          * +                         !!         .  0 .    .         !
 1988.3!          *+                          !!         .  0 .    .         !
 1988.4!            +*                        !!         .    .0   .         !
 1989.1!              +   *                   !!         .    .    0         !
 1989.2!               *   +                  !!         0    .    .         !
 1989.3!                +      *              !!         .    .    .   0     !
 1989.4!               *       +              !!     0   .    .    .         !
 1990.1!         *       +                    !!     0   .    .    .         !
 1990.2!          +       *                   !!         .    .    .   0     !
 1990.3!                   +    *             !!         .    .    .0        !
 1990.4!                       *+             !!         .   0.    .         !
 1991.1!                       +  *           !!         .    .  0 .         !
 1991.2!                *         +           !!   0     .    .    .         !
 1991.3!                 +  *                 !!         .    .  0 .         !
 1991.4!                    + *               !!         .    . 0  .         !
 1992.1!                      +               !!         .    0    .         !
 1992.2!                       +   *          !!         .    .    0         !
 1992.3!                          +    *      !!         .    .    .0        !
 1992.4!                        *      +      !!      0  .    .    .         !
 1993.1!                        +  *          !!         .    .  0 .         !
 1993.2!                          +*          !!         .    .0   .         !
 1993.3!                          +    *      !!         .    .    .0        !
 1993.4!                            * +       !!         . 0  .    .         !
 1994.1!                        *  +          !!         . 0  .    .         !
 1994.2!                        +    *        !!         .    .    .0        !
 1994.3!                          * +         !!         .  0 .    .         !
 1994.4!                         +*           !!         .    .0   .         !
 1995.1!                          +           !!         .    0    .         !
 1995.2!                         +    *       !!         .    .    0         !
 1995.3!                             + *      !!         .    . 0  .         !
 1995.4!                         *    +       !!        0.    .    .         !
 1996.1!                         +            !!         .    .0   .         !
 1996.2!                         +    *       !!         .    .    0         !
 1996.3!                             +    *   !!         .    .    0         !
 1996.4!                             *   +    !!         0    .    .         !
 1997.1!                          * +         !!         .  0 .    .         !
 1997.2!                          + *         !!         .    .  0 .         !
 1997.3!                            +    *    !!         .    .    .0        !
 1997.4!                             *  +     !!         .0   .    .         !
 1998.1!                         *  +         !!         . 0  .    .         !
 1998.2!                         +    *       !!         .    .    .0        !
 1998.3!                             +     *  !!         .    .    . 0       !
 1998.4!                              *  +    !!         .0   .    .         !
 1999.1!                             + *      !!         .    .  0 .         !
 1999.2!                              + *     !!         .    . 0  .         !
 1999.3!                               +   *  !!         .    .    0         !
 1999.4!                                 *+   !!         .  0 .    .         !
 2000.1!                              * +     !!         .  0 .    .         !
 2000.2!                             +   *    !!         .    .   0.         !
 2000.3!                                +    *!!         .    .    .0        !
 2000.4!                                  * + !!         .  0 .    .         !
 2001.1!                               * +    !!         . 0  .    .         !
 2001.2!                              +   *   !!         .    .   0.         !
 2001.3!                                 +    *!         .    .    .0        !
 2001.4!                                  *  +!!         . 0  .    .         !
 2002.1!                               *  +   !!         .  0 .    .         !
 2002.2!                               + *    !!         .    .  0 .         !
 2002.3!                                 +    *!         .    .    .0        !
 2002.4!                                  *  +!!         . 0  .    .         !
 2003.1!                                * +   !!         .  0 .    .         !
 2003.2!                               +  *   !!         .    .  0 .         !
 2003.3!                                 +  * !!         .    .   0.         !
 2003.4!                                 * +  !!         . 0  .    .         !
 2004.1!                               * +    !!         .  0 .    .         !
 2004.2!                               + *    !!         .    . 0  .         !
 2004.3!                                +  *  !!         .    .  0 .         !
 2004.4!                                  +   !!         .    0    .         !
 2005.1!                                * +   !!         . 0  .    .         !
 2005.2!                                +*    !!         .    . 0  .         !
 2005.3!                                 +*   !!         .    . 0  .         !
 2005.4!                                * +   !!         .  0 .    .         !
 2006.1!                              * +     !!         .  0 .    .         !
 2006.2!                              +  *    !!         .    .  0 .         !
 2006.3!                                 +  * !!         .    .   0.         !
 2006.4!                                  *+  !!         .  0 .    .         !
 2007.1!                                 *+   !!         .   0.    .         !
 2007.2!                                *+    !!         .    0    .         !
 2007.3!                                +  *  !!         .    .   0.         !
 2007.4!                                   +* !!         .    .0   .         !
 2008.1!                                   *+ !!         .    0    .         !
 2008.2!                                   + *!!         .    . 0  .         !
 2008.3!                                   * +!!         .  0 .    .         !
 2008.4!                                   +* !!         .    . 0  .         !
 2009.1!                                *   + !!         .0   .    .         !
 2009.2!                                +*    !!         .    .0   .         !
 2009.3!                                + *   !!         .    .0   .         !
 2009.4!                                 +    !!         .   0.    .         !
 2010.1!                               * +    !!         .  0 .    .         !
 2010.2!                               +*     !!         .    . 0  .         !
 2010.3!                                + *   !!         .    . 0  .         !
 2010.4!                               * +    !!         . 0  .    .         !
 2011.1!                               +     *!!         .    .    . 0       !
 2011.2!                                 *   +!!         .0   .    .         !
 2011.3!                                 +*   !!         .    .0   .         !
 2011.4!                                 +*   !!         .    .0   .         !
 2012.1!                                 *+   !!         .   0.    .         !
 2012.2!                                 +    !!         .    0    .         !
 2012.3!                                 +    !!         .    0    .         !
 2012.4!                                 + *  !!         .    .  0 .         !


     29.08 percent of the residuals exceed 1 SE
      4.96 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSICO=SIPX$/COPMM;                                                      
 GENR LAASICO=LOG(AASICO+.00001);                                             
 GENR LASICO=LOG(ASICO+.00001);                                               
 LHS AASICO=EXP(LAASICO)-.00001;                                              
  EQ 1473 LAASICO C LASICO(-1) PSICO;                                         
EQUATION 1051  LAASICO  
   RHS     C  LASICO(-1)  PSICO  
 SMPL 1972.4 2012.4;                                                          
Sample period is now  1972.4 to  2012.4 Internally:    84 to   244
 OLS;EST 1051 PLOT=0;END;                                                     

Equation number = 1051
**********************

Dependent variable = LAASICO 

 1972.4 -   2012.4,    0 missing obs.,  161 obs. used.

Mean of dependent variable       -6.229215553

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.094759496       0.432430879  -7.15666     1.000000
13562 LASICO  ( -1)       0.476492742       0.066969889   7.11503    -6.239833
13560 PSICO   (  0)      -0.106338968       0.112670269  -0.94381     1.516103

SE of equation            =     0.466007923
Sum of squared residuals  =  34.3118148      -0.192281746E-10
Average absolute error    =     0.337123755
Sum of ABS residuals      =  54.2769246    
R squared                 =   0.25506
Durbin-Watson statistic   =   2.12729
SMPL and No. Obs.         = 1972.4   2012.4    161

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.4!        +                  *          !!          .   .   .         0!
 1973.1!                       +              !!          .   0   .          !
 1973.2!                     +          *     !!          .   .   .   0      !
 1973.3!                         +    *       !!          .   .   0          !
 1973.4!                        +   *         !!          .   .  0.          !
 1974.1!                       +   *          !!          .   .  0.          !
 1974.2!                       +         *    !!          .   .   .   0      !
 1974.3!                        * +           !!          .  0.   .          !
 1974.4!               *     +                !!          0   .   .          !
 1975.1!                 +                    !!          .   0   .          !
 1975.2!                  +                   *!          .   .   .          0
 1975.3!                 *          +         !!      0   .   .   .          !
 1975.4!                  +       *           !!          .   .   . 0        !
 1976.1!                      +        *      !!          .   .   . 0        !
 1976.2!                        +             !!          .  0.   .          !
 1976.3!                     +      *         !!          .   .   .0         !
 1976.4!                      *+              !!          .  0.   .          !
 1977.1!                    +          *      !!          .   .   .   0      !
 1977.2!                     *  +             !!          . 0 .   .          !
 1977.3!                   +*                 !!          .   0   .          !
 1977.4!                   +    *             !!          .   .   0          !
 1978.1!                     +  *             !!          .   .  0.          !
 1978.2!                     +  *             !!          .   . 0 .          !
 1978.3!                     + *              !!          .   . 0 .          !
 1978.4!                     +   *            !!          .   .  0.          !
 1979.1!                      +    *          !!          .   .   0          !
 1979.2!               *       +              !!         0.   .   .          !
 1979.3!                 +              *     !!          .   .   .      0   !
 1979.4!                  *      +            !!         0.   .   .          !
 1980.1!               *  +                   !!          . 0 .   .          !
 1980.2!                +          *          !!          .   .   .   0      !
 1980.3!                     *+               !!          .  0.   .          !
 1980.4!                   +   *              !!          .   .  0.          !
 1981.1!                    +*                !!          .   0   .          !
 1981.2!                   +                  !!          .   0   .          !
 1981.3!                * +                   !!          .  0.   .          !
 1981.4!               * +                    !!          .  0.   .          !
 1982.1!            *   +                     !!          0   .   .          !
 1982.2!               +                      !!          .   0   .          !
 1982.3!               *+                     !!          .  0.   .          !
 1982.4!                + *                   !!          .   .0  .          !
 1983.1!             *    +                   !!          0   .   .          !
 1983.2!               +   *                  !!          .   .  0.          !
 1983.3!                   +                  !!          .   0   .          !
 1983.4!                  +*                  !!          .   .0  .          !
 1984.1!                  + *                 !!          .   .0  .          !
 1984.2!                   + *                !!          .   . 0 .          !
 1984.3!                   +  *               !!          .   . 0 .          !
 1984.4!                    +     *           !!          .   .   0          !
 1985.1!      *               +               !!  0       .   .   .          !
 1985.2!            +        *                !!          .   .   . 0        !
 1985.3!                   +      *           !!          .   .   .0         !
 1985.4!                 *    +               !!          0   .   .          !
 1986.1!                  +    *              !!          .   .   0          !
 1986.2!                  *  +                !!          . 0 .   .          !
 1986.3!                   +  *               !!          .   . 0 .          !
 1986.4!                    +    *            !!          .   .   0          !
 1987.1!                      +    *          !!          .   .  0.          !
 1987.2!                       + *            !!          .   .0  .          !
 1987.3!                      +*              !!          .   .0  .          !
 1987.4!                     +     *          !!          .   .   0          !
 1988.1!                *      +              !!         0.   .   .          !
 1988.2!                  +     *             !!          .   .   0          !
 1988.3!                     +        *       !!          .   .   . 0        !
 1988.4!                  *     +             !!         0.   .   .          !
 1989.1!                  +       *           !!          .   .   .0         !
 1989.2!                      +*              !!          .   .0  .          !
 1989.3!                     +         *      !!          .   .   .  0       !
 1989.4!                *        +            !!        0 .   .   .          !
 1990.1!                 +   *                !!          .   .  0.          !
 1990.2!                    +                 !!          .   0   .          !
 1990.3!                   +*                 !!          .   0   .          !
 1990.4!                *  +                  !!          . 0 .   .          !
 1991.1!                  +   *               !!          .   .  0.          !
 1991.2!                    +                 !!          .   0   .          !
 1991.3!                   + *                !!          .   . 0 .          !
 1991.4!                 *  +                 !!          . 0 .   .          !
 1992.1!                  +                   !!          .   0   .          !
 1992.2!                   +                  !!          .   0   .          !
 1992.3!                 * +                  !!          . 0 .   .          !
 1992.4!                 *+                   !!          .  0.   .          !
 1993.1!                  +*                  !!          .   .0  .          !
 1993.2!            *      +                  !!         0.   .   .          !
 1993.3!            *  +                      !!          . 0 .   .          !
 1993.4!           *   +                      !!          .0  .   .          !
 1994.1!        *      +                      !!         0.   .   .          !
 1994.2!          *  +                        !!          .0  .   .          !
 1994.3!         *    +                       !!          .0  .   .          !
 1994.4!         *    +                       !!          .0  .   .          !
 1995.1!       *      +                       !!         0.   .   .          !
 1995.2!        *    +                        !!          .0  .   .          !
 1995.3!         *   +                        !!          .0  .   .          !
 1995.4!         *    +                       !!          0   .   .          !
 1996.1!            * +                       !!          .  0.   .          !
 1996.2!          *    +                      !!          0   .   .          !
 1996.3!          *   +                       !!          .0  .   .          !
 1996.4!   *          +                       !!     0    .   .   .          !
 1997.1!        *  +                          !!          . 0 .   .          !
 1997.2!      *       +                       !!         0.   .   .          !
 1997.3!        *    +                        !!          .0  .   .          !
 1997.4!     *        +                       !!        0 .   .   .          !
 1998.1!      *     +                         !!          0   .   .          !
 1998.2!             +                        !!          .   0   .          !
 1998.3!             *  +                     !!          . 0 .   .          !
 1998.4!  *             +                     !!    0     .   .   .          !
 1999.1!          +                           !!          .   0   .          !
 1999.2!               +                      !!          .   .0  .          !
 1999.3!                 +  *                 !!          .   . 0 .          !
 1999.4*                    +                 !0          .   .   .          !
 2000.1!         +                            !!          .   0   .          !
 2000.2!              +*                      !!          .   .0  .          !
 2000.3!                 + *                  !!          .   .0  .          !
 2000.4!               *   +                  !!          .0  .   .          !
 2001.1!                *+                    !!          .  0.   .          !
 2001.2!                 +   *                !!          .   . 0 .          !
 2001.3!                    +*                !!          .   .0  .          !
 2001.4!                 *  +                 !!          . 0 .   .          !
 2002.1!                  + *                 !!          .   .0  .          !
 2002.2!                    +                 !!          .   0   .          !
 2002.3!                    + *               !!          .   . 0 .          !
 2002.4!                   * +                !!          .  0.   .          !
 2003.1!                   +  *               !!          .   . 0 .          !
 2003.2!                     +  *             !!          .   .  0.          !
 2003.3!                    * +               !!          .  0.   .          !
 2003.4!                *   +                 !!          .0  .   .          !
 2004.1!                 *+                   !!          .  0.   .          !
 2004.2!                * +                   !!          .  0.   .          !
 2004.3!                  +                   !!          .   0   .          !
 2004.4!                *  +                  !!          . 0 .   .          !
 2005.1!                 *+                   !!          .  0.   .          !
 2005.2!             *     +                  !!          0   .   .          !
 2005.3!               *+                     !!          .  0.   .          !
 2005.4!                * +                   !!          . 0 .   .          !
 2006.1!                * +                   !!          .  0.   .          !
 2006.2!                  +       *           !!          .   .   . 0        !
 2006.3!                 *     +              !!         0.   .   .          !
 2006.4!                  +                   !!          .   0   .          !
 2007.1!                  *+                  !!          .  0.   .          !
 2007.2!                  *+                  !!          .  0.   .          !
 2007.3!                  *+                  !!          .  0.   .          !
 2007.4!                   +  *               !!          .   . 0 .          !
 2008.1!                *    +                !!          0   .   .          !
 2008.2!                  +*                  !!          .   0   .          !
 2008.3!                   +  *               !!          .   . 0 .          !
 2008.4!                *    +                !!          0   .   .          !
 2009.1!                  +          *        !!          .   .   .   0      !
 2009.2!                     *  +             !!          . 0 .   .          !
 2009.3!                *    +                !!          .0  .   .          !
 2009.4!                  +                   !!          .   0   .          !
 2010.1!                  *+                  !!          .  0.   .          !
 2010.2!                   +                  !!          .   0   .          !
 2010.3!                    +*                !!          .   .0  .          !
 2010.4!                     +      *         !!          .   .   .0         !
 2011.1!                    *   +             !!          .0  .   .          !
 2011.2!                    +*                !!          .   0   .          !
 2011.3!                    +*                !!          .   0   .          !
 2011.4!                 *   +                !!          . 0 .   .          !
 2012.1!                   +                  !!          .   0   .          !
 2012.2!                    +*                !!          .   .0  .          !
 2012.3!                    +   *             !!          .   .  0.          !
 2012.4!                  *   +               !!          .0  .   .          !


     25.47 percent of the residuals exceed 1 SE
      4.35 percent of the residuals exceed 2 SE
@@EQ 1474 LAAVICO C LAVICO(-1) PVICO;SMPL 2013.1 2012.4;OLS;EST 1474 PLOT=0;EN
@@EQ 1475 LAANICO C LANICO(-1) PNICO;SMPL 2004.3 2012.4;OLS;EST 1475 PLOT=0;EN
@@EQ 1476 LAAALCO C LAALCO(-1) PALCO;SMPL 2011.3 2012.4;OLS;EST 1476 PLOT=0;EN
@@EQ 1477 LAAIACO C LAIACO(-1) PIACO;SMPL 1989.1 2012.4;OLS;EST 1477 PLOT=0;EN
@@EQ 1478 LAAINCO C LAINCO(-1) PINCO;SMPL 2001.3 2012.4;OLS;EST 1478 PLOT=0;EN
@@EQ 1479 LAAIQCO C LAIQCO(-1) PIQCO;SMPL 2006.3 2012.4;OLS;EST 1479 PLOT=0;EN
@@EQ 1480 LAAKUCO C LAKUCO(-1) PKUCO;SMPL 2006.3 2012.4;OLS;EST 1480 PLOT=0;EN
@@EQ 1481 LAALICO C LALICO(-1) PLICO;SMPL 2012.3 2012.4;OLS;EST 1481 PLOT=0;EN
@@EQ 1482 LAAUACO C LAUACO(-1) PUACO;SMPL 1989.3 2012.4;OLS;EST 1482 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSJO=USPX$/JOPMM;                                                      
 GENR LAAUSJO=LOG(AAUSJO+.00001);                                             
 GENR LAUSJO=LOG(AUSJO+.00001);                                               
 LHS AAUSJO=EXP(LAAUSJO)-.00001;                                              
  EQ 1483 LAAUSJO C LAUSJO(-1) PUSJO;                                         
EQUATION 1052  LAAUSJO  
   RHS     C  LAUSJO(-1)  PUSJO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1052 PLOT=0;END;                                                     

Equation number = 1052
**********************

Dependent variable = LAAUSJO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.292707064

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.416707132       0.196338794  -2.12239     1.000000
13565 LAUSJO  ( -1)       0.802264934       0.044931763  17.85519    -2.289243
13563 PUSJO   (  0)      -0.027122872       0.133834158  -0.20266     1.453420

SE of equation            =     0.327016681
Sum of squared residuals  =  19.7838833      -0.132871492E-11
Average absolute error    =     0.253023800
Sum of ABS residuals      =  47.5684744    
R squared                 =   0.65038
Durbin-Watson statistic   =   2.44488
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                    + *               !!         .    . 0  .         !
 1966.2!                    +   *             !!         .    .   0.         !
 1966.3!                      +     *         !!         .    .    .0        !
 1966.4!                    *    +            !!         .0   .    .         !
 1967.1!                   +    *             !!         .    .    0         !
 1967.2!                 *    +               !!         .0   .    .         !
 1967.3!      *         +                     !!    0    .    .    .         !
 1967.4!       +              *               !!         .    .    .        0!
 1968.1!           *        +                 !!      0  .    .    .         !
 1968.2!        *  +                          !!         . 0  .    .         !
 1968.3!        +          *                  !!         .    .    .    0    !
 1968.4!                 +     *              !!         .    .    .0        !
 1969.1!          *          +                !!    0    .    .    .         !
 1969.2!           +               *          !!         .    .    .         0
 1969.3!                        +             *!         .    .    .       0 !
 1969.4!                      *          +    !!    0    .    .    .         !
 1970.1!                    +               * !!         .    .    .         0
 1970.2!                                +*    !!         .    .0   .         !
 1970.3!              *              +        !! 0       .    .    .         !
 1970.4!              +        *              !!         .    .    .   0     !
 1971.1!                     +               *!!         .    .    .         0
 1971.2!                                +  *  !!         .    . 0  .         !
 1971.3!                         *    +       !!         .0   .    .         !
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 1972.3!                          +  *        !!         .    .  0 .         !
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 1989.3!           *  +                       !!         . 0  .    .         !
 1989.4!           +      *                   !!         .    .    .0        !
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 1990.3!             +                        !!         .    0    .         !
 1990.4!      *      +                        !!       0 .    .    .         !
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 1992.1!     *     +                          !!        0.    .    .         !
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 1996.3!      *  +                            !!         . 0  .    .         !
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 1997.3!       *   +                          !!         . 0  .    .         !
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 1998.3! *      +                             !!       0 .    .    .         !
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 1999.3!      * +                             !!         . 0  .    .         !
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 2000.2! *     +                              !!        0.    .    .         !
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 2001.4!    +                                 !!         .    0    .         !
 2002.1! *    +                               !!         0    .    .         !
 2002.2!   + *                                !!         .    . 0  .         !
 2002.3!*     +                               !!        0.    .    .         !
 2002.4!  +       *                           !!         .    .    . 0       !
 2003.1!          + *                         !!         .    .0   .         !
 2003.2!*           +                         !!   0     .    .    .         !
 2003.3!  +*                                  !!         .    0    .         !
 2003.4!    +  *                              !!         .    . 0  .         !
 2004.1!  *     +                             !!         0    .    .         !
 2004.2!   *+                                 !!         .   0.    .         !
 2004.3*     +                                !!        0.    .    .         !
 2004.4!  +   *                               !!         .    .   0.         !
 2005.1!   *   +                              !!         .0   .    .         !
 2005.2!     +*                               !!         .    .0   .         !
 2005.3!      *+                              !!         .   0.    .         !
 2005.4!     * +                              !!         .  0 .    .         !
 2006.1!    *  +                              !!         .  0 .    .         !
 2006.2!   *  +                               !!         . 0  .    .         !
 2006.3!     +*                               !!         .    .0   .         !
 2006.4!  *    +                              !!         0    .    .         !
 2007.1! *  +                                 !!         . 0  .    .         !
 2007.2!   +    *                             !!         .    .   0.         !
 2007.3!         +*                           !!         .    .0   .         !
 2007.4!     *    +                           !!         0    .    .         !
 2008.1!     *+                               !!         .   0.    .         !
 2008.2! *     +                              !!         0    .    .         !
 2008.3! *  +                                 !!         . 0  .    .         !
 2008.4!   + *                                !!         .    . 0  .         !
 2009.1!       +*                             !!         .    .0   .         !
 2009.2!         +*                           !!         .    .0   .         !
 2009.3!      *   +                           !!         .0   .    .         !
 2009.4!       +   *                          !!         .    .  0 .         !
 2010.1!          *+                          !!         .   0.    .         !
 2010.2!        *  +                          !!         . 0  .    .         !
 2010.3!     *   +                            !!         . 0  .    .         !
 2010.4!       + *                            !!         .    .  0 .         !
 2011.1!          +                           !!         .    0    .         !
 2011.2!           +                          !!         .    0    .         !
 2011.3!      *    +                          !!         0    .    .         !
 2011.4!        +                             !!         .    0    .         !
 2012.1!         + *                          !!         .    . 0  .         !
 2012.2!         * +                          !!         .  0 .    .         !
 2012.3!          +                           !!         .    .0   .         !
 2012.4!          *+                          !!         .    0    .         !


     26.60 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ  1484 LAACAJO C LACAJO(-1) PCAJO;SMPL 1976.2 2012.4;OLS;EST 1484 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJAJO=JAPX$/JOPMM;                                                      
 GENR LAAJAJO=LOG(AAJAJO+.00001);                                             
 GENR LAJAJO=LOG(AJAJO+.00001);                                               
 LHS AAJAJO=EXP(LAAJAJO)-.00001;                                              
  EQ 1485 LAAJAJO C LAJAJO(-1) PJAJO;                                         
EQUATION 1053  LAAJAJO  
   RHS     C  LAJAJO(-1)  PJAJO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1053 PLOT=0;END;                                                     

Equation number = 1053
**********************

Dependent variable = LAAJAJO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.494220032

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.556413409       0.160608312  -3.46441     1.000000
13568 LAJAJO  ( -1)       0.838423647       0.040623388  20.63894    -3.492541
13566 PJAJO   (  0)      -0.005666263       0.050601789  -0.11198     1.690259

SE of equation            =     0.243355484
Sum of squared residuals  =  10.9560499      -0.273780998E-11
Average absolute error    =     0.184657178
Sum of ABS residuals      =  34.7155494    
R squared                 =   0.69878
Durbin-Watson statistic   =   2.31790
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!            *+                        !!          .  0.   .          !
 1966.2!       *     +                        !!          0   .   .          !
 1966.3!         +   *                        !!          .   .  0.          !
 1966.4!        *     +                       !!          0   .   .          !
 1967.1!          +                           !!          .   0   .          !
 1967.2!           + *                        !!          .   .0  .          !
 1967.3*             +                        !!    0     .   .   .          !
 1967.4!  +        *                          !!          .   .   .  0       !
 1968.1!            +*                        !!          .   0   .          !
 1968.2!             +                        !!          .   0   .          !
 1968.3!              +    *                  !!          .   .   0          !
 1968.4!                  +     *             !!          .   .   0          !
 1969.1!                       +      *       !!          .   .   .0         !
 1969.2!                           *+         !!          .  0.   .          !
 1969.3!              *          +            !!      0   .   .   .          !
 1969.4!               +  *                   !!          .   .  0.          !
 1970.1!                  +*                  !!          .   .0  .          !
 1970.2!                  + *                 !!          .   .0  .          !
 1970.3!                    +        *        !!          .   .   .  0       !
 1970.4!      *                    +          !0          .   .   .          !
 1971.1!        +  *                          !!          .   . 0 .          !
 1971.2!            +     *                   !!          .   .   .0         !
 1971.3!                  +        *          !!          .   .   . 0        !
 1971.4!                         +  *         !!          .   . 0 .          !
 1972.1!                     *    +           !!          0   .   .          !
 1972.2!                   *+                 !!          .  0.   .          !
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 1972.4!                      +       *       !!          .   .   . 0        !
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 1974.2!                         +            !!          .   0   .          !
 1974.3!               *        +             !!        0 .   .   .          !
 1974.4!                +         *           !!          .   .   .  0       !
 1975.1!                         +    *       !!          .   .   0          !
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 1975.3!                                   +  *!          .   . 0 .          !
 1975.4!                         *         +  !!        0 .   .   .          !
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 1976.2!                            +*        !!          .   .0  .          !
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 1978.4!                          *   +       !!          . 0 .   .          !
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 1980.2!                               +     *!!          .   .   0          !
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 1980.4!                               +   *  !!          .   .  0.          !
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 1981.3!                         +            !!          .   0   .          !
 1981.4!                    *   +             !!          .0  .   .          !
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 1982.2!                     * +              !!          .  0.   .          !
 1982.3!                    +   *             !!          .   . 0 .          !
 1982.4!                      +  *            !!          .   . 0 .          !
 1983.1!                        +      *      !!          .   .   .0         !
 1983.2!                            +   *     !!          .   .  0.          !
 1983.3!                          *   +       !!          .0  .   .          !
 1983.4!                         +  *         !!          .   . 0 .          !
 1984.1!                          +  *        !!          .   . 0 .          !
 1984.2!                          *+          !!          .  0.   .          !
 1984.3!                        *+            !!          .   0   .          !
 1984.4!                       +              !!          .   0   .          !
 1985.1!                      +       *       !!          .   .   .0         !
 1985.2!                       *    +         !!          .0  .   .          !
 1985.3!                      +  *            !!          .   . 0 .          !
 1985.4!                     * +              !!          .  0.   .          !
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 1986.2!                      +    *          !!          .   .   0          !
 1986.3!                 *        +           !!        0 .   .   .          !
 1986.4!                 +                    !!          .   0   .          !
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 1987.3!              + *                     !!          .   . 0 .          !
 1987.4!     *          +                     !!      0   .   .   .          !
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 1988.3!           *   +                      !!          . 0 .   .          !
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 1989.1!  *          +                        !!      0   .   .   .          !
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 1989.3!    *  +                              !!          . 0 .   .          !
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 1990.3!        +*                            !!          .   .0  .          !
 1990.4!   *       +                          !!         0.   .   .          !
 1991.1!    * +                               !!          .  0.   .          !
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 1991.3!            +  *                      !!          .   . 0 .          !
 1991.4!               +  *                   !!          .   . 0 .          !
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 1992.3!                     +*               !!          .   .0  .          !
 1992.4!                     +                !!          .   0   .          !
 1993.1!                    +      *          !!          .   .   0          !
 1993.2!                     *   +            !!          .0  .   .          !
 1993.3!              *     +                 !!          0   .   .          !
 1993.4!     *        +                       !!       0  .   .   .          !
 1994.1!      +  *                            !!          .   . 0 .          !
 1994.2!         *+                           !!          .  0.   .          !
 1994.3!         *+                           !!          .  0.   .          !
 1994.4!        * +                           !!          .  0.   .          !
 1995.1!          +                           !!          .   .0  .          !
 1995.2!       *   +                          !!          .0  .   .          !
 1995.3!   *     +                            !!          0   .   .          !
 1995.4!     +     *                          !!          .   .   0          !
 1996.1!            +                         !!          .   0   .          !
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 1996.3!            + *                       !!          .   .0  .          !
 1996.4!             *+                       !!          .  0.   .          !
 1997.1!              +      *                !!          .   .   .0         !
 1997.2!              *     +                 !!         0.   .   .          !
 1997.3!              +   *                   !!          .   .  0.          !
 1997.4!                  +                   !!          .   0   .          !
 1998.1!               *  +                   !!          . 0 .   .          !
 1998.2!               +  *                   !!          .   . 0 .          !
 1998.3!                  + *                 !!          .   .0  .          !
 1998.4!                   +  *               !!          .   . 0 .          !
 1999.1!                  *  +                !!          . 0 .   .          !
 1999.2!                  +  *                !!          .   . 0 .          !
 1999.3!                 *  +                 !!          . 0 .   .          !
 1999.4!        *        +                    !!        0 .   .   .          !
 2000.1!         *+                           !!          .  0.   .          !
 2000.2!          + *                         !!          .   . 0 .          !
 2000.3!            *+                        !!          .  0.   .          !
 2000.4!             +                        !!          .   0   .          !
 2001.1!             *+                       !!          .   0   .          !
 2001.2!              + *                     !!          .   . 0 .          !
 2001.3!               *+                     !!          .  0.   .          !
 2001.4!         *     +                      !!          0   .   .          !
 2002.1!          +  *                        !!          .   . 0 .          !
 2002.2!         *    +                       !!          .0  .   .          !
 2002.3!    *      +                          !!         0.   .   .          !
 2002.4!      +         *                     !!          .   .   .  0       !
 2003.1!                +  *                  !!          .   . 0 .          !
 2003.2!              *    +                  !!          .0  .   .          !
 2003.3!          *    +                      !!          0   .   .          !
 2003.4!           +   *                      !!          .   .  0.          !
 2004.1!         *     +                      !!          0   .   .          !
 2004.2!          *+                          !!          .   0   .          !
 2004.3!        *  +                          !!          . 0 .   .          !
 2004.4!         +  *                         !!          .   . 0 .          !
 2005.1!         *   +                        !!          . 0 .   .          !
 2005.2!        * +                           !!          . 0 .   .          !
 2005.3!         +     *                      !!          .   .   0          !
 2005.4!               +*                     !!          .   0   .          !
 2006.1!                + *                   !!          .   . 0 .          !
 2006.2!         *        +                   !!       0  .   .   .          !
 2006.3!          +          *                !!          .   .   .  0       !
 2006.4!             *      +                 !!         0.   .   .          !
 2007.1!              +     *                 !!          .   .   .0         !
 2007.2!                    +                 !!          .   0   .          !
 2007.3!                  *+                  !!          .  0.   .          !
 2007.4!                  +*                  !!          .   .0  .          !
 2008.1!                   + *                !!          .   . 0 .          !
 2008.2!                    +*                !!          .   .0  .          !
 2008.3!                     +                !!          .   0   .          !
 2008.4!              *     +                 !!          0   .   .          !
 2009.1!         *     +                      !!          0   .   .          !
 2009.2!      *   +                           !!          .0  .   .          !
 2009.3!      * +                             !!          .  0.   .          !
 2009.4!    *   +                             !!          .0  .   .          !
 2010.1!      +*                              !!          .   .0  .          !
 2010.2!  *     +                             !!          0   .   .          !
 2010.3!  *  +                                !!          . 0 .   .          !
 2010.4!  *  +                                !!          . 0 .   .          !
 2011.1!    *+                                !!          .   0   .          !
 2011.2!  *    +                              !!          .0  .   .          !
 2011.3!  *  +                                !!          . 0 .   .          !
 2011.4! *  +                                 !!          . 0 .   .          !
 2012.1! *  +                                 !!          . 0 .   .          !
 2012.2!   *+                                 !!          .  0.   .          !
 2012.3!    *+                                !!          .  0.   .          !
 2012.4!      +                               !!          .   0   .          !


     29.79 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ  1486 LAAAUJO C LAAUJO(-1) PAUJO;SMPL 1989.1 2012.4;OLS;EST 1486 PLOT=0;EN
@EQ  1487 LAAFRJO C LAFRJO(-1) PFRJO;SMPL 1966.1 2012.4;OLS;EST 1487 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEJO=GEPX$/JOPMM;                                                      
 GENR LAAGEJO=LOG(AAGEJO+.00001);                                             
 GENR LAGEJO=LOG(AGEJO+.00001);                                               
 LHS AAGEJO=EXP(LAAGEJO)-.00001;                                              
  EQ 1488 LAAGEJO C LAGEJO(-1) PGEJO;                                         
EQUATION 1054  LAAGEJO  
   RHS     C  LAGEJO(-1)  PGEJO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1054 PLOT=0;END;                                                     

Equation number = 1054
**********************

Dependent variable = LAAGEJO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.544796443

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.389069946       0.121065793  -3.21371     1.000000
13571 LAGEJO  ( -1)       0.812055274       0.045362777  17.90136    -2.540148
13569 PGEJO   (  0)      -0.073567402       0.073753557  -0.99748     1.263955

SE of equation            =     0.208497588
Sum of squared residuals  =  8.04218015      -0.228972397E-11
Average absolute error    =     0.159266102
Sum of ABS residuals      =  29.9420271    
R squared                 =   0.67311
Durbin-Watson statistic   =   2.34448
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                  +    *              !!         .    .    0         !
 1966.2!                  *  +                !!         .0   .    .         !
 1966.3!                *+                    !!         .  0 .    .         !
 1966.4!                + *                   !!         .    . 0  .         !
 1967.1!                  +          *        !!         .    .    .      0  !
 1967.2!                          +  *        !!         .    .  0 .         !
 1967.3!                          *+          !!         .    0    .         !
 1967.4!                        +   *         !!         .    .    0         !
 1968.1!                     *    +           !!         0    .    .         !
 1968.2!                    +      *          !!         .    .    .  0      !
 1968.3!                         +            !!         .    0    .         !
 1968.4!                     * +              !!         .  0 .    .         !
 1969.1!                  * +                 !!         . 0  .    .         !
 1969.2!                *+                    !!         .   0.    .         !
 1969.3!           *     +                    !!        0.    .    .         !
 1969.4!             +      *                 !!         .    .    .   0     !
 1970.1!           *        +                 !!     0   .    .    .         !
 1970.2!            +         *               !!         .    .    .    0    !
 1970.3!                *    +                !!         0    .    .         !
 1970.4!               *+                     !!         .   0.    .         !
 1971.1!    *          +                      !!  0      .    .    .         !
 1971.2!       +   *                          !!         .    .   0.         !
 1971.3!           *+                         !!         .   0.    .         !
 1971.4!            +   *                     !!         .    .   0.         !
 1972.1!                +      *              !!         .    .    .  0      !
 1972.2!                    * +               !!         .  0 .    .         !
 1972.3!                   +*                 !!         .    .0   .         !
 1972.4!                   + *                !!         .    . 0  .         !
 1973.1!                   *+                 !!         .   0.    .         !
 1973.2!                   +  *               !!         .    .   0.         !
 1973.3!                  *  +                !!         . 0  .    .         !
 1973.4!            *    +                    !!        0.    .    .         !
 1974.1!            +             *           !!         .    .    .         0
 1974.2!                      * +             !!         .  0 .    .         !
 1974.3!                     +*               !!         .    .0   .         !
 1974.4!                     +*               !!         .    . 0  .         !
 1975.1!                     +     *          !!         .    .    .0        !
 1975.2!                      *  +            !!         . 0  .    .         !
 1975.3!                     +  *             !!         .    .  0 .         !
 1975.4!                      +    *          !!         .    .    0         !
 1976.1!                         +   *        !!         .    .   0.         !
 1976.2!                           +*         !!         .    . 0  .         !
 1976.3!                          +         * !!         .    .    .     0   !
 1976.4!                                +     *!         .    .    . 0       !
 1977.1!                                  + * !!         .    . 0  .         !
 1977.2!                           *    +     !!        0.    .    .         !
 1977.3!                         +*           !!         .    .0   .         !
 1977.4!                      * +             !!         .  0 .    .         !
 1978.1!                     +   *            !!         .    .   0.         !
 1978.2!                       + *            !!         .    .  0 .         !
 1978.3!                       +  *           !!         .    .  0 .         !
 1978.4!                  *     +             !!       0 .    .    .         !
 1979.1!                 +           *        !!         .    .    .       0 !
 1979.2!                           +          !!         .    0    .         !
 1979.3!                     *   +            !!         0    .    .         !
 1979.4!                    +  *              !!         .    .  0 .         !
 1980.1!                      + *             !!         .    .  0 .         !
 1980.2!                      +  *            !!         .    .  0 .         !
 1980.3!                        +             !!         .    0    .         !
 1980.4!                       + *            !!         .    .  0 .         !
 1981.1!                      * +             !!         .   0.    .         !
 1981.2!                     +    *           !!         .    .    0         !
 1981.3!                        +  *          !!         .    .  0 .         !
 1981.4!                          +*          !!         .    .0   .         !
 1982.1!                        *+            !!         .  0 .    .         !
 1982.2!                      +  *            !!         .    .  0 .         !
 1982.3!                 *      +             !!      0  .    .    .         !
 1982.4!             *   +                    !!         .0   .    .         !
 1983.1!             *+                       !!         .  0 .    .         !
 1983.2!            * +                       !!         .  0 .    .         !
 1983.3!             +                        !!         .   0.    .         !
 1983.4!       *      +                       !!       0 .    .    .         !
 1984.1!         +   *                        !!         .    .   0.         !
 1984.2!              +                       !!         .    0    .         !
 1984.3!            *  +                      !!         .0   .    .         !
 1984.4!           * +                        !!         .  0 .    .         !
 1985.1!            +    *                    !!         .    .    0         !
 1985.2!                *+                    !!         .  0 .    .         !
 1985.3!             *  +                     !!         . 0  .    .         !
 1985.4!          *   +                       !!         .0   .    .         !
 1986.1!           + *                        !!         .    . 0  .         !
 1986.2!         *   +                        !!         0    .    .         !
 1986.3!     *    +                           !!         0    .    .         !
 1986.4!    *  +                              !!         . 0  .    .         !
 1987.1!      + *                             !!         .    . 0  .         !
 1987.2!       *  +                           !!         .  0 .    .         !
 1987.3!         + *                          !!         .    .  0 .         !
 1987.4!  *         +                         !!    0    .    .    .         !
 1988.1*     +                                !!        0.    .    .         !
 1988.2!  +    *                              !!         .    .    0         !
 1988.3!  *     +                             !!        0.    .    .         !
 1988.4!    +                                 !!         .    0    .         !
 1989.1!      +    *                          !!         .    .    0         !
 1989.2!            + *                       !!         .    .  0 .         !
 1989.3!   *          +                       !!  0      .    .    .         !
 1989.4!     +*                               !!         .    0    .         !
 1990.1!       + *                            !!         .    . 0  .         !
 1990.2!      *  +                            !!         .0   .    .         !
 1990.3!       + *                            !!         .    . 0  .         !
 1990.4!   *      +                           !!       0 .    .    .         !
 1991.1!     +         *                      !!         .    .    .     0   !
 1991.2!      *        +                      !!     0   .    .    .         !
 1991.3!        +   *                         !!         .    .   0.         !
 1991.4!            +                         !!         .    0    .         !
 1992.1!            +*                        !!         .    .0   .         !
 1992.2!          *  +                        !!         .0   .    .         !
 1992.3!          +*                          !!         .    0    .         !
 1992.4!           +                          !!         .    0    .         !
 1993.1!          *+                          !!         .   0.    .         !
 1993.2!           +                          !!         .    0    .         !
 1993.3!           + *                        !!         .    . 0  .         !
 1993.4!           *+                         !!         .   0.    .         !
 1994.1!           +  *                       !!         .    .   0.         !
 1994.2!              +*                      !!         .    .0   .         !
 1994.3!          *    +                      !!         0    .    .         !
 1994.4!          +   *                       !!         .    .    0         !
 1995.1!            * +                       !!         .  0 .    .         !
 1995.2!            +                         !!         .    .0   .         !
 1995.3!         *  +                         !!         . 0  .    .         !
 1995.4!      *  +                            !!         . 0  .    .         !
 1996.1!       + *                            !!         .    . 0  .         !
 1996.2!          +                           !!         .    0    .         !
 1996.3!           +                          !!         .    0    .         !
 1996.4!           +   *                      !!         .    .   0.         !
 1997.1!              +   *                   !!         .    .   0.         !
 1997.2!                 +                    !!         .    0    .         !
 1997.3!              * +                     !!         .  0 .    .         !
 1997.4!          *   +                       !!         .0   .    .         !
 1998.1!           + *                        !!         .    .  0 .         !
 1998.2!             +                        !!         .    0    .         !
 1998.3!          *  +                        !!         .0   .    .         !
 1998.4!          +                           !!         .    0    .         !
 1999.1!          +   *                       !!         .    .   0.         !
 1999.2!             +*                       !!         .    0    .         !
 1999.3!             +    *                   !!         .    .    0         !
 1999.4!                  +*                  !!         .    . 0  .         !
 2000.1!                  +*                  !!         .    .0   .         !
 2000.2!                  +   *               !!         .    .   0.         !
 2000.3!                     +*               !!         .    .0   .         !
 2000.4!                     +*               !!         .    .0   .         !
 2001.1!                    +                 !!         .   0.    .         !
 2001.2!                  *+                  !!         .   0.    .         !
 2001.3!                *+                    !!         .  0 .    .         !
 2001.4!               +                      !!         .   0.    .         !
 2002.1!               +  *                   !!         .    .   0.         !
 2002.2!                 +                    !!         .   0.    .         !
 2002.3!           *    +                     !!         0    .    .         !
 2002.4!            +                         !!         .    0    .         !
 2003.1!            +   *                     !!         .    .   0.         !
 2003.2!               + *                    !!         .    . 0  .         !
 2003.3!             *  +                     !!         .0   .    .         !
 2003.4!          *  +                        !!         . 0  .    .         !
 2004.1!           +                          !!         .    0    .         !
 2004.2!         * +                          !!         .  0 .    .         !
 2004.3!        * +                           !!         .  0 .    .         !
 2004.4!         + *                          !!         .    . 0  .         !
 2005.1!            +*                        !!         .    . 0  .         !
 2005.2!            *+                        !!         .   0.    .         !
 2005.3!            +  *                      !!         .    .  0 .         !
 2005.4!           *   +                      !!         0    .    .         !
 2006.1!            +  *                      !!         .    .   0.         !
 2006.2!               +     *                !!         .    .    . 0       !
 2006.3!                    +*                !!         .    .0   .         !
 2006.4!                  * +                 !!         .  0 .    .         !
 2007.1!                 + *                  !!         .    . 0  .         !
 2007.2!             *    +                   !!        0.    .    .         !
 2007.3!            *+                        !!         .   0.    .         !
 2007.4!             +  *                     !!         .    .  0 .         !
 2008.1!               +                      !!         .    0    .         !
 2008.2!            *  +                      !!         .0   .    .         !
 2008.3!      *     +                         !!       0 .    .    .         !
 2008.4!        +  *                          !!         .    .   0.         !
 2009.1!            +   *                     !!         .    .   0.         !
 2009.2!       *        +                     !!    0    .    .    .         !
 2009.3!        +*                            !!         .    .0   .         !
 2009.4!          +                           !!         .    0    .         !
 2010.1!         * +                          !!         .  0 .    .         !
 2010.2!     *    +                           !!        0.    .    .         !
 2010.3!       +                              !!         .    0    .         !
 2010.4!        +   *                         !!         .    .   0.         !
 2011.1!       *     +                        !!        0.    .    .         !
 2011.2!    *    +                            !!         0    .    .         !
 2011.3!     *+                               !!         .   0.    .         !
 2011.4!    *  +                              !!         . 0  .    .         !
 2012.1!      + *                             !!         .    . 0  .         !
 2012.2!          +      *                    !!         .    .    .  0      !
 2012.3!    *            +                    !!0        .    .    .         !
 2012.4! *    +                               !!        0.    .    .         !


     26.06 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITJO=ITPX$/JOPMM;                                                      
 GENR LAAITJO=LOG(AAITJO+.00001);                                             
 GENR LAITJO=LOG(AITJO+.00001);                                               
 LHS AAITJO=EXP(LAAITJO)-.00001;                                              
  EQ 1489 LAAITJO C LAITJO(-1) PITJO;                                         
EQUATION 1055  LAAITJO  
   RHS     C  LAITJO(-1)  PITJO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1055 PLOT=0;END;                                                     

Equation number = 1055
**********************

Dependent variable = LAAITJO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.912110602

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.629362092       0.137514257  -4.57670     1.000000
13574 LAITJO  ( -1)       0.695261905       0.051949170  13.38350    -2.910996
13572 PITJO   (  0)      -0.233902922       0.080249903  -2.91468     1.106631

SE of equation            =     0.219751585
Sum of squared residuals  =  8.93379044      -0.686339874E-11
Average absolute error    =     0.174265328
Sum of ABS residuals      =  32.7618817    
R squared                 =   0.60173
Durbin-Watson statistic   =   2.35085
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!           *           +              !!    0    .    .    .         !
 1966.2!              +       *               !!         .    .    . 0       !
 1966.3!               *      +               !!        0.    .    .         !
 1966.4!                 +  *                 !!         .    .  0 .         !
 1967.1!                *   +                 !!         . 0  .    .         !
 1967.2!                  +  *                !!         .    . 0  .         !
 1967.3!   *                 +                !0         .    .    .         !
 1967.4!      * +                             !!         .  0 .    .         !
 1968.1!          +*                          !!         .    .0   .         !
 1968.2!          *  +                        !!         . 0  .    .         !
 1968.3!             +      *                 !!         .    .    .0        !
 1968.4!                    +   *             !!         .    .  0 .         !
 1969.1!             *          +             !!     0   .    .    .         !
 1969.2!          *     +                     !!         0    .    .         !
 1969.3*              +                       !! 0       .    .    .         !
 1969.4!       +   *                          !!         .    .  0 .         !
 1970.1!      *       +                       !!       0 .    .    .         !
 1970.2!            +                         !!         .    0    .         !
 1970.3!           *    +                     !!         .0   .    .         !
 1970.4*              +                       !! 0       .    .    .         !
 1971.1!   * +                                !!         .  0 .    .         !
 1971.2!         + *                          !!         .    . 0  .         !
 1971.3!               +       *              !!         .    .    . 0       !
 1971.4!               *       +              !!        0.    .    .         !
 1972.1!                  + *                 !!         .    . 0  .         !
 1972.2!              *      +                !!        0.    .    .         !
 1972.3!             *   +                    !!         .0   .    .         !
 1972.4!                +   *                 !!         .    .  0 .         !
 1973.1!               *      +               !!        0.    .    .         !
 1973.2!               *  +                   !!         . 0  .    .         !
 1973.3!              *  +                    !!         . 0  .    .         !
 1973.4!                 +*                   !!         .    .0   .         !
 1974.1!                  +     *             !!         .    .    0         !
 1974.2!                   *    +             !!         0    .    .         !
 1974.3!                    +  *              !!         .    . 0  .         !
 1974.4!                       +*             !!         .    .0   .         !
 1975.1!                       *+             !!         .    0    .         !
 1975.2!                       +*             !!         .    .0   .         !
 1975.3!                        +    *        !!         .    .    0         !
 1975.4!                           +   *      !!         .    .  0 .         !
 1976.1!                         *    +       !!         .0   .    .         !
 1976.2!                         +*           !!         .    0    .         !
 1976.3!                         +*           !!         .    .0   .         !
 1976.4!                          +    *      !!         .    .   0.         !
 1977.1!                       *     +        !!         0    .    .         !
 1977.2!                       +   *          !!         .    .  0 .         !
 1977.3!                          +           !!         .    .0   .         !
 1977.4!                         +         *  !!         .    .    .  0      !
 1978.1!                              *+      !!         .   0.    .         !
 1978.2!                            +   *     !!         .    .   0.         !
 1978.3!                           * +        !!         .   0.    .         !
 1978.4!                          +        *  !!         .    .    .  0      !
 1979.1!                                +  *  !!         .    .  0 .         !
 1979.2!                                +  *  !!         .    .  0 .         !
 1979.3!                           *   +      !!         .0   .    .         !
 1979.4!                          +         * !!         .    .    .   0     !
 1980.1!                                +   * !!         .    .  0 .         !
 1980.2!                              * +     !!         .  0 .    .         !
 1980.3!                           *+         !!         .   0.    .         !
 1980.4!                          +*          !!         .    .0   .         !
 1981.1!                         *+           !!         .   0.    .         !
 1981.2!                         +      *     !!         .    .    .0        !
 1981.3!                              +       !!         .    0    .         !
 1981.4!                        *   +         !!         .0   .    .         !
 1982.1!                        +  *          !!         .    .  0 .         !
 1982.2!                          +      *    !!         .    .    .0        !
 1982.3!                           *  +       !!         .  0 .    .         !
 1982.4!                           +     *    !!         .    .    .0        !
 1983.1!                            *  +      !!         . 0  .    .         !
 1983.2!                       *   +          !!         . 0  .    .         !
 1983.3!                    *   +             !!         . 0  .    .         !
 1983.4!                    * +               !!         .  0 .    .         !
 1984.1!                     +    *           !!         .    .   0.         !
 1984.2!                       *  +           !!         .  0 .    .         !
 1984.3!                      * +             !!         .  0 .    .         !
 1984.4!                       +  *           !!         .    . 0  .         !
 1985.1!                          +           *!         .    .    .    0    !
 1985.2!                              *   +   !!         .0   .    .         !
 1985.3!                            +     *   !!         .    .    0         !
 1985.4!                               +*     !!         .    0    .         !
 1986.1!                             +    *   !!         .    .    0         !
 1986.2!                         *    +       !!         .0   .    .         !
 1986.3!                       *+             !!         .   0.    .         !
 1986.4!                      +  *            !!         .    . 0  .         !
 1987.1!                      * +             !!         .   0.    .         !
 1987.2!                 *    +               !!         0    .    .         !
 1987.3!                  +   *               !!         .    .  0 .         !
 1987.4!             *       +                !!       0 .    .    .         !
 1988.1!    *          +                      !!    0    .    .    .         !
 1988.2!         +           *                !!         .    .    .    0    !
 1988.3!              *     +                 !!        0.    .    .         !
 1988.4!             * +                      !!         .  0 .    .         !
 1989.1!          *    +                      !!         .0   .    .         !
 1989.2!             +        *               !!         .    .    .  0      !
 1989.3!                *    +                !!         .0   .    .         !
 1989.4!            *    +                    !!         .0   .    .         !
 1990.1!          *  +                        !!         . 0  .    .         !
 1990.2!           *+                         !!         .   0.    .         !
 1990.3!           +      *                   !!         .    .    .0        !
 1990.4!           *     +                    !!         0    .    .         !
 1991.1!             +    *                   !!         .    .   0.         !
 1991.2!                  + *                 !!         .    . 0  .         !
 1991.3!           *        +                 !!       0 .    .    .         !
 1991.4!              +        *              !!         .    .    .  0      !
 1992.1!                      +*              !!         .    .0   .         !
 1992.2!                     +                !!         .    0    .         !
 1992.3!                    + *               !!         .    . 0  .         !
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 1993.4!                       +*             !!         .    0    .         !
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 2002.3!            *    +                    !!         0    .    .         !
 2002.4!             +       *                !!         .    .    . 0       !
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 2003.2!            *   +                     !!         .0   .    .         !
 2003.3!             +    *                   !!         .    .   0.         !
 2003.4!                 +   *                !!         .    .   0.         !
 2004.1!         *         +                  !!     0   .    .    .         !
 2004.2!          + *                         !!         .    .0   .         !
 2004.3!             +   *                    !!         .    .   0.         !
 2004.4!              * +                     !!         .  0 .    .         !
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 2006.2!            *  +                      !!         .  0 .    .         !
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 2006.4!         +      *                     !!         .    .    .0        !
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 2007.4!            +                         !!         .   0.    .         !
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 2008.2!      *  +                            !!         .  0 .    .         !
 2008.3!       * +                            !!         .   0.    .         !
 2008.4!       * +                            !!         .  0 .    .         !
 2009.1!    *    +                            !!         .0   .    .         !
 2009.2!      +*                              !!         .    .0   .         !
 2009.3!         +*                           !!         .    .0   .         !
 2009.4!    *      +                          !!        0.    .    .         !
 2010.1!       +                              !!         .    0    .         !
 2010.2!      *   +                           !!         . 0  .    .         !
 2010.3!       * +                            !!         .  0 .    .         !
 2010.4!    *    +                            !!         .0   .    .         !
 2011.1!       + *                            !!         .    .0   .         !
 2011.2!           +            *             !!         .    .    .     0   !
 2011.3!             *        +               !!      0  .    .    .         !
 2011.4!              +     *                 !!         .    .    0         !
 2012.1!            *      +                  !!       0 .    .    .         !
 2012.2!          *  +                        !!         . 0  .    .         !
 2012.3!      *     +                         !!         0    .    .         !
 2012.4!          +       *                   !!         .    .    .0        !


     29.79 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ  1490 LAANEJO C LANEJO(-1) PNEJO;SMPL 1966.1 2012.4;OLS;EST 1490 PLOT=0;EN
@EQ  1491 LAASTJO C LASTJO(-1) PSTJO;SMPL 1966.1 2012.4;OLS;EST 1491 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKJO=UKPX$/JOPMM;                                                      
 GENR LAAUKJO=LOG(AAUKJO+.00001);                                             
 GENR LAUKJO=LOG(AUKJO+.00001);                                               
 LHS AAUKJO=EXP(LAAUKJO)-.00001;                                              
  EQ 1492 LAAUKJO C LAUKJO(-1) PUKJO;                                         
EQUATION 1056  LAAUKJO  
   RHS     C  LAUKJO(-1)  PUKJO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1056 PLOT=0;END;                                                     

Equation number = 1056
**********************

Dependent variable = LAAUKJO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.743508218

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.071334051       0.097648155  -0.73052     1.000000
13577 LAUKJO  ( -1)       0.932592696       0.028268936  32.99002    -2.731130
13575 PUKJO   (  0)      -0.100743093       0.085309166  -1.18092     1.242190

SE of equation            =     0.224217227
Sum of squared residuals  =  9.30057249      -0.271249689E-11
Average absolute error    =     0.176939720
Sum of ABS residuals      =  33.2646673    
R squared                 =   0.88840
Durbin-Watson statistic   =   2.72154
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                             *+       !!         .   0.    .         !
 1966.2!                            *+        !!         .   0.    .         !
 1966.3!                           + *        !!         .    .  0 .         !
 1966.4!                            +*        !!         .    . 0  .         !
 1967.1!                            +  *      !!         .    .   0.         !
 1967.2!                              +*      !!         .    0    .         !
 1967.3!                            * +       !!         . 0  .    .         !
 1967.4!                        *  +          !!         .0   .    .         !
 1968.1!                        +       *     !!         .    .    .       0 !
 1968.2!                               + *    !!         .    .  0 .         !
 1968.3!                            *   +     !!       0 .    .    .         !
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 1969.1!                            +         *!         .    .    .         0
 1969.2!                                   * +!!         . 0  .    .         !
 1969.3!                                * +   !!         .0   .    .         !
 1969.4!                               +     *!!         .    .    .    0    !
 1970.1!                                *   + !!        0.    .    .         !
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 1988.1!               +   *                  !!         .    .    .0        !
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 1989.3!               *    +                 !!       0 .    .    .         !
 1989.4!               + *                    !!         .    .  0 .         !
 1990.1!               * +                    !!         .  0 .    .         !
 1990.2!               +  *                   !!         .    .    0         !
 1990.3!                 +     *              !!         .    .    .   0     !
 1990.4!                   *  +               !!         0    .    .         !
 1991.1!                   +                  !!         .    .0   .         !
 1991.2!            *      +                  !!    0    .    .    .         !
 1991.3!             +        *               !!         .    .    .         0
 1991.4!              *       +               !!  0      .    .    .         !
 1992.1!             *+                       !!         .   0.    .         !
 1992.2!             +     *                  !!         .    .    .    0    !
 1992.3!                *  +                  !!         .0   .    .         !
 1992.4!              * +                     !!         . 0  .    .         !
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 1993.3!             * +                      !!         .0   .    .         !
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 1994.1!              +  *                    !!         .    .    0         !
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 1994.3!         *   +                        !!        0.    .    .         !
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 1995.1!            + *                       !!         .    .  0 .         !
 1995.2!             +*                       !!         .    .0   .         !
 1995.3!         *    +                       !!       0 .    .    .         !
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 2003.4!            + *                       !!         .    . 0  .         !
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 2004.4!       *  +                           !!         0    .    .         !
 2005.1!       +   *                          !!         .    .    .0        !
 2005.2!       *   +                          !!       0 .    .    .         !
 2005.3!       +  *                           !!         .    .   0.         !
 2005.4!         *+                           !!         .  0 .    .         !
 2006.1!       * +                            !!         . 0  .    .         !
 2006.2!     *  +                             !!         . 0  .    .         !
 2006.3!      +*                              !!         .    .0   .         !
 2006.4!     * +                              !!         . 0  .    .         !
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 2007.2!     *  +                             !!         0    .    .         !
 2007.3!      +                               !!         .    .0   .         !
 2007.4!   *   +                              !!       0 .    .    .         !
 2008.1!   + *                                !!         .    . 0  .         !
 2008.2!   *  +                               !!         .0   .    .         !
 2008.3!   *+                                 !!         .   0.    .         !
 2008.4!    +*                                !!         .    . 0  .         !
 2009.1!      +                               !!         .    0    .         !
 2009.2!      *+                              !!         .   0.    .         !
 2009.3!     * +                              !!         . 0  .    .         !
 2009.4!      + *                             !!         .    .   0.         !
 2010.1!     *   +                            !!         0    .    .         !
 2010.2!  *   +                               !!        0.    .    .         !
 2010.3!   +*                                 !!         .    .0   .         !
 2010.4!  *  +                                !!         .0   .    .         !
 2011.1!   +                                  !!         .   0.    .         !
 2011.2!*   +                                 !!        0.    .    .         !
 2011.3! +   *                                !!         .    .    .0        !
 2011.4!    * +                               !!         .0   .    .         !
 2012.1! *   +                                !!         0    .    .         !
 2012.2!* +                                   !!         .0   .    .         !
 2012.3! +                                    !!         .   0.    .         !
 2012.4*  +                                   !!         0    .    .         !


     27.13 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFIJO=FIPX$/JOPMM;                                                      
 GENR LAAFIJO=LOG(AAFIJO+.00001);                                             
 GENR LAFIJO=LOG(AFIJO+.00001);                                               
 LHS AAFIJO=EXP(LAAFIJO)-.00001;                                              
  EQ 1493 LAAFIJO C LAFIJO(-1) PFIJO;                                         
EQUATION 1057  LAAFIJO  
   RHS     C  LAFIJO(-1)  PFIJO  
 SMPL 1979.2 2012.4;                                                          
Sample period is now  1979.2 to  2012.4 Internally:   110 to   244
 OLS;EST 1057 PLOT=0;END;                                                     

Equation number = 1057
**********************

Dependent variable = LAAFIJO 

 1979.2 -   2012.4,    0 missing obs.,  135 obs. used.

Mean of dependent variable       -5.544229355

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.211911933       0.385987043  -3.13977     1.000000
13580 LAFIJO  ( -1)       0.723020066       0.060218842  12.00654    -5.553104
13578 PFIJO   (  0)      -0.254042927       0.209225925  -1.21420     1.249048

SE of equation            =     0.572025613
Sum of squared residuals  =  43.1921558      -0.170929937E-11
Average absolute error    =     0.444080884
Sum of ABS residuals      =  59.9509194    
R squared                 =   0.54328
Durbin-Watson statistic   =   2.50590
SMPL and No. Obs.         = 1979.2   2012.4    135

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.2!             +     *                  !!         .    .   0.         !
 1979.3!                  +            *      !!         .    .    .    0    !
 1979.4!         *                 +          !0         .    .    .         !
 1980.1!         * +                          !!         .  0 .    .         !
 1980.2!           +   *                      !!         .    .  0 .         !
 1980.3!       *       +                      !!       0 .    .    .         !
 1980.4!          +*                          !!         .    .0   .         !
 1981.1!          * +                         !!         .  0 .    .         !
 1981.2!            +            *            !!         .    .    .     0   !
 1981.3!           *           +              !!    0    .    .    .         !
 1981.4!    *       +                         !!       0 .    .    .         !
 1982.1!      * +                             !!         .   0.    .         !
 1982.2!    *    +                            !!         .0   .    .         !
 1982.3! *     +                              !!         0    .    .         !
 1982.4*      +                               !!         0    .    .         !
 1983.1!   *+                                 !!         .   0.    .         !
 1983.2!      *+                              !!         .   0.    .         !
 1983.3!      *  +                            !!         . 0  .    .         !
 1983.4!        * +                           !!         .  0 .    .         !
 1984.1!      *    +                          !!         .0   .    .         !
 1984.2!       * +                            !!         .  0 .    .         !
 1984.3!          +    *                      !!         .    .   0.         !
 1984.4!             *  +                     !!         . 0  .    .         !
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 1985.2!       *         +                    !!      0  .    .    .         !
 1985.3!    *     +                           !!         0    .    .         !
 1985.4!      *+                              !!         .   0.    .         !
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 1986.2!      *       +                       !!        0.    .    .         !
 1986.3!         +    *                       !!         .    .   0.         !
 1986.4!         *     +                      !!         0    .    .         !
 1987.1!         * +                          !!         .   0.    .         !
 1987.2!           +                          !!         .    0    .         !
 1987.3!            +   *                     !!         .    .   0.         !
 1987.4!       *        +                     !!       0 .    .    .         !
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 1995.1!          *      +                    !!        0.    .    .         !
 1995.2!        * +                           !!         .  0 .    .         !
 1995.3!        + *                           !!         .    . 0  .         !
 1995.4!          + *                         !!         .    . 0  .         !
 1996.1!   *       +                          !!       0 .    .    .         !
 1996.2!*     +                               !!         0    .    .         !
 1996.3!   +     *                            !!         .    .    .0        !
 1996.4!    *     +                           !!         0    .    .         !
 1997.1!  *   +                               !!         . 0  .    .         !
 1997.2!     +  *                             !!         .    . 0  .         !
 1997.3!         +                            !!         .    0    .         !
 1997.4!    *     +                           !!         0    .    .         !
 1998.1!      +                               !!         .    0    .         !
 1998.2!        +  *                          !!         .    .  0 .         !
 1998.3!         * +                          !!         .   0.    .         !
 1998.4!         +*                           !!         .    0    .         !
 1999.1!      *   +                           !!         . 0  .    .         !
 1999.2!       +   *                          !!         .    .  0 .         !
 1999.3!            +*                        !!         .    .0   .         !
 1999.4!             +    *                   !!         .    .   0.         !
 2000.1!              *  +                    !!         . 0  .    .         !
 2000.2!              +     *                 !!         .    .    0         !
 2000.3!             *     +                  !!         0    .    .         !
 2000.4!             +  *                     !!         .    . 0  .         !
 2001.1!                +       *             !!         .    .    . 0       !
 2001.2!                      +               !!         .    0    .         !
 2001.3!                    +*                !!         .    .0   .         !
 2001.4!             *      +                 !!         0    .    .         !
 2002.1!              +      *                !!         .    .    .0        !
 2002.2!                    +*                !!         .    .0   .         !
 2002.3!                *   +                 !!         . 0  .    .         !
 2002.4!                +    *                !!         .    .   0.         !
 2003.1!                   +                  !!         .    0    .         !
 2003.2!               *  +                   !!         .  0 .    .         !
 2003.3!               +   *                  !!         .    .   0.         !
 2003.4!                  +                   !!         .    0    .         !
 2004.1!                 +    *               !!         .    .    0         !
 2004.2!                    +                 !!         .    0    .         !
 2004.3!                   +       *          !!         .    .    .0        !
 2004.4!                        +   *         !!         .    .   0.         !
 2005.1!                        +       *     !!         .    .    .0        !
 2005.2!                           +   *      !!         .    .  0 .         !
 2005.3!                          +       *   !!         .    .    . 0       !
 2005.4!                             +    *   !!         .    .   0.         !
 2006.1!                             +      * !!         .    .    .0        !
 2006.2!                               +  *   !!         .    .  0 .         !
 2006.3!                             +      * !!         .    .    .0        !
 2006.4!                               +     *!!         .    .    0         !
 2007.1!                               +      *!         .    .    .0        !
 2007.2!                                +     *!         .    .    0         !
 2007.3!                                +     *!         .    .    0         !
 2007.4!                                +   * !!         .    .   0.         !
 2008.1!                               + *    !!         .    . 0  .         !
 2008.2!                            + *       !!         .    .0   .         !
 2008.3!                          +           !!         .    0    .         !
 2008.4!                *       +             !!        0.    .    .         !
 2009.1!                +       *             !!         .    .    .0        !
 2009.2!               *      +               !!         0    .    .         !
 2009.3!            *   +                     !!         .0   .    .         !
 2009.4!             +          *             !!         .    .    .   0     !
 2010.1!    *                 +               !0         .    .    .         !
 2010.2!        +    *                        !!         .    .   0.         !
 2010.3!              +         *             !!         .    .    .  0      !
 2010.4!         *            +               !!   0     .    .    .         !
 2011.1!           +                *         !!         .    .    .        0!
 2011.2!       *                 +            !0         .    .    .         !
 2011.3!        * +                           !!         .  0 .    .         !
 2011.4!          +  *                        !!         .    . 0  .         !
 2012.1!          *   +                       !!         .0   .    .         !
 2012.2!          * +                         !!         .   0.    .         !
 2012.3!            *+                        !!         .   0.    .         !
 2012.4!              +          *            !!         .    .    .    0    !


     29.63 percent of the residuals exceed 1 SE
      4.44 percent of the residuals exceed 2 SE
@EQ  1494 LAAASJO C LAASJO(-1) PASJO;SMPL 1976.3 2012.4;OLS;EST 1494 PLOT=0;EN
@@EQ 1495 LAASOJO C LASOJO(-1) PSOJO;SMPL 1991.3 2012.4;OLS;EST 1495 PLOT=0;EN
@@EQ 1496 LAAKOJO C LAKOJO(-1) PKOJO;SMPL 1994.3 2012.4;OLS;EST 1496 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEJO=BEPX$Q/JOPMM;                                                     
 GENR LAABEJO=LOG(AABEJO+.00001);                                             
 GENR LABEJO=LOG(ABEJO+.00001);                                               
 LHS AABEJO=EXP(LAABEJO)-.00001;                                              
  EQ 1497 LAABEJO C LABEJO(-1) PBEJO;                                         
EQUATION 1058  LAABEJO  
   RHS     C  LABEJO(-1)  PBEJO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1058 PLOT=0;END;                                                     

Equation number = 1058
**********************

Dependent variable = LAABEJO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.913610414

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.079218107       0.208192920  -5.18374     1.000000
13583 LABEJO  ( -1)       0.576428412       0.060760290   9.48693    -3.910206
13581 PBEJO   (  0)      -0.479608988       0.131741281  -3.64054     1.210233

SE of equation            =     0.282450123
Sum of squared residuals  =  14.7589434      -0.124646959E-10
Average absolute error    =     0.212676748
Sum of ABS residuals      =  39.9832286    
R squared                 =   0.50484
Durbin-Watson statistic   =   2.21249
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!               +  *                   !!          .   .  0.          !
 1966.2!         *      +                     !!       0  .   .   .          !
 1966.3!          * +                         !!          . 0 .   .          !
 1966.4!           *+                         !!          .  0.   .          !
 1967.1!            +                         !!          .  0.   .          !
 1967.2!              + *                     !!          .   . 0 .          !
 1967.3!        *      +                      !!      0   .   .   .          !
 1967.4!          +*                          !!          .   .0  .          !
 1968.1!            +                         !!          .   0   .          !
 1968.2!            +  *                      !!          .   .  0.          !
 1968.3!               +*                     !!          .   .0  .          !
 1968.4!                + *                   !!          .   . 0 .          !
 1969.1!            *     +                   !!        0 .   .   .          !
 1969.2!              +     *                 !!          .   .   . 0        !
 1969.3!            *      +                  !!        0 .   .   .          !
 1969.4!               +*                     !!          .   0   .          !
 1970.1!               *+                     !!          .  0.   .          !
 1970.2!            *   +                     !!         0.   .   .          !
 1970.3!              +   *                   !!          .   .   0          !
 1970.4!                *+                    !!          .   0   .          !
 1971.1!         *     +                      !!        0 .   .   .          !
 1971.2!           * +                        !!          . 0 .   .          !
 1971.3!          *   +                       !!          0   .   .          !
 1971.4!         *  +                         !!          0   .   .          !
 1972.1!            + *                       !!          .   .  0.          !
 1972.2!          *     +                     !!        0 .   .   .          !
 1972.3!             +*                       !!          .   .0  .          !
 1972.4!                + *                   !!          .   . 0 .          !
 1973.1!                * +                   !!          . 0 .   .          !
 1973.2!                 +  *                 !!          .   .   0          !
 1973.3!                  + *                 !!          .   . 0 .          !
 1973.4!                  +           *       !!          .   .   .       0  !
 1974.1!                      + *             !!          .   . 0 .          !
 1974.2!                     +*               !!          .   0   .          !
 1974.3!                   +       *          !!          .   .   .   0      !
 1974.4!                      +               !!          .   0   .          !
 1975.1!                *   +                 !!          0   .   .          !
 1975.2!                +  *                  !!          .   .  0.          !
 1975.3!                  +*                  !!          .   .0  .          !
 1975.4!   *              +                   !0          .   .   .          !
 1976.1!         +      *                     !!          .   .   .  0       !
 1976.2!                 +                    !!          .   0   .          !
 1976.3!                 +                    !!          .   0   .          !
 1976.4!            *   +                     !!          0   .   .          !
 1977.1!              +                       !!          .   0   .          !
 1977.2!            *  +                      !!          . 0 .   .          !
 1977.3!              +   *                   !!          .   .   0          !
 1977.4!      *         +                     !!    0     .   .   .          !
 1978.1!          +      *                    !!          .   .   .   0      !
 1978.2!                + *                   !!          .   . 0 .          !
 1978.3!       *        +                     !!     0    .   .   .          !
 1978.4!         +         *                  !!          .   .   .     0    !
 1979.1!                 +           *        !!          .   .   .       0  !
 1979.2!                 *      +             !!        0 .   .   .          !
 1979.3!                +                     !!          .   0   .          !
 1979.4!                +            *        !!          .   .   .        0 !
 1980.1!                  *     +             !!        0 .   .   .          !
 1980.2!                 +  *                 !!          .   .  0.          !
 1980.3!              *   +                   !!          0   .   .          !
 1980.4!               +*                     !!          .   .0  .          !
 1981.1!                *+                    !!          .  0.   .          !
 1981.2!                  +        *          !!          .   .   .     0    !
 1981.3!                 *     +              !!        0 .   .   .          !
 1981.4!                  +   *               !!          .   .   0          !
 1982.1!                    *+                !!          .  0.   .          !
 1982.2!             *      +                 !!       0  .   .   .          !
 1982.3!               *+                     !!          .  0.   .          !
 1982.4!            *    +                    !!         0.   .   .          !
 1983.1!                +        *            !!          .   .   .    0     !
 1983.2!                       +              !!          .   .0  .          !
 1983.3!                      +               !!          .   0   .          !
 1983.4!                      + *             !!          .   . 0 .          !
 1984.1!                       +         *    !!          .   .   .    0     !
 1984.2!                            +         *!          .   .   .     0    !
 1984.3!                              *+      !!          .   0   .          !
 1984.4!                          *+          !!          .  0.   .          !
 1985.1!                        +     *       !!          .   .   . 0        !
 1985.2!                      *   +           !!          0   .   .          !
 1985.3!                  *  +                !!          .0  .   .          !
 1985.4!                *  +                  !!          .0  .   .          !
 1986.1!              * +                     !!          . 0 .   .          !
 1986.2!               +    *                 !!          .   .   . 0        !
 1986.3!                   +  *               !!          .   .  0.          !
 1986.4!                  *+                  !!          . 0 .   .          !
 1987.1!         *       +                    !!      0   .   .   .          !
 1987.2!           *+                         !!          .  0.   .          !
 1987.3!           * +                        !!          . 0 .   .          !
 1987.4!         *   +                        !!          0   .   .          !
 1988.1!          * +                         !!          .0  .   .          !
 1988.2!           +                          !!          .   0   .          !
 1988.3!      *      +                        !!       0  .   .   .          !
 1988.4*         +                            !!    0     .   .   .          !
 1989.1!     +     *                          !!          .   .   . 0        !
 1989.2!           * +                        !!          .  0.   .          !
 1989.3!        *   +                         !!          0   .   .          !
 1989.4!      *   +                           !!          0   .   .          !
 1990.1!        +    *                        !!          .   .   .0         !
 1990.2!           *+                         !!          .  0.   .          !
 1990.3!         +*                           !!          .   .0  .          !
 1990.4!          +                           !!          .  0.   .          !
 1991.1!           +  *                       !!          .   .   0          !
 1991.2!              +    *                  !!          .   .   .0         !
 1991.3!               * +                    !!          . 0 .   .          !
 1991.4!               +      *               !!          .   .   .  0       !
 1992.1!              *   +                   !!          0   .   .          !
 1992.2!              + *                     !!          .   . 0 .          !
 1992.3!              +  *                    !!          .   .  0.          !
 1992.4!               + *                    !!          .   . 0 .          !
 1993.1!              +      *                !!          .   .   .  0       !
 1993.2!                * +                   !!          . 0 .   .          !
 1993.3!              +  *                    !!          .   .  0.          !
 1993.4!            * +                       !!          .0  .   .          !
 1994.1!          +       *                   !!          .   .   .   0      !
 1994.2!              +*                      !!          .   .0  .          !
 1994.3!            *+                        !!          .  0.   .          !
 1994.4!          *+                          !!          .  0.   .          !
 1995.1!         + *                          !!          .   . 0 .          !
 1995.2!          +   *                       !!          .   .   0          !
 1995.3!         *  +                         !!          .0  .   .          !
 1995.4!     *  +                             !!          .0  .   .          !
 1996.1!       +    *                         !!          .   .   .0         !
 1996.2!            +*                        !!          .   .0  .          !
 1996.3!         *  +                         !!          .0  .   .          !
 1996.4!          +     *                     !!          .   .   . 0        !
 1997.1!               +                      !!          .   0   .          !
 1997.2!              +                       !!          .   0   .          !
 1997.3!             +*                       !!          .   .0  .          !
 1997.4!             +*                       !!          .   .0  .          !
 1998.1!             +     *                  !!          .   .   . 0        !
 1998.2!               +  *                   !!          .   .  0.          !
 1998.3!              *+                      !!          .  0.   .          !
 1998.4!           +                          !!          .   0   .          !
 1999.1!          +    *                      !!          .   .   .0         !
 1999.2!             + *                      !!          .   . 0 .          !
 1999.3!              + *                     !!          .   . 0 .          !
 1999.4!               +     *                !!          .   .   . 0        !
 2000.1!                   +*                 !!          .   .0  .          !
 2000.2!                 +  *                 !!          .   . 0 .          !
 2000.3!                  +*                  !!          .   .0  .          !
 2000.4!                  +    *              !!          .   .   . 0        !
 2001.1!                   *+                 !!          .  0.   .          !
 2001.2!                  +   *               !!          .   .   0          !
 2001.3!                  *+                  !!          .  0.   .          !
 2001.4!              * +                     !!          . 0 .   .          !
 2002.1!              +    *                  !!          .   .   .0         !
 2002.2!                 +                    !!          .   0   .          !
 2002.3!                +                     !!          .   0   .          !
 2002.4!               + *                    !!          .   . 0 .          !
 2003.1!                +    *                !!          .   .   .0         !
 2003.2!               *  +                   !!          .0  .   .          !
 2003.3!               +                      !!          .   0   .          !
 2003.4!       *      +                       !!       0  .   .   .          !
 2004.1!         *+                           !!          .  0.   .          !
 2004.2!       *  +                           !!          0   .   .          !
 2004.3!       *  +                           !!          . 0 .   .          !
 2004.4!          +                           !!          .   0   .          !
 2005.1!          +*                          !!          .   .0  .          !
 2005.2!          + *                         !!          .   . 0 .          !
 2005.3!        *   +                         !!          0   .   .          !
 2005.4!          +                           !!          .   .0  .          !
 2006.1!           +                          !!          .   0   .          !
 2006.2!          *+                          !!          .  0.   .          !
 2006.3!          *+                          !!          .  0.   .          !
 2006.4!       *   +                          !!          .0  .   .          !
 2007.1!      * +                             !!          . 0 .   .          !
 2007.2!       *+                             !!          . 0 .   .          !
 2007.3!    *   +                             !!         0.   .   .          !
 2007.4!      *+                              !!          .   0   .          !
 2008.1!      * +                             !!          . 0 .   .          !
 2008.2!        +                             !!          .   0   .          !
 2008.3!          + *                         !!          .   . 0 .          !
 2008.4!           *+                         !!          .  0.   .          !
 2009.1!            + *                       !!          .   . 0 .          !
 2009.2!     *       +                        !!      0   .   .   .          !
 2009.3!     *  +                             !!          . 0 .   .          !
 2009.4!        +                             !!          .   0   .          !
 2010.1!       *  +                           !!          .0  .   .          !
 2010.2!          +*                          !!          .   . 0 .          !
 2010.3!     *      +                         !!       0  .   .   .          !
 2010.4!  *     +                             !!         0.   .   .          !
 2011.1!      +*                              !!          .   .0  .          !
 2011.2!    *    +                            !!         0.   .   .          !
 2011.3!       +   *                          !!          .   .   0          !
 2011.4!         *  +                         !!          .0  .   .          !
 2012.1!       *  +                           !!          .0  .   .          !
 2012.2!      *  +                            !!          .0  .   .          !
 2012.3!    *    +                            !!         0.   .   .          !
 2012.4!    *   +                             !!          0   .   .          !


     28.19 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDEJO=DEPX$Q/JOPMM;                                                     
 GENR LAADEJO=LOG(AADEJO+.00001);                                             
 GENR LADEJO=LOG(ADEJO+.00001);                                               
 LHS AADEJO=EXP(LAADEJO)-.00001;                                              
  EQ 1498 LAADEJO C LADEJO(-1) PDEJO;                                         
EQUATION 1059  LAADEJO  
   RHS     C  LADEJO(-1)  PDEJO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1059 PLOT=0;END;                                                     

Equation number = 1059
**********************

Dependent variable = LAADEJO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.139733401

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.157013692       0.345374313  -6.24544     1.000000
13586 LADEJO  ( -1)       0.556583972       0.061146258   9.10250    -5.138945
13584 PDEJO   (  0)      -0.097375910       0.134194870  -0.72563     1.257654

SE of equation            =     0.304038078
Sum of squared residuals  =  17.1012433       0.205329087E-10
Average absolute error    =     0.241063666
Sum of ABS residuals      =  45.3199692    
R squared                 =   0.31474
Durbin-Watson statistic   =   2.27524
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                *+                    !!        .    0.     .        !
 1966.2!                 +  *                 !!        .     .  0  .        !
 1966.3!             *      +                 !!        0     .     .        !
 1966.4!                +            *        !!        .     .     .    0   !
 1967.1!                 *      +             !!        0     .     .        !
 1967.2!                  +           *       !!        .     .     .   0    !
 1967.3!          *              +            !! 0      .     .     .        !
 1967.4!              +     *                 !!        .     .     0        !
 1968.1!                    +    *            !!        .     .    0.        !
 1968.2!                      +        *      !!        .     .     . 0      !
 1968.3!                     *    +           !!        . 0   .     .        !
 1968.4!           *        +                 !!      0 .     .     .        !
 1969.1!               +            *         !!        .     .     .    0   !
 1969.2!                  *     +             !!        .0    .     .        !
 1969.3!                   + *                !!        .     . 0   .        !
 1969.4!                     +  *             !!        .     .  0  .        !
 1970.1!                      +  *            !!        .     . 0   .        !
 1970.2!                       + *            !!        .     . 0   .        !
 1970.3!                       +          *   !!        .     .     .   0    !
 1970.4!                           +       *  !!        .     .     .0       !
 1971.1!                            +       * !!        .     .     .0       !
 1971.2!                             +  *     !!        .     . 0   .        !
 1971.3!                          +         * !!        .     .     . 0      !
 1971.4!                            +      *  !!        .     .     0        !
 1972.1!                            +    *    !!        .     .    0.        !
 1972.2!                       *    +         !!        . 0   .     .        !
 1972.3!                      +       *       !!        .     .     .0       !
 1972.4!                          +           *!        .     .     .    0   !
 1973.1!                           *  +       !!        .   0 .     .        !
 1973.2!                    *   +             !!        .  0  .     .        !
 1973.3!                   *+                 !!        .     0     .        !
 1973.4!                   +*                 !!        .     .0    .        !
 1974.1!                   +    *             !!        .     .   0 .        !
 1974.2!                      +        *      !!        .     .     .0       !
 1974.3!                *         +           !!      0 .     .     .        !
 1974.4!                  +        *          !!        .     .     . 0      !
 1975.1!                       +    *         !!        .     .   0 .        !
 1975.2!                  *     +             !!        .0    .     .        !
 1975.3!                   +      *           !!        .     .     0        !
 1975.4!                  *    +              !!        .0    .     .        !
 1976.1!                   +   *              !!        .     .   0 .        !
 1976.2!                   *  +               !!        .   0 .     .        !
 1976.3!               *   +                  !!        .  0  .     .        !
 1976.4!                 +    *               !!        .     .   0 .        !
 1977.1!            *        +                !!       0.     .     .        !
 1977.2!                +*                    !!        .     .0    .        !
 1977.3!              *   +                   !!        .  0  .     .        !
 1977.4!                +        *            !!        .     .     . 0      !
 1978.1!                  *   +               !!        . 0   .     .        !
 1978.2!                   +           *      !!        .     .     .   0    !
 1978.3!                     *   +            !!        . 0   .     .        !
 1978.4!                   *+                 !!        .    0.     .        !
 1979.1!                   +          *       !!        .     .     .   0    !
 1979.2!                         +   *        !!        .     .  0  .        !
 1979.3!               *         +            !!      0 .     .     .        !
 1979.4!                 +    *               !!        .     .   0 .        !
 1980.1!              *      +                !!        0     .     .        !
 1980.2!                 +    *               !!        .     .    0.        !
 1980.3!                     +   *            !!        .     .   0 .        !
 1980.4!                   *   +              !!        .  0  .     .        !
 1981.1!                   *+                 !!        .     0     .        !
 1981.2!               *    +                 !!        . 0   .     .        !
 1981.3!                 +*                   !!        .     0     .        !
 1981.4!                 * +                  !!        .   0 .     .        !
 1982.1!             *    +                   !!        .0    .     .        !
 1982.2!                +*                    !!        .     0     .        !
 1982.3!                  +   *               !!        .     .  0  .        !
 1982.4!                 *   +                !!        .  0  .     .        !
 1983.1!              *    +                  !!        . 0   .     .        !
 1983.2!                 +*                   !!        .     0     .        !
 1983.3!                 * +                  !!        .   0 .     .        !
 1983.4!                   +                  !!        .     .0    .        !
 1984.1!                    +       *         !!        .     .     .0       !
 1984.2!                       * +            !!        .    0.     .        !
 1984.3!                   *  +               !!        .  0  .     .        !
 1984.4!                    +   *             !!        .     .  0  .        !
 1985.1!                       +   *          !!        .     .   0 .        !
 1985.2!                      * +             !!        .   0 .     .        !
 1985.3!            *        +                !!      0 .     .     .        !
 1985.4!                +        *            !!        .     .     .  0     !
 1986.1!                       +      *       !!        .     .     0        !
 1986.2!                    *    +            !!        .0    .     .        !
 1986.3!                  * +                 !!        .    0.     .        !
 1986.4!                   +                  !!        .     .0    .        !
 1987.1!              *    +                  !!        .0    .     .        !
 1987.2!                +                     !!        .     0     .        !
 1987.3!                  +                   !!        .     0     .        !
 1987.4!          *       +                   !!       0.     .     .        !
 1988.1!          *   +                       !!        .  0  .     .        !
 1988.2!              +    *                  !!        .     .   0 .        !
 1988.3!                   +                  !!        .     0     .        !
 1988.4!                   +    *             !!        .     .    0.        !
 1989.1!        *             +               !!  0     .     .     .        !
 1989.2!             +    *                   !!        .     .   0 .        !
 1989.3!           *      +                   !!       0.     .     .        !
 1989.4!          *   +                       !!        .  0  .     .        !
 1990.1!              +                *      !!        .     .     .        0
 1990.2!          *              +            !! 0      .     .     .        !
 1990.3!             +  *                     !!        .     .  0  .        !
 1990.4!           *     +                    !!        .0    .     .        !
 1991.1!               +             *        !!        .     .     .     0  !
 1991.2!                        +    *        !!        .     .   0 .        !
 1991.3!                    *    +            !!        .0    .     .        !
 1991.4!                  *+                  !!        .    0.     .        !
 1992.1!                  + *                 !!        .     .0    .        !
 1992.2!                   +    *             !!        .     .   0 .        !
 1992.3!                 *    +               !!        . 0   .     .        !
 1992.4!                  +                   !!        .     0     .        !
 1993.1!             *    +                   !!        . 0   .     .        !
 1993.2!                +*                    !!        .     .0    .        !
 1993.3!                  +*                  !!        .     .0    .        !
 1993.4!                   +        *         !!        .     .     . 0      !
 1994.1!                       +              !!        .     0     .        !
 1994.2!                     +  *             !!        .     .  0  .        !
 1994.3!                      +       *       !!        .     .     .0       !
 1994.4!                         +      *     !!        .     .     .0       !
 1995.1!                    *     +           !!        .0    .     .        !
 1995.2!                   +                  !!        .     0     .        !
 1995.3!                 *+                   !!        .    0.     .        !
 1995.4!                  +   *               !!        .     .   0 .        !
 1996.1!             *       +                !!       0.     .     .        !
 1996.2!            *  +                      !!        .  0  .     .        !
 1996.3!             * +                      !!        .   0 .     .        !
 1996.4!               +    *                 !!        .     .   0 .        !
 1997.1!                   +                  !!        .     0     .        !
 1997.2!                   +                  !!        .     0     .        !
 1997.3!                 * +                  !!        .   0 .     .        !
 1997.4!                 + *                  !!        .     . 0   .        !
 1998.1!                   +*                 !!        .     .0    .        !
 1998.2!                   +                  !!        .    0.     .        !
 1998.3!                 *+                   !!        .    0.     .        !
 1998.4!                 +  *                 !!        .     .  0  .        !
 1999.1!                   +    *             !!        .     .   0 .        !
 1999.2!                     +                !!        .     0     .        !
 1999.3!                    +                 !!        .     0     .        !
 1999.4!                    +     *           !!        .     .    0.        !
 2000.1!                      *+              !!        .    0.     .        !
 2000.2!                     +*               !!        .     .0    .        !
 2000.3!                     +          *     !!        .     .     .   0    !
 2000.4!                          +  *        !!        .     . 0   .        !
 2001.1!                         +*           !!        .     .0    .        !
 2001.2!                       +              !!        .     0     .        !
 2001.3!                     +*               !!        .     0     .        !
 2001.4!                     +      *         !!        .     .     .0       !
 2002.1!                      * +             !!        .   0 .     .        !
 2002.2!                     +  *             !!        .     .  0  .        !
 2002.3!           *          +               !!     0  .     .     .        !
 2002.4!               +  *                   !!        .     .  0  .        !
 2003.1!                  +    *              !!        .     .   0 .        !
 2003.2!                     +               *!!        .     .     .       0!
 2003.3!                 *           +        !!    0   .     .     .        !
 2003.4!                  +     *             !!        .     .    0.        !
 2004.1!                    *+                !!        .    0.     .        !
 2004.2!          *        +                  !!      0 .     .     .        !
 2004.3!     *        +                       !!       0.     .     .        !
 2004.4!           +      *                   !!        .     .    0.        !
 2005.1!            *     +                   !!        .0    .     .        !
 2005.2!         *     +                      !!        .0    .     .        !
 2005.3!          *  +                        !!        .  0  .     .        !
 2005.4!           *  +                       !!        .  0  .     .        !
 2006.1!   *          +                       !!    0   .     .     .        !
 2006.2!  *       +                           !!       0.     .     .        !
 2006.3!      *  +                            !!        .  0  .     .        !
 2006.4!            +                         !!        .     0     .        !
 2007.1!               +                      !!        .     0     .        !
 2007.2!            *    +                    !!        . 0   .     .        !
 2007.3!        *      +                      !!        0     .     .        !
 2007.4!   *         +                        !!      0 .     .     .        !
 2008.1!          + *                         !!        .     . 0   .        !
 2008.2!           *   +                      !!        .  0  .     .        !
 2008.3!     *         +                      !!     0  .     .     .        !
 2008.4!      *    +                          !!        .0    .     .        !
 2009.1!     *      +                         !!        0     .     .        !
 2009.2*           +                          !!   0    .     .     .        !
 2009.3!    *   +                             !!        . 0   .     .        !
 2009.4!           +                          !!        .     0     .        !
 2010.1!         *    +                       !!        .0    .     .        !
 2010.2!          *  +                        !!        .  0  .     .        !
 2010.3!          *   +                       !!        . 0   .     .        !
 2010.4!              +            *          !!        .     .     .     0  !
 2011.1!                       *+             !!        .    0.     .        !
 2011.2!          *           +               !!    0   .     .     .        !
 2011.3!            * +                       !!        .   0 .     .        !
 2011.4!              * +                     !!        .   0 .     .        !
 2012.1!             *  +                     !!        .  0  .     .        !
 2012.2!        *       +                     !!       0.     .     .        !
 2012.3!            *+                        !!        .    0.     .        !
 2012.4!            *   +                     !!        .  0  .     .        !


     29.26 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@@EQ 1499 LAANOJO C LANOJO(-1) PNOJO;SMPL 2001.1 2012.4;OLS;EST 1499 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWJO=SWPX$Q/JOPMM;                                                     
 GENR LAASWJO=LOG(AASWJO+.00001);                                             
 GENR LASWJO=LOG(ASWJO+.00001);                                               
 LHS AASWJO=EXP(LAASWJO)-.00001;                                              
  EQ 1500 LAASWJO C LASWJO(-1) PSWJO;                                         
EQUATION 1060  LAASWJO  
   RHS     C  LASWJO(-1)  PSWJO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1060 PLOT=0;END;                                                     

Equation number = 1060
**********************

Dependent variable = LAASWJO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.880408572

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.293135424       0.332170266  -6.90349     1.000000
13589 LASWJO  ( -1)       0.516058009       0.062815228   8.21549    -4.878935
13587 PSWJO   (  0)      -0.049310146       0.107281702  -0.45963     1.408629

SE of equation            =     0.290052094
Sum of squared residuals  =  15.5640902      -0.253965737E-10
Average absolute error    =     0.224403135
Sum of ABS residuals      =  42.1877895    
R squared                 =   0.27063
Durbin-Watson statistic   =   2.27629
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!              *     +                 !!         0    .    .         !
 1966.2!               +                      !!         .    0    .         !
 1966.3!                +       *             !!         .    .    . 0       !
 1966.4!                    + *               !!         .    . 0  .         !
 1967.1!                   +                  !!         .    0    .         !
 1967.2!                  +     *             !!         .    .    0         !
 1967.3!                *   +                 !!         . 0  .    .         !
 1967.4!                + *                   !!         .    . 0  .         !
 1968.1!                 +   *                !!         .    .   0.         !
 1968.2!                   +      *           !!         .    .    .0        !
 1968.3!                     +            *   !!         .    .    .    0    !
 1968.4!                      *  +            !!         .  0 .    .         !
 1969.1!                   +            *     !!         .    .    .    0    !
 1969.2!                        +    *        !!         .    .   0.         !
 1969.3!    *                  +              !0         .    .    .         !
 1969.4!          +               *           !!         .    .    .       0 !
 1970.1!               *     +                !!         0    .    .         !
 1970.2!             *  +                     !!         .  0 .    .         !
 1970.3!           *   +                      !!         . 0  .    .         !
 1970.4!             +    *                   !!         .    .   0.         !
 1971.1!               * +                    !!         .   0.    .         !
 1971.2!                +          *          !!         .    .    .   0     !
 1971.3!                      +      *        !!         .    .    .0        !
 1971.4!                       +      *       !!         .    .    0         !
 1972.1!                       + *            !!         .    .0   .         !
 1972.2!                     +   *            !!         .    .  0 .         !
 1972.3!                     +*               !!         .    .0   .         !
 1972.4!                    +    *            !!         .    .   0.         !
 1973.1!                     +              * !!         .    .    .      0  !
 1973.2!                        * +           !!         .  0 .    .         !
 1973.3!              *     +                 !!         .0   .    .         !
 1973.4!           *   +                      !!         .0   .    .         !
 1974.1!             +              *         !!         .    .    .      0  !
 1974.2!            *         +               !!      0  .    .    .         !
 1974.3!           *  +                       !!         .  0 .    .         !
 1974.4!             +     *                  !!         .    .    0         !
 1975.1!                  +  *                !!         .    . 0  .         !
 1975.2!                  +       *           !!         .    .    .0        !
 1975.3!                     +         *      !!         .    .    .  0      !
 1975.4!                        +             *!         .    .    .     0   !
 1976.1!             *              +         !!  0      .    .    .         !
 1976.2!               +           *          !!         .    .    .    0    !
 1976.3!                      +  *            !!         .    . 0  .         !
 1976.4!                     +   *            !!         .    .  0 .         !
 1977.1!                 *  +                 !!         . 0  .    .         !
 1977.2!                +    *                !!         .    .  0 .         !
 1977.3!                  +            *      !!         .    .    .    0    !
 1977.4!                 *      +             !!         0    .    .         !
 1978.1!                 + *                  !!         .    . 0  .         !
 1978.2!                  +                   !!         .    0    .         !
 1978.3!                 +  *                 !!         .    .  0 .         !
 1978.4!                  +*                  !!         .    0    .         !
 1979.1!                  +   *               !!         .    .   0.         !
 1979.2!                    +                 !!         .    0    .         !
 1979.3!                  +          *        !!         .    .    .   0     !
 1979.4!               *       +              !!        0.    .    .         !
 1980.1!                +      *              !!         .    .    .0        !
 1980.2!                *   +                 !!         . 0  .    .         !
 1980.3!                +   *                 !!         .    .  0 .         !
 1980.4!                  +*                  !!         .    .0   .         !
 1981.1!              *   +                   !!         . 0  .    .         !
 1981.2!               +   *                  !!         .    .  0 .         !
 1981.3!          *       +                   !!        0.    .    .         !
 1981.4!         *   +                        !!         .0   .    .         !
 1982.1!             +  *                     !!         .    .  0 .         !
 1982.2!                +   *                 !!         .    .  0 .         !
 1982.3!        *          +                  !!      0  .    .    .         !
 1982.4!         *   +                        !!         . 0  .    .         !
 1983.1!           * +                        !!         .  0 .    .         !
 1983.2!            * +                       !!         .   0.    .         !
 1983.3!              *+                      !!         .   0.    .         !
 1983.4!               +                      !!         .    0    .         !
 1984.1!                +       *             !!         .    .    .0        !
 1984.2!           *        +                 !!      0  .    .    .         !
 1984.3!              + *                     !!         .    . 0  .         !
 1984.4!                 +   *                !!         .    .  0 .         !
 1985.1!                  *+                  !!         .   0.    .         !
 1985.2!              *   +                   !!         . 0  .    .         !
 1985.3!           *   +                      !!         . 0  .    .         !
 1985.4!              +  *                    !!         .    . 0  .         !
 1986.1!                 +                    !!         .    0    .         !
 1986.2!               *+                     !!         .   0.    .         !
 1986.3!           *    +                     !!         .0   .    .         !
 1986.4!              +                       !!         .    0    .         !
 1987.1!             * +                      !!         .  0 .    .         !
 1987.2!               +      *               !!         .    .    .0        !
 1987.3!                   +                  !!         .    0    .         !
 1987.4!         *        +                   !!       0 .    .    .         !
 1988.1!       *     +                        !!         0    .    .         !
 1988.2!        *  +                          !!         . 0  .    .         !
 1988.3!            +                         !!         .    0    .         !
 1988.4!              +                       !!         .    0    .         !
 1989.1!               +  *                   !!         .    .  0 .         !
 1989.2!           *     +                    !!         0    .    .         !
 1989.3!             + *                      !!         .    .0   .         !
 1989.4!       *       +                      !!       0 .    .    .         !
 1990.1!           +                          !!         .    0    .         !
 1990.2!             +                        !!         .    0    .         !
 1990.3!     *        +                       !!       0 .    .    .         !
 1990.4!          +    *                      !!         .    .   0.         !
 1991.1!           *    +                     !!         .0   .    .         !
 1991.2!             + *                      !!         .    .0   .         !
 1991.3!            *  +                      !!         . 0  .    .         !
 1991.4!              +  *                    !!         .    . 0  .         !
 1992.1!                +                     !!         .    0    .         !
 1992.2!         *      +                     !!         0    .    .         !
 1992.3!            +   *                     !!         .    .  0 .         !
 1992.4!           *    +                     !!         .0   .    .         !
 1993.1!             +     *                  !!         .    .    0         !
 1993.2!                  + *                 !!         .    .0   .         !
 1993.3!             *    +                   !!         .0   .    .         !
 1993.4!              +                *      !!         .    .    .        0!
 1994.1!               *        +             !!       0 .    .    .         !
 1994.2!            *   +                     !!         . 0  .    .         !
 1994.3!              +*                      !!         .    .0   .         !
 1994.4!               +                      !!         .    0    .         !
 1995.1!               +                      !!         .    0    .         !
 1995.2!             *  +                     !!         .  0 .    .         !
 1995.3!           *  +                       !!         . 0  .    .         !
 1995.4!      *      +                        !!         0    .    .         !
 1996.1!           +*                         !!         .    .0   .         !
 1996.2!            * +                       !!         .   0.    .         !
 1996.3!            * +                       !!         .   0.    .         !
 1996.4!          *   +                       !!         . 0  .    .         !
 1997.1!            *+                        !!         .    0    .         !
 1997.2!           *  +                       !!         .  0 .    .         !
 1997.3!             +                        !!         .    0    .         !
 1997.4!      *       +                       !!       0 .    .    .         !
 1998.1!       *   +                          !!         . 0  .    .         !
 1998.2!      *    +                          !!         0    .    .         !
 1998.3!      *   +                           !!         .0   .    .         !
 1998.4!      *   +                           !!         .0   .    .         !
 1999.1!          +       *                   !!         .    .    .0        !
 1999.2!                 +    *               !!         .    .   0.         !
 1999.3!         *         +                  !!      0  .    .    .         !
 1999.4!            +           *             !!         .    .    .    0    !
 2000.1!                    +                 !!         .    0    .         !
 2000.2!                  +         *         !!         .    .    .  0      !
 2000.3!                      +              *!!         .    .    .     0   !
 2000.4!                           +   *      !!         .    .  0 .         !
 2001.1!                        +           * !!         .    .    .   0     !
 2001.2!                      *   +           !!         . 0  .    .         !
 2001.3!           *       +                  !!        0.    .    .         !
 2001.4!              +*                      !!         .    .0   .         !
 2002.1!                +     *               !!         .    .    0         !
 2002.2!                    +                 !!         .    0    .         !
 2002.3!                  +       *           !!         .    .    .0        !
 2002.4!                     +*               !!         .    .0   .         !
 2003.1!                   +      *           !!         .    .    0         !
 2003.2!                    *+                !!         .   0.    .         !
 2003.3!             *    +                   !!         0    .    .         !
 2003.4!              +  *                    !!         .    . 0  .         !
 2004.1!               * +                    !!         .   0.    .         !
 2004.2!              * +                     !!         .   0.    .         !
 2004.3!              *+                      !!         .   0.    .         !
 2004.4!               + *                    !!         .    .0   .         !
 2005.1!              *  +                    !!         .  0 .    .         !
 2005.2!       *       +                      !!        0.    .    .         !
 2005.3!           +     *                    !!         .    .    0         !
 2005.4!              *  +                    !!         .  0 .    .         !
 2006.1!             * +                      !!         .   0.    .         !
 2006.2!          *    +                      !!         .0   .    .         !
 2006.3!            *+                        !!         .    0    .         !
 2006.4!              +                       !!         .    0    .         !
 2007.1!          *    +                      !!         .0   .    .         !
 2007.2!             +      *                 !!         .    .    0         !
 2007.3!             *    +                   !!         .0   .    .         !
 2007.4!               +   *                  !!         .    .  0 .         !
 2008.1!    *             +                   !!   0     .    .    .         !
 2008.2!          + *                         !!         .    .0   .         !
 2008.3!       *      +                       !!        0.    .    .         !
 2008.4!            + *                       !!         .    . 0  .         !
 2009.1!   *           +                      !!    0    .    .    .         !
 2009.2!     *    +                           !!         .0   .    .         !
 2009.3!       *   +                          !!         . 0  .    .         !
 2009.4!           +   *                      !!         .    .  0 .         !
 2010.1!            *   +                     !!         . 0  .    .         !
 2010.2!            * +                       !!         .  0 .    .         !
 2010.3!           *  +                       !!         . 0  .    .         !
 2010.4!        *     +                       !!         0    .    .         !
 2011.1!         *  +                         !!         .  0 .    .         !
 2011.2!  *          +                        !!     0   .    .    .         !
 2011.3!        *+                            !!         .   0.    .         !
 2011.4*            +                         !!    0    .    .    .         !
 2012.1!       *+                             !!         .    0    .         !
 2012.2!       *    +                         !!         .0   .    .         !
 2012.3!          *+                          !!         .   0.    .         !
 2012.4!             +   *                    !!         .    .  0 .         !


     28.19 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGRJO=GRPX$Q/JOPMM;                                                     
 GENR LAAGRJO=LOG(AAGRJO+.00001);                                             
 GENR LAGRJO=LOG(AGRJO+.00001);                                               
 LHS AAGRJO=EXP(LAAGRJO)-.00001;                                              
  EQ 1501 LAAGRJO C LAGRJO(-1) PGRJO;                                         
EQUATION 1061  LAAGRJO  
   RHS     C  LAGRJO(-1)  PGRJO  
 SMPL 1966.3 2012.4;                                                          
Sample period is now  1966.3 to  2012.4 Internally:    59 to   244
 OLS;EST 1061 PLOT=0;END;                                                     

Equation number = 1061
**********************

Dependent variable = LAAGRJO 

 1966.3 -   2012.4,    0 missing obs.,  186 obs. used.

Mean of dependent variable       -5.375024808

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.703220360       0.399005052  -1.76243     1.000000
13592 LAGRJO  ( -1)       0.609755294       0.057653343  10.57623    -5.374218
13590 PGRJO   (  0)      -1.115420655       0.334821273  -3.33139     1.250512

SE of equation            =     0.603103058
Sum of squared residuals  =  66.5631937       0.105249143E-11
Average absolute error    =     0.456109465
Sum of ABS residuals      =  84.8363605    
R squared                 =   0.51044
Durbin-Watson statistic   =   2.45983
SMPL and No. Obs.         = 1966.3   2012.4    186

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.3!            +   *                     !!         .    .  0 .         !
 1966.4!          *     +                     !!         0    .    .         !
 1967.1!          *+                          !!         .   0.    .         !
 1967.2!           * +                        !!         .   0.    .         !
 1967.3!             +                        !!         .    .0   .         !
 1967.4!             +                        !!         .    0    .         !
 1968.1!             +                        !!         .    0    .         !
 1968.2!            *+                        !!         .    0    .         !
 1968.3!            *+                        !!         .    0    .         !
 1968.4!              +         *             !!         .    .    .  0      !
 1969.1!           *           +              !!     0   .    .    .         !
 1969.2!          *   +                       !!         . 0  .    .         !
 1969.3!            * +                       !!         .   0.    .         !
 1969.4!                 +                    !!         .    0    .         !
 1970.1!        *         +                   !!      0  .    .    .         !
 1970.2!              +                       !!         .    0    .         !
 1970.3!                 +            *       !!         .    .    .    0    !
 1970.4!        *                +            !! 0       .    .    .         !
 1971.1!           +      *                   !!         .    .    0         !
 1971.2!             *     +                  !!         0    .    .         !
 1971.3!                 +         *          !!         .    .    .  0      !
 1971.4!                         +  *         !!         .    .  0 .         !
 1972.1!               *         +            !!      0  .    .    .         !
 1972.2!                  *+                  !!         .   0.    .         !
 1972.3!                    +*                !!         .    .0   .         !
 1972.4!                 *   +                !!         . 0  .    .         !
 1973.1!            *     +                   !!         .0   .    .         !
 1973.2!              +       *               !!         .    .    .0        !
 1973.3!               *   +                  !!         . 0  .    .         !
 1973.4!            + *                       !!         .    . 0  .         !
 1974.1!         +     *                      !!         .    .   0.         !
 1974.2!                +       *             !!         .    .    .0        !
 1974.3!                     +   *            !!         .    .  0 .         !
 1974.4!                  *   +               !!         . 0  .    .         !
 1975.1!              *    +                  !!         .0   .    .         !
 1975.2!                 +  *                 !!         .    . 0  .         !
 1975.3!                     +     *          !!         .    .    0         !
 1975.4!                         +    *       !!         .    .  0 .         !
 1976.1!                         * +          !!         .  0 .    .         !
 1976.2!                        +           * !!         .    .    .    0    !
 1976.3!                              +       !!         .    0    .         !
 1976.4!                         +    *       !!         .    .   0.         !
 1977.1!                      *  +            !!         . 0  .    .         !
 1977.2!                    +         *       !!         .    .    .  0      !
 1977.3!                         +    *       !!         .    .   0.         !
 1977.4!                        +   *         !!         .    .  0 .         !
 1978.1!                        +      *      !!         .    .    0         !
 1978.2!                         +     *      !!         .    .    0         !
 1978.3!                         +      *     !!         .    .    0         !
 1978.4!                          +    *      !!         .    .   0.         !
 1979.1!                        *+            !!         .   0.    .         !
 1979.2!                      +         *     !!         .    .    .  0      !
 1979.3!                          +      *    !!         .    .    0         !
 1979.4!                           +    *     !!         .    .   0.         !
 1980.1!                           +  *       !!         .    . 0  .         !
 1980.2!                          +  *        !!         .    .  0 .         !
 1980.3!                         +   *        !!         .    .  0 .         !
 1980.4!                         +            *!         .    .    .    0    !
 1981.1!                               +      !!         .    0    .         !
 1981.2!                           +   *      !!         .    .  0 .         !
 1981.3!                          +   *       !!         .    .   0.         !
 1981.4!                          +           !!         .    0    .         !
 1982.1!                         + *          !!         .    .0   .         !
 1982.2!                         +  *         !!         .    . 0  .         !
 1982.3!                       *  +           !!         .  0 .    .         !
 1982.4!                      *+              !!         .   0.    .         !
 1983.1!                       +    *         !!         .    .  0 .         !
 1983.2!                    *     +           !!         0    .    .         !
 1983.3!                      +    *          !!         .    .  0 .         !
 1983.4!                          +           !!         .   0.    .         !
 1984.1!                     *    +           !!         . 0  .    .         !
 1984.2!                       +              !!         .    0    .         !
 1984.3!                       *+             !!         .    0    .         !
 1984.4!                    *   +             !!         . 0  .    .         !
 1985.1!                  *   +               !!         . 0  .    .         !
 1985.2!                   *+                 !!         .   0.    .         !
 1985.3!                *   +                 !!         . 0  .    .         !
 1985.4!                   +*                 !!         .    .0   .         !
 1986.1!                *   +                 !!         . 0  .    .         !
 1986.2!                 +  *                 !!         .    . 0  .         !
 1986.3!                *   +                 !!         .0   .    .         !
 1986.4!                * +                   !!         .   0.    .         !
 1987.1!              *    +                  !!         .0   .    .         !
 1987.2!            *    +                    !!         .0   .    .         !
 1987.3!                +*                    !!         .    .0   .         !
 1987.4!               *  +                   !!         . 0  .    .         !
 1988.1!            *     +                   !!         0    .    .         !
 1988.2!           * +                        !!         .  0 .    .         !
 1988.3!             +                        !!         .    0    .         !
 1988.4!               +  *                   !!         .    .  0 .         !
 1989.1!          *       +                   !!        0.    .    .         !
 1989.2!              + *                     !!         .    . 0  .         !
 1989.3!                +   *                 !!         .    .  0 .         !
 1989.4!                 * +                  !!         .   0.    .         !
 1990.1!               * +                    !!         .   0.    .         !
 1990.2!               + *                    !!         .    . 0  .         !
 1990.3!              +     *                 !!         .    .    0         !
 1990.4!                  +                   !!         .    0    .         !
 1991.1!                  + *                 !!         .    .0   .         !
 1991.2!                   +                  !!         .    0    .         !
 1991.3!                   +*                 !!         .    .0   .         !
 1991.4!                     +   *            !!         .    .   0.         !
 1992.1!                      *+              !!         .   0.    .         !
 1992.2!              *     +                 !!         0    .    .         !
 1992.3!                +       *             !!         .    .    . 0       !
 1992.4!                     + *              !!         .    .0   .         !
 1993.1!                *   +                 !!         . 0  .    .         !
 1993.2!                  +  *                !!         .    . 0  .         !
 1993.3!                   +      *           !!         .    .    0         !
 1993.4!                     *+               !!         .   0.    .         !
 1994.1!               *  +                   !!         .  0 .    .         !
 1994.2!               +  *                   !!         .    .  0 .         !
 1994.3!                 *+                   !!         .    0    .         !
 1994.4!                 +   *                !!         .    .  0 .         !
 1995.1!               *  +                   !!         . 0  .    .         !
 1995.2!            * +                       !!         .  0 .    .         !
 1995.3!            +   *                     !!         .    .  0 .         !
 1995.4!               +   *                  !!         .    .  0 .         !
 1996.1!            *    +                    !!         .0   .    .         !
 1996.2!             +                        !!         .    0    .         !
 1996.3!             +*                       !!         .    .0   .         !
 1996.4!              +*                      !!         .    .0   .         !
 1997.1!                +*                    !!         .    0    .         !
 1997.2!                *+                    !!         .   0.    .         !
 1997.3!               + *                    !!         .    .0   .         !
 1997.4!               +                      !!         .    0    .         !
 1998.1!               +*                     !!         .    .0   .         !
 1998.2!               +*                     !!         .    0    .         !
 1998.3!               +*                     !!         .    .0   .         !
 1998.4!              +*                      !!         .    .0   .         !
 1999.1!             +        *               !!         .    .    . 0       !
 1999.2!                  +   *               !!         .    .  0 .         !
 1999.3!                   + *                !!         .    . 0  .         !
 1999.4!                   *+                 !!         .   0.    .         !
 2000.1!                *  +                  !!         .  0 .    .         !
 2000.2!                 +    *               !!         .    .   0.         !
 2000.3!                   * +                !!         .   0.    .         !
 2000.4!                   + *                !!         .    .0   .         !
 2001.1!                   *+                 !!         .   0.    .         !
 2001.2!                   + *                !!         .    . 0  .         !
 2001.3!        *           +                 !!     0   .    .    .         !
 2001.4!            +    *                    !!         .    .   0.         !
 2002.1!                 +   *                !!         .    .  0 .         !
 2002.2!                   +    *             !!         .    .   0.         !
 2002.3!              *       +               !!       0 .    .    .         !
 2002.4!               +                      !!         .    0    .         !
 2003.1!          *    +                      !!         .0   .    .         !
 2003.2!            +   *                     !!         .    .  0 .         !
 2003.3!           *    +                     !!         .0   .    .         !
 2003.4!            +    *                    !!         .    .   0.         !
 2004.1!    *           +                     !!    0    .    .    .         !
 2004.2!  *    +                              !!         .0   .    .         !
 2004.3!     * +                              !!         .   0.    .         !
 2004.4!  *      +                            !!        0.    .    .         !
 2005.1!     *+                               !!         .   0.    .         !
 2005.2!       +               *              !!         .    .    .       0 !
 2005.3!      *            +                  !!   0     .    .    .         !
 2005.4!          +          *                !!         .    .    .   0     !
 2006.1*                  +                   !0         .    .    .         !
 2006.2!    +      *                          !!         .    .    0         !
 2006.3!    *       +                         !!        0.    .    .         !
 2006.4!      * +                             !!         .  0 .    .         !
 2007.1!   *     +                            !!         0    .    .         !
 2007.2!       +                              !!         .    0    .         !
 2007.3!      *   +                           !!         . 0  .    .         !
 2007.4!   *    +                             !!         .0   .    .         !
 2008.1! *    +                               !!         .0   .    .         !
 2008.2!    +*                                !!         .    0    .         !
 2008.3*        +                             !!       0 .    .    .         !
 2008.4!      +           *                   !!         .    .    .   0     !
 2009.1!     *           +                    !!    0    .    .    .         !
 2009.2!      * +                             !!         .   0.    .         !
 2009.3!       * +                            !!         .  0 .    .         !
 2009.4!   *     +                            !!         0    .    .         !
 2010.1!*      +                              !!         0    .    .         !
 2010.2!      +                               !!         .    0    .         !
 2010.3!   *      +                           !!         0    .    .         !
 2010.4!       +               *              !!         .    .    .      0  !
 2011.1!     *             +                  !!   0     .    .    .         !
 2011.2!  *     +                             !!         .0   .    .         !
 2011.3!      +  *                            !!         .    . 0  .         !
 2011.4!      *   +                           !!         . 0  .    .         !
 2012.1! *       +                            !!        0.    .    .         !
 2012.2!     *+                               !!         .    0    .         !
 2012.3!        +        *                    !!         .    .    . 0       !
 2012.4!      *         +                     !!      0  .    .    .         !


     25.81 percent of the residuals exceed 1 SE
      5.91 percent of the residuals exceed 2 SE
@EQ  1502 LAAIRJO C LAIRJO(-1) PIRJO;SMPL 1974.2 2012.4;OLS;EST 1502 PLOT=0;EN
@@EQ 1503 LAAPOJO C LAPOJO(-1) PPOJO;SMPL 1998.4 2012.4;OLS;EST 1503 PLOT=0;EN
@@EQ 1504 LAASPJO C LASPJO(-1) PSPJO;SMPL 1992.3 2012.4;OLS;EST 1504 PLOT=0;EN
@EQ  1505 LAANZJO C LANZJO(-1) PNZJO;SMPL 1983.2 2012.4;OLS;EST 1505 PLOT=0;EN
@@EQ 1506 LAASAJO C LASAJO(-1) PSAJO;SMPL 1966.1 2012.4;OLS;EST 1506 PLOT=0;EN
@@EQ 1507 LAAVEJO C LAVEJO(-1) PVEJO;SMPL 2011.3 2012.4;OLS;EST 1507 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCOJO=COPX$Q/JOPMM;                                                     
 GENR LAACOJO=LOG(AACOJO+.00001);                                             
 GENR LACOJO=LOG(ACOJO+.00001);                                               
 LHS AACOJO=EXP(LAACOJO)-.00001;                                              
  EQ 1508 LAACOJO C LACOJO(-1) PCOJO;                                         
EQUATION 1062  LAACOJO  
   RHS     C  LACOJO(-1)  PCOJO  
 SMPL 1989.2 2012.4;                                                          
Sample period is now  1989.2 to  2012.4 Internally:   150 to   244
 OLS;EST 1062 PLOT=0;END;                                                     

Equation number = 1062
**********************

Dependent variable = LAACOJO 

 1989.2 -   2012.4,    0 missing obs.,   95 obs. used.

Mean of dependent variable       -9.060617389

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.623530855       0.888320535  -4.07908     1.000000
13595 LACOJO  ( -1)       0.520415947       0.087995856   5.91410    -9.102439
13593 PCOJO   (  0)      -0.470082920       0.402697364  -1.16734     1.489167

SE of equation            =     0.761572037
Sum of squared residuals  =  53.3592610      -0.153610458E-10
Average absolute error    =     0.552829351
Sum of ABS residuals      =  52.5187884    
R squared                 =   0.31149
Durbin-Watson statistic   =   2.14558
SMPL and No. Obs.         = 1989.2   2012.4     95

Plot of actual(*) and fitted(+) values and residuals(0)


 1989.2*        +                             !!        0.    .    .         !
 1989.3*         +                            !!        0.    .    .         !
 1989.4!*         +                           !!       0 .    .    .         !
 1990.1!          +  *                        !!         .    . 0  .         !
 1990.2!             *  +                     !!         .  0 .    .         !
 1990.3!               +                      !!         .    0    .         !
 1990.4!                * +                   !!         .   0.    .         !
 1991.1!                  +              *    !!         .    .    .    0    !
 1991.2!                           +   *      !!         .    . 0  .         !
 1991.3!                           +  *       !!         .    . 0  .         !
 1991.4!                          +  *        !!         .    . 0  .         !
 1992.1!                          +          *!!         .    .    . 0       !
 1992.2!                               +      *!         .    .    0         !
 1992.3!                               +      *!         .    .   0.         !
 1992.4!                               +     *!!         .    .   0.         !
 1993.1!       *                      +       !0         .    .    .         !
 1993.2!        *      +                      !!         0    .    .         !
 1993.3!       *      +                       !!         0    .    .         !
 1993.4!       *      +                       !!         0    .    .         !
 1994.1!             +       *                !!         .    .    0         !
 1994.2!                    +*                !!         .    0    .         !
 1994.3!                  +*                  !!         .    .0   .         !
 1994.4!                  +*                  !!         .    .0   .         !
 1995.1!                  +      *            !!         .    .   0.         !
 1995.2!                      +  *            !!         .    .  0 .         !
 1995.3!                      +  *            !!         .    . 0  .         !
 1995.4!                      +   *           !!         .    . 0  .         !
 1996.1!                  *    +              !!         . 0  .    .         !
 1996.2!                   +                  !!         .    0    .         !
 1996.3!                   +                  !!         .    0    .         !
 1996.4!                   +*                 !!         .    0    .         !
 1997.1!                   +                  !!         .    0    .         !
 1997.2!                  +*                  !!         .    .0   .         !
 1997.3!                  + *                 !!         .    .0   .         !
 1997.4!                   +                  !!         .    0    .         !
 1998.1!              *   +                   !!         .  0 .    .         !
 1998.2!               *+                     !!         .    0    .         !
 1998.3!               * +                    !!         .   0.    .         !
 1998.4!               * +                    !!         .   0.    .         !
 1999.1!                +      *              !!         .    .   0.         !
 1999.2!                    +  *              !!         .    . 0  .         !
 1999.3!                     +  *             !!         .    . 0  .         !
 1999.4!                      +  *            !!         .    . 0  .         !
 2000.1!       *              +               !!    0    .    .    .         !
 2000.2*             +                        !!     0   .    .    .         !
 2000.3!*        +                            !!         0    .    .         !
 2000.4*          +                           !!       0 .    .    .         !
 2001.1!         +   *                        !!         .    . 0  .         !
 2001.2!                +                     !!         .    0    .         !
 2001.3!                  +   *               !!         .    .  0 .         !
 2001.4!                      + *             !!         .    . 0  .         !
 2002.1!                      +*              !!         .    0    .         !
 2002.2!             *        +               !!        0.    .    .         !
 2002.3!                 +                    !!         .    0    .         !
 2002.4!                   +          *       !!         .    .    . 0       !
 2003.1!                   *      +           !!         .0   .    .         !
 2003.2!                     +    *           !!         .    .  0 .         !
 2003.3!                   *    +             !!         . 0  .    .         !
 2003.4!                     +    *           !!         .    .  0 .         !
 2004.1!                 *      +             !!         0    .    .         !
 2004.2!                 * +                  !!         .  0 .    .         !
 2004.3!                    +   *             !!         .    .  0 .         !
 2004.4!                      *+              !!         .   0.    .         !
 2005.1!              *       +               !!         0    .    .         !
 2005.2!                 +        *           !!         .    .    .0        !
 2005.3!                       +              !!         .    0    .         !
 2005.4!                   *  +               !!         .  0 .    .         !
 2006.1!                    +*                !!         .    .0   .         !
 2006.2!                  *  +                !!         .  0 .    .         !
 2006.3!                   +  *               !!         .    . 0  .         !
 2006.4!                     *+               !!         .   0.    .         !
 2007.1!                     +    *           !!         .    .  0 .         !
 2007.2!                       *+             !!         .    0    .         !
 2007.3!                      +   *           !!         .    .  0 .         !
 2007.4!                        +  *          !!         .    . 0  .         !
 2008.1!                        +             !!         .    0    .         !
 2008.2!                      + *             !!         .    .0   .         !
 2008.3!                     *+               !!         .    0    .         !
 2008.4!                     +    *           !!         .    .  0 .         !
 2009.1!                   *    +             !!         . 0  .    .         !
 2009.2!                   +     *            !!         .    .   0.         !
 2009.3!           *          +               !!       0 .    .    .         !
 2009.4!              +       *               !!         .    .    0         !
 2010.1!                     +    *           !!         .    .  0 .         !
 2010.2!         *            +               !!      0  .    .    .         !
 2010.3!              +          *            !!         .    .    . 0       !
 2010.4!                      +               !!         .    0    .         !
 2011.1!   *                 +                !!   0     .    .    .         !
 2011.2!           +          *               !!         .    .    . 0       !
 2011.3!                     +                !!         .    0    .         !
 2011.4!                    *+                !!         .    0    .         !
 2012.1!              *     +                 !!         . 0  .    .         !
 2012.2!                +                 *   !!         .    .    .      0  !
 2012.3!            *              +          !!    0    .    .    .         !
 2012.4!                +                    *!!         .    .    .        0!


     26.32 percent of the residuals exceed 1 SE
      7.37 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSYJO=SYPX$Q/JOPMM;                                                     
 GENR LAASYJO=LOG(AASYJO+.00001);                                             
 GENR LASYJO=LOG(ASYJO+.00001);                                               
 LHS AASYJO=EXP(LAASYJO)-.00001;                                              
  EQ 1509 LAASYJO C LASYJO(-1) PSYJO;                                         
EQUATION 1063  LAASYJO  
   RHS     C  LASYJO(-1)  PSYJO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1063 PLOT=0;END;                                                     

Equation number = 1063
**********************

Dependent variable = LAASYJO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.798549525

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.817730727       0.162258620  -5.03968     1.000000
13598 LASYJO  ( -1)       0.750955756       0.043397437  17.30415    -4.799616
13596 PSYJO   (  0)      -0.124710818       0.025452762  -4.89970     3.019139

SE of equation            =     0.437101207
Sum of squared residuals  =  35.3456311       0.410560475E-11
Average absolute error    =     0.292940354
Sum of ABS residuals      =  55.0727866    
R squared                 =   0.84727
Durbin-Watson statistic   =   2.21404
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                         +  *         !!           .  . 0.           !
 1966.2!                          +*          !!           .  0  .           !
 1966.3!                          + *         !!           .  . 0.           !
 1966.4!                           +*         !!           .  .0 .           !
 1967.1!                          +*          !!           .  0  .           !
 1967.2!                         + *          !!           .  .0 .           !
 1967.3!                         +  *         !!           .  . 0.           !
 1967.4!                         +*           !!           .  .0 .           !
 1968.1!                        + *           !!           .  . 0.           !
 1968.2!                        + *           !!           .  . 0.           !
 1968.3!                        +  *          !!           .  . 0.           !
 1968.4!                         + *          !!           .  . 0.           !
 1969.1!                          +  *        !!           .  .  0           !
 1969.2!                           + *        !!           .  . 0.           !
 1969.3!                          *+          !!           . 0.  .           !
 1969.4!                         +  *         !!           .  .  0           !
 1970.1!                          +*          !!           .  0  .           !
 1970.2!                          +*          !!           .  .0 .           !
 1970.3!                          +*          !!           .  .0 .           !
 1970.4!                         +*           !!           .  0  .           !
 1971.1!                     *  +             !!           .0 .  .           !
 1971.2!                    *+                !!           . 0.  .           !
 1971.3!                   *+                 !!           . 0.  .           !
 1971.4!                   +                  !!           .  0  .           !
 1972.1!                   +                  !!           .  0  .           !
 1972.2!                   +*                 !!           .  .0 .           !
 1972.3!                    +*                !!           .  .0 .           !
 1972.4!                     +                !!           .  0  .           !
 1973.1!                     +    *           !!           .  .  0           !
 1973.2!                         +  *         !!           .  . 0.           !
 1973.3!                       * +            !!           .0 .  .           !
 1973.4!            *        +                !!       0   .  .  .           !
 1974.1!          +      *                    !!           .  .  .  0        !
 1974.2!                +                     !!           .  .0 .           !
 1974.3!               + *                    !!           .  .0 .           !
 1974.4!               +   *                  !!           .  .  0           !
 1975.1!               *   +                  !!           .0 .  .           !
 1975.2!                +*                    !!           .  .0 .           !
 1975.3!                 +*                   !!           .  .0 .           !
 1975.4!                 *+                   !!           .  0  .           !
 1976.1!                *+                    !!           . 0.  .           !
 1976.2!               + *                    !!           .  .0 .           !
 1976.3!               +*                     !!           .  0  .           !
 1976.4!              *+                      !!           . 0.  .           !
 1977.1!             +   *                    !!           .  .  0           !
 1977.2!               *+                     !!           . 0.  .           !
 1977.3!              +                       !!           .  0  .           !
 1977.4!              + *                     !!           .  . 0.           !
 1978.1!               + *                    !!           .  .0 .           !
 1978.2!                + *                   !!           .  . 0.           !
 1978.3!                 +*                   !!           .  .0 .           !
 1978.4!                +*                    !!           .  .0 .           !
 1979.1!                +                     !!           .  0  .           !
 1979.2!              *+                      !!           . 0.  .           !
 1979.3!             +                        !!           .  0  .           !
 1979.4!            +   *                     !!           .  . 0.           !
 1980.1!             *+                       !!           . 0.  .           !
 1980.2!          * +                         !!           .0 .  .           !
 1980.3!         + *                          !!           .  .0 .           !
 1980.4!          + *                         !!           .  . 0.           !
 1981.1!      *    +                          !!          0.  .  .           !
 1981.2!      +                               !!           .  0  .           !
 1981.3!     +                                !!           .  0  .           !
 1981.4!     + *                              !!           .  .0 .           !
 1982.1!     *  +                             !!           .0 .  .           !
 1982.2!     *+                               !!           . 0.  .           !
 1982.3!   *  +                               !!           .0 .  .           !
 1982.4! *   +                                !!           0  .  .           !
 1983.1!   +  *                               !!           .  . 0.           !
 1983.2!      *+                              !!           .  0  .           !
 1983.3!       +*                             !!           .  .0 .           !
 1983.4!         + *                          !!           .  . 0.           !
 1984.1!        *  +                          !!           .0 .  .           !
 1984.2!     *   +                            !!           0  .  .           !
 1984.3!   *  +                               !!           .0 .  .           !
 1984.4!   * +                                !!           . 0.  .           !
 1985.1*     +                                !!          0.  .  .           !
 1985.2! + *                                  !!           .  . 0.           !
 1985.3! *   +                                !!           0  .  .           !
 1985.4!   *+                                 !!           .  0  .           !
 1986.1!     +     *                          !!           .  .  .0          !
 1986.2!            +*                        !!           .  .0 .           !
 1986.3!             *+                       !!           .  0  .           !
 1986.4!              +   *                   !!           .  .  0           !
 1987.1!                  +*                  !!           .  .0 .           !
 1987.2!         *         +                  !!      0    .  .  .           !
 1987.3*           +                          !!     0     .  .  .           !
 1987.4!*   +                                 !!           0  .  .           !
 1988.1!       +      *                       !!           .  .  .  0        !
 1988.2!               *  +                   !!           .0 .  .           !
 1988.3!              *   +                   !!           0  .  .           !
 1988.4!                 + *                  !!           .  .0 .           !
 1989.1!             *       +                !!        0  .  .  .           !
 1989.2!              *  +                    !!           .0 .  .           !
 1989.3!                 +         *          !!           .  .  .    0      !
 1989.4!                    *      +          !!         0 .  .  .           !
 1990.1!                 *   +                !!           0  .  .           !
 1990.2!                   +                  !!           .  0  .           !
 1990.3!                *   +                 !!           0  .  .           !
 1990.4!                   +  *               !!           .  . 0.           !
 1991.1!           *           +              !!     0     .  .  .           !
 1991.2!               +                  *   !!           .  .  .           0
 1991.3!                            *    +    !!           0  .  .           !
 1991.4!                          * +         !!           .0 .  .           !
 1992.1!                           +*         !!           .  .0 .           !
 1992.2!                          * +         !!           . 0.  .           !
 1992.3!                           +          !!           .  0  .           !
 1992.4!                     *     +          !!         0 .  .  .           !
 1993.1!                      +    *          !!           .  .  0           !
 1993.2!                           +          !!           .  0  .           !
 1993.3!                           +*         !!           .  .0 .           !
 1993.4!                            +         !!           .  0  .           !
 1994.1!                            +  *      !!           .  . 0.           !
 1994.2!                             *+       !!           . 0.  .           !
 1994.3!                            +*        !!           .  0  .           !
 1994.4!                            + *       !!           .  .0 .           !
 1995.1!                             + *      !!           .  .0 .           !
 1995.2!                          *  +        !!           .0 .  .           !
 1995.3!                        * +           !!           . 0.  .           !
 1995.4!                        + *           !!           .  .0 .           !
 1996.1!                          +*          !!           .  .0 .           !
 1996.2!                           +*         !!           .  0  .           !
 1996.3!                          *+          !!           . 0.  .           !
 1996.4!                          +  *        !!           .  . 0.           !
 1997.1!                           *+         !!           . 0.  .           !
 1997.2!                         * +          !!           . 0.  .           !
 1997.3!                         +*           !!           .  0  .           !
 1997.4!                         *+           !!           . 0.  .           !
 1998.1!                       *  +           !!           .0 .  .           !
 1998.2!                    *   +             !!           .0 .  .           !
 1998.3!                    * +               !!           . 0.  .           !
 1998.4!                     +                !!           .  0  .           !
 1999.1!                     *+               !!           . 0.  .           !
 1999.2!                    * +               !!           . 0.  .           !
 1999.3!                     *+               !!           .  0  .           !
 1999.4!                      *+              !!           .  0  .           !
 2000.1!                   *   +              !!           0  .  .           !
 2000.2!                    *+                !!           . 0.  .           !
 2000.3!                     +*               !!           .  0  .           !
 2000.4!                       +              !!           .  0  .           !
 2001.1!                      * +             !!           . 0.  .           !
 2001.2!                       +*             !!           .  .0 .           !
 2001.3!                     *  +             !!           .0 .  .           !
 2001.4!                       +              !!           .  .0 .           !
 2002.1!                        +*            !!           .  .0 .           !
 2002.2!                        *+            !!           . 0.  .           !
 2002.3!                       * +            !!           . 0.  .           !
 2002.4!                        + *           !!           .  .0 .           !
 2003.1!                          + *         !!           .  . 0.           !
 2003.2!                            +         !!           .  0  .           !
 2003.3!                          * +         !!           . 0.  .           !
 2003.4!                          + *         !!           .  .0 .           !
 2004.1!                            +        *!!           .  .  .   0       !
 2004.2!                                   + *!!           .  . 0.           !
 2004.3!                                   +  *!           .  . 0.           !
 2004.4!                                   +* !!           .  .0 .           !
 2005.1!                           *      +   !!        0  .  .  .           !
 2005.2!                          *+          !!           . 0.  .           !
 2005.3!                          +   *       !!           .  . 0.           !
 2005.4!                             + *      !!           .  .0 .           !
 2006.1!                            * +       !!           .0 .  .           !
 2006.2!                            +*        !!           .  .0 .           !
 2006.3!                             +*       !!           .  .0 .           !
 2006.4!                              + *     !!           .  . 0.           !
 2007.1!                               +*     !!           .  .0 .           !
 2007.2!                               +*     !!           .  .0 .           !
 2007.3!                               +      !!           .  0  .           !
 2007.4!                               +*     !!           .  .0 .           !
 2008.1!                               +      !!           .  0  .           !
 2008.2!                              *+      !!           . 0.  .           !
 2008.3!                            * +       !!           . 0.  .           !
 2008.4!                            +*        !!           .  0  .           !
 2009.1!                             +        !!           .  0  .           !
 2009.2!                            *+        !!           .  0  .           !
 2009.3!                           * +        !!           . 0.  .           !
 2009.4!                            + *       !!           .  . 0.           !
 2010.1!                              +       !!           .  0  .           !
 2010.2!                             *+       !!           .  0  .           !
 2010.3!                             +*       !!           .  .0 .           !
 2010.4!                              + *     !!           .  . 0.           !
 2011.1!                               +      !!           .  0  .           !
 2011.2!                              +*      !!           .  .0 .           !
 2011.3!                              *+      !!           . 0.  .           !
 2011.4!                            *+        !!           . 0.  .           !
 2012.1!                         *  +         !!           0  .  .           !
 2012.2!                        * +           !!           . 0.  .           !
 2012.3!                        *+            !!           . 0.  .           !
 2012.4!                          + *         !!           .  . 0.           !


     16.49 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@EQ  1510 LAAIDJO C LAIDJO(-1) PIDJO;SMPL 1971.3 2012.4;OLS;EST 1510 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAJO=MAPX$Q/JOPMM;                                                     
 GENR LAAMAJO=LOG(AAMAJO+.00001);                                             
 GENR LAMAJO=LOG(AMAJO+.00001);                                               
 LHS AAMAJO=EXP(LAAMAJO)-.00001;                                              
  EQ 1511 LAAMAJO C LAMAJO(-1) PMAJO;                                         
EQUATION 1064  LAAMAJO  
   RHS     C  LAMAJO(-1)  PMAJO  
 SMPL 1979.4 2012.4;                                                          
Sample period is now  1979.4 to  2012.4 Internally:   112 to   244
 OLS;EST 1064 PLOT=0;END;                                                     

Equation number = 1064
**********************

Dependent variable = LAAMAJO 

 1979.4 -   2012.4,    0 missing obs.,  133 obs. used.

Mean of dependent variable       -4.712587059

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.758939163       0.444179069  -1.70863     1.000000
13601 LAMAJO  ( -1)       0.647596842       0.062930592  10.29065    -4.749061
13599 PMAJO   (  0)      -0.619747873       0.341023084  -1.81732     1.416981

SE of equation            =     0.890455181
Sum of squared residuals  =  103.078356      -0.229194441E-11
Average absolute error    =     0.558752906
Sum of ABS residuals      =  74.3141366    
R squared                 =   0.55053
Durbin-Watson statistic   =   2.29906
SMPL and No. Obs.         = 1979.4   2012.4    133

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.4!          * +                         !!            .0. .            !
 1980.1!           *   +                      !!            0 . .            !
 1980.2!          *    +                      !!           0. . .            !
 1980.3!         *     +                      !!          0 . . .            !
 1980.4!              +   *                   !!            . . .0           !
 1981.1!                     +   *            !!            . . 0            !
 1981.2!                        +*            !!            . 0 .            !
 1981.3!                        +*            !!            . 0 .            !
 1981.4!                       *+             !!            .0. .            !
 1982.1!                        + *           !!            . .0.            !
 1982.2!                         +            !!            . 0 .            !
 1982.3!                         +            !!            . 0 .            !
 1982.4!                       * +            !!            .0. .            !
 1983.1!                        + *           !!            . .0.            !
 1983.2!                       *  +           !!            0 . .            !
 1983.3*                        +             !0            . . .            !
 1983.4!        +          *                  !!            . . .    0       !
 1984.1!             *      +                 !!         0  . . .            !
 1984.2!                +*                    !!            . .0.            !
 1984.3!                  *+                  !!            .0. .            !
 1984.4!                 *  +                 !!            0 . .            !
 1985.1!          *         +                 !!        0   . . .            !
 1985.2!         *     +                      !!           0. . .            !
 1985.3!              *+                      !!            . 0 .            !
 1985.4!                  +       *           !!            . . .  0         !
 1986.1!                          +*          !!            . .0.            !
 1986.2!                        *   +         !!            0 . .            !
 1986.3!                      *   +           !!            0 . .            !
 1986.4!                       * +            !!            .0. .            !
 1987.1!                         +            !!            . 0 .            !
 1987.2!                          +*          !!            . .0.            !
 1987.3!                    *      +          !!          0 . . .            !
 1987.4!                      *+              !!            .0. .            !
 1988.1!                        +  *          !!            . . 0            !
 1988.2!                           + *        !!            . .0.            !
 1988.3!                            +         !!            . 0 .            !
 1988.4!                           *+         !!            .0. .            !
 1989.1!                         * +          !!            .0. .            !
 1989.2!                          +    *      !!            . . .0           !
 1989.3!                            * +       !!            .0. .            !
 1989.4!                            + *       !!            . .0.            !
 1990.1!                             +*       !!            . 0 .            !
 1990.2!                       *     +        !!          0 . . .            !
 1990.3!                        *+            !!            .0. .            !
 1990.4!                         +            *!            . . .     0      !
 1991.1!                         *         +  !!        0   . . .            !
 1991.2!                          +   *       !!            . . 0            !
 1991.3!                          *   +       !!            0 . .            !
 1991.4!                           *+         !!            .0. .            !
 1992.1!                           +          !!            . 0 .            !
 1992.2!                            +         !!            . .0.            !
 1992.3!                             +*       !!            . .0.            !
 1992.4!                             + *      !!            . .0.            !
 1993.1!                             *+       !!            .0. .            !
 1993.2!                             + *      !!            . . 0            !
 1993.3!                              + *     !!            . . 0            !
 1993.4!                            *  +      !!            .0. .            !
 1994.1!                            +*        !!            . .0.            !
 1994.2!                            +  *      !!            . . 0            !
 1994.3!                              +*      !!            . .0.            !
 1994.4!                             + *      !!            . .0.            !
 1995.1!                            + *       !!            . .0.            !
 1995.2!                            +   *     !!            . . 0            !
 1995.3!                              + *     !!            . .0.            !
 1995.4!                             +  *     !!            . .0.            !
 1996.1!                             *+       !!            .0. .            !
 1996.2!                            +         !!            . 0 .            !
 1996.3!                           +  *       !!            . .0.            !
 1996.4!                            +         !!            . 0 .            !
 1997.1!                            +    *    !!            . . . 0          !
 1997.2!                               +      !!            . 0 .            !
 1997.3!                             +  *     !!            . . 0            !
 1997.4!                              +       !!            . 0 .            !
 1998.1!                          *  +        !!            .0. .            !
 1998.2!                          +  *        !!            . . 0            !
 1998.3!                            +  *      !!            . . 0            !
 1998.4!                             +        !!            . 0 .            !
 1999.1!                           + *        !!            . .0.            !
 1999.2!                           + *        !!            . .0.            !
 1999.3!                            +         !!            . 0 .            !
 1999.4!                            +*        !!            . .0.            !
 2000.1!                            + *       !!            . .0.            !
 2000.2!                            +         !!            . 0 .            !
 2000.3!                           +          !!            . 0 .            !
 2000.4!                          + *         !!            . .0.            !
 2001.1!                           +*         !!            . .0.            !
 2001.2!                           +          !!            . 0 .            !
 2001.3!                          +*          !!            . .0.            !
 2001.4!                          + *         !!            . .0.            !
 2002.1!                          +*          !!            . 0 .            !
 2002.2!                          +*          !!            . .0.            !
 2002.3!                         * +          !!            .0. .            !
 2002.4!                         + *          !!            . .0.            !
 2003.1!                           + *        !!            . .0.            !
 2003.2!                          * +         !!            .0. .            !
 2003.3!                          + *         !!            . .0.            !
 2003.4!                          *+          !!            .0. .            !
 2004.1!                           +     *    !!            . . . 0          !
 2004.2!                              +   *   !!            . . 0            !
 2004.3!                               +*     !!            . .0.            !
 2004.4!                               +      !!            . 0 .            !
 2005.1!                            * +       !!            .0. .            !
 2005.2!                           +          !!            . 0 .            !
 2005.3!                           +*         !!            . .0.            !
 2005.4!                            +         !!            . 0 .            !
 2006.1!                           *+         !!            .0. .            !
 2006.2!                           +    *     !!            . . .0           !
 2006.3!                           *  +       !!            0 . .            !
 2006.4!                         *  +         !!            .0. .            !
 2007.1!                          +           !!            . 0 .            !
 2007.2!                         * +          !!            .0. .            !
 2007.3!                           +          !!            . 0 .            !
 2007.4!                         * +          !!            .0. .            !
 2008.1!                           +     *    !!            . . . 0          !
 2008.2!                                + *   !!            . . 0            !
 2008.3!                                 +*   !!            . .0.            !
 2008.4!                          *      +    !!          0 . . .            !
 2009.1!                         * +          !!            .0. .            !
 2009.2!                          +           !!            . 0 .            !
 2009.3!                           +          !!            . 0 .            !
 2009.4!                            +*        !!            . .0.            !
 2010.1!                            *+        !!            .0. .            !
 2010.2!                            +  *      !!            . . 0            !
 2010.3!                              +       !!            . 0 .            !
 2010.4!                            * +       !!            .0. .            !
 2011.1!                             +        !!            . 0 .            !
 2011.2!                             +        !!            .0. .            !
 2011.3!                            *+        !!            .0. .            !
 2011.4!                            +         !!            . 0 .            !
 2012.1!                            *+        !!            . 0 .            !
 2012.2!                           *+         !!            .0. .            !
 2012.3!                           *+         !!            . 0 .            !
 2012.4!                          * +         !!            .0. .            !


     15.79 percent of the residuals exceed 1 SE
      4.51 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPAJO=PAPX$Q/JOPMM;                                                     
 GENR LAAPAJO=LOG(AAPAJO+.00001);                                             
 GENR LAPAJO=LOG(APAJO+.00001);                                               
 LHS AAPAJO=EXP(LAAPAJO)-.00001;                                              
  EQ 1512 LAAPAJO C LAPAJO(-1) PPAJO;                                         
EQUATION 1065  LAAPAJO  
   RHS     C  LAPAJO(-1)  PPAJO  
 SMPL 1979.3 2012.4;                                                          
Sample period is now  1979.3 to  2012.4 Internally:   111 to   244
 OLS;EST 1065 PLOT=0;END;                                                     

Equation number = 1065
**********************

Dependent variable = LAAPAJO 

 1979.3 -   2012.4,    0 missing obs.,  134 obs. used.

Mean of dependent variable       -6.671791038

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.128444007       0.472262828  -2.38944     1.000000
13604 LAPAJO  ( -1)       0.716273871       0.059752005  11.98745    -6.673186
13602 PPAJO   (  0)      -0.474563472       0.245075665  -1.93640     1.608885

SE of equation            =     0.648357636
Sum of squared residuals  =  55.0681587      -0.212097007E-11
Average absolute error    =     0.486627595
Sum of ABS residuals      =  65.2080977    
R squared                 =   0.57531
Durbin-Watson statistic   =   2.23078
SMPL and No. Obs.         = 1979.3   2012.4    134

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.3!                   *+                 !!          .  0.   .          !
 1979.4!             *     +                  !!         0.   .   .          !
 1980.1! *            +                       !!   0      .   .   .          !
 1980.2!      +         *                     !!          .   .   .    0     !
 1980.3!                +                     !!          .   0   .          !
 1980.4!            *    +                    !!          0   .   .          !
 1981.1!       *      +                       !!        0 .   .   .          !
 1981.2!          +       *                   !!          .   .   .  0       !
 1981.3!                 + *                  !!          .   . 0 .          !
 1981.4!                 *+                   !!          .  0.   .          !
 1982.1!                  +       *           !!          .   .   . 0        !
 1982.2!                  *    +              !!          0   .   .          !
 1982.3!         *        +                   !!      0   .   .   .          !
 1982.4!        *   +                         !!          .0  .   .          !
 1983.1!      *    +                          !!          0   .   .          !
 1983.2!        *+                            !!          .  0.   .          !
 1983.3!           +                          !!          .   0   .          !
 1983.4!         *   +                        !!          .0  .   .          !
 1984.1!         *  +                         !!          . 0 .   .          !
 1984.2!       *   +                          !!          0   .   .          !
 1984.3!        * +                           !!          . 0 .   .          !
 1984.4!           +                          !!          .   0   .          !
 1985.1!              +   *                   !!          .   .   0          !
 1985.2!                 *+                   !!          .  0.   .          !
 1985.3!          *       +                   !!        0 .   .   .          !
 1985.4!        *    +                        !!          0   .   .          !
 1986.1!           +                          !!          .   0   .          !
 1986.2!            +   *                     !!          .   .  0.          !
 1986.3!       *        +                     !!       0  .   .   .          !
 1986.4!  *       +                           !!        0 .   .   .          !
 1987.1*       +                              !!        0 .   .   .          !
 1987.2!    +  *                              !!          .   .  0.          !
 1987.3!          +                           !!          .   0   .          !
 1987.4!  *         +                         !!     0    .   .   .          !
 1988.1!     * +                              !!          .  0.   .          !
 1988.2!         +   *                        !!          .   .  0.          !
 1988.3!        *     +                       !!          0   .   .          !
 1988.4!          *+                          !!          .  0.   .          !
 1989.1!            +                         !!          .   0   .          !
 1989.2!              +  *                    !!          .   .  0.          !
 1989.3!          *      +                    !!        0 .   .   .          !
 1989.4!            +                 *       !!          .   .   .          0
 1990.1!              *           +           !!    0     .   .   .          !
 1990.2!             * +                      !!          . 0 .   .          !
 1990.3!             *+                       !!          .   0   .          !
 1990.4!               +      *               !!          .   .   . 0        !
 1991.1!                     *+               !!          .  0.   .          !
 1991.2!                    +                 !!          .   0   .          !
 1991.3!                    +    *            !!          .   .   0          !
 1991.4!                        +      *      !!          .   .   . 0        !
 1992.1!                            +    *    !!          .   .   0          !
 1992.2!                              +       *!          .   .   .  0       !
 1992.3!                               * +    !!          . 0 .   .          !
 1992.4!                            +    *    !!          .   .   0          !
 1993.1!                             +        !!          .   0   .          !
 1993.2!                      *    +          !!          0   .   .          !
 1993.3!                  *  +                !!          .0  .   .          !
 1993.4!                 *+                   !!          .  0.   .          !
 1994.1!                 +   *                !!          .   .   0          !
 1994.2!                *   +                 !!          .0  .   .          !
 1994.3!                 +         *          !!          .   .   .   0      !
 1994.4!                       *+             !!          .  0.   .          !
 1995.1!                    +  *              !!          .   . 0 .          !
 1995.2!                     +     *          !!          .   .   .0         !
 1995.3!                       +  *           !!          .   . 0 .          !
 1995.4!                *      +              !!        0 .   .   .          !
 1996.1!                +    *                !!          .   .   .0         !
 1996.2!                  * +                 !!          . 0 .   .          !
 1996.3!             *   +                    !!          .0  .   .          !
 1996.4!              +     *                 !!          .   .   .0         !
 1997.1!                   *+                 !!          .  0.   .          !
 1997.2!                 *+                   !!          .  0.   .          !
 1997.3!        *      +                      !!        0 .   .   .          !
 1997.4!          +  *                        !!          .   .  0.          !
 1998.1!             +                        !!          .   0   .          !
 1998.2!             +       *                !!          .   .   .  0       !
 1998.3!             *    +                   !!         0.   .   .          !
 1998.4!            +    *                    !!          .   .   0          !
 1999.1!               +                      !!          .   0   .          !
 1999.2!             +  *                     !!          .   . 0 .          !
 1999.3!           *   +                      !!          .0  .   .          !
 1999.4!             + *                      !!          .   . 0 .          !
 2000.1!                +     *               !!          .   .   .0         !
 2000.2!                    +*                !!          .   .0  .          !
 2000.3!                    +   *             !!          .   .   0          !
 2000.4!                      + *             !!          .   . 0 .          !
 2001.1!                      +  *            !!          .   . 0 .          !
 2001.2!                       +*             !!          .   .0  .          !
 2001.3!                      +     *         !!          .   .   0          !
 2001.4!                         +     *      !!          .   .   .0         !
 2002.1!                          *+          !!          .  0.   .          !
 2002.2!                        +  *          !!          .   . 0 .          !
 2002.3!                         +*           !!          .   .0  .          !
 2002.4!                         + *          !!          .   . 0 .          !
 2003.1!                         +*           !!          .   .0  .          !
 2003.2!                         +   *        !!          .   .  0.          !
 2003.3!                         *+           !!          .  0.   .          !
 2003.4!                      * +             !!          . 0 .   .          !
 2004.1!                     +*               !!          .   .0  .          !
 2004.2!                     + *              !!          .   . 0 .          !
 2004.3!                       +*             !!          .   .0  .          !
 2004.4!                   *    +             !!          0   .   .          !
 2005.1!                   +      *           !!          .   .   . 0        !
 2005.2!                      *  +            !!          . 0 .   .          !
 2005.3!                      +               !!          .   0   .          !
 2005.4!                      +*              !!          .   .0  .          !
 2006.1!                   *  +               !!          .0  .   .          !
 2006.2!                    +*                !!          .   .0  .          !
 2006.3!                     + *              !!          .   .0  .          !
 2006.4!                      *+              !!          .  0.   .          !
 2007.1!                    * +               !!          . 0 .   .          !
 2007.2!                     +*               !!          .   .0  .          !
 2007.3!                     *+               !!          .  0.   .          !
 2007.4!                  *  +                !!          .0  .   .          !
 2008.1!                *  +                  !!          .0  .   .          !
 2008.2!                  + *                 !!          .   . 0 .          !
 2008.3!                 *   +                !!          .0  .   .          !
 2008.4!                   + *                !!          .   . 0 .          !
 2009.1!                     +*               !!          .   .0  .          !
 2009.2!                      +*              !!          .   0   .          !
 2009.3!                    *  +              !!          . 0 .   .          !
 2009.4!                    *+                !!          .  0.   .          !
 2010.1!                     +*               !!          .   .0  .          !
 2010.2!                      +               !!          .   0   .          !
 2010.3!                    * +               !!          .  0.   .          !
 2010.4!                    +                 !!          .  0.   .          !
 2011.1!                    +  *              !!          .   . 0 .          !
 2011.2!                     *+               !!          .  0.   .          !
 2011.3!                 *   +                !!          .0  .   .          !
 2011.4!                  +                   !!          .   .0  .          !
 2012.1!                *  +                  !!          . 0 .   .          !
 2012.2!                 +   *                !!          .   .  0.          !
 2012.3!                     +    *           !!          .   .   0          !
 2012.4!                       *+             !!          .  0.   .          !


     29.85 percent of the residuals exceed 1 SE
      4.48 percent of the residuals exceed 2 SE
@@EQ 1513 LAAPHJO C LAPHJO(-1) PPHJO;SMPL 1991.4 2012.4;OLS;EST 1513 PLOT=0;EN
@EQ  1514 LAATHJO C LATHJO(-1) PTHJO;SMPL 1976.1 2012.4;OLS;EST 1514 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHJO=CHPX$Q/JOPMM;                                                     
 GENR LAACHJO=LOG(AACHJO+.00001);                                             
 GENR LACHJO=LOG(ACHJO+.00001);                                               
 LHS AACHJO=EXP(LAACHJO)-.00001;                                              
  EQ 1515 LAACHJO C LACHJO(-1) PCHJO;                                         
EQUATION 1066  LAACHJO  
   RHS     C  LACHJO(-1)  PCHJO  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1066 PLOT=0;END;                                                     

Equation number = 1066
**********************

Dependent variable = LAACHJO 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -2.711224050

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.191438604       0.249977546   0.76582     1.000000
13607 LACHJO  ( -1)       0.908829282       0.038164381  23.81355    -2.720462
13605 PCHJO   (  0)      -0.291922582       0.200213557  -1.45806     1.473770

SE of equation            =     0.332834055
Sum of squared residuals  =  13.6257565      -0.283728596E-11
Average absolute error    =     0.234856575
Sum of ABS residuals      =  29.5919284    
R squared                 =   0.88413
Durbin-Watson statistic   =   2.39189
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                  +*                  !!          .   . 0 .          !
 1981.4!                    +          *      !!          .   .   .         0!
 1982.1!                            * +       !!          .0  .   .          !
 1982.2!                           +*         !!          .   .0  .          !
 1982.3!                            +      *  !!          .   .   .    0     !
 1982.4!                                  +   !!          .   0   .          !
 1983.1!                              *  +    !!          0   .   .          !
 1983.2!                              +    *  !!          .   .   .  0       !
 1983.3!                                  +*  !!          .   . 0 .          !
 1983.4!                                  +  *!!          .   .  0.          !
 1984.1!                                 *  + !!          .0  .   .          !
 1984.2!                                +*    !!          .   .0  .          !
 1984.3!                                +  *  !!          .   .   0          !
 1984.4!                                  + * !!          .   .  0.          !
 1985.1!                              *    +  !!        0 .   .   .          !
 1985.2!                             +  *     !!          .   .   0          !
 1985.3!                               +  *   !!          .   .  0.          !
 1985.4!                               * +    !!          . 0 .   .          !
 1986.1!                            * +       !!          .0  .   .          !
 1986.2!                           +     *    !!          .   .   .  0       !
 1986.3!                                +*    !!          .   .0  .          !
 1986.4!                                +   * !!          .   .   . 0        !
 1987.1!                                 * +  !!          0   .   .          !
 1987.2!                               *+     !!          .  0.   .          !
 1987.3!                              +*      !!          .   . 0 .          !
 1987.4!                               +      *!          .   .   .    0     !
 1988.1!                                *    +!!       0  .   .   .          !
 1988.2!                           *   +      !!          0   .   .          !
 1988.3!                          +*          !!          .   .0  .          !
 1988.4!                          + *         !!          .   .  0.          !
 1989.1!                           +          !!          .   0   .          !
 1989.2!                   *      +           !!    0     .   .   .          !
 1989.3!                  +      *            !!          .   .   .    0     !
 1989.4!                   *     +            !!       0  .   .   .          !
 1990.1!       *           +                  !0          .   .   .          !
 1990.2!        +        *                    !!          .   .   .      0   !
 1990.3!        *        +                    !!   0      .   .   .          !
 1990.4!  *      +                            !!    0     .   .   .          !
 1991.1*    +                                 !!        0 .   .   .          !
 1991.2! +     *                              !!          .   .   .  0       !
 1991.3!        +                             !!          .   0   .          !
 1991.4!         +                            !!          .   0   .          !
 1992.1!      *    +                          !!        0 .   .   .          !
 1992.2!       +*                             !!          .   .0  .          !
 1992.3!         +*                           !!          .   .0  .          !
 1992.4!        *  +                          !!          .0  .   .          !
 1993.1!    *    +                            !!        0 .   .   .          !
 1993.2!      + *                             !!          .   .  0.          !
 1993.3!        *+                            !!          .  0.   .          !
 1993.4!        +*                            !!          .   .0  .          !
 1994.1!       * +                            !!          . 0 .   .          !
 1994.2!        +  *                          !!          .   .  0.          !
 1994.3!          *+                          !!          . 0 .   .          !
 1994.4!        * +                           !!          .0  .   .          !
 1995.1!       *+                             !!          . 0 .   .          !
 1995.2!        +  *                          !!          .   .   0          !
 1995.3!           *+                         !!          .  0.   .          !
 1995.4!           +                          !!          .   .0  .          !
 1996.1!      *     +                         !!      0   .   .   .          !
 1996.2!       +                              !!          .  0.   .          !
 1996.3!        +*                            !!          .   . 0 .          !
 1996.4!          +                           !!          .   0   .          !
 1997.1!          *+                          !!          .  0.   .          !
 1997.2!        * +                           !!          .0  .   .          !
 1997.3!         +                            !!          .   .0  .          !
 1997.4!          + *                         !!          .   .  0.          !
 1998.1!         *  +                         !!          0   .   .          !
 1998.2!         + *                          !!          .   . 0 .          !
 1998.3!           +                          !!          .   0   .          !
 1998.4!           +*                         !!          .   . 0 .          !
 1999.1!           *+                         !!          .  0.   .          !
 1999.2!           +                          !!          .   .0  .          !
 1999.3!           + *                        !!          .   . 0 .          !
 1999.4!              +*                      !!          .   . 0 .          !
 2000.1!                +                     !!          .   .0  .          !
 2000.2!               *+                     !!          . 0 .   .          !
 2000.3!              *+                      !!          .  0.   .          !
 2000.4!              + *                     !!          .   . 0 .          !
 2001.1!             *  +                     !!          .0  .   .          !
 2001.2!              +*                      !!          .   .0  .          !
 2001.3!               +                      !!          .   .0  .          !
 2001.4!               +*                     !!          .   .0  .          !
 2002.1!              *+                      !!          .  0.   .          !
 2002.2!              +   *                   !!          .   .   0          !
 2002.3!                * +                   !!          . 0 .   .          !
 2002.4!                + *                   !!          .   .  0.          !
 2003.1!                *  +                  !!          .0  .   .          !
 2003.2!                 + *                  !!          .   .  0.          !
 2003.3!                   +  *               !!          .   .  0.          !
 2003.4!                     *+               !!          .  0.   .          !
 2004.1!                   *  +               !!          0   .   .          !
 2004.2!                   + *                !!          .   .  0.          !
 2004.3!                     *+               !!          .  0.   .          !
 2004.4!                   * +                !!          . 0 .   .          !
 2005.1!                    +*                !!          .   . 0 .          !
 2005.2!                     +  *             !!          .   .  0.          !
 2005.3!                       *+             !!          .   0   .          !
 2005.4!                      * +             !!          . 0 .   .          !
 2006.1!                      +               !!          .   .0  .          !
 2006.2!                       +*             !!          .   . 0 .          !
 2006.3!                        +             !!          .   0   .          !
 2006.4!                      * +             !!          .0  .   .          !
 2007.1!                      +*              !!          .   .0  .          !
 2007.2!                       +*             !!          .   .0  .          !
 2007.3!                        +             !!          .  0.   .          !
 2007.4!                       *+             !!          . 0 .   .          !
 2008.1!                       +              !!          .   0   .          !
 2008.2!                        + *           !!          .   .  0.          !
 2008.3!                          +           !!          .   0   .          !
 2008.4!                          *+          !!          .   0   .          !
 2009.1!                          +           !!          .  0.   .          !
 2009.2!                          +  *        !!          .   .   0          !
 2009.3!                           * +        !!          . 0 .   .          !
 2009.4!                         *  +         !!          .0  .   .          !
 2010.1!                          +           !!          .   0   .          !
 2010.2!                          + *         !!          .   . 0 .          !
 2010.3!                           *+         !!          .  0.   .          !
 2010.4!                          *+          !!          . 0 .   .          !
 2011.1!                          +*          !!          .   .0  .          !
 2011.2!                           +*         !!          .   .0  .          !
 2011.3!                            +         !!          .  0.   .          !
 2011.4!                            +         !!          .   .0  .          !
 2012.1!                          * +         !!          . 0 .   .          !
 2012.2!                          +  *        !!          .   .  0.          !
 2012.3!                             +        !!          .   .0  .          !
 2012.4!                             +        !!          .  0.   .          !


     17.46 percent of the residuals exceed 1 SE
      7.14 percent of the residuals exceed 2 SE
@@EQ 1516 LAAARJO C LAARJO(-1) PARJO;SMPL 2000.1 2012.4;OLS;EST 1516 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRJO=BRPX$Q/JOPMM;                                                     
 GENR LAABRJO=LOG(AABRJO+.00001);                                             
 GENR LABRJO=LOG(ABRJO+.00001);                                               
 LHS AABRJO=EXP(LAABRJO)-.00001;                                              
  EQ 1517 LAABRJO C LABRJO(-1) PBRJO;                                         
EQUATION 1067  LAABRJO  
   RHS     C  LABRJO(-1)  PBRJO  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1067 PLOT=0;END;                                                     

Equation number = 1067
**********************

Dependent variable = LAABRJO 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.540559795

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.914524664       0.556344778  -3.44126     1.000000
13610 LABRJO  ( -1)       0.562563013       0.076572861   7.34677    -4.538365
13608 PBRJO   (  0)      -0.057598603       0.285239885  -0.20193     1.265981

SE of equation            =     0.560999637
Sum of squared residuals  =  38.7106329      -0.358513219E-11
Average absolute error    =     0.428221835
Sum of ABS residuals      =  53.9559512    
R squared                 =   0.31337
Durbin-Watson statistic   =   2.09311
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                        +*            !!          .   .0  .          !
 1981.4!                      * +             !!          .  0.   .          !
 1982.1!                *     +               !!         0.   .   .          !
 1982.2!      *            +                  !!    0     .   .   .          !
 1982.3!             +           *            !!          .   .   .    0     !
 1982.4!                        +  *          !!          .   . 0 .          !
 1983.1!              *          +            !!      0   .   .   .          !
 1983.2!             *    +                   !!          0   .   .          !
 1983.3!                 +                    !!          .   0   .          !
 1983.4!                   +    *             !!          .   .   0          !
 1984.1!                      *+              !!          .  0.   .          !
 1984.2!                      +   *           !!          .   .  0.          !
 1984.3!                 *      +             !!        0 .   .   .          !
 1984.4!                 * +                  !!          .  0.   .          !
 1985.1!                   +  *               !!          .   . 0 .          !
 1985.2!            *         +               !!      0   .   .   .          !
 1985.3!                +   *                 !!          .   .  0.          !
 1985.4!                 *   +                !!          .0  .   .          !
 1986.1!         *         +                  !!      0   .   .   .          !
 1986.2!           *   +                      !!          .0  .   .          !
 1986.3!                +                     !!          .   0   .          !
 1986.4*                  +                   !0          .   .   .          !
 1987.1!         +  *                         !!          .   . 0 .          !
 1987.2!                +             *       !!          .   .   .      0   !
 1987.3!          *                +          !! 0        .   .   .          !
 1987.4!               +           *          !!          .   .   .    0     !
 1988.1!                         +   *        !!          .   .  0.          !
 1988.2!                          +    *      !!          .   .   0          !
 1988.3!                        *  +          !!          . 0 .   .          !
 1988.4!                       +        *     !!          .   .   . 0        !
 1989.1!                           +          !!          .  0.   .          !
 1989.2!                         +*           !!          .   .0  .          !
 1989.3!                   *    +             !!          0   .   .          !
 1989.4!                     +*               !!          .   .0  .          !
 1990.1!                   *  +               !!          .0  .   .          !
 1990.2!                   *+                 !!          .  0.   .          !
 1990.3!                    + *               !!          .   .0  .          !
 1990.4!                    * +               !!          .  0.   .          !
 1991.1!                     +       *        !!          .   .   . 0        !
 1991.2!                         *+           !!          .  0.   .          !
 1991.3!                      * +             !!          . 0 .   .          !
 1991.4!                     *+               !!          .  0.   .          !
 1992.1!                     +    *           !!          .   .   0          !
 1992.2!                        +   *         !!          .   .  0.          !
 1992.3!                          +  *        !!          .   .  0.          !
 1992.4!                          +     *     !!          .   .   0          !
 1993.1!                           +          !!          .   0   .          !
 1993.2!                         +    *       !!          .   .   0          !
 1993.3!                           +  *       !!          .   .  0.          !
 1993.4!                           +   *      !!          .   .  0.          !
 1994.1!                        *  +          !!          . 0 .   .          !
 1994.2!                       +  *           !!          .   .  0.          !
 1994.3!                        +  *          !!          .   . 0 .          !
 1994.4!                         +*           !!          .   .0  .          !
 1995.1!                        +      *      !!          .   .   .0         !
 1995.2!                           +   *      !!          .   .  0.          !
 1995.3!                           +    *     !!          .   .   0          !
 1995.4!                           +  *       !!          .   . 0 .          !
 1996.1!                 *        +           !!       0  .   .   .          !
 1996.2!                   +        *         !!          .   .   .  0       !
 1996.3!                         +        *   !!          .   .   .  0       !
 1996.4!                             +   *    !!          .   .  0.          !
 1997.1!                   *        +         !!       0  .   .   .          !
 1997.2!                   *+                 !!          .  0.   .          !
 1997.3!                    +  *              !!          .   . 0 .          !
 1997.4!                      +            *  !!          .   .   .     0    !
 1998.1!                             +        *!          .   .   .  0       !
 1998.2!                               +*     !!          .   .0  .          !
 1998.3!                           +     *    !!          .   .   0          !
 1998.4!                            + *       !!          .   . 0 .          !
 1999.1!                      *    +          !!          0   .   .          !
 1999.2!                      +               !!          .   0   .          !
 1999.3!                  *   +               !!          .0  .   .          !
 1999.4!                    +*                !!          .   .0  .          !
 2000.1!             *       +                !!       0  .   .   .          !
 2000.2!            *    +                    !!          0   .   .          !
 2000.3!              * +                     !!          . 0 .   .          !
 2000.4!            *    +                    !!          0   .   .          !
 2001.1!            *   +                     !!          .0  .   .          !
 2001.2!                + *                   !!          .   .0  .          !
 2001.3!                    +      *          !!          .   .   . 0        !
 2001.4!               *         +            !!      0   .   .   .          !
 2002.1!            *     +                   !!         0.   .   .          !
 2002.2!             *  +                     !!          . 0 .   .          !
 2002.3!                 + *                  !!          .   .0  .          !
 2002.4!               *    +                 !!          0   .   .          !
 2003.1!              *   +                   !!          .0  .   .          !
 2003.2!              *   +                   !!          .0  .   .          !
 2003.3!                 +*                   !!          .   .0  .          !
 2003.4!                  * +                 !!          .  0.   .          !
 2004.1!                   *+                 !!          .  0.   .          !
 2004.2!             *      +                 !!        0 .   .   .          !
 2004.3!                 +   *                !!          .   .   0          !
 2004.4!                   *  +               !!          . 0 .   .          !
 2005.1!                   *+                 !!          .  0.   .          !
 2005.2!                    +*                !!          .   .0  .          !
 2005.3!                     +  *             !!          .   . 0 .          !
 2005.4!                      *+              !!          .  0.   .          !
 2006.1!                  *   +               !!          .0  .   .          !
 2006.2!                  *+                  !!          .  0.   .          !
 2006.3!                    +*                !!          .   .0  .          !
 2006.4!                     +    *           !!          .   .   0          !
 2007.1!                        +*            !!          .   .0  .          !
 2007.2!                       +      *       !!          .   .   .0         !
 2007.3!                          +   *       !!          .   .  0.          !
 2007.4!                          +   *       !!          .   .  0.          !
 2008.1!                     *    +           !!          0   .   .          !
 2008.2!                     +         *      !!          .   .   .  0       !
 2008.3!                        *  +          !!          . 0 .   .          !
 2008.4!                       +              !!          .   0   .          !
 2009.1!                    * +               !!          . 0 .   .          !
 2009.2!                     + *              !!          .   . 0 .          !
 2009.3!                       +              !!          .   0   .          !
 2009.4!                      +               !!          .   0   .          !
 2010.1!                      +*              !!          .   .0  .          !
 2010.2!                   *  +               !!          .0  .   .          !
 2010.3!                    +   *             !!          .   .  0.          !
 2010.4!                       +    *         !!          .   .   0          !
 2011.1!                 *       +            !!        0 .   .   .          !
 2011.2!                *  +                  !!          .0  .   .          !
 2011.3!                  +   *               !!          .   .  0.          !
 2011.4!                      +               !!          .   0   .          !
 2012.1!                 *    +               !!          .0  .   .          !
 2012.2!                  *+                  !!          .  0.   .          !
 2012.3!                   +    *             !!          .   .  0.          !
 2012.4!                      *+              !!          .   0   .          !


     22.22 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
@@EQ 1518 LAACEJO C LACEJO(-1) PCEJO;SMPL 2003.3 2012.4;OLS;EST 1518 PLOT=0;EN
@@EQ 1519 LAAMEJO C LAMEJO(-1) PMEJO;SMPL 2013.1 2012.4;OLS;EST 1519 PLOT=0;EN
@@EQ 1520 LAAPEJO C LAPEJO(-1) PPEJO;SMPL 2001.1 2012.4;OLS;EST 1520 PLOT=0;EN
@@EQ 1521 LAATUJO C LATUJO(-1) PTUJO;SMPL 1996.1 2012.4;OLS;EST 1521 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDJO=PDPX$/JOPMM;                                                      
 GENR LAAPDJO=LOG(AAPDJO+.00001);                                             
 GENR LAPDJO=LOG(APDJO+.00001);                                               
 LHS AAPDJO=EXP(LAAPDJO)-.00001;                                              
  EQ 1522 LAAPDJO C LAPDJO(-1) PPDJO;                                         
EQUATION 1068  LAAPDJO  
   RHS     C  LAPDJO(-1)  PPDJO  
 SMPL 1985.3 2012.4;                                                          
Sample period is now  1985.3 to  2012.4 Internally:   135 to   244
 OLS;EST 1068 PLOT=0;END;                                                     

Equation number = 1068
**********************

Dependent variable = LAAPDJO 

 1985.3 -   2012.4,    0 missing obs.,  110 obs. used.

Mean of dependent variable       -6.169369422

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.561981179       0.455733469  -3.42740     1.000000
13613 LAPDJO  ( -1)       0.661136425       0.071953962   9.18833    -6.178690
13611 PPDJO   (  0)      -0.351667159       0.221142753  -1.59023     1.485584

SE of equation            =     0.419388447
Sum of squared residuals  =  18.8198736      -0.300737213E-11
Average absolute error    =     0.297964930
Sum of ABS residuals      =  32.7761422    
R squared                 =   0.50605
Durbin-Watson statistic   =   2.29572
SMPL and No. Obs.         = 1985.3   2012.4    110

Plot of actual(*) and fitted(+) values and residuals(0)


 1985.3!        *   +                         !!          0   .   .          !
 1985.4!    *      +                          !!        0 .   .   .          !
 1986.1!        +              *              !!          .   .   .       0  !
 1986.2!                 *   +                !!          .0  .   .          !
 1986.3!                  +  *                !!          .   .  0.          !
 1986.4!                    +                 *!          .   .   .         0!
 1987.1!             *                  +     !0          .   .   .          !
 1987.2!                +       *             !!          .   .   .  0       !
 1987.3!                       +    *         !!          .   .   0          !
 1987.4!                         + *          !!          .   .0  .          !
 1988.1!                        *+            !!          .  0.   .          !
 1988.2!                    * +               !!          . 0 .   .          !
 1988.3!                   +      *           !!          .   .   . 0        !
 1988.4!                       +              !!          .   0   .          !
 1989.1!                     +  *             !!          .   .  0.          !
 1989.2!                      +        *      !!          .   .   .   0      !
 1989.3!                          +      *    !!          .   .   .0         !
 1989.4!                            +  *      !!          .   .  0.          !
 1990.1!                        * +           !!          . 0 .   .          !
 1990.2!                      +   *           !!          .   .  0.          !
 1990.3!                      +       *       !!          .   .   . 0        !
 1990.4!                          +       *   !!          .   .   . 0        !
 1991.1!                             +*       !!          .   .0  .          !
 1991.2!                          +           !!          .   0   .          !
 1991.3!                       +              !!          .  0.   .          !
 1991.4!                      +     *         !!          .   .   .0         !
 1992.1!                    *    +            !!          0   .   .          !
 1992.2!                   +*                 !!          .   .0  .          !
 1992.3!                    +                 !!          .   0   .          !
 1992.4!                   +                  !!          .   0   .          !
 1993.1!                 *+                   !!          .  0.   .          !
 1993.2!                  +*                  !!          .   .0  .          !
 1993.3!                  +                   !!          .   0   .          !
 1993.4!                 + *                  !!          .   .0  .          !
 1994.1!                +                     !!          .   0   .          !
 1994.2!                + *                   !!          .   . 0 .          !
 1994.3!                 + *                  !!          .   .0  .          !
 1994.4!                  + *                 !!          .   .0  .          !
 1995.1!                * +                   !!          . 0 .   .          !
 1995.2!                +                     !!          .   0   .          !
 1995.3!                +                     !!          .   0   .          !
 1995.4!                +                     !!          .   0   .          !
 1996.1!                +      *              !!          .   .   . 0        !
 1996.2!                     +*               !!          .   .0  .          !
 1996.3!                    +    *            !!          .   .   0          !
 1996.4!                      + *             !!          .   .0  .          !
 1997.1!        *             +               !!   0      .   .   .          !
 1997.2!       *   +                          !!          .0  .   .          !
 1997.3!       * +                            !!          . 0 .   .          !
 1997.4!       *  +                           !!          . 0 .   .          !
 1998.1!          +    *                      !!          .   .   0          !
 1998.2!              *+                      !!          .  0.   .          !
 1998.3!              +                       !!          .   0   .          !
 1998.4!              +                       !!          .   0   .          !
 1999.1!          *  +                        !!          . 0 .   .          !
 1999.2!         * +                          !!          . 0 .   .          !
 1999.3!         * +                          !!          .  0.   .          !
 1999.4!            +                         !!          .   0   .          !
 2000.1!*            +                        !!    0     .   .   .          !
 2000.2!      +   *                           !!          .   .  0.          !
 2000.3!            +                         !!          .   0   .          !
 2000.4!          *   +                       !!          .0  .   .          !
 2001.1!         *  +                         !!          .0  .   .          !
 2001.2*           +                          !!    0     .   .   .          !
 2001.3!    + *                               !!          .   . 0 .          !
 2001.4!    *     +                           !!          0   .   .          !
 2002.1!       *+                             !!          .  0.   .          !
 2002.2!       *  +                           !!          . 0 .   .          !
 2002.3!         *+                           !!          .  0.   .          !
 2002.4!    *      +                          !!        0 .   .   .          !
 2003.1!         +  *                         !!          .   . 0 .          !
 2003.2!            * +                       !!          .  0.   .          !
 2003.3!              +                       !!          .   0   .          !
 2003.4!              * +                     !!          .  0.   .          !
 2004.1!                +                     !!          .   0   .          !
 2004.2!               * +                    !!          .  0.   .          !
 2004.3!           *     +                    !!         0.   .   .          !
 2004.4!              +                       !!          .   0   .          !
 2005.1!                +       *             !!          .   .   . 0        !
 2005.2!                      +  *            !!          .   . 0 .          !
 2005.3!                     * +              !!          .  0.   .          !
 2005.4!                     +      *         !!          .   .   . 0        !
 2006.1!                       * +            !!          . 0 .   .          !
 2006.2!                      + *             !!          .   . 0 .          !
 2006.3!            *          +              !!     0    .   .   .          !
 2006.4!               +  *                   !!          .   .  0.          !
 2007.1!              *    +                  !!          0   .   .          !
 2007.2!                *+                    !!          .  0.   .          !
 2007.3!              *   +                   !!          .0  .   .          !
 2007.4!                +       *             !!          .   .   . 0        !
 2008.1!                       +    *         !!          .   .   0          !
 2008.2!                          +        *  !!          .   .   .  0       !
 2008.3!                            *  +      !!          . 0 .   .          !
 2008.4!                     *    +           !!          0   .   .          !
 2009.1!                *    +                !!          0   .   .          !
 2009.2!                  + *                 !!          .   . 0 .          !
 2009.3!            *        +                !!       0  .   .   .          !
 2009.4!              *+                      !!          .  0.   .          !
 2010.1!                +    *                !!          .   .   0          !
 2010.2!                 *   +                !!          .0  .   .          !
 2010.3!                *  +                  !!          . 0 .   .          !
 2010.4!                  +*                  !!          .   .0  .          !
 2011.1!                   *+                 !!          .  0.   .          !
 2011.2!               *    +                 !!          0   .   .          !
 2011.3!             *   +                    !!          .0  .   .          !
 2011.4!                +        *            !!          .   .   .  0       !
 2012.1!                    *   +             !!          .0  .   .          !
 2012.2!                    +*                !!          .   .0  .          !
 2012.3!                  *  +                !!          . 0 .   .          !
 2012.4!                   +  *               !!          .   .  0.          !


     22.73 percent of the residuals exceed 1 SE
      6.36 percent of the residuals exceed 2 SE
@@EQ 1523 LAARUJO C LARUJO(-1) PRUJO;SMPL 1992.3 2012.4;OLS;EST 1523 PLOT=0;EN
@@EQ 1524 LAAUEJO C LAUEJO(-1) PUEJO;SMPL 1995.3 2012.4;OLS;EST 1524 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PEGJO=EGPX$/JOPMM;                                                      
 GENR LAAEGJO=LOG(AAEGJO+.00001);                                             
 GENR LAEGJO=LOG(AEGJO+.00001);                                               
 LHS AAEGJO=EXP(LAAEGJO)-.00001;                                              
  EQ 1525 LAAEGJO C LAEGJO(-1) PEGJO;                                         
EQUATION 1069  LAAEGJO  
   RHS     C  LAEGJO(-1)  PEGJO  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1069 PLOT=0;END;                                                     

Equation number = 1069
**********************

Dependent variable = LAAEGJO 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.004242570

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.014375884       0.316746823  -0.04539     1.000000
13616 LAEGJO  ( -1)       0.928018739       0.024767625  37.46902    -5.052563
13614 PEGJO   (  0)      -0.204233515       0.215682951  -0.94692     1.473770

SE of equation            =     0.433291685
Sum of squared residuals  =  23.0922271      -0.483835194E-11
Average absolute error    =     0.290577247
Sum of ABS residuals      =  36.6127331    
R squared                 =   0.92404
Durbin-Watson statistic   =   2.41707
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!    *  +                              !!        0 .   .   .          !
 1981.4*      +                               !! 0        .   .   .          !
 1982.1! +*                                   !!          .   . 0 .          !
 1982.2!     + *                              !!          .   .   .0         !
 1982.3!     *   +                            !!     0    .   .   .          !
 1982.4!      +                               !!          .   0   .          !
 1983.1!        + *                           !!          .   .   0          !
 1983.2!            +*                        !!          .   . 0 .          !
 1983.3!              +    *                  !!          .   .   .     0    !
 1983.4!                 *  +                 !!        0 .   .   .          !
 1984.1!                 *+                   !!          . 0 .   .          !
 1984.2!                  +      *            !!          .   .   .         0!
 1984.3!                   *     +            !!  0       .   .   .          !
 1984.4!                    +                 !!          .  0.   .          !
 1985.1!                    +                 !!          .   0   .          !
 1985.2!                     +*               !!          .   . 0 .          !
 1985.3!                     * +              !!          .0  .   .          !
 1985.4!                     *+               !!          . 0 .   .          !
 1986.1!                   *  +               !!        0 .   .   .          !
 1986.2!                   + *                !!          .   .   0          !
 1986.3!                      + *             !!          .   .   0          !
 1986.4!                     *  +             !!        0 .   .   .          !
 1987.1!                     *+               !!          .  0.   .          !
 1987.2!                      +               !!          .   0   .          !
 1987.3!                       +  *           !!          .   .   .  0       !
 1987.4!                   *       +          !0          .   .   .          !
 1988.1!                    +  *              !!          .   .   . 0        !
 1988.2!                        + *           !!          .   .   .0         !
 1988.3!                          + *         !!          .   .  0.          !
 1988.4!                            + *       !!          .   .  0.          !
 1989.1!                           * +        !!        0 .   .   .          !
 1989.2!                           +*         !!          .   .  0.          !
 1989.3!                            +         !!          .  0.   .          !
 1989.4!                            +         !!          .  0.   .          !
 1990.1!                         *  +         !!         0.   .   .          !
 1990.2!                         *+           !!          .  0.   .          !
 1990.3!                         +*           !!          .   . 0 .          !
 1990.4!                          *+          !!          .   0   .          !
 1991.1!                           +   *      !!          .   .   .   0      !
 1991.2!                               +      !!          .   .0  .          !
 1991.3!                              *+      !!          .0  .   .          !
 1991.4!                             *+       !!          .  0.   .          !
 1992.1!                             +        !!          .   0   .          !
 1992.2!                            *+        !!          .0  .   .          !
 1992.3!                            +*        !!          .   0   .          !
 1992.4!                           * +        !!          .0  .   .          !
 1993.1!                       *   +          !!     0    .   .   .          !
 1993.2!                       +*             !!          .   .0  .          !
 1993.3!                        +             !!          .  0.   .          !
 1993.4!                        +             !!          .   0   .          !
 1994.1!                        +*            !!          .   .0  .          !
 1994.2!                         +            !!          .   .0  .          !
 1994.3!                          +           !!          .   .0  .          !
 1994.4!                          +           !!          .  0.   .          !
 1995.1!                          +*          !!          .   . 0 .          !
 1995.2!                           + *        !!          .   .   0          !
 1995.3!                          *  +        !!         0.   .   .          !
 1995.4!                         *+           !!          . 0 .   .          !
 1996.1!                          +  *        !!          .   .   .  0       !
 1996.2!                            *+        !!          . 0 .   .          !
 1996.3!                            +*        !!          .   .0  .          !
 1996.4!                            *+        !!          .  0.   .          !
 1997.1!                          * +         !!          0   .   .          !
 1997.2!                          +           !!          .  0.   .          !
 1997.3!                          +           !!          .   0   .          !
 1997.4!                         *+           !!          .  0.   .          !
 1998.1!                         +            !!          .  0.   .          !
 1998.2!                         +*           !!          .   .0  .          !
 1998.3!                        * +           !!          .0  .   .          !
 1998.4!                        + *           !!          .   .  0.          !
 1999.1!                         *+           !!          . 0 .   .          !
 1999.2!                         +            !!          .   .0  .          !
 1999.3!                         +            !!          .   0   .          !
 1999.4!                         +*           !!          .   . 0 .          !
 2000.1!                          +           !!          .   .0  .          !
 2000.2!                          + *         !!          .   . 0 .          !
 2000.3!                            +         !!          .   .0  .          !
 2000.4!                            +         !!          .   0   .          !
 2001.1!                        *   +         !!     0    .   .   .          !
 2001.2!                        + *           !!          .   .   .0         !
 2001.3!                         *+           !!          . 0 .   .          !
 2001.4!                       * +            !!          0   .   .          !
 2002.1!                        +    *        !!          .   .   .      0   !
 2002.2!                             + *      !!          .   .  0.          !
 2002.3!                               +      !!          .   .0  .          !
 2002.4!                               +      !!          .   0   .          !
 2003.1!                             * +      !!          .0  .   .          !
 2003.2!                              +       !!          .   .0  .          !
 2003.3!                              +       !!          .   0   .          !
 2003.4!                              +*      !!          .   . 0 .          !
 2004.1!                               +*     !!          .   . 0 .          !
 2004.2!                               *+     !!          . 0 .   .          !
 2004.3!                               +*     !!          .   .0  .          !
 2004.4!                              * +     !!          . 0 .   .          !
 2005.1!                               +*     !!          .   .  0.          !
 2005.2!                                +     !!          .   0   .          !
 2005.3!                                +*    !!          .   . 0 .          !
 2005.4!                                *+    !!          .  0.   .          !
 2006.1!                                +     !!          .  0.   .          !
 2006.2!                                + *   !!          .   .   0          !
 2006.3!                                 +    !!          .   0   .          !
 2006.4!                                *+    !!          . 0 .   .          !
 2007.1!                                +*    !!          .   . 0 .          !
 2007.2!                                 +*   !!          .   .0  .          !
 2007.3!                                 *+   !!          .  0.   .          !
 2007.4!                                 +    !!          .  0.   .          !
 2008.1!                                 +  * !!          .   .   . 0        !
 2008.2!                                   +* !!          .   . 0 .          !
 2008.3!                                    + !!          .   0   .          !
 2008.4!                                    + !!          .  0.   .          !
 2009.1!                                    +*!!          .   .  0.          !
 2009.2!                                     +*!          .   . 0 .          !
 2009.3!                                      +!          .   .0  .          !
 2009.4!                                      +!          .   0   .          !
 2010.1!                                     +!!          .   0   .          !
 2010.2!                                     +!!          .   0   .          !
 2010.3!                                    + !!          .   0   .          !
 2010.4!                                    + !!          .   0   .          !
 2011.1!                                    +*!!          .   . 0 .          !
 2011.2!                                    *+!!          .   0   .          !
 2011.3!                                    + !!          .   0   .          !
 2011.4!                                    + !!          .   0   .          !
 2012.1!                                   *+ !!          . 0 .   .          !
 2012.2!                                  *+  !!          . 0 .   .          !
 2012.3!                                  + * !!          .   .   0          !
 2012.4!                                  * + !!          0   .   .          !


     20.63 percent of the residuals exceed 1 SE
      7.14 percent of the residuals exceed 2 SE
@@EQ 1526 LAAISJO C LAISJO(-1) PISJO;SMPL 1996.3 2012.4;OLS;EST 1526 PLOT=0;EN
@EQ  1527 LAAKEJO C LAKEJO(-1) PKEJO;SMPL 1989.1 2012.4;OLS;EST 1527 PLOT=0;EN
@@EQ 1528 LAABAJO C LABAJO(-1) PBAJO;SMPL 1998.3 2012.4;OLS;EST 1528 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKJO=HKPX$/JOPMM;                                                      
 GENR LAAHKJO=LOG(AAHKJO+.00001);                                             
 GENR LAHKJO=LOG(AHKJO+.00001);                                               
 LHS AAHKJO=EXP(LAAHKJO)-.00001;                                              
  EQ 1529 LAAHKJO C LAHKJO(-1) PHKJO;                                         
EQUATION 1070  LAAHKJO  
   RHS     C  LAHKJO(-1)  PHKJO  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1070 PLOT=0;END;                                                     

Equation number = 1070
**********************

Dependent variable = LAAHKJO 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.426788681

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.352899557       0.131170393  -2.69039     1.000000
13619 LAHKJO  ( -1)       0.903422775       0.033134364  27.26543    -5.433104
13617 PHKJO   (  0)      -0.086596228       0.048282474  -1.79353     1.911159

SE of equation            =     0.272054656
Sum of squared residuals  =  13.6925412       0.113176135E-10
Average absolute error    =     0.189331226
Sum of ABS residuals      =  35.5942704    
R squared                 =   0.90326
Durbin-Watson statistic   =   2.66295
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!            +                         !!           .  0  .           !
 1966.2!          * +                         !!           .0 .  .           !
 1966.3!          +*                          !!           .  .0 .           !
 1966.4!           +                          !!           .  0  .           !
 1967.1!          *+                          !!           . 0.  .           !
 1967.2!          +                           !!           .  0  .           !
 1967.3!          +*                          !!           .  0  .           !
 1967.4!        *  +                          !!           0  .  .           !
 1968.1!     *  +                             !!           0  .  .           !
 1968.2!   * +                                !!           .0 .  .           !
 1968.3!    +*                                !!           .  .0 .           !
 1968.4!      +*                              !!           .  .0 .           !
 1969.1!        +  *                          !!           .  .  0           !
 1969.2!           +                          !!           .  0  .           !
 1969.3!       *    +                         !!          0.  .  .           !
 1969.4!        + *                           !!           .  . 0.           !
 1970.1!       *  +                           !!           0  .  .           !
 1970.2!       *+                             !!           .0 .  .           !
 1970.3!       +*                             !!           .  .0 .           !
 1970.4!        +*                            !!           .  .0 .           !
 1971.1!        *+                            !!           . 0.  .           !
 1971.2!        + *                           !!           .  . 0.           !
 1971.3!          +                           !!           .  0  .           !
 1971.4!          +*                          !!           .  0  .           !
 1972.1!         * +                          !!           .0 .  .           !
 1972.2!         *+                           !!           . 0.  .           !
 1972.3!       * +                            !!           .0 .  .           !
 1972.4!      * +                             !!           .0 .  .           !
 1973.1!       +       *                      !!           .  .  .    0      !
 1973.2*               +                      !0           .  .  .           !
 1973.3!+        *                            !!           .  .  .     0     !
 1973.4!      *  +                            !!           0  .  .           !
 1974.1!     +       *                        !!           .  .  .    0      !
 1974.2!         *   +                        !!          0.  .  .           !
 1974.3!         +*                           !!           .  .0 .           !
 1974.4!          +                           !!           .  0  .           !
 1975.1!            + *                       !!           .  . 0.           !
 1975.2!             * +                      !!           . 0.  .           !
 1975.3!              + *                     !!           .  . 0.           !
 1975.4!            *   +                     !!         0 .  .  .           !
 1976.1!             +                        !!           .  0  .           !
 1976.2!              +*                      !!           .  .0 .           !
 1976.3!               +                      !!           .  0  .           !
 1976.4!                +*                    !!           .  .0 .           !
 1977.1!                  +                   !!           .  0  .           !
 1977.2!                  +*                  !!           .  .0 .           !
 1977.3!               *   +                  !!          0.  .  .           !
 1977.4!                +                     !!           .  0  .           !
 1978.1!                +                     !!           .  0  .           !
 1978.2!                + *                   !!           .  .0 .           !
 1978.3!              *   +                   !!           0  .  .           !
 1978.4!               +                      !!           .  0  .           !
 1979.1!                +  *                  !!           .  .  0           !
 1979.2!                   +*                 !!           .  .0 .           !
 1979.3!                   *+                 !!           . 0.  .           !
 1979.4!                   *+                 !!           . 0.  .           !
 1980.1!                   +    *             !!           .  .  . 0         !
 1980.2!                       *+             !!           . 0.  .           !
 1980.3!                      *+              !!           . 0.  .           !
 1980.4!                   *  +               !!           0  .  .           !
 1981.1!                    + *               !!           .  . 0.           !
 1981.2!                   *  +               !!           .0 .  .           !
 1981.3!                    + *               !!           .  . 0.           !
 1981.4!               *      +               !!        0  .  .  .           !
 1982.1!               *+                     !!           . 0.  .           !
 1982.2!               *+                     !!           .0 .  .           !
 1982.3!           *   +                      !!          0.  .  .           !
 1982.4!             + *                      !!           .  . 0.           !
 1983.1!               *+                     !!           . 0.  .           !
 1983.2!                +                     !!           .  0  .           !
 1983.3!               * +                    !!           . 0.  .           !
 1983.4!               *+                     !!           . 0.  .           !
 1984.1!                + *                   !!           .  . 0.           !
 1984.2!                  *+                  !!           . 0.  .           !
 1984.3!                  +                   !!           .  0  .           !
 1984.4!                 * +                  !!           .0 .  .           !
 1985.1!                  +*                  !!           .  . 0.           !
 1985.2!                  * +                 !!           .0 .  .           !
 1985.3!               *   +                  !!          0.  .  .           !
 1985.4!                +  *                  !!           .  .  .0          !
 1986.1!                    +*                !!           .  .0 .           !
 1986.2!                  *  +                !!           0  .  .           !
 1986.3!               *   +                  !!          0.  .  .           !
 1986.4!                +*                    !!           .  .0 .           !
 1987.1!                 *+                   !!           . 0.  .           !
 1987.2!                 *+                   !!           . 0.  .           !
 1987.3!                  +*                  !!           .  .0 .           !
 1987.4!                 * +                  !!           0  .  .           !
 1988.1!                 +*                   !!           .  0  .           !
 1988.2!                  +  *                !!           .  . 0.           !
 1988.3!                     +                !!           .  0  .           !
 1988.4!                    *+                !!           . 0.  .           !
 1989.1!                   *+                 !!           . 0.  .           !
 1989.2!                    +   *             !!           .  .  .0          !
 1989.3!                      *+              !!           . 0.  .           !
 1989.4!                    * +               !!           .0 .  .           !
 1990.1!                    +                 !!           .  0  .           !
 1990.2!                    +*                !!           .  .0 .           !
 1990.3!                     +*               !!           .  0  .           !
 1990.4!                  *   +               !!          0.  .  .           !
 1991.1!                   +*                 !!           .  . 0.           !
 1991.2!                     +   *            !!           .  .  .0          !
 1991.3!                         +      *     !!           .  .  .   0       !
 1991.4!                               +      !!           .  0  .           !
 1992.1!                             * +      !!           . 0.  .           !
 1992.2!                           * +        !!           .0 .  .           !
 1992.3!                      *    +          !!          0.  .  .           !
 1992.4!                      +*              !!           .  .0 .           !
 1993.1!                       +   *          !!           .  .  .0          !
 1993.2!                     *     +          !!         0 .  .  .           !
 1993.3!                     + *              !!           .  . 0.           !
 1993.4!                       +              !!           .  .0 .           !
 1994.1!                       +              !!           .  0  .           !
 1994.2!                       +*             !!           .  .0 .           !
 1994.3!                       *+             !!           . 0.  .           !
 1994.4!                       +              !!           .  .0 .           !
 1995.1!                       + *            !!           .  .0 .           !
 1995.2!                        + *           !!           .  .0 .           !
 1995.3!                         +            !!           .  0  .           !
 1995.4!                        +             !!           . 0.  .           !
 1996.1!                       +*             !!           .  .0 .           !
 1996.2!                       *+             !!           . 0.  .           !
 1996.3!                       +              !!           .  0  .           !
 1996.4!                       +              !!           .  0  .           !
 1997.1!                       +              !!           .  0  .           !
 1997.2!                      *+              !!           . 0.  .           !
 1997.3!                    * +               !!           .0 .  .           !
 1997.4!                    +  *              !!           .  .  0           !
 1998.1!                     * +              !!           . 0.  .           !
 1998.2!                     +*               !!           .  .0 .           !
 1998.3!                      +*              !!           .  .0 .           !
 1998.4!                      +               !!           .  0  .           !
 1999.1!                      +               !!           .  0  .           !
 1999.2!                      +*              !!           .  .0 .           !
 1999.3!                      *+              !!           . 0.  .           !
 1999.4!                      + *             !!           .  . 0.           !
 2000.1!                        +             !!           .  0  .           !
 2000.2!                        +             !!           .  0  .           !
 2000.3!                        +*            !!           .  .0 .           !
 2000.4!                         + *          !!           .  . 0.           !
 2001.1!                           +   *      !!           .  .  .0          !
 2001.2!                              +*      !!           .  .0 .           !
 2001.3!                          *   +       !!           0  .  .           !
 2001.4!                          +  *        !!           .  .  0           !
 2002.1!                             + *      !!           .  .  0           !
 2002.2!                              +     * !!           .  .  . 0         !
 2002.3!                                *  +  !!           .0 .  .           !
 2002.4!                               +    * !!           .  .  .0          !
 2003.1!                                   + *!!           .  . 0.           !
 2003.2!                                    +*!!           .  . 0.           !
 2003.3!                                   *+ !!           . 0.  .           !
 2003.4!                                  +*  !!           .  .0 .           !
 2004.1!                                  + * !!           .  . 0.           !
 2004.2!                                   + *!!           .  .0 .           !
 2004.3!                                  * + !!           . 0.  .           !
 2004.4!                                  + * !!           .  . 0.           !
 2005.1!                                 * +  !!           .0 .  .           !
 2005.2!                                 +*   !!           .  . 0.           !
 2005.3!                                 +    *!           .  .  . 0         !
 2005.4!                                    *+!!           . 0.  .           !
 2006.1!                                   + *!!           .  . 0.           !
 2006.2!                                    + !!           .  0  .           !
 2006.3!                                   +* !!           .  .0 .           !
 2006.4!                                   +  !!           .  0  .           !
 2007.1!                                   + *!!           .  . 0.           !
 2007.2!                                    + !!           .  0  .           !
 2007.3!                                  *+  !!           . 0.  .           !
 2007.4!                                 +    !!           . 0.  .           !
 2008.1!                                +*    !!           .  .0 .           !
 2008.2!                                *+    !!           . 0.  .           !
 2008.3!                             * +      !!           .0 .  .           !
 2008.4!                             +        !!           .  .0 .           !
 2009.1!                          *  +        !!           0  .  .           !
 2009.2!                          +*          !!           .  .0 .           !
 2009.3!                         * +          !!           .0 .  .           !
 2009.4!                         +            !!           .  0  .           !
 2010.1!                         + *          !!           .  . 0.           !
 2010.2!                         * +          !!           .0 .  .           !
 2010.3!                         *+           !!           . 0.  .           !
 2010.4!                         +*           !!           .  .0 .           !
 2011.1!                          + *         !!           .  . 0.           !
 2011.2!                         *  +         !!           0  .  .           !
 2011.3!                         +            !!           .  0  .           !
 2011.4!                         +            !!           .  0  .           !
 2012.1!                         +*           !!           .  .0 .           !
 2012.2!                         *+           !!           . 0.  .           !
 2012.3!                        *+            !!           . 0.  .           !
 2012.4!                       * +            !!           .0 .  .           !


     20.74 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIJO=SIPX$/JOPMM;                                                      
 GENR LAASIJO=LOG(AASIJO+.00001);                                             
 GENR LASIJO=LOG(ASIJO+.00001);                                               
 LHS AASIJO=EXP(LAASIJO)-.00001;                                              
  EQ 1530 LAASIJO C LASIJO(-1) PSIJO;                                         
EQUATION 1071  LAASIJO  
   RHS     C  LASIJO(-1)  PSIJO  
 SMPL 1973.2 2012.4;                                                          
Sample period is now  1973.2 to  2012.4 Internally:    86 to   244
 OLS;EST 1071 PLOT=0;END;                                                     

Equation number = 1071
**********************

Dependent variable = LAASIJO 

 1973.2 -   2012.4,    0 missing obs.,  159 obs. used.

Mean of dependent variable       -5.988826272

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.438790852       0.343061374  -4.19398     1.000000
13622 LASIJO  ( -1)       0.705940204       0.056532433  12.48735    -5.992565
13620 PSIJO   (  0)      -0.174307987       0.117052339  -1.48915     1.833780

SE of equation            =     0.494962053
Sum of squared residuals  =  38.2180397      -0.154383173E-10
Average absolute error    =     0.342475468
Sum of ABS residuals      =  54.4535994    
R squared                 =   0.54554
Durbin-Watson statistic   =   2.18813
SMPL and No. Obs.         = 1973.2   2012.4    159

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.2!      *        +                      !!    0     .   .   .          !
 1973.3!          + *                         !!          .   . 0 .          !
 1973.4!              +*                      !!          .   . 0 .          !
 1974.1!             * +                      !!          .0  .   .          !
 1974.2!     *         +                      !!   0      .   .   .          !
 1974.3*         +                            !!   0      .   .   .          !
 1974.4!   * +                                !!          . 0 .   .          !
 1975.1!        +                             !!          .   0   .          !
 1975.2!           +                          !!          .   0   .          !
 1975.3!         *    +                       !!         0.   .   .          !
 1975.4!           *+                         !!          .  0.   .          !
 1976.1!          *  +                        !!          0   .   .          !
 1976.2!             +                        !!          .   0   .          !
 1976.3!            * +                       !!          .0  .   .          !
 1976.4!          *   +                       !!          0   .   .          !
 1977.1!             +         *              !!          .   .   .      0   !
 1977.2!                      + *             !!          .   . 0 .          !
 1977.3!                    * +               !!          .0  .   .          !
 1977.4!               *   +                  !!         0.   .   .          !
 1978.1!                +    *                !!          .   .   .0         !
 1978.2!          *         +                 !!  0       .   .   .          !
 1978.3!           *+                         !!          .  0.   .          !
 1978.4!          *  +                        !!          0   .   .          !
 1979.1!            +   *                     !!          .   .   0          !
 1979.2!                 +    *               !!          .   .   .0         !
 1979.3!              *      +                !!      0   .   .   .          !
 1979.4!                +                     !!          .   .0  .          !
 1980.1!                 +    *               !!          .   .   . 0        !
 1980.2!                  *  +                !!          0   .   .          !
 1980.3!              *   +                   !!         0.   .   .          !
 1980.4!               +     *                !!          .   .   . 0        !
 1981.1!                    +*                !!          .   .0  .          !
 1981.2!              *     +                 !!        0 .   .   .          !
 1981.3!               +   *                  !!          .   .   .0         !
 1981.4!                * +                   !!          .0  .   .          !
 1982.1!               *+                     !!          .  0.   .          !
 1982.2!               *+                     !!          .  0.   .          !
 1982.3!            *   +                     !!          0   .   .          !
 1982.4!       *      +                       !!      0   .   .   .          !
 1983.1!          +*                          !!          .   .0  .          !
 1983.2!             + *                      !!          .   . 0 .          !
 1983.3!             *  +                     !!          0   .   .          !
 1983.4!               +  *                   !!          .   .   0          !
 1984.1!                  +*                  !!          .   .0  .          !
 1984.2!                  *+                  !!          .  0.   .          !
 1984.3!                  +                   !!          .  0.   .          !
 1984.4!                  +    *              !!          .   .   .0         !
 1985.1!                     + *              !!          .   .0  .          !
 1985.2!                     +*               !!          .   .0  .          !
 1985.3!                   * +                !!          . 0 .   .          !
 1985.4!                   +                  !!          .   .0  .          !
 1986.1!                   +*                 !!          .   .0  .          !
 1986.2!                  * +                 !!          . 0 .   .          !
 1986.3!                *  +                  !!          .0  .   .          !
 1986.4!                 + *                  !!          .   . 0 .          !
 1987.1!                   +*                 !!          .   .0  .          !
 1987.2!                   *+                 !!          .  0.   .          !
 1987.3!                 * +                  !!          .0  .   .          !
 1987.4!                  +                   !!          .   0   .          !
 1988.1!                  + *                 !!          .   .0  .          !
 1988.2!                    +    *            !!          .   .   . 0        !
 1988.3!                      *+              !!          . 0 .   .          !
 1988.4!                     +  *             !!          .   .  0.          !
 1989.1!                      +*              !!          .   .0  .          !
 1989.2!                      +  *            !!          .   .  0.          !
 1989.3!                       +              !!          .   0   .          !
 1989.4!                      +   *           !!          .   .   0          !
 1990.1!                        +*            !!          .   .0  .          !
 1990.2!                      *+              !!          .  0.   .          !
 1990.3!                     +                !!          .   .0  .          !
 1990.4!                    +      *          !!          .   .   .  0       !
 1991.1!                      * +             !!          . 0 .   .          !
 1991.2!                     +           *    !!          .   .   .        0 !
 1991.3!                             +        *!          .   .   .     0    !
 1991.4!                                 +*   !!          .   . 0 .          !
 1992.1!                              +       !!          .   0   .          !
 1992.2!                           +        * !!          .   .   .     0    !
 1992.3!                               +      !!          .   0   .          !
 1992.4!                            + *       !!          .   .  0.          !
 1993.1!                      *    +          !!         0.   .   .          !
 1993.2!                     *+               !!          .  0.   .          !
 1993.3!                    +         *       !!          .   .   .      0   !
 1993.4!                          + *         !!          .   . 0 .          !
 1994.1!                     *   +            !!         0.   .   .          !
 1994.2!                    +*                !!          .   . 0 .          !
 1994.3!                    + *               !!          .   . 0 .          !
 1994.4!                     +*               !!          .   .0  .          !
 1995.1!                  *  +                !!          .0  .   .          !
 1995.2!                  +*                  !!          .   0   .          !
 1995.3!                   +                  !!          .   0   .          !
 1995.4!                  *+                  !!          .  0.   .          !
 1996.1!                  +   *               !!          .   .   0          !
 1996.2!                   * +                !!          . 0 .   .          !
 1996.3!                 * +                  !!          . 0 .   .          !
 1996.4!                 *+                   !!          .  0.   .          !
 1997.1!                  +*                  !!          .   .0  .          !
 1997.2!                 * +                  !!          .0  .   .          !
 1997.3!                 +*                   !!          .   .0  .          !
 1997.4!                  +  *                !!          .   .  0.          !
 1998.1!                    + *               !!          .   . 0 .          !
 1998.2!                    *+                !!          . 0 .   .          !
 1998.3!                   *+                 !!          .  0.   .          !
 1998.4!                 * +                  !!          . 0 .   .          !
 1999.1!                  + *                 !!          .   .  0.          !
 1999.2!                  * +                 !!          . 0 .   .          !
 1999.3!                  *+                  !!          .   0   .          !
 1999.4!                   + *                !!          .   .  0.          !
 2000.1!                    *+                !!          .  0.   .          !
 2000.2!                    + *               !!          .   .  0.          !
 2000.3!                      +               !!          .   0   .          !
 2000.4!                 *   +                !!          0   .   .          !
 2001.1!                  +*                  !!          .   .0  .          !
 2001.2!                  *+                  !!          .  0.   .          !
 2001.3!                  +*                  !!          .   0   .          !
 2001.4!                   +*                 !!          .   .0  .          !
 2002.1!                    +*                !!          .   0   .          !
 2002.2!                    + *               !!          .   . 0 .          !
 2002.3!                      +               !!          .   0   .          !
 2002.4!                     +  *             !!          .   .  0.          !
 2003.1!                  *    +              !!        0 .   .   .          !
 2003.2!                   +*                 !!          .   .0  .          !
 2003.3!                    +*                !!          .   .0  .          !
 2003.4!                     +                !!          .   0   .          !
 2004.1!                      +               !!          .   0   .          !
 2004.2!                      +*              !!          .   .0  .          !
 2004.3!                       +              !!          .   0   .          !
 2004.4!                       +*             !!          .   .0  .          !
 2005.1!                     * +              !!          .0  .   .          !
 2005.2!                     + *              !!          .   . 0 .          !
 2005.3!                      +               !!          .   0   .          !
 2005.4!                      +               !!          .   0   .          !
 2006.1!                      +*              !!          .   . 0 .          !
 2006.2!                      *+              !!          .  0.   .          !
 2006.3!                      +  *            !!          .   .  0.          !
 2006.4!                      * +             !!          . 0 .   .          !
 2007.1!                      +*              !!          .   .0  .          !
 2007.2!                       +   *          !!          .   .   .0         !
 2007.3!                     *    +           !!         0.   .   .          !
 2007.4!                      +  *            !!          .   .   0          !
 2008.1!                      * +             !!          .0  .   .          !
 2008.2!                      +               !!          .   0   .          !
 2008.3!                      +     *         !!          .   .   .  0       !
 2008.4!                    *      +          !!      0   .   .   .          !
 2009.1!                 *   +                !!          0   .   .          !
 2009.2!                  *+                  !!          .   0   .          !
 2009.3!                *   +                 !!          0   .   .          !
 2009.4!                  +     *             !!          .   .   . 0        !
 2010.1!                      *+              !!          . 0 .   .          !
 2010.2!                      +           *   !!          .   .   .        0 !
 2010.3!                    *         +       !!   0      .   .   .          !
 2010.4!                    *+                !!          .  0.   .          !
 2011.1!                   * +                !!          . 0 .   .          !
 2011.2!                    +                 !!          .  0.   .          !
 2011.3!                    + *               !!          .   . 0 .          !
 2011.4!                   *  +               !!          .0  .   .          !
 2012.1!                   *+                 !!          .  0.   .          !
 2012.2!                    +                 !!          .  0.   .          !
 2012.3!                     +            *   !!          .   .   .          0
 2012.4!                  *            +      !!0         .   .   .          !


     22.01 percent of the residuals exceed 1 SE
      8.18 percent of the residuals exceed 2 SE
@@EQ 1531 LAAVIJO C LAVIJO(-1) PVIJO;SMPL 2013.1 2012.4;OLS;EST 1531 PLOT=0;EN
@@EQ 1532 LAANIJO C LANIJO(-1) PNIJO;SMPL 2013.1 2012.4;OLS;EST 1532 PLOT=0;EN
@@EQ 1533 LAAALJO C LAALJO(-1) PALJO;SMPL 2004.1 2012.4;OLS;EST 1533 PLOT=0;EN
@@EQ 1534 LAAIAJO C LAIAJO(-1) PIAJO;SMPL 1985.2 2012.4;OLS;EST 1534 PLOT=0;EN
@@EQ 1535 LAAINJO C LAINJO(-1) PINJO;SMPL 2000.3 2012.4;OLS;EST 1535 PLOT=0;EN
@@EQ 1536 LAAIQJO C LAIQJO(-1) PIQJO;SMPL 1981.3 2012.4;OLS;EST 1536 PLOT=0;EN
@@EQ 1537 LAAKUJO C LAKUJO(-1) PKUJO;SMPL 1974.2 2012.4;OLS;EST 1537 PLOT=0;EN
@@EQ 1538 LAALIJO C LALIJO(-1) PLIJO;SMPL 2012.2 2012.4;OLS;EST 1538 PLOT=0;EN
@@EQ 1539 LAAUAJO C LAUAJO(-1) PUAJO;SMPL 1990.3 2012.4;OLS;EST 1539 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSSY=USPX$/SYPMM;                                                      
 GENR LAAUSSY=LOG(AAUSSY+.00001);                                             
 GENR LAUSSY=LOG(AUSSY+.00001);                                               
 LHS AAUSSY=EXP(LAAUSSY)-.00001;                                              
  EQ 1540 LAAUSSY C LAUSSY(-1) PUSSY;                                         
EQUATION 1072  LAAUSSY  
   RHS     C  LAUSSY(-1)  PUSSY  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1072 PLOT=0;END;                                                     

Equation number = 1072
**********************

Dependent variable = LAAUSSY 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.364957346

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.263564707       0.169561390  -1.55439     1.000000
13625 LAUSSY  ( -1)       0.916312850       0.049555025  18.49082    -3.334767
13623 PUSSY   (  0)      -0.031778066       0.098469698  -0.32272     1.438187

SE of equation            =     0.469692278
Sum of squared residuals  =  40.8130046       0.851763104E-12
Average absolute error    =     0.348705192
Sum of ABS residuals      =  65.5565761    
R squared                 =   0.69551
Durbin-Watson statistic   =   2.43407
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                              *  +    !!          0.  .  .           !
 1966.2!                             +    *   !!           .  .  .  0        !
 1966.3!                                  + * !!           .  .  0           !
 1966.4!                                    + !!           .  .0 .           !
 1967.1!                              *     + !!       0   .  .  .           !
 1967.2!                             +        !!           . 0.  .           !
 1967.3!                            +  *      !!           .  .  0           !
 1967.4!                              +  *    !!           .  .  0           !
 1968.1!                         *      +     !!      0    .  .  .           !
 1968.2!                         +            !!           .  0  .           !
 1968.3!                         +  *         !!           .  .  .0          !
 1968.4!                        *   +         !!          0.  .  .           !
 1969.1!                        +   *         !!           .  .  . 0         !
 1969.2!                            +  *      !!           .  .  0           !
 1969.3!                          *   +       !!          0.  .  .           !
 1969.4!                          +*          !!           .  .0 .           !
 1970.1!                           + *        !!           .  . 0.           !
 1970.2!                             +*       !!           .  .0 .           !
 1970.3!                            *+        !!           .0 .  .           !
 1970.4!                           *+         !!           .  0  .           !
 1971.1!                           +  *       !!           .  .  0           !
 1971.2!                              +    *  !!           .  .  . 0         !
 1971.3!                                 *+   !!           . 0.  .           !
 1971.4!                              *  +    !!           .0 .  .           !
 1972.1!                              +      *!!           .  .  .   0       !
 1972.2!                                *   + !!         0 .  .  .           !
 1972.3!                               +*     !!           .  .0 .           !
 1972.4!                             *  +     !!           0  .  .           !
 1973.1!                             + *      !!           .  . 0.           !
 1973.2!                            *  +      !!          0.  .  .           !
 1973.3!                            +     *   !!           .  .  .   0       !
 1973.4!                           *     +    !!       0   .  .  .           !
 1974.1!                           +  *       !!           .  .  0           !
 1974.2!                            * +       !!           .0 .  .           !
 1974.3!                            +  *      !!           .  .  0           !
 1974.4!                              +       !!           .  0  .           !
 1975.1!                              +     * !!           .  .  .  0        !
 1975.2!                                   +* !!           .  .0 .           !
 1975.3!                                  *+  !!           . 0.  .           !
 1975.4!                                  +*  !!           .  .0 .           !
 1976.1!                                  +   *!           .  .  .0          !
 1976.2!                                     +*!           .  .0 .           !
 1976.3!                                    *+!!           . 0.  .           !
 1976.4!                               *   +  !!         0 .  .  .           !
 1977.1!                             * +      !!           .0 .  .           !
 1977.2!                             +  *     !!           .  .  0           !
 1977.3!                                + *   !!           .  .  0           !
 1977.4!                                 +*   !!           .  0  .           !
 1978.1!                                 +    !!           .  0  .           !
 1978.2!                                *+    !!           . 0.  .           !
 1978.3!                                +*    !!           .  .0 .           !
 1978.4!                                 +   *!!           .  .  .0          !
 1979.1!                                    + !!           .  0  .           !
 1979.2!                                 * +  !!           .0 .  .           !
 1979.3!                                 + *  !!           .  .  0           !
 1979.4!                                   +* !!           .  .0 .           !
 1980.1!                                  *+  !!           .0 .  .           !
 1980.2!                                 + *  !!           .  . 0.           !
 1980.3!                                   +* !!           .  .0 .           !
 1980.4!                                  *+  !!           . 0.  .           !
 1981.1!                              *   +   !!          0.  .  .           !
 1981.2!                              +       !!           .  0  .           !
 1981.3!                           *  +       !!           0  .  .           !
 1981.4!                           +          !!           .  0  .           !
 1982.1!                           +          !!           .  0  .           !
 1982.2!                           +   *      !!           .  .  . 0         !
 1982.3!                               +      !!           .  0  .           !
 1982.4!                             *+       !!           .0 .  .           !
 1983.1!                           * +        !!           .0 .  .           !
 1983.2!                           +*         !!           .  .0 .           !
 1983.3!                            +*        !!           .  .0 .           !
 1983.4!                           * +        !!           0  .  .           !
 1984.1!                           +*         !!           .  .0 .           !
 1984.2!                            +  *      !!           .  .  0           !
 1984.3!                         *    +       !!         0 .  .  .           !
 1984.4!                         + *          !!           .  . 0.           !
 1985.1!                           +          !!           .  0  .           !
 1985.2!                           +*         !!           .  .0 .           !
 1985.3!                            +  *      !!           .  .  .0          !
 1985.4!                           *   +      !!         0 .  .  .           !
 1986.1!                           +          !!           .  0  .           !
 1986.2!                        *  +          !!          0.  .  .           !
 1986.3!                        + *           !!           .  .  0           !
 1986.4!                           +*         !!           .  .0 .           !
 1987.1!                            +         !!           .  0  .           !
 1987.2!                            +         !!           .  0  .           !
 1987.3!                            +   *     !!           .  .  .0          !
 1987.4!                              *+      !!           .0 .  .           !
 1988.1!                              +    *  !!           .  .  .  0        !
 1988.2!                             *    +   !!        0  .  .  .           !
 1988.3!                            *+        !!           .0 .  .           !
 1988.4!                            + *       !!           .  .  0           !
 1989.1!                              +*      !!           .  .0 .           !
 1989.2!                               +  *   !!           .  .  .0          !
 1989.3!                             *    +   !!         0 .  .  .           !
 1989.4!                             + *      !!           .  . 0.           !
 1990.1!                              +   *   !!           .  .  .0          !
 1990.2!                                 +*   !!           .  .0 .           !
 1990.3!                                  +*  !!           .  .0 .           !
 1990.4!                                 *+   !!           .0 .  .           !
 1991.1!                                +   * !!           .  .  .0          !
 1991.2!                                   +  !!           .  0  .           !
 1991.3!                                   + *!!           .  . 0.           !
 1991.4!                                 *  + !!           0  .  .           !
 1992.1!                                 +    !!           .  0  .           !
 1992.2!                                *+    !!           . 0.  .           !
 1992.3!                               *+     !!           .  0  .           !
 1992.4!                               +  *   !!           .  .  0           !
 1993.1!                                 +    !!           .  0  .           !
 1993.2!                                 +    !!           .  0  .           !
 1993.3!                                *+    !!           . 0.  .           !
 1993.4!                               +*     !!           .  0  .           !
 1994.1!                               *+     !!           .  0  .           !
 1994.2!                               +      !!           .  0  .           !
 1994.3!                              *+      !!           . 0.  .           !
 1994.4!                              +  *    !!           .  .  .0          !
 1995.1!                                 +*   !!           .  .0 .           !
 1995.2!                                 +    !!           . 0.  .           !
 1995.3!                                +*    !!           .  .0 .           !
 1995.4!                             *   +    !!          0.  .  .           !
 1996.1!                             +   *    !!           .  .  . 0         !
 1996.2!                                *+    !!           .  0  .           !
 1996.3!                                +*    !!           .  .0 .           !
 1996.4!                               * +    !!           0  .  .           !
 1997.1!                              + *     !!           .  . 0.           !
 1997.2!                              * +     !!           .0 .  .           !
 1997.3!                              +*      !!           .  . 0.           !
 1997.4!                               +*     !!           .  .0 .           !
 1998.1!                               +      !!           . 0.  .           !
 1998.2!                             *+       !!           . 0.  .           !
 1998.3!                             +        !!           .  0  .           !
 1998.4!                             +        !!           .  0  .           !
 1999.1!                             +  *     !!           .  .  .0          !
 1999.2!                            *   +     !!          0.  .  .           !
 1999.3!                            +  *      !!           .  .  0           !
 1999.4!                              *+      !!           . 0.  .           !
 2000.1!                              + *     !!           .  . 0.           !
 2000.2!                               +      !!           .  0  .           !
 2000.3!                               +*     !!           .  . 0.           !
 2000.4!                                +*    !!           .  .0 .           !
 2001.1!                              * +     !!           0  .  .           !
 2001.2!                             +  *     !!           .  . 0.           !
 2001.3!                               +*     !!           .  .0 .           !
 2001.4!                               +      !!           . 0.  .           !
 2002.1!                              + *     !!           .  .0 .           !
 2002.2!                               + *    !!           .  . 0.           !
 2002.3!                               * +    !!           .0 .  .           !
 2002.4!                              *+      !!           .0 .  .           !
 2003.1!                            * +       !!           .0 .  .           !
 2003.2!                            + *       !!           .  . 0.           !
 2003.3!                             + *      !!           .  .0 .           !
 2003.4!                              +       !!           . 0.  .           !
 2004.1!                             *+       !!           . 0.  .           !
 2004.2!                          *  +        !!           0  .  .           !
 2004.3!                         *+           !!           . 0.  .           !
 2004.4!                       * +            !!           .0 .  .           !
 2005.1!                       + *            !!           .  .0 .           !
 2005.2!                         +            !!           .  0  .           !
 2005.3!                        *+            !!           . 0.  .           !
 2005.4!                   *    +             !!        0  .  .  .           !
 2006.1!                    +   *             !!           .  .  . 0         !
 2006.2!                        +             !!           .  0  .           !
 2006.3!                       * +            !!           . 0.  .           !
 2006.4!                        +  *          !!           .  .  .0          !
 2007.1!                           +          !!           .  0  .           !
 2007.2!                        *  +          !!          0.  .  .           !
 2007.3!                        +  *          !!           .  .  .0          !
 2007.4!                           +*         !!           .  .0 .           !
 2008.1!                           *+         !!           . 0.  .           !
 2008.2!                           +*         !!           .  .0 .           !
 2008.3!                         *  +         !!           0  .  .           !
 2008.4!                        * +           !!           .0 .  .           !
 2009.1!                        +*            !!           .  .0 .           !
 2009.2!                         +*           !!           .  0  .           !
 2009.3!                         *+           !!           . 0.  .           !
 2009.4!                         +            !!           .  0  .           !
 2010.1!                         + *          !!           .  .  0           !
 2010.2!                          *+          !!           .0 .  .           !
 2010.3!                          +  *        !!           .  .  .0          !
 2010.4!                           * +        !!           .0 .  .           !
 2011.1!                         * +          !!           0  .  .           !
 2011.2!                        *+            !!           . 0.  .           !
 2011.3!                        + *           !!           .  . 0.           !
 2011.4!             *            +           !0           .  .  .           !
 2012.1!              +  *                    !!           .  .  .0          !
 2012.2!        *         +                   !!  0        .  .  .           !
 2012.3! *       +                            !!     0     .  .  .           !
 2012.4*   +                                  !!         0 .  .  .           !


     30.32 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ  1541 LAACASY C LACASY(-1) PCASY;SMPL 1975.3 2012.4;OLS;EST 1541 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJASY=JAPX$/SYPMM;                                                      
 GENR LAAJASY=LOG(AAJASY+.00001);                                             
 GENR LAJASY=LOG(AJASY+.00001);                                               
 LHS AAJASY=EXP(LAAJASY)-.00001;                                              
  EQ 1542 LAAJASY C LAJASY(-1) PJASY;                                         
EQUATION 1073  LAAJASY  
   RHS     C  LAJASY(-1)  PJASY  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1073 PLOT=0;END;                                                     

Equation number = 1073
**********************

Dependent variable = LAAJASY 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.386415689

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.548177530       0.189431276  -2.89381     1.000000
13628 LAJASY  ( -1)       0.835180410       0.052977530  15.76480    -3.366880
13626 PJASY   (  0)      -0.015817140       0.055163093  -0.28673     1.661880

SE of equation            =     0.382699260
Sum of squared residuals  =  27.0948639      -0.325517391E-11
Average absolute error    =     0.254885859
Sum of ABS residuals      =  47.9185416    
R squared                 =   0.58078
Durbin-Watson statistic   =   2.04695
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                               +*     !!            . .0.            !
 1966.2!                             * +      !!            .0. .            !
 1966.3!                           * +        !!            .0. .            !
 1966.4!                         * +          !!            .0. .            !
 1967.1!                         +            !!            . 0 .            !
 1967.2!                         + *          !!            . .0.            !
 1967.3!                  *        +          !!         0  . . .            !
 1967.4!                 *  +                 !!            0 . .            !
 1968.1!                  +*                  !!            . .0.            !
 1968.2!                    +   *             !!            . . 0            !
 1968.3!                        +   *         !!            . . .0           !
 1968.4!                         *  +         !!            0 . .            !
 1969.1!                         + *          !!            . .0.            !
 1969.2!                           +          !!            . 0 .            !
 1969.3!                           +*         !!            . .0.            !
 1969.4!                           +  *       !!            . . 0            !
 1970.1!                             +*       !!            . .0.            !
 1970.2!                             *+       !!            . 0 .            !
 1970.3!                          *  +        !!            0 . .            !
 1970.4!                         *+           !!            . 0 .            !
 1971.1!                         +  *         !!            . .0.            !
 1971.2!                          *+          !!            .0. .            !
 1971.3!                          +   *       !!            . . .0           !
 1971.4!                              +*      !!            . .0.            !
 1972.1!                              +      *!!            . . . 0          !
 1972.2!                                   +* !!            . .0.            !
 1972.3!                                *  +  !!            0 . .            !
 1972.4!                               + *    !!            . . 0            !
 1973.1!                              * +     !!            0 . .            !
 1973.2!                         *   +        !!            0 . .            !
 1973.3!                          + *         !!            . .0.            !
 1973.4!                           +          !!            . 0 .            !
 1974.1!                           +          !!            . 0 .            !
 1974.2!                           +*         !!            . .0.            !
 1974.3!                            +    *    !!            . . .0           !
 1974.4!                                +     !!            . 0 .            !
 1975.1!                              * +     !!            .0. .            !
 1975.2!                              +   *   !!            . . .0           !
 1975.3!                                 + *  !!            . .0.            !
 1975.4!                                 *+   !!            . 0 .            !
 1976.1!                                +     !!            . 0 .            !
 1976.2!                                +     !!            . 0 .            !
 1976.3!                               *+     !!            .0. .            !
 1976.4!                              +*      !!            . .0.            !
 1977.1!                               +  *   !!            . . 0            !
 1977.2!                                 +*   !!            . .0.            !
 1977.3!                             *   +    !!            0 . .            !
 1977.4!                             + *      !!            . .0.            !
 1978.1!                             * +      !!            .0. .            !
 1978.2!                           * +        !!            .0. .            !
 1978.3!                           + *        !!            . .0.            !
 1978.4!                             +        !!            . 0 .            !
 1979.1!                             +*       !!            . .0.            !
 1979.2!                              +       !!            . 0 .            !
 1979.3!                              +*      !!            . .0.            !
 1979.4!                              +*      !!            . .0.            !
 1980.1!                               +*     !!            . .0.            !
 1980.2!                               +*     !!            . .0.            !
 1980.3!                               +  *   !!            . . 0            !
 1980.4!                                 +*   !!            . 0 .            !
 1981.1!                                 +    !!            . 0 .            !
 1981.2!                               *+     !!            .0. .            !
 1981.3!                              +  *    !!            . . 0            !
 1981.4!                             *  +     !!            0 . .            !
 1982.1!                            +         !!            . 0 .            !
 1982.2!                            +*        !!            . .0.            !
 1982.3!                         *  +         !!            0 . .            !
 1982.4!                          +          *!!            . . .    0       !
 1983.1!                                   +* !!            . .0.            !
 1983.2!                                   +  !!            . 0 .            !
 1983.3!                            *     +   !!          0 . . .            !
 1983.4!                            + *       !!            . .0.            !
 1984.1!                            * +       !!            .0. .            !
 1984.2!                            +  *      !!            . . 0            !
 1984.3!                         *    +       !!           0. . .            !
 1984.4!                         +            !!            . 0 .            !
 1985.1!                         +            !!            . 0 .            !
 1985.2!                          + *         !!            . .0.            !
 1985.3!                            +  *      !!            . . 0            !
 1985.4!                             * +      !!            .0. .            !
 1986.1!                        *    +        !!           0. . .            !
 1986.2!                         +            !!            . 0 .            !
 1986.3!                         +      *     !!            . . . 0          !
 1986.4!                         *     +      !!           0. . .            !
 1987.1!                          + *         !!            . . 0            !
 1987.2!                            + *       !!            . .0.            !
 1987.3!                              +*      !!            . .0.            !
 1987.4!                             * +      !!            .0. .            !
 1988.1!                             +     *  !!            . . . 0          !
 1988.2!                                  +  *!!            . . 0            !
 1988.3!                                   +* !!            . 0 .            !
 1988.4!                                  +   !!            . 0 .            !
 1989.1!                          *      +    !!         0  . . .            !
 1989.2!                          + *         !!            . .0.            !
 1989.3!                            +         !!            . 0 .            !
 1989.4!                            +*        !!            . .0.            !
 1990.1!                           * +        !!            .0. .            !
 1990.2!                          *+          !!            .0. .            !
 1990.3!                          + *         !!            . .0.            !
 1990.4!                           *+         !!            .0. .            !
 1991.1!                           +*         !!            . .0.            !
 1991.2!                            +*        !!            . .0.            !
 1991.3!                             + *      !!            . .0.            !
 1991.4!                              +  *    !!            . . 0            !
 1992.1!                                +    *!!            . . .0           !
 1992.2!                                   *+ !!            .0. .            !
 1992.3!                                 +  * !!            . . 0            !
 1992.4!                                   + *!!            . . 0            !
 1993.1!                                    + !!            . 0 .            !
 1993.2!                                 * +  !!            .0. .            !
 1993.3!                                + *   !!            . .0.            !
 1993.4!                                 +*   !!            . .0.            !
 1994.1!                                 +    *!            . . .0           !
 1994.2!                                    + !!            . 0 .            !
 1994.3!                                   + *!!            . . 0            !
 1994.4!                                 *  + !!            0 . .            !
 1995.1!                               *+     !!            .0. .            !
 1995.2!                           *   +      !!           0. . .            !
 1995.3!                          *+          !!            .0. .            !
 1995.4!                          +  *        !!            . . 0            !
 1996.1!                             + *      !!            . .0.            !
 1996.2!                              +    *  !!            . . .0           !
 1996.3!                                 *+   !!            .0. .            !
 1996.4!                               *+     !!            .0. .            !
 1997.1!                              +  *    !!            . . 0            !
 1997.2!                               *+     !!            .0. .            !
 1997.3!                              +       !!            . 0 .            !
 1997.4!                              +       !!            . 0 .            !
 1998.1!                             *+       !!            . 0 .            !
 1998.2!                             + *      !!            . .0.            !
 1998.3!                              +  *    !!            . . 0            !
 1998.4!                                +*    !!            . 0 .            !
 1999.1!                                +*    !!            . .0.            !
 1999.2!                          *     +     !!          0 . . .            !
 1999.3!                          +           !!            . 0 .            !
 1999.4!                          +           !!            . 0 .            !
 2000.1!                       *  +           !!            0 . .            !
 2000.2!                        +   *         !!            . . 0            !
 2000.3!                           *+         !!            . 0 .            !
 2000.4!                        *  +          !!            0 . .            !
 2001.1!                         + *          !!            . .0.            !
 2001.2!                          *+          !!            .0. .            !
 2001.3!                          +   *       !!            . . 0            !
 2001.4!                              +       !!            . 0 .            !
 2002.1!                             +        !!            . 0 .            !
 2002.2!                             +        !!            . 0 .            !
 2002.3!                           * +        !!            .0. .            !
 2002.4!                          *+          !!            .0. .            !
 2003.1!                           + *        !!            . .0.            !
 2003.2!                           * +        !!            .0. .            !
 2003.3!                           +          !!            . 0 .            !
 2003.4!                         * +          !!            .0. .            !
 2004.1!                       *  +           !!            .0. .            !
 2004.2!                        +             !!            . 0 .            !
 2004.3!                        +             !!            .0. .            !
 2004.4!                        +             !!            . 0 .            !
 2005.1!                        +*            !!            . 0 .            !
 2005.2!                        *+            !!            .0. .            !
 2005.3!                      *  +            !!            0 . .            !
 2005.4!                       + *            !!            . .0.            !
 2006.1!                         +*           !!            . .0.            !
 2006.2!                          +*          !!            . 0 .            !
 2006.3!                          *+          !!            . 0 .            !
 2006.4!                          +           !!            .0. .            !
 2007.1!                          +*          !!            . 0 .            !
 2007.2!                           +          !!            . 0 .            !
 2007.3!                           +          !!            . 0 .            !
 2007.4!                           +  *       !!            . . 0            !
 2008.1!                              +       !!            . 0 .            !
 2008.2!                             *+       !!            . 0 .            !
 2008.3!                             +        !!            . 0 .            !
 2008.4!                            *+        !!            . 0 .            !
 2009.1!                      *     +         !!          0 . . .            !
 2009.2!                    *  +              !!            0 . .            !
 2009.3!                     +                !!            . 0 .            !
 2009.4!                      + *             !!            . .0.            !
 2010.1!                       * +            !!            .0. .            !
 2010.2!                   *   +              !!           0. . .            !
 2010.3!                   *+                 !!            .0. .            !
 2010.4!               *    +                 !!           0. . .            !
 2011.1!                 +    *               !!            . . .0           !
 2011.2!                    *  +              !!            0 . .            !
 2011.3!               *     +                !!          0 . . .            !
 2011.4!               * +                    !!            .0. .            !
 2012.1!                 +     *              !!            . . . 0          !
 2012.2!             *          +             !!       0    . . .            !
 2012.3!               +      *               !!            . . . 0          !
 2012.4*                       +              !0            . . .            !


     19.15 percent of the residuals exceed 1 SE
      2.66 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUSY=AUPX$/SYPMM;                                                      
 GENR LAAAUSY=LOG(AAAUSY+.00001);                                             
 GENR LAAUSY=LOG(AAUSY+.00001);                                               
 LHS AAAUSY=EXP(LAAAUSY)-.00001;                                              
  EQ 1543 LAAAUSY C LAAUSY(-1) PAUSY;                                         
EQUATION 1074  LAAAUSY  
   RHS     C  LAAUSY(-1)  PAUSY  
 SMPL 1989.1 2012.4;                                                          
Sample period is now  1989.1 to  2012.4 Internally:   149 to   244
 OLS;EST 1074 PLOT=0;END;                                                     

Equation number = 1074
**********************

Dependent variable = LAAAUSY 

 1989.1 -   2012.4,    0 missing obs.,   96 obs. used.

Mean of dependent variable       -4.949972177

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.492068499       0.260056937  -1.89216     1.000000
13631 LAAUSY  ( -1)       0.824777007       0.071780548  11.49026    -4.925916
13629 PAUSY   (  0)      -0.324737343       0.200790554  -1.61729     1.216741

SE of equation            =     0.325875856
Sum of squared residuals  =  9.87614186       0.403721501E-11
Average absolute error    =     0.247023249
Sum of ABS residuals      =  23.7142319    
R squared                 =   0.76387
Durbin-Watson statistic   =   2.32473
SMPL and No. Obs.         = 1989.1   2012.4     96

Plot of actual(*) and fitted(+) values and residuals(0)


 1989.1!                        +          *  !!         .    .    .       0 !
 1989.2!                              * +     !!         . 0  .    .         !
 1989.3!                            +      *  !!         .    .    .  0      !
 1989.4!                                 + *  !!         .    .  0 .         !
 1990.1!                                 +*   !!         .    . 0  .         !
 1990.2!                                 +    *!         .    .    . 0       !
 1990.3!                             *     +  !!       0 .    .    .         !
 1990.4!                            + *       !!         .    .  0 .         !
 1991.1!                            *+        !!         .   0.    .         !
 1991.2!                            + *       !!         .    .  0 .         !
 1991.3!                             +  *     !!         .    .   0.         !
 1991.4!                              +   *   !!         .    .   0.         !
 1992.1!                                +     !!         .    0    .         !
 1992.2!                            * +       !!         . 0  .    .         !
 1992.3!                           +*         !!         .    . 0  .         !
 1992.4!                           +  *       !!         .    .  0 .         !
 1993.1!                          *  +        !!         . 0  .    .         !
 1993.2!                          +*          !!         .    . 0  .         !
 1993.3!                          +           !!         .    0    .         !
 1993.4!                         +  *         !!         .    .  0 .         !
 1994.1!                          *+          !!         .   0.    .         !
 1994.2!                         *+           !!         .   0.    .         !
 1994.3!                        +*            !!         .    .0   .         !
 1994.4!                         +  *         !!         .    .  0 .         !
 1995.1!                           +*         !!         .    .0   .         !
 1995.2!                          +*          !!         .    .0   .         !
 1995.3!                         *+           !!         .   0.    .         !
 1995.4!                         +            !!         .    .0   .         !
 1996.1!                         +  *         !!         .    .    0         !
 1996.2!                           +          !!         .    0    .         !
 1996.3!                          +*          !!         .    .0   .         !
 1996.4!                          + *         !!         .    . 0  .         !
 1997.1!                       *   +          !!         0    .    .         !
 1997.2!                       +  *           !!         .    .  0 .         !
 1997.3!                         +            !!         .   0.    .         !
 1997.4!                        *+            !!         .    0    .         !
 1998.1!                      * +             !!         . 0  .    .         !
 1998.2!                      +*              !!         .    . 0  .         !
 1998.3!                    *  +              !!         . 0  .    .         !
 1998.4!                    +*                !!         .    .0   .         !
 1999.1!                     +  *             !!         .    .   0.         !
 1999.2!                        +*            !!         .    .0   .         !
 1999.3!                       *+             !!         .   0.    .         !
 1999.4!                       +    *         !!         .    .    .0        !
 2000.1!                        *   +         !!         0    .    .         !
 2000.2!                *       +             !!    0    .    .    .         !
 2000.3!                 +    *               !!         .    .    0         !
 2000.4!                      +  *            !!         .    .  0 .         !
 2001.1!                      * +             !!         . 0  .    .         !
 2001.2!                    * +               !!         . 0  .    .         !
 2001.3!                     +   *            !!         .    .    0         !
 2001.4!                     *   +            !!         0    .    .         !
 2002.1!                     +*               !!         .    .0   .         !
 2002.2!                 *     +              !!       0 .    .    .         !
 2002.3!                   +   *              !!         .    .    0         !
 2002.4!                     * +              !!         .  0 .    .         !
 2003.1!                *     +               !!       0 .    .    .         !
 2003.2!                  +  *                !!         .    .    0         !
 2003.3!                   *  +               !!         . 0  .    .         !
 2003.4!                    +                 !!         .    .0   .         !
 2004.1!              *      +                !!      0  .    .    .         !
 2004.2!         *    +                       !!        0.    .    .         !
 2004.3!         +  *                         !!         .    .   0.         !
 2004.4!            +*                        !!         .    . 0  .         !
 2005.1!             +  *                     !!         .    .   0.         !
 2005.2!                +   *                 !!         .    .    .0        !
 2005.3!                   +   *              !!         .    .    0         !
 2005.4!                      +               !!         .    .0   .         !
 2006.1!                     +                !!         .    0    .         !
 2006.2!              *     +                 !!      0  .    .    .         !
 2006.3!       *      +                       !!     0   .    .    .         !
 2006.4!        +     *                       !!         .    .    . 0       !
 2007.1!        *     +                       !!      0  .    .    .         !
 2007.2!       * +                            !!         .  0 .    .         !
 2007.3!        +       *                     !!         .    .    .    0    !
 2007.4!                +*                    !!         .    .0   .         !
 2008.1!                +*                    !!         .    .0   .         !
 2008.2!                 +                    !!         .    .0   .         !
 2008.3!                * +                   !!         .   0.    .         !
 2008.4!          *      +                    !!      0  .    .    .         !
 2009.1!          +    *                      !!         .    .    .0        !
 2009.2!               + *                    !!         .    .   0.         !
 2009.3!          *      +                    !!     0   .    .    .         !
 2009.4!          *+                          !!         .    0    .         !
 2010.1!          *+                          !!         .   0.    .         !
 2010.2!           *+                         !!         .   0.    .         !
 2010.3!           *+                         !!         .  0 .    .         !
 2010.4!          * +                         !!         .  0 .    .         !
 2011.1!            +*                        !!         .    . 0  .         !
 2011.2!       *      +                       !!     0   .    .    .         !
 2011.3!         +                            !!         .    0    .         !
 2011.4!          +        *                  !!         .    .    .     0   !
 2012.1!          *       +                   !!    0    .    .    .         !
 2012.2!           + *                        !!         .    .  0 .         !
 2012.3! *           +                        !0         .    .    .         !
 2012.4*+                                     !!         .  0 .    .         !


     28.12 percent of the residuals exceed 1 SE
      6.25 percent of the residuals exceed 2 SE
@EQ  1544 LAAFRSY C LAFRSY(-1) PFRSY;SMPL 1966.1 2012.4;OLS;EST 1544 PLOT=0;EN
@EQ  1545 LAAGESY C LAGESY(-1) PGESY;SMPL 1966.1 2012.4;OLS;EST 1545 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITSY=ITPX$/SYPMM;                                                      
 GENR LAAITSY=LOG(AAITSY+.00001);                                             
 GENR LAITSY=LOG(AITSY+.00001);                                               
 LHS AAITSY=EXP(LAAITSY)-.00001;                                              
  EQ 1546 LAAITSY C LAITSY(-1) PITSY;                                         
EQUATION 1075  LAAITSY  
   RHS     C  LAITSY(-1)  PITSY  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1075 PLOT=0;END;                                                     

Equation number = 1075
**********************

Dependent variable = LAAITSY 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.218477387

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.218693984       0.086276103  -2.53482     1.000000
13634 LAITSY  ( -1)       0.751040474       0.065536113  11.45995    -2.207143
13632 PITSY   (  0)      -0.316066329       0.099635803  -3.17222     1.082462

SE of equation            =     0.228100721
Sum of squared residuals  =  9.62553874       0.126165745E-11
Average absolute error    =     0.180248589
Sum of ABS residuals      =  33.8867348    
R squared                 =   0.76237
Durbin-Watson statistic   =   2.27818
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                           +   *      !!         .    .    0         !
 1966.2!                              +   *   !!         .    .    0         !
 1966.3!                          *      +    !!   0     .    .    .         !
 1966.4!                           +     *    !!         .    .    .   0     !
 1967.1!                               +      !!         .    0    .         !
 1967.2!                              +   *   !!         .    .    . 0       !
 1967.3!                              *+      !!         .  0 .    .         !
 1967.4!                        *  +          !!         .0   .    .         !
 1968.1!                       +      *       !!         .    .    .     0   !
 1968.2!                           +          !!         .    0    .         !
 1968.3!                          + *         !!         .    .   0.         !
 1968.4!                        *  +          !!         .0   .    .         !
 1969.1!                        +  *          !!         .    .    0         !
 1969.2!                          + *         !!         .    .  0 .         !
 1969.3!                           + *        !!         .    .  0 .         !
 1969.4!                      *    +          !!      0  .    .    .         !
 1970.1!                      +     *         !!         .    .    .   0     !
 1970.2!                        *  +          !!         0    .    .         !
 1970.3!                       +              !!         .   0.    .         !
 1970.4!                       +              !!         .    .0   .         !
 1971.1!                        +*            !!         .    .  0 .         !
 1971.2!                         +*           !!         .    . 0  .         !
 1971.3!                          +    *      !!         .    .    . 0       !
 1971.4!                            * +       !!         . 0  .    .         !
 1972.1!                            +   *     !!         .    .    .  0      !
 1972.2!                                +  *  !!         .    .   0.         !
 1972.3!                                 *+   !!         .   0.    .         !
 1972.4!                                 +   *!!         .    .    . 0       !
 1973.1!                                *   + !!        0.    .    .         !
 1973.2!                                +     !!         .    .0   .         !
 1973.3!                              * +     !!         .  0 .    .         !
 1973.4!                             * +      !!         .  0 .    .         !
 1974.1!                            * +       !!         . 0  .    .         !
 1974.2!                             +   *    !!         .    .    .0        !
 1974.3!                                +  *  !!         .    .    0         !
 1974.4!                                 *+   !!         .  0 .    .         !
 1975.1!                                 +*   !!         .    . 0  .         !
 1975.2!                               * +    !!         . 0  .    .         !
 1975.3!                             * +      !!         .0   .    .         !
 1975.4!                             +  *     !!         .    .  0 .         !
 1976.1!                              * +     !!         . 0  .    .         !
 1976.2!                             *+       !!         .  0 .    .         !
 1976.3!                             +*       !!         .    .0   .         !
 1976.4!                              +       !!         .    0    .         !
 1977.1!                              +*      !!         .    . 0  .         !
 1977.2!                              +       !!         .    0    .         !
 1977.3!                           *  +       !!         0    .    .         !
 1977.4!                           + *        !!         .    .   0.         !
 1978.1!                             +  *     !!         .    .    0         !
 1978.2!                                + *   !!         .    .  0 .         !
 1978.3!                               * +    !!         .0   .    .         !
 1978.4!                               +    * !!         .    .    .  0      !
 1979.1!                                   + *!!         .    .  0 .         !
 1979.2!                                   + *!!         .    .   0.         !
 1979.3!                                    + *!         .    .  0 .         !
 1979.4!                                   *+ !!         .  0 .    .         !
 1980.1!                                  +   !!         .    0    .         !
 1980.2!                                 +  * !!         .    .    0         !
 1980.3!                                   +* !!         .    . 0  .         !
 1980.4!                                   +  *!         .    .    0         !
 1981.1!                                *   + !!        0.    .    .         !
 1981.2!                               + *    !!         .    .  0 .         !
 1981.3!                          *    +      !!      0  .    .    .         !
 1981.4!                         +   *        !!         .    .    .0        !
 1982.1!                            +         !!         .   0.    .         !
 1982.2!                       *   +          !!        0.    .    .         !
 1982.3!                        +  *          !!         .    .    0         !
 1982.4!                        * +           !!         .0   .    .         !
 1983.1!                     *  +             !!        0.    .    .         !
 1983.2!                     +     *          !!         .    .    .    0    !
 1983.3!                           + *        !!         .    .  0 .         !
 1983.4!                         *   +        !!       0 .    .    .         !
 1984.1!                        +*            !!         .    . 0  .         !
 1984.2!                         +            !!         .    .0   .         !
 1984.3!                       *  +           !!         0    .    .         !
 1984.4!                        +*            !!         .    . 0  .         !
 1985.1!                         *+           !!         .   0.    .         !
 1985.2!                         + *          !!         .    .  0 .         !
 1985.3!                           +   *      !!         .    .    . 0       !
 1985.4!                              +       !!         .   0.    .         !
 1986.1!                           * +        !!         . 0  .    .         !
 1986.2!                         *+           !!         .   0.    .         !
 1986.3!                        +      *      !!         .    .    .      0  !
 1986.4!                             * +      !!         . 0  .    .         !
 1987.1!                      *       +       !!   0     .    .    .         !
 1987.2!                      +   *           !!         .    .    0         !
 1987.3!                      *    +          !!      0  .    .    .         !
 1987.4!                       +              !!         .    .0   .         !
 1988.1!                       +   *          !!         .    .    0         !
 1988.2!                         * +          !!         .0   .    .         !
 1988.3!                   *      +           !!   0     .    .    .         !
 1988.4!                   *+                 !!         .   0.    .         !
 1989.1!                    +    *            !!         .    .    .   0     !
 1989.2!                         *+           !!         .   0.    .         !
 1989.3!                       * +            !!         . 0  .    .         !
 1989.4!                        + *           !!         .    .  0 .         !
 1990.1!                          *+          !!         .  0 .    .         !
 1990.2!                         * +          !!         . 0  .    .         !
 1990.3!                         + *          !!         .    .  0 .         !
 1990.4!                         * +          !!         .0   .    .         !
 1991.1!                          + *         !!         .    .  0 .         !
 1991.2!                           * +        !!         . 0  .    .         !
 1991.3!                            +         !!         .    0    .         !
 1991.4!                            + *       !!         .    .  0 .         !
 1992.1!                             *+       !!         .  0 .    .         !
 1992.2!                          *  +        !!         .0   .    .         !
 1992.3!                          *+          !!         .  0 .    .         !
 1992.4!                           +*         !!         .    .0   .         !
 1993.1!                             +*       !!         .    .  0 .         !
 1993.2!                              *+      !!         .   0.    .         !
 1993.3!                              + *     !!         .    .   0.         !
 1993.4!                                +*    !!         .    . 0  .         !
 1994.1!                                 +  * !!         .    .    .0        !
 1994.2!                                 * +  !!         .  0 .    .         !
 1994.3!                               * +    !!         .  0 .    .         !
 1994.4!                             * +      !!         .0   .    .         !
 1995.1!                             +*       !!         .    .0   .         !
 1995.2!                              +   *   !!         .    .    . 0       !
 1995.3!                               * +    !!         .0   .    .         !
 1995.4!                              +       !!         .    0    .         !
 1996.1!                             *+       !!         .   0.    .         !
 1996.2!                             +*       !!         .    .0   .         !
 1996.3!                              +*      !!         .    . 0  .         !
 1996.4!                               +      !!         .    .0   .         !
 1997.1!                             * +      !!         .  0 .    .         !
 1997.2!                             +        !!         .    0    .         !
 1997.3!                             +        !!         .    0    .         !
 1997.4!                           * +        !!         . 0  .    .         !
 1998.1!                          *+          !!         . 0  .    .         !
 1998.2!                          +*          !!         .    .0   .         !
 1998.3!                          *+          !!         .   0.    .         !
 1998.4!                         * +          !!         . 0  .    .         !
 1999.1!                         + *          !!         .    .  0 .         !
 1999.2!                          *+          !!         .  0 .    .         !
 1999.3!                          +*          !!         .    .0   .         !
 1999.4!                         * +          !!         .0   .    .         !
 2000.1!                          +  *        !!         .    .    .0        !
 2000.2!                             +*       !!         .    . 0  .         !
 2000.3!                              +*      !!         .    .0   .         !
 2000.4!                              +       !!         .   0.    .         !
 2001.1!                             + *      !!         .    . 0  .         !
 2001.2!                             *+       !!         .   0.    .         !
 2001.3!                          *  +        !!         0    .    .         !
 2001.4!                           + *        !!         .    .  0 .         !
 2002.1!                           * +        !!         .  0 .    .         !
 2002.2!                           +*         !!         .    .0   .         !
 2002.3!                           *+         !!         .   0.    .         !
 2002.4!                           +*         !!         .    . 0  .         !
 2003.1!                          * +         !!         . 0  .    .         !
 2003.2!                       *  +           !!         0    .    .         !
 2003.3!                        + *           !!         .    .  0 .         !
 2003.4!                        * +           !!         . 0  .    .         !
 2004.1!                   *     +            !!     0   .    .    .         !
 2004.2!                   +*                 !!         .    0    .         !
 2004.3!                   +*                 !!         .    .0   .         !
 2004.4!                   +                  !!         .    0    .         !
 2005.1!                   +                  !!         .    0    .         !
 2005.2!                   +                  !!         .    .0   .         !
 2005.3!                    +  *              !!         .    .    .0        !
 2005.4!                    * +               !!         .0   .    .         !
 2006.1!                    + *               !!         .    .  0 .         !
 2006.2!                   * +                !!         . 0  .    .         !
 2006.3!                  *+                  !!         .  0 .    .         !
 2006.4!                 *+                   !!         . 0  .    .         !
 2007.1!                 +     *              !!         .    .    .    0    !
 2007.2!                      +*              !!         .    .0   .         !
 2007.3!                *     +               !!    0    .    .    .         !
 2007.4!                +   *                 !!         .    .    .0        !
 2008.1!                    +  *              !!         .    .    .0        !
 2008.2!                    * +               !!         .0   .    .         !
 2008.3!                    +                 !!         .    0    .         !
 2008.4!                *   +                 !!        0.    .    .         !
 2009.1!              * +                     !!         . 0  .    .         !
 2009.2!               +*                     !!         .    . 0  .         !
 2009.3!             *   +                    !!         0    .    .         !
 2009.4!              +    *                  !!         .    .    .  0      !
 2010.1!                *  +                  !!         0    .    .         !
 2010.2!               * +                    !!         . 0  .    .         !
 2010.3!                +  *                  !!         .    .    0         !
 2010.4!                   +  *               !!         .    .    0         !
 2011.1!                    * +               !!         .  0 .    .         !
 2011.2!                     +                !!         .   0.    .         !
 2011.3!                  *  +                !!         .0   .    .         !
 2011.4!                *  +                  !!         .0   .    .         !
 2012.1!                 *+                   !!         .   0.    .         !
 2012.2!        *         +                   !0         .    .    .         !
 2012.3!     *     +                          !!     0   .    .    .         !
 2012.4*      +                               !!   0     .    .    .         !


     29.79 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@EQ  1547 LAANESY C LANESY(-1) PNESY;SMPL 1966.1 2012.4;OLS;EST 1547 PLOT=0;EN
@@EQ 1548 LAASTSY C LASTSY(-1) PSTSY;SMPL 2000.3 2012.4;OLS;EST 1548 PLOT=0;EN
@EQ  1549 LAAUKSY C LAUKSY(-1) PUKSY;SMPL 1966.1 2012.4;OLS;EST 1549 PLOT=0;EN
@EQ  1550 LAAFISY C LAFISY(-1) PFISY;SMPL 1974.3 2012.4;OLS;EST 1550 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASSY=ASPX$/SYPMM;                                                      
 GENR LAAASSY=LOG(AAASSY+.00001);                                             
 GENR LAASSY=LOG(AASSY+.00001);                                               
 LHS AAASSY=EXP(LAAASSY)-.00001;                                              
  EQ 1551 LAAASSY C LAASSY(-1) PASSY;                                         
EQUATION 1076  LAAASSY  
   RHS     C  LAASSY(-1)  PASSY  
 SMPL 1984.1 2012.4;                                                          
Sample period is now  1984.1 to  2012.4 Internally:   129 to   244
 OLS;EST 1076 PLOT=0;END;                                                     

Equation number = 1076
**********************

Dependent variable = LAAASSY 

 1984.1 -   2012.4,    0 missing obs.,  116 obs. used.

Mean of dependent variable       -7.558040391

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.433376439       0.601857226  -5.70464     1.000000
13637 LAASSY  ( -1)       0.507500626       0.081621763   6.21771    -7.582247
13635 PASSY   (  0)      -0.216115368       0.217509278  -0.99359     1.280190

SE of equation            =     1.172141071
Sum of squared residuals  =  155.252360       0.156052948E-11
Average absolute error    =     0.870938191
Sum of ABS residuals      =  101.028830    
R squared                 =   0.30055
Durbin-Watson statistic   =   2.30692
SMPL and No. Obs.         = 1984.1   2012.4    116

Plot of actual(*) and fitted(+) values and residuals(0)


 1984.1!            +    *                    !!         .    .  0 .         !
 1984.2!                   +                  *!         .    .    .       0 !
 1984.3!                       *      +       !!         0    .    .         !
 1984.4!                      +   *           !!         .    . 0  .         !
 1985.1!       *                +             !!  0      .    .    .         !
 1985.2!              +            *          !!         .    .    .  0      !
 1985.3!    *                   +             !! 0       .    .    .         !
 1985.4!        *    +                        !!         . 0  .    .         !
 1986.1!               +          *           !!         .    .    . 0       !
 1986.2!  *                     +             !0         .    .    .         !
 1986.3!            +             *           !!         .    .    .   0     !
 1986.4!                  *      +            !!         0    .    .         !
 1987.1!         *           +                !!      0  .    .    .         !
 1987.2!               *+                     !!         .    0    .         !
 1987.3!           *       +                  !!        0.    .    .         !
 1987.4!    *            +                    !!      0  .    .    .         !
 1988.1!             +   *                    !!         .    .  0 .         !
 1988.2!                    +       *         !!         .    .    0         !
 1988.3!    *                    +            !!0        .    .    .         !
 1988.4!          * +                         !!         .  0 .    .         !
 1989.1!             *  +                     !!         .  0 .    .         !
 1989.2!                  +  *                !!         .    . 0  .         !
 1989.3*                      +               !0         .    .    .         !
 1989.4!        *  +                          !!         .  0 .    .         !
 1990.1!           *    +                     !!         . 0  .    .         !
 1990.2!                 +   *                !!         .    .  0 .         !
 1990.3!                *     +               !!         .0   .    .         !
 1990.4!                   *+                 !!         .   0.    .         !
 1991.1!                     + *              !!         .    .0   .         !
 1991.2!                 *     +              !!         .0   .    .         !
 1991.3!                    +                 !!         .    0    .         !
 1991.4!         *            +               !!      0  .    .    .         !
 1992.1!                +     *               !!         .    .   0.         !
 1992.2!                *      +              !!         .0   .    .         !
 1992.3!                    +    *            !!         .    .  0 .         !
 1992.4!                        +             *!         .    .    .   0     !
 1993.1!               *               +      !!   0     .    .    .         !
 1993.2!                *  +                  !!         .  0 .    .         !
 1993.3!               *    +                 !!         . 0  .    .         !
 1993.4!              *    +                  !!         . 0  .    .         !
 1994.1!                   +                  !!         .    0    .         !
 1994.2!                     +                !!         .    0    .         !
 1994.3!             *         +              !!        0.    .    .         !
 1994.4!                  +   *               !!         .    . 0  .         !
 1995.1!                       +      *       !!         .    .    0         !
 1995.2!                           +      *   !!         .    .    0         !
 1995.3!                         *   +        !!         . 0  .    .         !
 1995.4!                        + *           !!         .    .0   .         !
 1996.1!                         +  *         !!         .    . 0  .         !
 1996.2!                          + *         !!         .    .0   .         !
 1996.3!                   *      +           !!         .0   .    .         !
 1996.4!                     +      *         !!         .    .    0         !
 1997.1!                          +*          !!         .    .0   .         !
 1997.2!                          +           !!         .    0    .         !
 1997.3!                         +    *       !!         .    .  0 .         !
 1997.4!                           +  *       !!         .    . 0  .         !
 1998.1!                           +   *      !!         .    .  0 .         !
 1998.2!                           + *        !!         .    .0   .         !
 1998.3!                          +*          !!         .    0    .         !
 1998.4!                         +    *       !!         .    .  0 .         !
 1999.1!                           +      *   !!         .    .   0.         !
 1999.2!                             +        *!         .    .    .0        !
 1999.3!                               +  *   !!         .    . 0  .         !
 1999.4!                             +      * !!         .    .    0         !
 2000.1!                              + *     !!         .    . 0  .         !
 2000.2!                            +     *   !!         .    .   0.         !
 2000.3!                             +        *!         .    .    .0        !
 2000.4!                               +  *   !!         .    . 0  .         !
 2001.1!                             + *      !!         .    .0   .         !
 2001.2!                           +    *     !!         .    .  0 .         !
 2001.3!                            +      *  !!         .    .    0         !
 2001.4!                             +     *  !!         .    .   0.         !
 2002.1!                             + *      !!         .    .0   .         !
 2002.2!                           +     *    !!         .    .   0.         !
 2002.3!                            +     *   !!         .    .   0.         !
 2002.4!                             +     *  !!         .    .   0.         !
 2003.1!                             +  *     !!         .    . 0  .         !
 2003.2!                            +    *    !!         .    .  0 .         !
 2003.3!                            +   *     !!         .    .  0 .         !
 2003.4!                            +   *     !!         .    .  0 .         !
 2004.1!                            +         !!         .    0    .         !
 2004.2!                        *+            !!         .   0.    .         !
 2004.3!                       +   *          !!         .    .  0 .         !
 2004.4!                        + *           !!         .    .0   .         !
 2005.1!                        +     *       !!         .    .   0.         !
 2005.2!                          +*          !!         .    0    .         !
 2005.3!                     *  +             !!         .  0 .    .         !
 2005.4!                     +*               !!         .    0    .         !
 2006.1!           *          +               !!       0 .    .    .         !
 2006.2!                +*                    !!         .    0    .         !
 2006.3!                   + *                !!         .    .0   .         !
 2006.4!                   * +                !!         .  0 .    .         !
 2007.1!                 *  +                 !!         .  0 .    .         !
 2007.2!                  *+                  !!         .   0.    .         !
 2007.3!                  * +                 !!         .   0.    .         !
 2007.4!                  * +                 !!         .   0.    .         !
 2008.1!           *        +                 !!        0.    .    .         !
 2008.2!              * +                     !!         .  0 .    .         !
 2008.3!                 +   *                !!         .    .  0 .         !
 2008.4!                  *  +                !!         .  0 .    .         !
 2009.1!                   +           *      !!         .    .    .  0      !
 2009.2!                         *+           !!         .   0.    .         !
 2009.3!                 *     +              !!         .0   .    .         !
 2009.4!                   +  *               !!         .    . 0  .         !
 2010.1!                  *   +               !!         . 0  .    .         !
 2010.2!            *      +                  !!         0    .    .         !
 2010.3!               *+                     !!         .   0.    .         !
 2010.4!                 +    *               !!         .    .  0 .         !
 2011.1!                *    +                !!         . 0  .    .         !
 2011.2!                  +    *              !!         .    .  0 .         !
 2011.3!                     + *              !!         .    .0   .         !
 2011.4!                     +   *            !!         .    . 0  .         !
 2012.1!                 *    +               !!         . 0  .    .         !
 2012.2!                  +   *               !!         .    . 0  .         !
 2012.3!                    +                 !!         .    0    .         !
 2012.4!                  +   *               !!         .    .  0 .         !


     20.69 percent of the residuals exceed 1 SE
      6.03 percent of the residuals exceed 2 SE
@@EQ 1552 LAASOSY C LASOSY(-1) PSOSY;SMPL 1992.3 2012.4;OLS;EST 1552 PLOT=0;EN
@@EQ 1553 LAAKOSY C LAKOSY(-1) PKOSY;SMPL 1994.3 2012.4;OLS;EST 1553 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBESY=BEPX$Q/SYPMM;                                                     
 GENR LAABESY=LOG(AABESY+.00001);                                             
 GENR LABESY=LOG(ABESY+.00001);                                               
 LHS AABESY=EXP(LAABESY)-.00001;                                              
  EQ 1554 LAABESY C LABESY(-1) PBESY;                                         
EQUATION 1077  LAABESY  
   RHS     C  LABESY(-1)  PBESY  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1077 PLOT=0;END;                                                     

Equation number = 1077
**********************

Dependent variable = LAABESY 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.590758881

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.926459038       0.171714368  -5.39535     1.000000
13640 LABESY  ( -1)       0.560652619       0.070078697   8.00033    -3.579090
13638 PBESY   (  0)      -0.555041904       0.122569826  -4.52837     1.184908

SE of equation            =     0.302631491
Sum of squared residuals  =  16.9433766      -0.115809584E-10
Average absolute error    =     0.235146675
Sum of ABS residuals      =  44.2075749    
R squared                 =   0.63637
Durbin-Watson statistic   =   2.20888
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                            *  +      !!         . 0  .    .         !
 1966.2!                             +        !!         .    0    .         !
 1966.3!                             +  *     !!         .    .  0 .         !
 1966.4!                     *         +      !!   0     .    .    .         !
 1967.1!                     * +              !!         . 0  .    .         !
 1967.2!                    *+                !!         .   0.    .         !
 1967.3!                    + *               !!         .    . 0  .         !
 1967.4!                  +*                  !!         .    .0   .         !
 1968.1!                 +   *                !!         .    .    0         !
 1968.2!                   +  *               !!         .    .  0 .         !
 1968.3!                    +       *         !!         .    .    .   0     !
 1968.4!                        +  *          !!         .    . 0  .         !
 1969.1!                        +   *         !!         .    .   0.         !
 1969.2!                  *     +             !!       0 .    .    .         !
 1969.3!                   +   *              !!         .    .    0         !
 1969.4!                     +  *             !!         .    .  0 .         !
 1970.1!                     +    *           !!         .    .    0         !
 1970.2!                        +    *        !!         .    .    .0        !
 1970.3!                *       +             !!    0    .    .    .         !
 1970.4!               * +                    !!         .  0 .    .         !
 1971.1!                  +*                  !!         .    .0   .         !
 1971.2!                    +     *           !!         .    .    .  0      !
 1971.3!                          + *         !!         .    . 0  .         !
 1971.4!                      *   +           !!         0    .    .         !
 1972.1!                       +     *        !!         .    .    .0        !
 1972.2!                              +    *  !!         .    .    .0        !
 1972.3!                                 +  * !!         .    .  0 .         !
 1972.4!                                 +  * !!         .    .  0 .         !
 1973.1!                                 +    *!         .    .    0         !
 1973.2!                                  + * !!         .    . 0  .         !
 1973.3!                                 +  * !!         .    .  0 .         !
 1973.4!                                 +    *!         .    .    .0        !
 1974.1!                                   +* !!         .    . 0  .         !
 1974.2!                                 + *  !!         .    . 0  .         !
 1974.3!                             *   +    !!         0    .    .         !
 1974.4!                          *  +        !!         . 0  .    .         !
 1975.1!                            +         !!         .    0    .         !
 1975.2!                          * +         !!         . 0  .    .         !
 1975.3!                      *     +         !!        0.    .    .         !
 1975.4!                          + *         !!         .    .  0 .         !
 1976.1!                        *    +        !!        0.    .    .         !
 1976.2!                          +     *     !!         .    .    . 0       !
 1976.3!                              +       !!         .    0    .         !
 1976.4!                            +        *!!         .    .    .    0    !
 1977.1!                            *    +    !!        0.    .    .         !
 1977.2!                       *  +           !!         .0   .    .         !
 1977.3!                        +    *        !!         .    .    .0        !
 1977.4!                           +          !!         .    0    .         !
 1978.1!                         +   *        !!         .    .   0.         !
 1978.2!                             + *      !!         .    . 0  .         !
 1978.3!                              + *     !!         .    .  0 .         !
 1978.4!                           *  +       !!         .0   .    .         !
 1979.1!                           +   *      !!         .    .   0.         !
 1979.2!                          *  +        !!         .0   .    .         !
 1979.3!                           + *        !!         .    . 0  .         !
 1979.4!                         *   +        !!         0    .    .         !
 1980.1!                           +       *  !!         .    .    .   0     !
 1980.2!                              *  +    !!         . 0  .    .         !
 1980.3!                              +*      !!         .    .0   .         !
 1980.4!                     *        +       !!   0     .    .    .         !
 1981.1!                       * +            !!         .  0 .    .         !
 1981.2!                        +     *       !!         .    .    .0        !
 1981.3!                        *   +         !!         0    .    .         !
 1981.4!                      + *             !!         .    . 0  .         !
 1982.1!                         +            !!         .    0    .         !
 1982.2!                        + *           !!         .    .  0 .         !
 1982.3!                         *+           !!         .   0.    .         !
 1982.4!                      * +             !!         .  0 .    .         !
 1983.1!              *        +              !!    0    .    .    .         !
 1983.2!                 + *                  !!         .    .  0 .         !
 1983.3!                     * +              !!         .  0 .    .         !
 1983.4!                        +*            !!         .    .0   .         !
 1984.1!                       +*             !!         .    .0   .         !
 1984.2!                       +              !!         .    0    .         !
 1984.3!                     *    +           !!        0.    .    .         !
 1984.4!                       +  *           !!         .    .   0.         !
 1985.1!                           +          !!         .   0.    .         !
 1985.2!                         + *          !!         .    .  0 .         !
 1985.3!                          +         * !!         .    .    .      0  !
 1985.4!                           *     +    !!       0 .    .    .         !
 1986.1!                        * +           !!         .  0 .    .         !
 1986.2!                 *    +               !!        0.    .    .         !
 1986.3!                  +           *       !!         .    .    .       0 !
 1986.4!                              + *     !!         .    . 0  .         !
 1987.1!                       *       +      !!     0   .    .    .         !
 1987.2!                      +     *         !!         .    .    . 0       !
 1987.3!                  *          +        !!  0      .    .    .         !
 1987.4!                   *+                 !!         .   0.    .         !
 1988.1!                    +       *         !!         .    .    .  0      !
 1988.2!                          *  +        !!         . 0  .    .         !
 1988.3!                *           +         !!0        .    .    .         !
 1988.4!         *       +                    !!     0   .    .    .         !
 1989.1!              +            *          !!         .    .    .         0
 1989.2!                           +   *      !!         .    .   0.         !
 1989.3!                             + *      !!         .    .  0 .         !
 1989.4!                             +  *     !!         .    .  0 .         !
 1990.1!                               +*     !!         .    .0   .         !
 1990.2!                          *    +      !!         0    .    .         !
 1990.3!                          +    *      !!         .    .    .0        !
 1990.4!                              +  *    !!         .    .   0.         !
 1991.1!                             *  +     !!         .  0 .    .         !
 1991.2!                              + *     !!         .    . 0  .         !
 1991.3!                             * +      !!         .  0 .    .         !
 1991.4!                             +        !!         .    0    .         !
 1992.1!                             +  *     !!         .    .  0 .         !
 1992.2!                             * +      !!         .  0 .    .         !
 1992.3!                             +  *     !!         .    .  0 .         !
 1992.4!                              + *     !!         .    . 0  .         !
 1993.1!                           *   +      !!         0    .    .         !
 1993.2!                            +      *  !!         .    .    . 0       !
 1993.3!                                +  *  !!         .    .  0 .         !
 1993.4!                                +  *  !!         .    .  0 .         !
 1994.1!                                *+    !!         .   0.    .         !
 1994.2!                               +  *   !!         .    .  0 .         !
 1994.3!                              * +     !!         .  0 .    .         !
 1994.4!                       *     +        !!       0 .    .    .         !
 1995.1!                          +          *!!         .    .    .       0 !
 1995.2!                            *    +    !!         0    .    .         !
 1995.3!                            +*        !!         .    . 0  .         !
 1995.4!                             +     *  !!         .    .    . 0       !
 1996.1!                             *  +     !!         . 0  .    .         !
 1996.2!                             *+       !!         .   0.    .         !
 1996.3!                             +  *     !!         .    .  0 .         !
 1996.4!                               +      !!         .    0    .         !
 1997.1!                               +*     !!         .    .0   .         !
 1997.2!                               +    * !!         .    .    0         !
 1997.3!                                * +   !!         .  0 .    .         !
 1997.4!                               +  *   !!         .    .  0 .         !
 1998.1!                                +*    !!         .    .0   .         !
 1998.2!                               + *    !!         .    .  0 .         !
 1998.3!                               +      !!         .    0    .         !
 1998.4!                     *        +       !!    0    .    .    .         !
 1999.1!                         +     *      !!         .    .    . 0       !
 1999.2!                          *   +       !!         .0   .    .         !
 1999.3!                           *+         !!         .   0.    .         !
 1999.4!                      *      +        !!      0  .    .    .         !
 2000.1!                          +      *    !!         .    .    .   0     !
 2000.2!                                +     !!         .    0    .         !
 2000.3!                                + *   !!         .    .  0 .         !
 2000.4!                                 +    !!         .    0    .         !
 2001.1!                                +   * !!         .    .    0         !
 2001.2!                                * +   !!         . 0  .    .         !
 2001.3!                               +*     !!         .    0    .         !
 2001.4!                              *+      !!         .   0.    .         !
 2002.1!                              +*      !!         .    0    .         !
 2002.2!                               +*     !!         .    . 0  .         !
 2002.3!                               +      !!         .    0    .         !
 2002.4!                               + *    !!         .    .  0 .         !
 2003.1!                                +     !!         .    .0   .         !
 2003.2!                               +      !!         .   0.    .         !
 2003.3!                             *+       !!         .   0.    .         !
 2003.4!                             + *      !!         .    . 0  .         !
 2004.1!                        *     +       !!       0 .    .    .         !
 2004.2!                       +   *          !!         .    .    0         !
 2004.3!                       *+             !!         .   0.    .         !
 2004.4!                     + *              !!         .    . 0  .         !
 2005.1!                     +                !!         .    0    .         !
 2005.2!                    +                 !!         .   0.    .         !
 2005.3!                    +   *             !!         .    .   0.         !
 2005.4!                  *   +               !!         0    .    .         !
 2006.1!                   +    *             !!         .    .    0         !
 2006.2!                      + *             !!         .    . 0  .         !
 2006.3!                     * +              !!         .  0 .    .         !
 2006.4!            *       +                 !!     0   .    .    .         !
 2007.1!            *  +                      !!         . 0  .    .         !
 2007.2!          *    +                      !!        0.    .    .         !
 2007.3!              +                       !!         .   0.    .         !
 2007.4!              * +                     !!         .   0.    .         !
 2008.1!                 +*                   !!         .    .0   .         !
 2008.2!               *   +                  !!         .0   .    .         !
 2008.3!              *   +                   !!         0    .    .         !
 2008.4!          *      +                    !!      0  .    .    .         !
 2009.1!             +                        !!         .    0    .         !
 2009.2!             *  +                     !!         .0   .    .         !
 2009.3!             *  +                     !!         .0   .    .         !
 2009.4!               *+                     !!         .   0.    .         !
 2010.1!               *  +                   !!         . 0  .    .         !
 2010.2!               *  +                   !!         .0   .    .         !
 2010.3!                * +                   !!         .  0 .    .         !
 2010.4!           *      +                   !!       0 .    .    .         !
 2011.1!              *+                      !!         .  0 .    .         !
 2011.2!           *     +                    !!        0.    .    .         !
 2011.3!             * +                      !!         .  0 .    .         !
 2011.4!               +*                     !!         .    .0   .         !
 2012.1!            *    +                    !!         0    .    .         !
 2012.2!              *+                      !!         .   0.    .         !
 2012.3!          *   +                       !!         .0   .    .         !
 2012.4*      +                               !!      0  .    .    .         !


     29.26 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDESY=DEPX$Q/SYPMM;                                                     
 GENR LAADESY=LOG(AADESY+.00001);                                             
 GENR LADESY=LOG(ADESY+.00001);                                               
 LHS AADESY=EXP(LAADESY)-.00001;                                              
  EQ 1555 LAADESY C LADESY(-1) PDESY;                                         
EQUATION 1078  LAADESY  
   RHS     C  LADESY(-1)  PDESY  
 SMPL 1973.1 2012.4;                                                          
Sample period is now  1973.1 to  2012.4 Internally:    85 to   244
 OLS;EST 1078 PLOT=0;END;                                                     

Equation number = 1078
**********************

Dependent variable = LAADESY 

 1973.1 -   2012.4,    0 missing obs.,  160 obs. used.

Mean of dependent variable       -5.416648418

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.242122724       0.350656954  -6.39406     1.000000
13643 LADESY  ( -1)       0.500951204       0.076332448   6.56276    -5.401576
13641 PDESY   (  0)      -0.395371800       0.189311599  -2.08847     1.185212

SE of equation            =     0.461323025
Sum of squared residuals  =  33.4125726      -0.730082661E-12
Average absolute error    =     0.321484043
Sum of ABS residuals      =  51.4374469    
R squared                 =   0.35590
Durbin-Watson statistic   =   2.10044
SMPL and No. Obs.         = 1973.1   2012.4    160

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.1!                       +  *           !!          .   . 0 .          !
 1973.2!                     + *              !!          .   .0  .          !
 1973.3!                   +  *               !!          .   . 0 .          !
 1973.4!                   + *                !!          .   .0  .          !
 1974.1!                   +     *            !!          .   .   0          !
 1974.2!                     +       *        !!          .   .   . 0        !
 1974.3!               *       +              !!        0 .   .   .          !
 1974.4!                +    *                !!          .   .   0          !
 1975.1!           *       +                  !!        0 .   .   .          !
 1975.2!              +          *            !!          .   .   .   0      !
 1975.3!                     +           *    !!          .   .   .    0     !
 1975.4!                   *     +            !!         0.   .   .          !
 1976.1!                  +*                  !!          .   .0  .          !
 1976.2!                 +      *             !!          .   .   .0         !
 1976.3!                 *  +                 !!          . 0 .   .          !
 1976.4!                +                     !!          .   0   .          !
 1977.1!             *  +                     !!          . 0 .   .          !
 1977.2!             +                        !!          .  0.   .          !
 1977.3!             +*                       !!          .   .0  .          !
 1977.4!             *+                       !!          .  0.   .          !
 1978.1!         *   +                        !!          .0  .   .          !
 1978.2!             +       *                !!          .   .   . 0        !
 1978.3!                 * +                  !!          .  0.   .          !
 1978.4!             *   +                    !!          .0  .   .          !
 1979.1!               + *                    !!          .   . 0 .          !
 1979.2!                 +*                   !!          .   .0  .          !
 1979.3!                 +  *                 !!          .   . 0 .          !
 1979.4!                   + *                !!          .   . 0 .          !
 1980.1!                *  +                  !!          . 0 .   .          !
 1980.2!                 +     *              !!          .   .   0          !
 1980.3!                    + *               !!          .   . 0 .          !
 1980.4!                    +*                !!          .   .0  .          !
 1981.1!                   *+                 !!          .  0.   .          !
 1981.2!            *    +                    !!          0   .   .          !
 1981.3!              +                       !!          .   0   .          !
 1981.4!             +    *                   !!          .   .   0          !
 1982.1!             *   +                    !!          .0  .   .          !
 1982.2!             +     *                  !!          .   .   0          !
 1982.3!             *   +                    !!          . 0 .   .          !
 1982.4!             +   *                    !!          .   .  0.          !
 1983.1!                +       *             !!          .   .   .  0       !
 1983.2!              *   +                   !!          .0  .   .          !
 1983.3!         *     +                      !!          0   .   .          !
 1983.4!           * +                        !!          .  0.   .          !
 1984.1!           +*                         !!          .   .0  .          !
 1984.2!            +             *           !!          .   .   .     0    !
 1984.3!            *        +                !!       0  .   .   .          !
 1984.4!             +     *                  !!          .   .   0          !
 1985.1!              *   +                   !!          .0  .   .          !
 1985.2!             +         *              !!          .   .   .   0      !
 1985.3!                   +       *          !!          .   .   .  0       !
 1985.4!                      +      *        !!          .   .   .0         !
 1986.1!                 *    +               !!          0   .   .          !
 1986.2!            * +                       !!          . 0 .   .          !
 1986.3!           +                  *       !!          .   .   .         0!
 1986.4!                      * +             !!          .  0.   .          !
 1987.1!   *                +                 !! 0        .   .   .          !
 1987.2!       +    *                         !!          .   .   0          !
 1987.3!     *         +                      !!      0   .   .   .          !
 1987.4!         +            *               !!          .   .   .     0    !
 1988.1!             *   +                    !!          .0  .   .          !
 1988.2!               +*                     !!          .   .0  .          !
 1988.3!                *+                    !!          .  0.   .          !
 1988.4!          *  +                        !!          . 0 .   .          !
 1989.1!           +    *                     !!          .   .  0.          !
 1989.2!                +  *                  !!          .   . 0 .          !
 1989.3!                 +             *      !!          .   .   .     0    !
 1989.4!                       +              *!          .   .   .      0   !
 1990.1!                            +         !!          .   0   .          !
 1990.2!   *                   +              !0          .   .   .          !
 1990.3!         +           *                !!          .   .   .    0     !
 1990.4!                   +             *    !!          .   .   .      0   !
 1991.1!                         +         *  !!          .   .   .  0       !
 1991.2!                      *   +           !!          .0  .   .          !
 1991.3!                   *+                 !!          .  0.   .          !
 1991.4!                  +*                  !!          .   0   .          !
 1992.1!                 *+                   !!          .  0.   .          !
 1992.2!                *+                    !!          .  0.   .          !
 1992.3!                 +                    !!          .   0   .          !
 1992.4!                 +                    !!          .   0   .          !
 1993.1!                 +                    !!          .   0   .          !
 1993.2!                *+                    !!          .  0.   .          !
 1993.3!                 +*                   !!          .   .0  .          !
 1993.4!                 *+                   !!          .   0   .          !
 1994.1!              *   +                   !!          .0  .   .          !
 1994.2!               *+                     !!          .   0   .          !
 1994.3!                +     *               !!          .   .   0          !
 1994.4!               *    +                 !!          0   .   .          !
 1995.1!                +   *                 !!          .   .  0.          !
 1995.2!                  +*                  !!          .   .0  .          !
 1995.3!                 *+                   !!          .   0   .          !
 1995.4!                 +                    !!          .   0   .          !
 1996.1!                 +                    !!          .   0   .          !
 1996.2!                *+                    !!          .  0.   .          !
 1996.3!                *+                    !!          .  0.   .          !
 1996.4!             *   +                    !!          .0  .   .          !
 1997.1!               +   *                  !!          .   . 0 .          !
 1997.2!                  +*                  !!          .   .0  .          !
 1997.3!                  +                   !!          .   0   .          !
 1997.4!                 *+                   !!          .   0   .          !
 1998.1!                  +  *                !!          .   . 0 .          !
 1998.2!                   +*                 !!          .   .0  .          !
 1998.3!                  + *                 !!          .   .0  .          !
 1998.4!                  +*                  !!          .   .0  .          !
 1999.1!                  +  *                !!          .   . 0 .          !
 1999.2!                   +                  !!          .   0   .          !
 1999.3!                  +  *                !!          .   . 0 .          !
 1999.4!                   + *                !!          .   . 0 .          !
 2000.1!                  *+                  !!          .  0.   .          !
 2000.2!                 *+                   !!          .   0   .          !
 2000.3!                  +*                  !!          .   .0  .          !
 2000.4!                  +*                  !!          .   0   .          !
 2001.1!                 *+                   !!          .  0.   .          !
 2001.2!                *+                    !!          .  0.   .          !
 2001.3!                *+                    !!          .  0.   .          !
 2001.4!               * +                    !!          . 0 .   .          !
 2002.1!               *+                     !!          .  0.   .          !
 2002.2!               *+                     !!          .  0.   .          !
 2002.3!              * +                     !!          .  0.   .          !
 2002.4!              * +                     !!          .  0.   .          !
 2003.1!               *+                     !!          .   0   .          !
 2003.2!               *+                     !!          .  0.   .          !
 2003.3!               *+                     !!          .  0.   .          !
 2003.4!              * +                     !!          .  0.   .          !
 2004.1!         *     +                      !!         0.   .   .          !
 2004.2!         * +                          !!          .  0.   .          !
 2004.3!         * +                          !!          .  0.   .          !
 2004.4!          +                           !!          .   0   .          !
 2005.1!          *+                          !!          .  0.   .          !
 2005.2!           +   *                      !!          .   .  0.          !
 2005.3!       *      +                       !!         0.   .   .          !
 2005.4!      *   +                           !!          .0  .   .          !
 2006.1!         +                            !!          .   0   .          !
 2006.2!       *   +                          !!          .0  .   .          !
 2006.3*          +                           !!      0   .   .   .          !
 2006.4!      +                               !!          .   0   .          !
 2007.1!        * +                           !!          .  0.   .          !
 2007.2! *         +                          !!      0   .   .   .          !
 2007.3!       + *                            !!          .   . 0 .          !
 2007.4!      *    +                          !!          .0  .   .          !
 2008.1!     *    +                           !!          0   .   .          !
 2008.2!         + *                          !!          .   .0  .          !
 2008.3!             + *                      !!          .   . 0 .          !
 2008.4!       *       +                      !!        0 .   .   .          !
 2009.1!         +   *                        !!          .   .  0.          !
 2009.2!        *    +                        !!          0   .   .          !
 2009.3!           +                          !!          .   0   .          !
 2009.4!       *    +                         !!          0   .   .          !
 2010.1!         * +                          !!          .  0.   .          !
 2010.2!        *   +                         !!          .0  .   .          !
 2010.3!    *      +                          !!         0.   .   .          !
 2010.4!     *   +                            !!          .0  .   .          !
 2011.1!         *+                           !!          .  0.   .          !
 2011.2!          * +                         !!          .  0.   .          !
 2011.3!    *       +                         !!        0 .   .   .          !
 2011.4!     *   +                            !!          .0  .   .          !
 2012.1!         +                            !!          .   0   .          !
 2012.2!           + *                        !!          .   .0  .          !
 2012.3!     *      +                         !!         0.   .   .          !
 2012.4*     +                                !!         0.   .   .          !


     22.50 percent of the residuals exceed 1 SE
      6.88 percent of the residuals exceed 2 SE
@@EQ 1556 LAANOSY C LANOSY(-1) PNOSY;SMPL 2007.2 2012.4;OLS;EST 1556 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWSY=SWPX$Q/SYPMM;                                                     
 GENR LAASWSY=LOG(AASWSY+.00001);                                             
 GENR LASWSY=LOG(ASWSY+.00001);                                               
 LHS AASWSY=EXP(LAASWSY)-.00001;                                              
  EQ 1557 LAASWSY C LASWSY(-1) PSWSY;                                         
EQUATION 1079  LAASWSY  
   RHS     C  LASWSY(-1)  PSWSY  
 SMPL 1968.2 2012.4;                                                          
Sample period is now  1968.2 to  2012.4 Internally:    66 to   244
 OLS;EST 1079 PLOT=0;END;                                                     

Equation number = 1079
**********************

Dependent variable = LAASWSY 

 1968.2 -   2012.4,    0 missing obs.,  179 obs. used.

Mean of dependent variable       -4.634810203

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.751307399       0.303534692  -5.76971     1.000000
13646 LASWSY  ( -1)       0.603563790       0.064038681   9.42499    -4.622833
13644 PSWSY   (  0)      -0.068442499       0.109281801  -0.62629     1.363596

SE of equation            =     0.403021005
Sum of squared residuals  =  28.5869638       0.211652917E-11
Average absolute error    =     0.302171323
Sum of ABS residuals      =  54.0886669    
R squared                 =   0.35292
Durbin-Watson statistic   =   2.16192
SMPL and No. Obs.         = 1968.2   2012.4    179

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.2!                        +  *          !!          .   . 0 .          !
 1968.3!                        + *           !!          .   .0  .          !
 1968.4!                        +             !!          .   .0  .          !
 1969.1!                       +          *   !!          .   .   .   0      !
 1969.2!                            +   *     !!          .   . 0 .          !
 1969.3!                           +         *!!          .   .   .  0       !
 1969.4!                       *      +       !!         0.   .   .          !
 1970.1!                      +*              !!          .   .0  .          !
 1970.2!                      +           *   !!          .   .   .   0      !
 1970.3!                            +     *   !!          .   .   0          !
 1970.4!                       *    +         !!          0   .   .          !
 1971.1!                      +  *            !!          .   . 0 .          !
 1971.2!                      *+              !!          .  0.   .          !
 1971.3!                      +       *       !!          .   .   . 0        !
 1971.4!                    *      +          !!         0.   .   .          !
 1972.1!                     +   *            !!          .   .  0.          !
 1972.2!                        +*            !!          .   .0  .          !
 1972.3!                        +*            !!          .   .0  .          !
 1972.4!                       *+             !!          .   0   .          !
 1973.1!                     * +              !!          .  0.   .          !
 1973.2!                     +     *          !!          .   .   0          !
 1973.3!                         +*           !!          .   .0  .          !
 1973.4!                *       +             !!        0 .   .   .          !
 1974.1!                  +      *            !!          .   .   .0         !
 1974.2!                  *    +              !!          0   .   .          !
 1974.3!                   +      *           !!          .   .   .0         !
 1974.4!                       *+             !!          .  0.   .          !
 1975.1!                     * +              !!          .  0.   .          !
 1975.2!                     +        *       !!          .   .   . 0        !
 1975.3!                      *   +           !!          .0  .   .          !
 1975.4!                      +    *          !!          .   .  0.          !
 1976.1!                   *     +            !!          0   .   .          !
 1976.2!                    +                 !!          .   0   .          !
 1976.3!                     +    *           !!          .   .   0          !
 1976.4!                        +      *      !!          .   .   .0         !
 1977.1!                           +          !!          .   0   .          !
 1977.2!                  *      +            !!         0.   .   .          !
 1977.3!                   +   *              !!          .   . 0 .          !
 1977.4!                    * +               !!          . 0 .   .          !
 1978.1!                  * +                 !!          . 0 .   .          !
 1978.2!                   +        *         !!          .   .   . 0        !
 1978.3!                         +    *       !!          .   .  0.          !
 1978.4!                           + *        !!          .   .0  .          !
 1979.1!                          +           !!          .   0   .          !
 1979.2!                        +     *       !!          .   .   0          !
 1979.3!                           +          !!          .   0   .          !
 1979.4!                         +            !!          .   0   .          !
 1980.1!                        +     *       !!          .   .   0          !
 1980.2!                           +*         !!          .   .0  .          !
 1980.3!                          +     *     !!          .   .   .0         !
 1980.4!                            +  *      !!          .   . 0 .          !
 1981.1!                      *     +         !!          0   .   .          !
 1981.2!                     +    *           !!          .   .  0.          !
 1981.3!                *       +             !!        0 .   .   .          !
 1981.4!                  +*                  !!          .   .0  .          !
 1982.1!                  * +                 !!          .  0.   .          !
 1982.2!                   +*                 !!          .   .0  .          !
 1982.3!               *     +                !!          0   .   .          !
 1982.4!                  +       *           !!          .   .   . 0        !
 1983.1!                        +             !!          .   0   .          !
 1983.2!                       +    *         !!          .   .   0          !
 1983.3!                     *   +            !!          .0  .   .          !
 1983.4!                     +*               !!          .   .0  .          !
 1984.1!             *       +                !!        0 .   .   .          !
 1984.2!                +        *            !!          .   .   . 0        !
 1984.3!                  *     +             !!          0   .   .          !
 1984.4!                   +*                 !!          .   0   .          !
 1985.1!                 *   +                !!          .0  .   .          !
 1985.2!                  +   *               !!          .   . 0 .          !
 1985.3!                     +    *           !!          .   .  0.          !
 1985.4!                        + *           !!          .   .0  .          !
 1986.1!            *           +             !!      0   .   .   .          !
 1986.2!               + *                    !!          .   .0  .          !
 1986.3!                  +   *               !!          .   .  0.          !
 1986.4!                      +     *         !!          .   .   0          !
 1987.1!              *           +           !!      0   .   .   .          !
 1987.2!                 +       *            !!          .   .   . 0        !
 1987.3!            *           +             !!      0   .   .   .          !
 1987.4!          *     +                     !!          0   .   .          !
 1988.1!              + *                     !!          .   .0  .          !
 1988.2!                * +                   !!          .  0.   .          !
 1988.3!           *       +                  !!        0 .   .   .          !
 1988.4!        *     +                       !!         0.   .   .          !
 1989.1!             +           *            !!          .   .   .    0     !
 1989.2!                        + *           !!          .   .0  .          !
 1989.3!                  *     +             !!          0   .   .          !
 1989.4!                   +       *          !!          .   .   .0         !
 1990.1!                         + *          !!          .   .0  .          !
 1990.2!                     *   +            !!          .0  .   .          !
 1990.3!               *     +                !!          0   .   .          !
 1990.4!                  +           *       !!          .   .   .    0     !
 1991.1!                           +     *    !!          .   .   .0         !
 1991.2!                             +        *!          .   .   .  0       !
 1991.3!                     *          +     !!       0  .   .   .          !
 1991.4!                     +*               !!          .   0   .          !
 1992.1!                    * +               !!          .  0.   .          !
 1992.2!                     +  *             !!          .   . 0 .          !
 1992.3!                       +    *         !!          .   .  0.          !
 1992.4!                         +            !!          .   0   .          !
 1993.1!                   *    +             !!          .0  .   .          !
 1993.2!                    +   *             !!          .   . 0 .          !
 1993.3!                    *  +              !!          .0  .   .          !
 1993.4!                     +  *             !!          .   .  0.          !
 1994.1!                      * +             !!          .  0.   .          !
 1994.2!                      +      *        !!          .   .   .0         !
 1994.3!                       *  +           !!          . 0 .   .          !
 1994.4!                       +              !!          .   0   .          !
 1995.1!                       +*             !!          .   .0  .          !
 1995.2!                       +*             !!          .   0   .          !
 1995.3!                     * +              !!          .  0.   .          !
 1995.4!                     +*               !!          .   .0  .          !
 1996.1!                   *  +               !!          . 0 .   .          !
 1996.2!                  * +                 !!          .  0.   .          !
 1996.3!                 *  +                 !!          . 0 .   .          !
 1996.4!                  *+                  !!          .   0   .          !
 1997.1!                    + *               !!          .   . 0 .          !
 1997.2!                      +*              !!          .   0   .          !
 1997.3!                     *+               !!          .  0.   .          !
 1997.4!                     +                !!          .   0   .          !
 1998.1!                     + *              !!          .   .0  .          !
 1998.2!                      +               !!          .   0   .          !
 1998.3!                      +               !!          .   0   .          !
 1998.4!                      +               !!          .   0   .          !
 1999.1!                 *    +               !!          .0  .   .          !
 1999.2!            *      +                  !!         0.   .   .          !
 1999.3!                +                     !!          .   0   .          !
 1999.4!                   +             *    !!          .   .   .     0    !
 2000.1!                             +        !!          .   0   .          !
 2000.2!                          + *         !!          .   .0  .          !
 2000.3!                          + *         !!          .   .0  .          !
 2000.4!                         +  *         !!          .   . 0 .          !
 2001.1!                         *+           !!          .  0.   .          !
 2001.2!                        +             !!          .   0   .          !
 2001.3!                      *+              !!          .  0.   .          !
 2001.4!                      +               !!          .   0   .          !
 2002.1!                      +      *        !!          .   .   .0         !
 2002.2!                          + *         !!          .   .0  .          !
 2002.3!                          +*          !!          .   .0  .          !
 2002.4!                         + *          !!          .   . 0 .          !
 2003.1!                         +            !!          .   0   .          !
 2003.2!                        + *           !!          .   .0  .          !
 2003.3!                        +             !!          .   0   .          !
 2003.4!                       + *            !!          .   .0  .          !
 2004.1!                        +             !!          .   0   .          !
 2004.2!                       +*             !!          .   .0  .          !
 2004.3!                       +              !!          .   0   .          !
 2004.4!                      + *             !!          .   . 0 .          !
 2005.1!                       + *            !!          .   .0  .          !
 2005.2!                  *     +             !!          0   .   .          !
 2005.3!               *   +                  !!          .0  .   .          !
 2005.4!              *  +                    !!          .0  .   .          !
 2006.1!        *        +                    !!        0 .   .   .          !
 2006.2!              +*                      !!          .   .0  .          !
 2006.3!            *     +                   !!          0   .   .          !
 2006.4!               +                      !!          .  0.   .          !
 2007.1!                *+                    !!          .  0.   .          !
 2007.2!              *   +                   !!          .0  .   .          !
 2007.3!              *  +                    !!          . 0 .   .          !
 2007.4!          *      +                    !!         0.   .   .          !
 2008.1!          *   +                       !!          .0  .   .          !
 2008.2!              +                       !!          .   0   .          !
 2008.3!             *   +                    !!          .0  .   .          !
 2008.4!                *+                    !!          .   0   .          !
 2009.1!                  +                   !!          .   0   .          !
 2009.2!                   +  *               !!          .   . 0 .          !
 2009.3!         *            +               !!     0    .   .   .          !
 2009.4!              + *                     !!          .   . 0 .          !
 2010.1!                  +  *                !!          .   . 0 .          !
 2010.2!                    *+                !!          .  0.   .          !
 2010.3!                  * +                 !!          . 0 .   .          !
 2010.4!               *   +                  !!          .0  .   .          !
 2011.1!               *  +                   !!          . 0 .   .          !
 2011.2!                  +    *              !!          .   .   0          !
 2011.3!                       +    *         !!          .   .   0          !
 2011.4!    *                    +            !0          .   .   .          !
 2012.1!  *        +                          !!        0 .   .   .          !
 2012.2!    *     +                           !!          0   .   .          !
 2012.3!   *       +                          !!        0 .   .   .          !
 2012.4*         +                            !!       0  .   .   .          !


     30.73 percent of the residuals exceed 1 SE
      5.59 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGRSY=GRPX$Q/SYPMM;                                                     
 GENR LAAGRSY=LOG(AAGRSY+.00001);                                             
 GENR LAGRSY=LOG(AGRSY+.00001);                                               
 LHS AAGRSY=EXP(LAAGRSY)-.00001;                                              
  EQ 1558 LAAGRSY C LAGRSY(-1) PGRSY;                                         
EQUATION 1080  LAAGRSY  
   RHS     C  LAGRSY(-1)  PGRSY  
 SMPL 1970.1 2012.4;                                                          
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
 OLS;EST 1080 PLOT=0;END;                                                     

Equation number = 1080
**********************

Dependent variable = LAAGRSY 

 1970.1 -   2012.4,    0 missing obs.,  172 obs. used.

Mean of dependent variable       -4.573941172

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.143348370       0.319501848  -6.70841     1.000000
13649 LAGRSY  ( -1)       0.370219013       0.075524732   4.90196    -4.568180
13647 PGRSY   (  0)      -0.611830434       0.181007151  -3.38015     1.208449

SE of equation            =     0.630082669
Sum of squared residuals  =  67.0937048      -0.270983236E-11
Average absolute error    =     0.442960399
Sum of ABS residuals      =  76.1891886    
R squared                 =   0.27015
Durbin-Watson statistic   =   2.03917
SMPL and No. Obs.         = 1970.1   2012.4    172

Plot of actual(*) and fitted(+) values and residuals(0)


 1970.1!            +   *                     !!           .  .  0           !
 1970.2!                 + *                  !!           .  . 0.           !
 1970.3!       *          +                   !!      0    .  .  .           !
 1970.4!      *      +                        !!         0 .  .  .           !
 1971.1!       *     +                        !!         0 .  .  .           !
 1971.2!             +      *                 !!           .  .  . 0         !
 1971.3!            *      +                  !!         0 .  .  .           !
 1971.4!                +    *                !!           .  .  0           !
 1972.1!                    +  *              !!           .  . 0.           !
 1972.2!                    * +               !!           .0 .  .           !
 1972.3!                    *+                !!           . 0.  .           !
 1972.4!                *   +                 !!           0  .  .           !
 1973.1!        *         +                   !!       0   .  .  .           !
 1973.2!             * +                      !!           .0 .  .           !
 1973.3!              *  +                    !!           .0 .  .           !
 1973.4!                 +                    *!           .  .  .           0
 1974.1!          *               +           !!  0        .  .  .           !
 1974.2!                +   *                 !!           .  . 0.           !
 1974.3!                    +                 !!           .  0  .           !
 1974.4!                    +    *            !!           .  .  0           !
 1975.1!                      +               !!           .  0  .           !
 1975.2!                     +                !!           .  0  .           !
 1975.3!                     +        *       !!           .  .  .   0       !
 1975.4!                         +*           !!           .  .0 .           !
 1976.1!                   *   +              !!           .0 .  .           !
 1976.2!                  * +                 !!           . 0.  .           !
 1976.3!                   +*                 !!           .  .0 .           !
 1976.4!                    +     *           !!           .  .  . 0         !
 1977.1!                *     +               !!          0.  .  .           !
 1977.2!                  + *                 !!           .  . 0.           !
 1977.3!                   + *                !!           .  .0 .           !
 1977.4!                   +   *              !!           .  .  0           !
 1978.1!                    +                 !!           .  0  .           !
 1978.2!                    +  *              !!           .  . 0.           !
 1978.3!                      + *             !!           .  . 0.           !
 1978.4!                      +*              !!           .  .0 .           !
 1979.1!                     +*               !!           .  .0 .           !
 1979.2!                    *+                !!           . 0.  .           !
 1979.3!                    +                 !!           .  0  .           !
 1979.4!                    +   *             !!           .  .  0           !
 1980.1!                      +  *            !!           .  . 0.           !
 1980.2!                      +    *          !!           .  .  0           !
 1980.3!                       + *            !!           .  . 0.           !
 1980.4!                      +  *            !!           .  . 0.           !
 1981.1!                   *  +               !!           0  .  .           !
 1981.2!                  +    *              !!           .  .  .0          !
 1981.3!                    +  *              !!           .  . 0.           !
 1981.4!                   +    *             !!           .  .  .0          !
 1982.1!                     +   *            !!           .  .  0           !
 1982.2!                    + *               !!           .  . 0.           !
 1982.3!                    +     *           !!           .  .  . 0         !
 1982.4!                    +*                !!           .  0  .           !
 1983.1!                    +                 !!           .  0  .           !
 1983.2!                  +   *               !!           .  .  0           !
 1983.3!                   *+                 !!           . 0.  .           !
 1983.4!                   + *                !!           .  .0 .           !
 1984.1!                 *+                   !!           .  0  .           !
 1984.2!                 +  *                 !!           .  . 0.           !
 1984.3!                    + *               !!           .  . 0.           !
 1984.4!                    +                 !!           .  0  .           !
 1985.1!                   +                  !!           .  0  .           !
 1985.2!                  +*                  !!           .  .0 .           !
 1985.3!                  +    *              !!           .  .  .0          !
 1985.4!                      +*              !!           .  .0 .           !
 1986.1!                 *  +                 !!           .0 .  .           !
 1986.2!                  + *                 !!           .  . 0.           !
 1986.3!                  +     *             !!           .  .  .0          !
 1986.4!                      *+              !!           . 0.  .           !
 1987.1!              *      +                !!         0 .  .  .           !
 1987.2!                 + *                  !!           .  . 0.           !
 1987.3!                     +                !!           .  0  .           !
 1987.4!                    + *               !!           .  . 0.           !
 1988.1!                *   +                 !!           .0 .  .           !
 1988.2!                  *+                  !!           . 0.  .           !
 1988.3!                  * +                 !!           .0 .  .           !
 1988.4!                 +  *                 !!           .  . 0.           !
 1989.1!             *     +                  !!          0.  .  .           !
 1989.2!                 + *                  !!           .  .0 .           !
 1989.3!                   +*                 !!           .  0  .           !
 1989.4!                    +  *              !!           .  . 0.           !
 1990.1!                      +               !!           .  0  .           !
 1990.2!                   *  +               !!           .0 .  .           !
 1990.3!                    +*                !!           .  .0 .           !
 1990.4!                     +                !!           .  0  .           !
 1991.1!                   * +                !!           . 0.  .           !
 1991.2!                     +*               !!           .  .0 .           !
 1991.3!                      +   *           !!           .  .  0           !
 1991.4!                      *+              !!           . 0.  .           !
 1992.1!                  *   +               !!           0  .  .           !
 1992.2!                *   +                 !!           0  .  .           !
 1992.3!                    +*                !!           .  .0 .           !
 1992.4!                     + *              !!           .  .0 .           !
 1993.1!                 *    +               !!          0.  .  .           !
 1993.2!                    +  *              !!           .  . 0.           !
 1993.3!                      + *             !!           .  .0 .           !
 1993.4!                     *+               !!           . 0.  .           !
 1994.1!                  *   +               !!           .0 .  .           !
 1994.2!                  * +                 !!           . 0.  .           !
 1994.3!                  * +                 !!           .0 .  .           !
 1994.4!                    +   *             !!           .  .  0           !
 1995.1!                      +               !!           . 0.  .           !
 1995.2!                 *   +                !!           0  .  .           !
 1995.3!                   +*                 !!           .  .0 .           !
 1995.4!                     +                !!           .  0  .           !
 1996.1!                   * +                !!           .0 .  .           !
 1996.2!                    +  *              !!           .  . 0.           !
 1996.3!                   *  +               !!           .0 .  .           !
 1996.4!                    +                 !!           . 0.  .           !
 1997.1!                     +*               !!           .  .0 .           !
 1997.2!                      +               !!           .  0  .           !
 1997.3!                      +               !!           .  0  .           !
 1997.4!                     +                !!           .  0  .           !
 1998.1!                    *+                !!           . 0.  .           !
 1998.2!                    *+                !!           .  0  .           !
 1998.3!                    +                 !!           . 0.  .           !
 1998.4!                   *+                 !!           . 0.  .           !
 1999.1!                   *+                 !!           . 0.  .           !
 1999.2!                    + *               !!           .  .0 .           !
 1999.3!                     +*               !!           .  .0 .           !
 1999.4!                 *    +               !!           0  .  .           !
 2000.1!                    +*                !!           .  .0 .           !
 2000.2!                     +  *             !!           .  . 0.           !
 2000.3!                      +               !!           .  0  .           !
 2000.4!                      +*              !!           .  .0 .           !
 2001.1!                      +               !!           .  0  .           !
 2001.2!                      +               !!           .  .0 .           !
 2001.3!                 *    +               !!          0.  .  .           !
 2001.4!                  * +                 !!           . 0.  .           !
 2002.1!                   *+                 !!           . 0.  .           !
 2002.2!               *    +                 !!          0.  .  .           !
 2002.3!                *  +                  !!           .0 .  .           !
 2002.4!                   +                  !!           .  0  .           !
 2003.1!                    +*                !!           .  .0 .           !
 2003.2!                     + *              !!           .  . 0.           !
 2003.3!                      +               !!           .  .0 .           !
 2003.4!                     +                !!           .  0  .           !
 2004.1!                 *   +                !!           .0 .  .           !
 2004.2!                *+                    !!           . 0.  .           !
 2004.3!                 +*                   !!           .  .0 .           !
 2004.4!                 +   *                !!           .  . 0.           !
 2005.1!                  +                   !!           .  0  .           !
 2005.2!                  +   *               !!           .  .  0           !
 2005.3!                   +    *             !!           .  .  0           !
 2005.4!                    +  *              !!           .  . 0.           !
 2006.1!                    +  *              !!           .  . 0.           !
 2006.2!                    +   *             !!           .  .  0           !
 2006.3!                    +*                !!           .  .0 .           !
 2006.4!                 * +                  !!           . 0.  .           !
 2007.1!               *  +                   !!           .0 .  .           !
 2007.2!                +    *                !!           .  .  0           !
 2007.3!                  *+                  !!           . 0.  .           !
 2007.4!                 +   *                !!           .  . 0.           !
 2008.1!               *   +                  !!           .0 .  .           !
 2008.2!                 +                    !!           .  0  .           !
 2008.3!                  +*                  !!           .  .0 .           !
 2008.4!               *   +                  !!           .0 .  .           !
 2009.1!                +                     !!           .  0  .           !
 2009.2!                *+                    !!           .  0  .           !
 2009.3!                 +   *                !!           .  . 0.           !
 2009.4!            *     +                   !!         0 .  .  .           !
 2010.1!                +*                    !!           .  .0 .           !
 2010.2!                  +                   !!           .  0  .           !
 2010.3!           *      +                   !!         0 .  .  .           !
 2010.4!            *  +                      !!           .0 .  .           !
 2011.1!      *        +                      !!       0   .  .  .           !
 2011.2!           * +                        !!           . 0.  .           !
 2011.3!             * +                      !!           . 0.  .           !
 2011.4!               +  *                   !!           .  . 0.           !
 2012.1!                 +                    !!           .  0  .           !
 2012.2!           *    +                     !!          0.  .  .           !
 2012.3!*             +                       !!    0      .  .  .           !
 2012.4*      +                               !!         0 .  .  .           !


     22.67 percent of the residuals exceed 1 SE
      4.07 percent of the residuals exceed 2 SE
@EQ  1559 LAAIRSY C LAIRSY(-1) PIRSY;SMPL 1975.1 2012.4;OLS;EST 1559 PLOT=0;EN
@@EQ 1560 LAAPOSY C LAPOSY(-1) PPOSY;SMPL 1998.4 2012.4;OLS;EST 1560 PLOT=0;EN
@@EQ 1561 LAASPSY C LASPSY(-1) PSPSY;SMPL 1992.3 2012.4;OLS;EST 1561 PLOT=0;EN
@@EQ 1562 LAANZSY C LANZSY(-1) PNZSY;SMPL 1992.1 2012.4;OLS;EST 1562 PLOT=0;EN
@@EQ 1563 LAASASY C LASASY(-1) PSASY;SMPL 1994.3 2012.4;OLS;EST 1563 PLOT=0;EN
@@EQ 1564 LAAVESY C LAVESY(-1) PVESY;SMPL 2001.3 2012.4;OLS;EST 1564 PLOT=0;EN
@@EQ 1565 LAACOSY C LACOSY(-1) PCOSY;SMPL 1992.3 2012.4;OLS;EST 1565 PLOT=0;EN
@EQ  1566 LAAJOSY C LAJOSY(-1) PJOSY;SMPL 1985.3 2012.4;OLS;EST 1566 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDSY=IDPX$Q/SYPMM;                                                     
 GENR LAAIDSY=LOG(AAIDSY+.00001);                                             
 GENR LAIDSY=LOG(AIDSY+.00001);                                               
 LHS AAIDSY=EXP(LAAIDSY)-.00001;                                              
  EQ 1567 LAAIDSY C LAIDSY(-1) PIDSY;                                         
EQUATION 1081  LAAIDSY  
   RHS     C  LAIDSY(-1)  PIDSY  
 SMPL 1988.3 2012.4;                                                          
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
 OLS;EST 1081 PLOT=0;END;                                                     

Equation number = 1081
**********************

Dependent variable = LAAIDSY 

 1988.3 -   2012.4,    0 missing obs.,   98 obs. used.

Mean of dependent variable       -4.315933610

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.486768828       0.238573832  -2.04033     1.000000
13652 LAIDSY  ( -1)       0.856722906       0.045823681  18.69607    -4.334704
13650 PIDSY   (  0)      -0.088660913       0.089391204  -0.99183     1.302996

SE of equation            =     0.355645000
Sum of squared residuals  =  12.0159198      -0.168309811E-12
Average absolute error    =     0.260693287
Sum of ABS residuals      =  25.5479422    
R squared                 =   0.78630
Durbin-Watson statistic   =   2.74917
SMPL and No. Obs.         = 1988.3   2012.4     98

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.3!        + *                           !!          .   . 0 .          !
 1988.4*            +                         !0          .   .   .          !
 1989.1!   +   *                              !!          .   .   .0         !
 1989.2!    *    +                            !!       0  .   .   .          !
 1989.3!  *    +                              !!        0 .   .   .          !
 1989.4!      +          *                    !!          .   .   .        0 !
 1990.1!              *    +                  !!        0 .   .   .          !
 1990.2!          *     +                     !!       0  .   .   .          !
 1990.3!             +  *                     !!          .   .   0          !
 1990.4!                  +*                  !!          .   .0  .          !
 1991.1!                    +                 !!          .   0   .          !
 1991.2!                     *+               !!          .   0   .          !
 1991.3!                       + *            !!          .   .  0.          !
 1991.4!                  *       +           !!     0    .   .   .          !
 1992.1!                    +*                !!          .   . 0 .          !
 1992.2!                     * +              !!          .  0.   .          !
 1992.3!                      *+              !!          .  0.   .          !
 1992.4!                      *+              !!          . 0 .   .          !
 1993.1!                     * +              !!          . 0 .   .          !
 1993.2!                      +    *          !!          .   .   .0         !
 1993.3!                        *  +          !!          0   .   .          !
 1993.4!                     *   +            !!          0   .   .          !
 1994.1!                 *    +               !!        0 .   .   .          !
 1994.2!                   + *                !!          .   .  0.          !
 1994.3!                       +              !!          .   0   .          !
 1994.4!              *         +             !!   0      .   .   .          !
 1995.1!                 +      *             !!          .   .   .   0      !
 1995.2!                    *    +            !!         0.   .   .          !
 1995.3!                  *   +               !!          0   .   .          !
 1995.4!                    +      *          !!          .   .   .   0      !
 1996.1!                          *+          !!          . 0 .   .          !
 1996.2!                           +  *       !!          .   .   0          !
 1996.3!                       *      +       !!     0    .   .   .          !
 1996.4!                        +    *        !!          .   .   . 0        !
 1997.1!                            *+        !!          .  0.   .          !
 1997.2!                            +         !!          .  0.   .          !
 1997.3!                            +         !!          .   0   .          !
 1997.4!                       *    +         !!       0  .   .   .          !
 1998.1!                        +   *         !!          .   .   .0         !
 1998.2!                           *+         !!          .  0.   .          !
 1998.3!                           + *        !!          .   .0  .          !
 1998.4!                           * +        !!          . 0 .   .          !
 1999.1!                           +  *       !!          .   .   0          !
 1999.2!                            * +       !!          .0  .   .          !
 1999.3!                            + *       !!          .   .  0.          !
 1999.4!                              +       !!          .   0   .          !
 2000.1!                              + *     !!          .   . 0 .          !
 2000.2!                               *+     !!          .  0.   .          !
 2000.3!                               + *    !!          .   . 0 .          !
 2000.4!                                +     !!          .   0   .          !
 2001.1!                                +  *  !!          .   .  0.          !
 2001.2!                                 *+   !!          .  0.   .          !
 2001.3!                                 +    !!          .   .0  .          !
 2001.4!                               * +    !!          . 0 .   .          !
 2002.1!                               +   *  !!          .   .   .0         !
 2002.2!                                  *+  !!          .   0   .          !
 2002.3!                                  +*  !!          .   . 0 .          !
 2002.4!                                  *+  !!          .  0.   .          !
 2003.1!                                 +    *!          .   .   .0         !
 2003.2!                                     +!!          .   0   .          !
 2003.3!                                    +*!!          .   .0  .          !
 2003.4!                                    + *!          .   . 0 .          !
 2004.1!                                  *  +!!          .0  .   .          !
 2004.2!                                *+    !!          .  0.   .          !
 2004.3!                                +*    !!          .   .0  .          !
 2004.4!                                +*    !!          .   .0  .          !
 2005.1!                                +  *  !!          .   .   0          !
 2005.2!                                * +   !!          .0  .   .          !
 2005.3!                               +*     !!          .   .0  .          !
 2005.4!                               +*     !!          .   .0  .          !
 2006.1!                               +    * !!          .   .   . 0        !
 2006.2!                                  *+  !!          .  0.   .          !
 2006.3!                                 +*   !!          .   . 0 .          !
 2006.4!                                *+    !!          . 0 .   .          !
 2007.1!                               +      *!          .   .   .   0      !
 2007.2!                                    + !!          .   0   .          !
 2007.3!                                   +* !!          .   . 0 .          !
 2007.4!                                   + *!!          .   .  0.          !
 2008.1!                              *     + !!        0 .   .   .          !
 2008.2!                           *  +       !!          .0  .   .          !
 2008.3!                            +  *      !!          .   .   0          !
 2008.4!                              *+      !!          .  0.   .          !
 2009.1!                             +*       !!          .   .0  .          !
 2009.2!                             + *      !!          .   .0  .          !
 2009.3!                              +*      !!          .   .0  .          !
 2009.4!                            * +       !!          .0  .   .          !
 2010.1!                            +*        !!          .   .0  .          !
 2010.2!                            + *       !!          .   . 0 .          !
 2010.3!                           *  +       !!          .0  .   .          !
 2010.4!                           +     *    !!          .   .   .   0      !
 2011.1!                                +     !!          .   0   .          !
 2011.2!                             * +      !!          .0  .   .          !
 2011.3!                            +    *    !!          .   .   . 0        !
 2011.4!                               +*     !!          .   .0  .          !
 2012.1!                               +    * !!          .   .   .0         !
 2012.2!                                  + * !!          .   .  0.          !
 2012.3!                           *      +   !!      0   .   .   .          !
 2012.4!                         +            !!          .  0.   .          !


     27.55 percent of the residuals exceed 1 SE
      4.08 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMASY=MAPX$Q/SYPMM;                                                     
 GENR LAAMASY=LOG(AAMASY+.00001);                                             
 GENR LAMASY=LOG(AMASY+.00001);                                               
 LHS AAMASY=EXP(LAAMASY)-.00001;                                              
  EQ 1568 LAAMASY C LAMASY(-1) PMASY;                                         
EQUATION 1082  LAAMASY  
   RHS     C  LAMASY(-1)  PMASY  
 SMPL 1979.1 2012.4;                                                          
Sample period is now  1979.1 to  2012.4 Internally:   109 to   244
 OLS;EST 1082 PLOT=0;END;                                                     

Equation number = 1082
**********************

Dependent variable = LAAMASY 

 1979.1 -   2012.4,    0 missing obs.,  136 obs. used.

Mean of dependent variable       -5.153344915

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.883878660       0.245143860  -3.60555     1.000000
13655 LAMASY  ( -1)       0.787539317       0.062841182  12.53222    -5.160353
13653 PMASY   (  0)      -0.148085344       0.118851224  -1.24597     1.387613

SE of equation            =     0.517862679
Sum of squared residuals  =  35.6681733       0.611510842E-12
Average absolute error    =     0.395390798
Sum of ABS residuals      =  53.7731485    
R squared                 =   0.72339
Durbin-Watson statistic   =   2.43122
SMPL and No. Obs.         = 1979.1   2012.4    136

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.1!          +  *                        !!        .     .  0  .        !
 1979.2!      *        +                      !!     0  .     .     .        !
 1979.3!         +  *                         !!        .     .  0  .        !
 1979.4!           *  +                       !!        .  0  .     .        !
 1980.1!          *  +                        !!        . 0   .     .        !
 1980.2!   *        +                         !!    0   .     .     .        !
 1980.3!       +  *                           !!        .     .  0  .        !
 1980.4!           * +                        !!        .   0 .     .        !
 1981.1!     *       +                        !!     0  .     .     .        !
 1981.2*       +                              !!     0  .     .     .        !
 1981.3!   +*                                 !!        .     . 0   .        !
 1981.4!       +          *                   !!        .     .     .      0 !
 1982.1!     *            +                   !0        .     .     .        !
 1982.2!  *    +                              !!        0     .     .        !
 1982.3!     +        *                       !!        .     .     .   0    !
 1982.4!     *         +                      !!    0   .     .     .        !
 1983.1!     *  +                             !!        . 0   .     .        !
 1983.2!       +       *                      !!        .     .     .  0     !
 1983.3!       *       +                      !!     0  .     .     .        !
 1983.4!   *     +                            !!      0 .     .     .        !
 1984.1! *  +                                 !!        . 0   .     .        !
 1984.2!  +          *                        !!        .     .     .     0  !
 1984.3!     *        +                       !!    0   .     .     .        !
 1984.4!       +    *                         !!        .     .    0.        !
 1985.1!         *   +                        !!        . 0   .     .        !
 1985.2!        * +                           !!        .   0 .     .        !
 1985.3!          +         *                 !!        .     .     .     0  !
 1985.4!             *      +                 !!      0 .     .     .        !
 1986.1!         *     +                      !!       0.     .     .        !
 1986.2!           *+                         !!        .     0     .        !
 1986.3!              +   *                   !!        .     .    0.        !
 1986.4!                    +*                !!        .     . 0   .        !
 1987.1!          *           +               !!0       .     .     .        !
 1987.2!            +   *                     !!        .     .    0.        !
 1987.3!           *      +                   !!      0 .     .     .        !
 1987.4!           * +                        !!        .   0 .     .        !
 1988.1!              +*                      !!        .     . 0   .        !
 1988.2!           *     +                    !!      0 .     .     .        !
 1988.3!     *        +                       !!     0  .     .     .        !
 1988.4!         +         *                  !!        .     .     .    0   !
 1989.1!                   +        *         !!        .     .     .  0     !
 1989.2!                  *        +          !!    0   .     .     .        !
 1989.3!                    +  *              !!        .     .   0 .        !
 1989.4!                       *+             !!        .    0.     .        !
 1990.1!                    *   +             !!        . 0   .     .        !
 1990.2!                    * +               !!        .   0 .     .        !
 1990.3!                     +         *      !!        .     .     .     0  !
 1990.4!                      *       +       !!     0  .     .     .        !
 1991.1!                       +*             !!        .     .0    .        !
 1991.2!                         +  *         !!        .     .   0 .        !
 1991.3!                   *        +         !!    0   .     .     .        !
 1991.4!                     +      *         !!        .     .     . 0      !
 1992.1!                          *+          !!        .   0 .     .        !
 1992.2!                      *   +           !!        . 0   .     .        !
 1992.3!                       +    *         !!        .     .    0.        !
 1992.4!                         * +          !!        .  0  .     .        !
 1993.1!                        *+            !!        .   0 .     .        !
 1993.2!                        +  *          !!        .     .  0  .        !
 1993.3!                           +*         !!        .     . 0   .        !
 1993.4!                           *+         !!        .    0.     .        !
 1994.1!                          *+          !!        .     0     .        !
 1994.2!                    *     +           !!       0.     .     .        !
 1994.3!                     +                !!        .    0.     .        !
 1994.4!                      +   *           !!        .     .    0.        !
 1995.1!                          +*          !!        .     .0    .        !
 1995.2!                          +    *      !!        .     .    0.        !
 1995.3!                             +*       !!        .     0     .        !
 1995.4!                             +*       !!        .     . 0   .        !
 1996.1!                             +        !!        .     0     .        !
 1996.2!                            +*        !!        .     0     .        !
 1996.3!                         *  +         !!        .  0  .     .        !
 1996.4!                         + *          !!        .     . 0   .        !
 1997.1!                          *+          !!        .     0     .        !
 1997.2!                        * +           !!        .  0  .     .        !
 1997.3!                        +       *     !!        .     .     .  0     !
 1997.4!                               +  *   !!        .     .   0 .        !
 1998.1!                               *+     !!        .    0.     .        !
 1998.2!                        *     +       !!        0     .     .        !
 1998.3!                        +             !!        .     0     .        !
 1998.4!                        +     *       !!        .     .     0        !
 1999.1!                             +*       !!        .     .0    .        !
 1999.2!                             +        !!        .     .0    .        !
 1999.3!                            +*        !!        .     .0    .        !
 1999.4!                            + *       !!        .     . 0   .        !
 2000.1!                            +   *     !!        .     .   0 .        !
 2000.2!                             *+       !!        .    0.     .        !
 2000.3!                            +    *    !!        .     .    0.        !
 2000.4!                               +   *  !!        .     .    0.        !
 2001.1!                              *  +    !!        .  0  .     .        !
 2001.2!                           * +        !!        .  0  .     .        !
 2001.3!                          +  *        !!        .     .  0  .        !
 2001.4!                          * +         !!        .   0 .     .        !
 2002.1!                         +   *        !!        .     .    0.        !
 2002.2!                            +         !!        .    0.     .        !
 2002.3!                           +*         !!        .     .0    .        !
 2002.4!                           +    *     !!        .     .     0        !
 2003.1!                               +*     !!        .     .0    .        !
 2003.2!                              +       *!        .     .     .  0     !
 2003.3!                                   +  *!        .     .  0  .        !
 2003.4!                                   +  *!        .     .  0  .        !
 2004.1!                               *   +  !!        . 0   .     .        !
 2004.2!                             +  *     !!        .     .  0  .        !
 2004.3!                              +       !!        .     0     .        !
 2004.4!                            + *       !!        .     . 0   .        !
 2005.1!                            +  *      !!        .     .  0  .        !
 2005.2!                             +*       !!        .     0     .        !
 2005.3!                            +   *     !!        .     .   0 .        !
 2005.4!                              +*      !!        .     .0    .        !
 2006.1!                             + *      !!        .     .  0  .        !
 2006.2!                              + *     !!        .     .  0  .        !
 2006.3!                           *  +       !!        . 0   .     .        !
 2006.4!                          +*          !!        .     .0    .        !
 2007.1!                         * +          !!        .    0.     .        !
 2007.2!                         +  *         !!        .     .   0 .        !
 2007.3!                           + *        !!        .     . 0   .        !
 2007.4!                            +  *      !!        .     .   0 .        !
 2008.1!                            * +       !!        .   0 .     .        !
 2008.2!                            +*        !!        .     .0    .        !
 2008.3!                            +*        !!        .     .0    .        !
 2008.4!                         *  +         !!        . 0   .     .        !
 2009.1!                        +   *         !!        .     .    0.        !
 2009.2!                           +*         !!        .     .0    .        !
 2009.3!                          *+          !!        .   0 .     .        !
 2009.4!                          +  *        !!        .     .   0 .        !
 2010.1!                           *+         !!        .    0.     .        !
 2010.2!                         *+           !!        .    0.     .        !
 2010.3!                         + *          !!        .     .  0  .        !
 2010.4!                          +   *       !!        .     .   0 .        !
 2011.1!                             +        !!        .     .0    .        !
 2011.2!                          * +         !!        .   0 .     .        !
 2011.3!                          +  *        !!        .     .   0 .        !
 2011.4!                            +  *      !!        .     .   0 .        !
 2012.1!                             +*       !!        .     .0    .        !
 2012.2!                          *  +        !!        .  0  .     .        !
 2012.3!            *            +            !0        .     .     .        !
 2012.4!             +   *                    !!        .     .   0 .        !


     25.74 percent of the residuals exceed 1 SE
      5.88 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPASY=PAPX$Q/SYPMM;                                                     
 GENR LAAPASY=LOG(AAPASY+.00001);                                             
 GENR LAPASY=LOG(APASY+.00001);                                               
 LHS AAPASY=EXP(LAAPASY)-.00001;                                              
  EQ 1569 LAAPASY C LAPASY(-1) PPASY;                                         
EQUATION 1083  LAAPASY  
   RHS     C  LAPASY(-1)  PPASY  
 SMPL 1984.3 2012.4;                                                          
Sample period is now  1984.3 to  2012.4 Internally:   131 to   244
 OLS;EST 1083 PLOT=0;END;                                                     

Equation number = 1083
**********************

Dependent variable = LAAPASY 

 1984.3 -   2012.4,    0 missing obs.,  114 obs. used.

Mean of dependent variable       -7.329706564

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.171884176       0.490940181  -4.42393     1.000000
13658 LAPASY  ( -1)       0.649118620       0.072359684   8.97072    -7.370846
13656 PPASY   (  0)      -0.257954734       0.236881369  -1.08896     1.447032

SE of equation            =     0.798795541
Sum of squared residuals  =  70.8262492      -0.613731288E-11
Average absolute error    =     0.614607224
Sum of ABS residuals      =  70.0652235    
R squared                 =   0.50724
Durbin-Watson statistic   =   2.33068
SMPL and No. Obs.         = 1984.3   2012.4    114

Plot of actual(*) and fitted(+) values and residuals(0)


 1984.3!       +                              !!         .    0    .         !
 1984.4!         * +                          !!         .  0 .    .         !
 1985.1*             +                        !! 0       .    .    .         !
 1985.2!      +   *                           !!         .    .   0.         !
 1985.3!       *      +                       !!        0.    .    .         !
 1985.4!          *  +                        !!         . 0  .    .         !
 1986.1!         *    +                       !!         0    .    .         !
 1986.2!         *  +                         !!         .0   .    .         !
 1986.3!            +  *                      !!         .    .  0 .         !
 1986.4!          *       +                   !!      0  .    .    .         !
 1987.1!            *  +                      !!         . 0  .    .         !
 1987.2!          *   +                       !!         .0   .    .         !
 1987.3!     *         +                      !!     0   .    .    .         !
 1987.4!           +           *              !!         .    .    .      0  !
 1988.1!                     *+               !!         .   0.    .         !
 1988.2!                   *  +               !!         . 0  .    .         !
 1988.3!               *     +                !!        0.    .    .         !
 1988.4!                *+                    !!         .   0.    .         !
 1989.1!         *        +                   !!      0  .    .    .         !
 1989.2!              +   *                   !!         .    .   0.         !
 1989.3!                *   +                 !!         .0   .    .         !
 1989.4!                   +  *               !!         .    .  0 .         !
 1990.1!                       +      *       !!         .    .    .0        !
 1990.2!                 *          +         !!    0    .    .    .         !
 1990.3!                   *+                 !!         .    0    .         !
 1990.4!                     +    *           !!         .    .    0         !
 1991.1!                          +   *       !!         .    .   0.         !
 1991.2!                             +   *    !!         .    .   0.         !
 1991.3!                   *          +       !!   0     .    .    .         !
 1991.4!                     +      *         !!         .    .    .0        !
 1992.1!                           +   *      !!         .    .   0.         !
 1992.2!                    *        +        !!     0   .    .    .         !
 1992.3!                 *    +               !!         0    .    .         !
 1992.4!                    +*                !!         .    .0   .         !
 1993.1!              *        +              !!      0  .    .    .         !
 1993.2!               *  +                   !!         . 0  .    .         !
 1993.3!                   +            *     !!         .    .    .      0  !
 1993.4!                      *      +        !!       0 .    .    .         !
 1994.1!                      *+              !!         .   0.    .         !
 1994.2!                 *     +              !!        0.    .    .         !
 1994.3!                    +               * !!         .    .    .         0
 1994.4!                        *       +     !!      0  .    .    .         !
 1995.1!                        +   *         !!         .    .   0.         !
 1995.2!                           +        * !!         .    .    .   0     !
 1995.3!                                +     *!         .    .    .0        !
 1995.4!                      *          +    !!    0    .    .    .         !
 1996.1!                       +*             !!         .    0    .         !
 1996.2!                      * +             !!         .  0 .    .         !
 1996.3!                    *  +              !!         .  0 .    .         !
 1996.4!                      +  *            !!         .    .  0 .         !
 1997.1!                        *+            !!         .   0.    .         !
 1997.2!                        +  *          !!         .    .  0 .         !
 1997.3!                          +        *  !!         .    .    .   0     !
 1997.4!                           *   +      !!         . 0  .    .         !
 1998.1!                 *        +           !!      0  .    .    .         !
 1998.2!               *   +                  !!         .0   .    .         !
 1998.3!                  +   *               !!         .    .   0.         !
 1998.4!                      +               !!         .    0    .         !
 1999.1!                      *+              !!         .   0.    .         !
 1999.2!                      *+              !!         .    0    .         !
 1999.3!                       +*             !!         .    .0   .         !
 1999.4!                        +     *       !!         .    .    .0        !
 2000.1!                        *   +         !!         .0   .    .         !
 2000.2!                        +    *        !!         .    .    0         !
 2000.3!                      *    +          !!         0    .    .         !
 2000.4!                       +    *         !!         .    .    0         !
 2001.1!                          +   *       !!         .    .  0 .         !
 2001.2!                          * +         !!         .  0 .    .         !
 2001.3!                          +           !!         .    0    .         !
 2001.4!                         +   *        !!         .    .  0 .         !
 2002.1!                       *   +          !!         .0   .    .         !
 2002.2!                        +*            !!         .    .0   .         !
 2002.3!                         +         *  !!         .    .    .    0    !
 2002.4!                                +     !!         .    0    .         !
 2003.1!                              +  *    !!         .    .  0 .         !
 2003.2!                              +   *   !!         .    .  0 .         !
 2003.3!                               +   *  !!         .    .   0.         !
 2003.4!                                + *   !!         .    . 0  .         !
 2004.1!                               +*     !!         .    .0   .         !
 2004.2!                            +  *      !!         .    . 0  .         !
 2004.3!                            +         !!         .    0    .         !
 2004.4!                          +      *    !!         .    .    .0        !
 2005.1!                       *     +        !!        0.    .    .         !
 2005.2!                      *+              !!         .   0.    .         !
 2005.3!                    *  +              !!         . 0  .    .         !
 2005.4!                     +                !!         .    0    .         !
 2006.1!                      + *             !!         .    . 0  .         !
 2006.2!                       *+             !!         .   0.    .         !
 2006.3!                     *  +             !!         . 0  .    .         !
 2006.4!                     *+               !!         .    0    .         !
 2007.1!                      + *             !!         .    . 0  .         !
 2007.2!                       *+             !!         .   0.    .         !
 2007.3!                     *  +             !!         . 0  .    .         !
 2007.4!                      +               !!         .    0    .         !
 2008.1!                       +*             !!         .    0    .         !
 2008.2!                       *+             !!         .   0.    .         !
 2008.3!                    *  +              !!         . 0  .    .         !
 2008.4!                     *+               !!         .   0.    .         !
 2009.1!                     +    *           !!         .    .    0         !
 2009.2!                         +  *         !!         .    . 0  .         !
 2009.3!                        *  +          !!         .  0 .    .         !
 2009.4!                        + *           !!         .    . 0  .         !
 2010.1!                          + *         !!         .    .  0 .         !
 2010.2!                           +*         !!         .    .0   .         !
 2010.3!                        * +           !!         .  0 .    .         !
 2010.4!                       +  *           !!         .    . 0  .         !
 2011.1!                         + *          !!         .    . 0  .         !
 2011.2!                          +  *        !!         .    .  0 .         !
 2011.3!                        *  +          !!         .  0 .    .         !
 2011.4!                       +   *          !!         .    .   0.         !
 2012.1!                         +     *      !!         .    .    0         !
 2012.2!                           +   *      !!         .    .   0.         !
 2012.3!                           + *        !!         .    .0   .         !
 2012.4!                        +       *     !!         .    .    . 0       !


     25.44 percent of the residuals exceed 1 SE
      6.14 percent of the residuals exceed 2 SE
@@EQ 1570 LAAPHSY C LAPHSY(-1) PPHSY;SMPL 2000.1 2012.4;OLS;EST 1570 PLOT=0;EN
@EQ  1571 LAATHSY C LATHSY(-1) PTHSY;SMPL 1980.2 2012.4;OLS;EST 1571 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHSY=CHPX$Q/SYPMM;                                                     
 GENR LAACHSY=LOG(AACHSY+.00001);                                             
 GENR LACHSY=LOG(ACHSY+.00001);                                               
 LHS AACHSY=EXP(LAACHSY)-.00001;                                              
  EQ 1572 LAACHSY C LACHSY(-1) PCHSY;                                         
EQUATION 1084  LAACHSY  
   RHS     C  LACHSY(-1)  PCHSY  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1084 PLOT=0;END;                                                     

Equation number = 1084
**********************

Dependent variable = LAACHSY 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -2.957905493

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.940218457       0.271027674  -3.46909     1.000000
13661 LACHSY  ( -1)       0.674275399       0.066819942  10.09093    -2.962761
13659 PCHSY   (  0)      -0.014228116       0.144547844  -0.09843     1.403561

SE of equation            =     0.549481177
Sum of squared residuals  =  37.1373364      -0.203947970E-11
Average absolute error    =     0.395404808
Sum of ABS residuals      =  49.8210058    
R squared                 =   0.45684
Durbin-Watson statistic   =   2.29208
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!*               +                     !!   0      .   .   .          !
 1981.4!      + *                             !!          .   .0  .          !
 1982.1*            +                         !!     0    .   .   .          !
 1982.2!      +    *                          !!          .   .   0          !
 1982.3!         *    +                       !!          .0  .   .          !
 1982.4!        *    +                        !!          .0  .   .          !
 1983.1!            +*                        !!          .   0   .          !
 1983.2!          *    +                      !!          0   .   .          !
 1983.3!             +           *            !!          .   .   .   0      !
 1983.4!            *          +              !!      0   .   .   .          !
 1984.1!              +            *          !!          .   .   .    0     !
 1984.2!                     *   +            !!          . 0 .   .          !
 1984.3!                     +*               !!          .   .0  .          !
 1984.4!                     +     *          !!          .   .   0          !
 1985.1!            *            +            !!      0   .   .   .          !
 1985.2!*             +                       !!    0     .   .   .          !
 1985.3!       +                              !!          .   0   .          !
 1985.4! *         +                          !!       0  .   .   .          !
 1986.1!       +              *               !!          .   .   .     0    !
 1986.2!                     +*               !!          .   .0  .          !
 1986.3!                     +          *     !!          .   .   .   0      !
 1986.4!                            +        *!!          .   .   . 0        !
 1987.1!                             * +      !!          .  0.   .          !
 1987.2!                          +       *   !!          .   .   .0         !
 1987.3!                             +      * !!          .   .   0          !
 1987.4!                       *      +       !!         0.   .   .          !
 1988.1!                      +*              !!          .   0   .          !
 1988.2!                      +               *!          .   .   .      0   !
 1988.3!                *               +     !!   0      .   .   .          !
 1988.4!     *           +                    !!      0   .   .   .          !
 1989.1!  *       +                           !!         0.   .   .          !
 1989.2!     *  +                             !!          . 0 .   .          !
 1989.3!          +    *                      !!          .   .  0.          !
 1989.4!             *  +                     !!          . 0 .   .          !
 1990.1!     *         +                      !!       0  .   .   .          !
 1990.2!          +           *               !!          .   .   .   0      !
 1990.3!                    *+                !!          .  0.   .          !
 1990.4!                    +       *         !!          .   .   . 0        !
 1991.1!   *                     +            !0          .   .   .          !
 1991.2!       * +                            !!          .  0.   .          !
 1991.3!           +    *                     !!          .   .  0.          !
 1991.4!                 +  *                 !!          .   . 0 .          !
 1992.1!         *          +                 !!       0  .   .   .          !
 1992.2!          *  +                        !!          . 0 .   .          !
 1992.3!        *    +                        !!          .0  .   .          !
 1992.4!            +   *                     !!          .   .  0.          !
 1993.1!     *           +                    !!      0   .   .   .          !
 1993.2!          +     *                     !!          .   .   0          !
 1993.3!                 +                    !!          .   0   .          !
 1993.4!                  + *                 !!          .   .0  .          !
 1994.1!          *         +                 !!        0 .   .   .          !
 1994.2!            *+                        !!          .  0.   .          !
 1994.3!               +  *                   !!          .   . 0 .          !
 1994.4!                   + *                !!          .   . 0 .          !
 1995.1!          *          +                !!       0  .   .   .          !
 1995.2!             +  *                     !!          .   . 0 .          !
 1995.3!                 +*                   !!          .   0   .          !
 1995.4!                  +                   !!          .   0   .          !
 1996.1!               *   +                  !!          . 0 .   .          !
 1996.2!               *+                     !!          .  0.   .          !
 1996.3!             *  +                     !!          . 0 .   .          !
 1996.4!               +  *                   !!          .   . 0 .          !
 1997.1!              *    +                  !!          .0  .   .          !
 1997.2!               *+                     !!          .  0.   .          !
 1997.3!                +                     !!          .  0.   .          !
 1997.4!                 + *                  !!          .   .0  .          !
 1998.1!           *       +                  !!        0 .   .   .          !
 1998.2!              +*                      !!          .   .0  .          !
 1998.3!               * +                    !!          .  0.   .          !
 1998.4!                +  *                  !!          .   . 0 .          !
 1999.1!                *  +                  !!          . 0 .   .          !
 1999.2!                 +  *                 !!          .   . 0 .          !
 1999.3!                 *  +                 !!          . 0 .   .          !
 1999.4!                  +*                  !!          .   0   .          !
 2000.1!                 * +                  !!          .  0.   .          !
 2000.2!                * +                   !!          . 0 .   .          !
 2000.3!                 +                    !!          .   0   .          !
 2000.4!                 *+                   !!          .   0   .          !
 2001.1!                * +                   !!          .  0.   .          !
 2001.2!                *+                    !!          .  0.   .          !
 2001.3!                 +  *                 !!          .   . 0 .          !
 2001.4!                *   +                 !!          . 0 .   .          !
 2002.1!                 +*                   !!          .   .0  .          !
 2002.2!                   +   *              !!          .   .  0.          !
 2002.3!                      +               !!          .   0   .          !
 2002.4!                     + *              !!          .   .0  .          !
 2003.1!                      + *             !!          .   .0  .          !
 2003.2!                     *+               !!          .  0.   .          !
 2003.3!                     +  *             !!          .   . 0 .          !
 2003.4!                       +  *           !!          .   .  0.          !
 2004.1!                   *    +             !!          0   .   .          !
 2004.2!                   +  *               !!          .   . 0 .          !
 2004.3!                     +*               !!          .   0   .          !
 2004.4!                     + *              !!          .   .0  .          !
 2005.1!                     *+               !!          .   0   .          !
 2005.2!                     +   *            !!          .   .  0.          !
 2005.3!                       +              !!          .   0   .          !
 2005.4!                      + *             !!          .   . 0 .          !
 2006.1!                      + *             !!          .   .0  .          !
 2006.2!                      +     *         !!          .   .   0          !
 2006.3!                         + *          !!          .   .0  .          !
 2006.4!                        +   *         !!          .   .  0.          !
 2007.1!                         +  *         !!          .   . 0 .          !
 2007.2!                         +    *       !!          .   .  0.          !
 2007.3!                          + *         !!          .   .0  .          !
 2007.4!                         +  *         !!          .   . 0 .          !
 2008.1!                         +  *         !!          .   . 0 .          !
 2008.2!                         +   *        !!          .   .  0.          !
 2008.3!                          +   *       !!          .   .  0.          !
 2008.4!                          *+          !!          .  0.   .          !
 2009.1!                        +  *          !!          .   . 0 .          !
 2009.2!                        +     *       !!          .   .   0          !
 2009.3!                          +    *      !!          .   .  0.          !
 2009.4!                           + *        !!          .   .0  .          !
 2010.1!                          + *         !!          .   . 0 .          !
 2010.2!                          +   *       !!          .   .  0.          !
 2010.3!                           + *        !!          .   . 0 .          !
 2010.4!                          + *         !!          .   .0  .          !
 2011.1!                         +    *       !!          .   .  0.          !
 2011.2!                           + *        !!          .   . 0 .          !
 2011.3!                          + *         !!          .   .0  .          !
 2011.4!                         +    *       !!          .   .  0.          !
 2012.1!                           +          !!          .   0   .          !
 2012.2!                         +     *      !!          .   .   0          !
 2012.3!                         * +          !!          .  0.   .          !
 2012.4!                     * +              !!          .  0.   .          !


     21.43 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
@@EQ 1573 LAAARSY C LAARSY(-1) PARSY;SMPL 1996.3 2012.4;OLS;EST 1573 PLOT=0;EN
@@EQ 1574 LAABRSY C LABRSY(-1) PBRSY;SMPL 1993.3 2012.4;OLS;EST 1574 PLOT=0;EN
@@EQ 1575 LAACESY C LACESY(-1) PCESY;SMPL 2013.1 2012.4;OLS;EST 1575 PLOT=0;EN
@@EQ 1576 LAAMESY C LAMESY(-1) PMESY;SMPL 2013.1 2012.4;OLS;EST 1576 PLOT=0;EN
@@EQ 1577 LAAPESY C LAPESY(-1) PPESY;SMPL 2003.4 2012.4;OLS;EST 1577 PLOT=0;EN
@@EQ 1578 LAATUSY C LATUSY(-1) PTUSY;SMPL 1996.1 2012.4;OLS;EST 1578 PLOT=0;EN
@@EQ 1579 LAAPDSY C LAPDSY(-1) PPDSY;SMPL 1994.3 2012.4;OLS;EST 1579 PLOT=0;EN
@@EQ 1580 LAARUSY C LARUSY(-1) PRUSY;SMPL 1992.3 2012.4;OLS;EST 1580 PLOT=0;EN
@@EQ 1581 LAAUESY C LAUESY(-1) PUESY;SMPL 1995.3 2012.4;OLS;EST 1581 PLOT=0;EN
@EQ  1582 LAAEGSY C LAEGSY(-1) PEGSY;SMPL 1989.4 2012.4;OLS;EST 1582 PLOT=0;EN
@@EQ 1583 LAAISSY C LAISSY(-1) PISSY;SMPL 2013.1 2012.4;OLS;EST 1583 PLOT=0;EN
@@EQ 1584 LAAKESY C LAKESY(-1) PKESY;SMPL 2000.3 2012.4;OLS;EST 1584 PLOT=0;EN
@@EQ 1585 LAABASY C LABASY(-1) PBASY;SMPL 1991.4 2012.4;OLS;EST 1585 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKSY=HKPX$/SYPMM;                                                      
 GENR LAAHKSY=LOG(AAHKSY+.00001);                                             
 GENR LAHKSY=LOG(AHKSY+.00001);                                               
 LHS AAHKSY=EXP(LAAHKSY)-.00001;                                              
  EQ 1586 LAAHKSY C LAHKSY(-1) PHKSY;                                         
EQUATION 1085  LAAHKSY  
   RHS     C  LAHKSY(-1)  PHKSY  
 SMPL 1974.3 2012.4;                                                          
Sample period is now  1974.3 to  2012.4 Internally:    91 to   244
 OLS;EST 1085 PLOT=0;END;                                                     

Equation number = 1085
**********************

Dependent variable = LAAHKSY 

 1974.3 -   2012.4,    0 missing obs.,  154 obs. used.

Mean of dependent variable       -6.113125075

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.539228318       0.235519179  -2.28953     1.000000
13664 LAHKSY  ( -1)       0.906303766       0.046224729  19.60647    -6.099727
13662 PHKSY   (  0)      -0.028879357       0.095517147  -0.30235     1.582138

SE of equation            =     0.384885319
Sum of squared residuals  =  22.3686430       0.666755540E-11
Average absolute error    =     0.274211438
Sum of ABS residuals      =  42.2285615    
R squared                 =   0.79087
Durbin-Watson statistic   =   2.49158
SMPL and No. Obs.         = 1974.3   2012.4    154

Plot of actual(*) and fitted(+) values and residuals(0)


 1974.3!                    +                 !!          .   0   .          !
 1974.4!                   *+                 !!          .  0.   .          !
 1975.1!                   +   *              !!          .   .   0          !
 1975.2!                       +*             !!          .   .0  .          !
 1975.3!                       *+             !!          .  0.   .          !
 1975.4!                      *+              !!          .  0.   .          !
 1976.1!                  *   +               !!          0   .   .          !
 1976.2!                 * +                  !!          . 0 .   .          !
 1976.3!                *+                    !!          .  0.   .          !
 1976.4!                +                     !!          .  0.   .          !
 1977.1!                +*                    !!          .   .0  .          !
 1977.2!                 +                    !!          .   0   .          !
 1977.3!                 +*                   !!          .   .0  .          !
 1977.4!                  +                   !!          .  0.   .          !
 1978.1!                  +  *                !!          .   .  0.          !
 1978.2!                    *+                !!          .  0.   .          !
 1978.3!                    +*                !!          .   .0  .          !
 1978.4!                  *  +                !!          .0  .   .          !
 1979.1!                   +    *             !!          .   .   .0         !
 1979.2!                        +*            !!          .   .0  .          !
 1979.3!                        *+            !!          .  0.   .          !
 1979.4!                      * +             !!          .  0.   .          !
 1980.1!                      +    *          !!          .   .   .0         !
 1980.2!                         * +          !!          . 0 .   .          !
 1980.3!                        +    *        !!          .   .   0          !
 1980.4!                           *+         !!          .  0.   .          !
 1981.1!                        *  +          !!          .0  .   .          !
 1981.2!                        +             !!          .   0   .          !
 1981.3!                 *      +             !!      0   .   .   .          !
 1981.4!                 +*                   !!          .   .0  .          !
 1982.1!                   +*                 !!          .   . 0 .          !
 1982.2!             *      +                 !!       0  .   .   .          !
 1982.3!              +  *                    !!          .   .   0          !
 1982.4!               *  +                   !!          .0  .   .          !
 1983.1!                + *                   !!          .   . 0 .          !
 1983.2!              *   +                   !!          0   .   .          !
 1983.3!        *     +                       !!       0  .   .   .          !
 1983.4!         +   *                        !!          .   .   0          !
 1984.1!       *      +                       !!       0  .   .   .          !
 1984.2!       *+                             !!          .  0.   .          !
 1984.3*        +                             !!    0     .   .   .          !
 1984.4! +        *                           !!          .   .   .    0     !
 1985.1!           +                          !!          .   .0  .          !
 1985.2!            +    *                    !!          .   .   .0         !
 1985.3!                *+                    !!          .  0.   .          !
 1985.4!               * +                    !!          . 0 .   .          !
 1986.1!              *+                      !!          .  0.   .          !
 1986.2!               +      *               !!          .   .   .   0      !
 1986.3!                      +      *        !!          .   .   .  0       !
 1986.4!                       *     +        !!        0 .   .   .          !
 1987.1!                    *  +              !!          .0  .   .          !
 1987.2!                    +*                !!          .   .0  .          !
 1987.3!                    *+                !!          .  0.   .          !
 1987.4!                    +  *              !!          .   .   0          !
 1988.1!                       +      *       !!          .   .   .  0       !
 1988.2!                            * +       !!          .  0.   .          !
 1988.3!                        *   +         !!          0   .   .          !
 1988.4!                       + *            !!          .   . 0 .          !
 1989.1!                         +       *    !!          .   .   .   0      !
 1989.2!                             *  +     !!          .0  .   .          !
 1989.3!                          *  +        !!          . 0 .   .          !
 1989.4!                          +      *    !!          .   .   .  0       !
 1990.1!                          *     +     !!        0 .   .   .          !
 1990.2!                          +   *       !!          .   .   0          !
 1990.3!                              +       !!          .   0   .          !
 1990.4!                             +        !!          .   0   .          !
 1991.1!                            *+        !!          .   0   .          !
 1991.2!                            +    *    !!          .   .   .0         !
 1991.3!                                +*    !!          .   . 0 .          !
 1991.4!                                +*    !!          .   .0  .          !
 1992.1!                                + *   !!          .   . 0 .          !
 1992.2!                                 +    *!          .   .   .0         !
 1992.3!                                 *   +!!          0   .   .          !
 1992.4!                                +  *  !!          .   .  0.          !
 1993.1!                               *  +   !!          .0  .   .          !
 1993.2!                              +       !!          .   0   .          !
 1993.3!                              +   *   !!          .   .   .0         !
 1993.4!                                 +   *!!          .   .   0          !
 1994.1!                                *   + !!          0   .   .          !
 1994.2!                               + *    !!          .   . 0 .          !
 1994.3!                               *+     !!          .  0.   .          !
 1994.4!                              +  *    !!          .   .  0.          !
 1995.1!                                +  *  !!          .   .  0.          !
 1995.2!                                  +   !!          .   0   .          !
 1995.3!                                *+    !!          .  0.   .          !
 1995.4!                               +      !!          .   0   .          !
 1996.1!                              +   *   !!          .   .   0          !
 1996.2!                               * +    !!          .  0.   .          !
 1996.3!                               +      !!          .   .0  .          !
 1996.4!                               +      !!          .   .0  .          !
 1997.1!                              +    *  !!          .   .   .0         !
 1997.2!                                 *+   !!          .  0.   .          !
 1997.3!                                + *   !!          .   . 0 .          !
 1997.4!                                 +    !!          .   0   .          !
 1998.1!                               *+     !!          .  0.   .          !
 1998.2!                             *+       !!          .  0.   .          !
 1998.3!                             +        !!          .   .0  .          !
 1998.4!                             +  *     !!          .   .  0.          !
 1999.1!                               +*     !!          .   .0  .          !
 1999.2!                             * +      !!          . 0 .   .          !
 1999.3!                            *+        !!          .   0   .          !
 1999.4!                            +  *      !!          .   .   0          !
 2000.1!                               +      !!          .   .0  .          !
 2000.2!                               +*     !!          .   .0  .          !
 2000.3!                              *+      !!          .  0.   .          !
 2000.4!                             + *      !!          .   .0  .          !
 2001.1!                              +       !!          .   0   .          !
 2001.2!                            *+        !!          .  0.   .          !
 2001.3!                           + *        !!          .   .0  .          !
 2001.4!                            +  *      !!          .   .  0.          !
 2002.1!                            *  +      !!          .0  .   .          !
 2002.2!                           +          !!          .  0.   .          !
 2002.3!                          +  *        !!          .   .  0.          !
 2002.4!                             +*       !!          .   .0  .          !
 2003.1!                          *  +        !!          .0  .   .          !
 2003.2!                          +  *        !!          .   .  0.          !
 2003.3!                            +*        !!          .   .0  .          !
 2003.4!                           *+         !!          .  0.   .          !
 2004.1!                         * +          !!          . 0 .   .          !
 2004.2!                         +*           !!          .   .0  .          !
 2004.3!                         +     *      !!          .   .   . 0        !
 2004.4!                              +*      !!          .   .0  .          !
 2005.1!                            * +       !!          . 0 .   .          !
 2005.2!                     *      +         !!       0  .   .   .          !
 2005.3!                     +            *   !!          .   .   .        0 !
 2005.4!                   *             +    !0          .   .   .          !
 2006.1!                   +                  !!          .   0   .          !
 2006.2!                  * +                 !!          .  0.   .          !
 2006.3!                   +*                 !!          .   .0  .          !
 2006.4!                  * +                 !!          . 0 .   .          !
 2007.1!                  + *                 !!          .   . 0 .          !
 2007.2!                    +*                !!          .   .0  .          !
 2007.3!                     +                !!          .   0   .          !
 2007.4!                    *+                !!          .  0.   .          !
 2008.1!                     + *              !!          .   . 0 .          !
 2008.2!                    *  +              !!          .0  .   .          !
 2008.3!                  *  +                !!          . 0 .   .          !
 2008.4!                 * +                  !!          . 0 .   .          !
 2009.1!                *+                    !!          .  0.   .          !
 2009.2!                 +*                   !!          .   .0  .          !
 2009.3!                * +                   !!          . 0 .   .          !
 2009.4!                +*                    !!          .   .0  .          !
 2010.1!                * +                   !!          . 0 .   .          !
 2010.2!               *+                     !!          .  0.   .          !
 2010.3!                +                     !!          .   0   .          !
 2010.4!                 +                    !!          .   0   .          !
 2011.1!              *   +                   !!          .0  .   .          !
 2011.2!            *  +                      !!          .0  .   .          !
 2011.3!             +*                       !!          .   .0  .          !
 2011.4!            * +                       !!          .0  .   .          !
 2012.1!            *+                        !!          .  0.   .          !
 2012.2!             +*                       !!          .   .0  .          !
 2012.3!       *       +                      !!      0   .   .   .          !
 2012.4! *       +                            !!      0   .   .   .          !


     23.38 percent of the residuals exceed 1 SE
      6.49 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSISY=SIPX$/SYPMM;                                                      
 GENR LAASISY=LOG(AASISY+.00001);                                             
 GENR LASISY=LOG(ASISY+.00001);                                               
 LHS AASISY=EXP(LAASISY)-.00001;                                              
  EQ 1587 LAASISY C LASISY(-1) PSISY;                                         
EQUATION 1086  LAASISY  
   RHS     C  LASISY(-1)  PSISY  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST 1086 PLOT=0;END;                                                     

Equation number = 1086
**********************

Dependent variable = LAASISY 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -6.267762351

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.473464824       0.302959069  -4.86358     1.000000
13667 LASISY  ( -1)       0.731025959       0.056455902  12.94862    -6.268519
13665 PSISY   (  0)      -0.113664151       0.074363433  -1.52850     1.863801

SE of equation            =     0.557743828
Sum of squared residuals  =  54.4386812       0.115392140E-10
Average absolute error    =     0.405636990
Sum of ABS residuals      =  72.2033841    
R squared                 =   0.61306
Durbin-Watson statistic   =   2.50957
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3!         * +                          !!          . 0 .   .          !
 1968.4!        * +                           !!          . 0 .   .          !
 1969.1!        * +                           !!          . 0 .   .          !
 1969.2!      *   +                           !!          . 0 .   .          !
 1969.3!      *  +                            !!          . 0 .   .          !
 1969.4!      * +                             !!          . 0 .   .          !
 1970.1!      * +                             !!          . 0 .   .          !
 1970.2!       *+                             !!          .  0.   .          !
 1970.3!        *+                            !!          .  0.   .          !
 1970.4!        *+                            !!          .  0.   .          !
 1971.1!          +*                          !!          .   0   .          !
 1971.2!          * +                         !!          .  0.   .          !
 1971.3!          * +                         !!          .  0.   .          !
 1971.4!           *+                         !!          .  0.   .          !
 1972.1!             + *                      !!          .   . 0 .          !
 1972.2!                *+                    !!          .  0.   .          !
 1972.3!                *+                    !!          .   0   .          !
 1972.4!                *+                    !!          .  0.   .          !
 1973.1!           *     +                    !!          0   .   .          !
 1973.2!           *  +                       !!          . 0 .   .          !
 1973.3!            *+                        !!          .  0.   .          !
 1973.4*              +                       !!   0      .   .   .          !
 1974.1!    *+                                !!          .  0.   .          !
 1974.2!        +       *                     !!          .   .   . 0        !
 1974.3!         *       +                    !!        0 .   .   .          !
 1974.4!            + *                       !!          .   .0  .          !
 1975.1!     *          +                     !!      0   .   .   .          !
 1975.2!         +     *                      !!          .   .   .0         !
 1975.3!                 +          *         !!          .   .   .   0      !
 1975.4!                          +   *       !!          .   .  0.          !
 1976.1!       *                   +          !0          .   .   .          !
 1976.2!         *+                           !!          .  0.   .          !
 1976.3!  *         +                         !!       0  .   .   .          !
 1976.4!      *+                              !!          .  0.   .          !
 1977.1!         +  *                         !!          .   . 0 .          !
 1977.2!           * +                        !!          . 0 .   .          !
 1977.3!         *   +                        !!          .0  .   .          !
 1977.4!       *    +                         !!          0   .   .          !
 1978.1!          +             *             !!          .   .   .     0    !
 1978.2!            *          +              !!      0   .   .   .          !
 1978.3!              +*                      !!          .   0   .          !
 1978.4!           *    +                     !!          0   .   .          !
 1979.1!              + *                     !!          .   .0  .          !
 1979.2!                 +*                   !!          .   .0  .          !
 1979.3!                   +                  !!          .   0   .          !
 1979.4!             *     +                  !!          0   .   .          !
 1980.1!               +  *                   !!          .   . 0 .          !
 1980.2!                  +                   !!          .   0   .          !
 1980.3!                   +*                 !!          .   .0  .          !
 1980.4!                   *+                 !!          .  0.   .          !
 1981.1!             *     +                  !!         0.   .   .          !
 1981.2!             +      *                 !!          .   .   .0         !
 1981.3!            *      +                  !!         0.   .   .          !
 1981.4!             +       *                !!          .   .   . 0        !
 1982.1!           *        +                 !!       0  .   .   .          !
 1982.2!            +         *               !!          .   .   .  0       !
 1982.3!     *              +                 !!   0      .   .   .          !
 1982.4!        +        *                    !!          .   .   .  0       !
 1983.1!           *     +                    !!          0   .   .          !
 1983.2!            + *                       !!          .   .0  .          !
 1983.3!              +     *                 !!          .   .   .0         !
 1983.4!             *     +                  !!         0.   .   .          !
 1984.1!             +       *                !!          .   .   . 0        !
 1984.2!                   +  *               !!          .   .  0.          !
 1984.3!                 *   +                !!          .0  .   .          !
 1984.4!                 +                    !!          .   0   .          !
 1985.1!                 +*                   !!          .   0   .          !
 1985.2!                 +                    !!          .   0   .          !
 1985.3!                 +      *             !!          .   .   . 0        !
 1985.4!                      *+              !!          .  0.   .          !
 1986.1!                 *   +                !!          .0  .   .          !
 1986.2!            *    +                    !!          0   .   .          !
 1986.3!             +      *                 !!          .   .   .0         !
 1986.4!                    +  *              !!          .   . 0 .          !
 1987.1!                  *   +               !!          .0  .   .          !
 1987.2!                  +     *             !!          .   .   .0         !
 1987.3!               *        +             !!       0  .   .   .          !
 1987.4!                +          *          !!          .   .   .   0      !
 1988.1!                         +      *     !!          .   .   .0         !
 1988.2!                        *    +        !!          .0  .   .          !
 1988.3!                        +   *         !!          .   .  0.          !
 1988.4!                         +       *    !!          .   .   . 0        !
 1989.1!                             +   *    !!          .   .   0          !
 1989.2!                              +       !!          .   0   .          !
 1989.3!                            +*        !!          .   .0  .          !
 1989.4!                           +   *      !!          .   .  0.          !
 1990.1!                            + *       !!          .   . 0 .          !
 1990.2!                            +    *    !!          .   .   0          !
 1990.3!                              +   *   !!          .   .  0.          !
 1990.4!                              + *     !!          .   .0  .          !
 1991.1!                             +     *  !!          .   .   0          !
 1991.2!                               +  *   !!          .   . 0 .          !
 1991.3!                              +       !!          .   0   .          !
 1991.4!                            +   *     !!          .   .  0.          !
 1992.1!                             +    *   !!          .   .   0          !
 1992.2!                              + *     !!          .   .0  .          !
 1992.3!                              +*      !!          .   .0  .          !
 1992.4!                             +        !!          .   0   .          !
 1993.1!                           +   *      !!          .   .  0.          !
 1993.2!                             +  *     !!          .   . 0 .          !
 1993.3!                             + *      !!          .   . 0 .          !
 1993.4!                             +        !!          .   0   .          !
 1994.1!                       *   +          !!          .0  .   .          !
 1994.2!                      +   *           !!          .   .  0.          !
 1994.3!                        *+            !!          .  0.   .          !
 1994.4!                       +   *          !!          .   .  0.          !
 1995.1!                         +*           !!          .   0   .          !
 1995.2!                         +  *         !!          .   . 0 .          !
 1995.3!                         *+           !!          .  0.   .          !
 1995.4!                        +  *          !!          .   . 0 .          !
 1996.1!                        *+            !!          .  0.   .          !
 1996.2!                       +              !!          .   0   .          !
 1996.3!                      +               !!          .  0.   .          !
 1996.4!                      +*              !!          .   .0  .          !
 1997.1!                       +  *           !!          .   . 0 .          !
 1997.2!                      *  +            !!          . 0 .   .          !
 1997.3!                      +               !!          .   0   .          !
 1997.4!                      +    *          !!          .   .  0.          !
 1998.1!                       * +            !!          . 0 .   .          !
 1998.2!                       + *            !!          .   . 0 .          !
 1998.3!                        +             !!          .   0   .          !
 1998.4!                       +  *           !!          .   . 0 .          !
 1999.1!                         +  *         !!          .   . 0 .          !
 1999.2!                         *+           !!          .  0.   .          !
 1999.3!                      * +             !!          . 0 .   .          !
 1999.4!                      +*              !!          .   .0  .          !
 2000.1!                       +     *        !!          .   .   0          !
 2000.2!                          *+          !!          .  0.   .          !
 2000.3!                         + *          !!          .   . 0 .          !
 2000.4!                          +*          !!          .   .0  .          !
 2001.1!                          +           !!          .   0   .          !
 2001.2!                         +   *        !!          .   .  0.          !
 2001.3!                        *  +          !!          . 0 .   .          !
 2001.4!                        +             !!          .   .0  .          !
 2002.1!                       *+             !!          .  0.   .          !
 2002.2!                      *+              !!          .   0   .          !
 2002.3!                      + *             !!          .   .0  .          !
 2002.4!                       +*             !!          .   0   .          !
 2003.1!                       +*             !!          .   0   .          !
 2003.2!                       +              !!          .   0   .          !
 2003.3!                       +              !!          .   0   .          !
 2003.4!                       +              !!          .   0   .          !
 2004.1!                       + *            !!          .   .0  .          !
 2004.2!                   *    +             !!          0   .   .          !
 2004.3!                   +   *              !!          .   . 0 .          !
 2004.4!                      +    *          !!          .   .  0.          !
 2005.1!                         +*           !!          .   .0  .          !
 2005.2!                         +   *        !!          .   .  0.          !
 2005.3!                      *    +          !!          0   .   .          !
 2005.4!                      +               *!          .   .   .       0  !
 2006.1!                                 +    !!          .  0.   .          !
 2006.2!                       *      +       !!         0.   .   .          !
 2006.3!                   *   +              !!          .0  .   .          !
 2006.4!              *     +                 !!          0   .   .          !
 2007.1!              * +                     !!          . 0 .   .          !
 2007.2!                +*                    !!          .   .0  .          !
 2007.3!              *   +                   !!          .0  .   .          !
 2007.4!                +                     !!          .   0   .          !
 2008.1!                  +                   !!          .   0   .          !
 2008.2!                   + *                !!          .   . 0 .          !
 2008.3!                    * +               !!          .  0.   .          !
 2008.4!                     +      *         !!          .   .   .0         !
 2009.1!                   *      +           !!         0.   .   .          !
 2009.2!                   *+                 !!          .  0.   .          !
 2009.3!                    +  *              !!          .   . 0 .          !
 2009.4!                *      +              !!         0.   .   .          !
 2010.1!               *  +                   !!          . 0 .   .          !
 2010.2!                 +   *                !!          .   .  0.          !
 2010.3!                 *   +                !!          .0  .   .          !
 2010.4!                   +   *              !!          .   .  0.          !
 2011.1!                  *    +              !!          .0  .   .          !
 2011.2!                   +*                 !!          .   0   .          !
 2011.3!                *   +                 !!          .0  .   .          !
 2011.4!               *  +                   !!          . 0 .   .          !
 2012.1!                 +*                   !!          .   .0  .          !
 2012.2!                  *+                  !!          .  0.   .          !
 2012.3!           *      +                   !!        0 .   .   .          !
 2012.4!           * +                        !!          .  0.   .          !


     24.72 percent of the residuals exceed 1 SE
      5.06 percent of the residuals exceed 2 SE
@@EQ 1588 LAAVISY C LAVISY(-1) PVISY;SMPL 2013.1 2012.4;OLS;EST 1588 PLOT=0;EN
@@EQ 1589 LAANISY C LANISY(-1) PNISY;SMPL 2004.3 2012.4;OLS;EST 1589 PLOT=0;EN
@@EQ 1590 LAAALSY C LAALSY(-1) PALSY;SMPL 1993.3 2012.4;OLS;EST 1590 PLOT=0;EN
@@EQ 1591 LAAIASY C LAIASY(-1) PIASY;SMPL 1990.1 2012.4;OLS;EST 1591 PLOT=0;EN
@@EQ 1592 LAAINSY C LAINSY(-1) PINSY;SMPL 2004.3 2012.4;OLS;EST 1592 PLOT=0;EN
@@EQ 1593 LAAIQSY C LAIQSY(-1) PIQSY;SMPL 2004.3 2012.4;OLS;EST 1593 PLOT=0;EN
@@EQ 1594 LAAKUSY C LAKUSY(-1) PKUSY;SMPL 1992.1 2012.4;OLS;EST 1594 PLOT=0;EN
@@EQ 1595 LAALISY C LALISY(-1) PLISY;SMPL 1998.3 2012.4;OLS;EST 1595 PLOT=0;EN
@@EQ 1596 LAAUASY C LAUASY(-1) PUASY;SMPL 1998.3 2012.4;OLS;EST 1596 PLOT=0;EN
@EQ  1597 LAAUSID C LAUSID(-1) PUSID;SMPL 1966.1 2012.4;OLS;EST 1597 PLOT=0;EN
@EQ  1598 LAACAID C LACAID(-1) PCAID;SMPL 1966.1 2012.4;OLS;EST 1598 PLOT=0;EN
@EQ  1599 LAAJAID C LAJAID(-1) PJAID;SMPL 1966.1 2012.4;OLS;EST 1599 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUID=AUPX$/IDPMM;                                                      
 GENR LAAAUID=LOG(AAAUID+.00001);                                             
 GENR LAAUID=LOG(AAUID+.00001);                                               
 LHS AAAUID=EXP(LAAAUID)-.00001;                                              
  EQ 1600 LAAAUID C LAAUID(-1) PAUID;                                         
EQUATION 1087  LAAAUID  
   RHS     C  LAAUID(-1)  PAUID  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1087 PLOT=0;END;                                                     

Equation number = 1087
**********************

Dependent variable = LAAAUID 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.601817935

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.476373933       0.338757038  -7.31018     1.000000
13670 LAAUID  ( -1)       0.509291057       0.064735174   7.86730    -5.598359
13668 PAUID   (  0)      -0.220912485       0.085573926  -2.58154     1.241442

SE of equation            =     0.267250338
Sum of squared residuals  =  13.2132075      -0.123379529E-09
Average absolute error    =     0.213260099
Sum of ABS residuals      =  40.0928985    
R squared                 =   0.34267
Durbin-Watson statistic   =   2.28386
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!         *           +                !!    0    .    .    .         !
 1966.2!                +  *                  !!         .    .  0 .         !
 1966.3!                     +      *         !!         .    .    .0        !
 1966.4!                      *  +            !!         . 0  .    .         !
 1967.1!                    * +               !!         .  0 .    .         !
 1967.2!                     +*               !!         .    .0   .         !
 1967.3!      *                +              !! 0       .    .    .         !
 1967.4!              +     *                 !!         .    .    0         !
 1968.1!        *            +                !!    0    .    .    .         !
 1968.2!           *   +                      !!         . 0  .    .         !
 1968.3!                 +      *             !!         .    .    0         !
 1968.4!           *           +              !!     0   .    .    .         !
 1969.1!                 +   *                !!         .    .  0 .         !
 1969.2!                *     +               !!         0    .    .         !
 1969.3!           *        +                 !!       0 .    .    .         !
 1969.4!                *+                    !!         .   0.    .         !
 1970.1!                  * +                 !!         .   0.    .         !
 1970.2!                *    +                !!         . 0  .    .         !
 1970.3!          *         +                 !!       0 .    .    .         !
 1970.4!          *      +                    !!         0    .    .         !
 1971.1!                 +         *          !!         .    .    .  0      !
 1971.2!                         +            !!         .    0    .         !
 1971.3!                     *  +             !!         .  0 .    .         !
 1971.4!                     *+               !!         .   0.    .         !
 1972.1!                      +*              !!         .    .0   .         !
 1972.2!          *            +              !!    0    .    .    .         !
 1972.3!        *       +                     !!        0.    .    .         !
 1972.4!               +       *              !!         .    .    .0        !
 1973.1!      *                +              !! 0       .    .    .         !
 1973.2!             + *                      !!         .    . 0  .         !
 1973.3!         *        +                   !!       0 .    .    .         !
 1973.4!          *   +                       !!         . 0  .    .         !
 1974.1!               +      *               !!         .    .    0         !
 1974.2!                   *  +               !!         .  0 .    .         !
 1974.3!                  * +                 !!         .   0.    .         !
 1974.4!                    +     *           !!         .    .    0         !
 1975.1!                       + *            !!         .    .0   .         !
 1975.2!                    *  +              !!         .  0 .    .         !
 1975.3!                     +         *      !!         .    .    .  0      !
 1975.4!           *               +          !!  0      .    .    .         !
 1976.1!            *    +                    !!         .0   .    .         !
 1976.2!                 +                  * !!         .    .    .         0
 1976.3!                            +         *!         .    .    .  0      !
 1976.4!                             +  *     !!         .    . 0  .         !
 1977.1!                          +   *       !!         .    .  0 .         !
 1977.2!                         +*           !!         .    .0   .         !
 1977.3!                 *      +             !!        0.    .    .         !
 1977.4!             *     +                  !!         .0   .    .         !
 1978.1!                 +      *             !!         .    .    0         !
 1978.2!                       + *            !!         .    . 0  .         !
 1978.3!                        +        *    !!         .    .    . 0       !
 1978.4!                           +      *   !!         .    .    0         !
 1979.1!                            +   *     !!         .    .   0.         !
 1979.2!                          *+          !!         .   0.    .         !
 1979.3!                       *+             !!         .   0.    .         !
 1979.4!                       +   *          !!         .    .  0 .         !
 1980.1!                         +    *       !!         .    .   0.         !
 1980.2!                           +*         !!         .    .0   .         !
 1980.3!                          +          *!!         .    .    .   0     !
 1980.4!                            *  +      !!         .  0 .    .         !
 1981.1!                      *   +           !!         . 0  .    .         !
 1981.2!                      +       *       !!         .    .    .0        !
 1981.3!                          +           !!         .    0    .         !
 1981.4!                       +       *      !!         .    .    .0        !
 1982.1!                          +       *   !!         .    .    .0        !
 1982.2!                           +       *  !!         .    .    .0        !
 1982.3!                 *           +        !!     0   .    .    .         !
 1982.4!                   +        *         !!         .    .    . 0       !
 1983.1!                       * +            !!         .  0 .    .         !
 1983.2!                       + *            !!         .    . 0  .         !
 1983.3!                         +*           !!         .    .0   .         !
 1983.4!               *         +            !!      0  .    .    .         !
 1984.1!                 +         *          !!         .    .    .  0      !
 1984.2!                    *    +            !!         0    .    .         !
 1984.3!                 *    +               !!         .0   .    .         !
 1984.4!               *     +                !!         .0   .    .         !
 1985.1!                  + *                 !!         .    . 0  .         !
 1985.2!                  *   +               !!         .0   .    .         !
 1985.3!                  *  +                !!         .  0 .    .         !
 1985.4!                   + *                !!         .    .0   .         !
 1986.1!                      +    *          !!         .    .   0.         !
 1986.2!                        + *           !!         .    . 0  .         !
 1986.3!                        + *           !!         .    . 0  .         !
 1986.4!                   *    +             !!         .0   .    .         !
 1987.1!                    +  *              !!         .    . 0  .         !
 1987.2!                      + *             !!         .    .0   .         !
 1987.3!                      +     *         !!         .    .    0         !
 1987.4!                        +     *       !!         .    .    0         !
 1988.1!                       * +            !!         .   0.    .         !
 1988.2!                      +     *         !!         .    .    0         !
 1988.3!                        +  *          !!         .    . 0  .         !
 1988.4!                       +*             !!         .    0    .         !
 1989.1!                      +    *          !!         .    .   0.         !
 1989.2!                        +       *     !!         .    .    .0        !
 1989.3!                        *  +          !!         .  0 .    .         !
 1989.4!                      +  *            !!         .    . 0  .         !
 1990.1!                      + *             !!         .    .0   .         !
 1990.2!                     +         *      !!         .    .    . 0       !
 1990.3!                        +     *       !!         .    .    0         !
 1990.4!                         +       *    !!         .    .    .0        !
 1991.1!                    *     +           !!         0    .    .         !
 1991.2!                    +       *         !!         .    .    . 0       !
 1991.3!                       +  *           !!         .    . 0  .         !
 1991.4!                      + *             !!         .    .0   .         !
 1992.1!                     +   *            !!         .    .  0 .         !
 1992.2!                   *+                 !!         .   0.    .         !
 1992.3!                  +    *              !!         .    .   0.         !
 1992.4!                    +  *              !!         .    .  0 .         !
 1993.1!                   +    *             !!         .    .   0.         !
 1993.2!                  * +                 !!         .  0 .    .         !
 1993.3!         *       +                    !!       0 .    .    .         !
 1993.4!       *    +                         !!         .0   .    .         !
 1994.1!        *    +                        !!         .0   .    .         !
 1994.2!      *    +                          !!         .0   .    .         !
 1994.3!           +*                         !!         .    .0   .         !
 1994.4!         *    +                       !!         . 0  .    .         !
 1995.1!            +   *                     !!         .    .  0 .         !
 1995.2!                +         *           !!         .    .    . 0       !
 1995.3!               *      +               !!        0.    .    .         !
 1995.4!       *        +                     !!       0 .    .    .         !
 1996.1!            +           *             !!         .    .    .    0    !
 1996.2!                  * +                 !!         .  0 .    .         !
 1996.3!                 +  *                 !!         .    . 0  .         !
 1996.4!          *       +                   !!        0.    .    .         !
 1997.1!             +  *                     !!         .    .  0 .         !
 1997.2!   *            +                     !!    0    .    .    .         !
 1997.3!          +          *                !!         .    .    .   0     !
 1997.4!   *               +                  !!  0      .    .    .         !
 1998.1!     *   +                            !!         . 0  .    .         !
 1998.2!          +*                          !!         .    .0   .         !
 1998.3!   *         +                        !!      0  .    .    .         !
 1998.4!         +*                           !!         .    .0   .         !
 1999.1*            +                         !!    0    .    .    .         !
 1999.2!     + *                              !!         .    .0   .         !
 1999.3!     *     +                          !!         .0   .    .         !
 1999.4!           +  *                       !!         .    .  0 .         !
 2000.1!       *        +                     !!       0 .    .    .         !
 2000.2!              +   *                   !!         .    .  0 .         !
 2000.3!                 * +                  !!         .  0 .    .         !
 2000.4!                   + *                !!         .    . 0  .         !
 2001.1!                    *+                !!         .   0.    .         !
 2001.2!                     +  *             !!         .    . 0  .         !
 2001.3!                  *    +              !!         .0   .    .         !
 2001.4!                    +      *          !!         .    .    0         !
 2002.1!                        +  *          !!         .    . 0  .         !
 2002.2!                      * +             !!         .   0.    .         !
 2002.3!                      +      *        !!         .    .    .0        !
 2002.4!                         +            !!         .   0.    .         !
 2003.1!                     * +              !!         .   0.    .         !
 2003.2!                     +    *           !!         .    .   0.         !
 2003.3!                    *  +              !!         .  0 .    .         !
 2003.4!                    +  *              !!         .    . 0  .         !
 2004.1!                      +    *          !!         .    .   0.         !
 2004.2!                        +    *        !!         .    .   0.         !
 2004.3!                         +            !!         .    0    .         !
 2004.4!                       +    *         !!         .    .   0.         !
 2005.1!                    *    +            !!         .0   .    .         !
 2005.2!                    +     *           !!         .    .   0.         !
 2005.3!                        + *           !!         .    .0   .         !
 2005.4!                        +   *         !!         .    .  0 .         !
 2006.1!                      *  +            !!         .  0 .    .         !
 2006.2!                    +  *              !!         .    . 0  .         !
 2006.3!                   * +                !!         .  0 .    .         !
 2006.4!                 * +                  !!         .  0 .    .         !
 2007.1!                  +      *            !!         .    .    .0        !
 2007.2!               *     +                !!         .0   .    .         !
 2007.3!                 +*                   !!         .    .0   .         !
 2007.4!                 *+                   !!         .   0.    .         !
 2008.1!                  +*                  !!         .    .0   .         !
 2008.2!                   +                  !!         .    0    .         !
 2008.3!                   +                  !!         .    0    .         !
 2008.4!                   +  *               !!         .    . 0  .         !
 2009.1!                    +  *              !!         .    . 0  .         !
 2009.2!              *     +                 !!         .0   .    .         !
 2009.3!                + *                   !!         .    . 0  .         !
 2009.4!                  + *                 !!         .    .0   .         !
 2010.1!             *     +                  !!         0    .    .         !
 2010.2!                +                     !!         .    0    .         !
 2010.3!                  +*                  !!         .    .0   .         !
 2010.4!                *  +                  !!         .  0 .    .         !
 2011.1!                  +*                  !!         .    .0   .         !
 2011.2!                   +*                 !!         .    .0   .         !
 2011.3!                   + *                !!         .    .0   .         !
 2011.4!               *    +                 !!         .0   .    .         !
 2012.1!                 +                    !!         .    0    .         !
 2012.2!             *    +                   !!         .0   .    .         !
 2012.3!           *    +                     !!         .0   .    .         !
 2012.4!     *         +                      !!      0  .    .    .         !


     28.19 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ  1601 LAAFRID C LAFRID(-1) PFRID;SMPL 1966.1 2012.4;OLS;EST 1601 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEID=GEPX$/IDPMM;                                                      
 GENR LAAGEID=LOG(AAGEID+.00001);                                             
 GENR LAGEID=LOG(AGEID+.00001);                                               
 LHS AAGEID=EXP(LAAGEID)-.00001;                                              
  EQ 1602 LAAGEID C LAGEID(-1) PGEID;                                         
EQUATION 1088  LAAGEID  
   RHS     C  LAGEID(-1)  PGEID  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1088 PLOT=0;END;                                                     

Equation number = 1088
**********************

Dependent variable = LAAGEID 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.623466569

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.282976322       0.086381747  -3.27588     1.000000
13673 LAGEID  ( -1)       0.861218643       0.043310567  19.88472    -2.616047
13671 PGEID   (  0)      -0.070557877       0.060038214  -1.17522     1.240141

SE of equation            =     0.157640256
Sum of squared residuals  =  4.59733333      -0.247624143E-11
Average absolute error    =     0.116360107
Sum of ABS residuals      =  21.8757002    
R squared                 =   0.80184
Durbin-Watson statistic   =   2.63025
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                             *        +!       0  .   .   .          !
 1966.2!                             +   *    !!          .   .  0.          !
 1966.3!                                +   * !!          .   .  0.          !
 1966.4!                                  +  *!!          .   . 0 .          !
 1967.1!                               *   +  !!          .0  .   .          !
 1967.2!                              +  *    !!          .   . 0 .          !
 1967.3!                            *  +      !!          .0  .   .          !
 1967.4!                           +   *      !!          .   .  0.          !
 1968.1!                            * +       !!          .  0.   .          !
 1968.2!                            +  *      !!          .   .  0.          !
 1968.3!                           *  +       !!          . 0 .   .          !
 1968.4!                    *      +          !!         0.   .   .          !
 1969.1!                     +            *   !!          .   .   .      0   !
 1969.2!                             *   +    !!          .0  .   .          !
 1969.3!                            +   *     !!          .   .  0.          !
 1969.4!                               + *    !!          .   .0  .          !
 1970.1!                               +   *  !!          .   .  0.          !
 1970.2!                                 +    !!          .   0   .          !
 1970.3!                                +     !!          .   0   .          !
 1970.4!                               +      !!          .   0   .          !
 1971.1!                            * +       !!          . 0 .   .          !
 1971.2!                            +   *     !!          .   .   0          !
 1971.3!                            *  +      !!          . 0 .   .          !
 1971.4!                            + *       !!          .   . 0 .          !
 1972.1!                             +     *  !!          .   .   0          !
 1972.2!                                 +  * !!          .   .  0.          !
 1972.3!                                  +   *!          .   .  0.          !
 1972.4!                                   + *!!          .   .0  .          !
 1973.1!                          *        +  !!       0  .   .   .          !
 1973.2!                         *+           !!          .   0   .          !
 1973.3!                         + *          !!          .   . 0 .          !
 1973.4!                          + *         !!          .   . 0 .          !
 1974.1!                           +          *!          .   .   .    0     !
 1974.2!                               *   +  !!          .0  .   .          !
 1974.3!                          *   +       !!          .0  .   .          !
 1974.4!                        *+            !!          .  0.   .          !
 1975.1!                       +              !!          .   0   .          !
 1975.2!                       +  *           !!          .   .  0.          !
 1975.3!                          +           !!          .   0   .          !
 1975.4!                      *  +            !!          .0  .   .          !
 1976.1!                      +      *        !!          .   .   . 0        !
 1976.2!                     *      +         !!         0.   .   .          !
 1976.3!                     + *              !!          .   . 0 .          !
 1976.4!                       + *            !!          .   . 0 .          !
 1977.1!                        +  *          !!          .   .  0.          !
 1977.2!                          +   *       !!          .   .  0.          !
 1977.3!                             +       *!!          .   .   . 0        !
 1977.4!                                 * +  !!          .  0.   .          !
 1978.1!                       *       +      !!       0  .   .   .          !
 1978.2!                      +       *       !!          .   .   . 0        !
 1978.3!                             + *      !!          .   . 0 .          !
 1978.4!                              +  *    !!          .   .  0.          !
 1979.1!                               +*     !!          .   0   .          !
 1979.2!                              +       !!          .   0   .          !
 1979.3!                             +*       !!          .   .0  .          !
 1979.4!                             +*       !!          .   .0  .          !
 1980.1!                             +*       !!          .   .0  .          !
 1980.2!                             + *      !!          .   .0  .          !
 1980.3!                              +       !!          .   0   .          !
 1980.4!                             + *      !!          .   . 0 .          !
 1981.1!                        *     +       !!         0.   .   .          !
 1981.2!                        +      *      !!          .   .   .0         !
 1981.3!                          *  +        !!          .0  .   .          !
 1981.4!                         +    *       !!          .   .   0          !
 1982.1!                    *        +        !!       0  .   .   .          !
 1982.2!                    +*                !!          .   .0  .          !
 1982.3!                     +   *            !!          .   .  0.          !
 1982.4!                         +            !!          .   .0  .          !
 1983.1!                         + *          !!          .   .0  .          !
 1983.2!                          +   *       !!          .   .  0.          !
 1983.3!                           * +        !!          . 0 .   .          !
 1983.4!              *            +          !!    0     .   .   .          !
 1984.1!              +              *        !!          .   .   .       0  !
 1984.2!                            + *       !!          .   .0  .          !
 1984.3!                              +   *   !!          .   .   0          !
 1984.4!                 *               +    !! 0        .   .   .          !
 1985.1!                 +                  * !!          .   .   .          0
 1985.2!                                 * +  !!          .  0.   .          !
 1985.3!                            *   +     !!          .0  .   .          !
 1985.4!                           +      *   !!          .   .   .0         !
 1986.1!                              * +     !!          . 0 .   .          !
 1986.2!                            +  *      !!          .   . 0 .          !
 1986.3!                             + *      !!          .   .0  .          !
 1986.4!                              +      *!!          .   .   . 0        !
 1987.1!                                   +  !!          .   0   .          !
 1987.2!                             *   +    !!          .0  .   .          !
 1987.3!                            +  *      !!          .   . 0 .          !
 1987.4!                             + *      !!          .   .0  .          !
 1988.1!                       *     +        !!         0.   .   .          !
 1988.2!                      +    *          !!          .   .  0.          !
 1988.3!                        * +           !!          .  0.   .          !
 1988.4!                     *  +             !!          . 0 .   .          !
 1989.1!                     +   *            !!          .   .   0          !
 1989.2!                         +            !!          .   0   .          !
 1989.3!                        +             !!          .   0   .          !
 1989.4!                  *    +              !!          0   .   .          !
 1990.1!                  +   *               !!          .   .  0.          !
 1990.2!                   * +                !!          . 0 .   .          !
 1990.3!                   +   *              !!          .   .  0.          !
 1990.4!                      +               !!          .   0   .          !
 1991.1!                   *  +               !!          . 0 .   .          !
 1991.2!                   +   *              !!          .   .  0.          !
 1991.3!                     *+               !!          .  0.   .          !
 1991.4!                   *+                 !!          .  0.   .          !
 1992.1!                * +                   !!          . 0 .   .          !
 1992.2!                +       *             !!          .   .   . 0        !
 1992.3!                    * +               !!          . 0 .   .          !
 1992.4!                  *+                  !!          .  0.   .          !
 1993.1!                 +*                   !!          .   .0  .          !
 1993.2!                *+                    !!          .  0.   .          !
 1993.3!                + *                   !!          .   .0  .          !
 1993.4!              *  +                    !!          . 0 .   .          !
 1994.1!         *     +                      !!         0.   .   .          !
 1994.2!         +        *                   !!          .   .   .  0       !
 1994.3!                 +                    !!          .   0   .          !
 1994.4!               * +                    !!          .  0.   .          !
 1995.1!               +    *                 !!          .   .   0          !
 1995.2!                   + *                !!          .   .0  .          !
 1995.3!                    +                 !!          .   0   .          !
 1995.4!                   +   *              !!          .   .  0.          !
 1996.1!                    * +               !!          . 0 .   .          !
 1996.2!                   +*                 !!          .   .0  .          !
 1996.3!                *  +                  !!          . 0 .   .          !
 1996.4!             * +                      !!          . 0 .   .          !
 1997.1!         *   +                        !!          .0  .   .          !
 1997.2!          +    *                      !!          .   .   0          !
 1997.3!              *+                      !!          .  0.   .          !
 1997.4!           *  +                       !!          . 0 .   .          !
 1998.1!         *  +                         !!          . 0 .   .          !
 1998.2!        *+                            !!          .  0.   .          !
 1998.3!    *   +                             !!          .0  .   .          !
 1998.4!   * +                                !!          . 0 .   .          !
 1999.1*    +                                 !!          0   .   .          !
 1999.2!+  *                                  !!          .   . 0 .          !
 1999.3!  * +                                 !!          .  0.   .          !
 1999.4!*   +                                 !!          .0  .   .          !
 2000.1!   +    *                             !!          .   .   .0         !
 2000.2!        * +                           !!          .  0.   .          !
 2000.3!          +*                          !!          .   .0  .          !
 2000.4!          *  +                        !!          . 0 .   .          !
 2001.1!           +     *                    !!          .   .   .0         !
 2001.2!               *  +                   !!          . 0 .   .          !
 2001.3!                +*                    !!          .   .0  .          !
 2001.4!            *    +                    !!          0   .   .          !
 2002.1!             +   *                    !!          .   .  0.          !
 2002.2!             *   +                    !!          0   .   .          !
 2002.3!            * +                       !!          . 0 .   .          !
 2002.4!           * +                        !!          .  0.   .          !
 2003.1!       *     +                        !!         0.   .   .          !
 2003.2!        +                             !!          .   0   .          !
 2003.3!          +                           !!          .   0   .          !
 2003.4!        *  +                          !!          .0  .   .          !
 2004.1!          +*                          !!          .   .0  .          !
 2004.2!            +*                        !!          .   .0  .          !
 2004.3!             *+                       !!          .  0.   .          !
 2004.4!             *+                       !!          .  0.   .          !
 2005.1!            * +                       !!          .  0.   .          !
 2005.2!             +*                       !!          .   0   .          !
 2005.3!              *+                      !!          .  0.   .          !
 2005.4!               +                      !!          .   0   .          !
 2006.1!             *  +                     !!          . 0 .   .          !
 2006.2!             *+                       !!          .  0.   .          !
 2006.3!             +                        !!          .  0.   .          !
 2006.4!             + *                      !!          .   .0  .          !
 2007.1!         *     +                      !!         0.   .   .          !
 2007.2!       *  +                           !!          . 0 .   .          !
 2007.3!       *+                             !!          .  0.   .          !
 2007.4!         +   *                        !!          .   .   0          !
 2008.1!         *    +                       !!          0   .   .          !
 2008.2!          +                           !!          .   0   .          !
 2008.3!       *   +                          !!          .0  .   .          !
 2008.4!        +                             !!          .  0.   .          !
 2009.1!         +*                           !!          .   .0  .          !
 2009.2!         * +                          !!          . 0 .   .          !
 2009.3!          +*                          !!          .   .0  .          !
 2009.4!          * +                         !!          .  0.   .          !
 2010.1!     *     +                          !!          0   .   .          !
 2010.2!      *+                              !!          .  0.   .          !
 2010.3!      *+                              !!          .  0.   .          !
 2010.4!      * +                             !!          . 0 .   .          !
 2011.1!       + *                            !!          .   .0  .          !
 2011.2!      *   +                           !!          .0  .   .          !
 2011.3!        +                             !!          .   0   .          !
 2011.4!       * +                            !!          . 0 .   .          !
 2012.1!        +                             !!          .  0.   .          !
 2012.2!      *  +                            !!          .0  .   .          !
 2012.3!     * +                              !!          . 0 .   .          !
 2012.4! *     +                              !!          0   .   .          !


     21.81 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITID=ITPX$/IDPMM;                                                      
 GENR LAAITID=LOG(AAITID+.00001);                                             
 GENR LAITID=LOG(AITID+.00001);                                               
 LHS AAITID=EXP(LAAITID)-.00001;                                              
  EQ 1603 LAAITID C LAITID(-1) PITID;                                         
EQUATION 1089  LAAITID  
   RHS     C  LAITID(-1)  PITID  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1089 PLOT=0;END;                                                     

Equation number = 1089
**********************

Dependent variable = LAAITID 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.679488966

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.319353960       0.199812325  -6.60297     1.000000
13676 LAITID  ( -1)       0.559362759       0.064701893   8.64523    -3.676087
13674 PITID   (  0)      -0.279023339       0.077169794  -3.61571     1.089045

SE of equation            =     0.225039257
Sum of squared residuals  =  9.36889345       0.397140099E-10
Average absolute error    =     0.176091201
Sum of ABS residuals      =  33.1051457    
R squared                 =   0.51410
Durbin-Watson statistic   =   2.41620
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     *           +                    !!  0      .    .    .         !
 1966.2!           +         *                !!         .    .    .   0     !
 1966.3!                    + *               !!         .    . 0  .         !
 1966.4!                     +*               !!         .    .0   .         !
 1967.1!                 *  +                 !!         .0   .    .         !
 1967.2!             *    +                   !!         0    .    .         !
 1967.3!             *  +                     !!         . 0  .    .         !
 1967.4!                +  *                  !!         .    .  0 .         !
 1968.1!                   +          *       !!         .    .    .    0    !
 1968.2!                         +    *       !!         .    .   0.         !
 1968.3!                         +       *    !!         .    .    . 0       !
 1968.4!                           +  *       !!         .    .  0 .         !
 1969.1!                         +            *!         .    .    .       0 !
 1969.2!                             *+       !!         .   0.    .         !
 1969.3!                          +        *  !!         .    .    .   0     !
 1969.4!                             +   *    !!         .    .   0.         !
 1970.1!                          *+          !!         .   0.    .         !
 1970.2!                     *  +             !!         .  0 .    .         !
 1970.3!                     +  *             !!         .    .  0 .         !
 1970.4!                  *   +               !!         .0   .    .         !
 1971.1!           *       +                  !!      0  .    .    .         !
 1971.2!         *     +                      !!        0.    .    .         !
 1971.3!            * +                       !!         . 0  .    .         !
 1971.4!             *  +                     !!         . 0  .    .         !
 1972.1!                +    *                !!         .    .    0         !
 1972.2!                    *+                !!         .   0.    .         !
 1972.3!                    +                 !!         .    0    .         !
 1972.4!                    +          *      !!         .    .    .     0   !
 1973.1!                 *         +          !!     0   .    .    .         !
 1973.2!                  + *                 !!         .    . 0  .         !
 1973.3!         *          +                 !!    0    .    .    .         !
 1973.4!      *      +                        !!       0 .    .    .         !
 1974.1!           +               *          !!         .    .    .         0
 1974.2!                *      +              !!       0 .    .    .         !
 1974.3!                *+                    !!         .   0.    .         !
 1974.4!                 +      *             !!         .    .    . 0       !
 1975.1!              *       +               !!      0  .    .    .         !
 1975.2!                +     *               !!         .    .    .0        !
 1975.3!                 *   +                !!         . 0  .    .         !
 1975.4!          *       +                   !!       0 .    .    .         !
 1976.1!      *        +                      !!      0  .    .    .         !
 1976.2!            +       *                 !!         .    .    .  0      !
 1976.3!         *         +                  !!    0    .    .    .         !
 1976.4!         *   +                        !!         .0   .    .         !
 1977.1!            *+                        !!         .   0.    .         !
 1977.2!        *      +                      !!        0.    .    .         !
 1977.3!             +*                       !!         .    .0   .         !
 1977.4!                +   *                 !!         .    .  0 .         !
 1978.1!                   + *                !!         .    .0   .         !
 1978.2!                *   +                 !!         .0   .    .         !
 1978.3!           *      +                   !!        0.    .    .         !
 1978.4!               +      *               !!         .    .    . 0       !
 1979.1!                     +  *             !!         .    . 0  .         !
 1979.2!                      +               !!         .    0    .         !
 1979.3!                     +                !!         .    0    .         !
 1979.4!                     +      *         !!         .    .    . 0       !
 1980.1!                        +*            !!         .    0    .         !
 1980.2!                       +     *        !!         .    .    .0        !
 1980.3!                     *   +            !!         .0   .    .         !
 1980.4!                     +         *      !!         .    .    .    0    !
 1981.1!            *             +           !!0        .    .    .         !
 1981.2!              +       *               !!         .    .    .  0      !
 1981.3!                *   +                 !!         .0   .    .         !
 1981.4!                +   *                 !!         .    .  0 .         !
 1982.1!             *     +                  !!        0.    .    .         !
 1982.2!              +             *         !!         .    .    .        0!
 1982.3!                   *    +             !!         .0   .    .         !
 1982.4!              *   +                   !!         0    .    .         !
 1983.1!               +       *              !!         .    .    .  0      !
 1983.2!                 *    +               !!         0    .    .         !
 1983.3!                  +   *               !!         .    .   0.         !
 1983.4!                 *   +                !!         .0   .    .         !
 1984.1!               +            *         !!         .    .    .       0 !
 1984.2!               *         +            !!     0   .    .    .         !
 1984.3!                  +      *            !!         .    .    . 0       !
 1984.4!                *      +              !!       0 .    .    .         !
 1985.1!                +        *            !!         .    .    .   0     !
 1985.2!                  *    +              !!         0    .    .         !
 1985.3!               *   +                  !!         .0   .    .         !
 1985.4!                +  *                  !!         .    .   0.         !
 1986.1!              *    +                  !!         0    .    .         !
 1986.2!               +  *                   !!         .    .  0 .         !
 1986.3!                  +  *                !!         .    .  0 .         !
 1986.4!                    + *               !!         .    . 0  .         !
 1987.1!                    +*                !!         .    .0   .         !
 1987.2!                   +     *            !!         .    .    0         !
 1987.3!                     +   *            !!         .    .  0 .         !
 1987.4!                 *    +               !!         .0   .    .         !
 1988.1!            *    +                    !!         0    .    .         !
 1988.2!              +   *                   !!         .    .   0.         !
 1988.3!            *     +                   !!         0    .    .         !
 1988.4!              +                       !!         .    0    .         !
 1989.1!               +  *                   !!         .    . 0  .         !
 1989.2!                 +*                   !!         .    .0   .         !
 1989.3!               *  +                   !!         .  0 .    .         !
 1989.4!                + *                   !!         .    . 0  .         !
 1990.1!             *  +                     !!         . 0  .    .         !
 1990.2!              +*                      !!         .    .0   .         !
 1990.3!              +     *                 !!         .    .    .0        !
 1990.4!                  +   *               !!         .    .   0.         !
 1991.1!                   +                  !!         .    .0   .         !
 1991.2!                 + *                  !!         .    .0   .         !
 1991.3!             *   +                    !!         . 0  .    .         !
 1991.4!           * +                        !!         .  0 .    .         !
 1992.1!     *      +                         !!       0 .    .    .         !
 1992.2!       +        *                     !!         .    .    .   0     !
 1992.3!               +*                     !!         .    .0   .         !
 1992.4!               +*                     !!         .    .0   .         !
 1993.1!              +                       !!         .    0    .         !
 1993.2!              + *                     !!         .    . 0  .         !
 1993.3!               +*                     !!         .    .0   .         !
 1993.4!             * +                      !!         .  0 .    .         !
 1994.1!              +     *                 !!         .    .    0         !
 1994.2!              * +                     !!         .  0 .    .         !
 1994.3!              + *                     !!         .    . 0  .         !
 1994.4!               +     *                !!         .    .    .0        !
 1995.1!                  +       *           !!         .    .    .  0      !
 1995.2!                      +   *           !!         .    .   0.         !
 1995.3!                     *+               !!         .   0.    .         !
 1995.4!                  +     *             !!         .    .    0         !
 1996.1!                   +    *             !!         .    .   0.         !
 1996.2!                   +   *              !!         .    .    0         !
 1996.3!                 *+                   !!         .  0 .    .         !
 1996.4!              +   *                   !!         .    .  0 .         !
 1997.1!           *   +                      !!         . 0  .    .         !
 1997.2!           +     *                    !!         .    .    .0        !
 1997.3!               + *                    !!         .    .  0 .         !
 1997.4!               +     *                !!         .    .    .0        !
 1998.1!             *  +                     !!         .  0 .    .         !
 1998.2!           +      *                   !!         .    .    .0        !
 1998.3!              + *                     !!         .    . 0  .         !
 1998.4!           * +                        !!         .  0 .    .         !
 1999.1!   *      +                           !!        0.    .    .         !
 1999.2!    + *                               !!         .    . 0  .         !
 1999.3!      *+                              !!         .   0.    .         !
 1999.4!        +*                            !!         .    .0   .         !
 2000.1!           + *                        !!         .    . 0  .         !
 2000.2!              +*                      !!         .    .0   .         !
 2000.3!               + *                    !!         .    . 0  .         !
 2000.4!                 + *                  !!         .    .  0 .         !
 2001.1!                  +  *                !!         .    .   0.         !
 2001.2!                   *+                 !!         .    0    .         !
 2001.3!                * +                   !!         .  0 .    .         !
 2001.4!                +  *                  !!         .    .  0 .         !
 2002.1!                * +                   !!         .  0 .    .         !
 2002.2!               *+                     !!         .   0.    .         !
 2002.3!               +                      !!         .   0.    .         !
 2002.4!               + *                    !!         .    . 0  .         !
 2003.1!             *  +                     !!         . 0  .    .         !
 2003.2!           *  +                       !!         . 0  .    .         !
 2003.3!            *+                        !!         .   0.    .         !
 2003.4!             +  *                     !!         .    .  0 .         !
 2004.1!            *  +                      !!         . 0  .    .         !
 2004.2!            *+                        !!         .   0.    .         !
 2004.3!           * +                        !!         .  0 .    .         !
 2004.4!             + *                      !!         .    . 0  .         !
 2005.1!            *  +                      !!         .  0 .    .         !
 2005.2!             + *                      !!         .    .0   .         !
 2005.3!             * +                      !!         .  0 .    .         !
 2005.4!             *+                       !!         .   0.    .         !
 2006.1!          *   +                       !!         .0   .    .         !
 2006.2!          *+                          !!         .   0.    .         !
 2006.3!        *  +                          !!         .  0 .    .         !
 2006.4!          +                           !!         .    0    .         !
 2007.1!        * +                           !!         . 0  .    .         !
 2007.2!        +                             !!         .    0    .         !
 2007.3!        + *                           !!         .    .0   .         !
 2007.4!          +                           !!         .    0    .         !
 2008.1!         + *                          !!         .    .0   .         !
 2008.2!      *   +                           !!         .0   .    .         !
 2008.3!  *    +                              !!         0    .    .         !
 2008.4!   * +                                !!         .  0 .    .         !
 2009.1!    *+                                !!         .   0.    .         !
 2009.2!   *  +                               !!         .  0 .    .         !
 2009.3!   * +                                !!         .  0 .    .         !
 2009.4!     +                                !!         .    0    .         !
 2010.1! *     +                              !!         0    .    .         !
 2010.2!  *  +                                !!         . 0  .    .         !
 2010.3!*    +                                !!         0    .    .         !
 2010.4!    +*                                !!         .    .0   .         !
 2011.1!    *   +                             !!         . 0  .    .         !
 2011.2!        +*                            !!         .    .0   .         !
 2011.3!   *      +                           !!       0 .    .    .         !
 2011.4!     * +                              !!         .  0 .    .         !
 2012.1!    *    +                            !!         0    .    .         !
 2012.2!    *   +                             !!         . 0  .    .         !
 2012.3*        +                             !!     0   .    .    .         !
 2012.4!  *  +                                !!         . 0  .    .         !


     28.19 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEID=NEPX$/IDPMM;                                                      
 GENR LAANEID=LOG(AANEID+.00001);                                             
 GENR LANEID=LOG(ANEID+.00001);                                               
 LHS AANEID=EXP(LAANEID)-.00001;                                              
  EQ 1604 LAANEID C LANEID(-1) PNEID;                                         
EQUATION 1090  LAANEID  
   RHS     C  LANEID(-1)  PNEID  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1090 PLOT=0;END;                                                     

Equation number = 1090
**********************

Dependent variable = LAANEID 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.373664131

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.355840392       0.243046377  -5.57853     1.000000
13679 LANEID  ( -1)       0.666247128       0.057092268  11.66966    -4.370635
13677 PNEID   (  0)      -0.075986743       0.089276217  -0.85114     1.393678

SE of equation            =     0.247283488
Sum of squared residuals  =  11.3125878       0.199644745E-10
Average absolute error    =     0.187308125
Sum of ABS residuals      =  35.2139275    
R squared                 =   0.46025
Durbin-Watson statistic   =   2.38345
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!           *      +                   !!          0   .   .          !
 1966.2!             +         *              !!          .   .   .0         !
 1966.3!                     +*               !!          .   .0  .          !
 1966.4!                     +                !!          .   0   .          !
 1967.1!           *       +                  !!         0.   .   .          !
 1967.2!             +                        !!          .   0   .          !
 1967.3!               +    *                 !!          .   .  0.          !
 1967.4!            *      +                  !!          0   .   .          !
 1968.1!      *       +                       !!          0   .   .          !
 1968.2!         *+                           !!          .   0   .          !
 1968.3!     *      +                         !!          0   .   .          !
 1968.4*         +                            !!        0 .   .   .          !
 1969.1!     +              *                 !!          .   .   .   0      !
 1969.2!                   + *                !!          .   .0  .          !
 1969.3!                    +*                !!          .   .0  .          !
 1969.4!                   *+                 !!          .  0.   .          !
 1970.1!          *        +                  !!         0.   .   .          !
 1970.2!            *+                        !!          .  0.   .          !
 1970.3!              +     *                 !!          .   .  0.          !
 1970.4!                    +          *      !!          .   .   .  0       !
 1971.1!                *          +          !!        0 .   .   .          !
 1971.2!          *      +                    !!          0   .   .          !
 1971.3!            *+                        !!          .   0   .          !
 1971.4!              +         *             !!          .   .   . 0        !
 1972.1!                      +      *        !!          .   .   0          !
 1972.2!                         +        *   !!          .   .   .0         !
 1972.3!                *            +        !!       0  .   .   .          !
 1972.4!                 +          *         !!          .   .   . 0        !
 1973.1!                        *+            !!          .  0.   .          !
 1973.2!                    * +               !!          .  0.   .          !
 1973.3!     *             +                  !!      0   .   .   .          !
 1973.4!         +         *                  !!          .   .   . 0        !
 1974.1!                  +            *      !!          .   .   .  0       !
 1974.2!         *                +           !!    0     .   .   .          !
 1974.3!          * +                         !!          .  0.   .          !
 1974.4!            +          *              !!          .   .   . 0        !
 1975.1!                     +       *        !!          .   .   .0         !
 1975.2!                         +          * !!          .   .   . 0        !
 1975.3!                       *      +       !!          0   .   .          !
 1975.4!                     + *              !!          .   .0  .          !
 1976.1!          *          +                !!        0 .   .   .          !
 1976.2!            +              *          !!          .   .   .   0      !
 1976.3!              *        +              !!         0.   .   .          !
 1976.4!              +           *           !!          .   .   .  0       !
 1977.1!                   *   +              !!          . 0 .   .          !
 1977.2!         *        +                   !!         0.   .   .          !
 1977.3!            +                         *!          .   .   .          0
 1977.4!                       *       +      !!          0   .   .          !
 1978.1!                     +             *  !!          .   .   .   0      !
 1978.2!                     *       +        !!         0.   .   .          !
 1978.3!                    +            *    !!          .   .   .   0      !
 1978.4!                            +        *!!          .   .   .0         !
 1979.1!                              +       !!          .   0   .          !
 1979.2!                         +         *  !!          .   .   .0         !
 1979.3!                             +   *    !!          .   . 0 .          !
 1979.4!                            +    *    !!          .   .  0.          !
 1980.1!                            +     *   !!          .   .   0          !
 1980.2!                             + *      !!          .   .0  .          !
 1980.3!                          +  *        !!          .   .0  .          !
 1980.4!                         +         *  !!          .   .   . 0        !
 1981.1!                        *    +        !!          .0  .   .          !
 1981.2!                     +     *          !!          .   .  0.          !
 1981.3!                    *  +              !!          . 0 .   .          !
 1981.4!               *  +                   !!          . 0 .   .          !
 1982.1!        *      +                      !!          0   .   .          !
 1982.2!         *+                           !!          .   0   .          !
 1982.3!          *+                          !!          .  0.   .          !
 1982.4!            +   *                     !!          .   .  0.          !
 1983.1!                +   *                 !!          .   . 0 .          !
 1983.2!               *   +                  !!          . 0 .   .          !
 1983.3!                +*                    !!          .   .0  .          !
 1983.4!                 +*                   !!          .   .0  .          !
 1984.1!                 +        *           !!          .   .   .0         !
 1984.2!                   *   +              !!          .0  .   .          !
 1984.3!                  +            *      !!          .   .   .  0       !
 1984.4!                         * +          !!          .  0.   .          !
 1985.1!                      +        *      !!          .   .   .0         !
 1985.2!                           +*         !!          .   .0  .          !
 1985.3!                      * +             !!          .  0.   .          !
 1985.4!                    +   *             !!          .   .  0.          !
 1986.1!                      + *             !!          .   .0  .          !
 1986.2!                     + *              !!          .   .0  .          !
 1986.3!                     +     *          !!          .   .   0          !
 1986.4!                        +          *  !!          .   .   . 0        !
 1987.1!                             +  *     !!          .   .0  .          !
 1987.2!                           +  *       !!          .   . 0 .          !
 1987.3!                         +     *      !!          .   .  0.          !
 1987.4!                        *  +          !!          .  0.   .          !
 1988.1!                      +               !!          .   0   .          !
 1988.2!                    +       *         !!          .   .   0          !
 1988.3!                     *   +            !!          . 0 .   .          !
 1988.4!                   +  *               !!          .   . 0 .          !
 1989.1!                    + *               !!          .   .0  .          !
 1989.2!                    +*                !!          .   0   .          !
 1989.3!                   +                  !!          .   0   .          !
 1989.4!                  +*                  !!          .   0   .          !
 1990.1!                  +*                  !!          .   .0  .          !
 1990.2!            *     +                   !!          .0  .   .          !
 1990.3!             +         *              !!          .   .   . 0        !
 1990.4!                     + *              !!          .   . 0 .          !
 1991.1!                     +*               !!          .   .0  .          !
 1991.2!                 *  +                 !!          . 0 .   .          !
 1991.3!           *     +                    !!          .0  .   .          !
 1991.4!             +        *               !!          .   .   .0         !
 1992.1!                *   +                 !!          . 0 .   .          !
 1992.2!         *     +                      !!          0   .   .          !
 1992.3!         * +                          !!          .  0.   .          !
 1992.4!           +                          !!          .   0   .          !
 1993.1!      *     +                         !!          .0  .   .          !
 1993.2!         +          *                 !!          .   .   . 0        !
 1993.3!                *  +                  !!          .  0.   .          !
 1993.4!           *    +                     !!          .0  .   .          !
 1994.1!      *      +                        !!          0   .   .          !
 1994.2!         +   *                        !!          .   . 0 .          !
 1994.3!        *     +                       !!          .0  .   .          !
 1994.4!          +                           !!          .   0   .          !
 1995.1!           +                          !!          .   0   .          !
 1995.2!            + *                       !!          .   .0  .          !
 1995.3!       *       +                      !!          0   .   .          !
 1995.4!          +*                          !!          .   .0  .          !
 1996.1!         *   +                        !!          . 0 .   .          !
 1996.2!           + *                        !!          .   .0  .          !
 1996.3!           * +                        !!          .  0.   .          !
 1996.4!            +  *                      !!          .   .0  .          !
 1997.1!          *    +                      !!          .0  .   .          !
 1997.2!         *  +                         !!          .  0.   .          !
 1997.3!          *+                          !!          .  0.   .          !
 1997.4!         * +                          !!          .  0.   .          !
 1998.1!           +*                         !!          .   0   .          !
 1998.2!  *          +                        !!        0 .   .   .          !
 1998.3!    * +                               !!          .  0.   .          !
 1998.4!      *+                              !!          .  0.   .          !
 1999.1!  *      +                            !!          0   .   .          !
 1999.2!     +           *                    !!          .   .   .  0       !
 1999.3!       *        +                     !!        0 .   .   .          !
 1999.4!          + *                         !!          .   . 0 .          !
 2000.1!              +*                      !!          .   .0  .          !
 2000.2!             *  +                     !!          . 0 .   .          !
 2000.3!              +   *                   !!          .   . 0 .          !
 2000.4!                  + *                 !!          .   .0  .          !
 2001.1!                   + *                !!          .   .0  .          !
 2001.2!                  * +                 !!          .  0.   .          !
 2001.3!                  +  *                !!          .   .0  .          !
 2001.4!                  * +                 !!          .  0.   .          !
 2002.1!               *  +                   !!          . 0 .   .          !
 2002.2!                +*                    !!          .   .0  .          !
 2002.3!                  +*                  !!          .   0   .          !
 2002.4!              *   +                   !!          . 0 .   .          !
 2003.1!              *+                      !!          .  0.   .          !
 2003.2!            *  +                      !!          . 0 .   .          !
 2003.3!              + *                     !!          .   .0  .          !
 2003.4!           *     +                    !!          .0  .   .          !
 2004.1!             +  *                     !!          .   . 0 .          !
 2004.2!                *+                    !!          .  0.   .          !
 2004.3!                 +*                   !!          .   .0  .          !
 2004.4!                  +   *               !!          .   . 0 .          !
 2005.1!             *       +                !!          0   .   .          !
 2005.2!               + *                    !!          .   .0  .          !
 2005.3!                 +                    !!          .   0   .          !
 2005.4!                *+                    !!          .  0.   .          !
 2006.1!           *     +                    !!          .0  .   .          !
 2006.2!             +                        !!          .   0   .          !
 2006.3!           *  +                       !!          . 0 .   .          !
 2006.4!          *  +                        !!          . 0 .   .          !
 2007.1!           *+                         !!          .  0.   .          !
 2007.2!          * +                         !!          .  0.   .          !
 2007.3!            +                         !!          .   0   .          !
 2007.4!              +                       !!          .   0   .          !
 2008.1!            *  +                      !!          . 0 .   .          !
 2008.2!         *   +                        !!          . 0 .   .          !
 2008.3!    *       +                         !!          0   .   .          !
 2008.4!    *    +                            !!          .0  .   .          !
 2009.1!        +   *                         !!          .   . 0 .          !
 2009.2!             +                        !!          .   0   .          !
 2009.3!           *  +                       !!          . 0 .   .          !
 2009.4!             +                        !!          .   0   .          !
 2010.1!   *          +                       !!        0 .   .   .          !
 2010.2!  *    +                              !!          .0  .   .          !
 2010.3!       +                              !!          .   0   .          !
 2010.4!      *   +                           !!          . 0 .   .          !
 2011.1!   *      +                           !!          0   .   .          !
 2011.2!*       +                             !!          0   .   .          !
 2011.3!   *  +                               !!          . 0 .   .          !
 2011.4!     *  +                             !!          .  0.   .          !
 2012.1!   *     +                            !!          .0  .   .          !
 2012.2!    *   +                             !!          . 0 .   .          !
 2012.3*        +                             !!         0.   .   .          !
 2012.4!   * +                                !!          .  0.   .          !


     31.91 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTID=STPX$/IDPMM;                                                      
 GENR LAASTID=LOG(AASTID+.00001);                                             
 GENR LASTID=LOG(ASTID+.00001);                                               
 LHS AASTID=EXP(LAASTID)-.00001;                                              
  EQ 1605 LAASTID C LASTID(-1) PSTID;                                         
EQUATION 1091  LAASTID  
   RHS     C  LASTID(-1)  PSTID  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1091 PLOT=0;END;                                                     

Equation number = 1091
**********************

Dependent variable = LAASTID 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.295876547

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.393037182       0.215201856  -6.47317     1.000000
13682 LASTID  ( -1)       0.575265272       0.066484415   8.65263    -4.288509
13680 PSTID   (  0)      -0.386255447       0.078156071  -4.94210     1.128292

SE of equation            =     0.188759906
Sum of squared residuals  =  6.59160592       0.191708871E-10
Average absolute error    =     0.142024096
Sum of ABS residuals      =  26.7005301    
R squared                 =   0.77492
Durbin-Watson statistic   =   2.31929
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                               * +    !!          . 0 .   .          !
 1966.2!                             *+       !!          .  0.   .          !
 1966.3!                          *  +        !!          .0  .   .          !
 1966.4!                     *     +          !!         0.   .   .          !
 1967.1!                    *   +             !!          0   .   .          !
 1967.2!                       *+             !!          .   0   .          !
 1967.3!                        *+            !!          .  0.   .          !
 1967.4!                        * +           !!          . 0 .   .          !
 1968.1!                          +*          !!          .   .0  .          !
 1968.2!                           +          *!          .   .   .     0    !
 1968.3!                                 *+   !!          .   0   .          !
 1968.4!                             * +      !!          . 0 .   .          !
 1969.1!                            +     *   !!          .   .   . 0        !
 1969.2!                               *+     !!          .  0.   .          !
 1969.3!                              +   *   !!          .   .   0          !
 1969.4!                                +  *  !!          .   .  0.          !
 1970.1!                                +     !!          .   0   .          !
 1970.2!                               +*     !!          .   .0  .          !
 1970.3!                               +*     !!          .   . 0 .          !
 1970.4!                              *+      !!          .  0.   .          !
 1971.1!                            *+        !!          .  0.   .          !
 1971.2!                           *+         !!          .  0.   .          !
 1971.3!                    *      +          !!        0 .   .   .          !
 1971.4!                      *+              !!          .  0.   .          !
 1972.1!                        +     *       !!          .   .   . 0        !
 1972.2!                         *   +        !!          .0  .   .          !
 1972.3!                          +    *      !!          .   .   .0         !
 1972.4!                             +*       !!          .   .0  .          !
 1973.1!                             +*       !!          .   . 0 .          !
 1973.2!                            +*        !!          .   .0  .          !
 1973.3!                       *   +          !!          0   .   .          !
 1973.4!                      *+              !!          .  0.   .          !
 1974.1!                      +          *    !!          .   .   .     0    !
 1974.2!                            * +       !!          . 0 .   .          !
 1974.3!                       *   +          !!          0   .   .          !
 1974.4!                       *+             !!          .  0.   .          !
 1975.1!                 *     +              !!        0 .   .   .          !
 1975.2!                   *+                 !!          .  0.   .          !
 1975.3!                     +    *           !!          .   .   0          !
 1975.4!                         +*           !!          .   .0  .          !
 1976.1!                   *     +            !!        0 .   .   .          !
 1976.2!                    +   *             !!          .   .   0          !
 1976.3!                       +*             !!          .   .0  .          !
 1976.4!                     * +              !!          . 0 .   .          !
 1977.1!                      +     *         !!          .   .   . 0        !
 1977.2!                          + *         !!          .   .  0.          !
 1977.3!                          +*          !!          .   .0  .          !
 1977.4!                         +            !!          .   0   .          !
 1978.1!                       +    *         !!          .   .   0          !
 1978.2!                         +*           !!          .   .0  .          !
 1978.3!                        + *           !!          .   . 0 .          !
 1978.4!                        +*            !!          .   . 0 .          !
 1979.1!                       +         *    !!          .   .   .    0     !
 1979.2!                            +         !!          .  0.   .          !
 1979.3!                         +    *       !!          .   .   .0         !
 1979.4!                         * +          !!          . 0 .   .          !
 1980.1!                         +     *      !!          .   .   . 0        !
 1980.2!                          *  +        !!          .0  .   .          !
 1980.3!                          +*          !!          .   .0  .          !
 1980.4!                          +   *       !!          .   .   0          !
 1981.1!                    *        +        !!      0   .   .   .          !
 1981.2!                     +   *            !!          .   .  0.          !
 1981.3!                   *    +             !!          0   .   .          !
 1981.4!                   +    *             !!          .   .   0          !
 1982.1!                 *     +              !!         0.   .   .          !
 1982.2!                  +    *              !!          .   .   .0         !
 1982.3!                       +  *           !!          .   .  0.          !
 1982.4!                        +   *         !!          .   .   0          !
 1983.1!                      *   +           !!          .0  .   .          !
 1983.2!                       +*             !!          .   . 0 .          !
 1983.3!                        +     *       !!          .   .   .0         !
 1983.4!            *               +         !!0         .   .   .          !
 1984.1!             +            *           !!          .   .   .       0  !
 1984.2!                          +*          !!          .   . 0 .          !
 1984.3!                           +   *      !!          .   .  0.          !
 1984.4!             *               +        !0          .   .   .          !
 1985.1!                +      *              !!          .   .   .  0       !
 1985.2!                         + *          !!          .   .  0.          !
 1985.3!                     *     +          !!         0.   .   .          !
 1985.4!                    +  *              !!          .   .  0.          !
 1986.1!                      *+              !!          . 0 .   .          !
 1986.2!                     +       *        !!          .   .   .   0      !
 1986.3!                          +          *!!          .   .   .      0   !
 1986.4!                              +    *  !!          .   .   0          !
 1987.1!                        *    +        !!         0.   .   .          !
 1987.2!                      +               !!          .   0   .          !
 1987.3!                 *  +                 !!          0   .   .          !
 1987.4!                  +    *              !!          .   .   .0         !
 1988.1!                     +*               !!          .   .0  .          !
 1988.2!                   * +                !!          .  0.   .          !
 1988.3!               *    +                 !!          0   .   .          !
 1988.4!             *  +                     !!          0   .   .          !
 1989.1!               +    *                 !!          .   .   .0         !
 1989.2!                    +*                !!          .   .0  .          !
 1989.3!                  *  +                !!          . 0 .   .          !
 1989.4!              *    +                  !!         0.   .   .          !
 1990.1!               +     *                !!          .   .   . 0        !
 1990.2!                  *+                  !!          .  0.   .          !
 1990.3!                +  *                  !!          .   .  0.          !
 1990.4!            *     +                   !!         0.   .   .          !
 1991.1!              +*                      !!          .   .0  .          !
 1991.2!                + *                   !!          .   . 0 .          !
 1991.3!          *      +                    !!        0 .   .   .          !
 1991.4!            +*                        !!          .   . 0 .          !
 1992.1!          *   +                       !!          0   .   .          !
 1992.2!          +    *                      !!          .   .   0          !
 1992.3!              +                       !!          .   .0  .          !
 1992.4!             + *                      !!          .   . 0 .          !
 1993.1!           * +                        !!          . 0 .   .          !
 1993.2!            +   *                     !!          .   .   .0         !
 1993.3!               +                      !!          .   0   .          !
 1993.4!          *  +                        !!          .0  .   .          !
 1994.1!           +   *                      !!          .   .  0.          !
 1994.2!            +*                        !!          .   .0  .          !
 1994.3!            +    *                    !!          .   .   .0         !
 1994.4!              +   *                   !!          .   .  0.          !
 1995.1!              +   *                   !!          .   .  0.          !
 1995.2!               +   *                  !!          .   .  0.          !
 1995.3!                 +   *                !!          .   .   0          !
 1995.4!                  +*                  !!          .   .0  .          !
 1996.1!                +*                    !!          .   .0  .          !
 1996.2!              +     *                 !!          .   .   .0         !
 1996.3!               *+                     !!          .   0   .          !
 1996.4!         *   +                        !!          0   .   .          !
 1997.1!         *+                           !!          .  0.   .          !
 1997.2!         +                            !!          .   0   .          !
 1997.3!          +*                          !!          .   .0  .          !
 1997.4!           +*                         !!          .   .0  .          !
 1998.1!          +                           !!          .   0   .          !
 1998.2!         +*                           !!          .   . 0 .          !
 1998.3!       *  +                           !!          . 0 .   .          !
 1998.4!*      +                              !!        0 .   .   .          !
 1999.1*   +                                  !!          .0  .   .          !
 1999.2*+                                     !!          .  0.   .          !
 1999.3!   + *                                !!          .   .  0.          !
 1999.4!     *  +                             !!          .0  .   .          !
 2000.1!        +   *                         !!          .   .  0.          !
 2000.2!           *  +                       !!          .0  .   .          !
 2000.3!             *+                       !!          .  0.   .          !
 2000.4!           *   +                      !!          0   .   .          !
 2001.1!             + *                      !!          .   . 0 .          !
 2001.2!               * +                    !!          . 0 .   .          !
 2001.3!              *  +                    !!          .0  .   .          !
 2001.4!           *    +                     !!          0   .   .          !
 2002.1!             *+                       !!          .  0.   .          !
 2002.2!            *  +                      !!          . 0 .   .          !
 2002.3!           *   +                      !!          .0  .   .          !
 2002.4!          *   +                       !!          0   .   .          !
 2003.1!            *+                        !!          .   0   .          !
 2003.2!           *  +                       !!          .0  .   .          !
 2003.3!           *  +                       !!          . 0 .   .          !
 2003.4!         *   +                        !!          0   .   .          !
 2004.1!            +  *                      !!          .   .  0.          !
 2004.2!              * +                     !!          . 0 .   .          !
 2004.3!               +                      !!          .  0.   .          !
 2004.4!             *  +                     !!          .0  .   .          !
 2005.1!               +                      !!          .   0   .          !
 2005.2!                +                     !!          .   0   .          !
 2005.3!                *+                    !!          .  0.   .          !
 2005.4!                * +                   !!          .  0.   .          !
 2006.1!              *  +                    !!          0   .   .          !
 2006.2!              +                       !!          .   0   .          !
 2006.3!              *+                      !!          .   0   .          !
 2006.4!             *+                       !!          . 0 .   .          !
 2007.1!          *  +                        !!          .0  .   .          !
 2007.2!          +                           !!          .  0.   .          !
 2007.3!          +                           !!          .   0   .          !
 2007.4!           *+                         !!          .  0.   .          !
 2008.1!        *  +                          !!          .0  .   .          !
 2008.2!        * +                           !!          .  0.   .          !
 2008.3!          +                           !!          .   0   .          !
 2008.4!     *     +                          !!        0 .   .   .          !
 2009.1!      +*                              !!          .   .0  .          !
 2009.2!   *   +                              !!          0   .   .          !
 2009.3!     + *                              !!          .   . 0 .          !
 2009.4!       +                              !!          .  0.   .          !
 2010.1!    *  +                              !!          .0  .   .          !
 2010.2! *    +                               !!         0.   .   .          !
 2010.3!    +   *                             !!          .   .  0.          !
 2010.4!       *+                             !!          .  0.   .          !
 2011.1!        +                             !!          .   0   .          !
 2011.2!        +*                            !!          .   .0  .          !
 2011.3!        +                             !!          .   0   .          !
 2011.4!        +                             !!          .   0   .          !
 2012.1!      * +                             !!          . 0 .   .          !
 2012.2!       +                              !!          .   0   .          !
 2012.3!  *    +                              !!         0.   .   .          !
 2012.4!    +  *                              !!          .   .  0.          !


     28.72 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKID=UKPX$/IDPMM;                                                      
 GENR LAAUKID=LOG(AAUKID+.00001);                                             
 GENR LAUKID=LOG(AUKID+.00001);                                               
 LHS AAUKID=EXP(LAAUKID)-.00001;                                              
  EQ 1606 LAAUKID C LAUKID(-1) PUKID;                                         
EQUATION 1092  LAAUKID  
   RHS     C  LAUKID(-1)  PUKID  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1092 PLOT=0;END;                                                     

Equation number = 1092
**********************

Dependent variable = LAAUKID 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.586483647

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.087626178       0.067934405  -1.28986     1.000000
13685 LAUKID  ( -1)       0.962010875       0.026970301  35.66927    -2.575513
13683 PUKID   (  0)      -0.017341234       0.059596191  -0.29098     1.221734

SE of equation            =     0.179959588
Sum of squared residuals  =  5.99130889       0.276001444E-11
Average absolute error    =     0.142115592
Sum of ABS residuals      =  26.7177314    
R squared                 =   0.91026
Durbin-Watson statistic   =   2.82562
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                            * +       !!         . 0  .    .         !
 1966.2!                            + *       !!         .    .  0 .         !
 1966.3!                           * +        !!         .0   .    .         !
 1966.4!                           +  *       !!         .    .    .0        !
 1967.1!                            * +       !!         . 0  .    .         !
 1967.2!                            +*        !!         .    .0   .         !
 1967.3!                            +*        !!         .    .0   .         !
 1967.4!                        *   +         !!      0  .    .    .         !
 1968.1!                        +*            !!         .    .  0 .         !
 1968.2!                         +  *         !!         .    .    .0        !
 1968.3!                        *   +         !!       0 .    .    .         !
 1968.4!                        +     *       !!         .    .    .     0   !
 1969.1!                              +*      !!         .    . 0  .         !
 1969.2!                              +       !!         .   0.    .         !
 1969.3!                             +*       !!         .    .0   .         !
 1969.4!                             + *      !!         .    .  0 .         !
 1970.1!                            * +       !!         0    .    .         !
 1970.2!                           +   *      !!         .    .    .  0      !
 1970.3!                            *  +      !!         0    .    .         !
 1970.4!                            +   *     !!         .    .    . 0       !
 1971.1!                                + *   !!         .    .    0         !
 1971.2!                                 *+   !!         .   0.    .         !
 1971.3!                                 +   *!!         .    .    .  0      !
 1971.4!                                    + *!         .    . 0  .         !
 1972.1!                                     +!!         .    0    .         !
 1972.2!                                    + *!         .    .  0 .         !
 1972.3!                                    *+!!         . 0  .    .         !
 1972.4!                                   +  *!         .    .    0         !
 1973.1!                                  *  +!!        0.    .    .         !
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 1973.3!                                +     !!         .    .0   .         !
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 1975.2!                        *+            !!         .  0 .    .         !
 1975.3!                        +   *         !!         .    .    . 0       !
 1975.4!                          *+          !!         .  0 .    .         !
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 1977.4!                            + *       !!         .    . 0  .         !
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 1978.3!                          +   *       !!         .    .    . 0       !
 1978.4!                             + *      !!         .    .  0 .         !
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 1979.2!                            +     *   !!         .    .    .      0  !
 1979.3!                                * +   !!         . 0  .    .         !
 1979.4!                                +*    !!         .    .  0 .         !
 1980.1!                               * +    !!         . 0  .    .         !
 1980.2!                              + *     !!         .    .  0 .         !
 1980.3!                               +      !!         .   0.    .         !
 1980.4!                            * +       !!         . 0  .    .         !
 1981.1!                        *   +         !!       0 .    .    .         !
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 1981.4!                        +*            !!         .    . 0  .         !
 1982.1!                        +*            !!         .    .0   .         !
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 1982.3!                         *+           !!         .  0 .    .         !
 1982.4!                         +*           !!         .    .  0 .         !
 1983.1!                          +           !!         .    0    .         !
 1983.2!                         +            !!         .   0.    .         !
 1983.3!                         +    *       !!         .    .    .   0     !
 1983.4!                     *       +        !0         .    .    .         !
 1984.1!                     +  *             !!         .    .    .0        !
 1984.2!                        +*            !!         .    . 0  .         !
 1984.3!                       * +            !!         .0   .    .         !
 1984.4!                   *  +               !!       0 .    .    .         !
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 1985.2!                        +*            !!         .    .0   .         !
 1985.3!                    *   +             !!       0 .    .    .         !
 1985.4!                    +    *            !!         .    .    .  0      !
 1986.1!                        +             !!         .   0.    .         !
 1986.2!                        +  *          !!         .    .    0         !
 1986.3!                         *+           !!         .   0.    .         !
 1986.4!                         +            !!         .   0.    .         !
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 1987.2!                         * +          !!         .0   .    .         !
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 1987.4!                         *   +        !!       0 .    .    .         !
 1988.1!                         +*           !!         .    .  0 .         !
 1988.2!                         *+           !!         .   0.    .         !
 1988.3!                        *+            !!         .  0 .    .         !
 1988.4!                        +             !!         .    0    .         !
 1989.1!                       +  *           !!         .    .    0         !
 1989.2!                         +  *         !!         .    .    0         !
 1989.3!                       *    +         !!      0  .    .    .         !
 1989.4!                       +     *        !!         .    .    .      0  !
 1990.1!                          *  +        !!         0    .    .         !
 1990.2!                         *+           !!         .  0 .    .         !
 1990.3!                         +            !!         .    .0   .         !
 1990.4!                         +            !!         .    .0   .         !
 1991.1!                       * +            !!         . 0  .    .         !
 1991.2!                      *+              !!         .   0.    .         !
 1991.3!                      +  *            !!         .    .    0         !
 1991.4!                        +*            !!         .    .0   .         !
 1992.1!                   *     +            !!    0    .    .    .         !
 1992.2!                   + *                !!         .    .   0.         !
 1992.3!                    *+                !!         .  0 .    .         !
 1992.4!                 *  +                 !!         0    .    .         !
 1993.1!                 + *                  !!         .    .   0.         !
 1993.2!                   +*                 !!         .    .  0 .         !
 1993.3!                   *+                 !!         .  0 .    .         !
 1993.4!             *     +                  !!   0     .    .    .         !
 1994.1!             +     *                  !!         .    .    .     0   !
 1994.2!                 * +                  !!         . 0  .    .         !
 1994.3!                 +*                   !!         .    .  0 .         !
 1994.4!                * +                   !!         .0   .    .         !
 1995.1!                +*                    !!         .    .  0 .         !
 1995.2!                 +   *                !!         .    .    . 0       !
 1995.3!                   * +                !!         .0   .    .         !
 1995.4!                  +  *                !!         .    .   0.         !
 1996.1!                 *   +                !!        0.    .    .         !
 1996.2!                 +                    !!         .    0    .         !
 1996.3!                 +*                   !!         .    .0   .         !
 1996.4!                *+                    !!         .  0 .    .         !
 1997.1!               *+                     !!         .  0 .    .         !
 1997.2!              *+                      !!         . 0  .    .         !
 1997.3!              +  *                    !!         .    .    .0        !
 1997.4!              *  +                    !!        0.    .    .         !
 1998.1!           *  +                       !!        0.    .    .         !
 1998.2!           +*                         !!         .    .  0 .         !
 1998.3!          * +                         !!         .0   .    .         !
 1998.4!          +                           !!         .    0    .         !
 1999.1!          +                           !!         .   0.    .         !
 1999.2!          +                           !!         .    .0   .         !
 1999.3!           +  *                       !!         .    .    .0        !
 1999.4!             *+                       !!         .  0 .    .         !
 2000.1!             +     *                  !!         .    .    .    0    !
 2000.2!                  + *                 !!         .    .  0 .         !
 2000.3!                    +  *              !!         .    .    0         !
 2000.4!                  *   +               !!       0 .    .    .         !
 2001.1!                  +   *               !!         .    .    .0        !
 2001.2!                     *+               !!         .   0.    .         !
 2001.3!                 *   +                !!      0  .    .    .         !
 2001.4!                 + *                  !!         .    .  0 .         !
 2002.1!                   +                  !!         .    0    .         !
 2002.2!                   +*                 !!         .    . 0  .         !
 2002.3!                *   +                 !!       0 .    .    .         !
 2002.4!                +*                    !!         .    .  0 .         !
 2003.1!                 +*                   !!         .    .0   .         !
 2003.2!                  + *                 !!         .    .    0         !
 2003.3!                   *+                 !!         .  0 .    .         !
 2003.4!                   +                  !!         .    0    .         !
 2004.1!                  *+                  !!         .  0 .    .         !
 2004.2!              *   +                   !!       0 .    .    .         !
 2004.3!              + *                     !!         .    .  0 .         !
 2004.4!                +*                    !!         .    . 0  .         !
 2005.1!                 +*                   !!         .    .0   .         !
 2005.2!             *    +                   !!      0  .    .    .         !
 2005.3!              + *                     !!         .    .    0         !
 2005.4!                +*                    !!         .    . 0  .         !
 2006.1!           *     +                    !!  0      .    .    .         !
 2006.2!          *+                          !!         .  0 .    .         !
 2006.3!       *  +                           !!         0    .    .         !
 2006.4!        + *                           !!         .    .   0.         !
 2007.1!     *    +                           !!     0   .    .    .         !
 2007.2!     +*                               !!         .    .0   .         !
 2007.3!     *+                               !!         .  0 .    .         !
 2007.4!      +                               !!         .    .0   .         !
 2008.1!     * +                              !!         . 0  .    .         !
 2008.2!     +*                               !!         .    . 0  .         !
 2008.3!      *+                              !!         .   0.    .         !
 2008.4!       +  *                           !!         .    .    0         !
 2009.1!  *       +                           !0         .    .    .         !
 2009.2!  + *                                 !!         .    .   0.         !
 2009.3!  *  +                                !!         .0   .    .         !
 2009.4!*  +                                  !!         0    .    .         !
 2010.1! +  *                                 !!         .    .    .0        !
 2010.2!*    +                                !!      0  .    .    .         !
 2010.3! +                                    !!         .    0    .         !
 2010.4! *+                                   !!         .   0.    .         !
 2011.1!  +  *                                !!         .    .    .0        !
 2011.2!     *+                               !!         .   0.    .         !
 2011.3!  *   +                               !!        0.    .    .         !
 2011.4!   + *                                !!         .    .   0.         !
 2012.1!    * +                               !!         .0   .    .         !
 2012.2!*   +                                 !!       0 .    .    .         !
 2012.3! +                                    !!         .   0.    .         !
 2012.4* +                                    !!         .0   .    .         !


     30.85 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ  1607 LAAFIID C LAFIID(-1) PFIID;SMPL 1977.4 2012.4;OLS;EST 1607 PLOT=0;EN
@EQ  1608 LAAASID C LAASID(-1) PASID;SMPL 1966.1 2012.4;OLS;EST 1608 PLOT=0;EN
@@EQ 1609 LAASOID C LASOID(-1) PSOID;SMPL 1991.3 2012.4;OLS;EST 1609 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOID=KOPX$/IDPMM;                                                      
 GENR LAAKOID=LOG(AAKOID+.00001);                                             
 GENR LAKOID=LOG(AKOID+.00001);                                               
 LHS AAKOID=EXP(LAAKOID)-.00001;                                              
  EQ 1610 LAAKOID C LAKOID(-1) PKOID;                                         
EQUATION 1093  LAAKOID  
   RHS     C  LAKOID(-1)  PKOID  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST 1093 PLOT=0;END;                                                     

Equation number = 1093
**********************

Dependent variable = LAAKOID 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -4.383828358

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.218363605       0.162167041  -1.34654     1.000000
13688 LAKOID  ( -1)       0.891818247       0.034298914  26.00135    -4.401881
13686 PKOID   (  0)      -0.126611582       0.089181680  -1.41970     1.893878

SE of equation            =     0.522679680
Sum of squared residuals  =  47.8089583      -0.218047802E-12
Average absolute error    =     0.355505392
Sum of ABS residuals      =  63.2799598    
R squared                 =   0.84890
Durbin-Watson statistic   =   2.70568
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3!         *+                           !!         .    0    .         !
 1968.4!          +         *                 !!         .    .    .       0 !
 1969.1!                 *  +                 !!         .0   .    .         !
 1969.2!           *     +                    !!      0  .    .    .         !
 1969.3!            +   *                     !!         .    .    0         !
 1969.4!                +*                    !!         .    0    .         !
 1970.1!          *      +                    !!      0  .    .    .         !
 1970.2!           *+                         !!         .   0.    .         !
 1970.3!     *      +                         !!     0   .    .    .         !
 1970.4!    *  +                              !!         . 0  .    .         !
 1971.1!    * +                               !!         . 0  .    .         !
 1971.2!   * +                                !!         . 0  .    .         !
 1971.3!     +       *                        !!         .    .    .    0    !
 1971.4!             *+                       !!         .   0.    .         !
 1972.1!    *         +                       !! 0       .    .    .         !
 1972.2!    * +                               !!         .  0 .    .         !
 1972.3!     *+                               !!         .  0 .    .         !
 1972.4!      +  *                            !!         .    .   0.         !
 1973.1*           +                          !0         .    .    .         !
 1973.2!*+                                    !!         .  0 .    .         !
 1973.3!* +                                   !!         . 0  .    .         !
 1973.4*  +                                   !!         . 0  .    .         !
 1974.1! + *                                  !!         .    . 0  .         !
 1974.2!  *  +                                !!         . 0  .    .         !
 1974.3!  *  +                                !!         . 0  .    .         !
 1974.4!    *+                                !!         .  0 .    .         !
 1975.1!   *  +                               !!         .0   .    .         !
 1975.2!    * +                               !!         .  0 .    .         !
 1975.3!     * +                              !!         .  0 .    .         !
 1975.4!      *+                              !!         .   0.    .         !
 1976.1!     *  +                             !!         .0   .    .         !
 1976.2! *     +                              !!      0  .    .    .         !
 1976.3!   +          *                       !!         .    .    .        0!
 1976.4!    *          +                      !!0        .    .    .         !
 1977.1!     *+                               !!         .   0.    .         !
 1977.2!*      +                              !!     0   .    .    .         !
 1977.3!  +     *                             !!         .    .    . 0       !
 1977.4!         +         *                  !!         .    .    .      0  !
 1978.1!                   *+                 !!         .   0.    .         !
 1978.2!                *   +                 !!         0    .    .         !
 1978.3!                 +*                   !!         .    .0   .         !
 1978.4!                   +  *               !!         .    .   0.         !
 1979.1!            *         +               !! 0       .    .    .         !
 1979.2!              +*                      !!         .    . 0  .         !
 1979.3!                 + *                  !!         .    .  0 .         !
 1979.4!                   +     *            !!         .    .    . 0       !
 1980.1!                        *+            !!         .   0.    .         !
 1980.2!                        +*            !!         .    0    .         !
 1980.3!                    *    +            !!       0 .    .    .         !
 1980.4!                     +     *          !!         .    .    .   0     !
 1981.1!                       *   +          !!        0.    .    .         !
 1981.2!                       +*             !!         .    .0   .         !
 1981.3!                    *  +              !!         .0   .    .         !
 1981.4!                    + *               !!         .    . 0  .         !
 1982.1!                      +               !!         .    .0   .         !
 1982.2!                      +   *           !!         .    .    0         !
 1982.3!                      *   +           !!         0    .    .         !
 1982.4!                      +      *        !!         .    .    .   0     !
 1983.1!                            +*        !!         .    .0   .         !
 1983.2!                            *+        !!         .   0.    .         !
 1983.3!                           +      *   !!         .    .    .   0     !
 1983.4!                         *       +    !!    0    .    .    .         !
 1984.1!                        +         *   !!         .    .    .       0 !
 1984.2!                                 +    !!         .   0.    .         !
 1984.3!                             *  +     !!         .0   .    .         !
 1984.4!                             +     *  !!         .    .    .  0      !
 1985.1!                       *         +    !! 0       .    .    .         !
 1985.2!                       +     *        !!         .    .    .  0      !
 1985.3!                       *     +        !!      0  .    .    .         !
 1985.4!                       +        *     !!         .    .    .      0  !
 1986.1!                        *      +      !!      0  .    .    .         !
 1986.2!                        +    *        !!         .    .    .0        !
 1986.3!                            *+        !!         .   0.    .         !
 1986.4!                            +  *      !!         .    .   0.         !
 1987.1!                         *     +      !!       0 .    .    .         !
 1987.2!                     *   +            !!        0.    .    .         !
 1987.3!                     + *              !!         .    . 0  .         !
 1987.4!                       +     *        !!         .    .    . 0       !
 1988.1!                        *   +         !!         0    .    .         !
 1988.2!                        +*            !!         .    .0   .         !
 1988.3!                     *  +             !!         0    .    .         !
 1988.4!                     +   *            !!         .    .    .0        !
 1989.1!                       * +            !!         . 0  .    .         !
 1989.2!                     *+               !!         .  0 .    .         !
 1989.3!                     +  *             !!         .    .   0.         !
 1989.4!                       *+             !!         .   0.    .         !
 1990.1!                       + *            !!         .    . 0  .         !
 1990.2!                     *  +             !!         .0   .    .         !
 1990.3!                     + *              !!         .    . 0  .         !
 1990.4!                       +              !!         .   0.    .         !
 1991.1!                      *+              !!         .   0.    .         !
 1991.2!                      +   *           !!         .    .    .0        !
 1991.3!                        *+            !!         .  0 .    .         !
 1991.4!                        +*            !!         .    . 0  .         !
 1992.1!                      *  +            !!         . 0  .    .         !
 1992.2!                      + *             !!         .    . 0  .         !
 1992.3!                       +*             !!         .    0    .         !
 1992.4!                      *+              !!         .  0 .    .         !
 1993.1!                     +        *       !!         .    .    .     0   !
 1993.2!                        *    +        !!       0 .    .    .         !
 1993.3!                       +   *          !!         .    .    0         !
 1993.4!                          +           *!         .    .    .         0
 1994.1!                                *   + !!        0.    .    .         !
 1994.2!                          *   +       !!        0.    .    .         !
 1994.3!                         +            !!         .    0    .         !
 1994.4!                         +*           !!         .    . 0  .         !
 1995.1!                          +           !!         .    .0   .         !
 1995.2!                        * +           !!         .  0 .    .         !
 1995.3!                        +  *          !!         .    .   0.         !
 1995.4!                           +          !!         .    0    .         !
 1996.1!                          +           !!         .   0.    .         !
 1996.2!                         +            !!         .    0    .         !
 1996.3!                         +            !!         .    0    .         !
 1996.4!                        +   *         !!         .    .    0         !
 1997.1!                           +          !!         .    0    .         !
 1997.2!                         *+           !!         .   0.    .         !
 1997.3!                        *+            !!         .   0.    .         !
 1997.4!                         +   *        !!         .    .    0         !
 1998.1!                             +    *   !!         .    .    .0        !
 1998.2!                                 +    !!         .    0    .         !
 1998.3!                               *+     !!         .  0 .    .         !
 1998.4!                              +*      !!         .    .0   .         !
 1999.1!                         *    +       !!       0 .    .    .         !
 1999.2!                        +  *          !!         .    .  0 .         !
 1999.3!                          +*          !!         .    .0   .         !
 1999.4!                          + *         !!         .    .  0 .         !
 2000.1!                           *+         !!         .   0.    .         !
 2000.2!                           +*         !!         .    .0   .         !
 2000.3!                            +         !!         .    .0   .         !
 2000.4!                            +*        !!         .    .0   .         !
 2001.1!                             + *      !!         .    .  0 .         !
 2001.2!                               +      !!         .    0    .         !
 2001.3!                              *+      !!         .    0    .         !
 2001.4!                              +*      !!         .    0    .         !
 2002.1!                              +       !!         .   0.    .         !
 2002.2!                              +       !!         .    0    .         !
 2002.3!                              +       !!         .    0    .         !
 2002.4!                              +       !!         .    .0   .         !
 2003.1!                              +   *   !!         .    .   0.         !
 2003.2!                                 +*   !!         .    .0   .         !
 2003.3!                                 +*   !!         .    0    .         !
 2003.4!                                 +*   !!         .    .0   .         !
 2004.1!                                  +   !!         .    .0   .         !
 2004.2!                                  +   !!         .    0    .         !
 2004.3!                                 *+   !!         .   0.    .         !
 2004.4!                                 +    !!         .    .0   .         !
 2005.1!                                 +*   !!         .    .0   .         !
 2005.2!                                  +   !!         .    0    .         !
 2005.3!                                  +   !!         .    0    .         !
 2005.4!                                 + *  !!         .    .0   .         !
 2006.1!                                 *+   !!         .  0 .    .         !
 2006.2!                                 +    !!         .    .0   .         !
 2006.3!                                 +    !!         .   0.    .         !
 2006.4!                                +     !!         .    0    .         !
 2007.1!                                +     !!         .   0.    .         !
 2007.2!                                +     !!         .    0    .         !
 2007.3!                               *+     !!         .   0.    .         !
 2007.4!                               +*     !!         .    .0   .         !
 2008.1!                                +     !!         .   0.    .         !
 2008.2!                               +*     !!         .    .0   .         !
 2008.3!                                +*    !!         .    . 0  .         !
 2008.4!                                 +*   !!         .    . 0  .         !
 2009.1!                                 *+   !!         .  0 .    .         !
 2009.2!                                 +    !!         .    .0   .         !
 2009.3!                                 +    !!         .    0    .         !
 2009.4!                                 +*   !!         .    . 0  .         !
 2010.1!                                 *+   !!         .   0.    .         !
 2010.2!                                 +*   !!         .    .0   .         !
 2010.3!                                 +*   !!         .    .0   .         !
 2010.4!                                  +*  !!         .    .0   .         !
 2011.1!                                  +*  !!         .    0    .         !
 2011.2!                                 *+   !!         .  0 .    .         !
 2011.3!                                 +*   !!         .    . 0  .         !
 2011.4!                                  +   !!         .    0    .         !
 2012.1!                                  +   !!         .    0    .         !
 2012.2!                                  +   !!         .    .0   .         !
 2012.3!                                  +   !!         .    0    .         !
 2012.4!                                 *+   !!         .   0.    .         !


     25.28 percent of the residuals exceed 1 SE
      7.87 percent of the residuals exceed 2 SE
@EQ  1611 LAABEID C LABEID(-1) PBEID;SMPL 1966.1 2012.4;OLS;EST 1611 PLOT=0;EN
@EQ  1612 LAADEID C LADEID(-1) PDEID;SMPL 1966.1 2012.4;OLS;EST 1612 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOID=NOPX$Q/IDPMM;                                                     
 GENR LAANOID=LOG(AANOID+.00001);                                             
 GENR LANOID=LOG(ANOID+.00001);                                               
 LHS AANOID=EXP(LAANOID)-.00001;                                              
  EQ 1613 LAANOID C LANOID(-1) PNOID;                                         
EQUATION 1094  LAANOID  
   RHS     C  LANOID(-1)  PNOID  
 SMPL 1974.1 2012.4;                                                          
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
 OLS;EST 1094 PLOT=0;END;                                                     

Equation number = 1094
**********************

Dependent variable = LAANOID 

 1974.1 -   2012.4,    0 missing obs.,  156 obs. used.

Mean of dependent variable       -6.023113546

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.678552783       0.407341546  -6.57569     1.000000
13691 LANOID  ( -1)       0.494161126       0.071867725   6.87598    -6.007507
13689 PNOID   (  0)      -0.344185875       0.151899662  -2.26588     1.092097

SE of equation            =     0.571331805
Sum of squared residuals  =  49.9422648       0.680699941E-11
Average absolute error    =     0.423678864
Sum of ABS residuals      =  66.0939028    
R squared                 =   0.32039
Durbin-Watson statistic   =   2.08206
SMPL and No. Obs.         = 1974.1   2012.4    156

Plot of actual(*) and fitted(+) values and residuals(0)


 1974.1!                 +                    *!          .   .   .          0
 1974.2!                          + *         !!          .   . 0 .          !
 1974.3!       *             +                !!    0     .   .   .          !
 1974.4!          +              *            !!          .   .   .      0   !
 1975.1!              *    +                  !!          0   .   .          !
 1975.2!     *        +                       !!        0 .   .   .          !
 1975.3!         +  *                         !!          .   . 0 .          !
 1975.4!             +                        !!          .   0   .          !
 1976.1!              +          *            !!          .   .   .   0      !
 1976.2!              *    +                  !!          0   .   .          !
 1976.3!     *       +                        !!        0 .   .   .          !
 1976.4!         + *                          !!          .   .0  .          !
 1977.1!            +      *                  !!          .   .   .0         !
 1977.2!                +     *               !!          .   .   0          !
 1977.3!                  +       *           !!          .   .   . 0        !
 1977.4!                    +                 !!          .   0   .          !
 1978.1!             *   +                    !!          . 0 .   .          !
 1978.2!         *    +                       !!          .0  .   .          !
 1978.3!            +         *               !!          .   .   .  0       !
 1978.4!                  +    *              !!          .   .   0          !
 1979.1!                   +   *              !!          .   .  0.          !
 1979.2!               *   +                  !!          .0  .   .          !
 1979.3!              + *                     !!          .   .0  .          !
 1979.4!               +     *                !!          .   .   0          !
 1980.1!                 +*                   !!          .   .0  .          !
 1980.2!                +*                    !!          .   .0  .          !
 1980.3!               +        *             !!          .   .   . 0        !
 1980.4!                   + *                !!          .   . 0 .          !
 1981.1!                 + *                  !!          .   .0  .          !
 1981.2!               +   *                  !!          .   .  0.          !
 1981.3!               + *                    !!          .   . 0 .          !
 1981.4!              +*                      !!          .   .0  .          !
 1982.1!            *+                        !!          .  0.   .          !
 1982.2!            +    *                    !!          .   .   0          !
 1982.3!            * +                       !!          . 0 .   .          !
 1982.4!            +                 *       !!          .   .   .        0 !
 1983.1!                     +                !!          .   0   .          !
 1983.2!              *  +                    !!          .0  .   .          !
 1983.3!             +  *                     !!          .   . 0 .          !
 1983.4!             * +                      !!          .  0.   .          !
 1984.1!           +     *                    !!          .   .   0          !
 1984.2!               +     *                !!          .   .   0          !
 1984.3!                 + *                  !!          .   . 0 .          !
 1984.4!                +                     !!          .   0   .          !
 1985.1!             +         *              !!          .   .   .  0       !
 1985.2!                  + *                 !!          .   . 0 .          !
 1985.3!            *    +                    !!          0   .   .          !
 1985.4!           +     *                    !!          .   .   0          !
 1986.1!             * +                      !!          .  0.   .          !
 1986.2!             *+                       !!          .  0.   .          !
 1986.3!              +   *                   !!          .   .  0.          !
 1986.4!                +      *              !!          .   .   .0         !
 1987.1!                   +*                 !!          .   .0  .          !
 1987.2!                 + *                  !!          .   .0  .          !
 1987.3!               * +                    !!          .  0.   .          !
 1987.4!               +   *                  !!          .   .  0.          !
 1988.1!                 +  *                 !!          .   .  0.          !
 1988.2!                 + *                  !!          .   .0  .          !
 1988.3!               * +                    !!          .  0.   .          !
 1988.4!               +                      !!          .   0   .          !
 1989.1!            *  +                      !!          . 0 .   .          !
 1989.2!             +      *                 !!          .   .   .0         !
 1989.3!          *      +                    !!         0.   .   .          !
 1989.4!           *+                         !!          .  0.   .          !
 1990.1!    *       +                         !!        0 .   .   .          !
 1990.2!         +                            !!          .   0   .          !
 1990.3!         * +                          !!          . 0 .   .          !
 1990.4!        *  +                          !!          . 0 .   .          !
 1991.1!        *  +                          !!          . 0 .   .          !
 1991.2!         * +                          !!          .  0.   .          !
 1991.3!         *  +                         !!          . 0 .   .          !
 1991.4! *         +                          !!      0   .   .   .          !
 1992.1!       + *                            !!          .   .0  .          !
 1992.2!           +          *               !!          .   .   .   0      !
 1992.3!            *     +                   !!          0   .   .          !
 1992.4!             +    *                   !!          .   .   0          !
 1993.1!       *        +                     !!        0 .   .   .          !
 1993.2!       *  +                           !!          . 0 .   .          !
 1993.3!           +                          !!          .   0   .          !
 1993.4!            +*                        !!          .   0   .          !
 1994.1!          *   +                       !!          .0  .   .          !
 1994.2!         *  +                         !!          . 0 .   .          !
 1994.3!            +                         !!          .   0   .          !
 1994.4!            *+                        !!          .  0.   .          !
 1995.1!             +                        !!          .   0   .          !
 1995.2!         *    +                       !!          .0  .   .          !
 1995.3!         *  +                         !!          . 0 .   .          !
 1995.4!          * +                         !!          . 0 .   .          !
 1996.1!           *+                         !!          .   0   .          !
 1996.2!         *  +                         !!          . 0 .   .          !
 1996.3!           +   *                      !!          .   . 0 .          !
 1996.4!          *   +                       !!          . 0 .   .          !
 1997.1!           *+                         !!          .  0.   .          !
 1997.2!            + *                       !!          .   . 0 .          !
 1997.3!             *+                       !!          .   0   .          !
 1997.4!             +*                       !!          .   0   .          !
 1998.1!            * +                       !!          .  0.   .          !
 1998.2!      *      +                        !!          0   .   .          !
 1998.3!         *+                           !!          .  0.   .          !
 1998.4!           +  *                       !!          .   . 0 .          !
 1999.1!         *    +                       !!          0   .   .          !
 1999.2!      *    +                          !!          .0  .   .          !
 1999.3!    *    +                            !!          0   .   .          !
 1999.4!       * +                            !!          .  0.   .          !
 2000.1!          +                           !!          .   0   .          !
 2000.2!         *  +                         !!          . 0 .   .          !
 2000.3!        *  +                          !!          . 0 .   .          !
 2000.4!        *  +                          !!          . 0 .   .          !
 2001.1!     *     +                          !!          0   .   .          !
 2001.2!          +                           !!          .   0   .          !
 2001.3!          * +                         !!          .  0.   .          !
 2001.4!            +                         !!          .   0   .          !
 2002.1!             +  *                     !!          .   . 0 .          !
 2002.2!               +                      !!          .   0   .          !
 2002.3!       *      +                       !!         0.   .   .          !
 2002.4!      *   +                           !!          .0  .   .          !
 2003.1!       *  +                           !!          . 0 .   .          !
 2003.2!        * +                           !!          . 0 .   .          !
 2003.3!       *   +                          !!          .0  .   .          !
 2003.4!          +  *                        !!          .   . 0 .          !
 2004.1!             +    *                   !!          .   .  0.          !
 2004.2!         *      +                     !!         0.   .   .          !
 2004.3!        *  +                          !!          . 0 .   .          !
 2004.4!         * +                          !!          .  0.   .          !
 2005.1!           +  *                       !!          .   .  0.          !
 2005.2!       *      +                       !!          0   .   .          !
 2005.3!          + *                         !!          .   . 0 .          !
 2005.4!            +                         !!          .   0   .          !
 2006.1!      *     +                         !!          0   .   .          !
 2006.2!        + *                           !!          .   .0  .          !
 2006.3!        * +                           !!          .  0.   .          !
 2006.4!         +       *                    !!          .   .   . 0        !
 2007.1!     *        +                       !!        0 .   .   .          !
 2007.2!       +      *                       !!          .   .   .0         !
 2007.3!      *     +                         !!          0   .   .          !
 2007.4!       +          *                   !!          .   .   .  0       !
 2008.1!          *  +                        !!          . 0 .   .          !
 2008.2!        +*                            !!          .   0   .          !
 2008.3!        +                             !!          .   0   .          !
 2008.4!         +                            !!          .   0   .          !
 2009.1!          +     *                     !!          .   .   .0         !
 2009.2!             +*                       !!          .   .0  .          !
 2009.3!        *   +                         !!          .0  .   .          !
 2009.4!         +*                           !!          .   .0  .          !
 2010.1!     *    +                           !!          .0  .   .          !
 2010.2!     *  +                             !!          . 0 .   .          !
 2010.3!       + *                            !!          .   .0  .          !
 2010.4!        *+                            !!          .  0.   .          !
 2011.1!      * +                             !!          . 0 .   .          !
 2011.2!   *   +                              !!          .0  .   .          !
 2011.3!     + *                              !!          .   . 0 .          !
 2011.4!  *     +                             !!          0   .   .          !
 2012.1!     + *                              !!          .   . 0 .          !
 2012.2!  *     +                             !!          0   .   .          !
 2012.3!*    +                                !!          0   .   .          !
 2012.4*    +                                 !!          .0  .   .          !


     26.28 percent of the residuals exceed 1 SE
      4.49 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWID=SWPX$Q/IDPMM;                                                     
 GENR LAASWID=LOG(AASWID+.00001);                                             
 GENR LASWID=LOG(ASWID+.00001);                                               
 LHS AASWID=EXP(LAASWID)-.00001;                                              
  EQ 1614 LAASWID C LASWID(-1) PSWID;                                         
EQUATION 1095  LAASWID  
   RHS     C  LASWID(-1)  PSWID  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1095 PLOT=0;END;                                                     

Equation number = 1095
**********************

Dependent variable = LAASWID 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.642550973

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.124896594       0.243901759  -4.61209     1.000000
13694 LASWID  ( -1)       0.673074073       0.055662270  12.09211    -4.640740
13692 PSWID   (  0)      -0.285698932       0.127677101  -2.23767     1.379398

SE of equation            =     0.356988720
Sum of squared residuals  =  23.5765750       0.123083765E-10
Average absolute error    =     0.261148152
Sum of ABS residuals      =  49.0958526    
R squared                 =   0.53572
Durbin-Watson statistic   =   2.49546
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!           +   *                      !!          .   .  0.          !
 1966.2!            *   +                     !!          . 0 .   .          !
 1966.3!              +                       !!          .   0   .          !
 1966.4!              *+                      !!          .  0.   .          !
 1967.1!               +                      !!          .   0   .          !
 1967.2!                + *                   !!          .   . 0 .          !
 1967.3!               *  +                   !!          . 0 .   .          !
 1967.4!                +*                    !!          .   0   .          !
 1968.1!               * +                    !!          .  0.   .          !
 1968.2!                +*                    !!          .   .0  .          !
 1968.3!                 +  *                 !!          .   . 0 .          !
 1968.4!                   +   *              !!          .   .  0.          !
 1969.1!             *       +                !!         0.   .   .          !
 1969.2!               + *                    !!          .   .0  .          !
 1969.3!                  +                   !!          .   0   .          !
 1969.4!                  *+                  !!          .   0   .          !
 1970.1!           *      +                   !!         0.   .   .          !
 1970.2!        *     +                       !!          0   .   .          !
 1970.3!           +     *                    !!          .   .   0          !
 1970.4!             *   +                    !!          .0  .   .          !
 1971.1!               +        *             !!          .   .   . 0        !
 1971.2!                    * +               !!          . 0 .   .          !
 1971.3!                    +*                !!          .   .0  .          !
 1971.4!               *    +                 !!          .0  .   .          !
 1972.1!                +      *              !!          .   .   0          !
 1972.2!                     +       *        !!          .   .   .0         !
 1972.3!                         +           *!!          .   .   .  0       !
 1972.4!                        *      +      !!          0   .   .          !
 1973.1!                      +*              !!          .   .0  .          !
 1973.2!                     +              * !!          .   .   .     0    !
 1973.3!                *             +       !!     0    .   .   .          !
 1973.4!            *   +                     !!          . 0 .   .          !
 1974.1!            +      *                  !!          .   .   0          !
 1974.2!         *        +                   !!        0 .   .   .          !
 1974.3!        *  +                          !!          . 0 .   .          !
 1974.4!           +      *                   !!          .   .   .0         !
 1975.1!                 +                    !!          .   0   .          !
 1975.2!                +  *                  !!          .   . 0 .          !
 1975.3!                  +                   !!          .   0   .          !
 1975.4!                  +                   !!          .   .0  .          !
 1976.1!               *  +                   !!          . 0 .   .          !
 1976.2!               +                 *    !!          .   .   .       0  !
 1976.3!             *             +          !!     0    .   .   .          !
 1976.4!            +                     *   !!          .   .   .         0!
 1977.1!                *          +          !!       0  .   .   .          !
 1977.2!           *   +                      !!          .0  .   .          !
 1977.3!             +       *                !!          .   .   .0         !
 1977.4!              *     +                 !!          0   .   .          !
 1978.1!               +                      *!          .   .   .          0
 1978.2!                                +  *  !!          .   . 0 .          !
 1978.3!                          *  +        !!          . 0 .   .          !
 1978.4!                     * +              !!          . 0 .   .          !
 1979.1!                    +  *              !!          .   . 0 .          !
 1979.2!                *     +               !!          .0  .   .          !
 1979.3!                 +       *            !!          .   .   .0         !
 1979.4!                  *    +              !!          .0  .   .          !
 1980.1!                  + *                 !!          .   .0  .          !
 1980.2!            *       +                 !!         0.   .   .          !
 1980.3!               +          *           !!          .   .   .   0      !
 1980.4!                 *      +             !!         0.   .   .          !
 1981.1!             *    +                   !!          0   .   .          !
 1981.2!            *+                        !!          .  0.   .          !
 1981.3!              +   *                   !!          .   .  0.          !
 1981.4!                 +                    !!          .   0   .          !
 1982.1!        *        +                    !!        0 .   .   .          !
 1982.2!        * +                           !!          .  0.   .          !
 1982.3!           +     *                    !!          .   .   0          !
 1982.4!              *  +                    !!          . 0 .   .          !
 1983.1!             *  +                     !!          . 0 .   .          !
 1983.2!             *  +                     !!          . 0 .   .          !
 1983.3!               +                      !!          .   0   .          !
 1983.4!         *       +                    !!         0.   .   .          !
 1984.1!          +        *                  !!          .   .   . 0        !
 1984.2!                *   +                 !!          .0  .   .          !
 1984.3!               * +                    !!          .  0.   .          !
 1984.4!            *    +                    !!          .0  .   .          !
 1985.1!             + *                      !!          .   .0  .          !
 1985.2!                 +*                   !!          .   .0  .          !
 1985.3!             *     +                  !!          0   .   .          !
 1985.4!              +*                      !!          .   .0  .          !
 1986.1!             *   +                    !!          .0  .   .          !
 1986.2!              +        *              !!          .   .   . 0        !
 1986.3!                     +       *        !!          .   .   .0         !
 1986.4!                         +*           !!          .   0   .          !
 1987.1!                       + *            !!          .   .0  .          !
 1987.2!                      +          *    !!          .   .   .  0       !
 1987.3!                           +    *     !!          .   .  0.          !
 1987.4!                           +     *    !!          .   .   0          !
 1988.1!                           +         *!!          .   .   . 0        !
 1988.2!                              +    *  !!          .   .  0.          !
 1988.3!                             +   *    !!          .   .  0.          !
 1988.4!                           + *        !!          .   .0  .          !
 1989.1!                        +      *      !!          .   .   .0         !
 1989.2!                          +      *    !!          .   .   .0         !
 1989.3!                          * +         !!          .  0.   .          !
 1989.4!                      +  *            !!          .   . 0 .          !
 1990.1!                     +  *             !!          .   . 0 .          !
 1990.2!                 *  +                 !!          . 0 .   .          !
 1990.3!               +                      !!          .   0   .          !
 1990.4!               +*                     !!          .   0   .          !
 1991.1!               +  *                   !!          .   . 0 .          !
 1991.2!            *    +                    !!          .0  .   .          !
 1991.3!        *   +                         !!          . 0 .   .          !
 1991.4!         +                            !!          .   0   .          !
 1992.1!   *      +                           !!         0.   .   .          !
 1992.2!     +  *                             !!          .   . 0 .          !
 1992.3!         +                            !!          .   0   .          !
 1992.4!        * +                           !!          .  0.   .          !
 1993.1!         +                            !!          .   0   .          !
 1993.2!*         +                           !!        0 .   .   .          !
 1993.3!     +      *                         !!          .   .   .0         !
 1993.4!   *         +                        !!       0  .   .   .          !
 1994.1!       +  *                           !!          .   . 0 .          !
 1994.2!           +  *                       !!          .   . 0 .          !
 1994.3!              +   *                   !!          .   .  0.          !
 1994.4!         *      +                     !!         0.   .   .          !
 1995.1!         +  *                         !!          .   . 0 .          !
 1995.2!          *  +                        !!          .  0.   .          !
 1995.3!            + *                       !!          .   .0  .          !
 1995.4!*            +                        !!      0   .   .   .          !
 1996.1!    +      *                          !!          .   .   0          !
 1996.2!          +        *                  !!          .   .   . 0        !
 1996.3!                +*                    !!          .   .0  .          !
 1996.4!               +*                     !!          .   .0  .          !
 1997.1!         *    +                       !!          0   .   .          !
 1997.2!         + *                          !!          .   .0  .          !
 1997.3!       *   +                          !!          . 0 .   .          !
 1997.4!     *  +                             !!          . 0 .   .          !
 1998.1!   *  +                               !!          . 0 .   .          !
 1998.2!  *  +                                !!          . 0 .   .          !
 1998.3! *   +                                !!          . 0 .   .          !
 1998.4! *  +                                 !!          . 0 .   .          !
 1999.1*    +                                 !!          .0  .   .          !
 1999.2! +                                    !!          .   0   .          !
 1999.3! *  +                                 !!          . 0 .   .          !
 1999.4!    +*                                !!          .   .0  .          !
 2000.1!        + *                           !!          .   .0  .          !
 2000.2!         *  +                         !!          . 0 .   .          !
 2000.3!           *+                         !!          .   0   .          !
 2000.4!         *   +                        !!          .0  .   .          !
 2001.1!            +    *                    !!          .   .   0          !
 2001.2!                 *+                   !!          .  0.   .          !
 2001.3!                  +                   !!          .   0   .          !
 2001.4!                *  +                  !!          . 0 .   .          !
 2002.1!                 +     *              !!          .   .   0          !
 2002.2!                      +*              !!          .   .0  .          !
 2002.3!                      + *             !!          .   .0  .          !
 2002.4!                      +               !!          .   0   .          !
 2003.1!                     + *              !!          .   .0  .          !
 2003.2!                     + *              !!          .   .0  .          !
 2003.3!                     +   *            !!          .   . 0 .          !
 2003.4!                      *+              !!          .  0.   .          !
 2004.1!                    +  *              !!          .   .0  .          !
 2004.2!                     + *              !!          .   .0  .          !
 2004.3!                      + *             !!          .   . 0 .          !
 2004.4!                      +               !!          .   0   .          !
 2005.1!                 *   +                !!          .0  .   .          !
 2005.2!                 *+                   !!          .  0.   .          !
 2005.3!                 *+                   !!          .  0.   .          !
 2005.4!                 *+                   !!          .  0.   .          !
 2006.1!                 *+                   !!          .  0.   .          !
 2006.2!                *+                    !!          .   0   .          !
 2006.3!                +*                    !!          .   0   .          !
 2006.4!              * +                     !!          . 0 .   .          !
 2007.1!           *  +                       !!          . 0 .   .          !
 2007.2!            +                         !!          .   0   .          !
 2007.3!             +                        !!          .   0   .          !
 2007.4!           * +                        !!          . 0 .   .          !
 2008.1!            +*                        !!          .   0   .          !
 2008.2!            *+                        !!          .  0.   .          !
 2008.3!            *+                        !!          .  0.   .          !
 2008.4!           * +                        !!          . 0 .   .          !
 2009.1!            +*                        !!          .   .0  .          !
 2009.2!          *   +                       !!          . 0 .   .          !
 2009.3!            +  *                      !!          .   . 0 .          !
 2009.4!          *    +                      !!          .0  .   .          !
 2010.1!       *    +                         !!          .0  .   .          !
 2010.2!      *   +                           !!          .0  .   .          !
 2010.3!        *+                            !!          .  0.   .          !
 2010.4!          + *                         !!          .   .0  .          !
 2011.1!            *+                        !!          .  0.   .          !
 2011.2!        *    +                        !!          .0  .   .          !
 2011.3!       *   +                          !!          . 0 .   .          !
 2011.4!    *     +                           !!          0   .   .          !
 2012.1!      * +                             !!          .  0.   .          !
 2012.2!      *  +                            !!          . 0 .   .          !
 2012.3!      *  +                            !!          . 0 .   .          !
 2012.4!   *     +                            !!          0   .   .          !


     25.53 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ  1615 LAAGRID C LAGRID(-1) PGRID;SMPL 1978.4 2012.4;OLS;EST 1615 PLOT=0;EN
@EQ  1616 LAAIRID C LAIRID(-1) PIRID;SMPL 1980.1 2012.4;OLS;EST 1616 PLOT=0;EN
@EQ  1617 LAAPOID C LAPOID(-1) PPOID;SMPL 1979.2 2012.4;OLS;EST 1617 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPID=SPPX$Q/IDPMM;                                                     
 GENR LAASPID=LOG(AASPID+.00001);                                             
 GENR LASPID=LOG(ASPID+.00001);                                               
 LHS AASPID=EXP(LAASPID)-.00001;                                              
  EQ 1618 LAASPID C LASPID(-1) PSPID;                                         
EQUATION 1096  LAASPID  
   RHS     C  LASPID(-1)  PSPID  
 SMPL 1973.2 2012.4;                                                          
Sample period is now  1973.2 to  2012.4 Internally:    86 to   244
 OLS;EST 1096 PLOT=0;END;                                                     

Equation number = 1096
**********************

Dependent variable = LAASPID 

 1973.2 -   2012.4,    0 missing obs.,  159 obs. used.

Mean of dependent variable       -5.188157737

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.646322376       0.360768892  -7.33523     1.000000
13697 LASPID  ( -1)       0.311177462       0.079253315   3.92637    -5.183521
13695 PSPID   (  0)      -0.680019839       0.194595725  -3.49453     1.365902

SE of equation            =     0.450327957
Sum of squared residuals  =  31.6360619      -0.866950955E-11
Average absolute error    =     0.310074866
Sum of ABS residuals      =  49.3019038    
R squared                 =   0.26352
Durbin-Watson statistic   =   2.03896
SMPL and No. Obs.         = 1973.2   2012.4    159

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.2!              *      +                !!         0.   .   .          !
 1973.3! *              +                     !! 0        .   .   .          !
 1973.4*            +                         !!    0     .   .   .          !
 1974.1!  *      +                            !!        0 .   .   .          !
 1974.2!             +                 *      !!          .   .   .          0
 1974.3!      *               +               !!0         .   .   .          !
 1974.4!         *   +                        !!          0   .   .          !
 1975.1!               +                      !!          .   0   .          !
 1975.2!                 +*                   !!          .   0   .          !
 1975.3!                  +            *      !!          .   .   .      0   !
 1975.4!                       +   *          !!          .   .   0          !
 1976.1!                      +               *!          .   .   .        0 !
 1976.2!            *            +            !!   0      .   .   .          !
 1976.3!                + *                   !!          .   . 0 .          !
 1976.4!              *   +                   !!          .0  .   .          !
 1977.1!              *  +                    !!          .0  .   .          !
 1977.2!             *   +                    !!          .0  .   .          !
 1977.3!                   +   *              !!          .   .   0          !
 1977.4!                 *    +               !!          0   .   .          !
 1978.1!               *   +                  !!          0   .   .          !
 1978.2!                    +    *            !!          .   .   .0         !
 1978.3!              *        +              !!       0  .   .   .          !
 1978.4!                 * +                  !!          .  0.   .          !
 1979.1!                   +                  !!          .   0   .          !
 1979.2!                    +                 !!          .   0   .          !
 1979.3!                *   +                 !!          0   .   .          !
 1979.4!                   +      *           !!          .   .   . 0        !
 1980.1!               *      +               !!        0 .   .   .          !
 1980.2!                  * +                 !!          .  0.   .          !
 1980.3!                     + *              !!          .   . 0 .          !
 1980.4!                       +       *      !!          .   .   .  0       !
 1981.1!                 *       +            !!       0  .   .   .          !
 1981.2!                  +      *            !!          .   .   . 0        !
 1981.3!                      +   *           !!          .   .   0          !
 1981.4!                      +    *          !!          .   .   .0         !
 1982.1!                       + *            !!          .   . 0 .          !
 1982.2!                     +*               !!          .   .0  .          !
 1982.3!                     +*               !!          .   .0  .          !
 1982.4!                     +     *          !!          .   .   .0         !
 1983.1!                       +     *        !!          .   .   .0         !
 1983.2!                         +   *        !!          .   .   0          !
 1983.3!                        *+            !!          .  0.   .          !
 1983.4!                       + *            !!          .   .0  .          !
 1984.1!                   +          *       !!          .   .   .    0     !
 1984.2!                         +  *         !!          .   . 0 .          !
 1984.3!                         + *          !!          .   . 0 .          !
 1984.4!                    *   +             !!          .0  .   .          !
 1985.1!                   +        *         !!          .   .   .   0      !
 1985.2!                         +  *         !!          .   .  0.          !
 1985.3!                      * +             !!          . 0 .   .          !
 1985.4!                    +        *        !!          .   .   .   0      !
 1986.1!                        +  *          !!          .   . 0 .          !
 1986.2!                      +    *          !!          .   .   0          !
 1986.3!                     * +              !!          . 0 .   .          !
 1986.4!                      +      *        !!          .   .   . 0        !
 1987.1!                        + *           !!          .   . 0 .          !
 1987.2!                      +*              !!          .   .0  .          !
 1987.3!                     +*               !!          .   .0  .          !
 1987.4!                     +*               !!          .   .0  .          !
 1988.1!                    +*                !!          .   0   .          !
 1988.2!                 *  +                 !!          . 0 .   .          !
 1988.3!           *       +                  !!        0 .   .   .          !
 1988.4!             *  +                     !!          .0  .   .          !
 1989.1!                 + *                  !!          .   . 0 .          !
 1989.2!                  *+                  !!          .   0   .          !
 1989.3!                   +                  !!          .   0   .          !
 1989.4!                   +                  !!          .   0   .          !
 1990.1!              *   +                   !!          .0  .   .          !
 1990.2!               *+                     !!          .  0.   .          !
 1990.3!               + *                    !!          .   .0  .          !
 1990.4!                 +    *               !!          .   .   0          !
 1991.1!                 * +                  !!          . 0 .   .          !
 1991.2!            *    +                    !!          0   .   .          !
 1991.3!           *    +                     !!          0   .   .          !
 1991.4!              +        *              !!          .   .   .   0      !
 1992.1!                   +   *              !!          .   .   0          !
 1992.2!                +    *                !!          .   .   0          !
 1992.3!             *   +                    !!          .0  .   .          !
 1992.4!           *   +                      !!          0   .   .          !
 1993.1!             +      *                 !!          .   .   . 0        !
 1993.2!                  +                   !!          .   0   .          !
 1993.3!                  +                   !!          .   0   .          !
 1993.4!                  +*                  !!          .   . 0 .          !
 1994.1!                   + *                !!          .   .0  .          !
 1994.2!                  + *                 !!          .   . 0 .          !
 1994.3!                   +*                 !!          .   .0  .          !
 1994.4!                  +   *               !!          .   .  0.          !
 1995.1!                  + *                 !!          .   . 0 .          !
 1995.2!               *   +                  !!          0   .   .          !
 1995.3!                  +                   !!          .   0   .          !
 1995.4!                  +    *              !!          .   .  0.          !
 1996.1!                   *+                 !!          .  0.   .          !
 1996.2!                 +  *                 !!          .   . 0 .          !
 1996.3!                  +*                  !!          .   .0  .          !
 1996.4!                 +                    !!          .   0   .          !
 1997.1!                *+                    !!          .   0   .          !
 1997.2!                +*                    !!          .   0   .          !
 1997.3!                *+                    !!          .  0.   .          !
 1997.4!                 +*                   !!          .   .0  .          !
 1998.1!                *+                    !!          .  0.   .          !
 1998.2!               +  *                   !!          .   . 0 .          !
 1998.3!                + *                   !!          .   .0  .          !
 1998.4!              * +                     !!          . 0 .   .          !
 1999.1!           *   +                      !!          0   .   .          !
 1999.2!            +*                        !!          .   .0  .          !
 1999.3!             * +                      !!          .  0.   .          !
 1999.4!                + *                   !!          .   . 0 .          !
 2000.1!                 * +                  !!          .  0.   .          !
 2000.2!                    +                 !!          .   0   .          !
 2000.3!                 *   +                !!          .0  .   .          !
 2000.4!                  * +                 !!          . 0 .   .          !
 2001.1!                    +                 !!          .   0   .          !
 2001.2!                   *  +               !!          . 0 .   .          !
 2001.3!                   *  +               !!          . 0 .   .          !
 2001.4!                    *+                !!          .  0.   .          !
 2002.1!                     + *              !!          .   . 0 .          !
 2002.2!                      +               !!          .   0   .          !
 2002.3!                  *   +               !!          .0  .   .          !
 2002.4!                  *  +                !!          . 0 .   .          !
 2003.1!                 *  +                 !!          .0  .   .          !
 2003.2!                 *  +                 !!          .0  .   .          !
 2003.3!                  * +                 !!          .  0.   .          !
 2003.4!                  * +                 !!          .  0.   .          !
 2004.1!                    +                 !!          .   0   .          !
 2004.2!                   * +                !!          .  0.   .          !
 2004.3!                    *+                !!          .  0.   .          !
 2004.4!                     + *              !!          .   . 0 .          !
 2005.1!                   *  +               !!          . 0 .   .          !
 2005.2!                     +    *           !!          .   .   .0         !
 2005.3!                    *  +              !!          .0  .   .          !
 2005.4!                      +*              !!          .   .0  .          !
 2006.1!                   *  +               !!          .0  .   .          !
 2006.2!                  *+                  !!          .  0.   .          !
 2006.3!                *  +                  !!          . 0 .   .          !
 2006.4!                 *+                   !!          .  0.   .          !
 2007.1!                 *+                   !!          .  0.   .          !
 2007.2!                 +*                   !!          .   .0  .          !
 2007.3!                 *+                   !!          .   0   .          !
 2007.4!                  +                   !!          .   0   .          !
 2008.1!                 *+                   !!          .  0.   .          !
 2008.2!                 *+                   !!          .  0.   .          !
 2008.3!                * +                   !!          .  0.   .          !
 2008.4!                * +                   !!          . 0 .   .          !
 2009.1!                *+                    !!          .  0.   .          !
 2009.2!                 +  *                 !!          .   .  0.          !
 2009.3!                 *+                   !!          .  0.   .          !
 2009.4!                 +                    !!          .  0.   .          !
 2010.1!                  +                   !!          .   0   .          !
 2010.2!                 * +                  !!          . 0 .   .          !
 2010.3!                 *+                   !!          . 0 .   .          !
 2010.4!                  +*                  !!          .   .0  .          !
 2011.1!                   +                  !!          .   0   .          !
 2011.2!                  *+                  !!          .  0.   .          !
 2011.3!                  +*                  !!          .   .0  .          !
 2011.4!                  *+                  !!          .   0   .          !
 2012.1!                *  +                  !!          . 0 .   .          !
 2012.2!                  +                   !!          .   0   .          !
 2012.3!                  *+                  !!          .  0.   .          !
 2012.4!                  +*                  !!          .   0   .          !


     18.24 percent of the residuals exceed 1 SE
      5.03 percent of the residuals exceed 2 SE
@EQ  1619 LAANZID C LANZID(-1) PNZID;SMPL 1966.1 2012.4;OLS;EST 1619 PLOT=0;EN
@@EQ 1620 LAASAID C LASAID(-1) PSAID;SMPL 1987.3 2012.4;OLS;EST 1620 PLOT=0;EN
@@EQ 1621 LAAVEID C LAVEID(-1) PVEID;SMPL 2000.3 2012.4;OLS;EST 1621 PLOT=0;EN
@@EQ 1622 LAACOID C LACOID(-1) PCOID;SMPL 1992.2 2012.4;OLS;EST 1622 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJOID=JOPX$Q/IDPMM;                                                     
 GENR LAAJOID=LOG(AAJOID+.00001);                                             
 GENR LAJOID=LOG(AJOID+.00001);                                               
 LHS AAJOID=EXP(LAAJOID)-.00001;                                              
  EQ 1623 LAAJOID C LAJOID(-1) PJOID;                                         
EQUATION 1097  LAAJOID  
   RHS     C  LAJOID(-1)  PJOID  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1097 PLOT=0;END;                                                     

Equation number = 1097
**********************

Dependent variable = LAAJOID 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.580374641

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.442988483       0.391307039  -6.24315     1.000000
13700 LAJOID  ( -1)       0.440906010       0.081867152   5.38563    -5.574913
13698 PJOID   (  0)      -0.461780637       0.120762594  -3.82387     1.471204

SE of equation            =     0.458787982
Sum of squared residuals  =  25.8898287      -0.115063514E-10
Average absolute error    =     0.354242132
Sum of ABS residuals      =  44.6345086    
R squared                 =   0.43327
Durbin-Watson statistic   =   2.19853
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!             *   +                    !!         . 0  .    .         !
 1981.4!      *          +                    !!      0  .    .    .         !
 1982.1!             *+                       !!         .   0.    .         !
 1982.2!             *  +                     !!         .  0 .    .         !
 1982.3!           *     +                    !!         0    .    .         !
 1982.4!               +          *           !!         .    .    .  0      !
 1983.1!           *           +              !!     0   .    .    .         !
 1983.2!                 +                    !!         .    0    .         !
 1983.3!                   +                  !!         .    0    .         !
 1983.4!           *        +                 !!       0 .    .    .         !
 1984.1!            +    *                    !!         .    .   0.         !
 1984.2!         *          +                 !!      0  .    .    .         !
 1984.3!                +                    *!!         .    .    .         0
 1984.4!                     *      +         !!         0    .    .         !
 1985.1!                  +          *        !!         .    .    .   0     !
 1985.2!                         +     *      !!         .    .   0.         !
 1985.3!                          +           !!         .    0    .         !
 1985.4!                     +          *     !!         .    .    .  0      !
 1986.1!                           +          !!         .    0    .         !
 1986.2!               *       +              !!        0.    .    .         !
 1986.3!                   +          *       !!         .    .    .  0      !
 1986.4!                           +   *      !!         .    .  0 .         !
 1987.1!           *               +          !!   0     .    .    .         !
 1987.2!                 * +                  !!         .   0.    .         !
 1987.3!                     + *              !!         .    . 0  .         !
 1987.4!                        +     *       !!         .    .   0.         !
 1988.1!                      *   +           !!         .0   .    .         !
 1988.2!                      *+              !!         .    0    .         !
 1988.3!                       +             *!!         .    .    .    0    !
 1988.4!                              +   *   !!         .    .  0 .         !
 1989.1!                       *    +         !!         .0   .    .         !
 1989.2!                       +             *!!         .    .    .    0    !
 1989.3!                              +       *!         .    .    .0        !
 1989.4!                           *  +       !!         .  0 .    .         !
 1990.1!                   *     +            !!         .0   .    .         !
 1990.2!                     +              * !!         .    .    .     0   !
 1990.3!                         +        *   !!         .    .    .0        !
 1990.4!                          +      *    !!         .    .    0         !
 1991.1!                       *    +         !!         .0   .    .         !
 1991.2!                      +         *     !!         .    .    . 0       !
 1991.3!                          +      *    !!         .    .    .0        !
 1991.4!                          +          *!!         .    .    .  0      !
 1992.1!            *               +         !!  0      .    .    .         !
 1992.2!                +               *     !!         .    .    .      0  !
 1992.3!                           +  *       !!         .    .  0 .         !
 1992.4!                         +    *       !!         .    .  0 .         !
 1993.1!            *          +              !!      0  .    .    .         !
 1993.2!               * +                    !!         .   0.    .         !
 1993.3!                  +       *           !!         .    .    .0        !
 1993.4!                    * +               !!         .  0 .    .         !
 1994.1!      *           +                   !!      0  .    .    .         !
 1994.2!          +  *                        !!         .    . 0  .         !
 1994.3!              +       *               !!         .    .    .0        !
 1994.4!                  +*                  !!         .    .0   .         !
 1995.1!             *  +                     !!         .  0 .    .         !
 1995.2!               +*                     !!         .    .0   .         !
 1995.3!                 +        *           !!         .    .    .0        !
 1995.4!           *         +                !!       0 .    .    .         !
 1996.1!            * +                       !!         .   0.    .         !
 1996.2!    *        +                        !!       0 .    .    .         !
 1996.3!         +  *                         !!         .    .  0 .         !
 1996.4!         *  +                         !!         .  0 .    .         !
 1997.1!          *  +                        !!         .  0 .    .         !
 1997.2!         *   +                        !!         . 0  .    .         !
 1997.3!             +       *                !!         .    .    .0        !
 1997.4!                 * +                  !!         .  0 .    .         !
 1998.1!               *+                     !!         .    0    .         !
 1998.2!               +*                     !!         .    .0   .         !
 1998.3!                +*                    !!         .    .0   .         !
 1998.4!                 +*                   !!         .    .0   .         !
 1999.1!                 + *                  !!         .    .0   .         !
 1999.2!              +       *               !!         .    .    .0        !
 1999.3!                  +    *              !!         .    .  0 .         !
 1999.4!                    +   *             !!         .    .  0 .         !
 2000.1!                     +*               !!         .    0    .         !
 2000.2!                     +    *           !!         .    .  0 .         !
 2000.3!                       +   *          !!         .    .  0 .         !
 2000.4!                        +*            !!         .    .0   .         !
 2001.1!                     * +              !!         .   0.    .         !
 2001.2!                      + *             !!         .    . 0  .         !
 2001.3!                       + *            !!         .    . 0  .         !
 2001.4!                       + *            !!         .    .0   .         !
 2002.1!                      *+              !!         .   0.    .         !
 2002.2!                      + *             !!         .    . 0  .         !
 2002.3!                       + *            !!         .    .0   .         !
 2002.4!                       +              !!         .    0    .         !
 2003.1!                *       +             !!        0.    .    .         !
 2003.2!                   *+                 !!         .   0.    .         !
 2003.3!                     +                !!         .    0    .         !
 2003.4!                   *   +              !!         .  0 .    .         !
 2004.1!             *       +                !!        0.    .    .         !
 2004.2!                  *+                  !!         .    0    .         !
 2004.3!                     +                !!         .    0    .         !
 2004.4!                    * +               !!         .  0 .    .         !
 2005.1!                *     +               !!         .0   .    .         !
 2005.2!                  * +                 !!         .   0.    .         !
 2005.3!                   * +                !!         .   0.    .         !
 2005.4!                    +                 !!         .    0    .         !
 2006.1!            *        +                !!       0 .    .    .         !
 2006.2!               *+                     !!         .   0.    .         !
 2006.3!             *    +                   !!         . 0  .    .         !
 2006.4!              * +                     !!         .  0 .    .         !
 2007.1!   *           +                      !!     0   .    .    .         !
 2007.2!       *  +                           !!         .  0 .    .         !
 2007.3!            +                         !!         .    0    .         !
 2007.4!           *   +                      !!         . 0  .    .         !
 2008.1!         *    +                       !!         .0   .    .         !
 2008.2!           +      *                   !!         .    .    0         !
 2008.3!           +      *                   !!         .    .    0         !
 2008.4!        +      *                      !!         .    .    0         !
 2009.1!   *   +                              !!         . 0  .    .         !
 2009.2!     +     *                          !!         .    .   0.         !
 2009.3!           +*                         !!         .    .0   .         !
 2009.4!       *     +                        !!         .0   .    .         !
 2010.1!  *        +                          !!        0.    .    .         !
 2010.2!         +   *                        !!         .    .  0 .         !
 2010.3!             *+                       !!         .    0    .         !
 2010.4!      *      +                        !!         0    .    .         !
 2011.1!     *     +                          !!         .0   .    .         !
 2011.2!  *       +                           !!        0.    .    .         !
 2011.3!        +   *                         !!         .    . 0  .         !
 2011.4!           +                          !!         .    0    .         !
 2012.1!   *       +                          !!        0.    .    .         !
 2012.2*      +                               !!         0    .    .         !
 2012.3!     +   *                            !!         .    .  0 .         !
 2012.4!   *     +                            !!         0    .    .         !


     31.75 percent of the residuals exceed 1 SE
      4.76 percent of the residuals exceed 2 SE
@@EQ 1624 LAASYID C LASYID(-1) PSYID;SMPL 1994.1 2012.4;OLS;EST 1624 PLOT=0;EN
@EQ  1625 LAAMAID C LAMAID(-1) PMAID;SMPL 1967.3 2012.4;OLS;EST 1625 PLOT=0;EN
@EQ  1626 LAAPAID C LAPAID(-1) PPAID;SMPL 1977.4 2012.4;OLS;EST 1626 PLOT=0;EN
@EQ  1627 LAAPHID C LAPHID(-1) PPHID;SMPL 1967.2 2012.4;OLS;EST 1627 PLOT=0;EN
@EQ  1628 LAATHID C LATHID(-1) PTHID;SMPL 1977.2 2012.4;OLS;EST 1628 PLOT=0;EN
@EQ  1629 LAACHID C LACHID(-1) PCHID;SMPL 1981.3 2012.4;OLS;EST 1629 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PARID=ARPX$Q/IDPMM;                                                     
 GENR LAAARID=LOG(AAARID+.00001);                                             
 GENR LAARID=LOG(AARID+.00001);                                               
 LHS AAARID=EXP(LAAARID)-.00001;                                              
  EQ 1630 LAAARID C LAARID(-1) PARID;                                         
EQUATION 1098  LAAARID  
   RHS     C  LAARID(-1)  PARID  
 SMPL 1980.2 2012.4;                                                          
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
 OLS;EST 1098 PLOT=0;END;                                                     

Equation number = 1098
**********************

Dependent variable = LAAARID 

 1980.2 -   2012.4,    0 missing obs.,  131 obs. used.

Mean of dependent variable       -5.859507872

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.617607571       0.561609598  -4.66090     1.000000
13703 LAARID  ( -1)       0.518753942       0.077793829   6.66832    -5.858004
13701 PARID   (  0)      -0.131603975       0.297810678  -0.44190     1.542793

SE of equation            =     0.942021101
Sum of squared residuals  =  113.587681       0.133582034E-11
Average absolute error    =     0.661192479
Sum of ABS residuals      =  86.6162147    
R squared                 =   0.27947
Durbin-Watson statistic   =   2.20393
SMPL and No. Obs.         = 1980.2   2012.4    131

Plot of actual(*) and fitted(+) values and residuals(0)


 1980.2!                     *   +            !!           .0 .  .           !
 1980.3!                       +       *      !!           .  .  .0          !
 1980.4!                *           +         !!       0   .  .  .           !
 1981.1!                    +        *        !!           .  .  . 0         !
 1981.2!                          *+          !!           .  0  .           !
 1981.3!                          +   *       !!           .  . 0.           !
 1981.4!                 *          +         !!        0  .  .  .           !
 1982.1!                *    +                !!           0  .  .           !
 1982.2!                    +                 !!           .  0  .           !
 1982.3!                  *   +               !!           .0 .  .           !
 1982.4!      *              +                !!      0    .  .  .           !
 1983.1!        *      +                      !!          0.  .  .           !
 1983.2*                +                     !!     0     .  .  .           !
 1983.3!            +             *           !!           .  .  .   0       !
 1983.4!                         +   *        !!           .  . 0.           !
 1984.1!                          +           *!           .  .  .  0        !
 1984.2!                               *+     !!           .  0  .           !
 1984.3!                            +      *  !!           .  .  0           !
 1984.4!  *                           +       !0           .  .  .           !
 1985.1!             +         *              !!           .  .  .  0        !
 1985.2!                        +      *      !!           .  .  .0          !
 1985.3!                     *      +         !!          0.  .  .           !
 1985.4!                       +              !!           .  0  .           !
 1986.1!                    *   +             !!           .0 .  .           !
 1986.2!                  *   +               !!           .0 .  .           !
 1986.3!                     +     *          !!           .  .  0           !
 1986.4!                        * +           !!           . 0.  .           !
 1987.1!               *         +            !!         0 .  .  .           !
 1987.2!                    + *               !!           .  .0 .           !
 1987.3!                       *+             !!           .  0  .           !
 1987.4!                        +   *         !!           .  . 0.           !
 1988.1!                         * +          !!           . 0.  .           !
 1988.2!                         +  *         !!           .  . 0.           !
 1988.3!                    *      +          !!          0.  .  .           !
 1988.4!                       +        *     !!           .  .  . 0         !
 1989.1!                           * +        !!           . 0.  .           !
 1989.2!                     *    +           !!           0  .  .           !
 1989.3!                      *+              !!           .  0  .           !
 1989.4!                     *  +             !!           . 0.  .           !
 1990.1!                     * +              !!           . 0.  .           !
 1990.2!                       +              !!           .  0  .           !
 1990.3!             *          +             !!        0  .  .  .           !
 1990.4!                   +    *             !!           .  .  0           !
 1991.1!                         +*           !!           .  0  .           !
 1991.2!                          +           !!           .  0  .           !
 1991.3!           *             +            !!       0   .  .  .           !
 1991.4!                  +                   !!           .  0  .           !
 1992.1!                   *  +               !!           .0 .  .           !
 1992.2!                    * +               !!           . 0.  .           !
 1992.3!                *      +              !!           0  .  .           !
 1992.4!           *         +                !!         0 .  .  .           !
 1993.1!                  +                   !!           .  0  .           !
 1993.2!                      +               !!           .  0  .           !
 1993.3!                 *     +              !!           0  .  .           !
 1993.4!                     +                !!           .  0  .           !
 1994.1!                  *    +              !!           0  .  .           !
 1994.2!                    *+                !!           . 0.  .           !
 1994.3!                    * +               !!           . 0.  .           !
 1994.4!                      + *             !!           .  .0 .           !
 1995.1!                        +*            !!           .  .0 .           !
 1995.2!                         +  *         !!           .  .0 .           !
 1995.3!                          +   *       !!           .  . 0.           !
 1995.4!                     *      +         !!           0  .  .           !
 1996.1!                      *+              !!           . 0.  .           !
 1996.2!                       +  *           !!           .  .0 .           !
 1996.3!                         +   *        !!           .  . 0.           !
 1996.4!                          *+          !!           . 0.  .           !
 1997.1!                         + *          !!           .  .0 .           !
 1997.2!                          +   *       !!           .  . 0.           !
 1997.3!                           + *        !!           .  .0 .           !
 1997.4!            *              +          !!      0    .  .  .           !
 1998.1!                  +   *               !!           .  . 0.           !
 1998.2!                       +      *       !!           .  .  .0          !
 1998.3!                           +   *      !!           .  . 0.           !
 1998.4!                            +    *    !!           .  .  0           !
 1999.1!                            *+        !!           . 0.  .           !
 1999.2!                          +        *  !!           .  .  . 0         !
 1999.3!                              +       !!           .  0  .           !
 1999.4!                            +  *      !!           .  . 0.           !
 2000.1!                            +  *      !!           .  . 0.           !
 2000.2!                            +    *    !!           .  . 0.           !
 2000.3!                             +   *    !!           .  . 0.           !
 2000.4!                             +  *     !!           .  . 0.           !
 2001.1!                             +  *     !!           .  . 0.           !
 2001.2!                             +    *   !!           .  .  0           !
 2001.3!                              +   *   !!           .  . 0.           !
 2001.4!                              +  *    !!           .  . 0.           !
 2002.1!                             +   *    !!           .  . 0.           !
 2002.2!                             +   *    !!           .  . 0.           !
 2002.3!                              +  *    !!           .  . 0.           !
 2002.4!                             +  *     !!           .  .0 .           !
 2003.1!                             +  *     !!           .  . 0.           !
 2003.2!                             +   *    !!           .  . 0.           !
 2003.3!                              +  *    !!           .  . 0.           !
 2003.4!                             +  *     !!           .  .0 .           !
 2004.1!                             + *      !!           .  .0 .           !
 2004.2!                            +   *     !!           .  . 0.           !
 2004.3!                             + *      !!           .  .0 .           !
 2004.4!                             + *      !!           .  .0 .           !
 2005.1!                             + *      !!           .  .0 .           !
 2005.2!                             +  *     !!           .  . 0.           !
 2005.3!                             + *      !!           .  .0 .           !
 2005.4!                             + *      !!           .  .0 .           !
 2006.1!                             +*       !!           .  .0 .           !
 2006.2!                            +  *      !!           .  . 0.           !
 2006.3!                            + *       !!           .  .0 .           !
 2006.4!                            + *       !!           .  .0 .           !
 2007.1!                           *+         !!           . 0.  .           !
 2007.2!                          +*          !!           .  .0 .           !
 2007.3!                          +*          !!           .  0  .           !
 2007.4!                          +*          !!           .  .0 .           !
 2008.1!                          +  *        !!           .  . 0.           !
 2008.2!                  *        +          !!          0.  .  .           !
 2008.3!                     +                !!           .  0  .           !
 2008.4!                      +               !!           .  0  .           !
 2009.1!                       + *            !!           .  .0 .           !
 2009.2!                      *  +            !!           . 0.  .           !
 2009.3!                    *  +              !!           .0 .  .           !
 2009.4!                      + *             !!           .  .0 .           !
 2010.1!                        +  *          !!           .  .0 .           !
 2010.2!                          +           !!           .  0  .           !
 2010.3!                          +   *       !!           .  . 0.           !
 2010.4!                        *  +          !!           .0 .  .           !
 2011.1!                        +             !!           .  0  .           !
 2011.2!                       *+             !!           . 0.  .           !
 2011.3!                        + *           !!           .  .0 .           !
 2011.4!                        * +           !!           . 0.  .           !
 2012.1!                      *  +            !!           .0 .  .           !
 2012.2!                       +  *           !!           .  .0 .           !
 2012.3!                         +*           !!           .  .0 .           !
 2012.4!                       * +            !!           . 0.  .           !


     21.37 percent of the residuals exceed 1 SE
      5.34 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRID=BRPX$Q/IDPMM;                                                     
 GENR LAABRID=LOG(AABRID+.00001);                                             
 GENR LABRID=LOG(ABRID+.00001);                                               
 LHS AABRID=EXP(LAABRID)-.00001;                                              
  EQ 1631 LAABRID C LABRID(-1) PBRID;                                         
EQUATION 1099  LAABRID  
   RHS     C  LABRID(-1)  PBRID  
 SMPL 1988.3 2012.4;                                                          
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
 OLS;EST 1099 PLOT=0;END;                                                     

Equation number = 1099
**********************

Dependent variable = LAABRID 

 1988.3 -   2012.4,    0 missing obs.,   98 obs. used.

Mean of dependent variable       -4.843952645

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.092857986       0.449234454  -4.65872     1.000000
13706 LABRID  ( -1)       0.443302084       0.094935878   4.66949    -4.857471
13704 PBRID   (  0)      -0.452700057       0.240189827  -1.88476     1.320450

SE of equation            =     0.532577330
Sum of squared residuals  =  26.9456682       0.207656115E-11
Average absolute error    =     0.418521034
Sum of ABS residuals      =  41.0150614    
R squared                 =   0.28598
Durbin-Watson statistic   =   1.95628
SMPL and No. Obs.         = 1988.3   2012.4     98

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.3!                +           *         !!        .     .     .   0    !
 1988.4!                       *+             !!        .    0.     .        !
 1989.1!                     +*               !!        .     .0    .        !
 1989.2!                *    +                !!        .0    .     .        !
 1989.3!                   +    *             !!        .     .    0.        !
 1989.4!                       + *            !!        .     . 0   .        !
 1990.1!                     * +              !!        .   0 .     .        !
 1990.2!                   * +                !!        .   0 .     .        !
 1990.3!                    + *               !!        .     . 0   .        !
 1990.4!                     +                !!        .     0     .        !
 1991.1!                     *+               !!        .    0.     .        !
 1991.2!                     +  *             !!        .     .  0  .        !
 1991.3!                     *+               !!        .    0.     .        !
 1991.4!                    +*                !!        .     .0    .        !
 1992.1!            *      +                  !!        0     .     .        !
 1992.2!               +      *               !!        .     .     0        !
 1992.3!               *    +                 !!        . 0   .     .        !
 1992.4!                * +                   !!        .   0 .     .        !
 1993.1!              * +                     !!        .   0 .     .        !
 1993.2!            *   +                     !!        . 0   .     .        !
 1993.3!      *        +                      !!      0 .     .     .        !
 1993.4!             + *                      !!        .     . 0   .        !
 1994.1!              *  +                    !!        .   0 .     .        !
 1994.2!               +       *              !!        .     .     .0       !
 1994.3!                    +                *!!        .     .     .        0
 1994.4!                          +        *  !!        .     .     .0       !
 1995.1!                  *       +           !!        0     .     .        !
 1995.2!           *       +                  !!        0     .     .        !
 1995.3!                +     *               !!        .     .    0.        !
 1995.4!                    +    *            !!        .     .   0 .        !
 1996.1!            *         +               !!      0 .     .     .        !
 1996.2!           *   +                      !!        . 0   .     .        !
 1996.3!           *  +                       !!        .  0  .     .        !
 1996.4!             *+                       !!        .    0.     .        !
 1997.1!       *       +                      !!       0.     .     .        !
 1997.2*           +                          !!   0    .     .     .        !
 1997.3!  *    +                              !!        . 0   .     .        !
 1997.4!         +     *                      !!        .     .     0        !
 1998.1!    *           +                     !!   0    .     .     .        !
 1998.2!  *       +                           !!       0.     .     .        !
 1998.3!         +                            !!        .     0     .        !
 1998.4!        *    +                        !!        .0    .     .        !
 1999.1!    *       +                         !!       0.     .     .        !
 1999.2!         +           *                !!        .     .     .    0   !
 1999.3!                 * +                  !!        .   0 .     .        !
 1999.4!                +                *    !!        .     .     .        0
 2000.1!           *            +             !!  0     .     .     .        !
 2000.2!               +        *             !!        .     .     . 0      !
 2000.3!               *     +                !!        .0    .     .        !
 2000.4!          *      +                    !!        0     .     .        !
 2001.1!         *     +                      !!        0     .     .        !
 2001.2!               +    *                 !!        .     .   0 .        !
 2001.3!                    + *               !!        .     . 0   .        !
 2001.4!                  *  +                !!        .  0  .     .        !
 2002.1!               *   +                  !!        .  0  .     .        !
 2002.2!                 + *                  !!        .     .0    .        !
 2002.3!                     +                *!        .     .     .        0
 2002.4!                            +         !!        .     0     .        !
 2003.1!                        + *           !!        .     .0    .        !
 2003.2!                       +  *           !!        .     . 0   .        !
 2003.3!                       +*             !!        .     .0    .        !
 2003.4!         *            +               !!  0     .     .     .        !
 2004.1!        *       +                     !!      0 .     .     .        !
 2004.2!              +*                      !!        .     . 0   .        !
 2004.3!                   +        *         !!        .     .     . 0      !
 2004.4!                     *  +             !!        .   0 .     .        !
 2005.1!                     +   *            !!        .     .  0  .        !
 2005.2!                      +*              !!        .     .0    .        !
 2005.3!                     +    *           !!        .     .   0 .        !
 2005.4!                   *  +               !!        .  0  .     .        !
 2006.1!               *    +                 !!        . 0   .     .        !
 2006.2!         *      +                     !!        .0    .     .        !
 2006.3!              + *                     !!        .     .0    .        !
 2006.4!                +*                    !!        .     .0    .        !
 2007.1!          *      +                    !!       0.     .     .        !
 2007.2!          *  +                        !!        .   0 .     .        !
 2007.3!           *  +                       !!        .   0 .     .        !
 2007.4!          *   +                       !!        .  0  .     .        !
 2008.1!     *        +                       !!       0.     .     .        !
 2008.2!      *     +                         !!        .0    .     .        !
 2008.3!           +*                         !!        .     .0    .        !
 2008.4!        *   +                         !!        .  0  .     .        !
 2009.1!            +  *                      !!        .     .  0  .        !
 2009.2!                + *                   !!        .     . 0   .        !
 2009.3!                  +             *     !!        .     .     .     0  !
 2009.4!                       +     *        !!        .     .    0.        !
 2010.1!                      + *             !!        .     . 0   .        !
 2010.2!                   +     *            !!        .     .    0.        !
 2010.3!             *     +                  !!        .0    .     .        !
 2010.4!              +        *              !!        .     .     . 0      !
 2011.1!                 *+                   !!        .    0.     .        !
 2011.2!          *    +                      !!        .0    .     .        !
 2011.3!            +            *            !!        .     .     .     0  !
 2011.4!             *     +                  !!        .0    .     .        !
 2012.1!             +            *           !!        .     .     .    0   !
 2012.2!                  *+                  !!        .     0     .        !
 2012.3!                +         *           !!        .     .     .  0     !
 2012.4!                    +        *        !!        .     .     . 0      !


     30.61 percent of the residuals exceed 1 SE
      4.08 percent of the residuals exceed 2 SE
@@EQ 1632 LAACEID C LACEID(-1) PCEID;SMPL 1992.1 2012.4;OLS;EST 1632 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMEID=MEPX$Q/IDPMM;                                                     
 GENR LAAMEID=LOG(AAMEID+.00001);                                             
 GENR LAMEID=LOG(AMEID+.00001);                                               
 LHS AAMEID=EXP(LAAMEID)-.00001;                                              
  EQ 1633 LAAMEID C LAMEID(-1) PMEID;                                         
EQUATION 1100  LAAMEID  
   RHS     C  LAMEID(-1)  PMEID  
 SMPL 1979.3 2012.4;                                                          
Sample period is now  1979.3 to  2012.4 Internally:   111 to   244
 OLS;EST 1100 PLOT=0;END;                                                     

Equation number = 1100
**********************

Dependent variable = LAAMEID 

 1979.3 -   2012.4,    0 missing obs.,  134 obs. used.

Mean of dependent variable       -6.655123200

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.634698487       0.537937269  -1.17987     1.000000
13709 LAMEID  ( -1)       0.635366643       0.065799310   9.65613    -6.671005
13707 PMEID   (  0)      -1.211020703       0.377081911  -3.21156     1.471396

SE of equation            =     0.966642591
Sum of squared residuals  =  122.406125      -0.306776826E-11
Average absolute error    =     0.675640316
Sum of ABS residuals      =  90.5358023    
R squared                 =   0.55633
Durbin-Watson statistic   =   2.27979
SMPL and No. Obs.         = 1979.3   2012.4    134

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.3!                        * +           !!           . 0.  .           !
 1979.4!                        * +           !!           . 0.  .           !
 1980.1!                         *+           !!           . 0.  .           !
 1980.2!      *                     +         !!    0      .  .  .           !
 1980.3!          *    +                      !!           .0 .  .           !
 1980.4!                  +                   !!           .  0  .           !
 1981.1!                       +             *!!           .  .  .   0       !
 1981.2*                               +      !0           .  .  .           !
 1981.3!       +        *                     !!           .  .  .0          !
 1981.4!                 +         *          !!           .  .  . 0         !
 1982.1!               *        +             !!         0 .  .  .           !
 1982.2!    *          +                      !!         0 .  .  .           !
 1982.3!     *    +                           !!           .0 .  .           !
 1982.4!      *  +                            !!           .0 .  .           !
 1983.1*           +                          !!        0  .  .  .           !
 1983.2!   *    +                             !!           .0 .  .           !
 1983.3!          +      *                    !!           .  .  0           !
 1983.4!                   +                  !!           .  0  .           !
 1984.1!              +     *                 !!           .  .  0           !
 1984.2!        *            +                !!        0  .  .  .           !
 1984.3!              +                       !!           .  0  .           !
 1984.4!                 + *                  !!           .  .0 .           !
 1985.1!               +   *                  !!           .  . 0.           !
 1985.2!                    +  *              !!           .  .0 .           !
 1985.3!                     * +              !!           . 0.  .           !
 1985.4!             *     +                  !!           0  .  .           !
 1986.1!                 +      *             !!           .  .  0           !
 1986.2!      *               +               !!      0    .  .  .           !
 1986.3!             +          *             !!           .  .  . 0         !
 1986.4!                   *    +             !!           .0 .  .           !
 1987.1!                      +*              !!           .  0  .           !
 1987.2!                        +  *          !!           .  . 0.           !
 1987.3!               *          +           !!         0 .  .  .           !
 1987.4!                   +       *          !!           .  .  .0          !
 1988.1!                 *         +          !!          0.  .  .           !
 1988.2!                    +   *             !!           .  . 0.           !
 1988.3!                     *  +             !!           . 0.  .           !
 1988.4!                   *  +               !!           . 0.  .           !
 1989.1!                    +*                !!           .  0  .           !
 1989.2!               *     +                !!           0  .  .           !
 1989.3!                  +      *            !!           .  .  0           !
 1989.4!                         +            !!           .  0  .           !
 1990.1!                  *     +             !!           0  .  .           !
 1990.2!                   +*                 !!           .  0  .           !
 1990.3!                     + *              !!           .  .0 .           !
 1990.4!                        +  *          !!           .  .0 .           !
 1991.1!                       *   +          !!           . 0.  .           !
 1991.2!                       +  *           !!           .  .0 .           !
 1991.3!                        +             !!           .  0  .           !
 1991.4!                    *  +              !!           .0 .  .           !
 1992.1!         *           +                !!        0  .  .  .           !
 1992.2!     *     +                          !!           0  .  .           !
 1992.3!    *      +                          !!           0  .  .           !
 1992.4!    *     +                           !!           0  .  .           !
 1993.1!       *+                             !!           . 0.  .           !
 1993.2!    *      +                          !!           0  .  .           !
 1993.3!         +     *                      !!           .  .  0           !
 1993.4!               + *                    !!           .  .0 .           !
 1994.1!                  +    *              !!           .  .  0           !
 1994.2!                    +    *            !!           .  . 0.           !
 1994.3!                    *  +              !!           . 0.  .           !
 1994.4!         *          +                 !!         0 .  .  .           !
 1995.1!            +      *                  !!           .  .  0           !
 1995.2!               *    +                 !!           .0 .  .           !
 1995.3!                  +  *                !!           .  .0 .           !
 1995.4!       *              +               !!       0   .  .  .           !
 1996.1!            +*                        !!           .  0  .           !
 1996.2!               +   *                  !!           .  . 0.           !
 1996.3!               *  +                   !!           .0 .  .           !
 1996.4!           *    +                     !!           .0 .  .           !
 1997.1!             +*                       !!           .  .0 .           !
 1997.2!              +   *                   !!           .  . 0.           !
 1997.3!                 +                    !!           .  0  .           !
 1997.4!                +    *                !!           .  . 0.           !
 1998.1!               *  +                   !!           . 0.  .           !
 1998.2!              +*                      !!           .  .0 .           !
 1998.3!              +*                      !!           .  0  .           !
 1998.4!              +*                      !!           .  0  .           !
 1999.1!            * +                       !!           . 0.  .           !
 1999.2!        +    *                        !!           .  . 0.           !
 1999.3!            +*                        !!           .  .0 .           !
 1999.4!              +                       !!           .  0  .           !
 2000.1!               +     *                !!           .  .  0           !
 2000.2!                     +                !!           .  0  .           !
 2000.3!                     +*               !!           .  0  .           !
 2000.4!                     +*               !!           .  0  .           !
 2001.1!                     +       *        !!           .  .  0           !
 2001.2!                           + *        !!           .  .0 .           !
 2001.3!                           + *        !!           .  .0 .           !
 2001.4!                           +*         !!           .  .0 .           !
 2002.1!                          +     *     !!           .  .  0           !
 2002.2!                             +   *    !!           .  . 0.           !
 2002.3!                              +  *    !!           .  .0 .           !
 2002.4!                              + *     !!           .  .0 .           !
 2003.1!                              +   *   !!           .  . 0.           !
 2003.2!                               +  *   !!           .  .0 .           !
 2003.3!                               +  *   !!           .  .0 .           !
 2003.4!                               +  *   !!           .  .0 .           !
 2004.1!                               +*     !!           .  0  .           !
 2004.2!                               +*     !!           .  .0 .           !
 2004.3!                               +*     !!           .  .0 .           !
 2004.4!                               +*     !!           .  0  .           !
 2005.1!                               +*     !!           .  0  .           !
 2005.2!                               +*     !!           .  .0 .           !
 2005.3!                               +*     !!           .  0  .           !
 2005.4!                               + *    !!           .  .0 .           !
 2006.1!                               *+     !!           .  0  .           !
 2006.2!                             + *      !!           .  .0 .           !
 2006.3!                             + *      !!           .  .0 .           !
 2006.4!                             +*       !!           .  .0 .           !
 2007.1!                            +  *      !!           .  .0 .           !
 2007.2!                            +  *      !!           .  . 0.           !
 2007.3!                             + *      !!           .  .0 .           !
 2007.4!                             + *      !!           .  .0 .           !
 2008.1!                              +  *    !!           .  .0 .           !
 2008.2!                              +  *    !!           .  .0 .           !
 2008.3!                             *+       !!           . 0.  .           !
 2008.4!                           +       *  !!           .  .  .0          !
 2009.1!                              +*      !!           .  0  .           !
 2009.2!                            +*        !!           .  .0 .           !
 2009.3!                            +         !!           .  0  .           !
 2009.4!                           +     *    !!           .  .  0           !
 2010.1!                              +  *    !!           .  .0 .           !
 2010.2!                          *   +       !!           .0 .  .           !
 2010.3!                     *    +           !!           .0 .  .           !
 2010.4!                      +      *        !!           .  .  0           !
 2011.1!                            +     *   !!           .  .  0           !
 2011.2!                             * +      !!           . 0.  .           !
 2011.3!                           +*         !!           .  .0 .           !
 2011.4!                           +     *    !!           .  .  0           !
 2012.1!                              +     * !!           .  .  0           !
 2012.2!                                + *   !!           .  .0 .           !
 2012.3!                              + *     !!           .  .0 .           !
 2012.4!                             +        *!           .  .  .0          !


     23.88 percent of the residuals exceed 1 SE
      4.48 percent of the residuals exceed 2 SE
@@EQ 1634 LAAPEID C LAPEID(-1) PPEID;SMPL 1992.3 2012.4;OLS;EST 1634 PLOT=0;EN
@@EQ 1635 LAATUID C LATUID(-1) PTUID;SMPL 1992.3 2012.4;OLS;EST 1635 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDID=PDPX$/IDPMM;                                                      
 GENR LAAPDID=LOG(AAPDID+.00001);                                             
 GENR LAPDID=LOG(APDID+.00001);                                               
 LHS AAPDID=EXP(LAAPDID)-.00001;                                              
  EQ 1636 LAAPDID C LAPDID(-1) PPDID;                                         
EQUATION 1101  LAAPDID  
   RHS     C  LAPDID(-1)  PPDID  
 SMPL 1987.3 2012.4;                                                          
Sample period is now  1987.3 to  2012.4 Internally:   143 to   244
 OLS;EST 1101 PLOT=0;END;                                                     

Equation number = 1101
**********************

Dependent variable = LAAPDID 

 1987.3 -   2012.4,    0 missing obs.,  102 obs. used.

Mean of dependent variable       -6.432448089

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.535795229       0.594045485  -4.26869     1.000000
13712 LAPDID  ( -1)       0.596505576       0.078449940   7.60365    -6.420333
13710 PPDID   (  0)      -0.045213893       0.223797952  -0.20203     1.479377

SE of equation            =     0.522346152
Sum of squared residuals  =  27.0117048      -0.178541626E-10
Average absolute error    =     0.349670660
Sum of ABS residuals      =  35.6664073    
R squared                 =   0.36969
Durbin-Watson statistic   =   2.04492
SMPL and No. Obs.         = 1987.3   2012.4    102

Plot of actual(*) and fitted(+) values and residuals(0)


 1987.3!                     * +              !!          .  0.   .          !
 1987.4!       *           +                  !!    0     .   .   .          !
 1988.1!          +        *                  !!          .   .   .  0       !
 1988.2!                  +                   !!          .   0   .          !
 1988.3!                 +                    !!          .   0   .          !
 1988.4!                +       *             !!          .   .   . 0        !
 1989.1!                     +    *           !!          .   .   0          !
 1989.2!                      +  *            !!          .   . 0 .          !
 1989.3!                 *   +                !!          .0  .   .          !
 1989.4!                 +   *                !!          .   .   0          !
 1990.1!                   +     *            !!          .   .   .0         !
 1990.2!                     +*               !!          .   .0  .          !
 1990.3!                    +                 !!          .   0   .          !
 1990.4!                  +        *          !!          .   .   .  0       !
 1991.1!                      *+              !!          .   0   .          !
 1991.2!                    +  *              !!          .   . 0 .          !
 1991.3!                   *+                 !!          .   0   .          !
 1991.4!            *     +                   !!          0   .   .          !
 1992.1!              +*                      !!          .   .0  .          !
 1992.2!               +      *               !!          .   .   .0         !
 1992.3!           *        +                 !!       0  .   .   .          !
 1992.4!             +       *                !!          .   .   . 0        !
 1993.1!                   +                  *!          .   .   .          0
 1993.2!                           * +        !!          . 0 .   .          !
 1993.3!                     *+               !!          .  0.   .          !
 1993.4!                   +   *              !!          .   .  0.          !
 1994.1!                    +             *   !!          .   .   .      0   !
 1994.2!                       *  +           !!          .0  .   .          !
 1994.3!                    +           *     !!          .   .   .    0     !
 1994.4!                   *     +            !!         0.   .   .          !
 1995.1!             *    +                   !!          0   .   .          !
 1995.2!            * +                       !!          . 0 .   .          !
 1995.3!             +     *                  !!          .   .   0          !
 1995.4!                  +   *               !!          .   .   0          !
 1996.1!                    +*                !!          .   .0  .          !
 1996.2!       *           +                  !!    0     .   .   .          !
 1996.3!       *  +                           !!          . 0 .   .          !
 1996.4*           +                          !!     0    .   .   .          !
 1997.1!      +    *                          !!          .   .   0          !
 1997.2!            *+                        !!          .  0.   .          !
 1997.3!             + *                      !!          .   .0  .          !
 1997.4!             * +                      !!          .  0.   .          !
 1998.1!           *  +                       !!          .0  .   .          !
 1998.2!          * +                         !!          . 0 .   .          !
 1998.3!         *  +                         !!          . 0 .   .          !
 1998.4!         *  +                         !!          . 0 .   .          !
 1999.1!            +*                        !!          .   .0  .          !
 1999.2!             *+                       !!          .   0   .          !
 1999.3!              +                       !!          .   0   .          !
 1999.4!               +                      !!          .   .0  .          !
 2000.1!          *    +                      !!          0   .   .          !
 2000.2!          *  +                        !!          . 0 .   .          !
 2000.3!           * +                        !!          .  0.   .          !
 2000.4!             +                        !!          .   0   .          !
 2001.1!              +    *                  !!          .   .   0          !
 2001.2!                  +                   !!          .   0   .          !
 2001.3!                 + *                  !!          .   .0  .          !
 2001.4!                 + *                  !!          .   .0  .          !
 2002.1!        *        +                    !!      0   .   .   .          !
 2002.2!        *  +                          !!          . 0 .   .          !
 2002.3!        *  +                          !!          . 0 .   .          !
 2002.4!         * +                          !!          . 0 .   .          !
 2003.1!            + *                       !!          .   . 0 .          !
 2003.2!              *+                      !!          .  0.   .          !
 2003.3!              *+                      !!          .   0   .          !
 2003.4!               +                      !!          .   0   .          !
 2004.1!             * +                      !!          . 0 .   .          !
 2004.2!             *+                       !!          .  0.   .          !
 2004.3!             *+                       !!          .  0.   .          !
 2004.4!             *+                       !!          .  0.   .          !
 2005.1!              +    *                  !!          .   .  0.          !
 2005.2!                  +*                  !!          .   .0  .          !
 2005.3!                * +                   !!          .  0.   .          !
 2005.4!                +   *                 !!          .   .  0.          !
 2006.1!              *    +                  !!          0   .   .          !
 2006.2!               +*                     !!          .   .0  .          !
 2006.3!               *+                     !!          .   0   .          !
 2006.4!               *+                     !!          .   0   .          !
 2007.1!            *   +                     !!          .0  .   .          !
 2007.2!        *     +                       !!         0.   .   .          !
 2007.3!       *   +                          !!          .0  .   .          !
 2007.4!          + *                         !!          .   .0  .          !
 2008.1!             *+                       !!          .   0   .          !
 2008.2!              +*                      !!          .   0   .          !
 2008.3!              *+                      !!          .  0.   .          !
 2008.4!             * +                      !!          .  0.   .          !
 2009.1!              +*                      !!          .   .0  .          !
 2009.2!              *+                      !!          .  0.   .          !
 2009.3!               +  *                   !!          .   . 0 .          !
 2009.4!               * +                    !!          . 0 .   .          !
 2010.1!             * +                      !!          . 0 .   .          !
 2010.2!              +                       !!          .   0   .          !
 2010.3!             * +                      !!          .  0.   .          !
 2010.4!             *+                       !!          .  0.   .          !
 2011.1!              + *                     !!          .   . 0 .          !
 2011.2!               *+                     !!          .  0.   .          !
 2011.3!               +*                     !!          .   .0  .          !
 2011.4!                +                     !!          .   0   .          !
 2012.1!                +                     !!          .   0   .          !
 2012.2!                +*                    !!          .   .0  .          !
 2012.3!                 +                    !!          .   .0  .          !
 2012.4!                *+                    !!          .  0.   .          !


     20.59 percent of the residuals exceed 1 SE
      6.86 percent of the residuals exceed 2 SE
@@EQ 1637 LAARUID C LARUID(-1) PRUID;SMPL 1992.3 2012.4;OLS;EST 1637 PLOT=0;EN
@@EQ 1638 LAAUEID C LAUEID(-1) PUEID;SMPL 1993.4 2012.4;OLS;EST 1638 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PEGID=EGPX$/IDPMM;                                                      
 GENR LAAEGID=LOG(AAEGID+.00001);                                             
 GENR LAEGID=LOG(AEGID+.00001);                                               
 LHS AAEGID=EXP(LAAEGID)-.00001;                                              
  EQ 1639 LAAEGID C LAEGID(-1) PEGID;                                         
EQUATION 1102  LAAEGID  
   RHS     C  LAEGID(-1)  PEGID  
 SMPL 1987.3 2012.4;                                                          
Sample period is now  1987.3 to  2012.4 Internally:   143 to   244
 OLS;EST 1102 PLOT=0;END;                                                     

Equation number = 1102
**********************

Dependent variable = LAAEGID 

 1987.3 -   2012.4,    0 missing obs.,  102 obs. used.

Mean of dependent variable       -6.510484134

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.423828251       0.848774000  -1.67751     1.000000
13715 LAEGID  ( -1)       0.740175521       0.069776981  10.60773    -6.542928
13713 PEGID   (  0)      -0.164759040       0.577448990  -0.28532     1.479377

SE of equation            =     1.286677170
Sum of squared residuals  =  163.898276       0.522959454E-11
Average absolute error    =     0.814784227
Sum of ABS residuals      =  83.1079912    
R squared                 =   0.55949
Durbin-Watson statistic   =   2.43638
SMPL and No. Obs.         = 1987.3   2012.4    102

Plot of actual(*) and fitted(+) values and residuals(0)


 1987.3!     *            +                   !!       0  .   .   .          !
 1987.4!     *     +                          !!          0   .   .          !
 1988.1!           +              *           !!          .   .   .   0      !
 1988.2*                          +           !0          .   .   .          !
 1988.3!*     +                               !!          .0  .   .          !
 1988.4!    *  +                              !!          . 0 .   .          !
 1989.1!          +        *                  !!          .   .   .0         !
 1989.2!        *            +                !!       0  .   .   .          !
 1989.3!    *        +                        !!         0.   .   .          !
 1989.4!       *  +                           !!          . 0 .   .          !
 1990.1!   *        +                         !!         0.   .   .          !
 1990.2!   *      +                           !!          0   .   .          !
 1990.3!         +    *                       !!          .   .  0.          !
 1990.4!             *    +                   !!          .0  .   .          !
 1991.1!                 +     *              !!          .   .  0.          !
 1991.2!                        +  *          !!          .   . 0 .          !
 1991.3!                          *+          !!          .  0.   .          !
 1991.4!                          +           !!          .   0   .          !
 1992.1!*                         +           !!0         .   .   .          !
 1992.2!       +                 *            !!          .   .   .     0    !
 1992.3!                         +*           !!          .   0   .          !
 1992.4!   *                      +           !! 0        .   .   .          !
 1993.1!         +          *                 !!          .   .   . 0        !
 1993.2!                     +       *        !!          .   .   0          !
 1993.3!                            +*        !!          .   0   .          !
 1993.4!          *                 +         !!    0     .   .   .          !
 1994.1!              +        *              !!          .   .   .0         !
 1994.2!                        +   *         !!          .   . 0 .          !
 1994.3!                            +*        !!          .   .0  .          !
 1994.4!                            +         !!          .   0   .          !
 1995.1!                          * +         !!          .  0.   .          !
 1995.2!                         *+           !!          .  0.   .          !
 1995.3!             *            +           !!       0  .   .   .          !
 1995.4!                 +           *        !!          .   .   .  0       !
 1996.1!        *                   +         !!   0      .   .   .          !
 1996.2!  *          +                        !!        0 .   .   .          !
 1996.3!        +          *                  !!          .   .   . 0        !
 1996.4!                     +*               !!          .   .0  .          !
 1997.1!          *            +              !!       0  .   .   .          !
 1997.2!              +           *           !!          .   .   .  0       !
 1997.3!                     *    +           !!          .0  .   .          !
 1997.4!                      +   *           !!          .   . 0 .          !
 1998.1!                      *   +           !!          . 0 .   .          !
 1998.2!                       +              !!          .   0   .          !
 1998.3!                     *  +             !!          .  0.   .          !
 1998.4!                      +*              !!          .   .0  .          !
 1999.1!                        +  *          !!          .   . 0 .          !
 1999.2!                          +  *        !!          .   .0  .          !
 1999.3!                            +         !!          .   0   .          !
 1999.4!                            + *       !!          .   .0  .          !
 2000.1!                             +        !!          .   0   .          !
 2000.2!                            + *       !!          .   .0  .          !
 2000.3!                             +*       !!          .   0   .          !
 2000.4!                             +*       !!          .   0   .          !
 2001.1!                             +     *  !!          .   .  0.          !
 2001.2!                                 +*   !!          .   .0  .          !
 2001.3!                                 +*   !!          .   .0  .          !
 2001.4!                                +*    !!          .   .0  .          !
 2002.1!                               +     *!!          .   .  0.          !
 2002.2!                                  +  *!!          .   .0  .          !
 2002.3!                                  + * !!          .   .0  .          !
 2002.4!                                  +*  !!          .   .0  .          !
 2003.1!                                 +   *!!          .   . 0 .          !
 2003.2!                                  + * !!          .   .0  .          !
 2003.3!                                  +*  !!          .   .0  .          !
 2003.4!                                 + *  !!          .   .0  .          !
 2004.1!                                 +*   !!          .   0   .          !
 2004.2!                                + *   !!          .   .0  .          !
 2004.3!                                +*    !!          .   .0  .          !
 2004.4!                                +*    !!          .   .0  .          !
 2005.1!                                +*    !!          .   .0  .          !
 2005.2!                                +*    !!          .   .0  .          !
 2005.3!                                + *   !!          .   .0  .          !
 2005.4!                                +   * !!          .   . 0 .          !
 2006.1!                                  +   *!          .   . 0 .          !
 2006.2!                                   +  *!          .   .0  .          !
 2006.3!                                   + *!!          .   .0  .          !
 2006.4!                                  +  *!!          .   .0  .          !
 2007.1!                                  +  *!!          .   . 0 .          !
 2007.2!                                   + *!!          .   .0  .          !
 2007.3!                                  + * !!          .   .0  .          !
 2007.4!                                  +  *!!          .   . 0 .          !
 2008.1!                                   +  !!          .   0   .          !
 2008.2!                                 + *  !!          .   .0  .          !
 2008.3!                                 +  * !!          .   . 0 .          !
 2008.4!                                  +*  !!          .   .0  .          !
 2009.1!                                 +   *!!          .   . 0 .          !
 2009.2!                                  + * !!          .   .0  .          !
 2009.3!                                  +   !!          .   0   .          !
 2009.4!                                +*    !!          .   .0  .          !
 2010.1!                                +  *  !!          .   . 0 .          !
 2010.2!                                 +    !!          .   0   .          !
 2010.3!                               +      !!          .   0   .          !
 2010.4!                              + *     !!          .   .0  .          !
 2011.1!                               + *    !!          .   .0  .          !
 2011.2!                               +    * !!          .   .  0.          !
 2011.3!                                  + * !!          .   .0  .          !
 2011.4!                                  + * !!          .   .0  .          !
 2012.1!                                  +   !!          .   0   .          !
 2012.2!                                +   * !!          .   . 0 .          !
 2012.3!                                 +*   !!          .   .0  .          !
 2012.4!                                + *   !!          .   .0  .          !


     20.59 percent of the residuals exceed 1 SE
      5.88 percent of the residuals exceed 2 SE
@EQ  1640 LAAISID C LAISID(-1) PISID;SMPL 1966.1 2012.4;OLS;EST 1640 PLOT=0;EN
@EQ  1641 LAAKEID C LAKEID(-1) PKEID;SMPL 1985.2 2012.4;OLS;EST 1641 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBAID=BAPX$/IDPMM;                                                      
 GENR LAABAID=LOG(AABAID+.00001);                                             
 GENR LABAID=LOG(ABAID+.00001);                                               
 LHS AABAID=EXP(LAABAID)-.00001;                                              
  EQ 1642 LAABAID C LABAID(-1) PBAID;                                         
EQUATION 1103  LAABAID  
   RHS     C  LABAID(-1)  PBAID  
 SMPL 1978.1 2012.4;                                                          
Sample period is now  1978.1 to  2012.4 Internally:   105 to   244
 OLS;EST 1103 PLOT=0;END;                                                     

Equation number = 1103
**********************

Dependent variable = LAABAID 

 1978.1 -   2012.4,    0 missing obs.,  140 obs. used.

Mean of dependent variable       -7.296164807

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.681675503       0.536776302  -6.85886     1.000000
13718 LABAID  ( -1)       0.489853665       0.072814604   6.72741    -7.320842
13716 PBAID   (  0)      -0.016686070       0.148066399  -0.11269     1.698892

SE of equation            =     0.636302390
Sum of squared residuals  =  55.4686601       0.208713047E-10
Average absolute error    =     0.467620704
Sum of ABS residuals      =  65.4668986    
R squared                 =   0.26032
Durbin-Watson statistic   =   2.06350
SMPL and No. Obs.         = 1978.1   2012.4    140

Plot of actual(*) and fitted(+) values and residuals(0)


 1978.1!        +      *                      !!         .    .   0.         !
 1978.2*                   +                  !! 0       .    .    .         !
 1978.3!           +                          !!         .    0    .         !
 1978.4!       *         +                    !!        0.    .    .         !
 1979.1!        *      +                      !!         .0   .    .         !
 1979.2!               +*                     !!         .    0    .         !
 1979.3!                   +                  *!         .    .    .      0  !
 1979.4!                *             +       !!     0   .    .    .         !
 1980.1!*                  +                  !! 0       .    .    .         !
 1980.2!           +      *                   !!         .    .    0         !
 1980.3!                     +*               !!         .    .0   .         !
 1980.4!                      +    *          !!         .    .  0 .         !
 1981.1!                         +   *        !!         .    .  0 .         !
 1981.2!                          +          *!!         .    .    . 0       !
 1981.3!              *               +       !!    0    .    .    .         !
 1981.4!     *            +                   !!      0  .    .    .         !
 1982.1!              +*                      !!         .    .0   .         !
 1982.2!                   +           *      !!         .    .    .  0      !
 1982.3!                      *    +          !!         . 0  .    .         !
 1982.4!                       +           *  !!         .    .    .  0      !
 1983.1!                     *      +         !!         0    .    .         !
 1983.2!         *            +               !!      0  .    .    .         !
 1983.3!                +*                    !!         .    .0   .         !
 1983.4!                *   +                 !!         . 0  .    .         !
 1984.1!                   +           *      !!         .    .    . 0       !
 1984.2!                          +*          !!         .    0    .         !
 1984.3!                         +  *         !!         .    . 0  .         !
 1984.4!                         + *          !!         .    .0   .         !
 1985.1!                        +          *  !!         .    .    . 0       !
 1985.2!                           * +        !!         .   0.    .         !
 1985.3! *                       +            !0         .    .    .         !
 1985.4!            +              *          !!         .    .    .    0    !
 1986.1!              *          +            !!       0 .    .    .         !
 1986.2!        *         +                   !!        0.    .    .         !
 1986.3!                +*                    !!         .    .0   .         !
 1986.4!                    +                 !!         .    0    .         !
 1987.1!                  *  +                !!         .  0 .    .         !
 1987.2!                    +     *           !!         .    .  0 .         !
 1987.3!             *          +             !!       0 .    .    .         !
 1987.4!                  +*                  !!         .    .0   .         !
 1988.1!                  *  +                !!         .  0 .    .         !
 1988.2!              *      +                !!         0    .    .         !
 1988.3!               *  +                   !!         .  0 .    .         !
 1988.4!         *         +                  !!        0.    .    .         !
 1989.1!                +                     !!         .    0    .         !
 1989.2!               *   +                  !!         . 0  .    .         !
 1989.3!                  *+                  !!         .   0.    .         !
 1989.4!                 *  +                 !!         .  0 .    .         !
 1990.1!                   *+                 !!         .   0.    .         !
 1990.2!                     +          *     !!         .    .    . 0       !
 1990.3!                          *+          !!         .   0.    .         !
 1990.4!            *           +             !!      0  .    .    .         !
 1991.1!                 +        *           !!         .    .    .0        !
 1991.2!                         +       *    !!         .    .    .0        !
 1991.3!                         *  +         !!         .  0 .    .         !
 1991.4!             *          +             !!       0 .    .    .         !
 1992.1!     *            +                   !!     0   .    .    .         !
 1992.2!   *          +                       !!       0 .    .    .         !
 1992.3!             +*                       !!         .    .0   .         !
 1992.4!  *                +                  !!   0     .    .    .         !
 1993.1!            + *                       !!         .    .0   .         !
 1993.2!                * +                   !!         .  0 .    .         !
 1993.3!                   +                  !!         .    0    .         !
 1993.4!                 *   +                !!         .  0 .    .         !
 1994.1!                    +      *          !!         .    .   0.         !
 1994.2!                    *    +            !!         . 0  .    .         !
 1994.3!                    *+                !!         .   0.    .         !
 1994.4!                   *  +               !!         .   0.    .         !
 1995.1!                     +        *       !!         .    .    .0        !
 1995.2!                    *     +           !!         .0   .    .         !
 1995.3!                     +     *          !!         .    .   0.         !
 1995.4!                    *    +            !!         . 0  .    .         !
 1996.1!           *         +                !!       0 .    .    .         !
 1996.2!              *  +                    !!         .  0 .    .         !
 1996.3!                  +*                  !!         .    0    .         !
 1996.4!                     +*               !!         .    0    .         !
 1997.1!                  *   +               !!         . 0  .    .         !
 1997.2!                    +                 !!         .    0    .         !
 1997.3!                     +     *          !!         .    .  0 .         !
 1997.4!                        *+            !!         .   0.    .         !
 1998.1!                       +              !!         .    0    .         !
 1998.2!                       +    *         !!         .    .  0 .         !
 1998.3!                         +    *       !!         .    .  0 .         !
 1998.4!                     *    +           !!         . 0  .    .         !
 1999.1!                  *   +               !!         .  0 .    .         !
 1999.2!                    +  *              !!         .    . 0  .         !
 1999.3!                       +     *        !!         .    .   0.         !
 1999.4!                       *  +           !!         .  0 .    .         !
 2000.1!                       +*             !!         .    .0   .         !
 2000.2!                        +     *       !!         .    .   0.         !
 2000.3!                          +           !!         .    0    .         !
 2000.4!                       *+             !!         .   0.    .         !
 2001.1!                       +        *     !!         .    .    .0        !
 2001.2!                            + *       !!         .    . 0  .         !
 2001.3!                           +  *       !!         .    . 0  .         !
 2001.4!                        * +           !!         .   0.    .         !
 2002.1!                      *+              !!         .   0.    .         !
 2002.2!                       +*             !!         .    .0   .         !
 2002.3!                     *  +             !!         .  0 .    .         !
 2002.4!                      +   *           !!         .    .  0 .         !
 2003.1!                        +             !!         .    0    .         !
 2003.2!                       +   *          !!         .    . 0  .         !
 2003.3!                         +            !!         .    0    .         !
 2003.4!                        +*            !!         .    .0   .         !
 2004.1!                     *  +             !!         .  0 .    .         !
 2004.2!                      + *             !!         .    .0   .         !
 2004.3!                        +    *        !!         .    .   0.         !
 2004.4!                        * +           !!         .  0 .    .         !
 2005.1!                       +   *          !!         .    .  0 .         !
 2005.2!                         +     *      !!         .    .   0.         !
 2005.3!                           + *        !!         .    .0   .         !
 2005.4!                          +   *       !!         .    . 0  .         !
 2006.1!                          +   *       !!         .    . 0  .         !
 2006.2!                          +  *        !!         .    . 0  .         !
 2006.3!                          +   *       !!         .    . 0  .         !
 2006.4!                         *+           !!         .   0.    .         !
 2007.1!                        +   *         !!         .    .  0 .         !
 2007.2!                         +  *         !!         .    . 0  .         !
 2007.3!                         +  *         !!         .    . 0  .         !
 2007.4!                          + *         !!         .    .0   .         !
 2008.1!                         +     *      !!         .    .  0 .         !
 2008.2!                           + *        !!         .    . 0  .         !
 2008.3!                          +    *      !!         .    .  0 .         !
 2008.4!                          *+          !!         .    0    .         !
 2009.1!                        + *           !!         .    .0   .         !
 2009.2!                        +   *         !!         .    . 0  .         !
 2009.3!                         +  *         !!         .    . 0  .         !
 2009.4!                         +      *     !!         .    .   0.         !
 2010.1!                           +*         !!         .    .0   .         !
 2010.2!                        *+            !!         .   0.    .         !
 2010.3!                       +    *         !!         .    .  0 .         !
 2010.4!                          +   *       !!         .    .  0 .         !
 2011.1!                          +      *    !!         .    .    0         !
 2011.2!                            +   *     !!         .    . 0  .         !
 2011.3!                           +     *    !!         .    .   0.         !
 2011.4!                            +         !!         .    0    .         !
 2012.1!                         +     *      !!         .    .   0.         !
 2012.2!                           +     *    !!         .    .   0.         !
 2012.3!                            +*        !!         .    .0   .         !
 2012.4!                          +     *     !!         .    .   0.         !


     23.57 percent of the residuals exceed 1 SE
      5.00 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKID=HKPX$/IDPMM;                                                      
 GENR LAAHKID=LOG(AAHKID+.00001);                                             
 GENR LAHKID=LOG(AHKID+.00001);                                               
 LHS AAHKID=EXP(LAAHKID)-.00001;                                              
  EQ 1643 LAAHKID C LAHKID(-1) PHKID;                                         
EQUATION 1104  LAAHKID  
   RHS     C  LAHKID(-1)  PHKID  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1104 PLOT=0;END;                                                     

Equation number = 1104
**********************

Dependent variable = LAAHKID 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.196899802

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.036739910       0.058237885  -0.63086     1.000000
13721 LAHKID  ( -1)       0.975669828       0.014324839  68.11035    -5.223247
13719 PHKID   (  0)      -0.034583544       0.045351621  -0.76256     1.850459

SE of equation            =     0.205753421
Sum of squared residuals  =  7.83187701       0.430278035E-11
Average absolute error    =     0.148487415
Sum of ABS residuals      =  27.9156341    
R squared                 =   0.98339
Durbin-Watson statistic   =   2.76974
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*+                                     !!          0   .   .          !
 1966.2*+                                     !!          .   0   .          !
 1966.3*+                                     !!          . 0 .   .          !
 1966.4!+                                     !!          .   0   .          !
 1967.1*+                                     !!          .0  .   .          !
 1967.2!+                                     !!          .   0   .          !
 1967.3!+                                     !!          .  0.   .          !
 1967.4!+                                     !!          .   0   .          !
 1968.1!*+                                    !!          . 0 .   .          !
 1968.2! +                                    !!          .   0   .          !
 1968.3! +                                    !!          .   0   .          !
 1968.4!  +                                   !!          .   0   .          !
 1969.1!  + *                                 !!          .   .  0.          !
 1969.2!  * +                                 !!          0   .   .          !
 1969.3!  *+                                  !!          . 0 .   .          !
 1969.4!   +                                  !!          .   0   .          !
 1970.1!    +  *                              !!          .   .   .    0     !
 1970.2!        +                             !!          .   0   .          !
 1970.3!       *+                             !!          .0  .   .          !
 1970.4!      *+                              !!          .0  .   .          !
 1971.1!      +    *                          !!          .   .   .     0    !
 1971.2!          *+                          !!          . 0 .   .          !
 1971.3!         * +                          !!          .0  .   .          !
 1971.4!         *+                           !!          . 0 .   .          !
 1972.1!        *+                            !!          0   .   .          !
 1972.2!        +                             !!          .  0.   .          !
 1972.3!        +                             !!          .   0   .          !
 1972.4!        +                             !!          . 0 .   .          !
 1973.1!        +                             !!          .   .0  .          !
 1973.2!       * +                            !!          0   .   .          !
 1973.3!       +                              !!          .  0.   .          !
 1973.4!    *  +                              !!      0   .   .   .          !
 1974.1!    + *                               !!          .   .   . 0        !
 1974.2!    * +                               !!         0.   .   .          !
 1974.3!     +                                !!          .   0   .          !
 1974.4!   * +                                !!         0.   .   .          !
 1975.1!    + *                               !!          .   .   . 0        !
 1975.2!       +                              !!          .   .0  .          !
 1975.3!        +                             !!          .   0   .          !
 1975.4!       * +                            !!          0   .   .          !
 1976.1!       *+                             !!          . 0 .   .          !
 1976.2!       +     *                        !!          .   .   .        0 !
 1976.3!       *     +                        !0          .   .   .          !
 1976.4!        +    *                        !!          .   .   .         0!
 1977.1!            *+                        !!          0   .   .          !
 1977.2!            +                         !!          . 0 .   .          !
 1977.3!            +  *                      !!          .   .   .  0       !
 1977.4!               + *                    !!          .   .   0          !
 1978.1!                 +  *                 !!          .   .   . 0        !
 1978.2!                    +                 !!          .   0   .          !
 1978.3!                    + *               !!          .   .  0.          !
 1978.4!                      + *             !!          .   .   . 0        !
 1979.1!                      * +             !!         0.   .   .          !
 1979.2!                     * +              !!          .0  .   .          !
 1979.3!                      +*              !!          .   .  0.          !
 1979.4!                      *+              !!          .0  .   .          !
 1980.1!                      +               !!          .  0.   .          !
 1980.2!                      +*              !!          .   .0  .          !
 1980.3!                       +              !!          .   .0  .          !
 1980.4!                      * +             !!          0   .   .          !
 1981.1!                   *   +              !!     0    .   .   .          !
 1981.2!                   + *                !!          .   .   .0         !
 1981.3!                    *+                !!          .0  .   .          !
 1981.4!                    +                 !!          .   0   .          !
 1982.1!                   * +                !!          0   .   .          !
 1982.2!                   + *                !!          .   .   0          !
 1982.3!                     +*               !!          .   . 0 .          !
 1982.4!                      +               !!          .   0   .          !
 1983.1!                      +*              !!          .   .  0.          !
 1983.2!                       *+             !!          . 0 .   .          !
 1983.3!                       +              !!          .   0   .          !
 1983.4!                      *+              !!         0.   .   .          !
 1984.1!                      + *             !!          .   .   .0         !
 1984.2!                        +             !!          .  0.   .          !
 1984.3!                        +             !!          .   .0  .          !
 1984.4!                      * +             !!         0.   .   .          !
 1985.1!                      +  *            !!          .   .   .  0       !
 1985.2!                        *+            !!          .0  .   .          !
 1985.3!                      * +             !!         0.   .   .          !
 1985.4!                      +    *          !!          .   .   .      0   !
 1986.1!                          *+          !!          .0  .   .          !
 1986.2!                          +*          !!          .   .  0.          !
 1986.3!                         * +          !!         0.   .   .          !
 1986.4!                         +*           !!          .   .  0.          !
 1987.1!                          *+          !!          . 0 .   .          !
 1987.2!                          +           !!          .  0.   .          !
 1987.3!                          +           !!          .   .0  .          !
 1987.4!                           +          !!          .   .0  .          !
 1988.1!                           +*         !!          .   . 0 .          !
 1988.2!                            +         !!          .  0.   .          !
 1988.3!                          * +         !!          0   .   .          !
 1988.4!                          +*          !!          .   .0  .          !
 1989.1!                           +*         !!          .   . 0 .          !
 1989.2!                            +         !!          .   0   .          !
 1989.3!                           *+         !!          . 0 .   .          !
 1989.4!                            +         !!          .   .0  .          !
 1990.1!                            +         !!          .  0.   .          !
 1990.2!                            +         !!          .   0   .          !
 1990.3!                            +*        !!          .   .0  .          !
 1990.4!                             +*       !!          .   .  0.          !
 1991.1!                           *  +       !!        0 .   .   .          !
 1991.2!                           +          !!          .   0   .          !
 1991.3!                          *+          !!          . 0 .   .          !
 1991.4!                           +*         !!          .   .   0          !
 1992.1!                           *+         !!          0   .   .          !
 1992.2!                           +          !!          .   . 0 .          !
 1992.3!                            +*        !!          .   . 0 .          !
 1992.4!                             +*       !!          .   .   0          !
 1993.1!                           *  +       !!        0 .   .   .          !
 1993.2!                            +*        !!          .   .  0.          !
 1993.3!                             +        !!          .   0   .          !
 1993.4!                            *+        !!          . 0 .   .          !
 1994.1!                           *+         !!          . 0 .   .          !
 1994.2!                           + *        !!          .   .   0          !
 1994.3!                             +        !!          .   .0  .          !
 1994.4!                             + *      !!          .   .   . 0        !
 1995.1!                               +      !!          .  0.   .          !
 1995.2!                               +*     !!          .   . 0 .          !
 1995.3!                                +*    !!          .   . 0 .          !
 1995.4!                              *  +    !!        0 .   .   .          !
 1996.1!                              +*      !!          .   .0  .          !
 1996.2!                              *+      !!          . 0 .   .          !
 1996.3!                             *+       !!          . 0 .   .          !
 1996.4!                             +*       !!          .   . 0 .          !
 1997.1!                            * +       !!          0   .   .          !
 1997.2!                            +*        !!          .   . 0 .          !
 1997.3!                            *+        !!          . 0 .   .          !
 1997.4!                            +*        !!          .   .0  .          !
 1998.1!                            *+        !!          . 0 .   .          !
 1998.2!                            +         !!          .   0   .          !
 1998.3!                           *+         !!          .0  .   .          !
 1998.4!                           +  *       !!          .   .   .  0       !
 1999.1!                             *+       !!          .  0.   .          !
 1999.2!                             + *      !!          .   .   . 0        !
 1999.3!                               +      !!          .  0.   .          !
 1999.4!                               + *    !!          .   .   . 0        !
 2000.1!                                 + *  !!          .   .   0          !
 2000.2!                                  *+  !!          .0  .   .          !
 2000.3!                                 +    !!          .   0   .          !
 2000.4!                                 +*   !!          .   .0  .          !
 2001.1!                                  +   !!          .   .0  .          !
 2001.2!                                  +*  !!          .   . 0 .          !
 2001.3!                                  *+  !!          .  0.   .          !
 2001.4!                                  +   !!          .   0   .          !
 2002.1!                                  +   !!          .   0   .          !
 2002.2!                                  +   !!          .   0   .          !
 2002.3!                                  +   !!          .   0   .          !
 2002.4!                                  + * !!          .   .   .0         !
 2003.1!                                   *+ !!         0.   .   .          !
 2003.2!                                   +  !!          .   . 0 .          !
 2003.3!                                   +  !!          .   0   .          !
 2003.4!                                   + *!!          .   .   0          !
 2004.1!                                   * +!!          0   .   .          !
 2004.2!                                   *+ !!          .   0   .          !
 2004.3!                                   +  !!          . 0 .   .          !
 2004.4!                                   +  !!          .   . 0 .          !
 2005.1!                                    + !!          .   .0  .          !
 2005.2!                                    + !!          .   0   .          !
 2005.3!                                    + !!          .  0.   .          !
 2005.4!                                   *+ !!          .  0.   .          !
 2006.1!                                  * + !!          0   .   .          !
 2006.2!                                  +   !!          .  0.   .          !
 2006.3!                                 *+   !!          .0  .   .          !
 2006.4!                                 +    !!          .   . 0 .          !
 2007.1!                                * +   !!          .0  .   .          !
 2007.2!                                 +    !!          .   . 0 .          !
 2007.3!                                 +*   !!          .   . 0 .          !
 2007.4!                                  + * !!          .   .   0          !
 2008.1!                                    +*!!          .   . 0 .          !
 2008.2!                                    *+!!          .  0.   .          !
 2008.3!                                   *+ !!          .0  .   .          !
 2008.4!                                   +* !!          .   . 0 .          !
 2009.1!                                    + !!          .   0   .          !
 2009.2!                                    + !!          .  0.   .          !
 2009.3!                                   *+ !!          .   0   .          !
 2009.4!                                   + *!!          .   .   0          !
 2010.1!                                    *+!!          . 0 .   .          !
 2010.2!                                    +*!!          .   .0  .          !
 2010.3!                                     +!!          .   0   .          !
 2010.4!                                     +*!          .   . 0 .          !
 2011.1!                                      +!          .   .0  .          !
 2011.2!                                     *+!          . 0 .   .          !
 2011.3!                                     +!!          .  0.   .          !
 2011.4!                                     +*!          .   .0  .          !
 2012.1!                                    *+!!          0   .   .          !
 2012.2!                                    + !!          .   0   .          !
 2012.3!                                   *+ !!          . 0 .   .          !
 2012.4!                                   +* !!          .   . 0 .          !


     25.53 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ  1644 LAASIID C LASIID(-1) PSIID;SMPL 1968.3 2012.4;OLS;EST 1644 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PVIID=VIPX$/IDPMM;                                                      
 GENR LAAVIID=LOG(AAVIID+.00001);                                             
 GENR LAVIID=LOG(AVIID+.00001);                                               
 LHS AAVIID=EXP(LAAVIID)-.00001;                                              
  EQ 1645 LAAVIID C LAVIID(-1) PVIID;                                         
EQUATION 1105  LAAVIID  
   RHS     C  LAVIID(-1)  PVIID  
 SMPL 1988.3 2012.4;                                                          
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
 OLS;EST 1105 PLOT=0;END;                                                     

Equation number = 1105
**********************

Dependent variable = LAAVIID 

 1988.3 -   2012.4,    0 missing obs.,   98 obs. used.

Mean of dependent variable       -7.297185574

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.372636882       0.587684503  -2.33567     1.000000
13724 LAVIID  ( -1)       0.708962940       0.079565583   8.91042    -7.326516
13722 PVIID   (  0)      -0.491480947       0.388901188  -1.26377     1.485959

SE of equation            =     0.779954581
Sum of squared residuals  =  57.7912691       0.943245482E-12
Average absolute error    =     0.506303411
Sum of ABS residuals      =  49.6177343    
R squared                 =   0.56293
Durbin-Watson statistic   =   2.15114
SMPL and No. Obs.         = 1988.3   2012.4     98

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.3!              *    +                  !!          .0  .   .          !
 1988.4!                 + *                  !!          .   . 0 .          !
 1989.1!    *               +                 !!   0      .   .   .          !
 1989.2!     *   +                            !!          .0  .   .          !
 1989.3!          +                *          !!          .   .   .       0  !
 1989.4!                          +           !!          .   0   .          !
 1990.1!                   *     +            !!          0   .   .          !
 1990.2!                    +        *        !!          .   .   . 0        !
 1990.3!                         * +          !!          .  0.   .          !
 1990.4!             *           +            !!      0   .   .   .          !
 1991.1!               *+                     !!          .  0.   .          !
 1991.2!                 +   *                !!          .   .  0.          !
 1991.3!*                    +                !0          .   .   .          !
 1991.4!      +     *                         !!          .   .   0          !
 1992.1!               + *                    !!          .   .0  .          !
 1992.2!                  +           *       !!          .   .   .    0     !
 1992.3!               *            +         !!     0    .   .   .          !
 1992.4!               * +                    !!          .  0.   .          !
 1993.1!                +     *               !!          .   .   0          !
 1993.2!                     +  *             !!          .   . 0 .          !
 1993.3!                  *    +              !!          0   .   .          !
 1993.4!                  + *                 !!          .   .0  .          !
 1994.1!              *     +                 !!         0.   .   .          !
 1994.2!               +          *           !!          .   .   .   0      !
 1994.3!             *           +            !!      0   .   .   .          !
 1994.4*               +                      !!   0      .   .   .          !
 1995.1!   * +                                !!          . 0 .   .          !
 1995.2!         +     *                      !!          .   .   .0         !
 1995.3!                 + *                  !!          .   .0  .          !
 1995.4!              *     +                 !!         0.   .   .          !
 1996.1!         *      +                     !!         0.   .   .          !
 1996.2!            +   *                     !!          .   .  0.          !
 1996.3!             *   +                    !!          .0  .   .          !
 1996.4!           *   +                      !!          .0  .   .          !
 1997.1!         *   +                        !!          .0  .   .          !
 1997.2!           +                          !!          .   0   .          !
 1997.3!             +      *                 !!          .   .   .0         !
 1997.4!              *     +                 !!          0   .   .          !
 1998.1!               +                      !!          .   0   .          !
 1998.2!              *+                      !!          .  0.   .          !
 1998.3!              *+                      !!          .  0.   .          !
 1998.4!              *+                      !!          .   0   .          !
 1999.1!             * +                      !!          .  0.   .          !
 1999.2!             +  *                     !!          .   . 0 .          !
 1999.3!                +                     !!          .   0   .          !
 1999.4!                 +                    !!          .   0   .          !
 2000.1!                  +    *              !!          .   .   0          !
 2000.2!                       +*             !!          .   .0  .          !
 2000.3!                       + *            !!          .   .0  .          !
 2000.4!                        +*            !!          .   .0  .          !
 2001.1!                        +             !!          .   0   .          !
 2001.2!                        +*            !!          .   .0  .          !
 2001.3!                         +            !!          .   0   .          !
 2001.4!                        +             !!          .   0   .          !
 2002.1!                       +*             !!          .   0   .          !
 2002.2!                       + *            !!          .   .0  .          !
 2002.3!                         +            !!          .   0   .          !
 2002.4!                         +            !!          .   0   .          !
 2003.1!                    *    +            !!          .0  .   .          !
 2003.2!                    * +               !!          .  0.   .          !
 2003.3!                    * +               !!          .  0.   .          !
 2003.4!                    * +               !!          .  0.   .          !
 2004.1!                     +   *            !!          .   . 0 .          !
 2004.2!                         +            !!          .   0   .          !
 2004.3!                         +*           !!          .   0   .          !
 2004.4!                         *+           !!          .  0.   .          !
 2005.1!                        *+            !!          .  0.   .          !
 2005.2!                         +            !!          .   0   .          !
 2005.3!                         +            !!          .   0   .          !
 2005.4!                         *+           !!          .   0   .          !
 2006.1!                         *+           !!          .  0.   .          !
 2006.2!                        +*            !!          .   0   .          !
 2006.3!                         +            !!          .   0   .          !
 2006.4!                        *+            !!          .  0.   .          !
 2007.1!                        +             !!          .   0   .          !
 2007.2!                       +*             !!          .   0   .          !
 2007.3!                        +             !!          .   0   .          !
 2007.4!                        +             !!          .   0   .          !
 2008.1!                        *+            !!          .   0   .          !
 2008.2!                        +    *        !!          .   .   0          !
 2008.3!                            +*        !!          .   .0  .          !
 2008.4!                           + *        !!          .   .0  .          !
 2009.1!                           +          !!          .   0   .          !
 2009.2!                          + *         !!          .   . 0 .          !
 2009.3!                           + *        !!          .   . 0 .          !
 2009.4!                            +  *      !!          .   . 0 .          !
 2010.1!                             + *      !!          .   .0  .          !
 2010.2!                             +   *    !!          .   .  0.          !
 2010.3!                               + *    !!          .   . 0 .          !
 2010.4!                               +   *  !!          .   .  0.          !
 2011.1!                                +*    !!          .   0   .          !
 2011.2!                              +    *  !!          .   .  0.          !
 2011.3!                               +     *!!          .   .   0          !
 2011.4!                                 +    *!          .   .   0          !
 2012.1!                                  + * !!          .   .0  .          !
 2012.2!                                +   * !!          .   .  0.          !
 2012.3!                                +    *!!          .   .  0.          !
 2012.4!                                 +    *!          .   .   0          !


     18.37 percent of the residuals exceed 1 SE
      9.18 percent of the residuals exceed 2 SE
@@EQ 1646 LAANIID C LANIID(-1) PNIID;SMPL 1987.3 2012.4;OLS;EST 1646 PLOT=0;EN
@@EQ 1647 LAAALID C LAALID(-1) PALID;SMPL 1999.3 2012.4;OLS;EST 1647 PLOT=0;EN
@@EQ 1648 LAAIAID C LAIAID(-1) PIAID;SMPL 1987.3 2012.4;OLS;EST 1648 PLOT=0;EN
@@EQ 1649 LAAINID C LAINID(-1) PINID;SMPL 1981.3 2012.4;OLS;EST 1649 PLOT=0;EN
@@EQ 1650 LAAIQID C LAIQID(-1) PIQID;SMPL 1997.4 2012.4;OLS;EST 1650 PLOT=0;EN
@@EQ 1651 LAAKUID C LAKUID(-1) PKUID;SMPL 1973.3 2012.4;OLS;EST 1651 PLOT=0;EN
@@EQ 1652 LAALIID C LALIID(-1) PLIID;SMPL 1995.1 2012.4;OLS;EST 1652 PLOT=0;EN
@@EQ 1653 LAAUAID C LAUAID(-1) PUAID;SMPL 1983.3 2012.4;OLS;EST 1653 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSMA=USPX$/MAPMM;                                                      
 GENR LAAUSMA=LOG(AAUSMA+.00001);                                             
 GENR LAUSMA=LOG(AUSMA+.00001);                                               
 LHS AAUSMA=EXP(LAAUSMA)-.00001;                                              
  EQ 1654 LAAUSMA C LAUSMA(-1) PUSMA;                                         
EQUATION 1106  LAAUSMA  
   RHS     C  LAUSMA(-1)  PUSMA  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1106 PLOT=0;END;                                                     

Equation number = 1106
**********************

Dependent variable = LAAUSMA 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -2.193632328

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.020553182       0.080233339  -0.25617     1.000000
13727 LAUSMA  ( -1)       0.889259961       0.036657751  24.25844    -2.194085
13725 PUSMA   (  0)      -0.211350560       0.112526629  -1.87823     1.050232

SE of equation            =     0.134579157
Sum of squared residuals  =  3.29630199       0.461986005E-11
Average absolute error    =     0.096957821
Sum of ABS residuals      =  17.9371968    
R squared                 =   0.88950
Durbin-Watson statistic   =   2.28052
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!        *   +                         !!        0 .   .   .          !
 1967.1!        +  *                          !!          .   .   0          !
 1967.2!      *    +                          !!       0  .   .   .          !
 1967.3!      + *                             !!          .   .  0.          !
 1967.4!       +        *                     !!          .   .   .        0 !
 1968.1!             * +                      !!          .0  .   .          !
 1968.2!    *        +                        !!  0       .   .   .          !
 1968.3!      +*                              !!          .   . 0 .          !
 1968.4!    *   +                             !!         0.   .   .          !
 1969.1!*     +                               !!     0    .   .   .          !
 1969.2!  +      *                            !!          .   .   .     0    !
 1969.3!        *  +                          !!          0   .   .          !
 1969.4*         +                            !0          .   .   .          !
 1970.1! +       *                            !!          .   .   .      0   !
 1970.2!         *+                           !!          .  0.   .          !
 1970.3!          +                           !!          .   0   .          !
 1970.4!        *  +                          !!          0   .   .          !
 1971.1!     *   +                            !!        0 .   .   .          !
 1971.2!      +   *                           !!          .   .   .0         !
 1971.3!        * +                           !!          .0  .   .          !
 1971.4!        *+                            !!          . 0 .   .          !
 1972.1!         +        *                   !!          .   .   .        0 !
 1972.2!                   +*                 !!          .   . 0 .          !
 1972.3!                     +      *         !!          .   .   .    0     !
 1972.4!                        *   +         !!        0 .   .   .          !
 1973.1!                   *    +             !!      0   .   .   .          !
 1973.2!               *    +                 !!       0  .   .   .          !
 1973.3!                +                     !!          .   0   .          !
 1973.4!                  +                   !!          .   .0  .          !
 1974.1!                   +       *          !!          .   .   .      0   !
 1974.2!                          *+          !!          .  0.   .          !
 1974.3!                           +          !!          .   0   .          !
 1974.4!                           +          !!          .   0   .          !
 1975.1!                          *+          !!          . 0 .   .          !
 1975.2!                         *+           !!          .  0.   .          !
 1975.3!                         +    *       !!          .   .   .  0       !
 1975.4!                             +        !!          .   0   .          !
 1976.1!                           *+         !!          . 0 .   .          !
 1976.2!                           +       *  !!          .   .   .       0  !
 1976.3!                               *  +   !!          0   .   .          !
 1976.4!                               +*     !!          .   . 0 .          !
 1977.1!                               +      !!          .  0.   .          !
 1977.2!                             *+       !!          . 0 .   .          !
 1977.3!                           * +        !!          . 0 .   .          !
 1977.4!                           +     *    !!          .   .   .   0      !
 1978.1!                               *+     !!          . 0 .   .          !
 1978.2!                               +      !!          .   0   .          !
 1978.3!                             * +      !!          .0  .   .          !
 1978.4!                             +*       !!          .   0   .          !
 1979.1!                             +  *     !!          .   .   0          !
 1979.2!                                +     !!          .   .0  .          !
 1979.3!                            *   +     !!        0 .   .   .          !
 1979.4!                            +   *     !!          .   .   .0         !
 1980.1!                                +*    !!          .   . 0 .          !
 1980.2!                                 +  * !!          .   .   0          !
 1980.3!                                *   + !!         0.   .   .          !
 1980.4!                                + *   !!          .   . 0 .          !
 1981.1!                                * +   !!          .0  .   .          !
 1981.2!                                +  *  !!          .   .   .0         !
 1981.3!                               *   +  !!         0.   .   .          !
 1981.4!                               + *    !!          .   .  0.          !
 1982.1!                                +   * !!          .   .   .0         !
 1982.2!                                  *+  !!          .  0.   .          !
 1982.3!                                *+    !!          . 0 .   .          !
 1982.4!                               +*     !!          .   .0  .          !
 1983.1!                               *+     !!          . 0 .   .          !
 1983.2!                            * +       !!          .0  .   .          !
 1983.3!                            +   *     !!          .   .   .0         !
 1983.4!                               +      !!          .   .0  .          !
 1984.1!                               +*     !!          .   .0  .          !
 1984.2!                               +      !!          .  0.   .          !
 1984.3!                              +  *    !!          .   .   0          !
 1984.4!                              * +     !!          . 0 .   .          !
 1985.1!                              +  *    !!          .   .   . 0        !
 1985.2!                             *   +    !!         0.   .   .          !
 1985.3!                            *+        !!          .  0.   .          !
 1985.4!                           *+         !!          .  0.   .          !
 1986.1!                           +   *      !!          .   .   .0         !
 1986.2!                              +     * !!          .   .   .    0     !
 1986.3!                                   + *!!          .   .  0.          !
 1986.4!                                   *+ !!          . 0 .   .          !
 1987.1!                                  +   !!          .  0.   .          !
 1987.2!                                 + *  !!          .   .  0.          !
 1987.3!                                  +   !!          .  0.   .          !
 1987.4!                                 +    *!          .   .   . 0        !
 1988.1!                                  *  +!!          0   .   .          !
 1988.2!                                 *+   !!          . 0 .   .          !
 1988.3!                              * +     !!          .0  .   .          !
 1988.4!                              +  *    !!          .   .   0          !
 1989.1!                                *+    !!          .  0.   .          !
 1989.2!                                +*    !!          .   .0  .          !
 1989.3!                               * +    !!          . 0 .   .          !
 1989.4!                               +     *!!          .   .   .    0     !
 1990.1!                                   * +!!          . 0 .   .          !
 1990.2!                                  *+  !!          .  0.   .          !
 1990.3!                                  +   !!          .   .0  .          !
 1990.4!                                * +   !!          .0  .   .          !
 1991.1!                                +     !!          .   0   .          !
 1991.2!                                + *   !!          .   .  0.          !
 1991.3!                               * +    !!          0   .   .          !
 1991.4!                               +      !!          .   0   .          !
 1992.1!                               +      !!          .   0   .          !
 1992.2!                               +      !!          .   0   .          !
 1992.3!                               +   *  !!          .   .   .0         !
 1992.4!                                  +  *!!          .   .  0.          !
 1993.1!                                    + *!          .   .  0.          !
 1993.2!                                   * +!!          0   .   .          !
 1993.3!                                 *+   !!          . 0 .   .          !
 1993.4!                                 +  * !!          .   .   .0         !
 1994.1!                                  *+  !!          .  0.   .          !
 1994.2!                              *   +   !!         0.   .   .          !
 1994.3!                              *+      !!          .  0.   .          !
 1994.4!                              +       !!          .  0.   .          !
 1995.1!                              +       !!          .  0.   .          !
 1995.2!                              +       !!          .   0   .          !
 1995.3!                               +*     !!          .   . 0 .          !
 1995.4!                                +     !!          .   0   .          !
 1996.1!                               *+     !!          .  0.   .          !
 1996.2!                               +      !!          .   0   .          !
 1996.3!                           *   +      !!        0 .   .   .          !
 1996.4!                            + *       !!          .   .   0          !
 1997.1!                              +*      !!          .   0   .          !
 1997.2!                               +  *   !!          .   .   .0         !
 1997.3!                                 *+   !!          .  0.   .          !
 1997.4!                                + *   !!          .   . 0 .          !
 1998.1!                                 + *  !!          .   .  0.          !
 1998.2!                                  +*  !!          .   . 0 .          !
 1998.3!                                * +   !!          .0  .   .          !
 1998.4!                                +     !!          .   0   .          !
 1999.1!                               +*     !!          .   .0  .          !
 1999.2!                               *+     !!          .  0.   .          !
 1999.3!                               + *    !!          .   .   0          !
 1999.4!                               * +    !!          .0  .   .          !
 2000.1!                             * +      !!          . 0 .   .          !
 2000.2!                             + *      !!          .   .   0          !
 2000.3!                               + *    !!          .   .  0.          !
 2000.4!                               *+     !!          . 0 .   .          !
 2001.1!                               +*     !!          .   . 0 .          !
 2001.2!                            *  +      !!          0   .   .          !
 2001.3!                            +         !!          .   0   .          !
 2001.4!                           + *        !!          .   .  0.          !
 2002.1!                             +  *     !!          .   .   .0         !
 2002.2!                               +*     !!          .   0   .          !
 2002.3!                              *+      !!          . 0 .   .          !
 2002.4!                            *+        !!          .  0.   .          !
 2003.1!                            +*        !!          .   .0  .          !
 2003.2!                            + *       !!          .   .  0.          !
 2003.3!                              +       !!          .   0   .          !
 2003.4!                             +*       !!          .   .0  .          !
 2004.1!                             *+       !!          .  0.   .          !
 2004.2!                          *  +        !!         0.   .   .          !
 2004.3!                         *+           !!          .  0.   .          !
 2004.4!                         + *          !!          .   . 0 .          !
 2005.1!                       *   +          !!         0.   .   .          !
 2005.2!                        +             !!          .   0   .          !
 2005.3!                        + *           !!          .   . 0 .          !
 2005.4!                        * +           !!          . 0 .   .          !
 2006.1!                         + *          !!          .   .  0.          !
 2006.2!                           +          !!          .   0   .          !
 2006.3!                        *  +          !!          .0  .   .          !
 2006.4!                       *+             !!          .0  .   .          !
 2007.1!                       +              !!          .   0   .          !
 2007.2!                    *  +              !!          0   .   .          !
 2007.3!                    *+                !!          .  0.   .          !
 2007.4!                    +                 !!          .  0.   .          !
 2008.1!                     +                !!          .   .0  .          !
 2008.2!                     *+               !!          . 0 .   .          !
 2008.3!                     *+               !!          .   0   .          !
 2008.4!                   *  +               !!          0   .   .          !
 2009.1!                   *+                 !!          .  0.   .          !
 2009.2!                   *+                 !!          .  0.   .          !
 2009.3!                    +                 !!          .   .0  .          !
 2009.4!                     +                !!          .   0   .          !
 2010.1!                     +                !!          .   0   .          !
 2010.2!                     +                !!          .   0   .          !
 2010.3!                     *+               !!          .  0.   .          !
 2010.4!                     +                !!          .   0   .          !
 2011.1!                     *+               !!          .   0   .          !
 2011.2!                    * +               !!          .0  .   .          !
 2011.3!                 *   +                !!         0.   .   .          !
 2011.4!                 *+                   !!          . 0 .   .          !
 2012.1!               *  +                   !!          .0  .   .          !
 2012.2!               *+                     !!          .  0.   .          !
 2012.3!               *+                     !!          . 0 .   .          !
 2012.4!              * +                     !!          .0  .   .          !


     23.78 percent of the residuals exceed 1 SE
      7.03 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCAMA=CAPX$/MAPMM;                                                      
 GENR LAACAMA=LOG(AACAMA+.00001);                                             
 GENR LACAMA=LOG(ACAMA+.00001);                                               
 LHS AACAMA=EXP(LAACAMA)-.00001;                                              
  EQ 1655 LAACAMA C LACAMA(-1) PCAMA;                                         
EQUATION 1107  LAACAMA  
   RHS     C  LACAMA(-1)  PCAMA  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1107 PLOT=0;END;                                                     

Equation number = 1107
**********************

Dependent variable = LAACAMA 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -4.894031983

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.878676614       0.230654654  -3.80949     1.000000
13730 LACAMA  ( -1)       0.813267471       0.043121573  18.85988    -4.884216
13728 PCAMA   (  0)      -0.045497931       0.117396390  -0.38756     0.949077

SE of equation            =     0.291288380
Sum of squared residuals  =  15.4425035      -0.158983937E-11
Average absolute error    =     0.216010335
Sum of ABS residuals      =  39.9619119    
R squared                 =   0.66405
Durbin-Watson statistic   =   2.48035
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!                              +*      !!         .    .0   .         !
 1967.1!                      *     +         !!         0    .    .         !
 1967.2!                    +      *          !!         .    .    .0        !
 1967.3!                         +*           !!         .    .0   .         !
 1967.4!                       +              *!         .    .    .       0 !
 1968.1!                              *  +    !!         . 0  .    .         !
 1968.2!               *           +          !!   0     .    .    .         !
 1968.3!              *+                      !!         .   0.    .         !
 1968.4!               + *                    !!         .    . 0  .         !
 1969.1!                +    *                !!         .    .   0.         !
 1969.2!                    +       *         !!         .    .    . 0       !
 1969.3!                          +          *!!         .    .    .     0   !
 1969.4!                 *               +    !0         .    .    .         !
 1970.1!                 +          *         !!         .    .    .     0   !
 1970.2!                         *+           !!         .   0.    .         !
 1970.3!                    *  +              !!         .0   .    .         !
 1970.4!                   + *                !!         .    . 0  .         !
 1971.1!                    +   *             !!         .    .   0.         !
 1971.2!                       +   *          !!         .    .   0.         !
 1971.3!                     *  +             !!         . 0  .    .         !
 1971.4!            *       +                 !!      0  .    .    .         !
 1972.1!            +             *           !!         .    .    .      0  !
 1972.2!                        +*            !!         .    .0   .         !
 1972.3!                       +              !!         .    0    .         !
 1972.4!                      +         *     !!         .    .    .    0    !
 1973.1!                             + *      !!         .    . 0  .         !
 1973.2!                             +*       !!         .    .0   .         !
 1973.3!                          * +         !!         .  0 .    .         !
 1973.4!                        + *           !!         .    .0   .         !
 1974.1!                      * +             !!         .  0 .    .         !
 1974.2!                     + *              !!         .    . 0  .         !
 1974.3!                   * +                !!         . 0  .    .         !
 1974.4!                  +   *               !!         .    .   0.         !
 1975.1!               *     +                !!         0    .    .         !
 1975.2!            *   +                     !!         . 0  .    .         !
 1975.3!             +         *              !!         .    .    .   0     !
 1975.4!               *      +               !!        0.    .    .         !
 1976.1!               + *                    !!         .    .0   .         !
 1976.2!                +      *              !!         .    .    .0        !
 1976.3!                   *  +               !!         . 0  .    .         !
 1976.4!                  +   *               !!         .    .   0.         !
 1977.1!                     +  *             !!         .    . 0  .         !
 1977.2!                      +               !!         .    0    .         !
 1977.3!                     +   *            !!         .    .   0.         !
 1977.4!                *       +             !!      0  .    .    .         !
 1978.1!                +      *              !!         .    .    . 0       !
 1978.2!                     *+               !!         .   0.    .         !
 1978.3!              *     +                 !!        0.    .    .         !
 1978.4!              +    *                  !!         .    .    0         !
 1979.1!                   +  *               !!         .    .  0 .         !
 1979.2!                    *+                !!         .   0.    .         !
 1979.3!                    +*                !!         .    .0   .         !
 1979.4!                    + *               !!         .    . 0  .         !
 1980.1!                     +                !!         .    0    .         !
 1980.2!                    + *               !!         .    .0   .         !
 1980.3!                     +*               !!         .    .0   .         !
 1980.4!                     +   *            !!         .    .   0.         !
 1981.1!                       *+             !!         .   0.    .         !
 1981.2!                      +   *           !!         .    .   0.         !
 1981.3!                        +*            !!         .    0    .         !
 1981.4!                      *+              !!         .   0.    .         !
 1982.1!                     +   *            !!         .    .   0.         !
 1982.2!                    *   +             !!         . 0  .    .         !
 1982.3!                    +   *             !!         .    .   0.         !
 1982.4!                     * +              !!         .  0 .    .         !
 1983.1!                    +*                !!         .    .0   .         !
 1983.2!                    +  *              !!         .    . 0  .         !
 1983.3!                    * +               !!         .  0 .    .         !
 1983.4!                   +*                 !!         .    .0   .         !
 1984.1!                    +     *           !!         .    .    0         !
 1984.2!                        +       *     !!         .    .    .  0      !
 1984.3!                           * +        !!         .  0 .    .         !
 1984.4!                         +            !!         .   0.    .         !
 1985.1!                       +*             !!         .    .0   .         !
 1985.2!                       + *            !!         .    . 0  .         !
 1985.3!                        +       *     !!         .    .    .  0      !
 1985.4!                             +        *!         .    .    .  0      !
 1986.1!                      *           +   !!   0     .    .    .         !
 1986.2!                     + *              !!         .    . 0  .         !
 1986.3!                      + *             !!         .    . 0  .         !
 1986.4!                   *   +              !!         .0   .    .         !
 1987.1!                  +           *       !!         .    .    .     0   !
 1987.2!                           *+         !!         .    0    .         !
 1987.3!                  *      +            !!       0 .    .    .         !
 1987.4!                 *+                   !!         .   0.    .         !
 1988.1!                 +           *        !!         .    .    .     0   !
 1988.2!                           +*         !!         .    .0   .         !
 1988.3!                          +*          !!         .    .0   .         !
 1988.4!                         +*           !!         .    0    .         !
 1989.1!                        + *           !!         .    .0   .         !
 1989.2!                        +    *        !!         .    .    0         !
 1989.3!                      *    +          !!         0    .    .         !
 1989.4!                     +  *             !!         .    .  0 .         !
 1990.1!                       +  *           !!         .    .  0 .         !
 1990.2!                        *+            !!         .   0.    .         !
 1990.3!                       +    *         !!         .    .    0         !
 1990.4!                     *    +           !!         0    .    .         !
 1991.1!                    +      *          !!         .    .    .0        !
 1991.2!                         +            !!         .    0    .         !
 1991.3!                      * +             !!         .  0 .    .         !
 1991.4!                     +  *             !!         .    .  0 .         !
 1992.1!                    * +               !!         .  0 .    .         !
 1992.2!                   +*                 !!         .    0    .         !
 1992.3!                  *+                  !!         .   0.    .         !
 1992.4!                 *+                   !!         .    0    .         !
 1993.1!                 +*                   !!         .    0    .         !
 1993.2!           *     +                    !!        0.    .    .         !
 1993.3!            +                         !!         .    0    .         !
 1993.4!         *   +                        !!         .0   .    .         !
 1994.1!       *   +                          !!         .0   .    .         !
 1994.2!         +*                           !!         .    .0   .         !
 1994.3!         *  +                         !!         .  0 .    .         !
 1994.4!           + *                        !!         .    . 0  .         !
 1995.1!              + *                     !!         .    . 0  .         !
 1995.2!                +                     !!         .    0    .         !
 1995.3!                 +                    !!         .    0    .         !
 1995.4!                 +    *               !!         .    .    0         !
 1996.1!                      +*              !!         .    .0   .         !
 1996.2!              *       +               !!       0 .    .    .         !
 1996.3!               +*                     !!         .    .0   .         !
 1996.4!           *    +                     !!         0    .    .         !
 1997.1!            +  *                      !!         .    . 0  .         !
 1997.2!               + *                    !!         .    . 0  .         !
 1997.3!               * +                    !!         .  0 .    .         !
 1997.4!           *    +                     !!         .0   .    .         !
 1998.1!            +     *                   !!         .    .    .0        !
 1998.2!                 *+                   !!         .   0.    .         !
 1998.3!      *          +                    !!    0    .    .    .         !
 1998.4!        +  *                          !!         .    . 0  .         !
 1999.1!            +                         !!         .    0    .         !
 1999.2!            *+                        !!         .   0.    .         !
 1999.3!           * +                        !!         .   0.    .         !
 1999.4!            +                         !!         .    0    .         !
 2000.1!           * +                        !!         .  0 .    .         !
 2000.2!         *  +                         !!         . 0  .    .         !
 2000.3!     *    +                           !!         0    .    .         !
 2000.4!      *+                              !!         .   0.    .         !
 2001.1!      * +                             !!         .  0 .    .         !
 2001.2!   *    +                             !!         0    .    .         !
 2001.3!     +  *                             !!         .    .  0 .         !
 2001.4!  *       +                           !!       0 .    .    .         !
 2002.1!     + *                              !!         .    . 0  .         !
 2002.2*         +                            !!     0   .    .    .         !
 2002.3!  +               *                   !!         .    .    .        0!
 2002.4!        *        +                    !!     0   .    .    .         !
 2003.1!        *+                            !!         .  0 .    .         !
 2003.2!         +*                           !!         .    .0   .         !
 2003.3!        *  +                          !!         . 0  .    .         !
 2003.4!         +*                           !!         .    .0   .         !
 2004.1!        *   +                         !!         .0   .    .         !
 2004.2!       * +                            !!         .  0 .    .         !
 2004.3!  *      +                            !!        0.    .    .         !
 2004.4!    *+                                !!         .   0.    .         !
 2005.1!   *  +                               !!         . 0  .    .         !
 2005.2!     *+                               !!         .   0.    .         !
 2005.3!  *    +                              !!         0    .    .         !
 2005.4!  * +                                 !!         .  0 .    .         !
 2006.1!     +                                !!         .    .0   .         !
 2006.2!      *+                              !!         .   0.    .         !
 2006.3!     *  +                             !!         .  0 .    .         !
 2006.4!   *   +                              !!         .0   .    .         !
 2007.1!   *  +                               !!         . 0  .    .         !
 2007.2!     +*                               !!         .    .0   .         !
 2007.3!       *+                             !!         .   0.    .         !
 2007.4!     *   +                            !!         . 0  .    .         !
 2008.1!       +  *                           !!         .    .  0 .         !
 2008.2!        *  +                          !!         . 0  .    .         !
 2008.3!    *     +                           !!         0    .    .         !
 2008.4!       +   *                          !!         .    .   0.         !
 2009.1!            + *                       !!         .    . 0  .         !
 2009.2!              +                       !!         .    0    .         !
 2009.3!             * +                      !!         .  0 .    .         !
 2009.4!         *   +                        !!         .0   .    .         !
 2010.1!         *+                           !!         .   0.    .         !
 2010.2!          +*                          !!         .    .0   .         !
 2010.3!        *   +                         !!         . 0  .    .         !
 2010.4!    *     +                           !!         0    .    .         !
 2011.1!      +  *                            !!         .    .  0 .         !
 2011.2!          +*                          !!         .    .0   .         !
 2011.3!  *         +                         !!    0    .    .    .         !
 2011.4!*   +                                 !!         .0   .    .         !
 2012.1!   +     *                            !!         .    .    .0        !
 2012.2!    *     +                           !!        0.    .    .         !
 2012.3!      +*                              !!         .    .0   .         !
 2012.4!  *     +                             !!        0.    .    .         !


     27.03 percent of the residuals exceed 1 SE
      7.57 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJAMA=JAPX$/MAPMM;                                                      
 GENR LAAJAMA=LOG(AAJAMA+.00001);                                             
 GENR LAJAMA=LOG(AJAMA+.00001);                                               
 LHS AAJAMA=EXP(LAAJAMA)-.00001;                                              
  EQ 1656 LAAJAMA C LAJAMA(-1) PJAMA;                                         
EQUATION 1108  LAAJAMA  
   RHS     C  LAJAMA(-1)  PJAMA  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1108 PLOT=0;END;                                                     

Equation number = 1108
**********************

Dependent variable = LAAJAMA 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -1.910482079

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.108586936       0.051035225  -2.12769     1.000000
13733 LAJAMA  ( -1)       0.924143540       0.031890604  28.97855    -1.910682
13731 PJAMA   (  0)      -0.029777437       0.041253911  -0.72181     1.214044

SE of equation            =     0.114572149
Sum of squared residuals  =  2.38907348       0.249400500E-11
Average absolute error    =     0.086132079
Sum of ABS residuals      =  15.9344346    
R squared                 =   0.88221
Durbin-Watson statistic   =   2.55948
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!          +   *                       !!          .   .   .0         !
 1967.1!         *    +                       !!       0  .   .   .          !
 1967.2*          +                           !0          .   .   .          !
 1967.3!+      *                              !!          .   .   .     0    !
 1967.4!     *  +                             !!          0   .   .          !
 1968.1! *   +                                !!       0  .   .   .          !
 1968.2!  +  *                                !!          .   .   0          !
 1968.3!     *+                               !!          .   0   .          !
 1968.4!      *+                              !!          .  0.   .          !
 1969.1!       +     *                        !!          .   .   .    0     !
 1969.2!         *    +                       !!       0  .   .   .          !
 1969.3!          +                           !!          .  0.   .          !
 1969.4!   *       +                          !!   0      .   .   .          !
 1970.1!    +       *                         !!          .   .   .       0  !
 1970.2!             +*                       !!          .   .0  .          !
 1970.3!              *+                      !!          .  0.   .          !
 1970.4!            * +                       !!          .0  .   .          !
 1971.1!           * +                        !!          .0  .   .          !
 1971.2!            +     *                   !!          .   .   .    0     !
 1971.3!                 * +                  !!          .0  .   .          !
 1971.4!          *      +                    !!     0    .   .   .          !
 1972.1!           +        *                 !!          .   .   .        0 !
 1972.2!                   *+                 !!          .  0.   .          !
 1972.3!                    +    *            !!          .   .   .   0      !
 1972.4!                         +            !!          .  0.   .          !
 1973.1!                    *    +            !!        0 .   .   .          !
 1973.2!                    +*                !!          .   . 0 .          !
 1973.3!                     +  *             !!          .   .   0          !
 1973.4!                        +*            !!          .   .0  .          !
 1974.1!                         + *          !!          .   .   0          !
 1974.2!                           + *        !!          .   .  0.          !
 1974.3!                        *    +        !!        0 .   .   .          !
 1974.4!                *       +             !!  0       .   .   .          !
 1975.1!                 +     *              !!          .   .   .    0     !
 1975.2!                   *   +              !!        0 .   .   .          !
 1975.3!                   +     *            !!          .   .   .   0      !
 1975.4!                        *+            !!          .  0.   .          !
 1976.1!                        +*            !!          .   .0  .          !
 1976.2!                         + *          !!          .   . 0 .          !
 1976.3!                           +*         !!          .   .0  .          !
 1976.4!                           +          !!          .  0.   .          !
 1977.1!                          + *         !!          .   . 0 .          !
 1977.2!                            +  *      !!          .   .   .0         !
 1977.3!                              *+      !!          .  0.   .          !
 1977.4!                           *  +       !!          0   .   .          !
 1978.1!                          +  *        !!          .   .  0.          !
 1978.2!                            +         !!          .  0.   .          !
 1978.3!                           *+         !!          .  0.   .          !
 1978.4!                         * +          !!          . 0 .   .          !
 1979.1!                         +  *         !!          .   .   0          !
 1979.2!                           +  *       !!          .   .   0          !
 1979.3!                              + *     !!          .   .  0.          !
 1979.4!                              * +     !!          . 0 .   .          !
 1980.1!                              +  *    !!          .   .   0          !
 1980.2!                                + *   !!          .   .  0.          !
 1980.3!                                  + * !!          .   .  0.          !
 1980.4!                                 * +  !!          .0  .   .          !
 1981.1!                                 +  * !!          .   .   0          !
 1981.2!                                   + *!!          .   . 0 .          !
 1981.3!                                  * + !!          0   .   .          !
 1981.4!                               * +    !!          .0  .   .          !
 1982.1!                               +   *  !!          .   .   . 0        !
 1982.2!                                  +*  !!          .   0   .          !
 1982.3!                                  +  *!!          .   .   0          !
 1982.4!                                    + !!          .   0   .          !
 1983.1!                                    +*!!          .   . 0 .          !
 1983.2!                                    + !!          .   0   .          !
 1983.3!                                   +* !!          .   . 0 .          !
 1983.4!                                   *+ !!          .  0.   .          !
 1984.1!                                  +   *!          .   .   .0         !
 1984.2!                                    *+!!          . 0 .   .          !
 1984.3!                                   +* !!          .   .0  .          !
 1984.4!                                *  +  !!         0.   .   .          !
 1985.1!                                +*    !!          .   .0  .          !
 1985.2!                                +*    !!          .   . 0 .          !
 1985.3!                                *+    !!          .  0.   .          !
 1985.4!                             *  +     !!          0   .   .          !
 1986.1!                          *  +        !!          0   .   .          !
 1986.2!                         *+           !!          .  0.   .          !
 1986.3!                       * +            !!          .0  .   .          !
 1986.4!                      *+              !!          . 0 .   .          !
 1987.1!                      +  *            !!          .   .   0          !
 1987.2!                         +            !!          .  0.   .          !
 1987.3!                         +  *         !!          .   .   0          !
 1987.4!                          * +         !!          . 0 .   .          !
 1988.1!                          +*          !!          .   .0  .          !
 1988.2!                           +          !!          .   0   .          !
 1988.3!                           +*         !!          .   .0  .          !
 1988.4!                            +*        !!          .   .0  .          !
 1989.1!                            +   *     !!          .   .   .0         !
 1989.2!                                +     !!          .   0   .          !
 1989.3!                               +*     !!          .   .0  .          !
 1989.4!                            *  +      !!          0   .   .          !
 1990.1!                            +  *      !!          .   .   0          !
 1990.2!                               +   *  !!          .   .   . 0        !
 1990.3!                                  +  *!!          .   .   0          !
 1990.4!                                    + !!          .   0   .          !
 1991.1!                                   + *!!          .   . 0 .          !
 1991.2!                                    +*!!          .   . 0 .          !
 1991.3!                                    +*!!          .   .0  .          !
 1991.4!                                    + *!          .   . 0 .          !
 1992.1!                                     +*!          .   . 0 .          !
 1992.2!                                     +*!          .   .0  .          !
 1992.3!                                     +*!          .   .0  .          !
 1992.4!                                   * +!!          .0  .   .          !
 1993.1!                                  + * !!          .   .  0.          !
 1993.2!                                   +* !!          .   0   .          !
 1993.3!                                   +  !!          .   0   .          !
 1993.4!                                * +   !!          .0  .   .          !
 1994.1!                                +*    !!          .   . 0 .          !
 1994.2!                                +     !!          .  0.   .          !
 1994.3!                               +*     !!          .   .0  .          !
 1994.4!                             * +      !!          .0  .   .          !
 1995.1!                             +   *    !!          .   .   . 0        !
 1995.2!                                +*    !!          .   .0  .          !
 1995.3!                                 +*   !!          .   . 0 .          !
 1995.4!                               * +    !!          .0  .   .          !
 1996.1!                               +  *   !!          .   .   .0         !
 1996.2!                                 +    !!          .   0   .          !
 1996.3!                                +*    !!          .   .0  .          !
 1996.4!                              *  +    !!          .0  .   .          !
 1997.1!                              +  *    !!          .   .  0.          !
 1997.2!                              * +     !!          .0  .   .          !
 1997.3!                              +*      !!          .   . 0 .          !
 1997.4!                            *  +      !!          0   .   .          !
 1998.1!                            +         !!          .   0   .          !
 1998.2!                          *+          !!          .0  .   .          !
 1998.3!                          +           !!          .   0   .          !
 1998.4!                        * +           !!          . 0 .   .          !
 1999.1!                        +  *          !!          .   .   0          !
 1999.2!                           + *        !!          .   .  0.          !
 1999.3!                            + *       !!          .   . 0 .          !
 1999.4!                        *     +       !!      0   .   .   .          !
 2000.1!                        +    *        !!          .   .   . 0        !
 2000.2!                            +         !!          .   0   .          !
 2000.3!                            +         !!          .  0.   .          !
 2000.4!                         *  +         !!          0   .   .          !
 2001.1!                         + *          !!          .   .  0.          !
 2001.2!                          *+          !!          . 0 .   .          !
 2001.3!                         *+           !!          . 0 .   .          !
 2001.4!                      *  +            !!         0.   .   .          !
 2002.1!                      + *             !!          .   .  0.          !
 2002.2!                         +            !!          .   0   .          !
 2002.3!                         +            !!          .   .0  .          !
 2002.4!                        *+            !!          .0  .   .          !
 2003.1!                        +             !!          .   0   .          !
 2003.2!                      * +             !!          .0  .   .          !
 2003.3!                      +*              !!          .   .0  .          !
 2003.4!                    *  +              !!          0   .   .          !
 2004.1!                     + *              !!          .   .  0.          !
 2004.2!                      *+              !!          . 0 .   .          !
 2004.3!                      +               !!          .   0   .          !
 2004.4!                  *    +              !!       0  .   .   .          !
 2005.1!                  +  *                !!          .   .   0          !
 2005.2!                     *+               !!          .   0   .          !
 2005.3!                    * +               !!          .0  .   .          !
 2005.4!                  *  +                !!          0   .   .          !
 2006.1!                   + *                !!          .   .  0.          !
 2006.2!                   * +                !!          .0  .   .          !
 2006.3!                   *+                 !!          .  0.   .          !
 2006.4!                 *  +                 !!          .0  .   .          !
 2007.1!                  +*                  !!          .   . 0 .          !
 2007.2!                    +*                !!          .   .0  .          !
 2007.3!                    * +               !!          . 0 .   .          !
 2007.4!                   * +                !!          .0  .   .          !
 2008.1!                    +                 !!          .   .0  .          !
 2008.2!                    *+                !!          .  0.   .          !
 2008.3!                     +                !!          .   0   .          !
 2008.4!                *    +                !!       0  .   .   .          !
 2009.1!                 +                    !!          .   .0  .          !
 2009.2!               *  +                   !!          0   .   .          !
 2009.3!                +  *                  !!          .   .   0          !
 2009.4!                *  +                  !!         0.   .   .          !
 2010.1!                 +  *                 !!          .   .   0          !
 2010.2!                   *+                 !!          . 0 .   .          !
 2010.3!                   *+                 !!          .   0   .          !
 2010.4!                 *  +                 !!          0   .   .          !
 2011.1!                  + *                 !!          .   . 0 .          !
 2011.2!                  * +                 !!          .0  .   .          !
 2011.3!                  +*                  !!          .   0   .          !
 2011.4!              *    +                  !!       0  .   .   .          !
 2012.1!               + *                    !!          .   .  0.          !
 2012.2!               *  +                   !!         0.   .   .          !
 2012.3!               *+                     !!          .  0.   .          !
 2012.4!          *     +                     !!     0    .   .   .          !


     24.32 percent of the residuals exceed 1 SE
      5.95 percent of the residuals exceed 2 SE
@EQ  1657 LAAAUMA C LAAUMA(-1) PAUMA;SMPL 1972.2 2012.4;OLS;EST 1657 PLOT=0;EN
@EQ  1658 LAAFRMA C LAFRMA(-1) PFRMA;SMPL 1966.4 2012.4;OLS;EST 1658 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEMA=GEPX$/MAPMM;                                                      
 GENR LAAGEMA=LOG(AAGEMA+.00001);                                             
 GENR LAGEMA=LOG(AGEMA+.00001);                                               
 LHS AAGEMA=EXP(LAAGEMA)-.00001;                                              
  EQ 1659 LAAGEMA C LAGEMA(-1) PGEMA;                                         
EQUATION 1109  LAAGEMA  
   RHS     C  LAGEMA(-1)  PGEMA  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1109 PLOT=0;END;                                                     

Equation number = 1109
**********************

Dependent variable = LAAGEMA 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -3.075284566

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.419066888       0.125019878  -3.35200     1.000000
13736 LAGEMA  ( -1)       0.802377290       0.040123300  19.99779    -3.068650
13734 PGEMA   (  0)      -0.212667292       0.085303925  -2.49305     0.912237

SE of equation            =     0.140828242
Sum of squared residuals  =  3.60953208      -0.101501030E-10
Average absolute error    =     0.101214984
Sum of ABS residuals      =  18.7247720    
R squared                 =   0.72421
Durbin-Watson statistic   =   2.34728
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!                             +    *   !!          .   .   0          !
 1967.1!                             +       *!!          .   .   .  0       !
 1967.2!                               +    * !!          .   .   .0         !
 1967.3!                              +       *!          .   .   .  0       !
 1967.4!                                + *   !!          .   . 0 .          !
 1968.1!             *               +        !0          .   .   .          !
 1968.2!             +                        !!          .   0   .          !
 1968.3!             +                        !!          .   0   .          !
 1968.4!         *   +                        !!          .0  .   .          !
 1969.1!          +      *                    !!          .   .   .  0       !
 1969.2!            *    +                    !!          0   .   .          !
 1969.3!            *+                        !!          .  0.   .          !
 1969.4!   *        +                         !!     0    .   .   .          !
 1970.1!     +            *                   !!          .   .   .       0  !
 1970.2!                 +                    !!          .   0   .          !
 1970.3!                +                     !!          .  0.   .          !
 1970.4!               +  *                   !!          .   .  0.          !
 1971.1!            *    +                    !!          0   .   .          !
 1971.2!           + *                        !!          .   .0  .          !
 1971.3!          * +                         !!          . 0 .   .          !
 1971.4!          +*                          !!          .   .0  .          !
 1972.1!          +     *                     !!          .   .   .0         !
 1972.2!              * +                     !!          . 0 .   .          !
 1972.3!             *+                       !!          .  0.   .          !
 1972.4!             *+                       !!          .   0   .          !
 1973.1!            * +                       !!          . 0 .   .          !
 1973.2!            +     *                   !!          .   .   .0         !
 1973.3!                +*                    !!          .   .0  .          !
 1973.4!                +*                    !!          .   0   .          !
 1974.1!                +        *            !!          .   .   .   0      !
 1974.2!                       +              !!          .   0   .          !
 1974.3!                     +    *           !!          .   .   0          !
 1974.4!                       +*             !!          .   0   .          !
 1975.1!              *      +                !!       0  .   .   .          !
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 1975.3!           +*                         !!          .   .0  .          !
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 1980.3!                 *  +                 !!          . 0 .   .          !
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 1981.3!                *  +                  !!          .0  .   .          !
 1981.4!           *    +                     !!         0.   .   .          !
 1982.1!            + *                       !!          .   . 0 .          !
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 1982.3!                + *                   !!          .   . 0 .          !
 1982.4!                  +*                  !!          .   .0  .          !
 1983.1!                   +    *             !!          .   .   .0         !
 1983.2!                       +   *          !!          .   .  0.          !
 1983.3!                         +            !!          .   0   .          !
 1983.4!                     *  +             !!          .0  .   .          !
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 1984.2!                   *    +             !!         0.   .   .          !
 1984.3!                   +  *               !!          .   .  0.          !
 1984.4!                      +           *   !!          .   .   .      0   !
 1985.1!                 *             +      !! 0        .   .   .          !
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 1985.3!                *+                    !!          .  0.   .          !
 1985.4!           *     +                    !!         0.   .   .          !
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 1986.2!           +   *                      !!          .   .   0          !
 1986.3!           *  +                       !!          .0  .   .          !
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 1987.1!            +  *                      !!          .   .   0          !
 1987.2!           *   +                      !!          .0  .   .          !
 1987.3!       *    +                         !!          0   .   .          !
 1987.4!        +                             !!          .   0   .          !
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 1990.3!              +*                      !!          .   . 0 .          !
 1990.4!           *   +                      !!          0   .   .          !
 1991.1!           +*                         !!          .   .0  .          !
 1991.2!            +   *                     !!          .   .  0.          !
 1991.3!               +*                     !!          .   .0  .          !
 1991.4!               +   *                  !!          .   .  0.          !
 1992.1!            *    +                    !!         0.   .   .          !
 1992.2!            + *                       !!          .   . 0 .          !
 1992.3!             + *                      !!          .   .0  .          !
 1992.4!           *  +                       !!          . 0 .   .          !
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 1993.2!       * +                            !!          . 0 .   .          !
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 1994.1!         *    +                       !!         0.   .   .          !
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 1995.3!         *+                           !!          . 0 .   .          !
 1995.4!         +                            !!          .   0   .          !
 1996.1!         +*                           !!          .   0   .          !
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 1996.3!           *+                         !!          .  0.   .          !
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 1998.1!        +    *                        !!          .   .   0          !
 1998.2!         *  +                         !!          .0  .   .          !
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 1998.4!*     +                               !!        0 .   .   .          !
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 1999.3*    +                                 !!         0.   .   .          !
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 2000.1!     * +                              !!          . 0 .   .          !
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 2001.1!       +*                             !!          .   0   .          !
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 2001.3!           +*                         !!          .   . 0 .          !
 2001.4!       *     +                        !!         0.   .   .          !
 2002.1!       * +                            !!          .  0.   .          !
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 2002.3!        +                             !!          .  0.   .          !
 2002.4!        +*                            !!          .   .0  .          !
 2003.1!         +*                           !!          .   .0  .          !
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 2003.3!           + *                        !!          .   . 0 .          !
 2003.4!            +                         !!          .   0   .          !
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 2004.2!           +                          !!          .   0   .          !
 2004.3!        * +                           !!          . 0 .   .          !
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 2006.2!     * +                              !!          . 0 .   .          !
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 2007.3!         +                            !!          .  0.   .          !
 2007.4!      * +                             !!          . 0 .   .          !
 2008.1!      +                               !!          .   0   .          !
 2008.2!   *  +                               !!          . 0 .   .          !
 2008.3!    +*                                !!          .   .0  .          !
 2008.4!      + *                             !!          .   . 0 .          !
 2009.1!       +                              !!          .   0   .          !
 2009.2!    *  +                              !!          .0  .   .          !
 2009.3!    +*                                !!          .   .0  .          !
 2009.4!    *+                                !!          .  0.   .          !
 2010.1!   *+                                 !!          .  0.   .          !
 2010.2!    + *                               !!          .   . 0 .          !
 2010.3!      +                               !!          .   0   .          !
 2010.4!    *  +                              !!          .0  .   .          !
 2011.1!   *+                                 !!          .  0.   .          !
 2011.2!  * +                                 !!          . 0 .   .          !
 2011.3! * +                                  !!          .  0.   .          !
 2011.4!   +*                                 !!          .   .0  .          !
 2012.1!     +*                               !!          .   .0  .          !
 2012.2!   *   +                              !!          .0  .   .          !
 2012.3!    +                                 !!          .   0   .          !
 2012.4! *   +                                !!          0   .   .          !


     25.41 percent of the residuals exceed 1 SE
      3.78 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITMA=ITPX$/MAPMM;                                                      
 GENR LAAITMA=LOG(AAITMA+.00001);                                             
 GENR LAITMA=LOG(AITMA+.00001);                                               
 LHS AAITMA=EXP(LAAITMA)-.00001;                                              
  EQ 1660 LAAITMA C LAITMA(-1) PITMA;                                         
EQUATION 1110  LAAITMA  
   RHS     C  LAITMA(-1)  PITMA  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1110 PLOT=0;END;                                                     

Equation number = 1110
**********************

Dependent variable = LAAITMA 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -4.298776871

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.282383475       0.199289035  -6.43479     1.000000
13739 LAITMA  ( -1)       0.560478696       0.058099724   9.64684    -4.291733
13737 PITMA   (  0)      -0.758468130       0.137915377  -5.49952     0.805529

SE of equation            =     0.273501676
Sum of squared residuals  =  13.6141764       0.448316939E-10
Average absolute error    =     0.190877916
Sum of ABS residuals      =  35.3124144    
R squared                 =   0.63738
Durbin-Watson statistic   =   2.23453
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!                 +     *              !!            . . . 0          !
 1967.1!                  +*                  !!            . .0.            !
 1967.2!               +      *               !!            . . . 0          !
 1967.3!                +   *                 !!            . . 0            !
 1967.4!               +      *               !!            . . .  0         !
 1968.1!            *    +                    !!           0. . .            !
 1968.2!            +  *                      !!            . . 0            !
 1968.3!               + *                    !!            . . 0            !
 1968.4!                +                     !!            . 0 .            !
 1969.1!               +   *                  !!            . . .0           !
 1969.2!               *  +                   !!            0 . .            !
 1969.3!            *  +                      !!            0 . .            !
 1969.4!          *  +                        !!            0 . .            !
 1970.1!            +   *                     !!            . . 0            !
 1970.2!               + *                    !!            . .0.            !
 1970.3!                +   *                 !!            . . 0            !
 1970.4!              *  +                    !!           0. . .            !
 1971.1!              +    *                  !!            . . . 0          !
 1971.2!               *+                     !!            .0. .            !
 1971.3!              + *                     !!            . .0.            !
 1971.4!           *   +                      !!           0. . .            !
 1972.1!            +  *                      !!            . . 0            !
 1972.2!                +                     !!            . .0.            !
 1972.3!                 +                    !!            . 0 .            !
 1972.4!                *+                    !!            .0. .            !
 1973.1!              *  +                    !!            0 . .            !
 1973.2!               +                      !!            . 0 .            !
 1973.3!                +                     !!            . 0 .            !
 1973.4!                 +*                   !!            . .0.            !
 1974.1!                 +*                   !!            . 0 .            !
 1974.2!                  +*                  !!            . .0.            !
 1974.3!                  +  *                !!            . . 0            !
 1974.4!                   +                  !!            . 0 .            !
 1975.1!                  +*                  !!            . .0.            !
 1975.2!                 +                    !!            . 0 .            !
 1975.3!             *  +                     !!            0 . .            !
 1975.4!              +  *                    !!            . . 0            !
 1976.1!                *+                    !!            .0. .            !
 1976.2!            *   +                     !!           0. . .            !
 1976.3!        *     +                       !!          0 . . .            !
 1976.4!           *+                         !!            . 0 .            !
 1977.1!             + *                      !!            . .0.            !
 1977.2!              *+                      !!            .0. .            !
 1977.3!               +                      !!            . 0 .            !
 1977.4!               +*                     !!            . .0.            !
 1978.1!                +                     !!            . 0 .            !
 1978.2!                +   *                 !!            . . .0           !
 1978.3!                  *+                  !!            .0. .            !
 1978.4!                *+                    !!            .0. .            !
 1979.1!                +   *                 !!            . . .0           !
 1979.2!               *  +                   !!            0 . .            !
 1979.3!                +   *                 !!            . . .0           !
 1979.4!                * +                   !!            .0. .            !
 1980.1!            *   +                     !!           0. . .            !
 1980.2!             +    *                   !!            . . .0           !
 1980.3!                 + *                  !!            . .0.            !
 1980.4!                  +                   !!            . 0 .            !
 1981.1!              *   +                   !!            0 . .            !
 1981.2!                +                     !!            . 0 .            !
 1981.3!                 +                    !!            . 0 .            !
 1981.4!           *     +                    !!          0 . . .            !
 1982.1!             *+                       !!            . 0 .            !
 1982.2!              *+                      !!            .0. .            !
 1982.3!                +                     !!            . 0 .            !
 1982.4!                 +  *                 !!            . . 0            !
 1983.1!                   +*                 !!            . 0 .            !
 1983.2!                   +                  !!            . 0 .            !
 1983.3!                   +                  !!            . 0 .            !
 1983.4!           *       +                  !!         0  . . .            !
 1984.1!              +                       !!            . 0 .            !
 1984.2!              * +                     !!            0 . .            !
 1984.3!                + *                   !!            . . 0            !
 1984.4!             *    +                   !!          0 . . .            !
 1985.1!                +   *                 !!            . . .0           !
 1985.2!                *  +                  !!            0 . .            !
 1985.3!                 +                    !!            . 0 .            !
 1985.4!               * +                    !!            0 . .            !
 1986.1!                +                     *!            . . .            0
 1986.2!                      *     +         !!         0  . . .            !
 1986.3!                 * +                  !!            .0. .            !
 1986.4!                +                     !!            . 0 .            !
 1987.1!       *        +                     !!        0   . . .            !
 1987.2!           +                          !!            . 0 .            !
 1987.3!           * +                        !!            .0. .            !
 1987.4!          *  +                        !!            0 . .            !
 1988.1!   *        +                         !!        0   . . .            !
 1988.2!         +*                           !!            . .0.            !
 1988.3!        *    +                        !!          0 . . .            !
 1988.4!          *+                          !!            .0. .            !
 1989.1!    *        +                        !!        0   . . .            !
 1989.2!         +   *                        !!            . . 0            !
 1989.3!              +  *                    !!            . . 0            !
 1989.4!              * +                     !!            0 . .            !
 1990.1!         *    +                       !!           0. . .            !
 1990.2!            +    *                    !!            . . . 0          !
 1990.3!                + *                   !!            . . 0            !
 1990.4!             *  +                     !!           0. . .            !
 1991.1!            *+                        !!            . 0 .            !
 1991.2!             *+                       !!            . 0 .            !
 1991.3!              + *                     !!            . .0.            !
 1991.4!               +                      !!            . 0 .            !
 1992.1!              + *                     !!            . .0.            !
 1992.2!               +   *                  !!            . . .0           !
 1992.3!                 +                    !!            . 0 .            !
 1992.4!            *   +                     !!           0. . .            !
 1993.1!              +                       !!            . 0 .            !
 1993.2!               +  *                   !!            . . 0            !
 1993.3!                 +                    !!            . 0 .            !
 1993.4!                 +    *               !!            . . .0           !
 1994.1!                   *+                 !!            . 0 .            !
 1994.2!               *  +                   !!            0 . .            !
 1994.3!             *  +                     !!            0 . .            !
 1994.4!               +                      !!            . 0 .            !
 1995.1!                +  *                  !!            . . 0            !
 1995.2!                  +*                  !!            . 0 .            !
 1995.3!                 *+                   !!            .0. .            !
 1995.4!                + *                   !!            . .0.            !
 1996.1!                 +  *                 !!            . . 0            !
 1996.2!                 *+                   !!            . 0 .            !
 1996.3!                +                     !!            . 0 .            !
 1996.4!                +*                    !!            . .0.            !
 1997.1!                +*                    !!            . .0.            !
 1997.2!                +      *              !!            . . .  0         !
 1997.3!                   + *                !!            . .0.            !
 1997.4!                * +                   !!            .0. .            !
 1998.1!              *+                      !!            .0. .            !
 1998.2!        *    +                        !!           0. . .            !
 1998.3!          +*                          !!            . .0.            !
 1998.4!         *  +                         !!            0 . .            !
 1999.1!          + *                         !!            . .0.            !
 1999.2!            *+                        !!            . 0 .            !
 1999.3!             +*                       !!            . .0.            !
 1999.4!             *+                       !!            .0. .            !
 2000.1!              +*                      !!            . .0.            !
 2000.2!              *+                      !!            .0. .            !
 2000.3!              + *                     !!            . .0.            !
 2000.4!                +                     !!            . 0 .            !
 2001.1!               +  *                   !!            . . 0            !
 2001.2!                 +*                   !!            . .0.            !
 2001.3!                + *                   !!            . .0.            !
 2001.4!                + *                   !!            . .0.            !
 2002.1!               *+                     !!            .0. .            !
 2002.2!              +*                      !!            . .0.            !
 2002.3!              +                       !!            . 0 .            !
 2002.4!             + *                      !!            . .0.            !
 2003.1!             + *                      !!            . . 0            !
 2003.2!             +                        !!            . 0 .            !
 2003.3!            +*                        !!            . .0.            !
 2003.4!           +                          !!            . 0 .            !
 2004.1!          +*                          !!            . .0.            !
 2004.2!          + *                         !!            . .0.            !
 2004.3!          +  *                        !!            . . 0            !
 2004.4!           +                          !!            . 0 .            !
 2005.1!         +                            !!            . 0 .            !
 2005.2!         + *                          !!            . .0.            !
 2005.3!        * +                           !!            .0. .            !
 2005.4!        +                             !!            . 0 .            !
 2006.1!        + *                           !!            . .0.            !
 2006.2!    *    +                            !!           0. . .            !
 2006.3!     +*                               !!            . .0.            !
 2006.4!    * +                               !!            0 . .            !
 2007.1!     +                                !!            . .0.            !
 2007.2!     + *                              !!            . .0.            !
 2007.3!     *+                               !!            . 0 .            !
 2007.4!*    +                                !!           0. . .            !
 2008.1! + *                                  !!            . .0.            !
 2008.2!   +                                  !!            . 0 .            !
 2008.3!   +*                                 !!            . .0.            !
 2008.4!  * +                                 !!            .0. .            !
 2009.1!   +*                                 !!            . .0.            !
 2009.2!    +*                                !!            . .0.            !
 2009.3!    +*                                !!            . .0.            !
 2009.4!    + *                               !!            . .0.            !
 2010.1!    *+                                !!            .0. .            !
 2010.2! *  +                                 !!            0 . .            !
 2010.3!   +                                  !!            . 0 .            !
 2010.4*    +                                 !!           0. . .            !
 2011.1! *+                                   !!            . 0 .            !
 2011.2!   *+                                 !!            . 0 .            !
 2011.3!    * +                               !!            .0. .            !
 2011.4!  *   +                               !!           0. . .            !
 2012.1!  *  +                                !!            0 . .            !
 2012.2!    *+                                !!            .0. .            !
 2012.3!      +  *                            !!            . . 0            !
 2012.4!    *    +                            !!          0 . . .            !


     24.86 percent of the residuals exceed 1 SE
      3.24 percent of the residuals exceed 2 SE
@EQ  1661 LAANEMA C LANEMA(-1) PNEMA;SMPL 1966.4 2012.4;OLS;EST 1661 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTMA=STPX$/MAPMM;                                                      
 GENR LAASTMA=LOG(AASTMA+.00001);                                             
 GENR LASTMA=LOG(ASTMA+.00001);                                               
 LHS AASTMA=EXP(LAASTMA)-.00001;                                              
  EQ 1662 LAASTMA C LASTMA(-1) PSTMA;                                         
EQUATION 1111  LAASTMA  
   RHS     C  LASTMA(-1)  PSTMA  
 SMPL 1970.1 2012.4;                                                          
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
 OLS;EST 1111 PLOT=0;END;                                                     

Equation number = 1111
**********************

Dependent variable = LAASTMA 

 1970.1 -   2012.4,    0 missing obs.,  172 obs. used.

Mean of dependent variable       -5.104309774

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.728930178       0.260907451  -6.62660     1.000000
13742 LASTMA  ( -1)       0.567670311       0.061341700   9.25423    -5.102563
13740 PSTMA   (  0)      -0.569816434       0.112134101  -5.08156     0.840282

SE of equation            =     0.231166807
Sum of squared residuals  =  9.03103768      -0.286703994E-10
Average absolute error    =     0.175129382
Sum of ABS residuals      =  30.1222536    
R squared                 =   0.64705
Durbin-Watson statistic   =   2.21034
SMPL and No. Obs.         = 1970.1   2012.4    172

Plot of actual(*) and fitted(+) values and residuals(0)


 1970.1!                  + *                 !!         .    . 0  .         !
 1970.2!                   *  +               !!         . 0  .    .         !
 1970.3!                   * +                !!         .  0 .    .         !
 1970.4!                  *  +                !!         . 0  .    .         !
 1971.1!                     +        *       !!         .    .    .  0      !
 1971.2!             *            +           !!  0      .    .    .         !
 1971.3!                 +         *          !!         .    .    .   0     !
 1971.4!                         +  *         !!         .    . 0  .         !
 1972.1!                         +     *      !!         .    .    0         !
 1972.2!                             + *      !!         .    .0   .         !
 1972.3!                             +        !!         .    0    .         !
 1972.4!           *                +         !0         .    .    .         !
 1973.1!                 +    *               !!         .    .   0.         !
 1973.2!                      +     *         !!         .    .    0         !
 1973.3!                        * +           !!         .  0 .    .         !
 1973.4!                        +  *          !!         .    .  0 .         !
 1974.1!                          + *         !!         .    . 0  .         !
 1974.2!                        *   +         !!         . 0  .    .         !
 1974.3!                       * +            !!         .  0 .    .         !
 1974.4!                       +     *        !!         .    .    0         !
 1975.1!                *         +           !!     0   .    .    .         !
 1975.2!                  +       *           !!         .    .    . 0       !
 1975.3!               *        +             !!      0  .    .    .         !
 1975.4!                 *+                   !!         .   0.    .         !
 1976.1!             *     +                  !!         0    .    .         !
 1976.2!               *+                     !!         .   0.    .         !
 1976.3! *                +                   !0         .    .    .         !
 1976.4!          +      *                    !!         .    .    . 0       !
 1977.1!                  *+                  !!         .   0.    .         !
 1977.2!                    +  *              !!         .    .  0 .         !
 1977.3!                *      +              !!        0.    .    .         !
 1977.4!                  +   *               !!         .    .  0 .         !
 1978.1!                    +  *              !!         .    .  0 .         !
 1978.2!       *             +                !! 0       .    .    .         !
 1978.3!           + *                        !!         .    .0   .         !
 1978.4!      *       +                       !!       0 .    .    .         !
 1979.1!           +*                         !!         .    .0   .         !
 1979.2!               +  *                   !!         .    . 0  .         !
 1979.3!                  *+                  !!         .   0.    .         !
 1979.4!                  *+                  !!         .   0.    .         !
 1980.1!               *    +                 !!         .0   .    .         !
 1980.2!           *      +                   !!        0.    .    .         !
 1980.3!               *+                     !!         .   0.    .         !
 1980.4!                 * +                  !!         .   0.    .         !
 1981.1!         *           +                !!   0     .    .    .         !
 1981.2!            *   +                     !!         . 0  .    .         !
 1981.3!                *  +                  !!         . 0  .    .         !
 1981.4!                 * +                  !!         .  0 .    .         !
 1982.1!                    +*                !!         .    .0   .         !
 1982.2!                       +*             !!         .    .0   .         !
 1982.3!            *           +             !!   0     .    .    .         !
 1982.4!                  +      *            !!         .    .    .0        !
 1983.1!                         +         *  !!         .    .    .   0     !
 1983.2!                              +      *!!         .    .    .0        !
 1983.3!                           *    +     !!         .0   .    .         !
 1983.4!                          +        *  !!         .    .    .  0      !
 1984.1!                               +   *  !!         .    .  0 .         !
 1984.2!                   *           +      !!   0     .    .    .         !
 1984.3!                 *    +               !!         0    .    .         !
 1984.4!                   * +                !!         .  0 .    .         !
 1985.1!                 *     +              !!         0    .    .         !
 1985.2!                      +          *    !!         .    .    .    0    !
 1985.3!                          *   +       !!         . 0  .    .         !
 1985.4!                         +      *     !!         .    .    .0        !
 1986.1!                            + *       !!         .    . 0  .         !
 1986.2!                          +         * !!         .    .    .   0     !
 1986.3!                             +  *     !!         .    . 0  .         !
 1986.4!                          *+          !!         .   0.    .         !
 1987.1!                      *+              !!         .   0.    .         !
 1987.2!                     +                !!         .    0    .         !
 1987.3!                  *  +                !!         . 0  .    .         !
 1987.4!                  +         *         !!         .    .    .   0     !
 1988.1!                    *   +             !!         .0   .    .         !
 1988.2!                    +                 !!         .    0    .         !
 1988.3!                     +*               !!         .    .0   .         !
 1988.4!                     +*               !!         .    .0   .         !
 1989.1!                     +                !!         .    0    .         !
 1989.2!                      +     *         !!         .    .    .0        !
 1989.3!                         +            *!         .    .    .     0   !
 1989.4!                              +*      !!         .    .0   .         !
 1990.1!                      *   +           !!         . 0  .    .         !
 1990.2!                     +   *            !!         .    .   0.         !
 1990.3!                     +       *        !!         .    .    . 0       !
 1990.4!                        + *           !!         .    . 0  .         !
 1991.1!                   *  +               !!         .  0 .    .         !
 1991.2!                   +  *               !!         .    . 0  .         !
 1991.3!                     +         *      !!         .    .    .   0     !
 1991.4!                          +*          !!         .    . 0  .         !
 1992.1!                   *    +             !!         .0   .    .         !
 1992.2!                   +  *               !!         .    .  0 .         !
 1992.3!                    +  *              !!         .    .  0 .         !
 1992.4!                    +          *      !!         .    .    .   0     !
 1993.1!                   *      +           !!         0    .    .         !
 1993.2!                   + *                !!         .    .0   .         !
 1993.3!                    +   *             !!         .    .   0.         !
 1993.4!                      +         *     !!         .    .    .   0     !
 1994.1!                     *    +           !!         0    .    .         !
 1994.2!                    +   *             !!         .    .   0.         !
 1994.3!                      + *             !!         .    . 0  .         !
 1994.4!                      +   *           !!         .    .   0.         !
 1995.1!                      +  *            !!         .    . 0  .         !
 1995.2!                     +     *          !!         .    .    .0        !
 1995.3!                       +     *        !!         .    .    0         !
 1995.4!                       + *            !!         .    .0   .         !
 1996.1!                     +*               !!         .    0    .         !
 1996.2!                    + *               !!         .    . 0  .         !
 1996.3!                    +  *              !!         .    . 0  .         !
 1996.4!                    +*                !!         .    .0   .         !
 1997.1!               *     +                !!         0    .    .         !
 1997.2!                +    *                !!         .    .   0.         !
 1997.3!                    +     *           !!         .    .    0         !
 1997.4!                      + *             !!         .    . 0  .         !
 1998.1!          *          +                !!     0   .    .    .         !
 1998.2!            *+                        !!         .    0    .         !
 1998.3!          *   +                       !!         . 0  .    .         !
 1998.4!            +*                        !!         .    .0   .         !
 1999.1!      *       +                       !!       0 .    .    .         !
 1999.2!           +       *                  !!         .    .    . 0       !
 1999.3!                  +   *               !!         .    .  0 .         !
 1999.4!                *   +                 !!         .0   .    .         !
 2000.1!                 +  *                 !!         .    .  0 .         !
 2000.2!               *    +                 !!         .0   .    .         !
 2000.3!            *    +                    !!         0    .    .         !
 2000.4!               + *                    !!         .    . 0  .         !
 2001.1!            *     +                   !!         0    .    .         !
 2001.2!               + *                    !!         .    .  0 .         !
 2001.3!                 +*                   !!         .    0    .         !
 2001.4!                 +*                   !!         .    . 0  .         !
 2002.1!          *      +                    !!        0.    .    .         !
 2002.2!         *   +                        !!         . 0  .    .         !
 2002.3!          *+                          !!         .  0 .    .         !
 2002.4!            +*                        !!         .    .0   .         !
 2003.1!     *       +                        !!       0 .    .    .         !
 2003.2!        + *                           !!         .    .0   .         !
 2003.3!         * +                          !!         .   0.    .         !
 2003.4!          +*                          !!         .    .0   .         !
 2004.1!          +   *                       !!         .    .  0 .         !
 2004.2!             +   *                    !!         .    .   0.         !
 2004.3!             *+                       !!         .   0.    .         !
 2004.4!           *+                         !!         .   0.    .         !
 2005.1!          +                           !!         .    0    .         !
 2005.2!          + *                         !!         .    . 0  .         !
 2005.3!           + *                        !!         .    .0   .         !
 2005.4!        *   +                         !!         .0   .    .         !
 2006.1*          +                           !!     0   .    .    .         !
 2006.2!*   +                                 !!         . 0  .    .         !
 2006.3!     + *                              !!         .    . 0  .         !
 2006.4!        +*                            !!         .    .0   .         !
 2007.1!      *   +                           !!         .0   .    .         !
 2007.2!       + *                            !!         .    .0   .         !
 2007.3!       * +                            !!         .   0.    .         !
 2007.4!     *  +                             !!         . 0  .    .         !
 2008.1!    * +                               !!         .   0.    .         !
 2008.2!     +                                !!         .    0    .         !
 2008.3!   *  +                               !!         . 0  .    .         !
 2008.4!  *  +                                !!         . 0  .    .         !
 2009.1!   + *                                !!         .    . 0  .         !
 2009.2!    +   *                             !!         .    .  0 .         !
 2009.3!    *+                                !!         .  0 .    .         !
 2009.4! * +                                  !!         .  0 .    .         !
 2010.1!* +                                   !!         .  0 .    .         !
 2010.2!  +                                   !!         .    0    .         !
 2010.3!   + *                                !!         .    . 0  .         !
 2010.4!    *+                                !!         .    0    .         !
 2011.1!    + *                               !!         .    . 0  .         !
 2011.2!    +*                                !!         .    .0   .         !
 2011.3!    + *                               !!         .    . 0  .         !
 2011.4!     + *                              !!         .    .0   .         !
 2012.1!    * +                               !!         .  0 .    .         !
 2012.2!  * +                                 !!         .  0 .    .         !
 2012.3!   +  *                               !!         .    .  0 .         !
 2012.4!    *+                                !!         .   0.    .         !


     26.16 percent of the residuals exceed 1 SE
      5.23 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKMA=UKPX$/MAPMM;                                                      
 GENR LAAUKMA=LOG(AAUKMA+.00001);                                             
 GENR LAUKMA=LOG(AUKMA+.00001);                                               
 LHS AAUKMA=EXP(LAAUKMA)-.00001;                                              
  EQ 1663 LAAUKMA C LAUKMA(-1) PUKMA;                                         
EQUATION 1112  LAAUKMA  
   RHS     C  LAUKMA(-1)  PUKMA  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1112 PLOT=0;END;                                                     

Equation number = 1112
**********************

Dependent variable = LAAUKMA 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -3.212069511

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.042219004       0.094034732   0.44897     1.000000
13745 LAUKMA  ( -1)       0.967318401       0.016424855  58.89357    -3.194425
13743 PUKMA   (  0)      -0.183885203       0.124783497  -1.47363     0.893287

SE of equation            =     0.156033588
Sum of squared residuals  =  4.43105949      -0.333955086E-11
Average absolute error    =     0.120435396
Sum of ABS residuals      =  22.2805482    
R squared                 =   0.96578
Durbin-Watson statistic   =   2.74850
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!                                     +*!         .    .   0.         !
 1967.1!                                   * +!!         .0   .    .         !
 1967.2!                                  +*  !!         .    .  0 .         !
 1967.3!                                  + * !!         .    .    .0        !
 1967.4!                                *  +  !!        0.    .    .         !
 1968.1!                               +  *   !!         .    .    .  0      !
 1968.2!                                 +    !!         .   0.    .         !
 1968.3!                                +     !!         .   0.    .         !
 1968.4!                               +*     !!         .    .0   .         !
 1969.1!                               + *    !!         .    .    0         !
 1969.2!                                +     !!         .   0.    .         !
 1969.3!                               + *    !!         .    .  0 .         !
 1969.4!                             *  +     !!    0    .    .    .         !
 1970.1!                            +    *    !!         .    .    .       0 !
 1970.2!                                 +*   !!         .    .   0.         !
 1970.3!                                *+    !!         . 0  .    .         !
 1970.4!                                +  *  !!         .    .    .   0     !
 1971.1!                                * +   !!        0.    .    .         !
 1971.2!                               +      !!         .    0    .         !
 1971.3!                               + *    !!         .    .    0         !
 1971.4!                                +     !!         .    .0   .         !
 1972.1!                               +   *  !!         .    .    .   0     !
 1972.2!                                  +   !!         .   0.    .         !
 1972.3!                             *    +   !!   0     .    .    .         !
 1972.4!                             +    *   !!         .    .    .      0  !
 1973.1!                              *   +   !!     0   .    .    .         !
 1973.2!                              +       !!         .    .0   .         !
 1973.3!                              +   *   !!         .    .    .    0    !
 1973.4!                             *    +   !! 0       .    .    .         !
 1974.1!                             +        !!         .    . 0  .         !
 1974.2!                             +*       !!         .    .  0 .         !
 1974.3!                              + *     !!         .    .    .0        !
 1974.4!                             *  +     !!    0    .    .    .         !
 1975.1!                            +  *      !!         .    .    .0        !
 1975.2!                             *+       !!         .  0 .    .         !
 1975.3!                            *+        !!         . 0  .    .         !
 1975.4!                            +*        !!         .    .   0.         !
 1976.1!                           * +        !!         .0   .    .         !
 1976.2!                           +          !!         .    0    .         !
 1976.3!                         * +          !!         0    .    .         !
 1976.4!                         +*           !!         .    . 0  .         !
 1977.1!                          +*          !!         .    . 0  .         !
 1977.2!                          +           !!         .   0.    .         !
 1977.3!                         *+           !!         .  0 .    .         !
 1977.4!                         + *          !!         .    .    0         !
 1978.1!                          *+          !!         .  0 .    .         !
 1978.2!                          +*          !!         .    .    0         !
 1978.3!                          *+          !!         . 0  .    .         !
 1978.4!                        * +           !!         0    .    .         !
 1979.1!                       *+             !!         .   0.    .         !
 1979.2!                       + *            !!         .    .    0         !
 1979.3!                        +             !!         .   0.    .         !
 1979.4!                       *+             !!         . 0  .    .         !
 1980.1!                      +               !!         .   0.    .         !
 1980.2!                     +                !!         .  0 .    .         !
 1980.3!                    + *               !!         .    .    .0        !
 1980.4!                    * +               !!         .0   .    .         !
 1981.1!                *   +                 !!     0   .    .    .         !
 1981.2!                +  *                  !!         .    .    . 0       !
 1981.3!                *  +                  !!        0.    .    .         !
 1981.4!                + *                   !!         .    .    .0        !
 1982.1!                  +                   !!         .    .0   .         !
 1982.2!                 *+                   !!         . 0  .    .         !
 1982.3!                *+                    !!         .    0    .         !
 1982.4!               *+                     !!         . 0  .    .         !
 1983.1!                +                     !!         .    .0   .         !
 1983.2!                +                     !!         .   0.    .         !
 1983.3!                +*                    !!         .    .  0 .         !
 1983.4!                 +*                   !!         .    . 0  .         !
 1984.1!                 *+                   !!         .  0 .    .         !
 1984.2!                 +                    !!         .    0    .         !
 1984.3!               * +                    !!         0    .    .         !
 1984.4!                + *                   !!         .    .    0         !
 1985.1!                  +*                  !!         .    .  0 .         !
 1985.2!                 * +                  !!         0    .    .         !
 1985.3!                 +*                   !!         .    .  0 .         !
 1985.4!                * +                   !!         .0   .    .         !
 1986.1!                +*                    !!         .    .  0 .         !
 1986.2!                 +                    !!         .    0    .         !
 1986.3!                 +                    !!         .    0    .         !
 1986.4!                 +*                   !!         .    .  0 .         !
 1987.1!                  +                   !!         .    0    .         !
 1987.2!                 *+                   !!         .  0 .    .         !
 1987.3!                 +*                   !!         .    .  0 .         !
 1987.4!                 *+                   !!         .  0 .    .         !
 1988.1!                 + *                  !!         .    .   0.         !
 1988.2!                 * +                  !!         . 0  .    .         !
 1988.3!                 +*                   !!         .    . 0  .         !
 1988.4!                  +                   !!         .   0.    .         !
 1989.1!                 +  *                 !!         .    .    .0        !
 1989.2!                   +*                 !!         .    .0   .         !
 1989.3!                  * +                 !!         .0   .    .         !
 1989.4!                  +*                  !!         .    .  0 .         !
 1990.1!                   +                  !!         .    .0   .         !
 1990.2!                   + *                !!         .    .    .0        !
 1990.3!                   * +                !!         .0   .    .         !
 1990.4!                   +  *               !!         .    .    . 0       !
 1991.1!                 *   +                !!  0      .    .    .         !
 1991.2!                 +                    !!         .    0    .         !
 1991.3!                 +*                   !!         .    . 0  .         !
 1991.4!                 +*                   !!         .    .0   .         !
 1992.1!                 +                    !!         .   0.    .         !
 1992.2!                 +                    !!         .    .0   .         !
 1992.3!                 + *                  !!         .    .    0         !
 1992.4!                 * +                  !!        0.    .    .         !
 1993.1!                *+                    !!         .   0.    .         !
 1993.2!                +*                    !!         .    .   0.         !
 1993.3!                 + *                  !!         .    .    .0        !
 1993.4!                   +*                 !!         .    . 0  .         !
 1994.1!                    +                 !!         .    0    .         !
 1994.2!                   +*                 !!         .    . 0  .         !
 1994.3!                 *  +                 !!    0    .    .    .         !
 1994.4!                +                     !!         .  0 .    .         !
 1995.1!                +*                    !!         .    .   0.         !
 1995.2!              *  +                    !!      0  .    .    .         !
 1995.3!             *+                       !!         .  0 .    .         !
 1995.4!             +                        !!         .   0.    .         !
 1996.1!             + *                      !!         .    .    0         !
 1996.2!              *+                      !!         .  0 .    .         !
 1996.3!             *+                       !!         . 0  .    .         !
 1996.4!             +                        !!         .    0    .         !
 1997.1!             +*                       !!         .    .   0.         !
 1997.2!              +                       !!         .   0.    .         !
 1997.3!              +                       !!         .    . 0  .         !
 1997.4!           *  +                       !!       0 .    .    .         !
 1998.1!           +                          !!         .   0.    .         !
 1998.2!          *+                          !!         . 0  .    .         !
 1998.3!         +                            !!         .    0    .         !
 1998.4!        *+                            !!         .  0 .    .         !
 1999.1!        + *                           !!         .    .   0.         !
 1999.2!          +*                          !!         .    .   0.         !
 1999.3!           +*                         !!         .    . 0  .         !
 1999.4!            +   *                     !!         .    .    .      0  !
 2000.1!          *     +                     !0         .    .    .         !
 2000.2!          +                           !!         .   0.    .         !
 2000.3!         *+                           !!         .  0 .    .         !
 2000.4!         +                            !!         .  0 .    .         !
 2001.1!         +   *                        !!         .    .    .       0 !
 2001.2!             +                        !!         .  0 .    .         !
 2001.3!           *+                         !!         . 0  .    .         !
 2001.4!         * +                          !!       0 .    .    .         !
 2002.1!         + *                          !!         .    .    .0        !
 2002.2!          *+                          !!         .0   .    .         !
 2002.3!         *+                           !!         .  0 .    .         !
 2002.4!       * +                            !!         0    .    .         !
 2003.1!       +                              !!         .    .0   .         !
 2003.2!       +    *                         !!         .    .    .     0   !
 2003.3!           + *                        !!         .    .   0.         !
 2003.4!        *    +                        !! 0       .    .    .         !
 2004.1!       + *                            !!         .    .  0 .         !
 2004.2!        +                             !!         .   0.    .         !
 2004.3!        +*                            !!         .    .  0 .         !
 2004.4!        +*                            !!         .    . 0  .         !
 2005.1!     *  +                             !!     0   .    .    .         !
 2005.2!     +*                               !!         .    .  0 .         !
 2005.3!     *+                               !!         .   0.    .         !
 2005.4!    *+                                !!         .0   .    .         !
 2006.1!    +                                 !!         .    . 0  .         !
 2006.2!   *+                                 !!         . 0  .    .         !
 2006.3!  *+                                  !!         .  0 .    .         !
 2006.4!  + *                                 !!         .    .    0         !
 2007.1!    +*                                !!         .    .0   .         !
 2007.2!    +                                 !!         .  0 .    .         !
 2007.3!    +                                 !!         .    . 0  .         !
 2007.4!   *+                                 !!         . 0  .    .         !
 2008.1!   + *                                !!         .    .   0.         !
 2008.2!   *+                                 !!         .0   .    .         !
 2008.3!   +                                  !!         .    . 0  .         !
 2008.4!   + *                                !!         .    .  0 .         !
 2009.1!     +*                               !!         .    .  0 .         !
 2009.2!     *+                               !!         .0   .    .         !
 2009.3!    *+                                !!         .   0.    .         !
 2009.4!   *+                                 !!         . 0  .    .         !
 2010.1! * +                                  !!        0.    .    .         !
 2010.2! +*                                   !!         .    .  0 .         !
 2010.3! *+                                   !!         .   0.    .         !
 2010.4!* +                                   !!         0    .    .         !
 2011.1!+ *                                   !!         .    .    . 0       !
 2011.2*  +                                   !!      0  .    .    .         !
 2011.3!+                                     !!         .    . 0  .         !
 2011.4!+*                                    !!         .    . 0  .         !
 2012.1! +*                                   !!         .    . 0  .         !
 2012.2*  +                                   !!        0.    .    .         !
 2012.3!+                                     !!         .    . 0  .         !
 2012.4*+                                     !!         .0   .    .         !


     28.11 percent of the residuals exceed 1 SE
      5.41 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFIMA=FIPX$/MAPMM;                                                      
 GENR LAAFIMA=LOG(AAFIMA+.00001);                                             
 GENR LAFIMA=LOG(AFIMA+.00001);                                               
 LHS AAFIMA=EXP(LAAFIMA)-.00001;                                              
  EQ 1664 LAAFIMA C LAFIMA(-1) PFIMA;                                         
EQUATION 1113  LAAFIMA  
   RHS     C  LAFIMA(-1)  PFIMA  
 SMPL 1978.1 2012.4;                                                          
Sample period is now  1978.1 to  2012.4 Internally:   105 to   244
 OLS;EST 1113 PLOT=0;END;                                                     

Equation number = 1113
**********************

Dependent variable = LAAFIMA 

 1978.1 -   2012.4,    0 missing obs.,  140 obs. used.

Mean of dependent variable       -6.204704839

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.042722723       0.490579971  -4.16389     1.000000
13748 LAFIMA  ( -1)       0.635930129       0.064820096   9.81069    -6.209458
13746 PFIMA   (  0)      -0.248407304       0.314719980  -0.78930     0.858270

SE of equation            =     0.321487097
Sum of squared residuals  =  14.1594916      -0.355058205E-10
Average absolute error    =     0.254839382
Sum of ABS residuals      =  35.6775135    
R squared                 =   0.41345
Durbin-Watson statistic   =   2.37641
SMPL and No. Obs.         = 1978.1   2012.4    140

Plot of actual(*) and fitted(+) values and residuals(0)


 1978.1!     *     +                          !!         0    .    .         !
 1978.2!      *    +                          !!         .0   .    .         !
 1978.3!     *     +                          !!        0.    .    .         !
 1978.4!   *      +                           !!        0.    .    .         !
 1979.1!   *     +                            !!        0.    .    .         !
 1979.2!         +   *                        !!         .    .   0.         !
 1979.3*                +                     !0         .    .    .         !
 1979.4!      +    *                          !!         .    .   0.         !
 1980.1!         *    +                       !!         .0   .    .         !
 1980.2!        *    +                        !!         0    .    .         !
 1980.3!            +       *                 !!         .    .    . 0       !
 1980.4!                    +      *          !!         .    .    .0        !
 1981.1!               *        +             !!      0  .    .    .         !
 1981.2!                 +       *            !!         .    .    . 0       !
 1981.3!                       +     *        !!         .    .    0         !
 1981.4!          *               +           !!0        .    .    .         !
 1982.1!            * +                       !!         .   0.    .         !
 1982.2!  *            +                      !!  0      .    .    .         !
 1982.3!         +       *                    !!         .    .    .  0      !
 1982.4!      *            +                  !!  0      .    .    .         !
 1983.1!      *    +                          !!         0    .    .         !
 1983.2!            +   *                     !!         .    .   0.         !
 1983.3!                  +   *               !!         .    .  0 .         !
 1983.4!             *       +                !!       0 .    .    .         !
 1984.1!                +        *            !!         .    .    .  0      !
 1984.2!                        +*            !!         .    .0   .         !
 1984.3!                       +*             !!         .    .0   .         !
 1984.4!                 *     +              !!         0    .    .         !
 1985.1!                  *+                  !!         .   0.    .         !
 1985.2!                   +       *          !!         .    .    . 0       !
 1985.3!                       *+             !!         .  0 .    .         !
 1985.4!                      +       *       !!         .    .    . 0       !
 1986.1!                *         +           !!     0   .    .    .         !
 1986.2!                 +   *                !!         .    .  0 .         !
 1986.3!                *   +                 !!         .0   .    .         !
 1986.4!                 +*                   !!         .    0    .         !
 1987.1!              *   +                   !!         .0   .    .         !
 1987.2!             *  +                     !!         . 0  .    .         !
 1987.3!               +    *                 !!         .    .   0.         !
 1987.4!                   + *                !!         .    .0   .         !
 1988.1!              *     +                 !!        0.    .    .         !
 1988.2!             *  +                     !!         .  0 .    .         !
 1988.3!               +     *                !!         .    .    0         !
 1988.4!                    +    *            !!         .    .    0         !
 1989.1!                    *  +              !!         .  0 .    .         !
 1989.2!                    + *               !!         .    . 0  .         !
 1989.3!                    +                 !!         .    0    .         !
 1989.4!                   +  *               !!         .    .  0 .         !
 1990.1!                   * +                !!         .  0 .    .         !
 1990.2!                  +    *              !!         .    .   0.         !
 1990.3!                     +  *             !!         .    .  0 .         !
 1990.4!                      +               !!         .    0    .         !
 1991.1!                  *  +                !!         .  0 .    .         !
 1991.2!              *   +                   !!         .0   .    .         !
 1991.3!                +      *              !!         .    .    .0        !
 1991.4!                     +            *   !!         .    .    .      0  !
 1992.1!                     *      +         !!       0 .    .    .         !
 1992.2!                    +*                !!         .    .0   .         !
 1992.3!                    +       *         !!         .    .    . 0       !
 1992.4!                         +     *      !!         .    .    .0        !
 1993.1!                         * +          !!         .  0 .    .         !
 1993.2!                       +     *        !!         .    .    0         !
 1993.3!                          +    *      !!         .    .   0.         !
 1993.4!                           +       *  !!         .    .    .  0      !
 1994.1!                              +    *  !!         .    .    0         !
 1994.2!                              +       !!         .    0    .         !
 1994.3!                         *+           !!         .   0.    .         !
 1994.4!                       +    *         !!         .    .    0         !
 1995.1!                        *+            !!         .   0.    .         !
 1995.2!                      +         *     !!         .    .    .   0     !
 1995.3!                           +          !!         .    .0   .         !
 1995.4!                        +  *          !!         .    .  0 .         !
 1996.1!               *        +             !!      0  .    .    .         !
 1996.2!                +            *        !!         .    .    .      0  !
 1996.3!                      *  +            !!         . 0  .    .         !
 1996.4!                    +    *            !!         .    .   0.         !
 1997.1!                       +    *         !!         .    .    0         !
 1997.2!                         +       *    !!         .    .    .  0      !
 1997.3!                            +         *!         .    .    .   0     !
 1997.4!                        *      +      !!        0.    .    .         !
 1998.1!          *           +               !!   0     .    .    .         !
 1998.2!             +      *                 !!         .    .    .0        !
 1998.3!             *     +                  !!         0    .    .         !
 1998.4!               +      *               !!         .    .    .0        !
 1999.1!                  *  +                !!         .  0 .    .         !
 1999.2!                   +                  !!         .    .0   .         !
 1999.3!                  *+                  !!         .  0 .    .         !
 1999.4!                  +  *                !!         .    .  0 .         !
 2000.1!                *    +                !!         0    .    .         !
 2000.2!                 +     *              !!         .    .    0         !
 2000.3!                      +*              !!         .    .0   .         !
 2000.4!                      + *             !!         .    . 0  .         !
 2001.1!                       +              !!         .    0    .         !
 2001.2!                      +  *            !!         .    .  0 .         !
 2001.3!                       +   *          !!         .    .   0.         !
 2001.4!                       * +            !!         .   0.    .         !
 2002.1!                   *  +               !!         . 0  .    .         !
 2002.2!                   +  *               !!         .    .  0 .         !
 2002.3!                   * +                !!         .  0 .    .         !
 2002.4!                   +*                 !!         .    0    .         !
 2003.1!                *  +                  !!         . 0  .    .         !
 2003.2!             *   +                    !!         .0   .    .         !
 2003.3!              *+                      !!         .   0.    .         !
 2003.4!               +  *                   !!         .    . 0  .         !
 2004.1!               *  +                   !!         . 0  .    .         !
 2004.2!                +   *                 !!         .    .   0.         !
 2004.3!               *   +                  !!         .0   .    .         !
 2004.4!                +      *              !!         .    .    .0        !
 2005.1!               *     +                !!         0    .    .         !
 2005.2!                + *                   !!         .    . 0  .         !
 2005.3!                  +   *               !!         .    .   0.         !
 2005.4!                     +*               !!         .    0    .         !
 2006.1!                   * +                !!         .   0.    .         !
 2006.2!                   + *                !!         .    . 0  .         !
 2006.3!                    +                 !!         .    0    .         !
 2006.4!                   +*                 !!         .    0    .         !
 2007.1!                   + *                !!         .    . 0  .         !
 2007.2!                    +*                !!         .    .0   .         !
 2007.3!                 *  +                 !!         . 0  .    .         !
 2007.4!                 +     *              !!         .    .    0         !
 2008.1!                   * +                !!         .  0 .    .         !
 2008.2!                   +*                 !!         .    .0   .         !
 2008.3!               *   +                  !!         . 0  .    .         !
 2008.4!           *     +                    !!         0    .    .         !
 2009.1!             *+                       !!         .    0    .         !
 2009.2!            *  +                      !!         .  0 .    .         !
 2009.3!            *  +                      !!         .  0 .    .         !
 2009.4!              *+                      !!         .    0    .         !
 2010.1!           *    +                     !!         .0   .    .         !
 2010.2!            * +                       !!         .  0 .    .         !
 2010.3!               +                      !!         .    0    .         !
 2010.4!          *     +                     !!         0    .    .         !
 2011.1!              +                       !!         .    0    .         !
 2011.2!              * +                     !!         .  0 .    .         !
 2011.3!            *   +                     !!         . 0  .    .         !
 2011.4!           *   +                      !!         . 0  .    .         !
 2012.1!              +*                      !!         .    .0   .         !
 2012.2!             *   +                    !!         .0   .    .         !
 2012.3!          *    +                      !!         0    .    .         !
 2012.4!             +     *                  !!         .    .    0         !


     29.29 percent of the residuals exceed 1 SE
      5.00 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASMA=ASPX$/MAPMM;                                                      
 GENR LAAASMA=LOG(AAASMA+.00001);                                             
 GENR LAASMA=LOG(AASMA+.00001);                                               
 LHS AAASMA=EXP(LAAASMA)-.00001;                                              
  EQ 1665 LAAASMA C LAASMA(-1) PASMA;                                         
EQUATION 1114  LAAASMA  
   RHS     C  LAASMA(-1)  PASMA  
 SMPL 1969.4 2012.4;                                                          
Sample period is now  1969.4 to  2012.4 Internally:    72 to   244
 OLS;EST 1114 PLOT=0;END;                                                     

Equation number = 1114
**********************

Dependent variable = LAAASMA 

 1969.4 -   2012.4,    0 missing obs.,  173 obs. used.

Mean of dependent variable       -3.349580912

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.415146312       0.131309370  -3.16159     1.000000
13751 LAASMA  ( -1)       0.851359809       0.040922856  20.80402    -3.340390
13749 PASMA   (  0)      -0.092456921       0.076197292  -1.21339     0.979492

SE of equation            =     0.265280351
Sum of squared residuals  =  11.9635230      -0.297095681E-12
Average absolute error    =     0.169222382
Sum of ABS residuals      =  29.2754722    
R squared                 =   0.75421
Durbin-Watson statistic   =   2.40636
SMPL and No. Obs.         = 1969.4   2012.4    173

Plot of actual(*) and fitted(+) values and residuals(0)


 1969.4!                 +                    *!            . . .            0
 1970.1!                *                 +   !! 0          . . .            !
 1970.2!               +                      !!            . .0.            !
 1970.3!              +    *                  !!            . . .0           !
 1970.4!                 +*                   !!            . .0.            !
 1971.1!               * +                    !!            .0. .            !
 1971.2!              +*                      !!            . 0 .            !
 1971.3!              +  *                    !!            . . 0            !
 1971.4!                +*                    !!            . .0.            !
 1972.1!                +*                    !!            . .0.            !
 1972.2!                +  *                  !!            . . 0            !
 1972.3!                 +*                   !!            . .0.            !
 1972.4!                 + *                  !!            . .0.            !
 1973.1!                 + *                  !!            . .0.            !
 1973.2!              *  +                    !!            0 . .            !
 1973.3!             +   *                    !!            . . .0           !
 1973.4!             *  +                     !!            0 . .            !
 1974.1!            +  *                      !!            . . 0            !
 1974.2!             *+                       !!            .0. .            !
 1974.3!            +   *                     !!            . . .0           !
 1974.4!               +       *              !!            . . .   0        !
 1975.1!                  *  +                !!            0 . .            !
 1975.2!                + *                   !!            . .0.            !
 1975.3!                 + *                  !!            . .0.            !
 1975.4!                 + *                  !!            . .0.            !
 1976.1!               * +                    !!            0 . .            !
 1976.2!              + *                     !!            . .0.            !
 1976.3!               +   *                  !!            . . .0           !
 1976.4!                 +                    !!            . 0 .            !
 1977.1!               *+                     !!            .0. .            !
 1977.2!              +   *                   !!            . . .0           !
 1977.3!                 +                    !!            . 0 .            !
 1977.4!            *   +                     !!           0. . .            !
 1978.1!            +  *                      !!            . . .0           !
 1978.2!               +                      !!            . 0 .            !
 1978.3!              +  *                    !!            . . 0            !
 1978.4!                +   *                 !!            . . .0           !
 1979.1!               *   +                  !!            0 . .            !
 1979.2!               +                      !!            . 0 .            !
 1979.3!              +   *                   !!            . . .0           !
 1979.4!                *+                    !!            .0. .            !
 1980.1!               +  *                   !!            . . 0            !
 1980.2!              *  +                    !!            0 . .            !
 1980.3!              + *                     !!            . . 0            !
 1980.4!               +                      !!            . 0 .            !
 1981.1!              +*                      !!            . 0 .            !
 1981.2!              +*                      !!            . .0.            !
 1981.3!              + *                     !!            . .0.            !
 1981.4!             * +                      !!            0 . .            !
 1982.1!             +*                       !!            . .0.            !
 1982.2!             +                        !!            .0. .            !
 1982.3!            +  *                      !!            . . 0            !
 1982.4!         *    +                       !!           0. . .            !
 1983.1!         +*                           !!            . 0 .            !
 1983.2!          +    *                      !!            . . .0           !
 1983.3!            * +                       !!            .0. .            !
 1983.4!            +  *                      !!            . . 0            !
 1984.1!          *    +                      !!           0. . .            !
 1984.2!          + *                         !!            . .0.            !
 1984.3!           +   *                      !!            . . .0           !
 1984.4!             * +                      !!            .0. .            !
 1985.1!            *+                        !!            .0. .            !
 1985.2!            +  *                      !!            . . 0            !
 1985.3!             *+                       !!            .0. .            !
 1985.4!             +                        !!            . 0 .            !
 1986.1!             +                        !!            . 0 .            !
 1986.2!             +*                       !!            . .0.            !
 1986.3!              +                       !!            . 0 .            !
 1986.4!              + *                     !!            . .0.            !
 1987.1!              *+                      !!            .0. .            !
 1987.2!              +*                      !!            . .0.            !
 1987.3!              +*                      !!            . .0.            !
 1987.4!             *+                       !!            .0. .            !
 1988.1!             +                        !!            . 0 .            !
 1988.2!             +                        !!            . 0 .            !
 1988.3!             +                        !!            . 0 .            !
 1988.4!           * +                        !!            .0. .            !
 1989.1!           +*                         !!            . .0.            !
 1989.2!          * +                         !!            .0. .            !
 1989.3!          + *                         !!            . .0.            !
 1989.4!            +                         !!            . 0 .            !
 1990.1!         *  +                         !!            0 . .            !
 1990.2!         + *                          !!            . .0.            !
 1990.3!           +*                         !!            . .0.            !
 1990.4!            +                         !!            . 0 .            !
 1991.1!          * +                         !!            .0. .            !
 1991.2!       *  +                           !!            0 . .            !
 1991.3!        +    *                        !!            . . . 0          !
 1991.4!             +                        !!            . 0 .            !
 1992.1!           * +                        !!            .0. .            !
 1992.2!          *+                          !!            .0. .            !
 1992.3!        * +                           !!            .0. .            !
 1992.4!         +  *                         !!            . . 0            !
 1993.1!           *+                         !!            . 0 .            !
 1993.2!          *+                          !!            .0. .            !
 1993.3!          +  *                        !!            . . 0            !
 1993.4!             +                        !!            . 0 .            !
 1994.1!           * +                        !!            .0. .            !
 1994.2!          *+                          !!            .0. .            !
 1994.3!          +*                          !!            . .0.            !
 1994.4!           +*                         !!            . .0.            !
 1995.1!         *  +                         !!            0 . .            !
 1995.2!       * +                            !!            0 . .            !
 1995.3!        +  *                          !!            . . 0            !
 1995.4!           +                          !!            . 0 .            !
 1996.1!         * +                          !!            .0. .            !
 1996.2!        * +                           !!            .0. .            !
 1996.3!         + *                          !!            . . 0            !
 1996.4!          *+                          !!            .0. .            !
 1997.1!         * +                          !!            .0. .            !
 1997.2!        * +                           !!            .0. .            !
 1997.3!         +                            !!            . 0 .            !
 1997.4!         +*                           !!            . .0.            !
 1998.1!      *   +                           !!           0. . .            !
 1998.2!       +*                             !!            . .0.            !
 1998.3!        +*                            !!            . .0.            !
 1998.4!         +*                           !!            . 0 .            !
 1999.1!       *  +                           !!            0 . .            !
 1999.2!        +*                            !!            . 0 .            !
 1999.3!         +                            !!            . 0 .            !
 1999.4!        * +                           !!            .0. .            !
 2000.1!       * +                            !!            .0. .            !
 2000.2!      *+                              !!            .0. .            !
 2000.3!      *+                              !!            .0. .            !
 2000.4!       +                              !!            . 0 .            !
 2001.1!      * +                             !!            .0. .            !
 2001.2!       +                              !!            . 0 .            !
 2001.3!        +                             !!            . .0.            !
 2001.4!        *+                            !!            . 0 .            !
 2002.1!      *  +                            !!            0 . .            !
 2002.2!     * +                              !!            .0. .            !
 2002.3!      +                               !!            . 0 .            !
 2002.4!     * +                              !!            .0. .            !
 2003.1!   *  +                               !!            0 . .            !
 2003.2!    *+                                !!            . 0 .            !
 2003.3!    *+                                !!            .0. .            !
 2003.4!     +*                               !!            . 0 .            !
 2004.1!  *   +                               !!           0. . .            !
 2004.2!    + *                               !!            . . 0            !
 2004.3!     * +                              !!            .0. .            !
 2004.4!    * +                               !!            .0. .            !
 2005.1!     +                                !!            . 0 .            !
 2005.2!    * +                               !!            0 . .            !
 2005.3!  * +                                 !!            0 . .            !
 2005.4!  *+                                  !!            . 0 .            !
 2006.1!*  +                                  !!            0 . .            !
 2006.2! +                                    !!            . 0 .            !
 2006.3!  +                                   !!            . 0 .            !
 2006.4!  *+                                  !!            .0. .            !
 2007.1!  *+                                  !!            .0. .            !
 2007.2!  *+                                  !!            . 0 .            !
 2007.3!  *+                                  !!            .0. .            !
 2007.4! * +                                  !!            .0. .            !
 2008.1!  +*                                  !!            . 0 .            !
 2008.2! * +                                  !!            .0. .            !
 2008.3!  +                                   !!            . 0 .            !
 2008.4!*  +                                  !!            0 . .            !
 2009.1!*+                                    !!            .0. .            !
 2009.2! + *                                  !!            . .0.            !
 2009.3!  *+                                  !!            .0. .            !
 2009.4!*  +                                  !!            0 . .            !
 2010.1!*+                                    !!            .0. .            !
 2010.2* +                                    !!            .0. .            !
 2010.3!+*                                    !!            . .0.            !
 2010.4!* +                                   !!            .0. .            !
 2011.1* +                                    !!            .0. .            !
 2011.2!+                                     !!            . .0.            !
 2011.3! +                                    !!            . 0 .            !
 2011.4! +*                                   !!            . .0.            !
 2012.1!* +                                   !!            0 . .            !
 2012.2! + *                                  !!            . . 0            !
 2012.3!   *+                                 !!            . 0 .            !
 2012.4! *  +                                 !!            0 . .            !


     18.50 percent of the residuals exceed 1 SE
      1.73 percent of the residuals exceed 2 SE
@@EQ 1666 LAASOMA C LASOMA(-1) PSOMA;SMPL 1994.2 2012.4;OLS;EST 1666 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOMA=KOPX$/MAPMM;                                                      
 GENR LAAKOMA=LOG(AAKOMA+.00001);                                             
 GENR LAKOMA=LOG(AKOMA+.00001);                                               
 LHS AAKOMA=EXP(LAAKOMA)-.00001;                                              
  EQ 1667 LAAKOMA C LAKOMA(-1) PKOMA;                                         
EQUATION 1115  LAAKOMA  
   RHS     C  LAKOMA(-1)  PKOMA  
 SMPL 1969.3 2012.4;                                                          
Sample period is now  1969.3 to  2012.4 Internally:    71 to   244
 OLS;EST 1115 PLOT=0;END;                                                     

Equation number = 1115
**********************

Dependent variable = LAAKOMA 

 1969.3 -   2012.4,    0 missing obs.,  174 obs. used.

Mean of dependent variable       -4.172187311

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.006390252       0.085646333  -0.07461     1.000000
13754 LAKOMA  ( -1)       0.854214135       0.038404482  22.24256    -4.201235
13752 PKOMA   (  0)      -0.425967439       0.140349429  -3.03505     1.354664

SE of equation            =     0.303233971
Sum of squared residuals  =  15.7235938      -0.684119428E-11
Average absolute error    =     0.208236661
Sum of ABS residuals      =  36.2331790    
R squared                 =   0.95178
Durbin-Watson statistic   =   2.60054
SMPL and No. Obs.         = 1969.3   2012.4    174

Plot of actual(*) and fitted(+) values and residuals(0)


 1969.3!  *+                                  !!           .0 .  .           !
 1969.4*   +                                  !!        0  .  .  .           !
 1970.1!+ *                                   !!           .  . 0.           !
 1970.2! *+                                   !!           . 0.  .           !
 1970.3! *+                                   !!           . 0.  .           !
 1970.4! *+                                   !!           . 0.  .           !
 1971.1!* +                                   !!           0  .  .           !
 1971.2!+                                     !!           .  0  .           !
 1971.3!*+                                    !!           . 0.  .           !
 1971.4!+                                     !!           . 0.  .           !
 1972.1! +         *                          !!           .  .  .           0
 1972.2!           *+                         !!           . 0.  .           !
 1972.3!          * +                         !!           .0 .  .           !
 1972.4!          * +                         !!           0  .  .           !
 1973.1!            +                         !!           .  0  .           !
 1973.2!           * +                        !!           .0 .  .           !
 1973.3!          * +                         !!           0  .  .           !
 1973.4!         * +                          !!          0.  .  .           !
 1974.1!          +      *                    !!           .  .  .      0    !
 1974.2!                * +                   !!           0  .  .           !
 1974.3!                *+                    !!           0  .  .           !
 1974.4!                 +                    !!           .  0  .           !
 1975.1!               *  +                   !!        0  .  .  .           !
 1975.2!              * +                     !!           0  .  .           !
 1975.3!              *+                      !!           .0 .  .           !
 1975.4!              *+                      !!           .0 .  .           !
 1976.1!                + *                   !!           .  .  .0          !
 1976.2!              *   +                   !!       0   .  .  .           !
 1976.3!               +*                     !!           .  .0 .           !
 1976.4!              * +                     !!          0.  .  .           !
 1977.1!               +*                     !!           .  .0 .           !
 1977.2!                 +*                   !!           .  . 0.           !
 1977.3!               *   +                  !!         0 .  .  .           !
 1977.4!                 +                    !!           .  0  .           !
 1978.1!                  +                   !!           .  0  .           !
 1978.2!                  *+                  !!           . 0.  .           !
 1978.3!                   +                  !!           .  0  .           !
 1978.4!                   +*                 !!           .  .0 .           !
 1979.1!                    +*                !!           .  .0 .           !
 1979.2!                     +                !!           .  0  .           !
 1979.3!                     +*               !!           .  .0 .           !
 1979.4!                      +               !!           . 0.  .           !
 1980.1!                       +*             !!           .  . 0.           !
 1980.2!                        +             !!           . 0.  .           !
 1980.3!                        + *           !!           .  .  0           !
 1980.4!                           +          !!           .  .0 .           !
 1981.1!                       *   +          !!        0  .  .  .           !
 1981.2!                        +             !!           .  0  .           !
 1981.3!                    *   +             !!        0  .  .  .           !
 1981.4!                     +     *          !!           .  .  .     0     !
 1982.1!                         * +          !!           0  .  .           !
 1982.2!                         +            !!           .  0  .           !
 1982.3!                          +*          !!           .  . 0.           !
 1982.4!                          *+          !!           . 0.  .           !
 1983.1!                         * +          !!           0  .  .           !
 1983.2!                         +  *         !!           .  .  . 0         !
 1983.3!                      *     +         !!      0    .  .  .           !
 1983.4!                       + *            !!           .  .  .0          !
 1984.1!                          +           !!           .  .0 .           !
 1984.2!                        * +           !!           0  .  .           !
 1984.3!                        +             !!           .  0  .           !
 1984.4!                         + *          !!           .  .  .0          !
 1985.1!                          *+          !!           . 0.  .           !
 1985.2!                          + *         !!           .  . 0.           !
 1985.3!                            +*        !!           .  .  0           !
 1985.4!                             +     *  !!           .  .  .      0    !
 1986.1!                         *        +   !!0          .  .  .           !
 1986.2!                         + *          !!           .  .  0           !
 1986.3!                           +          !!           . 0.  .           !
 1986.4!                          *+          !!           .0 .  .           !
 1987.1!                          + *         !!           .  .  .0          !
 1987.2!                           *+         !!           . 0.  .           !
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 2009.3!                                * +   !!           0  .  .           !
 2009.4!                                 +*   !!           .  . 0.           !
 2010.1!                                  +   !!           . 0.  .           !
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 2010.3!                                * +   !!           .0 .  .           !
 2010.4!                                 +*   !!           .  . 0.           !
 2011.1!                                 * +  !!           .0 .  .           !
 2011.2!                                 *+   !!           . 0.  .           !
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 2011.4!                                 +    !!           .  0  .           !
 2012.1!                                 *+   !!           . 0.  .           !
 2012.2!                                 *+   !!           . 0.  .           !
 2012.3!                                 *+   !!           .0 .  .           !
 2012.4!                                  + * !!           .  .  .0          !


     20.69 percent of the residuals exceed 1 SE
      5.17 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEMA=BEPX$Q/MAPMM;                                                     
 GENR LAABEMA=LOG(AABEMA+.00001);                                             
 GENR LABEMA=LOG(ABEMA+.00001);                                               
 LHS AABEMA=EXP(LAABEMA)-.00001;                                              
  EQ 1668 LAABEMA C LABEMA(-1) PBEMA;                                         
EQUATION 1116  LAABEMA  
   RHS     C  LABEMA(-1)  PBEMA  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1116 PLOT=0;END;                                                     

Equation number = 1116
**********************

Dependent variable = LAABEMA 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -5.028521127

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.499181782       0.152134485  -3.28119     1.000000
13757 LABEMA  ( -1)       0.828390449       0.038596581  21.46279    -5.018560
13755 PBEMA   (  0)      -0.422670417       0.122625263  -3.44685     0.880146

SE of equation            =     0.204758162
Sum of squared residuals  =  7.63051470      -0.961630775E-11
Average absolute error    =     0.162791111
Sum of ABS residuals      =  30.1163556    
R squared                 =   0.83681
Durbin-Watson statistic   =   2.37330
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!                               + *    !!         .    .  0 .         !
 1967.1!                            * +       !!         .  0 .    .         !
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 1969.4!                 *         +          !0         .    .    .         !
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 2007.4!      * +                             !!         . 0  .    .         !
 2008.1!     +                                !!         .    0    .         !
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 2008.3!       +   *                          !!         .    .    0         !
 2008.4!      *   +                           !!        0.    .    .         !
 2009.1!      + *                             !!         .    .  0 .         !
 2009.2!        + *                           !!         .    .  0 .         !
 2009.3!         +*                           !!         .    .0   .         !
 2009.4!         +                            !!         .   0.    .         !
 2010.1!       *+                             !!         .  0 .    .         !
 2010.2!     * +                              !!         .0   .    .         !
 2010.3!    * +                               !!         .  0 .    .         !
 2010.4!     +*                               !!         .    .0   .         !
 2011.1!      +*                              !!         .    . 0  .         !
 2011.2!    * +                               !!         .0   .    .         !
 2011.3*    +                                 !!       0 .    .    .         !
 2011.4!+   *                                 !!         .    .    0         !
 2012.1!     +*                               !!         .    .0   .         !
 2012.2!  *   +                               !!        0.    .    .         !
 2012.3! * +                                  !!         . 0  .    .         !
 2012.4!  +*                                  !!         .    .0   .         !


     32.43 percent of the residuals exceed 1 SE
      4.86 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDEMA=DEPX$Q/MAPMM;                                                     
 GENR LAADEMA=LOG(AADEMA+.00001);                                             
 GENR LADEMA=LOG(ADEMA+.00001);                                               
 LHS AADEMA=EXP(LAADEMA)-.00001;                                              
  EQ 1669 LAADEMA C LADEMA(-1) PDEMA;                                         
EQUATION 1117  LAADEMA  
   RHS     C  LADEMA(-1)  PDEMA  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1117 PLOT=0;END;                                                     

Equation number = 1117
**********************

Dependent variable = LAADEMA 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -6.054613539

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.940599314       0.268408511  -3.50436     1.000000
13760 LADEMA  ( -1)       0.822469246       0.043618350  18.85604    -6.047353
13758 PDEMA   (  0)      -0.153939659       0.173283767  -0.88837     0.911085

SE of equation            =     0.302440422
Sum of squared residuals  =  16.6475780       0.571986902E-12
Average absolute error    =     0.214642777
Sum of ABS residuals      =  39.7089138    
R squared                 =   0.68491
Durbin-Watson statistic   =   2.76045
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!                     + *              !!           .  .0 .           !
 1967.1!                     +      *         !!           .  .  .0          !
 1967.2!                         +    *       !!           .  .  0           !
 1967.3!                          +    *      !!           .  .  0           !
 1967.4!                           +     *    !!           .  .  .0          !
 1968.1!                          *  +        !!           .0 .  .           !
 1968.2!                        +  *          !!           .  . 0.           !
 1968.3!                         +  *         !!           .  . 0.           !
 1968.4!                          +  *        !!           .  . 0.           !
 1969.1!                          +  *        !!           .  .0 .           !
 1969.2!                          +*          !!           .  0  .           !
 1969.3!                         +  *         !!           .  . 0.           !
 1969.4!                     *    +           !!           0  .  .           !
 1970.1!                    +   *             !!           .  .  0           !
 1970.2!                       + *            !!           .  .0 .           !
 1970.3!                       +  *           !!           .  . 0.           !
 1970.4!                        + *           !!           .  .0 .           !
 1971.1!                        +        *    !!           .  .  . 0         !
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 1971.3!                               +  *   !!           .  . 0.           !
 1971.4!                              +    *  !!           .  .  0           !
 1972.1!                               +  *   !!           .  . 0.           !
 1972.2!                         *     +      !!          0.  .  .           !
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 1973.4!              +       *               !!           .  .  . 0         !
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 1981.2!                        +   *         !!           .  .  0           !
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 1982.1!                      +               !!           .  0  .           !
 1982.2!                 *    +               !!           0  .  .           !
 1982.3!             *   +                    !!           0  .  .           !
 1982.4!              +          *            !!           .  .  .   0       !
 1983.1!             *          +             !!       0   .  .  .           !
 1983.2!              +    *                  !!           .  .  0           !
 1983.3!          *        +                  !!        0  .  .  .           !
 1983.4!           *+                         !!           . 0.  .           !
 1984.1!            +    *                    !!           .  .  0           !
 1984.2!                  +      *            !!           .  .  . 0         !
 1984.3!                        +             !!           .  0  .           !
 1984.4!                       + *            !!           .  .0 .           !
 1985.1!                        +   *         !!           .  .  0           !
 1985.2!                          *+          !!           .  0  .           !
 1985.3!                         +      *     !!           .  .  .0          !
 1985.4!                           * +        !!           .0 .  .           !
 1986.1!                     *   +            !!           .0 .  .           !
 1986.2!                     +  *             !!           .  . 0.           !
 1986.3!                      +  *            !!           .  . 0.           !
 1986.4!                        +*            !!           .  0  .           !
 1987.1!                       + *            !!           .  .0 .           !
 1987.2!                  *     +             !!          0.  .  .           !
 1987.3!                  +   *               !!           .  .  0           !
 1987.4!                     +  *             !!           .  . 0.           !
 1988.1!                      *+              !!           . 0.  .           !
 1988.2!                 *   +                !!           0  .  .           !
 1988.3!                 +  *                 !!           .  . 0.           !
 1988.4!                    +                 !!           .  0  .           !
 1989.1!                   +  *               !!           .  . 0.           !
 1989.2!                     +   *            !!           .  . 0.           !
 1989.3!                        +         *   !!           .  .  .  0        !
 1989.4!                       *       +      !!         0 .  .  .           !
 1990.1!                     *+               !!           . 0.  .           !
 1990.2!                    +   *             !!           .  .  0           !
 1990.3!                 *     +              !!          0.  .  .           !
 1990.4!                 +                    *!           .  .  .         0 !
 1991.1!                    *             +   !!     0     .  .  .           !
 1991.2!                  *+                  !!           . 0.  .           !
 1991.3!               *  +                   !!           .0 .  .           !
 1991.4!               +  *                   !!           .  . 0.           !
 1992.1!                  +*                  !!           .  0  .           !
 1992.2!                  +     *             !!           .  .  0           !
 1992.3!               *      +               !!         0 .  .  .           !
 1992.4!               + *                    !!           .  .0 .           !
 1993.1!                 +  *                 !!           .  . 0.           !
 1993.2!                  *+                  !!           . 0.  .           !
 1993.3!               *  +                   !!           .0 .  .           !
 1993.4!                +                     !!           .  0  .           !
 1994.1!              * +                     !!           .0 .  .           !
 1994.2!              +                       !!           .  0  .           !
 1994.3!               +*                     !!           .  .0 .           !
 1994.4!        *       +                     !!         0 .  .  .           !
 1995.1!          +    *                      !!           .  .  0           !
 1995.2!          *    +                      !!           0  .  .           !
 1995.3!            +                         !!           .  0  .           !
 1995.4!             +                        !!           .  0  .           !
 1996.1!             +*                       !!           .  0  .           !
 1996.2!             *+                       !!           . 0.  .           !
 1996.3!              +                       !!           .  0  .           !
 1996.4!              +  *                    !!           .  . 0.           !
 1997.1!               * +                    !!           . 0.  .           !
 1997.2!               +   *                  !!           .  . 0.           !
 1997.3!                   +                  !!           .  0  .           !
 1997.4!             *     +                  !!          0.  .  .           !
 1998.1!             +      *                 !!           .  .  .0          !
 1998.2!                 * +                  !!           .0 .  .           !
 1998.3!             *   +                    !!           .0 .  .           !
 1998.4!          *  +                        !!           .0 .  .           !
 1999.1!         * +                          !!           . 0.  .           !
 1999.2!          *+                          !!           . 0.  .           !
 1999.3!           +  *                       !!           .  . 0.           !
 1999.4!            *  +                      !!           .0 .  .           !
 2000.1!           * +                        !!           .0 .  .           !
 2000.2!          * +                         !!           . 0.  .           !
 2000.3!            + *                       !!           .  . 0.           !
 2000.4!              *+                      !!           .  0  .           !
 2001.1!             * +                      !!           . 0.  .           !
 2001.2!              +                       !!           .  0  .           !
 2001.3!              *+                      !!           .  0  .           !
 2001.4!               +   *                  !!           .  . 0.           !
 2002.1!              *   +                   !!           0  .  .           !
 2002.2!              +                       !!           .  0  .           !
 2002.3!            * +                       !!           .0 .  .           !
 2002.4!             +*                       !!           .  .0 .           !
 2003.1!             *+                       !!           . 0.  .           !
 2003.2!           * +                        !!           .0 .  .           !
 2003.3!       *    +                         !!           0  .  .           !
 2003.4!       *+                             !!           . 0.  .           !
 2004.1!    *   +                             !!           0  .  .           !
 2004.2!      +    *                          !!           .  .  0           !
 2004.3!    *       +                         !!         0 .  .  .           !
 2004.4!   *  +                               !!           .0 .  .           !
 2005.1!     +                                !!           .  0  .           !
 2005.2!      +                               !!           .  0  .           !
 2005.3!       +*                             !!           .  0  .           !
 2005.4!    *    +                            !!           0  .  .           !
 2006.1!  *   +                               !!           .0 .  .           !
 2006.2*    +                                 !!           0  .  .           !
 2006.3!  +*                                  !!           .  .0 .           !
 2006.4!    *+                                !!           .  0  .           !
 2007.1!      +                               !!           .  0  .           !
 2007.2! *      +                             !!          0.  .  .           !
 2007.3!   +                                  !!           .  0  .           !
 2007.4!    +                                 !!           .  0  .           !
 2008.1!  *   +                               !!           .0 .  .           !
 2008.2! *  +                                 !!           .0 .  .           !
 2008.3!*  +                                  !!           .0 .  .           !
 2008.4!  + *                                 !!           .  .0 .           !
 2009.1!      +*                              !!           .  .0 .           !
 2009.2!       *+                             !!           . 0.  .           !
 2009.3!   *    +                             !!           0  .  .           !
 2009.4!   * +                                !!           . 0.  .           !
 2010.1!*    +                                !!           0  .  .           !
 2010.2*  +                                   !!           .0 .  .           !
 2010.3!  +*                                  !!           .  .0 .           !
 2010.4! *   +                                !!           0  .  .           !
 2011.1!*  +                                  !!           .0 .  .           !
 2011.2!*  +                                  !!           .0 .  .           !
 2011.3!  +   *                               !!           .  . 0.           !
 2011.4!     * +                              !!           . 0.  .           !
 2012.1!    *  +                              !!           .0 .  .           !
 2012.2! *    +                               !!           0  .  .           !
 2012.3!    +                                 !!           .  0  .           !
 2012.4!*     +                               !!          0.  .  .           !


     20.54 percent of the residuals exceed 1 SE
      4.86 percent of the residuals exceed 2 SE
@@EQ 1670 LAANOMA C LANOMA(-1) PNOMA;SMPL 2002.3 2012.4;OLS;EST 1670 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWMA=SWPX$Q/MAPMM;                                                     
 GENR LAASWMA=LOG(AASWMA+.00001);                                             
 GENR LASWMA=LOG(ASWMA+.00001);                                               
 LHS AASWMA=EXP(LAASWMA)-.00001;                                              
  EQ 1671 LAASWMA C LASWMA(-1) PSWMA;                                         
EQUATION 1118  LAASWMA  
   RHS     C  LASWMA(-1)  PSWMA  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1118 PLOT=0;END;                                                     

Equation number = 1118
**********************

Dependent variable = LAASWMA 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -4.882182108

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.597815207       0.227212279  -2.63109     1.000000
13763 LASWMA  ( -1)       0.838413135       0.042458687  19.74656    -4.876092
13761 PSWMA   (  0)      -0.192569619       0.167685420  -1.14840     1.018784

SE of equation            =     0.310672718
Sum of squared residuals  =  17.5661919      -0.390532051E-11
Average absolute error    =     0.232862388
Sum of ABS residuals      =  43.0795418    
R squared                 =   0.70906
Durbin-Watson statistic   =   2.56176
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!              +        *              !!         .    .    .    0    !
 1967.1!           *         +                !!   0     .    .    .         !
 1967.2!           +        *                 !!         .    .    .   0     !
 1967.3!                  +*                  !!         .    .0   .         !
 1967.4!                 + *                  !!         .    . 0  .         !
 1968.1!         *        +                   !!    0    .    .    .         !
 1968.2!       * +                            !!         .  0 .    .         !
 1968.3!        +             *               !!         .    .    .        0!
 1968.4!                *    +                !!         0    .    .         !
 1969.1!                +        *            !!         .    .    .    0    !
 1969.2!                      * +             !!         .  0 .    .         !
 1969.3!                *    +                !!         0    .    .         !
 1969.4!         *      +                     !!       0 .    .    .         !
 1970.1!          +           *               !!         .    .    .      0  !
 1970.2!                    +                 !!         .   0.    .         !
 1970.3!                   +                  !!         .    .0   .         !
 1970.4!                  +                   !!         .    0    .         !
 1971.1!                  +   *               !!         .    .    0         !
 1971.2!                    +*                !!         .    .0   .         !
 1971.3!                    +                 !!         .    0    .         !
 1971.4!                   +*                 !!         .    .0   .         !
 1972.1!                   +    *             !!         .    .    0         !
 1972.2!                       +*             !!         .    . 0  .         !
 1972.3!                       +       *      !!         .    .    .  0      !
 1972.4!                           * +        !!         .  0 .    .         !
 1973.1!                          +           !!         .    0    .         !
 1973.2!                        + *           !!         .    . 0  .         !
 1973.3!                        *+            !!         .    0    .         !
 1973.4!                    *  +              !!         . 0  .    .         !
 1974.1!                   +  *               !!         .    .  0 .         !
 1974.2!                     +                !!         .    0    .         !
 1974.3!                    + *               !!         .    . 0  .         !
 1974.4!                     +                !!         .    .0   .         !
 1975.1!                    +   *             !!         .    .   0.         !
 1975.2!                     *+               !!         .   0.    .         !
 1975.3!                    +    *            !!         .    .    0         !
 1975.4!                       +   *          !!         .    .    0         !
 1976.1!                         + *          !!         .    .0   .         !
 1976.2!                       *+             !!         .   0.    .         !
 1976.3!                *     +               !!        0.    .    .         !
 1976.4!                +*                    !!         .    .0   .         !
 1977.1!                + *                   !!         .    . 0  .         !
 1977.2!                  +  *                !!         .    .   0.         !
 1977.3!                    + *               !!         .    . 0  .         !
 1977.4!                     +*               !!         .    .0   .         !
 1978.1!                     +  *             !!         .    .  0 .         !
 1978.2!                       + *            !!         .    .  0 .         !
 1978.3!                        +             !!         .    0    .         !
 1978.4!                      +   *           !!         .    .   0.         !
 1979.1!                       *+             !!         .   0.    .         !
 1979.2!                      +   *           !!         .    .   0.         !
 1979.3!                        +             *!         .    .    .         0
 1979.4!                        *          +  !!  0      .    .    .         !
 1980.1!                       +*             !!         .    . 0  .         !
 1980.2!                       + *            !!         .    .  0 .         !
 1980.3!                        + *           !!         .    . 0  .         !
 1980.4!                         +         *  !!         .    .    .     0   !
 1981.1!                      *         +     !!   0     .    .    .         !
 1981.2!                      +        *      !!         .    .    .    0    !
 1981.3!                    *        +        !!    0    .    .    .         !
 1981.4!                    +  *              !!         .    .  0 .         !
 1982.1!                   *  +               !!         . 0  .    .         !
 1982.2!                 * +                  !!         .  0 .    .         !
 1982.3!                 *+                   !!         .   0.    .         !
 1982.4!                  +  *                !!         .    .  0 .         !
 1983.1!                     + *              !!         .    .  0 .         !
 1983.2!                       + *            !!         .    . 0  .         !
 1983.3!                       *+             !!         .   0.    .         !
 1983.4!                   *   +              !!         .0   .    .         !
 1984.1!                   +     *            !!         .    .    . 0       !
 1984.2!                       * +            !!         .   0.    .         !
 1984.3!                       + *            !!         .    . 0  .         !
 1984.4!                      * +             !!         .  0 .    .         !
 1985.1!                      +         *     !!         .    .    .    0    !
 1985.2!                              +*      !!         .    .0   .         !
 1985.3!                             +        !!         .    0    .         !
 1985.4!                            + *       !!         .    .  0 .         !
 1986.1!                       *    +         !!        0.    .    .         !
 1986.2!                      + *             !!         .    . 0  .         !
 1986.3!                    *  +              !!         . 0  .    .         !
 1986.4!                    +    *            !!         .    .    0         !
 1987.1!                   *   +              !!         0    .    .         !
 1987.2!              *    +                  !!         0    .    .         !
 1987.3!              +  *                    !!         .    .  0 .         !
 1987.4!          *      +                    !!      0  .    .    .         !
 1988.1!           +   *                      !!         .    .    0         !
 1988.2!                +*                    !!         .    .0   .         !
 1988.3!              *  +                    !!         . 0  .    .         !
 1988.4!             * +                      !!         .  0 .    .         !
 1989.1!              +   *                   !!         .    .    0         !
 1989.2!                 *+                   !!         .   0.    .         !
 1989.3!                 +   *                !!         .    .   0.         !
 1989.4!               *    +                 !!         0    .    .         !
 1990.1!                +  *                  !!         .    .   0.         !
 1990.2!                  +                   !!         .    0    .         !
 1990.3!                * +                   !!         .  0 .    .         !
 1990.4!                +*                    !!         .    .0   .         !
 1991.1!                 + *                  !!         .    .  0 .         !
 1991.2!                  *+                  !!         .    0    .         !
 1991.3!                  +     *             !!         .    .    .0        !
 1991.4!                      +  *            !!         .    . 0  .         !
 1992.1!              *        +              !!    0    .    .    .         !
 1992.2!           *   +                      !!         . 0  .    .         !
 1992.3!            +     *                   !!         .    .    . 0       !
 1992.4!             *    +                   !!         0    .    .         !
 1993.1!              +  *                    !!         .    .   0.         !
 1993.2!                *+                    !!         .   0.    .         !
 1993.3!                 +*                   !!         .    .0   .         !
 1993.4!                * +                   !!         .  0 .    .         !
 1994.1!                 +                    !!         .    .0   .         !
 1994.2!                  + *                 !!         .    .  0 .         !
 1994.3!                  * +                 !!         .  0 .    .         !
 1994.4!                 *+                   !!         .  0 .    .         !
 1995.1!                 + *                  !!         .    . 0  .         !
 1995.2!                  *+                  !!         .   0.    .         !
 1995.3!                * +                   !!         .  0 .    .         !
 1995.4!              * +                     !!         .  0 .    .         !
 1996.1!              +    *                  !!         .    .    0         !
 1996.2!                  +                   !!         .    0    .         !
 1996.3!                  +*                  !!         .    .0   .         !
 1996.4!              *   +                   !!         0    .    .         !
 1997.1!              +  *                    !!         .    .  0 .         !
 1997.2!                 +   *                !!         .    .   0.         !
 1997.3!                  * +                 !!         .  0 .    .         !
 1997.4!           *      +                   !!       0 .    .    .         !
 1998.1!            +                         !!         .    0    .         !
 1998.2!             +*                       !!         .    . 0  .         !
 1998.3!             * +                      !!         .  0 .    .         !
 1998.4!           *  +                       !!         . 0  .    .         !
 1999.1!          * +                         !!         .   0.    .         !
 1999.2!          *+                          !!         .   0.    .         !
 1999.3!           +   *                      !!         .    .   0.         !
 1999.4!                +                     !!         .    0    .         !
 2000.1!                +   *                 !!         .    .   0.         !
 2000.2!                  *+                  !!         .   0.    .         !
 2000.3!                  + *                 !!         .    . 0  .         !
 2000.4!                  * +                 !!         .  0 .    .         !
 2001.1!                  +*                  !!         .    .0   .         !
 2001.2!                  *+                  !!         .   0.    .         !
 2001.3!                * +                   !!         .  0 .    .         !
 2001.4!             *   +                    !!         .0   .    .         !
 2002.1!              + *                     !!         .    . 0  .         !
 2002.2!            *   +                     !!         .0   .    .         !
 2002.3!             +                        !!         .    0    .         !
 2002.4!             *+                       !!         .   0.    .         !
 2003.1!          *   +                       !!         .0   .    .         !
 2003.2!       *   +                          !!         0    .    .         !
 2003.3!        +                             !!         .    0    .         !
 2003.4!    *    +                            !!        0.    .    .         !
 2004.1!      +                               !!         .    0    .         !
 2004.2!     * +                              !!         .  0 .    .         !
 2004.3!       +   *                          !!         .    .   0.         !
 2004.4!          * +                         !!         .  0 .    .         !
 2005.1!      *    +                          !!         0    .    .         !
 2005.2!       +*                             !!         .    0    .         !
 2005.3!         +  *                         !!         .    .  0 .         !
 2005.4!     *       +                        !!      0  .    .    .         !
 2006.1!       +*                             !!         .    .0   .         !
 2006.2!       * +                            !!         .  0 .    .         !
 2006.3!        +                             !!         .    0    .         !
 2006.4!      *  +                            !!         . 0  .    .         !
 2007.1!       +*                             !!         .    .0   .         !
 2007.2!        *+                            !!         .  0 .    .         !
 2007.3!         +                            !!         .    0    .         !
 2007.4!   *     +                            !!       0 .    .    .         !
 2008.1!    *+                                !!         .    0    .         !
 2008.2!      +*                              !!         .    .0   .         !
 2008.3!      * +                             !!         . 0  .    .         !
 2008.4!  *    +                              !!         0    .    .         !
 2009.1!     +   *                            !!         .    .    0         !
 2009.2!     *    +                           !!        0.    .    .         !
 2009.3!  *   +                               !!         .0   .    .         !
 2009.4!*   +                                 !!         .0   .    .         !
 2010.1!   +   *                              !!         .    .    0         !
 2010.2!    *   +                             !!         0    .    .         !
 2010.3!   *  +                               !!         . 0  .    .         !
 2010.4!   * +                                !!         .  0 .    .         !
 2011.1!  *  +                                !!         . 0  .    .         !
 2011.2!   *+                                 !!         .   0.    .         !
 2011.3!    *+                                !!         .   0.    .         !
 2011.4!   *  +                               !!         . 0  .    .         !
 2012.1!   * +                                !!         . 0  .    .         !
 2012.2!*    +                                !!         0    .    .         !
 2012.3!*  +                                  !!         . 0  .    .         !
 2012.4*  +                                   !!         . 0  .    .         !


     27.03 percent of the residuals exceed 1 SE
      8.11 percent of the residuals exceed 2 SE
@EQ  1672 LAAGRMA C LAGRMA(-1) PGRMA;SMPL 1984.2 2012.4;OLS;EST 1672 PLOT=0;EN
@EQ  1673 LAAIRMA C LAIRMA(-1) PIRMA;SMPL 1975.2 2012.4;OLS;EST 1673 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOMA=POPX$Q/MAPMM;                                                     
 GENR LAAPOMA=LOG(AAPOMA+.00001);                                             
 GENR LAPOMA=LOG(APOMA+.00001);                                               
 LHS AAPOMA=EXP(LAAPOMA)-.00001;                                              
  EQ 1674 LAAPOMA C LAPOMA(-1) PPOMA;                                         
EQUATION 1119  LAAPOMA  
   RHS     C  LAPOMA(-1)  PPOMA  
 SMPL 1980.3 2012.4;                                                          
Sample period is now  1980.3 to  2012.4 Internally:   115 to   244
 OLS;EST 1119 PLOT=0;END;                                                     

Equation number = 1119
**********************

Dependent variable = LAAPOMA 

 1980.3 -   2012.4,    0 missing obs.,  130 obs. used.

Mean of dependent variable       -7.933747551

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.800848886       0.792425367  -1.01063     1.000000
13766 LAPOMA  ( -1)       0.848673082       0.047309595  17.93871    -7.926272
13764 PPOMA   (  0)      -0.401510322       0.708427555  -0.56676     1.011394

SE of equation            =     0.560285279
Sum of squared residuals  =  39.8677884      -0.383835186E-10
Average absolute error    =     0.397696327
Sum of ABS residuals      =  51.7005225    
R squared                 =   0.71847
Durbin-Watson statistic   =   2.12891
SMPL and No. Obs.         = 1980.3   2012.4    130

Plot of actual(*) and fitted(+) values and residuals(0)


 1980.3!              +          *            !!          .   .   .   0      !
 1980.4!                        +*            !!          .   0   .          !
 1981.1!                  *    +              !!          .0  .   .          !
 1981.2!                  +         *         !!          .   .   .  0       !
 1981.3!                          +*          !!          .   0   .          !
 1981.4!                         +  *         !!          .   . 0 .          !
 1982.1!     *                    +           !0          .   .   .          !
 1982.2!      + *                             !!          .   .0  .          !
 1982.3!     *  +                             !!          .0  .   .          !
 1982.4!      +                               !!          .   0   .          !
 1983.1!*      +                              !!         0.   .   .          !
 1983.2!  +    *                              !!          .   .   0          !
 1983.3!    *   +                             !!          .0  .   .          !
 1983.4!   * +                                !!          .  0.   .          !
 1984.1!    +   *                             !!          .   .  0.          !
 1984.2!    *    +                            !!          0   .   .          !
 1984.3!     +    *                           !!          .   .   0          !
 1984.4!          + *                         !!          .   .0  .          !
 1985.1!           *+                         !!          .  0.   .          !
 1985.2!         * +                          !!          .  0.   .          !
 1985.3!     *    +                           !!          .0  .   .          !
 1985.4!      +                               !!          .   0   .          !
 1986.1!    *  +                              !!          . 0 .   .          !
 1986.2!     +                                !!          .   0   .          !
 1986.3!      +                               !!          .   0   .          !
 1986.4!      *+                              !!          .  0.   .          !
 1987.1!      *+                              !!          .  0.   .          !
 1987.2!        +          *                  !!          .   .   .   0      !
 1987.3!*                  +                  !! 0        .   .   .          !
 1987.4!  +      *                            !!          .   .   0          !
 1988.1!     *    +                           !!          .0  .   .          !
 1988.2!      *+                              !!          .   0   .          !
 1988.3!       +*                             !!          .   0   .          !
 1988.4!     *   +                            !!          .0  .   .          !
 1989.1!     * +                              !!          .  0.   .          !
 1989.2!  *   +                               !!          .0  .   .          !
 1989.3!*   +                                 !!          . 0 .   .          !
 1989.4!  +    *                              !!          .   .  0.          !
 1990.1!       *+                             !!          .  0.   .          !
 1990.2!      *  +                            !!          . 0 .   .          !
 1990.3!       +  *                           !!          .   . 0 .          !
 1990.4!           + *                        !!          .   . 0 .          !
 1991.1!           * +                        !!          .  0.   .          !
 1991.2!            +                         !!          .   0   .          !
 1991.3!            +       *                 !!          .   .   .0         !
 1991.4!                   + *                !!          .   .0  .          !
 1992.1!                    *+                !!          .   0   .          !
 1992.2!                    +  *              !!          .   . 0 .          !
 1992.3!                      +               !!          .   0   .          !
 1992.4!                 *   +                !!          .0  .   .          !
 1993.1!                +  *                  !!          .   . 0 .          !
 1993.2!                   +*                 !!          .   .0  .          !
 1993.3!                   +   *              !!          .   .  0.          !
 1993.4!                    * +               !!          .  0.   .          !
 1994.1!                   +                  !!          .  0.   .          !
 1994.2!                  +    *              !!          .   .   0          !
 1994.3!                      +               !!          .   0   .          !
 1994.4!                 *   +                !!          .0  .   .          !
 1995.1!                +*                    !!          .   0   .          !
 1995.2!                 +   *                !!          .   .  0.          !
 1995.3!                 *  +                 !!          . 0 .   .          !
 1995.4!              *  +                    !!          . 0 .   .          !
 1996.1!              +                       !!          .   0   .          !
 1996.2!              +*                      !!          .   .0  .          !
 1996.3!               +                      !!          .   0   .          !
 1996.4!          *    +                      !!          .0  .   .          !
 1997.1!           +                          !!          .   0   .          !
 1997.2!           + *                        !!          .   .0  .          !
 1997.3!         *   +                        !!          .0  .   .          !
 1997.4!        * +                           !!          .  0.   .          !
 1998.1!         +*                           !!          .   0   .          !
 1998.2!          +   *                       !!          .   .  0.          !
 1998.3!             +  *                     !!          .   . 0 .          !
 1998.4!               +   *                  !!          .   . 0 .          !
 1999.1!                  +                   !!          .   0   .          !
 1999.2!    *            +                    !!    0     .   .   .          !
 1999.3!     +     *                          !!          .   .   0          !
 1999.4!   *       +                          !!        0 .   .   .          !
 2000.1!     +  *                             !!          .   . 0 .          !
 2000.2!    *    +                            !!          0   .   .          !
 2000.3*     +                                !!          0   .   .          !
 2000.4! +*                                   !!          .   .0  .          !
 2001.1!   +  *                               !!          .   . 0 .          !
 2001.2!       +    *                         !!          .   .   0          !
 2001.3!      *     +                         !!          0   .   .          !
 2001.4!       +       *                      !!          .   .   . 0        !
 2002.1!              *+                      !!          .  0.   .          !
 2002.2!              +    *                  !!          .   .   0          !
 2002.3!                  +  *                !!          .   . 0 .          !
 2002.4!                   +  *               !!          .   . 0 .          !
 2003.1!               *     +                !!          0   .   .          !
 2003.2!             * +                      !!          .  0.   .          !
 2003.3!             +                        !!          .   0   .          !
 2003.4!             +   *                    !!          .   .  0.          !
 2004.1!                +         *           !!          .   .   .  0       !
 2004.2!                        +*            !!          .   .0  .          !
 2004.3!                       +    *         !!          .   .  0.          !
 2004.4!                          +     *     !!          .   .   0          !
 2005.1!                           * +        !!          . 0 .   .          !
 2005.2!                     *   +            !!          . 0 .   .          !
 2005.3!                    +   *             !!          .   .  0.          !
 2005.4!                    * +               !!          .  0.   .          !
 2006.1!                   +                  !!          .   0   .          !
 2006.2!                  +                   !!          .   0   .          !
 2006.3!                 + *                  !!          .   .0  .          !
 2006.4!                  +          *        !!          .   .   .   0      !
 2007.1!                          +           *!          .   .   .    0     !
 2007.2!                                  +   *!          .   .  0.          !
 2007.3!                                * +   !!          .  0.   .          !
 2007.4!                             +      * !!          .   .   .0         !
 2008.1!                                +    *!!          .   .  0.          !
 2008.2!                                 + *  !!          .   .0  .          !
 2008.3!                               +    * !!          .   .   0          !
 2008.4!                                 +*   !!          .   .0  .          !
 2009.1!                     *        +       !!       0  .   .   .          !
 2009.2!      *            +                  !!    0     .   .   .          !
 2009.3!   *   +                              !!          . 0 .   .          !
 2009.4!   * +                                !!          .  0.   .          !
 2010.1!    +                                 !!          .   0   .          !
 2010.2!*    +                                !!          0   .   .          !
 2010.3!  +                                   !!          .   0   .          !
 2010.4!*  +                                  !!          .0  .   .          !
 2011.1! + *                                  !!          .   .0  .          !
 2011.2!   *+                                 !!          .   0   .          !
 2011.3!  *  +                                !!          . 0 .   .          !
 2011.4! *  +                                 !!          . 0 .   .          !
 2012.1! * +                                  !!          .  0.   .          !
 2012.2!  +        *                          !!          .   .   . 0        !
 2012.3!           +                          !!          .   0   .          !
 2012.4!     *     +                          !!         0.   .   .          !


     20.77 percent of the residuals exceed 1 SE
      6.15 percent of the residuals exceed 2 SE
@@EQ 1675 LAASPMA C LASPMA(-1) PSPMA;SMPL 1992.3 2012.4;OLS;EST 1675 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNZMA=NZPX$Q/MAPMM;                                                     
 GENR LAANZMA=LOG(AANZMA+.00001);                                             
 GENR LANZMA=LOG(ANZMA+.00001);                                               
 LHS AANZMA=EXP(LAANZMA)-.00001;                                              
  EQ 1676 LAANZMA C LANZMA(-1) PNZMA;                                         
EQUATION 1120  LAANZMA  
   RHS     C  LANZMA(-1)  PNZMA  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1120 PLOT=0;END;                                                     

Equation number = 1120
**********************

Dependent variable = LAANZMA 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -5.036027716

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.191815379       0.254839719  -4.67673     1.000000
13769 LANZMA  ( -1)       0.697248635       0.052553038  13.26752    -5.029069
13767 PNZMA   (  0)      -0.367714644       0.149208267  -2.46444     0.918378

SE of equation            =     0.313271127
Sum of squared residuals  =  17.8612614      -0.197974970E-11
Average absolute error    =     0.230291443
Sum of ABS residuals      =  42.6039169    
R squared                 =   0.55785
Durbin-Watson statistic   =   2.60285
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!      *             +                 !!      0    .  .  .           !
 1967.1!       +                *             !!           .  .  .      0    !
 1967.2!                   +       *          !!           .  .  . 0         !
 1967.3!                     +   *            !!           .  .  0           !
 1967.4!                    +   *             !!           .  . 0.           !
 1968.1!   *                +                 !!    0      .  .  .           !
 1968.2!      +                         *     !!           .  .  .           0
 1968.3!                     *     +          !!           0  .  .           !
 1968.4!                   +   *              !!           .  . 0.           !
 1969.1!                    + *               !!           .  .0 .           !
 1969.2!                   *+                 !!           . 0.  .           !
 1969.3!                  +                   !!           .  0  .           !
 1969.4!          *       +                   !!          0.  .  .           !
 1970.1!            +         *               !!           .  .  .  0        !
 1970.2!                    +                 !!           .  0  .           !
 1970.3!                  +    *              !!           .  . 0.           !
 1970.4!                  * +                 !!           . 0.  .           !
 1971.1!                 +  *                 !!           .  .0 .           !
 1971.2!                *+                    !!           . 0.  .           !
 1971.3!               +     *                !!           .  .  .0          !
 1971.4!                  +          *        !!           .  .  .  0        !
 1972.1!                       +       *      !!           .  .  .0          !
 1972.2!                          +          *!!           .  .  .  0        !
 1972.3!                          *   +       !!           .0 .  .           !
 1972.4!                      +   *           !!           .  . 0.           !
 1973.1!                      +*              !!           .  .0 .           !
 1973.2!                   +       *          !!           .  .  . 0         !
 1973.3!                      +  *            !!           .  . 0.           !
 1973.4!              *     +                 !!          0.  .  .           !
 1974.1!             +     *                  !!           .  .  .0          !
 1974.2!                  +    *              !!           .  .  0           !
 1974.3!               *     +                !!          0.  .  .           !
 1974.4!                +            *        !!           .  .  .   0       !
 1975.1!                   *      +           !!          0.  .  .           !
 1975.2!                   +           *      !!           .  .  .   0       !
 1975.3!                           +          !!           .  0  .           !
 1975.4!                        +      *      !!           .  .  .0          !
 1976.1!                 *         +          !!        0  .  .  .           !
 1976.2!                 +       *            !!           .  .  . 0         !
 1976.3!              *        +              !!         0 .  .  .           !
 1976.4!               +        *             !!           .  .  . 0         !
 1977.1!                     +  *             !!           .  .0 .           !
 1977.2!                      +   *           !!           .  .  0           !
 1977.3!                        +  *          !!           .  . 0.           !
 1977.4!                       *+             !!           . 0.  .           !
 1978.1!                     + *              !!           .  .0 .           !
 1978.2!                     +           *    !!           .  .  .   0       !
 1978.3!                        *   +         !!           0  .  .           !
 1978.4!                     +    *           !!           .  .  0           !
 1979.1!                       +              !!           .  0  .           !
 1979.2!                 *   +                !!           .0 .  .           !
 1979.3!                 +   *                !!           .  . 0.           !
 1979.4!                *   +                 !!           .0 .  .           !
 1980.1!                +  *                  !!           .  . 0.           !
 1980.2!                   +    *             !!           .  .  0           !
 1980.3!                 *     +              !!           0  .  .           !
 1980.4!                  +        *          !!           .  .  . 0         !
 1981.1!                      *  +            !!           . 0.  .           !
 1981.2!                     +   *            !!           .  .  0           !
 1981.3!                      * +             !!           . 0.  .           !
 1981.4!                    +   *             !!           .  . 0.           !
 1982.1!                   *  +               !!           .0 .  .           !
 1982.2!                   +      *           !!           .  .  .0          !
 1982.3!                   *    +             !!           0  .  .           !
 1982.4!                   +      *           !!           .  .  .0          !
 1983.1!                       * +            !!           . 0.  .           !
 1983.2!                     *+               !!           .  0  .           !
 1983.3!                   * +                !!           . 0.  .           !
 1983.4!                   +  *               !!           .  .0 .           !
 1984.1!                 *   +                !!           .0 .  .           !
 1984.2!                  +*                  !!           .  0  .           !
 1984.3!                   + *                !!           .  .0 .           !
 1984.4!                    + *               !!           .  .0 .           !
 1985.1!                     +*               !!           .  0  .           !
 1985.2!                     *+               !!           .  0  .           !
 1985.3!                     +*               !!           .  .0 .           !
 1985.4!                     *+               !!           .  0  .           !
 1986.1!                 *   +                !!           .0 .  .           !
 1986.2!                  +    *              !!           .  .  0           !
 1986.3!                      + *             !!           .  .0 .           !
 1986.4!                       +              !!           .  0  .           !
 1987.1!                      +   *           !!           .  . 0.           !
 1987.2!                    *   +             !!           .0 .  .           !
 1987.3!                    + *               !!           .  .0 .           !
 1987.4!                     +                !!           .  0  .           !
 1988.1!                    + *               !!           .  .0 .           !
 1988.2!                     +     *          !!           .  .  .0          !
 1988.3!                         +*           !!           .  .0 .           !
 1988.4!                       + *            !!           .  .0 .           !
 1989.1!                   *  +               !!           .0 .  .           !
 1989.2!                   +      *           !!           .  .  . 0         !
 1989.3!                  *     +             !!           0  .  .           !
 1989.4!                * +                   !!           . 0.  .           !
 1990.1!                 +   *                !!           .  .  0           !
 1990.2!                    +  *              !!           .  . 0.           !
 1990.3!                      +               !!           .  0  .           !
 1990.4!                    *+                !!           . 0.  .           !
 1991.1!                    +               * !!           .  .  .     0     !
 1991.2!                       *       +      !!         0 .  .  .           !
 1991.3!                   *  +               !!           .0 .  .           !
 1991.4!                   +   *              !!           .  . 0.           !
 1992.1!                      +               *!           .  .  .     0     !
 1992.2!                 *              +     !!     0     .  .  .           !
 1992.3!                  +  *                !!           .  . 0.           !
 1992.4!                    + *               !!           .  .0 .           !
 1993.1!                    *+                !!           .  0  .           !
 1993.2!                 *  +                 !!           . 0.  .           !
 1993.3!                  +                   !!           .  0  .           !
 1993.4!                * +                   !!           . 0.  .           !
 1994.1!               * +                    !!           . 0.  .           !
 1994.2!               *+                     !!           . 0.  .           !
 1994.3!           *    +                     !!           0  .  .           !
 1994.4!           * +                        !!           . 0.  .           !
 1995.1!       *     +                        !!           0  .  .           !
 1995.2!           +  *                       !!           .  . 0.           !
 1995.3!       *       +                      !!         0 .  .  .           !
 1995.4!           +    *                     !!           .  .  0           !
 1996.1!            *   +                     !!           0  .  .           !
 1996.2!              + *                     !!           .  .0 .           !
 1996.3!              * +                     !!           .0 .  .           !
 1996.4!             * +                      !!           . 0.  .           !
 1997.1!           *  +                       !!           .0 .  .           !
 1997.2!             + *                      !!           .  .0 .           !
 1997.3!           *    +                     !!           0  .  .           !
 1997.4!             + *                      !!           .  .0 .           !
 1998.1!      *         +                     !!        0  .  .  .           !
 1998.2!          +*                          !!           .  .0 .           !
 1998.3!            * +                       !!           . 0.  .           !
 1998.4!             *+                       !!           .  0  .           !
 1999.1!            *  +                      !!           .0 .  .           !
 1999.2!            * +                       !!           . 0.  .           !
 1999.3!         *    +                       !!           0  .  .           !
 1999.4!          * +                         !!           .0 .  .           !
 2000.1!        *    +                        !!           0  .  .           !
 2000.2!          *+                          !!           . 0.  .           !
 2000.3!        *    +                        !!           0  .  .           !
 2000.4!           +                          !!           .  0  .           !
 2001.1!         *   +                        !!           .0 .  .           !
 2001.2!            +   *                     !!           .  . 0.           !
 2001.3!            *   +                     !!           0  .  .           !
 2001.4!            *+                        !!           . 0.  .           !
 2002.1!         *   +                        !!           0  .  .           !
 2002.2!           +*                         !!           .  0  .           !
 2002.3!         *    +                       !!           0  .  .           !
 2002.4!           +                          !!           .  0  .           !
 2003.1!          *  +                        !!           .0 .  .           !
 2003.2!          * +                         !!           . 0.  .           !
 2003.3!        *   +                         !!           .0 .  .           !
 2003.4!       *  +                           !!           . 0.  .           !
 2004.1!        * +                           !!           . 0.  .           !
 2004.2!        * +                           !!           . 0.  .           !
 2004.3!   *      +                           !!          0.  .  .           !
 2004.4!      + *                             !!           .  .0 .           !
 2005.1!     *   +                            !!           0  .  .           !
 2005.2!     * +                              !!           . 0.  .           !
 2005.3!  *    +                              !!           0  .  .           !
 2005.4!   * +                                !!           .0 .  .           !
 2006.1*      +                               !!          0.  .  .           !
 2006.2!  * +                                 !!           . 0.  .           !
 2006.3!*    +                                !!           0  .  .           !
 2006.4!  * +                                 !!           . 0.  .           !
 2007.1!     +                                !!           .  0  .           !
 2007.2!     * +                              !!           . 0.  .           !
 2007.3*       +                              !!          0.  .  .           !
 2007.4!  +    *                              !!           .  . 0.           !
 2008.1!       +                              !!           .  0  .           !
 2008.2!        +   *                         !!           .  . 0.           !
 2008.3!  *        +                          !!        0  .  .  .           !
 2008.4!     + *                              !!           .  . 0.           !
 2009.1!        *+                            !!           . 0.  .           !
 2009.2!        * +                           !!           . 0.  .           !
 2009.3!      *   +                           !!           .0 .  .           !
 2009.4!    *   +                             !!           0  .  .           !
 2010.1!      +                               !!           .  0  .           !
 2010.2!     *  +                             !!           .0 .  .           !
 2010.3!*     +                               !!          0.  .  .           !
 2010.4!   +                                  !!           .  0  .           !
 2011.1!   * +                                !!           . 0.  .           !
 2011.2!    + *                               !!           .  .0 .           !
 2011.3!  *    +                              !!           0  .  .           !
 2011.4!    +                                 !!           .  0  .           !
 2012.1!     +                                !!           .  0  .           !
 2012.2!      +                               !!           .  0  .           !
 2012.3!  *    +                              !!           0  .  .           !
 2012.4!  * +                                 !!           .0 .  .           !


     21.62 percent of the residuals exceed 1 SE
      5.41 percent of the residuals exceed 2 SE
@@EQ 1677 LAASAMA C LASAMA(-1) PSAMA;SMPL 1966.4 2012.4;OLS;EST 1677 PLOT=0;EN
@@EQ 1678 LAAVEMA C LAVEMA(-1) PVEMA;SMPL 2000.3 2012.4;OLS;EST 1678 PLOT=0;EN
@EQ  1679 LAACOMA C LACOMA(-1) PCOMA;SMPL 1990.1 2012.4;OLS;EST 1679 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJOMA=JOPX$Q/MAPMM;                                                     
 GENR LAAJOMA=LOG(AAJOMA+.00001);                                             
 GENR LAJOMA=LOG(AJOMA+.00001);                                               
 LHS AAJOMA=EXP(LAAJOMA)-.00001;                                              
  EQ 1680 LAAJOMA C LAJOMA(-1) PJOMA;                                         
EQUATION 1121  LAAJOMA  
   RHS     C  LAJOMA(-1)  PJOMA  
 SMPL 1986.4 2012.4;                                                          
Sample period is now  1986.4 to  2012.4 Internally:   140 to   244
 OLS;EST 1121 PLOT=0;END;                                                     

Equation number = 1121
**********************

Dependent variable = LAAJOMA 

 1986.4 -   2012.4,    0 missing obs.,  105 obs. used.

Mean of dependent variable       -7.916580125

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -5.278608200       0.667298346  -7.91042     1.000000
13772 LAJOMA  ( -1)       0.206486473       0.093033284   2.21949    -7.913522
13770 PJOMA   (  0)      -0.961766335       0.209109736  -4.59934     1.043847

SE of equation            =     0.663672768
Sum of squared residuals  =  44.9270774      -0.817390600E-11
Average absolute error    =     0.451758832
Sum of ABS residuals      =  47.4346773    
R squared                 =   0.30693
Durbin-Watson statistic   =   1.98140
SMPL and No. Obs.         = 1986.4   2012.4    105

Plot of actual(*) and fitted(+) values and residuals(0)


 1986.4!                           +        * !!           .  .  . 0         !
 1987.1!                        *    +        !!           0  .  .           !
 1987.2!                            +      *  !!           .  .  .0          !
 1987.3!                              +   *   !!           .  .  0           !
 1987.4!                 *            +       !!      0    .  .  .           !
 1988.1!                          +   *       !!           .  . 0.           !
 1988.2!                             +   *    !!           .  .  0           !
 1988.3!                              +    *  !!           .  .  0           !
 1988.4!                              +      *!!           .  .  .0          !
 1989.1!                              +      *!!           .  .  .0          !
 1989.2!                              +       *!           .  .  . 0         !
 1989.3!                              +       !!           .  0  .           !
 1989.4!                           * +        !!           . 0.  .           !
 1990.1!                            +  *      !!           .  . 0.           !
 1990.2!                             +   *    !!           .  . 0.           !
 1990.3!                           + *        !!           .  .0 .           !
 1990.4!                           +  *       !!           .  . 0.           !
 1991.1!                  *          +        !!        0  .  .  .           !
 1991.2!                          +    *      !!           .  .  0           !
 1991.3!                             +        !!           .  0  .           !
 1991.4!                            +         !!           .  0  .           !
 1992.1!                            +  *      !!           .  . 0.           !
 1992.2!                             +        !!           .  0  .           !
 1992.3!                             +*       !!           .  .0 .           !
 1992.4!                           * +        !!           . 0.  .           !
 1993.1!                            + *       !!           .  .0 .           !
 1993.2!                           * +        !!           . 0.  .           !
 1993.3!                            +*        !!           .  0  .           !
 1993.4!                            + *       !!           .  .0 .           !
 1994.1!                           +*         !!           .  .0 .           !
 1994.2!                       *  +           !!           .0 .  .           !
 1994.3!                         +*           !!           .  .0 .           !
 1994.4!                       *  +           !!           .0 .  .           !
 1995.1!                        *+            !!           . 0.  .           !
 1995.2!                       *  +           !!           .0 .  .           !
 1995.3!                          +           !!           .  0  .           !
 1995.4!                        * +           !!           . 0.  .           !
 1996.1!                     *   +            !!           .0 .  .           !
 1996.2!                         +*           !!           .  .0 .           !
 1996.3!                        *+            !!           . 0.  .           !
 1996.4!                         +   *        !!           .  .  0           !
 1997.1!                           *+         !!           .  0  .           !
 1997.2!                         * +          !!           . 0.  .           !
 1997.3!                        *  +          !!           . 0.  .           !
 1997.4!                      *    +          !!           0  .  .           !
 1998.1!                         +*           !!           .  0  .           !
 1998.2!                       *  +           !!           .0 .  .           !
 1998.3!                          + *         !!           .  . 0.           !
 1998.4!                           + *        !!           .  .0 .           !
 1999.1!                           +          !!           .  0  .           !
 1999.2!                           + *        !!           .  .0 .           !
 1999.3!                           +   *      !!           .  . 0.           !
 1999.4!                           *+         !!           .  0  .           !
 2000.1!                          *+          !!           . 0.  .           !
 2000.2!                       *   +          !!           0  .  .           !
 2000.3!                          +           !!           .  0  .           !
 2000.4!                        *  +          !!           .0 .  .           !
 2001.1!                  *       +           !!         0 .  .  .           !
 2001.2!                        *+            !!           .  0  .           !
 2001.3!                          +    *      !!           .  .  0           !
 2001.4!                          *+          !!           . 0.  .           !
 2002.1!                          +           !!           .  0  .           !
 2002.2!                    *     +           !!          0.  .  .           !
 2002.3!                        * +           !!           . 0.  .           !
 2002.4!                      *   +           !!           0  .  .           !
 2003.1!                       *  +           !!           .0 .  .           !
 2003.2!                        * +           !!           . 0.  .           !
 2003.3!                     *    +           !!           0  .  .           !
 2003.4!                         *+           !!           . 0.  .           !
 2004.1!                    *     +           !!          0.  .  .           !
 2004.2!                       * +            !!           . 0.  .           !
 2004.3!                         *+           !!           .  0  .           !
 2004.4!                        * +           !!           . 0.  .           !
 2005.1!                         + *          !!           .  .0 .           !
 2005.2! *                        +           !0           .  .  .           !
 2005.3!                    +*                !!           .  0  .           !
 2005.4!                        +             !!           .  0  .           !
 2006.1!                         +            !!           .  0  .           !
 2006.2!                         + *          !!           .  .0 .           !
 2006.3!                         + *          !!           .  .0 .           !
 2006.4!                      *  +            !!           .0 .  .           !
 2007.1!                       +  *           !!           .  . 0.           !
 2007.2!                       *+             !!           .  0  .           !
 2007.3!                       + *            !!           .  .0 .           !
 2007.4!                        + *           !!           .  .0 .           !
 2008.1!                       +              !!           .  0  .           !
 2008.2!                     +      *         !!           .  .  . 0         !
 2008.3!                  +          *        !!           .  .  .   0       !
 2008.4*                 +                    !!   0       .  .  .           !
 2009.1!*          +                          !!       0   .  .  .           !
 2009.2!              +       *               !!           .  .  . 0         !
 2009.3!                    +*                !!           .  .0 .           !
 2009.4!                  *  +                !!           .0 .  .           !
 2010.1!                     +     *          !!           .  .  .0          !
 2010.2!                     *+               !!           . 0.  .           !
 2010.3!                    *+                !!           . 0.  .           !
 2010.4!                     +     *          !!           .  .  .0          !
 2011.1!                      +*              !!           .  .0 .           !
 2011.2!                     +         *      !!           .  .  .  0        !
 2011.3!                       +   *          !!           .  . 0.           !
 2011.4!                     +  *             !!           .  . 0.           !
 2012.1!                     +*               !!           .  .0 .           !
 2012.2!                   +    *             !!           .  .  0           !
 2012.3!                 *   +                !!           .0 .  .           !
 2012.4!                   +   *              !!           .  . 0.           !


     20.00 percent of the residuals exceed 1 SE
      5.71 percent of the residuals exceed 2 SE
@@EQ 1681 LAASYMA C LASYMA(-1) PSYMA;SMPL 2000.3 2012.4;OLS;EST 1681 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDMA=IDPX$Q/MAPMM;                                                     
 GENR LAAIDMA=LOG(AAIDMA+.00001);                                             
 GENR LAIDMA=LOG(AIDMA+.00001);                                               
 LHS AAIDMA=EXP(LAAIDMA)-.00001;                                              
  EQ 1682 LAAIDMA C LAIDMA(-1) PIDMA;                                         
EQUATION 1122  LAAIDMA  
   RHS     C  LAIDMA(-1)  PIDMA  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1122 PLOT=0;END;                                                     

Equation number = 1122
**********************

Dependent variable = LAAIDMA 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -4.770364623

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.646435296       0.223462548  -2.89281     1.000000
13775 LAIDMA  ( -1)       0.862545626       0.039900823  21.61724    -4.769760
13773 PIDMA   (  0)      -0.008922211       0.061642283  -0.14474     1.097637

SE of equation            =     0.201958167
Sum of squared residuals  =  7.42325239       0.335953487E-11
Average absolute error    =     0.144906959
Sum of ABS residuals      =  26.8077874    
R squared                 =   0.74385
Durbin-Watson statistic   =   2.59399
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!                     +*               !!          .   . 0 .          !
 1967.1!             *       +                !!     0    .   .   .          !
 1967.2!            +                         !!          .  0.   .          !
 1967.3!           *+                         !!          .   0   .          !
 1967.4!           + *                        !!          .   . 0 .          !
 1968.1!       *     +                        !!        0 .   .   .          !
 1968.2!       *+                             !!          .  0.   .          !
 1968.3!       *+                             !!          .  0.   .          !
 1968.4!        +                             !!          .   0   .          !
 1969.1!        +    *                        !!          .   .   .0         !
 1969.2!         *   +                        !!          .0  .   .          !
 1969.3!          +                           !!          .   0   .          !
 1969.4!   *      +                           !!      0   .   .   .          !
 1970.1!    +          *                      !!          .   .   .      0   !
 1970.2!              *+                      !!          .  0.   .          !
 1970.3!             +*                       !!          .   0   .          !
 1970.4!             + *                      !!          .   .0  .          !
 1971.1!             *+                       !!          . 0 .   .          !
 1971.2!            +                         !!          .   0   .          !
 1971.3!            +                         !!          .  0.   .          !
 1971.4!            +*                        !!          .   . 0 .          !
 1972.1!         *   +                        !!          0   .   .          !
 1972.2!       * +                            !!          . 0 .   .          !
 1972.3!        +                             !!          .   0   .          !
 1972.4!        +                             !!          .   0   .          !
 1973.1!       * +                            !!          .  0.   .          !
 1973.2!        +  *                          !!          .   .  0.          !
 1973.3!           +  *                       !!          .   .  0.          !
 1973.4!              +                       !!          .   .0  .          !
 1974.1!              +     *                 !!          .   .   .  0       !
 1974.2!              *    +                  !!        0 .   .   .          !
 1974.3!           *  +                       !!          .0  .   .          !
 1974.4!           + *                        !!          .   . 0 .          !
 1975.1!             +                        !!          .   0   .          !
 1975.2!           * +                        !!          .  0.   .          !
 1975.3!           +   *                      !!          .   .  0.          !
 1975.4!              +  *                    !!          .   .  0.          !
 1976.1!                +*                    !!          .   .0  .          !
 1976.2!              * +                     !!          . 0 .   .          !
 1976.3!           *  +                       !!          .0  .   .          !
 1976.4!           + *                        !!          .   . 0 .          !
 1977.1!          * +                         !!          .0  .   .          !
 1977.2!          +                           !!          .   0   .          !
 1977.3!         *+                           !!          .  0.   .          !
 1977.4!          + *                         !!          .   . 0 .          !
 1978.1!      *     +                         !!        0 .   .   .          !
 1978.2!      +       *                       !!          .   .   .   0      !
 1978.3!             *+                       !!          .  0.   .          !
 1978.4!           * +                        !!          .0  .   .          !
 1979.1!          *+                          !!          .   0   .          !
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 1979.3!          * +                         !!          . 0 .   .          !
 1979.4!          +   *                       !!          .   .   0          !
 1980.1!         *   +                        !!         0.   .   .          !
 1980.2!         + *                          !!          .   . 0 .          !
 1980.3!        *  +                          !!          .0  .   .          !
 1980.4!       * +                            !!          . 0 .   .          !
 1981.1!     * +                              !!          . 0 .   .          !
 1981.2!      +  *                            !!          .   .  0.          !
 1981.3*         +                            !!   0      .   .   .          !
 1981.4* +                                    !!          . 0 .   .          !
 1982.1! + *                                  !!          .   .  0.          !
 1982.2! *  +                                 !!          0   .   .          !
 1982.3!   +*                                 !!          .   .0  .          !
 1982.4!     +                                !!          .   0   .          !
 1983.1!   *  +                               !!          . 0 .   .          !
 1983.2!*    +                                !!          0   .   .          !
 1983.3!  +  *                                !!          .   .  0.          !
 1983.4! *    +                               !!         0.   .   .          !
 1984.1!   +   *                              !!          .   .   .0         !
 1984.2*        +                             !!     0    .   .   .          !
 1984.3! +   *                                !!          .   .   0          !
 1984.4!      +                               !!          .   0   .          !
 1985.1!    *  +                              !!          .0  .   .          !
 1985.2!  *  +                                !!          . 0 .   .          !
 1985.3!    +                                 !!          .   0   .          !
 1985.4!     +*                               !!          .   . 0 .          !
 1986.1!    *  +                              !!          .0  .   .          !
 1986.2!     + *                              !!          .   . 0 .          !
 1986.3!       *+                             !!          .  0.   .          !
 1986.4!        +  *                          !!          .   .  0.          !
 1987.1!          *+                          !!          .  0.   .          !
 1987.2!         *+                           !!          .  0.   .          !
 1987.3!     *   +                            !!          0   .   .          !
 1987.4!      +                               !!          .  0.   .          !
 1988.1!    *  +                              !!          . 0 .   .          !
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 1988.3!     *+                               !!          .  0.   .          !
 1988.4!    * +                               !!          .  0.   .          !
 1989.1!     + *                              !!          .   .0  .          !
 1989.2!  *    +                              !!         0.   .   .          !
 1989.3!    +                                 !!          .   .0  .          !
 1989.4!    *+                                !!          . 0 .   .          !
 1990.1!  *  +                                !!          . 0 .   .          !
 1990.2!   *+                                 !!          .  0.   .          !
 1990.3!    + *                               !!          .   . 0 .          !
 1990.4!       +                              !!          .   .0  .          !
 1991.1!      * +                             !!          . 0 .   .          !
 1991.2!       +*                             !!          .   .0  .          !
 1991.3!         +  *                         !!          .   .  0.          !
 1991.4!            +                         !!          .   .0  .          !
 1992.1!            +                         !!          .  0.   .          !
 1992.2!           *+                         !!          .   0   .          !
 1992.3!         * +                          !!          . 0 .   .          !
 1992.4!          +                           !!          .   0   .          !
 1993.1!     *    +                           !!         0.   .   .          !
 1993.2!      +    *                          !!          .   .   . 0        !
 1993.3!           +                          !!          .   0   .          !
 1993.4!     *     +                          !!       0  .   .   .          !
 1994.1!    * +                               !!          . 0 .   .          !
 1994.2!   * +                                !!          .0  .   .          !
 1994.3!    +                                 !!          .   0   .          !
 1994.4!     +                                !!          .   0   .          !
 1995.1!      +*                              !!          .   .0  .          !
 1995.2!       *+                             !!          .   0   .          !
 1995.3!     *  +                             !!          .0  .   .          !
 1995.4!      +    *                          !!          .   .   0          !
 1996.1!           + *                        !!          .   . 0 .          !
 1996.2!         *   +                        !!          0   .   .          !
 1996.3!         +   *                        !!          .   .   0          !
 1996.4!             +                        !!          .   0   .          !
 1997.1!             +                        !!          .   0   .          !
 1997.2!         *   +                        !!          0   .   .          !
 1997.3!          +                           !!          .   0   .          !
 1997.4!          +                           !!          .   0   .          !
 1998.1!        *  +                          !!          . 0 .   .          !
 1998.2!         + *                          !!          .   .  0.          !
 1998.3!          * +                         !!          . 0 .   .          !
 1998.4!       *  +                           !!          .0  .   .          !
 1999.1!        +*                            !!          .   .0  .          !
 1999.2!         +  *                         !!          .   .  0.          !
 1999.3!           *+                         !!          .  0.   .          !
 1999.4!           +*                         !!          .   .0  .          !
 2000.1!            +                         !!          .   0   .          !
 2000.2!            +*                        !!          .   .0  .          !
 2000.3!             +                        !!          .   0   .          !
 2000.4!             +*                       !!          .   .0  .          !
 2001.1!             +    *                   !!          .   .   .0         !
 2001.2!                 + *                  !!          .   . 0 .          !
 2001.3!                  +  *                !!          .   . 0 .          !
 2001.4!                   + *                !!          .   . 0 .          !
 2002.1!                   *+                 !!          .  0.   .          !
 2002.2!                  +                   !!          .  0.   .          !
 2002.3!                 +*                   !!          .   .0  .          !
 2002.4!                 +  *                 !!          .   .   0          !
 2003.1!                  *+                  !!          .  0.   .          !
 2003.2!                *+                    !!          .  0.   .          !
 2003.3!               +*                     !!          .   .0  .          !
 2003.4!                +   *                 !!          .   .   0          !
 2004.1!                  *+                  !!          .  0.   .          !
 2004.2!                 +                    !!          .   0   .          !
 2004.3!                +                     !!          .   0   .          !
 2004.4!              *+                      !!          . 0 .   .          !
 2005.1!             +   *                    !!          .   .   0          !
 2005.2!                *+                    !!          .  0.   .          !
 2005.3!               +*                     !!          .   .0  .          !
 2005.4!                +                     !!          .   0   .          !
 2006.1!            *  +                      !!          .0  .   .          !
 2006.2!            +*                        !!          .   .0  .          !
 2006.3!             +  *                     !!          .   .  0.          !
 2006.4!              *+                      !!          .  0.   .          !
 2007.1!              +  *                    !!          .   .  0.          !
 2007.2!                +   *                 !!          .   .   0          !
 2007.3!                   +  *               !!          .   .  0.          !
 2007.4!                     + *              !!          .   .  0.          !
 2008.1!                      +  *            !!          .   .   0          !
 2008.2!                      * +             !!          .  0.   .          !
 2008.3!                     + *              !!          .   . 0 .          !
 2008.4!                      +  *            !!          .   .   0          !
 2009.1!                        +             *!          .   .   .          0
 2009.2!                            *     +   !!        0 .   .   .          !
 2009.3!                          +  *        !!          .   .   0          !
 2009.4!                      *    +          !!         0.   .   .          !
 2010.1!                   * +                !!          . 0 .   .          !
 2010.2!                  +          *        !!          .   .   .       0  !
 2010.3!                    *      +          !!       0  .   .   .          !
 2010.4!                   +      *           !!          .   .   .  0       !
 2011.1!                     *  +             !!          . 0 .   .          !
 2011.2!                    +*                !!          .   .0  .          !
 2011.3!                   *+                 !!          .   0   .          !
 2011.4!                  +    *              !!          .   .   .0         !
 2012.1!                    * +               !!          . 0 .   .          !
 2012.2!                   +                  !!          .   0   .          !
 2012.3!                  +    *              !!          .   .   . 0        !
 2012.4!                    *+                !!          .  0.   .          !


     23.24 percent of the residuals exceed 1 SE
      5.41 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPAMA=PAPX$Q/MAPMM;                                                     
 GENR LAAPAMA=LOG(AAPAMA+.00001);                                             
 GENR LAPAMA=LOG(APAMA+.00001);                                               
 LHS AAPAMA=EXP(LAAPAMA)-.00001;                                              
  EQ 1683 LAAPAMA C LAPAMA(-1) PPAMA;                                         
EQUATION 1123  LAAPAMA  
   RHS     C  LAPAMA(-1)  PPAMA  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST 1123 PLOT=0;END;                                                     

Equation number = 1123
**********************

Dependent variable = LAAPAMA 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -7.295315130

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.880619655       0.440333835  -4.27090     1.000000
13778 LAPAMA  ( -1)       0.639783113       0.058993282  10.84502    -7.287433
13776 PPAMA   (  0)      -0.651177357       0.278272849  -2.34007     1.155321

SE of equation            =     0.533703391
Sum of squared residuals  =  45.2894503      -0.278310708E-10
Average absolute error    =     0.389291530
Sum of ABS residuals      =  63.0652278    
R squared                 =   0.50164
Durbin-Watson statistic   =   2.41530
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!                               +   *  !!          .   .   0          !
 1972.4!                               +  *   !!          .   .  0.          !
 1973.1!                             *+       !!          .  0.   .          !
 1973.2!                         +          * !!          .   .   .      0   !
 1973.3!                             + *      !!          .   .0  .          !
 1973.4!                         +       *    !!          .   .   .  0       !
 1974.1!                         +           *!!          .   .   .      0   !
 1974.2!                           *  +       !!          .0  .   .          !
 1974.3!                        +             *!          .   .   .        0 !
 1974.4!                       *        +     !!      0   .   .   .          !
 1975.1!                  *    +              !!         0.   .   .          !
 1975.2!                   +  *               !!          .   .  0.          !
 1975.3!                  *  +                !!          .0  .   .          !
 1975.4!                   +*                 !!          .   .0  .          !
 1976.1!                   *+                 !!          .  0.   .          !
 1976.2!                  *+                  !!          .   0   .          !
 1976.3!              *   +                   !!          0   .   .          !
 1976.4!               +     *                !!          .   .   . 0        !
 1977.1!             *      +                 !!        0 .   .   .          !
 1977.2!              + *                     !!          .   . 0 .          !
 1977.3!        *       +                     !!      0   .   .   .          !
 1977.4!       *    +                         !!         0.   .   .          !
 1978.1!           +                          !!          .   0   .          !
 1978.2!        *     +                       !!        0 .   .   .          !
 1978.3*           +                          !!  0       .   .   .          !
 1978.4!     +          *                     !!          .   .   .     0    !
 1979.1!          *     +                     !!         0.   .   .          !
 1979.2!        *    +                        !!         0.   .   .          !
 1979.3!           *+                         !!          .  0.   .          !
 1979.4!             + *                      !!          .   .0  .          !
 1980.1!           *    +                     !!         0.   .   .          !
 1980.2!            * +                       !!          . 0 .   .          !
 1980.3!               +                      !!          .   0   .          !
 1980.4!                *+                    !!          .  0.   .          !
 1981.1!           *      +                   !!        0 .   .   .          !
 1981.2!              +   *                   !!          .   .   0          !
 1981.3!           *       +                  !!       0  .   .   .          !
 1981.4!              +*                      !!          .   .0  .          !
 1982.1!          *      +                    !!       0  .   .   .          !
 1982.2!              + *                     !!          .   . 0 .          !
 1982.3!                * +                   !!          . 0 .   .          !
 1982.4!               *  +                   !!          .0  .   .          !
 1983.1!                 +       *            !!          .   .   .  0       !
 1983.2!                       +        *     !!          .   .   .   0      !
 1983.3!                          * +         !!          .  0.   .          !
 1983.4!                     *  +             !!          . 0 .   .          !
 1984.1!                     +        *       !!          .   .   .    0     !
 1984.2!                           +*         !!          .   .0  .          !
 1984.3!         *               +            !0          .   .   .          !
 1984.4!              + *                     !!          .   . 0 .          !
 1985.1!                  +       *           !!          .   .   .  0       !
 1985.2!                *       +             !!     0    .   .   .          !
 1985.3!                  +            *      !!          .   .   .        0 !
 1985.4!                            +  *      !!          .   .  0.          !
 1986.1!                  *        +          !!     0    .   .   .          !
 1986.2!               *   +                  !!          .0  .   .          !
 1986.3!                 +                    !!          .   0   .          !
 1986.4!                  +      *            !!          .   .   .  0       !
 1987.1!                 *     +              !!        0 .   .   .          !
 1987.2!                  +    *              !!          .   .   .0         !
 1987.3!                   *   +              !!          0   .   .          !
 1987.4!                    +            *    !!          .   .   .        0 !
 1988.1!                     *       +        !!      0   .   .   .          !
 1988.2!                      + *             !!          .   . 0 .          !
 1988.3!                    *  +              !!          .0  .   .          !
 1988.4!                      +   *           !!          .   .   0          !
 1989.1!                    *    +            !!         0.   .   .          !
 1989.2!                     +  *             !!          .   . 0 .          !
 1989.3!                    *   +             !!          .0  .   .          !
 1989.4!                     +   *            !!          .   .   0          !
 1990.1!                        +  *          !!          .   .  0.          !
 1990.2!                        * +           !!          . 0 .   .          !
 1990.3!                        +  *          !!          .   .  0.          !
 1990.4!                          +  *        !!          .   . 0 .          !
 1991.1!                          *+          !!          .  0.   .          !
 1991.2!                        * +           !!          . 0 .   .          !
 1991.3!                        +*            !!          .   .0  .          !
 1991.4!                         +   *        !!          .   .   0          !
 1992.1!                            +    *    !!          .   .   . 0        !
 1992.2!                              +     * !!          .   .   .0         !
 1992.3!                              * +     !!          . 0 .   .          !
 1992.4!                            +      *  !!          .   .   . 0        !
 1993.1!                            *  +      !!          .0  .   .          !
 1993.2!                           +*         !!          .   0   .          !
 1993.3!                           +          !!          .   0   .          !
 1993.4!                           +  *       !!          .   .  0.          !
 1994.1!                          * +         !!          . 0 .   .          !
 1994.2!                         *+           !!          .   0   .          !
 1994.3!                       * +            !!          . 0 .   .          !
 1994.4!                        +*            !!          .   .0  .          !
 1995.1!                      * +             !!          . 0 .   .          !
 1995.2!                      +               !!          .   0   .          !
 1995.3!                   *  +               !!          .0  .   .          !
 1995.4!                     +                !!          .   .0  .          !
 1996.1!                      +*              !!          .   0   .          !
 1996.2!                  *    +              !!         0.   .   .          !
 1996.3!                   *+                 !!          .  0.   .          !
 1996.4!                   * +                !!          . 0 .   .          !
 1997.1!                *    +                !!          0   .   .          !
 1997.2!                 * +                  !!          . 0 .   .          !
 1997.3!                  +                   !!          .  0.   .          !
 1997.4!                  *+                  !!          .  0.   .          !
 1998.1!               *   +                  !!          0   .   .          !
 1998.2!              *  +                    !!          .0  .   .          !
 1998.3!               *+                     !!          .  0.   .          !
 1998.4!                 +    *               !!          .   .   .0         !
 1999.1!                    *+                !!          .  0.   .          !
 1999.2!                    +                 !!          .   0   .          !
 1999.3!                   * +                !!          . 0 .   .          !
 1999.4!                    +  *              !!          .   .  0.          !
 2000.1!                     * +              !!          . 0 .   .          !
 2000.2!                     *+               !!          .  0.   .          !
 2000.3!                    * +               !!          .  0.   .          !
 2000.4!                     + *              !!          .   . 0 .          !
 2001.1!                       +              !!          .   0   .          !
 2001.2!                       +              !!          .   0   .          !
 2001.3!                    *  +              !!          .0  .   .          !
 2001.4!                     +  *             !!          .   . 0 .          !
 2002.1!                       +              !!          .  0.   .          !
 2002.2!                      *+              !!          .  0.   .          !
 2002.3!                       +              !!          .   0   .          !
 2002.4!                       +    *         !!          .   .   0          !
 2003.1!                         *+           !!          . 0 .   .          !
 2003.2!                        +  *          !!          .   .  0.          !
 2003.3!                         +            !!          .   0   .          !
 2003.4!                        +  *          !!          .   .  0.          !
 2004.1!                       * +            !!          .0  .   .          !
 2004.2!                     * +              !!          . 0 .   .          !
 2004.3!                     +                !!          .   0   .          !
 2004.4!                      +               !!          .   0   .          !
 2005.1!                      +               !!          .   0   .          !
 2005.2!                     * +              !!          .  0.   .          !
 2005.3!                    * +               !!          .  0.   .          !
 2005.4!                     +                !!          .   0   .          !
 2006.1!                   *  +               !!          .0  .   .          !
 2006.2!                    +                 !!          .   0   .          !
 2006.3!                 *   +                !!         0.   .   .          !
 2006.4!                  *+                  !!          .  0.   .          !
 2007.1!                    +  *              !!          .   . 0 .          !
 2007.2!                     * +              !!          . 0 .   .          !
 2007.3!                 *    +               !!         0.   .   .          !
 2007.4!                   +*                 !!          .   .0  .          !
 2008.1!                     + *              !!          .   . 0 .          !
 2008.2!                     * +              !!          . 0 .   .          !
 2008.3!                      +               !!          .   0   .          !
 2008.4!                      + *             !!          .   . 0 .          !
 2009.1!                       +              !!          .   0   .          !
 2009.2!                       +              !!          .   .0  .          !
 2009.3!                       +  *           !!          .   .  0.          !
 2009.4!                         +    *       !!          .   .   .0         !
 2010.1!                            +*        !!          .   .0  .          !
 2010.2!                     *    +           !!         0.   .   .          !
 2010.3!                 *   +                !!          .0  .   .          !
 2010.4!                  +  *                !!          .   . 0 .          !
 2011.1!                    +  *              !!          .   . 0 .          !
 2011.2!                     +   *            !!          .   .   0          !
 2011.3!                       +   *          !!          .   .  0.          !
 2011.4!                        +  *          !!          .   .  0.          !
 2012.1!                        +*            !!          .   0   .          !
 2012.2!                      +               !!          .   0   .          !
 2012.3!                     +      *         !!          .   .   .  0       !
 2012.4!                        *+            !!          .  0.   .          !


     26.54 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPHMA=PHPX$Q/MAPMM;                                                     
 GENR LAAPHMA=LOG(AAPHMA+.00001);                                             
 GENR LAPHMA=LOG(APHMA+.00001);                                               
 LHS AAPHMA=EXP(LAAPHMA)-.00001;                                              
  EQ 1684 LAAPHMA C LAPHMA(-1) PPHMA;                                         
EQUATION 1124  LAAPHMA  
   RHS     C  LAPHMA(-1)  PPHMA  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1124 PLOT=0;END;                                                     

Equation number = 1124
**********************

Dependent variable = LAAPHMA 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -5.149188251

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.049530133       0.144424910  -0.34295     1.000000
13781 LAPHMA  ( -1)       0.923299433       0.024839026  37.17132    -5.148228
13779 PPHMA   (  0)      -0.329897014       0.123244514  -2.67677     1.049728

SE of equation            =     0.408964444
Sum of squared residuals  =  30.4398487       0.733768601E-11
Average absolute error    =     0.294716798
Sum of ABS residuals      =  54.5226075    
R squared                 =   0.90543
Durbin-Watson statistic   =   2.30951
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!                       +*             !!            . .0.            !
 1967.1!  *                   +               !0            . . .            !
 1967.2!  +*                                  !!            . 0 .            !
 1967.3!  +                                   !!            . 0 .            !
 1967.4!  +*                                  !!            . .0.            !
 1968.1!  +*                                  !!            . 0 .            !
 1968.2!   +                                  !!            . 0 .            !
 1968.3!   +                                  !!            . 0 .            !
 1968.4!   +                                  !!            . 0 .            !
 1969.1!   +*                                 !!            . .0.            !
 1969.2!  * +                                 !!            .0. .            !
 1969.3!  *+                                  !!            .0. .            !
 1969.4*   +                                  !!           0. . .            !
 1970.1!+*                                    !!            . 0 .            !
 1970.2!  *+                                  !!            . 0 .            !
 1970.3!  * +                                 !!            .0. .            !
 1970.4!  * +                                 !!            .0. .            !
 1971.1!   +       *                          !!            . . .  0         !
 1971.2!           +                          !!            . 0 .            !
 1971.3!          *+                          !!            .0. .            !
 1971.4!           +                          !!            . 0 .            !
 1972.1!         * +                          !!            0 . .            !
 1972.2!         * +                          !!            .0. .            !
 1972.3!         * +                          !!            0 . .            !
 1972.4!        * +                           !!            0 . .            !
 1973.1!          +  *                        !!            . . 0            !
 1973.2!              + *                     !!            . .0.            !
 1973.3!                 +       *            !!            . . .   0        !
 1973.4!                 *        +           !!        0   . . .            !
 1974.1!               *  +                   !!            0 . .            !
 1974.2!           *    +                     !!          0 . . .            !
 1974.3!            +   *                     !!            . . .0           !
 1974.4!                 +                    !!            . 0 .            !
 1975.1!                 *+                   !!            .0. .            !
 1975.2!              *   +                   !!           0. . .            !
 1975.3!             * +                      !!            0 . .            !
 1975.4!              +   *                   !!            . . .0           !
 1976.1!              *    +                  !!          0 . . .            !
 1976.2!              *+                      !!            . 0 .            !
 1976.3!            *  +                      !!           0. . .            !
 1976.4!             +    *                   !!            . . .0           !
 1977.1!                  +    *              !!            . . . 0          !
 1977.2!                        +    *        !!            . . . 0          !
 1977.3!                         *   +        !!           0. . .            !
 1977.4!                         +   *        !!            . . .0           !
 1978.1!                             +*       !!            . .0.            !
 1978.2!                             *+       !!            .0. .            !
 1978.3!                       *     +        !!         0  . . .            !
 1978.4!                       +  *           !!            . . 0            !
 1979.1!                         *+           !!            .0. .            !
 1979.2!                         +            !!            . 0 .            !
 1979.3!                         +   *        !!            . . .0           !
 1979.4!                             + *      !!            . .0.            !
 1980.1!                              *+      !!            .0. .            !
 1980.2!                              +       !!            . 0 .            !
 1980.3!                             *+       !!            .0. .            !
 1980.4!                             +  *     !!            . . .0           !
 1981.1!                               *+     !!            .0. .            !
 1981.2!                             * +      !!            0 . .            !
 1981.3!                            *+        !!            .0. .            !
 1981.4!                            +    *    !!            . . . 0          !
 1982.1!                                 +*   !!            . .0.            !
 1982.2!                                  +*  !!            . 0 .            !
 1982.3!                                * +   !!            0 . .            !
 1982.4!                                + *   !!            . . 0            !
 1983.1!                               *  +   !!            0 . .            !
 1983.2!                               +   *  !!            . . .0           !
 1983.3!                              *    +  !!           0. . .            !
 1983.4!                              +     * !!            . . . 0          !
 1984.1!                                 *  + !!            0 . .            !
 1984.2!                                 +*   !!            . .0.            !
 1984.3!                                *+    !!            .0. .            !
 1984.4!                                +  *  !!            . . 0            !
 1985.1!                                 * +  !!            .0. .            !
 1985.2!                                 +    !!            . 0 .            !
 1985.3!                                 +    !!            . 0 .            !
 1985.4!                                +   * !!            . . 0            !
 1986.1!                                 *  + !!            0 . .            !
 1986.2!                              *  +    !!            0 . .            !
 1986.3!                          *   +       !!           0. . .            !
 1986.4!                           +   *      !!            . . .0           !
 1987.1!                               *+     !!            . 0 .            !
 1987.2!                               *+     !!            .0. .            !
 1987.3!                             * +      !!            .0. .            !
 1987.4!                              +  *    !!            . . 0            !
 1988.1!                               * +    !!            0 . .            !
 1988.2!                               +      !!            . 0 .            !
 1988.3!                            *  +      !!            0 . .            !
 1988.4!                           * +        !!            0 . .            !
 1989.1!                           +*         !!            . 0 .            !
 1989.2!                            +*        !!            . 0 .            !
 1989.3!                         *   +        !!           0. . .            !
 1989.4!                        *+            !!            .0. .            !
 1990.1!                         + *          !!            . .0.            !
 1990.2!                           +          !!            . 0 .            !
 1990.3!                         * +          !!            .0. .            !
 1990.4!                          + *         !!            . .0.            !
 1991.1!                           * +        !!            .0. .            !
 1991.2!                         * +          !!            0 . .            !
 1991.3!                    *    +            !!          0 . . .            !
 1991.4!                     +   *            !!            . . .0           !
 1992.1!                        * +           !!            0 . .            !
 1992.2!                       *+             !!            .0. .            !
 1992.3!                    *   +             !!           0. . .            !
 1992.4!                     +    *           !!            . . .0           !
 1993.1!                        * +           !!            .0. .            !
 1993.2!                        *+            !!            . 0 .            !
 1993.3!                      *  +            !!            0 . .            !
 1993.4!                      +*              !!            . .0.            !
 1994.1!                       *+             !!            .0. .            !
 1994.2!                      *+              !!            .0. .            !
 1994.3!                    * +               !!            0 . .            !
 1994.4!                     +  *             !!            . . .0           !
 1995.1!                      * +             !!            .0. .            !
 1995.2!                       +              !!            . 0 .            !
 1995.3!                      *+              !!            .0. .            !
 1995.4!                      +  *            !!            . . 0            !
 1996.1!                         +*           !!            . .0.            !
 1996.2!                          + *         !!            . . 0            !
 1996.3!                            +         !!            . 0 .            !
 1996.4!                            + *       !!            . . 0            !
 1997.1!                            * +       !!            .0. .            !
 1997.2!                          * +         !!            .0. .            !
 1997.3!                        * +           !!            .0. .            !
 1997.4!                        +     *       !!            . . . 0          !
 1998.1!                              +  *    !!            . . 0            !
 1998.2!                                +*    !!            . 0 .            !
 1998.3!                                + *   !!            . . 0            !
 1998.4!                                 +  * !!            . . 0            !
 1999.1!                                   +* !!            . .0.            !
 1999.2!                                  *+  !!            .0. .            !
 1999.3!                                *+    !!            .0. .            !
 1999.4!                                +  *  !!            . . 0            !
 2000.1!                                 *+   !!            .0. .            !
 2000.2!                                +  *  !!            . . 0            !
 2000.3!                               *  +   !!            0 . .            !
 2000.4!                              +  *    !!            . . 0            !
 2001.1!                                +     !!            . 0 .            !
 2001.2!                               + *    !!            . .0.            !
 2001.3!                               *+     !!            .0. .            !
 2001.4!                              +   *   !!            . . .0           !
 2002.1!                                 +*   !!            . .0.            !
 2002.2!                                 + *  !!            . . 0            !
 2002.3!                                 *+   !!            .0. .            !
 2002.4!                                +   * !!            . . .0           !
 2003.1!                                   +  *!            . . 0            !
 2003.2!                                     +*!            . .0.            !
 2003.3!                                    *+!!            .0. .            !
 2003.4!                                   + *!!            . .0.            !
 2004.1!                                    +*!!            . .0.            !
 2004.2!                                   *+ !!            .0. .            !
 2004.3!                                * +   !!            0 . .            !
 2004.4!                                +  *  !!            . . .0           !
 2005.1!                                  +*  !!            . .0.            !
 2005.2!                                   +* !!            . .0.            !
 2005.3!                                  *+  !!            .0. .            !
 2005.4!                                 +  * !!            . . .0           !
 2006.1!                                   +  !!            . 0 .            !
 2006.2!                                  +   !!            . 0 .            !
 2006.3!                                *+    !!            .0. .            !
 2006.4!                                +  *  !!            . . .0           !
 2007.1!                                 *+   !!            . 0 .            !
 2007.2!                                +*    !!            . 0 .            !
 2007.3!                               +      !!            .0. .            !
 2007.4!                             +  *     !!            . . 0            !
 2008.1!                              *+      !!            . 0 .            !
 2008.2!                             +        !!            . 0 .            !
 2008.3!                            *+        !!            .0. .            !
 2008.4!                           + *        !!            . .0.            !
 2009.1!                            +         !!            . 0 .            !
 2009.2!                           + *        !!            . .0.            !
 2009.3!                           *+         !!            . 0 .            !
 2009.4!                          +*          !!            . .0.            !
 2010.1!                          + *         !!            . .0.            !
 2010.2!                          +*          !!            . 0 .            !
 2010.3!                        * +           !!            .0. .            !
 2010.4!                       + *            !!            . . 0            !
 2011.1!                        +*            !!            . 0 .            !
 2011.2!                       *+             !!            . 0 .            !
 2011.3!                     * +              !!            .0. .            !
 2011.4!                    +  *              !!            . . 0            !
 2012.1!                      + *             !!            . .0.            !
 2012.2!                      *+              !!            .0. .            !
 2012.3!                 *   +                !!           0. . .            !
 2012.4!                 +     *              !!            . . .  0         !


     24.86 percent of the residuals exceed 1 SE
      3.24 percent of the residuals exceed 2 SE
@EQ  1685 LAATHMA C LATHMA(-1) PTHMA;SMPL 1966.4 2012.4;OLS;EST 1685 PLOT=0;EN
@EQ  1686 LAACHMA C LACHMA(-1) PCHMA;SMPL 1981.3 2012.4;OLS;EST 1686 PLOT=0;EN
@EQ  1687 LAAARMA C LAARMA(-1) PARMA;SMPL 1981.4 2012.4;OLS;EST 1687 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRMA=BRPX$Q/MAPMM;                                                     
 GENR LAABRMA=LOG(AABRMA+.00001);                                             
 GENR LABRMA=LOG(ABRMA+.00001);                                               
 LHS AABRMA=EXP(LAABRMA)-.00001;                                              
  EQ 1688 LAABRMA C LABRMA(-1) PBRMA;                                         
EQUATION 1125  LAABRMA  
   RHS     C  LABRMA(-1)  PBRMA  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1125 PLOT=0;END;                                                     

Equation number = 1125
**********************

Dependent variable = LAABRMA 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.313471392

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.604474964       0.367469531  -4.36628     1.000000
13784 LABRMA  ( -1)       0.681161154       0.064443862  10.56984    -5.329715
13782 PBRMA   (  0)      -0.088407068       0.180163088  -0.49071     0.889089

SE of equation            =     0.419920843
Sum of squared residuals  =  21.6890223      -0.372146758E-11
Average absolute error    =     0.308066113
Sum of ABS residuals      =  38.8163303    
R squared                 =   0.48067
Durbin-Watson statistic   =   2.33227
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!        +                             !!          .   0   .          !
 1981.4!            +  *                      !!          .   . 0 .          !
 1982.1!  *              +                    !!     0    .   .   .          !
 1982.2!     *  +                             !!          . 0 .   .          !
 1982.3!          +*                          !!          .   0   .          !
 1982.4!              + *                     !!          .   .0  .          !
 1983.1!    *             +                   !!     0    .   .   .          !
 1983.2!      *   +                           !!          .0  .   .          !
 1983.3!           +*                         !!          .   .0  .          !
 1983.4!               +   *                  !!          .   .  0.          !
 1984.1!                    +                 !!          .   0   .          !
 1984.2!          *          +                !!       0  .   .   .          !
 1984.3!             +     *                  !!          .   .   0          !
 1984.4!                  * +                 !!          .  0.   .          !
 1985.1!                  *+                  !!          .  0.   .          !
 1985.2!                  *+                  !!          .  0.   .          !
 1985.3!            *      +                  !!         0.   .   .          !
 1985.4!               +     *                !!          .   .   0          !
 1986.1!                *    +                !!          .0  .   .          !
 1986.2!                  +                   !!          .   0   .          !
 1986.3!                    +         *       !!          .   .   .  0       !
 1986.4!              *            +          !!      0   .   .   .          !
 1987.1!             *   +                    !!          . 0 .   .          !
 1987.2!                +   *                 !!          .   . 0 .          !
 1987.3!                    +         *       !!          .   .   . 0        !
 1987.4!                            +         !!          .   0   .          !
 1988.1!                          +      *    !!          .   .   .0         !
 1988.2!                          *   +       !!          .0  .   .          !
 1988.3!                        +        *    !!          .   .   .0         !
 1988.4!                             +        !!          .  0.   .          !
 1989.1!                          +   *       !!          .   . 0 .          !
 1989.2!                           +       *  !!          .   .   0          !
 1989.3!                              +   *   !!          .   . 0 .          !
 1989.4!                              +       *!          .   .   .0         !
 1990.1!                                 +  * !!          .   . 0 .          !
 1990.2!                               +      *!          .   .   0          !
 1990.3!                                 +    *!          .   .  0.          !
 1990.4!                                *+    !!          .  0.   .          !
 1991.1!                             +   *    !!          .   .  0.          !
 1991.2!                              +       *!          .   .   .0         !
 1991.3!                              *  +    !!          . 0 .   .          !
 1991.4!                           +  *       !!          .   . 0 .          !
 1992.1!                            + *       !!          .   .0  .          !
 1992.2!                      *    +          !!          .0  .   .          !
 1992.3!                      +           *   !!          .   .   .  0       !
 1992.4!                              + *     !!          .   .0  .          !
 1993.1!                           * +        !!          .  0.   .          !
 1993.2!                         +  *         !!          .   . 0 .          !
 1993.3!                          +*          !!          .   .0  .          !
 1993.4!                         +      *     !!          .   .   0          !
 1994.1!                   *        +         !!        0 .   .   .          !
 1994.2!                    +   *             !!          .   .  0.          !
 1994.3!                      *+              !!          .  0.   .          !
 1994.4!                    * +               !!          .  0.   .          !
 1995.1!               *    +                 !!          .0  .   .          !
 1995.2!                 +*                   !!          .   .0  .          !
 1995.3!                   +   *              !!          .   . 0 .          !
 1995.4!                      *+              !!          .   0   .          !
 1996.1!               *      +               !!         0.   .   .          !
 1996.2!                 + *                  !!          .   .0  .          !
 1996.3!                    +                 !!          .   0   .          !
 1996.4!                     +                !!          .   0   .          !
 1997.1!                    *+                !!          .  0.   .          !
 1997.2!                    +    *            !!          .   .  0.          !
 1997.3!                      * +             !!          .  0.   .          !
 1997.4!                    * +               !!          .  0.   .          !
 1998.1!                  * +                 !!          . 0 .   .          !
 1998.2!                  *+                  !!          .   0   .          !
 1998.3!                   +*                 !!          .   0   .          !
 1998.4!                   *+                 !!          .  0.   .          !
 1999.1!               *    +                 !!          .0  .   .          !
 1999.2!                 + *                  !!          .   .0  .          !
 1999.3!                    +                 !!          .   0   .          !
 1999.4!            *       +                 !!         0.   .   .          !
 2000.1!        *      +                      !!          0   .   .          !
 2000.2!       *    +                         !!          .0  .   .          !
 2000.3!            +                         !!          .   0   .          !
 2000.4!       *       +                      !!         0.   .   .          !
 2001.1*           +                          !!      0   .   .   .          !
 2001.2!      +   *                           !!          .   . 0 .          !
 2001.3!             +       *                !!          .   .   0          !
 2001.4!                 *   +                !!          . 0 .   .          !
 2002.1!               *   +                  !!          . 0 .   .          !
 2002.2!    *            +                    !!      0   .   .   .          !
 2002.3!          +                       *   !!          .   .   .          0
 2002.4!               *              +       !!     0    .   .   .          !
 2003.1!             *   +                    !!          .0  .   .          !
 2003.2!               +*                     !!          .   0   .          !
 2003.3!                *+                    !!          .  0.   .          !
 2003.4!              *   +                   !!          .0  .   .          !
 2004.1!            *   +                     !!          .0  .   .          !
 2004.2!              *+                      !!          .   0   .          !
 2004.3!                + *                   !!          .   .0  .          !
 2004.4!               *   +                  !!          . 0 .   .          !
 2005.1!                *+                    !!          .  0.   .          !
 2005.2!                 +                    !!          .   0   .          !
 2005.3!                  + *                 !!          .   .0  .          !
 2005.4!                 *  +                 !!          . 0 .   .          !
 2006.1!                  + *                 !!          .   .0  .          !
 2006.2!                *   +                 !!          . 0 .   .          !
 2006.3!                 +   *                !!          .   . 0 .          !
 2006.4!                     +    *           !!          .   .  0.          !
 2007.1!                        +             !!          .   0   .          !
 2007.2!                 *     +              !!          0   .   .          !
 2007.3!                  +  *                !!          .   . 0 .          !
 2007.4!                 *  +                 !!          . 0 .   .          !
 2008.1!              *   +                   !!          . 0 .   .          !
 2008.2!                +                     !!          .   0   .          !
 2008.3!                 +     *              !!          .   .  0.          !
 2008.4!                     +  *             !!          .   . 0 .          !
 2009.1!                      *+              !!          .   0   .          !
 2009.2!                     +   *            !!          .   . 0 .          !
 2009.3!                     * +              !!          . 0 .   .          !
 2009.4!                     +     *          !!          .   .   0          !
 2010.1!                    *    +            !!          .0  .   .          !
 2010.2!                    +   *             !!          .   .  0.          !
 2010.3!                       +              !!          .   0   .          !
 2010.4!                      +      *        !!          .   .   0          !
 2011.1!                     *    +           !!          .0  .   .          !
 2011.2!                 *  +                 !!          . 0 .   .          !
 2011.3!                 +             *      !!          .   .   .    0     !
 2011.4!                            +*        !!          .   .0  .          !
 2012.1!                   *      +           !!         0.   .   .          !
 2012.2!                   +                  !!          .   0   .          !
 2012.3!                   +       *          !!          .   .   .0         !
 2012.4!                         +     *      !!          .   .   0          !


     25.40 percent of the residuals exceed 1 SE
      6.35 percent of the residuals exceed 2 SE
@@EQ 1689 LAACEMA C LACEMA(-1) PCEMA;SMPL 1992.3 2012.4;OLS;EST 1689 PLOT=0;EN
@EQ  1690 LAAMEMA C LAMEMA(-1) PMEMA;SMPL 1985.4 2012.4;OLS;EST 1690 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPEMA=PEPX$Q/MAPMM;                                                     
 GENR LAAPEMA=LOG(AAPEMA+.00001);                                             
 GENR LAPEMA=LOG(APEMA+.00001);                                               
 LHS AAPEMA=EXP(LAAPEMA)-.00001;                                              
  EQ 1691 LAAPEMA C LAPEMA(-1) PPEMA;                                         
EQUATION 1126  LAAPEMA  
   RHS     C  LAPEMA(-1)  PPEMA  
 SMPL 1989.4 2012.4;                                                          
Sample period is now  1989.4 to  2012.4 Internally:   152 to   244
 OLS;EST 1126 PLOT=0;END;                                                     

Equation number = 1126
**********************

Dependent variable = LAAPEMA 

 1989.4 -   2012.4,    0 missing obs.,   93 obs. used.

Mean of dependent variable       -8.238573295

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.242342161       0.419116853  -2.96419     1.000000
13787 LAPEMA  ( -1)       0.797573722       0.066146166  12.05775    -8.240205
13785 PPEMA   (  0)      -0.486457449       0.213751369  -2.27581     0.871731

SE of equation            =     0.565661940
Sum of squared residuals  =  28.7976087      -0.210320650E-11
Average absolute error    =     0.438650092
Sum of ABS residuals      =  40.7944585    
R squared                 =   0.84901
Durbin-Watson statistic   =   2.41114
SMPL and No. Obs.         = 1989.4   2012.4     93

Plot of actual(*) and fitted(+) values and residuals(0)


 1989.4!             +      *                 !!        .     .     .   0    !
 1990.1!                *    +                !!       0.     .     .        !
 1990.2!           *      +                   !!     0  .     .     .        !
 1990.3!              +                       !!        .     0     .        !
 1990.4!         *      +                     !!    0   .     .     .        !
 1991.1!         +        *                   !!        .     .     .      0 !
 1991.2!                    +        *        !!        .     .     .      0 !
 1991.3!                            +   *     !!        .     .    0.        !
 1991.4!                               +     *!!        .     .     . 0      !
 1992.1!                                  *+  !!        .     0     .        !
 1992.2!                               * +    !!        .   0 .     .        !
 1992.3!                              +  *    !!        .     .   0 .        !
 1992.4!                               +*     !!        .     . 0   .        !
 1993.1!                               +  *   !!        .     .   0 .        !
 1993.2!                              *  +    !!        . 0   .     .        !
 1993.3!                              +     * !!        .     .     .  0     !
 1993.4!                                  *+  !!        .    0.     .        !
 1994.1!                                 +    *!        .     .     .0       !
 1994.2!                                    +*!!        .     .0    .        !
 1994.3!                                   +  !!        .     0     .        !
 1994.4!                                 +   *!!        .     .     0        !
 1995.1!                                   +  !!        .     .0    .        !
 1995.2!                                 + *  !!        .     . 0   .        !
 1995.3!                                 + *  !!        .     .  0  .        !
 1995.4!                                 + *  !!        .     .  0  .        !
 1996.1!                                 +  * !!        .     .   0 .        !
 1996.2!                                  +*  !!        .     .0    .        !
 1996.3!                                 + *  !!        .     .  0  .        !
 1996.4!                                 +   *!!        .     .   0 .        !
 1997.1!                                  +*  !!        .     .0    .        !
 1997.2!                               * +    !!        .  0  .     .        !
 1997.3!                              +       !!        .     .0    .        !
 1997.4!                             +    *   !!        .     .     0        !
 1998.1!                            *   +     !!        .0    .     .        !
 1998.2!                           +          !!        .     0     .        !
 1998.3!                          +           !!        .     0     .        !
 1998.4!                        * +           !!        .  0  .     .        !
 1999.1!                     *   +            !!        .0    .     .        !
 1999.2!                      +     *         !!        .     .     . 0      !
 1999.3!                            +*        !!        .     . 0   .        !
 1999.4!                            *+        !!        .    0.     .        !
 2000.1!                         *  +         !!        . 0   .     .        !
 2000.2!                         +*           !!        .     .0    .        !
 2000.3!                          + *         !!        .     . 0   .        !
 2000.4!                          *+          !!        .   0 .     .        !
 2001.1!                      *   +           !!        .0    .     .        !
 2001.2!                       +              !!        .     0     .        !
 2001.3!                        +*            !!        .     . 0   .        !
 2001.4!                          +           !!        .     0     .        !
 2002.1!                      *   +           !!        .0    .     .        !
 2002.2!              *        +              !!  0     .     .     .        !
 2002.3!                 +      *             !!        .     .     .  0     !
 2002.4!                *       +             !!   0    .     .     .        !
 2003.1!              *   +                   !!        .0    .     .        !
 2003.2!               * +                    !!        .  0  .     .        !
 2003.3!              *  +                    !!        . 0   .     .        !
 2003.4!               * +                    !!        .   0 .     .        !
 2004.1!                *+                    !!        .    0.     .        !
 2004.2!           *     +                    !!     0  .     .     .        !
 2004.3!             +          *             !!        .     .     .        0
 2004.4!            *           +             !0        .     .     .        !
 2005.1!           *  +                       !!        . 0   .     .        !
 2005.2!             +      *                 !!        .     .     .  0     !
 2005.3!          *         +                 !! 0      .     .     .        !
 2005.4!      *     +                         !!       0.     .     .        !
 2006.1!        +*                            !!        .     .0    .        !
 2006.2!      * +                             !!        . 0   .     .        !
 2006.3!      + *                             !!        .     .   0 .        !
 2006.4!     *  +                             !!        . 0   .     .        !
 2007.1!     *+                               !!        .    0.     .        !
 2007.2*     +                                !!      0 .     .     .        !
 2007.3!+  *                                  !!        .     .   0 .        !
 2007.4!  * +                                 !!        . 0   .     .        !
 2008.1!   +    *                             !!        .     .     0        !
 2008.2!      * +                             !!        .  0  .     .        !
 2008.3!       +  *                           !!        .     .   0 .        !
 2008.4!        *   +                         !!        .0    .     .        !
 2009.1!           +  *                       !!        .     .    0.        !
 2009.2!       *       +                      !!    0   .     .     .        !
 2009.3!        +   *                         !!        .     .     0        !
 2009.4!      *     +                         !!      0 .     .     .        !
 2010.1!     *+                               !!        .    0.     .        !
 2010.2!    * +                               !!        .   0 .     .        !
 2010.3!  *  +                                !!        .  0  .     .        !
 2010.4!  +         *                         !!        .     .     .      0 !
 2011.1!    *     +                           !!      0 .     .     .        !
 2011.2!   +                                  !!        .    0.     .        !
 2011.3!  +*                                  !!        .     .0    .        !
 2011.4!    +                                 !!        .     0     .        !
 2012.1!    +      *                          !!        .     .     . 0      !
 2012.2!          +   *                       !!        .     .     0        !
 2012.3!       *    +                         !!       0.     .     .        !
 2012.4!       +   *                          !!        .     .     0        !


     29.03 percent of the residuals exceed 1 SE
      6.45 percent of the residuals exceed 2 SE
@@EQ 1692 LAATUMA C LATUMA(-1) PTUMA;SMPL 1994.3 2012.4;OLS;EST 1692 PLOT=0;EN
@EQ  1693 LAAPDMA C LAPDMA(-1) PPDMA;SMPL 1989.4 2012.4;OLS;EST 1693 PLOT=0;EN
@@EQ 1694 LAARUMA C LARUMA(-1) PRUMA;SMPL 1992.3 2012.4;OLS;EST 1694 PLOT=0;EN
@@EQ 1695 LAAUEMA C LAUEMA(-1) PUEMA;SMPL 1995.3 2012.4;OLS;EST 1695 PLOT=0;EN
@EQ  1696 LAAEGMA C LAEGMA(-1) PEGMA;SMPL 1986.3 2012.4;OLS;EST 1696 PLOT=0;EN
@@EQ 1697 LAAISMA C LAISMA(-1) PISMA;SMPL 1997.3 2012.4;OLS;EST 1697 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKEMA=KEPX$/MAPMM;                                                      
 GENR LAAKEMA=LOG(AAKEMA+.00001);                                             
 GENR LAKEMA=LOG(AKEMA+.00001);                                               
 LHS AAKEMA=EXP(LAAKEMA)-.00001;                                              
  EQ 1698 LAAKEMA C LAKEMA(-1) PKEMA;                                         
EQUATION 1127  LAAKEMA  
   RHS     C  LAKEMA(-1)  PKEMA  
 SMPL 1987.3 2012.4;                                                          
Sample period is now  1987.3 to  2012.4 Internally:   143 to   244
 OLS;EST 1127 PLOT=0;END;                                                     

Equation number = 1127
**********************

Dependent variable = LAAKEMA 

 1987.3 -   2012.4,    0 missing obs.,  102 obs. used.

Mean of dependent variable       -9.524768388

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.777416086       0.858712321  -3.23440     1.000000
13790 LAKEMA  ( -1)       0.607144911       0.080323814   7.55872    -9.506959
13788 PKEMA   (  0)      -0.964729802       0.675789873  -1.42756     1.010905

SE of equation            =     0.468367997
Sum of squared residuals  =  21.7174895       0.989066606E-10
Average absolute error    =     0.360312918
Sum of ABS residuals      =  36.7519176    
R squared                 =   0.42189
Durbin-Watson statistic   =   2.06039
SMPL and No. Obs.         = 1987.3   2012.4    102

Plot of actual(*) and fitted(+) values and residuals(0)


 1987.3!                     + *              !!         .    . 0  .         !
 1987.4!                    +                 *!         .    .    .        0!
 1988.1!                     *       +        !!        0.    .    .         !
 1988.2!                   +      *           !!         .    .    .0        !
 1988.3!               *      +               !!         0    .    .         !
 1988.4!              *+                      !!         .   0.    .         !
 1989.1!               +  *                   !!         .    .  0 .         !
 1989.2!                 +                    !!         .    0    .         !
 1989.3!             *  +                     !!         .  0 .    .         !
 1989.4!              +*                      !!         .    .0   .         !
 1990.1!               +            *         !!         .    .    .    0    !
 1990.2!                       +        *     !!         .    .    . 0       !
 1990.3!                        * +           !!         .   0.    .         !
 1990.4!                     +    *           !!         .    .   0.         !
 1991.1!                      +   *           !!         .    .  0 .         !
 1991.2!                  *   +               !!         . 0  .    .         !
 1991.3!                 +             *      !!         .    .    .     0   !
 1991.4!                         +    *       !!         .    .   0.         !
 1992.1!                     *  +             !!         . 0  .    .         !
 1992.2!      *            +                  !!    0    .    .    .         !
 1992.3!          +      *                    !!         .    .    0         !
 1992.4!            *   +                     !!         .0   .    .         !
 1993.1!             +         *              !!         .    .    .  0      !
 1993.2!                   *+                 !!         .   0.    .         !
 1993.3!                  +*                  !!         .    .0   .         !
 1993.4!        *        +                    !!       0 .    .    .         !
 1994.1!     *     +                          !!         0    .    .         !
 1994.2!         +  *                         !!         .    .  0 .         !
 1994.3!              +    *                  !!         .    .  0 .         !
 1994.4!              *   +                   !!         . 0  .    .         !
 1995.1!  *            +                      !!    0    .    .    .         !
 1995.2! *      +                             !!        0.    .    .         !
 1995.3!       +     *                        !!         .    .    0         !
 1995.4!      *        +                      !!       0 .    .    .         !
 1996.1!      *   +                           !!         . 0  .    .         !
 1996.2! *        +                           !!        0.    .    .         !
 1996.3!       +    *                         !!         .    .   0.         !
 1996.4!              +  *                    !!         .    .  0 .         !
 1997.1!            *    +                    !!         . 0  .    .         !
 1997.2!          *  +                        !!         . 0  .    .         !
 1997.3!           + *                        !!         .    .0   .         !
 1997.4!    *        +                        !!       0 .    .    .         !
 1998.1!       +*                             !!         .    .0   .         !
 1998.2!       * +                            !!         .  0 .    .         !
 1998.3!*        +                            !!       0 .    .    .         !
 1998.4!    *+                                !!         .   0.    .         !
 1999.1!       +          *                   !!         .    .    .  0      !
 1999.2!            *  +                      !!         . 0  .    .         !
 1999.3!            +                         !!         .    0    .         !
 1999.4!             +     *                  !!         .    .    0         !
 2000.1!                 +*                   !!         .    .0   .         !
 2000.2!        *       +                     !!        0.    .    .         !
 2000.3!          +   *                       !!         .    .   0.         !
 2000.4!            *+                        !!         .   0.    .         !
 2001.1!          * +                         !!         .  0 .    .         !
 2001.2!          + *                         !!         .    .0   .         !
 2001.3!       *   +                          !!         . 0  .    .         !
 2001.4!        +                             !!         .    0    .         !
 2002.1!        +                             !!         .    0    .         !
 2002.2!    *    +                            !!         .0   .    .         !
 2002.3!       +        *                     !!         .    .    . 0       !
 2002.4!              +                       !!         .    0    .         !
 2003.1!    *        +                        !!       0 .    .    .         !
 2003.2!       +*                             !!         .    .0   .         !
 2003.3!         +     *                      !!         .    .   0.         !
 2003.4!             + *                      !!         .    .0   .         !
 2004.1!              + *                     !!         .    .0   .         !
 2004.2!              +                       !!         .    0    .         !
 2004.3!           * +                        !!         .  0 .    .         !
 2004.4!         * +                          !!         .  0 .    .         !
 2005.1!          +    *                      !!         .    .   0.         !
 2005.2!  *           +                       !!     0   .    .    .         !
 2005.3!      +        *                      !!         .    .    .  0      !
 2005.4!              +  *                    !!         .    . 0  .         !
 2006.1!              *+                      !!         .    0    .         !
 2006.2!             +                        !!         .    0    .         !
 2006.3!            +         *               !!         .    .    . 0       !
 2006.4!                  + *                 !!         .    . 0  .         !
 2007.1!                 + *                  !!         .    . 0  .         !
 2007.2!                +    *                !!         .    .   0.         !
 2007.3!                 +                    !!         .    0    .         !
 2007.4!        *      +                      !!         0    .    .         !
 2008.1!         +                            !!         .    0    .         !
 2008.2!          +      *                    !!         .    .    0         !
 2008.3!           *   +                      !!         . 0  .    .         !
 2008.4!           +     *                    !!         .    .    0         !
 2009.1!              +                  *    !!         .    .    .         0
 2009.2!                        +    *        !!         .    .   0.         !
 2009.3!                     *+               !!         .    0    .         !
 2009.4!            *    +                    !!         .0   .    .         !
 2010.1!       *    +                         !!         .0   .    .         !
 2010.2!        +*                            !!         .    .0   .         !
 2010.3!     *    +                           !!         .0   .    .         !
 2010.4!     * +                              !!         .  0 .    .         !
 2011.1!  *    +                              !!         .0   .    .         !
 2011.2!      +    *                          !!         .    .   0.         !
 2011.3!    *      +                          !!         0    .    .         !
 2011.4!   *   +                              !!         . 0  .    .         !
 2012.1*      +                               !!        0.    .    .         !
 2012.2!   +*                                 !!         .    0    .         !
 2012.3!  *   +                               !!         . 0  .    .         !
 2012.4! *   +                                !!         . 0  .    .         !


     30.39 percent of the residuals exceed 1 SE
      5.88 percent of the residuals exceed 2 SE
@EQ  1699 LAABAMA C LABAMA(-1) PBAMA;SMPL 1975.3 2012.4;OLS;EST 1699 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKMA=HKPX$/MAPMM;                                                      
 GENR LAAHKMA=LOG(AAHKMA+.00001);                                             
 GENR LAHKMA=LOG(AHKMA+.00001);                                               
 LHS AAHKMA=EXP(LAAHKMA)-.00001;                                              
  EQ 1700 LAAHKMA C LAHKMA(-1) PHKMA;                                         
EQUATION 1128  LAAHKMA  
   RHS     C  LAHKMA(-1)  PHKMA  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1128 PLOT=0;END;                                                     

Equation number = 1128
**********************

Dependent variable = LAAHKMA 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -3.980703743

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.896408080       0.154552021  -5.80004     1.000000
13793 LAHKMA  ( -1)       0.737664482       0.043425252  16.98699    -3.978482
13791 PHKMA   (  0)      -0.107785502       0.021198561  -5.08457     1.387118

SE of equation            =     0.108077782
Sum of squared residuals  =  2.12590688       0.646624976E-10
Average absolute error    =     0.075873981
Sum of ABS residuals      =  14.0366865    
R squared                 =   0.81446
Durbin-Watson statistic   =   2.04265
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!                           +   *      !!          .   .   0          !
 1967.1!                      *   +           !!          .0  .   .          !
 1967.2!                   +   *              !!          .   .   .0         !
 1967.3!                   +   *              !!          .   .   0          !
 1967.4!                  +     *             !!          .   .   . 0        !
 1968.1!               *    +                 !!         0.   .   .          !
 1968.2!              +                       !!          .   0   .          !
 1968.3!              +*                      !!          .   .0  .          !
 1968.4!              +*                      !!          .   0   .          !
 1969.1!               +         *            !!          .   .   .      0   !
 1969.2!                  *   +               !!          0   .   .          !
 1969.3!                 +*                   !!          .   .0  .          !
 1969.4!    *            +                    !!0         .   .   .          !
 1970.1!       +         *                    !!          .   .   .     0    !
 1970.2!              * +                     !!          .  0.   .          !
 1970.3!              +                       !!          .   .0  .          !
 1970.4!            * +                       !!          .  0.   .          !
 1971.1!        *   +                         !!         0.   .   .          !
 1971.2!        +*                            !!          .   .0  .          !
 1971.3!      *  +                            !!          .0  .   .          !
 1971.4!       +                              !!          .   0   .          !
 1972.1!       +          *                   !!          .   .   .      0   !
 1972.2!                 *+                   !!          .  0.   .          !
 1972.3!              * +                     !!          .0  .   .          !
 1972.4!             *+                       !!          . 0 .   .          !
 1973.1!        *     +                       !!        0 .   .   .          !
 1973.2!     *   +                            !!          0   .   .          !
 1973.3!       +       *                      !!          .   .   .   0      !
 1973.4!              +*                      !!          .   .0  .          !
 1974.1!             +*                       !!          .   .0  .          !
 1974.2!        *     +                       !!       0  .   .   .          !
 1974.3*         +                            !!    0     .   .   .          !
 1974.4*   +                                  !!          0   .   .          !
 1975.1!      +             *                 !!          .   .   .          0
 1975.2!                      +  *            !!          .   .  0.          !
 1975.3!                       * +            !!          . 0 .   .          !
 1975.4!                       +              !!          .  0.   .          !
 1976.1!                       +              !!          .   0   .          !
 1976.2!                       +  *           !!          .   .   0          !
 1976.3!                         +*           !!          .   .0  .          !
 1976.4!                         +   *        !!          .   .   0          !
 1977.1!                          * +         !!          . 0 .   .          !
 1977.2!                        *+            !!          .  0.   .          !
 1977.3!                        +*            !!          .   .0  .          !
 1977.4!                        *+            !!          .  0.   .          !
 1978.1!                      * +             !!          . 0 .   .          !
 1978.2!                       +              !!          .   0   .          !
 1978.3!                       +              !!          .   0   .          !
 1978.4!                       *+             !!          .  0.   .          !
 1979.1!                       + *            !!          .   . 0 .          !
 1979.2!                         +            !!          .   0   .          !
 1979.3!                    *     +           !!         0.   .   .          !
 1979.4!                    * +               !!          . 0 .   .          !
 1980.1!                   *  +               !!          .0  .   .          !
 1980.2!                      +               !!          .   0   .          !
 1980.3!                   *   +              !!         0.   .   .          !
 1980.4!                 *   +                !!          0   .   .          !
 1981.1!                 *  +                 !!          .0  .   .          !
 1981.2!                  * +                 !!          . 0 .   .          !
 1981.3!              *      +                !!       0  .   .   .          !
 1981.4!                  +*                  !!          .   .0  .          !
 1982.1!                     *+               !!          .  0.   .          !
 1982.2!                *     +               !!       0  .   .   .          !
 1982.3!                  *+                  !!          .  0.   .          !
 1982.4!                     +*               !!          .   .0  .          !
 1983.1!                      * +             !!          . 0 .   .          !
 1983.2!                   *    +             !!         0.   .   .          !
 1983.3!                    * +               !!          . 0 .   .          !
 1983.4!                      + *             !!          .   . 0 .          !
 1984.1!                          +           !!          .   .0  .          !
 1984.2!                           +          !!          .   0   .          !
 1984.3!                        *  +          !!          .0  .   .          !
 1984.4!                       * +            !!          . 0 .   .          !
 1985.1!                    *   +             !!          0   .   .          !
 1985.2!                     *+               !!          .  0.   .          !
 1985.3!                       +*             !!          .   .0  .          !
 1985.4!                        *+            !!          .  0.   .          !
 1986.1!                      *   +           !!          .0  .   .          !
 1986.2!                        +   *         !!          .   .   .0         !
 1986.3!                          * +         !!          . 0 .   .          !
 1986.4!                          +   *       !!          .   .   0          !
 1987.1!                              +  *    !!          .   .  0.          !
 1987.2!                                +   * !!          .   .   0          !
 1987.3!                                 *+   !!          .  0.   .          !
 1987.4!                              * +     !!          . 0 .   .          !
 1988.1!                              +     * !!          .   .   . 0        !
 1988.2!                                  +*  !!          .   .0  .          !
 1988.3!                                  +*  !!          .   .0  .          !
 1988.4!                                  + * !!          .   . 0 .          !
 1989.1!                                  +  *!!          .   .  0.          !
 1989.2!                                   +  *!          .   .  0.          !
 1989.3!                                  * + !!          .  0.   .          !
 1989.4!                              *  +    !!          0   .   .          !
 1990.1!                             +*       !!          .   .0  .          !
 1990.2!                              +*      !!          .   .0  .          !
 1990.3!                               + *    !!          .   . 0 .          !
 1990.4!                                +*    !!          .   . 0 .          !
 1991.1!                            *    +    !!         0.   .   .          !
 1991.2!                            + *       !!          .   . 0 .          !
 1991.3!                             *+       !!          .  0.   .          !
 1991.4!                             +      * !!          .   .   .   0      !
 1992.1!                                  +   !!          .   0   .          !
 1992.2!                                 +  * !!          .   .  0.          !
 1992.3!                                 *+   !!          . 0 .   .          !
 1992.4!                                + *   !!          .   . 0 .          !
 1993.1!                                +  *  !!          .   . 0 .          !
 1993.2!                             *   +    !!          0   .   .          !
 1993.3!                            *+        !!          . 0 .   .          !
 1993.4!                           *+         !!          .  0.   .          !
 1994.1!                           +          !!          .   0   .          !
 1994.2!                            +*        !!          .   .0  .          !
 1994.3!                         *   +        !!          0   .   .          !
 1994.4!                           +          !!          .   0   .          !
 1995.1!                           *+         !!          .  0.   .          !
 1995.2!                          * +         !!          .  0.   .          !
 1995.3!                           +    *     !!          .   .   .0         !
 1995.4!                               +      !!          .  0.   .          !
 1996.1!                              +   *   !!          .   .   0          !
 1996.2!                                *+    !!          .  0.   .          !
 1996.3!                               +      !!          .  0.   .          !
 1996.4!                             * +      !!          . 0 .   .          !
 1997.1!                             +        !!          .   0   .          !
 1997.2!                             +        !!          .   0   .          !
 1997.3!                             +        !!          .   0   .          !
 1997.4!                             +        !!          .   0   .          !
 1998.1!                             +*       !!          .   . 0 .          !
 1998.2!                             *+       !!          .  0.   .          !
 1998.3!                             +        !!          .   0   .          !
 1998.4!                            +         !!          .   0   .          !
 1999.1!                            +  *      !!          .   . 0 .          !
 1999.2!                             *+       !!          .  0.   .          !
 1999.3!                           * +        !!          .  0.   .          !
 1999.4!                           *+         !!          .   0   .          !
 2000.1!                            + *       !!          .   . 0 .          !
 2000.2!                            *+        !!          . 0 .   .          !
 2000.3!                            +  *      !!          .   .  0.          !
 2000.4!                              +       !!          .   0   .          !
 2001.1!                             *+       !!          .  0.   .          !
 2001.2!                             +        !!          .   .0  .          !
 2001.3!                             +        !!          .   0   .          !
 2001.4!                           *+         !!          .  0.   .          !
 2002.1!                            + *       !!          .   . 0 .          !
 2002.2!                              +*      !!          .   .0  .          !
 2002.3!                              +      *!!          .   .   .  0       !
 2002.4!                                   + *!!          .   .  0.          !
 2003.1!                                  *+  !!          .  0.   .          !
 2003.2!                               * +    !!          .  0.   .          !
 2003.3!                               +*     !!          .   .0  .          !
 2003.4!                               +      !!          .   0   .          !
 2004.1!                              +     * !!          .   .   .0         !
 2004.2!                                  + * !!          .   . 0 .          !
 2004.3!                               *  +   !!          .0  .   .          !
 2004.4!                              +*      !!          .   0   .          !
 2005.1!                              + *     !!          .   . 0 .          !
 2005.2!                                +     !!          .   .0  .          !
 2005.3!                                +*    !!          .   .0  .          !
 2005.4!                                +*    !!          .   .0  .          !
 2006.1!                                + *   !!          .   . 0 .          !
 2006.2!                                 + *  !!          .   . 0 .          !
 2006.3!                                * +   !!          . 0 .   .          !
 2006.4!                                + *   !!          .   . 0 .          !
 2007.1!                                 + *  !!          .   . 0 .          !
 2007.2!                                  + * !!          .   . 0 .          !
 2007.3!                                  +*  !!          .   .0  .          !
 2007.4!                                  +   !!          .   0   .          !
 2008.1!                                  +   *!          .   .   0          !
 2008.2!                                    + !!          .   0   .          !
 2008.3!                                   +  !!          .   0   .          !
 2008.4!                               * +    !!          .0  .   .          !
 2009.1!                              +       !!          .  0.   .          !
 2009.2!                             *+       !!          .   0   .          !
 2009.3!                          *  +        !!          .0  .   .          !
 2009.4!                          *+          !!          . 0 .   .          !
 2010.1!                           +   *      !!          .   .   0          !
 2010.2!                              +*      !!          .   .0  .          !
 2010.3!                             * +      !!          . 0 .   .          !
 2010.4!                           * +        !!          . 0 .   .          !
 2011.1!                            +  *      !!          .   .  0.          !
 2011.2!                              *+      !!          .   0   .          !
 2011.3!                           *  +       !!          .0  .   .          !
 2011.4!                            +         !!          .   0   .          !
 2012.1!                            +  *      !!          .   .  0.          !
 2012.2!                         *    +       !!        0 .   .   .          !
 2012.3!                          +           !!          .   0   .          !
 2012.4!                    *      +          !!       0  .   .   .          !


     23.24 percent of the residuals exceed 1 SE
      5.41 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIMA=SIPX$/MAPMM;                                                      
 GENR LAASIMA=LOG(AASIMA+.00001);                                             
 GENR LASIMA=LOG(ASIMA+.00001);                                               
 LHS AASIMA=EXP(LAASIMA)-.00001;                                              
  EQ 1701 LAASIMA C LASIMA(-1) PSIMA;                                         
EQUATION 1129  LAASIMA  
   RHS     C  LASIMA(-1)  PSIMA  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST 1129 PLOT=0;END;                                                     

Equation number = 1129
**********************

Dependent variable = LAASIMA 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -1.458913632

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.195456121       0.045765801  -4.27079     1.000000
13796 LASIMA  ( -1)       0.707971897       0.061090615  11.58888    -1.460532
13794 PSIMA   (  0)      -0.170444379       0.043987039  -3.87488     1.346139

SE of equation            =     0.075054716
Sum of squared residuals  = 0.985811813       0.849920134E-11
Average absolute error    =     0.052863119
Sum of ABS residuals      =  9.40963515    
R squared                 =   0.86305
Durbin-Watson statistic   =   2.17158
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3!              +  *                    !!           .  .  0           !
 1968.4!               +  *                   !!           .  . 0.           !
 1969.1!                +         *           !!           .  .  .    0      !
 1969.2!                   *   +              !!           0  .  .           !
 1969.3!                  +*                  !!           .  .0 .           !
 1969.4*                 +                    !0           .  .  .           !
 1970.1!    +        *                        !!           .  .  .    0      !
 1970.2!           * +                        !!           .0 .  .           !
 1970.3!           +*                         !!           .  .0 .           !
 1970.4!            +                         !!           .  0  .           !
 1971.1!        *   +                         !!          0.  .  .           !
 1971.2!       +    *                         !!           .  .  0           !
 1971.3!           +*                         !!           .  0  .           !
 1971.4!            +  *                      !!           .  . 0.           !
 1972.1!              +        *              !!           .  .  .   0       !
 1972.2!                       +*             !!           .  .0 .           !
 1972.3!                       +              !!           .  0  .           !
 1972.4!                     * +              !!           .0 .  .           !
 1973.1!                      +               !!           .  .0 .           !
 1973.2!                      +*              !!           .  .0 .           !
 1973.3!                   *   +              !!          0.  .  .           !
 1973.4!                *   +                 !!           0  .  .           !
 1974.1!                 + *                  !!           .  . 0.           !
 1974.2!                  *  +                !!           .0 .  .           !
 1974.3!                *   +                 !!           0  .  .           !
 1974.4!                 +*                   !!           .  .0 .           !
 1975.1!                  +*                  !!           .  .0 .           !
 1975.2!                 * +                  !!           .0 .  .           !
 1975.3!            *    +                    !!          0.  .  .           !
 1975.4!             +*                       !!           .  .0 .           !
 1976.1!             *  +                     !!           .0 .  .           !
 1976.2!              + *                     !!           .  . 0.           !
 1976.3!              *  +                    !!           0  .  .           !
 1976.4!               +                      !!           .  0  .           !
 1977.1!               *+                     !!           . 0.  .           !
 1977.2!               *+                     !!           . 0.  .           !
 1977.3!                 +*                   !!           .  .0 .           !
 1977.4!                 * +                  !!           .0 .  .           !
 1978.1!            *     +                   !!         0 .  .  .           !
 1978.2!             * +                      !!           .0 .  .           !
 1978.3!              * +                     !!           .0 .  .           !
 1978.4!             *  +                     !!           0  .  .           !
 1979.1!               +  *                   !!           .  . 0.           !
 1979.2!                *  +                  !!           .0 .  .           !
 1979.3!               *  +                   !!           0  .  .           !
 1979.4!                +*                    !!           .  .0 .           !
 1980.1!             *    +                   !!          0.  .  .           !
 1980.2!              +    *                  !!           .  .  0           !
 1980.3!                  *+                  !!           .  0  .           !
 1980.4!                 * +                  !!           . 0.  .           !
 1981.1!              *   +                   !!           0  .  .           !
 1981.2!               +*                     !!           .  .0 .           !
 1981.3!               * +                    !!           . 0.  .           !
 1981.4!                +*                    !!           .  .0 .           !
 1982.1!                 +*                   !!           .  .0 .           !
 1982.2!                  *+                  !!           . 0.  .           !
 1982.3!                  +*                  !!           .  .0 .           !
 1982.4!                   +  *               !!           .  . 0.           !
 1983.1!                    *+                !!           . 0.  .           !
 1983.2!                   *+                 !!           . 0.  .           !
 1983.3!                *  +                  !!           .0 .  .           !
 1983.4!                 +*                   !!           .  .0 .           !
 1984.1!                   +                  !!           .  0  .           !
 1984.2!                  *+                  !!           . 0.  .           !
 1984.3!                  +*                  !!           .  .0 .           !
 1984.4!                    +*                !!           .  .0 .           !
 1985.1!                     +*               !!           .  .0 .           !
 1985.2!                    * +               !!           . 0.  .           !
 1985.3!                    +  *              !!           .  . 0.           !
 1985.4!                       +              !!           .  0  .           !
 1986.1!                        +             !!           .  0  .           !
 1986.2!                         +     *      !!           .  .  . 0         !
 1986.3!                              + *     !!           .  .0 .           !
 1986.4!                               +  *   !!           .  . 0.           !
 1987.1!                                +*    !!           .  .0 .           !
 1987.2!                                + *   !!           .  . 0.           !
 1987.3!                                + *   !!           .  . 0.           !
 1987.4!                                 +    !!           .  0  .           !
 1988.1!                                +  *  !!           .  .  0           !
 1988.2!                                 +   *!!           .  .  0           !
 1988.3!                                  *+  !!           . 0.  .           !
 1988.4!                                 +   *!!           .  .  0           !
 1989.1!                                *  +  !!           .0 .  .           !
 1989.2!                              * +     !!           . 0.  .           !
 1989.3!                              + *     !!           .  .0 .           !
 1989.4!                               +*     !!           .  .0 .           !
 1990.1!                               +      !!           .  0  .           !
 1990.2!                         *     +      !!         0 .  .  .           !
 1990.3!                       *  +           !!           0  .  .           !
 1990.4!                        + *           !!           .  . 0.           !
 1991.1!                           +   *      !!           .  .  0           !
 1991.2!                              +       !!           .  0  .           !
 1991.3!                            * +       !!           .0 .  .           !
 1991.4!                     *      +         !!        0  .  .  .           !
 1992.1!                     * +              !!           .0 .  .           !
 1992.2!                        +*            !!           .  .0 .           !
 1992.3!                     *    +           !!         0 .  .  .           !
 1992.4!                     * +              !!           . 0.  .           !
 1993.1!                        +             !!           .  0  .           !
 1993.2!                         +   *        !!           .  .  0           !
 1993.3!                          *  +        !!           0  .  .           !
 1993.4!                       *   +          !!           0  .  .           !
 1994.1!                         +        *   !!           .  .  .    0      !
 1994.2!                                 +   *!!           .  .  0           !
 1994.3!                                   +  *!           .  . 0.           !
 1994.4!                                   *+ !!           . 0.  .           !
 1995.1!                             *    +   !!           0  .  .           !
 1995.2!                              +  *    !!           .  . 0.           !
 1995.3!                                +  *  !!           .  . 0.           !
 1995.4!                                  +*  !!           .  .0 .           !
 1996.1!                                 *+   !!           . 0.  .           !
 1996.2!                               *+     !!           . 0.  .           !
 1996.3!                               + *    !!           .  . 0.           !
 1996.4!                                +*    !!           .  0  .           !
 1997.1!                               *+     !!           . 0.  .           !
 1997.2!                          *    +      !!          0.  .  .           !
 1997.3!                           +  *       !!           .  . 0.           !
 1997.4!                              +       !!           .  0  .           !
 1998.1!                             *+       !!           . 0.  .           !
 1998.2!                              +*      !!           .  .0 .           !
 1998.3!                               +   *  !!           .  .  0           !
 1998.4!                                 *+   !!           . 0.  .           !
 1999.1!                                 +*   !!           .  .0 .           !
 1999.2!                                 + *  !!           .  .0 .           !
 1999.3!                                 *+   !!           . 0.  .           !
 1999.4!                                +  *  !!           .  .  0           !
 2000.1!                                  + * !!           .  . 0.           !
 2000.2!                                  *+  !!           .  0  .           !
 2000.3!                                 + *  !!           .  .0 .           !
 2000.4!                                  + * !!           .  . 0.           !
 2001.1!                                  +   !!           .  0  .           !
 2001.2!                                 +    !!           .  0  .           !
 2001.3!                                 +    !!           .  0  .           !
 2001.4!                                 +    !!           .  0  .           !
 2002.1!                                 +*   !!           .  .0 .           !
 2002.2!                                 + *  !!           .  .0 .           !
 2002.3!                                 *+   !!           . 0.  .           !
 2002.4!                               *+     !!           . 0.  .           !
 2003.1!                               +  *   !!           .  .  0           !
 2003.2!                                * +   !!           . 0.  .           !
 2003.3!                                +     !!           . 0.  .           !
 2003.4!                               *+     !!           . 0.  .           !
 2004.1!                                + *   !!           .  . 0.           !
 2004.2!                                  +   !!           .  0  .           !
 2004.3!                                  +*  !!           .  .0 .           !
 2004.4!                                  +*  !!           .  .0 .           !
 2005.1!                                   +  *!           .  . 0.           !
 2005.2!                                  * + !!           .0 .  .           !
 2005.3!                                  +   !!           .  .0 .           !
 2005.4!                                  + * !!           .  . 0.           !
 2006.1!                                  *+  !!           .  0  .           !
 2006.2!                                 + *  !!           .  .0 .           !
 2006.3!                                  +*  !!           .  .0 .           !
 2006.4!                                  +   !!           .  0  .           !
 2007.1!                                  +*  !!           .  .0 .           !
 2007.2!                                  +   !!           . 0.  .           !
 2007.3!                                 +    !!           .  0  .           !
 2007.4!                                 +    !!           .  0  .           !
 2008.1!                                 +    !!           .  0  .           !
 2008.2!                                *+    !!           . 0.  .           !
 2008.3!                              * +     !!           . 0.  .           !
 2008.4!                              *+      !!           . 0.  .           !
 2009.1!                               +      !!           .  0  .           !
 2009.2!                              * +     !!           . 0.  .           !
 2009.3!                             * +      !!           . 0.  .           !
 2009.4!                              *+      !!           . 0.  .           !
 2010.1!                               +  *   !!           .  . 0.           !
 2010.2!                              *  +    !!           0  .  .           !
 2010.3!                               +*     !!           .  .0 .           !
 2010.4!                             *   +    !!           0  .  .           !
 2011.1!                              +  *    !!           .  . 0.           !
 2011.2!                                +     !!           .  0  .           !
 2011.3!                                +*    !!           .  .0 .           !
 2011.4!                                 +*   !!           .  0  .           !
 2012.1!                                 + *  !!           .  .0 .           !
 2012.2!                             *    +   !!          0.  .  .           !
 2012.3!                            * +       !!           .0 .  .           !
 2012.4!                           * +        !!           . 0.  .           !


     23.03 percent of the residuals exceed 1 SE
      3.37 percent of the residuals exceed 2 SE
@EQ  1702 LAAVIMA C LAVIMA(-1) PVIMA;SMPL 1982.1 2012.4;OLS;EST 1702 PLOT=0;EN
@@EQ 1703 LAANIMA C LANIMA(-1) PNIMA;SMPL 2004.3 2012.4;OLS;EST 1703 PLOT=0;EN
@@EQ 1704 LAAALMA C LAALMA(-1) PALMA;SMPL 1999.4 2012.4;OLS;EST 1704 PLOT=0;EN
@@EQ 1705 LAAIAMA C LAIAMA(-1) PIAMA;SMPL 1967.3 2012.4;OLS;EST 1705 PLOT=0;EN
@@EQ 1706 LAAINMA C LAINMA(-1) PINMA;SMPL 1989.3 2012.4;OLS;EST 1706 PLOT=0;EN
@@EQ 1707 LAAIQMA C LAIQMA(-1) PIQMA;SMPL 2006.4 2012.4;OLS;EST 1707 PLOT=0;EN
@@EQ 1708 LAAKUMA C LAKUMA(-1) PKUMA;SMPL 1992.1 2012.4;OLS;EST 1708 PLOT=0;EN
@@EQ 1709 LAALIMA C LALIMA(-1) PLIMA;SMPL 2012.3 2012.4;OLS;EST 1709 PLOT=0;EN
@@EQ 1710 LAAUAMA C LAUAMA(-1) PUAMA;SMPL 1988.3 2012.4;OLS;EST 1710 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSPA=USPX$/PAPMM;                                                      
 GENR LAAUSPA=LOG(AAUSPA+.00001);                                             
 GENR LAUSPA=LOG(AUSPA+.00001);                                               
 LHS AAUSPA=EXP(LAAUSPA)-.00001;                                              
  EQ 1711 LAAUSPA C LAUSPA(-1) PUSPA;                                         
EQUATION 1130  LAAUSPA  
   RHS     C  LAUSPA(-1)  PUSPA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1130 PLOT=0;END;                                                     

Equation number = 1130
**********************

Dependent variable = LAAUSPA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.316801091

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.144168237       0.116501977  -1.23747     1.000000
13799 LAUSPA  ( -1)       0.882076806       0.035474775  24.86490    -2.305769
13797 PUSPA   (  0)      -0.089722394       0.083403097  -1.07577     1.546633

SE of equation            =     0.255161369
Sum of squared residuals  =  12.0448550       0.421129798E-11
Average absolute error    =     0.198117060
Sum of ABS residuals      =  37.2460073    
R squared                 =   0.81896
Durbin-Watson statistic   =   2.61381
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                  * + !!         . 0  .    .         !
 1966.2!                             *   +    !!         .0   .    .         !
 1966.3!                            +   *     !!         .    .    0         !
 1966.4!                               + *    !!         .    .  0 .         !
 1967.1!                               +      *!         .    .    .  0      !
 1967.2!                                *   + !!         0    .    .         !
 1967.3!                               +   *  !!         .    .    .0        !
 1967.4!                                  +*  !!         .    . 0  .         !
 1968.1!                                 + *  !!         .    . 0  .         !
 1968.2!                                 +*   !!         .    0    .         !
 1968.3!                                +*    !!         .    .0   .         !
 1968.4!                               +  *   !!         .    .  0 .         !
 1969.1!                              * +     !!         .  0 .    .         !
 1969.2!                             +    *   !!         .    .    0         !
 1969.3!                               *+     !!         .  0 .    .         !
 1969.4!                              +   *   !!         .    .    0         !
 1970.1!                                 +   *!!         .    .    0         !
 1970.2!                                   +  *!         .    .  0 .         !
 1970.3!                                    + !!         .    0    .         !
 1970.4!                                  +  *!!         .    .   0.         !
 1971.1!                                    + !!         .    .0   .         !
 1971.2!                                  *+  !!         .   0.    .         !
 1971.3!                                 + *  !!         .    . 0  .         !
 1971.4!                        *        +    !!   0     .    .    .         !
 1972.1!                        +          *  !!         .    .    .        0!
 1972.2!                                 +    !!         .   0.    .         !
 1972.3!                             * +      !!         . 0  .    .         !
 1972.4!                            +         !!         .    0    .         !
 1973.1!                           + *        !!         .    .  0 .         !
 1973.2!                            +  *      !!         .    .  0 .         !
 1973.3!                             +        !!         .    0    .         !
 1973.4!                            +    *    !!         .    .    .0        !
 1974.1!                               +  *   !!         .    .  0 .         !
 1974.2!                                +     !!         .    .0   .         !
 1974.3!                             * +      !!         .  0 .    .         !
 1974.4!                            +*        !!         .    .0   .         !
 1975.1!                           *+         !!         .   0.    .         !
 1975.2!                           +  *       !!         .    .   0.         !
 1975.3!                           * +        !!         .  0 .    .         !
 1975.4!                          +     *     !!         .    .    .0        !
 1976.1!                            * +       !!         .  0 .    .         !
 1976.2!                        *  +          !!         . 0  .    .         !
 1976.3!                        +     *       !!         .    .    .  0      !
 1976.4!                           * +        !!         .  0 .    .         !
 1977.1!                     *    +           !!        0.    .    .         !
 1977.2!                     +  *             !!         .    .   0.         !
 1977.3!                     * +              !!         . 0  .    .         !
 1977.4!                 *   +                !!         .0   .    .         !
 1978.1!                 +         *          !!         .    .    .      0  !
 1978.2!                        * +           !!         .  0 .    .         !
 1978.3!                        +             !!         .    .0   .         !
 1978.4!                        +   *         !!         .    .   0.         !
 1979.1!                           +*         !!         .    .0   .         !
 1979.2!                        *  +          !!         .0   .    .         !
 1979.3!                        +  *          !!         .    .   0.         !
 1979.4!                      *    +          !!        0.    .    .         !
 1980.1!                      +   *           !!         .    .    0         !
 1980.2!                          +*          !!         .    . 0  .         !
 1980.3!                           + *        !!         .    .  0 .         !
 1980.4!                           *+         !!         .  0 .    .         !
 1981.1!                  *       +           !!    0    .    .    .         !
 1981.2!                 *+                   !!         .  0 .    .         !
 1981.3!                 +*                   !!         .    .0   .         !
 1981.4!                  +  *                !!         .    .  0 .         !
 1982.1!                  * +                 !!         .  0 .    .         !
 1982.2!                  +     *             !!         .    .    . 0       !
 1982.3!                       +*             !!         .    .0   .         !
 1982.4!                      *+              !!         .   0.    .         !
 1983.1!                      +   *           !!         .    .    .0        !
 1983.2!                   *     +            !!       0 .    .    .         !
 1983.3!                   +    *             !!         .    .    .0        !
 1983.4!                       + *            !!         .    . 0  .         !
 1984.1!                        + *           !!         .    . 0  .         !
 1984.2!                         + *          !!         .    . 0  .         !
 1984.3!                          +           !!         .    .0   .         !
 1984.4!                         +  *         !!         .    .  0 .         !
 1985.1!                         *+           !!         .  0 .    .         !
 1985.2!                        +   *         !!         .    .    0         !
 1985.3!                       *  +           !!         .0   .    .         !
 1985.4!                      +    *          !!         .    .    0         !
 1986.1!                        * +           !!         . 0  .    .         !
 1986.2!                       +              !!         .   0.    .         !
 1986.3!                     *+               !!         .   0.    .         !
 1986.4!                     +*               !!         .    . 0  .         !
 1987.1!                  *   +               !!         0    .    .         !
 1987.2!                  +*                  !!         .    .0   .         !
 1987.3!                   +*                 !!         .    0    .         !
 1987.4!                    +    *            !!         .    .    .0        !
 1988.1!                   *    +             !!        0.    .    .         !
 1988.2!                   +*                 !!         .    . 0  .         !
 1988.3!                    +    *            !!         .    .    .0        !
 1988.4!                        +   *         !!         .    .    0         !
 1989.1!                          *+          !!         .   0.    .         !
 1989.2!                     *   +            !!        0.    .    .         !
 1989.3!                    +    *            !!         .    .    0         !
 1989.4!                        +*            !!         .    . 0  .         !
 1990.1!                       *+             !!         .   0.    .         !
 1990.2!                       +*             !!         .    . 0  .         !
 1990.3!                        + *           !!         .    .  0 .         !
 1990.4!                         *+           !!         .  0 .    .         !
 1991.1!                     *  +             !!         .0   .    .         !
 1991.2!                     + *              !!         .    . 0  .         !
 1991.3!                  *    +              !!         0    .    .         !
 1991.4!                   + *                !!         .    . 0  .         !
 1992.1!                   * +                !!         .   0.    .         !
 1992.2!                 *  +                 !!         . 0  .    .         !
 1992.3!                 +  *                 !!         .    .  0 .         !
 1992.4!                   *+                 !!         .   0.    .         !
 1993.1!               *   +                  !!         0    .    .         !
 1993.2!              * +                     !!         .  0 .    .         !
 1993.3!               +                      !!         .    0    .         !
 1993.4!               +  *                   !!         .    .  0 .         !
 1994.1!              *   +                   !!         0    .    .         !
 1994.2!              +*                      !!         .    0    .         !
 1994.3!        *      +                      !!     0   .    .    .         !
 1994.4!         +     *                      !!         .    .    .  0      !
 1995.1!                +    *                !!         .    .    .0        !
 1995.2!              *      +                !!      0  .    .    .         !
 1995.3!              *+                      !!         .   0.    .         !
 1995.4!               +  *                   !!         .    .   0.         !
 1996.1!                 *+                   !!         .  0 .    .         !
 1996.2!               * +                    !!         . 0  .    .         !
 1996.3!               +      *               !!         .    .    .   0     !
 1996.4!                      + *             !!         .    . 0  .         !
 1997.1!                     * +              !!         .  0 .    .         !
 1997.2!                 *   +                !!         .0   .    .         !
 1997.3!                 + *                  !!         .    .  0 .         !
 1997.4!               *   +                  !!         0    .    .         !
 1998.1!            *  +                      !!         . 0  .    .         !
 1998.2!             + *                      !!         .    .  0 .         !
 1998.3!            *  +                      !!         .0   .    .         !
 1998.4!          * +                         !!         . 0  .    .         !
 1999.1*          +                           !! 0       .    .    .         !
 1999.2!+       *                             !!         .    .    .   0     !
 1999.3!  *     +                             !!       0 .    .    .         !
 1999.4!    +*                                !!         .    . 0  .         !
 2000.1!   *  +                               !!         .0   .    .         !
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 2000.3!     * +                              !!         . 0  .    .         !
 2000.4!     *+                               !!         .    0    .         !
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 2001.2!     *+                               !!         .   0.    .         !
 2001.3!      +   *                           !!         .    .   0.         !
 2001.4!        * +                           !!         . 0  .    .         !
 2002.1!        + *                           !!         .    .  0 .         !
 2002.2!       *   +                          !!         .0   .    .         !
 2002.3!        +  *                          !!         .    .  0 .         !
 2002.4!       *   +                          !!         0    .    .         !
 2003.1!        + *                           !!         .    . 0  .         !
 2003.2!         *+                           !!         .   0.    .         !
 2003.3!         *+                           !!         .  0 .    .         !
 2003.4!          +  *                        !!         .    .  0 .         !
 2004.1!             +            *           !!         .    .    .         0
 2004.2!               *         +            !!  0      .    .    .         !
 2004.3!               +                      !!         .    0    .         !
 2004.4!              * +                     !!         . 0  .    .         !
 2005.1!        *      +                      !!     0   .    .    .         !
 2005.2!         +*                           !!         .    . 0  .         !
 2005.3!           *+                         !!         .   0.    .         !
 2005.4!            +*                        !!         .    .0   .         !
 2006.1!              +    *                  !!         .    .    0         !
 2006.2!           *       +                  !!     0   .    .    .         !
 2006.3!            +                         !!         .   0.    .         !
 2006.4!             +     *                  !!         .    .    .  0      !
 2007.1!              *    +                  !!        0.    .    .         !
 2007.2!               +                      !!         .   0.    .         !
 2007.3!               +                      !!         .    0    .         !
 2007.4!             *  +                     !!         .0   .    .         !
 2008.1!             *+                       !!         .    0    .         !
 2008.2!              +*                      !!         .    .0   .         !
 2008.3!              * +                     !!         .  0 .    .         !
 2008.4!       *       +                      !!    0    .    .    .         !
 2009.1!     *  +                             !!         .0   .    .         !
 2009.2!       +        *                     !!         .    .    .     0   !
 2009.3!           *     +                    !!       0 .    .    .         !
 2009.4!           *+                         !!         .   0.    .         !
 2010.1!         *  +                         !!         .0   .    .         !
 2010.2!           +                          !!         .    .0   .         !
 2010.3!             +*                       !!         .    . 0  .         !
 2010.4!           *   +                      !!         0    .    .         !
 2011.1!            + *                       !!         .    . 0  .         !
 2011.2!            *  +                      !!         . 0  .    .         !
 2011.3!       *     +                        !!      0  .    .    .         !
 2011.4!         +*                           !!         .    .0   .         !
 2012.1!        *  +                          !!         . 0  .    .         !
 2012.2!     *    +                           !!        0.    .    .         !
 2012.3!      *+                              !!         .   0.    .         !
 2012.4!       *+                             !!         .   0.    .         !


     29.26 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCAPA=CAPX$/PAPMM;                                                      
 GENR LAACAPA=LOG(AACAPA+.00001);                                             
 GENR LACAPA=LOG(ACAPA+.00001);                                               
 LHS AACAPA=EXP(LAACAPA)-.00001;                                              
  EQ 1712 LAACAPA C LACAPA(-1) PCAPA;                                         
EQUATION 1131  LAACAPA  
   RHS     C  LACAPA(-1)  PCAPA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1131 PLOT=0;END;                                                     

Equation number = 1131
**********************

Dependent variable = LAACAPA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.399303860

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.195201094       0.361328829  -3.30779     1.000000
13802 LACAPA  ( -1)       0.668487787       0.056301311  11.87340    -4.392825
13800 PCAPA   (  0)      -0.193955697       0.232556991  -0.83401     1.379453

SE of equation            =     0.579732451
Sum of squared residuals  =  62.1765971      -0.516831022E-11
Average absolute error    =     0.464901448
Sum of ABS residuals      =  87.4014723    
R squared                 =   0.45378
Durbin-Watson statistic   =   2.44405
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                +        *            !!         .    .    .   0     !
 1966.2!                  *    +              !!         0    .    .         !
 1966.3!                  +           *       !!         .    .    .     0   !
 1966.4!                    *     +           !!        0.    .    .         !
 1967.1!                   +      *           !!         .    .    .0        !
 1967.2!                       +      *       !!         .    .    .0        !
 1967.3!                    *     +           !!         0    .    .         !
 1967.4!                    +*                !!         .    . 0  .         !
 1968.1!                    +  *              !!         .    .  0 .         !
 1968.2!                      +               !!         .    .0   .         !
 1968.3!                     +     *          !!         .    .    .0        !
 1968.4!                        +*            !!         .    . 0  .         !
 1969.1!                     * +              !!         .   0.    .         !
 1969.2!                     +    *           !!         .    .    0         !
 1969.3!                        +  *          !!         .    .  0 .         !
 1969.4!                        *+            !!         .   0.    .         !
 1970.1!                      +          *    !!         .    .    .    0    !
 1970.2!                            +  *      !!         .    . 0  .         !
 1970.3!                           +   *      !!         .    .   0.         !
 1970.4!                           +     *    !!         .    .    .0        !
 1971.1!                             +        !!         .    0    .         !
 1971.2!                          +       *   !!         .    .    .  0      !
 1971.3!                           * +        !!         .  0 .    .         !
 1971.4!                         +  *         !!         .    .   0.         !
 1972.1!                    *    +            !!         0    .    .         !
 1972.2!                   +         *        !!         .    .    .   0     !
 1972.3!                         +         *  !!         .    .    .    0    !
 1972.4!                              +  *    !!         .    .  0 .         !
 1973.1!                         *  +         !!         . 0  .    .         !
 1973.2!                   *   +              !!         . 0  .    .         !
 1973.3!                   +              *   !!         .    .    .         0
 1973.4!                            + *       !!         .    .0   .         !
 1974.1!                         +            *!         .    .    .      0  !
 1974.2!                          *    +      !!         0    .    .         !
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 1974.4!             *         +              !!    0    .    .    .         !
 1975.1!              +               *       !!         .    .    .         0
 1975.2!                          +*          !!         .    0    .         !
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 1975.4!                              +       !!         .    0    .         !
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 1976.2!             *         +              !!     0   .    .    .         !
 1976.3!              +  *                    !!         .    . 0  .         !
 1976.4!                 +  *                 !!         .    .  0 .         !
 1977.1!                   +  *               !!         .    .  0 .         !
 1977.2!                    +           *     !!         .    .    .     0   !
 1977.3!                       *   +          !!         .0   .    .         !
 1977.4!                     +*               !!         .    .0   .         !
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 1978.2!                     +    *           !!         .    .    0         !
 1978.3!                       +  *           !!         .    . 0  .         !
 1978.4!                       +    *         !!         .    .   0.         !
 1979.1!                   *     +            !!         0    .    .         !
 1979.2!                   +    *             !!         .    .   0.         !
 1979.3!                       +    *         !!         .    .    0         !
 1979.4!                     *   +            !!         .0   .    .         !
 1980.1!                  * +                 !!         .  0 .    .         !
 1980.2!                  +   *               !!         .    .  0 .         !
 1980.3!                 *   +                !!         .0   .    .         !
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 1981.2!                 *    +               !!         0    .    .         !
 1981.3!                 +   *                !!         .    .   0.         !
 1981.4!               *    +                 !!         0    .    .         !
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 1982.2!                   +  *               !!         .    .  0 .         !
 1982.3!                    +*                !!         .    0    .         !
 1982.4!                 * +                  !!         . 0  .    .         !
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 1983.3!                + *                   !!         .    . 0  .         !
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 1984.3!                  + *                 !!         .    . 0  .         !
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 1985.2!                  * +                 !!         . 0  .    .         !
 1985.3!                  +  *                !!         .    .  0 .         !
 1985.4!                    +    *            !!         .    .   0.         !
 1986.1!               *       +              !!       0 .    .    .         !
 1986.2!                +          *          !!         .    .    .    0    !
 1986.3!                        +   *         !!         .    .   0.         !
 1986.4!                *        +            !!     0   .    .    .         !
 1987.1!                 +    *               !!         .    .    0         !
 1987.2!                 *   +                !!         .0   .    .         !
 1987.3!              *  +                    !!         . 0  .    .         !
 1987.4!             *  +                     !!         . 0  .    .         !
 1988.1!               + *                    !!         .    . 0  .         !
 1988.2!                 +  *                 !!         .    . 0  .         !
 1988.3!                  *+                  !!         .   0.    .         !
 1988.4!         *        +                   !!    0    .    .    .         !
 1989.1!          * +                         !!         .  0 .    .         !
 1989.2!             +   *                    !!         .    .  0 .         !
 1989.3!      *          +                    !!   0     .    .    .         !
 1989.4!          +     *                     !!         .    .    0         !
 1990.1!           *     +                    !!         0    .    .         !
 1990.2!             +                        !!         .    0    .         !
 1990.3!               +    *                 !!         .    .    0         !
 1990.4!                   *+                 !!         .   0.    .         !
 1991.1!              *    +                  !!        0.    .    .         !
 1991.2!          *     +                     !!         0    .    .         !
 1991.3!             +  *                     !!         .    .  0 .         !
 1991.4!               *  +                   !!         .  0 .    .         !
 1992.1!                 +                    !!         .    .0   .         !
 1992.2!           *      +                   !!       0 .    .    .         !
 1992.3!              +  *                    !!         .    .  0 .         !
 1992.4!        *         +                   !!     0   .    .    .         !
 1993.1!            +  *                      !!         .    .  0 .         !
 1993.2!           *     +                    !!         0    .    .         !
 1993.3!            * +                       !!         .  0 .    .         !
 1993.4!     *        +                       !!     0   .    .    .         !
 1994.1!   *      +                           !!        0.    .    .         !
 1994.2!   *    +                             !!         0    .    .         !
 1994.3!        +     *                       !!         .    .    .0        !
 1994.4!             *  +                     !!         . 0  .    .         !
 1995.1!               +      *               !!         .    .    . 0       !
 1995.2!              *      +                !!       0 .    .    .         !
 1995.3!                +*                    !!         .    .0   .         !
 1995.4!        *         +                   !!    0    .    .    .         !
 1996.1!           + *                        !!         .    . 0  .         !
 1996.2!          *    +                      !!         0    .    .         !
 1996.3!         *   +                        !!         . 0  .    .         !
 1996.4!        *    +                        !!         0    .    .         !
 1997.1!    *      +                          !!       0 .    .    .         !
 1997.2!         +*                           !!         .    .0   .         !
 1997.3!            +   *                     !!         .    .   0.         !
 1997.4!               * +                    !!         .  0 .    .         !
 1998.1!       *        +                     !!      0  .    .    .         !
 1998.2!           +                          !!         .    0    .         !
 1998.3!        *    +                        !!         0    .    .         !
 1998.4!            +                         !!         .    0    .         !
 1999.1!         *   +                        !!         .0   .    .         !
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 1999.4!     *       +                        !!       0 .    .    .         !
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 2000.3!          * +                         !!         .  0 .    .         !
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 2001.2!         *   +                        !!         . 0  .    .         !
 2001.3!        *   +                         !!         . 0  .    .         !
 2001.4*           +                          !!   0     .    .    .         !
 2002.1!    +    *                            !!         .    .    0         !
 2002.2!       *   +                          !!         .0   .    .         !
 2002.3!          +                           !!         .    0    .         !
 2002.4!       *     +                        !!         0    .    .         !
 2003.1!          +        *                  !!         .    .    .   0     !
 2003.2!             *    +                   !!         0    .    .         !
 2003.3!               +        *             !!         .    .    .   0     !
 2003.4!                    * +               !!         .  0 .    .         !
 2004.1!        *          +                  !!   0     .    .    .         !
 2004.2!           +         *                !!         .    .    .    0    !
 2004.3!                   *+                 !!         .   0.    .         !
 2004.4!                   +   *              !!         .    .   0.         !
 2005.1!                      +*              !!         .    . 0  .         !
 2005.2!              *       +               !!       0 .    .    .         !
 2005.3!            *  +                      !!         .0   .    .         !
 2005.4!              +  *                    !!         .    .  0 .         !
 2006.1!                *+                    !!         .   0.    .         !
 2006.2!                 +   *                !!         .    .   0.         !
 2006.3!                   *+                 !!         .   0.    .         !
 2006.4!                *  +                  !!         . 0  .    .         !
 2007.1!                +     *               !!         .    .    0         !
 2007.2!                   *+                 !!         .   0.    .         !
 2007.3!                 * +                  !!         .  0 .    .         !
 2007.4!               * +                    !!         .  0 .    .         !
 2008.1!                +      *              !!         .    .    . 0       !
 2008.2!               *     +                !!        0.    .    .         !
 2008.3!                +      *              !!         .    .    . 0       !
 2008.4!           *         +                !!    0    .    .    .         !
 2009.1!             +   *                    !!         .    .  0 .         !
 2009.2!                 +     *              !!         .    .    .0        !
 2009.3!                 *    +               !!         .0   .    .         !
 2009.4!            *     +                   !!         0    .    .         !
 2010.1!              +*                      !!         .    .0   .         !
 2010.2!                + *                   !!         .    . 0  .         !
 2010.3!                  +  *                !!         .    .  0 .         !
 2010.4!                    +  *              !!         .    .  0 .         !
 2011.1!                     +                !!         .   0.    .         !
 2011.2!                    +*                !!         .    .0   .         !
 2011.3!                    +*                !!         .    .0   .         !
 2011.4!                    + *               !!         .    . 0  .         !
 2012.1!                    *+                !!         .   0.    .         !
 2012.2!           *       +                  !!      0  .    .    .         !
 2012.3!            *+                        !!         .    0    .         !
 2012.4!    *         +                       !!    0    .    .    .         !


     29.26 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ  1713 LAAJAPA C LAJAPA(-1) PJAPA;SMPL 1966.1 2012.4;OLS;EST 1713 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUPA=AUPX$/PAPMM;                                                      
 GENR LAAAUPA=LOG(AAAUPA+.00001);                                             
 GENR LAAUPA=LOG(AAUPA+.00001);                                               
 LHS AAAUPA=EXP(LAAAUPA)-.00001;                                              
  EQ 1714 LAAAUPA C LAAUPA(-1) PAUPA;                                         
EQUATION 1132  LAAAUPA  
   RHS     C  LAAUPA(-1)  PAUPA  
 SMPL 1971.4 2012.4;                                                          
Sample period is now  1971.4 to  2012.4 Internally:    80 to   244
 OLS;EST 1132 PLOT=0;END;                                                     

Equation number = 1132
**********************

Dependent variable = LAAAUPA 

 1971.4 -   2012.4,    0 missing obs.,  165 obs. used.

Mean of dependent variable       -5.683928701

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.434445492       0.378485718  -6.43207     1.000000
13805 LAAUPA  ( -1)       0.550226800       0.067123921   8.19718    -5.678572
13803 PAUPA   (  0)      -0.090108962       0.130452823  -0.69074     1.386994

SE of equation            =     0.354950654
Sum of squared residuals  =  20.4103746       0.370707909E-10
Average absolute error    =     0.276667131
Sum of ABS residuals      =  45.6500766    
R squared                 =   0.31820
Durbin-Watson statistic   =   2.22232
SMPL and No. Obs.         = 1971.4   2012.4    165

Plot of actual(*) and fitted(+) values and residuals(0)


 1971.4!                       +       *      !!         .    .    .0        !
 1972.1!                          + *         !!         .    . 0  .         !
 1972.2!                        +            *!!         .    .    .     0   !
 1972.3!                             +        *!         .    .    .  0      !
 1972.4!                         *   +        !!         .0   .    .         !
 1973.1!                      +*              !!         .    .0   .         !
 1973.2!                     +       *        !!         .    .    .0        !
 1973.3!                        +     *       !!         .    .    .0        !
 1973.4!                 *       +            !!       0 .    .    .         !
 1974.1!                 +            *       !!         .    .    .     0   !
 1974.2!                         +*           !!         .    .0   .         !
 1974.3!                       +       *      !!         .    .    . 0       !
 1974.4!           *             +            !!  0      .    .    .         !
 1975.1!               +             *        !!         .    .    .      0  !
 1975.2!                        + *           !!         .    . 0  .         !
 1975.3!                       + *            !!         .    . 0  .         !
 1975.4!                      +    *          !!         .    .   0.         !
 1976.1!                  *    +              !!         0    .    .         !
 1976.2!                  +            *      !!         .    .    .     0   !
 1976.3!                        *+            !!         .   0.    .         !
 1976.4!                *     +               !!         0    .    .         !
 1977.1!            *    +                    !!         .0   .    .         !
 1977.2!            *  +                      !!         .  0 .    .         !
 1977.3!               +*                     !!         .    .0   .         !
 1977.4!                 +  *                 !!         .    . 0  .         !
 1978.1!                   +*                 !!         .    .0   .         !
 1978.2!                   +                  !!         .   0.    .         !
 1978.3!          *       +                   !!       0 .    .    .         !
 1978.4!              +       *               !!         .    .    . 0       !
 1979.1!                   * +                !!         .   0.    .         !
 1979.2!                   + *                !!         .    . 0  .         !
 1979.3!                 *  +                 !!         . 0  .    .         !
 1979.4!                 *+                   !!         .   0.    .         !
 1980.1!               *  +                   !!         . 0  .    .         !
 1980.2!               * +                    !!         .   0.    .         !
 1980.3!                 +     *              !!         .    .    0         !
 1980.4!                *    +                !!         .0   .    .         !
 1981.1!                * +                   !!         .  0 .    .         !
 1981.2!                 + *                  !!         .    .0   .         !
 1981.3!                   +*                 !!         .    .0   .         !
 1981.4!         *         +                  !!      0  .    .    .         !
 1982.1!              +                       !!         .    0    .         !
 1982.2!                +     *               !!         .    .   0.         !
 1982.3!               *    +                 !!         0    .    .         !
 1982.4!            *    +                    !!         .0   .    .         !
 1983.1!               +     *                !!         .    .    0         !
 1983.2!                 *  +                 !!         .  0 .    .         !
 1983.3!             *    +                   !!         .0   .    .         !
 1983.4!            *   +                     !!         . 0  .    .         !
 1984.1!               + *                    !!         .    .0   .         !
 1984.2!                 *+                   !!         .   0.    .         !
 1984.3!         *        +                   !!      0  .    .    .         !
 1984.4!           *  +                       !!         . 0  .    .         !
 1985.1!               +  *                   !!         .    .  0 .         !
 1985.2!                 * +                  !!         .  0 .    .         !
 1985.3!            *     +                   !!         0    .    .         !
 1985.4!               +  *                   !!         .    . 0  .         !
 1986.1!                  +  *                !!         .    . 0  .         !
 1986.2!                    +                 !!         .    0    .         !
 1986.3!                 *  +                 !!         .  0 .    .         !
 1986.4!               *  +                   !!         .  0 .    .         !
 1987.1!     *           +                    !!     0   .    .    .         !
 1987.2!   *       +                          !!       0 .    .    .         !
 1987.3!          +         *                 !!         .    .    .   0     !
 1987.4!          *        +                  !!      0  .    .    .         !
 1988.1!              +                       !!         .    .0   .         !
 1988.2!                +    *                !!         .    .   0.         !
 1988.3!                    +   *             !!         .    .   0.         !
 1988.4!               *      +               !!         0    .    .         !
 1989.1!                 +          *         !!         .    .    .   0     !
 1989.2!                      * +             !!         .  0 .    .         !
 1989.3!                *   +                 !!         .0   .    .         !
 1989.4!                *+                    !!         .   0.    .         !
 1990.1!                 +          *         !!         .    .    .    0    !
 1990.2!                        +*            !!         .    . 0  .         !
 1990.3!                     *+               !!         .    0    .         !
 1990.4!                    +   *             !!         .    .  0 .         !
 1991.1!                      + *             !!         .    . 0  .         !
 1991.2!                      +  *            !!         .    .  0 .         !
 1991.3!                  *   +               !!         .0   .    .         !
 1991.4!                  +    *              !!         .    .   0.         !
 1992.1!                   * +                !!         .   0.    .         !
 1992.2!                   +   *              !!         .    .   0.         !
 1992.3!                     +        *       !!         .    .    . 0       !
 1992.4!                        +   *         !!         .    .  0 .         !
 1993.1!                    *   +             !!         . 0  .    .         !
 1993.2!                   +                  !!         .    0    .         !
 1993.3!              *    +                  !!         .0   .    .         !
 1993.4!              * +                     !!         .  0 .    .         !
 1994.1!            *   +                     !!         . 0  .    .         !
 1994.2!*             +                       !!  0      .    .    .         !
 1994.3!        +           *                 !!         .    .    .    0    !
 1994.4!                   +*                 !!         .    .0   .         !
 1995.1!                  *+                  !!         .   0.    .         !
 1995.2!               *  +                   !!         .  0 .    .         !
 1995.3!                +*                    !!         .    .0   .         !
 1995.4!                 +                    !!         .    0    .         !
 1996.1!                 +         *          !!         .    .    .  0      !
 1996.2!             *         +              !!      0  .    .    .         !
 1996.3!               +                      !!         .    0    .         !
 1996.4!             *  +                     !!         . 0  .    .         !
 1997.1!            *  +                      !!         . 0  .    .         !
 1997.2!   *          +                       !!     0   .    .    .         !
 1997.3!  *      +                            !!        0.    .    .         !
 1997.4! *       +                            !!        0.    .    .         !
 1998.1*        +                             !!      0  .    .    .         !
 1998.2!     * +                              !!         .   0.    .         !
 1998.3!     *     +                          !!         0    .    .         !
 1998.4!    *     +                           !!         0    .    .         !
 1999.1!    *    +                            !!         0    .    .         !
 1999.2!     *   +                            !!         . 0  .    .         !
 1999.3!          +    *                      !!         .    .   0.         !
 1999.4!              * +                     !!         .   0.    .         !
 2000.1!       *       +                      !!       0 .    .    .         !
 2000.2!         *  +                         !!         .  0 .    .         !
 2000.3!             +        *               !!         .    .    .  0      !
 2000.4!                 *  +                 !!         . 0  .    .         !
 2001.1!              *  +                    !!         . 0  .    .         !
 2001.2!               +*                     !!         .    .0   .         !
 2001.3!             *   +                    !!         . 0  .    .         !
 2001.4!               +  *                   !!         .    . 0  .         !
 2002.1!                 +*                   !!         .    0    .         !
 2002.2!                 +    *               !!         .    .   0.         !
 2002.3!                    + *               !!         .    . 0  .         !
 2002.4!                    +    *            !!         .    .   0.         !
 2003.1!                      +               !!         .    .0   .         !
 2003.2!                    +     *           !!         .    .    0         !
 2003.3!                      +               !!         .    0    .         !
 2003.4!              *     +                 !!         0    .    .         !
 2004.1!            *   +                     !!         . 0  .    .         !
 2004.2!          *   +                       !!         . 0  .    .         !
 2004.3!             +          *             !!         .    .    .  0      !
 2004.4!                     +   *            !!         .    .  0 .         !
 2005.1!                      +*              !!         .    .0   .         !
 2005.2!                     +*               !!         .    .0   .         !
 2005.3!                     +  *             !!         .    .  0 .         !
 2005.4!                      +     *         !!         .    .    0         !
 2006.1!                        +       *     !!         .    .    . 0       !
 2006.2!                          +     *     !!         .    .    0         !
 2006.3!                       *  +           !!         .  0 .    .         !
 2006.4!                     +*               !!         .    .0   .         !
 2007.1!               *    +                 !!         .0   .    .         !
 2007.2!                +          *          !!         .    .    .   0     !
 2007.3!                      *+              !!         .   0.    .         !
 2007.4!                    +*                !!         .    .0   .         !
 2008.1!                    +        *        !!         .    .    . 0       !
 2008.2!                       *+             !!         .   0.    .         !
 2008.3!             *       +                !!        0.    .    .         !
 2008.4!               +  *                   !!         .    . 0  .         !
 2009.1!                 +             *      !!         .    .    .      0  !
 2009.2!                         +          * !!         .    .    .   0     !
 2009.3!          *                 +         !0         .    .    .         !
 2009.4!              +             *         !!         .    .    .      0  !
 2010.1!            *          +              !!     0   .    .    .         !
 2010.2!               +                      !!         .    0    .         !
 2010.3!              *  +                    !!         .  0 .    .         !
 2010.4!               *+                     !!         .    0    .         !
 2011.1!              *  +                    !!         . 0  .    .         !
 2011.2!                +     *               !!         .    .    0         !
 2011.3!                  * +                 !!         .   0.    .         !
 2011.4!              *   +                   !!         .0   .    .         !
 2012.1!                +                     !!         .    0    .         !
 2012.2!                 +  *                 !!         .    . 0  .         !
 2012.3!              *    +                  !!         0    .    .         !
 2012.4!           *    +                     !!         .0   .    .         !


     26.06 percent of the residuals exceed 1 SE
      5.45 percent of the residuals exceed 2 SE
@EQ  1715 LAAFRPA C LAFRPA(-1) PFRPA;SMPL 1966.1 2012.4;OLS;EST 1715 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEPA=GEPX$/PAPMM;                                                      
 GENR LAAGEPA=LOG(AAGEPA+.00001);                                             
 GENR LAGEPA=LOG(AGEPA+.00001);                                               
 LHS AAGEPA=EXP(LAAGEPA)-.00001;                                              
  EQ 1716 LAAGEPA C LAGEPA(-1) PGEPA;                                         
EQUATION 1133  LAAGEPA  
   RHS     C  LAGEPA(-1)  PGEPA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1133 PLOT=0;END;                                                     

Equation number = 1133
**********************

Dependent variable = LAAGEPA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.791118554

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.182900734       0.083978736  -2.17794     1.000000
13808 LAGEPA  ( -1)       0.849751044       0.041506086  20.47293    -2.782811
13806 PGEPA   (  0)      -0.181390593       0.076003393  -2.38661     1.342523

SE of equation            =     0.183144349
Sum of squared residuals  =  6.20524274      -0.266897615E-12
Average absolute error    =     0.143701501
Sum of ABS residuals      =  27.0158821    
R squared                 =   0.84590
Durbin-Watson statistic   =   2.46813
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                             + *      !!          .   . 0 .          !
 1966.2!                              +  *    !!          .   .   0          !
 1966.3!                            *   +     !!          0   .   .          !
 1966.4!                           +*         !!          .   .0  .          !
 1967.1!                         *  +         !!          0   .   .          !
 1967.2!                         + *          !!          .   .  0.          !
 1967.3!                        *  +          !!          .0  .   .          !
 1967.4!                        +    *        !!          .   .   . 0        !
 1968.1!                            +   *     !!          .   .   . 0        !
 1968.2!                             * +      !!          . 0 .   .          !
 1968.3!                            + *       !!          .   . 0 .          !
 1968.4!                        *    +        !!        0 .   .   .          !
 1969.1!                        +           * !!          .   .   .          0
 1969.2!                                *  +  !!          .0  .   .          !
 1969.3!                                +     *!          .   .   .   0      !
 1969.4!                                   *+ !!          . 0 .   .          !
 1970.1!                          *      +    !!      0   .   .   .          !
 1970.2!                          +      *    !!          .   .   .   0      !
 1970.3!                                + *   !!          .   .  0.          !
 1970.4!                                *+    !!          . 0 .   .          !
 1971.1!                              *+      !!          .  0.   .          !
 1971.2!                             +*       !!          .   .0  .          !
 1971.3!                             + *      !!          .   .  0.          !
 1971.4!                              +       !!          .   0   .          !
 1972.1!                            *+        !!          . 0 .   .          !
 1972.2!                      *   +           !!         0.   .   .          !
 1972.3!                   *  +               !!          .0  .   .          !
 1972.4!                    +    *            !!          .   .   . 0        !
 1973.1!                        + *           !!          .   . 0 .          !
 1973.2!                    *   +             !!          0   .   .          !
 1973.3!                 * +                  !!          . 0 .   .          !
 1973.4!              *  +                    !!          .0  .   .          !
 1974.1!              +     *                 !!          .   .   .  0       !
 1974.2!                   +  *               !!          .   .  0.          !
 1974.3!                     + *              !!          .   . 0 .          !
 1974.4!                      +    *          !!          .   .   . 0        !
 1975.1!                      *  +            !!          .0  .   .          !
 1975.2!                    * +               !!          . 0 .   .          !
 1975.3!                  *  +                !!          .0  .   .          !
 1975.4!                  +*                  !!          .   .0  .          !
 1976.1!              *    +                  !!        0 .   .   .          !
 1976.2!               +        *             !!          .   .   .       0  !
 1976.3!                       +              !!          .   0   .          !
 1976.4!                     *+               !!          .  0.   .          !
 1977.1!                    +  *              !!          .   .  0.          !
 1977.2!                      +  *            !!          .   .   0          !
 1977.3!                        +*            !!          .   . 0 .          !
 1977.4!                     *  +             !!          0   .   .          !
 1978.1!                    +                 !!          .   0   .          !
 1978.2!               *   +                  !!         0.   .   .          !
 1978.3!               +   *                  !!          .   .   .0         !
 1978.4!                *  +                  !!          .0  .   .          !
 1979.1!                +    *                !!          .   .   . 0        !
 1979.2!                    *+                !!          .  0.   .          !
 1979.3!                    +*                !!          .   .0  .          !
 1979.4!                     + *              !!          .   . 0 .          !
 1980.1!                      +               !!          .   0   .          !
 1980.2!                   *  +               !!          .0  .   .          !
 1980.3!                 * +                  !!          .0  .   .          !
 1980.4!                  +*                  !!          .   .0  .          !
 1981.1!                    + *               !!          .   .  0.          !
 1981.2!                      +               !!          .   0   .          !
 1981.3!                  *   +               !!          0   .   .          !
 1981.4!                   +*                 !!          .   . 0 .          !
 1982.1!                    +                 !!          .   0   .          !
 1982.2!                    +                 !!          .   0   .          !
 1982.3!                    +                 !!          .   .0  .          !
 1982.4!                  * +                 !!          .0  .   .          !
 1983.1!                  +  *                !!          .   .  0.          !
 1983.2!                     +*               !!          .   . 0 .          !
 1983.3!                      +   *           !!          .   .   .0         !
 1983.4!                   *      +           !!     0    .   .   .          !
 1984.1!                   +*                 !!          .   .0  .          !
 1984.2!                     +                !!          .   0   .          !
 1984.3!                     +                !!          .  0.   .          !
 1984.4!                   * +                !!          .0  .   .          !
 1985.1!                    +   *             !!          .   .   .0         !
 1985.2!                       *+             !!          .  0.   .          !
 1985.3!                       +   *          !!          .   .   .0         !
 1985.4!                        * +           !!          . 0 .   .          !
 1986.1!                       *+             !!          . 0 .   .          !
 1986.2!                      +    *          !!          .   .   . 0        !
 1986.3!                      *   +           !!          0   .   .          !
 1986.4!                      +               !!          .   .0  .          !
 1987.1!                    *+                !!          . 0 .   .          !
 1987.2!                   +  *               !!          .   .  0.          !
 1987.3!                    *+                !!          .  0.   .          !
 1987.4!                   *+                 !!          .   0   .          !
 1988.1!                  *+                  !!          . 0 .   .          !
 1988.2!                 + *                  !!          .   .  0.          !
 1988.3!                   +*                 !!          .   .0  .          !
 1988.4!                *  +                  !!          0   .   .          !
 1989.1!                 +*                   !!          .   . 0 .          !
 1989.2!                  + *                 !!          .   .  0.          !
 1989.3!                   +                  !!          .   0   .          !
 1989.4!                  *+                  !!          .  0.   .          !
 1990.1!                 + *                  !!          .   . 0 .          !
 1990.2!                 *+                   !!          . 0 .   .          !
 1990.3!                +  *                  !!          .   .   0          !
 1990.4!                *  +                  !!          .0  .   .          !
 1991.1!                 +  *                 !!          .   .   0          !
 1991.2!                 *  +                 !!          0   .   .          !
 1991.3!                 +    *               !!          .   .   . 0        !
 1991.4!                     *+               !!          .  0.   .          !
 1992.1!                    +*                !!          .   .0  .          !
 1992.2!                   *+                 !!          .  0.   .          !
 1992.3!                   +*                 !!          .   .0  .          !
 1992.4!                 * +                  !!          . 0 .   .          !
 1993.1!                 +                    !!          .   0   .          !
 1993.2!              *  +                    !!          .0  .   .          !
 1993.3!               +   *                  !!          .   .   .0         !
 1993.4!                  +  *                !!          .   .   0          !
 1994.1!                *   +                 !!         0.   .   .          !
 1994.2!               +    *                 !!          .   .   .0         !
 1994.3!                  +*                  !!          .   0   .          !
 1994.4!            *     +                   !!       0  .   .   .          !
 1995.1!            +  *                      !!          .   .   0          !
 1995.2!               +  *                   !!          .   .   0          !
 1995.3!                 *+                   !!          .  0.   .          !
 1995.4!               *+                     !!          .  0.   .          !
 1996.1!              *+                      !!          .  0.   .          !
 1996.2!            *+                        !!          . 0 .   .          !
 1996.3!           +                          !!          .   0   .          !
 1996.4!           *+                         !!          .  0.   .          !
 1997.1!          *+                          !!          . 0 .   .          !
 1997.2!          +      *                    !!          .   .   .    0     !
 1997.3!                +  *                  !!          .   .   0          !
 1997.4!         *        +                   !!    0     .   .   .          !
 1998.1!          +                           !!          .   .0  .          !
 1998.2!       *  +                           !!          .0  .   .          !
 1998.3!        +*                            !!          .   . 0 .          !
 1998.4!       * +                            !!          . 0 .   .          !
 1999.1!    * +                               !!          .0  .   .          !
 1999.2!    +                                 !!          .   0   .          !
 1999.3!    +*                                !!          .   . 0 .          !
 1999.4!     + *                              !!          .   . 0 .          !
 2000.1!       +   *                          !!          .   .   0          !
 2000.2!        *  +                          !!          .0  .   .          !
 2000.3!       *+                             !!          .  0.   .          !
 2000.4!        +*                            !!          .   . 0 .          !
 2001.1!         +  *                         !!          .   .  0.          !
 2001.2!        *   +                         !!         0.   .   .          !
 2001.3!        +   *                         !!          .   .   .0         !
 2001.4!           +  *                       !!          .   .   0          !
 2002.1!            *+                        !!          . 0 .   .          !
 2002.2!         * +                          !!          . 0 .   .          !
 2002.3!         +   *                        !!          .   .   .0         !
 2002.4!           * +                        !!          . 0 .   .          !
 2003.1!          *+                          !!          .  0.   .          !
 2003.2!         +*                           !!          .   .0  .          !
 2003.3!       *  +                           !!          .0  .   .          !
 2003.4!        +                             !!          .   .0  .          !
 2004.1!       * +                            !!          . 0 .   .          !
 2004.2!      * +                             !!          . 0 .   .          !
 2004.3!      +   *                           !!          .   .   .0         !
 2004.4!           +*                         !!          .   . 0 .          !
 2005.1!             +*                       !!          .   . 0 .          !
 2005.2!              +                       !!          .   0   .          !
 2005.3!              +*                      !!          .   .0  .          !
 2005.4!           *   +                      !!         0.   .   .          !
 2006.1!           +     *                    !!          .   .   .  0       !
 2006.2!            *    +                    !!        0 .   .   .          !
 2006.3!          *  +                        !!          .0  .   .          !
 2006.4!          *+                          !!          .  0.   .          !
 2007.1!        *  +                          !!          .0  .   .          !
 2007.2!         +                            !!          .   0   .          !
 2007.3!          +                           !!          .   .0  .          !
 2007.4!        *  +                          !!          .0  .   .          !
 2008.1!     *   +                            !!         0.   .   .          !
 2008.2!      +   *                           !!          .   .   .0         !
 2008.3!         * +                          !!          .0  .   .          !
 2008.4! *        +                           !!  0       .   .   .          !
 2009.1! +  *                                 !!          .   .  0.          !
 2009.2!     +  *                             !!          .   .  0.          !
 2009.3!     *  +                             !!         0.   .   .          !
 2009.4!    * +                               !!          . 0 .   .          !
 2010.1!      +                               !!          .   .0  .          !
 2010.2!   *    +                             !!        0 .   .   .          !
 2010.3!  *  +                                !!         0.   .   .          !
 2010.4*    +                                 !!        0 .   .   .          !
 2011.1!  +*                                  !!          .   . 0 .          !
 2011.2!   * +                                !!          . 0 .   .          !
 2011.3!*    +                                !!        0 .   .   .          !
 2011.4!  +*                                  !!          .   0   .          !
 2012.1!     +   *                            !!          .   .   .0         !
 2012.2!    *     +                           !!      0   .   .   .          !
 2012.3! *    +                               !!        0 .   .   .          !
 2012.4!  *+                                  !!          . 0 .   .          !


     28.72 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITPA=ITPX$/PAPMM;                                                      
 GENR LAAITPA=LOG(AAITPA+.00001);                                             
 GENR LAITPA=LOG(AITPA+.00001);                                               
 LHS AAITPA=EXP(LAAITPA)-.00001;                                              
  EQ 1717 LAAITPA C LAITPA(-1) PITPA;                                         
EQUATION 1134  LAAITPA  
   RHS     C  LAITPA(-1)  PITPA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1134 PLOT=0;END;                                                     

Equation number = 1134
**********************

Dependent variable = LAAITPA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.329722007

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.940687503       0.149045215  -6.31142     1.000000
13811 LAITPA  ( -1)       0.529636139       0.066890644   7.91794    -3.326596
13809 PITPA   (  0)      -0.530854900       0.102885354  -5.15967     1.181395

SE of equation            =     0.250983266
Sum of squared residuals  =  11.6536310      -0.113820064E-11
Average absolute error    =     0.189452852
Sum of ABS residuals      =  35.6171361    
R squared                 =   0.68268
Durbin-Watson statistic   =   2.21228
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                    *+                !!          .   0   .          !
 1966.2!                     +                !!          .   0   .          !
 1966.3!                     +  *             !!          .   .  0.          !
 1966.4!                       +  *           !!          .   . 0 .          !
 1967.1!                   *    +             !!          0   .   .          !
 1967.2!                     +     *          !!          .   .   .0         !
 1967.3!                        +     *       !!          .   .   .0         !
 1967.4!                         *+           !!          .  0.   .          !
 1968.1!               *       +              !!        0 .   .   .          !
 1968.2!                 *+                   !!          .  0.   .          !
 1968.3!                   +                  !!          .   0   .          !
 1968.4!                    +*                !!          .   0   .          !
 1969.1!                     +                *!          .   .   .          0
 1969.2!                                +   * !!          .   .   0          !
 1969.3!                               + *    !!          .   . 0 .          !
 1969.4!                             *+       !!          .   0   .          !
 1970.1!                            +   *     !!          .   .   0          !
 1970.2!                            *+        !!          .  0.   .          !
 1970.3!                       *   +          !!          .0  .   .          !
 1970.4!                        + *           !!          .   . 0 .          !
 1971.1!                          +        *  !!          .   .   .   0      !
 1971.2!                               +  *   !!          .   .  0.          !
 1971.3!                            * +       !!          . 0 .   .          !
 1971.4!                           +         *!!          .   .   .    0     !
 1972.1!                   *           +      !!   0      .   .   .          !
 1972.2!                   *+                 !!          .  0.   .          !
 1972.3!                  *  +                !!          . 0 .   .          !
 1972.4!                    + *               !!          .   . 0 .          !
 1973.1!          *           +               !!    0     .   .   .          !
 1973.2!           *   +                      !!          .0  .   .          !
 1973.3!               + *                    !!          .   . 0 .          !
 1973.4!       *         +                    !!     0    .   .   .          !
 1974.1!            +     *                   !!          .   .   .0         !
 1974.2!              *    +                  !!         0.   .   .          !
 1974.3!                +      *              !!          .   .   . 0        !
 1974.4!            *        +                !!      0   .   .   .          !
 1975.1!               +   *                  !!          .   .  0.          !
 1975.2!                    +    *            !!          .   .   0          !
 1975.3!                *       +             !!       0  .   .   .          !
 1975.4!                  +   *               !!          .   .   0          !
 1976.1!             *         +              !!      0   .   .   .          !
 1976.2!             *  +                     !!          .0  .   .          !
 1976.3!               *+                     !!          .  0.   .          !
 1976.4!                  +      *            !!          .   .   . 0        !
 1977.1!                      +  *            !!          .   . 0 .          !
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 1977.3!                   * +                !!          . 0 .   .          !
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 1978.1!            *      +                  !!       0  .   .   .          !
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 1978.3!                 *+                   !!          .  0.   .          !
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 1980.3!                       + *            !!          .   . 0 .          !
 1980.4!                       + *            !!          .   .0  .          !
 1981.1!                  *    +              !!         0.   .   .          !
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 1981.3!                      +               *!          .   .   .         0!
 1981.4!                          *  +        !!          .0  .   .          !
 1982.1!                      +*              !!          .   .0  .          !
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 1982.3!            *     +                   !!         0.   .   .          !
 1982.4!               +   *                  !!          .   .  0.          !
 1983.1!                   +*                 !!          .   .0  .          !
 1983.2!                    +      *          !!          .   .   . 0        !
 1983.3!                        + *           !!          .   . 0 .          !
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 1984.3!                  *  +                !!          . 0 .   .          !
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 1985.2!                *     +               !!         0.   .   .          !
 1985.3!                  +   *               !!          .   .  0.          !
 1985.4!                     + *              !!          .   .0  .          !
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 1986.4!                   +*                 !!          .   .0  .          !
 1987.1!               *   +                  !!          0   .   .          !
 1987.2!              *+                      !!          .  0.   .          !
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 1987.4!              *   +                   !!          .0  .   .          !
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 1989.2!                 +                    !!          .   0   .          !
 1989.3!           *    +                     !!          0   .   .          !
 1989.4!          *  +                        !!          .0  .   .          !
 1990.1!       *    +                         !!         0.   .   .          !
 1990.2!          +*                          !!          .   .0  .          !
 1990.3!            +        *                !!          .   .   .   0      !
 1990.4!              *    +                  !!          0   .   .          !
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 1991.4!                 +     *              !!          .   .   . 0        !
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 1992.2!                 +    *               !!          .   .   .0         !
 1992.3!               *   +                  !!          0   .   .          !
 1992.4!                *+                    !!          .  0.   .          !
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 1993.4!          *    +                      !!         0.   .   .          !
 1994.1!              +                       !!          .   0   .          !
 1994.2!            * +                       !!          . 0 .   .          !
 1994.3!              +     *                 !!          .   .   .0         !
 1994.4!                  +    *              !!          .   .   0          !
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 1995.2!                          + *         !!          .   . 0 .          !
 1995.3!                        +*            !!          .   .0  .          !
 1995.4!             *        +               !!       0  .   .   .          !
 1996.1!              + *                     !!          .   . 0 .          !
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 1996.3!            +  *                      !!          .   . 0 .          !
 1996.4!               +  *                   !!          .   .  0.          !
 1997.1!            *   +                     !!          0   .   .          !
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 1997.3!             +*                       !!          .   .0  .          !
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 1999.4!        +    *                        !!          .   .   .0         !
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 2001.2!         +                            !!          .   0   .          !
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 2001.4!         +    *                       !!          .   .   0          !
 2002.1!        *+                            !!          .  0.   .          !
 2002.2!       +   *                          !!          .   .   0          !
 2002.3!         + *                          !!          .   . 0 .          !
 2002.4!       *   +                          !!          .0  .   .          !
 2003.1!     * +                              !!          . 0 .   .          !
 2003.2!    +    *                            !!          .   .   0          !
 2003.3!        +*                            !!          .   .0  .          !
 2003.4!    *    +                            !!         0.   .   .          !
 2004.1!     *+                               !!          .  0.   .          !
 2004.2!    *  +                              !!          . 0 .   .          !
 2004.3!     +   *                            !!          .   .   0          !
 2004.4!          +                           !!          .   0   .          !
 2005.1!       *   +                          !!          .0  .   .          !
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 2005.4!          +                           !!          .   0   .          !
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 2006.3!        * +                           !!          . 0 .   .          !
 2006.4!      *  +                            !!          . 0 .   .          !
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 2007.2!     * +                              !!          .  0.   .          !
 2007.3!    *  +                              !!          . 0 .   .          !
 2007.4!     +                                !!          .   0   .          !
 2008.1!     *+                               !!          .  0.   .          !
 2008.2!   *  +                               !!          .0  .   .          !
 2008.3!      + *                             !!          .   . 0 .          !
 2008.4!   *    +                             !!          0   .   .          !
 2009.1!+          *                          !!          .   .   .     0    !
 2009.2!        +                             !!          .   0   .          !
 2009.3!       +     *                        !!          .   .   .0         !
 2009.4*          +                           !!     0    .   .   .          !
 2010.1!  +      *                            !!          .   .   . 0        !
 2010.2!   *     +                            !!        0 .   .   .          !
 2010.3!*     +                               !!         0.   .   .          !
 2010.4!    +                                 !!          .   0   .          !
 2011.1! *     +                              !!          0   .   .          !
 2011.2!       +                              !!          .   0   .          !
 2011.3*          +                           !!     0    .   .   .          !
 2011.4!   *  +                               !!          .0  .   .          !
 2012.1!        +*                            !!          .   .0  .          !
 2012.2!     *     +                          !!        0 .   .   .          !
 2012.3!    *    +                            !!          0   .   .          !
 2012.4!       *+                             !!          .  0.   .          !


     30.32 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ  1718 LAANEPA C LANEPA(-1) PNEPA;SMPL 1966.1 2012.4;OLS;EST 1718 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTPA=STPX$/PAPMM;                                                      
 GENR LAASTPA=LOG(AASTPA+.00001);                                             
 GENR LASTPA=LOG(ASTPA+.00001);                                               
 LHS AASTPA=EXP(LAASTPA)-.00001;                                              
  EQ 1719 LAASTPA C LASTPA(-1) PSTPA;                                         
EQUATION 1135  LAASTPA  
   RHS     C  LASTPA(-1)  PSTPA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1135 PLOT=0;END;                                                     

Equation number = 1135
**********************

Dependent variable = LAASTPA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.205739420

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.412161549       0.209673255  -6.73506     1.000000
13814 LASTPA  ( -1)       0.548011099       0.061880376   8.85598    -4.197427
13812 PSTPA   (  0)      -0.403136699       0.087269866  -4.61943     1.223756

SE of equation            =     0.329794590
Sum of squared residuals  =  20.1214272      -0.121591626E-10
Average absolute error    =     0.257336535
Sum of ABS residuals      =  48.3792686    
R squared                 =   0.58184
Durbin-Watson statistic   =   2.09029
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!               *      +               !!        0 .   .   .          !
 1966.2!             *   +                    !!          0   .   .          !
 1966.3!                +          *          !!          .   .   .      0   !
 1966.4!                 *      +             !!        0 .   .   .          !
 1967.1!             *    +                   !!         0.   .   .          !
 1967.2!                +         *           !!          .   .   .     0    !
 1967.3!                 *     +              !!        0 .   .   .          !
 1967.4!                  + *                 !!          .   .  0.          !
 1968.1!                   +                  !!          .   0   .          !
 1968.2!            *      +                  !!       0  .   .   .          !
 1968.3!               +*                     !!          .   .0  .          !
 1968.4!                 +    *               !!          .   .   .0         !
 1969.1!                    +         *       !!          .   .   .    0     !
 1969.2!                          +   *       !!          .   .   0          !
 1969.3!                        * +           !!          . 0 .   .          !
 1969.4!                   *  +               !!          .0  .   .          !
 1970.1!                    +   *             !!          .   .   0          !
 1970.2!                       +   *          !!          .   .   0          !
 1970.3!                        +             !!          .   0   .          !
 1970.4!                     * +              !!          . 0 .   .          !
 1971.1!                  *  +                !!          .0  .   .          !
 1971.2!                   +*                 !!          .   .0  .          !
 1971.3!                    +   *             !!          .   .   0          !
 1971.4!                      +               *!          .   .   .          0
 1972.1!                    *         +       !!     0    .   .   .          !
 1972.2!              *    +                  !!         0.   .   .          !
 1972.3!                +   *                 !!          .   .   0          !
 1972.4!                   +        *         !!          .   .   .    0     !
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 1973.2!         *     +                      !!        0 .   .   .          !
 1973.3!          *+                          !!          .  0.   .          !
 1973.4! *           +                        !!   0      .   .   .          !
 1974.1!       +          *                   !!          .   .   .     0    !
 1974.2!             *   +                    !!         0.   .   .          !
 1974.3!             * +                      !!          . 0 .   .          !
 1974.4!     *        +                       !!     0    .   .   .          !
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 1975.3!                *+                    !!          .  0.   .          !
 1975.4!          *     +                     !!        0 .   .   .          !
 1976.1!             +       *                !!          .   .   .   0      !
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 1976.4!       * +                            !!          .  0.   .          !
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 1977.4!          + *                         !!          .   .  0.          !
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 1978.3!    *       +                         !!      0   .   .   .          !
 1978.4!       + *                            !!          .   .0  .          !
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 1979.3!           + *                        !!          .   . 0 .          !
 1979.4!              + *                     !!          .   .0  .          !
 1980.1!          *     +                     !!         0.   .   .          !
 1980.2!      *      +                        !!       0  .   .   .          !
 1980.3!           +                          !!          .   0   .          !
 1980.4!             +                        !!          .   0   .          !
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 1981.3!            * +                       !!          .  0.   .          !
 1981.4!             +*                       !!          .   0   .          !
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 1982.3!            +                         !!          .   0   .          !
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 1984.4!              *+                      !!          .  0.   .          !
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 1985.3!               *   +                  !!          .0  .   .          !
 1985.4!               +*                     !!          .   0   .          !
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 1986.3!                   +                  !!          .   0   .          !
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 1987.1!                  +                   !!          .   0   .          !
 1987.2!               +     *                !!          .   .   . 0        !
 1987.3!                 +  *                 !!          .   . 0 .          !
 1987.4!                +      *              !!          .   .   . 0        !
 1988.1!                * +                   !!          .  0.   .          !
 1988.2!              +                       !!          .  0.   .          !
 1988.3!             +      *                 !!          .   .   . 0        !
 1988.4!                 +    *               !!          .   .   0          !
 1989.1!                  +    *              !!          .   .   .0         !
 1989.2!                  *+                  !!          .  0.   .          !
 1989.3!               +                      !!          .   0   .          !
 1989.4!              +   *                   !!          .   .   0          !
 1990.1!               +   *                  !!          .   .   0          !
 1990.2!               +     *                !!          .   .   .0         !
 1990.3!                +    *                !!          .   .   0          !
 1990.4!                 +    *               !!          .   .   .0         !
 1991.1!                  +   *               !!          .   .   0          !
 1991.2!              *   +                   !!          0   .   .          !
 1991.3!              +   *                   !!          .   .   0          !
 1991.4!                +     *               !!          .   .   . 0        !
 1992.1!                  +  *                !!          .   .  0.          !
 1992.2!                  +  *                !!          .   .  0.          !
 1992.3!                 +*                   !!          .   .0  .          !
 1992.4!                + *                   !!          .   . 0 .          !
 1993.1!             *  +                     !!          .0  .   .          !
 1993.2!            +    *                    !!          .   .   .0         !
 1993.3!               + *                    !!          .   . 0 .          !
 1993.4!             * +                      !!          . 0 .   .          !
 1994.1!          * +                         !!          . 0 .   .          !
 1994.2!          +   *                       !!          .   .   0          !
 1994.3!            + *                       !!          .   . 0 .          !
 1994.4!           *+                         !!          .  0.   .          !
 1995.1!           +                          !!          .   0   .          !
 1995.2!           +        *                 !!          .   .   .    0     !
 1995.3!             *  +                     !!          .0  .   .          !
 1995.4!            +*                        !!          .   .0  .          !
 1996.1!            + *                       !!          .   . 0 .          !
 1996.2!           *+                         !!          .  0.   .          !
 1996.3!          + *                         !!          .   . 0 .          !
 1996.4!           +*                         !!          .   .0  .          !
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 1997.2!    *  +                              !!          .0  .   .          !
 1997.3!     *+                               !!          .  0.   .          !
 1997.4!       +   *                          !!          .   .   0          !
 1998.1!         *+                           !!          .  0.   .          !
 1998.2!        +                             !!          .  0.   .          !
 1998.3!      * +                             !!          . 0 .   .          !
 1998.4!      +                               !!          .   0   .          !
 1999.1!     +                                !!          .  0.   .          !
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 1999.3!     + *                              !!          .   .  0.          !
 1999.4!       +  *                           !!          .   .  0.          !
 2000.1!         +       *                    !!          .   .   .   0      !
 2000.2!           * +                        !!          . 0 .   .          !
 2000.3!      *  +                            !!          .0  .   .          !
 2000.4!       + *                            !!          .   . 0 .          !
 2001.1!        +       *                     !!          .   .   .   0      !
 2001.2!     *      +                         !!       0  .   .   .          !
 2001.3!      +*                              !!          .   .0  .          !
 2001.4!      +       *                       !!          .   .   .  0       !
 2002.1!        * +                           !!          . 0 .   .          !
 2002.2!     * +                              !!          . 0 .   .          !
 2002.3!     +    *                           !!          .   .   0          !
 2002.4!         +                            !!          .   0   .          !
 2003.1!  *     +                             !!        0 .   .   .          !
 2003.2!   +     *                            !!          .   .   .0         !
 2003.3!        + *                           !!          .   . 0 .          !
 2003.4!         +    *                       !!          .   .   0          !
 2004.1!       *   +                          !!          0   .   .          !
 2004.2!        + *                           !!          .   .  0.          !
 2004.3!         +  *                         !!          .   .  0.          !
 2004.4!           + *                        !!          .   . 0 .          !
 2005.1!        *   +                         !!          .0  .   .          !
 2005.2!        +   *                         !!          .   .  0.          !
 2005.3!           + *                        !!          .   . 0 .          !
 2005.4!      *     +                         !!        0 .   .   .          !
 2006.1!       *+                             !!          .  0.   .          !
 2006.2!       * +                            !!          .  0.   .          !
 2006.3!      *  +                            !!          .0  .   .          !
 2006.4!       *+                             !!          .  0.   .          !
 2007.1!       *+                             !!          . 0 .   .          !
 2007.2!    *   +                             !!          .0  .   .          !
 2007.3!    *  +                              !!          .0  .   .          !
 2007.4!      *+                              !!          .   0   .          !
 2008.1!       *+                             !!          .  0.   .          !
 2008.2!        +  *                          !!          .   .  0.          !
 2008.3!      *    +                          !!         0.   .   .          !
 2008.4!      * +                             !!          . 0 .   .          !
 2009.1!    +                                 !!          .   0   .          !
 2009.2!    *+                                !!          .  0.   .          !
 2009.3!     +*                               !!          .   .0  .          !
 2009.4!     * +                              !!          . 0 .   .          !
 2010.1!     + *                              !!          .   .0  .          !
 2010.2*        +                             !!      0   .   .   .          !
 2010.3! * +                                  !!          . 0 .   .          !
 2010.4!  * +                                 !!          . 0 .   .          !
 2011.1!    +                                 !!          .   0   .          !
 2011.2!  *   +                               !!          0   .   .          !
 2011.3!*   +                                 !!          0   .   .          !
 2011.4!  *+                                  !!          .  0.   .          !
 2012.1! *   +                                !!          .0  .   .          !
 2012.2!*   +                                 !!          0   .   .          !
 2012.3!*   +                                 !!          0   .   .          !
 2012.4!  *+                                  !!          .  0.   .          !


     28.72 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKPA=UKPX$/PAPMM;                                                      
 GENR LAAUKPA=LOG(AAUKPA+.00001);                                             
 GENR LAUKPA=LOG(AUKPA+.00001);                                               
 LHS AAUKPA=EXP(LAAUKPA)-.00001;                                              
  EQ 1720 LAAUKPA C LAUKPA(-1) PUKPA;                                         
EQUATION 1136  LAAUKPA  
   RHS     C  LAUKPA(-1)  PUKPA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1136 PLOT=0;END;                                                     

Equation number = 1136
**********************

Dependent variable = LAAUKPA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.903189563

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.083991256       0.071387428  -1.17656     1.000000
13817 LAUKPA  ( -1)       0.916920705       0.031005271  29.57306    -2.890815
13815 PUKPA   (  0)      -0.127344819       0.074641687  -1.70608     1.323574

SE of equation            =     0.192501993
Sum of squared residuals  =  6.85554822       0.365441011E-11
Average absolute error    =     0.148732981
Sum of ABS residuals      =  27.9618004    
R squared                 =   0.91625
Durbin-Watson statistic   =   2.67012
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                  + * !!         .    .  0 .         !
 1966.2!                                   + *!!         .    .  0 .         !
 1966.3!                                  * + !!         . 0  .    .         !
 1966.4!                                 +*   !!         .    .  0 .         !
 1967.1!                                *+    !!         .  0 .    .         !
 1967.2!                                + *   !!         .    .  0 .         !
 1967.3!                                *+    !!         .    0    .         !
 1967.4!                               *+     !!         .   0.    .         !
 1968.1!                              +       !!         .   0.    .         !
 1968.2!                             + *      !!         .    .  0 .         !
 1968.3!                             *+       !!         .  0 .    .         !
 1968.4!                             +   *    !!         .    .    .  0      !
 1969.1!                                +    *!!         .    .    .   0     !
 1969.2!                                     +*!         .    .  0 .         !
 1969.3!                                     +*!         .    .0   .         !
 1969.4!                                     +!!         .    0    .         !
 1970.1!                                 *  + !!         0    .    .         !
 1970.2!                                 +    !!         .    0    .         !
 1970.3!                                + *   !!         .    .  0 .         !
 1970.4!                                 +    !!         .   0.    .         !
 1971.1!                                +  *  !!         .    .   0.         !
 1971.2!                                  + * !!         .    .   0.         !
 1971.3!                                    + !!         .    .0   .         !
 1971.4!                                   +* !!         .    .0   .         !
 1972.1!                           *       +  !0         .    .    .         !
 1972.2!                          +    *      !!         .    .    .  0      !
 1972.3!                             *+       !!         .  0 .    .         !
 1972.4!                             +    *   !!         .    .    .   0     !
 1973.1!                          *      +    !!  0      .    .    .         !
 1973.2!                          +*          !!         .    . 0  .         !
 1973.3!                          +  *        !!         .    .    0         !
 1973.4!                        *    +        !!      0  .    .    .         !
 1974.1!                        +  *          !!         .    .    . 0       !
 1974.2!                        *  +          !!        0.    .    .         !
 1974.3!                        +*            !!         .    . 0  .         !
 1974.4!                    *   +             !!      0  .    .    .         !
 1975.1!                    +       *         !!         .    .    .       0 !
 1975.2!                          *+          !!         .   0.    .         !
 1975.3!                          +    *      !!         .    .    .  0      !
 1975.4!                              +*      !!         .    .0   .         !
 1976.1!                              +       !!         .    0    .         !
 1976.2!                          *  +        !!         0    .    .         !
 1976.3!                          +           !!         .    0    .         !
 1976.4!                          +           !!         .    0    .         !
 1977.1!                         +  *         !!         .    .    0         !
 1977.2!                           + *        !!         .    .   0.         !
 1977.3!                      *      +        !!  0      .    .    .         !
 1977.4!                      +      *        !!         .    .    .      0  !
 1978.1!                           *+         !!         .  0 .    .         !
 1978.2!                        * +           !!         0    .    .         !
 1978.3!                    *  +              !!         0    .    .         !
 1978.4!                    +*                !!         .    . 0  .         !
 1979.1!                     + *              !!         .    . 0  .         !
 1979.2!                       +     *        !!         .    .    .      0  !
 1979.3!                          *  +        !!         0    .    .         !
 1979.4!                       *  +           !!         0    .    .         !
 1980.1!                      +               !!         .    0    .         !
 1980.2!                      +               !!         .    .0   .         !
 1980.3!                     *+               !!         .  0 .    .         !
 1980.4!                    +  *              !!         .    .    0         !
 1981.1!                  *   +               !!       0 .    .    .         !
 1981.2!                  + *                 !!         .    .   0.         !
 1981.3!                   *+                 !!         .  0 .    .         !
 1981.4!                  +*                  !!         .    .0   .         !
 1982.1!                  +                   !!         .   0.    .         !
 1982.2!               * +                    !!         0    .    .         !
 1982.3!              +      *                !!         .    .    .      0  !
 1982.4!                    + *               !!         .    .   0.         !
 1983.1!                   *  +               !!         0    .    .         !
 1983.2!                *  +                  !!         .0   .    .         !
 1983.3!                + *                   !!         .    .  0 .         !
 1983.4!                  + *                 !!         .    .   0.         !
 1984.1!                    + *               !!         .    .  0 .         !
 1984.2!                     +                !!         .  0 .    .         !
 1984.3!                    +   *             !!         .    .    .0        !
 1984.4!                    *  +              !!        0.    .    .         !
 1985.1!                    + *               !!         .    .    0         !
 1985.2!                   *  +               !!        0.    .    .         !
 1985.3!                  + *                 !!         .    .  0 .         !
 1985.4!               *    +                 !!      0  .    .    .         !
 1986.1!               +  *                   !!         .    .   0.         !
 1986.2!                  + *                 !!         .    .   0.         !
 1986.3!                   *+                 !!         .  0 .    .         !
 1986.4!                   +*                 !!         .    . 0  .         !
 1987.1!                    + *               !!         .    .  0 .         !
 1987.2!                     +*               !!         .    .0   .         !
 1987.3!                  *  +                !!         0    .    .         !
 1987.4!                  + *                 !!         .    .   0.         !
 1988.1!                   *+                 !!         .   0.    .         !
 1988.2!                  *+                  !!         .   0.    .         !
 1988.3!                  +  *                !!         .    .    0         !
 1988.4!                   *+                 !!         .  0 .    .         !
 1989.1!                   +                  !!         .    .0   .         !
 1989.2!                 * +                  !!         .0   .    .         !
 1989.3!                *+                    !!         .   0.    .         !
 1989.4!                +                     !!         .   0.    .         !
 1990.1!                + *                   !!         .    .   0.         !
 1990.2!                  +                   !!         .    0    .         !
 1990.3!                 +*                   !!         .    . 0  .         !
 1990.4!                  +*                  !!         .    .0   .         !
 1991.1!                  +                   !!         .   0.    .         !
 1991.2!                 *+                   !!         .   0.    .         !
 1991.3!                  +                   !!         .    .0   .         !
 1991.4!                  +                   !!         .    0    .         !
 1992.1!                  + *                 !!         .    .   0.         !
 1992.2!                    +                 !!         .   0.    .         !
 1992.3!                  *+                  !!         . 0  .    .         !
 1992.4!                  +*                  !!         .    .0   .         !
 1993.1!                * +                   !!         0    .    .         !
 1993.2!               + *                    !!         .    . 0  .         !
 1993.3!                 +                    !!         .    .0   .         !
 1993.4!                *+                    !!         .   0.    .         !
 1994.1!                +*                    !!         .    . 0  .         !
 1994.2!               * +                    !!         .0   .    .         !
 1994.3!              +    *                  !!         .    .    .   0     !
 1994.4!                *  +                  !!         .0   .    .         !
 1995.1!                +*                    !!         .    .0   .         !
 1995.2!                 +                    !!         .    .0   .         !
 1995.3!               * +                    !!         0    .    .         !
 1995.4!               +*                     !!         .    . 0  .         !
 1996.1!             *  +                     !!        0.    .    .         !
 1996.2!             +*                       !!         .    .  0 .         !
 1996.3!              +*                      !!         .    . 0  .         !
 1996.4!               + *                    !!         .    .   0.         !
 1997.1!            *   +                     !!     0   .    .    .         !
 1997.2!           + *                        !!         .    .  0 .         !
 1997.3!        *   +                         !!       0 .    .    .         !
 1997.4!        + *                           !!         .    . 0  .         !
 1998.1!         +*                           !!         .    . 0  .         !
 1998.2!          + *                         !!         .    .  0 .         !
 1998.3!            +                         !!         .    0    .         !
 1998.4!         * +                          !!         .0   .    .         !
 1999.1!         +*                           !!         .    .  0 .         !
 1999.2!        *+                            !!         .  0 .    .         !
 1999.3!        +*                            !!         .    .  0 .         !
 1999.4!       * +                            !!         . 0  .    .         !
 2000.1!       +*                             !!         .    . 0  .         !
 2000.2!        +                             !!         .    0    .         !
 2000.3!        +                             !!         .    0    .         !
 2000.4!        + *                           !!         .    .   0.         !
 2001.1!         + *                          !!         .    .  0 .         !
 2001.2!          *+                          !!         .  0 .    .         !
 2001.3!         *+                           !!         .   0.    .         !
 2001.4!        *+                            !!         .   0.    .         !
 2002.1!        + *                           !!         .    .  0 .         !
 2002.2!        *+                            !!         . 0  .    .         !
 2002.3!        + *                           !!         .    .   0.         !
 2002.4!          +                           !!         .    0    .         !
 2003.1!       * +                            !!         0    .    .         !
 2003.2!       + *                            !!         .    .   0.         !
 2003.3!         +   *                        !!         .    .    . 0       !
 2003.4!            *+                        !!         .  0 .    .         !
 2004.1!       *    +                         !!      0  .    .    .         !
 2004.2!       *+                             !!         .    0    .         !
 2004.3!        + *                           !!         .    .   0.         !
 2004.4!          +   *                       !!         .    .    .0        !
 2005.1!          *   +                       !!       0 .    .    .         !
 2005.2!          +  *                        !!         .    .    0         !
 2005.3!            *+                        !!         .  0 .    .         !
 2005.4!           *+                         !!         .   0.    .         !
 2006.1!            +                         !!         .    .0   .         !
 2006.2!            + *                       !!         .    . 0  .         !
 2006.3!         *    +                       !!     0   .    .    .         !
 2006.4!       * +                            !!         .0   .    .         !
 2007.1!       +  *                           !!         .    .    0         !
 2007.2!        *  +                          !!         0    .    .         !
 2007.3!    *    +                            !!      0  .    .    .         !
 2007.4!     +*                               !!         .    .  0 .         !
 2008.1!       +*                             !!         .    .0   .         !
 2008.2!     *   +                            !!        0.    .    .         !
 2008.3!     *+                               !!         .   0.    .         !
 2008.4!      + *                             !!         .    .  0 .         !
 2009.1!        +*                            !!         .    . 0  .         !
 2009.2!        * +                           !!         .0   .    .         !
 2009.3!      *  +                            !!         0    .    .         !
 2009.4!       +                              !!         .    0    .         !
 2010.1!   *    +                             !!      0  .    .    .         !
 2010.2!   * +                                !!         .  0 .    .         !
 2010.3!    + *                               !!         .    . 0  .         !
 2010.4*       +                              !! 0       .    .    .         !
 2011.1! + *                                  !!         .    .   0.         !
 2011.2!    +*                                !!         .    .0   .         !
 2011.3!   *  +                               !!         0    .    .         !
 2011.4! *  +                                 !!        0.    .    .         !
 2012.1!  +    *                              !!         .    .    .  0      !
 2012.2!    *   +                             !!       0 .    .    .         !
 2012.3!     +                                !!         .    0    .         !
 2012.4!   *  +                               !!        0.    .    .         !


     26.06 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ  1721 LAAFIPA C LAFIPA(-1) PFIPA;SMPL 1980.2 2012.4;OLS;EST 1721 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASPA=ASPX$/PAPMM;                                                      
 GENR LAAASPA=LOG(AAASPA+.00001);                                             
 GENR LAASPA=LOG(AASPA+.00001);                                               
 LHS AAASPA=EXP(LAAASPA)-.00001;                                              
  EQ 1722 LAAASPA C LAASPA(-1) PASPA;                                         
EQUATION 1137  LAAASPA  
   RHS     C  LAASPA(-1)  PASPA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1137 PLOT=0;END;                                                     

Equation number = 1137
**********************

Dependent variable = LAAASPA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.288492241

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.981988912       0.285179497  -6.94997     1.000000
13820 LAASPA  ( -1)       0.432261908       0.067248584   6.42782    -4.294600
13818 PASPA   (  0)      -0.311270767       0.137414800  -2.26519     1.446044

SE of equation            =     0.547327201
Sum of squared residuals  =  55.4199069       0.387245791E-12
Average absolute error    =     0.410798475
Sum of ABS residuals      =  77.2301133    
R squared                 =   0.26544
Durbin-Watson statistic   =   2.15032
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!              +*                      !!          .   .0  .          !
 1966.2!                 + *                  !!          .   .0  .          !
 1966.3!                   + *                !!          .   .0  .          !
 1966.4!                    +         *       !!          .   .   .  0       !
 1967.1!                        +             *!          .   .   .     0    !
 1967.2!                        *   +         !!          .0  .   .          !
 1967.3!            *         +               !!        0 .   .   .          !
 1967.4!                *+                    !!          .   0   .          !
 1968.1*                  +                   !! 0        .   .   .          !
 1968.2!         * +                          !!          .  0.   .          !
 1968.3!          *    +                      !!          0   .   .          !
 1968.4!     *         +                      !!       0  .   .   .          !
 1969.1!             +        *               !!          .   .   . 0        !
 1969.2!              *       +               !!         0.   .   .          !
 1969.3!                  +  *                !!          .   . 0 .          !
 1969.4!                     +  *             !!          .   . 0 .          !
 1970.1!                   *   +              !!          .0  .   .          !
 1970.2!                     +   *            !!          .   .  0.          !
 1970.3!                       + *            !!          .   .0  .          !
 1970.4!                      *+              !!          .   0   .          !
 1971.1!                      +  *            !!          .   . 0 .          !
 1971.2!                   *   +              !!          .0  .   .          !
 1971.3!                   * +                !!          .  0.   .          !
 1971.4!             *       +                !!        0 .   .   .          !
 1972.1!                  +                   !!          .   0   .          !
 1972.2!                 * +                  !!          . 0 .   .          !
 1972.3!                *  +                  !!          . 0 .   .          !
 1972.4!          *       +                   !!        0 .   .   .          !
 1973.1!       *      +                       !!         0.   .   .          !
 1973.2!            +      *                  !!          .   .   .0         !
 1973.3!            *     +                   !!          0   .   .          !
 1973.4!       *      +                       !!         0.   .   .          !
 1974.1!           + *                        !!          .   .0  .          !
 1974.2!              * +                     !!          .  0.   .          !
 1974.3!             *  +                     !!          . 0 .   .          !
 1974.4!                +                     *!          .   .   .          0
 1975.1!                           +     *    !!          .   .   0          !
 1975.2!                         +    *       !!          .   .  0.          !
 1975.3!                   *    +             !!          0   .   .          !
 1975.4!           *       +                  !!        0 .   .   .          !
 1976.1!          *     +                     !!          0   .   .          !
 1976.2!               +         *            !!          .   .   .  0       !
 1976.3!                    *+                !!          .  0.   .          !
 1976.4!              *    +                  !!          0   .   .          !
 1977.1!                 +                    !!          .   0   .          !
 1977.2!          *       +                   !!        0 .   .   .          !
 1977.3!               +            *         !!          .   .   .    0     !
 1977.4!                   *   +              !!          .0  .   .          !
 1978.1!                   +  *               !!          .   . 0 .          !
 1978.2!        *            +                !!     0    .   .   .          !
 1978.3!              +           *           !!          .   .   .   0      !
 1978.4!                  *   +               !!          .0  .   .          !
 1979.1!                   +       *          !!          .   .   .0         !
 1979.2!                    *  +              !!          . 0 .   .          !
 1979.3!                     +    *           !!          .   .   0          !
 1979.4!                       +    *         !!          .   .   0          !
 1980.1!         *              +             !!    0     .   .   .          !
 1980.2!                +     *               !!          .   .   0          !
 1980.3!              *      +                !!         0.   .   .          !
 1980.4!            *     +                   !!          0   .   .          !
 1981.1!               *+                     !!          .  0.   .          !
 1981.2!                 +*                   !!          .   0   .          !
 1981.3!                  +  *                !!          .   . 0 .          !
 1981.4!            *       +                 !!         0.   .   .          !
 1982.1!              * +                     !!          .  0.   .          !
 1982.2!                 + *                  !!          .   . 0 .          !
 1982.3!                   +*                 !!          .   .0  .          !
 1982.4!            *       +                 !!         0.   .   .          !
 1983.1!               *+                     !!          .  0.   .          !
 1983.2!               * +                    !!          . 0 .   .          !
 1983.3!                  +*                  !!          .   .0  .          !
 1983.4!           *       +                  !!        0 .   .   .          !
 1984.1!             *  +                     !!          .0  .   .          !
 1984.2!               * +                    !!          . 0 .   .          !
 1984.3!                * +                   !!          .  0.   .          !
 1984.4!                  +*                  !!          .   0   .          !
 1985.1!                    +       *         !!          .   .   . 0        !
 1985.2!                    *   +             !!          . 0 .   .          !
 1985.3!                    +    *            !!          .   .  0.          !
 1985.4!                     * +              !!          .  0.   .          !
 1986.1!                  *  +                !!          . 0 .   .          !
 1986.2!                   *+                 !!          .  0.   .          !
 1986.3!                    +   *             !!          .   . 0 .          !
 1986.4!                  *    +              !!          .0  .   .          !
 1987.1!                  * +                 !!          .  0.   .          !
 1987.2!                 *  +                 !!          . 0 .   .          !
 1987.3!                 * +                  !!          . 0 .   .          !
 1987.4!            *      +                  !!         0.   .   .          !
 1988.1!                 +  *                 !!          .   . 0 .          !
 1988.2!                  * +                 !!          .  0.   .          !
 1988.3!                  *+                  !!          .  0.   .          !
 1988.4!                   +                  !!          .   0   .          !
 1989.1!                    +  *              !!          .   .  0.          !
 1989.2!               *     +                !!          0   .   .          !
 1989.3!                 +            *       !!          .   .   .    0     !
 1989.4!                 *      +             !!         0.   .   .          !
 1990.1!                   +   *              !!          .   .  0.          !
 1990.2!                    *+                !!          .   0   .          !
 1990.3!                   *+                 !!          .  0.   .          !
 1990.4!                    +                 !!          .   0   .          !
 1991.1!                    *+                !!          .   0   .          !
 1991.2!                     +   *            !!          .   . 0 .          !
 1991.3!                     * +              !!          .  0.   .          !
 1991.4!                      +*              !!          .   .0  .          !
 1992.1!                      + *             !!          .   . 0 .          !
 1992.2!                       +              !!          .   0   .          !
 1992.3!                      +*              !!          .   .0  .          !
 1992.4!                     *+               !!          .  0.   .          !
 1993.1!                     + *              !!          .   .0  .          !
 1993.2!                      +*              !!          .   .0  .          !
 1993.3!                      + *             !!          .   .0  .          !
 1993.4!                       + *            !!          .   . 0 .          !
 1994.1!                   *   +              !!          .0  .   .          !
 1994.2!                    +*                !!          .   .0  .          !
 1994.3!                     +     *          !!          .   .   0          !
 1994.4!                *      +              !!         0.   .   .          !
 1995.1!                  *+                  !!          .  0.   .          !
 1995.2!                    +*                !!          .   .0  .          !
 1995.3!                     +*               !!          .   .0  .          !
 1995.4!                     *+               !!          .   0   .          !
 1996.1!                     +   *            !!          .   .  0.          !
 1996.2!                      +               !!          .   0   .          !
 1996.3!                    *+                !!          .  0.   .          !
 1996.4!                    +  *              !!          .   . 0 .          !
 1997.1!                      +  *            !!          .   .  0.          !
 1997.2!                      +   *           !!          .   .  0.          !
 1997.3!                      +         *     !!          .   .   .  0       !
 1997.4!                         +   *        !!          .   .  0.          !
 1998.1!                       *+             !!          .   0   .          !
 1998.2!                     +  *             !!          .   . 0 .          !
 1998.3!                      +   *           !!          .   .  0.          !
 1998.4!                   *   +              !!          . 0 .   .          !
 1999.1!                   +         *        !!          .   .   . 0        !
 1999.2!                       +        *     !!          .   .   . 0        !
 1999.3!                         +      *     !!          .   .   .0         !
 1999.4!                         +     *      !!          .   .   0          !
 2000.1!                         +   *        !!          .   .  0.          !
 2000.2!                      * +             !!          .  0.   .          !
 2000.3!                    +    *            !!          .   .  0.          !
 2000.4!                     *+               !!          .   0   .          !
 2001.1!                    +    *            !!          .   .   0          !
 2001.2!                      +    *          !!          .   .  0.          !
 2001.3!                      + *             !!          .   .0  .          !
 2001.4!                     + *              !!          .   .0  .          !
 2002.1!                    +      *          !!          .   .   .0         !
 2002.2!                      + *             !!          .   .0  .          !
 2002.3!                      +*              !!          .   .0  .          !
 2002.4!                    *+                !!          .  0.   .          !
 2003.1!                   *+                 !!          .  0.   .          !
 2003.2!                   +                  !!          .   0   .          !
 2003.3!                    +      *          !!          .   .   .0         !
 2003.4!                      *+              !!          .  0.   .          !
 2004.1!                     +  *             !!          .   . 0 .          !
 2004.2!                     *+               !!          .  0.   .          !
 2004.3!                    +  *              !!          .   . 0 .          !
 2004.4!                      +   *           !!          .   .  0.          !
 2005.1!                      *+              !!          .   0   .          !
 2005.2!                     +  *             !!          .   .  0.          !
 2005.3!                  *   +               !!          . 0 .   .          !
 2005.4!               *   +                  !!          .0  .   .          !
 2006.1!             *   +                    !!          .0  .   .          !
 2006.2!             *   +                    !!          . 0 .   .          !
 2006.3!                 +*                   !!          .   .0  .          !
 2006.4!          *       +                   !!        0 .   .   .          !
 2007.1!             * +                      !!          .  0.   .          !
 2007.2!              * +                     !!          .  0.   .          !
 2007.3!                 +   *                !!          .   .  0.          !
 2007.4!             *      +                 !!         0.   .   .          !
 2008.1!                +*                    !!          .   .0  .          !
 2008.2!              *   +                   !!          . 0 .   .          !
 2008.3!               *+                     !!          .  0.   .          !
 2008.4!        *       +                     !!        0 .   .   .          !
 2009.1!           + *                        !!          .   .0  .          !
 2009.2!                +  *                  !!          .   . 0 .          !
 2009.3!                   + *                !!          .   .0  .          !
 2009.4!               *   +                  !!          .0  .   .          !
 2010.1!                +     *               !!          .   .   0          !
 2010.2!                  *+                  !!          .  0.   .          !
 2010.3!             *   +                    !!          .0  .   .          !
 2010.4!          *   +                       !!          .0  .   .          !
 2011.1!          *  +                        !!          . 0 .   .          !
 2011.2!             +*                       !!          .   .0  .          !
 2011.3!             *+                       !!          .  0.   .          !
 2011.4!           *  +                       !!          . 0 .   .          !
 2012.1!             +*                       !!          .   .0  .          !
 2012.2!               +   *                  !!          .   .  0.          !
 2012.3!                 +  *                 !!          .   .  0.          !
 2012.4!                  +                   !!          .   0   .          !


     26.60 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@@EQ 1723 LAASOPA C LASOPA(-1) PSOPA;SMPL 1992.3 2012.4;OLS;EST 1723 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOPA=KOPX$/PAPMM;                                                      
 GENR LAAKOPA=LOG(AAKOPA+.00001);                                             
 GENR LAKOPA=LOG(AKOPA+.00001);                                               
 LHS AAKOPA=EXP(LAAKOPA)-.00001;                                              
  EQ 1724 LAAKOPA C LAKOPA(-1) PKOPA;                                         
EQUATION 1138  LAAKOPA  
   RHS     C  LAKOPA(-1)  PKOPA  
 SMPL 1977.3 2012.4;                                                          
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
 OLS;EST 1138 PLOT=0;END;                                                     

Equation number = 1138
**********************

Dependent variable = LAAKOPA 

 1977.3 -   2012.4,    0 missing obs.,  142 obs. used.

Mean of dependent variable       -3.926937701

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.690355880       0.174262669  -3.96158     1.000000
13823 LAKOPA  ( -1)       0.772521078       0.051114470  15.11355    -3.936163
13821 PKOPA   (  0)      -0.100681958       0.042945036  -2.34444     1.944863

SE of equation            =     0.209654556
Sum of squared residuals  =  6.10974957      -0.154631863E-11
Average absolute error    =     0.160880448
Sum of ABS residuals      =  22.8450235    
R squared                 =   0.72673
Durbin-Watson statistic   =   2.28916
SMPL and No. Obs.         = 1977.3   2012.4    142

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.3!     +    *                           !!         .    .    .0        !
 1977.4!          *+                          !!         .  0 .    .         !
 1978.1!           +   *                      !!         .    .    0         !
 1978.2!   *            +                     !0         .    .    .         !
 1978.3!     *+                               !!         .  0 .    .         !
 1978.4!       +    *                         !!         .    .    0         !
 1979.1!   *         +                        !!  0      .    .    .         !
 1979.2!       +   *                          !!         .    .    0         !
 1979.3!             *+                       !!         .   0.    .         !
 1979.4!        *      +                      !!      0  .    .    .         !
 1980.1!*          +                          !! 0       .    .    .         !
 1980.2!     +    *                           !!         .    .    .0        !
 1980.3!          * +                         !!         . 0  .    .         !
 1980.4!            +    *                    !!         .    .    0         !
 1981.1!           *     +                    !!      0  .    .    .         !
 1981.2!          * +                         !!         . 0  .    .         !
 1981.3!      *    +                          !!        0.    .    .         !
 1981.4!         +  *                         !!         .    .    0         !
 1982.1!             +                        !!         .   0.    .         !
 1982.2!             +                        !!         .    0    .         !
 1982.3!            * +                       !!         . 0  .    .         !
 1982.4!   *         +                        !!  0      .    .    .         !
 1983.1!      +       *                       !!         .    .    .    0    !
 1983.2!               +                      !!         .    0    .         !
 1983.3!         *     +                      !!      0  .    .    .         !
 1983.4!           +    *                     !!         .    .    . 0       !
 1984.1!     *           +                    !!0        .    .    .         !
 1984.2!     *   +                            !!         .0   .    .         !
 1984.3!   *    +                             !!        0.    .    .         !
 1984.4*       +                              !!     0   .    .    .         !
 1985.1*   +                                  !!         0    .    .         !
 1985.2!   +                                  !!         .    0    .         !
 1985.3!       +     *                        !!         .    .    .  0      !
 1985.4!        *      +                      !!      0  .    .    .         !
 1986.1!          *+                          !!         .    0    .         !
 1986.2!         *  +                         !!         .0   .    .         !
 1986.3!            + *                       !!         .    . 0  .         !
 1986.4!              *+                      !!         .  0 .    .         !
 1987.1!               +     *                !!         .    .    . 0       !
 1987.2!                    +*                !!         .    . 0  .         !
 1987.3!                   * +                !!         . 0  .    .         !
 1987.4!                 * +                  !!         .  0 .    .         !
 1988.1!                *+                    !!         .   0.    .         !
 1988.2!                +  *                  !!         .    .  0 .         !
 1988.3!                 *+                   !!         .   0.    .         !
 1988.4!                *+                    !!         .   0.    .         !
 1989.1!               *+                     !!         .   0.    .         !
 1989.2!               +   *                  !!         .    .    0         !
 1989.3!              *   +                   !!         0    .    .         !
 1989.4!              + *                     !!         .    . 0  .         !
 1990.1!                +                     !!         .    .0   .         !
 1990.2!                +  *                  !!         .    .   0.         !
 1990.3!           *      +                   !!      0  .    .    .         !
 1990.4!             +*                       !!         .    .0   .         !
 1991.1!               +         *            !!         .    .    .      0  !
 1991.2!                        +*            !!         .    .0   .         !
 1991.3!                      *+              !!         .  0 .    .         !
 1991.4!                *     +               !!       0 .    .    .         !
 1992.1!                 +  *                 !!         .    .   0.         !
 1992.2!                    +       *         !!         .    .    .    0    !
 1992.3!                    *     +           !!       0 .    .    .         !
 1992.4!                    +       *         !!         .    .    .    0    !
 1993.1!                          +    *      !!         .    .    0         !
 1993.2!                            +   *     !!         .    .    0         !
 1993.3!                    *        +        !!   0     .    .    .         !
 1993.4!                   + *                !!         .    . 0  .         !
 1994.1!                   *+                 !!         .  0 .    .         !
 1994.2!                  + *                 !!         .    .  0 .         !
 1994.3!                   +    *             !!         .    .    0         !
 1994.4!                    * +               !!         .  0 .    .         !
 1995.1!                    +    *            !!         .    .    .0        !
 1995.2!                  *    +              !!       0 .    .    .         !
 1995.3!                  +*                  !!         .    0    .         !
 1995.4!                  *+                  !!         .    0    .         !
 1996.1!                  +                   !!         .    0    .         !
 1996.2!                  + *                 !!         .    .  0 .         !
 1996.3!                    +                 !!         .    .0   .         !
 1996.4!                 *  +                 !!         .0   .    .         !
 1997.1!                 +*                   !!         .    0    .         !
 1997.2!                 +                    !!         .    0    .         !
 1997.3!                 + *                  !!         .    . 0  .         !
 1997.4!                    +          *      !!         .    .    .       0 !
 1998.1!                              +   *   !!         .    .    0         !
 1998.2!                                +     *!         .    .    . 0       !
 1998.3!                               *   +  !!         0    .    .         !
 1998.4!                          *   +       !!         0    .    .         !
 1999.1!                       + *            !!         .    .0   .         !
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 1999.3!                  +   *               !!         .    .   0.         !
 1999.4!                    +  *              !!         .    .  0 .         !
 2000.1!                     +      *         !!         .    .    .  0      !
 2000.2!                         +  *         !!         .    .   0.         !
 2000.3!                      *  +            !!         .0   .    .         !
 2000.4!                     +    *           !!         .    .    .0        !
 2001.1!                        +     *       !!         .    .    . 0       !
 2001.2!                           +*         !!         .    .0   .         !
 2001.3!                       *  +           !!         .0   .    .         !
 2001.4!                      +               !!         .    0    .         !
 2002.1!                     +  *             !!         .    .   0.         !
 2002.2!                       +      *       !!         .    .    .   0     !
 2002.3!                            +*        !!         .    .0   .         !
 2002.4!                         *  +         !!         . 0  .    .         !
 2003.1!                         +*           !!         .    . 0  .         !
 2003.2!                         +     *      !!         .    .    . 0       !
 2003.3!                         *   +        !!         .0   .    .         !
 2003.4!                         +*           !!         .    .0   .         !
 2004.1!                        * +           !!         .  0 .    .         !
 2004.2!                        +   *         !!         .    .   0.         !
 2004.3!                          +  *        !!         .    .   0.         !
 2004.4!                         *  +         !!         .0   .    .         !
 2005.1!                         +   *        !!         .    .   0.         !
 2005.2!                            + *       !!         .    . 0  .         !
 2005.3!                       *     +        !!       0 .    .    .         !
 2005.4!                        +  *          !!         .    .   0.         !
 2006.1!                        *  +          !!         . 0  .    .         !
 2006.2!                         + *          !!         .    .  0 .         !
 2006.3!                          *+          !!         .  0 .    .         !
 2006.4!                         *+           !!         .   0.    .         !
 2007.1!                        *+            !!         .  0 .    .         !
 2007.2!                        +             !!         .    0    .         !
 2007.3!                       * +            !!         . 0  .    .         !
 2007.4!                        +*            !!         .    . 0  .         !
 2008.1!                          +           !!         .    .0   .         !
 2008.2!                           +*         !!         .    . 0  .         !
 2008.3!                            +*        !!         .    0    .         !
 2008.4!                         *   +        !!         .0   .    .         !
 2009.1!                         +    *       !!         .    .    .0        !
 2009.2!                              +*      !!         .    .0   .         !
 2009.3!                          *   +       !!        0.    .    .         !
 2009.4!                          +  *        !!         .    .  0 .         !
 2010.1!                            +*        !!         .    0    .         !
 2010.2!                            +   *     !!         .    .   0.         !
 2010.3!                       *       +      !!     0   .    .    .         !
 2010.4!                        +*            !!         .    .0   .         !
 2011.1!                          + *         !!         .    .  0 .         !
 2011.2!                           *+         !!         .   0.    .         !
 2011.3!                          * +         !!         .  0 .    .         !
 2011.4!                          *+          !!         .   0.    .         !
 2012.1!                          +           !!         .    0    .         !
 2012.2!                           +*         !!         .    .0   .         !
 2012.3!                            +*        !!         .    .0   .         !
 2012.4!                             +        !!         .    0    .         !


     27.46 percent of the residuals exceed 1 SE
      5.63 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEPA=BEPX$Q/PAPMM;                                                     
 GENR LAABEPA=LOG(AABEPA+.00001);                                             
 GENR LABEPA=LOG(ABEPA+.00001);                                               
 LHS AABEPA=EXP(LAABEPA)-.00001;                                              
  EQ 1725 LAABEPA C LABEPA(-1) PBEPA;                                         
EQUATION 1139  LAABEPA  
   RHS     C  LABEPA(-1)  PBEPA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1139 PLOT=0;END;                                                     

Equation number = 1139
**********************

Dependent variable = LAABEPA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.385914407

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.181464773       0.275701087  -7.91243     1.000000
13826 LABEPA  ( -1)       0.382776628       0.069218638   5.52996    -4.383592
13824 PBEPA   (  0)      -0.409696763       0.112924614  -3.62806     1.285128

SE of equation            =     0.299210794
Sum of squared residuals  =  16.5625134      -0.176214598E-10
Average absolute error    =     0.217629368
Sum of ABS residuals      =  40.9143211    
R squared                 =   0.28691
Durbin-Watson statistic   =   2.12464
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!            + *                       !!          .   . 0 .          !
 1966.2!              +                       !!          .   0   .          !
 1966.3!             +   *                    !!          .   .  0.          !
 1966.4!               + *                    !!          .   .0  .          !
 1967.1!          *    +                      !!          .0  .   .          !
 1967.2!             + *                      !!          .   .0  .          !
 1967.3!              +*                      !!          .   .0  .          !
 1967.4!           *  +                       !!          . 0 .   .          !
 1968.1!            +*                        !!          .   .0  .          !
 1968.2!             +      *                 !!          .   .   .0         !
 1968.3!              *+                      !!          .  0.   .          !
 1968.4!    *        +                        !!       0  .   .   .          !
 1969.1!          +  *                        !!          .   .  0.          !
 1969.2!               + *                    !!          .   . 0 .          !
 1969.3!                +     *               !!          .   .   .0         !
 1969.4!                  +                   *!          .   .   .          0
 1970.1!                   *    +             !!          0   .   .          !
 1970.2!              *  +                    !!          . 0 .   .          !
 1970.3!               +*                     !!          .   .0  .          !
 1970.4!  *            +                      !!    0     .   .   .          !
 1971.1!          +  *                        !!          .   . 0 .          !
 1971.2!     *         +                      !!       0  .   .   .          !
 1971.3!           +*                         !!          .   0   .          !
 1971.4!         *    +                       !!          .0  .   .          !
 1972.1!          * +                         !!          . 0 .   .          !
 1972.2!            +    *                    !!          .   .   0          !
 1972.3!               +*                     !!          .   .0  .          !
 1972.4!          *   +                       !!          .0  .   .          !
 1973.1!            +   *                     !!          .   .  0.          !
 1973.2!             +          *             !!          .   .   .   0      !
 1973.3!              *+                      !!          .  0.   .          !
 1973.4!            +              *          !!          .   .   .       0  !
 1974.1!                +        *            !!          .   .   .  0       !
 1974.2!               * +                    !!          .  0.   .          !
 1974.3!             +       *                !!          .   .   . 0        !
 1974.4!              *+                      !!          .   0   .          !
 1975.1!            +       *                 !!          .   .   . 0        !
 1975.2!               +                  *   !!          .   .   .          0
 1975.3!                   * +                !!          .  0.   .          !
 1975.4!         *     +                      !!          0   .   .          !
 1976.1!           +      *                   !!          .   .   .0         !
 1976.2!     *       +                        !!        0 .   .   .          !
 1976.3!        +    *                        !!          .   .  0.          !
 1976.4!   *       +                          !!        0 .   .   .          !
 1977.1!   *   +                              !!          .0  .   .          !
 1977.2!       +       *                      !!          .   .   . 0        !
 1977.3!            +*                        !!          .   0   .          !
 1977.4!           +       *                  !!          .   .   . 0        !
 1978.1!        *    +                        !!          0   .   .          !
 1978.2!          +    *                      !!          .   .   0          !
 1978.3!         *  +                         !!          . 0 .   .          !
 1978.4!          +   *                       !!          .   .  0.          !
 1979.1!          * +                         !!          .  0.   .          !
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 1979.3!             + *                      !!          .   .0  .          !
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 1980.1!           *+                         !!          .  0.   .          !
 1980.2!            +  *                      !!          .   . 0 .          !
 1980.3!              +                       !!          .   0   .          !
 1980.4!       *     +                        !!         0.   .   .          !
 1981.1!           +      *                   !!          .   .   .0         !
 1981.2!        *      +                      !!         0.   .   .          !
 1981.3!           +     *                    !!          .   .   .0         !
 1981.4!      *       +                       !!        0 .   .   .          !
 1982.1!          + *                         !!          .   .0  .          !
 1982.2!       *    +                         !!          .0  .   .          !
 1982.3!        *  +                          !!          . 0 .   .          !
 1982.4!          *+                          !!          .   0   .          !
 1983.1!            + *                       !!          .   . 0 .          !
 1983.2!           * +                        !!          . 0 .   .          !
 1983.3!            +          *              !!          .   .   .   0      !
 1983.4!                 + *                  !!          .   . 0 .          !
 1984.1!              * +                     !!          . 0 .   .          !
 1984.2!              +                       !!          .   0   .          !
 1984.3!              + *                     !!          .   .0  .          !
 1984.4!            *  +                      !!          . 0 .   .          !
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 1985.4!     *      +                         !!         0.   .   .          !
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 1986.2!      *      +                        !!         0.   .   .          !
 1986.3!          + *                         !!          .   . 0 .          !
 1986.4!            *+                        !!          .   0   .          !
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 1987.2!             +*                       !!          .   .0  .          !
 1987.3!             +  *                     !!          .   . 0 .          !
 1987.4!           * +                        !!          .  0.   .          !
 1988.1!      *    +                          !!          0   .   .          !
 1988.2!         +                            !!          .   0   .          !
 1988.3!           +                          !!          .   0   .          !
 1988.4*            +                         !!    0     .   .   .          !
 1989.1!       +*                             !!          .   .0  .          !
 1989.2!           +     *                    !!          .   .   .0         !
 1989.3!             + *                      !!          .   . 0 .          !
 1989.4!      *     +                         !!          0   .   .          !
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 1990.2!      *   +                           !!          . 0 .   .          !
 1990.3!        +  *                          !!          .   . 0 .          !
 1990.4!         * +                          !!          . 0 .   .          !
 1991.1!           +*                         !!          .   .0  .          !
 1991.2!            +   *                     !!          .   . 0 .          !
 1991.3!            * +                       !!          .  0.   .          !
 1991.4!       *    +                         !!          0   .   .          !
 1992.1!          +                           !!          .   .0  .          !
 1992.2!         * +                          !!          .  0.   .          !
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 1994.1!         * +                          !!          .  0.   .          !
 1994.2!       * +                            !!          . 0 .   .          !
 1994.3!   *    +                             !!          0   .   .          !
 1994.4!    *  +                              !!          . 0 .   .          !
 1995.1!       +*                             !!          .   0   .          !
 1995.2!         +*                           !!          .   0   .          !
 1995.3!     *    +                           !!          0   .   .          !
 1995.4!    *   +                             !!          .0  .   .          !
 1996.1!       +                              !!          .   0   .          !
 1996.2!        +*                            !!          .   .0  .          !
 1996.3!   *     +                            !!          0   .   .          !
 1996.4!        +*                            !!          .   .0  .          !
 1997.1!        * +                           !!          .  0.   .          !
 1997.2!       *+                             !!          .  0.   .          !
 1997.3!        +  *                          !!          .   . 0 .          !
 1997.4!     *    +                           !!          .0  .   .          !
 1998.1!        +   *                         !!          .   .  0.          !
 1998.2!          +                           !!          .   0   .          !
 1998.3!         + *                          !!          .   .0  .          !
 1998.4!   *     +                            !!         0.   .   .          !
 1999.1!   * +                                !!          .  0.   .          !
 1999.2!   * +                                !!          . 0 .   .          !
 1999.3!     +       *                        !!          .   .   . 0        !
 1999.4!        * +                           !!          .  0.   .          !
 2000.1!        + *                           !!          .   .0  .          !
 2000.2!        *+                            !!          .  0.   .          !
 2000.3!        +     *                       !!          .   .   0          !
 2000.4!           +  *                       !!          .   . 0 .          !
 2001.1!           +                          !!          .   .0  .          !
 2001.2!          + *                         !!          .   . 0 .          !
 2001.3!          +   *                       !!          .   .   0          !
 2001.4!      *   +                           !!          .0  .   .          !
 2002.1!       +  *                           !!          .   .  0.          !
 2002.2!         + *                          !!          .   . 0 .          !
 2002.3!         +       *                    !!          .   .   .0         !
 2002.4!            +*                        !!          .   .0  .          !
 2003.1!          +      *                    !!          .   .   .0         !
 2003.2!           +*                         !!          .   .0  .          !
 2003.3!          +                           !!          .   0   .          !
 2003.4!         *+                           !!          .   0   .          !
 2004.1!         +                            !!          .   0   .          !
 2004.2!      *  +                            !!          . 0 .   .          !
 2004.3!       +*                             !!          .   .0  .          !
 2004.4!         *+                           !!          .   0   .          !
 2005.1!         +                            !!          .   0   .          !
 2005.2!         +  *                         !!          .   .  0.          !
 2005.3!           +   *                      !!          .   .  0.          !
 2005.4!            +*                        !!          .   0   .          !
 2006.1!           +                          !!          .   0   .          !
 2006.2!          +*                          !!          .   0   .          !
 2006.3!        * +                           !!          . 0 .   .          !
 2006.4! *       +                            !!        0 .   .   .          !
 2007.1!    *+                                !!          .  0.   .          !
 2007.2!       +                              !!          .   0   .          !
 2007.3!       *+                             !!          .  0.   .          !
 2007.4!   *   +                              !!          .0  .   .          !
 2008.1!     *+                               !!          .  0.   .          !
 2008.2!       +*                             !!          .   .0  .          !
 2008.3!      *  +                            !!          . 0 .   .          !
 2008.4*        +                             !!        0 .   .   .          !
 2009.1!  +     *                             !!          .   .   0          !
 2009.2!       *+                             !!          .  0.   .          !
 2009.3!       *+                             !!          .  0.   .          !
 2009.4!        +                             !!          .   0   .          !
 2010.1!        +  *                          !!          .   . 0 .          !
 2010.2!      *   +                           !!          .0  .   .          !
 2010.3!       *+                             !!          .  0.   .          !
 2010.4!  *     +                             !!          0   .   .          !
 2011.1!   *  +                               !!          .0  .   .          !
 2011.2!   *   +                              !!          . 0 .   .          !
 2011.3!   *  +                               !!          .0  .   .          !
 2011.4!     *+                               !!          .  0.   .          !
 2012.1!    *  +                              !!          . 0 .   .          !
 2012.2!   *   +                              !!          .0  .   .          !
 2012.3!       + *                            !!          .   . 0 .          !
 2012.4!*        +                            !!        0 .   .   .          !


     25.53 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
@EQ  1726 LAADEPA C LADEPA(-1) PDEPA;SMPL 1974.2 2012.4;OLS;EST 1726 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOPA=NOPX$Q/PAPMM;                                                     
 GENR LAANOPA=LOG(AANOPA+.00001);                                             
 GENR LANOPA=LOG(ANOPA+.00001);                                               
 LHS AANOPA=EXP(LAANOPA)-.00001;                                              
  EQ 1727 LAANOPA C LANOPA(-1) PNOPA;                                         
EQUATION 1140  LAANOPA  
   RHS     C  LANOPA(-1)  PNOPA  
 SMPL 1977.4 2012.4;                                                          
Sample period is now  1977.4 to  2012.4 Internally:   104 to   244
 OLS;EST 1140 PLOT=0;END;                                                     

Equation number = 1140
**********************

Dependent variable = LAANOPA 

 1977.4 -   2012.4,    0 missing obs.,  141 obs. used.

Mean of dependent variable       -6.391143674

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.117401388       0.354956284  -5.96525     1.000000
13829 LANOPA  ( -1)       0.443883810       0.076973766   5.76669    -6.380898
13827 PNOPA   (  0)      -1.200951509       0.230079554  -5.21972     1.200186

SE of equation            =     0.637224267
Sum of squared residuals  =  56.0355577       0.150093271E-10
Average absolute error    =     0.493720773
Sum of ABS residuals      =  69.6146291    
R squared                 =   0.60687
Durbin-Watson statistic   =   2.09375
SMPL and No. Obs.         = 1977.4   2012.4    141

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.4!                   +                  !!         .    0    .         !
 1978.1!                  *+                  !!         .   0.    .         !
 1978.2!                  *+                  !!         .   0.    .         !
 1978.3!                    +                *!!         .    .    .         0
 1978.4!                            +*        !!         .    .0   .         !
 1979.1!                       * +            !!         .  0 .    .         !
 1979.2!                       *+             !!         .    0    .         !
 1979.3!                       +          *   !!         .    .    .    0    !
 1979.4!                            +*        !!         .    .0   .         !
 1980.1!              *         +             !!     0   .    .    .         !
 1980.2!                 +             *      !!         .    .    .      0  !
 1980.3!                         +            *!         .    .    .      0  !
 1980.4!             *              +         !! 0       .    .    .         !
 1981.1!            *   +                     !!         . 0  .    .         !
 1981.2!              +              *        !!         .    .    .       0 !
 1981.3!                     +    *           !!         .    .   0.         !
 1981.4!                    +          *      !!         .    .    .    0    !
 1982.1!              *      +                !!        0.    .    .         !
 1982.2!          *   +                       !!         . 0  .    .         !
 1982.3!            +       *                 !!         .    .    . 0       !
 1982.4!                 +     *              !!         .    .    0         !
 1983.1!                *   +                 !!         .0   .    .         !
 1983.2!                +            *        !!         .    .    .     0   !
 1983.3!                       +*             !!         .    . 0  .         !
 1983.4!                   * +                !!         .  0 .    .         !
 1984.1!                   +    *             !!         .    .   0.         !
 1984.2!                     +                !!         .    0    .         !
 1984.3!                     +      *         !!         .    .    .0        !
 1984.4!                       +   *          !!         .    .  0 .         !
 1985.1!                       +              !!         .    0    .         !
 1985.2!                     +*               !!         .    .0   .         !
 1985.3!                  * +                 !!         .  0 .    .         !
 1985.4!                  +           *       !!         .    .    .    0    !
 1986.1!                        *+            !!         .   0.    .         !
 1986.2!                       +*             !!         .    .0   .         !
 1986.3!                         +       *    !!         .    .    . 0       !
 1986.4!                             +    *   !!         .    .    0         !
 1987.1!                            +    *    !!         .    .   0.         !
 1987.2!                           +*         !!         .    0    .         !
 1987.3!                          +           !!         .    0    .         !
 1987.4!                         +     *      !!         .    .    0         !
 1988.1!                           +         *!!         .    .    .  0      !
 1988.2!                             +   *    !!         .    .   0.         !
 1988.3!                         *  +         !!         . 0  .    .         !
 1988.4!                        *+            !!         .   0.    .         !
 1989.1!                 *      +             !!        0.    .    .         !
 1989.2!                    +   *             !!         .    .  0 .         !
 1989.3!                       +   *          !!         .    .   0.         !
 1989.4!                         +    *       !!         .    .    0         !
 1990.1!                         +*           !!         .    0    .         !
 1990.2!                       *+             !!         .   0.    .         !
 1990.3!                    *+                !!         .   0.    .         !
 1990.4!           *        +                 !!     0   .    .    .         !
 1991.1!                  +           *       !!         .    .    .    0    !
 1991.2!                  *        +          !!     0   .    .    .         !
 1991.3!                      +   *           !!         .    .  0 .         !
 1991.4!                      *  +            !!         . 0  .    .         !
 1992.1!                    *   +             !!         .0   .    .         !
 1992.2!                  *   +               !!         .0   .    .         !
 1992.3!                   *  +               !!         . 0  .    .         !
 1992.4!                      +    *          !!         .    .   0.         !
 1993.1!                     *     +          !!         0    .    .         !
 1993.2!                       +     *        !!         .    .    .0        !
 1993.3!                        *   +         !!         .0   .    .         !
 1993.4!                         +        *   !!         .    .    . 0       !
 1994.1!                 *            +       !!  0      .    .    .         !
 1994.2!                     +     *          !!         .    .    .0        !
 1994.3!                          + *         !!         .    . 0  .         !
 1994.4!                       *  +           !!         . 0  .    .         !
 1995.1!                      * +             !!         .  0 .    .         !
 1995.2!                      * +             !!         .  0 .    .         !
 1995.3!                         +   *        !!         .    .   0.         !
 1995.4!                       *    +         !!         .0   .    .         !
 1996.1!                    *   +             !!         . 0  .    .         !
 1996.2!                      +               !!         .    .0   .         !
 1996.3!                   *  +               !!         . 0  .    .         !
 1996.4!                  *  +                !!         .  0 .    .         !
 1997.1!                     + *              !!         .    . 0  .         !
 1997.2!                *      +              !!         0    .    .         !
 1997.3!             *     +                  !!         0    .    .         !
 1997.4!           *      +                   !!         0    .    .         !
 1998.1!              *   +                   !!         . 0  .    .         !
 1998.2!           *       +                  !!       0 .    .    .         !
 1998.3!               *   +                  !!         . 0  .    .         !
 1998.4!              *     +                 !!        0.    .    .         !
 1999.1!                *  +                  !!         .  0 .    .         !
 1999.2!               *  +                   !!         . 0  .    .         !
 1999.3!                +         *           !!         .    .    .   0     !
 1999.4!                     +       *        !!         .    .    . 0       !
 2000.1!                     +    *           !!         .    .    0         !
 2000.2!         *          +                 !!    0    .    .    .         !
 2000.3!         *+                           !!         .   0.    .         !
 2000.4!          *+                          !!         .   0.    .         !
 2001.1!            + *                       !!         .    . 0  .         !
 2001.2!           *  +                       !!         .  0 .    .         !
 2001.3!            +                         !!         .    0    .         !
 2001.4!               +*                     !!         .    .0   .         !
 2002.1!             * +                      !!         .  0 .    .         !
 2002.2!           *  +                       !!         . 0  .    .         !
 2002.3!             +                        !!         .    0    .         !
 2002.4!     *          +                     !!     0   .    .    .         !
 2003.1!       *  +                           !!         . 0  .    .         !
 2003.2!        *   +                         !!         .0   .    .         !
 2003.3!             *+                       !!         .    0    .         !
 2003.4!          *     +                     !!        0.    .    .         !
 2004.1!       *       +                      !!        0.    .    .         !
 2004.2!          *  +                        !!         .  0 .    .         !
 2004.3!            +    *                    !!         .    .    0         !
 2004.4!            *    +                    !!         .0   .    .         !
 2005.1!        *     +                       !!         0    .    .         !
 2005.2!        *  +                          !!         .  0 .    .         !
 2005.3!    *     +                           !!        0.    .    .         !
 2005.4!         +       *                    !!         .    .    .  0      !
 2006.1!         *   +                        !!         . 0  .    .         !
 2006.2!      *  +                            !!         . 0  .    .         !
 2006.3!       *+                             !!         .   0.    .         !
 2006.4!        +*                            !!         .    0    .         !
 2007.1!      *  +                            !!         . 0  .    .         !
 2007.2!     *+                               !!         .  0 .    .         !
 2007.3!     * +                              !!         .   0.    .         !
 2007.4!     +    *                           !!         .    .    0         !
 2008.1!*     +                               !!         0    .    .         !
 2008.2!+         *                           !!         .    .    .  0      !
 2008.3!      +*                              !!         .    0    .         !
 2008.4!        +   *                         !!         .    .  0 .         !
 2009.1!     * +                              !!         .  0 .    .         !
 2009.2!   *    +                             !!         .0   .    .         !
 2009.3!     *  +                             !!         . 0  .    .         !
 2009.4!      * +                             !!         .  0 .    .         !
 2010.1!       +  *                           !!         .    . 0  .         !
 2010.2!           +   *                      !!         .    .   0.         !
 2010.3!   *         +                        !!     0   .    .    .         !
 2010.4! *   +                                !!         . 0  .    .         !
 2011.1!*  +                                  !!         . 0  .    .         !
 2011.2!   +*                                 !!         .    .0   .         !
 2011.3!    +                                 !!         .   0.    .         !
 2011.4!    + *                               !!         .    . 0  .         !
 2012.1!    +*                                !!         .    .0   .         !
 2012.2*     +                                !!         0    .    .         !
 2012.3!* +                                   !!         .   0.    .         !
 2012.4! +    *                               !!         .    .   0.         !


     29.79 percent of the residuals exceed 1 SE
      5.67 percent of the residuals exceed 2 SE
@EQ  1728 LAASWPA C LASWPA(-1) PSWPA;SMPL 1966.1 2012.4;OLS;EST 1728 PLOT=0;EN
@EQ  1729 LAAGRPA C LAGRPA(-1) PGRPA;SMPL 1978.4 2012.4;OLS;EST 1729 PLOT=0;EN
@EQ  1730 LAAIRPA C LAIRPA(-1) PIRPA;SMPL 1979.2 2012.4;OLS;EST 1730 PLOT=0;EN
@EQ  1731 LAAPOPA C LAPOPA(-1) PPOPA;SMPL 1978.3 2012.4;OLS;EST 1731 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPPA=SPPX$Q/PAPMM;                                                     
 GENR LAASPPA=LOG(AASPPA+.00001);                                             
 GENR LASPPA=LOG(ASPPA+.00001);                                               
 LHS AASPPA=EXP(LAASPPA)-.00001;                                              
  EQ 1732 LAASPPA C LASPPA(-1) PSPPA;                                         
EQUATION 1141  LAASPPA  
   RHS     C  LASPPA(-1)  PSPPA  
 SMPL 1975.4 2012.4;                                                          
Sample period is now  1975.4 to  2012.4 Internally:    96 to   244
 OLS;EST 1141 PLOT=0;END;                                                     

Equation number = 1141
**********************

Dependent variable = LAASPPA 

 1975.4 -   2012.4,    0 missing obs.,  149 obs. used.

Mean of dependent variable       -5.302497541

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.286974850       0.349554459  -3.68176     1.000000
13832 LASPPA  ( -1)       0.688728977       0.058530362  11.76704    -5.307047
13830 PSPPA   (  0)      -0.245849598       0.179782140  -1.36749     1.465961

SE of equation            =     0.339368325
Sum of squared residuals  =  16.8149455       0.128417277E-10
Average absolute error    =     0.265018637
Sum of ABS residuals      =  39.4877768    
R squared                 =   0.52442
Durbin-Watson statistic   =   2.30598
SMPL and No. Obs.         = 1975.4   2012.4    149

Plot of actual(*) and fitted(+) values and residuals(0)


 1975.4!    *  +                              !!         .0   .    .         !
 1976.1!   *    +                             !!        0.    .    .         !
 1976.2!    *  +                              !!         . 0  .    .         !
 1976.3! *      +                             !!       0 .    .    .         !
 1976.4!      +   *                           !!         .    .    0         !
 1977.1! *          +                         !!  0      .    .    .         !
 1977.2*      +                               !!       0 .    .    .         !
 1977.3! *   +                                !!         0    .    .         !
 1977.4!*     +                               !!        0.    .    .         !
 1978.1*      +                               !!       0 .    .    .         !
 1978.2!     +   *                            !!         .    .   0.         !
 1978.3!            +            *            !!         .    .    .         0
 1978.4!                       + *            !!         .    . 0  .         !
 1979.1!                      +       *       !!         .    .    .  0      !
 1979.2!                    *     +           !!       0 .    .    .         !
 1979.3!         *          +                 !!  0      .    .    .         !
 1979.4!            + *                       !!         .    . 0  .         !
 1980.1!        *       +                     !!      0  .    .    .         !
 1980.2!     *      +                         !!       0 .    .    .         !
 1980.3!          +  *                        !!         .    .  0 .         !
 1980.4!             * +                      !!         .  0 .    .         !
 1981.1!               +           *          !!         .    .    .      0  !
 1981.2!                   *    +             !!        0.    .    .         !
 1981.3!                   +      *           !!         .    .    .  0      !
 1981.4!                        +             !!         .    .0   .         !
 1982.1!                      +     *         !!         .    .    .0        !
 1982.2!                  *      +            !!      0  .    .    .         !
 1982.3!             *    +                   !!         0    .    .         !
 1982.4!               +     *                !!         .    .    .0        !
 1983.1!                     + *              !!         .    .  0 .         !
 1983.2!                     *+               !!         .   0.    .         !
 1983.3!                     +           *    !!         .    .    .       0 !
 1983.4!                            *+        !!         .   0.    .         !
 1984.1!                          +           *!         .    .    .       0 !
 1984.2!                                 +    *!         .    .    0         !
 1984.3!                        *        +    !!    0    .    .    .         !
 1984.4!                       +  *           !!         .    .  0 .         !
 1985.1!                        *+            !!         .   0.    .         !
 1985.2!                      *+              !!         .   0.    .         !
 1985.3!                 *    +               !!         0    .    .         !
 1985.4!                  +          *        !!         .    .    .      0  !
 1986.1!               *          +           !!  0      .    .    .         !
 1986.2!                 +      *             !!         .    .    .  0      !
 1986.3!                    * +               !!         .  0 .    .         !
 1986.4!                    +  *              !!         .    .  0 .         !
 1987.1!                      +  *            !!         .    .  0 .         !
 1987.2!                       +     *        !!         .    .    . 0       !
 1987.3!                      *   +           !!         .0   .    .         !
 1987.4!                     +                !!         .    .0   .         !
 1988.1!                    +                 !!         .    0    .         !
 1988.2!                   + *                !!         .    . 0  .         !
 1988.3!                    +   *             !!         .    .    0         !
 1988.4!                  *    +              !!         0    .    .         !
 1989.1!                  +     *             !!         .    .    . 0       !
 1989.2!                      +    *          !!         .    .    0         !
 1989.3!                  *    +              !!        0.    .    .         !
 1989.4!                  +  *                !!         .    .   0.         !
 1990.1!                    +  *              !!         .    .   0.         !
 1990.2!                    *+                !!         .    0    .         !
 1990.3!                  +  *                !!         .    . 0  .         !
 1990.4!                    +*                !!         .    . 0  .         !
 1991.1!                    +                 !!         .   0.    .         !
 1991.2!                   +       *          !!         .    .    .  0      !
 1991.3!                   *    +             !!        0.    .    .         !
 1991.4!              *    +                  !!         0    .    .         !
 1992.1!               +                      !!         .    .0   .         !
 1992.2!              * +                     !!         .   0.    .         !
 1992.3!           *   +                      !!         .0   .    .         !
 1992.4!             +  *                     !!         .    . 0  .         !
 1993.1!               * +                    !!         .  0 .    .         !
 1993.2!                + *                   !!         .    .  0 .         !
 1993.3!                 * +                  !!         .  0 .    .         !
 1993.4!                  +*                  !!         .    .0   .         !
 1994.1!             *     +                  !!       0 .    .    .         !
 1994.2!              +    *                  !!         .    .    0         !
 1994.3!                  +    *              !!         .    .    0         !
 1994.4!                   * +                !!         .  0 .    .         !
 1995.1!                  *+                  !!         .   0.    .         !
 1995.2!                * +                   !!         . 0  .    .         !
 1995.3!                 +    *               !!         .    .    0         !
 1995.4!                     + *              !!         .    . 0  .         !
 1996.1!                     +                !!         .    0    .         !
 1996.2!                    +        *        !!         .    .    .    0    !
 1996.3!                        *+            !!         .   0.    .         !
 1996.4!                      +    *          !!         .    .    .0        !
 1997.1!                *       +             !!     0   .    .    .         !
 1997.2!              * +                     !!         .  0 .    .         !
 1997.3!               +         *            !!         .    .    .     0   !
 1997.4!                       +  *           !!         .    .  0 .         !
 1998.1!                  *    +              !!         0    .    .         !
 1998.2!                 +  *                 !!         .    . 0  .         !
 1998.3!           *       +                  !!      0  .    .    .         !
 1998.4!            +*                        !!         .    .0   .         !
 1999.1!           * +                        !!         . 0  .    .         !
 1999.2!           +      *                   !!         .    .    . 0       !
 1999.3!                *+                    !!         .   0.    .         !
 1999.4!               +*                     !!         .    .0   .         !
 2000.1!                +*                    !!         .    .0   .         !
 2000.2!                 + *                  !!         .    . 0  .         !
 2000.3!                * +                   !!         .   0.    .         !
 2000.4!                +  *                  !!         .    .  0 .         !
 2001.1!                * +                   !!         .   0.    .         !
 2001.2!                +   *                 !!         .    .   0.         !
 2001.3!                  +*                  !!         .    .0   .         !
 2001.4!              *   +                   !!         .0   .    .         !
 2002.1!              + *                     !!         .    . 0  .         !
 2002.2!                +   *                 !!         .    .    0         !
 2002.3!                *  +                  !!         . 0  .    .         !
 2002.4!                +   *                 !!         .    .   0.         !
 2003.1!                * +                   !!         .  0 .    .         !
 2003.2!                +  *                  !!         .    .   0.         !
 2003.3!                 *+                   !!         .   0.    .         !
 2003.4!                 + *                  !!         .    .  0 .         !
 2004.1!                 * +                  !!         .  0 .    .         !
 2004.2!                 +                    !!         .    0    .         !
 2004.3!                *+                    !!         .   0.    .         !
 2004.4!                 +*                   !!         .    .0   .         !
 2005.1!                  +                   !!         .    0    .         !
 2005.2!                  +*                  !!         .    . 0  .         !
 2005.3!              *    +                  !!         0    .    .         !
 2005.4!                + *                   !!         .    .  0 .         !
 2006.1!              *   +                   !!         0    .    .         !
 2006.2!               + *                    !!         .    .0   .         !
 2006.3!               * +                    !!         . 0  .    .         !
 2006.4!              * +                     !!         .  0 .    .         !
 2007.1!              *+                      !!         .   0.    .         !
 2007.2!             * +                      !!         .  0 .    .         !
 2007.3!               +                      !!         .    0    .         !
 2007.4!              * +                     !!         .   0.    .         !
 2008.1!             * +                      !!         . 0  .    .         !
 2008.2!            * +                       !!         . 0  .    .         !
 2008.3!              +*                      !!         .    .0   .         !
 2008.4!            *   +                     !!         0    .    .         !
 2009.1!            +                         !!         .    0    .         !
 2009.2!            *+                        !!         .   0.    .         !
 2009.3!              +                       !!         .    0    .         !
 2009.4!               +  *                   !!         .    .  0 .         !
 2010.1!               *  +                   !!         . 0  .    .         !
 2010.2!           *    +                     !!         0    .    .         !
 2010.3!           *  +                       !!         . 0  .    .         !
 2010.4!         *   +                        !!         .0   .    .         !
 2011.1!            + *                       !!         .    . 0  .         !
 2011.2!               + *                    !!         .    . 0  .         !
 2011.3!             *   +                    !!         .0   .    .         !
 2011.4!               +*                     !!         .    . 0  .         !
 2012.1!                 +                    !!         .    0    .         !
 2012.2!                 +   *                !!         .    .   0.         !
 2012.3!               *    +                 !!         0    .    .         !
 2012.4!            *   +                     !!         .0   .    .         !


     30.20 percent of the residuals exceed 1 SE
      6.04 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNZPA=NZPX$Q/PAPMM;                                                     
 GENR LAANZPA=LOG(AANZPA+.00001);                                             
 GENR LANZPA=LOG(ANZPA+.00001);                                               
 LHS AANZPA=EXP(LAANZPA)-.00001;                                              
  EQ 1733 LAANZPA C LANZPA(-1) PNZPA;                                         
EQUATION 1142  LAANZPA  
   RHS     C  LANZPA(-1)  PNZPA  
 SMPL 1975.3 2012.4;                                                          
Sample period is now  1975.3 to  2012.4 Internally:    95 to   244
 OLS;EST 1142 PLOT=0;END;                                                     

Equation number = 1142
**********************

Dependent variable = LAANZPA 

 1975.3 -   2012.4,    0 missing obs.,  150 obs. used.

Mean of dependent variable       -6.347076666

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.633175783       0.365290413  -4.47090     1.000000
13835 LANZPA  ( -1)       0.644743222       0.063479117  10.15678    -6.345930
13833 PNZPA   (  0)      -0.455876928       0.184631510  -2.46912     1.365293

SE of equation            =     0.384514016
Sum of squared residuals  =  21.7341012      -0.473576733E-11
Average absolute error    =     0.294716793
Sum of ABS residuals      =  44.2075190    
R squared                 =   0.53300
Durbin-Watson statistic   =   2.15098
SMPL and No. Obs.         = 1975.3   2012.4    150

Plot of actual(*) and fitted(+) values and residuals(0)


 1975.3!                  +     *             !!         .    .    0         !
 1975.4!    *                  +              !0         .    .    .         !
 1976.1!          +            *              !!         .    .    .    0    !
 1976.2!                    +        *        !!         .    .    . 0       !
 1976.3!                        +             !!         .   0.    .         !
 1976.4!           *         +                !!      0  .    .    .         !
 1977.1!            +    *                    !!         .    .   0.         !
 1977.2!                 + *                  !!         .    . 0  .         !
 1977.3!       *          +                   !!     0   .    .    .         !
 1977.4!       *  +                           !!         . 0  .    .         !
 1978.1!     *    +                           !!         .0   .    .         !
 1978.2*         +                            !!      0  .    .    .         !
 1978.3!     +        *                       !!         .    .    . 0       !
 1978.4!              +  *                    !!         .    . 0  .         !
 1979.1!                 +       *            !!         .    .    . 0       !
 1979.2!                       +              !!         .    0    .         !
 1979.3!                      +           *   !!         .    .    .    0    !
 1979.4!                        *    +        !!         0    .    .         !
 1980.1!                *     +               !!         0    .    .         !
 1980.2!                  +                *  !!         .    .    .       0 !
 1980.3!                              +       !!         .    0    .         !
 1980.4!                          +*          !!         .    .0   .         !
 1981.1!                        +  *          !!         .    .  0 .         !
 1981.2!                       +*             !!         .    .0   .         !
 1981.3!                   * +                !!         .   0.    .         !
 1981.4!               *  +                   !!         . 0  .    .         !
 1982.1!              +          *            !!         .    .    .  0      !
 1982.2!                    +        *        !!         .    .    . 0       !
 1982.3!                       *+             !!         .   0.    .         !
 1982.4!                    +           *     !!         .    .    .    0    !
 1983.1!                           +          *!         .    .    .   0     !
 1983.2!                              + *     !!         .    .0   .         !
 1983.3!                       *  +           !!         . 0  .    .         !
 1983.4!              *      +                !!         0    .    .         !
 1984.1!                +                     !!         .    0    .         !
 1984.2!                 +*                   !!         .    .0   .         !
 1984.3!                   +     *            !!         .    .    0         !
 1984.4!              *        +              !!       0 .    .    .         !
 1985.1!                +     *               !!         .    .    0         !
 1985.2!                   * +                !!         .  0 .    .         !
 1985.3!                *  +                  !!         .  0 .    .         !
 1985.4!                 +  *                 !!         .    . 0  .         !
 1986.1!                    + *               !!         .    .0   .         !
 1986.2!                     +     *          !!         .    .    0         !
 1986.3!                       * +            !!         .  0 .    .         !
 1986.4!                 *    +               !!         .0   .    .         !
 1987.1!                  +      *            !!         .    .    .0        !
 1987.2!                      +           *   !!         .    .    .   0     !
 1987.3!                            +      *  !!         .    .    0         !
 1987.4!                      *      +        !!         0    .    .         !
 1988.1!                    +         *       !!         .    .    .  0      !
 1988.2!                         +   *        !!         .    .  0 .         !
 1988.3!                      * +             !!         .   0.    .         !
 1988.4!                   *+                 !!         .   0.    .         !
 1989.1!                 +            *       !!         .    .    .    0    !
 1989.2!                         +     *      !!         .    .    0         !
 1989.3!                *       +             !!        0.    .    .         !
 1989.4!             *  +                     !!         .  0 .    .         !
 1990.1!              +          *            !!         .    .    .   0     !
 1990.2!                     +  *             !!         .    . 0  .         !
 1990.3!               *     +                !!         0    .    .         !
 1990.4!                 +  *                 !!         .    .  0 .         !
 1991.1!               *     +                !!         0    .    .         !
 1991.2!                 +                    !!         .    0    .         !
 1991.3!           *       +                  !!        0.    .    .         !
 1991.4!          *    +                      !!         .0   .    .         !
 1992.1!             *+                       !!         .   0.    .         !
 1992.2!               +     *                !!         .    .    0         !
 1992.3!          *          +                !!      0  .    .    .         !
 1992.4!        *     +                       !!         .0   .    .         !
 1993.1!            +    *                    !!         .    .   0.         !
 1993.2!               * +                    !!         .  0 .    .         !
 1993.3!    *           +                     !!     0   .    .    .         !
 1993.4!         +                            !!         .    0    .         !
 1994.1!            +                         !!         .    0    .         !
 1994.2!         *  +                         !!         . 0  .    .         !
 1994.3!       *   +                          !!         . 0  .    .         !
 1994.4!     *   +                            !!         . 0  .    .         !
 1995.1!        + *                           !!         .    . 0  .         !
 1995.2!            *+                        !!         .   0.    .         !
 1995.3!          *   +                       !!         . 0  .    .         !
 1995.4!         *  +                         !!         . 0  .    .         !
 1996.1!          *+                          !!         .    0    .         !
 1996.2!          *+                          !!         .   0.    .         !
 1996.3!      *    +                          !!         .0   .    .         !
 1996.4!   *     +                            !!         0    .    .         !
 1997.1!*     +                               !!         0    .    .         !
 1997.2!   +*                                 !!         .    0    .         !
 1997.3!      +*                              !!         .    .0   .         !
 1997.4!         +   *                        !!         .    .  0 .         !
 1998.1!          *  +                        !!         .  0 .    .         !
 1998.2!         * +                          !!         .  0 .    .         !
 1998.3!           + *                        !!         .    . 0  .         !
 1998.4!           *  +                       !!         .  0 .    .         !
 1999.1!         * +                          !!         .   0.    .         !
 1999.2!         +                            !!         .    0    .         !
 1999.3!         +    *                       !!         .    .   0.         !
 1999.4!            *+                        !!         .   0.    .         !
 2000.1!          *+                          !!         .   0.    .         !
 2000.2!          +   *                       !!         .    .  0 .         !
 2000.3!         *  +                         !!         .  0 .    .         !
 2000.4!      *  +                            !!         . 0  .    .         !
 2001.1!    *  +                              !!         .  0 .    .         !
 2001.2!    * +                               !!         .   0.    .         !
 2001.3!     +  *                             !!         .    . 0  .         !
 2001.4!*       +                             !!        0.    .    .         !
 2002.1!  +                                   !!         .    0    .         !
 2002.2!    +                                 !!         .    0    .         !
 2002.3!       +*                             !!         .    .0   .         !
 2002.4!        * +                           !!         .  0 .    .         !
 2003.1!      *  +                            !!         . 0  .    .         !
 2003.2!       +    *                         !!         .    .   0.         !
 2003.3!      *      +                        !!         0    .    .         !
 2003.4!    *    +                            !!         .0   .    .         !
 2004.1!*      +                              !!        0.    .    .         !
 2004.2!     +  *                             !!         .    .  0 .         !
 2004.3!        *+                            !!         .   0.    .         !
 2004.4!       *  +                           !!         .  0 .    .         !
 2005.1!        * +                           !!         .  0 .    .         !
 2005.2!          +                           !!         .    0    .         !
 2005.3!       *   +                          !!         .0   .    .         !
 2005.4!          +    *                      !!         .    .   0.         !
 2006.1!             * +                      !!         .   0.    .         !
 2006.2!              +  *                    !!         .    . 0  .         !
 2006.3!             *   +                    !!         .0   .    .         !
 2006.4!             +  *                     !!         .    . 0  .         !
 2007.1!               +    *                 !!         .    .   0.         !
 2007.2!              *   +                   !!         . 0  .    .         !
 2007.3!              +   *                   !!         .    .  0 .         !
 2007.4!              * +                     !!         .   0.    .         !
 2008.1!          *  +                        !!         .  0 .    .         !
 2008.2!           +                          !!         .    0    .         !
 2008.3!       *    +                         !!         . 0  .    .         !
 2008.4!          +  *                        !!         .    . 0  .         !
 2009.1!            +     *                   !!         .    .    0         !
 2009.2!             *   +                    !!         . 0  .    .         !
 2009.3!               +       *              !!         .    .    . 0       !
 2009.4!               *     +                !!         .0   .    .         !
 2010.1!         *    +                       !!         .0   .    .         !
 2010.2!           + *                        !!         .    . 0  .         !
 2010.3!             +                        !!         .    0    .         !
 2010.4!            +  *                      !!         .    . 0  .         !
 2011.1!              +*                      !!         .    .0   .         !
 2011.2!              +*                      !!         .    .0   .         !
 2011.3!             +*                       !!         .    .0   .         !
 2011.4!        *    +                        !!         .0   .    .         !
 2012.1!         +      *                     !!         .    .    .0        !
 2012.2!              *+                      !!         .    0    .         !
 2012.3!             +*                       !!         .    .0   .         !
 2012.4!             +                        !!         .    0    .         !


     30.00 percent of the residuals exceed 1 SE
      4.67 percent of the residuals exceed 2 SE
@@EQ 1734 LAASAPA C LASAPA(-1) PSAPA;SMPL 1970.3 2012.4;OLS;EST 1734 PLOT=0;EN
@@EQ 1735 LAAVEPA C LAVEPA(-1) PVEPA;SMPL 2000.3 2012.4;OLS;EST 1735 PLOT=0;EN
@@EQ 1736 LAACOPA C LACOPA(-1) PCOPA;SMPL 2003.4 2012.4;OLS;EST 1736 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJOPA=JOPX$Q/PAPMM;                                                     
 GENR LAAJOPA=LOG(AAJOPA+.00001);                                             
 GENR LAJOPA=LOG(AJOPA+.00001);                                               
 LHS AAJOPA=EXP(LAAJOPA)-.00001;                                              
  EQ 1737 LAAJOPA C LAJOPA(-1) PJOPA;                                         
EQUATION 1143  LAAJOPA  
   RHS     C  LAJOPA(-1)  PJOPA  
 SMPL 1990.3 2012.4;                                                          
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
 OLS;EST 1143 PLOT=0;END;                                                     

Equation number = 1143
**********************

Dependent variable = LAAJOPA 

 1990.3 -   2012.4,    0 missing obs.,   90 obs. used.

Mean of dependent variable       -7.386463368

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.651063132       0.709574621  -5.14543     1.000000
13838 LAJOPA  ( -1)       0.366225605       0.102704363   3.56582    -7.357972
13836 PJOPA   (  0)      -0.617860722       0.294394942  -2.09875     1.684397

SE of equation            =     1.022776193
Sum of squared residuals  =  91.0081893       0.172573067E-11
Average absolute error    =     0.818451174
Sum of ABS residuals      =  73.6606056    
R squared                 =   0.25055
Durbin-Watson statistic   =   2.02279
SMPL and No. Obs.         = 1990.3   2012.4     90

Plot of actual(*) and fitted(+) values and residuals(0)


 1990.3!                         + *          !!        .     . 0   .        !
 1990.4!                         +*           !!        .     .0    .        !
 1991.1!                         *+           !!        .    0.     .        !
 1991.2!                         +            !!        .     0     .        !
 1991.3!                   *     +            !!        .0    .     .        !
 1991.4!                       +*             !!        .     .0    .        !
 1992.1!                        + *           !!        .     .0    .        !
 1992.2!                *        +            !!       0.     .     .        !
 1992.3!                      + *             !!        .     . 0   .        !
 1992.4!                         +   *        !!        .     .  0  .        !
 1993.1!                 *        +           !!       0.     .     .        !
 1993.2!                      + *             !!        .     . 0   .        !
 1993.3!                        *+            !!        .    0.     .        !
 1993.4!                  *     +             !!        .0    .     .        !
 1994.1!                    +   *             !!        .     .  0  .        !
 1994.2!                     +                *!        .     .     .      0 !
 1994.3!                  *        +          !!       0.     .     .        !
 1994.4!                    +                 !!        .     .0    .        !
 1995.1!                     +  *             !!        .     .  0  .        !
 1995.2!                       +   *          !!        .     .  0  .        !
 1995.3!                 *      +             !!        0     .     .        !
 1995.4!                    +         *       !!        .     .     . 0      !
 1996.1!                    *   +             !!        .  0  .     .        !
 1996.2!                    +    *            !!        .     .   0 .        !
 1996.3!                     +             *  !!        .     .     .    0   !
 1996.4!                        * +           !!        .    0.     .        !
 1997.1!                     * +              !!        .    0.     .        !
 1997.2!         *          +                 !!      0 .     .     .        !
 1997.3!                +    *                !!        .     .  0  .        !
 1997.4!                      +              *!!        .     .     .     0  !
 1998.1!            *              +          !!   0    .     .     .        !
 1998.2!                  +   *               !!        .     .   0 .        !
 1998.3!    *                 +               !!0       .     .     .        !
 1998.4!               +      *               !!        .     .    0.        !
 1999.1!                  * +                 !!        .    0.     .        !
 1999.2!                   +      *           !!        .     .     0        !
 1999.3!                      +     *         !!        .     .    0.        !
 1999.4!                       +         *    !!        .     .     . 0      !
 2000.1!                         +           *!!        .     .     .   0    !
 2000.2!                          +           *!        .     .     .  0     !
 2000.3!                           + *        !!        .     . 0   .        !
 2000.4!                 *     +              !!        .0    .     .        !
 2001.1!                   +     *            !!        .     .    0.        !
 2001.2!                      +           *   !!        .     .     .  0     !
 2001.3!                         +     *      !!        .     .    0.        !
 2001.4!                        +     *       !!        .     .    0.        !
 2002.1!         *            +               !!   0    .     .     .        !
 2002.2!              *+                      !!        .    0.     .        !
 2002.3!                  +                  *!!        .     .     .        0
 2002.4!                           +        * !!        .     .     0        !
 2003.1!                  *        +          !!       0.     .     .        !
 2003.2!                    +             *   !!        .     .     .    0   !
 2003.3!                          +    *      !!        .     .  0  .        !
 2003.4!                    *     +           !!        .0    .     .        !
 2004.1!                      +*              !!        .     .0    .        !
 2004.2!                       +*             !!        .     .0    .        !
 2004.3!                       +      *       !!        .     .    0.        !
 2004.4!                      *   +           !!        .  0  .     .        !
 2005.1!                  *    +              !!        . 0   .     .        !
 2005.2!                     +         *      !!        .     .     . 0      !
 2005.3!                       *  +           !!        .   0 .     .        !
 2005.4!             *        +               !!       0.     .     .        !
 2006.1!                *  +                  !!        .   0 .     .        !
 2006.2!                  * +                 !!        .   0 .     .        !
 2006.3!        *            +                !!    0   .     .     .        !
 2006.4!           *     +                    !!        . 0   .     .        !
 2007.1!              *  +                    !!        .   0 .     .        !
 2007.2!                  +          *        !!        .     .     .  0     !
 2007.3!                        + *           !!        .     . 0   .        !
 2007.4!               *       +              !!        0     .     .        !
 2008.1!            *      +                  !!        .0    .     .        !
 2008.2!              * +                     !!        .   0 .     .        !
 2008.3!   *           +                      !!     0  .     .     .        !
 2008.4*        +                             !!       0.     .     .        !
 2009.1!   +      *                           !!        .     .    0.        !
 2009.2!   *        +                         !!       0.     .     .        !
 2009.3!       *     +                        !!        . 0   .     .        !
 2009.4!           *  +                       !!        .   0 .     .        !
 2010.1!                +  *                  !!        .     . 0   .        !
 2010.2!      *            +                  !!    0   .     .     .        !
 2010.3!       *       +                      !!        0     .     .        !
 2010.4!              + *                     !!        .     .0    .        !
 2011.1!                  +   *               !!        .     .  0  .        !
 2011.2!          *          +                !!      0 .     .     .        !
 2011.3!            *   +                     !!        .  0  .     .        !
 2011.4!               + *                    !!        .     .0    .        !
 2012.1!                 +*                   !!        .     .0    .        !
 2012.2!           *     +                    !!        .0    .     .        !
 2012.3!              *+                      !!        .    0.     .        !
 2012.4!            *   +                     !!        .  0  .     .        !


     33.33 percent of the residuals exceed 1 SE
      3.33 percent of the residuals exceed 2 SE
@@EQ 1738 LAASYPA C LASYPA(-1) PSYPA;SMPL 2000.3 2012.4;OLS;EST 1738 PLOT=0;EN
@EQ  1739 LAAIDPA C LAIDPA(-1) PIDPA;SMPL 1983.2 2012.4;OLS;EST 1739 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAPA=MAPX$Q/PAPMM;                                                     
 GENR LAAMAPA=LOG(AAMAPA+.00001);                                             
 GENR LAMAPA=LOG(AMAPA+.00001);                                               
 LHS AAMAPA=EXP(LAAMAPA)-.00001;                                              
  EQ 1740 LAAMAPA C LAMAPA(-1) PMAPA;                                         
EQUATION 1144  LAAMAPA  
   RHS     C  LAMAPA(-1)  PMAPA  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST 1144 PLOT=0;END;                                                     

Equation number = 1144
**********************

Dependent variable = LAAMAPA 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -3.883185422

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.337415448       0.156904132  -2.15046     1.000000
13841 LAMAPA  ( -1)       0.897773320       0.030956215  29.00139    -3.902227
13839 PMAPA   (  0)      -0.026335824       0.083887032  -0.31394     1.612035

SE of equation            =     0.438652289
Sum of squared residuals  =  34.4424337      -0.208277839E-12
Average absolute error    =     0.312444518
Sum of ABS residuals      =  56.8649023    
R squared                 =   0.83732
Durbin-Watson statistic   =   2.53687
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3*  +                                   !!           .0 .  .           !
 1967.4*  +                                   !!           .0 .  .           !
 1968.1*  +                                   !!           .0 .  .           !
 1968.2!* +                                   !!           . 0.  .           !
 1968.3! * +                                  !!           . 0.  .           !
 1968.4!  * +                                 !!           . 0.  .           !
 1969.1!    +   *                             !!           .  . 0.           !
 1969.2!       *  +                           !!           .0 .  .           !
 1969.3!        *+                            !!           . 0.  .           !
 1969.4!        * +                           !!           . 0.  .           !
 1970.1!        * +                           !!           . 0.  .           !
 1970.2!      *   +                           !!           0  .  .           !
 1970.3!       *+                             !!           .  0  .           !
 1970.4!        *+                            !!           .0 .  .           !
 1971.1!     *    +                           !!           0  .  .           !
 1971.2!       *+                             !!           . 0.  .           !
 1971.3!      *  +                            !!           .0 .  .           !
 1971.4!        +*                            !!           .  .0 .           !
 1972.1!          *+                          !!           . 0.  .           !
 1972.2!          * +                         !!           . 0.  .           !
 1972.3!           *+                         !!           .  0  .           !
 1972.4!           * +                        !!           .0 .  .           !
 1973.1!         *  +                         !!           0  .  .           !
 1973.2!       *   +                          !!           0  .  .           !
 1973.3!     *   +                            !!           0  .  .           !
 1973.4!  *    +                              !!          0.  .  .           !
 1974.1!    +        *                        !!           .  .  .  0        !
 1974.2!           *  +                       !!           .0 .  .           !
 1974.3!            +       *                 !!           .  .  .  0        !
 1974.4!                    +*                !!           .  .0 .           !
 1975.1!                    *+                !!           .  0  .           !
 1975.2!               *     +                !!         0 .  .  .           !
 1975.3!                + *                   !!           .  . 0.           !
 1975.4!                   +    *             !!           .  .  .0          !
 1976.1!                *       +             !!        0  .  .  .           !
 1976.2!               * +                    !!           .0 .  .           !
 1976.3!                +*                    !!           .  .0 .           !
 1976.4!        *         +                   !!      0    .  .  .           !
 1977.1!          +   *                       !!           .  .  0           !
 1977.2!               +    *                 !!           .  .  .0          !
 1977.3!             *      +                 !!        0  .  .  .           !
 1977.4!              +     *                 !!           .  .  . 0         !
 1978.1!                *    +                !!          0.  .  .           !
 1978.2!                 +  *                 !!           .  . 0.           !
 1978.3!                     + *              !!           .  . 0.           !
 1978.4!                  *    +              !!         0 .  .  .           !
 1979.1!                  +      *            !!           .  .  . 0         !
 1979.2!                    *    +            !!          0.  .  .           !
 1979.3! *                   +                !0           .  .  .           !
 1979.4!   *+                                 !!           . 0.  .           !
 1980.1!     +               *                !!           .  .  .        0  !
 1980.2!                     +                !!           .  0  .           !
 1980.3!                      + *             !!           .  .0 .           !
 1980.4!                *       +             !!        0  .  .  .           !
 1981.1!                 +       *            !!           .  .  .  0        !
 1981.2!                     *   +            !!           0  .  .           !
 1981.3!                     +  *             !!           .  . 0.           !
 1981.4!                      * +             !!           . 0.  .           !
 1982.1!                    * +               !!           .0 .  .           !
 1982.2!                    +                 !!           .  0  .           !
 1982.3!                     +  *             !!           .  . 0.           !
 1982.4!                        +             !!           .  0  .           !
 1983.1!                       *+             !!           . 0.  .           !
 1983.2!                        +*            !!           .  .0 .           !
 1983.3!                     *   +            !!          0.  .  .           !
 1983.4!                     +      *         !!           .  .  . 0         !
 1984.1!                           +          !!           .  0  .           !
 1984.2!                      *    +          !!          0.  .  .           !
 1984.3!              *       +               !!        0  .  .  .           !
 1984.4!               +        *             !!           .  .  .   0       !
 1985.1!         *              +             !!   0       .  .  .           !
 1985.2!           +          *               !!           .  .  .     0     !
 1985.3!                       +              !!           .  .0 .           !
 1985.4!                      * +             !!           . 0.  .           !
 1986.1!                      +      *        !!           .  .  . 0         !
 1986.2!                             +   *    !!           .  .  0           !
 1986.3!                               *+     !!           . 0.  .           !
 1986.4!                      *        +      !!       0   .  .  .           !
 1987.1!                      +  *            !!           .  . 0.           !
 1987.2!                         +   *        !!           .  .  0           !
 1987.3!                           *+         !!           . 0.  .           !
 1987.4!                          *+          !!           . 0.  .           !
 1988.1!                          +     *     !!           .  .  . 0         !
 1988.2!                          *    +      !!          0.  .  .           !
 1988.3!                          +  *        !!           .  . 0.           !
 1988.4!                          *  +        !!           .0 .  .           !
 1989.1!                          + *         !!           .  . 0.           !
 1989.2!                           *+         !!           . 0.  .           !
 1989.3!                           +  *       !!           .  . 0.           !
 1989.4!                             *+       !!           . 0.  .           !
 1990.1!                             +*       !!           .  .0 .           !
 1990.2!                              +       !!           .  0  .           !
 1990.3!                             *+       !!           . 0.  .           !
 1990.4!                            +*        !!           .  0  .           !
 1991.1!                             +   *    !!           .  .  0           !
 1991.2!                                +*    !!           .  .0 .           !
 1991.3!                                 +    !!           .  0  .           !
 1991.4!                              *  +    !!           .0 .  .           !
 1992.1!                              +       !!           .  0  .           !
 1992.2!                             +      * !!           .  .  . 0         !
 1992.3!                               *   +  !!           0  .  .           !
 1992.4!                             * +      !!           . 0.  .           !
 1993.1!                             +     *  !!           .  .  . 0         !
 1993.2!                               *  +   !!           0  .  .           !
 1993.3!                            * +       !!           .0 .  .           !
 1993.4!                            +   *     !!           .  .  0           !
 1994.1!                               +    * !!           .  .  0           !
 1994.2!                                *  +  !!           .0 .  .           !
 1994.3!                               + *    !!           .  .0 .           !
 1994.4!                                +     *!           .  .  .0          !
 1995.1!                                   * +!!           . 0.  .           !
 1995.2!                                  +*  !!           .  .0 .           !
 1995.3!                                  +*  !!           .  .0 .           !
 1995.4!                                 * +  !!           . 0.  .           !
 1996.1!                                + *   !!           .  . 0.           !
 1996.2!                                 *+   !!           .  0  .           !
 1996.3!                                +*    !!           .  0  .           !
 1996.4!                              * +     !!           .0 .  .           !
 1997.1!                              +*      !!           .  .0 .           !
 1997.2!                              +  *    !!           .  . 0.           !
 1997.3!                              * +     !!           . 0.  .           !
 1997.4!                              +   *   !!           .  .  0           !
 1998.1!                                 + *  !!           .  .0 .           !
 1998.2!                                  +   *!           .  .  0           !
 1998.3!                                     +!!           .  0  .           !
 1998.4!                               *    + !!           0  .  .           !
 1999.1!                               + *    !!           .  . 0.           !
 1999.2!                                +     !!           .  0  .           !
 1999.3!                            *  +      !!           .0 .  .           !
 1999.4!                            +*        !!           .  .0 .           !
 2000.1!                             + *      !!           .  . 0.           !
 2000.2!                            *  +      !!           .0 .  .           !
 2000.3!                           + *        !!           .  .0 .           !
 2000.4!                          * +         !!           . 0.  .           !
 2001.1!                          +  *        !!           .  . 0.           !
 2001.2!                            *+        !!           .  0  .           !
 2001.3!                            +         !!           .  0  .           !
 2001.4!                            +         !!           .  0  .           !
 2002.1!                           +  *       !!           .  . 0.           !
 2002.2!                            *+        !!           . 0.  .           !
 2002.3!                            +*        !!           .  .0 .           !
 2002.4!                            +  *      !!           .  . 0.           !
 2003.1!                              +       !!           .  0  .           !
 2003.2!                              + *     !!           .  . 0.           !
 2003.3!                               *+     !!           .  0  .           !
 2003.4!                              +       !!           . 0.  .           !
 2004.1!                             +        !!           .  0  .           !
 2004.2!                             +        !!           .  0  .           !
 2004.3!                             +*       !!           .  .0 .           !
 2004.4!                             +        !!           . 0.  .           !
 2005.1!                             + *      !!           .  . 0.           !
 2005.2!                            * +       !!           .0 .  .           !
 2005.3!                            +         !!           .  0  .           !
 2005.4!                           *+         !!           .  0  .           !
 2006.1!                           +*         !!           .  .0 .           !
 2006.2!                            + *       !!           .  . 0.           !
 2006.3!                            * +       !!           . 0.  .           !
 2006.4!                            +         !!           .  0  .           !
 2007.1!                            +  *      !!           .  . 0.           !
 2007.2!                               + *    !!           .  . 0.           !
 2007.3!                              * +     !!           .0 .  .           !
 2007.4!                              + *     !!           .  . 0.           !
 2008.1!                                +   * !!           .  .  0           !
 2008.2!                                   + *!!           .  . 0.           !
 2008.3!                                 *  + !!           .0 .  .           !
 2008.4!                             *  +     !!           0  .  .           !
 2009.1!                             +     *  !!           .  .  . 0         !
 2009.2!                                 * +  !!           . 0.  .           !
 2009.3!                                 +    !!           .  0  .           !
 2009.4!                                + *   !!           .  . 0.           !
 2010.1!                                 +   *!!           .  .  0           !
 2010.2!                                   *+ !!           . 0.  .           !
 2010.3!                                  +*  !!           .  .0 .           !
 2010.4!                                   + *!!           .  . 0.           !
 2011.1!                                    + *!           .  . 0.           !
 2011.2!                                     +*!           .  .0 .           !
 2011.3!                                    *+!!           . 0.  .           !
 2011.4!                                   +* !!           .  0  .           !
 2012.1!                                  *+  !!           . 0.  .           !
 2012.2!                                 +   *!!           .  .  0           !
 2012.3!                               *    + !!           0  .  .           !
 2012.4!                               +      !!           .  0  .           !


     23.08 percent of the residuals exceed 1 SE
      4.40 percent of the residuals exceed 2 SE
@EQ  1741 LAAPHPA C LAPHPA(-1) PPHPA;SMPL 1975.2 2012.4;OLS;EST 1741 PLOT=0;EN
@EQ  1742 LAATHPA C LATHPA(-1) PTHPA;SMPL 1974.2 2012.4;OLS;EST 1742 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHPA=CHPX$Q/PAPMM;                                                     
 GENR LAACHPA=LOG(AACHPA+.00001);                                             
 GENR LACHPA=LOG(ACHPA+.00001);                                               
 LHS AACHPA=EXP(LAACHPA)-.00001;                                              
  EQ 1743 LAACHPA C LACHPA(-1) PCHPA;                                         
EQUATION 1145  LAACHPA  
   RHS     C  LACHPA(-1)  PCHPA  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1145 PLOT=0;END;                                                     

Equation number = 1145
**********************

Dependent variable = LAACHPA 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -2.702414842

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.234432481       0.193554167  -1.21120     1.000000
13844 LACHPA  ( -1)       0.883354282       0.047805701  18.47801    -2.717342
13842 PCHPA   (  0)      -0.041955859       0.128523146  -0.32645     1.611367

SE of equation            =     0.345656138
Sum of squared residuals  =  14.6958144      -0.264410716E-11
Average absolute error    =     0.267489035
Sum of ABS residuals      =  33.7036184    
R squared                 =   0.77611
Durbin-Watson statistic   =   2.62297
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!            *+                        !!         .   0.    .         !
 1981.4!             +                        !!         .    0    .         !
 1982.1!          *   +                       !!         .0   .    .         !
 1982.2!        *  +                          !!         . 0  .    .         !
 1982.3!       *  +                           !!         . 0  .    .         !
 1982.4!         +   *                        !!         .    .    0         !
 1983.1!          *   +                       !!         .0   .    .         !
 1983.2!        *  +                          !!         . 0  .    .         !
 1983.3!        *+                            !!         .  0 .    .         !
 1983.4!         +     *                      !!         .    .    .0        !
 1984.1!              * +                     !!         .  0 .    .         !
 1984.2!         *     +                      !!        0.    .    .         !
 1984.3!       *  +                           !!         . 0  .    .         !
 1984.4!         +   *                        !!         .    .   0.         !
 1985.1!      *       +                       !!      0  .    .    .         !
 1985.2! *     +                              !!        0.    .    .         !
 1985.3!  * +                                 !!         .  0 .    .         !
 1985.4!    +       *                         !!         .    .    .  0      !
 1986.1*             +                        !0         .    .    .         !
 1986.2!  +    *                              !!         .    .    .0        !
 1986.3!         +  *                         !!         .    .  0 .         !
 1986.4!           * +                        !!         .  0 .    .         !
 1987.1!      *     +                         !!       0 .    .    .         !
 1987.2!        +      *                      !!         .    .    . 0       !
 1987.3!                + *                   !!         .    .  0 .         !
 1987.4!           *       +                  !!      0  .    .    .         !
 1988.1!     *      +                         !!       0 .    .    .         !
 1988.2!       +*                             !!         .    .0   .         !
 1988.3!          +*                          !!         .    .0   .         !
 1988.4!            +     *                   !!         .    .    .0        !
 1989.1!         *        +                   !!     0   .    .    .         !
 1989.2!           +                          !!         .    .0   .         !
 1989.3!         *  +                         !!         .0   .    .         !
 1989.4!          +       *                   !!         .    .    .  0      !
 1990.1!        *          +                  !!  0      .    .    .         !
 1990.2!         + *                          !!         .    .0   .         !
 1990.3!            +        *                !!         .    .    .    0    !
 1990.4!                      +  *            !!         .    .  0 .         !
 1991.1!              *         +             !!   0     .    .    .         !
 1991.2!               +   *                  !!         .    .   0.         !
 1991.3!                  * +                 !!         .   0.    .         !
 1991.4!                   +  *               !!         .    .   0.         !
 1992.1!           *          +               !!  0      .    .    .         !
 1992.2!            +     *                   !!         .    .    .0        !
 1992.3!                  +                   !!         .    0    .         !
 1992.4!                   +*                 !!         .    .0   .         !
 1993.1!           *        +                 !!    0    .    .    .         !
 1993.2!            +         *               !!         .    .    .     0   !
 1993.3!                      + *             !!         .    . 0  .         !
 1993.4!                    *   +             !!         .0   .    .         !
 1994.1!        *           +                 !!  0      .    .    .         !
 1994.2!          +        *                  !!         .    .    .   0     !
 1994.3!                 * +                  !!         .  0 .    .         !
 1994.4!                  +*                  !!         .    .0   .         !
 1995.1!               *   +                  !!         .0   .    .         !
 1995.2!                +      *              !!         .    .    . 0       !
 1995.3!                  *    +              !!         .0   .    .         !
 1995.4!                   + *                !!         .    . 0  .         !
 1996.1!           *         +                !!    0    .    .    .         !
 1996.2!             + *                      !!         .    .  0 .         !
 1996.3!              * +                     !!         . 0  .    .         !
 1996.4!               + *                    !!         .    .  0 .         !
 1997.1!        *         +                   !!     0   .    .    .         !
 1997.2!          +     *                     !!         .    .    .0        !
 1997.3!                *+                    !!         .    0    .         !
 1997.4!                 +*                   !!         .    .0   .         !
 1998.1!          *       +                   !!      0  .    .    .         !
 1998.2!            + *                       !!         .    .  0 .         !
 1998.3!              *+                      !!         .   0.    .         !
 1998.4!              *+                      !!         .   0.    .         !
 1999.1!         *    +                       !!         0    .    .         !
 1999.2!          + *                         !!         .    . 0  .         !
 1999.3!             +  *                     !!         .    .  0 .         !
 1999.4!                +*                    !!         .    .0   .         !
 2000.1!            *    +                    !!         0    .    .         !
 2000.2!             + *                      !!         .    . 0  .         !
 2000.3!                +  *                  !!         .    .   0.         !
 2000.4!                 * +                  !!         .  0 .    .         !
 2001.1!              *  +                    !!         .0   .    .         !
 2001.2!              +    *                  !!         .    .    0         !
 2001.3!                  *+                  !!         .   0.    .         !
 2001.4!               *  +                   !!         . 0  .    .         !
 2002.1!                +*                    !!         .    . 0  .         !
 2002.2!                  +      *            !!         .    .    .  0      !
 2002.3!                        +             !!         .    0    .         !
 2002.4!                       *+             !!         .    0    .         !
 2003.1!                     * +              !!         .  0 .    .         !
 2003.2!                     +     *          !!         .    .    .0        !
 2003.3!                          + *         !!         .    . 0  .         !
 2003.4!                           +  *       !!         .    .   0.         !
 2004.1!                      *      +        !!      0  .    .    .         !
 2004.2!                      +    *          !!         .    .    0         !
 2004.3!                          +  *        !!         .    .  0 .         !
 2004.4!                            +  *      !!         .    .  0 .         !
 2005.1!                          *   +       !!         .0   .    .         !
 2005.2!                          +   *       !!         .    .    0         !
 2005.3!                             +   *    !!         .    .  0 .         !
 2005.4!                               *+     !!         .    0    .         !
 2006.1!                            * +       !!         .  0 .    .         !
 2006.2!                            +   *     !!         .    .   0.         !
 2006.3!                               + *    !!         .    .  0 .         !
 2006.4!                                +     !!         .    0    .         !
 2007.1!                               +      !!         .    0    .         !
 2007.2!                              +    *  !!         .    .    0         !
 2007.3!                                 +*   !!         .    .0   .         !
 2007.4!                                 + *  !!         .    . 0  .         !
 2008.1!                                 *+   !!         .   0.    .         !
 2008.2!                               +   *  !!         .    .   0.         !
 2008.3!                                  +   !!         .    .0   .         !
 2008.4!                                *+    !!         .   0.    .         !
 2009.1!                               +      !!         .    .0   .         !
 2009.2!                              +   *   !!         .    .  0 .         !
 2009.3!                                +  *  !!         .    .  0 .         !
 2009.4!                                 + *  !!         .    . 0  .         !
 2010.1!                                  +   !!         .    0    .         !
 2010.2!                                 +  * !!         .    .   0.         !
 2010.3!                                   +* !!         .    .0   .         !
 2010.4!                                  +*  !!         .    0    .         !
 2011.1!                                 + *  !!         .    . 0  .         !
 2011.2!                                  +  *!!         .    .  0 .         !
 2011.3!                                   + *!!         .    . 0  .         !
 2011.4!                                    +*!!         .    .0   .         !
 2012.1!                                   + *!!         .    . 0  .         !
 2012.2!                                    +*!!         .    . 0  .         !
 2012.3!                                    + *!         .    . 0  .         !
 2012.4!                                    + *!         .    . 0  .         !


     26.98 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
@@EQ 1744 LAAARPA C LAARPA(-1) PARPA;SMPL 1996.3 2012.4;OLS;EST 1744 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRPA=BRPX$Q/PAPMM;                                                     
 GENR LAABRPA=LOG(AABRPA+.00001);                                             
 GENR LABRPA=LOG(ABRPA+.00001);                                               
 LHS AABRPA=EXP(LAABRPA)-.00001;                                              
  EQ 1745 LAABRPA C LABRPA(-1) PBRPA;                                         
EQUATION 1146  LAABRPA  
   RHS     C  LABRPA(-1)  PBRPA  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1146 PLOT=0;END;                                                     

Equation number = 1146
**********************

Dependent variable = LAABRPA 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.134356295

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.346906295       0.409824628  -5.72661     1.000000
13847 LABRPA  ( -1)       0.325898135       0.082465422   3.95194    -5.129012
13845 PBRPA   (  0)      -0.805715451       0.212902271  -3.78444     1.384998

SE of equation            =     0.532461132
Sum of squared residuals  =  34.8723274      -0.126432198E-11
Average absolute error    =     0.395058544
Sum of ABS residuals      =  49.7773766    
R squared                 =   0.28905
Durbin-Watson statistic   =   1.97149
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                      +               !!         .   0.    .         !
 1981.4!                      +     *         !!         .    .    0         !
 1982.1!                 *      +             !!        0.    .    .         !
 1982.2!                   +      *           !!         .    .    .0        !
 1982.3!                       +*             !!         .    0    .         !
 1982.4!                      +  *            !!         .    . 0  .         !
 1983.1!                   *  +               !!         .  0 .    .         !
 1983.2!                   +              *   !!         .    .    .      0  !
 1983.3!                        +             !!         .    0    .         !
 1983.4!                  *  +                !!         .  0 .    .         !
 1984.1!                    + *               !!         .    .0   .         !
 1984.2!                       +              *!         .    .    .      0  !
 1984.3!                         +         *  !!         .    .    .  0      !
 1984.4!                      *  +            !!         .  0 .    .         !
 1985.1!                 *   +                !!         .0   .    .         !
 1985.2!               *    +                 !!         .0   .    .         !
 1985.3!                    +*                !!         .    .0   .         !
 1985.4!                    *+                !!         .   0.    .         !
 1986.1!                       +*             !!         .    .0   .         !
 1986.2!                        +   *         !!         .    .  0 .         !
 1986.3!                          + *         !!         .    .0   .         !
 1986.4!                    *   +             !!         . 0  .    .         !
 1987.1!                    *  +              !!         .  0 .    .         !
 1987.2!                *     +               !!         .0   .    .         !
 1987.3!                   * +                !!         .   0.    .         !
 1987.4!                *      +              !!         0    .    .         !
 1988.1!                      +   *           !!         .    .  0 .         !
 1988.2!                        +    *        !!         .    .   0.         !
 1988.3!                        + *           !!         .    . 0  .         !
 1988.4!                      *  +            !!         .  0 .    .         !
 1989.1!                       + *            !!         .    . 0  .         !
 1989.2!                   *    +             !!         .0   .    .         !
 1989.3!                     +                !!         .    0    .         !
 1989.4!                       +        *     !!         .    .    . 0       !
 1990.1!                        *   +         !!         . 0  .    .         !
 1990.2!                        +*            !!         .    .0   .         !
 1990.3!                  *     +             !!         0    .    .         !
 1990.4!              *         +             !!      0  .    .    .         !
 1991.1!                       +  *           !!         .    . 0  .         !
 1991.2!                           +       *  !!         .    .    . 0       !
 1991.3!                             +  *     !!         .    . 0  .         !
 1991.4!                       *    +         !!         0    .    .         !
 1992.1!                      +*              !!         .    .0   .         !
 1992.2!                        +             !!         .    0    .         !
 1992.3!                         +     *      !!         .    .    0         !
 1992.4!                            +  *      !!         .    . 0  .         !
 1993.1!                      *   +           !!         . 0  .    .         !
 1993.2!                       + *            !!         .    .0   .         !
 1993.3!                         +     *      !!         .    .    0         !
 1993.4!                         +            !!         .    0    .         !
 1994.1!           *           +              !!    0    .    .    .         !
 1994.2!                *+                    !!         .   0.    .         !
 1994.3!               *   +                  !!         . 0  .    .         !
 1994.4!                   +                  !!         .   0.    .         !
 1995.1!                      + *             !!         .    . 0  .         !
 1995.2!                        +     *       !!         .    .    0         !
 1995.3!                          +     *     !!         .    .    0         !
 1995.4!                         *+           !!         .   0.    .         !
 1996.1!                     * +              !!         .  0 .    .         !
 1996.2!                   * +                !!         .   0.    .         !
 1996.3!                   +           *      !!         .    .    .   0     !
 1996.4!                      *  +            !!         .  0 .    .         !
 1997.1!         *           +                !!    0    .    .    .         !
 1997.2!              +          *            !!         .    .    .   0     !
 1997.3!              *   +                   !!         . 0  .    .         !
 1997.4!*              +                      !!  0      .    .    .         !
 1998.1!  *           +                       !!     0   .    .    .         !
 1998.2!            +              *          !!         .    .    .      0  !
 1998.3!      *              +                !!  0      .    .    .         !
 1998.4!              +  *                    !!         .    . 0  .         !
 1999.1!               + *                    !!         .    .0   .         !
 1999.2!       *        +                     !!       0 .    .    .         !
 1999.3!          *  +                        !!         . 0  .    .         !
 1999.4!              +                       !!         .    0    .         !
 2000.1!   *            +                     !!    0    .    .    .         !
 2000.2!          *+                          !!         .   0.    .         !
 2000.3!        *   +                         !!         .0   .    .         !
 2000.4!           +                 *        !!         .    .    .        0!
 2001.1!                    +        *        !!         .    .    . 0       !
 2001.2!                   +   *              !!         .    .  0 .         !
 2001.3!               * +                    !!         .  0 .    .         !
 2001.4!          *    +                      !!         .0   .    .         !
 2002.1!         *   +                        !!         . 0  .    .         !
 2002.2*           +                          !!     0   .    .    .         !
 2002.3!              +  *                    !!         .    . 0  .         !
 2002.4!     *            +                   !!    0    .    .    .         !
 2003.1!  *            +                      !!   0     .    .    .         !
 2003.2!        *   +                         !!         . 0  .    .         !
 2003.3!               +*                     !!         .    .0   .         !
 2003.4!                 *+                   !!         .   0.    .         !
 2004.1!         *            +               !!    0    .    .    .         !
 2004.2!          *   +                       !!         . 0  .    .         !
 2004.3!                +       *             !!         .    .    . 0       !
 2004.4!                      +               !!         .    0    .         !
 2005.1!                      +               !!         .    0    .         !
 2005.2!              *    +                  !!         .0   .    .         !
 2005.3!                 +                  * !!         .    .    .         0
 2005.4!                         +      *     !!         .    .    .0        !
 2006.1!                  *    +              !!         .0   .    .         !
 2006.2!                  +  *                !!         .    . 0  .         !
 2006.3!                    +    *            !!         .    .  0 .         !
 2006.4!                    + *               !!         .    . 0  .         !
 2007.1!                *  +                  !!         . 0  .    .         !
 2007.2!                +                     !!         .    0    .         !
 2007.3!                 *+                   !!         .   0.    .         !
 2007.4!                *+                    !!         .   0.    .         !
 2008.1!                 +          *         !!         .    .    .   0     !
 2008.2!                *     +               !!         0    .    .         !
 2008.3!                 +   *                !!         .    .   0.         !
 2008.4!               +       *              !!         .    .    .0        !
 2009.1!                +      *              !!         .    .    .0        !
 2009.2!                  *+                  !!         .   0.    .         !
 2009.3!                   *+                 !!         .    0    .         !
 2009.4!                   + *                !!         .    . 0  .         !
 2010.1!            *       +                 !!        0.    .    .         !
 2010.2!               +                      !!         .    0    .         !
 2010.3!                +                 *   !!         .    .    .        0!
 2010.4!                      + *             !!         .    .0   .         !
 2011.1!       *          +                   !!     0   .    .    .         !
 2011.2!            + *                       !!         .    .0   .         !
 2011.3!              +*                      !!         .    .0   .         !
 2011.4!               + *                    !!         .    . 0  .         !
 2012.1!        *      +                      !!        0.    .    .         !
 2012.2!            +*                        !!         .    .0   .         !
 2012.3!              +*                      !!         .    .0   .         !
 2012.4!                 +    *               !!         .    .   0.         !


     26.98 percent of the residuals exceed 1 SE
      6.35 percent of the residuals exceed 2 SE
@@EQ 1746 LAACEPA C LACEPA(-1) PCEPA;SMPL 2003.2 2012.4;OLS;EST 1746 PLOT=0;EN
@EQ  1747 LAAMEPA C LAMEPA(-1) PMEPA;SMPL 1987.2 2012.4;OLS;EST 1747 PLOT=0;EN
@@EQ 1748 LAAPEPA C LAPEPA(-1) PPEPA;SMPL 1995.3 2012.4;OLS;EST 1748 PLOT=0;EN
@@EQ 1749 LAATUPA C LATUPA(-1) PTUPA;SMPL 1994.3 2012.4;OLS;EST 1749 PLOT=0;EN
@EQ  1750 LAAPDPA C LAPDPA(-1) PPDPA;SMPL 1981.3 2012.4;OLS;EST 1750 PLOT=0;EN
@@EQ 1751 LAARUPA C LARUPA(-1) PRUPA;SMPL 1992.3 2012.4;OLS;EST 1751 PLOT=0;EN
@@EQ 1752 LAAUEPA C LAUEPA(-1) PUEPA;SMPL 1995.3 2012.4;OLS;EST 1752 PLOT=0;EN
@EQ  1753 LAAEGPA C LAEGPA(-1) PEGPA;SMPL 1987.3 2012.4;OLS;EST 1753 PLOT=0;EN
@@EQ 1754 LAAISPA C LAISPA(-1) PISPA;SMPL 2013.1 2012.4;OLS;EST 1754 PLOT=0;EN
@EQ  1755 LAAKEPA C LAKEPA(-1) PKEPA;SMPL 1966.1 2012.4;OLS;EST 1755 PLOT=0;EN
@EQ  1756 LAABAPA C LABAPA(-1) PBAPA;SMPL 1976.3 2012.4;OLS;EST 1756 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKPA=HKPX$/PAPMM;                                                      
 GENR LAAHKPA=LOG(AAHKPA+.00001);                                             
 GENR LAHKPA=LOG(AHKPA+.00001);                                               
 LHS AAHKPA=EXP(LAAHKPA)-.00001;                                              
  EQ 1757 LAAHKPA C LAHKPA(-1) PHKPA;                                         
EQUATION 1147  LAAHKPA  
   RHS     C  LAHKPA(-1)  PHKPA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1147 PLOT=0;END;                                                     

Equation number = 1147
**********************

Dependent variable = LAAHKPA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.415008107

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.700972857       0.175564864  -3.99267     1.000000
13850 LAHKPA  ( -1)       0.838915740       0.038134039  21.99913    -5.420652
13848 PHKPA   (  0)      -0.082973903       0.030711463  -2.70172     2.007438

SE of equation            =     0.185569848
Sum of squared residuals  =  6.37069114       0.424815738E-10
Average absolute error    =     0.138047215
Sum of ABS residuals      =  25.9528765    
R squared                 =   0.83331
Durbin-Watson statistic   =   2.26423
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!          *   +                       !!           0  .  .           !
 1966.2!         *  +                         !!           0  .  .           !
 1966.3!      *    +                          !!         0 .  .  .           !
 1966.4!   *    +                             !!         0 .  .  .           !
 1967.1*      +                               !!        0  .  .  .           !
 1967.2!   +*                                 !!           .  .0 .           !
 1967.3!      *+                              !!           . 0.  .           !
 1967.4!        +                             !!           .  0  .           !
 1968.1!         *+                           !!           . 0.  .           !
 1968.2!           +                          !!           .  .0 .           !
 1968.3!          * +                         !!           .0 .  .           !
 1968.4!         *  +                         !!           0  .  .           !
 1969.1!          +   *                       !!           .  .  0           !
 1969.2!          *     +                     !!         0 .  .  .           !
 1969.3!         *   +                        !!           0  .  .           !
 1969.4!        *  +                          !!           0  .  .           !
 1970.1!          +                           !!           .  0  .           !
 1970.2!        *   +                         !!          0.  .  .           !
 1970.3!           + *                        !!           .  . 0.           !
 1970.4!              +                       !!           . 0.  .           !
 1971.1!               +                      !!           .  0  .           !
 1971.2!                 +    *               !!           .  .  . 0         !
 1971.3!                     *+               !!           . 0.  .           !
 1971.4!                     +     *          !!           .  .  . 0         !
 1972.1!                          +*          !!           .  0  .           !
 1972.2!                         +            !!           . 0.  .           !
 1972.3!                        +  *          !!           .  .  0           !
 1972.4!                         +  *         !!           .  . 0.           !
 1973.1!          *               +           !0           .  .  .           !
 1973.2!     *    +                           !!          0.  .  .           !
 1973.3!      +                               !!           . 0.  .           !
 1973.4!      +      *                        !!           .  .  .  0        !
 1974.1!           *+                         !!           . 0.  .           !
 1974.2!           +  *                       !!           .  . 0.           !
 1974.3!          *  +                        !!           0  .  .           !
 1974.4!          +    *                      !!           .  .  .0          !
 1975.1!                 +        *           !!           .  .  .    0      !
 1975.2!                      *   +           !!           0  .  .           !
 1975.3!                       +        *     !!           .  .  .    0      !
 1975.4!                          *    +      !!          0.  .  .           !
 1976.1!                           + *        !!           .  . 0.           !
 1976.2!                            +     *   !!           .  .  . 0         !
 1976.3!                              * +     !!           .0 .  .           !
 1976.4!                             +        !!           .  0  .           !
 1977.1!                            +   *     !!           .  .  .0          !
 1977.2!                              *+      !!           . 0.  .           !
 1977.3!                             +    *   !!           .  .  .0          !
 1977.4!                               *+     !!           . 0.  .           !
 1978.1!                              +       !!           . 0.  .           !
 1978.2!                             +*       !!           .  .0 .           !
 1978.3!                            *+        !!           . 0.  .           !
 1978.4!                            +    *    !!           .  .  . 0         !
 1979.1!                                +*    !!           .  0  .           !
 1979.2!                                +   * !!           .  .  .0          !
 1979.3!                               *   +  !!          0.  .  .           !
 1979.4!                               +      !!           .  .0 .           !
 1980.1!                            *  +      !!           0  .  .           !
 1980.2!                             +  *     !!           .  .  0           !
 1980.3!                               +      !!           . 0.  .           !
 1980.4!                               +*     !!           .  . 0.           !
 1981.1!                                + *   !!           .  . 0.           !
 1981.2!                                *+    !!           . 0.  .           !
 1981.3!                               +     *!!           .  .  . 0         !
 1981.4!                                   +* !!           .  0  .           !
 1982.1!                           *      +   !!        0  .  .  .           !
 1982.2!                        *  +          !!           .0 .  .           !
 1982.3!                        +*            !!           .  .0 .           !
 1982.4!                        * +           !!           . 0.  .           !
 1983.1!                         +*           !!           .  .0 .           !
 1983.2!                       *  +           !!           0  .  .           !
 1983.3!                      * +             !!           . 0.  .           !
 1983.4!                       + *            !!           .  . 0.           !
 1984.1!                        * +           !!           .0 .  .           !
 1984.2!                         +*           !!           .  .0 .           !
 1984.3!                          + *         !!           .  .0 .           !
 1984.4!                        *   +         !!          0.  .  .           !
 1985.1!                         +  *         !!           .  .  0           !
 1985.2!                  *         +         !!     0     .  .  .           !
 1985.3!                    +  *              !!           .  .  0           !
 1985.4!                    *   +             !!          0.  .  .           !
 1986.1!                     +   *            !!           .  .  .0          !
 1986.2!                          +           !!           .  0  .           !
 1986.3!                           +   *      !!           .  .  .0          !
 1986.4!                             * +      !!           . 0.  .           !
 1987.1!                             +        !!           .  0  .           !
 1987.2!                             +  *     !!           .  .  0           !
 1987.3!                               +*     !!           .  .0 .           !
 1987.4!                              * +     !!           .0 .  .           !
 1988.1!                             *+       !!           .0 .  .           !
 1988.2!                             +   *    !!           .  .  .0          !
 1988.3!                                +     !!           . 0.  .           !
 1988.4!                              *+      !!           .0 .  .           !
 1989.1!                             *+       !!           . 0.  .           !
 1989.2!                             + *      !!           .  . 0.           !
 1989.3!                           *   +      !!           0  .  .           !
 1989.4!                            + *       !!           .  . 0.           !
 1990.1!                             +  *     !!           .  . 0.           !
 1990.2!                             * +      !!           .0 .  .           !
 1990.3!                             + *      !!           .  . 0.           !
 1990.4!                               +   *  !!           .  .  .0          !
 1991.1!                                  +*  !!           .  .0 .           !
 1991.2!                                * +   !!           .0 .  .           !
 1991.3!                                +     !!           .  0  .           !
 1991.4!                             *  +     !!           .0 .  .           !
 1992.1!                             + *      !!           .  . 0.           !
 1992.2!                              *+      !!           . 0.  .           !
 1992.3!                              +  *    !!           .  .  0           !
 1992.4!                                +     !!           .  0  .           !
 1993.1!                               *+     !!           . 0.  .           !
 1993.2!                              *+      !!           . 0.  .           !
 1993.3!                              + *     !!           .  . 0.           !
 1993.4!                             * +      !!           .0 .  .           !
 1994.1!                          *  +        !!           0  .  .           !
 1994.2!                          +*          !!           .  .0 .           !
 1994.3!                           +   *      !!           .  .  .0          !
 1994.4!                            *  +      !!           .0 .  .           !
 1995.1!                            + *       !!           .  .0 .           !
 1995.2!                             *+       !!           . 0.  .           !
 1995.3!                             +  *     !!           .  . 0.           !
 1995.4!                             * +      !!           .0 .  .           !
 1996.1!                             +*       !!           .  .0 .           !
 1996.2!                           *  +       !!           .0 .  .           !
 1996.3!                           +*         !!           .  .0 .           !
 1996.4!                            +         !!           .  0  .           !
 1997.1!                         *  +         !!           .0 .  .           !
 1997.2!                        *+            !!           . 0.  .           !
 1997.3!                        +  *          !!           .  .  0           !
 1997.4!                           +*         !!           .  .0 .           !
 1998.1!                            +*        !!           .  .0 .           !
 1998.2!                            +         !!           .  0  .           !
 1998.3!                            +*        !!           .  .0 .           !
 1998.4!                             +        !!           .  .0 .           !
 1999.1!                        *   +         !!          0.  .  .           !
 1999.2!                        +*            !!           .  .0 .           !
 1999.3!                        +    *        !!           .  .  .0          !
 1999.4!                            +*        !!           .  .0 .           !
 2000.1!                            + *       !!           .  . 0.           !
 2000.2!                             +        !!           .  0  .           !
 2000.3!                            +    *    !!           .  .  .0          !
 2000.4!                              *+      !!           . 0.  .           !
 2001.1!                             +*       !!           .  .0 .           !
 2001.2!                             + *      !!           .  . 0.           !
 2001.3!                              +*      !!           .  .0 .           !
 2001.4!                          *  +        !!           0  .  .           !
 2002.1!                         +  *         !!           .  . 0.           !
 2002.2!                           +      *   !!           .  .  .  0        !
 2002.3!                                +*    !!           .  .0 .           !
 2002.4!                               *+     !!           . 0.  .           !
 2003.1!                              +*      !!           .  0  .           !
 2003.2!                              +  *    !!           .  . 0.           !
 2003.3!                                +  *  !!           .  . 0.           !
 2003.4!                               *  +   !!           .0 .  .           !
 2004.1!                              *+      !!           . 0.  .           !
 2004.2!                             *+       !!           . 0.  .           !
 2004.3!                             +   *    !!           .  .  0           !
 2004.4!                                 +    !!           .  0  .           !
 2005.1!                                 +    !!           .  .0 .           !
 2005.2!                               * +    !!           .0 .  .           !
 2005.3!                              *+      !!           . 0.  .           !
 2005.4!                              +*      !!           .  .0 .           !
 2006.1!                               +*     !!           .  .0 .           !
 2006.2!                               *+     !!           . 0.  .           !
 2006.3!                               *+     !!           . 0.  .           !
 2006.4!                               +      !!           .  0  .           !
 2007.1!                               +*     !!           .  .0 .           !
 2007.2!                               *+     !!           . 0.  .           !
 2007.3!                           *    +     !!          0.  .  .           !
 2007.4!                            +   *     !!           .  .  .0          !
 2008.1!                               * +    !!           . 0.  .           !
 2008.2!                               *+     !!           . 0.  .           !
 2008.3!                           *    +     !!          0.  .  .           !
 2008.4!                       *    +         !!         0 .  .  .           !
 2009.1!                        +             !!           .  0  .           !
 2009.2!                         +            !!           .  0  .           !
 2009.3!                          +           !!           .  0  .           !
 2009.4!                           +          !!           .  0  .           !
 2010.1!                            + *       !!           .  .  0           !
 2010.2!                            *  +      !!           .0 .  .           !
 2010.3!                             +*       !!           .  .0 .           !
 2010.4!                             *+       !!           . 0.  .           !
 2011.1!                             *+       !!           .  0  .           !
 2011.2!                             *+       !!           . 0.  .           !
 2011.3!                             +*       !!           .  0  .           !
 2011.4!                          *   +       !!          0.  .  .           !
 2012.1!                           +     *    !!           .  .  .  0        !
 2012.2!                               * +    !!           .0 .  .           !
 2012.3!                               +      *!           .  .  .  0        !
 2012.4!                               *     +!!         0 .  .  .           !


     28.72 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIPA=SIPX$/PAPMM;                                                      
 GENR LAASIPA=LOG(AASIPA+.00001);                                             
 GENR LASIPA=LOG(ASIPA+.00001);                                               
 LHS AASIPA=EXP(LAASIPA)-.00001;                                              
  EQ 1758 LAASIPA C LASIPA(-1) PSIPA;                                         
EQUATION 1148  LAASIPA  
   RHS     C  LASIPA(-1)  PSIPA  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST 1148 PLOT=0;END;                                                     

Equation number = 1148
**********************

Dependent variable = LAASIPA 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -4.145203438

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.326781444       0.124646457  -2.62167     1.000000
13853 LASIPA  ( -1)       0.887607570       0.031488669  28.18816    -4.157165
13851 PSIPA   (  0)      -0.064004715       0.049426894  -1.29494     2.007528

SE of equation            =     0.243106394
Sum of squared residuals  =  10.3426258      -0.928590538E-12
Average absolute error    =     0.181661103
Sum of ABS residuals      =  32.3356763    
R squared                 =   0.85643
Durbin-Watson statistic   =   2.35497
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3* +                                    !!          0   .   .          !
 1968.4* +                                    !!          .0  .   .          !
 1969.1! +   *                                !!          .   .   .0         !
 1969.2!     * +                              !!          .0  .   .          !
 1969.3!     * +                              !!          . 0 .   .          !
 1969.4!     * +                              !!          .0  .   .          !
 1970.1!      *+                              !!          .  0.   .          !
 1970.2!     *  +                             !!         0.   .   .          !
 1970.3!       +                              !!          .   0   .          !
 1970.4!      *  +                            !!          0   .   .          !
 1971.1!     *  +                             !!         0.   .   .          !
 1971.2!       +                              !!          .   .0  .          !
 1971.3!      *  +                            !!          0   .   .          !
 1971.4!        + *                           !!          .   .  0.          !
 1972.1!          * +                         !!          .0  .   .          !
 1972.2!         * +                          !!          0   .   .          !
 1972.3!          +*                          !!          .   .0  .          !
 1972.4!           *+                         !!          . 0 .   .          !
 1973.1!            +   *                     !!          .   .   . 0        !
 1973.2!       *         +                    !! 0        .   .   .          !
 1973.3!         +*                           !!          .   . 0 .          !
 1973.4!         * +                          !!          0   .   .          !
 1974.1!      *   +                           !!         0.   .   .          !
 1974.2!     *  +                             !!          .0  .   .          !
 1974.3!       +   *                          !!          .   .   . 0        !
 1974.4!           *+                         !!          . 0 .   .          !
 1975.1!            +   *                     !!          .   .   .0         !
 1975.2!               *+                     !!          . 0 .   .          !
 1975.3!            *  +                      !!          0   .   .          !
 1975.4!            *+                        !!          .  0.   .          !
 1976.1!           * +                        !!          .0  .   .          !
 1976.2!            +    *                    !!          .   .   . 0        !
 1976.3!             *   +                    !!         0.   .   .          !
 1976.4!             *+                       !!          .  0.   .          !
 1977.1!              +*                      !!          .   . 0 .          !
 1977.2!           *   +                      !!         0.   .   .          !
 1977.3!            +  *                      !!          .   .   0          !
 1977.4!               +*                     !!          .   .0  .          !
 1978.1!               *+                     !!          . 0 .   .          !
 1978.2!                +*                    !!          .   . 0 .          !
 1978.3!                 + *                  !!          .   . 0 .          !
 1978.4!                 * +                  !!          .0  .   .          !
 1979.1!                 +       *            !!          .   .   .      0   !
 1979.2!                         +  *         !!          .   .   .0         !
 1979.3!                           +  *       !!          .   .   0          !
 1979.4!                           * +        !!          0   .   .          !
 1980.1!                          +   *       !!          .   .   .  0       !
 1980.2!                             +        !!          .   0   .          !
 1980.3!                          * +         !!          0   .   .          !
 1980.4!                         +            !!          .  0.   .          !
 1981.1!                  *     +             !!     0    .   .   .          !
 1981.2!                  +*                  !!          .   .  0.          !
 1981.3!                *  +                  !!          0   .   .          !
 1981.4!                +                     !!          .   0   .          !
 1982.1!                + *                   !!          .   .  0.          !
 1982.2!               *  +                   !!         0.   .   .          !
 1982.3!              *+                      !!          . 0 .   .          !
 1982.4!             *+                       !!          . 0 .   .          !
 1983.1!             +                        !!          .   0   .          !
 1983.2!             *+                       !!          .  0.   .          !
 1983.3!              +*                      !!          .   . 0 .          !
 1983.4!           *   +                      !!        0 .   .   .          !
 1984.1!            +   *                     !!          .   .   . 0        !
 1984.2!                +   *                 !!          .   .   .0         !
 1984.3!                    +        *        !!          .   .   .        0 !
 1984.4!                         *  +         !!         0.   .   .          !
 1985.1!                        +    *        !!          .   .   .  0       !
 1985.2!                            +*        !!          .   . 0 .          !
 1985.3!                      *     +         !!     0    .   .   .          !
 1985.4!                *     +               !!       0  .   .   .          !
 1986.1!               * +                    !!          .0  .   .          !
 1986.2!               *+                     !!          .   0   .          !
 1986.3!                +  *                  !!          .   .   0          !
 1986.4!                   *+                 !!          .  0.   .          !
 1987.1!                   *+                 !!          .   0   .          !
 1987.2!                   *+                 !!          .  0.   .          !
 1987.3!                  *+                  !!          . 0 .   .          !
 1987.4!                   +*                 !!          .   . 0 .          !
 1988.1!                    +                 !!          .   0   .          !
 1988.2!                    +                 !!          .  0.   .          !
 1988.3!                    +*                !!          .   .0  .          !
 1988.4!                   * +                !!          .0  .   .          !
 1989.1!                   +*                 !!          .   .0  .          !
 1989.2!                    +*                !!          .   .0  .          !
 1989.3!                     +*               !!          .   .0  .          !
 1989.4!                   *  +               !!          0   .   .          !
 1990.1!                    +  *              !!          .   .   0          !
 1990.2!                      *+              !!          . 0 .   .          !
 1990.3!                      +     *         !!          .   .   .     0    !
 1990.4!                            + *       !!          .   .  0.          !
 1991.1!                             +        !!          .   0   .          !
 1991.2!                        *    +        !!       0  .   .   .          !
 1991.3!                       *+             !!          .  0.   .          !
 1991.4!                    *  +              !!          0   .   .          !
 1992.1!                     +   *            !!          .   .   .0         !
 1992.2!                        +             !!          .  0.   .          !
 1992.3!                        +             !!          .   .0  .          !
 1992.4!                       *+             !!          . 0 .   .          !
 1993.1!                      *+              !!          .  0.   .          !
 1993.2!                      + *             !!          .   . 0 .          !
 1993.3!                     *  +             !!          .0  .   .          !
 1993.4!                     + *              !!          .   . 0 .          !
 1994.1!                       + *            !!          .   .   0          !
 1994.2!                         + *          !!          .   .  0.          !
 1994.3!                        * +           !!          .0  .   .          !
 1994.4!                    *   +             !!        0 .   .   .          !
 1995.1!                    +  *              !!          .   .   .0         !
 1995.2!                       + *            !!          .   . 0 .          !
 1995.3!                         +            !!          .   .0  .          !
 1995.4!                     *   +            !!        0 .   .   .          !
 1996.1!                     +*               !!          .   .0  .          !
 1996.2!                    * +               !!          . 0 .   .          !
 1996.3!                    +*                !!          .   .0  .          !
 1996.4!                    *+                !!          . 0 .   .          !
 1997.1!                  * +                 !!          . 0 .   .          !
 1997.2!                   +                  !!          .   0   .          !
 1997.3!                   +   *              !!          .   .   . 0        !
 1997.4!                       +              !!          .   0   .          !
 1998.1!                       + *            !!          .   .  0.          !
 1998.2!                         +            !!          .   .0  .          !
 1998.3!                         + *          !!          .   .  0.          !
 1998.4!                        * +           !!          .0  .   .          !
 1999.1!                        +             !!          .   0   .          !
 1999.2!                       + *            !!          .   . 0 .          !
 1999.3!                        + *           !!          .   .  0.          !
 1999.4!                         +            !!          .  0.   .          !
 2000.1!                        + *           !!          .   . 0 .          !
 2000.2!                         + *          !!          .   . 0 .          !
 2000.3!                          + *         !!          .   . 0 .          !
 2000.4!                          *+          !!          .  0.   .          !
 2001.1!                          +  *        !!          .   .   .0         !
 2001.2!                           *+         !!          . 0 .   .          !
 2001.3!                          +*          !!          .   . 0 .          !
 2001.4!                         *+           !!          . 0 .   .          !
 2002.1!                        +  *          !!          .   .   0          !
 2002.2!                          +*          !!          .   .0  .          !
 2002.3!                          +*          !!          .   . 0 .          !
 2002.4!                          *+          !!          .  0.   .          !
 2003.1!                          + *         !!          .   .   0          !
 2003.2!                            +         !!          .   0   .          !
 2003.3!                           +          !!          .   0   .          !
 2003.4!                           +          !!          .   0   .          !
 2004.1!                           +          !!          .   .0  .          !
 2004.2!                          *+          !!          . 0 .   .          !
 2004.3!                          + *         !!          .   .  0.          !
 2004.4!                            +         !!          .   0   .          !
 2005.1!                            +         !!          .   0   .          !
 2005.2!                            + *       !!          .   .  0.          !
 2005.3!                          *  +        !!          0   .   .          !
 2005.4!                          +           !!          .   0   .          !
 2006.1!                          + *         !!          .   . 0 .          !
 2006.2!                           +          !!          .   0   .          !
 2006.3!                           +*         !!          .   .0  .          !
 2006.4!                           *+         !!          .  0.   .          !
 2007.1!                           +*         !!          .   .0  .          !
 2007.2!                           *+         !!          .   0   .          !
 2007.3!                           + *        !!          .   .  0.          !
 2007.4!                          *  +        !!          0   .   .          !
 2008.1!                          +     *     !!          .   .   .   0      !
 2008.2!                               +  *   !!          .   .   .0         !
 2008.3!                             *   +    !!        0 .   .   .          !
 2008.4!                        *    +        !!       0  .   .   .          !
 2009.1!                        +   *         !!          .   .   .0         !
 2009.2!                           +*         !!          .   .0  .          !
 2009.3!                            +*        !!          .   .0  .          !
 2009.4!                           * +        !!          . 0 .   .          !
 2010.1!                           + *        !!          .   .  0.          !
 2010.2!                            + *       !!          .   .  0.          !
 2010.3!                           *  +       !!         0.   .   .          !
 2010.4!                           +      *   !!          .   .   .      0   !
 2011.1!                                 +    *!          .   .   .  0       !
 2011.2!                          *          +!0          .   .   .          !
 2011.3!                          +        *  !!          .   .   .        0 !
 2011.4!                                  + * !!          .   . 0 .          !
 2012.1!                           *       +  !!  0       .   .   .          !
 2012.2!                         * +          !!          .0  .   .          !
 2012.3!                         +*           !!          .   .0  .          !
 2012.4!                         *+           !!          .  0.   .          !


     25.84 percent of the residuals exceed 1 SE
      5.62 percent of the residuals exceed 2 SE
@@EQ 1759 LAAVIPA C LAVIPA(-1) PVIPA;SMPL 1991.3 2012.4;OLS;EST 1759 PLOT=0;EN
@@EQ 1760 LAANIPA C LANIPA(-1) PNIPA;SMPL 2003.3 2012.4;OLS;EST 1760 PLOT=0;EN
@@EQ 1761 LAAALPA C LAALPA(-1) PALPA;SMPL 2002.4 2012.4;OLS;EST 1761 PLOT=0;EN
@@EQ 1762 LAAIAPA C LAIAPA(-1) PIAPA;SMPL 1974.4 2012.4;OLS;EST 1762 PLOT=0;EN
@@EQ 1763 LAAINPA C LAINPA(-1) PINPA;SMPL 1981.3 2012.4;OLS;EST 1763 PLOT=0;EN
@@EQ 1764 LAAIQPA C LAIQPA(-1) PIQPA;SMPL 2004.3 2012.4;OLS;EST 1764 PLOT=0;EN
@@EQ 1765 LAAKUPA C LAKUPA(-1) PKUPA;SMPL 1973.3 2012.4;OLS;EST 1765 PLOT=0;EN
@@EQ 1766 LAALIPA C LALIPA(-1) PLIPA;SMPL 2004.4 2012.4;OLS;EST 1766 PLOT=0;EN
@@EQ 1767 LAAUAPA C LAUAPA(-1) PUAPA;SMPL 1981.3 2012.4;OLS;EST 1767 PLOT=0;EN
@EQ  1768 LAAUSPH C LAUSPH(-1) PUSPH;SMPL 1966.1 2012.4;OLS;EST 1768 PLOT=0;EN
@EQ  1769 LAACAPH C LACAPH(-1) PCAPH;SMPL 1966.1 2012.4;OLS;EST 1769 PLOT=0;EN
@EQ  1770 LAAJAPH C LAJAPH(-1) PJAPH;SMPL 1966.1 2012.4;OLS;EST 1770 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUPH=AUPX$/PHPMM;                                                      
 GENR LAAAUPH=LOG(AAAUPH+.00001);                                             
 GENR LAAUPH=LOG(AAUPH+.00001);                                               
 LHS AAAUPH=EXP(LAAAUPH)-.00001;                                              
  EQ 1771 LAAAUPH C LAAUPH(-1) PAUPH;                                         
EQUATION 1149  LAAAUPH  
   RHS     C  LAAUPH(-1)  PAUPH  
 SMPL 1973.3 2012.4;                                                          
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
 OLS;EST 1149 PLOT=0;END;                                                     

Equation number = 1149
**********************

Dependent variable = LAAAUPH 

 1973.3 -   2012.4,    0 missing obs.,  158 obs. used.

Mean of dependent variable       -6.199965498

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.353581836       0.429561298  -5.47904     1.000000
13856 LAAUPH  ( -1)       0.503231568       0.070291381   7.15922    -6.206559
13854 PAUPH   (  0)      -0.685358218       0.317009921  -2.16195     1.054992

SE of equation            =     0.459627838
Sum of squared residuals  =  32.7449512      -0.243627341E-11
Average absolute error    =     0.321486476
Sum of ABS residuals      =  50.7948632    
R squared                 =   0.34661
Durbin-Watson statistic   =   1.96486
SMPL and No. Obs.         = 1973.3   2012.4    158

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.3!  +                                   !!           .  0  .           !
 1973.4*     +                                !!           0  .  .           !
 1974.1!   +         *                        !!           .  .  . 0         !
 1974.2!             +        *               !!           .  .  . 0         !
 1974.3!  *              +                    !!       0   .  .  .           !
 1974.4!      +*                              !!           .  .0 .           !
 1975.1!     * +                              !!           . 0.  .           !
 1975.2!      +*                              !!           .  .0 .           !
 1975.3!    *   +                             !!           .0 .  .           !
 1975.4!      +  *                            !!           .  . 0.           !
 1976.1!          +*                          !!           .  0  .           !
 1976.2!  *        +                          !!          0.  .  .           !
 1976.3!     +           *                    !!           .  .  .  0        !
 1976.4!    *         +                       !!         0 .  .  .           !
 1977.1!  *     +                             !!           0  .  .           !
 1977.2!    * +                               !!           . 0.  .           !
 1977.3!       + *                            !!           .  .0 .           !
 1977.4!         +*                           !!           .  0  .           !
 1978.1!  *      +                            !!          0.  .  .           !
 1978.2!    * +                               !!           . 0.  .           !
 1978.3!        +   *                         !!           .  . 0.           !
 1978.4!           +   *                      !!           .  . 0.           !
 1979.1!              +*                      !!           .  .0 .           !
 1979.2!             *+                       !!           .  0  .           !
 1979.3!             +                 *      !!           .  .  .     0     !
 1979.4!                    * +               !!           . 0.  .           !
 1980.1!   *            +                     !!       0   .  .  .           !
 1980.2!       +           *                  !!           .  .  .  0        !
 1980.3!           *   +                      !!           .0 .  .           !
 1980.4!            +           *             !!           .  .  .  0        !
 1981.1!              *    +                  !!           0  .  .           !
 1981.2!      *       +                       !!          0.  .  .           !
 1981.3!          +           *               !!           .  .  .  0        !
 1981.4!                  +     *             !!           .  .  0           !
 1982.1!                   + *                !!           .  .0 .           !
 1982.2!                  +    *              !!           .  .  0           !
 1982.3!                   +      *           !!           .  .  0           !
 1982.4!                    +                 *!           .  .  .    0      !
 1983.1!                          +       *   !!           .  .  .0          !
 1983.2!                *       +             !!          0.  .  .           !
 1983.3!                +*                    !!           .  0  .           !
 1983.4!                 + *                  !!           .  .0 .           !
 1984.1!                 +    *               !!           .  . 0.           !
 1984.2!                   +   *              !!           .  . 0.           !
 1984.3!                    +           *     !!           .  .  .  0        !
 1984.4!                         +    *       !!           .  .  0           !
 1985.1!                   *     +            !!           0  .  .           !
 1985.2!              *   +                   !!           .0 .  .           !
 1985.3!              *+                      !!           . 0.  .           !
 1985.4!           *   +                      !!           .0 .  .           !
 1986.1!          *  +                        !!           . 0.  .           !
 1986.2!            +   *                     !!           .  . 0.           !
 1986.3!           *  +                       !!           .0 .  .           !
 1986.4!           +   *                      !!           .  . 0.           !
 1987.1!    *         +                       !!         0 .  .  .           !
 1987.2!        +*                            !!           .  0  .           !
 1987.3!          +                           !!           .  0  .           !
 1987.4!      *  +                            !!           . 0.  .           !
 1988.1!    *   +                             !!           .0 .  .           !
 1988.2!    *   +                             !!           .0 .  .           !
 1988.3!        + *                           !!           .  .0 .           !
 1988.4!           +*                         !!           .  0  .           !
 1989.1!           *+                         !!           . 0.  .           !
 1989.2!            *+                        !!           .  0  .           !
 1989.3!             +                        !!           .  0  .           !
 1989.4!             +                        !!           .  0  .           !
 1990.1!            +   *                     !!           .  . 0.           !
 1990.2!             +         *              !!           .  .  . 0         !
 1990.3!                +   *                 !!           .  . 0.           !
 1990.4!              +  *                    !!           .  .0 .           !
 1991.1!           * +                        !!           . 0.  .           !
 1991.2!          +     *                     !!           .  .  0           !
 1991.3!             *+                       !!           . 0.  .           !
 1991.4!           +                          !!           .  0  .           !
 1992.1!        *  +                          !!           . 0.  .           !
 1992.2*         +                            !!         0 .  .  .           !
 1992.3!    +   *                             !!           .  . 0.           !
 1992.4!         +                            !!           .  0  .           !
 1993.1!        * +                           !!           . 0.  .           !
 1993.2!       *  +                           !!           .0 .  .           !
 1993.3!         +   *                        !!           .  . 0.           !
 1993.4!      *     +                         !!           0  .  .           !
 1994.1!    *    +                            !!           .0 .  .           !
 1994.2!  *     +                             !!           0  .  .           !
 1994.3!     * +                              !!           . 0.  .           !
 1994.4!        + *                           !!           .  .0 .           !
 1995.1!      *   +                           !!           .0 .  .           !
 1995.2!        +                             !!           .  0  .           !
 1995.3! *       +                            !!          0.  .  .           !
 1995.4! *   +                                !!           .0 .  .           !
 1996.1!       +                              !!           .  0  .           !
 1996.2!      *  +                            !!           .0 .  .           !
 1996.3!     *  +                             !!           . 0.  .           !
 1996.4!       *+                             !!           . 0.  .           !
 1997.1!   *      +                           !!          0.  .  .           !
 1997.2!     *  +                             !!           . 0.  .           !
 1997.3!     *    +                           !!           .0 .  .           !
 1997.4!    *    +                            !!           .0 .  .           !
 1998.1!     *  +                             !!           .0 .  .           !
 1998.2!   *     +                            !!           0  .  .           !
 1998.3!      *+                              !!           . 0.  .           !
 1998.4!        +   *                         !!           .  . 0.           !
 1999.1!     *      +                         !!           0  .  .           !
 1999.2!         +                            !!           .  0  .           !
 1999.3!           +  *                       !!           .  .0 .           !
 1999.4!         *    +                       !!           .0 .  .           !
 2000.1!         *  +                         !!           .0 .  .           !
 2000.2!           *+                         !!           . 0.  .           !
 2000.3!             +                        !!           .  0  .           !
 2000.4!              +  *                    !!           .  .0 .           !
 2001.1!            *   +                     !!           .0 .  .           !
 2001.2!         *    +                       !!           .0 .  .           !
 2001.3!            +      *                  !!           .  .  .0          !
 2001.4!                 +   *                !!           .  . 0.           !
 2002.1!              *   +                   !!           .0 .  .           !
 2002.2!          *   +                       !!           .0 .  .           !
 2002.3!          * +                         !!           . 0.  .           !
 2002.4!            +                         !!           .  0  .           !
 2003.1!         *  +                         !!           .0 .  .           !
 2003.2!          +  *                        !!           .  .0 .           !
 2003.3!       *    +                         !!           0  .  .           !
 2003.4!         +                          * !!           .  .  .          0!
 2004.1!                       +           *  !!           .  .  .  0        !
 2004.2!                 *     +              !!           0  .  .           !
 2004.3!        *     +                       !!           0  .  .           !
 2004.4!     *   +                            !!           .0 .  .           !
 2005.1!        +                             *!           .  .  .           0
 2005.2!                        +    *        !!           .  . 0.           !
 2005.3!         *          +                 !!        0  .  .  .           !
 2005.4!     *    +                           !!           .0 .  .           !
 2006.1!        +  *                          !!           .  .0 .           !
 2006.2!           +*                         !!           .  0  .           !
 2006.3!        *  +                          !!           .0 .  .           !
 2006.4!        *+                            !!           . 0.  .           !
 2007.1!         +                            !!           .  0  .           !
 2007.2!         +                            !!           .  0  .           !
 2007.3!        *+                            !!           .  0  .           !
 2007.4!      * +                             !!           . 0.  .           !
 2008.1!       +                              !!           .  0  .           !
 2008.2!        +    *                        !!           .  .  0           !
 2008.3!        *  +                          !!           . 0.  .           !
 2008.4!      *  +                            !!           .0 .  .           !
 2009.1!        +     *                       !!           .  .  0           !
 2009.2!            +                         !!           .  0  .           !
 2009.3!           +   *                      !!           .  . 0.           !
 2009.4!            +  *                      !!           .  . 0.           !
 2010.1!            +                         !!           .  0  .           !
 2010.2!            + *                       !!           .  .0 .           !
 2010.3!          *  +                        !!           . 0.  .           !
 2010.4!          +*                          !!           .  0  .           !
 2011.1!         * +                          !!           . 0.  .           !
 2011.2!          +                           !!           .  0  .           !
 2011.3!       *   +                          !!           .0 .  .           !
 2011.4!     *   +                            !!           .0 .  .           !
 2012.1!     *  +                             !!           . 0.  .           !
 2012.2!     *   +                            !!           .0 .  .           !
 2012.3!        *+                            !!           . 0.  .           !
 2012.4!          +*                          !!           .  .0 .           !


     18.99 percent of the residuals exceed 1 SE
      3.80 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRPH=FRPX$/PHPMM;                                                      
 GENR LAAFRPH=LOG(AAFRPH+.00001);                                             
 GENR LAFRPH=LOG(AFRPH+.00001);                                               
 LHS AAFRPH=EXP(LAAFRPH)-.00001;                                              
  EQ 1772 LAAFRPH C LAFRPH(-1) PFRPH;                                         
EQUATION 1150  LAAFRPH  
   RHS     C  LAFRPH(-1)  PFRPH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1150 PLOT=0;END;                                                     

Equation number = 1150
**********************

Dependent variable = LAAFRPH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.242903499

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.043224852       0.315103925  -6.48429     1.000000
13859 LAFRPH  ( -1)       0.503548914       0.063358322   7.94764    -4.246040
13857 PFRPH   (  0)      -0.050772714       0.145301204  -0.34943     1.213054

SE of equation            =     0.351755819
Sum of squared residuals  =  22.8904489      -0.188489224E-10
Average absolute error    =     0.264365264
Sum of ABS residuals      =  49.7006697    
R squared                 =   0.25623
Durbin-Watson statistic   =   2.12818
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!*        +                            !!        0 .   .   .          !
 1966.2!      +*                              !!          .   .0  .          !
 1966.3!         + *                          !!          .   .0  .          !
 1966.4!          *+                          !!          .  0.   .          !
 1967.1!           +                          !!          .   0   .          !
 1967.2!       *   +                          !!          .0  .   .          !
 1967.3!     *   +                            !!          .0  .   .          !
 1967.4!      *  +                            !!          . 0 .   .          !
 1968.1!     *   +                            !!          .0  .   .          !
 1968.2!   *    +                             !!          0   .   .          !
 1968.3!       +   *                          !!          .   . 0 .          !
 1968.4!   *       +                          !!         0.   .   .          !
 1969.1!        +  *                          !!          .   . 0 .          !
 1969.2!           +    *                     !!          .   .  0.          !
 1969.3!              +           *           !!          .   .   .   0      !
 1969.4!                   +       *          !!          .   .   .0         !
 1970.1!                    +  *              !!          .   . 0 .          !
 1970.2!              *   +                   !!          .0  .   .          !
 1970.3!       *     +                        !!          0   .   .          !
 1970.4!          +*                          !!          .   .0  .          !
 1971.1!         * +                          !!          . 0 .   .          !
 1971.2!           +       *                  !!          .   .   . 0        !
 1971.3!           *    +                     !!          0   .   .          !
 1971.4!           +     *                    !!          .   .   0          !
 1972.1!             * +                      !!          .  0.   .          !
 1972.2!             +      *                 !!          .   .   .0         !
 1972.3!         *      +                     !!         0.   .   .          !
 1972.4!     *    +                           !!          0   .   .          !
 1973.1!        +                             !!          .   0   .          !
 1973.2!   *      +                           !!         0.   .   .          !
 1973.3!    *  +                              !!          . 0 .   .          !
 1973.4*        +                             !!        0 .   .   .          !
 1974.1!     + *                              !!          .   .0  .          !
 1974.2!      *  +                            !!          . 0 .   .          !
 1974.3!         +      *                     !!          .   .   .0         !
 1974.4!          *   +                       !!          .0  .   .          !
 1975.1!           +        *                 !!          .   .   . 0        !
 1975.2!        *       +                     !!         0.   .   .          !
 1975.3!          +  *                        !!          .   . 0 .          !
 1975.4!          * +                         !!          . 0 .   .          !
 1976.1!           +     *                    !!          .   .   .0         !
 1976.2!              +  *                    !!          .   . 0 .          !
 1976.3!              +      *                !!          .   .   .0         !
 1976.4!                +                     !!          .   0   .          !
 1977.1!              +   *                   !!          .   .  0.          !
 1977.2!               +   *                  !!          .   .  0.          !
 1977.3!               + *                    !!          .   .0  .          !
 1977.4!              +          *            !!          .   .   .  0       !
 1978.1!                 *+                   !!          .  0.   .          !
 1978.2!               +    *                 !!          .   .   0          !
 1978.3!                +   *                 !!          .   .  0.          !
 1978.4!                + *                   !!          .   .0  .          !
 1979.1!         *     +                      !!          0   .   .          !
 1979.2!          +     *                     !!          .   .   0          !
 1979.3!              +      *                !!          .   .   .0         !
 1979.4!                +                *    !!          .   .   .      0   !
 1980.1!    *                 +               !!  0       .   .   .          !
 1980.2!        +*                            !!          .   .0  .          !
 1980.3!           +                          !!          .   .0  .          !
 1980.4!     *      +                         !!          0   .   .          !
 1981.1!       *+                             !!          .  0.   .          !
 1981.2!          +           *               !!          .   .   .    0     !
 1981.3!              *  +                    !!          . 0 .   .          !
 1981.4!      *      +                        !!          0   .   .          !
 1982.1!         +                            !!          .   0   .          !
 1982.2!       *  +                           !!          . 0 .   .          !
 1982.3!          +   *                       !!          .   .  0.          !
 1982.4!           * +                        !!          .  0.   .          !
 1983.1!            +                     *   !!          .   .   .          0
 1983.2!          *            +              !!     0    .   .   .          !
 1983.3!           +   *                      !!          .   .  0.          !
 1983.4!            * +                       !!          .  0.   .          !
 1984.1!        *   +                         !!          .0  .   .          !
 1984.2!          +*                          !!          .   .0  .          !
 1984.3!           +  *                       !!          .   . 0 .          !
 1984.4!             +  *                     !!          .   . 0 .          !
 1985.1!          *   +                       !!          .0  .   .          !
 1985.2!       *   +                          !!          .0  .   .          !
 1985.3!          +     *                     !!          .   .   .0         !
 1985.4!              +                       !!          .   0   .          !
 1986.1!    *        +                        !!        0 .   .   .          !
 1986.2!        +    *                        !!          .   .  0.          !
 1986.3!            +   *                     !!          .   .  0.          !
 1986.4!              + *                     !!          .   .0  .          !
 1987.1!          *   +                       !!          .0  .   .          !
 1987.2!           +   *                      !!          .   .  0.          !
 1987.3!              +   *                   !!          .   .  0.          !
 1987.4!              *+                      !!          .  0.   .          !
 1988.1!             +                        !!          .   0   .          !
 1988.2!            *+                        !!          .   0   .          !
 1988.3!            +                         !!          .   0   .          !
 1988.4!          * +                         !!          .  0.   .          !
 1989.1!           +       *                  !!          .   .   .0         !
 1989.2!           *   +                      !!          .0  .   .          !
 1989.3!           *+                         !!          .   0   .          !
 1989.4!            +   *                     !!          .   .  0.          !
 1990.1!             *+                       !!          .   0   .          !
 1990.2!            *+                        !!          .   0   .          !
 1990.3!            +                         !!          .   0   .          !
 1990.4!           *+                         !!          .  0.   .          !
 1991.1!       *   +                          !!          .0  .   .          !
 1991.2!         +  *                         !!          .   . 0 .          !
 1991.3!            + *                       !!          .   .0  .          !
 1991.4!            *+                        !!          .   0   .          !
 1992.1!            +                         !!          .   0   .          !
 1992.2!            +  *                      !!          .   . 0 .          !
 1992.3!             +  *                     !!          .   . 0 .          !
 1992.4!              +                       !!          .   0   .          !
 1993.1!       *     +                        !!         0.   .   .          !
 1993.2!         +                            !!          .   0   .          !
 1993.3!           +   *                      !!          .   .  0.          !
 1993.4!             *+                       !!          .  0.   .          !
 1994.1!          * +                         !!          . 0 .   .          !
 1994.2!           + *                        !!          .   .0  .          !
 1994.3!            + *                       !!          .   .0  .          !
 1994.4!             +*                       !!          .   0   .          !
 1995.1!            *+                        !!          .   0   .          !
 1995.2!         *  +                         !!          . 0 .   .          !
 1995.3!         * +                          !!          .  0.   .          !
 1995.4!        *  +                          !!          . 0 .   .          !
 1996.1!          +*                          !!          .   .0  .          !
 1996.2!          * +                         !!          .  0.   .          !
 1996.3!           +                          !!          .   0   .          !
 1996.4!            +*                        !!          .   .0  .          !
 1997.1!             + *                      !!          .   . 0 .          !
 1997.2!              +              *        !!          .   .   .     0    !
 1997.3!                     +                *!          .   .   .       0  !
 1997.4!                         +      *     !!          .   .   .0         !
 1998.1!                      +         *     !!          .   .   .  0       !
 1998.2!           *          +               !!       0  .   .   .          !
 1998.3!       *    +                         !!          .0  .   .          !
 1998.4!          +                           !!          .   0   .          !
 1999.1!           +      *                   !!          .   .   .0         !
 1999.2!               +   *                  !!          .   .  0.          !
 1999.3!          *     +                     !!          0   .   .          !
 1999.4!           +*                         !!          .   0   .          !
 2000.1!            +                         !!          .   0   .          !
 2000.2!            +        *                !!          .   .   . 0        !
 2000.3!             *   +                    !!          .0  .   .          !
 2000.4!             +    *                   !!          .   .  0.          !
 2001.1!             * +                      !!          .  0.   .          !
 2001.2!         *   +                        !!          . 0 .   .          !
 2001.3!          *+                          !!          .   0   .          !
 2001.4!           +   *                      !!          .   . 0 .          !
 2002.1!        *     +                       !!          0   .   .          !
 2002.2!     *    +                           !!          .0  .   .          !
 2002.3!         +  *                         !!          .   . 0 .          !
 2002.4!       *    +                         !!          .0  .   .          !
 2003.1!    *     +                           !!          0   .   .          !
 2003.2!  *     +                             !!          0   .   .          !
 2003.3!      *+                              !!          .  0.   .          !
 2003.4!       * +                            !!          .  0.   .          !
 2004.1!       *  +                           !!          . 0 .   .          !
 2004.2!     *   +                            !!          .0  .   .          !
 2004.3!     *   +                            !!          . 0 .   .          !
 2004.4!    *    +                            !!          .0  .   .          !
 2005.1!     *  +                             !!          . 0 .   .          !
 2005.2!         +    *                       !!          .   .   0          !
 2005.3!       *     +                        !!          0   .   .          !
 2005.4!     *   +                            !!          .0  .   .          !
 2006.1!    *    +                            !!          0   .   .          !
 2006.2! *      +                             !!          0   .   .          !
 2006.3!    *  +                              !!          . 0 .   .          !
 2006.4!     *  +                             !!          . 0 .   .          !
 2007.1!        + *                           !!          .   .0  .          !
 2007.2!       *   +                          !!          .0  .   .          !
 2007.3!          + *                         !!          .   . 0 .          !
 2007.4!            +*                        !!          .   .0  .          !
 2008.1!         *  +                         !!          .0  .   .          !
 2008.2!         *+                           !!          .  0.   .          !
 2008.3!          +*                          !!          .   .0  .          !
 2008.4!            +     *                   !!          .   .   0          !
 2009.1!               +*                     !!          .   0   .          !
 2009.2!*             +                       !!    0     .   .   .          !
 2009.3!      +    *                          !!          .   .  0.          !
 2009.4!    *      +                          !!         0.   .   .          !
 2010.1!    *   +                             !!          . 0 .   .          !
 2010.2!       *+                             !!          .  0.   .          !
 2010.3!         +   *                        !!          .   . 0 .          !
 2010.4!            + *                       !!          .   .0  .          !
 2011.1!      *      +                        !!         0.   .   .          !
 2011.2!       * +                            !!          . 0 .   .          !
 2011.3!         +  *                         !!          .   . 0 .          !
 2011.4!         *  +                         !!          . 0 .   .          !
 2012.1!           +    *                     !!          .   .  0.          !
 2012.2!        *     +                       !!          0   .   .          !
 2012.3!          +   *                       !!          .   . 0 .          !
 2012.4!             + *                      !!          .   .0  .          !


     26.60 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEPH=GEPX$/PHPMM;                                                      
 GENR LAAGEPH=LOG(AAGEPH+.00001);                                             
 GENR LAGEPH=LOG(AGEPH+.00001);                                               
 LHS AAGEPH=EXP(LAAGEPH)-.00001;                                              
  EQ 1773 LAAGEPH C LAGEPH(-1) PGEPH;                                         
EQUATION 1151  LAAGEPH  
   RHS     C  LAGEPH(-1)  PGEPH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1151 PLOT=0;END;                                                     

Equation number = 1151
**********************

Dependent variable = LAAGEPH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.266177194

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.198549865       0.101568507  -1.95484     1.000000
13862 LAGEPH  ( -1)       0.907183486       0.032415610  27.98601    -3.260421
13860 PGEPH   (  0)      -0.106785145       0.092339194  -1.15644     1.028488

SE of equation            =     0.156319706
Sum of squared residuals  =  4.52063235      -0.190958360E-13
Average absolute error    =     0.117866908
Sum of ABS residuals      =  22.1589786    
R squared                 =   0.85452
Durbin-Watson statistic   =   2.45713
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                        +             !!          .  0.   .          !
 1966.2!                       +              !!          .  0.   .          !
 1966.3!                      +   *           !!          .   .   . 0        !
 1966.4!                         *+           !!          .  0.   .          !
 1967.1!                        +             !!          .   0   .          !
 1967.2!                       + *            !!          .   . 0 .          !
 1967.3!                     *  +             !!          0   .   .          !
 1967.4!                     +  *             !!          .   .   0          !
 1968.1!                       +    *         !!          .   .   .  0       !
 1968.2!                           +  *       !!          .   .   0          !
 1968.3!                              +    *  !!          .   .   .   0      !
 1968.4!                                  +   *!          .   .   . 0        !
 1969.1!                                *   + !!        0 .   .   .          !
 1969.2!                               +*     !!          .   .0  .          !
 1969.3!                              *+      !!          .  0.   .          !
 1969.4!                            *+        !!          .  0.   .          !
 1970.1!                            +         !!          .   .0  .          !
 1970.2!                           +  *       !!          .   .  0.          !
 1970.3!                             +  *     !!          .   .   .0         !
 1970.4!                               + *    !!          .   .  0.          !
 1971.1!                            *   +     !!        0 .   .   .          !
 1971.2!                           + *        !!          .   .  0.          !
 1971.3!                            +*        !!          .   . 0 .          !
 1971.4!                           *+         !!          . 0 .   .          !
 1972.1!                        * +           !!          .0  .   .          !
 1972.2!                      *+              !!          . 0 .   .          !
 1972.3!                  *  +                !!          0   .   .          !
 1972.4!                * +                   !!          . 0 .   .          !
 1973.1!                +   *                 !!          .   .   .0         !
 1973.2!                   +                  !!          .  0.   .          !
 1973.3!                 *+                   !!          .  0.   .          !
 1973.4!             *  +                     !!         0.   .   .          !
 1974.1!            +         *               !!          .   .   .        0 !
 1974.2!                     +   *            !!          .   .   . 0        !
 1974.3!                 *      +             !!    0     .   .   .          !
 1974.4!                *+                    !!          .  0.   .          !
 1975.1!                +                     !!          .   0   .          !
 1975.2!               +   *                  !!          .   .   .0         !
 1975.3!              *   +                   !!         0.   .   .          !
 1975.4!              + *                     !!          .   .  0.          !
 1976.1!               *+                     !!          .   0   .          !
 1976.2!             * +                      !!          .0  .   .          !
 1976.3!             +    *                   !!          .   .   .   0      !
 1976.4!                 *+                   !!          .  0.   .          !
 1977.1!            *   +                     !!        0 .   .   .          !
 1977.2!          * +                         !!          .0  .   .          !
 1977.3!          +   *                       !!          .   .   . 0        !
 1977.4!              + *                     !!          .   .  0.          !
 1978.1!               +                      !!          .  0.   .          !
 1978.2!             *+                       !!          . 0 .   .          !
 1978.3!             +       *                !!          .   .   .       0  !
 1978.4!                  * +                 !!          .0  .   .          !
 1979.1!                  + *                 !!          .   .   0          !
 1979.2!                    +                 !!          .   .0  .          !
 1979.3!                  * +                 !!          .0  .   .          !
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 1980.1!                 +  *                 !!          .   .   0          !
 1980.2!                 * +                  !!          .0  .   .          !
 1980.3!                 +*                   !!          .   .0  .          !
 1980.4!                  +                   !!          .   0   .          !
 1981.1!                 *+                   !!          .  0.   .          !
 1981.2!                 +                    !!          .   0   .          !
 1981.3!                 + *                  !!          .   . 0 .          !
 1981.4!                  +   *               !!          .   .   . 0        !
 1982.1!                *     +               !!     0    .   .   .          !
 1982.2!                + *                   !!          .   .  0.          !
 1982.3!                  +*                  !!          .   . 0 .          !
 1982.4!                   + *                !!          .   .  0.          !
 1983.1!                *    +                !!        0 .   .   .          !
 1983.2!                +      *              !!          .   .   .    0     !
 1983.3!                       + *            !!          .   .  0.          !
 1983.4!                       *+             !!          .  0.   .          !
 1984.1!                   *   +              !!         0.   .   .          !
 1984.2!                 * +                  !!          0   .   .          !
 1984.3!                 + *                  !!          .   .  0.          !
 1984.4!                  *+                  !!          . 0 .   .          !
 1985.1!                   + *                !!          .   .  0.          !
 1985.2!                  *  +                !!          0   .   .          !
 1985.3!                  +   *               !!          .   .   . 0        !
 1985.4!                   *  +               !!          0   .   .          !
 1986.1!                  *+                  !!          .  0.   .          !
 1986.2!                  +         *         !!          .   .   .          0
 1986.3!                       *   +          !!         0.   .   .          !
 1986.4!                       + *            !!          .   .   0          !
 1987.1!                        +*            !!          .   0   .          !
 1987.2!                      * +             !!          . 0 .   .          !
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 1987.4!                   +*                 !!          .   .0  .          !
 1988.1!                   +                  !!          .   0   .          !
 1988.2!                  +                   !!          .   0   .          !
 1988.3!                  +   *               !!          .   .   . 0        !
 1988.4!                    * +               !!          .0  .   .          !
 1989.1!                   +  *               !!          .   .   .0         !
 1989.2!                   *  +               !!          0   .   .          !
 1989.3!                   +                  !!          .   .0  .          !
 1989.4!                   +                  !!          .   .0  .          !
 1990.1!                   +    *             !!          .   .   .   0      !
 1990.2!                 *     +              !!      0   .   .   .          !
 1990.3!                 +  *                 !!          .   .   .0         !
 1990.4!                 * +                  !!          .0  .   .          !
 1991.1!                +   *                 !!          .   .   .0         !
 1991.2!                   +*                 !!          .   .0  .          !
 1991.3!                 * +                  !!          .0  .   .          !
 1991.4!                *+                    !!          .  0.   .          !
 1992.1!                + *                   !!          .   .  0.          !
 1992.2!                *+                    !!          .  0.   .          !
 1992.3!                +*                    !!          .   .0  .          !
 1992.4!                +                     !!          .   0   .          !
 1993.1!              * +                     !!          . 0 .   .          !
 1993.2!              +*                      !!          .   .0  .          !
 1993.3!             * +                      !!          . 0 .   .          !
 1993.4!             +*                       !!          .   .0  .          !
 1994.1!              +                       !!          .  0.   .          !
 1994.2!              +*                      !!          .   .0  .          !
 1994.3!               +*                     !!          .   . 0 .          !
 1994.4!                +   *                 !!          .   .   . 0        !
 1995.1!              *    +                  !!      0   .   .   .          !
 1995.2!             *+                       !!          .  0.   .          !
 1995.3!            +*                        !!          .   .0  .          !
 1995.4!             +*                       !!          .   .0  .          !
 1996.1!              + *                     !!          .   .  0.          !
 1996.2!                +                     !!          .   0   .          !
 1996.3!                + *                   !!          .   .  0.          !
 1996.4!               * +                    !!          .0  .   .          !
 1997.1!               + *                    !!          .   . 0 .          !
 1997.2!               * +                    !!          . 0 .   .          !
 1997.3!                +                     !!          .   0   .          !
 1997.4!            *   +                     !!        0 .   .   .          !
 1998.1!           *+                         !!          . 0 .   .          !
 1998.2!           +                          !!          .  0.   .          !
 1998.3!       *   +                          !!         0.   .   .          !
 1998.4!       *+                             !!          .  0.   .          !
 1999.1!        + *                           !!          .   .  0.          !
 1999.2!           +                          !!          .   0   .          !
 1999.3!        *  +                          !!          0   .   .          !
 1999.4!        *+                            !!          . 0 .   .          !
 2000.1!      *  +                            !!          0   .   .          !
 2000.2!       +                              !!          .   0   .          !
 2000.3!       *+                             !!          . 0 .   .          !
 2000.4!        +                             !!          .   0   .          !
 2001.1!         +   *                        !!          .   .   . 0        !
 2001.2!             *+                       !!          .  0.   .          !
 2001.3!          *  +                        !!          0   .   .          !
 2001.4!           +                          !!          .   .0  .          !
 2002.1!       *    +                         !!       0  .   .   .          !
 2002.2!     *  +                             !!          .0  .   .          !
 2002.3!      +*                              !!          .   .0  .          !
 2002.4!      * +                             !!          . 0 .   .          !
 2003.1!      *+                              !!          . 0 .   .          !
 2003.2!      + *                             !!          .   . 0 .          !
 2003.3!         +                            !!          .   .0  .          !
 2003.4!       * +                            !!          .0  .   .          !
 2004.1!        + *                           !!          .   .  0.          !
 2004.2!         *+                           !!          .  0.   .          !
 2004.3!          +*                          !!          .   . 0 .          !
 2004.4!           +*                         !!          .   0   .          !
 2005.1!         *  +                         !!          .0  .   .          !
 2005.2!       *  +                           !!          0   .   .          !
 2005.3!       +    *                         !!          .   .   .  0       !
 2005.4!          * +                         !!          . 0 .   .          !
 2006.1!           +                          !!          .   0   .          !
 2006.2!     *     +                          !!      0   .   .   .          !
 2006.3!      +        *                      !!          .   .   .       0  !
 2006.4!             * +                      !!          . 0 .   .          !
 2007.1!    *        +                        !! 0        .   .   .          !
 2007.2!    +  *                              !!          .   .  0.          !
 2007.3!  *    +                              !!       0  .   .   .          !
 2007.4!  *+                                  !!          .  0.   .          !
 2008.1!  + *                                 !!          .   .0  .          !
 2008.2!   *+                                 !!          .  0.   .          !
 2008.3*    +                                 !!       0  .   .   .          !
 2008.4!+*                                    !!          .   0   .          !
 2009.1!  +   *                               !!          .   .   . 0        !
 2009.2!   *  +                               !!         0.   .   .          !
 2009.3! *  +                                 !!         0.   .   .          !
 2009.4! +                                    !!          .  0.   .          !
 2010.1! *+                                   !!          .  0.   .          !
 2010.2!  +                                   !!          .   0   .          !
 2010.3!*  +                                  !!          0   .   .          !
 2010.4!  +   *                               !!          .   .   .  0       !
 2011.1!   *   +                              !!         0.   .   .          !
 2011.2! *  +                                 !!          0   .   .          !
 2011.3!   +                                  !!          .   .0  .          !
 2011.4!    + *                               !!          .   .  0.          !
 2012.1!      *+                              !!          .   0   .          !
 2012.2!       +*                             !!          .   .0  .          !
 2012.3!     *  +                             !!        0 .   .   .          !
 2012.4!    *+                                !!          . 0 .   .          !


     28.19 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITPH=ITPX$/PHPMM;                                                      
 GENR LAAITPH=LOG(AAITPH+.00001);                                             
 GENR LAITPH=LOG(AITPH+.00001);                                               
 LHS AAITPH=EXP(LAAITPH)-.00001;                                              
  EQ 1774 LAAITPH C LAITPH(-1) PITPH;                                         
EQUATION 1152  LAAITPH  
   RHS     C  LAITPH(-1)  PITPH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1152 PLOT=0;END;                                                     

Equation number = 1152
**********************

Dependent variable = LAAITPH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.624577111

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.113722145       0.203591621  -5.47037     1.000000
13865 LAITPH  ( -1)       0.626398901       0.057119836  10.96640    -4.622147
13863 PITPH   (  0)      -0.682805725       0.155491984  -4.39126     0.901497

SE of equation            =     0.274008183
Sum of squared residuals  =  13.8898896      -0.391895405E-10
Average absolute error    =     0.212096682
Sum of ABS residuals      =  39.8741761    
R squared                 =   0.65584
Durbin-Watson statistic   =   2.39937
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                    +    *            !!          .   .   0          !
 1966.2!                      * +             !!          . 0 .   .          !
 1966.3!                      +       *       !!          .   .   . 0        !
 1966.4!                         * +          !!          . 0 .   .          !
 1967.1!                        +     *       !!          .   .   .0         !
 1967.2!                          * +         !!          .  0.   .          !
 1967.3!                         +    *       !!          .   .   0          !
 1967.4!                            +  *      !!          .   .  0.          !
 1968.1!                            +   *     !!          .   .  0.          !
 1968.2!                          *   +       !!          .0  .   .          !
 1968.3!                          +       *   !!          .   .   .  0       !
 1968.4!                             * +      !!          . 0 .   .          !
 1969.1!                            +       * !!          .   .   . 0        !
 1969.2!                              *  +    !!          . 0 .   .          !
 1969.3!                             +  *     !!          .   . 0 .          !
 1969.4!                              *+      !!          .   0   .          !
 1970.1!                             +    *   !!          .   .  0.          !
 1970.2!                                + *   !!          .   . 0 .          !
 1970.3!                                +*    !!          .   .0  .          !
 1970.4!                        *      +      !!         0.   .   .          !
 1971.1!                         + *          !!          .   .0  .          !
 1971.2!                           +      *   !!          .   .   .0         !
 1971.3!                               +      !!          .   0   .          !
 1971.4!                          *  +        !!          .0  .   .          !
 1972.1!                          +  *        !!          .   . 0 .          !
 1972.2!                       *   +          !!          .0  .   .          !
 1972.3!                      *+              !!          .   0   .          !
 1972.4!                    * +               !!          . 0 .   .          !
 1973.1!  *                   +               !0          .   .   .          !
 1973.2!         +      *                     !!          .   .   . 0        !
 1973.3!                  + *                 !!          .   . 0 .          !
 1973.4!              *     +                 !!          0   .   .          !
 1974.1!              +      *                !!          .   .   . 0        !
 1974.2!                   *  +               !!          . 0 .   .          !
 1974.3!                   +           *      !!          .   .   .    0     !
 1974.4!                          +*          !!          .   .0  .          !
 1975.1!                       +              !!          .   0   .          !
 1975.2!                     +                !!          .   0   .          !
 1975.3!                  *+                  !!          .  0.   .          !
 1975.4!                 +*                   !!          .   .0  .          !
 1976.1!                   +      *           !!          .   .   .0         !
 1976.2!                       *+             !!          .  0.   .          !
 1976.3!                     +    *           !!          .   .   0          !
 1976.4!              *          +            !!      0   .   .   .          !
 1977.1!                 *+                   !!          .  0.   .          !
 1977.2!             *   +                    !!          .0  .   .          !
 1977.3!               +   *                  !!          .   .  0.          !
 1977.4!                 * +                  !!          . 0 .   .          !
 1978.1!                  +  *                !!          .   .  0.          !
 1978.2!                   * +                !!          . 0 .   .          !
 1978.3!                    *+                !!          .  0.   .          !
 1978.4!                  *  +                !!          . 0 .   .          !
 1979.1!                    +  *              !!          .   . 0 .          !
 1979.2!                       +     *        !!          .   .   0          !
 1979.3!                           + *        !!          .   .0  .          !
 1979.4!                  *       +           !!        0 .   .   .          !
 1980.1!                   +             *    !!          .   .   .      0   !
 1980.2!                     *      +         !!         0.   .   .          !
 1980.3!                     +              * !!          .   .   .       0  !
 1980.4!                               +      *!          .   .   . 0        !
 1981.1!                         *      +     !!        0 .   .   .          !
 1981.2!                   *   +              !!          .0  .   .          !
 1981.3!                    +        *        !!          .   .   .  0       !
 1981.4!            *             +           !!   0      .   .   .          !
 1982.1!               *+                     !!          .  0.   .          !
 1982.2!                 +    *               !!          .   .  0.          !
 1982.3!                    * +               !!          . 0 .   .          !
 1982.4!        *            +                !!    0     .   .   .          !
 1983.1!             +      *                 !!          .   .   . 0        !
 1983.2!                     +    *           !!          .   .   0          !
 1983.3!                 *       +            !!        0 .   .   .          !
 1983.4!               *    +                 !!          0   .   .          !
 1984.1!            *     +                   !!         0.   .   .          !
 1984.2!          *      +                    !!         0.   .   .          !
 1984.3!           *    +                     !!          0   .   .          !
 1984.4!       *        +                     !!       0  .   .   .          !
 1985.1!               +   *                  !!          .   .  0.          !
 1985.2!                   *  +               !!          . 0 .   .          !
 1985.3!                   * +                !!          .  0.   .          !
 1985.4!                    * +               !!          .  0.   .          !
 1986.1!            *        +                !!       0  .   .   .          !
 1986.2!         *     +                      !!         0.   .   .          !
 1986.3!             +                        !!          .   .0  .          !
 1986.4!           *    +                     !!          .0  .   .          !
 1987.1!              *+                      !!          .  0.   .          !
 1987.2!            *   +                     !!          .0  .   .          !
 1987.3!               +  *                   !!          .   . 0 .          !
 1987.4!              *  +                    !!          . 0 .   .          !
 1988.1!               +*                     !!          .   0   .          !
 1988.2!                  +  *                !!          .   . 0 .          !
 1988.3!                     +     *          !!          .   .   .0         !
 1988.4!                   *    +             !!          0   .   .          !
 1989.1!                   + *                !!          .   .0  .          !
 1989.2!                     +     *          !!          .   .   0          !
 1989.3!                         +   *        !!          .   .  0.          !
 1989.4!                         +        *   !!          .   .   . 0        !
 1990.1!                        *   +         !!          .0  .   .          !
 1990.2!                     +           *    !!          .   .   .    0     !
 1990.3!                         +  *         !!          .   . 0 .          !
 1990.4!               *       +              !!        0 .   .   .          !
 1991.1!              +          *            !!          .   .   .    0     !
 1991.2!                  *  +                !!          . 0 .   .          !
 1991.3!                  +   *               !!          .   .  0.          !
 1991.4!                  * +                 !!          .  0.   .          !
 1992.1!                 +        *           !!          .   .   . 0        !
 1992.2!                      +   *           !!          .   .  0.          !
 1992.3!                      +      *        !!          .   .   .0         !
 1992.4!                     *   +            !!          .0  .   .          !
 1993.1!                     +      *         !!          .   .   .0         !
 1993.2!                          +           !!          .   .0  .          !
 1993.3!                         + *          !!          .   . 0 .          !
 1993.4!                       * +            !!          . 0 .   .          !
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 1998.4!          *       +                   !!        0 .   .   .          !
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 2006.4*      +                               !!         0.   .   .          !
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 2007.4!  *   +                               !!          .0  .   .          !
 2008.1!   +   *                              !!          .   .  0.          !
 2008.2!     *+                               !!          .   0   .          !
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 2008.4!    * +                               !!          . 0 .   .          !
 2009.1!     +    *                           !!          .   .   0          !
 2009.2!    *    +                            !!          .0  .   .          !
 2009.3!    +   *                             !!          .   .  0.          !
 2009.4!*      +                              !!         0.   .   .          !
 2010.1!  +*                                  !!          .   .0  .          !
 2010.2!  *  +                                !!          . 0 .   .          !
 2010.3!    +                                 !!          .   0   .          !
 2010.4! *   +                                !!          .0  .   .          !
 2011.1!    +    *                            !!          .   .   0          !
 2011.2!          + *                         !!          .   .0  .          !
 2011.3!          * +                         !!          . 0 .   .          !
 2011.4!     *     +                          !!         0.   .   .          !
 2012.1!       *+                             !!          .   0   .          !
 2012.2!        * +                           !!          .  0.   .          !
 2012.3!           + *                        !!          .   . 0 .          !
 2012.4!         *   +                        !!          .0  .   .          !


     28.72 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEPH=NEPX$/PHPMM;                                                      
 GENR LAANEPH=LOG(AANEPH+.00001);                                             
 GENR LANEPH=LOG(ANEPH+.00001);                                               
 LHS AANEPH=EXP(LAANEPH)-.00001;                                              
  EQ 1775 LAANEPH C LANEPH(-1) PNEPH;                                         
EQUATION 1153  LAANEPH  
   RHS     C  LANEPH(-1)  PNEPH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1153 PLOT=0;END;                                                     

Equation number = 1153
**********************

Dependent variable = LAANEPH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.772754958

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.844750207       0.207941227  -4.06245     1.000000
13868 LANEPH  ( -1)       0.779877984       0.045895126  16.99261    -4.764866
13866 PNEPH   (  0)      -0.181950349       0.122135825  -1.48974     1.165102

SE of equation            =     0.244390872
Sum of squared residuals  =  11.0494762       0.274091860E-10
Average absolute error    =     0.180189760
Sum of ABS residuals      =  33.8756749    
R squared                 =   0.66799
Durbin-Watson statistic   =   2.37344
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                         + *          !!           .  .0 .           !
 1966.2!                    *   +             !!           0  .  .           !
 1966.3!                  + *                 !!           .  . 0.           !
 1966.4!                   +*                 !!           .  .0 .           !
 1967.1!                  +   *               !!           .  .  0           !
 1967.2!                    +*                !!           .  0  .           !
 1967.3!                   +     *            !!           .  .  . 0         !
 1967.4!                 *    +               !!          0.  .  .           !
 1968.1!                +   *                 !!           .  .  0           !
 1968.2!                   +   *              !!           .  .  0           !
 1968.3!                     + *              !!           .  .0 .           !
 1968.4!                     + *              !!           .  .0 .           !
 1969.1!                     +     *          !!           .  .  .0          !
 1969.2!                        +  *          !!           .  .  0           !
 1969.3!                         +*           !!           .  .0 .           !
 1969.4!                        +*            !!           .  .0 .           !
 1970.1!                    *  +              !!           .0 .  .           !
 1970.2!                   +                  *!           .  .  .           0
 1970.3!                           *     +    !!         0 .  .  .           !
 1970.4!                        +  *          !!           .  . 0.           !
 1971.1!                         +            !!           .  0  .           !
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 1971.3!                      +   *           !!           .  .  0           !
 1971.4!                       +*             !!           .  0  .           !
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 1978.1!*     +                               !!          0.  .  .           !
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 1980.3!             +   *                    !!           .  .  .0          !
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 1994.1!            *  +                      !!           .0 .  .           !
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 2003.4!           * +                        !!           . 0.  .           !
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 2004.3!               +                      !!           .  0  .           !
 2004.4!               +   *                  !!           .  .  0           !
 2005.1!             *   +                    !!           0  .  .           !
 2005.2!           * +                        !!           .0 .  .           !
 2005.3!            + *                       !!           .  . 0.           !
 2005.4!              +                       !!           .  0  .           !
 2006.1!              +                       !!           .  0  .           !
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 2006.3!        *    +                        !!          0.  .  .           !
 2006.4!         +  *                         !!           .  . 0.           !
 2007.1!            +                         !!           .  0  .           !
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 2007.3!          *+                          !!           . 0.  .           !
 2007.4!          +                           !!           .  0  .           !
 2008.1!         *+                           !!           . 0.  .           !
 2008.2!     *    +                           !!          0.  .  .           !
 2008.3!      + *                             !!           .  . 0.           !
 2008.4!         +                            !!           .  0  .           !
 2009.1!          +                           !!           .  0  .           !
 2009.2!           +                          !!           .  0  .           !
 2009.3!           *+                         !!           . 0.  .           !
 2009.4!        *  +                          !!           .0 .  .           !
 2010.1!     *   +                            !!           0  .  .           !
 2010.2!   *   +                              !!           0  .  .           !
 2010.3!   *  +                               !!           .0 .  .           !
 2010.4!   * +                                !!           .0 .  .           !
 2011.1!    *+                                !!           .  0  .           !
 2011.2!     *+                               !!           . 0.  .           !
 2011.3!     * +                              !!           .0 .  .           !
 2011.4!      *+                              !!           .  0  .           !
 2012.1!      * +                             !!           .0 .  .           !
 2012.2!    *  +                              !!           0  .  .           !
 2012.3!      +                               !!           .  0  .           !
 2012.4!     *  +                             !!           0  .  .           !


     26.06 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTPH=STPX$/PHPMM;                                                      
 GENR LAASTPH=LOG(AASTPH+.00001);                                             
 GENR LASTPH=LOG(ASTPH+.00001);                                               
 LHS AASTPH=EXP(LAASTPH)-.00001;                                              
  EQ 1776 LAASTPH C LASTPH(-1) PSTPH;                                         
EQUATION 1154  LAASTPH  
   RHS     C  LASTPH(-1)  PSTPH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1154 PLOT=0;END;                                                     

Equation number = 1154
**********************

Dependent variable = LAASTPH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.861525949

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.528375480       0.140114340  -3.77103     1.000000
13871 LASTPH  ( -1)       0.833944317       0.042896506  19.44085    -4.851646
13869 PSTPH   (  0)      -0.309196853       0.113343086  -2.72797     0.928690

SE of equation            =     0.202998386
Sum of squared residuals  =  7.62354376      -0.430326885E-10
Average absolute error    =     0.152665385
Sum of ABS residuals      =  28.7010923    
R squared                 =   0.87513
Durbin-Watson statistic   =   2.65576
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                  +   !!          .   0   .          !
 1966.2!                                *+    !!          . 0 .   .          !
 1966.3!                               +  *   !!          .   .   0          !
 1966.4!                                 +    !!          .   0   .          !
 1967.1!                                +*    !!          .   .0  .          !
 1967.2!                               *+     !!          .  0.   .          !
 1967.3!                              +*      !!          .   .0  .          !
 1967.4!                              +   *   !!          .   .   0          !
 1968.1!                                +   * !!          .   .   0          !
 1968.2!                                  +*  !!          .   0   .          !
 1968.3!                                  +*  !!          .   . 0 .          !
 1968.4!                                  +   *!          .   .   .0         !
 1969.1!                                    + !!          .  0.   .          !
 1969.2!                          *        +  !!     0    .   .   .          !
 1969.3!                           +     *    !!          .   .   .  0       !
 1969.4!                               *+     !!          . 0 .   .          !
 1970.1!                           *   +      !!          0   .   .          !
 1970.2!                            +    *    !!          .   .   . 0        !
 1970.3!                                +     !!          .   0   .          !
 1970.4!                        *       +     !!      0   .   .   .          !
 1971.1!                         +            !!          .   0   .          !
 1971.2!                         *+           !!          .  0.   .          !
 1971.3!                      *  +            !!          0   .   .          !
 1971.4!                    *  +              !!          .0  .   .          !
 1972.1!                     +         *      !!          .   .   .      0   !
 1972.2!                       *      +       !!       0  .   .   .          !
 1972.3!                     * +              !!          . 0 .   .          !
 1972.4!                      +   *           !!          .   .   .0         !
 1973.1!                *        +            !!   0      .   .   .          !
 1973.2!                +     *               !!          .   .   . 0        !
 1973.3!                     +                !!          .   0   .          !
 1973.4!                 *  +                 !!          0   .   .          !
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 1974.3!                    *+                !!          . 0 .   .          !
 1974.4!                   +*                 !!          .   .0  .          !
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 1975.2!                   +   *              !!          .   .   0          !
 1975.3!                  *   +               !!         0.   .   .          !
 1975.4!                 +  *                 !!          .   .  0.          !
 1976.1!               *   +                  !!         0.   .   .          !
 1976.2!               +     *                !!          .   .   . 0        !
 1976.3!                    +   *             !!          .   .   .0         !
 1976.4!                    *  +              !!          0   .   .          !
 1977.1!                   *+                 !!          .  0.   .          !
 1977.2!                   +*                 !!          .   .0  .          !
 1977.3!                   +   *              !!          .   .   0          !
 1977.4!                      +   *           !!          .   .   .0         !
 1978.1!                     *  +             !!          .0  .   .          !
 1978.2!                    +                 !!          .   0   .          !
 1978.3!                   +  *               !!          .   .   0          !
 1978.4!                     +  *             !!          .   .   0          !
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 1979.3!                  +     *             !!          .   .   . 0        !
 1979.4!                 *    +               !!       0  .   .   .          !
 1980.1!                 +       *            !!          .   .   .     0    !
 1980.2!                    *   +             !!          0   .   .          !
 1980.3!                *   +                 !!          0   .   .          !
 1980.4!                 +*                   !!          .   . 0 .          !
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 1981.3!                     +                !!          .   0   .          !
 1981.4!                    +*                !!          .   .0  .          !
 1982.1!                   *+                 !!          . 0 .   .          !
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 1982.3!                     +  *             !!          .   .  0.          !
 1982.4!                    *  +              !!          0   .   .          !
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 1983.2!              +      *                !!          .   .   .  0       !
 1983.3!                     +*               !!          .   .0  .          !
 1983.4!                   *  +               !!          .0  .   .          !
 1984.1!                   +  *               !!          .   .   0          !
 1984.2!                     *+               !!          .  0.   .          !
 1984.3!                     *+               !!          .   0   .          !
 1984.4!                      +*              !!          .   . 0 .          !
 1985.1!                        +   *         !!          .   .   0          !
 1985.2!                      *    +          !!        0 .   .   .          !
 1985.3!                      + *             !!          .   . 0 .          !
 1985.4!                       +     *        !!          .   .   . 0        !
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 1986.3!                          *+          !!          .  0.   .          !
 1986.4!                        +*            !!          .   .0  .          !
 1987.1!                      * +             !!          . 0 .   .          !
 1987.2!                     +   *            !!          .   .   0          !
 1987.3!                       + *            !!          .   . 0 .          !
 1987.4!                       +  *           !!          .   .  0.          !
 1988.1!                       + *            !!          .   . 0 .          !
 1988.2!                       *+             !!          .  0.   .          !
 1988.3!                      + *             !!          .   .  0.          !
 1988.4!               *       +              !!     0    .   .   .          !
 1989.1!               + *                    !!          .   .0  .          !
 1989.2!                 +*                   !!          .   .0  .          !
 1989.3!                  +                   !!          .   0   .          !
 1989.4!                  +  *                !!          .   .  0.          !
 1990.1!                   *+                 !!          .  0.   .          !
 1990.2!                *+                    !!          .  0.   .          !
 1990.3!               +            *         !!          .   .   .          0
 1990.4!                       * +            !!          .0  .   .          !
 1991.1!                     + *              !!          .   .  0.          !
 1991.2!                     +                !!          .   0   .          !
 1991.3!              *     +                 !!       0  .   .   .          !
 1991.4!             +     *                  !!          .   .   .  0       !
 1992.1!                 * +                  !!          . 0 .   .          !
 1992.2!                +   *                 !!          .   .   0          !
 1992.3!                  +                   !!          .   0   .          !
 1992.4!                 +                    !!          .   0   .          !
 1993.1!                 +   *                !!          .   .   .0         !
 1993.2!                    +  *              !!          .   .  0.          !
 1993.3!                 *    +               !!        0 .   .   .          !
 1993.4!                +  *                  !!          .   .  0.          !
 1994.1!                  +                   !!          .   0   .          !
 1994.2!               * +                    !!          . 0 .   .          !
 1994.3!               +                      !!          .   0   .          !
 1994.4!               +   *                  !!          .   .   .0         !
 1995.1!                  +                   !!          .   0   .          !
 1995.2!                 + *                  !!          .   . 0 .          !
 1995.3!                  +                   !!          .   0   .          !
 1995.4!                *+                    !!          .  0.   .          !
 1996.1!                +                     !!          .   0   .          !
 1996.2!             *  +                     !!          .0  .   .          !
 1996.3!             +                        !!          .   0   .          !
 1996.4!             +                        !!          .   0   .          !
 1997.1!             *+                       !!          . 0 .   .          !
 1997.2!            *+                        !!          . 0 .   .          !
 1997.3!             +*                       !!          .   .0  .          !
 1997.4!           *  +                       !!          0   .   .          !
 1998.1!           +*                         !!          .   0   .          !
 1998.2!         *  +                         !!          0   .   .          !
 1998.3!          + *                         !!          .   . 0 .          !
 1998.4!           *+                         !!          .  0.   .          !
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 1999.3!             +*                       !!          .   .0  .          !
 1999.4!              +                       !!          .   0   .          !
 2000.1!             * +                      !!          .0  .   .          !
 2000.2!        *     +                       !!       0  .   .   .          !
 2000.3!         + *                          !!          .   .0  .          !
 2000.4!       *    +                         !!        0 .   .   .          !
 2001.1!       *+                             !!          .  0.   .          !
 2001.2!         +                            !!          .   0   .          !
 2001.3!        * +                           !!          .0  .   .          !
 2001.4!        *+                            !!          .  0.   .          !
 2002.1!       * +                            !!          . 0 .   .          !
 2002.2!        +*                            !!          .   0   .          !
 2002.3!         +                            !!          .   0   .          !
 2002.4!        * +                           !!          .0  .   .          !
 2003.1!    *   +                             !!         0.   .   .          !
 2003.2!     +*                               !!          .   .0  .          !
 2003.3!    *  +                              !!          0   .   .          !
 2003.4!     +                                !!          .   0   .          !
 2004.1!    * +                               !!          . 0 .   .          !
 2004.2!    *+                                !!          .  0.   .          !
 2004.3!     +*                               !!          .   .0  .          !
 2004.4!     * +                              !!          . 0 .   .          !
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 2005.2!   *  +                               !!          .0  .   .          !
 2005.3!    +*                                !!          .   .0  .          !
 2005.4!   *  +                               !!          0   .   .          !
 2006.1!    +*                                !!          .   .0  .          !
 2006.2!    * +                               !!          . 0 .   .          !
 2006.3! *   +                                !!          0   .   .          !
 2006.4! *+                                   !!          . 0 .   .          !
 2007.1!* +                                   !!          . 0 .   .          !
 2007.2!  + *                                 !!          .   .  0.          !
 2007.3!     +                                !!          .   0   .          !
 2007.4!   *  +                               !!          .0  .   .          !
 2008.1!    +*                                !!          .   . 0 .          !
 2008.2!  *  +                                !!          0   .   .          !
 2008.3!*  +                                  !!          .0  .   .          !
 2008.4!  +   *                               !!          .   .   .0         !
 2009.1!     *+                               !!          .   0   .          !
 2009.2! *   +                                !!         0.   .   .          !
 2009.3! + *                                  !!          .   .0  .          !
 2009.4!   + *                                !!          .   .  0.          !
 2010.1!    *+                                !!          .   0   .          !
 2010.2! *   +                                !!          0   .   .          !
 2010.3!  + *                                 !!          .   . 0 .          !
 2010.4!   *+                                 !!          .  0.   .          !
 2011.1!   +                                  !!          .   0   .          !
 2011.2!*  +                                  !!          0   .   .          !
 2011.3!+                                     !!          .   0   .          !
 2011.4! + *                                  !!          .   .  0.          !
 2012.1*    +                                 !!         0.   .   .          !
 2012.2!+  *                                  !!          .   .  0.          !
 2012.3!   + *                                !!          .   . 0 .          !
 2012.4!     +                                !!          .   0   .          !


     29.79 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKPH=UKPX$/PHPMM;                                                      
 GENR LAAUKPH=LOG(AAUKPH+.00001);                                             
 GENR LAUKPH=LOG(AUKPH+.00001);                                               
 LHS AAUKPH=EXP(LAAUKPH)-.00001;                                              
  EQ 1777 LAAUKPH C LAUKPH(-1) PUKPH;                                         
EQUATION 1155  LAAUKPH  
   RHS     C  LAUKPH(-1)  PUKPH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1155 PLOT=0;END;                                                     

Equation number = 1155
**********************

Dependent variable = LAAUKPH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.777262159

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.023694444       0.121596809   0.19486     1.000000
13874 LAUKPH  ( -1)       0.951368723       0.023763931  40.03415    -3.765860
13872 PUKPH   (  0)      -0.216444463       0.143229999  -1.51117     1.008275

SE of equation            =     0.200529601
Sum of squared residuals  =  7.43924234      -0.915045817E-11
Average absolute error    =     0.154507202
Sum of ABS residuals      =  29.0473539    
R squared                 =   0.92866
Durbin-Watson statistic   =   2.51348
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                             +*       !!         .    .0   .         !
 1966.2!                             +   *    !!         .    .    . 0       !
 1966.3!                               * +    !!         . 0  .    .         !
 1966.4!                              +   *   !!         .    .    . 0       !
 1967.1!                               *  +   !!         0    .    .         !
 1967.2!                               +      !!         .    0    .         !
 1967.3!                               +      !!         .    0    .         !
 1967.4!                               + *    !!         .    .   0.         !
 1968.1!                                +*    !!         .    0    .         !
 1968.2!                               * +    !!         . 0  .    .         !
 1968.3!                               +  *   !!         .    .    .0        !
 1968.4!                               *  +   !!        0.    .    .         !
 1969.1!                               +   *  !!         .    .    .  0      !
 1969.2!                                   +* !!         .    . 0  .         !
 1969.3!                                    +*!!         .    .  0 .         !
 1969.4!                                     +*!         .    . 0  .         !
 1970.1!                                  *   +!       0 .    .    .         !
 1970.2!                                  +   !!         .   0.    .         !
 1970.3!                                  +*  !!         .    . 0  .         !
 1970.4!                                   +* !!         .    .0   .         !
 1971.1!                                  * + !!         . 0  .    .         !
 1971.2!                                  +   !!         .    0    .         !
 1971.3!                                  +*  !!         .    .  0 .         !
 1971.4!                                   +  *!         .    .    0         !
 1972.1!                                *    +!!    0    .    .    .         !
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 1972.3!                            * +       !!         0    .    .         !
 1972.4!                            +*        !!         .    .  0 .         !
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 1973.2!                             + *      !!         .    .   0.         !
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 1973.4!                          *    +      !!    0    .    .    .         !
 1974.1!                         +       *    !!         .    .    .         0
 1974.2!                                 +    !!         .    0    .         !
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 1975.3!                            + *       !!         .    .   0.         !
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 1976.2!                            *  +      !!        0.    .    .         !
 1976.3!                            +      *  !!         .    .    .       0 !
 1976.4!                                   +  !!         .    0    .         !
 1977.1!                                * +   !!         0    .    .         !
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 1977.4!                              +       !!         .    0    .         !
 1978.1!                             +  *     !!         .    .    .0        !
 1978.2!                                + *   !!         .    .   0.         !
 1978.3!                                 +    !!         .   0.    .         !
 1978.4!                            *   +     !!       0 .    .    .         !
 1979.1!                            +*        !!         .    .0   .         !
 1979.2!                            +  *      !!         .    .    .0        !
 1979.3!                              *+      !!         .  0 .    .         !
 1979.4!                         *    +       !!      0  .    .    .         !
 1980.1!                      *  +            !!        0.    .    .         !
 1980.2!                     +*               !!         .    . 0  .         !
 1980.3!                     +    *           !!         .    .    .   0     !
 1980.4!                      * +             !!         .0   .    .         !
 1981.1!                 *    +               !!     0   .    .    .         !
 1981.2!                +*                    !!         .    . 0  .         !
 1981.3!                 + *                  !!         .    .   0.         !
 1981.4!                  +     *             !!         .    .    .      0  !
 1982.1!                     *  +             !!         .0   .    .         !
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 1982.3!                     +*               !!         .    . 0  .         !
 1982.4!                   * +                !!         .0   .    .         !
 1983.1!                   +                  !!         .   0.    .         !
 1983.2!                  +                   !!         .    0    .         !
 1983.3!                  +   *               !!         .    .    . 0       !
 1983.4!                      +*              !!         .    .  0 .         !
 1984.1!                     * +              !!         . 0  .    .         !
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 1984.3!                    +*                !!         .    .0   .         !
 1984.4!                     +  *             !!         .    .    .0        !
 1985.1!                        +  *          !!         .    .   0.         !
 1985.2!                      *   +           !!      0  .    .    .         !
 1985.3!                      +               !!         .    .0   .         !
 1985.4!                   *  +               !!        0.    .    .         !
 1986.1!                   + *                !!         .    .   0.         !
 1986.2!                     + *              !!         .    .   0.         !
 1986.3!                      *+              !!         .  0 .    .         !
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 1987.1!                     + *              !!         .    .  0 .         !
 1987.2!                       +   *          !!         .    .    .  0      !
 1987.3!                     *    +           !!    0    .    .    .         !
 1987.4!                    *+                !!         .  0 .    .         !
 1988.1!                   +     *            !!         .    .    .      0  !
 1988.2!                      *  +            !!         0    .    .         !
 1988.3!                      +*              !!         .    . 0  .         !
 1988.4!                    *  +              !!         0    .    .         !
 1989.1!                   *+                 !!         .   0.    .         !
 1989.2!                 * +                  !!         .0   .    .         !
 1989.3!                 +      *             !!         .    .    .      0  !
 1989.4!                       +              !!         .  0 .    .         !
 1990.1!                      +*              !!         .    .0   .         !
 1990.2!                    * +               !!         . 0  .    .         !
 1990.3!                   *+                 !!         .    0    .         !
 1990.4!                   +                  !!         .    0    .         !
 1991.1!                  +*                  !!         .    .0   .         !
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 1991.3!                   +*                 !!         .    . 0  .         !
 1991.4!                    +*                !!         .    .0   .         !
 1992.1!                    +                 !!         .   0.    .         !
 1992.2!                   +  *               !!         .    .    0         !
 1992.3!                     +                !!         .    0    .         !
 1992.4!                     + *              !!         .    .  0 .         !
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 1993.2!                    +     *           !!         .    .    .     0   !
 1993.3!                    *     +           !!   0     .    .    .         !
 1993.4!                    +*                !!         .    .  0 .         !
 1994.1!                     +                !!         .    0    .         !
 1994.2!                    *+                !!         .  0 .    .         !
 1994.3!                   +    *             !!         .    .    .  0      !
 1994.4!                       + *            !!         .    .  0 .         !
 1995.1!                       * +            !!         .0   .    .         !
 1995.2!                      +               !!         .   0.    .         !
 1995.3!                      + *             !!         .    .   0.         !
 1995.4!                     * +              !!         .0   .    .         !
 1996.1!                     +                !!         .    0    .         !
 1996.2!                 *   +                !!       0 .    .    .         !
 1996.3!                 + *                  !!         .    .   0.         !
 1996.4!                  *+                  !!         .  0 .    .         !
 1997.1!                  +     *             !!         .    .    .     0   !
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 1997.3!                     + *              !!         .    .   0.         !
 1997.4!                     * +              !!         . 0  .    .         !
 1998.1!                    *+                !!         .   0.    .         !
 1998.2!               *    +                 !!     0   .    .    .         !
 1998.3!            *  +                      !!         0    .    .         !
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 1999.1!          *+                          !!         .   0.    .         !
 1999.2!           +                          !!         .    0    .         !
 1999.3!           + *                        !!         .    .  0 .         !
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 2000.1!         *  +                         !!        0.    .    .         !
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 2000.3!           +*                         !!         .    .0   .         !
 2000.4!            +                         !!         .   0.    .         !
 2001.1!            +   *                     !!         .    .    . 0       !
 2001.2!                + *                   !!         .    .   0.         !
 2001.3!                * +                   !!         .0   .    .         !
 2001.4!                +*                    !!         .    .0   .         !
 2002.1!                 +                    !!         .    0    .         !
 2002.2!              *  +                    !!         0    .    .         !
 2002.3!               + *                    !!         .    .    0         !
 2002.4!              *  +                    !!        0.    .    .         !
 2003.1!             *+                       !!         . 0  .    .         !
 2003.2!             +    *                   !!         .    .    .   0     !
 2003.3!                 +                    !!         .   0.    .         !
 2003.4!               *+                     !!         .  0 .    .         !
 2004.1!              *+                      !!         .  0 .    .         !
 2004.2!           *  +                       !!         .0   .    .         !
 2004.3!           + *                        !!         .    .  0 .         !
 2004.4!            *+                        !!         .   0.    .         !
 2005.1!            +*                        !!         .    .0   .         !
 2005.2!          *  +                        !!        0.    .    .         !
 2005.3!          +*                          !!         .    . 0  .         !
 2005.4!        *  +                          !!         0    .    .         !
 2006.1!         +*                           !!         .    .  0 .         !
 2006.2!       *  +                           !!       0 .    .    .         !
 2006.3!       +                              !!         .   0.    .         !
 2006.4!      *+                              !!         .   0.    .         !
 2007.1!       +  *                           !!         .    .    .0        !
 2007.2!        * +                           !!         . 0  .    .         !
 2007.3!      * +                             !!         0    .    .         !
 2007.4!    * +                               !!         .0   .    .         !
 2008.1!    +                                 !!         .    0    .         !
 2008.2!   *+                                 !!         .  0 .    .         !
 2008.3!   +                                  !!         .   0.    .         !
 2008.4!    +                                 !!         .    0    .         !
 2009.1!     + *                              !!         .    .   0.         !
 2009.2!       *+                             !!         .    0    .         !
 2009.3!        +                             !!         .    .0   .         !
 2009.4!     *   +                            !!       0 .    .    .         !
 2010.1!    *+                                !!         . 0  .    .         !
 2010.2!  *  +                                !!         0    .    .         !
 2010.3!  *+                                  !!         .  0 .    .         !
 2010.4! * +                                  !!         . 0  .    .         !
 2011.1!  +*                                  !!         .    . 0  .         !
 2011.2!*  +                                  !!       0 .    .    .         !
 2011.3* +                                    !!         . 0  .    .         !
 2011.4!+                                     !!         .    .0   .         !
 2012.1! +                                    !!         .   0.    .         !
 2012.2! +                                    !!         .   0.    .         !
 2012.3!  + *                                 !!         .    .   0.         !
 2012.4!  * +                                 !!         0    .    .         !


     27.66 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFIPH=FIPX$/PHPMM;                                                      
 GENR LAAFIPH=LOG(AAFIPH+.00001);                                             
 GENR LAFIPH=LOG(AFIPH+.00001);                                               
 LHS AAFIPH=EXP(LAAFIPH)-.00001;                                              
  EQ 1778 LAAFIPH C LAFIPH(-1) PFIPH;                                         
EQUATION 1156  LAAFIPH  
   RHS     C  LAFIPH(-1)  PFIPH  
 SMPL 1977.3 2012.4;                                                          
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
 OLS;EST 1156 PLOT=0;END;                                                     

Equation number = 1156
**********************

Dependent variable = LAAFIPH 

 1977.3 -   2012.4,    0 missing obs.,  142 obs. used.

Mean of dependent variable       -5.892986447

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.279347046       0.521458296  -4.37110     1.000000
13877 LAFIPH  ( -1)       0.524716732       0.071916002   7.29624    -5.899733
13875 PFIPH   (  0)      -0.520401399       0.412775248  -1.26074     0.995290

SE of equation            =     0.560964561
Sum of squared residuals  =  43.7406922       0.188666860E-10
Average absolute error    =     0.369066930
Sum of ABS residuals      =  52.4075040    
R squared                 =   0.30915
Durbin-Watson statistic   =   2.52744
SMPL and No. Obs.         = 1977.3   2012.4    142

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.3!    *   +                             !!           .0 .  .           !
 1977.4!    *    +                            !!           .0 .  .           !
 1978.1!    *    +                            !!           .0 .  .           !
 1978.2!         + *                          !!           .  .0 .           !
 1978.3!   *         +                        !!         0 .  .  .           !
 1978.4!         +    *                       !!           .  . 0.           !
 1979.1!  *           +                       !!        0  .  .  .           !
 1979.2!        +*                            !!           .  0  .           !
 1979.3!        *   +                         !!           .0 .  .           !
 1979.4!*          +                          !!        0  .  .  .           !
 1980.1!    *  +                              !!           .0 .  .           !
 1980.2!         +*                           !!           .  .0 .           !
 1980.3!*           +                         !!        0  .  .  .           !
 1980.4!       +                             *!!           .  .  .           0
 1981.1*                           +          !!0          .  .  .           !
 1981.2!      +                               !!           .  0  .           !
 1981.3!      *   +                           !!           .0 .  .           !
 1981.4!          +  *                        !!           .  . 0.           !
 1982.1!         *    +                       !!           .0 .  .           !
 1982.2!          * +                         !!           . 0.  .           !
 1982.3!    *       +                         !!          0.  .  .           !
 1982.4!  *      +                            !!          0.  .  .           !
 1983.1!       *+                             !!           .  0  .           !
 1983.2!      *    +                          !!           .0 .  .           !
 1983.3!           + *                        !!           .  .0 .           !
 1983.4!           *   +                      !!           .0 .  .           !
 1984.1!    *        +                        !!          0.  .  .           !
 1984.2!        * +                           !!           . 0.  .           !
 1984.3!            +  *                      !!           .  . 0.           !
 1984.4!             *  +                     !!           . 0.  .           !
 1985.1!             * +                      !!           . 0.  .           !
 1985.2!          *    +                      !!           0  .  .           !
 1985.3!          * +                         !!           . 0.  .           !
 1985.4!           * +                        !!           . 0.  .           !
 1986.1!       *     +                        !!           0  .  .           !
 1986.2!        * +                           !!           . 0.  .           !
 1986.3!           +      *                   !!           .  .  0           !
 1986.4!       *        +                     !!          0.  .  .           !
 1987.1!          *+                          !!           .  0  .           !
 1987.2!            +    *                    !!           .  . 0.           !
 1987.3!               +*                     !!           .  0  .           !
 1987.4!              + *                     !!           .  .0 .           !
 1988.1!        *     +                       !!           0  .  .           !
 1988.2!           +    *                     !!           .  . 0.           !
 1988.3!              *+                      !!           .  0  .           !
 1988.4!              +*                      !!           .  .0 .           !
 1989.1!              +  *                    !!           .  . 0.           !
 1989.2!              * +                     !!           . 0.  .           !
 1989.3!              +    *                  !!           .  . 0.           !
 1989.4!                +    *                !!           .  .  0           !
 1990.1!                 +                    !!           .  0  .           !
 1990.2!              +                       !!           .  0  .           !
 1990.3!            +*                        !!           .  0  .           !
 1990.4!          * +                         !!           . 0.  .           !
 1991.1!        *  +                          !!           . 0.  .           !
 1991.2!      *   +                           !!           .0 .  .           !
 1991.3!         +   *                        !!           .  . 0.           !
 1991.4!             +   *                    !!           .  . 0.           !
 1992.1!               +*                     !!           .  0  .           !
 1992.2!              +                       !!           .  0  .           !
 1992.3!             +  *                     !!           .  .0 .           !
 1992.4!               +        *             !!           .  .  .0          !
 1993.1!                    +              *  !!           .  .  .   0       !
 1993.2!              *           +           !!        0  .  .  .           !
 1993.3!               +                      *!           .  .  .       0   !
 1993.4!                    *      +          !!           0  .  .           !
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 1994.3!                *  +                  !!           .0 .  .           !
 1994.4!               +    *                 !!           .  . 0.           !
 1995.1!               * +                    !!           . 0.  .           !
 1995.2!              +        *              !!           .  .  .0          !
 1995.3!               *  +                   !!           . 0.  .           !
 1995.4!             + *                      !!           .  .0 .           !
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 1996.2!              +    *                  !!           .  . 0.           !
 1996.3!                +*                    !!           .  0  .           !
 1996.4!               +       *              !!           .  .  .0          !
 1997.1!           *       +                  !!          0.  .  .           !
 1997.2!             +  *                     !!           .  .0 .           !
 1997.3!           *   +                      !!           .0 .  .           !
 1997.4!            *+                        !!           .  0  .           !
 1998.1!             +                        !!           .  0  .           !
 1998.2!              +   *                   !!           .  . 0.           !
 1998.3!              * +                     !!           . 0.  .           !
 1998.4!              +      *                !!           .  .  .0          !
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 1999.3!                  +       *           !!           .  .  .0          !
 1999.4!                     +     *          !!           .  .  0           !
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 2000.2!                      +            *  !!           .  .  .  0        !
 2000.3!                          +      *    !!           .  .  0           !
 2000.4!                         +   *        !!           .  . 0.           !
 2001.1!                       +     *        !!           .  .  0           !
 2001.2!                       +         *    !!           .  .  . 0         !
 2001.3!                         +     *      !!           .  .  0           !
 2001.4!                        + *           !!           .  .0 .           !
 2002.1!                      +               !!           .  0  .           !
 2002.2!                   *+                 !!           . 0.  .           !
 2002.3!               * +                    !!           . 0.  .           !
 2002.4!                +                     !!           .  0  .           !
 2003.1!                + *                   !!           .  .0 .           !
 2003.2!                + *                   !!           .  .0 .           !
 2003.3!                +    *                !!           .  . 0.           !
 2003.4!                  +    *              !!           .  . 0.           !
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 2004.3!                  +                   !!           .  0  .           !
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 2005.1!          *  +                        !!           . 0.  .           !
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 2005.3!           * +                        !!           . 0.  .           !
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 2006.1!             * +                      !!           . 0.  .           !
 2006.2!              +  *                    !!           .  .0 .           !
 2006.3!              * +                     !!           . 0.  .           !
 2006.4!              +*                      !!           .  0  .           !
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 2007.2!           *  +                       !!           .0 .  .           !
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 2007.4!            *+                        !!           . 0.  .           !
 2008.1!             +                        !!           .  0  .           !
 2008.2!            * +                       !!           . 0.  .           !
 2008.3!            *+                        !!           . 0.  .           !
 2008.4!           *  +                       !!           . 0.  .           !
 2009.1!             +                        !!           .  0  .           !
 2009.2!              +                       !!           .  0  .           !
 2009.3!             * +                      !!           . 0.  .           !
 2009.4!            * +                       !!           . 0.  .           !
 2010.1!           *  +                       !!           . 0.  .           !
 2010.2!            * +                       !!           . 0.  .           !
 2010.3!           *  +                       !!           . 0.  .           !
 2010.4!             *+                       !!           .  0  .           !
 2011.1!             *+                       !!           . 0.  .           !
 2011.2!           *  +                       !!           .0 .  .           !
 2011.3!             + *                      !!           .  .0 .           !
 2011.4!             *  +                     !!           . 0.  .           !
 2012.1!             *+                       !!           . 0.  .           !
 2012.2!               + *                    !!           .  .0 .           !
 2012.3!            *    +                    !!           .0 .  .           !
 2012.4!              +*                      !!           .  0  .           !


     18.31 percent of the residuals exceed 1 SE
      4.23 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASPH=ASPX$/PHPMM;                                                      
 GENR LAAASPH=LOG(AAASPH+.00001);                                             
 GENR LAASPH=LOG(AASPH+.00001);                                               
 LHS AAASPH=EXP(LAAASPH)-.00001;                                              
  EQ 1779 LAAASPH C LAASPH(-1) PASPH;                                         
EQUATION 1157  LAAASPH  
   RHS     C  LAASPH(-1)  PASPH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1157 PLOT=0;END;                                                     

Equation number = 1157
**********************

Dependent variable = LAAASPH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.659622521

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.407567527       0.123705690  -3.29465     1.000000
13880 LAASPH  ( -1)       0.872197455       0.038572402  22.61196    -3.658991
13878 PASPH   (  0)      -0.053859894       0.053941145  -0.99849     1.126855

SE of equation            =     0.187097191
Sum of squared residuals  =  6.47599138       0.280175882E-11
Average absolute error    =     0.143606443
Sum of ABS residuals      =  26.9980113    
R squared                 =   0.79293
Durbin-Watson statistic   =   2.41680
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!             +        *               !!          .   .   .    0     !
 1966.2!                     +  *             !!          .   . 0 .          !
 1966.3!                       +*             !!          .   .0  .          !
 1966.4!                     * +              !!          .0  .   .          !
 1967.1!                    +*                !!          .   .0  .          !
 1967.2!                     +*               !!          .   .0  .          !
 1967.3!                      +   *           !!          .   .   0          !
 1967.4!                        *+            !!          .  0.   .          !
 1968.1!                       + *            !!          .   . 0 .          !
 1968.2!                         +  *         !!          .   .  0.          !
 1968.3!                        *  +          !!          . 0 .   .          !
 1968.4!                        + *           !!          .   . 0 .          !
 1969.1!                         +   *        !!          .   .   0          !
 1969.2!                            +   *     !!          .   .   0          !
 1969.3!                              +       *!          .   .   .  0       !
 1969.4!                                   *+ !!          .  0.   .          !
 1970.1!                                 +*   !!          .   .0  .          !
 1970.2!                                + *   !!          .   .0  .          !
 1970.3!                                +     !!          .   0   .          !
 1970.4!                           *  +       !!          .0  .   .          !
 1971.1!                           +  *       !!          .   .   0          !
 1971.2!                             + *      !!          .   .0  .          !
 1971.3!                             +        !!          .  0.   .          !
 1971.4!                            + *       !!          .   . 0 .          !
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 1972.2!                           *   +      !!          0   .   .          !
 1972.3!                          + *         !!          .   . 0 .          !
 1972.4!                           + *        !!          .   . 0 .          !
 1973.1!                      *    +          !!         0.   .   .          !
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 1973.3!                 *  +                 !!          0   .   .          !
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 1975.4!                      *+              !!          . 0 .   .          !
 1976.1!                *    +                !!         0.   .   .          !
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 1976.4!                        * +           !!          . 0 .   .          !
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 1977.2!                      *   +           !!          .0  .   .          !
 1977.3!                     +      *         !!          .   .   .  0       !
 1977.4!                           +          !!          .   0   .          !
 1978.1!                      *   +           !!          0   .   .          !
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 1978.3!                     +    *           !!          .   .   .0         !
 1978.4!                       * +            !!          . 0 .   .          !
 1979.1!                      +     *         !!          .   .   . 0        !
 1979.2!                          *+          !!          .  0.   .          !
 1979.3!                    *    +            !!         0.   .   .          !
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 1980.2!                    + *               !!          .   . 0 .          !
 1980.3!                    * +               !!          .  0.   .          !
 1980.4!                  * +                 !!          . 0 .   .          !
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 1981.3!              *    +                  !!         0.   .   .          !
 1981.4!               +*                     !!          .   .0  .          !
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 1982.3!                   * +                !!          . 0 .   .          !
 1982.4!                *  +                  !!          .0  .   .          !
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 1983.2!           *    +                     !!          0   .   .          !
 1983.3!            +      *                  !!          .   .   . 0        !
 1983.4!                *  +                  !!          .0  .   .          !
 1984.1!    *           +                     !!  0       .   .   .          !
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 1984.3!         +        *                   !!          .   .   .   0      !
 1984.4!                * +                   !!          .  0.   .          !
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 1985.2!                    * +               !!          . 0 .   .          !
 1985.3!                    +      *          !!          .   .   .  0       !
 1985.4!                         *+           !!          .  0.   .          !
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 1986.4!                    + *               !!          .   . 0 .          !
 1987.1!                      +    *          !!          .   .   .0         !
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 1987.3!                 *               +    !0          .   .   .          !
 1987.4!                  +                   !!          .   .0  .          !
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 1988.2!                 *         +          !!    0     .   .   .          !
 1988.3!                 +       *            !!          .   .   .   0      !
 1988.4!                       * +            !!          .  0.   .          !
 1989.1!                       +      *       !!          .   .   .  0       !
 1989.2!                         *   +        !!          0   .   .          !
 1989.3!                       *+             !!          .  0.   .          !
 1989.4!                      + *             !!          .   .0  .          !
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 1990.2!                      +               !!          .   0   .          !
 1990.3!                     + *              !!          .   .0  .          !
 1990.4!                      +*              !!          .   .0  .          !
 1991.1!                       +*             !!          .   .0  .          !
 1991.2!                       + *            !!          .   . 0 .          !
 1991.3!                         +   *        !!          .   .   0          !
 1991.4!                            +*        !!          .   .0  .          !
 1992.1!                          * +         !!          . 0 .   .          !
 1992.2!                         +*           !!          .   .0  .          !
 1992.3!                         +            !!          .   0   .          !
 1992.4!                        +             !!          .  0.   .          !
 1993.1!                      *+              !!          .  0.   .          !
 1993.2!                      + *             !!          .   . 0 .          !
 1993.3!                      * +             !!          .  0.   .          !
 1993.4!                      +*              !!          .   .0  .          !
 1994.1!                       +  *           !!          .   .  0.          !
 1994.2!                      *  +            !!          .0  .   .          !
 1994.3!                      +  *            !!          .   . 0 .          !
 1994.4!                     *  +             !!          .0  .   .          !
 1995.1!                      +   *           !!          .   .   0          !
 1995.2!                         +            !!          .   0   .          !
 1995.3!                         +            !!          .   .0  .          !
 1995.4!                         +*           !!          .   .0  .          !
 1996.1!                         *+           !!          .   0   .          !
 1996.2!                       * +            !!          . 0 .   .          !
 1996.3!                       +  *           !!          .   .  0.          !
 1996.4!                *        +            !!      0   .   .   .          !
 1997.1!                 +      *             !!          .   .   .  0       !
 1997.2!                        +             !!          .   0   .          !
 1997.3!                        +*            !!          .   .0  .          !
 1997.4!                       *+             !!          .  0.   .          !
 1998.1!                  *    +              !!         0.   .   .          !
 1998.2!                  +*                  !!          .   0   .          !
 1998.3!                   +    *             !!          .   .   .0         !
 1998.4!                       *+             !!          .  0.   .          !
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 1999.2!                       +*             !!          .   .0  .          !
 1999.3!                        +             !!          .   0   .          !
 1999.4!                      * +             !!          . 0 .   .          !
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 2000.2!                    *  +              !!          . 0 .   .          !
 2000.3!                    +                 !!          .  0.   .          !
 2000.4!                    + *               !!          .   . 0 .          !
 2001.1!                    * +               !!          .0  .   .          !
 2001.2!                *   +                 !!          0   .   .          !
 2001.3!                 +   *                !!          .   .   0          !
 2001.4!               *     +                !!        0 .   .   .          !
 2002.1!                +  *                  !!          .   .  0.          !
 2002.2!                 * +                  !!          .0  .   .          !
 2002.3!              *  +                    !!          .0  .   .          !
 2002.4!              *+                      !!          . 0 .   .          !
 2003.1!             * +                      !!          . 0 .   .          !
 2003.2!              +*                      !!          .   .0  .          !
 2003.3!           *    +                     !!         0.   .   .          !
 2003.4!          * +                         !!          . 0 .   .          !
 2004.1!            +                         !!          .   .0  .          !
 2004.2!             +                        !!          .   0   .          !
 2004.3!          *   +                       !!          0   .   .          !
 2004.4!          * +                         !!          . 0 .   .          !
 2005.1!        *  +                          !!          .0  .   .          !
 2005.2!    *     +                           !!        0 .   .   .          !
 2005.3!      +                               !!          .   0   .          !
 2005.4!     *  +                             !!          .0  .   .          !
 2006.1!    *  +                              !!          . 0 .   .          !
 2006.2!   *  +                               !!          .0  .   .          !
 2006.3!     +   *                            !!          .   .   0          !
 2006.4!    *     +                           !!        0 .   .   .          !
 2007.1!    * +                               !!          . 0 .   .          !
 2007.2!    *+                                !!          . 0 .   .          !
 2007.3!     +  *                             !!          .   .  0.          !
 2007.4!    *    +                            !!        0 .   .   .          !
 2008.1!     +   *                            !!          .   .   0          !
 2008.2!     *    +                           !!         0.   .   .          !
 2008.3!   *  +                               !!          .0  .   .          !
 2008.4!     +*                               !!          .   .0  .          !
 2009.1!       +*                             !!          .   0   .          !
 2009.2!      *  +                            !!          .0  .   .          !
 2009.3!     * +                              !!          . 0 .   .          !
 2009.4!   *  +                               !!          .0  .   .          !
 2010.1! *   +                                !!          .0  .   .          !
 2010.2!*  +                                  !!          .0  .   .          !
 2010.3!* +                                   !!          . 0 .   .          !
 2010.4!  +*                                  !!          .   . 0 .          !
 2011.1!     +  *                             !!          .   .  0.          !
 2011.2! *      +                             !!       0  .   .   .          !
 2011.3*   +                                  !!          0   .   .          !
 2011.4! +*                                   !!          .   .0  .          !
 2012.1!   + *                                !!          .   . 0 .          !
 2012.2! *    +                               !!        0 .   .   .          !
 2012.3!  +      *                            !!          .   .   . 0        !
 2012.4!         +                            !!          .   0   .          !


     26.60 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@@EQ 1780 LAASOPH C LASOPH(-1) PSOPH;SMPL 1992.3 2012.4;OLS;EST 1780 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOPH=KOPX$/PHPMM;                                                      
 GENR LAAKOPH=LOG(AAKOPH+.00001);                                             
 GENR LAKOPH=LOG(AKOPH+.00001);                                               
 LHS AAKOPH=EXP(LAAKOPH)-.00001;                                              
  EQ 1781 LAAKOPH C LAKOPH(-1) PKOPH;                                         
EQUATION 1158  LAAKOPH  
   RHS     C  LAKOPH(-1)  PKOPH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1158 PLOT=0;END;                                                     

Equation number = 1158
**********************

Dependent variable = LAAKOPH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.133328073

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.033140215       0.063771909   0.51967     1.000000
13883 LAKOPH  ( -1)       0.965505645       0.017912953  53.89986    -4.162668
13881 PKOPH   (  0)      -0.090762163       0.068648707  -1.32212     1.623905

SE of equation            =     0.225726225
Sum of squared residuals  =  9.42618084       0.499311703E-11
Average absolute error    =     0.158038766
Sum of ABS residuals      =  29.7112881    
R squared                 =   0.98370
Durbin-Watson statistic   =   2.38312
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1! *+                                   !!           . 0.  .           !
 1966.2! *+                                   !!           .0 .  .           !
 1966.3! +                                    !!           . 0.  .           !
 1966.4!*+                                    !!           .0 .  .           !
 1967.1!*+                                    !!           .0 .  .           !
 1967.2*+                                     !!           .0 .  .           !
 1967.3*+                                     !!           . 0.  .           !
 1967.4*+                                     !!           . 0.  .           !
 1968.1*+                                     !!           . 0.  .           !
 1968.2*+                                     !!           .0 .  .           !
 1968.3*+                                     !!           . 0.  .           !
 1968.4!+                                     !!           .  0  .           !
 1969.1*+                                     !!           .0 .  .           !
 1969.2!+                                     !!           . 0.  .           !
 1969.3!+                                     !!           . 0.  .           !
 1969.4!*+                                    !!           .0 .  .           !
 1970.1!*+                                    !!           . 0.  .           !
 1970.2!*+                                    !!           0  .  .           !
 1970.3!+                                     !!           . 0.  .           !
 1970.4!*+                                    !!           .0 .  .           !
 1971.1! +       *                            !!           .  .  .           0
 1971.2!         +                            !!           . 0.  .           !
 1971.3!        *+                            !!           .0 .  .           !
 1971.4!        *+                            !!           .0 .  .           !
 1972.1!        +                             !!           .  0  .           !
 1972.2!         +                            !!           .  0  .           !
 1972.3!        *+                            !!           . 0.  .           !
 1972.4!        *+                            !!           . 0.  .           !
 1973.1!         + *                          !!           .  .  . 0         !
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 1973.3!         * +                          !!           0  .  .           !
 1973.4!       * +                            !!          0.  .  .           !
 1974.1!       +  *                           !!           .  .  .  0        !
 1974.2!         * +                          !!           0  .  .           !
 1974.3!         *+                           !!           .0 .  .           !
 1974.4!         +*                           !!           .  .0 .           !
 1975.1!          +                           !!           . 0.  .           !
 1975.2!          +                           !!           . 0.  .           !
 1975.3!         *+                           !!           . 0.  .           !
 1975.4!         *+                           !!           . 0.  .           !
 1976.1!          +*                          !!           .  . 0.           !
 1976.2!           +      *                   !!           .  .  .        0  !
 1976.3!                 *+                   !!           . 0.  .           !
 1976.4!                 *+                   !!           .  0  .           !
 1977.1!                * +                   !!          0.  .  .           !
 1977.2!                + *                   !!           .  .  .0          !
 1977.3!                 *+                   !!           .0 .  .           !
 1977.4!                 + *                  !!           .  .  .0          !
 1978.1!                   +*                 !!           .  .0 .           !
 1978.2!                   *+                 !!           .0 .  .           !
 1978.3!                   +  *               !!           .  .  .   0       !
 1978.4!                       +              !!           .  0  .           !
 1979.1!                     * +              !!           .0 .  .           !
 1979.2!                      +*              !!           .  .  0           !
 1979.3!                     * +              !!          0.  .  .           !
 1979.4!                     +                !!           .0 .  .           !
 1980.1!                     +  *             !!           .  .  .   0       !
 1980.2!                       *+             !!           0  .  .           !
 1980.3!                       +*             !!           .  .0 .           !
 1980.4!                      * +             !!           0  .  .           !
 1981.1!                   *  +               !!         0 .  .  .           !
 1981.2!                    +                 !!           .  .0 .           !
 1981.3!                    +                 !!           .  0  .           !
 1981.4!                    +   *             !!           .  .  .   0       !
 1982.1!                      * +             !!           0  .  .           !
 1982.2!                      + *             !!           .  .  0           !
 1982.3!                        +             !!           . 0.  .           !
 1982.4!                        +             !!           .  0  .           !
 1983.1!                      * +             !!          0.  .  .           !
 1983.2!                      +               !!           .  0  .           !
 1983.3!                      +  *            !!           .  .  . 0         !
 1983.4!                         +            !!           .  .0 .           !
 1984.1!                        *+            !!          0.  .  .           !
 1984.2!                        + *           !!           .  .  .0          !
 1984.3!                         *+           !!           . 0.  .           !
 1984.4!                         +*           !!           .  .0 .           !
 1985.1!                          + *         !!           .  .  .0          !
 1985.2!                          * +         !!           0  .  .           !
 1985.3!                          +*          !!           .  .0 .           !
 1985.4!                           +   *      !!           .  .  .   0       !
 1986.1!                           *   +      !!       0   .  .  .           !
 1986.2!                          *+          !!           .0 .  .           !
 1986.3!                          +           !!           .  0  .           !
 1986.4!                          +           !!           .  0  .           !
 1987.1!                          +           !!           . 0.  .           !
 1987.2!                         *+           !!           .0 .  .           !
 1987.3!                         +            !!           .  0  .           !
 1987.4!                         +            !!           .  .0 .           !
 1988.1!                         +  *         !!           .  .  . 0         !
 1988.2!                          * +         !!          0.  .  .           !
 1988.3!                          +*          !!           .  . 0.           !
 1988.4!                         * +          !!           0  .  .           !
 1989.1!                         + *          !!           .  .  .0          !
 1989.2!                           +          !!           .  0  .           !
 1989.3!                           +          !!           . 0.  .           !
 1989.4!                         * +          !!           0  .  .           !
 1990.1!                         +*           !!           .  .0 .           !
 1990.2!                          +           !!           .  0  .           !
 1990.3!                          +*          !!           .  . 0.           !
 1990.4!                           +*         !!           .  . 0.           !
 1991.1!                            +*        !!           .  . 0.           !
 1991.2!                            +*        !!           .  . 0.           !
 1991.3!                            *+        !!           .0 .  .           !
 1991.4!                            + *       !!           .  .  0           !
 1992.1!                            *+        !!           0  .  .           !
 1992.2!                            +         !!           .  0  .           !
 1992.3!                            +         !!           .  0  .           !
 1992.4!                            +*        !!           .  . 0.           !
 1993.1!                             +        !!           . 0.  .           !
 1993.2!                            *+        !!           . 0.  .           !
 1993.3!                            +         !!           . 0.  .           !
 1993.4!                            +*        !!           .  . 0.           !
 1994.1!                             +        !!           .  0  .           !
 1994.2!                             +        !!           . 0.  .           !
 1994.3!                             +        !!           .  .0 .           !
 1994.4!                             +*       !!           .  .0 .           !
 1995.1!                             *+       !!           . 0.  .           !
 1995.2!                             +        !!           .  0  .           !
 1995.3!                             +        !!           .  0  .           !
 1995.4!                             +        !!           .  .0 .           !
 1996.1!                              +       !!           .  .0 .           !
 1996.2!                              +       !!           .  0  .           !
 1996.3!                             *+       !!           . 0.  .           !
 1996.4!                             + *      !!           .  .  0           !
 1997.1!                               +      !!           .  0  .           !
 1997.2!                              *+      !!           . 0.  .           !
 1997.3!                              +*      !!           .  .0 .           !
 1997.4!                               +   *  !!           .  .  .    0      !
 1998.1!                                    +*!!           .  .  0           !
 1998.2!                                    *+!!           .0 .  .           !
 1998.3!                                    *+!!           . 0.  .           !
 1998.4!                                    + !!           . 0.  .           !
 1999.1!                                 *  + !!          0.  .  .           !
 1999.2!                                 +*   !!           .  .0 .           !
 1999.3!                                  +*  !!           .  .0 .           !
 1999.4!                                  *+  !!           . 0.  .           !
 2000.1!                                  +*  !!           .  .  0           !
 2000.2!                                 * +  !!         0 .  .  .           !
 2000.3!                                *+    !!           0  .  .           !
 2000.4!                                +     !!           .  .0 .           !
 2001.1!                               *+     !!           .0 .  .           !
 2001.2!                               + *    !!           .  . 0.           !
 2001.3!                                 +*   !!           .  . 0.           !
 2001.4!                                  +   !!           .  .0 .           !
 2002.1!                                  +   !!           .  0  .           !
 2002.2!                                  +*  !!           .  .0 .           !
 2002.3!                                 * +  !!          0.  .  .           !
 2002.4!                                 +*   !!           .  . 0.           !
 2003.1!                                  +   !!           . 0.  .           !
 2003.2!                                 *+   !!           . 0.  .           !
 2003.3!                                * +   !!           .0 .  .           !
 2003.4!                                 +*   !!           .  .  0           !
 2004.1!                                  +   !!           . 0.  .           !
 2004.2!                                 *+   !!           . 0.  .           !
 2004.3!                                  +   !!           .  0  .           !
 2004.4!                                 *+   !!           . 0.  .           !
 2005.1!                                 *+   !!           . 0.  .           !
 2005.2!                                *+    !!           .0 .  .           !
 2005.3!                                 +    !!           .  .0 .           !
 2005.4!                                 +*   !!           .  . 0.           !
 2006.1!                                 *+   !!           0  .  .           !
 2006.2!                                 +*   !!           .  . 0.           !
 2006.3!                                   +  !!           .  0  .           !
 2006.4!                                  *+  !!           . 0.  .           !
 2007.1!                                   +  !!           .  0  .           !
 2007.2!                                 * +  !!           0  .  .           !
 2007.3!                                 + *  !!           .  . 0.           !
 2007.4!                                   +  !!           .  0  .           !
 2008.1!                                   +  !!           .  0  .           !
 2008.2!                                  *+  !!           .0 .  .           !
 2008.3!                                  +   !!           .  0  .           !
 2008.4!                                   +  !!           .  0  .           !
 2009.1!                                   +* !!           .  . 0.           !
 2009.2!                                    + !!           .0 .  .           !
 2009.3!                                    + !!           .  0  .           !
 2009.4!                                    +*!!           .  .0 .           !
 2010.1!                                    *+!!           . 0.  .           !
 2010.2!                                   *+ !!           .0 .  .           !
 2010.3!                                   +  !!           .  0  .           !
 2010.4!                                   + *!!           .  . 0.           !
 2011.1!                                    *+!!           . 0.  .           !
 2011.2!                                     +!!           .  0  .           !
 2011.3!                                    *+!!           . 0.  .           !
 2011.4!                                    + *!           .  . 0.           !
 2012.1!                                     *+!           .0 .  .           !
 2012.2!                                     +*!           .  .0 .           !
 2012.3!                                     *+!           0  .  .           !
 2012.4!                                     +*!           .  .0 .           !


     19.68 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEPH=BEPX$Q/PHPMM;                                                     
 GENR LAABEPH=LOG(AABEPH+.00001);                                             
 GENR LABEPH=LOG(ABEPH+.00001);                                               
 LHS AABEPH=EXP(LAABEPH)-.00001;                                              
  EQ 1782 LAABEPH C LABEPH(-1) PBEPH;                                         
EQUATION 1159  LAABEPH  
   RHS     C  LABEPH(-1)  PBEPH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1159 PLOT=0;END;                                                     

Equation number = 1159
**********************

Dependent variable = LAABEPH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.159528453

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.258276589       0.262313353  -4.79685     1.000000
13886 LABEPH  ( -1)       0.731998801       0.051016546  14.34826    -5.152662
13884 PBEPH   (  0)      -0.130841353       0.139716602  -0.93648     0.989822

SE of equation            =     0.278706737
Sum of squared residuals  =  14.3703273      -0.265147904E-10
Average absolute error    =     0.214970272
Sum of ABS residuals      =  40.4144112    
R squared                 =   0.55559
Durbin-Watson statistic   =   2.22864
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                       +              !!         .    0    .         !
 1966.2!                     +    *           !!         .    .    0         !
 1966.3!                       +         *    !!         .    .    .    0    !
 1966.4!                         *  +         !!         . 0  .    .         !
 1967.1!                      +     *         !!         .    .    0         !
 1967.2!                        +  *          !!         .    .  0 .         !
 1967.3!                        +*            !!         .    .0   .         !
 1967.4!                       +   *          !!         .    .   0.         !
 1968.1!                       +  *           !!         .    .  0 .         !
 1968.2!                     *  +             !!         . 0  .    .         !
 1968.3!                   +           *      !!         .    .    .     0   !
 1968.4!                           +*         !!         .    .0   .         !
 1969.1!                     *   +            !!         .0   .    .         !
 1969.2!                    +*                !!         .    . 0  .         !
 1969.3!            *       +                 !!      0  .    .    .         !
 1969.4!        *    +                        !!         0    .    .         !
 1970.1!         *+                           !!         .   0.    .         !
 1970.2!        *  +                          !!         . 0  .    .         !
 1970.3!          +  *                        !!         .    . 0  .         !
 1970.4!              +      *                !!         .    .    . 0       !
 1971.1!                   + *                !!         .    .0   .         !
 1971.2!                   +  *               !!         .    .  0 .         !
 1971.3!                    +   *             !!         .    .  0 .         !
 1971.4!                *     +               !!        0.    .    .         !
 1972.1!                +*                    !!         .    .0   .         !
 1972.2!                +  *                  !!         .    .  0 .         !
 1972.3!                  +  *                !!         .    .  0 .         !
 1972.4!               *   +                  !!         . 0  .    .         !
 1973.1!    *          +                      !!   0     .    .    .         !
 1973.2!      +    *                          !!         .    .    0         !
 1973.3!            +   *                     !!         .    .    0         !
 1973.4!        *      +                      !!       0 .    .    .         !
 1974.1!         +       *                    !!         .    .    .  0      !
 1974.2!                +*                    !!         .    0    .         !
 1974.3!                +           *         !!         .    .    .      0  !
 1974.4!                        +  *          !!         .    .  0 .         !
 1975.1!              *        +              !!      0  .    .    .         !
 1975.2!             +    *                   !!         .    .   0.         !
 1975.3!         *      +                     !!       0 .    .    .         !
 1975.4!          +                           !!         .    0    .         !
 1976.1!           +    *                     !!         .    .    0         !
 1976.2!             * +                      !!         .  0 .    .         !
 1976.3!             +         *              !!         .    .    .    0    !
 1976.4!                    +     *           !!         .    .    .0        !
 1977.1!                       +      *       !!         .    .    . 0       !
 1977.2!                       * +            !!         .  0 .    .         !
 1977.3!                    +  *              !!         .    . 0  .         !
 1977.4!                    +*                !!         .    .0   .         !
 1978.1!                   +          *       !!         .    .    .     0   !
 1978.2!                          +           *!         .    .    .      0  !
 1978.3!                        *      +      !!       0 .    .    .         !
 1978.4!                     +                !!         .    0    .         !
 1979.1!                  *+                  !!         .   0.    .         !
 1979.2!              *  +                    !!         .  0 .    .         !
 1979.3!            * +                       !!         .  0 .    .         !
 1979.4!         *   +                        !!         .0   .    .         !
 1980.1!          +              *            !!         .    .    .         0
 1980.2!             *        +               !!     0   .    .    .         !
 1980.3!             +*                       !!         .    .0   .         !
 1980.4!             *+                       !!         .   0.    .         !
 1981.1! *            +                       !! 0       .    .    .         !
 1981.2!    +   *                             !!         .    .   0.         !
 1981.3!          +      *                    !!         .    .    . 0       !
 1981.4!              *  +                    !!         . 0  .    .         !
 1982.1!      *       +                       !!      0  .    .    .         !
 1982.2!        +   *                         !!         .    .  0 .         !
 1982.3!             +            *           !!         .    .    .       0 !
 1982.4!                       +   *          !!         .    .   0.         !
 1983.1!                   *    +             !!         0    .    .         !
 1983.2!                  +              *    !!         .    .    .         0
 1983.3!                            +    *    !!         .    .   0.         !
 1983.4!                             +        *!         .    .    .   0     !
 1984.1!                               *+     !!         .   0.    .         !
 1984.2!                           +          !!         .    0    .         !
 1984.3!                    *   +             !!         .0   .    .         !
 1984.4!                   +      *           !!         .    .    . 0       !
 1985.1!           *            +             !!  0      .    .    .         !
 1985.2!        *   +                         !!         .0   .    .         !
 1985.3!          +        *                  !!         .    .    .   0     !
 1985.4!    *              +                  !!0        .    .    .         !
 1986.1!       +   *                          !!         .    .   0.         !
 1986.2!           *+                         !!         .   0.    .         !
 1986.3!          * +                         !!         .  0 .    .         !
 1986.4!           + *                        !!         .    . 0  .         !
 1987.1!              +  *                    !!         .    .  0 .         !
 1987.2!                + *                   !!         .    . 0  .         !
 1987.3!                 +                    !!         .    .0   .         !
 1987.4!             *  +                     !!         . 0  .    .         !
 1988.1!             +      *                 !!         .    .    . 0       !
 1988.2!               *   +                  !!         .0   .    .         !
 1988.3!               + *                    !!         .    . 0  .         !
 1988.4!         *      +                     !!       0 .    .    .         !
 1989.1!           +    *                     !!         .    .    0         !
 1989.2!               +*                     !!         .    .0   .         !
 1989.3!                +    *                !!         .    .   0.         !
 1989.4!                *  +                  !!         . 0  .    .         !
 1990.1!               +  *                   !!         .    .  0 .         !
 1990.2!                 +*                   !!         .    .0   .         !
 1990.3!                +   *                 !!         .    .   0.         !
 1990.4!               *  +                   !!         . 0  .    .         !
 1991.1!              + *                     !!         .    . 0  .         !
 1991.2!               +   *                  !!         .    .  0 .         !
 1991.3!                 +                    !!         .    0    .         !
 1991.4!                +                     !!         .    0    .         !
 1992.1!            *  +                      !!         . 0  .    .         !
 1992.2!            +                         !!         .   0.    .         !
 1992.3!           *+                         !!         .   0.    .         !
 1992.4!          * +                         !!         .  0 .    .         !
 1993.1!        *  +                          !!         . 0  .    .         !
 1993.2!     *    +                           !!         .0   .    .         !
 1993.3!        +   *                         !!         .    .   0.         !
 1993.4!             +         *              !!         .    .    .    0    !
 1994.1!                 *   +                !!         .0   .    .         !
 1994.2!         *       +                    !!      0  .    .    .         !
 1994.3!      *   +                           !!         .0   .    .         !
 1994.4!        + *                           !!         .    .0   .         !
 1995.1!           +*                         !!         .    .0   .         !
 1995.2!             +  *                     !!         .    .  0 .         !
 1995.3!            *  +                      !!         . 0  .    .         !
 1995.4!        *    +                        !!         0    .    .         !
 1996.1!         +    *                       !!         .    .   0.         !
 1996.2!              +        *              !!         .    .    .  0      !
 1996.3!              *     +                 !!        0.    .    .         !
 1996.4!              + *                     !!         .    . 0  .         !
 1997.1!              * +                     !!         .   0.    .         !
 1997.2!             * +                      !!         .   0.    .         !
 1997.3!              +  *                    !!         .    .  0 .         !
 1997.4!               * +                    !!         .   0.    .         !
 1998.1!               + *                    !!         .    .0   .         !
 1998.2!             *  +                     !!         . 0  .    .         !
 1998.3!          *  +                        !!         . 0  .    .         !
 1998.4!  *        +                          !!     0   .    .    .         !
 1999.1!      + *                             !!         .    .  0 .         !
 1999.2!    *     +                           !!        0.    .    .         !
 1999.3!      *+                              !!         .   0.    .         !
 1999.4!  *     +                             !!        0.    .    .         !
 2000.1!  *   +                               !!         .0   .    .         !
 2000.2! *    +                               !!         0    .    .         !
 2000.3!     +  *                             !!         .    .  0 .         !
 2000.4!      *   +                           !!         .0   .    .         !
 2001.1!         + *                          !!         .    .  0 .         !
 2001.2!             +                        !!         .    .0   .         !
 2001.3!             *+                       !!         .   0.    .         !
 2001.4!           *  +                       !!         . 0  .    .         !
 2002.1!          * +                         !!         .  0 .    .         !
 2002.2!         * +                          !!         . 0  .    .         !
 2002.3!           +     *                    !!         .    .    .0        !
 2002.4!              * +                     !!         .  0 .    .         !
 2003.1!              +                       !!         .    0    .         !
 2003.2!          *   +                       !!         .0   .    .         !
 2003.3!           +*                         !!         .    .0   .         !
 2003.4!        *   +                         !!         0    .    .         !
 2004.1!         +                            !!         .   0.    .         !
 2004.2!       *  +                           !!         . 0  .    .         !
 2004.3!        *+                            !!         .   0.    .         !
 2004.4!        * +                           !!         .   0.    .         !
 2005.1!      *   +                           !!         .0   .    .         !
 2005.2!        +*                            !!         .    .0   .         !
 2005.3!          +*                          !!         .    .0   .         !
 2005.4!          *+                          !!         .   0.    .         !
 2006.1!          *+                          !!         .   0.    .         !
 2006.2!           +*                         !!         .    .0   .         !
 2006.3!           *+                         !!         .   0.    .         !
 2006.4!        *  +                          !!         . 0  .    .         !
 2007.1!        *+                            !!         .   0.    .         !
 2007.2!        *+                            !!         .   0.    .         !
 2007.3!         +                            !!         .    0    .         !
 2007.4!   *      +                           !!       0 .    .    .         !
 2008.1*     +                                !!        0.    .    .         !
 2008.2!  + *                                 !!         .    . 0  .         !
 2008.3!      + *                             !!         .    .0   .         !
 2008.4!         +  *                         !!         .    .  0 .         !
 2009.1!         *  +                         !!         . 0  .    .         !
 2009.2!       *  +                           !!         . 0  .    .         !
 2009.3!        +                             !!         .    0    .         !
 2009.4!      *  +                            !!         . 0  .    .         !
 2010.1!      * +                             !!         .  0 .    .         !
 2010.2!    *   +                             !!         . 0  .    .         !
 2010.3!       +  *                           !!         .    .  0 .         !
 2010.4!   *      +                           !!       0 .    .    .         !
 2011.1!      +   *                           !!         .    .   0.         !
 2011.2!       *   +                          !!         .0   .    .         !
 2011.3!        +                             !!         .    0    .         !
 2011.4!     *   +                            !!         .0   .    .         !
 2012.1!       +   *                          !!         .    .   0.         !
 2012.2!     *     +                          !!        0.    .    .         !
 2012.3!    *  +                              !!         .  0 .    .         !
 2012.4!  *   +                               !!         0    .    .         !


     24.47 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDEPH=DEPX$Q/PHPMM;                                                     
 GENR LAADEPH=LOG(AADEPH+.00001);                                             
 GENR LADEPH=LOG(ADEPH+.00001);                                               
 LHS AADEPH=EXP(LAADEPH)-.00001;                                              
  EQ 1783 LAADEPH C LADEPH(-1) PDEPH;                                         
EQUATION 1160  LAADEPH  
   RHS     C  LADEPH(-1)  PDEPH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1160 PLOT=0;END;                                                     

Equation number = 1160
**********************

Dependent variable = LAADEPH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.972213131

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.256318182       0.330199350  -3.80473     1.000000
13889 LADEPH  ( -1)       0.744996847       0.049074125  15.18105    -5.969875
13887 PDEPH   (  0)      -0.261082037       0.189535464  -1.37748     1.027864

SE of equation            =     0.339693011
Sum of squared residuals  =  21.3473983       0.101474384E-10
Average absolute error    =     0.244441482
Sum of ABS residuals      =  45.9549985    
R squared                 =   0.56713
Durbin-Watson statistic   =   2.46522
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!       +                              !!           .  0  .           !
 1966.2!     *  +                             !!           .0 .  .           !
 1966.3!      +  *                            !!           .  . 0.           !
 1966.4!         +                            !!           .  0  .           !
 1967.1!         +   *                        !!           .  . 0.           !
 1967.2!            + *                       !!           .  .0 .           !
 1967.3!             + *                      !!           .  . 0.           !
 1967.4!              +*                      !!           .  0  .           !
 1968.1!             *+                       !!           .  0  .           !
 1968.2!             + *                      !!           .  .0 .           !
 1968.3!              +*                      !!           .  .0 .           !
 1968.4!              +*                      !!           .  0  .           !
 1969.1!             *+                       !!           . 0.  .           !
 1969.2!             +  *                     !!           .  . 0.           !
 1969.3!               + *                    !!           .  .0 .           !
 1969.4!                +                     !!           .  0  .           !
 1970.1!               +*                     !!           .  0  .           !
 1970.2!               +                      !!           .  0  .           !
 1970.3!               + *                    !!           .  .0 .           !
 1970.4!               *+                     !!           .  0  .           !
 1971.1!               +*                     !!           .  .0 .           !
 1971.2!               +*                     !!           .  .0 .           !
 1971.3!               +*                     !!           .  0  .           !
 1971.4!               +    *                 !!           .  .  .0          !
 1972.1!              *   +                   !!           0  .  .           !
 1972.2!             +        *               !!           .  .  .  0        !
 1972.3!                *  +                  !!           .0 .  .           !
 1972.4!              +    *                  !!           .  .  0           !
 1973.1!                 +  *                 !!           .  . 0.           !
 1973.2!                 +                    !!           .  0  .           !
 1973.3!              +      *                !!           .  .  .0          !
 1973.4!                 +                    !!           . 0.  .           !
 1974.1!              + *                     !!           .  .0 .           !
 1974.2!              +      *                !!           .  .  . 0         !
 1974.3!                 *+                   !!           . 0.  .           !
 1974.4!             * +                      !!           . 0.  .           !
 1975.1!           +  *                       !!           .  . 0.           !
 1975.2!       *    +                         !!          0.  .  .           !
 1975.3!       +      *                       !!           .  .  . 0         !
 1975.4!      *     +                         !!          0.  .  .           !
 1976.1!  *   +                               !!           .0 .  .           !
 1976.2!*   +                                 !!           0  .  .           !
 1976.3!  +        *                          !!           .  .  .  0        !
 1976.4!          + *                         !!           .  .0 .           !
 1977.1!           +    *                     !!           .  .  0           !
 1977.2!             *+                       !!           .  0  .           !
 1977.3!        *   +                         !!           0  .  .           !
 1977.4!        + *                           !!           .  .0 .           !
 1978.1!       * +                            !!           . 0.  .           !
 1978.2!        +    *                        !!           .  .  .0          !
 1978.3!            +   *                     !!           .  .  0           !
 1978.4!        *     +                       !!         0 .  .  .           !
 1979.1!        +    *                        !!           .  .  0           !
 1979.2!            + *                       !!           .  .0 .           !
 1979.3!             +    *                   !!           .  .  .0          !
 1979.4!           *    +                     !!          0.  .  .           !
 1980.1!          +      *                    !!           .  .  .0          !
 1980.2!               +  *                   !!           .  . 0.           !
 1980.3!                +                     !!           .  0  .           !
 1980.4!              +                       !!           . 0.  .           !
 1981.1!           * +                        !!           . 0.  .           !
 1981.2!           +      *                   !!           .  .  . 0         !
 1981.3!                + *                   !!           .  .0 .           !
 1981.4!              * +                     !!           . 0.  .           !
 1982.1!              +     *                 !!           .  .  .0          !
 1982.2!                  +        *          !!           .  .  .  0        !
 1982.3!                       +  *           !!           .  . 0.           !
 1982.4!                      +               !!           .  0  .           !
 1983.1!                   +    *             !!           .  .  0           !
 1983.2!                 *   +                !!           .0 .  .           !
 1983.3!                +                     *!           .  .  .           0
 1983.4!                  *             +     !!     0     .  .  .           !
 1984.1!            *    +                    !!           0  .  .           !
 1984.2!      *     +                         !!         0 .  .  .           !
 1984.3!*       +                             !!         0 .  .  .           !
 1984.4!   +     *                            !!           .  .  .0          !
 1985.1!          +  *                        !!           .  . 0.           !
 1985.2!         *   +                        !!           0  .  .           !
 1985.3!      *   +                           !!           0  .  .           !
 1985.4!       +    *                         !!           .  .  0           !
 1986.1!           *+                         !!           .  0  .           !
 1986.2!           +*                         !!           .  .0 .           !
 1986.3*            +                         !!     0     .  .  .           !
 1986.4!  +            *                      !!           .  .  .     0     !
 1987.1!              +  *                    !!           .  . 0.           !
 1987.2!              *+                      !!           . 0.  .           !
 1987.3!             +                        !!           .  0  .           !
 1987.4!            +    *                    !!           .  .  .0          !
 1988.1!              *+                      !!           . 0.  .           !
 1988.2!           * +                        !!           . 0.  .           !
 1988.3!           +                          !!           .  0  .           !
 1988.4!       *   +                          !!           .0 .  .           !
 1989.1!        +     *                       !!           .  .  .0          !
 1989.2!           * +                        !!           .0 .  .           !
 1989.3!           + *                        !!           .  .0 .           !
 1989.4!           *+                         !!           . 0.  .           !
 1990.1!          +                           !!           .  0  .           !
 1990.2!         *+                           !!           .  0  .           !
 1990.3!         +      *                     !!           .  .  . 0         !
 1990.4!              +*                      !!           .  .0 .           !
 1991.1!           * +                        !!           .0 .  .           !
 1991.2!          +  *                        !!           .  . 0.           !
 1991.3!             + *                      !!           .  . 0.           !
 1991.4!           *  +                       !!           .0 .  .           !
 1992.1!           +     *                    !!           .  .  .0          !
 1992.2!             * +                      !!           . 0.  .           !
 1992.3!            +   *                     !!           .  . 0.           !
 1992.4!           *  +                       !!           .0 .  .           !
 1993.1!          *+                          !!           .  0  .           !
 1993.2!          + *                         !!           .  .0 .           !
 1993.3!         *  +                         !!           .0 .  .           !
 1993.4!         +                            !!           .  0  .           !
 1994.1!       *  +                           !!           .0 .  .           !
 1994.2!        + *                           !!           .  .0 .           !
 1994.3!          + *                         !!           .  .0 .           !
 1994.4!        *  +                          !!           .0 .  .           !
 1995.1!         +    *                       !!           .  .  .0          !
 1995.2!         *   +                        !!           0  .  .           !
 1995.3!       * +                            !!           . 0.  .           !
 1995.4!      * +                             !!           . 0.  .           !
 1996.1!       +                              !!           .  0  .           !
 1996.2!       *+                             !!           . 0.  .           !
 1996.3!       *+                             !!           . 0.  .           !
 1996.4!       *+                             !!           . 0.  .           !
 1997.1!      * +                             !!           .0 .  .           !
 1997.2!     * +                              !!           . 0.  .           !
 1997.3!       +    *                         !!           .  .  0           !
 1997.4!        *  +                          !!           .0 .  .           !
 1998.1!         +*                           !!           .  0  .           !
 1998.2!  *       +                           !!        0  .  .  .           !
 1998.3!*   +                                 !!           0  .  .           !
 1998.4!   +*                                 !!           .  .0 .           !
 1999.1!*     +                               !!          0.  .  .           !
 1999.2!   +   *                              !!           .  .  0           !
 1999.3!       * +                            !!           . 0.  .           !
 1999.4!      *  +                            !!           .0 .  .           !
 2000.1!       *+                             !!           . 0.  .           !
 2000.2!     *  +                             !!           0  .  .           !
 2000.3!      *+                              !!           .  0  .           !
 2000.4!    *   +                             !!           .0 .  .           !
 2001.1!     *+                               !!           . 0.  .           !
 2001.2!       +                              !!           .  0  .           !
 2001.3!        +                             !!           .  0  .           !
 2001.4!       * +                            !!           . 0.  .           !
 2002.1!       *+                             !!           . 0.  .           !
 2002.2!        *+                            !!           .  0  .           !
 2002.3!         +                            !!           .  0  .           !
 2002.4!     *   +                            !!           0  .  .           !
 2003.1!     *+                               !!           . 0.  .           !
 2003.2!    * +                               !!           .0 .  .           !
 2003.3*     +                                !!          0.  .  .           !
 2003.4!  +                                   !!           .  0  .           !
 2004.1!   *+                                 !!           . 0.  .           !
 2004.2!     +*                               !!           .  .0 .           !
 2004.3!      *+                              !!           .  0  .           !
 2004.4!     * +                              !!           . 0.  .           !
 2005.1!     *+                               !!           .  0  .           !
 2005.2!    * +                               !!           . 0.  .           !
 2005.3!      +*                              !!           .  .0 .           !
 2005.4!   *   +                              !!           0  .  .           !
 2006.1!  *  +                                !!           .0 .  .           !
 2006.2!    +*                                !!           .  .0 .           !
 2006.3!   *  +                               !!           .0 .  .           !
 2006.4*    +                                 !!          0.  .  .           !
 2007.1!  +  *                                !!           .  .  0           !
 2007.2! *    +                               !!          0.  .  .           !
 2007.3!   + *                                !!           .  .0 .           !
 2007.4!*    +                                !!          0.  .  .           !
 2008.1!  +*                                  !!           .  .0 .           !
 2008.2!    +*                                !!           .  0  .           !
 2008.3!      +                               !!           .  0  .           !
 2008.4!     * +                              !!           . 0.  .           !
 2009.1!      + *                             !!           .  . 0.           !
 2009.2!     *   +                            !!           0  .  .           !
 2009.3!    * +                               !!           . 0.  .           !
 2009.4!    *+                                !!           . 0.  .           !
 2010.1!    *+                                !!           . 0.  .           !
 2010.2!     +*                               !!           .  0  .           !
 2010.3!    *  +                              !!           .0 .  .           !
 2010.4!     *+                               !!           . 0.  .           !
 2011.1!    * +                               !!           . 0.  .           !
 2011.2! *    +                               !!           0  .  .           !
 2011.3!  * +                                 !!           . 0.  .           !
 2011.4!*   +                                 !!           0  .  .           !
 2012.1! *+                                   !!           . 0.  .           !
 2012.2!*  +                                  !!           0  .  .           !
 2012.3!  +                                   !!           .  0  .           !
 2012.4!*   +                                 !!           .0 .  .           !


     23.94 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOPH=NOPX$Q/PHPMM;                                                     
 GENR LAANOPH=LOG(AANOPH+.00001);                                             
 GENR LANOPH=LOG(ANOPH+.00001);                                               
 LHS AANOPH=EXP(LAANOPH)-.00001;                                              
  EQ 1784 LAANOPH C LANOPH(-1) PNOPH;                                         
EQUATION 1161  LAANOPH  
   RHS     C  LANOPH(-1)  PNOPH  
 SMPL 1978.4 2012.4;                                                          
Sample period is now  1978.4 to  2012.4 Internally:   108 to   244
 OLS;EST 1161 PLOT=0;END;                                                     

Equation number = 1161
**********************

Dependent variable = LAANOPH 

 1978.4 -   2012.4,    0 missing obs.,  137 obs. used.

Mean of dependent variable       -7.067655985

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.329912317       0.507090264  -6.56671     1.000000
13892 LANOPH  ( -1)       0.491562504       0.073092150   6.72524    -7.055516
13890 PNOPH   (  0)      -0.298540844       0.192937158  -1.54735     0.902779

SE of equation            =     0.653494123
Sum of squared residuals  =  57.2253123      -0.330224736E-11
Average absolute error    =     0.472274604
Sum of ABS residuals      =  64.7016208    
R squared                 =   0.29324
Durbin-Watson statistic   =   2.20078
SMPL and No. Obs.         = 1978.4   2012.4    137

Plot of actual(*) and fitted(+) values and residuals(0)


 1978.4!                     +       *        !!           .  .  . 0         !
 1979.1!                     +        *       !!           .  .  .  0        !
 1979.2!                     +         *      !!           .  .  .  0        !
 1979.3!                      + *             !!           .  . 0.           !
 1979.4!                 *+                   !!           .  0  .           !
 1980.1!              +  *                    !!           .  .0 .           !
 1980.2!              +            *          !!           .  .  .    0      !
 1980.3!              *    +                  !!           0  .  .           !
 1980.4!         *  +                         !!           .0 .  .           !
 1981.1!          + *                         !!           .  .0 .           !
 1981.2!            +  *                      !!           .  . 0.           !
 1981.3!             + *                      !!           .  . 0.           !
 1981.4!             +     *                  !!           .  .  0           !
 1982.1!               +                      !!           .  0  .           !
 1982.2!        *    +                        !!           0  .  .           !
 1982.3!          +  *                        !!           .  . 0.           !
 1982.4!            +*                        !!           .  0  .           !
 1983.1!            + *                       !!           .  .0 .           !
 1983.2!         *   +                        !!           .0 .  .           !
 1983.3!          + *                         !!           .  .0 .           !
 1983.4!           *+                         !!           . 0.  .           !
 1984.1!   *       +                          !!         0 .  .  .           !
 1984.2!        +                             !!           .  0  .           !
 1984.3!          +  *                        !!           .  .0 .           !
 1984.4!            +*                        !!           .  .0 .           !
 1985.1!             +     *                  !!           .  .  .0          !
 1985.2!         *      +                     !!          0.  .  .           !
 1985.3!          +     *                     !!           .  .  0           !
 1985.4!              +   *                   !!           .  . 0.           !
 1986.1!      *        +                      !!         0 .  .  .           !
 1986.2!         +*                           !!           .  0  .           !
 1986.3!            +  *                      !!           .  . 0.           !
 1986.4!              +*                      !!           .  0  .           !
 1987.1!            * +                       !!           . 0.  .           !
 1987.2!             +                       *!!           .  .  .           0
 1987.3!                        *+            !!           . 0.  .           !
 1987.4!              *   +                   !!           .0 .  .           !
 1988.1!           *  +                       !!           .0 .  .           !
 1988.2!            + *                       !!           .  .0 .           !
 1988.3!              +    *                  !!           .  .  0           !
 1988.4!                + *                   !!           .  .0 .           !
 1989.1!          *    +                      !!           0  .  .           !
 1989.2!            +    *                    !!           .  .  0           !
 1989.3!           *   +                      !!           .0 .  .           !
 1989.4!         *  +                         !!           .0 .  .           !
 1990.1!           +       *                  !!           .  .  . 0         !
 1990.2!                +   *                 !!           .  . 0.           !
 1990.3!       *        +                     !!         0 .  .  .           !
 1990.4!   *     +                            !!          0.  .  .           !
 1991.1!    *   +                             !!           .0 .  .           !
 1991.2!      *  +                            !!           . 0.  .           !
 1991.3!          +          *                !!           .  .  .   0       !
 1991.4!            *    +                    !!           0  .  .           !
 1992.1!            + *                       !!           .  .0 .           !
 1992.2!          *  +                        !!           .0 .  .           !
 1992.3!           *+                         !!           .  0  .           !
 1992.4!          * +                         !!           . 0.  .           !
 1993.1!     *      +                         !!          0.  .  .           !
 1993.2!         + *                          !!           .  .0 .           !
 1993.3!       *    +                         !!           0  .  .           !
 1993.4!         *+                           !!           . 0.  .           !
 1994.1!          * +                         !!           . 0.  .           !
 1994.2!        *   +                         !!           .0 .  .           !
 1994.3!           +*                         !!           .  .0 .           !
 1994.4!             +    *                   !!           .  .  0           !
 1995.1!              *+                      !!           . 0.  .           !
 1995.2!         *    +                       !!           0  .  .           !
 1995.3!           +*                         !!           .  0  .           !
 1995.4!            *+                        !!           .  0  .           !
 1996.1!            *+                        !!           .  0  .           !
 1996.2!             +                        *!           .  .  .           0
 1996.3!                 *       +            !!         0 .  .  .           !
 1996.4!               +*                     !!           .  .0 .           !
 1997.1!              +*                      !!           .  0  .           !
 1997.2!             *+                       !!           . 0.  .           !
 1997.3!           * +                        !!           . 0.  .           !
 1997.4!         *  +                         !!           .0 .  .           !
 1998.1!           +  *                       !!           .  . 0.           !
 1998.2!            * +                       !!           . 0.  .           !
 1998.3!           * +                        !!           . 0.  .           !
 1998.4!          * +                         !!           . 0.  .           !
 1999.1!         *  +                         !!           .0 .  .           !
 1999.2!            +  *                      !!           .  . 0.           !
 1999.3!         *    +                       !!           0  .  .           !
 1999.4!       *   +                          !!           .0 .  .           !
 2000.1!        * +                           !!           . 0.  .           !
 2000.2!           + *                        !!           .  .0 .           !
 2000.3!     *       +                        !!         0 .  .  .           !
 2000.4!         +           *                !!           .  .  .    0      !
 2001.1!         *       +                    !!         0 .  .  .           !
 2001.2!          *+                          !!           . 0.  .           !
 2001.3!           +        *                 !!           .  .  . 0         !
 2001.4!                +   *                 !!           .  . 0.           !
 2002.1!              *  +                    !!           .0 .  .           !
 2002.2!     *       +                        !!         0 .  .  .           !
 2002.3!       * +                            !!           . 0.  .           !
 2002.4!        * +                           !!           . 0.  .           !
 2003.1!    *     +                           !!          0.  .  .           !
 2003.2!         + *                          !!           .  . 0.           !
 2003.3!     *      +                         !!          0.  .  .           !
 2003.4!       * +                            !!           . 0.  .           !
 2004.1!   *      +                           !!          0.  .  .           !
 2004.2!       +   *                          !!           .  . 0.           !
 2004.3!          *+                          !!           . 0.  .           !
 2004.4!   *       +                          !!          0.  .  .           !
 2005.1!      *+                              !!           . 0.  .           !
 2005.2!         +*                           !!           .  .0 .           !
 2005.3!    *     +                           !!          0.  .  .           !
 2005.4!     * +                              !!           . 0.  .           !
 2006.1*        +                             !!         0 .  .  .           !
 2006.2!*   +                                 !!           0  .  .           !
 2006.3!  *  +                                !!           .0 .  .           !
 2006.4!      +                               !!           .  0  .           !
 2007.1!      * +                             !!           .0 .  .           !
 2007.2*        +                             !!         0 .  .  .           !
 2007.3!*   +                                 !!           0  .  .           !
 2007.4!    +*                                !!           .  0  .           !
 2008.1!*      +                              !!          0.  .  .           !
 2008.2!    +          *                      !!           .  .  .   0       !
 2008.3!   *        +                         !!         0 .  .  .           !
 2008.4!      +     *                         !!           .  .  0           !
 2009.1!    *      +                          !!          0.  .  .           !
 2009.2!     * +                              !!           .0 .  .           !
 2009.3!        + *                           !!           .  . 0.           !
 2009.4!          +*                          !!           .  0  .           !
 2010.1!          +                           !!           .  0  .           !
 2010.2!          +   *                       !!           .  . 0.           !
 2010.3!            +*                        !!           .  .0 .           !
 2010.4!           +                          !!           .  0  .           !
 2011.1!          +     *                     !!           .  .  .0          !
 2011.2!            + *                       !!           .  .0 .           !
 2011.3!           *+                         !!           .  0  .           !
 2011.4!          +      *                    !!           .  .  .0          !
 2012.1!             +*                       !!           .  .0 .           !
 2012.2!           + *                        !!           .  .0 .           !
 2012.3!           +                          !!           .  0  .           !
 2012.4!          +   *                       !!           .  .  0           !


     25.55 percent of the residuals exceed 1 SE
      2.92 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWPH=SWPX$Q/PHPMM;                                                     
 GENR LAASWPH=LOG(AASWPH+.00001);                                             
 GENR LASWPH=LOG(ASWPH+.00001);                                               
 LHS AASWPH=EXP(LAASWPH)-.00001;                                              
  EQ 1785 LAASWPH C LASWPH(-1) PSWPH;                                         
EQUATION 1162  LAASWPH  
   RHS     C  LASWPH(-1)  PSWPH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1162 PLOT=0;END;                                                     

Equation number = 1162
**********************

Dependent variable = LAASWPH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.519543763

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.464524415       0.323585911  -4.52592     1.000000
13895 LASWPH  ( -1)       0.726885517       0.052339453  13.88791    -5.512656
13893 PSWPH   (  0)      -0.041649712       0.175661931  -0.23710     1.151261

SE of equation            =     0.381894392
Sum of squared residuals  =  26.9810154      -0.198241423E-11
Average absolute error    =     0.261091128
Sum of ABS residuals      =  49.0851320    
R squared                 =   0.51957
Durbin-Watson statistic   =   2.22856
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!             *+                       !!           .  0  .           !
 1966.2!             +*                       !!           .  .0 .           !
 1966.3!             +        *               !!           .  .  . 0         !
 1966.4!                   +                  !!           .  0  .           !
 1967.1!                 +*                   !!           .  .0 .           !
 1967.2!                *+                    !!           .  0  .           !
 1967.3!             * +                      !!           . 0.  .           !
 1967.4!             +        *               !!           .  .  . 0         !
 1968.1!                 * +                  !!           . 0.  .           !
 1968.2!                +                     !!           .  0  .           !
 1968.3!               +        *             !!           .  .  .  0        !
 1968.4!                  *  +                !!           .0 .  .           !
 1969.1!                +*                    !!           .  .0 .           !
 1969.2!                +  *                  !!           .  . 0.           !
 1969.3!                 +  *                 !!           .  . 0.           !
 1969.4!                  +                   !!           .  0  .           !
 1970.1!                 +  *                 !!           .  . 0.           !
 1970.2!                  +   *               !!           .  .  0           !
 1970.3!                   *+                 !!           .  0  .           !
 1970.4!                 +                    !!           .  0  .           !
 1971.1!             *  +                     !!           .0 .  .           !
 1971.2!            *+                        !!           .  0  .           !
 1971.3!            +*                        !!           .  0  .           !
 1971.4!             +           *            !!           .  .  .    0      !
 1972.1!           *          +               !!       0   .  .  .           !
 1972.2!           *+                         !!           . 0.  .           !
 1972.3!           +     *                    !!           .  .  .0          !
 1972.4!             *  +                     !!           .0 .  .           !
 1973.1!             +   *                    !!           .  .  0           !
 1973.2!              * +                     !!           . 0.  .           !
 1973.3!              +*                      !!           .  .0 .           !
 1973.4!           *  +                       !!           .0 .  .           !
 1974.1!           +       *                  !!           .  .  . 0         !
 1974.2!                *+                    !!           . 0.  .           !
 1974.3!               +                      !!           .  .0 .           !
 1974.4!           *  +                       !!           .0 .  .           !
 1975.1!           + *                        !!           .  .0 .           !
 1975.2!           * +                        !!           . 0.  .           !
 1975.3!           +*                         !!           .  0  .           !
 1975.4!            +  *                      !!           .  . 0.           !
 1976.1!            * +                       !!           . 0.  .           !
 1976.2!           *+                         !!           . 0.  .           !
 1976.3!           +                          !!           .  0  .           !
 1976.4!        *  +                          !!           .0 .  .           !
 1977.1!         +  *                         !!           .  . 0.           !
 1977.2!            +*                        !!           .  .0 .           !
 1977.3!             +                        !!           .  0  .           !
 1977.4!          *  +                        !!           .0 .  .           !
 1978.1!          +        *                  !!           .  .  .  0        !
 1978.2!                 +*                   !!           .  .0 .           !
 1978.3!                 +*                   !!           .  .0 .           !
 1978.4!                +          *          !!           .  .  .   0       !
 1979.1!                 *     +              !!          0.  .  .           !
 1979.2!                +     *               !!           .  .  .0          !
 1979.3!                 * +                  !!           . 0.  .           !
 1979.4!              * +                     !!           . 0.  .           !
 1980.1!             +                        !!           .  0  .           !
 1980.2!             +                        !!           .  0  .           !
 1980.3!             +    *                   !!           .  .  0           !
 1980.4!               * +                    !!           . 0.  .           !
 1981.1!            *  +                      !!           . 0.  .           !
 1981.2!            +    *                    !!           .  .  0           !
 1981.3!               *+                     !!           .  0  .           !
 1981.4!              + *                     !!           .  .0 .           !
 1982.1!              *+                      !!           . 0.  .           !
 1982.2!             +    *                   !!           .  .  0           !
 1982.3!                 +                    !!           .  0  .           !
 1982.4!             *  +                     !!           .0 .  .           !
 1983.1!             +*                       !!           .  0  .           !
 1983.2!             +         *              !!           .  .  .  0        !
 1983.3!                *   +                 !!           0  .  .           !
 1983.4!               +*                     !!           .  0  .           !
 1984.1!               +                      *!           .  .  .           0
 1984.2!                               +   *  !!           .  .  0           !
 1984.3!                             +     *  !!           .  .  .0          !
 1984.4!                *            +        !!      0    .  .  .           !
 1985.1!               +*                     !!           .  0  .           !
 1985.2!        *      +                      !!         0 .  .  .           !
 1985.3!        *+                            !!           .  0  .           !
 1985.4!          +    *                      !!           .  .  .0          !
 1986.1!             *+                       !!           . 0.  .           !
 1986.2!           * +                        !!           . 0.  .           !
 1986.3!           +*                         !!           .  0  .           !
 1986.4!            +     *                   !!           .  .  .0          !
 1987.1!            *    +                    !!           0  .  .           !
 1987.2!          * +                         !!           . 0.  .           !
 1987.3!           +                          !!           .  0  .           !
 1987.4!            +  *                      !!           .  . 0.           !
 1988.1!              +                       !!           .  0  .           !
 1988.2!              +*                      !!           .  .0 .           !
 1988.3!              +                     * !!           .  .  .          0!
 1988.4!                    *        +        !!        0  .  .  .           !
 1989.1!                 *+                   !!           . 0.  .           !
 1989.2!               *+                     !!           .  0  .           !
 1989.3!        *     +                       !!          0.  .  .           !
 1989.4!         +*                           !!           .  .0 .           !
 1990.1!           +*                         !!           .  0  .           !
 1990.2!        *   +                         !!           .0 .  .           !
 1990.3!      *  +                            !!           .0 .  .           !
 1990.4!       +                              !!           .  0  .           !
 1991.1!        +*                            !!           .  .0 .           !
 1991.2!      *   +                           !!           0  .  .           !
 1991.3!   *    +                             !!           0  .  .           !
 1991.4!     +   *                            !!           .  . 0.           !
 1992.1!          +                           !!           .  0  .           !
 1992.2!    *      +                          !!          0.  .  .           !
 1992.3! *    +                               !!          0.  .  .           !
 1992.4!   *+                                 !!           .  0  .           !
 1993.1!      +  *                            !!           .  . 0.           !
 1993.2!       *  +                           !!           .0 .  .           !
 1993.3!      * +                             !!           . 0.  .           !
 1993.4!        +    *                        !!           .  .  0           !
 1994.1!             +                        !!           .  0  .           !
 1994.2!          *  +                        !!           .0 .  .           !
 1994.3!        * +                           !!           . 0.  .           !
 1994.4!         + *                          !!           .  .0 .           !
 1995.1!           +*                         !!           .  .0 .           !
 1995.2!        *   +                         !!           0  .  .           !
 1995.3!         + *                          !!           .  .0 .           !
 1995.4!          *+                          !!           . 0.  .           !
 1996.1!          +  *                        !!           .  . 0.           !
 1996.2!             +      *                 !!           .  .  . 0         !
 1996.3!                  +   *               !!           .  . 0.           !
 1996.4!                   +*                 !!           .  0  .           !
 1997.1!               *  +                   !!           .0 .  .           !
 1997.2!              +      *                !!           .  .  .0          !
 1997.3!                   +   *              !!           .  .  0           !
 1997.4!                  * +                 !!           .0 .  .           !
 1998.1!            *   +                     !!           0  .  .           !
 1998.2!            + *                       !!           .  . 0.           !
 1998.3!       *      +                       !!          0.  .  .           !
 1998.4!      *  +                            !!           .0 .  .           !
 1999.1!        +*                            !!           .  .0 .           !
 1999.2!          +   *                       !!           .  .  0           !
 1999.3!           * +                        !!           .0 .  .           !
 1999.4!           +                          !!           .  0  .           !
 2000.1!          *+                          !!           . 0.  .           !
 2000.2!          +*                          !!           .  .0 .           !
 2000.3!            +                         !!           .  0  .           !
 2000.4!            +  *                      !!           .  . 0.           !
 2001.1!              +*                      !!           .  0  .           !
 2001.2!              +                       !!           .  0  .           !
 2001.3!       *      +                       !!          0.  .  .           !
 2001.4!        +                             !!           .  0  .           !
 2002.1!         + *                          !!           .  .0 .           !
 2002.2!    *      +                          !!          0.  .  .           !
 2002.3!       +     *                        !!           .  .  .0          !
 2002.4!         *   +                        !!           .0 .  .           !
 2003.1!       *  +                           !!           .0 .  .           !
 2003.2!       *+                             !!           . 0.  .           !
 2003.3!       *+                             !!           . 0.  .           !
 2003.4!        + *                           !!           .  .0 .           !
 2004.1!           +                          !!           .  0  .           !
 2004.2!          *+                          !!           . 0.  .           !
 2004.3!          *+                          !!           .  0  .           !
 2004.4!       *   +                          !!           .0 .  .           !
 2005.1!         +                            !!           .  0  .           !
 2005.2!        * +                           !!           . 0.  .           !
 2005.3!   *     +                            !!          0.  .  .           !
 2005.4!      +                               !!           .  0  .           !
 2006.1!        + *                           !!           .  .0 .           !
 2006.2!      *    +                          !!           0  .  .           !
 2006.3!  *     +                             !!          0.  .  .           !
 2006.4!     +                                !!           .  0  .           !
 2007.1!   *   +                              !!           0  .  .           !
 2007.2! *    +                               !!           0  .  .           !
 2007.3!    +   *                             !!           .  . 0.           !
 2007.4!     *   +                            !!           .0 .  .           !
 2008.1!       +*                             !!           .  0  .           !
 2008.2!         +                            !!           .  0  .           !
 2008.3!          +                           !!           .  0  .           !
 2008.4!         * +                          !!           . 0.  .           !
 2009.1!          +                           !!           .  0  .           !
 2009.2!          +                           !!           .  0  .           !
 2009.3!       *  +                           !!           .0 .  .           !
 2009.4!         +                            !!           .  0  .           !
 2010.1! *        +                           !!         0 .  .  .           !
 2010.2!   *+                                 !!           . 0.  .           !
 2010.3!   *  +                               !!           .0 .  .           !
 2010.4!     +                                !!           .  0  .           !
 2011.1!  *    +                              !!           0  .  .           !
 2011.2!  *  +                                !!           .0 .  .           !
 2011.3!  * +                                 !!           .0 .  .           !
 2011.4!     +*                               !!           .  .0 .           !
 2012.1!  *     +                             !!          0.  .  .           !
 2012.2!  *  +                                !!           .0 .  .           !
 2012.3!*    +                                !!           0  .  .           !
 2012.4*   +                                  !!           0  .  .           !


     22.87 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
@EQ  1786 LAAGRPH C LAGRPH(-1) PGRPH;SMPL 1985.4 2012.4;OLS;EST 1786 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRPH=IRPX$Q/PHPMM;                                                     
 GENR LAAIRPH=LOG(AAIRPH+.00001);                                             
 GENR LAIRPH=LOG(AIRPH+.00001);                                               
 LHS AAIRPH=EXP(LAAIRPH)-.00001;                                              
  EQ 1787 LAAIRPH C LAIRPH(-1) PIRPH;                                         
EQUATION 1163  LAAIRPH  
   RHS     C  LAIRPH(-1)  PIRPH  
 SMPL 1977.4 2012.4;                                                          
Sample period is now  1977.4 to  2012.4 Internally:   104 to   244
 OLS;EST 1163 PLOT=0;END;                                                     

Equation number = 1163
**********************

Dependent variable = LAAIRPH 

 1977.4 -   2012.4,    0 missing obs.,  141 obs. used.

Mean of dependent variable       -5.875817765

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.439496795       0.361060223  -1.21724     1.000000
13898 LAIRPH  ( -1)       0.875606735       0.043905955  19.94278    -5.879866
13896 PIRPH   (  0)      -0.247969896       0.354623182  -0.69925     1.160911

SE of equation            =     0.456604834
Sum of squared residuals  =  28.7713405       0.157558411E-10
Average absolute error    =     0.347475767
Sum of ABS residuals      =  48.9940831    
R squared                 =   0.80031
Durbin-Watson statistic   =   2.58609
SMPL and No. Obs.         = 1977.4   2012.4    141

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.4!       *+                             !!         .   0.    .         !
 1978.1!       +       *                      !!         .    .    .    0    !
 1978.2!     *         +                      !!  0      .    .    .         !
 1978.3!     * +                              !!         .  0 .    .         !
 1978.4!    * +                               !!         . 0  .    .         !
 1979.1!    *+                                !!         .  0 .    .         !
 1979.2!    *+                                !!         .  0 .    .         !
 1979.3!     +       *                        !!         .    .    .    0    !
 1979.4!            *+                        !!         .   0.    .         !
 1980.1!     *       +                        !!    0    .    .    .         !
 1980.2!      +      *                        !!         .    .    .   0     !
 1980.3!      *      +                        !!     0   .    .    .         !
 1980.4!     * +                              !!         . 0  .    .         !
 1981.1!    * +                               !!         . 0  .    .         !
 1981.2!     +    *                           !!         .    .    .0        !
 1981.3!           +                          !!         .    0    .         !
 1981.4*           +                          !0         .    .    .         !
 1982.1! +          *                         !!         .    .    .       0 !
 1982.2!            + *                       !!         .    .  0 .         !
 1982.3!              *+                      !!         .    0    .         !
 1982.4!              *+                      !!         .   0.    .         !
 1983.1!            * +                       !!         . 0  .    .         !
 1983.2!          * +                         !!         . 0  .    .         !
 1983.3!           +                          !!         .    .0   .         !
 1983.4!            +    *                    !!         .    .    0         !
 1984.1!       *         +                    !!  0      .    .    .         !
 1984.2!        +      *                      !!         .    .    .   0     !
 1984.3!            *   +                     !!         0    .    .         !
 1984.4!             +   *                    !!         .    .    0         !
 1985.1!          *       +                   !!    0    .    .    .         !
 1985.2!       *   +                          !!         .0   .    .         !
 1985.3!        *+                            !!         .   0.    .         !
 1985.4!        *+                            !!         .   0.    .         !
 1986.1!         +  *                         !!         .    .   0.         !
 1986.2!            +*                        !!         .    .0   .         !
 1986.3!          *  +                        !!         .0   .    .         !
 1986.4!        *  +                          !!         .0   .    .         !
 1987.1!      *  +                            !!         .0   .    .         !
 1987.2!      *+                              !!         .   0.    .         !
 1987.3!        +                             !!         .    .0   .         !
 1987.4!     *   +                            !!         0    .    .         !
 1988.1!      +       *                       !!         .    .    .   0     !
 1988.2!           *  +                       !!         .0   .    .         !
 1988.3!           +   *                      !!         .    .   0.         !
 1988.4!          *    +                      !!        0.    .    .         !
 1989.1!           +   *                      !!         .    .    0         !
 1989.2!            *  +                      !!         .0   .    .         !
 1989.3!             +                        !!         .    0    .         !
 1989.4!          *  +                        !!         .0   .    .         !
 1990.1!        *  +                          !!         . 0  .    .         !
 1990.2!        *+                            !!         .    0    .         !
 1990.3!         +      *                     !!         .    .    .  0      !
 1990.4!    *           +                     !0         .    .    .         !
 1991.1!     +*                               !!         .    .0   .         !
 1991.2!       +      *                       !!         .    .    .   0     !
 1991.3!            * +                       !!         .  0 .    .         !
 1991.4!            *+                        !!         .    0    .         !
 1992.1!         *   +                        !!         .0   .    .         !
 1992.2!          +     *                     !!         .    .    .  0      !
 1992.3!                +                     !!         .    0    .         !
 1992.4!                +*                    !!         .    . 0  .         !
 1993.1!               * +                    !!         . 0  .    .         !
 1993.2!           *   +                      !!         0    .    .         !
 1993.3!           *+                         !!         .   0.    .         !
 1993.4!            + *                       !!         .    . 0  .         !
 1994.1!         *    +                       !!        0.    .    .         !
 1994.2!          +  *                        !!         .    .   0.         !
 1994.3!              + *                     !!         .    . 0  .         !
 1994.4!             *  +                     !!         . 0  .    .         !
 1995.1!             *+                       !!         .  0 .    .         !
 1995.2!             + *                      !!         .    .  0 .         !
 1995.3!                +     *               !!         .    .    .  0      !
 1995.4!                 *   +                !!         0    .    .         !
 1996.1!                  +     *             !!         .    .    .  0      !
 1996.2!                       +  *           !!         .    .  0 .         !
 1996.3!                         + *          !!         .    . 0  .         !
 1996.4!                       * +            !!         . 0  .    .         !
 1997.1!                      *+              !!         .   0.    .         !
 1997.2!                     +                !!         .    0    .         !
 1997.3!                     + *              !!         .    .   0.         !
 1997.4!                       +    *         !!         .    .    . 0       !
 1998.1!                       *   +          !!         0    .    .         !
 1998.2!                      +       *       !!         .    .    .   0     !
 1998.3!                            +         !!         .    .0   .         !
 1998.4!                           + *        !!         .    . 0  .         !
 1999.1!                           +   *      !!         .    .    0         !
 1999.2!                            * +       !!         . 0  .    .         !
 1999.3!                           +   *      !!         .    .    0         !
 1999.4!                             +  *     !!         .    .  0 .         !
 2000.1!                              +       !!         .   0.    .         !
 2000.2!                             + *      !!         .    .  0 .         !
 2000.3!                              + *     !!         .    .  0 .         !
 2000.4!                               +    * !!         .    .    . 0       !
 2001.1!                                  +   *!         .    .    0         !
 2001.2!                                   *+ !!         .    0    .         !
 2001.3!                            *    +    !!       0 .    .    .         !
 2001.4!                           +   *      !!         .    .    0         !
 2002.1!                             *+       !!         .   0.    .         !
 2002.2!                            +         !!         .    0    .         !
 2002.3!                           +*         !!         .    . 0  .         !
 2002.4!                       *   +          !!         0    .    .         !
 2003.1!                      +*              !!         .    .0   .         !
 2003.2!                      +               !!         .    0    .         !
 2003.3!                      +*              !!         .    .0   .         !
 2003.4!                      + *             !!         .    . 0  .         !
 2004.1!                       +              !!         .   0.    .         !
 2004.2!                      +               !!         .   0.    .         !
 2004.3!                     +*               !!         .    .0   .         !
 2004.4!                     +  *             !!         .    .  0 .         !
 2005.1!                       +*             !!         .    .0   .         !
 2005.2!                       +     *        !!         .    .    .0        !
 2005.3!                           +*         !!         .    .0   .         !
 2005.4!                          *+          !!         .   0.    .         !
 2006.1!                         +    *       !!         .    .    .0        !
 2006.2!                         *   +        !!         .0   .    .         !
 2006.3!                        +*            !!         .    .0   .         !
 2006.4!                         +      *     !!         .    .    .   0     !
 2007.1!                              +    *  !!         .    .    .0        !
 2007.2!                                 +  * !!         .    .  0 .         !
 2007.3!                              *   +   !!         0    .    .         !
 2007.4!                           *+         !!         .   0.    .         !
 2008.1!                          + *         !!         .    . 0  .         !
 2008.2!                           +*         !!         .    .0   .         !
 2008.3!                           +          !!         .    .0   .         !
 2008.4!                       *  +           !!         .0   .    .         !
 2009.1!                     *+               !!         .  0 .    .         !
 2009.2!                  *  +                !!         . 0  .    .         !
 2009.3!                  +*                  !!         .    .0   .         !
 2009.4!                *  +                  !!         .0   .    .         !
 2010.1!               *+                     !!         .  0 .    .         !
 2010.2!             *  +                     !!         . 0  .    .         !
 2010.3!              + *                     !!         .    . 0  .         !
 2010.4!               * +                    !!         .  0 .    .         !
 2011.1!           *    +                     !!        0.    .    .         !
 2011.2!             + *                      !!         .    .  0 .         !
 2011.3!            *  +                      !!         .0   .    .         !
 2011.4!           * +                        !!         . 0  .    .         !
 2012.1!           *+                         !!         .  0 .    .         !
 2012.2!         *  +                         !!         .0   .    .         !
 2012.3!           + *                        !!         .    . 0  .         !
 2012.4!            * +                       !!         .  0 .    .         !


     27.66 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ  1788 LAAPOPH C LAPOPH(-1) PPOPH;SMPL 1980.3 2012.4;OLS;EST 1788 PLOT=0;EN
@@EQ 1789 LAASPPH C LASPPH(-1) PSPPH;SMPL 1992.3 2012.4;OLS;EST 1789 PLOT=0;EN
@EQ  1790 LAANZPH C LANZPH(-1) PNZPH;SMPL 1975.1 2012.4;OLS;EST 1790 PLOT=0;EN
@@EQ 1791 LAASAPH C LASAPH(-1) PSAPH;SMPL 1966.1 2012.4;OLS;EST 1791 PLOT=0;EN
@@EQ 1792 LAAVEPH C LAVEPH(-1) PVEPH;SMPL 2000.2 2012.4;OLS;EST 1792 PLOT=0;EN
@@EQ 1793 LAACOPH C LACOPH(-1) PCOPH;SMPL 1994.4 2012.4;OLS;EST 1793 PLOT=0;EN
@@EQ 1794 LAAJOPH C LAJOPH(-1) PJOPH;SMPL 1996.2 2012.4;OLS;EST 1794 PLOT=0;EN
@@EQ 1795 LAASYPH C LASYPH(-1) PSYPH;SMPL 2011.3 2012.4;OLS;EST 1795 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDPH=IDPX$Q/PHPMM;                                                     
 GENR LAAIDPH=LOG(AAIDPH+.00001);                                             
 GENR LAIDPH=LOG(AIDPH+.00001);                                               
 LHS AAIDPH=EXP(LAAIDPH)-.00001;                                              
  EQ 1796 LAAIDPH C LAIDPH(-1) PIDPH;                                         
EQUATION 1164  LAAIDPH  
   RHS     C  LAIDPH(-1)  PIDPH  
 SMPL 1974.3 2012.4;                                                          
Sample period is now  1974.3 to  2012.4 Internally:    91 to   244
 OLS;EST 1164 PLOT=0;END;                                                     

Equation number = 1164
**********************

Dependent variable = LAAIDPH 

 1974.3 -   2012.4,    0 missing obs.,  154 obs. used.

Mean of dependent variable       -5.645325436

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.448990146       0.255062504  -1.76031     1.000000
13901 LAIDPH  ( -1)       0.892477257       0.036106013  24.71824    -5.659261
13899 PIDPH   (  0)      -0.121514847       0.162721278  -0.74677     1.197987

SE of equation            =     0.416197430
Sum of squared residuals  =  26.1562654      -0.115729648E-11
Average absolute error    =     0.300278860
Sum of ABS residuals      =  46.2429445    
R squared                 =   0.81013
Durbin-Watson statistic   =   2.69114
SMPL and No. Obs.         = 1974.3   2012.4    154

Plot of actual(*) and fitted(+) values and residuals(0)


 1974.3!     *  +                             !!           .0 .  .           !
 1974.4!       +                              !!           .  0  .           !
 1975.1!      * +                             !!           .0 .  .           !
 1975.2!       +           *                  !!           .  .  .      0    !
 1975.3!             *     +                  !!         0 .  .  .           !
 1975.4!             +    *                   !!           .  .  .0          !
 1976.1!                  + *                 !!           .  . 0.           !
 1976.2!                    +     *           !!           .  .  . 0         !
 1976.3!                       * +            !!           . 0.  .           !
 1976.4!                    *  +              !!           .0 .  .           !
 1977.1!                    +     *           !!           .  .  .0          !
 1977.2!                         +            !!           .  0  .           !
 1977.3!               *        +             !!       0   .  .  .           !
 1977.4!                +                     !!           .  0  .           !
 1978.1!           *    +                     !!          0.  .  .           !
 1978.2!           *+                         !!           . 0.  .           !
 1978.3!          * +                         !!           . 0.  .           !
 1978.4!   *       +                          !!       0   .  .  .           !
 1979.1!     +                 *              !!           .  .  .           0
 1979.2!                *      +              !!         0 .  .  .           !
 1979.3!                *+                    !!           . 0.  .           !
 1979.4!         *      +                     !!        0  .  .  .           !
 1980.1!        * +                           !!           .0 .  .           !
 1980.2!         +*                           !!           .  0  .           !
 1980.3!         * +                          !!           .0 .  .           !
 1980.4!      *   +                           !!           0  .  .           !
 1981.1*        +                             !!       0   .  .  .           !
 1981.2! +*                                   !!           .  .0 .           !
 1981.3!    +                                 !!           .  0  .           !
 1981.4! *    +                               !!           0  .  .           !
 1982.1!   +    *                             !!           .  .  .0          !
 1982.2!         +                            !!           .  0  .           !
 1982.3!         *+                           !!           . 0.  .           !
 1982.4!          +*                          !!           .  .0 .           !
 1983.1!     *      +                         !!         0 .  .  .           !
 1983.2!       + *                            !!           .  . 0.           !
 1983.3!       *  +                           !!           0  .  .           !
 1983.4!  *     +                             !!         0 .  .  .           !
 1984.1!   *+                                 !!           . 0.  .           !
 1984.2!   * +                                !!           .0 .  .           !
 1984.3!   * +                                !!           .0 .  .           !
 1984.4!     +        *                       !!           .  .  .   0       !
 1985.1!       *       +                      !!        0  .  .  .           !
 1985.2!   *     +                            !!          0.  .  .           !
 1985.3!  *  +                                !!           .0 .  .           !
 1985.4!    +                                 !!           .  0  .           !
 1986.1!   * +                                !!           .0 .  .           !
 1986.2!     +   *                            !!           .  .  0           !
 1986.3!   *      +                           !!         0 .  .  .           !
 1986.4!     +  *                             !!           .  . 0.           !
 1987.1!         + *                          !!           .  .0 .           !
 1987.2!          * +                         !!           .0 .  .           !
 1987.3!          *+                          !!           . 0.  .           !
 1987.4!           +  *                       !!           .  . 0.           !
 1988.1!               +                      !!           .  .0 .           !
 1988.2!          *     +                     !!         0 .  .  .           !
 1988.3!           +     *                    !!           .  .  . 0         !
 1988.4!          *      +                    !!        0  .  .  .           !
 1989.1!           +    *                     !!           .  .  .0          !
 1989.2!             *  +                     !!           0  .  .           !
 1989.3!             +                        !!           .  0  .           !
 1989.4!              +*                      !!           .  .0 .           !
 1990.1!           *    +                     !!          0.  .  .           !
 1990.2!          * +                         !!           .0 .  .           !
 1990.3!           +  *                       !!           .  . 0.           !
 1990.4!           *   +                      !!           0  .  .           !
 1991.1!            +         *               !!           .  .  .    0      !
 1991.2!                      +               !!           .  0  .           !
 1991.3!                      +  *            !!           .  . 0.           !
 1991.4!                        +*            !!           .  .0 .           !
 1992.1!                         +  *         !!           .  .  0           !
 1992.2!                       *   +          !!           0  .  .           !
 1992.3!                       +*             !!           .  .0 .           !
 1992.4!                *       +             !!        0  .  .  .           !
 1993.1!                *+                    !!           . 0.  .           !
 1993.2!                 +    *               !!           .  .  .0          !
 1993.3!             *        +               !!       0   .  .  .           !
 1993.4!              +*                      !!           .  .0 .           !
 1994.1!                +        *            !!           .  .  .   0       !
 1994.2!                  *      +            !!        0  .  .  .           !
 1994.3!                  +    *              !!           .  .  .0          !
 1994.4!                       +*             !!           .  .0 .           !
 1995.1!                       *+             !!           . 0.  .           !
 1995.2!                       +              !!           .  0  .           !
 1995.3!                       +              !!           .  0  .           !
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 2010.2!                            +         !!           .  0  .           !
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 2010.4!                           +  *       !!           .  . 0.           !
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 2011.3!                           + *        !!           .  .0 .           !
 2011.4!                           + *        !!           .  .0 .           !
 2012.1!                           +*         !!           .  .0 .           !
 2012.2!                           + *        !!           .  . 0.           !
 2012.3!                            +    *    !!           .  .  .0          !
 2012.4!                             * +      !!           .0 .  .           !


     27.27 percent of the residuals exceed 1 SE
      6.49 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAPH=MAPX$Q/PHPMM;                                                     
 GENR LAAMAPH=LOG(AAMAPH+.00001);                                             
 GENR LAMAPH=LOG(AMAPH+.00001);                                               
 LHS AAMAPH=EXP(LAAMAPH)-.00001;                                              
  EQ 1797 LAAMAPH C LAMAPH(-1) PMAPH;                                         
EQUATION 1165  LAAMAPH  
   RHS     C  LAMAPH(-1)  PMAPH  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST 1165 PLOT=0;END;                                                     

Equation number = 1165
**********************

Dependent variable = LAAMAPH 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -3.633811588

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.586030821       0.140422132  -4.17335     1.000000
13904 LAMAPH  ( -1)       0.747665958       0.056779102  13.16798    -3.640965
13902 PMAPH   (  0)      -0.261967240       0.098110373  -2.67013     1.242732

SE of equation            =     0.298917475
Sum of squared residuals  =  15.9939466       0.827560243E-11
Average absolute error    =     0.198829318
Sum of ABS residuals      =  36.1869358    
R squared                 =   0.75667
Durbin-Watson statistic   =   2.53678
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3!                  *+                  !!           . 0.  .           !
 1967.4!                  *+                  !!           . 0.  .           !
 1968.1!                   *+                 !!           . 0.  .           !
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 2007.4!                              +   *   !!           .  .  .0          !
 2008.1!                                *+    !!           .  0  .           !
 2008.2!                               +      !!           .  0  .           !
 2008.3!                               +  *   !!           .  .  0           !
 2008.4!                                *+    !!           . 0.  .           !
 2009.1!                             * +      !!           .0 .  .           !
 2009.2!                             +*       !!           .  .0 .           !
 2009.3!                             *+       !!           .  0  .           !
 2009.4!                             +*       !!           .  .0 .           !
 2010.1!                              +*      !!           .  .0 .           !
 2010.2!                              +*      !!           .  .0 .           !
 2010.3!                              + *     !!           .  .0 .           !
 2010.4!                               + *    !!           .  . 0.           !
 2011.1!                                +  *  !!           .  .  0           !
 2011.2!                                 +    !!           .  0  .           !
 2011.3!                               *+     !!           . 0.  .           !
 2011.4!                               + *    !!           .  . 0.           !
 2012.1!                                +*    !!           .  .0 .           !
 2012.2!                               *+     !!           .  0  .           !
 2012.3!                             * +      !!           .0 .  .           !
 2012.4!                             +  *     !!           .  .  0           !


     23.08 percent of the residuals exceed 1 SE
      6.59 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPAPH=PAPX$Q/PHPMM;                                                     
 GENR LAAPAPH=LOG(AAPAPH+.00001);                                             
 GENR LAPAPH=LOG(APAPH+.00001);                                               
 LHS AAPAPH=EXP(LAAPAPH)-.00001;                                              
  EQ 1798 LAAPAPH C LAPAPH(-1) PPAPH;                                         
EQUATION 1166  LAAPAPH  
   RHS     C  LAPAPH(-1)  PPAPH  
 SMPL 1980.2 2012.4;                                                          
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
 OLS;EST 1166 PLOT=0;END;                                                     

Equation number = 1166
**********************

Dependent variable = LAAPAPH 

 1980.2 -   2012.4,    0 missing obs.,  131 obs. used.

Mean of dependent variable       -7.250169941

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.155267182       0.509484513  -2.26752     1.000000
13907 LAPAPH  ( -1)       0.621256983       0.065915840   9.42500    -7.240723
13905 PPAPH   (  0)      -1.242703407       0.374207721  -3.32089     1.284742

SE of equation            =     0.707137805
Sum of squared residuals  =  64.0056160      -0.111617382E-10
Average absolute error    =     0.502748418
Sum of ABS residuals      =  65.8600428    
R squared                 =   0.55350
Durbin-Watson statistic   =   2.21190
SMPL and No. Obs.         = 1980.2   2012.4    131

Plot of actual(*) and fitted(+) values and residuals(0)


 1980.2!                        +*            !!         .    .0   .         !
 1980.3!      *               +               !0         .    .    .         !
 1980.4!           +       *                  !!         .    .    .  0      !
 1981.1!                   +     *            !!         .    .    .0        !
 1981.2!    *               +                 !0         .    .    .         !
 1981.3!       + *                            !!         .    . 0  .         !
 1981.4!          +  *                        !!         .    .  0 .         !
 1982.1!  *            +                      !!  0      .    .    .         !
 1982.2!     *  +                             !!         . 0  .    .         !
 1982.3!       *  +                           !!         . 0  .    .         !
 1982.4!          *+                          !!         .   0.    .         !
 1983.1*              +                       !!0        .    .    .         !
 1983.2!      +            *                  !!         .    .    .      0  !
 1983.3!                  *+                  !!         .   0.    .         !
 1983.4!            *     +                   !!        0.    .    .         !
 1984.1! *            +                       !!  0      .    .    .         !
 1984.2!        +         *                   !!         .    .    .    0    !
 1984.3!                  +                   !!         .    0    .         !
 1984.4!                   + *                !!         .    . 0  .         !
 1985.1!                  *    +              !!         0    .    .         !
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 1985.3!                       +            * !!         .    .    .      0  !
 1985.4!                               +*     !!         .    .0   .         !
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 1991.2!                              + *     !!         .    .0   .         !
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 2005.1!                          +           !!         .    0    .         !
 2005.2!                          *+          !!         .   0.    .         !
 2005.3!                          *+          !!         .   0.    .         !
 2005.4!                       *   +          !!         . 0  .    .         !
 2006.1!                       * +            !!         .  0 .    .         !
 2006.2!                         +   *        !!         .    .  0 .         !
 2006.3!                        *    +        !!         .0   .    .         !
 2006.4!                       *  +           !!         . 0  .    .         !
 2007.1!                      *  +            !!         . 0  .    .         !
 2007.2!                         +            !!         .    .0   .         !
 2007.3!                        *  +          !!         . 0  .    .         !
 2007.4!                         +            !!         .    0    .         !
 2008.1!                         *+           !!         .   0.    .         !
 2008.2!                          +  *        !!         .    .  0 .         !
 2008.3!                             +     *  !!         .    .    .0        !
 2008.4!                          *     +     !!         0    .    .         !
 2009.1!                          + *         !!         .    . 0  .         !
 2009.2!                            +         !!         .    0    .         !
 2009.3!                            + *       !!         .    . 0  .         !
 2009.4!                         *    +       !!         0    .    .         !
 2010.1!                          +           *!         .    .    .     0   !
 2010.2!                                 +    !!         .   0.    .         !
 2010.3!                       *      +       !!       0 .    .    .         !
 2010.4!                       +*             !!         .    0    .         !
 2011.1!                        +    *        !!         .    .    0         !
 2011.2!                        *  +          !!         . 0  .    .         !
 2011.3!                        + *           !!         .    . 0  .         !
 2011.4!                  *     +             !!        0.    .    .         !
 2012.1!                    +      *          !!         .    .    .0        !
 2012.2!                        *+            !!         .   0.    .         !
 2012.3!                     *  +             !!         . 0  .    .         !
 2012.4!                    * +               !!         .  0 .    .         !


     22.90 percent of the residuals exceed 1 SE
      6.87 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHPH=THPX$Q/PHPMM;                                                     
 GENR LAATHPH=LOG(AATHPH+.00001);                                             
 GENR LATHPH=LOG(ATHPH+.00001);                                               
 LHS AATHPH=EXP(LAATHPH)-.00001;                                              
  EQ 1799 LAATHPH C LATHPH(-1) PTHPH;                                         
EQUATION 1167  LAATHPH  
   RHS     C  LATHPH(-1)  PTHPH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1167 PLOT=0;END;                                                     

Equation number = 1167
**********************

Dependent variable = LAATHPH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.538363432

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.202880073       0.268709555  -0.75502     1.000000
13910 LATHPH  ( -1)       0.877980562       0.035217291  24.93038    -4.545853
13908 PTHPH   (  0)      -0.285940650       0.208707410  -1.37006     1.204140

SE of equation            =     0.550946821
Sum of squared residuals  =  56.1553439       0.106772369E-10
Average absolute error    =     0.347988626
Sum of ABS residuals      =  65.4218617    
R squared                 =   0.78445
Durbin-Watson statistic   =   2.27104
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                    *    +            !!           0  .  .           !
 1966.2!                   +                  !!           .  0  .           !
 1966.3!                   +                  !!           .  0  .           !
 1966.4!                  *+                  !!           .  0  .           !
 1967.1!                   +  *               !!           .  . 0.           !
 1967.2!                      +               !!           .  0  .           !
 1967.3!                     +*               !!           .  0  .           !
 1967.4!                      +               !!           .  0  .           !
 1968.1*                      +               !0           .  .  .           !
 1968.2!* +                                   !!           .0 .  .           !
 1968.3*  +                                   !!           .0 .  .           !
 1968.4!* +                                   !!           . 0.  .           !
 1969.1!   +     *                            !!           .  .  .0          !
 1969.2!         * +                          !!           . 0.  .           !
 1969.3!          *+                          !!           . 0.  .           !
 1969.4!          * +                         !!           . 0.  .           !
 1970.1! *          +                         !!       0   .  .  .           !
 1970.2! *   +                                !!           .0 .  .           !
 1970.3!  * +                                 !!           .0 .  .           !
 1970.4! *   +                                !!           .0 .  .           !
 1971.1!     +                     *          !!           .  .  .           0
 1971.2!                           +          !!           .  0  .           !
 1971.3!                           *+         !!           .  0  .           !
 1971.4!                           +          !!           . 0.  .           !
 1972.1!                           + *        !!           .  . 0.           !
 1972.2!                             +*       !!           .  0  .           !
 1972.3!                             +        !!           .  0  .           !
 1972.4!                            *+        !!           .  0  .           !
 1973.1!        *                   +         !! 0         .  .  .           !
 1973.2!         +      *                     !!           .  .  . 0         !
 1973.3!                +    *                !!           .  .  0           !
 1973.4!                *  +                  !!           .0 .  .           !
 1974.1!              +*                      !!           .  .0 .           !
 1974.2!              +       *               !!           .  .  . 0         !
 1974.3!      *              +                !!    0      .  .  .           !
 1974.4!       +       *                      !!           .  .  . 0         !
 1975.1!              +     *                 !!           .  .  .0          !
 1975.2!                   +      *           !!           .  .  .0          !
 1975.3!                *       +             !!        0  .  .  .           !
 1975.4!              * +                     !!           . 0.  .           !
 1976.1!               +    *                 !!           .  .  .0          !
 1976.2!               *    +                 !!           0  .  .           !
 1976.3!               +     *                !!           .  .  .0          !
 1976.4!                     + *              !!           .  .0 .           !
 1977.1!            *          +              !!       0   .  .  .           !
 1977.2!       *     +                        !!          0.  .  .           !
 1977.3!         +   *                        !!           .  .  0           !
 1977.4!           *  +                       !!           .0 .  .           !
 1978.1!            +  *                      !!           .  . 0.           !
 1978.2!          *    +                      !!          0.  .  .           !
 1978.3!            +  *                      !!           .  .  0           !
 1978.4!                +*                    !!           .  0  .           !
 1979.1!        *         +                   !!        0  .  .  .           !
 1979.2*          +                           !!       0   .  .  .           !
 1979.3!  + *                                 !!           .  .0 .           !
 1979.4!      +     *                         !!           .  .  .0          !
 1980.1!          *   +                       !!           .0 .  .           !
 1980.2!         * +                          !!           .0 .  .           !
 1980.3!           +                          !!           .  0  .           !
 1980.4!            +    *                    !!           .  .  0           !
 1981.1!    *             +                   !!     0     .  .  .           !
 1981.2!      +    *                          !!           .  .  .0          !
 1981.3!     *      +                         !!         0 .  .  .           !
 1981.4!       +        *                     !!           .  .  .  0        !
 1982.1!                 +*                   !!           .  .0 .           !
 1982.2!                 * +                  !!           . 0.  .           !
 1982.3!              *   +                   !!           0  .  .           !
 1982.4!               +*                     !!           .  0  .           !
 1983.1!              *  +                    !!           .0 .  .           !
 1983.2!               +   *                  !!           .  .  0           !
 1983.3!                    +    *            !!           .  .  0           !
 1983.4!                         +            !!           .  0  .           !
 1984.1!           *             +            !!     0     .  .  .           !
 1984.2!             + *                      !!           .  .0 .           !
 1984.3!               *+                     !!           . 0.  .           !
 1984.4!                + *                   !!           .  .0 .           !
 1985.1!                    +     *           !!           .  .  .0          !
 1985.2!                         *+           !!           .  0  .           !
 1985.3!                         +*           !!           .  .0 .           !
 1985.4!              *            +          !!     0     .  .  .           !
 1986.1!                +*                    !!           .  .0 .           !
 1986.2!                 *+                   !!           . 0.  .           !
 1986.3!                  + *                 !!           .  .0 .           !
 1986.4!                   *+                 !!           . 0.  .           !
 1987.1!                    +*                !!           .  .0 .           !
 1987.2!                      +  *            !!           .  . 0.           !
 1987.3!                      *  +            !!           .0 .  .           !
 1987.4!                       +              !!           .  0  .           !
 1988.1!                   *   +              !!           .0 .  .           !
 1988.2!                  * +                 !!           . 0.  .           !
 1988.3!                  +                   !!           .  0  .           !
 1988.4!                   +                  !!           .  0  .           !
 1989.1!                   +                  !!           .  0  .           !
 1989.2!                   +*                 !!           .  .0 .           !
 1989.3!                 *   +                !!           .0 .  .           !
 1989.4!                  +      *            !!           .  .  . 0         !
 1990.1!                         + *          !!           .  . 0.           !
 1990.2!                      *    +          !!           0  .  .           !
 1990.3!                      +    *          !!           .  .  0           !
 1990.4!                       *   +          !!           .0 .  .           !
 1991.1!                      * +             !!           . 0.  .           !
 1991.2!                    * +               !!           .0 .  .           !
 1991.3!                    *+                !!           .  0  .           !
 1991.4!                     +  *             !!           .  . 0.           !
 1992.1!                      *  +            !!           .0 .  .           !
 1992.2!                     * +              !!           . 0.  .           !
 1992.3!                      +*              !!           .  .0 .           !
 1992.4!                        +*            !!           .  .0 .           !
 1993.1!                       * +            !!           .0 .  .           !
 1993.2!                       +              !!           . 0.  .           !
 1993.3!                       + *            !!           .  .0 .           !
 1993.4!                       * +            !!           . 0.  .           !
 1994.1!                      *+              !!           . 0.  .           !
 1994.2!                       +              !!           .  0  .           !
 1994.3!                     *  +             !!           .0 .  .           !
 1994.4!                      +  *            !!           .  . 0.           !
 1995.1!                         +*           !!           .  0  .           !
 1995.2!                         *+           !!           .  0  .           !
 1995.3!                         + *          !!           .  .0 .           !
 1995.4!                          *+          !!           . 0.  .           !
 1996.1!                          +   *       !!           .  . 0.           !
 1996.2!                           * +        !!           .0 .  .           !
 1996.3!                        *  +          !!           .0 .  .           !
 1996.4!                        +   *         !!           .  .  0           !
 1997.1!                          * +         !!           . 0.  .           !
 1997.2!                          + *         !!           .  . 0.           !
 1997.3!                         *  +         !!           .0 .  .           !
 1997.4!                         +  *         !!           .  . 0.           !
 1998.1!                           +          !!           .  0  .           !
 1998.2!                           +*         !!           .  .0 .           !
 1998.3!                            + *       !!           .  . 0.           !
 1998.4!                              + *     !!           .  . 0.           !
 1999.1!                             * +      !!           . 0.  .           !
 1999.2!                             + *      !!           .  . 0.           !
 1999.3!                               +      !!           .  0  .           !
 1999.4!                               +*     !!           .  .0 .           !
 2000.1!                               +      !!           .  0  .           !
 2000.2!                              *+      !!           .  0  .           !
 2000.3!                              +*      !!           .  .0 .           !
 2000.4!                              + *     !!           .  .0 .           !
 2001.1!                               +      !!           .  0  .           !
 2001.2!                               + *    !!           .  . 0.           !
 2001.3!                                 +    !!           .  0  .           !
 2001.4!                                + *   !!           .  .0 .           !
 2002.1!                                 +*   !!           .  0  .           !
 2002.2!                                 +    !!           .  0  .           !
 2002.3!                                +     !!           .  0  .           !
 2002.4!                                +  *  !!           .  . 0.           !
 2003.1!                                  +*  !!           .  0  .           !
 2003.2!                                  +   !!           .  0  .           !
 2003.3!                                 +*   !!           .  0  .           !
 2003.4!                                 + *  !!           .  . 0.           !
 2004.1!                                  +*  !!           .  0  .           !
 2004.2!                                  +*  !!           .  .0 .           !
 2004.3!                                  +   !!           .  0  .           !
 2004.4!                                 + *  !!           .  .0 .           !
 2005.1!                                  +*  !!           .  .0 .           !
 2005.2!                                  +*  !!           .  .0 .           !
 2005.3!                                  +*  !!           .  .0 .           !
 2005.4!                                  + * !!           .  . 0.           !
 2006.1!                                   +* !!           .  .0 .           !
 2006.2!                                  +*  !!           .  .0 .           !
 2006.3!                                  + * !!           .  .0 .           !
 2006.4!                                   + *!!           .  . 0.           !
 2007.1!                                    + !!           .  0  .           !
 2007.2!                                   +* !!           .  .0 .           !
 2007.3!                                   +  !!           .  0  .           !
 2007.4!                                  +  *!!           .  . 0.           !
 2008.1!                                    + !!           .  0  .           !
 2008.2!                                   + *!!           .  .0 .           !
 2008.3!                                   *+ !!           .  0  .           !
 2008.4!                                  + * !!           .  .0 .           !
 2009.1!                                  + * !!           .  .0 .           !
 2009.2!                                   +* !!           .  .0 .           !
 2009.3!                                  + * !!           .  .0 .           !
 2009.4!                                   + *!!           .  . 0.           !
 2010.1!                                   +  *!           .  . 0.           !
 2010.2!                                    + *!           .  .0 .           !
 2010.3!                                    + *!           .  .0 .           !
 2010.4!                                    + *!           .  .0 .           !
 2011.1!                                    +*!!           .  .0 .           !
 2011.2!                                   +* !!           .  .0 .           !
 2011.3!                                   + *!!           .  .0 .           !
 2011.4!                                   + *!!           .  .0 .           !
 2012.1!                                   + *!!           .  .0 .           !
 2012.2!                                   +* !!           .  .0 .           !
 2012.3!                                  +*  !!           .  .0 .           !
 2012.4!                                  +  *!!           .  . 0.           !


     18.62 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHPH=CHPX$Q/PHPMM;                                                     
 GENR LAACHPH=LOG(AACHPH+.00001);                                             
 GENR LACHPH=LOG(ACHPH+.00001);                                               
 LHS AACHPH=EXP(LAACHPH)-.00001;                                              
  EQ 1800 LAACHPH C LACHPH(-1) PCHPH;                                         
EQUATION 1168  LAACHPH  
   RHS     C  LACHPH(-1)  PCHPH  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1168 PLOT=0;END;                                                     

Equation number = 1168
**********************

Dependent variable = LAACHPH 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -3.116346180

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.045746713       0.373398286  -0.12251     1.000000
13913 LACHPH  ( -1)       0.944669691       0.035183929  26.84947    -3.130078
13911 PCHPH   (  0)      -0.097570687       0.345434694  -0.28246     1.165408

SE of equation            =     0.291350790
Sum of squared residuals  =  10.4408898       0.850564064E-11
Average absolute error    =     0.206727026
Sum of ABS residuals      =  26.0476053    
R squared                 =   0.87554
Durbin-Watson statistic   =   2.80878
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!           *    +                     !!        0 .   .   .          !
 1981.4!            +                         !!          .   0   .          !
 1982.1!            + *                       !!          .   . 0 .          !
 1982.2!              +*                      !!          .   .0  .          !
 1982.3!             * +                      !!          . 0 .   .          !
 1982.4!           * +                        !!          .0  .   .          !
 1983.1!  *        +                          !!    0     .   .   .          !
 1983.2!   +   *                              !!          .   .   .0         !
 1983.3! *      +                             !!      0   .   .   .          !
 1983.4!  +          *                        !!          .   .   .        0 !
 1984.1!             +*                       !!          .   0   .          !
 1984.2!            * +                       !!          . 0 .   .          !
 1984.3!            +      *                  !!          .   .   .  0       !
 1984.4!                   +                  !!          .   0   .          !
 1985.1!                 * +                  !!          . 0 .   .          !
 1985.2!                 +      *             !!          .   .   .   0      !
 1985.3!                       *+             !!          .  0.   .          !
 1985.4!                  *    +              !!        0 .   .   .          !
 1986.1!           *      +                   !!      0   .   .   .          !
 1986.2!           +  *                       !!          .   .  0.          !
 1986.3!            * +                       !!          .0  .   .          !
 1986.4!            +*                        !!          .   .0  .          !
 1987.1!           *  +                       !!          .0  .   .          !
 1987.2!            +                         !!          .   0   .          !
 1987.3!            +    *                    !!          .   .   .0         !
 1987.4!                 +                    !!          .   0   .          !
 1988.1!               * +                    !!          .0  .   .          !
 1988.2!               +                      !!          .   0   .          !
 1988.3!            *   +                     !!          0   .   .          !
 1988.4!             +                        !!          .   0   .          !
 1989.1!         *    +                       !!        0 .   .   .          !
 1989.2!         +   *                        !!          .   .   0          !
 1989.3!    *         +                       !!   0      .   .   .          !
 1989.4!     +      *                         !!          .   .   .  0       !
 1990.1*            +                         !0          .   .   .          !
 1990.2!+        *                            !!          .   .   .     0    !
 1990.3!        *+                            !!          . 0 .   .          !
 1990.4!      *  +                            !!          .0  .   .          !
 1991.1!  *    +                              !!        0 .   .   .          !
 1991.2!   +    *                             !!          .   .   . 0        !
 1991.3!         +  *                         !!          .   .  0.          !
 1991.4!            +*                        !!          .   .0  .          !
 1992.1!   *         +                        !!   0      .   .   .          !
 1992.2!    + *                               !!          .   . 0 .          !
 1992.3!    *  +                              !!          .0  .   .          !
 1992.4!    *+                                !!          . 0 .   .          !
 1993.1! *   +                                !!          0   .   .          !
 1993.2!  +*                                  !!          .   .0  .          !
 1993.3!    + *                               !!          .   . 0 .          !
 1993.4!      +  *                            !!          .   .  0.          !
 1994.1!     *    +                           !!        0 .   .   .          !
 1994.2!      +  *                            !!          .   .   0          !
 1994.3!          +                           !!          .   0   .          !
 1994.4!           +  *                       !!          .   .   0          !
 1995.1!           *   +                      !!          0   .   .          !
 1995.2!            +    *                    !!          .   .   . 0        !
 1995.3!                  +                   !!          .   0   .          !
 1995.4!                  + *                 !!          .   . 0 .          !
 1996.1!           *        +                 !!   0      .   .   .          !
 1996.2!           +  *                       !!          .   .  0.          !
 1996.3!             * +                      !!          . 0 .   .          !
 1996.4!             +    *                   !!          .   .   .0         !
 1997.1!             *    +                   !!        0 .   .   .          !
 1997.2!              +  *                    !!          .   .   0          !
 1997.3!               * +                    !!          .0  .   .          !
 1997.4!                +*                    !!          .   .0  .          !
 1998.1!              *  +                    !!          0   .   .          !
 1998.2!              +    *                  !!          .   .   .0         !
 1998.3!                   +*                 !!          .   .0  .          !
 1998.4!                    +*                !!          .   .0  .          !
 1999.1!                  *  +                !!          0   .   .          !
 1999.2!                  +                   !!          .   0   .          !
 1999.3!               *  +                   !!          0   .   .          !
 1999.4!               + *                    !!          .   .0  .          !
 2000.1!             *   +                    !!          0   .   .          !
 2000.2!              +  *                    !!          .   .  0.          !
 2000.3!                *+                    !!          .  0.   .          !
 2000.4!               *+                     !!          . 0 .   .          !
 2001.1!              *+                      !!          . 0 .   .          !
 2001.2!              +  *                    !!          .   .  0.          !
 2001.3!                 + *                  !!          .   . 0 .          !
 2001.4!                   +*                 !!          .   . 0 .          !
 2002.1!                   *+                 !!          . 0 .   .          !
 2002.2!                   +*                 !!          .   .0  .          !
 2002.3!                    +*                !!          .   .0  .          !
 2002.4!                     +*               !!          .   .0  .          !
 2003.1!                     *+               !!          .  0.   .          !
 2003.2!                     +  *             !!          .   .  0.          !
 2003.3!                        + *           !!          .   . 0 .          !
 2003.4!                          +*          !!          .   .0  .          !
 2004.1!                         * +          !!          . 0 .   .          !
 2004.2!                         +  *         !!          .   .  0.          !
 2004.3!                            + *       !!          .   . 0 .          !
 2004.4!                             +        !!          .   0   .          !
 2005.1!                            *+        !!          .  0.   .          !
 2005.2!                           +  *       !!          .   . 0 .          !
 2005.3!                             +        !!          .   0   .          !
 2005.4!                             +        !!          .   0   .          !
 2006.1!                            *+        !!          .  0.   .          !
 2006.2!                            +  *      !!          .   .  0.          !
 2006.3!                              +*      !!          .   .0  .          !
 2006.4!                              +*      !!          .   .0  .          !
 2007.1!                              +       !!          .  0.   .          !
 2007.2!                              +  *    !!          .   .   0          !
 2007.3!                                +     !!          .   0   .          !
 2007.4!                               +*     !!          .   .0  .          !
 2008.1!                               *+     !!          .  0.   .          !
 2008.2!                              +  *    !!          .   .  0.          !
 2008.3!                                + *   !!          .   . 0 .          !
 2008.4!                                 +*   !!          .   .0  .          !
 2009.1!                                 +*   !!          .   .0  .          !
 2009.2!                                 +*   !!          .   .0  .          !
 2009.3!                                 +  * !!          .   .  0.          !
 2009.4!                                   +  !!          .   0   .          !
 2010.1!                                  +   !!          .  0.   .          !
 2010.2!                                 +  * !!          .   .  0.          !
 2010.3!                                   +* !!          .   .0  .          !
 2010.4!                                   +  !!          .   0   .          !
 2011.1!                                  +*  !!          .   0   .          !
 2011.2!                                  + * !!          .   .  0.          !
 2011.3!                                    +*!!          .   .0  .          !
 2011.4!                                    +*!!          .   . 0 .          !
 2012.1!                                    *+!!          .  0.   .          !
 2012.2!                                   +  *!          .   .  0.          !
 2012.3!                                     +*!          .   .0  .          !
 2012.4!                                     +*!          .   .0  .          !


     21.43 percent of the residuals exceed 1 SE
      6.35 percent of the residuals exceed 2 SE
@EQ  1801 LAAARPH C LAARPH(-1) PARPH;SMPL 1979.4 2012.4;OLS;EST 1801 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRPH=BRPX$Q/PHPMM;                                                     
 GENR LAABRPH=LOG(AABRPH+.00001);                                             
 GENR LABRPH=LOG(ABRPH+.00001);                                               
 LHS AABRPH=EXP(LAABRPH)-.00001;                                              
  EQ 1802 LAABRPH C LABRPH(-1) PBRPH;                                         
EQUATION 1169  LAABRPH  
   RHS     C  LABRPH(-1)  PBRPH  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1169 PLOT=0;END;                                                     

Equation number = 1169
**********************

Dependent variable = LAABRPH 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.867181423

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.960095324       0.326162938  -2.94361     1.000000
13916 LABRPH  ( -1)       0.762945041       0.058587556  13.02231    -4.870271
13914 PBRPH   (  0)      -0.189490067       0.233743773  -0.81067     1.009747

SE of equation            =     0.439154938
Sum of squared residuals  =  23.7214184      -0.453237448E-11
Average absolute error    =     0.327542281
Sum of ABS residuals      =  41.2703275    
R squared                 =   0.60191
Durbin-Watson statistic   =   2.20801
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!               +       *              !!          .   .   . 0        !
 1981.4!                      +*              !!          .   .0  .          !
 1982.1!                   *  +               !!          .0  .   .          !
 1982.2!                  +   *               !!          .   . 0 .          !
 1982.3!                     +             *  !!          .   .   .      0   !
 1982.4!                        *      +      !!        0 .   .   .          !
 1983.1!  *                   +               !!0         .   .   .          !
 1983.2!      +                   *           !!          .   .   .          0
 1983.3!                        +  *          !!          .   . 0 .          !
 1983.4!                         +  *         !!          .   . 0 .          !
 1984.1!                     *   +            !!          .0  .   .          !
 1984.2!           *        +                 !!       0  .   .   .          !
 1984.3!            +   *                     !!          .   .  0.          !
 1984.4!              * +                     !!          .  0.   .          !
 1985.1!               +   *                  !!          .   .  0.          !
 1985.2!            *      +                  !!         0.   .   .          !
 1985.3!              +   *                   !!          .   .  0.          !
 1985.4!                  + *                 !!          .   .0  .          !
 1986.1!                    +           *     !!          .   .   .    0     !
 1986.2!                           * +        !!          . 0 .   .          !
 1986.3!                         +*           !!          .   .0  .          !
 1986.4!                    *   +             !!          . 0 .   .          !
 1987.1!                    +  *              !!          .   . 0 .          !
 1987.2!                      +  *            !!          .   . 0 .          !
 1987.3!                       +      *       !!          .   .   .0         !
 1987.4!                       *   +          !!          .0  .   .          !
 1988.1!                      +         *     !!          .   .   .  0       !
 1988.2!                            *+        !!          .  0.   .          !
 1988.3!                         +*           !!          .   .0  .          !
 1988.4!                        +    *        !!          .   .  0.          !
 1989.1!                          +  *        !!          .   . 0 .          !
 1989.2!                           +   *      !!          .   .  0.          !
 1989.3!                            +         *!          .   .   .  0       !
 1989.4!                                * +   !!          .  0.   .          !
 1990.1!                         *   +        !!          .0  .   .          !
 1990.2!                        +             !!          .   0   .          !
 1990.3!                       +       *      !!          .   .   . 0        !
 1990.4!                          * +         !!          .  0.   .          !
 1991.1!                        +             !!          .   0   .          !
 1991.2!                       +    *         !!          .   .   0          !
 1991.3!                        * +           !!          .  0.   .          !
 1991.4!                       +   *          !!          .   .  0.          !
 1992.1!                       *+             !!          .  0.   .          !
 1992.2!                      + *             !!          .   . 0 .          !
 1992.3!                       +  *           !!          .   .  0.          !
 1992.4!                         +   *        !!          .   .  0.          !
 1993.1!                      *   +           !!          .0  .   .          !
 1993.2!                     + *              !!          .   . 0 .          !
 1993.3!                      +   *           !!          .   .  0.          !
 1993.4!                        + *           !!          .   . 0 .          !
 1994.1!                        +             !!          .  0.   .          !
 1994.2!                      *+              !!          .  0.   .          !
 1994.3!                     +                !!          .   0   .          !
 1994.4!                     +    *           !!          .   .   0          !
 1995.1!                        +             !!          .   0   .          !
 1995.2!                      *+              !!          .  0.   .          !
 1995.3!                     +     *          !!          .   .   0          !
 1995.4!                      *  +            !!          . 0 .   .          !
 1996.1!                  *  +                !!          . 0 .   .          !
 1996.2!                  +    *              !!          .   .   0          !
 1996.3!                      +      *        !!          .   .   .0         !
 1996.4!                 *        +           !!       0  .   .   .          !
 1997.1!           *     +                    !!         0.   .   .          !
 1997.2!            +   *                     !!          .   . 0 .          !
 1997.3!                +  *                  !!          .   . 0 .          !
 1997.4!           *       +                  !!        0 .   .   .          !
 1998.1!             +                        !!          .   0   .          !
 1998.2!   *          +                       !!      0   .   .   .          !
 1998.3!       +                              !!          .   0   .          !
 1998.4!       *  +                           !!          . 0 .   .          !
 1999.1!      *  +                            !!          .0  .   .          !
 1999.2!        *+                            !!          .  0.   .          !
 1999.3!     *     +                          !!          0   .   .          !
 1999.4!    *   +                             !!          .0  .   .          !
 2000.1!     * +                              !!          . 0 .   .          !
 2000.2!        +                             !!          .   0   .          !
 2000.3!      *   +                           !!          .0  .   .          !
 2000.4! *       +                            !!        0 .   .   .          !
 2001.1*     +                                !!          0   .   .          !
 2001.2!  * +                                 !!          .  0.   .          !
 2001.3!      + *                             !!          .   .0  .          !
 2001.4!       *  +                           !!          .0  .   .          !
 2002.1!      *   +                           !!          . 0 .   .          !
 2002.2!      *  +                            !!          . 0 .   .          !
 2002.3!          +    *                      !!          .   .   0          !
 2002.4!           *   +                      !!          .0  .   .          !
 2003.1!            *+                        !!          .  0.   .          !
 2003.2!  *          +                        !!      0   .   .   .          !
 2003.3!    * +                               !!          . 0 .   .          !
 2003.4!       + *                            !!          .   .0  .          !
 2004.1!           +  *                       !!          .   . 0 .          !
 2004.2!      *        +                      !!        0 .   .   .          !
 2004.3!         +       *                    !!          .   .   . 0        !
 2004.4!                 +                    !!          .   0   .          !
 2005.1!             *   +                    !!          .0  .   .          !
 2005.2!          *   +                       !!          .0  .   .          !
 2005.3!           +  *                       !!          .   . 0 .          !
 2005.4!            * +                       !!          .  0.   .          !
 2006.1!             +                        !!          .   0   .          !
 2006.2!           *  +                       !!          . 0 .   .          !
 2006.3!            +                         !!          .  0.   .          !
 2006.4!           *+                         !!          .  0.   .          !
 2007.1!      *     +                         !!          0   .   .          !
 2007.2!         +       *                    !!          .   .   . 0        !
 2007.3!                 +*                   !!          .   .0  .          !
 2007.4!             *   +                    !!          .0  .   .          !
 2008.1!             +  *                     !!          .   . 0 .          !
 2008.2!             *  +                     !!          . 0 .   .          !
 2008.3!             +    *                   !!          .   .   0          !
 2008.4!                 +*                   !!          .   .0  .          !
 2009.1!                *+                    !!          .  0.   .          !
 2009.2!            *   +                     !!          .0  .   .          !
 2009.3!             + *                      !!          .   .0  .          !
 2009.4!            *  +                      !!          . 0 .   .          !
 2010.1!           * +                        !!          . 0 .   .          !
 2010.2!            +*                        !!          .   .0  .          !
 2010.3!             +     *                  !!          .   .   0          !
 2010.4!         *        +                   !!        0 .   .   .          !
 2011.1!       *   +                          !!          .0  .   .          !
 2011.2!        +       *                     !!          .   .   .0         !
 2011.3!               +*                     !!          .   0   .          !
 2011.4!              *+                      !!          .  0.   .          !
 2012.1!              +  *                    !!          .   . 0 .          !
 2012.2!               *+                     !!          .  0.   .          !
 2012.3!               + *                    !!          .   .0  .          !
 2012.4!                +  *                  !!          .   . 0 .          !


     22.22 percent of the residuals exceed 1 SE
      3.17 percent of the residuals exceed 2 SE
@EQ  1803 LAACEPH C LACEPH(-1) PCEPH;SMPL 1989.3 2012.4;OLS;EST 1803 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMEPH=MEPX$Q/PHPMM;                                                     
 GENR LAAMEPH=LOG(AAMEPH+.00001);                                             
 GENR LAMEPH=LOG(AMEPH+.00001);                                               
 LHS AAMEPH=EXP(LAAMEPH)-.00001;                                              
  EQ 1804 LAAMEPH C LAMEPH(-1) PMEPH;                                         
EQUATION 1170  LAAMEPH  
   RHS     C  LAMEPH(-1)  PMEPH  
 SMPL 1985.3 2012.4;                                                          
Sample period is now  1985.3 to  2012.4 Internally:   135 to   244
 OLS;EST 1170 PLOT=0;END;                                                     

Equation number = 1170
**********************

Dependent variable = LAAMEPH 

 1985.3 -   2012.4,    0 missing obs.,  110 obs. used.

Mean of dependent variable       -7.629110911

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.933803955       1.063005770  -0.87846     1.000000
13919 LAMEPH  ( -1)       0.541708751       0.077095585   7.02646    -7.625208
13917 PMEPH   (  0)      -2.245005172       0.866686061  -2.59033     1.142387

SE of equation            =     0.515778223
Sum of squared residuals  =  28.4649078      -0.103295150E-10
Average absolute error    =     0.388396314
Sum of ABS residuals      =  42.7235946    
R squared                 =   0.37479
Durbin-Watson statistic   =   2.00983
SMPL and No. Obs.         = 1985.3   2012.4    110

Plot of actual(*) and fitted(+) values and residuals(0)


 1985.3!     *              +                 !!    0    .    .    .         !
 1985.4!           +                    *     !!         .    .    .         0
 1986.1!                        +      *      !!         .    .    0         !
 1986.2!             *       +                !!         0    .    .         !
 1986.3!     *     +                          !!         .0   .    .         !
 1986.4!         +           *                !!         .    .    .  0      !
 1987.1!                      +     *         !!         .    .   0.         !
 1987.2!                        +             !!         .    0    .         !
 1987.3!                     + *              !!         .    .0   .         !
 1987.4!                   +                  !!         .    .0   .         !
 1988.1!                 +                    !!         .    0    .         !
 1988.2!                 *  +                 !!         .  0 .    .         !
 1988.3!                +        *            !!         .    .    .0        !
 1988.4!                    * +               !!         .   0.    .         !
 1989.1!                  +                   !!         .    0    .         !
 1989.2!                   +     *            !!         .    .   0.         !
 1989.3!                      +         *     !!         .    .    . 0       !
 1989.4!             *            +           !!     0   .    .    .         !
 1990.1*               +                      !!   0     .    .    .         !
 1990.2!*     +                               !!         .0   .    .         !
 1990.3!     *+                               !!         .   0.    .         !
 1990.4!           +       *                  !!         .    .    0         !
 1991.1!              *   +                   !!         .  0 .    .         !
 1991.2!        *   +                         !!         . 0  .    .         !
 1991.3!*            +                        !!     0   .    .    .         !
 1991.4!       +           *                  !!         .    .    .  0      !
 1992.1!           *       +                  !!        0.    .    .         !
 1992.2!            *+                        !!         .   0.    .         !
 1992.3!          *     +                     !!         .0   .    .         !
 1992.4!              + *                     !!         .    . 0  .         !
 1993.1!            *     +                   !!         .0   .    .         !
 1993.2!  *              +                    !!   0     .    .    .         !
 1993.3!          +    *                      !!         .    .  0 .         !
 1993.4!               + *                    !!         .    .0   .         !
 1994.1!         *         +                  !!       0 .    .    .         !
 1994.2!               +   *                  !!         .    .  0 .         !
 1994.3!          *          +                !!      0  .    .    .         !
 1994.4!                +  *                  !!         .    . 0  .         !
 1995.1!       *              +               !!    0    .    .    .         !
 1995.2!             * +                      !!         .   0.    .         !
 1995.3!            *    +                    !!         . 0  .    .         !
 1995.4!             *   +                    !!         . 0  .    .         !
 1996.1!                   +*                 !!         .    .0   .         !
 1996.2!               *     +                !!         .0   .    .         !
 1996.3!                *  +                  !!         .  0 .    .         !
 1996.4!                  +    *              !!         .    .  0 .         !
 1997.1!                    *   +             !!         . 0  .    .         !
 1997.2!                     +       *        !!         .    .    .0        !
 1997.3!                      *   +           !!         . 0  .    .         !
 1997.4!                     +                !!         .   0.    .         !
 1998.1!                    +                 !!         .    0    .         !
 1998.2!                    +*                !!         .    .0   .         !
 1998.3!                    +         *       !!         .    .    . 0       !
 1998.4!                       * +            !!         .   0.    .         !
 1999.1!                       +              !!         .    0    .         !
 1999.2!                      +*              !!         .    .0   .         !
 1999.3!                   *   +              !!         . 0  .    .         !
 1999.4!                    *+                !!         .   0.    .         !
 2000.1!                 *   +                !!         . 0  .    .         !
 2000.2!          *         +                 !!       0 .    .    .         !
 2000.3!          *    +                      !!         .0   .    .         !
 2000.4!            *+                        !!         .   0.    .         !
 2001.1!               +   *                  !!         .    .  0 .         !
 2001.2!            *     +                   !!         .0   .    .         !
 2001.3!               +  *                   !!         .    . 0  .         !
 2001.4!                +    *                !!         .    .   0.         !
 2002.1!                   +  *               !!         .    . 0  .         !
 2002.2!                     +*               !!         .    .0   .         !
 2002.3!                   * +                !!         .   0.    .         !
 2002.4!                   +                  !!         .    0    .         !
 2003.1!                    +                 !!         .    0    .         !
 2003.2!                 *  +                 !!         .  0 .    .         !
 2003.3!                  +*                  !!         .    .0   .         !
 2003.4!                    + *               !!         .    .0   .         !
 2004.1!                 *     +              !!         .0   .    .         !
 2004.2!                 *  +                 !!         .  0 .    .         !
 2004.3!                   +                  !!         .    0    .         !
 2004.4!                *     +               !!         .0   .    .         !
 2005.1!                   +                  !!         .    0    .         !
 2005.2!                     +                !!         .    0    .         !
 2005.3!                     +         *      !!         .    .    . 0       !
 2005.4!                          +     *     !!         .    .    0         !
 2006.1!                            +   *     !!         .    .  0 .         !
 2006.2!                           +   *      !!         .    .  0 .         !
 2006.3!                          +  *        !!         .    . 0  .         !
 2006.4!                         +   *        !!         .    .  0 .         !
 2007.1!                         +  *         !!         .    . 0  .         !
 2007.2!                         +    *       !!         .    .  0 .         !
 2007.3!                          +           *!         .    .    .  0      !
 2007.4!                            * +       !!         .   0.    .         !
 2008.1!                         +     *      !!         .    .   0.         !
 2008.2!                            +      *  !!         .    .    0         !
 2008.3!                     *        +       !!        0.    .    .         !
 2008.4!                     +*               !!         .    .0   .         !
 2009.1!                     + *              !!         .    . 0  .         !
 2009.2!                       +       *      !!         .    .    .0        !
 2009.3!                       *   +          !!         . 0  .    .         !
 2009.4!                       +        *     !!         .    .    . 0       !
 2010.1!                            +*        !!         .    .0   .         !
 2010.2!                         *+           !!         .   0.    .         !
 2010.3!                        +        *    !!         .    .    .0        !
 2010.4!                             +    *   !!         .    .   0.         !
 2011.1!                       *    +         !!         .0   .    .         !
 2011.2!                    *  +              !!         .  0 .    .         !
 2011.3!                     +*               !!         .    .0   .         !
 2011.4!                      + *             !!         .    . 0  .         !
 2012.1!                       +    *         !!         .    .  0 .         !
 2012.2!                        *+            !!         .   0.    .         !
 2012.3!                       +  *           !!         .    .  0 .         !
 2012.4!                        + *           !!         .    .0   .         !


     24.55 percent of the residuals exceed 1 SE
      4.55 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPEPH=PEPX$Q/PHPMM;                                                     
 GENR LAAPEPH=LOG(AAPEPH+.00001);                                             
 GENR LAPEPH=LOG(APEPH+.00001);                                               
 LHS AAPEPH=EXP(LAAPEPH)-.00001;                                              
  EQ 1805 LAAPEPH C LAPEPH(-1) PPEPH;                                         
EQUATION 1171  LAAPEPH  
   RHS     C  LAPEPH(-1)  PPEPH  
 SMPL 1985.1 2012.4;                                                          
Sample period is now  1985.1 to  2012.4 Internally:   133 to   244
 OLS;EST 1171 PLOT=0;END;                                                     

Equation number = 1171
**********************

Dependent variable = LAAPEPH 

 1985.1 -   2012.4,    0 missing obs.,  112 obs. used.

Mean of dependent variable       -7.394096073

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -4.637203819       0.610391390  -7.59710     1.000000
13922 LAPEPH  ( -1)       0.220552865       0.092675849   2.37983    -7.411936
13920 PPEPH   (  0)      -1.223443331       0.302281757  -4.04736     0.917222

SE of equation            =     1.149589873
Sum of squared residuals  =  144.049699      -0.331290551E-12
Average absolute error    =     0.902609339
Sum of ABS residuals      =  101.092246    
R squared                 =   0.27672
Durbin-Watson statistic   =   2.08609
SMPL and No. Obs.         = 1985.1   2012.4    112

Plot of actual(*) and fitted(+) values and residuals(0)


 1985.1!              *        +              !!         0.   .   .          !
 1985.2!                        +        *    !!          .   .   .0         !
 1985.3!                            +    *    !!          .   .  0.          !
 1985.4!                       *     +        !!          .0  .   .          !
 1986.1!                          +           *!          .   .   . 0        !
 1986.2!                             +   *    !!          .   . 0 .          !
 1986.3!                           *+         !!          .   0   .          !
 1986.4!                           +    *     !!          .   .  0.          !
 1987.1!                            +*        !!          .   0   .          !
 1987.2!                           +      *   !!          .   .   0          !
 1987.3!                            +         !!          .   0   .          !
 1987.4!                        * +           !!          .  0.   .          !
 1988.1!                        +  *          !!          .   .0  .          !
 1988.2!                          +   *       !!          .   . 0 .          !
 1988.3!                         +  *         !!          .   .0  .          !
 1988.4!                       * +            !!          .  0.   .          !
 1989.1!                       +*             !!          .   0   .          !
 1989.2! *                      +             !!  0       .   .   .          !
 1989.3!                   +        *         !!          .   .   .0         !
 1989.4!                          +   *       !!          .   . 0 .          !
 1990.1!                         *+           !!          .  0.   .          !
 1990.2!                         +  *         !!          .   .0  .          !
 1990.3!                         +     *      !!          .   .  0.          !
 1990.4!                           +          !!          .   0   .          !
 1991.1!                +     *               !!          .   .  0.          !
 1991.2!                        +  *          !!          .   .0  .          !
 1991.3!                          +   *       !!          .   . 0 .          !
 1991.4!            *              +          !!      0   .   .   .          !
 1992.1!                       +       *      !!          .   .   0          !
 1992.2*                           +          !0          .   .   .          !
 1992.3!                    +            *    !!          .   .   .  0       !
 1992.4!                            +   *     !!          .   . 0 .          !
 1993.1!                            + *       !!          .   .0  .          !
 1993.2!                             +     *  !!          .   .  0.          !
 1993.3!                             +       *!!          .   .   0          !
 1993.4!                              +   *   !!          .   . 0 .          !
 1994.1!                             +   *    !!          .   . 0 .          !
 1994.2!                             +  *     !!          .   . 0 .          !
 1994.3!                            +        *!!          .   .   .0         !
 1994.4!                             +  *     !!          .   .0  .          !
 1995.1!                           +         *!!          .   .   .0         !
 1995.2!                             +  *     !!          .   . 0 .          !
 1995.3!                           +      *   !!          .   .   0          !
 1995.4!                           *+         !!          .   0   .          !
 1996.1!                  *        +          !!         0.   .   .          !
 1996.2!                        +        *    !!          .   .   .0         !
 1996.3!                            + *       !!          .   .0  .          !
 1996.4!                           +     *    !!          .   .  0.          !
 1997.1!                            +   *     !!          .   . 0 .          !
 1997.2!                           +    *     !!          .   . 0 .          !
 1997.3!                           +      *   !!          .   .   0          !
 1997.4!                            +         !!          .   0   .          !
 1998.1!            *              +          !!      0   .   .   .          !
 1998.2!                  *    +              !!          .0  .   .          !
 1998.3!                        +    *        !!          .   .  0.          !
 1998.4!                           +       *  !!          .   .   0          !
 1999.1!                             +*       !!          .   0   .          !
 1999.2!                             +  *     !!          .   . 0 .          !
 1999.3!                             +    *   !!          .   .  0.          !
 1999.4!                          *  +        !!          . 0 .   .          !
 2000.1!                           +     *    !!          .   .  0.          !
 2000.2!                             +        !!          .   0   .          !
 2000.3!                            +         !!          .   0   .          !
 2000.4!                           +     *    !!          .   .  0.          !
 2001.1!                             + *      !!          .   .0  .          !
 2001.2!                       *    +         !!          .0  .   .          !
 2001.3!                           +   *      !!          .   . 0 .          !
 2001.4!               *             +        !!       0  .   .   .          !
 2002.1!                         +            !!          .   0   .          !
 2002.2!                           +*         !!          .   .0  .          !
 2002.3!                           *+         !!          .  0.   .          !
 2002.4!               *           +          !!       0  .   .   .          !
 2003.1!                         +  *         !!          .   .0  .          !
 2003.2!                 *          +         !!        0 .   .   .          !
 2003.3!                      *  +            !!          .  0.   .          !
 2003.4!                   *      +           !!          0   .   .          !
 2004.1!                  *     +             !!          .0  .   .          !
 2004.2!               *        +             !!         0.   .   .          !
 2004.3!                   *   +              !!          . 0 .   .          !
 2004.4!                    *   +             !!          . 0 .   .          !
 2005.1!                   *    +             !!          .0  .   .          !
 2005.2!              *        +              !!         0.   .   .          !
 2005.3!                *     +               !!          .0  .   .          !
 2005.4!            *        +                !!         0.   .   .          !
 2006.1!            *      +                  !!          0   .   .          !
 2006.2!       *       +                      !!          0   .   .          !
 2006.3!             +                  *     !!          .   .   .     0    !
 2006.4!         *         +                  !!         0.   .   .          !
 2007.1!            *  +                      !!          . 0 .   .          !
 2007.2!     *        +                       !!         0.   .   .          !
 2007.3!             +                        !!          .   0   .          !
 2007.4!              * +                     !!          .  0.   .          !
 2008.1!             *   +                    !!          . 0 .   .          !
 2008.2!        *       +                     !!          0   .   .          !
 2008.3!                +         *           !!          .   .   .0         !
 2008.4!                        +     *       !!          .   .  0.          !
 2009.1!                   *     +            !!          0   .   .          !
 2009.2!             *       +                !!         0.   .   .          !
 2009.3!         *         +                  !!         0.   .   .          !
 2009.4!                +             *       !!          .   .   .  0       !
 2010.1!       *           +                  !!       0  .   .   .          !
 2010.2!   *          +                       !!        0 .   .   .          !
 2010.3!             +            *           !!          .   .   .  0       !
 2010.4!                 +          *         !!          .   .   . 0        !
 2011.1!                +                *    !!          .   .   .    0     !
 2011.2!                 +   *                !!          .   . 0 .          !
 2011.3!               +          *           !!          .   .   . 0        !
 2011.4!    *             +                   !!      0   .   .   .          !
 2012.1!    *        +                        !!         0.   .   .          !
 2012.2!             + *                      !!          .   .0  .          !
 2012.3!    *          +                      !!        0 .   .   .          !
 2012.4!            +          *              !!          .   .   . 0        !


     32.14 percent of the residuals exceed 1 SE
      3.57 percent of the residuals exceed 2 SE
@@EQ 1806 LAATUPH C LATUPH(-1) PTUPH;SMPL 1994.3 2012.4;OLS;EST 1806 PLOT=0;EN
@@EQ 1807 LAAPDPH C LAPDPH(-1) PPDPH;SMPL 1992.3 2012.4;OLS;EST 1807 PLOT=0;EN
@@EQ 1808 LAARUPH C LARUPH(-1) PRUPH;SMPL 1992.3 2012.4;OLS;EST 1808 PLOT=0;EN
@@EQ 1809 LAAUEPH C LAUEPH(-1) PUEPH;SMPL 1993.2 2012.4;OLS;EST 1809 PLOT=0;EN
@@EQ 1810 LAAEGPH C LAEGPH(-1) PEGPH;SMPL 2000.3 2012.4;OLS;EST 1810 PLOT=0;EN
@EQ  1811 LAAISPH C LAISPH(-1) PISPH;SMPL 1966.1 2012.4;OLS;EST 1811 PLOT=0;EN
@@EQ 1812 LAAKEPH C LAKEPH(-1) PKEPH;SMPL 1998.4 2012.4;OLS;EST 1812 PLOT=0;EN
@@EQ 1813 LAABAPH C LABAPH(-1) PBAPH;SMPL 1992.2 2012.4;OLS;EST 1813 PLOT=0;EN
@EQ  1814 LAAHKPH C LAHKPH(-1) PHKPH;SMPL 1966.1 2012.4;OLS;EST 1814 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIPH=SIPX$/PHPMM;                                                      
 GENR LAASIPH=LOG(AASIPH+.00001);                                             
 GENR LASIPH=LOG(ASIPH+.00001);                                               
 LHS AASIPH=EXP(LAASIPH)-.00001;                                              
  EQ 1815 LAASIPH C LASIPH(-1) PSIPH;                                         
EQUATION 1172  LAASIPH  
   RHS     C  LASIPH(-1)  PSIPH  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST 1172 PLOT=0;END;                                                     

Equation number = 1172
**********************

Dependent variable = LAASIPH 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -3.440382731

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.065359646       0.070300775  -0.92971     1.000000
13925 LASIPH  ( -1)       0.942276647       0.021445676  43.93784    -3.460207
13923 PSIPH   (  0)      -0.073761728       0.059315227  -1.24355     1.552984

SE of equation            =     0.219919853
Sum of squared residuals  =  8.46382981      -0.550226531E-12
Average absolute error    =     0.160176629
Sum of ABS residuals      =  28.5114400    
R squared                 =   0.95541
Durbin-Watson statistic   =   2.49563
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3!   *+                                 !!           . 0.  .           !
 1968.4!     +                                !!           .  .0 .           !
 1969.1!      +                               !!           . 0.  .           !
 1969.2!      *+                              !!           . 0.  .           !
 1969.3!      * +                             !!           .0 .  .           !
 1969.4!    *  +                              !!         0 .  .  .           !
 1970.1! *    +                               !!      0    .  .  .           !
 1970.2*   +                                  !!        0  .  .  .           !
 1970.3! +*                                   !!           .  . 0.           !
 1970.4!   +  *                               !!           .  .  0           !
 1971.1!       + *                            !!           .  .  .0          !
 1971.2!          + *                         !!           .  . 0.           !
 1971.3!            *+                        !!           . 0.  .           !
 1971.4!            *+                        !!           .0 .  .           !
 1972.1!            *+                        !!           . 0.  .           !
 1972.2!             +                        !!           . 0.  .           !
 1972.3!             +                        !!           . 0.  .           !
 1972.4!            *+                        !!           0  .  .           !
 1973.1!        *    +                        !!       0   .  .  .           !
 1973.2!         +    *                       !!           .  .  .    0      !
 1973.3!               +   *                  !!           .  .  .   0       !
 1973.4!                *  +                  !!        0  .  .  .           !
 1974.1!                +                     !!           .  0  .           !
 1974.2!                +                     !!           .  0  .           !
 1974.3!              *  +                    !!         0 .  .  .           !
 1974.4!              +  *                    !!           .  .  .0          !
 1975.1!                 +                    !!           .  0  .           !
 1975.2!                 +                    !!           .  .0 .           !
 1975.3!              *   +                   !!       0   .  .  .           !
 1975.4!             *+                       !!           . 0.  .           !
 1976.1!              +                       !!           .  0  .           !
 1976.2!             *+                       !!           0  .  .           !
 1976.3!             +*                       !!           .  . 0.           !
 1976.4!               + *                    !!           .  .  0           !
 1977.1!                  +*                  !!           .  .  0           !
 1977.2!                   +                  !!           .  0  .           !
 1977.3!                    +  *              !!           .  .  .  0        !
 1977.4!                       +              !!           .  0  .           !
 1978.1!                     * +              !!          0.  .  .           !
 1978.2!                     +*               !!           .  .0 .           !
 1978.3!                     *+               !!           .0 .  .           !
 1978.4!                      + *             !!           .  .  .0          !
 1979.1!                       *+             !!           0  .  .           !
 1979.2!                       + *            !!           .  .  .0          !
 1979.3!                       *  +           !!          0.  .  .           !
 1979.4!                        +*            !!           .  .  0           !
 1980.1!                         +            !!           . 0.  .           !
 1980.2!                       * +            !!           0  .  .           !
 1980.3!                      *+              !!           .0 .  .           !
 1980.4!                      +               !!           .  0  .           !
 1981.1!                     *+               !!           .0 .  .           !
 1981.2!                    *+                !!           . 0.  .           !
 1981.3!                    + *               !!           .  .  0           !
 1981.4!                      +*              !!           .  . 0.           !
 1982.1!                       +              !!           . 0.  .           !
 1982.2!                       +              !!           .  0  .           !
 1982.3!                       +              !!           .  . 0.           !
 1982.4!                       +  *           !!           .  .  .0          !
 1983.1!                       *  +           !!          0.  .  .           !
 1983.2!                       +   *          !!           .  .  .   0       !
 1983.3!                           +*         !!           .  .0 .           !
 1983.4!                           +          !!           . 0.  .           !
 1984.1!                       *   +          !!        0  .  .  .           !
 1984.2!                       + *            !!           .  .  0           !
 1984.3!                     *   +            !!       0   .  .  .           !
 1984.4!                     + *              !!           .  .  0           !
 1985.1!                     * +              !!           0  .  .           !
 1985.2!                     +   *            !!           .  .  .  0        !
 1985.3!                         +            !!           .  .0 .           !
 1985.4!                         + *          !!           .  .  0           !
 1986.1!                           +*         !!           .  . 0.           !
 1986.2!                        *   +         !!       0   .  .  .           !
 1986.3!                         +  *         !!           .  .  .  0        !
 1986.4!                           *+         !!           .0 .  .           !
 1987.1!                           +*         !!           .  .0 .           !
 1987.2!                            + *       !!           .  .  0           !
 1987.3!                             *+       !!           .0 .  .           !
 1987.4!                             +        !!           .  .0 .           !
 1988.1!                             + *      !!           .  .  0           !
 1988.2!                              *+      !!           0  .  .           !
 1988.3!                             *+       !!           .0 .  .           !
 1988.4!                             +*       !!           .  . 0.           !
 1989.1!                              +*      !!           .  .0 .           !
 1989.2!                               +      !!           .  0  .           !
 1989.3!                             * +      !!           0  .  .           !
 1989.4!                             +*       !!           .  .0 .           !
 1990.1!                             *+       !!           .0 .  .           !
 1990.2!                             +        !!           .  0  .           !
 1990.3!                           * +        !!           0  .  .           !
 1990.4!                           +*         !!           .  .  0           !
 1991.1!                            +*        !!           .  . 0.           !
 1991.2!                             +*       !!           .  .0 .           !
 1991.3!                            * +       !!          0.  .  .           !
 1991.4!                            +         !!           .  .0 .           !
 1992.1!                             +        !!           .  .0 .           !
 1992.2!                             +        !!           . 0.  .           !
 1992.3!                            *+        !!           . 0.  .           !
 1992.4!                            + *       !!           .  . 0.           !
 1993.1!                              +*      !!           .  . 0.           !
 1993.2!                               +      !!           .  0  .           !
 1993.3!                               + *    !!           .  .  0           !
 1993.4!                                *+    !!           . 0.  .           !
 1994.1!                              * +     !!           0  .  .           !
 1994.2!                              +   *   !!           .  .  .  0        !
 1994.3!                              *   +   !!        0  .  .  .           !
 1994.4!                              + *     !!           .  .  0           !
 1995.1!                                +*    !!           .  . 0.           !
 1995.2!                        *        +    !0           .  .  .           !
 1995.3!                        +      *      !!           .  .  .       0   !
 1995.4!                               +   *  !!           .  .  .  0        !
 1996.1!                               *   +  !!        0  .  .  .           !
 1996.2!                               +*     !!           .  . 0.           !
 1996.3!                               *+     !!           0  .  .           !
 1996.4!                               +*     !!           .  .  0           !
 1997.1!                                +*    !!           .  .0 .           !
 1997.2!                                 +    !!           .  .0 .           !
 1997.3!                                *+    !!           .0 .  .           !
 1997.4!                                +*    !!           .  . 0.           !
 1998.1!                                 +    !!           .  0  .           !
 1998.2!                                 +*   !!           .  . 0.           !
 1998.3!                                 *+   !!           .0 .  .           !
 1998.4!                                 +    !!           .  0  .           !
 1999.1!                                 +    !!           .  0  .           !
 1999.2!                                 + *  !!           .  .  0           !
 1999.3!                                 * +  !!           0  .  .           !
 1999.4!                                 +*   !!           .  . 0.           !
 2000.1!                                  +*  !!           .  . 0.           !
 2000.2!                                  *+  !!           .0 .  .           !
 2000.3!                                * +   !!           .0 .  .           !
 2000.4!                                +*    !!           .  .0 .           !
 2001.1!                                 +  * !!           .  .  . 0         !
 2001.2!                                 *  + !!          0.  .  .           !
 2001.3!                                *+    !!           .0 .  .           !
 2001.4!                                + *   !!           .  . 0.           !
 2002.1!                                  +   !!           .  .0 .           !
 2002.2!                                  +*  !!           .  .0 .           !
 2002.3!                                 * +  !!           .0 .  .           !
 2002.4!                                 + *  !!           .  . 0.           !
 2003.1!                                  +   !!           . 0.  .           !
 2003.2!                                  +   !!           .  0  .           !
 2003.3!                                  +   !!           .  0  .           !
 2003.4!                                  +*  !!           .  . 0.           !
 2004.1!                                   +  !!           .  0  .           !
 2004.2!                                   +* !!           .  .0 .           !
 2004.3!                                   *+ !!           .  0  .           !
 2004.4!                                   +* !!           .  .0 .           !
 2005.1!                                   *+ !!           . 0.  .           !
 2005.2!                                   +* !!           .  . 0.           !
 2005.3!                                   *+ !!           . 0.  .           !
 2005.4!                                   +* !!           .  . 0.           !
 2006.1!                                    +*!!           .  .0 .           !
 2006.2!                                     +!!           .  0  .           !
 2006.3!                                    + !!           . 0.  .           !
 2006.4!                                   +* !!           .  .0 .           !
 2007.1!                                    +*!!           .  . 0.           !
 2007.2!                                     +!!           .  0  .           !
 2007.3!                                     +!!           .  0  .           !
 2007.4!                                     +!!           .  .0 .           !
 2008.1!                                     +*!           .  . 0.           !
 2008.2!                                     *+!           . 0.  .           !
 2008.3!                                     +!!           . 0.  .           !
 2008.4!                                     +!!           .  .0 .           !
 2009.1!                                     +*!           .  .0 .           !
 2009.2!                                    *+!!           .0 .  .           !
 2009.3!                                    + !!           . 0.  .           !
 2009.4!                                    +*!!           .  .  0           !
 2010.1!                                     +!!           .  0  .           !
 2010.2!                                     +*!           .  . 0.           !
 2010.3!                                    * +!           0  .  .           !
 2010.4!                                    +*!!           .  .0 .           !
 2011.1!                                     +!!           .  0  .           !
 2011.2!                                   * +!!           .0 .  .           !
 2011.3!                                  *+  !!           .0 .  .           !
 2011.4!                                  +*  !!           .  . 0.           !
 2012.1!                                   +  !!           .  0  .           !
 2012.2!                                  *+  !!           . 0.  .           !
 2012.3!                                 *+   !!           .0 .  .           !
 2012.4!                                 +*   !!           .  .0 .           !


     21.91 percent of the residuals exceed 1 SE
      5.62 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PVIPH=VIPX$/PHPMM;                                                      
 GENR LAAVIPH=LOG(AAVIPH+.00001);                                             
 GENR LAVIPH=LOG(AVIPH+.00001);                                               
 LHS AAVIPH=EXP(LAAVIPH)-.00001;                                              
  EQ 1816 LAAVIPH C LAVIPH(-1) PVIPH;                                         
EQUATION 1173  LAAVIPH  
   RHS     C  LAVIPH(-1)  PVIPH  
 SMPL 1990.3 2012.4;                                                          
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
 OLS;EST 1173 PLOT=0;END;                                                     

Equation number = 1173
**********************

Dependent variable = LAAVIPH 

 1990.3 -   2012.4,    0 missing obs.,   90 obs. used.

Mean of dependent variable       -5.480160466

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       4.720499921       2.142666222   2.20310     1.000000
13928 LAVIPH  ( -1)       0.897579130       0.042625819  21.05717    -5.489486
13926 PVIPH   (  0)      -4.673307925       1.926551523  -2.42574     1.128411

SE of equation            =     0.795085948
Sum of squared residuals  =  54.9980649      -0.539395195E-10
Average absolute error    =     0.553814442
Sum of ABS residuals      =  49.8432997    
R squared                 =   0.84851
Durbin-Watson statistic   =   1.95003
SMPL and No. Obs.         = 1990.3   2012.4     90

Plot of actual(*) and fitted(+) values and residuals(0)


 1990.3!                        +    *        !!           .  .  .0          !
 1990.4!                   *        +         !!      0    .  .  .           !
 1991.1!*                 +                   !0           .  .  .           !
 1991.2+                                      !!           .  0  .           !
 1991.3! +      *                             !!           .  .  .   0       !
 1991.4!       *+                             !!           . 0.  .           !
 1992.1!   *     +                            !!         0 .  .  .           !
 1992.2!    +                                 !!           .  0  .           !
 1992.3!      +                               !!           .  0  .           !
 1992.4!       +*                             !!           .  .0 .           !
 1993.1!   *     +                            !!         0 .  .  .           !
 1993.2!     *+                               !!           . 0.  .           !
 1993.3!       + *                            !!           .  . 0.           !
 1993.4!       * +                            !!           .0 .  .           !
 1994.1!         +*                           !!           .  0  .           !
 1994.2!          * +                         !!           .0 .  .           !
 1994.3!         *   +                        !!           0  .  .           !
 1994.4!          *+                          !!           . 0.  .           !
 1995.1!             +   *                    !!           .  .  0           !
 1995.2!                 * +                  !!           .0 .  .           !
 1995.3!                  +   *               !!           .  .  .0          !
 1995.4!                      *+              !!           . 0.  .           !
 1996.1!                        +*            !!           .  .0 .           !
 1996.2!                         *+           !!           . 0.  .           !
 1996.3!                         *+           !!           . 0.  .           !
 1996.4!                         +            !!           .  0  .           !
 1997.1!                          +*          !!           .  .0 .           !
 1997.2!                           +  *       !!           .  . 0.           !
 1997.3!                         *    +       !!          0.  .  .           !
 1997.4!                        *+            !!           . 0.  .           !
 1998.1!                        +      *      !!           .  .  .  0        !
 1998.2!                              +       !!           .  0  .           !
 1998.3!                             + *      !!           .  . 0.           !
 1998.4!                            *+        !!           . 0.  .           !
 1999.1!                            +     *   !!           .  .  . 0         !
 1999.2!                              *   +   !!           0  .  .           !
 1999.3!                       *       +      !!       0   .  .  .           !
 1999.4!                      * +             !!           .0 .  .           !
 2000.1!                       +*             !!           .  .0 .           !
 2000.2!                         +    *       !!           .  .  .0          !
 2000.3!                              + *     !!           .  . 0.           !
 2000.4!                              +       !!           . 0.  .           !
 2001.1!                          * +         !!           .0 .  .           !
 2001.2!                         +     *      !!           .  .  . 0         !
 2001.3!                             +*       !!           .  .0 .           !
 2001.4!                           +          !!           .  0  .           !
 2002.1!                          +*          !!           .  .0 .           !
 2002.2!                          +*          !!           .  .0 .           !
 2002.3!                          +   *       !!           .  .  0           !
 2002.4!                            +*        !!           .  .0 .           !
 2003.1!                           * +        !!           . 0.  .           !
 2003.2!                           +  *       !!           .  .  0           !
 2003.3!                            *+        !!           .  0  .           !
 2003.4!                           *+         !!           . 0.  .           !
 2004.1!                            +         !!           .  0  .           !
 2004.2!                            + *       !!           .  .0 .           !
 2004.3!                              + *     !!           .  . 0.           !
 2004.4!                             *   +    !!          0.  .  .           !
 2005.1!                             +  *     !!           .  . 0.           !
 2005.2!                                + *   !!           .  . 0.           !
 2005.3!                                 *+   !!           .  0  .           !
 2005.4!                            *   +     !!          0.  .  .           !
 2006.1!                            +    *    !!           .  .  .0          !
 2006.2!                               *+     !!           . 0.  .           !
 2006.3!                               +*     !!           .  .0 .           !
 2006.4!                            *  +      !!           0  .  .           !
 2007.1!                           + *        !!           .  . 0.           !
 2007.2!                             +   *    !!           .  .  0           !
 2007.3!                                +*    !!           .  .0 .           !
 2007.4!                               *+     !!           . 0.  .           !
 2008.1!                              +*      !!           .  .0 .           !
 2008.2!                                +   * !!           .  .  .0          !
 2008.3!                                    +*!!           .  .0 .           !
 2008.4!                             *     +  !!        0  .  .  .           !
 2009.1!                            +      *  !!           .  .  .  0        !
 2009.2!                                  +   *!           .  .  0           !
 2009.3!                              *      +!!        0  .  .  .           !
 2009.4!                             *+       !!           . 0.  .           !
 2010.1!                             +      * !!           .  .  . 0         !
 2010.2!                                   +  !!           .  0  .           !
 2010.3!                                 *+   !!           . 0.  .           !
 2010.4!                             *   +    !!           0  .  .           !
 2011.1!                             +*       !!           .  .0 .           !
 2011.2!                              +   *   !!           .  .  0           !
 2011.3!                                  +   !!           .  0  .           !
 2011.4!                               * +    !!           .0 .  .           !
 2012.1!                               +      !!           .  0  .           !
 2012.2!                              +   *   !!           .  .  0           !
 2012.3!                                 + *  !!           .  . 0.           !
 2012.4!                                * +   !!           .0 .  .           !


     24.44 percent of the residuals exceed 1 SE
      3.33 percent of the residuals exceed 2 SE
@@EQ 1817 LAANIPH C LANIPH(-1) PNIPH;SMPL 2005.4 2012.4;OLS;EST 1817 PLOT=0;EN
@@EQ 1818 LAAALPH C LAALPH(-1) PALPH;SMPL 2013.1 2012.4;OLS;EST 1818 PLOT=0;EN
@@EQ 1819 LAAIAPH C LAIAPH(-1) PIAPH;SMPL 1975.2 2012.4;OLS;EST 1819 PLOT=0;EN
@@EQ 1820 LAAINPH C LAINPH(-1) PINPH;SMPL 2000.3 2012.4;OLS;EST 1820 PLOT=0;EN
@@EQ 1821 LAAIQPH C LAIQPH(-1) PIQPH;SMPL 2007.1 2012.4;OLS;EST 1821 PLOT=0;EN
@@EQ 1822 LAAKUPH C LAKUPH(-1) PKUPH;SMPL 1992.3 2012.4;OLS;EST 1822 PLOT=0;EN
@@EQ 1823 LAALIPH C LALIPH(-1) PLIPH;SMPL 2013.1 2012.4;OLS;EST 1823 PLOT=0;EN
@@EQ 1824 LAAUAPH C LAUAPH(-1) PUAPH;SMPL 1986.4 2012.4;OLS;EST 1824 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSTH=USPX$/THPMM;                                                      
 GENR LAAUSTH=LOG(AAUSTH+.00001);                                             
 GENR LAUSTH=LOG(AUSTH+.00001);                                               
 LHS AAUSTH=EXP(LAAUSTH)-.00001;                                              
  EQ 1825 LAAUSTH C LAUSTH(-1) PUSTH;                                         
EQUATION 1174  LAAUSTH  
   RHS     C  LAUSTH(-1)  PUSTH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1174 PLOT=0;END;                                                     

Equation number = 1174
**********************

Dependent variable = LAAUSTH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.203025281

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.248991346       0.133490269  -1.86524     1.000000
13931 LAUSTH  ( -1)       0.831434006       0.039919070  20.82799    -2.195501
13929 PUSTH   (  0)      -0.114225027       0.109590860  -1.04229     1.126023

SE of equation            =     0.158361638
Sum of squared residuals  =  4.63950555      -0.290079072E-11
Average absolute error    =     0.119632360
Sum of ABS residuals      =  22.4908837    
R squared                 =   0.71882
Durbin-Watson statistic   =   2.72893
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                *   + !!         .0   .    .         !
 1966.2!                              +       !!         .    0    .         !
 1966.3!                           *+         !!         .  0 .    .         !
 1966.4!                         + *          !!         .    .  0 .         !
 1967.1!                          +           !!         .    0    .         !
 1967.2!                         + *          !!         .    .  0 .         !
 1967.3!                         *+           !!         .  0 .    .         !
 1967.4!                        +*            !!         .    .0   .         !
 1968.1!                        +     *       !!         .    .    . 0       !
 1968.2!                            +*        !!         .    .0   .         !
 1968.3!                           +     *    !!         .    .    . 0       !
 1968.4!                        *     +       !!       0 .    .    .         !
 1969.1!                    *  +              !!         . 0  .    .         !
 1969.2!                    +   *             !!         .    .    0         !
 1969.3!                     * +              !!         .  0 .    .         !
 1969.4!                     +*               !!         .    .0   .         !
 1970.1!                     +  *             !!         .    .  0 .         !
 1970.2!                *      +              !!       0 .    .    .         !
 1970.3!                +     *               !!         .    .    .0        !
 1970.4!                     + *              !!         .    . 0  .         !
 1971.1!                      +   *           !!         .    .    0         !
 1971.2!                   *    +             !!        0.    .    .         !
 1971.3!                   + *                !!         .    . 0  .         !
 1971.4!               *    +                 !!        0.    .    .         !
 1972.1!               +           *          !!         .    .    .       0 !
 1972.2!                    *    +            !!        0.    .    .         !
 1972.3!                    +  *              !!         .    .  0 .         !
 1972.4!                      +   *           !!         .    .   0.         !
 1973.1!                  *      +            !!      0  .    .    .         !
 1973.2!                 +    *               !!         .    .    0         !
 1973.3!                     +                !!         .    0    .         !
 1973.4!                    +     *           !!         .    .    . 0       !
 1974.1!                        + *           !!         .    . 0  .         !
 1974.2!                        *+            !!         .    0    .         !
 1974.3!                *      +              !!      0  .    .    .         !
 1974.4!                +           *         !!         .    .    .       0 !
 1975.1!                 *        +           !!     0   .    .    .         !
 1975.2!                +       *             !!         .    .    .   0     !
 1975.3!          *           +               !!0        .    .    .         !
 1975.4!          +        *                  !!         .    .    .    0    !
 1976.1!           *      +                   !!       0 .    .    .         !
 1976.2!           +  *                       !!         .    .   0.         !
 1976.3!             +                        !!         .   0.    .         !
 1976.4!             +         *              !!         .    .    .      0  !
 1977.1!                    * +               !!         .   0.    .         !
 1977.2!                   +                  !!         .    0    .         !
 1977.3!                  +   *               !!         .    .   0.         !
 1977.4!                   * +                !!         .  0 .    .         !
 1978.1!                   +    *             !!         .    .    .0        !
 1978.2!                       +*             !!         .    .0   .         !
 1978.3!                       +   *          !!         .    .    0         !
 1978.4!                          +           !!         .    0    .         !
 1979.1!                     *  +             !!         . 0  .    .         !
 1979.2!                     +    *           !!         .    .    0         !
 1979.3!                        +    *        !!         .    .    0         !
 1979.4!                           +          *!         .    .    .       0 !
 1980.1!                               *   +  !!         .0   .    .         !
 1980.2!                             + *      !!         .    . 0  .         !
 1980.3!                             +     *  !!         .    .    . 0       !
 1980.4!                                 +    !!         .    0    .         !
 1981.1!                              +*      !!         .    .0   .         !
 1981.2!                          *  +        !!         . 0  .    .         !
 1981.3!                    *    +            !!         0    .    .         !
 1981.4!                   +*                 !!         .    . 0  .         !
 1982.1!                   +   *              !!         .    .   0.         !
 1982.2!                     +                !!         .   0.    .         !
 1982.3!                   +*                 !!         .    0    .         !
 1982.4!                   +*                 !!         .    .0   .         !
 1983.1!                  *+                  !!         .   0.    .         !
 1983.2!                  +*                  !!         .    .0   .         !
 1983.3!                  +                   !!         .   0.    .         !
 1983.4!                  +  *                !!         .    .   0.         !
 1984.1!                    +  *              !!         .    .  0 .         !
 1984.2!                     + *              !!         .    . 0  .         !
 1984.3!                *     +               !!       0 .    .    .         !
 1984.4!                +   *                 !!         .    .    0         !
 1985.1!                   +*                 !!         .    .0   .         !
 1985.2!                *   +                 !!         0    .    .         !
 1985.3!               *+                     !!         .   0.    .         !
 1985.4!               +    *                 !!         .    .    .0        !
 1986.1!                   *+                 !!         .  0 .    .         !
 1986.2!                  + *                 !!         .    .0   .         !
 1986.3!                   + *                !!         .    .  0 .         !
 1986.4!                     + *              !!         .    . 0  .         !
 1987.1!                   *  +               !!         .0   .    .         !
 1987.2!                   + *                !!         .    . 0  .         !
 1987.3!                    + *               !!         .    . 0  .         !
 1987.4!                     +            *   !!         .    .    .         0
 1988.1!                   *            +     !0         .    .    .         !
 1988.2!                   +                  !!         .    0    .         !
 1988.3!                   +   *              !!         .    .    0         !
 1988.4!                   *  +               !!         . 0  .    .         !
 1989.1!                   +                  !!         .    0    .         !
 1989.2!                 * +                  !!         .  0 .    .         !
 1989.3!                  +                   !!         .    .0   .         !
 1989.4!                  +                   !!         .    0    .         !
 1990.1!                  +     *             !!         .    .    . 0       !
 1990.2!                 *     +              !!      0  .    .    .         !
 1990.3!                 +                    !!         .    0    .         !
 1990.4!                * +                   !!         .  0 .    .         !
 1991.1!                 +   *                !!         .    .   0.         !
 1991.2!                    +    *            !!         .    .    0         !
 1991.3!                     *  +             !!         . 0  .    .         !
 1991.4!                     + *              !!         .    . 0  .         !
 1992.1!                  *   +               !!         0    .    .         !
 1992.2!                 *+                   !!         .   0.    .         !
 1992.3!                  +     *             !!         .    .    . 0       !
 1992.4!                       +  *           !!         .    .   0.         !
 1993.1!               *         +            !!   0     .    .    .         !
 1993.2!                + *                   !!         .    . 0  .         !
 1993.3!              *   +                   !!         0    .    .         !
 1993.4!               +   *                  !!         .    .    .0        !
 1994.1!                 * +                  !!         .  0 .    .         !
 1994.2!                  +                   !!         .    .0   .         !
 1994.3!                   +                  !!         .    0    .         !
 1994.4!                   +*                 !!         .    .0   .         !
 1995.1!                   *+                 !!         .   0.    .         !
 1995.2!                   *+                 !!         .   0.    .         !
 1995.3!                  *+                  !!         .   0.    .         !
 1995.4!                  +*                  !!         .    .0   .         !
 1996.1!                   +*                 !!         .    .0   .         !
 1996.2!                    +  *              !!         .    .  0 .         !
 1996.3!               *      +               !!       0 .    .    .         !
 1996.4!                +      *              !!         .    .    .  0      !
 1997.1!                     *+               !!         .  0 .    .         !
 1997.2!                     +                !!         .    .0   .         !
 1997.3!                    +   *             !!         .    .   0.         !
 1997.4!                       +  *           !!         .    .   0.         !
 1998.1!                         +            !!         .    0    .         !
 1998.2!                    *  +              !!         . 0  .    .         !
 1998.3!                 * +                  !!         . 0  .    .         !
 1998.4!                 +       *            !!         .    .    .    0    !
 1999.1!                  *     +             !!       0 .    .    .         !
 1999.2!                  + *                 !!         .    .  0 .         !
 1999.3!                 * +                  !!         .  0 .    .         !
 1999.4!                 +  *                 !!         .    .  0 .         !
 2000.1!                  * +                 !!         .  0 .    .         !
 2000.2!                 +                    !!         .   0.    .         !
 2000.3!                 +    *               !!         .    .    .0        !
 2000.4!                     +*               !!         .    .0   .         !
 2001.1!                     +                !!         .   0.    .         !
 2001.2!                    +*                !!         .    . 0  .         !
 2001.3!             *      +                 !!      0  .    .    .         !
 2001.4!            *+                        !!         .   0.    .         !
 2002.1!             +                        !!         .    .0   .         !
 2002.2!           *  +                       !!         . 0  .    .         !
 2002.3!         *  +                         !!         . 0  .    .         !
 2002.4!          *+                          !!         .   0.    .         !
 2003.1!           +  *                       !!         .    .  0 .         !
 2003.2!          *   +                       !!         .0   .    .         !
 2003.3!           +                          !!         .   0.    .         !
 2003.4!            +  *                      !!         .    .   0.         !
 2004.1!          *    +                      !!        0.    .    .         !
 2004.2!         * +                          !!         .  0 .    .         !
 2004.3!          +*                          !!         .    .0   .         !
 2004.4!        *   +                         !!         0    .    .         !
 2005.1!         +                            !!         .    0    .         !
 2005.2!        * +                           !!         .  0 .    .         !
 2005.3!          +                           !!         .    .0   .         !
 2005.4!       *   +                          !!         0    .    .         !
 2006.1!       * +                            !!         .  0 .    .         !
 2006.2!        +                             !!         .    0    .         !
 2006.3!       *  +                           !!         . 0  .    .         !
 2006.4!         +    *                       !!         .    .    .0        !
 2007.1!      *       +                       !!     0   .    .    .         !
 2007.2!       *+                             !!         .  0 .    .         !
 2007.3!        + *                           !!         .    . 0  .         !
 2007.4!        *  +                          !!         .0   .    .         !
 2008.1!     *   +                            !!         0    .    .         !
 2008.2!      *+                              !!         .   0.    .         !
 2008.3!      * +                             !!         . 0  .    .         !
 2008.4!   *   +                              !!         0    .    .         !
 2009.1!     + *                              !!         .    . 0  .         !
 2009.2!    *   +                             !!         0    .    .         !
 2009.3!  *   +                               !!         .0   .    .         !
 2009.4!   * +                                !!         .  0 .    .         !
 2010.1!    *+                                !!         .  0 .    .         !
 2010.2!  *   +                               !!         .0   .    .         !
 2010.3!*    +                                !!         0    .    .         !
 2010.4!   +*                                 !!         .    .0   .         !
 2011.1!     *+                               !!         .   0.    .         !
 2011.2!   *   +                              !!         0    .    .         !
 2011.3! *   +                                !!         0    .    .         !
 2011.4!   *+                                 !!         .   0.    .         !
 2012.1*     +                                !!       0 .    .    .         !
 2012.2! *+                                   !!         .   0.    .         !
 2012.3*   +                                  !!         0    .    .         !
 2012.4! *+                                   !!         .   0.    .         !


     29.26 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCATH=CAPX$/THPMM;                                                      
 GENR LAACATH=LOG(AACATH+.00001);                                             
 GENR LACATH=LOG(ACATH+.00001);                                               
 LHS AACATH=EXP(LAACATH)-.00001;                                              
  EQ 1826 LAACATH C LACATH(-1) PCATH;                                         
EQUATION 1175  LAACATH  
   RHS     C  LACATH(-1)  PCATH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1175 PLOT=0;END;                                                     

Equation number = 1175
**********************

Dependent variable = LAACATH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.773954003

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.619072731       0.185315066  -3.34065     1.000000
13934 LACATH  ( -1)       0.864359226       0.040866535  21.15078    -4.769117
13932 PCATH   (  0)      -0.032124504       0.125103480  -0.25678     1.016382

SE of equation            =     0.259382846
Sum of squared residuals  =  12.4467003      -0.118580701E-10
Average absolute error    =     0.199195789
Sum of ABS residuals      =  37.4488084    
R squared                 =   0.74536
Durbin-Watson statistic   =   2.57093
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!               *    +                 !!         0.   .   .          !
 1966.2!               +        *             !!          .   .   .    0     !
 1966.3!                *      +              !!       0  .   .   .          !
 1966.4!                +*                    !!          .   .0  .          !
 1967.1!                 +*                   !!          .   .0  .          !
 1967.2!    *             +                   !0          .   .   .          !
 1967.3!     *+                               !!          .  0.   .          !
 1967.4!       +       *                      !!          .   .   .    0     !
 1968.1!        *       +                     !!     0    .   .   .          !
 1968.2!         +      *                     !!          .   .   .  0       !
 1968.3!               *+                     !!          .  0.   .          !
 1968.4!               +                      !!          .   0   .          !
 1969.1!               + *                    !!          .   . 0 .          !
 1969.2!              *  +                    !!          .0  .   .          !
 1969.3!              *+                      !!          .   0   .          !
 1969.4!     *         +                      !!    0     .   .   .          !
 1970.1!       +       *                      !!          .   .   .    0     !
 1970.2!              * +                     !!          . 0 .   .          !
 1970.3!              +*                      !!          .   .0  .          !
 1970.4!               +     *                !!          .   .   . 0        !
 1971.1!                    +*                !!          .   0   .          !
 1971.2!                    + *               !!          .   .  0.          !
 1971.3!                      +  *            !!          .   .   0          !
 1971.4!                       *+             !!          . 0 .   .          !
 1972.1!                      +  *            !!          .   .  0.          !
 1972.2!                    *   +             !!          0   .   .          !
 1972.3!             *      +                 !!      0   .   .   .          !
 1972.4!              +      *                !!          .   .   .   0      !
 1973.1!              *     +                 !!       0  .   .   .          !
 1973.2!              +                       !!          .   0   .          !
 1973.3!               + *                    !!          .   . 0 .          !
 1973.4!                 +  *                 !!          .   .   0          !
 1974.1!             *      +                 !!       0  .   .   .          !
 1974.2!              +     *                 !!          .   .   .  0       !
 1974.3!                   *+                 !!          .  0.   .          !
 1974.4!                   +  *               !!          .   .   0          !
 1975.1!               *      +               !!      0   .   .   .          !
 1975.2!             * +                      !!          .  0.   .          !
 1975.3!             *+                       !!          .  0.   .          !
 1975.4!             +    *                   !!          .   .   .0         !
 1976.1!               *  +                   !!          .0  .   .          !
 1976.2!               +      *               !!          .   .   .   0      !
 1976.3!                     +    *           !!          .   .   .0         !
 1976.4!                        + *           !!          .   . 0 .          !
 1977.1!                       * +            !!          . 0 .   .          !
 1977.2!                      +    *          !!          .   .   .0         !
 1977.3!                        *+            !!          . 0 .   .          !
 1977.4!                       +*             !!          .   .0  .          !
 1978.1!                       +              !!          .   0   .          !
 1978.2!                      +  *            !!          .   .  0.          !
 1978.3!                        +     *       !!          .   .   . 0        !
 1978.4!                            + *       !!          .   . 0 .          !
 1979.1!                             + *      !!          .   . 0 .          !
 1979.2!                           * +        !!          . 0 .   .          !
 1979.3!                         *+           !!          .   0   .          !
 1979.4!                        + *           !!          .   . 0 .          !
 1980.1!                         +    *       !!          .   .   . 0        !
 1980.2!                            +*        !!          .   0   .          !
 1980.3!                           +  *       !!          .   .  0.          !
 1980.4!                            +    *    !!          .   .   .0         !
 1981.1!                           *   +      !!         0.   .   .          !
 1981.2!                         +            !!          .  0.   .          !
 1981.3!                   *    +             !!         0.   .   .          !
 1981.4!                   +     *            !!          .   .   .  0       !
 1982.1!                        +  *          !!          .   .  0.          !
 1982.2!                          +    *      !!          .   .   . 0        !
 1982.3!                             +  *     !!          .   .  0.          !
 1982.4!                            * +       !!          . 0 .   .          !
 1983.1!                         * +          !!          . 0 .   .          !
 1983.2!                        +  *          !!          .   .  0.          !
 1983.3!                          +    *      !!          .   .   .0         !
 1983.4!                          *  +        !!          .0  .   .          !
 1984.1!                        *+            !!          .  0.   .          !
 1984.2!                       + *            !!          .   . 0 .          !
 1984.3!                     *  +             !!          .0  .   .          !
 1984.4!                     +    *           !!          .   .   . 0        !
 1985.1!                         +        *   !!          .   .   .     0    !
 1985.2!                            *   +     !!          0   .   .          !
 1985.3!                    *     +           !!        0 .   .   .          !
 1985.4!                    + *               !!          .   . 0 .          !
 1986.1!                      + *             !!          .   .  0.          !
 1986.2!                       +   *          !!          .   .   0          !
 1986.3!                        * +           !!          . 0 .   .          !
 1986.4!                       + *            !!          .   . 0 .          !
 1987.1!                        +  *          !!          .   .   0          !
 1987.2!                          +*          !!          .   .0  .          !
 1987.3!                          +   *       !!          .   .   0          !
 1987.4!                            +  *      !!          .   .  0.          !
 1988.1!                             + *      !!          .   .0  .          !
 1988.2!                             + *      !!          .   . 0 .          !
 1988.3!                            *+        !!          . 0 .   .          !
 1988.4!                          +           !!          .  0.   .          !
 1989.1!                         +*           !!          .   . 0 .          !
 1989.2!                         +  *         !!          .   .  0.          !
 1989.3!                           +  *       !!          .   .  0.          !
 1989.4!                            + *       !!          .   . 0 .          !
 1990.1!                            +         !!          .   0   .          !
 1990.2!                           +          *!          .   .   .       0  !
 1990.3!                         *         +  !!  0       .   .   .          !
 1990.4!                        +   *         !!          .   .   .0         !
 1991.1!                      *    +          !!         0.   .   .          !
 1991.2!                 *    +               !!          0   .   .          !
 1991.3!                 +     *              !!          .   .   . 0        !
 1991.4!                       +         *    !!          .   .   .      0   !
 1992.1!                        *      +      !!      0   .   .   .          !
 1992.2!                   *   +              !!         0.   .   .          !
 1992.3!                   +                  !!          .   .0  .          !
 1992.4!                   +    *             !!          .   .   .0         !
 1993.1!                      *+              !!          . 0 .   .          !
 1993.2!                   * +                !!          . 0 .   .          !
 1993.3!                   +    *             !!          .   .   .0         !
 1993.4!                 *     +              !!        0 .   .   .          !
 1994.1!                 +    *               !!          .   .   . 0        !
 1994.2!            *         +               !!   0      .   .   .          !
 1994.3!             +    *                   !!          .   .   . 0        !
 1994.4!                 *+                   !!          .  0.   .          !
 1995.1!                 +  *                 !!          .   . 0 .          !
 1995.2!                  *+                  !!          .  0.   .          !
 1995.3!                  +                   !!          .  0.   .          !
 1995.4!                 *+                   !!          .  0.   .          !
 1996.1!                 + *                  !!          .   . 0 .          !
 1996.2!                  *+                  !!          .  0.   .          !
 1996.3!                 *+                   !!          .  0.   .          !
 1996.4!                *+                    !!          .  0.   .          !
 1997.1!                 +                    !!          .   .0  .          !
 1997.2!                *+                    !!          .  0.   .          !
 1997.3!             *  +                     !!          .0  .   .          !
 1997.4!              +                       !!          .   .0  .          !
 1998.1!            *  +                      !!          .0  .   .          !
 1998.2!            + *                       !!          .   . 0 .          !
 1998.3!       *       +                      !!      0   .   .   .          !
 1998.4!        + *                           !!          .   . 0 .          !
 1999.1!           +*                         !!          .   .0  .          !
 1999.2!          *  +                        !!          .0  .   .          !
 1999.3!           +  *                       !!          .   .  0.          !
 1999.4!      *       +                       !!     0    .   .   .          !
 2000.1!        + *                           !!          .   .  0.          !
 2000.2!           +*                         !!          .   .0  .          !
 2000.3!             +                        !!          .   0   .          !
 2000.4!           * +                        !!          .0  .   .          !
 2001.1!           *+                         !!          .  0.   .          !
 2001.2!          * +                         !!          . 0 .   .          !
 2001.3!           +   *                      !!          .   .   0          !
 2001.4!               +                      !!          .   0   .          !
 2002.1!           *    +                     !!         0.   .   .          !
 2002.2!            + *                       !!          .   .  0.          !
 2002.3!              *+                      !!          .  0.   .          !
 2002.4!              +     *                 !!          .   .   . 0        !
 2003.1!              *    +                  !!        0 .   .   .          !
 2003.2!           *  +                       !!          0   .   .          !
 2003.3!         * +                          !!          .0  .   .          !
 2003.4!          +*                          !!          .   .0  .          !
 2004.1!            +                         !!          .   0   .          !
 2004.2!            *+                        !!          .  0.   .          !
 2004.3!        *    +                        !!          0   .   .          !
 2004.4!         *+                           !!          .   0   .          !
 2005.1!         *+                           !!          .  0.   .          !
 2005.2!       *  +                           !!          .0  .   .          !
 2005.3!    *    +                            !!         0.   .   .          !
 2005.4!      +*                              !!          .   .0  .          !
 2006.1!        +*                            !!          .   .0  .          !
 2006.2!      *   +                           !!          0   .   .          !
 2006.3!        +                             !!          .   0   .          !
 2006.4!        *+                            !!          .  0.   .          !
 2007.1!       * +                            !!          . 0 .   .          !
 2007.2!        +  *                          !!          .   .  0.          !
 2007.3!     *      +                         !!       0  .   .   .          !
 2007.4!       +*                             !!          .   . 0 .          !
 2008.1!        *+                            !!          . 0 .   .          !
 2008.2!      *  +                            !!          .0  .   .          !
 2008.3!       +                              !!          .   0   .          !
 2008.4!        + *                           !!          .   . 0 .          !
 2009.1!          *+                          !!          .  0.   .          !
 2009.2!      *    +                          !!         0.   .   .          !
 2009.3!        +*                            !!          .   . 0 .          !
 2009.4!          +                           !!          .  0.   .          !
 2010.1!         * +                          !!          . 0 .   .          !
 2010.2!     *    +                           !!         0.   .   .          !
 2010.3!      *+                              !!          .  0.   .          !
 2010.4!     * +                              !!          . 0 .   .          !
 2011.1!       +  *                           !!          .   .   0          !
 2011.2!        *  +                          !!          .0  .   .          !
 2011.3!     *    +                           !!         0.   .   .          !
 2011.4!      +*                              !!          .   .0  .          !
 2012.1*         +                            !!    0     .   .   .          !
 2012.2! +   *                                !!          .   .   0          !
 2012.3!     * +                              !!          . 0 .   .          !
 2012.4!     *+                               !!          .  0.   .          !


     29.79 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@EQ  1827 LAAJATH C LAJATH(-1) PJATH;SMPL 1966.1 2012.4;OLS;EST 1827 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUTH=AUPX$/THPMM;                                                      
 GENR LAAAUTH=LOG(AAAUTH+.00001);                                             
 GENR LAAUTH=LOG(AAUTH+.00001);                                               
 LHS AAAUTH=EXP(LAAAUTH)-.00001;                                              
  EQ 1828 LAAAUTH C LAAUTH(-1) PAUTH;                                         
EQUATION 1176  LAAAUTH  
   RHS     C  LAAUTH(-1)  PAUTH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1176 PLOT=0;END;                                                     

Equation number = 1176
**********************

Dependent variable = LAAAUTH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.764940583

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.846882639       0.244340391  -3.46600     1.000000
13937 LAAUTH  ( -1)       0.816320406       0.042579463  19.17169    -5.758585
13935 PAUTH   (  0)      -0.221563137       0.173155195  -1.27956     0.980343

SE of equation            =     0.313446460
Sum of squared residuals  =  18.1760064      -0.664712729E-11
Average absolute error    =     0.231753699
Sum of ABS residuals      =  43.5696954    
R squared                 =   0.70560
Durbin-Watson statistic   =   2.39084
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                        +*            !!          .   .0  .          !
 1966.2!                       + *            !!          .   . 0 .          !
 1966.3!                       +            * !!          .   .   .     0    !
 1966.4!                                +     *!          .   .   .0         !
 1967.1!                                * +   !!          .  0.   .          !
 1967.2!                             *+       !!          .  0.   .          !
 1967.3!                       *   +          !!          .0  .   .          !
 1967.4!                      +       *       !!          .   .   .  0       !
 1968.1!                            +    *    !!          .   .   0          !
 1968.2!                              +  *    !!          .   . 0 .          !
 1968.3!                             +       *!!          .   .   . 0        !
 1968.4!                                 + *  !!          .   . 0 .          !
 1969.1!                                +     !!          .   .0  .          !
 1969.2!                             +*       !!          .   .0  .          !
 1969.3!                            +  *      !!          .   .  0.          !
 1969.4!                            +*        !!          .   .0  .          !
 1970.1!                          +   *       !!          .   .  0.          !
 1970.2!                           +  *       !!          .   . 0 .          !
 1970.3!                           +  *       !!          .   . 0 .          !
 1970.4!                  *        +          !!       0  .   .   .          !
 1971.1!                 +           *        !!          .   .   .     0    !
 1971.2!                          +  *        !!          .   .  0.          !
 1971.3!                   *       +          !!        0 .   .   .          !
 1971.4!                  +            *      !!          .   .   .     0    !
 1972.1!                           +*         !!          .   0   .          !
 1972.2!                         +        *   !!          .   .   .  0       !
 1972.3!                            *  +      !!          . 0 .   .          !
 1972.4!                          +       *   !!          .   .   . 0        !
 1973.1!                     *        +       !!       0  .   .   .          !
 1973.2!                   +     *            !!          .   .   .0         !
 1973.3!                     *+               !!          .   0   .          !
 1973.4!                   + *                !!          .   . 0 .          !
 1974.1!                    +   *             !!          .   .  0.          !
 1974.2!                *     +               !!          0   .   .          !
 1974.3!               *+                     !!          .   0   .          !
 1974.4!               + *                    !!          .   . 0 .          !
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 1975.2!        *   +                         !!          .0  .   .          !
 1975.3!        +            *                !!          .   .   .    0     !
 1975.4!                  +                   !!          .   0   .          !
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 1976.2!              + *                     !!          .   .0  .          !
 1976.3!              +       *               !!          .   .   . 0        !
 1976.4!                   +                  !!          .   0   .          !
 1977.1!             *    +                   !!          0   .   .          !
 1977.2!           *+                         !!          .  0.   .          !
 1977.3!          +      *                    !!          .   .   . 0        !
 1977.4!     *          +                     !!     0    .   .   .          !
 1978.1!      +                               !!          .   0   .          !
 1978.2!       +                              !!          .   0   .          !
 1978.3!    *   +                             !!          .0  .   .          !
 1978.4!     +    *                           !!          .   .   0          !
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 1979.3!           +*                         !!          .   .0  .          !
 1979.4!            +  *                      !!          .   . 0 .          !
 1980.1!              +                       !!          .   0   .          !
 1980.2!           *  +                       !!          . 0 .   .          !
 1980.3!        *  +                          !!          .0  .   .          !
 1980.4!         +     *                      !!          .   .   .0         !
 1981.1!               +  *                   !!          .   . 0 .          !
 1981.2!               *  +                   !!          . 0 .   .          !
 1981.3!       *       +                      !!        0 .   .   .          !
 1981.4!   *    +                             !!          0   .   .          !
 1982.1*     +                                !!         0.   .   .          !
 1982.2*  +                                   !!          . 0 .   .          !
 1982.3!  +                                   !!          .   0   .          !
 1982.4!    +*                                !!          .   .0  .          !
 1983.1!       +      *                       !!          .   .   .0         !
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 1984.1!      *       +                       !!        0 .   .   .          !
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 1984.4!           *+                         !!          .  0.   .          !
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 1985.2!            +  *                      !!          .   . 0 .          !
 1985.3!      *         +                     !!      0   .   .   .          !
 1985.4!        +                             !!          .   0   .          !
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 1986.3!     +  *                             !!          .   . 0 .          !
 1986.4!        *+                            !!          .  0.   .          !
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 1987.3!*            +                        !!   0      .   .   .          !
 1987.4!  +*                                  !!          .   .0  .          !
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 1988.3!         +                            !!          .   0   .          !
 1988.4!      *   +                           !!          .0  .   .          !
 1989.1!        + *                           !!          .   . 0 .          !
 1989.2!      *    +                          !!          0   .   .          !
 1989.3!       +                              !!          .   0   .          !
 1989.4!        +  *                          !!          .   . 0 .          !
 1990.1!       *    +                         !!          0   .   .          !
 1990.2!    *   +                             !!          .0  .   .          !
 1990.3!     +          *                     !!          .   .   .    0     !
 1990.4!               +          *           !!          .   .   .   0      !
 1991.1!                       +              !!          .   0   .          !
 1991.2!                    *+                !!          .  0.   .          !
 1991.3!                  +     *             !!          .   .   0          !
 1991.4!                  *   +               !!          .0  .   .          !
 1992.1!                 +*                   !!          .   .0  .          !
 1992.2!            *    +                    !!          0   .   .          !
 1992.3!        *   +                         !!          .0  .   .          !
 1992.4!         +            *               !!          .   .   .     0    !
 1993.1!                    +     *           !!          .   .   .0         !
 1993.2!                        + *           !!          .   . 0 .          !
 1993.3!              *         +             !!      0   .   .   .          !
 1993.4!  *           +                       !!     0    .   .   .          !
 1994.1!*   +                                 !!          .0  .   .          !
 1994.2!   +   *                              !!          .   .  0.          !
 1994.3!      * +                             !!          . 0 .   .          !
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 1995.1!     *+                               !!          .  0.   .          !
 1995.2!      +                               !!          .   0   .          !
 1995.3!       + *                            !!          .   .0  .          !
 1995.4!        *+                            !!          .  0.   .          !
 1996.1!       *+                             !!          .  0.   .          !
 1996.2!        +    *                        !!          .   .   0          !
 1996.3!             +  *                     !!          .   . 0 .          !
 1996.4!           *   +                      !!          .0  .   .          !
 1997.1!     *     +                          !!         0.   .   .          !
 1997.2!      +  *                            !!          .   .  0.          !
 1997.3!          +  *                        !!          .   . 0 .          !
 1997.4!       *     +                        !!          0   .   .          !
 1998.1!        +      *                      !!          .   .   .0         !
 1998.2!          *   +                       !!          .0  .   .          !
 1998.3!          + *                         !!          .   . 0 .          !
 1998.4!         *  +                         !!          . 0 .   .          !
 1999.1!         +                  *         !!          .   .   .          0
 1999.2!               *         +            !!      0   .   .   .          !
 1999.3!              +*                      !!          .   0   .          !
 1999.4!            * +                       !!          . 0 .   .          !
 2000.1!  *         +                         !!      0   .   .   .          !
 2000.2! *  +                                 !!          . 0 .   .          !
 2000.3*    +                                 !!          .0  .   .          !
 2000.4!  +    *                              !!          .   .   0          !
 2001.1!   *    +                             !!          0   .   .          !
 2001.2!     +                                !!          .   0   .          !
 2001.3!     *+                               !!          .  0.   .          !
 2001.4!      +       *                       !!          .   .   . 0        !
 2002.1!*            +                        !!   0      .   .   .          !
 2002.2!  +   *                               !!          .   .  0.          !
 2002.3!    *  +                              !!          . 0 .   .          !
 2002.4!      +                               !!          .   0   .          !
 2003.1!   *   +                              !!          .0  .   .          !
 2003.2!    +   *                             !!          .   .  0.          !
 2003.3!      *  +                            !!          . 0 .   .          !
 2003.4!       +         *                    !!          .   .   .   0      !
 2004.1!           *    +                     !!          .0  .   .          !
 2004.2!    *      +                          !!         0.   .   .          !
 2004.3!     + *                              !!          .   .0  .          !
 2004.4!   *   +                              !!          .0  .   .          !
 2005.1!    +                                 !!          .   0   .          !
 2005.2!   *+                                 !!          .  0.   .          !
 2005.3!    +                                 !!          .   0   .          !
 2005.4!    *+                                !!          .   0   .          !
 2006.1!   * +                                !!          .  0.   .          !
 2006.2!    +  *                              !!          .   . 0 .          !
 2006.3!      *+                              !!          .  0.   .          !
 2006.4!   *  +                               !!          . 0 .   .          !
 2007.1!  * +                                 !!          .  0.   .          !
 2007.2!   +     *                            !!          .   .   .0         !
 2007.3!         +                            !!          .   0   .          !
 2007.4!    *   +                             !!          0   .   .          !
 2008.1!   *+                                 !!          .  0.   .          !
 2008.2!    + *                               !!          .   . 0 .          !
 2008.3!       +                              !!          .   0   .          !
 2008.4!     * +                              !!          .  0.   .          !
 2009.1!      +  *                            !!          .   . 0 .          !
 2009.2!       *+                             !!          .  0.   .          !
 2009.3!    *  +                              !!          . 0 .   .          !
 2009.4!    +                                 !!          .   0   .          !
 2010.1!   * +                                !!          . 0 .   .          !
 2010.2! *  +                                 !!          . 0 .   .          !
 2010.3!   +*                                 !!          .   .0  .          !
 2010.4!     +*                               !!          .   .0  .          !
 2011.1!     * +                              !!          .  0.   .          !
 2011.2!     *+                               !!          .   0   .          !
 2011.3!   *  +                               !!          . 0 .   .          !
 2011.4!     + *                              !!          .   . 0 .          !
 2012.1!     * +                              !!          . 0 .   .          !
 2012.2!    * +                               !!          . 0 .   .          !
 2012.3!   * +                                !!          .  0.   .          !
 2012.4!     +                                !!          .   .0  .          !


     25.00 percent of the residuals exceed 1 SE
      7.45 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRTH=FRPX$/THPMM;                                                      
 GENR LAAFRTH=LOG(AAFRTH+.00001);                                             
 GENR LAFRTH=LOG(AFRTH+.00001);                                               
 LHS AAFRTH=EXP(LAAFRTH)-.00001;                                              
  EQ 1829 LAAFRTH C LAFRTH(-1) PFRTH;                                         
EQUATION 1177  LAAFRTH  
   RHS     C  LAFRTH(-1)  PFRTH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1177 PLOT=0;END;                                                     

Equation number = 1177
**********************

Dependent variable = LAAFRTH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.110344486

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.514994706       0.341259139  -4.43943     1.000000
13940 LAFRTH  ( -1)       0.498182303       0.062595666   7.95873    -4.113953
13938 PFRTH   (  0)      -0.475049779       0.224995669  -2.11137     1.149040

SE of equation            =     0.432925395
Sum of squared residuals  =  34.6735136      -0.206394901E-10
Average absolute error    =     0.336487400
Sum of ABS residuals      =  63.2596313    
R squared                 =   0.28451
Durbin-Watson statistic   =   2.20598
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!        * +                           !!          .  0.   .          !
 1966.2!          +*                          !!          .   0   .          !
 1966.3!       *    +                         !!          .0  .   .          !
 1966.4!      *   +                           !!          . 0 .   .          !
 1967.1!     *    +                           !!          .0  .   .          !
 1967.2!    *     +                           !!          0   .   .          !
 1967.3!  *       +                           !!         0.   .   .          !
 1967.4*         +                            !!        0 .   .   .          !
 1968.1!     * +                              !!          .  0.   .          !
 1968.2!      * +                             !!          . 0 .   .          !
 1968.3!         +     *                      !!          .   .   0          !
 1968.4!             +   *                    !!          .   . 0 .          !
 1969.1!              + *                     !!          .   .0  .          !
 1969.2!              + *                     !!          .   . 0 .          !
 1969.3!               +*                     !!          .   .0  .          !
 1969.4!            *  +                      !!          . 0 .   .          !
 1970.1!             +       *                !!          .   .   .0         !
 1970.2!       *          +                   !!       0  .   .   .          !
 1970.3!           +                          !!          .   0   .          !
 1970.4!           * +                        !!          .  0.   .          !
 1971.1!   *        +                         !!        0 .   .   .          !
 1971.2!       *+                             !!          .  0.   .          !
 1971.3!    *      +                          !!          0   .   .          !
 1971.4!         + *                          !!          .   .0  .          !
 1972.1!    *       +                         !!         0.   .   .          !
 1972.2!         +             *              !!          .   .   .   0      !
 1972.3!                  + *                 !!          .   .0  .          !
 1972.4!                 +        *           !!          .   .   .0         !
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 1973.2!         + *                          !!          .   . 0 .          !
 1973.3!           +*                         !!          .   .0  .          !
 1973.4!    *      +                          !!          0   .   .          !
 1974.1!        + *                           !!          .   .0  .          !
 1974.2!            +   *                     !!          .   .  0.          !
 1974.3!               +         *            !!          .   .   . 0        !
 1974.4!                  +           *       !!          .   .   .  0       !
 1975.1!                     +    *           !!          .   .  0.          !
 1975.2!        *       +                     !!         0.   .   .          !
 1975.3!         + *                          !!          .   .0  .          !
 1975.4!    *   +                             !!          . 0 .   .          !
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 1976.2!     *   +                            !!          . 0 .   .          !
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 1976.4!   *       +                          !!         0.   .   .          !
 1977.1!        +   *                         !!          .   .  0.          !
 1977.2!           +    *                     !!          .   .  0.          !
 1977.3!             + *                      !!          .   .0  .          !
 1977.4!             +                *       !!          .   .   .     0    !
 1978.1!                    +     *           !!          .   .  0.          !
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 1978.4!     *        +                       !!        0 .   .   .          !
 1979.1!        +                   *         !!          .   .   .       0  !
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 1979.3!              +                  *    !!          .   .   .       0  !
 1979.4!             *        +               !!        0 .   .   .          !
 1980.1!         *   +                        !!          . 0 .   .          !
 1980.2!           + *                        !!          .   .0  .          !
 1980.3!         *   +                        !!          . 0 .   .          !
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 1981.1!        *   +                         !!          . 0 .   .          !
 1981.2!            +       *                 !!          .   .   .0         !
 1981.3!                 +            *       !!          .   .   .   0      !
 1981.4!               *      +               !!          0   .   .          !
 1982.1!          *   +                       !!          . 0 .   .          !
 1982.2!            +*                        !!          .   0   .          !
 1982.3!           * +                        !!          . 0 .   .          !
 1982.4!             +     *                  !!          .   .   0          !
 1983.1!              *  +                    !!          . 0 .   .          !
 1983.2!               +  *                   !!          .   . 0 .          !
 1983.3!          *      +                    !!          0   .   .          !
 1983.4!              +*                      !!          .   .0  .          !
 1984.1!                +                     !!          .   0   .          !
 1984.2!                +                     !!          .   0   .          !
 1984.3!           *     +                    !!          .0  .   .          !
 1984.4!               +   *                  !!          .   .  0.          !
 1985.1!                  +   *               !!          .   . 0 .          !
 1985.2!                    + *               !!          .   .0  .          !
 1985.3!                    +                 *!          .   .   .      0   !
 1985.4!                           +        * !!          .   .   .0         !
 1986.1!                          +         * !!          .   .   . 0        !
 1986.2!                          +       *   !!          .   .   .0         !
 1986.3!             *           +            !!       0  .   .   .          !
 1986.4!              +                       *!          .   .   .          0
 1987.1!                     *    +           !!          .0  .   .          !
 1987.2!                  +                   !!          .   0   .          !
 1987.3!             *   +                    !!          . 0 .   .          !
 1987.4!            * +                       !!          .  0.   .          !
 1988.1!             +   *                    !!          .   . 0 .          !
 1988.2!               *+                     !!          .  0.   .          !
 1988.3!              * +                     !!          .  0.   .          !
 1988.4!        *     +                       !!          0   .   .          !
 1989.1!            +*                        !!          .   .0  .          !
 1989.2!               +     *                !!          .   .   0          !
 1989.3!              *   +                   !!          .0  .   .          !
 1989.4!         *    +                       !!          .0  .   .          !
 1990.1!           +       *                  !!          .   .   0          !
 1990.2!                +*                    !!          .   .0  .          !
 1990.3!               +        *             !!          .   .   .0         !
 1990.4!                   +  *               !!          .   . 0 .          !
 1991.1!             *    +                   !!          .0  .   .          !
 1991.2!          *   +                       !!          .0  .   .          !
 1991.3!             + *                      !!          .   .0  .          !
 1991.4!               +   *                  !!          .   .  0.          !
 1992.1!                 + *                  !!          .   .0  .          !
 1992.2!                 +         *          !!          .   .   . 0        !
 1992.3!                 *  +                 !!          . 0 .   .          !
 1992.4!              * +                     !!          .  0.   .          !
 1993.1!               +        *             !!          .   .   . 0        !
 1993.2!           *        +                 !!         0.   .   .          !
 1993.3!              +  *                    !!          .   . 0 .          !
 1993.4!                 +                    !!          .   0   .          !
 1994.1!             *  +                     !!          . 0 .   .          !
 1994.2!            *  +                      !!          .  0.   .          !
 1994.3!              +    *                  !!          .   .  0.          !
 1994.4!                 +     *              !!          .   .  0.          !
 1995.1!                   +          *       !!          .   .   .  0       !
 1995.2!                *      +              !!          0   .   .          !
 1995.3!                +    *                !!          .   .  0.          !
 1995.4!                  +*                  !!          .   0   .          !
 1996.1!          *      +                    !!          0   .   .          !
 1996.2!          *  +                        !!          . 0 .   .          !
 1996.3!            +       *                 !!          .   .   .0         !
 1996.4!          *       +                   !!         0.   .   .          !
 1997.1!       *     +                        !!          .0  .   .          !
 1997.2!            +     *                   !!          .   .   0          !
 1997.3!                 +     *              !!          .   .  0.          !
 1997.4!       *           +                  !!       0  .   .   .          !
 1998.1!           +     *                    !!          .   .   0          !
 1998.2!                +      *              !!          .   .   0          !
 1998.3!                  +           *       !!          .   .   .  0       !
 1998.4!                      +         *     !!          .   .   . 0        !
 1999.1!            *          +              !!       0  .   .   .          !
 1999.2!              + *                     !!          .   .0  .          !
 1999.3!             *  +                     !!          . 0 .   .          !
 1999.4!         *     +                      !!          0   .   .          !
 2000.1!             +  *                     !!          .   . 0 .          !
 2000.2!               *+                     !!          .  0.   .          !
 2000.3!                +*                    !!          .   0   .          !
 2000.4!          *      +                    !!         0.   .   .          !
 2001.1!             +  *                     !!          .   . 0 .          !
 2001.2!                *+                    !!          .  0.   .          !
 2001.3!                +                     !!          .   0   .          !
 2001.4!                +                     !!          .   0   .          !
 2002.1!                + *                   !!          .   .0  .          !
 2002.2!                *+                    !!          .  0.   .          !
 2002.3!           *    +                     !!          .0  .   .          !
 2002.4!          *  +                        !!          . 0 .   .          !
 2003.1!             +                        !!          .   0   .          !
 2003.2!          *   +                       !!          . 0 .   .          !
 2003.3!         *   +                        !!          . 0 .   .          !
 2003.4!         *  +                         !!          . 0 .   .          !
 2004.1!         * +                          !!          .  0.   .          !
 2004.2!         *  +                         !!          . 0 .   .          !
 2004.3!           *+                         !!          .   0   .          !
 2004.4!           * +                        !!          .  0.   .          !
 2005.1!          * +                         !!          .  0.   .          !
 2005.2!            +        *                !!          .   .   . 0        !
 2005.3!                  +                   !!          .   0   .          !
 2005.4!                +     *               !!          .   .  0.          !
 2006.1!       *          +                   !!       0  .   .   .          !
 2006.2!     *     +                          !!          0   .   .          !
 2006.3!   *     +                            !!          0   .   .          !
 2006.4!*       +                             !!         0.   .   .          !
 2007.1!       +                              !!          .   0   .          !
 2007.2!          +                           !!          .   0   .          !
 2007.3!      *     +                         !!          .0  .   .          !
 2007.4!         + *                          !!          .   .0  .          !
 2008.1!        *   +                         !!          .0  .   .          !
 2008.2!      *   +                           !!          . 0 .   .          !
 2008.3!      *   +                           !!          . 0 .   .          !
 2008.4!        * +                           !!          .  0.   .          !
 2009.1!           +                          !!          .   0   .          !
 2009.2!            +  *                      !!          .   . 0 .          !
 2009.3!              +*                      !!          .   .0  .          !
 2009.4!    *         +                       !!        0 .   .   .          !
 2010.1!         +           *                !!          .   .   .   0      !
 2010.2!      *           +                   !!       0  .   .   .          !
 2010.3!         * +                          !!          .  0.   .          !
 2010.4!  *         +                         !!        0 .   .   .          !
 2011.1!  *      +                            !!          0   .   .          !
 2011.2*        +                             !!        0 .   .   .          !
 2011.3!    *  +                              !!          . 0 .   .          !
 2011.4!         +                            !!          .   0   .          !
 2012.1!      *     +                         !!          0   .   .          !
 2012.2!  *        +                          !!        0 .   .   .          !
 2012.3!         +          *                 !!          .   .   .  0       !
 2012.4!                 *+                   !!          .   0   .          !


     30.32 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGETH=GEPX$/THPMM;                                                      
 GENR LAAGETH=LOG(AAGETH+.00001);                                             
 GENR LAGETH=LOG(AGETH+.00001);                                               
 LHS AAGETH=EXP(LAAGETH)-.00001;                                              
  EQ 1830 LAAGETH C LAGETH(-1) PGETH;                                         
EQUATION 1178  LAAGETH  
   RHS     C  LAGETH(-1)  PGETH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1178 PLOT=0;END;                                                     

Equation number = 1178
**********************

Dependent variable = LAAGETH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.928250236

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.076862518       0.068953963  -1.11469     1.000000
13943 LAGETH  ( -1)       0.884231796       0.031705761  27.88868    -2.920747
13941 PGETH   (  0)      -0.274598034       0.096052995  -2.85882     0.978779

SE of equation            =     0.130953063
Sum of squared residuals  =  3.17251035      -0.263566946E-11
Average absolute error    =     0.103609042
Sum of ABS residuals      =  19.4784998    
R squared                 =   0.91321
Durbin-Watson statistic   =   2.57288
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                  * + !!         .  0 .    .         !
 1966.2!                                  +  *!!         .    .    0         !
 1966.3!                                    + !!         .    .0   .         !
 1966.4!                                    +*!!         .    . 0  .         !
 1967.1!                                  * + !!         . 0  .    .         !
 1967.2!                                * +   !!         . 0  .    .         !
 1967.3!                                +     !!         .   0.    .         !
 1967.4!                               *+     !!         .  0 .    .         !
 1968.1!                               +   *  !!         .    .    . 0       !
 1968.2!                                  +   !!         .   0.    .         !
 1968.3!                                  +   !!         .    .0   .         !
 1968.4!                                 + *  !!         .    .  0 .         !
 1969.1!                                  + * !!         .    .  0 .         !
 1969.2!                                   +  *!         .    .    0         !
 1969.3!                                     +!!         .    0    .         !
 1969.4!                                   *+ !!         .   0.    .         !
 1970.1!                                * +   !!         . 0  .    .         !
 1970.2!                                +  *  !!         .    .    .0        !
 1970.3!                                 *+   !!         .   0.    .         !
 1970.4!                               *+     !!         .  0 .    .         !
 1971.1!                             *+       !!         .  0 .    .         !
 1971.2!                            +*        !!         .    .0   .         !
 1971.3!                            +  *      !!         .    .    0         !
 1971.4!                              +   *   !!         .    .    .0        !
 1972.1!                                +*    !!         .    .0   .         !
 1972.2!                               *+     !!         .  0 .    .         !
 1972.3!                              + *     !!         .    .  0 .         !
 1972.4!                              *+      !!         .  0 .    .         !
 1973.1!                          *  +        !!         0    .    .         !
 1973.2!                         + *          !!         .    .  0 .         !
 1973.3!                        +  *          !!         .    .   0.         !
 1973.4!                         +*           !!         .    . 0  .         !
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 1974.2!                              +       !!         .    0    .         !
 1974.3!                           * +        !!         . 0  .    .         !
 1974.4!                          +*          !!         .    .0   .         !
 1975.1!                 *       +            !!0        .    .    .         !
 1975.2!              * +                     !!         .  0 .    .         !
 1975.3!              +*                      !!         .    . 0  .         !
 1975.4!              +   *                   !!         .    .    .0        !
 1976.1!                *+                    !!         .   0.    .         !
 1976.2!               +                      !!         .    0    .         !
 1976.3!              +     *                 !!         .    .    .     0   !
 1976.4!                   +                  !!         .    0    .         !
 1977.1!                 * +                  !!         .0   .    .         !
 1977.2!                +    *                !!         .    .    .   0     !
 1977.3!                    +    *            !!         .    .    .  0      !
 1977.4!                   *   +              !!        0.    .    .         !
 1978.1!                  +  *                !!         .    .   0.         !
 1978.2!                    +                 !!         .   0.    .         !
 1978.3!                    +  *              !!         .    .    .0        !
 1978.4!                      +    *          !!         .    .    .   0     !
 1979.1!                       *  +           !!         0    .    .         !
 1979.2!                       +   *          !!         .    .    . 0       !
 1979.3!                      *   +           !!      0  .    .    .         !
 1979.4!                 *   +                !!        0.    .    .         !
 1980.1!                  +    *              !!         .    .    .   0     !
 1980.2!                      +  *            !!         .    .    0         !
 1980.3!                  *      +            !!  0      .    .    .         !
 1980.4!                  +   *               !!         .    .    . 0       !
 1981.1!                     * +              !!         . 0  .    .         !
 1981.2!                      +               !!         .    0    .         !
 1981.3!                     *+               !!         .   0.    .         !
 1981.4!                 *   +                !!      0  .    .    .         !
 1982.1!                 +        *           !!         .    .    .         0
 1982.2!                  *       +           !!0        .    .    .         !
 1982.3!                  +   *               !!         .    .    . 0       !
 1982.4!                   *  +               !!        0.    .    .         !
 1983.1!                    +                 !!         .    .0   .         !
 1983.2!                     + *              !!         .    .  0 .         !
 1983.3!                     *  +             !!         .0   .    .         !
 1983.4!                    * +               !!         .0   .    .         !
 1984.1!                     +*               !!         .    . 0  .         !
 1984.2!                    *  +              !!         .0   .    .         !
 1984.3!                      +  *            !!         .    .    0         !
 1984.4!                         *+           !!         .   0.    .         !
 1985.1!                          +*          !!         .    . 0  .         !
 1985.2!                            +*        !!         .    . 0  .         !
 1985.3!                              + *     !!         .    .  0 .         !
 1985.4!                               *+     !!         .   0.    .         !
 1986.1!                         *    +       !!     0   .    .    .         !
 1986.2!                         +*           !!         .    0    .         !
 1986.3!                         + *          !!         .    . 0  .         !
 1986.4!                        * +           !!         . 0  .    .         !
 1987.1!                        +  *          !!         .    .    0         !
 1987.2!                          + *         !!         .    .   0.         !
 1987.3!                           + *        !!         .    .  0 .         !
 1987.4!                         *  +         !!         .0   .    .         !
 1988.1!                   *    +             !!     0   .    .    .         !
 1988.2!                    +     *           !!         .    .    .    0    !
 1988.3!                         +            !!         .    0    .         !
 1988.4!                     *   +            !!       0 .    .    .         !
 1989.1!                     + *              !!         .    .  0 .         !
 1989.2!                  *    +              !!       0 .    .    .         !
 1989.3!                   +                  !!         .    .0   .         !
 1989.4!                   + *                !!         .    . 0  .         !
 1990.1!                    +   *             !!         .    .    .0        !
 1990.2!                 *     +              !!   0     .    .    .         !
 1990.3!                 + *                  !!         .    .   0.         !
 1990.4!                  *+                  !!         .  0 .    .         !
 1991.1!                  +  *                !!         .    .    0         !
 1991.2!                     + *              !!         .    .   0.         !
 1991.3!                       + *            !!         .    .  0 .         !
 1991.4!                       *+             !!         .  0 .    .         !
 1992.1!                     * +              !!         . 0  .    .         !
 1992.2!                   *+                 !!         . 0  .    .         !
 1992.3!                  + *                 !!         .    .  0 .         !
 1992.4!                   +*                 !!         .    0    .         !
 1993.1!                   + *                !!         .    . 0  .         !
 1993.2!                    +  *              !!         .    .   0.         !
 1993.3!                    * +               !!         .0   .    .         !
 1993.4!                    +  *              !!         .    .   0.         !
 1994.1!                      +*              !!         .    .0   .         !
 1994.2!                       +  *           !!         .    .    0         !
 1994.3!                         +            !!         .    .0   .         !
 1994.4!                       *+             !!         .  0 .    .         !
 1995.1!                     *+               !!         . 0  .    .         !
 1995.2!                    + *               !!         .    .   0.         !
 1995.3!                      + *             !!         .    .   0.         !
 1995.4!                       + *            !!         .    .   0.         !
 1996.1!                     *  +             !!         0    .    .         !
 1996.2!                     +                !!         .    0    .         !
 1996.3!                    + *               !!         .    .   0.         !
 1996.4!                      +               !!         .    .0   .         !
 1997.1!                   *  +               !!         .0   .    .         !
 1997.2!                   +*                 !!         .    .0   .         !
 1997.3!                    +                 !!         .    .0   .         !
 1997.4!                 *  +                 !!         0    .    .         !
 1998.1!                 +  *                 !!         .    .    0         !
 1998.2!                *   +                 !!        0.    .    .         !
 1998.3!                +                     !!         .    0    .         !
 1998.4!             * +                      !!         .0   .    .         !
 1999.1!             +    *                   !!         .    .    .   0     !
 1999.2!           *      +                   !!  0      .    .    .         !
 1999.3!            +*                        !!         .    .0   .         !
 1999.4!          *   +                       !!        0.    .    .         !
 2000.1!           +  *                       !!         .    .    0         !
 2000.2!            *  +                      !!         0    .    .         !
 2000.3!             +                        !!         .   0.    .         !
 2000.4!              +                       !!         .    0    .         !
 2001.1!              +*                      !!         .    .0   .         !
 2001.2!                + *                   !!         .    .  0 .         !
 2001.3!                 *+                   !!         .   0.    .         !
 2001.4!               * +                    !!         .0   .    .         !
 2002.1!             * +                      !!         0    .    .         !
 2002.2!             + *                      !!         .    .  0 .         !
 2002.3!               +                      !!         .    0    .         !
 2002.4!              *+                      !!         .  0 .    .         !
 2003.1!           *  +                       !!         0    .    .         !
 2003.2!           + *                        !!         .    .  0 .         !
 2003.3!         *   +                        !!        0.    .    .         !
 2003.4!     *   +                            !!       0 .    .    .         !
 2004.1!     +  *                             !!         .    .   0.         !
 2004.2!        +                             !!         .   0.    .         !
 2004.3!        +*                            !!         .    . 0  .         !
 2004.4!      *  +                            !!         0    .    .         !
 2005.1!     *+                               !!         .    0    .         !
 2005.2!   *  +                               !!         0    .    .         !
 2005.3!   +  *                               !!         .    .    0         !
 2005.4!     * +                              !!         . 0  .    .         !
 2006.1!      +*                              !!         .    .0   .         !
 2006.2!    *  +                              !!        0.    .    .         !
 2006.3!    +                                 !!         .    0    .         !
 2006.4!     +                                !!         .    0    .         !
 2007.1!     +*                               !!         .    . 0  .         !
 2007.2!   *  +                               !!        0.    .    .         !
 2007.3!   +  *                               !!         .    .   0.         !
 2007.4!      +*                              !!         .    . 0  .         !
 2008.1!     * +                              !!         . 0  .    .         !
 2008.2!     +                                !!         .   0.    .         !
 2008.3!  *  +                                !!         0    .    .         !
 2008.4!   +                                  !!         .   0.    .         !
 2009.1!   +   *                              !!         .    .    .0        !
 2009.2!     * +                              !!         . 0  .    .         !
 2009.3!    *+                                !!         .  0 .    .         !
 2009.4!  * +                                 !!         .0   .    .         !
 2010.1*   +                                  !!        0.    .    .         !
 2010.2! +  *                                 !!         .    .    0         !
 2010.3!   * +                                !!         .  0 .    .         !
 2010.4!  * +                                 !!         . 0  .    .         !
 2011.1! * +                                  !!         0    .    .         !
 2011.2!  +*                                  !!         .    .  0 .         !
 2011.3!   *+                                 !!         . 0  .    .         !
 2011.4!   *+                                 !!         .   0.    .         !
 2012.1!   *+                                 !!         . 0  .    .         !
 2012.2!    +                                 !!         .    0    .         !
 2012.3!     +  *                             !!         .    .    0         !
 2012.4!      *  +                            !!         0    .    .         !


     29.79 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITTH=ITPX$/THPMM;                                                      
 GENR LAAITTH=LOG(AAITTH+.00001);                                             
 GENR LAITTH=LOG(AITTH+.00001);                                               
 LHS AAITTH=EXP(LAAITTH)-.00001;                                              
  EQ 1831 LAAITTH C LAITTH(-1) PITTH;                                         
EQUATION 1179  LAAITTH  
   RHS     C  LAITTH(-1)  PITTH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1179 PLOT=0;END;                                                     

Equation number = 1179
**********************

Dependent variable = LAAITTH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.014684649

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.953101800       0.146388487  -6.51077     1.000000
13946 LAITTH  ( -1)       0.595409944       0.054346947  10.95572    -4.007495
13944 PITTH   (  0)      -0.782794843       0.121954705  -6.41873     0.862909

SE of equation            =     0.194274873
Sum of squared residuals  =  6.98240438       0.268527423E-10
Average absolute error    =     0.147777804
Sum of ABS residuals      =  27.7822272    
R squared                 =   0.81482
Durbin-Watson statistic   =   2.29687
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                          * +         !!          .0  .   .          !
 1966.2!                         +    *       !!          .   .   . 0        !
 1966.3!                            +*        !!          .   . 0 .          !
 1966.4!                           +  *       !!          .   .  0.          !
 1967.1!                           +          !!          .   0   .          !
 1967.2!                     *     +          !!       0  .   .   .          !
 1967.3!                        +   *         !!          .   .   0          !
 1967.4!                            +*        !!          .   . 0 .          !
 1968.1!                            +       * !!          .   .   .   0      !
 1968.2!                            *  +      !!          .0  .   .          !
 1968.3!                          +     *     !!          .   .   . 0        !
 1968.4!                             +  *     !!          .   .  0.          !
 1969.1!                            +   *     !!          .   .   0          !
 1969.2!                             +*       !!          .   .0  .          !
 1969.3!                           +          !!          .   0   .          !
 1969.4!                     *    +           !!         0.   .   .          !
 1970.1!                       +   *          !!          .   .   .0         !
 1970.2!                          +     *     !!          .   .   .  0       !
 1970.3!                            *+        !!          .   0   .          !
 1970.4!                          + *         !!          .   . 0 .          !
 1971.1!                   *      +           !!      0   .   .   .          !
 1971.2!                    +  *              !!          .   .  0.          !
 1971.3!                  *    +              !!         0.   .   .          !
 1971.4!                    +       *         !!          .   .   .    0     !
 1972.1!                  *       +           !!      0   .   .   .          !
 1972.2!                     +   *            !!          .   .   0          !
 1972.3!                        + *           !!          .   . 0 .          !
 1972.4!                        *+            !!          . 0 .   .          !
 1973.1!                  *     +             !!       0  .   .   .          !
 1973.2!                  +*                  !!          .   0   .          !
 1973.3!                   +    *             !!          .   .   . 0        !
 1973.4!                       +  *           !!          .   .   0          !
 1974.1!                        +   *         !!          .   .   0          !
 1974.2!                        * +           !!          . 0 .   .          !
 1974.3!                       +   *          !!          .   .   .0         !
 1974.4!                        +             !!          .   0   .          !
 1975.1!                     *+               !!          .  0.   .          !
 1975.2!                  +      *            !!          .   .   .  0       !
 1975.3!                     +   *            !!          .   .   0          !
 1975.4!               *   +                  !!          0   .   .          !
 1976.1!                 +*                   !!          .   . 0 .          !
 1976.2!                 +                    !!          .   .0  .          !
 1976.3!                + *                   !!          .   . 0 .          !
 1976.4!                * +                   !!          . 0 .   .          !
 1977.1!                  +                   !!          .   0   .          !
 1977.2!                * +                   !!          . 0 .   .          !
 1977.3!                + *                   !!          .   . 0 .          !
 1977.4!              *   +                   !!          0   .   .          !
 1978.1!                +*                    !!          .   .0  .          !
 1978.2!                  *+                  !!          .  0.   .          !
 1978.3!              *     +                 !!       0  .   .   .          !
 1978.4!                 +        *           !!          .   .   .     0    !
 1979.1!                     *   +            !!          .0  .   .          !
 1979.2!                      +  *            !!          .   .   0          !
 1979.3!                        +             *!          .   .   .          0
 1979.4!                       *       +      !!      0   .   .   .          !
 1980.1!                      +        *      !!          .   .   .    0     !
 1980.2!                          +           !!          .  0.   .          !
 1980.3!                  *    +              !!         0.   .   .          !
 1980.4!                   *+                 !!          .   0   .          !
 1981.1!                   *+                 !!          .  0.   .          !
 1981.2!               *     +                !!        0 .   .   .          !
 1981.3!             *    +                   !!        0 .   .   .          !
 1981.4!               +*                     !!          .   .0  .          !
 1982.1!           *    +                     !!         0.   .   .          !
 1982.2!               +    *                 !!          .   .   . 0        !
 1982.3!                 * +                  !!          .0  .   .          !
 1982.4!                  +  *                !!          .   .  0.          !
 1983.1!                      +           *   !!          .   .   .        0 !
 1983.2!                        *    +        !!        0 .   .   .          !
 1983.3!                        +       *     !!          .   .   .   0      !
 1983.4!                             +        *!          .   .   .     0    !
 1984.1!                    *           +     !!  0       .   .   .          !
 1984.2!                    * +               !!          . 0 .   .          !
 1984.3!                 *    +               !!        0 .   .   .          !
 1984.4!                     +                !!          .   0   .          !
 1985.1!                   *  +               !!          .0  .   .          !
 1985.2!                     *+               !!          . 0 .   .          !
 1985.3!                     * +              !!          . 0 .   .          !
 1985.4!                    *  +              !!          .0  .   .          !
 1986.1!                 *   +                !!         0.   .   .          !
 1986.2!                 * +                  !!          . 0 .   .          !
 1986.3!                  *+                  !!          . 0 .   .          !
 1986.4!                *  +                  !!          .0  .   .          !
 1987.1!                  +    *              !!          .   .   .0         !
 1987.2!                     *+               !!          .  0.   .          !
 1987.3!                    *+                !!          .  0.   .          !
 1987.4!            *       +                 !!     0    .   .   .          !
 1988.1!             * +                      !!          . 0 .   .          !
 1988.2!                 +   *                !!          .   .   0          !
 1988.3!                 *   +                !!         0.   .   .          !
 1988.4!                  +                   !!          .  0.   .          !
 1989.1!                *  +                  !!          .0  .   .          !
 1989.2!                   +    *             !!          .   .   . 0        !
 1989.3!                 *     +              !!        0 .   .   .          !
 1989.4!                  + *                 !!          .   . 0 .          !
 1990.1!                 * +                  !!          . 0 .   .          !
 1990.2!                 *+                   !!          .  0.   .          !
 1990.3!                 + *                  !!          .   . 0 .          !
 1990.4!                  +*                  !!          .   .0  .          !
 1991.1!                  +*                  !!          .   .0  .          !
 1991.2!                  *+                  !!          .  0.   .          !
 1991.3!                 * +                  !!          . 0 .   .          !
 1991.4!                 +   *                !!          .   .   0          !
 1992.1!                  * +                 !!          . 0 .   .          !
 1992.2!                  +*                  !!          .   .0  .          !
 1992.3!                  +*                  !!          .   .0  .          !
 1992.4!                    +   *             !!          .   .   0          !
 1993.1!                       +   *          !!          .   .   .0         !
 1993.2!                         +*           !!          .   .0  .          !
 1993.3!                        +   *         !!          .   .   0          !
 1993.4!                      *   +           !!         0.   .   .          !
 1994.1!                      + *             !!          .   . 0 .          !
 1994.2!                      *+              !!          . 0 .   .          !
 1994.3!                      +*              !!          .   .0  .          !
 1994.4!                       +*             !!          .   .0  .          !
 1995.1!                        +  *          !!          .   .  0.          !
 1995.2!                         *+           !!          .  0.   .          !
 1995.3!                        +  *          !!          .   .  0.          !
 1995.4!                        +*            !!          .   .0  .          !
 1996.1!                       +*             !!          .   .0  .          !
 1996.2!                      +   *           !!          .   .   .0         !
 1996.3!                       +   *          !!          .   .   .0         !
 1996.4!                       +              !!          .  0.   .          !
 1997.1!                   * +                !!          . 0 .   .          !
 1997.2!                 *+                   !!          .  0.   .          !
 1997.3!                  +                   !!          .   .0  .          !
 1997.4!              *   +                   !!          0   .   .          !
 1998.1!           *   +                      !!          0   .   .          !
 1998.2!       *     +                        !!        0 .   .   .          !
 1998.3!         +  *                         !!          .   .  0.          !
 1998.4!    *       +                         !!     0    .   .   .          !
 1999.1!      * +                             !!          . 0 .   .          !
 1999.2!     *    +                           !!         0.   .   .          !
 1999.3!      *  +                            !!          .0  .   .          !
 1999.4!        *  +                          !!          .0  .   .          !
 2000.1!            +                         !!          .   0   .          !
 2000.2!          *   +                       !!          0   .   .          !
 2000.3!         *    +                       !!         0.   .   .          !
 2000.4!           * +                        !!          .0  .   .          !
 2001.1!           * +                        !!          . 0 .   .          !
 2001.2!            * +                       !!          . 0 .   .          !
 2001.3!            * +                       !!          . 0 .   .          !
 2001.4!              + *                     !!          .   .  0.          !
 2002.1!            *   +                     !!          0   .   .          !
 2002.2!            *+                        !!          .  0.   .          !
 2002.3!             +                        !!          .   0   .          !
 2002.4!           * +                        !!          . 0 .   .          !
 2003.1!           +                          !!          .  0.   .          !
 2003.2!          +                           !!          .   0   .          !
 2003.3!        * +                           !!          . 0 .   .          !
 2003.4!        +                             !!          .  0.   .          !
 2004.1!      *+                              !!          . 0 .   .          !
 2004.2!       + *                            !!          .   .  0.          !
 2004.3!        +  *                          !!          .   .  0.          !
 2004.4!         +                            !!          .   0   .          !
 2005.1!     * +                              !!          . 0 .   .          !
 2005.2!      +                               !!          .   .0  .          !
 2005.3!     *+                               !!          . 0 .   .          !
 2005.4!     *+                               !!          .  0.   .          !
 2006.1!     + *                              !!          .   . 0 .          !
 2006.2!    * +                               !!          .0  .   .          !
 2006.3!   *+                                 !!          .   0   .          !
 2006.4!   + *                                !!          .   . 0 .          !
 2007.1!   +  *                               !!          .   .  0.          !
 2007.2!    +                                 !!          .   0   .          !
 2007.3!  +                                   !!          .  0.   .          !
 2007.4!*+                                    !!          .   0   .          !
 2008.1+ *                                    !!          .   . 0 .          !
 2008.2+ *                                    !!          .   . 0 .          !
 2008.3!+   *                                 !!          .   .   0          !
 2008.4!   +   *                              !!          .   .   0          !
 2009.1!   +                                  !!          .   0   .          !
 2009.2! +   *                                !!          .   .   .0         !
 2009.3!  + *                                 !!          .   . 0 .          !
 2009.4! +*                                   !!          .   .0  .          !
 2010.1!*+                                    !!          .  0.   .          !
 2010.2* +                                    !!          . 0 .   .          !
 2010.3*+                                     !!          .  0.   .          !
 2010.4!+*                                    !!          .   .0  .          !
 2011.1!  +                                   !!          .   0   .          !
 2011.2!    +  *                              !!          .   .  0.          !
 2011.3!     * +                              !!          .0  .   .          !
 2011.4!     *+                               !!          . 0 .   .          !
 2012.1!      + *                             !!          .   . 0 .          !
 2012.2!      *  +                            !!          .0  .   .          !
 2012.3!       +                              !!          .   0   .          !
 2012.4!    *   +                             !!          0   .   .          !


     31.38 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNETH=NEPX$/THPMM;                                                      
 GENR LAANETH=LOG(AANETH+.00001);                                             
 GENR LANETH=LOG(ANETH+.00001);                                               
 LHS AANETH=EXP(LAANETH)-.00001;                                              
  EQ 1832 LAANETH C LANETH(-1) PNETH;                                         
EQUATION 1180  LAANETH  
   RHS     C  LANETH(-1)  PNETH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1180 PLOT=0;END;                                                     

Equation number = 1180
**********************

Dependent variable = LAANETH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.522364700

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.066357332       0.210868206  -5.05698     1.000000
13949 LANETH  ( -1)       0.725717759       0.048522366  14.95636    -4.514251
13947 PNETH   (  0)      -0.162875554       0.112993092  -1.44146     1.104739

SE of equation            =     0.195304262
Sum of squared residuals  =  7.05659464      -0.341646711E-10
Average absolute error    =     0.144393069
Sum of ABS residuals      =  27.1458970    
R squared                 =   0.59806
Durbin-Watson statistic   =   2.40470
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                               +      *!          .   .   . 0        !
 1966.2!                                +  *  !!          .   .  0.          !
 1966.3!                             +*       !!          .   .0  .          !
 1966.4!                          +   *       !!          .   .  0.          !
 1967.1!                          +     *     !!          .   .   .0         !
 1967.2!                          *+          !!          .  0.   .          !
 1967.3!                        +*            !!          .   .0  .          !
 1967.4!                      +  *            !!          .   . 0 .          !
 1968.1!                      +      *        !!          .   .   .0         !
 1968.2!                         +     *      !!          .   .   .0         !
 1968.3!                         * +          !!          .  0.   .          !
 1968.4!                      +  *            !!          .   . 0 .          !
 1969.1!                      +    *          !!          .   .   0          !
 1969.2!                        +*            !!          .   .0  .          !
 1969.3!                      +   *           !!          .   .   0          !
 1969.4!                       +     *        !!          .   .   .0         !
 1970.1!                         *+           !!          .  0.   .          !
 1970.2!                     *+               !!          .  0.   .          !
 1970.3!                 * +                  !!          . 0 .   .          !
 1970.4!                +*                    !!          .   .0  .          !
 1971.1!              *  +                    !!          . 0 .   .          !
 1971.2!              + *                     !!          .   .0  .          !
 1971.3!               +                      !!          .   0   .          !
 1971.4!               + *                    !!          .   . 0 .          !
 1972.1!            *   +                     !!          .0  .   .          !
 1972.2!             +    *                   !!          .   .   0          !
 1972.3!             *    +                   !!          0   .   .          !
 1972.4!      *       +                       !!       0  .   .   .          !
 1973.1!         +     *                      !!          .   .   .0         !
 1973.2!            * +                       !!          . 0 .   .          !
 1973.3!           *+                         !!          .  0.   .          !
 1973.4!            +  *                      !!          .   .  0.          !
 1974.1!           *  +                       !!          . 0 .   .          !
 1974.2!            +    *                    !!          .   .   .0         !
 1974.3!           *    +                     !!          0   .   .          !
 1974.4!           +*                         !!          .   .0  .          !
 1975.1!         * +                          !!          . 0 .   .          !
 1975.2!         +     *                      !!          .   .   .0         !
 1975.3!           *  +                       !!          . 0 .   .          !
 1975.4!           +      *                   !!          .   .   . 0        !
 1976.1!    *           +                     !!    0     .   .   .          !
 1976.2*     +                                !!         0.   .   .          !
 1976.3! +                 *                  !!          .   .   .          0
 1976.4!                 +        *           !!          .   .   .   0      !
 1977.1!                  *   +               !!          .0  .   .          !
 1977.2!           *   +                      !!          0   .   .          !
 1977.3!          +*                          !!          .   .0  .          !
 1977.4!         * +                          !!          . 0 .   .          !
 1978.1!         +     *                      !!          .   .   .0         !
 1978.2!            * +                       !!          . 0 .   .          !
 1978.3!            +         *               !!          .   .   .   0      !
 1978.4!                *  +                  !!          . 0 .   .          !
 1979.1!               +        *             !!          .   .   .   0      !
 1979.2!                 *   +                !!          0   .   .          !
 1979.3!               *+                     !!          .  0.   .          !
 1979.4!         *    +                       !!          0   .   .          !
 1980.1!          +*                          !!          .   .0  .          !
 1980.2!           +    *                     !!          .   .  0.          !
 1980.3!              *+                      !!          .   0   .          !
 1980.4!          *   +                       !!          0   .   .          !
 1981.1!          +     *                     !!          .   .   .0         !
 1981.2!               +                      !!          .   0   .          !
 1981.3!              *+                      !!          .  0.   .          !
 1981.4!           * +                        !!          .  0.   .          !
 1982.1!           +    *                     !!          .   .   0          !
 1982.2!               +     *                !!          .   .   .0         !
 1982.3!               *   +                  !!          .0  .   .          !
 1982.4!               +      *               !!          .   .   . 0        !
 1983.1!            *       +                 !!        0 .   .   .          !
 1983.2!        *    +                        !!          0   .   .          !
 1983.3!          +  *                        !!          .   . 0 .          !
 1983.4!            *+                        !!          .  0.   .          !
 1984.1!         *   +                        !!          .0  .   .          !
 1984.2!          +               *           !!          .   .   .         0!
 1984.3!              *        +              !!      0   .   .   .          !
 1984.4!              +           *           !!          .   .   .     0    !
 1985.1!                    *  +              !!          . 0 .   .          !
 1985.2!                *  +                  !!          .0  .   .          !
 1985.3!               *+                     !!          .   0   .          !
 1985.4!       *       +                      !!       0  .   .   .          !
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 1986.2!            *  +                      !!          . 0 .   .          !
 1986.3!             +        *               !!          .   .   .   0      !
 1986.4!                    +   *             !!          .   .   0          !
 1987.1!                      +   *           !!          .   .   0          !
 1987.2!                       +    *         !!          .   .   0          !
 1987.3!                   *    +             !!         0.   .   .          !
 1987.4!               * +                    !!          . 0 .   .          !
 1988.1!               +                      !!          .   0   .          !
 1988.2!          *    +                      !!          0   .   .          !
 1988.3!           +  *                       !!          .   .  0.          !
 1988.4!              +*                      !!          .   0   .          !
 1989.1!             * +                      !!          . 0 .   .          !
 1989.2!            *+                        !!          .  0.   .          !
 1989.3!             +*                       !!          .   .0  .          !
 1989.4!           *  +                       !!          .0  .   .          !
 1990.1!         *  +                         !!          . 0 .   .          !
 1990.2!     *     +                          !!         0.   .   .          !
 1990.3!       + *                            !!          .   .0  .          !
 1990.4!    *     +                           !!         0.   .   .          !
 1991.1!       +                              !!          .   0   .          !
 1991.2!        *+                            !!          .  0.   .          !
 1991.3!          +     *                     !!          .   .   .0         !
 1991.4!            *   +                     !!          .0  .   .          !
 1992.1!             +                        !!          .   0   .          !
 1992.2!             +  *                     !!          .   .  0.          !
 1992.3!           *    +                     !!          0   .   .          !
 1992.4!            +                         !!          .   .0  .          !
 1993.1!            *+                        !!          .  0.   .          !
 1993.2!         *   +                        !!          .0  .   .          !
 1993.3!           +  *                       !!          .   .  0.          !
 1993.4!             *+                       !!          .  0.   .          !
 1994.1!              + *                     !!          .   . 0 .          !
 1994.2!              * +                     !!          .  0.   .          !
 1994.3!              *+                      !!          .   0   .          !
 1994.4!               +  *                   !!          .   .  0.          !
 1995.1!               * +                    !!          . 0 .   .          !
 1995.2!           *   +                      !!          .0  .   .          !
 1995.3!            +*                        !!          .   .0  .          !
 1995.4!           * +                        !!          . 0 .   .          !
 1996.1!            +                         !!          .   .0  .          !
 1996.2!           * +                        !!          . 0 .   .          !
 1996.3!            +                         !!          .   0   .          !
 1996.4!            *+                        !!          .  0.   .          !
 1997.1!             +*                       !!          .   .0  .          !
 1997.2!              +*                      !!          .   .0  .          !
 1997.3!               +                      !!          .   0   .          !
 1997.4!            *  +                      !!          . 0 .   .          !
 1998.1!             +  *                     !!          .   .  0.          !
 1998.2!             *  +                     !!          . 0 .   .          !
 1998.3!              +                       !!          .   0   .          !
 1998.4!          *   +                       !!          .0  .   .          !
 1999.1!           +    *                     !!          .   .   0          !
 1999.2!                +                     !!          .   0   .          !
 1999.3!                +                     !!          .   0   .          !
 1999.4!               *+                     !!          .  0.   .          !
 2000.1!               + *                    !!          .   .0  .          !
 2000.2!                *+                    !!          .   0   .          !
 2000.3!                +                     !!          .   0   .          !
 2000.4!                +*                    !!          .   .0  .          !
 2001.1!                 +                    !!          .   .0  .          !
 2001.2!                 +                    !!          .   0   .          !
 2001.3!                 +                    !!          .   0   .          !
 2001.4!                 +                    !!          .   0   .          !
 2002.1!             *   +                    !!          .0  .   .          !
 2002.2!              +  *                    !!          .   . 0 .          !
 2002.3!              * +                     !!          . 0 .   .          !
 2002.4!              + *                     !!          .   . 0 .          !
 2003.1!               *+                     !!          .  0.   .          !
 2003.2!               +*                     !!          .   .0  .          !
 2003.3!              *+                      !!          .  0.   .          !
 2003.4!            * +                       !!          .  0.   .          !
 2004.1!          *  +                        !!          .0  .   .          !
 2004.2!           +                          !!          .   0   .          !
 2004.3!            +*                        !!          .   .0  .          !
 2004.4!          *  +                        !!          .0  .   .          !
 2005.1!         * +                          !!          . 0 .   .          !
 2005.2!         *+                           !!          .  0.   .          !
 2005.3!          +                           !!          .   0   .          !
 2005.4!          *+                          !!          .  0.   .          !
 2006.1!           + *                        !!          .   .0  .          !
 2006.2!       *     +                        !!         0.   .   .          !
 2006.3!         +*                           !!          .   .0  .          !
 2006.4!         * +                          !!          . 0 .   .          !
 2007.1!         *+                           !!          .   0   .          !
 2007.2!        * +                           !!          . 0 .   .          !
 2007.3!         +                            !!          .   0   .          !
 2007.4!          +*                          !!          .   .0  .          !
 2008.1!          *+                          !!          .  0.   .          !
 2008.2!       *  +                           !!          .0  .   .          !
 2008.3!   *    +                             !!          0   .   .          !
 2008.4!     *+                               !!          .  0.   .          !
 2009.1!       + *                            !!          .   . 0 .          !
 2009.2!          + *                         !!          .   . 0 .          !
 2009.3!            +*                        !!          .   .0  .          !
 2009.4!          *  +                        !!          . 0 .   .          !
 2010.1!    *      +                          !!        0 .   .   .          !
 2010.2!     * +                              !!          .  0.   .          !
 2010.3!    *   +                             !!          0   .   .          !
 2010.4!      +                               !!          .   0   .          !
 2011.1!    *   +                             !!          .0  .   .          !
 2011.2!   *   +                              !!          .0  .   .          !
 2011.3!   *  +                               !!          . 0 .   .          !
 2011.4!     *+                               !!          .  0.   .          !
 2012.1!      *+                              !!          .  0.   .          !
 2012.2!      * +                             !!          . 0 .   .          !
 2012.3!    *   +                             !!          0   .   .          !
 2012.4!     *+                               !!          . 0 .   .          !


     25.53 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTTH=STPX$/THPMM;                                                      
 GENR LAASTTH=LOG(AASTTH+.00001);                                             
 GENR LASTTH=LOG(ASTTH+.00001);                                               
 LHS AASTTH=EXP(LAASTTH)-.00001;                                              
  EQ 1833 LAASTTH C LASTTH(-1) PSTTH;                                         
EQUATION 1181  LAASTTH  
   RHS     C  LASTTH(-1)  PSTTH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1181 PLOT=0;END;                                                     

Equation number = 1181
**********************

Dependent variable = LAASTTH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.282360412

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.958357169       0.152822444  -6.27105     1.000000
13952 LASTTH  ( -1)       0.650595974       0.052432502  12.40826    -4.274092
13950 PSTTH   (  0)      -0.611414554       0.100078988  -6.10932     0.888588

SE of equation            =     0.157722659
Sum of squared residuals  =  4.60214088      -0.380584453E-11
Average absolute error    =     0.119411923
Sum of ABS residuals      =  22.4494415    
R squared                 =   0.88261
Durbin-Watson statistic   =   2.48195
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                             *   +    !!         0    .    .         !
 1966.2!                              + *     !!         .    .  0 .         !
 1966.3!                                +*    !!         .    .0   .         !
 1966.4!                                *+    !!         .   0.    .         !
 1967.1!                             *  +     !!         . 0  .    .         !
 1967.2!                             * +      !!         .  0 .    .         !
 1967.3!                             * +      !!         . 0  .    .         !
 1967.4!                            *  +      !!         .0   .    .         !
 1968.1!                              +*      !!         .    .0   .         !
 1968.2!                              *+      !!         .   0.    .         !
 1968.3!                             * +      !!         .  0 .    .         !
 1968.4!                              +     * !!         .    .    .   0     !
 1969.1!                              *   +   !!        0.    .    .         !
 1969.2!                              +  *    !!         .    .  0 .         !
 1969.3!                             *  +     !!         .0   .    .         !
 1969.4!                   *          +       !0         .    .    .         !
 1970.1!                       +          *   !!         .    .    .        0!
 1970.2!                                 +   *!!         .    .    0         !
 1970.3!                                   +* !!         .    .0   .         !
 1970.4!                                 *+   !!         .  0 .    .         !
 1971.1!                                +*    !!         .    . 0  .         !
 1971.2!                                +   * !!         .    .    0         !
 1971.3!                                 +    !!         .    0    .         !
 1971.4!                                +   * !!         .    .    .0        !
 1972.1!                                  +*  !!         .    . 0  .         !
 1972.2!                                 +    !!         .    0    .         !
 1972.3!                                +   * !!         .    .    .0        !
 1972.4!                                  +   *!         .    .    .0        !
 1973.1!                          *        +  !!  0      .    .    .         !
 1973.2!                        + *           !!         .    .  0 .         !
 1973.3!                        +   *         !!         .    .    0         !
 1973.4!                          +           !!         .   0.    .         !
 1974.1!                         +*           !!         .    .0   .         !
 1974.2!                  *        +          !!  0      .    .    .         !
 1974.3!                     + *              !!         .    .  0 .         !
 1974.4!                     * +              !!         . 0  .    .         !
 1975.1!                     +  *             !!         .    .   0.         !
 1975.2!                   * +                !!         . 0  .    .         !
 1975.3!                   +  *               !!         .    .    0         !
 1975.4!                   *+                 !!         .    0    .         !
 1976.1!            *      +                  !!     0   .    .    .         !
 1976.2!            +                         !!         .    0    .         !
 1976.3!             +  *                     !!         .    .   0.         !
 1976.4!           *     +                    !!      0  .    .    .         !
 1977.1!               +*                     !!         .    .0   .         !
 1977.2!             *   +                    !!        0.    .    .         !
 1977.3!              *+                      !!         .   0.    .         !
 1977.4!             * +                      !!         . 0  .    .         !
 1978.1!            * +                       !!         .  0 .    .         !
 1978.2!               +*                     !!         .    .0   .         !
 1978.3!            *   +                     !!        0.    .    .         !
 1978.4!           * +                        !!         . 0  .    .         !
 1979.1!          *   +                       !!         0    .    .         !
 1979.2!              +                       !!         .    0    .         !
 1979.3!              * +                     !!         .  0 .    .         !
 1979.4!                + *                   !!         .    . 0  .         !
 1980.1!             *     +                  !!     0   .    .    .         !
 1980.2!                +    *                !!         .    .    . 0       !
 1980.3!               *     +                !!      0  .    .    .         !
 1980.4!               *  +                   !!         . 0  .    .         !
 1981.1!                   +*                 !!         .    . 0  .         !
 1981.2!                 *    +               !!      0  .    .    .         !
 1981.3!                   +*                 !!         .    .0   .         !
 1981.4!                    +                 !!         .    .0   .         !
 1982.1!                   *+                 !!         .   0.    .         !
 1982.2!                *   +                 !!         0    .    .         !
 1982.3!                  +*                  !!         .    .0   .         !
 1982.4!                   *+                 !!         .  0 .    .         !
 1983.1!                 *   +                !!         0    .    .         !
 1983.2!                   +*                 !!         .    .0   .         !
 1983.3!                      +   *           !!         .    .    0         !
 1983.4!                  *       +           !!   0     .    .    .         !
 1984.1!                    +     *           !!         .    .    .  0      !
 1984.2!                       *  +           !!         .0   .    .         !
 1984.3!                         + *          !!         .    .  0 .         !
 1984.4!                          * +         !!         . 0  .    .         !
 1985.1!                           +   *      !!         .    .    .0        !
 1985.2!                               +  *   !!         .    .   0.         !
 1985.3!                              * +     !!         .  0 .    .         !
 1985.4!                            *+        !!         .   0.    .         !
 1986.1!                           +*         !!         .    .0   .         !
 1986.2!                          +   *       !!         .    .    0         !
 1986.3!                           +*         !!         .    . 0  .         !
 1986.4!                       * +            !!         . 0  .    .         !
 1987.1!                      +  *            !!         .    .   0.         !
 1987.2!                       +*             !!         .    0    .         !
 1987.3!                      +*              !!         .    .0   .         !
 1987.4!                    * +               !!         .  0 .    .         !
 1988.1!                    +       *         !!         .    .    .      0  !
 1988.2!                         +   *        !!         .    .   0.         !
 1988.3!                        * +           !!         .  0 .    .         !
 1988.4!                       +      *       !!         .    .    .    0    !
 1989.1!                      *    +          !!        0.    .    .         !
 1989.2!                       +              !!         .    0    .         !
 1989.3!                      +  *            !!         .    .   0.         !
 1989.4!                       + *            !!         .    . 0  .         !
 1990.1!                       +              !!         .    0    .         !
 1990.2!                     +*               !!         .    . 0  .         !
 1990.3!                    +   *             !!         .    .    .0        !
 1990.4!                      +*              !!         .    . 0  .         !
 1991.1!                     +                !!         .    0    .         !
 1991.2!                     +  *             !!         .    .    0         !
 1991.3!                      *+              !!         .    0    .         !
 1991.4!                     +         *      !!         .    .    .        0!
 1992.1!                           +*         !!         .    .0   .         !
 1992.2!                       * +            !!         . 0  .    .         !
 1992.3!                     +   *            !!         .    .    .0        !
 1992.4!                     * +              !!         .  0 .    .         !
 1993.1!                     +  *             !!         .    .    0         !
 1993.2!                      *+              !!         .   0.    .         !
 1993.3!                     +    *           !!         .    .    .0        !
 1993.4!                     * +              !!         . 0  .    .         !
 1994.1!                    +     *           !!         .    .    .  0      !
 1994.2!                       *+             !!         .   0.    .         !
 1994.3!                     + *              !!         .    .  0 .         !
 1994.4!                    *+                !!         .   0.    .         !
 1995.1!                    +                 !!         .    .0   .         !
 1995.2!                   +                  !!         .    .0   .         !
 1995.3!                  + *                 !!         .    .  0 .         !
 1995.4!            *      +                  !!     0   .    .    .         !
 1996.1!              +*                      !!         .    . 0  .         !
 1996.2!               +  *                   !!         .    .   0.         !
 1996.3!                 +  *                 !!         .    .   0.         !
 1996.4!                 * +                  !!         . 0  .    .         !
 1997.1!                 +                    !!         .    0    .         !
 1997.2!                 +                    !!         .    0    .         !
 1997.3!                 +*                   !!         .    .0   .         !
 1997.4!                 +  *                 !!         .    .  0 .         !
 1998.1!                  +*                  !!         .    .0   .         !
 1998.2!              *   +                   !!         0    .    .         !
 1998.3!              +                       !!         .   0.    .         !
 1998.4!          *  +                        !!         .0   .    .         !
 1999.1!           + *                        !!         .    .  0 .         !
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 1999.3!             +                        !!         .   0.    .         !
 1999.4!             *+                       !!         .  0 .    .         !
 2000.1!          *    +                      !!       0 .    .    .         !
 2000.2!         *  +                         !!         .0   .    .         !
 2000.3!             + *                      !!         .    .   0.         !
 2000.4!               *+                     !!         .   0.    .         !
 2001.1!                +                     !!         .    .0   .         !
 2001.2!            *   +                     !!       0 .    .    .         !
 2001.3!             +*                       !!         .    . 0  .         !
 2001.4!           *  +                       !!         .0   .    .         !
 2002.1!            +  *                      !!         .    .  0 .         !
 2002.2!              +                       !!         .    0    .         !
 2002.3!              +*                      !!         .    .0   .         !
 2002.4!             *+                       !!         .   0.    .         !
 2003.1!           *+                         !!         .   0.    .         !
 2003.2!           +  *                       !!         .    .    0         !
 2003.3!            *+                        !!         .   0.    .         !
 2003.4!       *   +                          !!         0    .    .         !
 2004.1!        + *                           !!         .    .  0 .         !
 2004.2!         +   *                        !!         .    .   0.         !
 2004.3!       *   +                          !!         0    .    .         !
 2004.4! *     +                              !!      0  .    .    .         !
 2005.1!   + *                                !!         .    .  0 .         !
 2005.2!    * +                               !!         .  0 .    .         !
 2005.3!      + *                             !!         .    .  0 .         !
 2005.4!         +                            !!         .    0    .         !
 2006.1!     *   +                            !!         0    .    .         !
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 2006.3!       +  *                           !!         .    .  0 .         !
 2006.4!      *  +                            !!         .0   .    .         !
 2007.1!  *   +                               !!         0    .    .         !
 2007.2!    +    *                            !!         .    .    .0        !
 2007.3!       *+                             !!         .  0 .    .         !
 2007.4!   *   +                              !!         0    .    .         !
 2008.1!   +*                                 !!         .    . 0  .         !
 2008.2!   +*                                 !!         .    .0   .         !
 2008.3!    *+                                !!         .   0.    .         !
 2008.4!     + *                              !!         .    . 0  .         !
 2009.1!    +  *                              !!         .    .  0 .         !
 2009.2!  * +                                 !!         .  0 .    .         !
 2009.3! +*                                   !!         .    . 0  .         !
 2009.4! +*                                   !!         .    0    .         !
 2010.1!*+                                    !!         .   0.    .         !
 2010.2* +                                    !!         . 0  .    .         !
 2010.3!+ *                                   !!         .    .  0 .         !
 2010.4!  +*                                  !!         .    . 0  .         !
 2011.1! * +                                  !!         . 0  .    .         !
 2011.2*+                                     !!         .  0 .    .         !
 2011.3+                                      !!         .    0    .         !
 2011.4!+    *                                !!         .    .    .0        !
 2012.1!  *+                                  !!         .   0.    .         !
 2012.2!* +                                   !!         . 0  .    .         !
 2012.3!+*                                    !!         .    .0   .         !
 2012.4* +                                    !!         .  0 .    .         !


     28.19 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKTH=UKPX$/THPMM;                                                      
 GENR LAAUKTH=LOG(AAUKTH+.00001);                                             
 GENR LAUKTH=LOG(AUKTH+.00001);                                               
 LHS AAUKTH=EXP(LAAUKTH)-.00001;                                              
  EQ 1834 LAAUKTH C LAUKTH(-1) PUKTH;                                         
EQUATION 1182  LAAUKTH  
   RHS     C  LAUKTH(-1)  PUKTH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1182 PLOT=0;END;                                                     

Equation number = 1182
**********************

Dependent variable = LAAUKTH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.487483413

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.064965832       0.098213896   0.66147     1.000000
13955 LAUKTH  ( -1)       0.862108252       0.036339181  23.72393    -3.474778
13953 PUKTH   (  0)      -0.580349964       0.183799345  -3.15752     0.959447

SE of equation            =     0.173877385
Sum of squared residuals  =  5.59316881      -0.905542308E-11
Average absolute error    =     0.128431237
Sum of ABS residuals      =  24.1450726    
R squared                 =   0.92900
Durbin-Watson statistic   =   2.80497
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                    + !!          .   0   .          !
 1966.2!                                 *+   !!          . 0 .   .          !
 1966.3!                                +  *  !!          .   .   0          !
 1966.4!                                  +   *!          .   .   . 0        !
 1967.1!                               *    + !!      0   .   .   .          !
 1967.2!                               +      !!          .  0.   .          !
 1967.3!                               +      !!          .   .0  .          !
 1967.4!                               *+     !!          .  0.   .          !
 1968.1!                                +*    !!          .   .0  .          !
 1968.2!                                +*    !!          .   . 0 .          !
 1968.3!                                +*    !!          .   .0  .          !
 1968.4!                                +   * !!          .   .   .0         !
 1969.1!                                  *+  !!          .  0.   .          !
 1969.2!                                 *+   !!          .  0.   .          !
 1969.3!                                 + *  !!          .   .   0          !
 1969.4!                                  + * !!          .   . 0 .          !
 1970.1!                                 * +  !!          .0  .   .          !
 1970.2!                                +   * !!          .   .   .0         !
 1970.3!                                 * +  !!          .0  .   .          !
 1970.4!                                +  *  !!          .   .   .0         !
 1971.1!                                  +   !!          .   0   .          !
 1971.2!                                 +  * !!          .   .   0          !
 1971.3!                                  +   !!          .   0   .          !
 1971.4!                                 +    !!          .   0   .          !
 1972.1!                                +*    !!          .   . 0 .          !
 1972.2!                                +     !!          .  0.   .          !
 1972.3!                           *   +      !!        0 .   .   .          !
 1972.4!                            +  *      !!          .   .   .0         !
 1973.1!                            *  +      !!          0   .   .          !
 1973.2!                           + *        !!          .   . 0 .          !
 1973.3!                            +         !!          .   0   .          !
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 1974.1!                            + *       !!          .   .  0.          !
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 1974.3!                             + *      !!          .   .   0          !
 1974.4!                          *    +      !!      0   .   .   .          !
 1975.1!                         +            !!          .   .0  .          !
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 1975.3!                         + *          !!          .   . 0 .          !
 1975.4!                         +*           !!          .   . 0 .          !
 1976.1!                         +            !!          .   0   .          !
 1976.2!                     *  +             !!          0   .   .          !
 1976.3!                    +   *             !!          .   .   .0         !
 1976.4!                        + *           !!          .   . 0 .          !
 1977.1!                      *  +            !!          0   .   .          !
 1977.2!                      +   *           !!          .   .   . 0        !
 1977.3!                        *+            !!          . 0 .   .          !
 1977.4!                       +*             !!          .   .0  .          !
 1978.1!                      + *             !!          .   . 0 .          !
 1978.2!                        +             !!          .   .0  .          !
 1978.3!                       *+             !!          .  0.   .          !
 1978.4!                       +*             !!          .   . 0 .          !
 1979.1!                     *  +             !!         0.   .   .          !
 1979.2!                     +   *            !!          .   .   . 0        !
 1979.3!                      *  +            !!          0   .   .          !
 1979.4!                     +                !!          .   0   .          !
 1980.1!                  * +                 !!          . 0 .   .          !
 1980.2!                +*                    !!          .   .0  .          !
 1980.3!               +   *                  !!          .   .   .0         !
 1980.4!                 +*                   !!          .   .0  .          !
 1981.1!                +                     !!          .   0   .          !
 1981.2!             * +                      !!          .0  .   .          !
 1981.3!            *+                        !!          . 0 .   .          !
 1981.4!           +  *                       !!          .   .   .0         !
 1982.1!            +   *                     !!          .   .   .  0       !
 1982.2!               +*                     !!          .   .0  .          !
 1982.3!              +   *                   !!          .   .   . 0        !
 1982.4!               * +                    !!          .0  .   .          !
 1983.1!               +*                     !!          .   .0  .          !
 1983.2!                +                     !!          .   .0  .          !
 1983.3!                +                     !!          .  0.   .          !
 1983.4!               *+                     !!          .  0.   .          !
 1984.1!               + *                    !!          .   .  0.          !
 1984.2!               *  +                   !!          0   .   .          !
 1984.3!               *+                     !!          . 0 .   .          !
 1984.4!                + *                   !!          .   . 0 .          !
 1985.1!                  +*                  !!          .   .0  .          !
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 1985.3!                  *  +                !!        0 .   .   .          !
 1985.4!                  +*                  !!          .   . 0 .          !
 1986.1!                    +                 !!          .   .0  .          !
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 1986.3!                   *   +              !!        0 .   .   .          !
 1986.4!                    +*                !!          .   . 0 .          !
 1987.1!                     +*               !!          .   .0  .          !
 1987.2!                     *+               !!          .  0.   .          !
 1987.3!                    *+                !!          .  0.   .          !
 1987.4!                  * +                 !!          . 0 .   .          !
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 1988.2!                 * +                  !!          . 0 .   .          !
 1988.3!                  + *                 !!          .   .  0.          !
 1988.4!                    +*                !!          .   .  0.          !
 1989.1!                     +                !!          .  0.   .          !
 1989.2!                     +*               !!          .   . 0 .          !
 1989.3!                     *+               !!          . 0 .   .          !
 1989.4!                     +*               !!          .   . 0 .          !
 1990.1!                    * +               !!          . 0 .   .          !
 1990.2!               *    +                 !!      0   .   .   .          !
 1990.3!               +*                     !!          .   . 0 .          !
 1990.4!                +                     !!          .   0   .          !
 1991.1!                +                     !!          .  0.   .          !
 1991.2!                +  *                  !!          .   .   0          !
 1991.3!                *  +                  !!         0.   .   .          !
 1991.4!                +  *                  !!          .   .   0          !
 1992.1!                  +*                  !!          .   .0  .          !
 1992.2!             *     +                  !!      0   .   .   .          !
 1992.3!             + *                      !!          .   . 0 .          !
 1992.4!                +*                    !!          .   .0  .          !
 1993.1!                 +                    !!          .   0   .          !
 1993.2!                 + *                  !!          .   . 0 .          !
 1993.3!                *  +                  !!          0   .   .          !
 1993.4!                 +*                   !!          .   .0  .          !
 1994.1!                * +                   !!          . 0 .   .          !
 1994.2!                 +*                   !!          .   .0  .          !
 1994.3!                * +                   !!          . 0 .   .          !
 1994.4!                *+                    !!          .  0.   .          !
 1995.1!              *  +                    !!          .0  .   .          !
 1995.2!             * +                      !!          . 0 .   .          !
 1995.3!              + *                     !!          .   . 0 .          !
 1995.4!               *+                     !!          . 0 .   .          !
 1996.1!               +*                     !!          .   .0  .          !
 1996.2!                +                     !!          .  0.   .          !
 1996.3!                +*                    !!          .   .0  .          !
 1996.4!               *+                     !!          .  0.   .          !
 1997.1!               +*                     !!          .   . 0 .          !
 1997.2!                +*                    !!          .   .0  .          !
 1997.3!               *+                     !!          .  0.   .          !
 1997.4!              +                       !!          .   0   .          !
 1998.1!           * +                        !!          .0  .   .          !
 1998.2!         * +                          !!          .0  .   .          !
 1998.3!        +*                            !!          .   .0  .          !
 1998.4!       * +                            !!          .0  .   .          !
 1999.1!       +  *                           !!          .   .   0          !
 1999.2!         *+                           !!          .  0.   .          !
 1999.3!         +   *                        !!          .   .   .0         !
 1999.4!          *  +                        !!         0.   .   .          !
 2000.1!          +  *                        !!          .   .   .0         !
 2000.2!           * +                        !!          .0  .   .          !
 2000.3!        *   +                         !!        0 .   .   .          !
 2000.4!        *+                            !!          .  0.   .          !
 2001.1!         +*                           !!          .   . 0 .          !
 2001.2!          *+                          !!          . 0 .   .          !
 2001.3!          +*                          !!          .   .0  .          !
 2001.4!           +                          !!          .  0.   .          !
 2002.1!         * +                          !!          .0  .   .          !
 2002.2!         +                            !!          .   0   .          !
 2002.3!       *  +                           !!          0   .   .          !
 2002.4!       +*                             !!          .   . 0 .          !
 2003.1!       * +                            !!          .0  .   .          !
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 2003.3!        +                             !!          .   0   .          !
 2003.4!        +                             !!          .   0   .          !
 2004.1!      * +                             !!          . 0 .   .          !
 2004.2!      +                               !!          .   0   .          !
 2004.3!      +*                              !!          .   .0  .          !
 2004.4!      +*                              !!          .   . 0 .          !
 2005.1!    *  +                              !!          0   .   .          !
 2005.2!    +                                 !!          .   0   .          !
 2005.3!    +                                 !!          .  0.   .          !
 2005.4!   *+                                 !!          .  0.   .          !
 2006.1!   *+                                 !!          . 0 .   .          !
 2006.2! * +                                  !!          0   .   .          !
 2006.3! + *                                  !!          .   .  0.          !
 2006.4! * +                                  !!          .0  .   .          !
 2007.1! + *                                  !!          .   . 0 .          !
 2007.2!  *+                                  !!          . 0 .   .          !
 2007.3! *+                                   !!          .  0.   .          !
 2007.4! +                                    !!          .  0.   .          !
 2008.1! +*                                   !!          .   .0  .          !
 2008.2!  +    *                              !!          .   .   .  0       !
 2008.3!      +  *                            !!          .   .  0.          !
 2008.4!         +   *                        !!          .   .   . 0        !
 2009.1!     *       +                        !!  0       .   .   .          !
 2009.2!      +*                              !!          .   .0  .          !
 2009.3!     * +                              !!          . 0 .   .          !
 2009.4!      + *                             !!          .   .  0.          !
 2010.1!        +     *                       !!          .   .   .    0     !
 2010.2!    *         +                       !0          .   .   .          !
 2010.3!     +  *                             !!          .   .   0          !
 2010.4!  *     +                             !!     0    .   .   .          !
 2011.1!    +      *                          !!          .   .   .      0   !
 2011.2!        *  +                          !!         0.   .   .          !
 2011.3!        + *                           !!          .   .  0.          !
 2011.4!          +                           !!          .   0   .          !
 2012.1!    *     +                           !!      0   .   .   .          !
 2012.2!     +  *                             !!          .   .   .0         !
 2012.3*         +                            !!0         .   .   .          !
 2012.4! +*                                   !!          .   . 0 .          !


     26.60 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFITH=FIPX$/THPMM;                                                      
 GENR LAAFITH=LOG(AAFITH+.00001);                                             
 GENR LAFITH=LOG(AFITH+.00001);                                               
 LHS AAFITH=EXP(LAAFITH)-.00001;                                              
  EQ 1835 LAAFITH C LAFITH(-1) PFITH;                                         
EQUATION 1183  LAAFITH  
   RHS     C  LAFITH(-1)  PFITH  
 SMPL 1977.2 2012.4;                                                          
Sample period is now  1977.2 to  2012.4 Internally:   102 to   244
 OLS;EST 1183 PLOT=0;END;                                                     

Equation number = 1183
**********************

Dependent variable = LAAFITH 

 1977.2 -   2012.4,    0 missing obs.,  143 obs. used.

Mean of dependent variable       -5.834528135

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.067987900       0.420288507  -2.54108     1.000000
13958 LAFITH  ( -1)       0.780742489       0.052381918  14.90481    -5.836219
13956 PFITH   (  0)      -0.221686239       0.359242141  -0.61709     0.947087

SE of equation            =     0.378725702
Sum of squared residuals  =  20.0806420      -0.178195236E-10
Average absolute error    =     0.294508083
Sum of ABS residuals      =  42.1146559    
R squared                 =   0.62319
Durbin-Watson statistic   =   2.23797
SMPL and No. Obs.         = 1977.2   2012.4    143

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.2!  *  +                                !!          . 0 .   .          !
 1977.3! *   +                                !!          .0  .   .          !
 1977.4!    +      *                          !!          .   .   .0         !
 1978.1!           +*                         !!          .   .0  .          !
 1978.2!  *          +                        !!      0   .   .   .          !
 1978.3!      +                  *            !!          .   .   .          0
 1978.4!                       +         *    !!          .   .   .   0      !
 1979.1!                   *          +       !!      0   .   .   .          !
 1979.2!                   +     *            !!          .   .   .0         !
 1979.3!                       +   *          !!          .   . 0 .          !
 1979.4!                        +      *      !!          .   .   .0         !
 1980.1!                *           +         !!     0    .   .   .          !
 1980.2!                +        *            !!          .   .   .  0       !
 1980.3!                       +   *          !!          .   .  0.          !
 1980.4!                        +             !!          .   0   .          !
 1981.1!                    * +               !!          . 0 .   .          !
 1981.2!          *        +                  !!       0  .   .   .          !
 1981.3!     *     +                          !!         0.   .   .          !
 1981.4!       +*                             !!          .   .0  .          !
 1982.1!      *   +                           !!          .0  .   .          !
 1982.2!        + *                           !!          .   .0  .          !
 1982.3!           +    *                     !!          .   .   0          !
 1982.4!            *   +                     !!          .0  .   .          !
 1983.1!    *        +                        !!       0  .   .   .          !
 1983.2!       +                              !!          .   0   .          !
 1983.3!          +   *                       !!          .   .  0.          !
 1983.4!               +   *                  !!          .   .  0.          !
 1984.1!     *             +                  !!    0     .   .   .          !
 1984.2!        +       *                     !!          .   .   . 0        !
 1984.3!          *     +                     !!          0   .   .          !
 1984.4!            +  *                      !!          .   . 0 .          !
 1985.1!            *  +                      !!          .0  .   .          !
 1985.2!              +  *                    !!          .   . 0 .          !
 1985.3!        *        +                    !!       0  .   .   .          !
 1985.4! *         +                          !!       0  .   .   .          !
 1986.1*     +                                !!          0   .   .          !
 1986.2!   +   *                              !!          .   .  0.          !
 1986.3!      *  +                            !!          . 0 .   .          !
 1986.4!        +                             !!          .   0   .          !
 1987.1!          +      *                    !!          .   .   .0         !
 1987.2!            *    +                    !!          0   .   .          !
 1987.3!            *+                        !!          .  0.   .          !
 1987.4!          *  +                        !!          . 0 .   .          !
 1988.1!          *+                          !!          .  0.   .          !
 1988.2!        *  +                          !!          .0  .   .          !
 1988.3!         +  *                         !!          .   . 0 .          !
 1988.4!        *   +                         !!          .0  .   .          !
 1989.1!        * +                           !!          .  0.   .          !
 1989.2!          +   *                       !!          .   .  0.          !
 1989.3!           *  +                       !!          . 0 .   .          !
 1989.4!           *+                         !!          .   0   .          !
 1990.1!            + *                       !!          .   . 0 .          !
 1990.2!             *+                       !!          .  0.   .          !
 1990.3!             +   *                    !!          .   .  0.          !
 1990.4!                 +*                   !!          .   .0  .          !
 1991.1!                 +    *               !!          .   .   0          !
 1991.2!                 *   +                !!          .0  .   .          !
 1991.3!                 +  *                 !!          .   .  0.          !
 1991.4!                   +*                 !!          .   .0  .          !
 1992.1!                   +*                 !!          .   0   .          !
 1992.2!               *   +                  !!          .0  .   .          !
 1992.3!               +           *          !!          .   .   .    0     !
 1992.4!                         + *          !!          .   . 0 .          !
 1993.1!                         +            *!          .   .   .     0    !
 1993.2!                                 *+   !!          .   0   .          !
 1993.3!                              +    *  !!          .   .   0          !
 1993.4!                             * +      !!          . 0 .   .          !
 1994.1!                          +           !!          .   0   .          !
 1994.2!                        +*            !!          .   .0  .          !
 1994.3!                      * +             !!          .  0.   .          !
 1994.4!                     +     *          !!          .   .   0          !
 1995.1!                        +        *    !!          .   .   . 0        !
 1995.2!                           * +        !!          . 0 .   .          !
 1995.3!                       *+             !!          .  0.   .          !
 1995.4!                     +   *            !!          .   .  0.          !
 1996.1!                       +              !!          .   0   .          !
 1996.2!                     +  *             !!          .   . 0 .          !
 1996.3!                      +    *          !!          .   .   0          !
 1996.4!                        +     *       !!          .   .   .0         !
 1997.1!                           +          !!          .   0   .          !
 1997.2!                         +     *      !!          .   .   .0         !
 1997.3!                           +   *      !!          .   .  0.          !
 1997.4!                          * +         !!          . 0 .   .          !
 1998.1!                    *  +              !!          .0  .   .          !
 1998.2!                   +*                 !!          .   .0  .          !
 1998.3!            *      +                  !!         0.   .   .          !
 1998.4!       *    +                         !!          0   .   .          !
 1999.1!         +   *                        !!          .   .  0.          !
 1999.2!             +*                       !!          .   0   .          !
 1999.3!              +*                      !!          .   .0  .          !
 1999.4!             *  +                     !!          . 0 .   .          !
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 2000.2!              *     +                 !!         0.   .   .          !
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 2000.4!                +            *        !!          .   .   .     0    !
 2001.1!                           +    *     !!          .   .   0          !
 2001.2!                             + *      !!          .   . 0 .          !
 2001.3!                            +     *   !!          .   .   0          !
 2001.4!                              + *     !!          .   .0  .          !
 2002.1!                        *    +        !!          0   .   .          !
 2002.2!                      +             * !!          .   .   .     0    !
 2002.3!                         *      +     !!         0.   .   .          !
 2002.4!            *          +              !!      0   .   .   .          !
 2003.1!     *       +                        !!        0 .   .   .          !
 2003.2!       +       *                      !!          .   .   . 0        !
 2003.3!               +                      !!          .   0   .          !
 2003.4!               +   *                  !!          .   .  0.          !
 2004.1!                  +                   !!          .   0   .          !
 2004.2!                 + *                  !!          .   .0  .          !
 2004.3!             *    +                   !!          0   .   .          !
 2004.4!         *   +                        !!          .0  .   .          !
 2005.1!          +   *                       !!          .   .  0.          !
 2005.2!          *   +                       !!          .0  .   .          !
 2005.3!           +    *                     !!          .   .   0          !
 2005.4!           *    +                     !!          0   .   .          !
 2006.1!            +   *                     !!          .   .  0.          !
 2006.2!               *+                     !!          .  0.   .          !
 2006.3!            *  +                      !!          . 0 .   .          !
 2006.4!          *  +                        !!          . 0 .   .          !
 2007.1!          *+                          !!          .   0   .          !
 2007.2!       *   +                          !!          .0  .   .          !
 2007.3!         +   *                        !!          .   .  0.          !
 2007.4!           * +                        !!          . 0 .   .          !
 2008.1!           *+                         !!          .  0.   .          !
 2008.2!           +                          !!          .  0.   .          !
 2008.3!        *   +                         !!          .0  .   .          !
 2008.4!    *     +                           !!         0.   .   .          !
 2009.1!      +*                              !!          .   .0  .          !
 2009.2!       * +                            !!          . 0 .   .          !
 2009.3!       * +                            !!          .  0.   .          !
 2009.4!       * +                            !!          . 0 .   .          !
 2010.1!   *     +                            !!         0.   .   .          !
 2010.2!      +          *                    !!          .   .   .    0     !
 2010.3!           *     +                    !!          0   .   .          !
 2010.4!       *    +                         !!          0   .   .          !
 2011.1!        *+                            !!          .  0.   .          !
 2011.2!       *  +                           !!          . 0 .   .          !
 2011.3!      *  +                            !!          . 0 .   .          !
 2011.4!   *    +                             !!          0   .   .          !
 2012.1!      +*                              !!          .   .0  .          !
 2012.2!  *      +                            !!         0.   .   .          !
 2012.3!      +*                              !!          .   .0  .          !
 2012.4!      *  +                            !!          . 0 .   .          !


     28.67 percent of the residuals exceed 1 SE
      5.59 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASTH=ASPX$/THPMM;                                                      
 GENR LAAASTH=LOG(AAASTH+.00001);                                             
 GENR LAASTH=LOG(AASTH+.00001);                                               
 LHS AAASTH=EXP(LAAASTH)-.00001;                                              
  EQ 1836 LAAASTH C LAASTH(-1) PASTH;                                         
EQUATION 1184  LAAASTH  
   RHS     C  LAASTH(-1)  PASTH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1184 PLOT=0;END;                                                     

Equation number = 1184
**********************

Dependent variable = LAAASTH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.665685402

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.136324459       0.190767130  -5.95661     1.000000
13961 LAASTH  ( -1)       0.657244161       0.055011935  11.94730    -3.664210
13959 PASTH   (  0)      -0.112619600       0.042006340  -2.68101     1.075129

SE of equation            =     0.161780333
Sum of squared residuals  =  4.84198208      -0.637294661E-10
Average absolute error    =     0.121822679
Sum of ABS residuals      =  22.9026636    
R squared                 =   0.51571
Durbin-Watson statistic   =   2.11806
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                 + *                  !!         .    . 0  .         !
 1966.2!                   +  *               !!         .    .  0 .         !
 1966.3!                     +        *       !!         .    .    .  0      !
 1966.4!                          +           !!         .   0.    .         !
 1967.1!            *          +              !!    0    .    .    .         !
 1967.2!               +    *                 !!         .    .   0.         !
 1967.3!                    + *               !!         .    .0   .         !
 1967.4!                 *   +                !!         .0   .    .         !
 1968.1!                  +                   !!         .   0.    .         !
 1968.2!                  +   *               !!         .    .   0.         !
 1968.3!                   * +                !!         .  0 .    .         !
 1968.4!                   +                  !!         .    0    .         !
 1969.1!                   + *                !!         .    . 0  .         !
 1969.2!              *      +                !!         0    .    .         !
 1969.3!                +  *                  !!         .    . 0  .         !
 1969.4!                   +       *          !!         .    .    . 0       !
 1970.1!                         +     *      !!         .    .    .0        !
 1970.2!                         * +          !!         .  0 .    .         !
 1970.3!                       +          *   !!         .    .    .   0     !
 1970.4!                             + *      !!         .    . 0  .         !
 1971.1!                           + *        !!         .    . 0  .         !
 1971.2!                          +  *        !!         .    .  0 .         !
 1971.3!                          +   *       !!         .    .  0 .         !
 1971.4!                           +          *!         .    .    .    0    !
 1972.1!                                +    *!!         .    .    0         !
 1972.2!                               +  *   !!         .    . 0  .         !
 1972.3!                             +        !!         .    0    .         !
 1972.4!              *          +            !!    0    .    .    .         !
 1973.1!               +*                     !!         .    .0   .         !
 1973.2!               + *                    !!         .    . 0  .         !
 1973.3!              * +                     !!         .  0 .    .         !
 1973.4!              +    *                  !!         .    .   0.         !
 1974.1!               * +                    !!         .  0 .    .         !
 1974.2!               +       *              !!         .    .    .0        !
 1974.3!                     + *              !!         .    . 0  .         !
 1974.4!                     +                !!         .    0    .         !
 1975.1!   *                +                 !!0        .    .    .         !
 1975.2!     * +                              !!         .  0 .    .         !
 1975.3!         +  *                         !!         .    .  0 .         !
 1975.4!       *     +                        !!         0    .    .         !
 1976.1! *        +                           !!      0  .    .    .         !
 1976.2!    *+                                !!         .  0 .    .         !
 1976.3!       +             *                !!         .    .    .      0  !
 1976.4!            *       +                 !!       0 .    .    .         !
 1977.1!            * +                       !!         .  0 .    .         !
 1977.2!       *     +                        !!        0.    .    .         !
 1977.3!       *  +                           !!         . 0  .    .         !
 1977.4!    *     +                           !!        0.    .    .         !
 1978.1!         +     *                      !!         .    .    .0        !
 1978.2!                 +  *                 !!         .    .  0 .         !
 1978.3!                  * +                 !!         .   0.    .         !
 1978.4!                 * +                  !!         .  0 .    .         !
 1979.1!                  +     *             !!         .    .    0         !
 1979.2!                     *+               !!         .   0.    .         !
 1979.3!   *                 +                !0         .    .    .         !
 1979.4!         +         *                  !!         .    .    .   0     !
 1980.1!                   +        *         !!         .    .    .  0      !
 1980.2!            *            +            !!   0     .    .    .         !
 1980.3!          *   +                       !!         .0   .    .         !
 1980.4!         *   +                        !!         .0   .    .         !
 1981.1!     *      +                         !!        0.    .    .         !
 1981.2!          +   *                       !!         .    .  0 .         !
 1981.3!     *         +                      !!     0   .    .    .         !
 1981.4!         +      *                     !!         .    .    .0        !
 1982.1!              * +                     !!         .  0 .    .         !
 1982.2!          *    +                      !!         0    .    .         !
 1982.3!            +        *                !!         .    .    . 0       !
 1982.4!                  * +                 !!         .  0 .    .         !
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 1983.2!               * +                    !!         .  0 .    .         !
 1983.3!                + *                   !!         .    . 0  .         !
 1983.4!                   +  *               !!         .    .  0 .         !
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 1984.3!                  * +                 !!         .  0 .    .         !
 1984.4!           *       +                  !!       0 .    .    .         !
 1985.1!              +*                      !!         .    .0   .         !
 1985.2!                 +*                   !!         .    .0   .         !
 1985.3!          *        +                  !!      0  .    .    .         !
 1985.4!          *   +                       !!         .0   .    .         !
 1986.1!        *     +                       !!         0    .    .         !
 1986.2!             +   *                    !!         .    .  0 .         !
 1986.3!                   + *                !!         .    . 0  .         !
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 1987.1!             *      +                 !!        0.    .    .         !
 1987.2!               *+                     !!         .   0.    .         !
 1987.3!                 +*                   !!         .    0    .         !
 1987.4!              *    +                  !!         .0   .    .         !
 1988.1!           *     +                    !!         0    .    .         !
 1988.2!            *  +                      !!         .  0 .    .         !
 1988.3!            *  +                      !!         . 0  .    .         !
 1988.4!               +*                     !!         .    .0   .         !
 1989.1!                  + *                 !!         .    . 0  .         !
 1989.2!               *    +                 !!         0    .    .         !
 1989.3!            *   +                     !!         . 0  .    .         !
 1989.4!             * +                      !!         .  0 .    .         !
 1990.1!           *   +                      !!         .0   .    .         !
 1990.2!     *        +                       !!      0  .    .    .         !
 1990.3!        * +                           !!         .  0 .    .         !
 1990.4!         *  +                         !!         . 0  .    .         !
 1991.1!             +                        !!         .    0    .         !
 1991.2!                +                     !!         .    0    .         !
 1991.3!              *   +                   !!         . 0  .    .         !
 1991.4!                 +                    !!         .    0    .         !
 1992.1!                   +      *           !!         .    .    .0        !
 1992.2!                         +*           !!         .    .0   .         !
 1992.3!                         +  *         !!         .    .  0 .         !
 1992.4!                      *   +           !!         .0   .    .         !
 1993.1!                      +  *            !!         .    .  0 .         !
 1993.2!                        +  *          !!         .    . 0  .         !
 1993.3!                          +*          !!         .    .0   .         !
 1993.4!                         *+           !!         .    0    .         !
 1994.1!                        +*            !!         .    .0   .         !
 1994.2!                       *+             !!         .   0.    .         !
 1994.3!                       +  *           !!         .    .  0 .         !
 1994.4!                        *+            !!         .    0    .         !
 1995.1!                        +*            !!         .    .0   .         !
 1995.2!                   *    +             !!         0    .    .         !
 1995.3!                    + *               !!         .    . 0  .         !
 1995.4!                      +  *            !!         .    . 0  .         !
 1996.1!                      * +             !!         .  0 .    .         !
 1996.2!                      +               !!         .    0    .         !
 1996.3!                      +               !!         .    0    .         !
 1996.4!                     *+               !!         .    0    .         !
 1997.1!                      +*              !!         .    .0   .         !
 1997.2!                      +  *            !!         .    . 0  .         !
 1997.3!                     *  +             !!         .  0 .    .         !
 1997.4!                     + *              !!         .    .0   .         !
 1998.1!                    * +               !!         .  0 .    .         !
 1998.2!                     +*               !!         .    .0   .         !
 1998.3!                     *+               !!         .   0.    .         !
 1998.4!                     + *              !!         .    . 0  .         !
 1999.1!                       +*             !!         .    .0   .         !
 1999.2!                       + *            !!         .    . 0  .         !
 1999.3!                        +  *          !!         .    . 0  .         !
 1999.4!                         +            !!         .    0    .         !
 2000.1!                       *+             !!         .   0.    .         !
 2000.2!                      +   *           !!         .    .  0 .         !
 2000.3!                         +            !!         .    0    .         !
 2000.4!                    *   +             !!         . 0  .    .         !
 2001.1!                     + *              !!         .    . 0  .         !
 2001.2!                       + *            !!         .    . 0  .         !
 2001.3!                        +   *         !!         .    .   0.         !
 2001.4!                      *   +           !!         . 0  .    .         !
 2002.1!                      +     *         !!         .    .    .0        !
 2002.2!                          +           !!         .    0    .         !
 2002.3!                        +    *        !!         .    .   0.         !
 2002.4!                           +          !!         .    0    .         !
 2003.1!                         +            !!         .    0    .         !
 2003.2!                       +*             !!         .    0    .         !
 2003.3!                       +              !!         .    0    .         !
 2003.4!                      +               !!         .    0    .         !
 2004.1!                      +  *            !!         .    .  0 .         !
 2004.2!                        +             !!         .    0    .         !
 2004.3!                     *+               !!         .  0 .    .         !
 2004.4!                    +            *    !!         .    .    .     0   !
 2005.1!                            +        *!!         .    .    .  0      !
 2005.2!                       *       +      !!        0.    .    .         !
 2005.3!                     +      *         !!         .    .    .0        !
 2005.4!                      *  +            !!         .  0 .    .         !
 2006.1!                    +  *              !!         .    .  0 .         !
 2006.2!                     +      *         !!         .    .    .0        !
 2006.3!                       *+             !!         .   0.    .         !
 2006.4!                 *   +                !!         . 0  .    .         !
 2007.1!                 +  *                 !!         .    .  0 .         !
 2007.2!                   +   *              !!         .    .  0 .         !
 2007.3!                    +  *              !!         .    . 0  .         !
 2007.4!                     +                !!         .    0    .         !
 2008.1!               *   +                  !!         . 0  .    .         !
 2008.2!              +       *               !!         .    .    .0        !
 2008.3!                  *+                  !!         .    0    .         !
 2008.4!             *  +                     !!         . 0  .    .         !
 2009.1!             +                        !!         .    0    .         !
 2009.2!              +     *                 !!         .    .    .0        !
 2009.3!                  *+                  !!         .   0.    .         !
 2009.4!                 +  *                 !!         .    .  0 .         !
 2010.1!                  +       *           !!         .    .    .0        !
 2010.2!     *               +                !!0        .    .    .         !
 2010.3!       +          *                   !!         .    .    .    0    !
 2010.4!                +     *               !!         .    .    0         !
 2011.1!                  +    *              !!         .    .    0         !
 2011.2!                *  +                  !!         . 0  .    .         !
 2011.3!             +*                       !!         .    .0   .         !
 2011.4!          *  +                        !!         .  0 .    .         !
 2012.1!        * +                           !!         .  0 .    .         !
 2012.2!    *    +                            !!         .0   .    .         !
 2012.3*      +                               !!        0.    .    .         !
 2012.4!   +    *                             !!         .    .   0.         !


     27.13 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@@EQ 1837 LAASOTH C LASOTH(-1) PSOTH;SMPL 1992.3 2012.4;OLS;EST 1837 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOTH=KOPX$/THPMM;                                                      
 GENR LAAKOTH=LOG(AAKOTH+.00001);                                             
 GENR LAKOTH=LOG(AKOTH+.00001);                                               
 LHS AAKOTH=EXP(LAAKOTH)-.00001;                                              
  EQ 1838 LAAKOTH C LAKOTH(-1) PKOTH;                                         
EQUATION 1185  LAAKOTH  
   RHS     C  LAKOTH(-1)  PKOTH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1185 PLOT=0;END;                                                     

Equation number = 1185
**********************

Dependent variable = LAAKOTH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.105573679

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.046590954       0.060474761  -0.77042     1.000000
13964 LAKOTH  ( -1)       0.888689843       0.032714694  27.16485    -4.120929
13962 PKOTH   (  0)      -0.259759122       0.085729918  -3.02997     1.527397

SE of equation            =     0.198834730
Sum of squared residuals  =  7.31402123       0.364508423E-11
Average absolute error    =     0.143399295
Sum of ABS residuals      =  26.9590674    
R squared                 =   0.96320
Durbin-Watson statistic   =   2.35875
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     +*                               !!          .   . 0 .          !
 1966.2!     *+                               !!          . 0 .   .          !
 1966.3!    *+                                !!          . 0 .   .          !
 1966.4!  * +                                 !!          .0  .   .          !
 1967.1!  *+                                  !!          . 0 .   .          !
 1967.2!  * +                                 !!          .0  .   .          !
 1967.3!  *+                                  !!          . 0 .   .          !
 1967.4!  *+                                  !!          . 0 .   .          !
 1968.1!   *+                                 !!          .  0.   .          !
 1968.2!  *+                                  !!          .  0.   .          !
 1968.3!  *+                                  !!          . 0 .   .          !
 1968.4!  +                                   !!          .  0.   .          !
 1969.1!  +                                   !!          .   0   .          !
 1969.2! * +                                  !!          . 0 .   .          !
 1969.3!  +                                   !!          .  0.   .          !
 1969.4!  +                                   !!          .  0.   .          !
 1970.1*  +                                   !!         0.   .   .          !
 1970.2*+                                     !!          .  0.   .          !
 1970.3!+                                     !!          .  0.   .          !
 1970.4*+                                     !!          . 0 .   .          !
 1971.1*+                                     !!          .  0.   .          !
 1971.2+*                                     !!          .   0   .          !
 1971.3*+                                     !!          . 0 .   .          !
 1971.4!+                                     !!          .  0.   .          !
 1972.1!+*                                    !!          .   .0  .          !
 1972.2!  +                                   !!          .  0.   .          !
 1972.3! * +                                  !!          .0  .   .          !
 1972.4! * +                                  !!          0   .   .          !
 1973.1!  +   *                               !!          .   .   . 0        !
 1973.2!     *+                               !!          . 0 .   .          !
 1973.3!     +     *                          !!          .   .   .      0   !
 1973.4!         * +                          !!          . 0 .   .          !
 1974.1!          + *                         !!          .   .   0          !
 1974.2!     *       +                        !!0         .   .   .          !
 1974.3!     *+                               !!          . 0 .   .          !
 1974.4!     * +                              !!          0   .   .          !
 1975.1!       + *                            !!          .   .   0          !
 1975.2!         +                            !!          .   0   .          !
 1975.3!       *  +                           !!         0.   .   .          !
 1975.4!       +                              !!          .   0   .          !
 1976.1!    *   +                             !!       0  .   .   .          !
 1976.2!    +      *                          !!          .   .   .       0  !
 1976.3!         *+                           !!          . 0 .   .          !
 1976.4!       * +                            !!          0   .   .          !
 1977.1!        +  *                          !!          .   .   .0         !
 1977.2!           + *                        !!          .   . 0 .          !
 1977.3!             +    *                   !!          .   .   .     0    !
 1977.4!                  +    *              !!          .   .   .   0      !
 1978.1!                  *   +               !!        0 .   .   .          !
 1978.2!                 *+                   !!          . 0 .   .          !
 1978.3!                 +  *                 !!          .   .   .0         !
 1978.4!               *    +                 !!      0   .   .   .          !
 1979.1!               +                      !!          .   0   .          !
 1979.2!                +  *                  !!          .   .   .0         !
 1979.3!                   +*                 !!          .   .0  .          !
 1979.4!                   *+                 !!          .  0.   .          !
 1980.1!                   +  *               !!          .   .   0          !
 1980.2!                      +               !!          .   .0  .          !
 1980.3!                      +*              !!          .   .0  .          !
 1980.4!                   *   +              !!       0  .   .   .          !
 1981.1!                   +*                 !!          .   .  0.          !
 1981.2!                 *   +                !!        0 .   .   .          !
 1981.3!               * +                    !!          .0  .   .          !
 1981.4!            *  +                      !!        0 .   .   .          !
 1982.1!            +   *                     !!          .   .   .  0       !
 1982.2!                + *                   !!          .   .  0.          !
 1982.3!                *+                    !!          . 0 .   .          !
 1982.4!            *   +                     !!       0  .   .   .          !
 1983.1!              +       *               !!          .   .   .          0
 1983.2!                      +               !!          .   0   .          !
 1983.3!                      +               !!          .   .0  .          !
 1983.4!                      +*              !!          .   .0  .          !
 1984.1!                      +               !!          .  0.   .          !
 1984.2!                     *+               !!          . 0 .   .          !
 1984.3!                     +     *          !!          .   .   .      0   !
 1984.4!                      *   +           !!      0   .   .   .          !
 1985.1!                 *   +                !!       0  .   .   .          !
 1985.2!                  +   *               !!          .   .   .   0      !
 1985.3!                     * +              !!          .0  .   .          !
 1985.4!                   * +                !!         0.   .   .          !
 1986.1!                   +                  !!          .   0   .          !
 1986.2!                    +  *              !!          .   .   .0         !
 1986.3!                       + *            !!          .   .   0          !
 1986.4!                        *+            !!          . 0 .   .          !
 1987.1!                        +             !!          .   0   .          !
 1987.2!                       *+             !!          . 0 .   .          !
 1987.3!                    *  +              !!         0.   .   .          !
 1987.4!                    +  *              !!          .   .   0          !
 1988.1!                      +   *           !!          .   .   . 0        !
 1988.2!                       * +            !!          0   .   .          !
 1988.3!                       +*             !!          .   . 0 .          !
 1988.4!                       + *            !!          .   .  0.          !
 1989.1!                        + *           !!          .   .   0          !
 1989.2!                      *  +            !!         0.   .   .          !
 1989.3!                      +*              !!          .   . 0 .          !
 1989.4!                      +  *            !!          .   .   .0         !
 1990.1!                        +             !!          .   0   .          !
 1990.2!                        + *           !!          .   .  0.          !
 1990.3!                        *+            !!          . 0 .   .          !
 1990.4!                        + *           !!          .   .  0.          !
 1991.1!                          + *         !!          .   .   .0         !
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 1991.3!                          *+          !!          . 0 .   .          !
 1991.4!                          + *         !!          .   .   0          !
 1992.1!                            +*        !!          .   .  0.          !
 1992.2!                             +*       !!          .   . 0 .          !
 1992.3!                            *+        !!          .  0.   .          !
 1992.4!                            +         !!          .   0   .          !
 1993.1!                           +  *       !!          .   .   .0         !
 1993.2!                            *+        !!          . 0 .   .          !
 1993.3!                            + *       !!          .   .  0.          !
 1993.4!                            *+        !!          . 0 .   .          !
 1994.1!                           +*         !!          .   . 0 .          !
 1994.2!                          * +         !!          .0  .   .          !
 1994.3!                          + *         !!          .   .  0.          !
 1994.4!                           +          !!          .  0.   .          !
 1995.1!                           +          !!          .   0   .          !
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 1995.3!                           +*         !!          .   . 0 .          !
 1995.4!                           +*         !!          .   .0  .          !
 1996.1!                           + *        !!          .   .  0.          !
 1996.2!                            *+        !!          . 0 .   .          !
 1996.3!                            +*        !!          .   .  0.          !
 1996.4!                             +        !!          .  0.   .          !
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 1997.3!                            +*        !!          .   . 0 .          !
 1997.4!                              + *     !!          .   .   0          !
 1998.1!                                 + *  !!          .   .  0.          !
 1998.2!                                 * +  !!         0.   .   .          !
 1998.3!                                 +    !!          .   0   .          !
 1998.4!                               * +    !!         0.   .   .          !
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 1999.2!                             + *      !!          .   .  0.          !
 1999.3!                             * +      !!          .0  .   .          !
 1999.4!                             +        !!          .   0   .          !
 2000.1!                             +        !!          .  0.   .          !
 2000.2!                            +*        !!          .   .0  .          !
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 2000.4!                            +*        !!          .   . 0 .          !
 2001.1!                            *+        !!          .  0.   .          !
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 2001.3!                             +*       !!          .   .0  .          !
 2001.4!                              +       !!          .   0   .          !
 2002.1!                              +  *    !!          .   .   0          !
 2002.2!                               * +    !!          .0  .   .          !
 2002.3!                               +*     !!          .   .0  .          !
 2002.4!                               *+     !!          . 0 .   .          !
 2003.1!                               +      !!          .  0.   .          !
 2003.2!                              *+      !!          .  0.   .          !
 2003.3!                               +*     !!          .   .  0.          !
 2003.4!                                +     !!          .  0.   .          !
 2004.1!                                +*    !!          .   . 0 .          !
 2004.2!                                *+    !!          .  0.   .          !
 2004.3!                               *+     !!          .  0.   .          !
 2004.4!                             * +      !!          0   .   .          !
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 2005.2!                              +       !!          .   0   .          !
 2005.3!                              +*      !!          .   .0  .          !
 2005.4!                              *+      !!          . 0 .   .          !
 2006.1!                              + *     !!          .   . 0 .          !
 2006.2!                                +*    !!          .   . 0 .          !
 2006.3!                                *+    !!          . 0 .   .          !
 2006.4!                                +     !!          .  0.   .          !
 2007.1!                                +     !!          .   .0  .          !
 2007.2!                                *+    !!          .  0.   .          !
 2007.3!                               * +    !!          .0  .   .          !
 2007.4!                                +     !!          .   .0  .          !
 2008.1!                                *+    !!          .   0   .          !
 2008.2!                                *+    !!          .  0.   .          !
 2008.3!                                 +*   !!          .   . 0 .          !
 2008.4!                                  +   !!          .   0   .          !
 2009.1!                                   +  !!          .   .0  .          !
 2009.2!                                  * + !!          .0  .   .          !
 2009.3!                                  +   !!          .   0   .          !
 2009.4!                                  *+  !!          . 0 .   .          !
 2010.1!                                  +   !!          .   0   .          !
 2010.2!                                  *+  !!          .  0.   .          !
 2010.3!                                  +*  !!          .   0   .          !
 2010.4!                                   +  !!          .   0   .          !
 2011.1!                                  *+  !!          .  0.   .          !
 2011.2!                                   +  !!          .   0   .          !
 2011.3!                                   +  *!          .   .   0          !
 2011.4!                                    * +!          0   .   .          !
 2012.1!                                  * + !!          .0  .   .          !
 2012.2!                                   +  !!          .   0   .          !
 2012.3!                                  *+  !!          . 0 .   .          !
 2012.4!                                   +  !!          .   .0  .          !


     22.87 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBETH=BEPX$Q/THPMM;                                                     
 GENR LAABETH=LOG(AABETH+.00001);                                             
 GENR LABETH=LOG(ABETH+.00001);                                               
 LHS AABETH=EXP(LAABETH)-.00001;                                              
  EQ 1839 LAABETH C LABETH(-1) PBETH;                                         
EQUATION 1186  LAABETH  
   RHS     C  LABETH(-1)  PBETH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1186 PLOT=0;END;                                                     

Equation number = 1186
**********************

Dependent variable = LAABETH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.435518289

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.740165400       0.160401854  -4.61444     1.000000
13967 LABETH  ( -1)       0.723525052       0.048647274  14.87288    -4.433576
13965 PBETH   (  0)      -0.516766383       0.117833631  -4.38556     0.943463

SE of equation            =     0.193203033
Sum of squared residuals  =  6.90557120       0.387516685E-10
Average absolute error    =     0.149427294
Sum of ABS residuals      =  28.0923313    
R squared                 =   0.77609
Durbin-Watson statistic   =   2.10818
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!            *     +                   !!         0.   .   .          !
 1966.2!                +    *                !!          .   .   0          !
 1966.3!                      +    *          !!          .   .   .0         !
 1966.4!                 *         +          !!    0     .   .   .          !
 1967.1!                   +      *           !!          .   .   . 0        !
 1967.2!                     *     +          !!        0 .   .   .          !
 1967.3!                 *      +             !!       0  .   .   .          !
 1967.4!                   * +                !!          .  0.   .          !
 1968.1!                  *    +              !!          0   .   .          !
 1968.2!                    +  *              !!          .   . 0 .          !
 1968.3!                  *     +             !!         0.   .   .          !
 1968.4!                *    +                !!          0   .   .          !
 1969.1!   *               +                  !0          .   .   .          !
 1969.2!  *      +                            !!        0 .   .   .          !
 1969.3!         +    *                       !!          .   .   .0         !
 1969.4!          *      +                    !!       0  .   .   .          !
 1970.1!              +          *            !!          .   .   .     0    !
 1970.2!                         +            *!          .   .   .       0  !
 1970.3!                         *        +   !!     0    .   .   .          !
 1970.4!                         +     *      !!          .   .   .0         !
 1971.1!                         *   +        !!          0   .   .          !
 1971.2!                         +*           !!          .   .0  .          !
 1971.3!                 *        +           !!      0   .   .   .          !
 1971.4!                 * +                  !!          .  0.   .          !
 1972.1!              *    +                  !!          0   .   .          !
 1972.2!            *    +                    !!          0   .   .          !
 1972.3!             *  +                     !!          .0  .   .          !
 1972.4!             *   +                    !!          .0  .   .          !
 1973.1!               * +                    !!          .  0.   .          !
 1973.2!               +                      !!          .   0   .          !
 1973.3!               +    *                 !!          .   .   0          !
 1973.4!                 * +                  !!          . 0 .   .          !
 1974.1!                 +             *      !!          .   .   .        0 !
 1974.2!                        *   +         !!          0   .   .          !
 1974.3!                       +    *         !!          .   .   .0         !
 1974.4!              *          +            !!   0      .   .   .          !
 1975.1!      *       +                       !!      0   .   .   .          !
 1975.2!   *  +                               !!          .0  .   .          !
 1975.3!      +             *                 !!          .   .   .         0!
 1975.4!                *+                    !!          .  0.   .          !
 1976.1!    *          +                      !!   0      .   .   .          !
 1976.2!   *+                                 !!          .  0.   .          !
 1976.3!    +                                 !!          .   0   .          !
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 1977.1!        +    *                        !!          .   .   .0         !
 1977.2!           *+                         !!          .  0.   .          !
 1977.3!            + *                       !!          .   .  0.          !
 1977.4!          *   +                       !!          .0  .   .          !
 1978.1!           +                          !!          .   0   .          !
 1978.2!             +   *                    !!          .   .  0.          !
 1978.3!                  +*                  !!          .   .0  .          !
 1978.4!                  +       *           !!          .   .   .  0       !
 1979.1!                       +  *           !!          .   . 0 .          !
 1979.2!                         +    *       !!          .   .   .0         !
 1979.3!               *           +          !!   0      .   .   .          !
 1979.4!          *     +                     !!         0.   .   .          !
 1980.1!      *      +                        !!       0  .   .   .          !
 1980.2!   *     +                            !!         0.   .   .          !
 1980.3!       *+                             !!          .  0.   .          !
 1980.4!           +         *                !!          .   .   .    0     !
 1981.1!                    *+                !!          . 0 .   .          !
 1981.2!                  *   +               !!          .0  .   .          !
 1981.3!                *   +                 !!          0   .   .          !
 1981.4!            *    +                    !!         0.   .   .          !
 1982.1!              + *                     !!          .   . 0 .          !
 1982.2!                   +    *             !!          .   .   .0         !
 1982.3!                     *  +             !!          .0  .   .          !
 1982.4!                   *  +               !!          .0  .   .          !
 1983.1!                     +     *          !!          .   .   .0         !
 1983.2!                           + *        !!          .   . 0 .          !
 1983.3!                             +      * !!          .   .   . 0        !
 1983.4!                             *     +  !!         0.   .   .          !
 1984.1!                             +    *   !!          .   .   .0         !
 1984.2!                        *        +    !!      0   .   .   .          !
 1984.3!                       *  +           !!          .0  .   .          !
 1984.4!                    *    +            !!         0.   .   .          !
 1985.1!                       +       *      !!          .   .   .  0       !
 1985.2!                               +   *  !!          .   .  0.          !
 1985.3!                               *  +   !!          . 0 .   .          !
 1985.4!                               +*     !!          .   .0  .          !
 1986.1!                            *  +      !!          . 0 .   .          !
 1986.2!                           +*         !!          .   .0  .          !
 1986.3!                           +        * !!          .   .   .   0      !
 1986.4!                                 +  * !!          .   .  0.          !
 1987.1!                                +  *  !!          .   .  0.          !
 1987.2!                               *+     !!          .   0   .          !
 1987.3!                              + *     !!          .   .  0.          !
 1987.4!                              + *     !!          .   . 0 .          !
 1988.1!                            *+        !!          .  0.   .          !
 1988.2!                           +     *    !!          .   .   .0         !
 1988.3!                               + *    !!          .   . 0 .          !
 1988.4!                              *+      !!          .   0   .          !
 1989.1!                             + *      !!          .   . 0 .          !
 1989.2!                              +   *   !!          .   .   0          !
 1989.3!                               +*     !!          .   .0  .          !
 1989.4!                             +   *    !!          .   .   0          !
 1990.1!                              +  *    !!          .   .  0.          !
 1990.2!                              +*      !!          .   .0  .          !
 1990.3!                            +    *    !!          .   .   .0         !
 1990.4!                              +*      !!          .   .0  .          !
 1991.1!                            +    *    !!          .   .   .0         !
 1991.2!                              +   *   !!          .   .  0.          !
 1991.3!                               +   *  !!          .   .  0.          !
 1991.4!                               +  *   !!          .   .  0.          !
 1992.1!                          *    +      !!          0   .   .          !
 1992.2!                      *  +            !!          .0  .   .          !
 1992.3!                     +*               !!          .   .0  .          !
 1992.4!                      +*              !!          .   .0  .          !
 1993.1!                       +   *          !!          .   .   0          !
 1993.2!                          +   *       !!          .   .   0          !
 1993.3!                             +  *     !!          .   .  0.          !
 1993.4!                             *+       !!          .  0.   .          !
 1994.1!                           +  *       !!          .   . 0 .          !
 1994.2!                          * +         !!          . 0 .   .          !
 1994.3!                         + *          !!          .   . 0 .          !
 1994.4!                         +*           !!          .   .0  .          !
 1995.1!                         +   *        !!          .   .  0.          !
 1995.2!                        * +           !!          . 0 .   .          !
 1995.3!                       +   *          !!          .   .  0.          !
 1995.4!                       * +            !!          .  0.   .          !
 1996.1!                       +  *           !!          .   .  0.          !
 1996.2!                         + *          !!          .   . 0 .          !
 1996.3!                        *+            !!          .  0.   .          !
 1996.4!                       +   *          !!          .   .  0.          !
 1997.1!                       *  +           !!          .0  .   .          !
 1997.2!                       +              !!          .   0   .          !
 1997.3!                      *+              !!          . 0 .   .          !
 1997.4!                     *+               !!          .  0.   .          !
 1998.1!                    *+                !!          .  0.   .          !
 1998.2!                   *+                 !!          .  0.   .          !
 1998.3!                   +*                 !!          .   .0  .          !
 1998.4!                    +  *              !!          .   .  0.          !
 1999.1!                    * +               !!          . 0 .   .          !
 1999.2!                     + *              !!          .   . 0 .          !
 1999.3!                      +   *           !!          .   .  0.          !
 1999.4!                        * +           !!          .  0.   .          !
 2000.1!                       * +            !!          .  0.   .          !
 2000.2!                        +             !!          .   0   .          !
 2000.3!                         + *          !!          .   . 0 .          !
 2000.4!                      *    +          !!          0   .   .          !
 2001.1!                      +    *          !!          .   .   0          !
 2001.2!                         * +          !!          . 0 .   .          !
 2001.3!                        +    *        !!          .   .   0          !
 2001.4!                     *     +          !!         0.   .   .          !
 2002.1!                      +   *           !!          .   .   0          !
 2002.2!                         +*           !!          .   .0  .          !
 2002.3!                        *+            !!          .  0.   .          !
 2002.4!                    *  +              !!          .0  .   .          !
 2003.1!                    +    *            !!          .   .   .0         !
 2003.2!                      *+              !!          .  0.   .          !
 2003.3!                    + *               !!          .   .0  .          !
 2003.4!                    +                 !!          .   0   .          !
 2004.1!                  +*                  !!          .   .0  .          !
 2004.2!                 *+                   !!          .  0.   .          !
 2004.3!                 +*                   !!          .   .0  .          !
 2004.4!              *  +                    !!          .0  .   .          !
 2005.1!       *    +                         !!          0   .   .          !
 2005.2!        +                             !!          .   0   .          !
 2005.3!         +  *                         !!          .   .  0.          !
 2005.4!          * +                         !!          .  0.   .          !
 2006.1!          +*                          !!          .   .0  .          !
 2006.2!          *+                          !!          .  0.   .          !
 2006.3!        *+                            !!          . 0 .   .          !
 2006.4!        +     *                       !!          .   .   .0         !
 2007.1!       *   +                          !!          .0  .   .          !
 2007.2!       +  *                           !!          .   .  0.          !
 2007.3!       *+                             !!          .  0.   .          !
 2007.4!    * +                               !!          . 0 .   .          !
 2008.1!   *+                                 !!          .  0.   .          !
 2008.2!  +*                                  !!          .   .0  .          !
 2008.3!   +   *                              !!          .   .   0          !
 2008.4!   *   +                              !!          0   .   .          !
 2009.1!   +  *                               !!          .   . 0 .          !
 2009.2!   *  +                               !!          .0  .   .          !
 2009.3!   + *                                !!          .   . 0 .          !
 2009.4!  *  +                                !!          . 0 .   .          !
 2010.1!   +                                  !!          .   0   .          !
 2010.2!    *+                                !!          .  0.   .          !
 2010.3!    *+                                !!          . 0 .   .          !
 2010.4!  * +                                 !!          . 0 .   .          !
 2011.1!   +     *                            !!          .   .   .0         !
 2011.2!    *  +                              !!          .0  .   .          !
 2011.3!    +*                                !!          .   .0  .          !
 2011.4!    * +                               !!          .  0.   .          !
 2012.1!  *  +                                !!          .0  .   .          !
 2012.2! * +                                  !!          . 0 .   .          !
 2012.3*   +                                  !!          .0  .   .          !
 2012.4! +   *                                !!          .   .   0          !


     28.19 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDETH=DEPX$Q/THPMM;                                                     
 GENR LAADETH=LOG(AADETH+.00001);                                             
 GENR LADETH=LOG(ADETH+.00001);                                               
 LHS AADETH=EXP(LAADETH)-.00001;                                              
  EQ 1840 LAADETH C LADETH(-1) PDETH;                                         
EQUATION 1187  LAADETH  
   RHS     C  LADETH(-1)  PDETH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1187 PLOT=0;END;                                                     

Equation number = 1187
**********************

Dependent variable = LAADETH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.480006964

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.577061601       0.190131053  -3.03507     1.000000
13970 LADETH  ( -1)       0.778320003       0.043939397  17.71349    -5.468448
13968 PDETH   (  0)      -0.661346516       0.181745244  -3.63887     0.977919

SE of equation            =     0.264448622
Sum of squared residuals  =  12.9376186      -0.100150999E-10
Average absolute error    =     0.201276659
Sum of ABS residuals      =  37.8400120    
R squared                 =   0.78411
Durbin-Watson statistic   =   2.15484
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                        *   +         !!          0   .   .          !
 1966.2!                      +    *          !!          .   .   .0         !
 1966.3!                         +   *        !!          .   .   .0         !
 1966.4!                           +*         !!          .   .0  .          !
 1967.1!                          + *         !!          .   . 0 .          !
 1967.2!                           +     *    !!          .   .   .  0       !
 1967.3!                           *   +      !!          0   .   .          !
 1967.4!                           +        * !!          .   .   .    0     !
 1968.1!                              *  +    !!          .0  .   .          !
 1968.2!                            +         !!          .   .0  .          !
 1968.3!                   *       +          !!      0   .   .   .          !
 1968.4!                   +    *             !!          .   .   .0         !
 1969.1!                   *  +               !!          .0  .   .          !
 1969.2!                   +      *           !!          .   .   .  0       !
 1969.3!                        +    *        !!          .   .   0          !
 1969.4!                        * +           !!          . 0 .   .          !
 1970.1!                     * +              !!          . 0 .   .          !
 1970.2!                     +     *          !!          .   .   . 0        !
 1970.3!                         +       *    !!          .   .   .    0     !
 1970.4!                              +  *    !!          .   .  0.          !
 1971.1!                              +       !!          .   0   .          !
 1971.2!                          * +         !!          .  0.   .          !
 1971.3!                        + *           !!          .   . 0 .          !
 1971.4!                      * +             !!          .0  .   .          !
 1972.1!                    *+                !!          .  0.   .          !
 1972.2!                    +    *            !!          .   .   .0         !
 1972.3!               *        +             !!     0    .   .   .          !
 1972.4!                +   *                 !!          .   .   0          !
 1973.1!               *    +                 !!          0   .   .          !
 1973.2!             +  *                     !!          .   .  0.          !
 1973.3!              +*                      !!          .   .0  .          !
 1973.4!              +  *                    !!          .   .   0          !
 1974.1!                +            *        !!          .   .   .         0!
 1974.2!                          + *         !!          .   . 0 .          !
 1974.3!                         +  *         !!          .   .  0.          !
 1974.4!                *        +            !!     0    .   .   .          !
 1975.1!               +                      !!          .   0   .          !
 1975.2!           +*                         !!          .   .0  .          !
 1975.3!          +    *                      !!          .   .   .0         !
 1975.4!           +   *                      !!          .   .   0          !
 1976.1!            *+                        !!          .  0.   .          !
 1976.2!     *   +                            !!          0   .   .          !
 1976.3!    +     *                           !!          .   .   . 0        !
 1976.4!         +   *                        !!          .   .   0          !
 1977.1!            +  *                      !!          .   .  0.          !
 1977.2!             +                        !!          .   .0  .          !
 1977.3!          * +                         !!          . 0 .   .          !
 1977.4!         +    *                       !!          .   .   .0         !
 1978.1!             +   *                    !!          .   .   .0         !
 1978.2!             *  +                     !!          .0  .   .          !
 1978.3!             +*                       !!          .   .0  .          !
 1978.4!              +   *                   !!          .   .   0          !
 1979.1!                +                     !!          .   0   .          !
 1979.2!                 +*                   !!          .   . 0 .          !
 1979.3!                 +   *                !!          .   .   0          !
 1979.4!                    +    *            !!          .   .   . 0        !
 1980.1!                        +             *!          .   .   .          0
 1980.2!                        *        +    !!     0    .   .   .          !
 1980.3!                  *   +               !!          0   .   .          !
 1980.4!                * +                   !!          .0  .   .          !
 1981.1!         *      +                     !!      0   .   .   .          !
 1981.2!            +        *                !!          .   .   .    0     !
 1981.3!                    +       *         !!          .   .   .   0      !
 1981.4!                    *    +            !!        0 .   .   .          !
 1982.1!              *   +                   !!          0   .   .          !
 1982.2!               + *                    !!          .   . 0 .          !
 1982.3!                 +*                   !!          .   .0  .          !
 1982.4!                  +*                  !!          .   .0  .          !
 1983.1!                  * +                 !!          . 0 .   .          !
 1983.2!                   +    *             !!          .   .   .0         !
 1983.3!                    *   +             !!          0   .   .          !
 1983.4!                     +  *             !!          .   .  0.          !
 1984.1!                      * +             !!          . 0 .   .          !
 1984.2!                      +               !!          .  0.   .          !
 1984.3!                   *  +               !!          0   .   .          !
 1984.4!                    +     *           !!          .   .   . 0        !
 1985.1!                          +           !!          .   0   .          !
 1985.2!                          +           !!          .   0   .          !
 1985.3!                         *+           !!          .  0.   .          !
 1985.4!                        +  *          !!          .   .  0.          !
 1986.1!                          +           !!          .   0   .          !
 1986.2!                         +    *       !!          .   .   .0         !
 1986.3!                      *    +          !!        0 .   .   .          !
 1986.4!                *    +                !!          0   .   .          !
 1987.1!               *+                     !!          . 0 .   .          !
 1987.2!               +*                     !!          .   .0  .          !
 1987.3!                 +   *                !!          .   .   .0         !
 1987.4!             *      +                 !!       0  .   .   .          !
 1988.1!              +*                      !!          .   .0  .          !
 1988.2!                +  *                  !!          .   .  0.          !
 1988.3!                 * +                  !!          . 0 .   .          !
 1988.4!            *     +                   !!        0 .   .   .          !
 1989.1!             *+                       !!          .  0.   .          !
 1989.2!          *    +                      !!        0 .   .   .          !
 1989.3!            +                         !!          .   0   .          !
 1989.4!             +     *                  !!          .   .   . 0        !
 1990.1!                   +                  !!          .   0   .          !
 1990.2!              *   +                   !!         0.   .   .          !
 1990.3!              +    *                  !!          .   .   .0         !
 1990.4!                  + *                 !!          .   . 0 .          !
 1991.1!              *    +                  !!        0 .   .   .          !
 1991.2!               + *                    !!          .   .  0.          !
 1991.3!                  + *                 !!          .   .  0.          !
 1991.4!                    +                 !!          .   0   .          !
 1992.1!                  *+                  !!          .  0.   .          !
 1992.2!               *  +                   !!          .0  .   .          !
 1992.3!               +   *                  !!          .   .   0          !
 1992.4!                 *+                   !!          .  0.   .          !
 1993.1!                  +    *              !!          .   .   . 0        !
 1993.2!                      + *             !!          .   .0  .          !
 1993.3!                *      +              !!       0  .   .   .          !
 1993.4!                 +   *                !!          .   .   0          !
 1994.1!                   * +                !!          . 0 .   .          !
 1994.2!                    +                 !!          .   .0  .          !
 1994.3!                 *  +                 !!          0   .   .          !
 1994.4!               * +                    !!          . 0 .   .          !
 1995.1!               *+                     !!          .  0.   .          !
 1995.2!              * +                     !!          . 0 .   .          !
 1995.3!               +   *                  !!          .   .   0          !
 1995.4!                   +                  !!          .   .0  .          !
 1996.1!                 * +                  !!          . 0 .   .          !
 1996.2!             *   +                    !!          0   .   .          !
 1996.3!              +                       !!          .   0   .          !
 1996.4!             *+                       !!          . 0 .   .          !
 1997.1!              +*                      !!          .   .0  .          !
 1997.2!               + *                    !!          .   .0  .          !
 1997.3!                *+                    !!          .  0.   .          !
 1997.4!           *    +                     !!         0.   .   .          !
 1998.1!            +     *                   !!          .   .   . 0        !
 1998.2!            *     +                   !!        0 .   .   .          !
 1998.3!            + *                       !!          .   .0  .          !
 1998.4!             +*                       !!          .   .0  .          !
 1999.1!             *+                       !!          .  0.   .          !
 1999.2!            * +                       !!          . 0 .   .          !
 1999.3!       *     +                        !!       0  .   .   .          !
 1999.4!         +*                           !!          .   .0  .          !
 2000.1!            + *                       !!          .   . 0 .          !
 2000.2!            *  +                      !!          .0  .   .          !
 2000.3!              +                       !!          .   0   .          !
 2000.4!               +*                     !!          .   .0  .          !
 2001.1!             *   +                    !!          0   .   .          !
 2001.2!              +                       !!          .   0   .          !
 2001.3!          *    +                      !!        0 .   .   .          !
 2001.4!       *   +                          !!         0.   .   .          !
 2002.1!         +*                           !!          .   .0  .          !
 2002.2!           +                          !!          .   0   .          !
 2002.3!          * +                         !!          .0  .   .          !
 2002.4!          *+                          !!          .   0   .          !
 2003.1!         * +                          !!          . 0 .   .          !
 2003.2!         *+                           !!          .  0.   .          !
 2003.3!          +                           !!          .   .0  .          !
 2003.4!          +*                          !!          .   .0  .          !
 2004.1!      *   +                           !!         0.   .   .          !
 2004.2!       + *                            !!          .   . 0 .          !
 2004.3!        *+                            !!          .   0   .          !
 2004.4!       *+                             !!          .  0.   .          !
 2005.1!    *  +                              !!          . 0 .   .          !
 2005.2!   * +                                !!          . 0 .   .          !
 2005.3!    +*                                !!          .   .0  .          !
 2005.4!    * +                               !!          . 0 .   .          !
 2006.1!     +*                               !!          .   .0  .          !
 2006.2!      *+                              !!          .  0.   .          !
 2006.3!      +                               !!          .  0.   .          !
 2006.4!    * +                               !!          .  0.   .          !
 2007.1!    *+                                !!          .   0   .          !
 2007.2! *   +                                !!          0   .   .          !
 2007.3!   +                                  !!          .   0   .          !
 2007.4!   +*                                 !!          .   .0  .          !
 2008.1!    +*                                !!          .   .0  .          !
 2008.2!   *+                                 !!          .  0.   .          !
 2008.3!  * +                                 !!          . 0 .   .          !
 2008.4!    +                                 !!          .   .0  .          !
 2009.1!     + *                              !!          .   .  0.          !
 2009.2!    *  +                              !!          .0  .   .          !
 2009.3!   * +                                !!          .  0.   .          !
 2009.4!    +                                 !!          .   0   .          !
 2010.1!  *  +                                !!          .0  .   .          !
 2010.2! *  +                                 !!          0   .   .          !
 2010.3!  *+                                  !!          .  0.   .          !
 2010.4!    +*                                !!          .   .0  .          !
 2011.1!*     +                               !!        0 .   .   .          !
 2011.2!  +                                   !!          .   0   .          !
 2011.3!*   +                                 !!          0   .   .          !
 2011.4! *+                                   !!          .  0.   .          !
 2012.1!   +                                  !!          .   0   .          !
 2012.2!  *  +                                !!          .0  .   .          !
 2012.3!*   +                                 !!          0   .   .          !
 2012.4*  +                                   !!          .0  .   .          !


     32.98 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOTH=NOPX$Q/THPMM;                                                     
 GENR LAANOTH=LOG(AANOTH+.00001);                                             
 GENR LANOTH=LOG(ANOTH+.00001);                                               
 LHS AANOTH=EXP(LAANOTH)-.00001;                                              
  EQ 1841 LAANOTH C LANOTH(-1) PNOTH;                                         
EQUATION 1188  LAANOTH  
   RHS     C  LANOTH(-1)  PNOTH  
 SMPL 1975.2 2012.4;                                                          
Sample period is now  1975.2 to  2012.4 Internally:    94 to   244
 OLS;EST 1188 PLOT=0;END;                                                     

Equation number = 1188
**********************

Dependent variable = LAANOTH 

 1975.2 -   2012.4,    0 missing obs.,  151 obs. used.

Mean of dependent variable       -5.902451222

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.028251067       0.383320450  -7.90005     1.000000
13973 LANOTH  ( -1)       0.365909452       0.077739944   4.70684    -5.896999
13971 PNOTH   (  0)      -0.816148335       0.150765902  -5.41335     0.877822

SE of equation            =     0.431006811
Sum of squared residuals  =  27.4934969       0.261595190E-10
Average absolute error    =     0.340994574
Sum of ABS residuals      =  51.4901806    
R squared                 =   0.51630
Durbin-Watson statistic   =   2.16455
SMPL and No. Obs.         = 1975.2   2012.4    151

Plot of actual(*) and fitted(+) values and residuals(0)


 1975.2!          *      +                    !!         0    .    .         !
 1975.3!              +       *               !!         .    .    .0        !
 1975.4!            *     +                   !!         .0   .    .         !
 1976.1!               +                    * !!         .    .    .        0!
 1976.2!           *           +              !!      0  .    .    .         !
 1976.3!             +         *              !!         .    .    . 0       !
 1976.4!                   +               *  !!         .    .    .     0   !
 1977.1!                   *    +             !!         .0   .    .         !
 1977.2!                  +     *             !!         .    .    0         !
 1977.3!                    +          *      !!         .    .    .  0      !
 1977.4!                       +              !!         .    0    .         !
 1978.1!        *           +                 !!     0   .    .    .         !
 1978.2!               +                  *   !!         .    .    .       0 !
 1978.3!                  *       +           !!        0.    .    .         !
 1978.4!                    +            *    !!         .    .    .   0     !
 1979.1!                     *   +            !!         . 0  .    .         !
 1979.2!                     +       *        !!         .    .    .0        !
 1979.3!                      *+              !!         .   0.    .         !
 1979.4!                    +      *          !!         .    .    0         !
 1980.1!                     +   *            !!         .    . 0  .         !
 1980.2!                    +     *           !!         .    .   0.         !
 1980.3!                    +*                !!         .    .0   .         !
 1980.4!                   +   *              !!         .    .  0 .         !
 1981.1!                   +       *          !!         .    .    .0        !
 1981.2!                     +    *           !!         .    .  0 .         !
 1981.3!                    +     *           !!         .    .   0.         !
 1981.4!                   + *                !!         .    .0   .         !
 1982.1!                +   *                 !!         .    .  0 .         !
 1982.2!                 +  *                 !!         .    . 0  .         !
 1982.3!                 +      *             !!         .    .    0         !
 1982.4!                   +       *          !!         .    .    0         !
 1983.1!                    * +               !!         .   0.    .         !
 1983.2!                   +     *            !!         .    .    0         !
 1983.3!                     +    *           !!         .    .  0 .         !
 1983.4!                      +   *           !!         .    .  0 .         !
 1984.1!                     +  *             !!         .    . 0  .         !
 1984.2!                     + *              !!         .    . 0  .         !
 1984.3!                     +  *             !!         .    . 0  .         !
 1984.4!             *       +                !!        0.    .    .         !
 1985.1!                 +               *    !!         .    .    .     0   !
 1985.2!                         +            *!         .    .    .   0     !
 1985.3!                          *+          !!         .   0.    .         !
 1985.4!                      +  *            !!         .    . 0  .         !
 1986.1!                       +   *          !!         .    .  0 .         !
 1986.2!                        +       *     !!         .    .    .0        !
 1986.3!                           +        * !!         .    .    . 0       !
 1986.4!                       *    +         !!         .0   .    .         !
 1987.1!                       +  *           !!         .    . 0  .         !
 1987.2!                        +  *          !!         .    . 0  .         !
 1987.3!                        +     *       !!         .    .   0.         !
 1987.4!                     *    +           !!         . 0  .    .         !
 1988.1!                      *+              !!         .    0    .         !
 1988.2!                       +        *     !!         .    .    .0        !
 1988.3!                           +          !!         .    0    .         !
 1988.4!                *        +            !!       0 .    .    .         !
 1989.1!             *      +                 !!         0    .    .         !
 1989.2!                    +    *            !!         .    .   0.         !
 1989.3!                        +    *        !!         .    .   0.         !
 1989.4!                        *+            !!         .   0.    .         !
 1990.1!               *       +              !!         0    .    .         !
 1990.2!                     +     *          !!         .    .   0.         !
 1990.3!                      *+              !!         .   0.    .         !
 1990.4!                     +*               !!         .    .0   .         !
 1991.1!               *      +               !!         0    .    .         !
 1991.2!                    +    *            !!         .    .  0 .         !
 1991.3!                        +             !!         .    0    .         !
 1991.4!                       +   *          !!         .    .  0 .         !
 1992.1!               *         +            !!       0 .    .    .         !
 1992.2!                     +   *            !!         .    .  0 .         !
 1992.3!                        +*            !!         .    .0   .         !
 1992.4!                  *     +             !!         .0   .    .         !
 1993.1!               *      +               !!         0    .    .         !
 1993.2!                     +     *          !!         .    .   0.         !
 1993.3!                          + *         !!         .    . 0  .         !
 1993.4!                           +  *       !!         .    .  0 .         !
 1994.1!                      *     +         !!         .0   .    .         !
 1994.2!                        +*            !!         .    .0   .         !
 1994.3!                       * +            !!         .  0 .    .         !
 1994.4!                        + *           !!         .    .0   .         !
 1995.1!                         + *          !!         .    .0   .         !
 1995.2!                        * +           !!         .   0.    .         !
 1995.3!                         + *          !!         .    .0   .         !
 1995.4!                     *    +           !!         . 0  .    .         !
 1996.1!                       +          *   !!         .    .    .  0      !
 1996.2!                    *       +         !!        0.    .    .         !
 1996.3!                      +    *          !!         .    .  0 .         !
 1996.4!                     *  +             !!         .  0 .    .         !
 1997.1!                   *   +              !!         . 0  .    .         !
 1997.2!                      +  *            !!         .    . 0  .         !
 1997.3!                        +    *        !!         .    .  0 .         !
 1997.4!                         +*           !!         .    0    .         !
 1998.1!             *           +            !!     0   .    .    .         !
 1998.2!                    +      *          !!         .    .    0         !
 1998.3!                         +   *        !!         .    .  0 .         !
 1998.4!      *                    +          !0         .    .    .         !
 1999.1!               *  +                   !!         .  0 .    .         !
 1999.2!                   * +                !!         .   0.    .         !
 1999.3!               *     +                !!         .0   .    .         !
 1999.4!              *     +                 !!         .0   .    .         !
 2000.1!      *           +                   !!     0   .    .    .         !
 2000.2!                +                     !!         .    0    .         !
 2000.3!         *        +                   !!       0 .    .    .         !
 2000.4!     *          +                     !!      0  .    .    .         !
 2001.1!              + *                     !!         .    .0   .         !
 2001.2!            *     +                   !!         .0   .    .         !
 2001.3!                *+                    !!         .   0.    .         !
 2001.4!                    +                 !!         .    0    .         !
 2002.1!                  *  +                !!         .  0 .    .         !
 2002.2!                   *+                 !!         .   0.    .         !
 2002.3!                   *+                 !!         .    0    .         !
 2002.4!               *    +                 !!         . 0  .    .         !
 2003.1!          *       +                   !!         0    .    .         !
 2003.2!               *+                     !!         .   0.    .         !
 2003.3!              *   +                   !!         . 0  .    .         !
 2003.4!             *   +                    !!         . 0  .    .         !
 2004.1!                *+                    !!         .   0.    .         !
 2004.2!        *        +                    !!        0.    .    .         !
 2004.3!       *     +                        !!         0    .    .         !
 2004.4!    *       +                         !!        0.    .    .         !
 2005.1!        * +                           !!         .  0 .    .         !
 2005.2*            +                         !!     0   .    .    .         !
 2005.3!*      +                              !!         0    .    .         !
 2005.4!    *  +                              !!         .  0 .    .         !
 2006.1!       +*                             !!         .    .0   .         !
 2006.2*        +                             !!       0 .    .    .         !
 2006.3!     +   *                            !!         .    .  0 .         !
 2006.4!    *    +                            !!         .0   .    .         !
 2007.1!        +   *                         !!         .    .  0 .         !
 2007.2!          +  *                        !!         .    .  0 .         !
 2007.3!          +*                          !!         .    .0   .         !
 2007.4!    *  +                              !!         .  0 .    .         !
 2008.1!   +                                  !!         .   0.    .         !
 2008.2!+     *                               !!         .    .   0.         !
 2008.3!    +    *                            !!         .    .   0.         !
 2008.4!      *  +                            !!         . 0  .    .         !
 2009.1!     *   +                            !!         . 0  .    .         !
 2009.2!*        +                            !!       0 .    .    .         !
 2009.3!       +     *                        !!         .    .   0.         !
 2009.4! *         +                          !!       0 .    .    .         !
 2010.1!      +                               !!         .    0    .         !
 2010.2!     *   +                            !!         . 0  .    .         !
 2010.3!   *    +                             !!         . 0  .    .         !
 2010.4!     *+                               !!         .   0.    .         !
 2011.1!   * +                                !!         .   0.    .         !
 2011.2!*   +                                 !!         . 0  .    .         !
 2011.3!   +  *                               !!         .    . 0  .         !
 2011.4!   * +                                !!         .   0.    .         !
 2012.1!   +   *                              !!         .    .  0 .         !
 2012.2!  *   +                               !!         . 0  .    .         !
 2012.3! *  +                                 !!         .  0 .    .         !
 2012.4!   +     *                            !!         .    .   0.         !


     29.14 percent of the residuals exceed 1 SE
      3.31 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWTH=SWPX$Q/THPMM;                                                     
 GENR LAASWTH=LOG(AASWTH+.00001);                                             
 GENR LASWTH=LOG(ASWTH+.00001);                                               
 LHS AASWTH=EXP(LAASWTH)-.00001;                                              
  EQ 1842 LAASWTH C LASWTH(-1) PSWTH;                                         
EQUATION 1189  LAASWTH  
   RHS     C  LASWTH(-1)  PSWTH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1189 PLOT=0;END;                                                     

Equation number = 1189
**********************

Dependent variable = LAASWTH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.946377274

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.026154722       0.249436289  -4.11390     1.000000
13976 LASWTH  ( -1)       0.723238171       0.051084646  14.15764    -4.943615
13974 PSWTH   (  0)      -0.315355423       0.155904538  -2.02275     1.093405

SE of equation            =     0.294557058
Sum of squared residuals  =  16.0513141      -0.389999144E-11
Average absolute error    =     0.222704466
Sum of ABS residuals      =  41.8684397    
R squared                 =   0.58328
Durbin-Watson statistic   =   2.40272
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                  * +                 !!         .  0 .    .         !
 1966.2!                  +      *            !!         .    .    .0        !
 1966.3!               *        +             !!      0  .    .    .         !
 1966.4!                 +         *          !!         .    .    .   0     !
 1967.1!                     *   +            !!         .0   .    .         !
 1967.2!                      +               !!         .    0    .         !
 1967.3!           *           +              !!   0     .    .    .         !
 1967.4!              +              *        !!         .    .    .       0 !
 1968.1!                       *   +          !!         .0   .    .         !
 1968.2!                      + *             !!         .    . 0  .         !
 1968.3!                       +        *     !!         .    .    . 0       !
 1968.4!                             +     *  !!         .    .    0         !
 1969.1!                              *+      !!         .   0.    .         !
 1969.2!                            +*        !!         .    . 0  .         !
 1969.3!                           + *        !!         .    . 0  .         !
 1969.4!                         * +          !!         .  0 .    .         !
 1970.1!                        +   *         !!         .    .   0.         !
 1970.2!                          +*          !!         .    .0   .         !
 1970.3!                      *  +            !!         . 0  .    .         !
 1970.4!               *     +                !!         0    .    .         !
 1971.1!                 +  *                 !!         .    .  0 .         !
 1971.2!                    +*                !!         .    .0   .         !
 1971.3!          *          +                !!     0   .    .    .         !
 1971.4!             +    *                   !!         .    .   0.         !
 1972.1!                  + *                 !!         .    .0   .         !
 1972.2!                    +     *           !!         .    .    0         !
 1972.3!                    *    +            !!         .0   .    .         !
 1972.4!                 *  +                 !!         . 0  .    .         !
 1973.1!                  +        *          !!         .    .    .  0      !
 1973.2!                *       +             !!       0 .    .    .         !
 1973.3!                +          *          !!         .    .    .    0    !
 1973.4!                        + *           !!         .    . 0  .         !
 1974.1!                        +             !!         .    .0   .         !
 1974.2!                   *   +              !!         . 0  .    .         !
 1974.3!                   +      *           !!         .    .    .0        !
 1974.4!                       +              *!         .    .    .        0!
 1975.1!                  *            +      !!  0      .    .    .         !
 1975.2!               +                      !!         .    0    .         !
 1975.3!              +                       !!         .   0.    .         !
 1975.4!            + *                       !!         .    . 0  .         !
 1976.1!              +  *                    !!         .    .  0 .         !
 1976.2!               + *                    !!         .    .  0 .         !
 1976.3!               +     *                !!         .    .    0         !
 1976.4!                   +*                 !!         .    . 0  .         !
 1977.1!                *  +                  !!         . 0  .    .         !
 1977.2!               +             *        !!         .    .    .      0  !
 1977.3!                     *   +            !!         . 0  .    .         !
 1977.4!                    +          *      !!         .    .    .    0    !
 1978.1!                           + *        !!         .    . 0  .         !
 1978.2!                          +     *     !!         .    .    0         !
 1978.3!                           * +        !!         .  0 .    .         !
 1978.4!                        +  *          !!         .    .  0 .         !
 1979.1!                         +      *     !!         .    .    .0        !
 1979.2!                             +*       !!         .    .0   .         !
 1979.3!                    *      +          !!        0.    .    .         !
 1979.4!                    +   *             !!         .    .   0.         !
 1980.1!                       + *            !!         .    .0   .         !
 1980.2!                       +   *          !!         .    .  0 .         !
 1980.3!                        +         *   !!         .    .    .   0     !
 1980.4!                              +       !!         .    0    .         !
 1981.1!                           + *        !!         .    . 0  .         !
 1981.2!                      *    +          !!         .0   .    .         !
 1981.3!                  *   +               !!         . 0  .    .         !
 1981.4!                 * +                  !!         .   0.    .         !
 1982.1!                 +   *                !!         .    .  0 .         !
 1982.2!                    +                 !!         .    0    .         !
 1982.3!                    + *               !!         .    . 0  .         !
 1982.4!                      *+              !!         .    0    .         !
 1983.1!                      *+              !!         .   0.    .         !
 1983.2!                      +     *         !!         .    .    0         !
 1983.3!                          *+          !!         .   0.    .         !
 1983.4!                          + *         !!         .    . 0  .         !
 1984.1!                           +  *       !!         .    .  0 .         !
 1984.2!                            +   *     !!         .    .   0.         !
 1984.3!                         *    +       !!         0    .    .         !
 1984.4!                         +        *   !!         .    .    .   0     !
 1985.1!                                +     !!         .    0    .         !
 1985.2!                       *      +       !!        0.    .    .         !
 1985.3!                   *    +             !!         .0   .    .         !
 1985.4!                     +  *             !!         .    .  0 .         !
 1986.1!                        +     *       !!         .    .    .0        !
 1986.2!                            +    *    !!         .    .    0         !
 1986.3!                            * +       !!         .  0 .    .         !
 1986.4!                  *        +          !!       0 .    .    .         !
 1987.1!                   +*                 !!         .    .0   .         !
 1987.2!                    +                 !!         .    0    .         !
 1987.3!                    +   *             !!         .    .  0 .         !
 1987.4!                     * +              !!         .  0 .    .         !
 1988.1!                     +                !!         .    0    .         !
 1988.2!                     +   *            !!         .    .   0.         !
 1988.3!                      * +             !!         .  0 .    .         !
 1988.4!                     + *              !!         .    .0   .         !
 1989.1!                      + *             !!         .    .0   .         !
 1989.2!                       +              !!         .    0    .         !
 1989.3!                    * +               !!         .  0 .    .         !
 1989.4!                   +    *             !!         .    .   0.         !
 1990.1!                      *+              !!         .    0    .         !
 1990.2!                      +               !!         .    0    .         !
 1990.3!                     +*               !!         .    .0   .         !
 1990.4!                     +     *          !!         .    .    0         !
 1991.1!                       *+             !!         .   0.    .         !
 1991.2!                      +               !!         .   0.    .         !
 1991.3!               *     +                !!        0.    .    .         !
 1991.4!                +   *                 !!         .    .  0 .         !
 1992.1!                    +    *            !!         .    .    0         !
 1992.2!                *       +             !!       0 .    .    .         !
 1992.3!                +    *                !!         .    .   0.         !
 1992.4!                    *+                !!         .  0 .    .         !
 1993.1!                    +    *            !!         .    .   0.         !
 1993.2!                        +   *         !!         .    .  0 .         !
 1993.3!                         * +          !!         .  0 .    .         !
 1993.4!                        + *           !!         .    . 0  .         !
 1994.1!                         +            !!         .    0    .         !
 1994.2!                         +*           !!         .    .0   .         !
 1994.3!                        *+            !!         .   0.    .         !
 1994.4!                        +  *          !!         .    .  0 .         !
 1995.1!                          +           !!         .    0    .         !
 1995.2!                         +  *         !!         .    . 0  .         !
 1995.3!                    *     +           !!         0    .    .         !
 1995.4!                    +  *              !!         .    .  0 .         !
 1996.1!                      + *             !!         .    .0   .         !
 1996.2!                      +  *            !!         .    .  0 .         !
 1996.3!                        +   *         !!         .    .   0.         !
 1996.4!                         +*           !!         .    .0   .         !
 1997.1!                         +  *         !!         .    . 0  .         !
 1997.2!                          + *         !!         .    . 0  .         !
 1997.3!                         *+           !!         .    0    .         !
 1997.4!                    *   +             !!         . 0  .    .         !
 1998.1!            *       +                 !!       0 .    .    .         !
 1998.2!         *    +                       !!         .0   .    .         !
 1998.3!         *  +                         !!         .  0 .    .         !
 1998.4!            + *                       !!         .    . 0  .         !
 1999.1!               +*                     !!         .    .0   .         !
 1999.2!          *      +                    !!       0 .    .    .         !
 1999.3!             +    *                   !!         .    .    0         !
 1999.4!               *   +                  !!         . 0  .    .         !
 2000.1!                 +*                   !!         .    . 0  .         !
 2000.2!                  *+                  !!         .   0.    .         !
 2000.3!                *  +                  !!         . 0  .    .         !
 2000.4!                 *+                   !!         .   0.    .         !
 2001.1!                  +      *            !!         .    .    .0        !
 2001.2!                     *  +             !!         . 0  .    .         !
 2001.3!                    *+                !!         .   0.    .         !
 2001.4!                     +*               !!         .    .0   .         !
 2002.1!                      + *             !!         .    .0   .         !
 2002.2!                      *+              !!         .   0.    .         !
 2002.3!                   *  +               !!         . 0  .    .         !
 2002.4!                   +*                 !!         .    .0   .         !
 2003.1!              *     +                 !!         0    .    .         !
 2003.2!                +                     !!         .    0    .         !
 2003.3!           *     +                    !!         0    .    .         !
 2003.4!            *+                        !!         .   0.    .         !
 2004.1!       *      +                       !!        0.    .    .         !
 2004.2!        * +                           !!         .  0 .    .         !
 2004.3!        *  +                          !!         .  0 .    .         !
 2004.4!         * +                          !!         .  0 .    .         !
 2005.1!      *    +                          !!         .0   .    .         !
 2005.2!       *  +                           !!         . 0  .    .         !
 2005.3!     *    +                           !!         .0   .    .         !
 2005.4!         + *                          !!         .    .0   .         !
 2006.1!      *      +                        !!        0.    .    .         !
 2006.2!          + *                         !!         .    . 0  .         !
 2006.3!    *        +                        !!     0   .    .    .         !
 2006.4!       +*                             !!         .    .0   .         !
 2007.1!   *      +                           !!        0.    .    .         !
 2007.2!   *   +                              !!         . 0  .    .         !
 2007.3!   *   +                              !!         . 0  .    .         !
 2007.4!  *    +                              !!         .0   .    .         !
 2008.1!      +                               !!         .    0    .         !
 2008.2!        +                             !!         .    0    .         !
 2008.3!   *       +                          !!       0 .    .    .         !
 2008.4!    *  +                              !!         . 0  .    .         !
 2009.1!        + *                           !!         .    .0   .         !
 2009.2!       *    +                         !!         0    .    .         !
 2009.3!         *+                           !!         .   0.    .         !
 2009.4!       *   +                          !!         .0   .    .         !
 2010.1!     *    +                           !!         .0   .    .         !
 2010.2*         +                            !!     0   .    .    .         !
 2010.3! *  +                                 !!         . 0  .    .         !
 2010.4!      +    *                          !!         .    .    0         !
 2011.1!             +               *        !!         .    .    .        0!
 2011.2!         *                +           !0         .    .    .         !
 2011.3!        *   +                         !!         . 0  .    .         !
 2011.4!           +         *                !!         .    .    .   0     !
 2012.1!        *           +                 !!   0     .    .    .         !
 2012.2!          *+                          !!         .   0.    .         !
 2012.3!     *      +                         !!       0 .    .    .         !
 2012.4!         +*                           !!         .    .0   .         !


     28.19 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ  1843 LAAGRTH C LAGRTH(-1) PGRTH;SMPL 1983.1 2012.4;OLS;EST 1843 PLOT=0;EN
@EQ  1844 LAAIRTH C LAIRTH(-1) PIRTH;SMPL 1978.2 2012.4;OLS;EST 1844 PLOT=0;EN
@EQ  1845 LAAPOTH C LAPOTH(-1) PPOTH;SMPL 1979.2 2012.4;OLS;EST 1845 PLOT=0;EN
@@EQ 1846 LAASPTH C LASPTH(-1) PSPTH;SMPL 1992.3 2012.4;OLS;EST 1846 PLOT=0;EN
@EQ  1847 LAANZTH C LANZTH(-1) PNZTH;SMPL 1972.3 2012.4;OLS;EST 1847 PLOT=0;EN
@@EQ 1848 LAASATH C LASATH(-1) PSATH;SMPL 1966.1 2012.4;OLS;EST 1848 PLOT=0;EN
@@EQ 1849 LAAVETH C LAVETH(-1) PVETH;SMPL 2013.1 2012.4;OLS;EST 1849 PLOT=0;EN
@EQ  1850 LAACOTH C LACOTH(-1) PCOTH;SMPL 1989.3 2012.4;OLS;EST 1850 PLOT=0;EN
@EQ  1851 LAAJOTH C LAJOTH(-1) PJOTH;SMPL 1990.3 2012.4;OLS;EST 1851 PLOT=0;EN
@@EQ 1852 LAASYTH C LASYTH(-1) PSYTH;SMPL 2009.4 2012.4;OLS;EST 1852 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDTH=IDPX$Q/THPMM;                                                     
 GENR LAAIDTH=LOG(AAIDTH+.00001);                                             
 GENR LAIDTH=LOG(AIDTH+.00001);                                               
 LHS AAIDTH=EXP(LAAIDTH)-.00001;                                              
  EQ 1853 LAAIDTH C LAIDTH(-1) PIDTH;                                         
EQUATION 1190  LAAIDTH  
   RHS     C  LAIDTH(-1)  PIDTH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1190 PLOT=0;END;                                                     

Equation number = 1190
**********************

Dependent variable = LAAIDTH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.898441128

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.595789707       0.194426774  -3.06434     1.000000
13979 LAIDTH  ( -1)       0.857592911       0.037287452  22.99950    -4.906153
13977 PIDTH   (  0)      -0.081095301       0.086272282  -0.93999     1.173549

SE of equation            =     0.244206566
Sum of squared residuals  =  11.0328166      -0.213997708E-10
Average absolute error    =     0.178118128
Sum of ABS residuals      =  33.4862080    
R squared                 =   0.74925
Durbin-Watson statistic   =   2.17483
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!         *   +                        !!          0   .   .          !
 1966.2!           +                          !!          .   0   .          !
 1966.3!             +*                       !!          .   . 0 .          !
 1966.4!                +   *                 !!          .   .   0          !
 1967.1!                     + *              !!          .   .  0.          !
 1967.2!                        +*            !!          .   .0  .          !
 1967.3!                         +*           !!          .   .0  .          !
 1967.4!                          + *         !!          .   . 0 .          !
 1968.1!                           +          !!          .   0   .          !
 1968.2!                         * +          !!          .  0.   .          !
 1968.3!                       * +            !!          . 0 .   .          !
 1968.4!                       +*             !!          .   .0  .          !
 1969.1!                        +*            !!          .   .0  .          !
 1969.2!                       * +            !!          .  0.   .          !
 1969.3!                       +*             !!          .   .0  .          !
 1969.4!                        +             !!          .   0   .          !
 1970.1!                      * +             !!          . 0 .   .          !
 1970.2!                     *+               !!          . 0 .   .          !
 1970.3!                   * +                !!          . 0 .   .          !
 1970.4!                   *+                 !!          .  0.   .          !
 1971.1!                   *+                 !!          .  0.   .          !
 1971.2!                   +                  !!          .  0.   .          !
 1971.3!                  *+                  !!          . 0 .   .          !
 1971.4!                   +*                 !!          .   .0  .          !
 1972.1!                   *+                 !!          . 0 .   .          !
 1972.2!                   +                  !!          .   0   .          !
 1972.3!                    +                 !!          .   0   .          !
 1972.4!                     +                !!          .   0   .          !
 1973.1!           *         +                !!   0      .   .   .          !
 1973.2*            +                         !! 0        .   .   .          !
 1973.3!  +             *                     !!          .   .   .        0 !
 1973.4!                 +  *                 !!          .   .  0.          !
 1974.1!                   *+                 !!          . 0 .   .          !
 1974.2!                 *  +                 !!          .0  .   .          !
 1974.3!            *     +                   !!         0.   .   .          !
 1974.4!              +       *               !!          .   .   .  0       !
 1975.1!              *       +               !!      0   .   .   .          !
 1975.2!   *           +                      !!  0       .   .   .          !
 1975.3!      +    *                          !!          .   .   . 0        !
 1975.4!             +      *                 !!          .   .   .  0       !
 1976.1!                     +     *          !!          .   .   . 0        !
 1976.2!                          + *         !!          .   .  0.          !
 1976.3!                           +          !!          .  0.   .          !
 1976.4!                       *  +           !!          0   .   .          !
 1977.1!                      *+              !!          .  0.   .          !
 1977.2!                      +*              !!          .   .0  .          !
 1977.3!                       +              !!          .   0   .          !
 1977.4!             *         +              !!    0     .   .   .          !
 1978.1!               +                      !!          .   .0  .          !
 1978.2!                 +*                   !!          .   .0  .          !
 1978.3!              *    +                  !!         0.   .   .          !
 1978.4!               +   *                  !!          .   .  0.          !
 1979.1!                   +   *              !!          .   .   0          !
 1979.2!                        +*            !!          .   .0  .          !
 1979.3!                   *     +            !!        0 .   .   .          !
 1979.4!                    + *               !!          .   . 0 .          !
 1980.1!            *         +               !!   0      .   .   .          !
 1980.2!              +   *                   !!          .   .   .0         !
 1980.3!               *   +                  !!          0   .   .          !
 1980.4!                 +              *     !!          .   .   .          0
 1981.1!                         *     +      !!        0 .   .   .          !
 1981.2!                     *   +            !!          0   .   .          !
 1981.3!              *       +               !!       0  .   .   .          !
 1981.4!                +                     !!          .   0   .          !
 1982.1!                *+                    !!          .  0.   .          !
 1982.2!                 *+                   !!          .  0.   .          !
 1982.3!               *  +                   !!          .0  .   .          !
 1982.4!              * +                     !!          . 0 .   .          !
 1983.1!               +   *                  !!          .   .  0.          !
 1983.2!                  * +                 !!          . 0 .   .          !
 1983.3!                   +*                 !!          .   0   .          !
 1983.4!                 *   +                !!          .0  .   .          !
 1984.1!              *    +                  !!         0.   .   .          !
 1984.2!           *   +                      !!          0   .   .          !
 1984.3!            *+                        !!          .  0.   .          !
 1984.4!     *        +                       !!     0    .   .   .          !
 1985.1!        +*                            !!          .   .0  .          !
 1985.2!           +*                         !!          .   .0  .          !
 1985.3!          *   +                       !!          0   .   .          !
 1985.4!       *    +                         !!        0 .   .   .          !
 1986.1!         +    *                       !!          .   .   .0         !
 1986.2!               *+                     !!          .  0.   .          !
 1986.3!                +    *                !!          .   .   0          !
 1986.4!                     +  *             !!          .   . 0 .          !
 1987.1!                        +  *          !!          .   .  0.          !
 1987.2!                      *    +          !!         0.   .   .          !
 1987.3!                  *    +              !!         0.   .   .          !
 1987.4!                *  +                  !!          .0  .   .          !
 1988.1!                  +  *                !!          .   .  0.          !
 1988.2!                  *   +               !!          0   .   .          !
 1988.3!                *  +                  !!          .0  .   .          !
 1988.4!                 +*                   !!          .   .0  .          !
 1989.1!                   +   *              !!          .   .   0          !
 1989.2!                        + *           !!          .   .  0.          !
 1989.3!                        * +           !!          . 0 .   .          !
 1989.4!                        +*            !!          .   .0  .          !
 1990.1!                         *+           !!          .   0   .          !
 1990.2!                        *+            !!          . 0 .   .          !
 1990.3!                      * +             !!          . 0 .   .          !
 1990.4!                       + *            !!          .   . 0 .          !
 1991.1!                       * +            !!          . 0 .   .          !
 1991.2!                      *+              !!          . 0 .   .          !
 1991.3!                      +  *            !!          .   .  0.          !
 1991.4!                      *   +           !!          .0  .   .          !
 1992.1!                       +              !!          .   0   .          !
 1992.2!                       +     *        !!          .   .   .0         !
 1992.3!                       *    +         !!         0.   .   .          !
 1992.4!                        +*            !!          .   .0  .          !
 1993.1!                         + *          !!          .   .0  .          !
 1993.2!                          *+          !!          .  0.   .          !
 1993.3!                          +  *        !!          .   .  0.          !
 1993.4!                            +  *      !!          .   . 0 .          !
 1994.1!                              +*      !!          .   .0  .          !
 1994.2!                            * +       !!          .0  .   .          !
 1994.3!                         *  +         !!          . 0 .   .          !
 1994.4!                          +*          !!          .   .0  .          !
 1995.1!                           + *        !!          .   . 0 .          !
 1995.2!                           * +        !!          . 0 .   .          !
 1995.3!                           +*         !!          .   .0  .          !
 1995.4!                            + *       !!          .   . 0 .          !
 1996.1!                              +*      !!          .   .0  .          !
 1996.2!                           *  +       !!          0   .   .          !
 1996.3!                           +*         !!          .   .0  .          !
 1996.4!                         *  +         !!          .0  .   .          !
 1997.1!                         +  *         !!          .   .  0.          !
 1997.2!                         *  +         !!          .0  .   .          !
 1997.3!                       * +            !!          . 0 .   .          !
 1997.4!                       +         *    !!          .   .   .     0    !
 1998.1!                          *     +     !!        0 .   .   .          !
 1998.2!                          +*          !!          .   .0  .          !
 1998.3!                           +   *      !!          .   .   0          !
 1998.4!                         *     +      !!        0 .   .   .          !
 1999.1!                         +    *       !!          .   .   .0         !
 1999.2!                              +  *    !!          .   .  0.          !
 1999.3!                                +     !!          .   0   .          !
 1999.4!                              *+      !!          .  0.   .          !
 2000.1!                              + *     !!          .   . 0 .          !
 2000.2!                               +*     !!          .   .0  .          !
 2000.3!                               +      !!          .   0   .          !
 2000.4!                              *+      !!          .  0.   .          !
 2001.1!                              +  *    !!          .   .   0          !
 2001.2!                                +  *  !!          .   .  0.          !
 2001.3!                                  +*  !!          .   .0  .          !
 2001.4!                                 *+   !!          .   0   .          !
 2002.1!                                 +  * !!          .   .  0.          !
 2002.2!                                   + *!!          .   .  0.          !
 2002.3!                                   *+ !!          .  0.   .          !
 2002.4!                                  +   *!          .   .   0          !
 2003.1!                                   *+ !!          .  0.   .          !
 2003.2!                                  + * !!          .   . 0 .          !
 2003.3!                                   +  !!          .   .0  .          !
 2003.4!                                  +*  !!          .   .0  .          !
 2004.1!                                 +*   !!          .   .0  .          !
 2004.2!                                *+    !!          .  0.   .          !
 2004.3!                               *+     !!          .   0   .          !
 2004.4!                            * +       !!          . 0 .   .          !
 2005.1!                            +     *   !!          .   .   . 0        !
 2005.2!                                +*    !!          .   0   .          !
 2005.3!                           *    +     !!          0   .   .          !
 2005.4!                           + *        !!          .   .  0.          !
 2006.1!                             +  *     !!          .   .  0.          !
 2006.2!                               + *    !!          .   . 0 .          !
 2006.3!                                +*    !!          .   .0  .          !
 2006.4!                               +*     !!          .   0   .          !
 2007.1!                               +   *  !!          .   .   0          !
 2007.2!                                *+    !!          .  0.   .          !
 2007.3!                               +*     !!          .   .0  .          !
 2007.4!                               +    * !!          .   .   .0         !
 2008.1!                                 *+   !!          .  0.   .          !
 2008.2!                               +   *  !!          .   .  0.          !
 2008.3!                                 +  * !!          .   .  0.          !
 2008.4!                                  *+  !!          .  0.   .          !
 2009.1!                                +  *  !!          .   .  0.          !
 2009.2!                               * +    !!          . 0 .   .          !
 2009.3!                              +    *  !!          .   .   0          !
 2009.4!                                 +*   !!          .   .0  .          !
 2010.1!                               *+     !!          .  0.   .          !
 2010.2!                              +*      !!          .   .0  .          !
 2010.3!                             *+       !!          .  0.   .          !
 2010.4!                            +      *  !!          .   .   .  0       !
 2011.1!                                 +    *!          .   .   .0         !
 2011.2!                               *   +  !!          0   .   .          !
 2011.3!                             *+       !!          .  0.   .          !
 2011.4!                            +     *   !!          .   .   . 0        !
 2012.1!                                +     !!          .   0   .          !
 2012.2!                               +*     !!          .   .0  .          !
 2012.3!                               +    * !!          .   .   .0         !
 2012.4!                                 + *  !!          .   . 0 .          !


     26.06 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMATH=MAPX$Q/THPMM;                                                     
 GENR LAAMATH=LOG(AAMATH+.00001);                                             
 GENR LAMATH=LOG(AMATH+.00001);                                               
 LHS AAMATH=EXP(LAAMATH)-.00001;                                              
  EQ 1854 LAAMATH C LAMATH(-1) PMATH;                                         
EQUATION 1191  LAAMATH  
   RHS     C  LAMATH(-1)  PMATH  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST 1191 PLOT=0;END;                                                     

Equation number = 1191
**********************

Dependent variable = LAAMATH 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -3.303345518

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.169932729       0.090268720  -1.88252     1.000000
13982 LAMATH  ( -1)       0.927522175       0.028670416  32.35119    -3.315607
13980 PMATH   (  0)      -0.049119179       0.075585130  -0.64985     1.183115

SE of equation            =     0.264453089
Sum of squared residuals  =  12.5184431       0.137134748E-11
Average absolute error    =     0.186438010
Sum of ABS residuals      =  33.9317179    
R squared                 =   0.89480
Durbin-Watson statistic   =   2.39123
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3!           *+                         !!           .  0  .           !
 1967.4!             +                        !!           .  0  .           !
 1968.1!              +*                      !!           .  .0 .           !
 1968.2!               *+                     !!           . 0.  .           !
 1968.3!               *+                     !!           . 0.  .           !
 1968.4!               *+                     !!           . 0.  .           !
 1969.1!               *+                     !!           . 0.  .           !
 1969.2!            *   +                     !!          0.  .  .           !
 1969.3!            *+                        !!           . 0.  .           !
 1969.4!             *+                       !!           . 0.  .           !
 1970.1!            * +                       !!           .0 .  .           !
 1970.2!             +                        !!           .  0  .           !
 1970.3!              +*                      !!           .  .0 .           !
 1970.4!                + *                   !!           .  . 0.           !
 1971.1!                   +*                 !!           .  .0 .           !
 1971.2!                     +                !!           .  .0 .           !
 1971.3!                     *+               !!           . 0.  .           !
 1971.4!                    * +               !!           . 0.  .           !
 1972.1!                 *   +                !!           0  .  .           !
 1972.2!                 *+                   !!           . 0.  .           !
 1972.3!              *   +                   !!           0  .  .           !
 1972.4!            *  +                      !!           0  .  .           !
 1973.1!          *   +                       !!          0.  .  .           !
 1973.2!        *  +                          !!           0  .  .           !
 1973.3!       *  +                           !!           .0 .  .           !
 1973.4!      *  +                            !!           0  .  .           !
 1974.1!     * +                              !!           .0 .  .           !
 1974.2*      +                               !!       0   .  .  .           !
 1974.3! +               *                    !!           .  .  .           0
 1974.4!                 +*                   !!           .  .0 .           !
 1975.1!         *         +                  !!     0     .  .  .           !
 1975.2!          +     *                     !!           .  .  . 0         !
 1975.3!                +   *                 !!           .  .  0           !
 1975.4!                   *+                 !!           . 0.  .           !
 1976.1!                   +                  !!           . 0.  .           !
 1976.2!                   +                  !!           .  0  .           !
 1976.3!                    +*                !!           .  .0 .           !
 1976.4!                 *   +                !!           0  .  .           !
 1977.1!                  +    *              !!           .  .  .0          !
 1977.2!              *        +              !!      0    .  .  .           !
 1977.3!             * +                      !!           .0 .  .           !
 1977.4!              +  *                    !!           .  .  0           !
 1978.1!                 *+                   !!           . 0.  .           !
 1978.2!                  + *                 !!           .  . 0.           !
 1978.3!                 *   +                !!           0  .  .           !
 1978.4!                  +*                  !!           .  .0 .           !
 1979.1!                    +*                !!           .  . 0.           !
 1979.2!                      +               !!           .  0  .           !
 1979.3!             *        +               !!      0    .  .  .           !
 1979.4!              +     *                 !!           .  .  .  0        !
 1980.1!                    +*                !!           .  .0 .           !
 1980.2!                  *   +               !!           0  .  .           !
 1980.3!                   + *                !!           .  . 0.           !
 1980.4!                    *+                !!           . 0.  .           !
 1981.1!              *     +                 !!        0  .  .  .           !
 1981.2!               +     *                !!           .  .  .  0        !
 1981.3!                  *   +               !!           0  .  .           !
 1981.4!                   +   *              !!           .  .  .0          !
 1982.1!                       +  *           !!           .  .  0           !
 1982.2!                          +  *        !!           .  . 0.           !
 1982.3!                             +*       !!           .  .0 .           !
 1982.4!                             +    *   !!           .  .  .0          !
 1983.1!                                  +*  !!           .  .0 .           !
 1983.2!                                 * +  !!           .0 .  .           !
 1983.3!                                +     !!           .  0  .           !
 1983.4!                          *     +     !!         0 .  .  .           !
 1984.1!                          +   *       !!           .  .  .0          !
 1984.2!                          *   +       !!          0.  .  .           !
 1984.3!                          +           !!           .  .0 .           !
 1984.4!                          +           !!           .  0  .           !
 1985.1!                          +    *      !!           .  .  .0          !
 1985.2!                               + *    !!           .  . 0.           !
 1985.3!                                 +    !!           .  0  .           !
 1985.4!                               * +    !!           . 0.  .           !
 1986.1!                               +    * !!           .  .  .0          !
 1986.2!                                *  +  !!           0  .  .           !
 1986.3!                               *+     !!           . 0.  .           !
 1986.4!                               +      !!           .  0  .           !
 1987.1!                               +   *  !!           .  .  .0          !
 1987.2!                                 * +  !!           . 0.  .           !
 1987.3!                              *  +    !!           0  .  .           !
 1987.4!                           *  +       !!           .0 .  .           !
 1988.1!                            +  *      !!           .  .  0           !
 1988.2!                         *     +      !!         0 .  .  .           !
 1988.3!                      *   +           !!           0  .  .           !
 1988.4!                      *+              !!           . 0.  .           !
 1989.1!                      +  *            !!           .  .  0           !
 1989.2!                         + *          !!           .  . 0.           !
 1989.3!                         *  +         !!           .0 .  .           !
 1989.4!                          +    *      !!           .  .  .0          !
 1990.1!                             * +      !!           . 0.  .           !
 1990.2!                           *  +       !!           .0 .  .           !
 1990.3!                            +    *    !!           .  .  . 0         !
 1990.4!                               * +    !!           .0 .  .           !
 1991.1!                              *+      !!           . 0.  .           !
 1991.2!                              +*      !!           .  0  .           !
 1991.3!                              *+      !!           . 0.  .           !
 1991.4!                              +*      !!           .  .0 .           !
 1992.1!                              *+      !!           . 0.  .           !
 1992.2!                               +  *   !!           .  .  0           !
 1992.3!                                * +   !!           .0 .  .           !
 1992.4!                               *+     !!           . 0.  .           !
 1993.1!                               +*     !!           .  0  .           !
 1993.2!                                +     !!           .  .0 .           !
 1993.3!                                +*    !!           .  0  .           !
 1993.4!                                *+    !!           . 0.  .           !
 1994.1!                                + *   !!           .  . 0.           !
 1994.2!                                  +   !!           .  0  .           !
 1994.3!                               *  +   !!           .0 .  .           !
 1994.4!                              *+      !!           . 0.  .           !
 1995.1!                              +*      !!           .  .0 .           !
 1995.2!                               +      !!           .  0  .           !
 1995.3!                              *+      !!           .0 .  .           !
 1995.4!                              +*      !!           .  .0 .           !
 1996.1!                               + *    !!           .  . 0.           !
 1996.2!                                *+    !!           .  0  .           !
 1996.3!                              * +     !!           .0 .  .           !
 1996.4!                              + *     !!           .  . 0.           !
 1997.1!                                +*    !!           .  .0 .           !
 1997.2!                               * +    !!           .0 .  .           !
 1997.3!                               +      !!           .  0  .           !
 1997.4!                               +*     !!           .  . 0.           !
 1998.1!                                + *   !!           .  .0 .           !
 1998.2!                                 + *  !!           .  .0 .           !
 1998.3!                                 * +  !!           . 0.  .           !
 1998.4!                                *+    !!           . 0.  .           !
 1999.1!                                + *   !!           .  .  0           !
 1999.2!                                  +   !!           .  0  .           !
 1999.3!                                 +*   !!           .  0  .           !
 1999.4!                                  +   !!           .  0  .           !
 2000.1!                                  +*  !!           .  .0 .           !
 2000.2!                                  +*  !!           .  .0 .           !
 2000.3!                                 * +  !!           . 0.  .           !
 2000.4!                                 +*   !!           .  .0 .           !
 2001.1!                                  +   !!           .  0  .           !
 2001.2!                                 +*   !!           .  0  .           !
 2001.3!                                *+    !!           . 0.  .           !
 2001.4!                                +*    !!           .  .0 .           !
 2002.1!                                 + *  !!           .  . 0.           !
 2002.2!                                   +  !!           .  0  .           !
 2002.3!                                 *+   !!           . 0.  .           !
 2002.4!                                 +*   !!           .  .0 .           !
 2003.1!                                  +*  !!           .  .0 .           !
 2003.2!                                  +*  !!           .  .0 .           !
 2003.3!                                 * +  !!           . 0.  .           !
 2003.4!                                 + *  !!           .  . 0.           !
 2004.1!                                  +*  !!           .  .0 .           !
 2004.2!                                   +* !!           .  .0 .           !
 2004.3!                                    + !!           .  0  .           !
 2004.4!                                   +  !!           . 0.  .           !
 2005.1!                                  + * !!           .  . 0.           !
 2005.2!                                    +*!!           .  .0 .           !
 2005.3!                                    + !!           .  0  .           !
 2005.4!                                   +* !!           .  .0 .           !
 2006.1!                                    +*!!           .  .0 .           !
 2006.2!                                     +*!           .  .0 .           !
 2006.3!                                    *+!!           . 0.  .           !
 2006.4!                                    + !!           .  .0 .           !
 2007.1!                                    +*!!           .  .0 .           !
 2007.2!                                    *+!!           . 0.  .           !
 2007.3!                                   *+ !!           . 0.  .           !
 2007.4!                                   + *!!           .  . 0.           !
 2008.1!                                    +*!!           .  .0 .           !
 2008.2!                                    + *!           .  . 0.           !
 2008.3!                                   * +!!           .0 .  .           !
 2008.4!                                 * +  !!           .0 .  .           !
 2009.1!                                 +   *!!           .  .  .0          !
 2009.2!                                    +*!!           .  .0 .           !
 2009.3!                                   *+ !!           . 0.  .           !
 2009.4!                                   + *!!           .  . 0.           !
 2010.1!                                    + *!           .  .0 .           !
 2010.2!                                    *+!!           . 0.  .           !
 2010.3!                                  * + !!           .0 .  .           !
 2010.4!                                  +*  !!           .  .0 .           !
 2011.1!                                   +* !!           .  .0 .           !
 2011.2!                                   +* !!           .  .0 .           !
 2011.3!                                   *+ !!           . 0.  .           !
 2011.4!                                   +  !!           .  0  .           !
 2012.1!                                   +* !!           .  . 0.           !
 2012.2!                                  * + !!           .0 .  .           !
 2012.3!                                 *+   !!           . 0.  .           !
 2012.4!                                 +*   !!           .  .0 .           !


     20.33 percent of the residuals exceed 1 SE
      4.40 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPATH=PAPX$Q/THPMM;                                                     
 GENR LAAPATH=LOG(AAPATH+.00001);                                             
 GENR LAPATH=LOG(APATH+.00001);                                               
 LHS AAPATH=EXP(LAAPATH)-.00001;                                              
  EQ 1855 LAAPATH C LAPATH(-1) PPATH;                                         
EQUATION 1192  LAAPATH  
   RHS     C  LAPATH(-1)  PPATH  
 SMPL 1977.4 2012.4;                                                          
Sample period is now  1977.4 to  2012.4 Internally:   104 to   244
 OLS;EST 1192 PLOT=0;END;                                                     

Equation number = 1192
**********************

Dependent variable = LAAPATH 

 1977.4 -   2012.4,    0 missing obs.,  141 obs. used.

Mean of dependent variable       -6.971745647

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.752741407       0.500987088  -3.49858     1.000000
13985 LAPATH  ( -1)       0.541098671       0.070668435   7.65687    -6.964114
13983 PPATH   (  0)      -1.162982027       0.362377208  -3.20931     1.247424

SE of equation            =     0.691691009
Sum of squared residuals  =  66.0242303       0.123776545E-10
Average absolute error    =     0.517969280
Sum of ABS residuals      =  73.0336685    
R squared                 =   0.45155
Durbin-Watson statistic   =   2.13927
SMPL and No. Obs.         = 1977.4   2012.4    141

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.4!                  +   *               !!          .   .  0.          !
 1978.1!              *  +                    !!          . 0 .   .          !
 1978.2!               +   *                  !!          .   .  0.          !
 1978.3!                +     *               !!          .   .   0          !
 1978.4!                 + *                  !!          .   .0  .          !
 1979.1!                +     *               !!          .   .   0          !
 1979.2!  *                +                  !!   0      .   .   .          !
 1979.3!        +       *                     !!          .   .   .0         !
 1979.4!          *    +                      !!          0   .   .          !
 1980.1!           * +                        !!          .  0.   .          !
 1980.2!             +           *            !!          .   .   .   0      !
 1980.3!                 *   +                !!          .0  .   .          !
 1980.4!            *    +                    !!          .0  .   .          !
 1981.1!             +                        !!          .  0.   .          !
 1981.2!             +                  *     !!          .   .   .       0  !
 1981.3*                      +               !0          .   .   .          !
 1981.4!  * +                                 !!          . 0 .   .          !
 1982.1!     +      *                         !!          .   .   0          !
 1982.2!     *       +                        !!         0.   .   .          !
 1982.3!     *   +                            !!          . 0 .   .          !
 1982.4!          +*                          !!          .   0   .          !
 1983.1!              +         *             !!          .   .   . 0        !
 1983.2!                  *  +                !!          . 0 .   .          !
 1983.3!               *  +                   !!          . 0 .   .          !
 1983.4!              * +                     !!          .  0.   .          !
 1984.1!      *        +                      !!        0 .   .   .          !
 1984.2!          +      *                    !!          .   .   0          !
 1984.3!    *           +                     !!      0   .   .   .          !
 1984.4!          +*                          !!          .   .0  .          !
 1985.1!               +              *       !!          .   .   .     0    !
 1985.2!                          +      *    !!          .   .   0          !
 1985.3!                            +*        !!          .   .0  .          !
 1985.4!                         +  *         !!          .   . 0 .          !
 1986.1!                        +        *    !!          .   .   . 0        !
 1986.2!                           +   *      !!          .   .  0.          !
 1986.3!                         +      *     !!          .   .   0          !
 1986.4!                         +    *       !!          .   .  0.          !
 1987.1!                        +            *!!          .   .   .   0      !
 1987.2!                             +        *!          .   .   . 0        !
 1987.3!                             *+       !!          .  0.   .          !
 1987.4!                         +    *       !!          .   .  0.          !
 1988.1!                          +     *     !!          .   .   0          !
 1988.2!                           +       *  !!          .   .   .0         !
 1988.3!                             +     *  !!          .   .   0          !
 1988.4!                             +  *     !!          .   . 0 .          !
 1989.1!                            +     *   !!          .   .   0          !
 1989.2!                              +     * !!          .   .   0          !
 1989.3!                        *     +       !!          0   .   .          !
 1989.4!                       +     *        !!          .   .   0          !
 1990.1!                          +    *      !!          .   .  0.          !
 1990.2!                          * +         !!          .  0.   .          !
 1990.3!                        *+            !!          .   0   .          !
 1990.4!                      *  +            !!          . 0 .   .          !
 1991.1!                        +  *          !!          .   . 0 .          !
 1991.2!                          +         * !!          .   .   . 0        !
 1991.3!                         *     +      !!          0   .   .          !
 1991.4!                         +            !!          .   0   .          !
 1992.1!                         +    *       !!          .   .  0.          !
 1992.2!                             +       *!!          .   .   .0         !
 1992.3!                            *   +     !!          .0  .   .          !
 1992.4!                           +  *       !!          .   .0  .          !
 1993.1!                            +         !!          .   0   .          !
 1993.2!                          * +         !!          .  0.   .          !
 1993.3!                        * +           !!          .  0.   .          !
 1993.4!                          +           !!          .   0   .          !
 1994.1!                         *+           !!          .   0   .          !
 1994.2!                   *      +           !!          0   .   .          !
 1994.3!                    * +               !!          .  0.   .          !
 1994.4!              *       +               !!         0.   .   .          !
 1995.1!                  +                   !!          .   0   .          !
 1995.2!                    +    *            !!          .   .  0.          !
 1995.3!             *          +             !!       0  .   .   .          !
 1995.4!                  +  *                !!          .   . 0 .          !
 1996.1!                      +          *    !!          .   .   .  0       !
 1996.2!                       *    +         !!          .0  .   .          !
 1996.3!           *          +               !!       0  .   .   .          !
 1996.4!            *    +                    !!          .0  .   .          !
 1997.1!          *      +                    !!         0.   .   .          !
 1997.2!             * +                      !!          .  0.   .          !
 1997.3!             * +                      !!          .  0.   .          !
 1997.4!               +  *                   !!          .   . 0 .          !
 1998.1!                 +  *                 !!          .   . 0 .          !
 1998.2!                   +                  !!          .   0   .          !
 1998.3!                  +  *                !!          .   . 0 .          !
 1998.4!                 * +                  !!          .  0.   .          !
 1999.1!             *   +                    !!          .0  .   .          !
 1999.2!             * +                      !!          .  0.   .          !
 1999.3!                +       *             !!          .   .   .0         !
 1999.4!                       +              !!          .   0   .          !
 2000.1!                      +*              !!          .   0   .          !
 2000.2!                    * +               !!          .  0.   .          !
 2000.3!                  * +                 !!          .  0.   .          !
 2000.4!                    +   *             !!          .   .  0.          !
 2001.1!                       +*             !!          .   .0  .          !
 2001.2!                  *    +              !!          .0  .   .          !
 2001.3!                    + *               !!          .   . 0 .          !
 2001.4!                *     +               !!          0   .   .          !
 2002.1!                  +   *               !!          .   . 0 .          !
 2002.2!                      +*              !!          .   .0  .          !
 2002.3!                  *     +             !!          .0  .   .          !
 2002.4!                     +    *           !!          .   .  0.          !
 2003.1!                *        +            !!        0 .   .   .          !
 2003.2!                  +   *               !!          .   .  0.          !
 2003.3!                      +*              !!          .   .0  .          !
 2003.4!                      +               !!          .   0   .          !
 2004.1!                   *  +               !!          . 0 .   .          !
 2004.2!               *    +                 !!          .0  .   .          !
 2004.3!                * +                   !!          . 0 .   .          !
 2004.4!                   +  *               !!          .   . 0 .          !
 2005.1!                      +*              !!          .   0   .          !
 2005.2!                      +               !!          .   0   .          !
 2005.3!                  *   +               !!          .0  .   .          !
 2005.4!                  * +                 !!          .  0.   .          !
 2006.1!                    +       *         !!          .   .   .0         !
 2006.2!                *        +            !!        0 .   .   .          !
 2006.3!                *  +                  !!          . 0 .   .          !
 2006.4!               *   +                  !!          . 0 .   .          !
 2007.1!                *  +                  !!          .  0.   .          !
 2007.2!                   +*                 !!          .   0   .          !
 2007.3!            *        +                !!        0 .   .   .          !
 2007.4!              *  +                    !!          . 0 .   .          !
 2008.1!               *  +                   !!          . 0 .   .          !
 2008.2!                  +                   !!          .   0   .          !
 2008.3!                *   +                 !!          . 0 .   .          !
 2008.4!                 * +                  !!          .  0.   .          !
 2009.1!                  +  *                !!          .   . 0 .          !
 2009.2!                     +                !!          .   0   .          !
 2009.3!                  *   +               !!          . 0 .   .          !
 2009.4!                  * +                 !!          . 0 .   .          !
 2010.1!                 *  +                 !!          .  0.   .          !
 2010.2!              *    +                  !!          .0  .   .          !
 2010.3!            *   +                     !!          . 0 .   .          !
 2010.4!             * +                      !!          .  0.   .          !
 2011.1!             *  +                     !!          . 0 .   .          !
 2011.2!               +                      !!          .   0   .          !
 2011.3!              * +                     !!          . 0 .   .          !
 2011.4!               +  *                   !!          .   . 0 .          !
 2012.1!              *  +                    !!          . 0 .   .          !
 2012.2!              *+                      !!          .   0   .          !
 2012.3!           *    +                     !!          .0  .   .          !
 2012.4!             *+                       !!          .   0   .          !


     24.82 percent of the residuals exceed 1 SE
      4.96 percent of the residuals exceed 2 SE
@@EQ 1856 LAAPHTH C LAPHTH(-1) PPHTH;SMPL 1995.3 2012.4;OLS;EST 1856 PLOT=0;EN
@EQ  1857 LAACHTH C LACHTH(-1) PCHTH;SMPL 1981.3 2012.4;OLS;EST 1857 PLOT=0;EN
@@EQ 1858 LAAARTH C LAARTH(-1) PARTH;SMPL 1996.3 2012.4;OLS;EST 1858 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRTH=BRPX$Q/THPMM;                                                     
 GENR LAABRTH=LOG(AABRTH+.00001);                                             
 GENR LABRTH=LOG(ABRTH+.00001);                                               
 LHS AABRTH=EXP(LAABRTH)-.00001;                                              
  EQ 1859 LAABRTH C LABRTH(-1) PBRTH;                                         
EQUATION 1193  LAABRTH  
   RHS     C  LABRTH(-1)  PBRTH  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1193 PLOT=0;END;                                                     

Equation number = 1193
**********************

Dependent variable = LAABRTH 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.789355051

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.299766698       0.364861980  -6.30311     1.000000
13988 LABRTH  ( -1)       0.473354380       0.071462462   6.62382    -4.807122
13986 PBRTH   (  0)      -0.219629944       0.170446248  -1.28856     0.974894

SE of equation            =     0.407146755
Sum of squared residuals  =  20.3895230      -0.154294355E-10
Average absolute error    =     0.318475569
Sum of ABS residuals      =  40.1279217    
R squared                 =   0.28200
Durbin-Watson statistic   =   1.82523
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!     +        *                       !!         .    .    . 0       !
 1981.4!                  +                 * !!         .    .    .        0!
 1982.1!                         *  +         !!         .  0 .    .         !
 1982.2!                        +*            !!         .    .0   .         !
 1982.3!                        +   *         !!         .    .   0.         !
 1982.4!              *          +            !!     0   .    .    .         !
 1983.1!                   +                  !!         .    .0   .         !
 1983.2!                     +     *          !!         .    .    0         !
 1983.3!                        +             !!         .   0.    .         !
 1983.4!                    *  +              !!         .  0 .    .         !
 1984.1!                     +  *             !!         .    . 0  .         !
 1984.2!                       +  *           !!         .    . 0  .         !
 1984.3!                      * +             !!         .  0 .    .         !
 1984.4!                 *    +               !!         .0   .    .         !
 1985.1!          *         +                 !!      0  .    .    .         !
 1985.2!                 +    *               !!         .    .   0.         !
 1985.3!                       +    *         !!         .    .   0.         !
 1985.4!                         +      *     !!         .    .    0         !
 1986.1!                            +         !!         .    0    .         !
 1986.2!                          +           !!         .    0    .         !
 1986.3!                 *       +            !!        0.    .    .         !
 1986.4! *                  +                 !0         .    .    .         !
 1987.1!      *      +                        !!         0    .    .         !
 1987.2!               +   *                  !!         .    .  0 .         !
 1987.3!                     +*               !!         .    .0   .         !
 1987.4!                       +     *        !!         .    .    0         !
 1988.1!                          +         * !!         .    .    . 0       !
 1988.2!                             +  *     !!         .    . 0  .         !
 1988.3!                           +         *!!         .    .    .  0      !
 1988.4!                       *      +       !!        0.    .    .         !
 1989.1!                       +      *       !!         .    .    0         !
 1989.2!                           + *        !!         .    . 0  .         !
 1989.3!                          +           *!         .    .    .    0    !
 1989.4!                              +       !!         .    0    .         !
 1990.1!                  *        +          !!       0 .    .    .         !
 1990.2!                     +         *      !!         .    .    .  0      !
 1990.3!                           +       *  !!         .    .    .0        !
 1990.4!                            *+        !!         .   0.    .         !
 1991.1!                          +   *       !!         .    .  0 .         !
 1991.2!                           +    *     !!         .    .   0.         !
 1991.3!                            +  *      !!         .    .  0 .         !
 1991.4!                     *     +          !!         0    .    .         !
 1992.1!                      +     *         !!         .    .   0.         !
 1992.2!                         +*           !!         .    .0   .         !
 1992.3!                         +          * !!         .    .    .   0     !
 1992.4!                              +       !!         .    0    .         !
 1993.1!                       *  +           !!         . 0  .    .         !
 1993.2!                       +  *           !!         .    . 0  .         !
 1993.3!                        *+            !!         .   0.    .         !
 1993.4!                        +    *        !!         .    .   0.         !
 1994.1!                          +           !!         .    0    .         !
 1994.2!                         +  *         !!         .    . 0  .         !
 1994.3!                          +   *       !!         .    .  0 .         !
 1994.4!                      *   +           !!         .0   .    .         !
 1995.1!                       +*             !!         .    .0   .         !
 1995.2!               *        +             !!       0 .    .    .         !
 1995.3!                   +     *            !!         .    .    0         !
 1995.4!                        +   *         !!         .    .  0 .         !
 1996.1!                          + *         !!         .    . 0  .         !
 1996.2!                      *   +           !!         . 0  .    .         !
 1996.3!                 *     +              !!         .0   .    .         !
 1996.4!                *   +                 !!         . 0  .    .         !
 1997.1!             *      +                 !!        0.    .    .         !
 1997.2!                  +          *        !!         .    .    .   0     !
 1997.3!                    *    +            !!         0    .    .         !
 1997.4!           *         +                !!      0  .    .    .         !
 1998.1!   *             +                    !!  0      .    .    .         !
 1998.2!             +     *                  !!         .    .    0         !
 1998.3!  *                  +                !0         .    .    .         !
 1998.4!        *    +                        !!         .0   .    .         !
 1999.1!      *         +                     !!      0  .    .    .         !
 1999.2!               +    *                 !!         .    .   0.         !
 1999.3!                 *    +               !!         .0   .    .         !
 1999.4!         *          +                 !!     0   .    .    .         !
 2000.1!            *   +                     !!         .0   .    .         !
 2000.2!                 +*                   !!         .    .0   .         !
 2000.3!                *   +                 !!         . 0  .    .         !
 2000.4!          *        +                  !!       0 .    .    .         !
 2001.1*                 +                    !!0        .    .    .         !
 2001.2!          *+                          !!         .   0.    .         !
 2001.3!                +   *                 !!         .    .  0 .         !
 2001.4!                  *  +                !!         . 0  .    .         !
 2002.1!        *           +                 !!    0    .    .    .         !
 2002.2!           *   +                      !!         .0   .    .         !
 2002.3!                 +            *       !!         .    .    .    0    !
 2002.4!                          +*          !!         .    .0   .         !
 2003.1!                *        +            !!      0  .    .    .         !
 2003.2!                   +  *               !!         .    . 0  .         !
 2003.3!                      + *             !!         .    .0   .         !
 2003.4!                     * +              !!         .   0.    .         !
 2004.1!                     *+               !!         .   0.    .         !
 2004.2!                     +                !!         .    0    .         !
 2004.3!                      +        *      !!         .    .    . 0       !
 2004.4!                  *       +           !!        0.    .    .         !
 2005.1!                    +   *             !!         .    .  0 .         !
 2005.2!                      +  *            !!         .    . 0  .         !
 2005.3!                       +*             !!         .    .0   .         !
 2005.4!                      + *             !!         .    .0   .         !
 2006.1!                    * +               !!         .  0 .    .         !
 2006.2!               *    +                 !!         .0   .    .         !
 2006.3!                  +     *             !!         .    .   0.         !
 2006.4!               *      +               !!        0.    .    .         !
 2007.1!                  +   *               !!         .    .  0 .         !
 2007.2!                    *+                !!         .   0.    .         !
 2007.3!                    +   *             !!         .    .  0 .         !
 2007.4!                  *   +               !!         . 0  .    .         !
 2008.1!                   +*                 !!         .    .0   .         !
 2008.2!                    +      *          !!         .    .    .0        !
 2008.3!                       + *            !!         .    . 0  .         !
 2008.4!                      +*              !!         .    .0   .         !
 2009.1!                   *  +               !!         . 0  .    .         !
 2009.2!                    +   *             !!         .    .   0.         !
 2009.3!                       +       *      !!         .    .    . 0       !
 2009.4!                    *     +           !!         .0   .    .         !
 2010.1!                 *   +                !!         . 0  .    .         !
 2010.2!                   +    *             !!         .    .   0.         !
 2010.3!                      +*              !!         .    .0   .         !
 2010.4!                     +     *          !!         .    .    0         !
 2011.1!                  *    +              !!         .0   .    .         !
 2011.2!                 * +                  !!         .   0.    .         !
 2011.3!                  +   *               !!         .    .  0 .         !
 2011.4!                    +        *        !!         .    .    . 0       !
 2012.1!                     * +              !!         .  0 .    .         !
 2012.2!                    + *               !!         .    . 0  .         !
 2012.3!                     +   *            !!         .    .  0 .         !
 2012.4!                      +*              !!         .    .0   .         !


     28.57 percent of the residuals exceed 1 SE
      3.97 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCETH=CEPX$Q/THPMM;                                                     
 GENR LAACETH=LOG(AACETH+.00001);                                             
 GENR LACETH=LOG(ACETH+.00001);                                               
 LHS AACETH=EXP(LAACETH)-.00001;                                              
  EQ 1860 LAACETH C LACETH(-1) PCETH;                                         
EQUATION 1194  LAACETH  
   RHS     C  LACETH(-1)  PCETH  
 SMPL 1989.3 2012.4;                                                          
Sample period is now  1989.3 to  2012.4 Internally:   151 to   244
 OLS;EST 1194 PLOT=0;END;                                                     

Equation number = 1194
**********************

Dependent variable = LAACETH 

 1989.3 -   2012.4,    0 missing obs.,   94 obs. used.

Mean of dependent variable       -6.545687274

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.432711523       0.630870165  -2.27101     1.000000
13991 LACETH  ( -1)       0.679098340       0.076119277   8.92150    -6.544138
13989 PCETH   (  0)      -0.605323811       0.461462828  -1.31175     1.104967

SE of equation            =     0.356083901
Sum of squared residuals  =  11.5384127      -0.232862618E-10
Average absolute error    =     0.278642688
Sum of ABS residuals      =  26.1924127    
R squared                 =   0.49952
Durbin-Watson statistic   =   2.15295
SMPL and No. Obs.         = 1989.3   2012.4     94

Plot of actual(*) and fitted(+) values and residuals(0)


 1989.3!               * +                    !!        .   0 .     .        !
 1989.4!            *    +                    !!        . 0   .     .        !
 1990.1!               +*                     !!        .     .0    .        !
 1990.2!               *  +                   !!        .  0  .     .        !
 1990.3!             *   +                    !!        .0    .     .        !
 1990.4!                +    *                !!        .     .    0.        !
 1991.1!             *       +                !!     0  .     .     .        !
 1991.2!           *    +                     !!        .0    .     .        !
 1991.3!              *+                      !!        .    0.     .        !
 1991.4!                 + *                  !!        .     .  0  .        !
 1992.1!       *            +                 !!0       .     .     .        !
 1992.2!            + *                       !!        .     . 0   .        !
 1992.3!                 +                    !!        .     0     .        !
 1992.4!                  *+                  !!        .    0.     .        !
 1993.1!                *  +                  !!        .  0  .     .        !
 1993.2!              *   +                   !!        . 0   .     .        !
 1993.3!                 +       *            !!        .     .     .  0     !
 1993.4!                    *   +             !!        . 0   .     .        !
 1994.1!              *     +                 !!        0     .     .        !
 1994.2!                 +           *        !!        .     .     .      0 !
 1994.3!                           +    *     !!        .     .     0        !
 1994.4!                             + *      !!        .     .0    .        !
 1995.1!                       *    +         !!        0     .     .        !
 1995.2!                       +      *       !!        .     .     .0       !
 1995.3!                           + *        !!        .     . 0   .        !
 1995.4!                           +   *      !!        .     .   0 .        !
 1996.1!                 *          +         !!  0     .     .     .        !
 1996.2!                  +  *                !!        .     .  0  .        !
 1996.3!                     +      *         !!        .     .     . 0      !
 1996.4!                          +  *        !!        .     .  0  .        !
 1997.1!                         *+           !!        .    0.     .        !
 1997.2!                       +       *      !!        .     .     . 0      !
 1997.3!                           +*         !!        .     .0    .        !
 1997.4!                      *  +            !!        .  0  .     .        !
 1998.1!             *      +                 !!      0 .     .     .        !
 1998.2!              +     *                 !!        .     .     0        !
 1998.3!            *      +                  !!       0.     .     .        !
 1998.4!              +*                      !!        .     . 0   .        !
 1999.1!                +                     !!        .     0     .        !
 1999.2!                +                     !!        .    0.     .        !
 1999.3!                +  *                  !!        .     .  0  .        !
 1999.4!     *             +                  !0        .     .     .        !
 2000.1!    *    +                            !!        0     .     .        !
 2000.2!        +   *                         !!        .     .    0.        !
 2000.3!   *          +                       !!   0    .     .     .        !
 2000.4!      * +                             !!        .    0.     .        !
 2001.1*         +                            !!   0    .     .     .        !
 2001.2!    +         *                       !!        .     .     .   0    !
 2001.3!              + *                     !!        .     . 0   .        !
 2001.4!      *        +                      !!    0   .     .     .        !
 2002.1!         + *                          !!        .     .  0  .        !
 2002.2!           *+                         !!        .    0.     .        !
 2002.3!          *  +                        !!        .  0  .     .        !
 2002.4!           *+                         !!        .    0.     .        !
 2003.1!           * +                        !!        .   0 .     .        !
 2003.2!         *   +                        !!        . 0   .     .        !
 2003.3!            +*                        !!        .     . 0   .        !
 2003.4!          *    +                      !!        .0    .     .        !
 2004.1!             +           *            !!        .     .     .      0 !
 2004.2!                      +    *          !!        .     .    0.        !
 2004.3!             *          +             !!   0    .     .     .        !
 2004.4!               +    *                 !!        .     .     0        !
 2005.1!                   +    *             !!        .     .     0        !
 2005.2!                *     +               !!        0     .     .        !
 2005.3!                +                     !!        .     0     .        !
 2005.4!                +      *              !!        .     .     .0       !
 2006.1!                     +    *           !!        .     .    0.        !
 2006.2!                       +            * !!        .     .     .       0!
 2006.3!                              +      *!!        .     .     .0       !
 2006.4!                              +       *!        .     .     . 0      !
 2007.1!                               + *    !!        .     . 0   .        !
 2007.2!                            +*        !!        .     .0    .        !
 2007.3!                   *     +            !!        0     .     .        !
 2007.4!                *  +                  !!        .  0  .     .        !
 2008.1!            *    +                    !!        .0    .     .        !
 2008.2!              +  *                    !!        .     .   0 .        !
 2008.3!                  +                   !!        .     0     .        !
 2008.4!              *   +                   !!        . 0   .     .        !
 2009.1!        *      +                      !!       0.     .     .        !
 2009.2!           +      *                   !!        .     .     . 0      !
 2009.3!                 *+                   !!        .    0.     .        !
 2009.4!                 +     *              !!        .     .     0        !
 2010.1!                   * +                !!        .   0 .     .        !
 2010.2!                   +  *               !!        .     .  0  .        !
 2010.3!                    +      *          !!        .     .     .0       !
 2010.4!                        +*            !!        .     .0    .        !
 2011.1!                      + *             !!        .     .0    .        !
 2011.2!                      +*              !!        .     .0    .        !
 2011.3!                     +*               !!        .     0     .        !
 2011.4!                    +   *             !!        .     .   0 .        !
 2012.1!                      +    *          !!        .     .     0        !
 2012.2!                    *   +             !!        . 0   .     .        !
 2012.3!                   +                  !!        .     0     .        !
 2012.4!              *   +                   !!        .0    .     .        !


     28.72 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ  1861 LAAMETH C LAMETH(-1) PMETH;SMPL 1984.1 2012.4;OLS;EST 1861 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPETH=PEPX$Q/THPMM;                                                     
 GENR LAAPETH=LOG(AAPETH+.00001);                                             
 GENR LAPETH=LOG(APETH+.00001);                                               
 LHS AAPETH=EXP(LAAPETH)-.00001;                                              
  EQ 1862 LAAPETH C LAPETH(-1) PPETH;                                         
EQUATION 1195  LAAPETH  
   RHS     C  LAPETH(-1)  PPETH  
 SMPL 1989.3 2012.4;                                                          
Sample period is now  1989.3 to  2012.4 Internally:   151 to   244
 OLS;EST 1195 PLOT=0;END;                                                     

Equation number = 1195
**********************

Dependent variable = LAAPETH 

 1989.3 -   2012.4,    0 missing obs.,   94 obs. used.

Mean of dependent variable       -7.708748174

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.379938188       0.442302586  -3.11990     1.000000
13994 LAPETH  ( -1)       0.813551525       0.053933683  15.08429    -7.738517
13992 PPETH   (  0)      -0.035251863       0.148435791  -0.23749     0.939754

SE of equation            =     0.666023455
Sum of squared residuals  =  40.3664391      -0.570210545E-11
Average absolute error    =     0.523072340
Sum of ABS residuals      =  49.1687999    
R squared                 =   0.71463
Durbin-Watson statistic   =   2.25895
SMPL and No. Obs.         = 1989.3   2012.4     94

Plot of actual(*) and fitted(+) values and residuals(0)


 1989.3*+                                     !!         .   0.    .         !
 1989.4!   +     *                            !!         .    .    .0        !
 1990.1!        *  +                          !!         . 0  .    .         !
 1990.2!  *        +                          !!    0    .    .    .         !
 1990.3!*     +                               !!        0.    .    .         !
 1990.4*    +                                 !!         0    .    .         !
 1991.1*   +                                  !!         .0   .    .         !
 1991.2!    + *                               !!         .    . 0  .         !
 1991.3!      *  +                            !!         . 0  .    .         !
 1991.4! *       +                            !!     0   .    .    .         !
 1992.1!     +  *                             !!         .    .  0 .         !
 1992.2!           +      *                   !!         .    .    . 0       !
 1992.3!                   +   *              !!         .    .   0.         !
 1992.4!                       +*             !!         .    . 0  .         !
 1993.1!               *        +             !!     0   .    .    .         !
 1993.2!            *    +                    !!         0    .    .         !
 1993.3!      *       +                       !!      0  .    .    .         !
 1993.4!         +                            !!         .   0.    .         !
 1994.1!          *+                          !!         .   0.    .         !
 1994.2!             +  *                     !!         .    .  0 .         !
 1994.3!                 +        *           !!         .    .    .   0     !
 1994.4!                        *+            !!         .   0.    .         !
 1995.1!              *         +             !!   0     .    .    .         !
 1995.2!               +   *                  !!         .    .   0.         !
 1995.3!                    +  *              !!         .    .   0.         !
 1995.4!                       +     *        !!         .    .    .0        !
 1996.1!                           *+         !!         .   0.    .         !
 1996.2!                          +           !!         .    0    .         !
 1996.3!                         +     *      !!         .    .    .0        !
 1996.4!                       *     +        !!       0 .    .    .         !
 1997.1!                       +  *           !!         .    .  0 .         !
 1997.2!                         +    *       !!         .    .    .0        !
 1997.3!                       *     +        !!        0.    .    .         !
 1997.4!                       +     *        !!         .    .    .0        !
 1998.1!                          * +         !!         .  0 .    .         !
 1998.2!                          + *         !!         .    . 0  .         !
 1998.3!                           +*         !!         .    .0   .         !
 1998.4!                           + *        !!         .    . 0  .         !
 1999.1!                           +   *      !!         .    .   0.         !
 1999.2!                              +    *  !!         .    .    .0        !
 1999.3!                                 +    *!         .    .    0         !
 1999.4!                            *      +  !!       0 .    .    .         !
 2000.1!                           +  *       !!         .    .  0 .         !
 2000.2!                             +        *!         .    .    .    0    !
 2000.3!                                   + *!!         .    . 0  .         !
 2000.4!                               *  +   !!         .0   .    .         !
 2001.1!                             +    *   !!         .    .    0         !
 2001.2!                                +   * !!         .    .   0.         !
 2001.3!                                  + * !!         .    . 0  .         !
 2001.4!                               *  +   !!         . 0  .    .         !
 2002.1!                             +        !!         .   0.    .         !
 2002.2!                           *+         !!         .   0.    .         !
 2002.3!                          + *         !!         .    . 0  .         !
 2002.4!                       *   +          !!         .0   .    .         !
 2003.1!                       + *            !!         .    . 0  .         !
 2003.2!                        +   *         !!         .    .  0 .         !
 2003.3!                         * +          !!         .   0.    .         !
 2003.4!                         +            !!         .    0    .         !
 2004.1!                      *  +            !!         .  0 .    .         !
 2004.2!                      + *             !!         .    . 0  .         !
 2004.3!               *        +             !!     0   .    .    .         !
 2004.4!                +         *           !!         .    .    .    0    !
 2005.1!              *          +            !!  0      .    .    .         !
 2005.2!               +       *              !!         .    .    . 0       !
 2005.3!                   *  +               !!         .0   .    .         !
 2005.4!                  *+                  !!         .  0 .    .         !
 2006.1!          *       +                   !!     0   .    .    .         !
 2006.2!            +       *                 !!         .    .    .  0      !
 2006.3!                    +  *              !!         .    .  0 .         !
 2006.4!                      +  *            !!         .    . 0  .         !
 2007.1!          *             +             !0         .    .    .         !
 2007.2!            +       *                 !!         .    .    .   0     !
 2007.3!                   *+                 !!         .  0 .    .         !
 2007.4!                   +                  !!         .    0    .         !
 2008.1!                  * +                 !!         .  0 .    .         !
 2008.2!                   +*                 !!         .    .0   .         !
 2008.3!               *    +                 !!        0.    .    .         !
 2008.4!                +*                    !!         .    0    .         !
 2009.1!             *    +                   !!         .0   .    .         !
 2009.2!               +    *                 !!         .    .    0         !
 2009.3!                     +                !!         .    .0   .         !
 2009.4!                     +  *             !!         .    .  0 .         !
 2010.1!                       +              !!         .    0    .         !
 2010.2!                      +               !!         .   0.    .         !
 2010.3!                   *  +               !!         .  0 .    .         !
 2010.4!                    + *               !!         .    . 0  .         !
 2011.1!                     +                !!         .    0    .         !
 2011.2!                     +*               !!         .    .0   .         !
 2011.3!                      +        *      !!         .    .    .    0    !
 2011.4!                             +*       !!         .    0    .         !
 2012.1!                            +    *    !!         .    .    0         !
 2012.2!                               + *    !!         .    . 0  .         !
 2012.3!                        *      +      !!       0 .    .    .         !
 2012.4!                 *     +              !!       0 .    .    .         !


     34.04 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
@@EQ 1863 LAATUTH C LATUTH(-1) PTUTH;SMPL 1994.3 2012.4;OLS;EST 1863 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDTH=PDPX$/THPMM;                                                      
 GENR LAAPDTH=LOG(AAPDTH+.00001);                                             
 GENR LAPDTH=LOG(APDTH+.00001);                                               
 LHS AAPDTH=EXP(LAAPDTH)-.00001;                                              
  EQ 1864 LAAPDTH C LAPDTH(-1) PPDTH;                                         
EQUATION 1196  LAAPDTH  
   RHS     C  LAPDTH(-1)  PPDTH  
 SMPL 1985.3 2012.4;                                                          
Sample period is now  1985.3 to  2012.4 Internally:   135 to   244
 OLS;EST 1196 PLOT=0;END;                                                     

Equation number = 1196
**********************

Dependent variable = LAAPDTH 

 1985.3 -   2012.4,    0 missing obs.,  110 obs. used.

Mean of dependent variable       -6.898974534

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.890268095       0.527452108  -1.68787     1.000000
13997 LAPDTH  ( -1)       0.456682069       0.084013518   5.43582    -6.898059
13995 PPDTH   (  0)      -2.604423097       0.597303028  -4.36030     1.097551

SE of equation            =     0.378716706
Sum of squared residuals  =  15.3466187      -0.478133089E-10
Average absolute error    =     0.270231227
Sum of ABS residuals      =  29.7254350    
R squared                 =   0.55754
Durbin-Watson statistic   =   2.27513
SMPL and No. Obs.         = 1985.3   2012.4    110

Plot of actual(*) and fitted(+) values and residuals(0)


 1985.3!                   *+                 !!          .  0.   .          !
 1985.4!                     +*               !!          .   .0  .          !
 1986.1!                     *+               !!          .  0.   .          !
 1986.2!                   *+                 !!          .  0.   .          !
 1986.3!                     +     *          !!          .   .   . 0        !
 1986.4!                      * +             !!          . 0 .   .          !
 1987.1!                       + *            !!          .   . 0 .          !
 1987.2!                     *   +            !!          0   .   .          !
 1987.3!                       +              !!          .   .0  .          !
 1987.4!                        *+            !!          .  0.   .          !
 1988.1!                        *+            !!          . 0 .   .          !
 1988.2!                       * +            !!          . 0 .   .          !
 1988.3!                      * +             !!          .  0.   .          !
 1988.4!                       +   *          !!          .   .   0          !
 1989.1!                       *  +           !!          .0  .   .          !
 1989.2!                        +*            !!          .   .0  .          !
 1989.3!                        +*            !!          .   .0  .          !
 1989.4!                       +              !!          .  0.   .          !
 1990.1!              *         +             !!     0    .   .   .          !
 1990.2!                 *  +                 !!          .0  .   .          !
 1990.3!                   * +                !!          . 0 .   .          !
 1990.4!                         +*           !!          .   .0  .          !
 1991.1!                           +          !!          .   0   .          !
 1991.2!                        * +           !!          .0  .   .          !
 1991.3!              *          +            !!  0       .   .   .          !
 1991.4!                   * +                !!          . 0 .   .          !
 1992.1!                       +              *!          .   .   .          0
 1992.2!                                +     !!          .   0   .          !
 1992.3!                              +  *    !!          .   . 0 .          !
 1992.4!                           *  +       !!          . 0 .   .          !
 1993.1!                           + *        !!          .   . 0 .          !
 1993.2!                            +*        !!          .   .0  .          !
 1993.3!                            +*        !!          .   .0  .          !
 1993.4!                           +  *       !!          .   . 0 .          !
 1994.1!                           + *        !!          .   .  0.          !
 1994.2!                            +     *   !!          .   .   . 0        !
 1994.3!                             *+       !!          . 0 .   .          !
 1994.4!                            + *       !!          .   . 0 .          !
 1995.1!                          *  +        !!          .0  .   .          !
 1995.2!                           *+         !!          .   0   .          !
 1995.3!                            +  *      !!          .   .  0.          !
 1995.4!                     *       +        !!      0   .   .   .          !
 1996.1!                        +  *          !!          .   .  0.          !
 1996.2!                          +        *  !!          .   .   .    0     !
 1996.3!                             + *      !!          .   . 0 .          !
 1996.4!                            +*        !!          .   . 0 .          !
 1997.1!                       *  +           !!          0   .   .          !
 1997.2!                      +       *       !!          .   .   .   0      !
 1997.3!                         +  *         !!          .   .  0.          !
 1997.4!                      * +             !!          . 0 .   .          !
 1998.1!                   +  *               !!          .   . 0 .          !
 1998.2!                *   +                 !!          0   .   .          !
 1998.3!                + *                   !!          .   . 0 .          !
 1998.4!                * +                   !!          . 0 .   .          !
 1999.1!             *   +                    !!          0   .   .          !
 1999.2!                +                     !!          .   0   .          !
 1999.3!                 +*                   !!          .   .0  .          !
 1999.4!                 *  +                 !!          .0  .   .          !
 2000.1!            *     +                   !!       0  .   .   .          !
 2000.2!               +      *               !!          .   .   .  0       !
 2000.3!               *    +                 !!        0 .   .   .          !
 2000.4!                +                     !!          .   0   .          !
 2001.1!                +                     !!          .   .0  .          !
 2001.2!               +   *                  !!          .   .   0          !
 2001.3!                +*                    !!          .   .0  .          !
 2001.4!               +       *              !!          .   .   .   0      !
 2002.1!           *      +                   !!        0 .   .   .          !
 2002.2!             +*                       !!          .   .0  .          !
 2002.3!        *       +                     !!       0  .   .   .          !
 2002.4!         *   +                        !!          0   .   .          !
 2003.1*              +                       !0          .   .   .          !
 2003.2!         +      *                     !!          .   .   .   0      !
 2003.3!        *        +                    !!     0    .   .   .          !
 2003.4!              +  *                    !!          .   .  0.          !
 2004.1!                  +                   !!          .   0   .          !
 2004.2!                  +  *                !!          .   .  0.          !
 2004.3!                   +       *          !!          .   .   .   0      !
 2004.4!                        +*            !!          .   . 0 .          !
 2005.1!                     +  *             !!          .   .  0.          !
 2005.2!                     +    *           !!          .   .   .0         !
 2005.3!                    * +               !!          .  0.   .          !
 2005.4!                   +  *               !!          .   .  0.          !
 2006.1!                   *+                 !!          .   0   .          !
 2006.2!                   +                  !!          .   0   .          !
 2006.3!               *   +                  !!          0   .   .          !
 2006.4!             *  +                     !!          .0  .   .          !
 2007.1!              *+                      !!          .  0.   .          !
 2007.2!             *  +                     !!          .0  .   .          !
 2007.3!              * +                     !!          . 0 .   .          !
 2007.4!                 +   *                !!          .   .   0          !
 2008.1!                 *  +                 !!          0   .   .          !
 2008.2!                  +    *              !!          .   .   .0         !
 2008.3!                    * +               !!          . 0 .   .          !
 2008.4!              *    +                  !!         0.   .   .          !
 2009.1!              +     *                 !!          .   .   . 0        !
 2009.2!                 *+                   !!          .  0.   .          !
 2009.3!                 + *                  !!          .   .0  .          !
 2009.4!                   +  *               !!          .   .  0.          !
 2010.1!                   *+                 !!          .  0.   .          !
 2010.2!                   + *                !!          .   . 0 .          !
 2010.3!                   +*                 !!          .   .0  .          !
 2010.4!                    +*                !!          .   .0  .          !
 2011.1!                    +                 !!          .   0   .          !
 2011.2!                    +*                !!          .   0   .          !
 2011.3!                   *+                 !!          .  0.   .          !
 2011.4!                   +                  !!          .   0   .          !
 2012.1!                  *+                  !!          .  0.   .          !
 2012.2!                  +*                  !!          .   .0  .          !
 2012.3!                 *+                   !!          .  0.   .          !
 2012.4!                 + *                  !!          .   . 0 .          !


     20.91 percent of the residuals exceed 1 SE
      5.45 percent of the residuals exceed 2 SE
@@EQ 1865 LAARUTH C LARUTH(-1) PRUTH;SMPL 1992.3 2012.4;OLS;EST 1865 PLOT=0;EN
@@EQ 1866 LAAUETH C LAUETH(-1) PUETH;SMPL 1994.3 2012.4;OLS;EST 1866 PLOT=0;EN
@@EQ 1867 LAAEGTH C LAEGTH(-1) PEGTH;SMPL 1994.4 2012.4;OLS;EST 1867 PLOT=0;EN
@EQ  1868 LAAISTH C LAISTH(-1) PISTH;SMPL 1966.1 2012.4;OLS;EST 1868 PLOT=0;EN
@EQ  1869 LAAKETH C LAKETH(-1) PKETH;SMPL 1981.3 2012.4;OLS;EST 1869 PLOT=0;EN
@EQ  1870 LAABATH C LABATH(-1) PBATH;SMPL 1980.2 2012.4;OLS;EST 1870 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKTH=HKPX$/THPMM;                                                      
 GENR LAAHKTH=LOG(AAHKTH+.00001);                                             
 GENR LAHKTH=LOG(AHKTH+.00001);                                               
 LHS AAHKTH=EXP(LAAHKTH)-.00001;                                              
  EQ 1871 LAAHKTH C LAHKTH(-1) PHKTH;                                         
EQUATION 1197  LAAHKTH  
   RHS     C  LAHKTH(-1)  PHKTH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1197 PLOT=0;END;                                                     

Equation number = 1197
**********************

Dependent variable = LAAHKTH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.746147328

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.450090233       0.105676731  -4.25912     1.000000
14000 LAHKTH  ( -1)       0.825913040       0.039207372  21.06525    -3.747278
13998 PHKTH   (  0)      -0.136114578       0.033863553  -4.01950     1.477661

SE of equation            =     0.097709123
Sum of squared residuals  =  1.76620847       0.473283635E-10
Average absolute error    =     0.069766891
Sum of ABS residuals      =  13.1161755    
R squared                 =   0.93697
Durbin-Watson statistic   =   2.01455
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                   *+                 !!          .  0.   .          !
 1966.2!                * +                   !!          . 0 .   .          !
 1966.3!             *  +                     !!          .0  .   .          !
 1966.4!           * +                        !!          0   .   .          !
 1967.1!      *    +                          !!       0  .   .   .          !
 1967.2!      *  +                            !!          .0  .   .          !
 1967.3!       * +                            !!          . 0 .   .          !
 1967.4!         +                            !!          .  0.   .          !
 1968.1!          +                           !!          .  0.   .          !
 1968.2!         *+                           !!          . 0 .   .          !
 1968.3!       * +                            !!          .0  .   .          !
 1968.4!       *+                             !!          .  0.   .          !
 1969.1!        +*                            !!          .   .0  .          !
 1969.2!      *  +                            !!         0.   .   .          !
 1969.3!      *+                              !!          .  0.   .          !
 1969.4!      *+                              !!          .  0.   .          !
 1970.1!    *  +                              !!          0   .   .          !
 1970.2!   * +                                !!          .0  .   .          !
 1970.3!   *+                                 !!          . 0 .   .          !
 1970.4!*   +                                 !!         0.   .   .          !
 1971.1! *+                                   !!          .  0.   .          !
 1971.2!  +*                                  !!          .   .0  .          !
 1971.3! *  +                                 !!          .0  .   .          !
 1971.4!   +*                                 !!          .   . 0 .          !
 1972.1!     +                                !!          .   0   .          !
 1972.2!     + *                              !!          .   . 0 .          !
 1972.3!      *+                              !!          .  0.   .          !
 1972.4!       +                              !!          .   0   .          !
 1973.1! *     +                              !!    0     .   .   .          !
 1973.2+*                                     !!          .   .0  .          !
 1973.3+      *                               !!          .   .   .     0    !
 1973.4!    +                                 !!          .   0   .          !
 1974.1!  +*                                  !!          .   . 0 .          !
 1974.2!   +                                  !!          .   .0  .          !
 1974.3!  +*                                  !!          .   .0  .          !
 1974.4*  +                                   !!          0   .   .          !
 1975.1!   +         *                        !!          .   .   .          0
 1975.2!              + *                     !!          .   .  0.          !
 1975.3!              * +                     !!          .0  .   .          !
 1975.4!             +   *                    !!          .   .   0          !
 1976.1!                +  *                  !!          .   .   .0         !
 1976.2!                  +                   !!          .   .0  .          !
 1976.3!                 +        *           !!          .   .   .        0 !
 1976.4!                        +  *          !!          .   .   0          !
 1977.1!                     *   +            !!       0  .   .   .          !
 1977.2!                 *  +                 !!          0   .   .          !
 1977.3!                +*                    !!          .   .0  .          !
 1977.4!                 + *                  !!          .   .  0.          !
 1978.1!                   +  *               !!          .   .   0          !
 1978.2!                      +               !!          .   .0  .          !
 1978.3!                    * +               !!          0   .   .          !
 1978.4!                    +                 !!          .  0.   .          !
 1979.1!                    *+                !!          .  0.   .          !
 1979.2!                     +        *       !!          .   .   .       0  !
 1979.3!                   *         +        !!0         .   .   .          !
 1979.4!                    +                 !!          .   0   .          !
 1980.1!                     +*               !!          .   . 0 .          !
 1980.2!                       +   *          !!          .   .   . 0        !
 1980.3!                       *   +          !!        0 .   .   .          !
 1980.4!                       +              !!          .   0   .          !
 1981.1!                        +*            !!          .   . 0 .          !
 1981.2!                      *  +            !!         0.   .   .          !
 1981.3!                    * +               !!          .0  .   .          !
 1981.4!                     + *              !!          .   .   0          !
 1982.1!                       +*             !!          .   . 0 .          !
 1982.2!                   *    +             !!      0   .   .   .          !
 1982.3!                   +   *              !!          .   .   .0         !
 1982.4!                       + *            !!          .   . 0 .          !
 1983.1!                        *+            !!          .  0.   .          !
 1983.2!                         +            !!          .   0   .          !
 1983.3!                         +            !!          .  0.   .          !
 1983.4!                         *+           !!          .  0.   .          !
 1984.1!                         +            !!          .   0   .          !
 1984.2!                        * +           !!          . 0 .   .          !
 1984.3!                         +*           !!          .   . 0 .          !
 1984.4!                     *    +           !!        0 .   .   .          !
 1985.1!                      +  *            !!          .   .   0          !
 1985.2!                         +*           !!          .   .0  .          !
 1985.3!                         *+           !!          . 0 .   .          !
 1985.4!                      *  +            !!         0.   .   .          !
 1986.1!                       +   *          !!          .   .   .0         !
 1986.2!                           +    *     !!          .   .   .  0       !
 1986.3!                               +*     !!          .   .0  .          !
 1986.4!                               +  *   !!          .   .   0          !
 1987.1!                                  +  *!!          .   .   . 0        !
 1987.2!                                    + *!          .   .  0.          !
 1987.3!                                  * + !!          0   .   .          !
 1987.4!                                *+    !!          . 0 .   .          !
 1988.1!                                + *   !!          .   .  0.          !
 1988.2!                               * +    !!          0   .   .          !
 1988.3!                             * +      !!          . 0 .   .          !
 1988.4!                              + *     !!          .   .   0          !
 1989.1!                                +     !!          .   0   .          !
 1989.2!                                + *   !!          .   .  0.          !
 1989.3!                                 +*   !!          .   . 0 .          !
 1989.4!                                 +    !!          .   0   .          !
 1990.1!                                 +    !!          .   0   .          !
 1990.2!                                +     !!          .  0.   .          !
 1990.3!                               +  *   !!          .   .   .0         !
 1990.4!                                  +*  !!          .   . 0 .          !
 1991.1!                                 * +  !!          .0  .   .          !
 1991.2!                                +     !!          .   0   .          !
 1991.3!                              * +     !!          . 0 .   .          !
 1991.4!                             *+       !!          . 0 .   .          !
 1992.1!                             +  *     !!          .   .   0          !
 1992.2!                            *   +     !!         0.   .   .          !
 1992.3!                         *   +        !!        0 .   .   .          !
 1992.4!                          +*          !!          .   . 0 .          !
 1993.1!                          *+          !!          .  0.   .          !
 1993.2!                       *   +          !!        0 .   .   .          !
 1993.3!                       *+             !!          .  0.   .          !
 1993.4!                       *+             !!          .  0.   .          !
 1994.1!                        +*            !!          .   . 0 .          !
 1994.2!                         *+           !!          . 0 .   .          !
 1994.3!                         *+           !!          .  0.   .          !
 1994.4!                          +           !!          .   0   .          !
 1995.1!                         * +          !!          . 0 .   .          !
 1995.2!                         *+           !!          . 0 .   .          !
 1995.3!                         *+           !!          .  0.   .          !
 1995.4!                       *  +           !!          0   .   .          !
 1996.1!                         +*           !!          .   . 0 .          !
 1996.2!                         * +          !!          . 0 .   .          !
 1996.3!                          +*          !!          .   . 0 .          !
 1996.4!                            +         !!          .   0   .          !
 1997.1!                            +         !!          .   0   .          !
 1997.2!                            +*        !!          .   . 0 .          !
 1997.3!                             +        !!          .   .0  .          !
 1997.4!                             + *      !!          .   . 0 .          !
 1998.1!                              + *     !!          .   .   0          !
 1998.2!                                +*    !!          .   . 0 .          !
 1998.3!                             *  +     !!          0   .   .          !
 1998.4!                             +*       !!          .   . 0 .          !
 1999.1!                             +  *     !!          .   .   0          !
 1999.2!                               +*     !!          .   0   .          !
 1999.3!                               +      !!          .   .0  .          !
 1999.4!                              *+      !!          .  0.   .          !
 2000.1!                              + *     !!          .   . 0 .          !
 2000.2!                               +      !!          .   0   .          !
 2000.3!                              +       !!          .   0   .          !
 2000.4!                            * +       !!          . 0 .   .          !
 2001.1!                            + *       !!          .   .  0.          !
 2001.2!                             +*       !!          .   .0  .          !
 2001.3!                             +  *     !!          .   .  0.          !
 2001.4!                               +      !!          .   0   .          !
 2002.1!                              +  *    !!          .   .   .0         !
 2002.2!                                +*    !!          .   .0  .          !
 2002.3!                                +  *  !!          .   .   0          !
 2002.4!                                  +   !!          .   0   .          !
 2003.1!                                 +    !!          .   0   .          !
 2003.2!                                *+    !!          .   0   .          !
 2003.3!                                + *   !!          .   .   0          !
 2003.4!                                 *+   !!          .   0   .          !
 2004.1!                                 + *  !!          .   .  0.          !
 2004.2!                                 *+   !!          .  0.   .          !
 2004.3!                               * +    !!          . 0 .   .          !
 2004.4!                              *+      !!          .0  .   .          !
 2005.1!                              +       !!          .   .0  .          !
 2005.2!                              +*      !!          .   .0  .          !
 2005.3!                              *+      !!          .  0.   .          !
 2005.4!                              +       !!          .   0   .          !
 2006.1!                              +  *    !!          .   .  0.          !
 2006.2!                                *+    !!          .  0.   .          !
 2006.3!                                +     !!          .   0   .          !
 2006.4!                               *+     !!          . 0 .   .          !
 2007.1!                               + *    !!          .   .   0          !
 2007.2!                                 + *  !!          .   . 0 .          !
 2007.3!                                 *+   !!          . 0 .   .          !
 2007.4!                                 +*   !!          .   .0  .          !
 2008.1!                                  +   !!          .   0   .          !
 2008.2!                                 *+   !!          .  0.   .          !
 2008.3!                              *  +    !!          0   .   .          !
 2008.4!                               +*     !!          .   . 0 .          !
 2009.1!                                +     !!          .   .0  .          !
 2009.2!                                +     !!          .   0   .          !
 2009.3!                             *  +     !!          0   .   .          !
 2009.4!                             +*       !!          .   .0  .          !
 2010.1!                             *+       !!          .  0.   .          !
 2010.2!                              +*      !!          .   . 0 .          !
 2010.3!                               +      !!          .   0   .          !
 2010.4!                               +*     !!          .   . 0 .          !
 2011.1!                                +  *  !!          .   .   0          !
 2011.2!                                  +   !!          .  0.   .          !
 2011.3!                               * +    !!          .0  .   .          !
 2011.4!                          *    +      !!      0   .   .   .          !
 2012.1!                           +*         !!          .   . 0 .          !
 2012.2!                            +*        !!          .   .0  .          !
 2012.3!                            *+        !!          . 0 .   .          !
 2012.4!                          * +         !!          .0  .   .          !


     25.53 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSITH=SIPX$/THPMM;                                                      
 GENR LAASITH=LOG(AASITH+.00001);                                             
 GENR LASITH=LOG(ASITH+.00001);                                               
 LHS AASITH=EXP(LAASITH)-.00001;                                              
  EQ 1872 LAASITH C LASITH(-1) PSITH;                                         
EQUATION 1198  LAASITH  
   RHS     C  LASITH(-1)  PSITH  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST 1198 PLOT=0;END;                                                     

Equation number = 1198
**********************

Dependent variable = LAASITH 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -2.638171783

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.098100635       0.049811998  -1.96942     1.000000
14003 LASITH  ( -1)       0.952313421       0.027525347  34.59769    -2.643117
14001 PSITH   (  0)      -0.015564533       0.036827473  -0.42263     1.477440

SE of equation            =     0.109638458
Sum of squared residuals  =  2.10360351      -0.933031430E-12
Average absolute error    =     0.077709144
Sum of ABS residuals      =  13.8322276    
R squared                 =   0.93856
Durbin-Watson statistic   =   2.37601
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3!      * +                             !!          .0  .   .          !
 1968.4!      *+                              !!          .   0   .          !
 1969.1!       +*                             !!          .   .0  .          !
 1969.2!      *  +                            !!          0   .   .          !
 1969.3!      *+                              !!          .  0.   .          !
 1969.4!      *+                              !!          .0  .   .          !
 1970.1!   *   +                              !!         0.   .   .          !
 1970.2!   *+                                 !!          .0  .   .          !
 1970.3!   *+                                 !!          . 0 .   .          !
 1970.4! *  +                                 !!         0.   .   .          !
 1971.1! *+                                   !!          . 0 .   .          !
 1971.2!  +*                                  !!          .   . 0 .          !
 1971.3!    +                                 !!          .  0.   .          !
 1971.4!     + *                              !!          .   .  0.          !
 1972.1!        +                             !!          .   .0  .          !
 1972.2!         +  *                         !!          .   .   0          !
 1972.3!            +                         !!          .   0   .          !
 1972.4!            *+                        !!          .  0.   .          !
 1973.1!     *       +                        !! 0        .   .   .          !
 1973.2*      +                               !!   0      .   .   .          !
 1973.3!+  *                                  !!          .   .   0          !
 1973.4!*   +                                 !!        0 .   .   .          !
 1974.1! +       *                            !!          .   .   .        0 !
 1974.2!         *+                           !!          . 0 .   .          !
 1974.3!         +*                           !!          .   . 0 .          !
 1974.4!  *        +                          !0          .   .   .          !
 1975.1!   +  *                               !!          .   .   .0         !
 1975.2!       +*                             !!          .   .  0.          !
 1975.3!         +                            !!          .   0   .          !
 1975.4!          +     *                     !!          .   .   .     0    !
 1976.1!         *      +                     !!   0      .   .   .          !
 1976.2!          +                           !!          .   0   .          !
 1976.3!          *+                          !!          .  0.   .          !
 1976.4!         * +                          !!          .0  .   .          !
 1977.1!   *      +                           !!   0      .   .   .          !
 1977.2!    + *                               !!          .   .  0.          !
 1977.3!      + *                             !!          .   .  0.          !
 1977.4!         +     *                      !!          .   .   .     0    !
 1978.1!               +   *                  !!          .   .   . 0        !
 1978.2!                 * +                  !!         0.   .   .          !
 1978.3!                 +    *               !!          .   .   .   0      !
 1978.4!                      + *             !!          .   . 0 .          !
 1979.1!                        +*            !!          .   .  0.          !
 1979.2!                      *  +            !!         0.   .   .          !
 1979.3!                     *+               !!          .  0.   .          !
 1979.4!                      + *             !!          .   .   .0         !
 1980.1!                        +             !!          .  0.   .          !
 1980.2!                        +  *          !!          .   .   .0         !
 1980.3!                       *   +          !!        0 .   .   .          !
 1980.4!                       +*             !!          .   . 0 .          !
 1981.1!                        +  *          !!          .   .   .0         !
 1981.2!                      *    +          !!     0    .   .   .          !
 1981.3!                  *   +               !!         0.   .   .          !
 1981.4!               *   +                  !!         0.   .   .          !
 1982.1!                +     *               !!          .   .   .     0    !
 1982.2!                      +               !!          .   0   .          !
 1982.3!                     *+               !!          . 0 .   .          !
 1982.4!                     +  *             !!          .   .   .0         !
 1983.1!                       *+             !!          . 0 .   .          !
 1983.2!                       +              !!          .   0   .          !
 1983.3!                       + *            !!          .   .   0          !
 1983.4!                    *    +            !!     0    .   .   .          !
 1984.1!                    +    *            !!          .   .   .    0     !
 1984.2!                         +    *       !!          .   .   .  0       !
 1984.3!                             +  *     !!          .   .   0          !
 1984.4!                            *  +      !!         0.   .   .          !
 1985.1!                            + *       !!          .   .  0.          !
 1985.2!                            * +       !!          .0  .   .          !
 1985.3!                            + *       !!          .   .  0.          !
 1985.4!                             +*       !!          .   0   .          !
 1986.1!                         *   +        !!       0  .   .   .          !
 1986.2!                         +    *       !!          .   .   .  0       !
 1986.3!                              + *     !!          .   .  0.          !
 1986.4!                              * +     !!          . 0 .   .          !
 1987.1!                           *  +       !!        0 .   .   .          !
 1987.2!                           +  *       !!          .   .   .0         !
 1987.3!                              +*      !!          .   . 0 .          !
 1987.4!                               +      !!          .   0   .          !
 1988.1!                               +  *   !!          .   .   0          !
 1988.2!                                 +  * !!          .   .   0          !
 1988.3!                               *    + !!      0   .   .   .          !
 1988.4!                               +      *!          .   .   .       0  !
 1989.1!                                *     +!     0    .   .   .          !
 1989.2!                                +     !!          .   .0  .          !
 1989.3!                              * +     !!          0   .   .          !
 1989.4!                             +   *    !!          .   .   . 0        !
 1990.1!                                 +*   !!          .   .0  .          !
 1990.2!                               * +    !!          0   .   .          !
 1990.3!                               +*     !!          .   . 0 .          !
 1990.4!                                +     !!          .   .0  .          !
 1991.1!                                +*    !!          .   .0  .          !
 1991.2!                              *  +    !!          0   .   .          !
 1991.3!                              + *     !!          .   .   0          !
 1991.4!                                +*    !!          .   . 0 .          !
 1992.1!                                *+    !!          . 0 .   .          !
 1992.2!                                +     !!          .   0   .          !
 1992.3!                                +     !!          .   .0  .          !
 1992.4!                              * +     !!          .0  .   .          !
 1993.1!                              +       !!          .   0   .          !
 1993.2!                              +       !!          .   0   .          !
 1993.3!                              + *     !!          .   .  0.          !
 1993.4!                              * +     !!          .0  .   .          !
 1994.1!                              +*      !!          .   . 0 .          !
 1994.2!                               + *    !!          .   .  0.          !
 1994.3!                                *+    !!          .  0.   .          !
 1994.4!                                +*    !!          .   .0  .          !
 1995.1!                                *+    !!          .  0.   .          !
 1995.2!                                +     !!          .   .0  .          !
 1995.3!                               *+     !!          .  0.   .          !
 1995.4!                               +      !!          .   0   .          !
 1996.1!                               + *    !!          .   .  0.          !
 1996.2!                              * +     !!          0   .   .          !
 1996.3!                              +*      !!          .   .0  .          !
 1996.4!                               +*     !!          .   . 0 .          !
 1997.1!                            *   +     !!         0.   .   .          !
 1997.2!                            +         !!          .  0.   .          !
 1997.3!                            + *       !!          .   .   0          !
 1997.4!                              +*      !!          .   .0  .          !
 1998.1!                               +      !!          .   0   .          !
 1998.2!                               +      !!          .  0.   .          !
 1998.3!                               +*     !!          .   . 0 .          !
 1998.4!                                +     !!          .   .0  .          !
 1999.1!                                +*    !!          .   .0  .          !
 1999.2!                                 +*   !!          .   . 0 .          !
 1999.3!                                 + *  !!          .   .  0.          !
 1999.4!                                   +  !!          .   0   .          !
 2000.1!                                *  +  !!          0   .   .          !
 2000.2!                                +*    !!          .   .0  .          !
 2000.3!                                *+    !!          . 0 .   .          !
 2000.4!                               +      !!          .   0   .          !
 2001.1!                               +      !!          .   0   .          !
 2001.2!                             * +      !!          . 0 .   .          !
 2001.3!                             +*       !!          .   .0  .          !
 2001.4!                              +  *    !!          .   .   0          !
 2002.1!                                *+    !!          .   0   .          !
 2002.2!                                +     !!          .   0   .          !
 2002.3!                                +     !!          .  0.   .          !
 2002.4!                               *+     !!          .   0   .          !
 2003.1!                               +      !!          .   0   .          !
 2003.2!                              *+      !!          . 0 .   .          !
 2003.3!                              + *     !!          .   .  0.          !
 2003.4!                                +     !!          .   0   .          !
 2004.1!                                +     !!          .   0   .          !
 2004.2!                               *+     !!          .  0.   .          !
 2004.3!                               + *    !!          .   .  0.          !
 2004.4!                                 +    !!          .   0   .          !
 2005.1!                               *+     !!          . 0 .   .          !
 2005.2!                               +*     !!          .   .0  .          !
 2005.3!                                +*    !!          .   . 0 .          !
 2005.4!                                 + *  !!          .   .  0.          !
 2006.1!                                   +  !!          .   0   .          !
 2006.2!                                  +   !!          .  0.   .          !
 2006.3!                                  +   !!          .   0   .          !
 2006.4!                                  +*  !!          .   .  0.          !
 2007.1!                                   +  !!          .   0   .          !
 2007.2!                                   +  !!          .   0   .          !
 2007.3!                                   +  !!          .   0   .          !
 2007.4!                                   +  !!          .   0   .          !
 2008.1!                                 * +  !!          .0  .   .          !
 2008.2!                                +     !!          .  0.   .          !
 2008.3!                               *+     !!          .  0.   .          !
 2008.4!                               + *    !!          .   . 0 .          !
 2009.1!                                 +*   !!          .   .  0.          !
 2009.2!                                 *+   !!          .  0.   .          !
 2009.3!                                *+    !!          . 0 .   .          !
 2009.4!                                +     !!          .   0   .          !
 2010.1!                              *+      !!          . 0 .   .          !
 2010.2!                              +       !!          .  0.   .          !
 2010.3!                             *+       !!          .  0.   .          !
 2010.4!                             +*       !!          .   . 0 .          !
 2011.1!                            * +       !!          .0  .   .          !
 2011.2!                            *+        !!          .  0.   .          !
 2011.3!                           *+         !!          . 0 .   .          !
 2011.4!                           +*         !!          .   .0  .          !
 2012.1!                            +*        !!          .   . 0 .          !
 2012.2!                           * +        !!          .0  .   .          !
 2012.3!                           +          !!          .   0   .          !
 2012.4!                           +*         !!          .   0   .          !


     26.40 percent of the residuals exceed 1 SE
      7.87 percent of the residuals exceed 2 SE
@EQ  1873 LAAVITH C LAVITH(-1) PVITH;SMPL 1985.2 2012.4;OLS;EST 1873 PLOT=0;EN
@@EQ 1874 LAANITH C LANITH(-1) PNITH;SMPL 2001.3 2012.4;OLS;EST 1874 PLOT=0;EN
@@EQ 1875 LAAALTH C LAALTH(-1) PALTH;SMPL 2012.3 2012.4;OLS;EST 1875 PLOT=0;EN
@@EQ 1876 LAAIATH C LAIATH(-1) PIATH;SMPL 1978.1 2012.4;OLS;EST 1876 PLOT=0;EN
@@EQ 1877 LAAINTH C LAINTH(-1) PINTH;SMPL 2000.3 2012.4;OLS;EST 1877 PLOT=0;EN
@@EQ 1878 LAAIQTH C LAIQTH(-1) PIQTH;SMPL 2006.2 2012.4;OLS;EST 1878 PLOT=0;EN
@@EQ 1879 LAAKUTH C LAKUTH(-1) PKUTH;SMPL 1994.4 2012.4;OLS;EST 1879 PLOT=0;EN
@@EQ 1880 LAALITH C LALITH(-1) PLITH;SMPL 2013.1 2012.4;OLS;EST 1880 PLOT=0;EN
@@EQ 1881 LAAUATH C LAUATH(-1) PUATH;SMPL 1983.2 2012.4;OLS;EST 1881 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSCH=USPX$/CHPMM;                                                      
 GENR LAAUSCH=LOG(AAUSCH+.00001);                                             
 GENR LAUSCH=LOG(AUSCH+.00001);                                               
 LHS AAUSCH=EXP(LAAUSCH)-.00001;                                              
  EQ 1882 LAAUSCH C LAUSCH(-1) PUSCH;                                         
EQUATION 1199  LAAUSCH  
   RHS     C  LAUSCH(-1)  PUSCH  
 SMPL 1973.1 2012.4;                                                          
Sample period is now  1973.1 to  2012.4 Internally:    85 to   244
 OLS;EST 1199 PLOT=0;END;                                                     

Equation number = 1199
**********************

Dependent variable = LAAUSCH 

 1973.1 -   2012.4,    0 missing obs.,  160 obs. used.

Mean of dependent variable       -2.367223497

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.081519353       0.381015726  -0.21395     1.000000
14006 LAUSCH  ( -1)       0.796787119       0.047746260  16.68795    -2.367822
14004 PUSCH   (  0)      -0.391792721       0.367258748  -1.06680     1.018533

SE of equation            =     0.300722376
Sum of squared residuals  =  14.1981298       0.301050296E-10
Average absolute error    =     0.172937886
Sum of ABS residuals      =  27.6700618    
R squared                 =   0.64532
Durbin-Watson statistic   =   2.15240
SMPL and No. Obs.         = 1973.1   2012.4    160

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.1!                        * +           !!            0 . .            !
 1973.2!                         +    *       !!            . . . 0          !
 1973.3!                              +       *!            . . .    0       !
 1973.4!                                    + !!            . 0 .            !
 1974.1!                                  +   *!            . . .0           !
 1974.2!                               *    + !!          0 . . .            !
 1974.3!                               +*     !!            . .0.            !
 1974.4!                 *             +      !!  0         . . .            !
 1975.1!                   + *                !!            . . 0            !
 1975.2!                      +*              !!            . 0 .            !
 1975.3!                 *      +             !!         0  . . .            !
 1975.4!                   +     *            !!            . . . 0          !
 1976.1!                      *  +            !!            0 . .            !
 1976.2!               *       +              !!       0    . . .            !
 1976.3*                 +                    !0            . . .            !
 1976.4!     +  *                             !!            . . .0           !
 1977.1!            +                         !!            . 0 .            !
 1977.2!               +   *                  !!            . . .0           !
 1977.3!           *        +                 !!      0     . . .            !
 1977.4!              +      *                !!            . . .  0         !
 1978.1!                      + *             !!            . .0.            !
 1978.2!                       *+             !!            .0. .            !
 1978.3!                        +    *        !!            . . . 0          !
 1978.4!                             + *      !!            . . 0            !
 1979.1!                               +      !!            . .0.            !
 1979.2!                             * +      !!            0 . .            !
 1979.3!                             + *      !!            . . 0            !
 1979.4!                              +   *   !!            . . .0           !
 1980.1!                                 +  * !!            . . .0           !
 1980.2!                                   +  !!            . .0.            !
 1980.3!                                  +  *!!            . . 0            !
 1980.4!                                   +* !!            . .0.            !
 1981.1!                                  + * !!            . .0.            !
 1981.2!                                 *+   !!            .0. .            !
 1981.3!                                +  *  !!            . . .0           !
 1981.4!                                 +  * !!            . . 0            !
 1982.1!                                  + * !!            . .0.            !
 1982.2!                                  +*  !!            . .0.            !
 1982.3!                                 +    !!            . 0 .            !
 1982.4!                              *+      !!            .0. .            !
 1983.1!                             +   *    !!            . . .0           !
 1983.2!                          *    +      !!          0 . . .            !
 1983.3!                          +           !!            . 0 .            !
 1983.4!                          +    *      !!            . . . 0          !
 1984.1!                              +       !!            . 0 .            !
 1984.2!                            *+        !!            .0. .            !
 1984.3!                           +  *       !!            . . 0            !
 1984.4!                             +*       !!            . .0.            !
 1985.1!                          *  +        !!            0 . .            !
 1985.2!                          +           !!            . 0 .            !
 1985.3!                          +*          !!            . .0.            !
 1985.4!                           + *        !!            . . 0            !
 1986.1!                             +        !!            . 0 .            !
 1986.2!                            +         !!            . 0 .            !
 1986.3!                        *  +          !!            0 . .            !
 1986.4!                         +            !!            . 0 .            !
 1987.1!                          + *         !!            . . 0            !
 1987.2!                          * +         !!            .0. .            !
 1987.3!                          +*          !!            . 0 .            !
 1987.4!                           + *        !!            . . 0            !
 1988.1!                            *+        !!            . 0 .            !
 1988.2!                            +*        !!            . 0 .            !
 1988.3!                           *+         !!            .0. .            !
 1988.4!                           +*         !!            . .0.            !
 1989.1!                            +*        !!            . .0.            !
 1989.2!                            *+        !!            .0. .            !
 1989.3!                            +   *     !!            . . .0           !
 1989.4!                              *+      !!            .0. .            !
 1990.1!                             +        !!            . 0 .            !
 1990.2!                             +        !!            . 0 .            !
 1990.3!                            +         !!            . 0 .            !
 1990.4!                            +         !!            . 0 .            !
 1991.1!                            +*        !!            . .0.            !
 1991.2!                             +        !!            . 0 .            !
 1991.3!                             +        !!            . 0 .            !
 1991.4!                             +        !!            . 0 .            !
 1992.1!                           * +        !!            .0. .            !
 1992.2!                            +         !!            . 0 .            !
 1992.3!                           *+         !!            .0. .            !
 1992.4!                           +*         !!            . .0.            !
 1993.1!                          * +         !!            0 . .            !
 1993.2!                          *+          !!            .0. .            !
 1993.3!                          +*          !!            . 0 .            !
 1993.4!                           +          !!            . 0 .            !
 1994.1!                          *+          !!            .0. .            !
 1994.2!                          +           !!            . 0 .            !
 1994.3!                           +          !!            . 0 .            !
 1994.4!                         * +          !!            0 . .            !
 1995.1!                          +*          !!            . .0.            !
 1995.2!                          *+          !!            .0. .            !
 1995.3!                          +           !!            . 0 .            !
 1995.4!                           +          !!            . 0 .            !
 1996.1!                           +          !!            .0. .            !
 1996.2!                         * +          !!            0 . .            !
 1996.3!                         *+           !!            .0. .            !
 1996.4!                         + *          !!            . . 0            !
 1997.1!                          * +         !!            0 . .            !
 1997.2!                         *+           !!            .0. .            !
 1997.3!                         *+           !!            . 0 .            !
 1997.4!                          +*          !!            . .0.            !
 1998.1!                          *+          !!            . 0 .            !
 1998.2!                          +           !!            . 0 .            !
 1998.3!                          +           !!            . 0 .            !
 1998.4!                          +   *       !!            . . .0           !
 1999.1!                         *   +        !!          0 . . .            !
 1999.2!                         +*           !!            . .0.            !
 1999.3!                          +           !!            . 0 .            !
 1999.4!                          +           !!            .0. .            !
 2000.1!                       *  +           !!            0 . .            !
 2000.2!                        + *           !!            . .0.            !
 2000.3!                          +           !!            . 0 .            !
 2000.4!                          +           !!            . 0 .            !
 2001.1!                         *+           !!            . 0 .            !
 2001.2!                         +*           !!            . 0 .            !
 2001.3!                          +           !!            . 0 .            !
 2001.4!                          +*          !!            . .0.            !
 2002.1!                         * +          !!            .0. .            !
 2002.2!                         +*           !!            . 0 .            !
 2002.3!                         *+           !!            . 0 .            !
 2002.4!                         +*           !!            . .0.            !
 2003.1!                         *+           !!            . 0 .            !
 2003.2!                         +            !!            .0. .            !
 2003.3!                        *+            !!            .0. .            !
 2003.4!                        +  *          !!            . . .0           !
 2004.1!                          *+          !!            .0. .            !
 2004.2!                         *+           !!            .0. .            !
 2004.3!                        *+            !!            . 0 .            !
 2004.4!                         +            !!            . 0 .            !
 2005.1!                         *+           !!            .0. .            !
 2005.2!                         +            !!            . 0 .            !
 2005.3!                         +            !!            . 0 .            !
 2005.4!                         +*           !!            . 0 .            !
 2006.1!                          +           !!            . 0 .            !
 2006.2!                          +           !!            . 0 .            !
 2006.3!                          +           !!            . 0 .            !
 2006.4!                          +           !!            . 0 .            !
 2007.1!                          +           !!            . 0 .            !
 2007.2!                          +           !!            . 0 .            !
 2007.3!                          +           !!            . 0 .            !
 2007.4!                          +*          !!            . .0.            !
 2008.1!                          *+          !!            .0. .            !
 2008.2!                          +           !!            . 0 .            !
 2008.3!                         *+           !!            . 0 .            !
 2008.4!                         +*           !!            . .0.            !
 2009.1!                          +           !!            . 0 .            !
 2009.2!                         *+           !!            . 0 .            !
 2009.3!                         +            !!            . 0 .            !
 2009.4!                         + *          !!            . . 0            !
 2010.1!                          *+          !!            .0. .            !
 2010.2!                         *+           !!            .0. .            !
 2010.3!                         +            !!            . 0 .            !
 2010.4!                         + *          !!            . . 0            !
 2011.1!                          *+          !!            .0. .            !
 2011.2!                         *+           !!            .0. .            !
 2011.3!                         +            !!            . 0 .            !
 2011.4!                         +*           !!            . .0.            !
 2012.1!                          +           !!            . 0 .            !
 2012.2!                         *+           !!            . 0 .            !
 2012.3!                         +*           !!            . 0 .            !
 2012.4!                          +*          !!            . .0.            !


     15.62 percent of the residuals exceed 1 SE
      4.38 percent of the residuals exceed 2 SE
@EQ  1883 LAACACH C LACACH(-1) PCACH;SMPL 1966.1 2012.4;OLS;EST 1883 PLOT=0;EN
@EQ  1884 LAAJACH C LAJACH(-1) PJACH;SMPL 1966.1 2012.4;OLS;EST 1884 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUCH=AUPX$/CHPMM;                                                      
 GENR LAAAUCH=LOG(AAAUCH+.00001);                                             
 GENR LAAUCH=LOG(AAUCH+.00001);                                               
 LHS AAAUCH=EXP(LAAAUCH)-.00001;                                              
  EQ 1885 LAAAUCH C LAAUCH(-1) PAUCH;                                         
EQUATION 1200  LAAAUCH  
   RHS     C  LAAUCH(-1)  PAUCH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1200 PLOT=0;END;                                                     

Equation number = 1200
**********************

Dependent variable = LAAAUCH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.479850902

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.916018208       0.336152949  -5.69984     1.000000
14009 LAAUCH  ( -1)       0.562253832       0.059764186   9.40787    -5.481032
14007 PAUCH   (  0)      -0.534469550       0.221263089  -2.41554     0.902018

SE of equation            =     0.357932499
Sum of squared residuals  =  23.7013997       0.366879860E-10
Average absolute error    =     0.260867467
Sum of ABS residuals      =  49.0430839    
R squared                 =   0.38245
Durbin-Watson statistic   =   2.17029
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!           +                          !!          .   0   .          !
 1966.2!         *    +                       !!          0   .   .          !
 1966.3!             +      *                 !!          .   .   . 0        !
 1966.4!                   +  *               !!          .   .  0.          !
 1967.1!                    +         *       !!          .   .   .   0      !
 1967.2!                       +          *   !!          .   .   .   0      !
 1967.3!                          +         * !!          .   .   .    0     !
 1967.4!                          *+          !!          .  0.   .          !
 1968.1!                *     +               !!          0   .   .          !
 1968.2!                +         *           !!          .   .   .    0     !
 1968.3!                      +      *        !!          .   .   . 0        !
 1968.4!                       +     *        !!          .   .   .0         !
 1969.1!              *         +             !!      0   .   .   .          !
 1969.2!               + *                    !!          .   .0  .          !
 1969.3!              * +                     !!          . 0 .   .          !
 1969.4!            *   +                     !!          .0  .   .          !
 1970.1!           *  +                       !!          . 0 .   .          !
 1970.2!            * +                       !!          . 0 .   .          !
 1970.3!              +         *             !!          .   .   .   0      !
 1970.4!             *       +                !!        0 .   .   .          !
 1971.1!              *+                      !!          .   0   .          !
 1971.2!              * +                     !!          .  0.   .          !
 1971.3!            *  +                      !!          . 0 .   .          !
 1971.4!              +            *          !!          .   .   .     0    !
 1972.1!                     * +              !!          .  0.   .          !
 1972.2!                    +                 *!          .   .   .          0
 1972.3!                            *+        !!          .   0   .          !
 1972.4!                    *  +              !!          . 0 .   .          !
 1973.1!       *           +                  !!    0     .   .   .          !
 1973.2!           +               *          !!          .   .   .        0 !
 1973.3!                      +  *            !!          .   .  0.          !
 1973.4!             *       +                !!       0  .   .   .          !
 1974.1!*              +                      !! 0        .   .   .          !
 1974.2*        +                             !!       0  .   .   .          !
 1974.3!     * +                              !!          . 0 .   .          !
 1974.4!   *       +                          !!        0 .   .   .          !
 1975.1!         +           *                !!          .   .   .     0    !
 1975.2!                   +     *            !!          .   .   .0         !
 1975.3!                 *    +               !!          0   .   .          !
 1975.4!                  +       *           !!          .   .   .  0       !
 1976.1!         *            +               !!   0      .   .   .          !
 1976.2!             +      *                 !!          .   .   . 0        !
 1976.3!                   + *                !!          .   . 0 .          !
 1976.4!                *  +                  !!          .0  .   .          !
 1977.1!           *    +                     !!         0.   .   .          !
 1977.2!             +        *               !!          .   .   .  0       !
 1977.3!                   + *                !!          .   .0  .          !
 1977.4!                   +        *         !!          .   .   .   0      !
 1978.1!                       +    *         !!          .   .   0          !
 1978.2!                       +    *         !!          .   .   0          !
 1978.3!                       +  *           !!          .   . 0 .          !
 1978.4!                    * +               !!          .  0.   .          !
 1979.1!                  +   *               !!          .   .  0.          !
 1979.2!                    +*                !!          .   .0  .          !
 1979.3!                   +          *       !!          .   .   .    0     !
 1979.4!                       *+             !!          .  0.   .          !
 1980.1!          *         +                 !!      0   .   .   .          !
 1980.2!             +            *           !!          .   .   .      0   !
 1980.3!                      +   *           !!          .   .  0.          !
 1980.4!                     *+               !!          .  0.   .          !
 1981.1!                   *+                 !!          .  0.   .          !
 1981.2!               *   +                  !!          .0  .   .          !
 1981.3!            *    +                    !!          0   .   .          !
 1981.4!            *  +                      !!          .0  .   .          !
 1982.1!               +      *               !!          .   .   .0         !
 1982.2!                  * +                 !!          . 0 .   .          !
 1982.3!                   +                  !!          .   0   .          !
 1982.4!                   + *                !!          .   .0  .          !
 1983.1!         *          +                 !!     0    .   .   .          !
 1983.2!            *+                        !!          .  0.   .          !
 1983.3!               *+                     !!          .   0   .          !
 1983.4!                *+                    !!          .  0.   .          !
 1984.1!                  +                   !!          .   0   .          !
 1984.2!                   +                  !!          .   0   .          !
 1984.3!                    +    *            !!          .   .   0          !
 1984.4!                       +              !!          .   0   .          !
 1985.1!                   *  +               !!          . 0 .   .          !
 1985.2!                    +     *           !!          .   .   .0         !
 1985.3!                   *   +              !!          .0  .   .          !
 1985.4!                   +     *            !!          .   .   .0         !
 1986.1!                      +  *            !!          .   .  0.          !
 1986.2!                    * +               !!          . 0 .   .          !
 1986.3!                   +      *           !!          .   .   . 0        !
 1986.4!                      +*              !!          .   0   .          !
 1987.1!                    +                 !!          .   0   .          !
 1987.2!                * +                   !!          . 0 .   .          !
 1987.3!                 +  *                 !!          .   .  0.          !
 1987.4!                  + *                 !!          .   .0  .          !
 1988.1!              *   +                   !!          .0  .   .          !
 1988.2!               +                      !!          .   0   .          !
 1988.3!               *+                     !!          .  0.   .          !
 1988.4!                +*                    !!          .   .0  .          !
 1989.1!                 +                    !!          .   0   .          !
 1989.2!                 *+                   !!          .   0   .          !
 1989.3!               *  +                   !!          . 0 .   .          !
 1989.4!                + *                   !!          .   . 0 .          !
 1990.1!                 +  *                 !!          .   .  0.          !
 1990.2!                  +    *              !!          .   .  0.          !
 1990.3!                   +*                 !!          .   0   .          !
 1990.4!                 +      *             !!          .   .   . 0        !
 1991.1!                    + *               !!          .   .0  .          !
 1991.2!                 *  +                 !!          . 0 .   .          !
 1991.3!                 + *                  !!          .   . 0 .          !
 1991.4!                  +    *              !!          .   .   .0         !
 1992.1!             *      +                 !!        0 .   .   .          !
 1992.2!           *  +                       !!          . 0 .   .          !
 1992.3!             +*                       !!          .   .0  .          !
 1992.4!           *   +                      !!          .0  .   .          !
 1993.1!         *   +                        !!          .0  .   .          !
 1993.2!           *+                         !!          .  0.   .          !
 1993.3!              +                       !!          .   0   .          !
 1993.4!               + *                    !!          .   . 0 .          !
 1994.1!            *    +                    !!          0   .   .          !
 1994.2!              +*                      !!          .   .0  .          !
 1994.3!      *        +                      !!      0   .   .   .          !
 1994.4!          +  *                        !!          .   .  0.          !
 1995.1!       *      +                       !!         0.   .   .          !
 1995.2!           +*                         !!          .   .0  .          !
 1995.3!           * +                        !!          . 0 .   .          !
 1995.4!             +   *                    !!          .   .  0.          !
 1996.1!         *      +                     !!        0 .   .   .          !
 1996.2!      *     +                         !!         0.   .   .          !
 1996.3!   *      +                           !!        0 .   .   .          !
 1996.4!         +  *                         !!          .   .  0.          !
 1997.1!       *      +                       !!        0 .   .   .          !
 1997.2!       *   +                          !!          0   .   .          !
 1997.3!          *+                          !!          .  0.   .          !
 1997.4!          *  +                        !!          . 0 .   .          !
 1998.1!            *+                        !!          .  0.   .          !
 1998.2!       *      +                       !!         0.   .   .          !
 1998.3!          *+                          !!          .  0.   .          !
 1998.4!            +  *                      !!          .   .  0.          !
 1999.1!            *  +                      !!          . 0 .   .          !
 1999.2!              + *                     !!          .   . 0 .          !
 1999.3!            *   +                     !!          .0  .   .          !
 1999.4!              + *                     !!          .   .0  .          !
 2000.1!             *  +                     !!          .0  .   .          !
 2000.2!            *  +                      !!          . 0 .   .          !
 2000.3!              *+                      !!          .  0.   .          !
 2000.4!               *+                     !!          .  0.   .          !
 2001.1!               *+                     !!          .  0.   .          !
 2001.2!              * +                     !!          . 0 .   .          !
 2001.3!             * +                      !!          . 0 .   .          !
 2001.4!               +          *           !!          .   .   .    0     !
 2002.1!             *        +               !!       0  .   .   .          !
 2002.2!               + *                    !!          .   . 0 .          !
 2002.3!              * +                     !!          . 0 .   .          !
 2002.4!              +            *          !!          .   .   .      0   !
 2003.1!            *         +               !!      0   .   .   .          !
 2003.2!           * +                        !!          .  0.   .          !
 2003.3!          *  +                        !!          . 0 .   .          !
 2003.4!           + *                        !!          .   .0  .          !
 2004.1!          *  +                        !!          . 0 .   .          !
 2004.2!           +   *                      !!          .   .  0.          !
 2004.3!            * +                       !!          . 0 .   .          !
 2004.4!           *+                         !!          .  0.   .          !
 2005.1!            +   *                     !!          .   .  0.          !
 2005.2!             * +                      !!          .  0.   .          !
 2005.3!             +   *                    !!          .   .  0.          !
 2005.4!             * +                      !!          . 0 .   .          !
 2006.1!         *   +                        !!          0   .   .          !
 2006.2!          +*                          !!          .   0   .          !
 2006.3!         * +                          !!          . 0 .   .          !
 2006.4!        * +                           !!          . 0 .   .          !
 2007.1!          +                           !!          .   0   .          !
 2007.2!         * +                          !!          .  0.   .          !
 2007.3!          +                           !!          .   0   .          !
 2007.4!          +  *                        !!          .   . 0 .          !
 2008.1!          * +                         !!          . 0 .   .          !
 2008.2!          +*                          !!          .   .0  .          !
 2008.3!           +*                         !!          .   0   .          !
 2008.4!            + *                       !!          .   . 0 .          !
 2009.1!             +                        !!          .   0   .          !
 2009.2!           *+                         !!          .  0.   .          !
 2009.3!          *+                          !!          .   0   .          !
 2009.4!          + *                         !!          .   .0  .          !
 2010.1!          * +                         !!          .  0.   .          !
 2010.2!            +*                        !!          .   .0  .          !
 2010.3!            *+                        !!          .  0.   .          !
 2010.4!           * +                        !!          .  0.   .          !
 2011.1!           *+                         !!          .  0.   .          !
 2011.2!            +                         !!          .   0   .          !
 2011.3!           *+                         !!          .  0.   .          !
 2011.4!          * +                         !!          . 0 .   .          !
 2012.1!           *+                         !!          .   0   .          !
 2012.2!          * +                         !!          . 0 .   .          !
 2012.3!           *+                         !!          .  0.   .          !
 2012.4!          * +                         !!          . 0 .   .          !


     26.06 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@EQ  1886 LAAFRCH C LAFRCH(-1) PFRCH;SMPL 1966.1 2012.4;OLS;EST 1886 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGECH=GEPX$/CHPMM;                                                      
 GENR LAAGECH=LOG(AAGECH+.00001);                                             
 GENR LAGECH=LOG(AGECH+.00001);                                               
 LHS AAGECH=EXP(LAAGECH)-.00001;                                              
  EQ 1887 LAAGECH C LAGECH(-1) PGECH;                                         
EQUATION 1201  LAAGECH  
   RHS     C  LAGECH(-1)  PGECH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1201 PLOT=0;END;                                                     

Equation number = 1201
**********************

Dependent variable = LAAGECH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.551234256

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.067419079       0.092784728  -0.72662     1.000000
14012 LAGECH  ( -1)       0.894879156       0.030934224  28.92845    -2.547143
14010 PGECH   (  0)      -0.227297564       0.107517460  -2.11405     0.899394

SE of equation            =     0.156703296
Sum of squared residuals  =  4.54284576      -0.626609875E-11
Average absolute error    =     0.114119050
Sum of ABS residuals      =  21.4543815    
R squared                 =   0.86095
Durbin-Watson statistic   =   2.57476
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                       +   *          !!          .   .   0          !
 1966.2!                        * +           !!          . 0 .   .          !
 1966.3!                       +     *        !!          .   .   .0         !
 1966.4!                        *   +         !!          .0  .   .          !
 1967.1!                        +             *!          .   .   .         0!
 1967.2!                                *   + !!          .0  .   .          !
 1967.3!                              +       *!          .   .   .  0       !
 1967.4!                                 * +  !!          .0  .   .          !
 1968.1!                               +     *!!          .   .   . 0        !
 1968.2!                             *     +  !!        0 .   .   .          !
 1968.3!                           +     *    !!          .   .   . 0        !
 1968.4!                                + *   !!          .   . 0 .          !
 1969.1!                                +    *!!          .   .   .0         !
 1969.2!                                  *+  !!          .  0.   .          !
 1969.3!                       *        +     !!      0   .   .   .          !
 1969.4!                       + *            !!          .   . 0 .          !
 1970.1!                        + *           !!          .   . 0 .          !
 1970.2!                         +  *         !!          .   . 0 .          !
 1970.3!                           +  *       !!          .   .  0.          !
 1970.4!                        *    +        !!         0.   .   .          !
 1971.1!                       +*             !!          .   .0  .          !
 1971.2!                        +*            !!          .   .0  .          !
 1971.3!                      * +             !!          .  0.   .          !
 1971.4!                      +*              !!          .   .0  .          !
 1972.1!                      + *             !!          .   . 0 .          !
 1972.2!                     * +              !!          . 0 .   .          !
 1972.3!                    +      *          !!          .   .   . 0        !
 1972.4!                  *       +           !!       0  .   .   .          !
 1973.1!                  +  *                !!          .   .   0          !
 1973.2!                  *  +                !!          . 0 .   .          !
 1973.3!                 +   *                !!          .   .   0          !
 1973.4!               *    +                 !!         0.   .   .          !
 1974.1!           *   +                      !!          0   .   .          !
 1974.2!           +        *                 !!          .   .   .   0      !
 1974.3!                 *  +                 !!          . 0 .   .          !
 1974.4!                 +      *             !!          .   .   .  0       !
 1975.1!                     * +              !!          . 0 .   .          !
 1975.2!                    + *               !!          .   . 0 .          !
 1975.3!                      +               !!          .   0   .          !
 1975.4!                     +   *            !!          .   .   0          !
 1976.1!                        +     *       !!          .   .   . 0        !
 1976.2!                             +      * !!          .   .   .  0       !
 1976.3!                                 *+   !!          .  0.   .          !
 1976.4!                               +*     !!          .   .0  .          !
 1977.1!                         *    +       !!          0   .   .          !
 1977.2!                       *+             !!          .  0.   .          !
 1977.3!                  *   +               !!          0   .   .          !
 1977.4!                 +     *              !!          .   .   .0         !
 1978.1!                      +           *   !!          .   .   .      0   !
 1978.2!                         *     +      !!        0 .   .   .          !
 1978.3!                        + *           !!          .   . 0 .          !
 1978.4!                        +             !!          .   0   .          !
 1979.1!                       +*             !!          .   . 0 .          !
 1979.2!                       +    *         !!          .   .   0          !
 1979.3!                          +     *     !!          .   .   .0         !
 1979.4!                         *    +       !!          0   .   .          !
 1980.1!                        +*            !!          .   .0  .          !
 1980.2!        *               +             !0          .   .   .          !
 1980.3!         +   *                        !!          .   .   0          !
 1980.4!           *  +                       !!          .0  .   .          !
 1981.1!           *+                         !!          .  0.   .          !
 1981.2!            +       *                 !!          .   .   .   0      !
 1981.3!                  * +                 !!          . 0 .   .          !
 1981.4!                *  +                  !!          .0  .   .          !
 1982.1!              * +                     !!          . 0 .   .          !
 1982.2!         *     +                      !!         0.   .   .          !
 1982.3!           +      *                   !!          .   .   .  0       !
 1982.4!                 *+                   !!          .  0.   .          !
 1983.1!                *+                    !!          .  0.   .          !
 1983.2!                 +   *                !!          .   .   0          !
 1983.3!                 *   +                !!          0   .   .          !
 1983.4!                * +                   !!          .  0.   .          !
 1984.1!            *    +                    !!         0.   .   .          !
 1984.2!             +*                       !!          .   .0  .          !
 1984.3!         *     +                      !!        0 .   .   .          !
 1984.4!          + *                         !!          .   .0  .          !
 1985.1!             +                        !!          .   0   .          !
 1985.2!              + *                     !!          .   .0  .          !
 1985.3!                +    *                !!          .   .   0          !
 1985.4!                    *+                !!          .  0.   .          !
 1986.1!                    +                 !!          .   0   .          !
 1986.2!                    + *               !!          .   . 0 .          !
 1986.3!                    *+                !!          .  0.   .          !
 1986.4!                    +                 !!          .   0   .          !
 1987.1!                  *+                  !!          .  0.   .          !
 1987.2!               * +                    !!          . 0 .   .          !
 1987.3!               +                      !!          .   0   .          !
 1987.4!              +*                      !!          .   .0  .          !
 1988.1!          *    +                      !!          0   .   .          !
 1988.2!          + *                         !!          .   .0  .          !
 1988.3!          * +                         !!          . 0 .   .          !
 1988.4!      *    +                          !!         0.   .   .          !
 1989.1!       + *                            !!          .   .  0.          !
 1989.2!          +                           !!          .   0   .          !
 1989.3!       *   +                          !!          0   .   .          !
 1989.4!      * +                             !!          .  0.   .          !
 1990.1!       +   *                          !!          .   .   0          !
 1990.2!      *    +                          !!          0   .   .          !
 1990.3!   *   +                              !!          .0  .   .          !
 1990.4!    +   *                             !!          .   .   0          !
 1991.1!  *     +                             !!         0.   .   .          !
 1991.2!  *+                                  !!          .  0.   .          !
 1991.3!   +                                  !!          .   0   .          !
 1991.4!*   +                                 !!          .0  .   .          !
 1992.1!  +*                                  !!          .   .0  .          !
 1992.2!   +                                  !!          .  0.   .          !
 1992.3! * +                                  !!          . 0 .   .          !
 1992.4!  + *                                 !!          .   .0  .          !
 1993.1!     +  *                             !!          .   .  0.          !
 1993.2!        +*                            !!          .   .0  .          !
 1993.3!        * +                           !!          . 0 .   .          !
 1993.4!       * +                            !!          .  0.   .          !
 1994.1!        +                             !!          .   0   .          !
 1994.2!         +                            !!          .   0   .          !
 1994.3!       * +                            !!          .  0.   .          !
 1994.4!      * +                             !!          . 0 .   .          !
 1995.1!   *  +                               !!          . 0 .   .          !
 1995.2!   *+                                 !!          .  0.   .          !
 1995.3!   +   *                              !!          .   .  0.          !
 1995.4!       +                              !!          .   0   .          !
 1996.1!*      +                              !!        0 .   .   .          !
 1996.2!  +                                   !!          .   .0  .          !
 1996.3!   + *                                !!          .   .0  .          !
 1996.4!     + *                              !!          .   .0  .          !
 1997.1*        +                             !!      0   .   .   .          !
 1997.2!*+                                    !!          .  0.   .          !
 1997.3!  +                                   !!          .   0   .          !
 1997.4!*  +                                  !!          .0  .   .          !
 1998.1! +                                    !!          .   0   .          !
 1998.2!  + *                                 !!          .   . 0 .          !
 1998.3!     +                                !!          .   0   .          !
 1998.4! *   +                                !!          0   .   .          !
 1999.1!  +   *                               !!          .   .   0          !
 1999.2!      *+                              !!          .  0.   .          !
 1999.3!     * +                              !!          . 0 .   .          !
 1999.4!  *   +                               !!          0   .   .          !
 2000.1!   +   *                              !!          .   .   0          !
 2000.2!     *  +                             !!          .0  .   .          !
 2000.3!    *  +                              !!          . 0 .   .          !
 2000.4!      +                               !!          .   0   .          !
 2001.1!       + *                            !!          .   . 0 .          !
 2001.2!        * +                           !!          . 0 .   .          !
 2001.3!        *+                            !!          .  0.   .          !
 2001.4!         +                            !!          .   0   .          !
 2002.1!          +                           !!          .   .0  .          !
 2002.2!        *  +                          !!          .0  .   .          !
 2002.3!        +                             !!          .   0   .          !
 2002.4!        +                             !!          .   0   .          !
 2003.1!       *+                             !!          .  0.   .          !
 2003.2!       + *                            !!          .   . 0 .          !
 2003.3!        +*                            !!          .   0   .          !
 2003.4!      * +                             !!          . 0 .   .          !
 2004.1!     +  *                             !!          .   . 0 .          !
 2004.2!       +*                             !!          .   .0  .          !
 2004.3!     *  +                             !!          .0  .   .          !
 2004.4!    +*                                !!          .   .0  .          !
 2005.1!   * +                                !!          . 0 .   .          !
 2005.2!  *+                                  !!          . 0 .   .          !
 2005.3!  +  *                                !!          .   .  0.          !
 2005.4!   * +                                !!          . 0 .   .          !
 2006.1!    +                                 !!          .   .0  .          !
 2006.2!   *+                                 !!          .  0.   .          !
 2006.3!   + *                                !!          .   .0  .          !
 2006.4!    +   *                             !!          .   .  0.          !
 2007.1!    *  +                              !!          .0  .   .          !
 2007.2!   +*                                 !!          .   0   .          !
 2007.3!   +*                                 !!          .   0   .          !
 2007.4!   + *                                !!          .   .0  .          !
 2008.1!    +*                                !!          .   .0  .          !
 2008.2!    + *                               !!          .   . 0 .          !
 2008.3!    *+                                !!          .  0.   .          !
 2008.4!    +   *                             !!          .   .   0          !
 2009.1!       + *                            !!          .   .0  .          !
 2009.2!       *+                             !!          .  0.   .          !
 2009.3!      +*                              !!          .   .0  .          !
 2009.4!      + *                             !!          .   .0  .          !
 2010.1!      *+                              !!          .  0.   .          !
 2010.2!     *+                               !!          .   0   .          !
 2010.3!     +*                               !!          .   0   .          !
 2010.4!     *+                               !!          .  0.   .          !
 2011.1!     + *                              !!          .   . 0 .          !
 2011.2!       +                              !!          .   0   .          !
 2011.3!      *+                              !!          .  0.   .          !
 2011.4!     *+                               !!          .  0.   .          !
 2012.1!     + *                              !!          .   .0  .          !
 2012.2!      *+                              !!          .   0   .          !
 2012.3!      +                               !!          .   0   .          !
 2012.4!     *+                               !!          .  0.   .          !


     28.19 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITCH=ITPX$/CHPMM;                                                      
 GENR LAAITCH=LOG(AAITCH+.00001);                                             
 GENR LAITCH=LOG(AITCH+.00001);                                               
 LHS AAITCH=EXP(LAAITCH)-.00001;                                              
  EQ 1888 LAAITCH C LAITCH(-1) PITCH;                                         
EQUATION 1202  LAAITCH  
   RHS     C  LAITCH(-1)  PITCH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1202 PLOT=0;END;                                                     

Equation number = 1202
**********************

Dependent variable = LAAITCH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.655076563

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.282509148       0.091258343  -3.09571     1.000000
14015 LAITCH  ( -1)       0.824628219       0.037310132  22.10199    -3.642697
14013 PITCH   (  0)      -0.463469012       0.122297426  -3.78969     0.795514

SE of equation            =     0.209989342
Sum of squared residuals  =  8.15767193      -0.366906505E-11
Average absolute error    =     0.157300928
Sum of ABS residuals      =  29.5725745    
R squared                 =   0.88604
Durbin-Watson statistic   =   2.11117
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                           *     +    !!    0    .    .    .         !
 1966.2!                        *+            !!         .  0 .    .         !
 1966.3!                       +       *      !!         .    .    .      0  !
 1966.4!                             +        *!         .    .    .         0
 1967.1!                                  +   !!         .    0    .         !
 1967.2!                               + *    !!         .    .  0 .         !
 1967.3!                            * +       !!         .0   .    .         !
 1967.4!                          +       *   !!         .    .    .       0 !
 1968.1!                               +   *  !!         .    .    .0        !
 1968.2!                           *   +      !!        0.    .    .         !
 1968.3!                          +   *       !!         .    .    .  0      !
 1968.4!                            +  *      !!         .    .   0.         !
 1969.1!                            +    *    !!         .    .    . 0       !
 1969.2!                              +       !!         .    .0   .         !
 1969.3!                            +         !!         .    .0   .         !
 1969.4!                          *+          !!         .   0.    .         !
 1970.1!                       * +            !!         . 0  .    .         !
 1970.2!                       +     *        !!         .    .    .    0    !
 1970.3!                            +   *     !!         .    .    . 0       !
 1970.4!                          *   +       !!        0.    .    .         !
 1971.1!                        *+            !!         .   0.    .         !
 1971.2!                       +      *       !!         .    .    .     0   !
 1971.3!                            +   *     !!         .    .    .0        !
 1971.4!                             *+       !!         .   0.    .         !
 1972.1!                           +    *     !!         .    .    . 0       !
 1972.2!                              +     * !!         .    .    .    0    !
 1972.3!                             *   +    !!       0 .    .    .         !
 1972.4!                      *    +          !!     0   .    .    .         !
 1973.1!                    * +               !!         . 0  .    .         !
 1973.2!                *   +                 !!       0 .    .    .         !
 1973.3!                 +  *                 !!         .    .    0         !
 1973.4!                    + *               !!         .    .  0 .         !
 1974.1!                      +               !!         .    .0   .         !
 1974.2!               *      +               !!   0     .    .    .         !
 1974.3!                 +*                   !!         .    .  0 .         !
 1974.4!                   +                  !!         .    .0   .         !
 1975.1!                    +                 !!         .    .0   .         !
 1975.2!             *      +                 !!   0     .    .    .         !
 1975.3!              +        *              !!         .    .    .        0!
 1975.4!                       +    *         !!         .    .    .   0     !
 1976.1!                        *  +          !!         0    .    .         !
 1976.2!                        + *           !!         .    .  0 .         !
 1976.3!                         +   *        !!         .    .    . 0       !
 1976.4!                    *       +         !! 0       .    .    .         !
 1977.1!             *      +                 !!   0     .    .    .         !
 1977.2!         *     +                      !!    0    .    .    .         !
 1977.3!           +      *                   !!         .    .    .      0  !
 1977.4!                   +                  !!         .    .0   .         !
 1978.1!                   +  *               !!         .    .   0.         !
 1978.2!                      + *             !!         .    .   0.         !
 1978.3!                 *      +             !!   0     .    .    .         !
 1978.4!                  + *                 !!         .    .    0         !
 1979.1!                    +*                !!         .    .0   .         !
 1979.2!                     +    *           !!         .    .    .   0     !
 1979.3!                  *      +            !!  0      .    .    .         !
 1979.4!               *  +                   !!         0    .    .         !
 1980.1!          *    +                      !!      0  .    .    .         !
 1980.2!            + *                       !!         .    .  0 .         !
 1980.3!              *+                      !!         .   0.    .         !
 1980.4!               +                      !!         .    .0   .         !
 1981.1!                +    *                !!         .    .    . 0       !
 1981.2!                 *   +                !!       0 .    .    .         !
 1981.3!                 +  *                 !!         .    .   0.         !
 1981.4!                 *  +                 !!         .0   .    .         !
 1982.1!              *   +                   !!       0 .    .    .         !
 1982.2!               +*                     !!         .    . 0  .         !
 1982.3!             *   +                    !!       0 .    .    .         !
 1982.4!             *+                       !!         .  0 .    .         !
 1983.1!              +  *                    !!         .    .    0         !
 1983.2!             *    +                   !!      0  .    .    .         !
 1983.3!               +*                     !!         .    .  0 .         !
 1983.4!                *+                    !!         .  0 .    .         !
 1984.1!                 + *                  !!         .    .  0 .         !
 1984.2!                 *  +                 !!         .0   .    .         !
 1984.3!                  + *                 !!         .    .  0 .         !
 1984.4!                    + *               !!         .    .  0 .         !
 1985.1!                  *   +               !!       0 .    .    .         !
 1985.2!                   +   *              !!         .    .    . 0       !
 1985.3!                     * +              !!         .0   .    .         !
 1985.4!                     +*               !!         .    . 0  .         !
 1986.1!                     *+               !!         .    0    .         !
 1986.2!                     +   *            !!         .    .    0         !
 1986.3!                        +             !!         .    .0   .         !
 1986.4!                       +  *           !!         .    .   0.         !
 1987.1!                     *  +             !!         0    .    .         !
 1987.2!                     + *              !!         .    .   0.         !
 1987.3!                      +  *            !!         .    .   0.         !
 1987.4!                      * +             !!         .  0 .    .         !
 1988.1!                    *+                !!         . 0  .    .         !
 1988.2!                   +   *              !!         .    .    .0        !
 1988.3!                      +*              !!         .    .0   .         !
 1988.4!                     *+               !!         .   0.    .         !
 1989.1!                     +*               !!         .    .  0 .         !
 1989.2!                      +               !!         .    0    .         !
 1989.3!                     +*               !!         .    .0   .         !
 1989.4!                  *  +                !!         0    .    .         !
 1990.1!               *  +                   !!         .0   .    .         !
 1990.2!               +*                     !!         .    .0   .         !
 1990.3!                +*                    !!         .    .  0 .         !
 1990.4!                 +*                   !!         .    . 0  .         !
 1991.1!               * +                    !!         . 0  .    .         !
 1991.2!               +   *                  !!         .    .    .0        !
 1991.3!               *   +                  !!        0.    .    .         !
 1991.4!               +   *                  !!         .    .    .0        !
 1992.1!                * +                   !!         . 0  .    .         !
 1992.2!             *  +                     !!         .0   .    .         !
 1992.3!              +*                      !!         .    . 0  .         !
 1992.4!               +                      !!         .    0    .         !
 1993.1!                +   *                 !!         .    .    . 0       !
 1993.2!                    +                 !!         .    .0   .         !
 1993.3!                    +*                !!         .    . 0  .         !
 1993.4!                    *+                !!         .   0.    .         !
 1994.1!                    +                 !!         .    0    .         !
 1994.2!                  * +                 !!         .0   .    .         !
 1994.3!                * +                   !!         . 0  .    .         !
 1994.4!                 +                    !!         .    0    .         !
 1995.1!                 +*                   !!         .    .0   .         !
 1995.2!                 *+                   !!         . 0  .    .         !
 1995.3!                 +                    !!         .    .0   .         !
 1995.4!                 +                    !!         .   0.    .         !
 1996.1!              *  +                    !!         .0   .    .         !
 1996.2!               +                      !!         .    0    .         !
 1996.3!               +*                     !!         .    . 0  .         !
 1996.4!                +*                    !!         .    .0   .         !
 1997.1!          *      +                    !!    0    .    .    .         !
 1997.2!            + *                       !!         .    .  0 .         !
 1997.3!              +*                      !!         .    .0   .         !
 1997.4!             * +                      !!         . 0  .    .         !
 1998.1!           * +                        !!         . 0  .    .         !
 1998.2!         *  +                         !!         .0   .    .         !
 1998.3!          +*                          !!         .    .0   .         !
 1998.4!      *    +                          !!      0  .    .    .         !
 1999.1!       +*                             !!         .    . 0  .         !
 1999.2!         +*                           !!         .    .0   .         !
 1999.3!         * +                          !!         .  0 .    .         !
 1999.4!     *    +                           !!      0  .    .    .         !
 2000.1!       + *                            !!         .    .   0.         !
 2000.2!       *   +                          !!         0    .    .         !
 2000.3!        *+                            !!         .   0.    .         !
 2000.4!       *  +                           !!         0    .    .         !
 2001.1!        +  *                          !!         .    .   0.         !
 2001.2!          * +                         !!         . 0  .    .         !
 2001.3!          *+                          !!         .   0.    .         !
 2001.4!           +*                         !!         .    .0   .         !
 2002.1!          * +                         !!         .0   .    .         !
 2002.2!           +                          !!         .    .0   .         !
 2002.3!           +*                         !!         .    .0   .         !
 2002.4!          * +                         !!         . 0  .    .         !
 2003.1!        * +                           !!         .  0 .    .         !
 2003.2!     *  +                             !!         0    .    .         !
 2003.3!     *+                               !!         .  0 .    .         !
 2003.4!     + *                              !!         .    .  0 .         !
 2004.1!    * +                               !!         . 0  .    .         !
 2004.2!     +                                !!         .    0    .         !
 2004.3!     +*                               !!         .    . 0  .         !
 2004.4!     *+                               !!         .   0.    .         !
 2005.1!    *+                                !!         .   0.    .         !
 2005.2!   *+                                 !!         .  0 .    .         !
 2005.3!   +                                  !!         .    0    .         !
 2005.4!   +                                  !!         .   0.    .         !
 2006.1!   +                                  !!         .    0    .         !
 2006.2!   +*                                 !!         .    .0   .         !
 2006.3!   +                                  !!         .   0.    .         !
 2006.4!  + *                                 !!         .    . 0  .         !
 2007.1!  *+                                  !!         .  0 .    .         !
 2007.2! +                                    !!         .    0    .         !
 2007.3! + *                                  !!         .    .  0 .         !
 2007.4!  +                                   !!         .    0    .         !
 2008.1! +                                    !!         .    0    .         !
 2008.2!+                                     !!         .    0    .         !
 2008.3+*                                     !!         .    .0   .         !
 2008.4!+ *                                   !!         .    .   0.         !
 2009.1! +*                                   !!         .    .0   .         !
 2009.2! +*                                   !!         .    .0   .         !
 2009.3!*+                                    !!         .   0.    .         !
 2009.4+ *                                    !!         .    .  0 .         !
 2010.1!+                                     !!         .    0    .         !
 2010.2!+                                     !!         .    0    .         !
 2010.3!+ *                                   !!         .    .  0 .         !
 2010.4!*+                                    !!         .  0 .    .         !
 2011.1!+ *                                   !!         .    .  0 .         !
 2011.2!  + *                                 !!         .    .  0 .         !
 2011.3!    +                                 !!         .    0    .         !
 2011.4!   *+                                 !!         .  0 .    .         !
 2012.1! * +                                  !!         . 0  .    .         !
 2012.2!* +                                   !!         .0   .    .         !
 2012.3! +                                    !!         .    0    .         !
 2012.4! *+                                   !!         .   0.    .         !


     26.60 percent of the residuals exceed 1 SE
      7.98 percent of the residuals exceed 2 SE
@EQ  1889 LAANECH C LANECH(-1) PNECH;SMPL 1966.1 2012.4;OLS;EST 1889 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTCH=STPX$/CHPMM;                                                      
 GENR LAASTCH=LOG(AASTCH+.00001);                                             
 GENR LASTCH=LOG(ASTCH+.00001);                                               
 LHS AASTCH=EXP(LAASTCH)-.00001;                                              
  EQ 1890 LAASTCH C LASTCH(-1) PSTCH;                                         
EQUATION 1203  LAASTCH  
   RHS     C  LASTCH(-1)  PSTCH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1203 PLOT=0;END;                                                     

Equation number = 1203
**********************

Dependent variable = LAASTCH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.613701183

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.491394420       0.125094119  -3.92820     1.000000
14018 LASTCH  ( -1)       0.838956848       0.037910155  22.13013    -4.603819
14016 PSTCH   (  0)      -0.318200195       0.104383895  -3.04836     0.816787

SE of equation            =     0.209212703
Sum of squared residuals  =  8.09744166      -0.188680183E-10
Average absolute error    =     0.163197969
Sum of ABS residuals      =  30.6812182    
R squared                 =   0.88110
Durbin-Watson statistic   =   2.76320
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                  + * !!         .    . 0  .         !
 1966.2!                                  + * !!         .    .  0 .         !
 1966.3!                                  +   !!         .    0    .         !
 1966.4!                                +*    !!         .    .  0 .         !
 1967.1!                                + *   !!         .    .  0 .         !
 1967.2!                                +  *  !!         .    .    0         !
 1967.3!                                *+    !!         .   0.    .         !
 1967.4!                              +   *   !!         .    .    .0        !
 1968.1!                                +     *!         .    .    .   0     !
 1968.2!                               *   +  !!        0.    .    .         !
 1968.3!                             +        !!         .    0    .         !
 1968.4!                            + *       !!         .    .  0 .         !
 1969.1!                           * +        !!         . 0  .    .         !
 1969.2!                          +*          !!         .    . 0  .         !
 1969.3!                          +   *       !!         .    .    .0        !
 1969.4!                         *   +        !!        0.    .    .         !
 1970.1!                        +       *     !!         .    .    .     0   !
 1970.2!                              +*      !!         .    . 0  .         !
 1970.3!                          *   +       !!       0 .    .    .         !
 1970.4!                         +         *  !!         .    .    .        0!
 1971.1!                              *  +    !!         . 0  .    .         !
 1971.2!                             +*       !!         .    .0   .         !
 1971.3!                            +         !!         .   0.    .         !
 1971.4!                         * +          !!         .  0 .    .         !
 1972.1!                         +            !!         .    .0   .         !
 1972.2!                      *  +            !!         .0   .    .         !
 1972.3!                      +    *          !!         .    .    .  0      !
 1972.4!                       *  +           !!         0    .    .         !
 1973.1!                      +      *        !!         .    .    .     0   !
 1973.2!                      *     +         !!      0  .    .    .         !
 1973.3!                      +*              !!         .    . 0  .         !
 1973.4!                      +  *            !!         .    .   0.         !
 1974.1!                      * +             !!         .0   .    .         !
 1974.2!                      +    *          !!         .    .    .  0      !
 1974.3!                          +*          !!         .    .0   .         !
 1974.4!                    *     +           !!     0   .    .    .         !
 1975.1!                    +        *        !!         .    .    .       0 !
 1975.2!                        *  +          !!         0    .    .         !
 1975.3!              *        +              !!0        .    .    .         !
 1975.4!               +  *                   !!         .    .   0.         !
 1976.1!                  +  *                !!         .    .    0         !
 1976.2!                     +  *             !!         .    .    .0        !
 1976.3!                       +   *          !!         .    .    .0        !
 1976.4!                          +           !!         .    0    .         !
 1977.1!                         +*           !!         .    .0   .         !
 1977.2!                       * +            !!         .  0 .    .         !
 1977.3!                    *  +              !!         . 0  .    .         !
 1977.4!                    +  *              !!         .    .    0         !
 1978.1!                     +*               !!         .    .0   .         !
 1978.2!                    *+                !!         .  0 .    .         !
 1978.3!                  + *                 !!         .    .  0 .         !
 1978.4!                   +*                 !!         .    .0   .         !
 1979.1!            *      +                  !!    0    .    .    .         !
 1979.2!            +   *                     !!         .    .    0         !
 1979.3!                +   *                 !!         .    .    .0        !
 1979.4!                   +   *              !!         .    .    .0        !
 1980.1!                 *    +               !!      0  .    .    .         !
 1980.2!                 + *                  !!         .    .  0 .         !
 1980.3!               *  +                   !!         0    .    .         !
 1980.4!               +   *                  !!         .    .    .0        !
 1981.1!          *        +                  !!0        .    .    .         !
 1981.2!            +         *               !!         .    .    .         0
 1981.3!                     +                !!         .    0    .         !
 1981.4!               *     +                !!      0  .    .    .         !
 1982.1!             *  +                     !!         .0   .    .         !
 1982.2!              +         *             !!         .    .    .         0
 1982.3!                 *     +              !!     0   .    .    .         !
 1982.4!                 +     *              !!         .    .    .  0      !
 1983.1!              *       +               !!   0     .    .    .         !
 1983.2!               +   *                  !!         .    .    . 0       !
 1983.3!                 * +                  !!         .0   .    .         !
 1983.4!                 +                    !!         .    0    .         !
 1984.1!                *+                    !!         .  0 .    .         !
 1984.2!                *+                    !!         .   0.    .         !
 1984.3!          *      +                    !!    0    .    .    .         !
 1984.4!          * +                         !!         . 0  .    .         !
 1985.1!            +    *                    !!         .    .    . 0       !
 1985.2!              *   +                   !!         0    .    .         !
 1985.3!               +                      !!         .   0.    .         !
 1985.4!               +    *                 !!         .    .    . 0       !
 1986.1!                    +  *              !!         .    .    0         !
 1986.2!                      +*              !!         .    .0   .         !
 1986.3!                     +  *             !!         .    .   0.         !
 1986.4!                       +              !!         .    .0   .         !
 1987.1!                      + *             !!         .    .   0.         !
 1987.2!                      +*              !!         .    .0   .         !
 1987.3!                *    +                !!     0   .    .    .         !
 1987.4!               +    *                 !!         .    .    .  0      !
 1988.1!                  *+                  !!         .   0.    .         !
 1988.2!              *  +                    !!         0    .    .         !
 1988.3!              + *                     !!         .    .  0 .         !
 1988.4!              *+                      !!         . 0  .    .         !
 1989.1!              +  *                    !!         .    .    0         !
 1989.2!              *  +                    !!         .0   .    .         !
 1989.3!              +  *                    !!         .    .   0.         !
 1989.4!              *  +                    !!         . 0  .    .         !
 1990.1!            * +                       !!         .0   .    .         !
 1990.2!          * +                         !!         . 0  .    .         !
 1990.3!      *   +                           !!         0    .    .         !
 1990.4!       +    *                         !!         .    .    . 0       !
 1991.1!           +*                         !!         .    0    .         !
 1991.2!       *    +                         !!       0 .    .    .         !
 1991.3!        +  *                          !!         .    .   0.         !
 1991.4!         * +                          !!         . 0  .    .         !
 1992.1!   *     +                            !!    0    .    .    .         !
 1992.2!     + *                              !!         .    .   0.         !
 1992.3!      * +                             !!         . 0  .    .         !
 1992.4!       +   *                          !!         .    .    .0        !
 1993.1!           +*                         !!         .    0    .         !
 1993.2!         *  +                         !!         .0   .    .         !
 1993.3!          +                           !!         .    0    .         !
 1993.4!         *+                           !!         .  0 .    .         !
 1994.1!       * +                            !!         .0   .    .         !
 1994.2!      * +                             !!         .0   .    .         !
 1994.3!      *+                              !!         .    0    .         !
 1994.4!       +*                             !!         .    0    .         !
 1995.1!    *   +                             !!        0.    .    .         !
 1995.2!   * +                                !!         .  0 .    .         !
 1995.3!   * +                                !!         . 0  .    .         !
 1995.4!    +  *                              !!         .    .    0         !
 1996.1! *      +                             !!    0    .    .    .         !
 1996.2!   + *                                !!         .    .   0.         !
 1996.3! *    +                               !!      0  .    .    .         !
 1996.4!   +   *                              !!         .    .    .0        !
 1997.1! *      +                             !!    0    .    .    .         !
 1997.2! * +                                  !!         . 0  .    .         !
 1997.3!  *+                                  !!         .  0 .    .         !
 1997.4!   +  *                               !!         .    .   0.         !
 1998.1*       +                              !!  0      .    .    .         !
 1998.2!*+                                    !!         .   0.    .         !
 1998.3! *+                                   !!         . 0  .    .         !
 1998.4*  +                                   !!         .0   .    .         !
 1999.1! +  *                                 !!         .    .    0         !
 1999.2!  *  +                                !!         0    .    .         !
 1999.3!  * +                                 !!         .  0 .    .         !
 1999.4*    +                                 !!       0 .    .    .         !
 2000.1!  +   *                               !!         .    .    .0        !
 2000.2!   *   +                              !!        0.    .    .         !
 2000.3!    *+                                !!         .   0.    .         !
 2000.4!  *   +                               !!        0.    .    .         !
 2001.1!   + *                                !!         .    . 0  .         !
 2001.2!     *+                               !!         .   0.    .         !
 2001.3!    * +                               !!         . 0  .    .         !
 2001.4!    *+                                !!         .  0 .    .         !
 2002.1!     +*                               !!         .    . 0  .         !
 2002.2!    * +                               !!         .0   .    .         !
 2002.3!    +                                 !!         .    0    .         !
 2002.4!     +*                               !!         .    . 0  .         !
 2003.1!     *+                               !!         .  0 .    .         !
 2003.2!   * +                                !!         .0   .    .         !
 2003.3!   +*                                 !!         .    0    .         !
 2003.4!    +                                 !!         .    0    .         !
 2004.1!    +                                 !!         .    0    .         !
 2004.2!    +                                 !!         .    0    .         !
 2004.3!   *+                                 !!         .  0 .    .         !
 2004.4!   + *                                !!         .    .   0.         !
 2005.1!   * +                                !!         .0   .    .         !
 2005.2!   +*                                 !!         .    .0   .         !
 2005.3!  * +                                 !!         . 0  .    .         !
 2005.4!   + *                                !!         .    .   0.         !
 2006.1!   * +                                !!         .0   .    .         !
 2006.2!   +                                  !!         .    0    .         !
 2006.3!  *+                                  !!         .  0 .    .         !
 2006.4!  +  *                                !!         .    .   0.         !
 2007.1!  *  +                                !!         .0   .    .         !
 2007.2!  + *                                 !!         .    . 0  .         !
 2007.3!    +                                 !!         .    .0   .         !
 2007.4!    +   *                             !!         .    .    .0        !
 2008.1!      *+                              !!         .   0.    .         !
 2008.2!     +                                !!         .    .0   .         !
 2008.3!   * +                                !!         .  0 .    .         !
 2008.4!   +    *                             !!         .    .    . 0       !
 2009.1!    * +                               !!         . 0  .    .         !
 2009.2! * +                                  !!         . 0  .    .         !
 2009.3!+ *                                   !!         .    .  0 .         !
 2009.4! +  *                                 !!         .    .    0         !
 2010.1!  *+                                  !!         .   0.    .         !
 2010.2! + *                                  !!         .    .  0 .         !
 2010.3!   +                                  !!         .    .0   .         !
 2010.4!  +     *                             !!         .    .    .  0      !
 2011.1!      +*                              !!         .    .0   .         !
 2011.2!     +  *                             !!         .    .   0.         !
 2011.3!      +                               !!         .    0    .         !
 2011.4!    +  *                              !!         .    .  0 .         !
 2012.1!     +                                !!         .    0    .         !
 2012.2!    +                                 !!         .    0    .         !
 2012.3!   +                                  !!         .   0.    .         !
 2012.4!  +  *                                !!         .    .   0.         !


     29.26 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKCH=UKPX$/CHPMM;                                                      
 GENR LAAUKCH=LOG(AAUKCH+.00001);                                             
 GENR LAUKCH=LOG(AUKCH+.00001);                                               
 LHS AAUKCH=EXP(LAAUKCH)-.00001;                                              
  EQ 1891 LAAUKCH C LAUKCH(-1) PUKCH;                                         
EQUATION 1204  LAAUKCH  
   RHS     C  LAUKCH(-1)  PUKCH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1204 PLOT=0;END;                                                     

Equation number = 1204
**********************

Dependent variable = LAAUKCH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.903457232

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.027038759       0.138955008   0.19459     1.000000
14021 LAUKCH  ( -1)       0.902425485       0.030666948  29.42665    -3.891131
14019 PUKCH   (  0)      -0.474157702       0.217616171  -2.17887     0.883756

SE of equation            =     0.246560733
Sum of squared residuals  =  11.2465561       0.372590847E-11
Average absolute error    =     0.185445634
Sum of ABS residuals      =  34.8637792    
R squared                 =   0.91112
Durbin-Watson statistic   =   2.35167
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                             +  *     !!         .    .    .0        !
 1966.2!                               + *    !!         .    .   0.         !
 1966.3!                             * +      !!         . 0  .    .         !
 1966.4!                            +     *   !!         .    .    .    0    !
 1967.1!                                +  *  !!         .    .    0         !
 1967.2!                                +  *  !!         .    .   0.         !
 1967.3!                                + *   !!         .    . 0  .         !
 1967.4!                         *      +     !!   0     .    .    .         !
 1968.1!                        +   *         !!         .    .    .0        !
 1968.2!                          + *         !!         .    . 0  .         !
 1968.3!                          +   *       !!         .    .    0         !
 1968.4!                            +  *      !!         .    .   0.         !
 1969.1!                             +       *!!         .    .    .       0 !
 1969.2!                                   + *!!         .    .   0.         !
 1969.3!                                   +  !!         .    0    .         !
 1969.4!                                  +   *!         .    .    . 0       !
 1970.1!                                    + !!         .    0    .         !
 1970.2!                                  *+  !!         .  0 .    .         !
 1970.3!                            *   +     !!       0 .    .    .         !
 1970.4!                           +   *      !!         .    .    . 0       !
 1971.1!                     *        +       !!0        .    .    .         !
 1971.2!                     +      *         !!         .    .    .     0   !
 1971.3!                           +    *     !!         .    .    .   0     !
 1971.4!                         *     +      !!    0    .    .    .         !
 1972.1!                         + *          !!         .    .   0.         !
 1972.2!                         * +          !!         . 0  .    .         !
 1972.3!                      * +             !!         . 0  .    .         !
 1972.4!                      +      *        !!         .    .    .      0  !
 1973.1!                            +  *      !!         .    .   0.         !
 1973.2!                              +  *    !!         .    .   0.         !
 1973.3!                             *  +     !!         0    .    .         !
 1973.4!                             +  *     !!         .    .    .0        !
 1974.1!                          *     +     !!    0    .    .    .         !
 1974.2!                     *    +           !!     0   .    .    .         !
 1974.3!                     +  *             !!         .    .    0         !
 1974.4!                        + *           !!         .    .  0 .         !
 1975.1!                         *+           !!         .    0    .         !
 1975.2!                         +            !!         .    0    .         !
 1975.3!                        *+            !!         .  0 .    .         !
 1975.4!                   *    +             !!       0 .    .    .         !
 1976.1!                    + *               !!         .    .   0.         !
 1976.2!                      + *             !!         .    . 0  .         !
 1976.3!                        + *           !!         .    .  0 .         !
 1976.4!                   *      +           !!  0      .    .    .         !
 1977.1!                   +                  !!         .   0.    .         !
 1977.2!                   + *                !!         .    .  0 .         !
 1977.3!                   * +                !!         .0   .    .         !
 1977.4!            *      +                  !!  0      .    .    .         !
 1978.1!             +  *                     !!         .    .    .0        !
 1978.2!                 + *                  !!         .    .  0 .         !
 1978.3!                   +                  !!         .    0    .         !
 1978.4!               *   +                  !!        0.    .    .         !
 1979.1!                + *                   !!         .    .  0 .         !
 1979.2!                 +       *            !!         .    .    .       0 !
 1979.3!                        +     *       !!         .    .    .   0     !
 1979.4!                   *        +         !0         .    .    .         !
 1980.1!                  +  *                !!         .    .    0         !
 1980.2!              *    +                  !!      0  .    .    .         !
 1980.3!             +                        !!         .   0.    .         !
 1980.4!           +                          !!         .    0    .         !
 1981.1!           + *                        !!         .    .   0.         !
 1981.2!           *+                         !!         . 0  .    .         !
 1981.3!      *    +                          !!       0 .    .    .         !
 1981.4!      +*                              !!         .    0    .         !
 1982.1!      *+                              !!         .  0 .    .         !
 1982.2!      +                               !!         .    0    .         !
 1982.3!      +                               !!         .    0    .         !
 1982.4!      +    *                          !!         .    .    .  0      !
 1983.1!           + *                        !!         .    .  0 .         !
 1983.2!            *+                        !!         .   0.    .         !
 1983.3!           *+                         !!         .   0.    .         !
 1983.4!      *     +                         !!    0    .    .    .         !
 1984.1!      +     *                         !!         .    .    .    0    !
 1984.2!            +        *                !!         .    .    .         0
 1984.3!              *      +                !!   0     .    .    .         !
 1984.4!          *   +                       !!        0.    .    .         !
 1985.1!          *+                          !!         .  0 .    .         !
 1985.2!     *    +                           !!     0   .    .    .         !
 1985.3!      +       *                       !!         .    .    .         0
 1985.4!           *  +                       !!         0    .    .         !
 1986.1!           +    *                     !!         .    .    .  0      !
 1986.2!                + *                   !!         .    .   0.         !
 1986.3!                 *+                   !!         .   0.    .         !
 1986.4!                 + *                  !!         .    . 0  .         !
 1987.1!                * +                   !!         .0   .    .         !
 1987.2!           *    +                     !!      0  .    .    .         !
 1987.3!           +   *                      !!         .    .    . 0       !
 1987.4!             * +                      !!         . 0  .    .         !
 1988.1!             +                        !!         .    .0   .         !
 1988.2!       *     +                        !!    0    .    .    .         !
 1988.3!        +    *                        !!         .    .    .   0     !
 1988.4!        *    +                        !!       0 .    .    .         !
 1989.1!         + *                          !!         .    .  0 .         !
 1989.2!          *+                          !!         .  0 .    .         !
 1989.3!         *+                           !!         . 0  .    .         !
 1989.4!         +    *                       !!         .    .    .   0     !
 1990.1!              +  *                    !!         .    .    0         !
 1990.2!              *  +                    !!         0    .    .         !
 1990.3!          *  +                        !!         0    .    .         !
 1990.4!         *+                           !!         .  0 .    .         !
 1991.1!       *+                             !!         .  0 .    .         !
 1991.2!    *   +                             !!        0.    .    .         !
 1991.3!     +                                !!         .    .0   .         !
 1991.4!     *+                               !!         .  0 .    .         !
 1992.1!   * +                                !!         .0   .    .         !
 1992.2!   +*                                 !!         .    . 0  .         !
 1992.3!     +                                !!         .    .0   .         !
 1992.4!      +                               !!         .  0 .    .         !
 1993.1!    * +                               !!         . 0  .    .         !
 1993.2!     + *                              !!         .    .   0.         !
 1993.3!        +                             !!         .    .0   .         !
 1993.4!      *  +                            !!         0    .    .         !
 1994.1!     *+                               !!         .  0 .    .         !
 1994.2!      +*                              !!         .    .0   .         !
 1994.3!       + *                            !!         .    .   0.         !
 1994.4!     *    +                           !!      0  .    .    .         !
 1995.1!     *+                               !!         .   0.    .         !
 1995.2!     *+                               !!         .    0    .         !
 1995.3!    * +                               !!         .0   .    .         !
 1995.4!    *+                                !!         .   0.    .         !
 1996.1!   * +                                !!         . 0  .    .         !
 1996.2! *  +                                 !!        0.    .    .         !
 1996.3!  +                                   !!         .    .0   .         !
 1996.4!  *+                                  !!         .  0 .    .         !
 1997.1!   + *                                !!         .    .  0 .         !
 1997.2!    *+                                !!         .   0.    .         !
 1997.3!    *+                                !!         .   0.    .         !
 1997.4!    +                                 !!         .   0.    .         !
 1998.1!   *+                                 !!         .   0.    .         !
 1998.2!   +*                                 !!         .    0    .         !
 1998.3!    + *                               !!         .    .  0 .         !
 1998.4!    * +                               !!         .  0 .    .         !
 1999.1!     + *                              !!         .    .   0.         !
 1999.2!       +*                             !!         .    .0   .         !
 1999.3!        +*                            !!         .    . 0  .         !
 1999.4!       * +                            !!         . 0  .    .         !
 2000.1!      *+                              !!         .   0.    .         !
 2000.2!      *+                              !!         .    0    .         !
 2000.3!       + *                            !!         .    .   0.         !
 2000.4!     *   +                            !!       0 .    .    .         !
 2001.1!      +*                              !!         .    . 0  .         !
 2001.2!       +*                             !!         .    . 0  .         !
 2001.3!        +*                            !!         .    .0   .         !
 2001.4!      *  +                            !!        0.    .    .         !
 2002.1!      + *                             !!         .    .  0 .         !
 2002.2!   *    +                             !!     0   .    .    .         !
 2002.3!  *+                                  !!         . 0  .    .         !
 2002.4!  +                                   !!         .   0.    .         !
 2003.1! *+                                   !!         .   0.    .         !
 2003.2! +   *                                !!         .    .    .0        !
 2003.3!    *+                                !!         .  0 .    .         !
 2003.4!   *+                                 !!         .   0.    .         !
 2004.1!   +                                  !!         .    0    .         !
 2004.2!   +                                  !!         .    .0   .         !
 2004.3!   +*                                 !!         .    .0   .         !
 2004.4!   +*                                 !!         .    .0   .         !
 2005.1!  * +                                 !!         . 0  .    .         !
 2005.2!  +*                                  !!         .    . 0  .         !
 2005.3!   +*                                 !!         .    . 0  .         !
 2005.4!    +                                 !!         .    0    .         !
 2006.1!   *+                                 !!         .   0.    .         !
 2006.2!   +                                  !!         .    0    .         !
 2006.3!   +*                                 !!         .    . 0  .         !
 2006.4!   *+                                 !!         .   0.    .         !
 2007.1!   +                                  !!         .    .0   .         !
 2007.2!   +                                  !!         .    0    .         !
 2007.3!  + *                                 !!         .    .  0 .         !
 2007.4!   +                                  !!         .    0    .         !
 2008.1!   + *                                !!         .    .   0.         !
 2008.2!    +                                 !!         .    0    .         !
 2008.3!   +*                                 !!         .    . 0  .         !
 2008.4!    *+                                !!         .  0 .    .         !
 2009.1!    +*                                !!         .    . 0  .         !
 2009.2!    *+                                !!         .  0 .    .         !
 2009.3!    +*                                !!         .    . 0  .         !
 2009.4!    *+                                !!         .  0 .    .         !
 2010.1!  * +                                 !!         . 0  .    .         !
 2010.2! *+                                   !!         .  0 .    .         !
 2010.3!  +                                   !!         .    .0   .         !
 2010.4*  +                                   !!        0.    .    .         !
 2011.1!+ *                                   !!         .    .    0         !
 2011.2!* +                                   !!         . 0  .    .         !
 2011.3! +                                    !!         .    .0   .         !
 2011.4!* +                                   !!         .  0 .    .         !
 2012.1!+*                                    !!         .    .0   .         !
 2012.2!*+                                    !!         .   0.    .         !
 2012.3! +*                                   !!         .    . 0  .         !
 2012.4! *+                                   !!         .  0 .    .         !


     26.06 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFICH=FIPX$/CHPMM;                                                      
 GENR LAAFICH=LOG(AAFICH+.00001);                                             
 GENR LAFICH=LOG(AFICH+.00001);                                               
 LHS AAFICH=EXP(LAAFICH)-.00001;                                              
  EQ 1892 LAAFICH C LAFICH(-1) PFICH;                                         
EQUATION 1205  LAAFICH  
   RHS     C  LAFICH(-1)  PFICH  
 SMPL 1976.2 2012.4;                                                          
Sample period is now  1976.2 to  2012.4 Internally:    98 to   244
 OLS;EST 1205 PLOT=0;END;                                                     

Equation number = 1205
**********************

Dependent variable = LAAFICH 

 1976.2 -   2012.4,    0 missing obs.,  147 obs. used.

Mean of dependent variable       -5.443906481

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.426368932       0.488508234  -4.96689     1.000000
14024 LAFICH  ( -1)       0.501238655       0.072068783   6.95500    -5.440412
14022 PFICH   (  0)      -0.334199796       0.380307619  -0.87876     0.869518

SE of equation            =     0.379590501
Sum of squared residuals  =  20.7488086      -0.556887869E-12
Average absolute error    =     0.282915945
Sum of ABS residuals      =  41.5886439    
R squared                 =   0.26090
Durbin-Watson statistic   =   2.12753
SMPL and No. Obs.         = 1976.2   2012.4    147

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.2!                         +    *       !!         .    .   0.         !
 1976.3!                           +      *   !!         .    .    .0        !
 1976.4!                             +      * !!         .    .    .0        !
 1977.1!                         *   +        !!         . 0  .    .         !
 1977.2!                        +             !!         .   0.    .         !
 1977.3!                       +   *          !!         .    .  0 .         !
 1977.4!                         +            !!         .    0    .         !
 1978.1!                   *    +             !!         .0   .    .         !
 1978.2!                     +   *            !!         .    .  0 .         !
 1978.3!                        +      *      !!         .    .    .0        !
 1978.4!                            +*        !!         .    .0   .         !
 1979.1!              *           +           !!   0     .    .    .         !
 1979.2!                   +*                 !!         .    .0   .         !
 1979.3!                      + *             !!         .    . 0  .         !
 1979.4!                        +     *       !!         .    .    0         !
 1980.1!               *           +          !!    0    .    .    .         !
 1980.2!                   +      *           !!         .    .    .0        !
 1980.3!                         +  *         !!         .    .  0 .         !
 1980.4!                         +       *    !!         .    .    .0        !
 1981.1!                  *         +         !!     0   .    .    .         !
 1981.2!         *           +                !!    0    .    .    .         !
 1981.3!                 +      *             !!         .    .    .0        !
 1981.4!                     *  +             !!         .  0 .    .         !
 1982.1!               *      +               !!       0 .    .    .         !
 1982.2!                  *+                  !!         .   0.    .         !
 1982.3!             *       +                !!       0 .    .    .         !
 1982.4!                  +         *         !!         .    .    .  0      !
 1983.1!         *                +           !!0        .    .    .         !
 1983.2*                 +                    !0         .    .    .         !
 1983.3!            +               *         !!         .    .    .        0!
 1983.4!                          +*          !!         .    .0   .         !
 1984.1!                  *       +           !!        0.    .    .         !
 1984.2!                     +   *            !!         .    .  0 .         !
 1984.3!                         +    *       !!         .    .   0.         !
 1984.4!                           +          !!         .    0    .         !
 1985.1!                *         +           !!      0  .    .    .         !
 1985.2!                    +  *              !!         .    . 0  .         !
 1985.3!                       *+             !!         .   0.    .         !
 1985.4!                 *     +              !!         0    .    .         !
 1986.1!                    +    *            !!         .    .   0.         !
 1986.2!                 *      +             !!        0.    .    .         !
 1986.3!                    +  *              !!         .    .  0 .         !
 1986.4!                      *+              !!         .   0.    .         !
 1987.1!                       +   *          !!         .    .   0.         !
 1987.2!                         +*           !!         .    .0   .         !
 1987.3!                  *      +            !!         0    .    .         !
 1987.4!                     +   *            !!         .    .   0.         !
 1988.1!            *           +             !!    0    .    .    .         !
 1988.2!                *+                    !!         .   0.    .         !
 1988.3!                  *+                  !!         .   0.    .         !
 1988.4!              *     +                 !!         0    .    .         !
 1989.1!               *  +                   !!         .  0 .    .         !
 1989.2!       *           +                  !!    0    .    .    .         !
 1989.3!      *        +                      !!       0 .    .    .         !
 1989.4!            * +                       !!         .   0.    .         !
 1990.1!                 +   *                !!         .    .  0 .         !
 1990.2!              *      +                !!        0.    .    .         !
 1990.3!                  + *                 !!         .    . 0  .         !
 1990.4!                     + *              !!         .    . 0  .         !
 1991.1!                 *    +               !!         0    .    .         !
 1991.2!                   +  *               !!         .    . 0  .         !
 1991.3!                      + *             !!         .    . 0  .         !
 1991.4!                       +   *          !!         .    .  0 .         !
 1992.1!               *         +            !!      0  .    .    .         !
 1992.2!             *     +                  !!         0    .    .         !
 1992.3!                  +                   !!         .    0    .         !
 1992.4!                    +          *      !!         .    .    .   0     !
 1993.1!                    *       +         !!       0 .    .    .         !
 1993.2!                     *+               !!         .   0.    .         !
 1993.3!                *      +              !!        0.    .    .         !
 1993.4!                    +*                !!         .    .0   .         !
 1994.1!                    *  +              !!         .  0 .    .         !
 1994.2!                      +    *          !!         .    .   0.         !
 1994.3!                       * +            !!         .  0 .    .         !
 1994.4!                       +  *           !!         .    . 0  .         !
 1995.1!                        +*            !!         .    0    .         !
 1995.2!                        + *           !!         .    . 0  .         !
 1995.3!                  *     +             !!         0    .    .         !
 1995.4!                    +  *              !!         .    . 0  .         !
 1996.1!                   *  +               !!         . 0  .    .         !
 1996.2!                     +                !!         .    0    .         !
 1996.3!                     +*               !!         .    .0   .         !
 1996.4!                      + *             !!         .    .0   .         !
 1997.1!                      *+              !!         .   0.    .         !
 1997.2!                      +   *           !!         .    .  0 .         !
 1997.3!                       *+             !!         .   0.    .         !
 1997.4!                       +     *        !!         .    .    0         !
 1998.1!                          + *         !!         .    . 0  .         !
 1998.2!                         +           *!!         .    .    .    0    !
 1998.3!                              +      *!!         .    .    .0        !
 1998.4!                             + *      !!         .    .0   .         !
 1999.1!                           +    *     !!         .    .   0.         !
 1999.2!                            +   *     !!         .    .   0.         !
 1999.3!                            + *       !!         .    . 0  .         !
 1999.4!                           +       *  !!         .    .    . 0       !
 2000.1!                             + *      !!         .    . 0  .         !
 2000.2!                            +     *   !!         .    .    0         !
 2000.3!                             + *      !!         .    . 0  .         !
 2000.4!                            +         *!         .    .    .   0     !
 2001.1!                               +      !!         .    0    .         !
 2001.2!                            + *       !!         .    . 0  .         !
 2001.3!                           + *        !!         .    . 0  .         !
 2001.4!                          +     *     !!         .    .    0         !
 2002.1!                         *  +         !!         .  0 .    .         !
 2002.2!                         +  *         !!         .    .  0 .         !
 2002.3!                          +*          !!         .    .0   .         !
 2002.4!                         +  *         !!         .    .  0 .         !
 2003.1!                      *   +           !!         . 0  .    .         !
 2003.2!                      +*              !!         .    .0   .         !
 2003.3!                       +*             !!         .    .0   .         !
 2003.4!                       +     *        !!         .    .    0         !
 2004.1!                         +            !!         .    0    .         !
 2004.2!                        +  *          !!         .    .  0 .         !
 2004.3!                         +  *         !!         .    .  0 .         !
 2004.4!                         +      *     !!         .    .    .0        !
 2005.1!                         * +          !!         .   0.    .         !
 2005.2!                      * +             !!         .  0 .    .         !
 2005.3!                      +               !!         .    0    .         !
 2005.4!                      +*              !!         .    .0   .         !
 2006.1!                       +*             !!         .    0    .         !
 2006.2!                       + *            !!         .    . 0  .         !
 2006.3!                        +*            !!         .    .0   .         !
 2006.4!                       *+             !!         .    0    .         !
 2007.1!                       +*             !!         .    .0   .         !
 2007.2!                       +*             !!         .    .0   .         !
 2007.3!                       +              !!         .    0    .         !
 2007.4!                      *+              !!         .    0    .         !
 2008.1!                     *+               !!         .   0.    .         !
 2008.2!                     +   *            !!         .    .  0 .         !
 2008.3!                   *   +              !!         .0   .    .         !
 2008.4!                     +*               !!         .    .0   .         !
 2009.1!                      +               !!         .    0    .         !
 2009.2!                      + *             !!         .    . 0  .         !
 2009.3!                 *     +              !!         0    .    .         !
 2009.4!                    +                 !!         .    0    .         !
 2010.1!               *     +                !!         0    .    .         !
 2010.2!                   +     *            !!         .    .    0         !
 2010.3!                        +             !!         .   0.    .         !
 2010.4!                       +*             !!         .    0    .         !
 2011.1!                   *   +              !!         .0   .    .         !
 2011.2!                     +*               !!         .    .0   .         !
 2011.3!                     * +              !!         .   0.    .         !
 2011.4!                    * +               !!         .  0 .    .         !
 2012.1!                      +               !!         .    0    .         !
 2012.2!                   *   +              !!         . 0  .    .         !
 2012.3!                   * +                !!         .  0 .    .         !
 2012.4!                   * +                !!         .  0 .    .         !


     29.93 percent of the residuals exceed 1 SE
      6.12 percent of the residuals exceed 2 SE
@EQ  1893 LAAASCH C LAASCH(-1) PASCH;SMPL 1966.1 2012.4;OLS;EST 1893 PLOT=0;EN
@@EQ 1894 LAASOCH C LASOCH(-1) PSOCH;SMPL 1993.4 2012.4;OLS;EST 1894 PLOT=0;EN
@@EQ 1895 LAAKOCH C LAKOCH(-1) PKOCH;SMPL 1992.2 2012.4;OLS;EST 1895 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBECH=BEPX$Q/CHPMM;                                                     
 GENR LAABECH=LOG(AABECH+.00001);                                             
 GENR LABECH=LOG(ABECH+.00001);                                               
 LHS AABECH=EXP(LAABECH)-.00001;                                              
  EQ 1896 LAABECH C LABECH(-1) PBECH;                                         
EQUATION 1206  LAABECH  
   RHS     C  LABECH(-1)  PBECH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1206 PLOT=0;END;                                                     

Equation number = 1206
**********************

Dependent variable = LAABECH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.667756729

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.991840863       0.213642188  -4.64253     1.000000
14027 LABECH  ( -1)       0.687104975       0.051145365  13.43435    -4.660264
14025 PBECH   (  0)      -0.545858436       0.164358581  -3.32114     0.868037

SE of equation            =     0.295604413
Sum of squared residuals  =  16.1656643       0.160893521E-10
Average absolute error    =     0.217222444
Sum of ABS residuals      =  40.8378194    
R squared                 =   0.61840
Durbin-Watson statistic   =   2.17018
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                *          +          !!      0   .   .   .          !
 1966.2!                +           *         !!          .   .   .   0      !
 1966.3!                         +         *  !!          .   .   .  0       !
 1966.4!                             +    *   !!          .   .   0          !
 1967.1!                             +       *!!          .   .   . 0        !
 1967.2!                              +  *    !!          .   . 0 .          !
 1967.3!                         *  +         !!          . 0 .   .          !
 1967.4!                      +  *            !!          .   . 0 .          !
 1968.1!                       +         *    !!          .   .   .  0       !
 1968.2!                        *  +          !!          . 0 .   .          !
 1968.3!                      +         *     !!          .   .   .  0       !
 1968.4!                           +  *       !!          .   . 0 .          !
 1969.1!                          + *         !!          .   . 0 .          !
 1969.2!                        +*            !!          .   0   .          !
 1969.3!                      +  *            !!          .   . 0 .          !
 1969.4!                       +*             !!          .   .0  .          !
 1970.1!                   *  +               !!          . 0 .   .          !
 1970.2!                   +          *       !!          .   .   .   0      !
 1970.3!                          +         * !!          .   .   .  0       !
 1970.4!                             *+       !!          .   0   .          !
 1971.1!           *              +           !!   0      .   .   .          !
 1971.2!              +     *                 !!          .   .   .0         !
 1971.3!            *       +                 !!        0 .   .   .          !
 1971.4*              +                       !!    0     .   .   .          !
 1972.1!     +            *                   !!          .   .   .    0     !
 1972.2!          *       +                   !!        0 .   .   .          !
 1972.3!            +    *                    !!          .   .  0.          !
 1972.4!           *     +                    !!         0.   .   .          !
 1973.1!             +   *                    !!          .   .  0.          !
 1973.2!               * +                    !!          .  0.   .          !
 1973.3!               + *                    !!          .   .0  .          !
 1973.4!                 +      *             !!          .   .   .0         !
 1974.1!              *       +               !!        0 .   .   .          !
 1974.2!               +   *                  !!          .   . 0 .          !
 1974.3!          *        +                  !!       0  .   .   .          !
 1974.4!            + *                       !!          .   .0  .          !
 1975.1!    *          +                      !!      0   .   .   .          !
 1975.2!        +                             !!          .   0   .          !
 1975.3!           +             *            !!          .   .   .     0    !
 1975.4!                       + *            !!          .   .0  .          !
 1976.1!                    *  +              !!          . 0 .   .          !
 1976.2!                   +      *           !!          .   .   .0         !
 1976.3!               *       +              !!        0 .   .   .          !
 1976.4!               +                      !!          .  0.   .          !
 1977.1!      *         +                     !!       0  .   .   .          !
 1977.2!         +     *                      !!          .   .   0          !
 1977.3!               +           *          !!          .   .   .   0      !
 1977.4!                  *     +             !!          0   .   .          !
 1978.1!                 +                    *!          .   .   .          0
 1978.2!                               +  *   !!          .   . 0 .          !
 1978.3!                             +        *!          .   .   .  0       !
 1978.4!                               +     *!!          .   .   0          !
 1979.1!                              + *     !!          .   .0  .          !
 1979.2!                          *+          !!          .  0.   .          !
 1979.3!          *            +              !!     0    .   .   .          !
 1979.4!       *    +                         !!          .0  .   .          !
 1980.1!      *   +                           !!          .0  .   .          !
 1980.2!         +  *                         !!          .   . 0 .          !
 1980.3!             +  *                     !!          .   . 0 .          !
 1980.4!            *   +                     !!          .0  .   .          !
 1981.1!       *       +                      !!         0.   .   .          !
 1981.2!           +     *                    !!          .   .   0          !
 1981.3!                  +      *            !!          .   .   .0         !
 1981.4!                 *     +              !!          0   .   .          !
 1982.1!                  +                   !!          .   0   .          !
 1982.2!                   + *                !!          .   . 0 .          !
 1982.3!                     +               *!!          .   .   .      0   !
 1982.4!                                +    *!!          .   .  0.          !
 1983.1!                                +     !!          .   0   .          !
 1983.2!                           *+         !!          .  0.   .          !
 1983.3!                         +       *    !!          .   .   .0         !
 1983.4!                         *   +        !!          .0  .   .          !
 1984.1!                        +     *       !!          .   .   0          !
 1984.2!                            +*        !!          .   .0  .          !
 1984.3!                           + *        !!          .   .0  .          !
 1984.4!                    *      +          !!         0.   .   .          !
 1985.1!                     + *              !!          .   . 0 .          !
 1985.2!                   *   +              !!          .0  .   .          !
 1985.3!                  * +                 !!          .  0.   .          !
 1985.4!                  *+                  !!          .   0   .          !
 1986.1!                   +     *            !!          .   .   .0         !
 1986.2!                       +*             !!          .   .0  .          !
 1986.3!                       +*             !!          .   .0  .          !
 1986.4!                      +               !!          .   0   .          !
 1987.1!                *   +                 !!          .0  .   .          !
 1987.2!               * +                    !!          .  0.   .          !
 1987.3!                + *                   !!          .   .0  .          !
 1987.4!                 *+                   !!          .  0.   .          !
 1988.1!                 +*                   !!          .   .0  .          !
 1988.2!             *   +                    !!          .0  .   .          !
 1988.3!               +*                     !!          .   .0  .          !
 1988.4!               * +                    !!          .  0.   .          !
 1989.1!               *+                     !!          .  0.   .          !
 1989.2!               * +                    !!          .  0.   .          !
 1989.3!                + *                   !!          .   .0  .          !
 1989.4!                  +                   !!          .   0   .          !
 1990.1!            *    +                    !!          0   .   .          !
 1990.2!             + *                      !!          .   .0  .          !
 1990.3!               +      *               !!          .   .   .0         !
 1990.4!          *         +                 !!       0  .   .   .          !
 1991.1!            +  *                      !!          .   . 0 .          !
 1991.2!                +*                    !!          .   .0  .          !
 1991.3!                  +    *              !!          .   .   0          !
 1991.4!               *     +                !!          0   .   .          !
 1992.1!       *        +                     !!        0 .   .   .          !
 1992.2!          + *                         !!          .   .0  .          !
 1992.3!         *   +                        !!          .0  .   .          !
 1992.4!          *+                          !!          .  0.   .          !
 1993.1!       *    +                         !!          0   .   .          !
 1993.2!         *+                           !!          .  0.   .          !
 1993.3!            +                         !!          .   0   .          !
 1993.4!             *+                       !!          .  0.   .          !
 1994.1!               +  *                   !!          .   .  0.          !
 1994.2!             *    +                   !!          0   .   .          !
 1994.3!             *+                       !!          .  0.   .          !
 1994.4!         *    +                       !!          .0  .   .          !
 1995.1!           +*                         !!          .   .0  .          !
 1995.2!        *    +                        !!          0   .   .          !
 1995.3!          +     *                     !!          .   .   0          !
 1995.4!           *    +                     !!          .0  .   .          !
 1996.1!    *       +                         !!        0 .   .   .          !
 1996.2!     *  +                             !!          . 0 .   .          !
 1996.3!         + *                          !!          .   . 0 .          !
 1996.4!      *      +                        !!         0.   .   .          !
 1997.1!         *+                           !!          .  0.   .          !
 1997.2!         *  +                         !!          .0  .   .          !
 1997.3!            +*                        !!          .   .0  .          !
 1997.4!            *  +                      !!          . 0 .   .          !
 1998.1!          *   +                       !!          . 0 .   .          !
 1998.2!         *   +                        !!          . 0 .   .          !
 1998.3!            +                         !!          .   0   .          !
 1998.4!        *    +                        !!          0   .   .          !
 1999.1!           +*                         !!          .   .0  .          !
 1999.2!              +                       !!          .   0   .          !
 1999.3!               +*                     !!          .   .0  .          !
 1999.4!              *  +                    !!          . 0 .   .          !
 2000.1!              *+                      !!          .  0.   .          !
 2000.2!              * +                     !!          .  0.   .          !
 2000.3!                +                     !!          .   0   .          !
 2000.4!                *+                    !!          .  0.   .          !
 2001.1!               * +                    !!          .  0.   .          !
 2001.2!                 +*                   !!          .   .0  .          !
 2001.3!                  +*                  !!          .   .0  .          !
 2001.4!                *  +                  !!          . 0 .   .          !
 2002.1!               * +                    !!          .  0.   .          !
 2002.2!                +                     !!          .   0   .          !
 2002.3!                + *                   !!          .   .0  .          !
 2002.4!                * +                   !!          .  0.   .          !
 2003.1!                +                     !!          .   0   .          !
 2003.2!            *   +                     !!          . 0 .   .          !
 2003.3!             + *                      !!          .   .0  .          !
 2003.4!             *+                       !!          .  0.   .          !
 2004.1!           *+                         !!          .  0.   .          !
 2004.2!         *  +                         !!          . 0 .   .          !
 2004.3!           + *                        !!          .   . 0 .          !
 2004.4!          *  +                        !!          . 0 .   .          !
 2005.1!     *    +                           !!          .0  .   .          !
 2005.2!      + *                             !!          .   .0  .          !
 2005.3!         +    *                       !!          .   .  0.          !
 2005.4!         *   +                        !!          .0  .   .          !
 2006.1!       * +                            !!          . 0 .   .          !
 2006.2!      * +                             !!          .  0.   .          !
 2006.3!       + *                            !!          .   . 0 .          !
 2006.4!      *  +                            !!          . 0 .   .          !
 2007.1!      *+                              !!          .   0   .          !
 2007.2!      +                               !!          .   0   .          !
 2007.3!     +   *                            !!          .   . 0 .          !
 2007.4!     * +                              !!          . 0 .   .          !
 2008.1!   * +                                !!          .  0.   .          !
 2008.2!   + *                                !!          .   .0  .          !
 2008.3!    +  *                              !!          .   . 0 .          !
 2008.4!      *+                              !!          .   0   .          !
 2009.1!      +*                              !!          .   .0  .          !
 2009.2!       +  *                           !!          .   . 0 .          !
 2009.3!        +   *                         !!          .   .  0.          !
 2009.4!          +*                          !!          .   .0  .          !
 2010.1!       * +                            !!          . 0 .   .          !
 2010.2!   *   +                              !!          .0  .   .          !
 2010.3!     +    *                           !!          .   .   0          !
 2010.4!     *   +                            !!          .0  .   .          !
 2011.1!     + *                              !!          .   .0  .          !
 2011.2!    * +                               !!          . 0 .   .          !
 2011.3!    +    *                            !!          .   .  0.          !
 2011.4!        +                             !!          .   0   .          !
 2012.1!      * +                             !!          .  0.   .          !
 2012.2!      +                               !!          .   0   .          !
 2012.3!      +  *                            !!          .   . 0 .          !
 2012.4!       * +                            !!          .  0.   .          !


     24.47 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDECH=DEPX$Q/CHPMM;                                                     
 GENR LAADECH=LOG(AADECH+.00001);                                             
 GENR LADECH=LOG(ADECH+.00001);                                               
 LHS AADECH=EXP(LAADECH)-.00001;                                              
  EQ 1897 LAADECH C LADECH(-1) PDECH;                                         
EQUATION 1207  LAADECH  
   RHS     C  LADECH(-1)  PDECH  
 SMPL 1977.3 2012.4;                                                          
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
 OLS;EST 1207 PLOT=0;END;                                                     

Equation number = 1207
**********************

Dependent variable = LAADECH 

 1977.3 -   2012.4,    0 missing obs.,  142 obs. used.

Mean of dependent variable       -5.963490829

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.634750817       0.370335197  -4.41425     1.000000
14030 LADECH  ( -1)       0.642655123       0.062699059  10.24984    -5.969466
14028 PDECH   (  0)      -0.548676326       0.253680959  -2.16286     0.897492

SE of equation            =     0.345796946
Sum of squared residuals  =  16.6209983       0.305915293E-10
Average absolute error    =     0.219667899
Sum of ABS residuals      =  31.1928416    
R squared                 =   0.50002
Durbin-Watson statistic   =   2.48538
SMPL and No. Obs.         = 1977.3   2012.4    142

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.3!   *       +                          !!        0  .  .  .           !
 1977.4!        +                 *           !!           .  .  .         0 !
 1978.1!  *                    +              !0           .  .  .           !
 1978.2!       +*                             !!           .  .0 .           !
 1978.3*            +                         !!     0     .  .  .           !
 1978.4!      +     *                         !!           .  .  .0          !
 1979.1!        *     +                       !!          0.  .  .           !
 1979.2!        *   +                         !!           0  .  .           !
 1979.3!            +    *                    !!           .  .  .0          !
 1979.4!                *+                    !!           .  0  .           !
 1980.1!                *+                    !!           . 0.  .           !
 1980.2!           *     +                    !!          0.  .  .           !
 1980.3!              +          *            !!           .  .  .    0      !
 1980.4!                    *  +              !!           .0 .  .           !
 1981.1!              *     +                 !!         0 .  .  .           !
 1981.2!                +   *                 !!           .  . 0.           !
 1981.3!                  * +                 !!           .0 .  .           !
 1981.4!                   +     *            !!           .  .  . 0         !
 1982.1!                       +              *!           .  .  .      0    !
 1982.2!                                +    *!!           .  .  0           !
 1982.3!                               +     *!!           .  .  .0          !
 1982.4!                               +    * !!           .  .  .0          !
 1983.1!                             * +      !!           . 0.  .           !
 1983.2!                          +           !!           .  0  .           !
 1983.3!                        *+            !!           . 0.  .           !
 1983.4!                       + *            !!           .  .0 .           !
 1984.1!                        +  *          !!           .  . 0.           !
 1984.2!                       * +            !!           .0 .  .           !
 1984.3!                      +    *          !!           .  .  .0          !
 1984.4!                         *+           !!           . 0.  .           !
 1985.1!                        +*            !!           .  .0 .           !
 1985.2!                        +             !!           .  0  .           !
 1985.3!                    *  +              !!           .0 .  .           !
 1985.4!                    +  *              !!           .  . 0.           !
 1986.1!                     +                !!           . 0.  .           !
 1986.2!                    +  *              !!           .  . 0.           !
 1986.3!                      +    *          !!           .  .  .0          !
 1986.4!                        +  *          !!           .  . 0.           !
 1987.1!                        +      *      !!           .  .  . 0         !
 1987.2!                          +  *        !!           .  . 0.           !
 1987.3!                        *+            !!           . 0.  .           !
 1987.4!                      +   *           !!           .  .  0           !
 1988.1!                    *  +              !!           .0 .  .           !
 1988.2!                    + *               !!           .  . 0.           !
 1988.3!                 *   +                !!           0  .  .           !
 1988.4!                  +   *               !!           .  .  0           !
 1989.1!               *     +                !!          0.  .  .           !
 1989.2!                *+                    !!           . 0.  .           !
 1989.3!                *+                    !!           .  0  .           !
 1989.4!                 + *                  !!           .  .0 .           !
 1990.1!                   + *                !!           .  .0 .           !
 1990.2!             *      +                 !!         0 .  .  .           !
 1990.3!              +    *                  !!           .  .  0           !
 1990.4!                * +                   !!           .0 .  .           !
 1991.1!           *    +                     !!          0.  .  .           !
 1991.2!            * +                       !!           . 0.  .           !
 1991.3!               + *                    !!           .  . 0.           !
 1991.4!                  +                   !!           .  .0 .           !
 1992.1!           *       +                  !!         0 .  .  .           !
 1992.2!              +                       !!           .  0  .           !
 1992.3!           *   +                      !!           0  .  .           !
 1992.4!              +                       !!           .  0  .           !
 1993.1!         *      +                     !!         0 .  .  .           !
 1993.2!           * +                        !!           . 0.  .           !
 1993.3!              +*                      !!           .  .0 .           !
 1993.4!             *   +                    !!           0  .  .           !
 1994.1!               +                      !!           .  0  .           !
 1994.2!          *      +                    !!         0 .  .  .           !
 1994.3!             +                        !!           .  0  .           !
 1994.4!               +*                     !!           .  .0 .           !
 1995.1!            *    +                    !!          0.  .  .           !
 1995.2!             *+                       !!           . 0.  .           !
 1995.3!               +  *                   !!           .  . 0.           !
 1995.4!                  +*                  !!           .  0  .           !
 1996.1!                 * +                  !!           . 0.  .           !
 1996.2!                 *+                   !!           .  0  .           !
 1996.3!               *  +                   !!           .0 .  .           !
 1996.4!                + *                   !!           .  .0 .           !
 1997.1!                * +                   !!           .0 .  .           !
 1997.2!                *+                    !!           . 0.  .           !
 1997.3!                 +   *                !!           .  .  0           !
 1997.4!                    + *               !!           .  .0 .           !
 1998.1!             *       +                !!         0 .  .  .           !
 1998.2!              *+                      !!           . 0.  .           !
 1998.3!               + *                    !!           .  .0 .           !
 1998.4!                 +  *                 !!           .  . 0.           !
 1999.1!                  * +                 !!           . 0.  .           !
 1999.2!                  +                   !!           . 0.  .           !
 1999.3!                 *+                   !!           . 0.  .           !
 1999.4!                  +*                  !!           .  .0 .           !
 2000.1!                  *+                  !!           . 0.  .           !
 2000.2!                   +                  !!           .  0  .           !
 2000.3!                 *  +                 !!           .0 .  .           !
 2000.4!                  +*                  !!           .  0  .           !
 2001.1!                  *+                  !!           . 0.  .           !
 2001.2!                  *+                  !!           . 0.  .           !
 2001.3!                  +                   !!           .  0  .           !
 2001.4!                   +                  !!           .  0  .           !
 2002.1!                 * +                  !!           . 0.  .           !
 2002.2!                 *+                   !!           . 0.  .           !
 2002.3!                  +                   !!           .  .0 .           !
 2002.4!                  +                   !!           .  0  .           !
 2003.1!                * +                   !!           . 0.  .           !
 2003.2!                +*                    !!           .  0  .           !
 2003.3!                 + *                  !!           .  .0 .           !
 2003.4!               *  +                   !!           .0 .  .           !
 2004.1!               +                      !!           .  0  .           !
 2004.2!               +*                     !!           .  .0 .           !
 2004.3!                + *                   !!           .  .0 .           !
 2004.4!                *+                    !!           .  0  .           !
 2005.1!               *+                     !!           . 0.  .           !
 2005.2!               +*                     !!           .  .0 .           !
 2005.3!              * +                     !!           . 0.  .           !
 2005.4!              +*                      !!           .  .0 .           !
 2006.1!              *+                      !!           . 0.  .           !
 2006.2!              +                       !!           .  0  .           !
 2006.3!              +                       !!           .  0  .           !
 2006.4!              +                       !!           .  0  .           !
 2007.1!              + *                     !!           .  .0 .           !
 2007.2!                +*                    !!           .  .0 .           !
 2007.3!                +                     !!           .  0  .           !
 2007.4!               + *                    !!           .  . 0.           !
 2008.1!                +                     !!           .  0  .           !
 2008.2!               + *                    !!           .  . 0.           !
 2008.3!                +*                    !!           .  .0 .           !
 2008.4!                +  *                  !!           .  . 0.           !
 2009.1!                 + *                  !!           .  .0 .           !
 2009.2!                  +                   !!           .  .0 .           !
 2009.3!                 +                    !!           .  0  .           !
 2009.4!                +*                    !!           .  .0 .           !
 2010.1!                +                     !!           .  0  .           !
 2010.2!                +                     !!           .  0  .           !
 2010.3!                +*                    !!           .  .0 .           !
 2010.4!                +                     !!           .  0  .           !
 2011.1!               *+                     !!           .  0  .           !
 2011.2!               + *                    !!           .  .0 .           !
 2011.3!                +                     !!           .  0  .           !
 2011.4!                +                     !!           .  0  .           !
 2012.1!                +*                    !!           .  0  .           !
 2012.2!                +                     !!           .  0  .           !
 2012.3!                +*                    !!           .  .0 .           !
 2012.4!                 +                    !!           .  0  .           !


     19.72 percent of the residuals exceed 1 SE
      3.52 percent of the residuals exceed 2 SE
@EQ  1898 LAANOCH C LANOCH(-1) PNOCH;SMPL 1977.4 2012.4;OLS;EST 1898 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWCH=SWPX$Q/CHPMM;                                                     
 GENR LAASWCH=LOG(AASWCH+.00001);                                             
 GENR LASWCH=LOG(ASWCH+.00001);                                               
 LHS AASWCH=EXP(LAASWCH)-.00001;                                              
  EQ 1899 LAASWCH C LASWCH(-1) PSWCH;                                         
EQUATION 1208  LAASWCH  
   RHS     C  LASWCH(-1)  PSWCH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1208 PLOT=0;END;                                                     

Equation number = 1208
**********************

Dependent variable = LAASWCH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.893540347

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.123966563       0.356736051  -3.15070     1.000000
14033 LASWCH  ( -1)       0.731093391       0.049422596  14.79270    -4.884918
14031 PSWCH   (  0)      -0.197444091       0.278588422  -0.70873     1.004043

SE of equation            =     0.382880697
Sum of squared residuals  =  27.1205612      -0.416555679E-11
Average absolute error    =     0.274727597
Sum of ABS residuals      =  51.6487882    
R squared                 =   0.54558
Durbin-Watson statistic   =   2.71498
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                        +*            !!          .   0   .          !
 1966.2!                      +    *          !!          .   .   0          !
 1966.3!                   *    +             !!          0   .   .          !
 1966.4!                  +             *     !!          .   .   .      0   !
 1967.1!                    *       +         !!        0 .   .   .          !
 1967.2!                   +                  *!          .   .   .          0
 1967.3!                                +     !!          .   0   .          !
 1967.4!                           +       *  !!          .   .   . 0        !
 1968.1!                       *      +       !!         0.   .   .          !
 1968.2!                     +          *     !!          .   .   .   0      !
 1968.3!                         * +          !!          .  0.   .          !
 1968.4!                      +  *            !!          .   . 0 .          !
 1969.1!                      *+              !!          .  0.   .          !
 1969.2!                    +   *             !!          .   .  0.          !
 1969.3!             *       +                !!        0 .   .   .          !
 1969.4!           *  +                       !!          . 0 .   .          !
 1970.1!          * +                         !!          .  0.   .          !
 1970.2!            +      *                  !!          .   .   . 0        !
 1970.3!                  +    *              !!          .   .   0          !
 1970.4!                    +            *    !!          .   .   .    0     !
 1971.1!                          * +         !!          .  0.   .          !
 1971.2!                       +  *           !!          .   . 0 .          !
 1971.3!                       +      *       !!          .   .   .0         !
 1971.4!                          +   *       !!          .   .  0.          !
 1972.1!                          +      *    !!          .   .   .0         !
 1972.2!                            +*        !!          .   .0  .          !
 1972.3!                          +   *       !!          .   .  0.          !
 1972.4!                          + *         !!          .   . 0 .          !
 1973.1!                       * +            !!          .  0.   .          !
 1973.2!                     +      *         !!          .   .   .0         !
 1973.3!                      * +             !!          . 0 .   .          !
 1973.4!                   *+                 !!          .  0.   .          !
 1974.1!                  +   *               !!          .   .  0.          !
 1974.2!                  * +                 !!          . 0 .   .          !
 1974.3!                 +      *             !!          .   .   .0         !
 1974.4!               *     +                !!         0.   .   .          !
 1975.1!               +*                     !!          .   .0  .          !
 1975.2!               +  *                   !!          .   . 0 .          !
 1975.3!       *         +                    !!      0   .   .   .          !
 1975.4!         +     *                      !!          .   .   .0         !
 1976.1!             * +                      !!          . 0 .   .          !
 1976.2!             +*                       !!          .   .0  .          !
 1976.3!           *  +                       !!          .0  .   .          !
 1976.4!           +       *                  !!          .   .   . 0        !
 1977.1!          *       +                   !!        0 .   .   .          !
 1977.2!           +   *                      !!          .   .  0.          !
 1977.3!               +     *                !!          .   .   .0         !
 1977.4!                  * +                 !!          .  0.   .          !
 1978.1!              *  +                    !!          . 0 .   .          !
 1978.2!              + *                     !!          .   .0  .          !
 1978.3!                +    *                !!          .   .   0          !
 1978.4!                   +   *              !!          .   .  0.          !
 1979.1!                  *  +                !!          . 0 .   .          !
 1979.2!                 +  *                 !!          .   . 0 .          !
 1979.3!                * +                   !!          . 0 .   .          !
 1979.4!               +   *                  !!          .   .  0.          !
 1980.1!              *   +                   !!          .0  .   .          !
 1980.2*              +                       !!  0       .   .   .          !
 1980.3!   +            *                     !!          .   .   .     0    !
 1980.4!        *       +                     !!        0 .   .   .          !
 1981.1!          + *                         !!          .   . 0 .          !
 1981.2!          *  +                        !!          . 0 .   .          !
 1981.3!  *         +                         !!      0   .   .   .          !
 1981.4!      +   *                           !!          .   .  0.          !
 1982.1! *          +                         !!     0    .   .   .          !
 1982.2!     +     *                          !!          .   .   0          !
 1982.3!          * +                         !!          .  0.   .          !
 1982.4!            +  *                      !!          .   . 0 .          !
 1983.1!       *       +                      !!        0 .   .   .          !
 1983.2!          +        *                  !!          .   .   .  0       !
 1983.3!                  + *                 !!          .   .0  .          !
 1983.4!                   +                  !!          .   0   .          !
 1984.1!               *   +                  !!          .0  .   .          !
 1984.2!                +                     !!          .   0   .          !
 1984.3!            *   +                     !!          .0  .   .          !
 1984.4!              +*                      !!          .   .0  .          !
 1985.1!               *+                     !!          .  0.   .          !
 1985.2!              *+                      !!          .  0.   .          !
 1985.3!              +                       !!          .   0   .          !
 1985.4!               +  *                   !!          .   . 0 .          !
 1986.1!                *+                    !!          .  0.   .          !
 1986.2!             *  +                     !!          .0  .   .          !
 1986.3!            * +                       !!          .  0.   .          !
 1986.4!             +*                       !!          .   0   .          !
 1987.1!              + *                     !!          .   .0  .          !
 1987.2!              * +                     !!          . 0 .   .          !
 1987.3!             *+                       !!          .  0.   .          !
 1987.4!             +*                       !!          .   .0  .          !
 1988.1!             *+                       !!          .  0.   .          !
 1988.2!           *  +                       !!          . 0 .   .          !
 1988.3!        *   +                         !!          .0  .   .          !
 1988.4!       *  +                           !!          . 0 .   .          !
 1989.1!       * +                            !!          . 0 .   .          !
 1989.2!        *+                            !!          .  0.   .          !
 1989.3!          +                           !!          .   0   .          !
 1989.4!           +*                         !!          .   0   .          !
 1990.1!        *   +                         !!          .0  .   .          !
 1990.2!          + *                         !!          .   . 0 .          !
 1990.3!            +*                        !!          .   0   .          !
 1990.4!             +                        !!          .   0   .          !
 1991.1!       *     +                        !!         0.   .   .          !
 1991.2!        *+                            !!          .  0.   .          !
 1991.3!       *  +                           !!          .0  .   .          !
 1991.4!         +  *                         !!          .   .  0.          !
 1992.1!        *    +                        !!          0   .   .          !
 1992.2!          +  *                        !!          .   .  0.          !
 1992.3!             +                        !!          .   0   .          !
 1992.4!          *   +                       !!          .0  .   .          !
 1993.1!            +                         !!          .   0   .          !
 1993.2!           * +                        !!          .  0.   .          !
 1993.3!             +  *                     !!          .   . 0 .          !
 1993.4!                + *                   !!          .   . 0 .          !
 1994.1!              *   +                   !!          .0  .   .          !
 1994.2!               + *                    !!          .   .0  .          !
 1994.3!                +                     !!          .   0   .          !
 1994.4!                +        *            !!          .   .   .  0       !
 1995.1!                   *  +               !!          .0  .   .          !
 1995.2!             *    +                   !!          0   .   .          !
 1995.3!             + *                      !!          .   .0  .          !
 1995.4!               +   *                  !!          .   .  0.          !
 1996.1!               *  +                   !!          . 0 .   .          !
 1996.2!               +*                     !!          .   0   .          !
 1996.3!               +                      !!          .   0   .          !
 1996.4!               +       *              !!          .   .   . 0        !
 1997.1!              *      +                !!        0 .   .   .          !
 1997.2!             *+                       !!          .  0.   .          !
 1997.3!              +*                      !!          .   .0  .          !
 1997.4!               +     *                !!          .   .   .0         !
 1998.1!         *          +                 !!      0   .   .   .          !
 1998.2!           +      *                   !!          .   .   .0         !
 1998.3!                 +      *             !!          .   .   . 0        !
 1998.4!                      + *             !!          .   . 0 .          !
 1999.1!                    * +               !!          .  0.   .          !
 1999.2!                   + *                !!          .   . 0 .          !
 1999.3!                   *+                 !!          .  0.   .          !
 1999.4!                  + *                 !!          .   . 0 .          !
 2000.1!                   +                  !!          .   0   .          !
 2000.2!                  +     *             !!          .   .   0          !
 2000.3!           *          +               !!      0   .   .   .          !
 2000.4!             +         *              !!          .   .   .   0      !
 2001.1!                     +                !!          .  0.   .          !
 2001.2!                    +*                !!          .   .0  .          !
 2001.3!                    +                 !!          .   0   .          !
 2001.4!                   +                  !!          .   0   .          !
 2002.1!                * +                   !!          . 0 .   .          !
 2002.2!               *+                     !!          .   0   .          !
 2002.3!               *+                     !!          .   0   .          !
 2002.4!              *+                      !!          .  0.   .          !
 2003.1!             *+                       !!          .  0.   .          !
 2003.2!             +  *                     !!          .   . 0 .          !
 2003.3!              * +                     !!          . 0 .   .          !
 2003.4!             *+                       !!          .  0.   .          !
 2004.1!             +                        !!          .   0   .          !
 2004.2!              +                       !!          .   0   .          !
 2004.3!            * +                       !!          .  0.   .          !
 2004.4!           * +                        !!          . 0 .   .          !
 2005.1!          * +                         !!          .  0.   .          !
 2005.2!          *+                          !!          .  0.   .          !
 2005.3!          *+                          !!          .  0.   .          !
 2005.4!          *+                          !!          .  0.   .          !
 2006.1!          * +                         !!          .  0.   .          !
 2006.2!          *+                          !!          .  0.   .          !
 2006.3!      *    +                          !!          0   .   .          !
 2006.4!        +*                            !!          .   .0  .          !
 2007.1!       *  +                           !!          . 0 .   .          !
 2007.2!        *+                            !!          .   0   .          !
 2007.3!       *  +                           !!          . 0 .   .          !
 2007.4!        +*                            !!          .   0   .          !
 2008.1!        * +                           !!          . 0 .   .          !
 2008.2!         +                            !!          .   0   .          !
 2008.3!       *  +                           !!          . 0 .   .          !
 2008.4!         +*                           !!          .   .0  .          !
 2009.1!           +                          !!          .  0.   .          !
 2009.2!            +                         !!          .   0   .          !
 2009.3!        *    +                        !!          0   .   .          !
 2009.4!          +                           !!          .   .0  .          !
 2010.1!       *   +                          !!          .0  .   .          !
 2010.2!         +                            !!          .  0.   .          !
 2010.3!        * +                           !!          . 0 .   .          !
 2010.4!         *+                           !!          .  0.   .          !
 2011.1!        * +                           !!          . 0 .   .          !
 2011.2!         +                            !!          .   0   .          !
 2011.3!        * +                           !!          . 0 .   .          !
 2011.4!        * +                           !!          .  0.   .          !
 2012.1!       *  +                           !!          . 0 .   .          !
 2012.2!         +                            !!          .   0   .          !
 2012.3!       *  +                           !!          .0  .   .          !
 2012.4!        *+                            !!          .  0.   .          !


     23.40 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@EQ  1900 LAAGRCH C LAGRCH(-1) PGRCH;SMPL 1982.3 2012.4;OLS;EST 1900 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRCH=IRPX$Q/CHPMM;                                                     
 GENR LAAIRCH=LOG(AAIRCH+.00001);                                             
 GENR LAIRCH=LOG(AIRCH+.00001);                                               
 LHS AAIRCH=EXP(LAAIRCH)-.00001;                                              
  EQ 1901 LAAIRCH C LAIRCH(-1) PIRCH;                                         
EQUATION 1209  LAAIRCH  
   RHS     C  LAIRCH(-1)  PIRCH  
 SMPL 1979.4 2012.4;                                                          
Sample period is now  1979.4 to  2012.4 Internally:   112 to   244
 OLS;EST 1209 PLOT=0;END;                                                     

Equation number = 1209
**********************

Dependent variable = LAAIRCH 

 1979.4 -   2012.4,    0 missing obs.,  133 obs. used.

Mean of dependent variable       -7.485213462

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.033753831       1.123448183  -0.92016     1.000000
14036 LAIRCH  ( -1)       0.819865793       0.051021365  16.06907    -7.496377
14034 PIRCH   (  0)      -0.302527355       1.000261867  -0.30245     1.009616

SE of equation            =     0.712152365
Sum of squared residuals  =  65.9309288      -0.121991306E-10
Average absolute error    =     0.452486933
Sum of ABS residuals      =  60.1807620    
R squared                 =   0.66740
Durbin-Watson statistic   =   2.63597
SMPL and No. Obs.         = 1979.4   2012.4    133

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.4!                     +   *            !!           .  . 0.           !
 1980.1!                       *+             !!           . 0.  .           !
 1980.2!              *        +              !!         0 .  .  .           !
 1980.3!           *    +                     !!           0  .  .           !
 1980.4!        *    +                        !!           0  .  .           !
 1981.1!*          +                          !!       0   .  .  .           !
 1981.2!     +                *               !!           .  .  .       0   !
 1981.3*                       +              !0           .  .  .           !
 1981.4!   *+                                 !!           .  0  .           !
 1982.1!       +                              !!           .  0  .           !
 1982.2!  *       +                           !!         0 .  .  .           !
 1982.3!      +                      *        !!           .  .  .          0!
 1982.4!                  *         +         !!        0  .  .  .           !
 1983.1!                   +                  !!           .  0  .           !
 1983.2!                    *+                !!           .  0  .           !
 1983.3!                     +   *            !!           .  . 0.           !
 1983.4!        *                +            !!   0       .  .  .           !
 1984.1!        *  +                          !!           .0 .  .           !
 1984.2!           +        *                 !!           .  .  . 0         !
 1984.3!                     +      *         !!           .  .  .0          !
 1984.4!                 *          +         !!       0   .  .  .           !
 1985.1!                   +*                 !!           .  .0 .           !
 1985.2!                      +               !!           .  .0 .           !
 1985.3!                       +*             !!           .  0  .           !
 1985.4!                      * +             !!           . 0.  .           !
 1986.1!                      *+              !!           . 0.  .           !
 1986.2!             *        +               !!        0  .  .  .           !
 1986.3!               + *                    !!           .  .0 .           !
 1986.4!                  +    *              !!           .  .  0           !
 1987.1!                    *  +              !!           .0 .  .           !
 1987.2!                     +      *         !!           .  .  . 0         !
 1987.3!                           *+         !!           .  0  .           !
 1987.4!                         * +          !!           . 0.  .           !
 1988.1!                       * +            !!           . 0.  .           !
 1988.2!                    *  +              !!           .0 .  .           !
 1988.3!                     + *              !!           .  .0 .           !
 1988.4!                    *  +              !!           .0 .  .           !
 1989.1!                     +*               !!           .  .0 .           !
 1989.2!                    *  +              !!           .0 .  .           !
 1989.3!              *      +                !!         0 .  .  .           !
 1989.4!                +       *             !!           .  .  .  0        !
 1990.1!               *        +             !!        0  .  .  .           !
 1990.2!                *+                    !!           . 0.  .           !
 1990.3!               * +                    !!           . 0.  .           !
 1990.4!                 +                    !!           .  0  .           !
 1991.1!               *  +                   !!           .0 .  .           !
 1991.2!              *  +                    !!           .0 .  .           !
 1991.3!                + *                   !!           .  .0 .           !
 1991.4!             *     +                  !!          0.  .  .           !
 1992.1!               +     *                !!           .  .  .0          !
 1992.2!                *     +               !!           0  .  .           !
 1992.3!                * +                   !!           . 0.  .           !
 1992.4!                * +                   !!           . 0.  .           !
 1993.1!                 +     *              !!           .  .  0           !
 1993.2!                      *+              !!           . 0.  .           !
 1993.3!                   *   +              !!           .0 .  .           !
 1993.4!                   *+                 !!           . 0.  .           !
 1994.1!                    +                 !!           .  0  .           !
 1994.2!                     +                !!           .  0  .           !
 1994.3!                  *   +               !!           .0 .  .           !
 1994.4!                   +   *              !!           .  . 0.           !
 1995.1!                   *   +              !!           0  .  .           !
 1995.2!                   *+                 !!           . 0.  .           !
 1995.3!                    +*                !!           .  .0 .           !
 1995.4!                    * +               !!           . 0.  .           !
 1996.1!                  *  +                !!           .0 .  .           !
 1996.2!                   +                  !!           .  0  .           !
 1996.3!                    +   *             !!           .  .  0           !
 1996.4!                        +             !!           . 0.  .           !
 1997.1!                    *   +             !!           0  .  .           !
 1997.2!                     +  *             !!           .  . 0.           !
 1997.3!                    *   +             !!           .0 .  .           !
 1997.4!                     +                !!           . 0.  .           !
 1998.1!                     + *              !!           .  .0 .           !
 1998.2!                       + *            !!           .  .0 .           !
 1998.3!                         +            !!           .  0  .           !
 1998.4!                         + *          !!           .  .0 .           !
 1999.1!                          + *         !!           .  .0 .           !
 1999.2!                            +         !!           .  0  .           !
 1999.3!                           +          !!           .  0  .           !
 1999.4!                           + *        !!           .  .0 .           !
 2000.1!                           *+         !!           . 0.  .           !
 2000.2!                           + *        !!           .  . 0.           !
 2000.3!                          *  +        !!           .0 .  .           !
 2000.4!                          +   *       !!           .  . 0.           !
 2001.1!                             + *      !!           .  .0 .           !
 2001.2!                            * +       !!           .0 .  .           !
 2001.3!                           + *        !!           .  .0 .           !
 2001.4!                            +        *!!           .  .  .  0        !
 2002.1!                                   +* !!           .  0  .           !
 2002.2!                                 *+   !!           .  0  .           !
 2002.3!                                +     !!           .  0  .           !
 2002.4!                              +     * !!           .  .  0           !
 2003.1!                                 *+   !!           .  0  .           !
 2003.2!                                +*    !!           .  0  .           !
 2003.3!                               +  *   !!           .  . 0.           !
 2003.4!                                + *   !!           .  .0 .           !
 2004.1!                                 +    !!           .  0  .           !
 2004.2!                               + *    !!           .  .0 .           !
 2004.3!                               + *    !!           .  .0 .           !
 2004.4!                               +  *   !!           .  . 0.           !
 2005.1!                                +  *  !!           .  .0 .           !
 2005.2!                                 + *  !!           .  .0 .           !
 2005.3!                                 +*   !!           .  .0 .           !
 2005.4!                                +  *  !!           .  . 0.           !
 2006.1!                                  +   !!           .  .0 .           !
 2006.2!                                *+    !!           .  0  .           !
 2006.3!                               +*     !!           .  .0 .           !
 2006.4!                               +  *   !!           .  . 0.           !
 2007.1!                                 +*   !!           .  .0 .           !
 2007.2!                                + *   !!           .  .0 .           !
 2007.3!                                +    *!!           .  .  0           !
 2007.4!                                  +  *!!           .  . 0.           !
 2008.1!                                   +  *!           .  . 0.           !
 2008.2!                                    + !!           .  0  .           !
 2008.3!                                  + * !!           .  .0 .           !
 2008.4!                                  + * !!           .  .0 .           !
 2009.1!                                  +  *!!           .  . 0.           !
 2009.2!                                   + *!!           .  .0 .           !
 2009.3!                                  +  *!!           .  . 0.           !
 2009.4!                                   +* !!           .  .0 .           !
 2010.1!                                  + * !!           .  .0 .           !
 2010.2!                                  +*  !!           .  0  .           !
 2010.3!                                 +*   !!           .  .0 .           !
 2010.4!                                 +*   !!           .  .0 .           !
 2011.1!                                + *   !!           .  .0 .           !
 2011.2!                                + *   !!           .  .0 .           !
 2011.3!                                + *   !!           .  .0 .           !
 2011.4!                                + *   !!           .  .0 .           !
 2012.1!                                 +*   !!           .  .0 .           !
 2012.2!                                +*    !!           .  0  .           !
 2012.3!                                + *   !!           .  . 0.           !
 2012.4!                                *+    !!           . 0.  .           !


     17.29 percent of the residuals exceed 1 SE
      4.51 percent of the residuals exceed 2 SE
@EQ  1902 LAAPOCH C LAPOCH(-1) PPOCH;SMPL 1980.3 2012.4;OLS;EST 1902 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPCH=SPPX$Q/CHPMM;                                                     
 GENR LAASPCH=LOG(AASPCH+.00001);                                             
 GENR LASPCH=LOG(ASPCH+.00001);                                               
 LHS AASPCH=EXP(LAASPCH)-.00001;                                              
  EQ 1903 LAASPCH C LASPCH(-1) PSPCH;                                         
EQUATION 1210  LAASPCH  
   RHS     C  LASPCH(-1)  PSPCH  
 SMPL 1970.3 2012.4;                                                          
Sample period is now  1970.3 to  2012.4 Internally:    75 to   244
 OLS;EST 1210 PLOT=0;END;                                                     

Equation number = 1210
**********************

Dependent variable = LAASPCH 

 1970.3 -   2012.4,    0 missing obs.,  170 obs. used.

Mean of dependent variable       -5.492701977

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.458321925       0.216839737  -2.11364     1.000000
14039 LASPCH  ( -1)       0.800086030       0.042386684  18.87588    -5.504433
14037 PSPCH   (  0)      -0.643574831       0.241781665  -2.66180     0.979467

SE of equation            =     0.333794621
Sum of squared residuals  =  18.6069478      -0.217967866E-10
Average absolute error    =     0.239905854
Sum of ABS residuals      =  40.7839952    
R squared                 =   0.79206
Durbin-Watson statistic   =   2.45044
SMPL and No. Obs.         = 1970.3   2012.4    170

Plot of actual(*) and fitted(+) values and residuals(0)


 1970.3!     *+                               !!          . 0 .   .          !
 1970.4!     * +                              !!          .0  .   .          !
 1971.1!     * +                              !!          . 0 .   .          !
 1971.2!      *  +                            !!          .0  .   .          !
 1971.3!     *   +                            !!         0.   .   .          !
 1971.4!   *   +                              !!         0.   .   .          !
 1972.1!    *  +                              !!          .0  .   .          !
 1972.2!    *  +                              !!          0   .   .          !
 1972.3!    *  +                              !!          .0  .   .          !
 1972.4*       +                              !!    0     .   .   .          !
 1973.1!   +        *                         !!          .   .   .       0  !
 1973.2!          *  +                        !!          0   .   .          !
 1973.3!           +  *                       !!          .   .   .0         !
 1973.4!             * +                      !!          . 0 .   .          !
 1974.1!               +    *                 !!          .   .   .  0       !
 1974.2!                 *  +                 !!          0   .   .          !
 1974.3!           *     +                    !!      0   .   .   .          !
 1974.4!            +                         !!          .  0.   .          !
 1975.1!             +         *              !!          .   .   .       0  !
 1975.2!                   *  +               !!          0   .   .          !
 1975.3!                   +      *           !!          .   .   .    0     !
 1975.4!                *        +            !!  0       .   .   .          !
 1976.1!                 +       *            !!          .   .   .     0    !
 1976.2!                       * +            !!          . 0 .   .          !
 1976.3!                       +*             !!          .   .0  .          !
 1976.4!                    *   +             !!         0.   .   .          !
 1977.1!                     +                !!          .   0   .          !
 1977.2!                    * +               !!          . 0 .   .          !
 1977.3!                     +  *             !!          .   .   0          !
 1977.4!                        + *           !!          .   .  0.          !
 1978.1!                          +  *        !!          .   .   .0         !
 1978.2!                             +  *     !!          .   .   0          !
 1978.3!                            *  +      !!          .0  .   .          !
 1978.4!                           +   *      !!          .   .   .0         !
 1979.1!                             +    *   !!          .   .   . 0        !
 1979.2!                               +   *  !!          .   .   .0         !
 1979.3!                                *+    !!          .  0.   .          !
 1979.4!                           *  +       !!          0   .   .          !
 1980.1!              *           +           !0          .   .   .          !
 1980.2!               +    *                 !!          .   .   . 0        !
 1980.3!                  *  +                !!          0   .   .          !
 1980.4!                   +         *        !!          .   .   .        0 !
 1981.1!                       *     +        !!       0  .   .   .          !
 1981.2!                   *    +             !!        0 .   .   .          !
 1981.3!                     +     *          !!          .   .   .   0      !
 1981.4!                           +   *      !!          .   .   .0         !
 1982.1!                           *  +       !!          0   .   .          !
 1982.2!                           +  *       !!          .   .   0          !
 1982.3!                              +*      !!          .   . 0 .          !
 1982.4!                              +    *  !!          .   .   .0         !
 1983.1!                                  +   !!          .   0   .          !
 1983.2!                                *+    !!          . 0 .   .          !
 1983.3!                           *   +      !!        0 .   .   .          !
 1983.4!                            +*        !!          .   . 0 .          !
 1984.1!                            *+        !!          . 0 .   .          !
 1984.2!                            +    *    !!          .   .   . 0        !
 1984.3!                                +  *  !!          .   .  0.          !
 1984.4!                                 *+   !!          .  0.   .          !
 1985.1!                                 +    *!          .   .   .  0       !
 1985.2!                                    + *!          .   .0  .          !
 1985.3!                                    +*!!          .   .0  .          !
 1985.4!                                   +* !!          .   .0  .          !
 1986.1!                             *    +   !!       0  .   .   .          !
 1986.2!                             + *      !!          .   .  0.          !
 1986.3!                              +    *  !!          .   .   . 0        !
 1986.4!                                  + * !!          .   . 0 .          !
 1987.1!                                * +   !!          . 0 .   .          !
 1987.2!                               +      !!          .   0   .          !
 1987.3!                             *+       !!          .  0.   .          !
 1987.4!                            +   *     !!          .   .   .0         !
 1988.1!                        *     +       !!     0    .   .   .          !
 1988.2!                       *+             !!          .  0.   .          !
 1988.3!                       +  *           !!          .   .   0          !
 1988.4!                         *+           !!          .  0.   .          !
 1989.1!                         +*           !!          .   . 0 .          !
 1989.2!                          + *         !!          .   . 0 .          !
 1989.3!                      *    +          !!       0  .   .   .          !
 1989.4!                      +               !!          .   0   .          !
 1990.1!                      +    *          !!          .   .   . 0        !
 1990.2!                          +*          !!          .   .0  .          !
 1990.3!                         +    *       !!          .   .   . 0        !
 1990.4!                          * +         !!          .0  .   .          !
 1991.1!                         +            !!          .   .0  .          !
 1991.2!                         +*           !!          .   .0  .          !
 1991.3!                        * +           !!          .  0.   .          !
 1991.4!                        +   *         !!          .   .   .0         !
 1992.1!                     *     +          !!       0  .   .   .          !
 1992.2!                      +  *            !!          .   .   .0         !
 1992.3!                    *   +             !!        0 .   .   .          !
 1992.4!                     +                !!          .   0   .          !
 1993.1!                      +*              !!          .   .0  .          !
 1993.2!                        +    *        !!          .   .   .  0       !
 1993.3!                             +*       !!          .   . 0 .          !
 1993.4!                              +       !!          .   0   .          !
 1994.1!                             *+       !!          .  0.   .          !
 1994.2!                             +        !!          .   0   .          !
 1994.3!                             +        !!          .   0   .          !
 1994.4!                             +  *     !!          .   .   0          !
 1995.1!                            *  +      !!          0   .   .          !
 1995.2!                          *+          !!          .  0.   .          !
 1995.3!                          + *         !!          .   . 0 .          !
 1995.4!                           +   *      !!          .   .   .0         !
 1996.1!                        *     +       !!      0   .   .   .          !
 1996.2!                       *+             !!          .  0.   .          !
 1996.3!                       *+             !!          .  0.   .          !
 1996.4!                       *+             !!          .  0.   .          !
 1997.1!                     *  +             !!          0   .   .          !
 1997.2!                     *+               !!          .  0.   .          !
 1997.3!                      *+              !!          .   0   .          !
 1997.4!                       +              !!          .   0   .          !
 1998.1!                      * +             !!          .0  .   .          !
 1998.2!                       +              !!          .   0   .          !
 1998.3!                      * +             !!          . 0 .   .          !
 1998.4!                     * +              !!          .0  .   .          !
 1999.1!                      + *             !!          .   . 0 .          !
 1999.2!                      * +             !!          . 0 .   .          !
 1999.3!                    *  +              !!         0.   .   .          !
 1999.4!                    *+                !!          .  0.   .          !
 2000.1!                     *+               !!          .  0.   .          !
 2000.2!                      *+              !!          . 0 .   .          !
 2000.3!                    *  +              !!         0.   .   .          !
 2000.4!                     +                !!          .   0   .          !
 2001.1!                     * +              !!          . 0 .   .          !
 2001.2!                     * +              !!          .0  .   .          !
 2001.3!                     *+               !!          .  0.   .          !
 2001.4!                      +*              !!          .   0   .          !
 2002.1!                     *  +             !!          .0  .   .          !
 2002.2!                      +               !!          .   0   .          !
 2002.3!                    *  +              !!          0   .   .          !
 2002.4!                     +*               !!          .   .0  .          !
 2003.1!                       +              !!          .   0   .          !
 2003.2!                       +              !!          .   0   .          !
 2003.3!                      *+              !!          .  0.   .          !
 2003.4!                      +               !!          .  0.   .          !
 2004.1!                      +               !!          .   .0  .          !
 2004.2!                      +               !!          .  0.   .          !
 2004.3!                    * +               !!          . 0 .   .          !
 2004.4!                    +                 !!          .  0.   .          !
 2005.1!                    +*                !!          .   .0  .          !
 2005.2!                     + *              !!          .   .   0          !
 2005.3!                     * +              !!          . 0 .   .          !
 2005.4!                     +*               !!          .   .0  .          !
 2006.1!                      +               !!          .   0   .          !
 2006.2!                     +*               !!          .   0   .          !
 2006.3!                     +                !!          .   0   .          !
 2006.4!                     +                !!          .   0   .          !
 2007.1!                    +*                !!          .   .0  .          !
 2007.2!                     +*               !!          .   . 0 .          !
 2007.3!                     +                !!          .   .0  .          !
 2007.4!                    + *               !!          .   .  0.          !
 2008.1!                     +                !!          .   0   .          !
 2008.2!                    + *               !!          .   .  0.          !
 2008.3!                    *+                !!          .  0.   .          !
 2008.4!                    +                 !!          .   .0  .          !
 2009.1!                    +                 !!          .   0   .          !
 2009.2!                   + *                !!          .   . 0 .          !
 2009.3!                    +                 !!          .  0.   .          !
 2009.4!                   + *                !!          .   .  0.          !
 2010.1!                    +                 !!          .   0   .          !
 2010.2!                    +                 !!          .   0   .          !
 2010.3!                    +*                !!          .   .0  .          !
 2010.4!                    *+                !!          .   0   .          !
 2011.1!                    +*                !!          .   0   .          !
 2011.2!                    + *               !!          .   . 0 .          !
 2011.3!                     +                !!          .   .0  .          !
 2011.4!                     +*               !!          .   .0  .          !
 2012.1!                     +*               !!          .   0   .          !
 2012.2!                     +*               !!          .   .0  .          !
 2012.3!                      +               !!          .   .0  .          !
 2012.4!                      +*              !!          .   . 0 .          !


     28.24 percent of the residuals exceed 1 SE
      5.29 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNZCH=NZPX$Q/CHPMM;                                                     
 GENR LAANZCH=LOG(AANZCH+.00001);                                             
 GENR LANZCH=LOG(ANZCH+.00001);                                               
 LHS AANZCH=EXP(LAANZCH)-.00001;                                              
  EQ 1904 LAANZCH C LANZCH(-1) PNZCH;                                         
EQUATION 1211  LAANZCH  
   RHS     C  LANZCH(-1)  PNZCH  
 SMPL 1975.1 2012.4;                                                          
Sample period is now  1975.1 to  2012.4 Internally:    93 to   244
 OLS;EST 1211 PLOT=0;END;                                                     

Equation number = 1211
**********************

Dependent variable = LAANZCH 

 1975.1 -   2012.4,    0 missing obs.,  152 obs. used.

Mean of dependent variable       -5.523769990

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.193952611       0.304519305  -3.92078     1.000000
14042 LANZCH  ( -1)       0.731998330       0.056468327  12.96299    -5.527762
14040 PNZCH   (  0)      -0.318336586       0.225474659  -1.41185     0.890581

SE of equation            =     0.377308355
Sum of squared residuals  =  21.2118776       0.744293516E-12
Average absolute error    =     0.277412657
Sum of ABS residuals      =  42.1667238    
R squared                 =   0.58719
Durbin-Watson statistic   =   2.22866
SMPL and No. Obs.         = 1975.1   2012.4    152

Plot of actual(*) and fitted(+) values and residuals(0)


 1975.1!         +                            !!          .   0   .          !
 1975.2!           +   *                      !!          .   .  0.          !
 1975.3!                + *                   !!          .   . 0 .          !
 1975.4!        *         +                   !!       0  .   .   .          !
 1976.1!          +     *                     !!          .   .   0          !
 1976.2!                +                  *  !!          .   .   .        0 !
 1976.3!               *              +       !!   0      .   .   .          !
 1976.4!               +    *                 !!          .   .   0          !
 1977.1!                   +                  *!          .   .   .         0!
 1977.2!                   *            +     !!     0    .   .   .          !
 1977.3!                  +         *         !!          .   .   .  0       !
 1977.4!                      * +             !!          . 0 .   .          !
 1978.1!                    +   *             !!          .   .  0.          !
 1978.2!                      +      *        !!          .   .   .0         !
 1978.3!                         +  *         !!          .   . 0 .          !
 1978.4!                         +     *      !!          .   .   0          !
 1979.1!                           +  *       !!          .   . 0 .          !
 1979.2!                       * +            !!          .  0.   .          !
 1979.3!                 *   +                !!          .0  .   .          !
 1979.4!                +                *    !!          .   .   .       0  !
 1980.1!                            +        *!!          .   .   . 0        !
 1980.2!                          *    +      !!          0   .   .          !
 1980.3!                       + *            !!          .   .0  .          !
 1980.4!                      +             * !!          .   .   .     0    !
 1981.1!                              +  *    !!          .   . 0 .          !
 1981.2!                     *      +         !!         0.   .   .          !
 1981.3!            *      +                  !!         0.   .   .          !
 1981.4!             +                   *    !!          .   .   .         0!
 1982.1!                            +*        !!          .   .0  .          !
 1982.2!                     *   +            !!          .0  .   .          !
 1982.3!                *   +                 !!          .0  .   .          !
 1982.4!                +                    *!!          .   .   .          0
 1983.1!                               +   *  !!          .   .  0.          !
 1983.2!                         *    +       !!          .0  .   .          !
 1983.3!                *      +              !!         0.   .   .          !
 1983.4!                +         *           !!          .   .   .  0       !
 1984.1!                       +       *      !!          .   .   .0         !
 1984.2!                          *+          !!          .  0.   .          !
 1984.3!                   *    +             !!          0   .   .          !
 1984.4!                  +  *                !!          .   . 0 .          !
 1985.1!                    +         *       !!          .   .   .   0      !
 1985.2!             *             +          !!    0     .   .   .          !
 1985.3!    *         +                       !!       0  .   .   .          !
 1985.4!        +         *                   !!          .   .   .  0       !
 1986.1!                  + *                 !!          .   .0  .          !
 1986.2!                   +      *           !!          .   .   .0         !
 1986.3!                        +    *        !!          .   .   0          !
 1986.4!                          +     *     !!          .   .   0          !
 1987.1!                          * +         !!          . 0 .   .          !
 1987.2!                       +*             !!          .   0   .          !
 1987.3!              *       +               !!        0 .   .   .          !
 1987.4!              +           *           !!          .   .   .   0      !
 1988.1!                       +     *        !!          .   .   0          !
 1988.2!                         +     *      !!          .   .   0          !
 1988.3!                         *+           !!          .  0.   .          !
 1988.4!                      +        *      !!          .   .   .  0       !
 1989.1!                   *       +          !!         0.   .   .          !
 1989.2!                  + *                 !!          .   .0  .          !
 1989.3!           *      +                   !!         0.   .   .          !
 1989.4!     *      +                         !!         0.   .   .          !
 1990.1!*      +                              !!         0.   .   .          !
 1990.2!    +                                 !!          .   0   .          !
 1990.3!       +                              !!          .   0   .          !
 1990.4!          +                           !!          .   0   .          !
 1991.1!        *   +                         !!          .0  .   .          !
 1991.2!         *+                           !!          .  0.   .          !
 1991.3!           +*                         !!          .   0   .          !
 1991.4!             +     *                  !!          .   .   0          !
 1992.1!          *        +                  !!        0 .   .   .          !
 1992.2!            +  *                      !!          .   . 0 .          !
 1992.3!    *           +                     !!      0   .   .   .          !
 1992.4!       +     *                        !!          .   .   0          !
 1993.1!     *        +                       !!        0 .   .   .          !
 1993.2!        +                             !!          .   0   .          !
 1993.3!     *    +                           !!          0   .   .          !
 1993.4!        + *                           !!          .   . 0 .          !
 1994.1!            +*                        !!          .   .0  .          !
 1994.2!              + *                     !!          .   . 0 .          !
 1994.3!          *     +                     !!          0   .   .          !
 1994.4!         *  +                         !!          . 0 .   .          !
 1995.1!          +    *                      !!          .   .  0.          !
 1995.2!        *      +                      !!         0.   .   .          !
 1995.3!   *      +                           !!         0.   .   .          !
 1995.4!      +  *                            !!          .   . 0 .          !
 1996.1!          +*                          !!          .   .0  .          !
 1996.2!          * +                         !!          .  0.   .          !
 1996.3!        *  +                          !!          .0  .   .          !
 1996.4!      *   +                           !!          .0  .   .          !
 1997.1!        + *                           !!          .   .0  .          !
 1997.2!           + *                        !!          .   .0  .          !
 1997.3!       *      +                       !!         0.   .   .          !
 1997.4!      *  +                            !!          . 0 .   .          !
 1998.1!       *+                             !!          .  0.   .          !
 1998.2!         *+                           !!          .  0.   .          !
 1998.3!         * +                          !!          . 0 .   .          !
 1998.4!           +                          !!          .   0   .          !
 1999.1!        *   +                         !!          .0  .   .          !
 1999.2!       *  +                           !!          . 0 .   .          !
 1999.3!        * +                           !!          .  0.   .          !
 1999.4!         *+                           !!          .  0.   .          !
 2000.1!    *      +                          !!         0.   .   .          !
 2000.2!       +                              !!          .   0   .          !
 2000.3!       *  +                           !!          . 0 .   .          !
 2000.4!      *  +                            !!          . 0 .   .          !
 2001.1!       *+                             !!          .  0.   .          !
 2001.2!         +*                           !!          .   0   .          !
 2001.3!          *+                          !!          .  0.   .          !
 2001.4!           +  *                       !!          .   . 0 .          !
 2002.1!        *     +                       !!         0.   .   .          !
 2002.2!         +  *                         !!          .   . 0 .          !
 2002.3!         *   +                        !!          .0  .   .          !
 2002.4!          + *                         !!          .   .0  .          !
 2003.1!          * +                         !!          .  0.   .          !
 2003.2!        *  +                          !!          .0  .   .          !
 2003.3!      *  +                            !!          .0  .   .          !
 2003.4!     *  +                             !!          .  0.   .          !
 2004.1!       +  *                           !!          .   . 0 .          !
 2004.2!          *+                          !!          .  0.   .          !
 2004.3!      *   +                           !!          .0  .   .          !
 2004.4!      *+                              !!          .  0.   .          !
 2005.1!     * +                              !!          . 0 .   .          !
 2005.2!      *+                              !!          .  0.   .          !
 2005.3!*      +                              !!         0.   .   .          !
 2005.4!   +*                                 !!          .   .0  .          !
 2006.1!     *+                               !!          .  0.   .          !
 2006.2!     *+                               !!          .  0.   .          !
 2006.3!*      +                              !!         0.   .   .          !
 2006.4!  *+                                  !!          .   0   .          !
 2007.1!  * +                                 !!          . 0 .   .          !
 2007.2!   *+                                 !!          .  0.   .          !
 2007.3*     +                                !!          0   .   .          !
 2007.4! +                                    !!          .   0   .          !
 2008.1! * +                                  !!          . 0 .   .          !
 2008.2!* +                                   !!          .  0.   .          !
 2008.3*  +                                   !!          . 0 .   .          !
 2008.4!  +   *                               !!          .   .  0.          !
 2009.1!        +  *                          !!          .   . 0 .          !
 2009.2!           *+                         !!          .   0   .          !
 2009.3!       *   +                          !!          .0  .   .          !
 2009.4!        +*                            !!          .   .0  .          !
 2010.1!         +*                           !!          .   .0  .          !
 2010.2!          +*                          !!          .   .0  .          !
 2010.3!      *   +                           !!          .0  .   .          !
 2010.4!      +    *                          !!          .   .  0.          !
 2011.1!          +  *                        !!          .   . 0 .          !
 2011.2!           +                          !!          .   0   .          !
 2011.3!       *  +                           !!          . 0 .   .          !
 2011.4!       +  *                           !!          .   . 0 .          !
 2012.1!         +    *                       !!          .   .  0.          !
 2012.2!            + *                       !!          .   .0  .          !
 2012.3!            +                         !!          .   0   .          !
 2012.4!           +    *                     !!          .   .   0          !


     26.32 percent of the residuals exceed 1 SE
      5.26 percent of the residuals exceed 2 SE
@@EQ 1905 LAASACH C LASACH(-1) PSACH;SMPL 1983.3 2012.4;OLS;EST 1905 PLOT=0;EN
@@EQ 1906 LAAVECH C LAVECH(-1) PVECH;SMPL 2000.3 2012.4;OLS;EST 1906 PLOT=0;EN
@EQ  1907 LAACOCH C LACOCH(-1) PCOCH;SMPL 1990.2 2012.4;OLS;EST 1907 PLOT=0;EN
@@EQ 1908 LAAJOCH C LAJOCH(-1) PJOCH;SMPL 1996.1 2012.4;OLS;EST 1908 PLOT=0;EN
@@EQ 1909 LAASYCH C LASYCH(-1) PSYCH;SMPL 2002.1 2012.4;OLS;EST 1909 PLOT=0;EN
@EQ  1910 LAAIDCH C LAIDCH(-1) PIDCH;SMPL 1978.3 2012.4;OLS;EST 1910 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMACH=MAPX$Q/CHPMM;                                                     
 GENR LAAMACH=LOG(AAMACH+.00001);                                             
 GENR LAMACH=LOG(AMACH+.00001);                                               
 LHS AAMACH=EXP(LAAMACH)-.00001;                                              
  EQ 1911 LAAMACH C LAMACH(-1) PMACH;                                         
EQUATION 1212  LAAMACH  
   RHS     C  LAMACH(-1)  PMACH  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST 1212 PLOT=0;END;                                                     

Equation number = 1212
**********************

Dependent variable = LAAMACH 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -4.320415646

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.543719459       0.163713445  -3.32117     1.000000
14045 LAMACH  ( -1)       0.792542585       0.039928432  19.84908    -4.332764
14043 PMACH   (  0)      -0.319158443       0.100417507  -3.17831     1.074062

SE of equation            =     0.282400973
Sum of squared residuals  =  14.2753054       0.565414382E-11
Average absolute error    =     0.194232318
Sum of ABS residuals      =  35.3502819    
R squared                 =   0.75312
Durbin-Watson statistic   =   2.28863
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3!    +   *                             !!           .  .  .0          !
 1967.4!          +      *                    !!           .  .  .  0        !
 1968.1!                 +    *               !!           .  .  .0          !
 1968.2!                     +    *           !!           .  .  .0          !
 1968.3!                         +  *         !!           .  . 0.           !
 1968.4!                           +    *     !!           .  .  .0          !
 1969.1!                              +     * !!           .  .  . 0         !
 1969.2!                                 +    *!           .  .  .0          !
 1969.3!                                   +* !!           .  .0 .           !
 1969.4!                                *+    !!           . 0.  .           !
 1970.1!                          *   +       !!           0  .  .           !
 1970.2!                     *   +            !!           0  .  .           !
 1970.3!                   * +                !!           . 0.  .           !
 1970.4!                    +                 !!           .  0  .           !
 1971.1!                    +*                !!           .  .0 .           !
 1971.2!                     +                !!           .  0  .           !
 1971.3!                     +                !!           . 0.  .           !
 1971.4!                   * +                !!           .0 .  .           !
 1972.1!                    +                 !!           .  0  .           !
 1972.2!                      +  *            !!           .  .  0           !
 1972.3!                         +    *       !!           .  .  .0          !
 1972.4!                           * +        !!           .0 .  .           !
 1973.1!                          +   *       !!           .  .  0           !
 1973.2!                             +        !!           .  0  .           !
 1973.3!                           + *        !!           .  .0 .           !
 1973.4!                           +*         !!           .  .0 .           !
 1974.1!                         +   *        !!           .  .  0           !
 1974.2!                      *   +           !!           0  .  .           !
 1974.3!              *      +                !!        0  .  .  .           !
 1974.4!           *  +                       !!           0  .  .           !
 1975.1!    *      +                          !!       0   .  .  .           !
 1975.2!      +            *                  !!           .  .  .       0   !
 1975.3!             *      +                 !!        0  .  .  .           !
 1975.4!               +  *                   !!           .  .  0           !
 1976.1!                 * +                  !!           .0 .  .           !
 1976.2!    *             +                   !!  0        .  .  .           !
 1976.3!        +                *            !!           .  .  .           0
 1976.4!                      * +             !!           .0 .  .           !
 1977.1!                     +     *          !!           .  .  . 0         !
 1977.2!                         +       *    !!           .  .  .    0      !
 1977.3!                        *    +        !!         0 .  .  .           !
 1977.4!                     * +              !!           . 0.  .           !
 1978.1!                    *+                !!           . 0.  .           !
 1978.2!                *   +                 !!           0  .  .           !
 1978.3!                 +                    !!           .  0  .           !
 1978.4!                 +     *              !!           .  .  . 0         !
 1979.1!                      +    *          !!           .  .  .0          !
 1979.2!              *         +             !!     0     .  .  .           !
 1979.3!              +     *                 !!           .  .  .  0        !
 1979.4!                 * +                  !!           .0 .  .           !
 1980.1!               *+                     !!           . 0.  .           !
 1980.2!               +          *           !!           .  .  .     0     !
 1980.3!                *       +             !!       0   .  .  .           !
 1980.4!              *  +                    !!           .0 .  .           !
 1981.1!         *     +                      !!         0 .  .  .           !
 1981.2*           +                          !!    0      .  .  .           !
 1981.3!   +      *                           !!           .  .  .  0        !
 1981.4!     *      +                         !!        0  .  .  .           !
 1982.1!       *+                             !!           .  0  .           !
 1982.2!         +       *                    !!           .  .  .  0        !
 1982.3!          *      +                    !!       0   .  .  .           !
 1982.4!           +*                         !!           .  0  .           !
 1983.1!             +   *                    !!           .  .  0           !
 1983.2!                  +*                  !!           .  .0 .           !
 1983.3!                *   +                 !!           0  .  .           !
 1983.4!          *     +                     !!        0  .  .  .           !
 1984.1!           +                          !!           .  .0 .           !
 1984.2!           +                          !!           .  0  .           !
 1984.3!        *   +                         !!          0.  .  .           !
 1984.4!         +                            !!           . 0.  .           !
 1985.1!    *      +                          !!        0  .  .  .           !
 1985.2!   *  +                               !!           0  .  .           !
 1985.3!    * +                               !!           .0 .  .           !
 1985.4!       +*                             !!           .  0  .           !
 1986.1!           *+                         !!           . 0.  .           !
 1986.2!             * +                      !!           .0 .  .           !
 1986.3!              *  +                    !!           .0 .  .           !
 1986.4!             *   +                    !!           0  .  .           !
 1987.1!           *    +                     !!          0.  .  .           !
 1987.2!               +*                     !!           .  .0 .           !
 1987.3!                  *+                  !!           .  0  .           !
 1987.4!                    +*                !!           .  .0 .           !
 1988.1!                    *  +              !!           .0 .  .           !
 1988.2!                     *+               !!           . 0.  .           !
 1988.3!                 *    +               !!          0.  .  .           !
 1988.4!                   *+                 !!           .  0  .           !
 1989.1!                    *+                !!           . 0.  .           !
 1989.2!                      +*              !!           .  .0 .           !
 1989.3!                       *+             !!           . 0.  .           !
 1989.4!                         +            !!           .  0  .           !
 1990.1!                          + *         !!           .  . 0.           !
 1990.2!                           * +        !!           .0 .  .           !
 1990.3!                            + *       !!           .  . 0.           !
 1990.4!                            *+        !!           . 0.  .           !
 1991.1!                         *  +         !!           0  .  .           !
 1991.2!                          + *         !!           .  .0 .           !
 1991.3!                            *+        !!           .  0  .           !
 1991.4!                     *       +        !!       0   .  .  .           !
 1992.1!                     * +              !!           . 0.  .           !
 1992.2!                       +              !!           .  0  .           !
 1992.3!                      *  +            !!           .0 .  .           !
 1992.4!                        +             !!           .  0  .           !
 1993.1!                         +            !!           .  0  .           !
 1993.2!                        * +           !!           .0 .  .           !
 1993.3!                         + *          !!           .  .0 .           !
 1993.4!                         *  +         !!           .0 .  .           !
 1994.1!                          +     *     !!           .  .  . 0         !
 1994.2!                             *  +     !!           .0 .  .           !
 1994.3!                             +*       !!           .  0  .           !
 1994.4!                          *  +        !!           0  .  .           !
 1995.1!                          + *         !!           .  . 0.           !
 1995.2!                           *+         !!           . 0.  .           !
 1995.3!                    *      +          !!        0  .  .  .           !
 1995.4!                      +               !!           .  0  .           !
 1996.1!                       +              !!           .  .0 .           !
 1996.2!                        +             !!           . 0.  .           !
 1996.3!                        +             !!           .  0  .           !
 1996.4!                         +            !!           .  0  .           !
 1997.1!                      *  +            !!           0  .  .           !
 1997.2!                      *+              !!           . 0.  .           !
 1997.3!                        +*            !!           .  .0 .           !
 1997.4!                        * +           !!           .0 .  .           !
 1998.1!                        *+            !!           . 0.  .           !
 1998.2!                      *  +            !!           0  .  .           !
 1998.3!                       +   *          !!           .  .  0           !
 1998.4!                           +          !!           .  .0 .           !
 1999.1!                           +          !!           .  0  .           !
 1999.2!                       *   +          !!           0  .  .           !
 1999.3!                        +  *          !!           .  .  0           !
 1999.4!                          *+          !!           . 0.  .           !
 2000.1!                          +           !!           . 0.  .           !
 2000.2!                         *+           !!           .  0  .           !
 2000.3!                         + *          !!           .  .0 .           !
 2000.4!                          *+          !!           . 0.  .           !
 2001.1!                          + *         !!           .  . 0.           !
 2001.2!                          *+          !!           . 0.  .           !
 2001.3!                          +*          !!           .  . 0.           !
 2001.4!                           +*         !!           .  . 0.           !
 2002.1!                           + *        !!           .  .0 .           !
 2002.2!                            +*        !!           .  .0 .           !
 2002.3!                            +*        !!           .  .0 .           !
 2002.4!                            +         !!           .  0  .           !
 2003.1!                           +*         !!           .  0  .           !
 2003.2!                           + *        !!           .  . 0.           !
 2003.3!                            +         !!           .  0  .           !
 2003.4!                            +*        !!           .  .0 .           !
 2004.1!                            +         !!           .  0  .           !
 2004.2!                            +*        !!           .  .0 .           !
 2004.3!                            +*        !!           .  .0 .           !
 2004.4!                            +         !!           .  0  .           !
 2005.1!                            +*        !!           .  .0 .           !
 2005.2!                            +         !!           .  0  .           !
 2005.3!                           +          !!           .  0  .           !
 2005.4!                           + *        !!           .  . 0.           !
 2006.1!                           *+         !!           . 0.  .           !
 2006.2!                           + *        !!           .  . 0.           !
 2006.3!                            +  *      !!           .  . 0.           !
 2006.4!                             +        !!           . 0.  .           !
 2007.1!                            + *       !!           .  . 0.           !
 2007.2!                             +        !!           .  0  .           !
 2007.3!                             + *      !!           .  . 0.           !
 2007.4!                              + *     !!           .  .0 .           !
 2008.1!                               +      !!           .  0  .           !
 2008.2!                              +   *   !!           .  .  .0          !
 2008.3!                                 +*   !!           .  .0 .           !
 2008.4!                             *  +     !!           0  .  .           !
 2009.1!                            +  *      !!           .  .  0           !
 2009.2!                              +*      !!           .  .0 .           !
 2009.3!                             +  *     !!           .  .  0           !
 2009.4!                               + *    !!           .  . 0.           !
 2010.1!                                + *   !!           .  . 0.           !
 2010.2!                                *+    !!           . 0.  .           !
 2010.3!                               +      !!           .  0  .           !
 2010.4!                              + *     !!           .  . 0.           !
 2011.1!                               +  *   !!           .  . 0.           !
 2011.2!                                +*    !!           .  .0 .           !
 2011.3!                                + *   !!           .  . 0.           !
 2011.4!                                +*    !!           .  0  .           !
 2012.1!                                +*    !!           .  .0 .           !
 2012.2!                                +*    !!           .  .0 .           !
 2012.3!                               +*     !!           .  0  .           !
 2012.4!                              + *     !!           .  .0 .           !


     21.43 percent of the residuals exceed 1 SE
      4.95 percent of the residuals exceed 2 SE
@EQ  1912 LAAPACH C LAPACH(-1) PPACH;SMPL 1972.3 2012.4;OLS;EST 1912 PLOT=0;EN
@EQ  1913 LAAPHCH C LAPHCH(-1) PPHCH;SMPL 1984.3 2012.4;OLS;EST 1913 PLOT=0;EN
@EQ  1914 LAATHCH C LATHCH(-1) PTHCH;SMPL 1976.1 2012.4;OLS;EST 1914 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PARCH=ARPX$Q/CHPMM;                                                     
 GENR LAAARCH=LOG(AAARCH+.00001);                                             
 GENR LAARCH=LOG(AARCH+.00001);                                               
 LHS AAARCH=EXP(LAAARCH)-.00001;                                              
  EQ 1915 LAAARCH C LAARCH(-1) PARCH;                                         
EQUATION 1213  LAAARCH  
   RHS     C  LAARCH(-1)  PARCH  
 SMPL 1970.3 2012.4;                                                          
Sample period is now  1970.3 to  2012.4 Internally:    75 to   244
 OLS;EST 1213 PLOT=0;END;                                                     

Equation number = 1213
**********************

Dependent variable = LAAARCH 

 1970.3 -   2012.4,    0 missing obs.,  170 obs. used.

Mean of dependent variable       -5.440691481

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.012193790       0.469092163  -4.28955     1.000000
14048 LAARCH  ( -1)       0.612871692       0.060970856  10.05188    -5.444451
14046 PARCH   (  0)      -0.086635030       0.315801534  -0.27433     1.059016

SE of equation            =     0.769192179
Sum of squared residuals  =  98.8066537       0.259703370E-11
Average absolute error    =     0.583718956
Sum of ABS residuals      =  99.2322225    
R squared                 =   0.37759
Durbin-Watson statistic   =   1.83803
SMPL and No. Obs.         = 1970.3   2012.4    170

Plot of actual(*) and fitted(+) values and residuals(0)


 1970.3!                 *  +                 !!         . 0  .    .         !
 1970.4!                  *+                  !!         .  0 .    .         !
 1971.1!                    +*                !!         .    . 0  .         !
 1971.2!                      +     *         !!         .    .    .0        !
 1971.3!                    *     +           !!        0.    .    .         !
 1971.4!                  *  +                !!         .0   .    .         !
 1972.1!                   *+                 !!         .   0.    .         !
 1972.2!            *       +                 !!      0  .    .    .         !
 1972.3!      *         +                     !!    0    .    .    .         !
 1972.4!            +     *                   !!         .    .    0         !
 1973.1!                *   +                 !!         .0   .    .         !
 1973.2!                  +       *           !!         .    .    . 0       !
 1973.3!                         +            !!         .    0    .         !
 1973.4!                      * +             !!         .  0 .    .         !
 1974.1!                       +      *       !!         .    .    . 0       !
 1974.2!                          *+          !!         .   0.    .         !
 1974.3!                         +       *    !!         .    .    .  0      !
 1974.4!                             +    *   !!         .    .    0         !
 1975.1!                              +       !!         .    0    .         !
 1975.2!            *              +          !0         .    .    .         !
 1975.3!      *         +                     !!    0    .    .    .         !
 1975.4!            *+                        !!         .    0    .         !
 1976.1!  *             +                     !!0        .    .    .         !
 1976.2*          +                           !!   0     .    .    .         !
 1976.3!        +   *                         !!         .    .   0.         !
 1976.4!                +   *                 !!         .    .  0 .         !
 1977.1!                     +         *      !!         .    .    .    0    !
 1977.2!                            +      *  !!         .    .    .  0      !
 1977.3!                               +*     !!         .    . 0  .         !
 1977.4!                       *     +        !!        0.    .    .         !
 1978.1!            *          +              !!   0     .    .    .         !
 1978.2!                +           *         !!         .    .    .     0   !
 1978.3!                          +   *       !!         .    .    0         !
 1978.4!                         *  +         !!         . 0  .    .         !
 1979.1!                        +            *!!         .    .    .       0 !
 1979.2!                               +      !!         .    0    .         !
 1979.3!                         *  +         !!         . 0  .    .         !
 1979.4!                        +             !!         .    0    .         !
 1980.1!                        +         *   !!         .    .    .    0    !
 1980.2!                            * +       !!         .  0 .    .         !
 1980.3!                      *   +           !!         .0   .    .         !
 1980.4!                      +      *        !!         .    .    .0        !
 1981.1!                        * +           !!         .  0 .    .         !
 1981.2!                       *+             !!         .   0.    .         !
 1981.3!                       +*             !!         .    . 0  .         !
 1981.4!                        + *           !!         .    . 0  .         !
 1982.1!                         +  *         !!         .    .  0 .         !
 1982.2!                          + *         !!         .    . 0  .         !
 1982.3!                          +           !!         .    0    .         !
 1982.4!                         + *          !!         .    .  0 .         !
 1983.1!                         +        *   !!         .    .    .  0      !
 1983.2!                              +       *!         .    .    .  0      !
 1983.3!                                +  *  !!         .    .  0 .         !
 1983.4!                          *   +       !!         .0   .    .         !
 1984.1!                        *+            !!         .   0.    .         !
 1984.2!                       +*             !!         .    0    .         !
 1984.3!                 *     +              !!        0.    .    .         !
 1984.4!                 * +                  !!         . 0  .    .         !
 1985.1!                   +        *         !!         .    .    .   0     !
 1985.2!                          +           !!         .    0    .         !
 1985.3!                         +*           !!         .    .0   .         !
 1985.4!                         +            !!         .    .0   .         !
 1986.1!                        +  *          !!         .    . 0  .         !
 1986.2!                         +            !!         .    0    .         !
 1986.3!                        +  *          !!         .    .  0 .         !
 1986.4!                         +*           !!         .    0    .         !
 1987.1!                         +  *         !!         .    .  0 .         !
 1987.2!                          +*          !!         .    .0   .         !
 1987.3!                        *+            !!         .   0.    .         !
 1987.4!                        + *           !!         .    . 0  .         !
 1988.1!                         +            !!         .    0    .         !
 1988.2!                        + *           !!         .    . 0  .         !
 1988.3!                         +*           !!         .    .0   .         !
 1988.4!                         +  *         !!         .    .  0 .         !
 1989.1!                          + *         !!         .    . 0  .         !
 1989.2!                          +   *       !!         .    .   0.         !
 1989.3!                       *   +          !!         .0   .    .         !
 1989.4!                       +  *           !!         .    . 0  .         !
 1990.1!                         +*           !!         .    .0   .         !
 1990.2!                         +*           !!         .    . 0  .         !
 1990.3!                    *    +            !!         0    .    .         !
 1990.4!                     +  *             !!         .    . 0  .         !
 1991.1!                    *  +              !!         . 0  .    .         !
 1991.2!                     + *              !!         .    .0   .         !
 1991.3!                       + *            !!         .    . 0  .         !
 1991.4!                       *+             !!         .   0.    .         !
 1992.1!                 *     +              !!        0.    .    .         !
 1992.2!                 * +                  !!         .  0 .    .         !
 1992.3!                  * +                 !!         .   0.    .         !
 1992.4!                 *  +                 !!         . 0  .    .         !
 1993.1!              *    +                  !!         0    .    .         !
 1993.2!                *+                    !!         .   0.    .         !
 1993.3!              *    +                  !!         0    .    .         !
 1993.4!                  +  *                !!         .    .  0 .         !
 1994.1!              *       +               !!       0 .    .    .         !
 1994.2!                  +*                  !!         .    . 0  .         !
 1994.3!                *    +                !!         .0   .    .         !
 1994.4!                   + *                !!         .    . 0  .         !
 1995.1!                  *   +               !!         .0   .    .         !
 1995.2!                    +                 !!         .    .0   .         !
 1995.3!                  *  +                !!         . 0  .    .         !
 1995.4!                  * +                 !!         .  0 .    .         !
 1996.1!                    +                 !!         .    0    .         !
 1996.2!                     +*               !!         .    .0   .         !
 1996.3!                      +*              !!         .    0    .         !
 1996.4!                       +*             !!         .    .0   .         !
 1997.1!                    *   +             !!         .0   .    .         !
 1997.2!                     +*               !!         .    .0   .         !
 1997.3!                      +     *         !!         .    .    .0        !
 1997.4!                      *   +           !!         .0   .    .         !
 1998.1!              *       +               !!     0   .    .    .         !
 1998.2!                 +       *            !!         .    .    .  0      !
 1998.3!                        +*            !!         .    .0   .         !
 1998.4!                       *+             !!         .   0.    .         !
 1999.1!                  *    +              !!         0    .    .         !
 1999.2!                    +    *            !!         .    .    0         !
 1999.3!                       *+             !!         .  0 .    .         !
 1999.4!                    *  +              !!         . 0  .    .         !
 2000.1!                 *   +                !!         .0   .    .         !
 2000.2!                    +*                !!         .    . 0  .         !
 2000.3!                      +    *          !!         .    .    0         !
 2000.4!                   *     +            !!       0 .    .    .         !
 2001.1!              *     +                 !!       0 .    .    .         !
 2001.2!                 +   *                !!         .    .   0.         !
 2001.3!                      +      *        !!         .    .    . 0       !
 2001.4!                        *  +          !!         . 0  .    .         !
 2002.1!                *      +              !!       0 .    .    .         !
 2002.2!                 * +                  !!         .  0 .    .         !
 2002.3!                   +       *          !!         .    .    . 0       !
 2002.4!                        *+            !!         .   0.    .         !
 2003.1!                    *  +              !!         . 0  .    .         !
 2003.2!                     +   *            !!         .    .   0.         !
 2003.3!                        +     *       !!         .    .    .0        !
 2003.4!                        *  +          !!         .0   .    .         !
 2004.1!                      *+              !!         .   0.    .         !
 2004.2!                      +*              !!         .    .0   .         !
 2004.3!                       +   *          !!         .    .   0.         !
 2004.4!                         +            !!         .   0.    .         !
 2005.1!                     *  +             !!         . 0  .    .         !
 2005.2!                      +  *            !!         .    .  0 .         !
 2005.3!                        +   *         !!         .    .   0.         !
 2005.4!                        * +           !!         .  0 .    .         !
 2006.1!                       +              !!         .   0.    .         !
 2006.2!                       +*             !!         .    .0   .         !
 2006.3!                       +*             !!         .    .0   .         !
 2006.4!                        +*            !!         .    .0   .         !
 2007.1!                     *  +             !!         . 0  .    .         !
 2007.2!                      + *             !!         .    . 0  .         !
 2007.3!                       +  *           !!         .    .  0 .         !
 2007.4!                         + *          !!         .    . 0  .         !
 2008.1!                       * +            !!         .  0 .    .         !
 2008.2!                     *+               !!         .   0.    .         !
 2008.3!                     +   *            !!         .    .  0 .         !
 2008.4!                       +*             !!         .    0    .         !
 2009.1!                     * +              !!         .  0 .    .         !
 2009.2!                     +*               !!         .    0    .         !
 2009.3!                     *+               !!         .   0.    .         !
 2009.4!                  *   +               !!         . 0  .    .         !
 2010.1!               *    +                 !!         0    .    .         !
 2010.2!                  +   *               !!         .    .   0.         !
 2010.3!                      +   *           !!         .    .   0.         !
 2010.4!                       * +            !!         .   0.    .         !
 2011.1!               *       +              !!      0  .    .    .         !
 2011.2!                 *+                   !!         .   0.    .         !
 2011.3!                   +     *            !!         .    .    .0        !
 2011.4!                        +*            !!         .    .0   .         !
 2012.1!                  *     +             !!        0.    .    .         !
 2012.2!                   *+                 !!         .   0.    .         !
 2012.3!                    +    *            !!         .    .    0         !
 2012.4!                      * +             !!         .   0.    .         !


     26.47 percent of the residuals exceed 1 SE
      5.88 percent of the residuals exceed 2 SE
@EQ  1916 LAABRCH C LABRCH(-1) PBRCH;SMPL 1981.3 2012.4;OLS;EST 1916 PLOT=0;EN
@EQ  1917 LAACECH C LACECH(-1) PCECH;SMPL 1990.3 2012.4;OLS;EST 1917 PLOT=0;EN
@@EQ 1918 LAAMECH C LAMECH(-1) PMECH;SMPL 1994.1 2012.4;OLS;EST 1918 PLOT=0;EN
@EQ  1919 LAAPECH C LAPECH(-1) PPECH;SMPL 1983.3 2012.4;OLS;EST 1919 PLOT=0;EN
@@EQ 1920 LAATUCH C LATUCH(-1) PTUCH;SMPL 1992.4 2012.4;OLS;EST 1920 PLOT=0;EN
@EQ  1921 LAAPDCH C LAPDCH(-1) PPDCH;SMPL 1981.3 2012.4;OLS;EST 1921 PLOT=0;EN
@@EQ 1922 LAARUCH C LARUCH(-1) PRUCH;SMPL 1992.3 2012.4;OLS;EST 1922 PLOT=0;EN
@@EQ 1923 LAAUECH C LAUECH(-1) PUECH;SMPL 1992.3 2012.4;OLS;EST 1923 PLOT=0;EN
@@EQ 1924 LAAEGCH C LAEGCH(-1) PEGCH;SMPL 1993.2 2012.4;OLS;EST 1924 PLOT=0;EN
@@EQ 1925 LAAISCH C LAISCH(-1) PISCH;SMPL 1992.3 2012.4;OLS;EST 1925 PLOT=0;EN
@@EQ 1926 LAAKECH C LAKECH(-1) PKECH;SMPL 1992.2 2012.4;OLS;EST 1926 PLOT=0;EN
@EQ  1927 LAABACH C LABACH(-1) PBACH;SMPL 1976.3 2012.4;OLS;EST 1927 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKCH=HKPX$/CHPMM;                                                      
 GENR LAAHKCH=LOG(AAHKCH+.00001);                                             
 GENR LAHKCH=LOG(AHKCH+.00001);                                               
 LHS AAHKCH=EXP(LAAHKCH)-.00001;                                              
  EQ 1928 LAAHKCH C LAHKCH(-1) PHKCH;                                         
EQUATION 1214  LAAHKCH  
   RHS     C  LAHKCH(-1)  PHKCH  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1214 PLOT=0;END;                                                     

Equation number = 1214
**********************

Dependent variable = LAAHKCH 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.581781814

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.182400931       0.058217900   3.13307     1.000000
14051 LAHKCH  ( -1)       0.949525079       0.013601300  69.81135    -2.600176
14049 PHKCH   (  0)      -0.216822786       0.061786990  -3.50920     1.361714

SE of equation            =     0.179830253
Sum of squared residuals  =  5.98270016       0.260902411E-12
Average absolute error    =     0.121572863
Sum of ABS residuals      =  22.8556982    
R squared                 =   0.99095
Durbin-Watson statistic   =   2.14400
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!      +*                              !!           .  .0 .           !
 1966.2!       +                              !!           .  0  .           !
 1966.3!     * +                              !!          0.  .  .           !
 1966.4!   * +                                !!          0.  .  .           !
 1967.1!  *+                                  !!           .0 .  .           !
 1967.2! *+                                   !!           .0 .  .           !
 1967.3! +                                    !!           .0 .  .           !
 1967.4! +*                                   !!           .  .  0           !
 1968.1!  +*                                  !!           .  .0 .           !
 1968.2!  +                                   !!           .  0  .           !
 1968.3!* +                                   !!          0.  .  .           !
 1968.4!+                                     !!           .0 .  .           !
 1969.1*+                                     !!           .0 .  .           !
 1969.2+*                                     !!           .  . 0.           !
 1969.3!+                                     !!           . 0.  .           !
 1969.4!+                                     !!           .  .0 .           !
 1970.1!+ *                                   !!           .  .  .0          !
 1970.2!  +*                                  !!           .  .0 .           !
 1970.3!   +*                                 !!           .  . 0.           !
 1970.4!   *+                                 !!           .  0  .           !
 1971.1!   +                                  !!           . 0.  .           !
 1971.2!   +                                  !!           . 0.  .           !
 1971.3!  *+                                  !!           . 0.  .           !
 1971.4!  +                                   !!           .  .0 .           !
 1972.1!   + *                                !!           .  .  .0          !
 1972.2!     +*                               !!           .  .  0           !
 1972.3!     + *                              !!           .  .  0           !
 1972.4!    *  +                              !!         0 .  .  .           !
 1973.1!    + *                               !!           .  .  0           !
 1973.2!     +  *                             !!           .  .  .   0       !
 1973.3!       *+                             !!           .0 .  .           !
 1973.4!      +*                              !!           .  .  0           !
 1974.1!     * +                              !!          0.  .  .           !
 1974.2!     + *                              !!           .  .  . 0         !
 1974.3!     * +                              !!           0  .  .           !
 1974.4!  *  +                                !!        0  .  .  .           !
 1975.1!    +    *                            !!           .  .  .        0  !
 1975.2!   *      +                           !0           .  .  .           !
 1975.3!   * +                                !!           0  .  .           !
 1975.4!   *+                                 !!           0  .  .           !
 1976.1!  * +                                 !!          0.  .  .           !
 1976.2!   *+                                 !!           . 0.  .           !
 1976.3!    +  *                              !!           .  .  .  0        !
 1976.4!        +*                            !!           .  .  .0          !
 1977.1!       *  +                           !!       0   .  .  .           !
 1977.2!        +                             !!           .  .0 .           !
 1977.3!     *   +                            !!     0     .  .  .           !
 1977.4!      +                               !!           .  0  .           !
 1978.1!       +                              !!           . 0.  .           !
 1978.2!        +                             !!           . 0.  .           !
 1978.3!      *  +                            !!        0  .  .  .           !
 1978.4!     * +                              !!          0.  .  .           !
 1979.1!       +    *                         !!           .  .  .         0 !
 1979.2!             +   *                    !!           .  .  .   0       !
 1979.3!                 +*                   !!           .  . 0.           !
 1979.4!                   +                  !!           .  .0 .           !
 1980.1!                    + *               !!           .  .  .  0        !
 1980.2!                       +*             !!           .  .  0           !
 1980.3!                        +             !!           . 0.  .           !
 1980.4!                        +             !!           . 0.  .           !
 1981.1!                        + *           !!           .  .  .0          !
 1981.2!                          +*          !!           .  . 0.           !
 1981.3!                           +*         !!           .  .0 .           !
 1981.4!                            +         !!           . 0.  .           !
 1982.1!                            +         !!           .  .0 .           !
 1982.2!                            +         !!           . 0.  .           !
 1982.3!                            +         !!           .  0  .           !
 1982.4!                           *+         !!           .0 .  .           !
 1983.1!                           +*         !!           .  .0 .           !
 1983.2!                            +*        !!           .  . 0.           !
 1983.3!                             +*       !!           .  .0 .           !
 1983.4!                             *+       !!           .0 .  .           !
 1984.1!                             + *      !!           .  .  .0          !
 1984.2!                               +*     !!           .  .0 .           !
 1984.3!                                +     !!           . 0.  .           !
 1984.4!                               *+     !!           . 0.  .           !
 1985.1!                               + *    !!           .  .  0           !
 1985.2!                                +     !!           . 0.  .           !
 1985.3!                              * +     !!           0  .  .           !
 1985.4!                              +       !!           . 0.  .           !
 1986.1!                              +*      !!           .  . 0.           !
 1986.2!                               +*     !!           .  . 0.           !
 1986.3!                                +     !!           .  0  .           !
 1986.4!                                +*    !!           .  .0 .           !
 1987.1!                                 +*   !!           .  .  0           !
 1987.2!                                  +*  !!           .  . 0.           !
 1987.3!                                   +  !!           .  0  .           !
 1987.4!                                  *+  !!           .0 .  .           !
 1988.1!                                  +*  !!           .  .  0           !
 1988.2!                                   +* !!           .  .0 .           !
 1988.3!                                    + !!           .  0  .           !
 1988.4!                                   *+ !!           . 0.  .           !
 1989.1!                                   +* !!           .  . 0.           !
 1989.2!                                    + !!           .  .0 .           !
 1989.3!                                    + !!           . 0.  .           !
 1989.4!                                    + !!           .  0  .           !
 1990.1!                                    +*!!           .  .  0           !
 1990.2!                                     +!!           .  0  .           !
 1990.3!                                     +!!           .  .0 .           !
 1990.4!                                     +!!           .  0  .           !
 1991.1!                                     +*!           .  . 0.           !
 1991.2!                                      +!           .  0  .           !
 1991.3!                                     *+!           .  0  .           !
 1991.4!                                     +!!           . 0.  .           !
 1992.1!                                     +*!           .  . 0.           !
 1992.2!                                     +*!           .  .0 .           !
 1992.3!                                     *+!           . 0.  .           !
 1992.4!                                    *+!!           .0 .  .           !
 1993.1!                                    +*!!           .  . 0.           !
 1993.2!                                     +!!           . 0.  .           !
 1993.3!                                     +!!           .  0  .           !
 1993.4!                                    + !!           . 0.  .           !
 1994.1!                                    +*!!           .  .  0           !
 1994.2!                                     +!!           . 0.  .           !
 1994.3!                                     +!!           .  0  .           !
 1994.4!                                    *+!!           . 0.  .           !
 1995.1!                                    +*!!           .  . 0.           !
 1995.2!                                     +!!           .  0  .           !
 1995.3!                                     +!!           . 0.  .           !
 1995.4!                                    *+!!           .0 .  .           !
 1996.1!                                    +*!!           .  .  0           !
 1996.2!                                     +!!           .  0  .           !
 1996.3!                                     +!!           .  0  .           !
 1996.4!                                    *+!!           .0 .  .           !
 1997.1!                                    +*!!           .  .  0           !
 1997.2!                                     +!!           .  0  .           !
 1997.3!                                     +!!           . 0.  .           !
 1997.4!                                    + !!           .0 .  .           !
 1998.1!                                   + *!!           .  . 0.           !
 1998.2!                                    + !!           .  0  .           !
 1998.3!                                    + !!           . 0.  .           !
 1998.4!                                   *+ !!           . 0.  .           !
 1999.1!                                   +* !!           .  . 0.           !
 1999.2!                                    + !!           .  0  .           !
 1999.3!                                    + !!           .  0  .           !
 1999.4!                                    + !!           .  0  .           !
 2000.1!                                    + !!           .  .0 .           !
 2000.2!                                    + !!           . 0.  .           !
 2000.3!                                   *+ !!           . 0.  .           !
 2000.4!                                   +  !!           . 0.  .           !
 2001.1!                                   +  !!           .  . 0.           !
 2001.2!                                   +  !!           . 0.  .           !
 2001.3!                                   +  !!           .  0  .           !
 2001.4!                                  *+  !!           . 0.  .           !
 2002.1!                                  +*  !!           .  .  0           !
 2002.2!                                   +  !!           . 0.  .           !
 2002.3!                                  +   !!           . 0.  .           !
 2002.4!                                  +   !!           .  0  .           !
 2003.1!                                  +*  !!           .  . 0.           !
 2003.2!                                  *+  !!           . 0.  .           !
 2003.3!                                  +   !!           . 0.  .           !
 2003.4!                                 *+   !!           . 0.  .           !
 2004.1!                                  +   !!           .  .0 .           !
 2004.2!                                  +   !!           .  0  .           !
 2004.3!                                  +   !!           .  0  .           !
 2004.4!                                  +   !!           . 0.  .           !
 2005.1!                                  +   !!           .  .0 .           !
 2005.2!                                  +   !!           . 0.  .           !
 2005.3!                                  +   !!           . 0.  .           !
 2005.4!                                 *+   !!           . 0.  .           !
 2006.1!                                 +*   !!           .  . 0.           !
 2006.2!                                  +   !!           . 0.  .           !
 2006.3!                                 *+   !!           . 0.  .           !
 2006.4!                                 *+   !!           . 0.  .           !
 2007.1!                                 +*   !!           .  .0 .           !
 2007.2!                                  +   !!           . 0.  .           !
 2007.3!                                 *+   !!           . 0.  .           !
 2007.4!                                 +    !!           .0 .  .           !
 2008.1!                                 +    !!           .  .0 .           !
 2008.2!                                 *+   !!           . 0.  .           !
 2008.3!                                 *+   !!           .0 .  .           !
 2008.4!                                 +    !!           .  0  .           !
 2009.1!                                 +    !!           .  0  .           !
 2009.2!                                 +    !!           .  0  .           !
 2009.3!                                *+    !!           .0 .  .           !
 2009.4!                               *+     !!           .0 .  .           !
 2010.1!                                +*    !!           .  . 0.           !
 2010.2!                                 +    !!           .  0  .           !
 2010.3!                                *+    !!           .0 .  .           !
 2010.4!                               *+     !!          0.  .  .           !
 2011.1!                               + *    !!           .  .  0           !
 2011.2!                                *+    !!           .0 .  .           !
 2011.3!                               *+     !!           0  .  .           !
 2011.4!                              *+      !!           .0 .  .           !
 2012.1!                               +*     !!           .  .  0           !
 2012.2!                               *+     !!           . 0.  .           !
 2012.3!                                +     !!           .  0  .           !
 2012.4!                               *+     !!           .0 .  .           !


     18.09 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSICH=SIPX$/CHPMM;                                                      
 GENR LAASICH=LOG(AASICH+.00001);                                             
 GENR LASICH=LOG(ASICH+.00001);                                               
 LHS AASICH=EXP(LAASICH)-.00001;                                              
  EQ 1929 LAASICH C LASICH(-1) PSICH;                                         
EQUATION 1215  LAASICH  
   RHS     C  LASICH(-1)  PSICH  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST 1215 PLOT=0;END;                                                     

Equation number = 1215
**********************

Dependent variable = LAASICH 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -4.198033189

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.240213594       0.130495599  -1.84078     1.000000
14054 LASICH  ( -1)       0.828170822       0.042998804  19.26032    -4.205099
14052 PSICH   (  0)      -0.355551268       0.120498720  -2.95066     1.336740

SE of equation            =     0.278076839
Sum of squared residuals  =  13.5321775       0.750999263E-11
Average absolute error    =     0.177564302
Sum of ABS residuals      =  31.6064458    
R squared                 =   0.84634
Durbin-Watson statistic   =   2.04536
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3!                    +   *             !!           .  .  .0          !
 1968.4!                       +    *         !!           .  .  . 0         !
 1969.1!                          +     *     !!           .  .  .  0        !
 1969.2!                             +     *  !!           .  .  .  0        !
 1969.3!                               + *    !!           .  .0 .           !
 1969.4!                             *+       !!           . 0.  .           !
 1970.1!                        *  +          !!           .0 .  .           !
 1970.2!                    *  +              !!           0  .  .           !
 1970.3!                 *  +                 !!           .0 .  .           !
 1970.4!               * +                    !!           .0 .  .           !
 1971.1!               +                      !!           .  .0 .           !
 1971.2!                +                     !!           .  0  .           !
 1971.3!                +                     !!           . 0.  .           !
 1971.4!               *+                     !!           . 0.  .           !
 1972.1!                +*                    !!           .  .0 .           !
 1972.2!                  +                   !!           .  0  .           !
 1972.3!                   +*                 !!           .  .0 .           !
 1972.4!              *     +                 !!         0 .  .  .           !
 1973.1!               +    *                 !!           .  .  .0          !
 1973.2!                     +  *             !!           .  .  0           !
 1973.3!                     *  +             !!           0  .  .           !
 1973.4!                  *  +                !!           0  .  .           !
 1974.1!                   +     *            !!           .  .  .  0        !
 1974.2!                   *     +            !!        0  .  .  .           !
 1974.3!     *              +                 !!0          .  .  .           !
 1974.4*        +                             !!     0     .  .  .           !
 1975.1!   +*                                 !!           .  .0 .           !
 1975.2!       +     *                        !!           .  .  .  0        !
 1975.3!              +                       !!           .  0  .           !
 1975.4!               +                      !!           .  0  .           !
 1976.1!             *  +                     !!           0  .  .           !
 1976.2!       *      +                       !!        0  .  .  .           !
 1976.3!         *+                           !!           . 0.  .           !
 1976.4!           +               *          !!           .  .  .           0
 1977.1!               *          +           !!    0      .  .  .           !
 1977.2!                + *                   !!           .  . 0.           !
 1977.3!                   +   *              !!           .  .  .0          !
 1977.4!            *          +              !!    0      .  .  .           !
 1978.1!            *+                        !!           . 0.  .           !
 1978.2!              +                       !!           .  0  .           !
 1978.3!           *    +                     !!         0 .  .  .           !
 1978.4!             +                        !!           .  0  .           !
 1979.1!              +      *                !!           .  .  .   0       !
 1979.2!                      +*              !!           .  .0 .           !
 1979.3!                *      +              !!        0  .  .  .           !
 1979.4!                 +*                   !!           .  .0 .           !
 1980.1!                  +        *          !!           .  .  .     0     !
 1980.2!                       *  +           !!           .0 .  .           !
 1980.3!                  *   +               !!          0.  .  .           !
 1980.4!                  +*                  !!           .  . 0.           !
 1981.1!              *    +                  !!          0.  .  .           !
 1981.2!               + *                    !!           .  . 0.           !
 1981.3!              *  +                    !!           0  .  .           !
 1981.4!              +*                      !!           .  .0 .           !
 1982.1!             * +                      !!           .0 .  .           !
 1982.2!             +        *               !!           .  .  .    0      !
 1982.3!                     +*               !!           .  .0 .           !
 1982.4!                     +                !!           .  0  .           !
 1983.1!                  * +                 !!           .0 .  .           !
 1983.2!                 +  *                 !!           .  . 0.           !
 1983.3!                 * +                  !!           .0 .  .           !
 1983.4!                *+                    !!           . 0.  .           !
 1984.1!                +*                    !!           .  0  .           !
 1984.2!                 +                    !!           .  .0 .           !
 1984.3!                * +                   !!           .0 .  .           !
 1984.4!               *+                     !!           . 0.  .           !
 1985.1!                +*                    !!           .  .0 .           !
 1985.2!            *    +                    !!         0 .  .  .           !
 1985.3!             *+                       !!           . 0.  .           !
 1985.4!              +  *                    !!           .  . 0.           !
 1986.1!                  +      *            !!           .  .  .   0       !
 1986.2!                        *+            !!           .0 .  .           !
 1986.3!                        *+            !!           . 0.  .           !
 1986.4!                         +            !!           .  0  .           !
 1987.1!                         +            !!           . 0.  .           !
 1987.2!                         + *          !!           .  . 0.           !
 1987.3!                           +*         !!           .  0  .           !
 1987.4!                          * +         !!           . 0.  .           !
 1988.1!                           + *        !!           .  . 0.           !
 1988.2!                            *+        !!           . 0.  .           !
 1988.3!                            +*        !!           .  .0 .           !
 1988.4!                             +*       !!           .  .0 .           !
 1989.1!                             *+       !!           . 0.  .           !
 1989.2!                             + *      !!           .  . 0.           !
 1989.3!                             *+       !!           . 0.  .           !
 1989.4!                             +        !!           . 0.  .           !
 1990.1!                          *  +        !!           0  .  .           !
 1990.2!                         * +          !!           . 0.  .           !
 1990.3!                        *+            !!           .0 .  .           !
 1990.4!                        +             !!           .  .0 .           !
 1991.1!                       * +            !!           .0 .  .           !
 1991.2!                        +*            !!           .  . 0.           !
 1991.3!                       *  +           !!           0  .  .           !
 1991.4!                     *  +             !!           .0 .  .           !
 1992.1!                      +*              !!           .  .0 .           !
 1992.2!                     *  +             !!           0  .  .           !
 1992.3!                      +               !!           .  0  .           !
 1992.4!                       *+             !!           .  0  .           !
 1993.1!                        + *           !!           .  .0 .           !
 1993.2!                         *+           !!           . 0.  .           !
 1993.3!                         *+           !!           . 0.  .           !
 1993.4!                          + *         !!           .  . 0.           !
 1994.1!                          * +         !!           .0 .  .           !
 1994.2!                           +          !!           .  0  .           !
 1994.3!                      *     +         !!         0 .  .  .           !
 1994.4!                        +  *          !!           .  .  0           !
 1995.1!                        *   +         !!           0  .  .           !
 1995.2!                         + *          !!           .  . 0.           !
 1995.3!                            +*        !!           .  .0 .           !
 1995.4!                           * +        !!           .0 .  .           !
 1996.1!                           + *        !!           .  . 0.           !
 1996.2!                            *+        !!           . 0.  .           !
 1996.3!                           *+         !!           . 0.  .           !
 1996.4!                            +*        !!           .  . 0.           !
 1997.1!                             + *      !!           .  . 0.           !
 1997.2!                              *+      !!           . 0.  .           !
 1997.3!                             *+       !!           . 0.  .           !
 1997.4!                              +       !!           .  0  .           !
 1998.1!                              +  *    !!           .  .  0           !
 1998.2!                              *  +    !!           .0 .  .           !
 1998.3!                               +      !!           .  .0 .           !
 1998.4!                               +      !!           .  0  .           !
 1999.1!                                +*    !!           .  .0 .           !
 1999.2!                               *+     !!           .0 .  .           !
 1999.3!                             * +      !!           . 0.  .           !
 1999.4!                              +*      !!           .  .0 .           !
 2000.1!                               +      !!           .  0  .           !
 2000.2!                               +      !!           .  .0 .           !
 2000.3!                               +*     !!           .  0  .           !
 2000.4!                               +*     !!           .  0  .           !
 2001.1!                               +*     !!           .  .0 .           !
 2001.2!                               *+     !!           . 0.  .           !
 2001.3!                             *+       !!           . 0.  .           !
 2001.4!                              +*      !!           .  .0 .           !
 2002.1!                               +*     !!           .  .0 .           !
 2002.2!                                +     !!           .  0  .           !
 2002.3!                              * +     !!           .0 .  .           !
 2002.4!                              + *     !!           .  . 0.           !
 2003.1!                                +     !!           .  0  .           !
 2003.2!                                +*    !!           .  0  .           !
 2003.3!                                 +    !!           .  0  .           !
 2003.4!                                 + *  !!           .  . 0.           !
 2004.1!                                   +  !!           .  0  .           !
 2004.2!                                   +  !!           .  .0 .           !
 2004.3!                                   +* !!           .  .0 .           !
 2004.4!                                   + *!!           .  . 0.           !
 2005.1!                                    +*!!           .  0  .           !
 2005.2!                                    + !!           .  0  .           !
 2005.3!                                    + !!           .  .0 .           !
 2005.4!                                    +*!!           .  . 0.           !
 2006.1!                                    + *!           .  .0 .           !
 2006.2!                                     +*!           .  .0 .           !
 2006.3!                                     +!!           .  0  .           !
 2006.4!                                    + *!           .  . 0.           !
 2007.1!                                     +*!           .  .0 .           !
 2007.2!                                     +!!           .  0  .           !
 2007.3!                                    + !!           .  0  .           !
 2007.4!                                   +* !!           .  .0 .           !
 2008.1!                                   +* !!           .  .0 .           !
 2008.2!                                   + *!!           .  .0 .           !
 2008.3!                                    + !!           .  0  .           !
 2008.4!                                   +* !!           .  0  .           !
 2009.1!                                   +* !!           .  .0 .           !
 2009.2!                                   *+ !!           . 0.  .           !
 2009.3!                                  *+  !!           . 0.  .           !
 2009.4!                                  + * !!           .  . 0.           !
 2010.1!                                   +* !!           .  .0 .           !
 2010.2!                                    + !!           .  0  .           !
 2010.3!                                   +  !!           . 0.  .           !
 2010.4!                                  + * !!           .  . 0.           !
 2011.1!                                   +  !!           .  0  .           !
 2011.2!                                   +* !!           .  .0 .           !
 2011.3!                                   +  !!           .  0  .           !
 2011.4!                                  + * !!           .  .0 .           !
 2012.1!                                   +  !!           .  0  .           !
 2012.2!                                   +  !!           .  .0 .           !
 2012.3!                                   +  !!           .  0  .           !
 2012.4!                                  +  *!!           .  . 0.           !


     17.42 percent of the residuals exceed 1 SE
      5.06 percent of the residuals exceed 2 SE
@@EQ 1930 LAAVICH C LAVICH(-1) PVICH;SMPL 1991.2 2012.4;OLS;EST 1930 PLOT=0;EN
@@EQ 1931 LAANICH C LANICH(-1) PNICH;SMPL 1993.4 2012.4;OLS;EST 1931 PLOT=0;EN
@@EQ 1932 LAAALCH C LAALCH(-1) PALCH;SMPL 2002.3 2012.4;OLS;EST 1932 PLOT=0;EN
@@EQ 1933 LAAIACH C LAIACH(-1) PIACH;SMPL 1981.4 2012.4;OLS;EST 1933 PLOT=0;EN
@@EQ 1934 LAAINCH C LAINCH(-1) PINCH;SMPL 1988.3 2012.4;OLS;EST 1934 PLOT=0;EN
@@EQ 1935 LAAIQCH C LAIQCH(-1) PIQCH;SMPL 2002.1 2012.4;OLS;EST 1935 PLOT=0;EN
@@EQ 1936 LAAKUCH C LAKUCH(-1) PKUCH;SMPL 1991.4 2012.4;OLS;EST 1936 PLOT=0;EN
@@EQ 1937 LAALICH C LALICH(-1) PLICH;SMPL 2003.2 2012.4;OLS;EST 1937 PLOT=0;EN
@@EQ 1938 LAAUACH C LAUACH(-1) PUACH;SMPL 1987.3 2012.4;OLS;EST 1938 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSAR=USPX$/ARPMM;                                                      
 GENR LAAUSAR=LOG(AAUSAR+.00001);                                             
 GENR LAUSAR=LOG(AUSAR+.00001);                                               
 LHS AAUSAR=EXP(LAAUSAR)-.00001;                                              
  EQ 1939 LAAUSAR C LAUSAR(-1) PUSAR;                                         
EQUATION 1216  LAAUSAR  
   RHS     C  LAUSAR(-1)  PUSAR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1216 PLOT=0;END;                                                     

Equation number = 1216
**********************

Dependent variable = LAAUSAR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -1.657378930

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.343758901       0.091452367  -3.75888     1.000000
14057 LAUSAR  ( -1)       0.757813106       0.048008465  15.78499    -1.657039
14055 PUSAR   (  0)      -0.049968139       0.052205840  -0.95714     1.158614

SE of equation            =     0.104871182
Sum of squared residuals  =  2.03462349       0.548627810E-11
Average absolute error    =     0.080546553
Sum of ABS residuals      =  15.1427519    
R squared                 =   0.58743
Durbin-Watson statistic   =   2.24766
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!       *  +                           !!        . 0   .     .        !
 1966.2*       +                              !!    0   .     .     .        !
 1966.3! +                                    !!        .     0     .        !
 1966.4!   +         *                        !!        .     .     .     0  !
 1967.1!            +*                        !!        .     . 0   .        !
 1967.2!       *     +                        !!       0.     .     .        !
 1967.3!      * +                             !!        .   0 .     .        !
 1967.4!   *   +                              !!        .0    .     .        !
 1968.1!     + *                              !!        .     .   0 .        !
 1968.2!        +  *                          !!        .     .  0  .        !
 1968.3!           +  *                       !!        .     .   0 .        !
 1968.4!            *+                        !!        .   0 .     .        !
 1969.1!        *  +                          !!        .0    .     .        !
 1969.2!        +    *                        !!        .     .    0.        !
 1969.3!            +                         !!        .     0     .        !
 1969.4!          * +                         !!        .  0  .     .        !
 1970.1!          +      *                    !!        .     .     .  0     !
 1970.2!              * +                     !!        .   0 .     .        !
 1970.3!             +    *                   !!        .     .     0        !
 1970.4!             *  +                     !!        . 0   .     .        !
 1971.1!            +                         !!        .     0     .        !
 1971.2!            +                         !!        .     0     .        !
 1971.3!           *+                         !!        .    0.     .        !
 1971.4! *          +                         !!  0     .     .     .        !
 1972.1!    +           *                     !!        .     .     .       0!
 1972.2!        *      +                      !!      0 .     .     .        !
 1972.3!         +     *                      !!        .     .     . 0      !
 1972.4!              +*                      !!        .     0     .        !
 1973.1!      *       +                       !!    0   .     .     .        !
 1973.2!        +       *                     !!        .     .     .   0    !
 1973.3!               +                      !!        .     0     .        !
 1973.4!               + *                    !!        .     .   0 .        !
 1974.1!     *          +                     !!0       .     .     .        !
 1974.2!  *   +                               !!        0     .     .        !
 1974.3!*   +                                 !!        .0    .     .        !
 1974.4!   +   *                              !!        .     .    0.        !
 1975.1!       *+                             !!        .    0.     .        !
 1975.2!         +*                           !!        .     . 0   .        !
 1975.3!*         +                           !! 0      .     .     .        !
 1975.4!   +                                  !!        .     .0    .        !
 1976.1!     +    *                           !!        .     .     0        !
 1976.2!          *+                          !!        .    0.     .        !
 1976.3!          +*                          !!        .     0     .        !
 1976.4!           +      *                   !!        .     .     .  0     !
 1977.1!       *         +                    !!  0     .     .     .        !
 1977.2!     *  +                             !!        .  0  .     .        !
 1977.3!       + *                            !!        .     . 0   .        !
 1977.4!          + *                         !!        .     .  0  .        !
 1978.1!            +    *                    !!        .     .     0        !
 1978.2!                +                     !!        .     0     .        !
 1978.3!               +                      !!        .     0     .        !
 1978.4!               +                      !!        .     .0    .        !
 1979.1!               +           *          !!        .     .     .        0
 1979.2!                        +             !!        .     0     .        !
 1979.3!                     +                !!        .    0.     .        !
 1979.4!                   +        *         !!        .     .     .    0   !
 1980.1!                        +     *       !!        .     .     .0       !
 1980.2!                          +           *!        .     .     .       0!
 1980.3!                               *+     !!        .    0.     .        !
 1980.4!                           +  *       !!        .     .  0  .        !
 1981.1!                          +*          !!        .     .0    .        !
 1981.2!                  *    +              !!        0     .     .        !
 1981.3!                +   *                 !!        .     .    0.        !
 1981.4!                  +*                  !!        .     .0    .        !
 1982.1!                 +       *            !!        .     .     .   0    !
 1982.2!                      +  *            !!        .     .   0 .        !
 1982.3!                    * +               !!        .  0  .     .        !
 1982.4!             *    +                   !!        .0    .     .        !
 1983.1!        *    +                        !!        0     .     .        !
 1983.2!     *   +                            !!        .0    .     .        !
 1983.3!      +   *                           !!        .     .    0.        !
 1983.4! *         +                          !!  0     .     .     .        !
 1984.1!    + *                               !!        .     .  0  .        !
 1984.2!  *     +                             !!       0.     .     .        !
 1984.3!    + *                               !!        .     . 0   .        !
 1984.4!       +                              !!        .     0     .        !
 1985.1!      * +                             !!        .   0 .     .        !
 1985.2!       +  *                           !!        .     .  0  .        !
 1985.3!       *  +                           !!        .  0  .     .        !
 1985.4!    *   +                             !!        .0    .     .        !
 1986.1!      + *                             !!        .     . 0   .        !
 1986.2!         +                            !!        .     0     .        !
 1986.3!    *     +                           !!       0.     .     .        !
 1986.4!      +          *                    !!        .     .     .      0 !
 1987.1!              * +                     !!        .   0 .     .        !
 1987.2!           *  +                       !!        . 0   .     .        !
 1987.3!     *      +                         !!      0 .     .     .        !
 1987.4!       +    *                         !!        .     .     0        !
 1988.1!            +      *                  !!        .     .     . 0      !
 1988.2!         *       +                    !!    0   .     .     .        !
 1988.3!         *+                           !!        .    0.     .        !
 1988.4!          +       *                   !!        .     .     .   0    !
 1989.1!                 +  *                 !!        .     .    0.        !
 1989.2!                  *+                  !!        .     0     .        !
 1989.3!                 +   *                !!        .     .    0.        !
 1989.4!                   +     *            !!        .     .     .0       !
 1990.1!                *     +               !!       0.     .     .        !
 1990.2!               +      *               !!        .     .     . 0      !
 1990.3!                    +  *              !!        .     .   0 .        !
 1990.4!                     +         *      !!        .     .     .     0  !
 1991.1!                 *         +          !!  0     .     .     .        !
 1991.2!                +        *            !!        .     .     .    0   !
 1991.3!                      +    *          !!        .     .     0        !
 1991.4!                        +*            !!        .     . 0   .        !
 1992.1!                      *+              !!        .    0.     .        !
 1992.2!                    +*                !!        .     . 0   .        !
 1992.3!                    + *               !!        .     . 0   .        !
 1992.4!                    +*                !!        .     . 0   .        !
 1993.1!                   + *                !!        .     . 0   .        !
 1993.2!                   +                  !!        .     0     .        !
 1993.3!                  +*                  !!        .     . 0   .        !
 1993.4!                  + *                 !!        .     .  0  .        !
 1994.1!                   +       *          !!        .     .     .   0    !
 1994.2!                    *  +              !!        . 0   .     .        !
 1994.3!             *    +                   !!        0     .     .        !
 1994.4!             +  *                     !!        .     .   0 .        !
 1995.1!                +  *                  !!        .     .   0 .        !
 1995.2!                  +                   !!        .     .0    .        !
 1995.3!                *+                    !!        .    0.     .        !
 1995.4!                +   *                 !!        .     .    0.        !
 1996.1!                  +                   !!        .     0     .        !
 1996.2!               * +                    !!        .   0 .     .        !
 1996.3!          *    +                      !!        .0    .     .        !
 1996.4!           +*                         !!        .     .0    .        !
 1997.1!            +   *                     !!        .     .    0.        !
 1997.2!               +                      !!        .    0.     .        !
 1997.3!          *   +                       !!        .0    .     .        !
 1997.4!           +      *                   !!        .     .     .  0     !
 1998.1!              *  +                    !!        .  0  .     .        !
 1998.2!              +                       !!        .     0     .        !
 1998.3!             +                        !!        .    0.     .        !
 1998.4!             +  *                     !!        .     .   0 .        !
 1999.1!                +  *                  !!        .     .   0 .        !
 1999.2!                  +*                  !!        .     . 0   .        !
 1999.3!              *  +                    !!        . 0   .     .        !
 1999.4!              +*                      !!        .     .0    .        !
 2000.1!              +*                      !!        .     0     .        !
 2000.2!           *  +                       !!        . 0   .     .        !
 2000.3!           *+                         !!        .    0.     .        !
 2000.4!           +  *                       !!        .     .  0  .        !
 2001.1!              +  *                    !!        .     .    0.        !
 2001.2!             *  +                     !!        . 0   .     .        !
 2001.3!            +                         !!        .    0.     .        !
 2001.4!           *+                         !!        .    0.     .        !
 2002.1!           +                          !!        .     0     .        !
 2002.2!            + *                       !!        .     .  0  .        !
 2002.3!    *         +                       !!  0     .     .     .        !
 2002.4!      +      *                        !!        .     .     .  0     !
 2003.1!             +                        !!        .     0     .        !
 2003.2!         *   +                        !!        .0    .     .        !
 2003.3!          +                           !!        .     0     .        !
 2003.4!        *  +                          !!        . 0   .     .        !
 2004.1!        *+                            !!        .    0.     .        !
 2004.2!      *   +                           !!        . 0   .     .        !
 2004.3!      * +                             !!        .  0  .     .        !
 2004.4!     *  +                             !!        . 0   .     .        !
 2005.1!       +  *                           !!        .     .   0 .        !
 2005.2!          *+                          !!        .    0.     .        !
 2005.3!  *        +                          !!   0    .     .     .        !
 2005.4!     +                                !!        .     0     .        !
 2006.1!       +*                             !!        .     .0    .        !
 2006.2!      *  +                            !!        .0    .     .        !
 2006.3!   *    +                             !!        0     .     .        !
 2006.4!     +*                               !!        .     .0    .        !
 2007.1!     *  +                             !!        .  0  .     .        !
 2007.2!   *    +                             !!        0     .     .        !
 2007.3!  *   +                               !!        .0    .     .        !
 2007.4!     +  *                             !!        .     .  0  .        !
 2008.1!         +                            !!        .     0     .        !
 2008.2!          +                           !!        .     0     .        !
 2008.3!      *    +                          !!       0.     .     .        !
 2008.4!        +  *                          !!        .     .   0 .        !
 2009.1!            + *                       !!        .     .  0  .        !
 2009.2!           *  +                       !!        . 0   .     .        !
 2009.3!    *       +                         !!     0  .     .     .        !
 2009.4!  *   +                               !!        0     .     .        !
 2010.1!     +                                !!        .     .0    .        !
 2010.2!   *    +                             !!        .0    .     .        !
 2010.3*      +                               !!     0  .     .     .        !
 2010.4!   +   *                              !!        .     .    0.        !
 2011.1!        *+                            !!        .     0     .        !
 2011.2!        * +                           !!        .  0  .     .        !
 2011.3!     *   +                            !!        .0    .     .        !
 2011.4!        + *                           !!        .     . 0   .        !
 2012.1!           +  *                       !!        .     .  0  .        !
 2012.2!              + *                     !!        .     .  0  .        !
 2012.3!            *   +                     !!        .0    .     .        !
 2012.4!        *   +                         !!        .0    .     .        !


     27.66 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
@EQ  1940 LAACAAR C LACAAR(-1) PCAAR;SMPL 1966.1 2012.4;OLS;EST 1940 PLOT=0;EN
@EQ  1941 LAAJAAR C LAJAAR(-1) PJAAR;SMPL 1966.1 2012.4;OLS;EST 1941 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUAR=AUPX$/ARPMM;                                                      
 GENR LAAAUAR=LOG(AAAUAR+.00001);                                             
 GENR LAAUAR=LOG(AAUAR+.00001);                                               
 LHS AAAUAR=EXP(LAAAUAR)-.00001;                                              
  EQ 1942 LAAAUAR C LAAUAR(-1) PAUAR;                                         
EQUATION 1217  LAAAUAR  
   RHS     C  LAAUAR(-1)  PAUAR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1217 PLOT=0;END;                                                     

Equation number = 1217
**********************

Dependent variable = LAAAUAR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.208745468

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.861928634       0.266583406  -3.23324     1.000000
14060 LAAUAR  ( -1)       0.719059575       0.049396324  14.55695    -5.207352
14058 PAUAR   (  0)      -0.602782523       0.212735477  -2.83348     0.999400

SE of equation            =     0.257375052
Sum of squared residuals  =  12.2547547      -0.455502303E-10
Average absolute error    =     0.201393819
Sum of ABS residuals      =  37.8620379    
R squared                 =   0.61115
Durbin-Watson statistic   =   2.46565
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!           *   +                      !!         .0   .    .         !
 1966.2!          +    *                      !!         .    .    .0        !
 1966.3!         *   +                        !!         . 0  .    .         !
 1966.4!         +     *                      !!         .    .    .0        !
 1967.1!           * +                        !!         .  0 .    .         !
 1967.2!           +         *                !!         .    .    .    0    !
 1967.3!         *        +                   !!     0   .    .    .         !
 1967.4!         +*                           !!         .    .0   .         !
 1968.1!         + *                          !!         .    .  0 .         !
 1968.2!       *   +                          !!         0    .    .         !
 1968.3!       *+                             !!         .   0.    .         !
 1968.4!         +    *                       !!         .    .    .0        !
 1969.1!              +   *                   !!         .    .   0.         !
 1969.2!           *    +                     !!        0.    .    .         !
 1969.3!            +   *                     !!         .    .   0.         !
 1969.4!            *  +                      !!         .0   .    .         !
 1970.1!             +*                       !!         .    . 0  .         !
 1970.2!           *   +                      !!         .0   .    .         !
 1970.3!            +   *                     !!         .    .  0 .         !
 1970.4!                +   *                 !!         .    .    0         !
 1971.1!              *    +                  !!         0    .    .         !
 1971.2!            * +                       !!         .  0 .    .         !
 1971.3!             +      *                 !!         .    .    .  0      !
 1971.4!                   +     *            !!         .    .    .0        !
 1972.1!             *        +               !!    0    .    .    .         !
 1972.2!             + *                      !!         .    . 0  .         !
 1972.3!               +   *                  !!         .    .    0         !
 1972.4!                 *+                   !!         .    0    .         !
 1973.1!               * +                    !!         .  0 .    .         !
 1973.2!              + *                     !!         .    . 0  .         !
 1973.3!          *   +                       !!         .0   .    .         !
 1973.4!           + *                        !!         .    . 0  .         !
 1974.1!             +           *            !!         .    .    .      0  !
 1974.2!                    *+                !!         .   0.    .         !
 1974.3!                 +    *               !!         .    .    0         !
 1974.4!                   +*                 !!         .    0    .         !
 1975.1!                * +                   !!         .  0 .    .         !
 1975.2!                +  *                  !!         .    .  0 .         !
 1975.3!                  +*                  !!         .    .0   .         !
 1975.4!                 +  *                 !!         .    .  0 .         !
 1976.1!                   + *                !!         .    . 0  .         !
 1976.2!                   +              *   !!         .    .    .         0
 1976.3!                          *  +        !!         .0   .    .         !
 1976.4!                       +    *         !!         .    .    0         !
 1977.1!                      *  +            !!         . 0  .    .         !
 1977.2!                  +  *                !!         .    .  0 .         !
 1977.3!                  +   *               !!         .    .    0         !
 1977.4!                   +           *      !!         .    .    .      0  !
 1978.1!                          +           *!         .    .    .       0 !
 1978.2!                         *     +      !!        0.    .    .         !
 1978.3!                      +    *          !!         .    .    0         !
 1978.4!                *      +              !!       0 .    .    .         !
 1979.1!                +           *         !!         .    .    .       0 !
 1979.2!                      *  +            !!         . 0  .    .         !
 1979.3!                   * +                !!         .  0 .    .         !
 1979.4!                  +                   !!         .    0    .         !
 1980.1!                 + *                  !!         .    . 0  .         !
 1980.2!                   +                  !!         .    .0   .         !
 1980.3!                  +    *              !!         .    .    0         !
 1980.4!                      +               !!         .    0    .         !
 1981.1!                 *    +               !!         0    .    .         !
 1981.2!                   +             *    !!         .    .    .         0
 1981.3!                         *    +       !!         0    .    .         !
 1981.4!                       +              !!         .   0.    .         !
 1982.1!                    * +               !!         .  0 .    .         !
 1982.2!                    +                 !!         .    0    .         !
 1982.3!                    + *               !!         .    .0   .         !
 1982.4!                      +      *        !!         .    .    . 0       !
 1983.1!                         * +          !!         .  0 .    .         !
 1983.2!                        + *           !!         .    . 0  .         !
 1983.3!                         +            !!         .    0    .         !
 1983.4!                         +     *      !!         .    .    . 0       !
 1984.1!                             +  *     !!         .    .  0 .         !
 1984.2!                       *      +       !!       0 .    .    .         !
 1984.3!                        +*            !!         .    .0   .         !
 1984.4!                         +   *        !!         .    .   0.         !
 1985.1!                            +      *  !!         .    .    .0        !
 1985.2!                         *      +     !!       0 .    .    .         !
 1985.3!                         +         *  !!         .    .    .     0   !
 1985.4!                        *      +      !!      0  .    .    .         !
 1986.1!                       +    *         !!         .    .    .0        !
 1986.2!                        * +           !!         .   0.    .         !
 1986.3!                *     +               !!        0.    .    .         !
 1986.4!                 +           *        !!         .    .    .       0 !
 1987.1!                       *  +           !!         . 0  .    .         !
 1987.2!                     +          *     !!         .    .    .      0  !
 1987.3!                           *+         !!         .   0.    .         !
 1987.4!                       +        *     !!         .    .    .   0     !
 1988.1!                  *        +          !!     0   .    .    .         !
 1988.2!                 +  *                 !!         .    .  0 .         !
 1988.3!               *   +                  !!         0    .    .         !
 1988.4!               +     *                !!         .    .    . 0       !
 1989.1!                    +                 !!         .    .0   .         !
 1989.2!            *       +                 !!      0  .    .    .         !
 1989.3!             +     *                  !!         .    .    .0        !
 1989.4!                  +  *                !!         .    .   0.         !
 1990.1!                  *+                  !!         .   0.    .         !
 1990.2!               * +                    !!         .  0 .    .         !
 1990.3!              +   *                   !!         .    .   0.         !
 1990.4!                +   *                 !!         .    .   0.         !
 1991.1!              *   +                   !!         .0   .    .         !
 1991.2!              +                       !!         .    0    .         !
 1991.3!              +                       !!         .    0    .         !
 1991.4!              +                       !!         .    0    .         !
 1992.1!               +                      !!         .    .0   .         !
 1992.2!            *  +                      !!         . 0  .    .         !
 1992.3!          * +                         !!         .  0 .    .         !
 1992.4!      *   +                           !!         .0   .    .         !
 1993.1!       *+                             !!         .  0 .    .         !
 1993.2!        +*                            !!         .    0    .         !
 1993.3!    *     +                           !!        0.    .    .         !
 1993.4!       +                              !!         .    0    .         !
 1994.1!         +*                           !!         .    0    .         !
 1994.2!         * +                          !!         .  0 .    .         !
 1994.3!         *+                           !!         .   0.    .         !
 1994.4!        * +                           !!         .  0 .    .         !
 1995.1!   *    +                             !!         0    .    .         !
 1995.2!     +  *                             !!         .    .  0 .         !
 1995.3!       *+                             !!         .   0.    .         !
 1995.4!        +                             !!         .    0    .         !
 1996.1!         +  *                         !!         .    .   0.         !
 1996.2!        *   +                         !!         .0   .    .         !
 1996.3!   *     +                            !!        0.    .    .         !
 1996.4!      +    *                          !!         .    .    0         !
 1997.1!            +   *                     !!         .    .    0         !
 1997.2!              * +                     !!         .  0 .    .         !
 1997.3!           *   +                      !!         .0   .    .         !
 1997.4!      *     +                         !!       0 .    .    .         !
 1998.1!        +  *                          !!         .    . 0  .         !
 1998.2!            +                         !!         .    0    .         !
 1998.3!        *    +                        !!         .0   .    .         !
 1998.4!         +    *                       !!         .    .    0         !
 1999.1!         *    +                       !!         0    .    .         !
 1999.2!        *  +                          !!         . 0  .    .         !
 1999.3!         *+                           !!         .   0.    .         !
 1999.4!           + *                        !!         .    . 0  .         !
 2000.1!         *    +                       !!         0    .    .         !
 2000.2!        *   +                         !!         0    .    .         !
 2000.3!      *    +                          !!        0.    .    .         !
 2000.4!          +     *                     !!         .    .    .0        !
 2001.1!            *    +                    !!         0    .    .         !
 2001.2!               +                      !!         .    .0   .         !
 2001.3!                +*                    !!         .    .0   .         !
 2001.4!                 +    *               !!         .    .    0         !
 2002.1!                *    +                !!         0    .    .         !
 2002.2!           *     +                    !!        0.    .    .         !
 2002.3!          * +                         !!         .  0 .    .         !
 2002.4!          *+                          !!         .   0.    .         !
 2003.1!           +                          !!         .    0    .         !
 2003.2!            +                         !!         .    0    .         !
 2003.3!        *   +                         !!         .0   .    .         !
 2003.4!         +                            !!         .   0.    .         !
 2004.1!         +*                           !!         .    .0   .         !
 2004.2!          *+                          !!         .  0 .    .         !
 2004.3!          +*                          !!         .    .0   .         !
 2004.4!           +                          !!         .    0    .         !
 2005.1!         * +                          !!         .  0 .    .         !
 2005.2!           +*                         !!         .    .0   .         !
 2005.3!     *       +                        !!      0  .    .    .         !
 2005.4!        +  *                          !!         .    . 0  .         !
 2006.1!            +*                        !!         .    .0   .         !
 2006.2!          *   +                       !!         .0   .    .         !
 2006.3!   *       +                          !!      0  .    .    .         !
 2006.4!       +     *                        !!         .    .    . 0       !
 2007.1!            * +                       !!         .  0 .    .         !
 2007.2!      *      +                        !!       0 .    .    .         !
 2007.3!    *   +                             !!         0    .    .         !
 2007.4!      + *                             !!         .    . 0  .         !
 2008.1!       *  +                           !!         . 0  .    .         !
 2008.2!     *   +                            !!         .0   .    .         !
 2008.3!        + *                           !!         .    .  0 .         !
 2008.4!        *    +                        !!         0    .    .         !
 2009.1!     *    +                           !!         .0   .    .         !
 2009.2!        +   *                         !!         .    .   0.         !
 2009.3!   *        +                         !!     0   .    .    .         !
 2009.4!   *  +                               !!         .  0 .    .         !
 2010.1!    * +                               !!         .  0 .    .         !
 2010.2!        +*                            !!         .    0    .         !
 2010.3!    *      +                          !!      0  .    .    .         !
 2010.4! *     +                              !!       0 .    .    .         !
 2011.1!    * +                               !!         .  0 .    .         !
 2011.2!     *  +                             !!         . 0  .    .         !
 2011.3*         +                            !!    0    .    .    .         !
 2011.4!     + *                              !!         .    .  0 .         !
 2012.1!           +      *                   !!         .    .    . 0       !
 2012.2!          *       +                   !!     0   .    .    .         !
 2012.3!      *      +                        !!       0 .    .    .         !
 2012.4!         +  *                         !!         .    .  0 .         !


     28.72 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRAR=FRPX$/ARPMM;                                                      
 GENR LAAFRAR=LOG(AAFRAR+.00001);                                             
 GENR LAFRAR=LOG(AFRAR+.00001);                                               
 LHS AAFRAR=EXP(LAAFRAR)-.00001;                                              
  EQ 1943 LAAFRAR C LAFRAR(-1) PFRAR;                                         
EQUATION 1218  LAAFRAR  
   RHS     C  LAFRAR(-1)  PFRAR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1218 PLOT=0;END;                                                     

Equation number = 1218
**********************

Dependent variable = LAAFRAR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.240271883

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.732577196       0.155722389  -4.70438     1.000000
14063 LAFRAR  ( -1)       0.744103089       0.050429608  14.75528    -3.240066
14061 PFRAR   (  0)      -0.081546139       0.068262035  -1.19460     1.186466

SE of equation            =     0.181993795
Sum of squared residuals  =  6.12752220      -0.617994544E-11
Average absolute error    =     0.135804179
Sum of ABS residuals      =  25.5311857    
R squared                 =   0.58710
Durbin-Watson statistic   =   2.25887
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!      +  *                            !!           .  . 0.           !
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 2009.4!    *    +                            !!           0  .  .           !
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 2012.1!      +      *                        !!           .  .  .0          !
 2012.2!    *         +                       !!       0   .  .  .           !
 2012.3!       *+                             !!           . 0.  .           !
 2012.4!   *     +                            !!          0.  .  .           !


     25.53 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEAR=GEPX$/ARPMM;                                                      
 GENR LAAGEAR=LOG(AAGEAR+.00001);                                             
 GENR LAGEAR=LOG(AGEAR+.00001);                                               
 LHS AAGEAR=EXP(LAAGEAR)-.00001;                                              
  EQ 1944 LAAGEAR C LAGEAR(-1) PGEAR;                                         
EQUATION 1219  LAAGEAR  
   RHS     C  LAGEAR(-1)  PGEAR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1219 PLOT=0;END;                                                     

Equation number = 1219
**********************

Dependent variable = LAAGEAR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.346130883

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.040780505       0.153851061  -0.26506     1.000000
14066 LAGEAR  ( -1)       0.905507440       0.031992281  28.30393    -2.342630
14064 PGEAR   (  0)      -0.184779427       0.166033782  -1.11290     0.996222

SE of equation            =     0.186368779
Sum of squared residuals  =  6.42566452       0.442934578E-11
Average absolute error    =     0.132413229
Sum of ABS residuals      =  24.8936870    
R squared                 =   0.83960
Durbin-Watson statistic   =   2.66089
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!              + *                     !!          .   . 0 .          !
 1966.2!               +                      !!          .   .0  .          !
 1966.3!              +  *                    !!          .   . 0 .          !
 1966.4!             *  +                     !!          .0  .   .          !
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 2004.4! +*                                   !!          .   .0  .          !
 2005.1!  +                                   !!          .   0   .          !
 2005.2*   +                                  !!          .0  .   .          !
 2005.3!+*                                    !!          .   .0  .          !
 2005.4!* +                                   !!          . 0 .   .          !
 2006.1! +                                    !!          .   0   .          !
 2006.2!  +                                   !!          .   0   .          !
 2006.3! * +                                  !!          . 0 .   .          !
 2006.4!  +                                   !!          .   0   .          !
 2007.1!   +                                  !!          .  0.   .          !
 2007.2!   +                                  !!          .  0.   .          !
 2007.3!   +*                                 !!          .   .0  .          !
 2007.4!    +                                 !!          .  0.   .          !
 2008.1!   *+                                 !!          .  0.   .          !
 2008.2!  * +                                 !!          . 0 .   .          !
 2008.3!  *+                                  !!          .  0.   .          !
 2008.4!   +*                                 !!          .   .0  .          !
 2009.1!     +                                !!          .   0   .          !
 2009.2! *   +                                !!          0   .   .          !
 2009.3! *+                                   !!          .  0.   .          !
 2009.4! +                                    !!          .  0.   .          !
 2010.1!  + *                                 !!          .   . 0 .          !
 2010.2!    *+                                !!          .  0.   .          !
 2010.3!  *  +                                !!          .0  .   .          !
 2010.4*   +                                  !!          0   .   .          !
 2011.1! +  *                                 !!          .   .  0.          !
 2011.2!  *  +                                !!          .0  .   .          !
 2011.3! * +                                  !!          . 0 .   .          !
 2011.4!  +                                   !!          .   0   .          !
 2012.1!   + *                                !!          .   . 0 .          !
 2012.2!   *  +                               !!          .0  .   .          !
 2012.3!   *+                                 !!          .  0.   .          !
 2012.4! *  +                                 !!          .0  .   .          !


     22.87 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITAR=ITPX$/ARPMM;                                                      
 GENR LAAITAR=LOG(AAITAR+.00001);                                             
 GENR LAITAR=LOG(AITAR+.00001);                                               
 LHS AAITAR=EXP(LAAITAR)-.00001;                                              
  EQ 1945 LAAITAR C LAITAR(-1) PITAR;                                         
EQUATION 1220  LAAITAR  
   RHS     C  LAITAR(-1)  PITAR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1220 PLOT=0;END;                                                     

Equation number = 1220
**********************

Dependent variable = LAAITAR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.754461884

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.053229188       0.091127965   0.58411     1.000000
14069 LAITAR  ( -1)       0.849586149       0.036700835  23.14896    -2.747959
14067 PITAR   (  0)      -0.543177922       0.150864562  -3.60043     0.870917

SE of equation            =     0.160976605
Sum of squared residuals  =  4.79399148      -0.106048503E-11
Average absolute error    =     0.122152421
Sum of ABS residuals      =  22.9646551    
R squared                 =   0.88483
Durbin-Watson statistic   =   2.52573
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                        +  *          !!          .   .   .0         !
 1966.2!                         +   *        !!          .   .   . 0        !
 1966.3!                           +*         !!          .   . 0 .          !
 1966.4!                          +*          !!          .   .0  .          !
 1967.1!                         +   *        !!          .   .   .  0       !
 1967.2!                           *+         !!          . 0 .   .          !
 1967.3!                         +            !!          .   .0  .          !
 1967.4!                        + *           !!          .   . 0 .          !
 1968.1!                        +  *          !!          .   .   0          !
 1968.2!                       *  +           !!          0   .   .          !
 1968.3!                       +              !!          .   .0  .          !
 1968.4!                       +    *         !!          .   .   .  0       !
 1969.1!                           +*         !!          .   .0  .          !
 1969.2!                           + *        !!          .   .  0.          !
 1969.3!                           *+         !!          . 0 .   .          !
 1969.4!                        * +           !!          .0  .   .          !
 1970.1!                        + *           !!          .   . 0 .          !
 1970.2!                          +   *       !!          .   .   . 0        !
 1970.3!                            *+        !!          . 0 .   .          !
 1970.4!                           *+         !!          . 0 .   .          !
 1971.1!                         *+           !!          .  0.   .          !
 1971.2!                         + *          !!          .   . 0 .          !
 1971.3!                           +          !!          .   .0  .          !
 1971.4!                         * +          !!          . 0 .   .          !
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 1972.2!                           +*         !!          .   . 0 .          !
 1972.3!                          * +         !!          .0  .   .          !
 1972.4!                          +*          !!          .   .0  .          !
 1973.1!                       *   +          !!          0   .   .          !
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 1973.3!                          +*          !!          .   . 0 .          !
 1973.4!                           +  *       !!          .   .   .0         !
 1974.1!                           *  +       !!          0   .   .          !
 1974.2!                      *   +           !!        0 .   .   .          !
 1974.3!                     +    *           !!          .   .   .  0       !
 1974.4!                      *   +           !!        0 .   .   .          !
 1975.1!                      + *             !!          .   .  0.          !
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 1975.3!               *          +           !0          .   .   .          !
 1975.4!                +    *                !!          .   .   .  0       !
 1976.1!                      +    *          !!          .   .   .  0       !
 1976.2!                     *     +          !!     0    .   .   .          !
 1976.3!                       +   *          !!          .   .   . 0        !
 1976.4!                        *  +          !!          0   .   .          !
 1977.1!                         +*           !!          .   .0  .          !
 1977.2!                   *     +            !!     0    .   .   .          !
 1977.3!                   +   *              !!          .   .   . 0        !
 1977.4!                        +    *        !!          .   .   .   0      !
 1978.1!                          *  +        !!          0   .   .          !
 1978.2!                           +         *!!          .   .   .         0!
 1978.3!                                   +  *!          .   .   0          !
 1978.4!                              *      +!!    0     .   .   .          !
 1979.1!                          *  +        !!         0.   .   .          !
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 1979.3!                           +          !!          .   0   .          !
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 1980.3!                          + *         !!          .   .  0.          !
 1980.4!                            + *       !!          .   .  0.          !
 1981.1!                       *      +       !!    0     .   .   .          !
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 1981.3!                      *    +          !!        0 .   .   .          !
 1981.4!                   *   +              !!         0.   .   .          !
 1982.1!                    + *               !!          .   .  0.          !
 1982.2!                 *     +              !!      0   .   .   .          !
 1982.3!                  +*                  !!          .   .0  .          !
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 1983.1!                     *   +            !!         0.   .   .          !
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 1984.2!                      *       +       !!   0      .   .   .          !
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 1984.4!                        *+            !!          . 0 .   .          !
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 1985.2!                             *  +     !!          .0  .   .          !
 1985.3!                             + *      !!          .   . 0 .          !
 1985.4!                       *      +       !!   0      .   .   .          !
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 1986.3!                         *+           !!          . 0 .   .          !
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 1987.1!                             *+       !!          .   0   .          !
 1987.2!                        *    +        !!        0 .   .   .          !
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 1987.4!                         *+           !!          .  0.   .          !
 1988.1!                        +             !!          .  0.   .          !
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 1988.3!                          +           !!          .   .0  .          !
 1988.4!                          +   *       !!          .   .   . 0        !
 1989.1!                           * +        !!          .0  .   .          !
 1989.2!                           +          !!          .   .0  .          !
 1989.3!                          +   *       !!          .   .   .0         !
 1989.4!                         *  +         !!         0.   .   .          !
 1990.1!                        +  *          !!          .   .   0          !
 1990.2!                          +*          !!          .   . 0 .          !
 1990.3!                         +            !!          .   0   .          !
 1990.4!                        +*            !!          .   .0  .          !
 1991.1!                        +             !!          .   0   .          !
 1991.2!                       +*             !!          .   . 0 .          !
 1991.3!                    *  +              !!         0.   .   .          !
 1991.4!                    + *               !!          .   .   0          !
 1992.1!                     *+               !!          .  0.   .          !
 1992.2!                     +    *           !!          .   .   .  0       !
 1992.3!                        +*            !!          .   .0  .          !
 1992.4!                      *  +            !!          0   .   .          !
 1993.1!                      +  *            !!          .   .   0          !
 1993.2!                         +*           !!          .   . 0 .          !
 1993.3!                        * +           !!          .0  .   .          !
 1993.4!                        +*            !!          .   .0  .          !
 1994.1!                         +   *        !!          .   .   .0         !
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 1994.3!                             +        !!          .   .0  .          !
 1994.4!                           *+         !!          . 0 .   .          !
 1995.1!                           +  *       !!          .   .   .0         !
 1995.2!                              +       !!          .   0   .          !
 1995.3!                          *  +        !!         0.   .   .          !
 1995.4!                         +            !!          .   0   .          !
 1996.1!                        +  *          !!          .   .  0.          !
 1996.2!                          +           !!          .   .0  .          !
 1996.3!                         + *          !!          .   .  0.          !
 1996.4!                          +*          !!          .   . 0 .          !
 1997.1!                          +           !!          .   .0  .          !
 1997.2!                         *+           !!          .   0   .          !
 1997.3!                        *+            !!          . 0 .   .          !
 1997.4!                       *+             !!          .  0.   .          !
 1998.1!                      + *             !!          .   .  0.          !
 1998.2!                      *+              !!          . 0 .   .          !
 1998.3!                     +*               !!          .   .0  .          !
 1998.4!                     +                !!          .   0   .          !
 1999.1!                     + *              !!          .   .   0          !
 1999.2!                      +*              !!          .   .0  .          !
 1999.3!                      +               !!          .  0.   .          !
 1999.4!                     +*               !!          .   .0  .          !
 2000.1!                     *+               !!          .  0.   .          !
 2000.2!                   * +                !!          .0  .   .          !
 2000.3!                  * +                 !!          .0  .   .          !
 2000.4!                 * +                  !!          . 0 .   .          !
 2001.1!                  + *                 !!          .   .  0.          !
 2001.2!                  * +                 !!          .0  .   .          !
 2001.3!                  +                   !!          .  0.   .          !
 2001.4!                  +*                  !!          .   0   .          !
 2002.1!                *  +                  !!          0   .   .          !
 2002.2!               *+                     !!          . 0 .   .          !
 2002.3!            * +                       !!          0   .   .          !
 2002.4!            + *                       !!          .   . 0 .          !
 2003.1!             +*                       !!          .   . 0 .          !
 2003.2!           *  +                       !!          0   .   .          !
 2003.3!           +                          !!          .   0   .          !
 2003.4!           +*                         !!          .   . 0 .          !
 2004.1!           +                          !!          .   0   .          !
 2004.2!           +                          !!          .   0   .          !
 2004.3!         * +                          !!          .0  .   .          !
 2004.4!         +*                           !!          .   . 0 .          !
 2005.1!         *+                           !!          .  0.   .          !
 2005.2!         +                            !!          .   0   .          !
 2005.3!        * +                           !!          .0  .   .          !
 2005.4!         +                            !!          .   0   .          !
 2006.1!         + *                          !!          .   . 0 .          !
 2006.2!         * +                          !!          .0  .   .          !
 2006.3!        *+                            !!          . 0 .   .          !
 2006.4!       *+                             !!          .  0.   .          !
 2007.1!       +*                             !!          .   . 0 .          !
 2007.2!        +                             !!          .  0.   .          !
 2007.3!      *+                              !!          . 0 .   .          !
 2007.4!    * +                               !!          .0  .   .          !
 2008.1!    +   *                             !!          .   .   .0         !
 2008.2!    *  +                              !!          0   .   .          !
 2008.3!  * +                                 !!          0   .   .          !
 2008.4!   +*                                 !!          .   .0  .          !
 2009.1!    +                                 !!          .   0   .          !
 2009.2!  * +                                 !!          . 0 .   .          !
 2009.3! *+                                   !!          . 0 .   .          !
 2009.4* +                                    !!          . 0 .   .          !
 2010.1!+    *                                !!          .   .   .  0       !
 2010.2!   * +                                !!          0   .   .          !
 2010.3! *  +                                 !!          0   .   .          !
 2010.4!  +                                   !!          .   0   .          !
 2011.1!   +                                  !!          .  0.   .          !
 2011.2!     + *                              !!          .   .  0.          !
 2011.3!    *    +                            !!       0  .   .   .          !
 2011.4!    *  +                              !!          0   .   .          !
 2012.1!      +                               !!          .   0   .          !
 2012.2!    *   +                             !!        0 .   .   .          !
 2012.3!    * +                               !!          .0  .   .          !
 2012.4!    * +                               !!          .0  .   .          !


     27.13 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ  1946 LAANEAR C LANEAR(-1) PNEAR;SMPL 1966.1 2012.4;OLS;EST 1946 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTAR=STPX$/ARPMM;                                                      
 GENR LAASTAR=LOG(AASTAR+.00001);                                             
 GENR LASTAR=LOG(ASTAR+.00001);                                               
 LHS AASTAR=EXP(LAASTAR)-.00001;                                              
  EQ 1947 LAASTAR C LASTAR(-1) PSTAR;                                         
EQUATION 1221  LAASTAR  
   RHS     C  LASTAR(-1)  PSTAR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1221 PLOT=0;END;                                                     

Equation number = 1221
**********************

Dependent variable = LAASTAR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.871544328

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.057987033       0.086377859  -0.67132     1.000000
14072 LASTAR  ( -1)       0.818084886       0.037988370  21.53514    -3.863465
14070 PSTAR   (  0)      -0.733152631       0.162021295  -4.52504     0.890558

SE of equation            =     0.183568751
Sum of squared residuals  =  6.23403501      -0.158539848E-11
Average absolute error    =     0.142972714
Sum of ABS residuals      =  26.8788702    
R squared                 =   0.91744
Durbin-Watson statistic   =   2.33871
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                          +  *        !!         .    .   0.         !
 1966.2!                             + *      !!         .    .   0.         !
 1966.3!                           *  +       !!         0    .    .         !
 1966.4!                           +*         !!         .    .0   .         !
 1967.1!                            +*        !!         .    .0   .         !
 1967.2!                             + *      !!         .    .  0 .         !
 1967.3!                             * +      !!         . 0  .    .         !
 1967.4!                        *    +        !!      0  .    .    .         !
 1968.1!                         +  *         !!         .    .    0         !
 1968.2!                            +       * !!         .    .    .      0  !
 1968.3!                                   +* !!         .    .0   .         !
 1968.4!                                 * +  !!         . 0  .    .         !
 1969.1!                                *+    !!         . 0  .    .         !
 1969.2!                            *   +     !!        0.    .    .         !
 1969.3!                             +        !!         .   0.    .         !
 1969.4!                     *        +       !!0        .    .    .         !
 1970.1!                        +       *     !!         .    .    .        0!
 1970.2!                                *+    !!         . 0  .    .         !
 1970.3!                                 +    !!         .    0    .         !
 1970.4!                                 +*   !!         .    . 0  .         !
 1971.1!                               *  +   !!         0    .    .         !
 1971.2!                            *   +     !!        0.    .    .         !
 1971.3!                             +*       !!         .    . 0  .         !
 1971.4!                              + *     !!         .    .  0 .         !
 1972.1!                                +*    !!         .    .0   .         !
 1972.2!                              * +     !!         .0   .    .         !
 1972.3!                              +  *    !!         .    .    0         !
 1972.4!                               * +    !!         . 0  .    .         !
 1973.1!                            * +       !!         .0   .    .         !
 1973.2!                        *  +          !!        0.    .    .         !
 1973.3!                      * +             !!         .0   .    .         !
 1973.4!                       +  *           !!         .    .    0         !
 1974.1!                          + *         !!         .    .  0 .         !
 1974.2!                            +*        !!         .    .0   .         !
 1974.3!                            +  *      !!         .    .   0.         !
 1974.4!                              +       !!         .    0    .         !
 1975.1!                          *  +        !!         0    .    .         !
 1975.2!                          +*          !!         .    .0   .         !
 1975.3!                         *+           !!         . 0  .    .         !
 1975.4!                        +   *         !!         .    .    . 0       !
 1976.1!                           + *        !!         .    . 0  .         !
 1976.2!                           +*         !!         .    .0   .         !
 1976.3!                          * +         !!         . 0  .    .         !
 1976.4!                          +    *      !!         .    .    .  0      !
 1977.1!                            *  +      !!         .0   .    .         !
 1977.2!                           +          !!         .    0    .         !
 1977.3!                         +       *    !!         .    .    .      0  !
 1977.4!                          *   +       !!       0 .    .    .         !
 1978.1!                         +  *         !!         .    .    .0        !
 1978.2!                           + *        !!         .    .  0 .         !
 1978.3!                          +    *      !!         .    .    .   0     !
 1978.4!                         *  +         !!         0    .    .         !
 1979.1!                       +  *           !!         .    .   0.         !
 1979.2!                         +   *        !!         .    .    0         !
 1979.3!                        *  +          !!        0.    .    .         !
 1979.4!                      *+              !!         .   0.    .         !
 1980.1!                       +  *           !!         .    .    0         !
 1980.2!                          +           !!         .    0    .         !
 1980.3!                    *    +            !!      0  .    .    .         !
 1980.4!                     +*               !!         .    .0   .         !
 1981.1!                     * +              !!         .0   .    .         !
 1981.2!                       +              !!         .    .0   .         !
 1981.3!                       *+             !!         .  0 .    .         !
 1981.4!                       +     *        !!         .    .    .   0     !
 1982.1!                            +    *    !!         .    .    .  0      !
 1982.2!                               +      *!         .    .    .    0    !
 1982.3!                                    + !!         .    0    .         !
 1982.4!                             *     +  !!    0    .    .    .         !
 1983.1!                          * +         !!         .0   .    .         !
 1983.2!                       *  +           !!         0    .    .         !
 1983.3!                        +  *          !!         .    .    0         !
 1983.4!                           +          !!         .   0.    .         !
 1984.1!                           +   *      !!         .    .    .0        !
 1984.2!                     *         +      !0         .    .    .         !
 1984.3!                       + *            !!         .    .  0 .         !
 1984.4!                           +          !!         .    0    .         !
 1985.1!                             +    *   !!         .    .    .  0      !
 1985.2!                                *+    !!         .  0 .    .         !
 1985.3!                                + *   !!         .    .   0.         !
 1985.4!                                 +   *!!         .    .    .0        !
 1986.1!                             *    +   !!     0   .    .    .         !
 1986.2!                            +         !!         .    0    .         !
 1986.3!                         *+           !!         .  0 .    .         !
 1986.4!                        + *           !!         .    .  0 .         !
 1987.1!                        +  *          !!         .    .   0.         !
 1987.2!                         +   *        !!         .    .    . 0       !
 1987.3!                           +          !!         .   0.    .         !
 1987.4!                    *   +             !!       0 .    .    .         !
 1988.1!                   +   *              !!         .    .    .  0      !
 1988.2!                      +   *           !!         .    .    0         !
 1988.3!                         +*           !!         .    . 0  .         !
 1988.4!                     *  +             !!         0    .    .         !
 1989.1!                    +    *            !!         .    .    . 0       !
 1989.2!                       *+             !!         . 0  .    .         !
 1989.3!                      +   *           !!         .    .    .0        !
 1989.4!                        +*            !!         .    .0   .         !
 1990.1!                       + *            !!         .    .  0 .         !
 1990.2!                       +   *          !!         .    .    .0        !
 1990.3!                       +              !!         .   0.    .         !
 1990.4!                     +   *            !!         .    .    .0        !
 1991.1!                   *  +               !!         0    .    .         !
 1991.2!                  +                   !!         .    0    .         !
 1991.3!             *   +                    !!       0 .    .    .         !
 1991.4!             +  *                     !!         .    .    0         !
 1992.1!                 +                    !!         .    0    .         !
 1992.2!                *+                    !!         .   0.    .         !
 1992.3!              *+                      !!         . 0  .    .         !
 1992.4!           * +                        !!         .0   .    .         !
 1993.1!            +*                        !!         .    . 0  .         !
 1993.2!            *+                        !!         . 0  .    .         !
 1993.3!           *+                         !!         .  0 .    .         !
 1993.4!           + *                        !!         .    .  0 .         !
 1994.1!             *+                       !!         .   0.    .         !
 1994.2!           * +                        !!         . 0  .    .         !
 1994.3!           +                          !!         .    .0   .         !
 1994.4!        *  +                          !!         0    .    .         !
 1995.1!        +  *                          !!         .    .   0.         !
 1995.2!      *   +                           !!        0.    .    .         !
 1995.3!      +    *                          !!         .    .    . 0       !
 1995.4!       *  +                           !!         .0   .    .         !
 1996.1!       +   *                          !!         .    .    0         !
 1996.2!          *+                          !!         .   0.    .         !
 1996.3!          +*                          !!         .    .0   .         !
 1996.4!          *+                          !!         .  0 .    .         !
 1997.1!       *   +                          !!        0.    .    .         !
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 2012.2!    *  +                              !!         0    .    .         !
 2012.3!  * +                                 !!         . 0  .    .         !
 2012.4*  +                                   !!         . 0  .    .         !


     30.85 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKAR=UKPX$/ARPMM;                                                      
 GENR LAAUKAR=LOG(AAUKAR+.00001);                                             
 GENR LAUKAR=LOG(AUKAR+.00001);                                               
 LHS AAUKAR=EXP(LAAUKAR)-.00001;                                              
  EQ 1948 LAAUKAR C LAUKAR(-1) PUKAR;                                         
EQUATION 1222  LAAUKAR  
   RHS     C  LAUKAR(-1)  PUKAR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1222 PLOT=0;END;                                                     

Equation number = 1222
**********************

Dependent variable = LAAUKAR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.969074357

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.192872739       0.265189070   0.72730     1.000000
14075 LAUKAR  ( -1)       0.951515055       0.021146716  44.99588    -3.958585
14073 PUKAR   (  0)      -0.403698083       0.265594124  -1.51998     0.979183

SE of equation            =     0.332617574
Sum of squared residuals  =  20.4673733      -0.178967952E-11
Average absolute error    =     0.197466773
Sum of ABS residuals      =  37.1237533    
R squared                 =   0.91791
Durbin-Watson statistic   =   1.95707
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                 *+   !!            .0. .            !
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 2009.3!                    *+                !!            . 0 .            !
 2009.4!                    *+                !!            . 0 .            !
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 2010.2!                   *+                 !!            .0. .            !
 2010.3!                   +*                 !!            . .0.            !
 2010.4!                  * +                 !!            .0. .            !
 2011.1!                   +*                 !!            . .0.            !
 2011.2!                  *  +                !!            0 . .            !
 2011.3!                  +                   !!            . 0 .            !
 2011.4!                  +*                  !!            . .0.            !
 2012.1!                   *+                 !!            . 0 .            !
 2012.2!                    +                 !!            . 0 .            !
 2012.3!                   * +                !!            .0. .            !
 2012.4!                   +                  !!            . 0 .            !


     11.70 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFIAR=FIPX$/ARPMM;                                                      
 GENR LAAFIAR=LOG(AAFIAR+.00001);                                             
 GENR LAFIAR=LOG(AFIAR+.00001);                                               
 LHS AAFIAR=EXP(LAAFIAR)-.00001;                                              
  EQ 1949 LAAFIAR C LAFIAR(-1) PFIAR;                                         
EQUATION 1223  LAAFIAR  
   RHS     C  LAFIAR(-1)  PFIAR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1223 PLOT=0;END;                                                     

Equation number = 1223
**********************

Dependent variable = LAAFIAR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.239510396

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.287418850       0.338579856  -3.80241     1.000000
14078 LAFIAR  ( -1)       0.737297551       0.049023320  15.03973    -5.231291
14076 PFIAR   (  0)      -0.101569726       0.255903165  -0.39691     0.936043

SE of equation            =     0.386993598
Sum of squared residuals  =  27.7063483       0.532640598E-11
Average absolute error    =     0.267868368
Sum of ABS residuals      =  50.3592532    
R squared                 =   0.55267
Durbin-Watson statistic   =   2.40340
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                  + *                 !!           .  .0 .           !
 1966.2!                 +      *             !!           .  .  . 0         !
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 2012.3! *       +                            !!         0 .  .  .           !
 2012.4!   +*                                 !!           .  0  .           !


     22.87 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASAR=ASPX$/ARPMM;                                                      
 GENR LAAASAR=LOG(AAASAR+.00001);                                             
 GENR LAASAR=LOG(AASAR+.00001);                                               
 LHS AAASAR=EXP(LAAASAR)-.00001;                                              
  EQ 1950 LAAASAR C LAASAR(-1) PASAR;                                         
EQUATION 1224  LAAASAR  
   RHS     C  LAASAR(-1)  PASAR  
 SMPL 1970.1 2012.4;                                                          
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
 OLS;EST 1224 PLOT=0;END;                                                     

Equation number = 1224
**********************

Dependent variable = LAAASAR 

 1970.1 -   2012.4,    0 missing obs.,  172 obs. used.

Mean of dependent variable       -5.185244044

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.560657590       0.341200427  -4.57402     1.000000
14081 LAASAR  ( -1)       0.661512579       0.057292152  11.54630    -5.187965
14079 PASAR   (  0)      -0.181932076       0.201330402  -0.90365     1.059090

SE of equation            =     0.582832654
Sum of squared residuals  =  57.4082696       0.401900735E-11
Average absolute error    =     0.441565150
Sum of ABS residuals      =  75.9492057    
R squared                 =   0.45414
Durbin-Watson statistic   =   2.26122
SMPL and No. Obs.         = 1970.1   2012.4    172

Plot of actual(*) and fitted(+) values and residuals(0)


 1970.1!  *          +                        !!        0  .  .  .           !
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 2009.2!                 *+                   !!           . 0.  .           !
 2009.3!                  +*                  !!           .  .0 .           !
 2009.4!             *     +                  !!           0  .  .           !
 2010.1!               +       *              !!           .  .  .0          !
 2010.2!                    *+                !!           . 0.  .           !
 2010.3!             *     +                  !!           0  .  .           !
 2010.4!               +*                     !!           .  .0 .           !
 2011.1!                 +*                   !!           .  .0 .           !
 2011.2!                  +                   !!           .  0  .           !
 2011.3!                * +                   !!           . 0.  .           !
 2011.4!               * +                    !!           . 0.  .           !
 2012.1!                + *                   !!           .  .0 .           !
 2012.2!              *   +                   !!           .0 .  .           !
 2012.3!              *+                      !!           . 0.  .           !
 2012.4!              *+                      !!           . 0.  .           !


     27.91 percent of the residuals exceed 1 SE
      2.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSOAR=SOPX$/ARPMM;                                                      
 GENR LAASOAR=LOG(AASOAR+.00001);                                             
 GENR LASOAR=LOG(ASOAR+.00001);                                               
 LHS AASOAR=EXP(LAASOAR)-.00001;                                              
  EQ 1951 LAASOAR C LASOAR(-1) PSOAR;                                         
EQUATION 1225  LAASOAR  
   RHS     C  LASOAR(-1)  PSOAR  
 SMPL 1976.2 2012.4;                                                          
Sample period is now  1976.2 to  2012.4 Internally:    98 to   244
 OLS;EST 1225 PLOT=0;END;                                                     

Equation number = 1225
**********************

Dependent variable = LAASOAR 

 1976.2 -   2012.4,    0 missing obs.,  147 obs. used.

Mean of dependent variable       -5.574178674

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.096532573       0.366156549  -5.72578     1.000000
14084 LASOAR  ( -1)       0.523736561       0.069200580   7.56838    -5.581571
14082 PSOAR   (  0)      -0.567603704       0.179324216  -3.16524     0.976690

SE of equation            =     0.313368743
Sum of squared residuals  =  14.1407956      -0.465343319E-10
Average absolute error    =     0.233272008
Sum of ABS residuals      =  34.2909852    
R squared                 =   0.39736
Durbin-Watson statistic   =   2.18245
SMPL and No. Obs.         = 1976.2   2012.4    147

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.2!               +       *              !!          .   .   . 0        !
 1976.3!                    *  +              !!          . 0 .   .          !
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 2004.1!              * +                     !!          . 0 .   .          !
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 2004.3!              *  +                    !!          . 0 .   .          !
 2004.4!                +*                    !!          .   .0  .          !
 2005.1!             *   +                    !!          .0  .   .          !
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 2005.4!            *        +                !!       0  .   .   .          !
 2006.1!             *+                       !!          .  0.   .          !
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 2006.3!                  * +                 !!          .  0.   .          !
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 2007.1!              *    +                  !!          0   .   .          !
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 2007.3!             * +                      !!          . 0 .   .          !
 2007.4!         *      +                     !!        0 .   .   .          !
 2008.1!               +    *                 !!          .   .   0          !
 2008.2!                     +  *             !!          .   .  0.          !
 2008.3!                  *     +             !!         0.   .   .          !
 2008.4!                   *  +               !!          . 0 .   .          !
 2009.1!                 *   +                !!          0   .   .          !
 2009.2!             *    +                   !!          0   .   .          !
 2009.3!               *+                     !!          .   0   .          !
 2009.4!    *            +                    !!    0     .   .   .          !
 2010.1!           +                          !!          .   0   .          !
 2010.2!            * +                       !!          . 0 .   .          !
 2010.3!            *  +                      !!          . 0 .   .          !
 2010.4!          *   +                       !!          .0  .   .          !
 2011.1!           *  +                       !!          . 0 .   .          !
 2011.2!            * +                       !!          . 0 .   .          !
 2011.3!           *   +                      !!          .0  .   .          !
 2011.4!            *  +                      !!          .0  .   .          !
 2012.1!               +                      !!          .   0   .          !
 2012.2!                 + *                  !!          .   . 0 .          !
 2012.3!                   +                  !!          .   0   .          !
 2012.4!                   +          *       !!          .   .   .    0     !


     24.49 percent of the residuals exceed 1 SE
      9.52 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOAR=KOPX$/ARPMM;                                                      
 GENR LAAKOAR=LOG(AAKOAR+.00001);                                             
 GENR LAKOAR=LOG(AKOAR+.00001);                                               
 LHS AAKOAR=EXP(LAAKOAR)-.00001;                                              
  EQ 1952 LAAKOAR C LAKOAR(-1) PKOAR;                                         
EQUATION 1226  LAAKOAR  
   RHS     C  LAKOAR(-1)  PKOAR  
 SMPL 1977.2 2012.4;                                                          
Sample period is now  1977.2 to  2012.4 Internally:   102 to   244
 OLS;EST 1226 PLOT=0;END;                                                     

Equation number = 1226
**********************

Dependent variable = LAAKOAR 

 1977.2 -   2012.4,    0 missing obs.,  143 obs. used.

Mean of dependent variable       -4.791478135

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.261950599       0.133168626  -1.96706     1.000000
14087 LAKOAR  ( -1)       0.899818913       0.033264388  27.05052    -4.815076
14085 PKOAR   (  0)      -0.142456288       0.090715388  -1.57037     1.381693

SE of equation            =     0.326750323
Sum of squared residuals  =  14.9472083       0.799360578E-13
Average absolute error    =     0.221455647
Sum of ABS residuals      =  31.6681575    
R squared                 =   0.89888
Durbin-Watson statistic   =   2.09930
SMPL and No. Obs.         = 1977.2   2012.4    143

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.2!*   +                                 !!         0.   .   .          !
 1977.3!*+                                    !!          . 0 .   .          !
 1977.4! *+                                   !!          .  0.   .          !
 1978.1!   *+                                 !!          .  0.   .          !
 1978.2! *   +                                !!         0.   .   .          !
 1978.3*   +                                  !!        0 .   .   .          !
 1978.4! +          *                         !!          .   .   .         0!
 1979.1!        *    +                        !!        0 .   .   .          !
 1979.2!         +                            !!          .   0   .          !
 1979.3!          + *                         !!          .   . 0 .          !
 1979.4!             +    *                   !!          .   .   .  0       !
 1980.1!                *  +                  !!          0   .   .          !
 1980.2!                 + *                  !!          .   .   0          !
 1980.3!                    +  *              !!          .   .   0          !
 1980.4!                       +  *           !!          .   .   0          !
 1981.1!                        * +           !!          . 0 .   .          !
 1981.2!                     *  +             !!         0.   .   .          !
 1981.3!              *      +                !!     0    .   .   .          !
 1981.4!           *   +                      !!         0.   .   .          !
 1982.1!          * +                         !!          . 0 .   .          !
 1982.2!          *+                          !!          . 0 .   .          !
 1982.3!           +*                         !!          .   .0  .          !
 1982.4!   *         +                        !! 0        .   .   .          !
 1983.1!  *  +                                !!          0   .   .          !
 1983.2!    +*                                !!          .   .0  .          !
 1983.3!       +      *                       !!          .   .   .    0     !
 1983.4!               +     *                !!          .   .   .    0     !
 1984.1!                *     +               !!       0  .   .   .          !
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 1985.4!            +   *                     !!          .   .   0          !
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 1986.4!                  +       *           !!          .   .   .     0    !
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 1987.2!                     *+               !!          . 0 .   .          !
 1987.3!                     + *              !!          .   . 0 .          !
 1987.4!                       +              !!          .   .0  .          !
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 1988.4!                         +    *       !!          .   .   . 0        !
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 1989.2!                         * +          !!          .0  .   .          !
 1989.3!                *       +             !!  0       .   .   .          !
 1989.4!                +          *          !!          .   .   .          0
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 1990.2!                          +           !!          .   .0  .          !
 1990.3!                          + *         !!          .   . 0 .          !
 1990.4!                            +         !!          .   .0  .          !
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 1991.3!                              +     * !!          .   .   .  0       !
 1991.4!                                   + *!!          .   .  0.          !
 1992.1!                                    + !!          .   0   .          !
 1992.2!                                   +  !!          .   .0  .          !
 1992.3!                                  +   !!          .   0   .          !
 1992.4!                                 + *  !!          .   . 0 .          !
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 1993.4!                                  +*  !!          .   . 0 .          !
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 2001.4!                                +  *  !!          .   .   0          !
 2002.1!                       *          +   !0          .   .   .          !
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 2002.3!                      * +             !!          .0  .   .          !
 2002.4!                       +              !!          .   0   .          !
 2003.1!                        +     *       !!          .   .   .   0      !
 2003.2!                              +       !!          .   0   .          !
 2003.3!                             *+       !!          .  0.   .          !
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 2004.2!                             +*       !!          .   .0  .          !
 2004.3!                           *  +       !!          .0  .   .          !
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 2005.3!                             *+       !!          .   0   .          !
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 2006.1!                             * +      !!          . 0 .   .          !
 2006.2!                             +*       !!          .   .0  .          !
 2006.3!                            * +       !!          .0  .   .          !
 2006.4!                             +        !!          .   .0  .          !
 2007.1!                              + *     !!          .   . 0 .          !
 2007.2!                                +     !!          .   0   .          !
 2007.3!                              * +     !!          .0  .   .          !
 2007.4!                              +*      !!          .   .0  .          !
 2008.1!                               *+     !!          .  0.   .          !
 2008.2!                               *+     !!          .  0.   .          !
 2008.3!                               +      !!          .   0   .          !
 2008.4!                                +*    !!          .   .0  .          !
 2009.1!                                 +*   !!          .   .0  .          !
 2009.2!                                  +*  !!          .   .0  .          !
 2009.3!                                 * +  !!          . 0 .   .          !
 2009.4!                                 +    !!          .  0.   .          !
 2010.1!                                 +  * !!          .   .   .0         !
 2010.2!                                    + !!          .  0.   .          !
 2010.3!                                   *+ !!          .   0   .          !
 2010.4!                                   +  !!          .   0   .          !
 2011.1!                                    + !!          .   0   .          !
 2011.2!                                   *+ !!          .  0.   .          !
 2011.3!                                    + !!          .   .0  .          !
 2011.4!                                    + !!          .  0.   .          !
 2012.1!                                    +*!!          .   .0  .          !
 2012.2!                                   * +!!          . 0 .   .          !
 2012.3!                                   +* !!          .   .0  .          !
 2012.4!                                   *+ !!          . 0 .   .          !


     21.68 percent of the residuals exceed 1 SE
      6.99 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEAR=BEPX$Q/ARPMM;                                                     
 GENR LAABEAR=LOG(AABEAR+.00001);                                             
 GENR LABEAR=LOG(ABEAR+.00001);                                               
 LHS AABEAR=EXP(LAABEAR)-.00001;                                              
  EQ 1953 LAABEAR C LABEAR(-1) PBEAR;                                         
EQUATION 1227  LAABEAR  
   RHS     C  LABEAR(-1)  PBEAR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1227 PLOT=0;END;                                                     

Equation number = 1227
**********************

Dependent variable = LAABEAR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.417806280

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.274821100       0.273741945  -4.65702     1.000000
14090 LABEAR  ( -1)       0.591488408       0.058804317  10.05859    -4.417194
14088 PBEAR   (  0)      -0.553686036       0.213145491  -2.59769     0.957702

SE of equation            =     0.252236767
Sum of squared residuals  =  11.7703266       0.800248756E-12
Average absolute error    =     0.194549585
Sum of ABS residuals      =  36.5753219    
R squared                 =   0.43038
Durbin-Watson statistic   =   2.24489
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!   *    +                             !!          0   .   .          !
 1966.2!     +*                               !!          .   .0  .          !
 1966.3!     *+                               !!          .  0.   .          !
 1966.4*      +                               !!        0 .   .   .          !
 1967.1!   +  *                               !!          .   .  0.          !
 1967.2!        +*                            !!          .   .0  .          !
 1967.3!    *     +                           !!         0.   .   .          !
 1967.4!      +    *                          !!          .   .   0          !
 1968.1!        * +                           !!          .  0.   .          !
 1968.2!         +     *                      !!          .   .   .0         !
 1968.3!         *    +                       !!          0   .   .          !
 1968.4!          +*                          !!          .   .0  .          !
 1969.1!           + *                        !!          .   . 0 .          !
 1969.2!             +                        !!          .   .0  .          !
 1969.3!             +                        !!          .   0   .          !
 1969.4!             + *                      !!          .   . 0 .          !
 1970.1!              +*                      !!          .   .0  .          !
 1970.2!              +                       !!          .   0   .          !
 1970.3!             +*                       !!          .   .0  .          !
 1970.4!             + *                      !!          .   .0  .          !
 1971.1!              +  *                    !!          .   . 0 .          !
 1971.2!              *+                      !!          .  0.   .          !
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 1971.4!            *  +                      !!          .0  .   .          !
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 1972.2!                +   *                 !!          .   .   0          !
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 1974.4!              +              *        !!          .   .   .        0 !
 1975.1!                      +               *!          .   .   .          0
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 1975.3!            *    +                    !!         0.   .   .          !
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 1976.1!         *     +                      !!        0 .   .   .          !
 1976.2!          +     *                     !!          .   .   .0         !
 1976.3!               + *                    !!          .   .0  .          !
 1976.4!     *         +                      !!     0    .   .   .          !
 1977.1!     *  +                             !!          .0  .   .          !
 1977.2!      +       *                       !!          .   .   .  0       !
 1977.3!            +*                        !!          .   .0  .          !
 1977.4!       *    +                         !!          0   .   .          !
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 1978.3!             +      *                 !!          .   .   . 0        !
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 1982.4!            +      *                  !!          .   .   . 0        !
 1983.1!               *  +                   !!          . 0 .   .          !
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 1983.3!           +      *                   !!          .   .   . 0        !
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 1984.2!          *     +                     !!        0 .   .   .          !
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 1985.4!      *           +                   !!   0      .   .   .          !
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 1987.1!                + *                   !!          .   . 0 .          !
 1987.2!            *   +                     !!          0   .   .          !
 1987.3!             +  *                     !!          .   .  0.          !
 1987.4!             * +                      !!          .  0.   .          !
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 1989.1!           +*                         !!          .   0   .          !
 1989.2!             +    *                   !!          .   .   .0         !
 1989.3!         *      +                     !!        0 .   .   .          !
 1989.4!          +  *                        !!          .   . 0 .          !
 1990.1!       *    +                         !!         0.   .   .          !
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 1990.4!        *+                            !!          .   0   .          !
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 1995.2!            +  *                      !!          .   .  0.          !
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 1996.4!       *    +                         !!         0.   .   .          !
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 1997.2!            +     *                   !!          .   .   .0         !
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 1997.4!               * +                    !!          . 0 .   .          !
 1998.1!               + *                    !!          .   . 0 .          !
 1998.2!            *   +                     !!          .0  .   .          !
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 1998.4!            +    *                    !!          .   .   0          !
 1999.1!               +*                     !!          .   0   .          !
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 1999.3!             +   *                    !!          .   .   0          !
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 2000.4!                  +  *                !!          .   .  0.          !
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 2001.4!              * +                     !!          . 0 .   .          !
 2002.1!               +  *                   !!          .   .  0.          !
 2002.2!                 +     *              !!          .   .   .0         !
 2002.3!               *   +                  !!          .0  .   .          !
 2002.4!              +  *                    !!          .   . 0 .          !
 2003.1!               +    *                 !!          .   .   0          !
 2003.2!             *   +                    !!          .0  .   .          !
 2003.3!             +                        !!          .   0   .          !
 2003.4!           * +                        !!          .  0.   .          !
 2004.1!         * +                          !!          . 0 .   .          !
 2004.2!        *  +                          !!          .0  .   .          !
 2004.3!         +                            !!          .   0   .          !
 2004.4!          +                           !!          .   0   .          !
 2005.1!         *+                           !!          .  0.   .          !
 2005.2!      *   +                           !!          .0  .   .          !
 2005.3!        *+                            !!          .   0   .          !
 2005.4!       *  +                           !!          . 0 .   .          !
 2006.1!         + *                          !!          .   . 0 .          !
 2006.2!         * +                          !!          . 0 .   .          !
 2006.3!         +   *                        !!          .   .  0.          !
 2006.4!            +   *                     !!          .   .   0          !
 2007.1!           *  +                       !!          . 0 .   .          !
 2007.2!           +    *                     !!          .   .   0          !
 2007.3!             +     *                  !!          .   .   . 0        !
 2007.4!         *     +                      !!        0 .   .   .          !
 2008.1!         +                            !!          .   0   .          !
 2008.2!        *+                            !!          .  0.   .          !
 2008.3!     *   +                            !!          .0  .   .          !
 2008.4!        + *                           !!          .   .0  .          !
 2009.1!          +*                          !!          .   .0  .          !
 2009.2!       *   +                          !!          0   .   .          !
 2009.3! *     +                              !!        0 .   .   .          !
 2009.4!     +                                !!          .   .0  .          !
 2010.1!     * +                              !!          . 0 .   .          !
 2010.2! *      +                             !!        0 .   .   .          !
 2010.3*     +                                !!         0.   .   .          !
 2010.4!*   +                                 !!          0   .   .          !
 2011.1!    + *                               !!          .   .0  .          !
 2011.2!     *  +                             !!          .0  .   .          !
 2011.3! *     +                              !!         0.   .   .          !
 2011.4!     +                                !!          .   0   .          !
 2012.1!       *+                             !!          .  0.   .          !
 2012.2!         +*                           !!          .   .0  .          !
 2012.3!  *       +                           !!      0   .   .   .          !
 2012.4!     +                                !!          .   0   .          !


     30.85 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ  1954 LAADEAR C LADEAR(-1) PDEAR;SMPL 1968.2 2012.4;OLS;EST 1954 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOAR=NOPX$Q/ARPMM;                                                     
 GENR LAANOAR=LOG(AANOAR+.00001);                                             
 GENR LANOAR=LOG(ANOAR+.00001);                                               
 LHS AANOAR=EXP(LAANOAR)-.00001;                                              
  EQ 1955 LAANOAR C LANOAR(-1) PNOAR;                                         
EQUATION 1228  LAANOAR  
   RHS     C  LANOAR(-1)  PNOAR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1228 PLOT=0;END;                                                     

Equation number = 1228
**********************

Dependent variable = LAANOAR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.283715244

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.173378029       0.312079244  -3.75987     1.000000
14093 LANOAR  ( -1)       0.752890099       0.048263610  15.59954    -6.269985
14091 PNOAR   (  0)      -0.465639426       0.230458979  -2.02049     0.836973

SE of equation            =     0.603854663
Sum of squared residuals  =  67.4584839      -0.137383438E-10
Average absolute error    =     0.478540768
Sum of ABS residuals      =  89.9656644    
R squared                 =   0.60968
Durbin-Watson statistic   =   2.17865
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                     +*               !!         .    .0   .         !
 1966.2!                    +  *              !!         .    .  0 .         !
 1966.3!                    +                 !!         .    0    .         !
 1966.4!                  +    *              !!         .    .   0.         !
 1967.1!                     +*               !!         .    .0   .         !
 1967.2!                     +    *           !!         .    .    0         !
 1967.3!                       +*             !!         .    .0   .         !
 1967.4!                      +   *           !!         .    .  0 .         !
 1968.1!                       + *            !!         .    . 0  .         !
 1968.2!                       +         *    !!         .    .    .   0     !
 1968.3!                             +   *    !!         .    .   0.         !
 1968.4!                             +        *!         .    .    .  0      !
 1969.1!                                *+    !!         .    0    .         !
 1969.2!                            +*        !!         .    .0   .         !
 1969.3!                          + *         !!         .    . 0  .         !
 1969.4!                         +   *        !!         .    .   0.         !
 1970.1!                      *   +           !!         .0   .    .         !
 1970.2!                    +         *       !!         .    .    .   0     !
 1970.3!                       *   +          !!         .0   .    .         !
 1970.4!                     +    *           !!         .    .   0.         !
 1971.1!                       +   *          !!         .    .  0 .         !
 1971.2!                         +            !!         .    .0   .         !
 1971.3!                       +   *          !!         .    .  0 .         !
 1971.4!                    *   +             !!         .0   .    .         !
 1972.1!                   +        *         !!         .    .    .  0      !
 1972.2!                         +    *       !!         .    .   0.         !
 1972.3!                           +    *     !!         .    .   0.         !
 1972.4!                            + *       !!         .    . 0  .         !
 1973.1!                           +     *    !!         .    .    .0        !
 1973.2!                          *  +        !!         . 0  .    .         !
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 1973.4!                        * +           !!         .   0.    .         !
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 1974.2!                   *   +              !!         .0   .    .         !
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 1974.4!                      +       *       !!         .    .    . 0       !
 1975.1!                   *      +           !!        0.    .    .         !
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 1975.3!                 * +                  !!         .  0 .    .         !
 1975.4!               *+                     !!         .   0.    .         !
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 1977.1!              *+                      !!         .   0.    .         !
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 1977.4!               +              *       !!         .    .    .       0 !
 1978.1!                           + *        !!         .    . 0  .         !
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 1980.2!                *    +                !!         0    .    .         !
 1980.3!               +                      !!         .    0    .         !
 1980.4!              *+                      !!         .   0.    .         !
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 1981.2!              +  *                    !!         .    . 0  .         !
 1981.3!                +     *               !!         .    .    .0        !
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 1982.2!            *      +                  !!        0.    .    .         !
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 1982.4!         *      +                     !!        0.    .    .         !
 1983.1!         *+                           !!         .   0.    .         !
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 1983.3!              +    *                  !!         .    .    0         !
 1983.4!         *        +                   !!      0  .    .    .         !
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 1984.3!          +   *                       !!         .    .   0.         !
 1984.4!              +                       !!         .    0    .         !
 1985.1!               +            *         !!         .    .    .      0  !
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 1985.3!              *    +                  !!         .0   .    .         !
 1985.4!         *    +                       !!         0    .    .         !
 1986.1!     *    +                           !!         0    .    .         !
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 1987.1!         *       +                    !!       0 .    .    .         !
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 1987.3!               * +                    !!         .  0 .    .         !
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 1988.1!            *    +                    !!         .0   .    .         !
 1988.2!              +         *             !!         .    .    .   0     !
 1988.3!                      +          *    !!         .    .    .   0     !
 1988.4!                     *       +        !!       0 .    .    .         !
 1989.1!                *   +                 !!         .0   .    .         !
 1989.2!              * +                     !!         .  0 .    .         !
 1989.3!       *       +                      !!       0 .    .    .         !
 1989.4!          +          *                !!         .    .    .   0     !
 1990.1!                    +  *              !!         .    .  0 .         !
 1990.2!                      +           *   !!         .    .    .    0    !
 1990.3!                             +     *  !!         .    .    0         !
 1990.4!                  *           +       !!    0    .    .    .         !
 1991.1!                * +                   !!         .  0 .    .         !
 1991.2!              * +                     !!         .  0 .    .         !
 1991.3!  *            +                      !!   0     .    .    .         !
 1991.4!      +     *                         !!         .    .    0         !
 1992.1!              +*                      !!         .    .0   .         !
 1992.2!        *       +                     !!       0 .    .    .         !
 1992.3!  *       +                           !!       0 .    .    .         !
 1992.4!      +     *                         !!         .    .    0         !
 1993.1!             +  *                     !!         .    . 0  .         !
 1993.2!               * +                    !!         .   0.    .         !
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 1993.4!                  *     +             !!         0    .    .         !
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 1994.2!      *        +                      !!      0  .    .    .         !
 1994.3!   *     +                            !!         0    .    .         !
 1994.4!       +          *                   !!         .    .    .   0     !
 1995.1!                 *+                   !!         .   0.    .         !
 1995.2!                * +                   !!         .  0 .    .         !
 1995.3!               * +                    !!         .  0 .    .         !
 1995.4!                +                *    !!         .    .    .         0
 1996.1!                  *           +       !!    0    .    .    .         !
 1996.2!              *   +                   !!         .0   .    .         !
 1996.3!               +    *                 !!         .    .    0         !
 1996.4!         *          +                 !!     0   .    .    .         !
 1997.1!           + *                        !!         .    .0   .         !
 1997.2!             * +                      !!         .   0.    .         !
 1997.3!   *           +                      !!   0     .    .    .         !
 1997.4!      *+                              !!         .   0.    .         !
 1998.1!         +  *                         !!         .    .  0 .         !
 1998.2!              +                       !!         .    0    .         !
 1998.3!           *    +                     !!         .0   .    .         !
 1998.4!          *  +                        !!         . 0  .    .         !
 1999.1!             +    *                   !!         .    .    0         !
 1999.2!               *   +                  !!         . 0  .    .         !
 1999.3!              * +                     !!         .  0 .    .         !
 1999.4!     *         +                      !!     0   .    .    .         !
 2000.1!        +*                            !!         .    .0   .         !
 2000.2!      *    +                          !!         .0   .    .         !
 2000.3*        +                             !!      0  .    .    .         !
 2000.4!   +      *                           !!         .    .    .0        !
 2001.1!       *    +                         !!         .0   .    .         !
 2001.2!      *   +                           !!         . 0  .    .         !
 2001.3!    *    +                            !!         .0   .    .         !
 2001.4!        +                             !!         .    0    .         !
 2002.1!          +                           !!         .    0    .         !
 2002.2!     *      +                         !!        0.    .    .         !
 2002.3!        +  *                          !!         .    .  0 .         !
 2002.4!        *   +                         !!         . 0  .    .         !
 2003.1!        * +                           !!         .  0 .    .         !
 2003.2!          + *                         !!         .    . 0  .         !
 2003.3!          *  +                        !!         . 0  .    .         !
 2003.4!            +*                        !!         .    .0   .         !
 2004.1!            *+                        !!         .   0.    .         !
 2004.2!             +*                       !!         .    0    .         !
 2004.3!           *  +                       !!         .  0 .    .         !
 2004.4!       *    +                         !!         .0   .    .         !
 2005.1!     *   +                            !!         .0   .    .         !
 2005.2!       +   *                          !!         .    .   0.         !
 2005.3!      *    +                          !!         .0   .    .         !
 2005.4!      * +                             !!         .  0 .    .         !
 2006.1!   *   +                              !!         . 0  .    .         !
 2006.2!     +*                               !!         .    .0   .         !
 2006.3!       +*                             !!         .    .0   .         !
 2006.4!      *  +                            !!         .  0 .    .         !
 2007.1!       +  *                           !!         .    . 0  .         !
 2007.2!   *      +                           !!        0.    .    .         !
 2007.3! *  +                                 !!         . 0  .    .         !
 2007.4!   +  *                               !!         .    .  0 .         !
 2008.1!  *   +                               !!         . 0  .    .         !
 2008.2!   +   *                              !!         .    .   0.         !
 2008.3!       +    *                         !!         .    .   0.         !
 2008.4!        *   +                         !!         . 0  .    .         !
 2009.1!     *   +                            !!         .0   .    .         !
 2009.2!    *  +                              !!         .  0 .    .         !
 2009.3!      + *                             !!         .    .0   .         !
 2009.4!        +*                            !!         .    .0   .         !
 2010.1!    *    +                            !!         .0   .    .         !
 2010.2!      +                               !!         .    0    .         !
 2010.3! *     +                              !!         0    .    .         !
 2010.4!   + *                                !!         .    . 0  .         !
 2011.1!  *   +                               !!         .0   .    .         !
 2011.2!   + *                                !!         .    .0   .         !
 2011.3!      +  *                            !!         .    .  0 .         !
 2011.4!  *      +                            !!        0.    .    .         !
 2012.1!   +  *                               !!         .    .  0 .         !
 2012.2!      +  *                            !!         .    . 0  .         !
 2012.3!         +        *                   !!         .    .    .  0      !
 2012.4!*              +                      !!0        .    .    .         !


     26.60 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ  1956 LAASWAR C LASWAR(-1) PSWAR;SMPL 1966.1 2012.4;OLS;EST 1956 PLOT=0;EN
@EQ  1957 LAAGRAR C LAGRAR(-1) PGRAR;SMPL 1989.4 2012.4;OLS;EST 1957 PLOT=0;EN
@EQ  1958 LAAIRAR C LAIRAR(-1) PIRAR;SMPL 1978.3 2012.4;OLS;EST 1958 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOAR=POPX$Q/ARPMM;                                                     
 GENR LAAPOAR=LOG(AAPOAR+.00001);                                             
 GENR LAPOAR=LOG(APOAR+.00001);                                               
 LHS AAPOAR=EXP(LAAPOAR)-.00001;                                              
  EQ 1959 LAAPOAR C LAPOAR(-1) PPOAR;                                         
EQUATION 1229  LAAPOAR  
   RHS     C  LAPOAR(-1)  PPOAR  
 SMPL 1978.3 2012.4;                                                          
Sample period is now  1978.3 to  2012.4 Internally:   107 to   244
 OLS;EST 1229 PLOT=0;END;                                                     

Equation number = 1229
**********************

Dependent variable = LAAPOAR 

 1978.3 -   2012.4,    0 missing obs.,  138 obs. used.

Mean of dependent variable       -6.841569070

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.116585518       0.634773054  -3.33440     1.000000
14096 LAPOAR  ( -1)       0.523666339       0.074035737   7.07316    -6.842466
14094 PPOAR   (  0)      -1.036680981       0.534580176  -1.93924     1.101413

SE of equation            =     0.612094008
Sum of squared residuals  =  50.5789750       0.580779869E-11
Average absolute error    =     0.456503335
Sum of ABS residuals      =  62.9974603    
R squared                 =   0.34595
Durbin-Watson statistic   =   2.47657
SMPL and No. Obs.         = 1978.3   2012.4    138

Plot of actual(*) and fitted(+) values and residuals(0)


 1978.3!                      * +             !!          .  0.   .          !
 1978.4!                     * +              !!          .  0.   .          !
 1979.1!                    *  +              !!          . 0 .   .          !
 1979.2!                      +            *  !!          .   .   .    0     !
 1979.3!                      *       +       !!         0.   .   .          !
 1979.4!                        + *           !!          .   .0  .          !
 1980.1!                     *    +           !!          0   .   .          !
 1980.2!                     * +              !!          . 0 .   .          !
 1980.3!                   *   +              !!          .0  .   .          !
 1980.4!                     + *              !!          .   .0  .          !
 1981.1!                  *    +              !!          0   .   .          !
 1981.2!                 *  +                 !!          . 0 .   .          !
 1981.3!               *   +                  !!          .0  .   .          !
 1981.4!            *     +                   !!          0   .   .          !
 1982.1!               *+                     !!          .  0.   .          !
 1982.2!                 *+                   !!          .   0   .          !
 1982.3!            *     +                   !!          0   .   .          !
 1982.4!                 +        *           !!          .   .   . 0        !
 1983.1!           *            +             !!     0    .   .   .          !
 1983.2!             * +                      !!          . 0 .   .          !
 1983.3!              * +                     !!          .  0.   .          !
 1983.4!         *       +                    !!        0 .   .   .          !
 1984.1!              + *                     !!          .   . 0 .          !
 1984.2!        *         +                   !!       0  .   .   .          !
 1984.3!              + *                     !!          .   . 0 .          !
 1984.4!          *       +                   !!         0.   .   .          !
 1985.1!             *+                       !!          .  0.   .          !
 1985.2!               +    *                 !!          .   .  0.          !
 1985.3!       *            +                 !!     0    .   .   .          !
 1985.4!              +       *               !!          .   .   . 0        !
 1986.1!                   * +                !!          . 0 .   .          !
 1986.2!                    +    *            !!          .   .  0.          !
 1986.3!                 *      +             !!         0.   .   .          !
 1986.4!                    +                 !!          .   0   .          !
 1987.1!     *                +               !!  0       .   .   .          !
 1987.2!              +                  *    !!          .   .   .        0 !
 1987.3!          *                  +        !! 0        .   .   .          !
 1987.4!                 +         *          !!          .   .   .  0       !
 1988.1!                   *      +           !!         0.   .   .          !
 1988.2!                      + *             !!          .   . 0 .          !
 1988.3!                      * +             !!          .  0.   .          !
 1988.4!                      +*              !!          .   0   .          !
 1989.1!                    *  +              !!          . 0 .   .          !
 1989.2!          *           +               !!      0   .   .   .          !
 1989.3!                +     *               !!          .   .   0          !
 1989.4!                  *   +               !!          .0  .   .          !
 1990.1*                     +                !0          .   .   .          !
 1990.2!           +     *                    !!          .   .   0          !
 1990.3!                    + *               !!          .   .0  .          !
 1990.4!                 *      +             !!          0   .   .          !
 1991.1!                *    +                !!          0   .   .          !
 1991.2!               *   +                  !!          .0  .   .          !
 1991.3!                   +                  !!          .   0   .          !
 1991.4!                      +     *         !!          .   .   0          !
 1992.1!           *               +          !!   0      .   .   .          !
 1992.2!                  +*                  !!          .   .0  .          !
 1992.3!                     *+               !!          .  0.   .          !
 1992.4!            *          +              !!      0   .   .   .          !
 1993.1!                  + *                 !!          .   .0  .          !
 1993.2!                  *   +               !!          .0  .   .          !
 1993.3!                     + *              !!          .   . 0 .          !
 1993.4!                      * +             !!          .  0.   .          !
 1994.1!                       +  *           !!          .   . 0 .          !
 1994.2!                         +            *!          .   .   .    0     !
 1994.3!                               +   *  !!          .   . 0 .          !
 1994.4!                              +       *!          .   .   .0         !
 1995.1!                               + *    !!          .   .0  .          !
 1995.2!                             + *      !!          .   . 0 .          !
 1995.3!                            + *       !!          .   . 0 .          !
 1995.4!                            +        *!!          .   .   .  0       !
 1996.1!                               +    * !!          .   .  0.          !
 1996.2!                          *   +       !!          .0  .   .          !
 1996.3!                      *  +            !!          . 0 .   .          !
 1996.4!           *           +              !!     0    .   .   .          !
 1997.1!                 +           *        !!          .   .   .   0      !
 1997.2!                    *      +          !!         0.   .   .          !
 1997.3!                      +   *           !!          .   .  0.          !
 1997.4!                         +  *         !!          .   . 0 .          !
 1998.1!                         + *          !!          .   .0  .          !
 1998.2!                         +    *       !!          .   .  0.          !
 1998.3!                           +        * !!          .   .   .  0       !
 1998.4!                              +    *  !!          .   .  0.          !
 1999.1!                             +     *  !!          .   .   0          !
 1999.2!                           * +        !!          .  0.   .          !
 1999.3!                         +            !!          .   0   .          !
 1999.4!                        +   *         !!          .   .  0.          !
 2000.1!                          +*          !!          .   .0  .          !
 2000.2!                         +   *        !!          .   .  0.          !
 2000.3!                          + *         !!          .   .0  .          !
 2000.4!                         +    *       !!          .   .   0          !
 2001.1!                          +    *      !!          .   .  0.          !
 2001.2!                           +        * !!          .   .   . 0        !
 2001.3!                             + *      !!          .   . 0 .          !
 2001.4!                           +  *       !!          .   . 0 .          !
 2002.1!                          +           !!          .   0   .          !
 2002.2!                        +         *   !!          .   .   .  0       !
 2002.3!                            +      *  !!          .   .   .0         !
 2002.4!                             +       *!!          .   .   . 0        !
 2003.1!                              +*      !!          .   .0  .          !
 2003.2!                            + *       !!          .   . 0 .          !
 2003.3!                           +    *     !!          .   .  0.          !
 2003.4!                            +   *     !!          .   . 0 .          !
 2004.1!                            +         !!          .   0   .          !
 2004.2!                           +   *      !!          .   .  0.          !
 2004.3!                            +         !!          .   0   .          !
 2004.4!                           +  *       !!          .   . 0 .          !
 2005.1!                            +     *   !!          .   .   0          !
 2005.2!                           *  +       !!          . 0 .   .          !
 2005.3!                           +          !!          .   0   .          !
 2005.4!                          +   *       !!          .   .  0.          !
 2006.1!                            +   *     !!          .   .  0.          !
 2006.2!                             +*       !!          .   .0  .          !
 2006.3!                            +*        !!          .   .0  .          !
 2006.4!                            +   *     !!          .   .  0.          !
 2007.1!                             +       *!!          .   .   .0         !
 2007.2!                            *   +     !!          .0  .   .          !
 2007.3!                          *+          !!          .  0.   .          !
 2007.4!                           +     *    !!          .   .   0          !
 2008.1!                         *    +       !!          0   .   .          !
 2008.2!                        *  +          !!          . 0 .   .          !
 2008.3!                          +           !!          .   0   .          !
 2008.4!                         * +          !!          .  0.   .          !
 2009.1!                          +*          !!          .   .0  .          !
 2009.2!                       *   +          !!          . 0 .   .          !
 2009.3!                         + *          !!          .   .0  .          !
 2009.4!                          *+          !!          .   0   .          !
 2010.1!                          +  *        !!          .   . 0 .          !
 2010.2!                            +  *      !!          .   . 0 .          !
 2010.3!                        *    +        !!          0   .   .          !
 2010.4!                       *  +           !!          .  0.   .          !
 2011.1!                          +           !!          .   0   .          !
 2011.2!                        *  +          !!          . 0 .   .          !
 2011.3!                      *   +           !!          .0  .   .          !
 2011.4!                       * +            !!          .  0.   .          !
 2012.1!                     *   +            !!          .0  .   .          !
 2012.2!                        +   *         !!          .   .  0.          !
 2012.3!                          *+          !!          .  0.   .          !
 2012.4!                         *+           !!          .   0   .          !


     23.19 percent of the residuals exceed 1 SE
      5.80 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPAR=SPPX$Q/ARPMM;                                                     
 GENR LAASPAR=LOG(AASPAR+.00001);                                             
 GENR LASPAR=LOG(ASPAR+.00001);                                               
 LHS AASPAR=EXP(LAASPAR)-.00001;                                              
  EQ 1960 LAASPAR C LASPAR(-1) PSPAR;                                         
EQUATION 1230  LAASPAR  
   RHS     C  LASPAR(-1)  PSPAR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1230 PLOT=0;END;                                                     

Equation number = 1230
**********************

Dependent variable = LAASPAR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.586161933

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.172165179       0.167981486  -6.97794     1.000000
14099 LASPAR  ( -1)       0.533216617       0.057273063   9.31008    -3.597532
14097 PSPAR   (  0)      -0.433835238       0.114661914  -3.78360     1.142676

SE of equation            =     0.324113261
Sum of squared residuals  =  19.4341401      -0.743360928E-11
Average absolute error    =     0.254021864
Sum of ABS residuals      =  47.7561104    
R squared                 =   0.54284
Durbin-Watson statistic   =   2.17635
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1+          *                           !!          .   .   .    0     !
 1966.2!            +            *            !!          .   .   .      0   !
 1966.3!                 * +                  !!          . 0 .   .          !
 1966.4!       *      +                       !!        0 .   .   .          !
 1967.1!          +            *              !!          .   .   .     0    !
 1967.2!                 *  +                 !!          . 0 .   .          !
 1967.3!                +        *            !!          .   .   .   0      !
 1967.4!         *          +                 !!     0    .   .   .          !
 1968.1!            +   *                     !!          .   .  0.          !
 1968.2!            *   +                     !!          .0  .   .          !
 1968.3!        *      +                      !!         0.   .   .          !
 1968.4!          *  +                        !!          . 0 .   .          !
 1969.1!              +      *                !!          .   .   . 0        !
 1969.2!                   *+                 !!          .  0.   .          !
 1969.3!                 * +                  !!          . 0 .   .          !
 1969.4!                  +*                  !!          .   0   .          !
 1970.1!                   +   *              !!          .   .  0.          !
 1970.2!                 *    +               !!          0   .   .          !
 1970.3!                   +   *              !!          .   .  0.          !
 1970.4!                   *  +               !!          . 0 .   .          !
 1971.1!                    +                 !!          .   0   .          !
 1971.2!                     + *              !!          .   . 0 .          !
 1971.3!              *        +              !!       0  .   .   .          !
 1971.4!                  +                   !!          .   0   .          !
 1972.1!                    +                 !!          .   0   .          !
 1972.2!                     +*               !!          .   .0  .          !
 1972.3!                 *    +               !!          0   .   .          !
 1972.4!           *       +                  !!        0 .   .   .          !
 1973.1!                +       *             !!          .   .   .  0       !
 1973.2!                 *     +              !!          0   .   .          !
 1973.3!                   +       *          !!          .   .   . 0        !
 1973.4!     *                  +             !0          .   .   .          !
 1974.1!            +    *                    !!          .   .  0.          !
 1974.2!            *     +                   !!         0.   .   .          !
 1974.3!               +                      !!          .  0.   .          !
 1974.4!               * +                    !!          . 0 .   .          !
 1975.1!             *    +                   !!          0   .   .          !
 1975.2!               * +                    !!          . 0 .   .          !
 1975.3!          *       +                   !!       0  .   .   .          !
 1975.4!          *    +                      !!          0   .   .          !
 1976.1!          *     +                     !!         0.   .   .          !
 1976.2!         *      +                     !!        0 .   .   .          !
 1976.3!             *   +                    !!          .0  .   .          !
 1976.4!         *        +                   !!      0   .   .   .          !
 1977.1!                +       *             !!          .   .   . 0        !
 1977.2!                       +    *         !!          .   .   0          !
 1977.3!                          + *         !!          .   . 0 .          !
 1977.4!                      *   +           !!          .0  .   .          !
 1978.1!                        +     *       !!          .   .   .0         !
 1978.2!                            + *       !!          .   .0  .          !
 1978.3!                           + *        !!          .   . 0 .          !
 1978.4!                           +  *       !!          .   . 0 .          !
 1979.1!                           +  *       !!          .   . 0 .          !
 1979.2!                           +       *  !!          .   .   . 0        !
 1979.3!                              +       *!          .   .   . 0        !
 1979.4!                        *       +     !!        0 .   .   .          !
 1980.1!                        +        *    !!          .   .   .  0       !
 1980.2!                            *+        !!          .  0.   .          !
 1980.3!                         *+           !!          .  0.   .          !
 1980.4!                         +  *         !!          .   .  0.          !
 1981.1!                         * +          !!          . 0 .   .          !
 1981.2!                          +   *       !!          .   .  0.          !
 1981.3!                            +     *   !!          .   .   .0         !
 1981.4!                            * +       !!          . 0 .   .          !
 1982.1!                           +    *     !!          .   .   0          !
 1982.2!                         *   +        !!          .0  .   .          !
 1982.3!                          +     *     !!          .   .   .0         !
 1982.4!                          *   +       !!          .0  .   .          !
 1983.1!                         * +          !!          . 0 .   .          !
 1983.2!                       *  +           !!          .0  .   .          !
 1983.3!                         +*           !!          .   .0  .          !
 1983.4!                           +  *       !!          .   . 0 .          !
 1984.1!                         *   +        !!          .0  .   .          !
 1984.2!                       *  +           !!          .0  .   .          !
 1984.3!                         +*           !!          .   .0  .          !
 1984.4!                     *     +          !!         0.   .   .          !
 1985.1!                        +    *        !!          .   .   0          !
 1985.2!                            +  *      !!          .   . 0 .          !
 1985.3!                       *     +        !!         0.   .   .          !
 1985.4!                        *+            !!          .  0.   .          !
 1986.1!                         +  *         !!          .   . 0 .          !
 1986.2!                           +   *      !!          .   .  0.          !
 1986.3!                             +        !!          .   0   .          !
 1986.4!                         *  +         !!          . 0 .   .          !
 1987.1!                          + *         !!          .   . 0 .          !
 1987.2!                         * +          !!          . 0 .   .          !
 1987.3!                        * +           !!          .  0.   .          !
 1987.4!                *        +            !!       0  .   .   .          !
 1988.1!                    +     *           !!          .   .   .0         !
 1988.2!                      *  +            !!          .0  .   .          !
 1988.3!                     * +              !!          . 0 .   .          !
 1988.4!                      *+              !!          .  0.   .          !
 1989.1!                       +              !!          .   0   .          !
 1989.2!                       *+             !!          .  0.   .          !
 1989.3!                      *+              !!          .  0.   .          !
 1989.4!                       +              !!          .   0   .          !
 1990.1!                       +   *          !!          .   .  0.          !
 1990.2!                         +    *       !!          .   .   0          !
 1990.3!                      *    +          !!          0   .   .          !
 1990.4!                      +   *           !!          .   . 0 .          !
 1991.1!                        *+            !!          .  0.   .          !
 1991.2!                        +             !!          .   0   .          !
 1991.3!                        + *           !!          .   .0  .          !
 1991.4!                        *+            !!          .  0.   .          !
 1992.1!                         +            !!          .   0   .          !
 1992.2!                        +             !!          .  0.   .          !
 1992.3!                        +    *        !!          .   .   0          !
 1992.4!                      *    +          !!          0   .   .          !
 1993.1!                        +  *          !!          .   .  0.          !
 1993.2!                          +  *        !!          .   . 0 .          !
 1993.3!                            +  *      !!          .   .  0.          !
 1993.4!                             +        !!          .   0   .          !
 1994.1!                            +       * !!          .   .   . 0        !
 1994.2!                               +*     !!          .   0   .          !
 1994.3!                             +    *   !!          .   .   0          !
 1994.4!                             *+       !!          .  0.   .          !
 1995.1!                            +     *   !!          .   .   .0         !
 1995.2!                              +   *   !!          .   .  0.          !
 1995.3!                              +   *   !!          .   .  0.          !
 1995.4!                             *+       !!          .  0.   .          !
 1996.1!                           +        * !!          .   .   .  0       !
 1996.2!                               +    * !!          .   .   0          !
 1996.3!                               +  *   !!          .   . 0 .          !
 1996.4!                              +    *  !!          .   .  0.          !
 1997.1!                               +   *  !!          .   .  0.          !
 1997.2!                               +  *   !!          .   . 0 .          !
 1997.3!                               + *    !!          .   . 0 .          !
 1997.4!                              +       !!          .   0   .          !
 1998.1!                             +  *     !!          .   .  0.          !
 1998.2!                              + *     !!          .   . 0 .          !
 1998.3!                             +    *   !!          .   .   0          !
 1998.4!                             *+       !!          .  0.   .          !
 1999.1!                            +     *   !!          .   .   0          !
 1999.2!                              +       !!          .   0   .          !
 1999.3!                             +   *    !!          .   .  0.          !
 1999.4!                             *+       !!          .   0   .          !
 2000.1!                            +    *    !!          .   .  0.          !
 2000.2!                              + *     !!          .   .0  .          !
 2000.3!                              + *     !!          .   . 0 .          !
 2000.4!                             *+       !!          .  0.   .          !
 2001.1!                            +   *     !!          .   .  0.          !
 2001.2!                              + *     !!          .   .0  .          !
 2001.3!                              +*      !!          .   .0  .          !
 2001.4!                           * +        !!          .  0.   .          !
 2002.1!                           +    *     !!          .   .   0          !
 2002.2!                              +*      !!          .   .0  .          !
 2002.3!                             +*       !!          .   .0  .          !
 2002.4!                         *  +         !!          . 0 .   .          !
 2003.1!                          +   *       !!          .   .   0          !
 2003.2!                            +         !!          .   0   .          !
 2003.3!                           +*         !!          .   .0  .          !
 2003.4!                           + *        !!          .   . 0 .          !
 2004.1!                         * +          !!          . 0 .   .          !
 2004.2!                         *+           !!          .   0   .          !
 2004.3!                        *+            !!          .  0.   .          !
 2004.4!                     *   +            !!          .0  .   .          !
 2005.1!                       + *            !!          .   . 0 .          !
 2005.2!                        * +           !!          . 0 .   .          !
 2005.3!                      *  +            !!          . 0 .   .          !
 2005.4!                 *      +             !!        0 .   .   .          !
 2006.1!                     +  *             !!          .   . 0 .          !
 2006.2!                      *  +            !!          . 0 .   .          !
 2006.3!                      * +             !!          . 0 .   .          !
 2006.4!                 *      +             !!         0.   .   .          !
 2007.1!                     +    *           !!          .   .   0          !
 2007.2!                        * +           !!          .  0.   .          !
 2007.3!                    *    +            !!          0   .   .          !
 2007.4!                  *    +              !!          0   .   .          !
 2008.1!                    *+                !!          .  0.   .          !
 2008.2!                    * +               !!          . 0 .   .          !
 2008.3!                     * +              !!          .  0.   .          !
 2008.4!                    *   +             !!          0   .   .          !
 2009.1!                       +              !!          .   0   .          !
 2009.2!                        +*            !!          .   .0  .          !
 2009.3!                      *  +            !!          .0  .   .          !
 2009.4!                  *    +              !!          0   .   .          !
 2010.1!                      +               !!          .   0   .          !
 2010.2!                     *  +             !!          .0  .   .          !
 2010.3!                     *  +             !!          . 0 .   .          !
 2010.4!                   *    +             !!          0   .   .          !
 2011.1!                      *+              !!          .   0   .          !
 2011.2!                      * +             !!          . 0 .   .          !
 2011.3!                      * +             !!          .  0.   .          !
 2011.4!                  *     +             !!         0.   .   .          !
 2012.1!                      + *             !!          .   . 0 .          !
 2012.2!                       *  +           !!          . 0 .   .          !
 2012.3!                     *   +            !!          0   .   .          !
 2012.4!                 *     +              !!         0.   .   .          !


     29.79 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNZAR=NZPX$Q/ARPMM;                                                     
 GENR LAANZAR=LOG(AANZAR+.00001);                                             
 GENR LANZAR=LOG(ANZAR+.00001);                                               
 LHS AANZAR=EXP(LAANZAR)-.00001;                                              
  EQ 1961 LAANZAR C LANZAR(-1) PNZAR;                                         
EQUATION 1231  LAANZAR  
   RHS     C  LANZAR(-1)  PNZAR  
 SMPL 1978.4 2012.4;                                                          
Sample period is now  1978.4 to  2012.4 Internally:   108 to   244
 OLS;EST 1231 PLOT=0;END;                                                     

Equation number = 1231
**********************

Dependent variable = LAANZAR 

 1978.4 -   2012.4,    0 missing obs.,  137 obs. used.

Mean of dependent variable       -7.623066325

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.844547062       0.901383442  -2.04635     1.000000
14102 LANZAR  ( -1)       0.619719717       0.067073368   9.23943    -7.630803
14100 PNZAR   (  0)      -1.097231125       0.909147478  -1.20688     0.956554

SE of equation            =     0.739401193
Sum of squared residuals  =  73.2596926      -0.561426461E-10
Average absolute error    =     0.526953441
Sum of ABS residuals      =  72.1926214    
R squared                 =   0.42114
Durbin-Watson statistic   =   2.29175
SMPL and No. Obs.         = 1978.4   2012.4    137

Plot of actual(*) and fitted(+) values and residuals(0)


 1978.4!            +   *                     !!          .   .   0          !
 1979.1!                 + *                  !!          .   .0  .          !
 1979.2!                  +             *     !!          .   .   .       0  !
 1979.3!                          *+          !!          .  0.   .          !
 1979.4!                    *  +              !!          . 0 .   .          !
 1980.1!                    +   *             !!          .   .  0.          !
 1980.2!                      +     *         !!          .   .   .0         !
 1980.3!        *               +             !!0         .   .   .          !
 1980.4!            +  *                      !!          .   .  0.          !
 1981.1!         *      +                     !!        0 .   .   .          !
 1981.2! *           +                        !!     0    .   .   .          !
 1981.3!       *+                             !!          .   0   .          !
 1981.4!           +  *                       !!          .   . 0 .          !
 1982.1!               +*                     !!          .   0   .          !
 1982.2!      *         +                     !!     0    .   .   .          !
 1982.3!          +   *                       !!          .   .  0.          !
 1982.4!                +  *                  !!          .   .  0.          !
 1983.1!                   +*                 !!          .   0   .          !
 1983.2!                *  +                  !!          .0  .   .          !
 1983.3!                *+                    !!          .  0.   .          !
 1983.4*                 +                    !0          .   .   .          !
 1984.1!      +             *                 !!          .   .   .      0   !
 1984.2!         *         +                  !!      0   .   .   .          !
 1984.3!       *      +                       !!        0 .   .   .          !
 1984.4!            +  *                      !!          .   . 0 .          !
 1985.1! *               +                    !!0         .   .   .          !
 1985.2!        +*                            !!          .   .0  .          !
 1985.3!           * +                        !!          . 0 .   .          !
 1985.4!     *        +                       !!      0   .   .   .          !
 1986.1!      *    +                          !!          0   .   .          !
 1986.2!            +*                        !!          .   .0  .          !
 1986.3!                + *                   !!          .   .0  .          !
 1986.4!                    +                 !!          .   0   .          !
 1987.1!                   *+                 !!          .  0.   .          !
 1987.2!                    +      *          !!          .   .   . 0        !
 1987.3!                 *      +             !!        0 .   .   .          !
 1987.4!                * +                   !!          .  0.   .          !
 1988.1!                 +     *              !!          .   .   .0         !
 1988.2!                   * +                !!          . 0 .   .          !
 1988.3!               *  +                   !!          .0  .   .          !
 1988.4!                +  *                  !!          .   .  0.          !
 1989.1!             *    +                   !!          0   .   .          !
 1989.2!             * +                      !!          . 0 .   .          !
 1989.3!         *    +                       !!          0   .   .          !
 1989.4!            +   *                     !!          .   .   0          !
 1990.1!          *      +                    !!        0 .   .   .          !
 1990.2!      *      +                        !!        0 .   .   .          !
 1990.3!           +                          !!          .   0   .          !
 1990.4!               +*                     !!          .   .0  .          !
 1991.1!              *   +                   !!          .0  .   .          !
 1991.2!                +    *                !!          .   .   0          !
 1991.3!                    +                *!!          .   .   .         0!
 1991.4!                               +      !!          .   0   .          !
 1992.1!                            +   *     !!          .   .  0.          !
 1992.2!                            +         *!          .   .   .    0     !
 1992.3!                              * +     !!          . 0 .   .          !
 1992.4!                    *     +           !!         0.   .   .          !
 1993.1!                    +        *        !!          .   .   .   0      !
 1993.2!                         +*           !!          .   0   .          !
 1993.3!                       +   *          !!          .   .  0.          !
 1993.4!                      * +             !!          . 0 .   .          !
 1994.1!                     +*               !!          .   .0  .          !
 1994.2!                     +      *         !!          .   .   . 0        !
 1994.3!                   *    +             !!          0   .   .          !
 1994.4!                   +     *            !!          .   .   .0         !
 1995.1!                      +    *          !!          .   .   0          !
 1995.2!                        +  *          !!          .   . 0 .          !
 1995.3!                       +*             !!          .   0   .          !
 1995.4!                      +     *         !!          .   .   .0         !
 1996.1!                      * +             !!          . 0 .   .          !
 1996.2!                     +   *            !!          .   .  0.          !
 1996.3!                      + *             !!          .   . 0 .          !
 1996.4!                      +        *      !!          .   .   .   0      !
 1997.1!                          +  *        !!          .   .  0.          !
 1997.2!                         + *          !!          .   .0  .          !
 1997.3!                      * +             !!          . 0 .   .          !
 1997.4!                     +   *            !!          .   .   0          !
 1998.1!                     * +              !!          . 0 .   .          !
 1998.2!                     +                !!          .   0   .          !
 1998.3!                     +  *             !!          .   .  0.          !
 1998.4!                       +  *           !!          .   . 0 .          !
 1999.1!                     *  +             !!          . 0 .   .          !
 1999.2!                     +*               !!          .   .0  .          !
 1999.3!                     + *              !!          .   . 0 .          !
 1999.4!                      +               !!          .   0   .          !
 2000.1!                   * +                !!          . 0 .   .          !
 2000.2!                   +   *              !!          .   .  0.          !
 2000.3!                     *+               !!          .  0.   .          !
 2000.4!                     +*               !!          .   .0  .          !
 2001.1!                     +*               !!          .   .0  .          !
 2001.2!                     +*               !!          .   .0  .          !
 2001.3!                     +  *             !!          .   . 0 .          !
 2001.4!                      + *             !!          .   . 0 .          !
 2002.1!                     *+               !!          .  0.   .          !
 2002.2!                 *  +                 !!          . 0 .   .          !
 2002.3!                * +                   !!          .  0.   .          !
 2002.4!                  +  *                !!          .   .  0.          !
 2003.1!                    +                 !!          .   0   .          !
 2003.2!                   +                  !!          .   0   .          !
 2003.3!                   +*                 !!          .   .0  .          !
 2003.4!                   +                  !!          .   0   .          !
 2004.1!                  +     *             !!          .   .   .0         !
 2004.2!                 *    +               !!          0   .   .          !
 2004.3!                 +                    !!          .   0   .          !
 2004.4!                 + *                  !!          .   . 0 .          !
 2005.1!               *  +                   !!          .0  .   .          !
 2005.2!                +*                    !!          .   0   .          !
 2005.3!                *+                    !!          .  0.   .          !
 2005.4!                *+                    !!          .  0.   .          !
 2006.1!             *   +                    !!          .0  .   .          !
 2006.2!                +*                    !!          .   .0  .          !
 2006.3!                *+                    !!          .  0.   .          !
 2006.4!                 +  *                 !!          .   . 0 .          !
 2007.1!                   +                  !!          .   0   .          !
 2007.2!                  +                   !!          .   0   .          !
 2007.3!                 *+                   !!          .  0.   .          !
 2007.4!                 + *                  !!          .   . 0 .          !
 2008.1!                  +*                  !!          .   .0  .          !
 2008.2!                 *+                   !!          .  0.   .          !
 2008.3!              *  +                    !!          . 0 .   .          !
 2008.4!                +  *                  !!          .   .  0.          !
 2009.1!                    +  *              !!          .   .  0.          !
 2009.2!                     *+               !!          .  0.   .          !
 2009.3!                    + *               !!          .   .0  .          !
 2009.4!              *      +                !!         0.   .   .          !
 2010.1!           *   +                      !!          .0  .   .          !
 2010.2!              +    *                  !!          .   .   0          !
 2010.3!               *  +                   !!          . 0 .   .          !
 2010.4!              * +                     !!          .  0.   .          !
 2011.1!          *    +                      !!          0   .   .          !
 2011.2!            +   *                     !!          .   .  0.          !
 2011.3!             *  +                     !!          .0  .   .          !
 2011.4!              + *                     !!          .   . 0 .          !
 2012.1!             *  +                     !!          .0  .   .          !
 2012.2!              +    *                  !!          .   .   0          !
 2012.3!               *  +                   !!          . 0 .   .          !
 2012.4!               *+                     !!          .   0   .          !


     21.17 percent of the residuals exceed 1 SE
      5.84 percent of the residuals exceed 2 SE
@@EQ 1962 LAASAAR C LASAAR(-1) PSAAR;SMPL 1994.3 2012.4;OLS;EST 1962 PLOT=0;EN
@@EQ 1963 LAAVEAR C LAVEAR(-1) PVEAR;SMPL 1988.3 2012.4;OLS;EST 1963 PLOT=0;EN
@EQ  1964 LAACOAR C LACOAR(-1) PCOAR;SMPL 1981.3 2012.4;OLS;EST 1964 PLOT=0;EN
@@EQ 1965 LAAJOAR C LAJOAR(-1) PJOAR;SMPL 2010.4 2012.4;OLS;EST 1965 PLOT=0;EN
@@EQ 1966 LAASYAR C LASYAR(-1) PSYAR;SMPL 1998.3 2012.4;OLS;EST 1966 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDAR=IDPX$Q/ARPMM;                                                     
 GENR LAAIDAR=LOG(AAIDAR+.00001);                                             
 GENR LAIDAR=LOG(AIDAR+.00001);                                               
 LHS AAIDAR=EXP(LAAIDAR)-.00001;                                              
  EQ 1967 LAAIDAR C LAIDAR(-1) PIDAR;                                         
EQUATION 1232  LAAIDAR  
   RHS     C  LAIDAR(-1)  PIDAR  
 SMPL 1980.2 2012.4;                                                          
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
 OLS;EST 1232 PLOT=0;END;                                                     

Equation number = 1232
**********************

Dependent variable = LAAIDAR 

 1980.2 -   2012.4,    0 missing obs.,  131 obs. used.

Mean of dependent variable       -6.287746380

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.017564249       0.377891820   0.04648     1.000000
14105 LAIDAR  ( -1)       0.911290526       0.033544575  27.16655    -6.313978
14103 PIDAR   (  0)      -0.509363773       0.368703386  -1.38150     1.082610

SE of equation            =     0.490984859
Sum of squared residuals  =  30.8564649       0.122479804E-11
Average absolute error    =     0.321937105
Sum of ABS residuals      =  42.1737608    
R squared                 =   0.87461
Durbin-Watson statistic   =   2.68293
SMPL and No. Obs.         = 1980.2   2012.4    131

Plot of actual(*) and fitted(+) values and residuals(0)


 1980.2!        +      *                      !!           .  .  .  0        !
 1980.3!               +*                     !!           .  .0 .           !
 1980.4!                 +                    !!           .  0  .           !
 1981.1! *                +                   !0           .  .  .           !
 1981.2!   +         *                        !!           .  .  .    0      !
 1981.3!           *  +                       !!           .0 .  .           !
 1981.4!            +                         !!           .  0  .           !
 1982.1!        *    +                        !!          0.  .  .           !
 1982.2!         +*                           !!           .  .0 .           !
 1982.3!    *      +                          !!        0  .  .  .           !
 1982.4!      +    *                          !!           .  .  .0          !
 1983.1!       *    +                         !!          0.  .  .           !
 1983.2!      * +                             !!           .0 .  .           !
 1983.3!       +*                             !!           .  .0 .           !
 1983.4!         +     *                      !!           .  .  .  0        !
 1984.1!          *     +                     !!         0 .  .  .           !
 1984.2!        *  +                          !!           0  .  .           !
 1984.3! *       +                            !!       0   .  .  .           !
 1984.4!  +    *                              !!           .  .  .0          !
 1985.1! *      +                             !!        0  .  .  .           !
 1985.2!   +                                  !!           .  .0 .           !
 1985.3!   * +                                !!           .0 .  .           !
 1985.4!    +                                 !!           .  0  .           !
 1986.1*      +                               !!        0  .  .  .           !
 1986.2! +            *                       !!           .  .  .       0   !
 1986.3!         *     +                      !!         0 .  .  .           !
 1986.4!           +    *                     !!           .  .  . 0         !
 1987.1!            *     +                   !!         0 .  .  .           !
 1987.2!              +                       !!           .  0  .           !
 1987.3!        *      +                      !!        0  .  .  .           !
 1987.4!         +   *                        !!           .  .  0           !
 1988.1!            * +                       !!           .0 .  .           !
 1988.2!            *+                        !!           . 0.  .           !
 1988.3!           *+                         !!           . 0.  .           !
 1988.4!            +*                        !!           .  .0 .           !
 1989.1!             +   *                    !!           .  .  0           !
 1989.2!                *+                    !!           . 0.  .           !
 1989.3!      *         +                     !!      0    .  .  .           !
 1989.4!       +       *                      !!           .  .  .   0       !
 1990.1!                +*                    !!           .  .0 .           !
 1990.2!          *       +                   !!        0  .  .  .           !
 1990.3!           +   *                      !!           .  .  0           !
 1990.4!                +   *                 !!           .  .  0           !
 1991.1!                    +   *             !!           .  .  0           !
 1991.2!                       +*             !!           .  0  .           !
 1991.3!                        +             !!           . 0.  .           !
 1991.4!                        +             !!           .  0  .           !
 1992.1!                        +             !!           .  0  .           !
 1992.2!                      * +             !!           .0 .  .           !
 1992.3!                       + *            !!           .  . 0.           !
 1992.4!                        *+            !!           . 0.  .           !
 1993.1!                     *  +             !!           .0 .  .           !
 1993.2!                      + *             !!           .  . 0.           !
 1993.3!                       *+             !!           . 0.  .           !
 1993.4!                       + *            !!           .  .0 .           !
 1994.1!                       * +            !!           .0 .  .           !
 1994.2!                       +              !!           .  0  .           !
 1994.3!                       +     *        !!           .  .  . 0         !
 1994.4!                           * +        !!           .0 .  .           !
 1995.1!                     *     +          !!        0  .  .  .           !
 1995.2!                      +*              !!           .  .0 .           !
 1995.3!                       + *            !!           .  .0 .           !
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 1996.3!                        * +           !!           .0 .  .           !
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 1997.2!                         *+           !!           . 0.  .           !
 1997.3!                         + *          !!           .  . 0.           !
 1997.4!                           + *        !!           .  .0 .           !
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 2001.1!                              +       !!           .  0  .           !
 2001.2!                              +       !!           .  0  .           !
 2001.3!                              +*      !!           .  .0 .           !
 2001.4!                               + *    !!           .  .0 .           !
 2002.1!                                 +  * !!           .  .  0           !
 2002.2!                                   *+ !!           .  0  .           !
 2002.3!                                   +  !!           .  0  .           !
 2002.4!                                  *+  !!           .  0  .           !
 2003.1!                                  +   !!           .  0  .           !
 2003.2!                                 *+   !!           . 0.  .           !
 2003.3!                                *+    !!           .  0  .           !
 2003.4!                                +     !!           .  0  .           !
 2004.1!                                +  *  !!           .  .  0           !
 2004.2!                                  *+  !!           .  0  .           !
 2004.3!                                  +   !!           .  0  .           !
 2004.4!                                 +*   !!           .  .0 .           !
 2005.1!                                  + * !!           .  . 0.           !
 2005.2!                                  * + !!           .0 .  .           !
 2005.3!                                 +    !!           .  0  .           !
 2005.4!                                 +    !!           .  .0 .           !
 2006.1!                                 +    !!           .  0  .           !
 2006.2!                                 +    !!           .  0  .           !
 2006.3!                                +     !!           .  0  .           !
 2006.4!                               +*     !!           .  0  .           !
 2007.1!                               +  *   !!           .  . 0.           !
 2007.2!                                 +    !!           .  0  .           !
 2007.3!                                +     !!           .  0  .           !
 2007.4!                               +*     !!           .  .0 .           !
 2008.1!                               +      !!           .  0  .           !
 2008.2!                              +*      !!           .  .0 .           !
 2008.3!                               +  *   !!           .  .  0           !
 2008.4!                                  +   *!           .  .  .0          !
 2009.1!                                *    +!!          0.  .  .           !
 2009.2!                                +     !!           .  0  .           !
 2009.3!                               +  *   !!           .  . 0.           !
 2009.4!                                 +    !!           .  0  .           !
 2010.1!                               *+     !!           . 0.  .           !
 2010.2!                              + *     !!           .  . 0.           !
 2010.3!                               + *    !!           .  .0 .           !
 2010.4!                               + *    !!           .  .0 .           !
 2011.1!                              *+      !!           . 0.  .           !
 2011.2!                            + *       !!           .  . 0.           !
 2011.3!                             + *      !!           .  . 0.           !
 2011.4!                              + *     !!           .  . 0.           !
 2012.1!                               +*     !!           .  .0 .           !
 2012.2!                              + *     !!           .  .0 .           !
 2012.3!                               +   *  !!           .  .  .0          !
 2012.4!                                 +    !!           .  0  .           !


     22.90 percent of the residuals exceed 1 SE
      5.34 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAAR=MAPX$Q/ARPMM;                                                     
 GENR LAAMAAR=LOG(AAMAAR+.00001);                                             
 GENR LAMAAR=LOG(AMAAR+.00001);                                               
 LHS AAMAAR=EXP(LAAMAAR)-.00001;                                              
  EQ 1968 LAAMAAR C LAMAAR(-1) PMAAR;                                         
EQUATION 1233  LAAMAAR  
   RHS     C  LAMAAR(-1)  PMAAR  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST 1233 PLOT=0;END;                                                     

Equation number = 1233
**********************

Dependent variable = LAAMAAR 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -5.826187250

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.451883064       0.265902774  -5.46020     1.000000
14108 LAMAAR  ( -1)       0.689380294       0.051242278  13.45335    -5.828128
14106 PMAAR   (  0)      -0.296151412       0.074405226  -3.98025     1.203801

SE of equation            =     0.287458108
Sum of squared residuals  =  14.7911573      -0.640900666E-10
Average absolute error    =     0.214235966
Sum of ABS residuals      =  38.9909458    
R squared                 =   0.65256
Durbin-Watson statistic   =   2.41956
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3!                          +   *       !!          .   .   0          !
 1967.4!                          +    *      !!          .   .   0          !
 1968.1!                           +   *      !!          .   .   0          !
 1968.2!                            + *       !!          .   . 0 .          !
 1968.3!                            +  *      !!          .   .  0.          !
 1968.4!                             +  *     !!          .   .  0.          !
 1969.1!                             +    *   !!          .   .   0          !
 1969.2!                              + *     !!          .   .0  .          !
 1969.3!                             +  *     !!          .   . 0 .          !
 1969.4!                             + *      !!          .   . 0 .          !
 1970.1!                           *+         !!          .  0.   .          !
 1970.2!                       * +            !!          .  0.   .          !
 1970.3!                      +*              !!          .   .0  .          !
 1970.4!                       + *            !!          .   . 0 .          !
 1971.1!                        +             !!          .   0   .          !
 1971.2!                       +*             !!          .   .0  .          !
 1971.3!                        +*            !!          .   .0  .          !
 1971.4!                        + *           !!          .   .0  .          !
 1972.1!                        *+            !!          .  0.   .          !
 1972.2!                        + *           !!          .   .0  .          !
 1972.3!                         *+           !!          .   0   .          !
 1972.4!                          +*          !!          .   .0  .          !
 1973.1!                          + *         !!          .   .0  .          !
 1973.2!                          + *         !!          .   . 0 .          !
 1973.3!                          +           !!          .   0   .          !
 1973.4!                        +*            !!          .   .0  .          !
 1974.1!                     +     *          !!          .   .   .0         !
 1974.2!                      +*              !!          .   .0  .          !
 1974.3!                   *+                 !!          .  0.   .          !
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 1975.1!              *  +                    !!          . 0 .   .          !
 1975.2!     *          +                     !!     0    .   .   .          !
 1975.3!          +           *               !!          .   .   .     0    !
 1975.4!                     + *              !!          .   . 0 .          !
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 1977.3!                * +                   !!          . 0 .   .          !
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 1978.1!        *           +                 !!    0     .   .   .          !
 1978.2!            +   *                     !!          .   .  0.          !
 1978.3!                 +*                   !!          .   .0  .          !
 1978.4!               *  +                   !!          . 0 .   .          !
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 1979.2!                   * +                !!          . 0 .   .          !
 1979.3!                *  +                  !!          . 0 .   .          !
 1979.4*                 +                    !0          .   .   .          !
 1980.1!     +   *                            !!          .   .  0.          !
 1980.2!        *   +                         !!          .0  .   .          !
 1980.3!        *   +                         !!          .0  .   .          !
 1980.4!      *    +                          !!         0.   .   .          !
 1981.1!     *    +                           !!          0   .   .          !
 1981.2!  *      +                            !!        0 .   .   .          !
 1981.3!     * +                              !!          . 0 .   .          !
 1981.4!        *+                            !!          .  0.   .          !
 1982.1!           +*                         !!          .   .0  .          !
 1982.2!            * +                       !!          . 0 .   .          !
 1982.3!              +        *              !!          .   .   .  0       !
 1982.4!                  *   +               !!          0   .   .          !
 1983.1!                   +*                 !!          .   .0  .          !
 1983.2!                     +*               !!          .   .0  .          !
 1983.3!                   * +                !!          . 0 .   .          !
 1983.4!                   + *                !!          .   .0  .          !
 1984.1!                 * +                  !!          . 0 .   .          !
 1984.2!                +       *             !!          .   .   .  0       !
 1984.3!                      + *             !!          .   . 0 .          !
 1984.4!        *             +               !!  0       .   .   .          !
 1985.1!            +   *                     !!          .   .   0          !
 1985.2!                +                     !!          .  0.   .          !
 1985.3!              *  +                    !!          .0  .   .          !
 1985.4!                +    *                !!          .   .  0.          !
 1986.1!                      +*              !!          .   .0  .          !
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 1986.3!                             +        !!          .   .0  .          !
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 1987.4!                            +         !!          .   0   .          !
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 1988.4!                         +     *      !!          .   .   .0         !
 1989.1!                           *  +       !!          .0  .   .          !
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 1989.3!                        +   *         !!          .   .   0          !
 1989.4!                       *    +         !!         0.   .   .          !
 1990.1!                       * +            !!          . 0 .   .          !
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 1990.4!                        *      +      !!        0 .   .   .          !
 1991.1!                   *      +           !!         0.   .   .          !
 1991.2!                      +*              !!          .   .0  .          !
 1991.3!                         +*           !!          .   .0  .          !
 1991.4!                    *       +         !!        0 .   .   .          !
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 1992.2!                     *  +             !!          .0  .   .          !
 1992.3!                       *+             !!          .   0   .          !
 1992.4!           *             +            !!   0      .   .   .          !
 1993.1!                 +  *                 !!          .   .  0.          !
 1993.2!                   *  +               !!          .0  .   .          !
 1993.3!                      +  *            !!          .   .  0.          !
 1993.4!                       *   +          !!          .0  .   .          !
 1994.1!                         +    *       !!          .   .   .0         !
 1994.2!                           *  +       !!          . 0 .   .          !
 1994.3!                         * +          !!          . 0 .   .          !
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 1995.4!                      * +             !!          . 0 .   .          !
 1996.1!                       +*             !!          .   .0  .          !
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 1996.4!                       *    +         !!         0.   .   .          !
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 2000.2!                            *  +      !!          . 0 .   .          !
 2000.3!                            +       * !!          .   .   .  0       !
 2000.4!                            *    +    !!          0   .   .          !
 2001.1!                           +*         !!          .   .0  .          !
 2001.2!                     *     +          !!         0.   .   .          !
 2001.3!                      + *             !!          .   . 0 .          !
 2001.4!                    *   +             !!          0   .   .          !
 2002.1!                    *+                !!          .  0.   .          !
 2002.2!                     + *              !!          .   .0  .          !
 2002.3!                      * +             !!          . 0 .   .          !
 2002.4!                       +              !!          .   0   .          !
 2003.1!                       *+             !!          .   0   .          !
 2003.2!                        +     *       !!          .   .   .0         !
 2003.3!                          *  +        !!          .0  .   .          !
 2003.4!                          +*          !!          .   .0  .          !
 2004.1!                           +*         !!          .   .0  .          !
 2004.2!                           *+         !!          .  0.   .          !
 2004.3!                         * +          !!          .  0.   .          !
 2004.4!                         *+           !!          .  0.   .          !
 2005.1!                          +   *       !!          .   .   0          !
 2005.2!                            * +       !!          .  0.   .          !
 2005.3!                            +    *    !!          .   .   0          !
 2005.4!                             *  +     !!          . 0 .   .          !
 2006.1!                             +  *     !!          .   . 0 .          !
 2006.2!                             * +      !!          .  0.   .          !
 2006.3!                             +     *  !!          .   .   .0         !
 2006.4!                              *  +    !!          .0  .   .          !
 2007.1!                             +    *   !!          .   .   0          !
 2007.2!                                +*    !!          .   0   .          !
 2007.3!                                + *   !!          .   . 0 .          !
 2007.4!                                *+    !!          .   0   .          !
 2008.1!                                + *   !!          .   . 0 .          !
 2008.2!                                *+    !!          .  0.   .          !
 2008.3!                               *+     !!          .  0.   .          !
 2008.4!                            * +       !!          . 0 .   .          !
 2009.1!                            +*        !!          .   .0  .          !
 2009.2!                             +*       !!          .   .0  .          !
 2009.3!                              +       !!          .   0   .          !
 2009.4!                              +       !!          .   0   .          !
 2010.1!                              +  *    !!          .   .  0.          !
 2010.2!                              * +     !!          . 0 .   .          !
 2010.3!                              +       !!          .   0   .          !
 2010.4!                             *+       !!          .   0   .          !
 2011.1!                              +       *!          .   .   .  0       !
 2011.2!                                 *  + !!          . 0 .   .          !
 2011.3!                                +     !!          .   0   .          !
 2011.4!                             *  +     !!          . 0 .   .          !
 2012.1!                             +   *    !!          .   .  0.          !
 2012.2!                                +     *!          .   .   .0         !
 2012.3!                                   +  !!          .   0   .          !
 2012.4!                                 + *  !!          .   . 0 .          !


     25.27 percent of the residuals exceed 1 SE
      3.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPAAR=PAPX$Q/ARPMM;                                                     
 GENR LAAPAAR=LOG(AAPAAR+.00001);                                             
 GENR LAPAAR=LOG(APAAR+.00001);                                               
 LHS AAPAAR=EXP(LAAPAAR)-.00001;                                              
  EQ 1969 LAAPAAR C LAPAAR(-1) PPAAR;                                         
EQUATION 1234  LAAPAAR  
   RHS     C  LAPAAR(-1)  PPAAR  
 SMPL 1977.3 2012.4;                                                          
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
 OLS;EST 1234 PLOT=0;END;                                                     

Equation number = 1234
**********************

Dependent variable = LAAPAAR 

 1977.3 -   2012.4,    0 missing obs.,  142 obs. used.

Mean of dependent variable       -8.026692673

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.214727169       0.292409191  -0.73434     1.000000
14111 LAPAAR  ( -1)       0.791536787       0.045288311  17.47773    -8.037926
14109 PPAAR   (  0)      -1.166546733       0.295975747  -3.94136     1.242686

SE of equation            =     0.518653776
Sum of squared residuals  =  37.3912418      -0.105710996E-10
Average absolute error    =     0.358380171
Sum of ABS residuals      =  50.8899843    
R squared                 =   0.85023
Durbin-Watson statistic   =   2.13677
SMPL and No. Obs.         = 1977.3   2012.4    142

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.3!            *  +                      !!          .0  .   .          !
 1977.4!           +          *               !!          .   .   .    0     !
 1978.1!                   +                  !!          .   0   .          !
 1978.2!             *    +                   !!          0   .   .          !
 1978.3!           +                          !!          .  0.   .          !
 1978.4!         +*                           !!          .   .0  .          !
 1979.1!          +                           !!          .   0   .          !
 1979.2!         +   *                        !!          .   .   0          !
 1979.3!       *     +                        !!        0 .   .   .          !
 1979.4!      * +                             !!          .  0.   .          !
 1980.1!       *+                             !!          .   0   .          !
 1980.2!         +     *                      !!          .   .   .0         !
 1980.3!     *         +                      !!     0    .   .   .          !
 1980.4!   *   +                              !!          .0  .   .          !
 1981.1!      +   *                           !!          .   .   0          !
 1981.2!         +                            !!          .   0   .          !
 1981.3!    *   +                             !!          .0  .   .          !
 1981.4!    +                                 !!          .   0   .          !
 1982.1!     +     *                          !!          .   .   . 0        !
 1982.2!            + *                       !!          .   . 0 .          !
 1982.3!             +    *                   !!          .   .   0          !
 1982.4!         *       +                    !!      0   .   .   .          !
 1983.1!          *+                          !!          .  0.   .          !
 1983.2!           +      *                   !!          .   .   . 0        !
 1983.3!             *   +                    !!          0   .   .          !
 1983.4!            +*                        !!          .   0   .          !
 1984.1!            +                         !!          .   0   .          !
 1984.2!           +                          !!          .   0   .          !
 1984.3!    *      +                          !!        0 .   .   .          !
 1984.4! *    +                               !!          0   .   .          !
 1985.1!     +*                               !!          .   0   .          !
 1985.2!        +                             !!          .   0   .          !
 1985.3!*         +                           !!     0    .   .   .          !
 1985.4!    +                *                !!          .   .   .          0
 1986.1!                    +         *       !!          .   .   .    0     !
 1986.2!                   *       +          !!      0   .   .   .          !
 1986.3!         *        +                   !!       0  .   .   .          !
 1986.4!          +   *                       !!          .   .  0.          !
 1987.1!         *    +                       !!          0   .   .          !
 1987.2!           + *                        !!          .   . 0 .          !
 1987.3!            *  +                      !!          .0  .   .          !
 1987.4!           * +                        !!          . 0 .   .          !
 1988.1!             +   *                    !!          .   .  0.          !
 1988.2!            *     +                   !!         0.   .   .          !
 1988.3!             *+                       !!          .  0.   .          !
 1988.4!      *         +                     !!      0   .   .   .          !
 1989.1!           +*                         !!          .   .0  .          !
 1989.2!               + *                    !!          .   . 0 .          !
 1989.3!     *             +                  !!  0       .   .   .          !
 1989.4*        +                             !!      0   .   .   .          !
 1990.1!    +          *                      !!          .   .   .    0     !
 1990.2!        *         +                   !!     0    .   .   .          !
 1990.3!       *    +                         !!          0   .   .          !
 1990.4!          * +                         !!          . 0 .   .          !
 1991.1!               +       *              !!          .   .   .  0       !
 1991.2!                        +  *          !!          .   . 0 .          !
 1991.3!                          *+          !!          .  0.   .          !
 1991.4!                           +    *     !!          .   .   0          !
 1992.1!                               * +    !!          . 0 .   .          !
 1992.2!                                +*    !!          .   .0  .          !
 1992.3!                               * +    !!          . 0 .   .          !
 1992.4!                           *    +     !!          0   .   .          !
 1993.1!                             +*       !!          .   . 0 .          !
 1993.2!                               + *    !!          .   .0  .          !
 1993.3!                                 + *  !!          .   . 0 .          !
 1993.4!                                  *+  !!          .  0.   .          !
 1994.1!                              *   +   !!          0   .   .          !
 1994.2!                               + *    !!          .   . 0 .          !
 1994.3!                              * +     !!          . 0 .   .          !
 1994.4!                             +        !!          .  0.   .          !
 1995.1!                          *+          !!          .  0.   .          !
 1995.2!                         +    *       !!          .   .   0          !
 1995.3!                      *     +         !!        0 .   .   .          !
 1995.4!                       +    *         !!          .   .   .0         !
 1996.1!                            +         !!          .   0   .          !
 1996.2!                            +  *      !!          .   .  0.          !
 1996.3!                             +        !!          .  0.   .          !
 1996.4!                             + *      !!          .   . 0 .          !
 1997.1!                              +       !!          .   0   .          !
 1997.2!                              +    *  !!          .   .   .0         !
 1997.3!                               *+     !!          .  0.   .          !
 1997.4!                             + *      !!          .   . 0 .          !
 1998.1!                            + *       !!          .   . 0 .          !
 1998.2!                            +    *    !!          .   .   0          !
 1998.3!                              +  *    !!          .   .  0.          !
 1998.4!                              +  *    !!          .   . 0 .          !
 1999.1!                              +   *   !!          .   .   0          !
 1999.2!                               +   *  !!          .   .   0          !
 1999.3!                                + *   !!          .   . 0 .          !
 1999.4!                                 +    !!          .   .0  .          !
 2000.1!                                +     !!          .   0   .          !
 2000.2!                               +   *  !!          .   .   0          !
 2000.3!                                 +*   !!          .   .0  .          !
 2000.4!                                 +    !!          .   .0  .          !
 2001.1!                                +  *  !!          .   .  0.          !
 2001.2!                                  +  *!!          .   .  0.          !
 2001.3!                                   +* !!          .   0   .          !
 2001.4!                                 *+   !!          .  0.   .          !
 2002.1!                          *     +     !!         0.   .   .          !
 2002.2!                   *       +          !!       0  .   .   .          !
 2002.3!                     +   *            !!          .   .   0          !
 2002.4!                           +*         !!          .   .0  .          !
 2003.1!                             +*       !!          .   .0  .          !
 2003.2!                              +    *  !!          .   .   0          !
 2003.3!                                  +*  !!          .   .0  .          !
 2003.4!                                  +   !!          .   0   .          !
 2004.1!                                 +  * !!          .   . 0 .          !
 2004.2!                                   + *!!          .   . 0 .          !
 2004.3!                                    +*!!          .   .0  .          !
 2004.4!                                   *+ !!          .  0.   .          !
 2005.1!                                   +* !!          .   .0  .          !
 2005.2!                                   +* !!          .   .0  .          !
 2005.3!                                    + *!          .   . 0 .          !
 2005.4!                                     *+!          .   0   .          !
 2006.1!                                   * +!!          . 0 .   .          !
 2006.2!                                    + !!          .   0   .          !
 2006.3!                                    + !!          .   0   .          !
 2006.4!                                    + !!          .   0   .          !
 2007.1!                                   *+ !!          . 0 .   .          !
 2007.2!                                   *+ !!          .  0.   .          !
 2007.3!                                   *+ !!          .   0   .          !
 2007.4!                                   *+ !!          .  0.   .          !
 2008.1!                                  * + !!          .  0.   .          !
 2008.2!                                  *+  !!          .  0.   .          !
 2008.3!                                   +  !!          .   0   .          !
 2008.4!                                   *+ !!          .  0.   .          !
 2009.1!                               *  +   !!          .0  .   .          !
 2009.2!                                +  *  !!          .   . 0 .          !
 2009.3!                                 * +  !!          . 0 .   .          !
 2009.4!                                 *+   !!          .  0.   .          !
 2010.1!                                * +   !!          .  0.   .          !
 2010.2!                                 +    !!          .   0   .          !
 2010.3!                                 +    !!          .   0   .          !
 2010.4!                                +     !!          .   0   .          !
 2011.1!                                +     !!          .   0   .          !
 2011.2!                                +*    !!          .   .0  .          !
 2011.3!                                +*    !!          .   0   .          !
 2011.4!                                +     !!          .   0   .          !
 2012.1!                               +*     !!          .   .0  .          !
 2012.2!                               + *    !!          .   . 0 .          !
 2012.3!                                + *   !!          .   . 0 .          !
 2012.4!                                 +    !!          .   0   .          !


     24.65 percent of the residuals exceed 1 SE
      7.04 percent of the residuals exceed 2 SE
@EQ  1970 LAAPHAR C LAPHAR(-1) PPHAR;SMPL 1991.1 2012.4;OLS;EST 1970 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHAR=THPX$Q/ARPMM;                                                     
 GENR LAATHAR=LOG(AATHAR+.00001);                                             
 GENR LATHAR=LOG(ATHAR+.00001);                                               
 LHS AATHAR=EXP(LAATHAR)-.00001;                                              
  EQ 1971 LAATHAR C LATHAR(-1) PTHAR;                                         
EQUATION 1235  LAATHAR  
   RHS     C  LATHAR(-1)  PTHAR  
 SMPL 1990.2 2012.4;                                                          
Sample period is now  1990.2 to  2012.4 Internally:   154 to   244
 OLS;EST 1235 PLOT=0;END;                                                     

Equation number = 1235
**********************

Dependent variable = LAATHAR 

 1990.2 -   2012.4,    0 missing obs.,   91 obs. used.

Mean of dependent variable       -5.634678083

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.290282431       0.822592712   0.35289     1.000000
14114 LATHAR  ( -1)       0.862516438       0.041025816  21.02375    -5.692530
14112 PTHAR   (  0)      -0.950851968       0.726733142  -1.30839     1.067527

SE of equation            =     0.448214968
Sum of squared residuals  =  17.6789059       0.248956411E-11
Average absolute error    =     0.277139275
Sum of ABS residuals      =  25.2196740    
R squared                 =   0.83398
Durbin-Watson statistic   =   2.57404
SMPL and No. Obs.         = 1990.2   2012.4     91

Plot of actual(*) and fitted(+) values and residuals(0)


 1990.2!   +*                                 !!          .   .0  .          !
 1990.3*        +                             !!   0      .   .   .          !
 1990.4!    +  *                              !!          .   .   0          !
 1991.1!           +            *             !!          .   .   .          0
 1991.2!            *            +            !0          .   .   .          !
 1991.3!               +   *                  !!          .   .   .0         !
 1991.4!                  *  +                !!          .0  .   .          !
 1992.1!                    +*                !!          .   0   .          !
 1992.2!                *     +               !!      0   .   .   .          !
 1992.3!          *       +                   !!     0    .   .   .          !
 1992.4!             +    *                   !!          .   .   .0         !
 1993.1!                    + *               !!          .   . 0 .          !
 1993.2!                       +              !!          .   0   .          !
 1993.3!                        +*            !!          .   .0  .          !
 1993.4!                      *   +           !!          0   .   .          !
 1994.1!                        +             !!          .   .0  .          !
 1994.2!                      *  +            !!          0   .   .          !
 1994.3!                       +*             !!          .   .0  .          !
 1994.4!                        *+            !!          .  0.   .          !
 1995.1!                      *  +            !!          .0  .   .          !
 1995.2!                      *+              !!          . 0 .   .          !
 1995.3!                       +*             !!          .   .0  .          !
 1995.4!                        +             !!          .   0   .          !
 1996.1!                       *+             !!          .  0.   .          !
 1996.2!                       +              !!          .  0.   .          !
 1996.3!                       +*             !!          .   .0  .          !
 1996.4!                        +             !!          .   .0  .          !
 1997.1!                       *+             !!          .  0.   .          !
 1997.2!                      *+              !!          . 0 .   .          !
 1997.3!                      +   *           !!          .   .   0          !
 1997.4!                          +           !!          .   0   .          !
 1998.1!                         *+           !!          .  0.   .          !
 1998.2!                         +            !!          .   0   .          !
 1998.3!                         + *          !!          .   .0  .          !
 1998.4!                          *+          !!          .  0.   .          !
 1999.1!                          +           !!          .   0   .          !
 1999.2!                          +*          !!          .   .0  .          !
 1999.3!                           +*         !!          .   .0  .          !
 1999.4!                          * +         !!          . 0 .   .          !
 2000.1!                         * +          !!          . 0 .   .          !
 2000.2!                         + *          !!          .   . 0 .          !
 2000.3!                           + *        !!          .   . 0 .          !
 2000.4!                            *+        !!          .  0.   .          !
 2001.1!                           *+         !!          . 0 .   .          !
 2001.2!                           +*         !!          .   0   .          !
 2001.3!                            + *       !!          .   .  0.          !
 2001.4!                             *+       !!          .  0.   .          !
 2002.1!                      *      +        !!     0    .   .   .          !
 2002.2!                       +   *          !!          .   .   .0         !
 2002.3!                     *     +          !!       0  .   .   .          !
 2002.4!                     *+               !!          .  0.   .          !
 2003.1!                      +   *           !!          .   .   0          !
 2003.2!                        * +           !!          .0  .   .          !
 2003.3!                         + *          !!          .   . 0 .          !
 2003.4!                           +*         !!          .   0   .          !
 2004.1!                           *+         !!          .  0.   .          !
 2004.2!                            +         !!          .   0   .          !
 2004.3!                           *+         !!          .  0.   .          !
 2004.4!                            +    *    !!          .   .   . 0        !
 2005.1!                                 + *  !!          .   . 0 .          !
 2005.2!                                   +  !!          .   0   .          !
 2005.3!                                  + * !!          .   . 0 .          !
 2005.4!                                  * + !!          . 0 .   .          !
 2006.1!                                  + * !!          .   . 0 .          !
 2006.2!                                   +* !!          .   0   .          !
 2006.3!                                   +* !!          .   .0  .          !
 2006.4!                                   *+ !!          .   0   .          !
 2007.1!                                   +  !!          .   0   .          !
 2007.2!                                  +*  !!          .   0   .          !
 2007.3!                                  +*  !!          .   .0  .          !
 2007.4!                                  *+  !!          .  0.   .          !
 2008.1!                                  +   !!          .   0   .          !
 2008.2!                                * +   !!          .0  .   .          !
 2008.3!                                +*    !!          .   .0  .          !
 2008.4!                                 +*   !!          .   .0  .          !
 2009.1!                                 + *  !!          .   .  0.          !
 2009.2!                                  +*  !!          .   .0  .          !
 2009.3!                                  +   !!          .   0   .          !
 2009.4!                                 +*   !!          .   .0  .          !
 2010.1!                                 + *  !!          .   .  0.          !
 2010.2!                                  +*  !!          .   .0  .          !
 2010.3!                                  +*  !!          .   .0  .          !
 2010.4!                                  +   !!          .   0   .          !
 2011.1!                                 + *  !!          .   .0  .          !
 2011.2!                                  +   !!          .   0   .          !
 2011.3!                                  +*  !!          .   . 0 .          !
 2011.4!                                   +  !!          .   .0  .          !
 2012.1!                                  +  *!!          .   .  0.          !
 2012.2!                                    +*!!          .   . 0 .          !
 2012.3!                                    + *!          .   . 0 .          !
 2012.4!                                    +*!!          .   0   .          !


     17.58 percent of the residuals exceed 1 SE
      6.59 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHAR=CHPX$Q/ARPMM;                                                     
 GENR LAACHAR=LOG(AACHAR+.00001);                                             
 GENR LACHAR=LOG(ACHAR+.00001);                                               
 LHS AACHAR=EXP(LAACHAR)-.00001;                                              
  EQ 1972 LAACHAR C LACHAR(-1) PCHAR;                                         
EQUATION 1236  LAACHAR  
   RHS     C  LACHAR(-1)  PCHAR  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1236 PLOT=0;END;                                                     

Equation number = 1236
**********************

Dependent variable = LAACHAR 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.451297618

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       1.199760056       0.528189469   2.27146     1.000000
14117 LACHAR  ( -1)       0.908625078       0.034636254  26.23335    -4.480596
14115 PCHAR   (  0)      -1.431472291       0.574476400  -2.49179     1.103672

SE of equation            =     0.453863850
Sum of squared residuals  =  25.3370645       0.182700521E-10
Average absolute error    =     0.313282980
Sum of ABS residuals      =  39.4736555    
R squared                 =   0.93766
Durbin-Watson statistic   =   2.32504
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!            *   +                     !!        0 .   .   .          !
 1981.4!        *   +                         !!      0   .   .   .          !
 1982.1!        +                             !!          .   .0  .          !
 1982.2!         +*                           !!          .   . 0 .          !
 1982.3!         +                            !!          .   0   .          !
 1982.4! *        +                           !!0         .   .   .          !
 1983.1!  +    *                              !!          .   .   .  0       !
 1983.2!     * +                              !!          . 0 .   .          !
 1983.3!  *  +                                !!        0 .   .   .          !
 1983.4!  +     *                             !!          .   .   .     0    !
 1984.1!        +*                            !!          .   . 0 .          !
 1984.2!       * +                            !!          .0  .   .          !
 1984.3!   *   +                              !!        0 .   .   .          !
 1984.4!    +                                 !!          .   .0  .          !
 1985.1!    +   *                             !!          .   .   .   0      !
 1985.2!   *    +                             !!      0   .   .   .          !
 1985.3*   +                                  !!        0 .   .   .          !
 1985.4!+       *                             !!          .   .   .        0 !
 1986.1!        +  *                          !!          .   .   0          !
 1986.2!           +*                         !!          .   . 0 .          !
 1986.3!          *  +                        !!          0   .   .          !
 1986.4!           + *                        !!          .   . 0 .          !
 1987.1!             *+                       !!          .  0.   .          !
 1987.2!     *         +                      !0          .   .   .          !
 1987.3!       +*                             !!          .   . 0 .          !
 1987.4!          +  *                        !!          .   .   .0         !
 1988.1!        *     +                       !!    0     .   .   .          !
 1988.2!         *+                           !!          .  0.   .          !
 1988.3!        * +                           !!          . 0 .   .          !
 1988.4!         +*                           !!          .   . 0 .          !
 1989.1!           +                          !!          .  0.   .          !
 1989.2!            +*                        !!          .   .0  .          !
 1989.3!   *         +                        !0          .   .   .          !
 1989.4!     +      *                         !!          .   .   .      0   !
 1990.1!             +                        !!          .   .0  .          !
 1990.2!            * +                       !!          0   .   .          !
 1990.3!            *+                        !!          . 0 .   .          !
 1990.4!              +  *                    !!          .   .   .0         !
 1991.1!               *  +                   !!         0.   .   .          !
 1991.2!               +                      !!          .   0   .          !
 1991.3!                +  *                  !!          .   .   .0         !
 1991.4!                    + *               !!          .   .  0.          !
 1992.1!                   *   +              !!        0 .   .   .          !
 1992.2!                   *+                 !!          .  0.   .          !
 1992.3!                    + *               !!          .   .  0.          !
 1992.4!                      +               !!          .   0   .          !
 1993.1!                    *  +              !!          0   .   .          !
 1993.2!                     + *              !!          .   .  0.          !
 1993.3!                       + *            !!          .   .  0.          !
 1993.4!                         +            !!          .   .0  .          !
 1994.1!                      *  +            !!         0.   .   .          !
 1994.2!                      +*              !!          .   .0  .          !
 1994.3!                       +*             !!          .   .0  .          !
 1994.4!                        +*            !!          .   .0  .          !
 1995.1!                       * +            !!          0   .   .          !
 1995.2!                       +              !!          .   0   .          !
 1995.3!                       +*             !!          .   .0  .          !
 1995.4!                        +*            !!          .   0   .          !
 1996.1!                      *  +            !!         0.   .   .          !
 1996.2!                      +*              !!          .   .0  .          !
 1996.3!                       + *            !!          .   .  0.          !
 1996.4!                         +            !!          .   0   .          !
 1997.1!                      *  +            !!          0   .   .          !
 1997.2!                       +*             !!          .   . 0 .          !
 1997.3!                        +*            !!          .   . 0 .          !
 1997.4!                         +            !!          .   0   .          !
 1998.1!                      *  +            !!          .0  .   .          !
 1998.2!                      +  *            !!          .   .   0          !
 1998.3!                        + *           !!          .   .  0.          !
 1998.4!                          +           !!          .   0   .          !
 1999.1!                        * +           !!          0   .   .          !
 1999.2!                       + *            !!          .   .  0.          !
 1999.3!                        +  *          !!          .   .  0.          !
 1999.4!                          +           !!          .   .0  .          !
 2000.1!                          +           !!          .   0   .          !
 2000.2!                         + *          !!          .   .  0.          !
 2000.3!                          + *         !!          .   .  0.          !
 2000.4!                           +          !!          .  0.   .          !
 2001.1!                          +           !!          .   0   .          !
 2001.2!                         + *          !!          .   .   0          !
 2001.3!                          +   *       !!          .   .   .0         !
 2001.4!                            +         !!          .  0.   .          !
 2002.1!                       *  +           !!         0.   .   .          !
 2002.2!                       + *            !!          .   .  0.          !
 2002.3!                        +  *          !!          .   .   .0         !
 2002.4!                          +*          !!          .   . 0 .          !
 2003.1!                          +           !!          .   0   .          !
 2003.2!                          + *         !!          .   .   0          !
 2003.3!                            +*        !!          .   . 0 .          !
 2003.4!                             +        !!          .   .0  .          !
 2004.1!                           *+         !!          .0  .   .          !
 2004.2!                           +  *       !!          .   .   .0         !
 2004.3!                              +       !!          .   .0  .          !
 2004.4!                              +*      !!          .   . 0 .          !
 2005.1!                              *+      !!          .0  .   .          !
 2005.2!                              +*      !!          .   . 0 .          !
 2005.3!                               +*     !!          .   . 0 .          !
 2005.4!                                +     !!          .  0.   .          !
 2006.1!                               *+     !!          .  0.   .          !
 2006.2!                                +*    !!          .   .0  .          !
 2006.3!                                 +    !!          .   0   .          !
 2006.4!                                 +*   !!          .   .0  .          !
 2007.1!                                 *+   !!          .  0.   .          !
 2007.2!                                 + *  !!          .   . 0 .          !
 2007.3!                                   +  !!          .   .0  .          !
 2007.4!                                   *+ !!          .  0.   .          !
 2008.1!                                   *+ !!          .  0.   .          !
 2008.2!                                    + !!          .   .0  .          !
 2008.3!                                     +!!          .   0   .          !
 2008.4!                                   * +!!          .0  .   .          !
 2009.1!                                  *+  !!          .  0.   .          !
 2009.2!                                  +*  !!          .   . 0 .          !
 2009.3!                                   +* !!          .   .0  .          !
 2009.4!                                   *+ !!          .  0.   .          !
 2010.1!                                   +  !!          .   0   .          !
 2010.2!                                   +* !!          .   . 0 .          !
 2010.3!                                    +*!!          .   . 0 .          !
 2010.4!                                     *+!          . 0 .   .          !
 2011.1!                                    *+!!          .  0.   .          !
 2011.2!                                     +!!          .   0   .          !
 2011.3!                                     +*!          .   .0  .          !
 2011.4!                                      +!          .  0.   .          !
 2012.1!                                    * +!          .0  .   .          !
 2012.2!                                    +*!!          .   . 0 .          !
 2012.3!                                     +*!          .   . 0 .          !
 2012.4!                                     +*!          .   .0  .          !


     22.22 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRAR=BRPX$Q/ARPMM;                                                     
 GENR LAABRAR=LOG(AABRAR+.00001);                                             
 GENR LABRAR=LOG(ABRAR+.00001);                                               
 LHS AABRAR=EXP(LAABRAR)-.00001;                                              
  EQ 1973 LAABRAR C LABRAR(-1) PBRAR;                                         
EQUATION 1237  LAABRAR  
   RHS     C  LABRAR(-1)  PBRAR  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1237 PLOT=0;END;                                                     

Equation number = 1237
**********************

Dependent variable = LAABRAR 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -1.334528010

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.169128972       0.164834844  -1.02605     1.000000
14120 LABRAR  ( -1)       0.832126590       0.047429175  17.54461    -1.342560
14118 PBRAR   (  0)      -0.050875493       0.144478612  -0.35213     0.947793

SE of equation            =     0.177707182
Sum of squared residuals  =  3.88432063      -0.466349181E-11
Average absolute error    =     0.121522989
Sum of ABS residuals      =  15.3118966    
R squared                 =   0.72421
Durbin-Watson statistic   =   2.44857
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!  *   +                               !!          .0  .   .          !
 1981.4!      +   *                           !!          .   .  0.          !
 1982.1*            +                         !! 0        .   .   .          !
 1982.2!    +  *                              !!          .   .  0.          !
 1982.3!          +         *                 !!          .   .   .    0     !
 1982.4!                   * +                !!          . 0 .   .          !
 1983.1!      *             +                 !! 0        .   .   .          !
 1983.2!       * +                            !!          . 0 .   .          !
 1983.3!          +     *                     !!          .   .   .0         !
 1983.4!     *           +                    !!  0       .   .   .          !
 1984.1!        +  *                          !!          .   .  0.          !
 1984.2!             +    *                   !!          .   .   0          !
 1984.3!                *  +                  !!          .0  .   .          !
 1984.4!                 +                    !!          .   0   .          !
 1985.1!    *              +                  !! 0        .   .   .          !
 1985.2!        +       *                     !!          .   .   .   0      !
 1985.3!             *    +                   !!          0   .   .          !
 1985.4!               + *                    !!          .   .0  .          !
 1986.1!                *  +                  !!          .0  .   .          !
 1986.2!                 +  *                 !!          .   . 0 .          !
 1986.3!                 *   +                !!          0   .   .          !
 1986.4!    *             +                   !! 0        .   .   .          !
 1987.1!        +   *                         !!          .   .  0.          !
 1987.2!            * +                       !!          . 0 .   .          !
 1987.3!              +                       !!          .  0.   .          !
 1987.4!                +     *               !!          .   .   . 0        !
 1988.1!                   *   +              !!          0   .   .          !
 1988.2!                    + *               !!          .   .0  .          !
 1988.3!                      +*              !!          .   .0  .          !
 1988.4!                       +              !!          .   0   .          !
 1989.1!                   *    +             !!         0.   .   .          !
 1989.2!               *    +                 !!         0.   .   .          !
 1989.3!                 +      *             !!          .   .   .  0       !
 1989.4!                    *    +            !!          0   .   .          !
 1990.1!               *      +               !!        0 .   .   .          !
 1990.2!                 +    *               !!          .   .   .0         !
 1990.3!                   *   +              !!          0   .   .          !
 1990.4!           *        +                 !!     0    .   .   .          !
 1991.1!              +               *       !!          .   .   .          0
 1991.2!                             +        !!          .   0   .          !
 1991.3!                   *        +         !!      0   .   .   .          !
 1991.4!                 *   +                !!          .0  .   .          !
 1992.1!                   +     *            !!          .   .   . 0        !
 1992.2!                         *+           !!          .   0   .          !
 1992.3!                        *+            !!          .  0.   .          !
 1992.4!                         +   *        !!          .   .   0          !
 1993.1!                             +        !!          .   0   .          !
 1993.2!                          *  +        !!          . 0 .   .          !
 1993.3!                          *+          !!          .   0   .          !
 1993.4!                        * +           !!          . 0 .   .          !
 1994.1!                    *    +            !!         0.   .   .          !
 1994.2!                     +  *             !!          .   .  0.          !
 1994.3!                         + *          !!          .   . 0 .          !
 1994.4!                         *+           !!          . 0 .   .          !
 1995.1!                        *+            !!          .  0.   .          !
 1995.2!                        +             !!          .  0.   .          !
 1995.3!                        +  *          !!          .   .  0.          !
 1995.4!                         * +          !!          . 0 .   .          !
 1996.1!                        * +           !!          . 0 .   .          !
 1996.2!                        + *           !!          .   . 0 .          !
 1996.3!                          +*          !!          .   .0  .          !
 1996.4!                          *+          !!          .  0.   .          !
 1997.1!                         *+           !!          .  0.   .          !
 1997.2!                         +            !!          .   0   .          !
 1997.3!                         +    *       !!          .   .   .0         !
 1997.4!                          *  +        !!          .0  .   .          !
 1998.1!                          +*          !!          .   .0  .          !
 1998.2!                          *+          !!          .  0.   .          !
 1998.3!                          +*          !!          .   0   .          !
 1998.4!                          *+          !!          .   0   .          !
 1999.1!                         *+           !!          .  0.   .          !
 1999.2!                         +*           !!          .   .0  .          !
 1999.3!                          + *         !!          .   .0  .          !
 1999.4!                           +*         !!          .   .0  .          !
 2000.1!                           *+         !!          .  0.   .          !
 2000.2!                           +  *       !!          .   .  0.          !
 2000.3!                             +*       !!          .   .0  .          !
 2000.4!                              +       !!          .   0   .          !
 2001.1!                            *+        !!          .  0.   .          !
 2001.2!                            +  *      !!          .   .  0.          !
 2001.3!                              +*      !!          .   0   .          !
 2001.4!                              +       !!          .   0   .          !
 2002.1!                            *+        !!          .  0.   .          !
 2002.2!                            +*        !!          .   .0  .          !
 2002.3!                            +         *!          .   .   .    0     !
 2002.4!                                  * + !!          . 0 .   .          !
 2003.1!                                + *   !!          .   .0  .          !
 2003.2!                                 +  * !!          .   .   0          !
 2003.3!                                   + *!!          .   . 0 .          !
 2003.4!                                   + *!!          .   . 0 .          !
 2004.1!                                   + *!!          .   . 0 .          !
 2004.2!                                 * +  !!          . 0 .   .          !
 2004.3!                                +     *!          .   .   . 0        !
 2004.4!                                   *+ !!          .  0.   .          !
 2005.1!                                  +*  !!          .   . 0 .          !
 2005.2!                                  + * !!          .   . 0 .          !
 2005.3!                                  + * !!          .   . 0 .          !
 2005.4!                                  + * !!          .   . 0 .          !
 2006.1!                                 *+   !!          .  0.   .          !
 2006.2!                                +*    !!          .   .0  .          !
 2006.3!                                +   * !!          .   .   0          !
 2006.4!                                  +   !!          .  0.   .          !
 2007.1!                                +*    !!          .   .0  .          !
 2007.2!                                + *   !!          .   .0  .          !
 2007.3!                                +*    !!          .   .0  .          !
 2007.4!                                +     !!          .   .0  .          !
 2008.1!                               +      !!          .   0   .          !
 2008.2!                              + *     !!          .   .0  .          !
 2008.3!                               +*     !!          .   .0  .          !
 2008.4!                             * +      !!          . 0 .   .          !
 2009.1!                            +  *      !!          .   . 0 .          !
 2009.2!                              +*      !!          .   .0  .          !
 2009.3!                              +    *  !!          .   .   0          !
 2009.4!                                 +   *!!          .   .  0.          !
 2010.1!                                *  +  !!          .0  .   .          !
 2010.2!                              *+      !!          .  0.   .          !
 2010.3!                             +  *     !!          .   .  0.          !
 2010.4!                               +*     !!          .   .0  .          !
 2011.1!                            *  +      !!          .0  .   .          !
 2011.2!                           +*         !!          .   .0  .          !
 2011.3!                            + *       !!          .   . 0 .          !
 2011.4!                             +        !!          .   0   .          !
 2012.1!                           *+         !!          . 0 .   .          !
 2012.2!                        * +           !!          . 0 .   .          !
 2012.3!                        + *           !!          .   . 0 .          !
 2012.4!                          + *         !!          .   . 0 .          !


     19.84 percent of the residuals exceed 1 SE
      7.14 percent of the residuals exceed 2 SE
@EQ  1974 LAACEAR C LACEAR(-1) PCEAR;SMPL 1966.1 2012.4;OLS;EST 1974 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMEAR=MEPX$Q/ARPMM;                                                     
 GENR LAAMEAR=LOG(AAMEAR+.00001);                                             
 GENR LAMEAR=LOG(AMEAR+.00001);                                               
 LHS AAMEAR=EXP(LAAMEAR)-.00001;                                              
  EQ 1975 LAAMEAR C LAMEAR(-1) PMEAR;                                         
EQUATION 1238  LAAMEAR  
   RHS     C  LAMEAR(-1)  PMEAR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1238 PLOT=0;END;                                                     

Equation number = 1238
**********************

Dependent variable = LAAMEAR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.347806068

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.225664981       0.142420540  -1.58450     1.000000
14123 LAMEAR  ( -1)       0.913274111       0.036508601  25.01531    -4.358224
14121 PMEAR   (  0)      -0.122463156       0.161570787  -0.75795     1.158614

SE of equation            =     0.242307291
Sum of squared residuals  =  10.8618723       0.252233789E-10
Average absolute error    =     0.163915036
Sum of ABS residuals      =  30.8160268    
R squared                 =   0.86708
Durbin-Watson statistic   =   2.03218
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!         +  *                         !!          .   .  0.          !
 1966.2!            +*                        !!          .   .0  .          !
 1966.3!             *+                       !!          .   0   .          !
 1966.4!            *+                        !!          . 0 .   .          !
 1967.1!            +                         !!          .   0   .          !
 1967.2!            +                         !!          .   0   .          !
 1967.3!             +                        !!          .   0   .          !
 1967.4!             +*                       !!          .   .0  .          !
 1968.1!              +                       !!          .   0   .          !
 1968.2!              +                       !!          .  0.   .          !
 1968.3!             *+                       !!          .  0.   .          !
 1968.4!             *+                       !!          .  0.   .          !
 1969.1!             +*                       !!          .   .0  .          !
 1969.2!             *+                       !!          . 0 .   .          !
 1969.3!             +                        !!          .  0.   .          !
 1969.4!            *+                        !!          .  0.   .          !
 1970.1!           * +                        !!          . 0 .   .          !
 1970.2!           *+                         !!          .  0.   .          !
 1970.3!            +                         !!          .   0   .          !
 1970.4!             +*                       !!          .   .0  .          !
 1971.1!              +                       !!          .  0.   .          !
 1971.2!              +*                      !!          .   .0  .          !
 1971.3!               +                      !!          .  0.   .          !
 1971.4!               +*                     !!          .   .0  .          !
 1972.1!              * +                     !!          .0  .   .          !
 1972.2!              +                       !!          .  0.   .          !
 1972.3!             *+                       !!          .  0.   .          !
 1972.4!              +                       !!          .   0   .          !
 1973.1!               +                      !!          .   0   .          !
 1973.2!                +*                    !!          .   .0  .          !
 1973.3!               * +                    !!          .0  .   .          !
 1973.4!              *+                      !!          . 0 .   .          !
 1974.1!             *+                       !!          . 0 .   .          !
 1974.2!             +*                       !!          .   .0  .          !
 1974.3!               +    *                 !!          .   .   . 0        !
 1974.4!                    +  *              !!          .   .  0.          !
 1975.1!                 *     +              !!       0  .   .   .          !
 1975.2!              *   +                   !!          0   .   .          !
 1975.3!               +*                     !!          .   .0  .          !
 1975.4!                +    *                !!          .   .   . 0        !
 1976.1!                 *   +                !!         0.   .   .          !
 1976.2!                 +  *                 !!          .   .  0.          !
 1976.3!           *        +                 !!   0      .   .   .          !
 1976.4!            +                         !!          .   0   .          !
 1977.1!            *+                        !!          .  0.   .          !
 1977.2!             +                        !!          .   0   .          !
 1977.3!             +                        !!          .   0   .          !
 1977.4!              +  *                    !!          .   .  0.          !
 1978.1!        *         +                   !!   0      .   .   .          !
 1978.2!          +   *                       !!          .   .   .0         !
 1978.3!               + *                    !!          .   .  0.          !
 1978.4!              *   +                   !!         0.   .   .          !
 1979.1!             * +                      !!          . 0 .   .          !
 1979.2!           *  +                       !!          0   .   .          !
 1979.3!       *    +                         !!       0  .   .   .          !
 1979.4!      * +                             !!          .0  .   .          !
 1980.1!   *   +                              !!        0 .   .   .          !
 1980.2!     + *                              !!          .   .  0.          !
 1980.3!         +*                           !!          .   . 0 .          !
 1980.4!           +*                         !!          .   .0  .          !
 1981.1!  *          +                        !! 0        .   .   .          !
 1981.2!    +  *                              !!          .   .  0.          !
 1981.3!    *   +                             !!         0.   .   .          !
 1981.4!     *+                               !!          .  0.   .          !
 1982.1*      +                               !!      0   .   .   .          !
 1982.2! +        *                           !!          .   .   .      0   !
 1982.3!           +            *             !!          .   .   .          0
 1982.4!                        +*            !!          .   .0  .          !
 1983.1!              *         +             !! 0        .   .   .          !
 1983.2!          *   +                       !!         0.   .   .          !
 1983.3!           +*                         !!          .   .0  .          !
 1983.4!            +*                        !!          .   .0  .          !
 1984.1!             *+                       !!          .  0.   .          !
 1984.2!             +*                       !!          .   .0  .          !
 1984.3!               +*                     !!          .   .0  .          !
 1984.4!                +*                    !!          .   .0  .          !
 1985.1!          *      +                    !!     0    .   .   .          !
 1985.2!         *+                           !!          .  0.   .          !
 1985.3!          +     *                     !!          .   .   .  0       !
 1985.4!                 +     *              !!          .   .   .  0       !
 1986.1!                       +  *           !!          .   .   0          !
 1986.2!                          +    *      !!          .   .   . 0        !
 1986.3!                          *   +       !!         0.   .   .          !
 1986.4!                   *      +           !!      0   .   .   .          !
 1987.1!                   +           *      !!          .   .   .        0 !
 1987.2!                              +       !!          .  0.   .          !
 1987.3!                             +     *  !!          .   .   .  0       !
 1987.4!                                 *+   !!          . 0 .   .          !
 1988.1!                               *+     !!          . 0 .   .          !
 1988.2!                              +       !!          .  0.   .          !
 1988.3!                            *+        !!          .  0.   .          !
 1988.4!                            + *       !!          .   .  0.          !
 1989.1!                              +       !!          .   0   .          !
 1989.2!                             +*       !!          .   .0  .          !
 1989.3!                             *+       !!          .  0.   .          !
 1989.4!                            +    *    !!          .   .   . 0        !
 1990.1!                             *   +    !!          0   .   .          !
 1990.2!                             +        !!          .   0   .          !
 1990.3!                            + *       !!          .   . 0 .          !
 1990.4!                              +*      !!          .   .0  .          !
 1991.1!                              *+      !!          .  0.   .          !
 1991.2!                             +        !!          .   0   .          !
 1991.3!                            +         !!          .   0   .          !
 1991.4!                            + *       !!          .   . 0 .          !
 1992.1!                       *      +       !!      0   .   .   .          !
 1992.2!                    *   +             !!          0   .   .          !
 1992.3!                     +*               !!          .   .0  .          !
 1992.4!                      +               !!          .  0.   .          !
 1993.1!                     *+               !!          .  0.   .          !
 1993.2!                     *+               !!          .   0   .          !
 1993.3!                      +*              !!          .   . 0 .          !
 1993.4!                       +       *      !!          .   .   .    0     !
 1994.1!                        *     +       !!      0   .   .   .          !
 1994.2!                    *   +             !!         0.   .   .          !
 1994.3!                   *+                 !!          . 0 .   .          !
 1994.4!                   +*                 !!          .   .0  .          !
 1995.1!                     +  *             !!          .   .   0          !
 1995.2!                        +  *          !!          .   .   0          !
 1995.3!                        *  +          !!          .0  .   .          !
 1995.4!                        +             !!          .  0.   .          !
 1996.1!                        + *           !!          .   .  0.          !
 1996.2!                          + *         !!          .   .  0.          !
 1996.3!                            +    *    !!          .   .   .0         !
 1996.4!                             *  +     !!          0   .   .          !
 1997.1!                          * +         !!          .0  .   .          !
 1997.2!                          +*          !!          .   .0  .          !
 1997.3!                        * +           !!          .0  .   .          !
 1997.4!                        + *           !!          .   . 0 .          !
 1998.1!                     *   +            !!         0.   .   .          !
 1998.2!                    *+                !!          . 0 .   .          !
 1998.3!                     +                !!          .   .0  .          !
 1998.4!                     +  *             !!          .   .  0.          !
 1999.1!                  *     +             !!       0  .   .   .          !
 1999.2!                  *+                  !!          .   0   .          !
 1999.3!                   +                  !!          .   0   .          !
 1999.4!                   +*                 !!          .   .0  .          !
 2000.1!                   *+                 !!          .  0.   .          !
 2000.2!                    +                 !!          .   .0  .          !
 2000.3!                     +                !!          .   0   .          !
 2000.4!                     +                !!          .   .0  .          !
 2001.1!                   * +                !!          .0  .   .          !
 2001.2!                   +                  !!          .   .0  .          !
 2001.3!                    +*                !!          .   . 0 .          !
 2001.4!                     +   *            !!          .   .   0          !
 2002.1!                        +             !!          .  0.   .          !
 2002.2!                        +             !!          .   .0  .          !
 2002.3!                      * +             !!          . 0 .   .          !
 2002.4!                      +               !!          .   0   .          !
 2003.1!                       +   *          !!          .   .   . 0        !
 2003.2!                          *+          !!          .  0.   .          !
 2003.3!                         *+           !!          .  0.   .          !
 2003.4!                        *+            !!          .  0.   .          !
 2004.1!                        +       *     !!          .   .   .    0     !
 2004.2!                               + *    !!          .   .  0.          !
 2004.3!                               * +    !!          . 0 .   .          !
 2004.4!                               + *    !!          .   . 0 .          !
 2005.1!                                +     !!          .   0   .          !
 2005.2!                               +*     !!          .   .0  .          !
 2005.3!                                +     !!          .   0   .          !
 2005.4!                               + *    !!          .   . 0 .          !
 2006.1!                                +  *  !!          .   .  0.          !
 2006.2!                                  + * !!          .   . 0 .          !
 2006.3!                                 * +  !!          . 0 .   .          !
 2006.4!                                 +*   !!          .   . 0 .          !
 2007.1!                                  +   !!          .   0   .          !
 2007.2!                                 +*   !!          .   .0  .          !
 2007.3!                                 *+   !!          .  0.   .          !
 2007.4!                                + *   !!          .   . 0 .          !
 2008.1!                                 +*   !!          .   .0  .          !
 2008.2!                                 +    !!          .   0   .          !
 2008.3!                                 +    !!          .   0   .          !
 2008.4!                                 +*   !!          .   .0  .          !
 2009.1!                                 +    !!          .   0   .          !
 2009.2!                                 +  * !!          .   .   0          !
 2009.3!                                  *+  !!          .  0.   .          !
 2009.4!                                  +   !!          .   .0  .          !
 2010.1!                                 *+   !!          .  0.   .          !
 2010.2!                                +    *!!          .   .   . 0        !
 2010.3!                                    + !!          .   0   .          !
 2010.4!                                    + *!          .   .  0.          !
 2011.1!                                     +*!          .   .0  .          !
 2011.2!                                   * +!!          . 0 .   .          !
 2011.3!                                  +   !!          .  0.   .          !
 2011.4!                                 +    !!          .   0   .          !
 2012.1!                                 +    *!          .   .   . 0        !
 2012.2!                                  *  +!!          .0  .   .          !
 2012.3!                                 + *  !!          .   . 0 .          !
 2012.4!                                  + * !!          .   . 0 .          !


     22.34 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPEAR=PEPX$Q/ARPMM;                                                     
 GENR LAAPEAR=LOG(AAPEAR+.00001);                                             
 GENR LAPEAR=LOG(APEAR+.00001);                                               
 LHS AAPEAR=EXP(LAAPEAR)-.00001;                                              
  EQ 1976 LAAPEAR C LAPEAR(-1) PPEAR;                                         
EQUATION 1239  LAAPEAR  
   RHS     C  LAPEAR(-1)  PPEAR  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1239 PLOT=0;END;                                                     

Equation number = 1239
**********************

Dependent variable = LAAPEAR 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.697436635

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.849243487       0.273773859  -3.10199     1.000000
14126 LAPEAR  ( -1)       0.815922737       0.050020194  16.31187    -5.694480
14124 PPEAR   (  0)      -0.240309964       0.119700279  -2.00760     0.840322

SE of equation            =     0.391622367
Sum of squared residuals  =  18.8642737       0.574917891E-11
Average absolute error    =     0.291414046
Sum of ABS residuals      =  36.7181697    
R squared                 =   0.72237
Durbin-Watson statistic   =   2.27469
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3*            +                         !! 0        .   .   .          !
 1981.4!  +               *                   !!          .   .   .          0
 1982.1!           *     +                    !!        0 .   .   .          !
 1982.2!            +       *                 !!          .   .   .   0      !
 1982.3!                    +       *         !!          .   .   .  0       !
 1982.4!                          +   *       !!          .   .   0          !
 1983.1!                     *     +          !!         0.   .   .          !
 1983.2!                    +*                !!          .   .0  .          !
 1983.3!                    +        *        !!          .   .   .    0     !
 1983.4!                          +           !!          .  0.   .          !
 1984.1!                   *    +             !!         0.   .   .          !
 1984.2!                  +         *         !!          .   .   .     0    !
 1984.3!                          +     *     !!          .   .   . 0        !
 1984.4!                             +        !!          .  0.   .          !
 1985.1!                          +   *       !!          .   .   0          !
 1985.2!                            +      *  !!          .   .   .  0       !
 1985.3!                                +  *  !!          .   .  0.          !
 1985.4!                                +  *  !!          .   .  0.          !
 1986.1!                                +    *!!          .   .   .0         !
 1986.2!                                 +  * !!          .   .  0.          !
 1986.3!                                 +    *!          .   .   .0         !
 1986.4!                                  +   !!          .   0   .          !
 1987.1!                        *      +      !!       0  .   .   .          !
 1987.2!                       +         *    !!          .   .   .    0     !
 1987.3!                              +*      !!          .   .0  .          !
 1987.4!                       *    +         !!        0 .   .   .          !
 1988.1!                  *  +                !!          .0  .   .          !
 1988.2!                  + *                 !!          .   . 0 .          !
 1988.3!                  *+                  !!          .  0.   .          !
 1988.4!                 +*                   !!          .   .0  .          !
 1989.1!                 +                    !!          .   0   .          !
 1989.2!                 +      *             !!          .   .   .  0       !
 1989.3!                     * +              !!          .  0.   .          !
 1989.4!                *   +                 !!          0   .   .          !
 1990.1!                +         *           !!          .   .   .    0     !
 1990.2!                        +  *          !!          .   .  0.          !
 1990.3!                         +  *         !!          .   .  0.          !
 1990.4!                          +           !!          .   0   .          !
 1991.1!            *         +               !!     0    .   .   .          !
 1991.2!             +       *                !!          .   .   .   0      !
 1991.3!                     +    *           !!          .   .   .0         !
 1991.4!               *         +            !!     0    .   .   .          !
 1992.1!                + *                   !!          .   .0  .          !
 1992.2!              *   +                   !!          .0  .   .          !
 1992.3!             * +                      !!          . 0 .   .          !
 1992.4!              +                       !!          .   .0  .          !
 1993.1!             * +                      !!          . 0 .   .          !
 1993.2!           *  +                       !!          .0  .   .          !
 1993.3!           * +                        !!          . 0 .   .          !
 1993.4!            +                         !!          .  0.   .          !
 1994.1!*            +                        !!  0       .   .   .          !
 1994.2!    +   *                             !!          .   .   0          !
 1994.3!         +    *                       !!          .   .   0          !
 1994.4!         *    +                       !!         0.   .   .          !
 1995.1!       *  +                           !!          .0  .   .          !
 1995.2!         +  *                         !!          .   .  0.          !
 1995.3!             + *                      !!          .   . 0 .          !
 1995.4!         *     +                      !!        0 .   .   .          !
 1996.1!     *    +                           !!         0.   .   .          !
 1996.2!       +  *                           !!          .   .  0.          !
 1996.3!           +                          !!          .   0   .          !
 1996.4!            +     *                   !!          .   .   .0         !
 1997.1!                  +*                  !!          .   .0  .          !
 1997.2!           *       +                  !!      0   .   .   .          !
 1997.3!      *     +                         !!        0 .   .   .          !
 1997.4!        +*                            !!          .   .0  .          !
 1998.1!      *    +                          !!         0.   .   .          !
 1998.2!       *+                             !!          .   0   .          !
 1998.3!      *  +                            !!          .0  .   .          !
 1998.4!       *+                             !!          . 0 .   .          !
 1999.1!         +                            !!          .   0   .          !
 1999.2!          *+                          !!          .  0.   .          !
 1999.3!            +                         !!          .   0   .          !
 1999.4!             +                        !!          .   0   .          !
 2000.1!        *     +                       !!         0.   .   .          !
 2000.2!          +    *                      !!          .   .   0          !
 2000.3!       *       +                      !!      0   .   .   .          !
 2000.4!       * +                            !!          . 0 .   .          !
 2001.1!         +*                           !!          .   . 0 .          !
 2001.2!       *    +                         !!         0.   .   .          !
 2001.3!         + *                          !!          .   . 0 .          !
 2001.4!          * +                         !!          . 0 .   .          !
 2002.1!            +*                        !!          .   .0  .          !
 2002.2!            * +                       !!          . 0 .   .          !
 2002.3!             +   *                    !!          .   .   0          !
 2002.4!             *   +                    !!          0   .   .          !
 2003.1!             *+                       !!          . 0 .   .          !
 2003.2!           *  +                       !!          .0  .   .          !
 2003.3!             +                        !!          .   .0  .          !
 2003.4!             *+                       !!          . 0 .   .          !
 2004.1!           * +                        !!          . 0 .   .          !
 2004.2!            +  *                      !!          .   .  0.          !
 2004.3!            *  +                      !!          0   .   .          !
 2004.4!         *  +                         !!          .0  .   .          !
 2005.1!          +  *                        !!          .   .  0.          !
 2005.2!              +*                      !!          .   .0  .          !
 2005.3!           *   +                      !!          .0  .   .          !
 2005.4!         *  +                         !!          . 0 .   .          !
 2006.1!          +                           !!          .   0   .          !
 2006.2!      *  +                            !!          .0  .   .          !
 2006.3!     +                                !!          .   0   .          !
 2006.4!     +    *                           !!          .   .   0          !
 2007.1!       * +                            !!          . 0 .   .          !
 2007.2!       +   *                          !!          .   .   0          !
 2007.3!          +                           !!          .   0   .          !
 2007.4!         + *                          !!          .   . 0 .          !
 2008.1!           +                          !!          .   .0  .          !
 2008.2!        *  +                          !!          . 0 .   .          !
 2008.3!         + *                          !!          .   .  0.          !
 2008.4!            + *                       !!          .   . 0 .          !
 2009.1!               + *                    !!          .   . 0 .          !
 2009.2!          *     +                     !!         0.   .   .          !
 2009.3!          + *                         !!          .   . 0 .          !
 2009.4!      *     +                         !!         0.   .   .          !
 2010.1!     *+                               !!          .   0   .          !
 2010.2!     +*                               !!          .   .0  .          !
 2010.3!      +*                              !!          .   0   .          !
 2010.4!     *+                               !!          .  0.   .          !
 2011.1!    *+                                !!          .   0   .          !
 2011.2!    + *                               !!          .   . 0 .          !
 2011.3!      +                               !!          .   .0  .          !
 2011.4!      +*                              !!          .   0   .          !
 2012.1!       +                              !!          .   0   .          !
 2012.2!       + *                            !!          .   . 0 .          !
 2012.3!        + *                           !!          .   .0  .          !
 2012.4!       * +                            !!          .  0.   .          !


     27.78 percent of the residuals exceed 1 SE
      6.35 percent of the residuals exceed 2 SE
@@EQ 1977 LAATUAR C LATUAR(-1) PTUAR;SMPL 1994.3 2012.4;OLS;EST 1977 PLOT=0;EN
@EQ  1978 LAAPDAR C LAPDAR(-1) PPDAR;SMPL 1981.3 2012.4;OLS;EST 1978 PLOT=0;EN
@@EQ 1979 LAARUAR C LARUAR(-1) PRUAR;SMPL 1992.3 2012.4;OLS;EST 1979 PLOT=0;EN
@@EQ 1980 LAAUEAR C LAUEAR(-1) PUEAR;SMPL 1995.3 2012.4;OLS;EST 1980 PLOT=0;EN
@@EQ 1981 LAAEGAR C LAEGAR(-1) PEGAR;SMPL 1996.2 2012.4;OLS;EST 1981 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PISAR=ISPX$/ARPMM;                                                      
 GENR LAAISAR=LOG(AAISAR+.00001);                                             
 GENR LAISAR=LOG(AISAR+.00001);                                               
 LHS AAISAR=EXP(LAAISAR)-.00001;                                              
  EQ 1982 LAAISAR C LAISAR(-1) PISAR;                                         
EQUATION 1240  LAAISAR  
   RHS     C  LAISAR(-1)  PISAR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1240 PLOT=0;END;                                                     

Equation number = 1240
**********************

Dependent variable = LAAISAR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.134844256

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.237357602       0.524886072  -2.35738     1.000000
14129 LAISAR  ( -1)       0.696120692       0.051657931  13.47558    -6.140870
14127 PISAR   (  0)      -0.610343006       0.448921307  -1.35958     1.020245

SE of equation            =     0.519892220
Sum of squared residuals  =  50.0032652       0.601554362E-10
Average absolute error    =     0.389281099
Sum of ABS residuals      =  73.1848466    
R squared                 =   0.50799
Durbin-Watson statistic   =   2.53553
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!             *   +                    !!          0   .   .          !
 1966.2!          *    +                      !!         0.   .   .          !
 1966.3!       *     +                        !!         0.   .   .          !
 1966.4!      *    +                          !!         0.   .   .          !
 1967.1!        *  +                          !!          . 0 .   .          !
 1967.2!           * +                        !!          . 0 .   .          !
 1967.3!             *+                       !!          .  0.   .          !
 1967.4!                +                     !!          .   0   .          !
 1968.1!                 +*                   !!          .   0   .          !
 1968.2!                   +                  !!          .   0   .          !
 1968.3!                    +                 !!          .   0   .          !
 1968.4!                    *+                !!          .   0   .          !
 1969.1!                     +*               !!          .   .0  .          !
 1969.2!                      +               !!          .  0.   .          !
 1969.3!                     *+               !!          .  0.   .          !
 1969.4!                    * +               !!          . 0 .   .          !
 1970.1!                  *   +               !!          0   .   .          !
 1970.2!                *   +                 !!          0   .   .          !
 1970.3!                *  +                  !!          .0  .   .          !
 1970.4!                 * +                  !!          .  0.   .          !
 1971.1!                   *+                 !!          .  0.   .          !
 1971.2!                    *+                !!          .  0.   .          !
 1971.3!                    * +               !!          . 0 .   .          !
 1971.4!                    * +               !!          . 0 .   .          !
 1972.1!                 *    +               !!          0   .   .          !
 1972.2!               *    +                 !!         0.   .   .          !
 1972.3!          *       +                   !!      0   .   .   .          !
 1972.4*               +                      !0          .   .   .          !
 1973.1!       + *                            !!          .   . 0 .          !
 1973.2!              + *                     !!          .   . 0 .          !
 1973.3!                  *+                  !!          .   0   .          !
 1973.4!           *        +                 !!     0    .   .   .          !
 1974.1!                +        *            !!          .   .   .    0     !
 1974.2!              *          +            !!   0      .   .   .          !
 1974.3!                 +  *                 !!          .   .  0.          !
 1974.4!                   *  +               !!          .0  .   .          !
 1975.1!                     +                !!          .   0   .          !
 1975.2!                     * +              !!          . 0 .   .          !
 1975.3!                    *  +              !!          . 0 .   .          !
 1975.4!                      + *             !!          .   . 0 .          !
 1976.1!               *         +            !!     0    .   .   .          !
 1976.2!                   +   *              !!          .   .   0          !
 1976.3!                    *    +            !!         0.   .   .          !
 1976.4!                      + *             !!          .   . 0 .          !
 1977.1!              *          +            !!   0      .   .   .          !
 1977.2!                 +  *                 !!          .   .  0.          !
 1977.3!                     +                !!          .   0   .          !
 1977.4!                  *   +               !!          0   .   .          !
 1978.1!                    +*                !!          .   .0  .          !
 1978.2!                      +    *          !!          .   .   . 0        !
 1978.3!                       *  +           !!          .0  .   .          !
 1978.4!                       +        *     !!          .   .   .   0      !
 1979.1!                          *  +        !!          .0  .   .          !
 1979.2!                         +*           !!          .   0   .          !
 1979.3!                       * +            !!          . 0 .   .          !
 1979.4!                       +*             !!          .   .0  .          !
 1980.1!                        +     *       !!          .   .   .0         !
 1980.2!                         *  +         !!          .0  .   .          !
 1980.3!                         + *          !!          .   . 0 .          !
 1980.4!                          +      *    !!          .   .   . 0        !
 1981.1!                            * +       !!          .0  .   .          !
 1981.2!                           +          !!          .   0   .          !
 1981.3!                          +  *        !!          .   .  0.          !
 1981.4!                           *+         !!          .   0   .          !
 1982.1!                        * +           !!          . 0 .   .          !
 1982.2!                        +    *        !!          .   .   .0         !
 1982.3!                            +         !!          .   0   .          !
 1982.4!                        *  +          !!          .0  .   .          !
 1983.1!                        +*            !!          .   .0  .          !
 1983.2!                         +*           !!          .   .0  .          !
 1983.3!                          +*          !!          .   .0  .          !
 1983.4!                    *     +           !!        0 .   .   .          !
 1984.1!                      +       *       !!          .   .   .   0      !
 1984.2!                      *     +         !!        0 .   .   .          !
 1984.3!                       +              !!          .   0   .          !
 1984.4!                        + *           !!          .   . 0 .          !
 1985.1!                          +     *     !!          .   .   . 0        !
 1985.2!                   *          +       !!    0     .   .   .          !
 1985.3!                     +  *             !!          .   .  0.          !
 1985.4!                        +       *     !!          .   .   .  0       !
 1986.1!                           *  +       !!          .0  .   .          !
 1986.2!                           +        * !!          .   .   .    0     !
 1986.3!                             *   +    !!          0   .   .          !
 1986.4!                            +   *     !!          .   .  0.          !
 1987.1!                     *        +       !!     0    .   .   .          !
 1987.2!                       +  *           !!          .   .  0.          !
 1987.3!                          +  *        !!          .   .  0.          !
 1987.4!                            +         *!          .   .   .     0    !
 1988.1!                            *     +   !!        0 .   .   .          !
 1988.2!                        *  +          !!          .0  .   .          !
 1988.3!                    *    +            !!          0   .   .          !
 1988.4!                      +       *       !!          .   .   .   0      !
 1989.1!                           * +        !!          . 0 .   .          !
 1989.2!                          + *         !!          .   .0  .          !
 1989.3!                          +*          !!          .   0   .          !
 1989.4!                          +   *       !!          .   .   0          !
 1990.1!                       *   +          !!          0   .   .          !
 1990.2!                     *+               !!          .  0.   .          !
 1990.3!                      +               !!          .   0   .          !
 1990.4!                       +      *       !!          .   .   .  0       !
 1991.1!                             + *      !!          .   . 0 .          !
 1991.2!                           *+         !!          .  0.   .          !
 1991.3!                          +           !!          .  0.   .          !
 1991.4!                         +    *       !!          .   .   0          !
 1992.1!                           *+         !!          .  0.   .          !
 1992.2!                          + *         !!          .   . 0 .          !
 1992.3!                         * +          !!          . 0 .   .          !
 1992.4!                         +  *         !!          .   .  0.          !
 1993.1!                        *  +          !!          . 0 .   .          !
 1993.2!                        + *           !!          .   . 0 .          !
 1993.3!                          +   *       !!          .   .   .0         !
 1993.4!                            + *       !!          .   .0  .          !
 1994.1!                            +*        !!          .   .0  .          !
 1994.2!                            +         !!          .   .0  .          !
 1994.3!                         * +          !!          . 0 .   .          !
 1994.4!                         +      *     !!          .   .   .  0       !
 1995.1!                          *   +       !!          .0  .   .          !
 1995.2!                          + *         !!          .   . 0 .          !
 1995.3!                           +*         !!          .   .0  .          !
 1995.4!                           +     *    !!          .   .   .0         !
 1996.1!                            * +       !!          . 0 .   .          !
 1996.2!                           +  *       !!          .   . 0 .          !
 1996.3!                           *+         !!          . 0 .   .          !
 1996.4!                          +     *     !!          .   .   . 0        !
 1997.1!                              +       !!          .   .0  .          !
 1997.2!                            +  *      !!          .   . 0 .          !
 1997.3!                            *+        !!          .  0.   .          !
 1997.4!                           +    *     !!          .   .   .0         !
 1998.1!                            * +       !!          . 0 .   .          !
 1998.2!                           +*         !!          .   .0  .          !
 1998.3!                           + *        !!          .   . 0 .          !
 1998.4!                           +   *      !!          .   .  0.          !
 1999.1!                             + *      !!          .   . 0 .          !
 1999.2!                             +        !!          .   0   .          !
 1999.3!                           +*         !!          .   .0  .          !
 1999.4!                          +    *      !!          .   .   0          !
 2000.1!                             + *      !!          .   . 0 .          !
 2000.2!                             +        !!          .   0   .          !
 2000.3!                           +*         !!          .   .0  .          !
 2000.4!                           +   *      !!          .   .   0          !
 2001.1!                             +*       !!          .   .0  .          !
 2001.2!                         *  +         !!          .0  .   .          !
 2001.3!                        +  *          !!          .   . 0 .          !
 2001.4!                          +  *        !!          .   .  0.          !
 2002.1!                    *      +          !!        0 .   .   .          !
 2002.2!                     +   *            !!          .   .  0.          !
 2002.3!                     *  +             !!          .0  .   .          !
 2002.4!                     +    *           !!          .   .   0          !
 2003.1!                        *+            !!          .  0.   .          !
 2003.2!                        +             !!          .   0   .          !
 2003.3!                      * +             !!          .  0.   .          !
 2003.4!                       +    *         !!          .   .   .0         !
 2004.1!                         * +          !!          . 0 .   .          !
 2004.2!                         + *          !!          .   . 0 .          !
 2004.3!                      *   +           !!          0   .   .          !
 2004.4!                       +     *        !!          .   .   . 0        !
 2005.1!                           *+         !!          .  0.   .          !
 2005.2!                         *+           !!          .  0.   .          !
 2005.3!                      *  +            !!          .0  .   .          !
 2005.4!                       +     *        !!          .   .   . 0        !
 2006.1!                          * +         !!          .  0.   .          !
 2006.2!                         *+           !!          .   0   .          !
 2006.3!                         +            !!          .  0.   .          !
 2006.4!                         +  *         !!          .   .  0.          !
 2007.1!                           +          !!          .   0   .          !
 2007.2!                        * +           !!          . 0 .   .          !
 2007.3!                        +*            !!          .   .0  .          !
 2007.4!                         +      *     !!          .   .   . 0        !
 2008.1!                         *   +        !!         0.   .   .          !
 2008.2!                        +*            !!          .   .0  .          !
 2008.3!                         +*           !!          .   .0  .          !
 2008.4!                          +*          !!          .   . 0 .          !
 2009.1!                          +           !!          .   0   .          !
 2009.2!                         +            !!          .   0   .          !
 2009.3!                    *   +             !!          0   .   .          !
 2009.4!                     +  *             !!          .   .  0.          !
 2010.1!                        +             !!          .   0   .          !
 2010.2!                        +             !!          .   0   .          !
 2010.3!                      * +             !!          . 0 .   .          !
 2010.4!                       +      *       !!          .   .   .  0       !
 2011.1!                       *    +         !!          0   .   .          !
 2011.2!                        +*            !!          .   .0  .          !
 2011.3!                       * +            !!          . 0 .   .          !
 2011.4!                        + *           !!          .   . 0 .          !
 2012.1!                          +           !!          .   .0  .          !
 2012.2!                        * +           !!          .  0.   .          !
 2012.3!                     *  +             !!          .0  .   .          !
 2012.4!                     +  *             !!          .   .  0.          !


     28.72 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@@EQ 1983 LAAKEAR C LAKEAR(-1) PKEAR;SMPL 2000.1 2012.4;OLS;EST 1983 PLOT=0;EN
@@EQ 1984 LAABAAR C LABAAR(-1) PBAAR;SMPL 2004.1 2012.4;OLS;EST 1984 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKAR=HKPX$/ARPMM;                                                      
 GENR LAAHKAR=LOG(AAHKAR+.00001);                                             
 GENR LAHKAR=LOG(AHKAR+.00001);                                               
 LHS AAHKAR=EXP(LAAHKAR)-.00001;                                              
  EQ 1985 LAAHKAR C LAHKAR(-1) PHKAR;                                         
EQUATION 1241  LAAHKAR  
   RHS     C  LAHKAR(-1)  PHKAR  
 SMPL 1983.4 2012.4;                                                          
Sample period is now  1983.4 to  2012.4 Internally:   128 to   244
 OLS;EST 1241 PLOT=0;END;                                                     

Equation number = 1241
**********************

Dependent variable = LAAHKAR 

 1983.4 -   2012.4,    0 missing obs.,  117 obs. used.

Mean of dependent variable       -5.141715116

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.296698291       0.277331631  -1.06983     1.000000
14132 LAHKAR  ( -1)       0.901494060       0.033185621  27.16520    -5.173076
14130 PHKAR   (  0)      -0.151222975       0.235829713  -0.64124     1.200344

SE of equation            =     0.414208255
Sum of squared residuals  =  19.5588066       0.894173624E-11
Average absolute error    =     0.268599595
Sum of ABS residuals      =  31.4261526    
R squared                 =   0.88252
Durbin-Watson statistic   =   2.40945
SMPL and No. Obs.         = 1983.4   2012.4    117

Plot of actual(*) and fitted(+) values and residuals(0)


 1983.4+*                                     !!           .  .0 .           !
 1984.1!   +   *                              !!           .  .  .0          !
 1984.2!       * +                            !!           .0 .  .           !
 1984.3!         +                            !!           .  .0 .           !
 1984.4!       *   +                          !!           0  .  .           !
 1985.1!       * +                            !!           .0 .  .           !
 1985.2!  *     +                             !!        0  .  .  .           !
 1985.3!    +                                 !!           .  0  .           !
 1985.4!      +  *                            !!           .  .  0           !
 1986.1!  *       +                           !!       0   .  .  .           !
 1986.2!     +    *                           !!           .  .  . 0         !
 1986.3!           +   *                      !!           .  .  .0          !
 1986.4!                +  *                  !!           .  .  0           !
 1987.1!       *            +                 !!  0        .  .  .           !
 1987.2!         +                            !!           .  0  .           !
 1987.3!           +*                         !!           .  .0 .           !
 1987.4!          *  +                        !!           0  .  .           !
 1988.1! *         +                          !!     0     .  .  .           !
 1988.2!    +  *                              !!           .  .  0           !
 1988.3!         +                            !!           . 0.  .           !
 1988.4!          +   *                       !!           .  .  0           !
 1989.1!       *       +                      !!      0    .  .  .           !
 1989.2!         +*                           !!           .  .0 .           !
 1989.3*            +                         !!   0       .  .  .           !
 1989.4!  +               *                   !!           .  .  .           0
 1990.1!                 * +                  !!           .0 .  .           !
 1990.2!                 *+                   !!           .  0  .           !
 1990.3!                  +     *             !!           .  .  . 0         !
 1990.4!                        +     *       !!           .  .  . 0         !
 1991.1!                          *   +       !!           0  .  .           !
 1991.2!                          +   *       !!           .  .  0           !
 1991.3!                              +   *   !!           .  .  .0          !
 1991.4!                                  + * !!           .  . 0.           !
 1992.1!                                 * +  !!           .0 .  .           !
 1992.2!                                 + *  !!           .  . 0.           !
 1992.3!                                  +  *!!           .  . 0.           !
 1992.4!                                    + !!           .  0  .           !
 1993.1!                                 * +  !!           . 0.  .           !
 1993.2!                                 + *  !!           .  . 0.           !
 1993.3!                                   +  *!           .  .  0           !
 1993.4!                                     +*!           .  .0 .           !
 1994.1!                                    *+!!           . 0.  .           !
 1994.2!                                   +* !!           .  .0 .           !
 1994.3!                                   + *!!           .  .0 .           !
 1994.4!                                    +*!!           .  .0 .           !
 1995.1!                                 *  + !!           .0 .  .           !
 1995.2!                                 +*   !!           .  .0 .           !
 1995.3!                                 + *  !!           .  . 0.           !
 1995.4!                                  + * !!           .  .0 .           !
 1996.1!                                 * +  !!           .0 .  .           !
 1996.2!                                + *   !!           .  . 0.           !
 1996.3!                                 +  * !!           .  . 0.           !
 1996.4!                                  *+  !!           . 0.  .           !
 1997.1!                                *+    !!           . 0.  .           !
 1997.2!                               + *    !!           .  . 0.           !
 1997.3!                                 +*   !!           .  . 0.           !
 1997.4!                                  +   !!           .  0  .           !
 1998.1!                              *  +    !!           0  .  .           !
 1998.2!                              +   *   !!           .  .  .0          !
 1998.3!                                 +*   !!           .  .0 .           !
 1998.4!                                *+    !!           . 0.  .           !
 1999.1!                               *+     !!           .  0  .           !
 1999.2!                               +*     !!           .  .0 .           !
 1999.3!                                +*    !!           .  .0 .           !
 1999.4!                                *+    !!           .  0  .           !
 2000.1!                                +     !!           .  0  .           !
 2000.2!                                +     !!           .  0  .           !
 2000.3!                                +*    !!           .  . 0.           !
 2000.4!                                 +    !!           .  0  .           !
 2001.1!                               *+     !!           . 0.  .           !
 2001.2!                               +*     !!           .  . 0.           !
 2001.3!                                +*    !!           .  . 0.           !
 2001.4!                              *  +    !!           .0 .  .           !
 2002.1!                         *    +       !!         0 .  .  .           !
 2002.2!                  *      +            !!        0  .  .  .           !
 2002.3!                 * +                  !!           .0 .  .           !
 2002.4!                  + *                 !!           .  . 0.           !
 2003.1!                     + *              !!           .  . 0.           !
 2003.2!                       +   *          !!           .  .  0           !
 2003.3!                           +          !!           .  0  .           !
 2003.4!                           +*         !!           .  .0 .           !
 2004.1!                          * +         !!           .0 .  .           !
 2004.2!                          +  *        !!           .  .  0           !
 2004.3!                             +        !!           .  0  .           !
 2004.4!                              +       !!           .  0  .           !
 2005.1!                            * +       !!           . 0.  .           !
 2005.2!                             +*       !!           .  .0 .           !
 2005.3!                              +*      !!           .  .0 .           !
 2005.4!                               +      !!           .  0  .           !
 2006.1!                             * +      !!           .0 .  .           !
 2006.2!                             +        !!           .  0  .           !
 2006.3!                             *+       !!           . 0.  .           !
 2006.4!                             +*       !!           .  .0 .           !
 2007.1!                             *+       !!           . 0.  .           !
 2007.2!                             + *      !!           .  .0 .           !
 2007.3!                              *+      !!           . 0.  .           !
 2007.4!                              +*      !!           .  0  .           !
 2008.1!                             * +      !!           .0 .  .           !
 2008.2!                            *+        !!           . 0.  .           !
 2008.3!                             +*       !!           .  .0 .           !
 2008.4!                             *+       !!           . 0.  .           !
 2009.1!                            * +       !!           . 0.  .           !
 2009.2!                            +*        !!           .  .0 .           !
 2009.3!                             +*       !!           .  .0 .           !
 2009.4!                             *+       !!           . 0.  .           !
 2010.1!                            *+        !!           .0 .  .           !
 2010.2!                            +*        !!           .  .0 .           !
 2010.3!                             +        !!           .  0  .           !
 2010.4!                            *+        !!           . 0.  .           !
 2011.1!                             +        !!           .  0  .           !
 2011.2!                             +        !!           .  0  .           !
 2011.3!                             +*       !!           .  0  .           !
 2011.4!                             *+       !!           . 0.  .           !
 2012.1!                           * +        !!           .0 .  .           !
 2012.2!                          *+          !!           . 0.  .           !
 2012.3!                          +  *        !!           .  . 0.           !
 2012.4!                            *+        !!           . 0.  .           !


     17.09 percent of the residuals exceed 1 SE
      5.13 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIAR=SIPX$/ARPMM;                                                      
 GENR LAASIAR=LOG(AASIAR+.00001);                                             
 GENR LASIAR=LOG(ASIAR+.00001);                                               
 LHS AASIAR=EXP(LAASIAR)-.00001;                                              
  EQ 1986 LAASIAR C LASIAR(-1) PSIAR;                                         
EQUATION 1242  LAASIAR  
   RHS     C  LASIAR(-1)  PSIAR  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST 1242 PLOT=0;END;                                                     

Equation number = 1242
**********************

Dependent variable = LAASIAR 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -5.662591544

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.930843080       0.324437859  -5.95135     1.000000
14135 LASIAR  ( -1)       0.625553317       0.058804355  10.63787    -5.663923
14133 PSIAR   (  0)      -0.125674920       0.077172037  -1.62850     1.501194

SE of equation            =     0.384532667
Sum of squared residuals  =  25.8764401       0.168336456E-10
Average absolute error    =     0.270724666
Sum of ABS residuals      =  48.1889905    
R squared                 =   0.43305
Durbin-Watson statistic   =   2.36012
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3!      *+                              !!           . 0.  .           !
 1968.4!      *+                              !!           . 0.  .           !
 1969.1!       +                              !!           .  0  .           !
 1969.2!      * +                             !!           . 0.  .           !
 1969.3!      *+                              !!           . 0.  .           !
 1969.4!      *+                              !!           . 0.  .           !
 1970.1!    *  +                              !!           .0 .  .           !
 1970.2!   *  +                               !!           .0 .  .           !
 1970.3!   *  +                               !!           .0 .  .           !
 1970.4!   *  +                               !!           .0 .  .           !
 1971.1!*    +                                !!           0  .  .           !
 1971.2!*   +                                 !!           .0 .  .           !
 1971.3!*   +                                 !!           .0 .  .           !
 1971.4!  * +                                 !!           . 0.  .           !
 1972.1!  *  +                                !!           .0 .  .           !
 1972.2!    *+                                !!           . 0.  .           !
 1972.3!    * +                               !!           . 0.  .           !
 1972.4!      *+                              !!           . 0.  .           !
 1973.1*        +                             !!         0 .  .  .           !
 1973.2!    +             *                   !!           .  .  .    0      !
 1973.3!            *  +                      !!           .0 .  .           !
 1973.4!   *        +                         !!         0 .  .  .           !
 1974.1!      +            *                  !!           .  .  .   0       !
 1974.2!            *   +                     !!           .0 .  .           !
 1974.3!      *    +                          !!           0  .  .           !
 1974.4!        +                             !!           .  0  .           !
 1975.1! *       +                            !!          0.  .  .           !
 1975.2!*    +                                !!           0  .  .           !
 1975.3!    +*                                !!           .  .0 .           !
 1975.4!     * +                              !!           . 0.  .           !
 1976.1!       +     *                        !!           .  .  0           !
 1976.2!       *    +                         !!           0  .  .           !
 1976.3!         +        *                   !!           .  .  . 0         !
 1976.4!          *    +                      !!           0  .  .           !
 1977.1!          *+                          !!           .  0  .           !
 1977.2!          +*                          !!           .  .0 .           !
 1977.3!        *  +                          !!           .0 .  .           !
 1977.4!         +   *                        !!           .  . 0.           !
 1978.1!  *          +                        !!        0  .  .  .           !
 1978.2!      +     *                         !!           .  .  .0          !
 1978.3!            +*                        !!           .  .0 .           !
 1978.4!            +                         !!           .  0  .           !
 1979.1!            +   *                     !!           .  . 0.           !
 1979.2!              +*                      !!           .  0  .           !
 1979.3!             +                        !!           .  0  .           !
 1979.4!     *      +                         !!          0.  .  .           !
 1980.1!       +   *                          !!           .  . 0.           !
 1980.2!         * +                          !!           . 0.  .           !
 1980.3!         *+                           !!           .  0  .           !
 1980.4!         +                            !!           .  0  .           !
 1981.1!      *  +                            !!           .0 .  .           !
 1981.2!        +                             !!           .  0  .           !
 1981.3! *       +                            !!          0.  .  .           !
 1981.4!   *+                                 !!           . 0.  .           !
 1982.1!     *+                               !!           .  0  .           !
 1982.2!   *   +                              !!           .0 .  .           !
 1982.3!     + *                              !!           .  .0 .           !
 1982.4!        +      *                      !!           .  .  .0          !
 1983.1!           * +                        !!           . 0.  .           !
 1983.2!          + *                         !!           .  .0 .           !
 1983.3!           +  *                       !!           .  . 0.           !
 1983.4!             +    *                   !!           .  .  0           !
 1984.1!               +                      !!           .  0  .           !
 1984.2!             +    *                   !!           .  .  0           !
 1984.3!               +*                     !!           .  0  .           !
 1984.4!              +   *                   !!           .  . 0.           !
 1985.1!            *  +                      !!           .0 .  .           !
 1985.2!         * +                          !!           .0 .  .           !
 1985.3!         + *                          !!           .  .0 .           !
 1985.4!           +*                         !!           .  .0 .           !
 1986.1!            +  *                      !!           .  . 0.           !
 1986.2!              + *                     !!           .  .0 .           !
 1986.3!               +                      !!           .  0  .           !
 1986.4!              +     *                 !!           .  .  0           !
 1987.1!               * +                    !!           . 0.  .           !
 1987.2!              +     *                 !!           .  .  0           !
 1987.3!                 +       *            !!           .  .  . 0         !
 1987.4!                    +*                !!           .  0  .           !
 1988.1!                  +      *            !!           .  .  .0          !
 1988.2!                    +*                !!           .  0  .           !
 1988.3!                  + *                 !!           .  .0 .           !
 1988.4!                 +       *            !!           .  .  .0          !
 1989.1!                    +*                !!           .  0  .           !
 1989.2!                  +*                  !!           .  .0 .           !
 1989.3!                 + *                  !!           .  . 0.           !
 1989.4!                 + *                  !!           .  . 0.           !
 1990.1!                *+                    !!           .  0  .           !
 1990.2!               +     *                !!           .  .  0           !
 1990.3!                  +*                  !!           .  .0 .           !
 1990.4!                 +   *                !!           .  . 0.           !
 1991.1!                  +                   !!           .  0  .           !
 1991.2!                +                     !!           .  0  .           !
 1991.3!               + *                    !!           .  . 0.           !
 1991.4!                +     *               !!           .  .  .0          !
 1992.1!                   +    *             !!           .  .  0           !
 1992.2!                    +   *             !!           .  . 0.           !
 1992.3!                    +   *             !!           .  .  0           !
 1992.4!                    +  *              !!           .  . 0.           !
 1993.1!                   +   *              !!           .  . 0.           !
 1993.2!                   +*                 !!           .  0  .           !
 1993.3!                 +    *               !!           .  .  0           !
 1993.4!                   +   *              !!           .  .  0           !
 1994.1!                   +   *              !!           .  . 0.           !
 1994.2!                   +  *               !!           .  . 0.           !
 1994.3!                   + *                !!           .  .0 .           !
 1994.4!                  +   *               !!           .  . 0.           !
 1995.1!                   +   *              !!           .  . 0.           !
 1995.2!                   +                  !!           .  0  .           !
 1995.3!                 + *                  !!           .  .0 .           !
 1995.4!                *+                    !!           . 0.  .           !
 1996.1!              +   *                   !!           .  . 0.           !
 1996.2!                +                     !!           .  0  .           !
 1996.3!               +  *                   !!           .  . 0.           !
 1996.4!                +  *                  !!           .  . 0.           !
 1997.1!                 +  *                 !!           .  . 0.           !
 1997.2!                 +*                   !!           .  0  .           !
 1997.3!                + *                   !!           .  .0 .           !
 1997.4!                 +                    !!           .  0  .           !
 1998.1!               +  *                   !!           .  . 0.           !
 1998.2!                +*                    !!           .  0  .           !
 1998.3!              * +                     !!           . 0.  .           !
 1998.4!              +   *                   !!           .  . 0.           !
 1999.1!            *   +                     !!           .0 .  .           !
 1999.2!             +                        !!           .  0  .           !
 1999.3!          *  +                        !!           .0 .  .           !
 1999.4!           + *                        !!           .  .0 .           !
 2000.1!           * +                        !!           . 0.  .           !
 2000.2!            +                         !!           .  0  .           !
 2000.3!          *  +                        !!           .0 .  .           !
 2000.4!        *  +                          !!           . 0.  .           !
 2001.1!          +*                          !!           .  .0 .           !
 2001.2!           *+                         !!           . 0.  .           !
 2001.3!          * +                         !!           . 0.  .           !
 2001.4!           *+                         !!           . 0.  .           !
 2002.1!            +*                        !!           .  .0 .           !
 2002.2!    *        +                        !!         0 .  .  .           !
 2002.3! *      +                             !!           0  .  .           !
 2002.4!   *  +                               !!           .0 .  .           !
 2003.1! *     +                              !!           0  .  .           !
 2003.2!      +*                              !!           .  0  .           !
 2003.3!          +   *                       !!           .  .  0           !
 2003.4!        *     +                       !!          0.  .  .           !
 2004.1!          +                           !!           .  0  .           !
 2004.2!           +                          *!           .  .  .           0
 2004.3!      *                      +        !! 0         .  .  .           !
 2004.4!         +       *                    !!           .  .  . 0         !
 2005.1!          *     +                     !!           0  .  .           !
 2005.2*            +                         !!       0   .  .  .           !
 2005.3!     +*                               !!           .  .0 .           !
 2005.4!         +      *                     !!           .  .  .0          !
 2006.1!             *  +                     !!           . 0.  .           !
 2006.2! *            +                       !!       0   .  .  .           !
 2006.3! *    +                               !!           0  .  .           !
 2006.4!      +     *                         !!           .  .  0           !
 2007.1!             +  *                     !!           .  . 0.           !
 2007.2!   *            +                     !!       0   .  .  .           !
 2007.3!       +   *                          !!           .  . 0.           !
 2007.4!            + *                       !!           .  .0 .           !
 2008.1!       *      +                       !!          0.  .  .           !
 2008.2!     *    +                           !!           .0 .  .           !
 2008.3!         +        *                   !!           .  .  . 0         !
 2008.4!                 +  *                 !!           .  . 0.           !
 2009.1!         *        +                   !!         0 .  .  .           !
 2009.2!           + *                        !!           .  .0 .           !
 2009.3!   *         +                        !!        0  .  .  .           !
 2009.4!     * +                              !!           . 0.  .           !
 2010.1!      *  +                            !!           .0 .  .           !
 2010.2!         +      *                     !!           .  .  .0          !
 2010.3!              *+                      !!           . 0.  .           !
 2010.4!            *  +                      !!           .0 .  .           !
 2011.1!             +                        !!           .  0  .           !
 2011.2!       *      +                       !!          0.  .  .           !
 2011.3!      *   +                           !!           .0 .  .           !
 2011.4!         + *                          !!           .  .0 .           !
 2012.1!            +                         !!           .  0  .           !
 2012.2!            *+                        !!           .  0  .           !
 2012.3!         *   +                        !!           0  .  .           !
 2012.4!         * +                          !!           . 0.  .           !


     21.91 percent of the residuals exceed 1 SE
      3.93 percent of the residuals exceed 2 SE
@@EQ 1987 LAAVIAR C LAVIAR(-1) PVIAR;SMPL 1991.3 2012.4;OLS;EST 1987 PLOT=0;EN
@@EQ 1988 LAANIAR C LANIAR(-1) PNIAR;SMPL 2000.3 2012.4;OLS;EST 1988 PLOT=0;EN
@@EQ 1989 LAAALAR C LAALAR(-1) PALAR;SMPL 1997.3 2012.4;OLS;EST 1989 PLOT=0;EN
@@EQ 1990 LAAIAAR C LAIAAR(-1) PIAAR;SMPL 1991.1 2012.4;OLS;EST 1990 PLOT=0;EN
@@EQ 1991 LAAINAR C LAINAR(-1) PINAR;SMPL 2000.3 2012.4;OLS;EST 1991 PLOT=0;EN
@@EQ 1992 LAAIQAR C LAIQAR(-1) PIQAR;SMPL 2010.3 2012.4;OLS;EST 1992 PLOT=0;EN
@@EQ 1993 LAAKUAR C LAKUAR(-1) PKUAR;SMPL 2006.3 2012.4;OLS;EST 1993 PLOT=0;EN
@@EQ 1994 LAALIAR C LALIAR(-1) PLIAR;SMPL 2013.1 2012.4;OLS;EST 1994 PLOT=0;EN
@@EQ 1995 LAAUAAR C LAUAAR(-1) PUAAR;SMPL 2000.1 2012.4;OLS;EST 1995 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSBR=USPX$/BRPMM;                                                      
 GENR LAAUSBR=LOG(AAUSBR+.00001);                                             
 GENR LAUSBR=LOG(AUSBR+.00001);                                               
 LHS AAUSBR=EXP(LAAUSBR)-.00001;                                              
  EQ 1996 LAAUSBR C LAUSBR(-1) PUSBR;                                         
EQUATION 1243  LAAUSBR  
   RHS     C  LAUSBR(-1)  PUSBR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1243 PLOT=0;END;                                                     

Equation number = 1243
**********************

Dependent variable = LAAUSBR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -1.546144387

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.544779033       0.081469855  -6.68688     1.000000
14138 LAUSBR  ( -1)       0.552262174       0.063714097   8.66782    -1.544732
14136 PUSBR   (  0)      -0.100071402       0.031188763  -3.20857     1.481625

SE of equation            =     0.112274761
Sum of squared residuals  =  2.33204004      -0.743849426E-12
Average absolute error    =     0.083320763
Sum of ABS residuals      =  15.6643034    
R squared                 =   0.48798
Durbin-Watson statistic   =   2.06284
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                        +    *        !!          .   .   .0         !
 1966.2!                      *+              !!          .  0.   .          !
 1966.3!                   +       *          !!          .   .   .   0      !
 1966.4!                      +   *           !!          .   .   .0         !
 1967.1!                      +     *         !!          .   .   . 0        !
 1967.2!                  *    +              !!         0.   .   .          !
 1967.3!                 +       *            !!          .   .   .   0      !
 1967.4!                     +*               !!          .   0   .          !
 1968.1!                *  +                  !!          .0  .   .          !
 1968.2!                +  *                  !!          .   .  0.          !
 1968.3!                 +*                   !!          .   . 0 .          !
 1968.4!                *+                    !!          .   0   .          !
 1969.1!        *       +                     !!      0   .   .   .          !
 1969.2!           +         *                !!          .   .   .     0    !
 1969.3!                  *+                  !!          .  0.   .          !
 1969.4!              *  +                    !!          . 0 .   .          !
 1970.1!               +    *                 !!          .   .   . 0        !
 1970.2!                  + *                 !!          .   . 0 .          !
 1970.3!             *    +                   !!         0.   .   .          !
 1970.4!               +      *               !!          .   .   .   0      !
 1971.1!                    +  *              !!          .   .  0.          !
 1971.2!                   *+                 !!          .  0.   .          !
 1971.3!                  +                   !!          .  0.   .          !
 1971.4!           *      +                   !!       0  .   .   .          !
 1972.1!              +        *              !!          .   .   .    0     !
 1972.2!                  *  +                !!          .0  .   .          !
 1972.3!                  +                   !!          .   0   .          !
 1972.4!                   +    *             !!          .   .   .0         !
 1973.1!                      +*              !!          .   . 0 .          !
 1973.2!                    * +               !!          .  0.   .          !
 1973.3!                 *  +                 !!          .0  .   .          !
 1973.4!                 +  *                 !!          .   .  0.          !
 1974.1!                  +    *              !!          .   .   .0         !
 1974.2!                     +*               !!          .   .0  .          !
 1974.3!                  *  +                !!          .0  .   .          !
 1974.4!                  +*                  !!          .   .0  .          !
 1975.1!                  *+                  !!          .  0.   .          !
 1975.2!                  +   *               !!          .   .   .0         !
 1975.3!                    +                 !!          .   0   .          !
 1975.4!                   +       *          !!          .   .   .    0     !
 1976.1!                     * +              !!          . 0 .   .          !
 1976.2!                 * +                  !!          . 0 .   .          !
 1976.3!              *  +                    !!          .0  .   .          !
 1976.4!           *   +                      !!         0.   .   .          !
 1977.1!             +   *                    !!          .   .   0          !
 1977.2!                 +                    !!          .  0.   .          !
 1977.3!              *  +                    !!          .0  .   .          !
 1977.4!          *     +                     !!       0  .   .   .          !
 1978.1!             +  *                     !!          .   .   0          !
 1978.2!                 + *                  !!          .   . 0 .          !
 1978.3!               *   +                  !!          0   .   .          !
 1978.4!                +    *                !!          .   .   .0         !
 1979.1!                  * +                 !!          . 0 .   .          !
 1979.2!                   +  *               !!          .   .   0          !
 1979.3!                     +  *             !!          .   . 0 .          !
 1979.4!                      +      *        !!          .   .   .  0       !
 1980.1!                         +*           !!          .   .0  .          !
 1980.2!                        +  *          !!          .   .  0.          !
 1980.3!                       *+             !!          .   0   .          !
 1980.4!                     +  *             !!          .   .  0.          !
 1981.1!                     +                !!          .  0.   .          !
 1981.2!           *       +                  !!      0   .   .   .          !
 1981.3!   *         +                        !!    0     .   .   .          !
 1981.4!    *   +                             !!          0   .   .          !
 1982.1!       *+                             !!          .  0.   .          !
 1982.2!         *+                           !!          .   0   .          !
 1982.3!        *  +                          !!          .0  .   .          !
 1982.4!    *      +                          !!       0  .   .   .          !
 1983.1!    *   +                             !!         0.   .   .          !
 1983.2!     *  +                             !!          .0  .   .          !
 1983.3!   *    +                             !!        0 .   .   .          !
 1983.4!      *+                              !!          .  0.   .          !
 1984.1*         +                            !!   0      .   .   .          !
 1984.2!   * +                                !!          .0  .   .          !
 1984.3!        +*                            !!          .   .0  .          !
 1984.4!            +*                        !!          .   . 0 .          !
 1985.1!              +                       !!          .   0   .          !
 1985.2!             *+                       !!          .  0.   .          !
 1985.3!        *    +                        !!         0.   .   .          !
 1985.4!           +    *                     !!          .   .   .0         !
 1986.1!               *+                     !!          .  0.   .          !
 1986.2!                +*                    !!          .   .0  .          !
 1986.3!                 +                    !!          .   0   .          !
 1986.4!                *+                    !!          .  0.   .          !
 1987.1!            *    +                    !!        0 .   .   .          !
 1987.2!              +                       !!          .   0   .          !
 1987.3!               +    *                 !!          .   .   .0         !
 1987.4!                  + *                 !!          .   . 0 .          !
 1988.1!                  *+                  !!          .  0.   .          !
 1988.2!                 +   *                !!          .   .   0          !
 1988.3!         *         +                  !!    0     .   .   .          !
 1988.4!            +  *                      !!          .   .  0.          !
 1989.1!               +  *                   !!          .   .  0.          !
 1989.2!                 + *                  !!          .   . 0 .          !
 1989.3!          *       +                   !!     0    .   .   .          !
 1989.4!             +      *                 !!          .   .   .  0       !
 1990.1!                   + *                !!          .   . 0 .          !
 1990.2!                 * +                  !!          . 0 .   .          !
 1990.3!                 +*                   !!          .   .0  .          !
 1990.4!                 * +                  !!          .  0.   .          !
 1991.1!                  +     *             !!          .   .   .  0       !
 1991.2!                      + *             !!          .   . 0 .          !
 1991.3!                     + *              !!          .   . 0 .          !
 1991.4!                     +   *            !!          .   .   0          !
 1992.1!        *             +               !0          .   .   .          !
 1992.2!          +     *                     !!          .   .   . 0        !
 1992.3!                 +             *      !!          .   .   .          0
 1992.4!                           +          *!          .   .   .       0  !
 1993.1!                  *            +      !!0         .   .   .          !
 1993.2!                 *+                   !!          .  0.   .          !
 1993.3!             *    +                   !!         0.   .   .          !
 1993.4!                +  *                  !!          .   .  0.          !
 1994.1!                  +                   !!          .  0.   .          !
 1994.2!               *  +                   !!          .0  .   .          !
 1994.3!                 +                    !!          .   0   .          !
 1994.4!                  + *                 !!          .   . 0 .          !
 1995.1!                  * +                 !!          . 0 .   .          !
 1995.2!                 * +                  !!          . 0 .   .          !
 1995.3!                *  +                  !!          .0  .   .          !
 1995.4!                  + *                 !!          .   . 0 .          !
 1996.1!                    + *               !!          .   . 0 .          !
 1996.2!                     *+               !!          .   0   .          !
 1996.3!                     +*               !!          .   .0  .          !
 1996.4!                     *+               !!          .  0.   .          !
 1997.1!                     + *              !!          .   . 0 .          !
 1997.2!                      + *             !!          .   . 0 .          !
 1997.3!                     *+               !!          . 0 .   .          !
 1997.4!                    +   *             !!          .   .   0          !
 1998.1!                      *+              !!          .  0.   .          !
 1998.2!                     +                !!          .   0   .          !
 1998.3!                 *   +                !!          .0  .   .          !
 1998.4!                   +    *             !!          .   .   . 0        !
 1999.1!                       +*             !!          .   .0  .          !
 1999.2!                     *+               !!          .  0.   .          !
 1999.3!                    + *               !!          .   .0  .          !
 1999.4!                     + *              !!          .   . 0 .          !
 2000.1!                      +               !!          .   .0  .          !
 2000.2!                     +*               !!          .   .0  .          !
 2000.3!                     + *              !!          .   . 0 .          !
 2000.4!                      + *             !!          .   .  0.          !
 2001.1!                       +*             !!          .   . 0 .          !
 2001.2!                      + *             !!          .   . 0 .          !
 2001.3!                       + *            !!          .   .  0.          !
 2001.4!                       +              !!          .   .0  .          !
 2002.1!                      + *             !!          .   . 0 .          !
 2002.2!                 *    +               !!        0 .   .   .          !
 2002.3!                  +                   !!          .   0   .          !
 2002.4!                   + *                !!          .   . 0 .          !
 2003.1!                    *+                !!          .   0   .          !
 2003.2!                  *  +                !!          . 0 .   .          !
 2003.3!                  *+                  !!          .  0.   .          !
 2003.4!                   +  *               !!          .   .  0.          !
 2004.1!                     +     *          !!          .   .   .0         !
 2004.2!                  *     +             !!       0  .   .   .          !
 2004.3!                 * +                  !!          .0  .   .          !
 2004.4!                  *+                  !!          .  0.   .          !
 2005.1!                   +                  !!          .  0.   .          !
 2005.2!                    +                 !!          .   0   .          !
 2005.3!                 *  +                 !!          0   .   .          !
 2005.4!                   +*                 !!          .   .0  .          !
 2006.1!                   * +                !!          . 0 .   .          !
 2006.2!                   *+                 !!          .  0.   .          !
 2006.3!                   *+                 !!          .  0.   .          !
 2006.4!                    +  *              !!          .   .  0.          !
 2007.1!                     *+               !!          .  0.   .          !
 2007.2!                    * +               !!          . 0 .   .          !
 2007.3!                   * +                !!          . 0 .   .          !
 2007.4!                    + *               !!          .   . 0 .          !
 2008.1!                    * +               !!          .0  .   .          !
 2008.2!                     +                !!          .   0   .          !
 2008.3!                   *  +               !!          .0  .   .          !
 2008.4!                    + *               !!          .   . 0 .          !
 2009.1!                      +  *            !!          .   .  0.          !
 2009.2!                       *+             !!          .  0.   .          !
 2009.3!                *     +               !!       0  .   .   .          !
 2009.4!                   +                  !!          .   0   .          !
 2010.1!                    +                 !!          .   0   .          !
 2010.2!                   * +                !!          .0  .   .          !
 2010.3!                *   +                 !!          0   .   .          !
 2010.4!                   +*                 !!          .   .0  .          !
 2011.1!                     +                !!          .  0.   .          !
 2011.2!                  *  +                !!          .0  .   .          !
 2011.3!                *   +                 !!          0   .   .          !
 2011.4!                   +*                 !!          .   . 0 .          !
 2012.1!                   * +                !!          . 0 .   .          !
 2012.2!                 *  +                 !!          .0  .   .          !
 2012.3!                 * +                  !!          .0  .   .          !
 2012.4!                   + *                !!          .   . 0 .          !


     24.47 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ  1997 LAACABR C LACABR(-1) PCABR;SMPL 1966.1 2012.4;OLS;EST 1997 PLOT=0;EN
@EQ  1998 LAAJABR C LAJABR(-1) PJABR;SMPL 1966.1 2012.4;OLS;EST 1998 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUBR=AUPX$/BRPMM;                                                      
 GENR LAAAUBR=LOG(AAAUBR+.00001);                                             
 GENR LAAUBR=LOG(AAUBR+.00001);                                               
 LHS AAAUBR=EXP(LAAAUBR)-.00001;                                              
  EQ 1999 LAAAUBR C LAAUBR(-1) PAUBR;                                         
EQUATION 1244  LAAAUBR  
   RHS     C  LAAUBR(-1)  PAUBR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1244 PLOT=0;END;                                                     

Equation number = 1244
**********************

Dependent variable = LAAAUBR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.721250933

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.930234731       0.226088430  -4.11447     1.000000
14141 LAAUBR  ( -1)       0.760606688       0.055170186  13.78655    -5.729754
14139 PAUBR   (  0)      -0.342246370       0.167555138  -2.04259     1.264957

SE of equation            =     0.293595299
Sum of squared residuals  =  15.9466669      -0.301714209E-11
Average absolute error    =     0.216017155
Sum of ABS residuals      =  40.6112251    
R squared                 =   0.71416
Durbin-Watson statistic   =   2.29340
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     *     +                          !!           0  .  .           !
 1966.2!     *   +                            !!           .0 .  .           !
 1966.3!        + *                           !!           .  .0 .           !
 1966.4!             +   *                    !!           .  . 0.           !
 1967.1!                  +  *                !!           .  . 0.           !
 1967.2!                      +     *         !!           .  .  0           !
 1967.3!                          +*          !!           .  0  .           !
 1967.4!                         +*           !!           .  .0 .           !
 1968.1!                *        +            !!         0 .  .  .           !
 1968.2!       *        +                     !!         0 .  .  .           !
 1968.3!       *  +                           !!           .0 .  .           !
 1968.4!       * +                            !!           . 0.  .           !
 1969.1!          +  *                        !!           .  .0 .           !
 1969.2!        *     +                       !!          0.  .  .           !
 1969.3!        *  +                          !!           . 0.  .           !
 1969.4!         * +                          !!           . 0.  .           !
 1970.1!            +*                        !!           .  .0 .           !
 1970.2!               +   *                  !!           .  .  0           !
 1970.3!                  * +                 !!           . 0.  .           !
 1970.4!                   +   *              !!           .  .  0           !
 1971.1!                    *  +              !!           .0 .  .           !
 1971.2!                 *  +                 !!           .0 .  .           !
 1971.3!                  +      *            !!           .  .  .0          !
 1971.4!                        +    *        !!           .  .  0           !
 1972.1!                           +     *    !!           .  .  0           !
 1972.2!                               +  *   !!           .  . 0.           !
 1972.3!                               + *    !!           .  .0 .           !
 1972.4!                          *   +       !!           0  .  .           !
 1973.1!                        *+            !!           .  0  .           !
 1973.2!                      * +             !!           . 0.  .           !
 1973.3!            *        +                !!         0 .  .  .           !
 1973.4!              +     *                 !!           .  .  .0          !
 1974.1!                  *+                  !!           . 0.  .           !
 1974.2!                  *+                  !!           . 0.  .           !
 1974.3!                    +*                !!           .  .0 .           !
 1974.4!                    *+                !!           . 0.  .           !
 1975.1!                    +                 !!           .  0  .           !
 1975.2!              *      +                !!          0.  .  .           !
 1975.3!              * +                     !!           . 0.  .           !
 1975.4!                +   *                 !!           .  . 0.           !
 1976.1!                 *   +                !!           .0 .  .           !
 1976.2!              *   +                   !!           .0 .  .           !
 1976.3!                +                     !!           .  0  .           !
 1976.4!               *+                     !!           . 0.  .           !
 1977.1!                +   *                 !!           .  .  0           !
 1977.2!                    +     *           !!           .  .  0           !
 1977.3!                     *   +            !!           .0 .  .           !
 1977.4!           *        +                 !!         0 .  .  .           !
 1978.1!            + *                       !!           .  .0 .           !
 1978.2!                + *                   !!           .  .0 .           !
 1978.3!          *       +                   !!          0.  .  .           !
 1978.4!            +        *                !!           .  .  . 0         !
 1979.1!                    + *               !!           .  .0 .           !
 1979.2!                      +  *            !!           .  . 0.           !
 1979.3!                  *      +            !!          0.  .  .           !
 1979.4!                   +    *             !!           .  .  0           !
 1980.1!                   *     +            !!           0  .  .           !
 1980.2!          *          +                !!        0  .  .  .           !
 1980.3!             +     *                  !!           .  .  .0          !
 1980.4!                *    +                !!           0  .  .           !
 1981.1!                  + *                 !!           .  .0 .           !
 1981.2!                *   +                 !!           0  .  .           !
 1981.3!          *       +                   !!          0.  .  .           !
 1981.4!            + *                       !!           .  .0 .           !
 1982.1!           *   +                      !!           .0 .  .           !
 1982.2!             +*                       !!           .  .0 .           !
 1982.3!        *       +                     !!         0 .  .  .           !
 1982.4!           +        *                 !!           .  .  .  0        !
 1983.1!                    +     *           !!           .  .  .0          !
 1983.2*                         +            !0           .  .  .           !
 1983.3!    +    *                            !!           .  .  0           !
 1983.4!*           +                         !!       0   .  .  .           !
 1984.1! *   +                                !!           .0 .  .           !
 1984.2!      +              *                !!           .  .  .     0     !
 1984.3!           *          +               !!        0  .  .  .           !
 1984.4!            *  +                      !!           . 0.  .           !
 1985.1!            *   +                     !!           .0 .  .           !
 1985.2!         *     +                      !!          0.  .  .           !
 1985.3!           *+                         !!           . 0.  .           !
 1985.4!        *    +                        !!           0  .  .           !
 1986.1!         * +                          !!           . 0.  .           !
 1986.2!            +   *                     !!           .  .  0           !
 1986.3!                 +        *           !!           .  .  . 0         !
 1986.4!                 *       +            !!          0.  .  .           !
 1987.1!         *        +                   !!         0 .  .  .           !
 1987.2!         * +                          !!           . 0.  .           !
 1987.3!         * +                          !!           . 0.  .           !
 1987.4!          +    *                      !!           .  .  0           !
 1988.1!           *   +                      !!           .0 .  .           !
 1988.2!     *     +                          !!           0  .  .           !
 1988.3!        +*                            !!           .  .0 .           !
 1988.4!         *+                           !!           . 0.  .           !
 1989.1!           +*                         !!           .  .0 .           !
 1989.2!             +          *             !!           .  .  .  0        !
 1989.3!            *          +              !!       0   .  .  .           !
 1989.4!             +*                       !!           .  .0 .           !
 1990.1!              *+                      !!           . 0.  .           !
 1990.2!              + *                     !!           .  .0 .           !
 1990.3!                +                     !!           .  0  .           !
 1990.4!                +                     !!           .  0  .           !
 1991.1!               +      *               !!           .  .  .0          !
 1991.2!                 *   +                !!           0  .  .           !
 1991.3!                  + *                 !!           .  .0 .           !
 1991.4!                *   +                 !!           .0 .  .           !
 1992.1!            *   +                     !!           .0 .  .           !
 1992.2!          +    *                      !!           .  .  0           !
 1992.3!              +          *            !!           .  .  .  0        !
 1992.4!                     *    +           !!           0  .  .           !
 1993.1!                *      +              !!          0.  .  .           !
 1993.2!                *+                    !!           . 0.  .           !
 1993.3!                 *+                   !!           .  0  .           !
 1993.4!                  +   *               !!           .  . 0.           !
 1994.1!                    *+                !!           . 0.  .           !
 1994.2!                    +*                !!           .  .0 .           !
 1994.3!                     +                !!           .  0  .           !
 1994.4!                     +    *           !!           .  .  0           !
 1995.1!                         + *          !!           .  . 0.           !
 1995.2!                         *+           !!           . 0.  .           !
 1995.3!                        + *           !!           .  .0 .           !
 1995.4!                         +    *       !!           .  .  0           !
 1996.1!                            +    *    !!           .  .  0           !
 1996.2!                             * +      !!           . 0.  .           !
 1996.3!                           *+         !!           . 0.  .           !
 1996.4!                          +   *       !!           .  . 0.           !
 1997.1!                           * +        !!           . 0.  .           !
 1997.2!                           +    *     !!           .  .  0           !
 1997.3!                               +      !!           .  0  .           !
 1997.4!                              + *     !!           .  . 0.           !
 1998.1!                           *   +      !!           .0 .  .           !
 1998.2!                          *+          !!           .  0  .           !
 1998.3!                          + *         !!           .  .0 .           !
 1998.4!                           +*         !!           .  .0 .           !
 1999.1!                           + *        !!           .  .0 .           !
 1999.2!                            + *       !!           .  .0 .           !
 1999.3!                            + *       !!           .  .0 .           !
 1999.4!                             + *      !!           .  .0 .           !
 2000.1!                              +       !!           .  0  .           !
 2000.2!                             *+       !!           .  0  .           !
 2000.3!                             +        !!           .  0  .           !
 2000.4!                             +        *!           .  .  . 0         !
 2001.1!                                  * + !!           . 0.  .           !
 2001.2!                                 +   *!!           .  . 0.           !
 2001.3!                                 * +  !!           . 0.  .           !
 2001.4!                                + *   !!           .  .0 .           !
 2002.1!                                +*    !!           .  .0 .           !
 2002.2!                               *+     !!           . 0.  .           !
 2002.3!                            * +       !!           . 0.  .           !
 2002.4!                            +         !!           .  0  .           !
 2003.1!                           + *        !!           .  .0 .           !
 2003.2!                           *+         !!           . 0.  .           !
 2003.3!                          +   *       !!           .  . 0.           !
 2003.4!                          *  +        !!           .0 .  .           !
 2004.1!                         +*           !!           .  0  .           !
 2004.2!                          +           !!           .  0  .           !
 2004.3!                         +     *      !!           .  .  0           !
 2004.4!                             +        !!           .  0  .           !
 2005.1!                            +     *   !!           .  .  0           !
 2005.2!                               +*     !!           .  0  .           !
 2005.3!                            * +       !!           . 0.  .           !
 2005.4!                            + *       !!           .  .0 .           !
 2006.1!                             +  *     !!           .  . 0.           !
 2006.2!                            *  +      !!           . 0.  .           !
 2006.3!                            +         !!           .  0  .           !
 2006.4!                           +  *       !!           .  . 0.           !
 2007.1!                             + *      !!           .  .0 .           !
 2007.2!                              +       !!           .  0  .           !
 2007.3!                             +*       !!           .  .0 .           !
 2007.4!                             +     *  !!           .  .  .0          !
 2008.1!                                *+    !!           . 0.  .           !
 2008.2!                               + *    !!           .  . 0.           !
 2008.3!                                + *   !!           .  .0 .           !
 2008.4!                                + *   !!           .  .0 .           !
 2009.1!                                +    *!!           .  .  0           !
 2009.2!                                  *+  !!           .  0  .           !
 2009.3!                                + *   !!           .  .0 .           !
 2009.4!                                +  *  !!           .  . 0.           !
 2010.1!                               * +    !!           . 0.  .           !
 2010.2!                              +  *    !!           .  . 0.           !
 2010.3!                                +     !!           .  0  .           !
 2010.4!                               +    * !!           .  .  0           !
 2011.1!                                 *+   !!           .  0  .           !
 2011.2!                                +*    !!           .  0  .           !
 2011.3!                              * +     !!           . 0.  .           !
 2011.4!                              + *     !!           .  .0 .           !
 2012.1!                               +  *   !!           .  . 0.           !
 2012.2!                                 +*   !!           .  .0 .           !
 2012.3!                               * +    !!           . 0.  .           !
 2012.4!                               +  *   !!           .  . 0.           !


     25.53 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRBR=FRPX$/BRPMM;                                                      
 GENR LAAFRBR=LOG(AAFRBR+.00001);                                             
 GENR LAFRBR=LOG(AFRBR+.00001);                                               
 LHS AAFRBR=EXP(LAAFRBR)-.00001;                                              
  EQ 2000 LAAFRBR C LAFRBR(-1) PFRBR;                                         
EQUATION 1245  LAAFRBR  
   RHS     C  LAFRBR(-1)  PFRBR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1245 PLOT=0;END;                                                     

Equation number = 1245
**********************

Dependent variable = LAAFRBR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.517199601

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.701651795       0.146592568  -4.78641     1.000000
14144 LAFRBR  ( -1)       0.767768845       0.048537684  15.81800    -3.520327
14142 PFRBR   (  0)      -0.074403508       0.043581884  -1.70721     1.515393

SE of equation            =     0.177327217
Sum of squared residuals  =  5.81731428      -0.105324638E-10
Average absolute error    =     0.137246420
Sum of ABS residuals      =  25.8023269    
R squared                 =   0.68374
Durbin-Watson statistic   =   2.32977
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*    +                                 !!        0.    .    .         !
 1966.2!  +      *                            !!         .    .    .   0     !
 1966.3! *        +                           !!  0      .    .    .         !
 1966.4!    + *                               !!         .    .  0 .         !
 1967.1!    *   +                             !!         0    .    .         !
 1967.2! *    +                               !!        0.    .    .         !
 1967.3!  * +                                 !!         . 0  .    .         !
 1967.4!     +   *                            !!         .    .    .0        !
 1968.1!        * +                           !!         . 0  .    .         !
 1968.2!      *  +                            !!         .0   .    .         !
 1968.3!       +                              !!         .   0.    .         !
 1968.4!       *+                             !!         .  0 .    .         !
 1969.1!       *+                             !!         .  0 .    .         !
 1969.2! *      +                             !!     0   .    .    .         !
 1969.3!    + *                               !!         .    .0   .         !
 1969.4!        +                             !!         .    0    .         !
 1970.1!         +                            !!         .    0    .         !
 1970.2!         *+                           !!         .  0 .    .         !
 1970.3!         * +                          !!         .  0 .    .         !
 1970.4!         *+                           !!         .  0 .    .         !
 1971.1!           +                          !!         .    0    .         !
 1971.2!            +    *                    !!         .    .    . 0       !
 1971.3!                 +  *                 !!         .    .   0.         !
 1971.4!                *  +                  !!         .0   .    .         !
 1972.1!                +                     !!         .    0    .         !
 1972.2!                +   *                 !!         .    .    .0        !
 1972.3!                  *+                  !!         .   0.    .         !
 1972.4!                  +*                  !!         .    . 0  .         !
 1973.1!                   + *                !!         .    .  0 .         !
 1973.2!                 *  +                 !!         .0   .    .         !
 1973.3!            *    +                    !!        0.    .    .         !
 1973.4!       *     +                        !!       0 .    .    .         !
 1974.1!         +   *                        !!         .    .    .0        !
 1974.2!           *  +                       !!         .0   .    .         !
 1974.3!           * +                        !!         .  0 .    .         !
 1974.4!            *+                        !!         .   0.    .         !
 1975.1!             +    *                   !!         .    .    . 0       !
 1975.2!            *     +                   !!      0  .    .    .         !
 1975.3!           * +                        !!         .  0 .    .         !
 1975.4!         *  +                         !!         .0   .    .         !
 1976.1!          +                           !!         .    0    .         !
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 1976.3!             +                        !!         .    .0   .         !
 1976.4!           *  +                       !!         . 0  .    .         !
 1977.1!            + *                       !!         .    .  0 .         !
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 1977.3!              + *                     !!         .    . 0  .         !
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 1978.2!               +*                     !!         .    .0   .         !
 1978.3!                +*                    !!         .    . 0  .         !
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 1979.3!                      +               !!         .    0    .         !
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 1980.1!                 * +                  !!         . 0  .    .         !
 1980.2!                 +        *           !!         .    .    .      0  !
 1980.3!                   *    +             !!       0 .    .    .         !
 1980.4!                 *+                   !!         .   0.    .         !
 1981.1!              *  +                    !!         .0   .    .         !
 1981.2!               +                      !!         .    .0   .         !
 1981.3!               +  *                   !!         .    .   0.         !
 1981.4!          *      +                    !!    0    .    .    .         !
 1982.1!           +*                         !!         .    .0   .         !
 1982.2!            +  *                      !!         .    .   0.         !
 1982.3!               +   *                  !!         .    .    .0        !
 1982.4!                  +     *             !!         .    .    . 0       !
 1983.1!                      +      *        !!         .    .    .   0     !
 1983.2!                         +   *        !!         .    .    0         !
 1983.3!                      *   +           !!         0    .    .         !
 1983.4!                  *  +                !!         . 0  .    .         !
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 1984.2!                    +    *            !!         .    .    .0        !
 1984.3!                       +     *        !!         .    .    .  0      !
 1984.4!                     *    +           !!        0.    .    .         !
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 1985.2!                 *   +                !!         0    .    .         !
 1985.3!            *    +                    !!        0.    .    .         !
 1985.4!             + *                      !!         .    . 0  .         !
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 1986.2!                    +  *              !!         .    .  0 .         !
 1986.3!                     +  *             !!         .    .   0.         !
 1986.4!                      +  *            !!         .    .   0.         !
 1987.1!                       +              !!         .    0    .         !
 1987.2!                  *  +                !!         .0   .    .         !
 1987.3!                 +         *          !!         .    .    .       0 !
 1987.4!                        + *           !!         .    .  0 .         !
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 1989.1!                  * +                 !!         .  0 .    .         !
 1989.2!                  +                   !!         .    .0   .         !
 1989.3!              *   +                   !!         0    .    .         !
 1989.4!             *+                       !!         .   0.    .         !
 1990.1!              +*                      !!         .    .0   .         !
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 1990.4!             *   +                    !!         0    .    .         !
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 1991.4!            *   +                     !!         0    .    .         !
 1992.1!    *        +                        !!  0      .    .    .         !
 1992.2!     +   *                            !!         .    .    0         !
 1992.3!          +        *                  !!         .    .    .      0  !
 1992.4!               *   +                  !!         0    .    .         !
 1993.1!            *   +                     !!        0.    .    .         !
 1993.2!             +                        !!         .    0    .         !
 1993.3!            *  +                      !!         . 0  .    .         !
 1993.4!           * +                        !!         . 0  .    .         !
 1994.1!             + *                      !!         .    .  0 .         !
 1994.2!           *   +                      !!        0.    .    .         !
 1994.3!           *+                         !!         .  0 .    .         !
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 1995.1!             +   *                    !!         .    .   0.         !
 1995.2!          *      +                    !!    0    .    .    .         !
 1995.3!          * +                         !!         .  0 .    .         !
 1995.4!         *  +                         !!         .0   .    .         !
 1996.1!           + *                        !!         .    .  0 .         !
 1996.2!               +                      !!         .    0    .         !
 1996.3!              * +                     !!         . 0  .    .         !
 1996.4!             * +                      !!         .  0 .    .         !
 1997.1!            *  +                      !!         . 0  .    .         !
 1997.2!             *+                       !!         .   0.    .         !
 1997.3!               +                      !!         .    .0   .         !
 1997.4!          *     +                     !!      0  .    .    .         !
 1998.1!            +  *                      !!         .    .  0 .         !
 1998.2!                +*                    !!         .    .0   .         !
 1998.3!                 +                    !!         .    0    .         !
 1998.4!                  +     *             !!         .    .    .   0     !
 1999.1!                       +   *          !!         .    .    0         !
 1999.2!                         +            !!         .    0    .         !
 1999.3!                      * +             !!         .  0 .    .         !
 1999.4!                      +               !!         .    .0   .         !
 2000.1!                      +          *    !!         .    .    .         0
 2000.2!                       *      +       !!    0    .    .    .         !
 2000.3!                      +         *     !!         .    .    .       0 !
 2000.4!                            * +       !!         . 0  .    .         !
 2001.1!                          +  *        !!         .    .   0.         !
 2001.2!                           +     *    !!         .    .    . 0       !
 2001.3!                             *+       !!         .  0 .    .         !
 2001.4!                           +          *!         .    .    .         0
 2002.1!                           *      +   !!     0   .    .    .         !
 2002.2!                          +          *!!         .    .    .         0
 2002.3!                                 +    *!         .    .    . 0       !
 2002.4!                          *       +   !!   0     .    .    .         !
 2003.1!                        +*            !!         .    .0   .         !
 2003.2!                        +             !!         .    0    .         !
 2003.3!                     * +              !!         .0   .    .         !
 2003.4!                    +                 !!         .    0    .         !
 2004.1!                    +  *              !!         .    .  0 .         !
 2004.2!                     *+               !!         .   0.    .         !
 2004.3!                     +*               !!         .    . 0  .         !
 2004.4!                   *  +               !!         .0   .    .         !
 2005.1!                   +      *           !!         .    .    .    0    !
 2005.2!                        *+            !!         .  0 .    .         !
 2005.3!                      *+              !!         .   0.    .         !
 2005.4!                     + *              !!         .    . 0  .         !
 2006.1!                      +*              !!         .    .0   .         !
 2006.2!                      + *             !!         .    . 0  .         !
 2006.3!                      *+              !!         .   0.    .         !
 2006.4!                   *  +               !!         . 0  .    .         !
 2007.1!                    +  *              !!         .    .   0.         !
 2007.2!                   *  +               !!         .0   .    .         !
 2007.3!                   + *                !!         .    . 0  .         !
 2007.4!                     +  *             !!         .    .   0.         !
 2008.1!                   *   +              !!         0    .    .         !
 2008.2!               *   +                  !!        0.    .    .         !
 2008.3!                + *                   !!         .    .  0 .         !
 2008.4!                   +  *               !!         .    .    0         !
 2009.1!                     *+               !!         .  0 .    .         !
 2009.2!                   * +                !!         .  0 .    .         !
 2009.3!                *  +                  !!         .0   .    .         !
 2009.4!            *    +                    !!        0.    .    .         !
 2010.1!              +   *                   !!         .    .    0         !
 2010.2!                  +*                  !!         .    .0   .         !
 2010.3!              *     +                 !!      0  .    .    .         !
 2010.4!              *+                      !!         .  0 .    .         !
 2011.1!               +                      !!         .    0    .         !
 2011.2!                +*                    !!         .    .0   .         !
 2011.3!              *   +                   !!         .0   .    .         !
 2011.4!              * +                     !!         . 0  .    .         !
 2012.1!               +   *                  !!         .    .    0         !
 2012.2!                  * +                 !!         .  0 .    .         !
 2012.3!                   +*                 !!         .    . 0  .         !
 2012.4!              *     +                 !!      0  .    .    .         !


     29.79 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ  2001 LAAGEBR C LAGEBR(-1) PGEBR;SMPL 1966.1 2012.4;OLS;EST 2001 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITBR=ITPX$/BRPMM;                                                      
 GENR LAAITBR=LOG(AAITBR+.00001);                                             
 GENR LAITBR=LOG(AITBR+.00001);                                               
 LHS AAITBR=EXP(LAAITBR)-.00001;                                              
  EQ 2002 LAAITBR C LAITBR(-1) PITBR;                                         
EQUATION 1246  LAAITBR  
   RHS     C  LAITBR(-1)  PITBR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1246 PLOT=0;END;                                                     

Equation number = 1246
**********************

Dependent variable = LAAITBR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.266364578

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.596070075       0.145258045  -4.10353     1.000000
14147 LAITBR  ( -1)       0.804516976       0.048828386  16.47642    -3.269156
14145 PITBR   (  0)      -0.036682253       0.119769105  -0.30627     1.095972

SE of equation            =     0.191016304
Sum of squared residuals  =  6.75013728      -0.223554508E-11
Average absolute error    =     0.143471797
Sum of ABS residuals      =  26.9726979    
R squared                 =   0.67233
Durbin-Watson statistic   =   2.50054
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!    +  *                              !!          .   . 0 .          !
 1966.2!       * +                            !!          . 0 .   .          !
 1966.3!       * +                            !!          . 0 .   .          !
 1966.4!       * +                            !!          . 0 .   .          !
 1967.1!         +      *                     !!          .   .   . 0        !
 1967.2!             *  +                     !!          .0  .   .          !
 1967.3!              +*                      !!          .   .0  .          !
 1967.4!               *+                     !!          .  0.   .          !
 1968.1!              * +                     !!          .  0.   .          !
 1968.2!               +*                     !!          .   .0  .          !
 1968.3!                +                     !!          .   0   .          !
 1968.4!                +  *                  !!          .   . 0 .          !
 1969.1!                  *+                  !!          .  0.   .          !
 1969.2!           *      +                   !!        0 .   .   .          !
 1969.3!            +   *                     !!          .   .   0          !
 1969.4!          *     +                     !!        0 .   .   .          !
 1970.1!          *+                          !!          .  0.   .          !
 1970.2!           +  *                       !!          .   .  0.          !
 1970.3!               +*                     !!          .   .0  .          !
 1970.4!                + *                   !!          .   .0  .          !
 1971.1!               *  +                   !!          . 0 .   .          !
 1971.2!               +  *                   !!          .   . 0 .          !
 1971.3!                  +*                  !!          .   .0  .          !
 1971.4!                   +       *          !!          .   .   .  0       !
 1972.1!                         + *          !!          .   .0  .          !
 1972.2!                        *+            !!          .  0.   .          !
 1972.3!                      *+              !!          .  0.   .          !
 1972.4!                     +     *          !!          .   .   .0         !
 1973.1!               *         +            !!      0   .   .   .          !
 1973.2!                +  *                  !!          .   .  0.          !
 1973.3!               *   +                  !!          0   .   .          !
 1973.4!               + *                    !!          .   . 0 .          !
 1974.1!                 +      *             !!          .   .   . 0        !
 1974.2!                    *  +              !!          . 0 .   .          !
 1974.3!                *   +                 !!          .0  .   .          !
 1974.4!                 + *                  !!          .   . 0 .          !
 1975.1!                   +        *         !!          .   .   .  0       !
 1975.2!                          + *         !!          .   . 0 .          !
 1975.3!                          + *         !!          .   . 0 .          !
 1975.4!                          +     *     !!          .   .   .0         !
 1976.1!                     *       +        !!       0  .   .   .          !
 1976.2!                     +                !!          .   0   .          !
 1976.3!                  * +                 !!          . 0 .   .          !
 1976.4!                * +                   !!          . 0 .   .          !
 1977.1!                +      *              !!          .   .   .0         !
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 1977.3!             *     +                  !!         0.   .   .          !
 1977.4!              +   *                   !!          .   .   0          !
 1978.1!           *      +                   !!        0 .   .   .          !
 1978.2!            +       *                 !!          .   .   . 0        !
 1978.3!             *     +                  !!         0.   .   .          !
 1978.4!             *+                       !!          .  0.   .          !
 1979.1!              +                       !!          .   0   .          !
 1979.2!               +       *              !!          .   .   .  0       !
 1979.3!      *               +               !!0         .   .   .          !
 1979.4!        + *                           !!          .   .0  .          !
 1980.1!           +   *                      !!          .   .  0.          !
 1980.2!         *     +                      !!         0.   .   .          !
 1980.3!           +                          !!          .   0   .          !
 1980.4!           *+                         !!          .  0.   .          !
 1981.1!           *+                         !!          .  0.   .          !
 1981.2!            +*                        !!          .   .0  .          !
 1981.3!              +      *                !!          .   .   . 0        !
 1981.4!                    +  *              !!          .   . 0 .          !
 1982.1!                   *  +               !!          . 0 .   .          !
 1982.2!                  *+                  !!          .   0   .          !
 1982.3!      *           +                   !!    0     .   .   .          !
 1982.4! *      +                             !!        0 .   .   .          !
 1983.1!    +*                                !!          .   .0  .          !
 1983.2*       +                              !!       0  .   .   .          !
 1983.3! *+                                   !!          .  0.   .          !
 1983.4!    +  *                              !!          .   .  0.          !
 1984.1!         +        *                   !!          .   .   .   0      !
 1984.2!*                 +                   !0          .   .   .          !
 1984.3!   +    *                             !!          .   .   0          !
 1984.4!       *  +                           !!          . 0 .   .          !
 1985.1!     *   +                            !!          0   .   .          !
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 1985.3!       *+                             !!          .  0.   .          !
 1985.4!  *      +                            !!        0 .   .   .          !
 1986.1!     +       *                        !!          .   .   .  0       !
 1986.2!             *+                       !!          .   0   .          !
 1986.3!         *    +                       !!          0   .   .          !
 1986.4!           +     *                    !!          .   .   .0         !
 1987.1!      *          +                    !!     0    .   .   .          !
 1987.2!        +      *                      !!          .   .   . 0        !
 1987.3!         *      +                     !!        0 .   .   .          !
 1987.4!     *    +                           !!          0   .   .          !
 1988.1!*      +                              !!        0 .   .   .          !
 1988.2!   +         *                        !!          .   .   .    0     !
 1988.3!         *    +                       !!         0.   .   .          !
 1988.4!          +                           !!          .   0   .          !
 1989.1!         * +                          !!          .  0.   .          !
 1989.2!           + *                        !!          .   . 0 .          !
 1989.3!          *   +                       !!          .0  .   .          !
 1989.4!           +       *                  !!          .   .   .  0       !
 1990.1!                  *+                  !!          .   0   .          !
 1990.2!                  +                   !!          .   0   .          !
 1990.3!                 +*                   !!          .   .0  .          !
 1990.4!                 *+                   !!          .   0   .          !
 1991.1!                 +  *                 !!          .   .  0.          !
 1991.2!                    + *               !!          .   . 0 .          !
 1991.3!                  *  +                !!          .0  .   .          !
 1991.4!                 +    *               !!          .   .   0          !
 1992.1!         *           +                !!    0     .   .   .          !
 1992.2!          +    *                      !!          .   .   .0         !
 1992.3!               +            *         !!          .   .   .      0   !
 1992.4!                          + *         !!          .   .0  .          !
 1993.1!                   *      +           !!       0  .   .   .          !
 1993.2!                  +    *              !!          .   .   0          !
 1993.3!                     *+               !!          .  0.   .          !
 1993.4!                    +       *         !!          .   .   .  0       !
 1994.1!                          +           !!          .   0   .          !
 1994.2!                        +  *          !!          .   . 0 .          !
 1994.3!                         +   *        !!          .   .  0.          !
 1994.4!                           +       *  !!          .   .   .  0       !
 1995.1!                                +  *  !!          .   .  0.          !
 1995.2!                                +     *!          .   .   .0         !
 1995.3!                                * +   !!          . 0 .   .          !
 1995.4!                             + *      !!          .   . 0 .          !
 1996.1!                            + *       !!          .   .0  .          !
 1996.2!                           +      *   !!          .   .   .0         !
 1996.3!                              *+      !!          .   0   .          !
 1996.4!                            +    *    !!          .   .   .0         !
 1997.1!                              +   *   !!          .   .  0.          !
 1997.2!                             *+       !!          . 0 .   .          !
 1997.3!                           +   *      !!          .   .   0          !
 1997.4!                             +  *     !!          .   .  0.          !
 1998.1!                             +  *     !!          .   . 0 .          !
 1998.2!                           * +        !!          . 0 .   .          !
 1998.3!                         +   *        !!          .   .  0.          !
 1998.4!                           +          !!          .   0   .          !
 1999.1!                         +  *         !!          .   .  0.          !
 1999.2!                         *+           !!          .  0.   .          !
 1999.3!                       + *            !!          .   .0  .          !
 1999.4!                       +    *         !!          .   .   0          !
 2000.1!                          +           !!          .   0   .          !
 2000.2!                       *+             !!          .  0.   .          !
 2000.3!                     *+               !!          .  0.   .          !
 2000.4!                    +   *             !!          .   .  0.          !
 2001.1!                       +    *         !!          .   .   0          !
 2001.2!                         *+           !!          .  0.   .          !
 2001.3!                    *   +             !!          .0  .   .          !
 2001.4!                   +  *               !!          .   . 0 .          !
 2002.1!                     +*               !!          .   .0  .          !
 2002.2!                     +                !!          .   0   .          !
 2002.3!                  * +                 !!          . 0 .   .          !
 2002.4!                  +  *                !!          .   .  0.          !
 2003.1!                   *+                 !!          .  0.   .          !
 2003.2!                  +*                  !!          .   0   .          !
 2003.3!                * +                   !!          . 0 .   .          !
 2003.4!                + *                   !!          .   . 0 .          !
 2004.1!              *  +                    !!          .0  .   .          !
 2004.2!               +                      !!          .   0   .          !
 2004.3!               +*                     !!          .   .0  .          !
 2004.4!                +*                    !!          .   .0  .          !
 2005.1!              *  +                    !!          . 0 .   .          !
 2005.2!               + *                    !!          .   . 0 .          !
 2005.3!              *  +                    !!          .0  .   .          !
 2005.4!               +                      !!          .   .0  .          !
 2006.1!               *+                     !!          .   0   .          !
 2006.2!              *+                      !!          .  0.   .          !
 2006.3!         *     +                      !!         0.   .   .          !
 2006.4!           +                          !!          .   0   .          !
 2007.1!          * +                         !!          . 0 .   .          !
 2007.2!         * +                          !!          .  0.   .          !
 2007.3!         * +                          !!          . 0 .   .          !
 2007.4!           +                          !!          .   .0  .          !
 2008.1!            +*                        !!          .   .0  .          !
 2008.2!         *    +                       !!          0   .   .          !
 2008.3!       *  +                           !!          .0  .   .          !
 2008.4!         +                            !!          .   0   .          !
 2009.1!           +*                         !!          .   .0  .          !
 2009.2!         *   +                        !!          .0  .   .          !
 2009.3!      *   +                           !!          .0  .   .          !
 2009.4!        + *                           !!          .   .0  .          !
 2010.1!          *+                          !!          .  0.   .          !
 2010.2!        *   +                         !!          .0  .   .          !
 2010.3!     *   +                            !!          0   .   .          !
 2010.4!       +   *                          !!          .   .  0.          !
 2011.1!            +                         !!          .   0   .          !
 2011.2!             + *                      !!          .   .0  .          !
 2011.3!          *    +                      !!          0   .   .          !
 2011.4!            +  *                      !!          .   . 0 .          !
 2012.1!               +                      !!          .  0.   .          !
 2012.2!            *  +                      !!          .0  .   .          !
 2012.3!           * +                        !!          . 0 .   .          !
 2012.4!            + *                       !!          .   . 0 .          !


     27.13 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEBR=NEPX$/BRPMM;                                                      
 GENR LAANEBR=LOG(AANEBR+.00001);                                             
 GENR LANEBR=LOG(ANEBR+.00001);                                               
 LHS AANEBR=EXP(LAANEBR)-.00001;                                              
  EQ 2003 LAANEBR C LANEBR(-1) PNEBR;                                         
EQUATION 1247  LAANEBR  
   RHS     C  LANEBR(-1)  PNEBR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1247 PLOT=0;END;                                                     

Equation number = 1247
**********************

Dependent variable = LAANEBR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.416511224

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.518641112       0.241910497  -6.27770     1.000000
14150 LANEBR  ( -1)       0.597520839       0.062992970   9.48552    -4.419589
14148 PNEBR   (  0)      -0.177389505       0.061486277  -2.88503     1.449205

SE of equation            =     0.215807008
Sum of squared residuals  =  8.61594298       0.217292850E-10
Average absolute error    =     0.168314499
Sum of ABS residuals      =  31.6431258    
R squared                 =   0.49763
Durbin-Watson statistic   =   2.06800
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!               *    +                 !!         0    .    .         !
 1966.2!                +                     !!         .    0    .         !
 1966.3!                 +                    !!         .    .0   .         !
 1966.4!                  +                   !!         .    0    .         !
 1967.1!              *   +                   !!         0    .    .         !
 1967.2!                +                     !!         .    .0   .         !
 1967.3!                *+                    !!         .   0.    .         !
 1967.4!                 +   *                !!         .    .   0.         !
 1968.1!            *       +                 !!     0   .    .    .         !
 1968.2!            * +                       !!         .  0 .    .         !
 1968.3!            * +                       !!         .  0 .    .         !
 1968.4!              +    *                  !!         .    .    0         !
 1969.1!                   +  *               !!         .    .  0 .         !
 1969.2!                    +  *              !!         .    .  0 .         !
 1969.3!                 *   +                !!         .0   .    .         !
 1969.4!                  +  *                !!         .    .  0 .         !
 1970.1!                    +                 !!         .    0    .         !
 1970.2!                    +                 !!         .    .0   .         !
 1970.3!                    +                 !!         .    0    .         !
 1970.4!                  * +                 !!         .  0 .    .         !
 1971.1!                 * +                  !!         .  0 .    .         !
 1971.2!                  +*                  !!         .    .0   .         !
 1971.3!                   + *                !!         .    . 0  .         !
 1971.4!                    +    *            !!         .    .    0         !
 1972.1!                       +              !!         .    .0   .         !
 1972.2!                      +               !!         .    0    .         !
 1972.3!                     +  *             !!         .    .  0 .         !
 1972.4!                       +              !!         .    0    .         !
 1973.1!                      +         *     !!         .    .    .     0   !
 1973.2!                      *    +          !!        0.    .    .         !
 1973.3!                 *   +                !!         .0   .    .         !
 1973.4!                  +*                  !!         .    . 0  .         !
 1974.1!                  +  *                !!         .    .   0.         !
 1974.2!                     +*               !!         .    . 0  .         !
 1974.3!                     +                !!         .    0    .         !
 1974.4!                    +    *            !!         .    .    0         !
 1975.1!                      +   *           !!         .    .   0.         !
 1975.2!                       +              !!         .    0    .         !
 1975.3!                  *   +               !!         .0   .    .         !
 1975.4!                  +  *                !!         .    .  0 .         !
 1976.1!              *     +                 !!       0 .    .    .         !
 1976.2!                +  *                  !!         .    .  0 .         !
 1976.3!                  + *                 !!         .    .0   .         !
 1976.4!                  +           *       !!         .    .    .       0 !
 1977.1!                        + *           !!         .    . 0  .         !
 1977.2!                       +    *         !!         .    .    0         !
 1977.3!                        +             *!         .    .    .         0
 1977.4!                        *    +        !!        0.    .    .         !
 1978.1!                     +  *             !!         .    .   0.         !
 1978.2!                    * +               !!         .  0 .    .         !
 1978.3!                   +     *            !!         .    .    .0        !
 1978.4!                    * +               !!         .   0.    .         !
 1979.1!                   +    *             !!         .    .    0         !
 1979.2!                      +      *        !!         .    .    .  0      !
 1979.3!                     *    +           !!        0.    .    .         !
 1979.4!                   *+                 !!         .   0.    .         !
 1980.1!                 *  +                 !!         . 0  .    .         !
 1980.2!                  +  *                !!         .    .   0.         !
 1980.3!              *     +                 !!       0 .    .    .         !
 1980.4!           *    +                     !!        0.    .    .         !
 1981.1!          *   +                       !!         .0   .    .         !
 1981.2!           * +                        !!         .  0 .    .         !
 1981.3!           *  +                       !!         . 0  .    .         !
 1981.4!         *  +                         !!         .0   .    .         !
 1982.1!     *     +                          !!       0 .    .    .         !
 1982.2!     *  +                             !!         . 0  .    .         !
 1982.3*         +                            !!   0     .    .    .         !
 1982.4!      +      *                        !!         .    .    .  0      !
 1983.1!             +     *                  !!         .    .    .0        !
 1983.2!        *         +                   !!   0     .    .    .         !
 1983.3!     *     +                          !!       0 .    .    .         !
 1983.4!         +*                           !!         .    .0   .         !
 1984.1!      *     +                         !!       0 .    .    .         !
 1984.2!        * +                           !!         .  0 .    .         !
 1984.3!        *   +                         !!         .0   .    .         !
 1984.4!             +                        !!         .    0    .         !
 1985.1!           *    +                     !!         0    .    .         !
 1985.2!              +*                      !!         .    .0   .         !
 1985.3!              * +                     !!         .  0 .    .         !
 1985.4!           *   +                      !!         .0   .    .         !
 1986.1!           *  +                       !!         . 0  .    .         !
 1986.2!              +  *                    !!         .    .   0.         !
 1986.3!                  + *                 !!         .    . 0  .         !
 1986.4!                    +     *           !!         .    .    .0        !
 1987.1!                      *+              !!         .   0.    .         !
 1987.2!              *     +                 !!       0 .    .    .         !
 1987.3!         *     +                      !!       0 .    .    .         !
 1987.4!            +  *                      !!         .    .   0.         !
 1988.1!           *    +                     !!        0.    .    .         !
 1988.2!        *    +                        !!        0.    .    .         !
 1988.3!         *  +                         !!         . 0  .    .         !
 1988.4!            +   *                     !!         .    .   0.         !
 1989.1!            *    +                    !!         0    .    .         !
 1989.2!               +           *          !!         .    .    .       0 !
 1989.3!                        +  *          !!         .    .  0 .         !
 1989.4!                     * +              !!         .  0 .    .         !
 1990.1!                 *  +                 !!         . 0  .    .         !
 1990.2!                *+                    !!         .  0 .    .         !
 1990.3!                +     *               !!         .    .    . 0       !
 1990.4!           *         +                !!   0     .    .    .         !
 1991.1!             +       *                !!         .    .    .  0      !
 1991.2!                     +   *            !!         .    .    0         !
 1991.3!                     * +              !!         .  0 .    .         !
 1991.4!                  * +                 !!         .  0 .    .         !
 1992.1!           *      +                   !!      0  .    .    .         !
 1992.2!           +     *                    !!         .    .    .0        !
 1992.3!                +             *       !!         .    .    .         0
 1992.4!                           +          *!         .    .    .      0  !
 1993.1!                         *      +     !!      0  .    .    .         !
 1993.2!                       +      *       !!         .    .    .  0      !
 1993.3!                           + *        !!         .    .  0 .         !
 1993.4!                          +   *       !!         .    .    0         !
 1994.1!                      *   +           !!         0    .    .         !
 1994.2!                    *+                !!         .   0.    .         !
 1994.3!              *     +                 !!       0 .    .    .         !
 1994.4!                 +    *               !!         .    .    0         !
 1995.1!                     +   *            !!         .    .   0.         !
 1995.2!                       +*             !!         .    .0   .         !
 1995.3!                   *   +              !!         .0   .    .         !
 1995.4!                    +    *            !!         .    .    .0        !
 1996.1!                        +      *      !!         .    .    .  0      !
 1996.2!                  *        +          !!    0    .    .    .         !
 1996.3!                *   +                 !!         .0   .    .         !
 1996.4!                  +                   !!         .    0    .         !
 1997.1!                    +     *           !!         .    .    . 0       !
 1997.2!                     *   +            !!         .0   .    .         !
 1997.3!                   *  +               !!         .0   .    .         !
 1997.4!                  * +                 !!         . 0  .    .         !
 1998.1!                   *+                 !!         .    0    .         !
 1998.2!                  *  +                !!         . 0  .    .         !
 1998.3!                    +                 !!         .    0    .         !
 1998.4!                 *   +                !!         .0   .    .         !
 1999.1!                   +   *              !!         .    .   0.         !
 1999.2!                  *    +              !!         0    .    .         !
 1999.3!                    +   *             !!         .    .   0.         !
 1999.4!                       *+             !!         .   0.    .         !
 2000.1!                     * +              !!         .  0 .    .         !
 2000.2!                      +               !!         .    0    .         !
 2000.3!                     * +              !!         .  0 .    .         !
 2000.4!                      + *             !!         .    . 0  .         !
 2001.1!                     *  +             !!         . 0  .    .         !
 2001.2!                      +*              !!         .    .0   .         !
 2001.3!                      * +             !!         .  0 .    .         !
 2001.4!                       +     *        !!         .    .    . 0       !
 2002.1!                          *+          !!         .   0.    .         !
 2002.2!                         +*           !!         .    0    .         !
 2002.3!                      *  +            !!         . 0  .    .         !
 2002.4!                       +    *         !!         .    .    .0        !
 2003.1!                        * +           !!         .  0 .    .         !
 2003.2!                       +*             !!         .    .0   .         !
 2003.3!                     *  +             !!         . 0  .    .         !
 2003.4!                      + *             !!         .    . 0  .         !
 2004.1!                      *+              !!         .   0.    .         !
 2004.2!                   *  +               !!         .0   .    .         !
 2004.3!                    + *               !!         .    . 0  .         !
 2004.4!                      +               !!         .    0    .         !
 2005.1!                    * +               !!         . 0  .    .         !
 2005.2!                     +*               !!         .    .0   .         !
 2005.3!                     *+               !!         .   0.    .         !
 2005.4!                      + *             !!         .    . 0  .         !
 2006.1!                     *  +             !!         .  0 .    .         !
 2006.2!                     *+               !!         .   0.    .         !
 2006.3!                      +*              !!         .    . 0  .         !
 2006.4!                    *  +              !!         . 0  .    .         !
 2007.1!                     +                !!         .    0    .         !
 2007.2!                      +*              !!         .    . 0  .         !
 2007.3!                       + *            !!         .    . 0  .         !
 2007.4!                        + *           !!         .    . 0  .         !
 2008.1!                  *      +            !!       0 .    .    .         !
 2008.2!                    +                 !!         .    0    .         !
 2008.3!                  *  +                !!         . 0  .    .         !
 2008.4!                   *+                 !!         .  0 .    .         !
 2009.1!                     +    *           !!         .    .    .0        !
 2009.2!                    *    +            !!         0    .    .         !
 2009.3!                    * +               !!         .  0 .    .         !
 2009.4!                     + *              !!         .    . 0  .         !
 2010.1!                       +   *          !!         .    .    0         !
 2010.2!                       *  +           !!         . 0  .    .         !
 2010.3!                      * +             !!         .  0 .    .         !
 2010.4!                      +*              !!         .    .0   .         !
 2011.1!                    *  +              !!         . 0  .    .         !
 2011.2!                      +*              !!         .    . 0  .         !
 2011.3!                       +              !!         .    0    .         !
 2011.4!                        +       *     !!         .    .    .   0     !
 2012.1!                             +*       !!         .    . 0  .         !
 2012.2!                            +*        !!         .    .0   .         !
 2012.3!                           +*         !!         .    .0   .         !
 2012.4!                           +     *    !!         .    .    . 0       !


     30.85 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTBR=STPX$/BRPMM;                                                      
 GENR LAASTBR=LOG(AASTBR+.00001);                                             
 GENR LASTBR=LOG(ASTBR+.00001);                                               
 LHS AASTBR=EXP(LAASTBR)-.00001;                                              
  EQ 2004 LAASTBR C LASTBR(-1) PSTBR;                                         
EQUATION 1248  LAASTBR  
   RHS     C  LASTBR(-1)  PSTBR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1248 PLOT=0;END;                                                     

Equation number = 1248
**********************

Dependent variable = LAASTBR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.987407363

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.484183554       0.141887310  -3.41245     1.000000
14153 LASTBR  ( -1)       0.861832235       0.042099981  20.47108    -3.982430
14151 PSTBR   (  0)      -0.063409199       0.082824095  -0.76559     1.120304

SE of equation            =     0.173546378
Sum of squared residuals  =  5.57189390       0.217044160E-10
Average absolute error    =     0.139240567
Sum of ABS residuals      =  26.1772266    
R squared                 =   0.76863
Durbin-Watson statistic   =   2.48814
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                         +     *      !!         .    .    .0        !
 1966.2!                             +   *    !!         .    .   0.         !
 1966.3!                               +      !!         .    0    .         !
 1966.4!                             +        !!         .    0    .         !
 1967.1!                            + *       !!         .    .  0 .         !
 1967.2!                             +   *    !!         .    .   0.         !
 1967.3!                               +  *   !!         .    .   0.         !
 1967.4!                                +     !!         .   0.    .         !
 1968.1!                              +       !!         .    0    .         !
 1968.2!                             + *      !!         .    .  0 .         !
 1968.3!                             +   *    !!         .    .   0.         !
 1968.4!                               +    * !!         .    .    .0        !
 1969.1!                                  +   *!         .    .    0         !
 1969.2!                             *     +  !!        0.    .    .         !
 1969.3!                            + *       !!         .    . 0  .         !
 1969.4!                            +   *     !!         .    .    0         !
 1970.1!                              *+      !!         .   0.    .         !
 1970.2!                             +*       !!         .    .0   .         !
 1970.3!                            +   *     !!         .    .   0.         !
 1970.4!                          *   +       !!         0    .    .         !
 1971.1!                         +    *       !!         .    .    0         !
 1971.2!                            +*        !!         .    .0   .         !
 1971.3!                           +*         !!         .    .0   .         !
 1971.4!                           + *        !!         .    . 0  .         !
 1972.1!                           +  *       !!         .    .   0.         !
 1972.2!                             + *      !!         .    .  0 .         !
 1972.3!                              +       !!         .    0    .         !
 1972.4!                            +         !!         .    0    .         !
 1973.1!                           +    *     !!         .    .    0         !
 1973.2!                              +*      !!         .    .0   .         !
 1973.3!                            *+        !!         .   0.    .         !
 1973.4!                    *     +           !!        0.    .    .         !
 1974.1!                    +      *          !!         .    .    . 0       !
 1974.2!                        * +           !!         .  0 .    .         !
 1974.3!                  *     +             !!        0.    .    .         !
 1974.4!                  + *                 !!         .    . 0  .         !
 1975.1!                    +  *              !!         .    .  0 .         !
 1975.2!                      +    *          !!         .    .    .0        !
 1975.3!                          +           !!         .    0    .         !
 1975.4!                        *+            !!         .   0.    .         !
 1976.1!                       + *            !!         .    . 0  .         !
 1976.2!                      * +             !!         .  0 .    .         !
 1976.3!                     +*               !!         .    .0   .         !
 1976.4!                  *  +                !!         . 0  .    .         !
 1977.1!                  +  *                !!         .    .  0 .         !
 1977.2!                  * +                 !!         . 0  .    .         !
 1977.3!                  +                   !!         .    0    .         !
 1977.4!                 +  *                 !!         .    .  0 .         !
 1978.1!                   +                  !!         .    0    .         !
 1978.2!                  +     *             !!         .    .    .0        !
 1978.3!                  *    +              !!         0    .    .         !
 1978.4!                 +*                   !!         .    0    .         !
 1979.1!                 +        *           !!         .    .    .   0     !
 1979.2!                        +  *          !!         .    .  0 .         !
 1979.3!                        *+            !!         .  0 .    .         !
 1979.4!                      *+              !!         .   0.    .         !
 1980.1!                     +        *       !!         .    .    .   0     !
 1980.2!                         *  +         !!         . 0  .    .         !
 1980.3!                  *     +             !!        0.    .    .         !
 1980.4!                * +                   !!         .  0 .    .         !
 1981.1!            *    +                    !!         0    .    .         !
 1981.2!             + *                      !!         .    .  0 .         !
 1981.3!               *+                     !!         .    0    .         !
 1981.4!              *+                      !!         .   0.    .         !
 1982.1!            * +                       !!         .  0 .    .         !
 1982.2!           *+                         !!         .   0.    .         !
 1982.3!          * +                         !!         .  0 .    .         !
 1982.4!           +   *                      !!         .    .   0.         !
 1983.1!             *+                       !!         .  0 .    .         !
 1983.2!             + *                      !!         .    . 0  .         !
 1983.3!             * +                      !!         .  0 .    .         !
 1983.4!             +    *                   !!         .    .    0         !
 1984.1!             *   +                    !!         0    .    .         !
 1984.2!             + *                      !!         .    . 0  .         !
 1984.3!               +*                     !!         .    .0   .         !
 1984.4!           *     +                    !!        0.    .    .         !
 1985.1!            +       *                 !!         .    .    .   0     !
 1985.2!                    +    *            !!         .    .    0         !
 1985.3!                       +*             !!         .    0    .         !
 1985.4!               *      +               !!     0   .    .    .         !
 1986.1!               +     *                !!         .    .    . 0       !
 1986.2!                     +     *          !!         .    .    . 0       !
 1986.3!                       *  +           !!         . 0  .    .         !
 1986.4!                *     +               !!        0.    .    .         !
 1987.1!                +  *                  !!         .    .  0 .         !
 1987.2!                  +     *             !!         .    .    . 0       !
 1987.3!             *         +              !!   0     .    .    .         !
 1987.4!             +   *                    !!         .    .    0         !
 1988.1!                 +      *             !!         .    .    .  0      !
 1988.2!               *      +               !!      0  .    .    .         !
 1988.3!               +   *                  !!         .    .   0.         !
 1988.4!                  +  *                !!         .    .   0.         !
 1989.1!                  * +                 !!         . 0  .    .         !
 1989.2!                 +     *              !!         .    .    .0        !
 1989.3!                    * +               !!         .   0.    .         !
 1989.4!                   +     *            !!         .    .    .0        !
 1990.1!                 *     +              !!       0 .    .    .         !
 1990.2!              * +                     !!         .  0 .    .         !
 1990.3!              +     *                 !!         .    .    .0        !
 1990.4!              *    +                  !!         0    .    .         !
 1991.1!              +      *                !!         .    .    .  0      !
 1991.2!              *     +                 !!       0 .    .    .         !
 1991.3!         *    +                       !!         0    .    .         !
 1991.4!         *+                           !!         .   0.    .         !
 1992.1! *        +                           !!     0   .    .    .         !
 1992.2!  +          *                        !!         .    .    .     0   !
 1992.3!             +          *             !!         .    .    .      0  !
 1992.4!                 *     +              !!        0.    .    .         !
 1993.1!                 +                    !!         .    0    .         !
 1993.2!            *    +                    !!         0    .    .         !
 1993.3!         *  +                         !!         .0   .    .         !
 1993.4!     *    +                           !!         0    .    .         !
 1994.1!       +     *                        !!         .    .    . 0       !
 1994.2!            *+                        !!         .   0.    .         !
 1994.3!          * +                         !!         .  0 .    .         !
 1994.4!          *+                          !!         .    0    .         !
 1995.1!        *  +                          !!         .0   .    .         !
 1995.2!     *   +                            !!         .0   .    .         !
 1995.3!      +  *                            !!         .    .  0 .         !
 1995.4!          +                           !!         .    0    .         !
 1996.1!           +*                         !!         .    . 0  .         !
 1996.2!           * +                        !!         .  0 .    .         !
 1996.3!         *  +                         !!         . 0  .    .         !
 1996.4!          +                           !!         .    0    .         !
 1997.1!      *    +                          !!        0.    .    .         !
 1997.2!        +   *                         !!         .    .    0         !
 1997.3!          *  +                        !!         . 0  .    .         !
 1997.4!        *  +                          !!         . 0  .    .         !
 1998.1!         +*                           !!         .    .0   .         !
 1998.2!          *+                          !!         .   0.    .         !
 1998.3!           + *                        !!         .    . 0  .         !
 1998.4!           * +                        !!         .  0 .    .         !
 1999.1!            +  *                      !!         .    .  0 .         !
 1999.2!         *     +                      !!       0 .    .    .         !
 1999.3!          +*                          !!         .    .0   .         !
 1999.4!          * +                         !!         .   0.    .         !
 2000.1!           +   *                      !!         .    .   0.         !
 2000.2!               +    *                 !!         .    .    0         !
 2000.3!      *             +                 !0         .    .    .         !
 2000.4!       +                              !!         .   0.    .         !
 2001.1!        + *                           !!         .    . 0  .         !
 2001.2!      *    +                          !!        0.    .    .         !
 2001.3!        +      *                      !!         .    .    .  0      !
 2001.4!            *  +                      !!         . 0  .    .         !
 2002.1!            *+                        !!         .    0    .         !
 2002.2!       *     +                        !!        0.    .    .         !
 2002.3!         +     *                      !!         .    .    . 0       !
 2002.4!            *   +                     !!         .0   .    .         !
 2003.1!            +      *                  !!         .    .    . 0       !
 2003.2!              *   +                   !!         .0   .    .         !
 2003.3!               +   *                  !!         .    .   0.         !
 2003.4!            *     +                   !!       0 .    .    .         !
 2004.1!            +  *                      !!         .    .  0 .         !
 2004.2!             * +                      !!         .  0 .    .         !
 2004.3!          *  +                        !!         . 0  .    .         !
 2004.4!           + *                        !!         .    .  0 .         !
 2005.1!        *    +                        !!        0.    .    .         !
 2005.2!         +                            !!         .    .0   .         !
 2005.3!     *    +                           !!        0.    .    .         !
 2005.4!      +  *                            !!         .    .  0 .         !
 2006.1!          +                           !!         .    0    .         !
 2006.2!           +                          !!         .    0    .         !
 2006.3!        *   +                         !!         .0   .    .         !
 2006.4!        *+                            !!         .  0 .    .         !
 2007.1!         +    *                       !!         .    .    0         !
 2007.2!           *  +                       !!         . 0  .    .         !
 2007.3!       *    +                         !!         0    .    .         !
 2007.4!       *+                             !!         .  0 .    .         !
 2008.1!       *+                             !!         .   0.    .         !
 2008.2!        +    *                        !!         .    .    .0        !
 2008.3!         *    +                       !!         0    .    .         !
 2008.4!       *  +                           !!         . 0  .    .         !
 2009.1!        +    *                        !!         .    .    0         !
 2009.2!           * +                        !!         . 0  .    .         !
 2009.3!        *  +                          !!         . 0  .    .         !
 2009.4!     *   +                            !!         .0   .    .         !
 2010.1!      + *                             !!         .    . 0  .         !
 2010.2!     *   +                            !!         0    .    .         !
 2010.3!    * +                               !!         .  0 .    .         !
 2010.4!   * +                                !!         . 0  .    .         !
 2011.1!     +*                               !!         .    . 0  .         !
 2011.2!  *    +                              !!        0.    .    .         !
 2011.3! * +                                  !!         . 0  .    .         !
 2011.4!  +                                   !!         .   0.    .         !
 2012.1!    + *                               !!         .    .  0 .         !
 2012.2*        +                             !!     0   .    .    .         !
 2012.3! +*                                   !!         .    .0   .         !
 2012.4!   *+                                 !!         .   0.    .         !


     35.11 percent of the residuals exceed 1 SE
      2.66 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKBR=UKPX$/BRPMM;                                                      
 GENR LAAUKBR=LOG(AAUKBR+.00001);                                             
 GENR LAUKBR=LOG(AUKBR+.00001);                                               
 LHS AAUKBR=EXP(LAAUKBR)-.00001;                                              
  EQ 2005 LAAUKBR C LAUKBR(-1) PUKBR;                                         
EQUATION 1249  LAAUKBR  
   RHS     C  LAUKBR(-1)  PUKBR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1249 PLOT=0;END;                                                     

Equation number = 1249
**********************

Dependent variable = LAAUKBR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.620685612

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.401239835       0.137902574  -2.90959     1.000000
14156 LAUKBR  ( -1)       0.884735217       0.035789179  24.72075    -3.618180
14154 PUKBR   (  0)      -0.014684740       0.060134231  -0.24420     1.247200

SE of equation            =     0.188020135
Sum of squared residuals  =  6.54004065      -0.894262442E-11
Average absolute error    =     0.145826688
Sum of ABS residuals      =  27.4154173    
R squared                 =   0.77432
Durbin-Watson statistic   =   2.52123
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!             +    *                   !!          .   .   0          !
 1966.2!                  +*                  !!          .   .0  .          !
 1966.3!                  + *                 !!          .   .0  .          !
 1966.4!                    + *               !!          .   . 0 .          !
 1967.1!                     +*               !!          .   .0  .          !
 1967.2!                      +               !!          .   .0  .          !
 1967.3!                      + *             !!          .   . 0 .          !
 1967.4!                    *  +              !!          .0  .   .          !
 1968.1!                    +            *    !!          .   .   .       0  !
 1968.2!                         *     +      !!         0.   .   .          !
 1968.3!                        +   *         !!          .   .  0.          !
 1968.4!                           +   *      !!          .   .   0          !
 1969.1!                           *  +       !!          . 0 .   .          !
 1969.2!                          +  *        !!          .   .  0.          !
 1969.3!                            + *       !!          .   .0  .          !
 1969.4!                            + *       !!          .   . 0 .          !
 1970.1!                             +   *    !!          .   .   0          !
 1970.2!                               +    * !!          .   .   .0         !
 1970.3!                              *   +   !!          .0  .   .          !
 1970.4!                             +    *   !!          .   .   .0         !
 1971.1!                                +     !!          .   0   .          !
 1971.2!                              +       *!          .   .   .  0       !
 1971.3!                                   +  *!          .   . 0 .          !
 1971.4!                                    +*!!          .   .0  .          !
 1972.1!                               *  +   !!          .0  .   .          !
 1972.2!                             +      * !!          .   .   . 0        !
 1972.3!                         *        +   !!       0  .   .   .          !
 1972.4!                        +          *  !!          .   .   .    0     !
 1973.1!                                 +    !!          .   .0  .          !
 1973.2!                                +     !!          .   0   .          !
 1973.3!                              +*      !!          .   .0  .          !
 1973.4!                       *     +        !!        0 .   .   .          !
 1974.1!                      +     *         !!          .   .   .0         !
 1974.2!                      *    +          !!          0   .   .          !
 1974.3!                      +   *           !!          .   .  0.          !
 1974.4!                     *   +            !!          .0  .   .          !
 1975.1!                     +      *         !!          .   .   .  0       !
 1975.2!                          *+          !!          .  0.   .          !
 1975.3!                         + *          !!          .   . 0 .          !
 1975.4!                       *  +           !!          .0  .   .          !
 1976.1!                      +  *            !!          .   .  0.          !
 1976.2!                    *   +             !!          .0  .   .          !
 1976.3!                    +    *            !!          .   .   .0         !
 1976.4!                    *   +             !!          0   .   .          !
 1977.1!                   +      *           !!          .   .   . 0        !
 1977.2!                         +            !!          .   .0  .          !
 1977.3!                        +     *       !!          .   .   .0         !
 1977.4!                             +   *    !!          .   .   0          !
 1978.1!                          *    +      !!         0.   .   .          !
 1978.2!                         +  *         !!          .   .  0.          !
 1978.3!                      *    +          !!         0.   .   .          !
 1978.4!                     +                !!          .  0.   .          !
 1979.1!                    +                *!!          .   .   .          0
 1979.2!                             *    +   !!         0.   .   .          !
 1979.3!                           *+         !!          .  0.   .          !
 1979.4!                          +    *      !!          .   .   0          !
 1980.1!                      *      +        !!       0  .   .   .          !
 1980.2!                     +                !!          .   0   .          !
 1980.3!                   *+                 !!          .  0.   .          !
 1980.4!         *         +                  !!     0    .   .   .          !
 1981.1!      *   +                           !!          .0  .   .          !
 1981.2!        +*                            !!          .   .0  .          !
 1981.3!       *  +                           !!          . 0 .   .          !
 1981.4!     *  +                             !!          .0  .   .          !
 1982.1!   *  +                               !!          .0  .   .          !
 1982.2!    + *                               !!          .   .0  .          !
 1982.3!   *   +                              !!          .0  .   .          !
 1982.4!     +                                !!          .   0   .          !
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 1983.3!      *+                              !!          .  0.   .          !
 1983.4!       +  *                           !!          .   . 0 .          !
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 1984.3!                  +  *                !!          .   . 0 .          !
 1984.4!         *          +                 !!    0     .   .   .          !
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 1985.4!        *    +                        !!         0.   .   .          !
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 1986.2!              +    *                  !!          .   .   .0         !
 1986.3!                  *+                  !!          .  0.   .          !
 1986.4!                  +   *               !!          .   .   0          !
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 1987.2!                    *   +             !!          .0  .   .          !
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 1987.4!                    +*                !!          .   . 0 .          !
 1988.1!                   * +                !!          . 0 .   .          !
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 1988.4!               *    +                 !!          0   .   .          !
 1989.1!               +*                     !!          .   .0  .          !
 1989.2!                +   *                 !!          .   .  0.          !
 1989.3!                  *+                  !!          .  0.   .          !
 1989.4!                 *+                   !!          .   0   .          !
 1990.1!                 +*                   !!          .   0   .          !
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 1990.3!               *    +                 !!         0.   .   .          !
 1990.4!              *+                      !!          .  0.   .          !
 1991.1!              +  *                    !!          .   .  0.          !
 1991.2!                 +  *                 !!          .   .  0.          !
 1991.3!               *    +                 !!          0   .   .          !
 1991.4!            *   +                     !!          .0  .   .          !
 1992.1!    *       +                         !!       0  .   .   .          !
 1992.2!     +   *                            !!          .   .   0          !
 1992.3!          +        *                  !!          .   .   .   0      !
 1992.4!                *  +                  !!          . 0 .   .          !
 1993.1!               * +                    !!          . 0 .   .          !
 1993.2!             * +                      !!          . 0 .   .          !
 1993.3!             +                        !!          .   0   .          !
 1993.4!              +                       !!          .   0   .          !
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 1994.2!              +*                      !!          .   .0  .          !
 1994.3!              *+                      !!          .  0.   .          !
 1994.4!          *   +                       !!          0   .   .          !
 1995.1!           +  *                       !!          .   . 0 .          !
 1995.2!            * +                       !!          . 0 .   .          !
 1995.3!          *  +                        !!          .0  .   .          !
 1995.4!         * +                          !!          .  0.   .          !
 1996.1!          +    *                      !!          .   .   .0         !
 1996.2!              *+                      !!          .  0.   .          !
 1996.3!              +      *                !!          .   .   . 0        !
 1996.4!               *     +                !!         0.   .   .          !
 1997.1!               +    *                 !!          .   .   .0         !
 1997.2!                 *  +                 !!          .0  .   .          !
 1997.3!                 + *                  !!          .   . 0 .          !
 1997.4!              *    +                  !!          0   .   .          !
 1998.1!              + *                     !!          .   .0  .          !
 1998.2!               *+                     !!          .  0.   .          !
 1998.3!            *   +                     !!          .0  .   .          !
 1998.4!             +   *                    !!          .   .  0.          !
 1999.1!                 +                    !!          .   0   .          !
 1999.2!             *   +                    !!          .0  .   .          !
 1999.3!              +                       !!          .   0   .          !
 1999.4!            * +                       !!          . 0 .   .          !
 2000.1!             +*                       !!          .   .0  .          !
 2000.2!              +                       !!          .   0   .          !
 2000.3!           *  +                       !!          .0  .   .          !
 2000.4!            +                         !!          .   0   .          !
 2001.1!            + *                       !!          .   .0  .          !
 2001.2!            * +                       !!          . 0 .   .          !
 2001.3!            +*                        !!          .   .0  .          !
 2001.4!              +*                      !!          .   .0  .          !
 2002.1!               +   *                  !!          .   .   0          !
 2002.2!                   +                  !!          .   0   .          !
 2002.3!                   +*                 !!          .   . 0 .          !
 2002.4!               *    +                 !!         0.   .   .          !
 2003.1!              *+                      !!          .  0.   .          !
 2003.2!               +     *                !!          .   .   .0         !
 2003.3!                    +                 !!          .   0   .          !
 2003.4!                    +                 !!          .   0   .          !
 2004.1!              *     +                 !!         0.   .   .          !
 2004.2!              *+                      !!          .  0.   .          !
 2004.3!              +*                      !!          .   .0  .          !
 2004.4!             * +                      !!          . 0 .   .          !
 2005.1!            * +                       !!          . 0 .   .          !
 2005.2!            +                         !!          .  0.   .          !
 2005.3!            +                         !!          .   0   .          !
 2005.4!         *   +                        !!          .0  .   .          !
 2006.1!          +   *                       !!          .   .  0.          !
 2006.2!         *    +                       !!          0   .   .          !
 2006.3!      *   +                           !!          0   .   .          !
 2006.4!        +  *                          !!          .   .  0.          !
 2007.1!            + *                       !!          .   . 0 .          !
 2007.2!            * +                       !!          .  0.   .          !
 2007.3!       *     +                        !!         0.   .   .          !
 2007.4!       *+                             !!          .  0.   .          !
 2008.1!        + *                           !!          .   . 0 .          !
 2008.2!          *+                          !!          .  0.   .          !
 2008.3!        *  +                          !!          . 0 .   .          !
 2008.4!          +  *                        !!          .   .   0          !
 2009.1!              +*                      !!          .   .0  .          !
 2009.2!               + *                    !!          .   . 0 .          !
 2009.3!                 +                    !!          .   0   .          !
 2009.4!              *  +                    !!          . 0 .   .          !
 2010.1!       *       +                      !!       0  .   .   .          !
 2010.2!    *   +                             !!          .0  .   .          !
 2010.3!     *+                               !!          .  0.   .          !
 2010.4!*     +                               !!        0 .   .   .          !
 2011.1!  +   *                               !!          .   .   0          !
 2011.2*       +                              !!      0   .   .   .          !
 2011.3* +                                    !!          . 0 .   .          !
 2011.4! +                                    !!          .   0   .          !
 2012.1!   +       *                          !!          .   .   .  0       !
 2012.2!      *     +                         !!         0.   .   .          !
 2012.3!  *    +                              !!         0.   .   .          !
 2012.4!   *+                                 !!          .  0.   .          !


     29.26 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFIBR=FIPX$/BRPMM;                                                      
 GENR LAAFIBR=LOG(AAFIBR+.00001);                                             
 GENR LAFIBR=LOG(AFIBR+.00001);                                               
 LHS AAFIBR=EXP(LAAFIBR)-.00001;                                              
  EQ 2006 LAAFIBR C LAFIBR(-1) PFIBR;                                         
EQUATION 1250  LAAFIBR  
   RHS     C  LAFIBR(-1)  PFIBR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1250 PLOT=0;END;                                                     

Equation number = 1250
**********************

Dependent variable = LAAFIBR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.480048451

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.700573076       0.273046205  -6.22815     1.000000
14159 LAFIBR  ( -1)       0.592613073       0.063234647   9.37165    -5.483027
14157 PFIBR   (  0)      -0.443605810       0.113951027  -3.89295     1.195120

SE of equation            =     0.282397040
Sum of squared residuals  =  14.7533963      -0.271498379E-10
Average absolute error    =     0.215036063
Sum of ABS residuals      =  40.4267798    
R squared                 =   0.60858
Durbin-Watson statistic   =   2.19846
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                +*                    !!        .     .0    .        !
 1966.2!              *  +                    !!        .  0  .     .        !
 1966.3!               +    *                 !!        .     .     0        !
 1966.4!              *    +                  !!        0     .     .        !
 1967.1!                +         *           !!        .     .     .    0   !
 1967.2!                       +              *!        .     .     .        0
 1967.3!                               +*     !!        .     .0    .        !
 1967.4!                            +*        !!        .     . 0   .        !
 1968.1!                       *  +           !!        .  0  .     .        !
 1968.2!                     +*               !!        .     .0    .        !
 1968.3!                    +   *             !!        .     .  0  .        !
 1968.4!                     + *              !!        .     .0    .        !
 1969.1!                     +  *             !!        .     .  0  .        !
 1969.2!         *            +               !! 0      .     .     .        !
 1969.3!              +     *                 !!        .     .     .0       !
 1969.4!                    +          *      !!        .     .     .     0  !
 1970.1!                        * +           !!        .   0 .     .        !
 1970.2!                  *    +              !!        .0    .     .        !
 1970.3!                   + *                !!        .     .  0  .        !
 1970.4!                  *  +                !!        .  0  .     .        !
 1971.1!                   +  *               !!        .     .  0  .        !
 1971.2!                     +*               !!        .     .0    .        !
 1971.3!                      +   *           !!        .     .   0 .        !
 1971.4!                        +*            !!        .     .0    .        !
 1972.1!                       +*             !!        .     .0    .        !
 1972.2!                       +     *        !!        .     .     0        !
 1972.3!                          +           !!        .     0     .        !
 1972.4!                *       +             !!      0 .     .     .        !
 1973.1!                   +       *          !!        .     .     .  0     !
 1973.2!                 *        +           !!     0  .     .     .        !
 1973.3!                  +  *                !!        .     .  0  .        !
 1973.4!         *          +                 !!   0    .     .     .        !
 1974.1!            +            *            !!        .     .     .       0!
 1974.2!                       +              !!        .     .0    .        !
 1974.3!            *         +               !!    0   .     .     .        !
 1974.4!              + *                     !!        .     . 0   .        !
 1975.1!                +*                    !!        .     .0    .        !
 1975.2!   *            +                     !!0       .     .     .        !
 1975.3!        +                             !!        .     0     .        !
 1975.4!          *+                          !!        .    0.     .        !
 1976.1!       *     +                        !!        0     .     .        !
 1976.2!          +     *                     !!        .     .     0        !
 1976.3!             *  +                     !!        .  0  .     .        !
 1976.4!       *     +                        !!        0     .     .        !
 1977.1!         +*                           !!        .     .0    .        !
 1977.2!            +*                        !!        .     .0    .        !
 1977.3!            * +                       !!        .   0 .     .        !
 1977.4!            + *                       !!        .     . 0   .        !
 1978.1!           * +                        !!        .  0  .     .        !
 1978.2!             +*                       !!        .     .0    .        !
 1978.3!              *+                      !!        .   0 .     .        !
 1978.4!               + *                    !!        .     .  0  .        !
 1979.1!               * +                    !!        .   0 .     .        !
 1979.2!                 + *                  !!        .     .  0  .        !
 1979.3!                 *  +                 !!        .   0 .     .        !
 1979.4!               *   +                  !!        . 0   .     .        !
 1980.1!              *  +                    !!        . 0   .     .        !
 1980.2!                +  *                  !!        .     .  0  .        !
 1980.3!                  *+                  !!        .    0.     .        !
 1980.4!          *      +                    !!       0.     .     .        !
 1981.1!             +                        !!        .     0     .        !
 1981.2!   *         +                        !!   0    .     .     .        !
 1981.3!      *+                              !!        .    0.     .        !
 1981.4!      * +                             !!        .   0 .     .        !
 1982.1!      *+                              !!        .    0.     .        !
 1982.2!  *    +                              !!        .0    .     .        !
 1982.3!      + *                             !!        .     . 0   .        !
 1982.4!        * +                           !!        .   0 .     .        !
 1983.1!         +   *                        !!        .     .   0 .        !
 1983.2!            *+                        !!        .    0.     .        !
 1983.3!        *   +                         !!        . 0   .     .        !
 1983.4!       *  +                           !!        .  0  .     .        !
 1984.1!    *    +                            !!        0     .     .        !
 1984.2*       +                              !!      0 .     .     .        !
 1984.3!   *  +                               !!        .  0  .     .        !
 1984.4!      *  +                            !!        .  0  .     .        !
 1985.1!*          +                          !!  0     .     .     .        !
 1985.2!       +*                             !!        .     .0    .        !
 1985.3!         *+                           !!        .    0.     .        !
 1985.4! *         +                          !!    0   .     .     .        !
 1986.1!      *+                              !!        .    0.     .        !
 1986.2!         *+                           !!        .     0     .        !
 1986.3!        *  +                          !!        . 0   .     .        !
 1986.4!           +                          !!        .     0     .        !
 1987.1!             +    *                   !!        .     .     0        !
 1987.2!              *+                      !!        .    0.     .        !
 1987.3!       *     +                        !!        0     .     .        !
 1987.4!   *    +                             !!        .0    .     .        !
 1988.1*      +                               !!       0.     .     .        !
 1988.2!  +     *                             !!        .     .     0        !
 1988.3!        +     *                       !!        .     .     0        !
 1988.4!          +*                          !!        .     .0    .        !
 1989.1!         +   *                        !!        .     .   0 .        !
 1989.2!           +           *              !!        .     .     .      0 !
 1989.3!                  +*                  !!        .     .0    .        !
 1989.4!              +    *                  !!        .     .    0.        !
 1990.1!             * +                      !!        .   0 .     .        !
 1990.2!         * +                          !!        .   0 .     .        !
 1990.3!        +  *                          !!        .     .   0 .        !
 1990.4!        *  +                          !!        .  0  .     .        !
 1991.1!        +          *                  !!        .     .     .     0  !
 1991.2!             *  +                     !!        . 0   .     .        !
 1991.3!             +            *           !!        .     .     .       0!
 1991.4!                *    +                !!        .0    .     .        !
 1992.1! *             +                      !!0       .     .     .        !
 1992.2!+          *                          !!        .     .     .    0   !
 1992.3!          +    *                      !!        .     .    0.        !
 1992.4!                  +     *             !!        .     .     0        !
 1993.1!              *         +             !!   0    .     .     .        !
 1993.2!          *     +                     !!       0.     .     .        !
 1993.3!              +                       !!        .     0     .        !
 1993.4!             *  +                     !!        .  0  .     .        !
 1994.1!             * +                      !!        .   0 .     .        !
 1994.2!               +  *                   !!        .     .   0 .        !
 1994.3!          *       +                   !!      0 .     .     .        !
 1994.4!           * +                        !!        .   0 .     .        !
 1995.1!             +   *                    !!        .     .   0 .        !
 1995.2!              *  +                    !!        .  0  .     .        !
 1995.3!         *    +                       !!        .0    .     .        !
 1995.4!          + *                         !!        .     . 0   .        !
 1996.1!             +  *                     !!        .     .  0  .        !
 1996.2!            *    +                    !!        .0    .     .        !
 1996.3!          *   +                       !!        . 0   .     .        !
 1996.4!            *+                        !!        .    0.     .        !
 1997.1!             * +                      !!        .   0 .     .        !
 1997.2!                +  *                  !!        .     .  0  .        !
 1997.3!                 * +                  !!        .   0 .     .        !
 1997.4!            *     +                   !!        0     .     .        !
 1998.1!               +  *                   !!        .     .  0  .        !
 1998.2!                  +                   !!        .     0     .        !
 1998.3!                  +*                  !!        .     .0    .        !
 1998.4!                   +         *        !!        .     .     .    0   !
 1999.1!                     *   +            !!        . 0   .     .        !
 1999.2!                     +  *             !!        .     .  0  .        !
 1999.3!                      +      *        !!        .     .     .0       !
 1999.4!                      *   +           !!        . 0   .     .        !
 2000.1!                      +          *    !!        .     .     .     0  !
 2000.2!                            *+        !!        .    0.     .        !
 2000.3!                        * +           !!        .   0 .     .        !
 2000.4!                        +             !!        .     0     .        !
 2001.1!                        +   *         !!        .     .    0.        !
 2001.2!                          *+          !!        .    0.     .        !
 2001.3!                         +            *!        .     .     .      0 !
 2001.4!                                +     !!        .    0.     .        !
 2002.1!                            +        *!!        .     .     .  0     !
 2002.2!                               +  *   !!        .     .  0  .        !
 2002.3!                           * +        !!        .   0 .     .        !
 2002.4!                     *   +            !!        .0    .     .        !
 2003.1!                    +   *             !!        .     .   0 .        !
 2003.2!                   *   +              !!        . 0   .     .        !
 2003.3!                    +    *            !!        .     .     0        !
 2003.4!                       +*             !!        .     .0    .        !
 2004.1!                      +               !!        .     0     .        !
 2004.2!                      +       *       !!        .     .     . 0      !
 2004.3!                          +   *       !!        .     .   0 .        !
 2004.4!                          +           !!        .    0.     .        !
 2005.1!                     * +              !!        .   0 .     .        !
 2005.2!                 *   +                !!        . 0   .     .        !
 2005.3!                   +                  !!        .     0     .        !
 2005.4!                     + *              !!        .     . 0   .        !
 2006.1!                      *+              !!        .   0 .     .        !
 2006.2!                      +     *         !!        .     .    0.        !
 2006.3!                          +  *        !!        .     .  0  .        !
 2006.4!                          +      *    !!        .     .     .0       !
 2007.1!                             +   *    !!        .     .   0 .        !
 2007.2!                             +        !!        .     .0    .        !
 2007.3!                        *  +          !!        .  0  .     .        !
 2007.4!                    *   +             !!        .  0  .     .        !
 2008.1!                      +       *       !!        .     .     .  0     !
 2008.2!                            +*        !!        .     .0    .        !
 2008.3!                        *  +          !!        .  0  .     .        !
 2008.4!                        +*            !!        .     .0    .        !
 2009.1!                         +         *  !!        .     .     .   0    !
 2009.2!                              +       !!        .     0     .        !
 2009.3!                            +     *   !!        .     .     0        !
 2009.4!                          *   +       !!        . 0   .     .        !
 2010.1!                *        +            !!    0   .     .     .        !
 2010.2!                    +      *          !!        .     .     .0       !
 2010.3!                   *      +           !!       0.     .     .        !
 2010.4!                      +               !!        .     .0    .        !
 2011.1!                    *   +             !!        . 0   .     .        !
 2011.2!            *         +               !!   0    .     .     .        !
 2011.3!                 + *                  !!        .     . 0   .        !
 2011.4!                      +  *            !!        .     .  0  .        !
 2012.1!                         +*           !!        .     .0    .        !
 2012.2!                       *  +           !!        .  0  .     .        !
 2012.3!                      * +             !!        .   0 .     .        !
 2012.4!                        + *           !!        .     . 0   .        !


     27.66 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASBR=ASPX$/BRPMM;                                                      
 GENR LAAASBR=LOG(AAASBR+.00001);                                             
 GENR LAASBR=LOG(AASBR+.00001);                                               
 LHS AAASBR=EXP(LAAASBR)-.00001;                                              
  EQ 2007 LAAASBR C LAASBR(-1) PASBR;                                         
EQUATION 1251  LAAASBR  
   RHS     C  LAASBR(-1)  PASBR  
 SMPL 1967.1 2012.4;                                                          
Sample period is now  1967.1 to  2012.4 Internally:    61 to   244
 OLS;EST 1251 PLOT=0;END;                                                     

Equation number = 1251
**********************

Dependent variable = LAAASBR 

 1967.1 -   2012.4,    0 missing obs.,  184 obs. used.

Mean of dependent variable       -5.762412043

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.987765640       0.249864130  -3.95321     1.000000
14162 LAASBR  ( -1)       0.664559459       0.051867106  12.81273    -5.771391
14160 PASBR   (  0)      -0.684440222       0.162569984  -4.21013     1.372237

SE of equation            =     0.583624650
Sum of squared residuals  =  61.6518096      -0.386091159E-11
Average absolute error    =     0.402191857
Sum of ABS residuals      =  74.0033017    
R squared                 =   0.67541
Durbin-Watson statistic   =   2.40429
SMPL and No. Obs.         = 1967.1   2012.4    184

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.1!        *   +                         !!           .0 .  .           !
 1967.2!             +                        *!           .  .  .           0
 1967.3!                       *         +    !!        0  .  .  .           !
 1967.4!                       +           *  !!           .  .  .   0       !
 1968.1!         *                     +      !! 0         .  .  .           !
 1968.2!        *   +                         !!           .0 .  .           !
 1968.3*            +                         !!      0    .  .  .           !
 1968.4!      + *                             !!           .  .0 .           !
 1969.1!     *      +                         !!          0.  .  .           !
 1969.2!          + *                         !!           .  . 0.           !
 1969.3!           *   +                      !!           0  .  .           !
 1969.4!         *    +                       !!           0  .  .           !
 1970.1!*            +                        !!      0    .  .  .           !
 1970.2!     *  +                             !!           .0 .  .           !
 1970.3!           +*                         !!           .  .0 .           !
 1970.4!                +     *               !!           .  .  0           !
 1971.1!                 *     +              !!          0.  .  .           !
 1971.2!           *        +                 !!         0 .  .  .           !
 1971.3!      *         +                     !!        0  .  .  .           !
 1971.4!             +    *                   !!           .  .  0           !
 1972.1!            *       +                 !!         0 .  .  .           !
 1972.2!                 +  *                 !!           .  . 0.           !
 1972.3!                *     +               !!          0.  .  .           !
 1972.4!                  + *                 !!           .  .0 .           !
 1973.1!                *  +                  !!           .0 .  .           !
 1973.2!            *    +                    !!           0  .  .           !
 1973.3!              +         *             !!           .  .  .  0        !
 1973.4!        *            +                !!      0    .  .  .           !
 1974.1!       *+                             !!           . 0.  .           !
 1974.2!         *  +                         !!           .0 .  .           !
 1974.3!             + *                      !!           .  .0 .           !
 1974.4!                 *+                   !!           . 0.  .           !
 1975.1!                   +         *        !!           .  .  .  0        !
 1975.2!                           +    *     !!           .  .  0           !
 1975.3!                           * +        !!           . 0.  .           !
 1975.4!                    *    +            !!           0  .  .           !
 1976.1!                 *   +                !!           .0 .  .           !
 1976.2!           *      +                   !!          0.  .  .           !
 1976.3!               +                      !!           .  0  .           !
 1976.4!              *  +                    !!           .0 .  .           !
 1977.1!                +*                    !!           .  .0 .           !
 1977.2!                 * +                  !!           . 0.  .           !
 1977.3!                    +  *              !!           .  . 0.           !
 1977.4!                       + *            !!           .  .0 .           !
 1978.1!           *            +             !!      0    .  .  .           !
 1978.2!               +      *               !!           .  .  .0          !
 1978.3!                     * +              !!           . 0.  .           !
 1978.4!                     *+               !!           . 0.  .           !
 1979.1!                      +               !!           .  0  .           !
 1979.2!                    *  +              !!           .0 .  .           !
 1979.3!                   *   +              !!           .0 .  .           !
 1979.4!                  *   +               !!           0  .  .           !
 1980.1!                     +   *            !!           .  . 0.           !
 1980.2!                     *    +           !!           0  .  .           !
 1980.3!                 *     +              !!           0  .  .           !
 1980.4!                    +      *          !!           .  .  . 0         !
 1981.1!                   *      +           !!          0.  .  .           !
 1981.2!                   +    *             !!           .  . 0.           !
 1981.3!                    * +               !!           . 0.  .           !
 1981.4!             *     +                  !!          0.  .  .           !
 1982.1!              +   *                   !!           .  . 0.           !
 1982.2!              *  +                    !!           .0 .  .           !
 1982.3!               + *                    !!           .  .0 .           !
 1982.4!                  +   *               !!           .  .  0           !
 1983.1!                     +  *             !!           .  . 0.           !
 1983.2!                      +    *          !!           .  .  0           !
 1983.3!                        +   *         !!           .  .  0           !
 1983.4!                    *   +             !!           0  .  .           !
 1984.1!                   +         *        !!           .  .  .  0        !
 1984.2!                        * +           !!           . 0.  .           !
 1984.3!                        +   *         !!           .  .  0           !
 1984.4!                          +    *      !!           .  .  0           !
 1985.1!                             +  *     !!           .  . 0.           !
 1985.2!                              +      *!!           .  .  .0          !
 1985.3!                            *   +     !!           .0 .  .           !
 1985.4!                           +   *      !!           .  .  0           !
 1986.1!                              +       !!           .  0  .           !
 1986.2!                             + *      !!           .  .0 .           !
 1986.3!                          *    +      !!           0  .  .           !
 1986.4!                           +     *    !!           .  .  .0          !
 1987.1!                                 +    !!           .  0  .           !
 1987.2!                                +  *  !!           .  . 0.           !
 1987.3!                            *   +     !!           .0 .  .           !
 1987.4!                            +  *      !!           .  . 0.           !
 1988.1!                              +       !!           .  0  .           !
 1988.2!                         * +          !!           . 0.  .           !
 1988.3!                        +       *     !!           .  .  . 0         !
 1988.4!                            +    *    !!           .  .  0           !
 1989.1!                          *  +        !!           .0 .  .           !
 1989.2!                         +            !!           .  0  .           !
 1989.3!                         +   *        !!           .  . 0.           !
 1989.4!                          +  *        !!           .  . 0.           !
 1990.1!                            +*        !!           .  .0 .           !
 1990.2!                       *    +         !!           .0 .  .           !
 1990.3!                        +*            !!           .  .0 .           !
 1990.4!                          +   *       !!           .  . 0.           !
 1991.1!                             +*       !!           .  .0 .           !
 1991.2!                              + *     !!           .  .0 .           !
 1991.3!                               +*     !!           .  .0 .           !
 1991.4!                                +*    !!           .  .0 .           !
 1992.1!                                +     !!           .  0  .           !
 1992.2!                            +      *  !!           .  .  .0          !
 1992.3!                                +    *!!           .  .  0           !
 1992.4!                                     +*!           .  .0 .           !
 1993.1!                                     +!!           .  0  .           !
 1993.2!                                    +*!!           .  .0 .           !
 1993.3!                                    +*!!           .  .0 .           !
 1993.4!                                   +  *!           .  . 0.           !
 1994.1!                                *   + !!           .0 .  .           !
 1994.2!                                +*    !!           .  0  .           !
 1994.3!                                +     !!           .  0  .           !
 1994.4!                                + *   !!           .  .0 .           !
 1995.1!                              *  +    !!           .0 .  .           !
 1995.2!                              *+      !!           . 0.  .           !
 1995.3!                               +      !!           .  0  .           !
 1995.4!                                +*    !!           .  .0 .           !
 1996.1!                                 +*   !!           .  .0 .           !
 1996.2!                                  +*  !!           .  .0 .           !
 1996.3!                                 * +  !!           . 0.  .           !
 1996.4!                              *  +    !!           .0 .  .           !
 1997.1!                              *+      !!           . 0.  .           !
 1997.2!                              *+      !!           . 0.  .           !
 1997.3!                               +      !!           .  0  .           !
 1997.4!                                +     !!           .  0  .           !
 1998.1!                             *   +    !!           .0 .  .           !
 1998.2!                               +      !!           .  0  .           !
 1998.3!                                +     !!           .  0  .           !
 1998.4!                               * +    !!           . 0.  .           !
 1999.1!                                *+    !!           . 0.  .           !
 1999.2!                              *  +    !!           . 0.  .           !
 1999.3!                               + *    !!           .  .0 .           !
 1999.4!                                 +    !!           .  0  .           !
 2000.1!                                 +    !!           .  0  .           !
 2000.2!                                 *+   !!           .  0  .           !
 2000.3!                                 *+   !!           .  0  .           !
 2000.4!                                  +   !!           .  0  .           !
 2001.1!                            *     +   !!           0  .  .           !
 2001.2!                              + *     !!           .  .0 .           !
 2001.3!                               * +    !!           . 0.  .           !
 2001.4!                                +     !!           .  0  .           !
 2002.1!                                 +    !!           .  0  .           !
 2002.2!                             *   +    !!           .0 .  .           !
 2002.3!                              *+      !!           . 0.  .           !
 2002.4!                               +      !!           .  0  .           !
 2003.1!                                +*    !!           .  0  .           !
 2003.2!                                 +*   !!           .  .0 .           !
 2003.3!                                  + * !!           .  .0 .           !
 2003.4!                                *  +  !!           .0 .  .           !
 2004.1!                                + *   !!           .  .0 .           !
 2004.2!                                  +   !!           .  0  .           !
 2004.3!                                 +    !!           .  0  .           !
 2004.4!                                 +    !!           .  0  .           !
 2005.1!                                +     !!           .  0  .           !
 2005.2!                                +  *  !!           .  . 0.           !
 2005.3!                                 +   *!!           .  . 0.           !
 2005.4!                                  +*  !!           .  0  .           !
 2006.1!                                 +    !!           .  0  .           !
 2006.2!                                +  *  !!           .  . 0.           !
 2006.3!                                 +    !!           .  0  .           !
 2006.4!                               + *    !!           .  .0 .           !
 2007.1!                              *+      !!           . 0.  .           !
 2007.2!                              + *     !!           .  .0 .           !
 2007.3!                               +*     !!           .  .0 .           !
 2007.4!                               +      !!           .  0  .           !
 2008.1!                             *+       !!           . 0.  .           !
 2008.2!                            + *       !!           .  .0 .           !
 2008.3!                            +     *   !!           .  .  0           !
 2008.4!                               + *    !!           .  .0 .           !
 2009.1!                            * +       !!           . 0.  .           !
 2009.2!                            +         !!           .  0  .           !
 2009.3!                            +         !!           .  0  .           !
 2009.4!                            +     *   !!           .  .  0           !
 2010.1!                               +      !!           .  0  .           !
 2010.2!                             +  *     !!           .  . 0.           !
 2010.3!                            +     *   !!           .  .  0           !
 2010.4!                           *  +       !!           .0 .  .           !
 2011.1!                         +*           !!           .  0  .           !
 2011.2!                       +       *      !!           .  .  .0          !
 2011.3!                          +    *      !!           .  .  0           !
 2011.4!                        *  +          !!           . 0.  .           !
 2012.1!                       +    *         !!           .  .  0           !
 2012.2!                         + *          !!           .  .0 .           !
 2012.3!                         + *          !!           .  .0 .           !
 2012.4!                      *  +            !!           .0 .  .           !


     20.11 percent of the residuals exceed 1 SE
      4.89 percent of the residuals exceed 2 SE
@@EQ 2008 LAASOBR C LASOBR(-1) PSOBR;SMPL 1998.3 2012.4;OLS;EST 2008 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOBR=KOPX$/BRPMM;                                                      
 GENR LAAKOBR=LOG(AAKOBR+.00001);                                             
 GENR LAKOBR=LOG(AKOBR+.00001);                                               
 LHS AAKOBR=EXP(LAAKOBR)-.00001;                                              
  EQ 2009 LAAKOBR C LAKOBR(-1) PKOBR;                                         
EQUATION 1252  LAAKOBR  
   RHS     C  LAKOBR(-1)  PKOBR  
 SMPL 1977.3 2012.4;                                                          
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
 OLS;EST 1252 PLOT=0;END;                                                     

Equation number = 1252
**********************

Dependent variable = LAAKOBR 

 1977.3 -   2012.4,    0 missing obs.,  142 obs. used.

Mean of dependent variable       -5.198270562

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.120621328       0.157415806  -0.76626     1.000000
14165 LAKOBR  ( -1)       0.833014255       0.049138822  16.95226    -5.232063
14163 PKOBR   (  0)      -0.396695253       0.144867468  -2.73833     1.813146

SE of equation            =     0.673061370
Sum of squared residuals  =  62.9686135      -0.216759943E-11
Average absolute error    =     0.388552010
Sum of ABS residuals      =  55.1743854    
R squared                 =   0.90131
Durbin-Watson statistic   =   2.37349
SMPL and No. Obs.         = 1977.3   2012.4    142

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.3!         * +                          !!           .0 .  .           !
 1977.4!         *+                           !!           . 0.  .           !
 1978.1!      *   +                           !!          0.  .  .           !
 1978.2!        +*                            !!           .  .0 .           !
 1978.3!         *+                           !!           .0 .  .           !
 1978.4!         *+                           !!           . 0.  .           !
 1979.1!     *    +                           !!          0.  .  .           !
 1979.2!      *+                              !!           . 0.  .           !
 1979.3!     *   +                            !!           0  .  .           !
 1979.4!        +                             !!           .  0  .           !
 1980.1!   *       +                          !!       0   .  .  .           !
 1980.2!     * +                              !!           . 0.  .           !
 1980.3!      * +                             !!           . 0.  .           !
 1980.4!*        +                            !!      0    .  .  .           !
 1981.1!   +          *                       !!           .  .  .      0    !
 1981.2*              +                       !! 0         .  .  .           !
 1981.3! +                                    !!           .  0  .           !
 1981.4!   +             *                    !!           .  .  .         0 !
 1982.1!             *  +                     !!           0  .  .           !
 1982.2!      *     +                         !!         0 .  .  .           !
 1982.3!   *   +                              !!          0.  .  .           !
 1982.4! *  +                                 !!           0  .  .           !
 1983.1!   +  *                               !!           .  .  0           !
 1983.2!       +                *             !!           .  .  .           0
 1983.3!       *             +                !! 0         .  .  .           !
 1983.4*        +                             !!      0    .  .  .           !
 1984.1* +                                    !!           .0 .  .           !
 1984.2! +  *                                 !!           .  . 0.           !
 1984.3! *    +                               !!          0.  .  .           !
 1984.4!   +      *                           !!           .  .  .  0        !
 1985.1!       *   +                          !!           0  .  .           !
 1985.2!         +*                           !!           .  .0 .           !
 1985.3!          +     *                     !!           .  .  . 0         !
 1985.4!             *  +                     !!           0  .  .           !
 1986.1!              + *                     !!           .  . 0.           !
 1986.2!                + *                   !!           .  .0 .           !
 1986.3!                 *+                   !!           . 0.  .           !
 1986.4!             *    +                   !!          0.  .  .           !
 1987.1!               +*                     !!           .  .0 .           !
 1987.2!             *  +                     !!           0  .  .           !
 1987.3!             *+                       !!           .  0  .           !
 1987.4!             +                        !!           .  0  .           !
 1988.1!              +                       !!           .  0  .           !
 1988.2!             +                        !!           .  0  .           !
 1988.3!             +                        !!           .  0  .           !
 1988.4!            +   *                     !!           .  .  0           !
 1989.1!               +*                     !!           .  . 0.           !
 1989.2!               +*                     !!           .  .0 .           !
 1989.3!                +  *                  !!           .  .  0           !
 1989.4!                  + *                 !!           .  . 0.           !
 1990.1!                *  +                  !!           0  .  .           !
 1990.2!                + *                   !!           .  . 0.           !
 1990.3!                  + *                 !!           .  . 0.           !
 1990.4!                    +  *              !!           .  .  0           !
 1991.1!                    * +               !!           . 0.  .           !
 1991.2!                    +   *             !!           .  .  0           !
 1991.3!                       +              !!           .  .0 .           !
 1991.4!                     * +              !!           .0 .  .           !
 1992.1!                   *+                 !!           . 0.  .           !
 1992.2!                 +   *                !!           .  .  .0          !
 1992.3!                     +   *            !!           .  .  .0          !
 1992.4!                        *+            !!           . 0.  .           !
 1993.1!                        *+            !!           .  0  .           !
 1993.2!                        + *           !!           .  . 0.           !
 1993.3!                         +  *         !!           .  .  0           !
 1993.4!                           +          !!           .  0  .           !
 1994.1!                          + *         !!           .  . 0.           !
 1994.2!                           + *        !!           .  . 0.           !
 1994.3!                           + *        !!           .  .0 .           !
 1994.4!                           +*         !!           .  .0 .           !
 1995.1!                           + *        !!           .  .0 .           !
 1995.2!                            +*        !!           .  .0 .           !
 1995.3!                            + *       !!           .  . 0.           !
 1995.4!                             + *      !!           .  . 0.           !
 1996.1!                            * +       !!           . 0.  .           !
 1996.2!                            + *       !!           .  . 0.           !
 1996.3!                              +*      !!           .  .0 .           !
 1996.4!                              +*      !!           .  .0 .           !
 1997.1!                               +      !!           .  0  .           !
 1997.2!                              +*      !!           .  .0 .           !
 1997.3!                              +       !!           .  0  .           !
 1997.4!                               +*     !!           .  .0 .           !
 1998.1!                                + *   !!           .  . 0.           !
 1998.2!                                 *+   !!           . 0.  .           !
 1998.3!                                 +*   !!           .  .0 .           !
 1998.4!                                * +   !!           .0 .  .           !
 1999.1!                              * +     !!           .0 .  .           !
 1999.2!                             +        !!           .  0  .           !
 1999.3!                             + *      !!           .  . 0.           !
 1999.4!                              *+      !!           . 0.  .           !
 2000.1!                              +       !!           .  .0 .           !
 2000.2!                              +*      !!           .  .0 .           !
 2000.3!                              +*      !!           .  .0 .           !
 2000.4!                               +*     !!           .  .0 .           !
 2001.1!                               *+     !!           .  0  .           !
 2001.2!                               +*     !!           .  .0 .           !
 2001.3!                                +     !!           . 0.  .           !
 2001.4!                               *+     !!           . 0.  .           !
 2002.1!                               +      !!           .  0  .           !
 2002.2!                               +      !!           .  .0 .           !
 2002.3!                               +*     !!           .  0  .           !
 2002.4!                              * +     !!           . 0.  .           !
 2003.1!                               +      !!           .  0  .           !
 2003.2!                               +*     !!           .  0  .           !
 2003.3!                              * +     !!           . 0.  .           !
 2003.4!                               +      !!           .  .0 .           !
 2004.1!                               +      !!           .  0  .           !
 2004.2!                               +*     !!           .  .0 .           !
 2004.3!                                +     !!           .  0  .           !
 2004.4!                                +     !!           .  0  .           !
 2005.1!                                +     !!           .  0  .           !
 2005.2!                                +*    !!           .  .0 .           !
 2005.3!                                 +*   !!           .  0  .           !
 2005.4!                                 *+   !!           .  0  .           !
 2006.1!                                 +*   !!           .  0  .           !
 2006.2!                                  +   !!           .  0  .           !
 2006.3!                                  +   !!           . 0.  .           !
 2006.4!                                 *+   !!           . 0.  .           !
 2007.1!                                 +    !!           .  0  .           !
 2007.2!                                  +   !!           .  0  .           !
 2007.3!                                 *+   !!           . 0.  .           !
 2007.4!                                 +    !!           .  0  .           !
 2008.1!                                  +*  !!           .  .0 .           !
 2008.2!                                   +  !!           .  0  .           !
 2008.3!                                   +  !!           .  0  .           !
 2008.4!                                   +  !!           .  0  .           !
 2009.1!                                   +* !!           .  .0 .           !
 2009.2!                                   *+ !!           . 0.  .           !
 2009.3!                                   +* !!           .  .0 .           !
 2009.4!                                    + !!           .  0  .           !
 2010.1!                                   *+ !!           . 0.  .           !
 2010.2!                                    + !!           .  .0 .           !
 2010.3!                                    + !!           .  0  .           !
 2010.4!                                    + !!           .  0  .           !
 2011.1!                                    + *!           .  .0 .           !
 2011.2!                                      +!           .  0  .           !
 2011.3!                                     +*!           .  0  .           !
 2011.4!                                    * +!           .0 .  .           !
 2012.1!                                    +*!!           .  .0 .           !
 2012.2!                                     +!!           .  0  .           !
 2012.3!                                    *+!!           . 0.  .           !
 2012.4!                                    *+!!           . 0.  .           !


     14.08 percent of the residuals exceed 1 SE
      5.63 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEBR=BEPX$Q/BRPMM;                                                     
 GENR LAABEBR=LOG(AABEBR+.00001);                                             
 GENR LABEBR=LOG(ABEBR+.00001);                                               
 LHS AABEBR=EXP(LAABEBR)-.00001;                                              
  EQ 2010 LAABEBR C LABEBR(-1) PBEBR;                                         
EQUATION 1253  LAABEBR  
   RHS     C  LABEBR(-1)  PBEBR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1253 PLOT=0;END;                                                     

Equation number = 1253
**********************

Dependent variable = LAABEBR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.406485644

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.572823594       0.167379604  -3.42230     1.000000
14168 LABEBR  ( -1)       0.838771766       0.044480201  18.85719    -4.406492
14166 PBEBR   (  0)      -0.113593122       0.116332314  -0.97645     1.211526

SE of equation            =     0.218796322
Sum of squared residuals  =  8.85628866       0.262923017E-10
Average absolute error    =     0.164496331
Sum of ABS residuals      =  30.9253102    
R squared                 =   0.74567
Durbin-Watson statistic   =   2.18198
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!             *    +                   !!          0   .   .          !
 1966.2!              +  *                    !!          .   .   0          !
 1966.3!                 + *                  !!          .   . 0 .          !
 1966.4!                   +     *            !!          .   .   . 0        !
 1967.1!                       *+             !!          .   0   .          !
 1967.2!                      +  *            !!          .   . 0 .          !
 1967.3!                       +   *          !!          .   .  0.          !
 1967.4!                         +   *        !!          .   .   0          !
 1968.1!                 *         +          !!     0    .   .   .          !
 1968.2!                 +  *                 !!          .   .  0.          !
 1968.3!                   +  *               !!          .   .  0.          !
 1968.4!                 *   +                !!          0   .   .          !
 1969.1!                 +   *                !!          .   .   0          !
 1969.2!                    +*                !!          .   .0  .          !
 1969.3!                  * +                 !!          . 0 .   .          !
 1969.4!                 +*                   !!          .   .0  .          !
 1970.1!                  +*                  !!          .   .0  .          !
 1970.2!                   +  *               !!          .   .  0.          !
 1970.3!                     +  *             !!          .   .  0.          !
 1970.4!                       + *            !!          .   . 0 .          !
 1971.1!                        + *           !!          .   . 0 .          !
 1971.2!                       * +            !!          . 0 .   .          !
 1971.3!                    * +               !!          . 0 .   .          !
 1971.4!                    +*                !!          .   .0  .          !
 1972.1!                    +    *            !!          .   .   .0         !
 1972.2!                       *+             !!          .   0   .          !
 1972.3!                      +*              !!          .   .0  .          !
 1972.4!                      +*              !!          .   0   .          !
 1973.1!                   *  +               !!          .0  .   .          !
 1973.2!                   +   *              !!          .   .   0          !
 1973.3!                      +               !!          .   0   .          !
 1973.4!                     + *              !!          .   . 0 .          !
 1974.1!                      +         *     !!          .   .   .     0    !
 1974.2!                              +       *!          .   .   .   0      !
 1974.3!                               *   +  !!          0   .   .          !
 1974.4!                             +*       !!          .   .0  .          !
 1975.1!                            +         !!          .   0   .          !
 1975.2!                   *      +           !!       0  .   .   .          !
 1975.3!                   +        *         !!          .   .   .   0      !
 1975.4!                        * +           !!          .  0.   .          !
 1976.1!                   *   +              !!          0   .   .          !
 1976.2!                  +     *             !!          .   .   . 0        !
 1976.3!             *         +              !!    0     .   .   .          !
 1976.4!       *     +                        !!        0 .   .   .          !
 1977.1!        +  *                          !!          .   .  0.          !
 1977.2!            + *                       !!          .   . 0 .          !
 1977.3!           *  +                       !!          .0  .   .          !
 1977.4!           *+                         !!          .  0.   .          !
 1978.1!           +                          !!          .   0   .          !
 1978.2!         *  +                         !!          .0  .   .          !
 1978.3!       *  +                           !!          . 0 .   .          !
 1978.4!        +    *                        !!          .   .   .0         !
 1979.1!             +  *                     !!          .   .  0.          !
 1979.2!                +                     !!          .   0   .          !
 1979.3!            *    +                    !!         0.   .   .          !
 1979.4!             +    *                   !!          .   .   .0         !
 1980.1!                  +                   !!          .   0   .          !
 1980.2!              *   +                   !!          0   .   .          !
 1980.3!            *  +                      !!          .0  .   .          !
 1980.4!    *        +                        !!      0   .   .   .          !
 1981.1!      +                               !!          .  0.   .          !
 1981.2!    *   +                             !!          .0  .   .          !
 1981.3!      +   *                           !!          .   .   0          !
 1981.4!     *     +                          !!         0.   .   .          !
 1982.1!       +                              !!          .   0   .          !
 1982.2!        +  *                          !!          .   .  0.          !
 1982.3!    *       +                         !!       0  .   .   .          !
 1982.4!      +  *                            !!          .   . 0 .          !
 1983.1!  *       +                           !!       0  .   .   .          !
 1983.2!    +*                                !!          .   .0  .          !
 1983.3!       +*                             !!          .   0   .          !
 1983.4!         + *                          !!          .   . 0 .          !
 1984.1!         *  +                         !!          .0  .   .          !
 1984.2!   *       +                          !!       0  .   .   .          !
 1984.3!     +                                !!          .   0   .          !
 1984.4!       +  *                           !!          .   .  0.          !
 1985.1!         *  +                         !!          .0  .   .          !
 1985.2!     *    +                           !!         0.   .   .          !
 1985.3!      *+                              !!          .  0.   .          !
 1985.4!   *   +                              !!          0   .   .          !
 1986.1!   * +                                !!          . 0 .   .          !
 1986.2!     +  *                             !!          .   .  0.          !
 1986.3!     *    +                           !!         0.   .   .          !
 1986.4!    *  +                              !!          .0  .   .          !
 1987.1!      +   *                           !!          .   .   0          !
 1987.2!           +   *                      !!          .   .   0          !
 1987.3!        *      +                      !!       0  .   .   .          !
 1987.4!        +                             !!          .  0.   .          !
 1988.1!  *      +                            !!        0 .   .   .          !
 1988.2!    +      *                          !!          .   .   .  0       !
 1988.3!  *         +                         !!     0    .   .   .          !
 1988.4! *  +                                 !!          .0  .   .          !
 1989.1!   +        *                         !!          .   .   .   0      !
 1989.2!         *  +                         !!          .0  .   .          !
 1989.3!         *+                           !!          .  0.   .          !
 1989.4!        * +                           !!          . 0 .   .          !
 1990.1!        *+                            !!          .  0.   .          !
 1990.2!       * +                            !!          . 0 .   .          !
 1990.3!      * +                             !!          .  0.   .          !
 1990.4!   *    +                             !!          0   .   .          !
 1991.1!     +  *                             !!          .   .  0.          !
 1991.2!     *   +                            !!          0   .   .          !
 1991.3!       +  *                           !!          .   .   0          !
 1991.4!       *   +                          !!          0   .   .          !
 1992.1!  *     +                             !!        0 .   .   .          !
 1992.2!  +                                   !!          .  0.   .          !
 1992.3!   +         *                        !!          .   .   .    0     !
 1992.4!              +                       !!          .   0   .          !
 1993.1*               +                      !0          .   .   .          !
 1993.2!  +  *                                !!          .   .  0.          !
 1993.3!       +  *                           !!          .   .  0.          !
 1993.4!         * +                          !!          . 0 .   .          !
 1994.1!         * +                          !!          .  0.   .          !
 1994.2!           +*                         !!          .   .0  .          !
 1994.3!      *      +                        !!        0 .   .   .          !
 1994.4!        +         *                   !!          .   .   .     0    !
 1995.1!                  +               *   !!          .   .   .          0
 1995.2!                             * +      !!          .0  .   .          !
 1995.3!                *          +          !!    0     .   .   .          !
 1995.4!              * +                     !!          . 0 .   .          !
 1996.1!              *+                      !!          .  0.   .          !
 1996.2!               +*                     !!          .   .0  .          !
 1996.3!                + *                   !!          .   . 0 .          !
 1996.4!                   +                  !!          .   0   .          !
 1997.1!                   +*                 !!          .   .0  .          !
 1997.2!                  * +                 !!          . 0 .   .          !
 1997.3!                  +     *             !!          .   .   .0         !
 1997.4!                       + *            !!          .   . 0 .          !
 1998.1!                    *    +            !!          0   .   .          !
 1998.2!                   *+                 !!          .  0.   .          !
 1998.3!                   +     *            !!          .   .   .0         !
 1998.4!                     *  +             !!          . 0 .   .          !
 1999.1!                 *   +                !!          0   .   .          !
 1999.2!                  +                   !!          .   .0  .          !
 1999.3!                  +  *                !!          .   . 0 .          !
 1999.4!                     +*               !!          .   .0  .          !
 2000.1!                      +    *          !!          .   .   .0         !
 2000.2!                          +           !!          .   0   .          !
 2000.3!                    *    +            !!         0.   .   .          !
 2000.4!                     +     *          !!          .   .   . 0        !
 2001.1!                          + *         !!          .   . 0 .          !
 2001.2!                          *+          !!          .  0.   .          !
 2001.3!                         +            !!          .   0   .          !
 2001.4!                         + *          !!          .   . 0 .          !
 2002.1!                         *+           !!          . 0 .   .          !
 2002.2!                        +*            !!          .   .0  .          !
 2002.3!                        +   *         !!          .   .  0.          !
 2002.4!                           +  *       !!          .   .  0.          !
 2003.1!                            + *       !!          .   .0  .          !
 2003.2!                            +         !!          .   0   .          !
 2003.3!                         * +          !!          . 0 .   .          !
 2003.4!                        +  *          !!          .   .  0.          !
 2004.1!                         *+           !!          .  0.   .          !
 2004.2!                        +    *        !!          .   .   .0         !
 2004.3!                            +*        !!          .   . 0 .          !
 2004.4!                            +         !!          .   0   .          !
 2005.1!                          +*          !!          .   .0  .          !
 2005.2!                          +           !!          .   .0  .          !
 2005.3!                         + *          !!          .   . 0 .          !
 2005.4!                          +           !!          .   0   .          !
 2006.1!                         +  *         !!          .   .  0.          !
 2006.2!                          *+          !!          .  0.   .          !
 2006.3!                      * +             !!          . 0 .   .          !
 2006.4!                      +  *            !!          .   .  0.          !
 2007.1!                        +             !!          .   0   .          !
 2007.2!                       +              !!          .   0   .          !
 2007.3!                      +   *           !!          .   .  0.          !
 2007.4!                       *+             !!          .  0.   .          !
 2008.1!                    * +               !!          . 0 .   .          !
 2008.2!                    +    *            !!          .   .   .0         !
 2008.3!                      * +             !!          . 0 .   .          !
 2008.4!                     +  *             !!          .   . 0 .          !
 2009.1!                       +*             !!          .   .0  .          !
 2009.2!                      *+              !!          .  0.   .          !
 2009.3!                     *+               !!          .  0.   .          !
 2009.4!                    +     *           !!          .   .   .0         !
 2010.1!                        +*            !!          .   0   .          !
 2010.2!                      * +             !!          .  0.   .          !
 2010.3!                    * +               !!          .  0.   .          !
 2010.4!                    +                 !!          .   0   .          !
 2011.1!                    +*                !!          .   .0  .          !
 2011.2!                   *+                 !!          .  0.   .          !
 2011.3!              *    +                  !!         0.   .   .          !
 2011.4!               +     *                !!          .   .   . 0        !
 2012.1!                    + *               !!          .   .0  .          !
 2012.2!                    *+                !!          . 0 .   .          !
 2012.3!                *  +                  !!          .0  .   .          !
 2012.4!                 +*                   !!          .   . 0 .          !


     25.53 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDEBR=DEPX$Q/BRPMM;                                                     
 GENR LAADEBR=LOG(AADEBR+.00001);                                             
 GENR LADEBR=LOG(ADEBR+.00001);                                               
 LHS AADEBR=EXP(LAADEBR)-.00001;                                              
  EQ 2011 LAADEBR C LADEBR(-1) PDEBR;                                         
EQUATION 1254  LAADEBR  
   RHS     C  LADEBR(-1)  PDEBR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1254 PLOT=0;END;                                                     

Equation number = 1254
**********************

Dependent variable = LAADEBR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.736362069

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.234324793       0.297455338  -4.14961     1.000000
14171 LADEBR  ( -1)       0.765613291       0.047948068  15.96755    -5.738278
14169 PDEBR   (  0)      -0.085807391       0.128548781  -0.66751     1.267206

SE of equation            =     0.354927325
Sum of squared residuals  =  23.3050801      -0.948574552E-11
Average absolute error    =     0.263757557
Sum of ABS residuals      =  49.5864206    
R squared                 =   0.58955
Durbin-Watson statistic   =   2.58391
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                +  *                  !!          .   . 0 .          !
 1966.2!                 + *                  !!          .   . 0 .          !
 1966.3!                 +                    !!          .   0   .          !
 1966.4!               +     *                !!          .   .   .0         !
 1967.1!                   +                  !!          .   .0  .          !
 1967.2!                 +  *                 !!          .   .  0.          !
 1967.3!                * +                   !!          . 0 .   .          !
 1967.4!               +     *                !!          .   .   . 0        !
 1968.1!                   +*                 !!          .   .0  .          !
 1968.2!                  +*                  !!          .   .0  .          !
 1968.3!                 +  *                 !!          .   .  0.          !
 1968.4!                  +  *                !!          .   .  0.          !
 1969.1!                  +      *            !!          .   .   . 0        !
 1969.2!                      +  *            !!          .   .  0.          !
 1969.3!                      +   *           !!          .   .   0          !
 1969.4!                       +              *!          .   .   .          0
 1970.1!                     *          +     !!    0     .   .   .          !
 1970.2!                   +   *              !!          .   .   0          !
 1970.3!                    +*                !!          .   .0  .          !
 1970.4!             *     +                  !!        0 .   .   .          !
 1971.1!             +     *                  !!          .   .   . 0        !
 1971.2!                 +     *              !!          .   .   . 0        !
 1971.3!                     +*               !!          .   .0  .          !
 1971.4!                   +                  !!          .   0   .          !
 1972.1!                 +  *                 !!          .   .  0.          !
 1972.2!                  +  *                !!          .   . 0 .          !
 1972.3!                   + *                !!          .   . 0 .          !
 1972.4!              *    +                  !!         0.   .   .          !
 1973.1!             +  *                     !!          .   . 0 .          !
 1973.2!             * +                      !!          . 0 .   .          !
 1973.3!            + *                       !!          .   . 0 .          !
 1973.4!         *   +                        !!         0.   .   .          !
 1974.1!         +        *                   !!          .   .   .    0     !
 1974.2!          *     +                     !!        0 .   .   .          !
 1974.3!           +  *                       !!          .   .  0.          !
 1974.4!              +*                      !!          .   .0  .          !
 1975.1!              +                       !!          .   0   .          !
 1975.2!             + *                      !!          .   . 0 .          !
 1975.3!        *     +                       !!        0 .   .   .          !
 1975.4!       * +                            !!          . 0 .   .          !
 1976.1!       *+                             !!          .  0.   .          !
 1976.2!        + *                           !!          .   . 0 .          !
 1976.3!          +                           !!          .   0   .          !
 1976.4!          +  *                        !!          .   . 0 .          !
 1977.1!         *  +                         !!          .0  .   .          !
 1977.2!          + *                         !!          .   .  0.          !
 1977.3!     *      +                         !!       0  .   .   .          !
 1977.4!     *+                               !!          .  0.   .          !
 1978.1!      + *                             !!          .   . 0 .          !
 1978.2!      *  +                            !!          .0  .   .          !
 1978.3!      *+                              !!          .  0.   .          !
 1978.4!       +                              !!          .  0.   .          !
 1979.1!        +  *                          !!          .   .  0.          !
 1979.2!         * +                          !!          . 0 .   .          !
 1979.3!        * +                           !!          .  0.   .          !
 1979.4!    *    +                            !!         0.   .   .          !
 1980.1!     *+                               !!          .  0.   .          !
 1980.2! *     +                              !!         0.   .   .          !
 1980.3!    +  *                              !!          .   .  0.          !
 1980.4*        +                             !!     0    .   .   .          !
 1981.1!  +                                   !!          .   0   .          !
 1981.2!   *+                                 !!          .  0.   .          !
 1981.3!*    +                                !!          0   .   .          !
 1981.4!  *+                                  !!          .   0   .          !
 1982.1!*   +                                 !!          0   .   .          !
 1982.2!   + *                                !!          .   . 0 .          !
 1982.3!*     +                               !!        0 .   .   .          !
 1982.4!   +   *                              !!          .   .   0          !
 1983.1! *      +                             !!       0  .   .   .          !
 1983.2!  *+                                  !!          .  0.   .          !
 1983.3!     + *                              !!          .   . 0 .          !
 1983.4!*       +                             !!       0  .   .   .          !
 1984.1!   +    *                             !!          .   .   .0         !
 1984.2!*        +                            !!      0   .   .   .          !
 1984.3!*  +                                  !!          .0  .   .          !
 1984.4!*  +                                  !!          . 0 .   .          !
 1985.1!  *+                                  !!          . 0 .   .          !
 1985.2!    + *                               !!          .   . 0 .          !
 1985.3!       +                              !!          .   0   .          !
 1985.4!    *   +                             !!          0   .   .          !
 1986.1!      +  *                            !!          .   .  0.          !
 1986.2!         +*                           !!          .   .0  .          !
 1986.3!          +    *                      !!          .   .   .0         !
 1986.4!             * +                      !!          . 0 .   .          !
 1987.1!*           +                         !!  0       .   .   .          !
 1987.2!  +        *                          !!          .   .   .    0     !
 1987.3!*          +                          !!  0       .   .   .          !
 1987.4!  +  *                                !!          .   . 0 .          !
 1988.1!     *+                               !!          .  0.   .          !
 1988.2!   *  +                               !!          .0  .   .          !
 1988.3!     +                                !!          .   0   .          !
 1988.4!    *  +                              !!          .0  .   .          !
 1989.1!     +     *                          !!          .   .   . 0        !
 1989.2!           +     *                    !!          .   .   .0         !
 1989.3!         *      +                     !!       0  .   .   .          !
 1989.4!        *+                            !!          .  0.   .          !
 1990.1!    *    +                            !!         0.   .   .          !
 1990.2!      + *                             !!          .   . 0 .          !
 1990.3!        +*                            !!          .   .0  .          !
 1990.4!      *   +                           !!          .0  .   .          !
 1991.1!       +   *                          !!          .   .   0          !
 1991.2!          *+                          !!          .  0.   .          !
 1991.3!           +       *                  !!          .   .   .   0      !
 1991.4!       *         +                    !!    0     .   .   .          !
 1992.1!       *+                             !!          .  0.   .          !
 1992.2!        +*                            !!          .   .0  .          !
 1992.3!        *+                            !!          .  0.   .          !
 1992.4!         +  *                         !!          .   . 0 .          !
 1993.1!            +   *                     !!          .   .   0          !
 1993.2!          *    +                      !!         0.   .   .          !
 1993.3!        *  +                          !!          .0  .   .          !
 1993.4!         +  *                         !!          .   .  0.          !
 1994.1!            +  *                      !!          .   .  0.          !
 1994.2!           *  +                       !!          .0  .   .          !
 1994.3!        *  +                          !!          .0  .   .          !
 1994.4!         +  *                         !!          .   .  0.          !
 1995.1!            + *                       !!          .   . 0 .          !
 1995.2!            * +                       !!          .  0.   .          !
 1995.3!           *+                         !!          .  0.   .          !
 1995.4!            +  *                      !!          .   .  0.          !
 1996.1!            * +                       !!          . 0 .   .          !
 1996.2!          * +                         !!          . 0 .   .          !
 1996.3!         *+                           !!          .  0.   .          !
 1996.4!          +                           !!          .   0   .          !
 1997.1!           +*                         !!          .   .0  .          !
 1997.2!            +*                        !!          .   .0  .          !
 1997.3!           * +                        !!          . 0 .   .          !
 1997.4!            +                         !!          .   .0  .          !
 1998.1!            +  *                      !!          .   . 0 .          !
 1998.2!            * +                       !!          . 0 .   .          !
 1998.3!            +                         !!          .   0   .          !
 1998.4!            +                         !!          .   0   .          !
 1999.1!            +*                        !!          .   .0  .          !
 1999.2!             +  *                     !!          .   . 0 .          !
 1999.3!               +                      !!          .   0   .          !
 1999.4!             * +                      !!          .  0.   .          !
 2000.1!             + *                      !!          .   . 0 .          !
 2000.2!               +*                     !!          .   .0  .          !
 2000.3!               +  *                   !!          .   . 0 .          !
 2000.4!                 +                    !!          .   0   .          !
 2001.1!              * +                     !!          . 0 .   .          !
 2001.2!             *+                       !!          .  0.   .          !
 2001.3!             +*                       !!          .   .0  .          !
 2001.4!             *+                       !!          .   0   .          !
 2002.1!             +                        !!          .   0   .          !
 2002.2!            *+                        !!          .  0.   .          !
 2002.3!            + *                       !!          .   . 0 .          !
 2002.4!          *   +                       !!          0   .   .          !
 2003.1!           +  *                       !!          .   .  0.          !
 2003.2!            * +                       !!          .  0.   .          !
 2003.3!            +*                        !!          .   0   .          !
 2003.4!             +  *                     !!          .   .   0          !
 2004.1!               +                      !!          .  0.   .          !
 2004.2!            * +                       !!          . 0 .   .          !
 2004.3!            +                         !!          .  0.   .          !
 2004.4!           *+                         !!          .   0   .          !
 2005.1!          *+                          !!          .  0.   .          !
 2005.2!           +  *                       !!          .   .  0.          !
 2005.3!             + *                      !!          .   .0  .          !
 2005.4!            * +                       !!          . 0 .   .          !
 2006.1!            +                         !!          .   0   .          !
 2006.2!            + *                       !!          .   . 0 .          !
 2006.3!           *  +                       !!          . 0 .   .          !
 2006.4!            + *                       !!          .   .  0.          !
 2007.1!             *+                       !!          .  0.   .          !
 2007.2!            *+                        !!          . 0 .   .          !
 2007.3!            + *                       !!          .   . 0 .          !
 2007.4!         *   +                        !!         0.   .   .          !
 2008.1!          +  *                        !!          .   .  0.          !
 2008.2!             +*                       !!          .   . 0 .          !
 2008.3!         *    +                       !!         0.   .   .          !
 2008.4!          +*                          !!          .   .0  .          !
 2009.1!           +   *                      !!          .   .   0          !
 2009.2!              *+                      !!          .  0.   .          !
 2009.3!          *   +                       !!          .0  .   .          !
 2009.4!           +                          !!          .   0   .          !
 2010.1!           + *                        !!          .   . 0 .          !
 2010.2!             +                        !!          .   0   .          !
 2010.3!           * +                        !!          . 0 .   .          !
 2010.4!           +                          !!          .   0   .          !
 2011.1!            +   *                     !!          .   .   .0         !
 2011.2!              * +                     !!          .  0.   .          !
 2011.3!            * +                       !!          . 0 .   .          !
 2011.4!            +  *                      !!          .   .  0.          !
 2012.1!              +                       !!          .   0   .          !
 2012.2!          *   +                       !!          0   .   .          !
 2012.3!           +     *                    !!          .   .   .  0       !
 2012.4!                +     *               !!          .   .   .0         !


     23.94 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOBR=NOPX$Q/BRPMM;                                                     
 GENR LAANOBR=LOG(AANOBR+.00001);                                             
 GENR LANOBR=LOG(ANOBR+.00001);                                               
 LHS AANOBR=EXP(LAANOBR)-.00001;                                              
  EQ 2012 LAANOBR C LANOBR(-1) PNOBR;                                         
EQUATION 1255  LAANOBR  
   RHS     C  LANOBR(-1)  PNOBR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1255 PLOT=0;END;                                                     

Equation number = 1255
**********************

Dependent variable = LAANOBR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.133425925

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.872635399       0.277205269  -6.75541     1.000000
14174 LANOBR  ( -1)       0.549991987       0.062243688   8.83611    -5.126033
14172 PNOBR   (  0)      -0.417540943       0.111448867  -3.74648     1.057414

SE of equation            =     0.332312015
Sum of squared residuals  =  20.4297859      -0.572857317E-10
Average absolute error    =     0.257802220
Sum of ABS residuals      =  48.4668174    
R squared                 =   0.48601
Durbin-Watson statistic   =   2.37225
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                       + *            !!         .    . 0  .         !
 1966.2!                     +       *        !!         .    .    . 0       !
 1966.3!                       +     *        !!         .    .    .0        !
 1966.4!                        +      *      !!         .    .    .0        !
 1967.1!                         +  *         !!         .    .  0 .         !
 1967.2!                        +             *!         .    .    .       0 !
 1967.3!                             + *      !!         .    .0   .         !
 1967.4!                          +  *        !!         .    .  0 .         !
 1968.1!                        +  *          !!         .    .  0 .         !
 1968.2!                       +*             !!         .    .0   .         !
 1968.3!                     +                !!         .   0.    .         !
 1968.4!                   +            *     !!         .    .    .      0  !
 1969.1!                          +*          !!         .    .0   .         !
 1969.2!                       +   *          !!         .    .   0.         !
 1969.3!                       *+             !!         .    0    .         !
 1969.4!                     +    *           !!         .    .    0         !
 1970.1!                      + *             !!         .    .0   .         !
 1970.2!                *     +               !!         0    .    .         !
 1970.3!                 +            *       !!         .    .    .      0  !
 1970.4!                        *+            !!         .   0.    .         !
 1971.1!                      +   *           !!         .    .   0.         !
 1971.2!                     * +              !!         .  0 .    .         !
 1971.3!                    +     *           !!         .    .    .0        !
 1971.4!                        +   *         !!         .    .   0.         !
 1972.1!                        +*            !!         .    .0   .         !
 1972.2!                       +      *       !!         .    .    . 0       !
 1972.3!                        * +           !!         .  0 .    .         !
 1972.4!                      +   *           !!         .    .  0 .         !
 1973.1!                        +   *         !!         .    .   0.         !
 1973.2!                         +      *     !!         .    .    . 0       !
 1973.3!                        * +           !!         .  0 .    .         !
 1973.4!                      +  *            !!         .    .  0 .         !
 1974.1!                     +     *          !!         .    .    .0        !
 1974.2!                       +              !!         .   0.    .         !
 1974.3!                 *   +                !!         .0   .    .         !
 1974.4!                * +                   !!         .   0.    .         !
 1975.1!                 +   *                !!         .    .   0.         !
 1975.2!                   +  *               !!         .    . 0  .         !
 1975.3!                  * +                 !!         .  0 .    .         !
 1975.4!                  +  *                !!         .    .  0 .         !
 1976.1!                    + *               !!         .    .  0 .         !
 1976.2!              *     +                 !!        0.    .    .         !
 1976.3!                + *                   !!         .    . 0  .         !
 1976.4!                 +     *              !!         .    .    0         !
 1977.1!                  *+                  !!         .   0.    .         !
 1977.2!                  +     *             !!         .    .    .0        !
 1977.3!                     +       *        !!         .    .    .  0      !
 1977.4!                 *     +              !!       0 .    .    .         !
 1978.1!                +            *        !!         .    .    .      0  !
 1978.2!                      * +             !!         .   0.    .         !
 1978.3!                     +         *      !!         .    .    .   0     !
 1978.4!                         + *          !!         .    . 0  .         !
 1979.1!                       +   *          !!         .    .   0.         !
 1979.2!                       + *            !!         .    . 0  .         !
 1979.3!                       +*             !!         .    .0   .         !
 1979.4!                      +               !!         .    0    .         !
 1980.1!                    +  *              !!         .    .  0 .         !
 1980.2!                    +*                !!         .    0    .         !
 1980.3!             *     +                  !!         0    .    .         !
 1980.4!              +     *                 !!         .    .    0         !
 1981.1!         *       +                    !!       0 .    .    .         !
 1981.2!           +      *                   !!         .    .    . 0       !
 1981.3!*               +                     !0         .    .    .         !
 1981.4!    +      *                          !!         .    .    .0        !
 1982.1!          +  *                        !!         .    .  0 .         !
 1982.2!           +*                         !!         .    . 0  .         !
 1982.3!            + *                       !!         .    . 0  .         !
 1982.4!            +*                        !!         .    .0   .         !
 1983.1!           *+                         !!         .   0.    .         !
 1983.2!    *      +                          !!       0 .    .    .         !
 1983.3!    *   +                             !!         . 0  .    .         !
 1983.4!    *  +                              !!         .  0 .    .         !
 1984.1!       + *                            !!         .    .0   .         !
 1984.2!        * +                           !!         .  0 .    .         !
 1984.3!           + *                        !!         .    . 0  .         !
 1984.4!           *  +                       !!         . 0  .    .         !
 1985.1!             +*                       !!         .    .0   .         !
 1985.2!            * +                       !!         . 0  .    .         !
 1985.3!           *+                         !!         .   0.    .         !
 1985.4!            + *                       !!         .    . 0  .         !
 1986.1!               +  *                   !!         .    .  0 .         !
 1986.2!              *   +                   !!         .0   .    .         !
 1986.3!                 +  *                 !!         .    .  0 .         !
 1986.4!                    +           *     !!         .    .    .     0   !
 1987.1!                     *     +          !!        0.    .    .         !
 1987.2!                *   +                 !!         .0   .    .         !
 1987.3!     *           +                    !!   0     .    .    .         !
 1987.4!           + *                        !!         .    . 0  .         !
 1988.1!          *     +                     !!         0    .    .         !
 1988.2!             +  *                     !!         .    .  0 .         !
 1988.3!                 +    *               !!         .    .   0.         !
 1988.4!              *     +                 !!        0.    .    .         !
 1989.1!              * +                     !!         .  0 .    .         !
 1989.2!                +      *              !!         .    .    . 0       !
 1989.3!                     *+               !!         .   0.    .         !
 1989.4!             *     +                  !!        0.    .    .         !
 1990.1!                + *                   !!         .    . 0  .         !
 1990.2!                   +*                 !!         .    .0   .         !
 1990.3!                   +                  !!         .    0    .         !
 1990.4!          *       +                   !!       0 .    .    .         !
 1991.1!             +        *               !!         .    .    .  0      !
 1991.2!                     +  *             !!         .    .  0 .         !
 1991.3!                  *    +              !!         0    .    .         !
 1991.4!                   +          *       !!         .    .    .     0   !
 1992.1!                *         +           !!    0    .    .    .         !
 1992.2!               +  *                   !!         .    .  0 .         !
 1992.3!                  +  *                !!         .    .  0 .         !
 1992.4!                       +*             !!         .    . 0  .         !
 1993.1!                         +            !!         .    .0   .         !
 1993.2!                   *    +             !!         .0   .    .         !
 1993.3!                  *  +                !!         . 0  .    .         !
 1993.4!                   *+                 !!         .   0.    .         !
 1994.1!                     +      *         !!         .    .    .0        !
 1994.2!                    *    +            !!         0    .    .         !
 1994.3!                      +   *           !!         .    .   0.         !
 1994.4!                        *+            !!         .   0.    .         !
 1995.1!                       +*             !!         .    0    .         !
 1995.2!               *        +             !!      0  .    .    .         !
 1995.3!                   +          *       !!         .    .    .     0   !
 1995.4!                       *   +          !!         .0   .    .         !
 1996.1!                       + *            !!         .    . 0  .         !
 1996.2!                       *+             !!         .   0.    .         !
 1996.3!                      *+              !!         .   0.    .         !
 1996.4!                     *+               !!         .  0 .    .         !
 1997.1!                    * +               !!         .  0 .    .         !
 1997.2!                      +    *          !!         .    .   0.         !
 1997.3!           *              +           !!0        .    .    .         !
 1997.4!                 +*                   !!         .    . 0  .         !
 1998.1!                     + *              !!         .    . 0  .         !
 1998.2!                    *   +             !!         .0   .    .         !
 1998.3!                      +*              !!         .    .0   .         !
 1998.4!                        +             !!         .    0    .         !
 1999.1!                        *+            !!         .   0.    .         !
 1999.2!                  *     +             !!        0.    .    .         !
 1999.3!                  * +                 !!         .  0 .    .         !
 1999.4!            *       +                 !!      0  .    .    .         !
 2000.1!              * +                     !!         .  0 .    .         !
 2000.2!            *     +                   !!        0.    .    .         !
 2000.3!           *    +                     !!         0    .    .         !
 2000.4!             *  +                     !!         .  0 .    .         !
 2001.1!          *      +                    !!        0.    .    .         !
 2001.2!               +   *                  !!         .    .   0.         !
 2001.3!        *            +                !!  0      .    .    .         !
 2001.4!             * +                      !!         .   0.    .         !
 2002.1!                  +                   !!         .    0    .         !
 2002.2!                    +   *             !!         .    .   0.         !
 2002.3!                  *    +              !!         .0   .    .         !
 2002.4!                *   +                 !!         .0   .    .         !
 2003.1!                  +*                  !!         .    .0   .         !
 2003.2!                    +*                !!         .    0    .         !
 2003.3!                     + *              !!         .    . 0  .         !
 2003.4!                      +*              !!         .    .0   .         !
 2004.1!                 *    +               !!         .0   .    .         !
 2004.2!                   +                  !!         .    0    .         !
 2004.3!                *  +                  !!         . 0  .    .         !
 2004.4!                 +  *                 !!         .    .  0 .         !
 2005.1!                   +       *          !!         .    .    . 0       !
 2005.2!             *         +              !!     0   .    .    .         !
 2005.3!            * +                       !!         . 0  .    .         !
 2005.4!              +  *                    !!         .    .   0.         !
 2006.1!        *       +                     !!       0 .    .    .         !
 2006.2!      *    +                          !!         0    .    .         !
 2006.3!       *  +                           !!         . 0  .    .         !
 2006.4!           +                          !!         .    0    .         !
 2007.1!       *     +                        !!        0.    .    .         !
 2007.2!     *     +                          !!        0.    .    .         !
 2007.3!         +                            !!         .   0.    .         !
 2007.4!          +    *                      !!         .    .    0         !
 2008.1*              +                       !!0        .    .    .         !
 2008.2!    +   *                             !!         .    .   0.         !
 2008.3!          + *                         !!         .    . 0  .         !
 2008.4!   *          +                       !!    0    .    .    .         !
 2009.1!       * +                            !!         .  0 .    .         !
 2009.2!            +   *                     !!         .    .   0.         !
 2009.3!               * +                    !!         .  0 .    .         !
 2009.4!         *     +                      !!        0.    .    .         !
 2010.1!            +    *                    !!         .    .    0         !
 2010.2!                 +  *                 !!         .    .  0 .         !
 2010.3!            *     +                   !!        0.    .    .         !
 2010.4!             +                        !!         .   0.    .         !
 2011.1!      *      +                        !!        0.    .    .         !
 2011.2!         +*                           !!         .    .0   .         !
 2011.3!       *   +                          !!         .0   .    .         !
 2011.4!        * +                           !!         .   0.    .         !
 2012.1!          +  *                        !!         .    .  0 .         !
 2012.2!        *    +                        !!         0    .    .         !
 2012.3!        * +                           !!         .   0.    .         !
 2012.4!     *    +                           !!         0    .    .         !


     30.32 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
@EQ  2013 LAASWBR C LASWBR(-1) PSWBR;SMPL 1966.1 2012.4;OLS;EST 2013 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGRBR=GRPX$Q/BRPMM;                                                     
 GENR LAAGRBR=LOG(AAGRBR+.00001);                                             
 GENR LAGRBR=LOG(AGRBR+.00001);                                               
 LHS AAGRBR=EXP(LAAGRBR)-.00001;                                              
  EQ 2014 LAAGRBR C LAGRBR(-1) PGRBR;                                         
EQUATION 1256  LAAGRBR  
   RHS     C  LAGRBR(-1)  PGRBR  
 SMPL 1984.4 2012.4;                                                          
Sample period is now  1984.4 to  2012.4 Internally:   132 to   244
 OLS;EST 1256 PLOT=0;END;                                                     

Equation number = 1256
**********************

Dependent variable = LAAGRBR 

 1984.4 -   2012.4,    0 missing obs.,  113 obs. used.

Mean of dependent variable       -8.222520335

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.731426401       0.574062148  -1.27412     1.000000
14177 LAGRBR  ( -1)       0.525307952       0.075148748   6.99024    -8.259365
14175 PGRBR   (  0)      -2.721177604       0.615227711  -4.42304     1.158463

SE of equation            =     0.837279170
Sum of squared residuals  =  77.1140050       0.162891922E-11
Average absolute error    =     0.640519153
Sum of ABS residuals      =  72.3786643    
R squared                 =   0.62714
Durbin-Watson statistic   =   2.15289
SMPL and No. Obs.         = 1984.4   2012.4    113

Plot of actual(*) and fitted(+) values and residuals(0)


 1984.4! *     +                              !!       0.     .     .        !
 1985.1!      *+                              !!        .    0.     .        !
 1985.2!        *+                            !!        .    0.     .        !
 1985.3!    *   +                             !!        .0    .     .        !
 1985.4*       +                              !!     0  .     .     .        !
 1986.1!      +*                              !!        .     .0    .        !
 1986.2!         * +                          !!        .   0 .     .        !
 1986.3!*           +                         !!0       .     .     .        !
 1986.4!       +      *                       !!        .     .     .0       !
 1987.1!          *    +                      !!        0     .     .        !
 1987.2*           +                          !! 0      .     .     .        !
 1987.3!     +*                               !!        .     .0    .        !
 1987.4! *      +                             !!       0.     .     .        !
 1988.1!     * +                              !!        .   0 .     .        !
 1988.2*  +                                   !!        .  0  .     .        !
 1988.3! *  +                                 !!        . 0   .     .        !
 1988.4!    +            *                    !!        .     .     .        0
 1989.1!   *         +                        !!  0     .     .     .        !
 1989.2!       + *                            !!        .     . 0   .        !
 1989.3!       *   +                          !!        .0    .     .        !
 1989.4!      *+                              !!        .    0.     .        !
 1990.1!     *    +                           !!        0     .     .        !
 1990.2!    *    +                            !!        0     .     .        !
 1990.3!      +     *                         !!        .     .     0        !
 1990.4!             +       *                !!        .     .     .  0     !
 1991.1!                +      *              !!        .     .     . 0      !
 1991.2!         *           +                !! 0      .     .     .        !
 1991.3!             +                        !!        .     0     .        !
 1991.4!                +    *                !!        .     .     0        !
 1992.1!                 * +                  !!        .   0 .     .        !
 1992.2!      +       *                       !!        .     .     .  0     !
 1992.3!            +    *                    !!        .     .     0        !
 1992.4!                       +         *    !!        .     .     .    0   !
 1993.1!                                +     *!        .     .     .0       !
 1993.2!                              +  *    !!        .     .  0  .        !
 1993.3!                    *        +        !!   0    .     .     .        !
 1993.4!                     +  *             !!        .     .   0 .        !
 1994.1!                       +     *        !!        .     .     .0       !
 1994.2!                         + *          !!        .     . 0   .        !
 1994.3!                       * +            !!        .   0 .     .        !
 1994.4!                      +       *       !!        .     .     .  0     !
 1995.1!                         *+           !!        .    0.     .        !
 1995.2!                        +    *        !!        .     .     0        !
 1995.3!                           +     *    !!        .     .     .0       !
 1995.4!                       *   +          !!        .0    .     .        !
 1996.1!                      +          *    !!        .     .     .     0  !
 1996.2!                            + *       !!        .     . 0   .        !
 1996.3!                           +  *       !!        .     .   0 .        !
 1996.4!                           +          !!        .     0     .        !
 1997.1!                          *+          !!        .     0     .        !
 1997.2!                  *       +           !!     0  .     .     .        !
 1997.3!                *     +               !!        0     .     .        !
 1997.4!                     +  *             !!        .     .   0 .        !
 1998.1!                         +      *     !!        .     .     .0       !
 1998.2!                           *+         !!        .    0.     .        !
 1998.3!                         *+           !!        .    0.     .        !
 1998.4!                         +     *      !!        .     .     .0       !
 1999.1!                            *+        !!        .    0.     .        !
 1999.2!                 *        +           !!    0   .     .     .        !
 1999.3!                    +    *            !!        .     .    0.        !
 1999.4!                         +*           !!        .     .0    .        !
 2000.1!                     *    +           !!        .0    .     .        !
 2000.2!                      *  +            !!        .  0  .     .        !
 2000.3!                        *+            !!        .   0 .     .        !
 2000.4!                          +           !!        .     0     .        !
 2001.1!                   *       +          !!     0  .     .     .        !
 2001.2!                        +             !!        .     0     .        !
 2001.3!              *           +           !!0       .     .     .        !
 2001.4!                     +*               !!        .     .0    .        !
 2002.1!                 *       +            !!     0  .     .     .        !
 2002.2!                    * +               !!        .   0 .     .        !
 2002.3!                    * +               !!        .   0 .     .        !
 2002.4!                      +    *          !!        .     .     0        !
 2003.1!                       *+             !!        .    0.     .        !
 2003.2!                       +    *         !!        .     .    0.        !
 2003.3!                     *   +            !!        . 0   .     .        !
 2003.4!                  * +                 !!        .   0 .     .        !
 2004.1!                  +       *           !!        .     .     . 0      !
 2004.2!                      *+              !!        .   0 .     .        !
 2004.3!                    +*                !!        .     .0    .        !
 2004.4!                    + *               !!        .     .  0  .        !
 2005.1!                    + *               !!        .     . 0   .        !
 2005.2!                *    +                !!        0     .     .        !
 2005.3!                  +     *             !!        .     .     .0       !
 2005.4!                      *+              !!        .    0.     .        !
 2006.1!                     +          *     !!        .     .     .     0  !
 2006.2!                    *     +           !!       0.     .     .        !
 2006.3!                    +                 !!        .     0     .        !
 2006.4!                   *+                 !!        .    0.     .        !
 2007.1!                    +*                !!        .     . 0   .        !
 2007.2!                    + *               !!        .     . 0   .        !
 2007.3!                    +   *             !!        .     .   0 .        !
 2007.4!                     +                !!        .     0     .        !
 2008.1!                   +                  !!        .    0.     .        !
 2008.2!                  +     *             !!        .     .     .0       !
 2008.3!                 *   +                !!        . 0   .     .        !
 2008.4!                   +   *              !!        .     .   0 .        !
 2009.1!                      +*              !!        .     .0    .        !
 2009.2!                  *  +                !!        . 0   .     .        !
 2009.3!                  +                   !!        .     0     .        !
 2009.4!                 +                    !!        .     0     .        !
 2010.1!              *   +                   !!        . 0   .     .        !
 2010.2!                 +         *          !!        .     .     .    0   !
 2010.3!                        +     *       !!        .     .     .0       !
 2010.4!                 *       +            !!     0  .     .     .        !
 2011.1!                 *+                   !!        .    0.     .        !
 2011.2!                *+                    !!        .     0     .        !
 2011.3!                *+                    !!        .    0.     .        !
 2011.4!                 + *                  !!        .     .  0  .        !
 2012.1!              *    +                  !!        0     .     .        !
 2012.2!                +                     !!        .    0.     .        !
 2012.3!                *+                    !!        .    0.     .        !
 2012.4!                  +         *         !!        .     .     .     0  !


     32.74 percent of the residuals exceed 1 SE
      5.31 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRBR=IRPX$Q/BRPMM;                                                     
 GENR LAAIRBR=LOG(AAIRBR+.00001);                                             
 GENR LAIRBR=LOG(AIRBR+.00001);                                               
 LHS AAIRBR=EXP(LAAIRBR)-.00001;                                              
  EQ 2015 LAAIRBR C LAIRBR(-1) PIRBR;                                         
EQUATION 1257  LAAIRBR  
   RHS     C  LAIRBR(-1)  PIRBR  
 SMPL 1977.4 2012.4;                                                          
Sample period is now  1977.4 to  2012.4 Internally:   104 to   244
 OLS;EST 1257 PLOT=0;END;                                                     

Equation number = 1257
**********************

Dependent variable = LAAIRBR 

 1977.4 -   2012.4,    0 missing obs.,  141 obs. used.

Mean of dependent variable       -6.563426009

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.961831851       0.362616647  -5.41021     1.000000
14180 LAIRBR  ( -1)       0.566599607       0.072920572   7.77009    -6.560162
14178 PIRBR   (  0)      -0.625264585       0.167190139  -3.73984     1.414776

SE of equation            =     0.503846364
Sum of squared residuals  =  35.0328399       0.119246835E-10
Average absolute error    =     0.349040395
Sum of ABS residuals      =  49.2146957    
R squared                 =   0.60944
Durbin-Watson statistic   =   2.03373
SMPL and No. Obs.         = 1977.4   2012.4    141

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.4!         *                +           !0          .   .   .          !
 1978.1!             + *                      !!          .   . 0 .          !
 1978.2!         *        +                   !!      0   .   .   .          !
 1978.3!              +           *           !!          .   .   .     0    !
 1978.4!                   *   +              !!          0   .   .          !
 1979.1!               *   +                  !!          0   .   .          !
 1979.2!          *        +                  !!      0   .   .   .          !
 1979.3!                 +      *             !!          .   .   . 0        !
 1979.4!              *          +            !!     0    .   .   .          !
 1980.1!                   + *                !!          .   . 0 .          !
 1980.2!                 *    +               !!          0   .   .          !
 1980.3!             *      +                 !!        0 .   .   .          !
 1980.4!           *      +                   !!        0 .   .   .          !
 1981.1!              *  +                    !!          . 0 .   .          !
 1981.2!           *     +                    !!        0 .   .   .          !
 1981.3!        *      +                      !!        0 .   .   .          !
 1981.4!         *  +                         !!          .0  .   .          !
 1982.1*             +                        !!  0       .   .   .          !
 1982.2!      +                               !!          .   0   .          !
 1982.3!            +   *                     !!          .   .   0          !
 1982.4!              *  +                    !!          . 0 .   .          !
 1983.1!         *      +                     !!        0 .   .   .          !
 1983.2!             +     *                  !!          .   .   .0         !
 1983.3!                   +*                 !!          .   .0  .          !
 1983.4!            *      +                  !!        0 .   .   .          !
 1984.1!            *  +                      !!          . 0 .   .          !
 1984.2!                +                     !!          .   0   .          !
 1984.3!                 * +                  !!          .  0.   .          !
 1984.4!                    +*                !!          .   .0  .          !
 1985.1!                 *     +              !!         0.   .   .          !
 1985.2!                   *+                 !!          .  0.   .          !
 1985.3!                   +                  !!          .   0   .          !
 1985.4!                 * +                  !!          . 0 .   .          !
 1986.1!              *   +                   !!          0   .   .          !
 1986.2!                 +      *             !!          .   .   .  0       !
 1986.3!                       +             *!!          .   .   .       0  !
 1986.4!                               +  *   !!          .   .  0.          !
 1987.1!                              +*      !!          .   .0  .          !
 1987.2!                           + *        !!          .   . 0 .          !
 1987.3!                   *     +            !!        0 .   .   .          !
 1987.4!                   +     *            !!          .   .   .0         !
 1988.1!                       +              !!          .   0   .          !
 1988.2!                    +   *             !!          .   .   0          !
 1988.3!                       +              !!          .   0   .          !
 1988.4!                   *+                 !!          .   0   .          !
 1989.1!              *    +                  !!         0.   .   .          !
 1989.2!                +            *        !!          .   .   .      0   !
 1989.3!                         +   *        !!          .   .  0.          !
 1989.4!                        +  *          !!          .   .  0.          !
 1990.1!                 *       +            !!       0  .   .   .          !
 1990.2!                  + *                 !!          .   .0  .          !
 1990.3!                    +       *         !!          .   .   .   0      !
 1990.4!                      *   +           !!          0   .   .          !
 1991.1!                     +                !!          .   0   .          !
 1991.2!                     * +              !!          . 0 .   .          !
 1991.3!                      +              *!!          .   .   .        0 !
 1991.4!                               + *    !!          .   . 0 .          !
 1992.1!             *              +         !! 0        .   .   .          !
 1992.2!            +          *              !!          .   .   .     0    !
 1992.3!                     +       *        !!          .   .   . 0        !
 1992.4!                             +  *     !!          .   .  0.          !
 1993.1!                               +  *   !!          .   .  0.          !
 1993.2!                              +       !!          .  0.   .          !
 1993.3!                       *     +        !!         0.   .   .          !
 1993.4!                        +     *       !!          .   .   .0         !
 1994.1!                          * +         !!          . 0 .   .          !
 1994.2!                         +  *         !!          .   .  0.          !
 1994.3!                           + *        !!          .   . 0 .          !
 1994.4!                           +   *      !!          .   .  0.          !
 1995.1!                       *     +        !!        0 .   .   .          !
 1995.2!                        + *           !!          .   .0  .          !
 1995.3!                          +           !!          .   0   .          !
 1995.4!                          +    *      !!          .   .   0          !
 1996.1!                             + *      !!          .   . 0 .          !
 1996.2!                              +       !!          .   0   .          !
 1996.3!                             +*       !!          .   .0  .          !
 1996.4!                         *   +        !!          .0  .   .          !
 1997.1!                          +    *      !!          .   .   0          !
 1997.2!                              +       !!          .   0   .          !
 1997.3!                             *+       !!          .   0   .          !
 1997.4!                           * +        !!          .  0.   .          !
 1998.1!                           *+         !!          .   0   .          !
 1998.2!                           +          !!          .   0   .          !
 1998.3!                           +*         !!          .   .0  .          !
 1998.4!                            +         *!          .   .   .    0     !
 1999.1!                                 *+   !!          .   0   .          !
 1999.2!                               + *    !!          .   . 0 .          !
 1999.3!                               +      !!          .   .0  .          !
 1999.4!                              + *     !!          .   .0  .          !
 2000.1!                              + *     !!          .   . 0 .          !
 2000.2!                               +    * !!          .   .   0          !
 2000.3!                                  +   !!          .   .0  .          !
 2000.4!                                 +    !!          .   0   .          !
 2001.1!                                +*    !!          .   .0  .          !
 2001.2!                               +      *!          .   .   . 0        !
 2001.3!                                  +*  !!          .   .0  .          !
 2001.4!                                *+    !!          .   0   .          !
 2002.1!                               + *    !!          .   . 0 .          !
 2002.2!                              *+      !!          .  0.   .          !
 2002.3!                             +  *     !!          .   .  0.          !
 2002.4!                              +       !!          .   0   .          !
 2003.1!                             + *      !!          .   . 0 .          !
 2003.2!                              +   *   !!          .   .  0.          !
 2003.3!                               +   *  !!          .   .  0.          !
 2003.4!                                + *   !!          .   . 0 .          !
 2004.1!                                +     !!          .   0   .          !
 2004.2!                               + *    !!          .   . 0 .          !
 2004.3!                               + *    !!          .   . 0 .          !
 2004.4!                               + *    !!          .   . 0 .          !
 2005.1!                               +*     !!          .   0   .          !
 2005.2!                               +      !!          .   .0  .          !
 2005.3!                               +  *   !!          .   .  0.          !
 2005.4!                             *  +     !!          .0  .   .          !
 2006.1!                             +        !!          .   0   .          !
 2006.2!                              +       !!          .   0   .          !
 2006.3!                              + *     !!          .   . 0 .          !
 2006.4!                             * +      !!          . 0 .   .          !
 2007.1!                             *+       !!          .   0   .          !
 2007.2!                             *+       !!          .   0   .          !
 2007.3!                             *+       !!          .   0   .          !
 2007.4!                              +       !!          .   0   .          !
 2008.1!                              *+      !!          .  0.   .          !
 2008.2!                            *  +      !!          .0  .   .          !
 2008.3!                             *+       !!          .   0   .          !
 2008.4!                            * +       !!          . 0 .   .          !
 2009.1!                             +   *    !!          .   .  0.          !
 2009.2!                                + *   !!          .   .0  .          !
 2009.3!                                *+    !!          .   0   .          !
 2009.4!                             *  +     !!          .0  .   .          !
 2010.1!                             *+       !!          .  0.   .          !
 2010.2!                            *  +      !!          . 0 .   .          !
 2010.3!                              +*      !!          .   .0  .          !
 2010.4!                             *  +     !!          .0  .   .          !
 2011.1!                              *+      !!          .   0   .          !
 2011.2!                             *  +     !!          . 0 .   .          !
 2011.3!                              *+      !!          .  0.   .          !
 2011.4!                               *+     !!          .   0   .          !
 2012.1!                              * +     !!          . 0 .   .          !
 2012.2!                           *   +      !!          0   .   .          !
 2012.3!                              +       !!          .   0   .          !
 2012.4!                           *   +      !!          0   .   .          !


     23.40 percent of the residuals exceed 1 SE
      7.09 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOBR=POPX$Q/BRPMM;                                                     
 GENR LAAPOBR=LOG(AAPOBR+.00001);                                             
 GENR LAPOBR=LOG(APOBR+.00001);                                               
 LHS AAPOBR=EXP(LAAPOBR)-.00001;                                              
  EQ 2016 LAAPOBR C LAPOBR(-1) PPOBR;                                         
EQUATION 1258  LAAPOBR  
   RHS     C  LAPOBR(-1)  PPOBR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1258 PLOT=0;END;                                                     

Equation number = 1258
**********************

Dependent variable = LAAPOBR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.119152777

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.268323091       0.306377676  -7.40368     1.000000
14183 LAPOBR  ( -1)       0.496602617       0.064845673   7.65822    -6.127864
14181 PPOBR   (  0)      -0.545155775       0.106406938  -5.12331     1.481625

SE of equation            =     0.328464028
Sum of squared residuals  =  19.9593943       0.334674510E-10
Average absolute error    =     0.243513833
Sum of ABS residuals      =  45.7806005    
R squared                 =   0.60846
Durbin-Watson statistic   =   2.20096
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!           +       *                  !!          .   .   .  0       !
 1966.2!                 *+                   !!          .   0   .          !
 1966.3!              * +                     !!          . 0 .   .          !
 1966.4!               + *                    !!          .   .0  .          !
 1967.1!                 +      *             !!          .   .   . 0        !
 1967.2!                     + *              !!          .   . 0 .          !
 1967.3!                     +      *         !!          .   .   . 0        !
 1967.4!                      *+              !!          .  0.   .          !
 1968.1!                    + *               !!          .   . 0 .          !
 1968.2!                  +  *                !!          .   .  0.          !
 1968.3!                  +     *             !!          .   .   .0         !
 1968.4!                  *+                  !!          . 0 .   .          !
 1969.1!                 +*                   !!          .   .0  .          !
 1969.2!                +   *                 !!          .   .  0.          !
 1969.3!                 *+                   !!          .  0.   .          !
 1969.4!                +  *                  !!          .   . 0 .          !
 1970.1!                 +  *                 !!          .   .  0.          !
 1970.2!                   +       *          !!          .   .   .  0       !
 1970.3!                      +  *            !!          .   .  0.          !
 1970.4!                     + *              !!          .   .0  .          !
 1971.1!                  *  +                !!          . 0 .   .          !
 1971.2!                   +                  !!          .   0   .          !
 1971.3!                 * +                  !!          . 0 .   .          !
 1971.4!                 *+                   !!          .  0.   .          !
 1972.1!                  +   *               !!          .   .  0.          !
 1972.2!                      +  *            !!          .   .  0.          !
 1972.3!                       + *            !!          .   .0  .          !
 1972.4!                    *  +              !!          . 0 .   .          !
 1973.1!                     +*               !!          .   .0  .          !
 1973.2!                       +              !!          .   .0  .          !
 1973.3!                     * +              !!          . 0 .   .          !
 1973.4!                 *  +                 !!          .0  .   .          !
 1974.1!                 +            *       !!          .   .   .      0   !
 1974.2!                     *    +           !!         0.   .   .          !
 1974.3!                     +       *        !!          .   .   . 0        !
 1974.4!                     *   +            !!          .0  .   .          !
 1975.1!                     +*               !!          .   .0  .          !
 1975.2!              *       +               !!        0 .   .   .          !
 1975.3!                 + *                  !!          .   .0  .          !
 1975.4!          *        +                  !!       0  .   .   .          !
 1976.1!          *    +                      !!         0.   .   .          !
 1976.2!              + *                     !!          .   .0  .          !
 1976.3!             *   +                    !!          0   .   .          !
 1976.4!               +*                     !!          .   0   .          !
 1977.1!               * +                    !!          .  0.   .          !
 1977.2!                * +                   !!          . 0 .   .          !
 1977.3!           *      +                   !!        0 .   .   .          !
 1977.4!       *       +                      !!       0  .   .   .          !
 1978.1!            +   *                     !!          .   .  0.          !
 1978.2!                *  +                  !!          . 0 .   .          !
 1978.3!                   +  *               !!          .   .  0.          !
 1978.4!                 *   +                !!          .0  .   .          !
 1979.1!                   +      *           !!          .   .   . 0        !
 1979.2!                       *+             !!          .  0.   .          !
 1979.3!                        +   *         !!          .   .  0.          !
 1979.4!                    *     +           !!         0.   .   .          !
 1980.1!                       +   *          !!          .   .  0.          !
 1980.2!                         *+           !!          .  0.   .          !
 1980.3!                         +     *      !!          .   .   .0         !
 1980.4!                  *        +          !!       0  .   .   .          !
 1981.1!                  *+                  !!          .  0.   .          !
 1981.2!               *  +                   !!          . 0 .   .          !
 1981.3!               +  *                   !!          .   . 0 .          !
 1981.4!                +       *             !!          .   .   .  0       !
 1982.1!         *        +                   !!       0  .   .   .          !
 1982.2!          +*                          !!          .   .0  .          !
 1982.3!         *  +                         !!          .0  .   .          !
 1982.4!       *   +                          !!          .0  .   .          !
 1983.1!      *  +                            !!          . 0 .   .          !
 1983.2!        *+                            !!          .  0.   .          !
 1983.3!  *       +                           !!        0 .   .   .          !
 1983.4*      +                               !!        0 .   .   .          !
 1984.1!   * +                                !!          . 0 .   .          !
 1984.2!  *    +                              !!          0   .   .          !
 1984.3!  *     +                             !!         0.   .   .          !
 1984.4!  *     +                             !!         0.   .   .          !
 1985.1!        + *                           !!          .   .0  .          !
 1985.2!            + *                       !!          .   . 0 .          !
 1985.3!             +        *               !!          .   .   .  0       !
 1985.4!                  +                *  !!          .   .   .         0!
 1986.1!                   *      +           !!         0.   .   .          !
 1986.2!                   + *                !!          .   . 0 .          !
 1986.3!                    +                 *!          .   .   .          0
 1986.4!              *              +        !!  0       .   .   .          !
 1987.1!                  +   *               !!          .   .  0.          !
 1987.2!                 *  +                 !!          .0  .   .          !
 1987.3!        *        +                    !!      0   .   .   .          !
 1987.4!       *     +                        !!         0.   .   .          !
 1988.1!         *   +                        !!          0   .   .          !
 1988.2!            +  *                      !!          .   .  0.          !
 1988.3!           *    +                     !!          0   .   .          !
 1988.4!            *+                        !!          .  0.   .          !
 1989.1!               +*                     !!          .   .0  .          !
 1989.2!                 +   *                !!          .   .  0.          !
 1989.3!                 *  +                 !!          . 0 .   .          !
 1989.4!         *       +                    !!       0  .   .   .          !
 1990.1!               +     *                !!          .   .   .0         !
 1990.2!                    +  *              !!          .   .  0.          !
 1990.3!                  *  +                !!          . 0 .   .          !
 1990.4!                 *  +                 !!          .0  .   .          !
 1991.1!                  + *                 !!          .   .0  .          !
 1991.2!                *    +                !!          0   .   .          !
 1991.3!                  +                   !!          .  0.   .          !
 1991.4!          *         +                 !!     0    .   .   .          !
 1992.1!             * +                      !!          . 0 .   .          !
 1992.2!            +  *                      !!          .   . 0 .          !
 1992.3!                 + *                  !!          .   . 0 .          !
 1992.4!                   *    +             !!          0   .   .          !
 1993.1!                     * +              !!          .  0.   .          !
 1993.2!                  *   +               !!          0   .   .          !
 1993.3!                     +*               !!          .   .0  .          !
 1993.4!               *      +               !!         0.   .   .          !
 1994.1!                  + *                 !!          .   . 0 .          !
 1994.2!                     +                !!          .   0   .          !
 1994.3!                      +  *            !!          .   .  0.          !
 1994.4!                   *    +             !!         0.   .   .          !
 1995.1!                     +       *        !!          .   .   .  0       !
 1995.2!                           + *        !!          .   . 0 .          !
 1995.3!                         * +          !!          . 0 .   .          !
 1995.4!                        *+            !!          .   0   .          !
 1996.1!                        +      *      !!          .   .   . 0        !
 1996.2!                            +   *     !!          .   .  0.          !
 1996.3!                             +  *     !!          .   .  0.          !
 1996.4!                             +*       !!          .   .0  .          !
 1997.1!                            +*        !!          .   .0  .          !
 1997.2!                           + *        !!          .   . 0 .          !
 1997.3!                           +*         !!          .   .0  .          !
 1997.4!                          +           !!          .   0   .          !
 1998.1!                         +    *       !!          .   .   0          !
 1998.2!                           +          !!          .   .0  .          !
 1998.3!                          +*          !!          .   .0  .          !
 1998.4!                        * +           !!          . 0 .   .          !
 1999.1!                        +             !!          .   0   .          !
 1999.2!                        +             !!          .   0   .          !
 1999.3!                       + *            !!          .   .0  .          !
 1999.4!                     *   +            !!          .0  .   .          !
 2000.1!                      +    *          !!          .   .   0          !
 2000.2!                         *+           !!          .   0   .          !
 2000.3!                         +*           !!          .   .0  .          !
 2000.4!                     *   +            !!          .0  .   .          !
 2001.1!                       +   *          !!          .   .  0.          !
 2001.2!                          +           !!          .   .0  .          !
 2001.3!                          +*          !!          .   .0  .          !
 2001.4!                        * +           !!          .  0.   .          !
 2002.1!                        + *           !!          .   . 0 .          !
 2002.2!                         +            !!          .   0   .          !
 2002.3!                        +             !!          .   0   .          !
 2002.4!                     *  +             !!          .0  .   .          !
 2003.1!                      +   *           !!          .   .  0.          !
 2003.2!                         *+           !!          .   0   .          !
 2003.3!                         +*           !!          .   0   .          !
 2003.4!                       * +            !!          . 0 .   .          !
 2004.1!                        + *           !!          .   . 0 .          !
 2004.2!                          +           !!          .   0   .          !
 2004.3!                          +           !!          .   0   .          !
 2004.4!                         *+           !!          .  0.   .          !
 2005.1!                         +*           !!          .   0   .          !
 2005.2!                         *+           !!          .  0.   .          !
 2005.3!                          + *         !!          .   . 0 .          !
 2005.4!                        *  +          !!          . 0 .   .          !
 2006.1!                         + *          !!          .   . 0 .          !
 2006.2!                           + *        !!          .   . 0 .          !
 2006.3!                            +*        !!          .   .0  .          !
 2006.4!                            +         !!          .   0   .          !
 2007.1!                           +          !!          .  0.   .          !
 2007.2!                         * +          !!          .  0.   .          !
 2007.3!                          +   *       !!          .   .  0.          !
 2007.4!                        *    +        !!          0   .   .          !
 2008.1!                          +           !!          .   0   .          !
 2008.2!                            +         !!          .   0   .          !
 2008.3!                           *+         !!          .  0.   .          !
 2008.4!                       *    +         !!          0   .   .          !
 2009.1!                         + *          !!          .   . 0 .          !
 2009.2!                           +          !!          .   0   .          !
 2009.3!                           +  *       !!          .   .  0.          !
 2009.4!                           * +        !!          .  0.   .          !
 2010.1!                            +*        !!          .   .0  .          !
 2010.2!                           *+         !!          .  0.   .          !
 2010.3!                           +*         !!          .   0   .          !
 2010.4!                         *  +         !!          . 0 .   .          !
 2011.1!                           +    *     !!          .   .   0          !
 2011.2!                             *+       !!          .  0.   .          !
 2011.3!                            +*        !!          .   0   .          !
 2011.4!                          * +         !!          . 0 .   .          !
 2012.1!                           +   *      !!          .   .  0.          !
 2012.2!                            *+        !!          .  0.   .          !
 2012.3!                            +    *    !!          .   .   0          !
 2012.4!                           *  +       !!          .0  .   .          !


     24.47 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPBR=SPPX$Q/BRPMM;                                                     
 GENR LAASPBR=LOG(AASPBR+.00001);                                             
 GENR LASPBR=LOG(ASPBR+.00001);                                               
 LHS AASPBR=EXP(LAASPBR)-.00001;                                              
  EQ 2017 LAASPBR C LASPBR(-1) PSPBR;                                         
EQUATION 1259  LAASPBR  
   RHS     C  LASPBR(-1)  PSPBR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1259 PLOT=0;END;                                                     

Equation number = 1259
**********************

Dependent variable = LAASPBR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.646310233

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.687476993       0.161278285  -4.26268     1.000000
14186 LASPBR  ( -1)       0.772654133       0.048427643  15.95482    -4.655623
14184 PSPBR   (  0)      -0.249138465       0.083439859  -2.98584     1.451590

SE of equation            =     0.282997053
Sum of squared residuals  =  14.8161564       0.659472477E-12
Average absolute error    =     0.218370307
Sum of ABS residuals      =  41.0536177    
R squared                 =   0.79447
Durbin-Watson statistic   =   2.38965
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1! +    *                               !!         .    .    0         !
 1966.2!      +   *                           !!         .    .   0.         !
 1966.3! *      +                             !!       0 .    .    .         !
 1966.4!  +    *                              !!         .    .    0         !
 1967.1!       +          *                   !!         .    .    .     0   !
 1967.2!                +                     !!         .    0    .         !
 1967.3!              +  *                    !!         .    .  0 .         !
 1967.4!             * +                      !!         .  0 .    .         !
 1968.1!            +         *               !!         .    .    .     0   !
 1968.2!          *       +                   !!      0  .    .    .         !
 1968.3!         +*                           !!         .    .0   .         !
 1968.4!        *+                            !!         .   0.    .         !
 1969.1!      * +                             !!         . 0  .    .         !
 1969.2!       +     *                        !!         .    .    . 0       !
 1969.3!        *   +                         !!         .0   .    .         !
 1969.4!        +    *                        !!         .    .    0         !
 1970.1!            +                         !!         .    0    .         !
 1970.2!            +*                        !!         .    .0   .         !
 1970.3!             +*                       !!         .    .0   .         !
 1970.4!              +*                      !!         .    . 0  .         !
 1971.1!             * +                      !!         . 0  .    .         !
 1971.2!              +  *                    !!         .    .  0 .         !
 1971.3!                 +     *              !!         .    .    . 0       !
 1971.4!                     + *              !!         .    . 0  .         !
 1972.1!                    *+                !!         .  0 .    .         !
 1972.2!                   +       *          !!         .    .    .  0      !
 1972.3!                       *+             !!         .   0.    .         !
 1972.4!                *     +               !!        0.    .    .         !
 1973.1!                 +       *            !!         .    .    .   0     !
 1973.2!                    *  +              !!         . 0  .    .         !
 1973.3!                   +*                 !!         .    . 0  .         !
 1973.4!         *         +                  !!    0    .    .    .         !
 1974.1!         +        *                   !!         .    .    .    0    !
 1974.2!                  + *                 !!         .    . 0  .         !
 1974.3!              *    +                  !!         0    .    .         !
 1974.4!           *  +                       !!         . 0  .    .         !
 1975.1!             +   *                    !!         .    .   0.         !
 1975.2!               * +                    !!         .   0.    .         !
 1975.3!          *     +                     !!        0.    .    .         !
 1975.4!           + *                        !!         .    . 0  .         !
 1976.1!       *      +                       !!      0  .    .    .         !
 1976.2!          + *                         !!         .    . 0  .         !
 1976.3!             +     *                  !!         .    .    .0        !
 1976.4!                   +*                 !!         .    . 0  .         !
 1977.1!                   +*                 !!         .    .0   .         !
 1977.2!           *        +                 !!     0   .    .    .         !
 1977.3!              +     *                 !!         .    .    .0        !
 1977.4!                   +                  !!         .    0    .         !
 1978.1!                   +*                 !!         .    .0   .         !
 1978.2!              *     +                 !!        0.    .    .         !
 1978.3!            *   +                     !!         .0   .    .         !
 1978.4!             +     *                  !!         .    .    .0        !
 1979.1!                  +  *                !!         .    .  0 .         !
 1979.2!                     +   *            !!         .    .   0.         !
 1979.3!             *          +             !!   0     .    .    .         !
 1979.4!               +          *           !!         .    .    .      0  !
 1980.1!                      *   +           !!         . 0  .    .         !
 1980.2!                      +   *           !!         .    .   0.         !
 1980.3!                   *     +            !!        0.    .    .         !
 1980.4!            *       +                 !!      0  .    .    .         !
 1981.1!    *         +                       !!   0     .    .    .         !
 1981.2!       +     *                        !!         .    .    .0        !
 1981.3!            * +                       !!         .  0 .    .         !
 1981.4!    *        +                        !!    0    .    .    .         !
 1982.1!       +     *                        !!         .    .    .0        !
 1982.2!      *      +                        !!       0 .    .    .         !
 1982.3!         +     *                      !!         .    .    . 0       !
 1982.4!  *             +                     !0         .    .    .         !
 1983.1! *    +                               !!         0    .    .         !
 1983.2!     + *                              !!         .    . 0  .         !
 1983.3!      *   +                           !!         .0   .    .         !
 1983.4!   *     +                            !!        0.    .    .         !
 1984.1!       +    *                         !!         .    .    0         !
 1984.2!    *         +                       !!    0    .    .    .         !
 1984.3!     *  +                             !!         . 0  .    .         !
 1984.4!         + *                          !!         .    . 0  .         !
 1985.1!              +                       !!         .    0    .         !
 1985.2!      *         +                     !!    0    .    .    .         !
 1985.3!         +*                           !!         .    0    .         !
 1985.4!        *   +                         !!         .0   .    .         !
 1986.1!         * +                          !!         .  0 .    .         !
 1986.2!      *     +                         !!        0.    .    .         !
 1986.3!          +*                          !!         .    .0   .         !
 1986.4!          *  +                        !!         . 0  .    .         !
 1987.1!             + *                      !!         .    . 0  .         !
 1987.2!               *+                     !!         .   0.    .         !
 1987.3!     *         +                      !!   0     .    .    .         !
 1987.4*       +                              !!     0   .    .    .         !
 1988.1!   +*                                 !!         .    .0   .         !
 1988.2!      +  *                            !!         .    . 0  .         !
 1988.3!        * +                           !!         .  0 .    .         !
 1988.4!     *   +                            !!         .0   .    .         !
 1989.1!    *   +                             !!         .0   .    .         !
 1989.2!       +      *                       !!         .    .    .  0      !
 1989.3!        *      +                      !!      0  .    .    .         !
 1989.4!         +                            !!         .   0.    .         !
 1990.1!           + *                        !!         .    . 0  .         !
 1990.2!              + *                     !!         .    . 0  .         !
 1990.3!               +*                     !!         .    .0   .         !
 1990.4!              * +                     !!         .  0 .    .         !
 1991.1!           *  +                       !!         . 0  .    .         !
 1991.2!            *+                        !!         .   0.    .         !
 1991.3!              +*                      !!         .    .0   .         !
 1991.4!        *      +                      !!      0  .    .    .         !
 1992.1!  *       +                           !!     0   .    .    .         !
 1992.2!  +          *                        !!         .    .    .     0   !
 1992.3!             +*                       !!         .    .0   .         !
 1992.4!                 +     *              !!         .    .    .0        !
 1993.1!                  *     +             !!        0.    .    .         !
 1993.2!                   +*                 !!         .    .0   .         !
 1993.3!                *    +                !!         0    .    .         !
 1993.4!                  + *                 !!         .    .  0 .         !
 1994.1!                     +  *             !!         .    .  0 .         !
 1994.2!                   *    +             !!         0    .    .         !
 1994.3!                *   +                 !!         .0   .    .         !
 1994.4!                  +     *             !!         .    .    . 0       !
 1995.1!                         +        *   !!         .    .    .    0    !
 1995.2!                             *  +     !!         . 0  .    .         !
 1995.3!                         *  +         !!         . 0  .    .         !
 1995.4!                        +*            !!         .    0    .         !
 1996.1!                        +    *        !!         .    .    0         !
 1996.2!                             + *      !!         .    . 0  .         !
 1996.3!                              +*      !!         .    .0   .         !
 1996.4!                              +*      !!         .    . 0  .         !
 1997.1!                              +*      !!         .    .0   .         !
 1997.2!                              +  *    !!         .    . 0  .         !
 1997.3!                                + *   !!         .    . 0  .         !
 1997.4!                                +    *!!         .    .    0         !
 1998.1!                               *   +  !!         .0   .    .         !
 1998.2!                              +   *   !!         .    .    0         !
 1998.3!                                 +  * !!         .    .  0 .         !
 1998.4!                                 +    !!         .   0.    .         !
 1999.1!                               +    * !!         .    .   0.         !
 1999.2!                                  +*  !!         .    . 0  .         !
 1999.3!                                 +   *!!         .    .   0.         !
 1999.4!                                 * +  !!         .  0 .    .         !
 2000.1!                                +    *!!         .    .    0         !
 2000.2!                                  *+  !!         .   0.    .         !
 2000.3!                                 +    !!         .    0    .         !
 2000.4!                                +*    !!         .    .0   .         !
 2001.1!                                +     *!         .    .    .0        !
 2001.2!                                    + *!         .    . 0  .         !
 2001.3!                                   *+ !!         .   0.    .         !
 2001.4!                               * +    !!         . 0  .    .         !
 2002.1!                              +     * !!         .    .    .0        !
 2002.2!                                 *+   !!         .  0 .    .         !
 2002.3!                                +     !!         .    0    .         !
 2002.4!                               +*     !!         .    .0   .         !
 2003.1!                              +    *  !!         .    .    0         !
 2003.2!                                *+    !!         .   0.    .         !
 2003.3!                               +*     !!         .    .0   .         !
 2003.4!                              + *     !!         .    . 0  .         !
 2004.1!                               +*     !!         .    .0   .         !
 2004.2!                               +*     !!         .    .0   .         !
 2004.3!                              +    *  !!         .    .    0         !
 2004.4!                                 +*   !!         .    0    .         !
 2005.1!                              *+      !!         .   0.    .         !
 2005.2!                             +  *     !!         .    .  0 .         !
 2005.3!                              +*      !!         .    0    .         !
 2005.4!                           *  +       !!         . 0  .    .         !
 2006.1!                           +  *       !!         .    .  0 .         !
 2006.2!                            *+        !!         .   0.    .         !
 2006.3!                           *+         !!         .   0.    .         !
 2006.4!                           +*         !!         .    . 0  .         !
 2007.1!                            +         !!         .    .0   .         !
 2007.2!                            + *       !!         .    . 0  .         !
 2007.3!                          *  +        !!         . 0  .    .         !
 2007.4!                         *+           !!         .   0.    .         !
 2008.1!                         +  *         !!         .    .  0 .         !
 2008.2!                           +          !!         .    0    .         !
 2008.3!                          *+          !!         .   0.    .         !
 2008.4!                          *+          !!         .   0.    .         !
 2009.1!                          +  *        !!         .    .  0 .         !
 2009.2!                            +         !!         .   0.    .         !
 2009.3!                          * +         !!         .  0 .    .         !
 2009.4!                         + *          !!         .    .0   .         !
 2010.1!                           +  *       !!         .    .   0.         !
 2010.2!                           *  +       !!         . 0  .    .         !
 2010.3!                           +          !!         .    0    .         !
 2010.4!                           + *        !!         .    . 0  .         !
 2011.1!                            +     *   !!         .    .    .0        !
 2011.2!                           *    +     !!         0    .    .         !
 2011.3!                         * +          !!         .  0 .    .         !
 2011.4!                         *+           !!         .   0.    .         !
 2012.1!                         + *          !!         .    . 0  .         !
 2012.2!                           + *        !!         .    . 0  .         !
 2012.3!                             +        !!         .    0    .         !
 2012.4!                            *+        !!         .    0    .         !


     31.91 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNZBR=NZPX$Q/BRPMM;                                                     
 GENR LAANZBR=LOG(AANZBR+.00001);                                             
 GENR LANZBR=LOG(ANZBR+.00001);                                               
 LHS AANZBR=EXP(LAANZBR)-.00001;                                              
  EQ 2018 LAANZBR C LANZBR(-1) PNZBR;                                         
EQUATION 1260  LAANZBR  
   RHS     C  LANZBR(-1)  PNZBR  
 SMPL 1986.1 2012.4;                                                          
Sample period is now  1986.1 to  2012.4 Internally:   137 to   244
 OLS;EST 1260 PLOT=0;END;                                                     

Equation number = 1260
**********************

Dependent variable = LAANZBR 

 1986.1 -   2012.4,    0 missing obs.,  108 obs. used.

Mean of dependent variable       -7.830301339

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.339902867       0.733339657  -3.19075     1.000000
14189 LANZBR  ( -1)       0.336490846       0.088436683   3.80488    -7.824251
14187 PNZBR   (  0)      -2.467308970       0.610366243  -4.04234     1.158189

SE of equation            =     0.991039376
Sum of squared residuals  =  103.126700      -0.773248132E-11
Average absolute error    =     0.683257424
Sum of ABS residuals      =  73.7918018    
R squared                 =   0.35192
Durbin-Watson statistic   =   1.86252
SMPL and No. Obs.         = 1986.1   2012.4    108

Plot of actual(*) and fitted(+) values and residuals(0)


 1986.1! *                 +                  !!0        .    .    .         !
 1986.2!            +               *         !!         .    .    .      0  !
 1986.3!                       +     *        !!         .    .   0.         !
 1986.4!                       +      *       !!         .    .    .0        !
 1987.1!                       +    *         !!         .    .   0.         !
 1987.2!                   +       *          !!         .    .    .0        !
 1987.3!                  +    *              !!         .    .   0.         !
 1987.4*                +                     !! 0       .    .    .         !
 1988.1! *       +                            !!        0.    .    .         !
 1988.2!*    +                                !!         .0   .    .         !
 1988.3!      *+                              !!         .   0.    .         !
 1988.4! *     +                              !!         .0   .    .         !
 1989.1*      +                               !!        0.    .    .         !
 1989.2!       +  *                           !!         .    .  0 .         !
 1989.3!            +            *            !!         .    .    .    0    !
 1989.4!        *      +                      !!         0    .    .         !
 1990.1!   *        +                         !!       0 .    .    .         !
 1990.2!          +      *                    !!         .    .    0         !
 1990.3!               +           *          !!         .    .    .   0     !
 1990.4!                     +  *             !!         .    .  0 .         !
 1991.1!             *     +                  !!         0    .    .         !
 1991.2!                 +   *                !!         .    .  0 .         !
 1991.3!              *    +                  !!         .0   .    .         !
 1991.4!                  +   *               !!         .    .  0 .         !
 1992.1!                    +*                !!         .    .0   .         !
 1992.2!           +       *                  !!         .    .    . 0       !
 1992.3!               *+                     !!         .   0.    .         !
 1992.4!               *      +               !!        0.    .    .         !
 1993.1!                   *  +               !!         . 0  .    .         !
 1993.2!                   +                  *!         .    .    .         0
 1993.3!                    *     +           !!         .0   .    .         !
 1993.4!                   +                  !!         .    0    .         !
 1994.1!             *    +                   !!         .0   .    .         !
 1994.2!                +     *               !!         .    .    0         !
 1994.3!                   *+                 !!         .    0    .         !
 1994.4!                  +  *                !!         .    .  0 .         !
 1995.1!                   +       *          !!         .    .    .0        !
 1995.2!                       +*             !!         .    .0   .         !
 1995.3!                     *+               !!         .    0    .         !
 1995.4!                   *+                 !!         .   0.    .         !
 1996.1!                   +                  !!         .    0    .         !
 1996.2!                    +           *     !!         .    .    .   0     !
 1996.3!                         +*           !!         .    .0   .         !
 1996.4!                       +*             !!         .    .0   .         !
 1997.1!                      +    *          !!         .    .   0.         !
 1997.2!                       +    *         !!         .    .   0.         !
 1997.3!                       *+             !!         .   0.    .         !
 1997.4!                      +               !!         .    0    .         !
 1998.1!                      +*              !!         .    .0   .         !
 1998.2!                       +     *        !!         .    .    0         !
 1998.3!                          +  *        !!         .    . 0  .         !
 1998.4!                        * +           !!         .  0 .    .         !
 1999.1!                      * +             !!         .   0.    .         !
 1999.2!                      +               !!         .    0    .         !
 1999.3!                      +*              !!         .    .0   .         !
 1999.4!                       +  *           !!         .    . 0  .         !
 2000.1!                      * +             !!         .  0 .    .         !
 2000.2!                       +*             !!         .    .0   .         !
 2000.3!                       +              !!         .   0.    .         !
 2000.4!                      *+              !!         .   0.    .         !
 2001.1!                       +              !!         .    0    .         !
 2001.2!                      *+              !!         .   0.    .         !
 2001.3!                       +              !!         .    0    .         !
 2001.4!                    *  +              !!         .  0 .    .         !
 2002.1!                     +*               !!         .    0    .         !
 2002.2!                      +  *            !!         .    .  0 .         !
 2002.3!                        +             !!         .    0    .         !
 2002.4!                       +*             !!         .    .0   .         !
 2003.1!                      +               !!         .    0    .         !
 2003.2!                  *   +               !!         . 0  .    .         !
 2003.3!                    +*                !!         .    0    .         !
 2003.4!                 *   +                !!         .  0 .    .         !
 2004.1!                   +*                 !!         .    .0   .         !
 2004.2!                *    +                !!         . 0  .    .         !
 2004.3!                  +  *                !!         .    . 0  .         !
 2004.4!                  * +                 !!         .  0 .    .         !
 2005.1!                  +    *              !!         .    .   0.         !
 2005.2!                     +      *         !!         .    .    .0        !
 2005.3!                       +*             !!         .    .0   .         !
 2005.4!                *     +               !!         .0   .    .         !
 2006.1!*                  +                  !0         .    .    .         !
 2006.2!           *  +                       !!         .  0 .    .         !
 2006.3!                  +           *       !!         .    .    .   0     !
 2006.4!              *         +             !!       0 .    .    .         !
 2007.1!                  *+                  !!         .   0.    .         !
 2007.2!                  * +                 !!         .   0.    .         !
 2007.3!                *  +                  !!         .  0 .    .         !
 2007.4!                 *+                   !!         .   0.    .         !
 2008.1!                  +   *               !!         .    .  0 .         !
 2008.2!                    +*                !!         .    0    .         !
 2008.3!                 *  +                 !!         .  0 .    .         !
 2008.4!                 *  +                 !!         .  0 .    .         !
 2009.1!                 *   +                !!         . 0  .    .         !
 2009.2!                     *+               !!         .    0    .         !
 2009.3!                      *+              !!         .   0.    .         !
 2009.4!                *     +               !!         0    .    .         !
 2010.1!               *   +                  !!         . 0  .    .         !
 2010.2!                 *+                   !!         .   0.    .         !
 2010.3!              *    +                  !!         . 0  .    .         !
 2010.4!                 +                    !!         .    0    .         !
 2011.1!               *  +                   !!         .  0 .    .         !
 2011.2!                *+                    !!         .   0.    .         !
 2011.3!               * +                    !!         .   0.    .         !
 2011.4!               * +                    !!         .  0 .    .         !
 2012.1!                 +                    !!         .    0    .         !
 2012.2!                * +                   !!         .   0.    .         !
 2012.3!                  +*                  !!         .    .0   .         !
 2012.4!                  * +                 !!         .  0 .    .         !


     20.37 percent of the residuals exceed 1 SE
      7.41 percent of the residuals exceed 2 SE
@@EQ 2019 LAASABR C LASABR(-1) PSABR;SMPL 1993.3 2012.4;OLS;EST 2019 PLOT=0;EN
@@EQ 2020 LAAVEBR C LAVEBR(-1) PVEBR;SMPL 1993.3 2012.4;OLS;EST 2020 PLOT=0;EN
@@EQ 2021 LAACOBR C LACOBR(-1) PCOBR;SMPL 1993.3 2012.4;OLS;EST 2021 PLOT=0;EN
@@EQ 2022 LAAJOBR C LAJOBR(-1) PJOBR;SMPL 2004.3 2012.4;OLS;EST 2022 PLOT=0;EN
@@EQ 2023 LAASYBR C LASYBR(-1) PSYBR;SMPL 1998.3 2012.4;OLS;EST 2023 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDBR=IDPX$Q/BRPMM;                                                     
 GENR LAAIDBR=LOG(AAIDBR+.00001);                                             
 GENR LAIDBR=LOG(AIDBR+.00001);                                               
 LHS AAIDBR=EXP(LAAIDBR)-.00001;                                              
  EQ 2024 LAAIDBR C LAIDBR(-1) PIDBR;                                         
EQUATION 1261  LAAIDBR  
   RHS     C  LAIDBR(-1)  PIDBR  
 SMPL 1980.2 2012.4;                                                          
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
 OLS;EST 1261 PLOT=0;END;                                                     

Equation number = 1261
**********************

Dependent variable = LAAIDBR 

 1980.2 -   2012.4,    0 missing obs.,  131 obs. used.

Mean of dependent variable       -6.461529615

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.064945760       0.223025491   0.29120     1.000000
14192 LAIDBR  ( -1)       0.900237373       0.035909272  25.06978    -6.498653
14190 PIDBR   (  0)      -0.486936520       0.217164498  -2.24225     1.388569

SE of equation            =     0.596043316
Sum of squared residuals  =  45.4742572      -0.398481248E-11
Average absolute error    =     0.432251774
Sum of ABS residuals      =  56.6249824    
R squared                 =   0.91579
Durbin-Watson statistic   =   2.28534
SMPL and No. Obs.         = 1980.2   2012.4    131

Plot of actual(*) and fitted(+) values and residuals(0)


 1980.2!      *   +                           !!         0.   .   .          !
 1980.3!        +*                            !!          .   .0  .          !
 1980.4!    *     +                           !!       0  .   .   .          !
 1981.1!      +                               !!          .  0.   .          !
 1981.2!  *    +                              !!        0 .   .   .          !
 1981.3! *  +                                 !!          0   .   .          !
 1981.4!  +*                                  !!          .   .0  .          !
 1982.1!   *+                                 !!          .   0   .          !
 1982.2!  * +                                 !!          . 0 .   .          !
 1982.3!   +*                                 !!          .   . 0 .          !
 1982.4!     +  *                             !!          .   .   0          !
 1983.1!    *   +                             !!         0.   .   .          !
 1983.2*    +                                 !!       0  .   .   .          !
 1983.3!+                                     !!          .   .0  .          !
 1983.4! +                                    !!          .   0   .          !
 1984.1! +     *                              !!          .   .   .   0      !
 1984.2*       +                              !!    0     .   .   .          !
 1984.3! +   *                                !!          .   .   . 0        !
 1984.4!      +*                              !!          .   .0  .          !
 1985.1!        +                             !!          .   0   .          !
 1985.2!     *  +                             !!          .0  .   .          !
 1985.3!     +                                !!          .  0.   .          !
 1985.4!     +   *                            !!          .   .   0          !
 1986.1!         + *                          !!          .   . 0 .          !
 1986.2!           + *                        !!          .   . 0 .          !
 1986.3!      *      +                        !!    0     .   .   .          !
 1986.4!     * +                              !!          .0  .   .          !
 1987.1!       +      *                       !!          .   .   .    0     !
 1987.2!          *   +                       !!         0.   .   .          !
 1987.3!     *     +                          !!     0    .   .   .          !
 1987.4!      +                               !!          .   0   .          !
 1988.1!       + *                            !!          .   .   0          !
 1988.2!         +                            !!          .   0   .          !
 1988.3!         +          *                 !!          .   .   .          0
 1988.4!                   +  *               !!          .   .   0          !
 1989.1!                    +     *           !!          .   .   .  0       !
 1989.2!                   *    +             !!       0  .   .   .          !
 1989.3!         *         +                  !! 0        .   .   .          !
 1989.4!         +                            !!          .   0   .          !
 1990.1!       *  +                           !!          0   .   .          !
 1990.2!      * +                             !!          . 0 .   .          !
 1990.3!       +    *                         !!          .   .   .  0       !
 1990.4!             +    *                   !!          .   .   . 0        !
 1991.1!                 +  *                 !!          .   .  0.          !
 1991.2!               *   +                  !!        0 .   .   .          !
 1991.3!          *     +                     !!       0  .   .   .          !
 1991.4!            +      *                  !!          .   .   .     0    !
 1992.1!                   *+                 !!          .  0.   .          !
 1992.2!           *     +                    !!      0   .   .   .          !
 1992.3!           +      *                   !!          .   .   .    0     !
 1992.4!                   *+                 !!          .  0.   .          !
 1993.1!                    +                 !!          .   .0  .          !
 1993.2!                     +*               !!          .   . 0 .          !
 1993.3!                       +   *          !!          .   .   .0         !
 1993.4!                    *      +          !!     0    .   .   .          !
 1994.1!                    +                 !!          .   .0  .          !
 1994.2!                    *+                !!          .  0.   .          !
 1994.3!                     + *              !!          .   .   0          !
 1994.4!                      * +             !!          . 0 .   .          !
 1995.1!                       + *            !!          .   . 0 .          !
 1995.2!                     *   +            !!         0.   .   .          !
 1995.3!                       +              !!          .   0   .          !
 1995.4!                        +             !!          .   0   .          !
 1996.1!                         +            !!          .   0   .          !
 1996.2!                       *  +           !!          0   .   .          !
 1996.3!                       *+             !!          . 0 .   .          !
 1996.4!                        +  *          !!          .   .   0          !
 1997.1!                         * +          !!          .0  .   .          !
 1997.2!                       *  +           !!          .0  .   .          !
 1997.3!                        +*            !!          .   .0  .          !
 1997.4!                       * +            !!          .0  .   .          !
 1998.1!                       *+             !!          .  0.   .          !
 1998.2!                        +             !!          .   0   .          !
 1998.3!                         +            !!          .   0   .          !
 1998.4!                        *+            !!          . 0 .   .          !
 1999.1!                     *   +            !!         0.   .   .          !
 1999.2!                    * +               !!          . 0 .   .          !
 1999.3!                     +                !!          .  0.   .          !
 1999.4!                      +       *       !!          .   .   .      0   !
 2000.1!                        *      +      !!      0   .   .   .          !
 2000.2!                         +   *        !!          .   .   .0         !
 2000.3!                         *   +        !!        0 .   .   .          !
 2000.4!                         +   *        !!          .   .   0          !
 2001.1!                           * +        !!          .0  .   .          !
 2001.2!                          * +         !!          . 0 .   .          !
 2001.3!                           +*         !!          .   .0  .          !
 2001.4!                             +*       !!          .   . 0 .          !
 2002.1!                              +*      !!          .   .0  .          !
 2002.2!                               +*     !!          .   .0  .          !
 2002.3!                                 +*   !!          .   . 0 .          !
 2002.4!                              *   +   !!        0 .   .   .          !
 2003.1!                              +*      !!          .   . 0 .          !
 2003.2!                                +     !!          .   0   .          !
 2003.3!                              * +     !!          .0  .   .          !
 2003.4!                             *+       !!          .  0.   .          !
 2004.1!                              +*      !!          .   .0  .          !
 2004.2!                               +      !!          .   0   .          !
 2004.3!                               + *    !!          .   .  0.          !
 2004.4!                                 +    !!          .   0   .          !
 2005.1!                                 +*   !!          .   . 0 .          !
 2005.2!                                  +   !!          .   0   .          !
 2005.3!                                  + * !!          .   .  0.          !
 2005.4!                                *  +  !!         0.   .   .          !
 2006.1!                               +  *   !!          .   .   0          !
 2006.2!                                 *+   !!          .  0.   .          !
 2006.3!                                 +    !!          .   .0  .          !
 2006.4!                                 +  * !!          .   .   0          !
 2007.1!                                    + !!          .   .0  .          !
 2007.2!                                    + !!          .   0   .          !
 2007.3!                                   +* !!          .   .0  .          !
 2007.4!                                   +  !!          .   .0  .          !
 2008.1!                                  + * !!          .   . 0 .          !
 2008.2!                                   +  !!          .   0   .          !
 2008.3!                                   + *!!          .   .  0.          !
 2008.4!                                   * +!!          . 0 .   .          !
 2009.1!                               *   +  !!         0.   .   .          !
 2009.2!                               +  *   !!          .   .   0          !
 2009.3!                                  +*  !!          .   . 0 .          !
 2009.4!                                  +   !!          .   .0  .          !
 2010.1!                                  + * !!          .   .  0.          !
 2010.2!                                   +  !!          .   0   .          !
 2010.3!                                  +  *!!          .   .  0.          !
 2010.4!                                  *+  !!          . 0 .   .          !
 2011.1!                                 +  * !!          .   .   0          !
 2011.2!                                  + * !!          .   .  0.          !
 2011.3!                                   +  !!          .   .0  .          !
 2011.4!                                  + * !!          .   . 0 .          !
 2012.1!                                  +  *!!          .   .  0.          !
 2012.2!                                   + *!!          .   . 0 .          !
 2012.3!                                    + *!          .   .  0.          !
 2012.4!                                    + !!          .   0   .          !


     25.95 percent of the residuals exceed 1 SE
      6.11 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMABR=MAPX$Q/BRPMM;                                                     
 GENR LAAMABR=LOG(AAMABR+.00001);                                             
 GENR LAMABR=LOG(AMABR+.00001);                                               
 LHS AAMABR=EXP(LAAMABR)-.00001;                                              
  EQ 2025 LAAMABR C LAMABR(-1) PMABR;                                         
EQUATION 1262  LAAMABR  
   RHS     C  LAMABR(-1)  PMABR  
 SMPL 1976.1 2012.4;                                                          
Sample period is now  1976.1 to  2012.4 Internally:    97 to   244
 OLS;EST 1262 PLOT=0;END;                                                     

Equation number = 1262
**********************

Dependent variable = LAAMABR 

 1976.1 -   2012.4,    0 missing obs.,  148 obs. used.

Mean of dependent variable       -5.845313196

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.988787659       0.231822206  -4.26528     1.000000
14195 LAMABR  ( -1)       0.760584128       0.051080976  14.88977    -5.864756
14193 PMABR   (  0)      -0.267839728       0.088356325  -3.03136     1.478066

SE of equation            =     0.431968506
Sum of squared residuals  =  27.0565345      -0.405719902E-11
Average absolute error    =     0.295683489
Sum of ABS residuals      =  43.7611564    
R squared                 =   0.79625
Durbin-Watson statistic   =   2.39189
SMPL and No. Obs.         = 1976.1   2012.4    148

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.1!       + *                            !!           .  .0 .           !
 1976.2!  *         +                         !!      0    .  .  .           !
 1976.3! *     +                              !!          0.  .  .           !
 1976.4!     +        *                       !!           .  .  .  0        !
 1977.1!             * +                      !!           . 0.  .           !
 1977.2!        *     +                       !!         0 .  .  .           !
 1977.3!     *    +                           !!          0.  .  .           !
 1977.4!        +  *                          !!           .  . 0.           !
 1978.1!       *     +                        !!          0.  .  .           !
 1978.2!          +*                          !!           .  .0 .           !
 1978.3*             +                        !!    0      .  .  .           !
 1978.4!    +       *                         !!           .  .  .   0       !
 1979.1!          *   +                       !!           0  .  .           !
 1979.2!       *    +                         !!          0.  .  .           !
 1979.3!         *+                           !!           . 0.  .           !
 1979.4!            + *                       !!           .  .0 .           !
 1980.1!          *    +                      !!          0.  .  .           !
 1980.2!          *  +                        !!           .0 .  .           !
 1980.3!          *  +                        !!           .0 .  .           !
 1980.4!            *+                        !!           .  0  .           !
 1981.1!              +    *                  !!           .  .  .0          !
 1981.2!         *        +                   !!       0   .  .  .           !
 1981.3!           +                          !!           .  0  .           !
 1981.4!       *    +                         !!          0.  .  .           !
 1982.1!        + *                           !!           .  .0 .           !
 1982.2!       *  +                           !!           .0 .  .           !
 1982.3!         +*                           !!           .  .0 .           !
 1982.4!       *   +                          !!           0  .  .           !
 1983.1!         +  *                         !!           .  . 0.           !
 1983.2!             + *                      !!           .  .0 .           !
 1983.3!               +                   *  !!           .  .  .           0
 1983.4!                  *          +        !!      0    .  .  .           !
 1984.1!                +              *      !!           .  .  .        0  !
 1984.2!                          +      *    !!           .  .  .  0        !
 1984.3!                            +     *   !!           .  .  . 0         !
 1984.4!                              +  *    !!           .  . 0.           !
 1985.1!                       *     +        !!         0 .  .  .           !
 1985.2!                     +*               !!           .  .0 .           !
 1985.3!                  * +                 !!           .0 .  .           !
 1985.4!                * +                   !!           .0 .  .           !
 1986.1!                  + *                 !!           .  . 0.           !
 1986.2!                      +   *           !!           .  .  0           !
 1986.3!                          *+          !!           . 0.  .           !
 1986.4!                           +          !!           .  0  .           !
 1987.1!                        *  +          !!           .0 .  .           !
 1987.2!                         + *          !!           .  . 0.           !
 1987.3!                         * +          !!           . 0.  .           !
 1987.4!                         +   *        !!           .  .  0           !
 1988.1!                             +  *     !!           .  . 0.           !
 1988.2!                            * +       !!           . 0.  .           !
 1988.3!                           +          !!           .  0  .           !
 1988.4!                           +          !!           .  0  .           !
 1989.1!                          *+          !!           . 0.  .           !
 1989.2!                        * +           !!           . 0.  .           !
 1989.3!                        *+            !!           .  0  .           !
 1989.4!                         +  *         !!           .  . 0.           !
 1990.1!                   *         +        !!       0   .  .  .           !
 1990.2!                  *   +               !!           0  .  .           !
 1990.3!                     +        *       !!           .  .  .   0       !
 1990.4!                        *     +       !!          0.  .  .           !
 1991.1!                      *  +            !!           .0 .  .           !
 1991.2!                        +     *       !!           .  .  . 0         !
 1991.3!                            * +       !!           . 0.  .           !
 1991.4!                             + *      !!           .  .0 .           !
 1992.1!                     *        +       !!       0   .  .  .           !
 1992.2!                   * +                !!           .0 .  .           !
 1992.3!                     +           *    !!           .  .  .      0    !
 1992.4!                               * +    !!           .0 .  .           !
 1993.1!                            *   +     !!           0  .  .           !
 1993.2!                            +  *      !!           .  . 0.           !
 1993.3!                               +  *   !!           .  .  0           !
 1993.4!                                *+    !!           . 0.  .           !
 1994.1!                               +  *   !!           .  . 0.           !
 1994.2!                                *+    !!           . 0.  .           !
 1994.3!                               +  *   !!           .  . 0.           !
 1994.4!                                 +    !!           .  0  .           !
 1995.1!                               +  *   !!           .  . 0.           !
 1995.2!                                 +*   !!           .  .0 .           !
 1995.3!                                 +  * !!           .  . 0.           !
 1995.4!                                 *+   !!           . 0.  .           !
 1996.1!                                +  *  !!           .  . 0.           !
 1996.2!                                  +   !!           .  0  .           !
 1996.3!                                 +  * !!           .  . 0.           !
 1996.4!                                   +* !!           .  .0 .           !
 1997.1!                                   +  *!           .  . 0.           !
 1997.2!                                  * + !!           . 0.  .           !
 1997.3!                                 +*   !!           .  .0 .           !
 1997.4!                                 +    !!           .  0  .           !
 1998.1!                                *+    !!           .  0  .           !
 1998.2!                                +     !!           .  0  .           !
 1998.3!                               +      !!           .  0  .           !
 1998.4!                          *    +      !!          0.  .  .           !
 1999.1!                        *  +          !!           .0 .  .           !
 1999.2!                         + *          !!           .  .0 .           !
 1999.3!                           +    *     !!           .  .  .0          !
 1999.4!                             *  +     !!           .0 .  .           !
 2000.1!                             + *      !!           .  .0 .           !
 2000.2!                              +   *   !!           .  .  0           !
 2000.3!                                 +*   !!           .  0  .           !
 2000.4!                             *   +    !!           0  .  .           !
 2001.1!                           * +        !!           .0 .  .           !
 2001.2!                         *  +         !!           .0 .  .           !
 2001.3!                      *   +           !!           0  .  .           !
 2001.4!                        +             !!           .  .0 .           !
 2002.1!                         +  *         !!           .  . 0.           !
 2002.2!                            + *       !!           .  .0 .           !
 2002.3!                              +       !!           .  0  .           !
 2002.4!                           *  +       !!           .0 .  .           !
 2003.1!                           + *        !!           .  .0 .           !
 2003.2!                             +        !!           .  0  .           !
 2003.3!                            *+        !!           . 0.  .           !
 2003.4!                            +*        !!           .  .0 .           !
 2004.1!                             + *      !!           .  . 0.           !
 2004.2!                               +      !!           .  0  .           !
 2004.3!                               + *    !!           .  . 0.           !
 2004.4!                               * +    !!           . 0.  .           !
 2005.1!                               +      !!           .  0  .           !
 2005.2!                               +*     !!           .  .0 .           !
 2005.3!                                +*    !!           .  .0 .           !
 2005.4!                                +*    !!           .  .0 .           !
 2006.1!                                +*    !!           .  0  .           !
 2006.2!                                + *   !!           .  .0 .           !
 2006.3!                                 + *  !!           .  .0 .           !
 2006.4!                                * +   !!           . 0.  .           !
 2007.1!                                +     !!           .  0  .           !
 2007.2!                                + *   !!           .  . 0.           !
 2007.3!                                  +*  !!           .  .0 .           !
 2007.4!                                  +   !!           .  0  .           !
 2008.1!                                 *+   !!           . 0.  .           !
 2008.2!                                 + *  !!           .  . 0.           !
 2008.3!                                   +* !!           .  .0 .           !
 2008.4!                              *    +  !!          0.  .  .           !
 2009.1!                            * +       !!           .0 .  .           !
 2009.2!                             +   *    !!           .  .  0           !
 2009.3!                                 +*   !!           .  .0 .           !
 2009.4!                                  +   !!           .  0  .           !
 2010.1!                                  +   !!           .  .0 .           !
 2010.2!                                * +   !!           .0 .  .           !
 2010.3!                               *+     !!           . 0.  .           !
 2010.4!                               + *    !!           .  .0 .           !
 2011.1!                                 +*   !!           .  .0 .           !
 2011.2!                                 *+   !!           .  0  .           !
 2011.3!                                 + *  !!           .  . 0.           !
 2011.4!                                 * +  !!           .0 .  .           !
 2012.1!                                 +*   !!           .  .0 .           !
 2012.2!                                 +    !!           .  0  .           !
 2012.3!                                 +*   !!           .  .0 .           !
 2012.4!                               *  +   !!           .0 .  .           !


     18.92 percent of the residuals exceed 1 SE
      7.43 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPABR=PAPX$Q/BRPMM;                                                     
 GENR LAAPABR=LOG(AAPABR+.00001);                                             
 GENR LAPABR=LOG(APABR+.00001);                                               
 LHS AAPABR=EXP(LAAPABR)-.00001;                                              
  EQ 2026 LAAPABR C LAPABR(-1) PPABR;                                         
EQUATION 1263  LAAPABR  
   RHS     C  LAPABR(-1)  PPABR  
 SMPL 1984.1 2012.4;                                                          
Sample period is now  1984.1 to  2012.4 Internally:   129 to   244
 OLS;EST 1263 PLOT=0;END;                                                     

Equation number = 1263
**********************

Dependent variable = LAAPABR 

 1984.1 -   2012.4,    0 missing obs.,  116 obs. used.

Mean of dependent variable       -8.487935966

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.045460983       0.620843658  -4.90536     1.000000
14198 LAPABR  ( -1)       0.524231960       0.076981044   6.80988    -8.481035
14196 PPABR   (  0)      -0.678712350       0.232923964  -2.91388     1.468141

SE of equation            =     0.871807814
Sum of squared residuals  =  85.8855217      -0.120454757E-10
Average absolute error    =     0.555197232
Sum of ABS residuals      =  64.4028790    
R squared                 =   0.41555
Durbin-Watson statistic   =   1.92042
SMPL and No. Obs.         = 1984.1   2012.4    116

Plot of actual(*) and fitted(+) values and residuals(0)


 1984.1!*                +                    !!      0    .  .  .           !
 1984.2! * +                                  !!           . 0.  .           !
 1984.3!     +   *                            !!           .  . 0.           !
 1984.4!   *      +                           !!           0  .  .           !
 1985.1!*       +                             !!          0.  .  .           !
 1985.2*      +                               !!           0  .  .           !
 1985.3! *   +                                !!           .0 .  .           !
 1985.4!      +                               *!           .  .  .           0
 1986.1!                          +   *       !!           .  . 0.           !
 1986.2!              *       +               !!           0  .  .           !
 1986.3!             +                    *   !!           .  .  .      0    !
 1986.4!                     * +              !!           . 0.  .           !
 1987.1!                 + *                  !!           .  .0 .           !
 1987.2!       *       +                      !!          0.  .  .           !
 1987.3!     *    +                           !!           .0 .  .           !
 1987.4!        +         *                   !!           .  .  . 0         !
 1988.1!         *     +                      !!           0  .  .           !
 1988.2!     *    +                           !!           .0 .  .           !
 1988.3!   *    +                             !!           0  .  .           !
 1988.4!        +          *                  !!           .  .  . 0         !
 1989.1!                +    *                !!           .  . 0.           !
 1989.2!     *            +                   !!        0  .  .  .           !
 1989.3!          +  *                        !!           .  .0 .           !
 1989.4!        *    +                        !!           .0 .  .           !
 1990.1!            +    *                    !!           .  .  0           !
 1990.2!         *      +                     !!           0  .  .           !
 1990.3!            +     *                   !!           .  .  0           !
 1990.4!                 +                    !!           .  0  .           !
 1991.1!             *   +                    !!           . 0.  .           !
 1991.2!              *+                      !!           . 0.  .           !
 1991.3!              *+                      !!           . 0.  .           !
 1991.4!               *+                     !!           .  0  .           !
 1992.1!      *         +                     !!         0 .  .  .           !
 1992.2!         +   *                        !!           .  . 0.           !
 1992.3!              +*                      !!           .  0  .           !
 1992.4!                  +        *          !!           .  .  .0          !
 1993.1!                       *+             !!           .  0  .           !
 1993.2!                     + *              !!           .  .0 .           !
 1993.3!                     +       *        !!           .  .  .0          !
 1993.4!                        +*            !!           .  0  .           !
 1994.1!                    * +               !!           . 0.  .           !
 1994.2!                   + *                !!           .  .0 .           !
 1994.3!                    +                 !!           .  0  .           !
 1994.4!                   +     *            !!           .  .  0           !
 1995.1!                     +   *            !!           .  . 0.           !
 1995.2!                      +     *         !!           .  .  0           !
 1995.3!                       +  *           !!           .  .0 .           !
 1995.4!                      +      *        !!           .  .  0           !
 1996.1!                       +         *    !!           .  .  .0          !
 1996.2!                          +*          !!           .  .0 .           !
 1996.3!                       +*             !!           .  0  .           !
 1996.4!                      +   *           !!           .  . 0.           !
 1997.1!                       +*             !!           .  .0 .           !
 1997.2!                      + *             !!           .  .0 .           !
 1997.3!                     +     *          !!           .  .  0           !
 1997.4!                   *  +               !!           .0 .  .           !
 1998.1!                  +   *               !!           .  . 0.           !
 1998.2!                   + *                !!           .  .0 .           !
 1998.3!                   +*                 !!           .  0  .           !
 1998.4!                  +*                  !!           .  0  .           !
 1999.1!                  +*                  !!           .  0  .           !
 1999.2!              *   +                   !!           .0 .  .           !
 1999.3!               +                      !!           .  0  .           !
 1999.4!           *     +                    !!           .0 .  .           !
 2000.1!             * +                      !!           . 0.  .           !
 2000.2!             *  +                     !!           . 0.  .           !
 2000.3!               *+                     !!           .  0  .           !
 2000.4!             *   +                    !!           .0 .  .           !
 2001.1!             *  +                     !!           . 0.  .           !
 2001.2!               *+                     !!           .  0  .           !
 2001.3!           *     +                    !!           0  .  .           !
 2001.4!           *   +                      !!           .0 .  .           !
 2002.1!             * +                      !!           . 0.  .           !
 2002.2!            *   +                     !!           .0 .  .           !
 2002.3!                +                     !!           .  0  .           !
 2002.4!             *    +                   !!           .0 .  .           !
 2003.1!          *     +                     !!           0  .  .           !
 2003.2!            * +                       !!           . 0.  .           !
 2003.3!             *  +                     !!           . 0.  .           !
 2003.4!              * +                     !!           . 0.  .           !
 2004.1!            *    +                    !!           .0 .  .           !
 2004.2!           *   +                      !!           .0 .  .           !
 2004.3!              *+                      !!           .  0  .           !
 2004.4!               * +                    !!           . 0.  .           !
 2005.1!               *  +                   !!           . 0.  .           !
 2005.2!                * +                   !!           . 0.  .           !
 2005.3!               *  +                   !!           . 0.  .           !
 2005.4!                  +                   !!           .  0  .           !
 2006.1!                   +                  !!           .  0  .           !
 2006.2!                    +                 !!           .  0  .           !
 2006.3!                     +*               !!           .  .0 .           !
 2006.4!                     +*               !!           .  .0 .           !
 2007.1!                      +*              !!           .  0  .           !
 2007.2!                      +*              !!           .  0  .           !
 2007.3!                      + *             !!           .  .0 .           !
 2007.4!                       +              !!           .  0  .           !
 2008.1!                      + *             !!           .  .0 .           !
 2008.2!                       +*             !!           .  0  .           !
 2008.3!                       +              !!           .  0  .           !
 2008.4!                      +               !!           .  0  .           !
 2009.1!                    *+                !!           . 0.  .           !
 2009.2!                     +                !!           .  0  .           !
 2009.3!                     *+               !!           .  0  .           !
 2009.4!                   * +                !!           . 0.  .           !
 2010.1!                   *+                 !!           .  0  .           !
 2010.2!                    +                 !!           .  0  .           !
 2010.3!                    +*                !!           .  .0 .           !
 2010.4!                     +*               !!           .  .0 .           !
 2011.1!                    *+                !!           .  0  .           !
 2011.2!                    +*                !!           .  .0 .           !
 2011.3!                    +*                !!           .  0  .           !
 2011.4!                    +                 !!           .  0  .           !
 2012.1!                    + *               !!           .  .0 .           !
 2012.2!                    +*                !!           .  0  .           !
 2012.3!                    + *               !!           .  .0 .           !
 2012.4!                     +                !!           .  0  .           !


     20.69 percent of the residuals exceed 1 SE
      3.45 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPHBR=PHPX$Q/BRPMM;                                                     
 GENR LAAPHBR=LOG(AAPHBR+.00001);                                             
 GENR LAPHBR=LOG(APHBR+.00001);                                               
 LHS AAPHBR=EXP(LAAPHBR)-.00001;                                              
  EQ 2027 LAAPHBR C LAPHBR(-1) PPHBR;                                         
EQUATION 1264  LAAPHBR  
   RHS     C  LAPHBR(-1)  PPHBR  
 SMPL 1988.3 2012.4;                                                          
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
 OLS;EST 1264 PLOT=0;END;                                                     

Equation number = 1264
**********************

Dependent variable = LAAPHBR 

 1988.3 -   2012.4,    0 missing obs.,   98 obs. used.

Mean of dependent variable       -7.945962797

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.138445623       0.633662454  -3.37474     1.000000
14201 LAPHBR  ( -1)       0.719332554       0.062732449  11.46667    -7.977580
14199 PPHBR   (  0)      -0.052116169       0.377571601  -0.13803     1.323668

SE of equation            =     0.507964915
Sum of squared residuals  =  24.5126938      -0.886757334E-11
Average absolute error    =     0.353466763
Sum of ABS residuals      =  34.6397427    
R squared                 =   0.59192
Durbin-Watson statistic   =   2.07603
SMPL and No. Obs.         = 1988.3   2012.4     98

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.3*         +                            !!      0    .  .  .           !
 1988.4!       +           *                  !!           .  .  .     0     !
 1989.1!                     +                !!           .  0  .           !
 1989.2!                      +*              !!           .  .0 .           !
 1989.3!                    *   +             !!           0  .  .           !
 1989.4!                   * +                !!           .0 .  .           !
 1990.1!  *                  +                !0           .  .  .           !
 1990.2!    *    +                            !!          0.  .  .           !
 1990.3!          +        *                  !!           .  .  .   0       !
 1990.4!                    *+                !!           . 0.  .           !
 1991.1!                      +   *           !!           .  .  0           !
 1991.2!                   *      +           !!         0 .  .  .           !
 1991.3!                     +   *            !!           .  . 0.           !
 1991.4!                      *  +            !!           .0 .  .           !
 1992.1!                      *+              !!           . 0.  .           !
 1992.2!                 *     +              !!          0.  .  .           !
 1992.3!                    +   *             !!           .  .  0           !
 1992.4!                    *   +             !!           0  .  .           !
 1993.1!                  *   +               !!           0  .  .           !
 1993.2!                    + *               !!           .  .0 .           !
 1993.3!                       +              !!           .  0  .           !
 1993.4!                   *    +             !!          0.  .  .           !
 1994.1!               *     +                !!          0.  .  .           !
 1994.2!                  +   *               !!           .  .  0           !
 1994.3!                       +*             !!           .  .0 .           !
 1994.4!                        *+            !!           . 0.  .           !
 1995.1!                        +*            !!           .  .0 .           !
 1995.2!                          +           !!           .  0  .           !
 1995.3!                          +           !!           .  0  .           !
 1995.4!                         *+           !!           . 0.  .           !
 1996.1!                         +            !!           .  0  .           !
 1996.2!                      *  +            !!           0  .  .           !
 1996.3!                    *  +              !!           .0 .  .           !
 1996.4!                  *   +               !!           0  .  .           !
 1997.1!                     +      *         !!           .  .  .  0        !
 1997.2!                          *+          !!           . 0.  .           !
 1997.3!                        * +           !!           .0 .  .           !
 1997.4!                     *   +            !!           0  .  .           !
 1998.1!                    * +               !!           .0 .  .           !
 1998.2!                      + *             !!           .  .0 .           !
 1998.3!                        +    *        !!           .  .  .0          !
 1998.4!                           *+         !!           . 0.  .           !
 1999.1!                       *   +          !!           0  .  .           !
 1999.2!                      * +             !!           . 0.  .           !
 1999.3!                       +  *           !!           .  . 0.           !
 1999.4!                          +  *        !!           .  . 0.           !
 2000.1!                            + *       !!           .  . 0.           !
 2000.2!                             +        !!           .  0  .           !
 2000.3!                             + *      !!           .  . 0.           !
 2000.4!                             +   *    !!           .  .  0           !
 2001.1!                             * +      !!           .0 .  .           !
 2001.2!                            +  *      !!           .  . 0.           !
 2001.3!                              +       !!           .  0  .           !
 2001.4!                             +*       !!           .  .0 .           !
 2002.1!                             +*       !!           .  .0 .           !
 2002.2!                             +        !!           .  0  .           !
 2002.3!                            +  *      !!           .  .  0           !
 2002.4!                              +       !!           .  0  .           !
 2003.1!                            *+        !!           . 0.  .           !
 2003.2!                           +*         !!           .  0  .           !
 2003.3!                           +  *       !!           .  . 0.           !
 2003.4!                          *  +        !!           .0 .  .           !
 2004.1!                         *+           !!           . 0.  .           !
 2004.2!                         + *          !!           .  .0 .           !
 2004.3!                         * +          !!           . 0.  .           !
 2004.4!                         +  *         !!           .  . 0.           !
 2005.1!                           +          !!           .  0  .           !
 2005.2!                           +       *  !!           .  .  .  0        !
 2005.3!                                +*    !!           .  .0 .           !
 2005.4!                               +      *!           .  .  . 0         !
 2006.1!                                   +  *!           .  .  0           !
 2006.2!                               *   +  !!           0  .  .           !
 2006.3!                              +       !!           .  0  .           !
 2006.4!                          *  +        !!           .0 .  .           !
 2007.1!                          +      *    !!           .  .  .  0        !
 2007.2!                             * +      !!           .0 .  .           !
 2007.3!                            + *       !!           .  . 0.           !
 2007.4!                         *   +        !!           0  .  .           !
 2008.1!                         +            !!           . 0.  .           !
 2008.2!                         +*           !!           .  0  .           !
 2008.3!                          + *         !!           .  . 0.           !
 2008.4!                          * +         !!           .0 .  .           !
 2009.1!                          +  *        !!           .  . 0.           !
 2009.2!                            +   *     !!           .  .  0           !
 2009.3!                             *+       !!           . 0.  .           !
 2009.4!                            +*        !!           .  .0 .           !
 2010.1!                             +        !!           .  .0 .           !
 2010.2!                             +*       !!           .  .0 .           !
 2010.3!                             +*       !!           .  .0 .           !
 2010.4!                             +*       !!           .  .0 .           !
 2011.1!                            *+        !!           . 0.  .           !
 2011.2!                           + *        !!           .  .0 .           !
 2011.3!                            +  *      !!           .  . 0.           !
 2011.4!                            * +       !!           . 0.  .           !
 2012.1!                           +*         !!           .  .0 .           !
 2012.2!                            + *       !!           .  . 0.           !
 2012.3!                             +        !!           .  0  .           !
 2012.4!                           *+         !!           . 0.  .           !


     18.37 percent of the residuals exceed 1 SE
      4.08 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHBR=THPX$Q/BRPMM;                                                     
 GENR LAATHBR=LOG(AATHBR+.00001);                                             
 GENR LATHBR=LOG(ATHBR+.00001);                                               
 LHS AATHBR=EXP(LAATHBR)-.00001;                                              
  EQ 2028 LAATHBR C LATHBR(-1) PTHBR;                                         
EQUATION 1265  LAATHBR  
   RHS     C  LATHBR(-1)  PTHBR  
 SMPL 1979.4 2012.4;                                                          
Sample period is now  1979.4 to  2012.4 Internally:   112 to   244
 OLS;EST 1265 PLOT=0;END;                                                     

Equation number = 1265
**********************

Dependent variable = LAATHBR 

 1979.4 -   2012.4,    0 missing obs.,  133 obs. used.

Mean of dependent variable       -6.625627478

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.025725611       0.564682905  -0.04556     1.000000
14204 LATHBR  ( -1)       0.479014519       0.082099053   5.83459    -6.620352
14202 PTHBR   (  0)      -2.491626140       0.592396659  -4.20601     1.376072

SE of equation            =     1.225448362
Sum of squared residuals  =  195.224079      -0.377298193E-11
Average absolute error    =     0.805172693
Sum of ABS residuals      =  107.087968    
R squared                 =   0.59606
Durbin-Watson statistic   =   2.05905
SMPL and No. Obs.         = 1979.4   2012.4    133

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.4!                            *    +    !!         . 0  .    .         !
 1980.1!    *                     +           !0         .    .    .         !
 1980.2!     *       +                        !!        0.    .    .         !
 1980.3! *            +                       !!     0   .    .    .         !
 1980.4!           +                    *     !!         .    .    .         0
 1981.1!                        +     *       !!         .    .   0.         !
 1981.2!  *                  +                !! 0       .    .    .         !
 1981.3!  *     +                             !!         .0   .    .         !
 1981.4!    * +                               !!         .  0 .    .         !
 1982.1*         +                            !!       0 .    .    .         !
 1982.2!    *+                                !!         .   0.    .         !
 1982.3!      *    +                          !!         . 0  .    .         !
 1982.4!    *      +                          !!         0    .    .         !
 1983.1!       +*                             !!         .    0    .         !
 1983.2!     *  +                             !!         .  0 .    .         !
 1983.3!       +                 *            !!         .    .    .      0  !
 1983.4!               +                  *   !!         .    .    .      0  !
 1984.1!*                    +                !0         .    .    .         !
 1984.2!      +                     *         !!         .    .    .         0
 1984.3!                     +    *           !!         .    .  0 .         !
 1984.4!      *                +              !!   0     .    .    .         !
 1985.1!     *        +                       !!       0 .    .    .         !
 1985.2!        *    +                        !!         . 0  .    .         !
 1985.3!              +               *       !!         .    .    .     0   !
 1985.4!                          +        *  !!         .    .    .0        !
 1986.1!                             +        *!         .    .    .0        !
 1986.2!            *                  +      !! 0       .    .    .         !
 1986.3!                  +            *      !!         .    .    .   0     !
 1986.4!        *                   +         !!0        .    .    .         !
 1987.1!        *         +                   !!       0 .    .    .         !
 1987.2!            *   +                     !!         .  0 .    .         !
 1987.3!             *   +                    !!         . 0  .    .         !
 1987.4!       *         +                    !!        0.    .    .         !
 1988.1!    *       +                         !!         0    .    .         !
 1988.2!      +*                              !!         .    .0   .         !
 1988.3!         +        *                   !!         .    .    .0        !
 1988.4!    *        +                        !!        0.    .    .         !
 1989.1!        +              *              !!         .    .    .     0   !
 1989.2!         *        +                   !!        0.    .    .         !
 1989.3!     *       +                        !!        0.    .    .         !
 1989.4!        +      *                      !!         .    .   0.         !
 1990.1!                +  *                  !!         .    . 0  .         !
 1990.2!             *    +                   !!         . 0  .    .         !
 1990.3!            *     +                   !!         .0   .    .         !
 1990.4!                  * +                 !!         .   0.    .         !
 1991.1!                 *   +                !!         .  0 .    .         !
 1991.2!               *      +               !!         0    .    .         !
 1991.3!                    +        *        !!         .    .    .0        !
 1991.4!                         *  +         !!         .  0 .    .         !
 1992.1!                  *      +            !!         .0   .    .         !
 1992.2!            +         *               !!         .    .    . 0       !
 1992.3!                     +      *         !!         .    .    0         !
 1992.4!                      *         +     !!       0 .    .    .         !
 1993.1!                       *     +        !!         .0   .    .         !
 1993.2!                         +*           !!         .    .0   .         !
 1993.3!                           +          !!         .    0    .         !
 1993.4!                          +*          !!         .    0    .         !
 1994.1!                          + *         !!         .    . 0  .         !
 1994.2!                          +           !!         .    0    .         !
 1994.3!                           +  *       !!         .    . 0  .         !
 1994.4!                            +   *     !!         .    . 0  .         !
 1995.1!                              +*      !!         .    .0   .         !
 1995.2!                              *+      !!         .    0    .         !
 1995.3!                              +       !!         .    0    .         !
 1995.4!                            +*        !!         .    0    .         !
 1996.1!                           +  *       !!         .    . 0  .         !
 1996.2!                             +*       !!         .    .0   .         !
 1996.3!                             + *      !!         .    . 0  .         !
 1996.4!                             +*       !!         .    0    .         !
 1997.1!                            +  *      !!         .    . 0  .         !
 1997.2!                            + *       !!         .    .0   .         !
 1997.3!                            +*        !!         .    .0   .         !
 1997.4!                            +*        !!         .    0    .         !
 1998.1!                            *+        !!         .   0.    .         !
 1998.2!                            + *       !!         .    .0   .         !
 1998.3!                             +        !!         .    0    .         !
 1998.4!                            * +       !!         .   0.    .         !
 1999.1!                          *  +        !!         .  0 .    .         !
 1999.2!                          *+          !!         .    0    .         !
 1999.3!                           +*         !!         .    .0   .         !
 1999.4!                            * +       !!         .   0.    .         !
 2000.1!                             +*       !!         .    .0   .         !
 2000.2!                              +*      !!         .    .0   .         !
 2000.3!                              +       !!         .    0    .         !
 2000.4!                              *+      !!         .    0    .         !
 2001.1!                              *+      !!         .   0.    .         !
 2001.2!                              *+      !!         .   0.    .         !
 2001.3!                               *+     !!         .   0.    .         !
 2001.4!                             *  +     !!         .  0 .    .         !
 2002.1!                              +       !!         .    0    .         !
 2002.2!                              +       !!         .    0    .         !
 2002.3!                              + *     !!         .    .0   .         !
 2002.4!                               *+     !!         .   0.    .         !
 2003.1!                               + *    !!         .    .0   .         !
 2003.2!                                 + *  !!         .    .0   .         !
 2003.3!                                 + *  !!         .    .0   .         !
 2003.4!                                 +  * !!         .    . 0  .         !
 2004.1!                                  +*  !!         .    .0   .         !
 2004.2!                                  +*  !!         .    0    .         !
 2004.3!                                 +*   !!         .    .0   .         !
 2004.4!                                  +*  !!         .    .0   .         !
 2005.1!                                 + *  !!         .    .0   .         !
 2005.2!                                 + *  !!         .    .0   .         !
 2005.3!                                 +  * !!         .    . 0  .         !
 2005.4!                                  +   !!         .    0    .         !
 2006.1!                                 + *  !!         .    . 0  .         !
 2006.2!                                  +*  !!         .    .0   .         !
 2006.3!                                  + * !!         .    . 0  .         !
 2006.4!                                  + * !!         .    .0   .         !
 2007.1!                                  +*  !!         .    .0   .         !
 2007.2!                                  + * !!         .    .0   .         !
 2007.3!                                   + *!!         .    . 0  .         !
 2007.4!                                    +*!!         .    .0   .         !
 2008.1!                                    + !!         .    0    .         !
 2008.2!                                    + !!         .    0    .         !
 2008.3!                                   + *!!         .    .0   .         !
 2008.4!                                   +  !!         .    .0   .         !
 2009.1!                                 +*   !!         .    .0   .         !
 2009.2!                                +   * !!         .    . 0  .         !
 2009.3!                                 +   *!!         .    .  0 .         !
 2009.4!                                 +  * !!         .    . 0  .         !
 2010.1!                                 +  * !!         .    . 0  .         !
 2010.2!                                 +  * !!         .    . 0  .         !
 2010.3!                                +    *!!         .    .  0 .         !
 2010.4!                                 +   *!!         .    . 0  .         !
 2011.1!                                  +  *!!         .    .  0 .         !
 2011.2!                                  +  *!!         .    . 0  .         !
 2011.3!                                  +  *!!         .    . 0  .         !
 2011.4!                                  +   *!         .    .  0 .         !
 2012.1!                                  +  *!!         .    . 0  .         !
 2012.2!                                 +   *!!         .    . 0  .         !
 2012.3!                                 +    *!         .    .  0 .         !
 2012.4!                                  +  *!!         .    . 0  .         !


     21.80 percent of the residuals exceed 1 SE
      9.02 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHBR=CHPX$Q/BRPMM;                                                     
 GENR LAACHBR=LOG(AACHBR+.00001);                                             
 GENR LACHBR=LOG(ACHBR+.00001);                                               
 LHS AACHBR=EXP(LAACHBR)-.00001;                                              
  EQ 2029 LAACHBR C LACHBR(-1) PCHBR;                                         
EQUATION 1266  LAACHBR  
   RHS     C  LACHBR(-1)  PCHBR  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1266 PLOT=0;END;                                                     

Equation number = 1266
**********************

Dependent variable = LAACHBR 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -3.874531345

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.006350056       0.204067747  -0.03112     1.000000
14207 LACHBR  ( -1)       0.879615870       0.042495674  20.69895    -3.895376
14205 PCHBR   (  0)      -0.311958236       0.159831911  -1.95179     1.416046

SE of equation            =     0.534932809
Sum of squared residuals  =  35.1968325       0.488498131E-14
Average absolute error    =     0.347065091
Sum of ABS residuals      =  43.7302014    
R squared                 =   0.84172
Durbin-Watson statistic   =   2.44588
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                     +    *           !!          .   .   . 0        !
 1981.4!                     *   +            !!          0   .   .          !
 1982.1!                     +                !!          .   .0  .          !
 1982.2!                    +  *              !!          .   .  0.          !
 1982.3!                      +*              !!          .   .0  .          !
 1982.4!                      +   *           !!          .   .   .0         !
 1983.1!                         +            !!          .   0   .          !
 1983.2!                       +*             !!          .   .0  .          !
 1983.3!                       +    *         !!          .   .   . 0        !
 1983.4!                    *     +           !!       0  .   .   .          !
 1984.1!                   +    *             !!          .   .   . 0        !
 1984.2!                       +  *           !!          .   .  0.          !
 1984.3!                       * +            !!          . 0 .   .          !
 1984.4!                      +   *           !!          .   .   .0         !
 1985.1!                         +*           !!          .   .0  .          !
 1985.2!                     *   +            !!          0   .   .          !
 1985.3!                    +     *           !!          .   .   . 0        !
 1985.4!                         +  *         !!          .   .  0.          !
 1986.1!                       *   +          !!          0   .   .          !
 1986.2!                     * +              !!          . 0 .   .          !
 1986.3!                     +                !!          .   0   .          !
 1986.4!                     +*               !!          .   .0  .          !
 1987.1!                      +               !!          .  0.   .          !
 1987.2!                      +               !!          .   0   .          !
 1987.3!                 *   +                !!         0.   .   .          !
 1987.4!                 +      *             !!          .   .   .   0      !
 1988.1!                 *      +             !!      0   .   .   .          !
 1988.2!            *    +                    !!         0.   .   .          !
 1988.3!            *+                        !!          .  0.   .          !
 1988.4!           * +                        !!          . 0 .   .          !
 1989.1*            +                         !0          .   .   .          !
 1989.2!  +          *                        !!          .   .   .        0 !
 1989.3!              +  *                    !!          .   .  0.          !
 1989.4!             *   +                    !!          0   .   .          !
 1990.1!      *        +                      !!    0     .   .   .          !
 1990.2!        +       *                     !!          .   .   .    0     !
 1990.3!                 + *                  !!          .   . 0 .          !
 1990.4!               *   +                  !!         0.   .   .          !
 1991.1!      *         +                     !!   0      .   .   .          !
 1991.2!         +    *                       !!          .   .   . 0        !
 1991.3!           *   +                      !!         0.   .   .          !
 1991.4!             + *                      !!          .   .  0.          !
 1992.1!        *       +                     !!     0    .   .   .          !
 1992.2!      *  +                            !!          0   .   .          !
 1992.3!        +      *                      !!          .   .   .   0      !
 1992.4!                 +*                   !!          .   .0  .          !
 1993.1!             *     +                  !!       0  .   .   .          !
 1993.2!               + *                    !!          .   .  0.          !
 1993.3!                  +*                  !!          .   0   .          !
 1993.4!                   +                  !!          .   0   .          !
 1994.1!                 *  +                 !!          0   .   .          !
 1994.2!                  +                   !!          .   0   .          !
 1994.3!                   +*                 !!          .   . 0 .          !
 1994.4!                     +*               !!          .   .0  .          !
 1995.1!                     * +              !!          . 0 .   .          !
 1995.2!                      +*              !!          .   .0  .          !
 1995.3!                       *+             !!          .   0   .          !
 1995.4!                     *  +             !!          .0  .   .          !
 1996.1!                   *  +               !!          .0  .   .          !
 1996.2!                     +                !!          .   .0  .          !
 1996.3!                      + *             !!          .   . 0 .          !
 1996.4!                       *+             !!          .  0.   .          !
 1997.1!                       *+             !!          .  0.   .          !
 1997.2!                       *+             !!          .  0.   .          !
 1997.3!                        +             !!          .   .0  .          !
 1997.4!                      *  +            !!          .0  .   .          !
 1998.1!                      *+              !!          .  0.   .          !
 1998.2!                       +              !!          .   0   .          !
 1998.3!                       +*             !!          .   .0  .          !
 1998.4!                        *+            !!          .  0.   .          !
 1999.1!                      *  +            !!          .0  .   .          !
 1999.2!                      *+              !!          .  0.   .          !
 1999.3!                       +*             !!          .   . 0 .          !
 1999.4!                       *+             !!          .  0.   .          !
 2000.1!                       *+             !!          .  0.   .          !
 2000.2!                       + *            !!          .   .0  .          !
 2000.3!                         +            !!          .   0   .          !
 2000.4!                        *+            !!          .  0.   .          !
 2001.1!                        *+            !!          .  0.   .          !
 2001.2!                        +             !!          .   0   .          !
 2001.3!                         +*           !!          .   . 0 .          !
 2001.4!                         * +          !!          . 0 .   .          !
 2002.1!                         +            !!          .  0.   .          !
 2002.2!                         +*           !!          .   .0  .          !
 2002.3!                          +*          !!          .   .0  .          !
 2002.4!                           +          !!          .   0   .          !
 2003.1!                           +          !!          .   0   .          !
 2003.2!                           + *        !!          .   . 0 .          !
 2003.3!                             +*       !!          .   .0  .          !
 2003.4!                             +        !!          .   0   .          !
 2004.1!                             +        !!          .   0   .          !
 2004.2!                             +  *     !!          .   .  0.          !
 2004.3!                               +*     !!          .   0   .          !
 2004.4!                               +      !!          .  0.   .          !
 2005.1!                               +      !!          .   0   .          !
 2005.2!                               +*     !!          .   .0  .          !
 2005.3!                                +     !!          .   .0  .          !
 2005.4!                                +     !!          .   0   .          !
 2006.1!                                +     !!          .   .0  .          !
 2006.2!                                + *   !!          .   . 0 .          !
 2006.3!                                 +*   !!          .   0   .          !
 2006.4!                                 +    !!          .   0   .          !
 2007.1!                                 +    !!          .   0   .          !
 2007.2!                                 +*   !!          .   .0  .          !
 2007.3!                                  +*  !!          .   . 0 .          !
 2007.4!                                   +  !!          .   0   .          !
 2008.1!                                   +  !!          .   0   .          !
 2008.2!                                   +* !!          .   . 0 .          !
 2008.3!                                   + *!!          .   .0  .          !
 2008.4!                                   *+ !!          . 0 .   .          !
 2009.1!                                  +   !!          .   0   .          !
 2009.2!                                 + *  !!          .   .0  .          !
 2009.3!                                  + * !!          .   . 0 .          !
 2009.4!                                    + !!          .   .0  .          !
 2010.1!                                   +  !!          .   0   .          !
 2010.2!                                   +* !!          .   . 0 .          !
 2010.3!                                    +*!!          .   . 0 .          !
 2010.4!                                     +!!          .   0   .          !
 2011.1!                                    + !!          .   0   .          !
 2011.2!                                   + *!!          .   . 0 .          !
 2011.3!                                    + *!          .   . 0 .          !
 2011.4!                                     +!!          .   0   .          !
 2012.1!                                    + !!          .   0   .          !
 2012.2!                                    +*!!          .   .0  .          !
 2012.3!                                    + *!          .   . 0 .          !
 2012.4!                                     +!!          .   0   .          !


     20.63 percent of the residuals exceed 1 SE
      7.14 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PARBR=ARPX$Q/BRPMM;                                                     
 GENR LAAARBR=LOG(AAARBR+.00001);                                             
 GENR LAARBR=LOG(AARBR+.00001);                                               
 LHS AAARBR=EXP(LAAARBR)-.00001;                                              
  EQ 2030 LAAARBR C LAARBR(-1) PARBR;                                         
EQUATION 1267  LAAARBR  
   RHS     C  LAARBR(-1)  PARBR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1267 PLOT=0;END;                                                     

Equation number = 1267
**********************

Dependent variable = LAAARBR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.958131629

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.215304788       0.101656613  -2.11796     1.000000
14210 LAARBR  ( -1)       0.849750462       0.047400359  17.92709    -2.957828
14208 PARBR   (  0)      -0.152301456       0.097602261  -1.56043     1.506294

SE of equation            =     0.249057090
Sum of squared residuals  =  11.4754453       0.318567395E-11
Average absolute error    =     0.177673818
Sum of ABS residuals      =  33.4026778    
R squared                 =   0.82335
Durbin-Watson statistic   =   2.14747
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                 *       +            !!      0   .   .   .          !
 1966.2!                 +  *                 !!          .   .  0.          !
 1966.3!                   +*                 !!          .   . 0 .          !
 1966.4!                 *  +                 !!          .0  .   .          !
 1967.1!                 +    *               !!          .   .   .0         !
 1967.2!                     +     *          !!          .   .   .0         !
 1967.3!            *            +            !!0         .   .   .          !
 1967.4!         *   +                        !!          .0  .   .          !
 1968.1!          *+                          !!          .  0.   .          !
 1968.2!          +       *                   !!          .   .   .  0       !
 1968.3!                 +                    !!          .   0   .          !
 1968.4!                 +                    !!          .   0   .          !
 1969.1!                 +                    !!          .   .0  .          !
 1969.2!                *+                    !!          .  0.   .          !
 1969.3!                +                     !!          .   0   .          !
 1969.4!              * +                     !!          . 0 .   .          !
 1970.1!              +                       !!          .  0.   .          !
 1970.2!              +*                      !!          .   0   .          !
 1970.3!               + *                    !!          .   . 0 .          !
 1970.4!              *  +                    !!          0   .   .          !
 1971.1!       *      +                       !!       0  .   .   .          !
 1971.2!      *  +                            !!          .0  .   .          !
 1971.3!     *  +                             !!          .0  .   .          !
 1971.4!       +   *                          !!          .   .   .0         !
 1972.1!          *  +                        !!          .0  .   .          !
 1972.2!           +    *                     !!          .   .   .0         !
 1972.3!                *+                    !!          .  0.   .          !
 1972.4!             *   +                    !!          0   .   .          !
 1973.1!              + *                     !!          .   . 0 .          !
 1973.2!                  +   *               !!          .   .   0          !
 1973.3!            *         +               !!    0     .   .   .          !
 1973.4!           * +                        !!          . 0 .   .          !
 1974.1!            +*                        !!          .   .0  .          !
 1974.2!           *  +                       !!          .0  .   .          !
 1974.3!   *         +                        !!    0     .   .   .          !
 1974.4!      +*                              !!          .   . 0 .          !
 1975.1!  *       +                           !!      0   .   .   .          !
 1975.2*     +                                !!         0.   .   .          !
 1975.3!*  +                                  !!          .0  .   .          !
 1975.4!   +  *                               !!          .   .  0.          !
 1976.1!        +   *                         !!          .   .   0          !
 1976.2!           * +                        !!          . 0 .   .          !
 1976.3!           *+                         !!          .  0.   .          !
 1976.4!            +*                        !!          .   0   .          !
 1977.1!              +   *                   !!          .   .   .0         !
 1977.2!                   +                  !!          .   0   .          !
 1977.3!          *        +                  !!     0    .   .   .          !
 1977.4!           *+                         !!          .  0.   .          !
 1978.1!            +                         !!          .   0   .          !
 1978.2!              +  *                    !!          .   .  0.          !
 1978.3!                 +*                   !!          .   0   .          !
 1978.4!                  + *                 !!          .   . 0 .          !
 1979.1!                    +  *              !!          .   . 0 .          !
 1979.2!                       +  *           !!          .   .  0.          !
 1979.3!                       *  +           !!          .0  .   .          !
 1979.4!                       +  *           !!          .   .  0.          !
 1980.1!                          +  *        !!          .   .  0.          !
 1980.2!             *              +         !0          .   .   .          !
 1980.3!         *     +                      !!       0  .   .   .          !
 1980.4!           +      *                   !!          .   .   .  0       !
 1981.1!       *           +                  !!   0      .   .   .          !
 1981.2!         +    *                       !!          .   .   . 0        !
 1981.3!          *   +                       !!          0   .   .          !
 1981.4!       *   +                          !!          0   .   .          !
 1982.1!        +  *                          !!          .   .   0          !
 1982.2!         * +                          !!          . 0 .   .          !
 1982.3!          + *                         !!          .   . 0 .          !
 1982.4!    *       +                         !!      0   .   .   .          !
 1983.1!  *  +                                !!          .0  .   .          !
 1983.2*   +                                  !!          0   .   .          !
 1983.3!*+                                    !!          .  0.   .          !
 1983.4! +             *                      !!          .   .   .         0!
 1984.1!              + *                     !!          .   . 0 .          !
 1984.2!      *        +                      !!     0    .   .   .          !
 1984.3!  *    +                              !!        0 .   .   .          !
 1984.4!    +         *                       !!          .   .   .      0   !
 1985.1!           *  +                       !!          .0  .   .          !
 1985.2!         * +                          !!          .0  .   .          !
 1985.3!         +                            !!          .  0.   .          !
 1985.4!         +     *                      !!          .   .   . 0        !
 1986.1!               +                      !!          .  0.   .          !
 1986.2!        *      +                      !!       0  .   .   .          !
 1986.3!          +    *                      !!          .   .   .0         !
 1986.4!               +   *                  !!          .   .   0          !
 1987.1!            *      +                  !!       0  .   .   .          !
 1987.2!           * +                        !!          . 0 .   .          !
 1987.3!      *     +                         !!       0  .   .   .          !
 1987.4!       +    *                         !!          .   .   .0         !
 1988.1!        *    +                        !!         0.   .   .          !
 1988.2!         +                            !!          .   0   .          !
 1988.3!          +                           !!          .   .0  .          !
 1988.4!           +    *                     !!          .   .   .0         !
 1989.1!        *       +                     !!      0   .   .   .          !
 1989.2!          +       *                   !!          .   .   .   0      !
 1989.3!                  +     *             !!          .   .   . 0        !
 1989.4!                       +              !!          .   0   .          !
 1990.1!                  *   +               !!          0   .   .          !
 1990.2!                   +     *            !!          .   .   . 0        !
 1990.3!                        +  *          !!          .   .  0.          !
 1990.4!                        * +           !!          . 0 .   .          !
 1991.1!                       +*             !!          .   .0  .          !
 1991.2!                      * +             !!          . 0 .   .          !
 1991.3!                      + *             !!          .   . 0 .          !
 1991.4!                       *+             !!          .  0.   .          !
 1992.1!                *      +              !!       0  .   .   .          !
 1992.2!               +        *             !!          .   .   .    0     !
 1992.3!                       +           *  !!          .   .   .       0  !
 1992.4!                               *  +   !!          .0  .   .          !
 1993.1!                              +*      !!          .   0   .          !
 1993.2!                             +  *     !!          .   . 0 .          !
 1993.3!                               +*     !!          .   .0  .          !
 1993.4!                              +       !!          .  0.   .          !
 1994.1!                            *+        !!          .   0   .          !
 1994.2!                           +     *    !!          .   .   . 0        !
 1994.3!                                +*    !!          .   .0  .          !
 1994.4!                             *  +     !!          .0  .   .          !
 1995.1!                            +*        !!          .   . 0 .          !
 1995.2!                             +   *    !!          .   .   0          !
 1995.3!                               *+     !!          .  0.   .          !
 1995.4!                              + *     !!          .   . 0 .          !
 1996.1!                               +  *   !!          .   .  0.          !
 1996.2!                                 +    !!          .   0   .          !
 1996.3!                                + *   !!          .   . 0 .          !
 1996.4!                                +  *  !!          .   .  0.          !
 1997.1!                                * +   !!          .  0.   .          !
 1997.2!                               +  *   !!          .   .  0.          !
 1997.3!                                 +*   !!          .   . 0 .          !
 1997.4!                                 + *  !!          .   . 0 .          !
 1998.1!                               * +    !!          .0  .   .          !
 1998.2!                              +      *!!          .   .   .  0       !
 1998.3!                                   +  *!          .   .  0.          !
 1998.4!                                  * + !!          . 0 .   .          !
 1999.1!                                * +   !!          .  0.   .          !
 1999.2!                                +   * !!          .   .   0          !
 1999.3!                                  +*  !!          .   .0  .          !
 1999.4!                                  +   !!          .   0   .          !
 2000.1!                                + *   !!          .   . 0 .          !
 2000.2!                                 + *  !!          .   . 0 .          !
 2000.3!                                  + * !!          .   . 0 .          !
 2000.4!                                  +   !!          .   0   .          !
 2001.1!                                *+    !!          .  0.   .          !
 2001.2!                               +  *   !!          .   .  0.          !
 2001.3!                                 +    !!          .   0   .          !
 2001.4!                                +     !!          .   0   .          !
 2002.1!                               +*     !!          .   .0  .          !
 2002.2!                               +*     !!          .   .0  .          !
 2002.3!                               +      !!          .   0   .          !
 2002.4!                              +*      !!          .   .0  .          !
 2003.1!                              + *     !!          .   . 0 .          !
 2003.2!                               +      !!          .   0   .          !
 2003.3!                              +       !!          .   0   .          !
 2003.4!                              +*      !!          .   .0  .          !
 2004.1!                              +       !!          .  0.   .          !
 2004.2!                            *+        !!          .  0.   .          !
 2004.3!                           +   *      !!          .   .  0.          !
 2004.4!                              +*      !!          .   .0  .          !
 2005.1!                              *+      !!          .  0.   .          !
 2005.2!                              +*      !!          .   .0  .          !
 2005.3!                             *+       !!          .  0.   .          !
 2005.4!                             +*       !!          .   .0  .          !
 2006.1!                            *+        !!          .  0.   .          !
 2006.2!                            + *       !!          .   .0  .          !
 2006.3!                             +  *     !!          .   . 0 .          !
 2006.4!                               +      !!          .   0   .          !
 2007.1!                            * +       !!          . 0 .   .          !
 2007.2!                            +  *      !!          .   . 0 .          !
 2007.3!                              +       !!          .   0   .          !
 2007.4!                             +        !!          .   0   .          !
 2008.1!                            +         !!          .   0   .          !
 2008.2!                    *     +           !!       0  .   .   .          !
 2008.3!                   +*                 !!          .   .0  .          !
 2008.4!                    +*                !!          .   .0  .          !
 2009.1!                     +   *            !!          .   .   0          !
 2009.2!                        +  *          !!          .   .  0.          !
 2009.3!                        * +           !!          . 0 .   .          !
 2009.4!                        +*            !!          .   .0  .          !
 2010.1!                         +*           !!          .   .0  .          !
 2010.2!                          +           !!          .   0   .          !
 2010.3!                          +*          !!          .   .0  .          !
 2010.4!                           +          !!          .   0   .          !
 2011.1!                        * +           !!          . 0 .   .          !
 2011.2!                        +             !!          .   0   .          !
 2011.3!                        +*            !!          .   .0  .          !
 2011.4!                         +*           !!          .   .0  .          !
 2012.1!                      *   +           !!          0   .   .          !
 2012.2!                     *+               !!          .  0.   .          !
 2012.3!                     +   *            !!          .   .  0.          !
 2012.4!                        + *           !!          .   . 0 .          !


     22.87 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCEBR=CEPX$Q/BRPMM;                                                     
 GENR LAACEBR=LOG(AACEBR+.00001);                                             
 GENR LACEBR=LOG(ACEBR+.00001);                                               
 LHS AACEBR=EXP(LAACEBR)-.00001;                                              
  EQ 2031 LAACEBR C LACEBR(-1) PCEBR;                                         
EQUATION 1268  LAACEBR  
   RHS     C  LACEBR(-1)  PCEBR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1268 PLOT=0;END;                                                     

Equation number = 1268
**********************

Dependent variable = LAACEBR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.272871452

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.375254313       0.133849267  -2.80356     1.000000
14213 LACEBR  ( -1)       0.904325563       0.035437896  25.51860    -4.277806
14211 PCEBR   (  0)      -0.019632622       0.066020037  -0.29737     1.481625

SE of equation            =     0.251277974
Sum of squared residuals  =  11.6810148      -0.504485342E-12
Average absolute error    =     0.186380240
Sum of ABS residuals      =  35.0394852    
R squared                 =   0.82698
Durbin-Watson statistic   =   1.94790
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!             *         +              !0          .   .   .          !
 1966.2!          *   +                       !!       0  .   .   .          !
 1966.3!           +     *                    !!          .   .   .   0      !
 1966.4!                * +                   !!          . 0 .   .          !
 1967.1!                 +  *                 !!          .   .  0.          !
 1967.2!                     +                !!          .   0   .          !
 1967.3!                     +                !!          .  0.   .          !
 1967.4!                     +                !!          .  0.   .          !
 1968.1!                  *  +                !!          0   .   .          !
 1968.2!                  *+                  !!          . 0 .   .          !
 1968.3!                  *+                  !!          .  0.   .          !
 1968.4!                  *+                  !!          .  0.   .          !
 1969.1!                   +*                 !!          .   .0  .          !
 1969.2!                    +                 !!          .  0.   .          !
 1969.3!                     +                !!          .   0   .          !
 1969.4!                    *+                !!          . 0 .   .          !
 1970.1!                    *+                !!          . 0 .   .          !
 1970.2!                   * +                !!          . 0 .   .          !
 1970.3!                   *+                 !!          .  0.   .          !
 1970.4!                  * +                 !!          . 0 .   .          !
 1971.1!                   +                  !!          .   0   .          !
 1971.2!                    +                 !!          .   .0  .          !
 1971.3!                    *+                !!          . 0 .   .          !
 1971.4!                   *+                 !!          . 0 .   .          !
 1972.1!                 *  +                 !!          0   .   .          !
 1972.2!              *   +                   !!         0.   .   .          !
 1972.3!            *  +                      !!         0.   .   .          !
 1972.4!       *     +                        !!     0    .   .   .          !
 1973.1*         +                            !!0         .   .   .          !
 1973.2!  +    *                              !!          .   .   .  0       !
 1973.3!         +    *                       !!          .   .   .   0      !
 1973.4!                + *                   !!          .   .  0.          !
 1974.1!                   +      *           !!          .   .   .    0     !
 1974.2!                         *+           !!          .  0.   .          !
 1974.3!                         +            !!          .  0.   .          !
 1974.4!                       * +            !!          .0  .   .          !
 1975.1!                    *   +             !!         0.   .   .          !
 1975.2!                   * +                !!          .0  .   .          !
 1975.3!                    +                 !!          .   .0  .          !
 1975.4!                     +  *             !!          .   .   0          !
 1976.1!                        +   *         !!          .   .   . 0        !
 1976.2!                            +  *      !!          .   .  0.          !
 1976.3!                              +*      !!          .   . 0 .          !
 1976.4!                               +      !!          .   .0  .          !
 1977.1!                               +  *   !!          .   .   0          !
 1977.2!                                 +*   !!          .   .0  .          !
 1977.3!                               * +    !!          . 0 .   .          !
 1977.4!                               +*     !!          .   .0  .          !
 1978.1!                              *+      !!          . 0 .   .          !
 1978.2!                              +       !!          .   0   .          !
 1978.3!                              +*      !!          .   .0  .          !
 1978.4!                              + *     !!          .   . 0 .          !
 1979.1!                               + *    !!          .   .  0.          !
 1979.2!                                 +  * !!          .   .   0          !
 1979.3!                                   +* !!          .   . 0 .          !
 1979.4!                                   *+ !!          .   0   .          !
 1980.1!                                  *+  !!          .  0.   .          !
 1980.2!                                  +  *!!          .   .   0          !
 1980.3!                                   *+ !!          .  0.   .          !
 1980.4!                                 *+   !!          . 0 .   .          !
 1981.1!                              *  +    !!         0.   .   .          !
 1981.2!                          *  +        !!          0   .   .          !
 1981.3!                         *+           !!          . 0 .   .          !
 1981.4!                          +           !!          .   .0  .          !
 1982.1!                        * +           !!          .0  .   .          !
 1982.2!                         +   *        !!          .   .   . 0        !
 1982.3!                             + *      !!          .   . 0 .          !
 1982.4!                          *   +       !!        0 .   .   .          !
 1983.1!                       *  +           !!          0   .   .          !
 1983.2!                       *+             !!          .  0.   .          !
 1983.3!                     * +              !!          .0  .   .          !
 1983.4!                     +    *           !!          .   .   . 0        !
 1984.1!                     *    +           !!       0  .   .   .          !
 1984.2!                     +     *          !!          .   .   .   0      !
 1984.3!                           +*         !!          .   .0  .          !
 1984.4!                            + *       !!          .   .   0          !
 1985.1!                         *    +       !!      0   .   .   .          !
 1985.2!                         +    *       !!          .   .   .  0       !
 1985.3!                            * +       !!          . 0 .   .          !
 1985.4!                       *    +         !!       0  .   .   .          !
 1986.1!                        +    *        !!          .   .   .  0       !
 1986.2!                            + *       !!          .   .  0.          !
 1986.3!                          *   +       !!        0 .   .   .          !
 1986.4!                          +   *       !!          .   .   . 0        !
 1987.1!                              + *     !!          .   .  0.          !
 1987.2!                               +*     !!          .   .0  .          !
 1987.3!                            *   +     !!         0.   .   .          !
 1987.4!                            +*        !!          .   .0  .          !
 1988.1!                         *   +        !!         0.   .   .          !
 1988.2!                          +   *       !!          .   .   . 0        !
 1988.3!                              +       !!          .   .0  .          !
 1988.4!                              +*      !!          .   . 0 .          !
 1989.1!                           *   +      !!         0.   .   .          !
 1989.2!                           +    *     !!          .   .   .  0       !
 1989.3!                                +     !!          .   0   .          !
 1989.4!                               +     *!!          .   .   .    0     !
 1990.1!                                 *   +!!        0 .   .   .          !
 1990.2!                               *+     !!          . 0 .   .          !
 1990.3!                              +   *   !!          .   .   0          !
 1990.4!                               * +    !!          .0  .   .          !
 1991.1!                             * +      !!          .0  .   .          !
 1991.2!                             + *      !!          .   .   0          !
 1991.3!                               +      !!          .   0   .          !
 1991.4!                              *+      !!          .  0.   .          !
 1992.1!                        *     +       !!     0    .   .   .          !
 1992.2!                        +     *       !!          .   .   .   0      !
 1992.3!                             +      * !!          .   .   .     0    !
 1992.4!                                   *+ !!          .  0.   .          !
 1993.1!                            *     +   !!     0    .   .   .          !
 1993.2!                            +*        !!          .   .0  .          !
 1993.3!                            *+        !!          .  0.   .          !
 1993.4!                         *  +         !!         0.   .   .          !
 1994.1!                         +            !!          .   0   .          !
 1994.2!                          +*          !!          .   . 0 .          !
 1994.3!                           + *        !!          .   . 0 .          !
 1994.4!                             +  *     !!          .   .   .0         !
 1995.1!                               *+     !!          . 0 .   .          !
 1995.2!                               +*     !!          .   . 0 .          !
 1995.3!                                +     !!          .   0   .          !
 1995.4!                              * +     !!          .0  .   .          !
 1996.1!                              + *     !!          .   .  0.          !
 1996.2!                               +      !!          .   0   .          !
 1996.3!                             * +      !!          .0  .   .          !
 1996.4!                             +        !!          .  0.   .          !
 1997.1!                            *+        !!          .  0.   .          !
 1997.2!                            +*        !!          .   .0  .          !
 1997.3!                            *+        !!          . 0 .   .          !
 1997.4!                            +         !!          .   .0  .          !
 1998.1!                           * +        !!          .0  .   .          !
 1998.2!                           +          !!          .   0   .          !
 1998.3!                          *+          !!          . 0 .   .          !
 1998.4!                          +*          !!          .   0   .          !
 1999.1!                        *  +          !!         0.   .   .          !
 1999.2!                        + *           !!          .   .  0.          !
 1999.3!                          + *         !!          .   . 0 .          !
 1999.4!                            +         !!          .   0   .          !
 2000.1!                            +*        !!          .   . 0 .          !
 2000.2!                            *+        !!          . 0 .   .          !
 2000.3!                            +         !!          .   0   .          !
 2000.4!                            +*        !!          .   .0  .          !
 2001.1!                           * +        !!          .0  .   .          !
 2001.2!                           +*         !!          .   .0  .          !
 2001.3!                            +         !!          .   0   .          !
 2001.4!                          * +         !!          .0  .   .          !
 2002.1!                         *+           !!          .  0.   .          !
 2002.2!                          + *         !!          .   .   0          !
 2002.3!                          * +         !!          0   .   .          !
 2002.4!                          +           !!          .   0   .          !
 2003.1!                           +*         !!          .   . 0 .          !
 2003.2!                            +*        !!          .   .0  .          !
 2003.3!                             +*       !!          .   . 0 .          !
 2003.4!                              +*      !!          .   .0  .          !
 2004.1!                               + *    !!          .   .  0.          !
 2004.2!                                 +*   !!          .   .0  .          !
 2004.3!                                 +*   !!          .   . 0 .          !
 2004.4!                                * +   !!          .0  .   .          !
 2005.1!                                + *   !!          .   .  0.          !
 2005.2!                                  +   !!          .   .0  .          !
 2005.3!                                  + * !!          .   .  0.          !
 2005.4!                                   +  !!          .   0   .          !
 2006.1!                                  +   *!          .   .   .0         !
 2006.2!                                     +!!          .   .0  .          !
 2006.3!                                    + *!          .   .0  .          !
 2006.4!                                    *+!!          .   0   .          !
 2007.1!                                    + *!          .   .  0.          !
 2007.2!                                     +*!          .   . 0 .          !
 2007.3!                                     +!!          .  0.   .          !
 2007.4!                                   *+ !!          . 0 .   .          !
 2008.1!                                  +  *!!          .   .   .0         !
 2008.2!                                    *+!!          .  0.   .          !
 2008.3!                                   +  !!          .  0.   .          !
 2008.4!                               *  +   !!          0   .   .          !
 2009.1!                               +      !!          .   0   .          !
 2009.2!                               +   *  !!          .   .   . 0        !
 2009.3!                                  *+  !!          .  0.   .          !
 2009.4!                                  +*  !!          .   . 0 .          !
 2010.1!                                 *+   !!          . 0 .   .          !
 2010.2!                                + *   !!          .   .  0.          !
 2010.3!                                  +*  !!          .   .0  .          !
 2010.4!                                  + * !!          .   .  0.          !
 2011.1!                                 * +  !!          .0  .   .          !
 2011.2!                                 +    !!          .   .0  .          !
 2011.3!                                 +    !!          .   0   .          !
 2011.4!                                +     !!          .   0   .          !
 2012.1!                               *+     !!          .  0.   .          !
 2012.2!                               + *    !!          .   .  0.          !
 2012.3!                               * +    !!          . 0 .   .          !
 2012.4!                               + *    !!          .   .  0.          !


     26.06 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMEBR=MEPX$Q/BRPMM;                                                     
 GENR LAAMEBR=LOG(AAMEBR+.00001);                                             
 GENR LAMEBR=LOG(AMEBR+.00001);                                               
 LHS AAMEBR=EXP(LAAMEBR)-.00001;                                              
  EQ 2032 LAAMEBR C LAMEBR(-1) PMEBR;                                         
EQUATION 1269  LAAMEBR  
   RHS     C  LAMEBR(-1)  PMEBR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1269 PLOT=0;END;                                                     

Equation number = 1269
**********************

Dependent variable = LAAMEBR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.501184192

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.372517455       0.150731101  -2.47140     1.000000
14216 LAMEBR  ( -1)       0.912640875       0.030223267  30.19663    -4.508961
14214 PMEBR   (  0)      -0.009182405       0.058199945  -0.15777     1.481625

SE of equation            =     0.253524729
Sum of squared residuals  =  11.8908359       0.144497747E-10
Average absolute error    =     0.175769067
Sum of ABS residuals      =  33.0445846    
R squared                 =   0.83492
Durbin-Watson statistic   =   2.28519
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!      +    *                          !!           .  .  .0          !
 1966.2!            +  *                      !!           .  . 0.           !
 1966.3!              *+                      !!           . 0.  .           !
 1966.4!             * +                      !!           . 0.  .           !
 1967.1!         *   +                        !!           0  .  .           !
 1967.2!      *   +                           !!           0  .  .           !
 1967.3!   *   +                              !!           0  .  .           !
 1967.4! *  +                                 !!           .0 .  .           !
 1968.1*   +                                  !!           0  .  .           !
 1968.2* +                                    !!           . 0.  .           !
 1968.3!*+                                    !!           . 0.  .           !
 1968.4!*+                                    !!           . 0.  .           !
 1969.1!  +                                   !!           .  0  .           !
 1969.2!  *+                                  !!           . 0.  .           !
 1969.3!   +                                  !!           .  0  .           !
 1969.4! *  +                                 !!           .0 .  .           !
 1970.1!*  +                                  !!           .0 .  .           !
 1970.2*  +                                   !!           .0 .  .           !
 1970.3!*+                                    !!           . 0.  .           !
 1970.4!*+                                    !!           . 0.  .           !
 1971.1!  +*                                  !!           .  .0 .           !
 1971.2!    + *                               !!           .  . 0.           !
 1971.3!       +                              !!           .  0  .           !
 1971.4!        +                             !!           .  0  .           !
 1972.1!       *+                             !!           . 0.  .           !
 1972.2!       *+                             !!           . 0.  .           !
 1972.3!        +                             !!           .  0  .           !
 1972.4!        *+                            !!           . 0.  .           !
 1973.1!        *+                            !!           .  0  .           !
 1973.2!       * +                            !!           .0 .  .           !
 1973.3!    *   +                             !!           0  .  .           !
 1973.4*     +                                !!         0 .  .  .           !
 1974.1! +*                                   !!           .  .0 .           !
 1974.2!   +                                  !!           .  0  .           !
 1974.3!     +   *                            !!           .  .  0           !
 1974.4!          +*                          !!           .  .0 .           !
 1975.1!      *     +                         !!          0.  .  .           !
 1975.2!       +                              !!           .  0  .           !
 1975.3!        +*                            !!           .  .0 .           !
 1975.4!         +     *                      !!           .  .  .0          !
 1976.1!             * +                      !!           .0 .  .           !
 1976.2!             +*                       !!           .  .0 .           !
 1976.3!               +*                     !!           .  .0 .           !
 1976.4!                +     *               !!           .  .  . 0         !
 1977.1!                  *   +               !!           0  .  .           !
 1977.2!                  +                   !!           .  0  .           !
 1977.3!                  +*                  !!           .  .0 .           !
 1977.4!             *     +                  !!         0 .  .  .           !
 1978.1!             +   *                    !!           .  .  0           !
 1978.2!                 +*                   !!           .  .0 .           !
 1978.3!               *  +                   !!           .0 .  .           !
 1978.4!               +  *                   !!           .  . 0.           !
 1979.1!                * +                   !!           . 0.  .           !
 1979.2!                + *                   !!           .  .0 .           !
 1979.3!                * +                   !!           .0 .  .           !
 1979.4!              * +                     !!           .0 .  .           !
 1980.1!              +      *                !!           .  .  . 0         !
 1980.2!                     +      *         !!           .  .  .  0        !
 1980.3!                           +      *   !!           .  .  .  0        !
 1980.4!                            *    +    !!          0.  .  .           !
 1981.1!                           +        * !!           .  .  .   0       !
 1981.2!                                   +* !!           .  .0 .           !
 1981.3!                               *   +  !!           0  .  .           !
 1981.4!                              + *     !!           .  . 0.           !
 1982.1!                               +      !!           .  0  .           !
 1982.2!                             +   *    !!           .  .  0           !
 1982.3!                               +    * !!           .  .  .0          !
 1982.4!                                  *+  !!           .  0  .           !
 1983.1!                                 + *  !!           .  . 0.           !
 1983.2!                                  + * !!           .  . 0.           !
 1983.3!                                  + * !!           .  . 0.           !
 1983.4!                                 * +  !!           . 0.  .           !
 1984.1!                                +*    !!           .  .0 .           !
 1984.2!                               +     *!!           .  .  .0          !
 1984.3!                                *  +  !!           .0 .  .           !
 1984.4!                               +*     !!           .  0  .           !
 1985.1!                          *   +       !!           0  .  .           !
 1985.2!               *          +           !!      0    .  .  .           !
 1985.3!                +           *         !!           .  .  .      0    !
 1985.4!                      *    +          !!          0.  .  .           !
 1986.1!           *         +                !!      0    .  .  .           !
 1986.2!            +  *                      !!           .  . 0.           !
 1986.3!          *    +                      !!          0.  .  .           !
 1986.4!           +  *                       !!           .  . 0.           !
 1987.1!              +  *                    !!           .  . 0.           !
 1987.2!               * +                    !!           . 0.  .           !
 1987.3!   *           +                      !!    0      .  .  .           !
 1987.4!    +      *                          !!           .  .  . 0         !
 1988.1!  *        +                          !!       0   .  .  .           !
 1988.2!   +  *                               !!           .  . 0.           !
 1988.3!       +                              !!           .  0  .           !
 1988.4!    *   +                             !!          0.  .  .           !
 1989.1!     +*                               !!           .  .0 .           !
 1989.2!       +                              !!           .  0  .           !
 1989.3!        +     *                       !!           .  .  . 0         !
 1989.4!               +*                     !!           .  .0 .           !
 1990.1!            *   +                     !!           0  .  .           !
 1990.2!        *   +                         !!          0.  .  .           !
 1990.3!         +                            !!           .  0  .           !
 1990.4!         *+                           !!           . 0.  .           !
 1991.1!        *+                            !!           . 0.  .           !
 1991.2!         + *                          !!           .  .0 .           !
 1991.3!           +                          !!           .  0  .           !
 1991.4!            + *                       !!           .  . 0.           !
 1992.1!              +                       !!           .  0  .           !
 1992.2!              +    *                  !!           .  .  0           !
 1992.3!                   +                  *!           .  .  .           0
 1992.4!                   *                + !! 0         .  .  .           !
 1993.1!            *      +                  !!        0  .  .  .           !
 1993.2!            +      *                  !!           .  .  . 0         !
 1993.3!             *     +                  !!          0.  .  .           !
 1993.4!             *+                       !!           . 0.  .           !
 1994.1!         *   +                        !!           0  .  .           !
 1994.2!          + *                         !!           .  . 0.           !
 1994.3!            +    *                    !!           .  .  .0          !
 1994.4!                 +                    !!           .  0  .           !
 1995.1!                 +  *                 !!           .  .  0           !
 1995.2!                    +   *             !!           .  .  0           !
 1995.3!                   *    +             !!          0.  .  .           !
 1995.4!                   +                  !!           .  0  .           !
 1996.1!                   +    *             !!           .  .  .0          !
 1996.2!                      * +             !!           . 0.  .           !
 1996.3!                     + *              !!           .  .0 .           !
 1996.4!                     * +              !!           . 0.  .           !
 1997.1!                 *   +                !!           0  .  .           !
 1997.2!                 +*                   !!           .  .0 .           !
 1997.3!               *  +                   !!           .0 .  .           !
 1997.4!             *  +                     !!           .0 .  .           !
 1998.1!             +                        !!           .  0  .           !
 1998.2!             +                        !!           .  0  .           !
 1998.3!          *   +                       !!           0  .  .           !
 1998.4!         * +                          !!           . 0.  .           !
 1999.1!        * +                           !!           . 0.  .           !
 1999.2!        *+                            !!           . 0.  .           !
 1999.3!        +  *                          !!           .  . 0.           !
 1999.4!           +                          !!           .  0  .           !
 2000.1!          * +                         !!           . 0.  .           !
 2000.2!           +                          !!           .  0  .           !
 2000.3!           +*                         !!           .  0  .           !
 2000.4!            +  *                      !!           .  . 0.           !
 2001.1!              *+                      !!           . 0.  .           !
 2001.2!             *+                       !!           . 0.  .           !
 2001.3!              +*                      !!           .  .0 .           !
 2001.4!            *   +                     !!           0  .  .           !
 2002.1!            +    *                    !!           .  .  0           !
 2002.2!                 +                    !!           .  0  .           !
 2002.3!                 + *                  !!           .  . 0.           !
 2002.4!                 * +                  !!           . 0.  .           !
 2003.1!                 +                    !!           . 0.  .           !
 2003.2!                 +                    !!           .  0  .           !
 2003.3!                 + *                  !!           .  .0 .           !
 2003.4!                   +*                 !!           .  .0 .           !
 2004.1!                  * +                 !!           . 0.  .           !
 2004.2!                  +  *                !!           .  . 0.           !
 2004.3!                     +                !!           .  0  .           !
 2004.4!                    *+                !!           . 0.  .           !
 2005.1!                   +                  !!           . 0.  .           !
 2005.2!                  *+                  !!           . 0.  .           !
 2005.3!                  +*                  !!           .  .0 .           !
 2005.4!                  *+                  !!           . 0.  .           !
 2006.1!                 *+                   !!           . 0.  .           !
 2006.2!                 +  *                 !!           .  . 0.           !
 2006.3!                    + *               !!           .  .0 .           !
 2006.4!                   * +                !!           .0 .  .           !
 2007.1!                   +    *             !!           .  .  .0          !
 2007.2!                        +*            !!           .  .0 .           !
 2007.3!                         +            !!           .  0  .           !
 2007.4!                        +             !!           .  0  .           !
 2008.1!                       +  *           !!           .  . 0.           !
 2008.2!                         + *          !!           .  . 0.           !
 2008.3!                          +  *        !!           .  . 0.           !
 2008.4!                            +*        !!           .  .0 .           !
 2009.1!                        *   +         !!          0.  .  .           !
 2009.2!                       +  *           !!           .  . 0.           !
 2009.3!                         +   *        !!           .  .  0           !
 2009.4!                           *+         !!           . 0.  .           !
 2010.1!                          + *         !!           .  .0 .           !
 2010.2!                          *+          !!           . 0.  .           !
 2010.3!                          + *         !!           .  . 0.           !
 2010.4!                           +  *       !!           .  . 0.           !
 2011.1!                           * +        !!           .0 .  .           !
 2011.2!                          +           !!           .  0  .           !
 2011.3!                          +  *        !!           .  .  0           !
 2011.4!                            +    *    !!           .  .  .0          !
 2012.1!                                + *   !!           .  . 0.           !
 2012.2!                                +     !!           .  0  .           !
 2012.3!                              *+      !!           .  0  .           !
 2012.4!                            *+        !!           . 0.  .           !


     22.87 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@@EQ 2033 LAAPEBR C LAPEBR(-1) PPEBR;SMPL 1993.3 2012.4;OLS;EST 2033 PLOT=0;EN
@@EQ 2034 LAATUBR C LATUBR(-1) PTUBR;SMPL 1994.3 2012.4;OLS;EST 2034 PLOT=0;EN
@@EQ 2035 LAAPDBR C LAPDBR(-1) PPDBR;SMPL 1993.3 2012.4;OLS;EST 2035 PLOT=0;EN
@@EQ 2036 LAARUBR C LARUBR(-1) PRUBR;SMPL 1992.3 2012.4;OLS;EST 2036 PLOT=0;EN
@@EQ 2037 LAAUEBR C LAUEBR(-1) PUEBR;SMPL 1995.3 2012.4;OLS;EST 2037 PLOT=0;EN
@@EQ 2038 LAAEGBR C LAEGBR(-1) PEGBR;SMPL 1993.3 2012.4;OLS;EST 2038 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PISBR=ISPX$/BRPMM;                                                      
 GENR LAAISBR=LOG(AAISBR+.00001);                                             
 GENR LAISBR=LOG(AISBR+.00001);                                               
 LHS AAISBR=EXP(LAAISBR)-.00001;                                              
  EQ 2039 LAAISBR C LAISBR(-1) PISBR;                                         
EQUATION 1270  LAAISBR  
   RHS     C  LAISBR(-1)  PISBR  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1270 PLOT=0;END;                                                     

Equation number = 1270
**********************

Dependent variable = LAAISBR 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.083272801

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.766426170       0.246118378  -3.11406     1.000000
14219 LAISBR  ( -1)       0.853307011       0.040164745  21.24517    -6.098478
14217 PISBR   (  0)      -0.087313596       0.177122339  -0.49296     1.293867

SE of equation            =     0.415788249
Sum of squared residuals  =  31.9827756      -0.134789957E-10
Average absolute error    =     0.297796149
Sum of ABS residuals      =  55.9856759    
R squared                 =   0.76219
Durbin-Watson statistic   =   2.62946
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1! *  +                                 !!          . 0 .   .          !
 1966.2!   *+                                 !!          .  0.   .          !
 1966.3!    * +                               !!          . 0 .   .          !
 1966.4!      +                               !!          .  0.   .          !
 1967.1!        +                             !!          .   0   .          !
 1967.2!          +                           !!          .   0   .          !
 1967.3!            +                         !!          .  0.   .          !
 1967.4!             +                        !!          .   0   .          !
 1968.1!             * +                      !!          . 0 .   .          !
 1968.2!             *+                       !!          .  0.   .          !
 1968.3!            * +                       !!          . 0 .   .          !
 1968.4!           *  +                       !!          . 0 .   .          !
 1969.1!          *  +                        !!          .0  .   .          !
 1969.2!         *  +                         !!          . 0 .   .          !
 1969.3!         * +                          !!          .  0.   .          !
 1969.4!          *+                          !!          .  0.   .          !
 1970.1!            +                         !!          .   0   .          !
 1970.2!             *+                       !!          .  0.   .          !
 1970.3!              *+                      !!          .  0.   .          !
 1970.4!             * +                      !!          . 0 .   .          !
 1971.1!             * +                      !!          .  0.   .          !
 1971.2!               +                      !!          .   0   .          !
 1971.3!              * +                     !!          . 0 .   .          !
 1971.4!              * +                     !!          . 0 .   .          !
 1972.1!             * +                      !!          . 0 .   .          !
 1972.2!           *  +                       !!          .0  .   .          !
 1972.3!           * +                        !!          . 0 .   .          !
 1972.4!          *  +                        !!          .0  .   .          !
 1973.1!   *        +                         !!      0   .   .   .          !
 1973.2!      +           *                   !!          .   .   .      0   !
 1973.3!               *   +                  !!          .0  .   .          !
 1973.4!                +                     !!          .   0   .          !
 1974.1!             *   +                    !!          0   .   .          !
 1974.2!               +   *                  !!          .   .   0          !
 1974.3!                 *  +                 !!          .0  .   .          !
 1974.4!                  +*                  !!          .   .0  .          !
 1975.1!                    +*                !!          .   .0  .          !
 1975.2!                *    +                !!         0.   .   .          !
 1975.3!                 +  *                 !!          .   . 0 .          !
 1975.4!           *        +                 !!      0   .   .   .          !
 1976.1!   *         +                        !!     0    .   .   .          !
 1976.2!      +         *                     !!          .   .   .    0     !
 1976.3!             *   +                    !!          .0  .   .          !
 1976.4!       *       +                      !!       0  .   .   .          !
 1977.1!         +           *                !!          .   .   .     0    !
 1977.2!            *         +               !!     0    .   .   .          !
 1977.3!          *   +                       !!          .0  .   .          !
 1977.4!            +    *                    !!          .   .   0          !
 1978.1!             *    +                   !!          0   .   .          !
 1978.2!          *   +                       !!          0   .   .          !
 1978.3!          * +                         !!          .  0.   .          !
 1978.4!            +     *                   !!          .   .   .0         !
 1979.1!           *       +                  !!       0  .   .   .          !
 1979.2!             +    *                   !!          .   .   0          !
 1979.3!               *   +                  !!          .0  .   .          !
 1979.4!                +   *                 !!          .   .   0          !
 1980.1!                    *+                !!          .  0.   .          !
 1980.2!                     +  *             !!          .   .  0.          !
 1980.3!                     *  +             !!          . 0 .   .          !
 1980.4!                  *   +               !!          .0  .   .          !
 1981.1!            *      +                  !!        0 .   .   .          !
 1981.2!             +      *                 !!          .   .   . 0        !
 1981.3!             *      +                 !!        0 .   .   .          !
 1981.4!              +*                      !!          .   .0  .          !
 1982.1!        *       +                     !!       0  .   .   .          !
 1982.2!          +        *                  !!          .   .   .   0      !
 1982.3!               *   +                  !!          0   .   .          !
 1982.4!              * +                     !!          . 0 .   .          !
 1983.1!               +                      !!          .   0   .          !
 1983.2*                +                     !0          .   .   .          !
 1983.3!  +   *                               !!          .   .   0          !
 1983.4!        +      *                      !!          .   .   . 0        !
 1984.1!           *    +                     !!          0   .   .          !
 1984.2!            +         *               !!          .   .   .   0      !
 1984.3!                      +  *            !!          .   . 0 .          !
 1984.4!        *               +             !!0         .   .   .          !
 1985.1!          +           *               !!          .   .   .     0    !
 1985.2!                      + *             !!          .   . 0 .          !
 1985.3!                        +*            !!          .   .0  .          !
 1985.4!                     *   +            !!          .0  .   .          !
 1986.1!                      +    *          !!          .   .   .0         !
 1986.2!                          +           !!          .  0.   .          !
 1986.3!                      *  +            !!          .0  .   .          !
 1986.4!                      +  *            !!          .   .  0.          !
 1987.1!                        *+            !!          .  0.   .          !
 1987.2!                    *  +              !!          .0  .   .          !
 1987.3!                    +     *           !!          .   .   .0         !
 1987.4!                         +            !!          .   0   .          !
 1988.1!                         +*           !!          .   .0  .          !
 1988.2!                  *      +            !!        0 .   .   .          !
 1988.3!                   +*                 !!          .   .0  .          !
 1988.4!                    +    *            !!          .   .   0          !
 1989.1!                        +             !!          .   0   .          !
 1989.2!                        +             !!          .   0   .          !
 1989.3!                *       +             !!       0  .   .   .          !
 1989.4!                 + *                  !!          .   . 0 .          !
 1990.1!                    +    *            !!          .   .   0          !
 1990.2!                    *   +             !!          .0  .   .          !
 1990.3!                    +      *          !!          .   .   . 0        !
 1990.4!                           +  *       !!          .   . 0 .          !
 1991.1!                            +         !!          .  0.   .          !
 1991.2!                        *  +          !!          .0  .   .          !
 1991.3!                       +  *           !!          .   . 0 .          !
 1991.4!                         +*           !!          .   0   .          !
 1992.1!             *           +            !!   0      .   .   .          !
 1992.2!              +             *         !!          .   .   .       0  !
 1992.3!                           +  *       !!          .   .  0.          !
 1992.4!                     *       +        !!       0  .   .   .          !
 1993.1!                     *+               !!          .  0.   .          !
 1993.2!                     +  *             !!          .   .  0.          !
 1993.3!                        +*            !!          .   .0  .          !
 1993.4!                        *+            !!          .  0.   .          !
 1994.1!                        +  *          !!          .   .  0.          !
 1994.2!                          +*          !!          .   .0  .          !
 1994.3!                      *   +           !!          .0  .   .          !
 1994.4!                       + *            !!          .   . 0 .          !
 1995.1!                         + *          !!          .   . 0 .          !
 1995.2!                     *     +          !!         0.   .   .          !
 1995.3!                     *+               !!          .  0.   .          !
 1995.4!                     +  *             !!          .   . 0 .          !
 1996.1!                        +*            !!          .   0   .          !
 1996.2!                         +  *         !!          .   .  0.          !
 1996.3!                        *   +         !!          .0  .   .          !
 1996.4!                        +  *          !!          .   .  0.          !
 1997.1!                           + *        !!          .   . 0 .          !
 1997.2!                            +*        !!          .   .0  .          !
 1997.3!                            + *       !!          .   . 0 .          !
 1997.4!                             +        !!          .   0   .          !
 1998.1!                            *+        !!          .   0   .          !
 1998.2!                            +  *      !!          .   .  0.          !
 1998.3!                              + *     !!          .   .0  .          !
 1998.4!                              *+      !!          .   0   .          !
 1999.1!                          *   +       !!          .0  .   .          !
 1999.2!                          +  *        !!          .   .  0.          !
 1999.3!                            + *       !!          .   . 0 .          !
 1999.4!                             +  *     !!          .   . 0 .          !
 2000.1!                               +*     !!          .   . 0 .          !
 2000.2!                             * +      !!          . 0 .   .          !
 2000.3!                            +  *      !!          .   . 0 .          !
 2000.4!                              +   *   !!          .   .   0          !
 2001.1!                                 +*   !!          .   .0  .          !
 2001.2!                                +*    !!          .   .0  .          !
 2001.3!                                +  *  !!          .   . 0 .          !
 2001.4!                                 +*   !!          .   .0  .          !
 2002.1!                                 +*   !!          .   .0  .          !
 2002.2!                                + *   !!          .   . 0 .          !
 2002.3!                                *+    !!          .   0   .          !
 2002.4!                               + *    !!          .   .0  .          !
 2003.1!                               +*     !!          .   .0  .          !
 2003.2!                               +    * !!          .   .   0          !
 2003.3!                                  +*  !!          .   .0  .          !
 2003.4!                                 + *  !!          .   . 0 .          !
 2004.1!                                  + * !!          .   . 0 .          !
 2004.2!                                  +*  !!          .   .0  .          !
 2004.3!                                  +   !!          .   0   .          !
 2004.4!                                +     *!          .   .   .0         !
 2005.1!                                   *+ !!          .  0.   .          !
 2005.2!                                 +    !!          .  0.   .          !
 2005.3!                               + *    !!          .   .0  .          !
 2005.4!                               +   *  !!          .   .  0.          !
 2006.1!                               * +    !!          . 0 .   .          !
 2006.2!                              +*      !!          .   .0  .          !
 2006.3!                              +       !!          .   .0  .          !
 2006.4!                              +   *   !!          .   .   0          !
 2007.1!                                +     !!          .   0   .          !
 2007.2!                               +*     !!          .   .0  .          !
 2007.3!                               +      !!          .   0   .          !
 2007.4!                              +    *  !!          .   .   .0         !
 2008.1!                                  +   *!          .   .   0          !
 2008.2!                                    +*!!          .   .0  .          !
 2008.3!                                  *+  !!          .  0.   .          !
 2008.4!                              * +     !!          . 0 .   .          !
 2009.1!                             + *      !!          .   . 0 .          !
 2009.2!                              +       !!          .   0   .          !
 2009.3!                             +  *     !!          .   . 0 .          !
 2009.4!                               + *    !!          .   . 0 .          !
 2010.1!                                +*    !!          .   .0  .          !
 2010.2!                              * +     !!          .  0.   .          !
 2010.3!                             +        !!          .   0   .          !
 2010.4!                            +    *    !!          .   .   0          !
 2011.1!                              * +     !!          . 0 .   .          !
 2011.2!                           * +        !!          .  0.   .          !
 2011.3!                           +*         !!          .   .0  .          !
 2011.4!                            +  *      !!          .   . 0 .          !
 2012.1!                              +  *    !!          .   .  0.          !
 2012.2!                              *+      !!          .  0.   .          !
 2012.3!                             +        !!          .   0   .          !
 2012.4!                            +   *     !!          .   .  0.          !


     21.28 percent of the residuals exceed 1 SE
      7.45 percent of the residuals exceed 2 SE
@@EQ 2040 LAAKEBR C LAKEBR(-1) PKEBR;SMPL 2005.3 2012.4;OLS;EST 2040 PLOT=0;EN
@EQ  2041 LAABABR C LABABR(-1) PBABR;SMPL 1986.2 2012.4;OLS;EST 2041 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKBR=HKPX$/BRPMM;                                                      
 GENR LAAHKBR=LOG(AAHKBR+.00001);                                             
 GENR LAHKBR=LOG(AHKBR+.00001);                                               
 LHS AAHKBR=EXP(LAAHKBR)-.00001;                                              
  EQ 2042 LAAHKBR C LAHKBR(-1) PHKBR;                                         
EQUATION 1271  LAAHKBR  
   RHS     C  LAHKBR(-1)  PHKBR  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST 1271 PLOT=0;END;                                                     

Equation number = 1271
**********************

Dependent variable = LAAHKBR 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -5.977986238

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.134591208       0.077499048  -1.73668     1.000000
14222 LAHKBR  ( -1)       0.953863671       0.021073711  45.26320    -6.000339
14220 PHKBR   (  0)      -0.062494040       0.040901173  -1.52793     1.918424

SE of equation            =     0.234332008
Sum of squared residuals  =  9.60951077      -0.576116932E-11
Average absolute error    =     0.167132375
Sum of ABS residuals      =  29.7495628    
R squared                 =   0.97534
Durbin-Watson statistic   =   2.35734
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3*+                                     !!          .  0.   .          !
 1968.4*+                                     !!          .  0.   .          !
 1969.1+     *                                !!          .   .   .      0   !
 1969.2!    *+                                !!          .  0.   .          !
 1969.3!     +                                !!          .   .0  .          !
 1969.4!     +                                !!          .  0.   .          !
 1970.1!     +  *                             !!          .   .   . 0        !
 1970.2!       *+                             !!          . 0 .   .          !
 1970.3!      *+                              !!          .  0.   .          !
 1970.4!     * +                              !!          .0  .   .          !
 1971.1!      +*                              !!          .   .   0          !
 1971.2!        +                             !!          .   .0  .          !
 1971.3!       *+                             !!          . 0 .   .          !
 1971.4!       +                              !!          .  0.   .          !
 1972.1!       + *                            !!          .   .   .0         !
 1972.2!        *+                            !!          . 0 .   .          !
 1972.3!        +                             !!          .  0.   .          !
 1972.4!        +                             !!          .  0.   .          !
 1973.1!        +   *                         !!          .   .   .   0      !
 1973.2!          * +                         !!          . 0 .   .          !
 1973.3!          +*                          !!          .   .0  .          !
 1973.4!        * +                           !!          0   .   .          !
 1974.1!        +  *                          !!          .   .   .  0       !
 1974.2!      *    +                          !!    0     .   .   .          !
 1974.3!      +                               !!          .   0   .          !
 1974.4!     * +                              !!          .0  .   .          !
 1975.1!      +  *                            !!          .   .   . 0        !
 1975.2!       *  +                           !!         0.   .   .          !
 1975.3!       *+                             !!          . 0 .   .          !
 1975.4!       *+                             !!          .  0.   .          !
 1976.1!        +*                            !!          .   . 0 .          !
 1976.2!      *  +                            !!       0  .   .   .          !
 1976.3!     *+                               !!          .0  .   .          !
 1976.4!     *+                               !!          .  0.   .          !
 1977.1!    * +                               !!          0   .   .          !
 1977.2!     +    *                           !!          .   .   .      0   !
 1977.3!         * +                          !!         0.   .   .          !
 1977.4!         +*                           !!          .   .0  .          !
 1978.1!        * +                           !!          .0  .   .          !
 1978.2!         +  *                         !!          .   .   .0         !
 1978.3!         *  +                         !!       0  .   .   .          !
 1978.4!         +   *                        !!          .   .   .    0     !
 1979.1!            * +                       !!          0   .   .          !
 1979.2!           * +                        !!          0   .   .          !
 1979.3!         * +                          !!          0   .   .          !
 1979.4!          +                           !!          .   .0  .          !
 1980.1!           +                          !!          .   0   .          !
 1980.2!         *  +                         !!        0 .   .   .          !
 1980.3!          + *                         !!          .   .   0          !
 1980.4!           *+                         !!          0   .   .          !
 1981.1!          *+                          !!          . 0 .   .          !
 1981.2!        *  +                          !!        0 .   .   .          !
 1981.3!        +*                            !!          .   . 0 .          !
 1981.4!         *+                           !!          . 0 .   .          !
 1982.1!         +                            !!          .   0   .          !
 1982.2!       * +                            !!          0   .   .          !
 1982.3!      * +                             !!          .0  .   .          !
 1982.4!       +  *                           !!          .   .   .0         !
 1983.1!          +                           !!          .  0.   .          !
 1983.2!       *  +                           !!       0  .   .   .          !
 1983.3!        +*                            !!          .   .   0          !
 1983.4!          +  *                        !!          .   .   . 0        !
 1984.1!             +                        !!          .   .0  .          !
 1984.2!       *      +                       !0          .   .   .          !
 1984.3!       +*                             !!          .   . 0 .          !
 1984.4!     *   +                            !!     0    .   .   .          !
 1985.1!      +                               !!          .   .0  .          !
 1985.2!       +    *                         !!          .   .   .       0  !
 1985.3!            *+                        !!          . 0 .   .          !
 1985.4!           *+                         !!          .0  .   .          !
 1986.1!            +*                        !!          .   . 0 .          !
 1986.2!             +*                       !!          .   . 0 .          !
 1986.3!               + *                    !!          .   .   .0         !
 1986.4!                 +*                   !!          .   0   .          !
 1987.1!               *  +                   !!        0 .   .   .          !
 1987.2!               +                      !!          . 0 .   .          !
 1987.3!          *    +                      !!   0      .   .   .          !
 1987.4!          +                           !!          .  0.   .          !
 1988.1!           +                          !!          .   0   .          !
 1988.2!           +   *                      !!          .   .   .  0       !
 1988.3!            *  +                      !!        0 .   .   .          !
 1988.4!             +  *                     !!          .   .   .  0       !
 1989.1!                 +                    !!          .   0   .          !
 1989.2!                 +  *                 !!          .   .   . 0        !
 1989.3!                    +*                !!          .   .  0.          !
 1989.4!                     +                !!          .  0.   .          !
 1990.1!                    *+                !!          . 0 .   .          !
 1990.2!                     +*               !!          .   .  0.          !
 1990.3!                      +               !!          .   0   .          !
 1990.4!                       + *            !!          .   .   .0         !
 1991.1!                         +            !!          .   0   .          !
 1991.2!                         +            !!          .   .0  .          !
 1991.3!                         +            !!          .  0.   .          !
 1991.4!                        *+            !!          . 0 .   .          !
 1992.1!                    *   +             !!    0     .   .   .          !
 1992.2!                   + *                !!          .   .  0.          !
 1992.3!                     +   *            !!          .   .   .    0     !
 1992.4!                          +*          !!          .   .  0.          !
 1993.1!                           +  *       !!          .   .   . 0        !
 1993.2!                              +*      !!          .   . 0 .          !
 1993.3!                               +      !!          .   .0  .          !
 1993.4!                               +      !!          .   0   .          !
 1994.1!                               +*     !!          .   . 0 .          !
 1994.2!                                +*    !!          .   . 0 .          !
 1994.3!                                 +    !!          .   .0  .          !
 1994.4!                                 + *  !!          .   .   0          !
 1995.1!                                   +  *!          .   .   .  0       !
 1995.2!                                      +!          .   .0  .          !
 1995.3!                                     *+!          .  0.   .          !
 1995.4!                                   * +!!          .0  .   .          !
 1996.1!                                   +* !!          .   .  0.          !
 1996.2!                                    + !!          .   0   .          !
 1996.3!                                    +*!!          .   . 0 .          !
 1996.4!                                     +!!          .   . 0 .          !
 1997.1!                                     +!!          .  0.   .          !
 1997.2!                                    + !!          .  0.   .          !
 1997.3!                                  * + !!          0   .   .          !
 1997.4!                                  +   !!          .   0   .          !
 1998.1!                                 +    !!          . 0 .   .          !
 1998.2!                                *+    !!          .   0   .          !
 1998.3!                                +     !!          .  0.   .          !
 1998.4!                                +*    !!          .   .  0.          !
 1999.1!                               * +    !!          .0  .   .          !
 1999.2!                             * +      !!         0.   .   .          !
 1999.3!                             +*       !!          .   . 0 .          !
 1999.4!                              + *     !!          .   .   0          !
 2000.1!                                +     !!          .   .0  .          !
 2000.2!                                +     !!          .   .0  .          !
 2000.3!                               *+     !!          . 0 .   .          !
 2000.4!                               +*     !!          .   .  0.          !
 2001.1!                                +     !!          .  0.   .          !
 2001.2!                               *+     !!          .   0   .          !
 2001.3!                              *+      !!          . 0 .   .          !
 2001.4!                              + *     !!          .   . 0 .          !
 2002.1!                               +*     !!          .   .0  .          !
 2002.2!                                +     !!          .   .0  .          !
 2002.3!                                +     !!          .  0.   .          !
 2002.4!                                +*    !!          .   .0  .          !
 2003.1!                                 +    !!          .   . 0 .          !
 2003.2!                                 +    !!          . 0 .   .          !
 2003.3!                                +     !!          .  0.   .          !
 2003.4!                                +*    !!          .   . 0 .          !
 2004.1!                                 +*   !!          .   .0  .          !
 2004.2!                                  +   !!          .   .0  .          !
 2004.3!                                  +*  !!          .   .0  .          !
 2004.4!                                   +  !!          .   0   .          !
 2005.1!                                   +  !!          .   0   .          !
 2005.2!                                   +  !!          .   0   .          !
 2005.3!                                  +*  !!          .   .0  .          !
 2005.4!                                   +  !!          .   .0  .          !
 2006.1!                                   +  !!          .   0   .          !
 2006.2!                                   +  !!          .   0   .          !
 2006.3!                                  *+  !!          .0  .   .          !
 2006.4!                                  +*  !!          .   . 0 .          !
 2007.1!                                  *+  !!          .  0.   .          !
 2007.2!                                  +   !!          .   0   .          !
 2007.3!                                  +   !!          .  0.   .          !
 2007.4!                                  +*  !!          .   . 0 .          !
 2008.1!                                  *+  !!          .  0.   .          !
 2008.2!                                  +   !!          .   .0  .          !
 2008.3!                                 * +  !!          .0  .   .          !
 2008.4!                                 +    !!          .   0   .          !
 2009.1!                                *+    !!          .0  .   .          !
 2009.2!                                +     !!          .   0   .          !
 2009.3!                                +     !!          . 0 .   .          !
 2009.4!                                +*    !!          .   .  0.          !
 2010.1!                                 +    !!          .   0   .          !
 2010.2!                                *+    !!          . 0 .   .          !
 2010.3!                                +     !!          .  0.   .          !
 2010.4!                                +     !!          .   .0  .          !
 2011.1!                                 +    !!          .   .0  .          !
 2011.2!                                 +    !!          .  0.   .          !
 2011.3!                                *+    !!          . 0 .   .          !
 2011.4!                                +     !!          .  0.   .          !
 2012.1!                                +*    !!          .   . 0 .          !
 2012.2!                               * +    !!          0   .   .          !
 2012.3!                               +      !!          .  0.   .          !
 2012.4!                               +      !!          .   .0  .          !


     22.47 percent of the residuals exceed 1 SE
      5.62 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIBR=SIPX$/BRPMM;                                                      
 GENR LAASIBR=LOG(AASIBR+.00001);                                             
 GENR LASIBR=LOG(ASIBR+.00001);                                               
 LHS AASIBR=EXP(LAASIBR)-.00001;                                              
  EQ 2043 LAASIBR C LASIBR(-1) PSIBR;                                         
EQUATION 1272  LAASIBR  
   RHS     C  LASIBR(-1)  PSIBR  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST 1272 PLOT=0;END;                                                     

Equation number = 1272
**********************

Dependent variable = LAASIBR 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -5.765880758

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.761554448       0.194506660  -3.91531     1.000000
14225 LASIBR  ( -1)       0.806123874       0.045308025  17.79208    -5.781621
14223 PSIBR   (  0)      -0.175006327       0.059602919  -2.93620     1.963494

SE of equation            =     0.380717454
Sum of squared residuals  =  25.3655114      -0.804245559E-12
Average absolute error    =     0.274312525
Sum of ABS residuals      =  48.8276295    
R squared                 =   0.83505
Durbin-Watson statistic   =   2.51809
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3!          * +                         !!          .  0.   .          !
 1968.4!           *+                         !!          .  0.   .          !
 1969.1!            +                         !!          .  0.   .          !
 1969.2!           * +                        !!          . 0 .   .          !
 1969.3!           * +                        !!          .0  .   .          !
 1969.4!        *   +                         !!         0.   .   .          !
 1970.1!   *      +                           !!      0   .   .   .          !
 1970.2*      +                               !!    0     .   .   .          !
 1970.3*   +                                  !!         0.   .   .          !
 1970.4!  *+                                  !!          .  0.   .          !
 1971.1!      +                               !!          .   .0  .          !
 1971.2!         +*                           !!          .   .0  .          !
 1971.3!           *+                         !!          .  0.   .          !
 1971.4!             +                        !!          .   0   .          !
 1972.1!              +*                      !!          .   0   .          !
 1972.2!             *  +                     !!          0   .   .          !
 1972.3!               + *                    !!          .   . 0 .          !
 1972.4!         *        +                   !!  0       .   .   .          !
 1973.1!           +  *                       !!          .   .  0.          !
 1973.2!                +                     !!          .   0   .          !
 1973.3!                 +  *                 !!          .   .   0          !
 1973.4!                  * +                 !!          0   .   .          !
 1974.1!                  +    *              !!          .   .   .  0       !
 1974.2!                       +              !!          .   0   .          !
 1974.3!                 *     +              !!       0  .   .   .          !
 1974.4!                * +                   !!          .0  .   .          !
 1975.1!               *  +                   !!          0   .   .          !
 1975.2!                +                     !!          .   0   .          !
 1975.3!                 +                    !!          .  0.   .          !
 1975.4!               * +                    !!          .0  .   .          !
 1976.1!                + *                   !!          .   .  0.          !
 1976.2!                   + *                !!          .   .  0.          !
 1976.3!                    *+                !!          . 0 .   .          !
 1976.4!                    +*                !!          .   .0  .          !
 1977.1!                    + *               !!          .   .  0.          !
 1977.2!                      +               !!          .   0   .          !
 1977.3!                     *+               !!          . 0 .   .          !
 1977.4!                     +*               !!          .   . 0 .          !
 1978.1!                      +   *           !!          .   .   .0         !
 1978.2!                     *   +            !!          0   .   .          !
 1978.3!                     +*               !!          .   .0  .          !
 1978.4!                      + *             !!          .   . 0 .          !
 1979.1!                       *+             !!          .   0   .          !
 1979.2!                       + *            !!          .   . 0 .          !
 1979.3!                        +       *     !!          .   .   .     0    !
 1979.4!                          *   +       !!         0.   .   .          !
 1980.1!                     *   +            !!         0.   .   .          !
 1980.2!                     + *              !!          .   . 0 .          !
 1980.3!                       +              !!          .   0   .          !
 1980.4!                   *  +               !!          0   .   .          !
 1981.1!                   +                  !!          .   0   .          !
 1981.2!                   +                  !!          .   .0  .          !
 1981.3!                  +                   !!          .   0   .          !
 1981.4!           *     +                    !!      0   .   .   .          !
 1982.1!            +    *                    !!          .   .   .  0       !
 1982.2!                +                     !!          .   0   .          !
 1982.3!               *+                     !!          . 0 .   .          !
 1982.4!              +  *                    !!          .   .  0.          !
 1983.1!                +                     !!          .   0   .          !
 1983.2!               + *                    !!          .   . 0 .          !
 1983.3!                +   *                 !!          .   .   .0         !
 1983.4!                   +  *               !!          .   .   .0         !
 1984.1!                  *  +                !!          .0  .   .          !
 1984.2!                  +    *              !!          .   .   .  0       !
 1984.3!                      +  *            !!          .   .  0.          !
 1984.4!                       +              !!          .  0.   .          !
 1985.1!                      +*              !!          .   . 0 .          !
 1985.2!                      + *             !!          .   .  0.          !
 1985.3!                     * +              !!          . 0 .   .          !
 1985.4!                    *+                !!          .  0.   .          !
 1986.1!                    + *               !!          .   . 0 .          !
 1986.2!                      + *             !!          .   .  0.          !
 1986.3!                       *+             !!          . 0 .   .          !
 1986.4!                      *+              !!          . 0 .   .          !
 1987.1!                      +*              !!          .   0   .          !
 1987.2!                       +              !!          .   .0  .          !
 1987.3!                       +              !!          .   0   .          !
 1987.4!                       +              !!          .   0   .          !
 1988.1!                       + *            !!          .   .  0.          !
 1988.2!                        + *           !!          .   . 0 .          !
 1988.3!                         + *          !!          .   . 0 .          !
 1988.4!                          +           !!          .   .0  .          !
 1989.1!                        * +           !!          . 0 .   .          !
 1989.2!                       *+             !!          .  0.   .          !
 1989.3!                       +              !!          .  0.   .          !
 1989.4!                       + *            !!          .   .  0.          !
 1990.1!                      *  +            !!          .0  .   .          !
 1990.2!                    *  +              !!          0   .   .          !
 1990.3!                    +*                !!          .   .0  .          !
 1990.4!                    *+                !!          .  0.   .          !
 1991.1!                     + *              !!          .   . 0 .          !
 1991.2!                       + *            !!          .   . 0 .          !
 1991.3!                         +*           !!          .   . 0 .          !
 1991.4!                       *  +           !!          .0  .   .          !
 1992.1!                     * +              !!          .0  .   .          !
 1992.2!                     + *              !!          .   .   0          !
 1992.3!                       +    *         !!          .   .   . 0        !
 1992.4!                            +         !!          .   0   .          !
 1993.1!                         *  +         !!          0   .   .          !
 1993.2!                         +           *!!          .   .   .          0
 1993.3!                           *       +  !!    0     .   .   .          !
 1993.4!                           +          !!          .   0   .          !
 1994.1!                          *+          !!          .  0.   .          !
 1994.2!                          + *         !!          .   . 0 .          !
 1994.3!                           +*         !!          .   .0  .          !
 1994.4!                          * +         !!          . 0 .   .          !
 1995.1!                          + *         !!          .   . 0 .          !
 1995.2!                            +         !!          .   .0  .          !
 1995.3!                            + *       !!          .   .  0.          !
 1995.4!                             +*       !!          .   .0  .          !
 1996.1!                            * +       !!          . 0 .   .          !
 1996.2!                            +         !!          .   .0  .          !
 1996.3!                            +  *      !!          .   .   0          !
 1996.4!                              +*      !!          .   .0  .          !
 1997.1!                              *+      !!          .  0.   .          !
 1997.2!                             +        !!          .   0   .          !
 1997.3!                           * +        !!          .0  .   .          !
 1997.4!                         * +          !!          .0  .   .          !
 1998.1!                         + *          !!          .   .  0.          !
 1998.2!                          * +         !!          . 0 .   .          !
 1998.3!                          +           !!          .   0   .          !
 1998.4!                       *   +          !!         0.   .   .          !
 1999.1!                        +             !!          .   0   .          !
 1999.2!                        *+            !!          .  0.   .          !
 1999.3!                         +   *        !!          .   .   .0         !
 1999.4!                          *  +        !!          0   .   .          !
 2000.1!                          +           !!          .  0.   .          !
 2000.2!                          +*          !!          .   .0  .          !
 2000.3!                          *+          !!          .  0.   .          !
 2000.4!                           +          !!          .   .0  .          !
 2001.1!                          * +         !!          . 0 .   .          !
 2001.2!                          *+          !!          .  0.   .          !
 2001.3!                         *+           !!          . 0 .   .          !
 2001.4!                         +            !!          .   0   .          !
 2002.1!                          +   *       !!          .   .   .0         !
 2002.2!                          *  +        !!         0.   .   .          !
 2002.3!                          +*          !!          .   .0  .          !
 2002.4!                        *   +         !!          0   .   .          !
 2003.1!                         +*           !!          .   .0  .          !
 2003.2!                          *+          !!          .  0.   .          !
 2003.3!                           +*         !!          .   .0  .          !
 2003.4!                           *+         !!          .  0.   .          !
 2004.1!                          * +         !!          . 0 .   .          !
 2004.2!                           +*         !!          .   . 0 .          !
 2004.3!                            + *       !!          .   .  0.          !
 2004.4!                             *+       !!          . 0 .   .          !
 2005.1!                             +  *     !!          .   .  0.          !
 2005.2!                               +*     !!          .   .0  .          !
 2005.3!                                + *   !!          .   .  0.          !
 2005.4!                                  +  *!!          .   .   0          !
 2006.1!                                   +  *!          .   .  0.          !
 2006.2!                                  * + !!          .0  .   .          !
 2006.3!                                 +  * !!          .   .   0          !
 2006.4!                                  *+  !!          .  0.   .          !
 2007.1!                                 +*   !!          .   .0  .          !
 2007.2!                                 *+   !!          .  0.   .          !
 2007.3!                                +   * !!          .   .   .0         !
 2007.4!                                *  +  !!          .0  .   .          !
 2008.1!                                +     !!          .   0   .          !
 2008.2!                               *+     !!          .  0.   .          !
 2008.3!                               +      !!          .   0   .          !
 2008.4!                               +      *!          .   .   .   0      !
 2009.1!                                 *  + !!         0.   .   .          !
 2009.2!                              * +     !!          0   .   .          !
 2009.3!                             *+       !!          . 0 .   .          !
 2009.4!                             +        *!          .   .   .      0   !
 2010.1!                            *       + !!   0      .   .   .          !
 2010.2!                             +        *!          .   .   .       0  !
 2010.3!                            *       + !!    0     .   .   .          !
 2010.4!                            *+        !!          .  0.   .          !
 2011.1!                             + *      !!          .   .  0.          !
 2011.2!                           *   +      !!         0.   .   .          !
 2011.3!                            + *       !!          .   .  0.          !
 2011.4!                              +*      !!          .   . 0 .          !
 2012.1!                            *  +      !!          0   .   .          !
 2012.2!                            +         !!          .   0   .          !
 2012.3!                             +*       !!          .   .0  .          !
 2012.4!                              + *     !!          .   .  0.          !


     21.35 percent of the residuals exceed 1 SE
      6.74 percent of the residuals exceed 2 SE
@@EQ 2044 LAAVIBR C LAVIBR(-1) PVIBR;SMPL 1993.3 2012.4;OLS;EST 2044 PLOT=0;EN
@@EQ 2045 LAANIBR C LANIBR(-1) PNIBR;SMPL 1991.4 2012.4;OLS;EST 2045 PLOT=0;EN
@@EQ 2046 LAAALBR C LAALBR(-1) PALBR;SMPL 1993.3 2012.4;OLS;EST 2046 PLOT=0;EN
@@EQ 2047 LAAIABR C LAIABR(-1) PIABR;SMPL 1986.1 2012.4;OLS;EST 2047 PLOT=0;EN
@@EQ 2048 LAAINBR C LAINBR(-1) PINBR;SMPL 1993.3 2012.4;OLS;EST 2048 PLOT=0;EN
@@EQ 2049 LAAIQBR C LAIQBR(-1) PIQBR;SMPL 2002.2 2012.4;OLS;EST 2049 PLOT=0;EN
@@EQ 2050 LAAKUBR C LAKUBR(-1) PKUBR;SMPL 2010.3 2012.4;OLS;EST 2050 PLOT=0;EN
@@EQ 2051 LAALIBR C LALIBR(-1) PLIBR;SMPL 2013.1 2012.4;OLS;EST 2051 PLOT=0;EN
@@EQ 2052 LAAUABR C LAUABR(-1) PUABR;SMPL 1991.1 2012.4;OLS;EST 2052 PLOT=0;EN
@EQ  2053 LAAUSCE C LAUSCE(-1) PUSCE;SMPL 1966.1 2012.4;OLS;EST 2053 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCACE=CAPX$/CEPMM;                                                      
 GENR LAACACE=LOG(AACACE+.00001);                                             
 GENR LACACE=LOG(ACACE+.00001);                                               
 LHS AACACE=EXP(LAACACE)-.00001;                                              
  EQ 2054 LAACACE C LACACE(-1) PCACE;                                         
EQUATION 1273  LAACACE  
   RHS     C  LACACE(-1)  PCACE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1273 PLOT=0;END;                                                     

Equation number = 1273
**********************

Dependent variable = LAACACE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.035519079

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.707556131       0.270448791  -6.31379     1.000000
14228 LACACE  ( -1)       0.542706161       0.061831616   8.77716    -4.035836
14226 PCACE   (  0)      -0.131167871       0.142455784  -0.92076     1.049721

SE of equation            =     0.283322340
Sum of squared residuals  =  14.8502365      -0.388622468E-11
Average absolute error    =     0.217883564
Sum of ABS residuals      =  40.9621101    
R squared                 =   0.30860
Durbin-Watson statistic   =   2.19746
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!            * +                       !!         .  0 .    .         !
 1966.2!            *  +                      !!         . 0  .    .         !
 1966.3!           *   +                      !!         . 0  .    .         !
 1966.4!               +            *         !!         .    .    .     0   !
 1967.1!                       +    *         !!         .    .  0 .         !
 1967.2!                      * +             !!         .   0.    .         !
 1967.3!                  *  +                !!         .  0 .    .         !
 1967.4!                  +     *             !!         .    .    0         !
 1968.1!                      +      *        !!         .    .    .0        !
 1968.2!                        +*            !!         .    .0   .         !
 1968.3!        *             +               !!   0     .    .    .         !
 1968.4!             +         *              !!         .    .    .  0      !
 1969.1!                 *   +                !!         . 0  .    .         !
 1969.2!                 +                    !!         .   0.    .         !
 1969.3!                 +                 *  !!         .    .    .        0!
 1969.4!                *          +          !!     0   .    .    .         !
 1970.1!                  +        *          !!         .    .    . 0       !
 1970.2!                       +       *      !!         .    .    .0        !
 1970.3!                      *  +            !!         . 0  .    .         !
 1970.4!              *      +                !!         0    .    .         !
 1971.1!                 +*                   !!         .    .0   .         !
 1971.2!                 * +                  !!         .  0 .    .         !
 1971.3!                  +                   !!         .    0    .         !
 1971.4!*                  +                  !0         .    .    .         !
 1972.1!         +    *                       !!         .    .   0.         !
 1972.2*                 +                    !0         .    .    .         !
 1972.3!     *   +                            !!         . 0  .    .         !
 1972.4!            +                         !!         .    0    .         !
 1973.1!                +       *             !!         .    .    . 0       !
 1973.2!                      +     *         !!         .    .   0.         !
 1973.3!                *       +             !!       0 .    .    .         !
 1973.4!                  +          *        !!         .    .    .   0     !
 1974.1!                         +            !!         .    .0   .         !
 1974.2!              *        +              !!       0 .    .    .         !
 1974.3!                +      *              !!         .    .    .0        !
 1974.4!                     +                !!         .    0    .         !
 1975.1!                    *+                !!         .    0    .         !
 1975.2!                    +    *            !!         .    .   0.         !
 1975.3!                     * +              !!         .   0.    .         !
 1975.4!                    +                 !!         .   0.    .         !
 1976.1!           *        +                 !!       0 .    .    .         !
 1976.2!         *     +                      !!         .0   .    .         !
 1976.3!      *       +                       !!       0 .    .    .         !
 1976.4!            +*                        !!         .    0    .         !
 1977.1!                + *                   !!         .    . 0  .         !
 1977.2!                   +  *               !!         .    . 0  .         !
 1977.3!                     +   *            !!         .    .  0 .         !
 1977.4!                     * +              !!         .  0 .    .         !
 1978.1!                     +  *             !!         .    . 0  .         !
 1978.2!                      +        *      !!         .    .    .  0      !
 1978.3!                     *     +          !!         0    .    .         !
 1978.4!                     +     *          !!         .    .    0         !
 1979.1!                        +           * !!         .    .    .    0    !
 1979.2!                           * +        !!         .  0 .    .         !
 1979.3!                        +      *      !!         .    .    0         !
 1979.4!                          + *         !!         .    .0   .         !
 1980.1!                      *  +            !!         .  0 .    .         !
 1980.2!                      +*              !!         .    .0   .         !
 1980.3!                      +           *   !!         .    .    .    0    !
 1980.4!                            +    *    !!         .    .   0.         !
 1981.1!                        *   +         !!         . 0  .    .         !
 1981.2!                    * +               !!         .  0 .    .         !
 1981.3!                    + *               !!         .    . 0  .         !
 1981.4!                     +     *          !!         .    .    0         !
 1982.1!                       *+             !!         .   0.    .         !
 1982.2!                      + *             !!         .    . 0  .         !
 1982.3!                      +*              !!         .    0    .         !
 1982.4!                *    +                !!         0    .    .         !
 1983.1!                  +    *              !!         .    .   0.         !
 1983.2!                      +      *        !!         .    .    .0        !
 1983.3!                         +   *        !!         .    .  0 .         !
 1983.4!                         +*           !!         .    .0   .         !
 1984.1!                       + *            !!         .    . 0  .         !
 1984.2!                       +   *          !!         .    .  0 .         !
 1984.3!                      * +             !!         .   0.    .         !
 1984.4!                    *+                !!         .   0.    .         !
 1985.1!                    +      *          !!         .    .    .0        !
 1985.2!                     *  +             !!         .  0 .    .         !
 1985.3!                    +     *           !!         .    .    0         !
 1985.4!                        +*            !!         .    .0   .         !
 1986.1!                       +    *         !!         .    .   0.         !
 1986.2!                        *+            !!         .    0    .         !
 1986.3!                       +  *           !!         .    . 0  .         !
 1986.4!                        + *           !!         .    . 0  .         !
 1987.1!                        +     *       !!         .    .    0         !
 1987.2!                         *+           !!         .   0.    .         !
 1987.3!                       +              !!         .    0    .         !
 1987.4!                      +     *         !!         .    .   0.         !
 1988.1!                         +     *      !!         .    .    0         !
 1988.2!                          +   *       !!         .    .  0 .         !
 1988.3!                          +  *        !!         .    . 0  .         !
 1988.4!                         +   *        !!         .    .  0 .         !
 1989.1!                    *    +            !!         0    .    .         !
 1989.2!                   *+                 !!         .   0.    .         !
 1989.3!                    +                 !!         .    0    .         !
 1989.4!                    + *               !!         .    .0   .         !
 1990.1!                      +   *           !!         .    .  0 .         !
 1990.2!                        +   *         !!         .    .  0 .         !
 1990.3!                         +            *!         .    .    .     0   !
 1990.4!                              +       !!         .    0    .         !
 1991.1!                       *  +           !!         . 0  .    .         !
 1991.2!                     *+               !!         .   0.    .         !
 1991.3!                     +    *           !!         .    .   0.         !
 1991.4!                        + *           !!         .    . 0  .         !
 1992.1!              *         +             !!      0  .    .    .         !
 1992.2!              *  +                    !!         . 0  .    .         !
 1992.3!                  +      *            !!         .    .    .0        !
 1992.4!                    *  +              !!         .  0 .    .         !
 1993.1!                     +                !!         .    0    .         !
 1993.2!                     +                !!         .    0    .         !
 1993.3!                    *+                !!         .    0    .         !
 1993.4!                     +                !!         .    0    .         !
 1994.1!                   * +                !!         .  0 .    .         !
 1994.2!                    +       *         !!         .    .    . 0       !
 1994.3!                         +            !!         .    0    .         !
 1994.4!                        +        *    !!         .    .    .  0      !
 1995.1!                            +         !!         .    0    .         !
 1995.2!                         + *          !!         .    .0   .         !
 1995.3!                        +             !!         .    0    .         !
 1995.4!                       +   *          !!         .    .  0 .         !
 1996.1!                        +             !!         .   0.    .         !
 1996.2!                       +   *          !!         .    .   0.         !
 1996.3!             *           +            !!    0    .    .    .         !
 1996.4!                 +                    !!         .    0    .         !
 1997.1!                   +    *             !!         .    .   0.         !
 1997.2!                 *     +              !!         0    .    .         !
 1997.3!                   +     *            !!         .    .    0         !
 1997.4!                *       +             !!        0.    .    .         !
 1998.1!                  *+                  !!         .    0    .         !
 1998.2!               *    +                 !!         .0   .    .         !
 1998.3!                  +    *              !!         .    .   0.         !
 1998.4!                   *  +               !!         .  0 .    .         !
 1999.1!                    +      *          !!         .    .    0         !
 1999.2!                        + *           !!         .    . 0  .         !
 1999.3!                   *    +             !!         .0   .    .         !
 1999.4!               *    +                 !!         .0   .    .         !
 2000.1!                  +     *             !!         .    .    0         !
 2000.2!                       +*             !!         .    . 0  .         !
 2000.3!                       + *            !!         .    . 0  .         !
 2000.4!                      * +             !!         .   0.    .         !
 2001.1!                      +               !!         .    0    .         !
 2001.2!                    *+                !!         .   0.    .         !
 2001.3!           *         +                !!      0  .    .    .         !
 2001.4!                +   *                 !!         .    .   0.         !
 2002.1!              *      +                !!        0.    .    .         !
 2002.2!                *+                    !!         .   0.    .         !
 2002.3!       *          +                   !!     0   .    .    .         !
 2002.4!              +     *                 !!         .    .    0         !
 2003.1!                *   +                 !!         .0   .    .         !
 2003.2!                 *+                   !!         .   0.    .         !
 2003.3!              *    +                  !!         . 0  .    .         !
 2003.4!                 + *                  !!         .    .0   .         !
 2004.1!                  * +                 !!         .  0 .    .         !
 2004.2!             *     +                  !!        0.    .    .         !
 2004.3!                +*                    !!         .    0    .         !
 2004.4!               *  +                   !!         . 0  .    .         !
 2005.1!                 *+                   !!         .    0    .         !
 2005.2!                *  +                  !!         . 0  .    .         !
 2005.3!            *     +                   !!         0    .    .         !
 2005.4!            *   +                     !!         .0   .    .         !
 2006.1!                +  *                  !!         .    .  0 .         !
 2006.2!              *     +                 !!         0    .    .         !
 2006.3!            *    +                    !!         .0   .    .         !
 2006.4!            *   +                     !!         .0   .    .         !
 2007.1!                +      *              !!         .    .    .0        !
 2007.2!                      +               !!         .    0    .         !
 2007.3!                      +*              !!         .    .0   .         !
 2007.4!             *        +               !!       0 .    .    .         !
 2008.1!             *   +                    !!         . 0  .    .         !
 2008.2!              *  +                    !!         .  0 .    .         !
 2008.3!             *   +                    !!         . 0  .    .         !
 2008.4!                 +  *                 !!         .    .  0 .         !
 2009.1!                    + *               !!         .    .0   .         !
 2009.2!                    * +               !!         .  0 .    .         !
 2009.3!                    +*                !!         .    0    .         !
 2009.4!               *     +                !!         .0   .    .         !
 2010.1!           *      +                   !!         0    .    .         !
 2010.2!             * +                      !!         .  0 .    .         !
 2010.3!       *         +                    !!      0  .    .    .         !
 2010.4!             + *                      !!         .    . 0  .         !
 2011.1!           *      +                   !!        0.    .    .         !
 2011.2!              *+                      !!         .   0.    .         !
 2011.3!         *       +                    !!        0.    .    .         !
 2011.4!              +     *                 !!         .    .    0         !
 2012.1!              *     +                 !!         0    .    .         !
 2012.2!          *      +                    !!        0.    .    .         !
 2012.3!             * +                      !!         .  0 .    .         !
 2012.4!          *      +                    !!        0.    .    .         !


     31.38 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJACE=JAPX$/CEPMM;                                                      
 GENR LAAJACE=LOG(AAJACE+.00001);                                             
 GENR LAJACE=LOG(AJACE+.00001);                                               
 LHS AAJACE=EXP(LAAJACE)-.00001;                                              
  EQ 2055 LAAJACE C LAJACE(-1) PJACE;                                         
EQUATION 1274  LAAJACE  
   RHS     C  LAJACE(-1)  PJACE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1274 PLOT=0;END;                                                     

Equation number = 1274
**********************

Dependent variable = LAAJACE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.169909038

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.294564799       0.123648717  -2.38227     1.000000
14231 LAJACE  ( -1)       0.832677823       0.040207831  20.70934    -3.168461
14229 PJACE   (  0)      -0.173419000       0.080534493  -2.15335     1.366844

SE of equation            =     0.298132555
Sum of squared residuals  =  16.4433588      -0.282085466E-11
Average absolute error    =     0.219729726
Sum of ABS residuals      =  41.3091884    
R squared                 =   0.77050
Durbin-Watson statistic   =   2.27746
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                 *     +              !!         0 .  .  .           !
 1966.2!                 +  *                 !!           .  . 0.           !
 1966.3! *                 +                  !0           .  .  .           !
 1966.4!  *+                                  !!           . 0.  .           !
 1967.1*    +                                 !!          0.  .  .           !
 1967.2!  +                                   !!           .  0  .           !
 1967.3!    +  *                              !!           .  . 0.           !
 1967.4!      * +                             !!           .0 .  .           !
 1968.1!   *   +                              !!           0  .  .           !
 1968.2! *   +                                !!           0  .  .           !
 1968.3! * +                                  !!           .0 .  .           !
 1968.4!    +                                 !!           .  0  .           !
 1969.1!     + *                              !!           .  .0 .           !
 1969.2!        + *                           !!           .  . 0.           !
 1969.3!          +*                          !!           .  0  .           !
 1969.4!           +                          !!           .  0  .           !
 1970.1!            +*                        !!           .  . 0.           !
 1970.2!              + *                     !!           .  .0 .           !
 1970.3!              * +                     !!           . 0.  .           !
 1970.4!               +*                     !!           .  .0 .           !
 1971.1!             *   +                    !!           0  .  .           !
 1971.2!              +           *           !!           .  .  .      0    !
 1971.3!                *        +            !!       0   .  .  .           !
 1971.4!                 +*                   !!           .  .0 .           !
 1972.1!               *  +                   !!           .0 .  .           !
 1972.2!          *     +                     !!         0 .  .  .           !
 1972.3!           +    *                     !!           .  .  .0          !
 1972.4!                +                     !!           . 0.  .           !
 1973.1!               *+                     !!           . 0.  .           !
 1973.2!               + *                    !!           .  . 0.           !
 1973.3!          *      +                    !!        0  .  .  .           !
 1973.4!           +*                         !!           .  .0 .           !
 1974.1!            *+                        !!           .  0  .           !
 1974.2!          *  +                        !!           .0 .  .           !
 1974.3!           +  *                       !!           .  . 0.           !
 1974.4!               +    *                 !!           .  .  . 0         !
 1975.1!                    +     *           !!           .  .  . 0         !
 1975.2!                  *      +            !!        0  .  .  .           !
 1975.3!            *      +                  !!         0 .  .  .           !
 1975.4!              +                *      !!           .  .  .          0!
 1976.1!                           * +        !!           .0 .  .           !
 1976.2!                     *    +           !!         0 .  .  .           !
 1976.3!                     +*               !!           .  .0 .           !
 1976.4!                      +*              !!           .  .0 .           !
 1977.1!                       +    *         !!           .  .  .0          !
 1977.2!                           + *        !!           .  . 0.           !
 1977.3!                           +      *   !!           .  .  . 0         !
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 1978.1!                                +     !!           . 0.  .           !
 1978.2!                              + *     !!           .  . 0.           !
 1978.3!                          *   +       !!           0  .  .           !
 1978.4!                        *+            !!           . 0.  .           !
 1979.1!                        +             !!           .  0  .           !
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 1979.3!                            +*        !!           .  .0 .           !
 1979.4!                            +*        !!           .  .0 .           !
 1980.1!                            +  *      !!           .  .  0           !
 1980.2!                              +   *   !!           .  .  0           !
 1980.3!                                 +*   !!           .  .0 .           !
 1980.4!                                +    *!!           .  .  .0          !
 1981.1!                                   +  *!           .  . 0.           !
 1981.2!                                   +  *!           .  . 0.           !
 1981.3!                                *   + !!           0  .  .           !
 1981.4!                              +*      !!           .  .0 .           !
 1982.1!                              +       !!           .  0  .           !
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 1982.3!                       *     +        !!         0 .  .  .           !
 1982.4!                       +   *          !!           .  .  .0          !
 1983.1!                         * +          !!           .0 .  .           !
 1983.2!                     *   +            !!          0.  .  .           !
 1983.3!                     + *              !!           .  . 0.           !
 1983.4!                       +     *        !!           .  .  .  0        !
 1984.1!                            +   *     !!           .  .  0           !
 1984.2!                               +      !!           .  0  .           !
 1984.3!                             *+       !!           .  0  .           !
 1984.4!                            +  *      !!           .  .  0           !
 1985.1!                        *     +       !!         0 .  .  .           !
 1985.2!                      * +             !!           . 0.  .           !
 1985.3!                      +   *           !!           .  .  0           !
 1985.4!                          +  *        !!           .  .  0           !
 1986.1!                            + *       !!           .  .0 .           !
 1986.2!                            +*        !!           .  .0 .           !
 1986.3!                          * +         !!           .0 .  .           !
 1986.4!                         +      *     !!           .  .  . 0         !
 1987.1!                             *+       !!           . 0.  .           !
 1987.2!                           +   *      !!           .  .  0           !
 1987.3!                             +        !!           .  0  .           !
 1987.4!                           + *        !!           .  .0 .           !
 1988.1!                      *    +          !!          0.  .  .           !
 1988.2!                      + *             !!           .  . 0.           !
 1988.3!                        +*            !!           .  .0 .           !
 1988.4!                        +      *      !!           .  .  .  0        !
 1989.1!                             + *      !!           .  . 0.           !
 1989.2!                            * +       !!           . 0.  .           !
 1989.3!                           + *        !!           .  . 0.           !
 1989.4!                            +    *    !!           .  .  .0          !
 1990.1!                            *  +      !!           0  .  .           !
 1990.2!                          *+          !!           .  0  .           !
 1990.3!                          +*          !!           .  .0 .           !
 1990.4!                           + *        !!           .  . 0.           !
 1991.1!                          * +         !!           .0 .  .           !
 1991.2!                         +  *         !!           .  .  0           !
 1991.3!                           + *        !!           .  .0 .           !
 1991.4!                            +    *    !!           .  .  .0          !
 1992.1!                               +      !!           .  0  .           !
 1992.2!                              +*      !!           .  . 0.           !
 1992.3!                              +       !!           .  0  .           !
 1992.4!                            +  *      !!           .  . 0.           !
 1993.1!                            *+        !!           . 0.  .           !
 1993.2!                           + *        !!           .  . 0.           !
 1993.3!                       *   +          !!           0  .  .           !
 1993.4!                       +  *           !!           .  .  0           !
 1994.1!                         +   *        !!           .  .  .0          !
 1994.2!                            +         !!           .  0  .           !
 1994.3!                           +          !!           .  0  .           !
 1994.4!                          +           !!           .  0  .           !
 1995.1!                        *+            !!           . 0.  .           !
 1995.2!                       +              !!           .  0  .           !
 1995.3!                     * +              !!           .0 .  .           !
 1995.4!                     +     *          !!           .  .  . 0         !
 1996.1!                         *+           !!           . 0.  .           !
 1996.2!                       *+             !!           . 0.  .           !
 1996.3!                     * +              !!           .0 .  .           !
 1996.4!                     + *              !!           .  . 0.           !
 1997.1!                       +              !!           .  0  .           !
 1997.2!                       +*             !!           .  .0 .           !
 1997.3!                       *+             !!           . 0.  .           !
 1997.4!                        +    *        !!           .  .  . 0         !
 1998.1!                          *  +        !!           .0 .  .           !
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 1998.3!                      * +             !!           .0 .  .           !
 1998.4!                      + *             !!           .  .0 .           !
 1999.1!                      * +             !!           . 0.  .           !
 1999.2!                  *   +               !!           0  .  .           !
 1999.3!                  *+                  !!           . 0.  .           !
 1999.4!                   + *                !!           .  . 0.           !
 2000.1!                     +*               !!           .  0  .           !
 2000.2!                    * +               !!           .0 .  .           !
 2000.3!                   *+                 !!           . 0.  .           !
 2000.4!                   *+                 !!           . 0.  .           !
 2001.1!                *   +                 !!           0  .  .           !
 2001.2!                 +                    !!           .  0  .           !
 2001.3!               *  +                   !!           0  .  .           !
 2001.4!                +  *                  !!           .  . 0.           !
 2002.1!                  * +                 !!           . 0.  .           !
 2002.2!                   +                  !!           . 0.  .           !
 2002.3!                *   +                 !!           0  .  .           !
 2002.4!                  +  *                !!           .  . 0.           !
 2003.1!                  *  +                !!           0  .  .           !
 2003.2!                   +                  !!           .  0  .           !
 2003.3!                 *  +                 !!           .0 .  .           !
 2003.4!                   +  *               !!           .  .  0           !
 2004.1!                    *  +              !!           0  .  .           !
 2004.2!                   * +                !!           . 0.  .           !
 2004.3!                 *   +                !!           0  .  .           !
 2004.4!                   + *                !!           .  . 0.           !
 2005.1!                     *+               !!           . 0.  .           !
 2005.2!                   *  +               !!           0  .  .           !
 2005.3!                 *  +                 !!           .0 .  .           !
 2005.4!                   +   *              !!           .  .  0           !
 2006.1!                    *  +              !!           0  .  .           !
 2006.2!                     *+               !!           . 0.  .           !
 2006.3!                    * +               !!           . 0.  .           !
 2006.4!                      +               !!           .  0  .           !
 2007.1!                      *+              !!           . 0.  .           !
 2007.2!                       +              !!           . 0.  .           !
 2007.3!                    *   +             !!           0  .  .           !
 2007.4!                      +     *         !!           .  .  . 0         !
 2008.1!                            +         !!           .  0  .           !
 2008.2!                            +*        !!           .  .0 .           !
 2008.3!                           * +        !!           .0 .  .           !
 2008.4!                           + *        !!           .  . 0.           !
 2009.1!                    *        +        !!       0   .  .  .           !
 2009.2!                   * +                !!           .0 .  .           !
 2009.3!                    + *               !!           .  .0 .           !
 2009.4!                       + *            !!           .  . 0.           !
 2010.1!                          +           !!           .  0  .           !
 2010.2!                          +*          !!           .  .0 .           !
 2010.3!                          *+          !!           . 0.  .           !
 2010.4!                          +  *        !!           .  .  0           !
 2011.1!                           * +        !!           . 0.  .           !
 2011.2!                    *       +         !!        0  .  .  .           !
 2011.3!                     *+               !!           . 0.  .           !
 2011.4!                    * +               !!           . 0.  .           !
 2012.1!                  *   +               !!           0  .  .           !
 2012.2!                    +*                !!           .  . 0.           !
 2012.3!                  *    +              !!          0.  .  .           !
 2012.4!                    +*                !!           .  .0 .           !


     23.94 percent of the residuals exceed 1 SE
      2.66 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUCE=AUPX$/CEPMM;                                                      
 GENR LAAAUCE=LOG(AAAUCE+.00001);                                             
 GENR LAAUCE=LOG(AAUCE+.00001);                                               
 LHS AAAUCE=EXP(LAAAUCE)-.00001;                                              
  EQ 2056 LAAAUCE C LAAUCE(-1) PAUCE;                                         
EQUATION 1275  LAAAUCE  
   RHS     C  LAAUCE(-1)  PAUCE  
 SMPL 1973.2 2012.4;                                                          
Sample period is now  1973.2 to  2012.4 Internally:    86 to   244
 OLS;EST 1275 PLOT=0;END;                                                     

Equation number = 1275
**********************

Dependent variable = LAAAUCE 

 1973.2 -   2012.4,    0 missing obs.,  159 obs. used.

Mean of dependent variable       -5.720567792

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.140553385       0.407865173  -5.24819     1.000000
14234 LAAUCE  ( -1)       0.478378766       0.066850365   7.15596    -5.726457
14232 PAUCE   (  0)      -0.838598142       0.289226912  -2.89945     1.002386

SE of equation            =     0.320097649
Sum of squared residuals  =  15.9841508       0.208117967E-10
Average absolute error    =     0.246184038
Sum of ABS residuals      =  39.1432620    
R squared                 =   0.33461
Durbin-Watson statistic   =   2.10012
SMPL and No. Obs.         = 1973.2   2012.4    159

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.2!        +            *                !!          .   .   .     0    !
 1973.3!  *              +                    !!   0      .   .   .          !
 1973.4!  *      +                            !!         0.   .   .          !
 1974.1!           +     *                    !!          .   .   0          !
 1974.2!     *          +                     !!      0   .   .   .          !
 1974.3!           +*                         !!          .   .0  .          !
 1974.4!              +    *                  !!          .   .   0          !
 1975.1!               * +                    !!          .  0.   .          !
 1975.2!                 +        *           !!          .   .   . 0        !
 1975.3!                      +              *!!          .   .   .     0    !
 1975.4!                   *        +         !!       0  .   .   .          !
 1976.1*                    +                 !0          .   .   .          !
 1976.2!*         +                           !!       0  .   .   .          !
 1976.3! *        +                           !!        0 .   .   .          !
 1976.4!   *      +                           !!         0.   .   .          !
 1977.1!         *+                           !!          .  0.   .          !
 1977.2!         *    +                       !!          .0  .   .          !
 1977.3!           * +                        !!          . 0 .   .          !
 1977.4!             *+                       !!          .  0.   .          !
 1978.1!       *       +                      !!         0.   .   .          !
 1978.2!            +               *         !!          .   .   .       0  !
 1978.3!                 *    +               !!          0   .   .          !
 1978.4!                 +             *      !!          .   .   .     0    !
 1979.1!                       +             *!!          .   .   .     0    !
 1979.2!             *             +          !!    0     .   .   .          !
 1979.3!                +   *                 !!          .   .  0.          !
 1979.4!                 * +                  !!          .  0.   .          !
 1980.1!                  + *                 !!          .   .0  .          !
 1980.2!                *   +                 !!          .0  .   .          !
 1980.3!                 *+                   !!          .   0   .          !
 1980.4!               *   +                  !!          .0  .   .          !
 1981.1!                    +  *              !!          .   .  0.          !
 1981.2!                  *     +             !!          0   .   .          !
 1981.3!                   * +                !!          . 0 .   .          !
 1981.4!                    +   *             !!          .   .  0.          !
 1982.1!                       +         *    !!          .   .   .   0      !
 1982.2!                       *    +         !!          .0  .   .          !
 1982.3!                       +       *      !!          .   .   . 0        !
 1982.4!                          + *         !!          .   .0  .          !
 1983.1!                       *+             !!          .  0.   .          !
 1983.2!                       +        *     !!          .   .   .  0       !
 1983.3!                         * +          !!          . 0 .   .          !
 1983.4!                        +       *     !!          .   .   . 0        !
 1984.1!                           +    *     !!          .   .  0.          !
 1984.2!                       *    +         !!          0   .   .          !
 1984.3!                        +*            !!          .   .0  .          !
 1984.4!                         + *          !!          .   .0  .          !
 1985.1!                          +          *!!          .   .   .   0      !
 1985.2!                              + *     !!          .   . 0 .          !
 1985.3!                          +*          !!          .   .0  .          !
 1985.4!                        +             *!          .   .   .     0    !
 1986.1!                       *    +         !!          0   .   .          !
 1986.2!                    +   *             !!          .   .  0.          !
 1986.3!                   * +                !!          .  0.   .          !
 1986.4!                   +    *             !!          .   .   0          !
 1987.1!                    +              *  !!          .   .   .      0   !
 1987.2!                     *   +            !!          .0  .   .          !
 1987.3!                   +         *        !!          .   .   .  0       !
 1987.4!                      +  *            !!          .   .  0.          !
 1988.1!                    +*                !!          .   .0  .          !
 1988.2!                 +   *                !!          .   .  0.          !
 1988.3!                   +      *           !!          .   .   .0         !
 1988.4!                      + *             !!          .   .0  .          !
 1989.1!                   * +                !!          .  0.   .          !
 1989.2!                   +   *              !!          .   .  0.          !
 1989.3!                     +*               !!          .   .0  .          !
 1989.4!                    + *               !!          .   . 0 .          !
 1990.1!                    +*                !!          .   .0  .          !
 1990.2!                  + *                 !!          .   .0  .          !
 1990.3!                  +     *             !!          .   .   .0         !
 1990.4!              *     +                 !!          0   .   .          !
 1991.1!               +    *                 !!          .   .  0.          !
 1991.2!                 +*                   !!          .   .0  .          !
 1991.3!                 +*                   !!          .   .0  .          !
 1991.4!                  +     *             !!          .   .   0          !
 1992.1!                *    +                !!          .0  .   .          !
 1992.2!                +  *                  !!          .   .  0.          !
 1992.3!                +*                    !!          .   .0  .          !
 1992.4!            *  +                      !!          . 0 .   .          !
 1993.1!             +    *                   !!          .   .   0          !
 1993.2!                +          *          !!          .   .   .   0      !
 1993.3!              *     +                 !!         0.   .   .          !
 1993.4!           *  +                       !!          . 0 .   .          !
 1994.1!            * +                       !!          . 0 .   .          !
 1994.2!             *+                       !!          .   0   .          !
 1994.3!              +   *                   !!          .   .  0.          !
 1994.4!                 *+                   !!          .   0   .          !
 1995.1!         *      +                     !!         0.   .   .          !
 1995.2!      *    +                          !!          0   .   .          !
 1995.3!         *+                           !!          .  0.   .          !
 1995.4!          *+                          !!          .  0.   .          !
 1996.1!            *+                        !!          .  0.   .          !
 1996.2!             *+                       !!          .  0.   .          !
 1996.3!         *    +                       !!          0   .   .          !
 1996.4!       *     +                        !!          0   .   .          !
 1997.1!             +  *                     !!          .   . 0 .          !
 1997.2!                 +                    !!          .   0   .          !
 1997.3!             *     +                  !!          0   .   .          !
 1997.4!           *    +                     !!          0   .   .          !
 1998.1!       *       +                      !!        0 .   .   .          !
 1998.2!         *  +                         !!          . 0 .   .          !
 1998.3!             +                        !!          .   0   .          !
 1998.4!           *  +                       !!          . 0 .   .          !
 1999.1!             +*                       !!          .   .0  .          !
 1999.2!         *     +                      !!         0.   .   .          !
 1999.3!             +  *                     !!          .   . 0 .          !
 1999.4!                 +   *                !!          .   .  0.          !
 2000.1!                 *  +                 !!          .0  .   .          !
 2000.2!               *   +                  !!          .0  .   .          !
 2000.3!         *        +                   !!        0 .   .   .          !
 2000.4!                +   *                 !!          .   .  0.          !
 2001.1!           *         +                !!       0  .   .   .          !
 2001.2!             *   +                    !!          .0  .   .          !
 2001.3!                 +                    !!          .   0   .          !
 2001.4!               *   +                  !!          .0  .   .          !
 2002.1!              *   +                   !!          .0  .   .          !
 2002.2!                 *+                   !!          .   0   .          !
 2002.3!              *   +                   !!          .0  .   .          !
 2002.4!                +     *               !!          .   .   0          !
 2003.1!            *       +                 !!        0 .   .   .          !
 2003.2!              +  *                    !!          .   . 0 .          !
 2003.3!             *   +                    !!          . 0 .   .          !
 2003.4!               +   *                  !!          .   .  0.          !
 2004.1!           *     +                    !!          0   .   .          !
 2004.2!               +    *                 !!          .   .   0          !
 2004.3!                  +                   !!          .   0   .          !
 2004.4!                 +  *                 !!          .   .  0.          !
 2005.1!                 +                    !!          .   0   .          !
 2005.2!                 +  *                 !!          .   . 0 .          !
 2005.3!               *   +                  !!          .0  .   .          !
 2005.4!                 +           *        !!          .   .   .    0     !
 2006.1!                 *      +             !!         0.   .   .          !
 2006.2!             *    +                   !!          0   .   .          !
 2006.3!               +        *             !!          .   .   . 0        !
 2006.4!                     +*               !!          .   .0  .          !
 2007.1!                   +  *               !!          .   . 0 .          !
 2007.2!               *    +                 !!          .0  .   .          !
 2007.3!                +     *               !!          .   .   0          !
 2007.4!                   + *                !!          .   .0  .          !
 2008.1!               *  +                   !!          . 0 .   .          !
 2008.2!                +     *               !!          .   .   0          !
 2008.3!                 *  +                 !!          . 0 .   .          !
 2008.4!                  +                   !!          .   0   .          !
 2009.1!                * +                   !!          . 0 .   .          !
 2009.2!                 +                    !!          .   0   .          !
 2009.3!                *+                    !!          .  0.   .          !
 2009.4!           *    +                     !!          0   .   .          !
 2010.1!            * +                       !!          .  0.   .          !
 2010.2!               * +                    !!          .  0.   .          !
 2010.3!                 +        *           !!          .   .   . 0        !
 2010.4!                     *+               !!          .  0.   .          !
 2011.1!                  * +                 !!          .  0.   .          !
 2011.2!               *   +                  !!          . 0 .   .          !
 2011.3!                  +    *              !!          .   .   0          !
 2011.4!                  *   +               !!          .0  .   .          !
 2012.1!                  *+                  !!          .  0.   .          !
 2012.2!                   *+                 !!          .  0.   .          !
 2012.3!                   *+                 !!          .  0.   .          !
 2012.4!                *   +                 !!          .0  .   .          !


     23.90 percent of the residuals exceed 1 SE
      6.29 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRCE=FRPX$/CEPMM;                                                      
 GENR LAAFRCE=LOG(AAFRCE+.00001);                                             
 GENR LAFRCE=LOG(AFRCE+.00001);                                               
 LHS AAFRCE=EXP(LAAFRCE)-.00001;                                              
  EQ 2057 LAAFRCE C LAFRCE(-1) PFRCE;                                         
EQUATION 1276  LAAFRCE  
   RHS     C  LAFRCE(-1)  PFRCE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1276 PLOT=0;END;                                                     

Equation number = 1276
**********************

Dependent variable = LAAFRCE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.600396394

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.865155974       0.196990047  -4.39188     1.000000
14237 LAFRCE  ( -1)       0.741285907       0.049196571  15.06784    -3.601136
14235 PFRCE   (  0)      -0.054904452       0.096330638  -0.56996     1.197886

SE of equation            =     0.254535679
Sum of squared residuals  =  11.9858562       0.551381163E-11
Average absolute error    =     0.194023624
Sum of ABS residuals      =  36.4764414    
R squared                 =   0.56002
Durbin-Watson statistic   =   2.36362
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!      +                               !!          .   0   .          !
 1966.2!        +                             !!          .   0   .          !
 1966.3!          +                           !!          .   0   .          !
 1966.4!        *  +                          !!          .0  .   .          !
 1967.1!     *   +                            !!          0   .   .          !
 1967.2!       +                              !!          .   0   .          !
 1967.3!   *     +                            !!        0 .   .   .          !
 1967.4!*    +                                !!         0.   .   .          !
 1968.1!   +      *                           !!          .   .   .  0       !
 1968.2!        *  +                          !!          .0  .   .          !
 1968.3!         +  *                         !!          .   . 0 .          !
 1968.4!            + *                       !!          .   . 0 .          !
 1969.1!              +*                      !!          .   .0  .          !
 1969.2!        *     +                       !!         0.   .   .          !
 1969.3!    *    +                            !!         0.   .   .          !
 1969.4!       +  *                           !!          .   .  0.          !
 1970.1!           +  *                       !!          .   .  0.          !
 1970.2!              + *                     !!          .   . 0 .          !
 1970.3!                +                     !!          .   0   .          !
 1970.4!          *    +                      !!         0.   .   .          !
 1971.1!           +     *                    !!          .   .   . 0        !
 1971.2!                 + *                  !!          .   . 0 .          !
 1971.3!                  +                   !!          .   0   .          !
 1971.4!                 +        *           !!          .   .   .   0      !
 1972.1!                       +   *          !!          .   .   0          !
 1972.2!                       *+             !!          .  0.   .          !
 1972.3!                     +  *             !!          .   .  0.          !
 1972.4!                     +    *           !!          .   .   0          !
 1973.1!                       +              !!          .   0   .          !
 1973.2!                     +   *            !!          .   .   0          !
 1973.3!                      +               !!          .   0   .          !
 1973.4!                    + *               !!          .   . 0 .          !
 1974.1!                 *  +                 !!          . 0 .   .          !
 1974.2!             *   +                    !!          .0  .   .          !
 1974.3!        *    +                        !!         0.   .   .          !
 1974.4!    *     +                           !!         0.   .   .          !
 1975.1!     * +                              !!          . 0 .   .          !
 1975.2!       + *                            !!          .   .0  .          !
 1975.3!          +  *                        !!          .   .  0.          !
 1975.4!          *   +                       !!          0   .   .          !
 1976.1!           +                *         !!          .   .   .          0
 1976.2!                  *     +             !!        0 .   .   .          !
 1976.3!                 +        *           !!          .   .   .   0      !
 1976.4!        *              +              !!0         .   .   .          !
 1977.1!         *+                           !!          .   0   .          !
 1977.2!   *       +                          !!       0  .   .   .          !
 1977.3!      +                               !!          .   0   .          !
 1977.4!        +*                            !!          .   .0  .          !
 1978.1!          *+                          !!          .  0.   .          !
 1978.2!           +   *                      !!          .   .   0          !
 1978.3!               + *                    !!          .   . 0 .          !
 1978.4!          *     +                     !!        0 .   .   .          !
 1979.1!           +   *                      !!          .   .   0          !
 1979.2!               +   *                  !!          .   .  0.          !
 1979.3!                  +       *           !!          .   .   .  0       !
 1979.4!                       + *            !!          .   . 0 .          !
 1980.1!                      +   *           !!          .   .  0.          !
 1980.2!                       + *            !!          .   . 0 .          !
 1980.3!                     *+               !!          .  0.   .          !
 1980.4!                   +   *              !!          .   .   0          !
 1981.1!                  *  +                !!          .0  .   .          !
 1981.2!                 +      *             !!          .   .   . 0        !
 1981.3!                      +               !!          .   0   .          !
 1981.4!                    + *               !!          .   . 0 .          !
 1982.1!                     +   *            !!          .   .   0          !
 1982.2!                 *    +               !!         0.   .   .          !
 1982.3!                +  *                  !!          .   .  0.          !
 1982.4!                 *+                   !!          .  0.   .          !
 1983.1!                + *                   !!          .   .0  .          !
 1983.2!                 +   *                !!          .   .  0.          !
 1983.3!                   + *                !!          .   . 0 .          !
 1983.4!                  * +                 !!          . 0 .   .          !
 1984.1!                *+                    !!          .  0.   .          !
 1984.2!                +   *                 !!          .   .   0          !
 1984.3!                   +*                 !!          .   .0  .          !
 1984.4!               *   +                  !!          0   .   .          !
 1985.1!               +*                     !!          .   .0  .          !
 1985.2!                + *                   !!          .   . 0 .          !
 1985.3!                  +                   !!          .   0   .          !
 1985.4!                *+                    !!          .  0.   .          !
 1986.1!               +   *                  !!          .   .  0.          !
 1986.2!              *   +                   !!          .0  .   .          !
 1986.3!               +*                     !!          .   .0  .          !
 1986.4!               +*                     !!          .   0   .          !
 1987.1!                +                     !!          .   0   .          !
 1987.2!               +  *                   !!          .   .  0.          !
 1987.3!                 +                    !!          .  0.   .          !
 1987.4!                +                     !!          .   0   .          !
 1988.1!                + *                   !!          .   . 0 .          !
 1988.2!             *   +                    !!          0   .   .          !
 1988.3!             +  *                     !!          .   .  0.          !
 1988.4!          *     +                     !!         0.   .   .          !
 1989.1!           +     *                    !!          .   .   .0         !
 1989.2!                 +                    !!          .   0   .          !
 1989.3!                +   *                 !!          .   .  0.          !
 1989.4!                  + *                 !!          .   . 0 .          !
 1990.1!                  *+                  !!          .  0.   .          !
 1990.2!                 +   *                !!          .   .   0          !
 1990.3!                    +*                !!          .   . 0 .          !
 1990.4!               *    +                 !!          0   .   .          !
 1991.1!              *+                      !!          .  0.   .          !
 1991.2!             *+                       !!          .  0.   .          !
 1991.3!              +    *                  !!          .   .   .0         !
 1991.4!             *    +                   !!         0.   .   .          !
 1992.1!            *+                        !!          .  0.   .          !
 1992.2!            *+                        !!          .  0.   .          !
 1992.3!             +                        !!          .   0   .          !
 1992.4!            *+                        !!          .  0.   .          !
 1993.1!             +  *                     !!          .   .  0.          !
 1993.2!                +                     !!          .   0   .          !
 1993.3!               +*                     !!          .   .0  .          !
 1993.4!             *  +                     !!          .0  .   .          !
 1994.1!             +     *                  !!          .   .   .0         !
 1994.2!                 *+                   !!          .  0.   .          !
 1994.3!                +                     !!          .   0   .          !
 1994.4!              * +                     !!          . 0 .   .          !
 1995.1!             *+                       !!          .  0.   .          !
 1995.2!              +*                      !!          .   .0  .          !
 1995.3!           *   +                      !!          .0  .   .          !
 1995.4!            + *                       !!          .   . 0 .          !
 1996.1!              +   *                   !!          .   .   0          !
 1996.2!                *+                    !!          .  0.   .          !
 1996.3!                +*                    !!          .   .0  .          !
 1996.4!              *  +                    !!          .0  .   .          !
 1997.1!             *+                       !!          .  0.   .          !
 1997.2!             *+                       !!          .  0.   .          !
 1997.3!              +  *                    !!          .   .  0.          !
 1997.4!                +*                    !!          .   0   .          !
 1998.1!                +   *                 !!          .   .  0.          !
 1998.2!                  *+                  !!          .  0.   .          !
 1998.3!                 +       *            !!          .   .   .  0       !
 1998.4!                   *  +               !!          .0  .   .          !
 1999.1!               *  +                   !!          .0  .   .          !
 1999.2!               +*                     !!          .   .0  .          !
 1999.3!                +*                    !!          .   .0  .          !
 1999.4!            *   +                     !!          0   .   .          !
 2000.1!             +     *                  !!          .   .   . 0        !
 2000.2!                  +*                  !!          .   0   .          !
 2000.3!                  +         *         !!          .   .   .    0     !
 2000.4!                         +            *!          .   .   .       0  !
 2001.1!                       *        +     !!     0    .   .   .          !
 2001.2!                     +       *        !!          .   .   .  0       !
 2001.3!                          +    *      !!          .   .   .0         !
 2001.4!                           +          *!          .   .   .     0    !
 2002.1!                         *      +     !!       0  .   .   .          !
 2002.2!                       + *            !!          .   . 0 .          !
 2002.3!                      +   *           !!          .   .  0.          !
 2002.4!                       +    *         !!          .   .   0          !
 2003.1!                      *  +            !!          . 0 .   .          !
 2003.2!                   *+                 !!          .  0.   .          !
 2003.3!              *   +                   !!          0   .   .          !
 2003.4!   *           +                      !!   0      .   .   .          !
 2004.1!      +       *                       !!          .   .   .   0      !
 2004.2!               + *                    !!          .   . 0 .          !
 2004.3!       *         +                    !!      0   .   .   .          !
 2004.4*         +                            !!    0     .   .   .          !
 2005.1!   +          *                       !!          .   .   .     0    !
 2005.2!            * +                       !!          . 0 .   .          !
 2005.3!         *   +                        !!          0   .   .          !
 2005.4!   *       +                          !!       0  .   .   .          !
 2006.1!       +    *                         !!          .   .   .0         !
 2006.2!         *   +                        !!          .0  .   .          !
 2006.3!      *    +                          !!         0.   .   .          !
 2006.4!  *     +                             !!        0 .   .   .          !
 2007.1!     +  *                             !!          .   . 0 .          !
 2007.2!       *  +                           !!          .0  .   .          !
 2007.3!         + *                          !!          .   . 0 .          !
 2007.4!            +                         !!          .   0   .          !
 2008.1!       *     +                        !!         0.   .   .          !
 2008.2!         +*                           !!          .   .0  .          !
 2008.3!         *  +                         !!          .0  .   .          !
 2008.4!    *      +                          !!        0 .   .   .          !
 2009.1!       + *                            !!          .   . 0 .          !
 2009.2!       *   +                          !!          .0  .   .          !
 2009.3!      *  +                            !!          .0  .   .          !
 2009.4!   *     +                            !!         0.   .   .          !
 2010.1!    *  +                              !!          . 0 .   .          !
 2010.2!       + *                            !!          .   .0  .          !
 2010.3!     *     +                          !!         0.   .   .          !
 2010.4!        +                             !!          .   0   .          !
 2011.1!          +   *                       !!          .   .   0          !
 2011.2!       *       +                      !!       0  .   .   .          !
 2011.3!         +   *                        !!          .   .  0.          !
 2011.4!      *       +                       !!       0  .   .   .          !
 2012.1!        +*                            !!          .   .0  .          !
 2012.2!     *     +                          !!         0.   .   .          !
 2012.3!      * +                             !!          . 0 .   .          !
 2012.4!     *   +                            !!          .0  .   .          !


     28.19 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGECE=GEPX$/CEPMM;                                                      
 GENR LAAGECE=LOG(AAGECE+.00001);                                             
 GENR LAGECE=LOG(AGECE+.00001);                                               
 LHS AAGECE=EXP(LAAGECE)-.00001;                                              
  EQ 2058 LAAGECE C LAGECE(-1) PGECE;                                         
EQUATION 1277  LAAGECE  
   RHS     C  LAGECE(-1)  PGECE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1277 PLOT=0;END;                                                     

Equation number = 1277
**********************

Dependent variable = LAAGECE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.644970561

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.096095403       0.136437662  -0.70432     1.000000
14240 LAGECE  ( -1)       0.907962544       0.029782371  30.48658    -2.640559
14238 PGECE   (  0)      -0.150284503       0.129652167  -1.15914     1.007069

SE of equation            =     0.152023184
Sum of squared residuals  =  4.27554398       0.844657677E-11
Average absolute error    =     0.117724395
Sum of ABS residuals      =  22.1321862    
R squared                 =   0.84393
Durbin-Watson statistic   =   2.38058
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                        +*            !!         .    . 0  .         !
 1966.2!                        +  *          !!         .    .   0.         !
 1966.3!                          +           !!         .    .0   .         !
 1966.4!                         +*           !!         .    .0   .         !
 1967.1!                         +   *        !!         .    .    0         !
 1967.2!                           +      *   !!         .    .    .    0    !
 1967.3!                              * +     !!         .0   .    .         !
 1967.4!                           *+         !!         .   0.    .         !
 1968.1!                         *+           !!         .   0.    .         !
 1968.2!                        +             !!         .   0.    .         !
 1968.3!                       +    *         !!         .    .    . 0       !
 1968.4!                          + *         !!         .    . 0  .         !
 1969.1!                          +           !!         .    0    .         !
 1969.2!                      * +             !!         .0   .    .         !
 1969.3!                     + *              !!         .    .  0 .         !
 1969.4!                      +  *            !!         .    .   0.         !
 1970.1!                       +  *           !!         .    .   0.         !
 1970.2!                         + *          !!         .    . 0  .         !
 1970.3!                          +*          !!         .    . 0  .         !
 1970.4!                         *+           !!         .   0.    .         !
 1971.1!                        +*            !!         .    . 0  .         !
 1971.2!                      * +             !!         .0   .    .         !
 1971.3!                     +   *            !!         .    .    .0        !
 1971.4!                        +             !!         .    0    .         !
 1972.1!                       +              !!         .   0.    .         !
 1972.2!                   *  +               !!         . 0  .    .         !
 1972.3!                   +*                 !!         .    .0   .         !
 1972.4!                *  +                  !!         0    .    .         !
 1973.1!                +*                    !!         .    . 0  .         !
 1973.2!                +      *              !!         .    .    .   0     !
 1973.3!                    * +               !!         .  0 .    .         !
 1973.4!               *   +                  !!        0.    .    .         !
 1974.1!              +      *                !!         .    .    .    0    !
 1974.2!                   *+                 !!         .  0 .    .         !
 1974.3!                * +                   !!         . 0  .    .         !
 1974.4!               +      *               !!         .    .    .   0     !
 1975.1!                     +                !!         .    0    .         !
 1975.2!                  * +                 !!         . 0  .    .         !
 1975.3!               *  +                   !!         .0   .    .         !
 1975.4!              *+                      !!         .   0.    .         !
 1976.1!             *+                       !!         .  0 .    .         !
 1976.2!             +  *                     !!         .    .   0.         !
 1976.3!             *  +                     !!         .0   .    .         !
 1976.4!             +*                       !!         .    .0   .         !
 1977.1!             +     *                  !!         .    .    .  0      !
 1977.2!                   +*                 !!         .    . 0  .         !
 1977.3!                   +*                 !!         .    .0   .         !
 1977.4!                   +*                 !!         .    .0   .         !
 1978.1!                   +*                 !!         .    .0   .         !
 1978.2!                 * +                  !!         . 0  .    .         !
 1978.3!                +*                    !!         .    .0   .         !
 1978.4!                +                     !!         .   0.    .         !
 1979.1!               +         *            !!         .    .    .        0!
 1979.2!                   *    +             !!       0 .    .    .         !
 1979.3!                  + *                 !!         .    . 0  .         !
 1979.4!                *  +                  !!         0    .    .         !
 1980.1!               +   *                  !!         .    .    0         !
 1980.2!                  +*                  !!         .    .0   .         !
 1980.3!                  *+                  !!         .  0 .    .         !
 1980.4!               *  +                   !!         .0   .    .         !
 1981.1!            *  +                      !!         .0   .    .         !
 1981.2!             +   *                    !!         .    .    .0        !
 1981.3!                 +*                   !!         .    .0   .         !
 1981.4!                 + *                  !!         .    . 0  .         !
 1982.1!                   +*                 !!         .    .0   .         !
 1982.2!                 *  +                 !!         . 0  .    .         !
 1982.3!                 +*                   !!         .    0    .         !
 1982.4!                 *+                   !!         .   0.    .         !
 1983.1!                 +    *               !!         .    .    . 0       !
 1983.2!                      +*              !!         .    . 0  .         !
 1983.3!                       +  *           !!         .    .   0.         !
 1983.4!                     *   +            !!        0.    .    .         !
 1984.1!                     +  *             !!         .    .   0.         !
 1984.2!                       +  *           !!         .    .  0 .         !
 1984.3!                         +         *  !!         .    .    .        0!
 1984.4!                                  +   *!         .    .    .0        !
 1985.1!                           *        + !!0        .    .    .         !
 1985.2!                          +           !!         .   0.    .         !
 1985.3!                       * +            !!         .  0 .    .         !
 1985.4!                   *   +              !!         0    .    .         !
 1986.1!                   +  *               !!         .    .    0         !
 1986.2!                     +                !!         .    0    .         !
 1986.3!                   *+                 !!         . 0  .    .         !
 1986.4!                  +*                  !!         .    .0   .         !
 1987.1!                  +      *            !!         .    .    .   0     !
 1987.2!                   *   +              !!        0.    .    .         !
 1987.3!                 *+                   !!         .  0 .    .         !
 1987.4!              * +                     !!         . 0  .    .         !
 1988.1!          *   +                       !!         0    .    .         !
 1988.2!          +         *                 !!         .    .    .         0
 1988.3!                  *+                  !!         .  0 .    .         !
 1988.4!             *    +                   !!        0.    .    .         !
 1989.1!             +   *                    !!         .    .    0         !
 1989.2!                +                     !!         .    0    .         !
 1989.3!                +*                    !!         .    .0   .         !
 1989.4!               *+                     !!         .   0.    .         !
 1990.1!               +     *                !!         .    .    .   0     !
 1990.2!              *     +                 !!     0   .    .    .         !
 1990.3!             +  *                     !!         .    .   0.         !
 1990.4!               +                      !!         .    0    .         !
 1991.1!            *  +                      !!         .0   .    .         !
 1991.2!          *+                          !!         .  0 .    .         !
 1991.3!          +     *                     !!         .    .    .  0      !
 1991.4!           *    +                     !!       0 .    .    .         !
 1992.1!           +*                         !!         .    .0   .         !
 1992.2!           *+                         !!         .   0.    .         !
 1992.3!           +  *                       !!         .    .    0         !
 1992.4!       *      +                       !!    0    .    .    .         !
 1993.1!       + *                            !!         .    .  0 .         !
 1993.2!         +                            !!         .    0    .         !
 1993.3!     *   +                            !!         0    .    .         !
 1993.4!      +                               !!         .    .0   .         !
 1994.1!     *+                               !!         .  0 .    .         !
 1994.2!     +   *                            !!         .    .    0         !
 1994.3!     *   +                            !!        0.    .    .         !
 1994.4!      +                               !!         .    .0   .         !
 1995.1!      +*                              !!         .    .0   .         !
 1995.2!    *  +                              !!         .0   .    .         !
 1995.3!    +                                 !!         .    0    .         !
 1995.4!     +*                               !!         .    . 0  .         !
 1996.1!      *+                              !!         .  0 .    .         !
 1996.2!   *  +                               !!         0    .    .         !
 1996.3*   +                                  !!        0.    .    .         !
 1996.4!+   *                                 !!         .    .    0         !
 1997.1!     +   *                            !!         .    .    .0        !
 1997.2!      *  +                            !!         0    .    .         !
 1997.3!       +*                             !!         .    . 0  .         !
 1997.4!     *   +                            !!         0    .    .         !
 1998.1!     *+                               !!         .   0.    .         !
 1998.2!      +                               !!         .    0    .         !
 1998.3!      +                               !!         .    0    .         !
 1998.4!       +*                             !!         .    .0   .         !
 1999.1!        +*                            !!         .    .0   .         !
 1999.2!       * +                            !!         . 0  .    .         !
 1999.3!    *   +                             !!         0    .    .         !
 1999.4!  *  +                                !!         .0   .    .         !
 2000.1!   + *                                !!         .    . 0  .         !
 2000.2!    * +                               !!         .  0 .    .         !
 2000.3!  *   +                               !!         0    .    .         !
 2000.4!  * +                                 !!         .  0 .    .         !
 2001.1!   + *                                !!         .    .  0 .         !
 2001.2!       +                              !!         .    0    .         !
 2001.3!      * +                             !!         .  0 .    .         !
 2001.4!       +   *                          !!         .    .    .0        !
 2002.1!          * +                         !!         .  0 .    .         !
 2002.2!        *  +                          !!         . 0  .    .         !
 2002.3!      *  +                            !!         .0   .    .         !
 2002.4!  *    +                              !!       0 .    .    .         !
 2003.1!   +*                                 !!         .    .0   .         !
 2003.2!    +   *                             !!         .    .    0         !
 2003.3!     *  +                             !!         0    .    .         !
 2003.4!   *  +                               !!         . 0  .    .         !
 2004.1!    +   *                             !!         .    .    0         !
 2004.2!      * +                             !!         . 0  .    .         !
 2004.3!      *+                              !!         .   0.    .         !
 2004.4!      +   *                           !!         .    .    0         !
 2005.1!  *      +                            !!    0    .    .    .         !
 2005.2!  *+                                  !!         .   0.    .         !
 2005.3!   +*                                 !!         .    .0   .         !
 2005.4!     + *                              !!         .    .  0 .         !
 2006.1!     *  +                             !!         .0   .    .         !
 2006.2!  *   +                               !!         0    .    .         !
 2006.3!   +     *                            !!         .    .    .  0      !
 2006.4!        * +                           !!         .  0 .    .         !
 2007.1!   *     +                            !!     0   .    .    .         !
 2007.2!   +*                                 !!         .    .0   .         !
 2007.3! *   +                                !!         0    .    .         !
 2007.4*  +                                   !!         .0   .    .         !
 2008.1!+   *                                 !!         .    .    0         !
 2008.2!     +                                !!         .    .0   .         !
 2008.3!   *  +                               !!         0    .    .         !
 2008.4!    +*                                !!         .    .0   .         !
 2009.1!     +     *                          !!         .    .    .  0      !
 2009.2!   *       +                          !!   0     .    .    .         !
 2009.3! *  +                                 !!         .0   .    .         !
 2009.4*  +                                   !!         .0   .    .         !
 2010.1!+    *                                !!         .    .    .0        !
 2010.2!     *+                               !!         .  0 .    .         !
 2010.3!      + *                             !!         .    .  0 .         !
 2010.4!        +*                            !!         .    . 0  .         !
 2011.1!          +*                          !!         .    .0   .         !
 2011.2!       *   +                          !!        0.    .    .         !
 2011.3!       +                              !!         .    0    .         !
 2011.4!     *  +                             !!         .0   .    .         !
 2012.1!      +*                              !!         .    .0   .         !
 2012.2!        +  *                          !!         .    .    0         !
 2012.3!       *    +                         !!       0 .    .    .         !
 2012.4!      * +                             !!         .  0 .    .         !


     32.98 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITCE=ITPX$/CEPMM;                                                      
 GENR LAAITCE=LOG(AAITCE+.00001);                                             
 GENR LAITCE=LOG(AITCE+.00001);                                               
 LHS AAITCE=EXP(LAAITCE)-.00001;                                              
  EQ 2059 LAAITCE C LAITCE(-1) PITCE;                                         
EQUATION 1278  LAAITCE  
   RHS     C  LAITCE(-1)  PITCE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1278 PLOT=0;END;                                                     

Equation number = 1278
**********************

Dependent variable = LAAITCE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.592810175

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.530538230       0.163544975  -3.24399     1.000000
14243 LAITCE  ( -1)       0.785824051       0.044839110  17.52542    -3.594108
14241 PITCE   (  0)      -0.270357415       0.146810965  -1.84153     0.880076

SE of equation            =     0.203826114
Sum of squared residuals  =  7.68584066       0.108553166E-10
Average absolute error    =     0.149976473
Sum of ABS residuals      =  28.1955769    
R squared                 =   0.68095
Durbin-Watson statistic   =   2.42983
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!        + *                           !!           .  .0 .           !
 1966.2!         *  +                         !!           .0 .  .           !
 1966.3!    *      +                          !!         0 .  .  .           !
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 1967.1!       +         *                    !!           .  .  .   0       !
 1967.2!                 +   *                !!           .  .  0           !
 1967.3!                     +*               !!           .  .0 .           !
 1967.4!                     +    *           !!           .  .  0           !
 1968.1!                     *  +             !!           .0 .  .           !
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 1968.3!                *    +                !!          0.  .  .           !
 1968.4!                +  *                  !!           .  . 0.           !
 1969.1!                  +     *             !!           .  .  .0          !
 1969.2!                       + *            !!           .  . 0.           !
 1969.3!                       +              !!           .  0  .           !
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 2005.3!       *    +                         !!           0  .  .           !
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 2006.3!        * +                           !!           .0 .  .           !
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 2007.3!       *    +                         !!          0.  .  .           !
 2007.4!     *  +                             !!           .0 .  .           !
 2008.1!      +   *                           !!           .  .  0           !
 2008.2!   *       +                          !!         0 .  .  .           !
 2008.3!    *+                                !!           . 0.  .           !
 2008.4!     *+                               !!           . 0.  .           !
 2009.1!      +                               !!           .  0  .           !
 2009.2!       +    *                         !!           .  .  0           !
 2009.3!        *   +                         !!           .0 .  .           !
 2009.4!       * +                            !!           .0 .  .           !
 2010.1!        +                             !!           .  0  .           !
 2010.2!       * +                            !!           .0 .  .           !
 2010.3!    *   +                             !!           0  .  .           !
 2010.4!      +                               !!           .  0  .           !
 2011.1!        +                             !!           .  0  .           !
 2011.2!          +       *                   !!           .  .  .  0        !
 2011.3!          *       +                   !!         0 .  .  .           !
 2011.4!            +*                        !!           .  .0 .           !
 2012.1!           *  +                       !!           .0 .  .           !
 2012.2!         *   +                        !!           .0 .  .           !
 2012.3!           +*                         !!           .  0  .           !
 2012.4!           * +                        !!           .0 .  .           !


     25.00 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNECE=NEPX$/CEPMM;                                                      
 GENR LAANECE=LOG(AANECE+.00001);                                             
 GENR LANECE=LOG(ANECE+.00001);                                               
 LHS AANECE=EXP(LAANECE)-.00001;                                              
  EQ 2060 LAANECE C LANECE(-1) PNECE;                                         
EQUATION 1279  LAANECE  
   RHS     C  LANECE(-1)  PNECE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1279 PLOT=0;END;                                                     

Equation number = 1279
**********************

Dependent variable = LAANECE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.549484224

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.770888454       0.306045551  -5.78636     1.000000
14246 LANECE  ( -1)       0.539192433       0.061525456   8.76373    -4.550452
14244 PNECE   (  0)      -0.283982680       0.157634523  -1.80153     1.144529

SE of equation            =     0.268781793
Sum of squared residuals  =  13.3650757      -0.154161128E-10
Average absolute error    =     0.201487439
Sum of ABS residuals      =  37.8796385    
R squared                 =   0.32299
Durbin-Watson statistic   =   2.24244
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                    +*                !!          .   .0  .          !
 1966.2!                    +     *           !!          .   .   . 0        !
 1966.3!                      +      *        !!          .   .   . 0        !
 1966.4!                        +  *          !!          .   .  0.          !
 1967.1!                       +     *        !!          .   .   . 0        !
 1967.2!                      * +             !!          . 0 .   .          !
 1967.3!                    +  *              !!          .   . 0 .          !
 1967.4!                     +   *            !!          .   .   0          !
 1968.1!                     *+               !!          .  0.   .          !
 1968.2!                    +                 !!          .   0   .          !
 1968.3!                   +*                 !!          .   .0  .          !
 1968.4!                   +      *           !!          .   .   . 0        !
 1969.1!                    * +               !!          .  0.   .          !
 1969.2!                *  +                  !!          . 0 .   .          !
 1969.3!                 +*                   !!          .   .0  .          !
 1969.4!                  + *                 !!          .   . 0 .          !
 1970.1!                    +      *          !!          .   .   . 0        !
 1970.2!                       + *            !!          .   .0  .          !
 1970.3!                       +              !!          .   0   .          !
 1970.4!                      +    *          !!          .   .   .0         !
 1971.1!                        +       *     !!          .   .   .   0      !
 1971.2!                     *     +          !!         0.   .   .          !
 1971.3!                     +        *       !!          .   .   .    0     !
 1971.4!                       *  +           !!          . 0 .   .          !
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 1972.2!                           +          *!          .   .   .      0   !
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 1987.4!                *   +                 !!          0   .   .          !
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 1990.4!                *   +                 !!          .0  .   .          !
 1991.1!        *         +                   !!     0    .   .   .          !
 1991.2!             + *                      !!          .   . 0 .          !
 1991.3!                 +    *               !!          .   .   .0         !
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 1995.2!                   +                  !!          .   0   .          !
 1995.3!                   +  *               !!          .   . 0 .          !
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 1996.1!                   * +                !!          . 0 .   .          !
 1996.2!                    +    *            !!          .   .   .0         !
 1996.3!                       +  *           !!          .   .  0.          !
 1996.4!                     * +              !!          . 0 .   .          !
 1997.1!                     +  *             !!          .   .  0.          !
 1997.2!                       + *            !!          .   . 0 .          !
 1997.3!                      * +             !!          .  0.   .          !
 1997.4!                     *+               !!          .  0.   .          !
 1998.1!                     +*               !!          .   .0  .          !
 1998.2!                *    +                !!         0.   .   .          !
 1998.3!              *   +                   !!          .0  .   .          !
 1998.4!                 +      *             !!          .   .   .  0       !
 1999.1!                      *+              !!          .  0.   .          !
 1999.2!                     *+               !!          .  0.   .          !
 1999.3!                     +    *           !!          .   .   .0         !
 1999.4!                        +             !!          .   0   .          !
 2000.1!                       +    *         !!          .   .   .0         !
 2000.2!                    *     +           !!         0.   .   .          !
 2000.3!                     +  *             !!          .   . 0 .          !
 2000.4!                 *     +              !!        0 .   .   .          !
 2001.1!                   +        *         !!          .   .   .   0      !
 2001.2!                          +           !!          .   .0  .          !
 2001.3!                       * +            !!          .  0.   .          !
 2001.4!                       +              !!          .   0   .          !
 2002.1!                       +              !!          .   .0  .          !
 2002.2!                       +              !!          .   0   .          !
 2002.3!                     *+               !!          . 0 .   .          !
 2002.4!                  *  +                !!          .0  .   .          !
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 2003.2!                    *+                !!          .  0.   .          !
 2003.3!                     + *              !!          .   . 0 .          !
 2003.4!                      +     *         !!          .   .   .0         !
 2004.1!                       * +            !!          .  0.   .          !
 2004.2!                       + *            !!          .   . 0 .          !
 2004.3!                     * +              !!          . 0 .   .          !
 2004.4!                     +  *             !!          .   .  0.          !
 2005.1!                    *  +              !!          .0  .   .          !
 2005.2!                    +                 !!          .   0   .          !
 2005.3!                     +*               !!          .   .0  .          !
 2005.4!                   *  +               !!          .0  .   .          !
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 2006.2!                     +        *       !!          .   .   .   0      !
 2006.3!                          +           !!          .   0   .          !
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 2007.2!                          +       *   !!          .   .   .   0      !
 2007.3!                          * +         !!          . 0 .   .          !
 2007.4!                     * +              !!          . 0 .   .          !
 2008.1!                   * +                !!          . 0 .   .          !
 2008.2!         *          +                 !!    0     .   .   .          !
 2008.3!              +                       !!          .  0.   .          !
 2008.4!              *  +                    !!          .0  .   .          !
 2009.1!                  +  *                !!          .   .  0.          !
 2009.2!                  *  +                !!          .0  .   .          !
 2009.3!                   *+                 !!          .  0.   .          !
 2009.4!                   *+                 !!          .  0.   .          !
 2010.1!                 *  +                 !!          .0  .   .          !
 2010.2!           *        +                 !!      0   .   .   .          !
 2010.3!                +     *               !!          .   .   .0         !
 2010.4!                      + *             !!          .   . 0 .          !
 2011.1!                    *  +              !!          . 0 .   .          !
 2011.2!           *         +                !!     0    .   .   .          !
 2011.3!                +    *                !!          .   .   .0         !
 2011.4!              *       +               !!      0   .   .   .          !
 2012.1!                * +                   !!          .  0.   .          !
 2012.2!                 * +                  !!          . 0 .   .          !
 2012.3!                  *+                  !!          .  0.   .          !
 2012.4!                    +   *             !!          .   .   0          !


     26.60 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTCE=STPX$/CEPMM;                                                      
 GENR LAASTCE=LOG(AASTCE+.00001);                                             
 GENR LASTCE=LOG(ASTCE+.00001);                                               
 LHS AASTCE=EXP(LAASTCE)-.00001;                                              
  EQ 2061 LAASTCE C LASTCE(-1) PSTCE;                                         
EQUATION 1280  LAASTCE  
   RHS     C  LASTCE(-1)  PSTCE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1280 PLOT=0;END;                                                     

Equation number = 1280
**********************

Dependent variable = LAASTCE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.475593727

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.234358732       0.114832227  -2.04088     1.000000
14249 LASTCE  ( -1)       0.821319144       0.040731827  20.16406    -4.467280
14247 PSTCE   (  0)      -0.634655429       0.171765926  -3.69489     0.901548

SE of equation            =     0.225488252
Sum of squared residuals  =  9.40631610      -0.239421816E-10
Average absolute error    =     0.179371391
Sum of ABS residuals      =  33.7218216    
R squared                 =   0.88275
Durbin-Watson statistic   =   2.66966
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                            +  *      !!          .   .  0.          !
 1966.2!                               +  *   !!          .   .   0          !
 1966.3!                            *    +    !!        0 .   .   .          !
 1966.4!                            +    *    !!          .   .   .0         !
 1967.1!                                + *   !!          .   .  0.          !
 1967.2!                              *  +    !!          0   .   .          !
 1967.3!                              +*      !!          .   .0  .          !
 1967.4!                              +       !!          .  0.   .          !
 1968.1!                             +   *    !!          .   .   0          !
 1968.2!                                + *   !!          .   .  0.          !
 1968.3!                            *    +    !!         0.   .   .          !
 1968.4!                             +  *     !!          .   .   0          !
 1969.1!                           *   +      !!         0.   .   .          !
 1969.2!                          +       *   !!          .   .   .    0     !
 1969.3!                                 + *  !!          .   .  0.          !
 1969.4!                            *     +   !!       0  .   .   .          !
 1970.1!                             +   *    !!          .   .   .0         !
 1970.2!                                *+    !!          .  0.   .          !
 1970.3!                                +  *  !!          .   .  0.          !
 1970.4!                                  *+  !!          .  0.   .          !
 1971.1!                                  +   *!          .   .   .0         !
 1971.2!                                *    +!!        0 .   .   .          !
 1971.3!                                +     !!          .   0   .          !
 1971.4!                              *+      !!          . 0 .   .          !
 1972.1!                              +   *   !!          .   .   .0         !
 1972.2!                           *     +    !!       0  .   .   .          !
 1972.3!                            +  *      !!          .   .   0          !
 1972.4!                          *    +      !!         0.   .   .          !
 1973.1!                           + *        !!          .   .  0.          !
 1973.2!                        *    +        !!         0.   .   .          !
 1973.3!                        + *           !!          .   .  0.          !
 1973.4!                        * +           !!          .0  .   .          !
 1974.1!                      *  +            !!          .0  .   .          !
 1974.2!                       +*             !!          .   .0  .          !
 1974.3!                     *  +             !!          0   .   .          !
 1974.4!                   *  +               !!          .0  .   .          !
 1975.1!                    +                 !!          .   0   .          !
 1975.2!                     +                !!          .   .0  .          !
 1975.3!                     *+               !!          .  0.   .          !
 1975.4!              *       +               !!     0    .   .   .          !
 1976.1!                +     *               !!          .   .   .   0      !
 1976.2!                       +  *           !!          .   .   0          !
 1976.3!                       *  +           !!          .0  .   .          !
 1976.4!                       +              !!          .   0   .          !
 1977.1!                    *  +              !!          0   .   .          !
 1977.2!                     +   *            !!          .   .   .0         !
 1977.3!                       * +            !!          .  0.   .          !
 1977.4!                       +      *       !!          .   .   .   0      !
 1978.1!                           + *        !!          .   . 0 .          !
 1978.2!                          +*          !!          .   .0  .          !
 1978.3!                        +  *          !!          .   .  0.          !
 1978.4!                        + *           !!          .   . 0 .          !
 1979.1!                        +             !!          .   0   .          !
 1979.2!                    *  +              !!          .0  .   .          !
 1979.3!                    + *               !!          .   . 0 .          !
 1979.4!                 *    +               !!         0.   .   .          !
 1980.1!                  +      *            !!          .   .   .  0       !
 1980.2!                        +   *         !!          .   .   0          !
 1980.3!                     *     +          !!       0  .   .   .          !
 1980.4!                     *+               !!          .  0.   .          !
 1981.1!                   *  +               !!          .0  .   .          !
 1981.2!                 *   +                !!         0.   .   .          !
 1981.3!                 * +                  !!          . 0 .   .          !
 1981.4!                 *+                   !!          .  0.   .          !
 1982.1!                  +      *            !!          .   .   .   0      !
 1982.2!                        *+            !!          .  0.   .          !
 1982.3!                         + *          !!          .   . 0 .          !
 1982.4!                           +*         !!          .   . 0 .          !
 1983.1!                           +  *       !!          .   .  0.          !
 1983.2!                            *+        !!          .  0.   .          !
 1983.3!                           *+         !!          .  0.   .          !
 1983.4!                         *+           !!          . 0 .   .          !
 1984.1!                         + *          !!          .   . 0 .          !
 1984.2!                      *    +          !!         0.   .   .          !
 1984.3!                        + *           !!          .   .  0.          !
 1984.4!                        *  +          !!          0   .   .          !
 1985.1!                       * +            !!          . 0 .   .          !
 1985.2!                        +*            !!          .   . 0 .          !
 1985.3!                         +      *     !!          .   .   .    0     !
 1985.4!                           *   +      !!          0   .   .          !
 1986.1!                          +*          !!          .   . 0 .          !
 1986.2!                         +*           !!          .   .0  .          !
 1986.3!                        +    *        !!          .   .   .0         !
 1986.4!                           + *        !!          .   .  0.          !
 1987.1!                          + *         !!          .   . 0 .          !
 1987.2!                          +           !!          .   0   .          !
 1987.3!                        +  *          !!          .   .   0          !
 1987.4!                     *  +             !!          0   .   .          !
 1988.1!                   +  *               !!          .   .  0.          !
 1988.2!                    +    *            !!          .   .   . 0        !
 1988.3!                        + *           !!          .   .  0.          !
 1988.4!                       * +            !!          . 0 .   .          !
 1989.1!                      + *             !!          .   . 0 .          !
 1989.2!                       +*             !!          .   .0  .          !
 1989.3!                       +              !!          .   0   .          !
 1989.4!                      +               !!          .   0   .          !
 1990.1!                     +*               !!          .   .0  .          !
 1990.2!                    +*                !!          .   . 0 .          !
 1990.3!                   +                  !!          .   0   .          !
 1990.4!                  +*                  !!          .   .0  .          !
 1991.1!                  + *                 !!          .   .  0.          !
 1991.2!                  +   *               !!          .   .   .0         !
 1991.3!         *           +                !! 0        .   .   .          !
 1991.4!           +            *             !!          .   .   .          0
 1992.1!                      *+              !!          .  0.   .          !
 1992.2!                  * +                 !!          . 0 .   .          !
 1992.3!                 +   *                !!          .   .   .0         !
 1992.4!                  *+                  !!          .  0.   .          !
 1993.1!                 + *                  !!          .   .0  .          !
 1993.2!                 +                    !!          .   0   .          !
 1993.3!                +  *                  !!          .   .   0          !
 1993.4!                 *+                   !!          .  0.   .          !
 1994.1!                +  *                  !!          .   .   0          !
 1994.2!                  +*                  !!          .   .0  .          !
 1994.3!                  + *                 !!          .   . 0 .          !
 1994.4!             *     +                  !!       0  .   .   .          !
 1995.1!             + *                      !!          .   .  0.          !
 1995.2!            * +                       !!          . 0 .   .          !
 1995.3!            +*                        !!          .   . 0 .          !
 1995.4!        *   +                         !!         0.   .   .          !
 1996.1!         +  *                         !!          .   .   0          !
 1996.2!            +                         !!          .   0   .          !
 1996.3!          * +                         !!          .0  .   .          !
 1996.4!         *+                           !!          .  0.   .          !
 1997.1!          +                           !!          .   0   .          !
 1997.2!           + *                        !!          .   . 0 .          !
 1997.3!          *   +                       !!          0   .   .          !
 1997.4!         * +                          !!          .0  .   .          !
 1998.1!          +                           !!          .   .0  .          !
 1998.2!           +*                         !!          .   .0  .          !
 1998.3!         *   +                        !!          0   .   .          !
 1998.4!         +    *                       !!          .   .   . 0        !
 1999.1!          *  +                        !!          0   .   .          !
 1999.2!          +     *                     !!          .   .   . 0        !
 1999.3!               +                      !!          .   0   .          !
 1999.4!               +  *                   !!          .   .   0          !
 2000.1!              *   +                   !!          0   .   .          !
 2000.2!      *        +                      !!     0    .   .   .          !
 2000.3!        + *                           !!          .   . 0 .          !
 2000.4!        *   +                         !!          0   .   .          !
 2001.1!          +  *                        !!          .   .   0          !
 2001.2!         *    +                       !!        0 .   .   .          !
 2001.3!          + *                         !!          .   . 0 .          !
 2001.4!         *   +                        !!          0   .   .          !
 2002.1!          +  *                        !!          .   .   0          !
 2002.2!         *   +                        !!         0.   .   .          !
 2002.3!         +*                           !!          .   .0  .          !
 2002.4!        * +                           !!          .0  .   .          !
 2003.1!        +   *                         !!          .   .   .0         !
 2003.2!         * +                          !!          . 0 .   .          !
 2003.3!        * +                           !!          . 0 .   .          !
 2003.4!  *     +                             !!       0  .   .   .          !
 2004.1!   +  *                               !!          .   .  0.          !
 2004.2!      +                               !!          .   0   .          !
 2004.3!       +*                             !!          .   . 0 .          !
 2004.4!   *    +                             !!        0 .   .   .          !
 2005.1!*  +                                  !!          .0  .   .          !
 2005.2!  +  *                                !!          .   .  0.          !
 2005.3!      + *                             !!          .   . 0 .          !
 2005.4!       * +                            !!          . 0 .   .          !
 2006.1!      * +                             !!          . 0 .   .          !
 2006.2!       +                              !!          .   0   .          !
 2006.3!     *  +                             !!          .0  .   .          !
 2006.4!      +                               !!          .  0.   .          !
 2007.1!     * +                              !!          .0  .   .          !
 2007.2!    * +                               !!          . 0 .   .          !
 2007.3!*    +                                !!        0 .   .   .          !
 2007.4!  +*                                  !!          .   0   .          !
 2008.1!  *+                                  !!          . 0 .   .          !
 2008.2!   +                                  !!          .  0.   .          !
 2008.3!    +                                 !!          .  0.   .          !
 2008.4!*    +                                !!         0.   .   .          !
 2009.1! +    *                               !!          .   .   .0         !
 2009.2!     + *                              !!          .   . 0 .          !
 2009.3!       +*                             !!          .   . 0 .          !
 2009.4! *      +                             !!       0  .   .   .          !
 2010.1! +*                                   !!          .   .0  .          !
 2010.2!* +                                   !!          .0  .   .          !
 2010.3*+                                     !!          . 0 .   .          !
 2010.4!+*                                    !!          .   . 0 .          !
 2011.1!  +   *                               !!          .   .   0          !
 2011.2! *   +                                !!          0   .   .          !
 2011.3! +*                                   !!          .   .0  .          !
 2011.4!   +*                                 !!          .   .0  .          !
 2012.1!  * +                                 !!          .  0.   .          !
 2012.2! * +                                  !!          . 0 .   .          !
 2012.3*  +                                   !!          0   .   .          !
 2012.4!+  *                                  !!          .   .  0.          !


     30.85 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKCE=UKPX$/CEPMM;                                                      
 GENR LAAUKCE=LOG(AAUKCE+.00001);                                             
 GENR LAUKCE=LOG(AUKCE+.00001);                                               
 LHS AAUKCE=EXP(LAAUKCE)-.00001;                                              
  EQ 2062 LAAUKCE C LAUKCE(-1) PUKCE;                                         
EQUATION 1281  LAAUKCE  
   RHS     C  LAUKCE(-1)  PUKCE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1281 PLOT=0;END;                                                     

Equation number = 1281
**********************

Dependent variable = LAAUKCE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.627983679

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.152386420       0.296870415  -0.51331     1.000000
14252 LAUKCE  ( -1)       0.789156948       0.043597032  18.10116    -3.620651
14250 PUKCE   (  0)      -0.624298624       0.298446545  -2.09183     0.990448

SE of equation            =     0.378827985
Sum of squared residuals  =  26.5494688       0.135846889E-11
Average absolute error    =     0.295950831
Sum of ABS residuals      =  55.6387562    
R squared                 =   0.67217
Durbin-Watson statistic   =   2.76036
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                         +            !!          .   0   .          !
 1966.2!                       +              !!          .   0   .          !
 1966.3!                    *+                !!          .  0.   .          !
 1966.4!                  +         *         !!          .   .   .  0       !
 1967.1!                         +  *         !!          .   .  0.          !
 1967.2!                         +*           !!          .   .0  .          !
 1967.3!                       +  *           !!          .   . 0 .          !
 1967.4!                       + *            !!          .   .0  .          !
 1968.1!                       +    *         !!          .   .   0          !
 1968.2!                          +*          !!          .   .0  .          !
 1968.3!                   *    +             !!          0   .   .          !
 1968.4!                   +     *            !!          .   .   .0         !
 1969.1!                      +   *           !!          .   . 0 .          !
 1969.2!                       + *            !!          .   . 0 .          !
 1969.3!                      + *             !!          .   .0  .          !
 1969.4!                      +       *       !!          .   .   . 0        !
 1970.1!                            +         !!          .   0   .          !
 1970.2!                          +   *       !!          .   .  0.          !
 1970.3!                       *    +         !!          0   .   .          !
 1970.4!                      +            *  !!          .   .   .     0    !
 1971.1!                          *     +     !!          0   .   .          !
 1971.2!                         +       *    !!          .   .   . 0        !
 1971.3!                             *+       !!          .  0.   .          !
 1971.4!                           +    *     !!          .   .  0.          !
 1972.1!                             +  *     !!          .   . 0 .          !
 1972.2!                             +  *     !!          .   .  0.          !
 1972.3!                      *       +       !!        0 .   .   .          !
 1972.4!                      +           *   !!          .   .   .    0     !
 1973.1!                            *  +      !!          .0  .   .          !
 1973.2!                          +  *        !!          .   . 0 .          !
 1973.3!                       *    +         !!          0   .   .          !
 1973.4!                 *     +              !!         0.   .   .          !
 1974.1!                  +       *           !!          .   .   . 0        !
 1974.2!                      *  +            !!          . 0 .   .          !
 1974.3!                      +               *!          .   .   .       0  !
 1974.4!                          *       +   !!        0 .   .   .          !
 1975.1!                         +   *        !!          .   .  0.          !
 1975.2!                           +         *!!          .   .   .  0       !
 1975.3!                      *           +   !!     0    .   .   .          !
 1975.4!                      +    *          !!          .   .   0          !
 1976.1!                           +  *       !!          .   .  0.          !
 1976.2!                      *      +        !!         0.   .   .          !
 1976.3!                       +      *       !!          .   .   . 0        !
 1976.4!                             +*       !!          .   .0  .          !
 1977.1!                        *    +        !!          0   .   .          !
 1977.2!                        +   *         !!          .   .  0.          !
 1977.3!               *           +          !!     0    .   .   .          !
 1977.4!                +         *           !!          .   .   .   0      !
 1978.1!                        + *           !!          .   .0  .          !
 1978.2!                *        +            !!       0  .   .   .          !
 1978.3!            *   +                     !!          .0  .   .          !
 1978.4!              +         *             !!          .   .   .   0      !
 1979.1!             *         +              !!      0   .   .   .          !
 1979.2!              + *                     !!          .   . 0 .          !
 1979.3!                + *                   !!          .   .0  .          !
 1979.4!                  +       *           !!          .   .   . 0        !
 1980.1!                       + *            !!          .   . 0 .          !
 1980.2!                   *  +               !!          . 0 .   .          !
 1980.3!               * +                    !!          .  0.   .          !
 1980.4!             +  *                     !!          .   . 0 .          !
 1981.1!               +*                     !!          .   .0  .          !
 1981.2!           *   +                      !!          .0  .   .          !
 1981.3!          * +                         !!          . 0 .   .          !
 1981.4!         +        *                   !!          .   .   .  0       !
 1982.1!                +*                    !!          .   0   .          !
 1982.2!                +   *                 !!          .   .  0.          !
 1982.3!              *   +                   !!          .0  .   .          !
 1982.4!             +           *            !!          .   .   .    0     !
 1983.1!                    * +               !!          . 0 .   .          !
 1983.2!                * +                   !!          . 0 .   .          !
 1983.3!               +                      !!          .  0.   .          !
 1983.4!               +  *                   !!          .   .  0.          !
 1984.1!                 +  *                 !!          .   . 0 .          !
 1984.2!                   +*                 !!          .   .0  .          !
 1984.3!                *  +                  !!          .0  .   .          !
 1984.4!                +  *                  !!          .   . 0 .          !
 1985.1!                   + *                !!          .   . 0 .          !
 1985.2!                  +    *              !!          .   .   0          !
 1985.3!                    +*                !!          .   .0  .          !
 1985.4!                   + *                !!          .   .0  .          !
 1986.1!                   +*                 !!          .   .0  .          !
 1986.2!                  + *                 !!          .   .0  .          !
 1986.3!                   +*                 !!          .   .0  .          !
 1986.4!                   + *                !!          .   .0  .          !
 1987.1!                    +   *             !!          .   .   0          !
 1987.2!                      +    *          !!          .   .   0          !
 1987.3!                        +*            !!          .   .0  .          !
 1987.4!                      +               !!          .   0   .          !
 1988.1!                    +  *              !!          .   . 0 .          !
 1988.2!                *   +                 !!          .0  .   .          !
 1988.3!              *+                      !!          .  0.   .          !
 1988.4!              +    *                  !!          .   .   0          !
 1989.1!                * +                   !!          . 0 .   .          !
 1989.2!                +*                    !!          .   .0  .          !
 1989.3!              *  +                    !!          . 0 .   .          !
 1989.4!              +    *                  !!          .   .   0          !
 1990.1!                  +*                  !!          .   .0  .          !
 1990.2!                  + *                 !!          .   .0  .          !
 1990.3!               *  +                   !!          . 0 .   .          !
 1990.4!               +         *            !!          .   .   .   0      !
 1991.1!             *         +              !!       0  .   .   .          !
 1991.2!            +  *                      !!          .   . 0 .          !
 1991.3!              +*                      !!          .   0   .          !
 1991.4!               +    *                 !!          .   .  0.          !
 1992.1!                *  +                  !!          . 0 .   .          !
 1992.2!               +                      !!          .   0   .          !
 1992.3!           *  +                       !!          . 0 .   .          !
 1992.4!            +*                        !!          .   .0  .          !
 1993.1!             +                        !!          .   0   .          !
 1993.2!            + *                       !!          .   .0  .          !
 1993.3!          *  +                        !!          .0  .   .          !
 1993.4!          +  *                        !!          .   . 0 .          !
 1994.1!             +  *                     !!          .   .  0.          !
 1994.2!              *+                      !!          .  0.   .          !
 1994.3!            * +                       !!          . 0 .   .          !
 1994.4!          *  +                        !!          . 0 .   .          !
 1995.1!           + *                        !!          .   . 0 .          !
 1995.2!          *  +                        !!          .0  .   .          !
 1995.3!          *+                          !!          .  0.   .          !
 1995.4!          + *                         !!          .   .0  .          !
 1996.1!           * +                        !!          .  0.   .          !
 1996.2!          * +                         !!          . 0 .   .          !
 1996.3!       *   +                          !!          .0  .   .          !
 1996.4!        + *                           !!          .   .0  .          !
 1997.1!          +  *                        !!          .   . 0 .          !
 1997.2!             +                        !!          .  0.   .          !
 1997.3!        *    +                        !!          .0  .   .          !
 1997.4!         +   *                        !!          .   .  0.          !
 1998.1!           * +                        !!          .  0.   .          !
 1998.2!           +                          !!          .   0   .          !
 1998.3!     *     +                          !!          0   .   .          !
 1998.4!       +   *                          !!          .   .  0.          !
 1999.1!         * +                          !!          .  0.   .          !
 1999.2!       * +                            !!          . 0 .   .          !
 1999.3!   *    +                             !!          0   .   .          !
 1999.4!     + *                              !!          .   .0  .          !
 2000.1!    *   +                             !!          .0  .   .          !
 2000.2!     * +                              !!          .  0.   .          !
 2000.3!*      +                              !!         0.   .   .          !
 2000.4!   +  *                               !!          .   . 0 .          !
 2001.1!    *   +                             !!          .0  .   .          !
 2001.2!    *  +                              !!          . 0 .   .          !
 2001.3!    *  +                              !!          . 0 .   .          !
 2001.4!       +   *                          !!          .   .  0.          !
 2002.1!         *  +                         !!          . 0 .   .          !
 2002.2!   *      +                           !!         0.   .   .          !
 2002.3! *   +                                !!          .0  .   .          !
 2002.4!    +  *                              !!          .   .  0.          !
 2003.1!   *     +                            !!          0   .   .          !
 2003.2!     + *                              !!          .   .0  .          !
 2003.3!   *    +                             !!          0   .   .          !
 2003.4!     + *                              !!          .   .0  .          !
 2004.1!     *  +                             !!          . 0 .   .          !
 2004.2!     * +                              !!          . 0 .   .          !
 2004.3!*      +                              !!         0.   .   .          !
 2004.4!  +   *                               !!          .   .  0.          !
 2005.1!  *    +                              !!          0   .   .          !
 2005.2!    +                                 !!          .   0   .          !
 2005.3*      +                               !!         0.   .   .          !
 2005.4!   +*                                 !!          .   .0  .          !
 2006.1!   *   +                              !!          .0  .   .          !
 2006.2!  *   +                               !!          .0  .   .          !
 2006.3*     +                                !!          0   .   .          !
 2006.4!   +     *                            !!          .   .   .0         !
 2007.1!  *       +                           !!        0 .   .   .          !
 2007.2!  *  +                                !!          . 0 .   .          !
 2007.3!*    +                                !!          0   .   .          !
 2007.4! * +                                  !!          . 0 .   .          !
 2008.1! *  +                                 !!          . 0 .   .          !
 2008.2!  * +                                 !!          .  0.   .          !
 2008.3!  *  +                                !!          .0  .   .          !
 2008.4!   *  +                               !!          . 0 .   .          !
 2009.1!       +    *                         !!          .   .   0          !
 2009.2!              +     *                 !!          .   .   0          !
 2009.3!*                   +                 !0          .   .   .          !
 2009.4!    +             *                   !!          .   .   .      0   !
 2010.1!              *   +                   !!          .0  .   .          !
 2010.2!               +*                     !!          .   .0  .          !
 2010.3!            *    +                    !!          .0  .   .          !
 2010.4!   *          +                       !!      0   .   .   .          !
 2011.1!       +          *                   !!          .   .   .    0     !
 2011.2!            *     +                   !!          0   .   .          !
 2011.3!    *         +                       !!      0   .   .   .          !
 2011.4!       +  *                           !!          .   .  0.          !
 2012.1!      *     +                         !!         0.   .   .          !
 2012.2*         +                            !!       0  .   .   .          !
 2012.3!    +     *                           !!          .   .   .0         !
 2012.4!        *   +                         !!          .0  .   .          !


     25.53 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@EQ  2063 LAAFICE C LAFICE(-1) PFICE;SMPL 1966.1 2012.4;OLS;EST 2063 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASCE=ASPX$/CEPMM;                                                      
 GENR LAAASCE=LOG(AAASCE+.00001);                                             
 GENR LAASCE=LOG(AASCE+.00001);                                               
 LHS AAASCE=EXP(LAAASCE)-.00001;                                              
  EQ 2064 LAAASCE C LAASCE(-1) PASCE;                                         
EQUATION 1282  LAAASCE  
   RHS     C  LAASCE(-1)  PASCE  
 SMPL 1978.1 2012.4;                                                          
Sample period is now  1978.1 to  2012.4 Internally:   105 to   244
 OLS;EST 1282 PLOT=0;END;                                                     

Equation number = 1282
**********************

Dependent variable = LAAASCE 

 1978.1 -   2012.4,    0 missing obs.,  140 obs. used.

Mean of dependent variable       -5.432082308

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.759644687       0.368633833  -4.77342     1.000000
14255 LAASCE  ( -1)       0.582623436       0.066949389   8.70245    -5.450414
14253 PASCE   (  0)      -0.480273108       0.265739026  -1.80731     1.034617

SE of equation            =     0.611891250
Sum of squared residuals  =  51.2942936       0.674393874E-11
Average absolute error    =     0.419832942
Sum of ABS residuals      =  58.7766118    
R squared                 =   0.43583
Durbin-Watson statistic   =   2.44985
SMPL and No. Obs.         = 1978.1   2012.4    140

Plot of actual(*) and fitted(+) values and residuals(0)


 1978.1!*             +                       !!    0     .   .   .          !
 1978.2*           +                          !!     0    .   .   .          !
 1978.3!          +       *                   !!          .   .   .0         !
 1978.4!                    * +               !!          .  0.   .          !
 1979.1!                       +    *         !!          .   .   0          !
 1979.2!                           *+         !!          .  0.   .          !
 1979.3!                           +    *     !!          .   .   0          !
 1979.4!                         *    +       !!          0   .   .          !
 1980.1!                          +       *   !!          .   .   . 0        !
 1980.2!                               +      !!          .   0   .          !
 1980.3!                       *     +        !!          0   .   .          !
 1980.4!                    *   +             !!          .0  .   .          !
 1981.1!                  *    +              !!          0   .   .          !
 1981.2!                 *   +                !!          .0  .   .          !
 1981.3!      *              +                !!    0     .   .   .          !
 1981.4!              +           *           !!          .   .   .   0      !
 1982.1!      *                   +           !0          .   .   .          !
 1982.2!              +      *                !!          .   .   .0         !
 1982.3!   *                   +              !0          .   .   .          !
 1982.4!          * +                         !!          . 0 .   .          !
 1983.1!                 +                *   !!          .   .   .        0 !
 1983.2!             *                 +      !! 0        .   .   .          !
 1983.3!             *     +                  !!          0   .   .          !
 1983.4!        *          +                  !!      0   .   .   .          !
 1984.1!               +      *               !!          .   .   .0         !
 1984.2!                        +*            !!          .   0   .          !
 1984.3!                     *    +           !!          .0  .   .          !
 1984.4!                        +             !!          .   0   .          !
 1985.1!                    *    +            !!          0   .   .          !
 1985.2!                       +    *         !!          .   .   0          !
 1985.3!                         * +          !!          . 0 .   .          !
 1985.4!                        * +           !!          . 0 .   .          !
 1986.1!                         +     *      !!          .   .   0          !
 1986.2!                           *  +       !!          . 0 .   .          !
 1986.3!                     *      +         !!         0.   .   .          !
 1986.4!                        + *           !!          .   .0  .          !
 1987.1!                           +   *      !!          .   . 0 .          !
 1987.2!                        *     +       !!          0   .   .          !
 1987.3!                    *     +           !!         0.   .   .          !
 1987.4!                       +        *     !!          .   .   .  0       !
 1988.1!                            * +       !!          . 0 .   .          !
 1988.2!                      *    +          !!          0   .   .          !
 1988.3!                        +    *        !!          .   .   0          !
 1988.4!                        *   +         !!          0   .   .          !
 1989.1!                  *      +            !!         0.   .   .          !
 1989.2!                     +     *          !!          .   .   0          !
 1989.3!                           +*         !!          .   .0  .          !
 1989.4!                        *   +         !!          . 0 .   .          !
 1990.1!                   *      +           !!         0.   .   .          !
 1990.2!                      +      *        !!          .   .   .0         !
 1990.3!                      *     +         !!          0   .   .          !
 1990.4!                         +    *       !!          .   .   0          !
 1991.1!                              +*      !!          .   .0  .          !
 1991.2!                              +   *   !!          .   .  0.          !
 1991.3!                               +*     !!          .   .0  .          !
 1991.4!                         *     +      !!          0   .   .          !
 1992.1!                        *  +          !!          . 0 .   .          !
 1992.2!                          +    *      !!          .   .   0          !
 1992.3!                              +       !!          .   0   .          !
 1992.4!                             +        !!          .   0   .          !
 1993.1!                             +  *     !!          .   . 0 .          !
 1993.2!                               +  *   !!          .   . 0 .          !
 1993.3!                                +*    !!          .   .0  .          !
 1993.4!                               +   *  !!          .   .  0.          !
 1994.1!                                 + *  !!          .   .0  .          !
 1994.2!                               *+     !!          .  0.   .          !
 1994.3!                               +  *   !!          .   .  0.          !
 1994.4!                                + *   !!          .   .0  .          !
 1995.1!                                + *   !!          .   . 0 .          !
 1995.2!                                + *   !!          .   . 0 .          !
 1995.3!                               *+     !!          .  0.   .          !
 1995.4!                              +  *    !!          .   . 0 .          !
 1996.1!                               +      !!          .   0   .          !
 1996.2!                              +       *!          .   .   . 0        !
 1996.3!                                  +*  !!          .   .0  .          !
 1996.4!                                 +*   !!          .   .0  .          !
 1997.1!                                +  *  !!          .   .  0.          !
 1997.2!                                 +    !!          .   0   .          !
 1997.3!                               + *    !!          .   .0  .          !
 1997.4!                               +      !!          .   0   .          !
 1998.1!                              +    *  !!          .   .  0.          !
 1998.2!                                +*    !!          .   0   .          !
 1998.3!                               +      *!          .   .   0          !
 1998.4!                                  +  *!!          .   . 0 .          !
 1999.1!                                  + * !!          .   . 0 .          !
 1999.2!                                 +    !!          .  0.   .          !
 1999.3!                            *  +      !!          . 0 .   .          !
 1999.4!                             +  *     !!          .   . 0 .          !
 2000.1!                              *+      !!          .   0   .          !
 2000.2!                              +   *   !!          .   .  0.          !
 2000.3!                             *  +     !!          . 0 .   .          !
 2000.4!                             + *      !!          .   .0  .          !
 2001.1!                           *  +       !!          . 0 .   .          !
 2001.2!                            + *       !!          .   .0  .          !
 2001.3!                             +*       !!          .   0   .          !
 2001.4!                              +       !!          .   0   .          !
 2002.1!                              +*      !!          .   .0  .          !
 2002.2!                              +*      !!          .   .0  .          !
 2002.3!                              + *     !!          .   .0  .          !
 2002.4!                             * +      !!          .  0.   .          !
 2003.1!                             +        !!          .   0   .          !
 2003.2!                             +        !!          .   0   .          !
 2003.3!                             +*       !!          .   .0  .          !
 2003.4!                              +       !!          .   0   .          !
 2004.1!                             +  *     !!          .   . 0 .          !
 2004.2!                              *+      !!          .  0.   .          !
 2004.3!                             +        !!          .   0   .          !
 2004.4!                            +         !!          .   0   .          !
 2005.1!                            +*        !!          .   .0  .          !
 2005.2!                             +        !!          .   0   .          !
 2005.3!                            +         !!          .   0   .          !
 2005.4!                           *+         !!          .   0   .          !
 2006.1!                           +*         !!          .   .0  .          !
 2006.2!                            + *       !!          .   . 0 .          !
 2006.3!                           * +        !!          .  0.   .          !
 2006.4!                           + *        !!          .   .0  .          !
 2007.1!                         *  +         !!          . 0 .   .          !
 2007.2!                         +  *         !!          .   . 0 .          !
 2007.3!                         * +          !!          . 0 .   .          !
 2007.4!                         +            !!          .  0.   .          !
 2008.1!                        *+            !!          .  0.   .          !
 2008.2!                        +             !!          .   0   .          !
 2008.3!                        +  *          !!          .   . 0 .          !
 2008.4!                          +  *        !!          .   . 0 .          !
 2009.1!                      *    +          !!          0   .   .          !
 2009.2!                       +   *          !!          .   .  0.          !
 2009.3!                           +*         !!          .   .0  .          !
 2009.4!                         * +          !!          .  0.   .          !
 2010.1!                        *+            !!          .  0.   .          !
 2010.2!                        +*            !!          .   .0  .          !
 2010.3!                        + *           !!          .   . 0 .          !
 2010.4!                        + *           !!          .   .0  .          !
 2011.1!                        +             !!          .   0   .          !
 2011.2!                       +     *        !!          .   .   .0         !
 2011.3!                          +  *        !!          .   .  0.          !
 2011.4!                          + *         !!          .   .0  .          !
 2012.1!                         + *          !!          .   . 0 .          !
 2012.2!                         +  *         !!          .   . 0 .          !
 2012.3!                         +            !!          .   0   .          !
 2012.4!                        +  *          !!          .   . 0 .          !


     23.57 percent of the residuals exceed 1 SE
      6.43 percent of the residuals exceed 2 SE
@EQ  2065 LAASOCE C LASOCE(-1) PSOCE;SMPL 1978.1 2012.4;OLS;EST 2065 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOCE=KOPX$/CEPMM;                                                      
 GENR LAAKOCE=LOG(AAKOCE+.00001);                                             
 GENR LAKOCE=LOG(AKOCE+.00001);                                               
 LHS AAKOCE=EXP(LAAKOCE)-.00001;                                              
  EQ 2066 LAAKOCE C LAKOCE(-1) PKOCE;                                         
EQUATION 1283  LAAKOCE  
   RHS     C  LAKOCE(-1)  PKOCE  
 SMPL 1977.3 2012.4;                                                          
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
 OLS;EST 1283 PLOT=0;END;                                                     

Equation number = 1283
**********************

Dependent variable = LAAKOCE 

 1977.3 -   2012.4,    0 missing obs.,  142 obs. used.

Mean of dependent variable       -3.767636407

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.515667573       0.137404675  -3.75291     1.000000
14258 LAKOCE  ( -1)       0.677757739       0.055594445  12.19111    -3.792603
14256 PKOCE   (  0)      -0.483133399       0.114953715  -4.20285     1.410590

SE of equation            =     0.350406807
Sum of squared residuals  =  17.0671053      -0.573319170E-12
Average absolute error    =     0.236120175
Sum of ABS residuals      =  33.5290648    
R squared                 =   0.81327
Durbin-Watson statistic   =   2.51962
SMPL and No. Obs.         = 1977.3   2012.4    142

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.3*       +                              !!      0    .  .  .           !
 1977.4!      +   *                           !!           .  .  .0          !
 1978.1!            * +                       !!           .0 .  .           !
 1978.2!            * +                       !!           .0 .  .           !
 1978.3!              +                       !!           . 0.  .           !
 1978.4!            *   +                     !!          0.  .  .           !
 1979.1!         *    +                       !!        0  .  .  .           !
 1979.2!           *+                         !!           . 0.  .           !
 1979.3!              +*                      !!           .  0  .           !
 1979.4!                 +  *                 !!           .  .  0           !
 1980.1!              *      +                !!       0   .  .  .           !
 1980.2!              *  +                    !!           0  .  .           !
 1980.3!                 + *                  !!           .  . 0.           !
 1980.4!                    +  *              !!           .  .  0           !
 1981.1!                 *     +              !!         0 .  .  .           !
 1981.2!                   +                  !!           .  0  .           !
 1981.3!                 * +                  !!           0  .  .           !
 1981.4!                  +      *            !!           .  .  .   0       !
 1982.1!               *        +             !!     0     .  .  .           !
 1982.2!           *     +                    !!        0  .  .  .           !
 1982.3!              + *                     !!           .  . 0.           !
 1982.4!                 +                    !!           .  0  .           !
 1983.1!              *   +                   !!         0 .  .  .           !
 1983.2!                +      *              !!           .  .  .   0       !
 1983.3!               *      +               !!      0    .  .  .           !
 1983.4!                 +                    !!           .  0  .           !
 1984.1!                * +                   !!           .0 .  .           !
 1984.2!                * +                   !!           .0 .  .           !
 1984.3!                 + *                  !!           .  . 0.           !
 1984.4!                  *+                  !!           . 0.  .           !
 1985.1!           *      +                   !!       0   .  .  .           !
 1985.2!              +             *         !!           .  .  .           0
 1985.3!                   *     +            !!       0   .  .  .           !
 1985.4!                 *  +                 !!           0  .  .           !
 1986.1!                  +     *             !!           .  .  .  0        !
 1986.2!                   *   +              !!          0.  .  .           !
 1986.3!                    +*                !!           .  0  .           !
 1986.4!                     +*               !!           .  .0 .           !
 1987.1!                      +    *          !!           .  .  . 0         !
 1987.2!                       * +            !!           0  .  .           !
 1987.3!                      +               !!           .  0  .           !
 1987.4!                      +               !!           .  0  .           !
 1988.1!                     +  *             !!           .  . 0.           !
 1988.2!                      +               !!           .  0  .           !
 1988.3!                     + *              !!           .  . 0.           !
 1988.4!                      + *             !!           .  . 0.           !
 1989.1!                      +               !!           .  0  .           !
 1989.2!                    +*                !!           .  .0 .           !
 1989.3!                    +   *             !!           .  .  .0          !
 1989.4!                     *+               !!           . 0.  .           !
 1990.1!                  *  +                !!           0  .  .           !
 1990.2!                   +*                 !!           .  .0 .           !
 1990.3!                    +*                !!           .  .0 .           !
 1990.4!                      +               !!           .  0  .           !
 1991.1!                     *+               !!           . 0.  .           !
 1991.2!                    +   *             !!           .  .  .0          !
 1991.3!                      +   *           !!           .  .  0           !
 1991.4!                 *       +            !!      0    .  .  .           !
 1992.1!                   +   *              !!           .  .  .0          !
 1992.2!                      + *             !!           .  . 0.           !
 1992.3!                       + *            !!           .  .0 .           !
 1992.4!                       + *            !!           .  . 0.           !
 1993.1!                        +             !!           .  .0 .           !
 1993.2!                       +*             !!           .  . 0.           !
 1993.3!                       +*             !!           .  .0 .           !
 1993.4!                       + *            !!           .  . 0.           !
 1994.1!                        +*            !!           .  .0 .           !
 1994.2!                       + *            !!           .  . 0.           !
 1994.3!                        +             !!           .  0  .           !
 1994.4!                        +*            !!           .  .0 .           !
 1995.1!                        + *           !!           .  . 0.           !
 1995.2!                         +*           !!           .  .0 .           !
 1995.3!                         +*           !!           .  .0 .           !
 1995.4!                         +  *         !!           .  .  0           !
 1996.1!                          +*          !!           .  0  .           !
 1996.2!                          +*          !!           .  .0 .           !
 1996.3!                         *+           !!           . 0.  .           !
 1996.4!                         + *          !!           .  . 0.           !
 1997.1!                          +           !!           .  0  .           !
 1997.2!                         +            !!           .  0  .           !
 1997.3!                         + *          !!           .  . 0.           !
 1997.4!                            + *       !!           .  . 0.           !
 1998.1!                               +*     !!           .  0  .           !
 1998.2!                              * +     !!           .0 .  .           !
 1998.3!                              *+      !!           . 0.  .           !
 1998.4!                            * +       !!           .0 .  .           !
 1999.1!                          *+          !!           .0 .  .           !
 1999.2!                          +*          !!           .  .0 .           !
 1999.3!                          *+          !!           . 0.  .           !
 1999.4!                          +*          !!           .  .0 .           !
 2000.1!                          +*          !!           .  .0 .           !
 2000.2!                           +          !!           .  .0 .           !
 2000.3!                           +          !!           .  0  .           !
 2000.4!                         * +          !!           . 0.  .           !
 2001.1!                          +   *       !!           .  .  .0          !
 2001.2!                           * +        !!           .0 .  .           !
 2001.3!                           +*         !!           .  .0 .           !
 2001.4!                          *  +        !!           .0 .  .           !
 2002.1!                           +          !!           .  0  .           !
 2002.2!                           +*         !!           .  .0 .           !
 2002.3!                          * +         !!           .0 .  .           !
 2002.4!                         * +          !!           .0 .  .           !
 2003.1!                          +           !!           .  0  .           !
 2003.2!                           +          !!           . 0.  .           !
 2003.3!                           *+         !!           . 0.  .           !
 2003.4!                            +         !!           .  .0 .           !
 2004.1!                           * +        !!           . 0.  .           !
 2004.2!                            +*        !!           .  .0 .           !
 2004.3!                          *  +        !!           0  .  .           !
 2004.4!                           +*         !!           .  .0 .           !
 2005.1!                             + *      !!           .  . 0.           !
 2005.2!                             *+       !!           . 0.  .           !
 2005.3!                            *+        !!           . 0.  .           !
 2005.4!                             +  *     !!           .  .  0           !
 2006.1!                               +      !!           .  0  .           !
 2006.2!                               +*     !!           .  .0 .           !
 2006.3!                                +     !!           .  0  .           !
 2006.4!                                +     !!           .  0  .           !
 2007.1!                                +*    !!           .  .0 .           !
 2007.2!                                +    *!!           .  .  . 0         !
 2007.3!                                    +*!!           .  .0 .           !
 2007.4!                                   +  *!           .  .  0           !
 2008.1!                                    + !!           .  0  .           !
 2008.2!                                  *+  !!           . 0.  .           !
 2008.3!                                  +   !!           .  0  .           !
 2008.4!                                  +   !!           .  0  .           !
 2009.1!                                  +*  !!           .  .0 .           !
 2009.2!                                  *+  !!           . 0.  .           !
 2009.3!                                  +*  !!           .  .0 .           !
 2009.4!                                   + *!!           .  . 0.           !
 2010.1!                                   +* !!           .  0  .           !
 2010.2!                                   +  !!           .  0  .           !
 2010.3!                                   +  !!           .  .0 .           !
 2010.4!                                  *+  !!           . 0.  .           !
 2011.1!                                * +   !!           .0 .  .           !
 2011.2!                               *+     !!           . 0.  .           !
 2011.3!                               *+     !!           . 0.  .           !
 2011.4!                                +     !!           .  0  .           !
 2012.1!                               *+     !!           . 0.  .           !
 2012.2!                                +     !!           .  0  .           !
 2012.3!                              *  +    !!           .0 .  .           !
 2012.4!                               +*     !!           .  0  .           !


     18.31 percent of the residuals exceed 1 SE
      7.75 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBECE=BEPX$Q/CEPMM;                                                     
 GENR LAABECE=LOG(AABECE+.00001);                                             
 GENR LABECE=LOG(ABECE+.00001);                                               
 LHS AABECE=EXP(LAABECE)-.00001;                                              
  EQ 2067 LAABECE C LABECE(-1) PBECE;                                         
EQUATION 1284  LAABECE  
   RHS     C  LABECE(-1)  PBECE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1284 PLOT=0;END;                                                     

Equation number = 1284
**********************

Dependent variable = LAABECE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.461234129

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.114477682       0.334848785  -3.32830     1.000000
14261 LABECE  ( -1)       0.629622591       0.056189306  11.20538    -4.458154
14259 PBECE   (  0)      -0.557868396       0.269090373  -2.07316     0.967616

SE of equation            =     0.306233353
Sum of squared residuals  =  17.3490903       0.168451919E-10
Average absolute error    =     0.231293265
Sum of ABS residuals      =  43.4831337    
R squared                 =   0.42995
Durbin-Watson statistic   =   2.34420
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


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     27.66 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@EQ  2068 LAADECE C LADECE(-1) PDECE;SMPL 1966.1 2012.4;OLS;EST 2068 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOCE=NOPX$Q/CEPMM;                                                     
 GENR LAANOCE=LOG(AANOCE+.00001);                                             
 GENR LANOCE=LOG(ANOCE+.00001);                                               
 LHS AANOCE=EXP(LAANOCE)-.00001;                                              
  EQ 2069 LAANOCE C LANOCE(-1) PNOCE;                                         
EQUATION 1285  LAANOCE  
   RHS     C  LANOCE(-1)  PNOCE  
 SMPL 1978.2 2012.4;                                                          
Sample period is now  1978.2 to  2012.4 Internally:   106 to   244
 OLS;EST 1285 PLOT=0;END;                                                     

Equation number = 1285
**********************

Dependent variable = LAANOCE 

 1978.2 -   2012.4,    0 missing obs.,  139 obs. used.

Mean of dependent variable       -5.901982009

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.482424966       0.400017118  -6.20580     1.000000
14264 LANOCE  ( -1)       0.464309331       0.074344332   6.24539    -5.894062
14262 PNOCE   (  0)      -0.797018057       0.234373260  -3.40064     0.856805

SE of equation            =     0.564747998
Sum of squared residuals  =  43.3758810       0.158824065E-10
Average absolute error    =     0.429428025
Sum of ABS residuals      =  59.6904955    
R squared                 =   0.38072
Durbin-Watson statistic   =   2.17281
SMPL and No. Obs.         = 1978.2   2012.4    139

Plot of actual(*) and fitted(+) values and residuals(0)


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 2011.3!       *+                             !!          .  0.   .          !
 2011.4!        + *                           !!          .   .0  .          !
 2012.1!         +    *                       !!          .   .   0          !
 2012.2!            + *                       !!          .   .0  .          !
 2012.3!            +        *                !!          .   .   .  0       !
 2012.4!            *  +                      !!          . 0 .   .          !


     21.58 percent of the residuals exceed 1 SE
      3.60 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWCE=SWPX$Q/CEPMM;                                                     
 GENR LAASWCE=LOG(AASWCE+.00001);                                             
 GENR LASWCE=LOG(ASWCE+.00001);                                               
 LHS AASWCE=EXP(LAASWCE)-.00001;                                              
  EQ 2070 LAASWCE C LASWCE(-1) PSWCE;                                         
EQUATION 1286  LAASWCE  
   RHS     C  LASWCE(-1)  PSWCE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1286 PLOT=0;END;                                                     

Equation number = 1286
**********************

Dependent variable = LAASWCE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.622922389

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.063544106       0.350299858  -5.89079     1.000000
14267 LASWCE  ( -1)       0.548147783       0.062082040   8.82941    -4.619850
14265 PSWCE   (  0)      -0.023890547       0.163313476  -0.14629     1.130888

SE of equation            =     0.281920246
Sum of squared residuals  =  14.7036197      -0.443201031E-12
Average absolute error    =     0.218855845
Sum of ABS residuals      =  41.1448988    
R squared                 =   0.29679
Durbin-Watson statistic   =   2.25184
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!              *  +                    !!         . 0  .    .         !
 1966.2!               + *                    !!         .    . 0  .         !
 1966.3!                +        *            !!         .    .    . 0       !
 1966.4!                     + *              !!         .    . 0  .         !
 1967.1!                    +    *            !!         .    .    0         !
 1967.2!              *      +                !!        0.    .    .         !
 1967.3!               +*                     !!         .    .0   .         !
 1967.4!                +   *                 !!         .    .  0 .         !
 1968.1!                * +                   !!         .  0 .    .         !
 1968.2!                +*                    !!         .    .0   .         !
 1968.3!                +   *                 !!         .    .  0 .         !
 1968.4!                 *+                   !!         .   0.    .         !
 1969.1!               * +                    !!         .   0.    .         !
 1969.2!               +    *                 !!         .    .   0.         !
 1969.3!         *        +                   !!       0 .    .    .         !
 1969.4!         *  +                         !!         . 0  .    .         !
 1970.1!            +        *                !!         .    .    .  0      !
 1970.2!                   +*                 !!         .    .0   .         !
 1970.3!             *    +                   !!         .0   .    .         !
 1970.4!            * +                       !!         .  0 .    .         !
 1971.1!              + *                     !!         .    . 0  .         !
 1971.2!               *+                     !!         .   0.    .         !
 1971.3!                +       *             !!         .    .    .  0      !
 1971.4!                     +                *!         .    .    .         0
 1972.1!                     *      +         !!        0.    .    .         !
 1972.2!          *        +                  !!      0  .    .    .         !
 1972.3!            +         *               !!         .    .    .  0      !
 1972.4!               *   +                  !!         .0   .    .         !
 1973.1!                +     *               !!         .    .    0         !
 1973.2!                   +                  !!         .    0    .         !
 1973.3!                  +                   !!         .    .0   .         !
 1973.4!       *         +                    !!     0   .    .    .         !
 1974.1!           +     *                    !!         .    .    0         !
 1974.2!             *  +                     !!         . 0  .    .         !
 1974.3!              +        *              !!         .    .    .  0      !
 1974.4!              *     +                 !!         0    .    .         !
 1975.1!             * +                      !!         .  0 .    .         !
 1975.2!              +  *                    !!         .    . 0  .         !
 1975.3!                +*                    !!         .    .0   .         !
 1975.4*                 +                    !0         .    .    .         !
 1976.1!       +     *                        !!         .    .    0         !
 1976.2!            * +                       !!         .  0 .    .         !
 1976.3*              +                       !!  0      .    .    .         !
 1976.4!       +         *                    !!         .    .    .   0     !
 1977.1!       *         +                    !!      0  .    .    .         !
 1977.2!     *     +                          !!        0.    .    .         !
 1977.3!          + *                         !!         .    . 0  .         !
 1977.4!        *     +                       !!         0    .    .         !
 1978.1!     *     +                          !!         0    .    .         !
 1978.2!          + *                         !!         .    . 0  .         !
 1978.3!    *         +                       !!      0  .    .    .         !
 1978.4!        * +                           !!         .   0.    .         !
 1979.1!            + *                       !!         .    . 0  .         !
 1979.2!               +      *               !!         .    .    .0        !
 1979.3!        *          +                  !!    0    .    .    .         !
 1979.4!          *+                          !!         .   0.    .         !
 1980.1!        *    +                        !!         .0   .    .         !
 1980.2!   *        +                         !!       0 .    .    .         !
 1980.3!         + *                          !!         .    . 0  .         !
 1980.4!              +*                      !!         .    .0   .         !
 1981.1!          *    +                      !!         0    .    .         !
 1981.2!       *     +                        !!         0    .    .         !
 1981.3!          *+                          !!         .   0.    .         !
 1981.4!             +   *                    !!         .    .   0.         !
 1982.1!           *     +                    !!         0    .    .         !
 1982.2!   *         +                        !!     0   .    .    .         !
 1982.3!         + *                          !!         .    . 0  .         !
 1982.4!            *+                        !!         .   0.    .         !
 1983.1!              +  *                    !!         .    . 0  .         !
 1983.2!                +    *                !!         .    .   0.         !
 1983.3!                   +*                 !!         .    .0   .         !
 1983.4!                  + *                 !!         .    . 0  .         !
 1984.1!             *    +                   !!         .0   .    .         !
 1984.2!               +         *            !!         .    .    .   0     !
 1984.3!                  *  +                !!         .  0 .    .         !
 1984.4!                 +    *               !!         .    .   0.         !
 1985.1!                   +     *            !!         .    .    0         !
 1985.2!                     +      *         !!         .    .    .0        !
 1985.3!                       +    *         !!         .    .    0         !
 1985.4!                       + *            !!         .    . 0  .         !
 1986.1!                     +        *       !!         .    .    .  0      !
 1986.2!                       *+             !!         .   0.    .         !
 1986.3!                    +                 !!         .    0    .         !
 1986.4!                  +      *            !!         .    .    .0        !
 1987.1!                  *  +                !!         .  0 .    .         !
 1987.2!                 +  *                 !!         .    .  0 .         !
 1987.3!                  +      *            !!         .    .    .0        !
 1987.4!                  *  +                !!         . 0  .    .         !
 1988.1!                 +   *                !!         .    .  0 .         !
 1988.2!            *      +                  !!        0.    .    .         !
 1988.3!              +        *              !!         .    .    .  0      !
 1988.4!                 *  +                 !!         . 0  .    .         !
 1989.1!                +  *                  !!         .    . 0  .         !
 1989.2!                  +                   !!         .    0    .         !
 1989.3!                 + *                  !!         .    .0   .         !
 1989.4!                 +          *         !!         .    .    .   0     !
 1990.1!                      +  *            !!         .    . 0  .         !
 1990.2!                     +        *       !!         .    .    .  0      !
 1990.3!                        +      *      !!         .    .    .0        !
 1990.4!                *       +             !!       0 .    .    .         !
 1991.1!            *   +                     !!         .0   .    .         !
 1991.2!      *      +                        !!       0 .    .    .         !
 1991.3!          +             *             !!         .    .    .      0  !
 1991.4!             *       +                !!       0 .    .    .         !
 1992.1!             *+                       !!         .   0.    .         !
 1992.2!         *    +                       !!         0    .    .         !
 1992.3!           *+                         !!         .   0.    .         !
 1992.4!          *  +                        !!         . 0  .    .         !
 1993.1!             +                        !!         .    .0   .         !
 1993.2!              +*                      !!         .    0    .         !
 1993.3!             * +                      !!         .  0 .    .         !
 1993.4!            * +                       !!         .  0 .    .         !
 1994.1!           *  +                       !!         . 0  .    .         !
 1994.2!             +                        !!         .    0    .         !
 1994.3!             * +                      !!         .  0 .    .         !
 1994.4!              +  *                    !!         .    .  0 .         !
 1995.1!                 +                    !!         .    .0   .         !
 1995.2!                 +*                   !!         .    .0   .         !
 1995.3!               * +                    !!         .   0.    .         !
 1995.4!                +     *               !!         .    .    0         !
 1996.1!                   +   *              !!         .    .  0 .         !
 1996.2!                 *  +                 !!         .  0 .    .         !
 1996.3!                 + *                  !!         .    . 0  .         !
 1996.4!                * +                   !!         .  0 .    .         !
 1997.1!                +                     !!         .    0    .         !
 1997.2!                +   *                 !!         .    .   0.         !
 1997.3!                  +     *             !!         .    .    0         !
 1997.4!                     +        *       !!         .    .    .  0      !
 1998.1!               *        +             !!       0 .    .    .         !
 1998.2!                +      *              !!         .    .    .0        !
 1998.3!                    +                 !!         .    0    .         !
 1998.4!                  +                   !!         .    0    .         !
 1999.1!                 +         *          !!         .    .    .  0      !
 1999.2!                      +    *          !!         .    .   0.         !
 1999.3!                      +     *         !!         .    .    0         !
 1999.4!                       +*             !!         .    .0   .         !
 2000.1!                     +      *         !!         .    .    .0        !
 2000.2!                      +    *          !!         .    .  0 .         !
 2000.3!                      +               !!         .    0    .         !
 2000.4!                   +   *              !!         .    .  0 .         !
 2001.1!                  * +                 !!         .  0 .    .         !
 2001.2!                 +   *                !!         .    .  0 .         !
 2001.3!             *     +                  !!         0    .    .         !
 2001.4!              *+                      !!         .    0    .         !
 2002.1!               +    *                 !!         .    .   0.         !
 2002.2!               *  +                   !!         . 0  .    .         !
 2002.3!             *  +                     !!         . 0  .    .         !
 2002.4!              +                       !!         .    0    .         !
 2003.1!               +                      !!         .    0    .         !
 2003.2!                +                     !!         .    0    .         !
 2003.3!                +                     !!         .    0    .         !
 2003.4!                +  *                  !!         .    . 0  .         !
 2004.1!                *+                    !!         .   0.    .         !
 2004.2!                +*                    !!         .    0    .         !
 2004.3!                + *                   !!         .    .0   .         !
 2004.4!               * +                    !!         .  0 .    .         !
 2005.1!               +   *                  !!         .    .  0 .         !
 2005.2!                  +      *            !!         .    .    .0        !
 2005.3!                    *+                !!         .   0.    .         !
 2005.4!                  +                   !!         .   0.    .         !
 2006.1!            *    +                    !!         0    .    .         !
 2006.2!        *     +                       !!         .0   .    .         !
 2006.3!            +                         !!         .    0    .         !
 2006.4!              + *                     !!         .    . 0  .         !
 2007.1!            *   +                     !!         .0   .    .         !
 2007.2!       *      +                       !!        0.    .    .         !
 2007.3!           +*                         !!         .    0    .         !
 2007.4!         *    +                       !!         .0   .    .         !
 2008.1!            + *                       !!         .    . 0  .         !
 2008.2!      *        +                      !!      0  .    .    .         !
 2008.3!          +   *                       !!         .    .  0 .         !
 2008.4!              *+                      !!         .   0.    .         !
 2009.1!              *+                      !!         .   0.    .         !
 2009.2!     *         +                      !!      0  .    .    .         !
 2009.3!          +   *                       !!         .    .  0 .         !
 2009.4!            *  +                      !!         .  0 .    .         !
 2010.1!          *   +                       !!         . 0  .    .         !
 2010.2!             +*                       !!         .    .0   .         !
 2010.3!          *    +                      !!         .0   .    .         !
 2010.4!           * +                        !!         .   0.    .         !
 2011.1!          *   +                       !!         . 0  .    .         !
 2011.2!        *    +                        !!         .0   .    .         !
 2011.3!           *+                         !!         .    0    .         !
 2011.4!         *   +                        !!         .0   .    .         !
 2012.1!          * +                         !!         .   0.    .         !
 2012.2!        *    +                        !!         .0   .    .         !
 2012.3!            +*                        !!         .    .0   .         !
 2012.4!       *      +                       !!       0 .    .    .         !


     30.32 percent of the residuals exceed 1 SE
      2.66 percent of the residuals exceed 2 SE
@EQ  2071 LAAGRCE C LAGRCE(-1) PGRCE;SMPL 1987.1 2012.4;OLS;EST 2071 PLOT=0;EN
@EQ  2072 LAAIRCE C LAIRCE(-1) PIRCE;SMPL 1979.4 2012.4;OLS;EST 2072 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOCE=POPX$Q/CEPMM;                                                     
 GENR LAAPOCE=LOG(AAPOCE+.00001);                                             
 GENR LAPOCE=LOG(APOCE+.00001);                                               
 LHS AAPOCE=EXP(LAAPOCE)-.00001;                                              
  EQ 2073 LAAPOCE C LAPOCE(-1) PPOCE;                                         
EQUATION 1287  LAAPOCE  
   RHS     C  LAPOCE(-1)  PPOCE  
 SMPL 1980.2 2012.4;                                                          
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
 OLS;EST 1287 PLOT=0;END;                                                     

Equation number = 1287
**********************

Dependent variable = LAAPOCE 

 1980.2 -   2012.4,    0 missing obs.,  131 obs. used.

Mean of dependent variable       -6.468800261

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.932523982       0.349383168  -2.66906     1.000000
14270 LAPOCE  ( -1)       0.747667062       0.060432016  12.37204    -6.471234
14268 PPOCE   (  0)      -0.618629016       0.306891868  -2.01579     1.128216

SE of equation            =     0.355325872
Sum of squared residuals  =  16.1608289      -0.568434189E-11
Average absolute error    =     0.269823065
Sum of ABS residuals      =  35.3468215    
R squared                 =   0.67817
Durbin-Watson statistic   =   2.44792
SMPL and No. Obs.         = 1980.2   2012.4    131

Plot of actual(*) and fitted(+) values and residuals(0)


 1980.2!            *       +                 !!      0  .    .    .         !
 1980.3!               +*                     !!         .    0    .         !
 1980.4!                  +              *    !!         .    .    .         0
 1981.1!                 *             +      !!0        .    .    .         !
 1981.2!                 * +                  !!         .  0 .    .         !
 1981.3!               *  +                   !!         . 0  .    .         !
 1981.4!           *    +                     !!         0    .    .         !
 1982.1*             +                        !!0        .    .    .         !
 1982.2!    +              *                  !!         .    .    .         0
 1982.3!         *         +                  !!    0    .    .    .         !
 1982.4!           + *                        !!         .    .  0 .         !
 1983.1!   *          +                       !!   0     .    .    .         !
 1983.2!      *+                              !!         .   0.    .         !
 1983.3!        +     *                       !!         .    .    .0        !
 1983.4!            *  +                      !!         . 0  .    .         !
 1984.1!       *     +                        !!        0.    .    .         !
 1984.2!         + *                          !!         .    .0   .         !
 1984.3!        *   +                         !!         .0   .    .         !
 1984.4!          +*                          !!         .    .0   .         !
 1985.1!           +                          !!         .    0    .         !
 1985.2!     *     +                          !!        0.    .    .         !
 1985.3!       +       *                      !!         .    .    .   0     !
 1985.4!          *     +                     !!         0    .    .         !
 1986.1!            + *                       !!         .    .  0 .         !
 1986.2!          *    +                      !!         0    .    .         !
 1986.3!            +*                        !!         .    .0   .         !
 1986.4!               +         *            !!         .    .    .    0    !
 1987.1!           *            +             !! 0       .    .    .         !
 1987.2!              +                       !!         .    .0   .         !
 1987.3!                +    *                !!         .    .   0.         !
 1987.4!                *    +                !!         0    .    .         !
 1988.1!        *         +                   !!    0    .    .    .         !
 1988.2!       *   +                          !!         .0   .    .         !
 1988.3!          +   *                       !!         .    .   0.         !
 1988.4!              *  +                    !!         . 0  .    .         !
 1989.1!              * +                     !!         .  0 .    .         !
 1989.2!               +    *                 !!         .    .    0         !
 1989.3!                 *  +                 !!         . 0  .    .         !
 1989.4!                  +  *                !!         .    . 0  .         !
 1990.1!                   *  +               !!         . 0  .    .         !
 1990.2!                   *+                 !!         .   0.    .         !
 1990.3!                *   +                 !!         .0   .    .         !
 1990.4!                   + *                !!         .    . 0  .         !
 1991.1!             *        +               !!     0   .    .    .         !
 1991.2!              +        *              !!         .    .    .   0     !
 1991.3!                       +              !!         .    0    .         !
 1991.4!               *        +             !!     0   .    .    .         !
 1992.1!                  +*                  !!         .    .0   .         !
 1992.2!                    +                 !!         .    0    .         !
 1992.3!                    *+                !!         .   0.    .         !
 1992.4!                    *+                !!         .   0.    .         !
 1993.1!                   * +                !!         .  0 .    .         !
 1993.2!               *   +                  !!         .0   .    .         !
 1993.3!           *    +                     !!         0    .    .         !
 1993.4!              + *                     !!         .    . 0  .         !
 1994.1!                *+                    !!         .  0 .    .         !
 1994.2!                 +   *                !!         .    .   0.         !
 1994.3!                      +            *  !!         .    .    .        0!
 1994.4!                             *   +    !!         0    .    .         !
 1995.1!                         *  +         !!         . 0  .    .         !
 1995.2!                         +       *    !!         .    .    . 0       !
 1995.3!                              *+      !!         .    0    .         !
 1995.4!                         *   +        !!         .0   .    .         !
 1996.1!                         +     *      !!         .    .    0         !
 1996.2!                             +  *     !!         .    .  0 .         !
 1996.3!                        *     +       !!        0.    .    .         !
 1996.4!                        +      *      !!         .    .    . 0       !
 1997.1!                              +   *   !!         .    .   0.         !
 1997.2!                               +  *   !!         .    . 0  .         !
 1997.3!                               +      !!         .   0.    .         !
 1997.4!                             +    *   !!         .    .    0         !
 1998.1!                               +  *   !!         .    . 0  .         !
 1998.2!                               + *    !!         .    . 0  .         !
 1998.3!                              +    *  !!         .    .    0         !
 1998.4!                                +     !!         .    0    .         !
 1999.1!                             +    *   !!         .    .   0.         !
 1999.2!                              +   *   !!         .    .   0.         !
 1999.3!                               +    * !!         .    .    .0        !
 1999.4!                                 +   *!!         .    .   0.         !
 2000.1!                                 +  * !!         .    .  0 .         !
 2000.2!                                 +    !!         .    0    .         !
 2000.3!                              +       !!         .    0    .         !
 2000.4!                            +     *   !!         .    .    .0        !
 2001.1!                               +    * !!         .    .   0.         !
 2001.2!                                +     *!         .    .    .0        !
 2001.3!                            *     +   !!        0.    .    .         !
 2001.4!                          + *         !!         .    . 0  .         !
 2002.1!                          +   *       !!         .    .   0.         !
 2002.2!                            +   *     !!         .    .   0.         !
 2002.3!                             +        !!         .    0    .         !
 2002.4!                           +   *      !!         .    .   0.         !
 2003.1!                             +     *  !!         .    .    .0        !
 2003.2!                                +  *  !!         .    . 0  .         !
 2003.3!                            *   +     !!         .0   .    .         !
 2003.4!                           +   *      !!         .    .   0.         !
 2004.1!                             +   *    !!         .    .   0.         !
 2004.2!                                +*    !!         .    .0   .         !
 2004.3!                               +      !!         .    0    .         !
 2004.4!                              +  *    !!         .    .  0 .         !
 2005.1!                               + *    !!         .    . 0  .         !
 2005.2!                              * +     !!         .  0 .    .         !
 2005.3!                         *   +        !!         .0   .    .         !
 2005.4!                          +   *       !!         .    .   0.         !
 2006.1!                           *  +       !!         .  0 .    .         !
 2006.2!                            +*        !!         .    . 0  .         !
 2006.3!                             + *      !!         .    .0   .         !
 2006.4!                            * +       !!         .  0 .    .         !
 2007.1!                            +         !!         .   0.    .         !
 2007.2!                           *+         !!         .  0 .    .         !
 2007.3!                          *+          !!         .  0 .    .         !
 2007.4!                           +  *       !!         .    .  0 .         !
 2008.1!                             *+       !!         .   0.    .         !
 2008.2!                           *  +       !!         . 0  .    .         !
 2008.3!                           *+         !!         .   0.    .         !
 2008.4!                           *+         !!         .   0.    .         !
 2009.1!                    *      +          !!       0 .    .    .         !
 2009.2!                      +               !!         .    0    .         !
 2009.3!                        + *           !!         .    . 0  .         !
 2009.4!                           +    *     !!         .    .   0.         !
 2010.1!                               +*     !!         .    . 0  .         !
 2010.2!                             * +      !!         .  0 .    .         !
 2010.3!                            *+        !!         .  0 .    .         !
 2010.4!                            +     *   !!         .    .    .0        !
 2011.1!                          *      +    !!        0.    .    .         !
 2011.2!                           + *        !!         .    . 0  .         !
 2011.3!                           * +        !!         . 0  .    .         !
 2011.4!                      *    +          !!         0    .    .         !
 2012.1!                        +  *          !!         .    .  0 .         !
 2012.2!                           +          !!         .   0.    .         !
 2012.3!                        *  +          !!         .0   .    .         !
 2012.4!                      *  +            !!         . 0  .    .         !


     24.43 percent of the residuals exceed 1 SE
      5.34 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPCE=SPPX$Q/CEPMM;                                                     
 GENR LAASPCE=LOG(AASPCE+.00001);                                             
 GENR LASPCE=LOG(ASPCE+.00001);                                               
 LHS AASPCE=EXP(LAASPCE)-.00001;                                              
  EQ 2074 LAASPCE C LASPCE(-1) PSPCE;                                         
EQUATION 1288  LAASPCE  
   RHS     C  LASPCE(-1)  PSPCE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1288 PLOT=0;END;                                                     

Equation number = 1288
**********************

Dependent variable = LAASPCE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.689038593

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.433930365       0.186525095  -7.68760     1.000000
14273 LASPCE  ( -1)       0.342603488       0.064567782   5.30611    -3.697608
14271 PSPCE   (  0)      -0.858020249       0.136722350  -6.27564     1.151832

SE of equation            =     0.339657365
Sum of squared residuals  =  21.3429182       0.895017394E-11
Average absolute error    =     0.263108269
Sum of ABS residuals      =  49.4643545    
R squared                 =   0.49754
Durbin-Watson statistic   =   2.09700
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!           *  +                       !!           0  .  .           !
 1966.2!                + *                   !!           .  . 0.           !
 1966.3!                  +   *               !!           .  .  .0          !
 1966.4*                 +                    !0           .  .  .           !
 1967.1!           +    *                     !!           .  .  .0          !
 1967.2!                  + *                 !!           .  . 0.           !
 1967.3!                  +  *                !!           .  .  0           !
 1967.4!           *       +                  !!        0  .  .  .           !
 1968.1!                +     *               !!           .  .  . 0         !
 1968.2!                *   +                 !!           0  .  .           !
 1968.3!                 + *                  !!           .  .0 .           !
 1968.4!            *      +                  !!        0  .  .  .           !
 1969.1!                +  *                  !!           .  . 0.           !
 1969.2!               *  +                   !!           0  .  .           !
 1969.3!                 +*                   !!           .  .0 .           !
 1969.4!                  *+                  !!           . 0.  .           !
 1970.1!                    +      *          !!           .  .  .  0        !
 1970.2!                        +*            !!           .  .0 .           !
 1970.3!                        +        *    !!           .  .  .   0       !
 1970.4!                           +      *   !!           .  .  .  0        !
 1971.1!                            +       * !!           .  .  .   0       !
 1971.2!                             +*       !!           .  .0 .           !
 1971.3!                           +*         !!           .  .0 .           !
 1971.4!                         *+           !!           .  0  .           !
 1972.1!                       * +            !!           . 0.  .           !
 1972.2!                      * +             !!           .0 .  .           !
 1972.3!                       +    *         !!           .  .  .0          !
 1972.4!                     *    +           !!          0.  .  .           !
 1973.1!                       *+             !!           . 0.  .           !
 1973.2!                       +    *         !!           .  .  .0          !
 1973.3!                    *   +             !!          0.  .  .           !
 1973.4!                   * +                !!           .0 .  .           !
 1974.1!                      +   *           !!           .  .  .0          !
 1974.2!                    *   +             !!           0  .  .           !
 1974.3!                      +*              !!           .  .0 .           !
 1974.4!                    * +               !!           . 0.  .           !
 1975.1!                  *   +               !!          0.  .  .           !
 1975.2!                       +       *      !!           .  .  .   0       !
 1975.3!                           +*         !!           .  .0 .           !
 1975.4!                    *     +           !!         0 .  .  .           !
 1976.1!                         +       *    !!           .  .  .   0       !
 1976.2!                        *    +        !!          0.  .  .           !
 1976.3!                 *        +           !!       0   .  .  .           !
 1976.4!                        + *           !!           .  . 0.           !
 1977.1!                           +*         !!           .  .0 .           !
 1977.2!                           +*         !!           .  .0 .           !
 1977.3!                           *+         !!           . 0.  .           !
 1977.4!                           +*         !!           .  .0 .           !
 1978.1!                            + *       !!           .  . 0.           !
 1978.2!                          * +         !!           .0 .  .           !
 1978.3!                           +   *      !!           .  .  0           !
 1978.4!                            +      *  !!           .  .  .  0        !
 1979.1!                             +  *     !!           .  .  0           !
 1979.2!                            *+        !!           . 0.  .           !
 1979.3!                           +      *   !!           .  .  .  0        !
 1979.4!                          *  +        !!           0  .  .           !
 1980.1!                           +  *       !!           .  .  0           !
 1980.2!                            +    *    !!           .  .  .0          !
 1980.3!                             +    *   !!           .  .  .0          !
 1980.4!                            * +       !!           . 0.  .           !
 1981.1!                           * +        !!           . 0.  .           !
 1981.2!                             + *      !!           .  . 0.           !
 1981.3!                              +      *!!           .  .  .  0        !
 1981.4!                             * +      !!           .0 .  .           !
 1982.1!                             +      * !!           .  .  .  0        !
 1982.2!                                +   * !!           .  .  0           !
 1982.3!                                +   * !!           .  .  .0          !
 1982.4!                                + *   !!           .  . 0.           !
 1983.1!                            *  +      !!           0  .  .           !
 1983.2!                              +*      !!           .  .0 .           !
 1983.3!                               +      !!           .  0  .           !
 1983.4!                             * +      !!           .0 .  .           !
 1984.1!                             +    *   !!           .  .  .0          !
 1984.2!                                +     !!           .  0  .           !
 1984.3!                              *+      !!           . 0.  .           !
 1984.4!                              +*      !!           .  .0 .           !
 1985.1!                              +       *!           .  .  .  0        !
 1985.2!                                + *   !!           .  . 0.           !
 1985.3!                              +       !!           .  0  .           !
 1985.4!                           * +        !!           .0 .  .           !
 1986.1!                        *   +         !!           0  .  .           !
 1986.2!                           + *        !!           .  . 0.           !
 1986.3!                            +   *     !!           .  .  0           !
 1986.4!                            * +       !!           .0 .  .           !
 1987.1!                            +         !!           .  0  .           !
 1987.2!                            + *       !!           .  . 0.           !
 1987.3!                             +    *   !!           .  .  .0          !
 1987.4!                         *   +        !!           0  .  .           !
 1988.1!                          +      *    !!           .  .  . 0         !
 1988.2!                           *+         !!           . 0.  .           !
 1988.3!                           +*         !!           .  .0 .           !
 1988.4!                         *  +         !!           .0 .  .           !
 1989.1!                          +           !!           . 0.  .           !
 1989.2!                          + *         !!           .  .0 .           !
 1989.3!                           +  *       !!           .  .  0           !
 1989.4!                            +     *   !!           .  .  . 0         !
 1990.1!                         *   +        !!          0.  .  .           !
 1990.2!                         +*           !!           .  0  .           !
 1990.3!                         + *          !!           .  .0 .           !
 1990.4!                         *+           !!           . 0.  .           !
 1991.1!                       *  +           !!           0  .  .           !
 1991.2!                        + *           !!           .  . 0.           !
 1991.3!                          + *         !!           .  .0 .           !
 1991.4!                      *    +          !!         0 .  .  .           !
 1992.1!                        * +           !!           . 0.  .           !
 1992.2!                         +*           !!           .  0  .           !
 1992.3!                         +  *         !!           .  . 0.           !
 1992.4!                    *      +          !!        0  .  .  .           !
 1993.1!                         + *          !!           .  . 0.           !
 1993.2!                           +*         !!           .  .0 .           !
 1993.3!                            + *       !!           .  .0 .           !
 1993.4!                        *    +        !!          0.  .  .           !
 1994.1!                            +     *   !!           .  .  . 0         !
 1994.2!                              +       !!           .  0  .           !
 1994.3!                              +  *    !!           .  .  0           !
 1994.4!                          *    +      !!          0.  .  .           !
 1995.1!                            + *       !!           .  .0 .           !
 1995.2!                             +        !!           .  0  .           !
 1995.3!                             + *      !!           .  . 0.           !
 1995.4!                            *+        !!           . 0.  .           !
 1996.1!                             +*       !!           .  .0 .           !
 1996.2!                             + *      !!           .  . 0.           !
 1996.3!                              +*      !!           .  . 0.           !
 1996.4!                             +*       !!           .  0  .           !
 1997.1!                             +  *     !!           .  . 0.           !
 1997.2!                              +    *  !!           .  .  .0          !
 1997.3!                                + *   !!           .  . 0.           !
 1997.4!                               *+     !!           .  0  .           !
 1998.1!                              + *     !!           .  .0 .           !
 1998.2!                              +  *    !!           .  . 0.           !
 1998.3!                              + *     !!           .  .0 .           !
 1998.4!                             +*       !!           .  0  .           !
 1999.1!                             +  *     !!           .  .  0           !
 1999.2!                             *+       !!           . 0.  .           !
 1999.3!                             +        !!           .  0  .           !
 1999.4!                           *  +       !!           .0 .  .           !
 2000.1!                             + *      !!           .  .0 .           !
 2000.2!                              *+      !!           . 0.  .           !
 2000.3!                             *+       !!           . 0.  .           !
 2000.4!                            * +       !!           .0 .  .           !
 2001.1!                              +*      !!           .  .0 .           !
 2001.2!                              *+      !!           . 0.  .           !
 2001.3!                               +      !!           .  0  .           !
 2001.4!                            *  +      !!           .0 .  .           !
 2002.1!                              +       !!           .  0  .           !
 2002.2!                             *+       !!           . 0.  .           !
 2002.3!                             +        !!           .  0  .           !
 2002.4!                           *  +       !!           0  .  .           !
 2003.1!                           *+         !!           . 0.  .           !
 2003.2!                            +    *    !!           .  .  .0          !
 2003.3!                              +       !!           .  0  .           !
 2003.4!                            *+        !!           . 0.  .           !
 2004.1!                           *+         !!           . 0.  .           !
 2004.2!                            *+        !!           . 0.  .           !
 2004.3!                            +         !!           .  0  .           !
 2004.4!                        *   +         !!           0  .  .           !
 2005.1!                          +           !!           . 0.  .           !
 2005.2!                         *  +         !!           .0 .  .           !
 2005.3!                           *+         !!           .  0  .           !
 2005.4!                        *    +        !!          0.  .  .           !
 2006.1!                           *+         !!           .  0  .           !
 2006.2!                         *  +         !!           0  .  .           !
 2006.3!                          * +         !!           . 0.  .           !
 2006.4!                       *    +         !!          0.  .  .           !
 2007.1!                           +     *    !!           .  .  . 0         !
 2007.2!                          *   +       !!          0.  .  .           !
 2007.3!                         * +          !!           .0 .  .           !
 2007.4!                       *   +          !!           0  .  .           !
 2008.1!                       *  +           !!           0  .  .           !
 2008.2!                      *   +           !!           0  .  .           !
 2008.3!                        * +           !!           .0 .  .           !
 2008.4!                       *    +         !!          0.  .  .           !
 2009.1!                         * +          !!           .0 .  .           !
 2009.2!                           + *        !!           .  . 0.           !
 2009.3!                             +*       !!           .  .0 .           !
 2009.4!                       *     +        !!         0 .  .  .           !
 2010.1!                       *   +          !!           0  .  .           !
 2010.2!                       *    +         !!          0.  .  .           !
 2010.3!                        *  +          !!           .0 .  .           !
 2010.4!                      *    +          !!          0.  .  .           !
 2011.1!                       *   +          !!          0.  .  .           !
 2011.2!                       *   +          !!           0  .  .           !
 2011.3!                        *  +          !!           .0 .  .           !
 2011.4!                      *     +         !!         0 .  .  .           !
 2012.1!                           +          !!           .  0  .           !
 2012.2!                        *    +        !!          0.  .  .           !
 2012.3!                         *  +         !!           0  .  .           !
 2012.4!                       *    +         !!          0.  .  .           !


     29.79 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNZCE=NZPX$Q/CEPMM;                                                     
 GENR LAANZCE=LOG(AANZCE+.00001);                                             
 GENR LANZCE=LOG(ANZCE+.00001);                                               
 LHS AANZCE=EXP(LAANZCE)-.00001;                                              
  EQ 2075 LAANZCE C LANZCE(-1) PNZCE;                                         
EQUATION 1289  LAANZCE  
   RHS     C  LANZCE(-1)  PNZCE  
 SMPL 1977.3 2012.4;                                                          
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
 OLS;EST 1289 PLOT=0;END;                                                     

Equation number = 1289
**********************

Dependent variable = LAANZCE 

 1977.3 -   2012.4,    0 missing obs.,  142 obs. used.

Mean of dependent variable       -6.612238180

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.707341836       1.043883549  -1.63557     1.000000
14276 LANZCE  ( -1)       0.550822292       0.066926418   8.23027    -6.636034
14274 PNZCE   (  0)      -1.278258387       1.065551713  -1.19962     0.977596

SE of equation            =     0.843217673
Sum of squared residuals  =  98.8312302       0.206608064E-10
Average absolute error    =     0.530476742
Sum of ABS residuals      =  75.3276973    
R squared                 =   0.35620
Durbin-Watson statistic   =   2.40540
SMPL and No. Obs.         = 1977.3   2012.4    142

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.3!     *+                               !!            . 0 .            !
 1977.4*           +                          !!        0   . . .            !
 1978.1!       +    *                         !!            . . 0            !
 1978.2!     *        +                       !!         0  . . .            !
 1978.3!       *  +                           !!            0 . .            !
 1978.4!       *   +                          !!            0 . .            !
 1979.1!           +*                         !!            . 0 .            !
 1979.2!       *      +                       !!          0 . . .            !
 1979.3!   *       +                          !!          0 . . .            !
 1979.4!          +*                          !!            . .0.            !
 1980.1!          *   +                       !!            0 . .            !
 1980.2!    *        +                        !!         0  . . .            !
 1980.3!       *  +                           !!            0 . .            !
 1980.4!           + *                        !!            . .0.            !
 1981.1!     *         +                      !!        0   . . .            !
 1981.2!        *  +                          !!            .0. .            !
 1981.3!     *      +                         !!          0 . . .            !
 1981.4!          +                           !!            . 0 .            !
 1982.1!   *         +                        !!         0  . . .            !
 1982.2!         +                            *!            . . .            0
 1982.3!           *                 +        !!     0      . . .            !
 1982.4!      *      +                        !!          0 . . .            !
 1983.1!           +    *                     !!            . . 0            !
 1983.2!                 +*                   !!            . .0.            !
 1983.3!                  +     *             !!            . . .0           !
 1983.4!                     + *              !!            . .0.            !
 1984.1!                    +      *          !!            . . . 0          !
 1984.2!                       +  *           !!            . . 0            !
 1984.3!                       + *            !!            . .0.            !
 1984.4!                   *  +               !!            .0. .            !
 1985.1!                   +*                 !!            . .0.            !
 1985.2!                   +    *             !!            . . .0           !
 1985.3!                     +*               !!            . .0.            !
 1985.4!                *   +                 !!            0 . .            !
 1986.1!           *     +                    !!           0. . .            !
 1986.2!              + *                     !!            . .0.            !
 1986.3!                 +   *                !!            . . 0            !
 1986.4!               *    +                 !!           0. . .            !
 1987.1!                +     *               !!            . . .0           !
 1987.2!                    +     *           !!            . . .0           !
 1987.3!                       +   *          !!            . . 0            !
 1987.4!                   *  +               !!            .0. .            !
 1988.1!                  + *                 !!            . .0.            !
 1988.2!                  +   *               !!            . . 0            !
 1988.3!                   + *                !!            . .0.            !
 1988.4!             *     +                  !!           0. . .            !
 1989.1!              +    *                  !!            . . 0            !
 1989.2!               * +                    !!            .0. .            !
 1989.3!               +*                     !!            . 0 .            !
 1989.4!               *+                     !!            . 0 .            !
 1990.1!                + *                   !!            . .0.            !
 1990.2!                  +       *           !!            . . . 0          !
 1990.3!                 *    +               !!            0 . .            !
 1990.4!                * +                   !!            .0. .            !
 1991.1!                 +   *                !!            . . 0            !
 1991.2!                   + *                !!            . .0.            !
 1991.3!                   +  *               !!            . .0.            !
 1991.4!                     +                !!            . 0 .            !
 1992.1!                 *  +                 !!            0 . .            !
 1992.2!                 +     *              !!            . . .0           !
 1992.3!                     +                !!            . 0 .            !
 1992.4!                   *+                 !!            . 0 .            !
 1993.1!                   +*                 !!            . .0.            !
 1993.2!                   +*                 !!            . .0.            !
 1993.3!                  + *                 !!            . .0.            !
 1993.4!                   +  *               !!            . . 0            !
 1994.1!                    +                 !!            . 0 .            !
 1994.2!                   +     *            !!            . . .0           !
 1994.3!                    * +               !!            .0. .            !
 1994.4!                   +   *              !!            . . 0            !
 1995.1!                    +                 !!            . 0 .            !
 1995.2!                   +     *            !!            . . .0           !
 1995.3!                      +  *            !!            . . 0            !
 1995.4!                      +               !!            . 0 .            !
 1996.1!                    + *               !!            . .0.            !
 1996.2!                    +     *           !!            . . .0           !
 1996.3!                     *+               !!            . 0 .            !
 1996.4!                   + *                !!            . .0.            !
 1997.1!                   +*                 !!            . .0.            !
 1997.2!                   +   *              !!            . . 0            !
 1997.3!                     +                !!            . 0 .            !
 1997.4!                    + *               !!            . .0.            !
 1998.1!                  * +                 !!            .0. .            !
 1998.2!                  +*                  !!            . .0.            !
 1998.3!                    +                 !!            . 0 .            !
 1998.4!                    +                 !!            . 0 .            !
 1999.1!                   +  *               !!            . .0.            !
 1999.2!                   *+                 !!            .0. .            !
 1999.3!                   +                  !!            . 0 .            !
 1999.4!                 * +                  !!            .0. .            !
 2000.1!                  +  *                !!            . .0.            !
 2000.2!                    + *               !!            . .0.            !
 2000.3!                   *+                 !!            .0. .            !
 2000.4!                   + *                !!            . .0.            !
 2001.1!                   *+                 !!            . 0 .            !
 2001.2!                  *+                  !!            . 0 .            !
 2001.3!                * +                   !!            .0. .            !
 2001.4!                 +*                   !!            . 0 .            !
 2002.1!                * +                   !!            .0. .            !
 2002.2!               * +                    !!            .0. .            !
 2002.3!                +                     !!            . 0 .            !
 2002.4!                 + *                  !!            . .0.            !
 2003.1!               *  +                   !!            0 . .            !
 2003.2!                +*                    !!            . 0 .            !
 2003.3!                 +                    !!            . 0 .            !
 2003.4!                 +                    !!            . 0 .            !
 2004.1!                 +   *                !!            . . 0            !
 2004.2!                   *+                 !!            . 0 .            !
 2004.3!                * +                   !!            .0. .            !
 2004.4!                +*                    !!            . 0 .            !
 2005.1!                *+                    !!            . 0 .            !
 2005.2!                +*                    !!            . .0.            !
 2005.3!                 +*                   !!            . .0.            !
 2005.4!                  +                   !!            . 0 .            !
 2006.1!                 *+                   !!            . 0 .            !
 2006.2!                 *+                   !!            . 0 .            !
 2006.3!               * +                    !!            .0. .            !
 2006.4!                +*                    !!            . .0.            !
 2007.1!                *+                    !!            .0. .            !
 2007.2!                 +*                   !!            . 0 .            !
 2007.3!             *   +                    !!            0 . .            !
 2007.4!              +*                      !!            . .0.            !
 2008.1!               + *                    !!            . .0.            !
 2008.2!                 + *                  !!            . .0.            !
 2008.3!               * +                    !!            .0. .            !
 2008.4!               *+                     !!            . 0 .            !
 2009.1!                *+                    !!            . 0 .            !
 2009.2!                  +                   !!            . 0 .            !
 2009.3!               *  +                   !!            0 . .            !
 2009.4!                +                     !!            . 0 .            !
 2010.1!               *+                     !!            . 0 .            !
 2010.2!               *+                     !!            .0. .            !
 2010.3!               +*                     !!            . 0 .            !
 2010.4!              * +                     !!            .0. .            !
 2011.1!              *+                      !!            .0. .            !
 2011.2!              +*                      !!            . 0 .            !
 2011.3!             * +                      !!            .0. .            !
 2011.4!              +                       !!            . 0 .            !
 2012.1!              +*                      !!            . 0 .            !
 2012.2!               +                      !!            . 0 .            !
 2012.3!             * +                      !!            .0. .            !
 2012.4!              + *                     !!            . .0.            !


     16.90 percent of the residuals exceed 1 SE
      4.23 percent of the residuals exceed 2 SE
@@EQ 2076 LAASACE C LASACE(-1) PSACE;SMPL 2003.3 2012.4;OLS;EST 2076 PLOT=0;EN
@@EQ 2077 LAAVECE C LAVECE(-1) PVECE;SMPL 1992.3 2012.4;OLS;EST 2077 PLOT=0;EN
@@EQ 2078 LAACOCE C LACOCE(-1) PCOCE;SMPL 1992.3 2012.4;OLS;EST 2078 PLOT=0;EN
@@EQ 2079 LAAJOCE C LAJOCE(-1) PJOCE;SMPL 2011.3 2012.4;OLS;EST 2079 PLOT=0;EN
@@EQ 2080 LAASYCE C LASYCE(-1) PSYCE;SMPL 2013.1 2012.4;OLS;EST 2080 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDCE=IDPX$Q/CEPMM;                                                     
 GENR LAAIDCE=LOG(AAIDCE+.00001);                                             
 GENR LAIDCE=LOG(AIDCE+.00001);                                               
 LHS AAIDCE=EXP(LAAIDCE)-.00001;                                              
  EQ 2081 LAAIDCE C LAIDCE(-1) PIDCE;                                         
EQUATION 1290  LAAIDCE  
   RHS     C  LAIDCE(-1)  PIDCE  
 SMPL 1988.3 2012.4;                                                          
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
 OLS;EST 1290 PLOT=0;END;                                                     

Equation number = 1290
**********************

Dependent variable = LAAIDCE 

 1988.3 -   2012.4,    0 missing obs.,   98 obs. used.

Mean of dependent variable       -5.663964585

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.553076533       0.396471614  -1.39500     1.000000
14279 LAIDCE  ( -1)       0.842186789       0.044747350  18.82093    -5.707761
14277 PIDCE   (  0)      -0.282705000       0.354425245  -0.79764     1.074926

SE of equation            =     0.479696096
Sum of squared residuals  =  21.8602928      -0.800159938E-11
Average absolute error    =     0.284254462
Sum of ABS residuals      =  27.8569373    
R squared                 =   0.80638
Durbin-Watson statistic   =   2.64238
SMPL and No. Obs.         = 1988.3   2012.4     98

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.3!  + *                                 !!           .  .0 .           !
 1988.4!*       +                             !!         0 .  .  .           !
 1989.1!    +                      *          !!           .  .  .           0
 1989.2!         *                +           !!  0        .  .  .           !
 1989.3!         *  +                         !!           .0 .  .           !
 1989.4!      *     +                         !!          0.  .  .           !
 1990.1*          +                           !!       0   .  .  .           !
 1990.2!*   +                                 !!           0  .  .           !
 1990.3!    +   *                             !!           .  . 0.           !
 1990.4!         * +                          !!           . 0.  .           !
 1991.1!            +   *                     !!           .  . 0.           !
 1991.2!                 +                    !!           .  0  .           !
 1991.3!                  *+                  !!           .  0  .           !
 1991.4!                  * +                 !!           . 0.  .           !
 1992.1!              *     +                 !!          0.  .  .           !
 1992.2!                +  *                  !!           .  . 0.           !
 1992.3!                *    +                !!           0  .  .           !
 1992.4!                  +                   !!           .  0  .           !
 1993.1!                 * +                  !!           .0 .  .           !
 1993.2!                 * +                  !!           . 0.  .           !
 1993.3!                   +*                 !!           .  0  .           !
 1993.4!                 *   +                !!           .0 .  .           !
 1994.1!                   + *                !!           .  . 0.           !
 1994.2!                       +              !!           .  0  .           !
 1994.3!                       *+             !!           .  0  .           !
 1994.4!                       *+             !!           . 0.  .           !
 1995.1!                        + *           !!           .  . 0.           !
 1995.2!                          *+          !!           . 0.  .           !
 1995.3!                           +          !!           .  0  .           !
 1995.4!                            +  *      !!           .  . 0.           !
 1996.1!                             * +      !!           . 0.  .           !
 1996.2!                              +       !!           .  0  .           !
 1996.3!                              +*      !!           .  .0 .           !
 1996.4!                             * +      !!           . 0.  .           !
 1997.1!                            * +       !!           . 0.  .           !
 1997.2!                             +        !!           .  0  .           !
 1997.3!                             +      * !!           .  .  . 0         !
 1997.4!                                   +* !!           .  0  .           !
 1998.1!                              *    +  !!           0  .  .           !
 1998.2!                             *+       !!           . 0.  .           !
 1998.3!                             +  *     !!           .  . 0.           !
 1998.4!                               *+     !!           .  0  .           !
 1999.1!                              *+      !!           . 0.  .           !
 1999.2!                              +       !!           .  0  .           !
 1999.3!                              +  *    !!           .  . 0.           !
 1999.4!                               * +    !!           . 0.  .           !
 2000.1!                               + *    !!           .  .0 .           !
 2000.2!                                *+    !!           . 0.  .           !
 2000.3!                               + *    !!           .  .0 .           !
 2000.4!                                + *   !!           .  .0 .           !
 2001.1!                                *+    !!           . 0.  .           !
 2001.2!                                +     !!           .  0  .           !
 2001.3!                               +*     !!           .  .0 .           !
 2001.4!                                +     !!           .  0  .           !
 2002.1!                             *  +     !!           .0 .  .           !
 2002.2!                              +*      !!           .  .0 .           !
 2002.3!                               +  *   !!           .  . 0.           !
 2002.4!                               * +    !!           . 0.  .           !
 2003.1!                              *+      !!           . 0.  .           !
 2003.2!                              +       !!           .  0  .           !
 2003.3!                              +*      !!           .  .0 .           !
 2003.4!                               +*     !!           .  0  .           !
 2004.1!                             * +      !!           . 0.  .           !
 2004.2!                              +       !!           .  0  .           !
 2004.3!                              +*      !!           .  .0 .           !
 2004.4!                              *+      !!           . 0.  .           !
 2005.1!                              +*      !!           .  .0 .           !
 2005.2!                              *+      !!           . 0.  .           !
 2005.3!                              +       !!           .  0  .           !
 2005.4!                              +*      !!           .  .0 .           !
 2006.1!                               +    * !!           .  .  0           !
 2006.2!                                  +*  !!           .  0  .           !
 2006.3!                                  +*  !!           .  .0 .           !
 2006.4!                                  + * !!           .  . 0.           !
 2007.1!                                *  +  !!           .0 .  .           !
 2007.2!                               +*     !!           .  0  .           !
 2007.3!                               +*     !!           .  .0 .           !
 2007.4!                                + *   !!           .  .0 .           !
 2008.1!                               * +    !!           . 0.  .           !
 2008.2!                              +       !!           .  0  .           !
 2008.3!                              +       *!           .  .  . 0         !
 2008.4!                                   * +!!           . 0.  .           !
 2009.1!                                * +   !!           . 0.  .           !
 2009.2!                                +  *  !!           .  . 0.           !
 2009.3!                                * +   !!           .0 .  .           !
 2009.4!                               +      !!           .  0  .           !
 2010.1!                              +*      !!           .  .0 .           !
 2010.2!                               + *    !!           .  . 0.           !
 2010.3!                                +   * !!           .  . 0.           !
 2010.4!                                  +*  !!           .  .0 .           !
 2011.1!                                 *+   !!           .  0  .           !
 2011.2!                              * +     !!           . 0.  .           !
 2011.3!                             + *      !!           .  . 0.           !
 2011.4!                              + *     !!           .  .0 .           !
 2012.1!                               +*     !!           .  .0 .           !
 2012.2!                               + *    !!           .  .0 .           !
 2012.3!                                +   * !!           .  .  0           !
 2012.4!                                 *+   !!           . 0.  .           !


     11.22 percent of the residuals exceed 1 SE
      3.06 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMACE=MAPX$Q/CEPMM;                                                     
 GENR LAAMACE=LOG(AAMACE+.00001);                                             
 GENR LAMACE=LOG(AMACE+.00001);                                               
 LHS AAMACE=EXP(LAAMACE)-.00001;                                              
  EQ 2082 LAAMACE C LAMACE(-1) PMACE;                                         
EQUATION 1291  LAAMACE  
   RHS     C  LAMACE(-1)  PMACE  
 SMPL 1976.3 2012.4;                                                          
Sample period is now  1976.3 to  2012.4 Internally:    99 to   244
 OLS;EST 1291 PLOT=0;END;                                                     

Equation number = 1291
**********************

Dependent variable = LAAMACE 

 1976.3 -   2012.4,    0 missing obs.,  146 obs. used.

Mean of dependent variable       -6.223769425

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.898602005       0.344559067  -5.51024     1.000000
14282 LAMACE  ( -1)       0.417085522       0.073926170   5.64192    -6.219088
14280 PMACE   (  0)      -1.500374525       0.271409491  -5.52808     1.153896

SE of equation            =     0.736100258
Sum of squared residuals  =  77.4836333      -0.125055521E-11
Average absolute error    =     0.521693622
Sum of ABS residuals      =  76.1672688    
R squared                 =   0.57325
Durbin-Watson statistic   =   2.21809
SMPL and No. Obs.         = 1976.3   2012.4    146

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.3!                *   +                 !!          0   .   .          !
 1976.4!               +                      !!          .   0   .          !
 1977.1!              +    *                  !!          .   .   0          !
 1977.2!               + *                    !!          .   . 0 .          !
 1977.3!           +    *                     !!          .   .   .0         !
 1977.4!             * +                      !!          . 0 .   .          !
 1978.1!       *      +                       !!       0  .   .   .          !
 1978.2!          + *                         !!          .   .  0.          !
 1978.3!          *  +                        !!          . 0 .   .          !
 1978.4! *          +                         !!    0     .   .   .          !
 1979.1!       +    *                         !!          .   .   0          !
 1979.2!            +                         !!          .   0   .          !
 1979.3!          + *                         !!          .   . 0 .          !
 1979.4!         *   +                        !!          .0  .   .          !
 1980.1!        *  +                          !!          . 0 .   .          !
 1980.2!          +   *                       !!          .   .   0          !
 1980.3!             *+                       !!          .  0.   .          !
 1980.4!           *  +                       !!          . 0 .   .          !
 1981.1!             + *                      !!          .   . 0 .          !
 1981.2!         *    +                       !!          0   .   .          !
 1981.3!          * +                         !!          . 0 .   .          !
 1981.4!  *        +                          !!      0   .   .   .          !
 1982.1!*       +                             !!      0   .   .   .          !
 1982.2*       +                              !!      0   .   .   .          !
 1982.3!     *  +                             !!          .0  .   .          !
 1982.4!    *     +                           !!         0.   .   .          !
 1983.1!          + *                         !!          .   . 0 .          !
 1983.2!               +                      !!          .   0   .          !
 1983.3!             *+                       !!          .  0.   .          !
 1983.4!           *+                         !!          .  0.   .          !
 1984.1!         +     *                      !!          .   .   . 0        !
 1984.2!          +   *                       !!          .   .  0.          !
 1984.3!           +*                         !!          .   .0  .          !
 1984.4!           +    *                     !!          .   .   .0         !
 1985.1!          *  +                        !!          .0  .   .          !
 1985.2!         +*                           !!          .   .0  .          !
 1985.3!           + *                        !!          .   . 0 .          !
 1985.4!              +*                      !!          .   0   .          !
 1986.1!             *   +                    !!          0   .   .          !
 1986.2!                *  +                  !!          .0  .   .          !
 1986.3!                     +             *  !!          .   .   .        0 !
 1986.4!                 *           +        !!   0      .   .   .          !
 1987.1!                 *  +                 !!          .0  .   .          !
 1987.2!                   *+                 !!          .  0.   .          !
 1987.3!                  * +                 !!          . 0 .   .          !
 1987.4!                    +              *  !!          .   .   .         0!
 1988.1!                  *         +         !!     0    .   .   .          !
 1988.2!                   +              *   !!          .   .   .         0!
 1988.3!                   *      +           !!       0  .   .   .          !
 1988.4!                     *+               !!          .  0.   .          !
 1989.1!                    * +               !!          . 0 .   .          !
 1989.2!                     +           *    !!          .   .   .      0   !
 1989.3!                            +     *   !!          .   .   . 0        !
 1989.4!                   *         +        !!     0    .   .   .          !
 1990.1!                   *   +              !!          .0  .   .          !
 1990.2!                  *    +              !!          0   .   .          !
 1990.3!                      *+              !!          .  0.   .          !
 1990.4!                  *    +              !!          0   .   .          !
 1991.1!                      +               *!          .   .   .          0
 1991.2!                              +   *   !!          .   .   0          !
 1991.3!                          *  +        !!          .0  .   .          !
 1991.4!                          + *         !!          .   .0  .          !
 1992.1!                          +          *!!          .   .   .     0    !
 1992.2!                            *+        !!          .  0.   .          !
 1992.3!                          + *         !!          .   . 0 .          !
 1992.4!                         +            !!          .   0   .          !
 1993.1!                        +*            !!          .   .0  .          !
 1993.2!                       +  *           !!          .   .  0.          !
 1993.3!                        +             !!          .   0   .          !
 1993.4!                        +             !!          .   0   .          !
 1994.1!                       *+             !!          .  0.   .          !
 1994.2!                       +*             !!          .   0   .          !
 1994.3!                       + *            !!          .   . 0 .          !
 1994.4!                       +  *           !!          .   . 0 .          !
 1995.1!                      +   *           !!          .   .  0.          !
 1995.2!                        +  *          !!          .   .  0.          !
 1995.3!                        +  *          !!          .   .  0.          !
 1995.4!                        +             !!          .   0   .          !
 1996.1!                       +*             !!          .   .0  .          !
 1996.2!                       +  *           !!          .   . 0 .          !
 1996.3!                       +  *           !!          .   .  0.          !
 1996.4!                        +*            !!          .   .0  .          !
 1997.1!                       +*             !!          .   .0  .          !
 1997.2!                       +  *           !!          .   .  0.          !
 1997.3!                        +  *          !!          .   .  0.          !
 1997.4!                          +           !!          .   0   .          !
 1998.1!                        +  *          !!          .   . 0 .          !
 1998.2!                        +             !!          .   0   .          !
 1998.3!                       +      *       !!          .   .   . 0        !
 1998.4!                     *   +            !!          0   .   .          !
 1999.1!                    *+                !!          .  0.   .          !
 1999.2!                    +        *        !!          .   .   .   0      !
 1999.3!                       *+             !!          .  0.   .          !
 1999.4!                      +*              !!          .   0   .          !
 2000.1!                      +*              !!          .   .0  .          !
 2000.2!                      +*              !!          .   .0  .          !
 2000.3!                      + *             !!          .   . 0 .          !
 2000.4!                      +*              !!          .   .0  .          !
 2001.1!                      +               !!          .   0   .          !
 2001.2!                     +                !!          .   0   .          !
 2001.3!                    +           *     !!          .   .   .      0   !
 2001.4!                   *     +            !!        0 .   .   .          !
 2002.1!                   +                  !!          .   0   .          !
 2002.2!                   *+                 !!          .   0   .          !
 2002.3!                   *+                 !!          .  0.   .          !
 2002.4!                    +      *          !!          .   .   .  0       !
 2003.1!                   *   +              !!          0   .   .          !
 2003.2!                    + *               !!          .   . 0 .          !
 2003.3!                      +     *         !!          .   .   . 0        !
 2003.4!                     *  +             !!          .0  .   .          !
 2004.1!                     *+               !!          .  0.   .          !
 2004.2!                      +  *            !!          .   .  0.          !
 2004.3!                        +*            !!          .   .0  .          !
 2004.4!                       +     *        !!          .   .   .0         !
 2005.1!                      *  +            !!          .0  .   .          !
 2005.2!                      +*              !!          .   0   .          !
 2005.3!                     * +              !!          .  0.   .          !
 2005.4!                      +    *          !!          .   .   0          !
 2006.1!                         +            !!          .   0   .          !
 2006.2!                       *+             !!          .  0.   .          !
 2006.3!                       *+             !!          .  0.   .          !
 2006.4!                    *   +             !!          .0  .   .          !
 2007.1!                     * +              !!          . 0 .   .          !
 2007.2!                     * +              !!          . 0 .   .          !
 2007.3!                       +*             !!          .   .0  .          !
 2007.4!                    *   +             !!          0   .   .          !
 2008.1!                   *   +              !!          0   .   .          !
 2008.2!                     * +              !!          . 0 .   .          !
 2008.3!                       *+             !!          .  0.   .          !
 2008.4!                    *   +             !!          .0  .   .          !
 2009.1!                   *  +               !!          .0  .   .          !
 2009.2!                    * +               !!          . 0 .   .          !
 2009.3!                     * +              !!          . 0 .   .          !
 2009.4!                     * +              !!          . 0 .   .          !
 2010.1!                   *   +              !!          .0  .   .          !
 2010.2!                    * +               !!          . 0 .   .          !
 2010.3!                     * +              !!          .  0.   .          !
 2010.4!                    *  +              !!          .0  .   .          !
 2011.1!                    *  +              !!          .0  .   .          !
 2011.2!                     *  +             !!          . 0 .   .          !
 2011.3!                       *+             !!          .  0.   .          !
 2011.4!                      * +             !!          . 0 .   .          !
 2012.1!                     *  +             !!          . 0 .   .          !
 2012.2!                     *  +             !!          . 0 .   .          !
 2012.3!                      *+              !!          . 0 .   .          !
 2012.4!                     *  +             !!          . 0 .   .          !


     18.49 percent of the residuals exceed 1 SE
      7.53 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPACE=PAPX$Q/CEPMM;                                                     
 GENR LAAPACE=LOG(AAPACE+.00001);                                             
 GENR LAPACE=LOG(APACE+.00001);                                               
 LHS AAPACE=EXP(LAAPACE)-.00001;                                              
  EQ 2083 LAAPACE C LAPACE(-1) PPACE;                                         
EQUATION 1292  LAAPACE  
   RHS     C  LAPACE(-1)  PPACE  
 SMPL 1986.4 2012.4;                                                          
Sample period is now  1986.4 to  2012.4 Internally:   140 to   244
 OLS;EST 1292 PLOT=0;END;                                                     

Equation number = 1292
**********************

Dependent variable = LAAPACE 

 1986.4 -   2012.4,    0 missing obs.,  105 obs. used.

Mean of dependent variable       -6.978717532

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.257515723       0.443159053  -0.58109     1.000000
14285 LAPACE  ( -1)       0.827856397       0.050433427  16.41484    -6.996158
14283 PPACE   (  0)      -0.794120371       0.399961308  -1.98549     1.170336

SE of equation            =     0.531145015
Sum of squared residuals  =  28.7757328      -0.146194168E-11
Average absolute error    =     0.332581529
Sum of ABS residuals      =  34.9210605    
R squared                 =   0.78906
Durbin-Watson statistic   =   2.70786
SMPL and No. Obs.         = 1986.4   2012.4    105

Plot of actual(*) and fitted(+) values and residuals(0)


 1986.4*               +                      !0          .   .   .          !
 1987.1!  +    *                              !!          .   .   .0         !
 1987.2!         +    *                       !!          .   .   .0         !
 1987.3!        *      +                      !!        0 .   .   .          !
 1987.4!        * +                           !!          . 0 .   .          !
 1988.1!        *  +                          !!          . 0 .   .          !
 1988.2!          +    *                      !!          .   .   .0         !
 1988.3!   *            +                     !!  0       .   .   .          !
 1988.4!       +          *                   !!          .   .   .    0     !
 1989.1!             *     +                  !!        0 .   .   .          !
 1989.2!               +  *                   !!          .   . 0 .          !
 1989.3!                  *+                  !!          .  0.   .          !
 1989.4!  *                +                  !0          .   .   .          !
 1990.1!       +           *                  !!          .   .   .      0   !
 1990.2!              *     +                 !!        0 .   .   .          !
 1990.3!                +      *              !!          .   .   . 0        !
 1990.4!               *        +             !!     0    .   .   .          !
 1991.1!                  +*                  !!          .   .0  .          !
 1991.2!                    +*                !!          .   .0  .          !
 1991.3!                      + *             !!          .   .0  .          !
 1991.4!                        * +           !!          . 0 .   .          !
 1992.1!                    *     +           !!         0.   .   .          !
 1992.2!                      +     *         !!          .   .   .0         !
 1992.3!                           * +        !!          .  0.   .          !
 1992.4!                            +         !!          .   0   .          !
 1993.1!                            +         !!          .   0   .          !
 1993.2!                            + *       !!          .   .0  .          !
 1993.3!                              + *     !!          .   .  0.          !
 1993.4!                                +*    !!          .   0   .          !
 1994.1!                                 +    !!          .   0   .          !
 1994.2!                                *+    !!          .   0   .          !
 1994.3!                               *+     !!          .  0.   .          !
 1994.4!                              *+      !!          .  0.   .          !
 1995.1!                             +        !!          .   0   .          !
 1995.2!                             +  *     !!          .   .  0.          !
 1995.3!                           *   +      !!          .0  .   .          !
 1995.4!                           +   *      !!          .   .  0.          !
 1996.1!                               +   *  !!          .   .   0          !
 1996.2!                                  +  *!!          .   . 0 .          !
 1996.3!                                *  +  !!          . 0 .   .          !
 1996.4!                                +*    !!          .   .0  .          !
 1997.1!                                +     !!          .  0.   .          !
 1997.2!                               +   *  !!          .   .  0.          !
 1997.3!                                +   * !!          .   .  0.          !
 1997.4!                                  +*  !!          .   .0  .          !
 1998.1!                                 + *  !!          .   . 0 .          !
 1998.2!                                +     *!          .   .   .0         !
 1998.3!                                   + *!!          .   .0  .          !
 1998.4!                                  +  *!!          .   . 0 .          !
 1999.1!                                * +   !!          . 0 .   .          !
 1999.2!                              +    *  !!          .   .   .0         !
 1999.3!                                 +  * !!          .   .  0.          !
 1999.4!                                   + *!!          .   . 0 .          !
 2000.1!                                   +* !!          .   .0  .          !
 2000.2!                                   + *!!          .   . 0 .          !
 2000.3!                                   +* !!          .   .0  .          !
 2000.4!                                   +  !!          .   0   .          !
 2001.1!                                  +*  !!          .   0   .          !
 2001.2!                                  +   *!          .   .  0.          !
 2001.3!                                   *+ !!          .  0.   .          !
 2001.4!                                  +   !!          .   0   .          !
 2002.1!                                 + *  !!          .   . 0 .          !
 2002.2!                                   +* !!          .   . 0 .          !
 2002.3!                                    + *!          .   . 0 .          !
 2002.4!                                    *+!!          .  0.   .          !
 2003.1!                                  * + !!          .  0.   .          !
 2003.2!                                  +  *!!          .   .  0.          !
 2003.3!                                    + !!          .   0   .          !
 2003.4!                                  * + !!          .  0.   .          !
 2004.1!                                  +*  !!          .   .0  .          !
 2004.2!                                  + * !!          .   . 0 .          !
 2004.3!                                    + !!          .   .0  .          !
 2004.4!                                   *+ !!          .   0   .          !
 2005.1!                                  *+  !!          .  0.   .          !
 2005.2!                                  +*  !!          .   .0  .          !
 2005.3!                                   +  !!          .   0   .          !
 2005.4!                                  *+  !!          .   0   .          !
 2006.1!                                  *+  !!          .  0.   .          !
 2006.2!                                  +*  !!          .   .0  .          !
 2006.3!                                   +  !!          .  0.   .          !
 2006.4!                                 * +  !!          . 0 .   .          !
 2007.1!                                  +*  !!          .   .0  .          !
 2007.2!                                 * +  !!          . 0 .   .          !
 2007.3!                                  +   !!          .   0   .          !
 2007.4!                                 *+   !!          .  0.   .          !
 2008.1!                                *+    !!          .  0.   .          !
 2008.2!                               * +    !!          . 0 .   .          !
 2008.3!                               *+     !!          . 0 .   .          !
 2008.4!                                + *   !!          .   . 0 .          !
 2009.1!                                *+    !!          .  0.   .          !
 2009.2!                                *+    !!          .   0   .          !
 2009.3!                                 +    !!          .  0.   .          !
 2009.4!                                * +   !!          .  0.   .          !
 2010.1!                               * +    !!          . 0 .   .          !
 2010.2!                               +*     !!          .   0   .          !
 2010.3!                               *+     !!          .   0   .          !
 2010.4!                               +*     !!          .   0   .          !
 2011.1!                              * +     !!          . 0 .   .          !
 2011.2!                              +       !!          .   0   .          !
 2011.3!                              +*      !!          .   .0  .          !
 2011.4!                           *   +      !!          .0  .   .          !
 2012.1!                           + *        !!          .   . 0 .          !
 2012.2!                             +        !!          .   0   .          !
 2012.3!                             +*       !!          .   .0  .          !
 2012.4!                             *+       !!          .  0.   .          !


     17.14 percent of the residuals exceed 1 SE
      5.71 percent of the residuals exceed 2 SE
@EQ  2084 LAAPHCE C LAPHCE(-1) PPHCE;SMPL 1979.4 2012.4;OLS;EST 2084 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHCE=THPX$Q/CEPMM;                                                     
 GENR LAATHCE=LOG(AATHCE+.00001);                                             
 GENR LATHCE=LOG(ATHCE+.00001);                                               
 LHS AATHCE=EXP(LAATHCE)-.00001;                                              
  EQ 2085 LAATHCE C LATHCE(-1) PTHCE;                                         
EQUATION 1293  LAATHCE  
   RHS     C  LATHCE(-1)  PTHCE  
 SMPL 1985.4 2012.4;                                                          
Sample period is now  1985.4 to  2012.4 Internally:   136 to   244
 OLS;EST 1293 PLOT=0;END;                                                     

Equation number = 1293
**********************

Dependent variable = LAATHCE 

 1985.4 -   2012.4,    0 missing obs.,  109 obs. used.

Mean of dependent variable       -5.909306105

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.689058238       1.093458745  -0.63016     1.000000
14288 LATHCE  ( -1)       0.655460005       0.071302168   9.19271    -5.952576
14286 PTHCE   (  0)      -1.206615445       1.086955896  -1.11009     1.092786

SE of equation            =     0.818500228
Sum of squared residuals  =  71.0139181      -0.136797240E-10
Average absolute error    =     0.497390825
Sum of ABS residuals      =  54.2156000    
R squared                 =   0.51277
Durbin-Watson statistic   =   2.43371
SMPL and No. Obs.         = 1985.4   2012.4    109

Plot of actual(*) and fitted(+) values and residuals(0)


 1985.4!           +          *               !!           .  .  .  0        !
 1986.1!     *                  +             !!   0       .  .  .           !
 1986.2!            +           *             !!           .  .  .  0        !
 1986.3!                         +  *         !!           .  . 0.           !
 1986.4! *                          +         !0           .  .  .           !
 1987.1!          +                           !!           .  0  .           !
 1987.2!           *     +                    !!           0  .  .           !
 1987.3!               * +                    !!           . 0.  .           !
 1987.4!         *         +                  !!        0  .  .  .           !
 1988.1*             +                        !!      0    .  .  .           !
 1988.2!       +   *                          !!           .  . 0.           !
 1988.3!               +     *                !!           .  .  .0          !
 1988.4!*                     +               !! 0         .  .  .           !
 1989.1!        +    *                        !!           .  .  0           !
 1989.2!            *   +                     !!           .0 .  .           !
 1989.3!                +*                    !!           .  .0 .           !
 1989.4!           *       +                  !!          0.  .  .           !
 1990.1!                +                     !!           .  0  .           !
 1990.2!             *     +                  !!           0  .  .           !
 1990.3!                  +        *          !!           .  .  . 0         !
 1990.4!               *            +         !!       0   .  .  .           !
 1991.1!               *    +                 !!           0  .  .           !
 1991.2!                   +           *      !!           .  .  .   0       !
 1991.3!                            *+        !!           . 0.  .           !
 1991.4!                        *   +         !!           0  .  .           !
 1992.1!                         *+           !!           .  0  .           !
 1992.2!                        * +           !!           . 0.  .           !
 1992.3!                          + *         !!           .  .0 .           !
 1992.4!                     *     +          !!           0  .  .           !
 1993.1!                       +              !!           .  0  .           !
 1993.2!                      * +             !!           . 0.  .           !
 1993.3!                       + *            !!           .  .0 .           !
 1993.4!                       * +            !!           . 0.  .           !
 1994.1!                       *+             !!           .  0  .           !
 1994.2!                        + *           !!           .  .0 .           !
 1994.3!                          + *         !!           .  .0 .           !
 1994.4!                         *  +         !!           .0 .  .           !
 1995.1!                          +           !!           .  0  .           !
 1995.2!                          +*          !!           .  0  .           !
 1995.3!                           + *        !!           .  .0 .           !
 1995.4!                          * +         !!           . 0.  .           !
 1996.1!                        * +           !!           . 0.  .           !
 1996.2!                        +*            !!           .  0  .           !
 1996.3!                         + *          !!           .  .0 .           !
 1996.4!                       *  +           !!           .0 .  .           !
 1997.1!                       +*             !!           .  0  .           !
 1997.2!                        +*            !!           .  .0 .           !
 1997.3!                        + *           !!           .  .0 .           !
 1997.4!                        * +           !!           . 0.  .           !
 1998.1!                         +*           !!           .  .0 .           !
 1998.2!                          +           !!           .  0  .           !
 1998.3!                          + *         !!           .  .0 .           !
 1998.4!                           + *        !!           .  .0 .           !
 1999.1!                           +          !!           .  0  .           !
 1999.2!                          +           !!           .  0  .           !
 1999.3!                          +  *        !!           .  . 0.           !
 1999.4!                            +*        !!           .  0  .           !
 2000.1!                            +*        !!           .  .0 .           !
 2000.2!                            +         !!           .  0  .           !
 2000.3!                           +   *      !!           .  . 0.           !
 2000.4!                             *+       !!           .  0  .           !
 2001.1!                            +         !!           .  0  .           !
 2001.2!                           *+         !!           .  0  .           !
 2001.3!                           +   *      !!           .  . 0.           !
 2001.4!                             *+       !!           .  0  .           !
 2002.1!                             +  *     !!           .  . 0.           !
 2002.2!                              +       !!           . 0.  .           !
 2002.3!                             +    *   !!           .  .  0           !
 2002.4!                               *+     !!           .  0  .           !
 2003.1!                              +*      !!           .  .0 .           !
 2003.2!                              +*      !!           .  0  .           !
 2003.3!                              +   *   !!           .  . 0.           !
 2003.4!                                +     !!           .  0  .           !
 2004.1!                              +*      !!           .  0  .           !
 2004.2!                              + *     !!           .  .0 .           !
 2004.3!                            *  +      !!           . 0.  .           !
 2004.4!                            + *       !!           .  .0 .           !
 2005.1!                             +*       !!           .  .0 .           !
 2005.2!                             *+       !!           .  0  .           !
 2005.3!                             +*       !!           .  .0 .           !
 2005.4!                             +        !!           .  0  .           !
 2006.1!                            +*        !!           .  0  .           !
 2006.2!                             +      * !!           .  .  .0          !
 2006.3!                              *  +    !!           .0 .  .           !
 2006.4!                              +      *!!           .  .  .0          !
 2007.1!                                  +   *!           .  . 0.           !
 2007.2!                                *  +  !!           . 0.  .           !
 2007.3!                               +  *   !!           .  .0 .           !
 2007.4!                                +     !!           .  0  .           !
 2008.1!                               + *    !!           .  .0 .           !
 2008.2!                                +     !!           .  0  .           !
 2008.3!                               +  *   !!           .  . 0.           !
 2008.4!                             *  +     !!           .0 .  .           !
 2009.1!                           *+         !!           .  0  .           !
 2009.2!                           +          !!           .  0  .           !
 2009.3!                          *+          !!           . 0.  .           !
 2009.4!                          +   *       !!           .  . 0.           !
 2010.1!                            +      *  !!           .  .  .0          !
 2010.2!                               +  *   !!           .  . 0.           !
 2010.3!                               +   *  !!           .  . 0.           !
 2010.4!                                + *   !!           .  .0 .           !
 2011.1!                               +  *   !!           .  . 0.           !
 2011.2!                               *+     !!           .  0  .           !
 2011.3!                              +    *  !!           .  .  0           !
 2011.4!                              * +     !!           . 0.  .           !
 2012.1!                             +    *   !!           .  .  0           !
 2012.2!                               + *    !!           .  .0 .           !
 2012.3!                              +   *   !!           .  . 0.           !
 2012.4!                               +  *   !!           .  . 0.           !


     15.60 percent of the residuals exceed 1 SE
      6.42 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHCE=CHPX$Q/CEPMM;                                                     
 GENR LAACHCE=LOG(AACHCE+.00001);                                             
 GENR LACHCE=LOG(ACHCE+.00001);                                               
 LHS AACHCE=EXP(LAACHCE)-.00001;                                              
  EQ 2086 LAACHCE C LACHCE(-1) PCHCE;                                         
EQUATION 1294  LAACHCE  
   RHS     C  LACHCE(-1)  PCHCE  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1294 PLOT=0;END;                                                     

Equation number = 1294
**********************

Dependent variable = LAACHCE 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -3.655044501

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.619117726       0.423580273   1.46163     1.000000
14291 LACHCE  ( -1)       0.902833143       0.044062352  20.48990    -3.683491
14289 PCHCE   (  0)      -0.839190360       0.487073242  -1.72292     1.130357

SE of equation            =     0.361665104
Sum of squared residuals  =  16.0886026      -0.461630734E-11
Average absolute error    =     0.248313929
Sum of ABS residuals      =  31.2875550    
R squared                 =   0.93219
Durbin-Watson statistic   =   2.72318
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!         +   *                        !!          .   .   .0         !
 1981.4!             +                        !!          .   0   .          !
 1982.1!        *    +                        !!      0   .   .   .          !
 1982.2!      *  +                            !!         0.   .   .          !
 1982.3!       +                              !!          .   .0  .          !
 1982.4!  *     +                             !!     0    .   .   .          !
 1983.1!   + *                                !!          .   .   0          !
 1983.2*      +                               !!   0      .   .   .          !
 1983.3!+        *                            !!          .   .   .         0!
 1983.4!    *    +                            !!      0   .   .   .          !
 1984.1!   *+                                 !!          .  0.   .          !
 1984.2!   *+                                 !!          .  0.   .          !
 1984.3!    +  *                              !!          .   .   0          !
 1984.4!     * +                              !!          .0  .   .          !
 1985.1! *  +                                 !!        0 .   .   .          !
 1985.2! + *                                  !!          .   .  0.          !
 1985.3!  +   *                               !!          .   .   . 0        !
 1985.4!    * +                               !!          0   .   .          !
 1986.1! *  +                                 !!        0 .   .   .          !
 1986.2!  +*                                  !!          .   . 0 .          !
 1986.3!    +   *                             !!          .   .   .  0       !
 1986.4!         +*                           !!          .   0   .          !
 1987.1!        * +                           !!          0   .   .          !
 1987.2!         +                            !!          .  0.   .          !
 1987.3!          + *                         !!          .   . 0 .          !
 1987.4!           * +                        !!          . 0 .   .          !
 1988.1!            +                         !!          .  0.   .          !
 1988.2!         *  +                         !!         0.   .   .          !
 1988.3!          +                           !!          .   .0  .          !
 1988.4!           +*                         !!          .   . 0 .          !
 1989.1!      *      +                        !!   0      .   .   .          !
 1989.2!        +        *                    !!          .   .   .          0
 1989.3!            *    +                    !!     0    .   .   .          !
 1989.4!            +                         !!          .  0.   .          !
 1990.1!        *    +                        !!      0   .   .   .          !
 1990.2!         + *                          !!          .   . 0 .          !
 1990.3!            +*                        !!          .   .0  .          !
 1990.4!              +     *                 !!          .   .   .    0     !
 1991.1!           *         +                !0          .   .   .          !
 1991.2!           + *                        !!          .   .  0.          !
 1991.3!              +  *                    !!          .   .   0          !
 1991.4!                  +*                  !!          .   . 0 .          !
 1992.1!           *        +                 !0          .   .   .          !
 1992.2!            +  *                      !!          .   .   0          !
 1992.3!                +*                    !!          .   . 0 .          !
 1992.4!                  +                   !!          .   0   .          !
 1993.1!             *    +                   !!      0   .   .   .          !
 1993.2!              +  *                    !!          .   .   .0         !
 1993.3!                 +  *                 !!          .   .   .0         !
 1993.4!                    + *               !!          .   .  0.          !
 1994.1!                *     +               !!     0    .   .   .          !
 1994.2!                 +  *                 !!          .   .   0          !
 1994.3!                    + *               !!          .   .  0.          !
 1994.4!                       +*             !!          .   . 0 .          !
 1995.1!                   *    +             !!       0  .   .   .          !
 1995.2!                    + *               !!          .   .   0          !
 1995.3!                      *+              !!          .  0.   .          !
 1995.4!                      *+              !!          .  0.   .          !
 1996.1!                   *   +              !!        0 .   .   .          !
 1996.2!                    +*                !!          .   .  0.          !
 1996.3!                      + *             !!          .   .  0.          !
 1996.4!                       *+             !!          .  0.   .          !
 1997.1!                    *  +              !!         0.   .   .          !
 1997.2!                    + *               !!          .   .  0.          !
 1997.3!                       +*             !!          .   . 0 .          !
 1997.4!                        +             !!          .  0.   .          !
 1998.1!                       *+             !!          . 0 .   .          !
 1998.2!                       +              !!          .   .0  .          !
 1998.3!                       +*             !!          .   . 0 .          !
 1998.4!                        +*            !!          .   . 0 .          !
 1999.1!                       * +            !!          . 0 .   .          !
 1999.2!                       +*             !!          .   . 0 .          !
 1999.3!                        + *           !!          .   .   0          !
 1999.4!                          +*          !!          .   .0  .          !
 2000.1!                         *+           !!          . 0 .   .          !
 2000.2!                        +*            !!          .   . 0 .          !
 2000.3!                         + *          !!          .   .  0.          !
 2000.4!                          +           !!          .  0.   .          !
 2001.1!                         +            !!          .   0   .          !
 2001.2!                         +*           !!          .   .0  .          !
 2001.3!                         + *          !!          .   .  0.          !
 2001.4!                          +           !!          .   0   .          !
 2002.1!                         + *          !!          .   .  0.          !
 2002.2!                           +          !!          .   .0  .          !
 2002.3!                           + *        !!          .   .   0          !
 2002.4!                            +*        !!          .   .0  .          !
 2003.1!                            +         !!          .   0   .          !
 2003.2!                            +*        !!          .   . 0 .          !
 2003.3!                            +  *      !!          .   .  0.          !
 2003.4!                              +       !!          .   0   .          !
 2004.1!                             *+       !!          . 0 .   .          !
 2004.2!                             +*       !!          .   . 0 .          !
 2004.3!                              +*      !!          .   . 0 .          !
 2004.4!                              *+      !!          .  0.   .          !
 2005.1!                             *+       !!          . 0 .   .          !
 2005.2!                             +*       !!          .   .0  .          !
 2005.3!                              +*      !!          .   . 0 .          !
 2005.4!                               +      !!          .   0   .          !
 2006.1!                               +      !!          .   0   .          !
 2006.2!                               +*     !!          .   .0  .          !
 2006.3!                                +*    !!          .   .0  .          !
 2006.4!                                *+    !!          .  0.   .          !
 2007.1!                                +     !!          .   0   .          !
 2007.2!                                +*    !!          .   .0  .          !
 2007.3!                                 +*   !!          .   . 0 .          !
 2007.4!                                 *+   !!          .  0.   .          !
 2008.1!                                 *+   !!          .   0   .          !
 2008.2!                                  +   !!          .   .0  .          !
 2008.3!                                   +  !!          .   .0  .          !
 2008.4!                                   +  !!          .  0.   .          !
 2009.1!                                 *+   !!          . 0 .   .          !
 2009.2!                                 + *  !!          .   . 0 .          !
 2009.3!                                   +* !!          .   . 0 .          !
 2009.4!                                   *+ !!          .  0.   .          !
 2010.1!                                   +  !!          .   0   .          !
 2010.2!                                   +* !!          .   .  0.          !
 2010.3!                                    +*!!          .   .0  .          !
 2010.4!                                    *+!!          .  0.   .          !
 2011.1!                                   *+ !!          .  0.   .          !
 2011.2!                                   + *!!          .   .  0.          !
 2011.3!                                     +!!          .   0   .          !
 2011.4!                                     +!!          .   0   .          !
 2012.1!                                    *+!!          .  0.   .          !
 2012.2!                                    + *!          .   .  0.          !
 2012.3!                                     +*!          .   .0  .          !
 2012.4!                                     *+!          .  0.   .          !


     20.63 percent of the residuals exceed 1 SE
      4.76 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PARCE=ARPX$Q/CEPMM;                                                     
 GENR LAAARCE=LOG(AAARCE+.00001);                                             
 GENR LAARCE=LOG(AARCE+.00001);                                               
 LHS AAARCE=EXP(LAAARCE)-.00001;                                              
  EQ 2087 LAAARCE C LAARCE(-1) PARCE;                                         
EQUATION 1295  LAAARCE  
   RHS     C  LAARCE(-1)  PARCE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1295 PLOT=0;END;                                                     

Equation number = 1295
**********************

Dependent variable = LAAARCE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.484801914

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.168631827       0.155787940  -1.08244     1.000000
14294 LAARCE  ( -1)       0.877803919       0.036577238  23.99864    -2.483551
14292 PARCE   (  0)      -0.113813660       0.138378651  -0.82248     1.195806

SE of equation            =     0.239685900
Sum of squared residuals  =  10.6281262      -0.299138492E-11
Average absolute error    =     0.169051748
Sum of ABS residuals      =  31.7817286    
R squared                 =   0.79024
Durbin-Watson statistic   =   2.22607
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!              *    +                  !!           0  .  .           !
 1966.2!         *    +                       !!          0.  .  .           !
 1966.3!          +         *                 !!           .  .  .    0      !
 1966.4!                    + *               !!           .  .0 .           !
 1967.1!                *    +                !!          0.  .  .           !
 1967.2!                +    *                !!           .  .  .0          !
 1967.3!                    *+                !!           .  0  .           !
 1967.4!                    + *               !!           .  . 0.           !
 1968.1!                 *   +                !!           0  .  .           !
 1968.2!                 +    *               !!           .  .  .0          !
 1968.3!                 *    +               !!           0  .  .           !
 1968.4!                 +*                   !!           .  .0 .           !
 1969.1!                  +*                  !!           .  .0 .           !
 1969.2!                  +                   !!           . 0.  .           !
 1969.3!                 +*                   !!           .  .0 .           !
 1969.4!                  +    *              !!           .  .  .0          !
 1970.1!                  *   +               !!           0  .  .           !
 1970.2!                  +  *                !!           .  . 0.           !
 1970.3!                     +  *             !!           .  . 0.           !
 1970.4!                       +*             !!           .  .0 .           !
 1971.1!                  *     +             !!          0.  .  .           !
 1971.2!                  +    *              !!           .  .  .0          !
 1971.3!                       +     *        !!           .  .  . 0         !
 1971.4!                            +    *    !!           .  .  .0          !
 1972.1!                      *        +      !!       0   .  .  .           !
 1972.2!                      +          *    !!           .  .  .     0     !
 1972.3!                                +*    !!           .  .0 .           !
 1972.4!                                +     !!           .  .0 .           !
 1973.1!                               +  *   !!           .  . 0.           !
 1973.2!                               *+     !!           . 0.  .           !
 1973.3!                             +        *!           .  .  .  0        !
 1973.4!                                    + !!           .  0  .           !
 1974.1!                        *         +   !!       0   .  .  .           !
 1974.2!                        +   *         !!           .  .  0           !
 1974.3!                        *  +          !!           0  .  .           !
 1974.4!                       +*             !!           .  .0 .           !
 1975.1!                   *    +             !!           0  .  .           !
 1975.2!               *   +                  !!           0  .  .           !
 1975.3!                +                     !!           .  0  .           !
 1975.4!                 +          *         !!           .  .  .    0      !
 1976.1!                         * +          !!           . 0.  .           !
 1976.2!                        +   *         !!           .  . 0.           !
 1976.3!                          *+          !!           .  0  .           !
 1976.4!                          +  *        !!           .  .  0           !
 1977.1!                          * +         !!           .0 .  .           !
 1977.2!                         + *          !!           .  .0 .           !
 1977.3!                          +  *        !!           .  . 0.           !
 1977.4!                            +   *     !!           .  .  0           !
 1978.1!                       *       +      !!        0  .  .  .           !
 1978.2!                      +               !!           .  0  .           !
 1978.3!                    * +               !!           . 0.  .           !
 1978.4!                  *  +                !!           .0 .  .           !
 1979.1!               *   +                  !!           0  .  .           !
 1979.2!          *     +                     !!          0.  .  .           !
 1979.3!          * +                         !!           .0 .  .           !
 1979.4!           +   *                      !!           .  .  0           !
 1980.1!        *       +                     !!        0  .  .  .           !
 1980.2!          +*                          !!           .  .0 .           !
 1980.3!             +  *                     !!           .  . 0.           !
 1980.4!                 +   *                !!           .  .  0           !
 1981.1! *                   +                !0           .  .  .           !
 1981.2*    +                                 !!           0  .  .           !
 1981.3!  +      *                            !!           .  .  . 0         !
 1981.4!          +                           !!           .  0  .           !
 1982.1!       *   +                          !!           .0 .  .           !
 1982.2!         +                            !!           .  0  .           !
 1982.3!           +                          !!           .  0  .           !
 1982.4!            +     *                   !!           .  .  . 0         !
 1983.1!                  + *                 !!           .  .0 .           !
 1983.2!                    +*                !!           .  .0 .           !
 1983.3!            *       +                 !!        0  .  .  .           !
 1983.4!             + *                      !!           .  .0 .           !
 1984.1!               + *                    !!           .  .0 .           !
 1984.2!           *     +                    !!         0 .  .  .           !
 1984.3!    *       +                         !!        0  .  .  .           !
 1984.4!*    +                                !!          0.  .  .           !
 1985.1*  +                                   !!           .0 .  .           !
 1985.2!*+                                    !!           . 0.  .           !
 1985.3!  +*                                  !!           .  .0 .           !
 1985.4!     +         *                      !!           .  .  .   0       !
 1986.1!      *        +                      !!       0   .  .  .           !
 1986.2!    *  +                              !!           0  .  .           !
 1986.3!      +   *                           !!           .  .  0           !
 1986.4!          *+                          !!           . 0.  .           !
 1987.1!     *     +                          !!          0.  .  .           !
 1987.2!      *+                              !!           . 0.  .           !
 1987.3!       *+                             !!           . 0.  .           !
 1987.4!        +*                            !!           .  0  .           !
 1988.1!        * +                           !!           .0 .  .           !
 1988.2!         +   *                        !!           .  .  0           !
 1988.3!              +*                      !!           .  .0 .           !
 1988.4!              *+                      !!           . 0.  .           !
 1989.1!            *  +                      !!           .0 .  .           !
 1989.2!            *+                        !!           .  0  .           !
 1989.3!             + *                      !!           .  .0 .           !
 1989.4!              *+                      !!           . 0.  .           !
 1990.1!              *+                      !!           . 0.  .           !
 1990.2!               + *                    !!           .  . 0.           !
 1990.3!                  +*                  !!           .  .0 .           !
 1990.4!                   +  *               !!           .  . 0.           !
 1991.1!            *         +               !!       0   .  .  .           !
 1991.2!             +     *                  !!           .  .  .0          !
 1991.3!                   +*                 !!           .  .0 .           !
 1991.4!               *    +                 !!          0.  .  .           !
 1992.1!             *  +                     !!           0  .  .           !
 1992.2!              +   *                   !!           .  .  0           !
 1992.3!                * +                   !!           .0 .  .           !
 1992.4!             *   +                    !!           .0 .  .           !
 1993.1!              +                       !!           . 0.  .           !
 1993.2!            * +                       !!           .0 .  .           !
 1993.3!             +*                       !!           .  .0 .           !
 1993.4!             * +                      !!           . 0.  .           !
 1994.1!              +*                      !!           .  .0 .           !
 1994.2!                +    *                !!           .  .  .0          !
 1994.3!                     +  *             !!           .  . 0.           !
 1994.4!                       *+             !!           .  0  .           !
 1995.1!                      *+              !!           . 0.  .           !
 1995.2!                      +               !!           .  0  .           !
 1995.3!                      +               !!           .  0  .           !
 1995.4!                      + *             !!           .  . 0.           !
 1996.1!                        +             !!           .  0  .           !
 1996.2!                       *+             !!           . 0.  .           !
 1996.3!                       +              !!           .  0  .           !
 1996.4!                       + *            !!           .  . 0.           !
 1997.1!                       * +            !!           .0 .  .           !
 1997.2!                      + *             !!           .  .0 .           !
 1997.3!                       +              !!           .  0  .           !
 1997.4!                     * +              !!           . 0.  .           !
 1998.1!                     +*               !!           .  .0 .           !
 1998.2!                      +  *            !!           .  .  0           !
 1998.3!                        *+            !!           . 0.  .           !
 1998.4!                      * +             !!           . 0.  .           !
 1999.1!                     *+               !!           . 0.  .           !
 1999.2!                     +           *    !!           .  .  .     0     !
 1999.3!                                +     !!           .  0  .           !
 1999.4!                               +*     !!           .  .0 .           !
 2000.1!                              + *     !!           .  .0 .           !
 2000.2!                               +*     !!           .  .0 .           !
 2000.3!                               +*     !!           .  .0 .           !
 2000.4!                               +*     !!           .  .0 .           !
 2001.1!                              +    *  !!           .  .  0           !
 2001.2!                                 +*   !!           .  .0 .           !
 2001.3!                                 +    !!           .  0  .           !
 2001.4!                                +     !!           .  0  .           !
 2002.1!                               +  *   !!           .  . 0.           !
 2002.2!                                 +    *!           .  .  .0          !
 2002.3!                                   *+ !!           . 0.  .           !
 2002.4!                                  +*  !!           .  .0 .           !
 2003.1!                                 +  * !!           .  . 0.           !
 2003.2!                                   +* !!           .  .0 .           !
 2003.3!                                  +  *!!           .  . 0.           !
 2003.4!                                   +* !!           .  .0 .           !
 2004.1!                                  +   !!           .  0  .           !
 2004.2!                                 +    !!           .  .0 .           !
 2004.3!                                +*    !!           .  .0 .           !
 2004.4!                                + *   !!           .  . 0.           !
 2005.1!                                 +    !!           .  0  .           !
 2005.2!                                +     !!           .  0  .           !
 2005.3!                               + *    !!           .  . 0.           !
 2005.4!                                +     !!           .  0  .           !
 2006.1!                               +      !!           .  0  .           !
 2006.2!                              +       !!           .  0  .           !
 2006.3!                            *+        !!           . 0.  .           !
 2006.4!                           +          !!           .  0  .           !
 2007.1!                           +          !!           .  0  .           !
 2007.2!                         *+           !!           . 0.  .           !
 2007.3!                     *  +             !!           0  .  .           !
 2007.4!                     + *              !!           .  .0 .           !
 2008.1!                    * +               !!           .0 .  .           !
 2008.2!               *   +                  !!           0  .  .           !
 2008.3!              +                       !!           .  0  .           !
 2008.4!              + *                     !!           .  .0 .           !
 2009.1!                +       *             !!           .  .  .  0        !
 2009.2!                      *+              !!           .  0  .           !
 2009.3!                    * +               !!           . 0.  .           !
 2009.4!                   *+                 !!           .  0  .           !
 2010.1!                   +  *               !!           .  . 0.           !
 2010.2!                    * +               !!           . 0.  .           !
 2010.3!                 *  +                 !!           .0 .  .           !
 2010.4!                  +*                  !!           .  .0 .           !
 2011.1!                 * +                  !!           .0 .  .           !
 2011.2!            *    +                    !!           0  .  .           !
 2011.3!             +  *                     !!           .  . 0.           !
 2011.4!                +*                    !!           .  .0 .           !
 2012.1!               *  +                   !!           .0 .  .           !
 2012.2!             *  +                     !!           .0 .  .           !
 2012.3!            * +                       !!           . 0.  .           !
 2012.4!             + *                      !!           .  .0 .           !


     25.00 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRCE=BRPX$Q/CEPMM;                                                     
 GENR LAABRCE=LOG(AABRCE+.00001);                                             
 GENR LABRCE=LOG(ABRCE+.00001);                                               
 LHS AABRCE=EXP(LAABRCE)-.00001;                                              
  EQ 2088 LAABRCE C LABRCE(-1) PBRCE;                                         
EQUATION 1296  LAABRCE  
   RHS     C  LABRCE(-1)  PBRCE  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1296 PLOT=0;END;                                                     

Equation number = 1296
**********************

Dependent variable = LAABRCE 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -2.299866988

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.277663842       0.157379407  -1.76430     1.000000
14297 LABRCE  ( -1)       0.647054850       0.061196200  10.57345    -2.294042
14295 PBRCE   (  0)      -0.554652742       0.133852682  -4.14376     0.969674

SE of equation            =     0.165093944
Sum of squared residuals  =  3.35248928       0.171040959E-11
Average absolute error    =     0.132411988
Sum of ABS residuals      =  16.6839104    
R squared                 =   0.59005
Durbin-Watson statistic   =   2.34762
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                            +  *      !!        .     .  0  .        !
 1981.4!                            +         !!        .     0     .        !
 1982.1!                          +   *       !!        .     .   0 .        !
 1982.2!                            +   *     !!        .     .    0.        !
 1982.3!                *             +       !!0       .     .     .        !
 1982.4!                 +  *                 !!        .     .  0  .        !
 1983.1!                   +      *           !!        .     .     . 0      !
 1983.2!                  *     +             !!        0     .     .        !
 1983.3!          *     +                     !!       0.     .     .        !
 1983.4!            +     *                   !!        .     .     0        !
 1984.1!          *     +                     !!        0     .     .        !
 1984.2!              +            *          !!        .     .     .      0 !
 1984.3!               *    +                 !!        0     .     .        !
 1984.4!              +         *             !!        .     .     .    0   !
 1985.1!            *       +                 !!      0 .     .     .        !
 1985.2!            +      *                  !!        .     .     .0       !
 1985.3!                  +    *              !!        .     .    0.        !
 1985.4!                     +     *          !!        .     .     .0       !
 1986.1!                   *       +          !!      0 .     .     .        !
 1986.2!                   *+                 !!        .    0.     .        !
 1986.3!                      +    *          !!        .     .    0.        !
 1986.4!             *         +              !!   0    .     .     .        !
 1987.1!                 +                    !!        .    0.     .        !
 1987.2!                    +    *            !!        .     .    0.        !
 1987.3!                        +   *         !!        .     .    0.        !
 1987.4!                           +       *  !!        .     .     . 0      !
 1988.1!                              * +     !!        .   0 .     .        !
 1988.2!                           +          !!        .     0     .        !
 1988.3!                        +             *!        .     .     .       0!
 1988.4!                                 + *  !!        .     . 0   .        !
 1989.1!                               +  *   !!        .     .  0  .        !
 1989.2!                              +   *   !!        .     .   0 .        !
 1989.3!                                +*    !!        .     . 0   .        !
 1989.4!                                +   * !!        .     .   0 .        !
 1990.1!                                *   + !!        . 0   .     .        !
 1990.2!                  *             +     !0        .     .     .        !
 1990.3!                       +              !!        .     .0    .        !
 1990.4!                   *     +            !!       0.     .     .        !
 1991.1!                        +          *  !!        .     .     .     0  !
 1991.2!                           *    +     !!        .0    .     .        !
 1991.3!                       *   +          !!        .0    .     .        !
 1991.4!                          +       *   !!        .     .     . 0      !
 1992.1!                       *      +       !!       0.     .     .        !
 1992.2!                        + *           !!        .     .  0  .        !
 1992.3!                          + *         !!        .     .  0  .        !
 1992.4!                             + *      !!        .     . 0   .        !
 1993.1!                           +          !!        .     0     .        !
 1993.2!                          +*          !!        .     . 0   .        !
 1993.3!                          +        *  !!        .     .     .  0     !
 1993.4!                               +*     !!        .     .0    .        !
 1994.1!                      *     +         !!        0     .     .        !
 1994.2!                      + *             !!        .     . 0   .        !
 1994.3!                         +*           !!        .     .0    .        !
 1994.4!                       *  +           !!        . 0   .     .        !
 1995.1!                        * +           !!        .   0 .     .        !
 1995.2!                 *      +             !!      0 .     .     .        !
 1995.3!                    +    *            !!        .     .    0.        !
 1995.4!                     *   +            !!        . 0   .     .        !
 1996.1!            *           +             !!  0     .     .     .        !
 1996.2!            *    +                    !!        .0    .     .        !
 1996.3!              * +                     !!        .  0  .     .        !
 1996.4!            *    +                    !!        .0    .     .        !
 1997.1!         *       +                    !!      0 .     .     .        !
 1997.2!       *     +                        !!       0.     .     .        !
 1997.3!          + *                         !!        .     . 0   .        !
 1997.4!              *+                      !!        .    0.     .        !
 1998.1!               *   +                  !!        .0    .     .        !
 1998.2!          *      +                    !!       0.     .     .        !
 1998.3!      *       +                       !!     0  .     .     .        !
 1998.4!        *   +                         !!        . 0   .     .        !
 1999.1!      *      +                        !!       0.     .     .        !
 1999.2!          * +                         !!        .  0  .     .        !
 1999.3!                +  *                  !!        .     .  0  .        !
 1999.4!                 *   +                !!        .  0  .     .        !
 2000.1!               *    +                 !!        .0    .     .        !
 2000.2!                 +*                   !!        .     .0    .        !
 2000.3!               *   +                  !!        .0    .     .        !
 2000.4!                 +*                   !!        .     .0    .        !
 2001.1!                  * +                 !!        .   0 .     .        !
 2001.2!                    + *               !!        .     .  0  .        !
 2001.3!                     * +              !!        .   0 .     .        !
 2001.4!                      +  *            !!        .     .  0  .        !
 2002.1!                       * +            !!        .   0 .     .        !
 2002.2!                    *+                !!        .    0.     .        !
 2002.3!                         +        *   !!        .     .     .  0     !
 2002.4!                             *+       !!        .    0.     .        !
 2003.1!                             +  *     !!        .     .   0 .        !
 2003.2!                            * +       !!        .   0 .     .        !
 2003.3!                          +  *        !!        .     .  0  .        !
 2003.4!                           +      *   !!        .     .     .0       !
 2004.1!                                 +    *!        .     .    0.        !
 2004.2!                         *    +       !!        .0    .     .        !
 2004.3!                         +         *  !!        .     .     .    0   !
 2004.4!                             +*       !!        .     .0    .        !
 2005.1!                          +  *        !!        .     . 0   .        !
 2005.2!                        + *           !!        .     . 0   .        !
 2005.3!                       +             *!!        .     .     .        0
 2005.4!                              +  *    !!        .     .   0 .        !
 2006.1!                            +*        !!        .     0     .        !
 2006.2!                      *+              !!        .     0     .        !
 2006.3!                     +             *  !!        .     .     .        0
 2006.4!                      *     +         !!        0     .     .        !
 2007.1!                    +         *       !!        .     .     .   0    !
 2007.2!                    *    +            !!        .0    .     .        !
 2007.3!                   +     *            !!        .     .     0        !
 2007.4!                   * +                !!        .   0 .     .        !
 2008.1!            *    +                    !!        0     .     .        !
 2008.2!              +  *                    !!        .     .   0 .        !
 2008.3!              +  *                    !!        .     . 0   .        !
 2008.4!            +    *                    !!        .     .    0.        !
 2009.1!        *         +                   !!    0   .     .     .        !
 2009.2!        *   +                         !!        . 0   .     .        !
 2009.3!             +*                       !!        .     .0    .        !
 2009.4!            *   +                     !!        . 0   .     .        !
 2010.1!           *  +                       !!        .  0  .     .        !
 2010.2!           +                          !!        .     0     .        !
 2010.3!           +                          !!        .     0     .        !
 2010.4!            +     *                   !!        .     .     0        !
 2011.1!     *         +                      !!    0   .     .     .        !
 2011.2!     +        *                       !!        .     .     .  0     !
 2011.3!    *      +                          !!       0.     .     .        !
 2011.4!      +     *                         !!        .     .     .0       !
 2012.1!*         +                           !!   0    .     .     .        !
 2012.2!  +                                   !!        .    0.     .        !
 2012.3*    +                                 !!        .0    .     .        !
 2012.4!     +  *                             !!        .     .  0  .        !


     30.16 percent of the residuals exceed 1 SE
      4.76 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMECE=MEPX$Q/CEPMM;                                                     
 GENR LAAMECE=LOG(AAMECE+.00001);                                             
 GENR LAMECE=LOG(AMECE+.00001);                                               
 LHS AAMECE=EXP(LAAMECE)-.00001;                                              
  EQ 2089 LAAMECE C LAMECE(-1) PMECE;                                         
EQUATION 1297  LAAMECE  
   RHS     C  LAMECE(-1)  PMECE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1297 PLOT=0;END;                                                     

Equation number = 1297
**********************

Dependent variable = LAAMECE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.183411337

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.099605360       0.213534571  -0.46646     1.000000
14300 LAMECE  ( -1)       0.771430403       0.047464718  16.25271    -4.186962
14298 PMECE   (  0)      -0.729284819       0.236426086  -3.08462     1.170813

SE of equation            =     0.355551173
Sum of squared residuals  =  23.3870777      -0.855360227E-11
Average absolute error    =     0.258123589
Sum of ABS residuals      =  48.5272347    
R squared                 =   0.75893
Durbin-Watson statistic   =   2.24245
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                  *     +             !!        0 .   .   .          !
 1966.2!                  + *                 !!          .   . 0 .          !
 1966.3!                   +        *         !!          .   .   .     0    !
 1966.4!                        *+            !!          .  0.   .          !
 1967.1!                *     +               !!        0 .   .   .          !
 1967.2!                +   *                 !!          .   .   0          !
 1967.3!                   +*                 !!          .   . 0 .          !
 1967.4!                   +   *              !!          .   .   0          !
 1968.1!              *      +                !!       0  .   .   .          !
 1968.2!              +   *                   !!          .   .   0          !
 1968.3!                 +    *               !!          .   .   . 0        !
 1968.4!               *    +                 !!         0.   .   .          !
 1969.1!              +     *                 !!          .   .   . 0        !
 1969.2!               *  +                   !!          .0  .   .          !
 1969.3!              +  *                    !!          .   .   0          !
 1969.4!              *  +                    !!          .0  .   .          !
 1970.1!              + *                     !!          .   . 0 .          !
 1970.2!                + *                   !!          .   . 0 .          !
 1970.3!                   +  *               !!          .   .  0.          !
 1970.4!                      + *             !!          .   .  0.          !
 1971.1!                  *     +             !!        0 .   .   .          !
 1971.2!                   +       *          !!          .   .   .     0    !
 1971.3!                         *+           !!          . 0 .   .          !
 1971.4!               *        +             !!    0     .   .   .          !
 1972.1!                 +          *         !!          .   .   .       0  !
 1972.2!                           +          !!          .   0   .          !
 1972.3!                          +   *       !!          .   .   0          !
 1972.4!                             +*       !!          .   .0  .          !
 1973.1!                             +        !!          .   0   .          !
 1973.2!                            +   *     !!          .   .   0          !
 1973.3!                              +*      !!          .   .0  .          !
 1973.4!                            *+        !!          .  0.   .          !
 1974.1!                     *     +          !!       0  .   .   .          !
 1974.2!                 *    +               !!         0.   .   .          !
 1974.3!                  + *                 !!          .   . 0 .          !
 1974.4!                    +  *              !!          .   .   0          !
 1975.1!                      *+              !!          .  0.   .          !
 1975.2!                   *   +              !!          0   .   .          !
 1975.3!                   * +                !!          . 0 .   .          !
 1975.4!             *      +                 !!      0   .   .   .          !
 1976.1!                +  *                  !!          .   .   0          !
 1976.2!                     + *              !!          .   .  0.          !
 1976.3!           *           +              !!0         .   .   .          !
 1976.4!            * +                       !!          . 0 .   .          !
 1977.1!               +*                     !!          .   . 0 .          !
 1977.2!                  +    *              !!          .   .   .0         !
 1977.3!                      *+              !!          .  0.   .          !
 1977.4!                       +              !!          .   0   .          !
 1978.1!                    *   +             !!          0   .   .          !
 1978.2!                  *  +                !!          .0  .   .          !
 1978.3!                    +*                !!          .   .0  .          !
 1978.4!                      +    *          !!          .   .   .0         !
 1979.1!                        * +           !!          .0  .   .          !
 1979.2!                       * +            !!          . 0 .   .          !
 1979.3!                      * +             !!          . 0 .   .          !
 1979.4!                     *  +             !!          .0  .   .          !
 1980.1!                       +*             !!          .   .0  .          !
 1980.2!               *         +            !!  0       .   .   .          !
 1980.3!               *  +                   !!          .0  .   .          !
 1980.4!            *     +                   !!       0  .   .   .          !
 1981.1!               + *                    !!          .   .0  .          !
 1981.2!             *     +                  !!       0  .   .   .          !
 1981.3!                +   *                 !!          .   .   .0         !
 1981.4!             *      +                 !!      0   .   .   .          !
 1982.1!         *     +                      !!       0  .   .   .          !
 1982.2!  *         +                         !!   0      .   .   .          !
 1982.3!     * +                              !!          .  0.   .          !
 1982.4!         +   *                        !!          .   .   .0         !
 1983.1!               +   *                  !!          .   .   .0         !
 1983.2!      *            +                  !0          .   .   .          !
 1983.3!         + *                          !!          .   .  0.          !
 1983.4!             +    *                   !!          .   .   .0         !
 1984.1!          *      +                    !!      0   .   .   .          !
 1984.2!             +                        !!          .   0   .          !
 1984.3!           *  +                       !!          0   .   .          !
 1984.4!         *  +                         !!          .0  .   .          !
 1985.1*           +                          !! 0        .   .   .          !
 1985.2!  +  *                                !!          .   .  0.          !
 1985.3!       +             *                !!          .   .   .          0
 1985.4!               *    +                 !!       0  .   .   .          !
 1986.1!        *       +                     !!      0   .   .   .          !
 1986.2!          + *                         !!          .   . 0 .          !
 1986.3!              +      *                !!          .   .   .   0      !
 1986.4!              *       +               !!     0    .   .   .          !
 1987.1!                +    *                !!          .   .   .0         !
 1987.2!                    * +               !!          . 0 .   .          !
 1987.3!                     + *              !!          .   . 0 .          !
 1987.4!                     *  +             !!          .0  .   .          !
 1988.1!                      +     *         !!          .   .   .  0       !
 1988.2!                           +  *       !!          .   .   0          !
 1988.3!                             + *      !!          .   . 0 .          !
 1988.4!                              +  *    !!          .   .  0.          !
 1989.1!                      *        +      !!    0     .   .   .          !
 1989.2!                      +*              !!          .   .0  .          !
 1989.3!                       +              !!          .   0   .          !
 1989.4!                       +              !!          .  0.   .          !
 1990.1!                     *  +             !!          .0  .   .          !
 1990.2!                      +               !!          .   0   .          !
 1990.3!                       +              !!          .   0   .          !
 1990.4!                        +   *         !!          .   .   0          !
 1991.1!                        *   +         !!         0.   .   .          !
 1991.2!                       + *            !!          .   . 0 .          !
 1991.3!                         + *          !!          .   . 0 .          !
 1991.4!                            +         !!          .   .0  .          !
 1992.1!                         *  +         !!          0   .   .          !
 1992.2!                        *+            !!          .  0.   .          !
 1992.3!                         +*           !!          .   .0  .          !
 1992.4!                        * +           !!          . 0 .   .          !
 1993.1!                        +*            !!          .   .0  .          !
 1993.2!                         + *          !!          .   .  0.          !
 1993.3!                          +           !!          .  0.   .          !
 1993.4!                         +  *         !!          .   .  0.          !
 1994.1!                         * +          !!          .0  .   .          !
 1994.2!                         + *          !!          .   .  0.          !
 1994.3!                            +         !!          .   0   .          !
 1994.4!                         *  +         !!          .0  .   .          !
 1995.1!                          +  *        !!          .   .  0.          !
 1995.2!                             +      * !!          .   .   .   0      !
 1995.3!                                * +   !!          . 0 .   .          !
 1995.4!                               +  *   !!          .   .  0.          !
 1996.1!                                 +  * !!          .   .   0          !
 1996.2!                                  +   *!          .   .   0          !
 1996.3!                                    + !!          .   0   .          !
 1996.4!                                  +   !!          .   0   .          !
 1997.1!                                 +  * !!          .   .  0.          !
 1997.2!                                  +   *!          .   .   .0         !
 1997.3!                                   +  *!          .   .  0.          !
 1997.4!                                    +*!!          .   . 0 .          !
 1998.1!                                   +  !!          .   0   .          !
 1998.2!                                +  *  !!          .   .  0.          !
 1998.3!                                 +*   !!          .   .0  .          !
 1998.4!                                +*    !!          .   0   .          !
 1999.1!                               +      !!          .   0   .          !
 1999.2!                             +*       !!          .   . 0 .          !
 1999.3!                             +*       !!          .   .0  .          !
 1999.4!                             +*       !!          .   . 0 .          !
 2000.1!                             +*       !!          .   .0  .          !
 2000.2!                             + *      !!          .   . 0 .          !
 2000.3!                             +        !!          .   0   .          !
 2000.4!                            +  *      !!          .   .  0.          !
 2001.1!                            *+        !!          .  0.   .          !
 2001.2!                            +*        !!          .   . 0 .          !
 2001.3!                            +*        !!          .   .0  .          !
 2001.4!                            +         !!          .   0   .          !
 2002.1!                          *+          !!          .  0.   .          !
 2002.2!                         +   *        !!          .   .   0          !
 2002.3!                           *+         !!          .  0.   .          !
 2002.4!                          +  *        !!          .   . 0 .          !
 2003.1!                           *+         !!          .  0.   .          !
 2003.2!                           +*         !!          .   . 0 .          !
 2003.3!                            +*        !!          .   .0  .          !
 2003.4!                             +*       !!          .   . 0 .          !
 2004.1!                           *  +       !!          .0  .   .          !
 2004.2!                            +  *      !!          .   .  0.          !
 2004.3!                           *   +      !!          0   .   .          !
 2004.4!                           +          !!          .   0   .          !
 2005.1!                            +         !!          .   0   .          !
 2005.2!                            +  *      !!          .   .  0.          !
 2005.3!                              +       !!          .  0.   .          !
 2005.4!                              + *     !!          .   . 0 .          !
 2006.1!                               +      !!          .  0.   .          !
 2006.2!                               + *    !!          .   . 0 .          !
 2006.3!                               *+     !!          . 0 .   .          !
 2006.4!                               + *    !!          .   .  0.          !
 2007.1!                                *+    !!          .  0.   .          !
 2007.2!                                + *   !!          .   . 0 .          !
 2007.3!                                *+    !!          . 0 .   .          !
 2007.4!                                +*    !!          .   .0  .          !
 2008.1!                                 +*   !!          .   .0  .          !
 2008.2!                                  +   !!          .   .0  .          !
 2008.3!                                  +   !!          .  0.   .          !
 2008.4!                                  +   !!          .   .0  .          !
 2009.1!                             *   +    !!         0.   .   .          !
 2009.2!                              +*      !!          .   .0  .          !
 2009.3!                               +  *   !!          .   .   0          !
 2009.4!                                  +   !!          .   0   .          !
 2010.1!                                 +*   !!          .   .0  .          !
 2010.2!                                  +  *!!          .   .   0          !
 2010.3!                                    + !!          .   0   .          !
 2010.4!                                  *+  !!          .  0.   .          !
 2011.1!                                 +    !!          .  0.   .          !
 2011.2!                                 + *  !!          .   . 0 .          !
 2011.3!                                  +   !!          .   0   .          !
 2011.4!                                  +   !!          .   0   .          !
 2012.1!                                 +    !!          .   0   .          !
 2012.2!                                 + *  !!          .   . 0 .          !
 2012.3!                                  +   !!          .   0   .          !
 2012.4!                                * +   !!          .  0.   .          !


     22.34 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPECE=PEPX$Q/CEPMM;                                                     
 GENR LAAPECE=LOG(AAPECE+.00001);                                             
 GENR LAPECE=LOG(APECE+.00001);                                               
 LHS AAPECE=EXP(LAAPECE)-.00001;                                              
  EQ 2090 LAAPECE C LAPECE(-1) PPECE;                                         
EQUATION 1298  LAAPECE  
   RHS     C  LAPECE(-1)  PPECE  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1298 PLOT=0;END;                                                     

Equation number = 1298
**********************

Dependent variable = LAAPECE 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -3.938405840

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.432297902       0.202541777  -2.13436     1.000000
14303 LAPECE  ( -1)       0.865617343       0.046142437  18.75968    -3.935893
14301 PPECE   (  0)      -0.115537559       0.080833541  -1.42933     0.857997

SE of equation            =     0.276617401
Sum of squared residuals  =  9.41161395      -0.409761114E-11
Average absolute error    =     0.198485251
Sum of ABS residuals      =  25.0091416    
R squared                 =   0.74116
Durbin-Watson statistic   =   2.53192
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!              *        +              !!      0    .  .  .           !
 1981.4!               +                      !!           .  0  .           !
 1982.1!               *+                     !!           . 0.  .           !
 1982.2!                +      *              !!           .  .  .  0        !
 1982.3!                       +              !!           .  0  .           !
 1982.4!                   *   +              !!           0  .  .           !
 1983.1!                   +                  !!           . 0.  .           !
 1983.2!                   + *                !!           .  . 0.           !
 1983.3!                     +     *          !!           .  .  . 0         !
 1983.4!                      *   +           !!          0.  .  .           !
 1984.1!                      +               !!           .  0  .           !
 1984.2!                      + *             !!           .  . 0.           !
 1984.3!                        +  *          !!           .  .  0           !
 1984.4!                         *+           !!           . 0.  .           !
 1985.1!                         +    *       !!           .  .  . 0         !
 1985.2!                            *+        !!           . 0.  .           !
 1985.3!                           + *        !!           .  . 0.           !
 1985.4!                         *  +         !!           0  .  .           !
 1986.1!                         +            !!           .  .0 .           !
 1986.2!                         +   *        !!           .  .  0           !
 1986.3!                         *  +         !!           0  .  .           !
 1986.4!                         +            !!           .  0  .           !
 1987.1!                     *   +            !!          0.  .  .           !
 1987.2!                   * +                !!           .0 .  .           !
 1987.3!              *     +                 !!          0.  .  .           !
 1987.4!            *   +                     !!           0  .  .           !
 1988.1!           *  +                       !!           .0 .  .           !
 1988.2!             +  *                     !!           .  .  0           !
 1988.3!             *   +                    !!           0  .  .           !
 1988.4!              +                       !!           .  0  .           !
 1989.1!             * +                      !!           . 0.  .           !
 1989.2!               +  *                   !!           .  .  0           !
 1989.3!                   +                  !!           .  0  .           !
 1989.4!                 * +                  !!           .0 .  .           !
 1990.1!                * +                   !!           .0 .  .           !
 1990.2!               * +                    !!           . 0.  .           !
 1990.3!               *+                     !!           . 0.  .           !
 1990.4!                +*                    !!           .  .0 .           !
 1991.1*                +                     !0           .  .  .           !
 1991.2!  +              *                    !!           .  .  .         0 !
 1991.3!        *         +                   !!      0    .  .  .           !
 1991.4!        * +                           !!           .0 .  .           !
 1992.1!          *+                          !!           .  0  .           !
 1992.2!       *    +                         !!          0.  .  .           !
 1992.3!       * +                            !!           .0 .  .           !
 1992.4!       * +                            !!           .0 .  .           !
 1993.1!          +  *                        !!           .  .  0           !
 1993.2!               +*                     !!           .  .0 .           !
 1993.3!              *  +                    !!           .0 .  .           !
 1993.4!               *+                     !!           .  0  .           !
 1994.1!                 +                    !!           .  .0 .           !
 1994.2!                  +*                  !!           .  0  .           !
 1994.3!                 *  +                 !!           .0 .  .           !
 1994.4!             *    +                   !!          0.  .  .           !
 1995.1!               +      *               !!           .  .  .   0       !
 1995.2!                    *  +              !!           .0 .  .           !
 1995.3!              *     +                 !!         0 .  .  .           !
 1995.4!                +*                    !!           .  .0 .           !
 1996.1!              *   +                   !!           0  .  .           !
 1996.2!           *   +                      !!          0.  .  .           !
 1996.3!            +      *                  !!           .  .  .  0        !
 1996.4!                *   +                 !!           0  .  .           !
 1997.1!             *   +                    !!           0  .  .           !
 1997.2!              +  *                    !!           .  . 0.           !
 1997.3!            *    +                    !!         0 .  .  .           !
 1997.4!             + *                      !!           .  .0 .           !
 1998.1!             *  +                     !!           .0 .  .           !
 1998.2!               +                      !!           .  0  .           !
 1998.3!                +                     !!           .  0  .           !
 1998.4!                 +    *               !!           .  .  .0          !
 1999.1!                       +*             !!           .  .0 .           !
 1999.2!                        +  *          !!           .  . 0.           !
 1999.3!                        *  +          !!           0  .  .           !
 1999.4!                        +*            !!           .  .0 .           !
 2000.1!                         +   *        !!           .  .  .0          !
 2000.2!                             +        !!           .  0  .           !
 2000.3!                         *  +         !!           .0 .  .           !
 2000.4!                         +*           !!           .  .0 .           !
 2001.1!                          +*          !!           .  .0 .           !
 2001.2!                          +     *     !!           .  .  . 0         !
 2001.3!                            *  +      !!           .0 .  .           !
 2001.4!                            +  *      !!           .  .  0           !
 2002.1!                            * +       !!           .0 .  .           !
 2002.2!                       *   +          !!           0  .  .           !
 2002.3!                        +      *      !!           .  .  .  0        !
 2002.4!                              +*      !!           .  .0 .           !
 2003.1!                               +   *  !!           .  .  .0          !
 2003.2!                                  +   !!           .  0  .           !
 2003.3!                               * +    !!           .0 .  .           !
 2003.4!                              +   *   !!           .  .  0           !
 2004.1!                                 +    !!           .  0  .           !
 2004.2!                               + *    !!           .  . 0.           !
 2004.3!                                +     !!           .  0  .           !
 2004.4!                               + *    !!           .  . 0.           !
 2005.1!                                +     *!           .  .  . 0         !
 2005.2!                                  * + !!           . 0.  .           !
 2005.3!                                +  *  !!           .  . 0.           !
 2005.4!                               * +    !!           .0 .  .           !
 2006.1!                              +*      !!           .  . 0.           !
 2006.2!                            *+        !!           . 0.  .           !
 2006.3!                          +   *       !!           .  .  0           !
 2006.4!                            +         !!           .  0  .           !
 2007.1!                          +           !!           .  0  .           !
 2007.2!                        +   *         !!           .  .  0           !
 2007.3!                           +  *       !!           .  .  0           !
 2007.4!                            +*        !!           .  .0 .           !
 2008.1!                            +*        !!           .  . 0.           !
 2008.2!                            +         !!           .  0  .           !
 2008.3!                          +   *       !!           .  .  0           !
 2008.4!                             + *      !!           .  . 0.           !
 2009.1!                           *  +       !!           0  .  .           !
 2009.2!                         *+           !!           . 0.  .           !
 2009.3!                      * +             !!           .0 .  .           !
 2009.4!                  *  +                !!           .0 .  .           !
 2010.1!                  + *                 !!           .  . 0.           !
 2010.2!                    +                 !!           .  0  .           !
 2010.3!                   +                  !!           .  0  .           !
 2010.4!                  +   *               !!           .  .  0           !
 2011.1!                     +                !!           .  0  .           !
 2011.2!                    +*                !!           .  .0 .           !
 2011.3!                    +  *              !!           .  . 0.           !
 2011.4!                      +               !!           .  0  .           !
 2012.1!                     +   *            !!           .  .  .0          !
 2012.2!                        +             !!           .  0  .           !
 2012.3!                    * +               !!           0  .  .           !
 2012.4!                   +                  !!           .  0  .           !


     24.60 percent of the residuals exceed 1 SE
      3.97 percent of the residuals exceed 2 SE
@@EQ 2091 LAATUCE C LATUCE(-1) PTUCE;SMPL 1994.3 2012.4;OLS;EST 2091 PLOT=0;EN
@@EQ 2092 LAAPDCE C LAPDCE(-1) PPDCE;SMPL 1993.1 2012.4;OLS;EST 2092 PLOT=0;EN
@@EQ 2093 LAARUCE C LARUCE(-1) PRUCE;SMPL 1994.4 2012.4;OLS;EST 2093 PLOT=0;EN
@@EQ 2094 LAAUECE C LAUECE(-1) PUECE;SMPL 1996.3 2012.4;OLS;EST 2094 PLOT=0;EN
@@EQ 2095 LAAEGCE C LAEGCE(-1) PEGCE;SMPL 2002.4 2012.4;OLS;EST 2095 PLOT=0;EN
@EQ  2096 LAAISCE C LAISCE(-1) PISCE;SMPL 1975.4 2012.4;OLS;EST 2096 PLOT=0;EN
@@EQ 2097 LAAKECE C LAKECE(-1) PKECE;SMPL 2008.3 2012.4;OLS;EST 2097 PLOT=0;EN
@@EQ 2098 LAABACE C LABACE(-1) PBACE;SMPL 2005.1 2012.4;OLS;EST 2098 PLOT=0;EN
@EQ  2099 LAAHKCE C LAHKCE(-1) PHKCE;SMPL 1977.1 2012.4;OLS;EST 2099 PLOT=0;EN
@EQ  2100 LAASICE C LASICE(-1) PSICE;SMPL 1976.3 2012.4;OLS;EST 2100 PLOT=0;EN
@@EQ 2101 LAAVICE C LAVICE(-1) PVICE;SMPL 1993.4 2012.4;OLS;EST 2101 PLOT=0;EN
@@EQ 2102 LAANICE C LANICE(-1) PNICE;SMPL 2012.2 2012.4;OLS;EST 2102 PLOT=0;EN
@@EQ 2103 LAAALCE C LAALCE(-1) PALCE;SMPL 2013.1 2012.4;OLS;EST 2103 PLOT=0;EN
@@EQ 2104 LAAIACE C LAIACE(-1) PIACE;SMPL 1989.1 2012.4;OLS;EST 2104 PLOT=0;EN
@@EQ 2105 LAAINCE C LAINCE(-1) PINCE;SMPL 2000.3 2012.4;OLS;EST 2105 PLOT=0;EN
@@EQ 2106 LAAIQCE C LAIQCE(-1) PIQCE;SMPL 2013.1 2012.4;OLS;EST 2106 PLOT=0;EN
@@EQ 2107 LAAKUCE C LAKUCE(-1) PKUCE;SMPL 2013.1 2012.4;OLS;EST 2107 PLOT=0;EN
@@EQ 2108 LAALICE C LALICE(-1) PLICE;SMPL 2013.1 2012.4;OLS;EST 2108 PLOT=0;EN
@@EQ 2109 LAAUACE C LAUACE(-1) PUACE;SMPL 2000.1 2012.4;OLS;EST 2109 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSME=USPX$/MEPMM;                                                      
 GENR LAAUSME=LOG(AAUSME+.00001);                                             
 GENR LAUSME=LOG(AUSME+.00001);                                               
 LHS AAUSME=EXP(LAAUSME)-.00001;                                              
  EQ 2110 LAAUSME C LAUSME(-1) PUSME;                                         
EQUATION 1299  LAAUSME  
   RHS     C  LAUSME(-1)  PUSME  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1299 PLOT=0;END;                                                     

Equation number = 1299
**********************

Dependent variable = LAAUSME 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -0.392760878

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.007164135       0.063576505   0.11269     1.000000
14306 LAUSME  ( -1)       0.938925879       0.030753561  30.53064    -0.392956
14304 PUSME   (  0)      -0.029777450       0.068089306  -0.43733     1.039998

SE of equation            =     0.028291572
Sum of squared residuals  = 0.148076417       0.171217485E-10
Average absolute error    =     0.020484717
Sum of ABS residuals      =  3.85112679    
R squared                 =   0.90013
Durbin-Watson statistic   =   2.33405
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!               +  *                   !!          .   .  0.          !
 1966.2!           *      +                   !!      0   .   .   .          !
 1966.3!           + *                        !!          .   . 0 .          !
 1966.4!           * +                        !!          .0  .   .          !
 1967.1!          *+                          !!          .  0.   .          !
 1967.2!       *   +                          !!         0.   .   .          !
 1967.3!     *  +                             !!          .0  .   .          !
 1967.4!      +  *                            !!          .   .  0.          !
 1968.1!     *   +                            !!        0 .   .   .          !
 1968.2!     +  *                             !!          .   .  0.          !
 1968.3!*       +                             !!    0     .   .   .          !
 1968.4! +  *                                 !!          .   .   0          !
 1969.1!  *  +                                !!          0   .   .          !
 1969.2!   +   *                              !!          .   .   .0         !
 1969.3!       +                              !!          .   0   .          !
 1969.4!        +                             !!          .   0   .          !
 1970.1!      *  +                            !!          .0  .   .          !
 1970.2!      *+                              !!          .  0.   .          !
 1970.3!      *+                              !!          .  0.   .          !
 1970.4!      +*                              !!          .   .0  .          !
 1971.1! *      +                             !!     0    .   .   .          !
 1971.2*  +                                   !!          .0  .   .          !
 1971.3!+   *                                 !!          .   .   .0         !
 1971.4! *   +                                !!         0.   .   .          !
 1972.1!  +                                   !!          .   .0  .          !
 1972.2!  *+                                  !!          . 0 .   .          !
 1972.3!   +  *                               !!          .   .   0          !
 1972.4!       +*                             !!          .   . 0 .          !
 1973.1!*        +                            !!   0      .   .   .          !
 1973.2! +    *                               !!          .   .   .  0       !
 1973.3!       +*                             !!          .   .0  .          !
 1973.4!       *+                             !!          .  0.   .          !
 1974.1!        +           *                 !!          .   .   .          0
 1974.2!                    +                 !!          .   0   .          !
 1974.3!                  * +                 !!          . 0 .   .          !
 1974.4!                * +                   !!          .0  .   .          !
 1975.1!               *+                     !!          . 0 .   .          !
 1975.2!            *  +                      !!          0   .   .          !
 1975.3!            + *                       !!          .   . 0 .          !
 1975.4!              +     *                 !!          .   .   .   0      !
 1976.1!                    +*                !!          .   .0  .          !
 1976.2!                *    +                !!        0 .   .   .          !
 1976.3!            *    +                    !!         0.   .   .          !
 1976.4!             +    *                   !!          .   .   . 0        !
 1977.1!                  + *                 !!          .   .  0.          !
 1977.2!              *     +                 !!       0  .   .   .          !
 1977.3!               +     *                !!          .   .   .   0      !
 1977.4!                     +*               !!          .   0   .          !
 1978.1!               *      +               !!      0   .   .   .          !
 1978.2!               *+                     !!          .  0.   .          !
 1978.3!                +     *               !!          .   .   .   0      !
 1978.4!                      + *             !!          .   . 0 .          !
 1979.1!                       +              !!          .  0.   .          !
 1979.2!                       +  *           !!          .   .  0.          !
 1979.3!                   *      +           !!      0   .   .   .          !
 1979.4!                   +  *               !!          .   .   0          !
 1980.1!                       +      *       !!          .   .   .   0      !
 1980.2!                            *+        !!          .  0.   .          !
 1980.3!                          * +         !!          . 0 .   .          !
 1980.4!                          +           !!          .   0   .          !
 1981.1!                       *  +           !!          0   .   .          !
 1981.2!                   *   +              !!          0   .   .          !
 1981.3!          *        +                  !!  0       .   .   .          !
 1981.4!          +  *                        !!          .   .   0          !
 1982.1!              +                       !!          .   0   .          !
 1982.2!              +  *                    !!          .   .  0.          !
 1982.3!            *    +                    !!        0 .   .   .          !
 1982.4!            +    *                    !!          .   .   . 0        !
 1983.1!                 +  *                 !!          .   .  0.          !
 1983.2!                    +                 !!          .   0   .          !
 1983.3!                    +   *             !!          .   .   .0         !
 1983.4!                     *  +             !!          0   .   .          !
 1984.1!                     +  *             !!          .   .  0.          !
 1984.2!                     * +              !!          . 0 .   .          !
 1984.3!                     +     *          !!          .   .   .  0       !
 1984.4!                           +          !!          .   .0  .          !
 1985.1!                           +          !!          .   .0  .          !
 1985.2!                     *     +          !!      0   .   .   .          !
 1985.3!                     +*               !!          .   .0  .          !
 1985.4!                     +   *            !!          .   .   .0         !
 1986.1!                         +            !!          .   0   .          !
 1986.2!                        *+            !!          .  0.   .          !
 1986.3!                        +   *         !!          .   .   .0         !
 1986.4!                            +    *    !!          .   .   . 0        !
 1987.1!                                +*    !!          .   .0  .          !
 1987.2!                                +*    !!          .   .0  .          !
 1987.3!                               *+     !!          . 0 .   .          !
 1987.4!                              +  *    !!          .   .  0.          !
 1988.1!                                 +*   !!          .   .0  .          !
 1988.2!                                 +    !!          .   0   .          !
 1988.3!                                 +*   !!          .   .0  .          !
 1988.4!                                 +  * !!          .   .   0          !
 1989.1!                                 * +  !!          .0  .   .          !
 1989.2!                               *+     !!          . 0 .   .          !
 1989.3!                             *+       !!          .  0.   .          !
 1989.4!                             +        !!          .   0   .          !
 1990.1!                            +*        !!          .   .0  .          !
 1990.2!                           * +        !!          . 0 .   .          !
 1990.3!                           +          !!          .   0   .          !
 1990.4!                           + *        !!          .   .  0.          !
 1991.1!                             +        !!          .   0   .          !
 1991.2!                             +        !!          .  0.   .          !
 1991.3!                            +         !!          .   0   .          !
 1991.4!                          * +         !!          . 0 .   .          !
 1992.1!                          + *         !!          .   .  0.          !
 1992.2!                          * +         !!          .  0.   .          !
 1992.3!                          +           !!          .  0.   .          !
 1992.4!                         + *          !!          .   .0  .          !
 1993.1!                          + *         !!          .   . 0 .          !
 1993.2!                          * +         !!          . 0 .   .          !
 1993.3!                        * +           !!          . 0 .   .          !
 1993.4!                        +  *          !!          .   .  0.          !
 1994.1!                          *+          !!          .   0   .          !
 1994.2!                          +*          !!          .   .0  .          !
 1994.3!                           + *        !!          .   .  0.          !
 1994.4!                             +        !!          .   0   .          !
 1995.1!                             +  *     !!          .   .  0.          !
 1995.2!                               +   *  !!          .   .   .0         !
 1995.3!                                  +   *!          .   .   0          !
 1995.4!                                     +!!          .   0   .          !
 1996.1!                                    +*!!          .   .0  .          !
 1996.2!                                    +*!!          .   .0  .          !
 1996.3!                                    + !!          .   0   .          !
 1996.4!                                   +  *!          .   .   0          !
 1997.1!                                   * +!!          . 0 .   .          !
 1997.2!                                  +*  !!          .   0   .          !
 1997.3!                                  +*  !!          .   . 0 .          !
 1997.4!                                   +  !!          .   .0  .          !
 1998.1!                                  +   !!          .  0.   .          !
 1998.2!                                *+    !!          .  0.   .          !
 1998.3!                               +      !!          .   0   .          !
 1998.4!                              +   *   !!          .   .   0          !
 1999.1!                                 +    !!          .   0   .          !
 1999.2!                                +*    !!          .   .0  .          !
 1999.3!                                +     !!          .   0   .          !
 1999.4!                               +  *   !!          .   .  0.          !
 2000.1!                                *+    !!          . 0 .   .          !
 2000.2!                               +  *   !!          .   .  0.          !
 2000.3!                                *+    !!          .  0.   .          !
 2000.4!                              *+      !!          .  0.   .          !
 2001.1!                              +*      !!          .   . 0 .          !
 2001.2!                             *+       !!          . 0 .   .          !
 2001.3!                           *+         !!          .  0.   .          !
 2001.4!                          *+          !!          .  0.   .          !
 2002.1!                          +           !!          .   0   .          !
 2002.2!                          +           !!          .   0   .          !
 2002.3!                         +            !!          .  0.   .          !
 2002.4!                        +*            !!          .   .0  .          !
 2003.1!                         + *          !!          .   .  0.          !
 2003.2!                          *+          !!          .  0.   .          !
 2003.3!                         *+           !!          .   0   .          !
 2003.4!                         +*           !!          .   .0  .          !
 2004.1!                          + *         !!          .   . 0 .          !
 2004.2!                        *  +          !!          0   .   .          !
 2004.3!                      * +             !!          . 0 .   .          !
 2004.4!                      +*              !!          .   .0  .          !
 2005.1!                       + *            !!          .   .  0.          !
 2005.2!                       * +            !!          . 0 .   .          !
 2005.3!                      *+              !!          . 0 .   .          !
 2005.4!                     *+               !!          . 0 .   .          !
 2006.1!                     +                !!          .   0   .          !
 2006.2!                    *+                !!          . 0 .   .          !
 2006.3!               *    +                 !!         0.   .   .          !
 2006.4!                +                     !!          .   0   .          !
 2007.1!               * +                    !!          . 0 .   .          !
 2007.2!              * +                     !!          . 0 .   .          !
 2007.3!             *+                       !!          .  0.   .          !
 2007.4!            * +                       !!          . 0 .   .          !
 2008.1!             +  *                     !!          .   .   0          !
 2008.2!             *   +                    !!          0   .   .          !
 2008.3!              +                       !!          .   0   .          !
 2008.4!              +*                      !!          .   0   .          !
 2009.1!               +   *                  !!          .   .   .0         !
 2009.2!                 * +                  !!          .0  .   .          !
 2009.3!                 +*                   !!          .   .0  .          !
 2009.4!                  +                   !!          .  0.   .          !
 2010.1!                  +*                  !!          .   . 0 .          !
 2010.2!                 *  +                 !!          0   .   .          !
 2010.3!               * +                    !!          .0  .   .          !
 2010.4!                + *                   !!          .   .  0.          !
 2011.1!                  +                   !!          .   0   .          !
 2011.2!                  *+                  !!          .   0   .          !
 2011.3!                  *+                  !!          .  0.   .          !
 2011.4!                  +                   !!          .   0   .          !
 2012.1!                   + *                !!          .   .  0.          !
 2012.2!                    *+                !!          . 0 .   .          !
 2012.3!                 *  +                 !!          .0  .   .          !
 2012.4!                  +*                  !!          .   .0  .          !


     25.00 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
@EQ  2111 LAACAME C LACAME(-1) PCAME;SMPL 1966.1 2012.4;OLS;EST 2111 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJAME=JAPX$/MEPMM;                                                      
 GENR LAAJAME=LOG(AAJAME+.00001);                                             
 GENR LAJAME=LOG(AJAME+.00001);                                               
 LHS AAJAME=EXP(LAAJAME)-.00001;                                              
  EQ 2112 LAAJAME C LAJAME(-1) PJAME;                                         
EQUATION 1300  LAAJAME  
   RHS     C  LAJAME(-1)  PJAME  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1300 PLOT=0;END;                                                     

Equation number = 1300
**********************

Dependent variable = LAAJAME 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.239653599

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.404944063       0.102407548  -3.95424     1.000000
14309 LAJAME  ( -1)       0.849534920       0.033596515  25.28640    -3.244611
14307 PJAME   (  0)      -0.064862508       0.051003639  -1.27172     1.207151

SE of equation            =     0.127751372
Sum of squared residuals  =  3.01927639       0.853095372E-11
Average absolute error    =     0.100073474
Sum of ABS residuals      =  18.8138132    
R squared                 =   0.80984
Durbin-Watson statistic   =   2.14673
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1+   *                                  !!        .     .     .0       !
 1966.2!      + *                             !!        .     .  0  .        !
 1966.3!      *   +                           !!        0     .     .        !
 1966.4!       * +                            !!        .  0  .     .        !
 1967.1!         +     *                      !!        .     .     .  0     !
 1967.2!                +        *            !!        .     .     .        0
 1967.3!                     *   +            !!        0     .     .        !
 1967.4!                   *  +               !!        .0    .     .        !
 1968.1!                   +    *             !!        .     .     . 0      !
 1968.2!                 *      +             !!   0    .     .     .        !
 1968.3!                  +*                  !!        .     . 0   .        !
 1968.4!                   +  *               !!        .     .   0 .        !
 1969.1!                  *   +               !!        0     .     .        !
 1969.2!           *       +                  !! 0      .     .     .        !
 1969.3!            + *                       !!        .     . 0   .        !
 1969.4!               +*                     !!        .     .0    .        !
 1970.1!              *  +                    !!        0     .     .        !
 1970.2!         *     +                      !!     0  .     .     .        !
 1970.3!           +*                         !!        .     0     .        !
 1970.4!             +*                       !!        .     .0    .        !
 1971.1!             *  +                     !!        . 0   .     .        !
 1971.2!              *+                      !!        .     0     .        !
 1971.3!                +  *                  !!        .     .    0.        !
 1971.4!               *   +                  !!       0.     .     .        !
 1972.1!                +  *                  !!        .     .   0 .        !
 1972.2!                *  +                  !!        0     .     .        !
 1972.3!                 +   *                !!        .     .     .0       !
 1972.4!                    *+                !!        .   0 .     .        !
 1973.1!                  * +                 !!        .  0  .     .        !
 1973.2!                 *+                   !!        .   0 .     .        !
 1973.3!             *    +                   !!      0 .     .     .        !
 1973.4!     *        +                       !! 0      .     .     .        !
 1974.1!      * +                             !!        .  0  .     .        !
 1974.2!        +*                            !!        .     .0    .        !
 1974.3!           +      *                   !!        .     .     .     0  !
 1974.4!                   +      *           !!        .     .     .     0  !
 1975.1!                         *+           !!        .    0.     .        !
 1975.2!                     *   +            !!       0.     .     .        !
 1975.3!                     +   *            !!        .     .    0.        !
 1975.4!                 *       +            !! 0      .     .     .        !
 1976.1!                  +  *                !!        .     .    0.        !
 1976.2!                      +   *           !!        .     .     .0       !
 1976.3!                          +    *      !!        .     .     . 0      !
 1976.4!                              +*      !!        .     .0    .        !
 1977.1!                              +      *!!        .     .     .   0    !
 1977.2!                                *  +  !!        . 0   .     .        !
 1977.3!                           *   +      !!      0 .     .     .        !
 1977.4!                          +        *  !!        .     .     .        0
 1978.1!                                  + * !!        .     .  0  .        !
 1978.2!                                 *+   !!        .  0  .     .        !
 1978.3!                               +*     !!        .     .0    .        !
 1978.4!                      *        +      !!0       .     .     .        !
 1979.1!                      +       *       !!        .     .     .     0  !
 1979.2!                             +  *     !!        .     .    0.        !
 1979.3!                              *+      !!        .   0 .     .        !
 1979.4!                             +*       !!        .     . 0   .        !
 1980.1!                              +       !!        .     0     .        !
 1980.2!                             +   *    !!        .     .     0        !
 1980.3!                                +*    !!        .     . 0   .        !
 1980.4!                              * +     !!        .  0  .     .        !
 1981.1!                              + *     !!        .     .  0  .        !
 1981.2!                               + *    !!        .     .  0  .        !
 1981.3!                                +     *!        .     .     .   0    !
 1981.4!                                    + !!        .     0     .        !
 1982.1!                                   +  !!        .     0     .        !
 1982.2!                                *+    !!        .   0 .     .        !
 1982.3!                                + *   !!        .     .   0 .        !
 1982.4!                         *       +    !! 0      .     .     .        !
 1983.1!                          + *         !!        .     .   0 .        !
 1983.2!                        *   +         !!       0.     .     .        !
 1983.3!                         +   *        !!        .     .     .0       !
 1983.4!                             +  *     !!        .     .    0.        !
 1984.1!                               +   *  !!        .     .     .0       !
 1984.2!                                  +*  !!        .     .0    .        !
 1984.3!                              *   +   !!        .0    .     .        !
 1984.4!                              +  *    !!        .     .     0        !
 1985.1!                               * +    !!        .  0  .     .        !
 1985.2!                              +  *    !!        .     .   0 .        !
 1985.3!                               *+     !!        .   0 .     .        !
 1985.4!                               +     *!!        .     .     .    0   !
 1986.1!                                    + !!        .     .0    .        !
 1986.2!                               *   +  !!        0     .     .        !
 1986.3!                              +   *   !!        .     .     .0       !
 1986.4!                              *  +    !!        .0    .     .        !
 1987.1!                             +    *   !!        .     .     . 0      !
 1987.2!                                 +   *!!        .     .     0        !
 1987.3!                                   + *!!        .     .  0  .        !
 1987.4!                                  *+  !!        .    0.     .        !
 1988.1!                                 +  * !!        .     .   0 .        !
 1988.2!                                 *+   !!        .  0  .     .        !
 1988.3!                               +    * !!        .     .     .0       !
 1988.4!                          *       +   !! 0      .     .     .        !
 1989.1!                          +   *       !!        .     .     .0       !
 1989.2!                             + *      !!        .     .  0  .        !
 1989.3!                              +  *    !!        .     .   0 .        !
 1989.4!                        *       +     !! 0      .     .     .        !
 1990.1!                        +  *          !!        .     .    0.        !
 1990.2!                           +    *     !!        .     .     . 0      !
 1990.3!                               + *    !!        .     .  0  .        !
 1990.4!                                +*    !!        .     .0    .        !
 1991.1!                                +     !!        .     .0    .        !
 1991.2!                               + *    !!        .     . 0   .        !
 1991.3!                                +*    !!        .     .  0  .        !
 1991.4!                                +     !!        .     0     .        !
 1992.1!                                +    *!!        .     .     .  0     !
 1992.2!                                   *+ !!        .   0 .     .        !
 1992.3!                                 +*   !!        .     .0    .        !
 1992.4!                               * +    !!        .  0  .     .        !
 1993.1!                              +    *  !!        .     .     .0       !
 1993.2!                                 + *  !!        .     .  0  .        !
 1993.3!                                 + *  !!        .     . 0   .        !
 1993.4!                               * +    !!        . 0   .     .        !
 1994.1!                              +*      !!        .     .  0  .        !
 1994.2!                              +       !!        .     0     .        !
 1994.3!                            *+        !!        .   0 .     .        !
 1994.4!                           +          !!        .     0     .        !
 1995.1!                           +   *      !!        .     .     0        !
 1995.2!                              +*      !!        .     . 0   .        !
 1995.3!                             *+       !!        .    0.     .        !
 1995.4!                          * +         !!        .0    .     .        !
 1996.1!                          +*          !!        .     . 0   .        !
 1996.2!                           +  *       !!        .     .   0 .        !
 1996.3!                            *+        !!        .   0 .     .        !
 1996.4!                         *  +         !!        .0    .     .        !
 1997.1!                         +            !!        .     .0    .        !
 1997.2!                         *+           !!        .    0.     .        !
 1997.3!                        *+            !!        .   0 .     .        !
 1997.4!                       *+             !!        .  0  .     .        !
 1998.1!                      *+              !!        .   0 .     .        !
 1998.2!                       +*             !!        .     .0    .        !
 1998.3!                        +  *          !!        .     .   0 .        !
 1998.4!                       *   +          !!        .0    .     .        !
 1999.1!                       *+             !!        .   0 .     .        !
 1999.2!                      *+              !!        .  0  .     .        !
 1999.3!                      +*              !!        .     .0    .        !
 1999.4!                   *   +              !!       0.     .     .        !
 2000.1!                    +                 !!        .     0     .        !
 2000.2!                    *+                !!        .   0 .     .        !
 2000.3!                     +                !!        .     0     .        !
 2000.4!                   *  +               !!        . 0   .     .        !
 2001.1!                 *  +                 !!        . 0   .     .        !
 2001.2!                  *+                  !!        .   0 .     .        !
 2001.3!                *  +                  !!        .0    .     .        !
 2001.4!               *  +                   !!        .0    .     .        !
 2002.1!                 +*                   !!        .     .  0  .        !
 2002.2!                *   +                 !!       0.     .     .        !
 2002.3!              *  +                    !!        .0    .     .        !
 2002.4!             *   +                    !!        .0    .     .        !
 2003.1!             *  +                     !!        .  0  .     .        !
 2003.2!              * +                     !!        .  0  .     .        !
 2003.3!                +                     !!        .     0     .        !
 2003.4!              *   +                   !!       0.     .     .        !
 2004.1!               *+                     !!        .    0.     .        !
 2004.2!                 +*                   !!        .     .0    .        !
 2004.3!                   +  *               !!        .     .   0 .        !
 2004.4!                      *+              !!        .    0.     .        !
 2005.1!                    *  +              !!        . 0   .     .        !
 2005.2!                      +*              !!        .     . 0   .        !
 2005.3!                        +   *         !!        .     .     0        !
 2005.4!                            +*        !!        .     .0    .        !
 2006.1!                             +        !!        .     .0    .        !
 2006.2!                             +*       !!        .     .0    .        !
 2006.3!                              +  *    !!        .     .     0        !
 2006.4!                               * +    !!        .  0  .     .        !
 2007.1!                              +   *   !!        .     .     .0       !
 2007.2!                               *  +   !!        . 0   .     .        !
 2007.3!                               + *    !!        .     .   0 .        !
 2007.4!                               * +    !!        .  0  .     .        !
 2008.1!                              *+      !!        .    0.     .        !
 2008.2!                              +       !!        .     0     .        !
 2008.3!                              +       !!        .     0     .        !
 2008.4!                          *   +       !!        0     .     .        !
 2009.1!                        * +           !!        . 0   .     .        !
 2009.2!                        *+            !!        .   0 .     .        !
 2009.3!                       *+             !!        .   0 .     .        !
 2009.4!                       *+             !!        .    0.     .        !
 2010.1!                        +  *          !!        .     .    0.        !
 2010.2!                           +*         !!        .     . 0   .        !
 2010.3!                           * +        !!        .   0 .     .        !
 2010.4!                      *    +          !!     0  .     .     .        !
 2011.1!                       +*             !!        .     . 0   .        !
 2011.2!                         +            !!        .     0     .        !
 2011.3!                       *  +           !!        .  0  .     .        !
 2011.4!                   *    +             !!      0 .     .     .        !
 2012.1!                     +  *             !!        .     .    0.        !
 2012.2!                        *+            !!        .    0.     .        !
 2012.3!                     *   +            !!        0     .     .        !
 2012.4!                    * +               !!        . 0   .     .        !


     29.79 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
@EQ  2113 LAAAUME C LAAUME(-1) PAUME;SMPL 1966.1 2012.4;OLS;EST 2113 PLOT=0;EN
@EQ  2114 LAAFRME C LAFRME(-1) PFRME;SMPL 1966.1 2012.4;OLS;EST 2114 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEME=GEPX$/MEPMM;                                                      
 GENR LAAGEME=LOG(AAGEME+.00001);                                             
 GENR LAGEME=LOG(AGEME+.00001);                                               
 LHS AAGEME=EXP(LAAGEME)-.00001;                                              
  EQ 2115 LAAGEME C LAGEME(-1) PGEME;                                         
EQUATION 1301  LAAGEME  
   RHS     C  LAGEME(-1)  PGEME  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1301 PLOT=0;END;                                                     

Equation number = 1301
**********************

Dependent variable = LAAGEME 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.922839549

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.074328951       0.063520596  -1.17016     1.000000
14312 LAGEME  ( -1)       0.929220675       0.024200687  38.39646    -2.917873
14310 PGEME   (  0)      -0.151649088       0.074173198  -2.04453     0.904476

SE of equation            =     0.093960794
Sum of squared residuals  =  1.63329669      -0.687538915E-11
Average absolute error    =     0.071473161
Sum of ABS residuals      =  13.4369543    
R squared                 =   0.92751
Durbin-Watson statistic   =   2.17298
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                               +      !!         .   0.    .         !
 1966.2!                              +   *   !!         .    .    .  0      !
 1966.3!                                 *+   !!         .   0.    .         !
 1966.4!                                +  *  !!         .    .   0.         !
 1967.1!                                * +   !!         .  0 .    .         !
 1967.2!                                +*    !!         .    . 0  .         !
 1967.3!                                +     *!         .    .    .    0    !
 1967.4!                                    *+!!         .  0 .    .         !
 1968.1!                                 * +  !!         . 0  .    .         !
 1968.2!                               *+     !!         .  0 .    .         !
 1968.3!                               +   *  !!         .    .    . 0       !
 1968.4!                                * +   !!         . 0  .    .         !
 1969.1!                                +     !!         .    .0   .         !
 1969.2!                             *  +     !!         .0   .    .         !
 1969.3!                             +        !!         .    0    .         !
 1969.4!                            + *       !!         .    .  0 .         !
 1970.1!                           * +        !!         . 0  .    .         !
 1970.2!                           +*         !!         .    . 0  .         !
 1970.3!                           + *        !!         .    .  0 .         !
 1970.4!                            + *       !!         .    .   0.         !
 1971.1!                             + *      !!         .    .  0 .         !
 1971.2!                              + *     !!         .    .   0.         !
 1971.3!                               +      !!         .    0    .         !
 1971.4!                             +  *     !!         .    .   0.         !
 1972.1!                              +       !!         .   0.    .         !
 1972.2!                            + *       !!         .    .  0 .         !
 1972.3!                             +  *     !!         .    .    0         !
 1972.4!                          *   +       !!       0 .    .    .         !
 1973.1!                     *   +            !!        0.    .    .         !
 1973.2!                    +      *          !!         .    .    .      0  !
 1973.3!                       * +            !!         . 0  .    .         !
 1973.4!                      +      *        !!         .    .    .      0  !
 1974.1!                           +  *       !!         .    .    0         !
 1974.2!                           * +        !!         . 0  .    .         !
 1974.3!                         *+           !!         .   0.    .         !
 1974.4!                         +*           !!         .    .  0 .         !
 1975.1!                        *+            !!         . 0  .    .         !
 1975.2!                       +*             !!         .    .0   .         !
 1975.3!                   *   +              !!        0.    .    .         !
 1975.4!                *  +                  !!         0    .    .         !
 1976.1!                +      *              !!         .    .    .       0 !
 1976.2!                    *  +              !!         .0   .    .         !
 1976.3!                    +                 !!         .    0    .         !
 1976.4!                    + *               !!         .    .   0.         !
 1977.1!                   *  +               !!         0    .    .         !
 1977.2!           *      +                   !! 0       .    .    .         !
 1977.3!         * +                          !!         . 0  .    .         !
 1977.4!         +    *                       !!         .    .    .   0     !
 1978.1!              +       *               !!         .    .    .        0!
 1978.2!                     +   *            !!         .    .    . 0       !
 1978.3!                      * +             !!         .  0 .    .         !
 1978.4!                     +                !!         .    0    .         !
 1979.1!                    +                 !!         .   0.    .         !
 1979.2!                *  +                  !!        0.    .    .         !
 1979.3!               +   *                  !!         .    .    .0        !
 1979.4!               *  +                   !!         .0   .    .         !
 1980.1!               +*                     !!         .    . 0  .         !
 1980.2!               *+                     !!         .  0 .    .         !
 1980.3!              +      *                !!         .    .    .     0   !
 1980.4!                    +  *              !!         .    .    0         !
 1981.1!                     * +              !!         .  0 .    .         !
 1981.2!                   * +                !!         0    .    .         !
 1981.3!                   +        *         !!         .    .    .         0
 1981.4!                           + *        !!         .    . 0  .         !
 1982.1!                            +*        !!         .    .0   .         !
 1982.2!                           *+         !!         .  0 .    .         !
 1982.3!                           +*         !!         .    .0   .         !
 1982.4!                     *     +          !!   0     .    .    .         !
 1983.1!                  *  +                !!         0    .    .         !
 1983.2!                   +*                 !!         .    .  0 .         !
 1983.3!               *     +                !!   0     .    .    .         !
 1983.4!                +*                    !!         .    . 0  .         !
 1984.1!                  +   *               !!         .    .    . 0       !
 1984.2!                    * +               !!         . 0  .    .         !
 1984.3!                *    +                !!     0   .    .    .         !
 1984.4!                 +                    !!         .    0    .         !
 1985.1!                  + *                 !!         .    .  0 .         !
 1985.2!                    +*                !!         .    .0   .         !
 1985.3!                     +   *            !!         .    .    .0        !
 1985.4!                    *    +            !!      0  .    .    .         !
 1986.1!                    +                 !!         .   0.    .         !
 1986.2!                   +    *             !!         .    .    .  0      !
 1986.3!                 *     +              !!  0      .    .    .         !
 1986.4!                +*                    !!         .    .0   .         !
 1987.1!              * +                     !!         .0   .    .         !
 1987.2!        *     +                       !!    0    .    .    .         !
 1987.3!        +                             !!         .   0.    .         !
 1987.4!      * +                             !!         . 0  .    .         !
 1988.1!      +                               !!         .  0 .    .         !
 1988.2!   *  +                               !!         0    .    .         !
 1988.3!    +*                                !!         .    .0   .         !
 1988.4!     +                                !!         .    0    .         !
 1989.1!      +                               !!         .    0    .         !
 1989.2!       +  *                           !!         .    .    0         !
 1989.3!          +  *                        !!         .    .    0         !
 1989.4!            *+                        !!         .   0.    .         !
 1990.1!         *  +                         !!        0.    .    .         !
 1990.2!         +                            !!         .    0    .         !
 1990.3!        +   *                         !!         .    .    . 0       !
 1990.4!          * +                         !!         . 0  .    .         !
 1991.1!         +    *                       !!         .    .    .  0      !
 1991.2!             +   *                    !!         .    .    .0        !
 1991.3!                *+                    !!         .    0    .         !
 1991.4!              * +                     !!         . 0  .    .         !
 1992.1!          *  +                        !!         0    .    .         !
 1992.2!          +  *                        !!         .    .    0         !
 1992.3!            +*                        !!         .    . 0  .         !
 1992.4!     *       +                        !!0        .    .    .         !
 1993.1!     +  *                             !!         .    .    .0        !
 1993.2!        + *                           !!         .    .  0 .         !
 1993.3!          +*                          !!         .    . 0  .         !
 1993.4!        *  +                          !!         .0   .    .         !
 1994.1!       *+                             !!         .  0 .    .         !
 1994.2!      *+                              !!         .  0 .    .         !
 1994.3!    * +                               !!         .0   .    .         !
 1994.4!    +*                                !!         .    . 0  .         !
 1995.1!     +*                               !!         .    . 0  .         !
 1995.2!    * +                               !!         . 0  .    .         !
 1995.3*    +                                 !!      0  .    .    .         !
 1995.4+  *                                   !!         .    .    0         !
 1996.1!  + *                                 !!         .    .  0 .         !
 1996.2*    +                                 !!     0   .    .    .         !
 1996.3+ *                                    !!         .    . 0  .         !
 1996.4!*+                                    !!         .   0.    .         !
 1997.1! +  *                                 !!         .    .    0         !
 1997.2!   * +                                !!         .  0 .    .         !
 1997.3!   *+                                 !!         .   0.    .         !
 1997.4!  * +                                 !!         .0   .    .         !
 1998.1!  + *                                 !!         .    .   0.         !
 1998.2!     + *                              !!         .    .  0 .         !
 1998.3!       +*                             !!         .    .0   .         !
 1998.4!      * +                             !!         . 0  .    .         !
 1999.1!      +   *                           !!         .    .    . 0       !
 1999.2!         *+                           !!         .  0 .    .         !
 1999.3!          +                           !!         .    .0   .         !
 1999.4!    *     +                           !!   0     .    .    .         !
 2000.1!    *+                                !!         .  0 .    .         !
 2000.2!     +                                !!         .   0.    .         !
 2000.3!      +                               !!         .    .0   .         !
 2000.4!      *+                              !!         .   0.    .         !
 2001.1!       +*                             !!         .    .0   .         !
 2001.2!        *+                            !!         .    0    .         !
 2001.3!         +                            !!         .   0.    .         !
 2001.4!       * +                            !!         .0   .    .         !
 2002.1!        +                             !!         .    0    .         !
 2002.2!         +                            !!         .    .0   .         !
 2002.3!      *  +                            !!        0.    .    .         !
 2002.4!      +*                              !!         .    .0   .         !
 2003.1!       +*                             !!         .    .0   .         !
 2003.2!      *+                              !!         .  0 .    .         !
 2003.3!      +                               !!         .    0    .         !
 2003.4!    * +                               !!         . 0  .    .         !
 2004.1!    +                                 !!         .    0    .         !
 2004.2!    +*                                !!         .    .0   .         !
 2004.3!  *  +                                !!         0    .    .         !
 2004.4!* +                                   !!         . 0  .    .         !
 2005.1!+     *                               !!         .    .    .   0     !
 2005.2!      +                               !!         .    0    .         !
 2005.3!      +  *                            !!         .    .    0         !
 2005.4!      *  +                            !!         .0   .    .         !
 2006.1!      +                               !!         .   0.    .         !
 2006.2!    * +                               !!         .0   .    .         !
 2006.3!    +*                                !!         .    . 0  .         !
 2006.4!    *+                                !!         .  0 .    .         !
 2007.1!    +*                                !!         .    .  0 .         !
 2007.2!    *+                                !!         . 0  .    .         !
 2007.3!    + *                               !!         .    .  0 .         !
 2007.4!    *+                                !!         .  0 .    .         !
 2008.1!   *+                                 !!         .  0 .    .         !
 2008.2!  +  *                                !!         .    .    0         !
 2008.3!    *+                                !!         .  0 .    .         !
 2008.4!    +*                                !!         .    . 0  .         !
 2009.1! *   +                                !!       0 .    .    .         !
 2009.2* +                                    !!         .0   .    .         !
 2009.3+ *                                    !!         .    .   0.         !
 2009.4!*+                                    !!         .  0 .    .         !
 2010.1! + *                                  !!         .    .   0.         !
 2010.2!   +*                                 !!         .    . 0  .         !
 2010.3!   *+                                 !!         . 0  .    .         !
 2010.4!*  +                                  !!        0.    .    .         !
 2011.1!+*                                    !!         .    .0   .         !
 2011.2! +*                                   !!         .    . 0  .         !
 2011.3!*  +                                  !!         .0   .    .         !
 2011.4!*+                                    !!         .   0.    .         !
 2012.1! + *                                  !!         .    .  0 .         !
 2012.2!  *+                                  !!         .   0.    .         !
 2012.3!   +                                  !!         .   0.    .         !
 2012.4!   +                                  !!         .    0    .         !


     25.00 percent of the residuals exceed 1 SE
      7.45 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITME=ITPX$/MEPMM;                                                      
 GENR LAAITME=LOG(AAITME+.00001);                                             
 GENR LAITME=LOG(AITME+.00001);                                               
 LHS AAITME=EXP(LAAITME)-.00001;                                              
  EQ 2116 LAAITME C LAITME(-1) PITME;                                         
EQUATION 1302  LAAITME  
   RHS     C  LAITME(-1)  PITME  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1302 PLOT=0;END;                                                     

Equation number = 1302
**********************

Dependent variable = LAAITME 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.943989861

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.535583964       0.135574047  -3.95049     1.000000
14315 LAITME  ( -1)       0.812833031       0.042557825  19.09950    -3.939529
14313 PITME   (  0)      -0.259579893       0.096831559  -2.68074     0.794463

SE of equation            =     0.162046935
Sum of squared residuals  =  4.85795368       0.115241150E-11
Average absolute error    =     0.121496104
Sum of ABS residuals      =  22.8412676    
R squared                 =   0.78975
Durbin-Watson statistic   =   2.28873
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                       * +            !!         .  0 .    .         !
 1966.2!                      +               !!         .    0    .         !
 1966.3!                     *+               !!         .   0.    .         !
 1966.4!                    + *               !!         .    .0   .         !
 1967.1!                     +     *          !!         .    .    .  0      !
 1967.2!                         *+           !!         .   0.    .         !
 1967.3!                       *+             !!         .   0.    .         !
 1967.4!                       + *            !!         .    .  0 .         !
 1968.1!                        +    *        !!         .    .    .0        !
 1968.2!                           +     *    !!         .    .    .  0      !
 1968.3!                               +*     !!         .    . 0  .         !
 1968.4!                             *+       !!         .   0.    .         !
 1969.1!                         * +          !!         .  0 .    .         !
 1969.2!                        +  *          !!         .    .  0 .         !
 1969.3!                         +*           !!         .    0    .         !
 1969.4!                 *      +             !!    0    .    .    .         !
 1970.1!                 +      *             !!         .    .    .  0      !
 1970.2!                       + *            !!         .    . 0  .         !
 1970.3!                        + *           !!         .    .  0 .         !
 1970.4!                         +   *        !!         .    .    0         !
 1971.1!                           + *        !!         .    . 0  .         !
 1971.2!                           + *        !!         .    .  0 .         !
 1971.3!                          *+          !!         .  0 .    .         !
 1971.4!                       *+             !!         .  0 .    .         !
 1972.1!                      + *             !!         .    .  0 .         !
 1972.2!                  *    +              !!         0    .    .         !
 1972.3!                  +                   !!         .   0.    .         !
 1972.4!                  +  *                !!         .    .   0.         !
 1973.1!           *        +                 !!   0     .    .    .         !
 1973.2!            +*                        !!         .    .0   .         !
 1973.3!            *+                        !!         .  0 .    .         !
 1973.4!             +  *                     !!         .    .   0.         !
 1974.1!               * +                    !!         .  0 .    .         !
 1974.2!      *        +                      !!   0     .    .    .         !
 1974.3!        + *                           !!         .    .0   .         !
 1974.4!           +  *                       !!         .    .  0 .         !
 1975.1!              +     *                 !!         .    .    . 0       !
 1975.2!                   +    *             !!         .    .    0         !
 1975.3!                      *+              !!         .   0.    .         !
 1975.4!                    *+                !!         .   0.    .         !
 1976.1!                 *  +                 !!         .0   .    .         !
 1976.2!                  +                   !!         .    .0   .         !
 1976.3!                  +     *             !!         .    .    . 0       !
 1976.4!                     * +              !!         .  0 .    .         !
 1977.1!             *       +                !!    0    .    .    .         !
 1977.2!              +           *           !!         .    .    .         0
 1977.3!                    *   +             !!        0.    .    .         !
 1977.4!                   +         *        !!         .    .    .     0   !
 1978.1!                           +       *  !!         .    .    .    0    !
 1978.2!                                +     *!         .    .    .  0      !
 1978.3!                       *          +   !!0        .    .    .         !
 1978.4!                      +     *         !!         .    .    . 0       !
 1979.1!                    *     +           !!       0 .    .    .         !
 1979.2!               *    +                 !!        0.    .    .         !
 1979.3!               +  *                   !!         .    .  0 .         !
 1979.4!                  + *                 !!         .    .  0 .         !
 1980.1!                *   +                 !!         .0   .    .         !
 1980.2!                +*                    !!         .    .0   .         !
 1980.3!                 + *                  !!         .    .  0 .         !
 1980.4!                   + *                !!         .    .  0 .         !
 1981.1!                     +     *          !!         .    .    .  0      !
 1981.2!                     *    +           !!         0    .    .         !
 1981.3!                     +         *      !!         .    .    .      0  !
 1981.4!                             +        !!         .    .0   .         !
 1982.1!                           +  *       !!         .    .  0 .         !
 1982.2!                          * +         !!         .  0 .    .         !
 1982.3!                         +        *   !!         .    .    .     0   !
 1982.4!                               +*     !!         .    .0   .         !
 1983.1!                             *+       !!         .   0.    .         !
 1983.2!                           +  *       !!         .    .  0 .         !
 1983.3!                           *+         !!         .   0.    .         !
 1983.4!                          +    *      !!         .    .    .0        !
 1984.1!                            *+        !!         .  0 .    .         !
 1984.2!                     *     +          !!      0  .    .    .         !
 1984.3!                   * +                !!         . 0  .    .         !
 1984.4!                   +*                 !!         .    .0   .         !
 1985.1!                     +                !!         .    .0   .         !
 1985.2!                     +  *             !!         .    .  0 .         !
 1985.3!           *            +             !0         .    .    .         !
 1985.4!             +   *                    !!         .    .    0         !
 1986.1!                 *+                   !!         .    0    .         !
 1986.2!             *    +                   !!         0    .    .         !
 1986.3!             *+                       !!         .   0.    .         !
 1986.4!       *      +                       !!     0   .    .    .         !
 1987.1!  *     +                             !!       0 .    .    .         !
 1987.2! *   +                                !!         0    .    .         !
 1987.3!    +    *                            !!         .    .    .0        !
 1987.4!     *    +                           !!        0.    .    .         !
 1988.1!  *    +                              !!        0.    .    .         !
 1988.2!    +  *                              !!         .    .   0.         !
 1988.3!     *   +                            !!         0    .    .         !
 1988.4!      * +                             !!         .  0 .    .         !
 1989.1!        +*                            !!         .    .0   .         !
 1989.2!           +   *                      !!         .    .    0         !
 1989.3!             * +                      !!         . 0  .    .         !
 1989.4!             *+                       !!         .   0.    .         !
 1990.1!            *+                        !!         .   0.    .         !
 1990.2!          * +                         !!         . 0  .    .         !
 1990.3!       *   +                          !!         .0   .    .         !
 1990.4!        +    *                        !!         .    .    .0        !
 1991.1!             +*                       !!         .    . 0  .         !
 1991.2!          *   +                       !!         0    .    .         !
 1991.3!           +  *                       !!         .    .   0.         !
 1991.4!            * +                       !!         . 0  .    .         !
 1992.1!            +*                        !!         .    0    .         !
 1992.2!             +                        !!         .    0    .         !
 1992.3!             +   *                    !!         .    .    0         !
 1992.4!              * +                     !!         . 0  .    .         !
 1993.1!            * +                       !!         . 0  .    .         !
 1993.2!             +*                       !!         .    .0   .         !
 1993.3!              *+                      !!         .   0.    .         !
 1993.4!              +*                      !!         .    0    .         !
 1994.1!               +                      !!         .   0.    .         !
 1994.2!               +*                     !!         .    . 0  .         !
 1994.3!             *  +                     !!         .0   .    .         !
 1994.4!           *  +                       !!         . 0  .    .         !
 1995.1!           *+                         !!         .  0 .    .         !
 1995.2!       *    +                         !!       0 .    .    .         !
 1995.3!  *     +                             !!       0 .    .    .         !
 1995.4!     +   *                            !!         .    .    .0        !
 1996.1!      *   +                           !!         0    .    .         !
 1996.2!        +                             !!         .    0    .         !
 1996.3!        *+                            !!         .   0.    .         !
 1996.4!         +*                           !!         .    .0   .         !
 1997.1!          + *                         !!         .    . 0  .         !
 1997.2!            *+                        !!         .   0.    .         !
 1997.3!        *   +                         !!         0    .    .         !
 1997.4!          +                           !!         .    0    .         !
 1998.1!         * +                          !!         .  0 .    .         !
 1998.2!          + *                         !!         .    .  0 .         !
 1998.3!            + *                       !!         .    .0   .         !
 1998.4!       *     +                        !!       0 .    .    .         !
 1999.1!        +  *                          !!         .    .  0 .         !
 1999.2!        *  +                          !!         . 0  .    .         !
 1999.3!         +                            !!         .    0    .         !
 1999.4!      *   +                           !!         0    .    .         !
 2000.1!        +    *                        !!         .    .    .0        !
 2000.2!         *    +                       !!        0.    .    .         !
 2000.3!          +                           !!         .    0    .         !
 2000.4!           +*                         !!         .    .0   .         !
 2001.1!           * +                        !!         .  0 .    .         !
 2001.2!            +                         !!         .    0    .         !
 2001.3!             +*                       !!         .    . 0  .         !
 2001.4!              *+                      !!         .   0.    .         !
 2002.1!            * +                       !!         . 0  .    .         !
 2002.2!            *+                        !!         .   0.    .         !
 2002.3!           *+                         !!         .   0.    .         !
 2002.4!            + *                       !!         .    .  0 .         !
 2003.1!            * +                       !!         .   0.    .         !
 2003.2!            +*                        !!         .    .0   .         !
 2003.3!           * +                        !!         .  0 .    .         !
 2003.4!          *+                          !!         .   0.    .         !
 2004.1!       * +                            !!         .  0 .    .         !
 2004.2!        +*                            !!         .    .0   .         !
 2004.3!         +*                           !!         .    .0   .         !
 2004.4!        *+                            !!         .  0 .    .         !
 2005.1!        +                             !!         .    0    .         !
 2005.2!        +  *                          !!         .    .   0.         !
 2005.3!          *+                          !!         .   0.    .         !
 2005.4!          +                           !!         .    .0   .         !
 2006.1!       *  +                           !!         . 0  .    .         !
 2006.2!       + *                            !!         .    .  0 .         !
 2006.3!         +*                           !!         .    . 0  .         !
 2006.4!          +  *                        !!         .    .   0.         !
 2007.1!            +    *                    !!         .    .    . 0       !
 2007.2!               +  *                   !!         .    .   0.         !
 2007.3!            *   +                     !!         .0   .    .         !
 2007.4!           +*                         !!         .    . 0  .         !
 2008.1!          +*                          !!         .    0    .         !
 2008.2!       * +                            !!         . 0  .    .         !
 2008.3!      +  *                            !!         .    .   0.         !
 2008.4!        +                             !!         .    0    .         !
 2009.1!    *  +                              !!         . 0  .    .         !
 2009.2!  * +                                 !!         . 0  .    .         !
 2009.3*  +                                   !!         . 0  .    .         !
 2009.4+ *                                    !!         .    . 0  .         !
 2010.1! +*                                   !!         .    .0   .         !
 2010.2!   +*                                 !!         .    .0   .         !
 2010.3!    +                                 !!         .    0    .         !
 2010.4!    + *                               !!         .    . 0  .         !
 2011.1!      + *                             !!         .    .  0 .         !
 2011.2!        +*                            !!         .    .0   .         !
 2011.3!         +                            !!         .    0    .         !
 2011.4!         + *                          !!         .    . 0  .         !
 2012.1!         *+                           !!         .  0 .    .         !
 2012.2!       * +                            !!         .  0 .    .         !
 2012.3!        +*                            !!         .    .0   .         !
 2012.4!       * +                            !!         . 0  .    .         !


     27.66 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@EQ  2117 LAANEME C LANEME(-1) PNEME;SMPL 1966.1 2012.4;OLS;EST 2117 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTME=STPX$/MEPMM;                                                      
 GENR LAASTME=LOG(AASTME+.00001);                                             
 GENR LASTME=LOG(ASTME+.00001);                                               
 LHS AASTME=EXP(LAASTME)-.00001;                                              
  EQ 2118 LAASTME C LASTME(-1) PSTME;                                         
EQUATION 1303  LAASTME  
   RHS     C  LASTME(-1)  PSTME  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1303 PLOT=0;END;                                                     

Equation number = 1303
**********************

Dependent variable = LAASTME 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.568643511

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.237114306       0.072136294  -3.28703     1.000000
14318 LASTME  ( -1)       0.876124504       0.029245881  29.95719    -4.554518
14316 PSTME   (  0)      -0.417362312       0.111134693  -3.75546     0.817526

SE of equation            =     0.150064340
Sum of squared residuals  =  4.16607162       0.348912010E-10
Average absolute error    =     0.113443391
Sum of ABS residuals      =  21.3273575    
R squared                 =   0.95933
Durbin-Watson statistic   =   2.74246
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                   *  +!         0.   .   .          !
 1966.2!                                   + *!!          .   .   .0         !
 1966.3!                                  * + !!         0.   .   .          !
 1966.4!                                 +   *!!          .   .   .  0       !
 1967.1!                                  * + !!          0   .   .          !
 1967.2!                                 +*   !!          .   .  0.          !
 1967.3!                                 *+   !!          .  0.   .          !
 1967.4!                                 +   *!!          .   .   .   0      !
 1968.1!                                   *+ !!          .  0.   .          !
 1968.2!                                  +*  !!          .   .0  .          !
 1968.3!                                  +  *!!          .   .   .0         !
 1968.4!                                 *  + !!         0.   .   .          !
 1969.1!                                +   * !!          .   .   .  0       !
 1969.2!                                  *+  !!          . 0 .   .          !
 1969.3!                                 +   *!!          .   .   .  0       !
 1969.4!                                    +*!!          .   .  0.          !
 1970.1!                                    + !!          .  0.   .          !
 1970.2!                                   + *!!          .   .  0.          !
 1970.3!                                    + !!          .   0   .          !
 1970.4!                                  *+  !!          . 0 .   .          !
 1971.1!                                 +*   !!          .   . 0 .          !
 1971.2!                                 +*   !!          .   . 0 .          !
 1971.3!                                 +*   !!          .   . 0 .          !
 1971.4!                                 +   *!!          .   .   .  0       !
 1972.1!                                 * +  !!          0   .   .          !
 1972.2!                               *+     !!          .0  .   .          !
 1972.3!                           *  +       !!        0 .   .   .          !
 1972.4!                          + *         !!          .   .  0.          !
 1973.1!                           +   *      !!          .   .   .  0       !
 1973.2!                          *  +        !!        0 .   .   .          !
 1973.3!                        *+            !!          . 0 .   .          !
 1973.4!                       +              !!          .  0.   .          !
 1974.1!                       +              !!          .   0   .          !
 1974.2!                       +              !!          .   .0  .          !
 1974.3!                        +*            !!          .   .  0.          !
 1974.4!                         +            !!          .   .0  .          !
 1975.1!                       *+             !!          .0  .   .          !
 1975.2!                       +*             !!          .   . 0 .          !
 1975.3!                       +*             !!          .   .0  .          !
 1975.4!                        +*            !!          .   .   0          !
 1976.1!                        *+            !!          .  0.   .          !
 1976.2!                        + *           !!          .   .   .0         !
 1976.3!                         +*           !!          .   . 0 .          !
 1976.4!                          + *         !!          .   .   .0         !
 1977.1!                         * +          !!         0.   .   .          !
 1977.2!                        +*            !!          .   .0  .          !
 1977.3!                       *+             !!          .0  .   .          !
 1977.4!                      +    *          !!          .   .   .    0     !
 1978.1!                       * +            !!          0   .   .          !
 1978.2!                     *+               !!          . 0 .   .          !
 1978.3!                    +*                !!          .   . 0 .          !
 1978.4!                    +*                !!          .   . 0 .          !
 1979.1!                    +*                !!          .   . 0 .          !
 1979.2!                    +*                !!          .   . 0 .          !
 1979.3!                    + *               !!          .   .  0.          !
 1979.4!                   * +                !!         0.   .   .          !
 1980.1!                  +  *                !!          .   .   0          !
 1980.2!                    +*                !!          .   . 0 .          !
 1980.3!                    +                 !!          . 0 .   .          !
 1980.4!                   *+                 !!          .  0.   .          !
 1981.1!                  *+                  !!          . 0 .   .          !
 1981.2!                   +  *               !!          .   .   .0         !
 1981.3!                      +               !!          .  0.   .          !
 1981.4!                     +   *            !!          .   .   .  0       !
 1982.1!                      * +             !!          0   .   .          !
 1982.2!                      +   *           !!          .   .   .  0       !
 1982.3!                         +            !!          .   0   .          !
 1982.4!                     *   +            !!       0  .   .   .          !
 1983.1!               *     +                !!  0       .   .   .          !
 1983.2!                +*                    !!          .   .0  .          !
 1983.3!                *+                    !!          . 0 .   .          !
 1983.4!                 +*                   !!          .   . 0 .          !
 1984.1!                   +                  !!          .   .0  .          !
 1984.2!                *   +                 !!       0  .   .   .          !
 1984.3!                  +                   !!          .   .0  .          !
 1984.4!                  *+                  !!          . 0 .   .          !
 1985.1!                   +*                 !!          .   . 0 .          !
 1985.2!                    *+                !!          .0  .   .          !
 1985.3!                    +*                !!          .   .0  .          !
 1985.4!                     +                !!          .   0   .          !
 1986.1!                     +*               !!          .   .0  .          !
 1986.2!                     +  *             !!          .   .   .0         !
 1986.3!                       +*             !!          .   .  0.          !
 1986.4!                *      +              !0          .   .   .          !
 1987.1!                +  *                  !!          .   .   .  0       !
 1987.2!               *  +                   !!       0  .   .   .          !
 1987.3!            *  +                      !!         0.   .   .          !
 1987.4!            +  *                      !!          .   .   .0         !
 1988.1!               + *                    !!          .   .   .0         !
 1988.2!                *+                    !!          . 0 .   .          !
 1988.3!            *   +                     !!      0   .   .   .          !
 1988.4!            +    *                    !!          .   .   .    0     !
 1989.1!             *   +                    !!       0  .   .   .          !
 1989.2!              +*                      !!          .   . 0 .          !
 1989.3!              *+                      !!          . 0 .   .          !
 1989.4!              +                       !!          .   .0  .          !
 1990.1!              + *                     !!          .   .  0.          !
 1990.2!             *  +                     !!        0 .   .   .          !
 1990.3!            +  *                      !!          .   .   . 0        !
 1990.4!             *+                       !!          . 0 .   .          !
 1991.1!      *      +                        !! 0        .   .   .          !
 1991.2!       +      *                       !!          .   .   .         0!
 1991.3!       *     +                        !!  0       .   .   .          !
 1991.4!        + *                           !!          .   .   0          !
 1992.1!          +    *                      !!          .   .   .    0     !
 1992.2!            * +                       !!         0.   .   .          !
 1992.3!           + *                        !!          .   .  0.          !
 1992.4!            *+                        !!          .  0.   .          !
 1993.1!           *+                         !!          .  0.   .          !
 1993.2!           +*                         !!          .   .0  .          !
 1993.3!         *  +                         !!         0.   .   .          !
 1993.4!          +                           !!          .   .0  .          !
 1994.1!          + *                         !!          .   .  0.          !
 1994.2!        *   +                         !!       0  .   .   .          !
 1994.3!        +                             !!          .  0.   .          !
 1994.4!        +                             !!          .   0   .          !
 1995.1!        +                             !!          .  0.   .          !
 1995.2!       +*                             !!          .   .0  .          !
 1995.3!       *+                             !!          .  0.   .          !
 1995.4!      *+                              !!          . 0 .   .          !
 1996.1!      +                               !!          .  0.   .          !
 1996.2!     *+                               !!          . 0 .   .          !
 1996.3!      + *                             !!          .   .   0          !
 1996.4!       *+                             !!          .0  .   .          !
 1997.1!       +                              !!          .   0   .          !
 1997.2!        +                             !!          .   0   .          !
 1997.3!     *   +                            !!       0  .   .   .          !
 1997.4!      + *                             !!          .   .  0.          !
 1998.1!     *  +                             !!       0  .   .   .          !
 1998.2!      +                               !!          .   0   .          !
 1998.3!       +                              !!          .   .0  .          !
 1998.4!       +*                             !!          .   .0  .          !
 1999.1!        +*                            !!          .   . 0 .          !
 1999.2!     *   +                            !!       0  .   .   .          !
 1999.3!      + *                             !!          .   .  0.          !
 1999.4!     *  +                             !!        0 .   .   .          !
 2000.1!      + *                             !!          .   .   0          !
 2000.2!      *  +                            !!        0 .   .   .          !
 2000.3!     * +                              !!          0   .   .          !
 2000.4!     *+                               !!          . 0 .   .          !
 2001.1!      + *                             !!          .   .  0.          !
 2001.2!        *+                            !!          .  0.   .          !
 2001.3!        *+                            !!          . 0 .   .          !
 2001.4!       * +                            !!          .0  .   .          !
 2002.1!       *+                             !!          .0  .   .          !
 2002.2!       +                              !!          .  0.   .          !
 2002.3!      *+                              !!          . 0 .   .          !
 2002.4!       +                              !!          .   0   .          !
 2003.1!      *+                              !!          . 0 .   .          !
 2003.2!      +                               !!          .   .0  .          !
 2003.3!     *+                               !!          . 0 .   .          !
 2003.4!     +*                               !!          .   .0  .          !
 2004.1!      +                               !!          .   .0  .          !
 2004.2!      +                               !!          .   0   .          !
 2004.3!      +                               !!          .   0   .          !
 2004.4!     +*                               !!          .   .0  .          !
 2005.1!    *+                                !!          .0  .   .          !
 2005.2!    +                                 !!          .   .0  .          !
 2005.3!    +                                 !!          .  0.   .          !
 2005.4!    +                                 !!          .  0.   .          !
 2006.1!    +*                                !!          .   . 0 .          !
 2006.2!     +                                !!          .   .0  .          !
 2006.3!     +                                !!          .   0   .          !
 2006.4!     +*                               !!          .   . 0 .          !
 2007.1!      +                               !!          .  0.   .          !
 2007.2!     +                                !!          .   0   .          !
 2007.3!     +                                !!          .   .0  .          !
 2007.4!     +*                               !!          .   . 0 .          !
 2008.1!    *+                                !!          .0  .   .          !
 2008.2!   +*                                 !!          .   .  0.          !
 2008.3!   *+                                 !!          .  0.   .          !
 2008.4!   +*                                 !!          .   .0  .          !
 2009.1!   + *                                !!          .   .   0          !
 2009.2!   *+                                 !!          .0  .   .          !
 2009.3!  +   *                               !!          .   .   .   0      !
 2009.4!   *+                                 !!          . 0 .   .          !
 2010.1!  +                                   !!          .  0.   .          !
 2010.2! + *                                  !!          .   .   0          !
 2010.3!  + *                                 !!          .   .  0.          !
 2010.4!   + *                                !!          .   .   0          !
 2011.1!   +                                  !!          .  0.   .          !
 2011.2!  +*                                  !!          .   .  0.          !
 2011.3!  +                                   !!          .  0.   .          !
 2011.4! +*                                   !!          .   . 0 .          !
 2012.1! +  *                                 !!          .   .   . 0        !
 2012.2!  *+                                  !!          . 0 .   .          !
 2012.3* +                                    !!          0   .   .          !
 2012.4+ *                                    !!          .   .  0.          !


     28.72 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKME=UKPX$/MEPMM;                                                      
 GENR LAAUKME=LOG(AAUKME+.00001);                                             
 GENR LAUKME=LOG(AUKME+.00001);                                               
 LHS AAUKME=EXP(LAAUKME)-.00001;                                              
  EQ 2119 LAAUKME C LAUKME(-1) PUKME;                                         
EQUATION 1304  LAAUKME  
   RHS     C  LAUKME(-1)  PUKME  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1304 PLOT=0;END;                                                     

Equation number = 1304
**********************

Dependent variable = LAAUKME 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.262346922

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.096077275       0.124002600   0.77480     1.000000
14321 LAUKME  ( -1)       0.905198197       0.028042464  32.27955    -4.252133
14319 PUKME   (  0)      -0.574345547       0.202671422  -2.83388     0.886925

SE of equation            =     0.187205333
Sum of squared residuals  =  6.48347978      -0.226272334E-10
Average absolute error    =     0.142411440
Sum of ABS residuals      =  26.7733508    
R squared                 =   0.93218
Durbin-Watson statistic   =   2.86688
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                              +       !!          .  0.   .          !
 1966.2!                             + *      !!          .   .  0.          !
 1966.3!                              +   *   !!          .   .   . 0        !
 1966.4!                                 +*   !!          .   .0  .          !
 1967.1!                                 + *  !!          .   .  0.          !
 1967.2!                                  +*  !!          .   . 0 .          !
 1967.3!                                  +   *!          .   .   .  0       !
 1967.4!                                *    +!!      0   .   .   .          !
 1968.1!                                +    *!!          .   .   .   0      !
 1968.2!                                   *+ !!          .  0.   .          !
 1968.3!                               *  +   !!         0.   .   .          !
 1968.4!                               + *    !!          .   .   0          !
 1969.1!                               * +    !!          .0  .   .          !
 1969.2!                               +  *   !!          .   .   . 0        !
 1969.3!                               *  +   !!          0   .   .          !
 1969.4!                               +  *   !!          .   .   .0         !
 1970.1!                                  +   !!          .   0   .          !
 1970.2!                                 + *  !!          .   .  0.          !
 1970.3!                              *   +   !!       0  .   .   .          !
 1970.4!                             +*       !!          .   .0  .          !
 1971.1!                             *+       !!          .  0.   .          !
 1971.2!                            +  *      !!          .   .   .0         !
 1971.3!                             * +      !!          . 0 .   .          !
 1971.4!                             +  *     !!          .   .   .0         !
 1972.1!                               +      !!          .   .0  .          !
 1972.2!                              +*      !!          .   . 0 .          !
 1972.3!                              +       !!          .  0.   .          !
 1972.4!                             + *      !!          .   . 0 .          !
 1973.1!                           *  +       !!         0.   .   .          !
 1973.2!                          +           !!          .  0.   .          !
 1973.3!                         +  *         !!          .   .   0          !
 1973.4!                         *  +         !!          0   .   .          !
 1974.1!                          +           !!          .   .0  .          !
 1974.2!                        * +           !!          0   .   .          !
 1974.3!                         +  *         !!          .   .   0          !
 1974.4!                            +*        !!          .   .0  .          !
 1975.1!                             + *      !!          .   .   0          !
 1975.2!                               +*     !!          .   . 0 .          !
 1975.3!                                +  *  !!          .   .   .0         !
 1975.4!                                  +   !!          .   0   .          !
 1976.1!                                  + * !!          .   .  0.          !
 1976.2!                                  *+  !!          .0  .   .          !
 1976.3!                               * +    !!          0   .   .          !
 1976.4!                              *+      !!          .0  .   .          !
 1977.1!                           *  +       !!         0.   .   .          !
 1977.2!                          *+          !!          .0  .   .          !
 1977.3!                          +           !!          .   .0  .          !
 1977.4!                         *+           !!          . 0 .   .          !
 1978.1!                        +             !!          .  0.   .          !
 1978.2!                        +*            !!          .   .  0.          !
 1978.3!                         +  *         !!          .   .   . 0        !
 1978.4!                       *    +         !!       0  .   .   .          !
 1979.1!                       +              !!          .   0   .          !
 1979.2!                       + *            !!          .   .  0.          !
 1979.3!                        +             !!          .   .0  .          !
 1979.4!                       *+             !!          .  0.   .          !
 1980.1!                     +                !!          .   0   .          !
 1980.2!                   +*                 !!          .   . 0 .          !
 1980.3!                 +    *               !!          .   .   .  0       !
 1980.4!                    +*                !!          .   . 0 .          !
 1981.1!                   +*                 !!          .   .  0.          !
 1981.2!                *  +                  !!          0   .   .          !
 1981.3!                +  *                  !!          .   .   .0         !
 1981.4!                  +*                  !!          .   . 0 .          !
 1982.1!                  +  *                !!          .   .   .0         !
 1982.2!                    + *               !!          .   . 0 .          !
 1982.3!                  *  +                !!          .0  .   .          !
 1982.4!                * +                   !!          .0  .   .          !
 1983.1!              * +                     !!          0   .   .          !
 1983.2!           *  +                       !!         0.   .   .          !
 1983.3!            +        *                !!          .   .   .          0
 1983.4!                *    +                !!       0  .   .   .          !
 1984.1!                 +  *                 !!          .   .   .0         !
 1984.2!                *   +                 !!        0 .   .   .          !
 1984.3!                 +                    !!          .   .0  .          !
 1984.4!                  +*                  !!          .   .0  .          !
 1985.1!              *     +                 !!      0   .   .   .          !
 1985.2!               +      *               !!          .   .   .      0   !
 1985.3!                 *    +               !!       0  .   .   .          !
 1985.4!                 +      *             !!          .   .   .      0   !
 1986.1!                    *   +             !!         0.   .   .          !
 1986.2!                    +  *              !!          .   .   0          !
 1986.3!              *        +              !!0         .   .   .          !
 1986.4!               +     *                !!          .   .   .      0   !
 1987.1!                     +  *             !!          .   .   .0         !
 1987.2!                   *   +              !!        0 .   .   .          !
 1987.3!                   + *                !!          .   .  0.          !
 1987.4!                   *+                 !!          .  0.   .          !
 1988.1!                   +*                 !!          .   . 0 .          !
 1988.2!                   +                  !!          .   0   .          !
 1988.3!                 *+                   !!          . 0 .   .          !
 1988.4!          *      +                    !!   0      .   .   .          !
 1989.1!           +   *                      !!          .   .   . 0        !
 1989.2!           *   +                      !!        0 .   .   .          !
 1989.3!            +   *                     !!          .   .   .  0       !
 1989.4!             *   +                    !!        0 .   .   .          !
 1990.1!             + *                      !!          .   .  0.          !
 1990.2!              *+                      !!          .  0.   .          !
 1990.3!             +   *                    !!          .   .   .0         !
 1990.4!              * +                     !!          .0  .   .          !
 1991.1!             +                        !!          .   0   .          !
 1991.2!            *+                        !!          .  0.   .          !
 1991.3!            + *                       !!          .   .   0          !
 1991.4!              +                       !!          .   0   .          !
 1992.1!         *   +                        !!       0  .   .   .          !
 1992.2!         + *                          !!          .   .   0          !
 1992.3!          +*                          !!          .   .0  .          !
 1992.4!            +                         !!          .   0   .          !
 1993.1!          * +                         !!          .0  .   .          !
 1993.2!          + *                         !!          .   . 0 .          !
 1993.3!           +*                         !!          .   .0  .          !
 1993.4!          * +                         !!          .0  .   .          !
 1994.1!          +                           !!          .   0   .          !
 1994.2!          + *                         !!          .   . 0 .          !
 1994.3!          *+                          !!          . 0 .   .          !
 1994.4!          +                           !!          .  0.   .          !
 1995.1!         + *                          !!          .   . 0 .          !
 1995.2!       *   +                          !!        0 .   .   .          !
 1995.3!       +                              !!          .  0.   .          !
 1995.4!      * +                             !!          .0  .   .          !
 1996.1!      +*                              !!          .   .0  .          !
 1996.2!       +                              !!          .   0   .          !
 1996.3!        +*                            !!          .   . 0 .          !
 1996.4!      *  +                            !!          0   .   .          !
 1997.1!      + *                             !!          .   .  0.          !
 1997.2!        +  *                          !!          .   .   0          !
 1997.3!         * +                          !!          .0  .   .          !
 1997.4!       * +                            !!          .0  .   .          !
 1998.1!       +  *                           !!          .   .   .0         !
 1998.2!          +                           !!          .   .0  .          !
 1998.3!          +                           !!          .   0   .          !
 1998.4!         *+                           !!          . 0 .   .          !
 1999.1!        *+                            !!          .  0.   .          !
 1999.2!        +   *                         !!          .   .   .0         !
 1999.3!           *+                         !!          . 0 .   .          !
 1999.4!         *+                           !!          . 0 .   .          !
 2000.1!          +  *                        !!          .   .   .0         !
 2000.2!     *       +                        !!  0       .   .   .          !
 2000.3!      +*                              !!          .   .0  .          !
 2000.4!        +*                            !!          .   . 0 .          !
 2001.1!        * +                           !!          0   .   .          !
 2001.2!        *+                            !!          .  0.   .          !
 2001.3!         +*                           !!          .   . 0 .          !
 2001.4!           +*                         !!          .   .0  .          !
 2002.1!          * +                         !!          .0  .   .          !
 2002.2!           +                          !!          .   .0  .          !
 2002.3!           +                          !!          .  0.   .          !
 2002.4!         * +                          !!          . 0 .   .          !
 2003.1!       *  +                           !!          0   .   .          !
 2003.2!       +  *                           !!          .   .   .0         !
 2003.3!          + *                         !!          .   . 0 .          !
 2003.4!           *+                         !!          .  0.   .          !
 2004.1!       *  +                           !!          0   .   .          !
 2004.2!       +                              !!          .   0   .          !
 2004.3!       +                              !!          .   0   .          !
 2004.4!      *+                              !!          .  0.   .          !
 2005.1!      +                               !!          .   0   .          !
 2005.2!     *+                               !!          .  0.   .          !
 2005.3!     +                                !!          .   0   .          !
 2005.4!     + *                              !!          .   . 0 .          !
 2006.1!      *+                              !!          .  0.   .          !
 2006.2!     *+                               !!          . 0 .   .          !
 2006.3!     + *                              !!          .   . 0 .          !
 2006.4!      +*                              !!          .   0   .          !
 2007.1!       +*                             !!          .   .  0.          !
 2007.2!      * +                             !!          .0  .   .          !
 2007.3!      +*                              !!          .   . 0 .          !
 2007.4!    *  +                              !!         0.   .   .          !
 2008.1!    + *                               !!          .   .   0          !
 2008.2!     *+                               !!          . 0 .   .          !
 2008.3!    + *                               !!          .   . 0 .          !
 2008.4!    *  +                              !!          0   .   .          !
 2009.1!      + *                             !!          .   .  0.          !
 2009.2!       *+                             !!          . 0 .   .          !
 2009.3!  *    +                              !!      0   .   .   .          !
 2009.4!  *+                                  !!          .  0.   .          !
 2010.1!   +                                  !!          .  0.   .          !
 2010.2!    +                                 !!          .   0   .          !
 2010.3!    *+                                !!          . 0 .   .          !
 2010.4!   *+                                 !!          . 0 .   .          !
 2011.1!    +*                                !!          .   .0  .          !
 2011.2*     +                                !!     0    .   .   .          !
 2011.3!+                                     !!          .   0   .          !
 2011.4* +                                    !!          .0  .   .          !
 2012.1*+                                     !!          .  0.   .          !
 2012.2!*+                                    !!          .  0.   .          !
 2012.3! +  *                                 !!          .   .   .0         !
 2012.4!    *+                                !!          . 0 .   .          !


     28.19 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFIME=FIPX$/MEPMM;                                                      
 GENR LAAFIME=LOG(AAFIME+.00001);                                             
 GENR LAFIME=LOG(AFIME+.00001);                                               
 LHS AAFIME=EXP(LAAFIME)-.00001;                                              
  EQ 2120 LAAFIME C LAFIME(-1) PFIME;                                         
EQUATION 1305  LAAFIME  
   RHS     C  LAFIME(-1)  PFIME  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1305 PLOT=0;END;                                                     

Equation number = 1305
**********************

Dependent variable = LAAFIME 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.502331560

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.291393827       0.394931778  -5.80200     1.000000
14324 LAFIME  ( -1)       0.489323436       0.063746714   7.67606    -6.497047
14322 PFIME   (  0)      -1.218444101       0.349410740  -3.48714     0.846801

SE of equation            =     0.451672436
Sum of squared residuals  =  37.7414780       0.224185115E-10
Average absolute error    =     0.345881221
Sum of ABS residuals      =  65.0256696    
R squared                 =   0.38239
Durbin-Watson statistic   =   2.33830
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                            +    *    !!           .  .  0           !
 1966.2!                        *     +       !!          0.  .  .           !
 1966.3!                         +          * !!           .  .  .  0        !
 1966.4!                               + *    !!           .  .0 .           !
 1967.1!                              + *     !!           .  .0 .           !
 1967.2!                             +   *    !!           .  . 0.           !
 1967.3!                            * +       !!           .0 .  .           !
 1967.4!                        *   +         !!           .0 .  .           !
 1968.1!                          +*          !!           .  0  .           !
 1968.2!                           +     *    !!           .  .  .0          !
 1968.3!                              *+      !!           . 0.  .           !
 1968.4!                             + *      !!           .  .0 .           !
 1969.1!                           * +        !!           . 0.  .           !
 1969.2!                            +    *    !!           .  .  0           !
 1969.3!                               +  *   !!           .  . 0.           !
 1969.4!                               + *    !!           .  . 0.           !
 1970.1!                             * +      !!           . 0.  .           !
 1970.2!                            +   *     !!           .  . 0.           !
 1970.3!                              +*      !!           .  .0 .           !
 1970.4!                             +     *  !!           .  .  0           !
 1971.1!                               + *    !!           .  . 0.           !
 1971.2!                              +*      !!           .  .0 .           !
 1971.3!                             +  *     !!           .  . 0.           !
 1971.4!                             +        *!           .  .  . 0         !
 1972.1!                                +*    !!           .  0  .           !
 1972.2!                             +*       !!           .  .0 .           !
 1972.3!                            +   *     !!           .  . 0.           !
 1972.4!                           * +        !!           . 0.  .           !
 1973.1!                          +        *  !!           .  .  . 0         !
 1973.2!                            * +       !!           . 0.  .           !
 1973.3!                          +    *      !!           .  .  0           !
 1973.4!                           *+         !!           .  0  .           !
 1974.1!                          +   *       !!           .  .  0           !
 1974.2!                           +  *       !!           .  . 0.           !
 1974.3!                          +    *      !!           .  .  0           !
 1974.4!                           + *        !!           .  . 0.           !
 1975.1!                         +        *   !!           .  .  .  0        !
 1975.2!                           +          !!           .  0  .           !
 1975.3!                         +        *   !!           .  .  .  0        !
 1975.4!                       *    +         !!           0  .  .           !
 1976.1!                       +       *      !!           .  .  . 0         !
 1976.2!                           +       *  !!           .  .  . 0         !
 1976.3!                          *  +        !!           . 0.  .           !
 1976.4!                        +       *     !!           .  .  .0          !
 1977.1!                           +   *      !!           .  .  0           !
 1977.2!               *           +          !!       0   .  .  .           !
 1977.3!               *   +                  !!           .0 .  .           !
 1977.4!                  +                   !!           .  0  .           !
 1978.1!              *      +                !!          0.  .  .           !
 1978.2!                   +    *             !!           .  .  0           !
 1978.3!                        +    *        !!           .  .  0           !
 1978.4!                          +   *       !!           .  . 0.           !
 1979.1!                   *      +           !!         0 .  .  .           !
 1979.2!                     +      *         !!           .  .  .0          !
 1979.3!                         +  *         !!           .  . 0.           !
 1979.4!                         +      *     !!           .  .  .0          !
 1980.1!                         * +          !!           . 0.  .           !
 1980.2!                       +   *          !!           .  . 0.           !
 1980.3!                        +       *     !!           .  .  . 0         !
 1980.4!                         * +          !!           . 0.  .           !
 1981.1!                        +      *      !!           .  .  .0          !
 1981.2!                           +       *  !!           .  .  . 0         !
 1981.3!                              + *     !!           .  . 0.           !
 1981.4!                            +         !!           .  0  .           !
 1982.1!                          +     *     !!           .  .  .0          !
 1982.2!             *              +         !!     0     .  .  .           !
 1982.3!                  +          *        !!           .  .  .  0        !
 1982.4!              *            +          !!       0   .  .  .           !
 1983.1!                    +     *           !!           .  .  .0          !
 1983.2!                        * +           !!           .0 .  .           !
 1983.3!                        *+            !!           . 0.  .           !
 1983.4!                      *  +            !!           .0 .  .           !
 1984.1*                        +             !0           .  .  .           !
 1984.2!             +      *                 !!           .  .  .0          !
 1984.3!                        + *           !!           .  . 0.           !
 1984.4!                       *   +          !!           .0 .  .           !
 1985.1!                          +           !!           .  0  .           !
 1985.2!                         *+           !!           . 0.  .           !
 1985.3!                         +*           !!           .  0  .           !
 1985.4!                     *   +            !!           0  .  .           !
 1986.1!                 *     +              !!          0.  .  .           !
 1986.2!                     +  *             !!           .  . 0.           !
 1986.3!              *        +              !!         0 .  .  .           !
 1986.4!                 * +                  !!           . 0.  .           !
 1987.1!                    + *               !!           .  . 0.           !
 1987.2!                      +  *            !!           .  . 0.           !
 1987.3!                *      +              !!          0.  .  .           !
 1987.4!                * +                   !!           . 0.  .           !
 1988.1!                  +*                  !!           .  .0 .           !
 1988.2!                *   +                 !!           .0 .  .           !
 1988.3!             *     +                  !!          0.  .  .           !
 1988.4!               * +                    !!           . 0.  .           !
 1989.1!                  +  *                !!           .  . 0.           !
 1989.2!             *      +                 !!         0 .  .  .           !
 1989.3!                +*                    !!           .  .0 .           !
 1989.4!          *       +                   !!         0 .  .  .           !
 1990.1!              +      *                !!           .  .  .0          !
 1990.2!                    +        *        !!           .  .  .  0        !
 1990.3!                       +        *     !!           .  .  .  0        !
 1990.4!                       *+             !!           .  0  .           !
 1991.1!                    +   *             !!           .  . 0.           !
 1991.2!               *      +               !!          0.  .  .           !
 1991.3!                 +     *              !!           .  .  0           !
 1991.4!                     +  *             !!           .  . 0.           !
 1992.1!                   *  +               !!           .0 .  .           !
 1992.2!             *      +                 !!          0.  .  .           !
 1992.3!             *  +                     !!           .0 .  .           !
 1992.4!                  +                   !!           .  0  .           !
 1993.1!                *    +                !!           0  .  .           !
 1993.2!                  * +                 !!           . 0.  .           !
 1993.3!                      +*              !!           .  .0 .           !
 1993.4!                 *      +             !!          0.  .  .           !
 1994.1!                     +*               !!           .  .0 .           !
 1994.2!               *       +              !!          0.  .  .           !
 1994.3!                   +  *               !!           .  . 0.           !
 1994.4!               *     +                !!          0.  .  .           !
 1995.1!                 +                    !!           .  0  .           !
 1995.2!                 +  *                 !!           .  . 0.           !
 1995.3!                * +                   !!           . 0.  .           !
 1995.4!              * +                     !!           . 0.  .           !
 1996.1!               +   *                  !!           .  . 0.           !
 1996.2!                   +                  !!           .  0  .           !
 1996.3!            *     +                   !!          0.  .  .           !
 1996.4!               +    *                 !!           .  .  0           !
 1997.1!              *     +                 !!          0.  .  .           !
 1997.2!                *+                    !!           . 0.  .           !
 1997.3!                  *+                  !!           . 0.  .           !
 1997.4!              *    +                  !!           0  .  .           !
 1998.1!                  +       *           !!           .  .  . 0         !
 1998.2!               *        +             !!         0 .  .  .           !
 1998.3!                  +     *             !!           .  .  0           !
 1998.4!                   *  +               !!           . 0.  .           !
 1999.1!                    +  *              !!           .  .0 .           !
 1999.2!                    *  +              !!           .0 .  .           !
 1999.3!                      +       *       !!           .  .  . 0         !
 1999.4!                     *    +           !!           0  .  .           !
 2000.1!                       +              !!           .  0  .           !
 2000.2!                        + *           !!           .  .0 .           !
 2000.3!                         *+           !!           .  0  .           !
 2000.4!                          + *         !!           .  .0 .           !
 2001.1!                          +           !!           .  0  .           !
 2001.2!                          +     *     !!           .  .  .0          !
 2001.3!                         *   +        !!           .0 .  .           !
 2001.4!                        * +           !!           . 0.  .           !
 2002.1!                  *      +            !!          0.  .  .           !
 2002.2!                      +*              !!           .  .0 .           !
 2002.3!                   *    +             !!           0  .  .           !
 2002.4!                 *    +               !!           0  .  .           !
 2003.1!                    +                 !!           .  0  .           !
 2003.2!                     +  *             !!           .  . 0.           !
 2003.3!                       + *            !!           .  .0 .           !
 2003.4!                  *    +              !!           0  .  .           !
 2004.1!                   +                  !!           .  0  .           !
 2004.2!                 *  +                 !!           .0 .  .           !
 2004.3!                   +  *               !!           .  . 0.           !
 2004.4!                     +*               !!           .  .0 .           !
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 2005.2!                  *  +                !!           . 0.  .           !
 2005.3!                     +*               !!           .  .0 .           !
 2005.4!                   *   +              !!           .0 .  .           !
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 2006.2!                     * +              !!           . 0.  .           !
 2006.3!                      +*              !!           .  .0 .           !
 2006.4!                    *  +              !!           .0 .  .           !
 2007.1!                     +                !!           .  0  .           !
 2007.2!                     +*               !!           .  .0 .           !
 2007.3!                      +  *            !!           .  . 0.           !
 2007.4!                     * +              !!           . 0.  .           !
 2008.1!                    *+                !!           .  0  .           !
 2008.2!                     +                !!           .  0  .           !
 2008.3!                     +  *             !!           .  .0 .           !
 2008.4!                  *    +              !!           0  .  .           !
 2009.1!                    *+                !!           . 0.  .           !
 2009.2!                  *  +                !!           .0 .  .           !
 2009.3!                  * +                 !!           . 0.  .           !
 2009.4!                *    +                !!           0  .  .           !
 2010.1!                    +                 !!           .  0  .           !
 2010.2!                       +              !!           .  0  .           !
 2010.3!                     *  +             !!           .0 .  .           !
 2010.4!                    * +               !!           . 0.  .           !
 2011.1!                      +               !!           .  0  .           !
 2011.2!                 *    +               !!           0  .  .           !
 2011.3!                 *   +                !!           .0 .  .           !
 2011.4!                *    +                !!           0  .  .           !
 2012.1!                     + *              !!           .  .0 .           !
 2012.2!                      * +             !!           . 0.  .           !
 2012.3!                    *   +             !!           .0 .  .           !
 2012.4!                   *   +              !!           .0 .  .           !


     30.32 percent of the residuals exceed 1 SE
      2.66 percent of the residuals exceed 2 SE
@EQ  2121 LAAASME C LAASME(-1) PASME;SMPL 1966.1 2012.4;OLS;EST 2121 PLOT=0;EN
@@EQ 2122 LAASOME C LASOME(-1) PSOME;SMPL 2012.3 2012.4;OLS;EST 2122 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOME=KOPX$/MEPMM;                                                      
 GENR LAAKOME=LOG(AAKOME+.00001);                                             
 GENR LAKOME=LOG(AKOME+.00001);                                               
 LHS AAKOME=EXP(LAAKOME)-.00001;                                              
  EQ 2123 LAAKOME C LAKOME(-1) PKOME;                                         
EQUATION 1306  LAAKOME  
   RHS     C  LAKOME(-1)  PKOME  
 SMPL 1971.3 2012.4;                                                          
Sample period is now  1971.3 to  2012.4 Internally:    79 to   244
 OLS;EST 1306 PLOT=0;END;                                                     

Equation number = 1306
**********************

Dependent variable = LAAKOME 

 1971.3 -   2012.4,    0 missing obs.,  166 obs. used.

Mean of dependent variable       -5.167981105

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.061234440       0.105951226  -0.57795     1.000000
14327 LAKOME  ( -1)       0.930069966       0.027831086  33.41839    -5.200619
14325 PKOME   (  0)      -0.201619876       0.123859058  -1.62782     1.338198

SE of equation            =     0.337879162
Sum of squared residuals  =  18.6084595      -0.493827201E-11
Average absolute error    =     0.221072281
Sum of ABS residuals      =  36.6979987    
R squared                 =   0.95154
Durbin-Watson statistic   =   2.57466
SMPL and No. Obs.         = 1971.3   2012.4    166

Plot of actual(*) and fitted(+) values and residuals(0)


 1971.3*+                                     !!           . 0.  .           !
 1971.4*+                                     !!           . 0.  .           !
 1972.1!+     *                               !!           .  .  .    0      !
 1972.2!      +                               !!           . 0.  .           !
 1972.3!     *+                               !!           . 0.  .           !
 1972.4!     *+                               !!           . 0.  .           !
 1973.1!      + *                             !!           .  . 0.           !
 1973.2!       *+                             !!           . 0.  .           !
 1973.3!      *+                              !!           .0 .  .           !
 1973.4!      +                               !!           . 0.  .           !
 1974.1!      +   *                           !!           .  .  . 0         !
 1974.2!          *+                          !!           .0 .  .           !
 1974.3!          +                           !!           . 0.  .           !
 1974.4!          *+                          !!           . 0.  .           !
 1975.1!      *    +                          !!       0   .  .  .           !
 1975.2!     * +                              !!           .0 .  .           !
 1975.3!     * +                              !!           . 0.  .           !
 1975.4!     * +                              !!           .0 .  .           !
 1976.1!       +  *                           !!           .  .  .0          !
 1976.2!          +                           !!           .  0  .           !
 1976.3!       *   +                          !!         0 .  .  .           !
 1976.4!        +*                            !!           .  .0 .           !
 1977.1!          +    *                      !!           .  .  .   0       !
 1977.2!               *+                     !!           .0 .  .           !
 1977.3!       *       +                      !!    0      .  .  .           !
 1977.4!        +  *                          !!           .  .  0           !
 1978.1!         * +                          !!           0  .  .           !
 1978.2!      *   +                           !!         0 .  .  .           !
 1978.3!       +  *                           !!           .  .  .0          !
 1978.4!          +                           !!           . 0.  .           !
 1979.1!         *+                           !!           .0 .  .           !
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 1979.3!         +      *                     !!           .  .  .     0     !
 1979.4!        *       +                     !!   0       .  .  .           !
 1980.1!         +*                           !!           .  .0 .           !
 1980.2!           +   *                      !!           .  .  . 0         !
 1980.3!          *    +                      !!       0   .  .  .           !
 1980.4!           +   *                      !!           .  .  .  0        !
 1981.1!            *   +                     !!         0 .  .  .           !
 1981.2!          *  +                        !!           0  .  .           !
 1981.3!          *+                          !!           .0 .  .           !
 1981.4!           +    *                     !!           .  .  .   0       !
 1982.1!               *+                     !!           .0 .  .           !
 1982.2!              *+                      !!           .0 .  .           !
 1982.3!              *+                      !!           . 0.  .           !
 1982.4!              +*                      !!           .  0  .           !
 1983.1!               +  *                   !!           .  .  0           !
 1983.2!                  + *                 !!           .  . 0.           !
 1983.3!               *    +                 !!       0   .  .  .           !
 1983.4!               +  *                   !!           .  .  .0          !
 1984.1!       *           +                  !0           .  .  .           !
 1984.2!       *+                             !!           . 0.  .           !
 1984.3!        +*                            !!           .  0  .           !
 1984.4!          +  *                        !!           .  .  .0          !
 1985.1!         *    +                       !!        0  .  .  .           !
 1985.2!          +                           !!           . 0.  .           !
 1985.3!           + *                        !!           .  .  0           !
 1985.4!           *  +                       !!          0.  .  .           !
 1986.1!            +  *                      !!           .  .  .0          !
 1986.2!               +                      !!           . 0.  .           !
 1986.3!               *+                     !!           . 0.  .           !
 1986.4!                +  *                  !!           .  .  .0          !
 1987.1!                   +  *               !!           .  .  0           !
 1987.2!                     *+               !!           . 0.  .           !
 1987.3!                     +*               !!           .  .0 .           !
 1987.4!                    * +               !!           .0 .  .           !
 1988.1!                     +  *             !!           .  .  . 0         !
 1988.2!                       *+             !!           .0 .  .           !
 1988.3!                       +              !!           .  0  .           !
 1988.4!                       +*             !!           .  . 0.           !
 1989.1!                        +*            !!           .  .0 .           !
 1989.2!                        +             !!           .  0  .           !
 1989.3!                        +*            !!           .  . 0.           !
 1989.4!                         +*           !!           .  . 0.           !
 1990.1!                         *+           !!           . 0.  .           !
 1990.2!                         +            !!           .  0  .           !
 1990.3!                        + *           !!           .  . 0.           !
 1990.4!                         + *          !!           .  . 0.           !
 1991.1!                          *+          !!           . 0.  .           !
 1991.2!                          +           !!           .  .0 .           !
 1991.3!                          +*          !!           .  .0 .           !
 1991.4!                          + *         !!           .  . 0.           !
 1992.1!                         *  +         !!           0  .  .           !
 1992.2!                         +*           !!           .  . 0.           !
 1992.3!                          +*          !!           .  .0 .           !
 1992.4!                          +  *        !!           .  .  0           !
 1993.1!                           *+         !!           . 0.  .           !
 1993.2!                           +          !!           .  0  .           !
 1993.3!                           +*         !!           .  .0 .           !
 1993.4!                           +*         !!           .  0  .           !
 1994.1!                           +          !!           .  0  .           !
 1994.2!                           +*         !!           .  .0 .           !
 1994.3!                           +          !!           . 0.  .           !
 1994.4!                           + *        !!           .  .  0           !
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 1995.3!                          +           !!           .  0  .           !
 1995.4!                          +*          !!           .  .0 .           !
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 1996.3!                           +*         !!           .  0  .           !
 1996.4!                           + *        !!           .  . 0.           !
 1997.1!                            *+        !!           . 0.  .           !
 1997.2!                            +         !!           .  0  .           !
 1997.3!                           *+         !!           . 0.  .           !
 1997.4!                            +  *      !!           .  .  .0          !
 1998.1!                                +     !!           .  .0 .           !
 1998.2!                              * +     !!           .0 .  .           !
 1998.3!                             * +      !!           .0 .  .           !
 1998.4!                              +       !!           .  .0 .           !
 1999.1!                              +       !!           . 0.  .           !
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 1999.3!                             +        !!           . 0.  .           !
 1999.4!                             +*       !!           .  . 0.           !
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 2000.2!                            *+        !!           . 0.  .           !
 2000.3!                            +         !!           .  0  .           !
 2000.4!                            + *       !!           .  . 0.           !
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 2001.2!                             +        !!           .  0  .           !
 2001.3!                             +*       !!           .  0  .           !
 2001.4!                              +*      !!           .  .0 .           !
 2002.1!                              *+      !!           .0 .  .           !
 2002.2!                             *+       !!           .  0  .           !
 2002.3!                              +       !!           .  .0 .           !
 2002.4!                              + *     !!           .  . 0.           !
 2003.1!                              * +     !!           .0 .  .           !
 2003.2!                              +       !!           .  0  .           !
 2003.3!                              +*      !!           .  0  .           !
 2003.4!                               +*     !!           .  . 0.           !
 2004.1!                               *+     !!           .0 .  .           !
 2004.2!                               +      !!           .  0  .           !
 2004.3!                              *+      !!           . 0.  .           !
 2004.4!                              +*      !!           .  . 0.           !
 2005.1!                               +      !!           .  0  .           !
 2005.2!                               +      !!           .  0  .           !
 2005.3!                               +*     !!           .  0  .           !
 2005.4!                                +*    !!           .  . 0.           !
 2006.1!                                 +*   !!           .  .0 .           !
 2006.2!                                  +   !!           .  .0 .           !
 2006.3!                                  +   !!           .  0  .           !
 2006.4!                                  + * !!           .  . 0.           !
 2007.1!                                   *+ !!           . 0.  .           !
 2007.2!                                   +  !!           .  0  .           !
 2007.3!                                   +  !!           .  0  .           !
 2007.4!                                   + *!!           .  .  0           !
 2008.1!                                    *+!!           . 0.  .           !
 2008.2!                                    + !!           .  0  .           !
 2008.3!                                    + !!           .  0  .           !
 2008.4!                                    + *!           .  . 0.           !
 2009.1!                                     *+!           .0 .  .           !
 2009.2!                                     +!!           .  0  .           !
 2009.3!                                    *+!!           .  0  .           !
 2009.4!                                    + *!           .  . 0.           !
 2010.1!                                    * +!           .0 .  .           !
 2010.2!                                    + !!           .  0  .           !
 2010.3!                                    +*!!           .  0  .           !
 2010.4!                                     +!!           .  .0 .           !
 2011.1!                                     +*!           .  .0 .           !
 2011.2!                                   * +!!           0  .  .           !
 2011.3!                                   +* !!           .  0  .           !
 2011.4!                                    + !!           .  .0 .           !
 2012.1!                                   *+ !!           .0 .  .           !
 2012.2!                                   +  !!           .  0  .           !
 2012.3!                                   +  !!           .  0  .           !
 2012.4!                                    +*!!           .  .0 .           !


     18.67 percent of the residuals exceed 1 SE
      6.02 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEME=BEPX$Q/MEPMM;                                                     
 GENR LAABEME=LOG(AABEME+.00001);                                             
 GENR LABEME=LOG(ABEME+.00001);                                               
 LHS AABEME=EXP(LAABEME)-.00001;                                              
  EQ 2124 LAABEME C LABEME(-1) PBEME;                                         
EQUATION 1307  LAABEME  
   RHS     C  LABEME(-1)  PBEME  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1307 PLOT=0;END;                                                     

Equation number = 1307
**********************

Dependent variable = LAABEME 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.023090378

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.768544504       0.221428093  -3.47085     1.000000
14330 LABEME  ( -1)       0.783653186       0.044918769  17.44601    -5.017874
14328 PBEME   (  0)      -0.370181000       0.160104917  -2.31212     0.870582

SE of equation            =     0.256808205
Sum of squared residuals  =  12.2008341       0.738964445E-11
Average absolute error    =     0.183429174
Sum of ABS residuals      =  34.4846847    
R squared                 =   0.67393
Durbin-Watson statistic   =   2.41816
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                     + *              !!           .  .0 .           !
 1966.2!                       +     *        !!           .  .  . 0         !
 1966.3!                           + *        !!           .  .0 .           !
 1966.4!                           +*         !!           .  .0 .           !
 1967.1!                          +     *     !!           .  .  .0          !
 1967.2!                         *   +        !!           0  .  .           !
 1967.3!                        +             !!           .  0  .           !
 1967.4!                       +  *           !!           .  . 0.           !
 1968.1!                         +*           !!           .  .0 .           !
 1968.2!                        +  *          !!           .  . 0.           !
 1968.3!                          + *         !!           .  .0 .           !
 1968.4!                          +         * !!           .  .  .  0        !
 1969.1!                              * +     !!           . 0.  .           !
 1969.2!                            +    *    !!           .  .  0           !
 1969.3!                              +  *    !!           .  . 0.           !
 1969.4!                        *     +       !!          0.  .  .           !
 1970.1!                       +       *      !!           .  .  .  0        !
 1970.2!                          *  +        !!           .0 .  .           !
 1970.3!                        +         *   !!           .  .  .   0       !
 1970.4!                          *    +      !!           0  .  .           !
 1971.1!                        +       *     !!           .  .  . 0         !
 1971.2!                             +        *!           .  .  .  0        !
 1971.3!                                 *+   !!           . 0.  .           !
 1971.4!                             +        !!           .  0  .           !
 1972.1!                          +           !!           .  0  .           !
 1972.2!                        +       *     !!           .  .  .  0        !
 1972.3!                             +        !!           .  0  .           !
 1972.4!                          +   *       !!           .  . 0.           !
 1973.1!                           +          !!           .  0  .           !
 1973.2!                    *   +             !!           0  .  .           !
 1973.3!                  +         *         !!           .  .  .  0        !
 1973.4!                         + *          !!           .  . 0.           !
 1974.1!                *        +            !!        0  .  .  .           !
 1974.2!                +    *                !!           .  .  .0          !
 1974.3!                    +    *            !!           .  .  0           !
 1974.4!                       +         *    !!           .  .  .   0       !
 1975.1!                         *   +        !!           0  .  .           !
 1975.2!                       +*             !!           .  0  .           !
 1975.3!                    * +               !!           .0 .  .           !
 1975.4!                   +*                 !!           .  0  .           !
 1976.1!                    +*                !!           .  .0 .           !
 1976.2!               *    +                 !!          0.  .  .           !
 1976.3!              *+                      !!           . 0.  .           !
 1976.4!               + *                    !!           .  . 0.           !
 1977.1!                 +    *               !!           .  .  0           !
 1977.2!                     +*               !!           .  .0 .           !
 1977.3!             *       +                !!         0 .  .  .           !
 1977.4!             *+                       !!           .  0  .           !
 1978.1!              +  *                    !!           .  . 0.           !
 1978.2!                +                     !!           .  0  .           !
 1978.3!                +   *                 !!           .  . 0.           !
 1978.4!                * +                   !!           . 0.  .           !
 1979.1!                + *                   !!           .  .0 .           !
 1979.2!                 +*                   !!           .  0  .           !
 1979.3!                 +        *           !!           .  .  .  0        !
 1979.4!                       +*             !!           .  .0 .           !
 1980.1!                      +      *        !!           .  .  . 0         !
 1980.2!                          +         * !!           .  .  .   0       !
 1980.3!                               +    * !!           .  .  0           !
 1980.4!         *                      +     !0           .  .  .           !
 1981.1!           +                          !!           .  0  .           !
 1981.2!             +*                       !!           .  .0 .           !
 1981.3!               +*                     !!           .  .0 .           !
 1981.4!                *+                    !!           .  0  .           !
 1982.1!                 +     *              !!           .  .  .0          !
 1982.2!                *     +               !!          0.  .  .           !
 1982.3!                *+                    !!           . 0.  .           !
 1982.4!                 +                    !!           .  0  .           !
 1983.1!                  +*                  !!           .  0  .           !
 1983.2!                   +    *             !!           .  .  0           !
 1983.3!        *               +             !!   0       .  .  .           !
 1983.4!           +*                         !!           .  .0 .           !
 1984.1!              +*                      !!           .  0  .           !
 1984.2!              *  +                    !!           .0 .  .           !
 1984.3!                + *                   !!           .  .0 .           !
 1984.4!                 * +                  !!           . 0.  .           !
 1985.1!                   +*                 !!           .  .0 .           !
 1985.2!                    *+                !!           . 0.  .           !
 1985.3!                    + *               !!           .  .0 .           !
 1985.4!                      +  *            !!           .  . 0.           !
 1986.1!                   *    +             !!           0  .  .           !
 1986.2!                   +                  !!           .  0  .           !
 1986.3!               *   +                  !!           0  .  .           !
 1986.4!              * +                     !!           . 0.  .           !
 1987.1!               +                      !!           .  0  .           !
 1987.2!         *      +                     !!          0.  .  .           !
 1987.3!           +            *             !!           .  .  .    0      !
 1987.4!                      + *             !!           .  .0 .           !
 1988.1!                  *   +               !!           0  .  .           !
 1988.2!              *   +                   !!           0  .  .           !
 1988.3!               +*                     !!           .  .0 .           !
 1988.4!                 +                    !!           .  0  .           !
 1989.1!                 +*                   !!           .  0  .           !
 1989.2!               *  +                   !!           .0 .  .           !
 1989.3!                +*                    !!           .  .0 .           !
 1989.4!           *     +                    !!          0.  .  .           !
 1990.1!            +      *                  !!           .  .  . 0         !
 1990.2!                 *+                   !!           . 0.  .           !
 1990.3!                 +    *               !!           .  .  0           !
 1990.4!                    +                 !!           .  0  .           !
 1991.1!                 * +                  !!           . 0.  .           !
 1991.2!                 +  *                 !!           .  . 0.           !
 1991.3!             *      +                 !!          0.  .  .           !
 1991.4!              + *                     !!           .  . 0.           !
 1992.1!          *     +                     !!          0.  .  .           !
 1992.2!           +        *                 !!           .  .  .  0        !
 1992.3!                  +                   !!           .  0  .           !
 1992.4!            *    +                    !!           0  .  .           !
 1993.1!        *    +                        !!          0.  .  .           !
 1993.2!          +     *                     !!           .  .  . 0         !
 1993.3!           *     +                    !!          0.  .  .           !
 1993.4!          * +                         !!           .0 .  .           !
 1994.1!            + *                       !!           .  . 0.           !
 1994.2!            *  +                      !!           .0 .  .           !
 1994.3!            *+                        !!           . 0.  .           !
 1994.4!        *   +                         !!           0  .  .           !
 1995.1!         +                            !!           .  0  .           !
 1995.2!*        +                            !!       0   .  .  .           !
 1995.3!   +*                                 !!           .  .0 .           !
 1995.4*      +                               !!         0 .  .  .           !
 1996.1!  +           *                       !!           .  .  .    0      !
 1996.2!     *        +                       !!        0  .  .  .           !
 1996.3!       +  *                           !!           .  . 0.           !
 1996.4!  *        +                          !!        0  .  .  .           !
 1997.1!      +      *                        !!           .  .  . 0         !
 1997.2!             *+                       !!           . 0.  .           !
 1997.3!         *    +                       !!           0  .  .           !
 1997.4!          *+                          !!           . 0.  .           !
 1998.1!          * +                         !!           . 0.  .           !
 1998.2!            +  *                      !!           .  . 0.           !
 1998.3!        *       +                     !!         0 .  .  .           !
 1998.4! *        +                           !!        0  .  .  .           !
 1999.1!    +                                 !!           .  0  .           !
 1999.2!     * +                              !!           .0 .  .           !
 1999.3!     *  +                             !!           .0 .  .           !
 1999.4!   *    +                             !!          0.  .  .           !
 2000.1!      +*                              !!           .  0  .           !
 2000.2!          +                           !!           .  0  .           !
 2000.3!            +  *                      !!           .  . 0.           !
 2000.4!                + *                   !!           .  .0 .           !
 2001.1!                * +                   !!           .0 .  .           !
 2001.2!              *  +                    !!           .0 .  .           !
 2001.3!                +   *                 !!           .  .  0           !
 2001.4!                 *  +                 !!           .0 .  .           !
 2002.1!                  + *                 !!           .  . 0.           !
 2002.2!                   *+                 !!           . 0.  .           !
 2002.3!                   + *                !!           .  .0 .           !
 2002.4!                   *+                 !!           . 0.  .           !
 2003.1!                   +                  !!           .  0  .           !
 2003.2!             *    +                   !!          0.  .  .           !
 2003.3!              +                       !!           .  0  .           !
 2003.4!          *   +                       !!           0  .  .           !
 2004.1!          *+                          !!           .  0  .           !
 2004.2!           +  *                       !!           .  . 0.           !
 2004.3!              +                       !!           .  0  .           !
 2004.4!            * +                       !!           . 0.  .           !
 2005.1!          * +                         !!           . 0.  .           !
 2005.2!          +  *                        !!           .  . 0.           !
 2005.3!            *+                        !!           .  0  .           !
 2005.4!         *  +                         !!           .0 .  .           !
 2006.1!         *+                           !!           . 0.  .           !
 2006.2!         +                            !!           .  0  .           !
 2006.3!        * +                           !!           . 0.  .           !
 2006.4!         +                            !!           .  0  .           !
 2007.1!        *+                            !!           . 0.  .           !
 2007.2!        *+                            !!           .  0  .           !
 2007.3!        +*                            !!           .  0  .           !
 2007.4!         +                            !!           .  .0 .           !
 2008.1!         +*                           !!           .  .0 .           !
 2008.2!         +                            !!           .  0  .           !
 2008.3!         + *                          !!           .  . 0.           !
 2008.4!        *  +                          !!           .0 .  .           !
 2009.1!        +   *                         !!           .  .  0           !
 2009.2!           *+                         !!           . 0.  .           !
 2009.3!         *+                           !!           . 0.  .           !
 2009.4!         +                            !!           .  0  .           !
 2010.1!         +   *                        !!           .  .  0           !
 2010.2!      *     +                         !!          0.  .  .           !
 2010.3!       +*                             !!           .  .0 .           !
 2010.4!     *  +                             !!           .0 .  .           !
 2011.1!    * +                               !!           . 0.  .           !
 2011.2!     +  *                             !!           .  . 0.           !
 2011.3!        +                             !!           .  0  .           !
 2011.4!      * +                             !!           . 0.  .           !
 2012.1!       +  *                           !!           .  . 0.           !
 2012.2!         *+                           !!           . 0.  .           !
 2012.3!      *   +                           !!           .0 .  .           !
 2012.4!    *  +                              !!           .0 .  .           !


     25.53 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ  2125 LAADEME C LADEME(-1) PDEME;SMPL 1966.1 2012.4;OLS;EST 2125 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOME=NOPX$Q/MEPMM;                                                     
 GENR LAANOME=LOG(AANOME+.00001);                                             
 GENR LANOME=LOG(ANOME+.00001);                                               
 LHS AANOME=EXP(LAANOME)-.00001;                                              
  EQ 2126 LAANOME C LANOME(-1) PNOME;                                         
EQUATION 1308  LAANOME  
   RHS     C  LANOME(-1)  PNOME  
 SMPL 1973.3 2012.4;                                                          
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
 OLS;EST 1308 PLOT=0;END;                                                     

Equation number = 1308
**********************

Dependent variable = LAANOME 

 1973.3 -   2012.4,    0 missing obs.,  158 obs. used.

Mean of dependent variable       -7.098036797

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.386478111       0.488814510  -6.92794     1.000000
14333 LANOME  ( -1)       0.452495094       0.071965373   6.28768    -7.090017
14331 PNOME   (  0)      -0.637807093       0.266525410  -2.39304     0.789205

SE of equation            =     0.798326722
Sum of squared residuals  =  98.7854611      -0.120561339E-10
Average absolute error    =     0.546621069
Sum of ABS residuals      =  86.3661289    
R squared                 =   0.28411
Durbin-Watson statistic   =   2.08768
SMPL and No. Obs.         = 1973.3   2012.4    158

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.3!             +                        !!           .  0  .           !
 1973.4!            +*                        !!           .  0  .           !
 1974.1!            +    *                    !!           .  .  0           !
 1974.2!              +   *                   !!           .  . 0.           !
 1974.3!              +*                      !!           .  0  .           !
 1974.4!             +   *                    !!           .  . 0.           !
 1975.1!          *   +                       !!           .0 .  .           !
 1975.2!         *+                           !!           . 0.  .           !
 1975.3!          +                           !!           .  0  .           !
 1975.4!           +   *                      !!           .  . 0.           !
 1976.1!             + *                      !!           .  .0 .           !
 1976.2!             + *                      !!           .  .0 .           !
 1976.3!             +                *       !!           .  .  .      0    !
 1976.4!           *        +                 !!         0 .  .  .           !
 1977.1!           +                          !!           .  0  .           !
 1977.2!            +                         *!           .  .  .           0
 1977.3!                       +        *     !!           .  .  . 0         !
 1977.4!                     +*               !!           .  .0 .           !
 1978.1!              * +                     !!           . 0.  .           !
 1978.2!             +                        !!           .  0  .           !
 1978.3!         *  +                         !!           .0 .  .           !
 1978.4!          +       *                   !!           .  .  . 0         !
 1979.1!               +              *       !!           .  .  .     0     !
 1979.2!                  * +                 !!           . 0.  .           !
 1979.3!              +                       !!           .  0  .           !
 1979.4!             +     *                  !!           .  .  .0          !
 1980.1!             *+                       !!           .  0  .           !
 1980.2!            +                         !!           .  0  .           !
 1980.3!           +          *               !!           .  .  .  0        !
 1980.4!              * +                     !!           . 0.  .           !
 1981.1!            +*                        !!           .  .0 .           !
 1981.2!            +              *          !!           .  .  .     0     !
 1981.3!        *         +                   !!        0  .  .  .           !
 1981.4!         +  *                         !!           .  . 0.           !
 1982.1!      *    +                          !!           0  .  .           !
 1982.2!         + *                          !!           .  .0 .           !
 1982.3!           +       *                  !!           .  .  . 0         !
 1982.4!               +       *              !!           .  .  . 0         !
 1983.1!                 +           *        !!           .  .  .   0       !
 1983.2!               *   +                  !!           .0 .  .           !
 1983.3!            *+                        !!           .  0  .           !
 1983.4*            +                         !!       0   .  .  .           !
 1984.1!      +    *                          !!           .  .  0           !
 1984.2!           +                          !!           .  0  .           !
 1984.3!           +   *                      !!           .  . 0.           !
 1984.4!             +          *             !!           .  .  .  0        !
 1985.1!            *    +                    !!           0  .  .           !
 1985.2!            +   *                     !!           .  . 0.           !
 1985.3!            *+                        !!           . 0.  .           !
 1985.4!            + *                       !!           .  .0 .           !
 1986.1!             +*                       !!           .  .0 .           !
 1986.2!             +  *                     !!           .  . 0.           !
 1986.3!           *  +                       !!           .0 .  .           !
 1986.4!         *  +                         !!           .0 .  .           !
 1987.1!        *  +                          !!           . 0.  .           !
 1987.2!      *    +                          !!           .0 .  .           !
 1987.3!       *  +                           !!           .0 .  .           !
 1987.4!          + *                         !!           .  .0 .           !
 1988.1!            +                         !!           .  0  .           !
 1988.2!          * +                         !!           . 0.  .           !
 1988.3!           +   *                      !!           .  . 0.           !
 1988.4!              + *                     !!           .  .0 .           !
 1989.1!            * +                       !!           . 0.  .           !
 1989.2!            +*                        !!           .  0  .           !
 1989.3!            *+                        !!           .  0  .           !
 1989.4!           *+                         !!           . 0.  .           !
 1990.1!           *+                         !!           .  0  .           !
 1990.2!           *+                         !!           . 0.  .           !
 1990.3!           + *                        !!           .  .0 .           !
 1990.4!            + *                       !!           .  . 0.           !
 1991.1!          *  +                        !!           .0 .  .           !
 1991.2!           +*                         !!           .  .0 .           !
 1991.3!            +*                        !!           .  0  .           !
 1991.4!            +                         !!           .  0  .           !
 1992.1!        *   +                         !!           .0 .  .           !
 1992.2!         * +                          !!           . 0.  .           !
 1992.3!         * +                          !!           . 0.  .           !
 1992.4!           +                          !!           .  0  .           !
 1993.1!          * +                         !!           . 0.  .           !
 1993.2!       *   +                          !!           0  .  .           !
 1993.3!          +*                          !!           .  0  .           !
 1993.4!            +*                        !!           .  0  .           !
 1994.1!        *    +                        !!           0  .  .           !
 1994.2!           +*                         !!           .  .0 .           !
 1994.3!             +                        !!           .  0  .           !
 1994.4!            *+                        !!           . 0.  .           !
 1995.1!     *      +                         !!          0.  .  .           !
 1995.2!   *     +                            !!           0  .  .           !
 1995.3!        + *                           !!           .  .0 .           !
 1995.4!         *  +                         !!           .0 .  .           !
 1996.1!           +  *                       !!           .  . 0.           !
 1996.2!    *        +                        !!         0 .  .  .           !
 1996.3!        *+                            !!           .  0  .           !
 1996.4!          +*                          !!           .  0  .           !
 1997.1!      *     +                         !!          0.  .  .           !
 1997.2!         *+                           !!           .  0  .           !
 1997.3!           +*                         !!           .  0  .           !
 1997.4!         *  +                         !!           .0 .  .           !
 1998.1!           +                          !!           .  0  .           !
 1998.2!            +                         !!           .  0  .           !
 1998.3!        *    +                        !!           0  .  .           !
 1998.4!           +*                         !!           .  .0 .           !
 1999.1!     *       +                        !!          0.  .  .           !
 1999.2!       *  +                           !!           .0 .  .           !
 1999.3!        * +                           !!           . 0.  .           !
 1999.4!           +                          !!           .  0  .           !
 2000.1!       *    +                         !!           .0 .  .           !
 2000.2!    *     +                           !!          0.  .  .           !
 2000.3!        +     *                       !!           .  .  0           !
 2000.4!       *     +                        !!           0  .  .           !
 2001.1!          +     *                     !!           .  .  .0          !
 2001.2!         *    +                       !!           0  .  .           !
 2001.3!           + *                        !!           .  .0 .           !
 2001.4!             + *                      !!           .  .0 .           !
 2002.1!         *    +                       !!           0  .  .           !
 2002.2!        *  +                          !!           .0 .  .           !
 2002.3!          +   *                       !!           .  . 0.           !
 2002.4!           * +                        !!           . 0.  .           !
 2003.1!     *     +                          !!           0  .  .           !
 2003.2!       * +                            !!           . 0.  .           !
 2003.3!       * +                            !!           . 0.  .           !
 2003.4!          +      *                    !!           .  .  .0          !
 2004.1!          *   +                       !!           .0 .  .           !
 2004.2!     *     +                          !!           0  .  .           !
 2004.3!        +   *                         !!           .  . 0.           !
 2004.4!           +  *                       !!           .  . 0.           !
 2005.1!            +                         !!           .  0  .           !
 2005.2!          *+                          !!           .  0  .           !
 2005.3!     *    +                           !!           0  .  .           !
 2005.4!       +      *                       !!           .  .  .0          !
 2006.1! *         +                          !!        0  .  .  .           !
 2006.2! *   +                                !!           .0 .  .           !
 2006.3!  *  +                                !!           .0 .  .           !
 2006.4!      +  *                            !!           .  . 0.           !
 2007.1*         +                            !!        0  .  .  .           !
 2007.2!    +*                                !!           .  .0 .           !
 2007.3!   *  +                               !!           .0 .  .           !
 2007.4!     +   *                            !!           .  . 0.           !
 2008.1!     *  +                             !!           . 0.  .           !
 2008.2!  *  +                                !!           .0 .  .           !
 2008.3!    +    *                            !!           .  .  0           !
 2008.4!         +                            !!           .  0  .           !
 2009.1!         +                            !!           .  0  .           !
 2009.2!         +                            !!           .  0  .           !
 2009.3!         +                            !!           .  0  .           !
 2009.4!  *     +                             !!          0.  .  .           !
 2010.1!    *+                                !!           . 0.  .           !
 2010.2!  *   +                               !!           .0 .  .           !
 2010.3!     + *                              !!           .  .0 .           !
 2010.4!       + *                            !!           .  .0 .           !
 2011.1!   *    +                             !!           0  .  .           !
 2011.2!  *  +                                !!           .0 .  .           !
 2011.3!    *+                                !!           .  0  .           !
 2011.4!   * +                                !!           . 0.  .           !
 2012.1!    *+                                !!           . 0.  .           !
 2012.2!     +                                !!           .  0  .           !
 2012.3!    * +                               !!           . 0.  .           !
 2012.4!     +*                               !!           .  0  .           !


     21.52 percent of the residuals exceed 1 SE
      5.70 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWME=SWPX$Q/MEPMM;                                                     
 GENR LAASWME=LOG(AASWME+.00001);                                             
 GENR LASWME=LOG(ASWME+.00001);                                               
 LHS AASWME=EXP(LAASWME)-.00001;                                              
  EQ 2127 LAASWME C LASWME(-1) PSWME;                                         
EQUATION 1309  LAASWME  
   RHS     C  LASWME(-1)  PSWME  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1309 PLOT=0;END;                                                     

Equation number = 1309
**********************

Dependent variable = LAASWME 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.018638157

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.338675819       0.229429203  -1.47617     1.000000
14336 LASWME  ( -1)       0.929374789       0.027581854  33.69515    -5.010610
14334 PSWME   (  0)      -0.022988539       0.180000903  -0.12771     1.010409

SE of equation            =     0.251850558
Sum of squared residuals  =  11.7343101       0.235722553E-11
Average absolute error    =     0.197352386
Sum of ABS residuals      =  37.1022485    
R squared                 =   0.85989
Durbin-Watson statistic   =   2.73366
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                          +       *   !!        .     .     .     0  !
 1966.2!                                 +  * !!        .     .    0.        !
 1966.3!                                  *+  !!        .   0 .     .        !
 1966.4!                                +  *  !!        .     .    0.        !
 1967.1!                                  +  *!!        .     .    0.        !
 1967.2!                                    + *!        .     .   0 .        !
 1967.3!                                 *  + !!        0     .     .        !
 1967.4!                                +   * !!        .     .     .0       !
 1968.1!                                   +  !!        .    0.     .        !
 1968.2!                             *   +    !!        0     .     .        !
 1968.3!                            +         *!        .     .     .        0
 1968.4!                                *   + !!        0     .     .        !
 1969.1!                               + *    !!        .     .  0  .        !
 1969.2!                              * +     !!        .  0  .     .        !
 1969.3!                             +   *    !!        .     .     0        !
 1969.4!                               *+     !!        .   0 .     .        !
 1970.1!                              + *     !!        .     .  0  .        !
 1970.2!                               +*     !!        .     .0    .        !
 1970.3!                               + *    !!        .     .   0 .        !
 1970.4!                              * +     !!        .  0  .     .        !
 1971.1!                             +  *     !!        .     .    0.        !
 1971.2!                              +  *    !!        .     .   0 .        !
 1971.3!                              * +     !!        .  0  .     .        !
 1971.4!                           * +        !!        . 0   .     .        !
 1972.1!                          +     *     !!        .     .     .  0     !
 1972.2!                              *+      !!        .   0 .     .        !
 1972.3!                             + *      !!        .     .   0 .        !
 1972.4!                              +       !!        .    0.     .        !
 1973.1!                             + *      !!        .     .  0  .        !
 1973.2!                          *  +        !!        .0    .     .        !
 1973.3!                         +  *         !!        .     .   0 .        !
 1973.4!                       *   +          !!       0.     .     .        !
 1974.1!                      +  *            !!        .     .   0 .        !
 1974.2!                   *    +             !!       0.     .     .        !
 1974.3!                   +         *        !!        .     .     .        0
 1974.4!                     *      +         !!    0   .     .     .        !
 1975.1!                     +                !!        .     .0    .        !
 1975.2!                     +     *          !!        .     .     .  0     !
 1975.3!                        * +           !!        . 0   .     .        !
 1975.4!                       +              !!        .     0     .        !
 1976.1!                    * +               !!        .  0  .     .        !
 1976.2!                    +    *            !!        .     .     . 0      !
 1976.3!                        +  *          !!        .     .    0.        !
 1976.4!                          + *         !!        .     .  0  .        !
 1977.1!                        *  +          !!        .0    .     .        !
 1977.2!                       +   *          !!        .     .     0        !
 1977.3!                        * +           !!        . 0   .     .        !
 1977.4!                     * +              !!        .  0  .     .        !
 1978.1!                     +*               !!        .     . 0   .        !
 1978.2!                      + *             !!        .     .  0  .        !
 1978.3!                    *  +              !!        .0    .     .        !
 1978.4!                   +  *               !!        .     .   0 .        !
 1979.1!                      +               !!        .     .0    .        !
 1979.2!                   *  +               !!        .0    .     .        !
 1979.3!                * +                   !!        .  0  .     .        !
 1979.4!                +                     !!        .    0.     .        !
 1980.1!                +     *               !!        .     .     .    0   !
 1980.2!              *       +               !! 0      .     .     .        !
 1980.3!              +       *               !!        .     .     .      0 !
 1980.4!                    * +               !!        .   0 .     .        !
 1981.1!                 *  +                 !!        . 0   .     .        !
 1981.2!                 +      *             !!        .     .     .    0   !
 1981.3!                     *  +             !!        . 0   .     .        !
 1981.4!                     +*               !!        .     . 0   .        !
 1982.1!                     *+               !!        .     0     .        !
 1982.2!                    *+                !!        .   0 .     .        !
 1982.3!                   + *                !!        .     . 0   .        !
 1982.4!                *   +                 !!       0.     .     .        !
 1983.1!               *+                     !!        .   0 .     .        !
 1983.2!               + *                    !!        .     .   0 .        !
 1983.3!                 +    *               !!        .     .     . 0      !
 1983.4!                   *  +               !!        . 0   .     .        !
 1984.1!                *  +                  !!        .0    .     .        !
 1984.2!                +      *              !!        .     .     .   0    !
 1984.3!                      +*              !!        .     .0    .        !
 1984.4!                      *+              !!        .    0.     .        !
 1985.1!                      +  *            !!        .     .    0.        !
 1985.2!                        +             !!        .    0.     .        !
 1985.3!                       +        *     !!        .     .     .       0!
 1985.4!                       *       +      !!  0     .     .     .        !
 1986.1!                       +    *         !!        .     .     .  0     !
 1986.2!                           *+         !!        .     0     .        !
 1986.3!                         * +          !!        .  0  .     .        !
 1986.4!                   *    +             !!      0 .     .     .        !
 1987.1!                   +  *               !!        .     .    0.        !
 1987.2!                  *  +                !!        .0    .     .        !
 1987.3!                  +*                  !!        .     .0    .        !
 1987.4!                 *+                   !!        .  0  .     .        !
 1988.1!                 +    *               !!        .     .     . 0      !
 1988.2!                  *  +                !!        .0    .     .        !
 1988.3!                 *+                   !!        .    0.     .        !
 1988.4!                 +                    !!        .     .0    .        !
 1989.1!                 +                    !!        .     0     .        !
 1989.2!                 +                    !!        .     0     .        !
 1989.3!                 + *                  !!        .     .   0 .        !
 1989.4!               *   +                  !!        0     .     .        !
 1990.1!               +                      !!        .    0.     .        !
 1990.2!               + *                    !!        .     .   0 .        !
 1990.3!                 +  *                 !!        .     .    0.        !
 1990.4!                    + *               !!        .     .  0  .        !
 1991.1!                     +                !!        .     0     .        !
 1991.2!                 *   +                !!       0.     .     .        !
 1991.3!                 + *                  !!        .     .   0 .        !
 1991.4!             *     +                  !!     0  .     .     .        !
 1992.1!             + *                      !!        .     .  0  .        !
 1992.2!           *   +                      !!        0     .     .        !
 1992.3!           +    *                     !!        .     .     . 0      !
 1992.4!        *       +                     !! 0      .     .     .        !
 1993.1!         +*                           !!        .     .  0  .        !
 1993.2!          *+                          !!        .    0.     .        !
 1993.3!           + *                        !!        .     .  0  .        !
 1993.4!        *    +                        !!      0 .     .     .        !
 1994.1!        +                             !!        .    0.     .        !
 1994.2!        + *                           !!        .     .  0  .        !
 1994.3!          *+                          !!        .    0.     .        !
 1994.4!       *  +                           !!        .0    .     .        !
 1995.1!      * +                             !!        .  0  .     .        !
 1995.2!     * +                              !!        .  0  .     .        !
 1995.3!  *  +                                !!        .0    .     .        !
 1995.4*   +                                  !!       0.     .     .        !
 1996.1!+*                                    !!        .     . 0   .        !
 1996.2!  +                                   !!        .     0     .        !
 1996.3!   +*                                 !!        .     .0    .        !
 1996.4!    *+                                !!        .    0.     .        !
 1997.1!     +  *                             !!        .     .    0.        !
 1997.2!        *+                            !!        .    0.     .        !
 1997.3!       * +                            !!        .   0 .     .        !
 1997.4!    *   +                             !!        0     .     .        !
 1998.1!     +                                !!        .     0     .        !
 1998.2!    * +                               !!        .   0 .     .        !
 1998.3!     +*                               !!        .     .0    .        !
 1998.4!   *   +                              !!        0     .     .        !
 1999.1!    +       *                         !!        .     .     .     0  !
 1999.2!            +  *                      !!        .     .   0 .        !
 1999.3!               +*                     !!        .     . 0   .        !
 1999.4!                +                     !!        .     0     .        !
 2000.1!                +     *               !!        .     .     .  0     !
 2000.2!                     *+               !!        .    0.     .        !
 2000.3!                     + *              !!        .     .  0  .        !
 2000.4!                    * +               !!        . 0   .     .        !
 2001.1!                *  +                  !!        .0    .     .        !
 2001.2!                +*                    !!        .     .0    .        !
 2001.3!                 + *                  !!        .     .  0  .        !
 2001.4!               *   +                  !!        .0    .     .        !
 2002.1!        *       +                     !!  0     .     .     .        !
 2002.2!       *+                             !!        .   0 .     .        !
 2002.3!        +                             !!        .     .0    .        !
 2002.4!      *  +                            !!        .0    .     .        !
 2003.1!       +       *                      !!        .     .     .      0 !
 2003.2!               +                      !!        .     0     .        !
 2003.3!               + *                    !!        .     .  0  .        !
 2003.4!             *   +                    !!        0     .     .        !
 2004.1!             +                        !!        .     0     .        !
 2004.2!              +                       !!        .     0     .        !
 2004.3!              +                       !!        .     .0    .        !
 2004.4!           *   +                      !!        0     .     .        !
 2005.1!           +                          !!        .    0.     .        !
 2005.2!          *+                          !!        .   0 .     .        !
 2005.3!          + *                         !!        .     .  0  .        !
 2005.4!          * +                         !!        . 0   .     .        !
 2006.1!          + *                         !!        .     . 0   .        !
 2006.2!        *   +                         !!        0     .     .        !
 2006.3!        *+                            !!        .    0.     .        !
 2006.4!   *    +                             !!      0 .     .     .        !
 2007.1!    +*                                !!        .     .0    .        !
 2007.2!     *+                               !!        .    0.     .        !
 2007.3!      +  *                            !!        .     .    0.        !
 2007.4!        *+                            !!        .   0 .     .        !
 2008.1!      * +                             !!        . 0   .     .        !
 2008.2!      +    *                          !!        .     .     . 0      !
 2008.3!           *+                         !!        .    0.     .        !
 2008.4!    *      +                          !!   0    .     .     .        !
 2009.1!     +    *                           !!        .     .     .0       !
 2009.2!        * +                           !!        .  0  .     .        !
 2009.3!        *+                            !!        .    0.     .        !
 2009.4!*        +                            !!0       .     .     .        !
 2010.1! +   *                                !!        .     .     .0       !
 2010.2!      +  *                            !!        .     .    0.        !
 2010.3!       *  +                           !!        .0    .     .        !
 2010.4!      *+                              !!        .   0 .     .        !
 2011.1!     * +                              !!        .   0 .     .        !
 2011.2!   *  +                               !!        .0    .     .        !
 2011.3!    + *                               !!        .     .   0 .        !
 2011.4!     * +                              !!        .  0  .     .        !
 2012.1!      +*                              !!        .     .0    .        !
 2012.2!    *  +                              !!        0     .     .        !
 2012.3!     +*                               !!        .     . 0   .        !
 2012.4!     * +                              !!        .   0 .     .        !


     26.06 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@EQ  2128 LAAGRME C LAGRME(-1) PGRME;SMPL 1988.4 2012.4;OLS;EST 2128 PLOT=0;EN
@EQ  2129 LAAIRME C LAIRME(-1) PIRME;SMPL 1976.1 2012.4;OLS;EST 2129 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOME=POPX$Q/MEPMM;                                                     
 GENR LAAPOME=LOG(AAPOME+.00001);                                             
 GENR LAPOME=LOG(APOME+.00001);                                               
 LHS AAPOME=EXP(LAAPOME)-.00001;                                              
  EQ 2130 LAAPOME C LAPOME(-1) PPOME;                                         
EQUATION 1310  LAAPOME  
   RHS     C  LAPOME(-1)  PPOME  
 SMPL 1980.2 2012.4;                                                          
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
 OLS;EST 1310 PLOT=0;END;                                                     

Equation number = 1310
**********************

Dependent variable = LAAPOME 

 1980.2 -   2012.4,    0 missing obs.,  131 obs. used.

Mean of dependent variable       -8.132428236

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       1.802505646       1.800930343   1.00087     1.000000
14339 LAPOME  ( -1)       0.797947028       0.053080195  15.03286    -8.140310
14337 PPOME   (  0)      -3.356449350       1.900803000  -1.76581     1.024713

SE of equation            =     0.550084686
Sum of squared residuals  =  38.7319247       0.640847375E-10
Average absolute error    =     0.391886309
Sum of ABS residuals      =  51.3371065    
R squared                 =   0.70962
Durbin-Watson statistic   =   2.58407
SMPL and No. Obs.         = 1980.2   2012.4    131

Plot of actual(*) and fitted(+) values and residuals(0)


 1980.2!                * +                   !!          . 0 .   .          !
 1980.3!             *    +                   !!          0   .   .          !
 1980.4!               +  *                   !!          .   .  0.          !
 1981.1!         *         +                  !!      0   .   .   .          !
 1981.2!       *  +                           !!          .0  .   .          !
 1981.3!       * +                            !!          .  0.   .          !
 1981.4!         +  *                         !!          .   .  0.          !
 1982.1!            +         *               !!          .   .   .   0      !
 1982.2!                  * +                 !!          .  0.   .          !
 1982.3!                 +    *               !!          .   .   0          !
 1982.4!             *      +                 !!        0 .   .   .          !
 1983.1!     *      +                         !!        0 .   .   .          !
 1983.2!       +                              !!          .   0   .          !
 1983.3!    *   +                             !!          .0  .   .          !
 1983.4!      +      *                        !!          .   .   . 0        !
 1984.1!     *      +                         !!        0 .   .   .          !
 1984.2!      *+                              !!          .   0   .          !
 1984.3!       +*                             !!          .   .0  .          !
 1984.4*         +                            !!      0   .   .   .          !
 1985.1! +                                    !!          .   0   .          !
 1985.2!   +                 *                !!          .   .   .          0
 1985.3!    *              +                  !!  0       .   .   .          !
 1985.4!       +   *                          !!          .   .   0          !
 1986.1!         *  +                         !!          .0  .   .          !
 1986.2!           +*                         !!          .   .0  .          !
 1986.3!             +  *                     !!          .   .  0.          !
 1986.4!     *           +                    !!     0    .   .   .          !
 1987.1!         +         *                  !!          .   .   .   0      !
 1987.2!            *       +                 !!       0  .   .   .          !
 1987.3!              +     *                 !!          .   .   .0         !
 1987.4!                *    +                !!          0   .   .          !
 1988.1!                * +                   !!          .  0.   .          !
 1988.2!         *        +                   !!       0  .   .   .          !
 1988.3!           +     *                    !!          .   .   .0         !
 1988.4!            *     +                   !!         0.   .   .          !
 1989.1!        *     +                       !!         0.   .   .          !
 1989.2!           +  *                       !!          .   .  0.          !
 1989.3!           *    +                     !!          0   .   .          !
 1989.4!            *+                        !!          .  0.   .          !
 1990.1!          *   +                       !!          .0  .   .          !
 1990.2!          * +                         !!          . 0 .   .          !
 1990.3!            +   *                     !!          .   .  0.          !
 1990.4!                  +                   !!          .   0   .          !
 1991.1!                   + *                !!          .   . 0 .          !
 1991.2!                *     +               !!         0.   .   .          !
 1991.3!                 +*                   !!          .   .0  .          !
 1991.4!                *  +                  !!          . 0 .   .          !
 1992.1!                * +                   !!          . 0 .   .          !
 1992.2!            *    +                    !!          0   .   .          !
 1992.3!               +                      !!          .   0   .          !
 1992.4!               * +                    !!          .  0.   .          !
 1993.1!              * +                     !!          . 0 .   .          !
 1993.2!               + *                    !!          .   .0  .          !
 1993.3!              *   +                   !!          .0  .   .          !
 1993.4!               +*                     !!          .   .0  .          !
 1994.1!             *   +                    !!          .0  .   .          !
 1994.2!               + *                    !!          .   . 0 .          !
 1994.3!                  +   *               !!          .   .  0.          !
 1994.4!                   *  +               !!          . 0 .   .          !
 1995.1!                    +                 !!          .   0   .          !
 1995.2!                  *  +                !!          .0  .   .          !
 1995.3!                   +                  !!          .   0   .          !
 1995.4!              *     +                 !!         0.   .   .          !
 1996.1!                +                     !!          .   0   .          !
 1996.2!               * +                    !!          .  0.   .          !
 1996.3!                 +*                   !!          .   .0  .          !
 1996.4!                   +*                 !!          .   .0  .          !
 1997.1!                     +                !!          .   0   .          !
 1997.2!                     +                !!          .   .0  .          !
 1997.3!                    *+                !!          .  0.   .          !
 1997.4!                  * +                 !!          .  0.   .          !
 1998.1!                  +*                  !!          .   0   .          !
 1998.2!                   +*                 !!          .   .0  .          !
 1998.3!                    +                 !!          .   0   .          !
 1998.4!                    +*                !!          .   0   .          !
 1999.1!                     +*               !!          .   .0  .          !
 1999.2!                   *  +               !!          . 0 .   .          !
 1999.3!                   +                  !!          .   0   .          !
 1999.4!                   +  *               !!          .   . 0 .          !
 2000.1!                  *   +               !!          .0  .   .          !
 2000.2!                 *+                   !!          .  0.   .          !
 2000.3!                 +  *                 !!          .   . 0 .          !
 2000.4!                   +  *               !!          .   . 0 .          !
 2001.1!                     +*               !!          .   .0  .          !
 2001.2!                     +                !!          .   0   .          !
 2001.3!                    +*                !!          .   .0  .          !
 2001.4!                    +      *          !!          .   .   . 0        !
 2002.1!                     *   +            !!          .0  .   .          !
 2002.2!                    +   *             !!          .   .  0.          !
 2002.3!                       +  *           !!          .   .  0.          !
 2002.4!                         +            !!          .   0   .          !
 2003.1!                       +*             !!          .   .0  .          !
 2003.2!                       +*             !!          .   .0  .          !
 2003.3!                       +*             !!          .   .0  .          !
 2003.4!                       +*             !!          .   .0  .          !
 2004.1!                       +  *           !!          .   . 0 .          !
 2004.2!                         +*           !!          .   .0  .          !
 2004.3!                         +            !!          .   0   .          !
 2004.4!                        +*            !!          .   .0  .          !
 2005.1!                         +*           !!          .   .0  .          !
 2005.2!                         +            !!          .   0   .          !
 2005.3!                         + *          !!          .   .0  .          !
 2005.4!                          +           !!          .   .0  .          !
 2006.1!                         +       *    !!          .   .   . 0        !
 2006.2!                            *  +      !!          .0  .   .          !
 2006.3!                           +          !!          .   0   .          !
 2006.4!                         *+           !!          .  0.   .          !
 2007.1!                        +  *          !!          .   . 0 .          !
 2007.2!                          + *         !!          .   .0  .          !
 2007.3!                           +*         !!          .   .0  .          !
 2007.4!                            +         !!          .   0   .          !
 2008.1!                           +*         !!          .   .0  .          !
 2008.2!                            +      *  !!          .   .   . 0        !
 2008.3!                                 +   *!!          .   .  0.          !
 2008.4!                            *     +   !!         0.   .   .          !
 2009.1!                         *+           !!          .  0.   .          !
 2009.2!                        +          *  !!          .   .   .    0     !
 2009.3!                                 +   *!!          .   .  0.          !
 2009.4!                                * +   !!          . 0 .   .          !
 2010.1!                              + *     !!          .   . 0 .          !
 2010.2!                              +       *!          .   .   . 0        !
 2010.3!                                   +  *!          .   .  0.          !
 2010.4!                                   +* !!          .   .0  .          !
 2011.1!                                 +*   !!          .   0   .          !
 2011.2!                               +      *!          .   .   .0         !
 2011.3!                                   + *!!          .   . 0 .          !
 2011.4!                                  + * !!          .   .0  .          !
 2012.1!                           *     +    !!         0.   .   .          !
 2012.2!                          +  *        !!          .   . 0 .          !
 2012.3!                           + *        !!          .   .0  .          !
 2012.4!                         * +          !!          . 0 .   .          !


     25.19 percent of the residuals exceed 1 SE
      6.11 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPME=SPPX$Q/MEPMM;                                                     
 GENR LAASPME=LOG(AASPME+.00001);                                             
 GENR LASPME=LOG(ASPME+.00001);                                               
 LHS AASPME=EXP(LAASPME)-.00001;                                              
  EQ 2131 LAASPME C LASPME(-1) PSPME;                                         
EQUATION 1311  LAASPME  
   RHS     C  LASPME(-1)  PSPME  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1311 PLOT=0;END;                                                     

Equation number = 1311
**********************

Dependent variable = LAASPME 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.315313114

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.830932459       0.181623524  -4.57503     1.000000
14342 LASPME  ( -1)       0.730530014       0.046791378  15.61249    -4.321075
14340 PSPME   (  0)      -0.319872475       0.117064117  -2.73246     1.024488

SE of equation            =     0.231895878
Sum of squared residuals  =  9.94850420       0.428821423E-10
Average absolute error    =     0.160579413
Sum of ABS residuals      =  30.1889297    
R squared                 =   0.66743
Durbin-Watson statistic   =   2.48941
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!         +*                           !!            . .0.            !
 1966.2!            +   *                     !!            . . .0           !
 1966.3!             *  +                     !!           0. . .            !
 1966.4!             +                        !!            .0. .            !
 1967.1!              +     *                 !!            . . .  0         !
 1967.2!                    + *               !!            . . 0            !
 1967.3!                   * +                !!            .0. .            !
 1967.4!                  *+                  !!            .0. .            !
 1968.1!                  +  *                !!            . . 0            !
 1968.2!                *   +                 !!           0. . .            !
 1968.3!                 +       *            !!            . . .   0        !
 1968.4!               *       +              !!        0   . . .            !
 1969.1!                +      *              !!            . . .  0         !
 1969.2!                      +   *           !!            . . .0           !
 1969.3!                   *    +             !!          0 . . .            !
 1969.4!                   + *                !!            . . 0            !
 1970.1!                   * +                !!            0 . .            !
 1970.2!                   +                  !!            . 0 .            !
 1970.3!                 *  +                 !!            0 . .            !
 1970.4!                 *+                   !!            . 0 .            !
 1971.1!                  +       *           !!            . . .   0        !
 1971.2!                         +            !!            . 0 .            !
 1971.3!                      * +             !!            0 . .            !
 1971.4!                     +    *           !!            . . . 0          !
 1972.1!                        +*            !!            . 0 .            !
 1972.2!                       +      *       !!            . . .  0         !
 1972.3!                      *    +          !!          0 . . .            !
 1972.4!                     +  *             !!            . . 0            !
 1973.1!                   *   +              !!           0. . .            !
 1973.2!                  +                   !!            . 0 .            !
 1973.3!                 +  *                 !!            . . 0            !
 1973.4!              *     +                 !!          0 . . .            !
 1974.1!               +                      !!            . 0 .            !
 1974.2!            *   +                     !!          0 . . .            !
 1974.3!              +                       !!            . 0 .            !
 1974.4!                +                     !!            . 0 .            !
 1975.1!               * +                    !!            .0. .            !
 1975.2!                *+                    !!            .0. .            !
 1975.3!                 +*                   !!            . 0 .            !
 1975.4*                   +                  !0            . . .            !
 1976.1!     +          *                     !!            . . .     0      !
 1976.2!                * +                   !!            0 . .            !
 1976.3!                * +                   !!            .0. .            !
 1976.4!                  +                   !!            . 0 .            !
 1977.1!                  *+                  !!            .0. .            !
 1977.2!                  *+                  !!            .0. .            !
 1977.3!                   *+                 !!            .0. .            !
 1977.4!                  * +                 !!            0 . .            !
 1978.1!                    +*                !!            . .0.            !
 1978.2!                    * +               !!            .0. .            !
 1978.3!                  *  +                !!            0 . .            !
 1978.4!                   +  *               !!            . . 0            !
 1979.1!                      +*              !!            . 0 .            !
 1979.2!                      +  *            !!            . . 0            !
 1979.3!                        +*            !!            . .0.            !
 1979.4!                        +    *        !!            . . . 0          !
 1980.1!                          *+          !!            . 0 .            !
 1980.2!                         + *          !!            . . 0            !
 1980.3!                       *  +           !!            0 . .            !
 1980.4!                       +       *      !!            . . .   0        !
 1981.1!                           * +        !!            0 . .            !
 1981.2!                           +  *       !!            . . .0           !
 1981.3!                             +*       !!            . .0.            !
 1981.4!                             +   *    !!            . . .0           !
 1982.1!                               +     *!!            . . . 0          !
 1982.2!                                  +*  !!            . .0.            !
 1982.3!                                +     *!            . . . 0          !
 1982.4!                                   +* !!            . .0.            !
 1983.1!                                  + * !!            . . 0            !
 1983.2!                                  +  *!!            . . .0           !
 1983.3!                             *     +  !!          0 . . .            !
 1983.4!                           * +        !!            .0. .            !
 1984.1!                           + *        !!            . .0.            !
 1984.2!                        *   +         !!          0 . . .            !
 1984.3!                         +   *        !!            . . .0           !
 1984.4!                         *   +        !!           0. . .            !
 1985.1!                          + *         !!            . .0.            !
 1985.2!                           *+         !!            . 0 .            !
 1985.3!                          *+          !!            .0. .            !
 1985.4!                          +*          !!            . .0.            !
 1986.1!                         * +          !!            .0. .            !
 1986.2!                        *+            !!            .0. .            !
 1986.3!                        + *           !!            . .0.            !
 1986.4!                      *   +           !!           0. . .            !
 1987.1!                 *     +              !!         0  . . .            !
 1987.2!                  *+                  !!            .0. .            !
 1987.3!                    +                 !!            . 0 .            !
 1987.4!                  *  +                !!            0 . .            !
 1988.1!                 *  +                 !!            0 . .            !
 1988.2!                  *+                  !!            .0. .            !
 1988.3!               *    +                 !!           0. . .            !
 1988.4!                  + *                 !!            . .0.            !
 1989.1!                     +                !!            . 0 .            !
 1989.2!                     +  *             !!            . . 0            !
 1989.3!                   *    +             !!           0. . .            !
 1989.4!                    +  *              !!            . . 0            !
 1990.1!                       + *            !!            . . 0            !
 1990.2!                       *+             !!            .0. .            !
 1990.3!                      *+              !!            .0. .            !
 1990.4!                     +*               !!            . .0.            !
 1991.1!                      + *             !!            . .0.            !
 1991.2!                    *   +             !!           0. . .            !
 1991.3!                     +                !!            . 0 .            !
 1991.4!                     +*               !!            . .0.            !
 1992.1!                      + *             !!            . . 0            !
 1992.2!                        +             !!            . .0.            !
 1992.3!                       +              !!            .0. .            !
 1992.4!                       +*             !!            . .0.            !
 1993.1!                        +   *         !!            . . .0           !
 1993.2!                           +*         !!            . .0.            !
 1993.3!                           +    *     !!            . . .0           !
 1993.4!                              +*      !!            . .0.            !
 1994.1!                              +  *    !!            . . 0            !
 1994.2!                              *+      !!            . 0 .            !
 1994.3!                             +        !!            . 0 .            !
 1994.4!                           *+         !!            .0. .            !
 1995.1!                       *  +           !!            0 . .            !
 1995.2!                   *   +              !!           0. . .            !
 1995.3!                 *  +                 !!           0. . .            !
 1995.4!              *   +                   !!          0 . . .            !
 1996.1!               *+                     !!            .0. .            !
 1996.2!                 *+                   !!            .0. .            !
 1996.3!                 * +                  !!            .0. .            !
 1996.4!             *     +                  !!          0 . . .            !
 1997.1!                +  *                  !!            . . 0            !
 1997.2!                     +                !!            . 0 .            !
 1997.3!                     * +              !!            .0. .            !
 1997.4!                   *  +               !!            0 . .            !
 1998.1!                     +*               !!            . .0.            !
 1998.2!                       +*             !!            . .0.            !
 1998.3!                      * +             !!            .0. .            !
 1998.4!                     * +              !!            .0. .            !
 1999.1!                      +*              !!            . .0.            !
 1999.2!                       *+             !!            .0. .            !
 1999.3!                      *+              !!            .0. .            !
 1999.4!                    *  +              !!            0 . .            !
 2000.1!                      +*              !!            . .0.            !
 2000.2!                     *  +             !!            0 . .            !
 2000.3!                     * +              !!            .0. .            !
 2000.4!                       +              !!            . 0 .            !
 2001.1!                        + *           !!            . .0.            !
 2001.2!                          +           !!            . 0 .            !
 2001.3!                          +           !!            . 0 .            !
 2001.4!                          +*          !!            . .0.            !
 2002.1!                           +*         !!            . .0.            !
 2002.2!                            +*        !!            . .0.            !
 2002.3!                            +         !!            . 0 .            !
 2002.4!                           + *        !!            . .0.            !
 2003.1!                            +*        !!            . .0.            !
 2003.2!                            +         !!            . 0 .            !
 2003.3!                           + *        !!            . .0.            !
 2003.4!                           +          !!            . 0 .            !
 2004.1!                          +           !!            . 0 .            !
 2004.2!                          + *         !!            . . 0            !
 2004.3!                           +          !!            . 0 .            !
 2004.4!                          +           !!            . 0 .            !
 2005.1!                         + *          !!            . . 0            !
 2005.2!                          +  *        !!            . . 0            !
 2005.3!                          *+          !!            .0. .            !
 2005.4!                          +*          !!            . .0.            !
 2006.1!                          + *         !!            . .0.            !
 2006.2!                           +          !!            . .0.            !
 2006.3!                          +*          !!            . 0 .            !
 2006.4!                          +           !!            . .0.            !
 2007.1!                         +   *        !!            . . .0           !
 2007.2!                           +*         !!            . .0.            !
 2007.3!                          +*          !!            . 0 .            !
 2007.4!                         +*           !!            . .0.            !
 2008.1!                         +*           !!            . .0.            !
 2008.2!                        + *           !!            . .0.            !
 2008.3!                        *+            !!            .0. .            !
 2008.4!                       *+             !!            .0. .            !
 2009.1!                       +   *          !!            . . .0           !
 2009.2!                          +           !!            . 0 .            !
 2009.3!                        *+            !!            .0. .            !
 2009.4!                       + *            !!            . .0.            !
 2010.1!                       *+             !!            .0. .            !
 2010.2!                      *+              !!            .0. .            !
 2010.3!                       +              !!            . 0 .            !
 2010.4!                       +              !!            . 0 .            !
 2011.1!                       +              !!            . 0 .            !
 2011.2!                      *+              !!            . 0 .            !
 2011.3!                     *+               !!            .0. .            !
 2011.4!                    * +               !!            .0. .            !
 2012.1!                     + *              !!            . .0.            !
 2012.2!                     * +              !!            0 . .            !
 2012.3!                     *+               !!            . 0 .            !
 2012.4!                     *+               !!            . 0 .            !


     22.34 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
@EQ  2132 LAANZME C LANZME(-1) PNZME;SMPL 1972.3 2012.4;OLS;EST 2132 PLOT=0;EN
@@EQ 2133 LAASAME C LASAME(-1) PSAME;SMPL 1996.3 2012.4;OLS;EST 2133 PLOT=0;EN
@@EQ 2134 LAAVEME C LAVEME(-1) PVEME;SMPL 1988.3 2012.4;OLS;EST 2134 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCOME=COPX$Q/MEPMM;                                                     
 GENR LAACOME=LOG(AACOME+.00001);                                             
 GENR LACOME=LOG(ACOME+.00001);                                               
 LHS AACOME=EXP(LAACOME)-.00001;                                              
  EQ 2135 LAACOME C LACOME(-1) PCOME;                                         
EQUATION 1312  LAACOME  
   RHS     C  LACOME(-1)  PCOME  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1312 PLOT=0;END;                                                     

Equation number = 1312
**********************

Dependent variable = LAACOME 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -6.673134033

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.927560997       0.407289971  -4.73265     1.000000
14345 LACOME  ( -1)       0.552016276       0.072347303   7.63009    -6.683729
14343 PCOME   (  0)      -0.935390297       0.247834668  -3.77425     1.128989

SE of equation            =     0.578175170
Sum of squared residuals  =  41.1172429      -0.118545174E-10
Average absolute error    =     0.346154959
Sum of ABS residuals      =  43.6155248    
R squared                 =   0.54840
Durbin-Watson statistic   =   2.51957
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                     +*               !!           .  .0 .           !
 1981.4!                     *+               !!           . 0.  .           !
 1982.1!                     + *              !!           .  .0 .           !
 1982.2!                      +*              !!           .  .0 .           !
 1982.3!                      +*              !!           .  0  .           !
 1982.4!                      +               !!           .  0  .           !
 1983.1!                      +   *           !!           .  . 0.           !
 1983.2!          *              +            !!      0    .  .  .           !
 1983.3!               +         *            !!           .  .  . 0         !
 1983.4!                      +           *   !!           .  .  .  0        !
 1984.1!        *                  +          !!   0       .  .  .           !
 1984.2!             +   *                    !!           .  . 0.           !
 1984.3!                  +                   !!           .  0  .           !
 1984.4!                   +   *              !!           .  . 0.           !
 1985.1!    *                 +               !!   0       .  .  .           !
 1985.2!            +          *              !!           .  .  .  0        !
 1985.3!      *                +              !!    0      .  .  .           !
 1985.4!          *  +                        !!           . 0.  .           !
 1986.1!           *+                         !!           .  0  .           !
 1986.2!              +     *                 !!           .  .  .0          !
 1986.3!                     +    *           !!           .  .  0           !
 1986.4*                         +            !0           .  .  .           !
 1987.1!            +     *                   !!           .  .  0           !
 1987.2!                  *   +               !!           0  .  .           !
 1987.3!                  *   +               !!           .0 .  .           !
 1987.4!                 *    +               !!           0  .  .           !
 1988.1!                *     +               !!           0  .  .           !
 1988.2!                   * +                !!           .0 .  .           !
 1988.3!                       +     *        !!           .  .  0           !
 1988.4!                *            +        !!       0   .  .  .           !
 1989.1!                     + *              !!           .  .0 .           !
 1989.2!                       * +            !!           . 0.  .           !
 1989.3!                        *  +          !!           .0 .  .           !
 1989.4!                         *  +         !!           .0 .  .           !
 1990.1!                           *+         !!           . 0.  .           !
 1990.2!                           * +        !!           . 0.  .           !
 1990.3!                           * +        !!           . 0.  .           !
 1990.4!                            *+        !!           . 0.  .           !
 1991.1!                        *    +        !!           0  .  .           !
 1991.2!                            +*        !!           .  .0 .           !
 1991.3!                             *+       !!           . 0.  .           !
 1991.4!                               +      !!           .  0  .           !
 1992.1!                             *  +     !!           .0 .  .           !
 1992.2!                             *  +     !!           .0 .  .           !
 1992.3!                                +     !!           .  0  .           !
 1992.4!                                *+    !!           . 0.  .           !
 1993.1!                              *  +    !!           .0 .  .           !
 1993.2!                                +     !!           .  0  .           !
 1993.3!                               * +    !!           . 0.  .           !
 1993.4!                                 +    !!           .  0  .           !
 1994.1!                                * +   !!           . 0.  .           !
 1994.2!                                +*    !!           .  .0 .           !
 1994.3!                              + *     !!           .  .0 .           !
 1994.4!                              +   *   !!           .  . 0.           !
 1995.1!                             *  +     !!           . 0.  .           !
 1995.2!                             +*       !!           .  .0 .           !
 1995.3!                              +       !!           .  0  .           !
 1995.4!                             * +      !!           . 0.  .           !
 1996.1!                          *   +       !!           .0 .  .           !
 1996.2!                            *+        !!           . 0.  .           !
 1996.3!                            *+        !!           . 0.  .           !
 1996.4!                             + *      !!           .  .0 .           !
 1997.1!                           *  +       !!           .0 .  .           !
 1997.2!                           +*         !!           .  0  .           !
 1997.3!                           *+         !!           . 0.  .           !
 1997.4!                           *+         !!           . 0.  .           !
 1998.1!                           *+         !!           .  0  .           !
 1998.2!                            +         !!           .  0  .           !
 1998.3!                             *+       !!           . 0.  .           !
 1998.4!                            * +       !!           . 0.  .           !
 1999.1!                              +*      !!           .  .0 .           !
 1999.2!                                +     !!           .  0  .           !
 1999.3!                                +     !!           .  0  .           !
 1999.4!                                +     !!           .  0  .           !
 2000.1!                               +      !!           .  0  .           !
 2000.2!                              *+      !!           .  0  .           !
 2000.3!                              +       !!           .  0  .           !
 2000.4!                               +      !!           .  0  .           !
 2001.1!                               +*     !!           .  0  .           !
 2001.2!                                +*    !!           .  .0 .           !
 2001.3!                                 +*   !!           .  .0 .           !
 2001.4!                                  +   !!           .  0  .           !
 2002.1!                                 +*   !!           .  .0 .           !
 2002.2!                                  +   !!           .  .0 .           !
 2002.3!                                  +   !!           .  0  .           !
 2002.4!                                  +*  !!           .  .0 .           !
 2003.1!                                  +*  !!           .  .0 .           !
 2003.2!                                  + * !!           .  .0 .           !
 2003.3!                                   +* !!           .  .0 .           !
 2003.4!                                   +* !!           .  .0 .           !
 2004.1!                                   +* !!           .  .0 .           !
 2004.2!                                   + *!!           .  . 0.           !
 2004.3!                                   +  *!           .  . 0.           !
 2004.4!                                   +  *!           .  . 0.           !
 2005.1!                                   + *!!           .  .0 .           !
 2005.2!                                  +   *!           .  . 0.           !
 2005.3!                                  +  *!!           .  . 0.           !
 2005.4!                                  +  *!!           .  . 0.           !
 2006.1!                                  +   !!           .  0  .           !
 2006.2!                                +  *  !!           .  . 0.           !
 2006.3!                                 + *  !!           .  .0 .           !
 2006.4!                                 + *  !!           .  .0 .           !
 2007.1!                               * +    !!           . 0.  .           !
 2007.2!                               + *    !!           .  .0 .           !
 2007.3!                               + *    !!           .  .0 .           !
 2007.4!                               +  *   !!           .  . 0.           !
 2008.1!                               + *    !!           .  .0 .           !
 2008.2!                              +  *    !!           .  . 0.           !
 2008.3!                              + *     !!           .  .0 .           !
 2008.4!                              + *     !!           .  .0 .           !
 2009.1!                               +  *   !!           .  . 0.           !
 2009.2!                               + *    !!           .  .0 .           !
 2009.3!                             +  *     !!           .  .0 .           !
 2009.4!                            +    *    !!           .  .  0           !
 2010.1!                             +*       !!           .  0  .           !
 2010.2!                           +    *     !!           .  .  0           !
 2010.3!                             +   *    !!           .  .  0           !
 2010.4!                              + *     !!           .  .0 .           !
 2011.1!                             + *      !!           .  .0 .           !
 2011.2!                             +  *     !!           .  . 0.           !
 2011.3!                             +  *     !!           .  . 0.           !
 2011.4!                              + *     !!           .  .0 .           !
 2012.1!                             +  *     !!           .  . 0.           !
 2012.2!                             +  *     !!           .  . 0.           !
 2012.3!                             +   *    !!           .  . 0.           !
 2012.4!                              + *     !!           .  . 0.           !


     12.70 percent of the residuals exceed 1 SE
      6.35 percent of the residuals exceed 2 SE
@@EQ 2136 LAAJOME C LAJOME(-1) PJOME;SMPL 1999.3 2012.4;OLS;EST 2136 PLOT=0;EN
@@EQ 2137 LAASYME C LASYME(-1) PSYME;SMPL 2013.1 2012.4;OLS;EST 2137 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDME=IDPX$Q/MEPMM;                                                     
 GENR LAAIDME=LOG(AAIDME+.00001);                                             
 GENR LAIDME=LOG(AIDME+.00001);                                               
 LHS AAIDME=EXP(LAAIDME)-.00001;                                              
  EQ 2138 LAAIDME C LAIDME(-1) PIDME;                                         
EQUATION 1313  LAAIDME  
   RHS     C  LAIDME(-1)  PIDME  
 SMPL 1979.2 2012.4;                                                          
Sample period is now  1979.2 to  2012.4 Internally:   110 to   244
 OLS;EST 1313 PLOT=0;END;                                                     

Equation number = 1313
**********************

Dependent variable = LAAIDME 

 1979.2 -   2012.4,    0 missing obs.,  135 obs. used.

Mean of dependent variable       -7.096468364

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.440742297       0.367504557  -1.19928     1.000000
14348 LAIDME  ( -1)       0.929241890       0.033514416  27.72663    -7.115488
14346 PIDME   (  0)      -0.043004720       0.243869242  -0.17634     1.016559

SE of equation            =     0.427724028
Sum of squared residuals  =  24.1491155       0.124682487E-10
Average absolute error    =     0.256932679
Sum of ABS residuals      =  34.6859116    
R squared                 =   0.85538
Durbin-Watson statistic   =   2.97143
SMPL and No. Obs.         = 1979.2   2012.4    135

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.2!              *+                      !!           . 0.  .           !
 1979.3!            * +                       !!           . 0.  .           !
 1979.4!            *+                        !!           . 0.  .           !
 1980.1!             +  *                     !!           .  . 0.           !
 1980.2!        *       +                     !!        0  .  .  .           !
 1980.3!         +          *                 !!           .  .  .    0      !
 1980.4*                    +                 !0           .  .  .           !
 1981.1! +     *                              !!           .  .  . 0         !
 1981.2!      *  +                            !!           .0 .  .           !
 1981.3!        +    *                        !!           .  .  .0          !
 1981.4!              +    *                  !!           .  .  .0          !
 1982.1!                  * +                 !!           . 0.  .           !
 1982.2!                 * +                  !!           . 0.  .           !
 1982.3!       *         +                    !!      0    .  .  .           !
 1982.4!        +    *                        !!           .  .  .0          !
 1983.1*              +                       !!   0       .  .  .           !
 1983.2! +    *                               !!           .  .  0           !
 1983.3!    *  +                              !!           .0 .  .           !
 1983.4!     +   *                            !!           .  . 0.           !
 1984.1!       *  +                           !!           .0 .  .           !
 1984.2!       *+                             !!           . 0.  .           !
 1984.3!        +   *                         !!           .  .  0           !
 1984.4!     *       +                        !!        0  .  .  .           !
 1985.1!      +  *                            !!           .  . 0.           !
 1985.2!          +   *                       !!           .  .  0           !
 1985.3!          *    +                      !!          0.  .  .           !
 1985.4!         * +                          !!           .0 .  .           !
 1986.1!        * +                           !!           .0 .  .           !
 1986.2!         +     *                      !!           .  .  .0          !
 1986.3!             * +                      !!           .0 .  .           !
 1986.4*              +                       !!   0       .  .  .           !
 1987.1! +       *                            !!           .  .  .  0        !
 1987.2!           +*                         !!           .  .0 .           !
 1987.3!           * +                        !!           . 0.  .           !
 1987.4!          * +                         !!           .0 .  .           !
 1988.1!           +*                         !!           .  .0 .           !
 1988.2!           * +                        !!           .0 .  .           !
 1988.3!           *+                         !!           .  0  .           !
 1988.4!         *  +                         !!           0  .  .           !
 1989.1!          +    *                      !!           .  .  .0          !
 1989.2!             *  +                     !!           .0 .  .           !
 1989.3!              +  *                    !!           .  .  0           !
 1989.4!                 *+                   !!           . 0.  .           !
 1990.1!                  +*                  !!           .  .0 .           !
 1990.2!                   *+                 !!           . 0.  .           !
 1990.3!                   +*                 !!           .  .0 .           !
 1990.4!                  * +                 !!           . 0.  .           !
 1991.1!                   +                  !!           .  0  .           !
 1991.2!                   + *                !!           .  .0 .           !
 1991.3!                     +                !!           .  0  .           !
 1991.4!                     +                !!           .  0  .           !
 1992.1!                     *+               !!           .  0  .           !
 1992.2!                     +                !!           . 0.  .           !
 1992.3!                     +    *           !!           .  .  0           !
 1992.4!                       *  +           !!           .0 .  .           !
 1993.1!                      *+              !!           . 0.  .           !
 1993.2!                       +              !!           .  0  .           !
 1993.3!                       +  *           !!           .  . 0.           !
 1993.4!                         *+           !!           .  0  .           !
 1994.1!                         +            !!           .  0  .           !
 1994.2!                        *+            !!           . 0.  .           !
 1994.3!                        + *           !!           .  . 0.           !
 1994.4!                          +  *        !!           .  . 0.           !
 1995.1!                          *  +        !!           .0 .  .           !
 1995.2!                          +           !!           .  0  .           !
 1995.3!                        * +           !!           . 0.  .           !
 1995.4!                      * +             !!           .0 .  .           !
 1996.1!                      +   *           !!           .  .  0           !
 1996.2!                          +*          !!           .  0  .           !
 1996.3!                          *+          !!           . 0.  .           !
 1996.4!                          +*          !!           .  .0 .           !
 1997.1!                          *+          !!           . 0.  .           !
 1997.2!                         *+           !!           . 0.  .           !
 1997.3!                         + *          !!           .  .0 .           !
 1997.4!                          *+          !!           . 0.  .           !
 1998.1!                          +*          !!           .  .0 .           !
 1998.2!                           +          !!           .  0  .           !
 1998.3!                           + *        !!           .  .0 .           !
 1998.4!                            *+        !!           .  0  .           !
 1999.1!                            +*        !!           .  .0 .           !
 1999.2!                            *+        !!           . 0.  .           !
 1999.3!                            +         !!           .  0  .           !
 1999.4!                            +         !!           .  0  .           !
 2000.1!                            + *       !!           .  .0 .           !
 2000.2!                             +        !!           . 0.  .           !
 2000.3!                            +*        !!           .  0  .           !
 2000.4!                             +        !!           .  0  .           !
 2001.1!                             + *      !!           .  . 0.           !
 2001.2!                               +      !!           .  0  .           !
 2001.3!                               +*     !!           .  .0 .           !
 2001.4!                               +*     !!           .  0  .           !
 2002.1!                               + *    !!           .  .0 .           !
 2002.2!                                +     !!           .  0  .           !
 2002.3!                                +*    !!           .  .0 .           !
 2002.4!                                 +    !!           .  0  .           !
 2003.1!                                +*    !!           .  0  .           !
 2003.2!                               *+     !!           .  0  .           !
 2003.3!                               +*     !!           .  0  .           !
 2003.4!                               + *    !!           .  .0 .           !
 2004.1!                                +*    !!           .  .0 .           !
 2004.2!                                *+    !!           . 0.  .           !
 2004.3!                               +*     !!           .  0  .           !
 2004.4!                                +     !!           .  0  .           !
 2005.1!                                +  *  !!           .  . 0.           !
 2005.2!                                * +   !!           . 0.  .           !
 2005.3!                                +     !!           .  0  .           !
 2005.4!                                +     !!           .  0  .           !
 2006.1!                                +*    !!           .  .0 .           !
 2006.2!                                +     !!           .  0  .           !
 2006.3!                                +*    !!           .  .0 .           !
 2006.4!                                +     !!           .  0  .           !
 2007.1!                               + *    !!           .  .0 .           !
 2007.2!                                +     !!           .  0  .           !
 2007.3!                                +     !!           .  .0 .           !
 2007.4!                                +*    !!           .  .0 .           !
 2008.1!                                +     !!           .  0  .           !
 2008.2!                               +*     !!           .  .0 .           !
 2008.3!                                + *   !!           .  . 0.           !
 2008.4!                                 + *  !!           .  .0 .           !
 2009.1!                                  +   !!           .  0  .           !
 2009.2!                                *+    !!           . 0.  .           !
 2009.3!                                +     !!           .  0  .           !
 2009.4!                               + *    !!           .  .0 .           !
 2010.1!                                + *   !!           .  .0 .           !
 2010.2!                                *+    !!           . 0.  .           !
 2010.3!                                +     !!           .  0  .           !
 2010.4!                                +*    !!           .  .0 .           !
 2011.1!                                +   * !!           .  .  0           !
 2011.2!                                  *+  !!           . 0.  .           !
 2011.3!                                 + *  !!           .  .0 .           !
 2011.4!                                  + * !!           .  .0 .           !
 2012.1!                                   +  !!           .  .0 .           !
 2012.2!                                   +* !!           .  .0 .           !
 2012.3!                                   +  *!           .  . 0.           !
 2012.4!                                     +!!           .  0  .           !


     14.81 percent of the residuals exceed 1 SE
      5.93 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAME=MAPX$Q/MEPMM;                                                     
 GENR LAAMAME=LOG(AAMAME+.00001);                                             
 GENR LAMAME=LOG(AMAME+.00001);                                               
 LHS AAMAME=EXP(LAAMAME)-.00001;                                              
  EQ 2139 LAAMAME C LAMAME(-1) PMAME;                                         
EQUATION 1314  LAAMAME  
   RHS     C  LAMAME(-1)  PMAME  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST 1314 PLOT=0;END;                                                     

Equation number = 1314
**********************

Dependent variable = LAAMAME 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -6.453717988

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.203770441       0.165616818  -1.23037     1.000000
14351 LAMAME  ( -1)       0.863334497       0.030800444  28.02994    -6.460732
14349 PMAME   (  0)      -0.619289605       0.148206177  -4.17857     1.085396

SE of equation            =     0.394226833
Sum of squared residuals  =  27.8192484       0.286082269E-11
Average absolute error    =     0.254434490
Sum of ABS residuals      =  46.3070772    
R squared                 =   0.89331
Durbin-Watson statistic   =   2.39059
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3!                        +             !!           .  0  .           !
 1967.4!                       +*             !!           .  0  .           !
 1968.1!                      * +             !!           . 0.  .           !
 1968.2!                       +              !!           .  0  .           !
 1968.3!                       + *            !!           .  . 0.           !
 1968.4!                         + *          !!           .  . 0.           !
 1969.1!                           + *        !!           .  . 0.           !
 1969.2!                            +*        !!           .  .0 .           !
 1969.3!                            +*        !!           .  .0 .           !
 1969.4!                             +        !!           .  0  .           !
 1970.1!                           *+         !!           . 0.  .           !
 1970.2!                         *+           !!           . 0.  .           !
 1970.3!                         +            !!           .  0  .           !
 1970.4!                         +            !!           .  0  .           !
 1971.1!                        *+            !!           . 0.  .           !
 1971.2!                      *+              !!           . 0.  .           !
 1971.3!                      +               !!           . 0.  .           !
 1971.4!                     *+               !!           . 0.  .           !
 1972.1!                     *+               !!           . 0.  .           !
 1972.2!                      +               !!           .  0  .           !
 1972.3!                      *+              !!           . 0.  .           !
 1972.4!                       +              !!           .  0  .           !
 1973.1!                       *+             !!           . 0.  .           !
 1973.2!                      +*              !!           .  .0 .           !
 1973.3!                      +               !!           .  0  .           !
 1973.4!                     + *              !!           .  . 0.           !
 1974.1!                    +*                !!           .  .0 .           !
 1974.2!                   +*                 !!           .  .0 .           !
 1974.3!                   +*                 !!           .  . 0.           !
 1974.4!                  +*                  !!           .  .0 .           !
 1975.1!                 + *                  !!           .  . 0.           !
 1975.2!                *  +                  !!          0.  .  .           !
 1975.3!                +    *                !!           .  .  .  0        !
 1975.4!                 *   +                !!         0 .  .  .           !
 1976.1!                  +   *               !!           .  .  . 0         !
 1976.2!                      +  *            !!           .  .  0           !
 1976.3!                        +             !!           .  0  .           !
 1976.4!                      *+              !!           .0 .  .           !
 1977.1!                      +  *            !!           .  .  .0          !
 1977.2!                      * +             !!           0  .  .           !
 1977.3!                    +                 !!           .  0  .           !
 1977.4!                   + *                !!           .  . 0.           !
 1978.1!                *   +                 !!         0 .  .  .           !
 1978.2!                +  *                  !!           .  .  .0          !
 1978.3!              *    +                  !!         0 .  .  .           !
 1978.4!              +     *                 !!           .  .  .   0       !
 1979.1!                 *  +                 !!           0  .  .           !
 1979.2!                +                     !!           .  0  .           !
 1979.3!               +                      !!           .  0  .           !
 1979.4!               +    *                 !!           .  .  .  0        !
 1980.1!                 *+                   !!           . 0.  .           !
 1980.2!      *         +                     !!  0        .  .  .           !
 1980.3!       +   *                          !!           .  .  . 0         !
 1980.4!            + *                       !!           .  .  0           !
 1981.1!              +                       !!           .  0  .           !
 1981.2!         *    +                       !!        0  .  .  .           !
 1981.3!           +*                         !!           .  . 0.           !
 1981.4!          *  +                        !!           0  .  .           !
 1982.1!           + *                        !!           .  .  0           !
 1982.2!              + *                     !!           .  . 0.           !
 1982.3!         *      +                     !!     0     .  .  .           !
 1982.4*          +                           !! 0         .  .  .           !
 1983.1!  +            *                      !!           .  .  .           0
 1983.2!                +*                    !!           .  .0 .           !
 1983.3!               * +                    !!           .0 .  .           !
 1983.4!               +*                     !!           .  .0 .           !
 1984.1!     *          +                     !! 0         .  .  .           !
 1984.2!      +  *                            !!           .  .  .0          !
 1984.3!          +    *                      !!           .  .  .  0        !
 1984.4!             * +                      !!           .0 .  .           !
 1985.1!           *  +                       !!           0  .  .           !
 1985.2!            +                         !!           . 0.  .           !
 1985.3!             + *                      !!           .  . 0.           !
 1985.4!                + *                   !!           .  . 0.           !
 1986.1!                   +*                 !!           .  .0 .           !
 1986.2!                    * +               !!           0  .  .           !
 1986.3!                   *  +               !!          0.  .  .           !
 1986.4!                *    +                !!        0  .  .  .           !
 1987.1!               *  +                   !!           0  .  .           !
 1987.2!               *  +                   !!           0  .  .           !
 1987.3!                *+                    !!           .0 .  .           !
 1987.4!                  +*                  !!           .  .0 .           !
 1988.1!                  *  +                !!           0  .  .           !
 1988.2!                    +                 !!           .  0  .           !
 1988.3!               *      +               !!      0    .  .  .           !
 1988.4!                  +*                  !!           .  .0 .           !
 1989.1!                  *  +                !!           0  .  .           !
 1989.2!                    +                 !!           .  .0 .           !
 1989.3!                      + *             !!           .  . 0.           !
 1989.4!                       *  +           !!           0  .  .           !
 1990.1!                         +            !!           .  .0 .           !
 1990.2!                           + *        !!           .  .  0           !
 1990.3!                            * +       !!           0  .  .           !
 1990.4!                          * +         !!           .0 .  .           !
 1991.1!                           +*         !!           .  .0 .           !
 1991.2!                             +        !!           .  0  .           !
 1991.3!                              +       !!           .  0  .           !
 1991.4!                             * +      !!           . 0.  .           !
 1992.1!                           *  +       !!           0  .  .           !
 1992.2!                            + *       !!           .  . 0.           !
 1992.3!                              *+      !!           . 0.  .           !
 1992.4!                              +*      !!           .  .0 .           !
 1993.1!                             * +      !!           0  .  .           !
 1993.2!                             +*       !!           .  .0 .           !
 1993.3!                               +  *   !!           .  .  0           !
 1993.4!                                  +   *!           .  .  . 0         !
 1994.1!                                    * +!           . 0.  .           !
 1994.2!                                  * + !!           .0 .  .           !
 1994.3!                                  +   !!           .  0  .           !
 1994.4!                                 + *  !!           .  .  0           !
 1995.1!                                  +   !!           .  0  .           !
 1995.2!                                 +*   !!           .  .0 .           !
 1995.3!                                  +   !!           .  .0 .           !
 1995.4!                                  +   !!           .  0  .           !
 1996.1!                                * +   !!           . 0.  .           !
 1996.2!                              * +     !!           0  .  .           !
 1996.3!                            * +       !!           .0 .  .           !
 1996.4!                            +         !!           .  0  .           !
 1997.1!                            + *       !!           .  . 0.           !
 1997.2!                              +       !!           .  0  .           !
 1997.3!                              +       !!           . 0.  .           !
 1997.4!                              + *     !!           .  . 0.           !
 1998.1!                              * +     !!           .0 .  .           !
 1998.2!                              +*      !!           .  .0 .           !
 1998.3!                               +      !!           .  0  .           !
 1998.4!                             * +      !!           0  .  .           !
 1999.1!                            *+        !!           . 0.  .           !
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 1999.3!                            *+        !!           . 0.  .           !
 1999.4!                            +  *      !!           .  .  0           !
 2000.1!                              *+      !!           .  0  .           !
 2000.2!                              + *     !!           .  . 0.           !
 2000.3!                               + *    !!           .  . 0.           !
 2000.4!                                 + *  !!           .  .  0           !
 2001.1!                                  +   !!           .  0  .           !
 2001.2!                                 +    !!           .  0  .           !
 2001.3!                                *+    !!           . 0.  .           !
 2001.4!                               + *    !!           .  . 0.           !
 2002.1!                                +*    !!           .  .0 .           !
 2002.2!                                +     !!           .  0  .           !
 2002.3!                               +      !!           .  0  .           !
 2002.4!                               +*     !!           .  . 0.           !
 2003.1!                                +     !!           .  0  .           !
 2003.2!                               +      !!           .  0  .           !
 2003.3!                               +      !!           .  .0 .           !
 2003.4!                               +*     !!           .  . 0.           !
 2004.1!                                +     !!           .  0  .           !
 2004.2!                                +*    !!           .  . 0.           !
 2004.3!                               * +    !!           .0 .  .           !
 2004.4!                               +*     !!           .  . 0.           !
 2005.1!                               *+     !!           . 0.  .           !
 2005.2!                               +      !!           .  0  .           !
 2005.3!                               +      !!           .  .0 .           !
 2005.4!                               +  *   !!           .  .  0           !
 2006.1!                                *+    !!           . 0.  .           !
 2006.2!                                +*    !!           .  . 0.           !
 2006.3!                                 +    !!           .  0  .           !
 2006.4!                                 +*   !!           .  .0 .           !
 2007.1!                                 +*   !!           .  .0 .           !
 2007.2!                                 +*   !!           .  .0 .           !
 2007.3!                                 + *  !!           .  . 0.           !
 2007.4!                                  + * !!           .  . 0.           !
 2008.1!                                   +  !!           .  0  .           !
 2008.2!                                   +  *!           .  .  0           !
 2008.3!                                     +!!           .  0  .           !
 2008.4!                                    + !!           .  0  .           !
 2009.1!                                   +  !!           . 0.  .           !
 2009.2!                                  +*  !!           .  .0 .           !
 2009.3!                                  +*  !!           .  .0 .           !
 2009.4!                                  +  *!!           .  .  0           !
 2010.1!                                    + *!           .  . 0.           !
 2010.2!                                    *+!!           . 0.  .           !
 2010.3!                                   +  !!           . 0.  .           !
 2010.4!                                  + * !!           .  . 0.           !
 2011.1!                                    + !!           .  .0 .           !
 2011.2!                                   *+ !!           .  0  .           !
 2011.3!                                   +  !!           .  0  .           !
 2011.4!                                  +*  !!           .  .0 .           !
 2012.1!                                   +  !!           .  0  .           !
 2012.2!                                  *+  !!           . 0.  .           !
 2012.3!                                 *+   !!           . 0.  .           !
 2012.4!                                 +    !!           .  0  .           !


     19.78 percent of the residuals exceed 1 SE
      3.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPAME=PAPX$Q/MEPMM;                                                     
 GENR LAAPAME=LOG(AAPAME+.00001);                                             
 GENR LAPAME=LOG(APAME+.00001);                                               
 LHS AAPAME=EXP(LAAPAME)-.00001;                                              
  EQ 2140 LAAPAME C LAPAME(-1) PPAME;                                         
EQUATION 1315  LAAPAME  
   RHS     C  LAPAME(-1)  PPAME  
 SMPL 1984.3 2012.4;                                                          
Sample period is now  1984.3 to  2012.4 Internally:   131 to   244
 OLS;EST 1315 PLOT=0;END;                                                     

Equation number = 1315
**********************

Dependent variable = LAAPAME 

 1984.3 -   2012.4,    0 missing obs.,  114 obs. used.

Mean of dependent variable       -8.829260855

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.045845220       0.423871594   0.10816     1.000000
14354 LAPAME  ( -1)       0.906160203       0.034010387  26.64363    -8.857232
14352 PPAME   (  0)      -0.774269646       0.362945653  -2.13329     1.096562

SE of equation            =     0.374758421
Sum of squared residuals  =  15.5892700      -0.223163710E-10
Average absolute error    =     0.263483657
Sum of ABS residuals      =  30.0371369    
R squared                 =   0.88067
Durbin-Watson statistic   =   2.57375
SMPL and No. Obs.         = 1984.3   2012.4    114

Plot of actual(*) and fitted(+) values and residuals(0)


 1984.3*  +                                   !!          .0  .   .          !
 1984.4* +                                    !!          . 0 .   .          !
 1985.1!  +                                   !!          .   0   .          !
 1985.2!    +  *                              !!          .   .   0          !
 1985.3!        *+                            !!          .  0.   .          !
 1985.4!         +     *                      !!          .   .   . 0        !
 1986.1!          *    +                      !!         0.   .   .          !
 1986.2!         * +                          !!          . 0 .   .          !
 1986.3!         + *                          !!          .   .  0.          !
 1986.4!       *   +                          !!          0   .   .          !
 1987.1!       +    *                         !!          .   .   .0         !
 1987.2!         *  +                         !!          .0  .   .          !
 1987.3!          +        *                  !!          .   .   .     0    !
 1987.4!     *             +                  !0          .   .   .          !
 1988.1!      +   *                           !!          .   .   0          !
 1988.2!   *       +                          !!      0   .   .   .          !
 1988.3!    *+                                !!          .  0.   .          !
 1988.4!     * +                              !!          .  0.   .          !
 1989.1!        + *                           !!          .   .  0.          !
 1989.2!           *+                         !!          . 0 .   .          !
 1989.3!           * +                        !!          . 0 .   .          !
 1989.4!          * +                         !!          .0  .   .          !
 1990.1!           + *                        !!          .   .  0.          !
 1990.2!          *    +                      !!         0.   .   .          !
 1990.3!   *        +                         !!     0    .   .   .          !
 1990.4!     +                                !!          .   0   .          !
 1991.1!        +                             !!          .   0   .          !
 1991.2!          +  *                        !!          .   .  0.          !
 1991.3!   *          +                       !!  0       .   .   .          !
 1991.4!      +         *                     !!          .   .   .      0   !
 1992.1!                 +  *                 !!          .   . 0 .          !
 1992.2!                  *  +                !!          0   .   .          !
 1992.3!                    +                 !!          .   0   .          !
 1992.4!                  *  +                !!          0   .   .          !
 1993.1!                   +  *               !!          .   . 0 .          !
 1993.2!               *       +              !!      0   .   .   .          !
 1993.3!                 +           *        !!          .   .   .       0  !
 1993.4!                             *+       !!          .  0.   .          !
 1994.1!                           *  +       !!          .0  .   .          !
 1994.2!                           +          !!          .   0   .          !
 1994.3!                      *    +          !!        0 .   .   .          !
 1994.4!                      +  *            !!          .   .  0.          !
 1995.1!                      * +             !!          . 0 .   .          !
 1995.2!                  *   +               !!         0.   .   .          !
 1995.3!        *         +                   !!   0      .   .   .          !
 1995.4!    *    +                            !!         0.   .   .          !
 1996.1!      +                               !!          .   0   .          !
 1996.2!        +   *                         !!          .   .   0          !
 1996.3!            *+                        !!          .  0.   .          !
 1996.4!              +   *                   !!          .   .   .0         !
 1997.1!                   +  *               !!          .   .  0.          !
 1997.2!                     *+               !!          .  0.   .          !
 1997.3!                    +*                !!          .   .0  .          !
 1997.4!                     +   *            !!          .   .   .0         !
 1998.1!                        +*            !!          .   .0  .          !
 1998.2!                        +             !!          .  0.   .          !
 1998.3!                      +               !!          .  0.   .          !
 1998.4!                     +*               !!          .   . 0 .          !
 1999.1!                   * +                !!          .0  .   .          !
 1999.2!                  +        *          !!          .   .   .    0     !
 1999.3!                       *  +           !!          .0  .   .          !
 1999.4!                     * +              !!          .0  .   .          !
 2000.1!                     +                !!          .   0   .          !
 2000.2!                     *+               !!          .  0.   .          !
 2000.3!                      +  *            !!          .   .  0.          !
 2000.4!                         +            !!          .   0   .          !
 2001.1!                       * +            !!          .0  .   .          !
 2001.2!                        +  *          !!          .   .  0.          !
 2001.3!                          *+          !!          .  0.   .          !
 2001.4!                           +          !!          .   0   .          !
 2002.1!                           +   *      !!          .   .  0.          !
 2002.2!                               +   *  !!          .   .   0          !
 2002.3!                                 * +  !!          .0  .   .          !
 2002.4!                                 +*   !!          .   .0  .          !
 2003.1!                              *   +   !!         0.   .   .          !
 2003.2!                              +      *!!          .   .   .  0       !
 2003.3!                                    + !!          .  0.   .          !
 2003.4!                                *  +  !!          0   .   .          !
 2004.1!                             * +      !!          . 0 .   .          !
 2004.2!                             +   *    !!          .   .   0          !
 2004.3!                                *+    !!          .  0.   .          !
 2004.4!                                + *   !!          .   .0  .          !
 2005.1!                                 *+   !!          .  0.   .          !
 2005.2!                                *+    !!          .  0.   .          !
 2005.3!                               *+     !!          .  0.   .          !
 2005.4!                              * +     !!          . 0 .   .          !
 2006.1!                              +      *!!          .   .   .  0       !
 2006.2!                                    +*!!          .   .0  .          !
 2006.3!                                     +*!          .   0   .          !
 2006.4!                                     +*!          .   .0  .          !
 2007.1!                                    * +!          . 0 .   .          !
 2007.2!                                    +*!!          .   .0  .          !
 2007.3!                                     +!!          .   0   .          !
 2007.4!                                     +!!          .   .0  .          !
 2008.1!                                     +!!          .   0   .          !
 2008.2!                                    +*!!          .   .0  .          !
 2008.3!                                     +!!          .   0   .          !
 2008.4!                                     +!!          .   0   .          !
 2009.1!                                *   + !!          0   .   .          !
 2009.2!                                +*    !!          .   .0  .          !
 2009.3!                               * +    !!          . 0 .   .          !
 2009.4!                               +*     !!          .   .0  .          !
 2010.1!                                +    *!!          .   .   .0         !
 2010.2!                                   *+ !!          .   0   .          !
 2010.3!                                  +  *!!          .   .  0.          !
 2010.4!                                   + *!!          .   .0  .          !
 2011.1!                                   +* !!          .   .0  .          !
 2011.2!                                  + * !!          .   . 0 .          !
 2011.3!                                  +  *!!          .   .  0.          !
 2011.4!                                   +* !!          .   .0  .          !
 2012.1!                                  +   !!          .   .0  .          !
 2012.2!                                + *   !!          .   . 0 .          !
 2012.3!                                 +  * !!          .   .   0          !
 2012.4!                                  + * !!          .   . 0 .          !


     21.93 percent of the residuals exceed 1 SE
      7.02 percent of the residuals exceed 2 SE
@EQ  2141 LAAPHME C LAPHME(-1) PPHME;SMPL 1978.4 2012.4;OLS;EST 2141 PLOT=0;EN
@EQ  2142 LAATHME C LATHME(-1) PTHME;SMPL 1983.4 2012.4;OLS;EST 2142 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHME=CHPX$Q/MEPMM;                                                     
 GENR LAACHME=LOG(AACHME+.00001);                                             
 GENR LACHME=LOG(ACHME+.00001);                                               
 LHS AACHME=EXP(LAACHME)-.00001;                                              
  EQ 2143 LAACHME C LACHME(-1) PCHME;                                         
EQUATION 1316  LAACHME  
   RHS     C  LACHME(-1)  PCHME  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1316 PLOT=0;END;                                                     

Equation number = 1316
**********************

Dependent variable = LAACHME 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.203048240

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       1.473094126       1.824988614   0.80718     1.000000
14357 LACHME  ( -1)       0.955116693       0.028417139  33.61059    -5.233535
14355 PCHME   (  0)      -1.636399315       1.833865537  -0.89232     1.025120

SE of equation            =     0.532144761
Sum of squared residuals  =  34.8308998       0.687445656E-10
Average absolute error    =     0.339121365
Sum of ABS residuals      =  42.7292920    
R squared                 =   0.91844
Durbin-Watson statistic   =   2.77460
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                +                     !!          .   0   .          !
 1981.4!           *    +                     !!       0  .   .   .          !
 1982.1!        *  +                          !!          .0  .   .          !
 1982.2!        +     *                       !!          .   .   . 0        !
 1982.3!         *    +                       !!        0 .   .   .          !
 1982.4!         +*                           !!          .   . 0 .          !
 1983.1!          *+                          !!          .  0.   .          !
 1983.2!   *      +                           !!     0    .   .   .          !
 1983.3!   +       *                          !!          .   .   .    0     !
 1983.4*           +                          !0          .   .   .          !
 1984.1!+       *                             !!          .   .   .     0    !
 1984.2! *      +                             !!     0    .   .   .          !
 1984.3! +*                                   !!          .   0   .          !
 1984.4!  +           *                       !!          .   .   .          0
 1985.1!              +                       !!          .   .0  .          !
 1985.2!              +  *                    !!          .   .  0.          !
 1985.3!       *        +                     !!  0       .   .   .          !
 1985.4!        +                             !!          .   .0  .          !
 1986.1!       * +                            !!          . 0 .   .          !
 1986.2!       +   *                          !!          .   .   .0         !
 1986.3!            +                         !!          .   0   .          !
 1986.4!    *        +                        !!   0      .   .   .          !
 1987.1!     +*                               !!          .   .0  .          !
 1987.2!       + *                            !!          .   .  0.          !
 1987.3!       *  +                           !!          0   .   .          !
 1987.4!        +*                            !!          .   .0  .          !
 1988.1!         *+                           !!          . 0 .   .          !
 1988.2!     *    +                           !!        0 .   .   .          !
 1988.3!      + *                             !!          .   . 0 .          !
 1988.4!         + *                          !!          .   .  0.          !
 1989.1!      *     +                         !!       0  .   .   .          !
 1989.2!       + *                            !!          .   . 0 .          !
 1989.3!         +   *                        !!          .   .   0          !
 1989.4!              +*                      !!          .   . 0 .          !
 1990.1!                +*                    !!          .   . 0 .          !
 1990.2!                  + *                 !!          .   .  0.          !
 1990.3!                 *   +                !!          0   .   .          !
 1990.4!                * +                   !!          . 0 .   .          !
 1991.1!             *   +                    !!         0.   .   .          !
 1991.2!              +*                      !!          .   . 0 .          !
 1991.3!                +*                    !!          .   .0  .          !
 1991.4!                * +                   !!          . 0 .   .          !
 1992.1!               * +                    !!          . 0 .   .          !
 1992.2!               + *                    !!          .   . 0 .          !
 1992.3!                 +*                   !!          .   .0  .          !
 1992.4!                  +  *                !!          .   .  0.          !
 1993.1!                  *  +                !!          .0  .   .          !
 1993.2!                  *+                  !!          .  0.   .          !
 1993.3!                 *+                   !!          .  0.   .          !
 1993.4!                 *+                   !!          .   0   .          !
 1994.1!               *  +                   !!          .0  .   .          !
 1994.2!                +*                    !!          .   . 0 .          !
 1994.3!                  +*                  !!          .   .0  .          !
 1994.4!                   +*                 !!          .   .0  .          !
 1995.1!                 *   +                !!         0.   .   .          !
 1995.2!                 + *                  !!          .   .  0.          !
 1995.3!                  * +                 !!          .0  .   .          !
 1995.4!                  +  *                !!          .   .  0.          !
 1996.1!                 *   +                !!         0.   .   .          !
 1996.2!                  +*                  !!          .   . 0 .          !
 1996.3!                  * +                 !!          . 0 .   .          !
 1996.4!                   +                  !!          .   0   .          !
 1997.1!                   +                  !!          .  0.   .          !
 1997.2!                   +*                 !!          .   .0  .          !
 1997.3!                    +*                !!          .   . 0 .          !
 1997.4!                      +               !!          .   0   .          !
 1998.1!                    * +               !!          . 0 .   .          !
 1998.2!                     + *              !!          .   .  0.          !
 1998.3!                       +*             !!          .   .0  .          !
 1998.4!                       *+             !!          .  0.   .          !
 1999.1!                    *  +              !!          0   .   .          !
 1999.2!                    +  *              !!          .   .   0          !
 1999.3!                       +*             !!          .   .0  .          !
 1999.4!                        +             !!          .   0   .          !
 2000.1!                        +             !!          .   .0  .          !
 2000.2!                        +             !!          .   0   .          !
 2000.3!                        +*            !!          .   .0  .          !
 2000.4!                         +            !!          .   0   .          !
 2001.1!                        *+            !!          .   0   .          !
 2001.2!                        +  *          !!          .   .  0.          !
 2001.3!                          + *         !!          .   . 0 .          !
 2001.4!                           +          !!          .   0   .          !
 2002.1!                           +*         !!          .   .0  .          !
 2002.2!                           + *        !!          .   . 0 .          !
 2002.3!                             +*       !!          .   . 0 .          !
 2002.4!                              +       !!          .   0   .          !
 2003.1!                             +        !!          .  0.   .          !
 2003.2!                             +*       !!          .   . 0 .          !
 2003.3!                              +       !!          .   0   .          !
 2003.4!                              +*      !!          .   .0  .          !
 2004.1!                              +       !!          .  0.   .          !
 2004.2!                              +*      !!          .   . 0 .          !
 2004.3!                               +*     !!          .   .0  .          !
 2004.4!                                +*    !!          .   .0  .          !
 2005.1!                               *+     !!          . 0 .   .          !
 2005.2!                               +      !!          .   .0  .          !
 2005.3!                               +*     !!          .   .0  .          !
 2005.4!                                +     !!          .   0   .          !
 2006.1!                                +     !!          .   0   .          !
 2006.2!                                +*    !!          .   . 0 .          !
 2006.3!                                 +*   !!          .   .0  .          !
 2006.4!                                  +   !!          .   0   .          !
 2007.1!                                  +   !!          .   0   .          !
 2007.2!                                 + *  !!          .   . 0 .          !
 2007.3!                                   +  !!          .   0   .          !
 2007.4!                                   +  !!          .   0   .          !
 2008.1!                                  *+  !!          .  0.   .          !
 2008.2!                                  +*  !!          .   .0  .          !
 2008.3!                                   +  !!          .   0   .          !
 2008.4!                                   +  !!          .   0   .          !
 2009.1!                                  *+  !!          .  0.   .          !
 2009.2!                                  +*  !!          .   . 0 .          !
 2009.3!                                   +* !!          .   .0  .          !
 2009.4!                                    + !!          .   0   .          !
 2010.1!                                   *+ !!          .  0.   .          !
 2010.2!                                   +* !!          .   . 0 .          !
 2010.3!                                    +*!!          .   . 0 .          !
 2010.4!                                    *+!!          .   0   .          !
 2011.1!                                    + !!          .   0   .          !
 2011.2!                                    +*!!          .   . 0 .          !
 2011.3!                                    +*!!          .   .0  .          !
 2011.4!                                     +!!          .   0   .          !
 2012.1!                                    *+!!          .  0.   .          !
 2012.2!                                    +*!!          .   . 0 .          !
 2012.3!                                     +*!          .   . 0 .          !
 2012.4!                                     *+!          .   0   .          !


     16.67 percent of the residuals exceed 1 SE
      6.35 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PARME=ARPX$Q/MEPMM;                                                     
 GENR LAAARME=LOG(AAARME+.00001);                                             
 GENR LAARME=LOG(AARME+.00001);                                               
 LHS AAARME=EXP(LAAARME)-.00001;                                              
  EQ 2144 LAAARME C LAARME(-1) PARME;                                         
EQUATION 1317  LAAARME  
   RHS     C  LAARME(-1)  PARME  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1317 PLOT=0;END;                                                     

Equation number = 1317
**********************

Dependent variable = LAAARME 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.311332283

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.688507084       0.380632944  -4.43605     1.000000
14360 LAARME  ( -1)       0.602886939       0.058477481  10.30973    -5.309596
14358 PARME   (  0)      -0.394331051       0.255979116  -1.54048     1.069506

SE of equation            =     0.460514791
Sum of squared residuals  =  39.2336664       0.196891392E-10
Average absolute error    =     0.325960939
Sum of ABS residuals      =  61.2806566    
R squared                 =   0.38722
Durbin-Watson statistic   =   1.91569
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!             *+                       !!          .   0   .          !
 1966.2!              +                       !!          .   0   .          !
 1966.3!               + *                    !!          .   .0  .          !
 1966.4!                +                     !!          .   0   .          !
 1967.1!              * +                     !!          . 0 .   .          !
 1967.2!               +  *                   !!          .   . 0 .          !
 1967.3!               * +                    !!          . 0 .   .          !
 1967.4!               +*                     !!          .   .0  .          !
 1968.1!            *   +                     !!          .0  .   .          !
 1968.2!             +  *                     !!          .   . 0 .          !
 1968.3!                +                     !!          .   0   .          !
 1968.4!                + *                   !!          .   . 0 .          !
 1969.1!                 +*                   !!          .   .0  .          !
 1969.2!                 +*                   !!          .   .0  .          !
 1969.3!                 +*                   !!          .   .0  .          !
 1969.4!                 +                    !!          .   0   .          !
 1970.1!                 +*                   !!          .   .0  .          !
 1970.2!                 +                    !!          .   0   .          !
 1970.3!                + *                   !!          .   . 0 .          !
 1970.4!                 +                    !!          .   0   .          !
 1971.1!                +*                    !!          .   .0  .          !
 1971.2!                +   *                 !!          .   .  0.          !
 1971.3!                  +                   !!          .   0   .          !
 1971.4!                 + *                  !!          .   .0  .          !
 1972.1!                  +                   !!          .   0   .          !
 1972.2!                 +  *                 !!          .   .  0.          !
 1972.3!                  +  *                !!          .   . 0 .          !
 1972.4!                   +*                 !!          .   .0  .          !
 1973.1!                  +  *                !!          .   . 0 .          !
 1973.2!                   +                  !!          .   0   .          !
 1973.3!                 *+                   !!          .  0.   .          !
 1973.4!                + *                   !!          .   . 0 .          !
 1974.1!                 + *                  !!          .   .0  .          !
 1974.2!                  +  *                !!          .   . 0 .          !
 1974.3!                 * +                  !!          . 0 .   .          !
 1974.4!                +    *                !!          .   .   0          !
 1975.1!                   +         *        !!          .   .   .   0      !
 1975.2!                        +             *!          .   .   .      0   !
 1975.3!                             +      * !!          .   .   . 0        !
 1975.4!                           *+         !!          .  0.   .          !
 1976.1!                  *    +              !!          0   .   .          !
 1976.2!                 +    *               !!          .   .   0          !
 1976.3!                    + *               !!          .   . 0 .          !
 1976.4!                 *  +                 !!          . 0 .   .          !
 1977.1!              *  +                    !!          . 0 .   .          !
 1977.2!               +           *          !!          .   .   .    0     !
 1977.3!                       +       *      !!          .   .   .  0       !
 1977.4!                  *      +            !!        0 .   .   .          !
 1978.1!                 +        *           !!          .   .   .  0       !
 1978.2!                      +   *           !!          .   .  0.          !
 1978.3!                      +     *         !!          .   .   .0         !
 1978.4!                    *   +             !!          .0  .   .          !
 1979.1!                   +   *              !!          .   .   0          !
 1979.2!                    +   *             !!          .   .  0.          !
 1979.3!                   * +                !!          . 0 .   .          !
 1979.4!                  +     *             !!          .   .   0          !
 1980.1!                 *   +                !!          .0  .   .          !
 1980.2!                 +*                   !!          .   .0  .          !
 1980.3!               *  +                   !!          . 0 .   .          !
 1980.4!                +   *                 !!          .   .   0          !
 1981.1!             *     +                  !!         0.   .   .          !
 1981.2!              +              *        !!          .   .   .       0  !
 1981.3!                        +    *        !!          .   .   0          !
 1981.4!                 *      +             !!        0 .   .   .          !
 1982.1!             *  +                     !!          .0  .   .          !
 1982.2!              +    *                  !!          .   .   0          !
 1982.3!                  +       *           !!          .   .   .  0       !
 1982.4!    *                 +               !0          .   .   .          !
 1983.1!      * +                             !!          . 0 .   .          !
 1983.2!          + *                         !!          .   .0  .          !
 1983.3!     *        +                       !!       0  .   .   .          !
 1983.4!        * +                           !!          .  0.   .          !
 1984.1!           +         *                !!          .   .   .   0      !
 1984.2!                   +               *  !!          .   .   .        0 !
 1984.3!                    *       +         !!       0  .   .   .          !
 1984.4!     *            +                   !!    0     .   .   .          !
 1985.1!         +      *                     !!          .   .   .0         !
 1985.2!                +                 *   !!          .   .   .          0
 1985.3!                           +     *    !!          .   .   .0         !
 1985.4!               *          +           !!     0    .   .   .          !
 1986.1!            *  +                      !!          .0  .   .          !
 1986.2!              +        *              !!          .   .   .  0       !
 1986.3!                    +      *          !!          .   .   .0         !
 1986.4!                       +   *          !!          .   .   0          !
 1987.1!          *            +              !!   0      .   .   .          !
 1987.2!  *         +                         !!     0    .   .   .          !
 1987.3!      * +                             !!          . 0 .   .          !
 1987.4!   *      +                           !!        0 .   .   .          !
 1988.1!        +      *                      !!          .   .   . 0        !
 1988.2!                +*                    !!          .   .0  .          !
 1988.3!                 +                    !!          .   0   .          !
 1988.4!                *+                    !!          .  0.   .          !
 1989.1!              * +                     !!          . 0 .   .          !
 1989.2!               +  *                   !!          .   . 0 .          !
 1989.3!                * +                   !!          .  0.   .          !
 1989.4!             *  +                     !!          .0  .   .          !
 1990.1!              +        *              !!          .   .   .  0       !
 1990.2!                    + *               !!          .   .0  .          !
 1990.3!                    + *               !!          .   .0  .          !
 1990.4!                    +*                !!          .   .0  .          !
 1991.1!                *   +                 !!          .0  .   .          !
 1991.2!                +                     !!          .   0   .          !
 1991.3!                +   *                 !!          .   .  0.          !
 1991.4!              *    +                  !!          0   .   .          !
 1992.1!         *     +                      !!         0.   .   .          !
 1992.2!            +      *                  !!          .   .   .0         !
 1992.3!               *  +                   !!          .0  .   .          !
 1992.4!           *    +                     !!          0   .   .          !
 1993.1!        *    +                        !!          0   .   .          !
 1993.2!            + *                       !!          .   . 0 .          !
 1993.3!               +*                     !!          .   .0  .          !
 1993.4!           *    +                     !!         0.   .   .          !
 1994.1!          *  +                        !!          .0  .   .          !
 1994.2!            + *                       !!          .   .0  .          !
 1994.3!               +  *                   !!          .   .  0.          !
 1994.4!        *        +                    !!       0  .   .   .          !
 1995.1*            +                         !!    0     .   .   .          !
 1995.2!      +   *                           !!          .   .   0          !
 1995.3!         *   +                        !!          .0  .   .          !
 1995.4!            +             *           !!          .   .   .      0   !
 1996.1!      *               +               !! 0        .   .   .          !
 1996.2!          +  *                        !!          .   . 0 .          !
 1996.3!            * +                       !!          .  0.   .          !
 1996.4!           *  +                       !!          . 0 .   .          !
 1997.1!*            +                        !!    0     .   .   .          !
 1997.2!      + *                             !!          .   . 0 .          !
 1997.3!       *   +                          !!          0   .   .          !
 1997.4!        * +                           !!          . 0 .   .          !
 1998.1! *         +                          !!     0    .   .   .          !
 1998.2!       +   *                          !!          .   .  0.          !
 1998.3!           * +                        !!          . 0 .   .          !
 1998.4!          *  +                        !!          .0  .   .          !
 1999.1!       *     +                        !!         0.   .   .          !
 1999.2!         * +                          !!          . 0 .   .          !
 1999.3!           * +                        !!          .  0.   .          !
 1999.4!         *    +                       !!          0   .   .          !
 2000.1!       *    +                         !!          0   .   .          !
 2000.2!        *  +                          !!          . 0 .   .          !
 2000.3!       *    +                         !!          0   .   .          !
 2000.4!       *   +                          !!          .0  .   .          !
 2001.1!          *+                          !!          .   0   .          !
 2001.2!             +*                       !!          .   .0  .          !
 2001.3!              *+                      !!          .  0.   .          !
 2001.4!             * +                      !!          . 0 .   .          !
 2002.1!               +*                     !!          .   .0  .          !
 2002.2!                 +*                   !!          .   .0  .          !
 2002.3!                 *+                   !!          .   0   .          !
 2002.4!                 +                    !!          .   0   .          !
 2003.1!                 +                    !!          .   0   .          !
 2003.2!                 +  *                 !!          .   . 0 .          !
 2003.3!                   +                  !!          .   0   .          !
 2003.4!                 *+                   !!          .   0   .          !
 2004.1!                 +*                   !!          .   0   .          !
 2004.2!                 +  *                 !!          .   . 0 .          !
 2004.3!                  +*                  !!          .   .0  .          !
 2004.4!                  +*                  !!          .   .0  .          !
 2005.1!                  *+                  !!          .   0   .          !
 2005.2!                  + *                 !!          .   . 0 .          !
 2005.3!                   +*                 !!          .   .0  .          !
 2005.4!                  +*                  !!          .   0   .          !
 2006.1!                  +*                  !!          .   .0  .          !
 2006.2!                  +  *                !!          .   . 0 .          !
 2006.3!                   +*                 !!          .   .0  .          !
 2006.4!                   + *                !!          .   . 0 .          !
 2007.1!                 * +                  !!          . 0 .   .          !
 2007.2!                + *                   !!          .   . 0 .          !
 2007.3!                 +*                   !!          .   .0  .          !
 2007.4!                 + *                  !!          .   . 0 .          !
 2008.1!              *  +                    !!          . 0 .   .          !
 2008.2!           *+                         !!          .  0.   .          !
 2008.3!          + *                         !!          .   . 0 .          !
 2008.4!          *+                          !!          .   0   .          !
 2009.1!           + *                        !!          .   .0  .          !
 2009.2!            +                         !!          .   0   .          !
 2009.3!         * +                          !!          . 0 .   .          !
 2009.4!          +*                          !!          .   .0  .          !
 2010.1!            + *                       !!          .   .0  .          !
 2010.2!              +                       !!          .   0   .          !
 2010.3!             *+                       !!          .  0.   .          !
 2010.4!             +*                       !!          .   .0  .          !
 2011.1!       *      +                       !!         0.   .   .          !
 2011.2!        *+                            !!          .  0.   .          !
 2011.3!       *  +                           !!          .0  .   .          !
 2011.4!        *+                            !!          . 0 .   .          !
 2012.1!      *   +                           !!          .0  .   .          !
 2012.2!       * +                            !!          .  0.   .          !
 2012.3!       * +                            !!          . 0 .   .          !
 2012.4!        *+                            !!          .  0.   .          !


     21.81 percent of the residuals exceed 1 SE
      7.45 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRME=BRPX$Q/MEPMM;                                                     
 GENR LAABRME=LOG(AABRME+.00001);                                             
 GENR LABRME=LOG(ABRME+.00001);                                               
 LHS AABRME=EXP(LAABRME)-.00001;                                              
  EQ 2145 LAABRME C LABRME(-1) PBRME;                                         
EQUATION 1318  LAABRME  
   RHS     C  LABRME(-1)  PBRME  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1318 PLOT=0;END;                                                     

Equation number = 1318
**********************

Dependent variable = LAABRME 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.134574830

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.846991764       0.260606782  -3.25008     1.000000
14363 LABRME  ( -1)       0.729760069       0.059523266  12.26008    -4.129150
14361 PBRME   (  0)      -0.307773504       0.133709124  -2.30181     0.891222

SE of equation            =     0.240033772
Sum of squared residuals  =  7.08679405       0.565858471E-11
Average absolute error    =     0.162501404
Sum of ABS residuals      =  20.4751769    
R squared                 =   0.57285
Durbin-Watson statistic   =   2.13118
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                          +           *!           .  .  .    0      !
 1981.4!                                  +   *!           .  .  0           !
 1982.1!                             *    +   !!           0  .  .           !
 1982.2!                         *  +         !!           .0 .  .           !
 1982.3!                         +       *    !!           .  .  .  0        !
 1982.4!                               +  *   !!           .  .  0           !
 1983.1!                  *            +      !!    0      .  .  .           !
 1983.2!                   +          *       !!           .  .  .    0      !
 1983.3!              *             +         !!    0      .  .  .           !
 1983.4!                +     *               !!           .  .  .0          !
 1984.1!               *      +               !!         0 .  .  .           !
 1984.2!                 +               *    !!           .  .  .       0   !
 1984.3!                              +    *  !!           .  .  .0          !
 1984.4!                    *          +      !!      0    .  .  .           !
 1985.1!           *         +                !!       0   .  .  .           !
 1985.2!               +    *                 !!           .  .  .0          !
 1985.3!                     +   *            !!           .  .  0           !
 1985.4!                        *+            !!           . 0.  .           !
 1986.1!                         +            !!           .  0  .           !
 1986.2!                    *    +            !!          0.  .  .           !
 1986.3!                   *  +               !!           .0 .  .           !
 1986.4*                    +                 !0           .  .  .           !
 1987.1!      +  *                            !!           .  . 0.           !
 1987.2!             +   *                    !!           .  . 0.           !
 1987.3!                  *+                  !!           .  0  .           !
 1987.4!                *   +                 !!           0  .  .           !
 1988.1!                  +*                  !!           .  0  .           !
 1988.2!                    +*                !!           .  0  .           !
 1988.3!                   * +                !!           .0 .  .           !
 1988.4!               *     +                !!          0.  .  .           !
 1989.1!                  +   *               !!           .  .  0           !
 1989.2!                       +*             !!           .  .0 .           !
 1989.3!                         +*           !!           .  .0 .           !
 1989.4!                       *  +           !!           .0 .  .           !
 1990.1!                        +*            !!           .  0  .           !
 1990.2!                         + *          !!           .  .0 .           !
 1990.3!                           +          !!           .  0  .           !
 1990.4!                      *   +           !!           0  .  .           !
 1991.1!                       +   *          !!           .  .  0           !
 1991.2!                           +   *      !!           .  .  0           !
 1991.3!                             *+       !!           . 0.  .           !
 1991.4!                            +  *      !!           .  . 0.           !
 1992.1!                        *   +         !!           0  .  .           !
 1992.2!                        +   *         !!           .  .  0           !
 1992.3!                           +   *      !!           .  .  0           !
 1992.4!                              +       *!           .  .  .  0        !
 1993.1!                            *     +   !!          0.  .  .           !
 1993.2!                           + *        !!           .  .0 .           !
 1993.3!                            +         !!           .  0  .           !
 1993.4!                           +*         !!           .  .0 .           !
 1994.1!                         * +          !!           . 0.  .           !
 1994.2!                         + *          !!           .  .0 .           !
 1994.3!                        * +           !!           . 0.  .           !
 1994.4!                        +             !!           .  0  .           !
 1995.1!                     *  +             !!           0  .  .           !
 1995.2!            *         +               !!       0   .  .  .           !
 1995.3!           *   +                      !!           0  .  .           !
 1995.4!        *      +                      !!          0.  .  .           !
 1996.1!             +                        !!           .  0  .           !
 1996.2!               *+                     !!           .  0  .           !
 1996.3!                 +*                   !!           .  0  .           !
 1996.4!               *   +                  !!           0  .  .           !
 1997.1!            *     +                   !!          0.  .  .           !
 1997.2!             * +                      !!           . 0.  .           !
 1997.3!             * +                      !!           .0 .  .           !
 1997.4!              *+                      !!           . 0.  .           !
 1998.1!                 + *                  !!           .  . 0.           !
 1998.2!                 *  +                 !!           .0 .  .           !
 1998.3!                * +                   !!           . 0.  .           !
 1998.4!             *    +                   !!          0.  .  .           !
 1999.1!       *        +                     !!        0  .  .  .           !
 1999.2!            +   *                     !!           .  .  0           !
 1999.3!                  +*                  !!           .  0  .           !
 1999.4!                    +*                !!           .  .0 .           !
 2000.1!                    * +               !!           . 0.  .           !
 2000.2!                    *+                !!           .  0  .           !
 2000.3!                     +                !!           .  0  .           !
 2000.4!                    *+                !!           . 0.  .           !
 2001.1!                   * +                !!           .0 .  .           !
 2001.2!                    +  *              !!           .  . 0.           !
 2001.3!                       +*             !!           .  .0 .           !
 2001.4!                        +   *         !!           .  .  0           !
 2002.1!                        *  +          !!           .0 .  .           !
 2002.2!                       + *            !!           .  .0 .           !
 2002.3!                          +        *  !!           .  .  .   0       !
 2002.4!                               *+     !!           .  0  .           !
 2003.1!                             +        !!           .  0  .           !
 2003.2!                            + *       !!           .  . 0.           !
 2003.3!                            +    *    !!           .  .  0           !
 2003.4!                              +       !!           .  0  .           !
 2004.1!                             +*       !!           .  .0 .           !
 2004.2!                           +   *      !!           .  .  0           !
 2004.3!                             +        *!           .  .  .  0        !
 2004.4!                                 +    !!           .  0  .           !
 2005.1!                              +*      !!           .  .0 .           !
 2005.2!                            + *       !!           .  . 0.           !
 2005.3!                           + *        !!           .  . 0.           !
 2005.4!                           + *        !!           .  . 0.           !
 2006.1!                           +*         !!           .  .0 .           !
 2006.2!                         +            !!           .  0  .           !
 2006.3!                        +    *        !!           .  .  .0          !
 2006.4!                          +           !!           .  0  .           !
 2007.1!                       *+             !!           . 0.  .           !
 2007.2!                      + *             !!           .  . 0.           !
 2007.3!                       +   *          !!           .  .  0           !
 2007.4!                        + *           !!           .  .0 .           !
 2008.1!                    *  +              !!           .0 .  .           !
 2008.2!                   +  *               !!           .  . 0.           !
 2008.3!                    + *               !!           .  .0 .           !
 2008.4!                  *+                  !!           .  0  .           !
 2009.1!                   +                  !!           .  0  .           !
 2009.2!                  *+                  !!           . 0.  .           !
 2009.3!                  +*                  !!           .  0  .           !
 2009.4!                   +                  !!           .  0  .           !
 2010.1!                   +                  !!           .  0  .           !
 2010.2!                  +                   !!           .  0  .           !
 2010.3!                 + *                  !!           .  .0 .           !
 2010.4!                 *+                   !!           . 0.  .           !
 2011.1!             *   +                    !!           0  .  .           !
 2011.2!             +                        !!           .  0  .           !
 2011.3!             + *                      !!           .  . 0.           !
 2011.4!             * +                      !!           . 0.  .           !
 2012.1!            *+                        !!           . 0.  .           !
 2012.2!            +*                        !!           .  .0 .           !
 2012.3!              +                       !!           .  0  .           !
 2012.4!              *+                      !!           .  0  .           !


     19.84 percent of the residuals exceed 1 SE
      6.35 percent of the residuals exceed 2 SE
@EQ  2146 LAACEME C LACEME(-1) PCEME;SMPL 1984.4 2012.4;OLS;EST 2146 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPEME=PEPX$Q/MEPMM;                                                     
 GENR LAAPEME=LOG(AAPEME+.00001);                                             
 GENR LAPEME=LOG(APEME+.00001);                                               
 LHS AAPEME=EXP(LAAPEME)-.00001;                                              
  EQ 2147 LAAPEME C LAPEME(-1) PPEME;                                         
EQUATION 1319  LAAPEME  
   RHS     C  LAPEME(-1)  PPEME  
 SMPL 1984.1 2012.4;                                                          
Sample period is now  1984.1 to  2012.4 Internally:   129 to   244
 OLS;EST 1319 PLOT=0;END;                                                     

Equation number = 1319
**********************

Dependent variable = LAAPEME 

 1984.1 -   2012.4,    0 missing obs.,  116 obs. used.

Mean of dependent variable       -6.446623627

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.207442455       0.496289343  -6.46285     1.000000
14366 LAPEME  ( -1)       0.452401377       0.080910963   5.59135    -6.436331
14364 PPEME   (  0)      -0.403329375       0.136332588  -2.95842     0.811685

SE of equation            =     0.507881334
Sum of squared residuals  =  29.1476098      -0.131974431E-10
Average absolute error    =     0.348527123
Sum of ABS residuals      =  40.4291462    
R squared                 =   0.33954
Durbin-Watson statistic   =   1.96841
SMPL and No. Obs.         = 1984.1   2012.4    116

Plot of actual(*) and fitted(+) values and residuals(0)


 1984.1!                         *     +      !!           0  .  .           !
 1984.2!                           +      *   !!           .  .  . 0         !
 1984.3!                        *      +      !!          0.  .  .           !
 1984.4!                           +          !!           .  0  .           !
 1985.1!           *                +         !!    0      .  .  .           !
 1985.2!                     +        *       !!           .  .  .  0        !
 1985.3!                     *       +        !!         0 .  .  .           !
 1985.4!                      *   +           !!           .0 .  .           !
 1986.1!                   *      +           !!          0.  .  .           !
 1986.2!                *        +            !!         0 .  .  .           !
 1986.3*                       +              !0           .  .  .           !
 1986.4!        *      +                      !!          0.  .  .           !
 1987.1!                   +              *   !!           .  .  .     0     !
 1987.2!                               +   *  !!           .  .  0           !
 1987.3!                               +  *   !!           .  . 0.           !
 1987.4!                               +*     !!           .  .0 .           !
 1988.1!                        *     +       !!           0  .  .           !
 1988.2!                         *+           !!           . 0.  .           !
 1988.3!                       *  +           !!           .0 .  .           !
 1988.4!                     *   +            !!           0  .  .           !
 1989.1!                        +   *         !!           .  .  0           !
 1989.2!                            +*        !!           .  .0 .           !
 1989.3!                            +*        !!           .  .0 .           !
 1989.4!                            +*        !!           .  0  .           !
 1990.1!                          * +         !!           . 0.  .           !
 1990.2!                         * +          !!           . 0.  .           !
 1990.3!                           +          !!           .  0  .           !
 1990.4!                           *+         !!           . 0.  .           !
 1991.1!                *       +             !!         0 .  .  .           !
 1991.2!                       +            * !!           .  .  .    0      !
 1991.3!                               *+     !!           .  0  .           !
 1991.4!                        *     +       !!           0  .  .           !
 1992.1!                          +  *        !!           .  . 0.           !
 1992.2!                             +   *    !!           .  .  0           !
 1992.3!                              +   *   !!           .  . 0.           !
 1992.4!                               +*     !!           .  .0 .           !
 1993.1!                              + *     !!           .  . 0.           !
 1993.2!                               +   *  !!           .  .  0           !
 1993.3!                                + *   !!           .  .0 .           !
 1993.4!                               + *    !!           .  .0 .           !
 1994.1!                               +      *!           .  .  . 0         !
 1994.2!                                 +    !!           .  0  .           !
 1994.3!                              +     * !!           .  .  0           !
 1994.4!                                +  *  !!           .  . 0.           !
 1995.1!                               +     *!!           .  .  .0          !
 1995.2!                          *     +     !!          0.  .  .           !
 1995.3!                         * +          !!           . 0.  .           !
 1995.4!                          +   *       !!           .  . 0.           !
 1996.1!                            *+        !!           .  0  .           !
 1996.2!                            +         !!           .  0  .           !
 1996.3!                            +    *    !!           .  .  0           !
 1996.4!                             *+       !!           . 0.  .           !
 1997.1!                          *  +        !!           .0 .  .           !
 1997.2!                           +*         !!           .  .0 .           !
 1997.3!                            +  *      !!           .  . 0.           !
 1997.4!                             +        !!           .  0  .           !
 1998.1!                           *+         !!           . 0.  .           !
 1998.2!                            +         !!           .  0  .           !
 1998.3!                            +   *     !!           .  .  0           !
 1998.4!                              + *     !!           .  .0 .           !
 1999.1!                              +*      !!           .  0  .           !
 1999.2!                              +       !!           .  0  .           !
 1999.3!                             +   *    !!           .  .  0           !
 1999.4!                               +    * !!           .  .  0           !
 2000.1!                            *   +     !!           0  .  .           !
 2000.2!                            +  *      !!           .  . 0.           !
 2000.3!                          *   +       !!           .0 .  .           !
 2000.4!                            +  *      !!           .  . 0.           !
 2001.1!                           *  +       !!           .0 .  .           !
 2001.2!                           *+         !!           . 0.  .           !
 2001.3!                            +  *      !!           .  . 0.           !
 2001.4!                              +       !!           .  0  .           !
 2002.1!                          *   +       !!           0  .  .           !
 2002.2!                           +  *       !!           .  .0 .           !
 2002.3!                             + *      !!           .  .0 .           !
 2002.4!                            * +       !!           . 0.  .           !
 2003.1!                          *  +        !!           .0 .  .           !
 2003.2!                           *+         !!           . 0.  .           !
 2003.3!                          * +         !!           . 0.  .           !
 2003.4!                           +          !!           .  0  .           !
 2004.1!                            +*        !!           .  .0 .           !
 2004.2!                            +         !!           .  0  .           !
 2004.3!                            +  *      !!           .  . 0.           !
 2004.4!                             +*       !!           .  0  .           !
 2005.1!                            +   *     !!           .  . 0.           !
 2005.2!                             +  *     !!           .  . 0.           !
 2005.3!                            *+        !!           . 0.  .           !
 2005.4!                           +  *       !!           .  . 0.           !
 2006.1!                       *   +          !!           .0 .  .           !
 2006.2!                       +   *          !!           .  . 0.           !
 2006.3!                        +  *          !!           .  . 0.           !
 2006.4!                        +*            !!           .  0  .           !
 2007.1!                       *+             !!           .  0  .           !
 2007.2!                    * +               !!           .0 .  .           !
 2007.3!                     +                !!           .  0  .           !
 2007.4!                     *+               !!           . 0.  .           !
 2008.1!                      +     *         !!           .  .  .0          !
 2008.2!                    *    +            !!           0  .  .           !
 2008.3!                    * +               !!           .0 .  .           !
 2008.4!                     * +              !!           . 0.  .           !
 2009.1!                      * +             !!           .0 .  .           !
 2009.2!                        +    *        !!           .  .  0           !
 2009.3!                        *  +          !!           .0 .  .           !
 2009.4!                     *  +             !!           .0 .  .           !
 2010.1!                      +               !!           .  0  .           !
 2010.2!                    * +               !!           .0 .  .           !
 2010.3!                     +*               !!           .  0  .           !
 2010.4!                      +*              !!           .  .0 .           !
 2011.1!                     +*               !!           .  0  .           !
 2011.2!                     +  *             !!           .  . 0.           !
 2011.3!                      +    *          !!           .  .  0           !
 2011.4!                       *+             !!           . 0.  .           !
 2012.1!                     * +              !!           . 0.  .           !
 2012.2!                      +               !!           .  0  .           !
 2012.3!                    * +               !!           . 0.  .           !
 2012.4!                     + *              !!           .  .0 .           !


     18.97 percent of the residuals exceed 1 SE
      3.45 percent of the residuals exceed 2 SE
@@EQ 2148 LAATUME C LATUME(-1) PTUME;SMPL 1994.3 2012.4;OLS;EST 2148 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDME=PDPX$/MEPMM;                                                      
 GENR LAAPDME=LOG(AAPDME+.00001);                                             
 GENR LAPDME=LOG(APDME+.00001);                                               
 LHS AAPDME=EXP(LAAPDME)-.00001;                                              
  EQ 2149 LAAPDME C LAPDME(-1) PPDME;                                         
EQUATION 1320  LAAPDME  
   RHS     C  LAPDME(-1)  PPDME  
 SMPL 1985.3 2012.4;                                                          
Sample period is now  1985.3 to  2012.4 Internally:   135 to   244
 OLS;EST 1320 PLOT=0;END;                                                     

Equation number = 1320
**********************

Dependent variable = LAAPDME 

 1985.3 -   2012.4,    0 missing obs.,  110 obs. used.

Mean of dependent variable       -7.856718773

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       6.431414674       2.954559559   2.17678     1.000000
14369 LAPDME  ( -1)       0.764490570       0.058140517  13.14902    -7.880484
14367 PPDME   (  0)      -8.127010030       2.992849893  -2.71548     1.016804

SE of equation            =     0.573872804
Sum of squared residuals  =  35.2383095      -0.628057606E-10
Average absolute error    =     0.376492971
Sum of ABS residuals      =  41.4142268    
R squared                 =   0.66730
Durbin-Watson statistic   =   2.06421
SMPL and No. Obs.         = 1985.3   2012.4    110

Plot of actual(*) and fitted(+) values and residuals(0)


 1985.3!  *            +                      !!     0     .  .  .           !
 1985.4*     +                                !!          0.  .  .           !
 1986.1!   +           *                      !!           .  .  .    0      !
 1986.2!           *    +                     !!           0  .  .           !
 1986.3!      *      +                        !!         0 .  .  .           !
 1986.4!      *   +                           !!           0  .  .           !
 1987.1!           +      *                   !!           .  .  . 0         !
 1987.2!                   * +                !!           . 0.  .           !
 1987.3!                 *   +                !!           0  .  .           !
 1987.4!                   * +                !!           . 0.  .           !
 1988.1!            *         +               !!       0   .  .  .           !
 1988.2!                 +                    !!           .  0  .           !
 1988.3!                  *+                  !!           . 0.  .           !
 1988.4!                     +                !!           .  0  .           !
 1989.1!                   *   +              !!           0  .  .           !
 1989.2!                     +   *            !!           .  .  0           !
 1989.3!                       *  +           !!           .0 .  .           !
 1989.4!                        +*            !!           .  .0 .           !
 1990.1!                          +*          !!           .  .0 .           !
 1990.2!                           +*         !!           .  .0 .           !
 1990.3!                            +         !!           .  0  .           !
 1990.4!                             +*       !!           .  0  .           !
 1991.1!                               +  *   !!           .  . 0.           !
 1991.2!                     *          +     !!      0    .  .  .           !
 1991.3!                      +  *            !!           .  . 0.           !
 1991.4!                           +   *      !!           .  .  0           !
 1992.1!                              * +     !!           . 0.  .           !
 1992.2!                           *  +       !!           .0 .  .           !
 1992.3!                             +     *  !!           .  .  .0          !
 1992.4!                               *  +   !!           .0 .  .           !
 1993.1!                           *  +       !!           .0 .  .           !
 1993.2!                           +   *      !!           .  .  0           !
 1993.3!                              + *     !!           .  . 0.           !
 1993.4!                        *      +      !!         0 .  .  .           !
 1994.1!                      * +             !!           .0 .  .           !
 1994.2!                       +     *        !!           .  .  .0          !
 1994.3!                           * +        !!           .0 .  .           !
 1994.4!                           +          !!           .  0  .           !
 1995.1!                      *    +          !!          0.  .  .           !
 1995.2!               *        +             !!       0   .  .  .           !
 1995.3!                   +*                 !!           .  .0 .           !
 1995.4!                       +          *   !!           .  .  .    0      !
 1996.1!            *                    +    !0           .  .  .           !
 1996.2!              * +                     !!           . 0.  .           !
 1996.3!                  +   *               !!           .  .  0           !
 1996.4!                     *  +             !!           .0 .  .           !
 1997.1!                    * +               !!           . 0.  .           !
 1997.2!                    * +               !!           . 0.  .           !
 1997.3!                   * +                !!           . 0.  .           !
 1997.4!                    +                 !!           .  0  .           !
 1998.1!                    +*                !!           .  .0 .           !
 1998.2!                     +                !!           .  0  .           !
 1998.3!                     +                !!           .  0  .           !
 1998.4!                     *+               !!           . 0.  .           !
 1999.1!                     +    *           !!           .  .  0           !
 1999.2!                         +            !!           .  0  .           !
 1999.3!                         +            !!           .  0  .           !
 1999.4!                        +*            !!           .  0  .           !
 2000.1!                         +  *         !!           .  . 0.           !
 2000.2!                          +           !!           .  0  .           !
 2000.3!                         + *          !!           .  .0 .           !
 2000.4!                         +  *         !!           .  . 0.           !
 2001.1!                          +    *      !!           .  .  0           !
 2001.2!                            +  *      !!           .  . 0.           !
 2001.3!                           +   *      !!           .  .  0           !
 2001.4!                            +   *     !!           .  .  0           !
 2002.1!                         *  +         !!           .0 .  .           !
 2002.2!                        + *           !!           .  .0 .           !
 2002.3!                        + *           !!           .  . 0.           !
 2002.4!                        +  *          !!           .  . 0.           !
 2003.1!                          + *         !!           .  . 0.           !
 2003.2!                           + *        !!           .  .0 .           !
 2003.3!                            +*        !!           .  .0 .           !
 2003.4!                            + *       !!           .  .0 .           !
 2004.1!                            *+        !!           .  0  .           !
 2004.2!                            +*        !!           .  .0 .           !
 2004.3!                            +*        !!           .  0  .           !
 2004.4!                             +*       !!           .  0  .           !
 2005.1!                           *  +       !!           .0 .  .           !
 2005.2!                          * +         !!           . 0.  .           !
 2005.3!                           +*         !!           .  .0 .           !
 2005.4!                            +         !!           .  .0 .           !
 2006.1!                            +         !!           .  0  .           !
 2006.2!                            +*        !!           .  .0 .           !
 2006.3!                             +*       !!           .  .0 .           !
 2006.4!                              +       !!           .  0  .           !
 2007.1!                           *  +       !!           .0 .  .           !
 2007.2!                            +         !!           .  0  .           !
 2007.3!                            +    *    !!           .  .  0           !
 2007.4!                                 +    !!           .  0  .           !
 2008.1!                                 +    !!           .  0  .           !
 2008.2!                                 +   *!!           .  . 0.           !
 2008.3!                                  * + !!           .0 .  .           !
 2008.4!                              *  +    !!           .0 .  .           !
 2009.1!                             +        !!           .  0  .           !
 2009.2!                             + *      !!           .  . 0.           !
 2009.3!                               +*     !!           .  .0 .           !
 2009.4!                                +*    !!           .  .0 .           !
 2010.1!                                +     !!           .  0  .           !
 2010.2!                               +   *  !!           .  .  0           !
 2010.3!                                 +    !!           .  0  .           !
 2010.4!                                +*    !!           .  .0 .           !
 2011.1!                                +*    !!           .  .0 .           !
 2011.2!                                +   * !!           .  . 0.           !
 2011.3!                                  + * !!           .  .0 .           !
 2011.4!                                  + * !!           .  .0 .           !
 2012.1!                                  +   *!           .  .  0           !
 2012.2!                                   + *!!           .  .0 .           !
 2012.3!                                   + *!!           .  .0 .           !
 2012.4!                                  +  *!!           .  . 0.           !


     17.27 percent of the residuals exceed 1 SE
      6.36 percent of the residuals exceed 2 SE
@@EQ 2150 LAARUME C LARUME(-1) PRUME;SMPL 1992.3 2012.4;OLS;EST 2150 PLOT=0;EN
@@EQ 2151 LAAUEME C LAUEME(-1) PUEME;SMPL 1996.3 2012.4;OLS;EST 2151 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PEGME=EGPX$/MEPMM;                                                      
 GENR LAAEGME=LOG(AAEGME+.00001);                                             
 GENR LAEGME=LOG(AEGME+.00001);                                               
 LHS AAEGME=EXP(LAAEGME)-.00001;                                              
  EQ 2152 LAAEGME C LAEGME(-1) PEGME;                                         
EQUATION 1321  LAAEGME  
   RHS     C  LAEGME(-1)  PEGME  
 SMPL 1988.3 2012.4;                                                          
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
 OLS;EST 1321 PLOT=0;END;                                                     

Equation number = 1321
**********************

Dependent variable = LAAEGME 

 1988.3 -   2012.4,    0 missing obs.,   98 obs. used.

Mean of dependent variable      -10.359885789

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       1.772873808       2.722038815   0.65130     1.000000
14372 LAEGME  ( -1)       0.945991679       0.032643389  28.97958   -10.383585
14370 PEGME   (  0)      -2.274680830       2.772281939  -0.82051     1.015516

SE of equation            =     0.432812490
Sum of squared residuals  =  17.7960319       0.109833920E-09
Average absolute error    =     0.246976566
Sum of ABS residuals      =  24.2037034    
R squared                 =   0.91014
Durbin-Watson statistic   =   2.05479
SMPL and No. Obs.         = 1988.3   2012.4     98

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.3!+                                     !!           . 0.  .           !
 1988.4!*+                                    !!           . 0.  .           !
 1989.1!+                                     !!           .  0  .           !
 1989.2!*+                                    !!           . 0.  .           !
 1989.3!*+                                    !!           . 0.  .           !
 1989.4!*+                                    !!           . 0.  .           !
 1990.1* +                                    !!           .0 .  .           !
 1990.2*+                                     !!           . 0.  .           !
 1990.3*+                                     !!           . 0.  .           !
 1990.4*+                                     !!           . 0.  .           !
 1991.1*+                                     !!           . 0.  .           !
 1991.2*+                                     !!           . 0.  .           !
 1991.3*+                                     !!           . 0.  .           !
 1991.4*+                                     !!           . 0.  .           !
 1992.1!+                                     !!           .  0  .           !
 1992.2* +                                    !!           . 0.  .           !
 1992.3!+                                     !!           . 0.  .           !
 1992.4!+*                                    !!           .  .0 .           !
 1993.1!* +                                   !!           .0 .  .           !
 1993.2!+                                     !!           .  0  .           !
 1993.3* +                                    !!           . 0.  .           !
 1993.4*+                                     !!           . 0.  .           !
 1994.1!+    *                                !!           .  .  . 0         !
 1994.2!   * +                                !!           .0 .  .           !
 1994.3!    +*                                !!           .  .0 .           !
 1994.4!  *   +                               !!           0  .  .           !
 1995.1!*  +                                  !!           0  .  .           !
 1995.2!*+                                    !!           . 0.  .           !
 1995.3!*+                                    !!           . 0.  .           !
 1995.4! +                                    !!           .  0  .           !
 1996.1!* +                                   !!           .0 .  .           !
 1996.2!+                                     !!           .  0  .           !
 1996.3* +                                    !!           .0 .  .           !
 1996.4!+                                     !!           .  0  .           !
 1997.1!*+                                    !!           .  0  .           !
 1997.2!*+                                    !!           . 0.  .           !
 1997.3!*+                                    !!           .  0  .           !
 1997.4!*+                                    !!           .  0  .           !
 1998.1!+*                                    !!           .  .0 .           !
 1998.2! +                                    !!           .  0  .           !
 1998.3! *+                                   !!           . 0.  .           !
 1998.4! +*                                   !!           .  0  .           !
 1999.1!  +  *                                !!           .  .  0           !
 1999.2!     +                                !!           .  0  .           !
 1999.3!    *+                                !!           . 0.  .           !
 1999.4!     +                                !!           .  0  .           !
 2000.1!     +   *                            !!           .  .  .0          !
 2000.2!         +                            !!           .  0  .           !
 2000.3!         +                            !!           .  0  .           !
 2000.4!         +                            !!           .  .0 .           !
 2001.1!*        +                            !!      0    .  .  .           !
 2001.2!+                                     !!           .  0  .           !
 2001.3!+                                     !!           .  0  .           !
 2001.4!+                                     !!           .  0  .           !
 2002.1!+                                     !!           .  0  .           !
 2002.2!+                                     !!           .  0  .           !
 2002.3!+                                     !!           .  0  .           !
 2002.4!+                                     !!           .  0  .           !
 2003.1!+ *                                   !!           .  . 0.           !
 2003.2!  *+                                  !!           .  0  .           !
 2003.3!  +                                   !!           .  0  .           !
 2003.4!  +                                   !!           .  0  .           !
 2004.1!   +                                  !!           .  .0 .           !
 2004.2!   *+                                 !!           .  0  .           !
 2004.3!   *+                                 !!           . 0.  .           !
 2004.4!    +                                 !!           .  0  .           !
 2005.1!    +     *                           !!           .  .  .  0        !
 2005.2!          *+                          !!           .  0  .           !
 2005.3!           +                          !!           .  0  .           !
 2005.4!           + *                        !!           .  .0 .           !
 2006.1!             +     *                  !!           .  .  .  0        !
 2006.2!                   +                  !!           .  0  .           !
 2006.3!                   +                  !!           .  0  .           !
 2006.4!                  +*                  !!           .  .0 .           !
 2007.1!                   +              *   !!           .  .  .           0
 2007.2!                                 +*   !!           .  .0 .           !
 2007.3!                                 +    !!           .  0  .           !
 2007.4!                                +  *  !!           .  .  0           !
 2008.1!                                   +* !!           .  . 0.           !
 2008.2!                                    + *!           .  . 0.           !
 2008.3!                                    *+!!           . 0.  .           !
 2008.4!                                   +  !!           .  0  .           !
 2009.1!                            *    +    !!         0 .  .  .           !
 2009.2!                           +*         !!           .  .0 .           !
 2009.3!                            +*        !!           .  .0 .           !
 2009.4!                 *          +         !!   0       .  .  .           !
 2010.1!                 +    *               !!           .  .  . 0         !
 2010.2!                  *  +                !!           0  .  .           !
 2010.3!                 +      *             !!           .  .  .  0        !
 2010.4!                *      +              !!       0   .  .  .           !
 2011.1!       *        +                     !!     0     .  .  .           !
 2011.2!       +   *                          !!           .  .  .0          !
 2011.3!           +        *                 !!           .  .  .     0     !
 2011.4!                   *+                 !!           .  0  .           !
 2012.1!            *      +                  !!        0  .  .  .           !
 2012.2!           *+                         !!           . 0.  .           !
 2012.3!           +*                         !!           .  .0 .           !
 2012.4!            +     *                   !!           .  .  .  0        !


     17.35 percent of the residuals exceed 1 SE
      6.12 percent of the residuals exceed 2 SE
@EQ  2153 LAAISME C LAISME(-1) PISME;SMPL 1966.1 2012.4;OLS;EST 2153 PLOT=0;EN
@@EQ 2154 LAAKEME C LAKEME(-1) PKEME;SMPL 1997.1 2012.4;OLS;EST 2154 PLOT=0;EN
@@EQ 2155 LAABAME C LABAME(-1) PBAME;SMPL 2008.1 2012.4;OLS;EST 2155 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKME=HKPX$/MEPMM;                                                      
 GENR LAAHKME=LOG(AAHKME+.00001);                                             
 GENR LAHKME=LOG(AHKME+.00001);                                               
 LHS AAHKME=EXP(LAAHKME)-.00001;                                              
  EQ 2156 LAAHKME C LAHKME(-1) PHKME;                                         
EQUATION 1322  LAAHKME  
   RHS     C  LAHKME(-1)  PHKME  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1322 PLOT=0;END;                                                     

Equation number = 1322
**********************

Dependent variable = LAAHKME 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.949815130

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.138549354       0.084709777  -1.63558     1.000000
14375 LAHKME  ( -1)       0.952001776       0.017744022  53.65197    -5.962402
14373 PHKME   (  0)      -0.098124099       0.039486517  -2.48500     1.376300

SE of equation            =     0.188899658
Sum of squared residuals  =  6.60136998      -0.456168436E-11
Average absolute error    =     0.139033575
Sum of ABS residuals      =  26.1383121    
R squared                 =   0.96420
Durbin-Watson statistic   =   2.11047
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     * +                              !!          0   .   .          !
 1966.2!     +                                !!          .   0   .          !
 1966.3!     +                                !!          .  0.   .          !
 1966.4!     +*                               !!          .   . 0 .          !
 1967.1!      +*                              !!          .   .0  .          !
 1967.2!       +*                             !!          .   . 0 .          !
 1967.3!        +*                            !!          .   .0  .          !
 1967.4!         +*                           !!          .   . 0 .          !
 1968.1!        * +                           !!          .0  .   .          !
 1968.2!        +*                            !!          .   .0  .          !
 1968.3!         +*                           !!          .   . 0 .          !
 1968.4!          + *                         !!          .   . 0 .          !
 1969.1!            + *                       !!          .   .  0.          !
 1969.2!             +*                       !!          .   .0  .          !
 1969.3!              +                       !!          .   0   .          !
 1969.4!             *+                       !!          .  0.   .          !
 1970.1!             +                        !!          .   0   .          !
 1970.2!           *+                         !!          . 0 .   .          !
 1970.3!           +                          !!          .   .0  .          !
 1970.4!           +*                         !!          .   . 0 .          !
 1971.1!            + *                       !!          .   .  0.          !
 1971.2!             + *                      !!          .   . 0 .          !
 1971.3!              +*                      !!          .   .0  .          !
 1971.4!              +*                      !!          .   .0  .          !
 1972.1!              +                       !!          .   0   .          !
 1972.2!             +                        !!          .   0   .          !
 1972.3!            *+                        !!          .  0.   .          !
 1972.4!            +                         !!          .   .0  .          !
 1973.1!          * +                         !!          . 0 .   .          !
 1973.2!      *   +                           !!        0 .   .   .          !
 1973.3!     +  *                             !!          .   .   0          !
 1973.4!      *+                              !!          .  0.   .          !
 1974.1!      +                               !!          .   0   .          !
 1974.2!     +                                !!          .   0   .          !
 1974.3!     +                                !!          .   0   .          !
 1974.4!   *+                                 !!          . 0 .   .          !
 1975.1!    +    *                            !!          .   .   .    0     !
 1975.2!      *   +                           !!        0 .   .   .          !
 1975.3!      *+                              !!          .0  .   .          !
 1975.4!      +  *                            !!          .   .   .0         !
 1976.1!         *+                           !!          .  0.   .          !
 1976.2!          +*                          !!          .   .0  .          !
 1976.3!           + *                        !!          .   .  0.          !
 1976.4!          *  +                        !!         0.   .   .          !
 1977.1!           +                          !!          .   0   .          !
 1977.2!           +*                         !!          .   0   .          !
 1977.3!         *  +                         !!         0.   .   .          !
 1977.4!          +  *                        !!          .   .   .0         !
 1978.1!            *+                        !!          . 0 .   .          !
 1978.2!           *+                         !!          .0  .   .          !
 1978.3!      *    +                          !!      0   .   .   .          !
 1978.4!       +    *                         !!          .   .   .    0     !
 1979.1!            *+                        !!          . 0 .   .          !
 1979.2!            +*                        !!          .   .0  .          !
 1979.3!             +                        !!          .  0.   .          !
 1979.4!             +   *                    !!          .   .   .  0       !
 1980.1!                 *+                   !!          . 0 .   .          !
 1980.2!            *    +                    !!     0    .   .   .          !
 1980.3!            +*                        !!          .   .0  .          !
 1980.4!             *+                       !!          .  0.   .          !
 1981.1!             *+                       !!          .  0.   .          !
 1981.2!              +*                      !!          .   . 0 .          !
 1981.3!                +*                    !!          .   . 0 .          !
 1981.4!                *+                    !!          .  0.   .          !
 1982.1!               * +                    !!          .0  .   .          !
 1982.2!                +                     !!          .   .0  .          !
 1982.3!            *   +                     !!       0  .   .   .          !
 1982.4!    *        +                        !0          .   .   .          !
 1983.1!  *  +                                !!        0 .   .   .          !
 1983.2!*  +                                  !!        0 .   .   .          !
 1983.3* +                                    !!          0   .   .          !
 1983.4!+      *                              !!          .   .   .       0  !
 1984.1!      * +                             !!          0   .   .          !
 1984.2!       +*                             !!          .   .0  .          !
 1984.3!       * +                            !!          .0  .   .          !
 1984.4!        +                             !!          .   .0  .          !
 1985.1!         + *                          !!          .   .   0          !
 1985.2!           *+                         !!          .0  .   .          !
 1985.3!           +*                         !!          .   .0  .          !
 1985.4!         *   +                        !!        0 .   .   .          !
 1986.1!          +                           !!          .   0   .          !
 1986.2!       *   +                          !!       0  .   .   .          !
 1986.3!       *+                             !!          .0  .   .          !
 1986.4!        +   *                         !!          .   .   .   0      !
 1987.1!           * +                        !!          .0  .   .          !
 1987.2!            +*                        !!          .   . 0 .          !
 1987.3!             *+                       !!          .  0.   .          !
 1987.4!              +    *                  !!          .   .   .     0    !
 1988.1!                    +                 !!          .   .0  .          !
 1988.2!                  *  +                !!        0 .   .   .          !
 1988.3!                  +  *                !!          .   .   . 0        !
 1988.4!                      +  *            !!          .   .   . 0        !
 1989.1!                          +           !!          .   .0  .          !
 1989.2!                          +*          !!          .   .0  .          !
 1989.3!                           +  *       !!          .   .   . 0        !
 1989.4!                              +*      !!          .   .0  .          !
 1990.1!                              *+      !!          .  0.   .          !
 1990.2!                              +*      !!          .   . 0 .          !
 1990.3!                             * +      !!          0   .   .          !
 1990.4!                             +        !!          .   0   .          !
 1991.1!                             +        !!          .   .0  .          !
 1991.2!                             + *      !!          .   . 0 .          !
 1991.3!                              +*      !!          .   .0  .          !
 1991.4!                              + *     !!          .   .  0.          !
 1992.1!                                +     !!          .   0   .          !
 1992.2!                                +  *  !!          .   .   .0         !
 1992.3!                                 * +  !!          0   .   .          !
 1992.4!                                + *   !!          .   .   0          !
 1993.1!                                  +*  !!          .   .0  .          !
 1993.2!                                * +   !!          0   .   .          !
 1993.3!                              * +     !!          .0  .   .          !
 1993.4!                              +*      !!          .   . 0 .          !
 1994.1!                              *+      !!          .  0.   .          !
 1994.2!                              + *     !!          .   .  0.          !
 1994.3!                              * +     !!          . 0 .   .          !
 1994.4!                              + *     !!          .   .  0.          !
 1995.1!                              * +     !!          . 0 .   .          !
 1995.2!                              +*      !!          .   . 0 .          !
 1995.3!                           *   +      !!        0 .   .   .          !
 1995.4!                           +*         !!          .   .0  .          !
 1996.1!                            +*        !!          .   . 0 .          !
 1996.2!                           * +        !!          .0  .   .          !
 1996.3!                        *  +          !!         0.   .   .          !
 1996.4!                        +             !!          .  0.   .          !
 1997.1!                        +             !!          .   0   .          !
 1997.2!                        +  *          !!          .   .   . 0        !
 1997.3!                           *+         !!          .  0.   .          !
 1997.4!                           +*         !!          .   . 0 .          !
 1998.1!                            +         !!          .   0   .          !
 1998.2!                            +*        !!          .   .0  .          !
 1998.3!                            *+        !!          .  0.   .          !
 1998.4!                            +*        !!          .   .0  .          !
 1999.1!                             +        !!          .   0   .          !
 1999.2!                             +        !!          .   . 0 .          !
 1999.3!                            *+        !!          .0  .   .          !
 1999.4!                            +*        !!          .   . 0 .          !
 2000.1!                             + *      !!          .   . 0 .          !
 2000.2!                              +*      !!          .   0   .          !
 2000.3!                               +      !!          .   .0  .          !
 2000.4!                               +   *  !!          .   .   . 0        !
 2001.1!                                 *+   !!          .0  .   .          !
 2001.2!                               * +    !!          .0  .   .          !
 2001.3!                               +*     !!          .   . 0 .          !
 2001.4!                                + *   !!          .   .   0          !
 2002.1!                                  +  *!!          .   .   . 0        !
 2002.2!                                     +*!          .   . 0 .          !
 2002.3!                                    * +!          . 0 .   .          !
 2002.4!                                   *+ !!          . 0 .   .          !
 2003.1!                                * +   !!          0   .   .          !
 2003.2!                               *+     !!          . 0 .   .          !
 2003.3!                              *+      !!          . 0 .   .          !
 2003.4!                              +       !!          .   .0  .          !
 2004.1!                              +       !!          .  0.   .          !
 2004.2!                              +       !!          .  0.   .          !
 2004.3!                            * +       !!          .0  .   .          !
 2004.4!                            + *       !!          .   .   0          !
 2005.1!                               +      !!          .   .0  .          !
 2005.2!                               +      !!          .  0.   .          !
 2005.3!                              *+      !!          . 0 .   .          !
 2005.4!                              + *     !!          .   .  0.          !
 2006.1!                               *+     !!          .  0.   .          !
 2006.2!                               +      !!          .   0   .          !
 2006.3!                               +      !!          .  0.   .          !
 2006.4!                               +  *   !!          .   .   . 0        !
 2007.1!                                 *+   !!          . 0 .   .          !
 2007.2!                                 +    !!          .   0   .          !
 2007.3!                               * +    !!          .0  .   .          !
 2007.4!                               + *    !!          .   .   0          !
 2008.1!                                 +*   !!          .   .0  .          !
 2008.2!                                  +   !!          .  0.   .          !
 2008.3!                               *  +   !!          0   .   .          !
 2008.4!                               +*     !!          .   . 0 .          !
 2009.1!                                +     !!          .  0.   .          !
 2009.2!                              * +     !!          0   .   .          !
 2009.3!                             *+       !!          .  0.   .          !
 2009.4!                             +  *     !!          .   .   0          !
 2010.1!                                +     !!          .   .0  .          !
 2010.2!                                +     !!          .   0   .          !
 2010.3!                                +     !!          .  0.   .          !
 2010.4!                               *+     !!          . 0 .   .          !
 2011.1!                               +*     !!          .   . 0 .          !
 2011.2!                                +     !!          .   0   .          !
 2011.3!                               *+     !!          . 0 .   .          !
 2011.4!                               +*     !!          .   .0  .          !
 2012.1!                               *+     !!          . 0 .   .          !
 2012.2!                               +      !!          .   0   .          !
 2012.3!                              *+      !!          .  0.   .          !
 2012.4!                              + *     !!          .   .  0.          !


     24.47 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIME=SIPX$/MEPMM;                                                      
 GENR LAASIME=LOG(AASIME+.00001);                                             
 GENR LASIME=LOG(ASIME+.00001);                                               
 LHS AASIME=EXP(LAASIME)-.00001;                                              
  EQ 2157 LAASIME C LASIME(-1) PSIME;                                         
EQUATION 1323  LAASIME  
   RHS     C  LASIME(-1)  PSIME  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST 1323 PLOT=0;END;                                                     

Equation number = 1323
**********************

Dependent variable = LAASIME 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -6.188876275

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.750501626       0.190480676  -3.94004     1.000000
14378 LASIME  ( -1)       0.752676467       0.047648865  15.79631    -6.196641
14376 PSIME   (  0)      -0.569916681       0.138061959  -4.12798     1.358636

SE of equation            =     0.323210751
Sum of squared residuals  =  18.2814082       0.221715979E-10
Average absolute error    =     0.225132726
Sum of ABS residuals      =  40.0736252    
R squared                 =   0.84451
Durbin-Watson statistic   =   2.44556
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3!          +  *                        !!           .  .  0           !
 1968.4!             + *                      !!           .  .  0           !
 1969.1!               + *                    !!           .  .  0           !
 1969.2!                + *                   !!           .  . 0.           !
 1969.3!                 +*                   !!           .  .0 .           !
 1969.4!                 +                    !!           .  0  .           !
 1970.1!                +                     !!           .  0  .           !
 1970.2!              *+                      !!           . 0.  .           !
 1970.3!              +                       !!           .  0  .           !
 1970.4!              +                       !!           .  0  .           !
 1971.1!              +                       !!           .  0  .           !
 1971.2!             +*                       !!           .  .0 .           !
 1971.3!              +*                      !!           .  .0 .           !
 1971.4!              +*                      !!           .  .0 .           !
 1972.1!               +                      !!           .  0  .           !
 1972.2!              +*                      !!           .  .0 .           !
 1972.3!              +*                      !!           .  0  .           !
 1972.4!              +*                      !!           .  0  .           !
 1973.1!              +   *                   !!           .  .  .0          !
 1973.2!                +    *                !!           .  .  . 0         !
 1973.3!                  *+                  !!           . 0.  .           !
 1973.4!                 +                    !!           .  0  .           !
 1974.1!               +       *              !!           .  .  .    0      !
 1974.2!                   * +                !!           .0 .  .           !
 1974.3!           *      +                   !!       0   .  .  .           !
 1974.4!            +*                        !!           .  .0 .           !
 1975.1!            * +                       !!           .0 .  .           !
 1975.2!            *+                        !!           .  0  .           !
 1975.3!             +*                       !!           .  . 0.           !
 1975.4!              + *                     !!           .  . 0.           !
 1976.1!               *+                     !!           . 0.  .           !
 1976.2!               +*                     !!           .  .0 .           !
 1976.3!                +*                    !!           .  . 0.           !
 1976.4!                 +*                   !!           .  .0 .           !
 1977.1!                 + *                  !!           .  . 0.           !
 1977.2!                  +*                  !!           .  .0 .           !
 1977.3!                  +  *                !!           .  .  0           !
 1977.4!                    +                 !!           .  0  .           !
 1978.1!                *  +                  !!           0  .  .           !
 1978.2!                +*                    !!           .  . 0.           !
 1978.3!                 + *                  !!           .  .0 .           !
 1978.4!                  + *                 !!           .  .0 .           !
 1979.1!                   + *                !!           .  . 0.           !
 1979.2!                 * +                  !!           .0 .  .           !
 1979.3!                +*                    !!           .  .0 .           !
 1979.4!              * +                     !!           .0 .  .           !
 1980.1!             + *                      !!           .  . 0.           !
 1980.2!              + *                     !!           .  .  0           !
 1980.3!              *+                      !!           . 0.  .           !
 1980.4!             +                        !!           .  0  .           !
 1981.1!           *+                         !!           . 0.  .           !
 1981.2!         *+                           !!           .0 .  .           !
 1981.3!         + *                          !!           .  . 0.           !
 1981.4!           + *                        !!           .  .  0           !
 1982.1!        *   +                         !!         0 .  .  .           !
 1982.2!         +*                           !!           .  .0 .           !
 1982.3!          +                           !!           .  0  .           !
 1982.4*          +                           !!   0       .  .  .           !
 1983.1!  +   *                               !!           .  .  .0          !
 1983.2!       +  *                           !!           .  .  0           !
 1983.3!     *     +                          !!        0  .  .  .           !
 1983.4!        + *                           !!           .  . 0.           !
 1984.1!      *    +                          !!         0 .  .  .           !
 1984.2!     *  +                             !!           0  .  .           !
 1984.3!       +  *                           !!           .  . 0.           !
 1984.4!        *  +                          !!           0  .  .           !
 1985.1!       *  +                           !!           0  .  .           !
 1985.2!    *    +                            !!         0 .  .  .           !
 1985.3!       +   *                          !!           .  .  .0          !
 1985.4!           *+                         !!           .0 .  .           !
 1986.1!           * +                        !!           .0 .  .           !
 1986.2!         *    +                       !!         0 .  .  .           !
 1986.3!           * +                        !!           .0 .  .           !
 1986.4!           *  +                       !!           0  .  .           !
 1987.1!         *    +                       !!         0 .  .  .           !
 1987.2!           *+                         !!           . 0.  .           !
 1987.3!         *    +                       !!         0 .  .  .           !
 1987.4!            +   *                     !!           .  .  .0          !
 1988.1!            *    +                    !!         0 .  .  .           !
 1988.2!              *+                      !!           . 0.  .           !
 1988.3!            *   +                     !!          0.  .  .           !
 1988.4!               + *                    !!           .  . 0.           !
 1989.1!                  *+                  !!           . 0.  .           !
 1989.2!                  *+                  !!           . 0.  .           !
 1989.3!                *  +                  !!           0  .  .           !
 1989.4!             *   +                    !!         0 .  .  .           !
 1990.1!               +                      !!           .  0  .           !
 1990.2!                 +                    !!           .  0  .           !
 1990.3!                  +*                  !!           .  0  .           !
 1990.4!                 *+                   !!           .0 .  .           !
 1991.1!                  +                   !!           .  0  .           !
 1991.2!                 * +                  !!           .0 .  .           !
 1991.3!                  +                   !!           .  0  .           !
 1991.4!                *  +                  !!           0  .  .           !
 1992.1!                *+                    !!           . 0.  .           !
 1992.2!                * +                   !!           .0 .  .           !
 1992.3!                 +                    !!           . 0.  .           !
 1992.4!                  +                   !!           .  .0 .           !
 1993.1!                  *+                  !!           .0 .  .           !
 1993.2!                *  +                  !!           0  .  .           !
 1993.3!                 +  *                 !!           .  .  0           !
 1993.4!                    +*                !!           .  .0 .           !
 1994.1!                      +               !!           .  0  .           !
 1994.2!                      +               !!           .  0  .           !
 1994.3!                   *  +               !!           0  .  .           !
 1994.4!                    +  *              !!           .  .  0           !
 1995.1!                    * +               !!           .0 .  .           !
 1995.2!                     + *              !!           .  . 0.           !
 1995.3!                     * +              !!           .0 .  .           !
 1995.4!                      +*              !!           .  . 0.           !
 1996.1!                       +*             !!           .  .0 .           !
 1996.2!                        +    *        !!           .  .  . 0         !
 1996.3!                           + *        !!           .  . 0.           !
 1996.4!                           +          !!           . 0.  .           !
 1997.1!                          + *         !!           .  .  0           !
 1997.2!                           +*         !!           .  .0 .           !
 1997.3!                           +*         !!           .  .0 .           !
 1997.4!                          *+          !!           . 0.  .           !
 1998.1!                          +*          !!           .  .0 .           !
 1998.2!                           +*         !!           .  . 0.           !
 1998.3!                            +*        !!           .  .0 .           !
 1998.4!                            +         !!           . 0.  .           !
 1999.1!                           +*         !!           .  .0 .           !
 1999.2!                            +  *      !!           .  .  0           !
 1999.3!                              +       !!           .  0  .           !
 1999.4!                             + *      !!           .  . 0.           !
 2000.1!                             + *      !!           .  .0 .           !
 2000.2!                            *+        !!           .0 .  .           !
 2000.3!                           +*         !!           .  .0 .           !
 2000.4!                           +   *      !!           .  .  0           !
 2001.1!                             *+       !!           .  0  .           !
 2001.2!                             +        !!           .  0  .           !
 2001.3!                            +         !!           .  0  .           !
 2001.4!                            + *       !!           .  .  0           !
 2002.1!                              +       !!           .  0  .           !
 2002.2!                            *+        !!           . 0.  .           !
 2002.3!                            +*        !!           .  .0 .           !
 2002.4!                            +  *      !!           .  .  0           !
 2003.1!                            * +       !!           .0 .  .           !
 2003.2!                            + *       !!           .  . 0.           !
 2003.3!                           *  +       !!           0  .  .           !
 2003.4!                           +    *     !!           .  .  . 0         !
 2004.1!                            *  +      !!           0  .  .           !
 2004.2!                            + *       !!           .  . 0.           !
 2004.3!                              +*      !!           .  .0 .           !
 2004.4!                             *+       !!           . 0.  .           !
 2005.1!                             +*       !!           .  .0 .           !
 2005.2!                              +       !!           .  0  .           !
 2005.3!                             +*       !!           .  .0 .           !
 2005.4!                              +*      !!           .  .0 .           !
 2006.1!                              +       !!           .  0  .           !
 2006.2!                            * +       !!           . 0.  .           !
 2006.3!                            +*        !!           .  0  .           !
 2006.4!                            *+        !!           . 0.  .           !
 2007.1!                            +*        !!           .  . 0.           !
 2007.2!                           * +        !!           .0 .  .           !
 2007.3!                           +  *       !!           .  . 0.           !
 2007.4!                             +*       !!           .  .0 .           !
 2008.1!                              +      *!!           .  .  .    0      !
 2008.2!                           *       +  !!      0    .  .  .           !
 2008.3!                           +          !!           .  0  .           !
 2008.4!                            +*        !!           .  .0 .           !
 2009.1!                          *  +        !!           0  .  .           !
 2009.2!                           +          *!           .  .  .        0  !
 2009.3!                                   *+ !!           . 0.  .           !
 2009.4!                             *   +    !!          0.  .  .           !
 2010.1!                          *  +        !!           0  .  .           !
 2010.2!                           +          !!           .  0  .           !
 2010.3!                            +*        !!           .  . 0.           !
 2010.4!                             +*       !!           .  .0 .           !
 2011.1!                              +     * !!           .  .  .   0       !
 2011.2!                                * +   !!           .0 .  .           !
 2011.3!                          *    +      !!        0  .  .  .           !
 2011.4!                          +           *!           .  .  .        0  !
 2012.1!                     *             +  !0           .  .  .           !
 2012.2!                       +              !!           .  0  .           !
 2012.3!                        +        *    !!           .  .  .     0     !
 2012.4!                       *        +     !!     0     .  .  .           !


     20.79 percent of the residuals exceed 1 SE
      6.18 percent of the residuals exceed 2 SE
@@EQ 2158 LAAVIME C LAVIME(-1) PVIME;SMPL 2013.1 2012.4;OLS;EST 2158 PLOT=0;EN
@@EQ 2159 LAANIME C LANIME(-1) PNIME;SMPL 2004.3 2012.4;OLS;EST 2159 PLOT=0;EN
@@EQ 2160 LAAALME C LAALME(-1) PALME;SMPL 1997.2 2012.4;OLS;EST 2160 PLOT=0;EN
@@EQ 2161 LAAIAME C LAIAME(-1) PIAME;SMPL 1978.2 2012.4;OLS;EST 2161 PLOT=0;EN
@@EQ 2162 LAAINME C LAINME(-1) PINME;SMPL 2000.3 2012.4;OLS;EST 2162 PLOT=0;EN
@@EQ 2163 LAAIQME C LAIQME(-1) PIQME;SMPL 2013.1 2012.4;OLS;EST 2163 PLOT=0;EN
@@EQ 2164 LAAKUME C LAKUME(-1) PKUME;SMPL 1997.3 2012.4;OLS;EST 2164 PLOT=0;EN
@@EQ 2165 LAALIME C LALIME(-1) PLIME;SMPL 2011.3 2012.4;OLS;EST 2165 PLOT=0;EN
@@EQ 2166 LAAUAME C LAUAME(-1) PUAME;SMPL 2013.1 2012.4;OLS;EST 2166 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSPE=USPX$/PEPMM;                                                      
 GENR LAAUSPE=LOG(AAUSPE+.00001);                                             
 GENR LAUSPE=LOG(AUSPE+.00001);                                               
 LHS AAUSPE=EXP(LAAUSPE)-.00001;                                              
  EQ 2167 LAAUSPE C LAUSPE(-1) PUSPE;                                         
EQUATION 1324  LAAUSPE  
   RHS     C  LAUSPE(-1)  PUSPE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1324 PLOT=0;END;                                                     

Equation number = 1324
**********************

Dependent variable = LAAUSPE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -1.247767464

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.178828707       0.102718187  -1.74096     1.000000
14381 LAUSPE  ( -1)       0.725771871       0.049501321  14.66167    -1.246625
14379 PUSPE   (  0)      -0.144171418       0.085553878  -1.68515     1.138738

SE of equation            =     0.106627050
Sum of squared residuals  =  2.10332564       0.217648122E-11
Average absolute error    =     0.083042874
Sum of ABS residuals      =  15.6120603    
R squared                 =   0.56734
Durbin-Watson statistic   =   2.45600
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                         +    *       !!         .    .    0         !
 1966.2!                           +          !!         .    0    .         !
 1966.3!                        +*            !!         .    .0   .         !
 1966.4!                       + *            !!         .    .  0 .         !
 1967.1!                       +              !!         .    0    .         !
 1967.2!                    * +               !!         .  0 .    .         !
 1967.3!                   +    *             !!         .    .    0         !
 1967.4!                   *  +               !!         . 0  .    .         !
 1968.1!             *    +                   !!         0    .    .         !
 1968.2!              +  *                    !!         .    .   0.         !
 1968.3!               *+                     !!         .   0.    .         !
 1968.4!        *      +                      !!       0 .    .    .         !
 1969.1*          +                           !!  0      .    .    .         !
 1969.2!    +       *                         !!         .    .    .   0     !
 1969.3!        *    +                        !!        0.    .    .         !
 1969.4!          +  *                        !!         .    .  0 .         !
 1970.1!              +   *                   !!         .    .   0.         !
 1970.2!                * +                   !!         .  0 .    .         !
 1970.3!                +*                    !!         .    .0   .         !
 1970.4!                 +   *                !!         .    .   0.         !
 1971.1!                    + *               !!         .    .  0 .         !
 1971.2!              *      +                !!       0 .    .    .         !
 1971.3!               +   *                  !!         .    .  0 .         !
 1971.4!           *       +                  !!      0  .    .    .         !
 1972.1!             +         *              !!         .    .    .     0   !
 1972.2!               *      +               !!      0  .    .    .         !
 1972.3!                + *                   !!         .    .  0 .         !
 1972.4!                  + *                 !!         .    . 0  .         !
 1973.1!                    +     *           !!         .    .    .0        !
 1973.2!                       *+             !!         .  0 .    .         !
 1973.3!                      +               !!         .    0    .         !
 1973.4!                      +     *         !!         .    .    . 0       !
 1974.1!                          +   *       !!         .    .   0.         !
 1974.2!                           +          !!         .    0    .         !
 1974.3!                         +            !!         .    0    .         !
 1974.4!                       +   *          !!         .    .   0.         !
 1975.1!                         + *          !!         .    .  0 .         !
 1975.2!                         +*           !!         .    0    .         !
 1975.3!                        +  *          !!         .    .   0.         !
 1975.4!                         +            !!         .    .0   .         !
 1976.1!                       +    *         !!         .    .   0.         !
 1976.2!                  *      +            !!       0 .    .    .         !
 1976.3!                  +   *               !!         .    .   0.         !
 1976.4!                  *  +                !!         . 0  .    .         !
 1977.1!               *  +                   !!         . 0  .    .         !
 1977.2!                +        *            !!         .    .    .    0    !
 1977.3!                      +*              !!         .    .0   .         !
 1977.4!                *    +                !!        0.    .    .         !
 1978.1!                +       *             !!         .    .    .  0      !
 1978.2!                       +     *        !!         .    .    . 0       !
 1978.3!                           +       *  !!         .    .    .   0     !
 1978.4!                               +      *!         .    .    . 0       !
 1979.1!                   *             +    !0         .    .    .         !
 1979.2!                   +        *         !!         .    .    .   0     !
 1979.3!                    *     +           !!       0 .    .    .         !
 1979.4!                    +             *   !!         .    .    .         0
 1980.1!                              +    *  !!         .    .    0         !
 1980.2!                                +  *  !!         .    .   0.         !
 1980.3!                                +   * !!         .    .    0         !
 1980.4!                                + *   !!         .    . 0  .         !
 1981.1!                              +  *    !!         .    .  0 .         !
 1981.2!                             + *      !!         .    . 0  .         !
 1981.3!                    *       +         !!      0  .    .    .         !
 1981.4!                    +   *             !!         .    .   0.         !
 1982.1!                      + *             !!         .    . 0  .         !
 1982.2!                       +    *         !!         .    .    0         !
 1982.3!                         +            !!         .   0.    .         !
 1982.4!                    *  +              !!         .0   .    .         !
 1983.1!                   +    *             !!         .    .    0         !
 1983.2!                       +          *   !!         .    .    .       0 !
 1983.3!                             *+       !!         .  0 .    .         !
 1983.4!                          +      *    !!         .    .    .  0      !
 1984.1!                          *  +        !!         . 0  .    .         !
 1984.2!                      * +             !!         .  0 .    .         !
 1984.3!                     +  *             !!         .    .  0 .         !
 1984.4!                      +*              !!         .    0    .         !
 1985.1!                   * +                !!         .  0 .    .         !
 1985.2!              *   +                   !!         .0   .    .         !
 1985.3!              *+                      !!         .   0.    .         !
 1985.4!              * +                     !!         .   0.    .         !
 1986.1!               +   *                  !!         .    .   0.         !
 1986.2!          *        +                  !!     0   .    .    .         !
 1986.3!             +  *                     !!         .    .   0.         !
 1986.4!               * +                    !!         . 0  .    .         !
 1987.1!                +                     !!         .    0    .         !
 1987.2!                 +*                   !!         .    0    .         !
 1987.3!               *  +                   !!         .0   .    .         !
 1987.4!                 +   *                !!         .    .    0         !
 1988.1!                     +       *        !!         .    .    .  0      !
 1988.2!                   *      +           !!      0  .    .    .         !
 1988.3!                   +   *              !!         .    .   0.         !
 1988.4!                    * +               !!         .  0 .    .         !
 1989.1!                    +*                !!         .    .0   .         !
 1989.2!                     +*               !!         .    .0   .         !
 1989.3!                     +  *             !!         .    .  0 .         !
 1989.4!                      +        *      !!         .    .    .    0    !
 1990.1!                            +*        !!         .    0    .         !
 1990.2!                          +*          !!         .    .0   .         !
 1990.3!                     *    +           !!         0    .    .         !
 1990.4!                     +                !!         .    0    .         !
 1991.1!                 *   +                !!         .0   .    .         !
 1991.2!                  +                   !!         .    0    .         !
 1991.3!              *   +                   !!         0    .    .         !
 1991.4!               +                      !!         .    0    .         !
 1992.1!                +   *                 !!         .    .   0.         !
 1992.2!                   *+                 !!         .    0    .         !
 1992.3!                  *+                  !!         .  0 .    .         !
 1992.4!                  +  *                !!         .    .  0 .         !
 1993.1!                 *   +                !!         .0   .    .         !
 1993.2!                  +  *                !!         .    .   0.         !
 1993.3!                     +  *             !!         .    .   0.         !
 1993.4!                 *     +              !!        0.    .    .         !
 1994.1!               * +                    !!         .  0 .    .         !
 1994.2!                +   *                 !!         .    .  0 .         !
 1994.3!                    + *               !!         .    . 0  .         !
 1994.4!                    *+                !!         .  0 .    .         !
 1995.1!              *     +                 !!        0.    .    .         !
 1995.2!            *   +                     !!         .0   .    .         !
 1995.3!              +   *                   !!         .    .   0.         !
 1995.4!             *    +                   !!         0    .    .         !
 1996.1!               +*                     !!         .    .0   .         !
 1996.2!               *+                     !!         .  0 .    .         !
 1996.3!               +                      !!         .    0    .         !
 1996.4!         *      +                     !!       0 .    .    .         !
 1997.1!           +       *                  !!         .    .    .  0      !
 1997.2!             *     +                  !!        0.    .    .         !
 1997.3!             *+                       !!         .   0.    .         !
 1997.4!              +                       !!         .    0    .         !
 1998.1!               + *                    !!         .    .  0 .         !
 1998.2!               * +                    !!         .  0 .    .         !
 1998.3!            *  +                      !!         .0   .    .         !
 1998.4!             +   *                    !!         .    .   0.         !
 1999.1!                 + *                  !!         .    .  0 .         !
 1999.2!                   +*                 !!         .    .0   .         !
 1999.3!            *      +                  !!       0 .    .    .         !
 1999.4!              +*                      !!         .    .0   .         !
 2000.1!               *+                     !!         .   0.    .         !
 2000.2!           *   +                      !!         .0   .    .         !
 2000.3!          * +                         !!         .  0 .    .         !
 2000.4!           *+                         !!         .   0.    .         !
 2001.1!            +*                        !!         .    0    .         !
 2001.2!            * +                       !!         .   0.    .         !
 2001.3!              +*                      !!         .    .0   .         !
 2001.4!            *  +                      !!         . 0  .    .         !
 2002.1!             *+                       !!         .   0.    .         !
 2002.2!            * +                       !!         .  0 .    .         !
 2002.3!         *    +                       !!         0    .    .         !
 2002.4!         *  +                         !!         . 0  .    .         !
 2003.1!            +  *                      !!         .    .   0.         !
 2003.2!          *     +                     !!       0 .    .    .         !
 2003.3!            +  *                      !!         .    .  0 .         !
 2003.4!         *      +                     !!      0  .    .    .         !
 2004.1!            +                         !!         .    .0   .         !
 2004.2!           *  +                       !!         . 0  .    .         !
 2004.3!             +*                       !!         .    .0   .         !
 2004.4!               *+                     !!         .   0.    .         !
 2005.1!               *+                     !!         .   0.    .         !
 2005.2!             *   +                    !!         .0   .    .         !
 2005.3!           *    +                     !!         0    .    .         !
 2005.4!         *   +                        !!         0    .    .         !
 2006.1!            +                         !!         .    0    .         !
 2006.2!            * +                       !!         .  0 .    .         !
 2006.3!     *         +                      !!    0    .    .    .         !
 2006.4!          +   *                       !!         .    .   0.         !
 2007.1!            *   +                     !!         .0   .    .         !
 2007.2!            *  +                      !!         .  0 .    .         !
 2007.3!               +                      !!         .    0    .         !
 2007.4!                 +*                   !!         .    .0   .         !
 2008.1!                   +                  !!         .   0.    .         !
 2008.2!                   *+                 !!         .   0.    .         !
 2008.3!                   *+                 !!         .   0.    .         !
 2008.4!               *    +                 !!         0    .    .         !
 2009.1!                 +  *                 !!         .    .  0 .         !
 2009.2!                    +                 !!         .    0    .         !
 2009.3!                     +                !!         .    .0   .         !
 2009.4!                 *    +               !!         0    .    .         !
 2010.1!                   +  *               !!         .    .   0.         !
 2010.2!                 *    +               !!         0    .    .         !
 2010.3!                * +                   !!         . 0  .    .         !
 2010.4!                 +*                   !!         .    .0   .         !
 2011.1!                   + *                !!         .    .0   .         !
 2011.2!                   * +                !!         . 0  .    .         !
 2011.3!             *      +                 !!       0 .    .    .         !
 2011.4!                +*                    !!         .    . 0  .         !
 2012.1!                   + *                !!         .    . 0  .         !
 2012.2!               *     +                !!       0 .    .    .         !
 2012.3!                *+                    !!         .   0.    .         !
 2012.4!                  +*                  !!         .    .0   .         !


     27.13 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ  2168 LAACAPE C LACAPE(-1) PCAPE;SMPL 1966.1 2012.4;OLS;EST 2168 PLOT=0;EN
@EQ  2169 LAAJAPE C LAJAPE(-1) PJAPE;SMPL 1966.1 2012.4;OLS;EST 2169 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUPE=AUPX$/PEPMM;                                                      
 GENR LAAAUPE=LOG(AAAUPE+.00001);                                             
 GENR LAAUPE=LOG(AAUPE+.00001);                                               
 LHS AAAUPE=EXP(LAAAUPE)-.00001;                                              
  EQ 2170 LAAAUPE C LAAUPE(-1) PAUPE;                                         
EQUATION 1325  LAAAUPE  
   RHS     C  LAAUPE(-1)  PAUPE  
 SMPL 1970.4 2012.4;                                                          
Sample period is now  1970.4 to  2012.4 Internally:    76 to   244
 OLS;EST 1325 PLOT=0;END;                                                     

Equation number = 1325
**********************

Dependent variable = LAAAUPE 

 1970.4 -   2012.4,    0 missing obs.,  169 obs. used.

Mean of dependent variable       -5.576336020

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.780759705       0.330717700  -5.38453     1.000000
14384 LAAUPE  ( -1)       0.545549575       0.063335940   8.61359    -5.572499
14382 PAUPE   (  0)      -0.760219371       0.226880324  -3.35075     0.993795

SE of equation            =     0.319483431
Sum of squared residuals  =  16.9435640      -0.201882955E-10
Average absolute error    =     0.233137878
Sum of ABS residuals      =  39.4003014    
R squared                 =   0.44459
Durbin-Watson statistic   =   2.21000
SMPL and No. Obs.         = 1970.4   2012.4    169

Plot of actual(*) and fitted(+) values and residuals(0)


 1970.4!                       + *            !!          .   .0  .          !
 1971.1!                      + *             !!          .   .0  .          !
 1971.2!                     +  *             !!          .   . 0 .          !
 1971.3!                     +                !!          .   0   .          !
 1971.4!                    +  *              !!          .   . 0 .          !
 1972.1!                    +*                !!          .   .0  .          !
 1972.2!                   +*                 !!          .   0   .          !
 1972.3!                  +  *                !!          .   . 0 .          !
 1972.4!                   +                  !!          .   0   .          !
 1973.1!            *     +                   !!         0.   .   .          !
 1973.2!              +   *                   !!          .   .  0.          !
 1973.3!            *    +                    !!          0   .   .          !
 1973.4!            * +                       !!          . 0 .   .          !
 1974.1!            *   +                     !!          .0  .   .          !
 1974.2!               +         *            !!          .   .   .  0       !
 1974.3!           *          +               !!      0   .   .   .          !
 1974.4!        *     +                       !!          0   .   .          !
 1975.1!            +                         !!          .   0   .          !
 1975.2!          *   +                       !!          .0  .   .          !
 1975.3!             +      *                 !!          .   .   .0         !
 1975.4!                   +                  !!          .   0   .          !
 1976.1!                   +    *             !!          .   .   0          !
 1976.2!                     +             *  !!          .   .   .      0   !
 1976.3!                           +    *     !!          .   .  0.          !
 1976.4!                         +    *       !!          .   .   0          !
 1977.1!                        +      *      !!          .   .   . 0        !
 1977.2!                       +*             !!          .   0   .          !
 1977.3!                   +  *               !!          .   . 0 .          !
 1977.4!                 +*                   !!          .   0   .          !
 1978.1!       *       +                      !!         0.   .   .          !
 1978.2!            +*                        !!          .   .0  .          !
 1978.3!               +*                     !!          .   .0  .          !
 1978.4!                +      *              !!          .   .   .0         !
 1979.1!             *      +                 !!         0.   .   .          !
 1979.2!               + *                    !!          .   . 0 .          !
 1979.3!    *             +                   !!    0     .   .   .          !
 1979.4!         +    *                       !!          .   .   0          !
 1980.1!          *     +                     !!          0   .   .          !
 1980.2!             *+                       !!          .   0   .          !
 1980.3!               +        *             !!          .   .   . 0        !
 1980.4!                      + *             !!          .   .0  .          !
 1981.1!                       + *            !!          .   . 0 .          !
 1981.2!                        +   *         !!          .   .  0.          !
 1981.3!                          +      *    !!          .   .   .0         !
 1981.4!                            +       * !!          .   .   . 0        !
 1982.1!                              +*      !!          .   .0  .          !
 1982.2!                           +       *  !!          .   .   . 0        !
 1982.3!                         *   +        !!          .0  .   .          !
 1982.4!               *        +             !!       0  .   .   .          !
 1983.1!                  +    *              !!          .   .   0          !
 1983.2!                     * +              !!          .  0.   .          !
 1983.3!                   *   +              !!          .0  .   .          !
 1983.4!         *           +                !!     0    .   .   .          !
 1984.1!            *   +                     !!          .0  .   .          !
 1984.2!                 *+                   !!          .  0.   .          !
 1984.3!                    +  *              !!          .   . 0 .          !
 1984.4!                        +             !!          .   0   .          !
 1985.1!                       * +            !!          . 0 .   .          !
 1985.2!                       *+             !!          .  0.   .          !
 1985.3!                       +          *   !!          .   .   .   0      !
 1985.4!                       *     +        !!          0   .   .          !
 1986.1!                  *   +               !!          .0  .   .          !
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 1986.3!                     *+               !!          .   0   .          !
 1986.4!                    +     *           !!          .   .   0          !
 1987.1!                  *   +               !!          .0  .   .          !
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 1989.3!                  +  *                !!          .   . 0 .          !
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 1990.2!           *   +                      !!          .0  .   .          !
 1990.3!          *  +                        !!          . 0 .   .          !
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 1991.1!        *+                            !!          .  0.   .          !
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 1991.4!           +   *                      !!          .   .  0.          !
 1992.1!       *       +                      !!        0 .   .   .          !
 1992.2!        * +                           !!          . 0 .   .          !
 1992.3!        *+                            !!          .  0.   .          !
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 1993.2*              +                       !!   0      .   .   .          !
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 1999.4!          +                   *       !!          .   .   .         0!
 2000.1!                        +*            !!          .   .0  .          !
 2000.2!            *        +                !!       0  .   .   .          !
 2000.3!        *     +                       !!         0.   .   .          !
 2000.4!      *     +                         !!         0.   .   .          !
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 2001.2!              +                       !!          .   0   .          !
 2001.3!                +                     !!          .   0   .          !
 2001.4!              *  +                    !!          . 0 .   .          !
 2002.1!           *    +                     !!          0   .   .          !
 2002.2!              +     *                 !!          .   .   0          !
 2002.3!                   +                  !!          .   .0  .          !
 2002.4!                * +                   !!          . 0 .   .          !
 2003.1!                + *                   !!          .   . 0 .          !
 2003.2!                +                     !!          .   0   .          !
 2003.3!           *   +                      !!          .0  .   .          !
 2003.4!            +    *                    !!          .   .   0          !
 2004.1!         *    +                       !!          0   .   .          !
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 2004.3!              +                       !!          .   0   .          !
 2004.4!           * +                        !!          .  0.   .          !
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 2007.1!           *  +                       !!          . 0 .   .          !
 2007.2!          *  +                        !!          . 0 .   .          !
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 2007.4!           +         *                !!          .   .   .  0       !
 2008.1!                  +*                  !!          .   .0  .          !
 2008.2!              *  +                    !!          . 0 .   .          !
 2008.3!              +  *                    !!          .   . 0 .          !
 2008.4!               * +                    !!          . 0 .   .          !
 2009.1!               +   *                  !!          .   .  0.          !
 2009.2!             *   +                    !!          .0  .   .          !
 2009.3!             +    *                   !!          .   .   0          !
 2009.4!                +    *                !!          .   .  0.          !
 2010.1!             *    +                   !!          0   .   .          !
 2010.2!             * +                      !!          . 0 .   .          !
 2010.3!            *  +                      !!          . 0 .   .          !
 2010.4!             *+                       !!          .   0   .          !
 2011.1!            *  +                      !!          . 0 .   .          !
 2011.2!      *       +                       !!        0 .   .   .          !
 2011.3!         * +                          !!          .  0.   .          !
 2011.4!      *      +                        !!         0.   .   .          !
 2012.1!            +       *                 !!          .   .   . 0        !
 2012.2!                 * +                  !!          . 0 .   .          !
 2012.3!                * +                   !!          . 0 .   .          !
 2012.4!                *+                    !!          .  0.   .          !


     24.85 percent of the residuals exceed 1 SE
      5.33 percent of the residuals exceed 2 SE
@EQ  2171 LAAFRPE C LAFRPE(-1) PFRPE;SMPL 1966.1 2012.4;OLS;EST 2171 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEPE=GEPX$/PEPMM;                                                      
 GENR LAAGEPE=LOG(AAGEPE+.00001);                                             
 GENR LAGEPE=LOG(AGEPE+.00001);                                               
 LHS AAGEPE=EXP(LAAGEPE)-.00001;                                              
  EQ 2172 LAAGEPE C LAGEPE(-1) PGEPE;                                         
EQUATION 1326  LAAGEPE  
   RHS     C  LAGEPE(-1)  PGEPE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1326 PLOT=0;END;                                                     

Equation number = 1326
**********************

Dependent variable = LAAGEPE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.760496710

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.008435313       0.125992622  -0.06695     1.000000
14387 LAGEPE  ( -1)       0.867720232       0.036003985  24.10067    -2.752046
14385 PGEPE   (  0)      -0.368828345       0.162238045  -2.27338     0.987058

SE of equation            =     0.207426369
Sum of squared residuals  =  7.95975425      -0.443689530E-11
Average absolute error    =     0.148819450
Sum of ABS residuals      =  27.9780566    
R squared                 =   0.85291
Durbin-Watson statistic   =   2.72641
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                               + *    !!           .  .0 .           !
 1966.2!                                +*    !!           .  .0 .           !
 1966.3!                                +*    !!           .  .0 .           !
 1966.4!                              *+      !!           . 0.  .           !
 1967.1!                             +*       !!           .  .0 .           !
 1967.2!                             + *      !!           .  .0 .           !
 1967.3!                              +  *    !!           .  .  0           !
 1967.4!                                +*    !!           .  .0 .           !
 1968.1!                              *+      !!           . 0.  .           !
 1968.2!                           *+         !!           . 0.  .           !
 1968.3!                          +           !!           .  0  .           !
 1968.4!                         +*           !!           .  0  .           !
 1969.1!                        +    *        !!           .  .  .0          !
 1969.2!                            +         !!           .  0  .           !
 1969.3!                           +*         !!           .  .0 .           !
 1969.4!                           +*         !!           .  .0 .           !
 1970.1!                          +   *       !!           .  .  0           !
 1970.2!                            + *       !!           .  .0 .           !
 1970.3!                            +         !!           .  0  .           !
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 1972.1!                      *     +         !!         0 .  .  .           !
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 1981.1!                 +                  * !!           .  .  .           0
 1981.2!                        *          +  !!      0    .  .  .           !
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 1983.3!                          +           *!           .  .  .     0     !
 1983.4!                  *                  +!0           .  .  .           !
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 1984.2!                      +  *            !!           .  .  0           !
 1984.3!                      *   +           !!           0  .  .           !
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 1985.4!                      *  +            !!           0  .  .           !
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 1988.3!                *   +                 !!           0  .  .           !
 1988.4!               *+                     !!           . 0.  .           !
 1989.1!               +   *                  !!           .  .  0           !
 1989.2!                   +*                 !!           .  .0 .           !
 1989.3!                   +                  !!           .  0  .           !
 1989.4!            *     +                   !!         0 .  .  .           !
 1990.1!            +        *                !!           .  .  .   0       !
 1990.2!                  * +                 !!           . 0.  .           !
 1990.3!            *    +                    !!          0.  .  .           !
 1990.4!       *   +                          !!          0.  .  .           !
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 1991.3!           +*                         !!           .  .0 .           !
 1991.4!            +*                        !!           .  .0 .           !
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 2004.3! *   +                                !!           0  .  .           !
 2004.4!  +*                                  !!           .  .0 .           !
 2005.1!   + *                                !!           .  .0 .           !
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 2007.3!     +                                !!           .  0  .           !
 2007.4!    * +                               !!           . 0.  .           !
 2008.1!  *  +                                !!           0  .  .           !
 2008.2!  *+                                  !!           . 0.  .           !
 2008.3! * +                                  !!           .0 .  .           !
 2008.4!   +*                                 !!           .  .0 .           !
 2009.1!     +                                !!           .  0  .           !
 2009.2!     *+                               !!           . 0.  .           !
 2009.3!   *  +                               !!           .0 .  .           !
 2009.4!*   +                                 !!           0  .  .           !
 2010.1! + *                                  !!           .  . 0.           !
 2010.2! *   +                                !!           0  .  .           !
 2010.3!  *+                                  !!           . 0.  .           !
 2010.4*   +                                  !!           0  .  .           !
 2011.1! +  *                                 !!           .  . 0.           !
 2011.2!*    +                                !!          0.  .  .           !
 2011.3! *+                                   !!           . 0.  .           !
 2011.4!*  +                                  !!           .0 .  .           !
 2012.1!  +   *                               !!           .  .  0           !
 2012.2! *      +                             !!         0 .  .  .           !
 2012.3!  * +                                 !!           .0 .  .           !
 2012.4!  * +                                 !!           . 0.  .           !


     27.13 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITPE=ITPX$/PEPMM;                                                      
 GENR LAAITPE=LOG(AAITPE+.00001);                                             
 GENR LAITPE=LOG(AITPE+.00001);                                               
 LHS AAITPE=EXP(LAAITPE)-.00001;                                              
  EQ 2173 LAAITPE C LAITPE(-1) PITPE;                                         
EQUATION 1327  LAAITPE  
   RHS     C  LAITPE(-1)  PITPE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1327 PLOT=0;END;                                                     

Equation number = 1327
**********************

Dependent variable = LAAITPE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.323287546

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.607186431       0.174508548  -3.47941     1.000000
14390 LAITPE  ( -1)       0.422019517       0.064383316   6.55480    -3.320128
14388 PITPE   (  0)      -1.520661438       0.239210683  -6.35700     0.864717

SE of equation            =     0.357951556
Sum of squared residuals  =  23.7039235       0.797362176E-11
Average absolute error    =     0.240965310
Sum of ABS residuals      =  45.3014783    
R squared                 =   0.57276
Durbin-Watson statistic   =   2.27899
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!             *+                       !!           . 0.  .           !
 1966.2!            * +                       !!           .0 .  .           !
 1966.3!             +                        !!           .  0  .           !
 1966.4!               +                      !!           .  0  .           !
 1967.1!               +  *                   !!           .  .  0           !
 1967.2!                 +                    !!           .  0  .           !
 1967.3!                +*                    !!           .  .0 .           !
 1967.4!                +*                    !!           .  .0 .           !
 1968.1!               +                      !!           .  0  .           !
 1968.2!             *+                       !!           . 0.  .           !
 1968.3!             +*                       !!           .  .0 .           !
 1968.4!             + *                      !!           .  . 0.           !
 1969.1!              +   *                   !!           .  .  0           !
 1969.2!                +    *                !!           .  .  .0          !
 1969.3!                 +   *                !!           .  .  0           !
 1969.4!                 +  *                 !!           .  . 0.           !
 1970.1!                 +   *                !!           .  .  0           !
 1970.2!                  +                   !!           .  0  .           !
 1970.3!                +*                    !!           .  0  .           !
 1970.4!                +*                    !!           .  0  .           !
 1971.1!              * +                     !!           . 0.  .           !
 1971.2!               +                      !!           .  0  .           !
 1971.3!               +                      !!           .  0  .           !
 1971.4!               + *                    !!           .  .0 .           !
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 1972.3!               + *                    !!           .  .0 .           !
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 1977.4!          *  +                        !!           .0 .  .           !
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 1978.2!                *+                    !!           . 0.  .           !
 1978.3!           *    +                     !!          0.  .  .           !
 1978.4!              +                       !!           .  0  .           !
 1979.1!               +                   *  !!           .  .  .           0
 1979.2!                       +              !!           .  0  .           !
 1979.3!                   +                  *!           .  .  .          0!
 1979.4!               *        +             !!        0  .  .  .           !
 1980.1!           *   +                      !!           0  .  .           !
 1980.2!             +                *       !!           .  .  .        0  !
 1980.3!          *         +                 !!      0    .  .  .           !
 1980.4!             +        *               !!           .  .  .   0       !
 1981.1!             *     +                  !!          0.  .  .           !
 1981.2!               +    *                 !!           .  .  0           !
 1981.3!                  +     *             !!           .  .  .0          !
 1981.4!                   +    *             !!           .  .  .0          !
 1982.1!                   +    *             !!           .  .  .0          !
 1982.2!                 *  +                 !!           .0 .  .           !
 1982.3!                 + *                  !!           .  . 0.           !
 1982.4!                 *+                   !!           .  0  .           !
 1983.1!                 +*                   !!           .  .0 .           !
 1983.2!            *     +                   !!          0.  .  .           !
 1983.3!             * +                      !!           .0 .  .           !
 1983.4!               +      *               !!           .  .  . 0         !
 1984.1!                    + *               !!           .  . 0.           !
 1984.2!            *       +                 !!         0 .  .  .           !
 1984.3!                +  *                  !!           .  .  0           !
 1984.4!               *   +                  !!           0  .  .           !
 1985.1!             *   +                    !!           0  .  .           !
 1985.2!               *+                     !!           . 0.  .           !
 1985.3!        *       +                     !!        0  .  .  .           !
 1985.4!             +    *                   !!           .  .  .0          !
 1986.1!        *       +                     !!        0  .  .  .           !
 1986.2!             +                        !!           .  .0 .           !
 1986.3!           *  +                       !!           .0 .  .           !
 1986.4!             +  *                     !!           .  . 0.           !
 1987.1!              +                       !!           .  0  .           !
 1987.2!            * +                       !!           .0 .  .           !
 1987.3!             +  *                     !!           .  . 0.           !
 1987.4!              + *                     !!           .  .0 .           !
 1988.1!       *      +                       !!        0  .  .  .           !
 1988.2!         * +                          !!           . 0.  .           !
 1988.3!         *  +                         !!           .0 .  .           !
 1988.4!        *  +                          !!           .0 .  .           !
 1989.1!           + *                        !!           .  . 0.           !
 1989.2!              +  *                    !!           .  . 0.           !
 1989.3!               +         *            !!           .  .  .   0       !
 1989.4!                *+                    !!           . 0.  .           !
 1990.1!             + *                      !!           .  . 0.           !
 1990.2!             +  *                     !!           .  . 0.           !
 1990.3!             +  *                     !!           .  . 0.           !
 1990.4!          * +                         !!           . 0.  .           !
 1991.1!          +     *                     !!           .  .  . 0         !
 1991.2!             +   *                    !!           .  .  0           !
 1991.3!          *  +                        !!           0  .  .           !
 1991.4!         +   *                        !!           .  .  0           !
 1992.1!           +*                         !!           .  0  .           !
 1992.2!       *  +                           !!           .0 .  .           !
 1992.3!      * +                             !!           . 0.  .           !
 1992.4!    *    +                            !!           0  .  .           !
 1993.1!         +                            !!           .  0  .           !
 1993.2!           +                          !!           .  0  .           !
 1993.3!       *    +                         !!          0.  .  .           !
 1993.4!           +  *                       !!           .  . 0.           !
 1994.1!             + *                      !!           .  .0 .           !
 1994.2!              +                       !!           .  0  .           !
 1994.3!              +*                      !!           .  .0 .           !
 1994.4!             *+                       !!           . 0.  .           !
 1995.1!              +*                      !!           .  .0 .           !
 1995.2!           *  +                       !!           .0 .  .           !
 1995.3!           *+                         !!           . 0.  .           !
 1995.4!          *+                          !!           .  0  .           !
 1996.1!          + *                         !!           .  .0 .           !
 1996.2!          +*                          !!           .  .0 .           !
 1996.3!         + *                          !!           .  .0 .           !
 1996.4!         +*                           !!           .  .0 .           !
 1997.1!        *+                            !!           . 0.  .           !
 1997.2!         +*                           !!           .  .0 .           !
 1997.3!          +*                          !!           .  0  .           !
 1997.4!          + *                         !!           .  .0 .           !
 1998.1!          +                           !!           .  0  .           !
 1998.2!        *+                            !!           . 0.  .           !
 1998.3!       + *                            !!           .  .0 .           !
 1998.4!       +                              !!           .  0  .           !
 1999.1!     *+                               !!           . 0.  .           !
 1999.2!      +                               !!           .  0  .           !
 1999.3!       +                              !!           . 0.  .           !
 1999.4!     *  +                             !!           .0 .  .           !
 2000.1!     *  +                             !!           .0 .  .           !
 2000.2!      * +                             !!           .0 .  .           !
 2000.3!        +*                            !!           .  .0 .           !
 2000.4!       *  +                           !!           .0 .  .           !
 2001.1!        +                             !!           .  0  .           !
 2001.2!       *  +                           !!           .0 .  .           !
 2001.3!         +*                           !!           .  0  .           !
 2001.4!         *+                           !!           . 0.  .           !
 2002.1!         *+                           !!           .  0  .           !
 2002.2!          +                           !!           .  0  .           !
 2002.3!        *+                            !!           . 0.  .           !
 2002.4!         +  *                         !!           .  . 0.           !
 2003.1!         +                            !!           .  0  .           !
 2003.2!       +*                             !!           .  .0 .           !
 2003.3!       +                              !!           .  0  .           !
 2003.4!      +                               !!           .  0  .           !
 2004.1!     +                                !!           .  .0 .           !
 2004.2!    *+                                !!           .  0  .           !
 2004.3!    +                                 !!           .  0  .           !
 2004.4!   *+                                 !!           . 0.  .           !
 2005.1!   +  *                               !!           .  . 0.           !
 2005.2!      +  *                            !!           .  . 0.           !
 2005.3!      * +                             !!           .0 .  .           !
 2005.4!   *   +                              !!           0  .  .           !
 2006.1!    *+                                !!           . 0.  .           !
 2006.2!    +  *                              !!           .  . 0.           !
 2006.3!   *  +                               !!           .0 .  .           !
 2006.4!    +    *                            !!           .  .  0           !
 2007.1!    * +                               !!           .0 .  .           !
 2007.2!   *+                                 !!           .  0  .           !
 2007.3!   + *                                !!           .  .0 .           !
 2007.4!  *+                                  !!           . 0.  .           !
 2008.1!   +   *                              !!           .  .  0           !
 2008.2!     + *                              !!           .  . 0.           !
 2008.3!     +  *                             !!           .  . 0.           !
 2008.4!   *   +                              !!           0  .  .           !
 2009.1!   +  *                               !!           .  . 0.           !
 2009.2!  * +                                 !!           .0 .  .           !
 2009.3! +                                    !!           .  0  .           !
 2009.4* +                                    !!           .0 .  .           !
 2010.1! +*                                   !!           .  .0 .           !
 2010.2!*   +                                 !!           0  .  .           !
 2010.3! *+                                   !!           . 0.  .           !
 2010.4!  +                                   !!           .  0  .           !
 2011.1!    +                                 !!           .  0  .           !
 2011.2!   *   +                              !!           0  .  .           !
 2011.3!   *  +                               !!           0  .  .           !
 2011.4!     *+                               !!           . 0.  .           !
 2012.1!      * +                             !!           . 0.  .           !
 2012.2!    *   +                             !!           0  .  .           !
 2012.3!    *   +                             !!           0  .  .           !
 2012.4!      *+                              !!           . 0.  .           !


     21.81 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ  2174 LAANEPE C LANEPE(-1) PNEPE;SMPL 1966.1 2012.4;OLS;EST 2174 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTPE=STPX$/PEPMM;                                                      
 GENR LAASTPE=LOG(AASTPE+.00001);                                             
 GENR LASTPE=LOG(ASTPE+.00001);                                               
 LHS AASTPE=EXP(LAASTPE)-.00001;                                              
  EQ 2175 LAASTPE C LASTPE(-1) PSTPE;                                         
EQUATION 1328  LAASTPE  
   RHS     C  LASTPE(-1)  PSTPE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1328 PLOT=0;END;                                                     

Equation number = 1328
**********************

Dependent variable = LAASTPE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.149724458

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.205208012       0.095966148  -2.13834     1.000000
14393 LASTPE  ( -1)       0.769985641       0.045858284  16.79055    -4.136287
14391 PSTPE   (  0)      -0.853804060       0.186034889  -4.58948     0.889707

SE of equation            =     0.248318468
Sum of squared residuals  =  11.4074814      -0.232347475E-11
Average absolute error    =     0.188258414
Sum of ABS residuals      =  35.3925819    
R squared                 =   0.90534
Durbin-Watson statistic   =   2.73540
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                    + !!           .  .0 .           !
 1966.2!                                     +!!           .  .0 .           !
 1966.3!                                    * +!           .0 .  .           !
 1966.4!                              *     + !!        0  .  .  .           !
 1967.1!                                +     *!           .  .  .  0        !
 1967.2!                                   *  +!           .0 .  .           !
 1967.3!                                   *+ !!           . 0.  .           !
 1967.4!                                 * +  !!           .0 .  .           !
 1968.1!                                * +   !!           . 0.  .           !
 1968.2!                              * +     !!           .0 .  .           !
 1968.3!                           *   +      !!           0  .  .           !
 1968.4!                            +  *      !!           .  .  0           !
 1969.1!                                +*    !!           .  .0 .           !
 1969.2!                               * +    !!           .0 .  .           !
 1969.3!                                +  *  !!           .  .  0           !
 1969.4!                                 *  + !!           0  .  .           !
 1970.1!                                  +   !!           .  0  .           !
 1970.2!                                *  +  !!           .0 .  .           !
 1970.3!                                  + * !!           .  . 0.           !
 1970.4!                                  * + !!           .0 .  .           !
 1971.1!                                 * +  !!           .0 .  .           !
 1971.2!                                  + * !!           .  . 0.           !
 1971.3!                               *   +  !!          0.  .  .           !
 1971.4!                                + *   !!           .  . 0.           !
 1972.1!                                  +   *!           .  .  0           !
 1972.2!                                   * +!!           .0 .  .           !
 1972.3!                                  +*  !!           .  .0 .           !
 1972.4!                                  +  *!!           .  . 0.           !
 1973.1!                                   +  !!           . 0.  .           !
 1973.2!                                  +  *!!           .  .  0           !
 1973.3!                                   +* !!           .  0  .           !
 1973.4!                                 * +  !!           .0 .  .           !
 1974.1!                                 +   *!!           .  .  0           !
 1974.2!                                    + !!           .  0  .           !
 1974.3!                              *    +  !!         0 .  .  .           !
 1974.4!                              +  *    !!           .  .  0           !
 1975.1!                               *+     !!           . 0.  .           !
 1975.2!                              +*      !!           .  0  .           !
 1975.3!                              + *     !!           .  .0 .           !
 1975.4!                               +      !!           .  0  .           !
 1976.1!                              +       !!           .  0  .           !
 1976.2!                             +        !!           . 0.  .           !
 1976.3!                            +    *    !!           .  .  . 0         !
 1976.4!                               + *    !!           .  . 0.           !
 1977.1!                                +*    !!           .  .0 .           !
 1977.2!                            *  +      !!           0  .  .           !
 1977.3!                          +    *      !!           .  .  .0          !
 1977.4!                           *+         !!           . 0.  .           !
 1978.1!                        +       *     !!           .  .  .   0       !
 1978.2!                              +       !!           .  0  .           !
 1978.3!                            +      *  !!           .  .  .   0       !
 1978.4!                              * +     !!           . 0.  .           !
 1979.1!                     *      +         !!        0  .  .  .           !
 1979.2!                     +                *!           .  .  .           0
 1979.3!                          *        +  !!      0    .  .  .           !
 1979.4!                         +*           !!           .  .0 .           !
 1980.1!                          +     *     !!           .  .  . 0         !
 1980.2!                             * +      !!           . 0.  .           !
 1980.3!                            + *       !!           .  .0 .           !
 1980.4!                           *  +       !!           .0 .  .           !
 1981.1!                           *+         !!           .0 .  .           !
 1981.2!                            + *       !!           .  . 0.           !
 1981.3!                               +*     !!           .  .0 .           !
 1981.4!                             * +      !!           .0 .  .           !
 1982.1!                             + *      !!           .  . 0.           !
 1982.2!                            *  +      !!           0  .  .           !
 1982.3!                          *  +        !!           0  .  .           !
 1982.4!                      *    +          !!          0.  .  .           !
 1983.1!                        +        *    !!           .  .  .    0      !
 1983.2!                       *        +     !!     0     .  .  .           !
 1983.3!                        *+            !!           . 0.  .           !
 1983.4!                          + *         !!           .  . 0.           !
 1984.1!                           * +        !!           .0 .  .           !
 1984.2!                           * +        !!           . 0.  .           !
 1984.3!                             +  *     !!           .  .  0           !
 1984.4!                          *      +    !!        0  .  .  .           !
 1985.1!                             +   *    !!           .  .  .0          !
 1985.2!                                  + * !!           .  . 0.           !
 1985.3!                              *    +  !!         0 .  .  .           !
 1985.4!                              + *     !!           .  . 0.           !
 1986.1!                            *  +      !!           0  .  .           !
 1986.2!                            +   *     !!           .  .  .0          !
 1986.3!                              + *     !!           .  .0 .           !
 1986.4!                              +       !!           .  0  .           !
 1987.1!                            +    *    !!           .  .  .0          !
 1987.2!                               +   *  !!           .  .  .0          !
 1987.3!                                +*    !!           .  .0 .           !
 1987.4!                              +*      !!           .  0  .           !
 1988.1!                            + *       !!           .  .0 .           !
 1988.2!                         *  +         !!           .0 .  .           !
 1988.3!                        +     *       !!           .  .  . 0         !
 1988.4!                            +         !!           .  0  .           !
 1989.1!                          +    *      !!           .  .  . 0         !
 1989.2!                            * +       !!           . 0.  .           !
 1989.3!                          *+          !!           . 0.  .           !
 1989.4!                         +            !!           .  0  .           !
 1990.1!                        +*            !!           .  .0 .           !
 1990.2!                       +    *         !!           .  .  .0          !
 1990.3!                         +  *         !!           .  .  0           !
 1990.4!                     *   +            !!          0.  .  .           !
 1991.1!                   +      *           !!           .  .  .  0        !
 1991.2!                        +*            !!           .  .0 .           !
 1991.3!                     * +              !!           .0 .  .           !
 1991.4!                   +    *             !!           .  .  .0          !
 1992.1!                    * +               !!           .0 .  .           !
 1992.2!                   +*                 !!           .  .0 .           !
 1992.3!                   +  *               !!           .  .  0           !
 1992.4!                  * +                 !!           .0 .  .           !
 1993.1!                  + *                 !!           .  .  0           !
 1993.2!                    +*                !!           .  .0 .           !
 1993.3!                  * +                 !!           .0 .  .           !
 1993.4!                  + *                 !!           .  . 0.           !
 1994.1!                   +   *              !!           .  .  0           !
 1994.2!                   * +                !!           .0 .  .           !
 1994.3!                  +   *               !!           .  .  .0          !
 1994.4!                 *   +                !!          0.  .  .           !
 1995.1!             *  +                     !!           0  .  .           !
 1995.2!            +  *                      !!           .  . 0.           !
 1995.3!              +                       !!           .  0  .           !
 1995.4!             +*                       !!           .  . 0.           !
 1996.1!             +*                       !!           .  0  .           !
 1996.2!        *    +                        !!         0 .  .  .           !
 1996.3!        +                             !!           .  0  .           !
 1996.4!        +*                            !!           .  0  .           !
 1997.1!          + *                         !!           .  . 0.           !
 1997.2!             +  *                     !!           .  .  0           !
 1997.3!                +*                    !!           .  .0 .           !
 1997.4!            *   +                     !!          0.  .  .           !
 1998.1!            +   *                     !!           .  .  0           !
 1998.2!               +*                     !!           .  .0 .           !
 1998.3!                + *                   !!           .  .  0           !
 1998.4!          *     +                     !!        0  .  .  .           !
 1999.1!         +     *                      !!           .  .  . 0         !
 1999.2!         *     +                      !!         0 .  .  .           !
 1999.3!         *+                           !!           . 0.  .           !
 1999.4!          +*                          !!           .  .0 .           !
 2000.1!             +                        !!           .  0  .           !
 2000.2!            * +                       !!           . 0.  .           !
 2000.3!           * +                        !!           . 0.  .           !
 2000.4!             +                        !!           .  0  .           !
 2001.1!             *+                       !!           .  0  .           !
 2001.2!            *  +                      !!           0  .  .           !
 2001.3!           * +                        !!           .0 .  .           !
 2001.4!            +                         !!           .  0  .           !
 2002.1!            *+                        !!           .  0  .           !
 2002.2!            *+                        !!           . 0.  .           !
 2002.3!            *+                        !!           . 0.  .           !
 2002.4!            +                         !!           . 0.  .           !
 2003.1!          * +                         !!           . 0.  .           !
 2003.2!          +*                          !!           .  .0 .           !
 2003.3!           +                          !!           .  0  .           !
 2003.4!         *+                           !!           . 0.  .           !
 2004.1!        +*                            !!           .  .0 .           !
 2004.2!         +                            !!           .  0  .           !
 2004.3!         +                            !!           .  0  .           !
 2004.4!       * +                            !!           .0 .  .           !
 2005.1!       +     *                        !!           .  .  . 0         !
 2005.2!             +                        !!           . 0.  .           !
 2005.3!             +                        !!           .  0  .           !
 2005.4!            * +                       !!           .0 .  .           !
 2006.1!        *   +                         !!          0.  .  .           !
 2006.2!        *+                            !!           .  0  .           !
 2006.3!       * +                            !!           .0 .  .           !
 2006.4!      *  +                            !!           0  .  .           !
 2007.1!        +                             !!           .  .0 .           !
 2007.2!       * +                            !!           .0 .  .           !
 2007.3!     *  +                             !!           .0 .  .           !
 2007.4!     * +                              !!           .0 .  .           !
 2008.1!    * +                               !!           .0 .  .           !
 2008.2!     +                                !!           .  0  .           !
 2008.3!    *  +                              !!           .0 .  .           !
 2008.4!     * +                              !!           . 0.  .           !
 2009.1!     *+                               !!           . 0.  .           !
 2009.2!     +                                !!           .  0  .           !
 2009.3!    *+                                !!           . 0.  .           !
 2009.4!  * +                                 !!           .0 .  .           !
 2010.1!  + *                                 !!           .  . 0.           !
 2010.2!  *   +                               !!           0  .  .           !
 2010.3! * +                                  !!           .0 .  .           !
 2010.4!  +    *                              !!           .  .  .0          !
 2011.1!   *  +                               !!           0  .  .           !
 2011.2!*  +                                  !!           0  .  .           !
 2011.3!+ *                                   !!           .  .0 .           !
 2011.4*   +                                  !!           0  .  .           !
 2012.1! +  *                                 !!           .  .  0           !
 2012.2! *   +                                !!           0  .  .           !
 2012.3!   +     *                            !!           .  .  .  0        !
 2012.4*        +                             !!      0    .  .  .           !


     27.13 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKPE=UKPX$/PEPMM;                                                      
 GENR LAAUKPE=LOG(AAUKPE+.00001);                                             
 GENR LAUKPE=LOG(AUKPE+.00001);                                               
 LHS AAUKPE=EXP(LAAUKPE)-.00001;                                              
  EQ 2176 LAAUKPE C LAUKPE(-1) PUKPE;                                         
EQUATION 1329  LAAUKPE  
   RHS     C  LAUKPE(-1)  PUKPE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1329 PLOT=0;END;                                                     

Equation number = 1329
**********************

Dependent variable = LAAUKPE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.862630961

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.039745031       0.152146180  -0.26123     1.000000
14396 LAUKPE  ( -1)       0.910512362       0.028383033  32.07946    -3.849068
14394 PUKPE   (  0)      -0.328326202       0.178929659  -1.83495     0.969346

SE of equation            =     0.242751094
Sum of squared residuals  =  10.9016973       0.173554504E-10
Average absolute error    =     0.190106162
Sum of ABS residuals      =  35.7399585    
R squared                 =   0.88810
Durbin-Watson statistic   =   2.75564
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                *     +!      0  .    .    .         !
 1966.2!                              *+      !!         .   0.    .         !
 1966.3!                             +   *    !!         .    .    0         !
 1966.4!                               *+     !!         .   0.    .         !
 1967.1!                              +  *    !!         .    .  0 .         !
 1967.2!                                +  *  !!         .    .   0.         !
 1967.3!                                *+    !!         .  0 .    .         !
 1967.4!                               +      !!         .   0.    .         !
 1968.1!                              + *     !!         .    .  0 .         !
 1968.2!                               + *    !!         .    .  0 .         !
 1968.3!                                +     !!         .    0    .         !
 1968.4!                               +*     !!         .    . 0  .         !
 1969.1!                               + *    !!         .    . 0  .         !
 1969.2!                            *   +     !!         0    .    .         !
 1969.3!                            +     *   !!         .    .    .   0     !
 1969.4!                                  + * !!         .    .  0 .         !
 1970.1!                             *    +   !!       0 .    .    .         !
 1970.2!                             + *      !!         .    . 0  .         !
 1970.3!                          *   +       !!         0    .    .         !
 1970.4!                          +      *    !!         .    .    .   0     !
 1971.1!                              * +     !!         . 0  .    .         !
 1971.2!                             +*       !!         .    .0   .         !
 1971.3!                              +     * !!         .    .    .   0     !
 1971.4!                                  *+  !!         .   0.    .         !
 1972.1!                              *  +    !!         .0   .    .         !
 1972.2!                             +  *     !!         .    .   0.         !
 1972.3!                    *           +     !0         .    .    .         !
 1972.4!                     +         *      !!         .    .    .        0!
 1973.1!                               +      !!         .    0    .         !
 1973.2!                              +*      !!         .    .0   .         !
 1973.3!                          *    +      !!        0.    .    .         !
 1973.4!                        *  +          !!         .0   .    .         !
 1974.1!                         +   *        !!         .    .    .0        !
 1974.2!                          *  +        !!         .0   .    .         !
 1974.3!                          +    *      !!         .    .    .0        !
 1974.4!                             * +      !!         .  0 .    .         !
 1975.1!                             +  *     !!         .    .   0.         !
 1975.2!                               + *    !!         .    . 0  .         !
 1975.3!                                +  *  !!         .    .  0 .         !
 1975.4!                                  +  *!!         .    .   0.         !
 1976.1!                                 *  + !!         . 0  .    .         !
 1976.2!                             *   +    !!        0.    .    .         !
 1976.3!                             +*       !!         .    . 0  .         !
 1976.4!                              +   *   !!         .    .    .0        !
 1977.1!                               *  +   !!         .0   .    .         !
 1977.2!                              +       !!         .   0.    .         !
 1977.3!                             + *      !!         .    .  0 .         !
 1977.4!                             +  *     !!         .    .   0.         !
 1978.1!                               +  *   !!         .    .    0         !
 1978.2!                              *  +    !!         0    .    .         !
 1978.3!                             +        !!         .   0.    .         !
 1978.4!                            +*        !!         .    .0   .         !
 1979.1!                   *        +         !!  0      .    .    .         !
 1979.2!                   +        *         !!         .    .    .      0  !
 1979.3!                    *      +          !!     0   .    .    .         !
 1979.4!                    +    *            !!         .    .    .0        !
 1980.1!                        +  *          !!         .    .    0         !
 1980.2!                         *+           !!         .   0.    .         !
 1980.3!                       +    *         !!         .    .    . 0       !
 1980.4!                          *+          !!         .   0.    .         !
 1981.1!                     *   +            !!         0    .    .         !
 1981.2!                    +                 !!         .    .0   .         !
 1981.3!                    +   *             !!         .    .    .0        !
 1981.4!                     * +              !!         .0   .    .         !
 1982.1!                    +*                !!         .    .0   .         !
 1982.2!                     + *              !!         .    .  0 .         !
 1982.3!                   *  +               !!         .0   .    .         !
 1982.4!                   +                  !!         .    0    .         !
 1983.1!                   +    *             !!         .    .    . 0       !
 1983.2!                       +*             !!         .    .0   .         !
 1983.3!                  *    +              !!       0 .    .    .         !
 1983.4!                  +    *              !!         .    .    . 0       !
 1984.1!                      *+              !!         .   0.    .         !
 1984.2!                      +               !!         .    .0   .         !
 1984.3!                   *  +               !!         0    .    .         !
 1984.4!                   +     *            !!         .    .    . 0       !
 1985.1!                        *+            !!         .    0    .         !
 1985.2!                        +  *          !!         .    .    0         !
 1985.3!                          + *         !!         .    . 0  .         !
 1985.4!                           +          !!         .    .0   .         !
 1986.1!                         * +          !!         . 0  .    .         !
 1986.2!                        *+            !!         .   0.    .         !
 1986.3!                        + *           !!         .    .  0 .         !
 1986.4!                          + *         !!         .    .  0 .         !
 1987.1!                          *+          !!         .   0.    .         !
 1987.2!                     *    +           !!        0.    .    .         !
 1987.3!                     +   *            !!         .    .    0         !
 1987.4!                        +*            !!         .    . 0  .         !
 1988.1!                        +*            !!         .    0    .         !
 1988.2!                *       +             !!    0    .    .    .         !
 1988.3!                +   *                 !!         .    .    0         !
 1988.4!                   +  *               !!         .    .   0.         !
 1989.1!                     +    *           !!         .    .    .0        !
 1989.2!                      *  +            !!         .0   .    .         !
 1989.3!                      +               !!         .   0.    .         !
 1989.4!                     +*               !!         .    0    .         !
 1990.1!                    *+                !!         .  0 .    .         !
 1990.2!                    +  *              !!         .    .    0         !
 1990.3!                      +               !!         .    0    .         !
 1990.4!               *     +                !!      0  .    .    .         !
 1991.1!               +                      !!         .    0    .         !
 1991.2!               +  *                   !!         .    .    0         !
 1991.3!                  +*                  !!         .    . 0  .         !
 1991.4!                   +                  !!         .    0    .         !
 1992.1!                * +                   !!         . 0  .    .         !
 1992.2!               +  *                   !!         .    .   0.         !
 1992.3!            *    +                    !!       0 .    .    .         !
 1992.4!             + *                      !!         .    .  0 .         !
 1993.1!            *  +                      !!         .0   .    .         !
 1993.2!            +                         !!         .   0.    .         !
 1993.3!            +   *                     !!         .    .    .0        !
 1993.4!                +                     !!         .    .0   .         !
 1994.1!             *  +                     !!         0    .    .         !
 1994.2!             +*                       !!         .    . 0  .         !
 1994.3!              +*                      !!         .    .0   .         !
 1994.4!               +                      !!         .   0.    .         !
 1995.1!              +                       !!         .   0.    .         !
 1995.2!             +                        !!         .   0.    .         !
 1995.3!          *  +                        !!         . 0  .    .         !
 1995.4!          +     *                     !!         .    .    .  0      !
 1996.1!             *  +                     !!         .0   .    .         !
 1996.2!            +  *                      !!         .    .  0 .         !
 1996.3!           *  +                       !!         .0   .    .         !
 1996.4!           +      *                   !!         .    .    .   0     !
 1997.1!                 + *                  !!         .    .   0.         !
 1997.2!                 *+                   !!         .  0 .    .         !
 1997.3!                +   *                 !!         .    .    0         !
 1997.4!                 * +                  !!         .  0 .    .         !
 1998.1!               *+                     !!         .  0 .    .         !
 1998.2!             * +                      !!         .  0 .    .         !
 1998.3!            +    *                    !!         .    .    .0        !
 1998.4!           *    +                     !!        0.    .    .         !
 1999.1!           +  *                       !!         .    .    0         !
 1999.2!           *  +                       !!         .0   .    .         !
 1999.3!           + *                        !!         .    .  0 .         !
 1999.4!            +*                        !!         .    . 0  .         !
 2000.1!           * +                        !!         . 0  .    .         !
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 2000.3!         *  +                         !!         .0   .    .         !
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 2001.2!            +                         !!         .    0    .         !
 2001.3!         *  +                         !!         0    .    .         !
 2001.4!         +                            !!         .    0    .         !
 2002.1!         *+                           !!         .   0.    .         !
 2002.2!         +*                           !!         .    0    .         !
 2002.3!          +                           !!         .    0    .         !
 2002.4!           +  *                       !!         .    .    0         !
 2003.1!          *   +                       !!        0.    .    .         !
 2003.2!          + *                         !!         .    . 0  .         !
 2003.3!         *  +                         !!         .0   .    .         !
 2003.4!         +  *                         !!         .    .  0 .         !
 2004.1!        *  +                          !!         0    .    .         !
 2004.2!       *+                             !!         .  0 .    .         !
 2004.3!       +                              !!         .    0    .         !
 2004.4!       +*                             !!         .    . 0  .         !
 2005.1!         +*                           !!         .    . 0  .         !
 2005.2!     *    +                           !!       0 .    .    .         !
 2005.3!      + *                             !!         .    .  0 .         !
 2005.4!      * +                             !!         .0   .    .         !
 2006.1!       +*                             !!         .    . 0  .         !
 2006.2!    *   +                             !!         0    .    .         !
 2006.3!    *+                                !!         .  0 .    .         !
 2006.4!     +                                !!         .    .0   .         !
 2007.1!     *+                               !!         .   0.    .         !
 2007.2!   *  +                               !!         .0   .    .         !
 2007.3!    +    *                            !!         .    .    .0        !
 2007.4!      *  +                            !!         .0   .    .         !
 2008.1!     * +                              !!         . 0  .    .         !
 2008.2!    * +                               !!         . 0  .    .         !
 2008.3! *   +                                !!        0.    .    .         !
 2008.4!   +    *                             !!         .    .    . 0       !
 2009.1!     *   +                            !!        0.    .    .         !
 2009.2!      + *                             !!         .    .  0 .         !
 2009.3!   *     +                            !!     0   .    .    .         !
 2009.4!    + *                               !!         .    . 0  .         !
 2010.1!       +                              !!         .    .0   .         !
 2010.2! *       +                            !!   0     .    .    .         !
 2010.3!  +                                   !!         .   0.    .         !
 2010.4*    +                                 !!        0.    .    .         !
 2011.1! +                                    !!         .    0    .         !
 2011.2! * +                                  !!         .  0 .    .         !
 2011.3!  *+                                  !!         .   0.    .         !
 2011.4!   +                                  !!         .   0.    .         !
 2012.1!  * +                                 !!         . 0  .    .         !
 2012.2!*   +                                 !!         0    .    .         !
 2012.3!  +*                                  !!         .    . 0  .         !
 2012.4!    *+                                !!         .   0.    .         !


     30.85 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFIPE=FIPX$/PEPMM;                                                      
 GENR LAAFIPE=LOG(AAFIPE+.00001);                                             
 GENR LAFIPE=LOG(AFIPE+.00001);                                               
 LHS AAFIPE=EXP(LAAFIPE)-.00001;                                              
  EQ 2177 LAAFIPE C LAFIPE(-1) PFIPE;                                         
EQUATION 1330  LAAFIPE  
   RHS     C  LAFIPE(-1)  PFIPE  
 SMPL 1978.4 2012.4;                                                          
Sample period is now  1978.4 to  2012.4 Internally:   108 to   244
 OLS;EST 1330 PLOT=0;END;                                                     

Equation number = 1330
**********************

Dependent variable = LAAFIPE 

 1978.4 -   2012.4,    0 missing obs.,  137 obs. used.

Mean of dependent variable       -5.606284069

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.429246769       0.461071502  -5.26870     1.000000
14399 LAFIPE  ( -1)       0.473068350       0.076190902   6.20899    -5.606285
14397 PFIPE   (  0)      -0.550005752       0.322836640  -1.70367     0.954320

SE of equation            =     0.469344731
Sum of squared residuals  =  29.5181199      -0.198143724E-10
Average absolute error    =     0.370082144
Sum of ABS residuals      =  50.7012537    
R squared                 =   0.27162
Durbin-Watson statistic   =   2.20043
SMPL and No. Obs.         = 1978.4   2012.4    137

Plot of actual(*) and fitted(+) values and residuals(0)


 1978.4!                    +                 !!         .    0    .         !
 1979.1!                    +                *!!         .    .    .      0  !
 1979.2!                *           +         !!     0   .    .    .         !
 1979.3!                  +                   !!         .    0    .         !
 1979.4!           *       +                  !!         0    .    .         !
 1980.1!             *  +                     !!         . 0  .    .         !
 1980.2!                 +  *                 !!         .    . 0  .         !
 1980.3!         *          +                 !!      0  .    .    .         !
 1980.4!            *  +                      !!         .  0 .    .         !
 1981.1!      *          +                    !!      0  .    .    .         !
 1981.2!              +     *                 !!         .    .   0.         !
 1981.3!                     +*               !!         .    .0   .         !
 1981.4!              *      +                !!         0    .    .         !
 1982.1!                 +                    !!         .    0    .         !
 1982.2!           *       +                  !!        0.    .    .         !
 1982.3!                + *                   !!         .    .0   .         !
 1982.4!      *             +                 !!    0    .    .    .         !
 1983.1!              +                   *   !!         .    .    .         0
 1983.2!                         *  +         !!         .  0 .    .         !
 1983.3!             *          +             !!      0  .    .    .         !
 1983.4!          *       +                   !!        0.    .    .         !
 1984.1!             *   +                    !!         . 0  .    .         !
 1984.2!            *    +                    !!         .0   .    .         !
 1984.3!                *+                    !!         .   0.    .         !
 1984.4!                   +       *          !!         .    .    .0        !
 1985.1!                         +         *  !!         .    .    .  0      !
 1985.2!                *           +         !!     0   .    .    .         !
 1985.3!                   +  *               !!         .    . 0  .         !
 1985.4!                      +     *         !!         .    .    0         !
 1986.1!                        + *           !!         .    .0   .         !
 1986.2!              *        +              !!       0 .    .    .         !
 1986.3!                 +                    !!         .    0    .         !
 1986.4!              *    +                  !!         .0   .    .         !
 1987.1!                 +   *                !!         .    .  0 .         !
 1987.2!               *    +                 !!         .0   .    .         !
 1987.3!                  +     *             !!         .    .    0         !
 1987.4!                 *   +                !!         . 0  .    .         !
 1988.1!         *        +                   !!       0 .    .    .         !
 1988.2!             *+                       !!         .   0.    .         !
 1988.3!               *+                     !!         .   0.    .         !
 1988.4!                +           *         !!         .    .    .   0     !
 1989.1!                      +  *            !!         .    . 0  .         !
 1989.2!          *          +                !!     0   .    .    .         !
 1989.3*              +                       !!   0     .    .    .         !
 1989.4!        +         *                   !!         .    .    . 0       !
 1990.1!             *    +                   !!         .0   .    .         !
 1990.2!          *    +                      !!         .0   .    .         !
 1990.3!    *        +                        !!       0 .    .    .         !
 1990.4!       *  +                           !!         . 0  .    .         !
 1991.1!            +                         !!         .    0    .         !
 1991.2! *             +                      !!   0     .    .    .         !
 1991.3!         +   *                        !!         .    .  0 .         !
 1991.4!               +  *                   !!         .    . 0  .         !
 1992.1!  *               +                   !!  0      .    .    .         !
 1992.2!          +              *            !!         .    .    .     0   !
 1992.3!           *         +                !!       0 .    .    .         !
 1992.4!        *      +                      !!         0    .    .         !
 1993.1!            *  +                      !!         .  0 .    .         !
 1993.2!               *+                     !!         .   0.    .         !
 1993.3!             *    +                   !!         .0   .    .         !
 1993.4!               * +                    !!         .  0 .    .         !
 1994.1!         *        +                   !!        0.    .    .         !
 1994.2!              *+                      !!         .   0.    .         !
 1994.3!            *    +                    !!         . 0  .    .         !
 1994.4!              * +                     !!         .   0.    .         !
 1995.1!                +         *           !!         .    .    . 0       !
 1995.2!               *     +                !!         .0   .    .         !
 1995.3!               +     *                !!         .    .   0.         !
 1995.4!                  +    *              !!         .    .   0.         !
 1996.1!                   +              *   !!         .    .    .     0   !
 1996.2!              *         +             !!      0  .    .    .         !
 1996.3!               +      *               !!         .    .    .0        !
 1996.4!            *      +                  !!         0    .    .         !
 1997.1!          *   +                       !!         . 0  .    .         !
 1997.2!              +  *                    !!         .    . 0  .         !
 1997.3!           *     +                    !!         .0   .    .         !
 1997.4!              +  *                    !!         .    . 0  .         !
 1998.1!              *  +                    !!         .  0 .    .         !
 1998.2!          *     +                     !!         .0   .    .         !
 1998.3!           *  +                       !!         .  0 .    .         !
 1998.4!              +      *                !!         .    .    0         !
 1999.1!                 * +                  !!         .   0.    .         !
 1999.2!               *  +                   !!         .  0 .    .         !
 1999.3!                 +  *                 !!         .    . 0  .         !
 1999.4!                   + *                !!         .    .0   .         !
 2000.1!                    +   *             !!         .    .  0 .         !
 2000.2!                      +           *   !!         .    .    .   0     !
 2000.3!                      *    +          !!         .0   .    .         !
 2000.4!                     +              * !!         .    .    .      0  !
 2001.1!                           +          *!         .    .    .  0      !
 2001.2!                             +        !!         .    0    .         !
 2001.3!                         +     *      !!         .    .    0         !
 2001.4!                          +     *     !!         .    .    0         !
 2002.1!                          +     *     !!         .    .    0         !
 2002.2!                          +*          !!         .    .0   .         !
 2002.3!                       + *            !!         .    .0   .         !
 2002.4!                      +       *       !!         .    .    .0        !
 2003.1!                         +            !!         .    0    .         !
 2003.2!                      +   *           !!         .    .  0 .         !
 2003.3!                      + *             !!         .    .0   .         !
 2003.4!                     +                !!         .    0    .         !
 2004.1!                    +    *            !!         .    .   0.         !
 2004.2!                     +      *         !!         .    .    0         !
 2004.3!                       +   *          !!         .    .  0 .         !
 2004.4!                       +     *        !!         .    .    0         !
 2005.1!                       +   *          !!         .    .  0 .         !
 2005.2!                       +              !!         .    0    .         !
 2005.3!                      +         *     !!         .    .    .  0      !
 2005.4!                          +       *   !!         .    .    .0        !
 2006.1!                          *+          !!         .   0.    .         !
 2006.2!                       +   *          !!         .    .   0.         !
 2006.3!                        +  *          !!         .    .  0 .         !
 2006.4!                       +              !!         .   0.    .         !
 2007.1!                     +     *          !!         .    .   0.         !
 2007.2!                       +  *           !!         .    . 0  .         !
 2007.3!                 *     +              !!         0    .    .         !
 2007.4!                  +   *               !!         .    .  0 .         !
 2008.1!                     +           *    !!         .    .    .   0     !
 2008.2!                          +  *        !!         .    . 0  .         !
 2008.3!                         +   *        !!         .    .  0 .         !
 2008.4!                       * +            !!         .  0 .    .         !
 2009.1!                      + *             !!         .    . 0  .         !
 2009.2!                *     +               !!         0    .    .         !
 2009.3!               *   +                  !!         . 0  .    .         !
 2009.4!                  +  *                !!         .    . 0  .         !
 2010.1!                *    +                !!         .0   .    .         !
 2010.2!                    +                 !!         .    .0   .         !
 2010.3!                     +                !!         .    0    .         !
 2010.4!                     + *              !!         .    . 0  .         !
 2011.1!                  *    +              !!         .0   .    .         !
 2011.2!                    +*                !!         .    .0   .         !
 2011.3!                   *  +               !!         .  0 .    .         !
 2011.4!                  *  +                !!         .  0 .    .         !
 2012.1!                    +     *           !!         .    .   0.         !
 2012.2!                        +*            !!         .    .0   .         !
 2012.3!                   *    +             !!         . 0  .    .         !
 2012.4!                   * +                !!         .  0 .    .         !


     28.47 percent of the residuals exceed 1 SE
      5.84 percent of the residuals exceed 2 SE
@EQ  2178 LAAASPE C LAASPE(-1) PASPE;SMPL 1966.1 2012.4;OLS;EST 2178 PLOT=0;EN
@EQ  2179 LAASOPE C LASOPE(-1) PSOPE;SMPL 1977.3 2012.4;OLS;EST 2179 PLOT=0;EN
@@EQ 2180 LAAKOPE C LAKOPE(-1) PKOPE;SMPL 1994.3 2012.4;OLS;EST 2180 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEPE=BEPX$Q/PEPMM;                                                     
 GENR LAABEPE=LOG(AABEPE+.00001);                                             
 GENR LABEPE=LOG(ABEPE+.00001);                                               
 LHS AABEPE=EXP(LAABEPE)-.00001;                                              
  EQ 2181 LAABEPE C LABEPE(-1) PBEPE;                                         
EQUATION 1331  LAABEPE  
   RHS     C  LABEPE(-1)  PBEPE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1331 PLOT=0;END;                                                     

Equation number = 1331
**********************

Dependent variable = LAABEPE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.354156765

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.924543424       0.258314539  -3.57914     1.000000
14402 LABEPE  ( -1)       0.571032751       0.060178943   9.48891    -4.347682
14400 PBEPE   (  0)      -0.999412622       0.270826934  -3.69023     0.947501

SE of equation            =     0.344257653
Sum of squared residuals  =  21.9249664       0.270858891E-10
Average absolute error    =     0.269152386
Sum of ABS residuals      =  50.6006485    
R squared                 =   0.50355
Durbin-Watson statistic   =   2.48644
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                        +*            !!         .    .0   .         !
 1966.2!                      +    *          !!         .    .   0.         !
 1966.3!                       *+             !!         .   0.    .         !
 1966.4!                     +        *       !!         .    .    .  0      !
 1967.1!                       *  +           !!         .  0 .    .         !
 1967.2!                      + *             !!         .    . 0  .         !
 1967.3!                    *  +              !!         .  0 .    .         !
 1967.4!                    +             *   !!         .    .    .       0 !
 1968.1!                          *+          !!         .   0.    .         !
 1968.2!                      +         *     !!         .    .    .   0     !
 1968.3!                         +   *        !!         .    .   0.         !
 1968.4!                       +  *           !!         .    . 0  .         !
 1969.1!                      +      *        !!         .    .    .0        !
 1969.2!                         +     *      !!         .    .    .0        !
 1969.3!                          +     *     !!         .    .    .0        !
 1969.4!                          +*          !!         .    .0   .         !
 1970.1!                       +     *        !!         .    .    0         !
 1970.2!                         +            !!         .    .0   .         !
 1970.3!                       +     *        !!         .    .    .0        !
 1970.4!                   *     +            !!         0    .    .         !
 1971.1!                   +        *         !!         .    .    .  0      !
 1971.2!                         + *          !!         .    . 0  .         !
 1971.3!                        +   *         !!         .    .   0.         !
 1971.4!                       *+             !!         .   0.    .         !
 1972.1!                     +   *            !!         .    .   0.         !
 1972.2!                     +*               !!         .    .0   .         !
 1972.3!                    +       *         !!         .    .    . 0       !
 1972.4!                       +     *        !!         .    .    0         !
 1973.1!                        +      *      !!         .    .    . 0       !
 1973.2!                         *+           !!         .   0.    .         !
 1973.3!                      +        *      !!         .    .    .  0      !
 1973.4!                        * +           !!         .   0.    .         !
 1974.1!                       +*             !!         .    .0   .         !
 1974.2!                     +   *            !!         .    .   0.         !
 1974.3!                      +      *        !!         .    .    .0        !
 1974.4!                        + *           !!         .    .0   .         !
 1975.1!                  *   +               !!         . 0  .    .         !
 1975.2!                 +   *                !!         .    .  0 .         !
 1975.3!                   +  *               !!         .    . 0  .         !
 1975.4!                    +       *         !!         .    .    . 0       !
 1976.1!                        + *           !!         .    . 0  .         !
 1976.2!                 *    +               !!         0    .    .         !
 1976.3!                 +            *       !!         .    .    .      0  !
 1976.4!                  *    +              !!         0    .    .         !
 1977.1!                +       *             !!         .    .    . 0       !
 1977.2!               *   +                  !!         . 0  .    .         !
 1977.3!             +*                       !!         .    .0   .         !
 1977.4!            +         *               !!         .    .    .   0     !
 1978.1!                +  *                  !!         .    .  0 .         !
 1978.2!                  +  *                !!         .    .  0 .         !
 1978.3!                  *+                  !!         .   0.    .         !
 1978.4!                +   *                 !!         .    .  0 .         !
 1979.1!                  +    *              !!         .    .    0         !
 1979.2!                   +          *       !!         .    .    .    0    !
 1979.3!             *          +             !!    0    .    .    .         !
 1979.4!            +               *         !!         .    .    .        0!
 1980.1!           *           +              !!   0     .    .    .         !
 1980.2!             +               *        !!         .    .    .        0!
 1980.3!                       + *            !!         .    . 0  .         !
 1980.4!               *       +              !!       0 .    .    .         !
 1981.1!       *          +                   !!    0    .    .    .         !
 1981.2!              +  *                    !!         .    .  0 .         !
 1981.3!                   *+                 !!         .   0.    .         !
 1981.4!                *   +                 !!         . 0  .    .         !
 1982.1!                  *+                  !!         .   0.    .         !
 1982.2!        *            +                !!   0     .    .    .         !
 1982.3!               +   *                  !!         .    .  0 .         !
 1982.4!          *          +                !!    0    .    .    .         !
 1983.1!               +            *         !!         .    .    .     0   !
 1983.2!           *              +           !!0        .    .    .         !
 1983.3!               *  +                   !!         . 0  .    .         !
 1983.4!              *    +                  !!         0    .    .         !
 1984.1!                   +         *        !!         .    .    .  0      !
 1984.2!                         * +          !!         .  0 .    .         !
 1984.3!                          + *         !!         .    . 0  .         !
 1984.4!                     *     +          !!        0.    .    .         !
 1985.1!                    *   +             !!         . 0  .    .         !
 1985.2!                       +          *   !!         .    .    .    0    !
 1985.3!                              +       *!         .    .    . 0       !
 1985.4!                  *             +     !! 0       .    .    .         !
 1986.1!           *       +                  !!       0 .    .    .         !
 1986.2!        *       +                     !!        0.    .    .         !
 1986.3!             +*                       !!         .    .0   .         !
 1986.4!                 +  *                 !!         .    .  0 .         !
 1987.1!               *    +                 !!         .0   .    .         !
 1987.2!                 +                *   !!         .    .    .         0
 1987.3!                *           +         !!    0    .    .    .         !
 1987.4!                 +*                   !!         .    .0   .         !
 1988.1!             *    +                   !!         .0   .    .         !
 1988.2!              * +                     !!         .  0 .    .         !
 1988.3!              * +                     !!         .  0 .    .         !
 1988.4!               +  *                   !!         .    .  0 .         !
 1989.1!               *  +                   !!         .  0 .    .         !
 1989.2!                 + *                  !!         .    .0   .         !
 1989.3!                   +   *              !!         .    .   0.         !
 1989.4!                    +  *              !!         .    . 0  .         !
 1990.1!                *   +                 !!         .0   .    .         !
 1990.2!           *    +                     !!         .0   .    .         !
 1990.3!        *   +                         !!         .0   .    .         !
 1990.4!     *     +                          !!         0    .    .         !
 1991.1!         +       *                    !!         .    .    . 0       !
 1991.2*                +                     !0         .    .    .         !
 1991.3!      +         *                     !!         .    .    .   0     !
 1991.4!               + *                    !!         .    . 0  .         !
 1992.1!            *   +                     !!         .0   .    .         !
 1992.2!             +                        !!         .    0    .         !
 1992.3!            +   *                     !!         .    .   0.         !
 1992.4!         *    +                       !!         0    .    .         !
 1993.1!           +  *                       !!         .    .  0 .         !
 1993.2!               +   *                  !!         .    .   0.         !
 1993.3!             *    +                   !!         0    .    .         !
 1993.4!               +   *                  !!         .    .   0.         !
 1994.1!                  +                   !!         .    .0   .         !
 1994.2!                *+                    !!         .  0 .    .         !
 1994.3!               +      *               !!         .    .    .0        !
 1994.4!               *   +                  !!         . 0  .    .         !
 1995.1!             * +                      !!         .  0 .    .         !
 1995.2!            +*                        !!         .    .0   .         !
 1995.3!            +    *                    !!         .    .    0         !
 1995.4!           *   +                      !!         . 0  .    .         !
 1996.1!       *   +                          !!         . 0  .    .         !
 1996.2!       * +                            !!         .  0 .    .         !
 1996.3!    *    +                            !!         0    .    .         !
 1996.4!       +                              !!         .    0    .         !
 1997.1!          +   *                       !!         .    .   0.         !
 1997.2!         *     +                      !!        0.    .    .         !
 1997.3!            +  *                      !!         .    . 0  .         !
 1997.4!           *   +                      !!         .0   .    .         !
 1998.1!             +                        !!         .    0    .         !
 1998.2!         *    +                       !!         0    .    .         !
 1998.3!           + *                        !!         .    .0   .         !
 1998.4!     *      +                         !!        0.    .    .         !
 1999.1!         +    *                       !!         .    .    0         !
 1999.2!               +        *             !!         .    .    .  0      !
 1999.3!           *         +                !!      0  .    .    .         !
 1999.4!              + *                     !!         .    . 0  .         !
 2000.1!            *    +                    !!         0    .    .         !
 2000.2!            * +                       !!         .  0 .    .         !
 2000.3!               +*                     !!         .    .0   .         !
 2000.4!                * +                   !!         .  0 .    .         !
 2001.1!              *  +                    !!         .  0 .    .         !
 2001.2!                 +                    !!         .    0    .         !
 2001.3!                  +                   !!         .    0    .         !
 2001.4!                  *+                  !!         .   0.    .         !
 2002.1!              *    +                  !!         0    .    .         !
 2002.2!            *   +                     !!         .0   .    .         !
 2002.3!              + *                     !!         .    . 0  .         !
 2002.4!            *    +                    !!         0    .    .         !
 2003.1!              + *                     !!         .    . 0  .         !
 2003.2!        *       +                     !!       0 .    .    .         !
 2003.3!        *  +                          !!         . 0  .    .         !
 2003.4!    *     +                           !!         0    .    .         !
 2004.1!       +                              !!         .    0    .         !
 2004.2!          +                           !!         .    0    .         !
 2004.3!       *   +                          !!         . 0  .    .         !
 2004.4!       *  +                           !!         . 0  .    .         !
 2005.1!      * +                             !!         .   0.    .         !
 2005.2!         +*                           !!         .    .0   .         !
 2005.3!           *+                         !!         .    0    .         !
 2005.4!       *    +                         !!         .0   .    .         !
 2006.1!      *   +                           !!         . 0  .    .         !
 2006.2!    *   +                             !!         . 0  .    .         !
 2006.3!      *+                              !!         .   0.    .         !
 2006.4!    *   +                             !!         .0   .    .         !
 2007.1!     * +                              !!         .  0 .    .         !
 2007.2!       +*                             !!         .    0    .         !
 2007.3!        + *                           !!         .    .0   .         !
 2007.4! *       +                            !!       0 .    .    .         !
 2008.1!    +                                 !!         .   0.    .         !
 2008.2!  *   +                               !!         .0   .    .         !
 2008.3!     +   *                            !!         .    .  0 .         !
 2008.4!           +*                         !!         .    .0   .         !
 2009.1!          * +                         !!         .  0 .    .         !
 2009.2!       *   +                          !!         .0   .    .         !
 2009.3!    *  +                              !!         . 0  .    .         !
 2009.4!     * +                              !!         .  0 .    .         !
 2010.1!       + *                            !!         .    .  0 .         !
 2010.2!       *    +                         !!         .0   .    .         !
 2010.3!       * +                            !!         .  0 .    .         !
 2010.4!   *     +                            !!         0    .    .         !
 2011.1!      + *                             !!         .    .0   .         !
 2011.2!     *   +                            !!         .0   .    .         !
 2011.3!       +  *                           !!         .    .  0 .         !
 2011.4!      *   +                           !!         .0   .    .         !
 2012.1!        +  *                          !!         .    .  0 .         !
 2012.2!   *        +                         !!      0  .    .    .         !
 2012.3!   *   +                              !!         . 0  .    .         !
 2012.4!      *+                              !!         .   0.    .         !


     25.53 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@EQ  2182 LAADEPE C LADEPE(-1) PDEPE;SMPL 1966.1 2012.4;OLS;EST 2182 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOPE=NOPX$Q/PEPMM;                                                     
 GENR LAANOPE=LOG(AANOPE+.00001);                                             
 GENR LANOPE=LOG(ANOPE+.00001);                                               
 LHS AANOPE=EXP(LAANOPE)-.00001;                                              
  EQ 2183 LAANOPE C LANOPE(-1) PNOPE;                                         
EQUATION 1332  LAANOPE  
   RHS     C  LANOPE(-1)  PNOPE  
 SMPL 1978.4 2012.4;                                                          
Sample period is now  1978.4 to  2012.4 Internally:   108 to   244
 OLS;EST 1332 PLOT=0;END;                                                     

Equation number = 1332
**********************

Dependent variable = LAANOPE 

 1978.4 -   2012.4,    0 missing obs.,  137 obs. used.

Mean of dependent variable       -6.545104375

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.073535452       0.430355526  -7.14185     1.000000
14405 LANOPE  ( -1)       0.302622649       0.081599686   3.70863    -6.527854
14403 PNOPE   (  0)      -1.752447628       0.328847355  -5.32906     0.853716

SE of equation            =     0.726119712
Sum of squared residuals  =  70.6514781      -0.379607457E-11
Average absolute error    =     0.572887792
Sum of ABS residuals      =  78.4856274    
R squared                 =   0.43799
Durbin-Watson statistic   =   2.21937
SMPL and No. Obs.         = 1978.4   2012.4    137

Plot of actual(*) and fitted(+) values and residuals(0)


 1978.4!                         +     *      !!          .   .   0          !
 1979.1!                         +*           !!          .   .0  .          !
 1979.2!                       +    *         !!          .   .  0.          !
 1979.3!                       +     *        !!          .   .   0          !
 1979.4!                      +            *  !!          .   .   .   0      !
 1980.1!                       +             *!!          .   .   .   0      !
 1980.2!                        +   *         !!          .   . 0 .          !
 1980.3!                    +  *              !!          .   . 0 .          !
 1980.4!                    +       *         !!          .   .   .0         !
 1981.1!                    *+                !!          .   0   .          !
 1981.2!                   +      *           !!          .   .   .0         !
 1981.3!                     +      *         !!          .   .   0          !
 1981.4!                    +  *              !!          .   .0  .          !
 1982.1!                   +              *   !!          .   .   .    0     !
 1982.2!                       +*             !!          .   .0  .          !
 1982.3!                    +  *              !!          .   . 0 .          !
 1982.4!                    +       *         !!          .   .   0          !
 1983.1!                      +      *        !!          .   .   0          !
 1983.2!                       +           *  !!          .   .   .  0       !
 1983.3!                         +           *!!          .   .   .  0       !
 1983.4!                         +    *       !!          .   .  0.          !
 1984.1!                 *     +              !!          0   .   .          !
 1984.2!                  *+                  !!          .   0   .          !
 1984.3!                 *  +                 !!          . 0 .   .          !
 1984.4!                   +  *               !!          .   . 0 .          !
 1985.1!                *    +                !!          .0  .   .          !
 1985.2!                *  +                  !!          . 0 .   .          !
 1985.3!                *  +                  !!          .  0.   .          !
 1985.4!                   +   *              !!          .   .  0.          !
 1986.1!                      + *             !!          .   .0  .          !
 1986.2!                  *     +             !!          0   .   .          !
 1986.3!                    *  +              !!          . 0 .   .          !
 1986.4!                        +             !!          .   0   .          !
 1987.1!                        +             !!          .   0   .          !
 1987.2!                 *      +             !!          0   .   .          !
 1987.3!                      +      *        !!          .   .   0          !
 1987.4!                       *  +           !!          .  0.   .          !
 1988.1!             *          +             !!       0  .   .   .          !
 1988.2!                    *+                !!          .   0   .          !
 1988.3!                   *   +              !!          .0  .   .          !
 1988.4!                      *+              !!          .   0   .          !
 1989.1!                      +     *         !!          .   .  0.          !
 1989.2!                         +    *       !!          .   .  0.          !
 1989.3!                   *      +           !!          0   .   .          !
 1989.4!                      +            *  !!          .   .   .  0       !
 1990.1!                           +          !!          .   0   .          !
 1990.2!                       *  +           !!          . 0 .   .          !
 1990.3!                      +      *        !!          .   .   0          !
 1990.4!                      +       *       !!          .   .   .0         !
 1991.1!                       *+             !!          .   0   .          !
 1991.2!                       +           *  !!          .   .   .  0       !
 1991.3!                   *       +          !!         0.   .   .          !
 1991.4!                  *  +                !!          . 0 .   .          !
 1992.1!                  *   +               !!          . 0 .   .          !
 1992.2!                  *   +               !!          . 0 .   .          !
 1992.3!                     +        *       !!          .   .   .0         !
 1992.4!                *        +            !!        0 .   .   .          !
 1993.1!                      +   *           !!          .   .  0.          !
 1993.2!                        *+            !!          .  0.   .          !
 1993.3!                 *       +            !!         0.   .   .          !
 1993.4!                       *+             !!          .   0   .          !
 1994.1!                          +   *       !!          .   .  0.          !
 1994.2!                 *          +         !!        0 .   .   .          !
 1994.3!                       +           *  !!          .   .   .  0       !
 1994.4!                             +    *   !!          .   .  0.          !
 1995.1!                          * +         !!          .  0.   .          !
 1995.2!                     *   +            !!          . 0 .   .          !
 1995.3!                        +  *          !!          .   . 0 .          !
 1995.4!                         +*           !!          .   0   .          !
 1996.1!                   *     +            !!          .0  .   .          !
 1996.2!                    * +               !!          .  0.   .          !
 1996.3!                      +         *     !!          .   .   . 0        !
 1996.4!                       * +            !!          .  0.   .          !
 1997.1!                       +  *           !!          .   . 0 .          !
 1997.2!                       * +            !!          .  0.   .          !
 1997.3!                     *  +             !!          . 0 .   .          !
 1997.4!                  *    +              !!          .0  .   .          !
 1998.1!                     * +              !!          .  0.   .          !
 1998.2!                        +      *      !!          .   .   0          !
 1998.3!                          * +         !!          .  0.   .          !
 1998.4!                          +  *        !!          .   . 0 .          !
 1999.1!                           +   *      !!          .   . 0 .          !
 1999.2!                          *+          !!          .  0.   .          !
 1999.3!                   *    +             !!          .0  .   .          !
 1999.4!               *     +                !!          0   .   .          !
 2000.1!              *    +                  !!          .0  .   .          !
 2000.2!                * +                   !!          .  0.   .          !
 2000.3!                  +   *               !!          .   .  0.          !
 2000.4!                    +*                !!          .   0   .          !
 2001.1!           *        +                 !!         0.   .   .          !
 2001.2!            *     +                   !!          .0  .   .          !
 2001.3!               *   +                  !!          . 0 .   .          !
 2001.4!             *       +                !!          0   .   .          !
 2002.1!              *     +                 !!          0   .   .          !
 2002.2!               *    +                 !!          .0  .   .          !
 2002.3!                   +*                 !!          .   0   .          !
 2002.4!            *        +                !!         0.   .   .          !
 2003.1!                 +               *    !!          .   .   .    0     !
 2003.2!            *            +            !!      0   .   .   .          !
 2003.3!            *     +                   !!          0   .   .          !
 2003.4!          *       +                   !!         0.   .   .          !
 2004.1!          *     +                     !!          .0  .   .          !
 2004.2!      *         +                     !!        0 .   .   .          !
 2004.3!             +      *                 !!          .   .   0          !
 2004.4!     *           +                    !!       0  .   .   .          !
 2005.1!            +  *                      !!          .   . 0 .          !
 2005.2!                +     *               !!          .   .  0.          !
 2005.3!          *     +                     !!          0   .   .          !
 2005.4!            +                         *!          .   .   .          0
 2006.1! *                  +                 !!   0      .   .   .          !
 2006.2!      +      *                        !!          .   .   0          !
 2006.3!    *      +                          !!          0   .   .          !
 2006.4!        *+                            !!          .  0.   .          !
 2007.1! *         +                          !!        0 .   .   .          !
 2007.2!       +             *                !!          .   .   .   0      !
 2007.3!             +*                       !!          .   0   .          !
 2007.4!       * +                            !!          .  0.   .          !
 2008.1*      +                               !!          0   .   .          !
 2008.2*  +                                   !!          .  0.   .          !
 2008.3!   +*                                 !!          .   .0  .          !
 2008.4!          +                           !!          .   0   .          !
 2009.1!             +      *                 !!          .   .   0          !
 2009.2!        *        +                    !!         0.   .   .          !
 2009.3!            + *                       !!          .   .0  .          !
 2009.4!  *          +                        !!       0  .   .   .          !
 2010.1! *      +                             !!          0   .   .          !
 2010.2!        * +                           !!          .  0.   .          !
 2010.3!         * +                          !!          .  0.   .          !
 2010.4!          +            *              !!          .   .   .   0      !
 2011.1! *          +                         !!       0  .   .   .          !
 2011.2!  *  +                                !!          . 0 .   .          !
 2011.3! *    +                               !!          .0  .   .          !
 2011.4!     +      *                         !!          .   .   0          !
 2012.1!    *  +                              !!          . 0 .   .          !
 2012.2!  *    +                              !!          .0  .   .          !
 2012.3!      + *                             !!          .   .0  .          !
 2012.4!       +                              !!          .   0   .          !


     29.20 percent of the residuals exceed 1 SE
      2.92 percent of the residuals exceed 2 SE
@EQ  2184 LAASWPE C LASWPE(-1) PSWPE;SMPL 1966.1 2012.4;OLS;EST 2184 PLOT=0;EN
@@EQ 2185 LAAGRPE C LAGRPE(-1) PGRPE;SMPL 1993.2 2012.4;OLS;EST 2185 PLOT=0;EN
@EQ  2186 LAAIRPE C LAIRPE(-1) PIRPE;SMPL 1980.3 2012.4;OLS;EST 2186 PLOT=0;EN
@EQ  2187 LAAPOPE C LAPOPE(-1) PPOPE;SMPL 1980.2 2012.4;OLS;EST 2187 PLOT=0;EN
@@EQ 2188 LAASPPE C LASPPE(-1) PSPPE;SMPL 1992.3 2012.4;OLS;EST 2188 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNZPE=NZPX$Q/PEPMM;                                                     
 GENR LAANZPE=LOG(AANZPE+.00001);                                             
 GENR LANZPE=LOG(ANZPE+.00001);                                               
 LHS AANZPE=EXP(LAANZPE)-.00001;                                              
  EQ 2189 LAANZPE C LANZPE(-1) PNZPE;                                         
EQUATION 1333  LAANZPE  
   RHS     C  LANZPE(-1)  PNZPE  
 SMPL 1975.4 2012.4;                                                          
Sample period is now  1975.4 to  2012.4 Internally:    96 to   244
 OLS;EST 1333 PLOT=0;END;                                                     

Equation number = 1333
**********************

Dependent variable = LAANZPE 

 1975.4 -   2012.4,    0 missing obs.,  149 obs. used.

Mean of dependent variable       -5.135191053

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.145559198       0.782255755  -0.18608     1.000000
14408 LANZPE  ( -1)       0.374077402       0.076246062   4.90619    -5.122671
14406 PNZPE   (  0)      -3.155671569       0.876792311  -3.59911     0.973915

SE of equation            =     0.866892682
Sum of squared residuals  =  109.719427      -0.315250048E-10
Average absolute error    =     0.567278186
Sum of ABS residuals      =  84.5244498    
R squared                 =   0.29849
Durbin-Watson statistic   =   2.10925
SMPL and No. Obs.         = 1975.4   2012.4    149

Plot of actual(*) and fitted(+) values and residuals(0)


 1975.4!                               +*     !!           .  .0 .           !
 1976.1!                            * +       !!           . 0.  .           !
 1976.2!                            + *       !!           .  .0 .           !
 1976.3!                             +    *   !!           .  . 0.           !
 1976.4!                              +    *  !!           .  .  0           !
 1977.1!                             *+       !!           .  0  .           !
 1977.2!                          +   *       !!           .  . 0.           !
 1977.3!                          +    *      !!           .  . 0.           !
 1977.4!                          + *         !!           .  .0 .           !
 1978.1!                         +     *      !!           .  .  0           !
 1978.2!                             + *      !!           .  .0 .           !
 1978.3!                              +   *   !!           .  .  0           !
 1978.4!                            * +       !!           . 0.  .           !
 1979.1!                            +         !!           .  0  .           !
 1979.2!                          +     *     !!           .  .  0           !
 1979.3!                            * +       !!           . 0.  .           !
 1979.4!                           +    *     !!           .  .  0           !
 1980.1!                              +  *    !!           .  . 0.           !
 1980.2!                               + *    !!           .  .0 .           !
 1980.3!                           *  +       !!           .0 .  .           !
 1980.4!                            +*        !!           .  0  .           !
 1981.1!                             +    *   !!           .  .  0           !
 1981.2!                              *+      !!           .  0  .           !
 1981.3!               *              +       !!      0    .  .  .           !
 1981.4!                       +         *    !!           .  .  . 0         !
 1982.1!                              +    *  !!           .  .  0           !
 1982.2!                               +   *  !!           .  . 0.           !
 1982.3!                               +  *   !!           .  . 0.           !
 1982.4!                               +      !!           .  0  .           !
 1983.1!                              + *     !!           .  .0 .           !
 1983.2!                               +*     !!           .  .0 .           !
 1983.3!                                + *   !!           .  .0 .           !
 1983.4!                             *  +     !!           .0 .  .           !
 1984.1!                              +*      !!           .  .0 .           !
 1984.2!   *                           +      !0           .  .  .           !
 1984.3!                      +        *      !!           .  .  . 0         !
 1984.4!                               +  *   !!           .  .0 .           !
 1985.1!                                 +    !!           .  0  .           !
 1985.2!                     *           +    !!        0  .  .  .           !
 1985.3!                          *+          !!           . 0.  .           !
 1985.4!                              +       *!           .  .  .0          !
 1986.1!                                   + *!!           .  .0 .           !
 1986.2!                                * +   !!           . 0.  .           !
 1986.3!                                 + *  !!           .  .0 .           !
 1986.4!                                  +  *!!           .  . 0.           !
 1987.1!                                  +*  !!           .  .0 .           !
 1987.2!                               * +    !!           . 0.  .           !
 1987.3!                               +      !!           .  0  .           !
 1987.4!                              +    *  !!           .  . 0.           !
 1988.1!                               +      !!           .  0  .           !
 1988.2!                             +    *   !!           .  .  0           !
 1988.3!                           * +        !!           . 0.  .           !
 1988.4!                          +  *        !!           .  . 0.           !
 1989.1!                          +   *       !!           .  . 0.           !
 1989.2!                            +         !!           .  0  .           !
 1989.3*                           +          !0           .  .  .           !
 1989.4!                +              *      !!           .  .  .    0      !
 1990.1!                             +     *  !!           .  .  .0          !
 1990.2!                               +  *   !!           .  . 0.           !
 1990.3!                       *      +       !!          0.  .  .           !
 1990.4!                           +      *   !!           .  .  .0          !
 1991.1!                               +  *   !!           .  . 0.           !
 1991.2!                          *    +      !!           0  .  .           !
 1991.3!                            +         !!           .  0  .           !
 1991.4!                             +        !!           .  0  .           !
 1992.1!                            * +       !!           . 0.  .           !
 1992.2!                             +   *    !!           .  . 0.           !
 1992.3!                             * +      !!           . 0.  .           !
 1992.4!                             +  *     !!           .  . 0.           !
 1993.1!                              + *     !!           .  .0 .           !
 1993.2!                              + *     !!           .  .0 .           !
 1993.3!                             + *      !!           .  .0 .           !
 1993.4!                              +      *!!           .  .  .0          !
 1994.1!                              +*      !!           .  0  .           !
 1994.2!                             + *      !!           .  .0 .           !
 1994.3!                            *+        !!           . 0.  .           !
 1994.4!                           +     *    !!           .  .  0           !
 1995.1!                            *+        !!           . 0.  .           !
 1995.2!                           +    *     !!           .  .  0           !
 1995.3!                            + *       !!           .  .0 .           !
 1995.4!                           +   *      !!           .  . 0.           !
 1996.1!                           +  *       !!           .  .0 .           !
 1996.2!                          + *         !!           .  .0 .           !
 1996.3!                         +   *        !!           .  . 0.           !
 1996.4!                         +     *      !!           .  .  0           !
 1997.1!                          +   *       !!           .  . 0.           !
 1997.2!                           + *        !!           .  .0 .           !
 1997.3!                           +          !!           .  0  .           !
 1997.4!                          +  *        !!           .  .0 .           !
 1998.1!                           +  *       !!           .  .0 .           !
 1998.2!                             +*       !!           .  0  .           !
 1998.3!                              +       !!           .  0  .           !
 1998.4!                             +        !!           .  0  .           !
 1999.1!                            + *       !!           .  .0 .           !
 1999.2!                            +   *     !!           .  . 0.           !
 1999.3!                             + *      !!           .  .0 .           !
 1999.4!                            * +       !!           . 0.  .           !
 2000.1!                             +        !!           .  0  .           !
 2000.2!                           +  *       !!           .  .0 .           !
 2000.3!                           *+         !!           .  0  .           !
 2000.4!                         * +          !!           . 0.  .           !
 2001.1!                         +*           !!           .  0  .           !
 2001.2!                           +  *       !!           .  . 0.           !
 2001.3!                             +        !!           .  0  .           !
 2001.4!                            +*        !!           .  0  .           !
 2002.1!                        *   +         !!           .0 .  .           !
 2002.2!                           +*         !!           .  .0 .           !
 2002.3!                        *    +        !!           0  .  .           !
 2002.4!                       *   +          !!           .0 .  .           !
 2003.1!                        * +           !!           . 0.  .           !
 2003.2!                          +           !!           .  0  .           !
 2003.3!                       *  +           !!           .0 .  .           !
 2003.4!                         +            !!           .  0  .           !
 2004.1!                        +             !!           .  0  .           !
 2004.2!                        +*            !!           .  .0 .           !
 2004.3!                  *     +             !!          0.  .  .           !
 2004.4!                      +  *            !!           .  . 0.           !
 2005.1!                     *  +             !!           .0 .  .           !
 2005.2!                     *  +             !!           .0 .  .           !
 2005.3!                    *   +             !!           .0 .  .           !
 2005.4!                  *     +             !!           0  .  .           !
 2006.1!                    *   +             !!           .0 .  .           !
 2006.2!                    *  +              !!           .0 .  .           !
 2006.3!                  *     +             !!           0  .  .           !
 2006.4!                  *   +               !!           .0 .  .           !
 2007.1!                    *  +              !!           .0 .  .           !
 2007.2!                 *     +              !!           0  .  .           !
 2007.3!                *     +               !!           0  .  .           !
 2007.4!                    +*                !!           .  .0 .           !
 2008.1!                     *+               !!           .  0  .           !
 2008.2!                     *+               !!           . 0.  .           !
 2008.3!              *        +              !!         0 .  .  .           !
 2008.4!               *      +               !!          0.  .  .           !
 2009.1!                       *+             !!           . 0.  .           !
 2009.2!                *          +          !!        0  .  .  .           !
 2009.3!                     *  +             !!           . 0.  .           !
 2009.4!                  *      +            !!           0  .  .           !
 2010.1!                  *   +               !!           .0 .  .           !
 2010.2!                   *   +              !!           .0 .  .           !
 2010.3!                      +               !!           .  0  .           !
 2010.4!                       +*             !!           .  .0 .           !
 2011.1!                   *   +              !!           .0 .  .           !
 2011.2!                     +*               !!           .  .0 .           !
 2011.3!                   * +                !!           . 0.  .           !
 2011.4!                   * +                !!           . 0.  .           !
 2012.1!                     +  *             !!           .  . 0.           !
 2012.2!                       *+             !!           .  0  .           !
 2012.3!                        +*            !!           .  .0 .           !
 2012.4!                    *   +             !!           .0 .  .           !


     16.11 percent of the residuals exceed 1 SE
      4.03 percent of the residuals exceed 2 SE
@@EQ 2190 LAASAPE C LASAPE(-1) PSAPE;SMPL 1998.3 2012.4;OLS;EST 2190 PLOT=0;EN
@@EQ 2191 LAAVEPE C LAVEPE(-1) PVEPE;SMPL 1966.1 2012.4;OLS;EST 2191 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCOPE=COPX$Q/PEPMM;                                                     
 GENR LAACOPE=LOG(AACOPE+.00001);                                             
 GENR LACOPE=LOG(ACOPE+.00001);                                               
 LHS AACOPE=EXP(LAACOPE)-.00001;                                              
  EQ 2192 LAACOPE C LACOPE(-1) PCOPE;                                         
EQUATION 1334  LAACOPE  
   RHS     C  LACOPE(-1)  PCOPE  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1334 PLOT=0;END;                                                     

Equation number = 1334
**********************

Dependent variable = LAACOPE 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -3.275148983

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.032900181       0.082437746  -0.39909     1.000000
14411 LACOPE  ( -1)       0.868784837       0.038783868  22.40068    -3.286993
14409 PCOPE   (  0)      -0.314444917       0.119420315  -2.63309     1.229338

SE of equation            =     0.186277439
Sum of squared residuals  =  4.26801196      -0.350919294E-11
Average absolute error    =     0.128875963
Sum of ABS residuals      =  16.2383714    
R squared                 =   0.94245
Durbin-Watson statistic   =   2.30005
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!    * +                               !!          .0  .   .          !
 1981.4!    *+                                !!          . 0 .   .          !
 1982.1!     +*                               !!          .   .0  .          !
 1982.2!     * +                              !!          .0  .   .          !
 1982.3! *    +                               !!      0   .   .   .          !
 1982.4*  +                                   !!         0.   .   .          !
 1983.1! + *                                  !!          .   . 0 .          !
 1983.2! *  +                                 !!         0.   .   .          !
 1983.3!*  +                                  !!         0.   .   .          !
 1983.4* +                                    !!          .0  .   .          !
 1984.1!+*                                    !!          .   .0  .          !
 1984.2!  + *                                 !!          .   . 0 .          !
 1984.3!   *+                                 !!          .0  .   .          !
 1984.4!   *+                                 !!          .  0.   .          !
 1985.1!   +    *                             !!          .   .   .  0       !
 1985.2!         + *                          !!          .   .  0.          !
 1985.3!          *+                          !!          .  0.   .          !
 1985.4!           +*                         !!          .   .  0.          !
 1986.1!           +     *                    !!          .   .   .     0    !
 1986.2!              * +                     !!          .0  .   .          !
 1986.3!              +*                      !!          .   .  0.          !
 1986.4!              * +                     !!          .0  .   .          !
 1987.1!               +        *             !!          .   .   .       0  !
 1987.2!                        +             !!          .   0   .          !
 1987.3!                         +            !!          .   .0  .          !
 1987.4!                       * +            !!          .0  .   .          !
 1988.1!                        + *           !!          .   .   0          !
 1988.2!                 *        +           !0          .   .   .          !
 1988.3!                 +      *             !!          .   .   .     0    !
 1988.4!                   *    +             !!      0   .   .   .          !
 1989.1!                   +*                 !!          .   .0  .          !
 1989.2!                     +                !!          .   0   .          !
 1989.3!                       + *            !!          .   .  0.          !
 1989.4!                      *   +           !!        0 .   .   .          !
 1990.1!                       *+             !!          . 0 .   .          !
 1990.2!                        +*            !!          .   . 0 .          !
 1990.3!                           +*         !!          .   . 0 .          !
 1990.4!                             +        !!          .   .0  .          !
 1991.1!                              +   *   !!          .   .   . 0        !
 1991.2!                                 +*   !!          .   0   .          !
 1991.3!                                  +   !!          .   .0  .          !
 1991.4!                                  + * !!          .   . 0 .          !
 1992.1!                                    + *!          .   .  0.          !
 1992.2!                                      +!          .   0   .          !
 1992.3!                                     *+!          .  0.   .          !
 1992.4!                                     +!!          .   0   .          !
 1993.1!                                    *+!!          . 0 .   .          !
 1993.2!                                   *+ !!          . 0 .   .          !
 1993.3!                                  *+  !!          . 0 .   .          !
 1993.4!                                  +   !!          .   0   .          !
 1994.1!                                  +*  !!          .   .0  .          !
 1994.2!                               *   +  !!        0 .   .   .          !
 1994.3!                          *   +       !!        0 .   .   .          !
 1994.4!                         *+           !!          .  0.   .          !
 1995.1!                          +       *   !!          .   .   .        0 !
 1995.2!                                 +*   !!          .   . 0 .          !
 1995.3!                                  +*  !!          .   . 0 .          !
 1995.4!                                   + *!!          .   .   0          !
 1996.1!                                    +*!!          .   .0  .          !
 1996.2!                                    +*!!          .   . 0 .          !
 1996.3!                                    +*!!          .   .0  .          !
 1996.4!                                    + *!          .   .   0          !
 1997.1!                                 *  + !!        0 .   .   .          !
 1997.2!                               + *    !!          .   .  0.          !
 1997.3!                                +*    !!          .   .0  .          !
 1997.4!                                +*    !!          .   .0  .          !
 1998.1!                          *     +     !!      0   .   .   .          !
 1998.2!                          +  *        !!          .   .   0          !
 1998.3!                             +*       !!          .   .0  .          !
 1998.4!                             +        !!          .   0   .          !
 1999.1!                             +*       !!          .   .0  .          !
 1999.2!                              + *     !!          .   .  0.          !
 1999.3!                               +*     !!          .   .0  .          !
 1999.4!                                +*    !!          .   .0  .          !
 2000.1!                              * +     !!          .0  .   .          !
 2000.2!                             +*       !!          .   .0  .          !
 2000.3!                             + *      !!          .   .  0.          !
 2000.4!                              + *     !!          .   . 0 .          !
 2001.1!                             * +      !!          0   .   .          !
 2001.2!                             +        !!          .   0   .          !
 2001.3!                             +*       !!          .   .0  .          !
 2001.4!                              *+      !!          .  0.   .          !
 2002.1!                              + *     !!          .   . 0 .          !
 2002.2!                                +     !!          .   0   .          !
 2002.3!                                +     !!          .  0.   .          !
 2002.4!                                +     !!          .  0.   .          !
 2003.1!                                +     !!          .  0.   .          !
 2003.2!                                +*    !!          .   . 0 .          !
 2003.3!                                 *+   !!          .   0   .          !
 2003.4!                                 *+   !!          .  0.   .          !
 2004.1!                                *+    !!          .  0.   .          !
 2004.2!                                 +*   !!          .   .  0.          !
 2004.3!                                  +*  !!          .   .0  .          !
 2004.4!                                  *+  !!          .  0.   .          !
 2005.1!                                  +*  !!          .   . 0 .          !
 2005.2!                                  +*  !!          .   .0  .          !
 2005.3!                                  *+  !!          .   0   .          !
 2005.4!                                  +   !!          .   .0  .          !
 2006.1!                              *   +   !!        0 .   .   .          !
 2006.2!                              +*      !!          .   . 0 .          !
 2006.3!                             * +      !!          . 0 .   .          !
 2006.4!                             *+       !!          .  0.   .          !
 2007.1!                            *+        !!          . 0 .   .          !
 2007.2!                             +        !!          .   0   .          !
 2007.3!                           * +        !!          .0  .   .          !
 2007.4!                            +         !!          .   .0  .          !
 2008.1!                        *   +         !!        0 .   .   .          !
 2008.2!                        *+            !!          .  0.   .          !
 2008.3!                     *  +             !!         0.   .   .          !
 2008.4!                      +*              !!          .   .0  .          !
 2009.1!                        +   *         !!          .   .   . 0        !
 2009.2!                           *+         !!          . 0 .   .          !
 2009.3!                        * +           !!          .0  .   .          !
 2009.4!                       *+             !!          .  0.   .          !
 2010.1!                       + *            !!          .   .   0          !
 2010.2!                         +            !!          .   0   .          !
 2010.3!                       * +            !!          . 0 .   .          !
 2010.4!                        +*            !!          .   .0  .          !
 2011.1!                         +            !!          .   .0  .          !
 2011.2!                         +            !!          .  0.   .          !
 2011.3!                         +            !!          .   0   .          !
 2011.4!                         +            !!          .   0   .          !
 2012.1!                         +*           !!          .   . 0 .          !
 2012.2!                         *+           !!          . 0 .   .          !
 2012.3!                        *+            !!          .  0.   .          !
 2012.4!                        +*            !!          .   .0  .          !


     18.25 percent of the residuals exceed 1 SE
      6.35 percent of the residuals exceed 2 SE
@@EQ 2193 LAAJOPE C LAJOPE(-1) PJOPE;SMPL 2010.3 2012.4;OLS;EST 2193 PLOT=0;EN
@@EQ 2194 LAASYPE C LASYPE(-1) PSYPE;SMPL 2005.3 2012.4;OLS;EST 2194 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDPE=IDPX$Q/PEPMM;                                                     
 GENR LAAIDPE=LOG(AAIDPE+.00001);                                             
 GENR LAIDPE=LOG(AIDPE+.00001);                                               
 LHS AAIDPE=EXP(LAAIDPE)-.00001;                                              
  EQ 2195 LAAIDPE C LAIDPE(-1) PIDPE;                                         
EQUATION 1335  LAAIDPE  
   RHS     C  LAIDPE(-1)  PIDPE  
 SMPL 1980.3 2012.4;                                                          
Sample period is now  1980.3 to  2012.4 Internally:   115 to   244
 OLS;EST 1335 PLOT=0;END;                                                     

Equation number = 1335
**********************

Dependent variable = LAAIDPE 

 1980.3 -   2012.4,    0 missing obs.,  130 obs. used.

Mean of dependent variable       -6.301856843

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.017306680       0.395682417  -0.04374     1.000000
14414 LAIDPE  ( -1)       0.967083459       0.022909187  42.21378    -6.330391
14412 PIDPE   (  0)      -0.147890050       0.323092232  -0.45773     1.099018

SE of equation            =     0.429217094
Sum of squared residuals  =  23.3968688      -0.557287549E-11
Average absolute error    =     0.298996102
Sum of ABS residuals      =  38.8694932    
R squared                 =   0.93375
Durbin-Watson statistic   =   2.34349
SMPL and No. Obs.         = 1980.3   2012.4    130

Plot of actual(*) and fitted(+) values and residuals(0)


 1980.3!         +      *                     !!          .   .   .    0     !
 1980.4!          *     +                     !!      0   .   .   .          !
 1981.1!        *  +                          !!          0   .   .          !
 1981.2!     *  +                             !!          0   .   .          !
 1981.3!      +*                              !!          .   . 0 .          !
 1981.4!  *     +                             !!      0   .   .   .          !
 1982.1!   +        *                         !!          .   .   .        0 !
 1982.2!           *+                         !!          .  0.   .          !
 1982.3!           *+                         !!          .  0.   .          !
 1982.4!           *+                         !!          .  0.   .          !
 1983.1!       *    +                         !!        0 .   .   .          !
 1983.2!        +                             !!          .   0   .          !
 1983.3!       *+                             !!          . 0 .   .          !
 1983.4!       +                              !!          .  0.   .          !
 1984.1!       *+                             !!          . 0 .   .          !
 1984.2!       +                              !!          .  0.   .          !
 1984.3!       +                              !!          .  0.   .          !
 1984.4!       +                              !!          .  0.   .          !
 1985.1!      *+                              !!          .  0.   .          !
 1985.2!     * +                              !!          . 0 .   .          !
 1985.3!     *+                               !!          .  0.   .          !
 1985.4!      +                               !!          .   0   .          !
 1986.1!       +  *                           !!          .   .   0          !
 1986.2!         * +                          !!          .0  .   .          !
 1986.3!        *+                            !!          . 0 .   .          !
 1986.4!       * +                            !!          . 0 .   .          !
 1987.1!        +   *                         !!          .   .   .0         !
 1987.2!          * +                         !!          0   .   .          !
 1987.3!        * +                           !!          .0  .   .          !
 1987.4!        *+                            !!          . 0 .   .          !
 1988.1!        +*                            !!          .   .0  .          !
 1988.2!         + *                          !!          .   .  0.          !
 1988.3!         *  +                         !!          .0  .   .          !
 1988.4!          +*                          !!          .   .0  .          !
 1989.1!      *    +                          !!       0  .   .   .          !
 1989.2!    * +                               !!          . 0 .   .          !
 1989.3*     +                                !!     0    .   .   .          !
 1989.4!+    *                                !!          .   .   .  0       !
 1990.1!     + *                              !!          .   .  0.          !
 1990.2!        +                             !!          .   0   .          !
 1990.3!        +                             !!          .   0   .          !
 1990.4!   *     +                            !!       0  .   .   .          !
 1991.1!    +          *                      !!          .   .   .          0
 1991.2!               +                      !!          .   0   .          !
 1991.3!               + *                    !!          .   . 0 .          !
 1991.4!                 +                    !!          .   0   .          !
 1992.1!                *+                    !!          .  0.   .          !
 1992.2!                +*                    !!          .   0   .          !
 1992.3!                 + *                  !!          .   .  0.          !
 1992.4!          *        +                  !! 0        .   .   .          !
 1993.1!           + *                        !!          .   .   0          !
 1993.2!              +  *                    !!          .   .   0          !
 1993.3!                 + *                  !!          .   .  0.          !
 1993.4!                *  +                  !!         0.   .   .          !
 1994.1!             *  +                     !!          0   .   .          !
 1994.2!              +  *                    !!          .   .   .0         !
 1994.3!                 +   *                !!          .   .   .0         !
 1994.4!                     *+               !!          .  0.   .          !
 1995.1!                     +  *             !!          .   .   .0         !
 1995.2!                     *   +            !!         0.   .   .          !
 1995.3!                     +                !!          .  0.   .          !
 1995.4!                     +      *         !!          .   .   .    0     !
 1996.1!                            +   *     !!          .   .   . 0        !
 1996.2!                            *   +     !!         0.   .   .          !
 1996.3!                     *      +         !!    0     .   .   .          !
 1996.4!                   * +                !!          .0  .   .          !
 1997.1!                 * +                  !!          .0  .   .          !
 1997.2!                 +  *                 !!          .   .   0          !
 1997.3!                    +  *              !!          .   .   0          !
 1997.4!                       +              !!          .  0.   .          !
 1998.1!                       +*             !!          .   . 0 .          !
 1998.2!                        +*            !!          .   .0  .          !
 1998.3!                         +*           !!          .   . 0 .          !
 1998.4!                          +           !!          .  0.   .          !
 1999.1!                          +  *        !!          .   .   .0         !
 1999.2!                            *+        !!          .  0.   .          !
 1999.3!                            +*        !!          .   .0  .          !
 1999.4!                             +        !!          .   0   .          !
 2000.1!                            *+        !!          . 0 .   .          !
 2000.2!                           *+         !!          .   0   .          !
 2000.3!                           +*         !!          .   .0  .          !
 2000.4!                            +         !!          .   0   .          !
 2001.1!                            +  *      !!          .   .  0.          !
 2001.2!                              *+      !!          .  0.   .          !
 2001.3!                              +       !!          .   0   .          !
 2001.4!                              +       !!          .   0   .          !
 2002.1!                              + *     !!          .   .  0.          !
 2002.2!                                +     !!          .  0.   .          !
 2002.3!                                +     !!          .   .0  .          !
 2002.4!                                +     !!          .  0.   .          !
 2003.1!                              * +     !!          . 0 .   .          !
 2003.2!                              +       !!          .  0.   .          !
 2003.3!                              +       !!          .   0   .          !
 2003.4!                              +       !!          .   .0  .          !
 2004.1!                              + *     !!          .   . 0 .          !
 2004.2!                               +      !!          .  0.   .          !
 2004.3!                               +      !!          .   0   .          !
 2004.4!                              *+      !!          .  0.   .          !
 2005.1!                              +   *   !!          .   .   .0         !
 2005.2!                               * +    !!          .0  .   .          !
 2005.3!                               +      !!          .   0   .          !
 2005.4!                               +      !!          .   0   .          !
 2006.1!                               + *    !!          .   . 0 .          !
 2006.2!                                +     !!          .   0   .          !
 2006.3!                               *+     !!          .   0   .          !
 2006.4!                              *+      !!          .  0.   .          !
 2007.1!                              +     * !!          .   .   .   0      !
 2007.2!                                   *+ !!          .  0.   .          !
 2007.3!                                  +   !!          .   0   .          !
 2007.4!                                  +   !!          .   .0  .          !
 2008.1!                                  +   *!          .   .   . 0        !
 2008.2!                                 *    +!        0 .   .   .          !
 2008.3!                                 +  * !!          .   .   .0         !
 2008.4!                                   *+ !!          . 0 .   .          !
 2009.1!                                 *+   !!          . 0 .   .          !
 2009.2!                                *+    !!          .  0.   .          !
 2009.3!                                + *   !!          .   .   0          !
 2009.4!                                  +   !!          .   0   .          !
 2010.1!                                 +  * !!          .   .  0.          !
 2010.2!                                   *+ !!          .  0.   .          !
 2010.3!                                  +   !!          .  0.   .          !
 2010.4!                                 +*   !!          .   .0  .          !
 2011.1!                                 +  * !!          .   .   0          !
 2011.2!                                 *  + !!          .0  .   .          !
 2011.3!                                 +    !!          .   .0  .          !
 2011.4!                                 +*   !!          .   . 0 .          !
 2012.1!                                  +*  !!          .   . 0 .          !
 2012.2!                                   +  !!          .   0   .          !
 2012.3!                                   +* !!          .   . 0 .          !
 2012.4!                                  *+  !!          .0  .   .          !


     24.62 percent of the residuals exceed 1 SE
      7.69 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAPE=MAPX$Q/PEPMM;                                                     
 GENR LAAMAPE=LOG(AAMAPE+.00001);                                             
 GENR LAMAPE=LOG(AMAPE+.00001);                                               
 LHS AAMAPE=EXP(LAAMAPE)-.00001;                                              
  EQ 2196 LAAMAPE C LAMAPE(-1) PMAPE;                                         
EQUATION 1336  LAAMAPE  
   RHS     C  LAMAPE(-1)  PMAPE  
 SMPL 1976.1 2012.4;                                                          
Sample period is now  1976.1 to  2012.4 Internally:    97 to   244
 OLS;EST 1336 PLOT=0;END;                                                     

Equation number = 1336
**********************

Dependent variable = LAAMAPE 

 1976.1 -   2012.4,    0 missing obs.,  148 obs. used.

Mean of dependent variable       -6.687332880

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.519243303       0.409287338  -3.71192     1.000000
14417 LAMAPE  ( -1)       0.639001134       0.062940271  10.15250    -6.698748
14415 PMAPE   (  0)      -0.775019384       0.280723130  -2.76080     1.145239

SE of equation            =     0.824530083
Sum of squared residuals  =  98.5782293      -0.552802248E-11
Average absolute error    =     0.540018359
Sum of ABS residuals      =  79.9227171    
R squared                 =   0.53504
Durbin-Watson statistic   =   2.39348
SMPL and No. Obs.         = 1976.1   2012.4    148

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.1!         *        +                   !!        0  .  .  .           !
 1976.2!             +    *                   !!           .  .  0           !
 1976.3!                  +*                  !!           .  .0 .           !
 1976.4!                  +  *                !!           .  . 0.           !
 1977.1!                   + *                !!           .  .0 .           !
 1977.2!                 * +                  !!           . 0.  .           !
 1977.3!               +*                     !!           .  .0 .           !
 1977.4!                +  *                  !!           .  . 0.           !
 1978.1!                  +  *                !!           .  . 0.           !
 1978.2!                  * +                 !!           . 0.  .           !
 1978.3!                  +                   !!           .  0  .           !
 1978.4!                  + *                 !!           .  . 0.           !
 1979.1!                   +     *            !!           .  .  .0          !
 1979.2!                    *+                !!           . 0.  .           !
 1979.3!                  + *                 !!           .  . 0.           !
 1979.4!     *            +                   !!     0     .  .  .           !
 1980.1!         +       *                    !!           .  .  . 0         !
 1980.2!            *   +                     !!           0  .  .           !
 1980.3!            * +                       !!           . 0.  .           !
 1980.4!      *       +                       !!         0 .  .  .           !
 1981.1!     *     +                          !!          0.  .  .           !
 1981.2!       * +                            !!           . 0.  .           !
 1981.3!           +                          !!           .  0  .           !
 1981.4!             +                        !!           .  0  .           !
 1982.1!              *+                      !!           .  0  .           !
 1982.2!          *    +                      !!          0.  .  .           !
 1982.3!           * +                        !!           . 0.  .           !
 1982.4!              +                       !!           .  0  .           !
 1983.1!           *    +                     !!          0.  .  .           !
 1983.2!              +  *                    !!           .  . 0.           !
 1983.3!                  +                   !!           .  0  .           !
 1983.4!                * +                   !!           . 0.  .           !
 1984.1!               *+                     !!           .  0  .           !
 1984.2!               +    *                 !!           .  .  0           !
 1984.3*                  +                   !! 0         .  .  .           !
 1984.4!     +            *                   !!           .  .  .    0      !
 1985.1!          *       +                   !!         0 .  .  .           !
 1985.2!            +                         !!           .  0  .           !
 1985.3!              +     *                 !!           .  .  .0          !
 1985.4!            *       +                 !!        0  .  .  .           !
 1986.1!             *  +                     !!           .0 .  .           !
 1986.2!                 +    *               !!           .  .  0           !
 1986.3!                     *  +             !!           .0 .  .           !
 1986.4!               *      +               !!         0 .  .  .           !
 1987.1!                  + *                 !!           .  .0 .           !
 1987.2!                 *   +                !!           0  .  .           !
 1987.3!                   +*                 !!           .  0  .           !
 1987.4!                  *  +                !!           .0 .  .           !
 1988.1!            *       +                 !!        0  .  .  .           !
 1988.2!                +  *                  !!           .  . 0.           !
 1988.3!                    +                 *!           .  .  .        0  !
 1988.4!           *                     +    !0           .  .  .           !
 1989.1!         *     +                      !!          0.  .  .           !
 1989.2!              + *                     !!           .  .0 .           !
 1989.3!             *     +                  !!          0.  .  .           !
 1989.4!                 + *                  !!           .  .0 .           !
 1990.1!              *      +                !!         0 .  .  .           !
 1990.2!         *        +                   !!        0  .  .  .           !
 1990.3!             * +                      !!           . 0.  .           !
 1990.4!          *      +                    !!         0 .  .  .           !
 1991.1!               +  *                   !!           .  . 0.           !
 1991.2!                    +   *             !!           .  .  0           !
 1991.3!                      *  +            !!           .0 .  .           !
 1991.4!                      *+              !!           . 0.  .           !
 1992.1!                       +              !!           .  0  .           !
 1992.2!                        +             !!           .  0  .           !
 1992.3!                        +*            !!           .  .0 .           !
 1992.4!                       * +            !!           . 0.  .           !
 1993.1!                   *   +              !!           0  .  .           !
 1993.2!                     +  *             !!           .  . 0.           !
 1993.3!                       *+             !!           . 0.  .           !
 1993.4!                       *+             !!           .  0  .           !
 1994.1!                     *  +             !!           .0 .  .           !
 1994.2!                    * +               !!           . 0.  .           !
 1994.3!                     +*               !!           .  .0 .           !
 1994.4!                      + *             !!           .  .0 .           !
 1995.1!                       + *            !!           .  .0 .           !
 1995.2!                        +             !!           .  0  .           !
 1995.3!                       + *            !!           .  .0 .           !
 1995.4!                   *    +             !!           0  .  .           !
 1996.1!                    + *               !!           .  .0 .           !
 1996.2!                      +*              !!           .  .0 .           !
 1996.3!                       + *            !!           .  .0 .           !
 1996.4!                       + *            !!           .  .0 .           !
 1997.1!                        +             !!           .  0  .           !
 1997.2!                       +              !!           .  0  .           !
 1997.3!                       +  *           !!           .  . 0.           !
 1997.4!                         +  *         !!           .  . 0.           !
 1998.1!                          +    *      !!           .  .  0           !
 1998.2!                        *   +         !!           .0 .  .           !
 1998.3!                        +             !!           .  0  .           !
 1998.4!                   *   +              !!           0  .  .           !
 1999.1!                    +                 !!           .  .0 .           !
 1999.2!                     +*               !!           .  .0 .           !
 1999.3!                      + *             !!           .  .0 .           !
 1999.4!                       +*             !!           .  0  .           !
 2000.1!                       +              !!           .  0  .           !
 2000.2!                      + *             !!           .  .0 .           !
 2000.3!                       + *            !!           .  . 0.           !
 2000.4!                        +*            !!           .  .0 .           !
 2001.1!                       +  *           !!           .  . 0.           !
 2001.2!                       *+             !!           . 0.  .           !
 2001.3!                       +*             !!           .  .0 .           !
 2001.4!                       +              !!           .  0  .           !
 2002.1!                      +  *            !!           .  . 0.           !
 2002.2!                        + *           !!           .  .0 .           !
 2002.3!                        + *           !!           .  .0 .           !
 2002.4!                        +*            !!           .  .0 .           !
 2003.1!                        + *           !!           .  . 0.           !
 2003.2!                         +  *         !!           .  . 0.           !
 2003.3!                         *+           !!           .  0  .           !
 2003.4!                        +  *          !!           .  . 0.           !
 2004.1!                         +   *        !!           .  .  0           !
 2004.2!                           +     *    !!           .  .  . 0         !
 2004.3!                             +  *     !!           .  . 0.           !
 2004.4!                            +         !!           . 0.  .           !
 2005.1!                          +     *     !!           .  .  .0          !
 2005.2!                             +        !!           .  0  .           !
 2005.3!                           +*         !!           .  0  .           !
 2005.4!                          +  *        !!           .  . 0.           !
 2006.1!                           +*         !!           .  .0 .           !
 2006.2!                          +  *        !!           .  . 0.           !
 2006.3!                           +  *       !!           .  . 0.           !
 2006.4!                            +         !!           .  .0 .           !
 2007.1!                           +*         !!           .  .0 .           !
 2007.2!                           +*         !!           .  .0 .           !
 2007.3!                           + *        !!           .  . 0.           !
 2007.4!                          *+          !!           . 0.  .           !
 2008.1!                         +            !!           .  0  .           !
 2008.2!                         +*           !!           .  0  .           !
 2008.3!                          + *         !!           .  . 0.           !
 2008.4!                           + *        !!           .  . 0.           !
 2009.1!                           +          !!           .  0  .           !
 2009.2!                          +*          !!           .  .0 .           !
 2009.3!                          +  *        !!           .  . 0.           !
 2009.4!                          *+          !!           .  0  .           !
 2010.1!                         +*           !!           .  0  .           !
 2010.2!                         + *          !!           .  .0 .           !
 2010.3!                          +   *       !!           .  .  0           !
 2010.4!                           *+         !!           . 0.  .           !
 2011.1!                          +   *       !!           .  . 0.           !
 2011.2!                            +         !!           .  0  .           !
 2011.3!                           + *        !!           .  . 0.           !
 2011.4!                            +         !!           .  0  .           !
 2012.1!                           +*         !!           .  .0 .           !
 2012.2!                           +*         !!           .  .0 .           !
 2012.3!                           + *        !!           .  .0 .           !
 2012.4!                          *+          !!           . 0.  .           !


     18.92 percent of the residuals exceed 1 SE
      4.05 percent of the residuals exceed 2 SE
@@EQ 2197 LAAPAPE C LAPAPE(-1) PPAPE;SMPL 1991.4 2012.4;OLS;EST 2197 PLOT=0;EN
@@EQ 2198 LAAPHPE C LAPHPE(-1) PPHPE;SMPL 1991.3 2012.4;OLS;EST 2198 PLOT=0;EN
@EQ  2199 LAATHPE C LATHPE(-1) PTHPE;SMPL 1991.1 2012.4;OLS;EST 2199 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHPE=CHPX$Q/PEPMM;                                                     
 GENR LAACHPE=LOG(AACHPE+.00001);                                             
 GENR LACHPE=LOG(ACHPE+.00001);                                               
 LHS AACHPE=EXP(LAACHPE)-.00001;                                              
  EQ 2200 LAACHPE C LACHPE(-1) PCHPE;                                         
EQUATION 1337  LAACHPE  
   RHS     C  LACHPE(-1)  PCHPE  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1337 PLOT=0;END;                                                     

Equation number = 1337
**********************

Dependent variable = LAACHPE 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.035731681

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.814835158       0.754387728   1.08013     1.000000
14420 LACHPE  ( -1)       0.870594027       0.043591886  19.97147    -4.071779
14418 PCHPE   (  0)      -1.162458617       0.734934706  -1.58172     1.123223

SE of equation            =     0.629669021
Sum of squared residuals  =  48.7674184      -0.799360578E-12
Average absolute error    =     0.411994697
Sum of ABS residuals      =  51.9113319    
R squared                 =   0.82470
Durbin-Watson statistic   =   2.57494
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!        +                             !!          .   0   .          !
 1981.4!         *+                           !!          .  0.   .          !
 1982.1!        * +                           !!          . 0 .   .          !
 1982.2!         *+                           !!          .   0   .          !
 1982.3!           +  *                       !!          .   . 0 .          !
 1982.4!       *       +                      !!       0  .   .   .          !
 1983.1!      * +                             !!          . 0 .   .          !
 1983.2*        +                             !!      0   .   .   .          !
 1983.3!  + *                                 !!          .   . 0 .          !
 1983.4!      +   *                           !!          .   .   0          !
 1984.1!           +                          !!          .   0   .          !
 1984.2!           *+                         !!          .  0.   .          !
 1984.3!      *     +                         !!         0.   .   .          !
 1984.4!     *  +                             !!          . 0 .   .          !
 1985.1! *     +                              !!         0.   .   .          !
 1985.2!   +                                  !!          .   0   .          !
 1985.3!   * +                                !!          .  0.   .          !
 1985.4!     *+                               !!          .  0.   .          !
 1986.1!  *    +                              !!         0.   .   .          !
 1986.2!    +              *                  !!          .   .   .        0 !
 1986.3!      *            +                  !!  0       .   .   .          !
 1986.4!        +   *                         !!          .   .   0          !
 1987.1!              +        *              !!          .   .   .   0      !
 1987.2!                  *    +              !!         0.   .   .          !
 1987.3!   *               +                  !!0         .   .   .          !
 1987.4!       +          *                   !!          .   .   .     0    !
 1988.1!  *                +                  !0          .   .   .          !
 1988.2! *    +                               !!          0   .   .          !
 1988.3!   +*                                 !!          .   .0  .          !
 1988.4!       +          *                   !!          .   .   .     0    !
 1989.1!           *      +                   !!        0 .   .   .          !
 1989.2!             +        *               !!          .   .   .   0      !
 1989.3!                    * +               !!          . 0 .   .          !
 1989.4!              *      +                !!        0 .   .   .          !
 1990.1!               *+                     !!          .  0.   .          !
 1990.2!              * +                     !!          . 0 .   .          !
 1990.3!             *  +                     !!          . 0 .   .          !
 1990.4!               +   *                  !!          .   .  0.          !
 1991.1!              *     +                 !!        0 .   .   .          !
 1991.2!               +  *                   !!          .   .  0.          !
 1991.3!                  *+                  !!          .  0.   .          !
 1991.4!                   +*                 !!          .   .0  .          !
 1992.1!                    +  *              !!          .   . 0 .          !
 1992.2!            *          +              !!     0    .   .   .          !
 1992.3!          *   +                       !!          0   .   .          !
 1992.4!            +        *                !!          .   .   .   0      !
 1993.1!                 *   +                !!          .0  .   .          !
 1993.2!                  + *                 !!          .   .0  .          !
 1993.3!                    +  *              !!          .   . 0 .          !
 1993.4!                       +*             !!          .   . 0 .          !
 1994.1!                      * +             !!          . 0 .   .          !
 1994.2!                   *  +               !!          .0  .   .          !
 1994.3!                 *  +                 !!          .0  .   .          !
 1994.4!                  +       *           !!          .   .   .  0       !
 1995.1!                          +  *        !!          .   .  0.          !
 1995.2!                     *      +         !!       0  .   .   .          !
 1995.3!                   * +                !!          . 0 .   .          !
 1995.4!                   +*                 !!          .   0   .          !
 1996.1!                    +   *             !!          .   .  0.          !
 1996.2!                       + *            !!          .   . 0 .          !
 1996.3!                    *   +             !!          0   .   .          !
 1996.4!                    +*                !!          .   .0  .          !
 1997.1!                 *   +                !!          .0  .   .          !
 1997.2!                  +                   !!          .   0   .          !
 1997.3!                 *+                   !!          .   0   .          !
 1997.4!                 +     *              !!          .   .   .0         !
 1998.1!                   *  +               !!          .0  .   .          !
 1998.2!                   + *                !!          .   . 0 .          !
 1998.3!                    *+                !!          .   0   .          !
 1998.4!                    +                 !!          .   0   .          !
 1999.1!                   + *                !!          .   . 0 .          !
 1999.2!                    + *               !!          .   . 0 .          !
 1999.3!                     +  *             !!          .   .  0.          !
 1999.4!                       +*             !!          .   0   .          !
 2000.1!                       +              !!          .   0   .          !
 2000.2!                     +*               !!          .   .0  .          !
 2000.3!                     +  *             !!          .   . 0 .          !
 2000.4!                      +*              !!          .   .0  .          !
 2001.1!                      + *             !!          .   .0  .          !
 2001.2!                       + *            !!          .   . 0 .          !
 2001.3!                        + *           !!          .   . 0 .          !
 2001.4!                         +*           !!          .   .0  .          !
 2002.1!                         + *          !!          .   . 0 .          !
 2002.2!                          +           !!          .   0   .          !
 2002.3!                         +  *         !!          .   . 0 .          !
 2002.4!                           +*         !!          .   .0  .          !
 2003.1!                           +*         !!          .   .0  .          !
 2003.2!                           +  *       !!          .   . 0 .          !
 2003.3!                             +        !!          .   .0  .          !
 2003.4!                            + *       !!          .   . 0 .          !
 2004.1!                           * +        !!          . 0 .   .          !
 2004.2!                          +  *        !!          .   . 0 .          !
 2004.3!                            + *       !!          .   . 0 .          !
 2004.4!                              +       !!          .   .0  .          !
 2005.1!                              +       !!          .   0   .          !
 2005.2!                              +       !!          .   0   .          !
 2005.3!                              + *     !!          .   .0  .          !
 2005.4!                               +*     !!          .   0   .          !
 2006.1!                               *+     !!          .   0   .          !
 2006.2!                               + *    !!          .   . 0 .          !
 2006.3!                                +*    !!          .   .0  .          !
 2006.4!                                 +    !!          .   .0  .          !
 2007.1!                                 +    !!          .   0   .          !
 2007.2!                                 +*   !!          .   .0  .          !
 2007.3!                                  +*  !!          .   .0  .          !
 2007.4!                                   +  !!          .   .0  .          !
 2008.1!                                  *+  !!          .  0.   .          !
 2008.2!                                  + * !!          .   .0  .          !
 2008.3!                                    +*!!          .   .0  .          !
 2008.4!                                    + !!          .   0   .          !
 2009.1!                                  * + !!          .  0.   .          !
 2009.2!                                  +*  !!          .   .0  .          !
 2009.3!                                   +* !!          .   .0  .          !
 2009.4!                                    +*!!          .   .0  .          !
 2010.1!                                    +*!!          .   .0  .          !
 2010.2!                                    +*!!          .   .0  .          !
 2010.3!                                    +*!!          .   .0  .          !
 2010.4!                                     +!!          .   0   .          !
 2011.1!                                    *+!!          .   0   .          !
 2011.2!                                    + *!          .   . 0 .          !
 2011.3!                                     +*!          .   .0  .          !
 2011.4!                                     +*!          .   0   .          !
 2012.1!                                     +!!          .   0   .          !
 2012.2!                                    + *!          .   . 0 .          !
 2012.3!                                     +*!          .   .0  .          !
 2012.4!                                     +*!          .   0   .          !


     18.25 percent of the residuals exceed 1 SE
      7.14 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PARPE=ARPX$Q/PEPMM;                                                     
 GENR LAAARPE=LOG(AAARPE+.00001);                                             
 GENR LAARPE=LOG(AARPE+.00001);                                               
 LHS AAARPE=EXP(LAAARPE)-.00001;                                              
  EQ 2201 LAAARPE C LAARPE(-1) PARPE;                                         
EQUATION 1338  LAAARPE  
   RHS     C  LAARPE(-1)  PARPE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1338 PLOT=0;END;                                                     

Equation number = 1338
**********************

Dependent variable = LAAARPE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.135732618

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.972046504       0.328512284  -2.95894     1.000000
14423 LAARPE  ( -1)       0.679040156       0.054126100  12.54552    -3.134564
14421 PARPE   (  0)      -0.030195213       0.253112559  -0.11930     1.165466

SE of equation            =     0.391412186
Sum of squared residuals  =  28.3426473      -0.423527879E-11
Average absolute error    =     0.267032441
Sum of ABS residuals      =  50.2020989    
R squared                 =   0.46200
Durbin-Watson statistic   =   2.18692
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                    *    +            !!          .0  .   .          !
 1966.2!                     +    *           !!          .   .  0.          !
 1966.3!                         +   *        !!          .   . 0 .          !
 1966.4!                         * +          !!          .  0.   .          !
 1967.1!                         +     *      !!          .   .   0          !
 1967.2!                             + *      !!          .   . 0 .          !
 1967.3!                       *     +        !!          0   .   .          !
 1967.4!                       +    *         !!          .   .   0          !
 1968.1!                           +     *    !!          .   .   0          !
 1968.2!                              +*      !!          .   .0  .          !
 1968.3!                             +  *     !!          .   . 0 .          !
 1968.4!                             + *      !!          .   .0  .          !
 1969.1!                             +  *     !!          .   . 0 .          !
 1969.2!                             +        !!          .   0   .          !
 1969.3!                            +*        !!          .   .0  .          !
 1969.4!                      *    +          !!          .0  .   .          !
 1970.1!                      *+              !!          .   0   .          !
 1970.2!                      +   *           !!          .   .  0.          !
 1970.3!                      *   +           !!          . 0 .   .          !
 1970.4!                      +*              !!          .   0   .          !
 1971.1!       *               +              !!   0      .   .   .          !
 1971.2!         *  +                         !!          . 0 .   .          !
 1971.3!        *     +                       !!          .0  .   .          !
 1971.4!          *  +                        !!          . 0 .   .          !
 1972.1! *            +                       !!     0    .   .   .          !
 1972.2!        + *                           !!          .   .0  .          !
 1972.3!               +     *                !!          .   .   0          !
 1972.4!                *     +               !!          0   .   .          !
 1973.1!                  +                   !!          .   0   .          !
 1973.2!                    +                 !!          .   0   .          !
 1973.3!                     +*               !!          .   .0  .          !
 1973.4!                      *+              !!          .   0   .          !
 1974.1!        *              +              !!    0     .   .   .          !
 1974.2!             +  *                     !!          .   . 0 .          !
 1974.3!             *     +                  !!          0   .   .          !
 1974.4!            *   +                     !!          .0  .   .          !
 1975.1!    *           +                     !!      0   .   .   .          !
 1975.2*          +                           !!       0  .   .   .          !
 1975.3!       +                              !!          .   0   .          !
 1975.4!     *      +                         !!         0.   .   .          !
 1976.1!        *  +                          !!          . 0 .   .          !
 1976.2!             +                *       !!          .   .   .      0   !
 1976.3!           *                +         !!   0      .   .   .          !
 1976.4!               +     *                !!          .   .   0          !
 1977.1!                      +               !!          .   0   .          !
 1977.2!   *                  +               !! 0        .   .   .          !
 1977.3!         *+                           !!          .  0.   .          !
 1977.4!             +          *             !!          .   .   .  0       !
 1978.1!                      * +             !!          .  0.   .          !
 1978.2!                    *  +              !!          . 0 .   .          !
 1978.3!                     +  *             !!          .   . 0 .          !
 1978.4!                  *     +             !!          0   .   .          !
 1979.1!                    +        *        !!          .   .   . 0        !
 1979.2!                     *     +          !!          0   .   .          !
 1979.3*                      +               !0          .   .   .          !
 1979.4!       +               *              !!          .   .   .     0    !
 1980.1!                       +          *   !!          .   .   .  0       !
 1980.2!           *                   +      !! 0        .   .   .          !
 1980.3!               +        *             !!          .   .   . 0        !
 1980.4!                      * +             !!          .  0.   .          !
 1981.1!      *               +               !!   0      .   .   .          !
 1981.2!  *        +                          !!        0 .   .   .          !
 1981.3!         +      *                     !!          .   .   .0         !
 1981.4!                  +  *                !!          .   . 0 .          !
 1982.1!                   *  +               !!          . 0 .   .          !
 1982.2!                *    +                !!          .0  .   .          !
 1982.3!                   +                  !!          .   0   .          !
 1982.4!                    +  *              !!          .   .0  .          !
 1983.1!                       +      *       !!          .   .   0          !
 1983.2!           *                +         !!   0      .   .   .          !
 1983.3!             * +                      !!          .  0.   .          !
 1983.4!                +          *          !!          .   .   .  0       !
 1984.1!                          +    *      !!          .   .  0.          !
 1984.2!                             +*       !!          .   .0  .          !
 1984.3!                     *      +         !!         0.   .   .          !
 1984.4!                      +   *           !!          .   .  0.          !
 1985.1!                         +       *    !!          .   .   .0         !
 1985.2!                              +  *    !!          .   . 0 .          !
 1985.3!                              +       *!          .   .   .0         !
 1985.4!                                *+    !!          .  0.   .          !
 1986.1!                             +      * !!          .   .   .0         !
 1986.2!                                + *   !!          .   .0  .          !
 1986.3!                         *     +      !!          0   .   .          !
 1986.4!                         +    *       !!          .   .  0.          !
 1987.1!                            + *       !!          .   .0  .          !
 1987.2!                        *   +         !!          . 0 .   .          !
 1987.3!                       *+             !!          .  0.   .          !
 1987.4!                       +              !!          .   0   .          !
 1988.1!                       + *            !!          .   .0  .          !
 1988.2!                         +       *    !!          .   .   .0         !
 1988.3!                              + *     !!          .   . 0 .          !
 1988.4!                              +   *   !!          .   .  0.          !
 1989.1!                               +     *!!          .   .   0          !
 1989.2!                                 + *  !!          .   .0  .          !
 1989.3!                          *    +      !!          .0  .   .          !
 1989.4!                         +      *     !!          .   .   0          !
 1990.1!                             + *      !!          .   .0  .          !
 1990.2!                            +    *    !!          .   .  0.          !
 1990.3!                              +   *   !!          .   .  0.          !
 1990.4!                               +   *  !!          .   . 0 .          !
 1991.1!                             * +      !!          .  0.   .          !
 1991.2!                           +   *      !!          .   . 0 .          !
 1991.3!                            +  *      !!          .   . 0 .          !
 1991.4!                             +        !!          .   0   .          !
 1992.1!                           + *        !!          .   .0  .          !
 1992.2!                           +    *     !!          .   .  0.          !
 1992.3!                             + *      !!          .   .0  .          !
 1992.4!                             +*       !!          .   .0  .          !
 1993.1!                            +*        !!          .   0   .          !
 1993.2!                           +  *       !!          .   . 0 .          !
 1993.3!                            +*        !!          .   0   .          !
 1993.4!                           +*         !!          .   0   .          !
 1994.1!                           +*         !!          .   .0  .          !
 1994.2!                          +   *       !!          .   .  0.          !
 1994.3!                            +         !!          .   0   .          !
 1994.4!                           +          !!          .   0   .          !
 1995.1!                    *     +           !!          0   .   .          !
 1995.2!                     +       *        !!          .   .   .0         !
 1995.3!                     *      +         !!          0   .   .          !
 1995.4!                      + *             !!          .   . 0 .          !
 1996.1!                   *    +             !!          .0  .   .          !
 1996.2!                    +*                !!          .   0   .          !
 1996.3!                    * +               !!          . 0 .   .          !
 1996.4!                     +                !!          .   0   .          !
 1997.1!                      +               !!          .   0   .          !
 1997.2!                      +*              !!          .   .0  .          !
 1997.3!                      *+              !!          .  0.   .          !
 1997.4!                    * +               !!          .  0.   .          !
 1998.1!                     + *              !!          .   .0  .          !
 1998.2!                       +    *         !!          .   .  0.          !
 1998.3!                     *    +           !!          .0  .   .          !
 1998.4!                     *+               !!          .  0.   .          !
 1999.1!                      +  *            !!          .   . 0 .          !
 1999.2!                      *  +            !!          . 0 .   .          !
 1999.3!                   *  +               !!          . 0 .   .          !
 1999.4!                    + *               !!          .   .0  .          !
 2000.1!                      +*              !!          .   0   .          !
 2000.2!                       + *            !!          .   . 0 .          !
 2000.3!                        *+            !!          .   0   .          !
 2000.4!                        +             !!          .   0   .          !
 2001.1!                        +   *         !!          .   .  0.          !
 2001.2!                           +    *     !!          .   .  0.          !
 2001.3!                             + *      !!          .   .0  .          !
 2001.4!                             +*       !!          .   .0  .          !
 2002.1!                            +  *      !!          .   . 0 .          !
 2002.2!                             +   *    !!          .   .  0.          !
 2002.3!                              + *     !!          .   .0  .          !
 2002.4!                              +*      !!          .   .0  .          !
 2003.1!                           * +        !!          .  0.   .          !
 2003.2!                          +    *      !!          .   .  0.          !
 2003.3!                             +        !!          .   0   .          !
 2003.4!                           +*         !!          .   0   .          !
 2004.1!                          +*          !!          .   0   .          !
 2004.2!                          +  *        !!          .   . 0 .          !
 2004.3!                            +*        !!          .   .0  .          !
 2004.4!                           +*         !!          .   0   .          !
 2005.1!                           + *        !!          .   . 0 .          !
 2005.2!                           +  *       !!          .   . 0 .          !
 2005.3!                            + *       !!          .   .0  .          !
 2005.4!                            +*        !!          .   .0  .          !
 2006.1!                           +          !!          .   0   .          !
 2006.2!                          +  *        !!          .   . 0 .          !
 2006.3!                           *+         !!          .   0   .          !
 2006.4!                          +*          !!          .   0   .          !
 2007.1!                          +*          !!          .   .0  .          !
 2007.2!                          + *         !!          .   .0  .          !
 2007.3!                          *+          !!          .   0   .          !
 2007.4!                         + *          !!          .   .0  .          !
 2008.1!                         *+           !!          .  0.   .          !
 2008.2!                    *   +             !!          .0  .   .          !
 2008.3!                     +                !!          .   0   .          !
 2008.4!                   * +                !!          .  0.   .          !
 2009.1!                   * +                !!          .  0.   .          !
 2009.2!                     + *              !!          .   . 0 .          !
 2009.3!                  *    +              !!          .0  .   .          !
 2009.4!                 *  +                 !!          . 0 .   .          !
 2010.1!                   + *                !!          .   .0  .          !
 2010.2!                      + *             !!          .   . 0 .          !
 2010.3!                       *+             !!          .  0.   .          !
 2010.4!                     * +              !!          . 0 .   .          !
 2011.1!                      +*              !!          .   .0  .          !
 2011.2!                       + *            !!          .   .0  .          !
 2011.3!                         +*           !!          .   .0  .          !
 2011.4!                       *  +           !!          .  0.   .          !
 2012.1!                      *+              !!          .  0.   .          !
 2012.2!                       +*             !!          .   .0  .          !
 2012.3!                        +*            !!          .   0   .          !
 2012.4!                       *+             !!          .  0.   .          !


     19.68 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRPE=BRPX$Q/PEPMM;                                                     
 GENR LAABRPE=LOG(AABRPE+.00001);                                             
 GENR LABRPE=LOG(ABRPE+.00001);                                               
 LHS AABRPE=EXP(LAABRPE)-.00001;                                              
  EQ 2202 LAABRPE C LABRPE(-1) PBRPE;                                         
EQUATION 1339  LAABRPE  
   RHS     C  LABRPE(-1)  PBRPE  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1339 PLOT=0;END;                                                     

Equation number = 1339
**********************

Dependent variable = LAABRPE 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -2.590404771

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.573651744       0.202366776  -2.83471     1.000000
14426 LABRPE  ( -1)       0.657160480       0.065843313   9.98067    -2.588162
14424 PBRPE   (  0)      -0.326210442       0.138082688  -2.36243     0.968439

SE of equation            =     0.205135329
Sum of squared residuals  =  5.17590188      -0.841771097E-12
Average absolute error    =     0.151470498
Sum of ABS residuals      =  19.0852827    
R squared                 =   0.48079
Durbin-Watson statistic   =   1.95890
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                    +  *              !!         .    . 0  .         !
 1981.4!                       +  *           !!         .    .  0 .         !
 1982.1!                       * +            !!         .  0 .    .         !
 1982.2!                       +              !!         .    0    .         !
 1982.3!                       +  *           !!         .    .  0 .         !
 1982.4!                        *+            !!         .    0    .         !
 1983.1!       *               +              !0         .    .    .         !
 1983.2!         *  +                         !!         . 0  .    .         !
 1983.3! *           +                        !!   0     .    .    .         !
 1983.4*        +                             !!      0  .    .    .         !
 1984.1!      + *                             !!         .    .0   .         !
 1984.2!             +            *           !!         .    .    .      0  !
 1984.3!             *         +              !!     0   .    .    .         !
 1984.4!               +    *                 !!         .    .   0.         !
 1985.1!                 *  +                 !!         . 0  .    .         !
 1985.2!               *  +                   !!         . 0  .    .         !
 1985.3!             *    +                   !!         .0   .    .         !
 1985.4!                +    *                !!         .    .   0.         !
 1986.1!                      +               !!         .    0    .         !
 1986.2!                      +  *            !!         .    . 0  .         !
 1986.3!                         +     *      !!         .    .    0         !
 1986.4!           *               +          !0         .    .    .         !
 1987.1!               +  *                   !!         .    . 0  .         !
 1987.2!                    +       *         !!         .    .    . 0       !
 1987.3!                          +   *       !!         .    .  0 .         !
 1987.4!                           *+         !!         .   0.    .         !
 1988.1!                    *     +           !!        0.    .    .         !
 1988.2!                     +         *      !!         .    .    .   0     !
 1988.3!                            +         !!         .    .0   .         !
 1988.4!                          +   *       !!         .    .   0.         !
 1989.1!                    *      +          !!        0.    .    .         !
 1989.2!                     +  *             !!         .    . 0  .         !
 1989.3!                        +   *         !!         .    .   0.         !
 1989.4!                  *        +          !!      0  .    .    .         !
 1990.1!                  *  +                !!         .  0 .    .         !
 1990.2!                     +    *           !!         .    .   0.         !
 1990.3!                          +  *        !!         .    .  0 .         !
 1990.4!                        *  +          !!         . 0  .    .         !
 1991.1!                      *  +            !!         . 0  .    .         !
 1991.2!                       +         *    !!         .    .    .   0     !
 1991.3!                             +*       !!         .    0    .         !
 1991.4!                      *    +          !!         0    .    .         !
 1992.1!               *     +                !!         0    .    .         !
 1992.2!                 + *                  !!         .    . 0  .         !
 1992.3!                   *+                 !!         .   0.    .         !
 1992.4!                    +   *             !!         .    .   0.         !
 1993.1!                       +   *          !!         .    .  0 .         !
 1993.2!                         +*           !!         .    .0   .         !
 1993.3!                         +  *         !!         .    .  0 .         !
 1993.4!                         *+           !!         .    0    .         !
 1994.1!                        +             !!         .    0    .         !
 1994.2!                       +   *          !!         .    .   0.         !
 1994.3!                          +           !!         .    .0   .         !
 1994.4!                     *   +            !!         .0   .    .         !
 1995.1!                    * +               !!         .  0 .    .         !
 1995.2!                     +                !!         .    0    .         !
 1995.3!                     +  *             !!         .    .  0 .         !
 1995.4!                      *+              !!         .   0.    .         !
 1996.1!        *             +               !! 0       .    .    .         !
 1996.2!           *+                         !!         .   0.    .         !
 1996.3!              +*                      !!         .    .0   .         !
 1996.4!          *     +                     !!        0.    .    .         !
 1997.1!      *       +                       !!       0 .    .    .         !
 1997.2!          + *                         !!         .    .0   .         !
 1997.3!             +                        !!         .    0    .         !
 1997.4!              +*                      !!         .    .0   .         !
 1998.1!                  +*                  !!         .    . 0  .         !
 1998.2!               *   +                  !!         .0   .    .         !
 1998.3!             *  +                     !!         . 0  .    .         !
 1998.4!          *    +                      !!         0    .    .         !
 1999.1!     *       +                        !!      0  .    .    .         !
 1999.2!          +  *                        !!         .    . 0  .         !
 1999.3!                + *                   !!         .    . 0  .         !
 1999.4!              *    +                  !!         0    .    .         !
 2000.1!              * +                     !!         .  0 .    .         !
 2000.2!               +   *                  !!         .    .   0.         !
 2000.3!              *    +                  !!         .0   .    .         !
 2000.4!               +                      !!         .    0    .         !
 2001.1!            *    +                    !!         .0   .    .         !
 2001.2!             * +                      !!         .   0.    .         !
 2001.3!              * +                     !!         .  0 .    .         !
 2001.4!                + *                   !!         .    .0   .         !
 2002.1!                   + *                !!         .    . 0  .         !
 2002.2!                 *  +                 !!         . 0  .    .         !
 2002.3!                    +     *           !!         .    .    .0        !
 2002.4!                        +     *       !!         .    .    0         !
 2003.1!                        *   +         !!         . 0  .    .         !
 2003.2!                      *+              !!         .   0.    .         !
 2003.3!                     +                !!         .    0    .         !
 2003.4!                     +    *           !!         .    .    0         !
 2004.1!                        *+            !!         .   0.    .         !
 2004.2!                  * +                 !!         .  0 .    .         !
 2004.3!                   +    *             !!         .    .    0         !
 2004.4!                      +  *            !!         .    .  0 .         !
 2005.1!                       +      *       !!         .    .    .0        !
 2005.2!                          +           !!         .    0    .         !
 2005.3!                       +    *         !!         .    .   0.         !
 2005.4!                        +*            !!         .    0    .         !
 2006.1!                     * +              !!         .   0.    .         !
 2006.2!                   +      *           !!         .    .    .0        !
 2006.3!                       +              *!         .    .    .       0 !
 2006.4!                               + *    !!         .    . 0  .         !
 2007.1!                            +         !!         .    0    .         !
 2007.2!                        +  *          !!         .    .  0 .         !
 2007.3!                        +  *          !!         .    .  0 .         !
 2007.4!                       + *            !!         .    .0   .         !
 2008.1!                      + *             !!         .    . 0  .         !
 2008.2!                      + *             !!         .    . 0  .         !
 2008.3!                     + *              !!         .    . 0  .         !
 2008.4!                   +   *              !!         .    .  0 .         !
 2009.1!                     +*               !!         .    .0   .         !
 2009.2!                    *+                !!         .   0.    .         !
 2009.3!                    +*                !!         .    . 0  .         !
 2009.4!                    +       *         !!         .    .    . 0       !
 2010.1!                   *     +            !!         0    .    .         !
 2010.2!                  + *                 !!         .    . 0  .         !
 2010.3!                   + *                !!         .    . 0  .         !
 2010.4!                   +*                 !!         .    .0   .         !
 2011.1!                * +                   !!         .  0 .    .         !
 2011.2!              *+                      !!         .   0.    .         !
 2011.3!             *+                       !!         .   0.    .         !
 2011.4!             + *                      !!         .    .0   .         !
 2012.1!          *   +                       !!         . 0  .    .         !
 2012.2!            +  *                      !!         .    .  0 .         !
 2012.3!               +   *                  !!         .    .   0.         !
 2012.4!              *    +                  !!         .0   .    .         !


     23.02 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCEPE=CEPX$Q/PEPMM;                                                     
 GENR LAACEPE=LOG(AACEPE+.00001);                                             
 GENR LACEPE=LOG(ACEPE+.00001);                                               
 LHS AACEPE=EXP(LAACEPE)-.00001;                                              
  EQ 2203 LAACEPE C LACEPE(-1) PCEPE;                                         
EQUATION 1340  LAACEPE  
   RHS     C  LACEPE(-1)  PCEPE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1340 PLOT=0;END;                                                     

Equation number = 1340
**********************

Dependent variable = LAACEPE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.604067348

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.002773638       0.277691643   0.00999     1.000000
14429 LACEPE  ( -1)       0.936696153       0.025326861  36.98430    -3.615229
14427 PCEPE   (  0)      -0.193609212       0.262206586  -0.73838     1.138738

SE of equation            =     0.310476878
Sum of squared residuals  =  17.8332399       0.290611979E-10
Average absolute error    =     0.207981765
Sum of ABS residuals      =  39.1005719    
R squared                 =   0.89796
Durbin-Watson statistic   =   2.62149
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!  *       +                           !!   0      .   .   .          !
 1966.2!   +                                  !!          .   0   .          !
 1966.3!    +        *                        !!          .   .   .      0   !
 1966.4!  *           +                       !0          .   .   .          !
 1967.1!   +       *                          !!          .   .   .     0    !
 1967.2!          * +                         !!          . 0 .   .          !
 1967.3!           +                          !!          .  0.   .          !
 1967.4!           +*                         !!          .   .0  .          !
 1968.1!         *   +                        !!         0.   .   .          !
 1968.2!       * +                            !!          . 0 .   .          !
 1968.3!       *+                             !!          .  0.   .          !
 1968.4!      * +                             !!          . 0 .   .          !
 1969.1!      +                               !!          .  0.   .          !
 1969.2!      *+                              !!          .  0.   .          !
 1969.3!       +                              !!          .   0   .          !
 1969.4!        +  *                          !!          .   .   0          !
 1970.1!            + *                       !!          .   .  0.          !
 1970.2!               +                      !!          .   .0  .          !
 1970.3!               *+                     !!          .  0.   .          !
 1970.4!              * +                     !!          . 0 .   .          !
 1971.1!             * +                      !!          .0  .   .          !
 1971.2!             *+                       !!          .  0.   .          !
 1971.3!           *  +                       !!          .0  .   .          !
 1971.4!           *+                         !!          .  0.   .          !
 1972.1!          * +                         !!          .0  .   .          !
 1972.2!         * +                          !!          . 0 .   .          !
 1972.3!          +*                          !!          .   . 0 .          !
 1972.4!           *+                         !!          .  0.   .          !
 1973.1!            + *                       !!          .   .  0.          !
 1973.2!              *+                      !!          .  0.   .          !
 1973.3!              *+                      !!          . 0 .   .          !
 1973.4!            * +                       !!          .0  .   .          !
 1974.1!            *+                        !!          .  0.   .          !
 1974.2!           * +                        !!          . 0 .   .          !
 1974.3!            +                         !!          .   0   .          !
 1974.4!           * +                        !!          .0  .   .          !
 1975.1!          * +                         !!          . 0 .   .          !
 1975.2!           +*                         !!          .   .0  .          !
 1975.3!             +                        !!          .   .0  .          !
 1975.4!              +*                      !!          .   .0  .          !
 1976.1!               + *                    !!          .   . 0 .          !
 1976.2!                 +*                   !!          .   .0  .          !
 1976.3!                  *+                  !!          .  0.   .          !
 1976.4!                 *+                   !!          . 0 .   .          !
 1977.1!               * +                    !!          .0  .   .          !
 1977.2!            *  +                      !!          .0  .   .          !
 1977.3!       *     +                        !!      0   .   .   .          !
 1977.4*        +                             !!   0      .   .   .          !
 1978.1!+         *                           !!          .   .   .       0  !
 1978.2!          *+                          !!          . 0 .   .          !
 1978.3!          *+                          !!          .   0   .          !
 1978.4!           *+                         !!          .  0.   .          !
 1979.1!            +                         !!          .   0   .          !
 1979.2!            *+                        !!          .  0.   .          !
 1979.3!         *   +                        !!         0.   .   .          !
 1979.4!          +     *                     !!          .   .   .   0      !
 1980.1!                 + *                  !!          .   .  0.          !
 1980.2!                    +                 !!          .   0   .          !
 1980.3!                    +    *            !!          .   .   . 0        !
 1980.4!                        *+            !!          . 0 .   .          !
 1981.1!               *        +             !!  0       .   .   .          !
 1981.2!                +      *              !!          .   .   .    0     !
 1981.3!                *      +              !!      0   .   .   .          !
 1981.4!                 +*                   !!          .   .0  .          !
 1982.1!                  +*                  !!          .   .0  .          !
 1982.2!                *  +                  !!          0   .   .          !
 1982.3!                *+                    !!          .  0.   .          !
 1982.4!                +                     !!          .   0   .          !
 1983.1!               *+                     !!          .  0.   .          !
 1983.2!                + *                   !!          .   .  0.          !
 1983.3!                   + *                !!          .   .  0.          !
 1983.4!                  *  +                !!          0   .   .          !
 1984.1!              *   +                   !!         0.   .   .          !
 1984.2!               +     *                !!          .   .   .   0      !
 1984.3!                     +*               !!          .   0   .          !
 1984.4!                     *+               !!          .  0.   .          !
 1985.1!                    *+                !!          .  0.   .          !
 1985.2!                    +    *            !!          .   .   .0         !
 1985.3!                     *   +            !!         0.   .   .          !
 1985.4!                     +*               !!          .   . 0 .          !
 1986.1!                   *  +               !!          0   .   .          !
 1986.2!                    + *               !!          .   .   0          !
 1986.3!                       +*             !!          .   .0  .          !
 1986.4!                       *+             !!          .  0.   .          !
 1987.1!                  *    +              !!       0  .   .   .          !
 1987.2!                  +   *               !!          .   .   0          !
 1987.3!                      +     *         !!          .   .   .  0       !
 1987.4!                         *  +         !!          .0  .   .          !
 1988.1!                         *+           !!          .  0.   .          !
 1988.2!                  *      +            !!      0   .   .   .          !
 1988.3!                   +      *           !!          .   .   .    0     !
 1988.4!                 *        +           !!  0       .   .   .          !
 1989.1!                 +    *               !!          .   .   . 0        !
 1989.2!                      +               !!          .   0   .          !
 1989.3!                 *    +               !!        0 .   .   .          !
 1989.4!                  +        *          !!          .   .   .       0  !
 1990.1!                         * +          !!          . 0 .   .          !
 1990.2!                     *   +            !!         0.   .   .          !
 1990.3!                      +    *          !!          .   .   .  0       !
 1990.4!                           +         *!!          .   .   .        0 !
 1991.1!                            *        +!!   0      .   .   .          !
 1991.2!                           *+         !!          .  0.   .          !
 1991.3!                           +  *       !!          .   .   0          !
 1991.4!                             +*       !!          .   .0  .          !
 1992.1!                             *+       !!          . 0 .   .          !
 1992.2!                            + *       !!          .   . 0 .          !
 1992.3!                             *+       !!          .  0.   .          !
 1992.4!                             + *      !!          .   .  0.          !
 1993.1!                              +       !!          .   0   .          !
 1993.2!                              +       !!          .   .0  .          !
 1993.3!                              +*      !!          .   . 0 .          !
 1993.4!                               +      !!          .   0   .          !
 1994.1!                               +*     !!          .   . 0 .          !
 1994.2!                                +     !!          .   0   .          !
 1994.3!                               +*     !!          .   .0  .          !
 1994.4!                               +  *   !!          .   .   0          !
 1995.1!                                 *+   !!          .  0.   .          !
 1995.2!                                 +    !!          .   .0  .          !
 1995.3!                               * +    !!          . 0 .   .          !
 1995.4!                              *+      !!          .  0.   .          !
 1996.1!                            * +       !!          .0  .   .          !
 1996.2!                           + *        !!          .   . 0 .          !
 1996.3!                            + *       !!          .   . 0 .          !
 1996.4!                             *+       !!          .  0.   .          !
 1997.1!                            +         !!          .   0   .          !
 1997.2!                            +         !!          .  0.   .          !
 1997.3!                           +  *       !!          .   .  0.          !
 1997.4!                            *+        !!          .  0.   .          !
 1998.1!                            +         !!          .   0   .          !
 1998.2!                           +*         !!          .   .0  .          !
 1998.3!                           +   *      !!          .   .   .0         !
 1998.4!                            *  +      !!          .0  .   .          !
 1999.1!                            +         !!          .   0   .          !
 1999.2!                            + *       !!          .   .  0.          !
 1999.3!                             + *      !!          .   .  0.          !
 1999.4!                               + *    !!          .   .  0.          !
 2000.1!                             *  +     !!          0   .   .          !
 2000.2!                             +*       !!          .   . 0 .          !
 2000.3!                              +  *    !!          .   .   0          !
 2000.4!                                +  *  !!          .   .  0.          !
 2001.1!                                 *+   !!          .   0   .          !
 2001.2!                                 +    !!          .   0   .          !
 2001.3!                                + *   !!          .   .  0.          !
 2001.4!                                  +*  !!          .   .0  .          !
 2002.1!                                 *+   !!          . 0 .   .          !
 2002.2!                                +*    !!          .   . 0 .          !
 2002.3!                                 +    !!          .   .0  .          !
 2002.4!                                 +    !!          .   .0  .          !
 2003.1!                                 + *  !!          .   .  0.          !
 2003.2!                                  +*  !!          .   .0  .          !
 2003.3!                                   +* !!          .   .0  .          !
 2003.4!                                   + *!!          .   .  0.          !
 2004.1!                                  * + !!          . 0 .   .          !
 2004.2!                                  + * !!          .   .  0.          !
 2004.3!                                    + !!          .   .0  .          !
 2004.4!                                    + !!          .   0   .          !
 2005.1!                                   +  !!          .   0   .          !
 2005.2!                                   + *!!          .   . 0 .          !
 2005.3!                                    +*!!          .   .0  .          !
 2005.4!                                    + *!          .   . 0 .          !
 2006.1!                                    *+!!          . 0 .   .          !
 2006.2!                                   +* !!          .   .0  .          !
 2006.3!                                    +*!!          .   .0  .          !
 2006.4!                                    +*!!          .   0   .          !
 2007.1!                                  * + !!          . 0 .   .          !
 2007.2!                                  +*  !!          .   .0  .          !
 2007.3!                                  +   !!          .  0.   .          !
 2007.4!                                  +*  !!          .   . 0 .          !
 2008.1!                                 * +  !!          . 0 .   .          !
 2008.2!                                 +*   !!          .   .0  .          !
 2008.3!                                 *+   !!          .   0   .          !
 2008.4!                                 + *  !!          .   . 0 .          !
 2009.1!                                  +*  !!          .   0   .          !
 2009.2!                                  +   !!          .   0   .          !
 2009.3!                                  +*  !!          .   .0  .          !
 2009.4!                                  +*  !!          .   .0  .          !
 2010.1!                                *  +  !!          0   .   .          !
 2010.2!                               +*     !!          .   .0  .          !
 2010.3!                                +*    !!          .   . 0 .          !
 2010.4!                                 +    !!          .   0   .          !
 2011.1!                                *+    !!          .  0.   .          !
 2011.2!                                +     !!          .   0   .          !
 2011.3!                                + *   !!          .   .  0.          !
 2011.4!                                * +   !!          . 0 .   .          !
 2012.1!                               *+     !!          .  0.   .          !
 2012.2!                              *+      !!          .  0.   .          !
 2012.3!                              +       !!          .   0   .          !
 2012.4!                              +*      !!          .   . 0 .          !


     18.09 percent of the residuals exceed 1 SE
      7.98 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMEPE=MEPX$Q/PEPMM;                                                     
 GENR LAAMEPE=LOG(AAMEPE+.00001);                                             
 GENR LAMEPE=LOG(AMEPE+.00001);                                               
 LHS AAMEPE=EXP(LAAMEPE)-.00001;                                              
  EQ 2204 LAAMEPE C LAMEPE(-1) PMEPE;                                         
EQUATION 1341  LAAMEPE  
   RHS     C  LAMEPE(-1)  PMEPE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1341 PLOT=0;END;                                                     

Equation number = 1341
**********************

Dependent variable = LAAMEPE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.084489529

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.159173009       0.262775282  -0.60574     1.000000
14432 LAMEPE  ( -1)       0.901711598       0.032138587  28.05698    -4.095659
14430 PMEPE   (  0)      -0.203921609       0.249785780  -0.81639     1.138738

SE of equation            =     0.294017539
Sum of squared residuals  =  15.9925680      -0.244257947E-10
Average absolute error    =     0.192489592
Sum of ABS residuals      =  36.1880433    
R squared                 =   0.83783
Durbin-Watson statistic   =   2.58536
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     *+                               !!          .  0.   .          !
 1966.2!      *+                              !!          .  0.   .          !
 1966.3!      *+                              !!          .  0.   .          !
 1966.4!      *+                              !!          .  0.   .          !
 1967.1!       +                              !!          .   0   .          !
 1967.2!        +                             !!          .   0   .          !
 1967.3!         +*                           !!          .   0   .          !
 1967.4!           +*                         !!          .   . 0 .          !
 1968.1!        *    +                        !!         0.   .   .          !
 1968.2!       * +                            !!          .  0.   .          !
 1968.3!       *+                             !!          .   0   .          !
 1968.4!       *+                             !!          .  0.   .          !
 1969.1!        +*                            !!          .   .0  .          !
 1969.2!          +                           !!          .   0   .          !
 1969.3!          *+                          !!          .  0.   .          !
 1969.4!           +*                         !!          .   . 0 .          !
 1970.1!             +                        !!          .   .0  .          !
 1970.2!              +                       !!          .   0   .          !
 1970.3!              +                       !!          .   0   .          !
 1970.4!               +                      !!          .   0   .          !
 1971.1!                +                     !!          .   0   .          !
 1971.2!                + *                   !!          .   . 0 .          !
 1971.3!                 *+                   !!          .  0.   .          !
 1971.4!                 +*                   !!          .   .0  .          !
 1972.1!                 *+                   !!          .  0.   .          !
 1972.2!               * +                    !!          . 0 .   .          !
 1972.3!                +*                    !!          .   .0  .          !
 1972.4!               * +                    !!          .0  .   .          !
 1973.1!               +*                     !!          .   .0  .          !
 1973.2!              *  +                    !!          .0  .   .          !
 1973.3!             * +                      !!          . 0 .   .          !
 1973.4!          *   +                       !!          0   .   .          !
 1974.1!           +  *                       !!          .   . 0 .          !
 1974.2!               +    *                 !!          .   .   .0         !
 1974.3!        *           +                 !!  0       .   .   .          !
 1974.4!          +       *                   !!          .   .   .   0      !
 1975.1!                *  +                  !!          .0  .   .          !
 1975.2!              * +                     !!          . 0 .   .          !
 1975.3!               +                      !!          .   0   .          !
 1975.4!               +                      !!          .   0   .          !
 1976.1!             *  +                     !!          .0  .   .          !
 1976.2!              +  *                    !!          .   .   0          !
 1976.3!            *     +                   !!         0.   .   .          !
 1976.4!             + *                      !!          .   . 0 .          !
 1977.1!   *            +                     !!  0       .   .   .          !
 1977.2!    +                                 !!          .   0   .          !
 1977.3!     +      *                         !!          .   .   .  0       !
 1977.4!             +                        !!          .   0   .          !
 1978.1!             +    *                   !!          .   .   .0         !
 1978.2!             *     +                  !!        0 .   .   .          !
 1978.3!              + *                     !!          .   . 0 .          !
 1978.4!        *       +                     !!      0   .   .   .          !
 1979.1!      *  +                            !!          .0  .   .          !
 1979.2!        +*                            !!          .   .0  .          !
 1979.3!  *       +                           !!      0   .   .   .          !
 1979.4!    +*                                !!          .   .0  .          !
 1980.1!        +   *                         !!          .   .   0          !
 1980.2!    *        +                        !!      0   .   .   .          !
 1980.3!      +     *                         !!          .   .   . 0        !
 1980.4!              +   *                   !!          .   .   0          !
 1981.1!         *         +                  !!     0    .   .   .          !
 1981.2! *        +                           !!     0    .   .   .          !
 1981.3!    + *                               !!          .   . 0 .          !
 1981.4!       +        *                     !!          .   .   .    0     !
 1982.1!                 +                    !!          .   0   .          !
 1982.2!           *     +                    !!        0 .   .   .          !
 1982.3! *          +                         !!    0     .   .   .          !
 1982.4!   +  *                               !!          .   .  0.          !
 1983.1!    *   +                             !!          .0  .   .          !
 1983.2!  *   +                               !!          .0  .   .          !
 1983.3!    +        *                        !!          .   .   .   0      !
 1983.4!             *+                       !!          .  0.   .          !
 1984.1*              +                       !!0         .   .   .          !
 1984.2! +    *                               !!          .   .   .0         !
 1984.3!        +                             !!          .   0   .          !
 1984.4!         + *                          !!          .   . 0 .          !
 1985.1!  *         +                         !!     0    .   .   .          !
 1985.2!    +      *                          !!          .   .   .  0       !
 1985.3!         *  +                         !!          .0  .   .          !
 1985.4!          + *                         !!          .   . 0 .          !
 1986.1!            *+                        !!          .  0.   .          !
 1986.2!          *  +                        !!          . 0 .   .          !
 1986.3!            +          *              !!          .   .   .      0   !
 1986.4!       *               +              !0          .   .   .          !
 1987.1!         +           *                !!          .   .   .       0  !
 1987.2!                     + *              !!          .   .0  .          !
 1987.3!                     * +              !!          . 0 .   .          !
 1987.4!                    *+                !!          .  0.   .          !
 1988.1!                     + *              !!          .   . 0 .          !
 1988.2!                       +  *           !!          .   .  0.          !
 1988.3!                       *  +           !!          .0  .   .          !
 1988.4!                       +  *           !!          .   .  0.          !
 1989.1!                         + *          !!          .   . 0 .          !
 1989.2!                           + *        !!          .   . 0 .          !
 1989.3!                            +         !!          .   0   .          !
 1989.4!                         *  +         !!          .0  .   .          !
 1990.1!                         +            !!          .   0   .          !
 1990.2!                         +            !!          .   0   .          !
 1990.3!                         +    *       !!          .   .   .0         !
 1990.4!                              +  *    !!          .   .  0.          !
 1991.1!                             *  +     !!          .0  .   .          !
 1991.2!                    *       +         !!      0   .   .   .          !
 1991.3!                     +     *          !!          .   .   . 0        !
 1991.4!                          + *         !!          .   .0  .          !
 1992.1!                       *   +          !!          0   .   .          !
 1992.2!                      *+              !!          .  0.   .          !
 1992.3!                      +*              !!          .   .0  .          !
 1992.4!                   *   +              !!          .0  .   .          !
 1993.1!                    + *               !!          .   .  0.          !
 1993.2!                      +         *     !!          .   .   .    0     !
 1993.3!                         *     +      !!        0 .   .   .          !
 1993.4!                        + *           !!          .   .0  .          !
 1994.1!                         +            !!          .   0   .          !
 1994.2!                         +            !!          .   0   .          !
 1994.3!                         +            !!          .   0   .          !
 1994.4!                         +            !!          .   0   .          !
 1995.1!                         +            !!          .   0   .          !
 1995.2!                         + *          !!          .   . 0 .          !
 1995.3!                           +          !!          .   0   .          !
 1995.4!                          + *         !!          .   . 0 .          !
 1996.1!                          *+          !!          .  0.   .          !
 1996.2!                          +  *        !!          .   .  0.          !
 1996.3!                            +*        !!          .   .0  .          !
 1996.4!                            +  *      !!          .   . 0 .          !
 1997.1!                              +       !!          .   .0  .          !
 1997.2!                             +*       !!          .   0   .          !
 1997.3!                             +        !!          .   0   .          !
 1997.4!                            +*        !!          .   .0  .          !
 1998.1!                         *  +         !!          .0  .   .          !
 1998.2!                         +*           !!          .   . 0 .          !
 1998.3!                          +           !!          .   .0  .          !
 1998.4!                          + *         !!          .   . 0 .          !
 1999.1!                           +          !!          .   0   .          !
 1999.2!                          + *         !!          .   . 0 .          !
 1999.3!                           +*         !!          .   .0  .          !
 1999.4!                           + *        !!          .   .0  .          !
 2000.1!                            +         !!          .   0   .          !
 2000.2!                           +*         !!          .   .0  .          !
 2000.3!                           + *        !!          .   . 0 .          !
 2000.4!                            + *       !!          .   . 0 .          !
 2001.1!                            *+        !!          .  0.   .          !
 2001.2!                           +          !!          .   .0  .          !
 2001.3!                           +          !!          .   .0  .          !
 2001.4!                           +*         !!          .   .0  .          !
 2002.1!                           +  *       !!          .   .  0.          !
 2002.2!                             + *      !!          .   . 0 .          !
 2002.3!                              +*      !!          .   .0  .          !
 2002.4!                              +*      !!          .   .0  .          !
 2003.1!                           *  +       !!          .0  .   .          !
 2003.2!                           +*         !!          .   .0  .          !
 2003.3!                           +*         !!          .   0   .          !
 2003.4!                           +*         !!          .   .0  .          !
 2004.1!                           +*         !!          .   .0  .          !
 2004.2!                            +*        !!          .   . 0 .          !
 2004.3!                             +        !!          .   0   .          !
 2004.4!                            +         !!          .   0   .          !
 2005.1!                            +  *      !!          .   .  0.          !
 2005.2!                               +      !!          .   .0  .          !
 2005.3!                               +      !!          .   .0  .          !
 2005.4!                               +*     !!          .   .0  .          !
 2006.1!                               +  *   !!          .   .  0.          !
 2006.2!                                 + *  !!          .   . 0 .          !
 2006.3!                                 *+   !!          .  0.   .          !
 2006.4!                                +     !!          .   0   .          !
 2007.1!                                +  *  !!          .   .  0.          !
 2007.2!                                  +   !!          .   .0  .          !
 2007.3!                                 *+   !!          .  0.   .          !
 2007.4!                                +*    !!          .   .0  .          !
 2008.1!                                 +    *!          .   .   .0         !
 2008.2!                                     +*!          .   .0  .          !
 2008.3!                                    *+!!          .  0.   .          !
 2008.4!                                   +* !!          .   .0  .          !
 2009.1!                               *   +  !!          0   .   .          !
 2009.2!                              +       !!          .   0   .          !
 2009.3!                             *+       !!          .   0   .          !
 2009.4!                             +  *     !!          .   .  0.          !
 2010.1!                                +     !!          .   0   .          !
 2010.2!                                + *   !!          .   . 0 .          !
 2010.3!                                 +*   !!          .   .0  .          !
 2010.4!                                *+    !!          .  0.   .          !
 2011.1!                               + *    !!          .   . 0 .          !
 2011.2!                                 + *  !!          .   . 0 .          !
 2011.3!                                 *+   !!          .  0.   .          !
 2011.4!                                 +*   !!          .   .0  .          !
 2012.1!                                 + *  !!          .   . 0 .          !
 2012.2!                                  + * !!          .   . 0 .          !
 2012.3!                                  *+  !!          .  0.   .          !
 2012.4!                                 +    !!          .   0   .          !


     18.62 percent of the residuals exceed 1 SE
      9.04 percent of the residuals exceed 2 SE
@@EQ 2205 LAATUPE C LATUPE(-1) PTUPE;SMPL 1995.2 2012.4;OLS;EST 2205 PLOT=0;EN
@@EQ 2206 LAAPDPE C LAPDPE(-1) PPDPE;SMPL 1992.3 2012.4;OLS;EST 2206 PLOT=0;EN
@@EQ 2207 LAARUPE C LARUPE(-1) PRUPE;SMPL 1997.1 2012.4;OLS;EST 2207 PLOT=0;EN
@@EQ 2208 LAAUEPE C LAUEPE(-1) PUEPE;SMPL 1995.4 2012.4;OLS;EST 2208 PLOT=0;EN
@@EQ 2209 LAAEGPE C LAEGPE(-1) PEGPE;SMPL 2003.3 2012.4;OLS;EST 2209 PLOT=0;EN
@EQ  2210 LAAISPE C LAISPE(-1) PISPE;SMPL 1977.4 2012.4;OLS;EST 2210 PLOT=0;EN
@@EQ 2211 LAAKEPE C LAKEPE(-1) PKEPE;SMPL 2006.4 2012.4;OLS;EST 2211 PLOT=0;EN
@@EQ 2212 LAABAPE C LABAPE(-1) PBAPE;SMPL 2004.4 2012.4;OLS;EST 2212 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKPE=HKPX$/PEPMM;                                                      
 GENR LAAHKPE=LOG(AAHKPE+.00001);                                             
 GENR LAHKPE=LOG(AHKPE+.00001);                                               
 LHS AAHKPE=EXP(LAAHKPE)-.00001;                                              
  EQ 2213 LAAHKPE C LAHKPE(-1) PHKPE;                                         
EQUATION 1342  LAAHKPE  
   RHS     C  LAHKPE(-1)  PHKPE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1342 PLOT=0;END;                                                     

Equation number = 1342
**********************

Dependent variable = LAAHKPE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.045445183

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.455314406       0.169764438  -2.68204     1.000000
14435 LAHKPE  ( -1)       0.880506639       0.033597532  26.20748    -6.056648
14433 PHKPE   (  0)      -0.170828236       0.071317634  -2.39532     1.505677

SE of equation            =     0.384034379
Sum of squared residuals  =  27.2842448       0.270716782E-11
Average absolute error    =     0.255165220
Sum of ABS residuals      =  47.9710614    
R squared                 =   0.85948
Durbin-Watson statistic   =   2.66868
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                +                     !!           .  0  .           !
 1966.2!                +                     !!           .  0  .           !
 1966.3!                +                     !!           .  0  .           !
 1966.4!                +                     !!           .  0  .           !
 1967.1!                +                     !!           .  .0 .           !
 1967.2!                +*                    !!           .  0  .           !
 1967.3!                 +                    !!           .  .0 .           !
 1967.4!                 +*                   !!           .  .0 .           !
 1968.1!              *   +                   !!          0.  .  .           !
 1968.2!            * +                       !!           . 0.  .           !
 1968.3!            +                         !!           .  0  .           !
 1968.4!            +*                        !!           .  .0 .           !
 1969.1!             + *                      !!           .  . 0.           !
 1969.2!               +*                     !!           .  0  .           !
 1969.3!               +                      !!           .  0  .           !
 1969.4!               +                      !!           .  .0 .           !
 1970.1!              *+                      !!           . 0.  .           !
 1970.2!              +                       !!           .  0  .           !
 1970.3!              + *                     !!           .  .0 .           !
 1970.4!               +  *                   !!           .  . 0.           !
 1971.1!                 +  *                 !!           .  .  0           !
 1971.2!                    + *               !!           .  .  0           !
 1971.3!                     +                !!           .  0  .           !
 1971.4!                    + *               !!           .  .0 .           !
 1972.1!                    *+                !!           . 0.  .           !
 1972.2!                  *+                  !!           . 0.  .           !
 1972.3!                 +                    !!           .  0  .           !
 1972.4!              * +                     !!           .0 .  .           !
 1973.1!            * +                       !!           .0 .  .           !
 1973.2!         *  +                         !!           .0 .  .           !
 1973.3!          +      *                    !!           .  .  .   0       !
 1973.4!                +                     !!           . 0.  .           !
 1974.1!               +*                     !!           .  .0 .           !
 1974.2!               +                      !!           .  0  .           !
 1974.3!             *+                       !!           . 0.  .           !
 1974.4!         *   +                        !!          0.  .  .           !
 1975.1!           + *                        !!           .  .  0           !
 1975.2!          *    +                      !!         0 .  .  .           !
 1975.3!            +                         !!           .  0  .           !
 1975.4!            *+                        !!           . 0.  .           !
 1976.1!           * +                        !!           .0 .  .           !
 1976.2!             +  *                     !!           .  .  0           !
 1976.3!              *  +                    !!           0  .  .           !
 1976.4!            *  +                      !!           .0 .  .           !
 1977.1!             +                        !!           . 0.  .           !
 1977.2!           *  +                       !!           .0 .  .           !
 1977.3!        *   +                         !!          0.  .  .           !
 1977.4!         + *                          !!           .  .0 .           !
 1978.1!            +                         !!           .  0  .           !
 1978.2!          *  +                        !!          0.  .  .           !
 1978.3!    *      +                          !!       0   .  .  .           !
 1978.4!       +    *                         !!           .  .  . 0         !
 1979.1*             +                        !!0          .  .  .           !
 1979.2!  +           *                       !!           .  .  .       0   !
 1979.3!             * +                      !!           .0 .  .           !
 1979.4!              +                       !!           . 0.  .           !
 1980.1!               +*                     !!           .  .0 .           !
 1980.2!                 +*                   !!           .  0  .           !
 1980.3!                   +  *               !!           .  .  0           !
 1980.4!                    *  +              !!           0  .  .           !
 1981.1!                   *+                 !!           .0 .  .           !
 1981.2!                    + *               !!           .  . 0.           !
 1981.3!                      *+              !!           .  0  .           !
 1981.4!                   *   +              !!           0  .  .           !
 1982.1!                    +  *              !!           .  .  0           !
 1982.2!                       + *            !!           .  .0 .           !
 1982.3!                         +*           !!           .  .0 .           !
 1982.4!                      *   +           !!          0.  .  .           !
 1983.1!                      + *             !!           .  .0 .           !
 1983.2!               *        +             !!     0     .  .  .           !
 1983.3!               * +                    !!           .0 .  .           !
 1983.4!                *+                    !!           .  0  .           !
 1984.1!                  +*                  !!           .  .0 .           !
 1984.2!            *       +                 !!       0   .  .  .           !
 1984.3!              +       *               !!           .  .  .   0       !
 1984.4!                      +               !!           .  0  .           !
 1985.1!               *      +               !!       0   .  .  .           !
 1985.2!                 +    *               !!           .  .  . 0         !
 1985.3!          *           +               !!   0       .  .  .           !
 1985.4!            +      *                  !!           .  .  .  0        !
 1986.1!                   *+                 !!           . 0.  .           !
 1986.2!                  * +                 !!           .0 .  .           !
 1986.3!                   +*                 !!           .  .0 .           !
 1986.4!                     +  *             !!           .  .  0           !
 1987.1!                       * +            !!           .0 .  .           !
 1987.2!                        +*            !!           .  .0 .           !
 1987.3!                  *      +            !!       0   .  .  .           !
 1987.4!                   +*                 !!           .  . 0.           !
 1988.1!                   * +                !!           0  .  .           !
 1988.2!               *    +                 !!         0 .  .  .           !
 1988.3!          *     +                     !!        0  .  .  .           !
 1988.4!             +   *                    !!           .  .  .0          !
 1989.1!                  +         *         !!           .  .  .     0     !
 1989.2!            *               +         !0           .  .  .           !
 1989.3!            * +                       !!           . 0.  .           !
 1989.4!              + *                     !!           .  . 0.           !
 1990.1!           *     +                    !!        0  .  .  .           !
 1990.2!             +    *                   !!           .  .  .0          !
 1990.3!           *       +                  !!       0   .  .  .           !
 1990.4!             +                        !!           .  0  .           !
 1991.1!               +  *                   !!           .  .  0           !
 1991.2!                   +  *               !!           .  . 0.           !
 1991.3!                      +    *          !!           .  .  . 0         !
 1991.4!                        *  +          !!           0  .  .           !
 1992.1!                       *+             !!           . 0.  .           !
 1992.2!                       +   *          !!           .  .  0           !
 1992.3!                           +          !!           .  0  .           !
 1992.4!                           +*         !!           .  .0 .           !
 1993.1!                      *     +         !!         0 .  .  .           !
 1993.2!                       +     *        !!           .  .  . 0         !
 1993.3!                            +  *      !!           .  .  0           !
 1993.4!                               +      !!           .  0  .           !
 1994.1!                             *+       !!           . 0.  .           !
 1994.2!                             + *      !!           .  .  0           !
 1994.3!                               +*     !!           .  .0 .           !
 1994.4!                                +  *  !!           .  .  0           !
 1995.1!                                  +*  !!           .  .0 .           !
 1995.2!                                  +   !!           .  0  .           !
 1995.3!                                 +    !!           .  0  .           !
 1995.4!                                 + *  !!           .  . 0.           !
 1996.1!                                  +   !!           .  0  .           !
 1996.2!                                 +    !!           .  0  .           !
 1996.3!                                + *   !!           .  . 0.           !
 1996.4!                                 +*   !!           .  .0 .           !
 1997.1!                                 +  * !!           .  .  0           !
 1997.2!                                   +* !!           .  .0 .           !
 1997.3!                                  *+  !!           .  0  .           !
 1997.4!                                 + *  !!           .  . 0.           !
 1998.1!                                  +   !!           .  0  .           !
 1998.2!                                 +    !!           .  0  .           !
 1998.3!                                +*    !!           .  .0 .           !
 1998.4!                               *+     !!           .0 .  .           !
 1999.1!                              + *     !!           .  . 0.           !
 1999.2!                               +      !!           . 0.  .           !
 1999.3!                              +*      !!           .  .0 .           !
 1999.4!                               +*     !!           .  .0 .           !
 2000.1!                                +*    !!           .  .0 .           !
 2000.2!                              * +     !!           .0 .  .           !
 2000.3!                             + *      !!           .  . 0.           !
 2000.4!                              +  *    !!           .  .  0           !
 2001.1!                                +   * !!           .  .  0           !
 2001.2!                                  *+  !!           .  0  .           !
 2001.3!                                *+    !!           . 0.  .           !
 2001.4!                                +  *  !!           .  .  0           !
 2002.1!                                  +*  !!           .  .0 .           !
 2002.2!                                  +   !!           .  0  .           !
 2002.3!                                 *+   !!           . 0.  .           !
 2002.4!                                +  *  !!           .  . 0.           !
 2003.1!                                  +   !!           .  0  .           !
 2003.2!                                 +  * !!           .  . 0.           !
 2003.3!                                 * +  !!           . 0.  .           !
 2003.4!                                 +*   !!           .  .0 .           !
 2004.1!                                 +    !!           .  0  .           !
 2004.2!                                +  *  !!           .  .  0           !
 2004.3!                                 *+   !!           . 0.  .           !
 2004.4!                                 +*   !!           .  .0 .           !
 2005.1!                                 +*   !!           .  .0 .           !
 2005.2!                                 *+   !!           . 0.  .           !
 2005.3!                                 +    !!           .  .0 .           !
 2005.4!                                 +    !!           .  0  .           !
 2006.1!                                 +*   !!           .  .0 .           !
 2006.2!                                 + *  !!           .  .0 .           !
 2006.3!                                * +   !!           .0 .  .           !
 2006.4!                                +*    !!           .  .0 .           !
 2007.1!                                 +*   !!           .  . 0.           !
 2007.2!                                  +   !!           .  0  .           !
 2007.3!                                  +   !!           .  0  .           !
 2007.4!                                 + *  !!           .  . 0.           !
 2008.1!                                *  +  !!           0  .  .           !
 2008.2!                               *+     !!           . 0.  .           !
 2008.3!                              *+      !!           .0 .  .           !
 2008.4!                              +  *    !!           .  .  0           !
 2009.1!                                 +  * !!           .  .  0           !
 2009.2!                                    + *!           .  . 0.           !
 2009.3!                              *      +!!        0  .  .  .           !
 2009.4!                               +  *   !!           .  .  0           !
 2010.1!                                 *+   !!           .  0  .           !
 2010.2!                               * +    !!           .0 .  .           !
 2010.3!                               +      !!           .  0  .           !
 2010.4!                               +*     !!           .  .0 .           !
 2011.1!                                + *   !!           .  . 0.           !
 2011.2!                                 *+   !!           .  0  .           !
 2011.3!                                 +    !!           .  0  .           !
 2011.4!                                + *   !!           .  . 0.           !
 2012.1!                                  +   !!           .  0  .           !
 2012.2!                                  +*  !!           .  .0 .           !
 2012.3!                                * +   !!           .0 .  .           !
 2012.4!                               +   *  !!           .  .  0           !


     17.55 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
@EQ  2214 LAASIPE C LASIPE(-1) PSIPE;SMPL 1968.3 2012.4;OLS;EST 2214 PLOT=0;EN
@@EQ 2215 LAAVIPE C LAVIPE(-1) PVIPE;SMPL 2013.1 2012.4;OLS;EST 2215 PLOT=0;EN
@@EQ 2216 LAANIPE C LANIPE(-1) PNIPE;SMPL 2009.2 2012.4;OLS;EST 2216 PLOT=0;EN
@@EQ 2217 LAAALPE C LAALPE(-1) PALPE;SMPL 2013.1 2012.4;OLS;EST 2217 PLOT=0;EN
@@EQ 2218 LAAIAPE C LAIAPE(-1) PIAPE;SMPL 1991.1 2012.4;OLS;EST 2218 PLOT=0;EN
@@EQ 2219 LAAINPE C LAINPE(-1) PINPE;SMPL 2000.3 2012.4;OLS;EST 2219 PLOT=0;EN
@@EQ 2220 LAAIQPE C LAIQPE(-1) PIQPE;SMPL 2008.4 2012.4;OLS;EST 2220 PLOT=0;EN
@@EQ 2221 LAAKUPE C LAKUPE(-1) PKUPE;SMPL 2007.4 2012.4;OLS;EST 2221 PLOT=0;EN
@@EQ 2222 LAALIPE C LALIPE(-1) PLIPE;SMPL 2012.4 2012.4;OLS;EST 2222 PLOT=0;EN
@@EQ 2223 LAAUAPE C LAUAPE(-1) PUAPE;SMPL 1996.3 2012.4;OLS;EST 2223 PLOT=0;EN
@EQ  2224 LAAUSTU C LAUSTU(-1) PUSTU;SMPL 1966.1 2012.4;OLS;EST 2224 PLOT=0;EN
@EQ  2225 LAACATU C LACATU(-1) PCATU;SMPL 1966.1 2012.4;OLS;EST 2225 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJATU=JAPX$/TUPMM;                                                      
 GENR LAAJATU=LOG(AAJATU+.00001);                                             
 GENR LAJATU=LOG(AJATU+.00001);                                               
 LHS AAJATU=EXP(LAAJATU)-.00001;                                              
  EQ 2226 LAAJATU C LAJATU(-1) PJATU;                                         
EQUATION 1343  LAAJATU  
   RHS     C  LAJATU(-1)  PJATU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1343 PLOT=0;END;                                                     

Equation number = 1343
**********************

Dependent variable = LAAJATU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.872836937

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.919317967       0.198461006  -4.63223     1.000000
14438 LAJATU  ( -1)       0.761675513       0.047873685  15.91011    -3.872780
14436 PJATU   (  0)      -0.002251941       0.053552659  -0.04205     1.650760

SE of equation            =     0.302565312
Sum of squared residuals  =  16.9359670       0.307842640E-11
Average absolute error    =     0.221115798
Sum of ABS residuals      =  41.5697700    
R squared                 =   0.58035
Durbin-Watson statistic   =   2.33291
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!         *      +                     !!        0 .   .   .          !
 1966.2!      *     +                         !!        0 .   .   .          !
 1966.3!         +   *                        !!          .   .   0          !
 1966.4!              *+                      !!          .  0.   .          !
 1967.1!                +*                    !!          .   . 0 .          !
 1967.2!          *       +                   !!       0  .   .   .          !
 1967.3!      *      +                        !!        0 .   .   .          !
 1967.4!     *    +                           !!          0   .   .          !
 1968.1*        +                             !!      0   .   .   .          !
 1968.2!    +      *                          !!          .   .   . 0        !
 1968.3! *           +                        !!   0      .   .   .          !
 1968.4!     +*                               !!          .   0   .          !
 1969.1!         +    *                       !!          .   .   0          !
 1969.2!                + *                   !!          .   . 0 .          !
 1969.3!                * +                   !!          . 0 .   .          !
 1969.4!*                +                    !0          .   .   .          !
 1970.1!  * +                                 !!          . 0 .   .          !
 1970.2!   *  +                               !!          .0  .   .          !
 1970.3!   *   +                              !!          0   .   .          !
 1970.4!       +        *                     !!          .   .   .   0      !
 1971.1!                *+                    !!          .  0.   .          !
 1971.2!            *    +                    !!          0   .   .          !
 1971.3!       *      +                       !!        0 .   .   .          !
 1971.4!           +  *                       !!          .   .  0.          !
 1972.1!      *        +                      !!      0   .   .   .          !
 1972.2!      *  +                            !!          .0  .   .          !
 1972.3!         +       *                    !!          .   .   .  0       !
 1972.4!                  +*                  !!          .   .0  .          !
 1973.1!                  *+                  !!          .  0.   .          !
 1973.2!                *  +                  !!          . 0 .   .          !
 1973.3!                 +      *             !!          .   .   . 0        !
 1973.4!                       +           *  !!          .   .   .     0    !
 1974.1!                     *         +      !!     0    .   .   .          !
 1974.2!                     +      *         !!          .   .   . 0        !
 1974.3!                          +     *     !!          .   .   .0         !
 1974.4!                            *+        !!          .  0.   .          !
 1975.1!                         *+           !!          . 0 .   .          !
 1975.2!                       +              !!          .  0.   .          !
 1975.3!                      +*              !!          .   .0  .          !
 1975.4!                     * +              !!          .  0.   .          !
 1976.1!                     +            *   !!          .   .   .      0   !
 1976.2!                             *+       !!          .  0.   .          !
 1976.3!                           +   *      !!          .   .  0.          !
 1976.4!                            +         *!          .   .   .    0     !
 1977.1!                                 *+   !!          .  0.   .          !
 1977.2!                             *+       !!          .  0.   .          !
 1977.3!                           +*         !!          .   .0  .          !
 1977.4!                          +    *      !!          .   .   0          !
 1978.1!                          * +         !!          . 0 .   .          !
 1978.2!                *        +            !!       0  .   .   .          !
 1978.3!                 +     *              !!          .   .   .0         !
 1978.4!        *             +               !!  0       .   .   .          !
 1979.1!           +                          !!          .   0   .          !
 1979.2!             +      *                 !!          .   .   . 0        !
 1979.3!                   *+                 !!          .  0.   .          !
 1979.4!                   +        *         !!          .   .   .   0      !
 1980.1!                          +  *        !!          .   . 0 .          !
 1980.2!                          *+          !!          .   0   .          !
 1980.3!                         +        *   !!          .   .   .   0      !
 1980.4!                             *+       !!          .  0.   .          !
 1981.1!                    *      +          !!        0 .   .   .          !
 1981.2!                    +      *          !!          .   .   . 0        !
 1981.3!                        *+            !!          .  0.   .          !
 1981.4!                      *+              !!          .  0.   .          !
 1982.1!                      +               !!          .   0   .          !
 1982.2!                     +*               !!          .   0   .          !
 1982.3!                *    +                !!         0.   .   .          !
 1982.4!                 +     *              !!          .   .   .0         !
 1983.1!                 *    +               !!          0   .   .          !
 1983.2!                  +      *            !!          .   .   .  0       !
 1983.3!                *       +             !!       0  .   .   .          !
 1983.4!                 +        *           !!          .   .   .  0       !
 1984.1!                     *  +             !!          .0  .   .          !
 1984.2!                     +  *             !!          .   .  0.          !
 1984.3!                   *   +              !!          .0  .   .          !
 1984.4!                   +     *            !!          .   .   .0         !
 1985.1!                      * +             !!          .  0.   .          !
 1985.2!                      +*              !!          .   .0  .          !
 1985.3!                      + *             !!          .   .0  .          !
 1985.4!                       +       *      !!          .   .   .  0       !
 1986.1!                            +  *      !!          .   . 0 .          !
 1986.2!                           *+         !!          .  0.   .          !
 1986.3!                         +      *     !!          .   .   . 0        !
 1986.4!                            *+        !!          .  0.   .          !
 1987.1!                          +           !!          .   0   .          !
 1987.2!                        *+            !!          .  0.   .          !
 1987.3!                       +              !!          .   0   .          !
 1987.4!                     *+               !!          .  0.   .          !
 1988.1!                   * +                !!          .  0.   .          !
 1988.2!                   +                  !!          .   0   .          !
 1988.3!                  *+                  !!          .  0.   .          !
 1988.4!                  +*                  !!          .   .0  .          !
 1989.1!                 *  +                 !!          .0  .   .          !
 1989.2!                *+                    !!          .  0.   .          !
 1989.3!                 +*                   !!          .   .0  .          !
 1989.4!                 * +                  !!          .  0.   .          !
 1990.1!                  +   *               !!          .   .  0.          !
 1990.2!                      +     *         !!          .   .   .0         !
 1990.3!                          +    *      !!          .   .   .0         !
 1990.4!                            +   *     !!          .   .   0          !
 1991.1!                           * +        !!          . 0 .   .          !
 1991.2!                         +*           !!          .   .0  .          !
 1991.3!                         + *          !!          .   . 0 .          !
 1991.4!                         +            !!          .   0   .          !
 1992.1!                        + *           !!          .   . 0 .          !
 1992.2!                       * +            !!          . 0 .   .          !
 1992.3!                      +               !!          .   0   .          !
 1992.4!                      + *             !!          .   . 0 .          !
 1993.1!                       +  *           !!          .   . 0 .          !
 1993.2!                         +            !!          .   .0  .          !
 1993.3!                        + *           !!          .   . 0 .          !
 1993.4!                         + *          !!          .   . 0 .          !
 1994.1!                    *    +            !!          0   .   .          !
 1994.2!             *      +                 !!        0 .   .   .          !
 1994.3!               +    *                 !!          .   .   .0         !
 1994.4!             *      +                 !!        0 .   .   .          !
 1995.1!               +    *                 !!          .   .   0          !
 1995.2!                *   +                 !!          .0  .   .          !
 1995.3!                *+                    !!          .  0.   .          !
 1995.4!                 +    *               !!          .   .   0          !
 1996.1!                   * +                !!          . 0 .   .          !
 1996.2!                   +*                 !!          .   .0  .          !
 1996.3!                    +                 !!          .   0   .          !
 1996.4!                    +  *              !!          .   .  0.          !
 1997.1!                     *+               !!          .  0.   .          !
 1997.2!                     +       *        !!          .   .   .  0       !
 1997.3!                         * +          !!          .  0.   .          !
 1997.4!                        +   *         !!          .   .  0.          !
 1998.1!                         *+           !!          .  0.   .          !
 1998.2!                        +  *          !!          .   .  0.          !
 1998.3!                         +            !!          .   0   .          !
 1998.4!                        +   *         !!          .   .  0.          !
 1999.1!                     *    +           !!         0.   .   .          !
 1999.2!               *    +                 !!         0.   .   .          !
 1999.3!                +  *                  !!          .   .  0.          !
 1999.4!                  *+                  !!          .  0.   .          !
 2000.1!                 * +                  !!          . 0 .   .          !
 2000.2!                 *+                   !!          .  0.   .          !
 2000.3!                  +*                  !!          .   . 0 .          !
 2000.4!                    +                 !!          .   0   .          !
 2001.1!                   *+                 !!          .  0.   .          !
 2001.2!               *   +                  !!          .0  .   .          !
 2001.3!            *   +                     !!          .0  .   .          !
 2001.4!              +   *                   !!          .   .  0.          !
 2002.1!              *   +                   !!          0   .   .          !
 2002.2!               + *                    !!          .   .0  .          !
 2002.3!                *+                    !!          .  0.   .          !
 2002.4!                 +  *                 !!          .   .  0.          !
 2003.1!                    +                 !!          .   0   .          !
 2003.2!                    +*                !!          .   .0  .          !
 2003.3!                    +                 !!          .   0   .          !
 2003.4!                    +  *              !!          .   . 0 .          !
 2004.1!                    * +               !!          . 0 .   .          !
 2004.2!                    +                 !!          .   0   .          !
 2004.3!                    +*                !!          .   .0  .          !
 2004.4!                     +*               !!          .   .0  .          !
 2005.1!                     *+               !!          .   0   .          !
 2005.2!                    *+                !!          .  0.   .          !
 2005.3!                    +*                !!          .   .0  .          !
 2005.4!                     +  *             !!          .   .  0.          !
 2006.1!                      *+              !!          .  0.   .          !
 2006.2!                     *+               !!          .  0.   .          !
 2006.3!                   * +                !!          .  0.   .          !
 2006.4!                    + *               !!          .   .  0.          !
 2007.1!                    * +               !!          .  0.   .          !
 2007.2!                    +                 !!          .   0   .          !
 2007.3!                    +                 !!          .   0   .          !
 2007.4!                    +    *            !!          .   .   0          !
 2008.1!                       *+             !!          .  0.   .          !
 2008.2!                    * +               !!          . 0 .   .          !
 2008.3!                    +                 !!          .   0   .          !
 2008.4!                    + *               !!          .   . 0 .          !
 2009.1!             *       +                !!       0  .   .   .          !
 2009.2!               +*                     !!          .   .0  .          !
 2009.3!                *+                    !!          .   0   .          !
 2009.4!                 +*                   !!          .   .0  .          !
 2010.1!                 * +                  !!          .  0.   .          !
 2010.2!                 *+                   !!          .   0   .          !
 2010.3!                  +                   !!          .   0   .          !
 2010.4!                   + *                !!          .   . 0 .          !
 2011.1!                 *   +                !!          .0  .   .          !
 2011.2!               *  +                   !!          . 0 .   .          !
 2011.3!                +  *                  !!          .   . 0 .          !
 2011.4!                   + *                !!          .   . 0 .          !
 2012.1!                 *   +                !!          .0  .   .          !
 2012.2!               *  +                   !!          . 0 .   .          !
 2012.3!              * +                     !!          . 0 .   .          !
 2012.4!               +                      !!          .   0   .          !


     28.19 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUTU=AUPX$/TUPMM;                                                      
 GENR LAAAUTU=LOG(AAAUTU+.00001);                                             
 GENR LAAUTU=LOG(AAUTU+.00001);                                               
 LHS AAAUTU=EXP(LAAAUTU)-.00001;                                              
  EQ 2227 LAAAUTU C LAAUTU(-1) PAUTU;                                         
EQUATION 1344  LAAAUTU  
   RHS     C  LAAUTU(-1)  PAUTU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1344 PLOT=0;END;                                                     

Equation number = 1344
**********************

Dependent variable = LAAAUTU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.430509733

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.013325115       0.214406327  -4.72619     1.000000
14441 LAAUTU  ( -1)       0.767224192       0.049211150  15.59045    -4.429643
14439 PAUTU   (  0)      -0.015346674       0.094606071  -0.16222     1.215585

SE of equation            =     0.211729405
Sum of squared residuals  =  8.29342805       0.244702036E-10
Average absolute error    =     0.155470336
Sum of ABS residuals      =  29.2284232    
R squared                 =   0.59223
Durbin-Watson statistic   =   2.38055
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!              *  +                    !!         0.   .   .          !
 1966.2!              + *                     !!          .   .  0.          !
 1966.3!               *+                     !!          . 0 .   .          !
 1966.4!               +    *                 !!          .   .   . 0        !
 1967.1!                   +  *               !!          .   .   0          !
 1967.2!                     + *              !!          .   .  0.          !
 1967.3!               *     +                !!      0   .   .   .          !
 1967.4!                +  *                  !!          .   .   0          !
 1968.1!                  +  *                !!          .   .   .0         !
 1968.2!                    +*                !!          .   .0  .          !
 1968.3!               *    +                 !!      0   .   .   .          !
 1968.4!               +   *                  !!          .   .   . 0        !
 1969.1!                  *+                  !!          .  0.   .          !
 1969.2!             *    +                   !!       0  .   .   .          !
 1969.3!             +     *                  !!          .   .   .   0      !
 1969.4!                 * +                  !!          .0  .   .          !
 1970.1!          *      +                    !!     0    .   .   .          !
 1970.2!            +   *                     !!          .   .   . 0        !
 1970.3!             *  +                     !!          0   .   .          !
 1970.4!              + *                     !!          .   . 0 .          !
 1971.1!                +    *                !!          .   .   .  0       !
 1971.2!                *   +                 !!         0.   .   .          !
 1971.3!                +   *                 !!          .   .   .0         !
 1971.4!                  *+                  !!          .  0.   .          !
 1972.1!         *        +                   !!  0       .   .   .          !
 1972.2!          +  *                        !!          .   .  0.          !
 1972.3!           *  +                       !!          0   .   .          !
 1972.4!            +*                        !!          .   . 0 .          !
 1973.1!        *     +                       !!      0   .   .   .          !
 1973.2!          +     *                     !!          .   .   .   0      !
 1973.3!                + *                   !!          .   .  0.          !
 1973.4!                * +                   !!          . 0 .   .          !
 1974.1!                +     *               !!          .   .   .  0       !
 1974.2!                    + *               !!          .   . 0 .          !
 1974.3!                     +   *            !!          .   .   .  0       !
 1974.4!                       +*             !!          .   0   .          !
 1975.1!                    * +               !!          . 0 .   .          !
 1975.2!                   +                  !!          .  0.   .          !
 1975.3!              *   +                   !!         0.   .   .          !
 1975.4!               +*                     !!          .   .0  .          !
 1976.1!                +      *              !!          .   .   .    0     !
 1976.2!                     +*               !!          .   .0  .          !
 1976.3!                     +                !!          .   0   .          !
 1976.4!                    +*                !!          .   . 0 .          !
 1977.1!                    +                 !!          .   0   .          !
 1977.2!             *      +                 !!     0    .   .   .          !
 1977.3!              +    *                  !!          .   .   .  0       !
 1977.4!                  +   *               !!          .   .   . 0        !
 1978.1!                     +    *           !!          .   .   . 0        !
 1978.2!                        +  *          !!          .   .   .0         !
 1978.3!                        *+            !!          .  0.   .          !
 1978.4!                      +*              !!          .   .0  .          !
 1979.1!                     +    *           !!          .   .   . 0        !
 1979.2!                        +      *      !!          .   .   .     0    !
 1979.3!                            +  *      !!          .   .   .0         !
 1979.4!                            +         *!          .   .   .         0!
 1980.1!                              *  +    !!         0.   .   .          !
 1980.2!                           +     *    !!          .   .   .    0     !
 1980.3!                        *    +        !!       0  .   .   .          !
 1980.4!                      + *             !!          .   . 0 .          !
 1981.1!              *       +               !!   0      .   .   .          !
 1981.2!               +*                     !!          .   . 0 .          !
 1981.3!                +                     !!          .  0.   .          !
 1981.4!                +*                    !!          .   .0  .          !
 1982.1!                 +                    !!          .   .0  .          !
 1982.2!                 +                    !!          .   0   .          !
 1982.3!                 +  *                 !!          .   .   0          !
 1982.4!                   +*                 !!          .   .0  .          !
 1983.1!                 * +                  !!          . 0 .   .          !
 1983.2!                 + *                  !!          .   . 0 .          !
 1983.3!                  +    *              !!          .   .   .  0       !
 1983.4!                *     +               !!      0   .   .   .          !
 1984.1!                +    *                !!          .   .   .  0       !
 1984.2!                  * +                 !!          .0  .   .          !
 1984.3!                 +  *                 !!          .   .  0.          !
 1984.4!                   +*                 !!          .   . 0 .          !
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 1985.3!                  *+                  !!          . 0 .   .          !
 1985.4!               * +                    !!          .0  .   .          !
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 1986.3!           *   +                      !!         0.   .   .          !
 1986.4!            +                         !!          .  0.   .          !
 1987.1!           * +                        !!          .0  .   .          !
 1987.2!            +   *                     !!          .   .   . 0        !
 1987.3!               *+                     !!          . 0 .   .          !
 1987.4!               +   *                  !!          .   .   . 0        !
 1988.1!                * +                   !!          .0  .   .          !
 1988.2!                +*                    !!          .   .0  .          !
 1988.3!                 +*                   !!          .   .0  .          !
 1988.4!                 +                    !!          .   0   .          !
 1989.1!                 +*                   !!          .   . 0 .          !
 1989.2!                * +                   !!          .0  .   .          !
 1989.3!                +                     !!          .   0   .          !
 1989.4!             *  +                     !!          0   .   .          !
 1990.1!             *+                       !!          .   0   .          !
 1990.2!             *+                       !!          . 0 .   .          !
 1990.3!              + *                     !!          .   .  0.          !
 1990.4!              * +                     !!          . 0 .   .          !
 1991.1!               +                      !!          .   0   .          !
 1991.2!              *+                      !!          .  0.   .          !
 1991.3!               +                      !!          .   .0  .          !
 1991.4!                +*                    !!          .   . 0 .          !
 1992.1!                 + *                  !!          .   .  0.          !
 1992.2!                 * +                  !!          . 0 .   .          !
 1992.3!           *     +                    !!      0   .   .   .          !
 1992.4!        *   +                         !!       0  .   .   .          !
 1993.1!          +  *                        !!          .   .   0          !
 1993.2!     *       +                        !!   0      .   .   .          !
 1993.3!        +*                            !!          .   . 0 .          !
 1993.4!           +*                         !!          .   .0  .          !
 1994.1!        *    +                        !!        0 .   .   .          !
 1994.2*          +                           !0          .   .   .          !
 1994.3!   +   *                              !!          .   .   .0         !
 1994.4!        *+                            !!          . 0 .   .          !
 1995.1!        * +                           !!          . 0 .   .          !
 1995.2!         *+                           !!          .  0.   .          !
 1995.3!         *+                           !!          .  0.   .          !
 1995.4!          *+                          !!          .  0.   .          !
 1996.1!           *+                         !!          .  0.   .          !
 1996.2!            +     *                   !!          .   .   .   0      !
 1996.3!               * +                    !!          0   .   .          !
 1996.4!               + *                    !!          .   . 0 .          !
 1997.1!               * +                    !!          . 0 .   .          !
 1997.2!                + *                   !!          .   .   0          !
 1997.3!                * +                   !!          . 0 .   .          !
 1997.4!                +                     !!          .   0   .          !
 1998.1!                +*                    !!          .   .0  .          !
 1998.2!                 +*                   !!          .   . 0 .          !
 1998.3!               *  +                   !!          0   .   .          !
 1998.4!               +*                     !!          .   .0  .          !
 1999.1!                +*                    !!          .   .0  .          !
 1999.2!                +   *                 !!          .   .   .0         !
 1999.3!                 * +                  !!          0   .   .          !
 1999.4!                *+                    !!          .  0.   .          !
 2000.1!              * +                     !!          .0  .   .          !
 2000.2!             *+                       !!          . 0 .   .          !
 2000.3!              + *                     !!          .   .  0.          !
 2000.4!               *+                     !!          .  0.   .          !
 2001.1!              *+                      !!          .  0.   .          !
 2001.2!               +*                     !!          .   .0  .          !
 2001.3!                +*                    !!          .   . 0 .          !
 2001.4!                 +                    !!          .   0   .          !
 2002.1!                 +                    !!          .   0   .          !
 2002.2!                 +*                   !!          .   .0  .          !
 2002.3!                 +                    !!          .   0   .          !
 2002.4!                 + *                  !!          .   .  0.          !
 2003.1!                  +                   !!          .   0   .          !
 2003.2!                  +                   !!          .   0   .          !
 2003.3!                  +                   !!          .   .0  .          !
 2003.4!                  + *                 !!          .   .  0.          !
 2004.1!               *   +                  !!        0 .   .   .          !
 2004.2!               +   *                  !!          .   .   0          !
 2004.3!                  +                   !!          .   0   .          !
 2004.4!                *+                    !!          . 0 .   .          !
 2005.1!               *+                     !!          . 0 .   .          !
 2005.2!               +                      !!          .  0.   .          !
 2005.3!             * +                      !!          . 0 .   .          !
 2005.4!              +                       !!          .   0   .          !
 2006.1!               +                      !!          .   0   .          !
 2006.2!              *+                      !!          . 0 .   .          !
 2006.3!             *+                       !!          . 0 .   .          !
 2006.4!             *+                       !!          .   0   .          !
 2007.1!              +*                      !!          .   .0  .          !
 2007.2!            *  +                      !!          0   .   .          !
 2007.3!             +                        !!          .   0   .          !
 2007.4!              +                       !!          .   0   .          !
 2008.1!             * +                      !!          . 0 .   .          !
 2008.2!           *  +                       !!          0   .   .          !
 2008.3!            +*                        !!          .   0   .          !
 2008.4!              +                       !!          .   0   .          !
 2009.1!              +*                      !!          .   0   .          !
 2009.2!             * +                      !!          .0  .   .          !
 2009.3!             *+                       !!          .   0   .          !
 2009.4!              +*                      !!          .   .0  .          !
 2010.1!             * +                      !!          .0  .   .          !
 2010.2!             *+                       !!          .  0.   .          !
 2010.3!              +*                      !!          .   .0  .          !
 2010.4!               +                      !!          .   0   .          !
 2011.1!              * +                     !!          . 0 .   .          !
 2011.2!              *+                      !!          .   0   .          !
 2011.3!             * +                      !!          .0  .   .          !
 2011.4!              +*                      !!          .   . 0 .          !
 2012.1!              * +                     !!          . 0 .   .          !
 2012.2!              *+                      !!          .  0.   .          !
 2012.3!            *  +                      !!          0   .   .          !
 2012.4!             + *                      !!          .   .  0.          !


     26.60 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRTU=FRPX$/TUPMM;                                                      
 GENR LAAFRTU=LOG(AAFRTU+.00001);                                             
 GENR LAFRTU=LOG(AFRTU+.00001);                                               
 LHS AAFRTU=EXP(LAAFRTU)-.00001;                                              
  EQ 2228 LAAFRTU C LAFRTU(-1) PFRTU;                                         
EQUATION 1345  LAAFRTU  
   RHS     C  LAFRTU(-1)  PFRTU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1345 PLOT=0;END;                                                     

Equation number = 1345
**********************

Dependent variable = LAAFRTU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.042903505

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.527338140       0.121571896  -4.33766     1.000000
14444 LAFRTU  ( -1)       0.719591954       0.052852805  13.61502    -3.046023
14442 PFRTU   (  0)      -0.224247679       0.071125652  -3.15284     1.443366

SE of equation            =     0.205417201
Sum of squared residuals  =  7.80630186      -0.154081192E-10
Average absolute error    =     0.145951784
Sum of ABS residuals      =  27.4389354    
R squared                 =   0.70846
Durbin-Watson statistic   =   2.37319
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!          * +                         !!           .0 .  .           !
 1966.2!            +*                        !!           .  .0 .           !
 1966.3!             +                        !!           .  0  .           !
 1966.4!   *         +                        !!     0     .  .  .           !
 1967.1!      +*                              !!           .  .0 .           !
 1967.2!         *+                           !!           . 0.  .           !
 1967.3!*          +                          !!    0      .  .  .           !
 1967.4!   * +                                !!           .0 .  .           !
 1968.1!      +*                              !!           .  .0 .           !
 1968.2!*         +                           !!      0    .  .  .           !
 1968.3*     +                                !!         0 .  .  .           !
 1968.4!    +                                 !!           .  0  .           !
 1969.1!        +                             !!           .  0  .           !
 1969.2!        *  +                          !!           .0 .  .           !
 1969.3!            +                         !!           .  .0 .           !
 1969.4!               +                      !!           .  .0 .           !
 1970.1!           *     +                    !!         0 .  .  .           !
 1970.2!              +*                      !!           .  .0 .           !
 1970.3!           *    +                     !!         0 .  .  .           !
 1970.4!             +  *                     !!           .  .  0           !
 1971.1!                  +                   !!           .  0  .           !
 1971.2!                   + *                !!           .  . 0.           !
 1971.3!                     +*               !!           .  .0 .           !
 1971.4!                      + *             !!           .  . 0.           !
 1972.1!                *      +              !!        0  .  .  .           !
 1972.2!                +   *                 !!           .  .  0           !
 1972.3!                   +*                 !!           .  .0 .           !
 1972.4!                  *+                  !!           .  0  .           !
 1973.1!                  +                   !!           .  0  .           !
 1973.2!                 +  *                 !!           .  . 0.           !
 1973.3!              *   +                   !!           0  .  .           !
 1973.4!              + *                     !!           .  . 0.           !
 1974.1!                +    *                !!           .  .  .0          !
 1974.2!                     +*               !!           .  .0 .           !
 1974.3!                     +      *         !!           .  .  .  0        !
 1974.4!                  *       +           !!       0   .  .  .           !
 1975.1!                  +     *             !!           .  .  . 0         !
 1975.2!                       + *            !!           .  . 0.           !
 1975.3!                     *  +             !!           .0 .  .           !
 1975.4!                     +  *             !!           .  .  0           !
 1976.1!                       +              !!           . 0.  .           !
 1976.2!               *      +               !!         0 .  .  .           !
 1976.3!                +    *                !!           .  .  .0          !
 1976.4!                   * +                !!           .0 .  .           !
 1977.1!                    +*                !!           .  .0 .           !
 1977.2!                    *+                !!           . 0.  .           !
 1977.3!                  * +                 !!           .0 .  .           !
 1977.4!                  +        *          !!           .  .  .   0       !
 1978.1!                         +   *        !!           .  .  0           !
 1978.2!                       *  +           !!           .0 .  .           !
 1978.3!                  *  +                !!           0  .  .           !
 1978.4!                  +  *                !!           .  . 0.           !
 1979.1!                    + *               !!           .  . 0.           !
 1979.2!                     +      *         !!           .  .  .  0        !
 1979.3!                          +     *     !!           .  .  . 0         !
 1979.4!                             +  *     !!           .  . 0.           !
 1980.1!                            +  *      !!           .  . 0.           !
 1980.2!                            +        *!!           .  .  .   0       !
 1980.3!                                 +    *!           .  .  .0          !
 1980.4!                              *   +   !!           0  .  .           !
 1981.1!                *           +         !!    0      .  .  .           !
 1981.2!              +        *              !!           .  .  .    0      !
 1981.3!                    *+                !!           . 0.  .           !
 1981.4!              *  +                    !!           0  .  .           !
 1982.1!             +  *                     !!           .  . 0.           !
 1982.2!           *   +                      !!           0  .  .           !
 1982.3!      *    +                          !!          0.  .  .           !
 1982.4!     *  +                             !!           .0 .  .           !
 1983.1!     *+                               !!           . 0.  .           !
 1983.2!     *+                               !!           . 0.  .           !
 1983.3!    *   +                             !!           0  .  .           !
 1983.4!      +                               !!           . 0.  .           !
 1984.1!        +  *                          !!           .  .  0           !
 1984.2!      *     +                         !!         0 .  .  .           !
 1984.3! *       +                            !!       0   .  .  .           !
 1984.4!    + *                               !!           .  . 0.           !
 1985.1!         +                            !!           .  0  .           !
 1985.2!           +                 *        !!           .  .  .           0
 1985.3!              *           +           !!    0      .  .  .           !
 1985.4!              + *                     !!           .  .0 .           !
 1986.1!                +     *               !!           .  .  . 0         !
 1986.2!           *        +                 !!      0    .  .  .           !
 1986.3!       *   +                          !!           0  .  .           !
 1986.4!         +    *                       !!           .  .  .0          !
 1987.1!        *     +                       !!         0 .  .  .           !
 1987.2!        *+                            !!           . 0.  .           !
 1987.3!          +  *                        !!           .  .  0           !
 1987.4!             +  *                     !!           .  . 0.           !
 1988.1!           *    +                     !!          0.  .  .           !
 1988.2!            +      *                  !!           .  .  .  0        !
 1988.3!               * +                    !!           .0 .  .           !
 1988.4!             *+                       !!           .0 .  .           !
 1989.1!            *+                        !!           .  0  .           !
 1989.2!             +  *                     !!           .  . 0.           !
 1989.3!                 +    *               !!           .  .  .0          !
 1989.4!                *   +                 !!           0  .  .           !
 1990.1!               +     *                !!           .  .  . 0         !
 1990.2!               *   +                  !!          0.  .  .           !
 1990.3!                +        *            !!           .  .  .    0      !
 1990.4!                  *    +              !!          0.  .  .           !
 1991.1!                * +                   !!           . 0.  .           !
 1991.2!              *  +                    !!           0  .  .           !
 1991.3!               +         *            !!           .  .  .    0      !
 1991.4!                   *   +              !!           0  .  .           !
 1992.1!                  +*                  !!           .  .0 .           !
 1992.2!                 * +                  !!           .0 .  .           !
 1992.3!                 +  *                 !!           .  . 0.           !
 1992.4!                   +                  !!           .  0  .           !
 1993.1!                  +   *               !!           .  .  0           !
 1993.2!                     +*               !!           .  .0 .           !
 1993.3!                      +    *          !!           .  .  .0          !
 1993.4!                      *  +            !!           0  .  .           !
 1994.1!                     +                !!           .  0  .           !
 1994.2!                    +                 !!           .  0  .           !
 1994.3!                   +                  !!           .  0  .           !
 1994.4!                  +*                  !!           .  .0 .           !
 1995.1!                   +                  !!           .  0  .           !
 1995.2!                   +                  !!           .  .0 .           !
 1995.3!                *   +                 !!           0  .  .           !
 1995.4!                 +   *                !!           .  .  0           !
 1996.1!                     +                !!           .  0  .           !
 1996.2!                     +  *             !!           .  .  0           !
 1996.3!                     * +              !!           .0 .  .           !
 1996.4!                     +*               !!           .  .0 .           !
 1997.1!                      +*              !!           .  .0 .           !
 1997.2!                       +*             !!           .  .0 .           !
 1997.3!                       *+             !!           . 0.  .           !
 1997.4!                       +*             !!           .  .0 .           !
 1998.1!                        +             !!           .  0  .           !
 1998.2!                       *+             !!           .  0  .           !
 1998.3!                       +              !!           .  0  .           !
 1998.4!                       +*             !!           .  .0 .           !
 1999.1!                       +      *       !!           .  .  .  0        !
 1999.2!                            +  *      !!           .  .  0           !
 1999.3!                             +   *    !!           .  .  .0          !
 1999.4!                               +      !!           .  0  .           !
 2000.1!                             +*       !!           .  .0 .           !
 2000.2!                             +*       !!           .  .0 .           !
 2000.3!                             +        !!           .  0  .           !
 2000.4!                            +         !!           .  0  .           !
 2001.1!                          *+          !!           . 0.  .           !
 2001.2!                          +           !!           .  0  .           !
 2001.3!                          +           !!           .  0  .           !
 2001.4!                         +            !!           .  0  .           !
 2002.1!                         +  *         !!           .  . 0.           !
 2002.2!                           +*         !!           .  .0 .           !
 2002.3!                           +*         !!           .  .0 .           !
 2002.4!                           +          !!           .  0  .           !
 2003.1!                          +           !!           .  0  .           !
 2003.2!                        * +           !!           .0 .  .           !
 2003.3!                        +*            !!           .  .0 .           !
 2003.4!                        +  *          !!           .  . 0.           !
 2004.1!                          +           !!           .  0  .           !
 2004.2!                          +           !!           .  0  .           !
 2004.3!                         + *          !!           .  .0 .           !
 2004.4!                         *+           !!           . 0.  .           !
 2005.1!                       * +            !!           .0 .  .           !
 2005.2!                       +*             !!           .  .0 .           !
 2005.3!                        +             !!           .  0  .           !
 2005.4!                         +  *         !!           .  .  0           !
 2006.1!                        *  +          !!           0  .  .           !
 2006.2!                        +*            !!           .  .0 .           !
 2006.3!                       * +            !!           .0 .  .           !
 2006.4!                      *+              !!           . 0.  .           !
 2007.1!                       +              !!           .  0  .           !
 2007.2!                    *  +              !!           0  .  .           !
 2007.3!                    * +               !!           . 0.  .           !
 2007.4!                     +                !!           .  0  .           !
 2008.1!                     *+               !!           .  0  .           !
 2008.2!                     *+               !!           . 0.  .           !
 2008.3!                     *+               !!           .  0  .           !
 2008.4!                   *  +               !!           0  .  .           !
 2009.1!                     +   *            !!           .  .  .0          !
 2009.2!                         +            !!           .  0  .           !
 2009.3!                       * +            !!           .0 .  .           !
 2009.4!                       +*             !!           .  0  .           !
 2010.1!                        +*            !!           .  .0 .           !
 2010.2!                     *   +            !!          0.  .  .           !
 2010.3!                      +*              !!           .  .0 .           !
 2010.4!                        +             !!           .  .0 .           !
 2011.1!                        *+            !!           . 0.  .           !
 2011.2!                       *+             !!           .0 .  .           !
 2011.3!                  *     +             !!          0.  .  .           !
 2011.4!                    +                 !!           .  0  .           !
 2012.1!                      +*              !!           .  .0 .           !
 2012.2!                     *  +             !!           .0 .  .           !
 2012.3!                     * +              !!           . 0.  .           !
 2012.4!                       +              !!           .  0  .           !


     24.47 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGETU=GEPX$/TUPMM;                                                      
 GENR LAAGETU=LOG(AAGETU+.00001);                                             
 GENR LAGETU=LOG(AGETU+.00001);                                               
 LHS AAGETU=EXP(LAAGETU)-.00001;                                              
  EQ 2229 LAAGETU C LAGETU(-1) PGETU;                                         
EQUATION 1346  LAAGETU  
   RHS     C  LAGETU(-1)  PGETU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1346 PLOT=0;END;                                                     

Equation number = 1346
**********************

Dependent variable = LAAGETU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -1.749853707

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.434322309       0.087994679  -4.93578     1.000000
14447 LAGETU  ( -1)       0.745335405       0.054433777  13.69252    -1.749639
14445 PGETU   (  0)      -0.009438332       0.051718452  -0.18249     1.214555

SE of equation            =     0.117809601
Sum of squared residuals  =  2.56763387      -0.269850808E-11
Average absolute error    =     0.086038372
Sum of ABS residuals      =  16.1752140    
R squared                 =   0.56172
Durbin-Watson statistic   =   2.30102
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                 +*                   !!          .   .0  .          !
 1966.2!                  +*                  !!          .   .0  .          !
 1966.3!        *          +                  !!      0   .   .   .          !
 1966.4!           +          *               !!          .   .   .   0      !
 1967.1!                     +    *           !!          .   .  0.          !
 1967.2!                        +       *     !!          .   .   . 0        !
 1967.3!                            +*        !!          .   .0  .          !
 1967.4!                           +     *    !!          .   .   .0         !
 1968.1!                             +     *  !!          .   .   0          !
 1968.2!                              +   *   !!          .   .  0.          !
 1968.3!                         *    +       !!          0   .   .          !
 1968.4!                       +  *           !!          .   . 0 .          !
 1969.1!                        + *           !!          .   . 0 .          !
 1969.2!                    *   +             !!          .0  .   .          !
 1969.3!                    + *               !!          .   . 0 .          !
 1969.4!                     +     *          !!          .   .   0          !
 1970.1!                         + *          !!          .   .0  .          !
 1970.2!                    *    +            !!          .0  .   .          !
 1970.3!                    +  *              !!          .   .  0.          !
 1970.4!                      +               !!          .   0   .          !
 1971.1!                     +    *           !!          .   .   0          !
 1971.2!                       *+             !!          .  0.   .          !
 1971.3!                 *    +               !!          0   .   .          !
 1971.4!                 +               *    !!          .   .   .      0   !
 1972.1!                   *         +        !!       0  .   .   .          !
 1972.2!                   +          *       !!          .   .   .   0      !
 1972.3!                       *   +          !!          .0  .   .          !
 1972.4!             *        +               !!        0 .   .   .          !
 1973.1!              +*                      !!          .   .0  .          !
 1973.2!                +       *             !!          .   .   . 0        !
 1973.3!                   *  +               !!          . 0 .   .          !
 1973.4!               *   +                  !!          .0  .   .          !
 1974.1!                +          *          !!          .   .   .   0      !
 1974.2!                         +            !!          .   .0  .          !
 1974.3!                    *   +             !!          . 0 .   .          !
 1974.4!                    +    *            !!          .   .   0          !
 1975.1!                        +         *   !!          .   .   .   0      !
 1975.2!                              +  *    !!          .   . 0 .          !
 1975.3!                             +        *!          .   .   . 0        !
 1975.4!                                 +  * !!          .   . 0 .          !
 1976.1!                                +*    !!          .   .0  .          !
 1976.2!                             +        !!          .   0   .          !
 1976.3!                          +      *    !!          .   .   .0         !
 1976.4!                             +  *     !!          .   . 0 .          !
 1977.1!                          *  +        !!          . 0 .   .          !
 1977.2!                        +     *       !!          .   .   0          !
 1977.3!                           +       *  !!          .   .   . 0        !
 1977.4!                               + *    !!          .   . 0 .          !
 1978.1!                            *+        !!          .  0.   .          !
 1978.2!                         +            !!          .   0   .          !
 1978.3!                       +       *      !!          .   .   .0         !
 1978.4!                          *+          !!          .  0.   .          !
 1979.1!                        +             !!          .   0   .          !
 1979.2!                       +              !!          .   0   .          !
 1979.3!                 *    +               !!          0   .   .          !
 1979.4!                 +                    !!          .   0   .          !
 1980.1!                  +              *    !!          .   .   .      0   !
 1980.2!                             +   *    !!          .   . 0 .          !
 1980.3!                           * +        !!          .  0.   .          !
 1980.4!                         +*           !!          .   .0  .          !
 1981.1!   *                    +             !0          .   .   .          !
 1981.2!       +     *                        !!          .   .   0          !
 1981.3*              +                       !!   0      .   .   .          !
 1981.4!    +  *                              !!          .   . 0 .          !
 1982.1!          +*                          !!          .   .0  .          !
 1982.2!           * +                        !!          .  0.   .          !
 1982.3!             +                        !!          .   0   .          !
 1982.4!          *   +                       !!          .0  .   .          !
 1983.1!            +     *                   !!          .   .   .0         !
 1983.2!                  +*                  !!          .   .0  .          !
 1983.3!              *    +                  !!          .0  .   .          !
 1983.4!              *+                      !!          .  0.   .          !
 1984.1!               +                      !!          .   0   .          !
 1984.2!                + *                   !!          .   .0  .          !
 1984.3!         *        +                   !!       0  .   .   .          !
 1984.4!        *  +                          !!          . 0 .   .          !
 1985.1!          +      *                    !!          .   .   .0         !
 1985.2!              *  +                    !!          . 0 .   .          !
 1985.3!             * +                      !!          .  0.   .          !
 1985.4!            *  +                      !!          . 0 .   .          !
 1986.1!              + *                     !!          .   . 0 .          !
 1986.2!            *   +                     !!          .0  .   .          !
 1986.3!            *+                        !!          .  0.   .          !
 1986.4!           * +                        !!          .  0.   .          !
 1987.1!           * +                        !!          .  0.   .          !
 1987.2!             +*                       !!          .   .0  .          !
 1987.3!               +  *                   !!          .   . 0 .          !
 1987.4!              *   +                   !!          .0  .   .          !
 1988.1!             * +                      !!          .  0.   .          !
 1988.2!            * +                       !!          . 0 .   .          !
 1988.3!           * +                        !!          .  0.   .          !
 1988.4!           * +                        !!          .  0.   .          !
 1989.1!             +   *                    !!          .   .  0.          !
 1989.2!                 +  *                 !!          .   .  0.          !
 1989.3!          *         +                 !!       0  .   .   .          !
 1989.4!         *  +                         !!          . 0 .   .          !
 1990.1!           +    *                     !!          .   .   0          !
 1990.2!                 +   *                !!          .   .  0.          !
 1990.3!                    +                 !!          .   0   .          !
 1990.4!                   +  *               !!          .   . 0 .          !
 1991.1!                     +         *      !!          .   .   .  0       !
 1991.2!                       *   +          !!          .0  .   .          !
 1991.3!                 *    +               !!          .0  .   .          !
 1991.4!                 +   *                !!          .   .  0.          !
 1992.1!                   *+                 !!          .  0.   .          !
 1992.2!              *    +                  !!          .0  .   .          !
 1992.3!           *   +                      !!          .0  .   .          !
 1992.4!            *+                        !!          .  0.   .          !
 1993.1!             + *                      !!          .   .0  .          !
 1993.2!               +*                     !!          .   0   .          !
 1993.3!              * +                     !!          . 0 .   .          !
 1993.4!              *+                      !!          .  0.   .          !
 1994.1!             * +                      !!          .  0.   .          !
 1994.2!              + *                     !!          .   .0  .          !
 1994.3!     *          +                     !!      0   .   .   .          !
 1994.4!       *+                             !!          .  0.   .          !
 1995.1!        *+                            !!          .  0.   .          !
 1995.2!          +           *               !!          .   .   .   0      !
 1995.3!            *        +                !!        0 .   .   .          !
 1995.4!              +  *                    !!          .   .  0.          !
 1996.1!                 +*                   !!          .   0   .          !
 1996.2!                  + *                 !!          .   . 0 .          !
 1996.3!                  *+                  !!          .  0.   .          !
 1996.4!               *  +                   !!          . 0 .   .          !
 1997.1!                +*                    !!          .   .0  .          !
 1997.2!                 + *                  !!          .   .0  .          !
 1997.3!                   +*                 !!          .   .0  .          !
 1997.4!                *   +                 !!          .0  .   .          !
 1998.1!                +  *                  !!          .   . 0 .          !
 1998.2!                  +*                  !!          .   0   .          !
 1998.3!                 * +                  !!          .  0.   .          !
 1998.4!             *   +                    !!          .0  .   .          !
 1999.1!              +      *                !!          .   .   .0         !
 1999.2!           *        +                 !!        0 .   .   .          !
 1999.3!             +*                       !!          .   .0  .          !
 1999.4!             * +                      !!          .  0.   .          !
 2000.1!               + *                    !!          .   .0  .          !
 2000.2!                 +*                   !!          .   0   .          !
 2000.3!                * +                   !!          .  0.   .          !
 2000.4!                *+                    !!          .   0   .          !
 2001.1!              *  +                    !!          . 0 .   .          !
 2001.2!               +*                     !!          .   .0  .          !
 2001.3!              *  +                    !!          . 0 .   .          !
 2001.4!            *  +                      !!          . 0 .   .          !
 2002.1!             +  *                     !!          .   . 0 .          !
 2002.2!                 +*                   !!          .   .0  .          !
 2002.3!               *  +                   !!          . 0 .   .          !
 2002.4!               *+                     !!          .  0.   .          !
 2003.1!               *+                     !!          .  0.   .          !
 2003.2!                + *                   !!          .   .0  .          !
 2003.3!                * +                   !!          .  0.   .          !
 2003.4!              *  +                    !!          . 0 .   .          !
 2004.1!               +   *                  !!          .   .  0.          !
 2004.2!                   +*                 !!          .   .0  .          !
 2004.3!              *     +                 !!          0   .   .          !
 2004.4!               +                      !!          .   0   .          !
 2005.1!                + *                   !!          .   . 0 .          !
 2005.2!                  +                   !!          .   0   .          !
 2005.3!              *   +                   !!          .0  .   .          !
 2005.4!               +                      !!          .   0   .          !
 2006.1!                + *                   !!          .   . 0 .          !
 2006.2!           *      +                   !!         0.   .   .          !
 2006.3!           * +                        !!          .  0.   .          !
 2006.4!             + *                      !!          .   . 0 .          !
 2007.1!              * +                     !!          . 0 .   .          !
 2007.2!           *   +                      !!          .0  .   .          !
 2007.3!         *   +                        !!          .0  .   .          !
 2007.4!           + *                        !!          .   .0  .          !
 2008.1!            * +                       !!          . 0 .   .          !
 2008.2!         *    +                       !!          0   .   .          !
 2008.3!  *        +                          !!       0  .   .   .          !
 2008.4!      + *                             !!          .   .0  .          !
 2009.1!          +  *                        !!          .   . 0 .          !
 2009.2!           *  +                       !!          .0  .   .          !
 2009.3!         *   +                        !!          .0  .   .          !
 2009.4!          *+                          !!          .  0.   .          !
 2010.1!            +                         !!          .   0   .          !
 2010.2!            *+                        !!          .  0.   .          !
 2010.3!          *  +                        !!          .0  .   .          !
 2010.4!            +*                        !!          .   .0  .          !
 2011.1!              +  *                    !!          .   . 0 .          !
 2011.2!               * +                    !!          .  0.   .          !
 2011.3!          *     +                     !!          0   .   .          !
 2011.4!           *+                         !!          .  0.   .          !
 2012.1!             + *                      !!          .   . 0 .          !
 2012.2!             *  +                     !!          . 0 .   .          !
 2012.3!            * +                       !!          .  0.   .          !
 2012.4!              +                       !!          .   0   .          !


     21.81 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITTU=ITPX$/TUPMM;                                                      
 GENR LAAITTU=LOG(AAITTU+.00001);                                             
 GENR LAITTU=LOG(AITTU+.00001);                                               
 LHS AAITTU=EXP(LAAITTU)-.00001;                                              
  EQ 2230 LAAITTU C LAITTU(-1) PITTU;                                         
EQUATION 1347  LAAITTU  
   RHS     C  LAITTU(-1)  PITTU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1347 PLOT=0;END;                                                     

Equation number = 1347
**********************

Dependent variable = LAAITTU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.315096426

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.335271765       0.089449927  -3.74815     1.000000
14450 LAITTU  ( -1)       0.642780510       0.059694261  10.76788    -2.314583
14448 PITTU   (  0)      -0.465068289       0.108486708  -4.28687     1.058029

SE of equation            =     0.152221528
Sum of squared residuals  =  4.28670779       0.964517355E-11
Average absolute error    =     0.113713850
Sum of ABS residuals      =  21.3782038    
R squared                 =   0.73078
Durbin-Watson statistic   =   2.45873
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!             *  +                     !!          .0  .   .          !
 1966.2!              * +                     !!          . 0 .   .          !
 1966.3!               +                      !!          .   0   .          !
 1966.4!           *    +                     !!          0   .   .          !
 1967.1!             +    *                   !!          .   .   0          !
 1967.2!                    +                 !!          .   0   .          !
 1967.3!              *      +                !!        0 .   .   .          !
 1967.4!                 +  *                 !!          .   . 0 .          !
 1968.1!                    +    *            !!          .   .   0          !
 1968.2!                     *  +             !!          . 0 .   .          !
 1968.3!                *     +               !!         0.   .   .          !
 1968.4!                   + *                !!          .   . 0 .          !
 1969.1!                      +  *            !!          .   . 0 .          !
 1969.2!                        *+            !!          .   0   .          !
 1969.3!                       * +            !!          .  0.   .          !
 1969.4!                *      +              !!        0 .   .   .          !
 1970.1!                   +*                 !!          .   .0  .          !
 1970.2!                     +    *           !!          .   .   0          !
 1970.3!                         +      *     !!          .   .   . 0        !
 1970.4!                            *+        !!          . 0 .   .          !
 1971.1!                       *  +           !!          .0  .   .          !
 1971.2!                       +*             !!          .   0   .          !
 1971.3!                        +             !!          .  0.   .          !
 1971.4!                        +         *   !!          .   .   .   0      !
 1972.1!                      *       +       !!       0  .   .   .          !
 1972.2!                  *  +                !!          . 0 .   .          !
 1972.3!                  +                   !!          .  0.   .          !
 1972.4!                  +    *              !!          .   .   0          !
 1973.1!       *              +               !!  0       .   .   .          !
 1973.2!           +    *                     !!          .   .  0.          !
 1973.3!               *+                     !!          .  0.   .          !
 1973.4!                +     *               !!          .   .   0          !
 1974.1!                     +                !!          .   0   .          !
 1974.2!                     +                !!          .  0.   .          !
 1974.3!                     +         *      !!          .   .   .    0     !
 1974.4!                            +   *     !!          .   .   0          !
 1975.1!                            +         !!          .   0   .          !
 1975.2!                           +     *    !!          .   .   0          !
 1975.3!                              +       !!          .   0   .          !
 1975.4!                          * +         !!          .  0.   .          !
 1976.1!                           +  *       !!          .   .  0.          !
 1976.2!                            +     *   !!          .   .   .0         !
 1976.3!                          *   +       !!          0   .   .          !
 1976.4!                          +     *     !!          .   .   .0         !
 1977.1!                              +*      !!          .   .0  .          !
 1977.2!                            +         !!          .   0   .          !
 1977.3!                  *       +           !!       0  .   .   .          !
 1977.4!                    +             *   !!          .   .   .      0   !
 1978.1!                           *  +       !!          . 0 .   .          !
 1978.2!                          +       *   !!          .   .   .  0       !
 1978.3!                      *      +        !!        0 .   .   .          !
 1978.4!                       +             *!!          .   .   .       0  !
 1979.1!                               +  *   !!          .   . 0 .          !
 1979.2!                              +*      !!          .   .0  .          !
 1979.3!                             +        *!          .   .   .   0      !
 1979.4!                                 +    !!          .   0   .          !
 1980.1!                            *+        !!          .  0.   .          !
 1980.2!                        *  +          !!          . 0 .   .          !
 1980.3!                 *       +            !!       0  .   .   .          !
 1980.4!                    +      *          !!          .   .   .0         !
 1981.1!       *                  +           !0          .   .   .          !
 1981.2!      +       *                       !!          .   .   .  0       !
 1981.3!         *    +                       !!          .0  .   .          !
 1981.4!        +*                            !!          .   .0  .          !
 1982.1!       +         *                    !!          .   .   .   0      !
 1982.2!         *    +                       !!          0   .   .          !
 1982.3!      *+                              !!          .  0.   .          !
 1982.4!   *  +                               !!          . 0 .   .          !
 1983.1!  +     *                             !!          .   .   0          !
 1983.2!      +     *                         !!          .   .   0          !
 1983.3!           +       *                  !!          .   .   . 0        !
 1983.4!             *+                       !!          .  0.   .          !
 1984.1!           +     *                    !!          .   .   .0         !
 1984.2!               +                      !!          .   0   .          !
 1984.3!             * +                      !!          . 0 .   .          !
 1984.4!           +*                         !!          .   .0  .          !
 1985.1!            +  *                      !!          .   .  0.          !
 1985.2!            * +                       !!          . 0 .   .          !
 1985.3!         *   +                        !!          .0  .   .          !
 1985.4!           +*                         !!          .   .0  .          !
 1986.1!         *  +                         !!          .0  .   .          !
 1986.2!           +    *                     !!          .   .   0          !
 1986.3!         *   +                        !!          .0  .   .          !
 1986.4!        + *                           !!          .   . 0 .          !
 1987.1!      *  +                            !!          . 0 .   .          !
 1987.2!      +    *                          !!          .   .   0          !
 1987.3!       *  +                           !!          .0  .   .          !
 1987.4!        +   *                         !!          .   .   0          !
 1988.1!   *       +                          !!       0  .   .   .          !
 1988.2!     +  *                             !!          .   . 0 .          !
 1988.3!     *  +                             !!          . 0 .   .          !
 1988.4!   *  +                               !!          . 0 .   .          !
 1989.1!    +  *                              !!          .   .  0.          !
 1989.2!         +  *                         !!          .   .  0.          !
 1989.3!       *    +                         !!          0   .   .          !
 1989.4!        *+                            !!          .  0.   .          !
 1990.1!      +    *                          !!          .   .   0          !
 1990.2!          +   *                       !!          .   .  0.          !
 1990.3!            *+                        !!          .  0.   .          !
 1990.4!             +*                       !!          .   .0  .          !
 1991.1!            *+                        !!          .  0.   .          !
 1991.2!             +  *                     !!          .   .  0.          !
 1991.3!             * +                      !!          .  0.   .          !
 1991.4!             +  *                     !!          .   . 0 .          !
 1992.1!             +    *                   !!          .   .   0          !
 1992.2!           *    +                     !!          0   .   .          !
 1992.3!           +*                         !!          .   .0  .          !
 1992.4!            +*                        !!          .   .0  .          !
 1993.1!              +   *                   !!          .   .   0          !
 1993.2!                  +                   !!          .   .0  .          !
 1993.3!                  + *                 !!          .   .0  .          !
 1993.4!                    +                 !!          .  0.   .          !
 1994.1!                   +*                 !!          .   .0  .          !
 1994.2!               *  +                   !!          .0  .   .          !
 1994.3!        *     +                       !!         0.   .   .          !
 1994.4!          +   *                       !!          .   .  0.          !
 1995.1!              +     *                 !!          .   .   .0         !
 1995.2!                   +    *             !!          .   .   0          !
 1995.3!                    * +               !!          . 0 .   .          !
 1995.4!                   +*                 !!          .   .0  .          !
 1996.1!                   +  *               !!          .   . 0 .          !
 1996.2!                   +    *             !!          .   .  0.          !
 1996.3!                    *+                !!          .   0   .          !
 1996.4!                   + *                !!          .   . 0 .          !
 1997.1!                   +                  !!          .   0   .          !
 1997.2!                  +*                  !!          .   .0  .          !
 1997.3!                   +                  !!          .   0   .          !
 1997.4!                   +*                 !!          .   .0  .          !
 1998.1!                 * +                  !!          . 0 .   .          !
 1998.2!                + *                   !!          .   .0  .          !
 1998.3!                *+                    !!          .  0.   .          !
 1998.4!               *+                     !!          .  0.   .          !
 1999.1!          *    +                      !!          0   .   .          !
 1999.2!          *+                          !!          .  0.   .          !
 1999.3!           *+                         !!          .  0.   .          !
 1999.4!             +  *                     !!          .   . 0 .          !
 2000.1!                +                     !!          .   0   .          !
 2000.2!               * +                    !!          .  0.   .          !
 2000.3!                *+                    !!          .  0.   .          !
 2000.4!                  +*                  !!          .   .0  .          !
 2001.1!                  +   *               !!          .   .  0.          !
 2001.2!                    +                 !!          .   0   .          !
 2001.3!                *  +                  !!          . 0 .   .          !
 2001.4!                *+                    !!          .   0   .          !
 2002.1!               *+                     !!          .  0.   .          !
 2002.2!               +*                     !!          .   .0  .          !
 2002.3!              * +                     !!          . 0 .   .          !
 2002.4!               +*                     !!          .   .0  .          !
 2003.1!                +                     !!          .   0   .          !
 2003.2!             * +                      !!          . 0 .   .          !
 2003.3!           * +                        !!          . 0 .   .          !
 2003.4!            +   *                     !!          .   .  0.          !
 2004.1!           *   +                      !!          .0  .   .          !
 2004.2!            +*                        !!          .   .0  .          !
 2004.3!           * +                        !!          . 0 .   .          !
 2004.4!           *+                         !!          .  0.   .          !
 2005.1!         *  +                         !!          . 0 .   .          !
 2005.2!          +*                          !!          .   0   .          !
 2005.3!         *  +                         !!          .0  .   .          !
 2005.4!           +                          !!          .   0   .          !
 2006.1!         *  +                         !!          .0  .   .          !
 2006.2!       *  +                           !!          .0  .   .          !
 2006.3!    *    +                            !!          0   .   .          !
 2006.4!       + *                            !!          .   . 0 .          !
 2007.1!       *  +                           !!          .0  .   .          !
 2007.2!     *  +                             !!          . 0 .   .          !
 2007.3!   *   +                              !!          0   .   .          !
 2007.4!    *+                                !!          .  0.   .          !
 2008.1!     *+                               !!          .  0.   .          !
 2008.2!  *    +                              !!          0   .   .          !
 2008.3*    +                                 !!          0   .   .          !
 2008.4!  *+                                  !!          .  0.   .          !
 2009.1!  *  +                                !!          . 0 .   .          !
 2009.2!  * +                                 !!          . 0 .   .          !
 2009.3!  * +                                 !!          . 0 .   .          !
 2009.4!    + *                               !!          .   . 0 .          !
 2010.1!     * +                              !!          . 0 .   .          !
 2010.2!    *  +                              !!          .0  .   .          !
 2010.3! *    +                               !!          0   .   .          !
 2010.4!    +                                 !!          .   .0  .          !
 2011.1!     * +                              !!          .  0.   .          !
 2011.2!       *  +                           !!          . 0 .   .          !
 2011.3!    *     +                           !!         0.   .   .          !
 2011.4!         + *                          !!          .   . 0 .          !
 2012.1!         *   +                        !!          .0  .   .          !
 2012.2!         *  +                         !!          . 0 .   .          !
 2012.3!          * +                         !!          . 0 .   .          !
 2012.4!            *+                        !!          .  0.   .          !


     26.06 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNETU=NEPX$/TUPMM;                                                      
 GENR LAANETU=LOG(AANETU+.00001);                                             
 GENR LANETU=LOG(ANETU+.00001);                                               
 LHS AANETU=EXP(LAANETU)-.00001;                                              
  EQ 2231 LAANETU C LANETU(-1) PNETU;                                         
EQUATION 1348  LAANETU  
   RHS     C  LANETU(-1)  PNETU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1348 PLOT=0;END;                                                     

Equation number = 1348
**********************

Dependent variable = LAANETU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.621493656

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.888714548       0.155944554  -5.69891     1.000000
14453 LANETU  ( -1)       0.632620944       0.054657344  11.57431    -3.627023
14451 PNETU   (  0)      -0.315735663       0.070825328  -4.45795     1.388024

SE of equation            =     0.211598965
Sum of squared residuals  =  8.28321256       0.348441276E-10
Average absolute error    =     0.163122870
Sum of ABS residuals      =  30.6670996    
R squared                 =   0.66720
Durbin-Watson statistic   =   2.49115
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!  *      +                            !!         0.   .   .          !
 1966.2!    *    +                            !!          .0  .   .          !
 1966.3!  *      +                            !!         0.   .   .          !
 1966.4*        +                             !!        0 .   .   .          !
 1967.1!      +*                              !!          .   .0  .          !
 1967.2!             +                        !!          .   0   .          !
 1967.3!        *        +                    !!        0 .   .   .          !
 1967.4!           *  +                       !!          . 0 .   .          !
 1968.1!         *    +                       !!          0   .   .          !
 1968.2!              +*                      !!          .   0   .          !
 1968.3!        *         +                   !!       0  .   .   .          !
 1968.4!      *       +                       !!        0 .   .   .          !
 1969.1!            +                         !!          .   0   .          !
 1969.2!                *+                    !!          .   0   .          !
 1969.3!                    +*                !!          .   .0  .          !
 1969.4!        *             +               !!    0     .   .   .          !
 1970.1!             *+                       !!          .  0.   .          !
 1970.2!  *              +                    !!    0     .   .   .          !
 1970.3!          +         *                 !!          .   .   .  0       !
 1970.4!                 *    +               !!          .0  .   .          !
 1971.1!              *     +                 !!          0   .   .          !
 1971.2!        *         +                   !!       0  .   .   .          !
 1971.3!     *        +                       !!        0 .   .   .          !
 1971.4!  *         +                         !!       0  .   .   .          !
 1972.1!          +*                          !!          .   0   .          !
 1972.2!              +   *                   !!          .   .  0.          !
 1972.3!                   +      *           !!          .   .   .0         !
 1972.4!            *           +             !!      0   .   .   .          !
 1973.1!               +                     *!!          .   .   .          0
 1973.2!                    *         +       !!       0  .   .   .          !
 1973.3!                   +      *           !!          .   .   .0         !
 1973.4!                *       +             !!         0.   .   .          !
 1974.1!                 +   *                !!          .   .  0.          !
 1974.2!                    +  *              !!          .   . 0 .          !
 1974.3!                      +  *            !!          .   .  0.          !
 1974.4!              *        +              !!        0 .   .   .          !
 1975.1!               *+                     !!          .   0   .          !
 1975.2!                  +    *              !!          .   .   0          !
 1975.3!                 *     +              !!          0   .   .          !
 1975.4!                   +       *          !!          .   .   . 0        !
 1976.1!                   *      +           !!         0.   .   .          !
 1976.2!                   + *                !!          .   .0  .          !
 1976.3!                    +       *         !!          .   .   .0         !
 1976.4!                    *    +            !!          0   .   .          !
 1977.1!                   *+                 !!          .  0.   .          !
 1977.2!                   +      *           !!          .   .   .0         !
 1977.3!                      * +             !!          .  0.   .          !
 1977.4!                 *    +               !!          0   .   .          !
 1978.1!                 *+                   !!          .  0.   .          !
 1978.2!                  +                   !!          .   0   .          !
 1978.3!               *  +                   !!          . 0 .   .          !
 1978.4!           *     +                    !!          0   .   .          !
 1979.1!             *+                       !!          .   0   .          !
 1979.2!                +                     !!          .   0   .          !
 1979.3!                 *+                   !!          .   0   .          !
 1979.4!                * +                   !!          . 0 .   .          !
 1980.1!                 +     *              !!          .   .   0          !
 1980.2!                       +              *!          .   .   .     0    !
 1980.3!                                 +  * !!          .   . 0 .          !
 1980.4!                       *        +     !!        0 .   .   .          !
 1981.1!                     * +              !!          .  0.   .          !
 1981.2!          *   +                       !!          .0  .   .          !
 1981.3!           +     *                    !!          .   .   0          !
 1981.4!  *        +                          !!       0  .   .   .          !
 1982.1!  +   *                               !!          .   .  0.          !
 1982.2!   *   +                              !!          . 0 .   .          !
 1982.3!    +      *                          !!          .   .   .0         !
 1982.4!    *    +                            !!          .0  .   .          !
 1983.1!   +    *                             !!          .   .  0.          !
 1983.2!       +                              !!          .   0   .          !
 1983.3!        +*                            !!          .   0   .          !
 1983.4!        +                             !!          .   0   .          !
 1984.1!        +     *                       !!          .   .   0          !
 1984.2!             + *                      !!          .   .0  .          !
 1984.3!            * +                       !!          .  0.   .          !
 1984.4!           +                          !!          .   0   .          !
 1985.1!            +*                        !!          .   .0  .          !
 1985.2!            *+                        !!          .   0   .          !
 1985.3!      *      +                        !!          0   .   .          !
 1985.4!   *    +                             !!          0   .   .          !
 1986.1!      +*                              !!          .   0   .          !
 1986.2!          +                           !!          .   0   .          !
 1986.3!          +  *                        !!          .   . 0 .          !
 1986.4!           *+                         !!          .  0.   .          !
 1987.1!            +  *                      !!          .   . 0 .          !
 1987.2!             +  *                     !!          .   . 0 .          !
 1987.3!               +  *                   !!          .   . 0 .          !
 1987.4!            *   +                     !!          .0  .   .          !
 1988.1!             +*                       !!          .   .0  .          !
 1988.2!          *   +                       !!          .0  .   .          !
 1988.3!           +  *                       !!          .   . 0 .          !
 1988.4!         *    +                       !!          .0  .   .          !
 1989.1!           + *                        !!          .   . 0 .          !
 1989.2!              +     *                 !!          .   .   0          !
 1989.3!                   +   *              !!          .   .  0.          !
 1989.4!            *        +                !!        0 .   .   .          !
 1990.1!            +   *                     !!          .   .  0.          !
 1990.2!                + *                   !!          .   .0  .          !
 1990.3!                  +    *              !!          .   .   0          !
 1990.4!             *        +               !!        0 .   .   .          !
 1991.1!              +           *           !!          .   .   .   0      !
 1991.2!                   *    +             !!          .0  .   .          !
 1991.3!                   +     *            !!          .   .   0          !
 1991.4!               *       +              !!        0 .   .   .          !
 1992.1!                +   *                 !!          .   .  0.          !
 1992.2!               *    +                 !!          .0  .   .          !
 1992.3!               +   *                  !!          .   . 0 .          !
 1992.4!             *    +                   !!          .0  .   .          !
 1993.1!               +       *              !!          .   .   . 0        !
 1993.2!                      +*              !!          .   .0  .          !
 1993.3!                      *+              !!          .   0   .          !
 1993.4!                     *+               !!          .  0.   .          !
 1994.1!                     +*               !!          .   0   .          !
 1994.2!                     +                !!          .   0   .          !
 1994.3!                   +     *            !!          .   .   0          !
 1994.4!                 *   +                !!          .0  .   .          !
 1995.1!                 +*                   !!          .   .0  .          !
 1995.2!                  +        *          !!          .   .   . 0        !
 1995.3!                        +             !!          .   0   .          !
 1995.4!                  *    +              !!          .0  .   .          !
 1996.1!                   + *                !!          .   .0  .          !
 1996.2!                     +  *             !!          .   . 0 .          !
 1996.3!                       + *            !!          .   . 0 .          !
 1996.4!                    *   +             !!          .0  .   .          !
 1997.1!                     +   *            !!          .   .  0.          !
 1997.2!                        +  *          !!          .   . 0 .          !
 1997.3!                           + *        !!          .   . 0 .          !
 1997.4!                    *      +          !!         0.   .   .          !
 1998.1!                      +  *            !!          .   .  0.          !
 1998.2!                         +*           !!          .   0   .          !
 1998.3!                         +*           !!          .   .0  .          !
 1998.4!                      *   +           !!          .0  .   .          !
 1999.1!                       +       *      !!          .   .   .0         !
 1999.2!                             + *      !!          .   . 0 .          !
 1999.3!                             +   *    !!          .   .  0.          !
 1999.4!                              *+      !!          .  0.   .          !
 2000.1!                             +  *     !!          .   .  0.          !
 2000.2!                             * +      !!          .  0.   .          !
 2000.3!                             +   *    !!          .   .  0.          !
 2000.4!                           *   +      !!          .0  .   .          !
 2001.1!                           +*         !!          .   .0  .          !
 2001.2!                            +*        !!          .   .0  .          !
 2001.3!                            +  *      !!          .   . 0 .          !
 2001.4!                          *   +       !!          . 0 .   .          !
 2002.1!                           +     *    !!          .   .   .0         !
 2002.2!                               + *    !!          .   .0  .          !
 2002.3!                               + *    !!          .   . 0 .          !
 2002.4!                            *  +      !!          . 0 .   .          !
 2003.1!                           +  *       !!          .   . 0 .          !
 2003.2!                             +  *     !!          .   . 0 .          !
 2003.3!                              +   *   !!          .   .  0.          !
 2003.4!                              *+      !!          .   0   .          !
 2004.1!                             + *      !!          .   . 0 .          !
 2004.2!                             *+       !!          .   0   .          !
 2004.3!                            +   *     !!          .   .  0.          !
 2004.4!                           *  +       !!          .0  .   .          !
 2005.1!                          +    *      !!          .   .  0.          !
 2005.2!                              +*      !!          .   .0  .          !
 2005.3!                             +    *   !!          .   .   0          !
 2005.4!                             *  +     !!          . 0 .   .          !
 2006.1!                            +    *    !!          .   .  0.          !
 2006.2!                             *+       !!          .  0.   .          !
 2006.3!                            +  *      !!          .   . 0 .          !
 2006.4!                          *   +       !!          .0  .   .          !
 2007.1!                          +    *      !!          .   .   0          !
 2007.2!                             +  *     !!          .   . 0 .          !
 2007.3!                              + *     !!          .   .0  .          !
 2007.4!                         *   +        !!          .0  .   .          !
 2008.1!                         +   *        !!          .   .  0.          !
 2008.2!                            +         !!          .   0   .          !
 2008.3!                           +          !!          .   0   .          !
 2008.4!                        *  +          !!          . 0 .   .          !
 2009.1!                         +        *   !!          .   .   . 0        !
 2009.2!                               +  *   !!          .   . 0 .          !
 2009.3!                                +    *!!          .   .   0          !
 2009.4!                                * +   !!          .  0.   .          !
 2010.1!                              +  *    !!          .   . 0 .          !
 2010.2!                              *+      !!          .   0   .          !
 2010.3!                             +       *!!          .   .   .0         !
 2010.4!                             *   +    !!          .0  .   .          !
 2011.1!                            + *       !!          .   .0  .          !
 2011.2!                            *+        !!          .  0.   .          !
 2011.3!                            +  *      !!          .   . 0 .          !
 2011.4!                            * +       !!          .  0.   .          !
 2012.1!                            +  *      !!          .   . 0 .          !
 2012.2!                             *+       !!          .  0.   .          !
 2012.3!                            + *       !!          .   .0  .          !
 2012.4!                             *+       !!          .  0.   .          !


     27.66 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTTU=STPX$/TUPMM;                                                      
 GENR LAASTTU=LOG(AASTTU+.00001);                                             
 GENR LASTTU=LOG(ASTTU+.00001);                                               
 LHS AASTTU=EXP(LAASTTU)-.00001;                                              
  EQ 2232 LAASTTU C LASTTU(-1) PSTTU;                                         
EQUATION 1349  LAASTTU  
   RHS     C  LASTTU(-1)  PSTTU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1349 PLOT=0;END;                                                     

Equation number = 1349
**********************

Dependent variable = LAASTTU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.678668734

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.367299075       0.122244751  -3.00462     1.000000
14456 LASTTU  ( -1)       0.860333104       0.038222228  22.50871    -3.672239
14454 PSTTU   (  0)      -0.139549214       0.070031138  -1.99267     1.089368

SE of equation            =     0.188431546
Sum of squared residuals  =  6.56869280      -0.654543086E-11
Average absolute error    =     0.150990764
Sum of ABS residuals      =  28.3862636    
R squared                 =   0.80079
Durbin-Watson statistic   =   2.45778
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                       *   +          !!         0    .    .         !
 1966.2!                      *+              !!         .   0.    .         !
 1966.3!                  *    +              !!        0.    .    .         !
 1966.4!                   +   *              !!         .    .    .0        !
 1967.1!                     *  +             !!         .0   .    .         !
 1967.2!                     +   *            !!         .    .   0.         !
 1967.3!                         +  *         !!         .    .   0.         !
 1967.4!                         * +          !!         .0   .    .         !
 1968.1!                         +  *         !!         .    .    0         !
 1968.2!                       *    +         !!        0.    .    .         !
 1968.3!                        + *           !!         .    .  0 .         !
 1968.4!                          +  *        !!         .    .   0.         !
 1969.1!                          *  +        !!         . 0  .    .         !
 1969.2!                          +    *      !!         .    .    .0        !
 1969.3!                              +       *!         .    .    .    0    !
 1969.4!                                    +*!!         .    .0   .         !
 1970.1!                                 *  + !!         .0   .    .         !
 1970.2!                         *      +     !!    0    .    .    .         !
 1970.3!                         +     *      !!         .    .    .   0     !
 1970.4!                              *+      !!         .   0.    .         !
 1971.1!                         *   +        !!        0.    .    .         !
 1971.2!                         +*           !!         .    .0   .         !
 1971.3!                       *  +           !!         .0   .    .         !
 1971.4!                       +              !!         .    0    .         !
 1972.1!                       *+             !!         .   0.    .         !
 1972.2!                       +   *          !!         .    .    .0        !
 1972.3!                         * +          !!         .  0 .    .         !
 1972.4!                       * +            !!         .  0 .    .         !
 1973.1!                       +   *          !!         .    .    0         !
 1973.2!                          +   *       !!         .    .    .0        !
 1973.3!                           * +        !!         .  0 .    .         !
 1973.4!                          +*          !!         .    .0   .         !
 1974.1!                          +    *      !!         .    .    .0        !
 1974.2!                              +*      !!         .    .0   .         !
 1974.3!                          *   +       !!         0    .    .         !
 1974.4!                          +  *        !!         .    .    0         !
 1975.1!                            +         !!         .    0    .         !
 1975.2!                      *    +          !!       0 .    .    .         !
 1975.3!                      +  *            !!         .    .   0.         !
 1975.4!                         +            !!         .    0    .         !
 1976.1!                     *   +            !!         .0   .    .         !
 1976.2!                     + *              !!         .    .  0 .         !
 1976.3!                       +              !!         .    0    .         !
 1976.4!                       + *            !!         .    .  0 .         !
 1977.1!                         +            !!         .    .0   .         !
 1977.2!                         +            !!         .    0    .         !
 1977.3!                        *+            !!         .   0.    .         !
 1977.4!                        + *           !!         .    .  0 .         !
 1978.1!                         +            !!         .    0    .         !
 1978.2!                        +   *         !!         .    .    0         !
 1978.3!                          +  *        !!         .    .  0 .         !
 1978.4!                           +          !!         .    0    .         !
 1979.1!                        * +           !!         . 0  .    .         !
 1979.2!                    *  +              !!         .0   .    .         !
 1979.3!                    +  *              !!         .    .   0.         !
 1979.4!                       + *            !!         .    .  0 .         !
 1980.1!                        +*            !!         .    0    .         !
 1980.2!                        +           * !!         .    .    .         0
 1980.3!                              *   +   !!        0.    .    .         !
 1980.4!                             +     *  !!         .    .    .  0      !
 1981.1!                               * +    !!         .0   .    .         !
 1981.2!                            +*        !!         .    0    .         !
 1981.3!                      *    +          !!        0.    .    .         !
 1981.4!                     +   *            !!         .    .    .0        !
 1982.1!                     * +              !!         .0   .    .         !
 1982.2!                    +   *             !!         .    .    0         !
 1982.3!                     *+               !!         .  0 .    .         !
 1982.4!                    +   *             !!         .    .    0         !
 1983.1!                      + *             !!         .    . 0  .         !
 1983.2!                      +               !!         .    0    .         !
 1983.3!                     +  *             !!         .    .    0         !
 1983.4!                       +              !!         .    0    .         !
 1984.1!                 *    +               !!        0.    .    .         !
 1984.2!                *+                    !!         .  0 .    .         !
 1984.3!                +    *                !!         .    .    .0        !
 1984.4!                    +  *              !!         .    .    0         !
 1985.1!                  *    +              !!        0.    .    .         !
 1985.2!                  +    *              !!         .    .    . 0       !
 1985.3!                      +     *         !!         .    .    .  0      !
 1985.4!                  *        +          !!   0     .    .    .         !
 1986.1!                  +        *          !!         .    .    .     0   !
 1986.2!                      *  +            !!         0    .    .         !
 1986.3!                    +  *              !!         .    .   0.         !
 1986.4!                     +       *        !!         .    .    .    0    !
 1987.1!                     *     +          !!       0 .    .    .         !
 1987.2!                    +  *              !!         .    .    0         !
 1987.3!                      +               !!         .    0    .         !
 1987.4!                     +  *             !!         .    .   0.         !
 1988.1!                      *+              !!         .    0    .         !
 1988.2!                    *+                !!         .   0.    .         !
 1988.3!                  *+                  !!         .   0.    .         !
 1988.4!                 +         *          !!         .    .    .        0!
 1989.1!                         + *          !!         .    .  0 .         !
 1989.2!                         *+           !!         .   0.    .         !
 1989.3!                      * +             !!         .  0 .    .         !
 1989.4!                     +   *            !!         .    .    0         !
 1990.1!                       *+             !!         .   0.    .         !
 1990.2!                     +*               !!         .    .0   .         !
 1990.3!                     + *              !!         .    . 0  .         !
 1990.4!                   *  +               !!         .0   .    .         !
 1991.1!                * +                   !!         .0   .    .         !
 1991.2!                +   *                 !!         .    .    .0        !
 1991.3!                 *  +                 !!         .0   .    .         !
 1991.4!              *  +                    !!         . 0  .    .         !
 1992.1!              +    *                  !!         .    .    .0        !
 1992.2!               *  +                   !!         .0   .    .         !
 1992.3!               +*                     !!         .    .0   .         !
 1992.4!           *   +                      !!         0    .    .         !
 1993.1!            +  *                      !!         .    .   0.         !
 1993.2!               +                      !!         .    .0   .         !
 1993.3!               *+                     !!         .   0.    .         !
 1993.4!               +                      !!         .    0    .         !
 1994.1!              *+                      !!         .  0 .    .         !
 1994.2!         *    +                       !!       0 .    .    .         !
 1994.3!         +*                           !!         .    .0   .         !
 1994.4!          +  *                        !!         .    .   0.         !
 1995.1!             +*                       !!         .    . 0  .         !
 1995.2!              + *                     !!         .    .  0 .         !
 1995.3!              * +                     !!         .  0 .    .         !
 1995.4!              +      *                !!         .    .    .   0     !
 1996.1!                 *  +                 !!         .0   .    .         !
 1996.2!                 +*                   !!         .    . 0  .         !
 1996.3!                * +                   !!         .  0 .    .         !
 1996.4!                 +*                   !!         .    .0   .         !
 1997.1!                * +                   !!         .   0.    .         !
 1997.2!                 + *                  !!         .    .   0.         !
 1997.3!                   +*                 !!         .    .0   .         !
 1997.4!                *   +                 !!         0    .    .         !
 1998.1!               *+                     !!         .   0.    .         !
 1998.2!               +   *                  !!         .    .    0         !
 1998.3!                *  +                  !!         .0   .    .         !
 1998.4!           *    +                     !!       0 .    .    .         !
 1999.1!            + *                       !!         .    .  0 .         !
 1999.2!             *+                       !!         .  0 .    .         !
 1999.3!             *+                       !!         .   0.    .         !
 1999.4!              +                       !!         .    0    .         !
 2000.1!             * +                      !!         .  0 .    .         !
 2000.2!           *  +                       !!         .0   .    .         !
 2000.3!            + *                       !!         .    .  0 .         !
 2000.4!              *+                      !!         .  0 .    .         !
 2001.1!         *    +                       !!       0 .    .    .         !
 2001.2!        * +                           !!         . 0  .    .         !
 2001.3!         +         *                  !!         .    .    .       0 !
 2001.4!                   + *                !!         .    .  0 .         !
 2002.1!                    +                 !!         .    0    .         !
 2002.2!                  * +                 !!         . 0  .    .         !
 2002.3!                  + *                 !!         .    . 0  .         !
 2002.4!                 * +                  !!         . 0  .    .         !
 2003.1!                 +                    !!         .    0    .         !
 2003.2!                 +*                   !!         .    .0   .         !
 2003.3!                * +                   !!         .  0 .    .         !
 2003.4!           *    +                     !!        0.    .    .         !
 2004.1!            + *                       !!         .    . 0  .         !
 2004.2!              +                       !!         .    0    .         !
 2004.3!             *+                       !!         .  0 .    .         !
 2004.4!             +                        !!         .    0    .         !
 2005.1!              +  *                    !!         .    .   0.         !
 2005.2!             *   +                    !!         0    .    .         !
 2005.3!          *   +                       !!         0    .    .         !
 2005.4!      *    +                          !!       0 .    .    .         !
 2006.1!       *+                             !!         .   0.    .         !
 2006.2!         +     *                      !!         .    .    .  0      !
 2006.3!        *      +                      !!     0   .    .    .         !
 2006.4!          + *                         !!         .    . 0  .         !
 2007.1!      *     +                         !!     0   .    .    .         !
 2007.2!        +  *                          !!         .    .   0.         !
 2007.3!            +                         !!         .    0    .         !
 2007.4!            *+                        !!         .  0 .    .         !
 2008.1!         *   +                        !!         0    .    .         !
 2008.2!      *   +                           !!        0.    .    .         !
 2008.3!    *  +                              !!         0    .    .         !
 2008.4!      +    *                          !!         .    .    . 0       !
 2009.1!        *   +                         !!         .0   .    .         !
 2009.2!     *   +                            !!        0.    .    .         !
 2009.3! *    +                               !!        0.    .    .         !
 2009.4!   +       *                          !!         .    .    .    0    !
 2010.1!       *   +                          !!        0.    .    .         !
 2010.2!  *     +                             !!      0  .    .    .         !
 2010.3! *  +                                 !!         . 0  .    .         !
 2010.4!   +   *                              !!         .    .    0         !
 2011.1!    *   +                             !!         0    .    .         !
 2011.2!  *   +                               !!         0    .    .         !
 2011.3! *  +                                 !!         . 0  .    .         !
 2011.4!   + *                                !!         .    .  0 .         !
 2012.1!*      +                              !!     0   .    .    .         !
 2012.2*  +                                   !!         .0   .    .         !
 2012.3* +                                    !!         . 0  .    .         !
 2012.4! +  *                                 !!         .    .   0.         !


     32.45 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKTU=UKPX$/TUPMM;                                                      
 GENR LAAUKTU=LOG(AAUKTU+.00001);                                             
 GENR LAUKTU=LOG(AUKTU+.00001);                                               
 LHS AAUKTU=EXP(LAAUKTU)-.00001;                                              
  EQ 2233 LAAUKTU C LAUKTU(-1) PUKTU;                                         
EQUATION 1350  LAAUKTU  
   RHS     C  LAUKTU(-1)  PUKTU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1350 PLOT=0;END;                                                     

Equation number = 1350
**********************

Dependent variable = LAAUKTU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.857362558

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.191418373       0.078150568  -2.44935     1.000000
14459 LAUKTU  ( -1)       0.932755522       0.029274096  31.86283    -2.851517
14457 PUKTU   (  0)      -0.005123265       0.042967782  -0.11924     1.205557

SE of equation            =     0.140089691
Sum of squared residuals  =  3.63064747       0.285682589E-11
Average absolute error    =     0.107149662
Sum of ABS residuals      =  20.1441365    
R squared                 =   0.87008
Durbin-Watson statistic   =   2.52022
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                             * +      !!           . 0.  .           !
 1966.2!                         *  +         !!           0  .  .           !
 1966.3!                        +    *        !!           .  .  0           !
 1966.4!                            +*        !!           .  .0 .           !
 1967.1!                            +        *!!           .  .  .   0       !
 1967.2!                                   +  *!           .  . 0.           !
 1967.3!                                  * + !!           .0 .  .           !
 1967.4!                             *   +    !!           0  .  .           !
 1968.1!                            +         *!           .  .  .    0      !
 1968.2!                                    + *!           .  .0 .           !
 1968.3!                               *     +!!          0.  .  .           !
 1968.4!                              +       *!           .  .  .  0        !
 1969.1!                                    +*!!           .  0  .           !
 1969.2!                                *  +  !!           0  .  .           !
 1969.3!                               +  *   !!           .  .  0           !
 1969.4!                                *+    !!           . 0.  .           !
 1970.1!                               + *    !!           .  . 0.           !
 1970.2!                             *  +     !!           .0 .  .           !
 1970.3!                           *+         !!           . 0.  .           !
 1970.4!                           +       *  !!           .  .  .   0       !
 1971.1!                            *     +   !!         0 .  .  .           !
 1971.2!                            +  *      !!           .  .  0           !
 1971.3!                               +*     !!           .  .0 .           !
 1971.4!                               +  *   !!           .  . 0.           !
 1972.1!                             *  +     !!           0  .  .           !
 1972.2!                            +   *     !!           .  .  0           !
 1972.3!                               + *    !!           .  . 0.           !
 1972.4!                                +   * !!           .  .  .0          !
 1973.1!                                  *+  !!           . 0.  .           !
 1973.2!                                +  *  !!           .  . 0.           !
 1973.3!                                 + *  !!           .  .0 .           !
 1973.4!                             *   +    !!          0.  .  .           !
 1974.1!                            +   *     !!           .  .  0           !
 1974.2!                               +      !!           .  0  .           !
 1974.3!                              + *     !!           .  . 0.           !
 1974.4!                           *   +      !!           0  .  .           !
 1975.1!                          +    *      !!           .  .  .0          !
 1975.2!                              +       !!           .  0  .           !
 1975.3!                             +       *!!           .  .  .  0        !
 1975.4!                                  * + !!           . 0.  .           !
 1976.1!                                 + *  !!           .  .0 .           !
 1976.2!                                *+    !!           . 0.  .           !
 1976.3!                               +     *!!           .  .  . 0         !
 1976.4!                                  * + !!           . 0.  .           !
 1977.1!                                 +  * !!           .  .  0           !
 1977.2!                                   +  !!           .  0  .           !
 1977.3!                                 *+   !!           . 0.  .           !
 1977.4!                             *  +     !!           .0 .  .           !
 1978.1!                       *    +         !!          0.  .  .           !
 1978.2!                   *   +              !!           0  .  .           !
 1978.3!                   +                  !!           .  0  .           !
 1978.4!                   +   *              !!           .  .  .0          !
 1979.1!                       +  *           !!           .  .  0           !
 1979.2!                         +     *      !!           .  .  .0          !
 1979.3!                       *      +       !!        0  .  .  .           !
 1979.4!                      +      *        !!           .  .  .  0        !
 1980.1!                        *   +         !!           0  .  .           !
 1980.2!                        +  *          !!           .  . 0.           !
 1980.3!                         *+           !!           . 0.  .           !
 1980.4!                        *+            !!           . 0.  .           !
 1981.1!     *                 +              !0           .  .  .           !
 1981.2!      +     *                         !!           .  .  . 0         !
 1981.3!     *      +                         !!        0  .  .  .           !
 1981.4!     +    *                           !!           .  .  .0          !
 1982.1!           +    *                     !!           .  .  .0          !
 1982.2!            *   +                     !!           0  .  .           !
 1982.3!          * +                         !!           .0 .  .           !
 1982.4!          +*                          !!           .  .0 .           !
 1983.1!           *+                         !!           .  0  .           !
 1983.2!           +                          !!           . 0.  .           !
 1983.3!           + *                        !!           .  . 0.           !
 1983.4!             +                        !!           .  0  .           !
 1984.1!             + *                      !!           .  .0 .           !
 1984.2!           *   +                      !!           0  .  .           !
 1984.3!            + *                       !!           .  . 0.           !
 1984.4!            * +                       !!           .0 .  .           !
 1985.1!            +  *                      !!           .  . 0.           !
 1985.2!              *+                      !!           . 0.  .           !
 1985.3!              +   *                   !!           .  .  .0          !
 1985.4!                 *+                   !!           . 0.  .           !
 1986.1!                 +                    !!           .  0  .           !
 1986.2!                 + *                  !!           .  . 0.           !
 1986.3!              *    +                  !!          0.  .  .           !
 1986.4!               +  *                   !!           .  .  0           !
 1987.1!                 *+                   !!           . 0.  .           !
 1987.2!              *  +                    !!           .0 .  .           !
 1987.3!              +  *                    !!           .  .  0           !
 1987.4!                 + *                  !!           .  . 0.           !
 1988.1!                   +*                 !!           .  .0 .           !
 1988.2!               *    +                 !!          0.  .  .           !
 1988.3!               +                      !!           . 0.  .           !
 1988.4!          *    +                      !!          0.  .  .           !
 1989.1!           +    *                     !!           .  .  .0          !
 1989.2!              * +                     !!           . 0.  .           !
 1989.3!            * +                       !!           .0 .  .           !
 1989.4!           * +                        !!           . 0.  .           !
 1990.1!           +  *                       !!           .  . 0.           !
 1990.2!              +  *                    !!           .  .  0           !
 1990.3!                *+                    !!           . 0.  .           !
 1990.4!               *+                     !!           . 0.  .           !
 1991.1!               +  *                   !!           .  . 0.           !
 1991.2!                  +  *                !!           .  .  0           !
 1991.3!                    + *               !!           .  .0 .           !
 1991.4!                     *+               !!           . 0.  .           !
 1992.1!                *   +                 !!           0  .  .           !
 1992.2!             *  +                     !!           0  .  .           !
 1992.3!             +                        !!           . 0.  .           !
 1992.4!             +  *                     !!           .  . 0.           !
 1993.1!            *   +                     !!           0  .  .           !
 1993.2!             + *                      !!           .  . 0.           !
 1993.3!               +  *                   !!           .  . 0.           !
 1993.4!                  +                   !!           .  0  .           !
 1994.1!                 *+                   !!           . 0.  .           !
 1994.2!               * +                    !!           . 0.  .           !
 1994.3!           *   +                      !!          0.  .  .           !
 1994.4!           +  *                       !!           .  . 0.           !
 1995.1!              + *                     !!           .  . 0.           !
 1995.2!                +                     !!           . 0.  .           !
 1995.3!                +*                    !!           .  .0 .           !
 1995.4!                 +                    !!           .  0  .           !
 1996.1!                 + *                  !!           .  . 0.           !
 1996.2!                   + *                !!           .  . 0.           !
 1996.3!                    *+                !!           . 0.  .           !
 1996.4!                   *+                 !!           . 0.  .           !
 1997.1!                   +*                 !!           .  .0 .           !
 1997.2!                    +*                !!           .  .0 .           !
 1997.3!                    *+                !!           . 0.  .           !
 1997.4!                   *+                 !!           . 0.  .           !
 1998.1!                 * +                  !!           . 0.  .           !
 1998.2!                 +*                   !!           .  .0 .           !
 1998.3!                  +*                  !!           .  .0 .           !
 1998.4!                   +                  !!           .  0  .           !
 1999.1!              *    +                  !!          0.  .  .           !
 1999.2!              +                       !!           .  0  .           !
 1999.3!               + *                    !!           .  . 0.           !
 1999.4!                *+                    !!           . 0.  .           !
 2000.1!                + *                   !!           .  . 0.           !
 2000.2!                  +                   !!           .  0  .           !
 2000.3!                * +                   !!           . 0.  .           !
 2000.4!                +  *                  !!           .  . 0.           !
 2001.1!                   +                  !!           .  0  .           !
 2001.2!             *    +                   !!         0 .  .  .           !
 2001.3!          *  +                        !!           .0 .  .           !
 2001.4!           +*                         !!           .  .0 .           !
 2002.1!            + *                       !!           .  .0 .           !
 2002.2!              + *                     !!           .  .0 .           !
 2002.3!              * +                     !!           . 0.  .           !
 2002.4!            * +                       !!           .0 .  .           !
 2003.1!            + *                       !!           .  . 0.           !
 2003.2!              +  *                    !!           .  . 0.           !
 2003.3!              *  +                    !!           .0 .  .           !
 2003.4!            * +                       !!           .0 .  .           !
 2004.1!           *+                         !!           . 0.  .           !
 2004.2!           +*                         !!           .  .0 .           !
 2004.3!            +*                        !!           .  .0 .           !
 2004.4!           * +                        !!           .0 .  .           !
 2005.1!        *  +                          !!           .0 .  .           !
 2005.2!         +  *                         !!           .  . 0.           !
 2005.3!          * +                         !!           .0 .  .           !
 2005.4!          *+                          !!           .  0  .           !
 2006.1!           +*                         !!           .  .0 .           !
 2006.2!         *   +                        !!           0  .  .           !
 2006.3!        * +                           !!           . 0.  .           !
 2006.4!         +*                           !!           .  .0 .           !
 2007.1!           +                          !!           .  0  .           !
 2007.2!     *      +                         !!         0 .  .  .           !
 2007.3!   *  +                               !!           .0 .  .           !
 2007.4!    + *                               !!           .  . 0.           !
 2008.1!    *  +                              !!           .0 .  .           !
 2008.2!  *  +                                !!           .0 .  .           !
 2008.3*   +                                  !!           0  .  .           !
 2008.4!+    *                                !!           .  .  .0          !
 2009.1!     +    *                           !!           .  .  0           !
 2009.2!        * +                           !!           .0 .  .           !
 2009.3!     *   +                            !!           0  .  .           !
 2009.4!      +                               !!           .  0  .           !
 2010.1!       +                              !!           .  0  .           !
 2010.2!   *    +                             !!           0  .  .           !
 2010.3!    +   *                             !!           .  .  0           !
 2010.4!       * +                            !!           .0 .  .           !
 2011.1!       +*                             !!           .  .0 .           !
 2011.2!    *    +                            !!          0.  .  .           !
 2011.3!     +   *                            !!           .  .  0           !
 2011.4!      *  +                            !!           .0 .  .           !
 2012.1!       +                              !!           .  0  .           !
 2012.2!*       +                             !!        0  .  .  .           !
 2012.3! + *                                  !!           .  . 0.           !
 2012.4!    +                                 !!           .  0  .           !


     28.72 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFITU=FIPX$/TUPMM;                                                      
 GENR LAAFITU=LOG(AAFITU+.00001);                                             
 GENR LAFITU=LOG(AFITU+.00001);                                               
 LHS AAFITU=EXP(LAAFITU)-.00001;                                              
  EQ 2234 LAAFITU C LAFITU(-1) PFITU;                                         
EQUATION 1351  LAAFITU  
   RHS     C  LAFITU(-1)  PFITU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1351 PLOT=0;END;                                                     

Equation number = 1351
**********************

Dependent variable = LAAFITU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.305167565

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.451304702       0.340781266  -7.19319     1.000000
14462 LAFITU  ( -1)       0.473805802       0.062830957   7.54096    -5.317936
14460 PFITU   (  0)      -0.290081163       0.159455871  -1.81919     1.152071

SE of equation            =     0.543978432
Sum of squared residuals  =  54.7438188      -0.113464793E-10
Average absolute error    =     0.392471523
Sum of ABS residuals      =  73.7846464    
R squared                 =   0.27898
Durbin-Watson statistic   =   2.17794
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!        *  +                          !!          . 0 .   .          !
 1966.2!               +     *                !!          .   .   .0         !
 1966.3!                     +*               !!          .   .0  .          !
 1966.4!                   *  +               !!          . 0 .   .          !
 1967.1!                   *+                 !!          .  0.   .          !
 1967.2!                  * +                 !!          . 0 .   .          !
 1967.3!                  * +                 !!          .  0.   .          !
 1967.4*                    +                 !0          .   .   .          !
 1968.1!           +     *                    !!          .   .   0          !
 1968.2!                   *+                 !!          .  0.   .          !
 1968.3!                  *  +                !!          . 0 .   .          !
 1968.4!              *     +                 !!          0   .   .          !
 1969.1!                  +       *           !!          .   .   .0         !
 1969.2!                      * +             !!          . 0 .   .          !
 1969.3!                      +     *         !!          .   .   0          !
 1969.4!                         +   *        !!          .   .  0.          !
 1970.1!                     *    +           !!          .0  .   .          !
 1970.2!                *     +               !!          0   .   .          !
 1970.3!        *          +                  !!      0   .   .   .          !
 1970.4!                +       *             !!          .   .   . 0        !
 1971.1!                      *+              !!          .  0.   .          !
 1971.2!                     *+               !!          .  0.   .          !
 1971.3!         *            +               !!     0    .   .   .          !
 1971.4!           *    +                     !!          0   .   .          !
 1972.1!                *+                    !!          .   0   .          !
 1972.2!           *       +                  !!         0.   .   .          !
 1972.3!                 + *                  !!          .   . 0 .          !
 1972.4!         *          +                 !!      0   .   .   .          !
 1973.1!                +                     !!          .   0   .          !
 1973.2!                   +                  !!          .   0   .          !
 1973.3!                *   +                 !!          .0  .   .          !
 1973.4!                   +*                 !!          .   .0  .          !
 1974.1!                  * +                 !!          . 0 .   .          !
 1974.2!      *            +                  !!    0     .   .   .          !
 1974.3!             +  *                     !!          .   .0  .          !
 1974.4!      *           +                   !!     0    .   .   .          !
 1975.1!       *     +                        !!          0   .   .          !
 1975.2!            *  +                      !!          . 0 .   .          !
 1975.3!                 +  *                 !!          .   . 0 .          !
 1975.4!                   * +                !!          .  0.   .          !
 1976.1!               *    +                 !!          0   .   .          !
 1976.2!        *         +                   !!       0  .   .   .          !
 1976.3!               +         *            !!          .   .   .  0       !
 1976.4!                     * +              !!          . 0 .   .          !
 1977.1!                     +      *         !!          .   .   .0         !
 1977.2!                        +             !!          .  0.   .          !
 1977.3!                      +      *        !!          .   .   .0         !
 1977.4!       *                 +            !!  0       .   .   .          !
 1978.1!               + *                    !!          .   . 0 .          !
 1978.2!               *   +                  !!          .0  .   .          !
 1978.3!              *   +                   !!          .0  .   .          !
 1978.4!                  +      *            !!          .   .   .0         !
 1979.1!                 *     +              !!          0   .   .          !
 1979.2!                   +                 *!!          .   .   .        0 !
 1979.3!                             +        *!          .   .   . 0        !
 1979.4!                   *         +        !!       0  .   .   .          !
 1980.1!          *         +                 !!       0  .   .   .          !
 1980.2!          *     +                     !!          0   .   .          !
 1980.3!                +*                    !!          .   0   .          !
 1980.4!      *            +                  !!     0    .   .   .          !
 1981.1!              +         *             !!          .   .   .  0       !
 1981.2!                    +        *        !!          .   .   . 0        !
 1981.3!         *              +             !!    0     .   .   .          !
 1981.4!  *          +                        !!      0   .   .   .          !
 1982.1!          +           *               !!          .   .   .   0      !
 1982.2!                 *  +                 !!          . 0 .   .          !
 1982.3!                *+                    !!          .  0.   .          !
 1982.4!                 + *                  !!          .   .0  .          !
 1983.1!            *     +                   !!         0.   .   .          !
 1983.2!               +*                     !!          .   .0  .          !
 1983.3!           *      +                   !!          0   .   .          !
 1983.4!               +                      !!          .   0   .          !
 1984.1!             *   +                    !!          .0  .   .          !
 1984.2!                +                     !!          .   0   .          !
 1984.3!        *         +                   !!       0  .   .   .          !
 1984.4!         *   +                        !!          .0  .   .          !
 1985.1!              *+                      !!          .  0.   .          !
 1985.2!                 + *                  !!          .   .0  .          !
 1985.3!                   +     *            !!          .   .   0          !
 1985.4!                 *    +               !!          .0  .   .          !
 1986.1!                  +     *             !!          .   .   0          !
 1986.2!                 *    +               !!          .0  .   .          !
 1986.3!                  +     *             !!          .   .   0          !
 1986.4!                   * +                !!          .  0.   .          !
 1987.1!                   +  *               !!          .   . 0 .          !
 1987.2!                 *  +                 !!          .  0.   .          !
 1987.3!                  +                   !!          .   0   .          !
 1987.4!                  + *                 !!          .   .0  .          !
 1988.1!                  *+                  !!          .  0.   .          !
 1988.2!                * +                   !!          . 0 .   .          !
 1988.3!                 +                    !!          .   0   .          !
 1988.4!               * +                    !!          . 0 .   .          !
 1989.1!                +   *                 !!          .   .  0.          !
 1989.2!                   +                  !!          .   0   .          !
 1989.3!                   +*                 !!          .   .0  .          !
 1989.4!                  *+                  !!          .  0.   .          !
 1990.1!                 +*                   !!          .   0   .          !
 1990.2!                  +   *               !!          .   .  0.          !
 1990.3!                    +*                !!          .   0   .          !
 1990.4!                 *  +                 !!          . 0 .   .          !
 1991.1!                 *+                   !!          .   0   .          !
 1991.2!                  +                   !!          .   0   .          !
 1991.3!                   + *                !!          .   . 0 .          !
 1991.4!              *     +                 !!         0.   .   .          !
 1992.1!                 +  *                 !!          .   . 0 .          !
 1992.2!                   *+                 !!          .   0   .          !
 1992.3!                  *+                  !!          .  0.   .          !
 1992.4!                *  +                  !!          . 0 .   .          !
 1993.1!                  +      *            !!          .   .   .0         !
 1993.2!                      *+              !!          .  0.   .          !
 1993.3!                     +*               !!          .   0   .          !
 1993.4!                   *  +               !!          . 0 .   .          !
 1994.1!                    +  *              !!          .   . 0 .          !
 1994.2!                  *  +                !!          . 0 .   .          !
 1994.3!                   +  *               !!          .   . 0 .          !
 1994.4!                    +*                !!          .   0   .          !
 1995.1!                    +*                !!          .   .0  .          !
 1995.2!                    + *               !!          .   .0  .          !
 1995.3!                   *+                 !!          .  0.   .          !
 1995.4!                *  +                  !!          . 0 .   .          !
 1996.1!                  +                   !!          .   0   .          !
 1996.2!                   +                  !!          .   0   .          !
 1996.3!                   +    *             !!          .   .  0.          !
 1996.4!                    * +               !!          .  0.   .          !
 1997.1!                    +*                !!          .   .0  .          !
 1997.2!                    +    *            !!          .   .  0.          !
 1997.3!                       +  *           !!          .   .  0.          !
 1997.4!                    *  +              !!          . 0 .   .          !
 1998.1!                    +   *             !!          .   .  0.          !
 1998.2!                      +   *           !!          .   .  0.          !
 1998.3!                       +     *        !!          .   .   0          !
 1998.4!                       * +            !!          .  0.   .          !
 1999.1!                      +        *      !!          .   .   . 0        !
 1999.2!                         +      *     !!          .   .   .0         !
 1999.3!                          +   *       !!          .   .  0.          !
 1999.4!                         + *          !!          .   .0  .          !
 2000.1!                        +    *        !!          .   .   0          !
 2000.2!                         +     *      !!          .   .   0          !
 2000.3!                          +       *   !!          .   .   .0         !
 2000.4!                           + *        !!          .   .0  .          !
 2001.1!                         +*           !!          .   .0  .          !
 2001.2!                       +*             !!          .   0   .          !
 2001.3!                       + *            !!          .   .0  .          !
 2001.4!                       +              !!          .   0   .          !
 2002.1!                      +  *            !!          .   . 0 .          !
 2002.2!                       +       *      !!          .   .   .0         !
 2002.3!                        * +           !!          .  0.   .          !
 2002.4!                       +*             !!          .   .0  .          !
 2003.1!                      +  *            !!          .   . 0 .          !
 2003.2!                       + *            !!          .   .0  .          !
 2003.3!                       +   *          !!          .   .  0.          !
 2003.4!                        +             !!          .   0   .          !
 2004.1!                      +  *            !!          .   . 0 .          !
 2004.2!                       +              !!          .   0   .          !
 2004.3!                      +   *           !!          .   . 0 .          !
 2004.4!                       +              !!          .   0   .          !
 2005.1!                      +     *         !!          .   .   0          !
 2005.2!                        +*            !!          .   .0  .          !
 2005.3!                       +   *          !!          .   .  0.          !
 2005.4!                        +  *          !!          .   . 0 .          !
 2006.1!                        +    *        !!          .   .   0          !
 2006.2!                         +            !!          .   0   .          !
 2006.3!                       +    *         !!          .   .  0.          !
 2006.4!                         +            !!          .   0   .          !
 2007.1!                       +     *        !!          .   .   0          !
 2007.2!                         +            !!          .   0   .          !
 2007.3!                       +*             !!          .   .0  .          !
 2007.4!                     * +              !!          . 0 .   .          !
 2008.1!                     +   *            !!          .   . 0 .          !
 2008.2!                       +              !!          .   0   .          !
 2008.3!                      +  *            !!          .   . 0 .          !
 2008.4!                      * +             !!          .  0.   .          !
 2009.1!                      +  *            !!          .   . 0 .          !
 2009.2!                       +   *          !!          .   .  0.          !
 2009.3!                        +             !!          .   0   .          !
 2009.4!                       + *            !!          .   .0  .          !
 2010.1!                       +*             !!          .   .0  .          !
 2010.2!                       +       *      !!          .   .   .0         !
 2010.3!                          +*          !!          .   0   .          !
 2010.4!                      * +             !!          .  0.   .          !
 2011.1!                      +   *           !!          .   .  0.          !
 2011.2!                       *+             !!          .   0   .          !
 2011.3!                       +   *          !!          .   .  0.          !
 2011.4!                     *  +             !!          . 0 .   .          !
 2012.1!                      +  *            !!          .   . 0 .          !
 2012.2!                     * +              !!          .  0.   .          !
 2012.3!                      + *             !!          .   . 0 .          !
 2012.4!                       +*             !!          .   .0  .          !


     25.53 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASTU=ASPX$/TUPMM;                                                      
 GENR LAAASTU=LOG(AAASTU+.00001);                                             
 GENR LAASTU=LOG(AASTU+.00001);                                               
 LHS AAASTU=EXP(LAAASTU)-.00001;                                              
  EQ 2235 LAAASTU C LAASTU(-1) PASTU;                                         
EQUATION 1352  LAAASTU  
   RHS     C  LAASTU(-1)  PASTU  
 SMPL 1979.3 2012.4;                                                          
Sample period is now  1979.3 to  2012.4 Internally:   111 to   244
 OLS;EST 1352 PLOT=0;END;                                                     

Equation number = 1352
**********************

Dependent variable = LAAASTU 

 1979.3 -   2012.4,    0 missing obs.,  134 obs. used.

Mean of dependent variable       -5.610510863

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.689485861       0.347273497  -4.86500     1.000000
14465 LAASTU  ( -1)       0.637880244       0.068693381   9.28591    -5.615429
14463 PASTU   (  0)      -0.260431193       0.153121912  -1.70081     1.301893

SE of equation            =     0.533272626
Sum of squared residuals  =  37.2537399       0.129585231E-11
Average absolute error    =     0.381577941
Sum of ABS residuals      =  51.1314441    
R squared                 =   0.49927
Durbin-Watson statistic   =   2.36198
SMPL and No. Obs.         = 1979.3   2012.4    134

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.3!       *          +                   !!       0   .  .  .           !
 1979.4!        *     +                       !!          0.  .  .           !
 1980.1!             * +                      !!           . 0.  .           !
 1980.2!                  +  *                !!           .  . 0.           !
 1980.3!                *       +             !!         0 .  .  .           !
 1980.4!                  * +                 !!           .0 .  .           !
 1981.1!                   * +                !!           .0 .  .           !
 1981.2!                   +    *             !!           .  .  0           !
 1981.3!          *             +             !!    0      .  .  .           !
 1981.4!              +      *                !!           .  .  . 0         !
 1982.1!                      +*              !!           .  .0 .           !
 1982.2!                     * +              !!           . 0.  .           !
 1982.3*                      +               !0           .  .  .           !
 1982.4!       +             *                !!           .  .  .     0     !
 1983.1!                     +    *           !!           .  .  0           !
 1983.2!                      *  +            !!           .0 .  .           !
 1983.3!                       + *            !!           .  . 0.           !
 1983.4!                  *     +             !!          0.  .  .           !
 1984.1!                    +        *        !!           .  .  .  0        !
 1984.2!                        *  +          !!           .0 .  .           !
 1984.3!                        +   *         !!           .  .  0           !
 1984.4!                          +*          !!           .  .0 .           !
 1985.1!                          + *         !!           .  .0 .           !
 1985.2!                          *+          !!           .  0  .           !
 1985.3!                          +       *   !!           .  .  .  0        !
 1985.4!                           *   +      !!           0  .  .           !
 1986.1!                           +          !!           .  0  .           !
 1986.2!                         * +          !!           . 0.  .           !
 1986.3!                    *     +           !!          0.  .  .           !
 1986.4!                      +          *    !!           .  .  .   0       !
 1987.1!                              *+      !!           .  0  .           !
 1987.2!                             +       *!!           .  .  . 0         !
 1987.3!                                 +  * !!           .  . 0.           !
 1987.4!                                +   * !!           .  .  0           !
 1988.1!                                 +*   !!           .  .0 .           !
 1988.2!                             * +      !!           . 0.  .           !
 1988.3!                          * +         !!           . 0.  .           !
 1988.4!                         +     *      !!           .  .  .0          !
 1989.1!                            +         !!           .  0  .           !
 1989.2!                         * +          !!           . 0.  .           !
 1989.3!                    *    +            !!           0  .  .           !
 1989.4!                      +               !!           .  0  .           !
 1990.1!                       +*             !!           .  .0 .           !
 1990.2!                         +     *      !!           .  .  .0          !
 1990.3!                              +       !!           .  0  .           !
 1990.4!                             +*       !!           .  .0 .           !
 1991.1!                             + *      !!           .  .0 .           !
 1991.2!                              +   *   !!           .  .  0           !
 1991.3!                              *+      !!           . 0.  .           !
 1991.4!                             +*       !!           .  .0 .           !
 1992.1!                             +    *   !!           .  .  0           !
 1992.2!                              * +     !!           . 0.  .           !
 1992.3!                             +  *     !!           .  . 0.           !
 1992.4!                              +*      !!           .  .0 .           !
 1993.1!                              +   *   !!           .  .  0           !
 1993.2!                                +   * !!           .  . 0.           !
 1993.3!                           *     +    !!          0.  .  .           !
 1993.4!                           +  *       !!           .  .0 .           !
 1994.1!                             +    *   !!           .  .  0           !
 1994.2!                               + *    !!           .  .0 .           !
 1994.3!                               +*     !!           .  .0 .           !
 1994.4!                              + *     !!           .  . 0.           !
 1995.1!                              +*      !!           .  .0 .           !
 1995.2!                              + *     !!           .  .0 .           !
 1995.3!                               +  *   !!           .  . 0.           !
 1995.4!                               *+     !!           .  0  .           !
 1996.1!                              +   *   !!           .  . 0.           !
 1996.2!                                + *   !!           .  .0 .           !
 1996.3!                                +     !!           .  0  .           !
 1996.4!                               +  *   !!           .  . 0.           !
 1997.1!                                +*    !!           .  .0 .           !
 1997.2!                               +  *   !!           .  . 0.           !
 1997.3!                                +   * !!           .  .  0           !
 1997.4!                                  +*  !!           .  .0 .           !
 1998.1!                                 +    !!           .  0  .           !
 1998.2!                               +      *!           .  .  .0          !
 1998.3!                                *  +  !!           . 0.  .           !
 1998.4!                               +   *  !!           .  .  0           !
 1999.1!                           *     +    !!          0.  .  .           !
 1999.2!                           +   *      !!           .  . 0.           !
 1999.3!                             *+       !!           .  0  .           !
 1999.4!                           * +        !!           .0 .  .           !
 2000.1!                         * +          !!           . 0.  .           !
 2000.2!                          + *         !!           .  .0 .           !
 2000.3!                            +         !!           .  0  .           !
 2000.4!                            +         !!           . 0.  .           !
 2001.1!                            +         !!           .  0  .           !
 2001.2!                            +         !!           .  0  .           !
 2001.3!                            + *       !!           .  .0 .           !
 2001.4!                              +       !!           .  0  .           !
 2002.1!                             +        !!           .  0  .           !
 2002.2!                           * +        !!           . 0.  .           !
 2002.3!                        *   +         !!           .0 .  .           !
 2002.4!                          +   *       !!           .  .  0           !
 2003.1!                          *  +        !!           .0 .  .           !
 2003.2!                           + *        !!           .  .0 .           !
 2003.3!                        *    +        !!           0  .  .           !
 2003.4!                         *+           !!           .  0  .           !
 2004.1!                          + *         !!           .  .0 .           !
 2004.2!                       *    +         !!          0.  .  .           !
 2004.3!                     *   +            !!           0  .  .           !
 2004.4!                        +*            !!           .  .0 .           !
 2005.1!                         *+           !!           .  0  .           !
 2005.2!                     *    +           !!          0.  .  .           !
 2005.3!                       +  *           !!           .  . 0.           !
 2005.4!                       *  +           !!           .0 .  .           !
 2006.1!                        +             !!           .  0  .           !
 2006.2!                    *    +            !!           0  .  .           !
 2006.3!                     * +              !!           . 0.  .           !
 2006.4!                       +  *           !!           .  . 0.           !
 2007.1!                          +*          !!           .  .0 .           !
 2007.2!                        *  +          !!           .0 .  .           !
 2007.3!                         +*           !!           .  .0 .           !
 2007.4!                       *  +           !!           .0 .  .           !
 2008.1!                        + *           !!           .  .0 .           !
 2008.2!                         *+           !!           . 0.  .           !
 2008.3!                         +  *         !!           .  . 0.           !
 2008.4!                           +*         !!           .  .0 .           !
 2009.1!                     *     +          !!          0.  .  .           !
 2009.2!                     * +              !!           . 0.  .           !
 2009.3!                    *  +              !!           .0 .  .           !
 2009.4!                  *   +               !!           0  .  .           !
 2010.1!                   * +                !!           .0 .  .           !
 2010.2!                     +                !!           .  0  .           !
 2010.3!                    * +               !!           . 0.  .           !
 2010.4!                      +*              !!           .  .0 .           !
 2011.1!                *       +             !!         0 .  .  .           !
 2011.2!               *  +                   !!           .0 .  .           !
 2011.3!                  +    *              !!           .  .  .0          !
 2011.4!                       + *            !!           .  .0 .           !
 2012.1!                     *  +             !!           .0 .  .           !
 2012.2!                     *+               !!           . 0.  .           !
 2012.3!                      +     *         !!           .  .  .0          !
 2012.4!                  *        +          !!         0 .  .  .           !


     23.88 percent of the residuals exceed 1 SE
      3.73 percent of the residuals exceed 2 SE
@@EQ 2236 LAASOTU C LASOTU(-1) PSOTU;SMPL 1992.3 2012.4;OLS;EST 2236 PLOT=0;EN
@@EQ 2237 LAAKOTU C LAKOTU(-1) PKOTU;SMPL 1995.1 2012.4;OLS;EST 2237 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBETU=BEPX$Q/TUPMM;                                                     
 GENR LAABETU=LOG(AABETU+.00001);                                             
 GENR LABETU=LOG(ABETU+.00001);                                               
 LHS AABETU=EXP(LAABETU)-.00001;                                              
  EQ 2238 LAABETU C LABETU(-1) PBETU;                                         
EQUATION 1353  LAABETU  
   RHS     C  LABETU(-1)  PBETU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1353 PLOT=0;END;                                                     

Equation number = 1353
**********************

Dependent variable = LAABETU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.551719909

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.110010299       0.190601813  -5.82371     1.000000
14468 LABETU  ( -1)       0.640018042       0.060157537  10.63903    -3.554181
14466 PBETU   (  0)      -0.143466793       0.094120330  -1.52429     1.163819

SE of equation            =     0.176518168
Sum of squared residuals  =  5.76435275      -0.530873123E-10
Average absolute error    =     0.130710126
Sum of ABS residuals      =  24.5735037    
R squared                 =   0.47212
Durbin-Watson statistic   =   2.30433
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!          *  +                        !!          . 0 .   .          !
 1966.2!    *        +                        !!        0 .   .   .          !
 1966.3!        *+                            !!          .  0.   .          !
 1966.4!     *      +                         !!         0.   .   .          !
 1967.1!          +    *                      !!          .   .   0          !
 1967.2!      *          +                    !!      0   .   .   .          !
 1967.3*           +                          !!     0    .   .   .          !
 1967.4!      *+                              !!          .   0   .          !
 1968.1!         * +                          !!          .  0.   .          !
 1968.2!             +                        !!          .   0   .          !
 1968.3!      *         +                     !!       0  .   .   .          !
 1968.4!           +   *                      !!          .   .  0.          !
 1969.1!                 +       *            !!          .   .   . 0        !
 1969.2!              *         +             !!       0  .   .   .          !
 1969.3!             *  +                     !!          . 0 .   .          !
 1969.4!               *+                     !!          .   0   .          !
 1970.1!                 +     *              !!          .   .   0          !
 1970.2!                  *   +               !!          .0  .   .          !
 1970.3!              *   +                   !!          .0  .   .          !
 1970.4!                +                *    !!          .   .   .       0  !
 1971.1!                        *   +         !!          .0  .   .          !
 1971.2!                  *    +              !!          0   .   .          !
 1971.3!                  *+                  !!          .   0   .          !
 1971.4!    *              +                  !!   0      .   .   .          !
 1972.1!     *    +                           !!          .0  .   .          !
 1972.2!         +            *               !!          .   .   .    0     !
 1972.3!                    +                 !!          .   0   .          !
 1972.4!                   +  *               !!          .   . 0 .          !
 1973.1!        *            +                !!     0    .   .   .          !
 1973.2!           +          *               !!          .   .   .   0      !
 1973.3!                    +    *            !!          .   .   0          !
 1973.4!                    * +               !!          . 0 .   .          !
 1974.1!               *   +                  !!          . 0 .   .          !
 1974.2!                +     *               !!          .   .   0          !
 1974.3!                  *  +                !!          . 0 .   .          !
 1974.4!                * +                   !!          . 0 .   .          !
 1975.1!                 +     *              !!          .   .   0          !
 1975.2!                      +    *          !!          .   .   0          !
 1975.3!            *           +             !!     0    .   .   .          !
 1975.4!              *+                      !!          .   0   .          !
 1976.1!                +                     !!          .   0   .          !
 1976.2!        *        +                    !!       0  .   .   .          !
 1976.3!            +                         !!          .   0   .          !
 1976.4!               +      *               !!          .   .   .0         !
 1977.1!                     + *              !!          .   . 0 .          !
 1977.2!               *      +               !!         0.   .   .          !
 1977.3!                +             *       !!          .   .   .     0    !
 1977.4!                        * +           !!          .  0.   .          !
 1978.1! *                    +               !0          .   .   .          !
 1978.2!       +*                             !!          .   0   .          !
 1978.3!           +*                         !!          .   .0  .          !
 1978.4!   *          +                       !!      0   .   .   .          !
 1979.1!        +     *                       !!          .   .   .0         !
 1979.2!          *     +                     !!          0   .   .          !
 1979.3!         *   +                        !!          .0  .   .          !
 1979.4!             +       *                !!          .   .   . 0        !
 1980.1!                     + *              !!          .   . 0 .          !
 1980.2!                      + *             !!          .   .0  .          !
 1980.3!                      *+              !!          .  0.   .          !
 1980.4!                      +         *     !!          .   .   .   0      !
 1981.1!           *                +         !!  0       .   .   .          !
 1981.2!           +               *          !!          .   .   .      0   !
 1981.3!            *          +              !!      0   .   .   .          !
 1981.4!        *   +                         !!          .0  .   .          !
 1982.1!          +*                          !!          .   0   .          !
 1982.2!        *   +                         !!          .0  .   .          !
 1982.3!          +*                          !!          .   0   .          !
 1982.4!*           +                         !!     0    .   .   .          !
 1983.1!*   +                                 !!          .0  .   .          !
 1983.2!     +         *                      !!          .   .   .  0       !
 1983.3!              *+                      !!          .  0.   .          !
 1983.4!              +*                      !!          .   .0  .          !
 1984.1!               +                      !!          .   0   .          !
 1984.2!               *+                     !!          .   0   .          !
 1984.3!            *   +                     !!          .0  .   .          !
 1984.4!          *  +                        !!          .0  .   .          !
 1985.1!        *   +                         !!          .0  .   .          !
 1985.2!          *+                          !!          .  0.   .          !
 1985.3!             +  *                     !!          .   .  0.          !
 1985.4!              * +                     !!          . 0 .   .          !
 1986.1!               +  *                   !!          .   . 0 .          !
 1986.2!                * +                   !!          .  0.   .          !
 1986.3!            *  +                      !!          . 0 .   .          !
 1986.4!             +      *                 !!          .   .   .0         !
 1987.1!                  +        *          !!          .   .   . 0        !
 1987.2!                      +    *          !!          .   .   0          !
 1987.3!                    *  +              !!          . 0 .   .          !
 1987.4!                  +    *              !!          .   .  0.          !
 1988.1!                *   +                 !!          .0  .   .          !
 1988.2!            *  +                      !!          .0  .   .          !
 1988.3!             +     *                  !!          .   .   0          !
 1988.4!             *   +                    !!          .0  .   .          !
 1989.1!             +       *                !!          .   .   . 0        !
 1989.2!            *      +                  !!         0.   .   .          !
 1989.3!              +   *                   !!          .   .  0.          !
 1989.4!   *             +                    !!    0     .   .   .          !
 1990.1!       +                              !!          .   0   .          !
 1990.2!         *+                           !!          .  0.   .          !
 1990.3!           *+                         !!          .   0   .          !
 1990.4!             +                        !!          .   0   .          !
 1991.1!              +                       !!          .   0   .          !
 1991.2!                +                     !!          .   0   .          !
 1991.3!                +  *                  !!          .   . 0 .          !
 1991.4!           *      +                   !!         0.   .   .          !
 1992.1!         *   +                        !!          .0  .   .          !
 1992.2!        *   +                         !!          .0  .   .          !
 1992.3!    *     +                           !!         0.   .   .          !
 1992.4!        +                             !!          .   0   .          !
 1993.1!    *      +                          !!          0   .   .          !
 1993.2!        *+                            !!          .  0.   .          !
 1993.3!        *   +                         !!          .0  .   .          !
 1993.4!           *+                         !!          .  0.   .          !
 1994.1!        *    +                        !!          0   .   .          !
 1994.2!     *     +                          !!          0   .   .          !
 1994.3!     *   +                            !!          .0  .   .          !
 1994.4!       *+                             !!          .  0.   .          !
 1995.1!          +     *                     !!          .   .   0          !
 1995.2!                +                     !!          .   0   .          !
 1995.3!             *  +                     !!          . 0 .   .          !
 1995.4!               +                      !!          .   0   .          !
 1996.1!             *  +                     !!          . 0 .   .          !
 1996.2!               +   *                  !!          .   .  0.          !
 1996.3!                   +   *              !!          .   .  0.          !
 1996.4!                  *  +                !!          .0  .   .          !
 1997.1!                  +   *               !!          .   .  0.          !
 1997.2!                     +  *             !!          .   . 0 .          !
 1997.3!                       +   *          !!          .   .   0          !
 1997.4!                       * +            !!          .  0.   .          !
 1998.1!                     *+               !!          .  0.   .          !
 1998.2!                    +      *          !!          .   .   .0         !
 1998.3!                        +             !!          .   0   .          !
 1998.4!                      +  *            !!          .   . 0 .          !
 1999.1!                     * +              !!          .  0.   .          !
 1999.2!                     +    *           !!          .   .   0          !
 1999.3!                        + *           !!          .   . 0 .          !
 1999.4!                        +  *          !!          .   . 0 .          !
 2000.1!                         +      *     !!          .   .   .0         !
 2000.2!                            + *       !!          .   . 0 .          !
 2000.3!                           +       *  !!          .   .   . 0        !
 2000.4!                              +   *   !!          .   .  0.          !
 2001.1!                         *   +        !!          .0  .   .          !
 2001.2!                       +   *          !!          .   .  0.          !
 2001.3!                         +  *         !!          .   .  0.          !
 2001.4!                         *+           !!          .   0   .          !
 2002.1!                       +      *       !!          .   .   .0         !
 2002.2!                           + *        !!          .   .0  .          !
 2002.3!                          +   *       !!          .   .  0.          !
 2002.4!                          +    *      !!          .   .  0.          !
 2003.1!                           +          *!          .   .   .   0      !
 2003.2!                          *    +      !!          0   .   .          !
 2003.3!                        +*            !!          .   .0  .          !
 2003.4!                       +      *       !!          .   .   .0         !
 2004.1!                          + *         !!          .   .0  .          !
 2004.2!                         +   *        !!          .   .  0.          !
 2004.3!                          + *         !!          .   .0  .          !
 2004.4!                         + *          !!          .   . 0 .          !
 2005.1!                     *  +             !!          . 0 .   .          !
 2005.2!                    +    *            !!          .   .   0          !
 2005.3!                       +*             !!          .   .0  .          !
 2005.4!                      +*              !!          .   .0  .          !
 2006.1!                      +               !!          .   .0  .          !
 2006.2!                     +                !!          .   0   .          !
 2006.3!                    +  *              !!          .   . 0 .          !
 2006.4!                     + *              !!          .   .0  .          !
 2007.1!                     +*               !!          .   .0  .          !
 2007.2!                    *+                !!          .   0   .          !
 2007.3!                  *+                  !!          .  0.   .          !
 2007.4!                  +*                  !!          .   .0  .          !
 2008.1!                  + *                 !!          .   .0  .          !
 2008.2!                   + *                !!          .   . 0 .          !
 2008.3!               *    +                 !!          0   .   .          !
 2008.4!                + *                   !!          .   .0  .          !
 2009.1!                  +   *               !!          .   .  0.          !
 2009.2!                     +*               !!          .   .0  .          !
 2009.3!                     +       *        !!          .   .   . 0        !
 2009.4!                         +*           !!          .   .0  .          !
 2010.1!                      *+              !!          .  0.   .          !
 2010.2!                     +                !!          .   0   .          !
 2010.3!                    +      *          !!          .   .   .0         !
 2010.4!                       + *            !!          .   .0  .          !
 2011.1!                      + *             !!          .   .0  .          !
 2011.2!                    * +               !!          . 0 .   .          !
 2011.3!                 * +                  !!          .  0.   .          !
 2011.4!                 +     *              !!          .   .   0          !
 2012.1!                    *+                !!          .  0.   .          !
 2012.2!                  *+                  !!          .  0.   .          !
 2012.3!                 *+                   !!          .  0.   .          !
 2012.4!                 +       *            !!          .   .   . 0        !


     26.06 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
@EQ  2239 LAADETU C LADETU(-1) PDETU;SMPL 1966.1 2012.4;OLS;EST 2239 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOTU=NOPX$Q/TUPMM;                                                     
 GENR LAANOTU=LOG(AANOTU+.00001);                                             
 GENR LANOTU=LOG(ANOTU+.00001);                                               
 LHS AANOTU=EXP(LAANOTU)-.00001;                                              
  EQ 2240 LAANOTU C LANOTU(-1) PNOTU;                                         
EQUATION 1354  LAANOTU  
   RHS     C  LANOTU(-1)  PNOTU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1354 PLOT=0;END;                                                     

Equation number = 1354
**********************

Dependent variable = LAANOTU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.363136179

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.123690107       0.333826893  -9.35722     1.000000
14471 LANOTU  ( -1)       0.259589142       0.070455337   3.68445    -5.361366
14469 PNOTU   (  0)      -0.830834393       0.158198104  -5.25186     1.020292

SE of equation            =     0.531028616
Sum of squared residuals  =  52.1684074      -0.195488070E-10
Average absolute error    =     0.419268866
Sum of ABS residuals      =  78.8225467    
R squared                 =   0.29641
Durbin-Watson statistic   =   2.08422
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!           *    +                     !!         .0   .    .         !
 1966.2!               +      *               !!         .    .    .0        !
 1966.3!        *        +                    !!     0   .    .    .         !
 1966.4!              +*                      !!         .    .0   .         !
 1967.1!                +   *                 !!         .    .   0.         !
 1967.2!                  +  *                !!         .    .  0 .         !
 1967.3!                   +              *   !!         .    .    .         0
 1967.4!                      +               *!         .    .    .         0
 1968.1!                      +               !!         .    0    .         !
 1968.2!                   +                  !!         .    0    .         !
 1968.3!               *  +                   !!         . 0  .    .         !
 1968.4!                 +                    !!         .   0.    .         !
 1969.1!                  +   *               !!         .    .   0.         !
 1969.2!                 * +                  !!         .  0 .    .         !
 1969.3!                * +                   !!         .  0 .    .         !
 1969.4!               * +                    !!         . 0  .    .         !
 1970.1!                 +*                   !!         .    .0   .         !
 1970.2!               *  +                   !!         . 0  .    .         !
 1970.3!                 +*                   !!         .    .0   .         !
 1970.4!              *   +                   !!         .0   .    .         !
 1971.1!                 +         *          !!         .    .    .    0    !
 1971.2!                   *+                 !!         .   0.    .         !
 1971.3!                  +  *                !!         .    .  0 .         !
 1971.4!                   +           *      !!         .    .    .      0  !
 1972.1!                      +               !!         .    0    .         !
 1972.2!                  +      *            !!         .    .    . 0       !
 1972.3!                   +    *             !!         .    .    0         !
 1972.4!               *  +                   !!         . 0  .    .         !
 1973.1!                + *                   !!         .    .0   .         !
 1973.2!                +                     !!         .    0    .         !
 1973.3!                +                     !!         .    0    .         !
 1973.4!                +     *               !!         .    .    .0        !
 1974.1!                 +                    !!         .    0    .         !
 1974.2!              * +                     !!         .  0 .    .         !
 1974.3!               +      *               !!         .    .    .0        !
 1974.4!    *            +                    !!  0      .    .    .         !
 1975.1!          * +                         !!         .  0 .    .         !
 1975.2!               +         *            !!         .    .    .    0    !
 1975.3!                   +*                 !!         .    .0   .         !
 1975.4!                * +                   !!         .   0.    .         !
 1976.1!               * +                    !!         .  0 .    .         !
 1976.2!           *    +                     !!         0    .    .         !
 1976.3!               +        *             !!         .    .    .   0     !
 1976.4!                  +  *                !!         .    .  0 .         !
 1977.1!           *     +                    !!        0.    .    .         !
 1977.2!               +                      !!         .    0    .         !
 1977.3!                +            *        !!         .    .    .      0  !
 1977.4!                    +                 !!         .    0    .         !
 1978.1!                 +        *           !!         .    .    .  0      !
 1978.2!       *          +                   !!    0    .    .    .         !
 1978.3!              +          *            !!         .    .    .     0   !
 1978.4!                *  +                  !!         . 0  .    .         !
 1979.1!          *     +                     !!        0.    .    .         !
 1979.2!        *      +                      !!        0.    .    .         !
 1979.3!              +             *         !!         .    .    .       0 !
 1979.4!                  *+                  !!         .   0.    .         !
 1980.1!                +           *         !!         .    .    .     0   !
 1980.2!                   +   *              !!         .    .   0.         !
 1980.3!                  +  *                !!         .    .  0 .         !
 1980.4!                 +  *                 !!         .    . 0  .         !
 1981.1!       *        +                     !!     0   .    .    .         !
 1981.2!      +        *                      !!         .    .    .   0     !
 1981.3!         *  +                         !!         .  0 .    .         !
 1981.4!     * +                              !!         .  0 .    .         !
 1982.1!      +     *                         !!         .    .    .0        !
 1982.2!        * +                           !!         .  0 .    .         !
 1982.3!   *   +                              !!         .0   .    .         !
 1982.4!      +            *                  !!         .    .    .      0  !
 1983.1!        * +                           !!         .   0.    .         !
 1983.2!        + *                           !!         .    . 0  .         !
 1983.3!          +                           !!         .    .0   .         !
 1983.4!     *   +                            !!         . 0  .    .         !
 1984.1!   *    +                             !!         0    .    .         !
 1984.2!       *+                             !!         .   0.    .         !
 1984.3!       *  +                           !!         .  0 .    .         !
 1984.4*        +                             !!      0  .    .    .         !
 1985.1!  *    +                              !!         0    .    .         !
 1985.2!        +    *                        !!         .    .    0         !
 1985.3!            +    *                    !!         .    .    0         !
 1985.4!     *      +                         !!       0 .    .    .         !
 1986.1! *         +                          !!     0   .    .    .         !
 1986.2!     *      +                         !!        0.    .    .         !
 1986.3!           *+                         !!         .  0 .    .         !
 1986.4!         *    +                       !!         .0   .    .         !
 1987.1!        *    +                        !!         0    .    .         !
 1987.2!             +     *                  !!         .    .    .0        !
 1987.3!               *+                     !!         .   0.    .         !
 1987.4!               +                      !!         .    0    .         !
 1988.1!                +   *                 !!         .    .   0.         !
 1988.2!        *       +                     !!      0  .    .    .         !
 1988.3!             +  *                     !!         .    . 0  .         !
 1988.4!               + *                    !!         .    .0   .         !
 1989.1!          *    +                      !!         0    .    .         !
 1989.2!              +   *                   !!         .    .   0.         !
 1989.3!            *   +                     !!         .0   .    .         !
 1989.4!               +                      !!         .    .0   .         !
 1990.1!             * +                      !!         .  0 .    .         !
 1990.2!          *    +                      !!         0    .    .         !
 1990.3!              +     *                 !!         .    .    0         !
 1990.4!                +    *                !!         .    .    0         !
 1991.1!             *   +                    !!         .0   .    .         !
 1991.2!       *        +                     !!     0   .    .    .         !
 1991.3!              +     *                 !!         .    .    0         !
 1991.4!           *      +                   !!       0 .    .    .         !
 1992.1!               +   *                  !!         .    .   0.         !
 1992.2!                  +      *            !!         .    .    . 0       !
 1992.3!                 * +                  !!         .  0 .    .         !
 1992.4!          *      +                    !!        0.    .    .         !
 1993.1!               +    *                 !!         .    .    0         !
 1993.2!          *        +                  !!      0  .    .    .         !
 1993.3!               * +                    !!         .   0.    .         !
 1993.4!           *      +                   !!       0 .    .    .         !
 1994.1!           *     +                    !!        0.    .    .         !
 1994.2!                +                     !!         .    0    .         !
 1994.3!              *  +                    !!         . 0  .    .         !
 1994.4!          *     +                     !!        0.    .    .         !
 1995.1!               +*                     !!         .    0    .         !
 1995.2!     *           +                    !!  0      .    .    .         !
 1995.3!               +*                     !!         .    .0   .         !
 1995.4!           *      +                   !!        0.    .    .         !
 1996.1!             *   +                    !!         .0   .    .         !
 1996.2!         *       +                    !!      0  .    .    .         !
 1996.3!                +  *                  !!         .    .  0 .         !
 1996.4!             *    +                   !!         0    .    .         !
 1997.1!              * +                     !!         .  0 .    .         !
 1997.2!                * +                   !!         .   0.    .         !
 1997.3!                  +     *             !!         .    .    0         !
 1997.4!               *    +                 !!         0    .    .         !
 1998.1!           *      +                   !!       0 .    .    .         !
 1998.2!                *+                    !!         .   0.    .         !
 1998.3!                   + *                !!         .    . 0  .         !
 1998.4!                  *  +                !!         . 0  .    .         !
 1999.1!              *     +                 !!         0    .    .         !
 1999.2!              *   +                   !!         .0   .    .         !
 1999.3!                 +      *             !!         .    .    .0        !
 1999.4!                 *  +                 !!         . 0  .    .         !
 2000.1!                *+                    !!         .   0.    .         !
 2000.2!                 +                    !!         .    0    .         !
 2000.3!                +                     !!         .    0    .         !
 2000.4!           *    +                     !!         0    .    .         !
 2001.1!               +*                     !!         .    .0   .         !
 2001.2!                +   *                 !!         .    .   0.         !
 2001.3!                  +   *               !!         .    .   0.         !
 2001.4!                   +  *               !!         .    . 0  .         !
 2002.1!                   +   *              !!         .    .    0         !
 2002.2!                   +    *             !!         .    .    0         !
 2002.3!                   +  *               !!         .    .  0 .         !
 2002.4!                  +  *                !!         .    .  0 .         !
 2003.1!                  + *                 !!         .    . 0  .         !
 2003.2!                  +*                  !!         .    0    .         !
 2003.3!                  +      *            !!         .    .    . 0       !
 2003.4!                   +   *              !!         .    .   0.         !
 2004.1!                   +*                 !!         .    .0   .         !
 2004.2!              *  +                    !!         .0   .    .         !
 2004.3!               +     *                !!         .    .    0         !
 2004.4!                 +                    !!         .    0    .         !
 2005.1!         *     +                      !!        0.    .    .         !
 2005.2!        *    +                        !!         0    .    .         !
 2005.3!            +     *                   !!         .    .    .0        !
 2005.4!           *  +                       !!         .0   .    .         !
 2006.1!            +  *                      !!         .    .  0 .         !
 2006.2!         *  +                         !!         . 0  .    .         !
 2006.3!           + *                        !!         .    . 0  .         !
 2006.4!             +*                       !!         .    .0   .         !
 2007.1!        *    +                        !!         0    .    .         !
 2007.2!        *  +                          !!         . 0  .    .         !
 2007.3!           +                          !!         .    0    .         !
 2007.4!      *   +                           !!         .0   .    .         !
 2008.1!*        +                            !!      0  .    .    .         !
 2008.2!      +                               !!         .    0    .         !
 2008.3!        +*                            !!         .    0    .         !
 2008.4!   *        +                         !!      0  .    .    .         !
 2009.1!           +   *                      !!         .    .   0.         !
 2009.2!              +  *                    !!         .    .  0 .         !
 2009.3!               +     *                !!         .    .    .0        !
 2009.4!               +  *                   !!         .    .  0 .         !
 2010.1!           *  +                       !!         . 0  .    .         !
 2010.2!        *   +                         !!         .0   .    .         !
 2010.3!           +   *                      !!         .    .  0 .         !
 2010.4!         *  +                         !!         . 0  .    .         !
 2011.1!          +                           !!         .    0    .         !
 2011.2!        * +                           !!         .  0 .    .         !
 2011.3!          +       *                   !!         .    .    .  0      !
 2011.4!            +                         !!         .    0    .         !
 2012.1!          +   *                       !!         .    .   0.         !
 2012.2!           +*                         !!         .    .0   .         !
 2012.3!          +   *                       !!         .    .   0.         !
 2012.4!           +                          !!         .    .0   .         !


     30.32 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWTU=SWPX$Q/TUPMM;                                                     
 GENR LAASWTU=LOG(AASWTU+.00001);                                             
 GENR LASWTU=LOG(ASWTU+.00001);                                               
 LHS AASWTU=EXP(LAASWTU)-.00001;                                              
  EQ 2241 LAASWTU C LASWTU(-1) PSWTU;                                         
EQUATION 1355  LAASWTU  
   RHS     C  LASWTU(-1)  PSWTU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1355 PLOT=0;END;                                                     

Equation number = 1355
**********************

Dependent variable = LAASWTU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.525927764

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.571383386       0.249737588  -6.29214     1.000000
14474 LASWTU  ( -1)       0.601980852       0.062258205   9.66910    -4.527382
14472 PSWTU   (  0)      -0.168211788       0.094152936  -1.78658     1.362253

SE of equation            =     0.247393645
Sum of squared residuals  =  11.3226689       0.147881707E-10
Average absolute error    =     0.190208889
Sum of ABS residuals      =  35.7592711    
R squared                 =   0.43864
Durbin-Watson statistic   =   2.17485
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!            +                         !!         .    0    .         !
 1966.2!             +*                       !!         .    .0   .         !
 1966.3!              + *                     !!         .    . 0  .         !
 1966.4!               +                      !!         .   0.    .         !
 1967.1!              + *                     !!         .    .0   .         !
 1967.2!              * +                     !!         .   0.    .         !
 1967.3!               +     *                !!         .    .    . 0       !
 1967.4!                  *+                  !!         .  0 .    .         !
 1968.1!                +                     !!         .    0    .         !
 1968.2!                + *                   !!         .    . 0  .         !
 1968.3!            *    +                    !!         0    .    .         !
 1968.4!      *       +                       !!       0 .    .    .         !
 1969.1!          +        *                  !!         .    .    .   0     !
 1969.2!                  +    *              !!         .    .    0         !
 1969.3!                  * +                 !!         . 0  .    .         !
 1969.4!            *    +                    !!         0    .    .         !
 1970.1!       *     +                        !!        0.    .    .         !
 1970.2!          *+                          !!         .    0    .         !
 1970.3!            +  *                      !!         .    .  0 .         !
 1970.4!               +*                     !!         .    0    .         !
 1971.1!                +     *               !!         .    .    .0        !
 1971.2!                   +                  !!         .    0    .         !
 1971.3!                  +                   !!         .    0    .         !
 1971.4!                 +*                   !!         .    .0   .         !
 1972.1!               * +                    !!         .  0 .    .         !
 1972.2!      *        +                      !!     0   .    .    .         !
 1972.3!         +    *                       !!         .    .   0.         !
 1972.4!          *   +                       !!         .0   .    .         !
 1973.1!            +  *                      !!         .    .  0 .         !
 1973.2!       *      +                       !!       0 .    .    .         !
 1973.3!         +     *                      !!         .    .    0         !
 1973.4!       *      +                       !!       0 .    .    .         !
 1974.1!         +*                           !!         .    .0   .         !
 1974.2!            +                         !!         .    0    .         !
 1974.3!            *+                        !!         .    0    .         !
 1974.4!     *       +                        !!      0  .    .    .         !
 1975.1!     *  +                             !!         .0   .    .         !
 1975.2!        *+                            !!         .    0    .         !
 1975.3!      *    +                          !!         0    .    .         !
 1975.4!      *  +                            !!         . 0  .    .         !
 1976.1!          +*                          !!         .    .0   .         !
 1976.2!         *  +                         !!         . 0  .    .         !
 1976.3!           +    *                     !!         .    .    0         !
 1976.4!                +*                    !!         .    .0   .         !
 1977.1!         *      +                     !!       0 .    .    .         !
 1977.2!           +  *                       !!         .    . 0  .         !
 1977.3!     *        +                       !!     0   .    .    .         !
 1977.4!         +        *                   !!         .    .    .  0      !
 1978.1!                 + *                  !!         .    . 0  .         !
 1978.2!        *         +                   !!     0   .    .    .         !
 1978.3!         * +                          !!         .  0 .    .         !
 1978.4*           +                          !!  0      .    .    .         !
 1979.1!     +     *                          !!         .    .    0         !
 1979.2!             +   *                    !!         .    .    0         !
 1979.3!             *   +                    !!         . 0  .    .         !
 1979.4!              +  *                    !!         .    . 0  .         !
 1980.1!                +        *            !!         .    .    .   0     !
 1980.2!             *        +               !!      0  .    .    .         !
 1980.3!             * +                      !!         .  0 .    .         !
 1980.4!              +*                      !!         .    .0   .         !
 1981.1!*              +                      !0         .    .    .         !
 1981.2!    +         *                       !!         .    .    .    0    !
 1981.3!              +    *                  !!         .    .    0         !
 1981.4!            *   +                     !!         .0   .    .         !
 1982.1!          *+                          !!         .   0.    .         !
 1982.2!           +    *                     !!         .    .    0         !
 1982.3!              +     *                 !!         .    .    .0        !
 1982.4!               * +                    !!         .  0 .    .         !
 1983.1!           *  +                       !!         .  0 .    .         !
 1983.2!           + *                        !!         .    .0   .         !
 1983.3!             +*                       !!         .    .0   .         !
 1983.4!      *       +                       !!      0  .    .    .         !
 1984.1!         + *                          !!         .    .  0 .         !
 1984.2!            +*                        !!         .    0    .         !
 1984.3!           * +                        !!         .  0 .    .         !
 1984.4!        *   +                         !!         .0   .    .         !
 1985.1!          +       *                   !!         .    .    .  0      !
 1985.2!       *         +                    !!     0   .    .    .         !
 1985.3!          +  *                        !!         .    .  0 .         !
 1985.4!              +                       !!         .    0    .         !
 1986.1!        *     +                       !!         0    .    .         !
 1986.2!           +   *                      !!         .    .   0.         !
 1986.3!        *     +                       !!        0.    .    .         !
 1986.4!      *   +                           !!         . 0  .    .         !
 1987.1!   *     +                            !!        0.    .    .         !
 1987.2!      +    *                          !!         .    .    0         !
 1987.3!          * +                         !!         .  0 .    .         !
 1987.4!           +                          !!         .    0    .         !
 1988.1!        *   +                         !!         . 0  .    .         !
 1988.2!       *  +                           !!         . 0  .    .         !
 1988.3!         + *                          !!         .    . 0  .         !
 1988.4!           +      *                   !!         .    .    . 0       !
 1989.1!               + *                    !!         .    . 0  .         !
 1989.2!               +                      !!         .    0    .         !
 1989.3!            * +                       !!         .  0 .    .         !
 1989.4!      *      +                        !!       0 .    .    .         !
 1990.1!        +   *                         !!         .    .   0.         !
 1990.2!            + *                       !!         .    . 0  .         !
 1990.3!              +                       !!         .    0    .         !
 1990.4!          *   +                       !!         .0   .    .         !
 1991.1!          * +                         !!         .   0.    .         !
 1991.2!            +                         !!         .    .0   .         !
 1991.3!             +   *                    !!         .    .   0.         !
 1991.4!   *            +                     !!  0      .    .    .         !
 1992.1!       +                              !!         .    .0   .         !
 1992.2!      *   +                           !!         .0   .    .         !
 1992.3!        *+                            !!         .   0.    .         !
 1992.4!          +    *                      !!         .    .    0         !
 1993.1!              *+                      !!         .    0    .         !
 1993.2!               +*                     !!         .    .0   .         !
 1993.3!                +   *                 !!         .    .  0 .         !
 1993.4!              *    +                  !!         .0   .    .         !
 1994.1!               + *                    !!         .    . 0  .         !
 1994.2!        *       +                     !!       0 .    .    .         !
 1994.3!           +                          !!         .    .0   .         !
 1994.4!        *   +                         !!         .0   .    .         !
 1995.1!          +  *                        !!         .    .  0 .         !
 1995.2!              +*                      !!         .    . 0  .         !
 1995.3!               + *                    !!         .    . 0  .         !
 1995.4!              * +                     !!         .  0 .    .         !
 1996.1!              +   *                   !!         .    .   0.         !
 1996.2!                 +*                   !!         .    .0   .         !
 1996.3!                 +    *               !!         .    .    0         !
 1996.4!                   + *                !!         .    . 0  .         !
 1997.1!                  +    *              !!         .    .    0         !
 1997.2!                    + *               !!         .    . 0  .         !
 1997.3!                    +     *           !!         .    .    .0        !
 1997.4!                    * +               !!         .  0 .    .         !
 1998.1!                 *+                   !!         .  0 .    .         !
 1998.2!                +     *               !!         .    .    0         !
 1998.3!                   +          *       !!         .    .    .    0    !
 1998.4!                         +    *       !!         .    .    0         !
 1999.1!                        +     *       !!         .    .    0         !
 1999.2!                        +             *!         .    .    .       0 !
 1999.3!                             +        *!         .    .    .  0      !
 1999.4!                             + *      !!         .    .0   .         !
 2000.1!                         +     *      !!         .    .    .0        !
 2000.2!                         +      *     !!         .    .    . 0       !
 2000.3!                          + *         !!         .    .  0 .         !
 2000.4!                *       +             !!      0  .    .    .         !
 2001.1!               *+                     !!         .   0.    .         !
 2001.2!                +    *                !!         .    .    0         !
 2001.3!                *  +                  !!         . 0  .    .         !
 2001.4!           *    +                     !!         0    .    .         !
 2002.1!             +  *                     !!         .    .  0 .         !
 2002.2!            *   +                     !!         .0   .    .         !
 2002.3!              +*                      !!         .    .0   .         !
 2002.4!                + *                   !!         .    . 0  .         !
 2003.1!                  +  *                !!         .    .   0.         !
 2003.2!               *   +                  !!         0    .    .         !
 2003.3!               +*                     !!         .    .0   .         !
 2003.4!                +  *                  !!         .    . 0  .         !
 2004.1!                * +                   !!         .  0 .    .         !
 2004.2!             *  +                     !!         . 0  .    .         !
 2004.3!               +  *                   !!         .    .  0 .         !
 2004.4!                 +*                   !!         .    .0   .         !
 2005.1!                 +   *                !!         .    .   0.         !
 2005.2!                *   +                 !!         .0   .    .         !
 2005.3!                +                     !!         .    0    .         !
 2005.4!               * +                    !!         .  0 .    .         !
 2006.1!                + *                   !!         .    .  0 .         !
 2006.2!               *  +                   !!         . 0  .    .         !
 2006.3!               + *                    !!         .    . 0  .         !
 2006.4!            *    +                    !!         0    .    .         !
 2007.1!              +                       !!         .    .0   .         !
 2007.2!               +                      !!         .    0    .         !
 2007.3!             *  +                     !!         .  0 .    .         !
 2007.4!          *    +                      !!         0    .    .         !
 2008.1!             +*                       !!         .    .0   .         !
 2008.2!              *+                      !!         .   0.    .         !
 2008.3!               +*                     !!         .    .0   .         !
 2008.4!                 +   *                !!         .    .   0.         !
 2009.1!                    +      *          !!         .    .    . 0       !
 2009.2!                     * +              !!         .   0.    .         !
 2009.3!                    +*                !!         .    .0   .         !
 2009.4!                  *+                  !!         .  0 .    .         !
 2010.1!                 +                    !!         .   0.    .         !
 2010.2!              *  +                    !!         . 0  .    .         !
 2010.3!               +  *                   !!         .    .  0 .         !
 2010.4!                 *+                   !!         .   0.    .         !
 2011.1!                *+                    !!         .    0    .         !
 2011.2!                 +*                   !!         .    . 0  .         !
 2011.3!                  +*                  !!         .    .0   .         !
 2011.4!                  +*                  !!         .    .0   .         !
 2012.1!               *  +                   !!         . 0  .    .         !
 2012.2!              * +                     !!         .  0 .    .         !
 2012.3!               + *                    !!         .    . 0  .         !
 2012.4!                *+                    !!         .   0.    .         !


     30.85 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ  2242 LAAGRTU C LAGRTU(-1) PGRTU;SMPL 1969.3 2012.4;OLS;EST 2242 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRTU=IRPX$Q/TUPMM;                                                     
 GENR LAAIRTU=LOG(AAIRTU+.00001);                                             
 GENR LAIRTU=LOG(AIRTU+.00001);                                               
 LHS AAIRTU=EXP(LAAIRTU)-.00001;                                              
  EQ 2243 LAAIRTU C LAIRTU(-1) PIRTU;                                         
EQUATION 1356  LAAIRTU  
   RHS     C  LAIRTU(-1)  PIRTU  
 SMPL 1980.1 2012.4;                                                          
Sample period is now  1980.1 to  2012.4 Internally:   113 to   244
 OLS;EST 1356 PLOT=0;END;                                                     

Equation number = 1356
**********************

Dependent variable = LAAIRTU 

 1980.1 -   2012.4,    0 missing obs.,  132 obs. used.

Mean of dependent variable       -6.299694783

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.827187308       0.254239624  -3.25357     1.000000
14477 LAIRTU  ( -1)       0.695698150       0.064913853  10.71725    -6.309539
14475 PIRTU   (  0)      -0.764793516       0.211559192  -3.61503     1.416033

SE of equation            =     0.508643402
Sum of squared residuals  =  33.3746362       0.240429898E-11
Average absolute error    =     0.296213841
Sum of ABS residuals      =  39.1002270    
R squared                 =   0.79887
Durbin-Watson statistic   =   2.31773
SMPL and No. Obs.         = 1980.1   2012.4    132

Plot of actual(*) and fitted(+) values and residuals(0)


 1980.1!              *      +                !!         0 .  .  .           !
 1980.2!                  +  *                !!           .  . 0.           !
 1980.3!       *               +              !!    0      .  .  .           !
 1980.4*              +                       !!    0      .  .  .           !
 1981.1!        +*                            !!           .  0  .           !
 1981.2!         +                            !!           .  0  .           !
 1981.3!            +                    *    !!           .  .  .         0 !
 1981.4!  *                       +           !0           .  .  .           !
 1982.1!     + *                              !!           .  .0 .           !
 1982.2!      *  +                            !!           .0 .  .           !
 1982.3!     *  +                             !!           .0 .  .           !
 1982.4!       +                              !!           .  0  .           !
 1983.1!       +        *                     !!           .  .  .  0        !
 1983.2!              +                       !!           .  0  .           !
 1983.3!             * +                      !!           . 0.  .           !
 1983.4!         *   +                        !!           .0 .  .           !
 1984.1!           +*                         !!           .  .0 .           !
 1984.2!             *+                       !!           .  0  .           !
 1984.3!          *    +                      !!           0  .  .           !
 1984.4!           +                          !!           .  0  .           !
 1985.1!             +                        !!           .  0  .           !
 1985.2!             * +                      !!           . 0.  .           !
 1985.3!              + *                     !!           .  .0 .           !
 1985.4!                +*                    !!           .  .0 .           !
 1986.1!                 +                    !!           .  0  .           !
 1986.2!          *      +                    !!         0 .  .  .           !
 1986.3!           +   *                      !!           .  .  0           !
 1986.4!               +                      !!           .  0  .           !
 1987.1!             *  +                     !!           .0 .  .           !
 1987.2!              +    *                  !!           .  .  0           !
 1987.3!                *  +                  !!           .0 .  .           !
 1987.4!                 +*                   !!           .  .0 .           !
 1988.1!                  +*                  !!           .  0  .           !
 1988.2!               *  +                   !!           .0 .  .           !
 1988.3!              * +                     !!           . 0.  .           !
 1988.4!              +                       !!           .  0  .           !
 1989.1!              +*                      !!           .  .0 .           !
 1989.2!                + *                   !!           .  .0 .           !
 1989.3!                * +                   !!           . 0.  .           !
 1989.4!                *+                    !!           . 0.  .           !
 1990.1!                +*                    !!           .  .0 .           !
 1990.2!                 +        *           !!           .  .  .  0        !
 1990.3!                   *     +            !!          0.  .  .           !
 1990.4!                     + *              !!           .  .0 .           !
 1991.1!                       +              !!           .  0  .           !
 1991.2!                       *+             !!           .  0  .           !
 1991.3!                      * +             !!           . 0.  .           !
 1991.4!                      +*              !!           .  .0 .           !
 1992.1!                       +              !!           .  0  .           !
 1992.2!                   *   +              !!           0  .  .           !
 1992.3!                  * +                 !!           . 0.  .           !
 1992.4!                   + *                !!           .  .0 .           !
 1993.1!                     +  *             !!           .  . 0.           !
 1993.2!                       *+             !!           . 0.  .           !
 1993.3!                        +   *         !!           .  . 0.           !
 1993.4!                        *   +         !!           .0 .  .           !
 1994.1!                       * +            !!           . 0.  .           !
 1994.2!                       +    *         !!           .  .  .0          !
 1994.3!                      *   +           !!           0  .  .           !
 1994.4!                     +   *            !!           .  . 0.           !
 1995.1!                        + *           !!           .  . 0.           !
 1995.2!                         + *          !!           .  .0 .           !
 1995.3!                           +  *       !!           .  . 0.           !
 1995.4!                            *+        !!           .  0  .           !
 1996.1!                            +         !!           .  0  .           !
 1996.2!                           +          !!           .  0  .           !
 1996.3!                           +  *       !!           .  . 0.           !
 1996.4!                             +        !!           .  0  .           !
 1997.1!                            +         !!           .  0  .           !
 1997.2!                           +   *      !!           .  . 0.           !
 1997.3!                              + *     !!           .  .0 .           !
 1997.4!                               +      !!           .  0  .           !
 1998.1!                            * +       !!           . 0.  .           !
 1998.2!                            +    *    !!           .  .  .0          !
 1998.3!                               +*     !!           .  0  .           !
 1998.4!                               +*     !!           .  .0 .           !
 1999.1!                              +   *   !!           .  . 0.           !
 1999.2!                               + *    !!           .  .0 .           !
 1999.3!                               +   *  !!           .  . 0.           !
 1999.4!                                 +  * !!           .  . 0.           !
 2000.1!                                  +  *!!           .  . 0.           !
 2000.2!                                   + *!!           .  .0 .           !
 2000.3!                                   +  !!           .  0  .           !
 2000.4!                                  +  *!!           .  . 0.           !
 2001.1!                                   +* !!           .  .0 .           !
 2001.2!                                  + * !!           .  .0 .           !
 2001.3!                                 +   *!!           .  . 0.           !
 2001.4!                                  + * !!           .  .0 .           !
 2002.1!                                  +*  !!           .  .0 .           !
 2002.2!                                 +    *!           .  .  0           !
 2002.3!                                   +* !!           .  .0 .           !
 2002.4!                                  +   !!           .  0  .           !
 2003.1!                                +   * !!           .  . 0.           !
 2003.2!                                  +  *!!           .  . 0.           !
 2003.3!                                 *+   !!           . 0.  .           !
 2003.4!                                +     !!           .  0  .           !
 2004.1!                               +*     !!           .  .0 .           !
 2004.2!                               +      !!           .  0  .           !
 2004.3!                               +  *   !!           .  . 0.           !
 2004.4!                                 +    !!           .  0  .           !
 2005.1!                                +     !!           .  0  .           !
 2005.2!                                +     !!           .  0  .           !
 2005.3!                                +*    !!           .  .0 .           !
 2005.4!                               * +    !!           . 0.  .           !
 2006.1!                                +*    !!           .  .0 .           !
 2006.2!                                 +    !!           .  0  .           !
 2006.3!                                *+    !!           . 0.  .           !
 2006.4!                                +     !!           .  0  .           !
 2007.1!                                + *   !!           .  .0 .           !
 2007.2!                                  +*  !!           .  .0 .           !
 2007.3!                               *  +   !!           .0 .  .           !
 2007.4!                            *   +     !!           .0 .  .           !
 2008.1!                              +*      !!           .  .0 .           !
 2008.2!                                +     !!           .  0  .           !
 2008.3!                                *+    !!           . 0.  .           !
 2008.4!                               * +    !!           . 0.  .           !
 2009.1!                                + *   !!           .  .0 .           !
 2009.2!                                 + *  !!           .  .0 .           !
 2009.3!                                   +  !!           .  0  .           !
 2009.4!                                *  +  !!           .0 .  .           !
 2010.1!                                 +    !!           .  0  .           !
 2010.2!                                 *+   !!           .  0  .           !
 2010.3!                                * +   !!           . 0.  .           !
 2010.4!                                *+    !!           . 0.  .           !
 2011.1!                               * +    !!           . 0.  .           !
 2011.2!                                *+    !!           . 0.  .           !
 2011.3!                                *+    !!           . 0.  .           !
 2011.4!                              *  +    !!           .0 .  .           !
 2012.1!                               *+     !!           .  0  .           !
 2012.2!                                +     !!           .  0  .           !
 2012.3!                                *+    !!           . 0.  .           !
 2012.4!                              *  +    !!           .0 .  .           !


     10.61 percent of the residuals exceed 1 SE
      4.55 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOTU=POPX$Q/TUPMM;                                                     
 GENR LAAPOTU=LOG(AAPOTU+.00001);                                             
 GENR LAPOTU=LOG(APOTU+.00001);                                               
 LHS AAPOTU=EXP(LAAPOTU)-.00001;                                              
  EQ 2244 LAAPOTU C LAPOTU(-1) PPOTU;                                         
EQUATION 1357  LAAPOTU  
   RHS     C  LAPOTU(-1)  PPOTU  
 SMPL 1980.3 2012.4;                                                          
Sample period is now  1980.3 to  2012.4 Internally:   115 to   244
 OLS;EST 1357 PLOT=0;END;                                                     

Equation number = 1357
**********************

Dependent variable = LAAPOTU 

 1980.3 -   2012.4,    0 missing obs.,  130 obs. used.

Mean of dependent variable       -6.583164681

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.687604070       0.440265312  -6.10451     1.000000
14480 LAPOTU  ( -1)       0.479415786       0.081644313   5.87200    -6.576227
14478 PPOTU   (  0)      -0.512705856       0.170407585  -3.00870     1.448811

SE of equation            =     0.582936414
Sum of squared residuals  =  43.1564876      -0.312549986E-11
Average absolute error    =     0.395779989
Sum of ABS residuals      =  51.4513986    
R squared                 =   0.44096
Durbin-Watson statistic   =   1.92750
SMPL and No. Obs.         = 1980.3   2012.4    130

Plot of actual(*) and fitted(+) values and residuals(0)


 1980.3!                                    + *!          .   .0  .          !
 1980.4!                            *      +  !!        0 .   .   .          !
 1981.1!               *             +        !!  0       .   .   .          !
 1981.2!               *   +                  !!          .0  .   .          !
 1981.3!          *         +                 !!      0   .   .   .          !
 1981.4*                 +                    !0          .   .   .          !
 1982.1!           +      *                   !!          .   .   . 0        !
 1982.2!                     +           *    !!          .   .   .     0    !
 1982.3!                           + *        !!          .   .0  .          !
 1982.4!                         +       *    !!          .   .   .  0       !
 1983.1!                           + *        !!          .   . 0 .          !
 1983.2!                   *     +            !!         0.   .   .          !
 1983.3!    *                +                !0          .   .   .          !
 1983.4!             +       *                !!          .   .   .  0       !
 1984.1!                      +    *          !!          .   .   0          !
 1984.2!                         +      *     !!          .   .   . 0        !
 1984.3!                       *   +          !!          0   .   .          !
 1984.4!                     +         *      !!          .   .   .   0      !
 1985.1!                          +    *      !!          .   .   .0         !
 1985.2!                           +   *      !!          .   .   0          !
 1985.3!                     *     +          !!         0.   .   .          !
 1985.4!                       +           *  !!          .   .   .     0    !
 1986.1!                         *    +       !!          0   .   .          !
 1986.2!                  *       +           !!        0 .   .   .          !
 1986.3!                  *   +               !!          .0  .   .          !
 1986.4!                      + *             !!          .   . 0 .          !
 1987.1!               *         +            !!      0   .   .   .          !
 1987.2!                     +    *           !!          .   .   .0         !
 1987.3!                         *+           !!          .  0.   .          !
 1987.4!                       *  +           !!          .0  .   .          !
 1988.1!                *        +            !!      0   .   .   .          !
 1988.2!                      +       *       !!          .   .   .  0       !
 1988.3!                           +*         !!          .   .0  .          !
 1988.4!               *           +          !!    0     .   .   .          !
 1989.1!                 *  +                 !!          . 0 .   .          !
 1989.2!                *     +               !!         0.   .   .          !
 1989.3!                      +    *          !!          .   .   .0         !
 1989.4!                            + *       !!          .   .  0.          !
 1990.1!                           *+         !!          .  0.   .          !
 1990.2!                           + *        !!          .   . 0 .          !
 1990.3!                     *       +        !!       0  .   .   .          !
 1990.4!                          + *         !!          .   .0  .          !
 1991.1!                           * +        !!          .  0.   .          !
 1991.2!                           *+         !!          .  0.   .          !
 1991.3!                    *       +         !!        0 .   .   .          !
 1991.4!                       * +            !!          .  0.   .          !
 1992.1!                     *    +           !!          0   .   .          !
 1992.2!                  *      +            !!        0 .   .   .          !
 1992.3!                        +         *   !!          .   .   .    0     !
 1992.4!                           *   +      !!          0   .   .          !
 1993.1!                           +*         !!          .   0   .          !
 1993.2!                            +*        !!          .   .0  .          !
 1993.3!                             + *      !!          .   .0  .          !
 1993.4!                           *  +       !!          .0  .   .          !
 1994.1!                          * +         !!          .  0.   .          !
 1994.2!                           +  *       !!          .   .  0.          !
 1994.3!                             +        !!          .   0   .          !
 1994.4!                          * +         !!          . 0 .   .          !
 1995.1!                           +*         !!          .   .0  .          !
 1995.2!                            + *       !!          .   . 0 .          !
 1995.3!                              + *     !!          .   . 0 .          !
 1995.4!                            *  +      !!          . 0 .   .          !
 1996.1!                             +*       !!          .   .0  .          !
 1996.2!                              +       !!          .   .0  .          !
 1996.3!                            * +       !!          . 0 .   .          !
 1996.4!                             +*       !!          .   .0  .          !
 1997.1!                              +       !!          .   0   .          !
 1997.2!                             +  *     !!          .   . 0 .          !
 1997.3!                               +*     !!          .   .0  .          !
 1997.4!                               + *    !!          .   .0  .          !
 1998.1!                             * +      !!          . 0 .   .          !
 1998.2!                             +*       !!          .   .0  .          !
 1998.3!                            * +       !!          . 0 .   .          !
 1998.4!                             +*       !!          .   .0  .          !
 1999.1!                           *  +       !!          .0  .   .          !
 1999.2!                            +         !!          .   .0  .          !
 1999.3!                             +        !!          .   0   .          !
 1999.4!                             +        !!          .   0   .          !
 2000.1!                            *+        !!          .  0.   .          !
 2000.2!                            *+        !!          .   0   .          !
 2000.3!                             +*       !!          .   .0  .          !
 2000.4!                              + *     !!          .   . 0 .          !
 2001.1!                           *  +       !!          .0  .   .          !
 2001.2!                            +  *      !!          .   .  0.          !
 2001.3!                              +       !!          .   0   .          !
 2001.4!                             +*       !!          .   .0  .          !
 2002.1!                             +        !!          .   0   .          !
 2002.2!                             + *      !!          .   . 0 .          !
 2002.3!                              +*      !!          .   .0  .          !
 2002.4!                               + *    !!          .   . 0 .          !
 2003.1!                               +      !!          .   0   .          !
 2003.2!                               +  *   !!          .   .  0.          !
 2003.3!                                + *   !!          .   . 0 .          !
 2003.4!                                +   * !!          .   .  0.          !
 2004.1!                               * +    !!          . 0 .   .          !
 2004.2!                               + *    !!          .   . 0 .          !
 2004.3!                                +   * !!          .   .  0.          !
 2004.4!                                 +    !!          .   0   .          !
 2005.1!                                + *   !!          .   .0  .          !
 2005.2!                                +  *  !!          .   . 0 .          !
 2005.3!                                 +   *!!          .   .  0.          !
 2005.4!                                  +   !!          .   0   .          !
 2006.1!                                + *   !!          .   . 0 .          !
 2006.2!                                 +    !!          .   .0  .          !
 2006.3!                                +*    !!          .   .0  .          !
 2006.4!                                + *   !!          .   . 0 .          !
 2007.1!                                 +    !!          .   .0  .          !
 2007.2!                                +     !!          .   0   .          !
 2007.3!                                +*    !!          .   .0  .          !
 2007.4!                                +*    !!          .   .0  .          !
 2008.1!                                 +    !!          .   0   .          !
 2008.2!                                + *   !!          .   .0  .          !
 2008.3!                                *+    !!          .  0.   .          !
 2008.4!                             *  +     !!          . 0 .   .          !
 2009.1!                              +       !!          .   0   .          !
 2009.2!                               +  *   !!          .   .  0.          !
 2009.3!                                 +  * !!          .   . 0 .          !
 2009.4!                                  +   !!          .   .0  .          !
 2010.1!                                 +    !!          .   0   .          !
 2010.2!                                +  *  !!          .   . 0 .          !
 2010.3!                                 +    !!          .   0   .          !
 2010.4!                               *+     !!          .  0.   .          !
 2011.1!                               + *    !!          .   .0  .          !
 2011.2!                                +*    !!          .   .0  .          !
 2011.3!                                +*    !!          .   0   .          !
 2011.4!                                +*    !!          .   .0  .          !
 2012.1!                                + *   !!          .   . 0 .          !
 2012.2!                                 + *  !!          .   . 0 .          !
 2012.3!                                 +    !!          .   0   .          !
 2012.4!                                +*    !!          .   .0  .          !


     21.54 percent of the residuals exceed 1 SE
      6.92 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPTU=SPPX$Q/TUPMM;                                                     
 GENR LAASPTU=LOG(AASPTU+.00001);                                             
 GENR LASPTU=LOG(ASPTU+.00001);                                               
 LHS AASPTU=EXP(LAASPTU)-.00001;                                              
  EQ 2245 LAASPTU C LASPTU(-1) PSPTU;                                         
EQUATION 1358  LAASPTU  
   RHS     C  LASPTU(-1)  PSPTU  
 SMPL 1969.2 2012.4;                                                          
Sample period is now  1969.2 to  2012.4 Internally:    70 to   244
 OLS;EST 1358 PLOT=0;END;                                                     

Equation number = 1358
**********************

Dependent variable = LAASPTU 

 1969.2 -   2012.4,    0 missing obs.,  175 obs. used.

Mean of dependent variable       -4.045896986

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.347244581       0.158052730  -2.19702     1.000000
14483 LASPTU  ( -1)       0.783219771       0.046807040  16.73295    -4.059189
14481 PSPTU   (  0)      -0.385980784       0.140674581  -2.74378     1.345703

SE of equation            =     0.322233884
Sum of squared residuals  =  17.8595642      -0.434097203E-11
Average absolute error    =     0.227048704
Sum of ABS residuals      =  39.7335231    
R squared                 =   0.78239
Durbin-Watson statistic   =   2.50464
SMPL and No. Obs.         = 1969.2   2012.4    175

Plot of actual(*) and fitted(+) values and residuals(0)


 1969.2!       +       *                      !!          .   .   .   0      !
 1969.3!*               +                     !0          .   .   .          !
 1969.4!    +   *                             !!          .   .   0          !
 1970.1!*          +                          !!    0     .   .   .          !
 1970.2*    +                                 !!         0.   .   .          !
 1970.3!    +     *                           !!          .   .   .0         !
 1970.4*            +                         !!  0       .   .   .          !
 1971.1*    +                                 !!         0.   .   .          !
 1971.2!     +         *                      !!          .   .   .    0     !
 1971.3! *               +                    !0          .   .   .          !
 1971.4!      +*                              !!          .   .0  .          !
 1972.1!           +     *                    !!          .   .   . 0        !
 1972.2!                 +        *           !!          .   .   .   0      !
 1972.3!                     *  +             !!          . 0 .   .          !
 1972.4!      *             +                 !! 0        .   .   .          !
 1973.1!     *   +                            !!          .0  .   .          !
 1973.2*       +                              !!       0  .   .   .          !
 1973.3! *+                                   !!          .  0.   .          !
 1973.4!*   +                                 !!          0   .   .          !
 1974.1!   +     *                            !!          .   .   .0         !
 1974.2!       *   +                          !!          0   .   .          !
 1974.3!      *  +                            !!          .0  .   .          !
 1974.4!        +     *                       !!          .   .   .0         !
 1975.1!            *  +                      !!          0   .   .          !
 1975.2!              +     *                 !!          .   .   .0         !
 1975.3!                   * +                !!          .  0.   .          !
 1975.4!                    +*                !!          .   .0  .          !
 1976.1!                      +  *            !!          .   . 0 .          !
 1976.2!                     *   +            !!          0   .   .          !
 1976.3!                      +               !!          .   0   .          !
 1976.4!                      *+              !!          .  0.   .          !
 1977.1!                       + *            !!          .   . 0 .          !
 1977.2!                         +            !!          .   0   .          !
 1977.3!                     *    +           !!          0   .   .          !
 1977.4!                     * +              !!          . 0 .   .          !
 1978.1!                      +      *        !!          .   .   . 0        !
 1978.2!                 *          +         !!   0      .   .   .          !
 1978.3!                   +       *          !!          .   .   .   0      !
 1978.4!                        *  +          !!          . 0 .   .          !
 1979.1!                        +*            !!          .   .0  .          !
 1979.2!                         +*           !!          .   .0  .          !
 1979.3!                          +      *    !!          .   .   .  0       !
 1979.4!                       *        +     !!     0    .   .   .          !
 1980.1!                     * +              !!          . 0 .   .          !
 1980.2!                       +   *          !!          .   .   0          !
 1980.3!                            +  *      !!          .   .  0.          !
 1980.4!                           *   +      !!          0   .   .          !
 1981.1!                   *        +         !!      0   .   .   .          !
 1981.2!                 +          *         !!          .   .   .     0    !
 1981.3!                     *    +           !!         0.   .   .          !
 1981.4!                    + *               !!          .   . 0 .          !
 1982.1!                     +  *             !!          .   .   0          !
 1982.2!                       +              !!          .   0   .          !
 1982.3!                     + *              !!          .   .0  .          !
 1982.4!                      +*              !!          .   .0  .          !
 1983.1!                     + *              !!          .   . 0 .          !
 1983.2!                      +     *         !!          .   .   .0         !
 1983.3!                          +           !!          .   0   .          !
 1983.4!                         +   *        !!          .   .   0          !
 1984.1!                          +      *    !!          .   .   . 0        !
 1984.2!                               +  *   !!          .   .  0.          !
 1984.3!                               +*     !!          .   .0  .          !
 1984.4!                             +   *    !!          .   .   .0         !
 1985.1!                               +*     !!          .   .0  .          !
 1985.2!                            *+        !!          .  0.   .          !
 1985.3!                         * +          !!          . 0 .   .          !
 1985.4!                         +  *         !!          .   .  0.          !
 1986.1!                    *      +          !!       0  .   .   .          !
 1986.2!              *     +                 !!        0 .   .   .          !
 1986.3!              *+                      !!          .  0.   .          !
 1986.4!              *+                      !!          .  0.   .          !
 1987.1!               *+                     !!          .   0   .          !
 1987.2!                + *                   !!          .   . 0 .          !
 1987.3!                  + *                 !!          .   .0  .          !
 1987.4!                   +                  !!          .   0   .          !
 1988.1!                   + *                !!          .   . 0 .          !
 1988.2!                    +                 !!          .   0   .          !
 1988.3!                *  +                  !!          .0  .   .          !
 1988.4!                + *                   !!          .   . 0 .          !
 1989.1!                 +   *                !!          .   .  0.          !
 1989.2!                    +   *             !!          .   .   0          !
 1989.3!                      *+              !!          .  0.   .          !
 1989.4!                      +*              !!          .   . 0 .          !
 1990.1!                   * +                !!          . 0 .   .          !
 1990.2!               *  +                   !!          .0  .   .          !
 1990.3!                +  *                  !!          .   .  0.          !
 1990.4!                    +*                !!          .   .0  .          !
 1991.1!               *     +                !!         0.   .   .          !
 1991.2!                 +  *                 !!          .   .  0.          !
 1991.3!                 *   +                !!          .0  .   .          !
 1991.4!                * +                   !!          . 0 .   .          !
 1992.1!                 +*                   !!          .   .0  .          !
 1992.2!                   +  *               !!          .   .  0.          !
 1992.3!                *    +                !!          0   .   .          !
 1992.4!                 +                    !!          .   0   .          !
 1993.1!                  +    *              !!          .   .   0          !
 1993.2!                      *+              !!          . 0 .   .          !
 1993.3!                      *+              !!          .  0.   .          !
 1993.4!                       +*             !!          .   0   .          !
 1994.1!                         +            !!          .   0   .          !
 1994.2!                   *     +            !!         0.   .   .          !
 1994.3!                    +                 !!          .   0   .          !
 1994.4!                    +    *            !!          .   .   .0         !
 1995.1!                        *+            !!          .  0.   .          !
 1995.2!                       *+             !!          .  0.   .          !
 1995.3!                        +*            !!          .   .0  .          !
 1995.4!                         +*           !!          .   .0  .          !
 1996.1!                          +*          !!          .   .0  .          !
 1996.2!                          *+          !!          .  0.   .          !
 1996.3!                          + *         !!          .   . 0 .          !
 1996.4!                            + *       !!          .   . 0 .          !
 1997.1!                           *  +       !!          .0  .   .          !
 1997.2!                           +   *      !!          .   .  0.          !
 1997.3!                              *+      !!          .  0.   .          !
 1997.4!                              +  *    !!          .   .  0.          !
 1998.1!                              *  +    !!          . 0 .   .          !
 1998.2!                              +*      !!          .   .0  .          !
 1998.3!                             * +      !!          . 0 .   .          !
 1998.4!                             +  *     !!          .   .  0.          !
 1999.1!                            *  +      !!          .0  .   .          !
 1999.2!                             +   *    !!          .   .   0          !
 1999.3!                                +*    !!          .   .0  .          !
 1999.4!                                 +*   !!          .   .0  .          !
 2000.1!                                 *+   !!          .   0   .          !
 2000.2!                                 +   *!!          .   .  0.          !
 2000.3!                                    + !!          .   0   .          !
 2000.4!                                   +  *!          .   .  0.          !
 2001.1!                               *     +!!        0 .   .   .          !
 2001.2!                               +*     !!          .   .0  .          !
 2001.3!                                +*    !!          .   0   .          !
 2001.4!                               *+     !!          .  0.   .          !
 2002.1!                               +*     !!          .   .0  .          !
 2002.2!                                +  *  !!          .   .   0          !
 2002.3!                                *  +  !!          . 0 .   .          !
 2002.4!                               *+     !!          .   0   .          !
 2003.1!                              *+      !!          .  0.   .          !
 2003.2!                              +  *    !!          .   .  0.          !
 2003.3!                                *+    !!          .   0   .          !
 2003.4!                                +  *  !!          .   .   0          !
 2004.1!                                  +   !!          .   0   .          !
 2004.2!                                 +   *!!          .   .   0          !
 2004.3!                                  * + !!          . 0 .   .          !
 2004.4!                                 +    !!          .   0   .          !
 2005.1!                              *  +    !!          .0  .   .          !
 2005.2!                              +    *  !!          .   .   .0         !
 2005.3!                                  +   !!          .   0   .          !
 2005.4!                                  +   !!          .   0   .          !
 2006.1!                                *+    !!          .  0.   .          !
 2006.2!                                +*    !!          .   .0  .          !
 2006.3!                              * +     !!          . 0 .   .          !
 2006.4!                              +*      !!          .   0   .          !
 2007.1!                              +       !!          .   0   .          !
 2007.2!                              +*      !!          .   0   .          !
 2007.3!                              +       !!          .  0.   .          !
 2007.4!                              + *     !!          .   . 0 .          !
 2008.1!                             * +      !!          . 0 .   .          !
 2008.2!                             + *      !!          .   . 0 .          !
 2008.3!                              +       !!          .  0.   .          !
 2008.4!                            * +       !!          .  0.   .          !
 2009.1!                             +*       !!          .   .0  .          !
 2009.2!                              +   *   !!          .   .   0          !
 2009.3!                                 + *  !!          .   . 0 .          !
 2009.4!                                * +   !!          . 0 .   .          !
 2010.1!                               +*     !!          .   0   .          !
 2010.2!                               +*     !!          .   0   .          !
 2010.3!                                +*    !!          .   .0  .          !
 2010.4!                                +     !!          .   0   .          !
 2011.1!                                +*    !!          .   .0  .          !
 2011.2!                                +*    !!          .   .0  .          !
 2011.3!                                +*    !!          .   0   .          !
 2011.4!                               *+     !!          .  0.   .          !
 2012.1!                               +*     !!          .   .0  .          !
 2012.2!                                +*    !!          .   .0  .          !
 2012.3!                                 +    !!          .   0   .          !
 2012.4!                                 +*   !!          .   .0  .          !


     22.29 percent of the residuals exceed 1 SE
      6.29 percent of the residuals exceed 2 SE
@EQ  2246 LAANZTU C LANZTU(-1) PNZTU;SMPL 1983.2 2012.4;OLS;EST 2246 PLOT=0;EN
@@EQ 2247 LAASATU C LASATU(-1) PSATU;SMPL 1990.2 2012.4;OLS;EST 2247 PLOT=0;EN
@@EQ 2248 LAAVETU C LAVETU(-1) PVETU;SMPL 2000.3 2012.4;OLS;EST 2248 PLOT=0;EN
@EQ  2249 LAACOTU C LACOTU(-1) PCOTU;SMPL 1989.3 2012.4;OLS;EST 2249 PLOT=0;EN
@@EQ 2250 LAAJOTU C LAJOTU(-1) PJOTU;SMPL 1996.1 2012.4;OLS;EST 2250 PLOT=0;EN
@@EQ 2251 LAASYTU C LASYTU(-1) PSYTU;SMPL 1996.1 2012.4;OLS;EST 2251 PLOT=0;EN
@@EQ 2252 LAAIDTU C LAIDTU(-1) PIDTU;SMPL 1992.3 2012.4;OLS;EST 2252 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMATU=MAPX$Q/TUPMM;                                                     
 GENR LAAMATU=LOG(AAMATU+.00001);                                             
 GENR LAMATU=LOG(AMATU+.00001);                                               
 LHS AAMATU=EXP(LAAMATU)-.00001;                                              
  EQ 2253 LAAMATU C LAMATU(-1) PMATU;                                         
EQUATION 1359  LAAMATU  
   RHS     C  LAMATU(-1)  PMATU  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST 1359 PLOT=0;END;                                                     

Equation number = 1359
**********************

Dependent variable = LAAMATU 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -5.662030539

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.010428462       0.227118318  -4.44891     1.000000
14486 LAMATU  ( -1)       0.783401370       0.044995757  17.41056    -5.672575
14484 PMATU   (  0)      -0.139333032       0.058781153  -2.37037     1.490666

SE of equation            =     0.363147436
Sum of squared residuals  =  23.6058148      -0.597211169E-11
Average absolute error    =     0.269688170
Sum of ABS residuals      =  49.0832469    
R squared                 =   0.72001
Durbin-Watson statistic   =   2.16990
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3!   *   +                              !!          0   .   .          !
 1967.4!  *    +                              !!          0   .   .          !
 1968.1!     *+                               !!          .  0.   .          !
 1968.2!     *  +                             !!          .0  .   .          !
 1968.3!     *  +                             !!          .0  .   .          !
 1968.4!    *    +                            !!          0   .   .          !
 1969.1!    *   +                             !!          .0  .   .          !
 1969.2!*       +                             !!       0  .   .   .          !
 1969.3!   * +                                !!          .  0.   .          !
 1969.4!      * +                             !!          .  0.   .          !
 1970.1!         +                            !!          .   0   .          !
 1970.2!        *  +                          !!          .0  .   .          !
 1970.3!          *+                          !!          .  0.   .          !
 1970.4!          * +                         !!          . 0 .   .          !
 1971.1!        *    +                        !!          0   .   .          !
 1971.2!       *   +                          !!          .0  .   .          !
 1971.3!          +                           !!          .   0   .          !
 1971.4!          *  +                        !!          . 0 .   .          !
 1972.1!           * +                        !!          .  0.   .          !
 1972.2!              +                       !!          .   0   .          !
 1972.3!                +                     !!          .   0   .          !
 1972.4!                *+                    !!          .  0.   .          !
 1973.1!                *+                    !!          .  0.   .          !
 1973.2!                *+                    !!          .  0.   .          !
 1973.3!              *  +                    !!          . 0 .   .          !
 1973.4!             * +                      !!          . 0 .   .          !
 1974.1!            *+                        !!          .  0.   .          !
 1974.2!            +      *                  !!          .   .   . 0        !
 1974.3! *                +                   !0          .   .   .          !
 1974.4!*   +                                 !!          0   .   .          !
 1975.1!   +    *                             !!          .   .   0          !
 1975.2!          +   *                       !!          .   .   0          !
 1975.3!             *  +                     !!          .0  .   .          !
 1975.4!            *  +                      !!          . 0 .   .          !
 1976.1!              + *                     !!          .   . 0 .          !
 1976.2!                *+                    !!          .  0.   .          !
 1976.3!               * +                    !!          .  0.   .          !
 1976.4!                +   *                 !!          .   .  0.          !
 1977.1!              *     +                 !!         0.   .   .          !
 1977.2*               +                      !!0         .   .   .          !
 1977.3!   +          *                       !!          .   .   .     0    !
 1977.4!             *  +                     !!          . 0 .   .          !
 1978.1!               + *                    !!          .   . 0 .          !
 1978.2!                * +                   !!          . 0 .   .          !
 1978.3!                +   *                 !!          .   .  0.          !
 1978.4!                  * +                 !!          .  0.   .          !
 1979.1!               *  +                   !!          .0  .   .          !
 1979.2!                +   *                 !!          .   .   0          !
 1979.3!                 * +                  !!          . 0 .   .          !
 1979.4!                 +  *                 !!          .   . 0 .          !
 1980.1!              *     +                 !!         0.   .   .          !
 1980.2!               +       *              !!          .   .   . 0        !
 1980.3!                      +*              !!          .   0   .          !
 1980.4!                     *+               !!          .  0.   .          !
 1981.1!         *           +                !!    0     .   .   .          !
 1981.2!    *    +                            !!          0   .   .          !
 1981.3!       +                              !!          .   .0  .          !
 1981.4!        +                             !!          .   0   .          !
 1982.1!    *    +                            !!          0   .   .          !
 1982.2!      +      *                        !!          .   .   .0         !
 1982.3!            +       *                 !!          .   .   . 0        !
 1982.4!                * +                   !!          . 0 .   .          !
 1983.1!               +    *                 !!          .   .   0          !
 1983.2!                  +       *           !!          .   .   . 0        !
 1983.3!                      *+              !!          .  0.   .          !
 1983.4!                *  +                  !!          .0  .   .          !
 1984.1!              + *                     !!          .   . 0 .          !
 1984.2!          *    +                      !!          0   .   .          !
 1984.3!          +           *               !!          .   .   .     0    !
 1984.4!                   +     *            !!          .   .   .0         !
 1985.1!                 *    +               !!          0   .   .          !
 1985.2!              * +                     !!          . 0 .   .          !
 1985.3!         *    +                       !!          0   .   .          !
 1985.4!           +       *                  !!          .   .   .  0       !
 1986.1!                   +      *           !!          .   .   . 0        !
 1986.2!                         +            !!          .   0   .          !
 1986.3!                        *+            !!          .  0.   .          !
 1986.4!                       +  *           !!          .   . 0 .          !
 1987.1!                    *    +            !!          0   .   .          !
 1987.2!                   *+                 !!          .  0.   .          !
 1987.3!                    +  *              !!          .   . 0 .          !
 1987.4!                   *  +               !!          .0  .   .          !
 1988.1!                    +  *              !!          .   .  0.          !
 1988.2!                       +   *          !!          .   .  0.          !
 1988.3!                         +*           !!          .   .0  .          !
 1988.4!                       * +            !!          . 0 .   .          !
 1989.1!                      +    *          !!          .   .   0          !
 1989.2!                          +           !!          .  0.   .          !
 1989.3!                         +      *     !!          .   .   . 0        !
 1989.4!                         *    +       !!         0.   .   .          !
 1990.1!                        + *           !!          .   .0  .          !
 1990.2!                         + *          !!          .   .0  .          !
 1990.3!                          +*          !!          .   0   .          !
 1990.4!                         *+           !!          .  0.   .          !
 1991.1!                     *   +            !!          .0  .   .          !
 1991.2!                      +       *       !!          .   .   .  0       !
 1991.3!                             +  *     !!          .   . 0 .          !
 1991.4!                              +       !!          .   0   .          !
 1992.1!                            +         !!          .   0   .          !
 1992.2!                          *+          !!          .  0.   .          !
 1992.3!                          +*          !!          .   .0  .          !
 1992.4!                        * +           !!          . 0 .   .          !
 1993.1!                       +*             !!          .   .0  .          !
 1993.2!                       *+             !!          .  0.   .          !
 1993.3!                       +   *          !!          .   .  0.          !
 1993.4!                          +           !!          .   0   .          !
 1994.1!                          +        *  !!          .   .   .   0      !
 1994.2!                           *    +     !!         0.   .   .          !
 1994.3!                          +           !!          .   0   .          !
 1994.4!                         +       *    !!          .   .   .  0       !
 1995.1!                            * +       !!          . 0 .   .          !
 1995.2!                           + *        !!          .   . 0 .          !
 1995.3!                           +          !!          .   0   .          !
 1995.4!                          + *         !!          .   .0  .          !
 1996.1!                         * +          !!          .  0.   .          !
 1996.2!                        *+            !!          .   0   .          !
 1996.3!                        + *           !!          .   . 0 .          !
 1996.4!                          +           !!          .   0   .          !
 1997.1!                     *   +            !!          .0  .   .          !
 1997.2!                      +         *     !!          .   .   .   0      !
 1997.3!                             *+       !!          .  0.   .          !
 1997.4!                           *+         !!          .  0.   .          !
 1998.1!                         *+           !!          .  0.   .          !
 1998.2!                         +          * !!          .   .   .    0     !
 1998.3!                             *   +    !!          .0  .   .          !
 1998.4!                       *    +         !!         0.   .   .          !
 1999.1!                       +      *       !!          .   .   . 0        !
 1999.2!                             +  *     !!          .   .  0.          !
 1999.3!                           *  +       !!          .0  .   .          !
 1999.4!                          +  *        !!          .   . 0 .          !
 2000.1!                      *    +          !!         0.   .   .          !
 2000.2!                   *  +               !!          .0  .   .          !
 2000.3!                    +   *             !!          .   .  0.          !
 2000.4!                    *   +             !!          .0  .   .          !
 2001.1!                    *+                !!          .  0.   .          !
 2001.2!                    +    *            !!          .   .   0          !
 2001.3!                         +            *!          .   .   .      0   !
 2001.4!                                   + *!!          .   . 0 .          !
 2002.1!                            *     +   !!         0.   .   .          !
 2002.2!                 *        +           !!      0   .   .   .          !
 2002.3!                  +     *             !!          .   .   0          !
 2002.4!                     *  +             !!          . 0 .   .          !
 2003.1!                      + *             !!          .   . 0 .          !
 2003.2!                       *+             !!          .  0.   .          !
 2003.3!                       +    *         !!          .   .   .0         !
 2003.4!                         * +          !!          . 0 .   .          !
 2004.1!                         +*           !!          .   .0  .          !
 2004.2!                         *+           !!          .  0.   .          !
 2004.3!                       * +            !!          .  0.   .          !
 2004.4!                       +  *           !!          .   . 0 .          !
 2005.1!                         +     *      !!          .   .   0          !
 2005.2!                             +        !!          .  0.   .          !
 2005.3!                       *    +         !!          0   .   .          !
 2005.4!                        +*            !!          .   .0  .          !
 2006.1!                         +    *       !!          .   .   0          !
 2006.2!                         *   +        !!          .0  .   .          !
 2006.3!                         + *          !!          .   .0  .          !
 2006.4!                          + *         !!          .   .0  .          !
 2007.1!                           +*         !!          .   0   .          !
 2007.2!                           +  *       !!          .   . 0 .          !
 2007.3!                             +        !!          .   0   .          !
 2007.4!                            +     *   !!          .   .   .0         !
 2008.1!                              * +     !!          . 0 .   .          !
 2008.2!                            *+        !!          .  0.   .          !
 2008.3!                            +*        !!          .   .0  .          !
 2008.4!                       *    +         !!          0   .   .          !
 2009.1!                     * +              !!          . 0 .   .          !
 2009.2!                      +*              !!          .   .0  .          !
 2009.3!                       +   *          !!          .   .  0.          !
 2009.4!                          *+          !!          .  0.   .          !
 2010.1!                        * +           !!          .  0.   .          !
 2010.2!                        +*            !!          .   0   .          !
 2010.3!                         +*           !!          .   .0  .          !
 2010.4!                         *+           !!          .  0.   .          !
 2011.1!                         +  *         !!          .   . 0 .          !
 2011.2!                           +*         !!          .   0   .          !
 2011.3!                           +  *       !!          .   . 0 .          !
 2011.4!                            *+        !!          .  0.   .          !
 2012.1!                           *+         !!          .  0.   .          !
 2012.2!                        *  +          !!          . 0 .   .          !
 2012.3!                        +*            !!          .   .0  .          !
 2012.4!                         +  *         !!          .   . 0 .          !


     24.73 percent of the residuals exceed 1 SE
      5.49 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPATU=PAPX$Q/TUPMM;                                                     
 GENR LAAPATU=LOG(AAPATU+.00001);                                             
 GENR LAPATU=LOG(APATU+.00001);                                               
 LHS AAPATU=EXP(LAAPATU)-.00001;                                              
  EQ 2254 LAAPATU C LAPATU(-1) PPATU;                                         
EQUATION 1360  LAAPATU  
   RHS     C  LAPATU(-1)  PPATU  
 SMPL 1976.1 2012.4;                                                          
Sample period is now  1976.1 to  2012.4 Internally:    97 to   244
 OLS;EST 1360 PLOT=0;END;                                                     

Equation number = 1360
**********************

Dependent variable = LAAPATU 

 1976.1 -   2012.4,    0 missing obs.,  148 obs. used.

Mean of dependent variable       -6.748657599

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.471144970       0.444654822  -7.80638     1.000000
14489 LAPATU  ( -1)       0.103482305       0.082703816   1.25124    -6.771513
14487 PPATU   (  0)      -1.592804185       0.240912597  -6.61154     1.617764

SE of equation            =     1.078462279
Sum of squared residuals  =  168.646729      -0.211208828E-11
Average absolute error    =     0.715353820
Sum of ABS residuals      =  105.872365    
R squared                 =   0.38997
Durbin-Watson statistic   =   2.17027
SMPL and No. Obs.         = 1976.1   2012.4    148

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.1!                          +    *      !!          .   .  0.          !
 1976.2!         *                +           !!   0      .   .   .          !
 1976.3!            *         +               !!       0  .   .   .          !
 1976.4!        *              +              !!    0     .   .   .          !
 1977.1!                      +        *      !!          .   .   . 0        !
 1977.2!                     *  +             !!          .  0.   .          !
 1977.3!                        +      *      !!          .   .   .0         !
 1977.4!          *               +           !!   0      .   .   .          !
 1978.1!                      +               *!          .   .   .     0    !
 1978.2!                          +       *   !!          .   .   .0         !
 1978.3!                       +          *   !!          .   .   .  0       !
 1978.4!                  *    +              !!          .0  .   .          !
 1979.1!                      +            *  !!          .   .   .    0     !
 1979.2!            *           +             !!      0   .   .   .          !
 1979.3!                       +    *         !!          .   .  0.          !
 1979.4!                *        +            !!        0 .   .   .          !
 1980.1!                        +           * !!          .   .   .   0      !
 1980.2!                       *    +         !!          .0  .   .          !
 1980.3!              *            +          !!      0   .   .   .          !
 1980.4!                          +           *!          .   .   .   0      !
 1981.1!    *                     +           !0          .   .   .          !
 1981.2!         +                     *      !!          .   .   .         0!
 1981.3!                 +*                   !!          .   0   .          !
 1981.4!            +             *           !!          .   .   .    0     !
 1982.1!     *        +                       !!        0 .   .   .          !
 1982.2!       *       +                      !!         0.   .   .          !
 1982.3!              +            *          !!          .   .   .    0     !
 1982.4!       *        +                     !!        0 .   .   .          !
 1983.1!         *   +                        !!          .0  .   .          !
 1983.2!        *     +                       !!          .0  .   .          !
 1983.3!               +           *          !!          .   .   .   0      !
 1983.4!               +                      !!          .   0   .          !
 1984.1!             +                        !!          .   0   .          !
 1984.2!               +           *          !!          .   .   .   0      !
 1984.3!                 +          *         !!          .   .   .   0      !
 1984.4!        *     +                       !!          0   .   .          !
 1985.1!        *        +                    !!        0 .   .   .          !
 1985.2*                 +                    !!  0       .   .   .          !
 1985.3!       *          +                   !!       0  .   .   .          !
 1985.4!                *  +                  !!          . 0 .   .          !
 1986.1!           *        +                 !!        0 .   .   .          !
 1986.2!            *       +                 !!        0 .   .   .          !
 1986.3!        *       +                     !!         0.   .   .          !
 1986.4!               *+                     !!          .   0   .          !
 1987.1!                  +                   !!          .   0   .          !
 1987.2!                 *+                   !!          .   0   .          !
 1987.3!                     +                !!          .   0   .          !
 1987.4!                      +               !!          .   0   .          !
 1988.1!                *     +               !!          0   .   .          !
 1988.2!                     +  *             !!          .   . 0 .          !
 1988.3!                   * +                !!          .  0.   .          !
 1988.4!                      +               !!          .   0   .          !
 1989.1!                      +  *            !!          .   . 0 .          !
 1989.2!              *         +             !!        0 .   .   .          !
 1989.3!                 *     +              !!          0   .   .          !
 1989.4!                       +*             !!          .   .0  .          !
 1990.1!                      +       *       !!          .   .   .0         !
 1990.2!                         +      *     !!          .   .   0          !
 1990.3!                            +    *    !!          .   .   0          !
 1990.4!                             +  *     !!          .   . 0 .          !
 1991.1!                             +  *     !!          .   . 0 .          !
 1991.2!                            + *       !!          .   .0  .          !
 1991.3!                           + *        !!          .   .0  .          !
 1991.4!                          * +         !!          .  0.   .          !
 1992.1!                           +          !!          .   0   .          !
 1992.2!                        *    +        !!          .0  .   .          !
 1992.3!                            +         !!          .   0   .          !
 1992.4!                           + *        !!          .   . 0 .          !
 1993.1!                           +    *     !!          .   .  0.          !
 1993.2!                             +    *   !!          .   .  0.          !
 1993.3!                             + *      !!          .   .0  .          !
 1993.4!                           *  +       !!          . 0 .   .          !
 1994.1!                         *  +         !!          . 0 .   .          !
 1994.2!                    *      +          !!          0   .   .          !
 1994.3!                         +            !!          .   0   .          !
 1994.4!                         +   *        !!          .   .  0.          !
 1995.1!                        +        *    !!          .   .   . 0        !
 1995.2!                          +       *   !!          .   .   .0         !
 1995.3!                           +  *       !!          .   . 0 .          !
 1995.4!                           +*         !!          .   0   .          !
 1996.1!                           +          !!          .   0   .          !
 1996.2!                           +          !!          .   0   .          !
 1996.3!                          + *         !!          .   .0  .          !
 1996.4!                          * +         !!          . 0 .   .          !
 1997.1!                        *  +          !!          . 0 .   .          !
 1997.2!                        *  +          !!          . 0 .   .          !
 1997.3!                       * +            !!          .  0.   .          !
 1997.4!                          +           !!          .   0   .          !
 1998.1!                         +            !!          .   0   .          !
 1998.2!                         +            !!          .   0   .          !
 1998.3!                        * +           !!          .  0.   .          !
 1998.4!                      *   +           !!          . 0 .   .          !
 1999.1!                    *    +            !!          0   .   .          !
 1999.2!                      * +             !!          .  0.   .          !
 1999.3!                     *    +           !!          .0  .   .          !
 1999.4!                         * +          !!          . 0 .   .          !
 2000.1!                          *+          !!          .  0.   .          !
 2000.2!                           *+         !!          .   0   .          !
 2000.3!                          *+          !!          .  0.   .          !
 2000.4!                            + *       !!          .   .0  .          !
 2001.1!                            +         !!          .   0   .          !
 2001.2!                           +*         !!          .   0   .          !
 2001.3!                            +*        !!          .   .0  .          !
 2001.4!                            +*        !!          .   .0  .          !
 2002.1!                            +         !!          .   .0  .          !
 2002.2!                            + *       !!          .   .0  .          !
 2002.3!                              +       !!          .   0   .          !
 2002.4!                             *+       !!          .  0.   .          !
 2003.1!                              +*      !!          .   .0  .          !
 2003.2!                              + *     !!          .   .0  .          !
 2003.3!                              +*      !!          .   .0  .          !
 2003.4!                              +*      !!          .   .0  .          !
 2004.1!                              +*      !!          .   .0  .          !
 2004.2!                             *+       !!          .   0   .          !
 2004.3!                              +       !!          .   0   .          !
 2004.4!                              *+      !!          .  0.   .          !
 2005.1!                               +*     !!          .   .0  .          !
 2005.2!                               +      !!          .   .0  .          !
 2005.3!                               +      !!          .   0   .          !
 2005.4!                              *+      !!          .   0   .          !
 2006.1!                               +      !!          .   0   .          !
 2006.2!                              *+      !!          .   0   .          !
 2006.3!                               +*     !!          .   0   .          !
 2006.4!                               +*     !!          .   0   .          !
 2007.1!                               +*     !!          .   .0  .          !
 2007.2!                                +     !!          .   .0  .          !
 2007.3!                                +*    !!          .   .0  .          !
 2007.4!                                +     !!          .   0   .          !
 2008.1!                               +      !!          .   0   .          !
 2008.2!                               *+     !!          .   0   .          !
 2008.3!                               +*     !!          .   0   .          !
 2008.4!                               + *    !!          .   .0  .          !
 2009.1!                              + *     !!          .   .0  .          !
 2009.2!                               +*     !!          .   .0  .          !
 2009.3!                                +*    !!          .   .0  .          !
 2009.4!                                +     !!          .   .0  .          !
 2010.1!                               + *    !!          .   .0  .          !
 2010.2!                              +  *    !!          .   . 0 .          !
 2010.3!                              +  *    !!          .   .  0.          !
 2010.4!                             +   *    !!          .   . 0 .          !
 2011.1!                              +  *    !!          .   . 0 .          !
 2011.2!                              +  *    !!          .   . 0 .          !
 2011.3!                             +   *    !!          .   . 0 .          !
 2011.4!                            +         !!          .   0   .          !
 2012.1!                            +*        !!          .   .0  .          !
 2012.2!                            + *       !!          .   .0  .          !
 2012.3!                            + *       !!          .   .0  .          !
 2012.4!                             +*       !!          .   .0  .          !


     25.68 percent of the residuals exceed 1 SE
      6.08 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPHTU=PHPX$Q/TUPMM;                                                     
 GENR LAAPHTU=LOG(AAPHTU+.00001);                                             
 GENR LAPHTU=LOG(APHTU+.00001);                                               
 LHS AAPHTU=EXP(LAAPHTU)-.00001;                                              
  EQ 2255 LAAPHTU C LAPHTU(-1) PPHTU;                                         
EQUATION 1361  LAAPHTU  
   RHS     C  LAPHTU(-1)  PPHTU  
 SMPL 1985.4 2012.4;                                                          
Sample period is now  1985.4 to  2012.4 Internally:   136 to   244
 OLS;EST 1361 PLOT=0;END;                                                     

Equation number = 1361
**********************

Dependent variable = LAAPHTU 

 1985.4 -   2012.4,    0 missing obs.,  109 obs. used.

Mean of dependent variable       -8.494061022

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.466155609       0.723573941  -4.79033     1.000000
14492 LAPHTU  ( -1)       0.419849821       0.085409532   4.91573    -8.510067
14490 PPHTU   (  0)      -1.078944938       0.425938749  -2.53310     1.348498

SE of equation            =     0.628406822
Sum of squared residuals  =  41.8588842       0.493738384E-11
Average absolute error    =     0.426150484
Sum of ABS residuals      =  46.4504028    
R squared                 =   0.31461
Durbin-Watson statistic   =   1.97081
SMPL and No. Obs.         = 1985.4   2012.4    109

Plot of actual(*) and fitted(+) values and residuals(0)


 1985.4!             +  *                     !!          .   .0  .          !
 1986.1!                    +              *  !!          .   .   .     0    !
 1986.2!                             +*       !!          .   .0  .          !
 1986.3!                         +   *        !!          .   .  0.          !
 1986.4!                      *  +            !!          . 0 .   .          !
 1987.1!           *           +              !!      0   .   .   .          !
 1987.2!                 +             *      !!          .   .   .    0     !
 1987.3!                          +           !!          .  0.   .          !
 1987.4!                    *    +            !!          .0  .   .          !
 1988.1!    *                  +              !! 0        .   .   .          !
 1988.2*               +                      !!   0      .   .   .          !
 1988.3!   *        +                         !!        0 .   .   .          !
 1988.4!              +        *              !!          .   .   . 0        !
 1989.1!                      +   *           !!          .   .  0.          !
 1989.2!                        +     *       !!          .   .   0          !
 1989.3!   *                      +           !0          .   .   .          !
 1989.4!               +         *            !!          .   .   . 0        !
 1990.1!                  *    +              !!          .0  .   .          !
 1990.2!                  *  +                !!          . 0 .   .          !
 1990.3!                       +      *       !!          .   .   0          !
 1990.4!                              + *     !!          .   . 0 .          !
 1991.1!                              +       !!          .   0   .          !
 1991.2!                      *     +         !!          0   .   .          !
 1991.3!                 *      +             !!          0   .   .          !
 1991.4!                      +      *        !!          .   .   0          !
 1992.1!                       * +            !!          . 0 .   .          !
 1992.2!                        +*            !!          .   .0  .          !
 1992.3!                        + *           !!          .   . 0 .          !
 1992.4!                       +  *           !!          .   . 0 .          !
 1993.1!                      +*              !!          .   0   .          !
 1993.2!                    *  +              !!          . 0 .   .          !
 1993.3!                     *+               !!          .  0.   .          !
 1993.4!                    *  +              !!          . 0 .   .          !
 1994.1!                     +*               !!          .   0   .          !
 1994.2!        *           +                 !!      0   .   .   .          !
 1994.3!         *    +                       !!          .0  .   .          !
 1994.4!            +*                        !!          .   .0  .          !
 1995.1!               *+                     !!          .  0.   .          !
 1995.2!                  +   *               !!          .   .  0.          !
 1995.3!          *          +                !!       0  .   .   .          !
 1995.4!           *    +                     !!          0   .   .          !
 1996.1!                 +   *                !!          .   .  0.          !
 1996.2!                 *  +                 !!          . 0 .   .          !
 1996.3!                 * +                  !!          .  0.   .          !
 1996.4!         *         +                  !!       0  .   .   .          !
 1997.1!              + *                     !!          .   .0  .          !
 1997.2!                *+                    !!          .  0.   .          !
 1997.3!                 * +                  !!          .  0.   .          !
 1997.4!                     +*               !!          .   0   .          !
 1998.1!                      *+              !!          .   0   .          !
 1998.2!                      +   *           !!          .   .  0.          !
 1998.3!                         +*           !!          .   .0  .          !
 1998.4!                    *   +             !!          .0  .   .          !
 1999.1!                    +    *            !!          .   .  0.          !
 1999.2!                 *   +                !!          .0  .   .          !
 1999.3!                   +      *           !!          .   .   .0         !
 1999.4!                    *  +              !!          . 0 .   .          !
 2000.1!                    +    *            !!          .   .   0          !
 2000.2!                     * +              !!          .  0.   .          !
 2000.3!                     + *              !!          .   .0  .          !
 2000.4!                     * +              !!          .  0.   .          !
 2001.1!                   *  +               !!          . 0 .   .          !
 2001.2!                     +                !!          .   0   .          !
 2001.3!                      +*              !!          .   .0  .          !
 2001.4!                      +               !!          .   0   .          !
 2002.1!                     + *              !!          .   .0  .          !
 2002.2!                      + *             !!          .   . 0 .          !
 2002.3!                        +             !!          .   0   .          !
 2002.4!                       *+             !!          .   0   .          !
 2003.1!                        +*            !!          .   0   .          !
 2003.2!                       * +            !!          .  0.   .          !
 2003.3!                     *  +             !!          . 0 .   .          !
 2003.4!                        +             !!          .   0   .          !
 2004.1!                         *+           !!          .   0   .          !
 2004.2!                          +           !!          .   0   .          !
 2004.3!                           +          !!          .   0   .          !
 2004.4!                          * +         !!          .  0.   .          !
 2005.1!                           + *        !!          .   .0  .          !
 2005.2!                          *+          !!          .  0.   .          !
 2005.3!                           +*         !!          .   .0  .          !
 2005.4!                           +  *       !!          .   . 0 .          !
 2006.1!                           +      *   !!          .   .   0          !
 2006.2!                             +        !!          .   0   .          !
 2006.3!                           +          *!          .   .   .  0       !
 2006.4!                              +       !!          .   0   .          !
 2007.1!                         * +          !!          .  0.   .          !
 2007.2!                         +     *      !!          .   .   0          !
 2007.3!                           +      *   !!          .   .   .0         !
 2007.4!                            +*        !!          .   .0  .          !
 2008.1!                        *+            !!          .  0.   .          !
 2008.2!                        + *           !!          .   .0  .          !
 2008.3!                         +     *      !!          .   .   0          !
 2008.4!                           +*         !!          .   .0  .          !
 2009.1!                      * +             !!          .  0.   .          !
 2009.2!                      +    *          !!          .   .  0.          !
 2009.3!                         +*           !!          .   .0  .          !
 2009.4!                        + *           !!          .   .0  .          !
 2010.1!                        +  *          !!          .   . 0 .          !
 2010.2!                       +*             !!          .   0   .          !
 2010.3!                      +       *       !!          .   .   .0         !
 2010.4!                        +  *          !!          .   . 0 .          !
 2011.1!                        +      *      !!          .   .   0          !
 2011.2!                     *    +           !!          .0  .   .          !
 2011.3!                     +   *            !!          .   . 0 .          !
 2011.4!                       +              !!          .   .0  .          !
 2012.1!                      + *             !!          .   .0  .          !
 2012.2!                      +               !!          .   0   .          !
 2012.3!                    +                 !!          .   0   .          !
 2012.4!                    +*                !!          .   .0  .          !


     21.10 percent of the residuals exceed 1 SE
      6.42 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHTU=THPX$Q/TUPMM;                                                     
 GENR LAATHTU=LOG(AATHTU+.00001);                                             
 GENR LATHTU=LOG(ATHTU+.00001);                                               
 LHS AATHTU=EXP(LAATHTU)-.00001;                                              
  EQ 2256 LAATHTU C LATHTU(-1) PTHTU;                                         
EQUATION 1362  LAATHTU  
   RHS     C  LATHTU(-1)  PTHTU  
 SMPL 1984.4 2012.4;                                                          
Sample period is now  1984.4 to  2012.4 Internally:   132 to   244
 OLS;EST 1362 PLOT=0;END;                                                     

Equation number = 1362
**********************

Dependent variable = LAATHTU 

 1984.4 -   2012.4,    0 missing obs.,  113 obs. used.

Mean of dependent variable       -6.351450378

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.320170279       0.406708278  -0.78722     1.000000
14495 LATHTU  ( -1)       0.794883700       0.065576886  12.12140    -6.388864
14493 PTHTU   (  0)      -0.712216060       0.457748656  -1.55591     1.337903

SE of equation            =     0.667035303
Sum of squared residuals  =  48.9429705       0.369748676E-11
Average absolute error    =     0.374022279
Sum of ABS residuals      =  42.2645175    
R squared                 =   0.79194
Durbin-Watson statistic   =   2.19943
SMPL and No. Obs.         = 1984.4   2012.4    113

Plot of actual(*) and fitted(+) values and residuals(0)


 1984.4!       * +                            !!           . 0.  .           !
 1985.1!          +                   *       !!           .  .  .           0
 1985.2!                   *        +         !!       0   .  .  .           !
 1985.3*                    +                 !0           .  .  .           !
 1985.4!     +*                               !!           .  .0 .           !
 1986.1!           +        *                 !!           .  .  .   0       !
 1986.2!      *               +               !!   0       .  .  .           !
 1986.3!     *   +                            !!           0  .  .           !
 1986.4!    *    +                            !!          0.  .  .           !
 1987.1!        +     *                       !!           .  .  .0          !
 1987.2!           *    +                     !!           0  .  .           !
 1987.3!    *         +                       !!      0    .  .  .           !
 1987.4!   *    +                             !!          0.  .  .           !
 1988.1!       +  *                           !!           .  . 0.           !
 1988.2!   *        +                         !!        0  .  .  .           !
 1988.3!      +    *                          !!           .  .  .0          !
 1988.4!            +*                        !!           .  .0 .           !
 1989.1!              + *                     !!           .  . 0.           !
 1989.2!                 +      *             !!           .  .  . 0         !
 1989.3!                     * +              !!           .0 .  .           !
 1989.4!                   * +                !!           .0 .  .           !
 1990.1!                   +     *            !!           .  .  .0          !
 1990.2!                      * +             !!           .0 .  .           !
 1990.3!                       *+             !!           . 0.  .           !
 1990.4!                         +            !!           .  0  .           !
 1991.1!                          +*          !!           .  .0 .           !
 1991.2!                          * +         !!           . 0.  .           !
 1991.3!                   *       +          !!        0  .  .  .           !
 1991.4!                     +  *             !!           .  . 0.           !
 1992.1!                         +     *      !!           .  .  . 0         !
 1992.2!                       *       +      !!        0  .  .  .           !
 1992.3!                         +  *         !!           .  . 0.           !
 1992.4!                           + *        !!           .  .0 .           !
 1993.1!                             + *      !!           .  . 0.           !
 1993.2!                               +      !!           .  0  .           !
 1993.3!                             * +      !!           . 0.  .           !
 1993.4!                             *+       !!           .  0  .           !
 1994.1!                          *  +        !!           .0 .  .           !
 1994.2!                       *  +           !!           0  .  .           !
 1994.3!                       +*             !!           .  .0 .           !
 1994.4!                        +   *         !!           .  . 0.           !
 1995.1!                           +  *       !!           .  . 0.           !
 1995.2!                             +        !!           .  0  .           !
 1995.3!                             +        !!           .  0  .           !
 1995.4!                           * +        !!           . 0.  .           !
 1996.1!                            + *       !!           .  . 0.           !
 1996.2!                             + *      !!           .  .0 .           !
 1996.3!                             *+       !!           . 0.  .           !
 1996.4!                             +        !!           .  0  .           !
 1997.1!                            + *       !!           .  .0 .           !
 1997.2!                             +        !!           .  0  .           !
 1997.3!                             +*       !!           .  .0 .           !
 1997.4!                              +*      !!           .  .0 .           !
 1998.1!                             *+       !!           . 0.  .           !
 1998.2!                             + *      !!           .  .0 .           !
 1998.3!                              *+      !!           .  0  .           !
 1998.4!                              +       !!           .  0  .           !
 1999.1!                              +  *    !!           .  . 0.           !
 1999.2!                                +     !!           .  0  .           !
 1999.3!                               *+     !!           .  0  .           !
 1999.4!                               +      !!           .  0  .           !
 2000.1!                               +      !!           .  0  .           !
 2000.2!                               + *    !!           .  .0 .           !
 2000.3!                                + *   !!           .  .0 .           !
 2000.4!                                 +    !!           .  0  .           !
 2001.1!                               *+     !!           . 0.  .           !
 2001.2!                              *+      !!           .  0  .           !
 2001.3!                              +*      !!           .  .0 .           !
 2001.4!                              *+      !!           . 0.  .           !
 2002.1!                              +*      !!           .  .0 .           !
 2002.2!                               +*     !!           .  .0 .           !
 2002.3!                                +*    !!           .  .0 .           !
 2002.4!                                 +*   !!           .  0  .           !
 2003.1!                                 *+   !!           . 0.  .           !
 2003.2!                                 +    !!           .  0  .           !
 2003.3!                                 +    !!           .  0  .           !
 2003.4!                                 +    !!           .  0  .           !
 2004.1!                                 +    !!           .  0  .           !
 2004.2!                                  +   !!           .  0  .           !
 2004.3!                                  +   !!           .  0  .           !
 2004.4!                                 *+   !!           . 0.  .           !
 2005.1!                                  + * !!           .  .0 .           !
 2005.2!                                   +* !!           .  0  .           !
 2005.3!                                   +* !!           .  0  .           !
 2005.4!                                   + *!!           .  .0 .           !
 2006.1!                                    +*!!           .  .0 .           !
 2006.2!                                    + !!           .  0  .           !
 2006.3!                                   + *!!           .  .0 .           !
 2006.4!                                    +*!!           .  .0 .           !
 2007.1!                                     +*!           .  .0 .           !
 2007.2!                                     +!!           .  0  .           !
 2007.3!                                     +!!           .  0  .           !
 2007.4!                                     +*!           .  .0 .           !
 2008.1!                                     +*!           .  0  .           !
 2008.2!                                     +*!           .  0  .           !
 2008.3!                                     +*!           .  .0 .           !
 2008.4!                                   * +!!           .0 .  .           !
 2009.1!                                  + * !!           .  .0 .           !
 2009.2!                                   +  !!           .  0  .           !
 2009.3!                                   +* !!           .  .0 .           !
 2009.4!                                   +* !!           .  .0 .           !
 2010.1!                                   +* !!           .  .0 .           !
 2010.2!                                   +  !!           .  0  .           !
 2010.3!                                  +  *!!           .  .0 .           !
 2010.4!                                   +* !!           .  .0 .           !
 2011.1!                                   + *!!           .  .0 .           !
 2011.2!                                    +*!!           .  0  .           !
 2011.3!                                    +*!!           .  .0 .           !
 2011.4!                                  *+  !!           . 0.  .           !
 2012.1!                                 +  * !!           .  . 0.           !
 2012.2!                                   +  !!           .  0  .           !
 2012.3!                                  +*  !!           .  .0 .           !
 2012.4!                                  +*  !!           .  .0 .           !


     15.04 percent of the residuals exceed 1 SE
      6.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHTU=CHPX$Q/TUPMM;                                                     
 GENR LAACHTU=LOG(AACHTU+.00001);                                             
 GENR LACHTU=LOG(ACHTU+.00001);                                               
 LHS AACHTU=EXP(LAACHTU)-.00001;                                              
  EQ 2257 LAACHTU C LACHTU(-1) PCHTU;                                         
EQUATION 1363  LAACHTU  
   RHS     C  LACHTU(-1)  PCHTU  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1363 PLOT=0;END;                                                     

Equation number = 1363
**********************

Dependent variable = LAACHTU 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.746770852

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.301980120       0.230787534   1.30848     1.000000
14498 LACHTU  ( -1)       0.782715852       0.061349622  12.75828    -4.799522
14496 PCHTU   (  0)      -0.890553871       0.314110922  -2.83516     1.450882

SE of equation            =     0.547357002
Sum of squared residuals  =  36.8507616      -0.692335078E-12
Average absolute error    =     0.327523136
Sum of ABS residuals      =  41.2679152    
R squared                 =   0.91580
Durbin-Watson statistic   =   2.33151
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!   *+                                 !!           . 0.  .           !
 1981.4!  * +                                 !!           .0 .  .           !
 1982.1*   +                                  !!          0.  .  .           !
 1982.2!  +  *                                !!           .  .  0           !
 1982.3!    * +                               !!           .0 .  .           !
 1982.4!*   +                                 !!           0  .  .           !
 1983.1! +      *                             !!           .  .  .  0        !
 1983.2!       +                              !!           .  0  .           !
 1983.3!       +                              !!           .  0  .           !
 1983.4!   *   +                              !!           0  .  .           !
 1984.1!    +*                                !!           .  .0 .           !
 1984.2!  *   +                               !!           0  .  .           !
 1984.3!  * +                                 !!           .0 .  .           !
 1984.4! *+                                   !!           .  0  .           !
 1985.1!  + *                                 !!           .  .0 .           !
 1985.2!     +                                !!           .  0  .           !
 1985.3!       +                *             !!           .  .  .           0
 1985.4!                      + *             !!           .  .0 .           !
 1986.1!                      *+              !!           . 0.  .           !
 1986.2!           *         +                !!     0     .  .  .           !
 1986.3!            +    *                    !!           .  .  .0          !
 1986.4!                +        *            !!           .  .  .    0      !
 1987.1!                 *      +             !!        0  .  .  .           !
 1987.2!                 +     *              !!           .  .  . 0         !
 1987.3!                  *    +              !!          0.  .  .           !
 1987.4!                   + *                !!           .  . 0.           !
 1988.1!                   * +                !!           .0 .  .           !
 1988.2!                    +                 !!           .  0  .           !
 1988.3!                   +    *             !!           .  .  .0          !
 1988.4!                    *  +              !!           .0 .  .           !
 1989.1!            *      +                  !!        0  .  .  .           !
 1989.2!              +        *              !!           .  .  .    0      !
 1989.3!                  *    +              !!          0.  .  .           !
 1989.4!                *  +                  !!           0  .  .           !
 1990.1!                +                     !!           .  0  .           !
 1990.2!                 +                    !!           . 0.  .           !
 1990.3!                 * +                  !!           .0 .  .           !
 1990.4!                 *  +                 !!           .0 .  .           !
 1991.1!               *   +                  !!          0.  .  .           !
 1991.2!                  +*                  !!           .  .0 .           !
 1991.3!                  *  +                !!           0  .  .           !
 1991.4!                 *  +                 !!           0  .  .           !
 1992.1!                *  +                  !!           0  .  .           !
 1992.2!                 *+                   !!           .0 .  .           !
 1992.3!                  *+                  !!           . 0.  .           !
 1992.4!                   +*                 !!           .  0  .           !
 1993.1!                  * +                 !!           .0 .  .           !
 1993.2!                    +*                !!           .  0  .           !
 1993.3!                      +               !!           . 0.  .           !
 1993.4!                       +              !!           .  0  .           !
 1994.1!                      * +             !!           . 0.  .           !
 1994.2!                       +              !!           .  .0 .           !
 1994.3!                    *   +             !!           0  .  .           !
 1994.4!                     +  *             !!           .  .  0           !
 1995.1!                        +*            !!           .  .0 .           !
 1995.2!                          +*          !!           .  .0 .           !
 1995.3!                          *+          !!           . 0.  .           !
 1995.4!                          +           !!           .  0  .           !
 1996.1!                       *   +          !!           0  .  .           !
 1996.2!                        +             !!           .  0  .           !
 1996.3!                        * +           !!           . 0.  .           !
 1996.4!                         + *          !!           .  .0 .           !
 1997.1!                          *+          !!           . 0.  .           !
 1997.2!                          +*          !!           .  .0 .           !
 1997.3!                          * +         !!           .0 .  .           !
 1997.4!                          +           !!           .  0  .           !
 1998.1!                         * +          !!           .0 .  .           !
 1998.2!                         + *          !!           .  .0 .           !
 1998.3!                           +*         !!           .  .0 .           !
 1998.4!                            +         !!           . 0.  .           !
 1999.1!                          * +         !!           .0 .  .           !
 1999.2!                          +*          !!           .  .0 .           !
 1999.3!                            +         !!           .  0  .           !
 1999.4!                            +         !!           . 0.  .           !
 2000.1!                            +         !!           .  0  .           !
 2000.2!                            +*        !!           .  .0 .           !
 2000.3!                             +        !!           .  0  .           !
 2000.4!                            +*        !!           .  .0 .           !
 2001.1!                            *+        !!           .  0  .           !
 2001.2!                           *+         !!           .  0  .           !
 2001.3!                           +          !!           .  0  .           !
 2001.4!                           +          !!           .  0  .           !
 2002.1!                           +*         !!           .  .0 .           !
 2002.2!                           +  *       !!           .  . 0.           !
 2002.3!                             +*       !!           .  0  .           !
 2002.4!                              +       !!           .  0  .           !
 2003.1!                              +*      !!           .  .0 .           !
 2003.2!                               +*     !!           .  .0 .           !
 2003.3!                                +     !!           .  .0 .           !
 2003.4!                                +     !!           .  0  .           !
 2004.1!                               *+     !!           . 0.  .           !
 2004.2!                               +*     !!           .  .0 .           !
 2004.3!                                +*    !!           .  0  .           !
 2004.4!                                *+    !!           . 0.  .           !
 2005.1!                                +*    !!           .  0  .           !
 2005.2!                                 +*   !!           .  .0 .           !
 2005.3!                                 *+   !!           .  0  .           !
 2005.4!                                 +*   !!           .  .0 .           !
 2006.1!                                  +   !!           .  .0 .           !
 2006.2!                                  + * !!           .  . 0.           !
 2006.3!                                    + !!           .  0  .           !
 2006.4!                                   +* !!           .  0  .           !
 2007.1!                                   +* !!           .  0  .           !
 2007.2!                                   + *!!           .  . 0.           !
 2007.3!                                     +*!           .  .0 .           !
 2007.4!                                    *+!!           . 0.  .           !
 2008.1!                                    + !!           .  0  .           !
 2008.2!                                    + !!           .  0  .           !
 2008.3!                                    + !!           .  0  .           !
 2008.4!                                    + !!           .  0  .           !
 2009.1!                                   +* !!           .  .0 .           !
 2009.2!                                   + *!!           .  .0 .           !
 2009.3!                                    +*!!           .  .0 .           !
 2009.4!                                     +!!           .  0  .           !
 2010.1!                                    +*!!           .  0  .           !
 2010.2!                                    +*!!           .  .0 .           !
 2010.3!                                     +!!           .  0  .           !
 2010.4!                                    +*!!           .  0  .           !
 2011.1!                                    +*!!           .  0  .           !
 2011.2!                                    + *!           .  . 0.           !
 2011.3!                                     +!!           .  0  .           !
 2011.4!                                     +!!           .  .0 .           !
 2012.1!                                    +*!!           .  0  .           !
 2012.2!                                    + *!           .  .0 .           !
 2012.3!                                     +!!           .  .0 .           !
 2012.4!                                     +!!           .  .0 .           !


     17.46 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PARTU=ARPX$Q/TUPMM;                                                     
 GENR LAAARTU=LOG(AAARTU+.00001);                                             
 GENR LAARTU=LOG(AARTU+.00001);                                               
 LHS AAARTU=EXP(LAAARTU)-.00001;                                              
  EQ 2258 LAAARTU C LAARTU(-1) PARTU;                                         
EQUATION 1364  LAAARTU  
   RHS     C  LAARTU(-1)  PARTU  
 SMPL 1982.4 2012.4;                                                          
Sample period is now  1982.4 to  2012.4 Internally:   124 to   244
 OLS;EST 1364 PLOT=0;END;                                                     

Equation number = 1364
**********************

Dependent variable = LAAARTU 

 1982.4 -   2012.4,    0 missing obs.,  121 obs. used.

Mean of dependent variable       -6.458952109

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.525545251       0.436469164  -3.49520     1.000000
14501 LAARTU  ( -1)       0.655192865       0.070513208   9.29178    -6.482943
14499 PARTU   (  0)      -0.464807804       0.279077409  -1.66552     1.475510

SE of equation            =     0.831110459
Sum of squared residuals  =  81.5078623       0.127338140E-10
Average absolute error    =     0.596237879
Sum of ABS residuals      =  72.1447834    
R squared                 =   0.54768
Durbin-Watson statistic   =   2.07028
SMPL and No. Obs.         = 1982.4   2012.4    121

Plot of actual(*) and fitted(+) values and residuals(0)


 1982.4!       *    +                         !!          0   .   .          !
 1983.1!           +    *                     !!          .   .   0          !
 1983.2!              *  +                    !!          .0  .   .          !
 1983.3!         *      +                     !!        0 .   .   .          !
 1983.4*             +                        !!   0      .   .   .          !
 1984.1!*     +                               !!         0.   .   .          !
 1984.2! *     +                              !!         0.   .   .          !
 1984.3!        +            *                !!          .   .   .     0    !
 1984.4!              *     +                 !!         0.   .   .          !
 1985.1!                +                  *  !!          .   .   .          0
 1985.2!                              +       *!          .   .   .  0       !
 1985.3!                             *   +    !!          .0  .   .          !
 1985.4!                          *+          !!          .  0.   .          !
 1986.1!                         +          * !!          .   .   .    0     !
 1986.2!                             *  +     !!          .0  .   .          !
 1986.3!                          *+          !!          .  0.   .          !
 1986.4!         *               +            !! 0        .   .   .          !
 1987.1!          *   +                       !!          .0  .   .          !
 1987.2!               +*                     !!          .   .0  .          !
 1987.3!         *         +                  !!      0   .   .   .          !
 1987.4!             * +                      !!          .  0.   .          !
 1988.1!                 +  *                 !!          .   . 0 .          !
 1988.2!               *      +               !!        0 .   .   .          !
 1988.3!                 *+                   !!          .  0.   .          !
 1988.4!                   +          *       !!          .   .   .   0      !
 1989.1!                   *        +         !!       0  .   .   .          !
 1989.2!                     +            *   !!          .   .   .     0    !
 1989.3!                               +     *!!          .   .   .0         !
 1989.4!                                 +    !!          .   0   .          !
 1990.1!                              +   *   !!          .   .  0.          !
 1990.2!                               +   *  !!          .   .  0.          !
 1990.3!                                +  *  !!          .   . 0 .          !
 1990.4!                                 +*   !!          .   0   .          !
 1991.1!                               *+     !!          .   0   .          !
 1991.2!                              +   *   !!          .   .  0.          !
 1991.3!                               +  *   !!          .   . 0 .          !
 1991.4!                                +     !!          .   0   .          !
 1992.1!                              +  *    !!          .   . 0 .          !
 1992.2!                               +  *   !!          .   . 0 .          !
 1992.3!                                + *   !!          .   . 0 .          !
 1992.4!                               +*     !!          .   .0  .          !
 1993.1!                              +*      !!          .   .0  .          !
 1993.2!                              + *     !!          .   .0  .          !
 1993.3!                              +*      !!          .   .0  .          !
 1993.4!                              +       !!          .   0   .          !
 1994.1!                   *         +        !!      0   .   .   .          !
 1994.2!                     +  *             !!          .   . 0 .          !
 1994.3!                        +  *          !!          .   . 0 .          !
 1994.4!                          *+          !!          .   0   .          !
 1995.1!                          +     *     !!          .   .   0          !
 1995.2!                              +    *  !!          .   .   0          !
 1995.3!                                +     !!          .   0   .          !
 1995.4!                             * +      !!          . 0 .   .          !
 1996.1!                            +  *      !!          .   . 0 .          !
 1996.2!                              +*      !!          .   .0  .          !
 1996.3!                              +       !!          .   0   .          !
 1996.4!                           * +        !!          .  0.   .          !
 1997.1!                           +        * !!          .   .   .  0       !
 1997.2!                               * +    !!          .  0.   .          !
 1997.3!                            * +       !!          .  0.   .          !
 1997.4!                        *   +         !!          .0  .   .          !
 1998.1!                         +     *      !!          .   .   .0         !
 1998.2!                              +    *  !!          .   .   0          !
 1998.3!                      *          +    !!     0    .   .   .          !
 1998.4!                      * +             !!          . 0 .   .          !
 1999.1!                        +*            !!          .   0   .          !
 1999.2!                          +       *   !!          .   .   . 0        !
 1999.3!                           *    +     !!          0   .   .          !
 1999.4!                    *       +         !!        0 .   .   .          !
 2000.1!                       + *            !!          .   . 0 .          !
 2000.2!                        * +           !!          . 0 .   .          !
 2000.3!                         +*           !!          .   .0  .          !
 2000.4!                          *+          !!          .  0.   .          !
 2001.1!                         * +          !!          . 0 .   .          !
 2001.2!                        * +           !!          . 0 .   .          !
 2001.3!                      *  +            !!          . 0 .   .          !
 2001.4!                        +   *         !!          .   .  0.          !
 2002.1!                           *+         !!          .  0.   .          !
 2002.2!                            +         !!          .   0   .          !
 2002.3!                          * +         !!          . 0 .   .          !
 2002.4!                         * +          !!          . 0 .   .          !
 2003.1!                          + *         !!          .   .0  .          !
 2003.2!                            +   *     !!          .   .  0.          !
 2003.3!                               +*     !!          .   .0  .          !
 2003.4!                       *       +      !!        0 .   .   .          !
 2004.1!                        *+            !!          .  0.   .          !
 2004.2!                          +   *       !!          .   .  0.          !
 2004.3!                              +   *   !!          .   .  0.          !
 2004.4!                           *    +     !!         0.   .   .          !
 2005.1!                          * +         !!          . 0 .   .          !
 2005.2!                           +  *       !!          .   .  0.          !
 2005.3!                            * +       !!          .  0.   .          !
 2005.4!                           * +        !!          .  0.   .          !
 2006.1!                          * +         !!          . 0 .   .          !
 2006.2!                           +*         !!          .   .0  .          !
 2006.3!                            +*        !!          .   .0  .          !
 2006.4!                           * +        !!          . 0 .   .          !
 2007.1!                        *   +         !!          .0  .   .          !
 2007.2!                         +            !!          .   0   .          !
 2007.3!                          +  *        !!          .   . 0 .          !
 2007.4!                            *+        !!          .   0   .          !
 2008.1!                         *  +         !!          .0  .   .          !
 2008.2!                         +   *        !!          .   .  0.          !
 2008.3!                           + *        !!          .   . 0 .          !
 2008.4!                           +          !!          .   0   .          !
 2009.1!                        *  +          !!          . 0 .   .          !
 2009.2!                        + *           !!          .   .0  .          !
 2009.3!                         *+           !!          .  0.   .          !
 2009.4!                       * +            !!          . 0 .   .          !
 2010.1!                      *  +            !!          . 0 .   .          !
 2010.2!                     *  +             !!          . 0 .   .          !
 2010.3!                        +   *         !!          .   .  0.          !
 2010.4!                       *    +         !!          0   .   .          !
 2011.1!                        +*            !!          .   .0  .          !
 2011.2!                          +  *        !!          .   .  0.          !
 2011.3!                            +  *      !!          .   . 0 .          !
 2011.4!                            * +       !!          .  0.   .          !
 2012.1!                          * +         !!          .  0.   .          !
 2012.2!                          +*          !!          .   0   .          !
 2012.3!                       *  +           !!          .0  .   .          !
 2012.4!                        + *           !!          .   .0  .          !


     23.97 percent of the residuals exceed 1 SE
      8.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRTU=BRPX$Q/TUPMM;                                                     
 GENR LAABRTU=LOG(AABRTU+.00001);                                             
 GENR LABRTU=LOG(ABRTU+.00001);                                               
 LHS AABRTU=EXP(LAABRTU)-.00001;                                              
  EQ 2259 LAABRTU C LABRTU(-1) PBRTU;                                         
EQUATION 1365  LAABRTU  
   RHS     C  LABRTU(-1)  PBRTU  
 SMPL 1988.3 2012.4;                                                          
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
 OLS;EST 1365 PLOT=0;END;                                                     

Equation number = 1365
**********************

Dependent variable = LAABRTU 

 1988.3 -   2012.4,    0 missing obs.,   98 obs. used.

Mean of dependent variable       -5.034384107

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.919435886       0.489151187  -3.92401     1.000000
14504 LABRTU  ( -1)       0.575642161       0.083238971   6.91554    -5.030444
14502 PBRTU   (  0)      -0.193315833       0.212514131  -0.90966     1.133962

SE of equation            =     0.279792413
Sum of squared residuals  =  7.43696048      -0.430677716E-11
Average absolute error    =     0.218653979
Sum of ABS residuals      =  21.4280899    
R squared                 =   0.33736
Durbin-Watson statistic   =   2.09421
SMPL and No. Obs.         = 1988.3   2012.4     98

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.3!                   +*                 !!        .     .0    .        !
 1988.4!                 +             *      !!        .     .     .     0  !
 1989.1!                       +            * !!        .     .     .    0   !
 1989.2!                           +         *!!        .     .     . 0      !
 1989.3!                            +         *!        .     .     . 0      !
 1989.4!                             +        !!        .     0     .        !
 1990.1!                       +*             !!        .     0     .        !
 1990.2!                     +     *          !!        .     .    0.        !
 1990.3!                       +     *        !!        .     .   0 .        !
 1990.4!                    *   +             !!        . 0   .     .        !
 1991.1!                   +     *            !!        .     .    0.        !
 1991.2!                      +      *        !!        .     .     0        !
 1991.3!                        +             !!        .    0.     .        !
 1991.4!                     +*               !!        .     0     .        !
 1992.1!                  +     *             !!        .     .    0.        !
 1992.2!                     +      *         !!        .     .     0        !
 1992.3!                       +    *         !!        .     .    0.        !
 1992.4!                       +       *      !!        .     .     0        !
 1993.1!                       *+             !!        .    0.     .        !
 1993.2!                    +*                !!        .     0     .        !
 1993.3!                   +    *             !!        .     .   0 .        !
 1993.4!                   * +                !!        .    0.     .        !
 1994.1!              *   +                   !!        .  0  .     .        !
 1994.2!       *       +                      !!       0.     .     .        !
 1994.3!          +      *                    !!        .     .     0        !
 1994.4!                +       *             !!        .     .     .0       !
 1995.1!                     +  *             !!        .     .  0  .        !
 1995.2!              *     +                 !!        .0    .     .        !
 1995.3!               +*                     !!        .     .0    .        !
 1995.4!               *+                     !!        .    0.     .        !
 1996.1!                + *                   !!        .     . 0   .        !
 1996.2!             *   +                    !!        .  0  .     .        !
 1996.3!               + *                    !!        .     . 0   .        !
 1996.4!                 +*                   !!        .     .0    .        !
 1997.1!      *          +                    !!    0   .     .     .        !
 1997.2!          +            *              !!        .     .     .    0   !
 1997.3!             *      +                 !!        .0    .     .        !
 1997.4!             *+                       !!        .    0.     .        !
 1998.1!               +            *         !!        .     .     .   0    !
 1998.2!                       +  *           !!        .     .  0  .        !
 1998.3!                      +*              !!        .     .0    .        !
 1998.4!     *               +                !! 0      .     .     .        !
 1999.1!         *+                           !!        .    0.     .        !
 1999.2!            +      *                  !!        .     .    0.        !
 1999.3!                 * +                  !!        .    0.     .        !
 1999.4*                 +                    !0        .     .     .        !
 2000.1!     * +                              !!        .    0.     .        !
 2000.2!          +    *                      !!        .     .   0 .        !
 2000.3!                +     *               !!        .     .    0.        !
 2000.4!         *         +                  !!     0  .     .     .        !
 2001.1!            +  *                      !!        .     .  0  .        !
 2001.2!       *        +                     !!       0.     .     .        !
 2001.3!*          +                          !!     0  .     .     .        !
 2001.4!       +                              !!        .     0     .        !
 2002.1!           +                          !!        .     0     .        !
 2002.2*            +                         !!   0    .     .     .        !
 2002.3!        +               *             !!        .     .     .      0 !
 2002.4!      *              +                !! 0      .     .     .        !
 2003.1!           +    *                     !!        .     .   0 .        !
 2003.2!                +     *               !!        .     .   0 .        !
 2003.3!              *     +                 !!        .0    .     .        !
 2003.4!             * +                      !!        .   0 .     .        !
 2004.1!                +                     !!        .     0     .        !
 2004.2!               +                      !!        .    0.     .        !
 2004.3!                + *                   !!        .     . 0   .        !
 2004.4!        *         +                   !!      0 .     .     .        !
 2005.1!          * +                         !!        .    0.     .        !
 2005.2!             +    *                   !!        .     .   0 .        !
 2005.3!                 +                    !!        .     0     .        !
 2005.4!       *        +                     !!      0 .     .     .        !
 2006.1!           + *                        !!        .     . 0   .        !
 2006.2!       *      +                       !!        0     .     .        !
 2006.3!           +  *                       !!        .     .  0  .        !
 2006.4!           *   +                      !!        .  0  .     .        !
 2007.1!     *       +                        !!       0.     .     .        !
 2007.2!         +*                           !!        .     0     .        !
 2007.3!             +*                       !!        .     .0    .        !
 2007.4!      *        +                      !!       0.     .     .        !
 2008.1!  *       +                           !!       0.     .     .        !
 2008.2!        +      *                      !!        .     .     0        !
 2008.3!    *          +                      !!     0  .     .     .        !
 2008.4! *     +                              !!        .0    .     .        !
 2009.1!  *    +                              !!        .0    .     .        !
 2009.2!        +  *                          !!        .     .  0  .        !
 2009.3!              +   *                   !!        .     .   0 .        !
 2009.4!            *    +                    !!        . 0   .     .        !
 2010.1!        *     +                       !!        .0    .     .        !
 2010.2!           +        *                 !!        .     .     . 0      !
 2010.3!                  +  *                !!        .     .  0  .        !
 2010.4!         *        +                   !!      0 .     .     .        !
 2011.1!         * +                          !!        .    0.     .        !
 2011.2!           +       *                  !!        .     .     .0       !
 2011.3!                 +    *               !!        .     .   0 .        !
 2011.4!          *       +                   !!       0.     .     .        !
 2012.1!       *   +                          !!        . 0   .     .        !
 2012.2!         +      *                     !!        .     .    0.        !
 2012.3!              *+                      !!        .     0     .        !
 2012.4!              *+                      !!        .    0.     .        !


     31.63 percent of the residuals exceed 1 SE
      5.10 percent of the residuals exceed 2 SE
@@EQ 2260 LAACETU C LACETU(-1) PCETU;SMPL 1995.3 2012.4;OLS;EST 2260 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMETU=MEPX$Q/TUPMM;                                                     
 GENR LAAMETU=LOG(AAMETU+.00001);                                             
 GENR LAMETU=LOG(AMETU+.00001);                                               
 LHS AAMETU=EXP(LAAMETU)-.00001;                                              
  EQ 2261 LAAMETU C LAMETU(-1) PMETU;                                         
EQUATION 1366  LAAMETU  
   RHS     C  LAMETU(-1)  PMETU  
 SMPL 1988.3 2012.4;                                                          
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
 OLS;EST 1366 PLOT=0;END;                                                     

Equation number = 1366
**********************

Dependent variable = LAAMETU 

 1988.3 -   2012.4,    0 missing obs.,   98 obs. used.

Mean of dependent variable       -7.911919359

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.972592033       0.566902203  -3.47960     1.000000
14507 LAMETU  ( -1)       0.638997185       0.078738153   8.11547    -7.916288
14505 PMETU   (  0)      -0.683748932       0.296505153  -2.30603     1.288253

SE of equation            =     0.501528656
Sum of squared residuals  =  23.8954443      -0.213598028E-10
Average absolute error    =     0.365982974
Sum of ABS residuals      =  35.8663315    
R squared                 =   0.53851
Durbin-Watson statistic   =   2.26393
SMPL and No. Obs.         = 1988.3   2012.4     98

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.3!                 + *                  !!          .   .0  .          !
 1988.4!               +          *           !!          .   .   .     0    !
 1989.1!            *      +                  !!        0 .   .   .          !
 1989.2!           +*                         !!          .   .0  .          !
 1989.3!          * +                         !!          .  0.   .          !
 1989.4!        *  +                          !!          . 0 .   .          !
 1990.1!         +                            !!          .   .0  .          !
 1990.2!        * +                           !!          . 0 .   .          !
 1990.3!           +                          !!          .   0   .          !
 1990.4!           *  +                       !!          . 0 .   .          !
 1991.1!             +                        !!          .   0   .          !
 1991.2!       *      +                       !!         0.   .   .          !
 1991.3!         *+                           !!          .   0   .          !
 1991.4!        *   +                         !!          .0  .   .          !
 1992.1!          +          *                !!          .   .   .    0     !
 1992.2!    *              +                  !!  0       .   .   .          !
 1992.3!        +   *                         !!          .   .  0.          !
 1992.4!            +           *             !!          .   .   .    0     !
 1993.1!              *     +                 !!         0.   .   .          !
 1993.2!              +    *                  !!          .   .   0          !
 1993.3!              *   +                   !!          0   .   .          !
 1993.4!        *     +                       !!         0.   .   .          !
 1994.1!          +   *                       !!          .   .  0.          !
 1994.2!    *        +                        !!      0   .   .   .          !
 1994.3!       +                              !!          .   0   .          !
 1994.4!        +  *                          !!          .   .  0.          !
 1995.1!            + *                       !!          .   . 0 .          !
 1995.2!              +   *                   !!          .   .  0.          !
 1995.3*                 +                    !0          .   .   .          !
 1995.4!     +  *                             !!          .   . 0 .          !
 1996.1!           +     *                    !!          .   .   .0         !
 1996.2!                 +                    !!          .   0   .          !
 1996.3!     *           +                    !!    0     .   .   .          !
 1996.4!        * +                           !!          . 0 .   .          !
 1997.1!          + *                         !!          .   . 0 .          !
 1997.2!              +*                      !!          .   . 0 .          !
 1997.3!                +                     !!          .   0   .          !
 1997.4!             *  +                     !!          . 0 .   .          !
 1998.1!              +                       !!          .   0   .          !
 1998.2!              +    *                  !!          .   .   0          !
 1998.3!                * +                   !!          . 0 .   .          !
 1998.4!        *        +                    !!       0  .   .   .          !
 1999.1!           +                          !!          .   0   .          !
 1999.2!            + *                       !!          .   .0  .          !
 1999.3!          *    +                      !!          0   .   .          !
 1999.4!            *+                        !!          .  0.   .          !
 2000.1!             +      *                 !!          .   .   . 0        !
 2000.2!                   +   *              !!          .   .   0          !
 2000.3!                *   +                 !!          .0  .   .          !
 2000.4!              * +                     !!          .  0.   .          !
 2001.1!        *      +                      !!        0 .   .   .          !
 2001.2!         *+                           !!          .  0.   .          !
 2001.3!        *  +                          !!          .0  .   .          !
 2001.4!        * +                           !!          .  0.   .          !
 2002.1!          +      *                    !!          .   .   . 0        !
 2002.2!                +*                    !!          .   .0  .          !
 2002.3!                 +    *               !!          .   .   0          !
 2002.4!                    +     *           !!          .   .   .0         !
 2003.1!                       + *            !!          .   . 0 .          !
 2003.2!                       +     *        !!          .   .   .0         !
 2003.3!                    *    +            !!          0   .   .          !
 2003.4!                    +    *            !!          .   .   .0         !
 2004.1!                     * +              !!          . 0 .   .          !
 2004.2!                    +*                !!          .   .0  .          !
 2004.3!                     + *              !!          .   . 0 .          !
 2004.4!                       + *            !!          .   . 0 .          !
 2005.1!               *       +              !!       0  .   .   .          !
 2005.2!                *+                    !!          .   0   .          !
 2005.3!                 *+                   !!          .   0   .          !
 2005.4!                  +      *            !!          .   .   .0         !
 2006.1!               *       +              !!        0 .   .   .          !
 2006.2!                *+                    !!          .  0.   .          !
 2006.3!                *+                    !!          .  0.   .          !
 2006.4!                * +                   !!          .  0.   .          !
 2007.1!              *   +                   !!          .0  .   .          !
 2007.2!               * +                    !!          .  0.   .          !
 2007.3!                 *+                   !!          .   0   .          !
 2007.4!                  *+                  !!          .  0.   .          !
 2008.1!                  *+                  !!          .  0.   .          !
 2008.2!                   *+                 !!          .   0   .          !
 2008.3!                    *+                !!          .   0   .          !
 2008.4!                  *  +                !!          . 0 .   .          !
 2009.1!                   +  *               !!          .   .  0.          !
 2009.2!                     + *              !!          .   .0  .          !
 2009.3!                      +   *           !!          .   .  0.          !
 2009.4!                    *   +             !!          .0  .   .          !
 2010.1!                     +*               !!          .   .0  .          !
 2010.2!                      +      *        !!          .   .   . 0        !
 2010.3!                         *+           !!          .  0.   .          !
 2010.4!                       +     *        !!          .   .   .0         !
 2011.1!                          + *         !!          .   .0  .          !
 2011.2!                          +           !!          .   .0  .          !
 2011.3!                         +   *        !!          .   .  0.          !
 2011.4!                          +  *        !!          .   .  0.          !
 2012.1!                          +          *!!          .   .   .    0     !
 2012.2!                               +      *!          .   .   . 0        !
 2012.3!                                +  *  !!          .   .  0.          !
 2012.4!                            * +       !!          .  0.   .          !


     26.53 percent of the residuals exceed 1 SE
      7.14 percent of the residuals exceed 2 SE
@EQ  2262 LAAPETU C LAPETU(-1) PPETU;SMPL 1989.2 2012.4;OLS;EST 2262 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDTU=PDPX$/TUPMM;                                                      
 GENR LAAPDTU=LOG(AAPDTU+.00001);                                             
 GENR LAPDTU=LOG(APDTU+.00001);                                               
 LHS AAPDTU=EXP(LAAPDTU)-.00001;                                              
  EQ 2263 LAAPDTU C LAPDTU(-1) PPDTU;                                         
EQUATION 1367  LAAPDTU  
   RHS     C  LAPDTU(-1)  PPDTU  
 SMPL 1990.2 2012.4;                                                          
Sample period is now  1990.2 to  2012.4 Internally:   154 to   244
 OLS;EST 1367 PLOT=0;END;                                                     

Equation number = 1367
**********************

Dependent variable = LAAPDTU 

 1990.2 -   2012.4,    0 missing obs.,   91 obs. used.

Mean of dependent variable       -5.337643851

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.104635442       0.324465674   0.32249     1.000000
14510 LAPDTU  ( -1)       0.851488033       0.062598324  13.60241    -5.361081
14508 PPDTU   (  0)      -0.698989446       0.407292374  -1.71619     1.255216

SE of equation            =     0.367421605
Sum of squared residuals  =  11.8798800       0.593791682E-11
Average absolute error    =     0.260815582
Sum of ABS residuals      =  23.7342180    
R squared                 =   0.87049
Durbin-Watson statistic   =   2.25160
SMPL and No. Obs.         = 1990.2   2012.4     91

Plot of actual(*) and fitted(+) values and residuals(0)


 1990.2!          +            *              !!         .    .    .         0
 1990.3!                      +         *     !!         .    .    .    0    !
 1990.4!                             * +      !!         .   0.    .         !
 1991.1!                        *   +         !!         .0   .    .         !
 1991.2!              *        +              !!    0    .    .    .         !
 1991.3!              +      *                !!         .    .    .  0      !
 1991.4!                    +  *              !!         .    . 0  .         !
 1992.1!              *      +                !!      0  .    .    .         !
 1992.2!            * +                       !!         . 0  .    .         !
 1992.3!             +     *                  !!         .    .    . 0       !
 1992.4!                 + *                  !!         .    . 0  .         !
 1993.1!          *      +                    !!      0  .    .    .         !
 1993.2!           +                          !!         .    0    .         !
 1993.3!      *     +                         !!        0.    .    .         !
 1993.4!       +        *                     !!         .    .    .   0     !
 1994.1!  *            +                      !0         .    .    .         !
 1994.2!   +    *                             !!         .    .    .0        !
 1994.3! *      +                             !!      0  .    .    .         !
 1994.4! +    *                               !!         .    .    .0        !
 1995.1!     *+                               !!         .   0.    .         !
 1995.2!      + *                             !!         .    . 0  .         !
 1995.3!          +  *                        !!         .    .   0.         !
 1995.4!            * +                       !!         .  0 .    .         !
 1996.1!          *  +                        !!         .0   .    .         !
 1996.2! *         +                          !!   0     .    .    .         !
 1996.3!    +                                 !!         .    0    .         !
 1996.4!     * +                              !!         .  0 .    .         !
 1997.1*       +                              !!      0  .    .    .         !
 1997.2*  +                                   !!         . 0  .    .         !
 1997.3!  +        *                          !!         .    .    .   0     !
 1997.4! *          +                         !!  0      .    .    .         !
 1998.1!   *+                                 !!         .   0.    .         !
 1998.2!  *  +                                !!         . 0  .    .         !
 1998.3!     +                                !!         .    0    .         !
 1998.4! *      +                             !!       0 .    .    .         !
 1999.1!  * +                                 !!         .   0.    .         !
 1999.2!    + *                               !!         .    . 0  .         !
 1999.3!        +     *                       !!         .    .    .0        !
 1999.4!             * +                      !!         .  0 .    .         !
 2000.1!           *  +                       !!         .  0 .    .         !
 2000.2!      *     +                         !!       0 .    .    .         !
 2000.3!       +     *                        !!         .    .    . 0       !
 2000.4!              +                       !!         .    .0   .         !
 2001.1!              + *                     !!         .    . 0  .         !
 2001.2!               *+                     !!         .   0.    .         !
 2001.3!              +   *                   !!         .    .   0.         !
 2001.4!             *   +                    !!         0    .    .         !
 2002.1!            +     *                   !!         .    .    .0        !
 2002.2!                  +  *                !!         .    .   0.         !
 2002.3!                    *+                !!         .   0.    .         !
 2002.4!                    +   *             !!         .    .   0.         !
 2003.1!                    *   +             !!         .0   .    .         !
 2003.2!                     +*               !!         .    .0   .         !
 2003.3!                      +*              !!         .    .0   .         !
 2003.4!                        + *           !!         .    . 0  .         !
 2004.1!                          + *         !!         .    . 0  .         !
 2004.2!                            +  *      !!         .    .   0.         !
 2004.3!                              *+      !!         .   0.    .         !
 2004.4!                              +  *    !!         .    . 0  .         !
 2005.1!                               * +    !!         .   0.    .         !
 2005.2!                               +*     !!         .    . 0  .         !
 2005.3!                                +*    !!         .    .0   .         !
 2005.4!                                 +    !!         .    .0   .         !
 2006.1!                                 +    !!         .    0    .         !
 2006.2!                                *+    !!         .   0.    .         !
 2006.3!                              * +     !!         .  0 .    .         !
 2006.4!                              + *     !!         .    . 0  .         !
 2007.1!                               *+     !!         .   0.    .         !
 2007.2!                              *+      !!         .   0.    .         !
 2007.3!                              *+      !!         .   0.    .         !
 2007.4!                              +    *  !!         .    .    0         !
 2008.1!                                  *+  !!         .   0.    .         !
 2008.2!                                *  +  !!         . 0  .    .         !
 2008.3!                              *  +    !!         . 0  .    .         !
 2008.4!                               +      !!         .    0    .         !
 2009.1!                               + *    !!         .    .  0 .         !
 2009.2!                                +   * !!         .    .   0.         !
 2009.3!                                    + *!         .    . 0  .         !
 2009.4!                                     +!!         .   0.    .         !
 2010.1!                                    + !!         .   0.    .         !
 2010.2!                                   +  !!         .    0    .         !
 2010.3!                                  +*  !!         .    0    .         !
 2010.4!                                  +   *!         .    .   0.         !
 2011.1!                                     +!!         .   0.    .         !
 2011.2!                                    + *!         .    .0   .         !
 2011.3!                                    *+!!         .    0    .         !
 2011.4!                                    +*!!         .    . 0  .         !
 2012.1!                                     +*!         .    .0   .         !
 2012.2!                                    *+!!         .   0.    .         !
 2012.3!                                   +* !!         .    .0   .         !
 2012.4!                                    +*!!         .    .0   .         !


     25.27 percent of the residuals exceed 1 SE
      6.59 percent of the residuals exceed 2 SE
@@EQ 2264 LAARUTU C LARUTU(-1) PRUTU;SMPL 1992.3 2012.4;OLS;EST 2264 PLOT=0;EN
@@EQ 2265 LAAUETU C LAUETU(-1) PUETU;SMPL 1996.1 2012.4;OLS;EST 2265 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PEGTU=EGPX$/TUPMM;                                                      
 GENR LAAEGTU=LOG(AAEGTU+.00001);                                             
 GENR LAEGTU=LOG(AEGTU+.00001);                                               
 LHS AAEGTU=EXP(LAAEGTU)-.00001;                                              
  EQ 2266 LAAEGTU C LAEGTU(-1) PEGTU;                                         
EQUATION 1368  LAAEGTU  
   RHS     C  LAEGTU(-1)  PEGTU  
 SMPL 1988.3 2012.4;                                                          
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
 OLS;EST 1368 PLOT=0;END;                                                     

Equation number = 1368
**********************

Dependent variable = LAAEGTU 

 1988.3 -   2012.4,    0 missing obs.,   98 obs. used.

Mean of dependent variable       -6.089762905

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.718090083       0.335874403  -2.13797     1.000000
14513 LAEGTU  ( -1)       0.603499999       0.081300413   7.42309    -6.119980
14511 PEGTU   (  0)      -1.302745026       0.349342841  -3.72913     1.288253

SE of equation            =     0.432726473
Sum of squared residuals  =  17.7889591       0.689492907E-11
Average absolute error    =     0.314758355
Sum of ABS residuals      =  30.8463188    
R squared                 =   0.73256
Durbin-Watson statistic   =   2.37940
SMPL and No. Obs.         = 1988.3   2012.4     98

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.3!          +                           !!          .   0   .          !
 1988.4*          +                           !!    0     .   .   .          !
 1989.1!   +               *                  !!          .   .   .          0
 1989.2!                + *                   !!          .   .0  .          !
 1989.3!                +*                    !!          .   0   .          !
 1989.4!               * +                    !!          . 0 .   .          !
 1990.1!          *   +                       !!          .0  .   .          !
 1990.2!             +                        !!          .   0   .          !
 1990.3!           *     +                    !!        0 .   .   .          !
 1990.4!                 +*                   !!          .   .0  .          !
 1991.1!                    + *               !!          .   . 0 .          !
 1991.2!                *     +               !!        0 .   .   .          !
 1991.3!               *  +                   !!          . 0 .   .          !
 1991.4!                  +                   !!          .   0   .          !
 1992.1!             *     +                  !!         0.   .   .          !
 1992.2!     *           +                    !!  0       .   .   .          !
 1992.3!            +      *                  !!          .   .   .  0       !
 1992.4!               *   +                  !!          0   .   .          !
 1993.1!                +                     !!          .   .0  .          !
 1993.2!               *   +                  !!          .0  .   .          !
 1993.3!               *  +                   !!          .0  .   .          !
 1993.4!           *      +                   !!       0  .   .   .          !
 1994.1!               +        *             !!          .   .   .    0     !
 1994.2!                      +  *            !!          .   .   0          !
 1994.3!                      +     *         !!          .   .   .0         !
 1994.4!                       + *            !!          .   . 0 .          !
 1995.1!                    * +               !!          . 0 .   .          !
 1995.2!                    +*                !!          .   .0  .          !
 1995.3!                      +      *        !!          .   .   .  0       !
 1995.4!                       *   +          !!          0   .   .          !
 1996.1!                        +   *         !!          .   .   0          !
 1996.2!                        * +           !!          . 0 .   .          !
 1996.3!                        +  *          !!          .   . 0 .          !
 1996.4!                        * +           !!          . 0 .   .          !
 1997.1!                     * +              !!          . 0 .   .          !
 1997.2!                    * +               !!          . 0 .   .          !
 1997.3!                      +    *          !!          .   .   .0         !
 1997.4!                      *   +           !!          0   .   .          !
 1998.1!                      +               !!          .   0   .          !
 1998.2!                      +  *            !!          .   .  0.          !
 1998.3!                         + *          !!          .   . 0 .          !
 1998.4!                        * +           !!          . 0 .   .          !
 1999.1!                      * +             !!          . 0 .   .          !
 1999.2!                      +     *         !!          .   .   . 0        !
 1999.3!                         *+           !!          .  0.   .          !
 1999.4!                     *   +            !!          0   .   .          !
 2000.1!                      +               !!          .   .0  .          !
 2000.2!                     * +              !!          . 0 .   .          !
 2000.3!                      +  *            !!          .   .  0.          !
 2000.4!                        + *           !!          .   . 0 .          !
 2001.1!                     *   +            !!          0   .   .          !
 2001.2!                    +*                !!          .   .0  .          !
 2001.3!                     +*               !!          .   .0  .          !
 2001.4!                      +*              !!          .   . 0 .          !
 2002.1!                      +               !!          .   0   .          !
 2002.2!                      +               !!          .   0   .          !
 2002.3!                    *  +              !!          .0  .   .          !
 2002.4!                   *  +               !!          .0  .   .          !
 2003.1!                      +   *           !!          .   .   0          !
 2003.2!                      *   +           !!          0   .   .          !
 2003.3!                        + *           !!          .   .  0.          !
 2003.4!                      *    +          !!         0.   .   .          !
 2004.1!                      *  +            !!          . 0 .   .          !
 2004.2!                         +   *        !!          .   .   0          !
 2004.3!                           * +        !!          .0  .   .          !
 2004.4!                          * +         !!          . 0 .   .          !
 2005.1!                            +         !!          .   0   .          !
 2005.2!                            +*        !!          .   .0  .          !
 2005.3!                            *+        !!          .  0.   .          !
 2005.4!                            +         !!          .   0   .          !
 2006.1!                         *   +        !!          .0  .   .          !
 2006.2!                           +*         !!          .   0   .          !
 2006.3!                             +        !!          .   0   .          !
 2006.4!                           * +        !!          . 0 .   .          !
 2007.1!                           * +        !!          . 0 .   .          !
 2007.2!                            +         !!          .   0   .          !
 2007.3!                            * +       !!          .  0.   .          !
 2007.4!                            * +       !!          . 0 .   .          !
 2008.1!                              +  *    !!          .   .  0.          !
 2008.2!                                 +    !!          .   0   .          !
 2008.3!                                *+    !!          .  0.   .          !
 2008.4!                             *  +     !!          . 0 .   .          !
 2009.1!                             +   *    !!          .   .   0          !
 2009.2!                                +  *  !!          .   .  0.          !
 2009.3!                                  +   !!          .   0   .          !
 2009.4!                                 +*   !!          .   .0  .          !
 2010.1!                                 + *  !!          .   . 0 .          !
 2010.2!                                 +  * !!          .   . 0 .          !
 2010.3!                                 +    !!          .   0   .          !
 2010.4!                                + *   !!          .   . 0 .          !
 2011.1!                                 +*   !!          .   .0  .          !
 2011.2!                                 +    *!          .   .   0          !
 2011.3!                                   + *!!          .   .0  .          !
 2011.4!                                  + * !!          .   . 0 .          !
 2012.1!                                  +  *!!          .   .  0.          !
 2012.2!                                  + * !!          .   .0  .          !
 2012.3!                                 +  * !!          .   .  0.          !
 2012.4!                                  +   *!          .   .   0          !


     22.45 percent of the residuals exceed 1 SE
      4.08 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PISTU=ISPX$/TUPMM;                                                      
 GENR LAAISTU=LOG(AAISTU+.00001);                                             
 GENR LAISTU=LOG(AISTU+.00001);                                               
 LHS AAISTU=EXP(LAAISTU)-.00001;                                              
  EQ 2267 LAAISTU C LAISTU(-1) PISTU;                                         
EQUATION 1369  LAAISTU  
   RHS     C  LAISTU(-1)  PISTU  
 SMPL 1968.2 2012.4;                                                          
Sample period is now  1968.2 to  2012.4 Internally:    66 to   244
 OLS;EST 1369 PLOT=0;END;                                                     

Equation number = 1369
**********************

Dependent variable = LAAISTU 

 1968.2 -   2012.4,    0 missing obs.,  179 obs. used.

Mean of dependent variable       -5.291393680

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.524336743       0.295908237  -5.15138     1.000000
14516 LAISTU  ( -1)       0.645757181       0.058732701  10.99485    -5.296083
14514 PISTU   (  0)      -0.277195858       0.151769281  -1.82643     1.252088

SE of equation            =     0.423590710
Sum of squared residuals  =  31.5795197       0.109618981E-10
Average absolute error    =     0.302797619
Sum of ABS residuals      =  54.2007738    
R squared                 =   0.48435
Durbin-Watson statistic   =   2.29447
SMPL and No. Obs.         = 1968.2   2012.4    179

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.2!              *    +                  !!           0  .  .           !
 1968.3!          *      +                    !!          0.  .  .           !
 1968.4!               +  *                   !!           .  . 0.           !
 1969.1!                  * +                 !!           .0 .  .           !
 1969.2!                *   +                 !!           0  .  .           !
 1969.3!         *         +                  !!        0  .  .  .           !
 1969.4!              +         *             !!           .  .  .  0        !
 1970.1!                     *  +             !!           .0 .  .           !
 1970.2!                 *    +               !!           0  .  .           !
 1970.3!                   +                  !!           .  0  .           !
 1970.4!                   * +                !!           . 0.  .           !
 1971.1!                     + *              !!           .  .0 .           !
 1971.2!                   *    +             !!           0  .  .           !
 1971.3!                     +*               !!           .  0  .           !
 1971.4!                       +   *          !!           .  .  0           !
 1972.1!                           + *        !!           .  .0 .           !
 1972.2!                        *  +          !!           . 0.  .           !
 1972.3!                        + *           !!           .  .0 .           !
 1972.4!                         +  *         !!           .  . 0.           !
 1973.1!   *                      +           !0           .  .  .           !
 1973.2!          +*                          !!           .  .0 .           !
 1973.3!               +*                     !!           .  .0 .           !
 1973.4*                   +                  !! 0         .  .  .           !
 1974.1!        +*                            !!           .  .0 .           !
 1974.2!              + *                     !!           .  .0 .           !
 1974.3!                   + *                !!           .  . 0.           !
 1974.4!               *       +              !!         0 .  .  .           !
 1975.1!                   +  *               !!           .  . 0.           !
 1975.2!                        +*            !!           .  .0 .           !
 1975.3!                   *     +            !!          0.  .  .           !
 1975.4!                     *+               !!           . 0.  .           !
 1976.1!                    * +               !!           . 0.  .           !
 1976.2!                  *   +               !!           .0 .  .           !
 1976.3!                 *   +                !!           0  .  .           !
 1976.4!            *       +                 !!         0 .  .  .           !
 1977.1!                 +   *                !!           .  .  0           !
 1977.2!                      +  *            !!           .  . 0.           !
 1977.3!                         +    *       !!           .  .  0           !
 1977.4!                   *        +         !!        0  .  .  .           !
 1978.1!                    +           *     !!           .  .  .    0      !
 1978.2!                             +   *    !!           .  . 0.           !
 1978.3!                             +    *   !!           .  .  0           !
 1978.4!                              +  *    !!           .  . 0.           !
 1979.1!                             +        *!           .  .  .  0        !
 1979.2!                            *    +    !!           0  .  .           !
 1979.3!                       *  +           !!           .0 .  .           !
 1979.4!               *       +              !!         0 .  .  .           !
 1980.1!                  +               *   !!           .  .  .      0    !
 1980.2!                              +       !!           .  0  .           !
 1980.3!                     *      +         !!         0 .  .  .           !
 1980.4!                      +      *        !!           .  .  .0          !
 1981.1!        *                  +          !! 0         .  .  .           !
 1981.2!        *  +                          !!           .0 .  .           !
 1981.3!            +                         !!           .  0  .           !
 1981.4!              +        *              !!           .  .  .  0        !
 1982.1!            *        +                !!        0  .  .  .           !
 1982.2!               +     *                !!           .  .  .0          !
 1982.3!            *      +                  !!          0.  .  .           !
 1982.4!              +      *                !!           .  .  .0          !
 1983.1!                   +     *            !!           .  .  .0          !
 1983.2!                *     +               !!          0.  .  .           !
 1983.3!   *             +                    !!     0     .  .  .           !
 1983.4!        +    *                        !!           .  .  0           !
 1984.1!               +*                     !!           .  .0 .           !
 1984.2!                 +  *                 !!           .  . 0.           !
 1984.3!           *        +                 !!         0 .  .  .           !
 1984.4!            *+                        !!           . 0.  .           !
 1985.1!              +  *                    !!           .  . 0.           !
 1985.2!               *  +                   !!           . 0.  .           !
 1985.3!                 +*                   !!           .  .0 .           !
 1985.4!             *     +                  !!          0.  .  .           !
 1986.1!                + *                   !!           .  .0 .           !
 1986.2!         *         +                  !!        0  .  .  .           !
 1986.3!             +  *                     !!           .  . 0.           !
 1986.4!                 +*                   !!           .  .0 .           !
 1987.1!            *      +                  !!         0 .  .  .           !
 1987.2!          *    +                      !!           0  .  .           !
 1987.3!              +*                      !!           .  .0 .           !
 1987.4!           *     +                    !!          0.  .  .           !
 1988.1!               +*                     !!           .  .0 .           !
 1988.2!         *       +                    !!        0  .  .  .           !
 1988.3!            + *                       !!           .  .0 .           !
 1988.4!                + *                   !!           .  .0 .           !
 1989.1!                  + *                 !!           .  .0 .           !
 1989.2!                    +  *              !!           .  . 0.           !
 1989.3!                  *   +               !!           .0 .  .           !
 1989.4!                  *+                  !!           . 0.  .           !
 1990.1!             *   +                    !!           0  .  .           !
 1990.2!              + *                     !!           .  .0 .           !
 1990.3!                  +   *               !!           .  . 0.           !
 1990.4!                      +*              !!           .  0  .           !
 1991.1!                 *    +               !!           0  .  .           !
 1991.2!                   +                  !!           .  0  .           !
 1991.3!                    +*                !!           .  .0 .           !
 1991.4!                     +     *          !!           .  .  .0          !
 1992.1!                      *  +            !!           .0 .  .           !
 1992.2!                  *   +               !!           .0 .  .           !
 1992.3!                    + *               !!           .  . 0.           !
 1992.4!                 *    +               !!           0  .  .           !
 1993.1!                 *+                   !!           . 0.  .           !
 1993.2!                *  +                  !!           . 0.  .           !
 1993.3!                  +     *             !!           .  .  0           !
 1993.4!                    *  +              !!           .0 .  .           !
 1994.1!                   *+                 !!           . 0.  .           !
 1994.2!               *    +                 !!           0  .  .           !
 1994.3!                 +  *                 !!           .  . 0.           !
 1994.4!                    +   *             !!           .  .  0           !
 1995.1!                     * +              !!           . 0.  .           !
 1995.2!                     + *              !!           .  .0 .           !
 1995.3!                       +              !!           .  0  .           !
 1995.4!                     * +              !!           . 0.  .           !
 1996.1!                     *+               !!           .  0  .           !
 1996.2!                      + *             !!           .  . 0.           !
 1996.3!                    *   +             !!           0  .  .           !
 1996.4!                    *+                !!           . 0.  .           !
 1997.1!                     +*               !!           .  .0 .           !
 1997.2!                      +               !!           .  0  .           !
 1997.3!                      +   *           !!           .  . 0.           !
 1997.4!                      *  +            !!           .0 .  .           !
 1998.1!                      + *             !!           .  .0 .           !
 1998.2!                       + *            !!           .  .0 .           !
 1998.3!                        + *           !!           .  .0 .           !
 1998.4!                       * +            !!           . 0.  .           !
 1999.1!                       + *            !!           .  .0 .           !
 1999.2!                        +*            !!           .  .0 .           !
 1999.3!                        +     *       !!           .  .  0           !
 1999.4!                           +  *       !!           .  . 0.           !
 2000.1!                            +         !!           .  0  .           !
 2000.2!                          +   *       !!           .  .  0           !
 2000.3!                           +          !!           .  0  .           !
 2000.4!                         +            !!           .  0  .           !
 2001.1!                       *+             !!           . 0.  .           !
 2001.2!                      +   *           !!           .  .  0           !
 2001.3!                         +   *        !!           .  .  0           !
 2001.4!                          +    *      !!           .  .  0           !
 2002.1!                            +*        !!           .  0  .           !
 2002.2!                          + *         !!           .  .0 .           !
 2002.3!                          + *         !!           .  .0 .           !
 2002.4!                          +*          !!           .  .0 .           !
 2003.1!                        * +           !!           . 0.  .           !
 2003.2!                        +   *         !!           .  .  0           !
 2003.3!                          + *         !!           .  .0 .           !
 2003.4!                          +*          !!           .  .0 .           !
 2004.1!                          +    *      !!           .  .  0           !
 2004.2!                            + *       !!           .  .0 .           !
 2004.3!                            + *       !!           .  . 0.           !
 2004.4!                            +  *      !!           .  . 0.           !
 2005.1!                            + *       !!           .  .0 .           !
 2005.2!                            +  *      !!           .  . 0.           !
 2005.3!                            +  *      !!           .  .0 .           !
 2005.4!                           *+         !!           .  0  .           !
 2006.1!                          +           !!           .  0  .           !
 2006.2!                         +  *         !!           .  . 0.           !
 2006.3!                         * +          !!           . 0.  .           !
 2006.4!                         +   *        !!           .  . 0.           !
 2007.1!                           +          !!           .  0  .           !
 2007.2!                          +   *       !!           .  .  0           !
 2007.3!                            +*        !!           .  .0 .           !
 2007.4!                           +  *       !!           .  . 0.           !
 2008.1!                            +*        !!           .  .0 .           !
 2008.2!                           +   *      !!           .  .  0           !
 2008.3!                             +        !!           .  0  .           !
 2008.4!                           +  *       !!           .  . 0.           !
 2009.1!                            +  *      !!           .  .  0           !
 2009.2!                            + *       !!           .  .0 .           !
 2009.3!                            +*        !!           .  .0 .           !
 2009.4!                           +*         !!           .  .0 .           !
 2010.1!                          + *         !!           .  .0 .           !
 2010.2!                          +    *      !!           .  .  0           !
 2010.3!                            +*        !!           .  .0 .           !
 2010.4!                         * +          !!           . 0.  .           !
 2011.1!                        +     *       !!           .  .  .0          !
 2011.2!                            + *       !!           .  .0 .           !
 2011.3!                           +   *      !!           .  . 0.           !
 2011.4!                            +*        !!           .  0  .           !
 2012.1!                           +*         !!           .  .0 .           !
 2012.2!                          +*          !!           .  0  .           !
 2012.3!                         +*           !!           .  0  .           !
 2012.4!                         +*           !!           .  .0 .           !


     20.11 percent of the residuals exceed 1 SE
      3.35 percent of the residuals exceed 2 SE
@@EQ 2268 LAAKETU C LAKETU(-1) PKETU;SMPL 1991.3 2012.4;OLS;EST 2268 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBATU=BAPX$/TUPMM;                                                      
 GENR LAABATU=LOG(AABATU+.00001);                                             
 GENR LABATU=LOG(ABATU+.00001);                                               
 LHS AABATU=EXP(LAABATU)-.00001;                                              
  EQ 2269 LAABATU C LABATU(-1) PBATU;                                         
EQUATION 1370  LAABATU  
   RHS     C  LABATU(-1)  PBATU  
 SMPL 1974.4 2012.4;                                                          
Sample period is now  1974.4 to  2012.4 Internally:    92 to   244
 OLS;EST 1370 PLOT=0;END;                                                     

Equation number = 1370
**********************

Dependent variable = LAABATU 

 1974.4 -   2012.4,    0 missing obs.,  153 obs. used.

Mean of dependent variable       -7.247295365

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.204189714       0.412272610  -5.34644     1.000000
14519 LABATU  ( -1)       0.656906308       0.058848291  11.16271    -7.267667
14517 PBATU   (  0)      -0.154196011       0.067263079  -2.29243     1.744073

SE of equation            =     0.497798325
Sum of squared residuals  =  37.1704759      -0.277493584E-10
Average absolute error    =     0.364002595
Sum of ABS residuals      =  55.6923970    
R squared                 =   0.51110
Durbin-Watson statistic   =   2.18179
SMPL and No. Obs.         = 1974.4   2012.4    153

Plot of actual(*) and fitted(+) values and residuals(0)


 1974.4!       +*                             !!           .  0  .           !
 1975.1!           +         *                !!           .  .  .  0        !
 1975.2!                    *+                !!           . 0.  .           !
 1975.3!                   + *                !!           .  .0 .           !
 1975.4!                   *+                 !!           . 0.  .           !
 1976.1!                  *+                  !!           .  0  .           !
 1976.2!               *  +                   !!           .0 .  .           !
 1976.3!                +     *               !!           .  .  .0          !
 1976.4!                     + *              !!           .  .0 .           !
 1977.1!             *       +                !!         0 .  .  .           !
 1977.2!             * +                      !!           . 0.  .           !
 1977.3!               +            *         !!           .  .  .    0      !
 1977.4!                   *     +            !!          0.  .  .           !
 1978.1!            *      +                  !!         0 .  .  .           !
 1978.2!              +       *               !!           .  .  . 0         !
 1978.3!                    +          *      !!           .  .  .   0       !
 1978.4!                           +*         !!           .  .0 .           !
 1979.1!                     *   +            !!           0  .  .           !
 1979.2!                    +     *           !!           .  .  .0          !
 1979.3!                        +   *         !!           .  .  0           !
 1979.4!                         +*           !!           .  .0 .           !
 1980.1!                       +*             !!           .  0  .           !
 1980.2!            *         +               !!        0  .  .  .           !
 1980.3!               +    *                 !!           .  .  0           !
 1980.4!                    +       *         !!           .  .  . 0         !
 1981.1!                  *      +            !!         0 .  .  .           !
 1981.2!                 +   *                !!           .  .  0           !
 1981.3!                    +        *        !!           .  .  .  0        !
 1981.4!                        *+            !!           .  0  .           !
 1982.1!                      +*              !!           .  .0 .           !
 1982.2!                     +                !!           .  0  .           !
 1982.3!             *     +                  !!          0.  .  .           !
 1982.4!              +           *           !!           .  .  .   0       !
 1983.1!              *        +              !!        0  .  .  .           !
 1983.2!               +     *                !!           .  .  .0          !
 1983.3!                    +*                !!           .  .0 .           !
 1983.4!                   + *                !!           .  .0 .           !
 1984.1!              *    +                  !!           0  .  .           !
 1984.2!               +   *                  !!           .  .  0           !
 1984.3!                  +    *              !!           .  .  0           !
 1984.4!                  +  *                !!           .  . 0.           !
 1985.1!          *      +                    !!          0.  .  .           !
 1985.2!    *     +                           !!          0.  .  .           !
 1985.3!       +           *                  !!           .  .  .    0      !
 1985.4!                   +    *             !!           .  .  .0          !
 1986.1*                      +               !0           .  .  .           !
 1986.2!      +           *                   !!           .  .  .    0      !
 1986.3!                  +                   !!           .  0  .           !
 1986.4!                   + *                !!           .  .0 .           !
 1987.1!      *             +                 !!     0     .  .  .           !
 1987.2!      *    +                          !!           0  .  .           !
 1987.3!           +          *               !!           .  .  .   0       !
 1987.4!                   *  +               !!           .0 .  .           !
 1988.1!                  *+                  !!           . 0.  .           !
 1988.2!                 * +                  !!           . 0.  .           !
 1988.3!                  +    *              !!           .  .  0           !
 1988.4!                     + *              !!           .  .0 .           !
 1989.1!          *           +               !!      0    .  .  .           !
 1989.2!          *  +                        !!           .0 .  .           !
 1989.3!              +*                      !!           .  .0 .           !
 1989.4!                 +*                   !!           .  .0 .           !
 1990.1!               *   +                  !!           .0 .  .           !
 1990.2!                 +    *               !!           .  .  0           !
 1990.3!                  *   +               !!           .0 .  .           !
 1990.4!                  *+                  !!           . 0.  .           !
 1991.1!           *       +                  !!         0 .  .  .           !
 1991.2!              +  *                    !!           .  . 0.           !
 1991.3!                   +                  !!           .  .0 .           !
 1991.4!                    +*                !!           .  .0 .           !
 1992.1!                     *+               !!           . 0.  .           !
 1992.2!                    *+                !!           . 0.  .           !
 1992.3!                     +*               !!           .  0  .           !
 1992.4!                      +               !!           .  0  .           !
 1993.1!                  *   +               !!           .0 .  .           !
 1993.2!                 *  +                 !!           .0 .  .           !
 1993.3!                   + *                !!           .  .0 .           !
 1993.4!                  *   +               !!           .0 .  .           !
 1994.1!                *  +                  !!           .0 .  .           !
 1994.2!               *  +                   !!           .0 .  .           !
 1994.3!               * +                    !!           . 0.  .           !
 1994.4!               * +                    !!           . 0.  .           !
 1995.1!                 *+                   !!           .  0  .           !
 1995.2!             *     +                  !!          0.  .  .           !
 1995.3!                + *                   !!           .  .0 .           !
 1995.4!                    +                 !!           .  0  .           !
 1996.1!                 *   +                !!           .0 .  .           !
 1996.2!                *  +                  !!           .0 .  .           !
 1996.3!              *   +                   !!           0  .  .           !
 1996.4!             *   +                    !!           .0 .  .           !
 1997.1!                +*                    !!           .  0  .           !
 1997.2!           *       +                  !!         0 .  .  .           !
 1997.3!              *+                      !!           . 0.  .           !
 1997.4!                *+                    !!           . 0.  .           !
 1998.1!         *        +                   !!        0  .  .  .           !
 1998.2!            *+                        !!           . 0.  .           !
 1998.3!                + *                   !!           .  .0 .           !
 1998.4!                    +                 !!           .  0  .           !
 1999.1!              *      +                !!         0 .  .  .           !
 1999.2!               * +                    !!           . 0.  .           !
 1999.3!                 +*                   !!           .  .0 .           !
 1999.4!                 *  +                 !!           .0 .  .           !
 2000.1!              *    +                  !!           0  .  .           !
 2000.2!              *  +                    !!           .0 .  .           !
 2000.3!                *+                    !!           . 0.  .           !
 2000.4!              *   +                   !!           .0 .  .           !
 2001.1!             *   +                    !!           .0 .  .           !
 2001.2!             *  +                     !!           .0 .  .           !
 2001.3!                + *                   !!           .  .0 .           !
 2001.4!                   *+                 !!           .  0  .           !
 2002.1!                  * +                 !!           .0 .  .           !
 2002.2!                 * +                  !!           . 0.  .           !
 2002.3!                   +                  !!           .  0  .           !
 2002.4!                 *  +                 !!           .0 .  .           !
 2003.1!                *  +                  !!           .0 .  .           !
 2003.2!              *    +                  !!           0  .  .           !
 2003.3!                 + *                  !!           .  .0 .           !
 2003.4!                  *  +                !!           .0 .  .           !
 2004.1!                 * +                  !!           .0 .  .           !
 2004.2!                   +                  !!           .  0  .           !
 2004.3!                    +*                !!           .  0  .           !
 2004.4!                      +*              !!           .  .0 .           !
 2005.1!                     * +              !!           .0 .  .           !
 2005.2!                     *+               !!           .  0  .           !
 2005.3!                      +               !!           .  0  .           !
 2005.4!                     *+               !!           . 0.  .           !
 2006.1!                      + *             !!           .  .0 .           !
 2006.2!                        +             !!           .  0  .           !
 2006.3!                        +      *      !!           .  .  .0          !
 2006.4!                            +         !!           .  0  .           !
 2007.1!                         * +          !!           . 0.  .           !
 2007.2!                         +   *        !!           .  .  0           !
 2007.3!                          *+          !!           . 0.  .           !
 2007.4!                          +           !!           .  0  .           !
 2008.1!                         +*           !!           .  .0 .           !
 2008.2!                          +  *        !!           .  . 0.           !
 2008.3!                           +  *       !!           .  . 0.           !
 2008.4!                            +   *     !!           .  .  0           !
 2009.1!                             +   *    !!           .  .  0           !
 2009.2!                              +   *   !!           .  .  0           !
 2009.3!                               +  *   !!           .  . 0.           !
 2009.4!                               +   *  !!           .  .  0           !
 2010.1!                               + *    !!           .  .0 .           !
 2010.2!                              +      *!!           .  .  . 0         !
 2010.3!                                 +  * !!           .  . 0.           !
 2010.4!                                +    *!!           .  .  .0          !
 2011.1!                                 + *  !!           .  . 0.           !
 2011.2!                               +      *!           .  .  .0          !
 2011.3!                                 +   *!!           .  . 0.           !
 2011.4!                                + *   !!           .  .0 .           !
 2012.1!                               + *    !!           .  . 0.           !
 2012.2!                              +  *    !!           .  . 0.           !
 2012.3!                              +   *   !!           .  .  0           !
 2012.4!                               +  *   !!           .  . 0.           !


     22.88 percent of the residuals exceed 1 SE
      5.88 percent of the residuals exceed 2 SE
@EQ  2270 LAAHKTU C LAHKTU(-1) PHKTU;SMPL 1980.3 2012.4;OLS;EST 2270 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSITU=SIPX$/TUPMM;                                                      
 GENR LAASITU=LOG(AASITU+.00001);                                             
 GENR LASITU=LOG(ASITU+.00001);                                               
 LHS AASITU=EXP(LAASITU)-.00001;                                              
  EQ 2271 LAASITU C LASITU(-1) PSITU;                                         
EQUATION 1371  LAASITU  
   RHS     C  LASITU(-1)  PSITU  
 SMPL 1973.3 2012.4;                                                          
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
 OLS;EST 1371 PLOT=0;END;                                                     

Equation number = 1371
**********************

Dependent variable = LAASITU 

 1973.3 -   2012.4,    0 missing obs.,  158 obs. used.

Mean of dependent variable       -6.121058309

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.603574986       0.388945062  -6.69394     1.000000
14522 LASITU  ( -1)       0.526638083       0.070280897   7.49333    -6.121800
14520 PSITU   (  0)      -0.158027043       0.043639837  -3.62116     1.857344

SE of equation            =     0.316431717
Sum of squared residuals  =  15.5199999       0.738165085E-11
Average absolute error    =     0.222244605
Sum of ABS residuals      =  35.1146476    
R squared                 =   0.49963
Durbin-Watson statistic   =   2.23314
SMPL and No. Obs.         = 1973.3   2012.4    158

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.3!                  +  *                !!          .   .  0.          !
 1973.4!             *     +                  !!         0.   .   .          !
 1974.1!               +         *            !!          .   .   .    0     !
 1974.2!             *        +               !!       0  .   .   .          !
 1974.3!               +                      !!          .   0   .          !
 1974.4*                +                     !0          .   .   .          !
 1975.1!        +        *                    !!          .   .   .   0      !
 1975.2!          *       +                   !!       0  .   .   .          !
 1975.3!          *   +                       !!          .0  .   .          !
 1975.4*              +                       !! 0        .   .   .          !
 1976.1!        +                             !!          .   0   .          !
 1976.2!        *    +                        !!          0   .   .          !
 1976.3!             +                        !!          .   .0  .          !
 1976.4!                +                     !!          .   0   .          !
 1977.1!             *   +                    !!          0   .   .          !
 1977.2!             * +                      !!          . 0 .   .          !
 1977.3!          *    +                      !!         0.   .   .          !
 1977.4!              +   *                   !!          .   .  0.          !
 1978.1!                  +                   !!          .   0   .          !
 1978.2!                 *+                   !!          .  0.   .          !
 1978.3!                  +   *               !!          .   .  0.          !
 1978.4!                    +                 !!          .   0   .          !
 1979.1!                   + *                !!          .   .0  .          !
 1979.2!                *   +                 !!          .0  .   .          !
 1979.3!               * +                    !!          . 0 .   .          !
 1979.4!                 +   *                !!          .   .   0          !
 1980.1!                   +        *         !!          .   .   .  0       !
 1980.2!                       +              !!          .  0.   .          !
 1980.3!                 *   +                !!          .0  .   .          !
 1980.4!            *     +                   !!         0.   .   .          !
 1981.1!         *     +                      !!         0.   .   .          !
 1981.2!        *+                            !!          .  0.   .          !
 1981.3!        * +                           !!          .  0.   .          !
 1981.4!     *   +                            !!          0   .   .          !
 1982.1!       +*                             !!          .   .0  .          !
 1982.2!          +          *                !!          .   .   .     0    !
 1982.3!        *       +                     !!       0  .   .   .          !
 1982.4!       * +                            !!          . 0 .   .          !
 1983.1!        +            *                !!          .   .   .       0  !
 1983.2!              * +                     !!          .  0.   .          !
 1983.3!          *  +                        !!          .0  .   .          !
 1983.4!        * +                           !!          . 0 .   .          !
 1984.1!         +*                           !!          .   0   .          !
 1984.2!       *   +                          !!          0   .   .          !
 1984.3!     *    +                           !!          0   .   .          !
 1984.4!        +                             !!          .   0   .          !
 1985.1!          +*                          !!          .   .0  .          !
 1985.2!            +   *                     !!          .   .  0.          !
 1985.3!               +                      !!          .   0   .          !
 1985.4!               +                      !!          .   0   .          !
 1986.1!            *   +                     !!          .0  .   .          !
 1986.2!          *    +                      !!         0.   .   .          !
 1986.3!             +                        !!          .   0   .          !
 1986.4!               + *                    !!          .   . 0 .          !
 1987.1!               * +                    !!          . 0 .   .          !
 1987.2!               *+                     !!          .  0.   .          !
 1987.3!              * +                     !!          . 0 .   .          !
 1987.4!                + *                   !!          .   . 0 .          !
 1988.1!                 *+                   !!          .  0.   .          !
 1988.2!                  +*                  !!          .   .0  .          !
 1988.3!                 *+                   !!          .  0.   .          !
 1988.4!                 +                    !!          .   0   .          !
 1989.1!                *+                    !!          .  0.   .          !
 1989.2!                 +  *                 !!          .   . 0 .          !
 1989.3!                  *+                  !!          .  0.   .          !
 1989.4!                  +*                  !!          .   0   .          !
 1990.1!                  +   *               !!          .   .  0.          !
 1990.2!                    +   *             !!          .   .  0.          !
 1990.3!                      +     *         !!          .   .   .0         !
 1990.4!                        +      *      !!          .   .   . 0        !
 1991.1!                         +  *         !!          .   . 0 .          !
 1991.2!                        +       *     !!          .   .   .  0       !
 1991.3!                          +     *     !!          .   .   .0         !
 1991.4!                          + *         !!          .   . 0 .          !
 1992.1!                        +  *          !!          .   .  0.          !
 1992.2!                       +*             !!          .   .0  .          !
 1992.3!                      +     *         !!          .   .   . 0        !
 1992.4!                        +   *         !!          .   .   0          !
 1993.1!                        +*            !!          .   .0  .          !
 1993.2!                     * +              !!          .  0.   .          !
 1993.3!                    +     *           !!          .   .   .0         !
 1993.4!                      *+              !!          .  0.   .          !
 1994.1!                   * +                !!          . 0 .   .          !
 1994.2!                *  +                  !!          . 0 .   .          !
 1994.3!             *   +                    !!          .0  .   .          !
 1994.4!               +   *                  !!          .   .  0.          !
 1995.1!                   +   *              !!          .   .   0          !
 1995.2!                    *+                !!          .  0.   .          !
 1995.3!                    + *               !!          .   . 0 .          !
 1995.4!                     +    *           !!          .   .   0          !
 1996.1!                      *+              !!          .  0.   .          !
 1996.2!                    *+                !!          .  0.   .          !
 1996.3!                    +      *          !!          .   .   . 0        !
 1996.4!                        + *           !!          .   . 0 .          !
 1997.1!                       +   *          !!          .   .   0          !
 1997.2!                   *    +             !!          0   .   .          !
 1997.3!                    +                 !!          .   0   .          !
 1997.4!                    + *               !!          .   . 0 .          !
 1998.1!                     *+               !!          .  0.   .          !
 1998.2!                     +                !!          .   0   .          !
 1998.3!                     +     *          !!          .   .   .0         !
 1998.4!                       * +            !!          .  0.   .          !
 1999.1!                      +*              !!          .   .0  .          !
 1999.2!                      +     *         !!          .   .   .0         !
 1999.3!                       * +            !!          .  0.   .          !
 1999.4!                      +  *            !!          .   .  0.          !
 2000.1!                       + *            !!          .   .0  .          !
 2000.2!                       +*             !!          .   0   .          !
 2000.3!                      + *             !!          .   . 0 .          !
 2000.4!                     *+               !!          .  0.   .          !
 2001.1!                     +  *             !!          .   .  0.          !
 2001.2!                     * +              !!          . 0 .   .          !
 2001.3!                     +                !!          .   0   .          !
 2001.4!                  *  +                !!          . 0 .   .          !
 2002.1!                  *+                  !!          .  0.   .          !
 2002.2!                    +                 !!          .   .0  .          !
 2002.3!                    *+                !!          .  0.   .          !
 2002.4!                    *+                !!          .  0.   .          !
 2003.1!                    *+                !!          .  0.   .          !
 2003.2!                    *+                !!          .  0.   .          !
 2003.3!                     +*               !!          .   .0  .          !
 2003.4!                      +               !!          .   0   .          !
 2004.1!                      +  *            !!          .   . 0 .          !
 2004.2!                     *  +             !!          . 0 .   .          !
 2004.3!                      +*              !!          .   .0  .          !
 2004.4!                   *   +              !!          0   .   .          !
 2005.1!                     +                !!          .   .0  .          !
 2005.2!                 *    +               !!          0   .   .          !
 2005.3!                    +                 !!          .   0   .          !
 2005.4!                     +                !!          .   0   .          !
 2006.1!                     + *              !!          .   . 0 .          !
 2006.2!                  *    +              !!          0   .   .          !
 2006.3!                    +  *              !!          .   . 0 .          !
 2006.4!                      *+              !!          .   0   .          !
 2007.1!                    *  +              !!          . 0 .   .          !
 2007.2!                     + *              !!          .   .0  .          !
 2007.3!                      *+              !!          .  0.   .          !
 2007.4!                    * +               !!          . 0 .   .          !
 2008.1!                     +                !!          .   0   .          !
 2008.2!                  *   +               !!          0   .   .          !
 2008.3!                    +*                !!          .   .0  .          !
 2008.4!                  *   +               !!          0   .   .          !
 2009.1!                    +    *            !!          .   .   0          !
 2009.2!                      * +             !!          . 0 .   .          !
 2009.3!                      +*              !!          .   .0  .          !
 2009.4!                       +              !!          .   0   .          !
 2010.1!                   *   +              !!          .0  .   .          !
 2010.2!                 *   +                !!          .0  .   .          !
 2010.3!                    +                 !!          .   0   .          !
 2010.4!                     +  *             !!          .   .  0.          !
 2011.1!                        +*            !!          .   .0  .          !
 2011.2!                   *    +             !!          0   .   .          !
 2011.3!                    *+                !!          .   0   .          !
 2011.4!                      +               *!          .   .   .         0!
 2012.1!                    *          +      !!     0    .   .   .          !
 2012.2!                     +                !!          .   0   .          !
 2012.3!                      +          *    !!          .   .   .    0     !
 2012.4!                     *      +         !!        0 .   .   .          !


     22.78 percent of the residuals exceed 1 SE
      5.06 percent of the residuals exceed 2 SE
@@EQ 2272 LAAVITU C LAVITU(-1) PVITU;SMPL 1992.3 2012.4;OLS;EST 2272 PLOT=0;EN
@@EQ 2273 LAANITU C LANITU(-1) PNITU;SMPL 2004.3 2012.4;OLS;EST 2273 PLOT=0;EN
@@EQ 2274 LAAALTU C LAALTU(-1) PALTU;SMPL 1994.1 2012.4;OLS;EST 2274 PLOT=0;EN
@@EQ 2275 LAAIATU C LAIATU(-1) PIATU;SMPL 1988.1 2012.4;OLS;EST 2275 PLOT=0;EN
@@EQ 2276 LAAINTU C LAINTU(-1) PINTU;SMPL 1982.4 2012.4;OLS;EST 2276 PLOT=0;EN
@@EQ 2277 LAAIQTU C LAIQTU(-1) PIQTU;SMPL 2003.4 2012.4;OLS;EST 2277 PLOT=0;EN
@@EQ 2278 LAAKUTU C LAKUTU(-1) PKUTU;SMPL 1992.4 2012.4;OLS;EST 2278 PLOT=0;EN
@@EQ 2279 LAALITU C LALITU(-1) PLITU;SMPL 1990.2 2012.4;OLS;EST 2279 PLOT=0;EN
@@EQ 2280 LAAUATU C LAUATU(-1) PUATU;SMPL 1994.3 2012.4;OLS;EST 2280 PLOT=0;EN
@EQ  2281 LAAUSPD C LAUSPD(-1) PUSPD;SMPL 1966.1 2012.4;OLS;EST 2281 PLOT=0;EN
@EQ  2282 LAACAPD C LACAPD(-1) PCAPD;SMPL 1966.1 2012.4;OLS;EST 2282 PLOT=0;EN
@EQ  2283 LAAJAPD C LAJAPD(-1) PJAPD;SMPL 1966.1 2012.4;OLS;EST 2283 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUPD=AUPX$/PDPMM;                                                      
 GENR LAAAUPD=LOG(AAAUPD+.00001);                                             
 GENR LAAUPD=LOG(AAUPD+.00001);                                               
 LHS AAAUPD=EXP(LAAAUPD)-.00001;                                              
  EQ 2284 LAAAUPD C LAAUPD(-1) PAUPD;                                         
EQUATION 1372  LAAAUPD  
   RHS     C  LAAUPD(-1)  PAUPD  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1372 PLOT=0;END;                                                     

Equation number = 1372
**********************

Dependent variable = LAAAUPD 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.250636250

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.031940770       0.183095086  -0.17445     1.000000
14525 LAAUPD  ( -1)       0.865906597       0.035494486  24.39552    -3.247426
14523 PAUPD   (  0)      -0.408564352       0.193388824  -2.11266     0.995505

SE of equation            =     0.145166879
Sum of squared residuals  =  3.89858318      -0.113811183E-10
Average absolute error    =     0.103665378
Sum of ABS residuals      =  19.4890910    
R squared                 =   0.80169
Durbin-Watson statistic   =   2.32288
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!             *     +                  !!         0.   .   .          !
 1966.2!             +       *                !!          .   .   .  0       !
 1966.3!                    + *               !!          .   . 0 .          !
 1966.4!                     +                !!          .   .0  .          !
 1967.1!                    +                 !!          .   0   .          !
 1967.2!                   +  *               !!          .   .  0.          !
 1967.3!                     +                !!          .   0   .          !
 1967.4!                    + *               !!          .   . 0 .          !
 1968.1!                   * +                !!          .  0.   .          !
 1968.2!                  +*                  !!          .   .0  .          !
 1968.3!           *     +                    !!        0 .   .   .          !
 1968.4!          +*                          !!          .   .0  .          !
 1969.1!           +   *                      !!          .   .   0          !
 1969.2!             *+                       !!          .  0.   .          !
 1969.3!             +   *                    !!          .   .   0          !
 1969.4!                +*                    !!          .   .0  .          !
 1970.1!                *+                    !!          .  0.   .          !
 1970.2!             *  +                     !!          .0  .   .          !
 1970.3!             +    *                   !!          .   .   .0         !
 1970.4!                 +    *               !!          .   .   .0         !
 1971.1!                   * +                !!          . 0 .   .          !
 1971.2!                  +                   !!          .   0   .          !
 1971.3!                 +*                   !!          .   0   .          !
 1971.4!              *  +                    !!          .0  .   .          !
 1972.1!             *+                       !!          .  0.   .          !
 1972.2!              +                       !!          .   .0  .          !
 1972.3!              +    *                  !!          .   .   0          !
 1972.4!                  +                   !!          .   0   .          !
 1973.1!        *        +                    !!      0   .   .   .          !
 1973.2!         +    *                       !!          .   .   .0         !
 1973.3!             +*                       !!          .   0   .          !
 1973.4!            * +                       !!          .  0.   .          !
 1974.1!             +    *                   !!          .   .   .0         !
 1974.2!                  +*                  !!          .   .0  .          !
 1974.3!                   + *                !!          .   . 0 .          !
 1974.4!                    + *               !!          .   . 0 .          !
 1975.1!                     +     *          !!          .   .   . 0        !
 1975.2!                        *+            !!          .  0.   .          !
 1975.3!                      *+              !!          .  0.   .          !
 1975.4!                      +    *          !!          .   .   .0         !
 1976.1!                          +*          !!          .   .0  .          !
 1976.2!                         +   *        !!          .   .  0.          !
 1976.3!                           +*         !!          .   0   .          !
 1976.4!                         +   *        !!          .   .  0.          !
 1977.1!                           +*         !!          .   . 0 .          !
 1977.2!                           +   *      !!          .   .   0          !
 1977.3!                           *+         !!          .  0.   .          !
 1977.4!                        +             !!          .   0   .          !
 1978.1!                      +    *          !!          .   .   .0         !
 1978.2!                      *  +            !!          .0  .   .          !
 1978.3!                     +     *          !!          .   .   . 0        !
 1978.4!                         + *          !!          .   .0  .          !
 1979.1!                         +    *       !!          .   .   .0         !
 1979.2!                         *  +         !!          .0  .   .          !
 1979.3!                        +   *         !!          .   .   0          !
 1979.4!                          +  *        !!          .   .  0.          !
 1980.1!                           +   *      !!          .   .  0.          !
 1980.2!                             +*       !!          .   .0  .          !
 1980.3!                             +        *!          .   .   .   0      !
 1980.4!                                 *  + !!          .0  .   .          !
 1981.1!                             *  +     !!          . 0 .   .          !
 1981.2!                 *           +        !!  0       .   .   .          !
 1981.3!              *   +                   !!          0   .   .          !
 1981.4!               +     *                !!          .   .   . 0        !
 1982.1!          *           +               !!   0      .   .   .          !
 1982.2!            +       *                 !!          .   .   .   0      !
 1982.3!               *     +                !!         0.   .   .          !
 1982.4!             *  +                     !!          .0  .   .          !
 1983.1!              +  *                    !!          .   . 0 .          !
 1983.2!                  +     *             !!          .   .   . 0        !
 1983.3!                      * +             !!          . 0 .   .          !
 1983.4!                      +           *   !!          .   .   .      0   !
 1984.1!                       *         +    !!     0    .   .   .          !
 1984.2!                    *  +              !!          .0  .   .          !
 1984.3!                     + *              !!          .   . 0 .          !
 1984.4!                        +  *          !!          .   .  0.          !
 1985.1!                           +        * !!          .   .   .   0      !
 1985.2!                              *    +  !!          0   .   .          !
 1985.3!                      *      +        !!       0  .   .   .          !
 1985.4!                      +               !!          .   0   .          !
 1986.1!                     +            *   !!          .   .   .       0  !
 1986.2!                      *         +     !!     0    .   .   .          !
 1986.3!              *      +                !!        0 .   .   .          !
 1986.4!              +   *                   !!          .   .   0          !
 1987.1!                 +   *                !!          .   .   0          !
 1987.2!                    +   *             !!          .   .   0          !
 1987.3!                       +*             !!          .   .0  .          !
 1987.4!         *            +               !!  0       .   .   .          !
 1988.1!         +         *                  !!          .   .   .     0    !
 1988.2!                  + *                 !!          .   . 0 .          !
 1988.3!                    +     *           !!          .   .   . 0        !
 1988.4!                *       +             !!       0  .   .   .          !
 1989.1!             * +                      !!          . 0 .   .          !
 1989.2!             +               *        !!          .   .   .          0
 1989.3!                       *   +          !!          0   .   .          !
 1989.4!                 *   +                !!          0   .   .          !
 1990.1!                +                     !!          .   0   .          !
 1990.2!               + *                    !!          .   . 0 .          !
 1990.3!              *+                      !!          .  0.   .          !
 1990.4!             +*                       !!          .   .0  .          !
 1991.1!              +    *                  !!          .   .   .0         !
 1991.2!               * +                    !!          . 0 .   .          !
 1991.3!              + *                     !!          .   . 0 .          !
 1991.4!               +   *                  !!          .   .   .0         !
 1992.1!                *+                    !!          .  0.   .          !
 1992.2!             * +                      !!          . 0 .   .          !
 1992.3!            +*                        !!          .   .0  .          !
 1992.4!         *  +                         !!          . 0 .   .          !
 1993.1!        *+                            !!          .  0.   .          !
 1993.2!      * +                             !!          . 0 .   .          !
 1993.3!      +*                              !!          .   .0  .          !
 1993.4!  *    +                              !!         0.   .   .          !
 1994.1!  +*                                  !!          .   .0  .          !
 1994.2!  * +                                 !!          .  0.   .          !
 1994.3!  *+                                  !!          .  0.   .          !
 1994.4!* +                                   !!          . 0 .   .          !
 1995.1! +     *                              !!          .   .   . 0        !
 1995.2!     * +                              !!          . 0 .   .          !
 1995.3!  *  +                                !!          .0  .   .          !
 1995.4! *+                                   !!          .  0.   .          !
 1996.1!  + *                                 !!          .   . 0 .          !
 1996.2! *   +                                !!          .0  .   .          !
 1996.3*  +                                   !!          .0  .   .          !
 1996.4!+*                                    !!          .   .0  .          !
 1997.1!   +      *                           !!          .   .   .  0       !
 1997.2!          +                           !!          .   0   .          !
 1997.3!           +                          !!          .   0   .          !
 1997.4!           +*                         !!          .   .0  .          !
 1998.1!          * +                         !!          . 0 .   .          !
 1998.2!          +  *                        !!          .   . 0 .          !
 1998.3!            +                         !!          .   0   .          !
 1998.4!           *+                         !!          .   0   .          !
 1999.1! *         +                          !!    0     .   .   .          !
 1999.2!  +*                                  !!          .   0   .          !
 1999.3!  * +                                 !!          .  0.   .          !
 1999.4!    +                                 !!          .   0   .          !
 2000.1!  *  +                                !!          .0  .   .          !
 2000.2!    +                                 !!          .   0   .          !
 2000.3!      +                               !!          .   0   .          !
 2000.4!     * +                              !!          .0  .   .          !
 2001.1!     *+                               !!          .  0.   .          !
 2001.2!     * +                              !!          . 0 .   .          !
 2001.3!      *+                              !!          .  0.   .          !
 2001.4!    *  +                              !!          .0  .   .          !
 2002.1!      + *                             !!          .   .0  .          !
 2002.2!      *  +                            !!          .0  .   .          !
 2002.3!    *  +                              !!          .0  .   .          !
 2002.4!    *+                                !!          .  0.   .          !
 2003.1!     + *                              !!          .   .0  .          !
 2003.2!       +                              !!          .  0.   .          !
 2003.3!     *  +                             !!          . 0 .   .          !
 2003.4!    * +                               !!          . 0 .   .          !
 2004.1!    *+                                !!          .  0.   .          !
 2004.2!     +                                !!          .   0   .          !
 2004.3!      +*                              !!          .   .0  .          !
 2004.4!        +                             !!          .   0   .          !
 2005.1!     *  +                             !!          .0  .   .          !
 2005.2!     *+                               !!          .  0.   .          !
 2005.3!      +                               !!          .  0.   .          !
 2005.4!    *  +                              !!          . 0 .   .          !
 2006.1!    * +                               !!          . 0 .   .          !
 2006.2!   * +                                !!          . 0 .   .          !
 2006.3!    +*                                !!          .   .0  .          !
 2006.4!    * +                               !!          .  0.   .          !
 2007.1!     + *                              !!          .   .0  .          !
 2007.2!       +                              !!          .   0   .          !
 2007.3!     *  +                             !!          . 0 .   .          !
 2007.4!     *+                               !!          .  0.   .          !
 2008.1!    *+                                !!          .  0.   .          !
 2008.2!    *+                                !!          .  0.   .          !
 2008.3!   * +                                !!          . 0 .   .          !
 2008.4!    +                                 !!          .   0   .          !
 2009.1!     +  *                             !!          .   .  0.          !
 2009.2!     *  +                             !!          .0  .   .          !
 2009.3!  *   +                               !!          .0  .   .          !
 2009.4!  *+                                  !!          .  0.   .          !
 2010.1!  *+                                  !!          .  0.   .          !
 2010.2!   *+                                 !!          .  0.   .          !
 2010.3!    +                                 !!          .  0.   .          !
 2010.4!    *+                                !!          .  0.   .          !
 2011.1!     +                                !!          .   0   .          !
 2011.2!     *+                               !!          .  0.   .          !
 2011.3!    * +                               !!          .  0.   .          !
 2011.4!   * +                                !!          .0  .   .          !
 2012.1!    +*                                !!          .   .0  .          !
 2012.2!      +                               !!          .   0   .          !
 2012.3!    *   +                             !!          0   .   .          !
 2012.4!   * +                                !!          . 0 .   .          !


     21.81 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRPD=FRPX$/PDPMM;                                                      
 GENR LAAFRPD=LOG(AAFRPD+.00001);                                             
 GENR LAFRPD=LOG(AFRPD+.00001);                                               
 LHS AAFRPD=EXP(LAAFRPD)-.00001;                                              
  EQ 2285 LAAFRPD C LAFRPD(-1) PFRPD;                                         
EQUATION 1373  LAAFRPD  
   RHS     C  LAFRPD(-1)  PFRPD  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1373 PLOT=0;END;                                                     

Equation number = 1373
**********************

Dependent variable = LAAFRPD 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.824328524

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.552775813       0.149429698  -3.69924     1.000000
14528 LAFRPD  ( -1)       0.787807069       0.045666200  17.25143    -2.824918
14526 PFRPD   (  0)      -0.039086040       0.088279659  -0.44275     1.178495

SE of equation            =     0.184025548
Sum of squared residuals  =  6.26509942      -0.133715261E-11
Average absolute error    =     0.126061314
Sum of ABS residuals      =  23.6995271    
R squared                 =   0.62860
Durbin-Watson statistic   =   2.06439
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!            +      *                  !!          .   .   .0         !
 1966.2!                  +             *     !!          .   .   .     0    !
 1966.3!        *                   +         !0          .   .   .          !
 1966.4! *       +                            !!        0 .   .   .          !
 1967.1!    +         *                       !!          .   .   .  0       !
 1967.2!              + *                     !!          .   .0  .          !
 1967.3!        *       +                     !!        0 .   .   .          !
 1967.4!          +                           !!          .   0   .          !
 1968.1!           +                *         !!          .   .   .       0  !
 1968.2!              *          +            !!      0   .   .   .          !
 1968.3!             *+                       !!          .  0.   .          !
 1968.4!     *       +                        !!        0 .   .   .          !
 1969.1!   *   +                              !!          .0  .   .          !
 1969.2!      +            *                  !!          .   .   .     0    !
 1969.3!                   + *                !!          .   . 0 .          !
 1969.4!                *   +                 !!          .0  .   .          !
 1970.1!                +   *                 !!          .   . 0 .          !
 1970.2!                   +    *             !!          .   .   0          !
 1970.3!              *       +               !!        0 .   .   .          !
 1970.4!         *     +                      !!          0   .   .          !
 1971.1!  *       +                           !!        0 .   .   .          !
 1971.2!     +       *                        !!          .   .   . 0        !
 1971.3!              +                       !!          .   0   .          !
 1971.4!              +        *              !!          .   .   . 0        !
 1972.1!                      +   *           !!          .   .  0.          !
 1972.2!                     *  +             !!          . 0 .   .          !
 1972.3!              *     +                 !!          0   .   .          !
 1972.4!             * +                      !!          .  0.   .          !
 1973.1!            * +                       !!          . 0 .   .          !
 1973.2!             +   *                    !!          .   .  0.          !
 1973.3!                 +   *                !!          .   .  0.          !
 1973.4!                 *  +                 !!          . 0 .   .          !
 1974.1!                *+                    !!          .  0.   .          !
 1974.2!                +                     !!          .   0   .          !
 1974.3!                + *                   !!          .   . 0 .          !
 1974.4!                  +  *                !!          .   . 0 .          !
 1975.1!                    + *               !!          .   .0  .          !
 1975.2!                     +   *            !!          .   .  0.          !
 1975.3!                       +     *        !!          .   .   .0         !
 1975.4!                          *+          !!          .   0   .          !
 1976.1!                        +    *        !!          .   .  0.          !
 1976.2!                          +      *    !!          .   .   .0         !
 1976.3!                           * +        !!          . 0 .   .          !
 1976.4!                         +      *     !!          .   .   . 0        !
 1977.1!                        *    +        !!          0   .   .          !
 1977.2!                      +*              !!          .   0   .          !
 1977.3!               *     +                !!         0.   .   .          !
 1977.4!               +   *                  !!          .   . 0 .          !
 1978.1!                  +   *               !!          .   .  0.          !
 1978.2!                     +                !!          .   0   .          !
 1978.3!             *      +                 !!         0.   .   .          !
 1978.4!              +   *                   !!          .   .  0.          !
 1979.1!                  +     *             !!          .   .   .0         !
 1979.2!                       +  *           !!          .   . 0 .          !
 1979.3!               *        +             !!       0  .   .   .          !
 1979.4!               + *                    !!          .   .0  .          !
 1980.1!                 +             *      !!          .   .   .      0   !
 1980.2!                            + *       !!          .   .0  .          !
 1980.3!                        *  +          !!          . 0 .   .          !
 1980.4!                       +             *!!          .   .   .      0   !
 1981.1!                                 +*   !!          .   .0  .          !
 1981.2!                              +*      !!          .   0   .          !
 1981.3!                            +       * !!          .   .   . 0        !
 1981.4!                                +  *  !!          .   . 0 .          !
 1982.1!                               +      *!          .   .   .0         !
 1982.2!                                  +*  !!          .   .0  .          !
 1982.3!                            *  +      !!          .0  .   .          !
 1982.4!                       *  +           !!          . 0 .   .          !
 1983.1!                      +     *         !!          .   .   .0         !
 1983.2!                          +  *        !!          .   . 0 .          !
 1983.3!                        *  +          !!          . 0 .   .          !
 1983.4!                *      +              !!         0.   .   .          !
 1984.1!         *      +                     !!         0.   .   .          !
 1984.2!           +             *            !!          .   .   .      0   !
 1984.3!                      *+              !!          .  0.   .          !
 1984.4!                     +                !!          .   0   .          !
 1985.1!       *            +                 !!    0     .   .   .          !
 1985.2!         +*                           !!          .   .0  .          !
 1985.3!        *   +                         !!          .0  .   .          !
 1985.4!          +*                          !!          .   .0  .          !
 1986.1!       *    +                         !!          0   .   .          !
 1986.2!         + *                          !!          .   . 0 .          !
 1986.3!          * +                         !!          . 0 .   .          !
 1986.4!         * +                          !!          .  0.   .          !
 1987.1!           +*                         !!          .   .0  .          !
 1987.2!       *     +                        !!         0.   .   .          !
 1987.3!         +                            !!          .   0   .          !
 1987.4!          +*                          !!          .   0   .          !
 1988.1!            +  *                      !!          .   . 0 .          !
 1988.2!*              +                      !!   0      .   .   .          !
 1988.3!    +*                                !!          .   .0  .          !
 1988.4!       +   *                          !!          .   .  0.          !
 1989.1!            +                         !!          .  0.   .          !
 1989.2!       *     +                        !!          0   .   .          !
 1989.3!       * +                            !!          .  0.   .          !
 1989.4!       * +                            !!          . 0 .   .          !
 1990.1!        *+                            !!          .   0   .          !
 1990.2!   *      +                           !!         0.   .   .          !
 1990.3*      +                               !!         0.   .   .          !
 1990.4!*  +                                  !!          . 0 .   .          !
 1991.1!  * +                                 !!          .  0.   .          !
 1991.2!     +*                               !!          .   .0  .          !
 1991.3!        +  *                          !!          .   . 0 .          !
 1991.4!            +*                        !!          .   .0  .          !
 1992.1!     *        +                       !!        0 .   .   .          !
 1992.2!        +                             !!          .   0   .          !
 1992.3!        * +                           !!          .  0.   .          !
 1992.4!         *+                           !!          .  0.   .          !
 1993.1!     *     +                          !!         0.   .   .          !
 1993.2!      *+                              !!          .  0.   .          !
 1993.3!   *    +                             !!          0   .   .          !
 1993.4!      +*                              !!          .   .0  .          !
 1994.1!         +  *                         !!          .   . 0 .          !
 1994.2!          *  +                        !!          . 0 .   .          !
 1994.3!      *     +                         !!          0   .   .          !
 1994.4!     *   +                            !!          .0  .   .          !
 1995.1!       +    *                         !!          .   .  0.          !
 1995.2!           * +                        !!          .  0.   .          !
 1995.3!         *  +                         !!          . 0 .   .          !
 1995.4!           +                          !!          .   0   .          !
 1996.1!            +   *                     !!          .   . 0 .          !
 1996.2!              * +                     !!          . 0 .   .          !
 1996.3!               +                      !!          .   0   .          !
 1996.4!                + *                   !!          .   . 0 .          !
 1997.1!                 *+                   !!          .  0.   .          !
 1997.2!               * +                    !!          . 0 .   .          !
 1997.3!               + *                    !!          .   .0  .          !
 1997.4!                 +*                   !!          .   .0  .          !
 1998.1!                  +                   !!          .   0   .          !
 1998.2!                  +  *                !!          .   . 0 .          !
 1998.3!                    +                 !!          .   0   .          !
 1998.4!                    +                 !!          .   0   .          !
 1999.1!                   +  *               !!          .   . 0 .          !
 1999.2!                     +*               !!          .   .0  .          !
 1999.3!                     +*               !!          .   0   .          !
 1999.4!                     +*               !!          .   0   .          !
 2000.1!                     +*               !!          .   .0  .          !
 2000.2!                     +*               !!          .   .0  .          !
 2000.3!                    * +               !!          .  0.   .          !
 2000.4!                    + *               !!          .   . 0 .          !
 2001.1!                     +*               !!          .   .0  .          !
 2001.2!                     +   *            !!          .   .  0.          !
 2001.3!                        +*            !!          .   .0  .          !
 2001.4!                        +             !!          .   .0  .          !
 2002.1!                       +  *           !!          .   . 0 .          !
 2002.2!                        + *           !!          .   .0  .          !
 2002.3!                        +             !!          .   0   .          !
 2002.4!                       +   *          !!          .   .  0.          !
 2003.1!                         +*           !!          .   0   .          !
 2003.2!                        +*            !!          .   0   .          !
 2003.3!                       + *            !!          .   .0  .          !
 2003.4!                       +  *           !!          .   . 0 .          !
 2004.1!                        +*            !!          .   0   .          !
 2004.2!                       +*             !!          .   0   .          !
 2004.3!                      +*              !!          .   0   .          !
 2004.4!                      + *             !!          .   . 0 .          !
 2005.1!                      *+              !!          .  0.   .          !
 2005.2!                     +*               !!          .   .0  .          !
 2005.3!                     +                !!          .  0.   .          !
 2005.4!                    + *               !!          .   .0  .          !
 2006.1!                     +       *        !!          .   .   . 0        !
 2006.2!                          +  *        !!          .   . 0 .          !
 2006.3!                    *      +          !!         0.   .   .          !
 2006.4!                   +                  !!          .  0.   .          !
 2007.1!                 * +                  !!          .  0.   .          !
 2007.2!                *+                    !!          .  0.   .          !
 2007.3!                *+                    !!          .  0.   .          !
 2007.4!                +*                    !!          .   0   .          !
 2008.1!               * +                    !!          .  0.   .          !
 2008.2!             *  +                     !!          . 0 .   .          !
 2008.3!             *+                       !!          .   0   .          !
 2008.4!              +                       !!          .   0   .          !
 2009.1!              *+                      !!          .  0.   .          !
 2009.2!             * +                      !!          .  0.   .          !
 2009.3!              +                       !!          .   0   .          !
 2009.4!               +                      !!          .   0   .          !
 2010.1!             *  +                     !!          . 0 .   .          !
 2010.2!             *+                       !!          .  0.   .          !
 2010.3!             *+                       !!          .  0.   .          !
 2010.4!              +                       !!          .   0   .          !
 2011.1!            *  +                      !!          . 0 .   .          !
 2011.2!              +                       !!          .   .0  .          !
 2011.3!           *   +                      !!          .0  .   .          !
 2011.4!            *+                        !!          .   0   .          !
 2012.1!             +                        !!          .   0   .          !
 2012.2!            * +                       !!          . 0 .   .          !
 2012.3!             +                        !!          .   0   .          !
 2012.4!              +                       !!          .   0   .          !


     23.94 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ  2286 LAAGEPD C LAGEPD(-1) PGEPD;SMPL 1966.1 2012.4;OLS;EST 2286 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITPD=ITPX$/PDPMM;                                                      
 GENR LAAITPD=LOG(AAITPD+.00001);                                             
 GENR LAITPD=LOG(AITPD+.00001);                                               
 LHS AAITPD=EXP(LAAITPD)-.00001;                                              
  EQ 2287 LAAITPD C LAITPD(-1) PITPD;                                         
EQUATION 1374  LAAITPD  
   RHS     C  LAITPD(-1)  PITPD  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1374 PLOT=0;END;                                                     

Equation number = 1374
**********************

Dependent variable = LAAITPD 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.473213280

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.547978085       0.138613033  -3.95329     1.000000
14531 LAITPD  ( -1)       0.749725267       0.047924473  15.64389    -2.470650
14529 PITPD   (  0)      -0.083867521       0.097243257  -0.86245     0.869542

SE of equation            =     0.145628894
Sum of squared residuals  =  3.92343831       0.213518092E-11
Average absolute error    =     0.100778208
Sum of ABS residuals      =  18.9463031    
R squared                 =   0.57563
Durbin-Watson statistic   =   2.53125
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                        *       +     !!          0.  .  .           !
 1966.2!                        +   *         !!           .  . 0.           !
 1966.3!                           +     *    !!           .  .  .0          !
 1966.4!                              +  *    !!           .  . 0.           !
 1967.1!                               +      !!           .  0  .           !
 1967.2!                            *+        !!           . 0.  .           !
 1967.3!                      *    +          !!           0  .  .           !
 1967.4!                       +           *  !!           .  .  .   0       !
 1968.1!                                +   * !!           .  . 0.           !
 1968.2!                                 +*   !!           .  .0 .           !
 1968.3!                             *  +     !!           .0 .  .           !
 1968.4!                            +     *   !!           .  .  .0          !
 1969.1!                               +   *  !!           .  . 0.           !
 1969.2!                                +*    !!           .  .0 .           !
 1969.3!                               + *    !!           .  .0 .           !
 1969.4!                            *  +      !!           . 0.  .           !
 1970.1!                        *  +          !!           .0 .  .           !
 1970.2!                        +             !!           .  0  .           !
 1970.3!                        + *           !!           .  .0 .           !
 1970.4!                          +*          !!           .  .0 .           !
 1971.1!                         *+           !!           . 0.  .           !
 1971.2!                         +  *         !!           .  . 0.           !
 1971.3!                           +*         !!           .  .0 .           !
 1971.4!                          *+          !!           . 0.  .           !
 1972.1!                       * +            !!           . 0.  .           !
 1972.2!                        +*            !!           .  .0 .           !
 1972.3!                       * +            !!           . 0.  .           !
 1972.4!                       +    *         !!           .  .  0           !
 1973.1!              *            +          !!      0    .  .  .           !
 1973.2!                 +   *                !!           .  . 0.           !
 1973.3!                *     +               !!          0.  .  .           !
 1973.4!                  +       *           !!           .  .  . 0         !
 1974.1!                          +*          !!           .  .0 .           !
 1974.2!                     *    +           !!           0  .  .           !
 1974.3!                      +   *           !!           .  . 0.           !
 1974.4!                         *+           !!           . 0.  .           !
 1975.1!                         + *          !!           .  .0 .           !
 1975.2!                          *+          !!           .  0  .           !
 1975.3!                          +*          !!           .  .0 .           !
 1975.4!                      *    +          !!           0  .  .           !
 1976.1!                   *   +              !!           .0 .  .           !
 1976.2!                    *+                !!           . 0.  .           !
 1976.3!                  *  +                !!           .0 .  .           !
 1976.4!                    +  *              !!           .  . 0.           !
 1977.1!                       +*             !!           .  .0 .           !
 1977.2!                        +             !!           .  0  .           !
 1977.3!                        +             !!           .  0  .           !
 1977.4!                        +       *     !!           .  .  . 0         !
 1978.1!                      *       +       !!         0 .  .  .           !
 1978.2!                       + *            !!           .  .0 .           !
 1978.3!                  *      +            !!          0.  .  .           !
 1978.4!                    +          *      !!           .  .  .   0       !
 1979.1!                        *     +       !!          0.  .  .           !
 1979.2!                   *    +             !!           0  .  .           !
 1979.3!               *    +                 !!           0  .  .           !
 1979.4!                  + *                 !!           .  .0 .           !
 1980.1!                    *+                !!           . 0.  .           !
 1980.2!                    *+                !!           . 0.  .           !
 1980.3!                     + *              !!           .  .0 .           !
 1980.4!                 *     +              !!          0.  .  .           !
 1981.1!          *        +                  !!        0  .  .  .           !
 1981.2!              +     *                 !!           .  .  .0          !
 1981.3!        *            +                !!      0    .  .  .           !
 1981.4!            +*                        !!           .  .0 .           !
 1982.1!        *       +                     !!         0 .  .  .           !
 1982.2!           *+                         !!           . 0.  .           !
 1982.3!               +                      !!           .  0  .           !
 1982.4!               * +                    !!           . 0.  .           !
 1983.1!                 +  *                 !!           .  . 0.           !
 1983.2!              *      +                !!          0.  .  .           !
 1983.3!                 + *                  !!           .  .0 .           !
 1983.4!                    +                 !!           .  0  .           !
 1984.1!                   * +                !!           . 0.  .           !
 1984.2!               *     +                !!          0.  .  .           !
 1984.3!                 +  *                 !!           .  .0 .           !
 1984.4!                     +                !!           .  0  .           !
 1985.1!                      +  *            !!           .  . 0.           !
 1985.2!                      *  +            !!           .0 .  .           !
 1985.3!                     *+               !!           . 0.  .           !
 1985.4!                      + *             !!           .  .0 .           !
 1986.1!                   *    +             !!           0  .  .           !
 1986.2!                 *   +                !!           .0 .  .           !
 1986.3!                 * +                  !!           . 0.  .           !
 1986.4!                  *+                  !!           . 0.  .           !
 1987.1!                   +    *             !!           .  .  0           !
 1987.2!                    *   +             !!           .0 .  .           !
 1987.3!                   * +                !!           . 0.  .           !
 1987.4!                   *+                 !!           .  0  .           !
 1988.1!                     +                !!           .  0  .           !
 1988.2!                      + *             !!           .  .0 .           !
 1988.3*                        +             !0           .  .  .           !
 1988.4!     +              *                 !!           .  .  .     0     !
 1989.1!              *      +                !!          0.  .  .           !
 1989.2!                 +                    !!           .  0  .           !
 1989.3!                   + *                !!           .  .0 .           !
 1989.4!                     *+               !!           . 0.  .           !
 1990.1!                     +    *           !!           .  .  0           !
 1990.2!                          +       *   !!           .  .  . 0         !
 1990.3!                             * +      !!           . 0.  .           !
 1990.4!                         *  +         !!           . 0.  .           !
 1991.1!             *           +            !!       0   .  .  .           !
 1991.2!               +*                     !!           .  0  .           !
 1991.3!                 *+                   !!           .  0  .           !
 1991.4!                *  +                  !!           .0 .  .           !
 1992.1!                 + *                  !!           .  .0 .           !
 1992.2!                    +                 !!           .  0  .           !
 1992.3!                     +*               !!           .  .0 .           !
 1992.4!                       +  *           !!           .  . 0.           !
 1993.1!                          +  *        !!           .  . 0.           !
 1993.2!                            +         !!           .  0  .           !
 1993.3!                           + *        !!           .  .0 .           !
 1993.4!                            +    *    !!           .  .  0           !
 1994.1!                               +*     !!           .  .0 .           !
 1994.2!                              +       !!           .  0  .           !
 1994.3!                             +   *    !!           .  .  0           !
 1994.4!                               +    * !!           .  .  0           !
 1995.1!                                 +*   !!           .  .0 .           !
 1995.2!                                + *   !!           .  .0 .           !
 1995.3!                                +  *  !!           .  . 0.           !
 1995.4!                                 +    *!           .  .  0           !
 1996.1!                                  + * !!           .  .0 .           !
 1996.2!                                 +  * !!           .  . 0.           !
 1996.3!                                 + *  !!           .  .0 .           !
 1996.4!                                +   * !!           .  . 0.           !
 1997.1!                                 +*   !!           .  0  .           !
 1997.2!                               +*     !!           .  0  .           !
 1997.3!                              +    *  !!           .  .  0           !
 1997.4!                                +  *  !!           .  .0 .           !
 1998.1!                                +     !!           .  0  .           !
 1998.2!                              +*      !!           .  0  .           !
 1998.3!                             + *      !!           .  .0 .           !
 1998.4!                             +   *    !!           .  . 0.           !
 1999.1!                               +      !!           .  0  .           !
 1999.2!                             +        !!           .  0  .           !
 1999.3!                            +*        !!           .  .0 .           !
 1999.4!                            +  *      !!           .  . 0.           !
 2000.1!                             +*       !!           .  0  .           !
 2000.2!                            +         !!           .  0  .           !
 2000.3!                           +          !!           .  0  .           !
 2000.4!                          +   *       !!           .  . 0.           !
 2001.1!                            +         !!           .  0  .           !
 2001.2!                           +*         !!           .  .0 .           !
 2001.3!                           + *        !!           .  .0 .           !
 2001.4!                            +    *    !!           .  .  0           !
 2002.1!                          *    +      !!           0  .  .           !
 2002.2!                         +  *         !!           .  . 0.           !
 2002.3!                           +*         !!           .  .0 .           !
 2002.4!                           +   *      !!           .  . 0.           !
 2003.1!                           * +        !!           . 0.  .           !
 2003.2!                          +*          !!           .  .0 .           !
 2003.3!                          +*          !!           .  .0 .           !
 2003.4!                          +     *     !!           .  .  .0          !
 2004.1!                         *    +       !!           0  .  .           !
 2004.2!                        +     *       !!           .  .  0           !
 2004.3!                          * +         !!           . 0.  .           !
 2004.4!                         + *          !!           .  .0 .           !
 2005.1!                         *+           !!           .  0  .           !
 2005.2!                       * +            !!           . 0.  .           !
 2005.3!                       +              !!           .  0  .           !
 2005.4!                       +              !!           .  0  .           !
 2006.1!                     * +              !!           . 0.  .           !
 2006.2!                   * +                !!           . 0.  .           !
 2006.3!                    +*                !!           .  0  .           !
 2006.4!                     + *              !!           .  .0 .           !
 2007.1!                      *+              !!           .  0  .           !
 2007.2!                     *+               !!           . 0.  .           !
 2007.3!                    *+                !!           .  0  .           !
 2007.4!                     +                !!           .  0  .           !
 2008.1!                 *   +                !!           0  .  .           !
 2008.2!                 *+                   !!           . 0.  .           !
 2008.3!                 *+                   !!           . 0.  .           !
 2008.4!                  +  *                !!           .  . 0.           !
 2009.1!                     +                !!           .  0  .           !
 2009.2!                    *+                !!           . 0.  .           !
 2009.3!                  * +                 !!           . 0.  .           !
 2009.4!                   +                  !!           .  0  .           !
 2010.1!                 *  +                 !!           .0 .  .           !
 2010.2!               *  +                   !!           .0 .  .           !
 2010.3!              *  +                    !!           . 0.  .           !
 2010.4!                +*                    !!           .  0  .           !
 2011.1!               *  +                   !!           .0 .  .           !
 2011.2!                 +  *                 !!           .  . 0.           !
 2011.3!                 *  +                 !!           .0 .  .           !
 2011.4!                   +*                 !!           .  .0 .           !
 2012.1!                  * +                 !!           . 0.  .           !
 2012.2!                  *+                  !!           . 0.  .           !
 2012.3!                 * +                  !!           . 0.  .           !
 2012.4!                  + *                 !!           .  .0 .           !


     22.34 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEPD=NEPX$/PDPMM;                                                      
 GENR LAANEPD=LOG(AANEPD+.00001);                                             
 GENR LANEPD=LOG(ANEPD+.00001);                                               
 LHS AANEPD=EXP(LAANEPD)-.00001;                                              
  EQ 2288 LAANEPD C LANEPD(-1) PNEPD;                                         
EQUATION 1375  LAANEPD  
   RHS     C  LANEPD(-1)  PNEPD  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1375 PLOT=0;END;                                                     

Equation number = 1375
**********************

Dependent variable = LAANEPD 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.250606393

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.176995836       0.187870615   0.94212     1.000000
14534 LANEPD  ( -1)       0.661629867       0.057228419  11.56121    -3.257230
14532 PNEPD   (  0)      -1.127978910       0.253092634  -4.45678     1.128143

SE of equation            =     0.219958206
Sum of squared residuals  =  8.95059831       0.193556282E-10
Average absolute error    =     0.176391685
Sum of ABS residuals      =  33.1616367    
R squared                 =   0.75031
Durbin-Watson statistic   =   2.55310
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*           +                          !0        .     .     .        !
 1966.2!  * +                                 !!        .   0 .     .        !
 1966.3*       +                              !!     0  .     .     .        !
 1966.4!   *+                                 !!        .   0 .     .        !
 1967.1!      +   *                           !!        .     .    0.        !
 1967.2!  *          +                        !!0       .     .     .        !
 1967.3! *     +                              !!      0 .     .     .        !
 1967.4!      + *                             !!        .     . 0   .        !
 1968.1!       *  +                           !!        . 0   .     .        !
 1968.2!          +*                          !!        .     . 0   .        !
 1968.3!      *     +                         !!       0.     .     .        !
 1968.4!        +       *                     !!        .     .     .  0     !
 1969.1!             *+                       !!        .   0 .     .        !
 1969.2!        *     +                       !!       0.     .     .        !
 1969.3!      *    +                          !!        0     .     .        !
 1969.4!        * +                           !!        .  0  .     .        !
 1970.1!           + *                        !!        .     . 0   .        !
 1970.2!           *   +                      !!        .0    .     .        !
 1970.3!          *   +                       !!        .0    .     .        !
 1970.4!             +                        !!        .     .0    .        !
 1971.1!             * +                      !!        .   0 .     .        !
 1971.2!               +    *                 !!        .     .     0        !
 1971.3!                *   +                 !!        .0    .     .        !
 1971.4!                 +  *                 !!        .     .   0 .        !
 1972.1!             *      +                 !!     0  .     .     .        !
 1972.2!              *  +                    !!        .  0  .     .        !
 1972.3!           *     +                    !!      0 .     .     .        !
 1972.4!               +      *               !!        .     .     . 0      !
 1973.1!                   *  +               !!        .  0  .     .        !
 1973.2!               *     +                !!       0.     .     .        !
 1973.3!          *       +                   !!     0  .     .     .        !
 1973.4!              +   *                   !!        .     .    0.        !
 1974.1!            *     +                   !!      0 .     .     .        !
 1974.2!            *+                        !!        .    0.     .        !
 1974.3!         *    +                       !!        0     .     .        !
 1974.4!           +       *                  !!        .     .     .   0    !
 1975.1!              *  +                    !!        . 0   .     .        !
 1975.2!            * +                       !!        .  0  .     .        !
 1975.3!       *      +                       !!     0  .     .     .        !
 1975.4!           +     *                    !!        .     .     . 0      !
 1976.1!         *       +                    !!     0  .     .     .        !
 1976.2!     *     +                          !!      0 .     .     .        !
 1976.3!     *  +                             !!        .  0  .     .        !
 1976.4!       +       *                      !!        .     .     .   0    !
 1977.1!           *  +                       !!        . 0   .     .        !
 1977.2!           *+                         !!        .     0     .        !
 1977.3!            +*                        !!        .     .0    .        !
 1977.4!            +   *                     !!        .     .   0 .        !
 1978.1!          *   +                       !!        .0    .     .        !
 1978.2!           +                          !!        .    0.     .        !
 1978.3!           * +                        !!        .   0 .     .        !
 1978.4!             +       *                !!        .     .     .   0    !
 1979.1!          *        +                  !!   0    .     .     .        !
 1979.2!            +   *                     !!        .     .    0.        !
 1979.3!            *  +                      !!        . 0   .     .        !
 1979.4!            + *                       !!        .     . 0   .        !
 1980.1!              +         *             !!        .     .     .      0 !
 1980.2!              *      +                !!     0  .     .     .        !
 1980.3!        *      +                      !!      0 .     .     .        !
 1980.4!           +    *                     !!        .     .     0        !
 1981.1!     *           +                    !!0       .     .     .        !
 1981.2!          +    *                      !!        .     .     0        !
 1981.3!               *+                     !!        .    0.     .        !
 1981.4!              +      *                !!        .     .     . 0      !
 1982.1!                * +                   !!        .   0 .     .        !
 1982.2!               +     *                !!        .     .     .0       !
 1982.3!            *      +                  !!     0  .     .     .        !
 1982.4!             +    *                   !!        .     .     0        !
 1983.1!                 +                    !!        .     .0    .        !
 1983.2!               * +                    !!        .   0 .     .        !
 1983.3!             * +                      !!        .  0  .     .        !
 1983.4!              +        *              !!        .     .     .     0  !
 1984.1!                    +   *             !!        .     .     0        !
 1984.2!                     + *              !!        .     . 0   .        !
 1984.3!                 *   +                !!        . 0   .     .        !
 1984.4!                 +  *                 !!        .     .   0 .        !
 1985.1!                    +                 !!        .     .0    .        !
 1985.2!                  + *                 !!        .     . 0   .        !
 1985.3!                 +                    !!        .     0     .        !
 1985.4!               +      *               !!        .     .     .  0     !
 1986.1!                    +*                !!        .     . 0   .        !
 1986.2!                  * +                 !!        .   0 .     .        !
 1986.3!                 +*                   !!        .     .0    .        !
 1986.4!                   +    *             !!        .     .     0        !
 1987.1!                   *  +               !!        . 0   .     .        !
 1987.2!                   + *                !!        .     . 0   .        !
 1987.3!               *     +                !!      0 .     .     .        !
 1987.4!                +     *               !!        .     .     .0       !
 1988.1!                    *+                !!        .   0 .     .        !
 1988.2!                    *+                !!        .    0.     .        !
 1988.3!                   * +                !!        .  0  .     .        !
 1988.4!                   +     *            !!        .     .     . 0      !
 1989.1!                      *+              !!        .    0.     .        !
 1989.2!                   * +                !!        .   0 .     .        !
 1989.3!                  *+                  !!        .   0 .     .        !
 1989.4!                  +     *             !!        .     .     .0       !
 1990.1!                   *  +               !!        .  0  .     .        !
 1990.2!                   +     *            !!        .     .     . 0      !
 1990.3!                 *   +                !!        0     .     .        !
 1990.4!                 +       *            !!        .     .     .    0   !
 1991.1!                       +  *           !!        .     .  0  .        !
 1991.2!                       +      *       !!        .     .     . 0      !
 1991.3!                          +           !!        .     0     .        !
 1991.4!                      +         *     !!        .     .     .     0  !
 1992.1!                           +          !!        .     .0    .        !
 1992.2!                        +   *         !!        .     .   0 .        !
 1992.3!                        +             !!        .     0     .        !
 1992.4!                      +      *        !!        .     .     .  0     !
 1993.1!                       *  +           !!        . 0   .     .        !
 1993.2!                       + *            !!        .     .  0  .        !
 1993.3!                        *+            !!        .    0.     .        !
 1993.4!                       +     *        !!        .     .     . 0      !
 1994.1!                           +          !!        .     0     .        !
 1994.2!                         +*           !!        .     . 0   .        !
 1994.3!                         +            !!        .    0.     .        !
 1994.4!                       +     *        !!        .     .     . 0      !
 1995.1!                       *  +           !!        . 0   .     .        !
 1995.2!                      +  *            !!        .     .  0  .        !
 1995.3!                      * +             !!        .  0  .     .        !
 1995.4!                      +      *        !!        .     .     .  0     !
 1996.1!                       *   +          !!        0     .     .        !
 1996.2!                     * +              !!        .  0  .     .        !
 1996.3!                    * +               !!        .  0  .     .        !
 1996.4!                      +  *            !!        .     .   0 .        !
 1997.1!                         *+           !!        .    0.     .        !
 1997.2!                      *   +           !!        .0    .     .        !
 1997.3!                    *   +             !!        .0    .     .        !
 1997.4!                      +   *           !!        .     .    0.        !
 1998.1!                           +          !!        .     0     .        !
 1998.2!                         * +          !!        .   0 .     .        !
 1998.3!                        *  +          !!        .  0  .     .        !
 1998.4!                          +   *       !!        .     .    0.        !
 1999.1!                              +       !!        .     0     .        !
 1999.2!                            * +       !!        .  0  .     .        !
 1999.3!                         *   +        !!        . 0   .     .        !
 1999.4!                           +    *     !!        .     .     0        !
 2000.1!                             *  +     !!        . 0   .     .        !
 2000.2!                             *+       !!        .     0     .        !
 2000.3!                          *   +       !!        .0    .     .        !
 2000.4!                            +    *    !!        .     .     0        !
 2001.1!                             *   +    !!        .0    .     .        !
 2001.2!                             *+       !!        .     0     .        !
 2001.3!                          *   +       !!        .0    .     .        !
 2001.4!                            +    *    !!        .     .     0        !
 2002.1!                              *  +    !!        . 0   .     .        !
 2002.2!                               +      !!        .     0     .        !
 2002.3!                            *  +      !!        . 0   .     .        !
 2002.4!                             +    *   !!        .     .     0        !
 2003.1!                             *   +    !!        .0    .     .        !
 2003.2!                             *+       !!        .     0     .        !
 2003.3!                           *  +       !!        . 0   .     .        !
 2003.4!                            +   *     !!        .     .    0.        !
 2004.1!                            *  +      !!        .0    .     .        !
 2004.2!                            *+        !!        .    0.     .        !
 2004.3!                             +        !!        .     .0    .        !
 2004.4!                              +     * !!        .     .     .0       !
 2005.1!                                 *+   !!        .    0.     .        !
 2005.2!                                +     !!        .     0     .        !
 2005.3!                             * +      !!        .  0  .     .        !
 2005.4!                             +     *  !!        .     .     .0       !
 2006.1!                            *    +    !!        0     .     .        !
 2006.2!                            *+        !!        .     0     .        !
 2006.3!                            *+        !!        .    0.     .        !
 2006.4!                             +      * !!        .     .     .  0     !
 2007.1!                                 +    !!        .    0.     .        !
 2007.2!                               +      !!        .     0     .        !
 2007.3!                            *  +      !!        . 0   .     .        !
 2007.4!                            +      *  !!        .     .     .  0     !
 2008.1!                              * +     !!        .   0 .     .        !
 2008.2!                            + *       !!        .     . 0   .        !
 2008.3!                            *+        !!        .    0.     .        !
 2008.4!                            +       * !!        .     .     .  0     !
 2009.1!                                 *+   !!        .   0 .     .        !
 2009.2!                                +*    !!        .     . 0   .        !
 2009.3!                              * +     !!        .  0  .     .        !
 2009.4!                              +     * !!        .     .     . 0      !
 2010.1!                                 *+   !!        .    0.     .        !
 2010.2!                                +*    !!        .     . 0   .        !
 2010.3!                                *+    !!        .    0.     .        !
 2010.4!                               +     *!!        .     .     .0       !
 2011.1!                                *  +  !!        . 0   .     .        !
 2011.2!                               + *    !!        .     .  0  .        !
 2011.3!                              * +     !!        .   0 .     .        !
 2011.4!                              +      *!!        .     .     . 0      !
 2012.1!                                * +   !!        .   0 .     .        !
 2012.2!                                +*    !!        .     . 0   .        !
 2012.3!                               *+     !!        .   0 .     .        !
 2012.4!                               +      *!        .     .     .  0     !


     33.51 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTPD=STPX$/PDPMM;                                                      
 GENR LAASTPD=LOG(AASTPD+.00001);                                             
 GENR LASTPD=LOG(ASTPD+.00001);                                               
 LHS AASTPD=EXP(LAASTPD)-.00001;                                              
  EQ 2289 LAASTPD C LASTPD(-1) PSTPD;                                         
EQUATION 1376  LAASTPD  
   RHS     C  LASTPD(-1)  PSTPD  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1376 PLOT=0;END;                                                     

Equation number = 1376
**********************

Dependent variable = LAASTPD 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.756462731

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.201620995       0.075884911  -2.65693     1.000000
14537 LASTPD  ( -1)       0.841167940       0.036972299  22.75130    -3.748840
14535 PSTPD   (  0)      -0.449995476       0.110186614  -4.08394     0.892092

SE of equation            =     0.127487985
Sum of squared residuals  =  3.00683946      -0.817479417E-11
Average absolute error    =     0.097822177
Sum of ABS residuals      =  18.3905693    
R squared                 =   0.93156
Durbin-Watson statistic   =   2.70775
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                +     !!          .   0   .          !
 1966.2!                                 +    !!          .   0   .          !
 1966.3!                                 *+   !!          .  0.   .          !
 1966.4!                              *   +   !!        0 .   .   .          !
 1967.1!                              *+      !!          . 0 .   .          !
 1967.2!                             * +      !!          .0  .   .          !
 1967.3!                               + *    !!          .   .   0          !
 1967.4!                               *  +   !!         0.   .   .          !
 1968.1!                         *     +      !!     0    .   .   .          !
 1968.2!                           +*         !!          .   .0  .          !
 1968.3!                           * +        !!          . 0 .   .          !
 1968.4!                       *    +         !!      0   .   .   .          !
 1969.1!                        +         *   !!          .   .   .          0
 1969.2!                             *    +   !!      0   .   .   .          !
 1969.3!                              +*      !!          .   .0  .          !
 1969.4!                            *  +      !!         0.   .   .          !
 1970.1!                              +    *  !!          .   .   .    0     !
 1970.2!                                   *+ !!          . 0 .   .          !
 1970.3!                                   +* !!          .   .0  .          !
 1970.4!                                    +*!!          .   . 0 .          !
 1971.1!                                   * +!!          .0  .   .          !
 1971.2!                               *   +  !!        0 .   .   .          !
 1971.3!                              *+      !!          . 0 .   .          !
 1971.4!                               + *    !!          .   .   0          !
 1972.1!                                * +   !!          . 0 .   .          !
 1972.2!                                 +    *!          .   .   .   0      !
 1972.3!                                *    +!!      0   .   .   .          !
 1972.4!                                + *   !!          .   .  0.          !
 1973.1!                             *    +   !!      0   .   .   .          !
 1973.2!                             + *      !!          .   .  0.          !
 1973.3!                            *  +      !!          0   .   .          !
 1973.4!                             +   *    !!          .   .   .  0       !
 1974.1!                                  +   !!          .   0   .          !
 1974.2!                                  + * !!          .   .  0.          !
 1974.3!                                 *  + !!          0   .   .          !
 1974.4!                                 +    !!          .   .0  .          !
 1975.1!                                 + *  !!          .   .   0          !
 1975.2!                                * +   !!          .0  .   .          !
 1975.3!                                +*    !!          .   .0  .          !
 1975.4!                               *+     !!          .  0.   .          !
 1976.1!                            *  +      !!         0.   .   .          !
 1976.2!                           +   *      !!          .   .   .0         !
 1976.3!                              +       !!          .   .0  .          !
 1976.4!                             +    *   !!          .   .   .   0      !
 1977.1!                                *+    !!          . 0 .   .          !
 1977.2!                                +     !!          .   .0  .          !
 1977.3!                                +   * !!          .   .   .  0       !
 1977.4!                                  +*  !!          .   . 0 .          !
 1978.1!                            *    +    !!      0   .   .   .          !
 1978.2!                           +          !!          .   .0  .          !
 1978.3!                         +   *        !!          .   .   .0         !
 1978.4!                           +  *       !!          .   .   .0         !
 1979.1!                       *    +         !!     0    .   .   .          !
 1979.2!                       +     *        !!          .   .   .      0   !
 1979.3!                            +*        !!          .   . 0 .          !
 1979.4!                            +         !!          .  0.   .          !
 1980.1!                           +   *      !!          .   .   .0         !
 1980.2!                             *+       !!          . 0 .   .          !
 1980.3!                            + *       !!          .   . 0 .          !
 1980.4!                        *     +       !!      0   .   .   .          !
 1981.1!                      *  +            !!         0.   .   .          !
 1981.2!                  *    +              !!     0    .   .   .          !
 1981.3!                    +  *              !!          .   .   .0         !
 1981.4!                       +              !!          .  0.   .          !
 1982.1!                       +   *          !!          .   .   . 0        !
 1982.2!                          + *         !!          .   . 0 .          !
 1982.3!                         *  +         !!         0.   .   .          !
 1982.4!                         +            !!          .   0   .          !
 1983.1!                         +    *       !!          .   .   .  0       !
 1983.2!                           * +        !!          .0  .   .          !
 1983.3!                           +   *      !!          .   .   . 0        !
 1983.4!                         *    +       !!     0    .   .   .          !
 1984.1!                         +     *      !!          .   .   .     0    !
 1984.2!                               +    * !!          .   .   .    0     !
 1984.3!                              *    +  !!      0   .   .   .          !
 1984.4!                              +*      !!          .   . 0 .          !
 1985.1!                               +    * !!          .   .   .    0     !
 1985.2!                                   + *!!          .   . 0 .          !
 1985.3!                                 * +  !!          .0  .   .          !
 1985.4!                             * +      !!          0   .   .          !
 1986.1!                            +     *   !!          .   .   .     0    !
 1986.2!                                + *   !!          .   . 0 .          !
 1986.3!                               +*     !!          .   . 0 .          !
 1986.4!                           *  +       !!         0.   .   .          !
 1987.1!                         +       *    !!          .   .   .       0  !
 1987.2!                               +*     !!          .   . 0 .          !
 1987.3!                              +  *    !!          .   .   .0         !
 1987.4!                              +       !!          .   0   .          !
 1988.1!                            +    *    !!          .   .   .  0       !
 1988.2!                           *   +      !!         0.   .   .          !
 1988.3!                          +   *       !!          .   .   .  0       !
 1988.4!                            + *       !!          .   .  0.          !
 1989.1!                            +*        !!          .   .0  .          !
 1989.2!                           +          !!          .   .0  .          !
 1989.3!                          +           !!          .   0   .          !
 1989.4!                         +            !!          .   .0  .          !
 1990.1!                        +*            !!          .   . 0 .          !
 1990.2!                       + *            !!          .   .  0.          !
 1990.3!                 *     +              !!    0     .   .   .          !
 1990.4!                +    *                !!          .   .   .  0       !
 1991.1!                 *  +                 !!         0.   .   .          !
 1991.2!                + *                   !!          .   .  0.          !
 1991.3!              *   +                   !!         0.   .   .          !
 1991.4!              + *                     !!          .   .  0.          !
 1992.1!                +                     !!          .   .0  .          !
 1992.2!               *+                     !!          . 0 .   .          !
 1992.3!               +   *                  !!          .   .   . 0        !
 1992.4!              *   +                   !!         0.   .   .          !
 1993.1!            *  +                      !!          .0  .   .          !
 1993.2!           * +                        !!          0   .   .          !
 1993.3!           +                          !!          .   0   .          !
 1993.4!            +*                        !!          .   . 0 .          !
 1994.1!             + *                      !!          .   .  0.          !
 1994.2!             *+                       !!          . 0 .   .          !
 1994.3!             +   *                    !!          .   .   . 0        !
 1994.4!              * +                     !!          .0  .   .          !
 1995.1!              + *                     !!          .   .  0.          !
 1995.2!            *  +                      !!        0 .   .   .          !
 1995.3!            +    *                    !!          .   .   .   0      !
 1995.4!             *  +                     !!         0.   .   .          !
 1996.1!             +                        !!          .  0.   .          !
 1996.2!            *+                        !!          .  0.   .          !
 1996.3!             + *                      !!          .   .  0.          !
 1996.4!             * +                      !!          0   .   .          !
 1997.1!            * +                       !!          .0  .   .          !
 1997.2!             +                        !!          .   .0  .          !
 1997.3!             *+                       !!          . 0 .   .          !
 1997.4!             +*                       !!          .   .0  .          !
 1998.1!             *+                       !!          . 0 .   .          !
 1998.2!             +                        !!          .   0   .          !
 1998.3!            * +                       !!          . 0 .   .          !
 1998.4!            *+                        !!          .  0.   .          !
 1999.1!            +  *                      !!          .   .   0          !
 1999.2!              *+                      !!          .  0.   .          !
 1999.3!             *+                       !!          .  0.   .          !
 1999.4!              + *                     !!          .   .   0          !
 2000.1!               *+                     !!          . 0 .   .          !
 2000.2!              *+                      !!          .  0.   .          !
 2000.3!              *+                      !!          .  0.   .          !
 2000.4!             *+                       !!          . 0 .   .          !
 2001.1!             + *                      !!          .   .  0.          !
 2001.2!               +                      !!          .   0   .          !
 2001.3!               +                      !!          .   .0  .          !
 2001.4!            * +                       !!          .0  .   .          !
 2002.1!            +*                        !!          .   .0  .          !
 2002.2!             +                        !!          .   .0  .          !
 2002.3!             +                        !!          .   0   .          !
 2002.4!            *+                        !!          . 0 .   .          !
 2003.1!           *+                         !!          .   0   .          !
 2003.2!           *+                         !!          .   0   .          !
 2003.3!           *+                         !!          .  0.   .          !
 2003.4!          *+                          !!          .  0.   .          !
 2004.1!          +*                          !!          .   .0  .          !
 2004.2!          *+                          !!          .  0.   .          !
 2004.3!          +*                          !!          .   . 0 .          !
 2004.4!           +                          !!          .  0.   .          !
 2005.1!         * +                          !!          .0  .   .          !
 2005.2!         *+                           !!          .  0.   .          !
 2005.3!       *  +                           !!          0   .   .          !
 2005.4!        +                             !!          .   0   .          !
 2006.1!      *  +                            !!          0   .   .          !
 2006.2!     * +                              !!          .0  .   .          !
 2006.3!      + *                             !!          .   . 0 .          !
 2006.4!      *  +                            !!         0.   .   .          !
 2007.1!    *  +                              !!          0   .   .          !
 2007.2!     +                                !!          .  0.   .          !
 2007.3!     *+                               !!          .  0.   .          !
 2007.4!       + *                            !!          .   .  0.          !
 2008.1!     *   +                            !!       0  .   .   .          !
 2008.2!      +                               !!          .   0   .          !
 2008.3!       +                              !!          .   0   .          !
 2008.4!    *  +                              !!         0.   .   .          !
 2009.1!    +*                                !!          .   . 0 .          !
 2009.2!   *+                                 !!          . 0 .   .          !
 2009.3!   + *                                !!          .   .  0.          !
 2009.4! *  +                                 !!         0.   .   .          !
 2010.1! +  *                                 !!          .   .   .0         !
 2010.2!    +                                 !!          .   0   .          !
 2010.3!   +                                  !!          .   0   .          !
 2010.4! * +                                  !!          . 0 .   .          !
 2011.1! +*                                   !!          .   .0  .          !
 2011.2!*+                                    !!          .0  .   .          !
 2011.3+ *                                    !!          .   . 0 .          !
 2011.4!+                                     !!          .  0.   .          !
 2012.1!+*                                    !!          .   . 0 .          !
 2012.2!*+                                    !!          .  0.   .          !
 2012.3!+*                                    !!          .   .0  .          !
 2012.4*+                                     !!          . 0 .   .          !


     30.85 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKPD=UKPX$/PDPMM;                                                      
 GENR LAAUKPD=LOG(AAUKPD+.00001);                                             
 GENR LAUKPD=LOG(AUKPD+.00001);                                               
 LHS AAUKPD=EXP(LAAUKPD)-.00001;                                              
  EQ 2290 LAAUKPD C LAUKPD(-1) PUKPD;                                         
EQUATION 1377  LAAUKPD  
   RHS     C  LAUKPD(-1)  PUKPD  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1377 PLOT=0;END;                                                     

Equation number = 1377
**********************

Dependent variable = LAAUKPD 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.797357150

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.034611397       0.112421518  -0.30787     1.000000
14540 LAUKPD  ( -1)       0.936445593       0.024177628  38.73191    -2.789976
14538 PUKPD   (  0)      -0.153351111       0.118891948  -1.28984     0.978701

SE of equation            =     0.146045020
Sum of squared residuals  =  3.94589237      -0.281885626E-11
Average absolute error    =     0.105340615
Sum of ABS residuals      =  19.8040356    
R squared                 =   0.90479
Durbin-Watson statistic   =   2.15943
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                             *+       !!          .  0.   .          !
 1966.2!                            +*        !!          .   .0  .          !
 1966.3!                            +  *      !!          .   .   0          !
 1966.4!                              +      *!!          .   .   .    0     !
 1967.1!                                   +* !!          .   . 0 .          !
 1967.2!                                   +  *!          .   .   0          !
 1967.3!                                    +*!!          .   0   .          !
 1967.4!                                 * +  !!          .0  .   .          !
 1968.1!                             *  +     !!          0   .   .          !
 1968.2!                            +*        !!          .   .0  .          !
 1968.3!                            + *       !!          .   .  0.          !
 1968.4!                             +  *     !!          .   .   0          !
 1969.1!                              +  *    !!          .   .  0.          !
 1969.2!                              * +     !!          . 0 .   .          !
 1969.3!                             +   *    !!          .   .   .0         !
 1969.4!                                +   * !!          .   .   .0         !
 1970.1!                                  *+  !!          . 0 .   .          !
 1970.2!                                 +*   !!          .   . 0 .          !
 1970.3!                               * +    !!          . 0 .   .          !
 1970.4!                              +      *!!          .   .   .    0     !
 1971.1!                                 *  + !!          0   .   .          !
 1971.2!                                + *   !!          .   . 0 .          !
 1971.3!                                *+    !!          .  0.   .          !
 1971.4!                               + *    !!          .   . 0 .          !
 1972.1!                              * +     !!          .0  .   .          !
 1972.2!                             +*       !!          .   . 0 .          !
 1972.3!                         *    +       !!        0 .   .   .          !
 1972.4!                         + *          !!          .   . 0 .          !
 1973.1!                          +  *        !!          .   .  0.          !
 1973.2!                           *+         !!          . 0 .   .          !
 1973.3!                         * +          !!          . 0 .   .          !
 1973.4!                      *  +            !!          0   .   .          !
 1974.1!                      +*              !!          .   0   .          !
 1974.2!                     * +              !!          . 0 .   .          !
 1974.3!                     + *              !!          .   . 0 .          !
 1974.4!                     * +              !!          .0  .   .          !
 1975.1!                    *+                !!          .  0.   .          !
 1975.2!                    +*                !!          .   . 0 .          !
 1975.3!                     + *              !!          .   . 0 .          !
 1975.4!                       +*             !!          .   .0  .          !
 1976.1!                    *  +              !!         0.   .   .          !
 1976.2!                *   +                 !!         0.   .   .          !
 1976.3!                 + *                  !!          .   .  0.          !
 1976.4!                   +                  !!          .  0.   .          !
 1977.1!                   +                  !!          .   0   .          !
 1977.2!                   +                  !!          .  0.   .          !
 1977.3!                   +                  !!          .   0   .          !
 1977.4!                   +*                 !!          .   . 0 .          !
 1978.1!                    +   *             !!          .   .   . 0        !
 1978.2!                        +             !!          .   0   .          !
 1978.3!                      *+              !!          . 0 .   .          !
 1978.4!                      +   *           !!          .   .   . 0        !
 1979.1!                        *+            !!          . 0 .   .          !
 1979.2!                        +*            !!          .   . 0 .          !
 1979.3!                   *    +             !!       0  .   .   .          !
 1979.4!                  +   *               !!          .   .   0          !
 1980.1!                     +   *            !!          .   .   .0         !
 1980.2!                        +*            !!          .   . 0 .          !
 1980.3!                       *+             !!          .  0.   .          !
 1980.4!                    * +               !!          . 0 .   .          !
 1981.1!               *   +                  !!        0 .   .   .          !
 1981.2!              + *                     !!          .   . 0 .          !
 1981.3!               +                      !!          .   0   .          !
 1981.4!               +*                     !!          .   .0  .          !
 1982.1!    *          +                      !0          .   .   .          !
 1982.2!    + *                               !!          .   .  0.          !
 1982.3!      +        *                      !!          .   .   .      0   !
 1982.4!              +       *               !!          .   .   .    0     !
 1983.1!                 *   +                !!         0.   .   .          !
 1983.2!             *  +                     !!          0   .   .          !
 1983.3!             +  *                     !!          .   .   0          !
 1983.4!               +                      !!          .   0   .          !
 1984.1!               +   *                  !!          .   .   .0         !
 1984.2!           *      +                   !!     0    .   .   .          !
 1984.3!           + *                        !!          .   .  0.          !
 1984.4!             +*                       !!          .   . 0 .          !
 1985.1!              + *                     !!          .   .  0.          !
 1985.2!               +                      !!          .   0   .          !
 1985.3!           *  +                       !!          0   .   .          !
 1985.4!          *+                          !!          .  0.   .          !
 1986.1!           +                          !!          .   .0  .          !
 1986.2!           +     *                    !!          .   .   .  0       !
 1986.3!            *    +                    !!        0 .   .   .          !
 1986.4!            +        *                !!          .   .   .      0   !
 1987.1!                    +                 !!          .  0.   .          !
 1987.2!               *   +                  !!        0 .   .   .          !
 1987.3!               +                      !!          .   0   .          !
 1987.4!           *  +                       !!          0   .   .          !
 1988.1!          *+                          !!          . 0 .   .          !
 1988.2!          + *                         !!          .   . 0 .          !
 1988.3!            +                         !!          .   .0  .          !
 1988.4!          * +                         !!          .0  .   .          !
 1989.1!         *+                           !!          .  0.   .          !
 1989.2!        *+                            !!          .  0.   .          !
 1989.3!        +*                            !!          .   0   .          !
 1989.4!      *  +                            !!          .0  .   .          !
 1990.1!       +*                             !!          .   .0  .          !
 1990.2!       *+                             !!          .  0.   .          !
 1990.3!       + *                            !!          .   .  0.          !
 1990.4!      *  +                            !!          0   .   .          !
 1991.1!    * +                               !!          .0  .   .          !
 1991.2!    +*                                !!          .   .0  .          !
 1991.3!     +  *                             !!          .   .   0          !
 1991.4!        +  *                          !!          .   .   0          !
 1992.1!           +                          !!          .   0   .          !
 1992.2!           + *                        !!          .   . 0 .          !
 1992.3!             +   *                    !!          .   .   .0         !
 1992.4!                 +   *                !!          .   .   . 0        !
 1993.1!               *     +                !!       0  .   .   .          !
 1993.2!               +                      !!          .   0   .          !
 1993.3!           *   +                      !!         0.   .   .          !
 1993.4!           +    *                     !!          .   .   . 0        !
 1994.1!             * +                      !!          .0  .   .          !
 1994.2!             +                        !!          .   0   .          !
 1994.3!             +                        !!          .   .0  .          !
 1994.4!           * +                        !!          . 0 .   .          !
 1995.1!           +  *                       !!          .   .   0          !
 1995.2!             *+                       !!          . 0 .   .          !
 1995.3!             +*                       !!          .   .0  .          !
 1995.4!              +*                      !!          .   .0  .          !
 1996.1!              + *                     !!          .   .  0.          !
 1996.2!                +                     !!          .  0.   .          !
 1996.3!                +*                    !!          .   . 0 .          !
 1996.4!                 +*                   !!          .   .0  .          !
 1997.1!                *+                    !!          .  0.   .          !
 1997.2!             *  +                     !!          0   .   .          !
 1997.3!            +                         !!          .   0   .          !
 1997.4!            +*                        !!          .   .0  .          !
 1998.1!          *  +                        !!          0   .   .          !
 1998.2!          +*                          !!          .   . 0 .          !
 1998.3!           +                          !!          .   0   .          !
 1998.4!           +                          !!          .   0   .          !
 1999.1!           +                          !!          .   0   .          !
 1999.2!          + *                         !!          .   .0  .          !
 1999.3!         * +                          !!          .0  .   .          !
 1999.4!        *+                            !!          .  0.   .          !
 2000.1!        + *                           !!          .   . 0 .          !
 2000.2!          + *                         !!          .   .  0.          !
 2000.3!        *  +                          !!          0   .   .          !
 2000.4!       *+                             !!          . 0 .   .          !
 2001.1!       +                              !!          .   0   .          !
 2001.2!       + *                            !!          .   . 0 .          !
 2001.3!        *+                            !!          .  0.   .          !
 2001.4!        +*                            !!          .   .0  .          !
 2002.1!         +                            !!          .  0.   .          !
 2002.2!        *+                            !!          .  0.   .          !
 2002.3!        +*                            !!          .   .0  .          !
 2002.4!        *+                            !!          . 0 .   .          !
 2003.1!       *+                             !!          .  0.   .          !
 2003.2!       +                              !!          .   0   .          !
 2003.3!        +*                            !!          .   . 0 .          !
 2003.4!          +                           !!          .   .0  .          !
 2004.1!      *   +                           !!        0 .   .   .          !
 2004.2!     *+                               !!          .  0.   .          !
 2004.3!    * +                               !!          .0  .   .          !
 2004.4!  * +                                 !!          . 0 .   .          !
 2005.1!   +                                  !!          .   0   .          !
 2005.2!   *+                                 !!          .   0   .          !
 2005.3!    +                                 !!          .   0   .          !
 2005.4!    + *                               !!          .   . 0 .          !
 2006.1!      +         *                     !!          .   .   .       0  !
 2006.2!             * +                      !!          0   .   .          !
 2006.3!   *         +                        !! 0        .   .   .          !
 2006.4!   +*                                 !!          .   .0  .          !
 2007.1!  * +                                 !!          .0  .   .          !
 2007.2! * +                                  !!          .0  .   .          !
 2007.3! +  *                                 !!          .   .  0.          !
 2007.4!   * +                                !!          .0  .   .          !
 2008.1!*  +                                  !!         0.   .   .          !
 2008.2* +                                    !!          . 0 .   .          !
 2008.3!+ *                                   !!          .   .  0.          !
 2008.4!   +  *                               !!          .   .  0.          !
 2009.1!   *  +                               !!         0.   .   .          !
 2009.2!    +                                 !!          .   .0  .          !
 2009.3!     +                                !!          .   0   .          !
 2009.4!      +                               !!          .  0.   .          !
 2010.1!    * +                               !!          .0  .   .          !
 2010.2!     +*                               !!          .   . 0 .          !
 2010.3!    * +                               !!          .0  .   .          !
 2010.4!     +     *                          !!          .   .   .  0       !
 2011.1!           +                          !!          .   .0  .          !
 2011.2!  *         +                         !!  0       .   .   .          !
 2011.3!   +                                  !!          .   .0  .          !
 2011.4!  * +                                 !!          . 0 .   .          !
 2012.1!*  +                                  !!          .0  .   .          !
 2012.2! +*                                   !!          .   0   .          !
 2012.3!  +                                   !!          .   0   .          !
 2012.4!   +                                  !!          .   0   .          !


     23.40 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFIPD=FIPX$/PDPMM;                                                      
 GENR LAAFIPD=LOG(AAFIPD+.00001);                                             
 GENR LAFIPD=LOG(AFIPD+.00001);                                               
 LHS AAFIPD=EXP(LAAFIPD)-.00001;                                              
  EQ 2291 LAAFIPD C LAFIPD(-1) PFIPD;                                         
EQUATION 1378  LAAFIPD  
   RHS     C  LAFIPD(-1)  PFIPD  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1378 PLOT=0;END;                                                     

Equation number = 1378
**********************

Dependent variable = LAAFIPD 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.217883922

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.613511490       0.226179204  -2.71250     1.000000
14543 LAFIPD  ( -1)       0.829315261       0.041173004  20.14221    -4.210913
14541 PFIPD   (  0)      -0.120135909       0.220664983  -0.54443     0.933927

SE of equation            =     0.290467062
Sum of squared residuals  =  15.6086561      -0.451727544E-11
Average absolute error    =     0.188854922
Sum of ABS residuals      =  35.5047254    
R squared                 =   0.71100
Durbin-Watson statistic   =   2.40180
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                   +* !!           .  .0 .           !
 1966.2!                                * +   !!           .0 .  .           !
 1966.3!                               +   *  !!           .  .  0           !
 1966.4!                                  +*  !!           .  .0 .           !
 1967.1!                                 +*   !!           .  .0 .           !
 1967.2!                                 + *  !!           .  . 0.           !
 1967.3!                                  +*  !!           .  .0 .           !
 1967.4!                                * +   !!           . 0.  .           !
 1968.1!                            *  +      !!           0  .  .           !
 1968.2!                           +  *       !!           .  . 0.           !
 1968.3!                             +  *     !!           .  . 0.           !
 1968.4!                               +    * !!           .  .  .0          !
 1969.1!                                   +  *!           .  .  0           !
 1969.2!                                    +*!!           .  .0 .           !
 1969.3!                                   +* !!           .  .0 .           !
 1969.4!                                   +  !!           .  0  .           !
 1970.1!                                 + *  !!           .  . 0.           !
 1970.2!                                  +   !!           .  0  .           !
 1970.3!                                +  *  !!           .  . 0.           !
 1970.4!                                  +   !!           .  .0 .           !
 1971.1!                                 + *  !!           .  . 0.           !
 1971.2!                               *  +   !!           .0 .  .           !
 1971.3!                              +       !!           . 0.  .           !
 1971.4!                           * +        !!           .0 .  .           !
 1972.1!                           +  *       !!           .  . 0.           !
 1972.2!                             +        !!           .  0  .           !
 1972.3!                         *  +         !!           0  .  .           !
 1972.4!                         +     *      !!           .  .  . 0         !
 1973.1!                              +  *    !!           .  .  0           !
 1973.2!                      *         +     !!      0    .  .  .           !
 1973.3!                      *+              !!           . 0.  .           !
 1973.4!                    *  +              !!           .0 .  .           !
 1974.1!                     + *              !!           .  . 0.           !
 1974.2!                      * +             !!           . 0.  .           !
 1974.3!                      *+              !!           . 0.  .           !
 1974.4!                      +*              !!           .  .0 .           !
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 1975.2!                       +*             !!           .  .0 .           !
 1975.3!                        +             !!           . 0.  .           !
 1975.4!                        + *           !!           .  . 0.           !
 1976.1!                      *   +           !!           0  .  .           !
 1976.2!                       +  *           !!           .  . 0.           !
 1976.3!                        * +           !!           . 0.  .           !
 1976.4!                        +             !!           .  0  .           !
 1977.1!                    *   +             !!           0  .  .           !
 1977.2!                     +  *             !!           .  .  0           !
 1977.3!                      *  +            !!           .0 .  .           !
 1977.4!                      *+              !!           .  0  .           !
 1978.1!                     * +              !!           . 0.  .           !
 1978.2!                      +*              !!           .  .0 .           !
 1978.3!                   *    +             !!          0.  .  .           !
 1978.4!                    + *               !!           .  .0 .           !
 1979.1!                       +              !!           .  0  .           !
 1979.2!                *       +             !!       0   .  .  .           !
 1979.3!                 + *                  !!           .  .0 .           !
 1979.4!                   *+                 !!           . 0.  .           !
 1980.1!                     + *              !!           .  . 0.           !
 1980.2!                        +   *         !!           .  .  .0          !
 1980.3!                *           +         !!    0      .  .  .           !
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 1981.1!              *   +                   !!           0  .  .           !
 1981.2*                +                     !0           .  .  .           !
 1981.3!    +           *                     !!           .  .  .      0    !
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 1982.3!               +*                     !!           .  .0 .           !
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 1983.3!              *   +                   !!           0  .  .           !
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 1984.4!                    *    +            !!          0.  .  .           !
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 1990.3!                     * +              !!           . 0.  .           !
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 1991.3!                        + *           !!           .  . 0.           !
 1991.4!                          +      *    !!           .  .  .   0       !
 1992.1!                                +     !!           .  0  .           !
 1992.2!                               +      !!           .  0  .           !
 1992.3!                             *+       !!           . 0.  .           !
 1992.4!                            +  *      !!           .  . 0.           !
 1993.1!                              +*      !!           .  .0 .           !
 1993.2!                              + *     !!           .  .0 .           !
 1993.3!                              *+      !!           .  0  .           !
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 1994.3!                                +     !!           .  0  .           !
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 1995.2!                             +*       !!           .  0  .           !
 1995.3!                           * +        !!           . 0.  .           !
 1995.4!                         * +          !!           . 0.  .           !
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 1998.4!                            +*        !!           .  .0 .           !
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 2000.3!                             +        !!           .  0  .           !
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 2001.1!                             + *      !!           .  . 0.           !
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 2001.3!                             *+       !!           . 0.  .           !
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 2002.2!                             +        !!           .  0  .           !
 2002.3!                           *+         !!           . 0.  .           !
 2002.4!                           +  *       !!           .  . 0.           !
 2003.1!                             +        !!           .  0  .           !
 2003.2!                             +*       !!           .  .0 .           !
 2003.3!                             +        !!           . 0.  .           !
 2003.4!                            +*        !!           .  .0 .           !
 2004.1!                           *+         !!           . 0.  .           !
 2004.2!                           +          !!           .  0  .           !
 2004.3!                           +          !!           .  0  .           !
 2004.4!                           +*         !!           .  .0 .           !
 2005.1!                           +          !!           .  0  .           !
 2005.2!                           +*         !!           .  .0 .           !
 2005.3!                           *+         !!           .  0  .           !
 2005.4!                           + *        !!           .  .0 .           !
 2006.1!                           *+         !!           . 0.  .           !
 2006.2!                           +*         !!           .  0  .           !
 2006.3!                           +          !!           .  0  .           !
 2006.4!                           +          !!           .  0  .           !
 2007.1!                           +*         !!           .  .0 .           !
 2007.2!                            +         !!           .  0  .           !
 2007.3!                            +         !!           .  0  .           !
 2007.4!                           +          !!           .  0  .           !
 2008.1!                           +*         !!           .  .0 .           !
 2008.2!                            +         !!           .  0  .           !
 2008.3!                            + *       !!           .  .0 .           !
 2008.4!                             + *      !!           .  . 0.           !
 2009.1!                             *+       !!           . 0.  .           !
 2009.2!                            +*        !!           .  0  .           !
 2009.3!                            +         !!           .  0  .           !
 2009.4!                            +*        !!           .  .0 .           !
 2010.1!                           *+         !!           . 0.  .           !
 2010.2!                           +          !!           .  0  .           !
 2010.3!                         * +          !!           .0 .  .           !
 2010.4!                         *+           !!           . 0.  .           !
 2011.1!                         + *          !!           .  . 0.           !
 2011.2!                          *+          !!           . 0.  .           !
 2011.3!                          +           !!           . 0.  .           !
 2011.4!                        * +           !!           . 0.  .           !
 2012.1!                         +*           !!           .  .0 .           !
 2012.2!                          +           !!           . 0.  .           !
 2012.3!                         *+           !!           . 0.  .           !
 2012.4!                       *  +           !!           .0 .  .           !


     15.96 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ  2292 LAAASPD C LAASPD(-1) PASPD;SMPL 1966.1 2012.4;OLS;EST 2292 PLOT=0;EN
@@EQ 2293 LAASOPD C LASOPD(-1) PSOPD;SMPL 1991.3 2012.4;OLS;EST 2293 PLOT=0;EN
@@EQ 2294 LAAKOPD C LAKOPD(-1) PKOPD;SMPL 1991.3 2012.4;OLS;EST 2294 PLOT=0;EN
@EQ  2295 LAABEPD C LABEPD(-1) PBEPD;SMPL 1966.1 2012.4;OLS;EST 2295 PLOT=0;EN
@EQ  2296 LAADEPD C LADEPD(-1) PDEPD;SMPL 1966.1 2012.4;OLS;EST 2296 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOPD=NOPX$Q/PDPMM;                                                     
 GENR LAANOPD=LOG(AANOPD+.00001);                                             
 GENR LANOPD=LOG(ANOPD+.00001);                                               
 LHS AANOPD=EXP(LAANOPD)-.00001;                                              
  EQ 2297 LAANOPD C LANOPD(-1) PNOPD;                                         
EQUATION 1379  LAANOPD  
   RHS     C  LANOPD(-1)  PNOPD  
 SMPL 1971.3 2012.4;                                                          
Sample period is now  1971.3 to  2012.4 Internally:    79 to   244
 OLS;EST 1379 PLOT=0;END;                                                     

Equation number = 1379
**********************

Dependent variable = LAANOPD 

 1971.3 -   2012.4,    0 missing obs.,  166 obs. used.

Mean of dependent variable       -4.312380094

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.626433973       0.245391752  -6.62791     1.000000
14546 LANOPD  ( -1)       0.520849548       0.067118926   7.76010    -4.309667
14544 PNOPD   (  0)      -0.521872365       0.132460002  -3.93985     0.845529

SE of equation            =     0.316773104
Sum of squared residuals  =  16.3562675       0.364908104E-11
Average absolute error    =     0.240835262
Sum of ABS residuals      =  39.9786536    
R squared                 =   0.49842
Durbin-Watson statistic   =   2.32335
SMPL and No. Obs.         = 1971.3   2012.4    166

Plot of actual(*) and fitted(+) values and residuals(0)


 1971.3!                 *   +                !!          .0  .   .          !
 1971.4!                  +       *           !!          .   .   . 0        !
 1972.1!                     * +              !!          .  0.   .          !
 1972.2!                    +      *          !!          .   .   .0         !
 1972.3!                      *+              !!          .  0.   .          !
 1972.4!                    +    *            !!          .   .  0.          !
 1973.1!                    * +               !!          .  0.   .          !
 1973.2!                    +    *            !!          .   .   0          !
 1973.3!                      + *             !!          .   . 0 .          !
 1973.4!                      + *             !!          .   . 0 .          !
 1974.1!             *       +                !!        0 .   .   .          !
 1974.2!               +       *              !!          .   .   . 0        !
 1974.3!           *        +                 !!       0  .   .   .          !
 1974.4!              +  *                    !!          .   . 0 .          !
 1975.1!                 +                    !!          .   0   .          !
 1975.2!                 +                    !!          .   0   .          !
 1975.3!         *       +                    !!         0.   .   .          !
 1975.4!             +     *                  !!          .   .   0          !
 1976.1!               *  +                   !!          .0  .   .          !
 1976.2!                +                    *!!          .   .   .          0
 1976.3!                   *       +          !!        0 .   .   .          !
 1976.4!                  +    *              !!          .   .   0          !
 1977.1!                    + *               !!          .   .0  .          !
 1977.2!              *     +                 !!          0   .   .          !
 1977.3!                +           *         !!          .   .   .    0     !
 1977.4!                   *   +              !!          .0  .   .          !
 1978.1!                  *+                  !!          .   0   .          !
 1978.2!                 +*                   !!          .   0   .          !
 1978.3!                  + *                 !!          .   .0  .          !
 1978.4!                   + *                !!          .   .0  .          !
 1979.1!                    +                 !!          .   0   .          !
 1979.2!                   + *                !!          .   . 0 .          !
 1979.3!                   +*                 !!          .   0   .          !
 1979.4!                  +                   !!          .   0   .          !
 1980.1!               * +                    !!          .  0.   .          !
 1980.2!            *  +                      !!          .0  .   .          !
 1980.3!            *+                        !!          .  0.   .          !
 1980.4!             +                        !!          .   0   .          !
 1981.1!     *        +                       !!        0 .   .   .          !
 1981.2! *       +                            !!        0 .   .   .          !
 1981.3!       +   *                          !!          .   .  0.          !
 1981.4!            +            *            !!          .   .   .    0     !
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 1982.2!               *  +                   !!          . 0 .   .          !
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 1983.2!         *      +                     !!         0.   .   .          !
 1983.3!           +*                         !!          .   0   .          !
 1983.4!    *        +                        !!        0 .   .   .          !
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 1984.2!    *       +                         !!         0.   .   .          !
 1984.3! *       +                            !!        0 .   .   .          !
 1984.4!       + *                            !!          .   .0  .          !
 1985.1!      *    +                          !!          0   .   .          !
 1985.2!         +                            !!          .   0   .          !
 1985.3!         * +                          !!          .  0.   .          !
 1985.4!       *    +                         !!          .0  .   .          !
 1986.1*           +                          !!     0    .   .   .          !
 1986.2!        +*                            !!          .   0   .          !
 1986.3!            * +                       !!          . 0 .   .          !
 1986.4!          *     +                     !!          0   .   .          !
 1987.1!               +    *                 !!          .   .  0.          !
 1987.2!                    + *               !!          .   . 0 .          !
 1987.3!               *     +                !!          0   .   .          !
 1987.4!                  +     *             !!          .   .   .0         !
 1988.1!                    * +               !!          . 0 .   .          !
 1988.2!                 *  +                 !!          . 0 .   .          !
 1988.3!                  +        *          !!          .   .   . 0        !
 1988.4!                       +  *           !!          .   . 0 .          !
 1989.1!                    *  +              !!          . 0 .   .          !
 1989.2!      *            +                  !!     0    .   .   .          !
 1989.3!            +       *                 !!          .   .   .0         !
 1989.4!                *  +                  !!          .0  .   .          !
 1990.1!              *  +                    !!          . 0 .   .          !
 1990.2!         *       +                    !!         0.   .   .          !
 1990.3!              +    *                  !!          .   .   0          !
 1990.4!                  +                *  !!          .   .   .       0  !
 1991.1!                         * +          !!          .  0.   .          !
 1991.2!                      +*              !!          .   0   .          !
 1991.3!                     +            *   !!          .   .   .    0     !
 1991.4!                           +*         !!          .   .0  .          !
 1992.1!                        + *           !!          .   . 0 .          !
 1992.2!                       +              *!          .   .   .      0   !
 1992.3!                          *  +        !!          . 0 .   .          !
 1992.4!                       +        *     !!          .   .   . 0        !
 1993.1!                          +   *       !!          .   . 0 .          !
 1993.2!                          +  *        !!          .   . 0 .          !
 1993.3!                         +      *     !!          .   .   .0         !
 1993.4!                           +    *     !!          .   .  0.          !
 1994.1!                           +    *     !!          .   .  0.          !
 1994.2!                         * +          !!          . 0 .   .          !
 1994.3!                       +        *     !!          .   .   . 0        !
 1994.4!                           +       *  !!          .   .   .0         !
 1995.1!                            +         !!          .   0   .          !
 1995.2!                         +            !!          .   0   .          !
 1995.3!                        +   *         !!          .   .  0.          !
 1995.4!                         +*           !!          .   .0  .          !
 1996.1!                        +  *          !!          .   . 0 .          !
 1996.2!                    *   +             !!          .0  .   .          !
 1996.3!                *   +                 !!          .0  .   .          !
 1996.4!                  +  *                !!          .   . 0 .          !
 1997.1!                  *  +                !!          . 0 .   .          !
 1997.2!                    +                 !!          .   0   .          !
 1997.3!                *    +                !!          0   .   .          !
 1997.4!                  +*                  !!          .   0   .          !
 1998.1!                 *  +                 !!          .0  .   .          !
 1998.2!               *    +                 !!          .0  .   .          !
 1998.3!                   +                  !!          .   0   .          !
 1998.4!                     +    *           !!          .   .   0          !
 1999.1!                     *   +            !!          .0  .   .          !
 1999.2!                   * +                !!          . 0 .   .          !
 1999.3!                   *+                 !!          .  0.   .          !
 1999.4!                   +  *               !!          .   . 0 .          !
 2000.1!                  * +                 !!          . 0 .   .          !
 2000.2!         *        +                   !!        0 .   .   .          !
 2000.3!        *    +                        !!          .0  .   .          !
 2000.4!            +*                        !!          .   .0  .          !
 2001.1!               +                      !!          .   0   .          !
 2001.2!         *      +                     !!         0.   .   .          !
 2001.3!        *    +                        !!          0   .   .          !
 2001.4!              +*                      !!          .   .0  .          !
 2002.1!               * +                    !!          .  0.   .          !
 2002.2!         *       +                    !!        0 .   .   .          !
 2002.3!         *   +                        !!          .0  .   .          !
 2002.4!            *+                        !!          .  0.   .          !
 2003.1!           *   +                      !!          .0  .   .          !
 2003.2!            *  +                      !!          . 0 .   .          !
 2003.3!           *   +                      !!          .0  .   .          !
 2003.4!               +*                     !!          .   .0  .          !
 2004.1!           *     +                    !!         0.   .   .          !
 2004.2!          *   +                       !!          .0  .   .          !
 2004.3!             +*                       !!          .   .0  .          !
 2004.4!            *  +                      !!          . 0 .   .          !
 2005.1!             +  *                     !!          .   . 0 .          !
 2005.2!           *   +                      !!          .0  .   .          !
 2005.3!        *   +                         !!          .0  .   .          !
 2005.4!          +                           !!          .   0   .          !
 2006.1!          +*                          !!          .   0   .          !
 2006.2!      *   +                           !!          .0  .   .          !
 2006.3!      * +                             !!          .  0.   .          !
 2006.4!        +                             !!          .   0   .          !
 2007.1!        * +                           !!          .  0.   .          !
 2007.2!         +     *                      !!          .   .   0          !
 2007.3!           * +                        !!          . 0 .   .          !
 2007.4!     *   +                            !!          .0  .   .          !
 2008.1!      +   *                           !!          .   .  0.          !
 2008.2!*      +                              !!         0.   .   .          !
 2008.3!  +                *                  !!          .   .   .       0  !
 2008.4!      *        +                      !!        0 .   .   .          !
 2009.1!         +*                           !!          .   .0  .          !
 2009.2!          * +                         !!          .  0.   .          !
 2009.3!          *+                          !!          .  0.   .          !
 2009.4!           +  *                       !!          .   . 0 .          !
 2010.1!         *  +                         !!          .0  .   .          !
 2010.2!          +                           !!          .   .0  .          !
 2010.3!          +     *                     !!          .   .   0          !
 2010.4!             +    *                   !!          .   .   0          !
 2011.1!             +                        !!          .   .0  .          !
 2011.2!          +          *                !!          .   .   .   0      !
 2011.3!    *         +                       !!       0  .   .   .          !
 2011.4!     + *                              !!          .   . 0 .          !
 2012.1!      +   *                           !!          .   .  0.          !
 2012.2!    *   +                             !!          .0  .   .          !
 2012.3!     +       *                        !!          .   .   . 0        !
 2012.4!         +     *                      !!          .   .   0          !


     25.90 percent of the residuals exceed 1 SE
      5.42 percent of the residuals exceed 2 SE
@EQ  2298 LAASWPD C LASWPD(-1) PSWPD;SMPL 1966.1 2012.4;OLS;EST 2298 PLOT=0;EN
@EQ  2299 LAAGRPD C LAGRPD(-1) PGRPD;SMPL 1966.1 2012.4;OLS;EST 2299 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRPD=IRPX$Q/PDPMM;                                                     
 GENR LAAIRPD=LOG(AAIRPD+.00001);                                             
 GENR LAIRPD=LOG(AIRPD+.00001);                                               
 LHS AAIRPD=EXP(LAAIRPD)-.00001;                                              
  EQ 2300 LAAIRPD C LAIRPD(-1) PIRPD;                                         
EQUATION 1380  LAAIRPD  
   RHS     C  LAIRPD(-1)  PIRPD  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST 1380 PLOT=0;END;                                                     

Equation number = 1380
**********************

Dependent variable = LAAIRPD 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -5.955077221

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.469247238       0.410094309  -1.14424     1.000000
14549 LAIRPD  ( -1)       0.512459116       0.063519840   8.06770    -5.962332
14547 PIRPD   (  0)      -2.128512862       0.436295962  -4.87860     1.141820

SE of equation            =     0.565492164
Sum of squared residuals  =  55.9617429      -0.276880741E-10
Average absolute error    =     0.393873211
Sum of ABS residuals      =  70.1094315    
R squared                 =   0.54672
Durbin-Watson statistic   =   2.33578
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3!                    +*                !!          .   0   .          !
 1968.4!                *    +                !!          .0  .   .          !
 1969.1!                  +         *         !!          .   .   .  0       !
 1969.2!                         + *          !!          .   .0  .          !
 1969.3!           *            +             !!      0   .   .   .          !
 1969.4!                +       *             !!          .   .   .0         !
 1970.1!                      *+              !!          .   0   .          !
 1970.2!                      +  *            !!          .   . 0 .          !
 1970.3!                       +          *   !!          .   .   .  0       !
 1970.4!                            +     *   !!          .   .   0          !
 1971.1!     *                     +          !0          .   .   .          !
 1971.2!            +           *             !!          .   .   .   0      !
 1971.3!              *        +              !!        0 .   .   .          !
 1971.4!                 +             *      !!          .   .   .    0     !
 1972.1!                         +*           !!          .   .0  .          !
 1972.2!                 *    +               !!          0   .   .          !
 1972.3!                  + *                 !!          .   .0  .          !
 1972.4!                *   +                 !!          . 0 .   .          !
 1973.1!                +      *              !!          .   .   .0         !
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 1980.4!                    *  +              !!          . 0 .   .          !
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 1981.3!              +                 *     !!          .   .   .       0  !
 1981.4!    *                      +          !0          .   .   .          !
 1982.1*              +                       !!    0     .   .   .          !
 1982.2! *        +                           !!        0 .   .   .          !
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 1989.3!                    *  +              !!          . 0 .   .          !
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 1993.3!                        *  +          !!          . 0 .   .          !
 1993.4!                         +*           !!          .   .0  .          !
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 1994.4!                         +   *        !!          .   . 0 .          !
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 1995.2!                             +*       !!          .   .0  .          !
 1995.3!                             +        !!          .   0   .          !
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 1996.4!                             +   *    !!          .   . 0 .          !
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 1998.1!                              + *     !!          .   . 0 .          !
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 1998.4!                              +     * !!          .   .   0          !
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 1999.4!                               +    * !!          .   .  0.          !
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 2001.1!                                 + *  !!          .   .0  .          !
 2001.2!                               + *    !!          .   . 0 .          !
 2001.3!                             +  *     !!          .   . 0 .          !
 2001.4!                             +      * !!          .   .   .0         !
 2002.1!                               + *    !!          .   . 0 .          !
 2002.2!                              +*      !!          .   .0  .          !
 2002.3!                             + *      !!          .   . 0 .          !
 2002.4!                            +     *   !!          .   .  0.          !
 2003.1!                               +      !!          .   0   .          !
 2003.2!                              + *     !!          .   . 0 .          !
 2003.3!                              + *     !!          .   .0  .          !
 2003.4!                              +  *    !!          .   . 0 .          !
 2004.1!                               +      !!          .   0   .          !
 2004.2!                              +*      !!          .   0   .          !
 2004.3!                              +*      !!          .   0   .          !
 2004.4!                               +*     !!          .   .0  .          !
 2005.1!                              * +     !!          .  0.   .          !
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 2005.3!                            *  +      !!          . 0 .   .          !
 2005.4!                              + *     !!          .   . 0 .          !
 2006.1!                              * +     !!          .  0.   .          !
 2006.2!                             * +      !!          .  0.   .          !
 2006.3!                               +      !!          .   0   .          !
 2006.4!                                + *   !!          .   .0  .          !
 2007.1!                                 +    !!          .   0   .          !
 2007.2!                                 +    !!          .   0   .          !
 2007.3!                                *+    !!          .  0.   .          !
 2007.4!                                 +*   !!          .   0   .          !
 2008.1!                                  *+  !!          .   0   .          !
 2008.2!                                  *+  !!          .  0.   .          !
 2008.3!                                   +  !!          .   0   .          !
 2008.4!                                  + * !!          .   .0  .          !
 2009.1!                                  *+  !!          .   0   .          !
 2009.2!                                  + * !!          .   . 0 .          !
 2009.3!                                   +  !!          .   0   .          !
 2009.4!                                   +  !!          .   0   .          !
 2010.1!                                *  +  !!          . 0 .   .          !
 2010.2!                                 *+   !!          .   0   .          !
 2010.3!                                  +   !!          .   0   .          !
 2010.4!                                *  +  !!          . 0 .   .          !
 2011.1!                                *  +  !!          . 0 .   .          !
 2011.2!                                  *+  !!          .  0.   .          !
 2011.3!                                 *  + !!          . 0 .   .          !
 2011.4!                               *   +  !!          .0  .   .          !
 2012.1!                                 *+   !!          .  0.   .          !
 2012.2!                                  *+  !!          .  0.   .          !
 2012.3!                                 * +  !!          . 0 .   .          !
 2012.4!                                 * +  !!          .  0.   .          !


     20.22 percent of the residuals exceed 1 SE
      5.62 percent of the residuals exceed 2 SE
@@EQ 2301 LAAPOPD C LAPOPD(-1) PPOPD;SMPL 1996.3 2012.4;OLS;EST 2301 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPPD=SPPX$Q/PDPMM;                                                     
 GENR LAASPPD=LOG(AASPPD+.00001);                                             
 GENR LASPPD=LOG(ASPPD+.00001);                                               
 LHS AASPPD=EXP(LAASPPD)-.00001;                                              
  EQ 2302 LAASPPD C LASPPD(-1) PSPPD;                                         
EQUATION 1381  LAASPPD  
   RHS     C  LASPPD(-1)  PSPPD  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1381 PLOT=0;END;                                                     

Equation number = 1381
**********************

Dependent variable = LAASPPD 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.353413795

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.693994690       0.201326348  -3.44711     1.000000
14552 LASPPD  ( -1)       0.751481741       0.048989698  15.33959    -4.358240
14550 PSPPD   (  0)      -0.339288706       0.137217429  -2.47264     1.132608

SE of equation            =     0.329053816
Sum of squared residuals  =  20.0311365      -0.407407441E-11
Average absolute error    =     0.239794379
Sum of ABS residuals      =  45.0813433    
R squared                 =   0.65090
Durbin-Watson statistic   =   2.71372
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                *    +                !!          .0  .   .          !
 1966.2!               +      *               !!          .   .   .0         !
 1966.3!                    +  *              !!          .   . 0 .          !
 1966.4!                   +  *               !!          .   .  0.          !
 1967.1!                    +    *            !!          .   .  0.          !
 1967.2!                    * +               !!          . 0 .   .          !
 1967.3!                  + *                 !!          .   .0  .          !
 1967.4!                  +  *                !!          .   . 0 .          !
 1968.1!               *   +                  !!          .0  .   .          !
 1968.2!               +   *                  !!          .   .  0.          !
 1968.3!             *    +                   !!          0   .   .          !
 1968.4!             +   *                    !!          .   .  0.          !
 1969.1!           *    +                     !!          0   .   .          !
 1969.2!            +    *                    !!          .   .   0          !
 1969.3!             *   +                    !!          .0  .   .          !
 1969.4!              +  *                    !!          .   . 0 .          !
 1970.1!                 +   *                !!          .   .  0.          !
 1970.2!                    +     *           !!          .   .   .0         !
 1970.3!                *       +             !!        0 .   .   .          !
 1970.4!                + *                   !!          .   .0  .          !
 1971.1!               *  +                   !!          . 0 .   .          !
 1971.2*                +                     !! 0        .   .   .          !
 1971.3!    +                    *            !!          .   .   .          0
 1971.4!       *               +              !!  0       .   .   .          !
 1972.1!           +                 *        !!          .   .   .         0!
 1972.2!                       *   +          !!          .0  .   .          !
 1972.3!                     *+               !!          .  0.   .          !
 1972.4!                   *+                 !!          .  0.   .          !
 1973.1!         *         +                  !!       0  .   .   .          !
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 1973.4!            +         *               !!          .   .   .   0      !
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 1975.3!                    +                 !!          .   0   .          !
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 1976.2!                    +*                !!          .   .0  .          !
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 1980.3!                +                     !!          .   0   .          !
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 1981.2!         *    +                       !!          0   .   .          !
 1981.3!             + *                      !!          .   .0  .          !
 1981.4!            *     +                   !!          0   .   .          !
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 1982.2!        *          +                  !!      0   .   .   .          !
 1982.3!             +        *               !!          .   .   .  0       !
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 1983.1!                        *  +          !!          . 0 .   .          !
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 1983.3!               *  +                   !!          . 0 .   .          !
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 1984.1!               *      +               !!         0.   .   .          !
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 1984.3!                   *  +               !!          . 0 .   .          !
 1984.4!                     +                !!          .   0   .          !
 1985.1!              *       +               !!        0 .   .   .          !
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 1985.3!                 *     +              !!         0.   .   .          !
 1985.4!                  *+                  !!          .  0.   .          !
 1986.1!            *       +                 !!        0 .   .   .          !
 1986.2!               +*                     !!          .   .0  .          !
 1986.3!            *      +                  !!          0   .   .          !
 1986.4!                + *                   !!          .   . 0 .          !
 1987.1!            *       +                 !!        0 .   .   .          !
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 1987.3!               * +                    !!          . 0 .   .          !
 1987.4!            *    +                    !!          0   .   .          !
 1988.1!          *    +                      !!          0   .   .          !
 1988.2!              +   *                   !!          .   .  0.          !
 1988.3!             *      +                 !!         0.   .   .          !
 1988.4!               +   *                  !!          .   .  0.          !
 1989.1!                *   +                 !!          . 0 .   .          !
 1989.2!       *          +                   !!      0   .   .   .          !
 1989.3!        *  +                          !!          . 0 .   .          !
 1989.4!           +     *                    !!          .   .   0          !
 1990.1!                  +*                  !!          .   0   .          !
 1990.2!         *          +                 !!      0   .   .   .          !
 1990.3!         *  +                         !!          . 0 .   .          !
 1990.4!          *  +                        !!          . 0 .   .          !
 1991.1!             +       *                !!          .   .   . 0        !
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 1991.3!                   *+                 !!          .  0.   .          !
 1991.4!                   +                  !!          .   0   .          !
 1992.1!                 *  +                 !!          . 0 .   .          !
 1992.2!                 *+                   !!          .  0.   .          !
 1992.3!               *  +                   !!          . 0 .   .          !
 1992.4!                 + *                  !!          .   .0  .          !
 1993.1!                    +*                !!          .   .0  .          !
 1993.2!                      +*              !!          .   .0  .          !
 1993.3!                      * +             !!          .  0.   .          !
 1993.4!                       +    *         !!          .   .  0.          !
 1994.1!                        *  +          !!          . 0 .   .          !
 1994.2!                         + *          !!          .   . 0 .          !
 1994.3!                           +          !!          .   0   .          !
 1994.4!                           +     *    !!          .   .   .0         !
 1995.1!                           *   +      !!          .0  .   .          !
 1995.2!                           +          !!          .   0   .          !
 1995.3!                          *+          !!          .  0.   .          !
 1995.4!                          +  *        !!          .   . 0 .          !
 1996.1!                            +         !!          .   0   .          !
 1996.2!                           *+         !!          .  0.   .          !
 1996.3!                           + *        !!          .   . 0 .          !
 1996.4!                            +   *     !!          .   .  0.          !
 1997.1!                           *   +      !!          . 0 .   .          !
 1997.2!                           +  *       !!          .   . 0 .          !
 1997.3!                              +  *    !!          .   .  0.          !
 1997.4!                                +  *  !!          .   . 0 .          !
 1998.1!                                *+    !!          .   0   .          !
 1998.2!                               + *    !!          .   . 0 .          !
 1998.3!                                +     !!          .   0   .          !
 1998.4!                              +   *   !!          .   . 0 .          !
 1999.1!                               *+     !!          .   0   .          !
 1999.2!                              + *     !!          .   .0  .          !
 1999.3!                               +      !!          .   0   .          !
 1999.4!                              +   *   !!          .   .  0.          !
 2000.1!                                *+    !!          .  0.   .          !
 2000.2!                               + *    !!          .   . 0 .          !
 2000.3!                                +*    !!          .   .0  .          !
 2000.4!                                +*    !!          .   .0  .          !
 2001.1!                                +*    !!          .   .0  .          !
 2001.2!                                +*    !!          .   .0  .          !
 2001.3!                                + *   !!          .   .0  .          !
 2001.4!                                +    *!!          .   .   0          !
 2002.1!                                   +  !!          .   0   .          !
 2002.2!                                 +*   !!          .   0   .          !
 2002.3!                                + *   !!          .   .0  .          !
 2002.4!                                +     *!          .   .   0          !
 2003.1!                                   +  !!          .   0   .          !
 2003.2!                                 +*   !!          .   .0  .          !
 2003.3!                                +  *  !!          .   . 0 .          !
 2003.4!                                 +   *!!          .   .  0.          !
 2004.1!                                  *+  !!          .  0.   .          !
 2004.2!                                + *   !!          .   .0  .          !
 2004.3!                                +*    !!          .   .0  .          !
 2004.4!                                +    *!!          .   .   0          !
 2005.1!                               *  +   !!          . 0 .   .          !
 2005.2!                              +  *    !!          .   . 0 .          !
 2005.3!                               +      !!          .   0   .          !
 2005.4!                              +  *    !!          .   . 0 .          !
 2006.1!                             *  +     !!          . 0 .   .          !
 2006.2!                            +*        !!          .   .0  .          !
 2006.3!                            + *       !!          .   .0  .          !
 2006.4!                             +  *     !!          .   .  0.          !
 2007.1!                               +      !!          .   0   .          !
 2007.2!                             +*       !!          .   .0  .          !
 2007.3!                             + *      !!          .   .0  .          !
 2007.4!                             +    *   !!          .   .  0.          !
 2008.1!                              * +     !!          .  0.   .          !
 2008.2!                             +*       !!          .   .0  .          !
 2008.3!                             +        !!          .   0   .          !
 2008.4!                            +     *   !!          .   .   .0         !
 2009.1!                                +     !!          .   0   .          !
 2009.2!                              + *     !!          .   .0  .          !
 2009.3!                              + *     !!          .   .0  .          !
 2009.4!                              +     * !!          .   .   0          !
 2010.1!                               * +    !!          .  0.   .          !
 2010.2!                              +*      !!          .   .0  .          !
 2010.3!                              +  *    !!          .   . 0 .          !
 2010.4!                               +    * !!          .   .  0.          !
 2011.1!                                *+    !!          .  0.   .          !
 2011.2!                              +  *    !!          .   . 0 .          !
 2011.3!                               +  *   !!          .   . 0 .          !
 2011.4!                                +  *  !!          .   . 0 .          !
 2012.1!                                +     !!          .   0   .          !
 2012.2!                              + *     !!          .   .0  .          !
 2012.3!                              + *     !!          .   .0  .          !
 2012.4!                              +       *!          .   .   .0         !


     24.47 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ  2303 LAANZPD C LANZPD(-1) PNZPD;SMPL 1991.1 2012.4;OLS;EST 2303 PLOT=0;EN
@@EQ 2304 LAASAPD C LASAPD(-1) PSAPD;SMPL 1995.3 2012.4;OLS;EST 2304 PLOT=0;EN
@@EQ 2305 LAAVEPD C LAVEPD(-1) PVEPD;SMPL 2000.3 2012.4;OLS;EST 2305 PLOT=0;EN
@EQ  2306 LAACOPD C LACOPD(-1) PCOPD;SMPL 1983.3 2012.4;OLS;EST 2306 PLOT=0;EN
@@EQ 2307 LAAJOPD C LAJOPD(-1) PJOPD;SMPL 1995.3 2012.4;OLS;EST 2307 PLOT=0;EN
@EQ  2308 LAASYPD C LASYPD(-1) PSYPD;SMPL 1990.1 2012.4;OLS;EST 2308 PLOT=0;EN
@EQ  2309 LAAIDPD C LAIDPD(-1) PIDPD;SMPL 1966.1 2012.4;OLS;EST 2309 PLOT=0;EN
@EQ  2310 LAAMAPD C LAMAPD(-1) PMAPD;SMPL 1967.3 2012.4;OLS;EST 2310 PLOT=0;EN
@EQ  2311 LAAPAPD C LAPAPD(-1) PPAPD;SMPL 1978.3 2012.4;OLS;EST 2311 PLOT=0;EN
@EQ  2312 LAAPHPD C LAPHPD(-1) PPHPD;SMPL 1991.1 2012.4;OLS;EST 2312 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHPD=THPX$Q/PDPMM;                                                     
 GENR LAATHPD=LOG(AATHPD+.00001);                                             
 GENR LATHPD=LOG(ATHPD+.00001);                                               
 LHS AATHPD=EXP(LAATHPD)-.00001;                                              
  EQ 2313 LAATHPD C LATHPD(-1) PTHPD;                                         
EQUATION 1382  LAATHPD  
   RHS     C  LATHPD(-1)  PTHPD  
 SMPL 1982.4 2012.4;                                                          
Sample period is now  1982.4 to  2012.4 Internally:   124 to   244
 OLS;EST 1382 PLOT=0;END;                                                     

Equation number = 1382
**********************

Dependent variable = LAATHPD 

 1982.4 -   2012.4,    0 missing obs.,  121 obs. used.

Mean of dependent variable       -5.768615683

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.578179490       0.666937881  -0.86692     1.000000
14555 LATHPD  ( -1)       0.840008041       0.048708336  17.24567    -5.778206
14553 PTHPD   (  0)      -0.306435250       0.573104871  -0.53469     1.098754

SE of equation            =     0.577001336
Sum of squared residuals  =  39.2858039      -0.359294816E-10
Average absolute error    =     0.372823797
Sum of ABS residuals      =  45.1116794    
R squared                 =   0.71917
Durbin-Watson statistic   =   2.35212
SMPL and No. Obs.         = 1982.4   2012.4    121

Plot of actual(*) and fitted(+) values and residuals(0)


 1982.4*           +                          !!     0     .  .  .           !
 1983.1!  +                    *              !!           .  .  .           0
 1983.2!           *          +               !!      0    .  .  .           !
 1983.3!            +                         !!           .  0  .           !
 1983.4!             +         *              !!           .  .  .   0       !
 1984.1!                    * +               !!           . 0.  .           !
 1984.2!       *            +                 !!     0     .  .  .           !
 1984.3!         +  *                         !!           .  . 0.           !
 1984.4!             +           *            !!           .  .  .    0      !
 1985.1!                      * +             !!           . 0.  .           !
 1985.2!            *         +               !!       0   .  .  .           !
 1985.3!            *+                        !!           . 0.  .           !
 1985.4!           *  +                       !!           .0 .  .           !
 1986.1!             + *                      !!           .  . 0.           !
 1986.2!        *       +                     !!        0  .  .  .           !
 1986.3!*         +                           !!       0   .  .  .           !
 1986.4!   *+                                 !!           . 0.  .           !
 1987.1!      +          *                    !!           .  .  .    0      !
 1987.2!             *    +                   !!          0.  .  .           !
 1987.3!              +   *                   !!           .  . 0.           !
 1987.4!              *   +                   !!           0  .  .           !
 1988.1!               +   *                  !!           .  .  0           !
 1988.2!           *       +                  !!        0  .  .  .           !
 1988.3!            + *                       !!           .  .0 .           !
 1988.4!               +   *                  !!           .  .  0           !
 1989.1!                  +    *              !!           .  .  .0          !
 1989.2!                   *  +               !!           .0 .  .           !
 1989.3!                  *+                  !!           . 0.  .           !
 1989.4!                  +                   !!           .  0  .           !
 1990.1!                  +    *              !!           .  .  0           !
 1990.2!                      +     *         !!           .  .  . 0         !
 1990.3!                           +   *      !!           .  .  0           !
 1990.4!                              +    *  !!           .  .  .0          !
 1991.1!                                 +   *!!           .  .  0           !
 1991.2!                                   +  *!           .  . 0.           !
 1991.3!                                   +  *!           .  . 0.           !
 1991.4!                                   +* !!           .  0  .           !
 1992.1!                                 +    !!           .  0  .           !
 1992.2!                                +    *!!           .  .  .0          !
 1992.3!                                   + *!!           .  .0 .           !
 1992.4!                               *  +   !!           .0 .  .           !
 1993.1!                              +    *  !!           .  .  .0          !
 1993.2!                                + *   !!           .  .0 .           !
 1993.3!                                +    *!!           .  .  .0          !
 1993.4!                                  *+  !!           . 0.  .           !
 1994.1!                                + *   !!           .  . 0.           !
 1994.2!                                +*    !!           .  0  .           !
 1994.3!                               +    * !!           .  .  .0          !
 1994.4!                               *  +   !!           .0 .  .           !
 1995.1!                             +     *  !!           .  .  .0          !
 1995.2!                                 +*   !!           .  .0 .           !
 1995.3!                                +     *!           .  .  .0          !
 1995.4!                               *   +  !!           0  .  .           !
 1996.1!                         *    +       !!           0  .  .           !
 1996.2!                        +             !!           .  0  .           !
 1996.3!                       *+             !!           . 0.  .           !
 1996.4!                  *   +               !!           0  .  .           !
 1997.1!                  + *                 !!           .  .0 .           !
 1997.2!                   *+                 !!           . 0.  .           !
 1997.3!                   +*                 !!           .  .0 .           !
 1997.4!                    +  *              !!           .  . 0.           !
 1998.1!                 *    +               !!           0  .  .           !
 1998.2!              *   +                   !!           0  .  .           !
 1998.3!              *+                      !!           . 0.  .           !
 1998.4!              *+                      !!           . 0.  .           !
 1999.1!               +                      !!           .  0  .           !
 1999.2!             *  +                     !!           .0 .  .           !
 1999.3!              +*                      !!           .  .0 .           !
 1999.4!               *+                     !!           .  0  .           !
 2000.1!                +                     !!           .  0  .           !
 2000.2!               * +                    !!           .0 .  .           !
 2000.3!              *+                      !!           . 0.  .           !
 2000.4!              *+                      !!           . 0.  .           !
 2001.1!               +                      !!           .  0  .           !
 2001.2!             *  +                     !!           .0 .  .           !
 2001.3!               +*                     !!           .  .0 .           !
 2001.4!               * +                    !!           . 0.  .           !
 2002.1!                + *                   !!           .  . 0.           !
 2002.2!            *     +                   !!          0.  .  .           !
 2002.3!              +                       !!           .  0  .           !
 2002.4!               +                      !!           .  0  .           !
 2003.1!               *+                     !!           . 0.  .           !
 2003.2!              * +                     !!           . 0.  .           !
 2003.3!              *+                      !!           . 0.  .           !
 2003.4!               +                      !!           .  0  .           !
 2004.1!                +                     !!           .  0  .           !
 2004.2!             *   +                    !!           0  .  .           !
 2004.3!              *+                      !!           .  0  .           !
 2004.4!               +                      !!           .  0  .           !
 2005.1!               *+                     !!           . 0.  .           !
 2005.2!             *  +                     !!           .0 .  .           !
 2005.3!              *+                      !!           .  0  .           !
 2005.4!                +*                    !!           .  .0 .           !
 2006.1!                 *+                   !!           . 0.  .           !
 2006.2!                *+                    !!           . 0.  .           !
 2006.3!                *+                    !!           . 0.  .           !
 2006.4!                 +*                   !!           .  .0 .           !
 2007.1!                  +*                  !!           .  .0 .           !
 2007.2!                   *+                 !!           .  0  .           !
 2007.3!                    +                 !!           .  0  .           !
 2007.4!                   *+                 !!           . 0.  .           !
 2008.1!                   *+                 !!           . 0.  .           !
 2008.2!                 * +                  !!           . 0.  .           !
 2008.3!                  + *                 !!           .  .0 .           !
 2008.4!                   *+                 !!           . 0.  .           !
 2009.1!                   +                  !!           .  0  .           !
 2009.2!                   +                  !!           .  0  .           !
 2009.3!                   + *                !!           .  .0 .           !
 2009.4!                    *+                !!           .  0  .           !
 2010.1!                    +                 !!           .  0  .           !
 2010.2!                   *+                 !!           . 0.  .           !
 2010.3!                   +                  !!           .  0  .           !
 2010.4!                  *+                  !!           . 0.  .           !
 2011.1!                  + *                 !!           .  .0 .           !
 2011.2!                    +*                !!           .  0  .           !
 2011.3!                    +                 !!           . 0.  .           !
 2011.4!                 *  +                 !!           .0 .  .           !
 2012.1!                 +*                   !!           .  .0 .           !
 2012.2!                  +                   !!           . 0.  .           !
 2012.3!                  +                   !!           .  0  .           !
 2012.4!                  +*                  !!           .  0  .           !


     19.83 percent of the residuals exceed 1 SE
      7.44 percent of the residuals exceed 2 SE
@EQ  2314 LAACHPD C LACHPD(-1) PCHPD;SMPL 1981.3 2012.4;OLS;EST 2314 PLOT=0;EN
@EQ  2315 LAAARPD C LAARPD(-1) PARPD;SMPL 1966.1 2012.4;OLS;EST 2315 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRPD=BRPX$Q/PDPMM;                                                     
 GENR LAABRPD=LOG(AABRPD+.00001);                                             
 GENR LABRPD=LOG(ABRPD+.00001);                                               
 LHS AABRPD=EXP(LAABRPD)-.00001;                                              
  EQ 2316 LAABRPD C LABRPD(-1) PBRPD;                                         
EQUATION 1383  LAABRPD  
   RHS     C  LABRPD(-1)  PBRPD  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1383 PLOT=0;END;                                                     

Equation number = 1383
**********************

Dependent variable = LAABRPD 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.994767853

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.352446166       0.329613813  -1.06927     1.000000
14558 LABRPD  ( -1)       0.913817652       0.033959087  26.90937    -4.964520
14556 PBRPD   (  0)      -0.108628448       0.318516778  -0.34104     0.972630

SE of equation            =     0.509096161
Sum of squared residuals  =  31.8790049       0.683098023E-11
Average absolute error    =     0.366959942
Sum of ABS residuals      =  46.2369527    
R squared                 =   0.85897
Durbin-Watson statistic   =   2.31223
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                                 +  * !!          .   .  0.          !
 1981.4!                                  +   *!          .   .   0          !
 1982.1!                              *     + !!        0 .   .   .          !
 1982.2!                            + *       !!          .   . 0 .          !
 1982.3!                            +*        !!          .   .0  .          !
 1982.4!                            + *       !!          .   . 0 .          !
 1983.1!                           *+         !!          .  0.   .          !
 1983.2!                     *    +           !!         0.   .   .          !
 1983.3!                    +      *          !!          .   .   .  0       !
 1983.4!                          +  *        !!          .   .  0.          !
 1984.1!                            +*        !!          .   .0  .          !
 1984.2!                            +*        !!          .   .0  .          !
 1984.3!                           +  *       !!          .   .  0.          !
 1984.4!                            +   *     !!          .   .  0.          !
 1985.1!                       *      +       !!        0 .   .   .          !
 1985.2!                      +     *         !!          .   .   .0         !
 1985.3!                          + *         !!          .   .0  .          !
 1985.4!                          +    *      !!          .   .   0          !
 1986.1!                             + *      !!          .   . 0 .          !
 1986.2!                              +       !!          .   0   .          !
 1986.3!                            +  *      !!          .   .  0.          !
 1986.4!                              +*      !!          .   . 0 .          !
 1987.1!                              +       !!          .   0   .          !
 1987.2!                             +   *    !!          .   .   .0         !
 1987.3!                                + *   !!          .   . 0 .          !
 1987.4!                                +     !!          .   0   .          !
 1988.1!                               +      !!          .   0   .          !
 1988.2!                              + *     !!          .   . 0 .          !
 1988.3!                              + *     !!          .   . 0 .          !
 1988.4!                              +       !!          .  0.   .          !
 1989.1!                           *+         !!          .  0.   .          !
 1989.2!                         + *          !!          .   . 0 .          !
 1989.3!                          + *         !!          .   . 0 .          !
 1989.4!                           +*         !!          .   .0  .          !
 1990.1!                    *     +           !!        0 .   .   .          !
 1990.2!                   + *                !!          .   . 0 .          !
 1990.3!                  * +                 !!          . 0 .   .          !
 1990.4!               *  +                   !!          .0  .   .          !
 1991.1!              *+                      !!          .   0   .          !
 1991.2!              +*                      !!          .   .0  .          !
 1991.3!             * +                      !!          .  0.   .          !
 1991.4!             +*                       !!          .   .0  .          !
 1992.1!     *        +                       !!      0   .   .   .          !
 1992.2!      +*                              !!          .   .0  .          !
 1992.3!       +                              !!          .  0.   .          !
 1992.4!       + *                            !!          .   .0  .          !
 1993.1!         +   *                        !!          .   .   0          !
 1993.2!             +                        !!          .  0.   .          !
 1993.3!             + *                      !!          .   . 0 .          !
 1993.4!              *+                      !!          .   0   .          !
 1994.1!            * +                       !!          .  0.   .          !
 1994.2!            + *                       !!          .   .0  .          !
 1994.3!             +*                       !!          .   0   .          !
 1994.4!             *+                       !!          .  0.   .          !
 1995.1!         *   +                        !!          .0  .   .          !
 1995.2!          +                           !!          .   0   .          !
 1995.3!          +                           !!          .   0   .          !
 1995.4!         *+                           !!          .  0.   .          !
 1996.1!         +*                           !!          .   .0  .          !
 1996.2!          +        *                  !!          .   .   .   0      !
 1996.3!             *     +                  !!         0.   .   .          !
 1996.4!            *+                        !!          .  0.   .          !
 1997.1!    *       +                         !!       0  .   .   .          !
 1997.2!     +        *                       !!          .   .   .   0      !
 1997.3!            *+                        !!          .  0.   .          !
 1997.4!            +*                        !!          .   .0  .          !
 1998.1!             +*                       !!          .   .0  .          !
 1998.2!           *  +                       !!          . 0 .   .          !
 1998.3!      *    +                          !!         0.   .   .          !
 1998.4!    * +                               !!          . 0 .   .          !
 1999.1!    +                                 !!          .   0   .          !
 1999.2!     +*                               !!          .   .0  .          !
 1999.3!       +      *                       !!          .   .   .  0       !
 1999.4!       *      +                       !!        0 .   .   .          !
 2000.1!        +*                            !!          .   .0  .          !
 2000.2!         +                            !!          .   0   .          !
 2000.3!         +    *                       !!          .   .   .0         !
 2000.4!             *+                       !!          .   0   .          !
 2001.1!             +                        !!          .  0.   .          !
 2001.2!            *+                        !!          .   0   .          !
 2001.3!        *   +                         !!          .0  .   .          !
 2001.4!   *     +                            !!         0.   .   .          !
 2002.1!    +                                 !!          .   0   .          !
 2002.2!    +    *                            !!          .   .   0          !
 2002.3!     *    +                           !!          0   .   .          !
 2002.4! *    +                               !!         0.   .   .          !
 2003.1!  +*                                  !!          .   .0  .          !
 2003.2!    +*                                !!          .   . 0 .          !
 2003.3!*     +                               !!        0 .   .   .          !
 2003.4!*+                                    !!          .  0.   .          !
 2004.1! +               *                    !!          .   .   .          0
 2004.2!            *    +                    !!          0   .   .          !
 2004.3!     *      +                         !!       0  .   .   .          !
 2004.4!   * +                                !!          . 0 .   .          !
 2005.1!    +      *                          !!          .   .   .  0       !
 2005.2!           +                          !!          .   0   .          !
 2005.3!      *    +                          !!         0.   .   .          !
 2005.4!*     +                               !!        0 .   .   .          !
 2006.1!*+                                    !!          .  0.   .          !
 2006.2! +          *                         !!          .   .   .     0    !
 2006.3!    *       +                         !!       0  .   .   .          !
 2006.4!*    +                                !!          0   .   .          !
 2007.1! +*                                   !!          .   .0  .          !
 2007.2!  +                                   !!          .   0   .          !
 2007.3!   + *                                !!          .   .0  .          !
 2007.4!   * +                                !!          . 0 .   .          !
 2008.1!   *+                                 !!          .   0   .          !
 2008.2!   *+                                 !!          .  0.   .          !
 2008.3! *  +                                 !!          . 0 .   .          !
 2008.4!* +                                   !!          . 0 .   .          !
 2009.1* +                                    !!          . 0 .   .          !
 2009.2*+                                     !!          .  0.   .          !
 2009.3!+          *                          !!          .   .   .     0    !
 2009.4!    *      +                          !!        0 .   .   .          !
 2010.1!*    +                                !!          0   .   .          !
 2010.2! +     *                              !!          .   .   . 0        !
 2010.3!     * +                              !!          . 0 .   .          !
 2010.4!    * +                               !!          . 0 .   .          !
 2011.1!*   +                                 !!          0   .   .          !
 2011.2! +      *                             !!          .   .   . 0        !
 2011.3!    *   +                             !!          .0  .   .          !
 2011.4! *  +                                 !!          .0  .   .          !
 2012.1!  +*                                  !!          .   .0  .          !
 2012.2! * +                                  !!          . 0 .   .          !
 2012.3!  + *                                 !!          .   . 0 .          !
 2012.4!    +                                 !!          .   0   .          !


     30.16 percent of the residuals exceed 1 SE
      3.97 percent of the residuals exceed 2 SE
@@EQ 2317 LAACEPD C LACEPD(-1) PCEPD;SMPL 1992.3 2012.4;OLS;EST 2317 PLOT=0;EN
@EQ  2318 LAAMEPD C LAMEPD(-1) PMEPD;SMPL 1984.2 2012.4;OLS;EST 2318 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPEPD=PEPX$Q/PDPMM;                                                     
 GENR LAAPEPD=LOG(AAPEPD+.00001);                                             
 GENR LAPEPD=LOG(APEPD+.00001);                                               
 LHS AAPEPD=EXP(LAAPEPD)-.00001;                                              
  EQ 2319 LAAPEPD C LAPEPD(-1) PPEPD;                                         
EQUATION 1384  LAAPEPD  
   RHS     C  LAPEPD(-1)  PPEPD  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1384 PLOT=0;END;                                                     

Equation number = 1384
**********************

Dependent variable = LAAPEPD 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -8.190926365

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.115885474       0.498257792  -4.24657     1.000000
14561 LAPEPD  ( -1)       0.707875935       0.064232592  11.02051    -8.159931
14559 PPEPD   (  0)      -0.346650100       0.277828399  -1.24771     0.862028

SE of equation            =     0.941836362
Sum of squared residuals  =  109.107855      -0.166098246E-10
Average absolute error    =     0.645148909
Sum of ABS residuals      =  81.2887625    
R squared                 =   0.55434
Durbin-Watson statistic   =   2.60331
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                               +    * !!           .  .  0           !
 1981.4!                                +    *!!           .  .  0           !
 1982.1!                              * +     !!           . 0.  .           !
 1982.2!                            +   *     !!           .  . 0.           !
 1982.3!                             + *      !!           .  .0 .           !
 1982.4!                            +  *      !!           .  . 0.           !
 1983.1!                            +     *   !!           .  .  0           !
 1983.2!                             +     *  !!           .  .  0           !
 1983.3!                              +     * !!           .  .  0           !
 1983.4!                               +  *   !!           .  . 0.           !
 1984.1!                          *   +       !!           .0 .  .           !
 1984.2!                        + *           !!           .  .0 .           !
 1984.3!                        +  *          !!           .  .0 .           !
 1984.4!                         +*           !!           .  .0 .           !
 1985.1!                         +           *!!           .  .  .  0        !
 1985.2!                                +    *!!           .  . 0.           !
 1985.3!                                +    *!!           .  . 0.           !
 1985.4!                                +     *!           .  .  0           !
 1986.1!                               * +    !!           . 0.  .           !
 1986.2!                            + *       !!           .  .0 .           !
 1986.3!                            +  *      !!           .  . 0.           !
 1986.4!                            + *       !!           .  .0 .           !
 1987.1!                            +   *     !!           .  . 0.           !
 1987.2!                             +   *    !!           .  . 0.           !
 1987.3!                              +  *    !!           .  .0 .           !
 1987.4!                             +*       !!           .  .0 .           !
 1988.1!                          * +         !!           . 0.  .           !
 1988.2!                        + *           !!           .  .0 .           !
 1988.3!                         +            !!           .  0  .           !
 1988.4!                       *+             !!           .  0  .           !
 1989.1!                      +        *      !!           .  .  .0          !
 1989.2!                            +  *      !!           .  . 0.           !
 1989.3!                            +   *     !!           .  . 0.           !
 1989.4!                            +   *     !!           .  . 0.           !
 1990.1!                      *      +        !!           0  .  .           !
 1990.2!                      +               !!           .  0  .           !
 1990.3!                     +                !!           .  0  .           !
 1990.4!                    *+                !!           . 0.  .           !
 1991.1!                  +             *     !!           .  .  .   0       !
 1991.2*                             +        !0           .  .  .           !
 1991.3!    *+                                !!           . 0.  .           !
 1991.4!  *      +                            !!          0.  .  .           !
 1992.1!       +           *                  !!           .  .  .  0        !
 1992.2!                  * +                 !!           . 0.  .           !
 1992.3!                  *+                  !!           . 0.  .           !
 1992.4!                   +                  !!           .  0  .           !
 1993.1!                  * +                 !!           . 0.  .           !
 1993.2!                 * +                  !!           . 0.  .           !
 1993.3!                  +                   !!           .  0  .           !
 1993.4!                   *+                 !!           .  0  .           !
 1994.1!                    +    *            !!           .  .  0           !
 1994.2!                        +     *       !!           .  .  0           !
 1994.3!                            +*        !!           .  .0 .           !
 1994.4!                           +          !!           .  0  .           !
 1995.1!                         +            !!           .  0  .           !
 1995.2!                        +     *       !!           .  .  0           !
 1995.3!                         * +          !!           . 0.  .           !
 1995.4!                        + *           !!           .  .0 .           !
 1996.1!                  *     +             !!           0  .  .           !
 1996.2!                   +     *            !!           .  .  0           !
 1996.3!                        +       *     !!           .  .  .0          !
 1996.4!                            *+        !!           .  0  .           !
 1997.1!                  *       +           !!          0.  .  .           !
 1997.2!                   +*                 !!           .  0  .           !
 1997.3!             *      +                 !!           0  .  .           !
 1997.4!                +           *         !!           .  .  .  0        !
 1998.1!                   *      +           !!          0.  .  .           !
 1998.2!               *   +                  !!           .0 .  .           !
 1998.3!                 +      *             !!           .  .  .0          !
 1998.4!                       +    *         !!           .  .  0           !
 1999.1!   *                       +          !!  0        .  .  .           !
 1999.2!         +                 *          !!           .  .  .     0     !
 1999.3!            *            +            !!       0   .  .  .           !
 1999.4!               +            *         !!           .  .  .  0        !
 2000.1!               *          +           !!         0 .  .  .           !
 2000.2!                *+                    !!           . 0.  .           !
 2000.3!                  +                   !!           .  0  .           !
 2000.4!                   +    *             !!           .  .  0           !
 2001.1!                     * +              !!           . 0.  .           !
 2001.2!                     +*               !!           .  0  .           !
 2001.3!                *     +               !!           0  .  .           !
 2001.4!                  +   *               !!           .  . 0.           !
 2002.1!                    * +               !!           . 0.  .           !
 2002.2!               *     +                !!           0  .  .           !
 2002.3!             *   +                    !!           .0 .  .           !
 2002.4!             *  +                     !!           .0 .  .           !
 2003.1!          *    +                      !!           0  .  .           !
 2003.2!       *      +                       !!           0  .  .           !
 2003.3!        *  +                          !!           .0 .  .           !
 2003.4!            +*                        !!           .  0  .           !
 2004.1!            *   +                     !!           .0 .  .           !
 2004.2!           *   +                      !!           .0 .  .           !
 2004.3!              +*                      !!           .  0  .           !
 2004.4!            *    +                    !!           .0 .  .           !
 2005.1!           *   +                      !!           .0 .  .           !
 2005.2!           *  +                       !!           . 0.  .           !
 2005.3!             *+                       !!           .  0  .           !
 2005.4!               +         *            !!           .  .  . 0         !
 2006.1!           *           +              !!        0  .  .  .           !
 2006.2!          * +                         !!           . 0.  .           !
 2006.3!           +                          !!           .  0  .           !
 2006.4!          * +                         !!           . 0.  .           !
 2007.1!            +*                        !!           .  0  .           !
 2007.2!          *   +                       !!           .0 .  .           !
 2007.3!          *+                          !!           . 0.  .           !
 2007.4!          * +                         !!           . 0.  .           !
 2008.1!          * +                         !!           . 0.  .           !
 2008.2!          * +                         !!           . 0.  .           !
 2008.3!            +                         !!           .  0  .           !
 2008.4!              + *                     !!           .  .0 .           !
 2009.1!              *  +                    !!           .0 .  .           !
 2009.2!               + *                    !!           .  .0 .           !
 2009.3!            *    +                    !!           .0 .  .           !
 2009.4!           *  +                       !!           . 0.  .           !
 2010.1!            +                         !!           .  0  .           !
 2010.2!         *   +                        !!           .0 .  .           !
 2010.3!           +                          !!           .  0  .           !
 2010.4!          * +                         !!           . 0.  .           !
 2011.1!           +                          !!           .  0  .           !
 2011.2!          * +                         !!           . 0.  .           !
 2011.3!         * +                          !!           . 0.  .           !
 2011.4!          +         *                 !!           .  .  . 0         !
 2012.1!          *        +                  !!          0.  .  .           !
 2012.2!         *  +                         !!           . 0.  .           !
 2012.3!          +  *                        !!           .  .0 .           !
 2012.4!          *   +                       !!           .0 .  .           !


     18.25 percent of the residuals exceed 1 SE
      4.76 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTUPD=TUPX$/PDPMM;                                                      
 GENR LAATUPD=LOG(AATUPD+.00001);                                             
 GENR LATUPD=LOG(ATUPD+.00001);                                               
 LHS AATUPD=EXP(LAATUPD)-.00001;                                              
  EQ 2320 LAATUPD C LATUPD(-1) PTUPD;                                         
EQUATION 1385  LAATUPD  
   RHS     C  LATUPD(-1)  PTUPD  
 SMPL 1973.2 2012.4;                                                          
Sample period is now  1973.2 to  2012.4 Internally:    86 to   244
 OLS;EST 1385 PLOT=0;END;                                                     

Equation number = 1385
**********************

Dependent variable = LAATUPD 

 1973.2 -   2012.4,    0 missing obs.,  159 obs. used.

Mean of dependent variable       -5.099009854

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.048522079       0.424094229  -2.47238     1.000000
14564 LATUPD  ( -1)       0.621161839       0.062883459   9.87798    -5.105301
14562 PTUPD   (  0)      -0.779486394       0.365841705  -2.13067     1.128012

SE of equation            =     0.532470859
Sum of squared residuals  =  44.2299337      -0.156683555E-10
Average absolute error    =     0.350148256
Sum of ABS residuals      =  55.6735727    
R squared                 =   0.46331
Durbin-Watson statistic   =   2.24584
SMPL and No. Obs.         = 1973.2   2012.4    159

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.2!             *       +                !!         0.   .   .          !
 1973.3!    *             +                   !!    0     .   .   .          !
 1973.4!   *        +                         !!        0 .   .   .          !
 1974.1!           +         *                !!          .   .   .  0       !
 1974.2! *                     +              !0          .   .   .          !
 1974.3!*         +                           !!       0  .   .   .          !
 1974.4!       *+                             !!          .  0.   .          !
 1975.1!             +*                       !!          .   0   .          !
 1975.2*                  +                   !! 0        .   .   .          !
 1975.3!        +  *                          !!          .   . 0 .          !
 1975.4!         *      +                     !!          0   .   .          !
 1976.1!              +      *                !!          .   .   0          !
 1976.2!          *          +                !!      0   .   .   .          !
 1976.3!     *         +                      !!       0  .   .   .          !
 1976.4!          *+                          !!          .  0.   .          !
 1977.1!             * +                      !!          .  0.   .          !
 1977.2!           *     +                    !!          0   .   .          !
 1977.3!*               +                     !!   0      .   .   .          !
 1977.4!         +           *                !!          .   .   .   0      !
 1978.1!                  *   +               !!          .0  .   .          !
 1978.2!                    +      *          !!          .   .   0          !
 1978.3!                   *      +           !!         0.   .   .          !
 1978.4!                      +      *        !!          .   .   .0         !
 1979.1!           *               +          !!   0      .   .   .          !
 1979.2!                +        *            !!          .   .   . 0        !
 1979.3!                         +*           !!          .   0   .          !
 1979.4!                        * +           !!          .  0.   .          !
 1980.1!                         +   *        !!          .   .  0.          !
 1980.2!                            +  *      !!          .   . 0 .          !
 1980.3!                             +     *  !!          .   .   0          !
 1980.4!                               +   *  !!          .   .  0.          !
 1981.1!                         *     +      !!          0   .   .          !
 1981.2!                     *  +             !!          .0  .   .          !
 1981.3!            *        +                !!        0 .   .   .          !
 1981.4!                +          *          !!          .   .   .   0      !
 1982.1!                         + *          !!          .   .0  .          !
 1982.2!          *             +             !!    0     .   .   .          !
 1982.3!              +                       !!          .   0   .          !
 1982.4!                +                     *!          .   .   .          0
 1983.1!                               + *    !!          .   .0  .          !
 1983.2!                            +     *   !!          .   .   .0         !
 1983.3!            *               +         !!   0      .   .   .          !
 1983.4!              +    *                  !!          .   .  0.          !
 1984.1!                  +     *             !!          .   .   0          !
 1984.2!                 *    +               !!          0   .   .          !
 1984.3!              *  +                    !!          . 0 .   .          !
 1984.4!         *     +                      !!          0   .   .          !
 1985.1!           +           *              !!          .   .   .    0     !
 1985.2!                    +  *              !!          .   . 0 .          !
 1985.3!                     +  *             !!          .   .  0.          !
 1985.4!                      +  *            !!          .   . 0 .          !
 1986.1!                        +  *          !!          .   . 0 .          !
 1986.2!                         +            !!          .   0   .          !
 1986.3!                        +*            !!          .   .0  .          !
 1986.4!                        +  *          !!          .   . 0 .          !
 1987.1!                       *  +           !!          . 0 .   .          !
 1987.2!                *      +              !!         0.   .   .          !
 1987.3!                  *+                  !!          .  0.   .          !
 1987.4!                    +   *             !!          .   .  0.          !
 1988.1!                      *  +            !!          . 0 .   .          !
 1988.2!                       +        *     !!          .   .   . 0        !
 1988.3!                            +         !!          .   0   .          !
 1988.4!                          +       *   !!          .   .   . 0        !
 1989.1!                           *  +       !!          . 0 .   .          !
 1989.2!                         +            !!          .   0   .          !
 1989.3!                        +*            !!          .   .0  .          !
 1989.4!                        +      *      !!          .   .   0          !
 1990.1!                       *    +         !!          .0  .   .          !
 1990.2!                        +     *       !!          .   .   0          !
 1990.3!                         *  +         !!          . 0 .   .          !
 1990.4!                          +       *   !!          .   .   . 0        !
 1991.1!                              *+      !!          .   0   .          !
 1991.2!                       *    +         !!          .0  .   .          !
 1991.3!                      *+              !!          .  0.   .          !
 1991.4!                       +     *        !!          .   .   0          !
 1992.1!                           +  *       !!          .   . 0 .          !
 1992.2!                            +         !!          .   0   .          !
 1992.3!                           +     *    !!          .   .   0          !
 1992.4!                             *+       !!          .   0   .          !
 1993.1!                           +  *       !!          .   . 0 .          !
 1993.2!                            +*        !!          .   .0  .          !
 1993.3!                           +   *      !!          .   .  0.          !
 1993.4!                            +    *    !!          .   .   0          !
 1994.1!                            *+        !!          .  0.   .          !
 1994.2!                          +  *        !!          .   . 0 .          !
 1994.3!                            +     *   !!          .   .   .0         !
 1994.4!                               +      !!          .   0   .          !
 1995.1!                         *   +        !!          .0  .   .          !
 1995.2!                         + *          !!          .   .0  .          !
 1995.3!                           +    *     !!          .   .   0          !
 1995.4!                              +       !!          .   0   .          !
 1996.1!                        *   +         !!          .0  .   .          !
 1996.2!                        +*            !!          .   .0  .          !
 1996.3!                          +  *        !!          .   . 0 .          !
 1996.4!                          * +         !!          .  0.   .          !
 1997.1!                      *  +            !!          . 0 .   .          !
 1997.2!                      *+              !!          .  0.   .          !
 1997.3!                       + *            !!          .   .0  .          !
 1997.4!                        + *           !!          .   .0  .          !
 1998.1!                       * +            !!          .  0.   .          !
 1998.2!                       +              !!          .   0   .          !
 1998.3!                       +   *          !!          .   .  0.          !
 1998.4!                         * +          !!          .  0.   .          !
 1999.1!                       * +            !!          .  0.   .          !
 1999.2!                      *+              !!          .  0.   .          !
 1999.3!                     * +              !!          . 0 .   .          !
 1999.4!                     *+               !!          .  0.   .          !
 2000.1!                 *   +                !!          .0  .   .          !
 2000.2!                 * +                  !!          .  0.   .          !
 2000.3!                 * +                  !!          .  0.   .          !
 2000.4!                   +                  !!          .   0   .          !
 2001.1!                   *+                 !!          .  0.   .          !
 2001.2!                   *+                 !!          .  0.   .          !
 2001.3!                    +*                !!          .   .0  .          !
 2001.4!                     +  *             !!          .   . 0 .          !
 2002.1!                       +*             !!          .   .0  .          !
 2002.2!                       +*             !!          .   .0  .          !
 2002.3!                        +*            !!          .   .0  .          !
 2002.4!                        +*            !!          .   .0  .          !
 2003.1!                         + *          !!          .   .0  .          !
 2003.2!                          +*          !!          .   0   .          !
 2003.3!                          +*          !!          .   .0  .          !
 2003.4!                           +*         !!          .   .0  .          !
 2004.1!                            +*        !!          .   .0  .          !
 2004.2!                            +*        !!          .   .0  .          !
 2004.3!                            +*        !!          .   .0  .          !
 2004.4!                             +*       !!          .   .0  .          !
 2005.1!                             +*       !!          .   .0  .          !
 2005.2!                             +        !!          .   0   .          !
 2005.3!                            +         !!          .   0   .          !
 2005.4!                            +*        !!          .   .0  .          !
 2006.1!                            +         !!          .   0   .          !
 2006.2!                           +*         !!          .   .0  .          !
 2006.3!                            +*        !!          .   .0  .          !
 2006.4!                            +*        !!          .   .0  .          !
 2007.1!                            +*        !!          .   .0  .          !
 2007.2!                             +*       !!          .   .0  .          !
 2007.3!                            *+        !!          .  0.   .          !
 2007.4!                            + *       !!          .   .0  .          !
 2008.1!                             +*       !!          .   .0  .          !
 2008.2!                             *+       !!          .  0.   .          !
 2008.3!                            *+        !!          .  0.   .          !
 2008.4!                          *+          !!          .  0.   .          !
 2009.1!                          +  *        !!          .   . 0 .          !
 2009.2!                            +         !!          .   0   .          !
 2009.3!                            + *       !!          .   . 0 .          !
 2009.4!                              +       !!          .   .0  .          !
 2010.1!                             +        !!          .   0   .          !
 2010.2!                            +         !!          .   0   .          !
 2010.3!                           +*         !!          .   .0  .          !
 2010.4!                            + *       !!          .   .0  .          !
 2011.1!                            *+        !!          .   0   .          !
 2011.2!                            +         !!          .   0   .          !
 2011.3!                            +         !!          .   0   .          !
 2011.4!                           + *        !!          .   .0  .          !
 2012.1!                            +*        !!          .   .0  .          !
 2012.2!                            +*        !!          .   .0  .          !
 2012.3!                            + *       !!          .   .0  .          !
 2012.4!                            + *       !!          .   .0  .          !


     23.27 percent of the residuals exceed 1 SE
      6.92 percent of the residuals exceed 2 SE
@@EQ 2321 LAARUPD C LARUPD(-1) PRUPD;SMPL 1992.3 2012.4;OLS;EST 2321 PLOT=0;EN
@@EQ 2322 LAAUEPD C LAUEPD(-1) PUEPD;SMPL 1992.3 2012.4;OLS;EST 2322 PLOT=0;EN
@EQ  2323 LAAEGPD C LAEGPD(-1) PEGPD;SMPL 1981.3 2012.4;OLS;EST 2323 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PISPD=ISPX$/PDPMM;                                                      
 GENR LAAISPD=LOG(AAISPD+.00001);                                             
 GENR LAISPD=LOG(AISPD+.00001);                                               
 LHS AAISPD=EXP(LAAISPD)-.00001;                                              
  EQ 2324 LAAISPD C LAISPD(-1) PISPD;                                         
EQUATION 1386  LAAISPD  
   RHS     C  LAISPD(-1)  PISPD  
 SMPL 1989.3 2012.4;                                                          
Sample period is now  1989.3 to  2012.4 Internally:   151 to   244
 OLS;EST 1386 PLOT=0;END;                                                     

Equation number = 1386
**********************

Dependent variable = LAAISPD 

 1989.3 -   2012.4,    0 missing obs.,   94 obs. used.

Mean of dependent variable       -6.310515084

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.758898578       0.726732472  -2.42028     1.000000
14567 LAISPD  ( -1)       0.563550629       0.082683558   6.81575    -6.299926
14565 PISPD   (  0)      -0.949921061       0.461878564  -2.05665     1.054076

SE of equation            =     0.310586460
Sum of squared residuals  =  8.77821935       0.569189140E-10
Average absolute error    =     0.227925022
Sum of ABS residuals      =  21.4249520    
R squared                 =   0.35331
Durbin-Watson statistic   =   2.20903
SMPL and No. Obs.         = 1989.3   2012.4     94

Plot of actual(*) and fitted(+) values and residuals(0)


 1989.3!              *           +           !!      0   .   .   .          !
 1989.4!               +               *      !!          .   .   .     0    !
 1990.1*                      +               !0          .   .   .          !
 1990.2!   +                                  !!          .   0   .          !
 1990.3! *        +                           !!        0 .   .   .          !
 1990.4!          +       *                   !!          .   .   .0         !
 1991.1!                   +        *         !!          .   .   . 0        !
 1991.2!                  *   +               !!          .0  .   .          !
 1991.3!           *     +                    !!          0   .   .          !
 1991.4!             +                        !!          .   0   .          !
 1992.1!              +*                      !!          .   0   .          !
 1992.2!              * +                     !!          . 0 .   .          !
 1992.3!            *    +                    !!          .0  .   .          !
 1992.4!              +                       !!          .   0   .          !
 1993.1!               +  *                   !!          .   . 0 .          !
 1993.2!                  +   *               !!          .   .  0.          !
 1993.3!                  *+                  !!          .  0.   .          !
 1993.4!                 +   *                !!          .   .  0.          !
 1994.1!                  + *                 !!          .   .0  .          !
 1994.2!                   +                  !!          .   0   .          !
 1994.3!                 * +                  !!          .  0.   .          !
 1994.4!                  +  *                !!          .   . 0 .          !
 1995.1!                    +*                !!          .   0   .          !
 1995.2!                      +    *          !!          .   .   0          !
 1995.3!                         +            !!          .   0   .          !
 1995.4!                       + *            !!          .   .0  .          !
 1996.1!                     *  +             !!          . 0 .   .          !
 1996.2!                     +       *        !!          .   .   .0         !
 1996.3!                       *  +           !!          . 0 .   .          !
 1996.4!            *         +               !!       0  .   .   .          !
 1997.1!               +    *                 !!          .   .  0.          !
 1997.2!                   +  *               !!          .   .0  .          !
 1997.3!                   *+                 !!          .   0   .          !
 1997.4!                   +     *            !!          .   .   0          !
 1998.1!                     + *              !!          .   .0  .          !
 1998.2!                     +    *           !!          .   .  0.          !
 1998.3!                       +   *          !!          .   .  0.          !
 1998.4!                        +             *!          .   .   .    0     !
 1999.1!                              +  *    !!          .   . 0 .          !
 1999.2!                          +       *   !!          .   .   .0         !
 1999.3!                          +    *      !!          .   .  0.          !
 1999.4!                        +        *    !!          .   .   . 0        !
 2000.1!                          + *         !!          .   . 0 .          !
 2000.2!                      +         *     !!          .   .   . 0        !
 2000.3!                       +              !!          .   0   .          !
 2000.4!                  +          *        !!          .   .   .  0       !
 2001.1!                       + *            !!          .   .0  .          !
 2001.2!                    +      *          !!          .   .   .0         !
 2001.3!              *       +               !!         0.   .   .          !
 2001.4!              +             *         !!          .   .   .    0     !
 2002.1!                   * +                !!          . 0 .   .          !
 2002.2!                 + *                  !!          .   .0  .          !
 2002.3!               *  +                   !!          .  0.   .          !
 2002.4!                + *                   !!          .   .0  .          !
 2003.1!                  +*                  !!          .   .0  .          !
 2003.2!                    +*                !!          .   0   .          !
 2003.3!              *     +                 !!          0   .   .          !
 2003.4!             *   +                    !!          . 0 .   .          !
 2004.1!                 +       *            !!          .   .   .0         !
 2004.2!                *       +             !!         0.   .   .          !
 2004.3!            *     +                   !!          0   .   .          !
 2004.4!                 +                    !!          .   0   .          !
 2005.1!                   +     *            !!          .   .   0          !
 2005.2!                      *+              !!          .   0   .          !
 2005.3!        *            +                !!      0   .   .   .          !
 2005.4!          *  +                        !!          . 0 .   .          !
 2006.1!             +    *                   !!          .   .  0.          !
 2006.2!                  +*                  !!          .   .0  .          !
 2006.3!          *         +                 !!       0  .   .   .          !
 2006.4!           *   +                      !!          . 0 .   .          !
 2007.1!               +*                     !!          .   .0  .          !
 2007.2!                  +*                  !!          .   .0  .          !
 2007.3!                  * +                 !!          .  0.   .          !
 2007.4!           *       +                  !!        0 .   .   .          !
 2008.1!           *  +                       !!          . 0 .   .          !
 2008.2!              +    *                  !!          .   .  0.          !
 2008.3!              *    +                  !!          .0  .   .          !
 2008.4!            *  +                      !!          . 0 .   .          !
 2009.1!              + *                     !!          .   .0  .          !
 2009.2!                 + *                  !!          .   . 0 .          !
 2009.3!      *           +                   !!      0   .   .   .          !
 2009.4!           +                          !!          .  0.   .          !
 2010.1!           * +                        !!          . 0 .   .          !
 2010.2!            + *                       !!          .   .0  .          !
 2010.3!       *       +                      !!         0.   .   .          !
 2010.4!            +*                        !!          .   .0  .          !
 2011.1!        *     +                       !!          0   .   .          !
 2011.2!          * +                         !!          .  0.   .          !
 2011.3!        *    +                        !!          .0  .   .          !
 2011.4!             +*                       !!          .   .0  .          !
 2012.1!         *     +                      !!          0   .   .          !
 2012.2!          *+                          !!          .   0   .          !
 2012.3!         * +                          !!          .  0.   .          !
 2012.4!          +   *                       !!          .   . 0 .          !


     25.53 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@@EQ 2325 LAAKEPD C LAKEPD(-1) PKEPD;SMPL 1991.3 2012.4;OLS;EST 2325 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBAPD=BAPX$/PDPMM;                                                      
 GENR LAABAPD=LOG(AABAPD+.00001);                                             
 GENR LABAPD=LOG(ABAPD+.00001);                                               
 LHS AABAPD=EXP(LAABAPD)-.00001;                                              
  EQ 2326 LAABAPD C LABAPD(-1) PBAPD;                                         
EQUATION 1387  LAABAPD  
   RHS     C  LABAPD(-1)  PBAPD  
 SMPL 1988.1 2012.4;                                                          
Sample period is now  1988.1 to  2012.4 Internally:   145 to   244
 OLS;EST 1387 PLOT=0;END;                                                     

Equation number = 1387
**********************

Dependent variable = LAABAPD 

 1988.1 -   2012.4,    0 missing obs.,  100 obs. used.

Mean of dependent variable       -8.038164394

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.161708399       0.734075815  -1.58255     1.000000
14570 LABAPD  ( -1)       0.808591940       0.062366129  12.96524    -8.040513
14568 PBAPD   (  0)      -0.323910868       0.399743185  -0.81030     1.157608

SE of equation            =     0.467679375
Sum of squared residuals  =  21.2162278      -0.147197809E-10
Average absolute error    =     0.329412920
Sum of ABS residuals      =  32.9412920    
R squared                 =   0.63604
Durbin-Watson statistic   =   2.34614
SMPL and No. Obs.         = 1988.1   2012.4    100

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.1!                               +     *!!           .  .  0           !
 1988.2!                            *   +     !!           .0 .  .           !
 1988.3!                         +  *         !!           .  . 0.           !
 1988.4!                         +          * !!           .  .  .  0        !
 1989.1!                                +   * !!           .  . 0.           !
 1989.2!                              *+      !!           .  0  .           !
 1989.3!                           +          !!           .  0  .           !
 1989.4!            *           +             !!       0   .  .  .           !
 1990.1!            +                 *       !!           .  .  .      0    !
 1990.2!*                          +          !0           .  .  .           !
 1990.3!   +       *                          !!           .  .  .0          !
 1990.4!            +            *            !!           .  .  .   0       !
 1991.1!               *        +             !!         0 .  .  .           !
 1991.2!             *+                       !!           . 0.  .           !
 1991.3!           * +                        !!           . 0.  .           !
 1991.4!            +      *                  !!           .  .  .0          !
 1992.1!                   +                  !!           .  0  .           !
 1992.2!                  + *                 !!           .  .0 .           !
 1992.3!       *            +                 !!       0   .  .  .           !
 1992.4!         +        *                   !!           .  .  . 0         !
 1993.1!                 +         *          !!           .  .  .  0        !
 1993.2!                         + *          !!           .  .0 .           !
 1993.3!                         +   *        !!           .  . 0.           !
 1993.4!                          +    *      !!           .  .  0           !
 1994.1!                            + *       !!           .  .0 .           !
 1994.2!               *           +          !!        0  .  .  .           !
 1994.3!      *         +                     !!         0 .  .  .           !
 1994.4!        +    *                        !!           .  .  0           !
 1995.1!              +  *                    !!           .  . 0.           !
 1995.2!                 +*                   !!           .  0  .           !
 1995.3!                  + *                 !!           .  .0 .           !
 1995.4!                    +      *          !!           .  .  .0          !
 1996.1!                         + *          !!           .  .0 .           !
 1996.2!               *         +            !!         0 .  .  .           !
 1996.3!                +                     !!           .  0  .           !
 1996.4!                +   *                 !!           .  . 0.           !
 1997.1!                   *+                 !!           . 0.  .           !
 1997.2!                 *+                   !!           . 0.  .           !
 1997.3!                + *                   !!           .  .0 .           !
 1997.4!                  +     *             !!           .  .  0           !
 1998.1!                      +  *            !!           .  . 0.           !
 1998.2!               *       +              !!         0 .  .  .           !
 1998.3!             * +                      !!           .0 .  .           !
 1998.4!             + *                      !!           .  .0 .           !
 1999.1!                +                     !!           .  0  .           !
 1999.2!              * +                     !!           . 0.  .           !
 1999.3!          *   +                       !!           .0 .  .           !
 1999.4!         * +                          !!           . 0.  .           !
 2000.1!          +  *                        !!           .  . 0.           !
 2000.2!         *   +                        !!           0  .  .           !
 2000.3!    *     +                           !!           0  .  .           !
 2000.4!   *  +                               !!           . 0.  .           !
 2001.1!     + *                              !!           .  .0 .           !
 2001.2!      * +                             !!           . 0.  .           !
 2001.3!  *    +                              !!           0  .  .           !
 2001.4!    +                                 !!           .  0  .           !
 2002.1!     *+                               !!           .  0  .           !
 2002.2*       +                              !!          0.  .  .           !
 2002.3! *+                                   !!           .  0  .           !
 2002.4!    + *                               !!           .  .0 .           !
 2003.1!  *     +                             !!           0  .  .           !
 2003.2!  *  +                                !!           .0 .  .           !
 2003.3!  *  +                                !!           . 0.  .           !
 2003.4!    *+                                !!           . 0.  .           !
 2004.1!       +*                             !!           .  .0 .           !
 2004.2!     *    +                           !!           0  .  .           !
 2004.3!       *+                             !!           .  0  .           !
 2004.4!      *  +                            !!           .0 .  .           !
 2005.1!         +*                           !!           .  .0 .           !
 2005.2!          * +                         !!           . 0.  .           !
 2005.3!       *   +                          !!           .0 .  .           !
 2005.4!        *+                            !!           . 0.  .           !
 2006.1!          +    *                      !!           .  .  0           !
 2006.2!            *   +                     !!           0  .  .           !
 2006.3!             +  *                     !!           .  .0 .           !
 2006.4!           *    +                     !!           0  .  .           !
 2007.1!            *+                        !!           .  0  .           !
 2007.2!             *+                       !!           .  0  .           !
 2007.3!             *+                       !!           . 0.  .           !
 2007.4!           *   +                      !!           .0 .  .           !
 2008.1!             +  *                     !!           .  . 0.           !
 2008.2!            *    +                    !!           0  .  .           !
 2008.3!             + *                      !!           .  .0 .           !
 2008.4!              * +                     !!           . 0.  .           !
 2009.1!               +       *              !!           .  .  . 0         !
 2009.2!                     *+               !!           . 0.  .           !
 2009.3!                    + *               !!           .  .0 .           !
 2009.4!                *    +                !!           0  .  .           !
 2010.1!                +                     !!           .  0  .           !
 2010.2!                 +                    !!           .  0  .           !
 2010.3!                 +*                   !!           .  0  .           !
 2010.4!                 *+                   !!           . 0.  .           !
 2011.1!                 +   *                !!           .  . 0.           !
 2011.2!                     +         *      !!           .  .  . 0         !
 2011.3!                             +       *!!           .  .  .0          !
 2011.4!                                 +*   !!           .  .0 .           !
 2012.1!                               +   *  !!           .  . 0.           !
 2012.2!                               +    * !!           .  . 0.           !
 2012.3!                                +     *!           .  .  0           !
 2012.4!                                  +   *!           .  . 0.           !


     21.00 percent of the residuals exceed 1 SE
      5.00 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKPD=HKPX$/PDPMM;                                                      
 GENR LAAHKPD=LOG(AAHKPD+.00001);                                             
 GENR LAHKPD=LOG(AHKPD+.00001);                                               
 LHS AAHKPD=EXP(LAAHKPD)-.00001;                                              
  EQ 2327 LAAHKPD C LAHKPD(-1) PHKPD;                                         
EQUATION 1388  LAAHKPD  
   RHS     C  LAHKPD(-1)  PHKPD  
 SMPL 1976.1 2012.4;                                                          
Sample period is now  1976.1 to  2012.4 Internally:    97 to   244
 OLS;EST 1388 PLOT=0;END;                                                     

Equation number = 1388
**********************

Dependent variable = LAAHKPD 

 1976.1 -   2012.4,    0 missing obs.,  148 obs. used.

Mean of dependent variable       -5.570077756

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.470234974       0.169660511  -2.77162     1.000000
14573 LAHKPD  ( -1)       0.896488267       0.032061354  27.96165    -5.585888
14571 PHKPD   (  0)      -0.071281052       0.108065866  -0.65961     1.292901

SE of equation            =     0.260442984
Sum of squared residuals  =  9.83542947       0.763833441E-12
Average absolute error    =     0.179123327
Sum of ABS residuals      =  26.5102524    
R squared                 =   0.87553
Durbin-Watson statistic   =   2.32388
SMPL and No. Obs.         = 1976.1   2012.4    148

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.1!*+                                    !!           .0 .  .           !
 1976.2*  +                                   !!           0  .  .           !
 1976.3! +        *                           !!           .  .  .     0     !
 1976.4!           +                          !!           . 0.  .           !
 1977.1!            +*                        !!           .  . 0.           !
 1977.2!*             +                       !0           .  .  .           !
 1977.3!* +                                   !!           .0 .  .           !
 1977.4! *+                                   !!           .0 .  .           !
 1978.1!   +     *                            !!           .  .  .  0        !
 1978.2!       *  +                           !!           0  .  .           !
 1978.3*         +                            !!    0      .  .  .           !
 1978.4*  +                                   !!           .0 .  .           !
 1979.1!  +     *                             !!           .  .  .  0        !
 1979.2!          + *                         !!           .  . 0.           !
 1979.3!             +  *                     !!           .  .  0           !
 1979.4!                +                     !!           . 0.  .           !
 1980.1!               * +                    !!           . 0.  .           !
 1980.2!                +  *                  !!           .  .  0           !
 1980.3!                 *  +                 !!           0  .  .           !
 1980.4!                * +                   !!           .0 .  .           !
 1981.1!               * +                    !!           .0 .  .           !
 1981.2!                +   *                 !!           .  .  .0          !
 1981.3!               *    +                 !!        0  .  .  .           !
 1981.4!             *  +                     !!           0  .  .           !
 1982.1!        *     +                       !!        0  .  .  .           !
 1982.2!         +     *                      !!           .  .  .  0        !
 1982.3!             *  +                     !!           .0 .  .           !
 1982.4!              +     *                 !!           .  .  .  0        !
 1983.1!                   *+                 !!           .0 .  .           !
 1983.2!                   +  *               !!           .  .  0           !
 1983.3!                      +*              !!           .  .0 .           !
 1983.4!                       +              !!           .  0  .           !
 1984.1!                  *    +              !!         0 .  .  .           !
 1984.2!                   +                  !!           .  0  .           !
 1984.3!                   +      *           !!           .  .  .   0       !
 1984.4!                       *  +           !!           .0 .  .           !
 1985.1!                       +  *           !!           .  . 0.           !
 1985.2!                         +            !!           .  0  .           !
 1985.3!                        *+            !!           . 0.  .           !
 1985.4!                        +*            !!           .  .0 .           !
 1986.1!                         +            !!           .  .0 .           !
 1986.2!                         +*           !!           .  0  .           !
 1986.3!                         +   *        !!           .  .  .0          !
 1986.4!                             +  *     !!           .  .  0           !
 1987.1!                           *   +      !!         0 .  .  .           !
 1987.2!                          *+          !!           .  0  .           !
 1987.3!                          +  *        !!           .  .  0           !
 1987.4!                            *+        !!           .  0  .           !
 1988.1!                           *+         !!           . 0.  .           !
 1988.2!                          *+          !!           . 0.  .           !
 1988.3!                          +     *     !!           .  .  .  0        !
 1988.4!                               +*     !!           .  .0 .           !
 1989.1!                               +*     !!           .  .0 .           !
 1989.2!                               +      !!           .  0  .           !
 1989.3!                               +*     !!           .  .0 .           !
 1989.4!                               +      *!           .  .  .   0       !
 1990.1!                                  *  +!!           0  .  .           !
 1990.2!                                 + *  !!           .  . 0.           !
 1990.3!                               *  +   !!           .0 .  .           !
 1990.4!                               +    * !!           .  .  . 0         !
 1991.1!                                   +  !!           .  .0 .           !
 1991.2!                                  +*  !!           .  .0 .           !
 1991.3!                                 *+   !!           . 0.  .           !
 1991.4!                                +*    !!           .  0  .           !
 1992.1!                           *    +     !!         0 .  .  .           !
 1992.2!                           + *        !!           .  . 0.           !
 1992.3!                             +        !!           .  0  .           !
 1992.4!                             +    *   !!           .  .  . 0         !
 1993.1!                              *  +    !!           0  .  .           !
 1993.2!                              + *     !!           .  .  0           !
 1993.3!                             * +      !!           .0 .  .           !
 1993.4!                             + *      !!           .  . 0.           !
 1994.1!                             *+       !!           . 0.  .           !
 1994.2!                             +*       !!           .  . 0.           !
 1994.3!                              +       !!           .  0  .           !
 1994.4!                             + *      !!           .  . 0.           !
 1995.1!                              +       !!           . 0.  .           !
 1995.2!                             +        !!           .  0  .           !
 1995.3!                             +  *     !!           .  .  0           !
 1995.4!                                + *   !!           .  . 0.           !
 1996.1!                                *+    !!           . 0.  .           !
 1996.2!                               + *    !!           .  . 0.           !
 1996.3!                                +     !!           .  0  .           !
 1996.4!                               +      !!           .  0  .           !
 1997.1!                             * +      !!           . 0.  .           !
 1997.2!                             +        !!           .  0  .           !
 1997.3!                             +*       !!           .  .0 .           !
 1997.4!                             +        !!           .  0  .           !
 1998.1!                            *+        !!           . 0.  .           !
 1998.2!                            +         !!           .  .0 .           !
 1998.3!                            +         !!           .  0  .           !
 1998.4!                            +         !!           .  0  .           !
 1999.1!                          * +         !!           . 0.  .           !
 1999.2!                         *+           !!           .0 .  .           !
 1999.3!                         + *          !!           .  . 0.           !
 1999.4!                          *+          !!           . 0.  .           !
 2000.1!                         *+           !!           . 0.  .           !
 2000.2!                         +            !!           . 0.  .           !
 2000.3!                         +*           !!           .  . 0.           !
 2000.4!                        * +           !!           .0 .  .           !
 2001.1!                       * +            !!           .0 .  .           !
 2001.2!                      *+              !!           .0 .  .           !
 2001.3!                      +  *            !!           .  .  0           !
 2001.4!                        *+            !!           . 0.  .           !
 2002.1!                      * +             !!           .0 .  .           !
 2002.2!                      *+              !!           . 0.  .           !
 2002.3!                       +  *           !!           .  .  0           !
 2002.4!                         *+           !!           . 0.  .           !
 2003.1!                         +            !!           . 0.  .           !
 2003.2!                        *+            !!           . 0.  .           !
 2003.3!                        +*            !!           .  .0 .           !
 2003.4!                        *+            !!           . 0.  .           !
 2004.1!                        *+            !!           .  0  .           !
 2004.2!                       * +            !!           . 0.  .           !
 2004.3!                        + *           !!           .  . 0.           !
 2004.4!                         *+           !!           .0 .  .           !
 2005.1!                         +            !!           .  0  .           !
 2005.2!                        *+            !!           .0 .  .           !
 2005.3!                        + *           !!           .  . 0.           !
 2005.4!                         * +          !!           .0 .  .           !
 2006.1!                        *+            !!           . 0.  .           !
 2006.2!                       * +            !!           .0 .  .           !
 2006.3!                       +   *          !!           .  .  .0          !
 2006.4!                          *+          !!           . 0.  .           !
 2007.1!                         *+           !!           .  0  .           !
 2007.2!                        * +           !!           . 0.  .           !
 2007.3!                         + *          !!           .  . 0.           !
 2007.4!                          *+          !!           . 0.  .           !
 2008.1!                          +           !!           . 0.  .           !
 2008.2!                          +           !!           . 0.  .           !
 2008.3!                          +           !!           .  .0 .           !
 2008.4!                          *+          !!           . 0.  .           !
 2009.1!                          +           !!           .  0  .           !
 2009.2!                        * +           !!           0  .  .           !
 2009.3!                        +             !!           .  0  .           !
 2009.4!                         +            !!           .  0  .           !
 2010.1!                         +*           !!           .  0  .           !
 2010.2!                          +           !!           .  0  .           !
 2010.3!                          +*          !!           .  .0 .           !
 2010.4!                         * +          !!           .0 .  .           !
 2011.1!                        *+            !!           .0 .  .           !
 2011.2!                        +             !!           .  0  .           !
 2011.3!                        + *           !!           .  . 0.           !
 2011.4!                         *+           !!           . 0.  .           !
 2012.1!                       * +            !!           .0 .  .           !
 2012.2!                        +*            !!           .  . 0.           !
 2012.3!                          +           !!           .  .0 .           !
 2012.4!                         *+           !!           .0 .  .           !


     18.92 percent of the residuals exceed 1 SE
      5.41 percent of the residuals exceed 2 SE
@EQ  2328 LAASIPD C LASIPD(-1) PSIPD;SMPL 1968.3 2012.4;OLS;EST 2328 PLOT=0;EN
@EQ  2329 LAAVIPD C LAVIPD(-1) PVIPD;SMPL 1981.3 2012.4;OLS;EST 2329 PLOT=0;EN
@@EQ 2330 LAANIPD C LANIPD(-1) PNIPD;SMPL 2004.3 2012.4;OLS;EST 2330 PLOT=0;EN
@@EQ 2331 LAAALPD C LAALPD(-1) PALPD;SMPL 2008.1 2012.4;OLS;EST 2331 PLOT=0;EN
@@EQ 2332 LAAIAPD C LAIAPD(-1) PIAPD;SMPL 1988.1 2012.4;OLS;EST 2332 PLOT=0;EN
@@EQ 2333 LAAINPD C LAINPD(-1) PINPD;SMPL 2000.3 2012.4;OLS;EST 2333 PLOT=0;EN
@@EQ 2334 LAAIQPD C LAIQPD(-1) PIQPD;SMPL 2009.4 2012.4;OLS;EST 2334 PLOT=0;EN
@@EQ 2335 LAAKUPD C LAKUPD(-1) PKUPD;SMPL 1992.3 2012.4;OLS;EST 2335 PLOT=0;EN
@@EQ 2336 LAALIPD C LALIPD(-1) PLIPD;SMPL 2012.3 2012.4;OLS;EST 2336 PLOT=0;EN
@@EQ 2337 LAAUAPD C LAUAPD(-1) PUAPD;SMPL 1989.4 2012.4;OLS;EST 2337 PLOT=0;EN
@@EQ 2338 LAAUSRU C LAUSRU(-1) PUSRU;SMPL 1992.4 2012.4;OLS;EST 2338 PLOT=0;EN
@@EQ 2339 LAACARU C LACARU(-1) PCARU;SMPL 1993.4 2012.4;OLS;EST 2339 PLOT=0;EN
@@EQ 2340 LAAJARU C LAJARU(-1) PJARU;SMPL 1992.4 2012.4;OLS;EST 2340 PLOT=0;EN
@@EQ 2341 LAAAURU C LAAURU(-1) PAURU;SMPL 1993.4 2012.4;OLS;EST 2341 PLOT=0;EN
@@EQ 2342 LAAFRRU C LAFRRU(-1) PFRRU;SMPL 1993.2 2012.4;OLS;EST 2342 PLOT=0;EN
@@EQ 2343 LAAGERU C LAGERU(-1) PGERU;SMPL 1993.1 2012.4;OLS;EST 2343 PLOT=0;EN
@@EQ 2344 LAAITRU C LAITRU(-1) PITRU;SMPL 1993.1 2012.4;OLS;EST 2344 PLOT=0;EN
@@EQ 2345 LAANERU C LANERU(-1) PNERU;SMPL 1993.1 2012.4;OLS;EST 2345 PLOT=0;EN
@@EQ 2346 LAASTRU C LASTRU(-1) PSTRU;SMPL 1992.4 2012.4;OLS;EST 2346 PLOT=0;EN
@@EQ 2347 LAAUKRU C LAUKRU(-1) PUKRU;SMPL 1993.3 2012.4;OLS;EST 2347 PLOT=0;EN
@@EQ 2348 LAAFIRU C LAFIRU(-1) PFIRU;SMPL 1992.4 2012.4;OLS;EST 2348 PLOT=0;EN
@@EQ 2349 LAAASRU C LAASRU(-1) PASRU;SMPL 1993.2 2012.4;OLS;EST 2349 PLOT=0;EN
@@EQ 2350 LAASORU C LASORU(-1) PSORU;SMPL 1998.3 2012.4;OLS;EST 2350 PLOT=0;EN
@@EQ 2351 LAAKORU C LAKORU(-1) PKORU;SMPL 1992.4 2012.4;OLS;EST 2351 PLOT=0;EN
@@EQ 2352 LAABERU C LABERU(-1) PBERU;SMPL 1993.3 2012.4;OLS;EST 2352 PLOT=0;EN
@@EQ 2353 LAADERU C LADERU(-1) PDERU;SMPL 1992.4 2012.4;OLS;EST 2353 PLOT=0;EN
@@EQ 2354 LAANORU C LANORU(-1) PNORU;SMPL 1993.3 2012.4;OLS;EST 2354 PLOT=0;EN
@@EQ 2355 LAASWRU C LASWRU(-1) PSWRU;SMPL 1992.4 2012.4;OLS;EST 2355 PLOT=0;EN
@@EQ 2356 LAAGRRU C LAGRRU(-1) PGRRU;SMPL 1993.1 2012.4;OLS;EST 2356 PLOT=0;EN
@@EQ 2357 LAAIRRU C LAIRRU(-1) PIRRU;SMPL 1993.2 2012.4;OLS;EST 2357 PLOT=0;EN
@@EQ 2358 LAAPORU C LAPORU(-1) PPORU;SMPL 1998.4 2012.4;OLS;EST 2358 PLOT=0;EN
@@EQ 2359 LAASPRU C LASPRU(-1) PSPRU;SMPL 1993.1 2012.4;OLS;EST 2359 PLOT=0;EN
@@EQ 2360 LAANZRU C LANZRU(-1) PNZRU;SMPL 1993.1 2012.4;OLS;EST 2360 PLOT=0;EN
@@EQ 2361 LAASARU C LASARU(-1) PSARU;SMPL 1993.3 2012.4;OLS;EST 2361 PLOT=0;EN
@@EQ 2362 LAAVERU C LAVERU(-1) PVERU;SMPL 2000.3 2012.4;OLS;EST 2362 PLOT=0;EN
@@EQ 2363 LAACORU C LACORU(-1) PCORU;SMPL 1992.4 2012.4;OLS;EST 2363 PLOT=0;EN
@@EQ 2364 LAAJORU C LAJORU(-1) PJORU;SMPL 2001.3 2012.4;OLS;EST 2364 PLOT=0;EN
@@EQ 2365 LAASYRU C LASYRU(-1) PSYRU;SMPL 1995.3 2012.4;OLS;EST 2365 PLOT=0;EN
@@EQ 2366 LAAIDRU C LAIDRU(-1) PIDRU;SMPL 1992.4 2012.4;OLS;EST 2366 PLOT=0;EN
@@EQ 2367 LAAMARU C LAMARU(-1) PMARU;SMPL 1993.4 2012.4;OLS;EST 2367 PLOT=0;EN
@@EQ 2368 LAAPARU C LAPARU(-1) PPARU;SMPL 1992.4 2012.4;OLS;EST 2368 PLOT=0;EN
@@EQ 2369 LAAPHRU C LAPHRU(-1) PPHRU;SMPL 2003.3 2012.4;OLS;EST 2369 PLOT=0;EN
@@EQ 2370 LAATHRU C LATHRU(-1) PTHRU;SMPL 1998.4 2012.4;OLS;EST 2370 PLOT=0;EN
@@EQ 2371 LAACHRU C LACHRU(-1) PCHRU;SMPL 1992.4 2012.4;OLS;EST 2371 PLOT=0;EN
@@EQ 2372 LAAARRU C LAARRU(-1) PARRU;SMPL 1993.3 2012.4;OLS;EST 2372 PLOT=0;EN
@@EQ 2373 LAABRRU C LABRRU(-1) PBRRU;SMPL 1992.4 2012.4;OLS;EST 2373 PLOT=0;EN
@@EQ 2374 LAACERU C LACERU(-1) PCERU;SMPL 1996.3 2012.4;OLS;EST 2374 PLOT=0;EN
@@EQ 2375 LAAMERU C LAMERU(-1) PMERU;SMPL 1999.3 2012.4;OLS;EST 2375 PLOT=0;EN
@@EQ 2376 LAAPERU C LAPERU(-1) PPERU;SMPL 1998.3 2012.4;OLS;EST 2376 PLOT=0;EN
@@EQ 2377 LAATURU C LATURU(-1) PTURU;SMPL 1996.1 2012.4;OLS;EST 2377 PLOT=0;EN
@@EQ 2378 LAAPDRU C LAPDRU(-1) PPDRU;SMPL 1992.4 2012.4;OLS;EST 2378 PLOT=0;EN
@@EQ 2379 LAAUERU C LAUERU(-1) PUERU;SMPL 1994.3 2012.4;OLS;EST 2379 PLOT=0;EN
@@EQ 2380 LAAEGRU C LAEGRU(-1) PEGRU;SMPL 1992.4 2012.4;OLS;EST 2380 PLOT=0;EN
@@EQ 2381 LAAISRU C LAISRU(-1) PISRU;SMPL 1992.4 2012.4;OLS;EST 2381 PLOT=0;EN
@@EQ 2382 LAAKERU C LAKERU(-1) PKERU;SMPL 1994.3 2012.4;OLS;EST 2382 PLOT=0;EN
@@EQ 2383 LAABARU C LABARU(-1) PBARU;SMPL 1993.3 2012.4;OLS;EST 2383 PLOT=0;EN
@@EQ 2384 LAAHKRU C LAHKRU(-1) PHKRU;SMPL 1994.2 2012.4;OLS;EST 2384 PLOT=0;EN
@@EQ 2385 LAASIRU C LASIRU(-1) PSIRU;SMPL 1994.3 2012.4;OLS;EST 2385 PLOT=0;EN
@@EQ 2386 LAAVIRU C LAVIRU(-1) PVIRU;SMPL 1992.4 2012.4;OLS;EST 2386 PLOT=0;EN
@@EQ 2387 LAANIRU C LANIRU(-1) PNIRU;SMPL 2004.3 2012.4;OLS;EST 2387 PLOT=0;EN
@@EQ 2388 LAAALRU C LAALRU(-1) PALRU;SMPL 1992.4 2012.4;OLS;EST 2388 PLOT=0;EN
@@EQ 2389 LAAIARU C LAIARU(-1) PIARU;SMPL 1997.4 2012.4;OLS;EST 2389 PLOT=0;EN
@@EQ 2390 LAAINRU C LAINRU(-1) PINRU;SMPL 1992.4 2012.4;OLS;EST 2390 PLOT=0;EN
@@EQ 2391 LAAIQRU C LAIQRU(-1) PIQRU;SMPL 2013.1 2012.4;OLS;EST 2391 PLOT=0;EN
@@EQ 2392 LAAKURU C LAKURU(-1) PKURU;SMPL 2011.4 2012.4;OLS;EST 2392 PLOT=0;EN
@@EQ 2393 LAALIRU C LALIRU(-1) PLIRU;SMPL 2013.1 2012.4;OLS;EST 2393 PLOT=0;EN
@@EQ 2394 LAAUARU C LAUARU(-1) PUARU;SMPL 1993.3 2012.4;OLS;EST 2394 PLOT=0;EN
@@EQ 2395 LAAUSUE C LAUSUE(-1) PUSUE;SMPL 1992.4 2012.4;OLS;EST 2395 PLOT=0;EN
@@EQ 2396 LAACAUE C LACAUE(-1) PCAUE;SMPL 1993.4 2012.4;OLS;EST 2396 PLOT=0;EN
@@EQ 2397 LAAJAUE C LAJAUE(-1) PJAUE;SMPL 1992.4 2012.4;OLS;EST 2397 PLOT=0;EN
@@EQ 2398 LAAAUUE C LAAUUE(-1) PAUUE;SMPL 1992.4 2012.4;OLS;EST 2398 PLOT=0;EN
@@EQ 2399 LAAFRUE C LAFRUE(-1) PFRUE;SMPL 1993.2 2012.4;OLS;EST 2399 PLOT=0;EN
@@EQ 2400 LAAGEUE C LAGEUE(-1) PGEUE;SMPL 1993.1 2012.4;OLS;EST 2400 PLOT=0;EN
@@EQ 2401 LAAITUE C LAITUE(-1) PITUE;SMPL 1993.1 2012.4;OLS;EST 2401 PLOT=0;EN
@@EQ 2402 LAANEUE C LANEUE(-1) PNEUE;SMPL 1993.1 2012.4;OLS;EST 2402 PLOT=0;EN
@@EQ 2403 LAASTUE C LASTUE(-1) PSTUE;SMPL 1992.4 2012.4;OLS;EST 2403 PLOT=0;EN
@@EQ 2404 LAAUKUE C LAUKUE(-1) PUKUE;SMPL 1993.3 2012.4;OLS;EST 2404 PLOT=0;EN
@@EQ 2405 LAAFIUE C LAFIUE(-1) PFIUE;SMPL 1992.4 2012.4;OLS;EST 2405 PLOT=0;EN
@@EQ 2406 LAAASUE C LAASUE(-1) PASUE;SMPL 1993.2 2012.4;OLS;EST 2406 PLOT=0;EN
@@EQ 2407 LAASOUE C LASOUE(-1) PSOUE;SMPL 1998.3 2012.4;OLS;EST 2407 PLOT=0;EN
@@EQ 2408 LAAKOUE C LAKOUE(-1) PKOUE;SMPL 1992.4 2012.4;OLS;EST 2408 PLOT=0;EN
@@EQ 2409 LAABEUE C LABEUE(-1) PBEUE;SMPL 1993.3 2012.4;OLS;EST 2409 PLOT=0;EN
@@EQ 2410 LAADEUE C LADEUE(-1) PDEUE;SMPL 1992.4 2012.4;OLS;EST 2410 PLOT=0;EN
@@EQ 2411 LAANOUE C LANOUE(-1) PNOUE;SMPL 1992.4 2012.4;OLS;EST 2411 PLOT=0;EN
@@EQ 2412 LAASWUE C LASWUE(-1) PSWUE;SMPL 1992.4 2012.4;OLS;EST 2412 PLOT=0;EN
@@EQ 2413 LAAGRUE C LAGRUE(-1) PGRUE;SMPL 1993.2 2012.4;OLS;EST 2413 PLOT=0;EN
@@EQ 2414 LAAIRUE C LAIRUE(-1) PIRUE;SMPL 1993.2 2012.4;OLS;EST 2414 PLOT=0;EN
@@EQ 2415 LAAPOUE C LAPOUE(-1) PPOUE;SMPL 1998.4 2012.4;OLS;EST 2415 PLOT=0;EN
@@EQ 2416 LAASPUE C LASPUE(-1) PSPUE;SMPL 1993.1 2012.4;OLS;EST 2416 PLOT=0;EN
@@EQ 2417 LAANZUE C LANZUE(-1) PNZUE;SMPL 1995.2 2012.4;OLS;EST 2417 PLOT=0;EN
@@EQ 2418 LAASAUE C LASAUE(-1) PSAUE;SMPL 1998.3 2012.4;OLS;EST 2418 PLOT=0;EN
@@EQ 2419 LAAVEUE C LAVEUE(-1) PVEUE;SMPL 2012.3 2012.4;OLS;EST 2419 PLOT=0;EN
@@EQ 2420 LAACOUE C LACOUE(-1) PCOUE;SMPL 1993.3 2012.4;OLS;EST 2420 PLOT=0;EN
@@EQ 2421 LAAJOUE C LAJOUE(-1) PJOUE;SMPL 1992.4 2012.4;OLS;EST 2421 PLOT=0;EN
@@EQ 2422 LAASYUE C LASYUE(-1) PSYUE;SMPL 1998.3 2012.4;OLS;EST 2422 PLOT=0;EN
@@EQ 2423 LAAIDUE C LAIDUE(-1) PIDUE;SMPL 1993.4 2012.4;OLS;EST 2423 PLOT=0;EN
@@EQ 2424 LAAMAUE C LAMAUE(-1) PMAUE;SMPL 1993.4 2012.4;OLS;EST 2424 PLOT=0;EN
@@EQ 2425 LAAPAUE C LAPAUE(-1) PPAUE;SMPL 1993.2 2012.4;OLS;EST 2425 PLOT=0;EN
@@EQ 2426 LAAPHUE C LAPHUE(-1) PPHUE;SMPL 1999.4 2012.4;OLS;EST 2426 PLOT=0;EN
@@EQ 2427 LAATHUE C LATHUE(-1) PTHUE;SMPL 1995.2 2012.4;OLS;EST 2427 PLOT=0;EN
@@EQ 2428 LAACHUE C LACHUE(-1) PCHUE;SMPL 1992.4 2012.4;OLS;EST 2428 PLOT=0;EN
@@EQ 2429 LAAARUE C LAARUE(-1) PARUE;SMPL 1994.3 2012.4;OLS;EST 2429 PLOT=0;EN
@@EQ 2430 LAABRUE C LABRUE(-1) PBRUE;SMPL 1992.4 2012.4;OLS;EST 2430 PLOT=0;EN
@@EQ 2431 LAACEUE C LACEUE(-1) PCEUE;SMPL 2002.4 2012.4;OLS;EST 2431 PLOT=0;EN
@@EQ 2432 LAAMEUE C LAMEUE(-1) PMEUE;SMPL 1999.3 2012.4;OLS;EST 2432 PLOT=0;EN
@@EQ 2433 LAAPEUE C LAPEUE(-1) PPEUE;SMPL 2002.1 2012.4;OLS;EST 2433 PLOT=0;EN
@@EQ 2434 LAATUUE C LATUUE(-1) PTUUE;SMPL 1996.1 2012.4;OLS;EST 2434 PLOT=0;EN
@@EQ 2435 LAAPDUE C LAPDUE(-1) PPDUE;SMPL 1992.4 2012.4;OLS;EST 2435 PLOT=0;EN
@@EQ 2436 LAARUUE C LARUUE(-1) PRUUE;SMPL 1994.3 2012.4;OLS;EST 2436 PLOT=0;EN
@@EQ 2437 LAAEGUE C LAEGUE(-1) PEGUE;SMPL 1992.4 2012.4;OLS;EST 2437 PLOT=0;EN
@@EQ 2438 LAAISUE C LAISUE(-1) PISUE;SMPL 1992.4 2012.4;OLS;EST 2438 PLOT=0;EN
@@EQ 2439 LAAKEUE C LAKEUE(-1) PKEUE;SMPL 2001.3 2012.4;OLS;EST 2439 PLOT=0;EN
@@EQ 2440 LAABAUE C LABAUE(-1) PBAUE;SMPL 2003.1 2012.4;OLS;EST 2440 PLOT=0;EN
@@EQ 2441 LAAHKUE C LAHKUE(-1) PHKUE;SMPL 1993.3 2012.4;OLS;EST 2441 PLOT=0;EN
@@EQ 2442 LAASIUE C LASIUE(-1) PSIUE;SMPL 1994.3 2012.4;OLS;EST 2442 PLOT=0;EN
@@EQ 2443 LAAVIUE C LAVIUE(-1) PVIUE;SMPL 1992.4 2012.4;OLS;EST 2443 PLOT=0;EN
@@EQ 2444 LAANIUE C LANIUE(-1) PNIUE;SMPL 2004.3 2012.4;OLS;EST 2444 PLOT=0;EN
@@EQ 2445 LAAALUE C LAALUE(-1) PALUE;SMPL 2003.3 2012.4;OLS;EST 2445 PLOT=0;EN
@@EQ 2446 LAAIAUE C LAIAUE(-1) PIAUE;SMPL 1997.4 2012.4;OLS;EST 2446 PLOT=0;EN
@@EQ 2447 LAAINUE C LAINUE(-1) PINUE;SMPL 2000.3 2012.4;OLS;EST 2447 PLOT=0;EN
@@EQ 2448 LAAIQUE C LAIQUE(-1) PIQUE;SMPL 2010.2 2012.4;OLS;EST 2448 PLOT=0;EN
@@EQ 2449 LAAKUUE C LAKUUE(-1) PKUUE;SMPL 2010.1 2012.4;OLS;EST 2449 PLOT=0;EN
@@EQ 2450 LAALIUE C LALIUE(-1) PLIUE;SMPL 2012.2 2012.4;OLS;EST 2450 PLOT=0;EN
@@EQ 2451 LAAUAUE C LAUAUE(-1) PUAUE;SMPL 1997.3 2012.4;OLS;EST 2451 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSEG=USPX$/EGPMM;                                                      
 GENR LAAUSEG=LOG(AAUSEG+.00001);                                             
 GENR LAUSEG=LOG(AUSEG+.00001);                                               
 LHS AAUSEG=EXP(LAAUSEG)-.00001;                                              
  EQ 2452 LAAUSEG C LAUSEG(-1) PUSEG;                                         
EQUATION 1389  LAAUSEG  
   RHS     C  LAUSEG(-1)  PUSEG  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1389 PLOT=0;END;                                                     

Equation number = 1389
**********************

Dependent variable = LAAUSEG 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -1.864655668

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.577006816       0.155092156  -3.72041     1.000000
14576 LAUSEG  ( -1)       0.639896312       0.059887714  10.68493    -1.863732
14574 PUSEG   (  0)      -0.078608297       0.125708236  -0.62532     1.209208

SE of equation            =     0.289004000
Sum of squared residuals  =  15.4518128       0.598898708E-11
Average absolute error    =     0.212395370
Sum of ABS residuals      =  39.9303297    
R squared                 =   0.42398
Durbin-Watson statistic   =   2.50583
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                  +          *        !!          .   .   .   0      !
 1966.2!                           +    *     !!          .   .  0.          !
 1966.3!                             +   *    !!          .   .  0.          !
 1966.4!                             *+       !!          .  0.   .          !
 1967.1!                         * +          !!          . 0 .   .          !
 1967.2!                    *   +             !!          .0  .   .          !
 1967.3!                *    +                !!          0   .   .          !
 1967.4*                  +                   !0          .   .   .          !
 1968.1!        +   *                         !!          .   .  0.          !
 1968.2!                +*                    !!          .   0   .          !
 1968.3!          *        +                  !!       0  .   .   .          !
 1968.4!               +   *                  !!          .   .  0.          !
 1969.1!           *         +                !!      0   .   .   .          !
 1969.2!                +      *              !!          .   .   . 0        !
 1969.3!                    *   +             !!          .0  .   .          !
 1969.4!                *    +                !!         0.   .   .          !
 1970.1!                   +    *             !!          .   .   0          !
 1970.2!               *        +             !!      0   .   .   .          !
 1970.3!                * +                   !!          . 0 .   .          !
 1970.4!           *       +                  !!       0  .   .   .          !
 1971.1!                +*                    !!          .   .0  .          !
 1971.2!*                   +                 !0          .   .   .          !
 1971.3!         +        *                   !!          .   .   . 0        !
 1971.4!          *         +                 !!      0   .   .   .          !
 1972.1!                +   *                 !!          .   .  0.          !
 1972.2!               *      +               !!        0 .   .   .          !
 1972.3!                   +    *             !!          .   .   0          !
 1972.4!             *           +            !!     0    .   .   .          !
 1973.1!                  +        *          !!          .   .   .  0       !
 1973.2!                          +   *       !!          .   .  0.          !
 1973.3!                            +  *      !!          .   . 0 .          !
 1973.4!           *                 +        !!0         .   .   .          !
 1974.1!               +             *        !!          .   .   .      0   !
 1974.2!                           +          !!          .   0   .          !
 1974.3!                    *     +           !!          0   .   .          !
 1974.4!                      +    *          !!          .   .   0          !
 1975.1!                          + *         !!          .   .0  .          !
 1975.2!                           +*         !!          .   .0  .          !
 1975.3!                           +*         !!          .   0   .          !
 1975.4!                       *   +          !!          .0  .   .          !
 1976.1!                        +*            !!          .   .0  .          !
 1976.2!                         +  *         !!          .   . 0 .          !
 1976.3!                           +   *      !!          .   .  0.          !
 1976.4!                            *+        !!          .  0.   .          !
 1977.1!                           +  *       !!          .   . 0 .          !
 1977.2!                            +  *      !!          .   . 0 .          !
 1977.3!                             +    *   !!          .   .   0          !
 1977.4!                          *    +      !!          0   .   .          !
 1978.1!                          +*          !!          .   .0  .          !
 1978.2!                           +   *      !!          .   .  0.          !
 1978.3!                             +    *   !!          .   .  0.          !
 1978.4!                            *  +      !!          . 0 .   .          !
 1979.1!                           +  *       !!          .   . 0 .          !
 1979.2!                             +*       !!          .   .0  .          !
 1979.3!                            *+        !!          .  0.   .          !
 1979.4!                           +   *      !!          .   .  0.          !
 1980.1!                             +   *    !!          .   .  0.          !
 1980.2!                              + *     !!          .   .0  .          !
 1980.3!                              +  *    !!          .   . 0 .          !
 1980.4!                           *  +       !!          .0  .   .          !
 1981.1!                           + *        !!          .   . 0 .          !
 1981.2!                            + *       !!          .   . 0 .          !
 1981.3!                             +        !!          .   .0  .          !
 1981.4!                          * +         !!          . 0 .   .          !
 1982.1!                          +   *       !!          .   .   0          !
 1982.2!                             +   *    !!          .   .   0          !
 1982.3!                               +*     !!          .   .0  .          !
 1982.4!                              +       !!          .   0   .          !
 1983.1!                            +  *      !!          .   . 0 .          !
 1983.2!                             +        !!          .   0   .          !
 1983.3!                            +      *  !!          .   .   . 0        !
 1983.4!                         *      +     !!         0.   .   .          !
 1984.1!                         +  *         !!          .   . 0 .          !
 1984.2!                       *   +          !!          .0  .   .          !
 1984.3!                        +         *   !!          .   .   .   0      !
 1984.4!                         *    +       !!          0   .   .          !
 1985.1!                         +   *        !!          .   .  0.          !
 1985.2!                           *+         !!          .  0.   .          !
 1985.3!                         *+           !!          .  0.   .          !
 1985.4!                         + *          !!          .   . 0 .          !
 1986.1!                          +*          !!          .   .0  .          !
 1986.2!                          *+          !!          .   0   .          !
 1986.3!                          +   *       !!          .   .  0.          !
 1986.4!                            +  *      !!          .   . 0 .          !
 1987.1!                             +  *     !!          .   . 0 .          !
 1987.2!                              +     * !!          .   .   .0         !
 1987.3!                                +*    !!          .   0   .          !
 1987.4!                          *   +       !!          .0  .   .          !
 1988.1!                          +  *        !!          .   . 0 .          !
 1988.2!                            +    *    !!          .   .   0          !
 1988.3!                              +     * !!          .   .   0          !
 1988.4!                              * +     !!          . 0 .   .          !
 1989.1!                            +    *    !!          .   .   0          !
 1989.2!                               +*     !!          .   .0  .          !
 1989.3!                             +        *!          .   .   .  0       !
 1989.4!                              *   +   !!          . 0 .   .          !
 1990.1!                             +*       !!          .   .0  .          !
 1990.2!                          * +         !!          .  0.   .          !
 1990.3!                          +   *       !!          .   .  0.          !
 1990.4!                            +         !!          .   0   .          !
 1991.1!                           +   *      !!          .   .  0.          !
 1991.2!                             +        !!          .   0   .          !
 1991.3!                            +  *      !!          .   .  0.          !
 1991.4!                             +        !!          .   0   .          !
 1992.1!                            +      *  !!          .   .   . 0        !
 1992.2!                                +  *  !!          .   . 0 .          !
 1992.3!                                + *   !!          .   . 0 .          !
 1992.4!                               +      !!          .   0   .          !
 1993.1!                             +  *     !!          .   .  0.          !
 1993.2!                              +  *    !!          .   . 0 .          !
 1993.3!                              +*      !!          .   .0  .          !
 1993.4!                          *  +        !!          . 0 .   .          !
 1994.1!                          +     *     !!          .   .   0          !
 1994.2!                              +*      !!          .   .0  .          !
 1994.3!                             +*       !!          .   .0  .          !
 1994.4!                             +*       !!          .   .0  .          !
 1995.1!                             +*       !!          .   .0  .          !
 1995.2!                            +         !!          .   0   .          !
 1995.3!                           +    *     !!          .   .   0          !
 1995.4!                           *  +       !!          . 0 .   .          !
 1996.1!                          + *         !!          .   .0  .          !
 1996.2!                          *+          !!          .  0.   .          !
 1996.3!                          +      *    !!          .   .   .0         !
 1996.4!                         *    +       !!          0   .   .          !
 1997.1!                         +    *       !!          .   .  0.          !
 1997.2!                            +         !!          .  0.   .          !
 1997.3!                           +     *    !!          .   .   .0         !
 1997.4!                      *        +      !!       0  .   .   .          !
 1998.1!                       + *            !!          .   .0  .          !
 1998.2!                       * +            !!          . 0 .   .          !
 1998.3!                        +*            !!          .   .0  .          !
 1998.4!                      *  +            !!          . 0 .   .          !
 1999.1!                       +              !!          .   0   .          !
 1999.2!                        +*            !!          .   .0  .          !
 1999.3!                       * +            !!          . 0 .   .          !
 1999.4!                      * +             !!          . 0 .   .          !
 2000.1!                       +    *         !!          .   .   0          !
 2000.2!                           +          !!          .   0   .          !
 2000.3!                          +           !!          .   0   .          !
 2000.4!                       *  +           !!          . 0 .   .          !
 2001.1!                        +   *         !!          .   .  0.          !
 2001.2!                          *+          !!          .  0.   .          !
 2001.3!                          +  *        !!          .   . 0 .          !
 2001.4!                           + *        !!          .   .0  .          !
 2002.1!                           +  *       !!          .   . 0 .          !
 2002.2!                          * +         !!          . 0 .   .          !
 2002.3!                          +*          !!          .   .0  .          !
 2002.4!                  *       +           !!        0 .   .   .          !
 2003.1!                     + *              !!          .   . 0 .          !
 2003.2!                        +             !!          .   0   .          !
 2003.3!                        +    *        !!          .   .  0.          !
 2003.4!                      *     +         !!         0.   .   .          !
 2004.1!                       +  *           !!          .   . 0 .          !
 2004.2!                       *  +           !!          . 0 .   .          !
 2004.3!                        +             !!          .   0   .          !
 2004.4!                    *    +            !!          0   .   .          !
 2005.1!                      +               !!          .   0   .          !
 2005.2!                      *+              !!          .  0.   .          !
 2005.3!                     * +              !!          . 0 .   .          !
 2005.4!                   *   +              !!          .0  .   .          !
 2006.1!                     *+               !!          .  0.   .          !
 2006.2!                       +  *           !!          .   . 0 .          !
 2006.3!                        * +           !!          .  0.   .          !
 2006.4!                     *   +            !!          .0  .   .          !
 2007.1!                       +              !!          .   .0  .          !
 2007.2!                       *+             !!          .  0.   .          !
 2007.3!                        + *           !!          .   .0  .          !
 2007.4!                      *   +           !!          .0  .   .          !
 2008.1!                       +              !!          .   0   .          !
 2008.2!                      * +             !!          . 0 .   .          !
 2008.3!                        +             !!          .   0   .          !
 2008.4!              *          +            !!      0   .   .   .          !
 2009.1!                  +  *                !!          .   . 0 .          !
 2009.2!                  *    +              !!          .0  .   .          !
 2009.3!                     + *              !!          .   . 0 .          !
 2009.4!                *       +             !!       0  .   .   .          !
 2010.1!                   +  *               !!          .   . 0 .          !
 2010.2!                   *   +              !!          .0  .   .          !
 2010.3!                      +*              !!          .   .0  .          !
 2010.4!                      * +             !!          .  0.   .          !
 2011.1!                       +*             !!          .   0   .          !
 2011.2!                       * +            !!          . 0 .   .          !
 2011.3!                 *      +             !!         0.   .   .          !
 2011.4!          *         +                 !!      0   .   .   .          !
 2012.1!               *+                     !!          .   0   .          !
 2012.2!                *  +                  !!          .0  .   .          !
 2012.3!                  *+                  !!          .  0.   .          !
 2012.4!            *        +                !!       0  .   .   .          !


     22.34 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ  2453 LAACAEG C LACAEG(-1) PCAEG;SMPL 1976.3 2012.4;OLS;EST 2453 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJAEG=JAPX$/EGPMM;                                                      
 GENR LAAJAEG=LOG(AAJAEG+.00001);                                             
 GENR LAJAEG=LOG(AJAEG+.00001);                                               
 LHS AAJAEG=EXP(LAAJAEG)-.00001;                                              
  EQ 2454 LAAJAEG C LAJAEG(-1) PJAEG;                                         
EQUATION 1390  LAAJAEG  
   RHS     C  LAJAEG(-1)  PJAEG  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1390 PLOT=0;END;                                                     

Equation number = 1390
**********************

Dependent variable = LAAJAEG 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.456730683

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.329859861       0.109760038  -3.00528     1.000000
14579 LAJAEG  ( -1)       0.834600722       0.041940908  19.89944    -3.458992
14577 PJAEG   (  0)      -0.169921220       0.072842222  -2.33273     1.412381

SE of equation            =     0.272766300
Sum of squared residuals  =  13.7642690       0.419886348E-11
Average absolute error    =     0.208179112
Sum of ABS residuals      =  39.1376731    
R squared                 =   0.81947
Durbin-Watson statistic   =   2.38866
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                + *                   !!         .    .  0 .         !
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 2012.3!                      *    +          !!       0 .    .    .         !
 2012.4!                      * +             !!         . 0  .    .         !


     31.38 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUEG=AUPX$/EGPMM;                                                      
 GENR LAAAUEG=LOG(AAAUEG+.00001);                                             
 GENR LAAUEG=LOG(AAUEG+.00001);                                               
 LHS AAAUEG=EXP(LAAAUEG)-.00001;                                              
  EQ 2455 LAAAUEG C LAAUEG(-1) PAUEG;                                         
EQUATION 1391  LAAAUEG  
   RHS     C  LAAUEG(-1)  PAUEG  
 SMPL 1967.4 2012.4;                                                          
Sample period is now  1967.4 to  2012.4 Internally:    64 to   244
 OLS;EST 1391 PLOT=0;END;                                                     

Equation number = 1391
**********************

Dependent variable = LAAAUEG 

 1967.4 -   2012.4,    0 missing obs.,  181 obs. used.

Mean of dependent variable       -4.883371724

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.214966557       0.240394937  -5.05404     1.000000
14582 LAAUEG  ( -1)       0.653959100       0.057389019  11.39520    -4.879884
14580 PAUEG   (  0)      -0.458747726       0.146879714  -3.12329     1.040138

SE of equation            =     0.237097062
Sum of squared residuals  =  10.0062730       0.220525820E-10
Average absolute error    =     0.184929308
Sum of ABS residuals      =  33.4722047    
R squared                 =   0.57520
Durbin-Watson statistic   =   2.52684
SMPL and No. Obs.         = 1967.4   2012.4    181

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.4!              +   *                   !!         .    .  0 .         !
 1968.1!              +         *             !!         .    .    .   0     !
 1968.2!                    +  *              !!         .    .  0 .         !
 1968.3!                *    +                !!         .0   .    .         !
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 1969.1!                   +     *            !!         .    .    .0        !
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 2005.3!             *+                       !!         .   0.    .         !
 2005.4!              +*                      !!         .    .0   .         !
 2006.1!           *   +                      !!         .0   .    .         !
 2006.2!             +                        !!         .    0    .         !
 2006.3!              +  *                    !!         .    .  0 .         !
 2006.4!                +  *                  !!         .    .  0 .         !
 2007.1!                *+                    !!         .   0.    .         !
 2007.2!               +   *                  !!         .    .   0.         !
 2007.3!            *    +                    !!         0    .    .         !
 2007.4!          * +                         !!         .  0 .    .         !
 2008.1!           + *                        !!         .    . 0  .         !
 2008.2!             + *                      !!         .    .0   .         !
 2008.3!       *       +                      !!       0 .    .    .         !
 2008.4!          +*                          !!         .    .0   .         !
 2009.1!            +                         !!         .    0    .         !
 2009.2!            +   *                     !!         .    .  0 .         !
 2009.3!             * +                      !!         .  0 .    .         !
 2009.4!           * +                        !!         .  0 .    .         !
 2010.1!     *      +                         !!        0.    .    .         !
 2010.2!         +                            !!         .    0    .         !
 2010.3!     *      +                         !!       0 .    .    .         !
 2010.4!         + *                          !!         .    . 0  .         !
 2011.1!     *       +                        !!       0 .    .    .         !
 2011.2!    *    +                            !!         0    .    .         !
 2011.3!        +   *                         !!         .    .   0.         !
 2011.4!        *     +                       !!        0.    .    .         !
 2012.1! *         +                          !!     0   .    .    .         !
 2012.2!   *   +                              !!         . 0  .    .         !
 2012.3!        +*                            !!         .    0    .         !
 2012.4!      *     +                         !!         0    .    .         !


     30.39 percent of the residuals exceed 1 SE
      5.52 percent of the residuals exceed 2 SE
@EQ  2456 LAAFREG C LAFREG(-1) PFREG;SMPL 1966.1 2012.4;OLS;EST 2456 PLOT=0;EN
@EQ  2457 LAAGEEG C LAGEEG(-1) PGEEG;SMPL 1966.1 2012.4;OLS;EST 2457 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITEG=ITPX$/EGPMM;                                                      
 GENR LAAITEG=LOG(AAITEG+.00001);                                             
 GENR LAITEG=LOG(AITEG+.00001);                                               
 LHS AAITEG=EXP(LAAITEG)-.00001;                                              
  EQ 2458 LAAITEG C LAITEG(-1) PITEG;                                         
EQUATION 1392  LAAITEG  
   RHS     C  LAITEG(-1)  PITEG  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1392 PLOT=0;END;                                                     

Equation number = 1392
**********************

Dependent variable = LAAITEG 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.377567885

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.666182576       0.116897535  -5.69886     1.000000
14585 LAITEG  ( -1)       0.554820533       0.067940709   8.16625    -2.376738
14583 PITEG   (  0)      -0.429527124       0.115644297  -3.71421     0.914313

SE of equation            =     0.186726116
Sum of squared residuals  =  6.45032884      -0.142241774E-11
Average absolute error    =     0.131932448
Sum of ABS residuals      =  24.8033001    
R squared                 =   0.56283
Durbin-Watson statistic   =   2.31195
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                +   *                 !!           .  .  0           !
 1966.2!               *    +                 !!           0  .  .           !
 1966.3!  *              +                    !!    0      .  .  .           !
 1966.4!        * +                           !!           . 0.  .           !
 1967.1!            +     *                   !!           .  .  .0          !
 1967.2!                 +       *            !!           .  .  . 0         !
 1967.3*                     +                !0           .  .  .           !
 1967.4!     +            *                   !!           .  .  .    0      !
 1968.1!            *    +                    !!           0  .  .           !
 1968.2!               +        *             !!           .  .  .  0        !
 1968.3!                      +      *        !!           .  .  .0          !
 1968.4!                *         +           !!        0  .  .  .           !
 1969.1!                  +   *               !!           .  .  0           !
 1969.2!                      +*              !!           .  .0 .           !
 1969.3!                       +    *         !!           .  .  .0          !
 1969.4!                    *     +           !!          0.  .  .           !
 1970.1!                     +    *           !!           .  .  .0          !
 1970.2!                         + *          !!           .  .0 .           !
 1970.3!                         +            *!           .  .  .     0     !
 1970.4!                *              +      !!    0      .  .  .           !
 1971.1!                   +    *             !!           .  .  0           !
 1971.2!                       +              !!           .  0  .           !
 1971.3!                      *+              !!           . 0.  .           !
 1971.4!                     *+               !!           . 0.  .           !
 1972.1!                    *+                !!           . 0.  .           !
 1972.2!                      +*              !!           .  .0 .           !
 1972.3!                 *     +              !!         0 .  .  .           !
 1972.4!                  * +                 !!           .0 .  .           !
 1973.1!         *           +                !!      0    .  .  .           !
 1973.2!          *    +                      !!           0  .  .           !
 1973.3!          *    +                      !!           0  .  .           !
 1973.4!*               +                     !!   0       .  .  .           !
 1974.1!  +    *                              !!           .  .  .0          !
 1974.2!     *      +                         !!         0 .  .  .           !
 1974.3!           +        *                 !!           .  .  .  0        !
 1974.4!                    +           *     !!           .  .  .    0      !
 1975.1!                           +       *  !!           .  .  . 0         !
 1975.2!                           * +        !!           . 0.  .           !
 1975.3!                         +    *       !!           .  .  .0          !
 1975.4!                           +  *       !!           .  . 0.           !
 1976.1!                           +   *      !!           .  . 0.           !
 1976.2!                       *    +         !!          0.  .  .           !
 1976.3!                *      +              !!         0 .  .  .           !
 1976.4!                    +     *           !!           .  .  .0          !
 1977.1!                         +  *         !!           .  . 0.           !
 1977.2!                         * +          !!           . 0.  .           !
 1977.3!                  *      +            !!         0 .  .  .           !
 1977.4!                     +   *            !!           .  .  0           !
 1978.1!                        *+            !!           .  0  .           !
 1978.2!                         +            !!           .  0  .           !
 1978.3!                      *  +            !!           .0 .  .           !
 1978.4!                       +  *           !!           .  . 0.           !
 1979.1!                      *  +            !!           0  .  .           !
 1979.2!                       +*             !!           .  .0 .           !
 1979.3!                       *+             !!           . 0.  .           !
 1979.4!                       +              !!           .  0  .           !
 1980.1!                     *  +             !!           .0 .  .           !
 1980.2!                      +*              !!           .  0  .           !
 1980.3!                      * +             !!           . 0.  .           !
 1980.4!                      *+              !!           . 0.  .           !
 1981.1!                       + *            !!           .  .0 .           !
 1981.2!                         +*           !!           .  0  .           !
 1981.3!                         +          * !!           .  .  .   0       !
 1981.4!                         *     +      !!          0.  .  .           !
 1982.1!                         +            !!           .  0  .           !
 1982.2!                        *+            !!           . 0.  .           !
 1982.3!                        +             !!           . 0.  .           !
 1982.4!                     *  +             !!           .0 .  .           !
 1983.1!                       +    *         !!           .  .  .0          !
 1983.2!                         * +          !!           . 0.  .           !
 1983.3!                       * +            !!           . 0.  .           !
 1983.4!                        + *           !!           .  .0 .           !
 1984.1!                         + *          !!           .  .0 .           !
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 1984.3!                       *  +           !!           .0 .  .           !
 1984.4!                        +     *       !!           .  .  .0          !
 1985.1!                            +*        !!           .  .0 .           !
 1985.2!                            + *       !!           .  . 0.           !
 1985.3!                          * +         !!           . 0.  .           !
 1985.4!                         +     *      !!           .  .  .0          !
 1986.1!                        *   +         !!           0  .  .           !
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 1986.3!                          + *         !!           .  .0 .           !
 1986.4!                         *+           !!           . 0.  .           !
 1987.1!                        +*            !!           .  .0 .           !
 1987.2!                       *+             !!           .  0  .           !
 1987.3!                       + *            !!           .  .0 .           !
 1987.4!                     *  +             !!           .0 .  .           !
 1988.1!                      +*              !!           .  .0 .           !
 1988.2!                       +*             !!           .  .0 .           !
 1988.3!                    *   +             !!           0  .  .           !
 1988.4!                     +  *             !!           .  . 0.           !
 1989.1!                       + *            !!           .  .0 .           !
 1989.2!                      * +             !!           . 0.  .           !
 1989.3!                      +*              !!           .  .0 .           !
 1989.4!                       +  *           !!           .  . 0.           !
 1990.1!                        + *           !!           .  .0 .           !
 1990.2!                       +     *        !!           .  .  .0          !
 1990.3!                        +          *  !!           .  .  .    0      !
 1990.4!                          * +         !!           . 0.  .           !
 1991.1!                      +      *        !!           .  .  . 0         !
 1991.2!                      * +             !!           . 0.  .           !
 1991.3!                  * +                 !!           .0 .  .           !
 1991.4!                  +  *                !!           .  .  0           !
 1992.1!                   +   *              !!           .  . 0.           !
 1992.2!                      +   *           !!           .  .  0           !
 1992.3!                 *     +              !!          0.  .  .           !
 1992.4!                   +     *            !!           .  .  .0          !
 1993.1!                        +*            !!           .  0  .           !
 1993.2!                        +   *         !!           .  .  0           !
 1993.3!                          +     *     !!           .  .  . 0         !
 1993.4!                            +         !!           . 0.  .           !
 1994.1!                          + *         !!           .  . 0.           !
 1994.2!                          +   *       !!           .  .  0           !
 1994.3!                           +      *   !!           .  .  .0          !
 1994.4!                             + *      !!           .  .0 .           !
 1995.1!                         *  +         !!           .0 .  .           !
 1995.2!                        +*            !!           .  0  .           !
 1995.3!                        +             !!           .  0  .           !
 1995.4!                    *  +              !!           .0 .  .           !
 1996.1!                    +    *            !!           .  .  .0          !
 1996.2!                       +*             !!           .  .0 .           !
 1996.3!                      + *             !!           .  .0 .           !
 1996.4!                  *   +               !!           0  .  .           !
 1997.1!                   +  *               !!           .  . 0.           !
 1997.2!                    *+                !!           . 0.  .           !
 1997.3!                 *  +                 !!           .0 .  .           !
 1997.4!                   +*                 !!           .  .0 .           !
 1998.1!                   + *                !!           .  .0 .           !
 1998.2!                    + *               !!           .  .0 .           !
 1998.3!                   * +                !!           . 0.  .           !
 1998.4!                 *+                   !!           . 0.  .           !
 1999.1!                 +                    !!           .  0  .           !
 1999.2!                 +*                   !!           .  .0 .           !
 1999.3!                  +    *              !!           .  .  0           !
 1999.4!                     +*               !!           .  0  .           !
 2000.1!                     +                !!           .  0  .           !
 2000.2!                     +*               !!           .  .0 .           !
 2000.3!                     +                !!           .  0  .           !
 2000.4!                   * +                !!           . 0.  .           !
 2001.1!                   *+                 !!           .  0  .           !
 2001.2!                   *+                 !!           . 0.  .           !
 2001.3!                   +*                 !!           .  .0 .           !
 2001.4!                  * +                 !!           . 0.  .           !
 2002.1!                  *+                  !!           . 0.  .           !
 2002.2!                 * +                  !!           . 0.  .           !
 2002.3!                 *+                   !!           . 0.  .           !
 2002.4!                * +                   !!           . 0.  .           !
 2003.1!                +   *                 !!           .  .  0           !
 2003.2!                   +*                 !!           .  .0 .           !
 2003.3!                 * +                  !!           . 0.  .           !
 2003.4!            *    +                    !!           0  .  .           !
 2004.1!              + *                     !!           .  .0 .           !
 2004.2!             *  +                     !!           .0 .  .           !
 2004.3!               +  *                   !!           .  . 0.           !
 2004.4!            *    +                    !!           0  .  .           !
 2005.1!              +                       !!           .  0  .           !
 2005.2!           *  +                       !!           .0 .  .           !
 2005.3!          *  +                        !!           .0 .  .           !
 2005.4!          *  +                        !!           .0 .  .           !
 2006.1!         *  +                         !!           .0 .  .           !
 2006.2!         *  +                         !!           .0 .  .           !
 2006.3!        *   +                         !!           .0 .  .           !
 2006.4!           +*                         !!           .  .0 .           !
 2007.1!            *+                        !!           .  0  .           !
 2007.2!           *+                         !!           . 0.  .           !
 2007.3!            +*                        !!           .  .0 .           !
 2007.4!             +                        !!           .  0  .           !
 2008.1!            + *                       !!           .  .0 .           !
 2008.2!             +*                       !!           .  .0 .           !
 2008.3!             +*                       !!           .  .0 .           !
 2008.4!             *+                       !!           .  0  .           !
 2009.1!            +                         !!           .  0  .           !
 2009.2!          * +                         !!           . 0.  .           !
 2009.3!           +*                         !!           .  .0 .           !
 2009.4!           *+                         !!           . 0.  .           !
 2010.1!           +*                         !!           .  0  .           !
 2010.2!       *     +                        !!           0  .  .           !
 2010.3!          +                           !!           .  0  .           !
 2010.4!        *  +                          !!           .0 .  .           !
 2011.1!         * +                          !!           . 0.  .           !
 2011.2!            +                         !!           .  0  .           !
 2011.3!             *+                       !!           . 0.  .           !
 2011.4!     *         +                      !!       0   .  .  .           !
 2012.1!         * +                          !!           . 0.  .           !
 2012.2!         *   +                        !!           0  .  .           !
 2012.3!          *  +                        !!           .0 .  .           !
 2012.4!          *  +                        !!           .0 .  .           !


     22.34 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEEG=NEPX$/EGPMM;                                                      
 GENR LAANEEG=LOG(AANEEG+.00001);                                             
 GENR LANEEG=LOG(ANEEG+.00001);                                               
 LHS AANEEG=EXP(LAANEEG)-.00001;                                              
  EQ 2459 LAANEEG C LANEEG(-1) PNEEG;                                         
EQUATION 1393  LAANEEG  
   RHS     C  LANEEG(-1)  PNEEG  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1393 PLOT=0;END;                                                     

Equation number = 1393
**********************

Dependent variable = LAANEEG 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.678245699

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.818346201       0.227980335  -7.97589     1.000000
14588 LANEEG  ( -1)       0.421626064       0.066860964   6.30601    -3.681462
14586 PNEEG   (  0)      -0.260346751       0.099563102  -2.61489     1.181882

SE of equation            =     0.205740890
Sum of squared residuals  =  7.83092306       0.623545660E-11
Average absolute error    =     0.148398749
Sum of ABS residuals      =  27.8989649    
R squared                 =   0.27536
Durbin-Watson statistic   =   2.04817
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!             +    *                   !!          .   .   0          !
 1966.2!                 * +                  !!          .  0.   .          !
 1966.3!              *    +                  !!          .0  .   .          !
 1966.4!        *        +                    !!       0  .   .   .          !
 1967.1*              +                       !!   0      .   .   .          !
 1967.2!       *  +                           !!          . 0 .   .          !
 1967.3!             +      *                 !!          .   .   .0         !
 1967.4!                 +       *            !!          .   .   . 0        !
 1968.1!                   *+                 !!          .  0.   .          !
 1968.2!                  *+                  !!          .  0.   .          !
 1968.3!                 * +                  !!          . 0 .   .          !
 1968.4!                   + *                !!          .   . 0 .          !
 1969.1!               *    +                 !!          0   .   .          !
 1969.2!                  +                   *!          .   .   .          0
 1969.3!                            +      *  !!          .   .   .0         !
 1969.4!                        *  +          !!          .0  .   .          !
 1970.1!                      +*              !!          .   .0  .          !
 1970.2!                       +  *           !!          .   .  0.          !
 1970.3!                      * +             !!          .  0.   .          !
 1970.4!                   *  +               !!          . 0 .   .          !
 1971.1!                     +  *             !!          .   .  0.          !
 1971.2!                       +*             !!          .   .0  .          !
 1971.3!       *               +              !!  0       .   .   .          !
 1971.4!               +           *          !!          .   .   .    0     !
 1972.1!                       +           *  !!          .   .   .    0     !
 1972.2!                            +        *!!          .   .   .  0       !
 1972.3!                             +*       !!          .   .0  .          !
 1972.4!                          +    *      !!          .   .   0          !
 1973.1!                           +         *!!          .   .   .   0      !
 1973.2!                    *      +          !!        0 .   .   .          !
 1973.3!                   +      *           !!          .   .   .0         !
 1973.4!      *                +              !! 0        .   .   .          !
 1974.1!      +*                              !!          .   0   .          !
 1974.2!            +*                        !!          .   .0  .          !
 1974.3!                +        *            !!          .   .   .  0       !
 1974.4!                     +*               !!          .   .0  .          !
 1975.1!                    +                 !!          .   0   .          !
 1975.2!                    +  *              !!          .   . 0 .          !
 1975.3!            *         +               !!       0  .   .   .          !
 1975.4!                 +*                   !!          .   .0  .          !
 1976.1!             *      +                 !!         0.   .   .          !
 1976.2!           *      +                   !!         0.   .   .          !
 1976.3!              *  +                    !!          . 0 .   .          !
 1976.4!                  + *                 !!          .   . 0 .          !
 1977.1!                    +         *       !!          .   .   .  0       !
 1977.2!                     *   +            !!          .0  .   .          !
 1977.3!       *             +                !!   0      .   .   .          !
 1977.4!               +        *             !!          .   .   .  0       !
 1978.1!                   *  +               !!          .0  .   .          !
 1978.2!                 *  +                 !!          . 0 .   .          !
 1978.3!                    +       *         !!          .   .   . 0        !
 1978.4!                       *+             !!          .  0.   .          !
 1979.1!                     *+               !!          .   0   .          !
 1979.2!                     + *              !!          .   .0  .          !
 1979.3!                 *    +               !!          0   .   .          !
 1979.4!                   +                  !!          .   0   .          !
 1980.1!                *   +                 !!          .0  .   .          !
 1980.2!         *         +                  !!       0  .   .   .          !
 1980.3!               * +                    !!          .  0.   .          !
 1980.4!                   + *                !!          .   .0  .          !
 1981.1!                      +               !!          .   0   .          !
 1981.2!                     *+               !!          .  0.   .          !
 1981.3!                      +*              !!          .   .0  .          !
 1981.4!                    * +               !!          .  0.   .          !
 1982.1!                   * +                !!          .  0.   .          !
 1982.2!                     +                !!          .   0   .          !
 1982.3!                      +  *            !!          .   .  0.          !
 1982.4!                       + *            !!          .   . 0 .          !
 1983.1!                       +   *          !!          .   . 0 .          !
 1983.2!                        +   *         !!          .   .  0.          !
 1983.3!                        *+            !!          .   0   .          !
 1983.4!                       +              !!          .   0   .          !
 1984.1!                       +              !!          .   0   .          !
 1984.2!                      +   *           !!          .   .  0.          !
 1984.3!                    *   +             !!          .0  .   .          !
 1984.4!                      +  *            !!          .   .  0.          !
 1985.1!                        +      *      !!          .   .   .0         !
 1985.2!                         *+           !!          .   0   .          !
 1985.3!                        + *           !!          .   . 0 .          !
 1985.4!                       +              !!          .   0   .          !
 1986.1!                      +   *           !!          .   .  0.          !
 1986.2!                        +             !!          .   0   .          !
 1986.3!                       +    *         !!          .   .   0          !
 1986.4!                         +     *      !!          .   .   .0         !
 1987.1!                          +       *   !!          .   .   . 0        !
 1987.2!                           +*         !!          .   .0  .          !
 1987.3!                         +*           !!          .   .0  .          !
 1987.4!                        +        *    !!          .   .   .  0       !
 1988.1!                           +   *      !!          .   .  0.          !
 1988.2!                          +         * !!          .   .   .   0      !
 1988.3!                            +         !!          .   0   .          !
 1988.4!                         + *          !!          .   . 0 .          !
 1989.1!                         +*           !!          .   .0  .          !
 1989.2!                     *  +             !!          . 0 .   .          !
 1989.3!                      +*              !!          .   .0  .          !
 1989.4!                       +       *      !!          .   .   . 0        !
 1990.1!                        * +           !!          .  0.   .          !
 1990.2!                   *  +               !!          . 0 .   .          !
 1990.3!                   +                  !!          .   0   .          !
 1990.4!            *       +                 !!        0 .   .   .          !
 1991.1!                 +                    !!          .   0   .          !
 1991.2!                  *+                  !!          .  0.   .          !
 1991.3!                   +   *              !!          .   .  0.          !
 1991.4!              *      +                !!         0.   .   .          !
 1992.1!                * +                   !!          . 0 .   .          !
 1992.2!                   +                  !!          .   0   .          !
 1992.3!                    +                 !!          .  0.   .          !
 1992.4!                  *  +                !!          .0  .   .          !
 1993.1!                   *+                 !!          .  0.   .          !
 1993.2!                  *  +                !!          . 0 .   .          !
 1993.3!                     +                !!          .   0   .          !
 1993.4!                      +*              !!          .   .0  .          !
 1994.1!                       + *            !!          .   . 0 .          !
 1994.2!                     *  +             !!          .0  .   .          !
 1994.3!                  *   +               !!          .0  .   .          !
 1994.4!                  * +                 !!          . 0 .   .          !
 1995.1!               *    +                 !!          0   .   .          !
 1995.2!                 * +                  !!          .  0.   .          !
 1995.3!                *   +                 !!          .0  .   .          !
 1995.4!                  *+                  !!          .  0.   .          !
 1996.1!                    +           *     !!          .   .   .    0     !
 1996.2!                    *     +           !!         0.   .   .          !
 1996.3!                     + *              !!          .   . 0 .          !
 1996.4!            *         +               !!      0   .   .   .          !
 1997.1!              *   +                   !!          .0  .   .          !
 1997.2!                   +  *               !!          .   . 0 .          !
 1997.3!               *      +               !!        0 .   .   .          !
 1997.4!                   +                  !!          .   0   .          !
 1998.1!               *     +                !!          0   .   .          !
 1998.2!                   +  *               !!          .   . 0 .          !
 1998.3!                  *   +               !!          .0  .   .          !
 1998.4!                   *+                 !!          .  0.   .          !
 1999.1!                   * +                !!          . 0 .   .          !
 1999.2!                     +*               !!          .   .0  .          !
 1999.3!                    *  +              !!          . 0 .   .          !
 1999.4!                      + *             !!          .   . 0 .          !
 2000.1!                  *     +             !!         0.   .   .          !
 2000.2!                     + *              !!          .   . 0 .          !
 2000.3!                  *    +              !!          0   .   .          !
 2000.4!                     + *              !!          .   .0  .          !
 2001.1!                    *  +              !!          . 0 .   .          !
 2001.2!                 *    +               !!          0   .   .          !
 2001.3!                    *+                !!          .  0.   .          !
 2001.4!               *      +               !!         0.   .   .          !
 2002.1!                    +*                !!          .   .0  .          !
 2002.2!                      *+              !!          .   0   .          !
 2002.3!                       +  *           !!          .   . 0 .          !
 2002.4!                    *    +            !!          .0  .   .          !
 2003.1!                      +               !!          .   .0  .          !
 2003.2!                    *  +              !!          . 0 .   .          !
 2003.3!                   *  +               !!          . 0 .   .          !
 2003.4!                    *+                !!          .  0.   .          !
 2004.1!                    *+                !!          .  0.   .          !
 2004.2!                    * +               !!          . 0 .   .          !
 2004.3!                    * +               !!          .  0.   .          !
 2004.4!                     *+               !!          .  0.   .          !
 2005.1!                      +    *          !!          .   .   0          !
 2005.2!                       *+             !!          .   0   .          !
 2005.3!                       +    *         !!          .   .   0          !
 2005.4!                         + *          !!          .   . 0 .          !
 2006.1!                        +    *        !!          .   .  0.          !
 2006.2!                         +*           !!          .   .0  .          !
 2006.3!                        +             !!          .   0   .          !
 2006.4!                       +              !!          .   0   .          !
 2007.1!                      +*              !!          .   .0  .          !
 2007.2!                      +*              !!          .   0   .          !
 2007.3!                  *   +               !!          .0  .   .          !
 2007.4!                    +    *            !!          .   .   0          !
 2008.1!                    *  +              !!          .0  .   .          !
 2008.2!                     +    *           !!          .   .   0          !
 2008.3!                      * +             !!          .  0.   .          !
 2008.4!                *     +               !!         0.   .   .          !
 2009.1!                   + *                !!          .   . 0 .          !
 2009.2!                      + *             !!          .   . 0 .          !
 2009.3!                       +              !!          .   0   .          !
 2009.4!                       +*             !!          .   .0  .          !
 2010.1!                       +*             !!          .   .0  .          !
 2010.2!                      * +             !!          .  0.   .          !
 2010.3!                       +              !!          .   0   .          !
 2010.4!                       +*             !!          .   .0  .          !
 2011.1!                       +              !!          .   0   .          !
 2011.2!                  *    +              !!          0   .   .          !
 2011.3!                     +     *          !!          .   .   .0         !
 2011.4!                  *      +            !!         0.   .   .          !
 2012.1!                     +      *         !!          .   .   . 0        !
 2012.2!                         +    *       !!          .   .  0.          !
 2012.3!                  *       +           !!        0 .   .   .          !
 2012.4!                     +                !!          .   0   .          !


     25.53 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTEG=STPX$/EGPMM;                                                      
 GENR LAASTEG=LOG(AASTEG+.00001);                                             
 GENR LASTEG=LOG(ASTEG+.00001);                                               
 LHS AASTEG=EXP(LAASTEG)-.00001;                                              
  EQ 2460 LAASTEG C LASTEG(-1) PSTEG;                                         
EQUATION 1394  LAASTEG  
   RHS     C  LASTEG(-1)  PSTEG  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1394 PLOT=0;END;                                                     

Equation number = 1394
**********************

Dependent variable = LAASTEG 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.945104001

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.095124523       0.163992398  -6.67790     1.000000
14591 LASTEG  ( -1)       0.489510900       0.063729663   7.68105    -3.939815
14589 PSTEG   (  0)      -0.985897869       0.153750760  -6.41231     0.934577

SE of equation            =     0.244424036
Sum of squared residuals  =  11.0524752      -0.115378818E-10
Average absolute error    =     0.186650408
Sum of ABS residuals      =  35.0902768    
R squared                 =   0.72047
Durbin-Watson statistic   =   2.23401
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                      +         *     !!          .   .   .    0     !
 1966.2!                           +   *      !!          .   .  0.          !
 1966.3!               *           +          !!  0       .   .   .          !
 1966.4!            *      +                  !!        0 .   .   .          !
 1967.1!                 +      *             !!          .   .   .  0       !
 1967.2!                *     +               !!         0.   .   .          !
 1967.3!                  +      *            !!          .   .   . 0        !
 1967.4!        *          +                  !!   0      .   .   .          !
 1968.1!         *   +                        !!          .0  .   .          !
 1968.2!               +    *                 !!          .   .   .0         !
 1968.3!                   *  +               !!          . 0 .   .          !
 1968.4!                      + *             !!          .   .  0.          !
 1969.1!                       +      *       !!          .   .   .  0       !
 1969.2!                           +   *      !!          .   .  0.          !
 1969.3!                         *  +         !!          . 0 .   .          !
 1969.4!                         +        *   !!          .   .   .   0      !
 1970.1!                             +*       !!          .   0   .          !
 1970.2!                            +        *!!          .   .   .   0      !
 1970.3!                               + *    !!          .   . 0 .          !
 1970.4!                            *+        !!          .  0.   .          !
 1971.1!                           +          *!          .   .   .      0   !
 1971.2!                               +    * !!          .   .   .0         !
 1971.3!                    *        +        !!     0    .   .   .          !
 1971.4!                     +            *   !!          .   .   .       0  !
 1972.1!                            +      *  !!          .   .   .  0       !
 1972.2!                              +       !!          .   0   .          !
 1972.3!                 *         +          !!     0    .   .   .          !
 1972.4!                     +     *          !!          .   .   .0         !
 1973.1!          *              +            !0          .   .   .          !
 1973.2!           *  +                       !!          . 0 .   .          !
 1973.3!             +       *                !!          .   .   .   0      !
 1973.4!                 *   +                !!          .0  .   .          !
 1974.1!       +       *                      !!          .   .   .   0      !
 1974.2!                +*                    !!          .   . 0 .          !
 1974.3!        *         +                   !!    0     .   .   .          !
 1974.4!             +     *                  !!          .   .   . 0        !
 1975.1!                * +                   !!          .  0.   .          !
 1975.2!                 + *                  !!          .   . 0 .          !
 1975.3!                    +                 !!          .   .0  .          !
 1975.4!                    +                 !!          .   0   .          !
 1976.1!                  *+                  !!          .  0.   .          !
 1976.2!                   +                  !!          .   .0  .          !
 1976.3!                   +  *               !!          .   . 0 .          !
 1976.4!                     +                !!          .   0   .          !
 1977.1!                     +  *             !!          .   .  0.          !
 1977.2!                       +              !!          .   0   .          !
 1977.3!                   *  +               !!          .0  .   .          !
 1977.4!                   +   *              !!          .   .  0.          !
 1978.1!                    + *               !!          .   . 0 .          !
 1978.2!                    + *               !!          .   . 0 .          !
 1978.3!                  +                   !!          .   0   .          !
 1978.4!                +     *               !!          .   .   .0         !
 1979.1!                   +      *           !!          .   .   .  0       !
 1979.2!                     + *              !!          .   .0  .          !
 1979.3!                   *+                 !!          .  0.   .          !
 1979.4!                   +   *              !!          .   .   0          !
 1980.1!                     +      *         !!          .   .   . 0        !
 1980.2!                        +             !!          .   0   .          !
 1980.3!                 *     +              !!         0.   .   .          !
 1980.4!               *    +                 !!          0   .   .          !
 1981.1!                  *+                  !!          .  0.   .          !
 1981.2!               *     +                !!        0 .   .   .          !
 1981.3!                   +    *             !!          .   .   .0         !
 1981.4!                      +               !!          .   0   .          !
 1982.1!                     +    *           !!          .   .   0          !
 1982.2!                        +  *          !!          .   .  0.          !
 1982.3!                        *+            !!          .  0.   .          !
 1982.4!                        +   *         !!          .   .   0          !
 1983.1!                        *+            !!          .  0.   .          !
 1983.2!                    *  +              !!          . 0 .   .          !
 1983.3!                 *   +                !!         0.   .   .          !
 1983.4!                *   +                 !!          .0  .   .          !
 1984.1!                *  +                  !!          .0  .   .          !
 1984.2!                  *+                  !!          . 0 .   .          !
 1984.3!              *     +                 !!        0 .   .   .          !
 1984.4!                   +    *             !!          .   .   0          !
 1985.1!               *        +             !!     0    .   .   .          !
 1985.2!                    +  *              !!          .   .  0.          !
 1985.3!                *      +              !!       0  .   .   .          !
 1985.4!                * +                   !!          . 0 .   .          !
 1986.1!                  + *                 !!          .   . 0 .          !
 1986.2!                  *+                  !!          .  0.   .          !
 1986.3!                * +                   !!          .  0.   .          !
 1986.4!            *   +                     !!          0   .   .          !
 1987.1!              + *                     !!          .   . 0 .          !
 1987.2!                +*                    !!          .   .0  .          !
 1987.3!                 +  *                 !!          .   .  0.          !
 1987.4!                 +    *               !!          .   .   0          !
 1988.1!                  +    *              !!          .   .   0          !
 1988.2!                   +                  !!          .   0   .          !
 1988.3!            *      +                  !!        0 .   .   .          !
 1988.4!               +  *                   !!          .   .  0.          !
 1989.1!                *+                    !!          . 0 .   .          !
 1989.2!             *   +                    !!          0   .   .          !
 1989.3!        *      +                      !!       0  .   .   .          !
 1989.4!             +   *                    !!          .   .   0          !
 1990.1!               *+                     !!          .  0.   .          !
 1990.2!             +                        !!          .   0   .          !
 1990.3!        * +                           !!          . 0 .   .          !
 1990.4!         +    *                       !!          .   .   .0         !
 1991.1!           *+                         !!          .  0.   .          !
 1991.2!          +          *                !!          .   .   .     0    !
 1991.3!    *          +                      !!    0     .   .   .          !
 1991.4!       +     *                        !!          .   .   . 0        !
 1992.1!           + *                        !!          .   . 0 .          !
 1992.2!            * +                       !!          . 0 .   .          !
 1992.3!            +  *                      !!          .   . 0 .          !
 1992.4!      *       +                       !!       0  .   .   .          !
 1993.1!           +                          !!          .   .0  .          !
 1993.2!          *  +                        !!          .0  .   .          !
 1993.3!      *     +                         !!        0 .   .   .          !
 1993.4!         *+                           !!          .  0.   .          !
 1994.1!           +                          !!          .  0.   .          !
 1994.2!        *   +                         !!          0   .   .          !
 1994.3!          *+                          !!          .  0.   .          !
 1994.4!         * +                          !!          .0  .   .          !
 1995.1!          *+                          !!          .  0.   .          !
 1995.2!         *+                           !!          .   0   .          !
 1995.3!          +*                          !!          .   .0  .          !
 1995.4!        *  +                          !!          .0  .   .          !
 1996.1!         + *                          !!          .   . 0 .          !
 1996.2!           + *                        !!          .   . 0 .          !
 1996.3!            +*                        !!          .   .0  .          !
 1996.4!        *    +                        !!          0   .   .          !
 1997.1!            +                         !!          .   0   .          !
 1997.2!             +                        !!          .   .0  .          !
 1997.3!             +*                       !!          .   .0  .          !
 1997.4!        *    +                        !!         0.   .   .          !
 1998.1!         +  *                         !!          .   . 0 .          !
 1998.2!       *    +                         !!         0.   .   .          !
 1998.3!    *    +                            !!         0.   .   .          !
 1998.4!       + *                            !!          .   . 0 .          !
 1999.1!         +  *                         !!          .   .  0.          !
 1999.2!        *  +                          !!          .0  .   .          !
 1999.3!      *   +                           !!          .0  .   .          !
 1999.4!         +    *                       !!          .   .   0          !
 2000.1!              + *                     !!          .   . 0 .          !
 2000.2!               +*                     !!          .   . 0 .          !
 2000.3!            *  +                      !!          .0  .   .          !
 2000.4!             +    *                   !!          .   .   .0         !
 2001.1!               + *                    !!          .   . 0 .          !
 2001.2!               + *                    !!          .   . 0 .          !
 2001.3!            *  +                      !!          .0  .   .          !
 2001.4!           +  *                       !!          .   . 0 .          !
 2002.1!            +  *                      !!          .   .  0.          !
 2002.2!             +    *                   !!          .   .   0          !
 2002.3!             *+                       !!          .  0.   .          !
 2002.4!            +   *                     !!          .   .   0          !
 2003.1!             +  *                     !!          .   .  0.          !
 2003.2!             + *                      !!          .   .  0.          !
 2003.3!           * +                        !!          . 0 .   .          !
 2003.4!          +  *                        !!          .   .  0.          !
 2004.1!          *+                          !!          .   0   .          !
 2004.2!         *+                           !!          .  0.   .          !
 2004.3!       * +                            !!          . 0 .   .          !
 2004.4!        +*                            !!          .   .0  .          !
 2005.1!        *+                            !!          .  0.   .          !
 2005.2!      *+                              !!          .  0.   .          !
 2005.3!    *   +                             !!          .0  .   .          !
 2005.4!      *+                              !!          . 0 .   .          !
 2006.1!       +                              !!          .  0.   .          !
 2006.2!      * +                             !!          . 0 .   .          !
 2006.3!   *   +                              !!         0.   .   .          !
 2006.4!    * +                               !!          . 0 .   .          !
 2007.1!     *+                               !!          .  0.   .          !
 2007.2!   *  +                               !!          .0  .   .          !
 2007.3!*    +                                !!         0.   .   .          !
 2007.4!  *  +                                !!          .0  .   .          !
 2008.1!    +                                 !!          .   0   .          !
 2008.2!     +*                               !!          .   0   .          !
 2008.3!   *   +                              !!          0   .   .          !
 2008.4!   * +                                !!          . 0 .   .          !
 2009.1!  + *                                 !!          .   . 0 .          !
 2009.2!  + *                                 !!          .   . 0 .          !
 2009.3!   + *                                !!          .   . 0 .          !
 2009.4!    +                                 !!          .   0   .          !
 2010.1!   +  *                               !!          .   .  0.          !
 2010.2!    *+                                !!          .  0.   .          !
 2010.3!  *+                                  !!          . 0 .   .          !
 2010.4!  +*                                  !!          .   .0  .          !
 2011.1!   +  *                               !!          .   .  0.          !
 2011.2!  * +                                 !!          .  0.   .          !
 2011.3!*+                                    !!          . 0 .   .          !
 2011.4!*+                                    !!          .  0.   .          !
 2012.1! +                                    !!          .   0   .          !
 2012.2!  + *                                 !!          .   .0  .          !
 2012.3*   +                                  !!          0   .   .          !
 2012.4! +   *                                !!          .   .   0          !


     27.13 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKEG=UKPX$/EGPMM;                                                      
 GENR LAAUKEG=LOG(AAUKEG+.00001);                                             
 GENR LAUKEG=LOG(AUKEG+.00001);                                               
 LHS AAUKEG=EXP(LAAUKEG)-.00001;                                              
  EQ 2461 LAAUKEG C LAUKEG(-1) PUKEG;                                         
EQUATION 1395  LAAUKEG  
   RHS     C  LAUKEG(-1)  PUKEG  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1395 PLOT=0;END;                                                     

Equation number = 1395
**********************

Dependent variable = LAAUKEG 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.954980097

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.274508524       0.140256082  -1.95720     1.000000
14594 LAUKEG  ( -1)       0.870093722       0.040087487  21.70487    -2.948177
14592 PUKEG   (  0)      -0.112807008       0.139376163  -0.80937     1.021932

SE of equation            =     0.187006111
Sum of squared residuals  =  6.46968785       0.146678225E-10
Average absolute error    =     0.142600149
Sum of ABS residuals      =  26.8088280    
R squared                 =   0.76531
Durbin-Watson statistic   =   2.90126
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                            +*        !!          .   .0  .          !
 1966.2!                           +  *       !!          .   .  0.          !
 1966.3!                             + *      !!          .   . 0 .          !
 1966.4!                             +        !!          .  0.   .          !
 1967.1!                         * +          !!          .0  .   .          !
 1967.2!                       +    *         !!          .   .   .0         !
 1967.3!                       *  +           !!          .0  .   .          !
 1967.4!                 *    +               !!         0.   .   .          !
 1968.1!                 +          *         !!          .   .   .       0  !
 1968.2!                           +          !!          .  0.   .          !
 1968.3!                          +  *        !!          .   .  0.          !
 1968.4!                            +  *      !!          .   .   0          !
 1969.1!                             + *      !!          .   .0  .          !
 1969.2!                             +   *    !!          .   .   0          !
 1969.3!                             *  +     !!          .0  .   .          !
 1969.4!                            +    *    !!          .   .   . 0        !
 1970.1!                           *    +     !!         0.   .   .          !
 1970.2!                           +  *       !!          .   .  0.          !
 1970.3!                        *    +        !!        0 .   .   .          !
 1970.4!                        +       *     !!          .   .   .    0     !
 1971.1!                      *        +      !!     0    .   .   .          !
 1971.2!                      +             * !!          .   .   .          0
 1971.3!                               *  +   !!          .0  .   .          !
 1971.4!                              +       !!          .   .0  .          !
 1972.1!                             +    *   !!          .   .   .0         !
 1972.2!                                +     !!          .   0   .          !
 1972.3!                         *     +      !!        0 .   .   .          !
 1972.4!                         +      *     !!          .   .   .  0       !
 1973.1!                             * +      !!          .  0.   .          !
 1973.2!                            +   *     !!          .   .   0          !
 1973.3!                           *  +       !!          0   .   .          !
 1973.4!                 *        +           !!    0     .   .   .          !
 1974.1!                +             *       !!          .   .   .          0
 1974.2!                    *        +        !!     0    .   .   .          !
 1974.3!                    +  *              !!          .   .  0.          !
 1974.4!                       +   *          !!          .   .   0          !
 1975.1!                          +  *        !!          .   .  0.          !
 1975.2!                       *    +         !!          0   .   .          !
 1975.3!                       +     *        !!          .   .   . 0        !
 1975.4!                            +         *!          .   .   .     0    !
 1976.1!                                    +*!!          .   .0  .          !
 1976.2!                                   +  !!          .   0   .          !
 1976.3!                                  +  *!!          .   .  0.          !
 1976.4!                                   +* !!          .   .0  .          !
 1977.1!                                 *+   !!          .  0.   .          !
 1977.2!                                +*    !!          .   .0  .          !
 1977.3!                                + *   !!          .   .  0.          !
 1977.4!                                 +  * !!          .   .   0          !
 1978.1!                               *  +   !!          0   .   .          !
 1978.2!                              +   *   !!          .   .   .0         !
 1978.3!                              *  +    !!          .0  .   .          !
 1978.4!                             +    *   !!          .   .   . 0        !
 1979.1!                             *   +    !!          0   .   .          !
 1979.2!                            +         *!          .   .   .     0    !
 1979.3!                                 *  + !!          . 0 .   .          !
 1979.4!                                +     !!          .   0   .          !
 1980.1!                              + *     !!          .   .0  .          !
 1980.2!                             *+       !!          .  0.   .          !
 1980.3!                            +   *     !!          .   .   .0         !
 1980.4!                              +*      !!          .   .0  .          !
 1981.1!                           * +        !!          . 0 .   .          !
 1981.2!                         *+           !!          .  0.   .          !
 1981.3!                  *     +             !!       0  .   .   .          !
 1981.4!                  +      *            !!          .   .   .   0      !
 1982.1!                       *+             !!          .  0.   .          !
 1982.2!                   *   +              !!          0   .   .          !
 1982.3!                   +                  !!          .  0.   .          !
 1982.4!                   +   *              !!          .   .   0          !
 1983.1!                     *+               !!          .  0.   .          !
 1983.2!                   * +                !!          . 0 .   .          !
 1983.3!                 * +                  !!          . 0 .   .          !
 1983.4!                  +     *             !!          .   .   . 0        !
 1984.1!                   *   +              !!          0   .   .          !
 1984.2!                   +  *               !!          .   . 0 .          !
 1984.3!                  *  +                !!          .0  .   .          !
 1984.4!                   +  *               !!          .   .   0          !
 1985.1!                      +*              !!          .   .0  .          !
 1985.2!                       +              !!          .   0   .          !
 1985.3!                      +  *            !!          .   .  0.          !
 1985.4!                     *  +             !!          0   .   .          !
 1986.1!                     +     *          !!          .   .   .  0       !
 1986.2!                          +           !!          .  0.   .          !
 1986.3!                         +  *         !!          .   .  0.          !
 1986.4!                      *    +          !!         0.   .   .          !
 1987.1!                      +    *          !!          .   .   . 0        !
 1987.2!                         *+           !!          . 0 .   .          !
 1987.3!                        +             !!          .   0   .          !
 1987.4!                        +  *          !!          .   .   0          !
 1988.1!                          +*          !!          .   .0  .          !
 1988.2!                    *     +           !!       0  .   .   .          !
 1988.3!                 *  +                 !!          .0  .   .          !
 1988.4!                  +     *             !!          .   .   . 0        !
 1989.1!                     * +              !!          .0  .   .          !
 1989.2!                     +  *             !!          .   .  0.          !
 1989.3!                    *  +              !!          .0  .   .          !
 1989.4!                     +  *             !!          .   .   0          !
 1990.1!                  *     +             !!        0 .   .   .          !
 1990.2!                 *+                   !!          . 0 .   .          !
 1990.3!               *+                     !!          .  0.   .          !
 1990.4!               +       *              !!          .   .   .   0      !
 1991.1!           *          +               !!   0      .   .   .          !
 1991.2!            +   *                     !!          .   .   0          !
 1991.3!               *+                     !!          .  0.   .          !
 1991.4!                +                     !!          .   .0  .          !
 1992.1!                +*                    !!          .   .0  .          !
 1992.2!              *  +                    !!          0   .   .          !
 1992.3!           *  +                       !!          0   .   .          !
 1992.4!            + *                       !!          .   . 0 .          !
 1993.1!               +*                     !!          .   .0  .          !
 1993.2!                 +                    !!          .   0   .          !
 1993.3!                *+                    !!          .  0.   .          !
 1993.4!                +                     !!          .  0.   .          !
 1994.1!                +*                    !!          .   .0  .          !
 1994.2!                 *+                   !!          .  0.   .          !
 1994.3!                 +  *                 !!          .   .   0          !
 1994.4!                *   +                 !!         0.   .   .          !
 1995.1!               *+                     !!          .  0.   .          !
 1995.2!              * +                     !!          . 0 .   .          !
 1995.3!              *+                      !!          .  0.   .          !
 1995.4!               +   *                  !!          .   .   0          !
 1996.1!                 * +                  !!          . 0 .   .          !
 1996.2!                 +                    !!          .   0   .          !
 1996.3!              *  +                    !!          .0  .   .          !
 1996.4!               +*                     !!          .   . 0 .          !
 1997.1!                 +*                   !!          .   . 0 .          !
 1997.2!                 *+                   !!          .  0.   .          !
 1997.3!             *   +                    !!         0.   .   .          !
 1997.4!              + *                     !!          .   .  0.          !
 1998.1!               * +                    !!          . 0 .   .          !
 1998.2!               + *                    !!          .   . 0 .          !
 1998.3!               * +                    !!          . 0 .   .          !
 1998.4!               + *                    !!          .   .0  .          !
 1999.1!                *+                    !!          .  0.   .          !
 1999.2!               *+                     !!          .  0.   .          !
 1999.3!               +    *                 !!          .   .   .0         !
 1999.4!                 *  +                 !!          .0  .   .          !
 2000.1!                 +                    !!          .   0   .          !
 2000.2!              *  +                    !!          0   .   .          !
 2000.3!              +*                      !!          .   .0  .          !
 2000.4!                + *                   !!          .   . 0 .          !
 2001.1!              *   +                   !!          0   .   .          !
 2001.2!              +*                      !!          .   .0  .          !
 2001.3!            *   +                     !!          0   .   .          !
 2001.4!             + *                      !!          .   . 0 .          !
 2002.1!                + *                   !!          .   .  0.          !
 2002.2!                  +                   !!          .   0   .          !
 2002.3!                  +                   !!          .  0.   .          !
 2002.4!                * +                   !!          . 0 .   .          !
 2003.1!               * +                    !!          . 0 .   .          !
 2003.2!                +   *                 !!          .   .   .0         !
 2003.3!                *   +                 !!          0   .   .          !
 2003.4!                 +  *                 !!          .   .  0.          !
 2004.1!                    +   *             !!          .   .   0          !
 2004.2!                *      +              !!       0  .   .   .          !
 2004.3!                 + *                  !!          .   . 0 .          !
 2004.4!                   +    *             !!          .   .   .0         !
 2005.1!              *        +              !!     0    .   .   .          !
 2005.2!              *+                      !!          .  0.   .          !
 2005.3!           *  +                       !!          .0  .   .          !
 2005.4!            +*                        !!          .   0   .          !
 2006.1!          *  +                        !!          0   .   .          !
 2006.2!           +                          !!          .   0   .          !
 2006.3!         *  +                         !!          .0  .   .          !
 2006.4!           +   *                      !!          .   .   0          !
 2007.1!             * +                      !!          .0  .   .          !
 2007.2!           * +                        !!          . 0 .   .          !
 2007.3!         *  +                         !!          0   .   .          !
 2007.4!          +                           !!          .   0   .          !
 2008.1!           +*                         !!          .   0   .          !
 2008.2!         *   +                        !!          .0  .   .          !
 2008.3!           +                          !!          .   0   .          !
 2008.4!            +                         !!          .   0   .          !
 2009.1!            *+                        !!          . 0 .   .          !
 2009.2!            *+                        !!          .  0.   .          !
 2009.3!         *   +                        !!         0.   .   .          !
 2009.4!          +  *                        !!          .   .  0.          !
 2010.1!         *    +                       !!        0 .   .   .          !
 2010.2!          + *                         !!          .   . 0 .          !
 2010.3!       *     +                        !!        0 .   .   .          !
 2010.4!         +                            !!          .   0   .          !
 2011.1!           +*                         !!          .   .0  .          !
 2011.2!    *        +                        !!     0    .   .   .          !
 2011.3!      +                               !!          .   0   .          !
 2011.4!   *    +                             !!         0.   .   .          !
 2012.1!     +                                !!          .  0.   .          !
 2012.2*       +                              !!      0   .   .   .          !
 2012.3! *+                                   !!          .   0   .          !
 2012.4!  * +                                 !!          . 0 .   .          !


     26.06 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@EQ  2462 LAAFIEG C LAFIEG(-1) PFIEG;SMPL 1966.1 2012.4;OLS;EST 2462 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASEG=ASPX$/EGPMM;                                                      
 GENR LAAASEG=LOG(AAASEG+.00001);                                             
 GENR LAASEG=LOG(AASEG+.00001);                                               
 LHS AAASEG=EXP(LAAASEG)-.00001;                                              
  EQ 2463 LAAASEG C LAASEG(-1) PASEG;                                         
EQUATION 1396  LAAASEG  
   RHS     C  LAASEG(-1)  PASEG  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1396 PLOT=0;END;                                                     

Equation number = 1396
**********************

Dependent variable = LAAASEG 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.001768351

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.081707573       0.228856945  -4.72657     1.000000
14597 LAASEG  ( -1)       0.723683135       0.056037784  12.91420    -4.000491
14595 PASEG   (  0)      -0.021784535       0.166325316  -0.13098     1.146363

SE of equation            =     0.657704030
Sum of squared residuals  =  80.0262994      -0.282796009E-11
Average absolute error    =     0.489509241
Sum of ABS residuals      =  92.0277374    
R squared                 =   0.52666
Durbin-Watson statistic   =   2.27829
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1! *          +                         !!      0   .   .   .          !
 1966.2!     +                                !!          .   0   .          !
 1966.3*         +                            !!       0  .   .   .          !
 1966.4!*   +                                 !!          .0  .   .          !
 1967.1!     +      *                         !!          .   .   .0         !
 1967.2!              +    *                  !!          .   .   0          !
 1967.3!    *              +                  !!    0     .   .   .          !
 1967.4!       +       *                      !!          .   .   .0         !
 1968.1!            *   +                     !!          .0  .   .          !
 1968.2!          *   +                       !!          .0  .   .          !
 1968.3!   *        +                         !!        0 .   .   .          !
 1968.4!       +      *                       !!          .   .   0          !
 1969.1!              *+                      !!          .  0.   .          !
 1969.2!        *      +                      !!         0.   .   .          !
 1969.3!          +  *                        !!          .   . 0 .          !
 1969.4!              *+                      !!          .  0.   .          !
 1970.1!              *+                      !!          .  0.   .          !
 1970.2!        *      +                      !!         0.   .   .          !
 1970.3!           +            *             !!          .   .   .    0     !
 1970.4!                      +     *         !!          .   .   0          !
 1971.1!                         +   *        !!          .   .  0.          !
 1971.2!                          + *         !!          .   . 0 .          !
 1971.3!                          +           *!          .   .   .    0     !
 1971.4!                             *  +     !!          . 0 .   .          !
 1972.1!                          +     *     !!          .   .   0          !
 1972.2!                            +   *     !!          .   . 0 .          !
 1972.3!                            +      *  !!          .   .   .0         !
 1972.4!                          *   +       !!          .0  .   .          !
 1973.1!               *        +             !!        0 .   .   .          !
 1973.2!                +     *               !!          .   .   0          !
 1973.3!                     +    *           !!          .   .  0.          !
 1973.4!  *                    +              !0          .   .   .          !
 1974.1!      +                 *             !!          .   .   .        0 !
 1974.2!                      +   *           !!          .   . 0 .          !
 1974.3!                       +        *     !!          .   .   . 0        !
 1974.4!                      *     +         !!         0.   .   .          !
 1975.1!                     +*               !!          .   .0  .          !
 1975.2!                     + *              !!          .   . 0 .          !
 1975.3!                      +     *         !!          .   .   0          !
 1975.4!                         +  *         !!          .   . 0 .          !
 1976.1!                      *  +            !!          . 0 .   .          !
 1976.2!                     +                !!          .   0   .          !
 1976.3!                    +    *            !!          .   .  0.          !
 1976.4!                       +              !!          .   0   .          !
 1977.1!                     *+               !!          .   0   .          !
 1977.2!                    +   *             !!          .   . 0 .          !
 1977.3!                      +   *           !!          .   .  0.          !
 1977.4!                        +*            !!          .   .0  .          !
 1978.1!                       + *            !!          .   .0  .          !
 1978.2!                       +              !!          .   0   .          !
 1978.3!                     +  *             !!          .   . 0 .          !
 1978.4!                      +*              !!          .   0   .          !
 1979.1!                     +   *            !!          .   .  0.          !
 1979.2!                     * +              !!          . 0 .   .          !
 1979.3!                    +    *            !!          .   .  0.          !
 1979.4!                       +  *           !!          .   . 0 .          !
 1980.1!                        + *           !!          .   . 0 .          !
 1980.2!                       *+             !!          .  0.   .          !
 1980.3!                     +   *            !!          .   .  0.          !
 1980.4!                       +   *          !!          .   .  0.          !
 1981.1!                        *+            !!          .  0.   .          !
 1981.2!                     *+               !!          .  0.   .          !
 1981.3!                    +   *             !!          .   .  0.          !
 1981.4!                      +               !!          .   0   .          !
 1982.1!                  *  +                !!          . 0 .   .          !
 1982.2!                  +  *                !!          .   . 0 .          !
 1982.3!                    +     *           !!          .   .   0          !
 1982.4!                      * +             !!          . 0 .   .          !
 1983.1!                  *  +                !!          . 0 .   .          !
 1983.2!                  +*                  !!          .   .0  .          !
 1983.3!                   + *                !!          .   . 0 .          !
 1983.4!                *   +                 !!          .0  .   .          !
 1984.1!                 +    *               !!          .   .   0          !
 1984.2!                     +                !!          .   0   .          !
 1984.3!                    +  *              !!          .   . 0 .          !
 1984.4!                    * +               !!          .  0.   .          !
 1985.1!                    +*                !!          .   .0  .          !
 1985.2!                    +  *              !!          .   . 0 .          !
 1985.3!                      +    *          !!          .   .  0.          !
 1985.4!                    *   +             !!          .0  .   .          !
 1986.1!                   +     *            !!          .   .   0          !
 1986.2!                       +*             !!          .   .0  .          !
 1986.3!                      +  *            !!          .   . 0 .          !
 1986.4!                    *  +              !!          . 0 .   .          !
 1987.1!                    +*                !!          .   .0  .          !
 1987.2!                    +*                !!          .   0   .          !
 1987.3!                    +    *            !!          .   .  0.          !
 1987.4!                    *  +              !!          . 0 .   .          !
 1988.1!                   +  *               !!          .   . 0 .          !
 1988.2!                  *  +                !!          . 0 .   .          !
 1988.3!                  +  *                !!          .   . 0 .          !
 1988.4!                    + *               !!          .   .0  .          !
 1989.1!                     + *              !!          .   . 0 .          !
 1989.2!                      +  *            !!          .   . 0 .          !
 1989.3!                       +*             !!          .   .0  .          !
 1989.4!                      +               !!          .  0.   .          !
 1990.1!                     + *              !!          .   . 0 .          !
 1990.2!                      +               !!          .   0   .          !
 1990.3!                     +*               !!          .   .0  .          !
 1990.4!                  *  +                !!          . 0 .   .          !
 1991.1!             *    +                   !!          .0  .   .          !
 1991.2!               +*                     !!          .   .0  .          !
 1991.3!                +     *               !!          .   .   0          !
 1991.4!                    *+                !!          .  0.   .          !
 1992.1!                   + *                !!          .   . 0 .          !
 1992.2!                     +                !!          .   0   .          !
 1992.3!                    +  *              !!          .   . 0 .          !
 1992.4!         *           +                !!      0   .   .   .          !
 1993.1!            +      *                  !!          .   .   .0         !
 1993.2!                 * +                  !!          .  0.   .          !
 1993.3!                 +      *             !!          .   .   0          !
 1993.4!                    * +               !!          .  0.   .          !
 1994.1!               *    +                 !!          .0  .   .          !
 1994.2!               *+                     !!          .   0   .          !
 1994.3!                +       *             !!          .   .   .0         !
 1994.4!               *      +               !!         0.   .   .          !
 1995.1!*               +                     !!   0      .   .   .          !
 1995.2!     +                                !!          .   0   .          !
 1995.3!        +      *                      !!          .   .   .0         !
 1995.4!              * +                     !!          .  0.   .          !
 1996.1!               +  *                   !!          .   . 0 .          !
 1996.2!                  +  *                !!          .   . 0 .          !
 1996.3!                     +                !!          .   0   .          !
 1996.4!                    +*                !!          .   .0  .          !
 1997.1!                     + *              !!          .   . 0 .          !
 1997.2!                     *+               !!          .   0   .          !
 1997.3!                *   +                 !!          .0  .   .          !
 1997.4!                *+                    !!          .  0.   .          !
 1998.1!                 +                    !!          .   0   .          !
 1998.2!                 +                    !!          .   0   .          !
 1998.3!                 + *                  !!          .   .0  .          !
 1998.4!                   +   *              !!          .   .  0.          !
 1999.1!                  *   +               !!          .0  .   .          !
 1999.2!                 *+                   !!          .  0.   .          !
 1999.3!                 +    *               !!          .   .  0.          !
 1999.4!                 *   +                !!          .0  .   .          !
 2000.1!                 +                    !!          .   0   .          !
 2000.2!                *+                    !!          .  0.   .          !
 2000.3!                +       *             !!          .   .   .0         !
 2000.4!                 *    +               !!          0   .   .          !
 2001.1!                 +*                   !!          .   .0  .          !
 2001.2!                 *+                   !!          .  0.   .          !
 2001.3!                 +       *            !!          .   .   .0         !
 2001.4!                   *   +              !!          .0  .   .          !
 2002.1!                   +*                 !!          .   0   .          !
 2002.2!                   + *                !!          .   .0  .          !
 2002.3!                    +    *            !!          .   .  0.          !
 2002.4!                 *     +              !!          0   .   .          !
 2003.1!          *       +                   !!        0 .   .   .          !
 2003.2!        *   +                         !!          . 0 .   .          !
 2003.3!           +*                         !!          .   .0  .          !
 2003.4!              +     *                 !!          .   .   0          !
 2004.1!                    +  *              !!          .   . 0 .          !
 2004.2!                     +*               !!          .   0   .          !
 2004.3!                     +                !!          .   0   .          !
 2004.4!            *       +                 !!        0 .   .   .          !
 2005.1!        *     +                       !!          0   .   .          !
 2005.2!          *+                          !!          .   0   .          !
 2005.3!            +     *                   !!          .   .   0          !
 2005.4!             *    +                   !!          .0  .   .          !
 2006.1!              +  *                    !!          .   . 0 .          !
 2006.2!         *       +                    !!        0 .   .   .          !
 2006.3!           + *                        !!          .   .0  .          !
 2006.4!          *   +                       !!          .0  .   .          !
 2007.1!        *   +                         !!          .0  .   .          !
 2007.2!         * +                          !!          .  0.   .          !
 2007.3!            + *                       !!          .   . 0 .          !
 2007.4!      *        +                      !!        0 .   .   .          !
 2008.1!     *   +                            !!          .0  .   .          !
 2008.2!     *   +                            !!          . 0 .   .          !
 2008.3!         +*                           !!          .   .0  .          !
 2008.4!      *     +                         !!          0   .   .          !
 2009.1!      *  +                            !!          . 0 .   .          !
 2009.2!         +                            !!          .   0   .          !
 2009.3!           *+                         !!          .   0   .          !
 2009.4!        *    +                        !!          0   .   .          !
 2010.1!       *   +                          !!          . 0 .   .          !
 2010.2!       *  +                           !!          .0  .   .          !
 2010.3!          +*                          !!          .   .0  .          !
 2010.4!        *    +                        !!          0   .   .          !
 2011.1!          *+                          !!          .   0   .          !
 2011.2!         *  +                         !!          . 0 .   .          !
 2011.3!           +                          !!          .   0   .          !
 2011.4!       *    +                         !!          0   .   .          !
 2012.1!      *   +                           !!          . 0 .   .          !
 2012.2!         +                            !!          .   0   .          !
 2012.3!         * +                          !!          . 0 .   .          !
 2012.4!        *   +                         !!          . 0 .   .          !


     24.47 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@@EQ 2464 LAASOEG C LASOEG(-1) PSOEG;SMPL 1992.3 2012.4;OLS;EST 2464 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOEG=KOPX$/EGPMM;                                                      
 GENR LAAKOEG=LOG(AAKOEG+.00001);                                             
 GENR LAKOEG=LOG(AKOEG+.00001);                                               
 LHS AAKOEG=EXP(LAAKOEG)-.00001;                                              
  EQ 2465 LAAKOEG C LAKOEG(-1) PKOEG;                                         
EQUATION 1397  LAAKOEG  
   RHS     C  LAKOEG(-1)  PKOEG  
 SMPL 1977.3 2012.4;                                                          
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
 OLS;EST 1397 PLOT=0;END;                                                     

Equation number = 1397
**********************

Dependent variable = LAAKOEG 

 1977.3 -   2012.4,    0 missing obs.,  142 obs. used.

Mean of dependent variable       -4.182075195

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.663919392       0.144941932  -4.58059     1.000000
14600 LAKOEG  ( -1)       0.593579795       0.062632523   9.47718    -4.199203
14598 PKOEG   (  0)      -0.723498823       0.125953346  -5.74418     1.417547

SE of equation            =     0.264080964
Sum of squared residuals  =  9.69368703       0.367705866E-11
Average absolute error    =     0.188976117
Sum of ABS residuals      =  26.8346087    
R squared                 =   0.85456
Durbin-Watson statistic   =   2.13039
SMPL and No. Obs.         = 1977.3   2012.4    142

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.3*     +                                !!       0  .   .   .          !
 1977.4!     +    *                           !!          .   .   . 0        !
 1978.1!        *   +                         !!         0.   .   .          !
 1978.2!         +                            !!          .   0   .          !
 1978.3!          +                           !!          .   0   .          !
 1978.4!*          +                          !!  0       .   .   .          !
 1979.1! *  +                                 !!          .0  .   .          !
 1979.2!    +     *                           !!          .   .   .  0       !
 1979.3!           +                          !!          .  0.   .          !
 1979.4!           *+                         !!          .   0   .          !
 1980.1!            *+                        !!          . 0 .   .          !
 1980.2!         *    +                       !!         0.   .   .          !
 1980.3!             +      *                 !!          .   .   .   0      !
 1980.4!                   +                  !!          .   0   .          !
 1981.1!     *            +                   !0          .   .   .          !
 1981.2!        + *                           !!          .   .  0.          !
 1981.3!   *       +                          !!    0     .   .   .          !
 1981.4!       +   *                          !!          .   .   .0         !
 1982.1!        *   +                         !!         0.   .   .          !
 1982.2!          *+                          !!          .  0.   .          !
 1982.3!     *     +                          !!       0  .   .   .          !
 1982.4!         +*                           !!          .   .0  .          !
 1983.1!       *   +                          !!         0.   .   .          !
 1983.2!        * +                           !!          . 0 .   .          !
 1983.3!      *   +                           !!         0.   .   .          !
 1983.4!         +   *                        !!          .   .   0          !
 1984.1!      *     +                         !!       0  .   .   .          !
 1984.2!   *     +                            !!       0  .   .   .          !
 1984.3!      +           *                   !!          .   .   .         0!
 1984.4!               +      *               !!          .   .   .   0      !
 1985.1!    *            +                    !!0         .   .   .          !
 1985.2!   *   +                              !!         0.   .   .          !
 1985.3!       +         *                    !!          .   .   .       0  !
 1985.4!      *         +                     !!  0       .   .   .          !
 1986.1!        *+                            !!          .  0.   .          !
 1986.2!           +*                         !!          .   0   .          !
 1986.3!             *+                       !!          .  0.   .          !
 1986.4!           *  +                       !!          .0  .   .          !
 1987.1!           * +                        !!          . 0 .   .          !
 1987.2!            *+                        !!          .  0.   .          !
 1987.3!          *  +                        !!          0   .   .          !
 1987.4!            +*                        !!          .   0   .          !
 1988.1!       *     +                        !!       0  .   .   .          !
 1988.2!       * +                            !!          .0  .   .          !
 1988.3!       *+                             !!          .  0.   .          !
 1988.4!        + *                           !!          .   . 0 .          !
 1989.1!         +                            !!          .   0   .          !
 1989.2!    *   +                             !!         0.   .   .          !
 1989.3!     +*                               !!          .   .0  .          !
 1989.4!       +  *                           !!          .   .  0.          !
 1990.1!        * +                           !!          . 0 .   .          !
 1990.2!        + *                           !!          .   . 0 .          !
 1990.3!        + *                           !!          .   . 0 .          !
 1990.4!           + *                        !!          .   .  0.          !
 1991.1!      *     +                         !!       0  .   .   .          !
 1991.2!     +   *                            !!          .   .   0          !
 1991.3!       +  *                           !!          .   .   0          !
 1991.4!         +*                           !!          .   . 0 .          !
 1992.1!         + *                          !!          .   .  0.          !
 1992.2!            + *                       !!          .   . 0 .          !
 1992.3!             * +                      !!          . 0 .   .          !
 1992.4!             +*                       !!          .   .0  .          !
 1993.1!             + *                      !!          .   . 0 .          !
 1993.2!               +*                     !!          .   . 0 .          !
 1993.3!               +*                     !!          .   .0  .          !
 1993.4!              +    *                  !!          .   .   .0         !
 1994.1!                +  *                  !!          .   .   0          !
 1994.2!                 +   *                !!          .   .   0          !
 1994.3!                  +  *                !!          .   .  0.          !
 1994.4!                  +    *              !!          .   .   . 0        !
 1995.1!                   + *                !!          .   . 0 .          !
 1995.2!                  +    *              !!          .   .   .  0       !
 1995.3!                   +   *              !!          .   .   0          !
 1995.4!                   +    *             !!          .   .   .0         !
 1996.1!                    + *               !!          .   .  0.          !
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 1996.3!                     +                !!          .   0   .          !
 1996.4!                    +   *             !!          .   .   0          !
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 1997.2!                  +  *                !!          .   .  0.          !
 1997.3!                   +                  !!          .   0   .          !
 1997.4!                       +   *          !!          .   .   .0         !
 1998.1!                              +    *  !!          .   .   . 0        !
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 1998.3!                              * +     !!          .0  .   .          !
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 2002.1!                    *  +              !!          0   .   .          !
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 2002.3!                     * +              !!          .0  .   .          !
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 2003.4!                          +*          !!          .   . 0 .          !
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 2007.4!                              +       !!          .   .0  .          !
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 2008.2!                                +     !!          .   0   .          !
 2008.3!                               *+     !!          .  0.   .          !
 2008.4!                              * +     !!          . 0 .   .          !
 2009.1!                               +      !!          .   0   .          !
 2009.2!                                +*    !!          .   . 0 .          !
 2009.3!                                 +    !!          .   0   .          !
 2009.4!                                 + *  !!          .   . 0 .          !
 2010.1!                                 *+   !!          .  0.   .          !
 2010.2!                                +  *  !!          .   .  0.          !
 2010.3!                                  + * !!          .   . 0 .          !
 2010.4!                                   +  *!          .   .  0.          !
 2011.1!                                  * + !!          .0  .   .          !
 2011.2!                               *  +   !!          .0  .   .          !
 2011.3!                             *  +     !!          0   .   .          !
 2011.4!                               + *    !!          .   .  0.          !
 2012.1!                              *   +   !!          0   .   .          !
 2012.2!                                +     !!          .   0   .          !
 2012.3!                               * +    !!          . 0 .   .          !
 2012.4!                                +  *  !!          .   .  0.          !


     24.65 percent of the residuals exceed 1 SE
      4.93 percent of the residuals exceed 2 SE
@EQ  2466 LAABEEG C LABEEG(-1) PBEEG;SMPL 1966.1 2012.4;OLS;EST 2466 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDEEG=DEPX$Q/EGPMM;                                                     
 GENR LAADEEG=LOG(AADEEG+.00001);                                             
 GENR LADEEG=LOG(ADEEG+.00001);                                               
 LHS AADEEG=EXP(LAADEEG)-.00001;                                              
  EQ 2467 LAADEEG C LADEEG(-1) PDEEG;                                         
EQUATION 1398  LAADEEG  
   RHS     C  LADEEG(-1)  PDEEG  
 SMPL 1970.2 2012.4;                                                          
Sample period is now  1970.2 to  2012.4 Internally:    74 to   244
 OLS;EST 1398 PLOT=0;END;                                                     

Equation number = 1398
**********************

Dependent variable = LAADEEG 

 1970.2 -   2012.4,    0 missing obs.,  171 obs. used.

Mean of dependent variable       -4.929560011

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.336258292       0.283242473  -4.71772     1.000000
14603 LADEEG  ( -1)       0.620000551       0.058819577  10.54072    -4.922596
14601 PDEEG   (  0)      -0.528214321       0.177405126  -2.97745     1.024754

SE of equation            =     0.284093981
Sum of squared residuals  =  13.5591776       0.405613321E-10
Average absolute error    =     0.216238700
Sum of ABS residuals      =  36.9768177    
R squared                 =   0.49137
Durbin-Watson statistic   =   2.24730
SMPL and No. Obs.         = 1970.2   2012.4    171

Plot of actual(*) and fitted(+) values and residuals(0)


 1970.2!                          + *         !!          .   . 0 .          !
 1970.3!              *         +             !!       0  .   .   .          !
 1970.4!              *+                      !!          .  0.   .          !
 1971.1!               *+                     !!          .   0   .          !
 1971.2!                +            *        !!          .   .   .    0     !
 1971.3!                         + *          !!          .   .0  .          !
 1971.4!                       +       *      !!          .   .   .0         !
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 1972.3!                *              +      !!   0      .   .   .          !
 1972.4!                * +                   !!          .  0.   .          !
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 1973.2!        +          *                  !!          .   .   .   0      !
 1973.3!               +            *         !!          .   .   .    0     !
 1973.4!                       +*             !!          .   .0  .          !
 1974.1!         *+                           !!          .  0.   .          !
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 1974.3!         *   +                        !!          .0  .   .          !
 1974.4!    *     +                           !!          0   .   .          !
 1975.1!    *  +                              !!          . 0 .   .          !
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 1975.3!            *  +                      !!          . 0 .   .          !
 1975.4! *            +                       !!     0    .   .   .          !
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 1980.1!               *           +          !!     0    .   .   .          !
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 1980.3!               *+                     !!          .  0.   .          !
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 1981.1!                       +*             !!          .   0   .          !
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 1981.3!                   *    +             !!          0   .   .          !
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 1982.3!              *   +                   !!          0   .   .          !
 1982.4!                 + *                  !!          .   .0  .          !
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 1990.3!              +                    *  !!          .   .   .          0
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 1991.4!            *     +                   !!          0   .   .          !
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 1992.2!                      + *             !!          .   . 0 .          !
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 1992.4!                *       +             !!        0 .   .   .          !
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 1994.4!                      +       *       !!          .   .   . 0        !
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 1995.2!                        +  *          !!          .   . 0 .          !
 1995.3!                        +*            !!          .   .0  .          !
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 2002.3!                 * +                  !!          . 0 .   .          !
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 2003.3!                 * +                  !!          . 0 .   .          !
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 2004.3!            * +                       !!          . 0 .   .          !
 2004.4!              +                       !!          .   0   .          !
 2005.1!        *      +                      !!         0.   .   .          !
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 2005.3!          * +                         !!          .  0.   .          !
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 2006.3!  *        +                          !!        0 .   .   .          !
 2006.4!        +    *                        !!          .   .   0          !
 2007.1!              +   *                   !!          .   .  0.          !
 2007.2!          *      +                    !!         0.   .   .          !
 2007.3!       *    +                         !!          .0  .   .          !
 2007.4!      *   +                           !!          .0  .   .          !
 2008.1!        *+                            !!          .  0.   .          !
 2008.2!      *    +                          !!          .0  .   .          !
 2008.3!   *      +                           !!         0.   .   .          !
 2008.4*        +                             !!       0  .   .   .          !
 2009.1!     +                                !!          .   0   .          !
 2009.2!         + *                          !!          .   .0  .          !
 2009.3!             +                        !!          .   0   .          !
 2009.4!              + *                     !!          .   .0  .          !
 2010.1!        *       +                     !!        0 .   .   .          !
 2010.2!           *+                         !!          .   0   .          !
 2010.3!        *     +                       !!          0   .   .          !
 2010.4!           *+                         !!          .  0.   .          !
 2011.1!          *   +                       !!          .0  .   .          !
 2011.2!         *   +                        !!          .0  .   .          !
 2011.3!           *+                         !!          .  0.   .          !
 2011.4!        *     +                       !!          0   .   .          !
 2012.1!            +                         !!          .   0   .          !
 2012.2!        *     +                       !!         0.   .   .          !
 2012.3!       *    +                         !!          .0  .   .          !
 2012.4!       *    +                         !!          0   .   .          !


     26.32 percent of the residuals exceed 1 SE
      7.02 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOEG=NOPX$Q/EGPMM;                                                     
 GENR LAANOEG=LOG(AANOEG+.00001);                                             
 GENR LANOEG=LOG(ANOEG+.00001);                                               
 LHS AANOEG=EXP(LAANOEG)-.00001;                                              
  EQ 2468 LAANOEG C LANOEG(-1) PNOEG;                                         
EQUATION 1399  LAANOEG  
   RHS     C  LANOEG(-1)  PNOEG  
 SMPL 1978.2 2012.4;                                                          
Sample period is now  1978.2 to  2012.4 Internally:   106 to   244
 OLS;EST 1399 PLOT=0;END;                                                     

Equation number = 1399
**********************

Dependent variable = LAANOEG 

 1978.2 -   2012.4,    0 missing obs.,  139 obs. used.

Mean of dependent variable       -6.205750116

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.316109064       0.462213484  -7.17441     1.000000
14606 LANOEG  ( -1)       0.370949412       0.077902941   4.76169    -6.205420
14604 PNOEG   (  0)      -0.664963140       0.207115247  -3.21059     0.883875

SE of equation            =     0.633240687
Sum of squared residuals  =  54.5351524      -0.668443079E-11
Average absolute error    =     0.459034856
Sum of ABS residuals      =  63.8058449    
R squared                 =   0.25915
Durbin-Watson statistic   =   1.91034
SMPL and No. Obs.         = 1978.2   2012.4    139

Plot of actual(*) and fitted(+) values and residuals(0)


 1978.2!              *   +                   !!          .0  .   .          !
 1978.3!                  + *                 !!          .   .0  .          !
 1978.4!                    +                 *!          .   .   .         0!
 1979.1!                           +     *    !!          .   .   .0         !
 1979.2!                  *      +            !!         0.   .   .          !
 1979.3!                 * +                  !!          . 0 .   .          !
 1979.4!                   +          *       !!          .   .   .    0     !
 1980.1!                       +              *!          .   .   .       0  !
 1980.2!              *           +           !!    0     .   .   .          !
 1980.3!          *      +                    !!        0 .   .   .          !
 1980.4!                +                  *  !!          .   .   .          0
 1981.1!                         +        *   !!          .   .   .  0       !
 1981.2!                 *       +            !!        0 .   .   .          !
 1981.3!              *    +                  !!          0   .   .          !
 1981.4!                 +      *             !!          .   .   . 0        !
 1982.1!                 *   +                !!          .0  .   .          !
 1982.2!            *     +                   !!         0.   .   .          !
 1982.3!                + *                   !!          .   .0  .          !
 1982.4!                *  +                  !!          . 0 .   .          !
 1983.1!                  +    *              !!          .   .   0          !
 1983.2!               *     +                !!          0   .   .          !
 1983.3!              *   +                   !!          .0  .   .          !
 1983.4!                  +                   !!          .   0   .          !
 1984.1!                  *+                  !!          .   0   .          !
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 1984.3!         *        +                   !!       0  .   .   .          !
 1984.4!             *  +                     !!          .0  .   .          !
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 1985.2*               +                      !! 0        .   .   .          !
 1985.3!            +                         !!          .   0   .          !
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 1989.4!                   +*                 !!          .   .0  .          !
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 2003.3!                   * +                !!          . 0 .   .          !
 2003.4!                    +*                !!          .   .0  .          !
 2004.1!                    +                 !!          .  0.   .          !
 2004.2!                 *  +                 !!          . 0 .   .          !
 2004.3!             *    +                   !!          0   .   .          !
 2004.4!                 + *                  !!          .   . 0 .          !
 2005.1!                   + *                !!          .   . 0 .          !
 2005.2!                   +  *               !!          .   .  0.          !
 2005.3!                  *+                  !!          .  0.   .          !
 2005.4!                 +                    !!          .   0   .          !
 2006.1!               *+                     !!          .  0.   .          !
 2006.2!               + *                    !!          .   .0  .          !
 2006.3!              * +                     !!          . 0 .   .          !
 2006.4!                +                     !!          .   0   .          !
 2007.1!                +*                    !!          .   0   .          !
 2007.2!              * +                     !!          . 0 .   .          !
 2007.3!               +  *                   !!          .   . 0 .          !
 2007.4!                +                     !!          .   0   .          !
 2008.1!               +  *                   !!          .   .  0.          !
 2008.2!               +                      !!          .   0   .          !
 2008.3!          *   +                       !!          .0  .   .          !
 2008.4!              +  *                    !!          .   .  0.          !
 2009.1!                 +   *                !!          .   .  0.          !
 2009.2!                   +  *               !!          .   . 0 .          !
 2009.3!                   +*                 !!          .   .0  .          !
 2009.4!                  +*                  !!          .   .0  .          !
 2010.1!                 +  *                 !!          .   . 0 .          !
 2010.2!                  +                   !!          .   0   .          !
 2010.3!               * +                    !!          . 0 .   .          !
 2010.4!               + *                    !!          .   .0  .          !
 2011.1!                +   *                 !!          .   .  0.          !
 2011.2!                +*                    !!          .   0   .          !
 2011.3!           *   +                      !!          .0  .   .          !
 2011.4!             +*                       !!          .   0   .          !
 2012.1!              + *                     !!          .   . 0 .          !
 2012.2!               + *                    !!          .   .0  .          !
 2012.3!               + *                    !!          .   .0  .          !
 2012.4!               +                      !!          .  0.   .          !


     23.02 percent of the residuals exceed 1 SE
      4.32 percent of the residuals exceed 2 SE
@EQ  2469 LAASWEG C LASWEG(-1) PSWEG;SMPL 1966.1 2012.4;OLS;EST 2469 PLOT=0;EN
@EQ  2470 LAAGREG C LAGREG(-1) PGREG;SMPL 1966.1 2012.4;OLS;EST 2470 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIREG=IRPX$Q/EGPMM;                                                     
 GENR LAAIREG=LOG(AAIREG+.00001);                                             
 GENR LAIREG=LOG(AIREG+.00001);                                               
 LHS AAIREG=EXP(LAAIREG)-.00001;                                              
  EQ 2471 LAAIREG C LAIREG(-1) PIREG;                                         
EQUATION 1400  LAAIREG  
   RHS     C  LAIREG(-1)  PIREG  
 SMPL 1973.2 2012.4;                                                          
Sample period is now  1973.2 to  2012.4 Internally:    86 to   244
 OLS;EST 1400 PLOT=0;END;                                                     

Equation number = 1400
**********************

Dependent variable = LAAIREG 

 1973.2 -   2012.4,    0 missing obs.,  159 obs. used.

Mean of dependent variable       -5.541666308

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.468333945       0.295046670  -1.58732     1.000000
14609 LAIREG  ( -1)       0.835263096       0.036661053  22.78339    -5.564930
14607 PIREG   (  0)      -0.362866395       0.264721223  -1.37075     1.171648

SE of equation            =     0.500265018
Sum of squared residuals  =  39.0413537       0.277911028E-11
Average absolute error    =     0.371087540
Sum of ABS residuals      =  59.0029188    
R squared                 =   0.80874
Durbin-Watson statistic   =   2.44974
SMPL and No. Obs.         = 1973.2   2012.4    159

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.2!+     *                               !!          .   .   .  0       !
 1973.3*        +                             !!  0       .   .   .          !
 1973.4!   +     *                            !!          .   .   .  0       !
 1974.1!         + *                          !!          .   . 0 .          !
 1974.2! *          +                         !0          .   .   .          !
 1974.3!    +*                                !!          .   0   .          !
 1974.4!       *+                             !!          .  0.   .          !
 1975.1!      *   +                           !!         0.   .   .          !
 1975.2!    *    +                            !!        0 .   .   .          !
 1975.3!        +  *                          !!          .   .   0          !
 1975.4!              + *                     !!          .   .  0.          !
 1976.1!                  +                   !!          .   0   .          !
 1976.2!                   +  *               !!          .   .   0          !
 1976.3!                  *    +              !!       0  .   .   .          !
 1976.4!                    +      *          !!          .   .   .     0    !
 1977.1!                      *    +          !!       0  .   .   .          !
 1977.2!                *      +              !!     0    .   .   .          !
 1977.3!                  +    *              !!          .   .   .  0       !
 1977.4!                        + *           !!          .   .  0.          !
 1978.1!                        * +           !!          .0  .   .          !
 1978.2!               *        +             !!  0       .   .   .          !
 1978.3!                 +     *              !!          .   .   .   0      !
 1978.4!                       *+             !!          .   0   .          !
 1979.1!                      * +             !!          . 0 .   .          !
 1979.2!                       + *            !!          .   .  0.          !
 1979.3!                          +*          !!          .   . 0 .          !
 1979.4!                       *   +          !!         0.   .   .          !
 1980.1!                     *  +             !!          0   .   .          !
 1980.2!                    * +               !!          . 0 .   .          !
 1980.3!                      +         *     !!          .   .   .         0!
 1980.4!                            *   +     !!         0.   .   .          !
 1981.1!                            +         !!          .   0   .          !
 1981.2!                            +         !!          .   0   .          !
 1981.3!                            +     *   !!          .   .   .  0       !
 1981.4!                                 +    *!          .   .   . 0        !
 1982.1!                              *     + !!       0  .   .   .          !
 1982.2!                              + *     !!          .   . 0 .          !
 1982.3!                              *+      !!          . 0 .   .          !
 1982.4!                              +       !!          .   0   .          !
 1983.1!                              +  *    !!          .   .   .0         !
 1983.2!                                +     !!          .   0   .          !
 1983.3!                                +*    !!          .   . 0 .          !
 1983.4!                                 +    !!          .   0   .          !
 1984.1!                             *  +     !!          .0  .   .          !
 1984.2!                             +    *   !!          .   .   . 0        !
 1984.3!                                 +    !!          .   0   .          !
 1984.4!                                +     !!          .   0   .          !
 1985.1!                                + *   !!          .   .  0.          !
 1985.2!                                 +  * !!          .   .   0          !
 1985.3!                               *   +  !!         0.   .   .          !
 1985.4!                              +*      !!          .   .0  .          !
 1986.1!                              +   *   !!          .   .   .0         !
 1986.2!                                 +  * !!          .   .   0          !
 1986.3!                                *  +  !!          0   .   .          !
 1986.4!                               + *    !!          .   .  0.          !
 1987.1!                                +*    !!          .   .0  .          !
 1987.2!                                +*    !!          .   .0  .          !
 1987.3!                                 +*   !!          .   . 0 .          !
 1987.4!                                 +*   !!          .   .0  .          !
 1988.1!                                *+    !!          . 0 .   .          !
 1988.2!                               +   *  !!          .   .   .0         !
 1988.3!                                  +*  !!          .   . 0 .          !
 1988.4!                                  +   !!          .   0   .          !
 1989.1!                          *      +    !!     0    .   .   .          !
 1989.2!                          +      *    !!          .   .   .    0     !
 1989.3!                                +  *  !!          .   .  0.          !
 1989.4!                                 + *  !!          .   . 0 .          !
 1990.1!                            *     +   !!      0   .   .   .          !
 1990.2!                            +*        !!          .   . 0 .          !
 1990.3!                            +         !!          .   0   .          !
 1990.4!                          * +         !!          .0  .   .          !
 1991.1!                          +  *        !!          .   .   0          !
 1991.2!                             +*       !!          .   . 0 .          !
 1991.3!                             +*       !!          .   .0  .          !
 1991.4!                        *    +        !!        0 .   .   .          !
 1992.1!                        +             !!          .   0   .          !
 1992.2!                         +   *        !!          .   .   .0         !
 1992.3!                            +  *      !!          .   .  0.          !
 1992.4!                              +       !!          .   0   .          !
 1993.1!                              +       !!          .   0   .          !
 1993.2!                              +   *   !!          .   .   .0         !
 1993.3!                                 +*   !!          .   .0  .          !
 1993.4!                                 +  * !!          .   .  0.          !
 1994.1!                                   +* !!          .   .0  .          !
 1994.2!                                  +  *!!          .   .  0.          !
 1994.3!                                   +  !!          .   0   .          !
 1994.4!                                  +   *!          .   .   .0         !
 1995.1!                                  *  +!!          .0  .   .          !
 1995.2!                                 +   *!!          .   .   .0         !
 1995.3!                                  * + !!          . 0 .   .          !
 1995.4!                                 +    !!          .   0   .          !
 1996.1!                              * +     !!          .0  .   .          !
 1996.2!                             +   *    !!          .   .   .0         !
 1996.3!                                +     !!          .   0   .          !
 1996.4!                               +   *  !!          .   .   .0         !
 1997.1!                            *     +   !!      0   .   .   .          !
 1997.2!                            +  *      !!          .   .   0          !
 1997.3!                              +*      !!          .   .0  .          !
 1997.4!                              +   *   !!          .   .   0          !
 1998.1!                                 +    !!          .   0   .          !
 1998.2!                                + *   !!          .   .  0.          !
 1998.3!                                 +    !!          .   0   .          !
 1998.4!                                + *   !!          .   .  0.          !
 1999.1!                                 +*   !!          .   .0  .          !
 1999.2!                                 +*   !!          .   .0  .          !
 1999.3!                                 +    !!          .   0   .          !
 1999.4!                                +    *!!          .   .   . 0        !
 2000.1!                                   *+ !!          .  0.   .          !
 2000.2!                                  +*  !!          .   .0  .          !
 2000.3!                                 *+   !!          .  0.   .          !
 2000.4!                                 +  * !!          .   .   0          !
 2001.1!                                 * +  !!          . 0 .   .          !
 2001.2!                              *  +    !!          0   .   .          !
 2001.3!                           *  +       !!          .0  .   .          !
 2001.4!                           +*         !!          .   .0  .          !
 2002.1!                            +*        !!          .   .0  .          !
 2002.2!                             +*       !!          .   . 0 .          !
 2002.3!                           *  +       !!          0   .   .          !
 2002.4!                           +  *       !!          .   .   0          !
 2003.1!                             *+       !!          . 0 .   .          !
 2003.2!                           * +        !!          . 0 .   .          !
 2003.3!                        *  +          !!          0   .   .          !
 2003.4!                         +            !!          .   0   .          !
 2004.1!                          + *         !!          .   .  0.          !
 2004.2!                         *  +         !!          0   .   .          !
 2004.3!                         *+           !!          .  0.   .          !
 2004.4!                          + *         !!          .   .  0.          !
 2005.1!                          * +         !!          0   .   .          !
 2005.2!                        * +           !!          .0  .   .          !
 2005.3!                        *+            !!          .  0.   .          !
 2005.4!                        *+            !!          .  0.   .          !
 2006.1!                         +            !!          .   0   .          !
 2006.2!                          +           !!          .   0   .          !
 2006.3!                       *   +          !!          0   .   .          !
 2006.4!                        + *           !!          .   . 0 .          !
 2007.1!                          +*          !!          .   0   .          !
 2007.2!                          *+          !!          .  0.   .          !
 2007.3!                        *  +          !!          0   .   .          !
 2007.4!                         +            !!          .   0   .          !
 2008.1!                         *+           !!          .  0.   .          !
 2008.2!                        * +           !!          .0  .   .          !
 2008.3!                       * +            !!          . 0 .   .          !
 2008.4!                        *+            !!          .  0.   .          !
 2009.1!                        +             !!          .   0   .          !
 2009.2!                         +            !!          .  0.   .          !
 2009.3!                         *+           !!          .  0.   .          !
 2009.4!                          +*          !!          .   . 0 .          !
 2010.1!                         * +          !!          .0  .   .          !
 2010.2!                       *  +           !!          0   .   .          !
 2010.3!                     *   +            !!         0.   .   .          !
 2010.4!                      *+              !!          .  0.   .          !
 2011.1!                       + *            !!          .   .  0.          !
 2011.2!                   *      +           !!     0    .   .   .          !
 2011.3!                     +                !!          .  0.   .          !
 2011.4!                      +  *            !!          .   .  0.          !
 2012.1!                        * +           !!          . 0 .   .          !
 2012.2!                     *    +           !!        0 .   .   .          !
 2012.3!                     *+               !!          . 0 .   .          !
 2012.4!                     * +              !!          . 0 .   .          !


     26.42 percent of the residuals exceed 1 SE
      5.66 percent of the residuals exceed 2 SE
@EQ  2472 LAAPOEG C LAPOEG(-1) PPOEG;SMPL 1979.2 2012.4;OLS;EST 2472 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPEG=SPPX$Q/EGPMM;                                                     
 GENR LAASPEG=LOG(AASPEG+.00001);                                             
 GENR LASPEG=LOG(ASPEG+.00001);                                               
 LHS AASPEG=EXP(LAASPEG)-.00001;                                              
  EQ 2473 LAASPEG C LASPEG(-1) PSPEG;                                         
EQUATION 1401  LAASPEG  
   RHS     C  LASPEG(-1)  PSPEG  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1401 PLOT=0;END;                                                     

Equation number = 1401
**********************

Dependent variable = LAASPEG 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.907860543

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.941994621       0.194262689  -4.84908     1.000000
14612 LASPEG  ( -1)       0.747005607       0.050656631  14.74645    -3.909336
14610 PSPEG   (  0)      -0.038094269       0.082971416  -0.45913     1.196245

SE of equation            =     0.328672411
Sum of squared residuals  =  19.9847274      -0.115130128E-10
Average absolute error    =     0.227766307
Sum of ABS residuals      =  42.8200656    
R squared                 =   0.56893
Durbin-Watson statistic   =   2.35018
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                   +*                 !!          .   0   .          !
 1966.2!                    +       *         !!          .   .   .    0     !
 1966.3!                        * +           !!          . 0 .   .          !
 1966.4!              *        +              !!     0    .   .   .          !
 1967.1!             * +                      !!          .0  .   .          !
 1967.2!              + *                     !!          .   . 0 .          !
 1967.3!                *+                    !!          .  0.   .          !
 1967.4!                +              *      !!          .   .   .          0
 1968.1!                        *   +         !!         0.   .   .          !
 1968.2!                       +*             !!          .   . 0 .          !
 1968.3!                       +     *        !!          .   .   . 0        !
 1968.4!                           +*         !!          .   .0  .          !
 1969.1!                          +           *!          .   .   .        0 !
 1969.2!                            *    +    !!        0 .   .   .          !
 1969.3!                          +*          !!          .   . 0 .          !
 1969.4!                          + *         !!          .   .  0.          !
 1970.1!                          +    *      !!          .   .   .0         !
 1970.2!                       *    +         !!        0 .   .   .          !
 1970.3!                      +  *            !!          .   .  0.          !
 1970.4!                        +             !!          .   0   .          !
 1971.1!                       +*             !!          .   . 0 .          !
 1971.2!                 *     +              !!       0  .   .   .          !
 1971.3!            *     +                   !!        0 .   .   .          !
 1971.4!              +   *                   !!          .   .   0          !
 1972.1!                   +   *              !!          .   .   0          !
 1972.2!                      +   *           !!          .   .   0          !
 1972.3!                    *    +            !!         0.   .   .          !
 1972.4!      *             +                 !0          .   .   .          !
 1973.1!          +                           !!          .   0   .          !
 1973.2!            + *                       !!          .   .0  .          !
 1973.3!               +   *                  !!          .   .   0          !
 1973.4!        *          +                  !!   0      .   .   .          !
 1974.1!         *+                           !!          . 0 .   .          !
 1974.2!         * +                          !!          . 0 .   .          !
 1974.3*            +                         !! 0        .   .   .          !
 1974.4!    +      *                          !!          .   .   . 0        !
 1975.1!             +                        !!          .   0   .          !
 1975.2!            *  +                      !!          .0  .   .          !
 1975.3!              +                       !!          .   0   .          !
 1975.4!                +                     !!          .   0   .          !
 1976.1!                 + *                  !!          .   . 0 .          !
 1976.2!           *        +                 !!     0    .   .   .          !
 1976.3!             +                        !!          .  0.   .          !
 1976.4!               +   *                  !!          .   .   .0         !
 1977.1!                *   +                 !!          0   .   .          !
 1977.2!              *  +                    !!          .0  .   .          !
 1977.3!             *  +                     !!          .0  .   .          !
 1977.4!               + *                    !!          .   . 0 .          !
 1978.1!                 *+                   !!          .  0.   .          !
 1978.2!                  +                   !!          .   0   .          !
 1978.3!                  *+                  !!          .  0.   .          !
 1978.4!                 * +                  !!          .  0.   .          !
 1979.1!                 *+                   !!          .  0.   .          !
 1979.2!                  +    *              !!          .   .   .0         !
 1979.3!                      +               !!          .   0   .          !
 1979.4!                      + *             !!          .   . 0 .          !
 1980.1!                    *  +              !!          .0  .   .          !
 1980.2!                    +     *           !!          .   .   .0         !
 1980.3!                      * +             !!          . 0 .   .          !
 1980.4!                      +   *           !!          .   .   0          !
 1981.1!                         +            !!          .   0   .          !
 1981.2!                        +   *         !!          .   .   0          !
 1981.3!                          *+          !!          .   0   .          !
 1981.4!                         +    *       !!          .   .   .0         !
 1982.1!                            +*        !!          .   . 0 .          !
 1982.2!                           +  *       !!          .   . 0 .          !
 1982.3!                            +  *      !!          .   .   0          !
 1982.4!                             +    *   !!          .   .   .0         !
 1983.1!                               +*     !!          .   .0  .          !
 1983.2!                             +        !!          .   0   .          !
 1983.3!                           + *        !!          .   .0  .          !
 1983.4!                           +   *      !!          .   .   0          !
 1984.1!                             +       *!!          .   .   .   0      !
 1984.2!                                *+    !!          .  0.   .          !
 1984.3!                             +      * !!          .   .   .  0       !
 1984.4!                            *   +     !!          0   .   .          !
 1985.1!                          +   *       !!          .   .   0          !
 1985.2!                            +     *   !!          .   .   . 0        !
 1985.3!                            * +       !!          . 0 .   .          !
 1985.4!                          +  *        !!          .   .  0.          !
 1986.1!                       *   +          !!         0.   .   .          !
 1986.2!                     *+               !!          .  0.   .          !
 1986.3!                   * +                !!          . 0 .   .          !
 1986.4!                   +   *              !!          .   .   0          !
 1987.1!                      *+              !!          .   0   .          !
 1987.2!                      +*              !!          .   .0  .          !
 1987.3!               *       +              !!       0  .   .   .          !
 1987.4!                 +                    !!          .   0   .          !
 1988.1!                  +                   !!          .   0   .          !
 1988.2!                   +                  !!          .   0   .          !
 1988.3!            *      +                  !!      0   .   .   .          !
 1988.4!              +   *                   !!          .   .   0          !
 1989.1!                  +*                  !!          .   0   .          !
 1989.2!                  *+                  !!          . 0 .   .          !
 1989.3!            *      +                  !!       0  .   .   .          !
 1989.4!              + *                     !!          .   . 0 .          !
 1990.1!               * +                    !!          .0  .   .          !
 1990.2!         *      +                     !!       0  .   .   .          !
 1990.3!            +  *                      !!          .   .  0.          !
 1990.4!                *+                    !!          .  0.   .          !
 1991.1!             *   +                    !!          0   .   .          !
 1991.2!               +*                     !!          .   .0  .          !
 1991.3!               * +                    !!          . 0 .   .          !
 1991.4!                +                     !!          .   0   .          !
 1992.1!               * +                    !!          .0  .   .          !
 1992.2!               *+                     !!          .  0.   .          !
 1992.3!                *+                    !!          .   0   .          !
 1992.4!                 +                    !!          .  0.   .          !
 1993.1!                  +*                  !!          .   .0  .          !
 1993.2!                   *+                 !!          .  0.   .          !
 1993.3!                  *+                  !!          . 0 .   .          !
 1993.4!                  + *                 !!          .   .0  .          !
 1994.1!                    +*                !!          .   0   .          !
 1994.2!                     +*               !!          .   .0  .          !
 1994.3!                     *+               !!          .  0.   .          !
 1994.4!                   * +                !!          . 0 .   .          !
 1995.1!                   + *                !!          .   . 0 .          !
 1995.2!                   * +                !!          .0  .   .          !
 1995.3!                   +*                 !!          .   0   .          !
 1995.4!                    +  *              !!          .   .  0.          !
 1996.1!                   *  +               !!          0   .   .          !
 1996.2!                   +                  !!          .   0   .          !
 1996.3!                    +*                !!          .   .0  .          !
 1996.4!                     +*               !!          .   .0  .          !
 1997.1!                   * +                !!          .0  .   .          !
 1997.2!                   +*                 !!          .   .0  .          !
 1997.3!                    +                 !!          .   0   .          !
 1997.4!                    +*                !!          .   0   .          !
 1998.1!                     +*               !!          .   .0  .          !
 1998.2!                     +*               !!          .   .0  .          !
 1998.3!                   *  +               !!          . 0 .   .          !
 1998.4!                   *+                 !!          .  0.   .          !
 1999.1!                    + *               !!          .   .  0.          !
 1999.2!                      + *             !!          .   . 0 .          !
 1999.3!                       +              !!          .   0   .          !
 1999.4!                       +*             !!          .   . 0 .          !
 2000.1!                        +*            !!          .   .0  .          !
 2000.2!                       *+             !!          .  0.   .          !
 2000.3!                      *+              !!          .   0   .          !
 2000.4!                     *+               !!          . 0 .   .          !
 2001.1!                     +  *             !!          .   .  0.          !
 2001.2!                      *+              !!          .  0.   .          !
 2001.3!                     *+               !!          .  0.   .          !
 2001.4!                     +*               !!          .   .0  .          !
 2002.1!                      +               !!          .   0   .          !
 2002.2!                     *+               !!          .   0   .          !
 2002.3!                     +                !!          .   0   .          !
 2002.4!                     +*               !!          .   .0  .          !
 2003.1!                      +   *           !!          .   .   0          !
 2003.2!                      *  +            !!          .0  .   .          !
 2003.3!                     *+               !!          .  0.   .          !
 2003.4!                     +  *             !!          .   .  0.          !
 2004.1!                      *+              !!          .  0.   .          !
 2004.2!                      +            *  !!          .   .   .        0 !
 2004.3!                        *       +     !!      0   .   .   .          !
 2004.4!                       +  *           !!          .   .  0.          !
 2005.1!                      * +             !!          .0  .   .          !
 2005.2!                 *    +               !!          0   .   .          !
 2005.3!                  +   *               !!          .   .   0          !
 2005.4!                   *  +               !!          .0  .   .          !
 2006.1!                   +  *               !!          .   . 0 .          !
 2006.2!              *       +               !!       0  .   .   .          !
 2006.3!                +  *                  !!          .   . 0 .          !
 2006.4!                   +                  !!          .   0   .          !
 2007.1!                 * +                  !!          . 0 .   .          !
 2007.2!                * +                   !!          . 0 .   .          !
 2007.3!                 +*                   !!          .   .0  .          !
 2007.4!                   +                  !!          .   0   .          !
 2008.1!                   +*                 !!          .   0   .          !
 2008.2!                *   +                 !!          0   .   .          !
 2008.3!                  + *                 !!          .   . 0 .          !
 2008.4!                    +                 !!          .   0   .          !
 2009.1!                    +*                !!          .   .0  .          !
 2009.2!                     + *              !!          .   . 0 .          !
 2009.3!                     *+               !!          .  0.   .          !
 2009.4!                     + *              !!          .   . 0 .          !
 2010.1!                    * +               !!          .0  .   .          !
 2010.2!                    + *               !!          .   . 0 .          !
 2010.3!                   *  +               !!          .0  .   .          !
 2010.4!                   + *                !!          .   . 0 .          !
 2011.1!                   * +                !!          .  0.   .          !
 2011.2!                 *  +                 !!          .0  .   .          !
 2011.3!                  +*                  !!          .   0   .          !
 2011.4!                   +                  !!          .  0.   .          !
 2012.1!                   +*                 !!          .   .0  .          !
 2012.2!                    +*                !!          .   .0  .          !
 2012.3!                     +                !!          .   0   .          !
 2012.4!                     + *              !!          .   . 0 .          !


     23.94 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ  2474 LAANZEG C LANZEG(-1) PNZEG;SMPL 1975.4 2012.4;OLS;EST 2474 PLOT=0;EN
@@EQ 2475 LAASAEG C LASAEG(-1) PSAEG;SMPL 1973.3 2012.4;OLS;EST 2475 PLOT=0;EN
@@EQ 2476 LAAVEEG C LAVEEG(-1) PVEEG;SMPL 2000.3 2012.4;OLS;EST 2476 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCOEG=COPX$Q/EGPMM;                                                     
 GENR LAACOEG=LOG(AACOEG+.00001);                                             
 GENR LACOEG=LOG(ACOEG+.00001);                                               
 LHS AACOEG=EXP(LAACOEG)-.00001;                                              
  EQ 2477 LAACOEG C LACOEG(-1) PCOEG;                                         
EQUATION 1402  LAACOEG  
   RHS     C  LACOEG(-1)  PCOEG  
 SMPL 1988.4 2012.4;                                                          
Sample period is now  1988.4 to  2012.4 Internally:   148 to   244
 OLS;EST 1402 PLOT=0;END;                                                     

Equation number = 1402
**********************

Dependent variable = LAACOEG 

 1988.4 -   2012.4,    0 missing obs.,   97 obs. used.

Mean of dependent variable       -9.778368905

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.200018655       0.777523210  -2.82952     1.000000
14615 LACOEG  ( -1)       0.739265065       0.068832318  10.74009    -9.772272
14613 PCOEG   (  0)      -0.307353827       0.344471304  -0.89225     1.151934

SE of equation            =     0.557075704
Sum of squared residuals  =  29.1713340      -0.730082661E-11
Average absolute error    =     0.317734108
Sum of ABS residuals      =  30.8202085    
R squared                 =   0.55341
Durbin-Watson statistic   =   1.77757
SMPL and No. Obs.         = 1988.4   2012.4     97

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.4! *           +                        !!       0   .  .  .           !
 1989.1!   +  *                               !!           .  . 0.           !
 1989.2!       +                              !!           .  0  .           !
 1989.3!       *+                             !!           . 0.  .           !
 1989.4!        + *                           !!           .  .0 .           !
 1990.1*          +                           !!        0  .  .  .           !
 1990.2*  +                                   !!           . 0.  .           !
 1990.3!* +                                   !!           . 0.  .           !
 1990.4! *+                                   !!           . 0.  .           !
 1991.1!   +                                  !!           .  0  .           !
 1991.2!     +                                !!           .  0  .           !
 1991.3!    * +                               !!           . 0.  .           !
 1991.4!    * +                               !!           . 0.  .           !
 1992.1!      +    *                          !!           .  . 0.           !
 1992.2!            +                         !!           .  0  .           !
 1992.3!            +                         !!           .  0  .           !
 1992.4!           *+                         !!           .  0  .           !
 1993.1!     *      +                         !!           0  .  .           !
 1993.2!     *  +                             !!           . 0.  .           !
 1993.3!    *   +                             !!           .0 .  .           !
 1993.4!     * +                              !!           . 0.  .           !
 1994.1!       +            *                 !!           .  .  .   0       !
 1994.2!                  +                   !!           .  0  .           !
 1994.3!               +                      !!           .  0  .           !
 1994.4!              +*                      !!           .  .0 .           !
 1995.1!      *       +                       !!          0.  .  .           !
 1995.2!      *+                              !!           .  0  .           !
 1995.3!      *+                              !!           . 0.  .           !
 1995.4!       +                              !!           .  0  .           !
 1996.1!        +       *                     !!           .  .  .0          !
 1996.2!              +  *                    !!           .  .0 .           !
 1996.3!               +                      !!           .  0  .           !
 1996.4!              + *                     !!           .  .0 .           !
 1997.1!              +           *           !!           .  .  .  0        !
 1997.2!                     +    *           !!           .  .  0           !
 1997.3!                     +   *            !!           .  . 0.           !
 1997.4!                     +    *           !!           .  .  0           !
 1998.1!     *                +               !!     0     .  .  .           !
 1998.2!      +                               !!           .  0  .           !
 1998.3!     * +                              !!           . 0.  .           !
 1998.4!     * +                              !!           . 0.  .           !
 1999.1!  *   +                               !!           .0 .  .           !
 1999.2!  * +                                 !!           . 0.  .           !
 1999.3!   *+                                 !!           . 0.  .           !
 1999.4!    *+                                !!           . 0.  .           !
 2000.1!*    +                                !!           0  .  .           !
 2000.2! * +                                  !!           . 0.  .           !
 2000.3! * +                                  !!           . 0.  .           !
 2000.4!  *+                                  !!           . 0.  .           !
 2001.1!    +   *                             !!           .  . 0.           !
 2001.2!        +                             !!           .  0  .           !
 2001.3!        *+                            !!           .  0  .           !
 2001.4!        *+                            !!           . 0.  .           !
 2002.1!       *+                             !!           . 0.  .           !
 2002.2!       *+                             !!           .  0  .           !
 2002.3!      * +                             !!           . 0.  .           !
 2002.4!        +                             !!           .  0  .           !
 2003.1!         +                           *!!           .  .  .           0
 2003.2!                               +      *!           .  .  .0          !
 2003.3!                               +     *!!           .  .  0           !
 2003.4!                               +      *!           .  .  .0          !
 2004.1!           *                   +      !!    0      .  .  .           !
 2004.2!           +*                         !!           .  0  .           !
 2004.3!            +                         !!           .  0  .           !
 2004.4!            +*                        !!           .  0  .           !
 2005.1!          * +                         !!           . 0.  .           !
 2005.2!          +                           !!           .  0  .           !
 2005.3!          +                           !!           .  0  .           !
 2005.4!          +                           !!           .  0  .           !
 2006.1!          +                           !!           .  0  .           !
 2006.2!          +*                          !!           .  0  .           !
 2006.3!          +                           !!           .  0  .           !
 2006.4!          +                           !!           .  0  .           !
 2007.1! *        +                           !!         0 .  .  .           !
 2007.2!  *+                                  !!           . 0.  .           !
 2007.3! *  +                                 !!           . 0.  .           !
 2007.4!  *+                                  !!           . 0.  .           !
 2008.1!    + *                               !!           .  .0 .           !
 2008.2!      *+                              !!           .  0  .           !
 2008.3!     * +                              !!           . 0.  .           !
 2008.4!     *+                               !!           . 0.  .           !
 2009.1!      +     *                         !!           .  .  0           !
 2009.2!           +                          !!           .  0  .           !
 2009.3!          +*                          !!           .  0  .           !
 2009.4!          +*                          !!           .  .0 .           !
 2010.1!          +                           !!           .  0  .           !
 2010.2!         +*                           !!           .  .0 .           !
 2010.3!         +                            !!           .  0  .           !
 2010.4!         +*                           !!           .  .0 .           !
 2011.1!          +            *              !!           .  .  .   0       !
 2011.2!                   +   *              !!           .  . 0.           !
 2011.3!                   +   *              !!           .  . 0.           !
 2011.4!                   +   *              !!           .  . 0.           !
 2012.1!         *         +                  !!         0 .  .  .           !
 2012.2!        +                             !!           .  0  .           !
 2012.3!        +                             !!           .  0  .           !
 2012.4!        +*                            !!           .  0  .           !


     17.53 percent of the residuals exceed 1 SE
      6.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJOEG=JOPX$Q/EGPMM;                                                     
 GENR LAAJOEG=LOG(AAJOEG+.00001);                                             
 GENR LAJOEG=LOG(AJOEG+.00001);                                               
 LHS AAJOEG=EXP(LAAJOEG)-.00001;                                              
  EQ 2478 LAAJOEG C LAJOEG(-1) PJOEG;                                         
EQUATION 1403  LAAJOEG  
   RHS     C  LAJOEG(-1)  PJOEG  
 SMPL 1984.2 2012.4;                                                          
Sample period is now  1984.2 to  2012.4 Internally:   130 to   244
 OLS;EST 1403 PLOT=0;END;                                                     

Equation number = 1403
**********************

Dependent variable = LAAJOEG 

 1984.2 -   2012.4,    0 missing obs.,  115 obs. used.

Mean of dependent variable       -6.760116303

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.161475975       0.285811545  -4.06378     1.000000
14618 LAJOEG  ( -1)       0.805942214       0.038786207  20.77909    -6.792519
14616 PJOEG   (  0)      -0.107959182       0.108598693  -0.99411     1.151011

SE of equation            =     0.339665770
Sum of squared residuals  =  12.9217576      -0.278763679E-10
Average absolute error    =     0.216561974
Sum of ABS residuals      =  24.9046271    
R squared                 =   0.79614
Durbin-Watson statistic   =   1.78972
SMPL and No. Obs.         = 1984.2   2012.4    115

Plot of actual(*) and fitted(+) values and residuals(0)


 1984.2*         +                            !0           .  .  .           !
 1984.3!     +*                               !!           .  . 0.           !
 1984.4!          +     *                     !!           .  .  .      0    !
 1985.1!                   +    *             !!           .  .  .    0      !
 1985.2!                      *  +            !!          0.  .  .           !
 1985.3!                       +*             !!           .  .0 .           !
 1985.4!                         +            !!           .  .0 .           !
 1986.1!                          +           !!           .  0  .           !
 1986.2!                          + *         !!           .  .  0           !
 1986.3!                          * +         !!          0.  .  .           !
 1986.4!                          +   *       !!           .  .  .  0        !
 1987.1!                              +      *!!           .  .  .      0    !
 1987.2!                                   +* !!           .  . 0.           !
 1987.3!                                   + *!!           .  .  0           !
 1987.4!                                   +  *!           .  .  .0          !
 1988.1!                                 *  + !!         0 .  .  .           !
 1988.2!                           *     +    !!     0     .  .  .           !
 1988.3!                           + *        !!           .  . 0.           !
 1988.4!                             +      * !!           .  .  .       0   !
 1989.1!                                * +   !!           0  .  .           !
 1989.2!                                +*    !!           .  . 0.           !
 1989.3!                              * +     !!           0  .  .           !
 1989.4!                              +  *    !!           .  .  . 0         !
 1990.1!                              * +     !!          0.  .  .           !
 1990.2!                              +       !!           .  0  .           !
 1990.3!                           * +        !!           0  .  .           !
 1990.4!                            +         !!           .  .0 .           !
 1991.1!                        *   +         !!       0   .  .  .           !
 1991.2!                       * +            !!           0  .  .           !
 1991.3!                        +             !!           .  0  .           !
 1991.4!                         +            !!           .  0  .           !
 1992.1!                       *  +           !!          0.  .  .           !
 1992.2!                        +             !!           .  0  .           !
 1992.3!                      *  +            !!          0.  .  .           !
 1992.4!                        +             !!           .  .0 .           !
 1993.1!                      *  +            !!         0 .  .  .           !
 1993.2!                       +              !!           . 0.  .           !
 1993.3!                        +             !!           .  0  .           !
 1993.4!                         +            !!           .  .0 .           !
 1994.1!                       *  +           !!         0 .  .  .           !
 1994.2!                       *+             !!           . 0.  .           !
 1994.3!                       *+             !!           .0 .  .           !
 1994.4!                       *+             !!           .  0  .           !
 1995.1!                        +             !!           . 0.  .           !
 1995.2!                        +             !!           .  0  .           !
 1995.3!                         +            !!           .  0  .           !
 1995.4!                         *+           !!           . 0.  .           !
 1996.1!                          +           !!           .  0  .           !
 1996.2!                          +*          !!           .  .0 .           !
 1996.3!                           +          !!           .  0  .           !
 1996.4!                          *+          !!           . 0.  .           !
 1997.1!                           +          !!           .  0  .           !
 1997.2!                           +          !!           .  0  .           !
 1997.3!                           +          !!           .  0  .           !
 1997.4!                            +         !!           .  0  .           !
 1998.1!                          * +         !!           0  .  .           !
 1998.2!                          +           !!           .  0  .           !
 1998.3!                           +          !!           .  0  .           !
 1998.4!                           +          !!           . 0.  .           !
 1999.1!                          *+          !!           . 0.  .           !
 1999.2!                           +          !!           .  0  .           !
 1999.3!                           +          !!           .  0  .           !
 1999.4!                            +         !!           .  .0 .           !
 2000.1!                           *+         !!           .0 .  .           !
 2000.2!                           + *        !!           .  . 0.           !
 2000.3!                             +        !!           .  .0 .           !
 2000.4!                             +        !!           .  0  .           !
 2001.1!                           * +        !!           .0 .  .           !
 2001.2!                            +         !!           .  .0 .           !
 2001.3!                            +*        !!           .  .0 .           !
 2001.4!                            *+        !!           .  0  .           !
 2002.1!                          * +         !!           0  .  .           !
 2002.2!                           +*         !!           .  . 0.           !
 2002.3!                            +         !!           .  0  .           !
 2002.4!                            +         !!           .  0  .           !
 2003.1!                            +*        !!           .  0  .           !
 2003.2!                             + *      !!           .  .  .0          !
 2003.3!                              +       !!           .  0  .           !
 2003.4!                              +       !!           . 0.  .           !
 2004.1!                           * +        !!           0  .  .           !
 2004.2!                            +*        !!           .  . 0.           !
 2004.3!                             +        !!           .  0  .           !
 2004.4!                             +*       !!           .  . 0.           !
 2005.1!                              +*      !!           .  .  0           !
 2005.2!                              *+      !!           . 0.  .           !
 2005.3!                             +*       !!           .  0  .           !
 2005.4!                            *+        !!           . 0.  .           !
 2006.1!                            +*        !!           .  .0 .           !
 2006.2!                             +  *     !!           .  .  . 0         !
 2006.3!                             * +      !!           0  .  .           !
 2006.4!                             +        !!           .  0  .           !
 2007.1!                            *+        !!           .  0  .           !
 2007.2!                            +         !!           .  0  .           !
 2007.3!                            + *       !!           .  .  0           !
 2007.4!                              +       !!           .  .0 .           !
 2008.1!                             *+       !!           .0 .  .           !
 2008.2!                            +*        !!           .  .0 .           !
 2008.3!                           *+         !!           .0 .  .           !
 2008.4!                          *+          !!           . 0.  .           !
 2009.1!                         +            !!           . 0.  .           !
 2009.2!                         +*           !!           .  . 0.           !
 2009.3!                          + *         !!           .  .  .0          !
 2009.4!                            +*        !!           .  .0 .           !
 2010.1!                            + *       !!           .  .  0           !
 2010.2!                             + *      !!           .  . 0.           !
 2010.3!                             *+       !!           .0 .  .           !
 2010.4!                            +         !!           .  0  .           !
 2011.1!                           *+         !!           .0 .  .           !
 2011.2!                           + *        !!           .  .  .0          !
 2011.3!                            *+        !!           . 0.  .           !
 2011.4!                            +         !!           .  0  .           !
 2012.1!                           *+         !!           . 0.  .           !
 2012.2!                           +*         !!           .  . 0.           !
 2012.3!                            +         !!           . 0.  .           !
 2012.4!                           +          !!           .  0  .           !


     20.00 percent of the residuals exceed 1 SE
      6.09 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSYEG=SYPX$Q/EGPMM;                                                     
 GENR LAASYEG=LOG(AASYEG+.00001);                                             
 GENR LASYEG=LOG(ASYEG+.00001);                                               
 LHS AASYEG=EXP(LAASYEG)-.00001;                                              
  EQ 2479 LAASYEG C LASYEG(-1) PSYEG;                                         
EQUATION 1404  LAASYEG  
   RHS     C  LASYEG(-1)  PSYEG  
 SMPL 1990.3 2012.4;                                                          
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
 OLS;EST 1404 PLOT=0;END;                                                     

Equation number = 1404
**********************

Dependent variable = LAASYEG 

 1990.3 -   2012.4,    0 missing obs.,   90 obs. used.

Mean of dependent variable       -5.908103582

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.903246904       0.445750384  -2.02635     1.000000
14621 LASYEG  ( -1)       0.709070895       0.074801826   9.47933    -5.926965
14619 PSYEG   (  0)      -0.722677381       0.392578417  -1.84085     1.110064

SE of equation            =     0.596482497
Sum of squared residuals  =  30.9538491      -0.591748872E-11
Average absolute error    =     0.337549047
Sum of ABS residuals      =  30.3794143    
R squared                 =   0.62768
Durbin-Watson statistic   =   1.79784
SMPL and No. Obs.         = 1990.3   2012.4     90

Plot of actual(*) and fitted(+) values and residuals(0)


 1990.3!            +    *                    !!          .   .   .0         !
 1990.4!                 +             *      !!          .   .   .       0  !
 1991.1!                  *        +          !!       0  .   .   .          !
 1991.2!*                +                    !0          .   .   .          !
 1991.3*     +                                !!         0.   .   .          !
 1991.4!     +            *                   !!          .   .   .      0   !
 1992.1!                   +                  !!          .   0   .          !
 1992.2!      *             +                 !!  0       .   .   .          !
 1992.3!        *  +                          !!          .0  .   .          !
 1992.4!             +         *              !!          .   .   .    0     !
 1993.1!           *           +              !!    0     .   .   .          !
 1993.2!               +                      !!          .   0   .          !
 1993.3!           *     +                    !!         0.   .   .          !
 1993.4!               +   *                  !!          .   .  0.          !
 1994.1!                 *  +                 !!          .0  .   .          !
 1994.2!                  *+                  !!          .  0.   .          !
 1994.3!                   *+                 !!          .  0.   .          !
 1994.4!                   *+                 !!          .  0.   .          !
 1995.1!                 *  +                 !!          .0  .   .          !
 1995.2!                * +                   !!          .  0.   .          !
 1995.3!              *  +                    !!          . 0 .   .          !
 1995.4!               *+                     !!          .   0   .          !
 1996.1!              * +                     !!          . 0 .   .          !
 1996.2!              *+                      !!          .  0.   .          !
 1996.3!               +                      !!          .   0   .          !
 1996.4!               *+                     !!          .  0.   .          !
 1997.1!                 +*                   !!          .   .0  .          !
 1997.2!                 * +                  !!          .  0.   .          !
 1997.3!                  *+                  !!          .  0.   .          !
 1997.4!                  *+                  !!          .  0.   .          !
 1998.1!                 * +                  !!          .  0.   .          !
 1998.2!                * +                   !!          . 0 .   .          !
 1998.3!                *+                    !!          .  0.   .          !
 1998.4!                *+                    !!          .  0.   .          !
 1999.1!                *+                    !!          .  0.   .          !
 1999.2!                 +                    !!          .   0   .          !
 1999.3!                  +*                  !!          .   .0  .          !
 1999.4!                   +                  !!          .   0   .          !
 2000.1!                 * +                  !!          . 0 .   .          !
 2000.2!                  +                   !!          .   0   .          !
 2000.3!                  + *                 !!          .   .0  .          !
 2000.4!                    +                 !!          .   .0  .          !
 2001.1!                    +                 !!          .   0   .          !
 2001.2!                   +*                 !!          .   .0  .          !
 2001.3!                   *+                 !!          .   0   .          !
 2001.4!                   +                  !!          .   0   .          !
 2002.1!                  +                   !!          .   0   .          !
 2002.2!                  +*                  !!          .   0   .          !
 2002.3!                  *+                  !!          .   0   .          !
 2002.4!                  +*                  !!          .   .0  .          !
 2003.1!                   +     *            !!          .   .   .0         !
 2003.2!                        +             !!          .   0   .          !
 2003.3!                       +              !!          .   0   .          !
 2003.4!                       + *            !!          .   . 0 .          !
 2004.1!                        +           * !!          .   .   .     0    !
 2004.2!                                +     *!          .   .   .0         !
 2004.3!                                 +   *!!          .   .  0.          !
 2004.4!                                 + *  !!          .   . 0 .          !
 2005.1!                          *     +     !!         0.   .   .          !
 2005.2!                         +*           !!          .   .0  .          !
 2005.3!                         +*           !!          .   .0  .          !
 2005.4!                         +*           !!          .   .0  .          !
 2006.1!                         +  *         !!          .   . 0 .          !
 2006.2!                           +*         !!          .   .0  .          !
 2006.3!                           +*         !!          .   .0  .          !
 2006.4!                           +*         !!          .   0   .          !
 2007.1!                         * +          !!          . 0 .   .          !
 2007.2!                        *+            !!          .   0   .          !
 2007.3!                        *+            !!          .  0.   .          !
 2007.4!                        +*            !!          .   .0  .          !
 2008.1!                          +           !!          .   .0  .          !
 2008.2!                           +  *       !!          .   . 0 .          !
 2008.3!                             +*       !!          .   .0  .          !
 2008.4!                            +         !!          .   0   .          !
 2009.1!                           +*         !!          .   .0  .          !
 2009.2!                           +*         !!          .   .0  .          !
 2009.3!                           + *        !!          .   . 0 .          !
 2009.4!                            + *       !!          .   .0  .          !
 2010.1!                            +*        !!          .   .0  .          !
 2010.2!                            +*        !!          .   0   .          !
 2010.3!                            +*        !!          .   .0  .          !
 2010.4!                            + *       !!          .   .0  .          !
 2011.1!                             +        !!          .   0   .          !
 2011.2!                             +*       !!          .   .0  .          !
 2011.3!                             +*       !!          .   .0  .          !
 2011.4!                             +*       !!          .   0   .          !
 2012.1!                         *   +        !!          .0  .   .          !
 2012.2!                          +           !!          .   0   .          !
 2012.3!                         *+           !!          .   0   .          !
 2012.4!                         *+           !!          .   0   .          !


     15.56 percent of the residuals exceed 1 SE
      7.78 percent of the residuals exceed 2 SE
@EQ  2480 LAAIDEG C LAIDEG(-1) PIDEG;SMPL 1966.1 2012.4;OLS;EST 2480 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAEG=MAPX$Q/EGPMM;                                                     
 GENR LAAMAEG=LOG(AAMAEG+.00001);                                             
 GENR LAMAEG=LOG(AMAEG+.00001);                                               
 LHS AAMAEG=EXP(LAAMAEG)-.00001;                                              
  EQ 2481 LAAMAEG C LAMAEG(-1) PMAEG;                                         
EQUATION 1405  LAAMAEG  
   RHS     C  LAMAEG(-1)  PMAEG  
 SMPL 1976.4 2012.4;                                                          
Sample period is now  1976.4 to  2012.4 Internally:   100 to   244
 OLS;EST 1405 PLOT=0;END;                                                     

Equation number = 1405
**********************

Dependent variable = LAAMAEG 

 1976.4 -   2012.4,    0 missing obs.,  145 obs. used.

Mean of dependent variable       -5.086468386

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.064937997       0.221353625   0.29337     1.000000
14624 LAMAEG  ( -1)       0.731189481       0.051119051  14.30366    -5.101463
14622 PMAEG   (  0)      -1.220849597       0.278147424  -4.38922     1.164165

SE of equation            =     0.582243555
Sum of squared residuals  =  48.1390731       0.310862447E-11
Average absolute error    =     0.411698471
Sum of ABS residuals      =  59.6962783    
R squared                 =   0.83514
Durbin-Watson statistic   =   2.67540
SMPL and No. Obs.         = 1976.4   2012.4    145

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.4!               +                      !!          .   0   .          !
 1977.1!          *   +                       !!          0   .   .          !
 1977.2!           +  *                       !!          .   .  0.          !
 1977.3!        *   +                         !!          0   .   .          !
 1977.4!          +   *                       !!          .   .   0          !
 1978.1!         *     +                      !!        0 .   .   .          !
 1978.2!        *  +                          !!          . 0 .   .          !
 1978.3!          +      *                    !!          .   .   .  0       !
 1978.4!       *        +                     !!     0    .   .   .          !
 1979.1!         +       *                    !!          .   .   .    0     !
 1979.2!      *        +                      !!     0    .   .   .          !
 1979.3!       +    *                         !!          .   .   . 0        !
 1979.4!          * +                         !!          . 0 .   .          !
 1980.1!    *     +                           !!       0  .   .   .          !
 1980.2!     *+                               !!          .  0.   .          !
 1980.3!        +  *                          !!          .   .   0          !
 1980.4!             +  *                     !!          .   .   0          !
 1981.1!   *            +                     !!0         .   .   .          !
 1981.2!     +                                !!          .   0   .          !
 1981.3!      *+                              !!          . 0 .   .          !
 1981.4!        +*                            !!          .   . 0 .          !
 1982.1!          +   *                       !!          .   .   0          !
 1982.2!    *         +                       !!   0      .   .   .          !
 1982.3!       + *                            !!          .   . 0 .          !
 1982.4!        *  +                          !!          .0  .   .          !
 1983.1*          +                           !!  0       .   .   .          !
 1983.2!     +     *                          !!          .   .   .  0       !
 1983.3!          *  +                        !!          . 0 .   .          !
 1983.4!           + *                        !!          .   .  0.          !
 1984.1!           +   *                      !!          .   .   0          !
 1984.2!           +    *                     !!          .   .   .0         !
 1984.3!             + *                      !!          .   . 0 .          !
 1984.4!        *     +                       !!        0 .   .   .          !
 1985.1!         +             *              !!          .   .   .          0
 1985.2!       *           +                  !!  0       .   .   .          !
 1985.3!     *   +                            !!          0   .   .          !
 1985.4!         +   *                        !!          .   .   0          !
 1986.1!              * +                     !!          . 0 .   .          !
 1986.2!                    +                 !!          .   .0  .          !
 1986.3!                    *   +             !!         0.   .   .          !
 1986.4!                *      +              !!      0   .   .   .          !
 1987.1!             *      +                 !!        0 .   .   .          !
 1987.2!                  + *                 !!          .   .0  .          !
 1987.3!                       +              !!          .   0   .          !
 1987.4!                 *       +            !!      0   .   .   .          !
 1988.1!                     +    *           !!          .   .   . 0        !
 1988.2!                          *+          !!          .  0.   .          !
 1988.3!                           +          !!          .   0   .          !
 1988.4!                      *     +         !!       0  .   .   .          !
 1989.1!                        +  *          !!          .   .  0.          !
 1989.2!                            +   *     !!          .   .   0          !
 1989.3!                               *+     !!          .  0.   .          !
 1989.4!                            *   +     !!          0   .   .          !
 1990.1!                              + *     !!          .   . 0 .          !
 1990.2!                            *    +    !!          0   .   .          !
 1990.3!                              +*      !!          .   .0  .          !
 1990.4!                              *+      !!          .  0.   .          !
 1991.1!                            *  +      !!          .0  .   .          !
 1991.2!                             +        !!          .   0   .          !
 1991.3!                              +       !!          .   0   .          !
 1991.4!                             * +      !!          . 0 .   .          !
 1992.1!                            *+        !!          .  0.   .          !
 1992.2!                              +*      !!          .   . 0 .          !
 1992.3!                               *+     !!          . 0 .   .          !
 1992.4!                               + *    !!          .   .0  .          !
 1993.1!                               *+     !!          . 0 .   .          !
 1993.2!                               +*     !!          .   .0  .          !
 1993.3!                                 +    !!          .   0   .          !
 1993.4!                               * +    !!          . 0 .   .          !
 1994.1!                                +*    !!          .   .0  .          !
 1994.2!                               * +    !!          . 0 .   .          !
 1994.3!                            *  +      !!          .0  .   .          !
 1994.4!                            +    *    !!          .   .   .0         !
 1995.1!                               +      !!          .   0   .          !
 1995.2!                              +       !!          .   0   .          !
 1995.3!                              +  *    !!          .   .   0          !
 1995.4!                                +     !!          .   0   .          !
 1996.1!                               +      !!          .   0   .          !
 1996.2!                              + *     !!          .   . 0 .          !
 1996.3!                             * +      !!          . 0 .   .          !
 1996.4!                            +  *      !!          .   .  0.          !
 1997.1!                              +       !!          .   0   .          !
 1997.2!                          *  +        !!          .0  .   .          !
 1997.3!                          +    *      !!          .   .   .0         !
 1997.4!                              *+      !!          .  0.   .          !
 1998.1!                              +       !!          .   .0  .          !
 1998.2!                              + *     !!          .   . 0 .          !
 1998.3!                               +*     !!          .   .0  .          !
 1998.4!                               +      !!          .   .0  .          !
 1999.1!                              + *     !!          .   . 0 .          !
 1999.2!                              +*      !!          .   .0  .          !
 1999.3!                            * +       !!          .  0.   .          !
 1999.4!                            +   *     !!          .   .   0          !
 2000.1!                            * +       !!          . 0 .   .          !
 2000.2!                            + *       !!          .   . 0 .          !
 2000.3!                            +         !!          .   0   .          !
 2000.4!                           +  *       !!          .   .  0.          !
 2001.1!                            +         !!          .  0.   .          !
 2001.2!                          +   *       !!          .   .  0.          !
 2001.3!                            +*        !!          .   .0  .          !
 2001.4!                           +          !!          .   0   .          !
 2002.1!                         +  *         !!          .   .  0.          !
 2002.2!                           +   *      !!          .   .   0          !
 2002.3!                             + *      !!          .   . 0 .          !
 2002.4!                             +     *  !!          .   .   . 0        !
 2003.1!                                +     !!          .   0   .          !
 2003.2!                               +  *   !!          .   .   0          !
 2003.3!                                +    *!!          .   .   .0         !
 2003.4!                                *  +  !!          . 0 .   .          !
 2004.1!                               +*     !!          .   .0  .          !
 2004.2!                               +      !!          .   0   .          !
 2004.3!                              + *     !!          .   . 0 .          !
 2004.4!                               +      !!          .   0   .          !
 2005.1!                               +      !!          .   0   .          !
 2005.2!                              + *     !!          .   .  0.          !
 2005.3!                               +  *   !!          .   . 0 .          !
 2005.4!                               *+     !!          .  0.   .          !
 2006.1!                              +*      !!          .   0   .          !
 2006.2!                             *+       !!          .  0.   .          !
 2006.3!                             +        !!          .   0   .          !
 2006.4!                            *+        !!          .  0.   .          !
 2007.1!                            *+        !!          .   0   .          !
 2007.2!                            +  *      !!          .   .  0.          !
 2007.3!                               +      !!          .   0   .          !
 2007.4!                              *+      !!          . 0 .   .          !
 2008.1!                              +  *    !!          .   .  0.          !
 2008.2!                              *   +   !!          .0  .   .          !
 2008.3!                             * +      !!          . 0 .   .          !
 2008.4!                              +  *    !!          .   .  0.          !
 2009.1!                               + *    !!          .   . 0 .          !
 2009.2!                               +*     !!          .   .0  .          !
 2009.3!                                +     !!          .   0   .          !
 2009.4!                               +*     !!          .   .0  .          !
 2010.1!                                + *   !!          .   . 0 .          !
 2010.2!                                 +*   !!          .   .0  .          !
 2010.3!                                 +   *!!          .   .   0          !
 2010.4!                                   +* !!          .   .0  .          !
 2011.1!                                  *+  !!          .  0.   .          !
 2011.2!                                  +  *!!          .   .  0.          !
 2011.3!                                    + !!          .   0   .          !
 2011.4!                                 * +  !!          . 0 .   .          !
 2012.1!                                 +    *!          .   .   .0         !
 2012.2!                             *      + !!       0  .   .   .          !
 2012.3!                             *+       !!          .  0.   .          !
 2012.4!                              +       !!          .   0   .          !


     22.07 percent of the residuals exceed 1 SE
      5.52 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPAEG=PAPX$Q/EGPMM;                                                     
 GENR LAAPAEG=LOG(AAPAEG+.00001);                                             
 GENR LAPAEG=LOG(APAEG+.00001);                                               
 LHS AAPAEG=EXP(LAAPAEG)-.00001;                                              
  EQ 2482 LAAPAEG C LAPAEG(-1) PPAEG;                                         
EQUATION 1406  LAAPAEG  
   RHS     C  LAPAEG(-1)  PPAEG  
 SMPL 1979.3 2012.4;                                                          
Sample period is now  1979.3 to  2012.4 Internally:   111 to   244
 OLS;EST 1406 PLOT=0;END;                                                     

Equation number = 1406
**********************

Dependent variable = LAAPAEG 

 1979.3 -   2012.4,    0 missing obs.,  134 obs. used.

Mean of dependent variable       -7.552307185

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.104064495       0.456508388   0.22796     1.000000
14627 LAPAEG  ( -1)       0.862761241       0.040279813  21.41920    -7.581643
14625 PPAEG   (  0)      -0.877328140       0.395759864  -2.21682     1.271159

SE of equation            =     0.630760877
Sum of squared residuals  =  52.1195662       0.423838742E-11
Average absolute error    =     0.414223231
Sum of ABS residuals      =  55.5059130    
R squared                 =   0.83061
Durbin-Watson statistic   =   2.73857
SMPL and No. Obs.         = 1979.3   2012.4    134

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.3!   *+                                 !!          .  0.   .          !
 1979.4!   *+                                 !!          .  0.   .          !
 1980.1!   *+                                 !!          .  0.   .          !
 1980.2!    +            *                    !!          .   .   .     0    !
 1980.3*                 +                    !0          .   .   .          !
 1980.4!  +  *                                !!          .   . 0 .          !
 1981.1!      + *                             !!          .   . 0 .          !
 1981.2!      * +                             !!          . 0 .   .          !
 1981.3!     *+                               !!          .   0   .          !
 1981.4!*     +                               !!         0.   .   .          !
 1982.1! +      *                             !!          .   .   .0         !
 1982.2!         +         *                  !!          .   .   .   0      !
 1982.3!    *             +                   !!   0      .   .   .          !
 1982.4!   *  +                               !!          . 0 .   .          !
 1983.1!    *+                                !!          .  0.   .          !
 1983.2!      +*                              !!          .   .0  .          !
 1983.3*       +                              !!       0  .   .   .          !
 1983.4! +    *                               !!          .   .   0          !
 1984.1!     *+                               !!          .  0.   .          !
 1984.2!     +             *                  !!          .   .   .      0   !
 1984.3!*                +                    !! 0        .   .   .          !
 1984.4!  + *                                 !!          .   . 0 .          !
 1985.1!     *+                               !!          .  0.   .          !
 1985.2!      + *                             !!          .   . 0 .          !
 1985.3! *        +                           !!       0  .   .   .          !
 1985.4!   + *                                !!          .   . 0 .          !
 1986.1!       +                              !!          .   0   .          !
 1986.2!      * +                             !!          . 0 .   .          !
 1986.3!   *   +                              !!          .0  .   .          !
 1986.4!    + *                               !!          .   . 0 .          !
 1987.1!    *  +                              !!          . 0 .   .          !
 1987.2!      +   *                           !!          .   .  0.          !
 1987.3!        *   +                         !!          .0  .   .          !
 1987.4!          +  *                        !!          .   .  0.          !
 1988.1!          *    +                      !!          0   .   .          !
 1988.2!      *     +                         !!         0.   .   .          !
 1988.3!        + *                           !!          .   . 0 .          !
 1988.4!             + *                      !!          .   . 0 .          !
 1989.1!               *+                     !!          .  0.   .          !
 1989.2!                +*                    !!          .   0   .          !
 1989.3!           *      +                   !!        0 .   .   .          !
 1989.4!            +*                        !!          .   0   .          !
 1990.1!          *   +                       !!          .0  .   .          !
 1990.2!            +*                        !!          .   .0  .          !
 1990.3!            * +                       !!          .  0.   .          !
 1990.4!       *      +                       !!         0.   .   .          !
 1991.1!        * +                           !!          . 0 .   .          !
 1991.2!          +       *                   !!          .   .   .  0       !
 1991.3! *                +                   !!0         .   .   .          !
 1991.4!    +       *                         !!          .   .   . 0        !
 1992.1!          *  +                        !!          .0  .   .          !
 1992.2!             +  *                     !!          .   .  0.          !
 1992.3!                 * +                  !!          .  0.   .          !
 1992.4!                   +                  !!          .   0   .          !
 1993.1!                     + *              !!          .   . 0 .          !
 1993.2!                      * +             !!          . 0 .   .          !
 1993.3!                       +*             !!          .   0   .          !
 1993.4!                        *+            !!          .   0   .          !
 1994.1!                         + *          !!          .   .0  .          !
 1994.2!                           *+         !!          .   0   .          !
 1994.3!                           +  *       !!          .   . 0 .          !
 1994.4!                            * +       !!          . 0 .   .          !
 1995.1!                           +   *      !!          .   .  0.          !
 1995.2!                             +   *    !!          .   .  0.          !
 1995.3!                                +*    !!          .   .0  .          !
 1995.4!                              *+      !!          .  0.   .          !
 1996.1!                              +  *    !!          .   .  0.          !
 1996.2!                               +  *   !!          .   .  0.          !
 1996.3!                               *+     !!          .  0.   .          !
 1996.4!                              +*      !!          .   .0  .          !
 1997.1!                              + *     !!          .   .0  .          !
 1997.2!                             *+       !!          .  0.   .          !
 1997.3!                          + *         !!          .   .0  .          !
 1997.4!                          + *         !!          .   . 0 .          !
 1998.1!                          +   *       !!          .   .   0          !
 1998.2!                            + *       !!          .   . 0 .          !
 1998.3!                            +         !!          .   0   .          !
 1998.4!                          +           !!          .   0   .          !
 1999.1!                        +    *        !!          .   .   0          !
 1999.2!                           +          !!          .   0   .          !
 1999.3!                         +*           !!          .   0   .          !
 1999.4!                         +  *         !!          .   . 0 .          !
 2000.1!                           +   *      !!          .   .   0          !
 2000.2!                              + *     !!          .   .0  .          !
 2000.3!                             *+       !!          .   0   .          !
 2000.4!                            + *       !!          .   .0  .          !
 2001.1!                             +  *     !!          .   . 0 .          !
 2001.2!                              +       !!          .   0   .          !
 2001.3!                             + *      !!          .   .0  .          !
 2001.4!                              +*      !!          .   .0  .          !
 2002.1!                            * +       !!          . 0 .   .          !
 2002.2!                           +   *      !!          .   .  0.          !
 2002.3!                               +  *   !!          .   . 0 .          !
 2002.4!                                 +    *!          .   .   0          !
 2003.1!                                *    +!!          0   .   .          !
 2003.2!                               +      !!          .   0   .          !
 2003.3!                               +*     !!          .   .0  .          !
 2003.4!                               +      !!          .  0.   .          !
 2004.1!                              +       !!          .   0   .          !
 2004.2!                              +*      !!          .   .0  .          !
 2004.3!                               +*     !!          .   .0  .          !
 2004.4!                            *   +     !!          .0  .   .          !
 2005.1!                             +*       !!          .   .0  .          !
 2005.2!                             *+       !!          .   0   .          !
 2005.3!                             + *      !!          .   . 0 .          !
 2005.4!                             * +      !!          .  0.   .          !
 2006.1!                 *           +        !!    0     .   .   .          !
 2006.2!                 * +                  !!          . 0 .   .          !
 2006.3!                 * +                  !!          .  0.   .          !
 2006.4!                 * +                  !!          . 0 .   .          !
 2007.1!                   +   *              !!          .   .   0          !
 2007.2!                       *+             !!          .  0.   .          !
 2007.3!                      * +             !!          . 0 .   .          !
 2007.4!                       *+             !!          .   0   .          !
 2008.1!                        +*            !!          .   .0  .          !
 2008.2!                          + *         !!          .   . 0 .          !
 2008.3!                            *+        !!          .   0   .          !
 2008.4!                           *+         !!          .  0.   .          !
 2009.1!                           +  *       !!          .   .  0.          !
 2009.2!                              +*      !!          .   .0  .          !
 2009.3!                              *+      !!          .  0.   .          !
 2009.4!                               +      !!          .   0   .          !
 2010.1!                             * +      !!          . 0 .   .          !
 2010.2!                           *+         !!          .  0.   .          !
 2010.3!                           +          !!          .   0   .          !
 2010.4!                           +*         !!          .   .0  .          !
 2011.1!                           +  *       !!          .   .  0.          !
 2011.2!                             +*       !!          .   .0  .          !
 2011.3!                             +*       !!          .   .0  .          !
 2011.4!                             +*       !!          .   .0  .          !
 2012.1!                            +   *     !!          .   .  0.          !
 2012.2!                              + *     !!          .   . 0 .          !
 2012.3!                              + *     !!          .   .0  .          !
 2012.4!                               +*     !!          .   .0  .          !


     15.67 percent of the residuals exceed 1 SE
      5.97 percent of the residuals exceed 2 SE
@EQ  2483 LAAPHEG C LAPHEG(-1) PPHEG;SMPL 1975.3 2012.4;OLS;EST 2483 PLOT=0;EN
@EQ  2484 LAATHEG C LATHEG(-1) PTHEG;SMPL 1980.2 2012.4;OLS;EST 2484 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHEG=CHPX$Q/EGPMM;                                                     
 GENR LAACHEG=LOG(AACHEG+.00001);                                             
 GENR LACHEG=LOG(ACHEG+.00001);                                               
 LHS AACHEG=EXP(LAACHEG)-.00001;                                              
  EQ 2485 LAACHEG C LACHEG(-1) PCHEG;                                         
EQUATION 1407  LAACHEG  
   RHS     C  LACHEG(-1)  PCHEG  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1407 PLOT=0;END;                                                     

Equation number = 1407
**********************

Dependent variable = LAACHEG 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -3.563700991

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.516601873       0.623823758   0.82812     1.000000
14630 LACHEG  ( -1)       0.852993636       0.047838607  17.83065    -3.581816
14628 PCHEG   (  0)      -0.885832500       0.582397461  -1.52101     1.157145

SE of equation            =     0.494504204
Sum of squared residuals  =  30.0777321       0.203725925E-11
Average absolute error    =     0.350693434
Sum of ABS residuals      =  44.1873726    
R squared                 =   0.77139
Durbin-Watson statistic   =   3.10167
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!          *    +                      !!         .0   .    .         !
 1981.4!           +     *                    !!         .    .    0         !
 1982.1!                  +    *              !!         .    .    0         !
 1982.2!           *          +               !!   0     .    .    .         !
 1982.3!           *+                         !!         .   0.    .         !
 1982.4!            +     *                   !!         .    .    0         !
 1983.1!      *           +                   !!   0     .    .    .         !
 1983.2!        +       *                     !!         .    .    .  0      !
 1983.3!    *           +                     !!   0     .    .    .         !
 1983.4!      +              *                !!         .    .    .        0!
 1984.1!          *        +                  !!     0   .    .    .         !
 1984.2!          +*                          !!         .    .0   .         !
 1984.3!           +   *                      !!         .    .   0.         !
 1984.4!  *            +                      !!  0      .    .    .         !
 1985.1!  +       *                           !!         .    .    . 0       !
 1985.2*          +                           !!    0    .    .    .         !
 1985.3! +      *                             !!         .    .    . 0       !
 1985.4!    *    +                            !!         0    .    .         !
 1986.1!*     +                               !!        0.    .    .         !
 1986.2!   +    *                             !!         .    .    0         !
 1986.3!  *       +                           !!       0 .    .    .         !
 1986.4!     +               *                !!         .    .    .         0
 1987.1!       *             +                !!0        .    .    .         !
 1987.2!         *+                           !!         .   0.    .         !
 1987.3!           +  *                       !!         .    .  0 .         !
 1987.4!                + *                   !!         .    .0   .         !
 1988.1!              *    +                  !!         0    .    .         !
 1988.2!               +     *                !!         .    .    .0        !
 1988.3!        *             +               !!  0      .    .    .         !
 1988.4!           +                          !!         .    .0   .         !
 1989.1!*            +                        !!  0      .    .    .         !
 1989.2!   +   *                              !!         .    .   0.         !
 1989.3!  *       +                           !!       0 .    .    .         !
 1989.4!     +    *                           !!         .    .   0.         !
 1990.1!  *         +                         !!    0    .    .    .         !
 1990.2!    +  *                              !!         .    . 0  .         !
 1990.3!      * +                             !!         .  0 .    .         !
 1990.4!        *+                            !!         .    0    .         !
 1991.1*           +                          !!   0     .    .    .         !
 1991.2!  +    *                              !!         .    .    0         !
 1991.3!        +  *                          !!         .    .  0 .         !
 1991.4!            +*                        !!         .    .0   .         !
 1992.1!       *      +                       !!        0.    .    .         !
 1992.2!          +*                          !!         .    .0   .         !
 1992.3!             *+                       !!         .    0    .         !
 1992.4!               +   *                  !!         .    .  0 .         !
 1993.1!           *        +                 !!      0  .    .    .         !
 1993.2!             +*                       !!         .    .0   .         !
 1993.3!            *   +                     !!         . 0  .    .         !
 1993.4!              +   *                   !!         .    .  0 .         !
 1994.1!              *   +                   !!         .0   .    .         !
 1994.2!                +                     !!         .    0    .         !
 1994.3!                 *+                   !!         .   0.    .         !
 1994.4!                  +  *                !!         .    .  0 .         !
 1995.1!                  *   +               !!         . 0  .    .         !
 1995.2!                    + *               !!         .    . 0  .         !
 1995.3!                   *  +               !!         . 0  .    .         !
 1995.4!                    +  *              !!         .    . 0  .         !
 1996.1!                 *     +              !!         0    .    .         !
 1996.2!                  +                   !!         .    0    .         !
 1996.3!                  *+                  !!         .   0.    .         !
 1996.4!                   + *                !!         .    . 0  .         !
 1997.1!                *     +               !!         0    .    .         !
 1997.2!                 +*                   !!         .    .0   .         !
 1997.3!                * +                   !!         .  0 .    .         !
 1997.4!                 +   *                !!         .    .   0.         !
 1998.1!                *   +                 !!         .0   .    .         !
 1998.2!                 +   *                !!         .    .   0.         !
 1998.3!                    +                 !!         .    0    .         !
 1998.4!                    +*                !!         .    .0   .         !
 1999.1!                   *+                 !!         .   0.    .         !
 1999.2!                  +  *                !!         .    .  0 .         !
 1999.3!                     + *              !!         .    . 0  .         !
 1999.4!                      +  *            !!         .    .  0 .         !
 2000.1!                      * +             !!         .  0 .    .         !
 2000.2!                     +  *             !!         .    .  0 .         !
 2000.3!                       + *            !!         .    . 0  .         !
 2000.4!                        +*            !!         .    .0   .         !
 2001.1!                      *+              !!         .   0.    .         !
 2001.2!                     +     *          !!         .    .    .0        !
 2001.3!                         +            !!         .    0    .         !
 2001.4!                       +*             !!         .    .0   .         !
 2002.1!                      +  *            !!         .    . 0  .         !
 2002.2!                        + *           !!         .    . 0  .         !
 2002.3!                         +*           !!         .    .0   .         !
 2002.4!                         + *          !!         .    . 0  .         !
 2003.1!                          +           !!         .    0    .         !
 2003.2!                         +  *         !!         .    . 0  .         !
 2003.3!                           +          !!         .    0    .         !
 2003.4!                           +*         !!         .    .0   .         !
 2004.1!                         * +          !!         .  0 .    .         !
 2004.2!                         +   *        !!         .    .   0.         !
 2004.3!                             + *      !!         .    . 0  .         !
 2004.4!                             *+       !!         .   0.    .         !
 2005.1!                            *+        !!         .  0 .    .         !
 2005.2!                           +   *      !!         .    .   0.         !
 2005.3!                              + *     !!         .    . 0  .         !
 2005.4!                               +*     !!         .    .0   .         !
 2006.1!                              +       !!         .    0    .         !
 2006.2!                             +    *   !!         .    .   0.         !
 2006.3!                                 + *  !!         .    . 0  .         !
 2006.4!                                  +   !!         .    0    .         !
 2007.1!                                 +    !!         .    .0   .         !
 2007.2!                                +   * !!         .    .  0 .         !
 2007.3!                                  + * !!         .    . 0  .         !
 2007.4!                                   +* !!         .    0    .         !
 2008.1!                                   +* !!         .    .0   .         !
 2008.2!                                   +* !!         .    .0   .         !
 2008.3!                                   +* !!         .    .0   .         !
 2008.4!                                  *+  !!         .   0.    .         !
 2009.1!                                +*    !!         .    .0   .         !
 2009.2!                                +  *  !!         .    .  0 .         !
 2009.3!                                  +*  !!         .    .0   .         !
 2009.4!                                  +*  !!         .    .0   .         !
 2010.1!                                  +*  !!         .    .0   .         !
 2010.2!                                  + * !!         .    . 0  .         !
 2010.3!                                  *+  !!         .    0    .         !
 2010.4!                                 +*   !!         .    .0   .         !
 2011.1!                                 +*   !!         .    .0   .         !
 2011.2!                                 +   *!!         .    .   0.         !
 2011.3!                                    +*!!         .    .0   .         !
 2011.4!                                   + *!!         .    .0   .         !
 2012.1!                                  *+  !!         .   0.    .         !
 2012.2!                                 +    *!         .    .    0         !
 2012.3!                                    +*!!         .    .0   .         !
 2012.4!                                   +  *!         .    . 0  .         !


     23.81 percent of the residuals exceed 1 SE
      8.73 percent of the residuals exceed 2 SE
@EQ  2486 LAAAREG C LAAREG(-1) PAREG;SMPL 1978.3 2012.4;OLS;EST 2486 PLOT=0;EN
@EQ  2487 LAABREG C LABREG(-1) PBREG;SMPL 1981.3 2012.4;OLS;EST 2487 PLOT=0;EN
@@EQ 2488 LAACEEG C LACEEG(-1) PCEEG;SMPL 2003.3 2012.4;OLS;EST 2488 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMEEG=MEPX$Q/EGPMM;                                                     
 GENR LAAMEEG=LOG(AAMEEG+.00001);                                             
 GENR LAMEEG=LOG(AMEEG+.00001);                                               
 LHS AAMEEG=EXP(LAAMEEG)-.00001;                                              
  EQ 2489 LAAMEEG C LAMEEG(-1) PMEEG;                                         
EQUATION 1408  LAAMEEG  
   RHS     C  LAMEEG(-1)  PMEEG  
 SMPL 1983.4 2012.4;                                                          
Sample period is now  1983.4 to  2012.4 Internally:   128 to   244
 OLS;EST 1408 PLOT=0;END;                                                     

Equation number = 1408
**********************

Dependent variable = LAAMEEG 

 1983.4 -   2012.4,    0 missing obs.,  117 obs. used.

Mean of dependent variable       -7.614545109

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.093143544       0.757587887  -0.12295     1.000000
14633 LAMEEG  ( -1)       0.678376014       0.066391485  10.21782    -7.637120
14631 PMEEG   (  0)      -2.029849078       0.740460363  -2.74133     1.153072

SE of equation            =     0.594457984
Sum of squared residuals  =  40.2853536      -0.236086706E-10
Average absolute error    =     0.403193466
Sum of ABS residuals      =  47.1736356    
R squared                 =   0.61252
Durbin-Watson statistic   =   2.32221
SMPL and No. Obs.         = 1983.4   2012.4    117

Plot of actual(*) and fitted(+) values and residuals(0)


 1983.4!          *  +                        !!          . 0 .   .          !
 1984.1!       *    +                         !!          .0  .   .          !
 1984.2!          +     *                     !!          .   .   0          !
 1984.3!   *           +                      !!      0   .   .   .          !
 1984.4*       +                              !!         0.   .   .          !
 1985.1!  +     *                             !!          .   .   0          !
 1985.2!         + *                          !!          .   .0  .          !
 1985.3!    *       +                         !!         0.   .   .          !
 1985.4!        *+                            !!          .   0   .          !
 1986.1!            +           *             !!          .   .   .   0      !
 1986.2!               *       +              !!         0.   .   .          !
 1986.3! *               +                    !!   0      .   .   .          !
 1986.4!        +   *                         !!          .   . 0 .          !
 1987.1!              * +                     !!          .  0.   .          !
 1987.2!               *   +                  !!          .0  .   .          !
 1987.3!               *   +                  !!          .0  .   .          !
 1987.4!                *   +                 !!          .0  .   .          !
 1988.1!                    +          *      !!          .   .   .  0       !
 1988.2!                              +       !!          .   0   .          !
 1988.3!                            +*        !!          .   0   .          !
 1988.4!                            +*        !!          .   .0  .          !
 1989.1!                     *      +         !!          0   .   .          !
 1989.2!                      +*              !!          .   0   .          !
 1989.3!                    *  +              !!          . 0 .   .          !
 1989.4!                      +               !!          .   0   .          !
 1990.1!                    *   +             !!          .0  .   .          !
 1990.2!                   *+                 !!          .  0.   .          !
 1990.3!                   + *                !!          .   .0  .          !
 1990.4!                       +              !!          .   0   .          !
 1991.1!                        + *           !!          .   .0  .          !
 1991.2!                       +      *       !!          .   .   .0         !
 1991.3!   *                      +           !0          .   .   .          !
 1991.4!         +*                           !!          .   .0  .          !
 1992.1!             +      *                 !!          .   .   .0         !
 1992.2!                  *    +              !!          .0  .   .          !
 1992.3!                     *+               !!          .  0.   .          !
 1992.4!           *           +              !!      0   .   .   .          !
 1993.1!         *      +                     !!         0.   .   .          !
 1993.2!               +   *                  !!          .   .  0.          !
 1993.3!        *             +               !!     0    .   .   .          !
 1993.4!              +                 *     !!          .   .   .       0  !
 1994.1!             *                +       !!  0       .   .   .          !
 1994.2!         *       +                    !!         0.   .   .          !
 1994.3!                + *                   !!          .   .0  .          !
 1994.4!                *    +                !!          0   .   .          !
 1995.1!                    +     *           !!          .   .   0          !
 1995.2!                           + *        !!          .   . 0 .          !
 1995.3!                    *        +        !!        0 .   .   .          !
 1995.4!                       +*             !!          .   .0  .          !
 1996.1!                       * +            !!          .  0.   .          !
 1996.2!                        +             *!          .   .   .     0    !
 1996.3!                               *  +   !!          . 0 .   .          !
 1996.4!                            * +       !!          .  0.   .          !
 1997.1!                          *+          !!          .  0.   .          !
 1997.2!                         +            !!          .   0   .          !
 1997.3!                        +             !!          .   0   .          !
 1997.4!                       +  *           !!          .   . 0 .          !
 1998.1!                  *    +              !!          .0  .   .          !
 1998.2!                   +                  !!          .   0   .          !
 1998.3!                  *+                  !!          .  0.   .          !
 1998.4!                  *+                  !!          .  0.   .          !
 1999.1!                  +                   !!          .   0   .          !
 1999.2!                  +*                  !!          .   .0  .          !
 1999.3!                   +*                 !!          .   .0  .          !
 1999.4!                    +*                !!          .   .0  .          !
 2000.1!                  * +                 !!          .  0.   .          !
 2000.2!                  +*                  !!          .   0   .          !
 2000.3!                   +*                 !!          .   .0  .          !
 2000.4!                   + *                !!          .   .0  .          !
 2001.1!                   +  *               !!          .   . 0 .          !
 2001.2!                    + *               !!          .   . 0 .          !
 2001.3!                    + *               !!          .   .0  .          !
 2001.4!                    +*                !!          .   .0  .          !
 2002.1!                   +         *        !!          .   .   .  0       !
 2002.2!                          +   *       !!          .   .  0.          !
 2002.3!                           + *        !!          .   .0  .          !
 2002.4!                           +   *      !!          .   .  0.          !
 2003.1!                            +  *      !!          .   . 0 .          !
 2003.2!                             +*       !!          .   .0  .          !
 2003.3!                            +*        !!          .   .0  .          !
 2003.4!                             +*       !!          .   .0  .          !
 2004.1!                             +   *    !!          .   .  0.          !
 2004.2!                               + *    !!          .   .0  .          !
 2004.3!                               + *    !!          .   .0  .          !
 2004.4!                                + *   !!          .   .0  .          !
 2005.1!                                 + *  !!          .   . 0 .          !
 2005.2!                                +  *  !!          .   . 0 .          !
 2005.3!                                +  *  !!          .   . 0 .          !
 2005.4!                                +   * !!          .   . 0 .          !
 2006.1!                                 +   *!!          .   .  0.          !
 2006.2!                                  +   *!          .   . 0 .          !
 2006.3!                                  +  *!!          .   . 0 .          !
 2006.4!                                  + * !!          .   . 0 .          !
 2007.1!                                 + *  !!          .   .0  .          !
 2007.2!                                +  *  !!          .   . 0 .          !
 2007.3!                                 + *  !!          .   .0  .          !
 2007.4!                                 + *  !!          .   .0  .          !
 2008.1!                             *    +   !!          .0  .   .          !
 2008.2!                            * +       !!          .  0.   .          !
 2008.3!                           * +        !!          .  0.   .          !
 2008.4!                          * +         !!          .  0.   .          !
 2009.1!                         +   *        !!          .   .  0.          !
 2009.2!                        *   +         !!          .0  .   .          !
 2009.3!                          + *         !!          .   . 0 .          !
 2009.4!                            *+        !!          .  0.   .          !
 2010.1!                            +*        !!          .   0   .          !
 2010.2!                            +*        !!          .   0   .          !
 2010.3!                             +   *    !!          .   .  0.          !
 2010.4!                                +    *!!          .   .  0.          !
 2011.1!                                 *+   !!          .  0.   .          !
 2011.2!                                +*    !!          .   .0  .          !
 2011.3!                               *+     !!          .  0.   .          !
 2011.4!                              +       !!          .   0   .          !
 2012.1!                           * +        !!          . 0 .   .          !
 2012.2!                           + *        !!          .   . 0 .          !
 2012.3!                            +         !!          .   0   .          !
 2012.4!                            +       * !!          .   .   .0         !


     20.51 percent of the residuals exceed 1 SE
      6.84 percent of the residuals exceed 2 SE
@@EQ 2490 LAAPEEG C LAPEEG(-1) PPEEG;SMPL 1998.4 2012.4;OLS;EST 2490 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTUEG=TUPX$/EGPMM;                                                      
 GENR LAATUEG=LOG(AATUEG+.00001);                                             
 GENR LATUEG=LOG(ATUEG+.00001);                                               
 LHS AATUEG=EXP(LAATUEG)-.00001;                                              
  EQ 2491 LAATUEG C LATUEG(-1) PTUEG;                                         
EQUATION 1409  LAATUEG  
   RHS     C  LATUEG(-1)  PTUEG  
 SMPL 1982.2 2012.4;                                                          
Sample period is now  1982.2 to  2012.4 Internally:   122 to   244
 OLS;EST 1409 PLOT=0;END;                                                     

Equation number = 1409
**********************

Dependent variable = LAATUEG 

 1982.2 -   2012.4,    0 missing obs.,  123 obs. used.

Mean of dependent variable       -4.004244789

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.091044753       0.362794215   0.25095     1.000000
14636 LATUEG  ( -1)       0.807445782       0.054848770  14.72131    -4.016958
14634 PTUEG   (  0)      -0.736521522       0.350732134  -2.09995     1.156536

SE of equation            =     0.290663928
Sum of squared residuals  =  10.1382623      -0.260298449E-10
Average absolute error    =     0.222216031
Sum of ABS residuals      =  27.3325718    
R squared                 =   0.72500
Durbin-Watson statistic   =   2.43879
SMPL and No. Obs.         = 1982.2   2012.4    123

Plot of actual(*) and fitted(+) values and residuals(0)


 1982.2!               *  +                   !!          0   .   .          !
 1982.3!                +  *                  !!          .   .  0.          !
 1982.4!              *    +                  !!        0 .   .   .          !
 1983.1!       *       +                      !!     0    .   .   .          !
 1983.2!         + *                          !!          .   .  0.          !
 1983.3*             +                        !0          .   .   .          !
 1983.4!   +    *                             !!          .   .   . 0        !
 1984.1!          +  *                        !!          .   .  0.          !
 1984.2!             +    *                   !!          .   .   .0         !
 1984.3!          *      +                    !!      0   .   .   .          !
 1984.4!           +   *                      !!          .   .   0          !
 1985.1!              +*                      !!          .   0   .          !
 1985.2!              + *                     !!          .   . 0 .          !
 1985.3!               *+                     !!          . 0 .   .          !
 1985.4!               +*                     !!          .   0   .          !
 1986.1!                +  *                  !!          .   .  0.          !
 1986.2!                 * +                  !!          . 0 .   .          !
 1986.3!                  +                   !!          .   0   .          !
 1986.4!                   +*                 !!          .   .0  .          !
 1987.1!                *    +                !!         0.   .   .          !
 1987.2!                 *+                   !!          . 0 .   .          !
 1987.3!                  + *                 !!          .   . 0 .          !
 1987.4!                      +*              !!          .   . 0 .          !
 1988.1!                        +             !!          .   0   .          !
 1988.2!                    *   +             !!          0   .   .          !
 1988.3!                *    +                !!        0 .   .   .          !
 1988.4!                 +        *           !!          .   .   .    0     !
 1989.1!                   *      +           !!      0   .   .   .          !
 1989.2!                  *+                  !!          .  0.   .          !
 1989.3!               *   +                  !!          0   .   .          !
 1989.4!                 +    *               !!          .   .   .0         !
 1990.1!                   *  +               !!          0   .   .          !
 1990.2!                 * +                  !!          .0  .   .          !
 1990.3!                  +                   !!          .   0   .          !
 1990.4!                   +                  !!          .   0   .          !
 1991.1!                *   +                 !!          0   .   .          !
 1991.2!                 +                    !!          .   0   .          !
 1991.3!                 + *                  !!          .   .  0.          !
 1991.4!                  *+                  !!          .  0.   .          !
 1992.1!                 *+                   !!          .  0.   .          !
 1992.2!               *   +                  !!         0.   .   .          !
 1992.3!                 +  *                 !!          .   .  0.          !
 1992.4!                     + *              !!          .   . 0 .          !
 1993.1!                  *    +              !!         0.   .   .          !
 1993.2!                  * +                 !!          . 0 .   .          !
 1993.3!                  *+                  !!          . 0 .   .          !
 1993.4!                   +   *              !!          .   .   .0         !
 1994.1!                  *    +              !!        0 .   .   .          !
 1994.2!                 * +                  !!          . 0 .   .          !
 1994.3!                   +                  !!          .  0.   .          !
 1994.4!                    +  *              !!          .   .  0.          !
 1995.1!                 *     +              !!       0  .   .   .          !
 1995.2!                   + *                !!          .   . 0 .          !
 1995.3!                 *    +               !!         0.   .   .          !
 1995.4!                  +      *            !!          .   .   .  0       !
 1996.1!                         +*           !!          .   . 0 .          !
 1996.2!                    *     +           !!        0 .   .   .          !
 1996.3!                     +                !!          .   0   .          !
 1996.4!                    * +               !!          . 0 .   .          !
 1997.1!                 *   +                !!          0   .   .          !
 1997.2!                  + *                 !!          .   . 0 .          !
 1997.3!                  * +                 !!          . 0 .   .          !
 1997.4!                   +   *              !!          .   .   0          !
 1998.1!                   *  +               !!          .0  .   .          !
 1998.2!                   +   *              !!          .   .   .0         !
 1998.3!                      +  *            !!          .   .  0.          !
 1998.4!                        +   *         !!          .   .   0          !
 1999.1!                         *+           !!          . 0 .   .          !
 1999.2!                       +              !!          .   0   .          !
 1999.3!                      + *             !!          .   . 0 .          !
 1999.4!                        +             !!          .   0   .          !
 2000.1!                     * +              !!          . 0 .   .          !
 2000.2!                     +                !!          .   .0  .          !
 2000.3!                    *+                !!          .   0   .          !
 2000.4!                    +    *            !!          .   .   . 0        !
 2001.1!                      *+              !!          .  0.   .          !
 2001.2!                     +   *            !!          .   .   0          !
 2001.3!                       +              !!          .   0   .          !
 2001.4!                      +*              !!          .   .0  .          !
 2002.1!                    * +               !!          .  0.   .          !
 2002.2!                    + *               !!          .   . 0 .          !
 2002.3!                     +*               !!          .   .0  .          !
 2002.4!                      + *             !!          .   . 0 .          !
 2003.1!                       + *            !!          .   . 0 .          !
 2003.2!                      *  +            !!          .0  .   .          !
 2003.3!                     *+               !!          .  0.   .          !
 2003.4!                      +*              !!          .   .0  .          !
 2004.1!                      *+              !!          .  0.   .          !
 2004.2!                       +*             !!          .   . 0 .          !
 2004.3!                        +*            !!          .   0   .          !
 2004.4!                        *+            !!          . 0 .   .          !
 2005.1!                        + *           !!          .   . 0 .          !
 2005.2!                          +*          !!          .   . 0 .          !
 2005.3!                           +          !!          .   0   .          !
 2005.4!                        *  +          !!          . 0 .   .          !
 2006.1!                       *+             !!          .  0.   .          !
 2006.2!                       +*             !!          .   .0  .          !
 2006.3!                        +   *         !!          .   .   0          !
 2006.4!                        *  +          !!          0   .   .          !
 2007.1!                     *  +             !!          .0  .   .          !
 2007.2!                      +    *          !!          .   .   . 0        !
 2007.3!                        *  +          !!          .0  .   .          !
 2007.4!                         +*           !!          .   .0  .          !
 2008.1!                          +  *        !!          .   .  0.          !
 2008.2!                            *+        !!          .  0.   .          !
 2008.3!                           *+         !!          .  0.   .          !
 2008.4!                           +          !!          .   .0  .          !
 2009.1!                          +         * !!          .   .   .      0   !
 2009.2!                                  +   *!          .   .   .0         !
 2009.3!                                   *+ !!          .  0.   .          !
 2009.4!                               * +    !!          . 0 .   .          !
 2010.1!                              +   *   !!          .   .   0          !
 2010.2!                                + *   !!          .   . 0 .          !
 2010.3!                            *   +     !!          0   .   .          !
 2010.4!                            + *       !!          .   . 0 .          !
 2011.1!                             + *      !!          .   . 0 .          !
 2011.2!                              +  *    !!          .   .   0          !
 2011.3!                                +  *  !!          .   .  0.          !
 2011.4!                                 +*   !!          .   .0  .          !
 2012.1!                                 +  * !!          .   .   0          !
 2012.2!                                  + * !!          .   .  0.          !
 2012.3!                                  +*  !!          .   .0  .          !
 2012.4!                                 +  * !!          .   .  0.          !


     27.64 percent of the residuals exceed 1 SE
      4.88 percent of the residuals exceed 2 SE
@EQ  2492 LAAPDEG C LAPDEG(-1) PPDEG;SMPL 1981.3 2012.4;OLS;EST 2492 PLOT=0;EN
@@EQ 2493 LAARUEG C LARUEG(-1) PRUEG;SMPL 1992.3 2012.4;OLS;EST 2493 PLOT=0;EN
@@EQ 2494 LAAUEEG C LAUEEG(-1) PUEEG;SMPL 1992.3 2012.4;OLS;EST 2494 PLOT=0;EN
@EQ  2495 LAAISEG C LAISEG(-1) PISEG;SMPL 1980.4 2012.4;OLS;EST 2495 PLOT=0;EN
@EQ  2496 LAAKEEG C LAKEEG(-1) PKEEG;SMPL 1974.4 2012.4;OLS;EST 2496 PLOT=0;EN
@EQ  2497 LAABAEG C LABAEG(-1) PBAEG;SMPL 1972.3 2012.4;OLS;EST 2497 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKEG=HKPX$/EGPMM;                                                      
 GENR LAAHKEG=LOG(AAHKEG+.00001);                                             
 GENR LAHKEG=LOG(AHKEG+.00001);                                               
 LHS AAHKEG=EXP(LAAHKEG)-.00001;                                              
  EQ 2498 LAAHKEG C LAHKEG(-1) PHKEG;                                         
EQUATION 1410  LAAHKEG  
   RHS     C  LAHKEG(-1)  PHKEG  
 SMPL 1974.3 2012.4;                                                          
Sample period is now  1974.3 to  2012.4 Internally:    91 to   244
 OLS;EST 1410 PLOT=0;END;                                                     

Equation number = 1410
**********************

Dependent variable = LAAHKEG 

 1974.3 -   2012.4,    0 missing obs.,  154 obs. used.

Mean of dependent variable       -5.132238221

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.331591485       0.110901320  -2.98997     1.000000
14639 LAHKEG  ( -1)       0.903586872       0.024282908  37.21082    -5.155696
14637 PHKEG   (  0)      -0.105174784       0.077328377  -1.36011     1.350391

SE of equation            =     0.236041320
Sum of squared residuals  =  8.41304120       0.793543009E-11
Average absolute error    =     0.170900392
Sum of ABS residuals      =  26.3186603    
R squared                 =   0.93299
Durbin-Watson statistic   =   2.01766
SMPL and No. Obs.         = 1974.3   2012.4    154

Plot of actual(*) and fitted(+) values and residuals(0)


 1974.3!*  +                                  !!         0 .  .  .           !
 1974.4* +                                    !!          0.  .  .           !
 1975.1!  +*                                  !!           .  . 0.           !
 1975.2!   * +                                !!          0.  .  .           !
 1975.3!  *  +                                !!        0  .  .  .           !
 1975.4! *  +                                 !!         0 .  .  .           !
 1976.1!    +        *                        !!           .  .  .           0
 1976.2!              +  *                    !!           .  .  .0          !
 1976.3!                * +                   !!           .0 .  .           !
 1976.4!                 +  *                 !!           .  .  .  0        !
 1977.1!                     +  *             !!           .  .  . 0         !
 1977.2!                        +             !!           .  .0 .           !
 1977.3!                         + *          !!           .  .  0           !
 1977.4!                           +          !!           .  .0 .           !
 1978.1!                           +          !!           .  0  .           !
 1978.2!                           +          !!           .  0  .           !
 1978.3!                        *  +          !!         0 .  .  .           !
 1978.4!                       *+             !!           0  .  .           !
 1979.1!                       + *            !!           .  .  0           !
 1979.2!                        * +           !!           .0 .  .           !
 1979.3!                         +*           !!           .  . 0.           !
 1979.4!                          +           !!           .  0  .           !
 1980.1!                        * +           !!          0.  .  .           !
 1980.2!                         +*           !!           .  . 0.           !
 1980.3!                          +           !!           .  0  .           !
 1980.4!                          +*          !!           .  0  .           !
 1981.1!                           +          !!           . 0.  .           !
 1981.2!                           +          !!           .  .0 .           !
 1981.3!                           +          !!           . 0.  .           !
 1981.4!                           +          !!           .  0  .           !
 1982.1!                         * +          !!           0  .  .           !
 1982.2!                        * +           !!           .0 .  .           !
 1982.3!                        *+            !!           . 0.  .           !
 1982.4!                         +            !!           . 0.  .           !
 1983.1!                         +  *         !!           .  .  . 0         !
 1983.2!                            +  *      !!           .  .  .  0        !
 1983.3!                               +      !!           .  0  .           !
 1983.4!                          *    +      !!      0    .  .  .           !
 1984.1!                          +*          !!           .  0  .           !
 1984.2!                        *  +          !!         0 .  .  .           !
 1984.3!                        +             !!           . 0.  .           !
 1984.4!                        +*            !!           .  . 0.           !
 1985.1!                         +            !!           .  0  .           !
 1985.2!                        * +           !!           .0 .  .           !
 1985.3!                        *+            !!           . 0.  .           !
 1985.4!                         +            !!           .  .0 .           !
 1986.1!                          +*          !!           .  .  0           !
 1986.2!                           +*         !!           .  .0 .           !
 1986.3!                          * +         !!           .0 .  .           !
 1986.4!                           +*         !!           .  . 0.           !
 1987.1!                            +*        !!           .  .0 .           !
 1987.2!                            *+        !!           . 0.  .           !
 1987.3!                             +        !!           .  .0 .           !
 1987.4!                             + *      !!           .  . 0.           !
 1988.1!                              *+      !!           .  0  .           !
 1988.2!                            * +       !!          0.  .  .           !
 1988.3!                            +*        !!           .  .0 .           !
 1988.4!                             +*       !!           .  .0 .           !
 1989.1!                              +       !!           . 0.  .           !
 1989.2!                             *+       !!           . 0.  .           !
 1989.3!                            *+        !!           . 0.  .           !
 1989.4!                             + *      !!           .  .  0           !
 1990.1!                              *+      !!           . 0.  .           !
 1990.2!                             *+       !!           . 0.  .           !
 1990.3!                             +*       !!           .  . 0.           !
 1990.4!                              +       !!           .  0  .           !
 1991.1!                            * +       !!          0.  .  .           !
 1991.2!                            +*        !!           .  . 0.           !
 1991.3!                             +  *     !!           .  .  .0          !
 1991.4!                               +*     !!           .  . 0.           !
 1992.1!                                +     *!           .  .  .      0    !
 1992.2!                                  *  +!!        0  .  .  .           !
 1992.3!                                 + *  !!           .  .  0           !
 1992.4!                                   +* !!           .  .  0           !
 1993.1!                                 *  + !!         0 .  .  .           !
 1993.2!                                +  *  !!           .  .  .0          !
 1993.3!                                  +   !!           .  0  .           !
 1993.4!                                  +*  !!           .  .0 .           !
 1994.1!                                  +   !!           . 0.  .           !
 1994.2!                                 +  * !!           .  .  .0          !
 1994.3!                                   +* !!           .  . 0.           !
 1994.4!                                   *+ !!           . 0.  .           !
 1995.1!                                  *+  !!           . 0.  .           !
 1995.2!                                  + * !!           .  .  0           !
 1995.3!                                   + *!!           .  .  0           !
 1995.4!                                    + !!           .  0  .           !
 1996.1!                                  *+  !!           .0 .  .           !
 1996.2!                                  + * !!           .  .  0           !
 1996.3!                                   +* !!           .  . 0.           !
 1996.4!                                  *+  !!           .0 .  .           !
 1997.1!                                  +   !!           .  0  .           !
 1997.2!                                 +    !!           . 0.  .           !
 1997.3!                                 +*   !!           .  . 0.           !
 1997.4!                                 + *  !!           .  . 0.           !
 1998.1!                                  +   !!           . 0.  .           !
 1998.2!                                 +    !!           .  0  .           !
 1998.3!                                 +    !!           .  0  .           !
 1998.4!                                +     !!           . 0.  .           !
 1999.1!                                +*    !!           .  . 0.           !
 1999.2!                                + *   !!           .  . 0.           !
 1999.3!                                 +    !!           .  .0 .           !
 1999.4!                                 +    !!           .  0  .           !
 2000.1!                                *+    !!           . 0.  .           !
 2000.2!                                +     !!           .  .0 .           !
 2000.3!                                +*    !!           .  . 0.           !
 2000.4!                               *+     !!           0  .  .           !
 2001.1!                               +      !!           .  0  .           !
 2001.2!                               +      !!           .  .0 .           !
 2001.3!                             * +      !!           0  .  .           !
 2001.4!                          *  +        !!         0 .  .  .           !
 2002.1!                          + *         !!           .  .  0           !
 2002.2!                            +         !!           .  0  .           !
 2002.3!                            +*        !!           .  . 0.           !
 2002.4!                             +        !!           .  0  .           !
 2003.1!                             + *      !!           .  . 0.           !
 2003.2!                            *  +      !!          0.  .  .           !
 2003.3!                            *+        !!           .  0  .           !
 2003.4!                           * +        !!           .0 .  .           !
 2004.1!                            +*        !!           .  . 0.           !
 2004.2!                            *+        !!           .0 .  .           !
 2004.3!                           *+         !!           .0 .  .           !
 2004.4!                          *+          !!           .0 .  .           !
 2005.1!                          +*          !!           .  .0 .           !
 2005.2!                           +          !!           . 0.  .           !
 2005.3!                          *+          !!           .0 .  .           !
 2005.4!                          +           !!           .  0  .           !
 2006.1!                           +          !!           .  .0 .           !
 2006.2!                           *+         !!           .0 .  .           !
 2006.3!                          *+          !!           . 0.  .           !
 2006.4!                          *+          !!           . 0.  .           !
 2007.1!                          *+          !!           .0 .  .           !
 2007.2!                         *+           !!           . 0.  .           !
 2007.3!                          +*          !!           .  . 0.           !
 2007.4!                          * +         !!           0  .  .           !
 2008.1!                          +*          !!           .  .0 .           !
 2008.2!                          * +         !!           0  .  .           !
 2008.3!                         * +          !!           .0 .  .           !
 2008.4!                         *+           !!           .0 .  .           !
 2009.1!                        * +           !!           0  .  .           !
 2009.2!                        + *           !!           .  . 0.           !
 2009.3!                          +*          !!           .  .0 .           !
 2009.4!                           +*         !!           .  .0 .           !
 2010.1!                            +*        !!           .  .0 .           !
 2010.2!                            *+        !!           . 0.  .           !
 2010.3!                            *+        !!           . 0.  .           !
 2010.4!                            +         !!           . 0.  .           !
 2011.1!                            +*        !!           .  .0 .           !
 2011.2!                          *  +        !!         0 .  .  .           !
 2011.3!                           +*         !!           .  .0 .           !
 2011.4!                           *+         !!           .0 .  .           !
 2012.1!                           +          !!           . 0.  .           !
 2012.2!                          *+          !!           . 0.  .           !
 2012.3!                           +          !!           .  0  .           !
 2012.4!                           +*         !!           .  . 0.           !


     24.03 percent of the residuals exceed 1 SE
      1.95 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIEG=SIPX$/EGPMM;                                                      
 GENR LAASIEG=LOG(AASIEG+.00001);                                             
 GENR LASIEG=LOG(ASIEG+.00001);                                               
 LHS AASIEG=EXP(LAASIEG)-.00001;                                              
  EQ 2499 LAASIEG C LASIEG(-1) PSIEG;                                         
EQUATION 1411  LAASIEG  
   RHS     C  LASIEG(-1)  PSIEG  
 SMPL 1974.3 2012.4;                                                          
Sample period is now  1974.3 to  2012.4 Internally:    91 to   244
 OLS;EST 1411 PLOT=0;END;                                                     

Equation number = 1411
**********************

Dependent variable = LAASIEG 

 1974.3 -   2012.4,    0 missing obs.,  154 obs. used.

Mean of dependent variable       -5.371489277

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.796247343       0.318372414  -8.78294     1.000000
14642 LASIEG  ( -1)       0.195661225       0.078953787   2.47817    -5.376214
14640 PSIEG   (  0)      -1.034696612       0.146786459  -7.04899     1.472243

SE of equation            =     0.419190822
Sum of squared residuals  =  26.5338627       0.283506552E-10
Average absolute error    =     0.273049433
Sum of ABS residuals      =  42.0496127    
R squared                 =   0.50289
Durbin-Watson statistic   =   2.05675
SMPL and No. Obs.         = 1974.3   2012.4    154

Plot of actual(*) and fitted(+) values and residuals(0)


 1974.3!         * +                          !!          .  0.   .          !
 1974.4!       *   +                          !!          .0  .   .          !
 1975.1!        *  +                          !!          .0  .   .          !
 1975.2!        *    +                        !!         0.   .   .          !
 1975.3*             +                        !! 0        .   .   .          !
 1975.4!           + *                        !!          .   . 0 .          !
 1976.1!              + *                     !!          .   . 0 .          !
 1976.2!*              +                      !!0         .   .   .          !
 1976.3!     *      +                         !!        0 .   .   .          !
 1976.4!             +      *                 !!          .   .   . 0        !
 1977.1!              *  +                    !!          .0  .   .          !
 1977.2!     *          +                     !!    0     .   .   .          !
 1977.3!              *+                      !!          .  0.   .          !
 1977.4!              *  +                    !!          .0  .   .          !
 1978.1!                  +                   !!          .   .0  .          !
 1978.2!                  +          *        !!          .   .   .    0     !
 1978.3!                     +     *          !!          .   .   . 0        !
 1978.4!          *         +                 !!     0    .   .   .          !
 1979.1!             *  +                     !!          .0  .   .          !
 1979.2!                +                     !!          .   0   .          !
 1979.3!                 +                    !!          .   0   .          !
 1979.4!                +*                    !!          .   .0  .          !
 1980.1!                + *                   !!          .   . 0 .          !
 1980.2!                +            *        !!          .   .   .      0   !
 1980.3!                   +*                 !!          .   . 0 .          !
 1980.4!                +*                    !!          .   0   .          !
 1981.1!              +*                      !!          .   .0  .          !
 1981.2!              +   *                   !!          .   .  0.          !
 1981.3!              +                       !!          .   0   .          !
 1981.4!             +   *                    !!          .   .   0          !
 1982.1!             *+                       !!          .  0.   .          !
 1982.2!             +       *                !!          .   .   . 0        !
 1982.3!              *+                      !!          .   0   .          !
 1982.4!             *+                       !!          .   0   .          !
 1983.1!             +                        !!          .   0   .          !
 1983.2!             +                *       !!          .   .   .          0
 1983.3!  *              +                    !!0         .   .   .          !
 1983.4!            +     *                   !!          .   .   . 0        !
 1984.1!              +                       !!          .   0   .          !
 1984.2!              + *                     !!          .   . 0 .          !
 1984.3!             *+                       !!          .  0.   .          !
 1984.4!              +  *                    !!          .   . 0 .          !
 1985.1!           *  +                       !!          .0  .   .          !
 1985.2!      *       +                       !!       0  .   .   .          !
 1985.3!              +                       !!          .   0   .          !
 1985.4!               + *                    !!          .   . 0 .          !
 1986.1!                * +                   !!          . 0 .   .          !
 1986.2!                   *+                 !!          .  0.   .          !
 1986.3!                     +                !!          .   0   .          !
 1986.4!                *    +                !!         0.   .   .          !
 1987.1!                    +                 !!          .   0   .          !
 1987.2!              *      +                !!        0 .   .   .          !
 1987.3!                  * +                 !!          . 0 .   .          !
 1987.4!                     +                !!          .   0   .          !
 1988.1!                      +  *            !!          .   .  0.          !
 1988.2!                      +               !!          .   0   .          !
 1988.3!                      + *             !!          .   . 0 .          !
 1988.4!                       + *            !!          .   . 0 .          !
 1989.1!                      +  *            !!          .   .  0.          !
 1989.2!                      +               !!          .   0   .          !
 1989.3!                     +                !!          .  0.   .          !
 1989.4!                     + *              !!          .   .0  .          !
 1990.1!                     *+               !!          .   0   .          !
 1990.2!                    +  *              !!          .   .  0.          !
 1990.3!                   +                  !!          .   0   .          !
 1990.4!                  +*                  !!          .   .0  .          !
 1991.1!                  *+                  !!          .  0.   .          !
 1991.2!                   +*                 !!          .   .0  .          !
 1991.3!                  + *                 !!          .   .0  .          !
 1991.4!                   +                  !!          .   .0  .          !
 1992.1!                   +*                 !!          .   .0  .          !
 1992.2!                  *  +                !!          .0  .   .          !
 1992.3!                     +         *      !!          .   .   .    0     !
 1992.4!                       +              !!          .   0   .          !
 1993.1!                     +*               !!          .   .0  .          !
 1993.2!                      +*              !!          .   .0  .          !
 1993.3!                      +*              !!          .   .0  .          !
 1993.4!                     + *              !!          .   .0  .          !
 1994.1!                      +*              !!          .   .0  .          !
 1994.2!                      + *             !!          .   . 0 .          !
 1994.3!                      +  *            !!          .   . 0 .          !
 1994.4!                      +  *            !!          .   . 0 .          !
 1995.1!                      +*              !!          .   .0  .          !
 1995.2!                      + *             !!          .   . 0 .          !
 1995.3!                      + *             !!          .   . 0 .          !
 1995.4!                      + *             !!          .   .0  .          !
 1996.1!                    * +               !!          . 0 .   .          !
 1996.2!                     + *              !!          .   . 0 .          !
 1996.3!                      +               !!          .   0   .          !
 1996.4!                     +*               !!          .   0   .          !
 1997.1!                     +                !!          .   0   .          !
 1997.2!                    *+                !!          .   0   .          !
 1997.3!                     +                !!          .   0   .          !
 1997.4!                      +               !!          .   0   .          !
 1998.1!                     + *              !!          .   .0  .          !
 1998.2!                       +  *           !!          .   .  0.          !
 1998.3!                        +  *          !!          .   .  0.          !
 1998.4!                        + *           !!          .   . 0 .          !
 1999.1!                       +              !!          .   0   .          !
 1999.2!                      +*              !!          .   0   .          !
 1999.3!                      +  *            !!          .   . 0 .          !
 1999.4!                       + *            !!          .   . 0 .          !
 2000.1!                      +*              !!          .   .0  .          !
 2000.2!                      +*              !!          .   .0  .          !
 2000.3!                      +*              !!          .   .0  .          !
 2000.4!                      + *             !!          .   . 0 .          !
 2001.1!                     *+               !!          .  0.   .          !
 2001.2!                      + *             !!          .   .0  .          !
 2001.3!                       +*             !!          .   .0  .          !
 2001.4!                       +              !!          .   0   .          !
 2002.1!                       + *            !!          .   . 0 .          !
 2002.2!                        +             !!          .   .0  .          !
 2002.3!                        +             !!          .   .0  .          !
 2002.4!                        +*            !!          .   .0  .          !
 2003.1!                        +             !!          .  0.   .          !
 2003.2!                        *+            !!          .  0.   .          !
 2003.3!                       * +            !!          . 0 .   .          !
 2003.4!                       * +            !!          . 0 .   .          !
 2004.1!                       * +            !!          . 0 .   .          !
 2004.2!                      *  +            !!          .0  .   .          !
 2004.3!                       * +            !!          .  0.   .          !
 2004.4!                       *  +           !!          . 0 .   .          !
 2005.1!                        * +           !!          .  0.   .          !
 2005.2!                       * +            !!          . 0 .   .          !
 2005.3!                     *   +            !!          .0  .   .          !
 2005.4!                       * +            !!          .  0.   .          !
 2006.1!                        +             !!          .   0   .          !
 2006.2!                         +        *   !!          .   .   .   0      !
 2006.3!                         * +          !!          .  0.   .          !
 2006.4!                         *+           !!          .  0.   .          !
 2007.1!                         +            !!          .  0.   .          !
 2007.2!                         +     *      !!          .   .   .0         !
 2007.3!                        *  +          !!          .0  .   .          !
 2007.4!                          + *         !!          .   . 0 .          !
 2008.1!                       *   +          !!          .0  .   .          !
 2008.2!                        * +           !!          . 0 .   .          !
 2008.3!                          +  *        !!          .   .  0.          !
 2008.4!                       *   +          !!          .0  .   .          !
 2009.1!                         +            !!          .  0.   .          !
 2009.2!                          + *         !!          .   .0  .          !
 2009.3!                          *+          !!          .  0.   .          !
 2009.4!                    *      +          !!        0 .   .   .          !
 2010.1!                    *    +            !!         0.   .   .          !
 2010.2!                     *   +            !!          .0  .   .          !
 2010.3!                         +            *!          .   .   .      0   !
 2010.4!                        *    +        !!          0   .   .          !
 2011.1!                          +         * !!          .   .   .     0    !
 2011.2!                            +       * !!          .   .   .  0       !
 2011.3!                      *     +         !!        0 .   .   .          !
 2011.4!                  *      +            !!        0 .   .   .          !
 2012.1!                        +*            !!          .   .0  .          !
 2012.2!                    *     +           !!         0.   .   .          !
 2012.3!                       * +            !!          .  0.   .          !
 2012.4!                     *   +            !!          0   .   .          !


     18.83 percent of the residuals exceed 1 SE
      7.79 percent of the residuals exceed 2 SE
@@EQ 2500 LAAVIEG C LAVIEG(-1) PVIEG;SMPL 1995.3 2012.4;OLS;EST 2500 PLOT=0;EN
@@EQ 2501 LAANIEG C LANIEG(-1) PNIEG;SMPL 2004.3 2012.4;OLS;EST 2501 PLOT=0;EN
@@EQ 2502 LAAALEG C LAALEG(-1) PALEG;SMPL 1988.3 2012.4;OLS;EST 2502 PLOT=0;EN
@@EQ 2503 LAAIAEG C LAIAEG(-1) PIAEG;SMPL 1980.3 2012.4;OLS;EST 2503 PLOT=0;EN
@@EQ 2504 LAAINEG C LAINEG(-1) PINEG;SMPL 2001.3 2012.4;OLS;EST 2504 PLOT=0;EN
@@EQ 2505 LAAIQEG C LAIQEG(-1) PIQEG;SMPL 1999.3 2012.4;OLS;EST 2505 PLOT=0;EN
@@EQ 2506 LAAKUEG C LAKUEG(-1) PKUEG;SMPL 1974.3 2012.4;OLS;EST 2506 PLOT=0;EN
@@EQ 2507 LAALIEG C LALIEG(-1) PLIEG;SMPL 1981.3 2012.4;OLS;EST 2507 PLOT=0;EN
@@EQ 2508 LAAUAEG C LAUAEG(-1) PUAEG;SMPL 1988.3 2012.4;OLS;EST 2508 PLOT=0;EN
@EQ  2509 LAAUSIS C LAUSIS(-1) PUSIS;SMPL 1966.1 2012.4;OLS;EST 2509 PLOT=0;EN
@EQ  2510 LAACAIS C LACAIS(-1) PCAIS;SMPL 1966.1 2012.4;OLS;EST 2510 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJAIS=JAPX$/ISPMM;                                                      
 GENR LAAJAIS=LOG(AAJAIS+.00001);                                             
 GENR LAJAIS=LOG(AJAIS+.00001);                                               
 LHS AAJAIS=EXP(LAAJAIS)-.00001;                                              
  EQ 2511 LAAJAIS C LAJAIS(-1) PJAIS;                                         
EQUATION 1412  LAAJAIS  
   RHS     C  LAJAIS(-1)  PJAIS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1412 PLOT=0;END;                                                     

Equation number = 1412
**********************

Dependent variable = LAAJAIS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.783735612

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.463623626       0.133982860  -3.46032     1.000000
14645 LAJAIS  ( -1)       0.744520308       0.048568868  15.32917    -3.782921
14643 PJAIS   (  0)      -0.393302894       0.105527366  -3.72702     1.280566

SE of equation            =     0.243659929
Sum of squared residuals  =  10.9834798      -0.533306732E-11
Average absolute error    =     0.164902898
Sum of ABS residuals      =  31.0017449    
R squared                 =   0.77303
Durbin-Watson statistic   =   2.31368
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                    +  *              !!           .  . 0.           !
 1966.2!                     +*               !!           .  .0 .           !
 1966.3!                    +   *             !!           .  .  0           !
 1966.4*                     +                !0           .  .  .           !
 1967.1!   +                     *            !!           .  .  .           0
 1967.2!                      +     *         !!           .  .  .0          !
 1967.3!        *               +             !!   0       .  .  .           !
 1967.4!  *       +                           !!         0 .  .  .           !
 1968.1!     +                                !!           .  0  .           !
 1968.2!  *    +                              !!           0  .  .           !
 1968.3!     +   *                            !!           .  .  0           !
 1968.4!      *   +                           !!           0  .  .           !
 1969.1!       +                              !!           .  0  .           !
 1969.2!       *+                             !!           . 0.  .           !
 1969.3!       * +                            !!           . 0.  .           !
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 1970.1!      *  +                            !!           0  .  .           !
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 1971.1!     *      +                         !!         0 .  .  .           !
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 1971.3!             + *                      !!           .  .0 .           !
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 2001.4!                       *    +         !!          0.  .  .           !
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 2002.3!                        *  +          !!           . 0.  .           !
 2002.4!                     *   +            !!           0  .  .           !
 2003.1!                       +  *           !!           .  . 0.           !
 2003.2!                          +           !!           .  0  .           !
 2003.3!                           +          !!           .  0  .           !
 2003.4!                         * +          !!           .0 .  .           !
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 2004.2!                             +        !!           .  0  .           !
 2004.3!                            *+        !!           . 0.  .           !
 2004.4!                           *+         !!           . 0.  .           !
 2005.1!                           *+         !!           . 0.  .           !
 2005.2!                           + *        !!           .  .0 .           !
 2005.3!                             +        !!           .  0  .           !
 2005.4!                             +        !!           . 0.  .           !
 2006.1!                           * +        !!           . 0.  .           !
 2006.2!                            + *       !!           .  .0 .           !
 2006.3!                             *+       !!           .  0  .           !
 2006.4!                          *   +       !!           0  .  .           !
 2007.1!                            +  *      !!           .  . 0.           !
 2007.2!                                +     !!           .  0  .           !
 2007.3!                                +  *  !!           .  . 0.           !
 2007.4!                                  +*  !!           .  .0 .           !
 2008.1!                                   +  !!           .  0  .           !
 2008.2!                                 * +  !!           . 0.  .           !
 2008.3!                                 + *  !!           .  .0 .           !
 2008.4!                                  +   !!           .  0  .           !
 2009.1!                          *      +    !!         0 .  .  .           !
 2009.2!                         *  +         !!           . 0.  .           !
 2009.3!                           +  *       !!           .  . 0.           !
 2009.4!                              *+      !!           . 0.  .           !
 2010.1!                              +  *    !!           .  .0 .           !
 2010.2!                                +*    !!           .  0  .           !
 2010.3!                                 +    !!           .  0  .           !
 2010.4!                             *   +    !!           0  .  .           !
 2011.1!                              + *     !!           .  . 0.           !
 2011.2!                                +     !!           .  0  .           !
 2011.3!                                +     !!           .  0  .           !
 2011.4!                               *+     !!           .  0  .           !
 2012.1!                               +*     !!           .  .0 .           !
 2012.2!                         *      +     !!         0 .  .  .           !
 2012.3!                      *    +          !!           0  .  .           !
 2012.4!                    *    +            !!           0  .  .           !


     18.62 percent of the residuals exceed 1 SE
      2.66 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUIS=AUPX$/ISPMM;                                                      
 GENR LAAAUIS=LOG(AAAUIS+.00001);                                             
 GENR LAAUIS=LOG(AAUIS+.00001);                                               
 LHS AAAUIS=EXP(LAAAUIS)-.00001;                                              
  EQ 2512 LAAAUIS C LAAUIS(-1) PAUIS;                                         
EQUATION 1413  LAAAUIS  
   RHS     C  LAAUIS(-1)  PAUIS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1413 PLOT=0;END;                                                     

Equation number = 1413
**********************

Dependent variable = LAAAUIS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.168747209

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.204012767       0.328741131  -6.70440     1.000000
14648 LAAUIS  ( -1)       0.514750720       0.061842587   8.32356    -5.165632
14646 PAUIS   (  0)      -0.320558511       0.170279317  -1.88255     0.953716

SE of equation            =     0.177501415
Sum of squared residuals  =  5.82874921       0.344444473E-10
Average absolute error    =     0.139236240
Sum of ABS residuals      =  26.1764132    
R squared                 =   0.30774
Durbin-Watson statistic   =   2.24172
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                        +         *   !!         .    .    .  0      !
 1966.2!                          +      *    !!         .    .    .0        !
 1966.3!                         +            !!         .    0    .         !
 1966.4!                *     +               !!         0    .    .         !
 1967.1!                 +  *                 !!         .    .  0 .         !
 1967.2!                   +    *             !!         .    .   0.         !
 1967.3!                    +      *          !!         .    .    .0        !
 1967.4!                *     +               !!         0    .    .         !
 1968.1!         *      +                     !!        0.    .    .         !
 1968.2!             +              *         !!         .    .    .        0!
 1968.3!                       +      *       !!         .    .    . 0       !
 1968.4!                        + *           !!         .    . 0  .         !
 1969.1!                     +    *           !!         .    .   0.         !
 1969.2!                     +                !!         .   0.    .         !
 1969.3!                   +     *            !!         .    .    0         !
 1969.4!                     +       *        !!         .    .    . 0       !
 1970.1!                       +        *     !!         .    .    .  0      !
 1970.2!                  *      +            !!        0.    .    .         !
 1970.3!                  +  *                !!         .    .  0 .         !
 1970.4!                *  +                  !!         . 0  .    .         !
 1971.1!                *+                    !!         .   0.    .         !
 1971.2!          *      +                    !!        0.    .    .         !
 1971.3!             +                        !!         .    0    .         !
 1971.4!           *   +                      !!         .0   .    .         !
 1972.1!             +                        !!         .   0.    .         !
 1972.2!          *   +                       !!         .0   .    .         !
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 1972.4!                * +                   !!         .  0 .    .         !
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 1985.3!                     +                *!         .    .    .         0
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 1986.1!                  +       *           !!         .    .    .0        !
 1986.2!                      +  *            !!         .    .  0 .         !
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 1986.4!                     +  *             !!         .    . 0  .         !
 1987.1!              *     +                 !!         0    .    .         !
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 1987.3!    *            +                    !!   0     .    .    .         !
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 1989.4!     *     +                          !!         0    .    .         !
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 1990.2!         + *                          !!         .    .0   .         !
 1990.3!             +  *                     !!         .    .  0 .         !
 1990.4!       *       +                      !!       0 .    .    .         !
 1991.1*           +                          !!    0    .    .    .         !
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 1992.2!            *      +                  !!        0.    .    .         !
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 1994.4!               +   *                  !!         .    .   0.         !
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 1995.2!             +*                       !!         .    .0   .         !
 1995.3!              + *                     !!         .    . 0  .         !
 1995.4!          *    +                      !!         .0   .    .         !
 1996.1!           *+                         !!         .   0.    .         !
 1996.2!             +                        !!         .    .0   .         !
 1996.3!              +  *                    !!         .    .  0 .         !
 1996.4!            *   +                     !!         .0   .    .         !
 1997.1!              +                       !!         .    .0   .         !
 1997.2!              *+                      !!         .   0.    .         !
 1997.3!               +*                     !!         .    .0   .         !
 1997.4!              * +                     !!         .  0 .    .         !
 1998.1!               +                      !!         .    0    .         !
 1998.2!               +    *                 !!         .    .   0.         !
 1998.3!                  +                   !!         .    0    .         !
 1998.4!                 +  *                 !!         .    .  0 .         !
 1999.1!             *    +                   !!         .0   .    .         !
 1999.2!         *    +                       !!         0    .    .         !
 1999.3!            +*                        !!         .    .0   .         !
 1999.4!             * +                      !!         .  0 .    .         !
 2000.1!               +*                     !!         .    .0   .         !
 2000.2!              *  +                    !!         .  0 .    .         !
 2000.3!               *+                     !!         .   0.    .         !
 2000.4!            *    +                    !!         .0   .    .         !
 2001.1!               +*                     !!         .    .0   .         !
 2001.2!                *+                    !!         .   0.    .         !
 2001.3!                 +*                   !!         .    .0   .         !
 2001.4!                  + *                 !!         .    . 0  .         !
 2002.1!                  *+                  !!         .   0.    .         !
 2002.2!                *+                    !!         .  0 .    .         !
 2002.3!                +*                    !!         .    .0   .         !
 2002.4!              *  +                    !!         .  0 .    .         !
 2003.1!         *     +                      !!         0    .    .         !
 2003.2!            +  *                      !!         .    . 0  .         !
 2003.3!              *+                      !!         .   0.    .         !
 2003.4!            * +                       !!         . 0  .    .         !
 2004.1!             + *                      !!         .    . 0  .         !
 2004.2!               + *                    !!         .    . 0  .         !
 2004.3!                +                     !!         .    0    .         !
 2004.4!          *    +                      !!         0    .    .         !
 2005.1!            +*                        !!         .    .0   .         !
 2005.2!           *  +                       !!         . 0  .    .         !
 2005.3!          *  +                        !!         .  0 .    .         !
 2005.4!            *+                        !!         .   0.    .         !
 2006.1!              +*                      !!         .    .0   .         !
 2006.2!             * +                      !!         .  0 .    .         !
 2006.3!              +*                      !!         .    .0   .         !
 2006.4!         *     +                      !!         0    .    .         !
 2007.1!            +   *                     !!         .    .  0 .         !
 2007.2!             * +                      !!         .  0 .    .         !
 2007.3!              +  *                    !!         .    .  0 .         !
 2007.4!                +*                    !!         .    .0   .         !
 2008.1!             * +                      !!         .  0 .    .         !
 2008.2!             +           *            !!         .    .    .    0    !
 2008.3!                    +  *              !!         .    . 0  .         !
 2008.4!                   +              *   !!         .    .    .       0 !
 2009.1!                     *   +            !!         . 0  .    .         !
 2009.2!                  +             *     !!         .    .    .      0  !
 2009.3!                    *  +              !!         . 0  .    .         !
 2009.4!                 + *                  !!         .    . 0  .         !
 2010.1!                 +  *                 !!         .    .  0 .         !
 2010.2!               *  +                   !!         .  0 .    .         !
 2010.3!                +   *                 !!         .    .  0 .         !
 2010.4!                 *+                   !!         .   0.    .         !
 2011.1!                 + *                  !!         .    . 0  .         !
 2011.2!               * +                    !!         .  0 .    .         !
 2011.3!               +             *        !!         .    .    .      0  !
 2011.4!                       +*             !!         .    .0   .         !
 2012.1!                 *  +                 !!         . 0  .    .         !
 2012.2!              *  +                    !!         .  0 .    .         !
 2012.3!               +*                     !!         .    .0   .         !
 2012.4!           *     +                    !!         0    .    .         !


     28.72 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@EQ  2513 LAAFRIS C LAFRIS(-1) PFRIS;SMPL 1966.1 2012.4;OLS;EST 2513 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEIS=GEPX$/ISPMM;                                                      
 GENR LAAGEIS=LOG(AAGEIS+.00001);                                             
 GENR LAGEIS=LOG(AGEIS+.00001);                                               
 LHS AAGEIS=EXP(LAAGEIS)-.00001;                                              
  EQ 2514 LAAGEIS C LAGEIS(-1) PGEIS;                                         
EQUATION 1414  LAAGEIS  
   RHS     C  LAGEIS(-1)  PGEIS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1414 PLOT=0;END;                                                     

Equation number = 1414
**********************

Dependent variable = LAAGEIS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.230046472

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.092934035       0.092013290  -1.01001     1.000000
14651 LAGEIS  ( -1)       0.847677689       0.037720351  22.47269    -2.228717
14649 PGEIS   (  0)      -0.260474454       0.101802540  -2.55862     0.951644

SE of equation            =     0.100200596
Sum of squared residuals  =  1.85742951      -0.864641692E-11
Average absolute error    =     0.079283439
Sum of ABS residuals      =  14.9052865    
R squared                 =   0.80243
Durbin-Watson statistic   =   2.52239
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                    +    *            !!          .   .   . 0        !
 1966.2!                     *   +            !!         0.   .   .          !
 1966.3!                *     +               !!       0  .   .   .          !
 1966.4!                 +*                   !!          .   .0  .          !
 1967.1!               *   +                  !!         0.   .   .          !
 1967.2!                 +      *             !!          .   .   .   0      !
 1967.3!                     *  +             !!          0   .   .          !
 1967.4!                      +    *          !!          .   .   . 0        !
 1968.1!                          *+          !!          .  0.   .          !
 1968.2!                          +   *       !!          .   .   .0         !
 1968.3!                            * +       !!          . 0 .   .          !
 1968.4!                            +   *     !!          .   .   .0         !
 1969.1!                               + *    !!          .   . 0 .          !
 1969.2!                              * +     !!          . 0 .   .          !
 1969.3!                            *+        !!          . 0 .   .          !
 1969.4!                           +  *       !!          .   .  0.          !
 1970.1!                             +*       !!          .   .0  .          !
 1970.2!                             +        !!          .   0   .          !
 1970.3!                          * +         !!          .0  .   .          !
 1970.4!                         + *          !!          .   .0  .          !
 1971.1!                          +*          !!          .   .0  .          !
 1971.2!                          *+          !!          .  0.   .          !
 1971.3!                         + *          !!          .   .0  .          !
 1971.4!                          +   *       !!          .   .   .0         !
 1972.1!                            +         !!          .   0   .          !
 1972.2!                           + *        !!          .   . 0 .          !
 1972.3!                        *  +          !!          0   .   .          !
 1972.4!                       +    *         !!          .   .   . 0        !
 1973.1!                        * +           !!          .0  .   .          !
 1973.2!                      *+              !!          .  0.   .          !
 1973.3!                    +*                !!          .   0   .          !
 1973.4!                    +         *       !!          .   .   .       0  !
 1974.1!                            +*        !!          .   .0  .          !
 1974.2!                           + *        !!          .   . 0 .          !
 1974.3!                            +         !!          .   .0  .          !
 1974.4!                           +     *    !!          .   .   .   0      !
 1975.1!                       *       +      !!     0    .   .   .          !
 1975.2!                       +*             !!          .   . 0 .          !
 1975.3!                    *   +             !!          0   .   .          !
 1975.4!                  * +                 !!          .0  .   .          !
 1976.1!                  +   *               !!          .   .   .0         !
 1976.2!                  *   +               !!          0   .   .          !
 1976.3!                   +*                 !!          .   . 0 .          !
 1976.4!                  * +                 !!          .  0.   .          !
 1977.1!                 *+                   !!          . 0 .   .          !
 1977.2!              *  +                    !!          .0  .   .          !
 1977.3!               +*                     !!          .   . 0 .          !
 1977.4!                + *                   !!          .   .0  .          !
 1978.1!                 +*                   !!          .   .0  .          !
 1978.2!                  +                   !!          .   .0  .          !
 1978.3!                 *+                   !!          .  0.   .          !
 1978.4!                +       *             !!          .   .   .   0      !
 1979.1!                     *+               !!          . 0 .   .          !
 1979.2!                    +     *           !!          .   .   .  0       !
 1979.3!                      *  +            !!          .0  .   .          !
 1979.4!                   * +                !!          .0  .   .          !
 1980.1!                  +                   !!          .   0   .          !
 1980.2!                  +        *          !!          .   .   .     0    !
 1980.3!                       *  +           !!          .0  .   .          !
 1980.4!                       +    *         !!          .   .   . 0        !
 1981.1!                      *     +         !!       0  .   .   .          !
 1981.2!                       +   *          !!          .   .   .0         !
 1981.3!                            +  *      !!          .   .  0.          !
 1981.4!                              +*      !!          .   .0  .          !
 1982.1!                              *+      !!          .   0   .          !
 1982.2!                          *   +       !!         0.   .   .          !
 1982.3!                          +    *      !!          .   .   .0         !
 1982.4!                              *+      !!          .  0.   .          !
 1983.1!                              +   *   !!          .   .   .0         !
 1983.2!                                *+    !!          .  0.   .          !
 1983.3!                                +     !!          .   0   .          !
 1983.4!                                +     *!          .   .   .   0      !
 1984.1!                                  *  +!!          0   .   .          !
 1984.2!                          *      +    !!      0   .   .   .          !
 1984.3!                           +   *      !!          .   .   .0         !
 1984.4!                               + *    !!          .   . 0 .          !
 1985.1!                            *     +   !!        0 .   .   .          !
 1985.2!                          *  +        !!          .0  .   .          !
 1985.3!                           + *        !!          .   . 0 .          !
 1985.4!                           *+         !!          . 0 .   .          !
 1986.1!                          +   *       !!          .   .   .0         !
 1986.2!                             + *      !!          .   .  0.          !
 1986.3!                            *+        !!          .  0.   .          !
 1986.4!                           + *        !!          .   .  0.          !
 1987.1!                           + *        !!          .   . 0 .          !
 1987.2!                           +*         !!          .   .0  .          !
 1987.3!                      *    +          !!         0.   .   .          !
 1987.4!                     +  *             !!          .   .  0.          !
 1988.1!                      +               !!          .   0   .          !
 1988.2!                     +                !!          .  0.   .          !
 1988.3!                    + *               !!          .   . 0 .          !
 1988.4!                     +      *         !!          .   .   .  0       !
 1989.1!                        * +           !!          .0  .   .          !
 1989.2!                       +*             !!          .   .0  .          !
 1989.3!                       *+             !!          .  0.   .          !
 1989.4!                      + *             !!          .   . 0 .          !
 1990.1!                      +               !!          .   0   .          !
 1990.2!                     +       *        !!          .   .   .   0      !
 1990.3!                     *     +          !!       0  .   .   .          !
 1990.4!                    +    *            !!          .   .   . 0        !
 1991.1!                       +  *           !!          .   .  0.          !
 1991.2!                      *  +            !!          .0  .   .          !
 1991.3!                     +   *            !!          .   .   .0         !
 1991.4!                        +   *         !!          .   .   .0         !
 1992.1!                          + *         !!          .   . 0 .          !
 1992.2!                       *  +           !!          .0  .   .          !
 1992.3!                     +  *             !!          .   .  0.          !
 1992.4!                  *   +               !!         0.   .   .          !
 1993.1!              *   +                   !!          0   .   .          !
 1993.2!              +     *                 !!          .   .   .  0       !
 1993.3!                 * +                  !!          . 0 .   .          !
 1993.4!                 +*                   !!          .   . 0 .          !
 1994.1!                 +*                   !!          .   .0  .          !
 1994.2!                 +    *               !!          .   .   .0         !
 1994.3!                *    +                !!        0 .   .   .          !
 1994.4!               +    *                 !!          .   .   .0         !
 1995.1!                * +                   !!          .0  .   .          !
 1995.2!               + *                    !!          .   .  0.          !
 1995.3!            *   +                     !!          0   .   .          !
 1995.4!            +   *                     !!          .   .   0          !
 1996.1!               +                      !!          .  0.   .          !
 1996.2!              +  *                    !!          .   .  0.          !
 1996.3!               *+                     !!          . 0 .   .          !
 1996.4!               + *                    !!          .   .  0.          !
 1997.1!                 +                    !!          .   0   .          !
 1997.2!                 +                    !!          .  0.   .          !
 1997.3!                 +  *                 !!          .   .  0.          !
 1997.4!                  *+                  !!          . 0 .   .          !
 1998.1!              *   +                   !!         0.   .   .          !
 1998.2!             *+                       !!          .  0.   .          !
 1998.3!         *    +                       !!         0.   .   .          !
 1998.4!          +  *                        !!          .   .  0.          !
 1999.1!              +        *              !!          .   .   .      0   !
 1999.2!                      + *             !!          .   .0  .          !
 1999.3!          *            +              !0          .   .   .          !
 1999.4!           +  *                       !!          .   .  0.          !
 2000.1!            *  +                      !!          0   .   .          !
 2000.2!            *+                        !!          . 0 .   .          !
 2000.3!             +   *                    !!          .   .   0          !
 2000.4!                  +*                  !!          .   .0  .          !
 2001.1!               *   +                  !!         0.   .   .          !
 2001.2!             *  +                     !!          0   .   .          !
 2001.3!             *+                       !!          .  0.   .          !
 2001.4!              +   *                   !!          .   .   0          !
 2002.1!              *   +                   !!         0.   .   .          !
 2002.2!         *     +                      !!       0  .   .   .          !
 2002.3!      *    +                          !!         0.   .   .          !
 2002.4!        +  *                          !!          .   .  0.          !
 2003.1!         *  +                         !!          .0  .   .          !
 2003.2!          +       *                   !!          .   .   .     0    !
 2003.3!          *       +                   !!     0    .   .   .          !
 2003.4!           +                          !!          .   .0  .          !
 2004.1!           +                          !!          .  0.   .          !
 2004.2!           + *                        !!          .   . 0 .          !
 2004.3!   *         +                        !!  0       .   .   .          !
 2004.4!    +     *                           !!          .   .   . 0        !
 2005.1!         *+                           !!          . 0 .   .          !
 2005.2!    *     +                           !!       0  .   .   .          !
 2005.3!      +                               !!          .   0   .          !
 2005.4!        +  *                          !!          .   .  0.          !
 2006.1!         *  +                         !!          0   .   .          !
 2006.2!       *  +                           !!          .0  .   .          !
 2006.3!        +                             !!          .   0   .          !
 2006.4!         +*                           !!          .   0   .          !
 2007.1!     *     +                          !!       0  .   .   .          !
 2007.2!  *   +                               !!         0.   .   .          !
 2007.3!  * +                                 !!          . 0 .   .          !
 2007.4!    +                                 !!          .   0   .          !
 2008.1!  *  +                                !!          .0  .   .          !
 2008.2!  * +                                 !!          . 0 .   .          !
 2008.3*    +                                 !!        0 .   .   .          !
 2008.4!  +     *                             !!          .   .   .  0       !
 2009.1!        *+                            !!          .  0.   .          !
 2009.2!        *+                            !!          . 0 .   .          !
 2009.3!         +*                           !!          .   . 0 .          !
 2009.4!           +*                         !!          .   . 0 .          !
 2010.1!         *   +                        !!          0   .   .          !
 2010.2!         * +                          !!          .0  .   .          !
 2010.3!      *   +                           !!         0.   .   .          !
 2010.4!        +                             !!          .   0   .          !
 2011.1!        * +                           !!          . 0 .   .          !
 2011.2!       * +                            !!          .0  .   .          !
 2011.3!      * +                             !!          .0  .   .          !
 2011.4!        +   *                         !!          .   .   .0         !
 2012.1!            *+                        !!          .  0.   .          !
 2012.2!            *+                        !!          . 0 .   .          !
 2012.3!         *   +                        !!         0.   .   .          !
 2012.4!         * +                          !!          .  0.   .          !


     32.45 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITIS=ITPX$/ISPMM;                                                      
 GENR LAAITIS=LOG(AAITIS+.00001);                                             
 GENR LAITIS=LOG(AITIS+.00001);                                               
 LHS AAITIS=EXP(LAAITIS)-.00001;                                              
  EQ 2515 LAAITIS C LAITIS(-1) PITIS;                                         
EQUATION 1415  LAAITIS  
   RHS     C  LAITIS(-1)  PITIS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1415 PLOT=0;END;                                                     

Equation number = 1415
**********************

Dependent variable = LAAITIS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.661515290

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.252416537       0.093414612  -2.70211     1.000000
14654 LAITIS  ( -1)       0.801729233       0.041112611  19.50081    -2.660715
14652 PITIS   (  0)      -0.330919136       0.095009810  -3.48300     0.833816

SE of equation            =     0.134298349
Sum of squared residuals  =  3.33666862      -0.884625706E-12
Average absolute error    =     0.099664204
Sum of ABS residuals      =  18.7368703    
R squared                 =   0.78500
Durbin-Watson statistic   =   2.42257
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!           +*                         !!          .   .0  .          !
 1966.2!              +   *                   !!          .   .   0          !
 1966.3!     *            +                   !!  0       .   .   .          !
 1966.4!         +  *                         !!          .   .  0.          !
 1967.1!      *       +                       !!       0  .   .   .          !
 1967.2!          +                           !!          .   0   .          !
 1967.3!       *    +                         !!         0.   .   .          !
 1967.4!         +*                           !!          .   0   .          !
 1968.1!            +   *                     !!          .   .  0.          !
 1968.2!                 + *                  !!          .   . 0 .          !
 1968.3!                   +                  !!          .   0   .          !
 1968.4!                    +                 !!          .   0   .          !
 1969.1!                    +  *              !!          .   .  0.          !
 1969.2!                      *+              !!          .  0.   .          !
 1969.3!                   *  +               !!          . 0 .   .          !
 1969.4!          *         +                 !!     0    .   .   .          !
 1970.1!            +       *                 !!          .   .   .  0       !
 1970.2!                *    +                !!         0.   .   .          !
 1970.3!                 +*                   !!          .   .0  .          !
 1970.4!           *       +                  !!      0   .   .   .          !
 1971.1!           * +                        !!          . 0 .   .          !
 1971.2!        *     +                       !!         0.   .   .          !
 1971.3!            +    *                    !!          .   .   . 0        !
 1971.4!                 * +                  !!          .  0.   .          !
 1972.1!                  +*                  !!          .   0   .          !
 1972.2!                   +*                 !!          .   .0  .          !
 1972.3!                    +             *   !!          .   .   .        0 !
 1972.4!                                +     !!          .   0   .          !
 1973.1!              *               +       !0          .   .   .          !
 1973.2!                +     *               !!          .   .   . 0        !
 1973.3!                  *   +               !!          0   .   .          !
 1973.4!                   +                  !!          .   0   .          !
 1974.1!                    +    *            !!          .   .   . 0        !
 1974.2!                      *  +            !!          .0  .   .          !
 1974.3!                      +  *            !!          .   .  0.          !
 1974.4!                     *  +             !!          .0  .   .          !
 1975.1!           *         +                !!     0    .   .   .          !
 1975.2!              +   *                   !!          .   .   0          !
 1975.3!              *   +                   !!          0   .   .          !
 1975.4!         *      +                     !!        0 .   .   .          !
 1976.1!             +         *              !!          .   .   .    0     !
 1976.2!                   *   +              !!          0   .   .          !
 1976.3!            *       +                 !!       0  .   .   .          !
 1976.4!           *   +                      !!          0   .   .          !
 1977.1!             +*                       !!          .   .0  .          !
 1977.2!              * +                     !!          .  0.   .          !
 1977.3!            *   +                     !!          .0  .   .          !
 1977.4!            * +                       !!          . 0 .   .          !
 1978.1!              *+                      !!          .   0   .          !
 1978.2!                +   *                 !!          .   .   0          !
 1978.3!               *     +                !!         0.   .   .          !
 1978.4!                 +     *              !!          .   .   . 0        !
 1979.1!                       +  *           !!          .   .  0.          !
 1979.2!                        *+            !!          .  0.   .          !
 1979.3!                      * +             !!          .  0.   .          !
 1979.4!                     *+               !!          .  0.   .          !
 1980.1!           *         +                !!     0    .   .   .          !
 1980.2!          *  +                        !!          .0  .   .          !
 1980.3!            + *                       !!          .   . 0 .          !
 1980.4!              * +                     !!          . 0 .   .          !
 1981.1!      *        +                      !!     0    .   .   .          !
 1981.2!          +         *                 !!          .   .   .    0     !
 1981.3!                     +         *      !!          .   .   .     0    !
 1981.4!                       *      +       !!        0 .   .   .          !
 1982.1!                       +   *          !!          .   .   0          !
 1982.2!                     *    +           !!         0.   .   .          !
 1982.3!                     +  *             !!          .   . 0 .          !
 1982.4!              *         +             !!    0     .   .   .          !
 1983.1!                +            *        !!          .   .   .       0  !
 1983.2!                         *  +         !!          . 0 .   .          !
 1983.3!                         +            !!          .   0   .          !
 1983.4!                      *  +            !!          .0  .   .          !
 1984.1!                      +*              !!          .   .0  .          !
 1984.2!                   *    +             !!         0.   .   .          !
 1984.3!                  * +                 !!          . 0 .   .          !
 1984.4!                 *  +                 !!          .0  .   .          !
 1985.1!                  +  *                !!          .   .  0.          !
 1985.2!                     *+               !!          . 0 .   .          !
 1985.3!                     +*               !!          .   0   .          !
 1985.4!                      +               !!          .  0.   .          !
 1986.1!                      +  *            !!          .   .  0.          !
 1986.2!                         + *          !!          .   . 0 .          !
 1986.3!                          + *         !!          .   . 0 .          !
 1986.4!                          +           !!          .   0   .          !
 1987.1!                         + *          !!          .   . 0 .          !
 1987.2!                        *+            !!          . 0 .   .          !
 1987.3!                       +     *        !!          .   .   . 0        !
 1987.4!                         * +          !!          . 0 .   .          !
 1988.1!                       +*             !!          .   0   .          !
 1988.2!                       +      *       !!          .   .   . 0        !
 1988.3!                         *  +         !!          .0  .   .          !
 1988.4!                        + *           !!          .   . 0 .          !
 1989.1!                       *+             !!          .  0.   .          !
 1989.2!                      +      *        !!          .   .   .  0       !
 1989.3!                           +*         !!          .   .0  .          !
 1989.4!                         *+           !!          .  0.   .          !
 1990.1!                       +   *          !!          .   .  0.          !
 1990.2!                         + *          !!          .   .  0.          !
 1990.3!                         +  *         !!          .   .  0.          !
 1990.4!                     *    +           !!          0   .   .          !
 1991.1!                    +*                !!          .   .0  .          !
 1991.2!                     +    *           !!          .   .   .0         !
 1991.3!                        +      *      !!          .   .   .  0       !
 1991.4!                           *+         !!          . 0 .   .          !
 1992.1!                        +    *        !!          .   .   0          !
 1992.2!                          +           !!          .   0   .          !
 1992.3!                        +  *          !!          .   .  0.          !
 1992.4!                          +*          !!          .   . 0 .          !
 1993.1!                          +  *        !!          .   .  0.          !
 1993.2!                           +   *      !!          .   .   0          !
 1993.3!                             +    *   !!          .   .   0          !
 1993.4!                               + *    !!          .   . 0 .          !
 1994.1!                               +     *!!          .   .   . 0        !
 1994.2!                                  +   !!          .   0   .          !
 1994.3!                               +*     !!          .   .0  .          !
 1994.4!                              + *     !!          .   .0  .          !
 1995.1!                              +       *!          .   .   .  0       !
 1995.2!                                   +  *!          .   .  0.          !
 1995.3!                                   + *!!          .   . 0 .          !
 1995.4!                              *  +    !!          .0  .   .          !
 1996.1!                            +    *    !!          .   .   .0         !
 1996.2!                              +  *    !!          .   .  0.          !
 1996.3!                              +*      !!          .   . 0 .          !
 1996.4!                          * +         !!          .0  .   .          !
 1997.1!                        +   *         !!          .   .   0          !
 1997.2!                          +*          !!          .   .0  .          !
 1997.3!                         + *          !!          .   . 0 .          !
 1997.4!                         +*           !!          .   .0  .          !
 1998.1!                       *+             !!          .  0.   .          !
 1998.2!                      +*              !!          .   .0  .          !
 1998.3!                     +*               !!          .   .0  .          !
 1998.4!                   * +                !!          . 0 .   .          !
 1999.1!             *    +                   !!          0   .   .          !
 1999.2!              +                       !!          .   0   .          !
 1999.3!              + *                     !!          .   . 0 .          !
 1999.4!              * +                     !!          . 0 .   .          !
 2000.1!               +  *                   !!          .   .  0.          !
 2000.2!                 *+                   !!          .   0   .          !
 2000.3!                 *+                   !!          .  0.   .          !
 2000.4!            *    +                    !!          0   .   .          !
 2001.1!             +   *                    !!          .   .   0          !
 2001.2!                 +*                   !!          .   0   .          !
 2001.3!                *+                    !!          .  0.   .          !
 2001.4!               *+                     !!          .  0.   .          !
 2002.1!               +                      !!          .   0   .          !
 2002.2!           *   +                      !!          0   .   .          !
 2002.3!           +                          !!          .   0   .          !
 2002.4!          * +                         !!          .  0.   .          !
 2003.1!      *   +                           !!          0   .   .          !
 2003.2!       +                              !!          .   0   .          !
 2003.3!     *  +                             !!          .0  .   .          !
 2003.4!     *+                               !!          .  0.   .          !
 2004.1!   * +                                !!          . 0 .   .          !
 2004.2!    +                                 !!          .   0   .          !
 2004.3!     +                                !!          .   0   .          !
 2004.4!   *  +                               !!          .0  .   .          !
 2005.1!    +                                 !!          .   0   .          !
 2005.2!     +*                               !!          .   .0  .          !
 2005.3!     *+                               !!          .  0.   .          !
 2005.4!      +*                              !!          .   .0  .          !
 2006.1!        +                             !!          .   .0  .          !
 2006.2!    *   +                             !!          0   .   .          !
 2006.3!    +*                                !!          .   .0  .          !
 2006.4!    *+                                !!          .  0.   .          !
 2007.1!    +*                                !!          .   0   .          !
 2007.2!    +                                 !!          .  0.   .          !
 2007.3!   +*                                 !!          .   .0  .          !
 2007.4!*   +                                 !!          0   .   .          !
 2008.1!+   *                                 !!          .   .   0          !
 2008.2!*  +                                  !!          . 0 .   .          !
 2008.3!+ *                                   !!          .   . 0 .          !
 2008.4*  +                                   !!          .0  .   .          !
 2009.1+        *                             !!          .   .   .   0      !
 2009.2!       +                              !!          .   0   .          !
 2009.3!     + *                              !!          .   . 0 .          !
 2009.4!    * +                               !!          . 0 .   .          !
 2010.1!   +*                                 !!          .   .0  .          !
 2010.2!   *+                                 !!          .  0.   .          !
 2010.3!   +    *                             !!          .   .   0          !
 2010.4! *     +                              !!         0.   .   .          !
 2011.1!  + *                                 !!          .   . 0 .          !
 2011.2!      +     *                         !!          .   .   . 0        !
 2011.3!         *  +                         !!          .0  .   .          !
 2011.4!       *  +                           !!          .0  .   .          !
 2012.1!  *     +                             !!        0 .   .   .          !
 2012.2!    + *                               !!          .   . 0 .          !
 2012.3!    *  +                              !!          . 0 .   .          !
 2012.4!   *  +                               !!          .0  .   .          !


     26.60 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEIS=NEPX$/ISPMM;                                                      
 GENR LAANEIS=LOG(AANEIS+.00001);                                             
 GENR LANEIS=LOG(ANEIS+.00001);                                               
 LHS AANEIS=EXP(LAANEIS)-.00001;                                              
  EQ 2516 LAANEIS C LANEIS(-1) PNEIS;                                         
EQUATION 1416  LAANEIS  
   RHS     C  LANEIS(-1)  PNEIS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1416 PLOT=0;END;                                                     

Equation number = 1416
**********************

Dependent variable = LAANEIS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.600635123

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.052166987       0.226304032  -4.64935     1.000000
14657 LANEIS  ( -1)       0.490234666       0.063022754   7.77869    -3.602634
14655 PNEIS   (  0)      -0.725637913       0.185578498  -3.91014     1.078130

SE of equation            =     0.191816653
Sum of squared residuals  =  6.80682122      -0.369615449E-11
Average absolute error    =     0.134666600
Sum of ABS residuals      =  25.3173208    
R squared                 =   0.41006
Durbin-Watson statistic   =   2.39576
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!           +       *                  !!           .  .  . 0         !
 1966.2!              * +                     !!           . 0.  .           !
 1966.3!              +*                      !!           .  0  .           !
 1966.4!               +                      !!           .  0  .           !
 1967.1!              +      *                !!           .  .  .0          !
 1967.2!                  +*                  !!           .  .0 .           !
 1967.3!                 +*                   !!           .  .0 .           !
 1967.4!            *   +                     !!           .0 .  .           !
 1968.1!             +*                       !!           .  0  .           !
 1968.2!             +     *                  !!           .  .  0           !
 1968.3!               *+                     !!           . 0.  .           !
 1968.4!          *   +                       !!           0  .  .           !
 1969.1!           +    *                     !!           .  . 0.           !
 1969.2!          *   +                       !!           0  .  .           !
 1969.3!            + *                       !!           .  .0 .           !
 1969.4!           *   +                      !!           .0 .  .           !
 1970.1!              +  *                    !!           .  . 0.           !
 1970.2!              * +                     !!           . 0.  .           !
 1970.3!             * +                      !!           . 0.  .           !
 1970.4!             * +                      !!           . 0.  .           !
 1971.1!          *    +                      !!           0  .  .           !
 1971.2!          *   +                       !!           .0 .  .           !
 1971.3!             +  *                     !!           .  .0 .           !
 1971.4!            *  +                      !!           .0 .  .           !
 1972.1!           * +                        !!           . 0.  .           !
 1972.2!            *+                        !!           . 0.  .           !
 1972.3!             +*                       !!           .  .0 .           !
 1972.4!         *    +                       !!           0  .  .           !
 1973.1!            +                         *!           .  .  .           0
 1973.2!             *            +           !!       0   .  .  .           !
 1973.3!           * +                        !!           . 0.  .           !
 1973.4!           *+                         !!           . 0.  .           !
 1974.1!         *  +                         !!           .0 .  .           !
 1974.2!          +    *                      !!           .  .  0           !
 1974.3!            +                         !!           .  0  .           !
 1974.4!           +                          !!           .  0  .           !
 1975.1!          +                *          !!           .  .  .      0    !
 1975.2!             *    +                   !!           0  .  .           !
 1975.3!             +*                       !!           .  .0 .           !
 1975.4!             +   *                    !!           .  . 0.           !
 1976.1!    *          +                      !!        0  .  .  .           !
 1976.2!        +      *                      !!           .  .  .0          !
 1976.3!             +  *                     !!           .  . 0.           !
 1976.4!             +  *                     !!           .  . 0.           !
 1977.1!     *      +                         !!          0.  .  .           !
 1977.2!       +             *                !!           .  .  .    0      !
 1977.3!               +        *             !!           .  .  . 0         !
 1977.4!                +   *                 !!           .  . 0.           !
 1978.1!               +              *       !!           .  .  .     0     !
 1978.2!                 *  +                 !!           .0 .  .           !
 1978.3!              +    *                  !!           .  .  0           !
 1978.4!               +   *                  !!           .  . 0.           !
 1979.1!*              +                      !!     0     .  .  .           !
 1979.2!      +    *                          !!           .  .  0           !
 1979.3!     *    +                           !!           0  .  .           !
 1979.4!      *+                              !!           . 0.  .           !
 1980.1!       + *                            !!           .  .0 .           !
 1980.2!     *   +                            !!           .0 .  .           !
 1980.3!     * +                              !!           . 0.  .           !
 1980.4!        +  *                          !!           .  .0 .           !
 1981.1*            +                         !!       0   .  .  .           !
 1981.2!       +             *                !!           .  .  .    0      !
 1981.3!          *       +                   !!          0.  .  .           !
 1981.4!          *+                          !!           .  0  .           !
 1982.1!        *   +                         !!           .0 .  .           !
 1982.2!       *   +                          !!           .0 .  .           !
 1982.3!           +    *                     !!           .  .  0           !
 1982.4!        *      +                      !!          0.  .  .           !
 1983.1!           +      *                   !!           .  .  .0          !
 1983.2!              * +                     !!           . 0.  .           !
 1983.3!               + *                    !!           .  .0 .           !
 1983.4!                +                     !!           .  0  .           !
 1984.1!        *      +                      !!          0.  .  .           !
 1984.2!           +   *                      !!           .  . 0.           !
 1984.3!                +*                    !!           .  .0 .           !
 1984.4!            *   +                     !!           0  .  .           !
 1985.1!          *    +                      !!           0  .  .           !
 1985.2!     *        +                       !!         0 .  .  .           !
 1985.3!         *+                           !!           .  0  .           !
 1985.4!       *   +                          !!           .0 .  .           !
 1986.1!          +*                          !!           .  .0 .           !
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 1986.3!            +  *                      !!           .  . 0.           !
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 1987.1!            * +                       !!           . 0.  .           !
 1987.2!           * +                        !!           . 0.  .           !
 1987.3!           * +                        !!           . 0.  .           !
 1987.4!          * +                         !!           . 0.  .           !
 1988.1!         *  +                         !!           .0 .  .           !
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 1988.3!         *   +                        !!           0  .  .           !
 1988.4!          * +                         !!           . 0.  .           !
 1989.1!            *+                        !!           . 0.  .           !
 1989.2!          *  +                        !!           .0 .  .           !
 1989.3!          *  +                        !!           .0 .  .           !
 1989.4!            +                         !!           .  0  .           !
 1990.1!          *  +                        !!           .0 .  .           !
 1990.2!            +*                        !!           .  .0 .           !
 1990.3!            *+                        !!           . 0.  .           !
 1990.4!          * +                         !!           . 0.  .           !
 1991.1!          *+                          !!           . 0.  .           !
 1991.2!         *  +                         !!           .0 .  .           !
 1991.3!            +*                        !!           .  0  .           !
 1991.4!       *     +                        !!          0.  .  .           !
 1992.1!          *+                          !!           . 0.  .           !
 1992.2!           *+                         !!           . 0.  .           !
 1992.3!        *   +                         !!           .0 .  .           !
 1992.4!        *  +                          !!           .0 .  .           !
 1993.1!        *   +                         !!           .0 .  .           !
 1993.2!            + *                       !!           .  .0 .           !
 1993.3!           *   +                      !!           .0 .  .           !
 1993.4!            *+                        !!           . 0.  .           !
 1994.1!              +*                      !!           .  .0 .           !
 1994.2!          *     +                     !!           0  .  .           !
 1994.3!         *   +                        !!           .0 .  .           !
 1994.4!          * +                         !!           . 0.  .           !
 1995.1!       *    +                         !!           0  .  .           !
 1995.2!          +                           !!           .  0  .           !
 1995.3!       *    +                         !!           0  .  .           !
 1995.4!          +*                          !!           .  0  .           !
 1996.1!       *     +                        !!           0  .  .           !
 1996.2!        *   +                         !!           .0 .  .           !
 1996.3!         *  +                         !!           . 0.  .           !
 1996.4!      *     +                         !!           0  .  .           !
 1997.1!           *+                         !!           .  0  .           !
 1997.2!            * +                       !!           .0 .  .           !
 1997.3!              *+                      !!           . 0.  .           !
 1997.4!               +                      !!           .  0  .           !
 1998.1!                *+                    !!           .  0  .           !
 1998.2!              *  +                    !!           .0 .  .           !
 1998.3!             *  +                     !!           .0 .  .           !
 1998.4!            *  +                      !!           .0 .  .           !
 1999.1!                +                     !!           .  0  .           !
 1999.2!               *  +                   !!           . 0.  .           !
 1999.3!                *+                    !!           . 0.  .           !
 1999.4!                * +                   !!           . 0.  .           !
 2000.1!                  +                   !!           .  0  .           !
 2000.2!                   + *                !!           .  .0 .           !
 2000.3!                   * +                !!           . 0.  .           !
 2000.4!                    +*                !!           .  0  .           !
 2001.1!                    *+                !!           .  0  .           !
 2001.2!                     + *              !!           .  .0 .           !
 2001.3!                      +               !!           .  0  .           !
 2001.4!                      +*              !!           .  .0 .           !
 2002.1!                      +    *          !!           .  . 0.           !
 2002.2!                        +             !!           .  0  .           !
 2002.3!                      + *             !!           .  .0 .           !
 2002.4!                      +               !!           .  0  .           !
 2003.1!                    +  *              !!           .  . 0.           !
 2003.2!                     +     *          !!           .  .  0           !
 2003.3!                     * +              !!           . 0.  .           !
 2003.4!                    +  *              !!           .  . 0.           !
 2004.1!                    +*                !!           .  .0 .           !
 2004.2!                    +*                !!           .  .0 .           !
 2004.3!                    +   *             !!           .  . 0.           !
 2004.4!                     + *              !!           .  .0 .           !
 2005.1!                    +    *            !!           .  .  0           !
 2005.2!                     +   *            !!           .  . 0.           !
 2005.3!                     + *              !!           .  .0 .           !
 2005.4!                     +*               !!           .  .0 .           !
 2006.1!                    +     *           !!           .  .  .0          !
 2006.2!                      + *             !!           .  .0 .           !
 2006.3!                     +     *          !!           .  .  0           !
 2006.4!                      +*              !!           .  0  .           !
 2007.1!                    +   *             !!           .  . 0.           !
 2007.2!                    + *               !!           .  .0 .           !
 2007.3!                   + *                !!           .  .0 .           !
 2007.4!                  +      *            !!           .  .  .0          !
 2008.1!                   *+                 !!           .  0  .           !
 2008.2!                +   *                 !!           .  . 0.           !
 2008.3!                 + *                  !!           .  .0 .           !
 2008.4!                  +     *             !!           .  .  0           !
 2009.1!                     +     *          !!           .  .  0           !
 2009.2!                      + *             !!           .  .0 .           !
 2009.3!                     +   *            !!           .  . 0.           !
 2009.4!                     +                !!           .  0  .           !
 2010.1!                   +  *               !!           .  . 0.           !
 2010.2!                     +*               !!           .  .0 .           !
 2010.3!                     +                !!           .  0  .           !
 2010.4!                    +*                !!           .  0  .           !
 2011.1!                    +    *            !!           .  .  0           !
 2011.2!                    *+                !!           . 0.  .           !
 2011.3!                   +    *             !!           .  .  0           !
 2011.4!                   *  +               !!           .0 .  .           !
 2012.1!                   +*                 !!           .  .0 .           !
 2012.2!                    +*                !!           .  .0 .           !
 2012.3!                 *   +                !!           .0 .  .           !
 2012.4!                  +*                  !!           .  0  .           !


     20.74 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTIS=STPX$/ISPMM;                                                      
 GENR LAASTIS=LOG(AASTIS+.00001);                                             
 GENR LASTIS=LOG(ASTIS+.00001);                                               
 LHS AASTIS=EXP(LAASTIS)-.00001;                                              
  EQ 2517 LAASTIS C LASTIS(-1) PSTIS;                                         
EQUATION 1417  LAASTIS  
   RHS     C  LASTIS(-1)  PSTIS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1417 PLOT=0;END;                                                     

Equation number = 1417
**********************

Dependent variable = LAASTIS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.213482404

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.094152436       0.087355411  -1.07781     1.000000
14660 LASTIS  ( -1)       0.905097013       0.030535418  29.64089    -3.207421
14658 PSTIS   (  0)      -0.252484991       0.105143093  -2.40135     0.856696

SE of equation            =     0.200484893
Sum of squared residuals  =  7.43592562      -0.215871765E-11
Average absolute error    =     0.153520977
Sum of ABS residuals      =  28.8619437    
R squared                 =   0.88793
Durbin-Watson statistic   =   2.77855
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                    + *               !!          .   .  0.          !
 1966.2!                     * +              !!          . 0 .   .          !
 1966.3!                      +*              !!          .   .0  .          !
 1966.4!                       +  *           !!          .   .   0          !
 1967.1!                      *   +           !!        0 .   .   .          !
 1967.2!                      +   *           !!          .   .   0          !
 1967.3!                        * +           !!          .0  .   .          !
 1967.4!                     *  +             !!          0   .   .          !
 1968.1!                    *+                !!          .  0.   .          !
 1968.2!                     +                !!          .   0   .          !
 1968.3!                    *+                !!          .  0.   .          !
 1968.4!                   * +                !!          .0  .   .          !
 1969.1!                   +*                 !!          .   .0  .          !
 1969.2!                    *+                !!          .   0   .          !
 1969.3!                     +                !!          .   0   .          !
 1969.4!                   *  +               !!          .0  .   .          !
 1970.1!                    +                 !!          .  0.   .          !
 1970.2!                    +                 !!          .   0   .          !
 1970.3!                    *+                !!          . 0 .   .          !
 1970.4!               *     +                !!       0  .   .   .          !
 1971.1!                + *                   !!          .   .0  .          !
 1971.2!                * +                   !!          .0  .   .          !
 1971.3!                 +                    !!          .   0   .          !
 1971.4!                 *+                   !!          .  0.   .          !
 1972.1!                  +*                  !!          .   .0  .          !
 1972.2!                 *  +                 !!          .0  .   .          !
 1972.3!                  +*                  !!          .   . 0 .          !
 1972.4!                 *  +                 !!          .0  .   .          !
 1973.1!                 *+                   !!          .   0   .          !
 1973.2!                 *+                   !!          .  0.   .          !
 1973.3!               * +                    !!          . 0 .   .          !
 1973.4!               *+                     !!          . 0 .   .          !
 1974.1!                + *                   !!          .   . 0 .          !
 1974.2!                 *+                   !!          .  0.   .          !
 1974.3!                  +                   !!          .   0   .          !
 1974.4!                  + *                 !!          .   .  0.          !
 1975.1!                 *  +                 !!          0   .   .          !
 1975.2!                 +*                   !!          .   .0  .          !
 1975.3!                  *+                  !!          .   0   .          !
 1975.4!                   +   *              !!          .   .   . 0        !
 1976.1!                       +   *          !!          .   .   .0         !
 1976.2!                           +          !!          .   .0  .          !
 1976.3!                           +  *       !!          .   .   0          !
 1976.4!                             +     *  !!          .   .   .  0       !
 1977.1!                                 +    *!          .   .   . 0        !
 1977.2!                                 *  + !!         0.   .   .          !
 1977.3!                               +   *  !!          .   .   .0         !
 1977.4!                               *  +   !!          .0  .   .          !
 1978.1!                              +  *    !!          .   .   0          !
 1978.2!                               +  *   !!          .   .   0          !
 1978.3!                                +    *!!          .   .   .0         !
 1978.4!                            *      +  !!      0   .   .   .          !
 1979.1!                           +     *    !!          .   .   .  0       !
 1979.2!                               *+     !!          .  0.   .          !
 1979.3!                              +    *  !!          .   .   .  0       !
 1979.4!                                 +    !!          .  0.   .          !
 1980.1!                               +  *   !!          .   .   0          !
 1980.2!                                 + *  !!          .   . 0 .          !
 1980.3!                                 +    !!          .  0.   .          !
 1980.4!                            *   +     !!         0.   .   .          !
 1981.1!                   *       +          !!    0     .   .   .          !
 1981.2!                    +                 !!          .   0   .          !
 1981.3!                   *+                 !!          .  0.   .          !
 1981.4!                   +                  !!          .   0   .          !
 1982.1!                    +                 !!          .   .0  .          !
 1982.2!                    + *               !!          .   . 0 .          !
 1982.3!                   *  +               !!          0   .   .          !
 1982.4!                   + *                !!          .   . 0 .          !
 1983.1!                  *  +                !!          0   .   .          !
 1983.2!                  +    *              !!          .   .   . 0        !
 1983.3!                      *+              !!          .  0.   .          !
 1983.4!                   *  +               !!          0   .   .          !
 1984.1!                   +  *               !!          .   .  0.          !
 1984.2!                      +*              !!          .   .0  .          !
 1984.3!                      *+              !!          . 0 .   .          !
 1984.4!                   *  +               !!          0   .   .          !
 1985.1!                   +  *               !!          .   .   0          !
 1985.2!                       +  *           !!          .   .   0          !
 1985.3!                          +           !!          .   0   .          !
 1985.4!                        * +           !!          . 0 .   .          !
 1986.1!                      * +             !!          . 0 .   .          !
 1986.2!                      +  *            !!          .   .   .0         !
 1986.3!                        +             !!          .  0.   .          !
 1986.4!                     * +              !!          . 0 .   .          !
 1987.1!                     +     *          !!          .   .   .  0       !
 1987.2!                *        +            !!  0       .   .   .          !
 1987.3!                +    *                !!          .   .   .  0       !
 1987.4!                     + *              !!          .   . 0 .          !
 1988.1!                      +  *            !!          .   .   0          !
 1988.2!                     *  +             !!          0   .   .          !
 1988.3!                    +          *      !!          .   .   .        0 !
 1988.4!                         *    +       !!        0 .   .   .          !
 1989.1!                        +    *        !!          .   .   . 0        !
 1989.2!                            +*        !!          .   . 0 .          !
 1989.3!                            + *       !!          .   .  0.          !
 1989.4!                          *  +        !!          .0  .   .          !
 1990.1!                         +    *       !!          .   .   . 0        !
 1990.2!                           * +        !!          .0  .   .          !
 1990.3!                         + *          !!          .   . 0 .          !
 1990.4!                       * +            !!          .0  .   .          !
 1991.1!                    * +               !!          . 0 .   .          !
 1991.2!                    +    *            !!          .   .   . 0        !
 1991.3!                    *   +             !!         0.   .   .          !
 1991.4!                   +                  !!          .   0   .          !
 1992.1!                  *+                  !!          .   0   .          !
 1992.2!                  +   *               !!          .   .   0          !
 1992.3!                   * +                !!          . 0 .   .          !
 1992.4!                  +                   !!          .   0   .          !
 1993.1!                  + *                 !!          .   .  0.          !
 1993.2!                    +                 !!          .   0   .          !
 1993.3!                   +  *               !!          .   .  0.          !
 1993.4!                  *  +                !!          .0  .   .          !
 1994.1!                  +*                  !!          .   .0  .          !
 1994.2!                  + *                 !!          .   . 0 .          !
 1994.3!              *    +                  !!         0.   .   .          !
 1994.4!              +     *                 !!          .   .   .  0       !
 1995.1!                *  +                  !!          0   .   .          !
 1995.2!             * +                      !!          .0  .   .          !
 1995.3!            +     *                   !!          .   .   .  0       !
 1995.4!             *   +                    !!         0.   .   .          !
 1996.1!             +  *                     !!          .   .   0          !
 1996.2!                +*                    !!          .   .0  .          !
 1996.3!                +  *                  !!          .   .   0          !
 1996.4!                  *+                  !!          .  0.   .          !
 1997.1!                 +  *                 !!          .   .  0.          !
 1997.2!                  * +                 !!          . 0 .   .          !
 1997.3!                  +*                  !!          .   .0  .          !
 1997.4!              *   +                   !!         0.   .   .          !
 1998.1!            * +                       !!          .0  .   .          !
 1998.2!            +                         !!          .   0   .          !
 1998.3!            +  *                      !!          .   .   0          !
 1998.4!           *   +                      !!         0.   .   .          !
 1999.1!           + *                        !!          .   . 0 .          !
 1999.2!             + *                      !!          .   . 0 .          !
 1999.3!              +  *                    !!          .   .  0.          !
 1999.4!               *+                     !!          . 0 .   .          !
 2000.1!              *+                      !!          . 0 .   .          !
 2000.2!             *+                       !!          .   0   .          !
 2000.3!           *  +                       !!          .0  .   .          !
 2000.4!            + *                       !!          .   .  0.          !
 2001.1!         *    +                       !!        0 .   .   .          !
 2001.2!          +   *                       !!          .   .   .0         !
 2001.3!            * +                       !!          . 0 .   .          !
 2001.4!            + *                       !!          .   . 0 .          !
 2002.1! *            +                       !0          .   .   .          !
 2002.2!  + *                                 !!          .   . 0 .          !
 2002.3!  *  +                                !!          0   .   .          !
 2002.4!   +     *                            !!          .   .   .  0       !
 2003.1!      *  +                            !!          0   .   .          !
 2003.2!    * +                               !!          .0  .   .          !
 2003.3!     +                                !!          .   0   .          !
 2003.4!    *+                                !!          . 0 .   .          !
 2004.1!    +                                 !!          .   0   .          !
 2004.2!  *  +                                !!          .0  .   .          !
 2004.3!   + *                                !!          .   . 0 .          !
 2004.4! *   +                                !!         0.   .   .          !
 2005.1!  +  *                                !!          .   .   0          !
 2005.2!  *   +                               !!         0.   .   .          !
 2005.3!   +*                                 !!          .   . 0 .          !
 2005.4*     +                                !!       0  .   .   .          !
 2006.1!+     *                               !!          .   .   .  0       !
 2006.2!     *+                               !!          . 0 .   .          !
 2006.3!    *+                                !!          .  0.   .          !
 2006.4!   * +                                !!          . 0 .   .          !
 2007.1!    +                                 !!          .   .0  .          !
 2007.2!     +                                !!          .   0   .          !
 2007.3!     +                                !!          .  0.   .          !
 2007.4!   *  +                               !!          .0  .   .          !
 2008.1!   + *                                !!          .   . 0 .          !
 2008.2!     +*                               !!          .   .0  .          !
 2008.3!     * +                              !!          . 0 .   .          !
 2008.4!     +*                               !!          .   0   .          !
 2009.1!      +*                              !!          .   .0  .          !
 2009.2!      +*                              !!          .   .0  .          !
 2009.3!    *  +                              !!          .0  .   .          !
 2009.4!   *+                                 !!          . 0 .   .          !
 2010.1!   +                                  !!          .   0   .          !
 2010.2!   +                                  !!          .   0   .          !
 2010.3!   +*                                 !!          .   . 0 .          !
 2010.4!  * +                                 !!          .0  .   .          !
 2011.1! *+                                   !!          . 0 .   .          !
 2011.2! +                                    !!          .   .0  .          !
 2011.3! + *                                  !!          .   . 0 .          !
 2011.4!  *+                                  !!          .  0.   .          !
 2012.1!  +*                                  !!          .   .0  .          !
 2012.2!   +                                  !!          .   0   .          !
 2012.3!  *+                                  !!          .  0.   .          !
 2012.4! *+                                   !!          .  0.   .          !


     30.32 percent of the residuals exceed 1 SE
      2.66 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKIS=UKPX$/ISPMM;                                                      
 GENR LAAUKIS=LOG(AAUKIS+.00001);                                             
 GENR LAUKIS=LOG(AUKIS+.00001);                                               
 LHS AAUKIS=EXP(LAAUKIS)-.00001;                                              
  EQ 2518 LAAUKIS C LAUKIS(-1) PUKIS;                                         
EQUATION 1418  LAAUKIS  
   RHS     C  LAUKIS(-1)  PUKIS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1418 PLOT=0;END;                                                     

Equation number = 1418
**********************

Dependent variable = LAAUKIS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.425848841

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.198545668       0.110262389   1.80067     1.000000
14663 LAUKIS  ( -1)       0.923577862       0.023108330  39.96731    -2.416040
14661 PUKIS   (  0)      -0.420104997       0.146038326  -2.87668     0.935466

SE of equation            =     0.133437219
Sum of squared residuals  =  3.29401593       0.109803278E-10
Average absolute error    =     0.103958710
Sum of ABS residuals      =  19.5442375    
R squared                 =   0.94096
Durbin-Watson statistic   =   2.57959
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                   + *!!         .    .   0.         !
 1966.2!                                   *+ !!         .  0 .    .         !
 1966.3!                                  +   *!         .    .    .  0      !
 1966.4!                                    +*!!         .    .0   .         !
 1967.1!                                    + *!         .    .    0         !
 1967.2!                                    *+!!         .  0 .    .         !
 1967.3!                                   + *!!         .    .    0         !
 1967.4!                                 *  + !!        0.    .    .         !
 1968.1!                                 +  * !!         .    .    . 0       !
 1968.2!                                    + !!         .    0    .         !
 1968.3!                                   +* !!         .    .  0 .         !
 1968.4!                                   +  *!         .    .    0         !
 1969.1!                                     +!!         .    0    .         !
 1969.2!                                   *+ !!         .   0.    .         !
 1969.3!                                   +* !!         .    . 0  .         !
 1969.4!                                 * +  !!         .0   .    .         !
 1970.1!                                *+    !!         .  0 .    .         !
 1970.2!                                +*    !!         .    .   0.         !
 1970.3!                              *  +    !!        0.    .    .         !
 1970.4!                              + *     !!         .    .    0         !
 1971.1!                           *    +     !!     0   .    .    .         !
 1971.2!                            +  *      !!         .    .    . 0       !
 1971.3!                               +    * !!         .    .    .     0   !
 1971.4!                                 * +  !!         . 0  .    .         !
 1972.1!                                 + *  !!         .    .   0.         !
 1972.2!                                  +*  !!         .    . 0  .         !
 1972.3!                                 *+   !!         . 0  .    .         !
 1972.4!                                +*    !!         .    .0   .         !
 1973.1!                                + *   !!         .    .  0 .         !
 1973.2!                                 +*   !!         .    .0   .         !
 1973.3!                                  + * !!         .    .    0         !
 1973.4!                             *      + !0         .    .    .         !
 1974.1!                            *+        !!         .0   .    .         !
 1974.2!                            +      *  !!         .    .    .         0
 1974.3!                               *   +  !!       0 .    .    .         !
 1974.4!                                + *   !!         .    .   0.         !
 1975.1!                                *+    !!         .  0 .    .         !
 1975.2!                               *+     !!         .  0 .    .         !
 1975.3!                            *  +      !!       0 .    .    .         !
 1975.4!                            +  *      !!         .    .    .0        !
 1976.1!                             * +      !!         .0   .    .         !
 1976.2!                             *+       !!         .   0.    .         !
 1976.3!                           *  +       !!         0    .    .         !
 1976.4!                            + *       !!         .    .    0         !
 1977.1!                         *    +       !!  0      .    .    .         !
 1977.2!                         +*           !!         .    . 0  .         !
 1977.3!                          +*          !!         .    . 0  .         !
 1977.4!                           + *        !!         .    .   0.         !
 1978.1!                       *    +         !!    0    .    .    .         !
 1978.2!                    *   +             !!       0 .    .    .         !
 1978.3!                     +*               !!         .    .  0 .         !
 1978.4!                   *  +               !!       0 .    .    .         !
 1979.1!                   + *                !!         .    .    0         !
 1979.2!                     +*               !!         .    .  0 .         !
 1979.3!                     *+               !!         .   0.    .         !
 1979.4!                   * +                !!         .0   .    .         !
 1980.1!                  +                   !!         .    0    .         !
 1980.2!                +*                    !!         .    . 0  .         !
 1980.3!              * +                     !!         . 0  .    .         !
 1980.4!             +                        !!         .    0    .         !
 1981.1!       *   +                          !!    0    .    .    .         !
 1981.2!      +*                              !!         .    . 0  .         !
 1981.3!       +     *                        !!         .    .    .     0   !
 1981.4!            +*                        !!         .    0    .         !
 1982.1!          * +                         !!         .0   .    .         !
 1982.2!        * +                           !!         .0   .    .         !
 1982.3!        + *                           !!         .    .   0.         !
 1982.4!         *+                           !!         .0   .    .         !
 1983.1!         +    *                       !!         .    .    .    0    !
 1983.2!             *+                       !!         .   0.    .         !
 1983.3!             +   *                    !!         .    .    .  0      !
 1983.4!                *+                    !!         .  0 .    .         !
 1984.1!                +*                    !!         .    .  0 .         !
 1984.2!             *   +                    !!        0.    .    .         !
 1984.3!              +  *                    !!         .    .    . 0       !
 1984.4!                *+                    !!         .   0.    .         !
 1985.1!               *+                     !!         .0   .    .         !
 1985.2!              +*                      !!         .    0    .         !
 1985.3!              + *                     !!         .    .   0.         !
 1985.4!               +                      !!         .  0 .    .         !
 1986.1!               +  *                   !!         .    .    . 0       !
 1986.2!                  +                   !!         .    0    .         !
 1986.3!                  +                   !!         .    . 0  .         !
 1986.4!                 * +                  !!         . 0  .    .         !
 1987.1!                 + *                  !!         .    .  0 .         !
 1987.2!                * +                   !!         .0   .    .         !
 1987.3!                +*                    !!         .    . 0  .         !
 1987.4!               * +                    !!         .0   .    .         !
 1988.1!               +                      !!         .    . 0  .         !
 1988.2!               + *                    !!         .    .   0.         !
 1988.3!                *+                    !!         .  0 .    .         !
 1988.4!               *+                     !!         .   0.    .         !
 1989.1!               +                      !!         .    .0   .         !
 1989.2!               + *                    !!         .    .    0         !
 1989.3!               * +                    !!         .0   .    .         !
 1989.4!               +                      !!         .    0    .         !
 1990.1!               +*                     !!         .    . 0  .         !
 1990.2!                +*                    !!         .    .0   .         !
 1990.3!                +*                    !!         .    .0   .         !
 1990.4!               *+                     !!         .  0 .    .         !
 1991.1!            *  +                      !!        0.    .    .         !
 1991.2!           *+                         !!         .   0.    .         !
 1991.3!           + *                        !!         .    .    0         !
 1991.4!             +*                       !!         .    .0   .         !
 1992.1!           *  +                       !!         0    .    .         !
 1992.2!           +*                         !!         .    . 0  .         !
 1992.3!            +*                        !!         .    . 0  .         !
 1992.4!             +                        !!         .    0    .         !
 1993.1!             +*                       !!         .    .0   .         !
 1993.2!              +*                      !!         .    . 0  .         !
 1993.3!              + *                     !!         .    .   0.         !
 1993.4!               *+                     !!         .   0.    .         !
 1994.1!               +  *                   !!         .    .    .0        !
 1994.2!              *  +                    !!       0 .    .    .         !
 1994.3!             +  *                     !!         .    .    0         !
 1994.4!               +                      !!         .    0    .         !
 1995.1!               +                      !!         .   0.    .         !
 1995.2!               +                      !!         .    .0   .         !
 1995.3!               +*                     !!         .    .  0 .         !
 1995.4!                +                     !!         .    0    .         !
 1996.1!                +                     !!         .    .0   .         !
 1996.2!                +                     !!         .    .0   .         !
 1996.3!                +*                    !!         .    . 0  .         !
 1996.4!                +                     !!         .    0    .         !
 1997.1!              * +                     !!         .  0 .    .         !
 1997.2!              +*                      !!         .    . 0  .         !
 1997.3!              +  *                    !!         .    .    0         !
 1997.4!              * +                     !!         . 0  .    .         !
 1998.1!             *+                       !!         .  0 .    .         !
 1998.2!            + *                       !!         .    .   0.         !
 1998.3!              +*                      !!         .    .  0 .         !
 1998.4!              *+                      !!         .  0 .    .         !
 1999.1!             *+                       !!         .  0 .    .         !
 1999.2!            +*                        !!         .    . 0  .         !
 1999.3!             +   *                    !!         .    .    .  0      !
 1999.4!               *+                     !!         . 0  .    .         !
 2000.1!              + *                     !!         .    .  0 .         !
 2000.2!               + *                    !!         .    .  0 .         !
 2000.3!              * +                     !!         0    .    .         !
 2000.4!             +                        !!         .    0    .         !
 2001.1!             + *                      !!         .    .   0.         !
 2001.2!               +                      !!         .    0    .         !
 2001.3!            *  +                      !!         0    .    .         !
 2001.4!            +  *                      !!         .    .    0         !
 2002.1!               + *                    !!         .    .    0         !
 2002.2!                 +*                   !!         .    . 0  .         !
 2002.3!                *+                    !!         . 0  .    .         !
 2002.4!              * +                     !!         . 0  .    .         !
 2003.1!             *+                       !!         . 0  .    .         !
 2003.2!             + *                      !!         .    .   0.         !
 2003.3!               +   *                  !!         .    .    .   0     !
 2003.4!                 *+                   !!         .0   .    .         !
 2004.1!               *+                     !!         . 0  .    .         !
 2004.2!           *  +                       !!      0  .    .    .         !
 2004.3!          +    *                      !!         .    .    .    0    !
 2004.4!              *+                      !!         .   0.    .         !
 2005.1!             *+                       !!         .   0.    .         !
 2005.2!       *     +                        !!   0     .    .    .         !
 2005.3!        +   *                         !!         .    .    .   0     !
 2005.4!            +                         !!         .   0.    .         !
 2006.1!           *+                         !!         .  0 .    .         !
 2006.2!           +*                         !!         .    . 0  .         !
 2006.3!      *    +                          !!  0      .    .    .         !
 2006.4!      +    *                          !!         .    .    .   0     !
 2007.1!        *  +                          !!        0.    .    .         !
 2007.2!        +*                            !!         .    . 0  .         !
 2007.3!     *   +                            !!      0  .    .    .         !
 2007.4!     +                                !!         .    0    .         !
 2008.1!    * +                               !!         . 0  .    .         !
 2008.2!     +                                !!         .    0    .         !
 2008.3!     +                                !!         .   0.    .         !
 2008.4!    * +                               !!         .0   .    .         !
 2009.1!     *+                               !!         .  0 .    .         !
 2009.2!      +*                              !!         .    .0   .         !
 2009.3!       +                              !!         .    0    .         !
 2009.4!      * +                             !!         0    .    .         !
 2010.1!      *+                              !!         . 0  .    .         !
 2010.2!  *    +                              !!    0    .    .    .         !
 2010.3!   +  *                               !!         .    .    0         !
 2010.4!    *  +                              !!         0    .    .         !
 2011.1!    * +                               !!         .  0 .    .         !
 2011.2! *   +                                !!      0  .    .    .         !
 2011.3!   + *                                !!         .    .    0         !
 2011.4!   *  +                               !!       0 .    .    .         !
 2012.1!    +*                                !!         .    . 0  .         !
 2012.2! *    +                               !!   0     .    .    .         !
 2012.3*  +                                   !!        0.    .    .         !
 2012.4! + *                                  !!         .    .    .0        !


     27.13 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFIIS=FIPX$/ISPMM;                                                      
 GENR LAAFIIS=LOG(AAFIIS+.00001);                                             
 GENR LAFIIS=LOG(AFIIS+.00001);                                               
 LHS AAFIIS=EXP(LAAFIIS)-.00001;                                              
  EQ 2519 LAAFIIS C LAFIIS(-1) PFIIS;                                         
EQUATION 1419  LAAFIIS  
   RHS     C  LAFIIS(-1)  PFIIS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1419 PLOT=0;END;                                                     

Equation number = 1419
**********************

Dependent variable = LAAFIIS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.956105225

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.133534661       0.243361579  -4.65782     1.000000
14666 LAFIIS  ( -1)       0.687090531       0.052591741  13.06461    -4.951205
14664 PFIIS   (  0)      -0.470769736       0.170882499  -2.75493     0.893525

SE of equation            =     0.212047720
Sum of squared residuals  =  8.31838360      -0.505666620E-10
Average absolute error    =     0.167497256
Sum of ABS residuals      =  31.4894842    
R squared                 =   0.57258
Durbin-Watson statistic   =   2.29259
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                        +     *       !!        .     .     0        !
 1966.2!                           +*         !!        .     . 0   .        !
 1966.3!                        * +           !!        .   0 .     .        !
 1966.4!                      +        *      !!        .     .     .  0     !
 1967.1!                           +       *  !!        .     .     . 0      !
 1967.2!                              +     * !!        .     .     .0       !
 1967.3!                             *  +     !!        .  0  .     .        !
 1967.4!                         *+           !!        .   0 .     .        !
 1968.1!                        +   *         !!        .     .   0 .        !
 1968.2!                      *   +           !!        . 0   .     .        !
 1968.3!                      +    *          !!        .     .    0.        !
 1968.4!                   *     +            !!       0.     .     .        !
 1969.1!                   +          *       !!        .     .     .     0  !
 1969.2!                       *   +          !!        . 0   .     .        !
 1969.3!                       +    *         !!        .     .     0        !
 1969.4!                          +           *!        .     .     .      0 !
 1970.1!                              *  +    !!        .  0  .     .        !
 1970.2!                           +*         !!        .     .0    .        !
 1970.3!                          +   *       !!        .     .   0 .        !
 1970.4!                         * +          !!        .   0 .     .        !
 1971.1!                        +         *   !!        .     .     .    0   !
 1971.2!                           *  +       !!        .  0  .     .        !
 1971.3!                     *   +            !!        .0    .     .        !
 1971.4!                     +         *      !!        .     .     .   0    !
 1972.1!                         *  +         !!        .  0  .     .        !
 1972.2!                       +       *      !!        .     .     . 0      !
 1972.3!                            +     *   !!        .     .     0        !
 1972.4!                       *     +        !!       0.     .     .        !
 1973.1!                      +*              !!        .     .0    .        !
 1973.2!                      +     *         !!        .     .     0        !
 1973.3!                        *+            !!        .    0.     .        !
 1973.4!                  *   +               !!        .0    .     .        !
 1974.1!                  +           *       !!        .     .     .     0  !
 1974.2!                         +          * !!        .     .     .    0   !
 1974.3!                             +        !!        .     0     .        !
 1974.4!               *        +             !!    0   .     .     .        !
 1975.1!              +             *         !!        .     .     .        0
 1975.2!             *         +              !!    0   .     .     .        !
 1975.3!             +     *                  !!        .     .     .0       !
 1975.4!                  +*                  !!        .     .0    .        !
 1976.1!                 + *                  !!        .     . 0   .        !
 1976.2!                 *+                   !!        .     0     .        !
 1976.3!            *   +                     !!        .0    .     .        !
 1976.4!            +     *                   !!        .     .     0        !
 1977.1!               *+                     !!        .    0.     .        !
 1977.2!      *       +                       !!     0  .     .     .        !
 1977.3!        +     *                       !!        .     .     0        !
 1977.4!             +             *          !!        .     .     .       0!
 1978.1!                       +    *         !!        .     .    0.        !
 1978.2!                        +             !!        .     0     .        !
 1978.3!                *     +               !!        0     .     .        !
 1978.4!                + *                   !!        .     . 0   .        !
 1979.1!                 +*                   !!        .     .0    .        !
 1979.2!                 +             *      !!        .     .     .       0!
 1979.3!                        * +           !!        .    0.     .        !
 1979.4!                     +*               !!        .     .0    .        !
 1980.1!             *      +                 !!       0.     .     .        !
 1980.2!              +        *              !!        .     .     .   0    !
 1980.3!                    +                 !!        .    0.     .        !
 1980.4!              *   +                   !!        .0    .     .        !
 1981.1!              +                       !!        .     0     .        !
 1981.2!               +           *          !!        .     .     .      0 !
 1981.3!                      * +             !!        .   0 .     .        !
 1981.4!              *     +                 !!        0     .     .        !
 1982.1!         *     +                      !!        0     .     .        !
 1982.2!           +  *                       !!        .     .  0  .        !
 1982.3!               +   *                  !!        .     .    0.        !
 1982.4!                * +                   !!        .  0  .     .        !
 1983.1!                *+                    !!        .    0.     .        !
 1983.2!             *  +                     !!        . 0   .     .        !
 1983.3!              +*                      !!        .     0     .        !
 1983.4!                +    *                !!        .     .     0        !
 1984.1!                   *+                 !!        .    0.     .        !
 1984.2!             *    +                   !!        0     .     .        !
 1984.3!              +     *                 !!        .     .     .0       !
 1984.4!            *       +                 !!      0 .     .     .        !
 1985.1!              +       *               !!        .     .     .  0     !
 1985.2!       *             +                !0        .     .     .        !
 1985.3!         *+                           !!        .    0.     .        !
 1985.4!      *    +                          !!        0     .     .        !
 1986.1!         +    *                       !!        .     .     0        !
 1986.2!             *+                       !!        .    0.     .        !
 1986.3!             +*                       !!        .     .0    .        !
 1986.4!              +  *                    !!        .     .  0  .        !
 1987.1!                +   *                 !!        .     .   0 .        !
 1987.2!               * +                    !!        .   0 .     .        !
 1987.3!           *  +                       !!        .  0  .     .        !
 1987.4!           +   *                      !!        .     .   0 .        !
 1988.1!             *+                       !!        .    0.     .        !
 1988.2!            +  *                      !!        .     .  0  .        !
 1988.3!              +     *                 !!        .     .     0        !
 1988.4!        *       +                     !!     0  .     .     .        !
 1989.1!        +       *                     !!        .     .     . 0      !
 1989.2!             +                        !!        .    0.     .        !
 1989.3!          *+                          !!        .    0.     .        !
 1989.4!          +  *                        !!        .     .   0 .        !
 1990.1!          *+                          !!        .   0 .     .        !
 1990.2!         +  *                         !!        .     . 0   .        !
 1990.3!          +                           !!        .     0     .        !
 1990.4!        *+                            !!        .    0.     .        !
 1991.1!    *   +                             !!        . 0   .     .        !
 1991.2*      +                               !!       0.     .     .        !
 1991.3!   +        *                         !!        .     .     .   0    !
 1991.4!   *        +                         !!    0   .     .     .        !
 1992.1!      +*                              !!        .     . 0   .        !
 1992.2!         +*                           !!        .     . 0   .        !
 1992.3!      *    +                          !!        .0    .     .        !
 1992.4!    *    +                            !!        .0    .     .        !
 1993.1!        + *                           !!        .     . 0   .        !
 1993.2!            +  *                      !!        .     .  0  .        !
 1993.3!         *      +                     !!      0 .     .     .        !
 1993.4!          *+                          !!        .   0 .     .        !
 1994.1!            +*                        !!        .     . 0   .        !
 1994.2!             *+                       !!        .    0.     .        !
 1994.3!   *          +                       !!   0    .     .     .        !
 1994.4!      +  *                            !!        .     .  0  .        !
 1995.1!         +     *                      !!        .     .     0        !
 1995.2!             +      *                 !!        .     .     . 0      !
 1995.3!              * +                     !!        .   0 .     .        !
 1995.4!           +*                         !!        .     0     .        !
 1996.1!     *    +                           !!        0     .     .        !
 1996.2!    *  +                              !!        .  0  .     .        !
 1996.3! *   +                                !!        .0    .     .        !
 1996.4!   +      *                           !!        .     .     .0       !
 1997.1!          +*                          !!        .     .0    .        !
 1997.2!           + *                        !!        .     . 0   .        !
 1997.3!            +  *                      !!        .     .  0  .        !
 1997.4!            * +                       !!        .   0 .     .        !
 1998.1!            + *                       !!        .     . 0   .        !
 1998.2!             +                        !!        .    0.     .        !
 1998.3!            +  *                      !!        .     .  0  .        !
 1998.4!              + *                     !!        .     . 0   .        !
 1999.1!               +  *                   !!        .     .  0  .        !
 1999.2!           *     +                    !!       0.     .     .        !
 1999.3!            + *                       !!        .     . 0   .        !
 1999.4!            *  +                      !!        .  0  .     .        !
 2000.1!             + *                      !!        .     . 0   .        !
 2000.2!                +   *                 !!        .     .    0.        !
 2000.3!                 * +                  !!        .   0 .     .        !
 2000.4!            *    +                    !!        .0    .     .        !
 2001.1!           *  +                       !!        .  0  .     .        !
 2001.2!           * +                        !!        .   0 .     .        !
 2001.3!             +  *                     !!        .     .  0  .        !
 2001.4!                 +    *               !!        .     .     0        !
 2002.1!                     +  *             !!        .     .  0  .        !
 2002.2!                  *   +               !!        . 0   .     .        !
 2002.3!              *  +                    !!        . 0   .     .        !
 2002.4!               +                      !!        .     0     .        !
 2003.1!           *   +                      !!        . 0   .     .        !
 2003.2!            +*                        !!        .     .0    .        !
 2003.3!             *+                       !!        .    0.     .        !
 2003.4!        *    +                        !!        0     .     .        !
 2004.1!      *   +                           !!        . 0   .     .        !
 2004.2!         +                            !!        .     0     .        !
 2004.3!         * +                          !!        .   0 .     .        !
 2004.4!        *  +                          !!        . 0   .     .        !
 2005.1!   *      +                           !!       0.     .     .        !
 2005.2!    *  +                              !!        .  0  .     .        !
 2005.3!        +          *                  !!        .     .     .    0   !
 2005.4!            *      +                  !!       0.     .     .        !
 2006.1!              + *                     !!        .     . 0   .        !
 2006.2!               *+                     !!        .   0 .     .        !
 2006.3!               +                      !!        .     0     .        !
 2006.4!       *       +                      !!    0   .     .     .        !
 2007.1!          + *                         !!        .     . 0   .        !
 2007.2!             +                        !!        .     0     .        !
 2007.3!       *      +                       !!       0.     .     .        !
 2007.4!    *     +                           !!        0     .     .        !
 2008.1!        +*                            !!        .     .0    .        !
 2008.2!           +                          !!        .     0     .        !
 2008.3!      *      +                        !!      0 .     .     .        !
 2008.4!         +      *                     !!        .     .     .0       !
 2009.1!                +  *                  !!        .     .  0  .        !
 2009.2!                  +                   !!        .     0     .        !
 2009.3!              *   +                   !!        .0    .     .        !
 2009.4!               +    *                 !!        .     .    0.        !
 2010.1!            *      +                  !!      0 .     .     .        !
 2010.2!              *+                      !!        .    0.     .        !
 2010.3!          *     +                     !!       0.     .     .        !
 2010.4!       *    +                         !!        .0    .     .        !
 2011.1!          *+                          !!        .   0 .     .        !
 2011.2!    *       +                         !!     0  .     .     .        !
 2011.3*         +                            !!    0   .     .     .        !
 2011.4! *    +                               !!        .0    .     .        !
 2012.1!       +                              !!        .    0.     .        !
 2012.2!   *       +                          !!      0 .     .     .        !
 2012.3!      *  +                            !!        .  0  .     .        !
 2012.4!    *      +                          !!      0 .     .     .        !


     35.11 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ  2520 LAAASIS C LAASIS(-1) PASIS;SMPL 1966.1 2012.4;OLS;EST 2520 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSOIS=SOPX$/ISPMM;                                                      
 GENR LAASOIS=LOG(AASOIS+.00001);                                             
 GENR LASOIS=LOG(ASOIS+.00001);                                               
 LHS AASOIS=EXP(LAASOIS)-.00001;                                              
  EQ 2521 LAASOIS C LASOIS(-1) PSOIS;                                         
EQUATION 1420  LAASOIS  
   RHS     C  LASOIS(-1)  PSOIS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1420 PLOT=0;END;                                                     

Equation number = 1420
**********************

Dependent variable = LAASOIS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.357152267

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.825727222       0.257489704  -3.20684     1.000000
14669 LASOIS  ( -1)       0.781269123       0.044497046  17.55778    -4.363946
14667 PSOIS   (  0)      -0.132176817       0.176372137  -0.74942     0.923071

SE of equation            =     0.372303298
Sum of squared residuals  =  25.6428030      -0.554889468E-11
Average absolute error    =     0.271502713
Sum of ABS residuals      =  51.0425101    
R squared                 =   0.62506
Durbin-Watson statistic   =   2.29973
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!              +   *                   !!           .  .  0           !
 1966.2!                    +  *              !!           .  . 0.           !
 1966.3!                   *    +             !!           0  .  .           !
 1966.4!             *       +                !!         0 .  .  .           !
 1967.1!                +    *                !!           .  .  0           !
 1967.2!                       +              !!           .  0  .           !
 1967.3!                    *   +             !!           .0 .  .           !
 1967.4!                *     +               !!          0.  .  .           !
 1968.1!               *   +                  !!           .0 .  .           !
 1968.2!                * +                   !!           . 0.  .           !
 1968.3!              *   +                   !!           0  .  .           !
 1968.4!             *   +                    !!           0  .  .           !
 1969.1!             *  +                     !!           .0 .  .           !
 1969.2!           *    +                     !!           0  .  .           !
 1969.3!            * +                       !!           .0 .  .           !
 1969.4!           *   +                      !!           .0 .  .           !
 1970.1!               +   *                  !!           .  .  0           !
 1970.2!           *         +                !!        0  .  .  .           !
 1970.3!             * +                      !!           . 0.  .           !
 1970.4!          *     +                     !!          0.  .  .           !
 1971.1!        *     +                       !!          0.  .  .           !
 1971.2!         *   +                        !!           0  .  .           !
 1971.3!           * +                        !!           . 0.  .           !
 1971.4!               +*                     !!           .  .0 .           !
 1972.1!                   +   *              !!           .  .  0           !
 1972.2!                      * +             !!           . 0.  .           !
 1972.3!                       +    *         !!           .  .  0           !
 1972.4!                        *   +         !!           0  .  .           !
 1973.1!                      * +             !!           . 0.  .           !
 1973.2!                       + *            !!           .  .0 .           !
 1973.3!                  *      +            !!          0.  .  .           !
 1973.4!                   *+                 !!           .  0  .           !
 1974.1!                *    +                !!           0  .  .           !
 1974.2!               *  +                   !!           .0 .  .           !
 1974.3!                 +   *                !!           .  . 0.           !
 1974.4!                      +               !!           .  0  .           !
 1975.1!                    * +               !!           .0 .  .           !
 1975.2!                 *   +                !!           0  .  .           !
 1975.3!                  *+                  !!           .  0  .           !
 1975.4!              *     +                 !!          0.  .  .           !
 1976.1!                 + *                  !!           .  .0 .           !
 1976.2!                    + *               !!           .  .0 .           !
 1976.3!                       +      *       !!           .  .  .0          !
 1976.4!                     *       +        !!         0 .  .  .           !
 1977.1!                 *    +               !!          0.  .  .           !
 1977.2!                  *+                  !!           .  0  .           !
 1977.3!                    +     *           !!           .  .  .0          !
 1977.4!                     *    +           !!           0  .  .           !
 1978.1!                      +*              !!           .  0  .           !
 1978.2!                       +    *         !!           .  .  0           !
 1978.3!                         *  +         !!           .0 .  .           !
 1978.4!                         +*           !!           .  .0 .           !
 1979.1!                          + *         !!           .  .0 .           !
 1979.2!                           +    *     !!           .  .  0           !
 1979.3!                             *+       !!           . 0.  .           !
 1979.4!                           *+         !!           . 0.  .           !
 1980.1!                          +           !!           .  0  .           !
 1980.2!                      *   +           !!           .0 .  .           !
 1980.3!                      +*              !!           .  .0 .           !
 1980.4!                      *+              !!           . 0.  .           !
 1981.1!                 *    +               !!           0  .  .           !
 1981.2!                  +*                  !!           .  .0 .           !
 1981.3!                    +    *            !!           .  .  0           !
 1981.4!                     *   +            !!           .0 .  .           !
 1982.1!                      +     *         !!           .  .  .0          !
 1982.2!                           +  *       !!           .  . 0.           !
 1982.3!                            +      *  !!           .  .  .0          !
 1982.4!                         *       +    !!         0 .  .  .           !
 1983.1!                         +  *         !!           .  . 0.           !
 1983.2!                           +*         !!           .  .0 .           !
 1983.3!                           +*         !!           .  .0 .           !
 1983.4!                           + *        !!           .  .0 .           !
 1984.1!                            +         !!           .  0  .           !
 1984.2!                           +*         !!           .  0  .           !
 1984.3!                           +*         !!           .  .0 .           !
 1984.4!                           +   *      !!           .  . 0.           !
 1985.1!                            *+        !!           . 0.  .           !
 1985.2!                           +*         !!           .  0  .           !
 1985.3!                           + *        !!           .  .0 .           !
 1985.4!                            +*        !!           .  0  .           !
 1986.1!                            +    *    !!           .  .  0           !
 1986.2!                              *+      !!           . 0.  .           !
 1986.3!                             +        !!           .  0  .           !
 1986.4!                          * +         !!           .0 .  .           !
 1987.1!                          + *         !!           .  . 0.           !
 1987.2!                           +          !!           . 0.  .           !
 1987.3!                          + *         !!           .  .0 .           !
 1987.4!                        *  +          !!           .0 .  .           !
 1988.1!                        + *           !!           .  .0 .           !
 1988.2!                          +           !!           .  0  .           !
 1988.3!                          + *         !!           .  . 0.           !
 1988.4!                          * +         !!           . 0.  .           !
 1989.1!                          +           !!           .  0  .           !
 1989.2!                          + *         !!           .  .0 .           !
 1989.3!                            + *       !!           .  .0 .           !
 1989.4!                          *  +        !!           .0 .  .           !
 1990.1!                          +*          !!           .  0  .           !
 1990.2!                          + *         !!           .  .0 .           !
 1990.3!                            + *       !!           .  . 0.           !
 1990.4!                             + *      !!           .  .0 .           !
 1991.1!                             *+       !!           . 0.  .           !
 1991.2!                            +  *      !!           .  .0 .           !
 1991.3!                             *+       !!           . 0.  .           !
 1991.4!                         *  +         !!           .0 .  .           !
 1992.1!                         +      *     !!           .  .  .0          !
 1992.2!                               + *    !!           .  .0 .           !
 1992.3!                               +*     !!           .  .0 .           !
 1992.4!                               +  *   !!           .  . 0.           !
 1993.1!                                +     *!           .  .  0           !
 1993.2!                                   +  *!           .  . 0.           !
 1993.3!                                  *+  !!           . 0.  .           !
 1993.4!                                +    *!!           .  .  0           !
 1994.1!                               *  +   !!           .0 .  .           !
 1994.2!                           *  +       !!           .0 .  .           !
 1994.3!                          +   *       !!           .  . 0.           !
 1994.4!                         *   +        !!           0  .  .           !
 1995.1!                         +  *         !!           .  . 0.           !
 1995.2!                            +         !!           .  0  .           !
 1995.3!                            +     *   !!           .  .  .0          !
 1995.4!                                +     !!           .  0  .           !
 1996.1!                              *+      !!           . 0.  .           !
 1996.2!                             +  *     !!           .  . 0.           !
 1996.3!                               + *    !!           .  . 0.           !
 1996.4!                           *    +     !!           0  .  .           !
 1997.1!                          *+          !!           . 0.  .           !
 1997.2!                          +     *     !!           .  .  .0          !
 1997.3!                               +*     !!           .  .0 .           !
 1997.4!                       *       +      !!         0 .  .  .           !
 1998.1!                        +     *       !!           .  .  .0          !
 1998.2!                             +*       !!           .  0  .           !
 1998.3!                             +  *     !!           .  . 0.           !
 1998.4!                            *  +      !!           .0 .  .           !
 1999.1!                           +  *       !!           .  .0 .           !
 1999.2!                             +*       !!           .  0  .           !
 1999.3!                             +      * !!           .  .  .0          !
 1999.4!                                * +   !!           . 0.  .           !
 2000.1!                               +  *   !!           .  . 0.           !
 2000.2!                            *   +     !!           0  .  .           !
 2000.3!                           +     *    !!           .  .  0           !
 2000.4!                              *+      !!           . 0.  .           !
 2001.1!                              + *     !!           .  . 0.           !
 2001.2!                               + *    !!           .  .0 .           !
 2001.3!                               +  *   !!           .  . 0.           !
 2001.4!                               * +    !!           . 0.  .           !
 2002.1!                              +       !!           .  0  .           !
 2002.2!                             +     *  !!           .  .  .0          !
 2002.3!                                 +    !!           .  0  .           !
 2002.4!                                +*    !!           .  .0 .           !
 2003.1!                             * +      !!           . 0.  .           !
 2003.2!                            +*        !!           .  .0 .           !
 2003.3!                            +   *     !!           .  . 0.           !
 2003.4!                              *+      !!           .  0  .           !
 2004.1!                             +     *  !!           .  .  .0          !
 2004.2!                               * +    !!           . 0.  .           !
 2004.3!                     *        +       !!        0  .  .  .           !
 2004.4!                      +    *          !!           .  .  0           !
 2005.1!                           + *        !!           .  . 0.           !
 2005.2!                           *+         !!           . 0.  .           !
 2005.3!                           +      *   !!           .  .  . 0         !
 2005.4!                             *  +     !!           .0 .  .           !
 2006.1!                            +         !!           .  0  .           !
 2006.2!                           +*         !!           .  0  .           !
 2006.3!                           +*         !!           .  .0 .           !
 2006.4!                            +         !!           .  0  .           !
 2007.1!                     *      +         !!          0.  .  .           !
 2007.2!                      +             * !!           .  .  .     0     !
 2007.3!                             *    +   !!           0  .  .           !
 2007.4!                           *+         !!           . 0.  .           !
 2008.1!                           +  *       !!           .  . 0.           !
 2008.2!                           * +        !!           . 0.  .           !
 2008.3!                           +     *    !!           .  .  0           !
 2008.4!                            *  +      !!           .0 .  .           !
 2009.1!                            +    *    !!           .  .  0           !
 2009.2!                          *    +      !!           0  .  .           !
 2009.3!                         *+           !!           . 0.  .           !
 2009.4!                         + *          !!           .  .0 .           !
 2010.1!   *                      +           !0           .  .  .           !
 2010.2*       +                              !!         0 .  .  .           !
 2010.3!    *+                                !!           .  0  .           !
 2010.4*        +                             !!        0  .  .  .           !
 2011.1!     +                   *            !!           .  .  .         0 !
 2011.2!                      *  +            !!           .0 .  .           !
 2011.3!                      +    *          !!           .  .  0           !
 2011.4!                          +           !!           .  0  .           !
 2012.1!                          +*          !!           .  .0 .           !
 2012.2!                           +          !!           .  0  .           !
 2012.3!                        *  +          !!           .0 .  .           !
 2012.4!                        +*            !!           .  .0 .           !


     26.60 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
@@EQ 2522 LAAKOIS C LAKOIS(-1) PKOIS;SMPL 1994.3 2012.4;OLS;EST 2522 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEIS=BEPX$Q/ISPMM;                                                     
 GENR LAABEIS=LOG(AABEIS+.00001);                                             
 GENR LABEIS=LOG(ABEIS+.00001);                                               
 LHS AABEIS=EXP(LAABEIS)-.00001;                                              
  EQ 2523 LAABEIS C LABEIS(-1) PBEIS;                                         
EQUATION 1421  LAABEIS  
   RHS     C  LABEIS(-1)  PBEIS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1421 PLOT=0;END;                                                     

Equation number = 1421
**********************

Dependent variable = LAABEIS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.540163096

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.093250019       0.134305192   0.69431     1.000000
14672 LABEIS  ( -1)       0.921617425       0.026447749  34.84672    -2.540302
14670 PBEIS   (  0)      -0.319376282       0.142824720  -2.23614     0.914991

SE of equation            =     0.168787934
Sum of squared residuals  =  5.27053282       0.104225517E-10
Average absolute error    =     0.120121364
Sum of ABS residuals      =  22.5828164    
R squared                 =   0.87630
Durbin-Watson statistic   =   2.66980
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!        *    +                        !!         0.   .   .          !
 1966.2!         + *                          !!          .   . 0 .          !
 1966.3!         *  +                         !!          .0  .   .          !
 1966.4!         *+                           !!          .  0.   .          !
 1967.1!  *       +                           !!      0   .   .   .          !
 1967.2!    +   *                             !!          .   .  0.          !
 1967.3!         +      *                     !!          .   .   . 0        !
 1967.4!               * +                    !!          . 0 .   .          !
 1968.1!     *         +                      !!     0    .   .   .          !
 1968.2!       +        *                     !!          .   .   .   0      !
 1968.3!       *         +                    !!     0    .   .   .          !
 1968.4!       *+                             !!          .  0.   .          !
 1969.1!       *+                             !!          .  0.   .          !
 1969.2!        +*                            !!          .   0   .          !
 1969.3!      *   +                           !!          0   .   .          !
 1969.4!     * +                              !!          . 0 .   .          !
 1970.1!       +*                             !!          .   .0  .          !
 1970.2!         +*                           !!          .   .0  .          !
 1970.3!           + *                        !!          .   . 0 .          !
 1970.4!           *  +                       !!          .0  .   .          !
 1971.1!         *  +                         !!          .0  .   .          !
 1971.2!        *  +                          !!          .0  .   .          !
 1971.3!         +                            !!          .   0   .          !
 1971.4!           +   *                      !!          .   .   0          !
 1972.1!               *+                     !!          .  0.   .          !
 1972.2!              *+                      !!          . 0 .   .          !
 1972.3!              + *                     !!          .   . 0 .          !
 1972.4!                +                     !!          .   0   .          !
 1973.1!            *   +                     !!          0   .   .          !
 1973.2!             + *                      !!          .   .  0.          !
 1973.3!            *  +                      !!          .0  .   .          !
 1973.4!           *+                         !!          .  0.   .          !
 1974.1!            +*                        !!          .   .0  .          !
 1974.2!           * +                        !!          . 0 .   .          !
 1974.3!       *    +                         !!          0   .   .          !
 1974.4!        +  *                          !!          .   .  0.          !
 1975.1!           +   *                      !!          .   .   0          !
 1975.2!        *       +                     !!       0  .   .   .          !
 1975.3!    *    +                            !!          0   .   .          !
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 1977.1!          * +                         !!          .  0.   .          !
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 1977.3!               + *                    !!          .   . 0 .          !
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 1978.2! *               +                    !0          .   .   .          !
 1978.3!   +       *                          !!          .   .   .   0      !
 1978.4!      *    +                          !!          0   .   .          !
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 1980.1!           +     *                    !!          .   .   .0         !
 1980.2!           *     +                    !!         0.   .   .          !
 1980.3!          *+                          !!          .  0.   .          !
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 1981.1*                +                     !0          .   .   .          !
 1981.2!  +            *                      !!          .   .   .       0  !
 1981.3!        *       +                     !!       0  .   .   .          !
 1981.4!         *+                           !!          .  0.   .          !
 1982.1!           + *                        !!          .   . 0 .          !
 1982.2!              *+                      !!          .  0.   .          !
 1982.3!                + *                   !!          .   . 0 .          !
 1982.4!                *   +                 !!          0   .   .          !
 1983.1!                 +  *                 !!          .   . 0 .          !
 1983.2!                  *  +                !!          . 0 .   .          !
 1983.3!                   *+                 !!          .  0.   .          !
 1983.4!                     +    *           !!          .   .   .0         !
 1984.1!                         * +          !!          . 0 .   .          !
 1984.2!                        * +           !!          . 0 .   .          !
 1984.3!                         +            !!          .   0   .          !
 1984.4!                          +           !!          .   0   .          !
 1985.1!                      *    +          !!         0.   .   .          !
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 1985.3!                          + *         !!          .   . 0 .          !
 1985.4!                            + *       !!          .   . 0 .          !
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 1986.2!                           +     *    !!          .   .   .0         !
 1986.3!                                +*    !!          .   .0  .          !
 1986.4!                                + *   !!          .   . 0 .          !
 1987.1!                                 +    !!          .   0   .          !
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 1987.4!                                *+    !!          .  0.   .          !
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 1988.3!                                *  +  !!          . 0 .   .          !
 1988.4!                                +  *  !!          .   .  0.          !
 1989.1!                                  + * !!          .   . 0 .          !
 1989.2!                                   + *!!          .   .0  .          !
 1989.3!                                    + !!          .   0   .          !
 1989.4!                                  +   *!          .   .  0.          !
 1990.1!                                    + !!          .   0   .          !
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 1991.4!                                  + * !!          .   . 0 .          !
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 1992.2!                                 +    *!          .   .   0          !
 1992.3!                                   *+ !!          .   0   .          !
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 1993.3!                                +   * !!          .   .  0.          !
 1993.4!                                   + *!!          .   . 0 .          !
 1994.1!                                    + !!          .   0   .          !
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 1995.1!                               *  +   !!          . 0 .   .          !
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 1995.3!                             +   *    !!          .   .  0.          !
 1995.4!                               +      !!          .   0   .          !
 1996.1!                              +       !!          .   0   .          !
 1996.2!                              +       !!          .   0   .          !
 1996.3!                             +  *     !!          .   . 0 .          !
 1996.4!                               +    * !!          .   .   0          !
 1997.1!                                   +  !!          .   0   .          !
 1997.2!                                  + * !!          .   . 0 .          !
 1997.3!                                    +*!!          .   .0  .          !
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 2000.3!                                 * +  !!          . 0 .   .          !
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 2001.2!                              +       !!          .   0   .          !
 2001.3!                              +*      !!          .   0   .          !
 2001.4!                               + *    !!          .   . 0 .          !
 2002.1!                                +     !!          .   0   .          !
 2002.2!                                +*    !!          .   0   .          !
 2002.3!                              * +     !!          . 0 .   .          !
 2002.4!                              +*      !!          .   . 0 .          !
 2003.1!                              *+      !!          .   0   .          !
 2003.2!                       *      +       !!        0 .   .   .          !
 2003.3!                       +   *          !!          .   .  0.          !
 2003.4!                          +  *        !!          .   . 0 .          !
 2004.1!                            +*        !!          .   .0  .          !
 2004.2!                             +        !!          .   0   .          !
 2004.3!                            +*        !!          .   .0  .          !
 2004.4!                          * +         !!          .  0.   .          !
 2005.1!                        *+            !!          .  0.   .          !
 2005.2!                       +   *          !!          .   .   0          !
 2005.3!                          +*          !!          .   0   .          !
 2005.4!                         *+           !!          .  0.   .          !
 2006.1!                     *  +             !!          .0  .   .          !
 2006.2!                    + *               !!          .   . 0 .          !
 2006.3!                 *   +                !!          0   .   .          !
 2006.4!                 +    *               !!          .   .   .0         !
 2007.1!                   * +                !!          . 0 .   .          !
 2007.2!                  + *                 !!          .   . 0 .          !
 2007.3!                  *+                  !!          .  0.   .          !
 2007.4!                 +   *                !!          .   .  0.          !
 2008.1!                *  +                  !!          .0  .   .          !
 2008.2!               +                      !!          .   .0  .          !
 2008.3!          *   +                       !!          0   .   .          !
 2008.4!     *   +                            !!          .0  .   .          !
 2009.1!   *  +                               !!          .0  .   .          !
 2009.2!   +      *                           !!          .   .   . 0        !
 2009.3!       *  +                           !!          .0  .   .          !
 2009.4!       +     *                        !!          .   .   . 0        !
 2010.1!            *+                        !!          .  0.   .          !
 2010.2!            +                         !!          .   0   .          !
 2010.3!           *+                         !!          .  0.   .          !
 2010.4!           +   *                      !!          .   .   0          !
 2011.1!            *  +                      !!          . 0 .   .          !
 2011.2!           +                          !!          .   0   .          !
 2011.3!   *       +                          !!      0   .   .   .          !
 2011.4!   +       *                          !!          .   .   .  0       !
 2012.1!         *+                           !!          .  0.   .          !
 2012.2!    *    +                            !!         0.   .   .          !
 2012.3!    +                                 !!          .   0   .          !
 2012.4!     +      *                         !!          .   .   .  0       !


     23.94 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDEIS=DEPX$Q/ISPMM;                                                     
 GENR LAADEIS=LOG(AADEIS+.00001);                                             
 GENR LADEIS=LOG(ADEIS+.00001);                                               
 LHS AADEIS=EXP(LAADEIS)-.00001;                                              
  EQ 2524 LAADEIS C LADEIS(-1) PDEIS;                                         
EQUATION 1422  LAADEIS  
   RHS     C  LADEIS(-1)  PDEIS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1422 PLOT=0;END;                                                     

Equation number = 1422
**********************

Dependent variable = LAADEIS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.263762750

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.380961942       0.304240584  -4.53905     1.000000
14675 LADEIS  ( -1)       0.647218130       0.053476924  12.10276    -5.257629
14673 PDEIS   (  0)      -0.504520613       0.221645263  -2.27625     0.951334

SE of equation            =     0.187218324
Sum of squared residuals  =  6.48437965       0.272626366E-10
Average absolute error    =     0.143619228
Sum of ABS residuals      =  27.0004148    
R squared                 =   0.49096
Durbin-Watson statistic   =   2.32919
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                        +   *         !!         .    .   0.         !
 1966.2!                     +   *            !!         .    .  0 .         !
 1966.3!             *     +                  !!       0 .    .    .         !
 1966.4!            +    *                    !!         .    .    0         !
 1967.1!              +  *                    !!         .    .  0 .         !
 1967.2!               + *                    !!         .    . 0  .         !
 1967.3!               +     *                !!         .    .    .0        !
 1967.4!            *     +                   !!         0    .    .         !
 1968.1!         *   +                        !!         .0   .    .         !
 1968.2!         *+                           !!         .   0.    .         !
 1968.3!          +*                          !!         .    .0   .         !
 1968.4!           +      *                   !!         .    .    . 0       !
 1969.1!               +     *                !!         .    .    0         !
 1969.2!    *            +                    !! 0       .    .    .         !
 1969.3!       +            *                 !!         .    .    .       0 !
 1969.4!            *    +                    !!         0    .    .         !
 1970.1!            +  *                      !!         .    .  0 .         !
 1970.2!              +   *                   !!         .    .  0 .         !
 1970.3!                + *                   !!         .    . 0  .         !
 1970.4!           *    +                     !!         0    .    .         !
 1971.1!            +                         !!         .    0    .         !
 1971.2!             +                        !!         .    0    .         !
 1971.3!             +                        !!         .   0.    .         !
 1971.4!            +     *                   !!         .    .    .0        !
 1972.1!          *     +                     !!        0.    .    .         !
 1972.2!           +         *                !!         .    .    .    0    !
 1972.3!         *        +                   !!      0  .    .    .         !
 1972.4!   *     +                            !!       0 .    .    .         !
 1973.1*     +                                !!        0.    .    .         !
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 1975.4!          *   +                       !!         .0   .    .         !
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 1977.2!       *+                             !!         .   0.    .         !
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 1978.3!*         +                           !!    0    .    .    .         !
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 1979.4!   *   +                              !!         . 0  .    .         !
 1980.1!     *+                               !!         .   0.    .         !
 1980.2!   *    +                             !!         0    .    .         !
 1980.3!      +    *                          !!         .    .    0         !
 1980.4!     *      +                         !!        0.    .    .         !
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 1981.2!        *  +                          !!         . 0  .    .         !
 1981.3!           +     *                    !!         .    .    .0        !
 1981.4!           *    +                     !!         0    .    .         !
 1982.1!            *+                        !!         .   0.    .         !
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 1982.3!              +      *                !!         .    .    . 0       !
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 1983.4!                 *   +                !!         .0   .    .         !
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 1984.3!                  + *                 !!         .    . 0  .         !
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 1985.1!           *        +                 !!     0   .    .    .         !
 1985.2!       *     +                        !!        0.    .    .         !
 1985.3!          +       *                   !!         .    .    .  0      !
 1985.4!             *   +                    !!         .0   .    .         !
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 1986.3!                 +                    !!         .    0    .         !
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 1987.4!           +    *                     !!         .    .    0         !
 1988.1!              + *                     !!         .    .0   .         !
 1988.2!          *   +                       !!         .0   .    .         !
 1988.3!         * +                          !!         . 0  .    .         !
 1988.4!          +*                          !!         .    .0   .         !
 1989.1!           *+                         !!         .   0.    .         !
 1989.2!            +     *                   !!         .    .    .0        !
 1989.3!                +                     !!         .    0    .         !
 1989.4!              +  *                    !!         .    .  0 .         !
 1990.1!             * +                      !!         .  0 .    .         !
 1990.2!            + *                       !!         .    .0   .         !
 1990.3!             +*                       !!         .    .0   .         !
 1990.4!         *   +                        !!         .0   .    .         !
 1991.1!         +      *                     !!         .    .    . 0       !
 1991.2!            *  +                      !!         .  0 .    .         !
 1991.3!            +       *                 !!         .    .    . 0       !
 1991.4!                 +                    !!         .    0    .         !
 1992.1!               +*                     !!         .    0    .         !
 1992.2!              +         *             !!         .    .    .    0    !
 1992.3!                   +         *        !!         .    .    .   0     !
 1992.4!                       +              *!         .    .    .         0
 1993.1!                            *+        !!         .   0.    .         !
 1993.2!             *         +              !!    0    .    .    .         !
 1993.3!          *  +                        !!         . 0  .    .         !
 1993.4!           +                          !!         .    0    .         !
 1994.1!            +         *               !!         .    .    .     0   !
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 1994.3!                +  *                  !!         .    .  0 .         !
 1994.4!               * +                    !!         .   0.    .         !
 1995.1!              +*                      !!         .    0    .         !
 1995.2!             +        *               !!         .    .    .  0      !
 1995.3!                  + *                 !!         .    . 0  .         !
 1995.4!                 +     *              !!         .    .    0         !
 1996.1!                  *+                  !!         .   0.    .         !
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 1996.4!             * +                      !!         .  0 .    .         !
 1997.1!             + *                      !!         .    . 0  .         !
 1997.2!               +                      !!         .    0    .         !
 1997.3!              +                       !!         .    0    .         !
 1997.4!              +                       !!         .    0    .         !
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 1998.2!             +  *                     !!         .    .  0 .         !
 1998.3!               +    *                 !!         .    .    0         !
 1998.4!              *  +                    !!         . 0  .    .         !
 1999.1!          *   +                       !!         .0   .    .         !
 1999.2!           *+                         !!         .    0    .         !
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 1999.4!              +   *                   !!         .    .   0.         !
 2000.1!           *    +                     !!         0    .    .         !
 2000.2!            +                         !!         .    0    .         !
 2000.3!             +*                       !!         .    0    .         !
 2000.4!              +    *                  !!         .    .    0         !
 2001.1!                * +                   !!         .  0 .    .         !
 2001.2!              * +                     !!         .  0 .    .         !
 2001.3!              +*                      !!         .    .0   .         !
 2001.4!               +    *                 !!         .    .    .0        !
 2002.1!                   +        *         !!         .    .    .   0     !
 2002.2!                     * +              !!         .  0 .    .         !
 2002.3!                  +     *             !!         .    .    .0        !
 2002.4!                    +*                !!         .    .0   .         !
 2003.1!                  +*                  !!         .    .0   .         !
 2003.2!            *   +                     !!         .0   .    .         !
 2003.3!        *   +                         !!         .0   .    .         !
 2003.4!    *    +                            !!         0    .    .         !
 2004.1!  *   +                               !!         .0   .    .         !
 2004.2!   * +                                !!         . 0  .    .         !
 2004.3!    *+                                !!         .  0 .    .         !
 2004.4!   *  +                               !!         . 0  .    .         !
 2005.1!     +*                               !!         .    .0   .         !
 2005.2!        +                             !!         .    0    .         !
 2005.3!         +    *                       !!         .    .    0         !
 2005.4!             +  *                     !!         .    .  0 .         !
 2006.1!   *          +                       !!   0     .    .    .         !
 2006.2!     +                                !!         .    0    .         !
 2006.3!   *   +                              !!         . 0  .    .         !
 2006.4! *    +                               !!         .0   .    .         !
 2007.1!  *  +                                !!         . 0  .    .         !
 2007.2!     +*                               !!         .    .0   .         !
 2007.3! *      +                             !!       0 .    .    .         !
 2007.4!*   +                                 !!         .0   .    .         !
 2008.1!*  +                                  !!         . 0  .    .         !
 2008.2*   +                                  !!         .0   .    .         !
 2008.3!  +   *                               !!         .    .  0 .         !
 2008.4!       + *                            !!         .    .0   .         !
 2009.1!          +                           !!         .    .0   .         !
 2009.2!          +                           !!         .    0    .         !
 2009.3!         *+                           !!         .   0.    .         !
 2009.4!        * +                           !!         .   0.    .         !
 2010.1!       * +                            !!         .  0 .    .         !
 2010.2!    *    +                            !!         0    .    .         !
 2010.3!      *+                              !!         .   0.    .         !
 2010.4!        +                             !!         .    0    .         !
 2011.1!       *  +                           !!         . 0  .    .         !
 2011.2!  *      +                            !!        0.    .    .         !
 2011.3!     *+                               !!         .   0.    .         !
 2011.4!  *     +                             !!         0    .    .         !
 2012.1!*     +                               !!        0.    .    .         !
 2012.2!  *  +                                !!         .  0 .    .         !
 2012.3!    * +                               !!         .  0 .    .         !
 2012.4!  *    +                              !!         0    .    .         !


     30.85 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOIS=NOPX$Q/ISPMM;                                                     
 GENR LAANOIS=LOG(AANOIS+.00001);                                             
 GENR LANOIS=LOG(ANOIS+.00001);                                               
 LHS AANOIS=EXP(LAANOIS)-.00001;                                              
  EQ 2525 LAANOIS C LANOIS(-1) PNOIS;                                         
EQUATION 1423  LAANOIS  
   RHS     C  LANOIS(-1)  PNOIS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1423 PLOT=0;END;                                                     

Equation number = 1423
**********************

Dependent variable = LAANOIS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.409787710

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.759502750       0.281234121  -6.25636     1.000000
14678 LANOIS  ( -1)       0.472534185       0.065960873   7.16386    -5.401735
14676 PNOIS   (  0)      -1.366675349       0.277058698  -4.93280     0.803249

SE of equation            =     0.635097007
Sum of squared residuals  =  74.6194185       0.109405818E-10
Average absolute error    =     0.431781963
Sum of ABS residuals      =  81.1750090    
R squared                 =   0.51698
Durbin-Watson statistic   =   2.34983
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                 +*                   !!          .   .0  .          !
 1966.2!                 +*                   !!          .   0   .          !
 1966.3!                 +*                   !!          .   .0  .          !
 1966.4!                 *+                   !!          .  0.   .          !
 1967.1!                 +   *                !!          .   .  0.          !
 1967.2!                   +  *               !!          .   . 0 .          !
 1967.3!                    +*                !!          .   .0  .          !
 1967.4!                   +                  !!          .   0   .          !
 1968.1!                   +                  *!          .   .   .        0 !
 1968.2!                  *        +          !!        0 .   .   .          !
 1968.3!                 *+                   !!          .   0   .          !
 1968.4!                 +                   *!!          .   .   .        0 !
 1969.1!                        *  +          !!          . 0 .   .          !
 1969.2!                    +  *              !!          .   . 0 .          !
 1969.3!                    + *               !!          .   . 0 .          !
 1969.4!                    +*                !!          .   .0  .          !
 1970.1!               *   +                  !!          .0  .   .          !
 1970.2!              * +                     !!          .  0.   .          !
 1970.3!                +   *                 !!          .   .  0.          !
 1970.4!             *     +                  !!          0   .   .          !
 1971.1!             * +                      !!          .  0.   .          !
 1971.2!            *   +                     !!          .0  .   .          !
 1971.3!            *  +                      !!          . 0 .   .          !
 1971.4!             * +                      !!          . 0 .   .          !
 1972.1!             * +                      !!          . 0 .   .          !
 1972.2!            *   +                     !!          . 0 .   .          !
 1972.3!               +  *                   !!          .   . 0 .          !
 1972.4!                 +                    !!          .   0   .          !
 1973.1!               * +                    !!          .  0.   .          !
 1973.2!              * +                     !!          .  0.   .          !
 1973.3!               +*                     !!          .   .0  .          !
 1973.4!              * +                     !!          . 0 .   .          !
 1974.1!               + *                    !!          .   .0  .          !
 1974.2!           *    +                     !!          .0  .   .          !
 1974.3!             + *                      !!          .   .0  .          !
 1974.4!              *+                      !!          .   0   .          !
 1975.1!          *   +                       !!          .0  .   .          !
 1975.2!            + *                       !!          .   . 0 .          !
 1975.3!     *         +                      !!        0 .   .   .          !
 1975.4!           + *                        !!          .   . 0 .          !
 1976.1!           *   +                      !!          . 0 .   .          !
 1976.2!     *        +                       !!        0 .   .   .          !
 1976.3!          +        *                  !!          .   .   . 0        !
 1976.4!                 +*                   !!          .   .0  .          !
 1977.1!                + *                   !!          .   .0  .          !
 1977.2!                +   *                 !!          .   . 0 .          !
 1977.3!                 +*                   !!          .   0   .          !
 1977.4!                 +           *        !!          .   .   .   0      !
 1978.1!             *        +               !!        0 .   .   .          !
 1978.2!              +                       !!          .   0   .          !
 1978.3!              * +                     !!          .  0.   .          !
 1978.4!                + *                   !!          .   .0  .          !
 1979.1!             *   +                    !!          .0  .   .          !
 1979.2!               +            *         !!          .   .   .    0     !
 1979.3!              *      +                !!         0.   .   .          !
 1979.4!            * +                       !!          . 0 .   .          !
 1980.1!           *+                         !!          .  0.   .          !
 1980.2!        *   +                         !!          . 0 .   .          !
 1980.3!          + *                         !!          .   .0  .          !
 1980.4!          * +                         !!          .  0.   .          !
 1981.1!        *  +                          !!          . 0 .   .          !
 1981.2!        * +                           !!          . 0 .   .          !
 1981.3!          *+                          !!          .  0.   .          !
 1981.4!      *    +                          !!          .0  .   .          !
 1982.1!     *   +                            !!          .0  .   .          !
 1982.2!     *   +                            !!          .0  .   .          !
 1982.3!     *   +                            !!          .0  .   .          !
 1982.4!       * +                            !!          .  0.   .          !
 1983.1!        *  +                          !!          . 0 .   .          !
 1983.2!          *+                          !!          .  0.   .          !
 1983.3!          * +                         !!          .  0.   .          !
 1983.4!            +                         !!          .   0   .          !
 1984.1!            +*                        !!          .   0   .          !
 1984.2!             +                   *    !!          .   .   .        0 !
 1984.3!         *             +              !!    0     .   .   .          !
 1984.4!            +                     *   !!          .   .   .          0
 1985.1!                       +   *          !!          .   .  0.          !
 1985.2!                    +          *      !!          .   .   .  0       !
 1985.3!                      +    *          !!          .   .   0          !
 1985.4!                    +            *    !!          .   .   .    0     !
 1986.1!                        +      *      !!          .   .   .0         !
 1986.2!                        +    *        !!          .   .  0.          !
 1986.3!                      *+              !!          .  0.   .          !
 1986.4!                    +       *         !!          .   .   .0         !
 1987.1!                       +*             !!          .   .0  .          !
 1987.2!                     +      *         !!          .   .   .0         !
 1987.3!                       +              !!          .   0   .          !
 1987.4!                     +      *         !!          .   .   .0         !
 1988.1!                      *+              !!          .   0   .          !
 1988.2!                    + *               !!          .   .0  .          !
 1988.3!                    +      *          !!          .   .   0          !
 1988.4!                      *+              !!          .   0   .          !
 1989.1!                    + *               !!          .   . 0 .          !
 1989.2!       *            +                 !!      0   .   .   .          !
 1989.3!             +         *              !!          .   .   .  0       !
 1989.4!                    +       *         !!          .   .   .0         !
 1990.1!     *                 +              !!  0       .   .   .          !
 1990.2!             +         *              !!          .   .   .  0       !
 1990.3!         *          +                 !!       0  .   .   .          !
 1990.4!            +           *             !!          .   .   .   0      !
 1991.1!                     +      *         !!          .   .   .0         !
 1991.2!                       +              !!          .   0   .          !
 1991.3!            *        +                !!        0 .   .   .          !
 1991.4!               +           *          !!          .   .   .   0      !
 1992.1!                       +   *          !!          .   .  0.          !
 1992.2!                       +              !!          .   0   .          !
 1992.3!                     +     *          !!          .   .   0          !
 1992.4!                      *+              !!          .  0.   .          !
 1993.1!                     +                !!          .   0   .          !
 1993.2!                    +     *           !!          .   .   0          !
 1993.3!                     * +              !!          .  0.   .          !
 1993.4!                     + *              !!          .   . 0 .          !
 1994.1!                      +   *           !!          .   . 0 .          !
 1994.2!                       +  *           !!          .   . 0 .          !
 1994.3!                      *+              !!          .  0.   .          !
 1994.4!             *       +                !!        0 .   .   .          !
 1995.1!                 +   *                !!          .   .  0.          !
 1995.2!                     +                !!          .   0   .          !
 1995.3!                    *+                !!          .   0   .          !
 1995.4!                     +   *            !!          .   .  0.          !
 1996.1!                     * +              !!          .  0.   .          !
 1996.2!                    *+                !!          .  0.   .          !
 1996.3!                   +  *               !!          .   . 0 .          !
 1996.4!                    + *               !!          .   . 0 .          !
 1997.1!               *     +                !!          0   .   .          !
 1997.2!             *    +                   !!          .0  .   .          !
 1997.3!          *      +                    !!          0   .   .          !
 1997.4!             * +                      !!          .  0.   .          !
 1998.1!              *  +                    !!          .0  .   .          !
 1998.2!                * +                   !!          .  0.   .          !
 1998.3!                 * +                  !!          . 0 .   .          !
 1998.4!               *    +                 !!          .0  .   .          !
 1999.1!                 * +                  !!          . 0 .   .          !
 1999.2!               *   +                  !!          .0  .   .          !
 1999.3!                *+                    !!          .  0.   .          !
 1999.4!            *    +                    !!          0   .   .          !
 2000.1!            * +                       !!          . 0 .   .          !
 2000.2!         *    +                       !!          .0  .   .          !
 2000.3!            +                         !!          .   0   .          !
 2000.4!            * +                       !!          .  0.   .          !
 2001.1!             *+                       !!          .  0.   .          !
 2001.2!             *+                       !!          .  0.   .          !
 2001.3!            *  +                      !!          . 0 .   .          !
 2001.4!              *+                      !!          .  0.   .          !
 2002.1!              * +                     !!          .  0.   .          !
 2002.2!           *    +                     !!          .0  .   .          !
 2002.3!           *  +                       !!          . 0 .   .          !
 2002.4!             *+                       !!          .  0.   .          !
 2003.1!              +*                      !!          .   0   .          !
 2003.2!          *     +                     !!          0   .   .          !
 2003.3!           *  +                       !!          . 0 .   .          !
 2003.4!             *+                       !!          .  0.   .          !
 2004.1!           *   +                      !!          .0  .   .          !
 2004.2!         *   +                        !!          .0  .   .          !
 2004.3!       *    +                         !!          .0  .   .          !
 2004.4!        * +                           !!          . 0 .   .          !
 2005.1!       *  +                           !!          . 0 .   .          !
 2005.2!     *   +                            !!          .0  .   .          !
 2005.3!     * +                              !!          . 0 .   .          !
 2005.4!       + *                            !!          .   .0  .          !
 2006.1!        +*                            !!          .   .0  .          !
 2006.2!      * +                             !!          .  0.   .          !
 2006.3!     *+                               !!          .  0.   .          !
 2006.4!       +*                             !!          .   .0  .          !
 2007.1!      * +                             !!          . 0 .   .          !
 2007.2!    * +                               !!          . 0 .   .          !
 2007.3!   * +                                !!          .  0.   .          !
 2007.4!   + *                                !!          .   .0  .          !
 2008.1! * +                                  !!          .  0.   .          !
 2008.2!+                                     !!          .   0   .          !
 2008.3*+                                     !!          .  0.   .          !
 2008.4!   +  *                               !!          .   . 0 .          !
 2009.1!        +                             !!          .   0   .          !
 2009.2!         +                            !!          .   0   .          !
 2009.3!         +*                           !!          .   0   .          !
 2009.4!        *+                            !!          .  0.   .          !
 2010.1!      * +                             !!          .  0.   .          !
 2010.2!     * +                              !!          .  0.   .          !
 2010.3!      +  *                            !!          .   .0  .          !
 2010.4!       +*                             !!          .   0   .          !
 2011.1!    * +                               !!          .  0.   .          !
 2011.2!   +*                                 !!          .   .0  .          !
 2011.3!    + *                               !!          .   .0  .          !
 2011.4!    +*                                !!          .   0   .          !
 2012.1!  *+                                  !!          .  0.   .          !
 2012.2!  + *                                 !!          .   .0  .          !
 2012.3!    + *                               !!          .   .0  .          !
 2012.4!    +                                 !!          .   0   .          !


     19.68 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@EQ  2526 LAASWIS C LASWIS(-1) PSWIS;SMPL 1966.1 2012.4;OLS;EST 2526 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGRIS=GRPX$Q/ISPMM;                                                     
 GENR LAAGRIS=LOG(AAGRIS+.00001);                                             
 GENR LAGRIS=LOG(AGRIS+.00001);                                               
 LHS AAGRIS=EXP(LAAGRIS)-.00001;                                              
  EQ 2527 LAAGRIS C LAGRIS(-1) PGRIS;                                         
EQUATION 1424  LAAGRIS  
   RHS     C  LAGRIS(-1)  PGRIS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1424 PLOT=0;END;                                                     

Equation number = 1424
**********************

Dependent variable = LAAGRIS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.676756385

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.291171426       0.375085636  -3.44234     1.000000
14681 LAGRIS  ( -1)       0.708905739       0.054905076  12.91148    -5.682475
14679 PGRIS   (  0)      -0.375792953       0.307586977  -1.22175     0.950645

SE of equation            =     0.393828561
Sum of squared residuals  =  28.6936731      -0.150981450E-10
Average absolute error    =     0.286140780
Sum of ABS residuals      =  53.7944667    
R squared                 =   0.50128
Durbin-Watson statistic   =   2.46368
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                     *  +             !!          .0  .   .          !
 1966.2!                    + *               !!          .   . 0 .          !
 1966.3!                     +    *           !!          .   .   .0         !
 1966.4!                    *   +             !!          0   .   .          !
 1967.1!                   +  *               !!          .   .  0.          !
 1967.2!                    *+                !!          .  0.   .          !
 1967.3!                   +   *              !!          .   .  0.          !
 1967.4!                     +                !!          .   0   .          !
 1968.1!                    +  *              !!          .   . 0 .          !
 1968.2!               *     +                !!         0.   .   .          !
 1968.3!              * +                     !!          .  0.   .          !
 1968.4!          *    +                      !!          0   .   .          !
 1969.1!            + *                       !!          .   . 0 .          !
 1969.2!               +     *                !!          .   .   . 0        !
 1969.3!                *   +                 !!          0   .   .          !
 1969.4!         *      +                     !!        0 .   .   .          !
 1970.1!           *+                         !!          .  0.   .          !
 1970.2!             +                        !!          .   0   .          !
 1970.3!              +                       !!          .   0   .          !
 1970.4!           *   +                      !!          .0  .   .          !
 1971.1!        *    +                        !!         0.   .   .          !
 1971.2!           + *                        !!          .   . 0 .          !
 1971.3!              *+                      !!          .  0.   .          !
 1971.4!               +                      !!          .   0   .          !
 1972.1!            *   +                     !!          .0  .   .          !
 1972.2!           *  +                       !!          . 0 .   .          !
 1972.3!           * +                        !!          . 0 .   .          !
 1972.4!             + *                      !!          .   . 0 .          !
 1973.1!            *  +                      !!          .0  .   .          !
 1973.2*             +                        !!  0       .   .   .          !
 1973.3!    +*                                !!          .   .0  .          !
 1973.4!       +                              !!          .   0   .          !
 1974.1!    *     +                           !!         0.   .   .          !
 1974.2!       +   *                          !!          .   .  0.          !
 1974.3!            +*                        !!          .   .0  .          !
 1974.4!           *  +                       !!          .0  .   .          !
 1975.1!       *     +                        !!         0.   .   .          !
 1975.2!      *   +                           !!          0   .   .          !
 1975.3!    *    +                            !!         0.   .   .          !
 1975.4!        +*                            !!          .   .0  .          !
 1976.1!         *  +                         !!          .0  .   .          !
 1976.2!           +                          !!          .   0   .          !
 1976.3!        *    +                        !!          0   .   .          !
 1976.4!        *  +                          !!          . 0 .   .          !
 1977.1!       *  +                           !!          .0  .   .          !
 1977.2!          +                           !!          .   0   .          !
 1977.3!*          +                          !!    0     .   .   .          !
 1977.4!     +*                               !!          .   .0  .          !
 1978.1!         +                            !!          .   0   .          !
 1978.2!         * +                          !!          . 0 .   .          !
 1978.3!          *+                          !!          .  0.   .          !
 1978.4!            + *                       !!          .   . 0 .          !
 1979.1!             * +                      !!          .  0.   .          !
 1979.2!              +*                      !!          .   .0  .          !
 1979.3!             * +                      !!          . 0 .   .          !
 1979.4!              +*                      !!          .   .0  .          !
 1980.1!              *+                      !!          .  0.   .          !
 1980.2!               + *                    !!          .   . 0 .          !
 1980.3!                 + *                  !!          .   . 0 .          !
 1980.4!                 * +                  !!          . 0 .   .          !
 1981.1!          *      +                    !!        0 .   .   .          !
 1981.2!            +    *                    !!          .   .   0          !
 1981.3!                 + *                  !!          .   . 0 .          !
 1981.4!              *   +                   !!          .0  .   .          !
 1982.1!               +                      !!          .  0.   .          !
 1982.2!            *   +                     !!          .0  .   .          !
 1982.3!              +  *                    !!          .   . 0 .          !
 1982.4!             *   +                    !!          0   .   .          !
 1983.1!               +  *                   !!          .   .  0.          !
 1983.2!              *   +                   !!          0   .   .          !
 1983.3!           *   +                      !!          0   .   .          !
 1983.4!             +     *                  !!          .   .   .0         !
 1984.1!             *     +                  !!         0.   .   .          !
 1984.2!              +                       !!          .   0   .          !
 1984.3!            *  +                      !!          .0  .   .          !
 1984.4!              +    *                  !!          .   .   .0         !
 1985.1!             *     +                  !!         0.   .   .          !
 1985.2!           *   +                      !!          .0  .   .          !
 1985.3!         *   +                        !!          0   .   .          !
 1985.4!            + *                       !!          .   . 0 .          !
 1986.1!             * +                      !!          .0  .   .          !
 1986.2!              +   *                   !!          .   .  0.          !
 1986.3!                 *+                   !!          .  0.   .          !
 1986.4!                 +                    !!          .  0.   .          !
 1987.1!               * +                    !!          . 0 .   .          !
 1987.2!                +*                    !!          .   .0  .          !
 1987.3!                 +    *               !!          .   .   0          !
 1987.4!                   * +                !!          .  0.   .          !
 1988.1!                  *+                  !!          .  0.   .          !
 1988.2!             *    +                   !!         0.   .   .          !
 1988.3!            * +                       !!          . 0 .   .          !
 1988.4!              +    *                  !!          .   .   .0         !
 1989.1!               *   +                  !!          .0  .   .          !
 1989.2!                +  *                  !!          .   .  0.          !
 1989.3!                   + *                !!          .   . 0 .          !
 1989.4!                *   +                 !!          .0  .   .          !
 1990.1!                 +  *                 !!          .   .  0.          !
 1990.2!                   +*                 !!          .   0   .          !
 1990.3!                  *+                  !!          .  0.   .          !
 1990.4!                 *+                   !!          .  0.   .          !
 1991.1!                  + *                 !!          .   . 0 .          !
 1991.2!               *   +                  !!          0   .   .          !
 1991.3!                +      *              !!          .   .   . 0        !
 1991.4!                   *  +               !!          .0  .   .          !
 1992.1!                   +   *              !!          .   .  0.          !
 1992.2!                    * +               !!          .  0.   .          !
 1992.3!                    + *               !!          .   . 0 .          !
 1992.4!                     +  *             !!          .   .  0.          !
 1993.1!                    *  +              !!          . 0 .   .          !
 1993.2!                    +   *             !!          .   .   0          !
 1993.3!                      *+              !!          .  0.   .          !
 1993.4!                     +    *           !!          .   .   0          !
 1994.1!                        +             !!          .   0   .          !
 1994.2!                       +*             !!          .   .0  .          !
 1994.3!                     * +              !!          . 0 .   .          !
 1994.4!                    +      *          !!          .   .   . 0        !
 1995.1!                      * +             !!          . 0 .   .          !
 1995.2!                     +   *            !!          .   .   0          !
 1995.3!                       +              !!          .   0   .          !
 1995.4!                     + *              !!          .   .0  .          !
 1996.1!                     +   *            !!          .   .  0.          !
 1996.2!                       +              !!          .   0   .          !
 1996.3!                     +*               !!          .   .0  .          !
 1996.4!                    *+                !!          .   0   .          !
 1997.1!                    +    *            !!          .   .   0          !
 1997.2!                       +              !!          .   0   .          !
 1997.3!                     + *              !!          .   .0  .          !
 1997.4!                     + *              !!          .   .0  .          !
 1998.1!                      +*              !!          .   . 0 .          !
 1998.2!                      +*              !!          .   .0  .          !
 1998.3!                      +               !!          .   .0  .          !
 1998.4!                     + *              !!          .   .0  .          !
 1999.1!                    * +               !!          .  0.   .          !
 1999.2!                    +                 !!          .   0   .          !
 1999.3!                   *+                 !!          .  0.   .          !
 1999.4!                   +  *               !!          .   . 0 .          !
 2000.1!                     +  *             !!          .   . 0 .          !
 2000.2!                      +   *           !!          .   .  0.          !
 2000.3!                        +  *          !!          .   .  0.          !
 2000.4!                       * +            !!          .  0.   .          !
 2001.1!                     *+               !!          .  0.   .          !
 2001.2!                    +  *              !!          .   . 0 .          !
 2001.3!          *           +               !!   0      .   .   .          !
 2001.4!            +           *             !!          .   .   .     0    !
 2002.1!                      +               !!          .  0.   .          !
 2002.2!                     +*               !!          .   . 0 .          !
 2002.3!                    *+                !!          .  0.   .          !
 2002.4!                    +                 !!          .   0   .          !
 2003.1!                    +                 !!          .   0   .          !
 2003.2!                  *+                  !!          .  0.   .          !
 2003.3!                  +*                  !!          .   .0  .          !
 2003.4!                   + *                !!          .   . 0 .          !
 2004.1!                  *+                  !!          .  0.   .          !
 2004.2!               *  +                   !!          . 0 .   .          !
 2004.3!               + *                    !!          .   .0  .          !
 2004.4!                 +*                   !!          .   .0  .          !
 2005.1!                 *+                   !!          .   0   .          !
 2005.2!                 +                    !!          .   0   .          !
 2005.3!                 +*                   !!          .   .0  .          !
 2005.4!                * +                   !!          .  0.   .          !
 2006.1!                +      *              !!          .   .   .0         !
 2006.2!                    *+                !!          .  0.   .          !
 2006.3!                   +*                 !!          .   .0  .          !
 2006.4!                   +*                 !!          .   .0  .          !
 2007.1!                   +                  !!          .   0   .          !
 2007.2!                 *+                   !!          .  0.   .          !
 2007.3!                +       *             !!          .   .   . 0        !
 2007.4!                     +                !!          .   0   .          !
 2008.1!                 * +                  !!          . 0 .   .          !
 2008.2!                +                     !!          .   0   .          !
 2008.3!                +  *                  !!          .   .  0.          !
 2008.4!                  +*                  !!          .   0   .          !
 2009.1!                  +                   !!          .   0   .          !
 2009.2!                  +     *             !!          .   .   .0         !
 2009.3!                     +                !!          .   0   .          !
 2009.4!                   + *                !!          .   . 0 .          !
 2010.1!                *   +                 !!          .0  .   .          !
 2010.2!                +      *              !!          .   .   . 0        !
 2010.3!            *        +                !!     0    .   .   .          !
 2010.4!             +                *       !!          .   .   .          0
 2011.1!                   *      +           !!        0 .   .   .          !
 2011.2!                  +    *              !!          .   .   .0         !
 2011.3!                *    +                !!          0   .   .          !
 2011.4!                +      *              !!          .   .   . 0        !
 2012.1!                    +         *       !!          .   .   .   0      !
 2012.2!                   *      +           !!        0 .   .   .          !
 2012.3!                  +       *           !!          .   .   .  0       !
 2012.4!                       +              *!          .   .   .         0!


     26.06 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRIS=IRPX$Q/ISPMM;                                                     
 GENR LAAIRIS=LOG(AAIRIS+.00001);                                             
 GENR LAIRIS=LOG(AIRIS+.00001);                                               
 LHS AAIRIS=EXP(LAAIRIS)-.00001;                                              
  EQ 2528 LAAIRIS C LAIRIS(-1) PIRIS;                                         
EQUATION 1425  LAAIRIS  
   RHS     C  LAIRIS(-1)  PIRIS  
 SMPL 1970.1 2012.4;                                                          
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
 OLS;EST 1425 PLOT=0;END;                                                     

Equation number = 1425
**********************

Dependent variable = LAAIRIS 

 1970.1 -   2012.4,    0 missing obs.,  172 obs. used.

Mean of dependent variable       -5.770763838

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.490357564       0.409054479   1.19876     1.000000
14684 LAIRIS  ( -1)       0.721029393       0.051856137  13.90442    -5.786932
14682 PIRIS   (  0)      -1.910815614       0.504751579  -3.78566     1.093027

SE of equation            =     0.520098309
Sum of squared residuals  =  45.7148804      -0.253272958E-10
Average absolute error    =     0.338468743
Sum of ABS residuals      =  58.2166238    
R squared                 =   0.76030
Durbin-Watson statistic   =   1.84725
SMPL and No. Obs.         = 1970.1   2012.4    172

Plot of actual(*) and fitted(+) values and residuals(0)


 1970.1!          *     +                     !!           0. . .            !
 1970.2!  *           +                       !!       0    . . .            !
 1970.3!     *  +                             !!            0 . .            !
 1970.4!          +        *                  !!            . . .  0         !
 1971.1!                     +      *         !!            . . . 0          !
 1971.2!                      *    +          !!           0. . .            !
 1971.3!                      + *             !!            . .0.            !
 1971.4!                       +     *        !!            . . .0           !
 1972.1!      *                   +           !!  0         . . .            !
 1972.2!*       +                             !!         0  . . .            !
 1972.3*     +                                !!          0 . . .            !
 1972.4!    +   *                             !!            . . 0            !
 1973.1!    *    +                            !!           0. . .            !
 1973.2*      +                               !!          0 . . .            !
 1973.3!   +                         *        !!            . . .            0
 1973.4!                         +     *      !!            . . . 0          !
 1974.1!                        *    +        !!           0. . .            !
 1974.2!                *      +              !!          0 . . .            !
 1974.3!               * +                    !!            .0. .            !
 1974.4!                 + *                  !!            . .0.            !
 1975.1!                  *+                  !!            .0. .            !
 1975.2!              *   +                   !!            0 . .            !
 1975.3!                +          *          !!            . . .   0        !
 1975.4!                          +*          !!            . 0 .            !
 1976.1!                    *    +            !!           0. . .            !
 1976.2!                   * +                !!            .0. .            !
 1976.3!              *     +                 !!           0. . .            !
 1976.4!                 +   *                !!            . . 0            !
 1977.1!                     +   *            !!            . . 0            !
 1977.2!                 *     +              !!          0 . . .            !
 1977.3!             *   +                    !!           0. . .            !
 1977.4!              +  *                    !!            . . 0            !
 1978.1!            *    +                    !!           0. . .            !
 1978.2!           *  +                       !!            0 . .            !
 1978.3!             +*                       !!            . .0.            !
 1978.4!             * +                      !!            .0. .            !
 1979.1!               +  *                   !!            . . 0            !
 1979.2!             *    +                   !!           0. . .            !
 1979.3!               +     *                !!            . . . 0          !
 1979.4!                    + *               !!            . .0.            !
 1980.1!                    *+                !!            .0. .            !
 1980.2!               *   +                  !!           0. . .            !
 1980.3!              * +                     !!            .0. .            !
 1980.4!                +  *                  !!            . . 0            !
 1981.1!                     +                !!            . 0 .            !
 1981.2!              *        +              !!         0  . . .            !
 1981.3!                  +                   !!            . 0 .            !
 1981.4!                  * +                 !!            .0. .            !
 1982.1!                    +                 !!            . 0 .            !
 1982.2!                 *   +                !!            0 . .            !
 1982.3!                 *  +                 !!            .0. .            !
 1982.4!               *   +                  !!            0 . .            !
 1983.1!                  + *                 !!            . .0.            !
 1983.2!                     *+               !!            .0. .            !
 1983.3!                      +*              !!            . 0 .            !
 1983.4!                     *  +             !!            0 . .            !
 1984.1!                      +   *           !!            . . 0            !
 1984.2!                     *    +           !!           0. . .            !
 1984.3!                      *+              !!            .0. .            !
 1984.4!                     *  +             !!            .0. .            !
 1985.1!                       +*             !!            . .0.            !
 1985.2!                       * +            !!            .0. .            !
 1985.3!                     * +              !!            .0. .            !
 1985.4!                     +                !!            . 0 .            !
 1986.1!                     +                !!            . 0 .            !
 1986.2!                    +  *              !!            . .0.            !
 1986.3!                     *+               !!            .0. .            !
 1986.4!                     +*               !!            . .0.            !
 1987.1!                      +     *         !!            . . .0           !
 1987.2!                          + *         !!            . .0.            !
 1987.3!                           +*         !!            . .0.            !
 1987.4!                      *   +           !!           0. . .            !
 1988.1!                     +*               !!            . 0 .            !
 1988.2!                      +*              !!            . .0.            !
 1988.3!                    *  +              !!            0 . .            !
 1988.4!                    +*                !!            . .0.            !
 1989.1!                     +                !!            . 0 .            !
 1989.2!                     + *              !!            . .0.            !
 1989.3!                      +               !!            . 0 .            !
 1989.4!                     +*               !!            . 0 .            !
 1990.1!                     +  *             !!            . . 0            !
 1990.2!                       +*             !!            . 0 .            !
 1990.3!                       +*             !!            . .0.            !
 1990.4!                        +             !!            . 0 .            !
 1991.1!                        + *           !!            . . 0            !
 1991.2!                      *   +           !!            0 . .            !
 1991.3!                       +*             !!            . 0 .            !
 1991.4!                     *  +             !!            .0. .            !
 1992.1!                      +  *            !!            . . 0            !
 1992.2!                        +  *          !!            . .0.            !
 1992.3!                        *+            !!            .0. .            !
 1992.4!                      * +             !!            .0. .            !
 1993.1!                       + *            !!            . .0.            !
 1993.2!                         +*           !!            . 0 .            !
 1993.3!                        * +           !!            .0. .            !
 1993.4!                         +            !!            . 0 .            !
 1994.1!                          + *         !!            . .0.            !
 1994.2!                           +          !!            . 0 .            !
 1994.3!                          + *         !!            . .0.            !
 1994.4!                            +         !!            . 0 .            !
 1995.1!                           + *        !!            . .0.            !
 1995.2!                            + *       !!            . .0.            !
 1995.3!                             +*       !!            . .0.            !
 1995.4!                             +*       !!            . 0 .            !
 1996.1!                             + *      !!            . .0.            !
 1996.2!                             +*       !!            . 0 .            !
 1996.3!                             +*       !!            . .0.            !
 1996.4!                             +        !!            . 0 .            !
 1997.1!                            +*        !!            . .0.            !
 1997.2!                            +         !!            . 0 .            !
 1997.3!                           + *        !!            . .0.            !
 1997.4!                            + *       !!            . .0.            !
 1998.1!                             +    *   !!            . . .0           !
 1998.2!                                +     !!            . 0 .            !
 1998.3!                              +   *   !!            . . 0            !
 1998.4!                               +  *   !!            . . 0            !
 1999.1!                                +*    !!            . .0.            !
 1999.2!                               +  *   !!            . . 0            !
 1999.3!                                + *   !!            . .0.            !
 1999.4!                                 + *  !!            . .0.            !
 2000.1!                                 +  * !!            . . 0            !
 2000.2!                                  + * !!            . .0.            !
 2000.3!                                  +*  !!            . 0 .            !
 2000.4!                                  + * !!            . .0.            !
 2001.1!                                 +   *!!            . . 0            !
 2001.2!                                  *+  !!            . 0 .            !
 2001.3!                                +*    !!            . .0.            !
 2001.4!                               +*     !!            . .0.            !
 2002.1!                               +   *  !!            . . 0            !
 2002.2!                                +     !!            . 0 .            !
 2002.3!                              +*      !!            . 0 .            !
 2002.4!                             + *      !!            . .0.            !
 2003.1!                              +  *    !!            . . 0            !
 2003.2!                               +*     !!            . .0.            !
 2003.3!                               +      !!            . 0 .            !
 2003.4!                              +*      !!            . .0.            !
 2004.1!                              +     * !!            . . .0           !
 2004.2!                                  +*  !!            . .0.            !
 2004.3!                                 +*   !!            . .0.            !
 2004.4!                                *+    !!            . 0 .            !
 2005.1!                               + *    !!            . .0.            !
 2005.2!                                +  *  !!            . .0.            !
 2005.3!                                 *+   !!            .0. .            !
 2005.4!                                +*    !!            . 0 .            !
 2006.1!                                *+    !!            . 0 .            !
 2006.2!                                +     !!            . 0 .            !
 2006.3!                              * +     !!            .0. .            !
 2006.4!                              +*      !!            . .0.            !
 2007.1!                                +     !!            . 0 .            !
 2007.2!                              * +     !!            .0. .            !
 2007.3!                              *+      !!            .0. .            !
 2007.4!                              *+      !!            .0. .            !
 2008.1!                              *+      !!            .0. .            !
 2008.2!                             * +      !!            .0. .            !
 2008.3!                              *+      !!            . 0 .            !
 2008.4!                               +      !!            . 0 .            !
 2009.1!                                +*    !!            . .0.            !
 2009.2!                               * +    !!            .0. .            !
 2009.3!                                +     !!            . 0 .            !
 2009.4!                              *  +    !!            0 . .            !
 2010.1!                             * +      !!            .0. .            !
 2010.2!                              *+      !!            . 0 .            !
 2010.3!                               *+     !!            .0. .            !
 2010.4!                                 +*   !!            . .0.            !
 2011.1!                                  *+  !!            .0. .            !
 2011.2!                                  *+  !!            .0. .            !
 2011.3!                                    + *!            . .0.            !
 2011.4!                                   *  +!            0 . .            !
 2012.1!                                    +*!!            . .0.            !
 2012.2!                                      +!            . 0 .            !
 2012.3!                                     *+!            . 0 .            !
 2012.4!                                  *   +!            0 . .            !


     19.19 percent of the residuals exceed 1 SE
      3.49 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOIS=POPX$Q/ISPMM;                                                     
 GENR LAAPOIS=LOG(AAPOIS+.00001);                                             
 GENR LAPOIS=LOG(APOIS+.00001);                                               
 LHS AAPOIS=EXP(LAAPOIS)-.00001;                                              
  EQ 2529 LAAPOIS C LAPOIS(-1) PPOIS;                                         
EQUATION 1426  LAAPOIS  
   RHS     C  LAPOIS(-1)  PPOIS  
 SMPL 1974.4 2012.4;                                                          
Sample period is now  1974.4 to  2012.4 Internally:    92 to   244
 OLS;EST 1426 PLOT=0;END;                                                     

Equation number = 1426
**********************

Dependent variable = LAAPOIS 

 1974.4 -   2012.4,    0 missing obs.,  153 obs. used.

Mean of dependent variable       -6.051670330

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.753998780       0.412029278  -4.25698     1.000000
14687 LAPOIS  ( -1)       0.609804890       0.062888213   9.69665    -6.057740
14685 PPOIS   (  0)      -0.557837343       0.292010915  -1.91033     1.082094

SE of equation            =     0.283055206
Sum of squared residuals  =  12.0180374       0.113024257E-09
Average absolute error    =     0.202145849
Sum of ABS residuals      =  30.9283148    
R squared                 =   0.44718
Durbin-Watson statistic   =   2.22902
SMPL and No. Obs.         = 1974.4   2012.4    153

Plot of actual(*) and fitted(+) values and residuals(0)


 1974.4!         +                     *      !!          .   .   .         0!
 1975.1!                *          +          !!       0  .   .   .          !
 1975.2!                  +        *          !!          .   .   . 0        !
 1975.3!                  *     +             !!          0   .   .          !
 1975.4!              *    +                  !!          .0  .   .          !
 1976.1!                +*                    !!          .   .0  .          !
 1976.2!  *               +                   !!    0     .   .   .          !
 1976.3!         +        *                   !!          .   .   . 0        !
 1976.4!                   +    *             !!          .   .   0          !
 1977.1!                      + *             !!          .   . 0 .          !
 1977.2! *                    +               !!0         .   .   .          !
 1977.3! *       +                            !!         0.   .   .          !
 1977.4!         +            *               !!          .   .   .    0     !
 1978.1*                      +               !0          .   .   .          !
 1978.2!        +           *                 !!          .   .   .   0      !
 1978.3!                  *  +                !!          . 0 .   .          !
 1978.4!                  * +                 !!          .  0.   .          !
 1979.1!                    +  *              !!          .   . 0 .          !
 1979.2!                      +    *          !!          .   .  0.          !
 1979.3!                      *   +           !!          . 0 .   .          !
 1979.4!                      +    *          !!          .   .  0.          !
 1980.1!                  *       +           !!         0.   .   .          !
 1980.2!                    +*                !!          .   0   .          !
 1980.3!                      +               !!          .   0   .          !
 1980.4!                      +               !!          .   0   .          !
 1981.1!        *             +               !!     0    .   .   .          !
 1981.2!             +                        !!          .   0   .          !
 1981.3!               +*                     !!          .   0   .          !
 1981.4!              *  +                    !!          . 0 .   .          !
 1982.1!           *    +                     !!          .0  .   .          !
 1982.2!          *   +                       !!          .0  .   .          !
 1982.3!              +  *                    !!          .   . 0 .          !
 1982.4!              *   +                   !!          . 0 .   .          !
 1983.1!      *         +                     !!        0 .   .   .          !
 1983.2!   *       +                          !!         0.   .   .          !
 1983.3!         +                            !!          .   0   .          !
 1983.4!    *       +                         !!         0.   .   .          !
 1984.1!         +                            !!          .   0   .          !
 1984.2!            +*                        !!          .   .0  .          !
 1984.3!              +   *                   !!          .   .  0.          !
 1984.4!                 +*                   !!          .   .0  .          !
 1985.1!         *      +                     !!         0.   .   .          !
 1985.2!           +  *                       !!          .   . 0 .          !
 1985.3!          *    +                      !!          .0  .   .          !
 1985.4!           * +                        !!          . 0 .   .          !
 1986.1!             +        *               !!          .   .   . 0        !
 1986.2!             *      +                 !!         0.   .   .          !
 1986.3!               +                      !!          .  0.   .          !
 1986.4!                +           *         !!          .   .   .  0       !
 1987.1!                      *  +            !!          . 0 .   .          !
 1987.2!                 *    +               !!          .0  .   .          !
 1987.3!                   +   *              !!          .   .  0.          !
 1987.4!                     * +              !!          .  0.   .          !
 1988.1!                      +               !!          .   0   .          !
 1988.2!                      +  *            !!          .   . 0 .          !
 1988.3!                   *   +              !!          .0  .   .          !
 1988.4!                    +    *            !!          .   .   0          !
 1989.1!                       +              !!          .  0.   .          !
 1989.2!                     +  *             !!          .   . 0 .          !
 1989.3!                      +*              !!          .   .0  .          !
 1989.4!                      +*              !!          .   0   .          !
 1990.1!                      +     *         !!          .   .   0          !
 1990.2!                          +*          !!          .   0   .          !
 1990.3!                         +   *        !!          .   .  0.          !
 1990.4!                           +    *     !!          .   .  0.          !
 1991.1!                        *    +        !!          .0  .   .          !
 1991.2!                       +     *        !!          .   .   0          !
 1991.3!                          +  *        !!          .   . 0 .          !
 1991.4!                           +      *   !!          .   .   .0         !
 1992.1!                             + *      !!          .   .0  .          !
 1992.2!                            +*        !!          .   .0  .          !
 1992.3!                           +   *      !!          .   . 0 .          !
 1992.4!                            +         !!          .   0   .          !
 1993.1!                          +*          !!          .   .0  .          !
 1993.2!                         + *          !!          .   .0  .          !
 1993.3!                        +       *     !!          .   .   .0         !
 1993.4!                            +     *   !!          .   .   0          !
 1994.1!                             +*       !!          .   .0  .          !
 1994.2!                           +          !!          .   0   .          !
 1994.3!                         +           *!!          .   .   .   0      !
 1994.4!                                +     !!          .   0   .          !
 1995.1!                             +        *!          .   .   . 0        !
 1995.2!                                + *   !!          .   .0  .          !
 1995.3!                              +   *   !!          .   .  0.          !
 1995.4!                              +      *!!          .   .   .0         !
 1996.1!                               +      *!          .   .   0          !
 1996.2!                                +     !!          .   0   .          !
 1996.3!                            +   *     !!          .   .  0.          !
 1996.4!                             +   *    !!          .   .  0.          !
 1997.1!                             +    *   !!          .   .   0          !
 1997.2!                             +    *   !!          .   .  0.          !
 1997.3!                             +*       !!          .   .0  .          !
 1997.4!                           + *        !!          .   . 0 .          !
 1998.1!                          +         * !!          .   .   .  0       !
 1998.2!                              +       !!          .   0   .          !
 1998.3!                           + *        !!          .   . 0 .          !
 1998.4!                           +          !!          .   0   .          !
 1999.1!                         +*           !!          .   .0  .          !
 1999.2!                       *+             !!          .   0   .          !
 1999.3!                      +  *            !!          .   . 0 .          !
 1999.4!                       +  *           !!          .   . 0 .          !
 2000.1!                        + *           !!          .   .0  .          !
 2000.2!                       +              !!          .   0   .          !
 2000.3!                   * +                !!          . 0 .   .          !
 2000.4!                   +                  !!          .   0   .          !
 2001.1!                   + *                !!          .   .0  .          !
 2001.2!                   *+                 !!          .   0   .          !
 2001.3!                   + *                !!          .   . 0 .          !
 2001.4!                    + *               !!          .   .0  .          !
 2002.1!                    +   *             !!          .   .  0.          !
 2002.2!                      +               !!          .   0   .          !
 2002.3!                   * +                !!          .  0.   .          !
 2002.4!                 *  +                 !!          . 0 .   .          !
 2003.1!                   +  *               !!          .   . 0 .          !
 2003.2!                    * +               !!          .  0.   .          !
 2003.3!                *    +                !!          0   .   .          !
 2003.4!                   +         *        !!          .   .   .  0       !
 2004.1!                 *         +          !!        0 .   .   .          !
 2004.2!                 *  +                 !!          . 0 .   .          !
 2004.3!              *    +                  !!          0   .   .          !
 2004.4!               *  +                   !!          . 0 .   .          !
 2005.1!                   +                  !!          .   0   .          !
 2005.2!                  *  +                !!          . 0 .   .          !
 2005.3!               *    +                 !!          .0  .   .          !
 2005.4!                * +                   !!          . 0 .   .          !
 2006.1!                   +*                 !!          .   .0  .          !
 2006.2!                      +               !!          .   0   .          !
 2006.3!                 *     +              !!          0   .   .          !
 2006.4!                  * +                 !!          .  0.   .          !
 2007.1!                    +  *              !!          .   . 0 .          !
 2007.2!                        +   *         !!          .   .  0.          !
 2007.3!                        *  +          !!          . 0 .   .          !
 2007.4!                   *     +            !!          0   .   .          !
 2008.1!                     + *              !!          .   .0  .          !
 2008.2!                        +  *          !!          .   . 0 .          !
 2008.3!                  *       +           !!         0.   .   .          !
 2008.4!                *   +                 !!          .0  .   .          !
 2009.1!                *  +                  !!          . 0 .   .          !
 2009.2!                   +*                 !!          .   .0  .          !
 2009.3!                    * +               !!          .  0.   .          !
 2009.4!                     *+               !!          .  0.   .          !
 2010.1!             *        +               !!        0 .   .   .          !
 2010.2!               * +                    !!          .  0.   .          !
 2010.3!                   +                  !!          .   0   .          !
 2010.4!               *     +                !!          0   .   .          !
 2011.1!                *  +                  !!          . 0 .   .          !
 2011.2!                 *  +                 !!          . 0 .   .          !
 2011.3!           *        +                 !!        0 .   .   .          !
 2011.4!             *  +                     !!          . 0 .   .          !
 2012.1!                 +     *              !!          .   .   0          !
 2012.2!                *      +              !!          0   .   .          !
 2012.3!                   + *                !!          .   .0  .          !
 2012.4!                      +*              !!          .   0   .          !


     23.53 percent of the residuals exceed 1 SE
      3.92 percent of the residuals exceed 2 SE
@@EQ 2530 LAASPIS C LASPIS(-1) PSPIS;SMPL 1992.3 2012.4;OLS;EST 2530 PLOT=0;EN
@EQ  2531 LAANZIS C LANZIS(-1) PNZIS;SMPL 1981.2 2012.4;OLS;EST 2531 PLOT=0;EN
@@EQ 2532 LAASAIS C LASAIS(-1) PSAIS;SMPL 2013.1 2012.4;OLS;EST 2532 PLOT=0;EN
@@EQ 2533 LAAVEIS C LAVEIS(-1) PVEIS;SMPL 2013.1 2012.4;OLS;EST 2533 PLOT=0;EN
@EQ  2534 LAACOIS C LACOIS(-1) PCOIS;SMPL 1989.4 2012.4;OLS;EST 2534 PLOT=0;EN
@@EQ 2535 LAAJOIS C LAJOIS(-1) PJOIS;SMPL 1996.3 2012.4;OLS;EST 2535 PLOT=0;EN
@@EQ 2536 LAASYIS C LASYIS(-1) PSYIS;SMPL 2013.1 2012.4;OLS;EST 2536 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDIS=IDPX$Q/ISPMM;                                                     
 GENR LAAIDIS=LOG(AAIDIS+.00001);                                             
 GENR LAIDIS=LOG(AIDIS+.00001);                                               
 LHS AAIDIS=EXP(LAAIDIS)-.00001;                                              
  EQ 2537 LAAIDIS C LAIDIS(-1) PIDIS;                                         
EQUATION 1427  LAAIDIS  
   RHS     C  LAIDIS(-1)  PIDIS  
 SMPL 1976.1 2012.4;                                                          
Sample period is now  1976.1 to  2012.4 Internally:    97 to   244
 OLS;EST 1427 PLOT=0;END;                                                     

Equation number = 1427
**********************

Dependent variable = LAAIDIS 

 1976.1 -   2012.4,    0 missing obs.,  148 obs. used.

Mean of dependent variable       -4.877964792

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.059214687       0.199084806  -0.29743     1.000000
14690 LAIDIS  ( -1)       0.962499070       0.020522477  46.89975    -4.903882
14688 PIDIS   (  0)      -0.091419360       0.172918112  -0.52869     1.080383

SE of equation            =     0.296764614
Sum of squared residuals  =  12.7700393       0.878408457E-12
Average absolute error    =     0.223992120
Sum of ABS residuals      =  33.1508337    
R squared                 =   0.93984
Durbin-Watson statistic   =   2.98259
SMPL and No. Obs.         = 1976.1   2012.4    148

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.1! +                                    !!          .   .0  .          !
 1976.2! *+                                   !!          .  0.   .          !
 1976.3!  +    *                              !!          .   .   .  0       !
 1976.4!      * +                             !!          . 0 .   .          !
 1977.1!       +  *                           !!          .   .   0          !
 1977.2!         *+                           !!          . 0 .   .          !
 1977.3!         +     *                      !!          .   .   .   0      !
 1977.4!           *   +                      !!        0 .   .   .          !
 1978.1!           +      *                   !!          .   .   .     0    !
 1978.2!        *          +                  !0          .   .   .          !
 1978.3!        +*                            !!          .   .0  .          !
 1978.4!         + *                          !!          .   .  0.          !
 1979.1!           *+                         !!          .  0.   .          !
 1979.2!       *   +                          !!        0 .   .   .          !
 1979.3!       + *                            !!          .   . 0 .          !
 1979.4!       * +                            !!          .0  .   .          !
 1980.1!       +*                             !!          .   0   .          !
 1980.2!       *+                             !!          . 0 .   .          !
 1980.3!       *+                             !!          .   0   .          !
 1980.4!    *   +                             !!         0.   .   .          !
 1981.1*     +                                !!      0   .   .   .          !
 1981.2!+   *                                 !!          .   .   .0         !
 1981.3!  *  +                                !!          .0  .   .          !
 1981.4! * +                                  !!          .0  .   .          !
 1982.1!  +                                   !!          .   0   .          !
 1982.2!   +    *                             !!          .   .   .  0       !
 1982.3!         +                            !!          .   0   .          !
 1982.4!         +*                           !!          .   .0  .          !
 1983.1!          *+                          !!          .  0.   .          !
 1983.2!          +  *                        !!          .   .   0          !
 1983.3!        *    +                        !!       0  .   .   .          !
 1983.4!       * +                            !!          .0  .   .          !
 1984.1!       +                              !!          .   0   .          !
 1984.2!    *   +                             !!        0 .   .   .          !
 1984.3!     +                                !!          .   .0  .          !
 1984.4!   *  +                               !!         0.   .   .          !
 1985.1!   + *                                !!          .   . 0 .          !
 1985.2!   *  +                               !!          .0  .   .          !
 1985.3!    +                                 !!          .   0   .          !
 1985.4!     +*                               !!          .   . 0 .          !
 1986.1!      *+                              !!          .  0.   .          !
 1986.2!      *+                              !!          .  0.   .          !
 1986.3!       + *                            !!          .   .  0.          !
 1986.4!         +*                           !!          .   0   .          !
 1987.1!          +*                          !!          .   0   .          !
 1987.2!           +*                         !!          .   .0  .          !
 1987.3!             +*                       !!          .   . 0 .          !
 1987.4!           *   +                      !!        0 .   .   .          !
 1988.1!           +   *                      !!          .   .   .0         !
 1988.2!             * +                      !!          .0  .   .          !
 1988.3!             +                        !!          .   0   .          !
 1988.4!             *+                       !!          . 0 .   .          !
 1989.1!             +      *                 !!          .   .   .     0    !
 1989.2!                 *  +                 !!          0   .   .          !
 1989.3!                * +                   !!          . 0 .   .          !
 1989.4!                +                     !!          .  0.   .          !
 1990.1!                +*                    !!          .   . 0 .          !
 1990.2!               *  +                   !!          .0  .   .          !
 1990.3!               *+                     !!          .  0.   .          !
 1990.4!           *   +                      !!         0.   .   .          !
 1991.1!            +*                        !!          .   .0  .          !
 1991.2!             + *                      !!          .   .  0.          !
 1991.3!                +                     !!          .   .0  .          !
 1991.4!             *   +                    !!         0.   .   .          !
 1992.1!              +*                      !!          .   . 0 .          !
 1992.2!             *  +                     !!          .0  .   .          !
 1992.3!              + *                     !!          .   .  0.          !
 1992.4!              *  +                    !!          0   .   .          !
 1993.1!              +    *                  !!          .   .   . 0        !
 1993.2!                 * +                  !!          . 0 .   .          !
 1993.3!                  + *                 !!          .   .  0.          !
 1993.4!                 *   +                !!         0.   .   .          !
 1994.1!                  + *                 !!          .   .  0.          !
 1994.2!                 *  +                 !!          0   .   .          !
 1994.3!                  +*                  !!          .   . 0 .          !
 1994.4!                   +                  !!          .  0.   .          !
 1995.1!                   +*                 !!          .   . 0 .          !
 1995.2!                   * +                !!          .0  .   .          !
 1995.3!                   +  *               !!          .   .   0          !
 1995.4!                      +               !!          .   0   .          !
 1996.1!                       +  *           !!          .   .   0          !
 1996.2!                     *    +           !!       0  .   .   .          !
 1996.3!                     +*               !!          .   . 0 .          !
 1996.4!                    *  +              !!          0   .   .          !
 1997.1!                    +  *              !!          .   .  0.          !
 1997.2!                      *+              !!          .   0   .          !
 1997.3!                       +*             !!          .   . 0 .          !
 1997.4!                      * +             !!          . 0 .   .          !
 1998.1!                      +   *           !!          .   .   0          !
 1998.2!                        * +           !!          .0  .   .          !
 1998.3!                        + *           !!          .   .   0          !
 1998.4!                          +           !!          .  0.   .          !
 1999.1!                          +           !!          .   .0  .          !
 1999.2!                          +           !!          .  0.   .          !
 1999.3!                          + *         !!          .   .  0.          !
 1999.4!                           *+         !!          .  0.   .          !
 2000.1!                           +          !!          .   0   .          !
 2000.2!                           +          !!          .  0.   .          !
 2000.3!                          *+          !!          .  0.   .          !
 2000.4!                         *+           !!          . 0 .   .          !
 2001.1!                         +            !!          .   0   .          !
 2001.2!                         +            !!          .   0   .          !
 2001.3!                         + *          !!          .   .  0.          !
 2001.4!                         * +          !!          . 0 .   .          !
 2002.1!                          +  *        !!          .   .   0          !
 2002.2!                             +        !!          .   0   .          !
 2002.3!                             + *      !!          .   .  0.          !
 2002.4!                              *+      !!          .  0.   .          !
 2003.1!                              +*      !!          .   .0  .          !
 2003.2!                               +      !!          .   .0  .          !
 2003.3!                               +      !!          .   0   .          !
 2003.4!                             * +      !!          . 0 .   .          !
 2004.1!                             +  *     !!          .   .   0          !
 2004.2!                               *+     !!          . 0 .   .          !
 2004.3!                              +*      !!          .   .0  .          !
 2004.4!                             * +      !!          .0  .   .          !
 2005.1!                             +    *   !!          .   .   . 0        !
 2005.2!                               * +    !!          .0  .   .          !
 2005.3!                               +      !!          .   0   .          !
 2005.4!                             * +      !!          . 0 .   .          !
 2006.1!                             +  *     !!          .   .   0          !
 2006.2!                               *+     !!          .  0.   .          !
 2006.3!                               +      !!          .   0   .          !
 2006.4!                              *+      !!          .  0.   .          !
 2007.1!                              + *     !!          .   .  0.          !
 2007.2!                              *+      !!          .  0.   .          !
 2007.3!                              +*      !!          .   .0  .          !
 2007.4!                              *+      !!          .   0   .          !
 2008.1!                              +       !!          .  0.   .          !
 2008.2!                             +*       !!          .   0   .          !
 2008.3!                              + *     !!          .   .  0.          !
 2008.4!                              * +     !!          .0  .   .          !
 2009.1!                             + *      !!          .   . 0 .          !
 2009.2!                               +  *   !!          .   .   0          !
 2009.3!                                 + *  !!          .   . 0 .          !
 2009.4!                                 *+   !!          .  0.   .          !
 2010.1!                                 + *  !!          .   . 0 .          !
 2010.2!                                  +  *!!          .   .  0.          !
 2010.3!                                 *  + !!          0   .   .          !
 2010.4!                                +   * !!          .   .   .0         !
 2011.1!                                  *+  !!          . 0 .   .          !
 2011.2!                                 + *  !!          .   . 0 .          !
 2011.3!                                  +*  !!          .   .0  .          !
 2011.4!                                  +*  !!          .   . 0 .          !
 2012.1!                                   +* !!          .   . 0 .          !
 2012.2!                                   +  !!          .  0.   .          !
 2012.3!                                  +   *!          .   .   .0         !
 2012.4!                                  *  +!!         0.   .   .          !


     27.03 percent of the residuals exceed 1 SE
      4.73 percent of the residuals exceed 2 SE
@@EQ 2538 LAAMAIS C LAMAIS(-1) PMAIS;SMPL 2013.1 2012.4;OLS;EST 2538 PLOT=0;EN
@@EQ 2539 LAAPAIS C LAPAIS(-1) PPAIS;SMPL 2013.1 2012.4;OLS;EST 2539 PLOT=0;EN
@EQ  2540 LAAPHIS C LAPHIS(-1) PPHIS;SMPL 1974.4 2012.4;OLS;EST 2540 PLOT=0;EN
@EQ  2541 LAATHIS C LATHIS(-1) PTHIS;SMPL 1980.2 2012.4;OLS;EST 2541 PLOT=0;EN
@@EQ 2542 LAACHIS C LACHIS(-1) PCHIS;SMPL 1992.3 2012.4;OLS;EST 2542 PLOT=0;EN
@EQ  2543 LAAARIS C LAARIS(-1) PARIS;SMPL 1966.1 2012.4;OLS;EST 2543 PLOT=0;EN
@EQ  2544 LAABRIS C LABRIS(-1) PBRIS;SMPL 1981.3 2012.4;OLS;EST 2544 PLOT=0;EN
@@EQ 2545 LAACEIS C LACEIS(-1) PCEIS;SMPL 1992.3 2012.4;OLS;EST 2545 PLOT=0;EN
@EQ  2546 LAAMEIS C LAMEIS(-1) PMEIS;SMPL 1975.2 2012.4;OLS;EST 2546 PLOT=0;EN
@@EQ 2547 LAAPEIS C LAPEIS(-1) PPEIS;SMPL 1994.3 2012.4;OLS;EST 2547 PLOT=0;EN
@@EQ 2548 LAATUIS C LATUIS(-1) PTUIS;SMPL 1994.3 2012.4;OLS;EST 2548 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDIS=PDPX$/ISPMM;                                                      
 GENR LAAPDIS=LOG(AAPDIS+.00001);                                             
 GENR LAPDIS=LOG(APDIS+.00001);                                               
 LHS AAPDIS=EXP(LAAPDIS)-.00001;                                              
  EQ 2549 LAAPDIS C LAPDIS(-1) PPDIS;                                         
EQUATION 1428  LAAPDIS  
   RHS     C  LAPDIS(-1)  PPDIS  
 SMPL 1989.4 2012.4;                                                          
Sample period is now  1989.4 to  2012.4 Internally:   152 to   244
 OLS;EST 1428 PLOT=0;END;                                                     

Equation number = 1428
**********************

Dependent variable = LAAPDIS 

 1989.4 -   2012.4,    0 missing obs.,   93 obs. used.

Mean of dependent variable       -6.085054062

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.088215793       0.684474649   0.12888     1.000000
14693 LAPDIS  ( -1)       0.874831444       0.053522252  16.34519    -6.093177
14691 PPDIS   (  0)      -0.806365005       0.743926542  -1.08393     1.045144

SE of equation            =     0.393070580
Sum of squared residuals  =  13.9054033      -0.341504602E-11
Average absolute error    =     0.273334050
Sum of ABS residuals      =  25.4200666    
R squared                 =   0.80494
Durbin-Watson statistic   =   2.65718
SMPL and No. Obs.         = 1989.4   2012.4     93

Plot of actual(*) and fitted(+) values and residuals(0)


 1989.4!                     +                !!          .   .0  .          !
 1990.1!                  *  +                !!          .0  .   .          !
 1990.2!                  +    *              !!          .   .   .0         !
 1990.3!                       +              !!          .   0   .          !
 1990.4!                    *  +              !!          .0  .   .          !
 1991.1!                    +     *           !!          .   .   . 0        !
 1991.2!                         +  *         !!          .   .  0.          !
 1991.3!                      *   +           !!          0   .   .          !
 1991.4!                   *  +               !!          . 0 .   .          !
 1992.1!           *       +                  !!      0   .   .   .          !
 1992.2!            +   *                     !!          .   .   0          !
 1992.3!           *     +                    !!        0 .   .   .          !
 1992.4!    *       +                         !!      0   .   .   .          !
 1993.1!     +         *                      !!          .   .   .    0     !
 1993.2*               +                      !0          .   .   .          !
 1993.3! +   *                                !!          .   .  0.          !
 1993.4!   *  +                               !!          . 0 .   .          !
 1994.1!     +                                !!          .   0   .          !
 1994.2!      +  *                            !!          .   . 0 .          !
 1994.3!    *     +                           !!         0.   .   .          !
 1994.4!      +       *                       !!          .   .   .   0      !
 1995.1!         *     +                      !!         0.   .   .          !
 1995.2!   *       +                          !!       0  .   .   .          !
 1995.3!     +                                !!          .   0   .          !
 1995.4!       +   *                          !!          .   .   0          !
 1996.1!     *      +                         !!        0 .   .   .          !
 1996.2!  *    +                              !!          0   .   .          !
 1996.3!   *+                                 !!          . 0 .   .          !
 1996.4!  *  +                                !!          . 0 .   .          !
 1997.1!   *+                                 !!          .  0.   .          !
 1997.2!     +*                               !!          .   .0  .          !
 1997.3!    *  +                              !!          . 0 .   .          !
 1997.4!     + *                              !!          .   . 0 .          !
 1998.1!        +                             !!          .   0   .          !
 1998.2!       * +                            !!          . 0 .   .          !
 1998.3!     *  +                             !!          .0  .   .          !
 1998.4!      +      *                        !!          .   .   . 0        !
 1999.1!          *  +                        !!          .0  .   .          !
 1999.2!         *+                           !!          . 0 .   .          !
 1999.3!         +   *                        !!          .   .   0          !
 1999.4!              +                       !!          .   0   .          !
 2000.1!              +          *            !!          .   .   .      0   !
 2000.2!                       +              !!          .   0   .          !
 2000.3!                     + *              !!          .   .0  .          !
 2000.4!                     +   *            !!          .   .  0.          !
 2001.1!            *          +              !!    0     .   .   .          !
 2001.2!            +  *                      !!          .   .  0.          !
 2001.3!              +*                      !!          .   0   .          !
 2001.4!              +                       !!          .   0   .          !
 2002.1!             +  *                     !!          .   . 0 .          !
 2002.2!              *+                      !!          .  0.   .          !
 2002.3!              +*                      !!          .   0   .          !
 2002.4!              +  *                    !!          .   . 0 .          !
 2003.1!             *   +                    !!          0   .   .          !
 2003.2!              +                       !!          .   0   .          !
 2003.3!               +                      !!          .   0   .          !
 2003.4!               +                      !!          .  0.   .          !
 2004.1!               +    *                 !!          .   .   .0         !
 2004.2!                    +                 !!          .   0   .          !
 2004.3!                 *  +                 !!          .0  .   .          !
 2004.4!                  +                   !!          .   .0  .          !
 2005.1!                   +  *               !!          .   .  0.          !
 2005.2!                    * +               !!          . 0 .   .          !
 2005.3!                    +                 !!          .   0   .          !
 2005.4!                    +*                !!          .   .0  .          !
 2006.1!                     +*               !!          .   0   .          !
 2006.2!                     *+               !!          .  0.   .          !
 2006.3!                     +   *            !!          .   .   0          !
 2006.4!                         +   *        !!          .   .  0.          !
 2007.1!                         *  +         !!          .0  .   .          !
 2007.2!                        +*            !!          .   0   .          !
 2007.3!                         +            !!          .   0   .          !
 2007.4!                         +*           !!          .   .0  .          !
 2008.1!                         *+           !!          .  0.   .          !
 2008.2!                         +     *      !!          .   .   . 0        !
 2008.3!                              *+      !!          .  0.   .          !
 2008.4!                             +        !!          .   0   .          !
 2009.1!                            + *       !!          .   . 0 .          !
 2009.2!                             +  *     !!          .   . 0 .          !
 2009.3!                               +*     !!          .   .0  .          !
 2009.4!                               +      *!          .   .   .  0       !
 2010.1!                                *   + !!          0   .   .          !
 2010.2!                              +*      !!          .   0   .          !
 2010.3!                              +       !!          .   .0  .          !
 2010.4!                             +        !!          .  0.   .          !
 2011.1!                            + *       !!          .   . 0 .          !
 2011.2!                             +        !!          .   0   .          !
 2011.3!                             +*       !!          .   .0  .          !
 2011.4!                             +        !!          .   0   .          !
 2012.1!                            +  *      !!          .   .  0.          !
 2012.2!                             *+       !!          .  0.   .          !
 2012.3!                            +  *      !!          .   .  0.          !
 2012.4!                              +       !!          .   0   .          !


     23.66 percent of the residuals exceed 1 SE
      4.30 percent of the residuals exceed 2 SE
@@EQ 2550 LAARUIS C LARUIS(-1) PRUIS;SMPL 1992.3 2012.4;OLS;EST 2550 PLOT=0;EN
@@EQ 2551 LAAUEIS C LAUEIS(-1) PUEIS;SMPL 1995.3 2012.4;OLS;EST 2551 PLOT=0;EN
@EQ  2552 LAAEGIS C LAEGIS(-1) PEGIS;SMPL 1984.4 2012.4;OLS;EST 2552 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKEIS=KEPX$/ISPMM;                                                      
 GENR LAAKEIS=LOG(AAKEIS+.00001);                                             
 GENR LAKEIS=LOG(AKEIS+.00001);                                               
 LHS AAKEIS=EXP(LAAKEIS)-.00001;                                              
  EQ 2553 LAAKEIS C LAKEIS(-1) PKEIS;                                         
EQUATION 1429  LAAKEIS  
   RHS     C  LAKEIS(-1)  PKEIS  
 SMPL 1985.2 2012.4;                                                          
Sample period is now  1985.2 to  2012.4 Internally:   134 to   244
 OLS;EST 1429 PLOT=0;END;                                                     

Equation number = 1429
**********************

Dependent variable = LAAKEIS 

 1985.2 -   2012.4,    0 missing obs.,  111 obs. used.

Mean of dependent variable       -7.735967804

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.914969440       0.686397758  -4.24676     1.000000
14696 LAKEIS  ( -1)       0.598883997       0.075872594   7.89328    -7.739916
14694 PKEIS   (  0)      -0.175103939       0.389362370  -0.44972     1.060435

SE of equation            =     0.294992419
Sum of squared residuals  =  9.39821693       0.845048476E-10
Average absolute error    =     0.220420200
Sum of ABS residuals      =  24.4666422    
R squared                 =   0.37104
Durbin-Watson statistic   =   2.15000
SMPL and No. Obs.         = 1985.2   2012.4    111

Plot of actual(*) and fitted(+) values and residuals(0)


 1985.2!     *    +                           !!          0   .   .          !
 1985.3!       * +                            !!          . 0 .   .          !
 1985.4!       *  +                           !!          .0  .   .          !
 1986.1!         *+                           !!          .  0.   .          !
 1986.2!           *+                         !!          .  0.   .          !
 1986.3!           *+                         !!          .  0.   .          !
 1986.4!        *    +                        !!          0   .   .          !
 1987.1!*          +                          !!     0    .   .   .          !
 1987.2!      +  *                            !!          .   . 0 .          !
 1987.3!            +    *                    !!          .   .   0          !
 1987.4!                 + *                  !!          .   . 0 .          !
 1988.1!             *    +                   !!          0   .   .          !
 1988.2!              +*                      !!          .   .0  .          !
 1988.3!                +                     !!          .   0   .          !
 1988.4!                +  *                  !!          .   .  0.          !
 1989.1!               *  +                   !!          . 0 .   .          !
 1989.2!               +                      !!          .   0   .          !
 1989.3!            *  +                      !!          .0  .   .          !
 1989.4!              +*                      !!          .   .0  .          !
 1990.1!               +*                     !!          .   0   .          !
 1990.2!                +     *               !!          .   .   .0         !
 1990.3!                    +                 *!          .   .   .          0
 1990.4!                            *+        !!          .  0.   .          !
 1991.1!                       +    *         !!          .   .  0.          !
 1991.2!                      *+              !!          .  0.   .          !
 1991.3!                    +    *            !!          .   .   0          !
 1991.4!                     +  *             !!          .   . 0 .          !
 1992.1!                     +    *           !!          .   .   0          !
 1992.2!                      +*              !!          .   .0  .          !
 1992.3!                    +  *              !!          .   . 0 .          !
 1992.4!                    +  *              !!          .   . 0 .          !
 1993.1!                    +*                !!          .   .0  .          !
 1993.2!                  *+                  !!          .  0.   .          !
 1993.3!                 +   *                !!          .   .  0.          !
 1993.4!                   + *                !!          .   . 0 .          !
 1994.1!                *  +                  !!          . 0 .   .          !
 1994.2!                +    *                !!          .   .   0          !
 1994.3!         *         +                  !!      0   .   .   .          !
 1994.4!           *+                         !!          .  0.   .          !
 1995.1*             +                        !!   0      .   .   .          !
 1995.2!      +     *                         !!          .   .   .0         !
 1995.3!              +*                      !!          .   .0  .          !
 1995.4!                +   *                 !!          .   .  0.          !
 1996.1!                * +                   !!          . 0 .   .          !
 1996.2!            *   +                     !!          .0  .   .          !
 1996.3!              +     *                 !!          .   .   .0         !
 1996.4!                   +                  !!          .   0   .          !
 1997.1!                  + *                 !!          .   . 0 .          !
 1997.2!              *   +                   !!          0   .   .          !
 1997.3!               +       *              !!          .   .   . 0        !
 1997.4!                 *  +                 !!          . 0 .   .          !
 1998.1!                 +*                   !!          .   .0  .          !
 1998.2!                 +   *                !!          .   .  0.          !
 1998.3!                   + *                !!          .   .0  .          !
 1998.4!                 * +                  !!          .  0.   .          !
 1999.1!                 +   *                !!          .   .   0          !
 1999.2!               *   +                  !!          .0  .   .          !
 1999.3!                +      *              !!          .   .   . 0        !
 1999.4!                    + *               !!          .   .0  .          !
 2000.1!                 * +                  !!          .  0.   .          !
 2000.2!                 +                    !!          .   .0  .          !
 2000.3!                 +                    !!          .   0   .          !
 2000.4!                +                     !!          .   0   .          !
 2001.1!               *+                     !!          .  0.   .          !
 2001.2!               + *                    !!          .   .0  .          !
 2001.3!                +*                    !!          .   0   .          !
 2001.4!                +    *                !!          .   .   0          !
 2002.1!                 * +                  !!          .  0.   .          !
 2002.2!                 +                    !!          .   0   .          !
 2002.3!                +     *               !!          .   .   .0         !
 2002.4!                  *+                  !!          .  0.   .          !
 2003.1!            *    +                    !!         0.   .   .          !
 2003.2!             +         *              !!          .   .   .  0       !
 2003.3!                    +  *              !!          .   . 0 .          !
 2003.4!                   *+                 !!          .  0.   .          !
 2004.1!             *    +                   !!          0   .   .          !
 2004.2!      *       +                       !!        0 .   .   .          !
 2004.3!          +*                          !!          .   .0  .          !
 2004.4!            *+                        !!          .  0.   .          !
 2005.1!              +                       !!          .   0   .          !
 2005.2!               +    *                 !!          .   .   0          !
 2005.3!                   +                  !!          .   0   .          !
 2005.4!                 *+                   !!          .  0.   .          !
 2006.1!                *+                    !!          .  0.   .          !
 2006.2!              * +                     !!          . 0 .   .          !
 2006.3!           *   +                      !!          .0  .   .          !
 2006.4!             +    *                   !!          .   .   0          !
 2007.1!                 +                    !!          .   0   .          !
 2007.2!                 +  *                 !!          .   . 0 .          !
 2007.3!          *        +                  !!       0  .   .   .          !
 2007.4!             +                        !!          .   .0  .          !
 2008.1!     *         +                      !!      0   .   .   .          !
 2008.2!          +      *                    !!          .   .   .0         !
 2008.3!               * +                    !!          .  0.   .          !
 2008.4!                +   *                 !!          .   .   0          !
 2009.1!                  *+                  !!          .  0.   .          !
 2009.2!               * +                    !!          . 0 .   .          !
 2009.3!                +        *            !!          .   .   .   0      !
 2009.4!                     *+               !!          .  0.   .          !
 2010.1!          *        +                  !!      0   .   .   .          !
 2010.2!       *     +                        !!         0.   .   .          !
 2010.3!           +      *                   !!          .   .   .0         !
 2010.4!               * +                    !!          . 0 .   .          !
 2011.1!        *       +                     !!        0 .   .   .          !
 2011.2!     *      +                         !!        0 .   .   .          !
 2011.3!          +   *                       !!          .   .   0          !
 2011.4!         *     +                      !!         0.   .   .          !
 2012.1!         *  +                         !!          . 0 .   .          !
 2012.2!        *   +                         !!          0   .   .          !
 2012.3!           +     *                    !!          .   .   0          !
 2012.4!              *  +                    !!          . 0 .   .          !


     27.03 percent of the residuals exceed 1 SE
      3.60 percent of the residuals exceed 2 SE
@@EQ 2554 LAABAIS C LABAIS(-1) PBAIS;SMPL 2013.1 2012.4;OLS;EST 2554 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKIS=HKPX$/ISPMM;                                                      
 GENR LAAHKIS=LOG(AAHKIS+.00001);                                             
 GENR LAHKIS=LOG(AHKIS+.00001);                                               
 LHS AAHKIS=EXP(LAAHKIS)-.00001;                                              
  EQ 2555 LAAHKIS C LAHKIS(-1) PHKIS;                                         
EQUATION 1430  LAAHKIS  
   RHS     C  LAHKIS(-1)  PHKIS  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1430 PLOT=0;END;                                                     

Equation number = 1430
**********************

Dependent variable = LAAHKIS 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.486835925

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.351445244       0.111791087  -3.14377     1.000000
14699 LAHKIS  ( -1)       0.876708843       0.031778252  27.58833    -4.499074
14697 PHKIS   (  0)      -0.130693944       0.044815485  -2.91627     1.461525

SE of equation            =     0.222567547
Sum of squared residuals  =  9.16421789       0.152406976E-10
Average absolute error    =     0.147702283
Sum of ABS residuals      =  27.7680292    
R squared                 =   0.89524
Durbin-Watson statistic   =   2.29108
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     +*                               !!            . 0 .            !
 1966.2!       +                              !!            . 0 .            !
 1966.3!     *  +                             !!            0 . .            !
 1966.4!     *+                               !!            .0. .            !
 1967.1!      +                 *             !!            . . .            0
 1967.2!                     * +              !!            .0. .            !
 1967.3!                    +  *              !!            . . 0            !
 1967.4!                     +                !!            . 0 .            !
 1968.1!                *   +                 !!          0 . . .            !
 1968.2!               +                      !!            . 0 .            !
 1968.3!              +   *                   !!            . . .0           !
 1968.4!                 +                    !!            .0. .            !
 1969.1!             *  +                     !!            0 . .            !
 1969.2!             +      *                 !!            . . .   0        !
 1969.3!                   + *                !!            . . 0            !
 1969.4!                 *  +                 !!           0. . .            !
 1970.1!              * +                     !!            .0. .            !
 1970.2!              +*                      !!            . .0.            !
 1970.3!              +  *                    !!            . . 0            !
 1970.4!                + *                   !!            . .0.            !
 1971.1!               * +                    !!            .0. .            !
 1971.2!               +     *                !!            . . .  0         !
 1971.3!                *   +                 !!           0. . .            !
 1971.4!                +                     !!            . 0 .            !
 1972.1!               +     *                !!            . . .  0         !
 1972.2!                    +*                !!            . .0.            !
 1972.3!                  *+                  !!            .0. .            !
 1972.4!                 +   *                !!            . . .0           !
 1973.1!    *              +                  !! 0          . . .            !
 1973.2*    +                                 !!          0 . . .            !
 1973.3!+     *                               !!            . . .  0         !
 1973.4!      +                               !!            . 0 .            !
 1974.1!      + *                             !!            . . 0            !
 1974.2!       +                              !!            . 0 .            !
 1974.3!      +*                              !!            . 0 .            !
 1974.4!   *   +                              !!           0. . .            !
 1975.1!     +       *                        !!            . . .   0        !
 1975.2!           *  +                       !!            0 . .            !
 1975.3!          *  +                        !!           0. . .            !
 1975.4!        *  +                          !!           0. . .            !
 1976.1!         +   *                        !!            . . .0           !
 1976.2!            * +                       !!            0 . .            !
 1976.3!          *  +                        !!            0 . .            !
 1976.4!         *  +                         !!            0 . .            !
 1977.1!          +  *                        !!            . . 0            !
 1977.2!            * +                       !!            .0. .            !
 1977.3!             +*                       !!            . .0.            !
 1977.4!           *   +                      !!          0 . . .            !
 1978.1!            +*                        !!            . .0.            !
 1978.2!              +  *                    !!            . . .0           !
 1978.3!              *   +                   !!           0. . .            !
 1978.4!               +  *                   !!            . . .0           !
 1979.1!                   +                  !!            . 0 .            !
 1979.2!                  *+                  !!            .0. .            !
 1979.3!                *  +                  !!           0. . .            !
 1979.4!               * +                    !!            0 . .            !
 1980.1!               *+                     !!            .0. .            !
 1980.2!             *  +                     !!            0 . .            !
 1980.3!              + *                     !!            . .0.            !
 1980.4!                 +                    !!            . 0 .            !
 1981.1!                  +                   !!            . 0 .            !
 1981.2!                   +*                 !!            . .0.            !
 1981.3!                     +  *             !!            . . .0           !
 1981.4!                    *   +             !!           0. . .            !
 1982.1!                     +                !!            . 0 .            !
 1982.2!               *     +                !!         0  . . .            !
 1982.3!                + *                   !!            . . 0            !
 1982.4!                  *+                  !!            .0. .            !
 1983.1!               *  +                   !!           0. . .            !
 1983.2!                + *                   !!            . .0.            !
 1983.3!             *     +                  !!         0  . . .            !
 1983.4!              +                       !!            .0. .            !
 1984.1!          *    +                      !!         0  . . .            !
 1984.2!      *    +                          !!          0 . . .            !
 1984.3!       *+                             !!            .0. .            !
 1984.4!    *    +                            !!          0 . . .            !
 1985.1!      +   *                           !!            . . .0           !
 1985.2!      *    +                          !!          0 . . .            !
 1985.3!         +*                           !!            . .0.            !
 1985.4!        *  +                          !!           0. . .            !
 1986.1!          +   *                       !!            . . . 0          !
 1986.2!                +                     !!            . 0 .            !
 1986.3!                 +                    !!            . 0 .            !
 1986.4!                 *+                   !!            .0. .            !
 1987.1!                  +*                  !!            . .0.            !
 1987.2!                  * +                 !!            .0. .            !
 1987.3!                  *+                  !!            .0. .            !
 1987.4!                  *+                  !!            .0. .            !
 1988.1!                   +*                 !!            . .0.            !
 1988.2!                   * +                !!            0 . .            !
 1988.3!                  *+                  !!            .0. .            !
 1988.4!                   +                  !!            . 0 .            !
 1989.1!                    +                 !!            . 0 .            !
 1989.2!                     +  *             !!            . . 0            !
 1989.3!                      * +             !!            0 . .            !
 1989.4!                     *+               !!            .0. .            !
 1990.1!                   *  +               !!            0 . .            !
 1990.2!                    + *               !!            . . 0            !
 1990.3!                     * +              !!            0 . .            !
 1990.4!                     +*               !!            . .0.            !
 1991.1!                    *  +              !!            0 . .            !
 1991.2!                     + *              !!            . . 0            !
 1991.3!                      *+              !!            .0. .            !
 1991.4!                    *  +              !!            0 . .            !
 1992.1!                     +*               !!            . .0.            !
 1992.2!                      + *             !!            . .0.            !
 1992.3!                       *+             !!            .0. .            !
 1992.4!                       +              !!            . 0 .            !
 1993.1!                       + *            !!            . . 0            !
 1993.2!                         +            !!            .0. .            !
 1993.3!                        *+            !!            .0. .            !
 1993.4!                        +*            !!            . .0.            !
 1994.1!                         +*           !!            . .0.            !
 1994.2!                        * +           !!            0 . .            !
 1994.3!                        + *           !!            . . 0            !
 1994.4!                       *  +           !!            0 . .            !
 1995.1!                        + *           !!            . . 0            !
 1995.2!                         *+           !!            .0. .            !
 1995.3!                         +*           !!            . .0.            !
 1995.4!                         *+           !!            .0. .            !
 1996.1!                         +            !!            . 0 .            !
 1996.2!                        *+            !!            .0. .            !
 1996.3!                        *+            !!            . 0 .            !
 1996.4!                        +             !!            . 0 .            !
 1997.1!                        +*            !!            . 0 .            !
 1997.2!                         +            !!            . 0 .            !
 1997.3!                         +            !!            . 0 .            !
 1997.4!                         +*           !!            . .0.            !
 1998.1!                         *+           !!            .0. .            !
 1998.2!                         +*           !!            . .0.            !
 1998.3!                          +           !!            . 0 .            !
 1998.4!                         *+           !!            . 0 .            !
 1999.1!                          +           !!            . 0 .            !
 1999.2!                          +           !!            . 0 .            !
 1999.3!                          +           !!            . 0 .            !
 1999.4!                          +*          !!            . .0.            !
 2000.1!                           + *        !!            . .0.            !
 2000.2!                            +*        !!            . .0.            !
 2000.3!                            *+        !!            .0. .            !
 2000.4!                            +*        !!            . .0.            !
 2001.1!                            +*        !!            . .0.            !
 2001.2!                           *+         !!            .0. .            !
 2001.3!                           +*         !!            . .0.            !
 2001.4!                          *+          !!            .0. .            !
 2002.1!                          + *         !!            . . 0            !
 2002.2!                           *+         !!            . 0 .            !
 2002.3!                           +  *       !!            . . 0            !
 2002.4!                             +        !!            .0. .            !
 2003.1!                             +  *     !!            . . .0           !
 2003.2!                               +*     !!            . .0.            !
 2003.3!                               *+     !!            .0. .            !
 2003.4!                               +*     !!            . .0.            !
 2004.1!                                +     !!            . 0 .            !
 2004.2!                               +*     !!            . 0 .            !
 2004.3!                               +      !!            . 0 .            !
 2004.4!                              *+      !!            . 0 .            !
 2005.1!                              +  *    !!            . . 0            !
 2005.2!                                + *   !!            . .0.            !
 2005.3!                                 +    !!            . 0 .            !
 2005.4!                                 +*   !!            . .0.            !
 2006.1!                                 + *  !!            . .0.            !
 2006.2!                                  +*  !!            . .0.            !
 2006.3!                                   +* !!            . .0.            !
 2006.4!                                   +  !!            . 0 .            !
 2007.1!                                   +* !!            . . 0            !
 2007.2!                                    + !!            . 0 .            !
 2007.3!                                *  +  !!            0 . .            !
 2007.4!                                +   * !!            . . .0           !
 2008.1!                                   + *!!            . . 0            !
 2008.2!                                    + *!            . .0.            !
 2008.3!                                   * +!!            .0. .            !
 2008.4!                                  *+  !!            . 0 .            !
 2009.1!                                  + * !!            . . 0            !
 2009.2!                                  *+  !!            .0. .            !
 2009.3!                                *+    !!            0 . .            !
 2009.4!                               +*     !!            . 0 .            !
 2010.1!                               +*     !!            . .0.            !
 2010.2!                                +     !!            . 0 .            !
 2010.3!                                +*    !!            . .0.            !
 2010.4!                                 +    !!            . 0 .            !
 2011.1!                                 +*   !!            . .0.            !
 2011.2!                                  +*  !!            . .0.            !
 2011.3!                                  +*  !!            . .0.            !
 2011.4!                                   +* !!            . .0.            !
 2012.1!                                   +  !!            . 0 .            !
 2012.2!                                  +*  !!            . .0.            !
 2012.3!                                  +*  !!            . 0 .            !
 2012.4!                                  +   !!            . 0 .            !


     19.68 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIIS=SIPX$/ISPMM;                                                      
 GENR LAASIIS=LOG(AASIIS+.00001);                                             
 GENR LASIIS=LOG(ASIIS+.00001);                                               
 LHS AASIIS=EXP(LAASIIS)-.00001;                                              
  EQ 2556 LAASIIS C LASIIS(-1) PSIIS;                                         
EQUATION 1431  LAASIIS  
   RHS     C  LASIIS(-1)  PSIIS  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST 1431 PLOT=0;END;                                                     

Equation number = 1431
**********************

Dependent variable = LAASIIS 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -5.543931149

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.647991939       0.221058531  -7.45500     1.000000
14702 LASIIS  ( -1)       0.467103904       0.063826624   7.31832    -5.550009
14700 PSIIS   (  0)      -0.904962658       0.122882309  -7.36447     1.440400

SE of equation            =     0.275248706
Sum of squared residuals  =  13.2583238      -0.379039022E-10
Average absolute error    =     0.198286976
Sum of ABS residuals      =  35.2950817    
R squared                 =   0.81937
Durbin-Watson statistic   =   2.22652
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3!          +*                          !!          .   .0  .          !
 1968.4!          +                           !!          .   0   .          !
 1969.1!         + *                          !!          .   . 0 .          !
 1969.2!          +*                          !!          .   .0  .          !
 1969.3!          +*                          !!          .   .0  .          !
 1969.4!          +*                          !!          .   0   .          !
 1970.1!          +   *                       !!          .   .   0          !
 1970.2!            + *                       !!          .   .  0.          !
 1970.3!            + *                       !!          .   .  0.          !
 1970.4!            +*                        !!          .   .0  .          !
 1971.1!            +                         !!          .   0   .          !
 1971.2!         *  +                         !!          .0  .   .          !
 1971.3!         * +                          !!          . 0 .   .          !
 1971.4!        *  +                          !!          .0  .   .          !
 1972.1!           +        *                 !!          .   .   .     0    !
 1972.2!                +  *                  !!          .   .  0.          !
 1972.3!   *            +                     !! 0        .   .   .          !
 1972.4!  *     +                             !!        0 .   .   .          !
 1973.1!        +*                            !!          .   .0  .          !
 1973.2*            +                         !!0         .   .   .          !
 1973.3!       +                              !!          .   0   .          !
 1973.4!          +   *                       !!          .   .   0          !
 1974.1!            *+                        !!          .  0.   .          !
 1974.2!             +*                       !!          .   .0  .          !
 1974.3!          *  +                        !!          .0  .   .          !
 1974.4!          *+                          !!          . 0 .   .          !
 1975.1!    *      +                          !!      0   .   .   .          !
 1975.2!         +    *                       !!          .   .   . 0        !
 1975.3!     *       +                        !!     0    .   .   .          !
 1975.4!         + *                          !!          .   . 0 .          !
 1976.1!          * +                         !!          . 0 .   .          !
 1976.2!          *+                          !!          .  0.   .          !
 1976.3!     *     +                          !!       0  .   .   .          !
 1976.4!         +      *                     !!          .   .   .  0       !
 1977.1!             *+                       !!          .  0.   .          !
 1977.2!             + *                      !!          .   .  0.          !
 1977.3!            * +                       !!          . 0 .   .          !
 1977.4!           * +                        !!          . 0 .   .          !
 1978.1!           * +                        !!          . 0 .   .          !
 1978.2!             +                        !!          .  0.   .          !
 1978.3!     *        +                       !!    0     .   .   .          !
 1978.4!           +    *                     !!          .   .   . 0        !
 1979.1!                +*                    !!          .   .0  .          !
 1979.2!               +                      !!          .   0   .          !
 1979.3!              +                       !!          .   0   .          !
 1979.4!             +   *                    !!          .   .   .0         !
 1980.1!          *  +                        !!          .0  .   .          !
 1980.2!          +       *                   !!          .   .   .    0     !
 1980.3!             +  *                     !!          .   .  0.          !
 1980.4!           *+                         !!          . 0 .   .          !
 1981.1!         +   *                        !!          .   .   0          !
 1981.2!          + *                         !!          .   . 0 .          !
 1981.3!         +   *                        !!          .   .   0          !
 1981.4!        * +                           !!          . 0 .   .          !
 1982.1!       *+                             !!          .  0.   .          !
 1982.2!       *+                             !!          .  0.   .          !
 1982.3!        +*                            !!          .   . 0 .          !
 1982.4!        +     *                       !!          .   .   . 0        !
 1983.1!           +                          !!          .   0   .          !
 1983.2!         +   *                        !!          .   .   0          !
 1983.3!        *  +                          !!          .0  .   .          !
 1983.4!       *+                             !!          . 0 .   .          !
 1984.1!       +    *                         !!          .   .   .0         !
 1984.2!       *  +                           !!          .0  .   .          !
 1984.3!         +  *                         !!          .   .   0          !
 1984.4!        * +                           !!          .0  .   .          !
 1985.1!        +                             !!          .  0.   .          !
 1985.2!         +                            !!          .  0.   .          !
 1985.3!          + *                         !!          .   . 0 .          !
 1985.4!        *   +                         !!         0.   .   .          !
 1986.1!           *+                         !!          .  0.   .          !
 1986.2!                +  *                  !!          .   .   0          !
 1986.3!              *     +                 !!       0  .   .   .          !
 1986.4!                *+                    !!          .  0.   .          !
 1987.1!                   +      *           !!          .   .   .   0      !
 1987.2!               *       +              !!      0   .   .   .          !
 1987.3!              *   +                   !!          0   .   .          !
 1987.4!              *  +                    !!          0   .   .          !
 1988.1!                  +                   !!          .   0   .          !
 1988.2!             *      +                 !!       0  .   .   .          !
 1988.3!             *   +                    !!         0.   .   .          !
 1988.4!                 *+                   !!          .  0.   .          !
 1989.1!               *   +                  !!          0   .   .          !
 1989.2!                * +                   !!          . 0 .   .          !
 1989.3!               *  +                   !!          .0  .   .          !
 1989.4!                * +                   !!          . 0 .   .          !
 1990.1!                *  +                  !!          .0  .   .          !
 1990.2!                   +   *              !!          .   .  0.          !
 1990.3!                     *+               !!          .  0.   .          !
 1990.4!                   +  *               !!          .   .  0.          !
 1991.1!                  *   +               !!          0   .   .          !
 1991.2!                    +  *              !!          .   .   0          !
 1991.3!                      +  *            !!          .   .   0          !
 1991.4!                       +              !!          .   0   .          !
 1992.1!                      + *             !!          .   . 0 .          !
 1992.2!                       +              !!          .   0   .          !
 1992.3!                      *+              !!          .   0   .          !
 1992.4!                      + *             !!          .   . 0 .          !
 1993.1!                   *  +               !!          .0  .   .          !
 1993.2!                    +                 !!          .   0   .          !
 1993.3!                    +   *             !!          .   .   0          !
 1993.4!                      +               !!          .   0   .          !
 1994.1!                     +  *             !!          .   .  0.          !
 1994.2!                       +              !!          .   .0  .          !
 1994.3!                      +  *            !!          .   . 0 .          !
 1994.4!                       +  *           !!          .   .  0.          !
 1995.1!                        +             *!          .   .   .          0
 1995.2!                    *        +        !!    0     .   .   .          !
 1995.3!                      +               !!          .   .0  .          !
 1995.4!                       +              !!          .   .0  .          !
 1996.1!                       +  *           !!          .   .  0.          !
 1996.2!                        +     *       !!          .   .   .  0       !
 1996.3!                          +  *        !!          .   .  0.          !
 1996.4!                      *  +            !!          .0  .   .          !
 1997.1!                      + *             !!          .   . 0 .          !
 1997.2!                     * +              !!          .  0.   .          !
 1997.3!                      +*              !!          .   .0  .          !
 1997.4!                       +*             !!          .   0   .          !
 1998.1!                        +    *        !!          .   .   . 0        !
 1998.2!                        *  +          !!          .0  .   .          !
 1998.3!                         + *          !!          .   . 0 .          !
 1998.4!                         *+           !!          . 0 .   .          !
 1999.1!                         *+           !!          .  0.   .          !
 1999.2!                      *  +            !!          0   .   .          !
 1999.3!                       +              !!          .   0   .          !
 1999.4!                      * +             !!          . 0 .   .          !
 2000.1!                       +*             !!          .   .0  .          !
 2000.2!                        +             !!          .   0   .          !
 2000.3!                       +  *           !!          .   .  0.          !
 2000.4!                        + *           !!          .   . 0 .          !
 2001.1!                         +*           !!          .   . 0 .          !
 2001.2!                         +            !!          .  0.   .          !
 2001.3!                      * +             !!          .0  .   .          !
 2001.4!                       *+             !!          .  0.   .          !
 2002.1!                        +             !!          .   0   .          !
 2002.2!                   *    +             !!        0 .   .   .          !
 2002.3!                    * +               !!          . 0 .   .          !
 2002.4!                     * +              !!          .0  .   .          !
 2003.1!                       *+             !!          .  0.   .          !
 2003.2!                        * +           !!          . 0 .   .          !
 2003.3!                         *+           !!          .  0.   .          !
 2003.4!                       *   +          !!          0   .   .          !
 2004.1!                          *+          !!          .  0.   .          !
 2004.2!                        *   +         !!          0   .   .          !
 2004.3!                          *+          !!          .  0.   .          !
 2004.4!                          * +         !!          . 0 .   .          !
 2005.1!                            +         *!          .   .   .     0    !
 2005.2!                           *      +   !!       0  .   .   .          !
 2005.3!                           *+         !!          .  0.   .          !
 2005.4!                          * +         !!          . 0 .   .          !
 2006.1!                           +          !!          .  0.   .          !
 2006.2!                            +         !!          .   .0  .          !
 2006.3!                             + *      !!          .   . 0 .          !
 2006.4!                              + *     !!          .   . 0 .          !
 2007.1!                               +*     !!          .   .0  .          !
 2007.2!                               +      !!          .   0   .          !
 2007.3!                               +      !!          .   .0  .          !
 2007.4!                               +      !!          .   0   .          !
 2008.1!                              +*      !!          .   0   .          !
 2008.2!                              +  *    !!          .   .  0.          !
 2008.3!                             * +      !!          . 0 .   .          !
 2008.4!                              +      *!!          .   .   .  0       !
 2009.1!                                  +   !!          .   0   .          !
 2009.2!                                +*    !!          .   .0  .          !
 2009.3!                                +  *  !!          .   .  0.          !
 2009.4!                                 + *  !!          .   .  0.          !
 2010.1!                                 + *  !!          .   . 0 .          !
 2010.2!                                + *   !!          .   . 0 .          !
 2010.3!                                +*    !!          .   . 0 .          !
 2010.4!                                + *   !!          .   . 0 .          !
 2011.1!                                +  *  !!          .   .  0.          !
 2011.2!                                +     !!          .   0   .          !
 2011.3!                               +      !!          .   0   .          !
 2011.4!                              +*      !!          .   0   .          !
 2012.1!                              +  *    !!          .   .  0.          !
 2012.2!                              *+      !!          .  0.   .          !
 2012.3!                             *+       !!          .  0.   .          !
 2012.4!                          *   +       !!          0   .   .          !


     20.79 percent of the residuals exceed 1 SE
      6.18 percent of the residuals exceed 2 SE
@@EQ 2557 LAAVIIS C LAVIIS(-1) PVIIS;SMPL 2012.3 2012.4;OLS;EST 2557 PLOT=0;EN
@@EQ 2558 LAANIIS C LANIIS(-1) PNIIS;SMPL 2012.3 2012.4;OLS;EST 2558 PLOT=0;EN
@@EQ 2559 LAAALIS C LAALIS(-1) PALIS;SMPL 2013.1 2012.4;OLS;EST 2559 PLOT=0;EN
@@EQ 2560 LAAIAIS C LAIAIS(-1) PIAIS;SMPL 2008.3 2012.4;OLS;EST 2560 PLOT=0;EN
@@EQ 2561 LAAINIS C LAINIS(-1) PINIS;SMPL 2013.1 2012.4;OLS;EST 2561 PLOT=0;EN
@@EQ 2562 LAAIQIS C LAIQIS(-1) PIQIS;SMPL 2013.1 2012.4;OLS;EST 2562 PLOT=0;EN
@@EQ 2563 LAAKUIS C LAKUIS(-1) PKUIS;SMPL 2013.1 2012.4;OLS;EST 2563 PLOT=0;EN
@@EQ 2564 LAALIIS C LALIIS(-1) PLIIS;SMPL 2013.1 2012.4;OLS;EST 2564 PLOT=0;EN
@@EQ 2565 LAAUAIS C LAUAIS(-1) PUAIS;SMPL 2013.1 2012.4;OLS;EST 2565 PLOT=0;EN
@EQ  2566 LAAUSKE C LAUSKE(-1) PUSKE;SMPL 1966.1 2012.4;OLS;EST 2566 PLOT=0;EN
@@EQ 2567 LAACAKE C LACAKE(-1) PCAKE;SMPL 1998.4 2012.4;OLS;EST 2567 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJAKE=JAPX$/KEPMM;                                                      
 GENR LAAJAKE=LOG(AAJAKE+.00001);                                             
 GENR LAJAKE=LOG(AJAKE+.00001);                                               
 LHS AAJAKE=EXP(LAAJAKE)-.00001;                                              
  EQ 2568 LAAJAKE C LAJAKE(-1) PJAKE;                                         
EQUATION 1432  LAAJAKE  
   RHS     C  LAJAKE(-1)  PJAKE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1432 PLOT=0;END;                                                     

Equation number = 1432
**********************

Dependent variable = LAAJAKE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.870583805

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.356672023       0.114772515  -3.10764     1.000000
14705 LAJAKE  ( -1)       0.845933500       0.038750395  21.83032    -2.872864
14703 PJAKE   (  0)      -0.048973262       0.045764419  -1.07012     1.708268

SE of equation            =     0.204643269
Sum of squared residuals  =  7.74759049       0.212452278E-11
Average absolute error    =     0.154277530
Sum of ABS residuals      =  29.0041757    
R squared                 =   0.74778
Durbin-Watson statistic   =   2.25463
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!       *          +                   !0         .    .    .         !
 1966.2! *        +                           !! 0       .    .    .         !
 1966.3*     +                                !!      0  .    .    .         !
 1966.4!   +*                                 !!         .    .0   .         !
 1967.1!       +   *                          !!         .    .    .0        !
 1967.2!             +                        !!         .    0    .         !
 1967.3!               +  *                   !!         .    .    0         !
 1967.4!                   +*                 !!         .    . 0  .         !
 1968.1!                   * +                !!         . 0  .    .         !
 1968.2!                  *+                  !!         .  0 .    .         !
 1968.3!                   +                  !!         .    0    .         !
 1968.4!                    +*                !!         .    . 0  .         !
 1969.1!                    *+                !!         .  0 .    .         !
 1969.2!                  *  +                !!         . 0  .    .         !
 1969.3!                   +    *             !!         .    .    .0        !
 1969.4!                        + *           !!         .    .  0 .         !
 1970.1!                         *+           !!         .   0.    .         !
 1970.2!                         +   *        !!         .    .    0         !
 1970.3!                            *+        !!         .   0.    .         !
 1970.4!                            + *       !!         .    .   0.         !
 1971.1!                             *+       !!         .   0.    .         !
 1971.2!                             +  *     !!         .    .    0         !
 1971.3!                            *  +      !!         0    .    .         !
 1971.4!                           +          !!         .   0.    .         !
 1972.1!                           +  *       !!         .    .    0         !
 1972.2!                          *   +       !!         0    .    .         !
 1972.3!                          +    *      !!         .    .    . 0       !
 1972.4!                             *+       !!         .  0 .    .         !
 1973.1!                             + *      !!         .    .  0 .         !
 1973.2!                              +      *!!         .    .    .    0    !
 1973.3!                                 *  + !!         0    .    .         !
 1973.4!                                + *   !!         .    .   0.         !
 1974.1!                                 +*   !!         .    . 0  .         !
 1974.2!                               * +    !!         .  0 .    .         !
 1974.3!                              +*      !!         .    .0   .         !
 1974.4!                              +*      !!         .    .0   .         !
 1975.1!                             *+       !!         .   0.    .         !
 1975.2!                             +        !!         .    0    .         !
 1975.3!                            +         !!         .    0    .         !
 1975.4!                            +    *    !!         .    .    . 0       !
 1976.1!                                +    *!!         .    .    . 0       !
 1976.2!                                   +* !!         .    .0   .         !
 1976.3!                                *  +  !!         . 0  .    .         !
 1976.4!                               +   *  !!         .    .    0         !
 1977.1!                                  + * !!         .    .   0.         !
 1977.2!                                   +  !!         .    0    .         !
 1977.3!                                  +*  !!         .    .0   .         !
 1977.4!                                 *+   !!         .    0    .         !
 1978.1!                                + *   !!         .    .  0 .         !
 1978.2!                              *  +    !!         .0   .    .         !
 1978.3!                            * +       !!         . 0  .    .         !
 1978.4!                            +*        !!         .    .0   .         !
 1979.1!                      *     +         !!     0   .    .    .         !
 1979.2!                       +   *          !!         .    .    .0        !
 1979.3!                           +*         !!         .    .0   .         !
 1979.4!                            +         *!         .    .    .        0!
 1980.1!                                 *   +!!         0    .    .         !
 1980.2!                                +     !!         .    0    .         !
 1980.3!                                +*    !!         .    .0   .         !
 1980.4!                                +     !!         .    0    .         !
 1981.1!                          *    +      !!       0 .    .    .         !
 1981.2!                          + *         !!         .    .  0 .         !
 1981.3!                           *+         !!         .   0.    .         !
 1981.4!                           +   *      !!         .    .    .0        !
 1982.1!                              + *     !!         .    . 0  .         !
 1982.2!                          *    +      !!       0 .    .    .         !
 1982.3!                          +           !!         .    .0   .         !
 1982.4!                          *+          !!         .   0.    .         !
 1983.1!                          +       *   !!         .    .    .      0  !
 1983.2!                             *   +    !!        0.    .    .         !
 1983.3!                             +   *    !!         .    .    .0        !
 1983.4!                                + *   !!         .    .  0 .         !
 1984.1!                                 +*   !!         .    .0   .         !
 1984.2!                                + *   !!         .    . 0  .         !
 1984.3!                              *  +    !!         .0   .    .         !
 1984.4!                              +*      !!         .    . 0  .         !
 1985.1!                              +*      !!         .    .0   .         !
 1985.2!                               + *    !!         .    .  0 .         !
 1985.3!                                +*    !!         .    . 0  .         !
 1985.4!                                 +  * !!         .    .    0         !
 1986.1!                             *     +  !!     0   .    .    .         !
 1986.2!                           *+         !!         .   0.    .         !
 1986.3!                          *+          !!         .   0.    .         !
 1986.4!                          +  *        !!         .    .   0.         !
 1987.1!                            +  *      !!         .    .   0.         !
 1987.2!                              +    *  !!         .    .    . 0       !
 1987.3!                            *    +    !!       0 .    .    .         !
 1987.4!                            +     *   !!         .    .    .  0      !
 1988.1!                                 +    !!         .    0    .         !
 1988.2!                               +*     !!         .    . 0  .         !
 1988.3!                              *+      !!         .  0 .    .         !
 1988.4!                             +        !!         .    0    .         !
 1989.1!                             +  *     !!         .    .   0.         !
 1989.2!                               +      !!         .    .0   .         !
 1989.3!                              + *     !!         .    . 0  .         !
 1989.4!                          *    +      !!        0.    .    .         !
 1990.1!                           +  *       !!         .    .    0         !
 1990.2!                            * +       !!         .  0 .    .         !
 1990.3!                            +     *   !!         .    .    .  0      !
 1990.4!                                 +    !!         .    0    .         !
 1991.1!                            *   +     !!         0    .    .         !
 1991.2!                            +         !!         .    0    .         !
 1991.3!                            + *       !!         .    .  0 .         !
 1991.4!                              +    *  !!         .    .    . 0       !
 1992.1!                                *+    !!         .  0 .    .         !
 1992.2!                             * +      !!         . 0  .    .         !
 1992.3!                            +         !!         .   0.    .         !
 1992.4!                          *+          !!         .  0 .    .         !
 1993.1!                       *  +           !!         . 0  .    .         !
 1993.2!                        +  *          !!         .    .    0         !
 1993.3!                        *  +          !!         .0   .    .         !
 1993.4!                        + *           !!         .    . 0  .         !
 1994.1!                          +           !!         .    0    .         !
 1994.2!                          +           !!         .    0    .         !
 1994.3!                       *  +           !!         .0   .    .         !
 1994.4!                        + *           !!         .    .  0 .         !
 1995.1!                          +   *       !!         .    .    .0        !
 1995.2!                           *  +       !!         .0   .    .         !
 1995.3!                         * +          !!         .  0 .    .         !
 1995.4!                         +*           !!         .    .0   .         !
 1996.1!                     *    +           !!       0 .    .    .         !
 1996.2!                    * +               !!         .  0 .    .         !
 1996.3!                   * +                !!         . 0  .    .         !
 1996.4!                    +       *         !!         .    .    .    0    !
 1997.1!                     *     +          !!     0   .    .    .         !
 1997.2!                      +               !!         .    0    .         !
 1997.3!                    *  +              !!         .0   .    .         !
 1997.4!                    *+                !!         .  0 .    .         !
 1998.1!                     +*               !!         .    .0   .         !
 1998.2!                     *+               !!         .   0.    .         !
 1998.3!                      +  *            !!         .    .   0.         !
 1998.4!                      *  +            !!         0    .    .         !
 1999.1!                   *  +               !!         .0   .    .         !
 1999.2!                    + *               !!         .    . 0  .         !
 1999.3!                    * +               !!         . 0  .    .         !
 1999.4!                     +                !!         .    0    .         !
 2000.1!                     *+               !!         .   0.    .         !
 2000.2!                *     +               !!      0  .    .    .         !
 2000.3!              *   +                   !!        0.    .    .         !
 2000.4!               +*                     !!         .    .0   .         !
 2001.1!                *+                    !!         . 0  .    .         !
 2001.2!             *   +                    !!         0    .    .         !
 2001.3!                +                     !!         .    .0   .         !
 2001.4!                  +     *             !!         .    .    .  0      !
 2002.1!                    *   +             !!         0    .    .         !
 2002.2!                     + *              !!         .    . 0  .         !
 2002.3!                   *   +              !!        0.    .    .         !
 2002.4!                    +       *         !!         .    .    .    0    !
 2003.1!                        *   +         !!        0.    .    .         !
 2003.2!                        +             !!         .   0.    .         !
 2003.3!                       *+             !!         .  0 .    .         !
 2003.4!                       +*             !!         .    .0   .         !
 2004.1!                        *+            !!         .    0    .         !
 2004.2!                         +            !!         .   0.    .         !
 2004.3!                         + *          !!         .    . 0  .         !
 2004.4!                        *  +          !!         .0   .    .         !
 2005.1!                         +  *         !!         .    .   0.         !
 2005.2!                    *       +         !!   0     .    .    .         !
 2005.3!                     +*               !!         .    0    .         !
 2005.4!                      *+              !!         .   0.    .         !
 2006.1!                       +*             !!         .    . 0  .         !
 2006.2!                         + *          !!         .    . 0  .         !
 2006.3!                          *+          !!         .   0.    .         !
 2006.4!                          *+          !!         .   0.    .         !
 2007.1!                          +           !!         .   0.    .         !
 2007.2!                          +  *        !!         .    .   0.         !
 2007.3!                              +       !!         .    0    .         !
 2007.4!                              +  *    !!         .    .    0         !
 2008.1!                                *+    !!         .   0.    .         !
 2008.2!                               *+     !!         .   0.    .         !
 2008.3!                            *  +      !!         .0   .    .         !
 2008.4!                            +         !!         .    0    .         !
 2009.1!                         *  +         !!         0    .    .         !
 2009.2!                         +*           !!         .    . 0  .         !
 2009.3!                           +          !!         .    .0   .         !
 2009.4!                            +*        !!         .    . 0  .         !
 2010.1!                             + *      !!         .    .  0 .         !
 2010.2!                          *    +      !!      0  .    .    .         !
 2010.3!                         *+           !!         .   0.    .         !
 2010.4!                         *+           !!         .   0.    .         !
 2011.1!                          +*          !!         .    . 0  .         !
 2011.2!                            +         !!         .    0    .         !
 2011.3!                         *  +         !!         .0   .    .         !
 2011.4!                        * +           !!         . 0  .    .         !
 2012.1!                         + *          !!         .    .   0.         !
 2012.2!                         *  +         !!         .0   .    .         !
 2012.3!                      *   +           !!        0.    .    .         !
 2012.4!                       +*             !!         .    .0   .         !


     29.26 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUKE=AUPX$/KEPMM;                                                      
 GENR LAAAUKE=LOG(AAAUKE+.00001);                                             
 GENR LAAUKE=LOG(AAUKE+.00001);                                               
 LHS AAAUKE=EXP(LAAAUKE)-.00001;                                              
  EQ 2569 LAAAUKE C LAAUKE(-1) PAUKE;                                         
EQUATION 1433  LAAAUKE  
   RHS     C  LAAUKE(-1)  PAUKE  
 SMPL 1973.1 2012.4;                                                          
Sample period is now  1973.1 to  2012.4 Internally:    85 to   244
 OLS;EST 1433 PLOT=0;END;                                                     

Equation number = 1433
**********************

Dependent variable = LAAAUKE 

 1973.1 -   2012.4,    0 missing obs.,  160 obs. used.

Mean of dependent variable       -5.708331773

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.076307237       0.360365059  -2.98671     1.000000
14708 LAAUKE  ( -1)       0.752393354       0.053460190  14.07390    -5.696567
14706 PAUKE   (  0)      -0.268271714       0.239671371  -1.11933     1.289607

SE of equation            =     0.506499122
Sum of squared residuals  =  40.2769936       0.132649447E-10
Average absolute error    =     0.373762025
Sum of ABS residuals      =  59.8019240    
R squared                 =   0.59750
Durbin-Watson statistic   =   2.47558
SMPL and No. Obs.         = 1973.1   2012.4    160

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.1!     *               +                !0          .   .   .          !
 1973.2!       +       *                      !!          .   .   .  0       !
 1973.3!               +  *                   !!          .   .  0.          !
 1973.4!                  +    *              !!          .   .   .0         !
 1974.1!                     *+               !!          .  0.   .          !
 1974.2!                   + *                !!          .   .0  .          !
 1974.3!                 *  +                 !!          . 0 .   .          !
 1974.4!             *   +                    !!          .0  .   .          !
 1975.1!             *+                       !!          .  0.   .          !
 1975.2!             +  *                     !!          .   .  0.          !
 1975.3!            *   +                     !!          0   .   .          !
 1975.4!            +         *               !!          .   .   .    0     !
 1976.1!                    *+                !!          .  0.   .          !
 1976.2!                   +    *             !!          .   .   0          !
 1976.3!                      +        *      !!          .   .   .   0      !
 1976.4!                           +   *      !!          .   .   0          !
 1977.1!                    *      +          !!        0 .   .   .          !
 1977.2!                   +   *              !!          .   .  0.          !
 1977.3!              *      +                !!        0 .   .   .          !
 1977.4!              +                       !!          .   0   .          !
 1978.1!               +    *                 !!          .   .   .0         !
 1978.2!              *    +                  !!         0.   .   .          !
 1978.3!              +*                      !!          .   .0  .          !
 1978.4!               +   *                  !!          .   .  0.          !
 1979.1!                  +   *               !!          .   .  0.          !
 1979.2!                    +       *         !!          .   .   .  0       !
 1979.3!                         + *          !!          .   . 0 .          !
 1979.4!                        +             *!          .   .   .       0  !
 1980.1!                      *          +    !!    0     .   .   .          !
 1980.2!                    +*                !!          .   .0  .          !
 1980.3!                    +*                !!          .   .0  .          !
 1980.4!                    +     *           !!          .   .   . 0        !
 1981.1!                        +    *        !!          .   .   .0         !
 1981.2!                          +           !!          .   .0  .          !
 1981.3!                       +  *           !!          .   .  0.          !
 1981.4!                       +    *         !!          .   .   0          !
 1982.1!                  *      +            !!       0  .   .   .          !
 1982.2!                 +  *                 !!          .   .  0.          !
 1982.3!                   +*                 !!          .   .0  .          !
 1982.4!                   +      *           !!          .   .   . 0        !
 1983.1!                       +      *       !!          .   .   .  0       !
 1983.2!                   *       +          !!       0  .   .   .          !
 1983.3!                  +                   !!          .   0   .          !
 1983.4!                  +  *                !!          .   .  0.          !
 1984.1!                    +                 !!          .   0   .          !
 1984.2!                  *+                  !!          .  0.   .          !
 1984.3!                  +  *                !!          .   .  0.          !
 1984.4!                    + *               !!          .   . 0 .          !
 1985.1!                  *  +                !!          . 0 .   .          !
 1985.2!                  +     *             !!          .   .   .0         !
 1985.3!                    * +               !!          . 0 .   .          !
 1985.4!                   +        *         !!          .   .   .   0      !
 1986.1!                 *       +            !!      0   .   .   .          !
 1986.2!                + *                   !!          .   . 0 .          !
 1986.3!                *+                    !!          .  0.   .          !
 1986.4!               +     *                !!          .   .   .0         !
 1987.1!                   +                  !!          .   0   .          !
 1987.2!                 +     *              !!          .   .   .0         !
 1987.3!                     +                !!          .   0   .          !
 1987.4!                 * +                  !!          . 0 .   .          !
 1988.1!                + *                   !!          .   . 0 .          !
 1988.2!                 +  *                 !!          .   .  0.          !
 1988.3!                  +*                  !!          .   .0  .          !
 1988.4!                  +*                  !!          .   .0  .          !
 1989.1!                 *+                   !!          .  0.   .          !
 1989.2!                +    *                !!          .   .   .0         !
 1989.3!                    + *               !!          .   . 0 .          !
 1989.4!                  * +                 !!          . 0 .   .          !
 1990.1!                 +  *                 !!          .   . 0 .          !
 1990.2!                  +   *               !!          .   .  0.          !
 1990.3!                  * +                 !!          . 0 .   .          !
 1990.4!                 +  *                 !!          .   .  0.          !
 1991.1!               *   +                  !!          0   .   .          !
 1991.2!              +    *                  !!          .   .   0          !
 1991.3!               * +                    !!          . 0 .   .          !
 1991.4!               +   *                  !!          .   .   0          !
 1992.1!              *  +                    !!          .0  .   .          !
 1992.2!             +            *           !!          .   .   .      0   !
 1992.3!                 *    +               !!         0.   .   .          !
 1992.4!           *   +                      !!          0   .   .          !
 1993.1!           +  *                       !!          .   . 0 .          !
 1993.2!             +                        !!          .   0   .          !
 1993.3!             + *                      !!          .   . 0 .          !
 1993.4!              +  *                    !!          .   .  0.          !
 1994.1!              * +                     !!          . 0 .   .          !
 1994.2!            * +                       !!          .  0.   .          !
 1994.3!             +  *                     !!          .   .  0.          !
 1994.4!           *   +                      !!          0   .   .          !
 1995.1!           +  *                       !!          .   .  0.          !
 1995.2!              +                       !!          .   0   .          !
 1995.3!             *+                       !!          .  0.   .          !
 1995.4!             +                        !!          .   .0  .          !
 1996.1!             +                        !!          .   0   .          !
 1996.2!            +*                        !!          .   0   .          !
 1996.3!            +*                        !!          .   0   .          !
 1996.4!            + *                       !!          .   .0  .          !
 1997.1!          *   +                       !!          .0  .   .          !
 1997.2!          *+                          !!          .  0.   .          !
 1997.3!           +*                         !!          .   .0  .          !
 1997.4!            +                         !!          .   .0  .          !
 1998.1!        *   +                         !!          0   .   .          !
 1998.2!        *+                            !!          .  0.   .          !
 1998.3!        *+                            !!          .   0   .          !
 1998.4!        + *                           !!          .   .0  .          !
 1999.1!        * +                           !!          . 0 .   .          !
 1999.2!        +                             !!          .   0   .          !
 1999.3!         +*                           !!          .   .0  .          !
 1999.4!          *+                          !!          .  0.   .          !
 2000.1!      *    +                          !!          0   .   .          !
 2000.2!        +                             !!          .   0   .          !
 2000.3!        * +                           !!          .  0.   .          !
 2000.4!   *     +                            !!        0 .   .   .          !
 2001.1!      + *                             !!          .   . 0 .          !
 2001.2!     *    +                           !!          0   .   .          !
 2001.3!       +  *                           !!          .   . 0 .          !
 2001.4!           +                          !!          .   0   .          !
 2002.1!           + *                        !!          .   . 0 .          !
 2002.2!    *        +                        !!      0   .   .   .          !
 2002.3!      +  *                            !!          .   . 0 .          !
 2002.4!     *    +                           !!          0   .   .          !
 2003.1!       +*                             !!          .   .0  .          !
 2003.2!         +                            !!          .  0.   .          !
 2003.3!       * +                            !!          . 0 .   .          !
 2003.4!       *+                             !!          .  0.   .          !
 2004.1!        +                             !!          .  0.   .          !
 2004.2! *       +                            !!       0  .   .   .          !
 2004.3!    +                                 !!          .   0   .          !
 2004.4!   *  +                               !!          .0  .   .          !
 2005.1!      +   *                           !!          .   .   0          !
 2005.2!      *    +                          !!          0   .   .          !
 2005.3!       *+                             !!          .  0.   .          !
 2005.4!         +                            !!          .   0   .          !
 2006.1!          +           *               !!          .   .   .     0    !
 2006.2!      *             +                 !!  0       .   .   .          !
 2006.3!        +   *                         !!          .   .  0.          !
 2006.4!            *+                        !!          .   0   .          !
 2007.1!         *   +                        !!          0   .   .          !
 2007.2!        * +                           !!          . 0 .   .          !
 2007.3!         *+                           !!          .   0   .          !
 2007.4!          *+                          !!          .  0.   .          !
 2008.1!         * +                          !!          . 0 .   .          !
 2008.2!          +                           !!          .   0   .          !
 2008.3!       *   +                          !!          0   .   .          !
 2008.4!      *  +                            !!          . 0 .   .          !
 2009.1!      * +                             !!          . 0 .   .          !
 2009.2!*       +                             !!       0  .   .   .          !
 2009.3!   *+                                 !!          .   0   .          !
 2009.4!  *   +                               !!          .0  .   .          !
 2010.1!     +                                !!          .   0   .          !
 2010.2! *      +                             !!       0  .   .   .          !
 2010.3*    +                                 !!         0.   .   .          !
 2010.4!   +   *                              !!          .   .   0          !
 2011.1!     *   +                            !!          0   .   .          !
 2011.2!     * +                              !!          . 0 .   .          !
 2011.3!      * +                             !!          . 0 .   .          !
 2011.4!        +        *                    !!          .   .   .  0       !
 2012.1!      *          +                    !!     0    .   .   .          !
 2012.2!         +  *                         !!          .   .  0.          !
 2012.3!      *      +                        !!       0  .   .   .          !
 2012.4!     *   +                            !!          .0  .   .          !


     26.88 percent of the residuals exceed 1 SE
      5.00 percent of the residuals exceed 2 SE
@EQ  2570 LAAFRKE C LAFRKE(-1) PFRKE;SMPL 1966.1 2012.4;OLS;EST 2570 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEKE=GEPX$/KEPMM;                                                      
 GENR LAAGEKE=LOG(AAGEKE+.00001);                                             
 GENR LAGEKE=LOG(AGEKE+.00001);                                               
 LHS AAGEKE=EXP(LAAGEKE)-.00001;                                              
  EQ 2571 LAAGEKE C LAGEKE(-1) PGEKE;                                         
EQUATION 1434  LAAGEKE  
   RHS     C  LAGEKE(-1)  PGEKE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1434 PLOT=0;END;                                                     

Equation number = 1434
**********************

Dependent variable = LAAGEKE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.787315299

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.080780170       0.106262246  -0.76020     1.000000
14711 LAGEKE  ( -1)       0.919814446       0.030310672  30.34622    -2.781462
14709 PGEKE   (  0)      -0.116636568       0.084215290  -1.38498     1.269813

SE of equation            =     0.190171826
Sum of squared residuals  =  6.69058483       0.933431110E-11
Average absolute error    =     0.148239601
Sum of ABS residuals      =  27.8690449    
R squared                 =   0.86186
Durbin-Watson statistic   =   2.60992
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                     + *              !!         .    .  0 .         !
 1966.2!                       +   *          !!         .    .   0.         !
 1966.3!                        * +           !!         . 0  .    .         !
 1966.4!                       + *            !!         .    .0   .         !
 1967.1!                        + *           !!         .    .  0 .         !
 1967.2!                          +           !!         .   0.    .         !
 1967.3!                         +  *         !!         .    .   0.         !
 1967.4!                            +  *      !!         .    .   0.         !
 1968.1!                        *     +       !!      0  .    .    .         !
 1968.2!                       +*             !!         .    0    .         !
 1968.3!                       +              !!         .    0    .         !
 1968.4!                       + *            !!         .    .  0 .         !
 1969.1!                         +*           !!         .    . 0  .         !
 1969.2!                   *      +           !!      0  .    .    .         !
 1969.3!                    +       *         !!         .    .    .     0   !
 1969.4!                        *   +         !!         0    .    .         !
 1970.1!                        +             !!         .    .0   .         !
 1970.2!                        +  *          !!         .    .  0 .         !
 1970.3!                           +   *      !!         .    .    0         !
 1970.4!                         *    +       !!       0 .    .    .         !
 1971.1!                         +            !!         .    0    .         !
 1971.2!                         +*           !!         .    . 0  .         !
 1971.3!                         *+           !!         .   0.    .         !
 1971.4!                         +*           !!         .    .0   .         !
 1972.1!                          +           !!         .    0    .         !
 1972.2!                          +           !!         .    0    .         !
 1972.3!                          + *         !!         .    .  0 .         !
 1972.4!                            +*        !!         .    .0   .         !
 1973.1!                        *   +         !!        0.    .    .         !
 1973.2!                        +   *         !!         .    .    0         !
 1973.3!                           + *        !!         .    . 0  .         !
 1973.4!                             +*       !!         .    . 0  .         !
 1974.1!                              +       !!         .    .0   .         !
 1974.2!                              +       !!         .    .0   .         !
 1974.3!                              +*      !!         .    . 0  .         !
 1974.4!                              + *     !!         .    .  0 .         !
 1975.1!                              *+      !!         .   0.    .         !
 1975.2!                      *      +        !!    0    .    .    .         !
 1975.3!                      +               !!         .    .0   .         !
 1975.4!                      +    *          !!         .    .    .0        !
 1976.1!                          +*          !!         .    .0   .         !
 1976.2!                           +       *  !!         .    .    .     0   !
 1976.3!                                * +   !!         .  0 .    .         !
 1976.4!                          *    +      !!        0.    .    .         !
 1977.1!                          +   *       !!         .    .    .0        !
 1977.2!                          *  +        !!         0    .    .         !
 1977.3!                         +      *     !!         .    .    .  0      !
 1977.4!                               + *    !!         .    .  0 .         !
 1978.1!                                +  *  !!         .    .   0.         !
 1978.2!                               *  +   !!         .0   .    .         !
 1978.3!                              +       *!         .    .    .    0    !
 1978.4!                                  *  +!!         . 0  .    .         !
 1979.1!                             *   +    !!         0    .    .         !
 1979.2!                            +     *   !!         .    .    .  0      !
 1979.3!                             *   +    !!        0.    .    .         !
 1979.4!                         *  +         !!         . 0  .    .         !
 1980.1!                         + *          !!         .    . 0  .         !
 1980.2!                         * +          !!         .  0 .    .         !
 1980.3!                        +    *        !!         .    .    .0        !
 1980.4!                             + *      !!         .    .  0 .         !
 1981.1!                            * +       !!         .0   .    .         !
 1981.2!                     *     +          !!      0  .    .    .         !
 1981.3!                    +           *     !!         .    .    .         0
 1981.4!                               +   *  !!         .    .   0.         !
 1982.1!                            *     +   !!       0 .    .    .         !
 1982.2!                            +         !!         .    0    .         !
 1982.3!                           +*         !!         .    .0   .         !
 1982.4!                      *    +          !!       0 .    .    .         !
 1983.1!                     +     *          !!         .    .    . 0       !
 1983.2!                         * +          !!         .  0 .    .         !
 1983.3!                         +        *   !!         .    .    .     0   !
 1983.4!                              *  +    !!         .0   .    .         !
 1984.1!                             +        !!         .    0    .         !
 1984.2!                            + *       !!         .    . 0  .         !
 1984.3!                            *+        !!         .   0.    .         !
 1984.4!                            +*        !!         .    . 0  .         !
 1985.1!                             +        !!         .    0    .         !
 1985.2!                             + *      !!         .    .  0 .         !
 1985.3!                               + *    !!         .    . 0  .         !
 1985.4!                               *+     !!         .   0.    .         !
 1986.1!                      *       +       !!   0     .    .    .         !
 1986.2!                     +    *           !!         .    .    .0        !
 1986.3!                        +  *          !!         .    .  0 .         !
 1986.4!                         +            !!         .   0.    .         !
 1987.1!                        +*            !!         .    . 0  .         !
 1987.2!                        +             !!         .    0    .         !
 1987.3!                        +             !!         .    0    .         !
 1987.4!                      *+              !!         .   0.    .         !
 1988.1!                    *+                !!         .  0 .    .         !
 1988.2!                    +   *             !!         .    .    0         !
 1988.3!                       + *            !!         .    .  0 .         !
 1988.4!                      * +             !!         . 0  .    .         !
 1989.1!                      +               !!         .    .0   .         !
 1989.2!                      +  *            !!         .    .   0.         !
 1989.3!                        +  *          !!         .    .  0 .         !
 1989.4!                        * +           !!         . 0  .    .         !
 1990.1!                       +*             !!         .    .0   .         !
 1990.2!                        +  *          !!         .    .   0.         !
 1990.3!                        * +           !!         . 0  .    .         !
 1990.4!                       +  *           !!         .    .  0 .         !
 1991.1!                      *   +           !!         0    .    .         !
 1991.2!                     +  *             !!         .    .  0 .         !
 1991.3!                   *   +              !!         0    .    .         !
 1991.4!                  +    *              !!         .    .    .0        !
 1992.1!                *     +               !!     0   .    .    .         !
 1992.2!               +                      !!         .    0    .         !
 1992.3!               +*                     !!         .    . 0  .         !
 1992.4!                + *                   !!         .    .  0 .         !
 1993.1!              *   +                   !!         .0   .    .         !
 1993.2!             *+                       !!         .  0 .    .         !
 1993.3!             +*                       !!         .    . 0  .         !
 1993.4!             +   *                    !!         .    .   0.         !
 1994.1!              * +                     !!         . 0  .    .         !
 1994.2!              +   *                   !!         .    .    0         !
 1994.3!                  +*                  !!         .    . 0  .         !
 1994.4!                   +                  !!         .    .0   .         !
 1995.1!             *     +                  !!      0  .    .    .         !
 1995.2!             +  *                     !!         .    .    0         !
 1995.3!               *+                     !!         .   0.    .         !
 1995.4!               +*                     !!         .    .0   .         !
 1996.1!           *    +                     !!         0    .    .         !
 1996.2!         * +                          !!         . 0  .    .         !
 1996.3!         +     *                      !!         .    .    .  0      !
 1996.4!               +*                     !!         .    .0   .         !
 1997.1!          *     +                     !!      0  .    .    .         !
 1997.2!          +                           !!         .    .0   .         !
 1997.3!           +*                         !!         .    . 0  .         !
 1997.4!            +                         !!         .    0    .         !
 1998.1!       *    +                         !!        0.    .    .         !
 1998.2!       +  *                           !!         .    .  0 .         !
 1998.3!         +  *                         !!         .    .  0 .         !
 1998.4!           +                          !!         .   0.    .         !
 1999.1!    *     +                           !!      0  .    .    .         !
 1999.2!    +    *                            !!         .    .    . 0       !
 1999.3!       * +                            !!         . 0  .    .         !
 1999.4!       +*                             !!         .    .0   .         !
 2000.1!     *   +                            !!         0    .    .         !
 2000.2!  *  +                                !!         .0   .    .         !
 2000.3!   +*                                 !!         .    .0   .         !
 2000.4!     +         *                      !!         .    .    .       0 !
 2001.1!          *    +                      !!        0.    .    .         !
 2001.2!       *   +                          !!         0    .    .         !
 2001.3!        + *                           !!         .    .  0 .         !
 2001.4!        *  +                          !!         . 0  .    .         !
 2002.1!         +                            !!         .    .0   .         !
 2002.2!         *+                           !!         .    0    .         !
 2002.3!          +   *                       !!         .    .    .0        !
 2002.4!         *     +                      !!       0 .    .    .         !
 2003.1!         +                            !!         .    0    .         !
 2003.2!         +      *                     !!         .    .    .  0      !
 2003.3!         *     +                      !!      0  .    .    .         !
 2003.4!         +*                           !!         .    .0   .         !
 2004.1!       *  +                           !!         .0   .    .         !
 2004.2!      * +                             !!         .  0 .    .         !
 2004.3!     * +                              !!         . 0  .    .         !
 2004.4!      +  *                            !!         .    .   0.         !
 2005.1!        *+                            !!         .  0 .    .         !
 2005.2!  *     +                             !!       0 .    .    .         !
 2005.3!    +      *                          !!         .    .    .    0    !
 2005.4!        *   +                         !!         0    .    .         !
 2006.1!         +                            !!         .    0    .         !
 2006.2!      *   +                           !!        0.    .    .         !
 2006.3!       +*                             !!         .    . 0  .         !
 2006.4!        *+                            !!         .   0.    .         !
 2007.1! *       +                            !!    0    .    .    .         !
 2007.2!   +  *                               !!         .    .    0         !
 2007.3!       +*                             !!         .    .0   .         !
 2007.4!      *  +                            !!         . 0  .    .         !
 2008.1!     * +                              !!         .0   .    .         !
 2008.2!     *+                               !!         .    0    .         !
 2008.3!      +*                              !!         .    0    .         !
 2008.4!       *+                             !!         .   0.    .         !
 2009.1!  *    +                              !!       0 .    .    .         !
 2009.2*   +                                  !!         0    .    .         !
 2009.3! +    *                               !!         .    .    .0        !
 2009.4!      *+                              !!         .   0.    .         !
 2010.1!       +                              !!         .    0    .         !
 2010.2! *      +                             !!     0   .    .    .         !
 2010.3!   + *                                !!         .    . 0  .         !
 2010.4!      +*                              !!         .    .0   .         !
 2011.1!   *    +                             !!       0 .    .    .         !
 2011.2!  *  +                                !!         . 0  .    .         !
 2011.3!  * +                                 !!         .  0 .    .         !
 2011.4!  * +                                 !!         .  0 .    .         !
 2012.1!    + *                               !!         .    . 0  .         !
 2012.2! *     +                              !!      0  .    .    .         !
 2012.3!   + *                                !!         .    . 0  .         !
 2012.4*      +                               !!     0   .    .    .         !


     31.38 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITKE=ITPX$/KEPMM;                                                      
 GENR LAAITKE=LOG(AAITKE+.00001);                                             
 GENR LAITKE=LOG(AITKE+.00001);                                               
 LHS AAITKE=EXP(LAAITKE)-.00001;                                              
  EQ 2572 LAAITKE C LAITKE(-1) PITKE;                                         
EQUATION 1435  LAAITKE  
   RHS     C  LAITKE(-1)  PITKE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1435 PLOT=0;END;                                                     

Equation number = 1435
**********************

Dependent variable = LAAITKE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.291174407

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.305229048       0.120695097  -2.52893     1.000000
14714 LAITKE  ( -1)       0.727973377       0.048189986  15.10632    -3.285834
14712 PITKE   (  0)      -0.533832040       0.117329626  -4.54985     1.112608

SE of equation            =     0.237237171
Sum of squared residuals  =  10.4120729      -0.677014000E-11
Average absolute error    =     0.181114694
Sum of ABS residuals      =  34.0495625    
R squared                 =   0.77163
Durbin-Watson statistic   =   2.25057
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                    +   *             !!         .    .   0.         !
 1966.2!                         +  *         !!         .    .   0.         !
 1966.3!                           +     *    !!         .    .    .0        !
 1966.4!                         *     +      !!        0.    .    .         !
 1967.1!                         + *          !!         .    . 0  .         !
 1967.2!                        *  +          !!         .0   .    .         !
 1967.3!                        + *           !!         .    . 0  .         !
 1967.4!                          +     *     !!         .    .    . 0       !
 1968.1!                             *+       !!         .    0    .         !
 1968.2!                         * +          !!         .  0 .    .         !
 1968.3!                        +*            !!         .    .0   .         !
 1968.4!                        +   *         !!         .    .   0.         !
 1969.1!                           +  *       !!         .    .   0.         !
 1969.2!                             +*       !!         .    .0   .         !
 1969.3!                           * +        !!         .  0 .    .         !
 1969.4!                        *  +          !!         . 0  .    .         !
 1970.1!                         +*           !!         .    . 0  .         !
 1970.2!                           + *        !!         .    . 0  .         !
 1970.3!                           * +        !!         .  0 .    .         !
 1970.4!                           *+         !!         .    0    .         !
 1971.1!                         *  +         !!         . 0  .    .         !
 1971.2!                           +  *       !!         .    .  0 .         !
 1971.3!                              +*      !!         .    .0   .         !
 1971.4!                             * +      !!         .  0 .    .         !
 1972.1!                        *    +        !!         0    .    .         !
 1972.2!                          +     *     !!         .    .    .0        !
 1972.3!                               +     *!!         .    .    .0        !
 1972.4!                            *      +  !!      0  .    .    .         !
 1973.1!                  *          +        !!   0     .    .    .         !
 1973.2!                      +  *            !!         .    .   0.         !
 1973.3!                            + *       !!         .    .  0 .         !
 1973.4!                               +      !!         .    0    .         !
 1974.1!                               *+     !!         .   0.    .         !
 1974.2!                          *    +      !!         0    .    .         !
 1974.3!                          +  *        !!         .    .  0 .         !
 1974.4!                            *+        !!         .   0.    .         !
 1975.1!                            +*        !!         .    .0   .         !
 1975.2!                            +*        !!         .    .0   .         !
 1975.3!                   *       +          !!     0   .    .    .         !
 1975.4!                     + *              !!         .    .  0 .         !
 1976.1!                         +    *       !!         .    .    0         !
 1976.2!                        *     +       !!        0.    .    .         !
 1976.3!                          + *         !!         .    .  0 .         !
 1976.4!                            + *       !!         .    . 0  .         !
 1977.1!                             +   *    !!         .    .   0.         !
 1977.2!                               +*     !!         .    .0   .         !
 1977.3!                              *+      !!         .   0.    .         !
 1977.4!                              + *     !!         .    .  0 .         !
 1978.1!                                +     !!         .    .0   .         !
 1978.2!                                +   * !!         .    .   0.         !
 1978.3!                              *    +  !!         0    .    .         !
 1978.4!                              +       *!         .    .    .  0      !
 1979.1!                               *    + !!         0    .    .         !
 1979.2!                              +       !!         .    0    .         !
 1979.3!                              +   *   !!         .    .    0         !
 1979.4!                                +*    !!         .    .0   .         !
 1980.1!                                 +*   !!         .    .0   .         !
 1980.2!                            *    +    !!         0    .    .         !
 1980.3!                           +      *   !!         .    .    . 0       !
 1980.4!                               * +    !!         . 0  .    .         !
 1981.1!                    *         +       !!    0    .    .    .         !
 1981.2!                   * +                !!         .  0 .    .         !
 1981.3!                  +  *                !!         .    .  0 .         !
 1981.4!                      +  *            !!         .    .   0.         !
 1982.1!                        * +           !!         . 0  .    .         !
 1982.2!                    *  +              !!         .0   .    .         !
 1982.3!                    +   *             !!         .    .   0.         !
 1982.4!                *        +            !!     0   .    .    .         !
 1983.1!                 + *                  !!         .    . 0  .         !
 1983.2!                     +          *     !!         .    .    .      0  !
 1983.3!                         *    +       !!        0.    .    .         !
 1983.4!                     *  +             !!         . 0  .    .         !
 1984.1!                       +*             !!         .    . 0  .         !
 1984.2!                         +  *         !!         .    .  0 .         !
 1984.3!                       *   +          !!         .0   .    .         !
 1984.4!                    *   +             !!         0    .    .         !
 1985.1!                      +               !!         .   0.    .         !
 1985.2!                      * +             !!         .  0 .    .         !
 1985.3!                        +     *       !!         .    .    . 0       !
 1985.4!                             +  *     !!         .    .  0 .         !
 1986.1!                              +       !!         .    0    .         !
 1986.2!                  *       +           !!    0    .    .    .         !
 1986.3!                 +   *                !!         .    .   0.         !
 1986.4!                    + *               !!         .    . 0  .         !
 1987.1!                     +*               !!         .    . 0  .         !
 1987.2!                     *+               !!         .   0.    .         !
 1987.3!                     +   *            !!         .    .   0.         !
 1987.4!                        +*            !!         .    .0   .         !
 1988.1!                      * +             !!         .  0 .    .         !
 1988.2!                     +           *    !!         .    .    .      0  !
 1988.3!                        *     +       !!       0 .    .    .         !
 1988.4!                       +             *!!         .    .    .         0
 1989.1!                                 +    !!         .    0    .         !
 1989.2!                              +  *    !!         .    .  0 .         !
 1989.3!                              +   *   !!         .    .    0         !
 1989.4!                            *  +      !!         . 0  .    .         !
 1990.1!                           +   *      !!         .    .    0         !
 1990.2!                           * +        !!         .  0 .    .         !
 1990.3!                         + *          !!         .    . 0  .         !
 1990.4!                        *  +          !!         . 0  .    .         !
 1991.1!                        +*            !!         .    .0   .         !
 1991.2!                      +     *         !!         .    .    . 0       !
 1991.3!                      *  +            !!         . 0  .    .         !
 1991.4!                    +   *             !!         .    .   0.         !
 1992.1!                      + *             !!         .    .0   .         !
 1992.2!                *    +                !!         0    .    .         !
 1992.3!                + *                   !!         .    .  0 .         !
 1992.4!                  + *                 !!         .    . 0  .         !
 1993.1!                *   +                 !!         0    .    .         !
 1993.2!                +         *           !!         .    .    .     0   !
 1993.3!                        + *           !!         .    . 0  .         !
 1993.4!                        +*            !!         .    .0   .         !
 1994.1!                      *+              !!         .   0.    .         !
 1994.2!                       + *            !!         .    .  0 .         !
 1994.3!                         +            !!         .    0    .         !
 1994.4!                         + *          !!         .    .0   .         !
 1995.1!                          +*          !!         .    .0   .         !
 1995.2!                           +     *    !!         .    .    .0        !
 1995.3!                               + *    !!         .    .  0 .         !
 1995.4!                             *+       !!         .   0.    .         !
 1996.1!                          +           !!         .    0    .         !
 1996.2!                       +              !!         .   0.    .         !
 1996.3!                     + *              !!         .    . 0  .         !
 1996.4!                    *+                !!         .  0 .    .         !
 1997.1!                  *+                  !!         .   0.    .         !
 1997.2!                * +                   !!         . 0  .    .         !
 1997.3!                +*                    !!         .    . 0  .         !
 1997.4!                +    *                !!         .    .    0         !
 1998.1!              *   +                   !!         0    .    .         !
 1998.2!           * +                        !!         .  0 .    .         !
 1998.3!          +     *                     !!         .    .    .0        !
 1998.4!             *+                       !!         .   0.    .         !
 1999.1!          +                           !!         .    0    .         !
 1999.2!         +  *                         !!         .    .  0 .         !
 1999.3!           +     *                    !!         .    .    .0        !
 1999.4!               *+                     !!         .  0 .    .         !
 2000.1!           *    +                     !!        0.    .    .         !
 2000.2!           +                          !!         .    0    .         !
 2000.3!            +  *                      !!         .    .  0 .         !
 2000.4!              *+                      !!         .   0.    .         !
 2001.1!              +  *                    !!         .    .  0 .         !
 2001.2!         *      +                     !!      0  .    .    .         !
 2001.3!            + *                       !!         .    .  0 .         !
 2001.4!         *     +                      !!        0.    .    .         !
 2002.1!        * +                           !!         .  0 .    .         !
 2002.2!         +                            !!         .    0    .         !
 2002.3!           + *                        !!         .    . 0  .         !
 2002.4!              +  *                    !!         .    .  0 .         !
 2003.1!                +                     !!         .    0    .         !
 2003.2!            * +                       !!         . 0  .    .         !
 2003.3!           +                          !!         .    0    .         !
 2003.4!           + *                        !!         .    .  0 .         !
 2004.1!           +  *                       !!         .    .  0 .         !
 2004.2!             +*                       !!         .    .0   .         !
 2004.3!             *+                       !!         .   0.    .         !
 2004.4!             +                        !!         .    0    .         !
 2005.1!           *+                         !!         .   0.    .         !
 2005.2!       *    +                         !!         0    .    .         !
 2005.3!          +                           !!         .    0    .         !
 2005.4!            +*                        !!         .    .0   .         !
 2006.1!             +                        !!         .    .0   .         !
 2006.2!             *+                       !!         .   0.    .         !
 2006.3!              +    *                  !!         .    .    0         !
 2006.4!              *   +                   !!         .0   .    .         !
 2007.1!         *    +                       !!        0.    .    .         !
 2007.2!          + *                         !!         .    . 0  .         !
 2007.3!            +  *                      !!         .    .  0 .         !
 2007.4!       *      +                       !!      0  .    .    .         !
 2008.1!        + *                           !!         .    .0   .         !
 2008.2!     *    +                           !!         0    .    .         !
 2008.3!       +          *                   !!         .    .    .      0  !
 2008.4!                 + *                  !!         .    . 0  .         !
 2009.1!        *      +                      !!       0 .    .    .         !
 2009.2!      * +                             !!         .  0 .    .         !
 2009.3!       *+                             !!         .   0.    .         !
 2009.4!      * +                             !!         .  0 .    .         !
 2010.1!    *   +                             !!         0    .    .         !
 2010.2!       +*                             !!         .    .0   .         !
 2010.3!         *+                           !!         .   0.    .         !
 2010.4*           +                          !!  0      .    .    .         !
 2011.1!    +   *                             !!         .    .   0.         !
 2011.2!    *       +                         !!     0   .    .    .         !
 2011.3*         +                            !!    0    .    .    .         !
 2011.4!    * +                               !!         .  0 .    .         !
 2012.1!       * +                            !!         .  0 .    .         !
 2012.2!        *   +                         !!         .0   .    .         !
 2012.3!  *         +                         !!   0     .    .    .         !
 2012.4! *      +                             !!       0 .    .    .         !


     27.66 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@EQ  2573 LAANEKE C LANEKE(-1) PNEKE;SMPL 1966.1 2012.4;OLS;EST 2573 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTKE=STPX$/KEPMM;                                                      
 GENR LAASTKE=LOG(AASTKE+.00001);                                             
 GENR LASTKE=LOG(ASTKE+.00001);                                               
 LHS AASTKE=EXP(LAASTKE)-.00001;                                              
  EQ 2574 LAASTKE C LASTKE(-1) PSTKE;                                         
EQUATION 1436  LAASTKE  
   RHS     C  LASTKE(-1)  PSTKE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1436 PLOT=0;END;                                                     

Equation number = 1436
**********************

Dependent variable = LAASTKE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.519889281

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.528573817       0.146166565  -3.61624     1.000000
14717 LASTKE  ( -1)       0.811207271       0.044785262  18.11326    -4.513412
14715 PSTKE   (  0)      -0.288105199       0.096401069  -2.98861     1.145424

SE of equation            =     0.243386354
Sum of squared residuals  =  10.9588297      -0.407229805E-11
Average absolute error    =     0.191883513
Sum of ABS residuals      =  36.0741004    
R squared                 =   0.82178
Durbin-Watson statistic   =   2.67400
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                         * +          !!         .  0 .    .         !
 1966.2!                          +           !!         .    0    .         !
 1966.3!                          *+          !!         .    0    .         !
 1966.4!                       *   +          !!         0    .    .         !
 1967.1!                        +*            !!         .    .0   .         !
 1967.2!                          +   *       !!         .    .   0.         !
 1967.3!                              +  *    !!         .    .  0 .         !
 1967.4!                                +*    !!         .    .0   .         !
 1968.1!                                 +   *!!         .    .    0         !
 1968.2!                               *   +  !!         0    .    .         !
 1968.3!                              +*      !!         .    .0   .         !
 1968.4!                             * +      !!         .  0 .    .         !
 1969.1!                             +        !!         .    0    .         !
 1969.2!                             +*       !!         .    .0   .         !
 1969.3!                              +  *    !!         .    .  0 .         !
 1969.4!                             *  +     !!         .0   .    .         !
 1970.1!                           * +        !!         . 0  .    .         !
 1970.2!                            +  *      !!         .    .  0 .         !
 1970.3!                               +*     !!         .    .0   .         !
 1970.4!                                +     *!         .    .    . 0       !
 1971.1!                        *            +!0         .    .    .         !
 1971.2!                         +  *         !!         .    .  0 .         !
 1971.3!                          * +         !!         . 0  .    .         !
 1971.4!                           +     *    !!         .    .    . 0       !
 1972.1!                                 +  * !!         .    .  0 .         !
 1972.2!                               *   +  !!         .0   .    .         !
 1972.3!                               +      !!         .    0    .         !
 1972.4!                               +      !!         .    0    .         !
 1973.1!                            * +       !!         . 0  .    .         !
 1973.2!                            +       * !!         .    .    .    0    !
 1973.3!                                *  +  !!         .0   .    .         !
 1973.4!                                + *   !!         .    . 0  .         !
 1974.1!                               * +    !!         . 0  .    .         !
 1974.2!                               +   *  !!         .    .    0         !
 1974.3!                             *    +   !!         0    .    .         !
 1974.4!                        *    +        !!         0    .    .         !
 1975.1!                         + *          !!         .    . 0  .         !
 1975.2!                          *+          !!         .   0.    .         !
 1975.3!                          +  *        !!         .    .   0.         !
 1975.4!                    *       +         !!     0   .    .    .         !
 1976.1!                     +      *         !!         .    .    . 0       !
 1976.2!                        *  +          !!         .0   .    .         !
 1976.3!                        +  *          !!         .    .  0 .         !
 1976.4!                    *     +           !!       0 .    .    .         !
 1977.1!                     +    *           !!         .    .    .0        !
 1977.2!                          +*          !!         .    .0   .         !
 1977.3!                           +        * !!         .    .    .    0    !
 1977.4!                                 *+   !!         .   0.    .         !
 1978.1!                          *    +      !!         0    .    .         !
 1978.2!                          +           !!         .    0    .         !
 1978.3!                         +            !!         .    0    .         !
 1978.4!                        *+            !!         .   0.    .         !
 1979.1!                        +       *     !!         .    .    .   0     !
 1979.2!                              +   *   !!         .    .    0         !
 1979.3!                            *   +     !!         0    .    .         !
 1979.4!                           + *        !!         .    .  0 .         !
 1980.1!                             +*       !!         .    .0   .         !
 1980.2!                             + *      !!         .    . 0  .         !
 1980.3!                              +  *    !!         .    .   0.         !
 1980.4!                            *   +     !!         0    .    .         !
 1981.1!                            +         !!         .    .0   .         !
 1981.2!                        *  +          !!         .0   .    .         !
 1981.3!                       +           *  !!         .    .    .        0!
 1981.4!                            *    +    !!         0    .    .         !
 1982.1!                            + *       !!         .    . 0  .         !
 1982.2!                            + *       !!         .    . 0  .         !
 1982.3!                             +*       !!         .    . 0  .         !
 1982.4!                        *    +        !!        0.    .    .         !
 1983.1!                        +     *       !!         .    .    .  0      !
 1983.2!                           * +        !!         .  0 .    .         !
 1983.3!                           +          !!         .    0    .         !
 1983.4!                          +  *        !!         .    .   0.         !
 1984.1!                     *      +         !!      0  .    .    .         !
 1984.2!                      +  *            !!         .    .   0.         !
 1984.3!                     *   +            !!         0    .    .         !
 1984.4!                      +  *            !!         .    .  0 .         !
 1985.1!                         *+           !!         .   0.    .         !
 1985.2!                          +   *       !!         .    .    0         !
 1985.3!                           * +        !!         . 0  .    .         !
 1985.4!                          +   *       !!         .    .    0         !
 1986.1!                         *   +        !!         0    .    .         !
 1986.2!                       +   *          !!         .    .    0         !
 1986.3!                   *     +            !!        0.    .    .         !
 1986.4!                   +       *          !!         .    .    .    0    !
 1987.1!                         +  *         !!         .    .   0.         !
 1987.2!                       *  +           !!         . 0  .    .         !
 1987.3!                     *+               !!         .  0 .    .         !
 1987.4!                    +  *              !!         .    .  0 .         !
 1988.1!                      +       *       !!         .    .    .    0    !
 1988.2!                           *+         !!         .   0.    .         !
 1988.3!                         +    *       !!         .    .    0         !
 1988.4!                       *    +         !!         0    .    .         !
 1989.1!                      +*              !!         .    0    .         !
 1989.2!                      +    *          !!         .    .    .0        !
 1989.3!                          +*          !!         .    .0   .         !
 1989.4!                      *  +            !!         .0   .    .         !
 1990.1!                      +   *           !!         .    .    0         !
 1990.2!                         +  *         !!         .    .  0 .         !
 1990.3!                          +   *       !!         .    .    0         !
 1990.4!                       *    +         !!        0.    .    .         !
 1991.1!                       +              !!         .    0    .         !
 1991.2!                     +     *          !!         .    .    .0        !
 1991.3!                   *    +             !!        0.    .    .         !
 1991.4!                  +  *                !!         .    .  0 .         !
 1992.1!                    +    *            !!         .    .    .0        !
 1992.2!                       +     *        !!         .    .    .0        !
 1992.3!                         *+           !!         .   0.    .         !
 1992.4!                      +   *           !!         .    .   0.         !
 1993.1!                       *+             !!         .   0.    .         !
 1993.2!                     +*               !!         .    .0   .         !
 1993.3!                     +                !!         .    0    .         !
 1993.4!                   +         *        !!         .    .    .      0  !
 1994.1!                         *+           !!         .   0.    .         !
 1994.2!                  *     +             !!        0.    .    .         !
 1994.3!                  +  *                !!         .    .   0.         !
 1994.4!              *     +                 !!       0 .    .    .         !
 1995.1!              +   *                   !!         .    .   0.         !
 1995.2!                 +                    !!         .    0    .         !
 1995.3!                 +*                   !!         .    .0   .         !
 1995.4!                 +*                   !!         .    0    .         !
 1996.1!                 +    *               !!         .    .    .0        !
 1996.2!                   * +                !!         .  0 .    .         !
 1996.3!               *  +                   !!         .0   .    .         !
 1996.4!               +                      !!         .    0    .         !
 1997.1!               +                      !!         .    0    .         !
 1997.2!             * +                      !!         . 0  .    .         !
 1997.3!             +    *                   !!         .    .    0         !
 1997.4!         *      +                     !!     0   .    .    .         !
 1998.1!         +   *                        !!         .    .    0         !
 1998.2!        *    +                        !!        0.    .    .         !
 1998.3!        +    *                        !!         .    .    .0        !
 1998.4!            +    *                    !!         .    .    0         !
 1999.1!              +    *                  !!         .    .    0         !
 1999.2!                 + *                  !!         .    . 0  .         !
 1999.3!               * +                    !!         .  0 .    .         !
 1999.4!               +   *                  !!         .    .    0         !
 2000.1!          *        +                  !!   0     .    .    .         !
 2000.2!          +                           !!         .    0    .         !
 2000.3!         * +                          !!         .  0 .    .         !
 2000.4!         *+                           !!         .  0 .    .         !
 2001.1!          +*                          !!         .    .0   .         !
 2001.2!       *   +                          !!         0    .    .         !
 2001.3!       * +                            !!         .  0 .    .         !
 2001.4!     *  +                             !!         .0   .    .         !
 2002.1!      +    *                          !!         .    .    0         !
 2002.2!          +  *                        !!         .    .  0 .         !
 2002.3!             *+                       !!         .   0.    .         !
 2002.4!         *   +                        !!         .0   .    .         !
 2003.1!          +                           !!         .    0    .         !
 2003.2!         *+                           !!         .  0 .    .         !
 2003.3!         +*                           !!         .    .0   .         !
 2003.4!        * +                           !!         . 0  .    .         !
 2004.1!        +                             !!         .    0    .         !
 2004.2!     *   +                            !!         0    .    .         !
 2004.3!       +                              !!         .    .0   .         !
 2004.4!      * +                             !!         . 0  .    .         !
 2005.1!       +                              !!         .    0    .         !
 2005.2!  *     +                             !!       0 .    .    .         !
 2005.3!     +  *                             !!         .    .  0 .         !
 2005.4!       * +                            !!         .  0 .    .         !
 2006.1!         +  *                         !!         .    .   0.         !
 2006.2!            *+                        !!         .   0.    .         !
 2006.3!            *+                        !!         .   0.    .         !
 2006.4!         *   +                        !!         0    .    .         !
 2007.1!          +*                          !!         .    .0   .         !
 2007.2!            +                         !!         .    0    .         !
 2007.3!            *+                        !!         .   0.    .         !
 2007.4!            *+                        !!         .  0 .    .         !
 2008.1!        *    +                        !!        0.    .    .         !
 2008.2!        *+                            !!         .  0 .    .         !
 2008.3!         *+                           !!         .    0    .         !
 2008.4!    *      +                          !!      0  .    .    .         !
 2009.1!     +    *                           !!         .    .    . 0       !
 2009.2!*         +                           !!  0      .    .    .         !
 2009.3!  + *                                 !!         .    . 0  .         !
 2009.4!      + *                             !!         .    . 0  .         !
 2010.1!  *      +                            !!      0  .    .    .         !
 2010.2!    + *                               !!         .    . 0  .         !
 2010.3!  *     +                             !!       0 .    .    .         !
 2010.4!*   +                                 !!         0    .    .         !
 2011.1!  *+                                  !!         .    0    .         !
 2011.2!     + *                              !!         .    .  0 .         !
 2011.3!  *      +                            !!       0 .    .    .         !
 2011.4!    *+                                !!         .   0.    .         !
 2012.1!      +   *                           !!         .    .   0.         !
 2012.2!      *    +                          !!        0.    .    .         !
 2012.3*        +                             !!    0    .    .    .         !
 2012.4!  +  *                                !!         .    .  0 .         !


     33.51 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKKE=UKPX$/KEPMM;                                                      
 GENR LAAUKKE=LOG(AAUKKE+.00001);                                             
 GENR LAUKKE=LOG(AUKKE+.00001);                                               
 LHS AAUKKE=EXP(LAAUKKE)-.00001;                                              
  EQ 2575 LAAUKKE C LAUKKE(-1) PUKKE;                                         
EQUATION 1437  LAAUKKE  
   RHS     C  LAUKKE(-1)  PUKKE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1437 PLOT=0;END;                                                     

Equation number = 1437
**********************

Dependent variable = LAAUKKE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -1.956775230

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.002248532       0.059433763  -0.03783     1.000000
14720 LAUKKE  ( -1)       0.982608889       0.015052345  65.27945    -1.945959
14718 PUKKE   (  0)      -0.033774624       0.049964084  -0.67598     1.255678

SE of equation            =     0.142655008
Sum of squared residuals  =  3.76483349       0.157251989E-11
Average absolute error    =     0.114226194
Sum of ABS residuals      =  21.4745244    
R squared                 =   0.96424
Durbin-Watson statistic   =   2.41886
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                + *   !!         .    .    .0        !
 1966.2!                                 *+   !!         .   0.    .         !
 1966.3!                                 +  * !!         .    .    .  0      !
 1966.4!                                    +*!!         .    .   0.         !
 1967.1!                                     +*!         .    . 0  .         !
 1967.2!                                      +!         .    0    .         !
 1967.3!                                    *+!!         0    .    .         !
 1967.4!                               *   +  !!    0    .    .    .         !
 1968.1!                               +  *   !!         .    .    .  0      !
 1968.2!                                  +   !!         .    0    .         !
 1968.3!                                 +    !!         .   0.    .         !
 1968.4!                                 +*   !!         .    .  0 .         !
 1969.1!                                  +*  !!         .    .  0 .         !
 1969.2!                                  +  *!!         .    .    .  0      !
 1969.3!                                   * +!!         .0   .    .         !
 1969.4!                                   +* !!         .    . 0  .         !
 1970.1!                                    +*!!         .    .  0 .         !
 1970.2!                                   * +!!         .0   .    .         !
 1970.3!                                  *+  !!         .  0 .    .         !
 1970.4!                                  +   !!         .    . 0  .         !
 1971.1!                                  +   !!         .  0 .    .         !
 1971.2!                                 +  * !!         .    .    . 0       !
 1971.3!                                   *+ !!         .   0.    .         !
 1971.4!                                   +* !!         .    .  0 .         !
 1972.1!                                   *+ !!         . 0  .    .         !
 1972.2!                                  *+  !!         .   0.    .         !
 1972.3!                                  +   !!         .    0    .         !
 1972.4!                                  +  *!!         .    .    .  0      !
 1973.1!                                    +*!!         .    .  0 .         !
 1973.2!                                   * +!!         0    .    .         !
 1973.3!                                   +  !!         .    0    .         !
 1973.4!                                 * +  !!         0    .    .         !
 1974.1!                               * +    !!         .0   .    .         !
 1974.2!                               +*     !!         .    .  0 .         !
 1974.3!                                +     !!         .   0.    .         !
 1974.4!                               *+     !!         .   0.    .         !
 1975.1!                               +*     !!         .    . 0  .         !
 1975.2!                                +*    !!         .    .   0.         !
 1975.3!                                 +*   !!         .    .  0 .         !
 1975.4!                                * +   !!         0    .    .         !
 1976.1!                                +     !!         .    .0   .         !
 1976.2!                                +*    !!         .    . 0  .         !
 1976.3!                               * +    !!         0    .    .         !
 1976.4!                              +*      !!         .    .0   .         !
 1977.1!                            *  +      !!      0  .    .    .         !
 1977.2!                          * +         !!         .0   .    .         !
 1977.3!                          + *         !!         .    .    .0        !
 1977.4!                            +         !!         .    .0   .         !
 1978.1!                            +   *     !!         .    .    .   0     !
 1978.2!                               *+     !!         .  0 .    .         !
 1978.3!                               +      !!         .    . 0  .         !
 1978.4!                               +*     !!         .    . 0  .         !
 1979.1!                                +     !!         .    . 0  .         !
 1979.2!                              * +     !!         .0   .    .         !
 1979.3!                              + *     !!         .    .   0.         !
 1979.4!                              *+      !!         . 0  .    .         !
 1980.1!                              +       !!         .    0    .         !
 1980.2!                              +       !!         .    0    .         !
 1980.3!                             +   *    !!         .    .    .   0     !
 1980.4!                             *  +     !!      0  .    .    .         !
 1981.1!                          *  +        !!        0.    .    .         !
 1981.2!                      *   +           !!     0   .    .    .         !
 1981.3!                     *+               !!         .  0 .    .         !
 1981.4!                     +    *           !!         .    .    .      0  !
 1982.1!                        *+            !!         .0   .    .         !
 1982.2!                       + *            !!         .    .    0         !
 1982.3!                         +            !!         .   0.    .         !
 1982.4!                    *    +            !!   0     .    .    .         !
 1983.1!                    +*                !!         .    .  0 .         !
 1983.2!                     +*               !!         .    .  0 .         !
 1983.3!                  *   +               !!     0   .    .    .         !
 1983.4!                  +   *               !!         .    .    .    0    !
 1984.1!                      +*              !!         .    .0   .         !
 1984.2!                      +  *            !!         .    .    .0        !
 1984.3!                      * +             !!        0.    .    .         !
 1984.4!                      +*              !!         .    .  0 .         !
 1985.1!                       +*             !!         .    . 0  .         !
 1985.2!                      * +             !!         0    .    .         !
 1985.3!                     +*               !!         .    . 0  .         !
 1985.4!                      + *             !!         .    .    0         !
 1986.1!                    *   +             !!   0     .    .    .         !
 1986.2!                  *+                  !!         .  0 .    .         !
 1986.3!                  +                   !!         .   0.    .         !
 1986.4!                 +    *               !!         .    .    .      0  !
 1987.1!                      + *             !!         .    .   0.         !
 1987.2!                      *+              !!         .  0 .    .         !
 1987.3!                      +  *            !!         .    .    .  0      !
 1987.4!                        *+            !!         . 0  .    .         !
 1988.1!                        +*            !!         .    .  0 .         !
 1988.2!                        +*            !!         .    .0   .         !
 1988.3!                       * +            !!         .0   .    .         !
 1988.4!                    *  +              !!        0.    .    .         !
 1989.1!                    +  *              !!         .    .    .  0      !
 1989.2!                       +              !!         .    .0   .         !
 1989.3!                       +              !!         .    0    .         !
 1989.4!                     * +              !!         .0   .    .         !
 1990.1!                     +     *          !!         .    .    .         0
 1990.2!                         * +          !!        0.    .    .         !
 1990.3!                        +             !!         .   0.    .         !
 1990.4!                        +             !!         .    0    .         !
 1991.1!                        +             !!         .    .0   .         !
 1991.2!                      * +             !!         0    .    .         !
 1991.3!                     + *              !!         .    .   0.         !
 1991.4!                     * +              !!         .0   .    .         !
 1992.1!                   * +                !!         0    .    .         !
 1992.2!                  *+                  !!         .  0 .    .         !
 1992.3!               *  +                   !!        0.    .    .         !
 1992.4!               +  *                   !!         .    .    .0        !
 1993.1!                *+                    !!         0    .    .         !
 1993.2!               +   *                  !!         .    .    .   0     !
 1993.3!                 * +                  !!         0    .    .         !
 1993.4!                + *                   !!         .    .  0 .         !
 1994.1!                 *+                   !!         .   0.    .         !
 1994.2!                 +*                   !!         .    .   0.         !
 1994.3!                  +*                  !!         .    . 0  .         !
 1994.4!                   +                  !!         .    . 0  .         !
 1995.1!                   +                  !!         .   0.    .         !
 1995.2!                   +*                 !!         .    .  0 .         !
 1995.3!                 *  +                 !!         0    .    .         !
 1995.4!                 +                    !!         .   0.    .         !
 1996.1!                 +                    !!         .    . 0  .         !
 1996.2!                 +*                   !!         .    . 0  .         !
 1996.3!                  +                   !!         .    0    .         !
 1996.4!                 *+                   !!         .  0 .    .         !
 1997.1!                 +                    !!         .    0    .         !
 1997.2!               * +                    !!         0    .    .         !
 1997.3!           *   +                      !!      0  .    .    .         !
 1997.4!           +     *                    !!         .    .    .        0!
 1998.1!                *+                    !!         .  0 .    .         !
 1998.2!               +                      !!         .   0.    .         !
 1998.3!               +                      !!         .    .0   .         !
 1998.4!              *+                      !!         .  0 .    .         !
 1999.1!              +*                      !!         .    .  0 .         !
 1999.2!              *+                      !!         .  0 .    .         !
 1999.3!              + *                     !!         .    .   0.         !
 1999.4!               +*                     !!         .    .0   .         !
 2000.1!           *    +                     !!   0     .    .    .         !
 2000.2!           +*                         !!         .    . 0  .         !
 2000.3!           *+                         !!         . 0  .    .         !
 2000.4!          + *                         !!         .    .  0 .         !
 2001.1!            +                         !!         .    . 0  .         !
 2001.2!          * +                         !!         0    .    .         !
 2001.3!          +*                          !!         .    . 0  .         !
 2001.4!         * +                          !!         . 0  .    .         !
 2002.1!         +  *                         !!         .    .    . 0       !
 2002.2!            +                         !!         .    . 0  .         !
 2002.3!            +                         !!         .  0 .    .         !
 2002.4!          * +                         !!         .0   .    .         !
 2003.1!          + *                         !!         .    .   0.         !
 2003.2!           +                          !!         .   0.    .         !
 2003.3!           + *                        !!         .    .   0.         !
 2003.4!             +                        !!         .    .0   .         !
 2004.1!           * +                        !!         0    .    .         !
 2004.2!          *+                          !!         .0   .    .         !
 2004.3!          +*                          !!         .    .   0.         !
 2004.4!           +                          !!         .    0    .         !
 2005.1!          *+                          !!         . 0  .    .         !
 2005.2!      *  +                            !!      0  .    .    .         !
 2005.3!      +   *                           !!         .    .    .   0     !
 2005.4!          +                           !!         .    0    .         !
 2006.1!         *+                           !!         . 0  .    .         !
 2006.2!      *  +                            !!         0    .    .         !
 2006.3!       +*                             !!         .    .  0 .         !
 2006.4!     *  +                             !!      0  .    .    .         !
 2007.1!     +*                               !!         .    .  0 .         !
 2007.2!    * +                               !!         0    .    .         !
 2007.3!     +*                               !!         .    .   0.         !
 2007.4!    * +                               !!         0    .    .         !
 2008.1!    *+                                !!         .  0 .    .         !
 2008.2! *  +                                 !!       0 .    .    .         !
 2008.3* +                                    !!        0.    .    .         !
 2008.4+*                                     !!         .    . 0  .         !
 2009.1!+  *                                  !!         .    .    . 0       !
 2009.2!   +  *                               !!         .    .    .  0      !
 2009.3!   *   +                              !!      0  .    .    .         !
 2009.4!    + *                               !!         .    .    .0        !
 2010.1!    * +                               !!        0.    .    .         !
 2010.2!*   +                                 !!   0     .    .    .         !
 2010.3*+                                     !!         . 0  .    .         !
 2010.4+*                                     !!         .    .  0 .         !
 2011.1! +   *                                !!         .    .    .    0    !
 2011.2!     + *                              !!         .    .    0         !
 2011.3!    *  +                              !!     0   .    .    .         !
 2011.4!   *+                                 !!         .   0.    .         !
 2012.1!    +*                                !!         .    .    0         !
 2012.2!   *  +                               !!       0 .    .    .         !
 2012.3!  *+                                  !!         .  0 .    .         !
 2012.4!   +                                  !!         .    .0   .         !


     30.32 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ  2576 LAAFIKE C LAFIKE(-1) PFIKE;SMPL 1979.3 2012.4;OLS;EST 2576 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASKE=ASPX$/KEPMM;                                                      
 GENR LAAASKE=LOG(AAASKE+.00001);                                             
 GENR LAASKE=LOG(AASKE+.00001);                                               
 LHS AAASKE=EXP(LAAASKE)-.00001;                                              
  EQ 2577 LAAASKE C LAASKE(-1) PASKE;                                         
EQUATION 1438  LAAASKE  
   RHS     C  LAASKE(-1)  PASKE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1438 PLOT=0;END;                                                     

Equation number = 1438
**********************

Dependent variable = LAAASKE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.073502825

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.782078093       0.412333022  -4.32194     1.000000
14723 LAASKE  ( -1)       0.472964146       0.063720027   7.42254    -5.066805
14721 PASKE   (  0)      -0.655332222       0.236403242  -2.77209     1.365731

SE of equation            =     0.678670230
Sum of squared residuals  =  85.2097570      -0.139221967E-10
Average absolute error    =     0.527967170
Sum of ABS residuals      =  99.2578280    
R squared                 =   0.28486
Durbin-Watson statistic   =   2.29513
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                  +                   !!         .    0    .         !
 1966.2!                 +    *               !!         .    .  0 .         !
 1966.3!                  +   *               !!         .    . 0  .         !
 1966.4!                   + *                !!         .    .0   .         !
 1967.1!                   +                  !!         .    0    .         !
 1967.2!                   +  *               !!         .    . 0  .         !
 1967.3!                    +   *             !!         .    . 0  .         !
 1967.4!                     +      *         !!         .    .    0         !
 1968.1!                     *+               !!         .   0.    .         !
 1968.2!                  +    *              !!         .    .  0 .         !
 1968.3!                   +    *             !!         .    .  0 .         !
 1968.4!                   +         *        !!         .    .    .0        !
 1969.1!                      +       *       !!         .    .   0.         !
 1969.2!                        + *           !!         .    .0   .         !
 1969.3!                      +  *            !!         .    . 0  .         !
 1969.4!                      +   *           !!         .    .  0 .         !
 1970.1!                       +      *       !!         .    .   0.         !
 1970.2!                         +    *       !!         .    .  0 .         !
 1970.3!                          +*          !!         .    .0   .         !
 1970.4!                        +   *         !!         .    . 0  .         !
 1971.1!                         +*           !!         .    0    .         !
 1971.2!                        +    *        !!         .    .  0 .         !
 1971.3!                          +    *      !!         .    .  0 .         !
 1971.4!                           +  *       !!         .    . 0  .         !
 1972.1!                          +           *!         .    .    . 0       !
 1972.2!                              +      *!!         .    .    0         !
 1972.3!                         *   +        !!         .  0 .    .         !
 1972.4!                      +   *           !!         .    . 0  .         !
 1973.1!                   *+                 !!         .   0.    .         !
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 1973.4!                 * +                  !!         .   0.    .         !
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 1974.3!               *+                     !!         .    0    .         !
 1974.4!                 +          *         !!         .    .    .0        !
 1975.1!                       +          *   !!         .    .    .0        !
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 1975.3!               *         +            !!        0.    .    .         !
 1975.4!                +          *          !!         .    .    .0        !
 1976.1!                      +*              !!         .    0    .         !
 1976.2!              *     +                 !!         .0   .    .         !
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 1976.4!                    *     +           !!         . 0  .    .         !
 1977.1!              *     +                 !!         . 0  .    .         !
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 1977.3!                *         +           !!        0.    .    .         !
 1977.4!                  +            *      !!         .    .    .  0      !
 1978.1!                   *      +           !!         .0   .    .         !
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 1978.4!                         +            !!         .    0    .         !
 1979.1!                       +      *       !!         .    .   0.         !
 1979.2!                         +    *       !!         .    .  0 .         !
 1979.3!                *        +            !!        0.    .    .         !
 1979.4!                  +       *           !!         .    .    0         !
 1980.1!                        *+            !!         .    0    .         !
 1980.2!                      *+              !!         .    0    .         !
 1980.3!                    *+                !!         .   0.    .         !
 1980.4!                     +  *             !!         .    . 0  .         !
 1981.1!                      +       *       !!         .    .    0         !
 1981.2!                 *    +               !!         . 0  .    .         !
 1981.3!              +                       !!         .    0    .         !
 1981.4!         *     +                      !!         .0   .    .         !
 1982.1!               +       *              !!         .    .    0         !
 1982.2!                    +  *              !!         .    . 0  .         !
 1982.3!                *   +                 !!         .  0 .    .         !
 1982.4!                  +   *               !!         .    . 0  .         !
 1983.1! *                 +                  !!   0     .    .    .         !
 1983.2!          +                *          !!         .    .    .    0    !
 1983.3!           *           +              !!       0 .    .    .         !
 1983.4!              +        *              !!         .    .    .0        !
 1984.1!                     +          *     !!         .    .    . 0       !
 1984.2!*                       +             !0         .    .    .         !
 1984.3!         +                  *         !!         .    .    .      0  !
 1984.4!                       + *            !!         .    .0   .         !
 1985.1!                      + *             !!         .    .0   .         !
 1985.2!                       +            * !!         .    .    .  0      !
 1985.3!                            +      *  !!         .    .   0.         !
 1985.4!                  *         +         !!        0.    .    .         !
 1986.1!                   * +                !!         .   0.    .         !
 1986.2!        *         +                   !!        0.    .    .         !
 1986.3!               +      *               !!         .    .   0.         !
 1986.4!                      + *             !!         .    .0   .         !
 1987.1!          *            +              !!      0  .    .    .         !
 1987.2*                 +                    !!   0     .    .    .         !
 1987.3!       *   +                          !!         . 0  .    .         !
 1987.4!       *       +                      !!         0    .    .         !
 1988.1!               +     *                !!         .    .   0.         !
 1988.2!          *         +                 !!        0.    .    .         !
 1988.3!               +          *           !!         .    .    .0        !
 1988.4!                      + *             !!         .    .0   .         !
 1989.1!        *             +               !!      0  .    .    .         !
 1989.2!             +*                       !!         .    0    .         !
 1989.3! *               +                    !!    0    .    .    .         !
 1989.4!           +    *                     !!         .    .  0 .         !
 1990.1!              *    +                  !!         . 0  .    .         !
 1990.2!             *    +                   !!         . 0  .    .         !
 1990.3!              *   +                   !!         .  0 .    .         !
 1990.4!        *          +                  !!       0 .    .    .         !
 1991.1!                 +*                   !!         .    .0   .         !
 1991.2!           *       +                  !!         0    .    .         !
 1991.3!               *+                     !!         .    0    .         !
 1991.4!                 * +                  !!         .   0.    .         !
 1992.1!        *           +                 !!       0 .    .    .         !
 1992.2!             * +                      !!         .   0.    .         !
 1992.3!         *        +                   !!         0    .    .         !
 1992.4!           *    +                     !!         . 0  .    .         !
 1993.1!         *       +                    !!         0    .    .         !
 1993.2!         *      +                     !!         .0   .    .         !
 1993.3!          *     +                     !!         .0   .    .         !
 1993.4!           *    +                     !!         . 0  .    .         !
 1994.1!    *           +                     !!       0 .    .    .         !
 1994.2!        *      +                      !!         .0   .    .         !
 1994.3!                 +  *                 !!         .    . 0  .         !
 1994.4!              *       +               !!         0    .    .         !
 1995.1!                *  +                  !!         .  0 .    .         !
 1995.2!                *   +                 !!         . 0  .    .         !
 1995.3!              *     +                 !!         .0   .    .         !
 1995.4!                *  +                  !!         .  0 .    .         !
 1996.1!                   +      *           !!         .    .   0.         !
 1996.2!                        +    *        !!         .    .  0 .         !
 1996.3!                         +            !!         .    0    .         !
 1996.4!                       +    *         !!         .    . 0  .         !
 1997.1!      *                  +            !!  0      .    .    .         !
 1997.2!              +                    *  !!         .    .    .       0 !
 1997.3!                       *   +          !!         .  0 .    .         !
 1997.4!            *        +                !!        0.    .    .         !
 1998.1!                +  *                  !!         .    .0   .         !
 1998.2!                    +      *          !!         .    .   0.         !
 1998.3!                     *  +             !!         .  0 .    .         !
 1998.4!                     +  *             !!         .    . 0  .         !
 1999.1!                      +            *  !!         .    .    .  0      !
 1999.2!                           +         *!!         .    .    .0        !
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 1999.4!                         +*           !!         .    0    .         !
 2000.1!                        +          *  !!         .    .    .0        !
 2000.2!                       *   +          !!         .  0 .    .         !
 2000.3!                      +            *  !!         .    .    .  0      !
 2000.4!                           +       *  !!         .    .    0         !
 2001.1!                            +      *  !!         .    .   0.         !
 2001.2!                  *        +          !!         0    .    .         !
 2001.3!                     +        *       !!         .    .    .0        !
 2001.4!                          +       *   !!         .    .    0         !
 2002.1!                           +  *       !!         .    . 0  .         !
 2002.2!                         +       *    !!         .    .    0         !
 2002.3!                          * +         !!         .   0.    .         !
 2002.4!                         +    *       !!         .    .  0 .         !
 2003.1!            *             +           !!     0   .    .    .         !
 2003.2!                 +                    !!         .    0    .         !
 2003.3!                    +  *              !!         .    . 0  .         !
 2003.4!                      +*              !!         .    0    .         !
 2004.1!                 *    +               !!         . 0  .    .         !
 2004.2!                   + *                !!         .    .0   .         !
 2004.3!                 *    +               !!         . 0  .    .         !
 2004.4!                   +     *            !!         .    .  0 .         !
 2005.1!                     * +              !!         .   0.    .         !
 2005.2!               *    +                 !!         . 0  .    .         !
 2005.3!                  + *                 !!         .    .0   .         !
 2005.4!                    +                 !!         .    0    .         !
 2006.1!                   + *                !!         .    .0   .         !
 2006.2!           *        +                 !!         0    .    .         !
 2006.3!                +   *                 !!         .    .  0 .         !
 2006.4!                    +                 !!         .    0    .         !
 2007.1!                 * +                  !!         .   0.    .         !
 2007.2!             *    +                   !!         . 0  .    .         !
 2007.3!                +                     !!         .    0    .         !
 2007.4!               *  +                   !!         .  0 .    .         !
 2008.1!               * +                    !!         .  0 .    .         !
 2008.2!             *  +                     !!         .   0.    .         !
 2008.3!              +*                      !!         .    .0   .         !
 2008.4!             *  +                     !!         .  0 .    .         !
 2009.1!        *    +                        !!         . 0  .    .         !
 2009.2!        *   +                         !!         . 0  .    .         !
 2009.3!            * +                       !!         .   0.    .         !
 2009.4! *             +                      !!     0   .    .    .         !
 2010.1!          +                           !!         .    0    .         !
 2010.2!      *     +                         !!         . 0  .    .         !
 2010.3!*         +                           !!        0.    .    .         !
 2010.4!        +   *                         !!         .    .  0 .         !
 2011.1!             + *                      !!         .    .0   .         !
 2011.2!          *   +                       !!         .  0 .    .         !
 2011.3!          + *                         !!         .    .0   .         !
 2011.4!     *     +                          !!         .0   .    .         !
 2012.1!        *+                            !!         .    0    .         !
 2012.2!         * +                          !!         .   0.    .         !
 2012.3!         * +                          !!         .   0.    .         !
 2012.4!        *    +                        !!         . 0  .    .         !


     29.26 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSOKE=SOPX$/KEPMM;                                                      
 GENR LAASOKE=LOG(AASOKE+.00001);                                             
 GENR LASOKE=LOG(ASOKE+.00001);                                               
 LHS AASOKE=EXP(LAASOKE)-.00001;                                              
  EQ 2578 LAASOKE C LASOKE(-1) PSOKE;                                         
EQUATION 1439  LAASOKE  
   RHS     C  LASOKE(-1)  PSOKE  
 SMPL 1991.1 2012.4;                                                          
Sample period is now  1991.1 to  2012.4 Internally:   157 to   244
 OLS;EST 1439 PLOT=0;END;                                                     

Equation number = 1439
**********************

Dependent variable = LAASOKE 

 1991.1 -   2012.4,    0 missing obs.,   88 obs. used.

Mean of dependent variable       -2.733498649

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.288297888       0.337098148  -0.85523     1.000000
14726 LASOKE  ( -1)       0.840924499       0.042417502  19.82494    -2.754503
14724 PSOKE   (  0)      -0.105940260       0.269161932  -0.39359     1.216457

SE of equation            =     0.284399832
Sum of squared residuals  =  6.87507749       0.320254934E-11
Average absolute error    =     0.181393382
Sum of ABS residuals      =  15.9626176    
R squared                 =   0.82451
Durbin-Watson statistic   =   2.44076
SMPL and No. Obs.         = 1991.1   2012.4     88

Plot of actual(*) and fitted(+) values and residuals(0)


 1991.1!   *  +                               !!           0  .  .           !
 1991.2*       +                              !!      0    .  .  .           !
 1991.3!    +                                 !!           . 0.  .           !
 1991.4*        +                             !!      0    .  .  .           !
 1992.1!    +               *                 !!           .  .  .           0
 1992.2!                     +                !!           . 0.  .           !
 1992.3!                      +               !!           .  0  .           !
 1992.4!                   *   +              !!          0.  .  .           !
 1993.1!                     +                !!           .  0  .           !
 1993.2!                       +*             !!           .  .0 .           !
 1993.3!                       * +            !!           .0 .  .           !
 1993.4!                      * +             !!           .0 .  .           !
 1994.1!                        +         *   !!           .  .  .      0    !
 1994.2!                                 *+   !!           . 0.  .           !
 1994.3!                                *+    !!           . 0.  .           !
 1994.4!                                +*    !!           .  .0 .           !
 1995.1!                                 +*   !!           .  . 0.           !
 1995.2!                                  + * !!           .  .0 .           !
 1995.3!                                  *+  !!           . 0.  .           !
 1995.4!                                * +   !!           . 0.  .           !
 1996.1!                             *  +     !!           0  .  .           !
 1996.2!                             +     *  !!           .  .  .  0        !
 1996.3!                                *  +  !!           .0 .  .           !
 1996.4!                                +*    !!           .  .0 .           !
 1997.1!                                 +*   !!           .  .0 .           !
 1997.2!                                  +  *!!           .  .  0           !
 1997.3!                                    + *!           .  . 0.           !
 1997.4!                                 *   +!!           0  .  .           !
 1998.1!                                *+    !!           .  0  .           !
 1998.2!                                +     !!           .  0  .           !
 1998.3!                                +*    !!           .  .0 .           !
 1998.4!                              *  +    !!           0  .  .           !
 1999.1!                              +*      !!           .  .0 .           !
 1999.2!                               +*     !!           .  .0 .           !
 1999.3!                                + *   !!           .  . 0.           !
 1999.4!                                 *+   !!           . 0.  .           !
 2000.1!                               * +    !!           .0 .  .           !
 2000.2!                             * +      !!           .0 .  .           !
 2000.3!                             +    *   !!           .  .  . 0         !
 2000.4!                                  +   !!           .  0  .           !
 2001.1!                                 *+   !!           . 0.  .           !
 2001.2!                               *+     !!           . 0.  .           !
 2001.3!                               +*     !!           .  .0 .           !
 2001.4!                               *+     !!           . 0.  .           !
 2002.1!                               + *    !!           .  .0 .           !
 2002.2!                                + *   !!           .  .0 .           !
 2002.3!                                 +    !!           . 0.  .           !
 2002.4!                                 +    !!           .  0  .           !
 2003.1!                                 +    !!           .  .0 .           !
 2003.2!                                *+    !!           . 0.  .           !
 2003.3!                                + *   !!           .  . 0.           !
 2003.4!                                 +    !!           . 0.  .           !
 2004.1!                                + *   !!           .  . 0.           !
 2004.2!                                *+    !!           . 0.  .           !
 2004.3!                                + *   !!           .  . 0.           !
 2004.4!                                  +*  !!           .  .0 .           !
 2005.1!                                 *+   !!           . 0.  .           !
 2005.2!                                *+    !!           . 0.  .           !
 2005.3!                                +     !!           .  0  .           !
 2005.4!                               + *    !!           .  . 0.           !
 2006.1!                                *+    !!           . 0.  .           !
 2006.2!                                +*    !!           .  .0 .           !
 2006.3!                             *   +    !!          0.  .  .           !
 2006.4!                             +        !!           .  0  .           !
 2007.1!                             +*       !!           .  .0 .           !
 2007.2!                              +       !!           .  0  .           !
 2007.3!                              +   *   !!           .  .  0           !
 2007.4!                               * +    !!           .0 .  .           !
 2008.1!                               *+     !!           . 0.  .           !
 2008.2!                               + *    !!           .  .0 .           !
 2008.3!                                 +    !!           .  0  .           !
 2008.4!                                 +    !!           .  0  .           !
 2009.1!                                 + *  !!           .  . 0.           !
 2009.2!                                  + * !!           .  .0 .           !
 2009.3!                                *  +  !!           0  .  .           !
 2009.4!                                + *   !!           .  . 0.           !
 2010.1!                                 +    !!           .  0  .           !
 2010.2!                                 + *  !!           .  . 0.           !
 2010.3!                               *  +   !!           0  .  .           !
 2010.4!                               + *    !!           .  . 0.           !
 2011.1!                             *   +    !!           0  .  .           !
 2011.2!                              +       !!           .  0  .           !
 2011.3!                              +       !!           .  0  .           !
 2011.4!                             *+       !!           . 0.  .           !
 2012.1!                            * +       !!           .0 .  .           !
 2012.2!                            +         !!           . 0.  .           !
 2012.3!                         *  +         !!           0  .  .           !
 2012.4!                     *     +          !!         0 .  .  .           !


     15.91 percent of the residuals exceed 1 SE
      5.68 percent of the residuals exceed 2 SE
@@EQ 2579 LAAKOKE C LAKOKE(-1) PKOKE;SMPL 1994.3 2012.4;OLS;EST 2579 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEKE=BEPX$Q/KEPMM;                                                     
 GENR LAABEKE=LOG(AABEKE+.00001);                                             
 GENR LABEKE=LOG(ABEKE+.00001);                                               
 LHS AABEKE=EXP(LAABEKE)-.00001;                                              
  EQ 2580 LAABEKE C LABEKE(-1) PBEKE;                                         
EQUATION 1440  LAABEKE  
   RHS     C  LABEKE(-1)  PBEKE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1440 PLOT=0;END;                                                     

Equation number = 1440
**********************

Dependent variable = LAABEKE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.911728043

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.617810363       0.300951330  -5.37565     1.000000
14729 LABEKE  ( -1)       0.579803103       0.060025900   9.65922    -3.910087
14727 PBEKE   (  0)      -0.022086535       0.159031902  -0.13888     1.215079

SE of equation            =     0.282058985
Sum of squared residuals  =  14.7180951      -0.204729567E-10
Average absolute error    =     0.217405285
Sum of ABS residuals      =  40.8721936    
R squared                 =   0.33560
Durbin-Watson statistic   =   2.31545
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                  +      *            !!         .    .    . 0       !
 1966.2!                     *+               !!         .   0.    .         !
 1966.3!                   +*                 !!         .    0    .         !
 1966.4!                   +   *              !!         .    .   0.         !
 1967.1!                     +     *          !!         .    .    .0        !
 1967.2!                     * +              !!         .  0 .    .         !
 1967.3!          *        +                  !!     0   .    .    .         !
 1967.4!             +            *           !!         .    .    .      0  !
 1968.1!                   *  +               !!         . 0  .    .         !
 1968.2!        *         +                   !!    0    .    .    .         !
 1968.3!            +         *               !!         .    .    .   0     !
 1968.4!       *            +                 !!  0      .    .    .         !
 1969.1!           +                          !!         .    0    .         !
 1969.2!        *     +                       !!        0.    .    .         !
 1969.3!          * +                         !!         .  0 .    .         !
 1969.4!             +      *                 !!         .    .    .0        !
 1970.1!                   +*                 !!         .    . 0  .         !
 1970.2!       *           +                  !!  0      .    .    .         !
 1970.3!        *  +                          !!         . 0  .    .         !
 1970.4!            +     *                   !!         .    .    .0        !
 1971.1!                * +                   !!         .  0 .    .         !
 1971.2!                 +*                   !!         .    .0   .         !
 1971.3!                * +                   !!         .  0 .    .         !
 1971.4!                +                     !!         .   0.    .         !
 1972.1!                +*                    !!         .    .0   .         !
 1972.2!                 +  *                 !!         .    . 0  .         !
 1972.3!                   +*                 !!         .    .0   .         !
 1972.4!               *   +                  !!         .0   .    .         !
 1973.1!        *       +                     !!      0  .    .    .         !
 1973.2!            +   *                     !!         .    .   0.         !
 1973.3!                 +*                   !!         .    .0   .         !
 1973.4!                  +       *           !!         .    .    .  0      !
 1974.1!                      +*              !!         .    0    .         !
 1974.2!                    +     *           !!         .    .    .0        !
 1974.3!                      *+              !!         .   0.    .         !
 1974.4!                *   +                 !!         . 0  .    .         !
 1975.1!                 +  *                 !!         .    .  0 .         !
 1975.2!              *    +                  !!         0    .    .         !
 1975.3!               +*                     !!         .    .0   .         !
 1975.4!               *+                     !!         .  0 .    .         !
 1976.1!                +*                    !!         .    .0   .         !
 1976.2!                 + *                  !!         .    . 0  .         !
 1976.3!               *  +                   !!         . 0  .    .         !
 1976.4!            *   +                     !!         .0   .    .         !
 1977.1!              +*                      !!         .    .0   .         !
 1977.2!            *   +                     !!         .0   .    .         !
 1977.3!            * +                       !!         .  0 .    .         !
 1977.4!              +*                      !!         .    .0   .         !
 1978.1!                +   *                 !!         .    .   0.         !
 1978.2!         *         +                  !!     0   .    .    .         !
 1978.3!             +   *                    !!         .    .   0.         !
 1978.4!                 +        *           !!         .    .    .   0     !
 1979.1!                 *    +               !!        0.    .    .         !
 1979.2!                 +            *       !!         .    .    .       0 !
 1979.3!               *         +            !!    0    .    .    .         !
 1979.4!                +  *                  !!         .    .  0 .         !
 1980.1!            *      +                  !!        0.    .    .         !
 1980.2!         *    +                       !!         0    .    .         !
 1980.3!            *+                        !!         .   0.    .         !
 1980.4!              + *                     !!         .    . 0  .         !
 1981.1!         *       +                    !!       0 .    .    .         !
 1981.2!          *  +                        !!         .  0 .    .         !
 1981.3!            *+                        !!         .   0.    .         !
 1981.4!              +             *         !!         .    .    .        0!
 1982.1!               *        +             !!     0   .    .    .         !
 1982.2!               *+                     !!         .   0.    .         !
 1982.3!         *      +                     !!        0.    .    .         !
 1982.4!             +*                       !!         .    .0   .         !
 1983.1!               +                      !!         .    0    .         !
 1983.2!                +                     !!         .   0.    .         !
 1983.3!                +  *                  !!         .    . 0  .         !
 1983.4!                  +                   !!         .    0    .         !
 1984.1!                  +      *            !!         .    .    . 0       !
 1984.2!                      +  *            !!         .    .  0 .         !
 1984.3!                     *+               !!         .   0.    .         !
 1984.4!                   +   *              !!         .    .  0 .         !
 1985.1!                    +       *         !!         .    .    . 0       !
 1985.2!                  *     +             !!        0.    .    .         !
 1985.3!                  +*                  !!         .    .0   .         !
 1985.4!                  +*                  !!         .    .0   .         !
 1986.1!             *    +                   !!         0    .    .         !
 1986.2!               +                      !!         .    0    .         !
 1986.3!                +*                    !!         .    .0   .         !
 1986.4!                 +           *        !!         .    .    .     0   !
 1987.1!                  *     +             !!        0.    .    .         !
 1987.2!                 +    *               !!         .    .   0.         !
 1987.3!                *   +                 !!         .0   .    .         !
 1987.4!                +      *              !!         .    .    .0        !
 1988.1!                  * +                 !!         .  0 .    .         !
 1988.2!           *      +                   !!       0 .    .    .         !
 1988.3!             +    *                   !!         .    .   0.         !
 1988.4!               *  +                   !!         . 0  .    .         !
 1989.1!                +       *             !!         .    .    .  0      !
 1989.2!                     +*               !!         .    .0   .         !
 1989.3!                    +   *             !!         .    .   0.         !
 1989.4!                   * +                !!         .  0 .    .         !
 1990.1!                  +          *        !!         .    .    .     0   !
 1990.2!                        +        *    !!         .    .    .  0      !
 1990.3!                          +  *        !!         .    . 0  .         !
 1990.4!                        +             *!         .    .    .        0!
 1991.1!                             +   *    !!         .    .   0.         !
 1991.2!                          +  *        !!         .    .  0 .         !
 1991.3!                        +     *       !!         .    .    .0        !
 1991.4!                        *+            !!         .   0.    .         !
 1992.1!                     +   *            !!         .    .   0.         !
 1992.2!                      +     *         !!         .    .    .0        !
 1992.3!                       +              !!         .    0    .         !
 1992.4!                     +       *        !!         .    .    .  0      !
 1993.1!                    *   +             !!         .0   .    .         !
 1993.2!                   +    *             !!         .    .    0         !
 1993.3!                     + *              !!         .    . 0  .         !
 1993.4!                     +     *          !!         .    .    .0        !
 1994.1!                       + *            !!         .    . 0  .         !
 1994.2!                     +      *         !!         .    .    .0        !
 1994.3!                        +   *         !!         .    .    0         !
 1994.4!               *        +             !!     0   .    .    .         !
 1995.1!                + *                   !!         .    . 0  .         !
 1995.2!                 +    *               !!         .    .    0         !
 1995.3!                    +                 !!         .    0    .         !
 1995.4!                   +  *               !!         .    .   0.         !
 1996.1!                    +   *             !!         .    .   0.         !
 1996.2!                     +  *             !!         .    .  0 .         !
 1996.3!                     +                !!         .    0    .         !
 1996.4!                   +*                 !!         .    .0   .         !
 1997.1!                 * +                  !!         .  0 .    .         !
 1997.2!                 + *                  !!         .    . 0  .         !
 1997.3!            *     +                   !!        0.    .    .         !
 1997.4!              +   *                   !!         .    .   0.         !
 1998.1!                  +    *              !!         .    .    0         !
 1998.2!           *         +                !!     0   .    .    .         !
 1998.3!         *    +                       !!         0    .    .         !
 1998.4!          * +                         !!         .  0 .    .         !
 1999.1!             +                        !!         .    0    .         !
 1999.2!              +  *                    !!         .    . 0  .         !
 1999.3!                *+                    !!         .   0.    .         !
 1999.4!              * +                     !!         .  0 .    .         !
 2000.1!        *      +                      !!       0 .    .    .         !
 2000.2!        *   +                         !!         . 0  .    .         !
 2000.3!            +       *                 !!         .    .    .  0      !
 2000.4!                   + *                !!         .    . 0  .         !
 2001.1!              *    +                  !!         0    .    .         !
 2001.2!                + *                   !!         .    . 0  .         !
 2001.3!                  +*                  !!         .    .0   .         !
 2001.4!                  +                   !!         .   0.    .         !
 2002.1!                  +      *            !!         .    .    . 0       !
 2002.2!                    *+                !!         .   0.    .         !
 2002.3!                   +*                 !!         .    .0   .         !
 2002.4!                   +*                 !!         .    .0   .         !
 2003.1!                   +         *        !!         .    .    .    0    !
 2003.2!              *         +             !!    0    .    .    .         !
 2003.3!             * +                      !!         .  0 .    .         !
 2003.4!               +    *                 !!         .    .    0         !
 2004.1!                  *+                  !!         .   0.    .         !
 2004.2!                 +*                   !!         .    0    .         !
 2004.3!                  +                   !!         .    .0   .         !
 2004.4!                 *+                   !!         .   0.    .         !
 2005.1!             *   +                    !!         .0   .    .         !
 2005.2!           *   +                      !!         .0   .    .         !
 2005.3!              +   *                   !!         .    .   0.         !
 2005.4!              *   +                   !!         .0   .    .         !
 2006.1!             * +                      !!         .  0 .    .         !
 2006.2!            *  +                      !!         . 0  .    .         !
 2006.3!            * +                       !!         .  0 .    .         !
 2006.4!              +                       !!         .   0.    .         !
 2007.1!      *        +                      !!     0   .    .    .         !
 2007.2!           +        *                 !!         .    .    .   0     !
 2007.3!                 * +                  !!         .  0 .    .         !
 2007.4!        *        +                    !!      0  .    .    .         !
 2008.1!       *    +                         !!         .0   .    .         !
 2008.2!           +*                         !!         .    .0   .         !
 2008.3!              +*                      !!         .    .0   .         !
 2008.4!          *     +                     !!         0    .    .         !
 2009.1!           * +                        !!         .  0 .    .         !
 2009.2!        *     +                       !!         0    .    .         !
 2009.3!            +*                        !!         .    .0   .         !
 2009.4*               +                      !0         .    .    .         !
 2010.1!       +                              !!         .    .0   .         !
 2010.2! *         +                          !!    0    .    .    .         !
 2010.3!       *+                             !!         .   0.    .         !
 2010.4!     *     +                          !!        0.    .    .         !
 2011.1!          +                           !!         .   0.    .         !
 2011.2!         *   +                        !!         .0   .    .         !
 2011.3!         *  +                         !!         . 0  .    .         !
 2011.4!             +   *                    !!         .    .    0         !
 2012.1!    *            +                    !! 0       .    .    .         !
 2012.2!     *   +                            !!         .0   .    .         !
 2012.3!   *      +                           !!       0 .    .    .         !
 2012.4!         +  *                         !!         .    .  0 .         !


     29.79 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ  2581 LAADEKE C LADEKE(-1) PDEKE;SMPL 1968.4 2012.4;OLS;EST 2581 PLOT=0;EN
@EQ  2582 LAANOKE C LANOKE(-1) PNOKE;SMPL 1977.1 2012.4;OLS;EST 2582 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWKE=SWPX$Q/KEPMM;                                                     
 GENR LAASWKE=LOG(AASWKE+.00001);                                             
 GENR LASWKE=LOG(ASWKE+.00001);                                               
 LHS AASWKE=EXP(LAASWKE)-.00001;                                              
  EQ 2583 LAASWKE C LASWKE(-1) PSWKE;                                         
EQUATION 1441  LAASWKE  
   RHS     C  LASWKE(-1)  PSWKE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1441 PLOT=0;END;                                                     

Equation number = 1441
**********************

Dependent variable = LAASWKE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.694950906

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.176181709       0.308063384  -3.81799     1.000000
14732 LASWKE  ( -1)       0.739689365       0.050737865  14.57865    -4.688523
14730 PSWKE   (  0)      -0.035744861       0.166428433  -0.21478     1.418913

SE of equation            =     0.381927958
Sum of squared residuals  =  26.9857586      -0.275850454E-10
Average absolute error    =     0.284813645
Sum of ABS residuals      =  53.5449653    
R squared                 =   0.54250
Durbin-Watson statistic   =   2.40592
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                  * +                 !!         .   0.    .         !
 1966.2!                  +  *                !!         .    .  0 .         !
 1966.3!                    +                 !!         .    0    .         !
 1966.4!                   + *                !!         .    . 0  .         !
 1967.1!                *   +                 !!         .0   .    .         !
 1967.2!                +*                    !!         .    .0   .         !
 1967.3!                 + *                  !!         .    . 0  .         !
 1967.4!                  +  *                !!         .    . 0  .         !
 1968.1!                *   +                 !!         . 0  .    .         !
 1968.2!                + *                   !!         .    . 0  .         !
 1968.3!                 +                    !!         .    0    .         !
 1968.4!                 +                    !!         .    0    .         !
 1969.1!                 +  *                 !!         .    .  0 .         !
 1969.2!                 * +                  !!         .   0.    .         !
 1969.3!                 + *                  !!         .    . 0  .         !
 1969.4!                  +        *          !!         .    .    . 0       !
 1970.1!                 *      +             !!        0.    .    .         !
 1970.2!                 +         *          !!         .    .    .  0      !
 1970.3!                 *      +             !!        0.    .    .         !
 1970.4!               * +                    !!         .  0 .    .         !
 1971.1!               +              *       !!         .    .    .      0  !
 1971.2!              *           +           !!    0    .    .    .         !
 1971.3!               +       *              !!         .    .    . 0       !
 1971.4!                      + *             !!         .    . 0  .         !
 1972.1!                      +         *     !!         .    .    .  0      !
 1972.2!                           *+         !!         .    0    .         !
 1972.3!                         + *          !!         .    . 0  .         !
 1972.4!                       * +            !!         .   0.    .         !
 1973.1!                      +     *         !!         .    .    0         !
 1973.2!                        *+            !!         .   0.    .         !
 1973.3!                      +          *    !!         .    .    .   0     !
 1973.4!                           * +        !!         .   0.    .         !
 1974.1!                         +   *        !!         .    .   0.         !
 1974.2!                          +           !!         .    0    .         !
 1974.3!                       +    *         !!         .    .   0.         !
 1974.4!                         +        *   !!         .    .    . 0       !
 1975.1!                          *  +        !!         . 0  .    .         !
 1975.2!                       +  *           !!         .    . 0  .         !
 1975.3!                       +       *      !!         .    .    .0        !
 1975.4!                           +  *       !!         .    .  0 .         !
 1976.1!                          + *         !!         .    .0   .         !
 1976.2!                     *   +            !!         . 0  .    .         !
 1976.3!                    + *               !!         .    . 0  .         !
 1976.4!                    +                 !!         .    0    .         !
 1977.1!            *      +                  !!        0.    .    .         !
 1977.2!             +          *             !!         .    .    .   0     !
 1977.3!                     *+               !!         .   0.    .         !
 1977.4!               *    +                 !!         0    .    .         !
 1978.1!               +      *               !!         .    .    .0        !
 1978.2!                    *+                !!         .    0    .         !
 1978.3!                    +       *         !!         .    .    . 0       !
 1978.4!                      *  +            !!         . 0  .    .         !
 1979.1!                    +     *           !!         .    .    0         !
 1979.2!                        +  *          !!         .    .  0 .         !
 1979.3!                        +           * !!         .    .    .    0    !
 1979.4!                               +      !!         .    0    .         !
 1980.1!                           + *        !!         .    . 0  .         !
 1980.2!                   *      +           !!        0.    .    .         !
 1980.3!                  +       *           !!         .    .    .0        !
 1980.4!                       + *            !!         .    .0   .         !
 1981.1!               *       +              !!       0 .    .    .         !
 1981.2!               +*                     !!         .    .0   .         !
 1981.3!                +     *               !!         .    .    .0        !
 1981.4!                     +           *    !!         .    .    .    0    !
 1982.1!                   *         +        !!     0   .    .    .         !
 1982.2!                  +                   !!         .    0    .         !
 1982.3!                  +             *     !!         .    .    .      0  !
 1982.4!                            +*        !!         .    .0   .         !
 1983.1!                        * +           !!         .  0 .    .         !
 1983.2!                      +         *     !!         .    .    .   0     !
 1983.3!                            +*        !!         .    .0   .         !
 1983.4!                          +           *!         .    .    .    0    !
 1984.1!                         *      +     !!        0.    .    .         !
 1984.2!                   *   +              !!         .0   .    .         !
 1984.3!                  +*                  !!         .    0    .         !
 1984.4!                  +*                  !!         .    .0   .         !
 1985.1!                  *+                  !!         .   0.    .         !
 1985.2!                  +            *      !!         .    .    .     0   !
 1985.3!                           + *        !!         .    .0   .         !
 1985.4!                      *   +           !!         . 0  .    .         !
 1986.1!                  *  +                !!         .  0 .    .         !
 1986.2!            *    +                    !!         0    .    .         !
 1986.3!             +     *                  !!         .    .    .0        !
 1986.4!                *  +                  !!         .  0 .    .         !
 1987.1!                +   *                 !!         .    .  0 .         !
 1987.2!                   +  *               !!         .    . 0  .         !
 1987.3!                    +   *             !!         .    .  0 .         !
 1987.4!                      +    *          !!         .    .    0         !
 1988.1!                    *   +             !!         . 0  .    .         !
 1988.2!                   +*                 !!         .    0    .         !
 1988.3!                   +    *             !!         .    .   0.         !
 1988.4!                      +*              !!         .    .0   .         !
 1989.1!           *         +                !!     0   .    .    .         !
 1989.2!            +                 *       !!         .    .    .         0
 1989.3!                        * +           !!         .  0 .    .         !
 1989.4!         *            +               !!   0     .    .    .         !
 1990.1!           + *                        !!         .    . 0  .         !
 1990.2!              +       *               !!         .    .    . 0       !
 1990.3!                    +  *              !!         .    . 0  .         !
 1990.4!                     +*               !!         .    0    .         !
 1991.1!           *        +                 !!      0  .    .    .         !
 1991.2!            +    *                    !!         .    .   0.         !
 1991.3!             *   +                    !!         . 0  .    .         !
 1991.4!              + *                     !!         .    . 0  .         !
 1992.1!             *  +                     !!         .  0 .    .         !
 1992.2!       *      +                       !!        0.    .    .         !
 1992.3!    *    +                            !!         .0   .    .         !
 1992.4!       +*                             !!         .    .0   .         !
 1993.1!          +  *                        !!         .    . 0  .         !
 1993.2!      *       +                       !!       0 .    .    .         !
 1993.3!    *    +                            !!         .0   .    .         !
 1993.4!       +   *                          !!         .    .  0 .         !
 1994.1!      *     +                         !!         0    .    .         !
 1994.2!     *   +                            !!         .0   .    .         !
 1994.3!    *   +                             !!         . 0  .    .         !
 1994.4!       +    *                         !!         .    .   0.         !
 1995.1!         *   +                        !!         .0   .    .         !
 1995.2!        *  +                          !!         . 0  .    .         !
 1995.3!     *    +                           !!         .0   .    .         !
 1995.4!       *+                             !!         .    0    .         !
 1996.1!          +*                          !!         .    .0   .         !
 1996.2!            +                         !!         .   0.    .         !
 1996.3!          *  +                        !!         .  0 .    .         !
 1996.4!            +                         !!         .    .0   .         !
 1997.1!       *     +                        !!        0.    .    .         !
 1997.2!      *  +                            !!         .  0 .    .         !
 1997.3!        *+                            !!         .   0.    .         !
 1997.4!         *+                           !!         .    0    .         !
 1998.1!         * +                          !!         .  0 .    .         !
 1998.2!         * +                          !!         .  0 .    .         !
 1998.3!        *  +                          !!         .  0 .    .         !
 1998.4!         *+                           !!         .    0    .         !
 1999.1!     *     +                          !!         0    .    .         !
 1999.2!    *   +                             !!         .0   .    .         !
 1999.3!       +   *                          !!         .    .   0.         !
 1999.4!           *+                         !!         .   0.    .         !
 2000.1!             +                        !!         .    0    .         !
 2000.2!            * +                       !!         .   0.    .         !
 2000.3!           * +                        !!         .  0 .    .         !
 2000.4!            +*                        !!         .    .0   .         !
 2001.1!              +*                      !!         .    .0   .         !
 2001.2!          *     +                     !!         0    .    .         !
 2001.3!           *+                         !!         .   0.    .         !
 2001.4!            +                         !!         .    0    .         !
 2002.1!       *     +                        !!         0    .    .         !
 2002.2!        * +                           !!         .  0 .    .         !
 2002.3!      *   +                           !!         . 0  .    .         !
 2002.4!       * +                            !!         .   0.    .         !
 2003.1!         *+                           !!         .   0.    .         !
 2003.2!       *   +                          !!         . 0  .    .         !
 2003.3!        * +                           !!         .  0 .    .         !
 2003.4!         *+                           !!         .   0.    .         !
 2004.1!          *+                          !!         .    0    .         !
 2004.2!        *   +                         !!         . 0  .    .         !
 2004.3!         *+                           !!         .   0.    .         !
 2004.4!         * +                          !!         .   0.    .         !
 2005.1!           +*                         !!         .    .0   .         !
 2005.2!             +*                       !!         .    .0   .         !
 2005.3!           *   +                      !!         . 0  .    .         !
 2005.4!             +                        !!         .    0    .         !
 2006.1!              + *                     !!         .    .0   .         !
 2006.2!                +                     !!         .    0    .         !
 2006.3!         *      +                     !!        0.    .    .         !
 2006.4!       *   +                          !!         . 0  .    .         !
 2007.1!         +      *                     !!         .    .    .0        !
 2007.2!        *       +                     !!        0.    .    .         !
 2007.3!       *   +                          !!         . 0  .    .         !
 2007.4!          +*                          !!         .    .0   .         !
 2008.1!            +     *                   !!         .    .    0         !
 2008.2!           *      +                   !!        0.    .    .         !
 2008.3!            +    *                    !!         .    .   0.         !
 2008.4!            *    +                    !!         .0   .    .         !
 2009.1!           * +                        !!         .  0 .    .         !
 2009.2!            +        *                !!         .    .    . 0       !
 2009.3!   *                +                 !!0        .    .    .         !
 2009.4!       +*                             !!         .    .0   .         !
 2010.1!          +*                          !!         .    .0   .         !
 2010.2*             +                        !!  0      .    .    .         !
 2010.3!  * +                                 !!         .   0.    .         !
 2010.4!      +                               !!         .    0    .         !
 2011.1!         +  *                         !!         .    .  0 .         !
 2011.2!             +            *           !!         .    .    .     0   !
 2011.3!         *              +             !! 0       .    .    .         !
 2011.4!      *    +                          !!         .0   .    .         !
 2012.1!     *   +                            !!         . 0  .    .         !
 2012.2!        +*                            !!         .    .0   .         !
 2012.3!    *      +                          !!        0.    .    .         !
 2012.4!   *    +                             !!         .0   .    .         !


     27.13 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
@@EQ 2584 LAAGRKE C LAGRKE(-1) PGRKE;SMPL 1993.1 2012.4;OLS;EST 2584 PLOT=0;EN
@EQ  2585 LAAIRKE C LAIRKE(-1) PIRKE;SMPL 1980.3 2012.4;OLS;EST 2585 PLOT=0;EN
@EQ  2586 LAAPOKE C LAPOKE(-1) PPOKE;SMPL 1984.1 2012.4;OLS;EST 2586 PLOT=0;EN
@@EQ 2587 LAASPKE C LASPKE(-1) PSPKE;SMPL 1992.3 2012.4;OLS;EST 2587 PLOT=0;EN
@EQ  2588 LAANZKE C LANZKE(-1) PNZKE;SMPL 1990.1 2012.4;OLS;EST 2588 PLOT=0;EN
@@EQ 2589 LAASAKE C LASAKE(-1) PSAKE;SMPL 1968.3 2012.4;OLS;EST 2589 PLOT=0;EN
@@EQ 2590 LAAVEKE C LAVEKE(-1) PVEKE;SMPL 2013.1 2012.4;OLS;EST 2590 PLOT=0;EN
@EQ  2591 LAACOKE C LACOKE(-1) PCOKE;SMPL 1989.3 2012.4;OLS;EST 2591 PLOT=0;EN
@@EQ 2592 LAAJOKE C LAJOKE(-1) PJOKE;SMPL 1996.3 2012.4;OLS;EST 2592 PLOT=0;EN
@@EQ 2593 LAASYKE C LASYKE(-1) PSYKE;SMPL 2000.3 2012.4;OLS;EST 2593 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDKE=IDPX$Q/KEPMM;                                                     
 GENR LAAIDKE=LOG(AAIDKE+.00001);                                             
 GENR LAIDKE=LOG(AIDKE+.00001);                                               
 LHS AAIDKE=EXP(LAAIDKE)-.00001;                                              
  EQ 2594 LAAIDKE C LAIDKE(-1) PIDKE;                                         
EQUATION 1442  LAAIDKE  
   RHS     C  LAIDKE(-1)  PIDKE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1442 PLOT=0;END;                                                     

Equation number = 1442
**********************

Dependent variable = LAAIDKE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.459868695

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.007586224       0.139470438   0.05439     1.000000
14735 LAIDKE  ( -1)       0.953445058       0.025300527  37.68479    -3.472614
14733 PIDKE   (  0)      -0.103230142       0.099744517  -1.03495     1.516110

SE of equation            =     0.265356007
Sum of squared residuals  =  13.0265550      -0.627076169E-11
Average absolute error    =     0.192797254
Sum of ABS residuals      =  36.2458838    
R squared                 =   0.90638
Durbin-Watson statistic   =   2.69196
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!          + *                         !!           .  . 0.           !
 1966.2!            +*                        !!           .  .0 .           !
 1966.3!          *  +                        !!           0  .  .           !
 1966.4!         *+                           !!           . 0.  .           !
 1967.1!        *+                            !!           . 0.  .           !
 1967.2!       *+                             !!           . 0.  .           !
 1967.3!       + *                            !!           .  . 0.           !
 1967.4!         + *                          !!           .  .  0           !
 1968.1!        *  +                          !!           0  .  .           !
 1968.2!        + *                           !!           .  .  0           !
 1968.3!          +                           !!           .  0  .           !
 1968.4!          +                           !!           .  0  .           !
 1969.1!         + *                          !!           .  . 0.           !
 1969.2!         * +                          !!           .0 .  .           !
 1969.3!         + *                          !!           .  . 0.           !
 1969.4!         * +                          !!           .0 .  .           !
 1970.1!         +*                           !!           .  .0 .           !
 1970.2!          +                           !!           .  0  .           !
 1970.3!          +*                          !!           .  .0 .           !
 1970.4!           +                          !!           . 0.  .           !
 1971.1!          *+                          !!           . 0.  .           !
 1971.2!           +                          !!           .  .0 .           !
 1971.3!          *+                          !!           .0 .  .           !
 1971.4!          +*                          !!           .  .0 .           !
 1972.1!           +                          !!           .  0  .           !
 1972.2!           +                          !!           . 0.  .           !
 1972.3!           +                          !!           .  0  .           !
 1972.4!        *  +                          !!          0.  .  .           !
 1973.1*        +                             !!   0       .  .  .           !
 1973.2!+     *                               !!           .  .  .   0       !
 1973.3!      +   *                           !!           .  .  .0          !
 1973.4!          +  *                        !!           .  .  0           !
 1974.1!         *    +                       !!         0 .  .  .           !
 1974.2!        * +                           !!           .0 .  .           !
 1974.3!         +                            !!           .  0  .           !
 1974.4!         +*                           !!           .  .0 .           !
 1975.1!          +                           !!           .  0  .           !
 1975.2!           +  *                       !!           .  .  0           !
 1975.3!          *   +                       !!         0 .  .  .           !
 1975.4!       *  +                           !!          0.  .  .           !
 1976.1!       +    *                         !!           .  .  .  0        !
 1976.2!      *     +                         !!       0   .  .  .           !
 1976.3!       +    *                         !!           .  .  .  0        !
 1976.4!           *+                         !!           . 0.  .           !
 1977.1!           + *                        !!           .  . 0.           !
 1977.2!          *  +                        !!           0  .  .           !
 1977.3!        *  +                          !!           0  .  .           !
 1977.4!         +  *                         !!           .  .  .0          !
 1978.1!          *  +                        !!           0  .  .           !
 1978.2!          +*                          !!           .  .0 .           !
 1978.3!           +  *                       !!           .  .  0           !
 1978.4!           *   +                      !!         0 .  .  .           !
 1979.1!           +    *                     !!           .  .  .  0        !
 1979.2!       *         +                    !!   0       .  .  .           !
 1979.3!        + *                           !!           .  .  0           !
 1979.4!           +       *                  !!           .  .  .     0     !
 1980.1!      *            +                  !0           .  .  .           !
 1980.2!       +       *                      !!           .  .  .     0     !
 1980.3!        *      +                      !!      0    .  .  .           !
 1980.4!      *  +                            !!          0.  .  .           !
 1981.1!       +                              !!           .  .0 .           !
 1981.2!        +  *                          !!           .  .  0           !
 1981.3!      *    +                          !!         0 .  .  .           !
 1981.4!    *  +                              !!           0  .  .           !
 1982.1!     +                                !!           . 0.  .           !
 1982.2!     + *                              !!           .  . 0.           !
 1982.3!       + *                            !!           .  . 0.           !
 1982.4!     *   +                            !!         0 .  .  .           !
 1983.1!  *  +                                !!          0.  .  .           !
 1983.2!  *+                                  !!           . 0.  .           !
 1983.3!  +                                   !!           . 0.  .           !
 1983.4!  +                                   !!           . 0.  .           !
 1984.1!  +   *                               !!           .  .  . 0         !
 1984.2!   *   +                              !!          0.  .  .           !
 1984.3!   + *                                !!           .  . 0.           !
 1984.4!    *+                                !!           .0 .  .           !
 1985.1!    +     *                           !!           .  .  .   0       !
 1985.2!       *  +                           !!           0  .  .           !
 1985.3!        +                             !!           .  0  .           !
 1985.4!       *+                             !!           . 0.  .           !
 1986.1!     *  +                             !!           0  .  .           !
 1986.2!    *+                                !!           . 0.  .           !
 1986.3!    *+                                !!           . 0.  .           !
 1986.4!    *+                                !!           . 0.  .           !
 1987.1!     +                                !!           .  0  .           !
 1987.2!     +  *                             !!           .  .  0           !
 1987.3!      * +                             !!           0  .  .           !
 1987.4!    * +                               !!           0  .  .           !
 1988.1!    + *                               !!           .  . 0.           !
 1988.2!     *+                               !!           . 0.  .           !
 1988.3!    * +                               !!           .0 .  .           !
 1988.4!    +*                                !!           .  .0 .           !
 1989.1!     +   *                            !!           .  .  .0          !
 1989.2!        *+                            !!           .0 .  .           !
 1989.3!       *+                             !!           . 0.  .           !
 1989.4!       + *                            !!           .  . 0.           !
 1990.1!         *+                           !!           .  0  .           !
 1990.2!     *    +                           !!        0  .  .  .           !
 1990.3!      +  *                            !!           .  .  .0          !
 1990.4!          +                           !!           .  0  .           !
 1991.1!        *  +                          !!           0  .  .           !
 1991.2!        +*                            !!           .  .0 .           !
 1991.3!          +                           !!           .  0  .           !
 1991.4!         *+                           !!           . 0.  .           !
 1992.1!          +*                          !!           .  .0 .           !
 1992.2!           +   *                      !!           .  .  .0          !
 1992.3!              *+                      !!           . 0.  .           !
 1992.4!          *   +                       !!         0 .  .  .           !
 1993.1!          +*                          !!           .  .0 .           !
 1993.2!           +     *                    !!           .  .  .  0        !
 1993.3!               * +                    !!           .0 .  .           !
 1993.4!               +                      !!           .  0  .           !
 1994.1!               + *                    !!           .  . 0.           !
 1994.2!                 + *                  !!           .  . 0.           !
 1994.3!                  *+                  !!           . 0.  .           !
 1994.4!                 *+                   !!           . 0.  .           !
 1995.1!                  +     *             !!           .  .  .   0       !
 1995.2!                        +             !!           .  0  .           !
 1995.3!                         +  *         !!           .  .  0           !
 1995.4!                            +         !!           .  0  .           !
 1996.1!                           *+         !!           . 0.  .           !
 1996.2!                         * +          !!           0  .  .           !
 1996.3!                         +            !!           .  0  .           !
 1996.4!                    *    +            !!        0  .  .  .           !
 1997.1!                 *  +                 !!           0  .  .           !
 1997.2!              *   +                   !!          0.  .  .           !
 1997.3!              +  *                    !!           .  .  0           !
 1997.4!                *+                    !!           . 0.  .           !
 1998.1!                +                     !!           .  0  .           !
 1998.2!                + *                   !!           .  . 0.           !
 1998.3!                  +*                  !!           .  .0 .           !
 1998.4!                  *+                  !!           . 0.  .           !
 1999.1!                 *+                   !!           . 0.  .           !
 1999.2!                 + *                  !!           .  . 0.           !
 1999.3!                   +                  !!           .  0  .           !
 1999.4!                   +*                 !!           .  0  .           !
 2000.1!                   *+                 !!           . 0.  .           !
 2000.2!                   +                  !!           . 0.  .           !
 2000.3!                  *+                  !!           .  0  .           !
 2000.4!                  + *                 !!           .  .0 .           !
 2001.1!                    +  *              !!           .  .  .0          !
 2001.2!                  *    +              !!         0 .  .  .           !
 2001.3!                   +                  !!           .  .0 .           !
 2001.4!                   *+                 !!           . 0.  .           !
 2002.1!                   +    *             !!           .  .  .  0        !
 2002.2!                        +             !!           .  0  .           !
 2002.3!                        +*            !!           .  0  .           !
 2002.4!                       * +            !!           .0 .  .           !
 2003.1!                       + *            !!           .  . 0.           !
 2003.2!                       * +            !!           .0 .  .           !
 2003.3!                       +*             !!           .  .0 .           !
 2003.4!                        +*            !!           .  .0 .           !
 2004.1!                        +  *          !!           .  .  0           !
 2004.2!                         * +          !!           0  .  .           !
 2004.3!                         + *          !!           .  .  0           !
 2004.4!                          *+          !!           . 0.  .           !
 2005.1!                          +    *      !!           .  .  . 0         !
 2005.2!                         *    +       !!        0  .  .  .           !
 2005.3!                         +   *        !!           .  .  .0          !
 2005.4!                             +        !!           .  0  .           !
 2006.1!                             +    *   !!           .  .  .  0        !
 2006.2!                                 +*   !!           .  .0 .           !
 2006.3!                                 + *  !!           .  .0 .           !
 2006.4!                               *  +   !!           0  .  .           !
 2007.1!                               +*     !!           .  . 0.           !
 2007.2!                                + *   !!           .  . 0.           !
 2007.3!                                 +*   !!           .  .0 .           !
 2007.4!                                  +   !!           .  .0 .           !
 2008.1!                                  +   !!           .  0  .           !
 2008.2!                                 +    !!           . 0.  .           !
 2008.3!                                +*    !!           .  .0 .           !
 2008.4!                               * +    !!           .0 .  .           !
 2009.1!                           *  +       !!          0.  .  .           !
 2009.2!                           +     *    !!           .  .  .   0       !
 2009.3!                                *+    !!           .  0  .           !
 2009.4!                                +     !!           .  0  .           !
 2010.1!                              *+      !!           . 0.  .           !
 2010.2!                              +   *   !!           .  .  . 0         !
 2010.3!                                 +    !!           .  .0 .           !
 2010.4!                                *+    !!           .  0  .           !
 2011.1!                                + *   !!           .  .  0           !
 2011.2!                              *  +    !!          0.  .  .           !
 2011.3!                             +        !!           .  0  .           !
 2011.4!                            + *       !!           .  . 0.           !
 2012.1!                             +      * !!           .  .  .   0       !
 2012.2!                                   +  !!           .  0  .           !
 2012.3!                                   +* !!           .  . 0.           !
 2012.4!                                   +  *!           .  .  0           !


     25.53 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAKE=MAPX$Q/KEPMM;                                                     
 GENR LAAMAKE=LOG(AAMAKE+.00001);                                             
 GENR LAMAKE=LOG(AMAKE+.00001);                                               
 LHS AAMAKE=EXP(LAAMAKE)-.00001;                                              
  EQ 2595 LAAMAKE C LAMAKE(-1) PMAKE;                                         
EQUATION 1443  LAAMAKE  
   RHS     C  LAMAKE(-1)  PMAKE  
 SMPL 1976.1 2012.4;                                                          
Sample period is now  1976.1 to  2012.4 Internally:    97 to   244
 OLS;EST 1443 PLOT=0;END;                                                     

Equation number = 1443
**********************

Dependent variable = LAAMAKE 

 1976.1 -   2012.4,    0 missing obs.,  148 obs. used.

Mean of dependent variable       -5.416444002

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.909063775       0.377157412  -5.06172     1.000000
14738 LAMAKE  ( -1)       0.542234013       0.068977290   7.86105    -5.417890
14736 PMAKE   (  0)      -0.379768700       0.154331576  -2.46073     1.499903

SE of equation            =     0.692901711
Sum of squared residuals  =  69.6163533      -0.272493139E-11
Average absolute error    =     0.493244418
Sum of ABS residuals      =  73.0001738    
R squared                 =   0.37954
Durbin-Watson statistic   =   2.32459
SMPL and No. Obs.         = 1976.1   2012.4    148

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.1!                  * +                 !!          . 0 .   .          !
 1976.2!                 +     *              !!          .   .   0          !
 1976.3!                   +   *              !!          .   . 0 .          !
 1976.4!                   + *                !!          .   .0  .          !
 1977.1!                  + *                 !!          .   .0  .          !
 1977.2!                 +*                   !!          .   0   .          !
 1977.3!               +    *                 !!          .   .   0          !
 1977.4!                * +                   !!          .  0.   .          !
 1978.1!          *     +                     !!          0   .   .          !
 1978.2!         *   +                        !!          .0  .   .          !
 1978.3!            +      *                  !!          .   .   .0         !
 1978.4!          *       +                   !!         0.   .   .          !
 1979.1!           *+                         !!          .  0.   .          !
 1979.2!            +    *                    !!          .   .  0.          !
 1979.3!        *      +                      !!         0.   .   .          !
 1979.4!        *  +                          !!          . 0 .   .          !
 1980.1!         *  +                         !!          . 0 .   .          !
 1980.2!            +*                        !!          .   .0  .          !
 1980.3!         *    +                       !!          .0  .   .          !
 1980.4!           *+                         !!          .  0.   .          !
 1981.1!             +       *                !!          .   .   . 0        !
 1981.2!                +   *                 !!          .   . 0 .          !
 1981.3!               +      *               !!          .   .   .0         !
 1981.4!                  +    *              !!          .   .   0          !
 1982.1!          *        +                  !!       0  .   .   .          !
 1982.2!          *+                          !!          .   0   .          !
 1982.3!          *+                          !!          .  0.   .          !
 1982.4!            +*                        !!          .   .0  .          !
 1983.1!           * +                        !!          . 0 .   .          !
 1983.2!           * +                        !!          .  0.   .          !
 1983.3!          * +                         !!          .  0.   .          !
 1983.4!           + *                        !!          .   . 0 .          !
 1984.1!   *        +                         !!        0 .   .   .          !
 1984.2!     *+                               !!          .   0   .          !
 1984.3!       +     *                        !!          .   .   0          !
 1984.4!      *     +                         !!          0   .   .          !
 1985.1! *       +                            !!        0 .   .   .          !
 1985.2!   *  +                               !!          . 0 .   .          !
 1985.3!*       +                             !!        0 .   .   .          !
 1985.4!  *    +                              !!          0   .   .          !
 1986.1!      *  +                            !!          . 0 .   .          !
 1986.2! *          +                         !!       0  .   .   .          !
 1986.3!        *+                            !!          .  0.   .          !
 1986.4!             +      *                 !!          .   .   .0         !
 1987.1!                   +         *        !!          .   .   .  0       !
 1987.2!                        +    *        !!          .   .  0.          !
 1987.3!  *                     +             !0          .   .   .          !
 1987.4!          +*                          !!          .   .0  .          !
 1988.1!            * +                       !!          .  0.   .          !
 1988.2!            *  +                      !!          . 0 .   .          !
 1988.3!        *      +                      !!         0.   .   .          !
 1988.4!             +         *              !!          .   .   .  0       !
 1989.1!                  *  +                !!          . 0 .   .          !
 1989.2!               *  +                   !!          . 0 .   .          !
 1989.3!       *         +                    !!       0  .   .   .          !
 1989.4!             +    *                   !!          .   .  0.          !
 1990.1!                   +   *              !!          .   .  0.          !
 1990.2!    *                 +               !! 0        .   .   .          !
 1990.3!            +        *                !!          .   .   . 0        !
 1990.4!      *              +                !!    0     .   .   .          !
 1991.1!     *       +                        !!        0 .   .   .          !
 1991.2!           +*                         !!          .   0   .          !
 1991.3!   *           +                      !!      0   .   .   .          !
 1991.4!         * +                          !!          .  0.   .          !
 1992.1*              +                       !!    0     .   .   .          !
 1992.2!      * +                             !!          .  0.   .          !
 1992.3!         *  +                         !!          . 0 .   .          !
 1992.4!      *       +                       !!        0 .   .   .          !
 1993.1!            +                   *     !!          .   .   .         0!
 1993.2!         *                +           !!   0      .   .   .          !
 1993.3!              +   *                   !!          .   .  0.          !
 1993.4!                  +  *                !!          .   . 0 .          !
 1994.1!                    +     *           !!          .   .   0          !
 1994.2!                   *   +              !!          .0  .   .          !
 1994.3!                 * +                  !!          .  0.   .          !
 1994.4!                  +*                  !!          .   .0  .          !
 1995.1!                 *+                   !!          .  0.   .          !
 1995.2!                 *+                   !!          .   0   .          !
 1995.3!                 *+                   !!          .  0.   .          !
 1995.4!                  +*                  !!          .   .0  .          !
 1996.1!                   +  *               !!          .   . 0 .          !
 1996.2!                    + *               !!          .   .0  .          !
 1996.3!                   *+                 !!          .   0   .          !
 1996.4!                 * +                  !!          .  0.   .          !
 1997.1!                  +                   *!          .   .   .         0!
 1997.2!           *                 +        !!  0       .   .   .          !
 1997.3!              +       *               !!          .   .   . 0        !
 1997.4!                    +  *              !!          .   . 0 .          !
 1998.1!                    +       *         !!          .   .   .0         !
 1998.2!                       +*             !!          .   .0  .          !
 1998.3!                   * +                !!          .  0.   .          !
 1998.4!                  +*                  !!          .   .0  .          !
 1999.1!              *  +                    !!          . 0 .   .          !
 1999.2!              +        *              !!          .   .   . 0        !
 1999.3!                    +       *         !!          .   .   . 0        !
 1999.4!                       +  *           !!          .   . 0 .          !
 2000.1!                      + *             !!          .   .0  .          !
 2000.2!                    + *               !!          .   .0  .          !
 2000.3!                    +*                !!          .   .0  .          !
 2000.4!                  +      *            !!          .   .   .0         !
 2001.1!                     +    *           !!          .   .   0          !
 2001.2!              *      +                !!         0.   .   .          !
 2001.3!               *+                     !!          .  0.   .          !
 2001.4!            *  +                      !!          . 0 .   .          !
 2002.1!              +*                      !!          .   .0  .          !
 2002.2!             * +                      !!          .  0.   .          !
 2002.3!               +    *                 !!          .   .  0.          !
 2002.4!             *     +                  !!          0   .   .          !
 2003.1!               +                      !!          .   0   .          !
 2003.2!                +   *                 !!          .   . 0 .          !
 2003.3!                  + *                 !!          .   .0  .          !
 2003.4!               *   +                  !!          . 0 .   .          !
 2004.1!                +*                    !!          .   0   .          !
 2004.2!                 + *                  !!          .   .0  .          !
 2004.3!                   +     *            !!          .   .   0          !
 2004.4!                      +     *         !!          .   .   0          !
 2005.1!                        +*            !!          .   .0  .          !
 2005.2!                      +               !!          .   0   .          !
 2005.3!                     +   *            !!          .   .  0.          !
 2005.4!                       +  *           !!          .   . 0 .          !
 2006.1!                       +    *         !!          .   .   0          !
 2006.2!                        +*            !!          .   0   .          !
 2006.3!                       +   *          !!          .   .  0.          !
 2006.4!                        +*            !!          .   .0  .          !
 2007.1!                       +              !!          .   0   .          !
 2007.2!                      +       *       !!          .   .   . 0        !
 2007.3!                         *+           !!          .   0   .          !
 2007.4!                       +    *         !!          .   .  0.          !
 2008.1!                         +    *       !!          .   .  0.          !
 2008.2!                          +   *       !!          .   .  0.          !
 2008.3!                          +           !!          .   0   .          !
 2008.4!                      * +             !!          .  0.   .          !
 2009.1!                   *+                 !!          .  0.   .          !
 2009.2!                   +  *               !!          .   . 0 .          !
 2009.3!                    *+                !!          .  0.   .          !
 2009.4!                    +   *             !!          .   . 0 .          !
 2010.1!                     *+               !!          .  0.   .          !
 2010.2!                    +  *              !!          .   . 0 .          !
 2010.3!                      + *             !!          .   .0  .          !
 2010.4!                     * +              !!          .  0.   .          !
 2011.1!                    *+                !!          .  0.   .          !
 2011.2!                     +  *             !!          .   . 0 .          !
 2011.3!                       + *            !!          .   .0  .          !
 2011.4!                       +*             !!          .   .0  .          !
 2012.1!                       + *            !!          .   . 0 .          !
 2012.2!                       +              !!          .   0   .          !
 2012.3!                      +  *            !!          .   . 0 .          !
 2012.4!                        +*            !!          .   .0  .          !


     23.65 percent of the residuals exceed 1 SE
      5.41 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPAKE=PAPX$Q/KEPMM;                                                     
 GENR LAAPAKE=LOG(AAPAKE+.00001);                                             
 GENR LAPAKE=LOG(APAKE+.00001);                                               
 LHS AAPAKE=EXP(LAAPAKE)-.00001;                                              
  EQ 2596 LAAPAKE C LAPAKE(-1) PPAKE;                                         
EQUATION 1444  LAAPAKE  
   RHS     C  LAPAKE(-1)  PPAKE  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST 1444 PLOT=0;END;                                                     

Equation number = 1444
**********************

Dependent variable = LAAPAKE 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -5.416629792

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.647523543       0.314562796  -2.05849     1.000000
14741 LAPAKE  ( -1)       0.749885562       0.053796977  13.93918    -5.421538
14739 PPAKE   (  0)      -0.421952390       0.197954405  -2.13156     1.667424

SE of equation            =     0.691251627
Sum of squared residuals  =  75.9747810      -0.247224463E-11
Average absolute error    =     0.535955956
Sum of ABS residuals      =  86.8248648    
R squared                 =   0.66042
Durbin-Watson statistic   =   2.42483
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!                       * +            !!        .   0 .     .        !
 1972.4!                   *    +             !!        0     .     .        !
 1973.1!                    +*                !!        .     .0    .        !
 1973.2!                      +*              !!        .     . 0   .        !
 1973.3!              *        +              !!   0    .     .     .        !
 1973.4!                +         *           !!        .     .     .     0  !
 1974.1!                  *     +             !!       0.     .     .        !
 1974.2!                   +                  !!        .     0     .        !
 1974.3!                   +*                 !!        .     .0    .        !
 1974.4!                 *   +                !!        .0    .     .        !
 1975.1!                   +*                 !!        .     .0    .        !
 1975.2!             *       +                !!    0   .     .     .        !
 1975.3!               +     *                !!        .     .     .0       !
 1975.4!              *      +                !!      0 .     .     .        !
 1976.1!                 +  *                 !!        .     .  0  .        !
 1976.2!                    +     *           !!        .     .     .0       !
 1976.3!                      *  +            !!        .  0  .     .        !
 1976.4!              *       +               !!    0   .     .     .        !
 1977.1!                + *                   !!        .     .  0  .        !
 1977.2!          *       +                   !!    0   .     .     .        !
 1977.3!          *  +                        !!        .  0  .     .        !
 1977.4!             +*                       !!        .     .0    .        !
 1978.1!            *   +                     !!        0     .     .        !
 1978.2!              *+                      !!        .    0.     .        !
 1978.3!         *      +                     !!     0  .     .     .        !
 1978.4!            +                         !!        .    0.     .        !
 1979.1!              +*                      !!        .     . 0   .        !
 1979.2!                +         *           !!        .     .     .     0  !
 1979.3!                 *       +            !!    0   .     .     .        !
 1979.4!                  +     *             !!        .     .     . 0      !
 1980.1!                        +      *      !!        .     .     . 0      !
 1980.2!                      *      +        !!     0  .     .     .        !
 1980.3!               *      +               !!      0 .     .     .        !
 1980.4!           *      +                   !!      0 .     .     .        !
 1981.1!       *      +                       !!      0 .     .     .        !
 1981.2*         +                            !!  0     .     .     .        !
 1981.3!  +           *                       !!        .     .     .       0!
 1981.4!       *      +                       !!     0  .     .     .        !
 1982.1!           +*                         !!        .     .0    .        !
 1982.2!          *  +                        !!        .0    .     .        !
 1982.3!            +*                        !!        .     . 0   .        !
 1982.4!     *         +                      !!  0     .     .     .        !
 1983.1!        + *                           !!        .     . 0   .        !
 1983.2!             +  *                     !!        .     .  0  .        !
 1983.3!                 +      *             !!        .     .     .  0     !
 1983.4!                      + *             !!        .     . 0   .        !
 1984.1!          *            +              !0        .     .     .        !
 1984.2!            +*                        !!        .     0     .        !
 1984.3!             + *                      !!        .     . 0   .        !
 1984.4!               *+                     !!        .   0 .     .        !
 1985.1!             *   +                    !!        . 0   .     .        !
 1985.2!          *     +                     !!       0.     .     .        !
 1985.3!         *   +                        !!        .0    .     .        !
 1985.4!        *   +                         !!        .0    .     .        !
 1986.1!            +       *                 !!        .     .     .    0   !
 1986.2!                   +  *               !!        .     .  0  .        !
 1986.3!              *     +                 !!       0.     .     .        !
 1986.4!               +                      !!        .     .0    .        !
 1987.1!                +        *            !!        .     .     .   0    !
 1987.2!                      *+              !!        .   0 .     .        !
 1987.3!                   *  +               !!        . 0   .     .        !
 1987.4!                   *+                 !!        .    0.     .        !
 1988.1!            *       +                 !!    0   .     .     .        !
 1988.2!              +      *                !!        .     .     . 0      !
 1988.3!                    *+                !!        .    0.     .        !
 1988.4!           *         +                !!  0     .     .     .        !
 1989.1!             * +                      !!        .   0 .     .        !
 1989.2!             * +                      !!        .  0  .     .        !
 1989.3!                +  *                  !!        .     .   0 .        !
 1989.4!              *     +                 !!       0.     .     .        !
 1990.1!                 +    *               !!        .     .     0        !
 1990.2!                      *+              !!        .    0.     .        !
 1990.3!                   *   +              !!        .0    .     .        !
 1990.4!                     +                !!        .     0     .        !
 1991.1!                       + *            !!        .     .  0  .        !
 1991.2!                         +    *       !!        .     .     0        !
 1991.3!                          * +         !!        .   0 .     .        !
 1991.4!                          + *         !!        .     . 0   .        !
 1992.1!                           +  *       !!        .     .   0 .        !
 1992.2!                             +*       !!        .     .0    .        !
 1992.3!                             +  *     !!        .     .   0 .        !
 1992.4!                         *    +       !!        0     .     .        !
 1993.1!                         +    *       !!        .     .     .0       !
 1993.2!                  *          +        !! 0      .     .     .        !
 1993.3!                    +      *          !!        .     .     .  0     !
 1993.4!                     *    +           !!       0.     .     .        !
 1994.1!                     +       *        !!        .     .     .  0     !
 1994.2!                            +*        !!        .     0     .        !
 1994.3!                            +*        !!        .     . 0   .        !
 1994.4!                            + *       !!        .     .0    .        !
 1995.1!                          * +         !!        .  0  .     .        !
 1995.2!                        *+            !!        .   0 .     .        !
 1995.3!                   *    +             !!        .0    .     .        !
 1995.4!                     +  *             !!        .     .    0.        !
 1996.1!                        +  *          !!        .     .  0  .        !
 1996.2!                          +  *        !!        .     .   0 .        !
 1996.3!                          *+          !!        .   0 .     .        !
 1996.4!                         +    *       !!        .     .    0.        !
 1997.1!                            +  *      !!        .     .   0 .        !
 1997.2!                             +    *   !!        .     .    0.        !
 1997.3!                              +       !!        .     0     .        !
 1997.4!                           +   *      !!        .     .    0.        !
 1998.1!                           +        * !!        .     .     .   0    !
 1998.2!                           *   +      !!        .0    .     .        !
 1998.3!                         +    *       !!        .     .     0        !
 1998.4!                           + *        !!        .     .  0  .        !
 1999.1!                       * +            !!        .   0 .     .        !
 1999.2!                     +*               !!        .     .0    .        !
 1999.3!                     +     *          !!        .     .     .0       !
 1999.4!                    *     +           !!       0.     .     .        !
 2000.1!                *    +                !!        0     .     .        !
 2000.2!                 +   *                !!        .     .    0.        !
 2000.3!                     +     *          !!        .     .     .0       !
 2000.4!                     *   +            !!        .0    .     .        !
 2001.1!                     + *              !!        .     . 0   .        !
 2001.2!                      +  *            !!        .     .  0  .        !
 2001.3!                         +  *         !!        .     .   0 .        !
 2001.4!                         * +          !!        .   0 .     .        !
 2002.1!                        +     *       !!        .     .     .0       !
 2002.2!                            +       * !!        .     .     .  0     !
 2002.3!                                 +    *!        .     .     0        !
 2002.4!                                 * +  !!        .   0 .     .        !
 2003.1!                               +   *  !!        .     .    0.        !
 2003.2!                                 +  * !!        .     .   0 .        !
 2003.3!                                *+    !!        .   0 .     .        !
 2003.4!                              +       !!        .     0     .        !
 2004.1!                            +  *      !!        .     .  0  .        !
 2004.2!                             +        !!        .     0     .        !
 2004.3!                            + *       !!        .     .  0  .        !
 2004.4!                            * +       !!        .   0 .     .        !
 2005.1!                            + *       !!        .     .  0  .        !
 2005.2!                             +        !!        .    0.     .        !
 2005.3!                             +*       !!        .     . 0   .        !
 2005.4!                             *+       !!        .    0.     .        !
 2006.1!                            +  *      !!        .     .  0  .        !
 2006.2!                              +*      !!        .     .0    .        !
 2006.3!                              +       !!        .     0     .        !
 2006.4!                           *  +       !!        .  0  .     .        !
 2007.1!                           +  *       !!        .     .  0  .        !
 2007.2!                             +*       !!        .     .0    .        !
 2007.3!                              +*      !!        .     .0    .        !
 2007.4!                            * +       !!        .  0  .     .        !
 2008.1!                            +  *      !!        .     .  0  .        !
 2008.2!                              +       !!        .     0     .        !
 2008.3!                             *+       !!        .    0.     .        !
 2008.4!                           * +        !!        .   0 .     .        !
 2009.1!                           +   *      !!        .     .   0 .        !
 2009.2!                             *+       !!        .    0.     .        !
 2009.3!                             +   *    !!        .     .    0.        !
 2009.4!                                +     !!        .     0     .        !
 2010.1!                               +*     !!        .     . 0   .        !
 2010.2!                              *+      !!        .   0 .     .        !
 2010.3!                             +  *     !!        .     .  0  .        !
 2010.4!                               +      !!        .     0     .        !
 2011.1!                              +*      !!        .     . 0   .        !
 2011.2!                              +       !!        .     0     .        !
 2011.3!                             +  *     !!        .     .  0  .        !
 2011.4!                              +       !!        .     0     .        !
 2012.1!                             + *      !!        .     . 0   .        !
 2012.2!                             +        !!        .     0     .        !
 2012.3!                             + *      !!        .     .  0  .        !
 2012.4!                             *+       !!        .    0.     .        !


     31.48 percent of the residuals exceed 1 SE
      4.94 percent of the residuals exceed 2 SE
@@EQ 2597 LAAPHKE C LAPHKE(-1) PPHKE;SMPL 1997.1 2012.4;OLS;EST 2597 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHKE=THPX$Q/KEPMM;                                                     
 GENR LAATHKE=LOG(AATHKE+.00001);                                             
 GENR LATHKE=LOG(ATHKE+.00001);                                               
 LHS AATHKE=EXP(LAATHKE)-.00001;                                              
  EQ 2598 LAATHKE C LATHKE(-1) PTHKE;                                         
EQUATION 1445  LAATHKE  
   RHS     C  LATHKE(-1)  PTHKE  
 SMPL 1980.2 2012.4;                                                          
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
 OLS;EST 1445 PLOT=0;END;                                                     

Equation number = 1445
**********************

Dependent variable = LAATHKE 

 1980.2 -   2012.4,    0 missing obs.,  131 obs. used.

Mean of dependent variable       -5.154362914

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.216472476       0.588078711  -2.06855     1.000000
14744 LATHKE  ( -1)       0.689107853       0.066143340  10.41840    -5.160385
14742 PTHKE   (  0)      -0.261359595       0.403895979  -0.64710     1.460933

SE of equation            =     0.839344716
Sum of squared residuals  =  90.1759428      -0.659028387E-12
Average absolute error    =     0.526514062
Sum of ABS residuals      =  68.9733421    
R squared                 =   0.49409
Durbin-Watson statistic   =   2.01756
SMPL and No. Obs.         = 1980.2   2012.4    131

Plot of actual(*) and fitted(+) values and residuals(0)


 1980.2!           *          +               !!       0   .  .  .           !
 1980.3!           *   +                      !!           .0 .  .           !
 1980.4!        *      +                      !!          0.  .  .           !
 1981.1! *           +                        !!       0   .  .  .           !
 1981.2! *      +                             !!          0.  .  .           !
 1981.3!       +*                             !!           .  .0 .           !
 1981.4!             +     *                  !!           .  .  .0          !
 1982.1!           *        +                 !!        0  .  .  .           !
 1982.2!          *    +                      !!           0  .  .           !
 1982.3!         *    +                       !!           0  .  .           !
 1982.4!              +             *         !!           .  .  .     0     !
 1983.1!               *          +           !!       0   .  .  .           !
 1983.2!                 +    *               !!           .  .  0           !
 1983.3!         *            +               !!      0    .  .  .           !
 1983.4*             +                        !!     0     .  .  .           !
 1984.1!      +     *                         !!           .  .  .0          !
 1984.2!      *        +                      !!        0  .  .  .           !
 1984.3!           +                       *  !!           .  .  .           0
 1984.4!                               +      *!           .  .  .0          !
 1985.1!                  *              +    !!    0      .  .  .           !
 1985.2!            *       +                 !!         0 .  .  .           !
 1985.3!                +                     !!           .  0  .           !
 1985.4!                  *+                  !!           . 0.  .           !
 1986.1!                  * +                 !!           . 0.  .           !
 1986.2!               *    +                 !!           0  .  .           !
 1986.3!                  + *                 !!           .  .0 .           !
 1986.4!                     +  *             !!           .  . 0.           !
 1987.1!                    *   +             !!           0  .  .           !
 1987.2!                     + *              !!           .  .0 .           !
 1987.3!                   *   +              !!           .0 .  .           !
 1987.4!           *         +                !!        0  .  .  .           !
 1988.1!              *+                      !!           . 0.  .           !
 1988.2!           *    +                     !!           0  .  .           !
 1988.3!           *  +                       !!           .0 .  .           !
 1988.4!              +         *             !!           .  .  .  0        !
 1989.1!                       +  *           !!           .  .0 .           !
 1989.2!                         +    *       !!           .  .  0           !
 1989.3!                        *  +          !!           .0 .  .           !
 1989.4!                       +*             !!           .  0  .           !
 1990.1!                       *+             !!           . 0.  .           !
 1990.2!                       + *            !!           .  .0 .           !
 1990.3!                         +    *       !!           .  .  0           !
 1990.4!                          * +         !!           .0 .  .           !
 1991.1!                       *  +           !!           .0 .  .           !
 1991.2!                    *  +              !!           .0 .  .           !
 1991.3!                     +     *          !!           .  .  0           !
 1991.4!                      *   +           !!           .0 .  .           !
 1992.1!                      + *             !!           .  .0 .           !
 1992.2!                       +   *          !!           .  .  0           !
 1992.3!                          +   *       !!           .  .  0           !
 1992.4!                       *    +         !!           0  .  .           !
 1993.1!                       +   *          !!           .  .  0           !
 1993.2!                          +           !!           .  0  .           !
 1993.3!                        *+            !!           . 0.  .           !
 1993.4!                        +*            !!           .  .0 .           !
 1994.1!                        +  *          !!           .  . 0.           !
 1994.2!                          +   *       !!           .  .  0           !
 1994.3!                            +*        !!           .  .0 .           !
 1994.4!                            +  *      !!           .  . 0.           !
 1995.1!                             + *      !!           .  .0 .           !
 1995.2!                             +        !!           .  0  .           !
 1995.3!                          *+          !!           . 0.  .           !
 1995.4!                         +            !!           .  0  .           !
 1996.1!                        + *           !!           .  .0 .           !
 1996.2!                         +  *         !!           .  . 0.           !
 1996.3!                       *  +           !!           .0 .  .           !
 1996.4!                       +*             !!           .  0  .           !
 1997.1!                      *+              !!           . 0.  .           !
 1997.2!                     *+               !!           . 0.  .           !
 1997.3!                     +  *             !!           .  . 0.           !
 1997.4!                      *+              !!           . 0.  .           !
 1998.1!                      +*              !!           .  .0 .           !
 1998.2!                       +              !!           .  0  .           !
 1998.3!                      +*              !!           .  .0 .           !
 1998.4!                      *+              !!           .  0  .           !
 1999.1!                      +               !!           .  0  .           !
 1999.2!                      +               !!           .  .0 .           !
 1999.3!                      +*              !!           .  0  .           !
 1999.4!                       +*             !!           .  .0 .           !
 2000.1!                       *+             !!           .  0  .           !
 2000.2!                       +              !!           .  0  .           !
 2000.3!                       + *            !!           .  .0 .           !
 2000.4!                       *+             !!           . 0.  .           !
 2001.1!                       +*             !!           .  .0 .           !
 2001.2!                       +              !!           .  0  .           !
 2001.3!                       +*             !!           .  .0 .           !
 2001.4!                        + *           !!           .  .0 .           !
 2002.1!                       * +            !!           . 0.  .           !
 2002.2!                       + *            !!           .  .0 .           !
 2002.3!                        +*            !!           .  0  .           !
 2002.4!                        + *           !!           .  .0 .           !
 2003.1!                         +*           !!           .  .0 .           !
 2003.2!                         +*           !!           .  0  .           !
 2003.3!                         +*           !!           .  .0 .           !
 2003.4!                         +*           !!           .  .0 .           !
 2004.1!                         +  *         !!           .  .0 .           !
 2004.2!                          +           !!           .  0  .           !
 2004.3!                         +  *         !!           .  . 0.           !
 2004.4!                           +*         !!           .  .0 .           !
 2005.1!                          +*          !!           .  .0 .           !
 2005.2!                          +           !!           .  0  .           !
 2005.3!                          + *         !!           .  .0 .           !
 2005.4!                          *+          !!           .  0  .           !
 2006.1!                         +*           !!           .  .0 .           !
 2006.2!                          +*          !!           .  .0 .           !
 2006.3!                          +           !!           .  0  .           !
 2006.4!                         +*           !!           .  0  .           !
 2007.1!                         +*           !!           .  0  .           !
 2007.2!                         + *          !!           .  .0 .           !
 2007.3!                          + *         !!           .  .0 .           !
 2007.4!                           +          !!           .  0  .           !
 2008.1!                          +*          !!           .  .0 .           !
 2008.2!                          +*          !!           .  0  .           !
 2008.3!                          +*          !!           .  .0 .           !
 2008.4!                          +*          !!           .  0  .           !
 2009.1!                         +*           !!           .  0  .           !
 2009.2!                         + *          !!           .  .0 .           !
 2009.3!                          +*          !!           .  .0 .           !
 2009.4!                          +*          !!           .  0  .           !
 2010.1!                          +           !!           .  0  .           !
 2010.2!                         +*           !!           .  0  .           !
 2010.3!                         +*           !!           .  .0 .           !
 2010.4!                         +*           !!           .  0  .           !
 2011.1!                         + *          !!           .  .0 .           !
 2011.2!                          + *         !!           .  .0 .           !
 2011.3!                           + *        !!           .  .0 .           !
 2011.4!                           +          !!           .  0  .           !
 2012.1!                          + *         !!           .  .0 .           !
 2012.2!                          *+          !!           .  0  .           !
 2012.3!                         +*           !!           .  .0 .           !
 2012.4!                          +           !!           .  0  .           !


     17.56 percent of the residuals exceed 1 SE
      6.11 percent of the residuals exceed 2 SE
@EQ  2599 LAACHKE C LACHKE(-1) PCHKE;SMPL 1981.3 2012.4;OLS;EST 2599 PLOT=0;EN
@@EQ 2600 LAAARKE C LAARKE(-1) PARKE;SMPL 2000.1 2012.4;OLS;EST 2600 PLOT=0;EN
@@EQ 2601 LAABRKE C LABRKE(-1) PBRKE;SMPL 1994.3 2012.4;OLS;EST 2601 PLOT=0;EN
@@EQ 2602 LAACEKE C LACEKE(-1) PCEKE;SMPL 2002.4 2012.4;OLS;EST 2602 PLOT=0;EN
@@EQ 2603 LAAMEKE C LAMEKE(-1) PMEKE;SMPL 1997.1 2012.4;OLS;EST 2603 PLOT=0;EN
@@EQ 2604 LAAPEKE C LAPEKE(-1) PPEKE;SMPL 2013.1 2012.4;OLS;EST 2604 PLOT=0;EN
@@EQ 2605 LAATUKE C LATUKE(-1) PTUKE;SMPL 1995.2 2012.4;OLS;EST 2605 PLOT=0;EN
@@EQ 2606 LAAPDKE C LAPDKE(-1) PPDKE;SMPL 1992.3 2012.4;OLS;EST 2606 PLOT=0;EN
@@EQ 2607 LAARUKE C LARUKE(-1) PRUKE;SMPL 1997.2 2012.4;OLS;EST 2607 PLOT=0;EN
@@EQ 2608 LAAUEKE C LAUEKE(-1) PUEKE;SMPL 1997.3 2012.4;OLS;EST 2608 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PEGKE=EGPX$/KEPMM;                                                      
 GENR LAAEGKE=LOG(AAEGKE+.00001);                                             
 GENR LAEGKE=LOG(AEGKE+.00001);                                               
 LHS AAEGKE=EXP(LAAEGKE)-.00001;                                              
  EQ 2609 LAAEGKE C LAEGKE(-1) PEGKE;                                         
EQUATION 1446  LAAEGKE  
   RHS     C  LAEGKE(-1)  PEGKE  
 SMPL 1988.3 2012.4;                                                          
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
 OLS;EST 1446 PLOT=0;END;                                                     

Equation number = 1446
**********************

Dependent variable = LAAEGKE 

 1988.3 -   2012.4,    0 missing obs.,   98 obs. used.

Mean of dependent variable       -6.357135668

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.115313373       0.426713734   0.27024     1.000000
14747 LAEGKE  ( -1)       0.941528840       0.033805685  27.85120    -6.398147
14745 PEGKE   (  0)      -0.309116686       0.298607651  -1.03519     1.450614

SE of equation            =     0.673918718
Sum of squared residuals  =  43.1458116       0.103872466E-11
Average absolute error    =     0.348774606
Sum of ABS residuals      =  34.1799114    
R squared                 =   0.90208
Durbin-Watson statistic   =   1.80777
SMPL and No. Obs.         = 1988.3   2012.4     98

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.3!                *+                    !!           . 0.  .           !
 1988.4!               *+                     !!           . 0.  .           !
 1989.1*                +                     !! 0         .  .  .           !
 1989.2*+                                     !!           . 0.  .           !
 1989.3* +                                    !!           . 0.  .           !
 1989.4* +                                    !!           . 0.  .           !
 1990.1* +                                    !!           . 0.  .           !
 1990.2* +                                    !!           . 0.  .           !
 1990.3* +                                    !!           . 0.  .           !
 1990.4* +                                    !!           .0 .  .           !
 1991.1! +                   *                !!           .  .  .           0
 1991.2!                     +  *             !!           .  . 0.           !
 1991.3!                       *+             !!           . 0.  .           !
 1991.4!                       +*             !!           .  0  .           !
 1992.1!                     *  +             !!           .0 .  .           !
 1992.2!                     *+               !!           . 0.  .           !
 1992.3!                     +                !!           .  0  .           !
 1992.4!                   * +                !!           .0 .  .           !
 1993.1!         *          +                 !!      0    .  .  .           !
 1993.2!          +                           !!           . 0.  .           !
 1993.3!          +*                          !!           .  0  .           !
 1993.4!           + *                        !!           .  .0 .           !
 1994.1!             + *                      !!           .  .0 .           !
 1994.2!                +*                    !!           .  .0 .           !
 1994.3!                  +*                  !!           .  .0 .           !
 1994.4!                *   +                 !!           0  .  .           !
 1995.1!                 +    *               !!           .  .  0           !
 1995.2!                      + *             !!           .  .0 .           !
 1995.3!                     *  +             !!           .0 .  .           !
 1995.4!                     +                !!           . 0.  .           !
 1996.1!               *     +                !!          0.  .  .           !
 1996.2!               *+                     !!           . 0.  .           !
 1996.3!               +                      !!           .  0  .           !
 1996.4!               +                      !!           . 0.  .           !
 1997.1!               +    *                 !!           .  .  .0          !
 1997.2!                   *+                 !!           . 0.  .           !
 1997.3!                   +*                 !!           .  .0 .           !
 1997.4!                    +                 !!           .  0  .           !
 1998.1!                  * +                 !!           .0 .  .           !
 1998.2!                  +                   !!           .  .0 .           !
 1998.3!                 *+                   !!           . 0.  .           !
 1998.4!                 + *                  !!           .  .0 .           !
 1999.1!                  +      *            !!           .  .  . 0         !
 1999.2!                        +  *          !!           .  . 0.           !
 1999.3!                          +           !!           .  0  .           !
 1999.4!                          +*          !!           .  .0 .           !
 2000.1!                           +  *       !!           .  . 0.           !
 2000.2!                             +        !!           .  0  .           !
 2000.3!                             +*       !!           .  .0 .           !
 2000.4!                             +        !!           .  0  .           !
 2001.1!                             + *      !!           .  . 0.           !
 2001.2!                             *+       !!           . 0.  .           !
 2001.3!                             +        !!           .  0  .           !
 2001.4!                             +        !!           .  0  .           !
 2002.1!                            +*        !!           .  .0 .           !
 2002.2!                            +*        !!           .  .0 .           !
 2002.3!                             +        !!           .  0  .           !
 2002.4!                            *+        !!           .  0  .           !
 2003.1!                            +  *      !!           .  . 0.           !
 2003.2!                              *+      !!           .  0  .           !
 2003.3!                              +*      !!           .  0  .           !
 2003.4!                              +*      !!           .  0  .           !
 2004.1!                              + *     !!           .  .0 .           !
 2004.2!                               +      !!           .  0  .           !
 2004.3!                               +*     !!           .  .0 .           !
 2004.4!                               +      !!           .  0  .           !
 2005.1!                               +*     !!           .  .0 .           !
 2005.2!                               *+     !!           . 0.  .           !
 2005.3!                               + *    !!           .  .0 .           !
 2005.4!                                 +*   !!           .  .0 .           !
 2006.1!                                * +   !!           .0 .  .           !
 2006.2!                                +     !!           .  0  .           !
 2006.3!                               *+     !!           . 0.  .           !
 2006.4!                              *+      !!           . 0.  .           !
 2007.1!                              +  *    !!           .  . 0.           !
 2007.2!                                 +    !!           .  0  .           !
 2007.3!                                *+    !!           . 0.  .           !
 2007.4!                                +*    !!           .  .0 .           !
 2008.1!                                 + *  !!           .  .0 .           !
 2008.2!                                   +  !!           .  0  .           !
 2008.3!                                  *+  !!           . 0.  .           !
 2008.4!                                * +   !!           . 0.  .           !
 2009.1!                                + *   !!           .  .0 .           !
 2009.2!                                  +   !!           .  0  .           !
 2009.3!                                  +   !!           .  0  .           !
 2009.4!                                  +*  !!           .  0  .           !
 2010.1!                                   +  *!           .  . 0.           !
 2010.2!                                     *+!           .  0  .           !
 2010.3!                                     +!!           .  0  .           !
 2010.4!                                     +!!           .  0  .           !
 2011.1!                                     +!!           .  0  .           !
 2011.2!                                     +!!           .  .0 .           !
 2011.3!                                    *+!!           . 0.  .           !
 2011.4!                                    + !!           .  0  .           !
 2012.1!                                    + *!           .  .0 .           !
 2012.2!                                     *+!           . 0.  .           !
 2012.3!                                    *+!!           .  0  .           !
 2012.4!                                    + !!           .  0  .           !


      8.16 percent of the residuals exceed 1 SE
      3.06 percent of the residuals exceed 2 SE
@EQ  2610 LAAISKE C LAISKE(-1) PISKE;SMPL 1966.1 2012.4;OLS;EST 2610 PLOT=0;EN
@@EQ 2611 LAABAKE C LABAKE(-1) PBAKE;SMPL 1992.4 2012.4;OLS;EST 2611 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKKE=HKPX$/KEPMM;                                                      
 GENR LAAHKKE=LOG(AAHKKE+.00001);                                             
 GENR LAHKKE=LOG(AHKKE+.00001);                                               
 LHS AAHKKE=EXP(LAAHKKE)-.00001;                                              
  EQ 2612 LAAHKKE C LAHKKE(-1) PHKKE;                                         
EQUATION 1447  LAAHKKE  
   RHS     C  LAHKKE(-1)  PHKKE  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1447 PLOT=0;END;                                                     

Equation number = 1447
**********************

Dependent variable = LAAHKKE 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.862702795

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.818543429       0.195417083  -4.18870     1.000000
14750 LAHKKE  ( -1)       0.781572438       0.043790842  17.84785    -4.866455
14748 PHKKE   (  0)      -0.124684976       0.043721914  -2.85177     1.930241

SE of equation            =     0.311565287
Sum of squared residuals  =  17.9584917      -0.730704386E-11
Average absolute error    =     0.232716499
Sum of ABS residuals      =  43.7507017    
R squared                 =   0.70621
Durbin-Watson statistic   =   2.43451
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                 +     *              !!          .   .   .0         !
 1966.2!                     +   *            !!          .   .  0.          !
 1966.3!                      +               !!          .   0   .          !
 1966.4!                   * +                !!          .  0.   .          !
 1967.1!               *  +                   !!          .0  .   .          !
 1967.2!              *+                      !!          .  0.   .          !
 1967.3!               +*                     !!          .   .0  .          !
 1967.4!                +  *                  !!          .   .  0.          !
 1968.1!                  +                   !!          .   0   .          !
 1968.2!                 +    *               !!          .   .   0          !
 1968.3!                   +  *               !!          .   . 0 .          !
 1968.4!                    +                 !!          .   0   .          !
 1969.1!                   + *                !!          .   . 0 .          !
 1969.2!                 *  +                 !!          . 0 .   .          !
 1969.3!                 + *                  !!          .   . 0 .          !
 1969.4!                  +                   !!          .   0   .          !
 1970.1!                  +  *                !!          .   .  0.          !
 1970.2!                    + *               !!          .   . 0 .          !
 1970.3!                     + *              !!          .   . 0 .          !
 1970.4!                    *+                !!          .  0.   .          !
 1971.1!                  * +                 !!          .  0.   .          !
 1971.2!                  +                   !!          .   0   .          !
 1971.3!               *  +                   !!          . 0 .   .          !
 1971.4!               *+                     !!          .  0.   .          !
 1972.1!               +                      !!          .   0   .          !
 1972.2!               +                      !!          .  0.   .          !
 1972.3!            *  +                      !!          . 0 .   .          !
 1972.4!       *     +                        !!         0.   .   .          !
 1973.1!         +      *                     !!          .   .   . 0        !
 1973.2!          *     +                     !!         0.   .   .          !
 1973.3!           +          *               !!          .   .   .    0     !
 1973.4!                    +*                !!          .   .0  .          !
 1974.1!                *   +                 !!          0   .   .          !
 1974.2!               +*                     !!          .   .0  .          !
 1974.3!           *   +                      !!          .0  .   .          !
 1974.4! *          +                         !!     0    .   .   .          !
 1975.1!      +                *              !!          .   .   .          0
 1975.2!                    *  +              !!          . 0 .   .          !
 1975.3!                     +                !!          .   .0  .          !
 1975.4!                     +  *             !!          .   .  0.          !
 1976.1!                       *+             !!          .  0.   .          !
 1976.2!                  *    +              !!          0   .   .          !
 1976.3!                  +*                  !!          .   .0  .          !
 1976.4!                    + *               !!          .   . 0 .          !
 1977.1!                  *   +               !!          .0  .   .          !
 1977.2!                   +   *              !!          .   .  0.          !
 1977.3!                    *  +              !!          . 0 .   .          !
 1977.4!                    +                 !!          .   0   .          !
 1978.1!                   * +                !!          . 0 .   .          !
 1978.2!               *    +                 !!          0   .   .          !
 1978.3!                 +                    !!          .   0   .          !
 1978.4!            *     +                   !!        0 .   .   .          !
 1979.1!              + *                     !!          .   .0  .          !
 1979.2!                *+                    !!          . 0 .   .          !
 1979.3!              *  +                    !!          .0  .   .          !
 1979.4!              * +                     !!          .  0.   .          !
 1980.1!                 +*                   !!          .   .0  .          !
 1980.2!                  * +                 !!          .  0.   .          !
 1980.3!               *   +                  !!          .0  .   .          !
 1980.4!           *      +                   !!         0.   .   .          !
 1981.1!              +                       !!          .   0   .          !
 1981.2!         *     +                      !!        0 .   .   .          !
 1981.3!       *   +                          !!          0   .   .          !
 1981.4!          +  *                        !!          .   .  0.          !
 1982.1!     *          +                     !!     0    .   .   .          !
 1982.2!        + *                           !!          .   . 0 .          !
 1982.3!           * +                        !!          .  0.   .          !
 1982.4!      *       +                       !!       0  .   .   .          !
 1983.1*         +                            !!     0    .   .   .          !
 1983.2! *  +                                 !!          . 0 .   .          !
 1983.3!      +    *                          !!          .   .   0          !
 1983.4!            * +                       !!          .  0.   .          !
 1984.1!               +*                     !!          .   .0  .          !
 1984.2!                 +                    !!          .   0   .          !
 1984.3!            *    +                    !!          0   .   .          !
 1984.4!      *       +                       !!       0  .   .   .          !
 1985.1!         +    *                       !!          .   .   0          !
 1985.2!            *   +                     !!          .0  .   .          !
 1985.3!           *   +                      !!          .0  .   .          !
 1985.4!              +  *                    !!          .   .  0.          !
 1986.1!             *     +                  !!         0.   .   .          !
 1986.2!              +    *                  !!          .   .   .0         !
 1986.3!     *              +                 !! 0        .   .   .          !
 1986.4!         +    *                       !!          .   .   .0         !
 1987.1!                + *                   !!          .   . 0 .          !
 1987.2!                   +                  !!          .   0   .          !
 1987.3!                    +*                !!          .   .0  .          !
 1987.4!                   * +                !!          . 0 .   .          !
 1988.1!                    +  *              !!          .   .  0.          !
 1988.2!                     * +              !!          .0  .   .          !
 1988.3!                     +          *     !!          .   .   .     0    !
 1988.4!                     *        +       !!      0   .   .   .          !
 1989.1!                      + *             !!          .   . 0 .          !
 1989.2!                      * +             !!          . 0 .   .          !
 1989.3!                     *+               !!          .  0.   .          !
 1989.4!                     +                !!          .   0   .          !
 1990.1!                      +    *          !!          .   .   .0         !
 1990.2!                      *    +          !!          0   .   .          !
 1990.3!                      +*              !!          .   .0  .          !
 1990.4!                        +    *        !!          .   .   0          !
 1991.1!                         *  +         !!          .0  .   .          !
 1991.2!                        + *           !!          .   .0  .          !
 1991.3!                       * +            !!          . 0 .   .          !
 1991.4!                       +  *           !!          .   . 0 .          !
 1992.1!                         +     *      !!          .   .   .0         !
 1992.2!                             +   *    !!          .   .   0          !
 1992.3!                               +      !!          .   0   .          !
 1992.4!                             +      * !!          .   .   . 0        !
 1993.1!                                 +   *!!          .   .  0.          !
 1993.2!                                 +   *!!          .   .  0.          !
 1993.3!                                  + * !!          .   . 0 .          !
 1993.4!                               *+     !!          .  0.   .          !
 1994.1!                             +      * !!          .   .   . 0        !
 1994.2!                                 + *  !!          .   . 0 .          !
 1994.3!                                *+    !!          .   0   .          !
 1994.4!                              +     * !!          .   .   .0         !
 1995.1!                                 + *  !!          .   . 0 .          !
 1995.2!                                 +  * !!          .   . 0 .          !
 1995.3!                                 +*   !!          .   0   .          !
 1995.4!                              * +     !!          . 0 .   .          !
 1996.1!                            +  *      !!          .   .  0.          !
 1996.2!                            * +       !!          . 0 .   .          !
 1996.3!                           +  *       !!          .   .  0.          !
 1996.4!                           * +        !!          .  0.   .          !
 1997.1!                        * +           !!          . 0 .   .          !
 1997.2!                        +             !!          .   0   .          !
 1997.3!                       +              !!          .   0   .          !
 1997.4!                       +*             !!          .   .0  .          !
 1998.1!                       +*             !!          .   .0  .          !
 1998.2!                        +             !!          .   0   .          !
 1998.3!                     * +              !!          . 0 .   .          !
 1998.4!                     +*               !!          .   . 0 .          !
 1999.1!                   *  +               !!          . 0 .   .          !
 1999.2!                   +   *              !!          .   .   0          !
 1999.3!                       +*             !!          .   .0  .          !
 1999.4!                       +              !!          .   0   .          !
 2000.1!                     * +              !!          . 0 .   .          !
 2000.2!                    *+                !!          .   0   .          !
 2000.3!                     +                !!          .   .0  .          !
 2000.4!                   * +                !!          . 0 .   .          !
 2001.1!                   +     *            !!          .   .   .0         !
 2001.2!                    *   +             !!          .0  .   .          !
 2001.3!                     +                !!          .   0   .          !
 2001.4!                 *   +                !!          0   .   .          !
 2002.1!                  +    *              !!          .   .   0          !
 2002.2!                      + *             !!          .   .0  .          !
 2002.3!                        + *           !!          .   . 0 .          !
 2002.4!                          +           !!          .   0   .          !
 2003.1!                          + *         !!          .   . 0 .          !
 2003.2!                         * +          !!          . 0 .   .          !
 2003.3!                         +*           !!          .   .0  .          !
 2003.4!                          +  *        !!          .   .  0.          !
 2004.1!                            +  *      !!          .   .  0.          !
 2004.2!                             *+       !!          .  0.   .          !
 2004.3!                            +*        !!          .   .0  .          !
 2004.4!                           * +        !!          .  0.   .          !
 2005.1!                           +  *       !!          .   .  0.          !
 2005.2!                         *   +        !!          0   .   .          !
 2005.3!                         +  *         !!          .   .  0.          !
 2005.4!                          * +         !!          . 0 .   .          !
 2006.1!                          +*          !!          .   .0  .          !
 2006.2!                           +*         !!          .   0   .          !
 2006.3!                         *  +         !!          . 0 .   .          !
 2006.4!                      *   +           !!          .0  .   .          !
 2007.1!                       +*             !!          .   .0  .          !
 2007.2!                         +*           !!          .   .0  .          !
 2007.3!                       *   +          !!          .0  .   .          !
 2007.4!                        +   *         !!          .   .  0.          !
 2008.1!                            +         !!          .   0   .          !
 2008.2!                          * +         !!          . 0 .   .          !
 2008.3!                          *+          !!          .   0   .          !
 2008.4!                           +*         !!          .   .0  .          !
 2009.1!                           +    *     !!          .   .   0          !
 2009.2!                             * +      !!          . 0 .   .          !
 2009.3!                        *    +        !!          0   .   .          !
 2009.4!                         + *          !!          .   . 0 .          !
 2010.1!                            +     *   !!          .   .   .0         !
 2010.2!                            *   +     !!          0   .   .          !
 2010.3!                            +        *!!          .   .   .   0      !
 2010.4!                                   +  *!          .   .  0.          !
 2011.1!                                 *  + !!          .0  .   .          !
 2011.2!                                +     !!          .   0   .          !
 2011.3!                         *     +      !!        0 .   .   .          !
 2011.4!                   *      +           !!        0 .   .   .          !
 2012.1!                     +*               !!          .   .0  .          !
 2012.2!                       +       *      !!          .   .   . 0        !
 2012.3!                           *  +       !!          . 0 .   .          !
 2012.4!                           +          !!          .   0   .          !


     25.00 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@EQ  2613 LAASIKE C LASIKE(-1) PSIKE;SMPL 1968.3 2012.4;OLS;EST 2613 PLOT=0;EN
@@EQ 2614 LAAVIKE C LAVIKE(-1) PVIKE;SMPL 2013.1 2012.4;OLS;EST 2614 PLOT=0;EN
@@EQ 2615 LAANIKE C LANIKE(-1) PNIKE;SMPL 2003.3 2012.4;OLS;EST 2615 PLOT=0;EN
@@EQ 2616 LAAALKE C LAALKE(-1) PALKE;SMPL 2010.3 2012.4;OLS;EST 2616 PLOT=0;EN
@@EQ 2617 LAAIAKE C LAIAKE(-1) PIAKE;SMPL 1988.1 2012.4;OLS;EST 2617 PLOT=0;EN
@@EQ 2618 LAAINKE C LAINKE(-1) PINKE;SMPL 2000.3 2012.4;OLS;EST 2618 PLOT=0;EN
@@EQ 2619 LAAIQKE C LAIQKE(-1) PIQKE;SMPL 2013.1 2012.4;OLS;EST 2619 PLOT=0;EN
@@EQ 2620 LAAKUKE C LAKUKE(-1) PKUKE;SMPL 1992.3 2012.4;OLS;EST 2620 PLOT=0;EN
@@EQ 2621 LAALIKE C LALIKE(-1) PLIKE;SMPL 2002.3 2012.4;OLS;EST 2621 PLOT=0;EN
@@EQ 2622 LAAUAKE C LAUAKE(-1) PUAKE;SMPL 1982.3 2012.4;OLS;EST 2622 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSBA=USPX$/BAPMM;                                                      
 GENR LAAUSBA=LOG(AAUSBA+.00001);                                             
 GENR LAUSBA=LOG(AUSBA+.00001);                                               
 LHS AAUSBA=EXP(LAAUSBA)-.00001;                                              
  EQ 2623 LAAUSBA C LAUSBA(-1) PUSBA;                                         
EQUATION 1448  LAAUSBA  
   RHS     C  LAUSBA(-1)  PUSBA  
 SMPL 1972.4 2012.4;                                                          
Sample period is now  1972.4 to  2012.4 Internally:    84 to   244
 OLS;EST 1448 PLOT=0;END;                                                     

Equation number = 1448
**********************

Dependent variable = LAAUSBA 

 1972.4 -   2012.4,    0 missing obs.,  161 obs. used.

Mean of dependent variable       -2.823950614

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.302654168       0.428954009  -0.70556     1.000000
14753 LAUSBA  ( -1)       0.783527895       0.048896159  16.02432    -2.801992
14751 PUSBA   (  0)      -0.285614377       0.389908389  -0.73252     1.140900

SE of equation            =     0.492739730
Sum of squared residuals  =  38.3612058       0.122701849E-11
Average absolute error    =     0.377892472
Sum of ABS residuals      =  60.8406879    
R squared                 =   0.64446
Durbin-Watson statistic   =   2.39752
SMPL and No. Obs.         = 1972.4   2012.4    161

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.4!                                  +   *!          .   . 0 .          !
 1973.1!                           *     +    !!          0   .   .          !
 1973.2!                         +            !!          .   0   .          !
 1973.3!                        +     *       !!          .   .   .0         !
 1973.4!                           +  *       !!          .   . 0 .          !
 1974.1!                           +     *    !!          .   .   0          !
 1974.2!                              +    *  !!          .   .  0.          !
 1974.3!                               +    * !!          .   .   0          !
 1974.4!                             *  +     !!          . 0 .   .          !
 1975.1!                          +        *  !!          .   .   . 0        !
 1975.2!                               +     *!!          .   .   0          !
 1975.3!                                +*    !!          .   0   .          !
 1975.4!                             +        *!          .   .   . 0        !
 1976.1!                           *     +    !!          0   .   .          !
 1976.2!                        +       *     !!          .   .   . 0        !
 1976.3!                         *  +         !!          . 0 .   .          !
 1976.4!              *      +                !!         0.   .   .          !
 1977.1!             +         *              !!          .   .   . 0        !
 1977.2!                     +          *     !!          .   .   .   0      !
 1977.3!                           *+         !!          .  0.   .          !
 1977.4!                       *+             !!          .  0.   .          !
 1978.1!                     +                !!          .  0.   .          !
 1978.2!                    +    *            !!          .   .   0          !
 1978.3!                       +      *       !!          .   .   .0         !
 1978.4!                       *   +          !!          .0  .   .          !
 1979.1!                     +*               !!          .   .0  .          !
 1979.2!                     +       *        !!          .   .   .0         !
 1979.3!                        * +           !!          .  0.   .          !
 1979.4!                *      +              !!          0   .   .          !
 1980.1!                +           *         !!          .   .   .   0      !
 1980.2!                          +      *    !!          .   .   .0         !
 1980.3!                           *  +       !!          . 0 .   .          !
 1980.4!             *           +            !!      0   .   .   .          !
 1981.1!              +     *                 !!          .   .   0          !
 1981.2!                *  +                  !!          . 0 .   .          !
 1981.3!                +      *              !!          .   .   .0         !
 1981.4!                *    +                !!          0   .   .          !
 1982.1!        *      +                      !!         0.   .   .          !
 1982.2!         +                  *         !!          .   .   .        0 !
 1982.3!                       *+             !!          .  0.   .          !
 1982.4!                     +   *            !!          .   .  0.          !
 1983.1!                      + *             !!          .   .0  .          !
 1983.2!                      + *             !!          .   .0  .          !
 1983.3!                     +  *             !!          .   . 0 .          !
 1983.4!                *     +               !!          0   .   .          !
 1984.1!               +         *            !!          .   .   .  0       !
 1984.2!                    * +               !!          . 0 .   .          !
 1984.3!                  +*                  !!          .   .0  .          !
 1984.4!                  +        *          !!          .   .   . 0        !
 1985.1!                        +   *         !!          .   .  0.          !
 1985.2!                *       +             !!        0 .   .   .          !
 1985.3!               +  *                   !!          .   .0  .          !
 1985.4!         *       +                    !!         0.   .   .          !
 1986.1!          +       *                   !!          .   .   . 0        !
 1986.2!         *      +                     !!         0.   .   .          !
 1986.3!          +         *                 !!          .   .   .  0       !
 1986.4!               *  +                   !!          . 0 .   .          !
 1987.1!          *    +                      !!          .0  .   .          !
 1987.2!           +*                         !!          .   .0  .          !
 1987.3!            +        *                !!          .   .   . 0        !
 1987.4!                    +*                !!          .   .0  .          !
 1988.1!           *        +                 !!        0 .   .   .          !
 1988.2!          *+                          !!          .  0.   .          !
 1988.3!           +         *                !!          .   .   .  0       !
 1988.4!                    +      *          !!          .   .   .0         !
 1989.1!                  *     +             !!          0   .   .          !
 1989.2!                 +     *              !!          .   .   0          !
 1989.3!                    +                 !!          .   0   .          !
 1989.4!              *    +                  !!          .0  .   .          !
 1990.1!       *      +                       !!         0.   .   .          !
 1990.2!        +       *                     !!          .   .   .0         !
 1990.3!                +   *                 !!          .   .  0.          !
 1990.4!               *   +                  !!          .0  .   .          !
 1991.1!              *+                      !!          .   0   .          !
 1991.2!            * +                       !!          . 0 .   .          !
 1991.3!             + *                      !!          .   .0  .          !
 1991.4!               +   *                  !!          .   . 0 .          !
 1992.1!         *        +                   !!        0 .   .   .          !
 1992.2!          +     *                     !!          .   .   0          !
 1992.3!                +                     !!          .   0   .          !
 1992.4!               *+                     !!          .   0   .          !
 1993.1!     *         +                      !!       0  .   .   .          !
 1993.2!  *     +                             !!          0   .   .          !
 1993.3!     +                     *          !!          .   .   .          0
 1993.4!                  *     +             !!          0   .   .          !
 1994.1!            *    +                    !!          .0  .   .          !
 1994.2!           * +                        !!          .  0.   .          !
 1994.3!            +                         !!          .   0   .          !
 1994.4!             +     *                  !!          .   .   0          !
 1995.1!               *  +                   !!          . 0 .   .          !
 1995.2!               + *                    !!          .   .0  .          !
 1995.3!             *   +                    !!          . 0 .   .          !
 1995.4!             *+                       !!          .   0   .          !
 1996.1!         *   +                        !!          .0  .   .          !
 1996.2!          +                           !!          .   0   .          !
 1996.3!        *  +                          !!          . 0 .   .          !
 1996.4!          + *                         !!          .   . 0 .          !
 1997.1!             +*                       !!          .   .0  .          !
 1997.2!          *   +                       !!          .0  .   .          !
 1997.3!           +*                         !!          .   .0  .          !
 1997.4!           * +                        !!          .  0.   .          !
 1998.1!           + *                        !!          .   .0  .          !
 1998.2!        *    +                        !!          .0  .   .          !
 1998.3!         + *                          !!          .   .0  .          !
 1998.4!            +   *                     !!          .   .  0.          !
 1999.1!            *   +                     !!          . 0 .   .          !
 1999.2!       *    +                         !!          .0  .   .          !
 1999.3!        +    *                        !!          .   .  0.          !
 1999.4!            *+                        !!          .  0.   .          !
 2000.1!       *    +                         !!          0   .   .          !
 2000.2!      * +                             !!          . 0 .   .          !
 2000.3!        +*                            !!          .   .0  .          !
 2000.4!          +*                          !!          .   0   .          !
 2001.1!        *  +                          !!          . 0 .   .          !
 2001.2!         +*                           !!          .   .0  .          !
 2001.3!       *   +                          !!          . 0 .   .          !
 2001.4!        +     *                       !!          .   .   0          !
 2002.1!             +                        !!          .   0   .          !
 2002.2!        *    +                        !!          .0  .   .          !
 2002.3!      *  +                            !!          . 0 .   .          !
 2002.4!       +                              !!          .   0   .          !
 2003.1!     *  +                             !!          . 0 .   .          !
 2003.2!     * +                              !!          .  0.   .          !
 2003.3!       +*                             !!          .   .0  .          !
 2003.4!   *     +                            !!         0.   .   .          !
 2004.1!     +                                !!          .   0   .          !
 2004.2!      *+                              !!          .  0.   .          !
 2004.3!       +                              !!          .   0   .          !
 2004.4!       *+                             !!          .  0.   .          !
 2005.1!       *+                             !!          .  0.   .          !
 2005.2!       *+                             !!          .   0   .          !
 2005.3!       * +                            !!          .  0.   .          !
 2005.4!   *    +                             !!          0   .   .          !
 2006.1!     +*                               !!          .   .0  .          !
 2006.2!      * +                             !!          .  0.   .          !
 2006.3!   *    +                             !!          .0  .   .          !
 2006.4!     *+                               !!          .  0.   .          !
 2007.1!    *  +                              !!          . 0 .   .          !
 2007.2!      +*                              !!          .   0   .          !
 2007.3!        +*                            !!          .   .0  .          !
 2007.4!         *+                           !!          .  0.   .          !
 2008.1!  *       +                           !!        0 .   .   .          !
 2008.2!     +*                               !!          .   .0  .          !
 2008.3!     *  +                             !!          . 0 .   .          !
 2008.4!       +*                             !!          .   0   .          !
 2009.1!       * +                            !!          . 0 .   .          !
 2009.2!       *+                             !!          .  0.   .          !
 2009.3!    *   +                             !!          .0  .   .          !
 2009.4!  *   +                               !!          .0  .   .          !
 2010.1!  *  +                                !!          . 0 .   .          !
 2010.2!     +*                               !!          .   .0  .          !
 2010.3!     *  +                             !!          . 0 .   .          !
 2010.4!     * +                              !!          . 0 .   .          !
 2011.1!       + *                            !!          .   .0  .          !
 2011.2!          +                           !!          .  0.   .          !
 2011.3!     *     +                          !!          0   .   .          !
 2011.4!       +       *                      !!          .   .   .0         !
 2012.1! *             +                      !!    0     .   .   .          !
 2012.2!    +                                 !!          .   0   .          !
 2012.3! *    +                               !!          0   .   .          !
 2012.4*    +                                 !!          0   .   .          !


     31.68 percent of the residuals exceed 1 SE
      3.73 percent of the residuals exceed 2 SE
@EQ  2624 LAACABA C LACABA(-1) PCABA;SMPL 1973.3 2012.4;OLS;EST 2624 PLOT=0;EN
@EQ  2625 LAAJABA C LAJABA(-1) PJABA;SMPL 1972.4 2012.4;OLS;EST 2625 PLOT=0;EN
@EQ  2626 LAAAUBA C LAAUBA(-1) PAUBA;SMPL 1989.1 2012.4;OLS;EST 2626 PLOT=0;EN
@EQ  2627 LAAFRBA C LAFRBA(-1) PFRBA;SMPL 1973.3 2012.4;OLS;EST 2627 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEBA=GEPX$/BAPMM;                                                      
 GENR LAAGEBA=LOG(AAGEBA+.00001);                                             
 GENR LAGEBA=LOG(AGEBA+.00001);                                               
 LHS AAGEBA=EXP(LAAGEBA)-.00001;                                              
  EQ 2628 LAAGEBA C LAGEBA(-1) PGEBA;                                         
EQUATION 1449  LAAGEBA  
   RHS     C  LAGEBA(-1)  PGEBA  
 SMPL 1972.4 2012.4;                                                          
Sample period is now  1972.4 to  2012.4 Internally:    84 to   244
 OLS;EST 1449 PLOT=0;END;                                                     

Equation number = 1449
**********************

Dependent variable = LAAGEBA 

 1972.4 -   2012.4,    0 missing obs.,  161 obs. used.

Mean of dependent variable       -3.347631269

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.400289776       0.227432346  -1.76004     1.000000
14756 LAGEBA  ( -1)       0.626012167       0.061112849  10.24354    -3.340761
14754 PGEBA   (  0)      -0.839760231       0.246098688  -3.41229     1.019320

SE of equation            =     0.364469688
Sum of squared residuals  =  20.9884282       0.511146681E-12
Average absolute error    =     0.267681794
Sum of ABS residuals      =  43.0967688    
R squared                 =   0.57221
Durbin-Watson statistic   =   2.26192
SMPL and No. Obs.         = 1972.4   2012.4    161

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.4!                     +       *        !!          .   .   .   0      !
 1973.1!              *           +           !!   0      .   .   .          !
 1973.2!                +          *          !!          .   .   .     0    !
 1973.3!                       +              *!          .   .   .         0!
 1973.4!                         *    +       !!         0.   .   .          !
 1974.1!                       + *            !!          .   . 0 .          !
 1974.2!                       +   *          !!          .   .   0          !
 1974.3!                        +             !!          .   0   .          !
 1974.4!                      +        *      !!          .   .   .   0      !
 1975.1!               *          +           !!    0     .   .   .          !
 1975.2!                +*                    !!          .   .0  .          !
 1975.3!                  +  *                !!          .   .  0.          !
 1975.4!                    + *               !!          .   . 0 .          !
 1976.1!                     +    *           !!          .   .   0          !
 1976.2!                     +  *             !!          .   .  0.          !
 1976.3!                  * +                 !!          .  0.   .          !
 1976.4!              +  *                    !!          .   .  0.          !
 1977.1!              +                *      !!          .   .   .          0
 1977.2!                    *   +             !!          0   .   .          !
 1977.3!         *        +                   !!      0   .   .   .          !
 1977.4!           +              *           !!          .   .   .        0 !
 1978.1!                     +   *            !!          .   .   0          !
 1978.2!                     +    *           !!          .   .   0          !
 1978.3!                  *  +                !!          .0  .   .          !
 1978.4!                +*                    !!          .   .0  .          !
 1979.1!               +           *          !!          .   .   .      0   !
 1979.2!                      +*              !!          .   0   .          !
 1979.3!                *  +                  !!          .0  .   .          !
 1979.4!             *  +                     !!          .0  .   .          !
 1980.1!             +   *                    !!          .   .   0          !
 1980.2!            *     +                   !!        0 .   .   .          !
 1980.3!              +    *                  !!          .   .   0          !
 1980.4!              *    +                  !!         0.   .   .          !
 1981.1!                +                     !!          .  0.   .          !
 1981.2!                 +*                   !!          .   .0  .          !
 1981.3!                   +    *             !!          .   .   0          !
 1981.4!                 *    +               !!         0.   .   .          !
 1982.1!              *  +                    !!          . 0 .   .          !
 1982.2!                +*                    !!          .   .0  .          !
 1982.3!            *     +                   !!         0.   .   .          !
 1982.4!               +                      !!          .   .0  .          !
 1983.1!                +      *              !!          .   .   . 0        !
 1983.2!                     +                !!          .   0   .          !
 1983.3!                    *+                !!          .   0   .          !
 1983.4!                    +  *              !!          .   .  0.          !
 1984.1!                      +*              !!          .   .0  .          !
 1984.2!                  *   +               !!          .0  .   .          !
 1984.3!                   +*                 !!          .   0   .          !
 1984.4!                     + *              !!          .   . 0 .          !
 1985.1!                   *   +              !!          0   .   .          !
 1985.2!                    + *               !!          .   . 0 .          !
 1985.3!                     +    *           !!          .   .   0          !
 1985.4!                       +*             !!          .   0   .          !
 1986.1!                  *  +                !!          .0  .   .          !
 1986.2!                +  *                  !!          .   .  0.          !
 1986.3!                 +                    !!          .   0   .          !
 1986.4!               +   *                  !!          .   .  0.          !
 1987.1!                +      *              !!          .   .   .  0       !
 1987.2!                  +  *                !!          .   .  0.          !
 1987.3!                 +*                   !!          .   .0  .          !
 1987.4!          *     +                     !!         0.   .   .          !
 1988.1!        *  +                          !!          .0  .   .          !
 1988.2!         +    *                       !!          .   .   .0         !
 1988.3!              +  *                    !!          .   .  0.          !
 1988.4!                +  *                  !!          .   .  0.          !
 1989.1!             *   +                    !!          .0  .   .          !
 1989.2!            * +                       !!          .  0.   .          !
 1989.3!            +*                        !!          .   .0  .          !
 1989.4!             +*                       !!          .   0   .          !
 1990.1!            +    *                    !!          .   .   0          !
 1990.2!        *      +                      !!        0 .   .   .          !
 1990.3!         +      *                     !!          .   .   . 0        !
 1990.4!               +                      !!          .   0   .          !
 1991.1!              + *                     !!          .   . 0 .          !
 1991.2!             * +                      !!          .  0.   .          !
 1991.3!             *+                       !!          .  0.   .          !
 1991.4!            +*                        !!          .   .0  .          !
 1992.1!            +      *                  !!          .   .   . 0        !
 1992.2!           *    +                     !!         0.   .   .          !
 1992.3!          +  *                        !!          .   .  0.          !
 1992.4*            +                         !!  0       .   .   .          !
 1993.1!    + *                               !!          .   . 0 .          !
 1993.2!         +         *                  !!          .   .   .    0     !
 1993.3!             *  +                     !!          .0  .   .          !
 1993.4!             + *                      !!          .   . 0 .          !
 1994.1!         *    +                       !!         0.   .   .          !
 1994.2!           + *                        !!          .   . 0 .          !
 1994.3!             + *                      !!          .   . 0 .          !
 1994.4!              +    *                  !!          .   .   0          !
 1995.1!             *  +                     !!          .0  .   .          !
 1995.2!            +                         !!          .   0   .          !
 1995.3!        *   +                         !!          0   .   .          !
 1995.4!       *+                             !!          .  0.   .          !
 1996.1!        +  *                          !!          .   . 0 .          !
 1996.2!    *      +                          !!       0  .   .   .          !
 1996.3!      *+                              !!          .  0.   .          !
 1996.4!        + *                           !!          .   . 0 .          !
 1997.1!            + *                       !!          .   . 0 .          !
 1997.2!             *+                       !!          .  0.   .          !
 1997.3!              +                       !!          .   0   .          !
 1997.4!        *     +                       !!         0.   .   .          !
 1998.1!      *  +                            !!          .0  .   .          !
 1998.2!        + *                           !!          .   . 0 .          !
 1998.3!     *     +                          !!        0 .   .   .          !
 1998.4! *     +                              !!        0 .   .   .          !
 1999.1!     +*                               !!          .   .0  .          !
 1999.2!       *+                             !!          .  0.   .          !
 1999.3!         +                            !!          .   0   .          !
 1999.4!      *    +                          !!         0.   .   .          !
 2000.1!        *+                            !!          .  0.   .          !
 2000.2!          *+                          !!          .  0.   .          !
 2000.3!       *     +                        !!         0.   .   .          !
 2000.4!        *  +                          !!          .0  .   .          !
 2001.1!           +                          !!          .   0   .          !
 2001.2!            *+                        !!          .  0.   .          !
 2001.3!             +*                       !!          .   .0  .          !
 2001.4!        *     +                       !!        0 .   .   .          !
 2002.1!           + *                        !!          .   . 0 .          !
 2002.2!          *  +                        !!          .0  .   .          !
 2002.3!       *   +                          !!          0   .   .          !
 2002.4!     *   +                            !!          0   .   .          !
 2003.1!       +*                             !!          .   .0  .          !
 2003.2!        +*                            !!          .   .0  .          !
 2003.3!         +                            !!          .   0   .          !
 2003.4!      *  +                            !!          . 0 .   .          !
 2004.1!       +   *                          !!          .   .   0          !
 2004.2!          +                           !!          .   0   .          !
 2004.3!     *    +                           !!          0   .   .          !
 2004.4!      +    *                          !!          .   .   0          !
 2005.1!         +*                           !!          .   .0  .          !
 2005.2!         +*                           !!          .   .0  .          !
 2005.3!         +                            !!          .   0   .          !
 2005.4!          +*                          !!          .   . 0 .          !
 2006.1!           +  *                       !!          .   .  0.          !
 2006.2!        *   +                         !!          0   .   .          !
 2006.3!        + *                           !!          .   .0  .          !
 2006.4!      *   +                           !!          .0  .   .          !
 2007.1!       + *                            !!          .   .0  .          !
 2007.2!    *   +                             !!          .0  .   .          !
 2007.3!      +                               !!          .   0   .          !
 2007.4!    *  +                              !!          .0  .   .          !
 2008.1!     +                                !!          .   0   .          !
 2008.2!      +*                              !!          .   .0  .          !
 2008.3!        +                             !!          .   .0  .          !
 2008.4!    *    +                            !!          0   .   .          !
 2009.1!    * +                               !!          .0  .   .          !
 2009.2!     +     *                          !!          .   .   .0         !
 2009.3!       *  +                           !!          .0  .   .          !
 2009.4!        +                             !!          .   0   .          !
 2010.1!        *+                            !!          .  0.   .          !
 2010.2!        * +                           !!          . 0 .   .          !
 2010.3!        * +                           !!          .  0.   .          !
 2010.4!          +*                          !!          .   . 0 .          !
 2011.1!           *+                         !!          .  0.   .          !
 2011.2!     *      +                         !!        0 .   .   .          !
 2011.3!     * +                              !!          . 0 .   .          !
 2011.4!    *   +                             !!          0   .   .          !
 2012.1!      * +                             !!          . 0 .   .          !
 2012.2!     *   +                            !!          .0  .   .          !
 2012.3!        *+                            !!          .  0.   .          !
 2012.4!       *  +                           !!          .0  .   .          !


     24.84 percent of the residuals exceed 1 SE
      5.59 percent of the residuals exceed 2 SE
@EQ  2629 LAAITBA C LAITBA(-1) PITBA;SMPL 1978.1 2012.4;OLS;EST 2629 PLOT=0;EN
@EQ  2630 LAANEBA C LANEBA(-1) PNEBA;SMPL 1973.3 2012.4;OLS;EST 2630 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTBA=STPX$/BAPMM;                                                      
 GENR LAASTBA=LOG(AASTBA+.00001);                                             
 GENR LASTBA=LOG(ASTBA+.00001);                                               
 LHS AASTBA=EXP(LAASTBA)-.00001;                                              
  EQ 2631 LAASTBA C LASTBA(-1) PSTBA;                                         
EQUATION 1450  LAASTBA  
   RHS     C  LASTBA(-1)  PSTBA  
 SMPL 1973.3 2012.4;                                                          
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
 OLS;EST 1450 PLOT=0;END;                                                     

Equation number = 1450
**********************

Dependent variable = LAASTBA 

 1973.3 -   2012.4,    0 missing obs.,  158 obs. used.

Mean of dependent variable       -4.991034723

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.021560902       0.297035883  -6.80578     1.000000
14759 LASTBA  ( -1)       0.470921405       0.071585258   6.57847    -4.985526
14757 PSTBA   (  0)      -0.643630111       0.146763597  -4.38549     0.965901

SE of equation            =     0.300918735
Sum of squared residuals  =  14.0355732      -0.246380694E-10
Average absolute error    =     0.230380260
Sum of ABS residuals      =  36.4000811    
R squared                 =   0.48929
Durbin-Watson statistic   =   1.97644
SMPL and No. Obs.         = 1973.3   2012.4    158

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.3!             *         +              !!   0    .     .     .        !
 1973.4!                   +   *              !!        .     .   0 .        !
 1974.1!                         +       *    !!        .     .     .  0     !
 1974.2!                              +       *!        .     .     .  0     !
 1974.3!                      *         +     !!    0   .     .     .        !
 1974.4!          *             +             !!0       .     .     .        !
 1975.1!                 +                    !!        .     0     .        !
 1975.2!             *       +                !!      0 .     .     .        !
 1975.3!                   +              *   !!        .     .     .        0
 1975.4!                     *       +        !!      0 .     .     .        !
 1976.1!                *      +              !!        0     .     .        !
 1976.2!        *         +                   !!    0   .     .     .        !
 1976.3!              +      *                !!        .     .     .0       !
 1976.4!                   +       *          !!        .     .     . 0      !
 1977.1!                       +   *          !!        .     .    0.        !
 1977.2!          *             +             !0        .     .     .        !
 1977.3!                 +  *                 !!        .     .   0 .        !
 1977.4!                     +  *             !!        .     .   0 .        !
 1978.1!                *     +               !!        0     .     .        !
 1978.2!                  + *                 !!        .     . 0   .        !
 1978.3!            *      +                  !!       0.     .     .        !
 1978.4!               + *                    !!        .     . 0   .        !
 1979.1!                  +          *        !!        .     .     .     0  !
 1979.2!            *           +             !! 0      .     .     .        !
 1979.3!             *  +                     !!        .  0  .     .        !
 1979.4!                 + *                  !!        .     . 0   .        !
 1980.1!                    +  *              !!        .     .  0  .        !
 1980.2!                    *  +              !!        . 0   .     .        !
 1980.3!              *      +                !!      0 .     .     .        !
 1980.4!               *   +                  !!        . 0   .     .        !
 1981.1!                   *+                 !!        .    0.     .        !
 1981.2!                     +   *            !!        .     .   0 .        !
 1981.3!                    *   +             !!        . 0   .     .        !
 1981.4!                     +     *          !!        .     .     0        !
 1982.1!                    *  +              !!        .  0  .     .        !
 1982.2!                     +*               !!        .     .0    .        !
 1982.3!              *       +               !!      0 .     .     .        !
 1982.4!                  +*                  !!        .     0     .        !
 1983.1!                    +      *          !!        .     .     .0       !
 1983.2!                        + *           !!        .     . 0   .        !
 1983.3!                        +        *    !!        .     .     .  0     !
 1983.4!                            +  *      !!        .     .  0  .        !
 1984.1!                    *     +           !!       0.     .     .        !
 1984.2!              *       +               !!      0 .     .     .        !
 1984.3!                   +   *              !!        .     .   0 .        !
 1984.4!                      * +             !!        .   0 .     .        !
 1985.1!                        +  *          !!        .     .  0  .        !
 1985.2!                          +           !!        .     0     .        !
 1985.3!                         +    *       !!        .     .    0.        !
 1985.4!                          +*          !!        .     .0    .        !
 1986.1!                        +     *       !!        .     .     .0       !
 1986.2!                        +            *!!        .     .     .      0 !
 1986.3!                           +  *       !!        .     .  0  .        !
 1986.4!                        +*            !!        .     .0    .        !
 1987.1!                     +     *          !!        .     .     0        !
 1987.2!                     +      *         !!        .     .     .0       !
 1987.3!                      +       *       !!        .     .     . 0      !
 1987.4!                   *    +             !!        .0    .     .        !
 1988.1!               *  +                   !!        . 0   .     .        !
 1988.2!                +      *              !!        .     .     .0       !
 1988.3!                     +   *            !!        .     .    0.        !
 1988.4!                      +*              !!        .     .0    .        !
 1989.1!                     +    *           !!        .     .    0.        !
 1989.2!               *       +              !!      0 .     .     .        !
 1989.3!              * +                     !!        .   0 .     .        !
 1989.4!                 +  *                 !!        .     .  0  .        !
 1990.1!                  + *                 !!        .     . 0   .        !
 1990.2!                  +   *               !!        .     .   0 .        !
 1990.3!                   +    *             !!        .     .    0.        !
 1990.4!                    *+                !!        .     0     .        !
 1991.1!                   +  *               !!        .     .   0 .        !
 1991.2!                    +  *              !!        .     .   0 .        !
 1991.3!       *             +                !0        .     .     .        !
 1991.4!            +       *                 !!        .     .     . 0      !
 1992.1!                  +                   !!        .     0     .        !
 1992.2!                 *+                   !!        .   0 .     .        !
 1992.3!                + *                   !!        .     . 0   .        !
 1992.4!                 + *                  !!        .     . 0   .        !
 1993.1!             *    +                   !!        0     .     .        !
 1993.2!              *  +                    !!        .  0  .     .        !
 1993.3!                + *                   !!        .     . 0   .        !
 1993.4!                  +*                  !!        .     . 0   .        !
 1994.1!                   +  *               !!        .     .  0  .        !
 1994.2!                *   +                 !!        . 0   .     .        !
 1994.3!                 +*                   !!        .     . 0   .        !
 1994.4!                  +                   !!        .     0     .        !
 1995.1!          *       +                   !!      0 .     .     .        !
 1995.2!            *+                        !!        .    0.     .        !
 1995.3!              +  *                    !!        .     .  0  .        !
 1995.4!        *       +                     !!      0 .     .     .        !
 1996.1!            +             *           !!        .     .     .       0!
 1996.2!                 *   +                !!        .0    .     .        !
 1996.3!              *  +                    !!        .  0  .     .        !
 1996.4!         *      +                     !!       0.     .     .        !
 1997.1!              +                       !!        .    0.     .        !
 1997.2!                + *                   !!        .     . 0   .        !
 1997.3!                   + *                !!        .     .  0  .        !
 1997.4!                  *+                  !!        .    0.     .        !
 1998.1!              *  +                    !!        .  0  .     .        !
 1998.2!               +      *               !!        .     .     .0       !
 1998.3!                 * +                  !!        .   0 .     .        !
 1998.4!             *  +                     !!        .  0  .     .        !
 1999.1!         *     +                      !!        0     .     .        !
 1999.2!       *    +                         !!        .0    .     .        !
 1999.3!            + *                       !!        .     .  0  .        !
 1999.4!                +     *               !!        .     .     0        !
 2000.1!                    +  *              !!        .     .  0  .        !
 2000.2!                    +*                !!        .     .0    .        !
 2000.3!                   *+                 !!        .    0.     .        !
 2000.4!                   +  *               !!        .     .  0  .        !
 2001.1!                    +   *             !!        .     .    0.        !
 2001.2!                    *+                !!        .    0.     .        !
 2001.3!                  + *                 !!        .     . 0   .        !
 2001.4!                  + *                 !!        .     . 0   .        !
 2002.1!                  +*                  !!        .     .0    .        !
 2002.2!                * +                   !!        .    0.     .        !
 2002.3!                +*                    !!        .     . 0   .        !
 2002.4!                +                     !!        .     0     .        !
 2003.1!               +                      !!        .     0     .        !
 2003.2!             *+                       !!        .    0.     .        !
 2003.3!             +*                       !!        .     .0    .        !
 2003.4!            *+                        !!        .    0.     .        !
 2004.1!             +    *                   !!        .     .     0        !
 2004.2!               +*                     !!        .     .0    .        !
 2004.3!              +  *                    !!        .     .  0  .        !
 2004.4!              +  *                    !!        .     .  0  .        !
 2005.1!              +*                      !!        .     .0    .        !
 2005.2!             + *                      !!        .     .  0  .        !
 2005.3!              +  *                    !!        .     .  0  .        !
 2005.4!               +*                     !!        .     .0    .        !
 2006.1!              +*                      !!        .     .0    .        !
 2006.2!              *+                      !!        .    0.     .        !
 2006.3!             + *                      !!        .     . 0   .        !
 2006.4!              + *                     !!        .     . 0   .        !
 2007.1!            * +                       !!        .   0 .     .        !
 2007.2!            +*                        !!        .     .0    .        !
 2007.3!            +                         !!        .     0     .        !
 2007.4!             +                        !!        .     .0    .        !
 2008.1!            *+                        !!        .     0     .        !
 2008.2!            +  *                      !!        .     .  0  .        !
 2008.3!             +    *                   !!        .     .    0.        !
 2008.4!               +                      !!        .     .0    .        !
 2009.1! *           +                        !!  0     .     .     .        !
 2009.2!  *  +                                !!        . 0   .     .        !
 2009.3!   *  +                               !!        .  0  .     .        !
 2009.4!       +*                             !!        .     .0    .        !
 2010.1!    *    +                            !!        .0    .     .        !
 2010.2!  *     +                             !!       0.     .     .        !
 2010.3*       +                              !!      0 .     .     .        !
 2010.4!  *  +                                !!        .  0  .     .        !
 2011.1!       +                              !!        .     0     .        !
 2011.2!         +*                           !!        .     .0    .        !
 2011.3!       * +                            !!        .   0 .     .        !
 2011.4!      *  +                            !!        .  0  .     .        !
 2012.1!  *      +                            !!       0.     .     .        !
 2012.2!     * +                              !!        .   0 .     .        !
 2012.3!        +                             !!        .    0.     .        !
 2012.4!       *  +                           !!        .  0  .     .        !


     29.11 percent of the residuals exceed 1 SE
      5.70 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKBA=UKPX$/BAPMM;                                                      
 GENR LAAUKBA=LOG(AAUKBA+.00001);                                             
 GENR LAUKBA=LOG(AUKBA+.00001);                                               
 LHS AAUKBA=EXP(LAAUKBA)-.00001;                                              
  EQ 2632 LAAUKBA C LAUKBA(-1) PUKBA;                                         
EQUATION 1451  LAAUKBA  
   RHS     C  LAUKBA(-1)  PUKBA  
 SMPL 1973.3 2012.4;                                                          
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
 OLS;EST 1451 PLOT=0;END;                                                     

Equation number = 1451
**********************

Dependent variable = LAAUKBA 

 1973.3 -   2012.4,    0 missing obs.,  158 obs. used.

Mean of dependent variable       -3.644849548

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.008200467       0.208584478  -0.03931     1.000000
14762 LAUKBA  ( -1)       0.906013102       0.032743776  27.66978    -3.623373
14760 PUKBA   (  0)      -0.349935985       0.234707909  -1.49094     1.011114

SE of equation            =     0.330918124
Sum of squared residuals  =  16.9735548       0.581446002E-11
Average absolute error    =     0.260703531
Sum of ABS residuals      =  41.1911578    
R squared                 =   0.87278
Durbin-Watson statistic   =   2.60836
SMPL and No. Obs.         = 1973.3   2012.4    158

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.3!                               *   +  !!      0 .     .     .        !
 1973.4!                             *+       !!        .   0 .     .        !
 1974.1!                         *   +        !!      0 .     .     .        !
 1974.2!                   *     +            !!   0    .     .     .        !
 1974.3!                   +       *          !!        .     .     .     0  !
 1974.4!                         * +          !!        .  0  .     .        !
 1975.1!                      *  +            !!        .0    .     .        !
 1975.2!                      *+              !!        .    0.     .        !
 1975.3!                       + *            !!        .     .   0 .        !
 1975.4!                        *+            !!        .   0 .     .        !
 1976.1!                        +        *    !!        .     .     .       0!
 1976.2!                               *+     !!        .    0.     .        !
 1976.3!                            * +       !!        . 0   .     .        !
 1976.4!                           +      *   !!        .     .     .    0   !
 1977.1!                             *  +     !!        0     .     .        !
 1977.2!                           *+         !!        .  0  .     .        !
 1977.3!                          +  *        !!        .     .    0.        !
 1977.4!                            +*        !!        .     . 0   .        !
 1978.1!                            + *       !!        .     . 0   .        !
 1978.2!                             +    *   !!        .     .     .  0     !
 1978.3!                               * +    !!        .  0  .     .        !
 1978.4!                              +       *!        .     .     .      0 !
 1979.1!                                  * + !!        .  0  .     .        !
 1979.2!                             *   +    !!        0     .     .        !
 1979.3!                            +    *    !!        .     .     .  0     !
 1979.4!                                +    *!!        .     .     . 0      !
 1980.1!                                   +  !!        .     0     .        !
 1980.2!                                 +    !!        .    0.     .        !
 1980.3!                               +   *  !!        .     .     .0       !
 1980.4!                                 +*   !!        .     .0    .        !
 1981.1!                           *    +     !!      0 .     .     .        !
 1981.2!                         + *          !!        .     .  0  .        !
 1981.3!                    *     +           !!     0  .     .     .        !
 1981.4!                    +*                !!        .     . 0   .        !
 1982.1!                    +       *         !!        .     .     .       0!
 1982.2!                      *    +          !!       0.     .     .        !
 1982.3!                     +  *             !!        .     .   0 .        !
 1982.4!                       +   *          !!        .     .     . 0      !
 1983.1!                         *+           !!        .   0 .     .        !
 1983.2!                        +  *          !!        .     .    0.        !
 1983.3!                        * +           !!        . 0   .     .        !
 1983.4!                       +*             !!        .     . 0   .        !
 1984.1!                       +*             !!        .     .0    .        !
 1984.2!                      *+              !!        .   0 .     .        !
 1984.3!                   * +                !!        .0    .     .        !
 1984.4!                   +                  !!        .    0.     .        !
 1985.1!                  *+                  !!        .    0.     .        !
 1985.2!                  +      *            !!        .     .     .    0   !
 1985.3!                        + *           !!        .     .   0 .        !
 1985.4!                        *+            !!        .   0 .     .        !
 1986.1!                    *  +              !!        0     .     .        !
 1986.2!                   +*                 !!        .     . 0   .        !
 1986.3!                    +                 !!        .    0.     .        !
 1986.4!                   +  *               !!        .     .    0.        !
 1987.1!                     +                !!        .    0.     .        !
 1987.2!                    +                 !!        .     0     .        !
 1987.3!                 * +                  !!        .0    .     .        !
 1987.4!                +       *             !!        .     .     .      0 !
 1988.1!                       +              !!        .     .0    .        !
 1988.2!                    * +               !!        .  0  .     .        !
 1988.3!                    +   *             !!        .     .     0        !
 1988.4!                       +              !!        .     0     .        !
 1989.1!                      +   *           !!        .     .     . 0      !
 1989.2!                   *     +            !!   0    .     .     .        !
 1989.3!                  +*                  !!        .     .0    .        !
 1989.4!                   +     *            !!        .     .     .   0    !
 1990.1!                  *     +             !!    0   .     .     .        !
 1990.2!                  +*                  !!        .     . 0   .        !
 1990.3!                  +        *          !!        .     .     .        0
 1990.4!                      *   +           !!        .0    .     .        !
 1991.1!                  *   +               !!        0     .     .        !
 1991.2!                  +                   !!        .     .0    .        !
 1991.3!               *  +                   !!        .0    .     .        !
 1991.4!              *+                      !!        .     0     .        !
 1992.1!              +                       !!        .     0     .        !
 1992.2!              + *                     !!        .     .   0 .        !
 1992.3!             *  +                     !!        .0    .     .        !
 1992.4!             +   *                    !!        .     .     . 0      !
 1993.1!                *+                    !!        .   0 .     .        !
 1993.2!                + *                   !!        .     .  0  .        !
 1993.3!              *  +                    !!        .0    .     .        !
 1993.4!              +     *                 !!        .     .     .  0     !
 1994.1!                *  +                  !!        0     .     .        !
 1994.2!                + *                   !!        .     .  0  .        !
 1994.3!             *   +                    !!       0.     .     .        !
 1994.4!             *+                       !!        .    0.     .        !
 1995.1!             +      *                 !!        .     .     .    0   !
 1995.2!                 * +                  !!        . 0   .     .        !
 1995.3!                *+                    !!        .   0 .     .        !
 1995.4!                +                     !!        .     .0    .        !
 1996.1!               *+                     !!        .    0.     .        !
 1996.2!            *  +                      !!        0     .     .        !
 1996.3!            +  *                      !!        .     .   0 .        !
 1996.4!              +  *                    !!        .     .   0 .        !
 1997.1!                 +                    !!        .     .0    .        !
 1997.2!                 +                    !!        .     0     .        !
 1997.3!               * +                    !!        .  0  .     .        !
 1997.4!              +*                      !!        .     . 0   .        !
 1998.1!               +*                     !!        .     .  0  .        !
 1998.2!              * +                     !!        .   0 .     .        !
 1998.3!              +                       !!        .     .0    .        !
 1998.4!              +   *                   !!        .     .     0        !
 1999.1!           *     +                    !!  0     .     .     .        !
 1999.2!           +  *                       !!        .     .     0        !
 1999.3!              +*                      !!        .     .0    .        !
 1999.4!            * +                       !!        .0    .     .        !
 2000.1!          * +                         !!        .  0  .     .        !
 2000.2!          +     *                     !!        .     .     .   0    !
 2000.3!             *  +                     !!        0     .     .        !
 2000.4!            *+                        !!        .    0.     .        !
 2001.1!          * +                         !!        .0    .     .        !
 2001.2!          +                           !!        .     0     .        !
 2001.3!          + *                         !!        .     .  0  .        !
 2001.4!            +                         !!        .     0     .        !
 2002.1!            +*                        !!        .     .0    .        !
 2002.2!            *+                        !!        .    0.     .        !
 2002.3!           *+                         !!        .  0  .     .        !
 2002.4!        *  +                          !!        .0    .     .        !
 2003.1!        +*                            !!        .     . 0   .        !
 2003.2!      *  +                            !!        0     .     .        !
 2003.3!      + *                             !!        .     .   0 .        !
 2003.4!         +                            !!        .     0     .        !
 2004.1!         +*                           !!        .     . 0   .        !
 2004.2!      *   +                           !!      0 .     .     .        !
 2004.3!      +   *                           !!        .     .     . 0      !
 2004.4!        * +                           !!        .  0  .     .        !
 2005.1!      * +                             !!        .   0 .     .        !
 2005.2!      +  *                            !!        .     .    0.        !
 2005.3!         +*                           !!        .     0     .        !
 2005.4!          +                           !!        .     0     .        !
 2006.1!         +                            !!        .    0.     .        !
 2006.2!       * +                            !!        .  0  .     .        !
 2006.3!    *  +                              !!        .0    .     .        !
 2006.4!     +   *                            !!        .     .     .0       !
 2007.1!     *   +                            !!        0     .     .        !
 2007.2!   *  +                               !!        . 0   .     .        !
 2007.3! *  +                                 !!        .0    .     .        !
 2007.4!  +  *                                !!        .     .    0.        !
 2008.1!    *+                                !!        .  0  .     .        !
 2008.2! *  +                                 !!        0     .     .        !
 2008.3* +                                    !!        .  0  .     .        !
 2008.4! +   *                                !!        .     .     . 0      !
 2009.1! *    +                               !!     0  .     .     .        !
 2009.2!  +  *                                !!        .     .   0 .        !
 2009.3!  *   +                               !!        0     .     .        !
 2009.4!  *+                                  !!        .   0 .     .        !
 2010.1!  * +                                 !!        .  0  .     .        !
 2010.2!   +   *                              !!        .     .     .0       !
 2010.3!   *    +                             !!      0 .     .     .        !
 2010.4!   *+                                 !!        .   0 .     .        !
 2011.1!    +  *                              !!        .     .   0 .        !
 2011.2!    *   +                             !!        0     .     .        !
 2011.3!  *  +                                !!        .0    .     .        !
 2011.4!   +                                  !!        .    0.     .        !
 2012.1!   *+                                 !!        .    0.     .        !
 2012.2*    +                                 !!     0  .     .     .        !
 2012.3! +*                                   !!        .     . 0   .        !
 2012.4! * +                                  !!        .  0  .     .        !


     32.28 percent of the residuals exceed 1 SE
      4.43 percent of the residuals exceed 2 SE
@EQ  2633 LAAFIBA C LAFIBA(-1) PFIBA;SMPL 1979.2 2012.4;OLS;EST 2633 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASBA=ASPX$/BAPMM;                                                      
 GENR LAAASBA=LOG(AAASBA+.00001);                                             
 GENR LAASBA=LOG(AASBA+.00001);                                               
 LHS AAASBA=EXP(LAAASBA)-.00001;                                              
  EQ 2634 LAAASBA C LAASBA(-1) PASBA;                                         
EQUATION 1452  LAAASBA  
   RHS     C  LAASBA(-1)  PASBA  
 SMPL 1974.3 2012.4;                                                          
Sample period is now  1974.3 to  2012.4 Internally:    91 to   244
 OLS;EST 1452 PLOT=0;END;                                                     

Equation number = 1452
**********************

Dependent variable = LAAASBA 

 1974.3 -   2012.4,    0 missing obs.,  154 obs. used.

Mean of dependent variable       -3.866031502

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.394098011       0.265221804  -5.25635     1.000000
14765 LAASBA  ( -1)       0.509767630       0.069601060   7.32414    -3.848859
14763 PASBA   (  0)      -0.473672396       0.185151473  -2.55830     1.076504

SE of equation            =     0.556233555
Sum of squared residuals  =  46.7187609       0.413757917E-11
Average absolute error    =     0.414531456
Sum of ABS residuals      =  63.8378442    
R squared                 =   0.37354
Durbin-Watson statistic   =   2.10338
SMPL and No. Obs.         = 1974.3   2012.4    154

Plot of actual(*) and fitted(+) values and residuals(0)


 1974.3!                            +     *   !!          .   .   .0         !
 1974.4!                           +        * !!          .   .   .  0       !
 1975.1!                      *     +         !!         0.   .   .          !
 1975.2!                     +   *            !!          .   .  0.          !
 1975.3!                       +              !!          .   0   .          !
 1975.4!                     +     *          !!          .   .   .0         !
 1976.1!              *         +             !!      0   .   .   .          !
 1976.2!              *+                      !!          .  0.   .          !
 1976.3!    *           +                     !!     0    .   .   .          !
 1976.4!          +                 *         !!          .   .   .         0!
 1977.1!                  *    +              !!          .0  .   .          !
 1977.2!                  +    *              !!          .   .  0.          !
 1977.3!                     +           *    !!          .   .   .    0     !
 1977.4!                *         +           !!      0   .   .   .          !
 1978.1!                  +        *          !!          .   .   .  0       !
 1978.2!                       +*             !!          .   0   .          !
 1978.3!              *       +               !!        0 .   .   .          !
 1978.4!                 +                    !!          .   0   .          !
 1979.1!                  +        *          !!          .   .   .  0       !
 1979.2!                       +       *      !!          .   .   . 0        !
 1979.3!                         +            *!          .   .   .     0    !
 1979.4!                             +  *     !!          .   .  0.          !
 1980.1!                       *  +           !!          . 0 .   .          !
 1980.2!                      +               !!          .   0   .          !
 1980.3!                    *+                !!          .  0.   .          !
 1980.4!                    +   *             !!          .   .  0.          !
 1981.1!                      +      *        !!          .   .   .0         !
 1981.2!                        +      *      !!          .   .   . 0        !
 1981.3!                  *      +            !!         0.   .   .          !
 1981.4!                   +                  !!          .   0   .          !
 1982.1!                  +       *           !!          .   .   . 0        !
 1982.2!                    *  +              !!          . 0 .   .          !
 1982.3!                    +*                !!          .   .0  .          !
 1982.4!      *             +                 !!   0      .   .   .          !
 1983.1!       *    +                         !!          0   .   .          !
 1983.2!       *     +                        !!         0.   .   .          !
 1983.3!             +         *              !!          .   .   .   0      !
 1983.4!                     +  *             !!          .   . 0 .          !
 1984.1!                      +         *     !!          .   .   .   0      !
 1984.2!                          +      *    !!          .   .   .0         !
 1984.3!                          + *         !!          .   .0  .          !
 1984.4!                        + *           !!          .   . 0 .          !
 1985.1!                   *    +             !!          0   .   .          !
 1985.2!         *          +                 !!     0    .   .   .          !
 1985.3!           *   +                      !!          . 0 .   .          !
 1985.4!                +                     !!          .   0   .          !
 1986.1!           *       +                  !!       0  .   .   .          !
 1986.2!               +    *                 !!          .   .   0          !
 1986.3!                    *+                !!          .   0   .          !
 1986.4!              *      +                !!         0.   .   .          !
 1987.1*                  +                   !0          .   .   .          !
 1987.2!          +*                          !!          .   .0  .          !
 1987.3!                +   *                 !!          .   .  0.          !
 1987.4!            *        +                !!       0  .   .   .          !
 1988.1!                 +  *                 !!          .   .  0.          !
 1988.2!               *    +                 !!          0   .   .          !
 1988.3!             *   +                    !!          .0  .   .          !
 1988.4!                + *                   !!          .   .0  .          !
 1989.1!                  +    *              !!          .   .  0.          !
 1989.2!                     +                !!          .   0   .          !
 1989.3!                   +  *               !!          .   . 0 .          !
 1989.4!               *     +                !!         0.   .   .          !
 1990.1!                 +     *              !!          .   .   0          !
 1990.2!                 *   +                !!          .0  .   .          !
 1990.3!   *               +                  !! 0        .   .   .          !
 1990.4!            +  *                      !!          .   . 0 .          !
 1991.1!                  +       *           !!          .   .   . 0        !
 1991.2!                        +             !!          .   0   .          !
 1991.3!                  *    +              !!          0   .   .          !
 1991.4!                   +     *            !!          .   .   .0         !
 1992.1!                       +  *           !!          .   . 0 .          !
 1992.2!                   *    +             !!          0   .   .          !
 1992.3!            *       +                 !!       0  .   .   .          !
 1992.4!                 +    *               !!          .   .   0          !
 1993.1!                 *    +               !!          .0  .   .          !
 1993.2!                    +   *             !!          .   .  0.          !
 1993.3!                *      +              !!        0 .   .   .          !
 1993.4!                   +*                 !!          .   .0  .          !
 1994.1!                     +*               !!          .   .0  .          !
 1994.2!                    * +               !!          . 0 .   .          !
 1994.3!              *      +                !!         0.   .   .          !
 1994.4!                  +    *              !!          .   .   0          !
 1995.1!                *     +               !!         0.   .   .          !
 1995.2!                *  +                  !!          .0  .   .          !
 1995.3!                 * +                  !!          . 0 .   .          !
 1995.4!                   +    *             !!          .   .   0          !
 1996.1!                       +              !!          .   0   .          !
 1996.2!                      +   *           !!          .   .  0.          !
 1996.3!                       *+             !!          .   0   .          !
 1996.4!                       +      *       !!          .   .   . 0        !
 1997.1!                          +  *        !!          .   . 0 .          !
 1997.2!                         +*           !!          .   0   .          !
 1997.3!                     *  +             !!          . 0 .   .          !
 1997.4!                     +      *         !!          .   .   .0         !
 1998.1!                        + *           !!          .   . 0 .          !
 1998.2!                       *+             !!          .  0.   .          !
 1998.3!                      +   *           !!          .   .  0.          !
 1998.4!                        +    *        !!          .   .  0.          !
 1999.1!                          +*          !!          .   .0  .          !
 1999.2!                      *  +            !!          . 0 .   .          !
 1999.3!                      +       *       !!          .   .   . 0        !
 1999.4!                       *  +           !!          . 0 .   .          !
 2000.1!                      +*              !!          .   0   .          !
 2000.2!                      +    *          !!          .   .   0          !
 2000.3!                       * +            !!          . 0 .   .          !
 2000.4!                      +     *         !!          .   .   .0         !
 2001.1!                         +            !!          .   0   .          !
 2001.2!                       + *            !!          .   .0  .          !
 2001.3!                       +              !!          .   0   .          !
 2001.4!                      +*              !!          .   .0  .          !
 2002.1!                      +   *           !!          .   .  0.          !
 2002.2!                        +             !!          .   0   .          !
 2002.3!                      *+              !!          .   0   .          !
 2002.4!                     *+               !!          .  0.   .          !
 2003.1!                    *+                !!          .  0.   .          !
 2003.2!                    +                 !!          .   0   .          !
 2003.3!                  * +                 !!          .  0.   .          !
 2003.4!                    +                 !!          .   0   .          !
 2004.1!                   *+                 !!          .  0.   .          !
 2004.2!                    +                 !!          .   0   .          !
 2004.3!                    +*                !!          .   .0  .          !
 2004.4!                 *  +                 !!          .0  .   .          !
 2005.1!                 *+                   !!          .  0.   .          !
 2005.2!            *    +                    !!          0   .   .          !
 2005.3!               +*                     !!          .   .0  .          !
 2005.4!                 +*                   !!          .   .0  .          !
 2006.1!               *  +                   !!          . 0 .   .          !
 2006.2!         *      +                     !!        0 .   .   .          !
 2006.3!         *   +                        !!          .0  .   .          !
 2006.4!             +                        !!          .   0   .          !
 2007.1!         *     +                      !!         0.   .   .          !
 2007.2!            +                         !!          .   0   .          !
 2007.3!             * +                      !!          .  0.   .          !
 2007.4!           *   +                      !!          .0  .   .          !
 2008.1!            * +                       !!          . 0 .   .          !
 2008.2!             +                        !!          .   0   .          !
 2008.3!     *       +                        !!        0 .   .   .          !
 2008.4!         + *                          !!          .   .0  .          !
 2009.1!             +    *                   !!          .   .   0          !
 2009.2!                *+                    !!          .  0.   .          !
 2009.3!            *    +                    !!          0   .   .          !
 2009.4!              +*                      !!          .   0   .          !
 2010.1!               *+                     !!          .  0.   .          !
 2010.2!               + *                    !!          .   . 0 .          !
 2010.3!               + *                    !!          .   . 0 .          !
 2010.4!              *+                      !!          .  0.   .          !
 2011.1!            * +                       !!          .  0.   .          !
 2011.2!            +  *                      !!          .   . 0 .          !
 2011.3!             +   *                    !!          .   .  0.          !
 2011.4!        *      +                      !!         0.   .   .          !
 2012.1!           +*                         !!          .   .0  .          !
 2012.2!            +  *                      !!          .   . 0 .          !
 2012.3!              + *                     !!          .   .0  .          !
 2012.4!          *    +                      !!          0   .   .          !


     28.57 percent of the residuals exceed 1 SE
      5.19 percent of the residuals exceed 2 SE
@@EQ 2635 LAASOBA C LASOBA(-1) PSOBA;SMPL 1992.3 2012.4;OLS;EST 2635 PLOT=0;EN
@@EQ 2636 LAAKOBA C LAKOBA(-1) PKOBA;SMPL 1994.3 2012.4;OLS;EST 2636 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEBA=BEPX$Q/BAPMM;                                                     
 GENR LAABEBA=LOG(AABEBA+.00001);                                             
 GENR LABEBA=LOG(ABEBA+.00001);                                               
 LHS AABEBA=EXP(LAABEBA)-.00001;                                              
  EQ 2637 LAABEBA C LABEBA(-1) PBEBA;                                         
EQUATION 1453  LAABEBA  
   RHS     C  LABEBA(-1)  PBEBA  
 SMPL 1978.2 2012.4;                                                          
Sample period is now  1978.2 to  2012.4 Internally:   106 to   244
 OLS;EST 1453 PLOT=0;END;                                                     

Equation number = 1453
**********************

Dependent variable = LAABEBA 

 1978.2 -   2012.4,    0 missing obs.,  139 obs. used.

Mean of dependent variable       -5.044200418

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.238490953       0.402619286  -5.55982     1.000000
14768 LABEBA  ( -1)       0.273117547       0.081850247   3.33680    -5.044822
14766 PBEBA   (  0)      -1.444450183       0.345871147  -4.17627     0.988528

SE of equation            =     0.546049017
Sum of squared residuals  =  40.5510559      -0.652544685E-11
Average absolute error    =     0.386261119
Sum of ABS residuals      =  53.6902956    
R squared                 =   0.27538
Durbin-Watson statistic   =   1.93371
SMPL and No. Obs.         = 1978.2   2012.4    139

Plot of actual(*) and fitted(+) values and residuals(0)


 1978.2!           *    +                     !!          0   .   .          !
 1978.3!              +     *                 !!          .   .   0          !
 1978.4!              * +                     !!          .  0.   .          !
 1979.1!              +                   *   !!          .   .   .          0
 1979.2!                     +             *  !!          .   .   .     0    !
 1979.3!                   *+                 !!          .  0.   .          !
 1979.4!                 +   *                !!          .   .  0.          !
 1980.1!               * +                    !!          .  0.   .          !
 1980.2!                 +      *             !!          .   .   .0         !
 1980.3!                   +           *      !!          .   .   .    0     !
 1980.4!                      +   *           !!          .   . 0 .          !
 1981.1!             *       +                !!        0 .   .   .          !
 1981.2!                +  *                  !!          .   . 0 .          !
 1981.3!                    +           *     !!          .   .   .    0     !
 1981.4!                      +*              !!          .   .0  .          !
 1982.1!                  + *                 !!          .   .0  .          !
 1982.2!                   +    *             !!          .   .   0          !
 1982.3!                    +                 *!          .   .   .        0 !
 1982.4!                  *     +             !!         0.   .   .          !
 1983.1!                  +   *               !!          .   . 0 .          !
 1983.2!               *   +                  !!          .0  .   .          !
 1983.3!                  + *                 !!          .   .0  .          !
 1983.4!          *         +                 !!       0  .   .   .          !
 1984.1!                 +               *    !!          .   .   .      0   !
 1984.2!           *           +              !!     0    .   .   .          !
 1984.3!   *              +                   !!    0     .   .   .          !
 1984.4!                +             *       !!          .   .   .     0    !
 1985.1!                 *      +             !!         0.   .   .          !
 1985.2!          *         +                 !!      0   .   .   .          !
 1985.3!                 +                    !!          .   0   .          !
 1985.4!             *    +                   !!          0   .   .          !
 1986.1!         *       +                    !!         0.   .   .          !
 1986.2!   *         +                        !!      0   .   .   .          !
 1986.3! *           +                        !!      0   .   .   .          !
 1986.4!           +*                         !!          .   0   .          !
 1987.1!              +           *           !!          .   .   .   0      !
 1987.2!               * +                    !!          .  0.   .          !
 1987.3!               +  *                   !!          .   . 0 .          !
 1987.4!                 +          *         !!          .   .   .   0      !
 1988.1!                   +  *               !!          .   . 0 .          !
 1988.2!                + *                   !!          .   .0  .          !
 1988.3!                 +       *            !!          .   .   . 0        !
 1988.4!                   +*                 !!          .   .0  .          !
 1989.1!                 +*                   !!          .   .0  .          !
 1989.2!                 +    *               !!          .   .  0.          !
 1989.3!                +                     !!          .   0   .          !
 1989.4!                +         *           !!          .   .   .  0       !
 1990.1!                 + *                  !!          .   . 0 .          !
 1990.2!        *      +                      !!         0.   .   .          !
 1990.3!            +  *                      !!          .   . 0 .          !
 1990.4!        *      +                      !!         0.   .   .          !
 1991.1!             +   *                    !!          .   .  0.          !
 1991.2!                +    *                !!          .   .   0          !
 1991.3!                * +                   !!          . 0 .   .          !
 1991.4!               +   *                  !!          .   .  0.          !
 1992.1!            *  +                      !!          . 0 .   .          !
 1992.2*              +                       !!   0      .   .   .          !
 1992.3!        *+                            !!          .  0.   .          !
 1992.4!            +                         !!          .   0   .          !
 1993.1!              +                       !!          .   0   .          !
 1993.2!                 + *                  !!          .   . 0 .          !
 1993.3!             *   +                    !!          .0  .   .          !
 1993.4!             * +                      !!          . 0 .   .          !
 1994.1!            *   +                     !!          .0  .   .          !
 1994.2!               +   *                  !!          .   .  0.          !
 1994.3!                 +      *             !!          .   .   .0         !
 1994.4!           *      +                   !!         0.   .   .          !
 1995.1!            * +                       !!          .  0.   .          !
 1995.2!     *       +                        !!        0 .   .   .          !
 1995.3!         *  +                         !!          . 0 .   .          !
 1995.4!             +*                       !!          .   .0  .          !
 1996.1!             *+                       !!          .  0.   .          !
 1996.2!              *+                      !!          .  0.   .          !
 1996.3!       *       +                      !!        0 .   .   .          !
 1996.4!             +  *                     !!          .   . 0 .          !
 1997.1!              *  +                    !!          . 0 .   .          !
 1997.2!               *+                     !!          .  0.   .          !
 1997.3!            *    +                    !!          0   .   .          !
 1997.4!               +*                     !!          .   .0  .          !
 1998.1!              *+                      !!          .  0.   .          !
 1998.2!               +                      !!          .   0   .          !
 1998.3!               +  *                   !!          .   . 0 .          !
 1998.4!                +                     !!          .  0.   .          !
 1999.1!               *+                     !!          .  0.   .          !
 1999.2!         *     +                      !!         0.   .   .          !
 1999.3!              +*                      !!          .   .0  .          !
 1999.4!              *  +                    !!          . 0 .   .          !
 2000.1!          *     +                     !!         0.   .   .          !
 2000.2!               +*                     !!          .   0   .          !
 2000.3!                 *+                   !!          .  0.   .          !
 2000.4!                 *+                   !!          .  0.   .          !
 2001.1!              *  +                    !!          .0  .   .          !
 2001.2!                 + *                  !!          .   .0  .          !
 2001.3!                  +*                  !!          .   .0  .          !
 2001.4!               *  +                   !!          . 0 .   .          !
 2002.1!               * +                    !!          .  0.   .          !
 2002.2!                 +   *                !!          .   .  0.          !
 2002.3!                 + *                  !!          .   .0  .          !
 2002.4!                *+                    !!          .   0   .          !
 2003.1!               + *                    !!          .   .0  .          !
 2003.2!               +*                     !!          .   .0  .          !
 2003.3!         *    +                       !!          0   .   .          !
 2003.4!            + *                       !!          .   .0  .          !
 2004.1!             +                        !!          .   0   .          !
 2004.2!             +  *                     !!          .   . 0 .          !
 2004.3!        *     +                       !!          0   .   .          !
 2004.4!           +*                         !!          .   .0  .          !
 2005.1!          +   *                       !!          .   .  0.          !
 2005.2!          +*                          !!          .   0   .          !
 2005.3!       *   +                          !!          .0  .   .          !
 2005.4!          +*                          !!          .   .0  .          !
 2006.1!          +*                          !!          .   .0  .          !
 2006.2!           +                          !!          .   0   .          !
 2006.3!         *+                           !!          .   0   .          !
 2006.4!         * +                          !!          .  0.   .          !
 2007.1!         + *                          !!          .   .0  .          !
 2007.2!    *    +                            !!          0   .   .          !
 2007.3!       +*                             !!          .   .0  .          !
 2007.4!        + *                           !!          .   .0  .          !
 2008.1!    *    +                            !!          0   .   .          !
 2008.2!      *+                              !!          .   0   .          !
 2008.3!       +  *                           !!          .   . 0 .          !
 2008.4!         +  *                         !!          .   . 0 .          !
 2009.1!           +                          !!          .   0   .          !
 2009.2!          +   *                       !!          .   .  0.          !
 2009.3!        *  +                          !!          . 0 .   .          !
 2009.4!        * +                           !!          . 0 .   .          !
 2010.1!         *+                           !!          .   0   .          !
 2010.2!            +                         !!          .   .0  .          !
 2010.3!            +  *                      !!          .   . 0 .          !
 2010.4!        *   +                         !!          .0  .   .          !
 2011.1!          +                           !!          .   0   .          !
 2011.2!           +                          !!          .   0   .          !
 2011.3!          +                           !!          .   0   .          !
 2011.4!       *   +                          !!          .0  .   .          !
 2012.1!         * +                          !!          .  0.   .          !
 2012.2!      *    +                          !!          .0  .   .          !
 2012.3!      *   +                           !!          .0  .   .          !
 2012.4!           +        *                 !!          .   .   . 0        !


     23.02 percent of the residuals exceed 1 SE
      7.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDEBA=DEPX$Q/BAPMM;                                                     
 GENR LAADEBA=LOG(AADEBA+.00001);                                             
 GENR LADEBA=LOG(ADEBA+.00001);                                               
 LHS AADEBA=EXP(LAADEBA)-.00001;                                              
  EQ 2638 LAADEBA C LADEBA(-1) PDEBA;                                         
EQUATION 1454  LAADEBA  
   RHS     C  LADEBA(-1)  PDEBA  
 SMPL 1973.3 2012.4;                                                          
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
 OLS;EST 1454 PLOT=0;END;                                                     

Equation number = 1454
**********************

Dependent variable = LAADEBA 

 1973.3 -   2012.4,    0 missing obs.,  158 obs. used.

Mean of dependent variable       -5.074793237

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.623277148       0.389820292  -1.59888     1.000000
14771 LADEBA  ( -1)       0.646699958       0.061144874  10.57652    -5.060876
14769 PDEBA   (  0)      -1.172915181       0.411701365  -2.84895     1.004888

SE of equation            =     0.549982325
Sum of squared residuals  =  46.8844865       0.562039304E-11
Average absolute error    =     0.428416883
Sum of ABS residuals      =  67.6898675    
R squared                 =   0.54586
Durbin-Watson statistic   =   2.46308
SMPL and No. Obs.         = 1973.3   2012.4    158

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.3!                         +   *        !!          .   .  0.          !
 1973.4!                  *       +           !!        0 .   .   .          !
 1974.1!                 *  +                 !!          . 0 .   .          !
 1974.2!                   + *                !!          .   . 0 .          !
 1974.3!                   *  +               !!          . 0 .   .          !
 1974.4!                    +      *          !!          .   .   .0         !
 1975.1!                    *   +             !!          .0  .   .          !
 1975.2!          *          +                !!       0  .   .   .          !
 1975.3!              +       *               !!          .   .   . 0        !
 1975.4!              *       +               !!        0 .   .   .          !
 1976.1!                 +   *                !!          .   .  0.          !
 1976.2!               *  +                   !!          . 0 .   .          !
 1976.3!              +     *                 !!          .   .   0          !
 1976.4!               +    *                 !!          .   .   0          !
 1977.1!                +  *                  !!          .   . 0 .          !
 1977.2!                 +*                   !!          .   .0  .          !
 1977.3!           *      +                   !!         0.   .   .          !
 1977.4!             +         *              !!          .   .   .  0       !
 1978.1!                    +                 !!          .   0   .          !
 1978.2!                   +*                 !!          .   .0  .          !
 1978.3!         *         +                  !!      0   .   .   .          !
 1978.4!           +           *              !!          .   .   .    0     !
 1979.1!              *     +                 !!          0   .   .          !
 1979.2!               +            *         !!          .   .   .    0     !
 1979.3!     *                  +             !!0         .   .   .          !
 1979.4!          +       *                   !!          .   .   . 0        !
 1980.1!                  +       *           !!          .   .   . 0        !
 1980.2!         *                +           !!  0       .   .   .          !
 1980.3!             *+                       !!          .  0.   .          !
 1980.4!                 +       *            !!          .   .   . 0        !
 1981.1!                      *  +            !!          . 0 .   .          !
 1981.2!                     +    *           !!          .   .  0.          !
 1981.3!                *         +           !!       0  .   .   .          !
 1981.4!                  +          *        !!          .   .   .   0      !
 1982.1!                          +*          !!          .   .0  .          !
 1982.2!                         +    *       !!          .   .   0          !
 1982.3!                           +          !!          .  0.   .          !
 1982.4!                         +           *!!          .   .   .    0     !
 1983.1!                              * +     !!          . 0 .   .          !
 1983.2!                     *     +          !!          0   .   .          !
 1983.3!                      +  *            !!          .   . 0 .          !
 1983.4!                         +        *   !!          .   .   .  0       !
 1984.1!                             * +      !!          .  0.   .          !
 1984.2!                           +*         !!          .   0   .          !
 1984.3!                      *    +          !!          .0  .   .          !
 1984.4!                        +        *    !!          .   .   .  0       !
 1985.1!                               +      *!          .   .   .0         !
 1985.2!                               *  +   !!          . 0 .   .          !
 1985.3!                       *     +        !!          0   .   .          !
 1985.4!                      *+              !!          .  0.   .          !
 1986.1!                     +     *          !!          .   .   0          !
 1986.2!                       +    *         !!          .   .   0          !
 1986.3!                         +    *       !!          .   .   0          !
 1986.4!                     *  +             !!          .0  .   .          !
 1987.1!                  +*                  !!          .   .0  .          !
 1987.2!                 +                   *!!          .   .   .          0
 1987.3!                             +      * !!          .   .   .0         !
 1987.4!                             +     *  !!          .   .   0          !
 1988.1!                      *     +         !!         0.   .   .          !
 1988.2!                   +  *               !!          .   . 0 .          !
 1988.3!                     +  *             !!          .   . 0 .          !
 1988.4!                      +        *      !!          .   .   .  0       !
 1989.1!                           +    *     !!          .   .   0          !
 1989.2!                        *   +         !!          .0  .   .          !
 1989.3!                *    +                !!          .0  .   .          !
 1989.4!                 +     *              !!          .   .   .0         !
 1990.1!                    +         *       !!          .   .   .  0       !
 1990.2!                       *+             !!          .  0.   .          !
 1990.3!                     + *              !!          .   . 0 .          !
 1990.4!                     +               *!!          .   .   .      0   !
 1991.1!                          *   +       !!          .0  .   .          !
 1991.2!                       +    *         !!          .   .   0          !
 1991.3!                       * +            !!          . 0 .   .          !
 1991.4!                     +    *           !!          .   .   0          !
 1992.1!                      +            *  !!          .   .   .    0     !
 1992.2!                         *   +        !!          . 0 .   .          !
 1992.3!                     +      *         !!          .   .   .0         !
 1992.4!                      * +             !!          .  0.   .          !
 1993.1!                *    +                !!          0   .   .          !
 1993.2!                  +      *            !!          .   .   .0         !
 1993.3!                  *    +              !!          0   .   .          !
 1993.4!                  +          *        !!          .   .   .   0      !
 1994.1!                     *     +          !!          0   .   .          !
 1994.2!                  * +                 !!          . 0 .   .          !
 1994.3!               *   +                  !!          .0  .   .          !
 1994.4!                 +                    !!          .   .0  .          !
 1995.1!                 *+                   !!          .  0.   .          !
 1995.2!                 +  *                 !!          .   . 0 .          !
 1995.3!             *     +                  !!         0.   .   .          !
 1995.4!              +    *                  !!          .   .   0          !
 1996.1!                *  +                  !!          . 0 .   .          !
 1996.2!                 +  *                 !!          .   . 0 .          !
 1996.3!              *     +                 !!          0   .   .          !
 1996.4!               +   *                  !!          .   .  0.          !
 1997.1!                   *+                 !!          .   0   .          !
 1997.2!                   + *                !!          .   .0  .          !
 1997.3!                 *   +                !!          .0  .   .          !
 1997.4!                 *+                   !!          .   0   .          !
 1998.1!              *  +                    !!          .0  .   .          !
 1998.2!             * +                      !!          . 0 .   .          !
 1998.3!         *    +                       !!          0   .   .          !
 1998.4!            +           *             !!          .   .   .    0     !
 1999.1!                  *   +               !!          .0  .   .          !
 1999.2!                  +*                  !!          .   .0  .          !
 1999.3!               *  +                   !!          . 0 .   .          !
 1999.4!              *  +                    !!          . 0 .   .          !
 2000.1!                +*                    !!          .   .0  .          !
 2000.2!                 *+                   !!          .  0.   .          !
 2000.3!             *     +                  !!         0.   .   .          !
 2000.4!              * +                     !!          . 0 .   .          !
 2001.1!                +*                    !!          .   .0  .          !
 2001.2!                *  +                  !!          . 0 .   .          !
 2001.3!             *   +                    !!          .0  .   .          !
 2001.4!              * +                     !!          .  0.   .          !
 2002.1!              * +                     !!          .  0.   .          !
 2002.2!              * +                     !!          .  0.   .          !
 2002.3!          *    +                      !!          0   .   .          !
 2002.4!            *+                        !!          .  0.   .          !
 2003.1!            *+                        !!          .   0   .          !
 2003.2!          *  +                        !!          . 0 .   .          !
 2003.3!       *   +                          !!          .0  .   .          !
 2003.4!         + *                          !!          .   .0  .          !
 2004.1!           +                          !!          .   0   .          !
 2004.2!         * +                          !!          .  0.   .          !
 2004.3!      *   +                           !!          .0  .   .          !
 2004.4!        + *                           !!          .   . 0 .          !
 2005.1!     *    +                           !!          0   .   .          !
 2005.2!      +                               !!          .   0   .          !
 2005.3!      *+                              !!          .  0.   .          !
 2005.4!        + *                           !!          .   .0  .          !
 2006.1!          + *                         !!          .   .0  .          !
 2006.2!        *   +                         !!          .0  .   .          !
 2006.3!    *    +                            !!          .0  .   .          !
 2006.4!       +*                             !!          .   .0  .          !
 2007.1!        *+                            !!          .  0.   .          !
 2007.2!         + *                          !!          .   . 0 .          !
 2007.3!     *     +                          !!         0.   .   .          !
 2007.4!       +     *                        !!          .   .   .0         !
 2008.1!    *       +                         !!        0 .   .   .          !
 2008.2!      + *                             !!          .   . 0 .          !
 2008.3!  *      +                            !!          0   .   .          !
 2008.4!      +*                              !!          .   .0  .          !
 2009.1*         +                            !!      0   .   .   .          !
 2009.2!    +                                 !!          .   0   .          !
 2009.3*       +                              !!        0 .   .   .          !
 2009.4!    +  *                              !!          .   . 0 .          !
 2010.1!   *      +                           !!         0.   .   .          !
 2010.2!      * +                             !!          .  0.   .          !
 2010.3!    *     +                           !!         0.   .   .          !
 2010.4!        +                             !!          .   0   .          !
 2011.1!       *   +                          !!          .0  .   .          !
 2011.2!   *       +                          !!        0 .   .   .          !
 2011.3!   *   +                              !!          .0  .   .          !
 2011.4!        +*                            !!          .   .0  .          !
 2012.1!            +                         !!          .   0   .          !
 2012.2!      *       +                       !!        0 .   .   .          !
 2012.3!      *   +                           !!          .0  .   .          !
 2012.4!   *      +                           !!         0.   .   .          !


     29.11 percent of the residuals exceed 1 SE
      4.43 percent of the residuals exceed 2 SE
@EQ  2639 LAANOBA C LANOBA(-1) PNOBA;SMPL 1975.4 2012.4;OLS;EST 2639 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWBA=SWPX$Q/BAPMM;                                                     
 GENR LAASWBA=LOG(AASWBA+.00001);                                             
 GENR LASWBA=LOG(ASWBA+.00001);                                               
 LHS AASWBA=EXP(LAASWBA)-.00001;                                              
  EQ 2640 LAASWBA C LASWBA(-1) PSWBA;                                         
EQUATION 1455  LAASWBA  
   RHS     C  LASWBA(-1)  PSWBA  
 SMPL 1977.4 2012.4;                                                          
Sample period is now  1977.4 to  2012.4 Internally:   104 to   244
 OLS;EST 1455 PLOT=0;END;                                                     

Equation number = 1455
**********************

Dependent variable = LAASWBA 

 1977.4 -   2012.4,    0 missing obs.,  141 obs. used.

Mean of dependent variable       -5.460731535

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.214130285       0.608627418  -1.99487     1.000000
14774 LASWBA  ( -1)       0.703114815       0.058710682  11.97593    -5.438554
14772 PSWBA   (  0)      -0.381500982       0.477410767  -0.79910     1.107922

SE of equation            =     0.626090051
Sum of squared residuals  =  54.0944478       0.167554859E-11
Average absolute error    =     0.479502085
Sum of ABS residuals      =  67.6097941    
R squared                 =   0.51256
Durbin-Watson statistic   =   2.51456
SMPL and No. Obs.         = 1977.4   2012.4    141

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.4!                                +     *!         .    .    .0        !
 1978.1!                   *            +     !! 0       .    .    .         !
 1978.2!                   +        *         !!         .    .    .   0     !
 1978.3!               *         +            !!     0   .    .    .         !
 1978.4!                +    *                !!         .    .    0         !
 1979.1!                    +  *              !!         .    . 0  .         !
 1979.2!                     +          *     !!         .    .    .    0    !
 1979.3!                  *         +         !!     0   .    .    .         !
 1979.4!                  +   *               !!         .    .  0 .         !
 1980.1!                     +  *             !!         .    .  0 .         !
 1980.2!                       +              !!         .   0.    .         !
 1980.3!                   *  +               !!         .  0 .    .         !
 1980.4!                   +              *   !!         .    .    .       0 !
 1981.1!                     *        +       !!      0  .    .    .         !
 1981.2!                    +    *            !!         .    .    0         !
 1981.3!                   *    +             !!         .0   .    .         !
 1981.4!                   +         *        !!         .    .    .   0     !
 1982.1!                         *+           !!         .   0.    .         !
 1982.2!                       + *            !!         .    . 0  .         !
 1982.3!              *         +             !!     0   .    .    .         !
 1982.4!                +             *       !!         .    .    .       0 !
 1983.1!                           + *        !!         .    .0   .         !
 1983.2!                          + *         !!         .    . 0  .         !
 1983.3!                       *  +           !!         . 0  .    .         !
 1983.4!                      +     *         !!         .    .    0         !
 1984.1!                        *+            !!         .   0.    .         !
 1984.2!                     * +              !!         .  0 .    .         !
 1984.3!                     +                !!         .    0    .         !
 1984.4!                     +  *             !!         .    . 0  .         !
 1985.1!                 *     +              !!        0.    .    .         !
 1985.2!               *  +                   !!         . 0  .    .         !
 1985.3!                 +               *    !!         .    .    .         0
 1985.4!                      *      +        !!       0 .    .    .         !
 1986.1!                     +                !!         .    0    .         !
 1986.2!                   *+                 !!         .   0.    .         !
 1986.3!              *    +                  !!         .0   .    .         !
 1986.4!               +      *               !!         .    .    .0        !
 1987.1!                    +    *            !!         .    .    0         !
 1987.2!                       + *            !!         .    . 0  .         !
 1987.3!                  *   +               !!         0    .    .         !
 1987.4!                  +       *           !!         .    .    .  0      !
 1988.1!         *              +             !! 0       .    .    .         !
 1988.2!            +          *              !!         .    .    .    0    !
 1988.3!                     + *              !!         .    . 0  .         !
 1988.4!           *          +               !!    0    .    .    .         !
 1989.1!           * +                        !!         .  0 .    .         !
 1989.2!        *    +                        !!         .0   .    .         !
 1989.3!       *  +                           !!         . 0  .    .         !
 1989.4!          +  *                        !!         .    . 0  .         !
 1990.1!           *  +                       !!         . 0  .    .         !
 1990.2*            +                         !! 0       .    .    .         !
 1990.3!    +  *                              !!         .    .  0 .         !
 1990.4!         *+                           !!         .   0.    .         !
 1991.1!     *     +                          !!        0.    .    .         !
 1991.2!      *  +                            !!         .  0 .    .         !
 1991.3!          +*                          !!         .    .0   .         !
 1991.4!     *       +                        !!       0 .    .    .         !
 1992.1!  *      +                            !!        0.    .    .         !
 1992.2!   *   +                              !!         .0   .    .         !
 1992.3!       +  *                           !!         .    .  0 .         !
 1992.4!         *  +                         !!         . 0  .    .         !
 1993.1!    *       +                         !!      0  .    .    .         !
 1993.2!      *  +                            !!         . 0  .    .         !
 1993.3!      *   +                           !!         .0   .    .         !
 1993.4!          +                           !!         .    0    .         !
 1994.1!           * +                        !!         .  0 .    .         !
 1994.2!        *    +                        !!         0    .    .         !
 1994.3!     *     +                          !!        0.    .    .         !
 1994.4!         +   *                        !!         .    .   0.         !
 1995.1!        *      +                      !!        0.    .    .         !
 1995.2!      *    +                          !!         0    .    .         !
 1995.3!      *   +                           !!         .0   .    .         !
 1995.4!      *  +                            !!         . 0  .    .         !
 1996.1!         +          *                 !!         .    .    .    0    !
 1996.2!                   +*                 !!         .    0    .         !
 1996.3!                   +                  !!         .    0    .         !
 1996.4!                  + *                 !!         .    .0   .         !
 1997.1!                   +   *              !!         .    .  0 .         !
 1997.2!                      +*              !!         .    . 0  .         !
 1997.3!                      +*              !!         .    .0   .         !
 1997.4!                      +               !!         .    .0   .         !
 1998.1!            *        +                !!      0  .    .    .         !
 1998.2!              +    *                  !!         .    .    0         !
 1998.3!     *            +                   !! 0       .    .    .         !
 1998.4!         +   *                        !!         .    .   0.         !
 1999.1!               +     *                !!         .    .    0         !
 1999.2!                    + *               !!         .    . 0  .         !
 1999.3!               *     +                !!         0    .    .         !
 1999.4!              * +                     !!         .  0 .    .         !
 2000.1!               + *                    !!         .    . 0  .         !
 2000.2!                 *+                   !!         .    0    .         !
 2000.3!                * +                   !!         .  0 .    .         !
 2000.4!                 +                    !!         .    0    .         !
 2001.1!                  +     *             !!         .    .    .0        !
 2001.2!                       +              !!         .    0    .         !
 2001.3!                      +*              !!         .    .0   .         !
 2001.4!                      + *             !!         .    .0   .         !
 2002.1!                    *  +              !!         .  0 .    .         !
 2002.2!                    +                 !!         .    0    .         !
 2002.3!                   +                  !!         .   0.    .         !
 2002.4!                   +                  !!         .    .0   .         !
 2003.1!                   +*                 !!         .    .0   .         !
 2003.2!                   +                  !!         .    0    .         !
 2003.3!                   +                  !!         .    0    .         !
 2003.4!                   +                  !!         .    0    .         !
 2004.1!                   +          *       !!         .    .    .    0    !
 2004.2!                          +  *        !!         .    .  0 .         !
 2004.3!                          + *         !!         .    .  0 .         !
 2004.4!                         +   *        !!         .    .   0.         !
 2005.1!                         +  *         !!         .    .  0 .         !
 2005.2!                         +      *     !!         .    .    . 0       !
 2005.3!                            +   *     !!         .    .   0.         !
 2005.4!                          * +         !!         .  0 .    .         !
 2006.1!                       +  *           !!         .    .  0 .         !
 2006.2!                        +  *          !!         .    .  0 .         !
 2006.3!                        +        *    !!         .    .    .  0      !
 2006.4!                            +     *   !!         .    .    0         !
 2007.1!                             +    *   !!         .    .    .0        !
 2007.2!                             +      * !!         .    .    .0        !
 2007.3!                              +*      !!         .    .0   .         !
 2007.4!                         * +          !!         .   0.    .         !
 2008.1!                       +              !!         .    0    .         !
 2008.2!                     +     *          !!         .    .    .0        !
 2008.3!                  *     +             !!        0.    .    .         !
 2008.4!                  + *                 !!         .    . 0  .         !
 2009.1!                   +   *              !!         .    .  0 .         !
 2009.2!                    *+                !!         .   0.    .         !
 2009.3!              *    +                  !!         0    .    .         !
 2009.4!               +  *                   !!         .    .  0 .         !
 2010.1!            *     +                   !!        0.    .    .         !
 2010.2!              +       *               !!         .    .    .  0      !
 2010.3!               *     +                !!         0    .    .         !
 2010.4!                + *                   !!         .    . 0  .         !
 2011.1!                * +                   !!         .  0 .    .         !
 2011.2!              *  +                    !!         . 0  .    .         !
 2011.3!              *+                      !!         .   0.    .         !
 2011.4!               +*                     !!         .    .0   .         !
 2012.1!              *  +                    !!         . 0  .    .         !
 2012.2!               +*                     !!         .    .0   .         !
 2012.3!          *      +                    !!        0.    .    .         !
 2012.4!         *   +                        !!         .0   .    .         !


     29.08 percent of the residuals exceed 1 SE
      4.96 percent of the residuals exceed 2 SE
@@EQ 2641 LAAGRBA C LAGRBA(-1) PGRBA;SMPL 1999.2 2012.4;OLS;EST 2641 PLOT=0;EN
@EQ  2642 LAAIRBA C LAIRBA(-1) PIRBA;SMPL 1976.1 2012.4;OLS;EST 2642 PLOT=0;EN
@@EQ 2643 LAAPOBA C LAPOBA(-1) PPOBA;SMPL 1999.3 2012.4;OLS;EST 2643 PLOT=0;EN
@@EQ 2644 LAASPBA C LASPBA(-1) PSPBA;SMPL 1992.3 2012.4;OLS;EST 2644 PLOT=0;EN
@EQ  2645 LAANZBA C LANZBA(-1) PNZBA;SMPL 1988.4 2012.4;OLS;EST 2645 PLOT=0;EN
@@EQ 2646 LAASABA C LASABA(-1) PSABA;SMPL 1982.1 2012.4;OLS;EST 2646 PLOT=0;EN
@@EQ 2647 LAAVEBA C LAVEBA(-1) PVEBA;SMPL 2013.1 2012.4;OLS;EST 2647 PLOT=0;EN
@@EQ 2648 LAACOBA C LACOBA(-1) PCOBA;SMPL 1999.3 2012.4;OLS;EST 2648 PLOT=0;EN
@@EQ 2649 LAAJOBA C LAJOBA(-1) PJOBA;SMPL 1999.2 2012.4;OLS;EST 2649 PLOT=0;EN
@@EQ 2650 LAASYBA C LASYBA(-1) PSYBA;SMPL 2013.1 2012.4;OLS;EST 2650 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDBA=IDPX$Q/BAPMM;                                                     
 GENR LAAIDBA=LOG(AAIDBA+.00001);                                             
 GENR LAIDBA=LOG(AIDBA+.00001);                                               
 LHS AAIDBA=EXP(LAAIDBA)-.00001;                                              
  EQ 2651 LAAIDBA C LAIDBA(-1) PIDBA;                                         
EQUATION 1456  LAAIDBA  
   RHS     C  LAIDBA(-1)  PIDBA  
 SMPL 1972.4 2012.4;                                                          
Sample period is now  1972.4 to  2012.4 Internally:    84 to   244
 OLS;EST 1456 PLOT=0;END;                                                     

Equation number = 1456
**********************

Dependent variable = LAAIDBA 

 1972.4 -   2012.4,    0 missing obs.,  161 obs. used.

Mean of dependent variable       -2.394003972

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.142048161       0.153646647  -0.92451     1.000000
14777 LAIDBA  ( -1)       0.878574122       0.036126482  24.31939    -2.389102
14775 PIDBA   (  0)      -0.132618045       0.131878583  -1.00561     1.153334

SE of equation            =     0.258109391
Sum of squared residuals  =  10.5260323       0.474975614E-11
Average absolute error    =     0.192803217
Sum of ABS residuals      =  31.0413179    
R squared                 =   0.80646
Durbin-Watson statistic   =   2.64745
SMPL and No. Obs.         = 1972.4   2012.4    161

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.4!                           *    +     !!         0.   .   .          !
 1973.1!                          +           *!          .   .   .      0   !
 1973.2!                         *         +  !!    0     .   .   .          !
 1973.3!                  *     +             !!         0.   .   .          !
 1973.4!                  +        *          !!          .   .   .    0     !
 1974.1!                       *  +           !!          . 0 .   .          !
 1974.2!      *                +              !0          .   .   .          !
 1974.3!       +     *                        !!          .   .   .0         !
 1974.4!          *   +                       !!          .0  .   .          !
 1975.1!          *+                          !!          .  0.   .          !
 1975.2!          *+                          !!          .  0.   .          !
 1975.3!           +   *                      !!          .   .  0.          !
 1975.4!               +                      !!          .   0   .          !
 1976.1!                +                     !!          .   0   .          !
 1976.2!               *+                     !!          .  0.   .          !
 1976.3!               +    *                 !!          .   .   .0         !
 1976.4!              *    +                  !!         0.   .   .          !
 1977.1!             +  *                     !!          .   . 0 .          !
 1977.2!        *      +                      !!        0 .   .   .          !
 1977.3!         +    *                       !!          .   .   .0         !
 1977.4!           *  +                       !!          .0  .   .          !
 1978.1!   *       +                          !!      0   .   .   .          !
 1978.2!    +        *                        !!          .   .   .   0      !
 1978.3!      *      +                        !!        0 .   .   .          !
 1978.4!       +*                             !!          .   0   .          !
 1979.1!     *   +                            !!          0   .   .          !
 1979.2!      +                               !!          .   0   .          !
 1979.3!       +      *                       !!          .   .   . 0        !
 1979.4!            *  +                      !!          . 0 .   .          !
 1980.1!             + *                      !!          .   . 0 .          !
 1980.2!         *      +                     !!        0 .   .   .          !
 1980.3!       *   +                          !!          .0  .   .          !
 1980.4!        +*                            !!          .   .0  .          !
 1981.1!*         +                           !!    0     .   .   .          !
 1981.2!  +                                   !!          .   0   .          !
 1981.3!*   +                                 !!          0   .   .          !
 1981.4! *+                                   !!          .  0.   .          !
 1982.1!   +*                                 !!          .   .0  .          !
 1982.2!    *+                                !!          .  0.   .          !
 1982.3!  *  +                                !!          .0  .   .          !
 1982.4! *  +                                 !!          . 0 .   .          !
 1983.1!*  +                                  !!          .0  .   .          !
 1983.2! *+                                   !!          .  0.   .          !
 1983.3*   +                                  !!          0   .   .          !
 1983.4!*+                                    !!          .  0.   .          !
 1984.1!  +   *                               !!          .   .  0.          !
 1984.2!     * +                              !!          . 0 .   .          !
 1984.3!      +  *                            !!          .   . 0 .          !
 1984.4!  *       +                           !!       0  .   .   .          !
 1985.1!    +  *                              !!          .   .  0.          !
 1985.2!       *+                             !!          .  0.   .          !
 1985.3!        +                             !!          .   0   .          !
 1985.4!         +                            !!          .   0   .          !
 1986.1!      *   +                           !!          0   .   .          !
 1986.2!      *+                              !!          .  0.   .          !
 1986.3!       + *                            !!          .   . 0 .          !
 1986.4!          + *                         !!          .   . 0 .          !
 1987.1!           * +                        !!          .  0.   .          !
 1987.2!         *  +                         !!          . 0 .   .          !
 1987.3!          + *                         !!          .   . 0 .          !
 1987.4!          *  +                        !!          . 0 .   .          !
 1988.1!          *+                          !!          .  0.   .          !
 1988.2!           +*                         !!          .   .0  .          !
 1988.3!             +                        !!          .   0   .          !
 1988.4!         *   +                        !!          0   .   .          !
 1989.1!          +  *                        !!          .   .  0.          !
 1989.2!           * +                        !!          . 0 .   .          !
 1989.3!           +   *                      !!          .   .  0.          !
 1989.4!               +  *                   !!          .   . 0 .          !
 1990.1!                 +                    !!          .   0   .          !
 1990.2!               * +                    !!          .  0.   .          !
 1990.3!                + *                   !!          .   . 0 .          !
 1990.4!                  +   *               !!          .   .   0          !
 1991.1!                   *  +               !!          .0  .   .          !
 1991.2!                  + *                 !!          .   . 0 .          !
 1991.3!                    +  *              !!          .   . 0 .          !
 1991.4!                    * +               !!          . 0 .   .          !
 1992.1!                    +*                !!          .   .0  .          !
 1992.2!                  * +                 !!          .0  .   .          !
 1992.3!                  +    *              !!          .   .   0          !
 1992.4!                    * +               !!          . 0 .   .          !
 1993.1!                   *+                 !!          .   0   .          !
 1993.2!                    +    *            !!          .   .   .0         !
 1993.3!                        +             !!          .   0   .          !
 1993.4!                       + *            !!          .   .0  .          !
 1994.1!                      * +             !!          . 0 .   .          !
 1994.2!                     +*               !!          .   .0  .          !
 1994.3!                      +   *           !!          .   .  0.          !
 1994.4!                       * +            !!          . 0 .   .          !
 1995.1!                       +    *         !!          .   .   0          !
 1995.2!                           +  *       !!          .   . 0 .          !
 1995.3!                             + *      !!          .   . 0 .          !
 1995.4!                             *+       !!          .  0.   .          !
 1996.1!                            + *       !!          .   . 0 .          !
 1996.2!                            *+        !!          .  0.   .          !
 1996.3!                            +*        !!          .   .0  .          !
 1996.4!                          * +         !!          . 0 .   .          !
 1997.1!                         +            !!          .   0   .          !
 1997.2!                  *     +             !!        0 .   .   .          !
 1997.3!                  +     *             !!          .   .   . 0        !
 1997.4!                    *  +              !!          .0  .   .          !
 1998.1!                    + *               !!          .   . 0 .          !
 1998.2!                     +       *        !!          .   .   .  0       !
 1998.3!                            + *       !!          .   . 0 .          !
 1998.4!                         *   +        !!          0   .   .          !
 1999.1!                       *+             !!          .  0.   .          !
 1999.2!                       +              !!          .   0   .          !
 1999.3!                       +   *          !!          .   .   0          !
 1999.4!                     *    +           !!          0   .   .          !
 2000.1!                     +  *             !!          .   .  0.          !
 2000.2!                       + *            !!          .   .0  .          !
 2000.3!                        + *           !!          .   .0  .          !
 2000.4!                        *+            !!          . 0 .   .          !
 2001.1!                       +   *          !!          .   .  0.          !
 2001.2!                         *+           !!          .  0.   .          !
 2001.3!                         +  *         !!          .   .  0.          !
 2001.4!                         * +          !!          .  0.   .          !
 2002.1!                        +    *        !!          .   .   0          !
 2002.2!                           *+         !!          .  0.   .          !
 2002.3!                          +    *      !!          .   .   0          !
 2002.4!                            *+        !!          . 0 .   .          !
 2003.1!                           +   *      !!          .   .   0          !
 2003.2!                            * +       !!          .  0.   .          !
 2003.3!                           +   *      !!          .   .   0          !
 2003.4!                             +*       !!          .   .0  .          !
 2004.1!                            *+        !!          .  0.   .          !
 2004.2!                         * +          !!          .  0.   .          !
 2004.3!                        +   *         !!          .   .  0.          !
 2004.4!                         * +          !!          .  0.   .          !
 2005.1!                         +*           !!          .   .0  .          !
 2005.2!                       * +            !!          .  0.   .          !
 2005.3!                      + *             !!          .   . 0 .          !
 2005.4!                      *+              !!          .  0.   .          !
 2006.1!                     *+               !!          .   0   .          !
 2006.2!                    *+                !!          .  0.   .          !
 2006.3!                   +  *               !!          .   .  0.          !
 2006.4!                   * +                !!          . 0 .   .          !
 2007.1!                   +     *            !!          .   .   .0         !
 2007.2!                       + *            !!          .   . 0 .          !
 2007.3!                        + *           !!          .   . 0 .          !
 2007.4!                         +            !!          .   0   .          !
 2008.1!                        + *           !!          .   . 0 .          !
 2008.2!                       *+             !!          .  0.   .          !
 2008.3!                       +              !!          .   .0  .          !
 2008.4!                      +*              !!          .   .0  .          !
 2009.1!                   *  +               !!          .0  .   .          !
 2009.2!                  +                   !!          .   0   .          !
 2009.3!                  +    *              !!          .   .   .0         !
 2009.4!                    * +               !!          .  0.   .          !
 2010.1!                    +                 !!          .   0   .          !
 2010.2!                  *+                  !!          .  0.   .          !
 2010.3!                  +*                  !!          .   .0  .          !
 2010.4!                  +*                  !!          .   .0  .          !
 2011.1!                  + *                 !!          .   .0  .          !
 2011.2!             *     +                  !!         0.   .   .          !
 2011.3!             +   *                    !!          .   .   0          !
 2011.4!                +  *                  !!          .   . 0 .          !
 2012.1!                  +  *                !!          .   .  0.          !
 2012.2!                    +   *             !!          .   .  0.          !
 2012.3!                       +   *          !!          .   .   0          !
 2012.4!                      *  +            !!          .0  .   .          !


     26.09 percent of the residuals exceed 1 SE
      4.35 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMABA=MAPX$Q/BAPMM;                                                     
 GENR LAAMABA=LOG(AAMABA+.00001);                                             
 GENR LAMABA=LOG(AMABA+.00001);                                               
 LHS AAMABA=EXP(LAAMABA)-.00001;                                              
  EQ 2652 LAAMABA C LAMABA(-1) PMABA;                                         
EQUATION 1457  LAAMABA  
   RHS     C  LAMABA(-1)  PMABA  
 SMPL 1978.3 2012.4;                                                          
Sample period is now  1978.3 to  2012.4 Internally:   107 to   244
 OLS;EST 1457 PLOT=0;END;                                                     

Equation number = 1457
**********************

Dependent variable = LAAMABA 

 1978.3 -   2012.4,    0 missing obs.,  138 obs. used.

Mean of dependent variable       -3.815710575

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.762051340       0.211246971  -3.60740     1.000000
14780 LAMABA  ( -1)       0.667955382       0.059132064  11.29599    -3.837932
14778 PMABA   (  0)      -0.427330680       0.152627567  -2.79983     1.146868

SE of equation            =     0.377346770
Sum of squared residuals  =  19.2227290      -0.127897692E-12
Average absolute error    =     0.296528805
Sum of ABS residuals      =  40.9209751    
R squared                 =   0.61679
Durbin-Watson statistic   =   2.38260
SMPL and No. Obs.         = 1978.3   2012.4    138

Plot of actual(*) and fitted(+) values and residuals(0)


 1978.3+  *                                   !!          .   .  0.          !
 1978.4!      +                               !!          .   0   .          !
 1979.1!    *  +                              !!          .0  .   .          !
 1979.2!*     +                               !!        0 .   .   .          !
 1979.3!   +                                  !!          .   0   .          !
 1979.4!      +     *                         !!          .   .   .0         !
 1980.1!     *     +                          !!        0 .   .   .          !
 1980.2!        +   *                         !!          .   .  0.          !
 1980.3!             +                        !!          .   0   .          !
 1980.4!              +         *             !!          .   .   .    0     !
 1981.1!              *      +                !!       0  .   .   .          !
 1981.2!         *   +                        !!          0   .   .          !
 1981.3!           +          *               !!          .   .   .     0    !
 1981.4!               *   +                  !!          .0  .   .          !
 1982.1!          *   +                       !!          0   .   .          !
 1982.2!       *  +                           !!          .0  .   .          !
 1982.3!         +   *                        !!          .   .  0.          !
 1982.4! *           +                        !!    0     .   .   .          !
 1983.1!      +         *                     !!          .   .   .    0     !
 1983.2!         *      +                     !!        0 .   .   .          !
 1983.3!          *+                          !!          .  0.   .          !
 1983.4!           +   *                      !!          .   .  0.          !
 1984.1!     *       +                        !!       0  .   .   .          !
 1984.2!      +   *                           !!          .   .  0.          !
 1984.3!         +    *                       !!          .   .   0          !
 1984.4!              +    *                  !!          .   .   .0         !
 1985.1!            *    +                    !!          0   .   .          !
 1985.2!            +    *                    !!          .   .   0          !
 1985.3!          *     +                     !!         0.   .   .          !
 1985.4!            +   *                     !!          .   .  0.          !
 1986.1!           *     +                    !!        0 .   .   .          !
 1986.2!             *+                       !!          .  0.   .          !
 1986.3!         *       +                    !!       0  .   .   .          !
 1986.4!              +*                      !!          .   .0  .          !
 1987.1!          *      +                    !!        0 .   .   .          !
 1987.2!             *+                       !!          .  0.   .          !
 1987.3!               +   *                  !!          .   .   0          !
 1987.4!   *                +                 !0          .   .   .          !
 1988.1!          +       *                   !!          .   .   .   0      !
 1988.2!                 * +                  !!          . 0 .   .          !
 1988.3!                  +                   !!          .   0   .          !
 1988.4!               *    +                 !!          0   .   .          !
 1989.1!                  +                   !!          .   0   .          !
 1989.2!                *  +                  !!          .0  .   .          !
 1989.3!                 *+                   !!          .  0.   .          !
 1989.4!            *       +                 !!       0  .   .   .          !
 1990.1!                + *                   !!          .   . 0 .          !
 1990.2!                   *+                 !!          .  0.   .          !
 1990.3!                  *  +                !!          .0  .   .          !
 1990.4!              *     +                 !!         0.   .   .          !
 1991.1!            *     +                   !!         0.   .   .          !
 1991.2!         *      +                     !!       0  .   .   .          !
 1991.3!              +        *              !!          .   .   .   0      !
 1991.4!                     * +              !!          . 0 .   .          !
 1992.1!                   *  +               !!          . 0 .   .          !
 1992.2!                   * +                !!          .  0.   .          !
 1992.3!                   * +                !!          . 0 .   .          !
 1992.4!                    + *               !!          .   . 0 .          !
 1993.1!                       +*             !!          .   .0  .          !
 1993.2!                 *      +             !!        0 .   .   .          !
 1993.3!            *      +                  !!        0 .   .   .          !
 1993.4!                +        *            !!          .   .   .   0      !
 1994.1!                       * +            !!          .  0.   .          !
 1994.2!                   *   +              !!          0   .   .          !
 1994.3!          *         +                 !!     0    .   .   .          !
 1994.4!           *  +                       !!          .0  .   .          !
 1995.1!     *        +                       !!      0   .   .   .          !
 1995.2!    *     +                           !!         0.   .   .          !
 1995.3!          + *                         !!          .   .0  .          !
 1995.4!          *    +                      !!         0.   .   .          !
 1996.1!             +  *                     !!          .   . 0 .          !
 1996.2!                  +     *             !!          .   .   .0         !
 1996.3!                    *  +              !!          .0  .   .          !
 1996.4!                  * +                 !!          . 0 .   .          !
 1997.1!                   +    *             !!          .   .   0          !
 1997.2!                       +              !!          .   0   .          !
 1997.3!                       +*             !!          .   .0  .          !
 1997.4!                        +   *         !!          .   .   0          !
 1998.1!                          +           !!          .   0   .          !
 1998.2!                 *      +             !!        0 .   .   .          !
 1998.3!                *  +                  !!          . 0 .   .          !
 1998.4!                  +          *        !!          .   .   .     0    !
 1999.1!                    *     +           !!        0 .   .   .          !
 1999.2!                  * +                 !!          .  0.   .          !
 1999.3!                   + *                !!          .   . 0 .          !
 1999.4!                 *   +                !!          .0  .   .          !
 2000.1!                  + *                 !!          .   .0  .          !
 2000.2!                    +*                !!          .   .0  .          !
 2000.3!                    *+                !!          .  0.   .          !
 2000.4!               *    +                 !!          0   .   .          !
 2001.1!                 +  *                 !!          .   .  0.          !
 2001.2!                   *+                 !!          .  0.   .          !
 2001.3!                   +*                 !!          .   .0  .          !
 2001.4!                *  +                  !!          .0  .   .          !
 2002.1!                 +    *               !!          .   .   .0         !
 2002.2!                     +                !!          .   .0  .          !
 2002.3!                    +*                !!          .   .0  .          !
 2002.4!                    +    *            !!          .   .   0          !
 2003.1!                     * +              !!          . 0 .   .          !
 2003.2!                    +   *             !!          .   .   0          !
 2003.3!                      +    *          !!          .   .   .0         !
 2003.4!                        +   *         !!          .   .  0.          !
 2004.1!                         + *          !!          .   . 0 .          !
 2004.2!                        + *           !!          .   .0  .          !
 2004.3!                       +              !!          .   0   .          !
 2004.4!                      + *             !!          .   . 0 .          !
 2005.1!                      +   *           !!          .   .  0.          !
 2005.2!                       +*             !!          .   .0  .          !
 2005.3!                       +  *           !!          .   .  0.          !
 2005.4!                        +             !!          .   0   .          !
 2006.1!                      +*              !!          .   0   .          !
 2006.2!                      +*              !!          .   .0  .          !
 2006.3!                      +   *           !!          .   .   0          !
 2006.4!                        +*            !!          .   .0  .          !
 2007.1!                     *  +             !!          .0  .   .          !
 2007.2!                    + *               !!          .   .0  .          !
 2007.3!                     +  *             !!          .   . 0 .          !
 2007.4!                       +*             !!          .   .0  .          !
 2008.1!                       +     *        !!          .   .   .0         !
 2008.2!                         * +          !!          .  0.   .          !
 2008.3!                        +   *         !!          .   .  0.          !
 2008.4!                          +*          !!          .   .0  .          !
 2009.1!                      *  +            !!          . 0 .   .          !
 2009.2!                     +     *          !!          .   .   .0         !
 2009.3!                         +    *       !!          .   .   0          !
 2009.4!                           +     *    !!          .   .   .0         !
 2010.1!                              +   *   !!          .   .   0          !
 2010.2!                              +       !!          .   0   .          !
 2010.3!                           +   *      !!          .   .  0.          !
 2010.4!                            +*        !!          .   .0  .          !
 2011.1!                           +          *!          .   .   .     0    !
 2011.2!                              *  +    !!          .0  .   .          !
 2011.3!                            +     *   !!          .   .   .0         !
 2011.4!                              +  *    !!          .   . 0 .          !
 2012.1!                             +       *!!          .   .   .  0       !
 2012.2!                               *+     !!          .  0.   .          !
 2012.3!                          * +         !!          . 0 .   .          !
 2012.4!                         +      *     !!          .   .   . 0        !


     31.16 percent of the residuals exceed 1 SE
      5.07 percent of the residuals exceed 2 SE
@EQ  2653 LAAPABA C LAPABA(-1) PPABA;SMPL 1975.2 2012.4;OLS;EST 2653 PLOT=0;EN
@EQ  2654 LAAPHBA C LAPHBA(-1) PPHBA;SMPL 1980.3 2012.4;OLS;EST 2654 PLOT=0;EN
@EQ  2655 LAATHBA C LATHBA(-1) PTHBA;SMPL 1977.4 2012.4;OLS;EST 2655 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHBA=CHPX$Q/BAPMM;                                                     
 GENR LAACHBA=LOG(AACHBA+.00001);                                             
 GENR LACHBA=LOG(ACHBA+.00001);                                               
 LHS AACHBA=EXP(LAACHBA)-.00001;                                              
  EQ 2656 LAACHBA C LACHBA(-1) PCHBA;                                         
EQUATION 1458  LAACHBA  
   RHS     C  LACHBA(-1)  PCHBA  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1458 PLOT=0;END;                                                     

Equation number = 1458
**********************

Dependent variable = LAACHBA 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -2.355550878

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.272726650       0.510897971   0.53382     1.000000
14783 LACHBA  ( -1)       0.851484305       0.048346312  17.61219    -2.370287
14781 PCHBA   (  0)      -0.524259829       0.461076123  -1.13704     1.163575

SE of equation            =     0.391741678
Sum of squared residuals  =  18.8757697       0.119697585E-10
Average absolute error    =     0.269629308
Sum of ABS residuals      =  33.9732928    
R squared                 =   0.74841
Durbin-Watson statistic   =   3.02169
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                  +                   !!          .   .0  .          !
 1981.4!                   +                  !!          .   0   .          !
 1982.1!                *  +                  !!          . 0 .   .          !
 1982.2!                 +  *                 !!          .   . 0 .          !
 1982.3!      *             +                 !!  0       .   .   .          !
 1982.4!        +      *                      !!          .   .   . 0        !
 1983.1!                +*                    !!          .   .0  .          !
 1983.2!             *   +                    !!          .0  .   .          !
 1983.3!            * +                       !!          . 0 .   .          !
 1983.4!        *    +                        !!          0   .   .          !
 1984.1!          +  *                        !!          .   .  0.          !
 1984.2!               + *                    !!          .   . 0 .          !
 1984.3!              *  +                    !!          . 0 .   .          !
 1984.4!          *     +                     !!         0.   .   .          !
 1985.1!      *     +                         !!         0.   .   .          !
 1985.2!        +    *                        !!          .   .   0          !
 1985.3!        *     +                       !!        0 .   .   .          !
 1985.4!          +    *                      !!          .   .   0          !
 1986.1*                +                     !0          .   .   .          !
 1986.2!  +         *                         !!          .   .   .    0     !
 1986.3!           *  +                       !!          .0  .   .          !
 1986.4!            +          *              !!          .   .   .     0    !
 1987.1!      *                +              !0          .   .   .          !
 1987.2!        +                             !!          .  0.   .          !
 1987.3!       *  +                           !!          . 0 .   .          !
 1987.4!          +     *                     !!          .   .   .0         !
 1988.1!        *         +                   !!     0    .   .   .          !
 1988.2!          + *                         !!          .   . 0 .          !
 1988.3!            * +                       !!          . 0 .   .          !
 1988.4!              +                       !!          .   .0  .          !
 1989.1!     *          +                     !!     0    .   .   .          !
 1989.2!        +   *                         !!          .   .  0.          !
 1989.3!             +                        !!          .   0   .          !
 1989.4!               +           *          !!          .   .   .      0   !
 1990.1!           *              +           !! 0        .   .   .          !
 1990.2!             + *                      !!          .   .0  .          !
 1990.3!               *+                     !!          .  0.   .          !
 1990.4!                  +  *                !!          .   .  0.          !
 1991.1!              *       +               !!       0  .   .   .          !
 1991.2!                +  *                  !!          .   .  0.          !
 1991.3!                     +*               !!          .   .0  .          !
 1991.4!                      *+              !!          .   0   .          !
 1992.1!                      *+              !!          .  0.   .          !
 1992.2!                  *    +              !!          0   .   .          !
 1992.3!                *  +                  !!          .0  .   .          !
 1992.4!                 +   *                !!          .   .  0.          !
 1993.1!              *       +               !!        0 .   .   .          !
 1993.2!                 +                    !!          .   0   .          !
 1993.3!                * +                   !!          .  0.   .          !
 1993.4!                  + *                 !!          .   . 0 .          !
 1994.1!                   * +                !!          . 0 .   .          !
 1994.2!                    +  *              !!          .   . 0 .          !
 1994.3!                      * +             !!          .  0.   .          !
 1994.4!                       + *            !!          .   . 0 .          !
 1995.1!                      *   +           !!          .0  .   .          !
 1995.2!                       +   *          !!          .   .  0.          !
 1995.3!                         * +          !!          . 0 .   .          !
 1995.4!                         + *          !!          .   .0  .          !
 1996.1!                          *+          !!          .  0.   .          !
 1996.2!                          +           !!          .   0   .          !
 1996.3!                        * +           !!          . 0 .   .          !
 1996.4!                         +  *         !!          .   .  0.          !
 1997.1!                        *   +         !!          0   .   .          !
 1997.2!                        +    *        !!          .   .   0          !
 1997.3!                          *  +        !!          .0  .   .          !
 1997.4!                          +           !!          .   0   .          !
 1998.1!                      *  +            !!          .0  .   .          !
 1998.2!                      +   *           !!          .   .   0          !
 1998.3!                       *  +           !!          . 0 .   .          !
 1998.4!                        + *           !!          .   . 0 .          !
 1999.1!                        * +           !!          .  0.   .          !
 1999.2!                       +  *           !!          .   . 0 .          !
 1999.3!                        *+            !!          .  0.   .          !
 1999.4!                        +  *          !!          .   . 0 .          !
 2000.1!                         *+           !!          .  0.   .          !
 2000.2!                        +   *         !!          .   .  0.          !
 2000.3!                          * +         !!          . 0 .   .          !
 2000.4!                         + *          !!          .   . 0 .          !
 2001.1!                         *+           !!          . 0 .   .          !
 2001.2!                        +  *          !!          .   . 0 .          !
 2001.3!                         *+           !!          .   0   .          !
 2001.4!                         +  *         !!          .   .  0.          !
 2002.1!                          *+          !!          .  0.   .          !
 2002.2!                         +   *        !!          .   .  0.          !
 2002.3!                          * +         !!          .  0.   .          !
 2002.4!                          +   *       !!          .   .  0.          !
 2003.1!                          * +         !!          . 0 .   .          !
 2003.2!                          +   *       !!          .   .   0          !
 2003.3!                             +        !!          .   0   .          !
 2003.4!                            + *       !!          .   .0  .          !
 2004.1!                             +        !!          .   0   .          !
 2004.2!                            +   *     !!          .   .  0.          !
 2004.3!                              +       !!          .   0   .          !
 2004.4!                             +   *    !!          .   .  0.          !
 2005.1!                              *+      !!          .  0.   .          !
 2005.2!                             +   *    !!          .   .  0.          !
 2005.3!                               + *    !!          .   .0  .          !
 2005.4!                               + *    !!          .   . 0 .          !
 2006.1!                                + *   !!          .   . 0 .          !
 2006.2!                                + *   !!          .   . 0 .          !
 2006.3!                                + *   !!          .   .0  .          !
 2006.4!                                 +*   !!          .   . 0 .          !
 2007.1!                                *+    !!          .  0.   .          !
 2007.2!                               +  *   !!          .   .  0.          !
 2007.3!                                +*    !!          .   .0  .          !
 2007.4!                                +  *  !!          .   . 0 .          !
 2008.1!                                  +   !!          .   0   .          !
 2008.2!                                 +  * !!          .   .  0.          !
 2008.3!                                  +*  !!          .   .0  .          !
 2008.4!                                 + *  !!          .   . 0 .          !
 2009.1!                                 *+   !!          .  0.   .          !
 2009.2!                                +  *  !!          .   .  0.          !
 2009.3!                                  +*  !!          .   .0  .          !
 2009.4!                                  + * !!          .   .0  .          !
 2010.1!                                  *+  !!          .   0   .          !
 2010.2!                                 +   *!!          .   .  0.          !
 2010.3!                                    +*!!          .   .0  .          !
 2010.4!                                   + *!!          .   .0  .          !
 2011.1!                                   +  !!          .  0.   .          !
 2011.2!                                  + * !!          .   . 0 .          !
 2011.3!                                   +* !!          .   .0  .          !
 2011.4!                                   +* !!          .   .0  .          !
 2012.1!                                   +  !!          .   0   .          !
 2012.2!                                  +  *!!          .   .  0.          !
 2012.3!                                   +* !!          .   0   .          !
 2012.4!                                   +  *!          .   .  0.          !


     15.08 percent of the residuals exceed 1 SE
      7.14 percent of the residuals exceed 2 SE
@@EQ 2657 LAAARBA C LAARBA(-1) PARBA;SMPL 1996.3 2012.4;OLS;EST 2657 PLOT=0;EN
@EQ  2658 LAABRBA C LABRBA(-1) PBRBA;SMPL 1981.3 2012.4;OLS;EST 2658 PLOT=0;EN
@@EQ 2659 LAACEBA C LACEBA(-1) PCEBA;SMPL 2006.3 2012.4;OLS;EST 2659 PLOT=0;EN
@@EQ 2660 LAAMEBA C LAMEBA(-1) PMEBA;SMPL 2013.1 2012.4;OLS;EST 2660 PLOT=0;EN
@@EQ 2661 LAAPEBA C LAPEBA(-1) PPEBA;SMPL 2012.2 2012.4;OLS;EST 2661 PLOT=0;EN
@@EQ 2662 LAATUBA C LATUBA(-1) PTUBA;SMPL 1996.1 2012.4;OLS;EST 2662 PLOT=0;EN
@@EQ 2663 LAAPDBA C LAPDBA(-1) PPDBA;SMPL 1992.3 2012.4;OLS;EST 2663 PLOT=0;EN
@@EQ 2664 LAARUBA C LARUBA(-1) PRUBA;SMPL 1992.3 2012.4;OLS;EST 2664 PLOT=0;EN
@@EQ 2665 LAAUEBA C LAUEBA(-1) PUEBA;SMPL 1996.3 2012.4;OLS;EST 2665 PLOT=0;EN
@@EQ 2666 LAAEGBA C LAEGBA(-1) PEGBA;SMPL 1992.3 2012.4;OLS;EST 2666 PLOT=0;EN
@@EQ 2667 LAAISBA C LAISBA(-1) PISBA;SMPL 2013.1 2012.4;OLS;EST 2667 PLOT=0;EN
@@EQ 2668 LAAKEBA C LAKEBA(-1) PKEBA;SMPL 2009.2 2012.4;OLS;EST 2668 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKBA=HKPX$/BAPMM;                                                      
 GENR LAAHKBA=LOG(AAHKBA+.00001);                                             
 GENR LAHKBA=LOG(AHKBA+.00001);                                               
 LHS AAHKBA=EXP(LAAHKBA)-.00001;                                              
  EQ 2669 LAAHKBA C LAHKBA(-1) PHKBA;                                         
EQUATION 1459  LAAHKBA  
   RHS     C  LAHKBA(-1)  PHKBA  
 SMPL 1973.3 2012.4;                                                          
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
 OLS;EST 1459 PLOT=0;END;                                                     

Equation number = 1459
**********************

Dependent variable = LAAHKBA 

 1973.3 -   2012.4,    0 missing obs.,  158 obs. used.

Mean of dependent variable       -3.541722819

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.081844685       0.094803024  -0.86331     1.000000
14786 LAHKBA  ( -1)       0.959586189       0.021866784  43.88328    -3.553057
14784 PHKBA   (  0)      -0.037042414       0.076756713  -0.48260     1.360980

SE of equation            =     0.224749396
Sum of squared residuals  =  7.82940513       0.159738889E-11
Average absolute error    =     0.153644737
Sum of ABS residuals      =  24.2758685    
R squared                 =   0.94440
Durbin-Watson statistic   =   2.48373
SMPL and No. Obs.         = 1973.3   2012.4    158

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.3!       +*                             !!           .  .0 .           !
 1973.4!         +*                           !!           .  . 0.           !
 1974.1!          +        *                  !!           .  .  .       0   !
 1974.2!       *           +                  !0           .  .  .           !
 1974.3!       +  *                           !!           .  .  0           !
 1974.4!          +                           !!           .  0  .           !
 1975.1!         *+                           !!           .0 .  .           !
 1975.2!       * +                            !!           0  .  .           !
 1975.3!    *  +                              !!          0.  .  .           !
 1975.4!   * +                                !!           .0 .  .           !
 1976.1!  * +                                 !!           .0 .  .           !
 1976.2!*  +                                  !!          0.  .  .           !
 1976.3! +      *                             !!           .  .  .     0     !
 1976.4!       * +                            !!           .0 .  .           !
 1977.1*        +                             !!    0      .  .  .           !
 1977.2!+ *                                   !!           .  .  0           !
 1977.3!   +                                  !!           .  0  .           !
 1977.4!*   +                                 !!         0 .  .  .           !
 1978.1! +                                    !!           .  0  .           !
 1978.2!  +    *                              !!           .  .  .  0        !
 1978.3!     *  +                             !!           0  .  .           !
 1978.4!     *+                               !!           . 0.  .           !
 1979.1!     *+                               !!           .0 .  .           !
 1979.2!     *+                               !!           . 0.  .           !
 1979.3!    * +                               !!           0  .  .           !
 1979.4!   * +                                !!           .0 .  .           !
 1980.1!    +     *                           !!           .  .  .   0       !
 1980.2!          + *                         !!           .  . 0.           !
 1980.3!             +                        !!           .  0  .           !
 1980.4!             *+                       !!           .  0  .           !
 1981.1!           *  +                       !!           0  .  .           !
 1981.2!       *    +                         !!        0  .  .  .           !
 1981.3!   *    +                             !!         0 .  .  .           !
 1981.4!    + *                               !!           .  .  0           !
 1982.1!      *+                              !!           . 0.  .           !
 1982.2!     * +                              !!           .0 .  .           !
 1982.3!   *  +                               !!           0  .  .           !
 1982.4!    +   *                             !!           .  .  .0          !
 1983.1!         + *                          !!           .  .  0           !
 1983.2!         *  +                         !!          0.  .  .           !
 1983.3!         +     *                      !!           .  .  .   0       !
 1983.4!                +*                    !!           .  .0 .           !
 1984.1!                 + *                  !!           .  .0 .           !
 1984.2!                 * +                  !!           .0 .  .           !
 1984.3!                  +   *               !!           .  .  . 0         !
 1984.4!                    * +               !!           0  .  .           !
 1985.1!                    +*                !!           .  .0 .           !
 1985.2!                    *+                !!           .0 .  .           !
 1985.3!                    +                 !!           .  0  .           !
 1985.4!                    +*                !!           .  .0 .           !
 1986.1!                   *  +               !!           0  .  .           !
 1986.2!                   +*                 !!           .  .0 .           !
 1986.3!                    +   *             !!           .  .  . 0         !
 1986.4!                        +    *        !!           .  .  .  0        !
 1987.1!                         *   +        !!          0.  .  .           !
 1987.2!                         + *          !!           .  . 0.           !
 1987.3!                           +  *       !!           .  .  .0          !
 1987.4!                              +*      !!           .  .0 .           !
 1988.1!                             * +      !!           0  .  .           !
 1988.2!                            *+        !!           .  0  .           !
 1988.3!                           *+         !!           . 0.  .           !
 1988.4!                       *   +          !!         0 .  .  .           !
 1989.1!                       +     *        !!           .  .  .  0        !
 1989.2!                          * +         !!           .0 .  .           !
 1989.3!                          + *         !!           .  .0 .           !
 1989.4!                            + *       !!           .  .  0           !
 1990.1!                              +       !!           .  .0 .           !
 1990.2!                              +       !!           . 0.  .           !
 1990.3!                              +*      !!           .  . 0.           !
 1990.4!                               + *    !!           .  . 0.           !
 1991.1!                               *+     !!           .0 .  .           !
 1991.2!                               +  *   !!           .  .  .0          !
 1991.3!                                * +   !!           .0 .  .           !
 1991.4!                                +*    !!           .  0  .           !
 1992.1!                                +*    !!           .  .0 .           !
 1992.2!                                 +  * !!           .  .  .0          !
 1992.3!                                 * +  !!           .0 .  .           !
 1992.4!                                 +*   !!           .  .0 .           !
 1993.1!                                 *+   !!           .  0  .           !
 1993.2!                                 +  * !!           .  .  .0          !
 1993.3!                                  * + !!           0  .  .           !
 1993.4!                                  +   *!           .  .  . 0         !
 1994.1!                                    * +!           .0 .  .           !
 1994.2!                                  * + !!           . 0.  .           !
 1994.3!                                  + * !!           .  . 0.           !
 1994.4!                                   *+ !!           . 0.  .           !
 1995.1!                                   +* !!           .  .0 .           !
 1995.2!                                 * +  !!           0  .  .           !
 1995.3!                                 +    !!           .  0  .           !
 1995.4!                                *+    !!           . 0.  .           !
 1996.1!                                +     !!           . 0.  .           !
 1996.2!                                +     !!           .  0  .           !
 1996.3!                                +*    !!           .  . 0.           !
 1996.4!                                 +*   !!           .  .0 .           !
 1997.1!                                 +    !!           .  0  .           !
 1997.2!                                 + *  !!           .  . 0.           !
 1997.3!                                  +*  !!           .  0  .           !
 1997.4!                                * +   !!           .0 .  .           !
 1998.1!                                +     !!           . 0.  .           !
 1998.2!                               +      !!           .  0  .           !
 1998.3!                               +      !!           .  .0 .           !
 1998.4!                             * +      !!           .0 .  .           !
 1999.1!                             +*       !!           .  .0 .           !
 1999.2!                              +*      !!           .  .0 .           !
 1999.3!                               +*     !!           .  . 0.           !
 1999.4!                               *+     !!           . 0.  .           !
 2000.1!                               +      !!           .  0  .           !
 2000.2!                               +      !!           .  0  .           !
 2000.3!                               +      !!           .  0  .           !
 2000.4!                               +      !!           .  0  .           !
 2001.1!                              +       !!           .  0  .           !
 2001.2!                            * +       !!           0  .  .           !
 2001.3!                            +*        !!           .  . 0.           !
 2001.4!                             +        !!           .  0  .           !
 2002.1!                             +        !!           .  0  .           !
 2002.2!                             +*       !!           .  .0 .           !
 2002.3!                             +*       !!           .  0  .           !
 2002.4!                             +*       !!           .  .0 .           !
 2003.1!                              +       !!           .  0  .           !
 2003.2!                            * +       !!           .0 .  .           !
 2003.3!                            +*        !!           .  .0 .           !
 2003.4!                            *+        !!           . 0.  .           !
 2004.1!                            +*        !!           .  0  .           !
 2004.2!                            *+        !!           . 0.  .           !
 2004.3!                            +         !!           .  .0 .           !
 2004.4!                            +         !!           .  0  .           !
 2005.1!                            +         !!           . 0.  .           !
 2005.2!                            +         !!           .  0  .           !
 2005.3!                            + *       !!           .  . 0.           !
 2005.4!                             +        !!           . 0.  .           !
 2006.1!                             + *      !!           .  . 0.           !
 2006.2!                             *+       !!           .0 .  .           !
 2006.3!                             +*       !!           .  . 0.           !
 2006.4!                              +       !!           .  0  .           !
 2007.1!                            * +       !!           0  .  .           !
 2007.2!                            +         !!           .  0  .           !
 2007.3!                            +         !!           .  0  .           !
 2007.4!                            +         !!           .  0  .           !
 2008.1!                            +         !!           .  0  .           !
 2008.2!                          * +         !!           .0 .  .           !
 2008.3!                          +           !!           .  0  .           !
 2008.4!                          + *         !!           .  .  0           !
 2009.1!                          * +         !!           0  .  .           !
 2009.2!                        * +           !!           .0 .  .           !
 2009.3!                         +            !!           .  .0 .           !
 2009.4!                        *+            !!           .0 .  .           !
 2010.1!                        +*            !!           .  0  .           !
 2010.2!                         +            !!           .  0  .           !
 2010.3!                         +*           !!           .  .0 .           !
 2010.4!                        * +           !!           .0 .  .           !
 2011.1!                         +            !!           .  0  .           !
 2011.2!                        *+            !!           . 0.  .           !
 2011.3!                         +            !!           .  .0 .           !
 2011.4!                         +            !!           .  0  .           !
 2012.1!                         +            !!           . 0.  .           !
 2012.2!                        *+            !!           . 0.  .           !
 2012.3!                        + *           !!           .  . 0.           !
 2012.4!                          +*          !!           .  .0 .           !


     20.25 percent of the residuals exceed 1 SE
      5.06 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIBA=SIPX$/BAPMM;                                                      
 GENR LAASIBA=LOG(AASIBA+.00001);                                             
 GENR LASIBA=LOG(ASIBA+.00001);                                               
 LHS AASIBA=EXP(LAASIBA)-.00001;                                              
  EQ 2670 LAASIBA C LASIBA(-1) PSIBA;                                         
EQUATION 1460  LAASIBA  
   RHS     C  LASIBA(-1)  PSIBA  
 SMPL 1972.4 2012.4;                                                          
Sample period is now  1972.4 to  2012.4 Internally:    84 to   244
 OLS;EST 1460 PLOT=0;END;                                                     

Equation number = 1460
**********************

Dependent variable = LAASIBA 

 1972.4 -   2012.4,    0 missing obs.,  161 obs. used.

Mean of dependent variable       -2.755269055

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.465232636       0.158429046  -2.93654     1.000000
14789 LASIBA  ( -1)       0.819855323       0.043748244  18.74030    -2.765307
14787 PSIBA   (  0)      -0.015709665       0.085280636  -0.18421     1.456749

SE of equation            =     0.302159472
Sum of squared residuals  =  14.4254547       0.116529009E-11
Average absolute error    =     0.214427277
Sum of ABS residuals      =  34.5227915    
R squared                 =   0.69783
Durbin-Watson statistic   =   2.62146
SMPL and No. Obs.         = 1972.4   2012.4    161

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.4!     *          +                     !!    0     .   .   .          !
 1973.1*          +                           !!    0     .   .   .          !
 1973.2!     +               *                !!          .   .   .          0
 1973.3!          *            +              !!  0       .   .   .          !
 1973.4!             +  *                     !!          .   . 0 .          !
 1974.1!                * +                   !!          . 0 .   .          !
 1974.2!              *    +                  !!          0   .   .          !
 1974.3!                 + *                  !!          .   . 0 .          !
 1974.4!               *      +               !!        0 .   .   .          !
 1975.1!          *       +                   !!       0  .   .   .          !
 1975.2!             *+                       !!          .  0.   .          !
 1975.3!           *    +                     !!         0.   .   .          !
 1975.4!               + *                    !!          .   . 0 .          !
 1976.1!                *   +                 !!          .0  .   .          !
 1976.2!          *        +                  !!     0    .   .   .          !
 1976.3!             +    *                   !!          .   .   .0         !
 1976.4!                    +   *             !!          .   .  0.          !
 1977.1!                  *      +            !!       0  .   .   .          !
 1977.2!           *        +                 !!     0    .   .   .          !
 1977.3!               +     *                !!          .   .   . 0        !
 1977.4!          *            +              !!  0       .   .   .          !
 1978.1!              +            *          !!          .   .   .       0  !
 1978.2!                            + *       !!          .   . 0 .          !
 1978.3!                              *+      !!          .  0.   .          !
 1978.4!                         *    +       !!         0.   .   .          !
 1979.1!                          +           !!          .   0   .          !
 1979.2!                         * +          !!          .  0.   .          !
 1979.3!                          +   *       !!          .   .  0.          !
 1979.4!                         *    +       !!         0.   .   .          !
 1980.1!                          +   *       !!          .   .   0          !
 1980.2!                              +       !!          .   0   .          !
 1980.3!                              +       *!          .   .   .  0       !
 1980.4!                                   *+ !!          .  0.   .          !
 1981.1!                              *   +   !!          .0  .   .          !
 1981.2!                              +     * !!          .   .   .0         !
 1981.3!                                   +  !!          .   0   .          !
 1981.4!                                  + * !!          .   .0  .          !
 1982.1!                                   + *!!          .   . 0 .          !
 1982.2!                              *     + !!         0.   .   .          !
 1982.3!                              +  *    !!          .   .  0.          !
 1982.4!                                 + *  !!          .   . 0 .          !
 1983.1!                                 *+   !!          .  0.   .          !
 1983.2!                               * +    !!          . 0 .   .          !
 1983.3!                               +      *!          .   .   .  0       !
 1983.4!                                     +!!          .   0   .          !
 1984.1!                            *       + !!      0   .   .   .          !
 1984.2!                            +     *   !!          .   .   .0         !
 1984.3!                                 +    *!          .   .   0          !
 1984.4!                             *      + !!       0  .   .   .          !
 1985.1!                             +   *    !!          .   .   0          !
 1985.2!                                 +    *!          .   .   0          !
 1985.3!                                  * + !!          . 0 .   .          !
 1985.4!                                 + *  !!          .   .0  .          !
 1986.1!                                  + * !!          .   . 0 .          !
 1986.2!                                   +* !!          .   0   .          !
 1986.3!                            *      +  !!        0 .   .   .          !
 1986.4!                           * +        !!          .  0.   .          !
 1987.1!                            +   *     !!          .   .   0          !
 1987.2!                                +     !!          .   0   .          !
 1987.3!                              * +     !!          .  0.   .          !
 1987.4!                          *   +       !!          0   .   .          !
 1988.1!                           +      *   !!          .   .   . 0        !
 1988.2!                                 +  * !!          .   .  0.          !
 1988.3!                                 * +  !!          .0  .   .          !
 1988.4!                                +*    !!          .   0   .          !
 1989.1!                                 +    !!          .   0   .          !
 1989.2!                              *  +    !!          . 0 .   .          !
 1989.3!                              +    *  !!          .   .   0          !
 1989.4!                                * +   !!          . 0 .   .          !
 1990.1!                                +    *!!          .   .   .0         !
 1990.2!                                  * + !!          . 0 .   .          !
 1990.3!                                 +   *!!          .   .  0.          !
 1990.4!                                    + !!          .   0   .          !
 1991.1!                                   +* !!          .   .0  .          !
 1991.2!                                  *+  !!          .  0.   .          !
 1991.3!                                 + *  !!          .   . 0 .          !
 1991.4!                                   + *!!          .   . 0 .          !
 1992.1!                               *    + !!          0   .   .          !
 1992.2!                               +*     !!          .   .0  .          !
 1992.3!                                + *   !!          .   .0  .          !
 1992.4!                                 + *  !!          .   . 0 .          !
 1993.1!                                * +   !!          . 0 .   .          !
 1993.2!                                + *   !!          .   . 0 .          !
 1993.3!                                * +   !!          . 0 .   .          !
 1993.4!                                +   * !!          .   .   0          !
 1994.1!                               *   +  !!          0   .   .          !
 1994.2!                               +  *   !!          .   .  0.          !
 1994.3!                                  + * !!          .   . 0 .          !
 1994.4!                                *  +  !!          .0  .   .          !
 1995.1!                                +*    !!          .   .0  .          !
 1995.2!                                 +    !!          .   0   .          !
 1995.3!                                 +  * !!          .   .  0.          !
 1995.4!                                 * +  !!          . 0 .   .          !
 1996.1!                                +   * !!          .   .   0          !
 1996.2!                                   + *!!          .   .0  .          !
 1996.3!                                    + !!          .   0   .          !
 1996.4!                                  *+  !!          .  0.   .          !
 1997.1!                                 +*   !!          .   0   .          !
 1997.2!                                 +    !!          .  0.   .          !
 1997.3!                                +  *  !!          .   . 0 .          !
 1997.4!                                 *+   !!          .  0.   .          !
 1998.1!                                 + *  !!          .   .  0.          !
 1998.2!                                   + *!!          .   . 0 .          !
 1998.3!                                    +*!!          .   .0  .          !
 1998.4!                                  * + !!          . 0 .   .          !
 1999.1!                                 +*   !!          .   .0  .          !
 1999.2!                                 *+   !!          .   0   .          !
 1999.3!                                 +    *!          .   .   .0         !
 1999.4!                                    *+!!          .  0.   .          !
 2000.1!                                   +* !!          .   .0  .          !
 2000.2!                                  *+  !!          .  0.   .          !
 2000.3!                                  +   *!          .   .   0          !
 2000.4!                                    *+!!          .  0.   .          !
 2001.1!                                   + *!!          .   . 0 .          !
 2001.2!                                    + !!          .   0   .          !
 2001.3!                                   +  *!          .   .  0.          !
 2001.4!                                    *+!!          .   0   .          !
 2002.1!                                    +*!!          .   . 0 .          !
 2002.2!                                    + !!          .   0   .          !
 2002.3!                                   +  !!          .   0   .          !
 2002.4!                                 * +  !!          .  0.   .          !
 2003.1!                                 + *  !!          .   . 0 .          !
 2003.2!                                 *+   !!          .  0.   .          !
 2003.3!                               * +    !!          . 0 .   .          !
 2003.4!                               +*     !!          .   .0  .          !
 2004.1!                              * +     !!          . 0 .   .          !
 2004.2!                              + *     !!          .   . 0 .          !
 2004.3!                                +*    !!          .   .0  .          !
 2004.4!                                +     !!          .  0.   .          !
 2005.1!                             *  +     !!          . 0 .   .          !
 2005.2!                            * +       !!          . 0 .   .          !
 2005.3!                             +*       !!          .   .0  .          !
 2005.4!                             *+       !!          . 0 .   .          !
 2006.1!                             +  *     !!          .   . 0 .          !
 2006.2!                              * +     !!          . 0 .   .          !
 2006.3!                              +  *    !!          .   . 0 .          !
 2006.4!                               *+     !!          . 0 .   .          !
 2007.1!                              *+      !!          .  0.   .          !
 2007.2!                             *+       !!          .  0.   .          !
 2007.3!                              + *     !!          .   . 0 .          !
 2007.4!                             *  +     !!          . 0 .   .          !
 2008.1!                              +*      !!          .   . 0 .          !
 2008.2!                               +      !!          .  0.   .          !
 2008.3!                               +*     !!          .   .0  .          !
 2008.4!                              * +     !!          . 0 .   .          !
 2009.1!                              +     * !!          .   .   .0         !
 2009.2!                                   +  !!          .   0   .          !
 2009.3!                                  +   !!          .  0.   .          !
 2009.4!                               * +    !!          . 0 .   .          !
 2010.1!                               +      !!          .   0   .          !
 2010.2!                               + *    !!          .   .0  .          !
 2010.3!                               * +    !!          .  0.   .          !
 2010.4!                               +*     !!          .   .0  .          !
 2011.1!                                +     !!          .   0   .          !
 2011.2!                                +     !!          .   0   .          !
 2011.3!                                + *   !!          .   . 0 .          !
 2011.4!                                 + *  !!          .   .0  .          !
 2012.1!                                 *+   !!          .  0.   .          !
 2012.2!                              *  +    !!          .0  .   .          !
 2012.3!                              +  *    !!          .   . 0 .          !
 2012.4!                                +  *  !!          .   . 0 .          !


     23.60 percent of the residuals exceed 1 SE
      5.59 percent of the residuals exceed 2 SE
@@EQ 2671 LAAVIBA C LAVIBA(-1) PVIBA;SMPL 2013.1 2012.4;OLS;EST 2671 PLOT=0;EN
@@EQ 2672 LAANIBA C LANIBA(-1) PNIBA;SMPL 2007.4 2012.4;OLS;EST 2672 PLOT=0;EN
@@EQ 2673 LAAALBA C LAALBA(-1) PALBA;SMPL 2013.1 2012.4;OLS;EST 2673 PLOT=0;EN
@@EQ 2674 LAAIABA C LAIABA(-1) PIABA;SMPL 1979.3 2012.4;OLS;EST 2674 PLOT=0;EN
@@EQ 2675 LAAINBA C LAINBA(-1) PINBA;SMPL 2000.3 2012.4;OLS;EST 2675 PLOT=0;EN
@@EQ 2676 LAAIQBA C LAIQBA(-1) PIQBA;SMPL 2009.4 2012.4;OLS;EST 2676 PLOT=0;EN
@@EQ 2677 LAAKUBA C LAKUBA(-1) PKUBA;SMPL 1996.3 2012.4;OLS;EST 2677 PLOT=0;EN
@@EQ 2678 LAALIBA C LALIBA(-1) PLIBA;SMPL 2013.1 2012.4;OLS;EST 2678 PLOT=0;EN
@@EQ 2679 LAAUABA C LAUABA(-1) PUABA;SMPL 1981.3 2012.4;OLS;EST 2679 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSHK=USPX$/HKPMM;                                                      
 GENR LAAUSHK=LOG(AAUSHK+.00001);                                             
 GENR LAUSHK=LOG(AUSHK+.00001);                                               
 LHS AAUSHK=EXP(LAAUSHK)-.00001;                                              
  EQ 2680 LAAUSHK C LAUSHK(-1) PUSHK;                                         
EQUATION 1461  LAAUSHK  
   RHS     C  LAUSHK(-1)  PUSHK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1461 PLOT=0;END;                                                     

Equation number = 1461
**********************

Dependent variable = LAAUSHK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.249020040

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.021854033       0.119528280  -0.18284     1.000000
14792 LAUSHK  ( -1)       0.972968671       0.017619017  55.22264    -2.243335
14790 PUSHK   (  0)      -0.043332699       0.104725081  -0.41378     1.026275

SE of equation            =     0.092562834
Sum of squared residuals  =  1.58505748       0.266164868E-11
Average absolute error    =     0.069059856
Sum of ABS residuals      =  12.9832530    
R squared                 =   0.94365
Durbin-Watson statistic   =   2.48340
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                              *  +    !!         0.   .   .          !
 1966.2!                             +  *     !!          .   .   0          !
 1966.3!                               +*     !!          .   . 0 .          !
 1966.4!                                +     !!          .   0   .          !
 1967.1!                               +      !!          .   0   .          !
 1967.2!                               +      !!          .   0   .          !
 1967.3!                              +*      !!          .   . 0 .          !
 1967.4!                               +   *  !!          .   .   .   0      !
 1968.1!                                 * +  !!          .0  .   .          !
 1968.2!                                +*    !!          .   .0  .          !
 1968.3!                                +*    !!          .   . 0 .          !
 1968.4!                              * +     !!          0   .   .          !
 1969.1!                             + *      !!          .   .  0.          !
 1969.2!                              +   *   !!          .   .   . 0        !
 1969.3!                                 +    !!          .   0   .          !
 1969.4!                               * +    !!          . 0 .   .          !
 1970.1!                               +*     !!          .   . 0 .          !
 1970.2!                               *+     !!          . 0 .   .          !
 1970.3!                              +*      !!          .   .0  .          !
 1970.4!                              +*      !!          .   .0  .          !
 1971.1!                              + *     !!          .   .  0.          !
 1971.2!                             * +      !!          .0  .   .          !
 1971.3!                             +*       !!          .   . 0 .          !
 1971.4!                              +       !!          .   0   .          !
 1972.1!                             +        !!          .   0   .          !
 1972.2!                            +  *      !!          .   .  0.          !
 1972.3!                              + *     !!          .   .  0.          !
 1972.4!                               +  *   !!          .   .   0          !
 1973.1!                                *+    !!          . 0 .   .          !
 1973.2!                                + *   !!          .   .   0          !
 1973.3!                                  +  *!!          .   .   .0         !
 1973.4!                                    + !!          .   0   .          !
 1974.1!                                   + *!!          .   . 0 .          !
 1974.2!                                    + *!          .   .  0.          !
 1974.3!                                  *  +!!        0 .   .   .          !
 1974.4!                                 +    !!          .   0   .          !
 1975.1!                               * +    !!          .0  .   .          !
 1975.2!                              +*      !!          .   . 0 .          !
 1975.3!                               + *    !!          .   .  0.          !
 1975.4!                                + *   !!          .   . 0 .          !
 1976.1!                                 +    !!          .   0   .          !
 1976.2!                                 +*   !!          .   . 0 .          !
 1976.3!                                 +*   !!          .   . 0 .          !
 1976.4!                                  +*  !!          .   . 0 .          !
 1977.1!                                   + *!!          .   .   0          !
 1977.2!                                 *  + !!         0.   .   .          !
 1977.3!                               * +    !!          .0  .   .          !
 1977.4!                               +   *  !!          .   .   .  0       !
 1978.1!                          *       +   !! 0        .   .   .          !
 1978.2!                          + *         !!          .   .  0.          !
 1978.3!                          * +         !!          . 0 .   .          !
 1978.4!                          +*          !!          .   .0  .          !
 1979.1!                          +           !!          .   0   .          !
 1979.2!                          +           !!          .   .0  .          !
 1979.3!                          +*          !!          .   .  0.          !
 1979.4!                           +*         !!          .   . 0 .          !
 1980.1!                            +      *  !!          .   .   .      0   !
 1980.2!                                  +   *!          .   .   . 0        !
 1980.3!                                  *  +!!         0.   .   .          !
 1980.4!                                  +*  !!          .   . 0 .          !
 1981.1!                         *        +   !0          .   .   .          !
 1981.2!                        *+            !!          .  0.   .          !
 1981.3!                      * +             !!          .0  .   .          !
 1981.4!                      +               !!          .   0   .          !
 1982.1!                     *+               !!          . 0 .   .          !
 1982.2!                    +                 !!          .   0   .          !
 1982.3!                    +   *             !!          .   .   . 0        !
 1982.4!                     * +              !!          .0  .   .          !
 1983.1!                     +*               !!          .   . 0 .          !
 1983.2!                     *+               !!          .  0.   .          !
 1983.3!                    *+                !!          . 0 .   .          !
 1983.4!                    +*                !!          .   . 0 .          !
 1984.1!                    +                 !!          .  0.   .          !
 1984.2!                    +*                !!          .   . 0 .          !
 1984.3!                    +*                !!          .   .0  .          !
 1984.4!                     +                !!          .   .0  .          !
 1985.1!                     +*               !!          .   .0  .          !
 1985.2!                 *   +                !!       0  .   .   .          !
 1985.3!               * +                    !!          0   .   .          !
 1985.4!             * +                      !!          . 0 .   .          !
 1986.1!             +      *                 !!          .   .   .      0   !
 1986.2!             *      +                 !!   0      .   .   .          !
 1986.3!             + *                      !!          .   .  0.          !
 1986.4!               +                      !!          .   .0  .          !
 1987.1!               +   *                  !!          .   .   .0         !
 1987.2!               *  +                   !!        0 .   .   .          !
 1987.3!               + *                    !!          .   .   0          !
 1987.4!                 +                    !!          .   0   .          !
 1988.1!                 + *                  !!          .   .   0          !
 1988.2!                  *+                  !!          . 0 .   .          !
 1988.3!                  + *                 !!          .   .  0.          !
 1988.4!                 *  +                 !!         0.   .   .          !
 1989.1!                 + *                  !!          .   .  0.          !
 1989.2!                   + *                !!          .   .  0.          !
 1989.3!                 *  +                 !!         0.   .   .          !
 1989.4!                 +*                   !!          .   .0  .          !
 1990.1!                  + *                 !!          .   .   .0         !
 1990.2!                    +*                !!          .   .0  .          !
 1990.3!               *     +                !!    0     .   .   .          !
 1990.4!              *+                      !!          .  0.   .          !
 1991.1!              +      *                !!          .   .   .       0  !
 1991.2!                *    +                !!      0   .   .   .          !
 1991.3!                +*                    !!          .   .0  .          !
 1991.4!                *+                    !!          .  0.   .          !
 1992.1!                +*                    !!          .   . 0 .          !
 1992.2!             *   +                    !!       0  .   .   .          !
 1992.3!             + *                      !!          .   .  0.          !
 1992.4!               + *                    !!          .   .   0          !
 1993.1!                 +   *                !!          .   .   .  0       !
 1993.2!                    *+                !!          . 0 .   .          !
 1993.3!                   *+                 !!          . 0 .   .          !
 1993.4!                   +                  !!          .   0   .          !
 1994.1!                   +                  !!          .   .0  .          !
 1994.2!                 * +                  !!          .0  .   .          !
 1994.3!                 + *                  !!          .   . 0 .          !
 1994.4!                * +                   !!          0   .   .          !
 1995.1!                +   *                 !!          .   .   . 0        !
 1995.2!                   +                  !!          .  0.   .          !
 1995.3!                   +*                 !!          .   . 0 .          !
 1995.4!                    +                 !!          .   .0  .          !
 1996.1!                   *+                 !!          . 0 .   .          !
 1996.2!                   +*                 !!          .   .0  .          !
 1996.3!                  * +                 !!          . 0 .   .          !
 1996.4!                  +                   !!          .   0   .          !
 1997.1!                  +*                  !!          .   . 0 .          !
 1997.2!                *  +                  !!        0 .   .   .          !
 1997.3!                +*                    !!          .   .0  .          !
 1997.4!               *+                     !!          . 0 .   .          !
 1998.1!               +                      !!          .   0   .          !
 1998.2!              *+                      !!          . 0 .   .          !
 1998.3!              + *                     !!          .   .  0.          !
 1998.4!                + *                   !!          .   .   0          !
 1999.1!                  +  *                !!          .   .   . 0        !
 1999.2!                 *   +                !!      0   .   .   .          !
 1999.3!                *+                    !!          .  0.   .          !
 1999.4!                +                     !!          .   0   .          !
 2000.1!                +*                    !!          .   .0  .          !
 2000.2!               *+                     !!          . 0 .   .          !
 2000.3!               +*                     !!          .   . 0 .          !
 2000.4!                +*                    !!          .   . 0 .          !
 2001.1!                 +*                   !!          .   .0  .          !
 2001.2!                * +                   !!          . 0 .   .          !
 2001.3!              * +                     !!          .0  .   .          !
 2001.4!            * +                       !!          .0  .   .          !
 2002.1!            +                         !!          .   0   .          !
 2002.2!          * +                         !!         0.   .   .          !
 2002.3!        * +                           !!          .0  .   .          !
 2002.4!       *+                             !!          .  0.   .          !
 2003.1!       +*                             !!          .   .0  .          !
 2003.2!      * +                             !!          .0  .   .          !
 2003.3!      *+                              !!          . 0 .   .          !
 2003.4!      +                               !!          .   .0  .          !
 2004.1!       +*                             !!          .   .  0.          !
 2004.2!     *   +                            !!        0 .   .   .          !
 2004.3!     +                                !!          .   0   .          !
 2004.4!    *+                                !!          . 0 .   .          !
 2005.1!     + *                              !!          .   .   0          !
 2005.2!    *  +                              !!         0.   .   .          !
 2005.3!   *+                                 !!          . 0 .   .          !
 2005.4!*  +                                  !!        0 .   .   .          !
 2006.1!+  *                                  !!          .   .   .0         !
 2006.2!  *+                                  !!          . 0 .   .          !
 2006.3!*  +                                  !!          0   .   .          !
 2006.4!*+                                    !!          .  0.   .          !
 2007.1!+  *                                  !!          .   .   0          !
 2007.2! * +                                  !!          0   .   .          !
 2007.3!*+                                    !!          .  0.   .          !
 2007.4! +                                    !!          .   0   .          !
 2008.1! +*                                   !!          .   . 0 .          !
 2008.2!   +                                  !!          .   .0  .          !
 2008.3!*   +                                 !!        0 .   .   .          !
 2008.4!*+                                    !!          .  0.   .          !
 2009.1! +     *                              !!          .   .   .     0    !
 2009.2!    *  +                              !!          0   .   .          !
 2009.3!  *  +                                !!          0   .   .          !
 2009.4!  +*                                  !!          .   . 0 .          !
 2010.1!    + *                               !!          .   .   0          !
 2010.2!  *   +                               !!       0  .   .   .          !
 2010.3!  +*                                  !!          .   .0  .          !
 2010.4!   +                                  !!          .  0.   .          !
 2011.1!   +    *                             !!          .   .   .   0      !
 2011.2!    *   +                             !!        0 .   .   .          !
 2011.3!     +  *                             !!          .   .   . 0        !
 2011.4!        +*                            !!          .   0   .          !
 2012.1!         +                            !!          .   .0  .          !
 2012.2!       * +                            !!          0   .   .          !
 2012.3*       +                              !! 0        .   .   .          !
 2012.4+    *                                 !!          .   .   .   0      !


     24.47 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCAHK=CAPX$/HKPMM;                                                      
 GENR LAACAHK=LOG(AACAHK+.00001);                                             
 GENR LACAHK=LOG(ACAHK+.00001);                                               
 LHS AACAHK=EXP(LAACAHK)-.00001;                                              
  EQ 2681 LAACAHK C LACAHK(-1) PCAHK;                                         
EQUATION 1462  LAACAHK  
   RHS     C  LACAHK(-1)  PCAHK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1462 PLOT=0;END;                                                     

Equation number = 1462
**********************

Dependent variable = LAACAHK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.868646981

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.669608264       0.204076213  -3.28117     1.000000
14795 LACAHK  ( -1)       0.807518069       0.044038227  18.33675    -4.862378
14793 PCAHK   (  0)      -0.294884563       0.150674792  -1.95709     0.924363

SE of equation            =     0.228776417
Sum of squared residuals  =  9.68265008      -0.110897957E-10
Average absolute error    =     0.177683899
Sum of ABS residuals      =  33.4045731    
R squared                 =   0.70363
Durbin-Watson statistic   =   2.50710
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                      +    *          !!         .    .    0         !
 1966.2!                        +             !!         .    0    .         !
 1966.3!                      + *             !!         .    . 0  .         !
 1966.4!                      +*              !!         .    . 0  .         !
 1967.1!                     +    *           !!         .    .    0         !
 1967.2!                       +      *       !!         .    .    .  0      !
 1967.3!                    *     +           !!       0 .    .    .         !
 1967.4!                  +       *           !!         .    .    .   0     !
 1968.1!                       +*             !!         .    . 0  .         !
 1968.2!                   *  +               !!         . 0  .    .         !
 1968.3!                 +  *                 !!         .    .  0 .         !
 1968.4!               *  +                   !!         .0   .    .         !
 1969.1!              +      *                !!         .    .    .  0      !
 1969.2!                    +                 !!         .    0    .         !
 1969.3!                   + *                !!         .    . 0  .         !
 1969.4!                  *+                  !!         .   0.    .         !
 1970.1!                 +      *             !!         .    .    . 0       !
 1970.2!                 *    +               !!         0    .    .         !
 1970.3!                + *                   !!         .    .  0 .         !
 1970.4!                 +     *              !!         .    .    .0        !
 1971.1!                 *   +                !!         .0   .    .         !
 1971.2!                +                     !!         .    0    .         !
 1971.3!               +  *                   !!         .    .  0 .         !
 1971.4!                 + *                  !!         .    . 0  .         !
 1972.1!                * +                   !!         .  0 .    .         !
 1972.2!                + *                   !!         .    .  0 .         !
 1972.3!           *      +                   !!      0  .    .    .         !
 1972.4!            +     *                   !!         .    .    . 0       !
 1973.1!                  +                   !!         .    .0   .         !
 1973.2!                 *+                   !!         .   0.    .         !
 1973.3!                 +                    !!         .   0.    .         !
 1973.4!                 +                    !!         .    .0   .         !
 1974.1!                 +    *               !!         .    .    0         !
 1974.2!                    + *               !!         .    . 0  .         !
 1974.3!                   * +                !!         .  0 .    .         !
 1974.4!                  +*                  !!         .    .0   .         !
 1975.1!                  +*                  !!         .    0    .         !
 1975.2!                  + *                 !!         .    . 0  .         !
 1975.3!                   + *                !!         .    . 0  .         !
 1975.4!                    +  *              !!         .    .   0.         !
 1976.1!               *     +                !!       0 .    .    .         !
 1976.2!               +       *              !!         .    .    .   0     !
 1976.3!                     +  *             !!         .    .  0 .         !
 1976.4!                      +    *          !!         .    .    .0        !
 1977.1!                         +*           !!         .    0    .         !
 1977.2!                       *+             !!         .   0.    .         !
 1977.3!                    * +               !!         .  0 .    .         !
 1977.4!                  * +                 !!         .  0 .    .         !
 1978.1!                  +                   !!         .    0    .         !
 1978.2!                   +*                 !!         .    .0   .         !
 1978.3!               *    +                 !!         0    .    .         !
 1978.4!                +     *               !!         .    .    .0        !
 1979.1!                      +  *            !!         .    .  0 .         !
 1979.2!                   *   +              !!         0    .    .         !
 1979.3!                  *+                  !!         .   0.    .         !
 1979.4!                  + *                 !!         .    . 0  .         !
 1980.1!                   +       *          !!         .    .    .   0     !
 1980.2!                       *  +           !!         . 0  .    .         !
 1980.3!                      +   *           !!         .    .   0.         !
 1980.4!                         +  *         !!         .    .   0.         !
 1981.1!                  *        +          !!    0    .    .    .         !
 1981.2!                  +*                  !!         .    .0   .         !
 1981.3!                 * +                  !!         .  0 .    .         !
 1981.4!                 +                    !!         .    0    .         !
 1982.1!                 +    *               !!         .    .    0         !
 1982.2!                     +  *             !!         .    .  0 .         !
 1982.3!                      +       *       !!         .    .    .  0      !
 1982.4!                      *    +          !!         0    .    .         !
 1983.1!                  *   +               !!         . 0  .    .         !
 1983.2!                  +     *             !!         .    .    .0        !
 1983.3!                    * +               !!         . 0  .    .         !
 1983.4!                   + *                !!         .    .0   .         !
 1984.1!                   *+                 !!         .   0.    .         !
 1984.2!                *  +                  !!         .  0 .    .         !
 1984.3!                +   *                 !!         .    .   0.         !
 1984.4!             *     +                  !!       0 .    .    .         !
 1985.1!              +        *              !!         .    .    .    0    !
 1985.2!                     *+               !!         .  0 .    .         !
 1985.3!                    +*                !!         .    .0   .         !
 1985.4!                     +     *          !!         .    .    . 0       !
 1986.1!                       *  +           !!         . 0  .    .         !
 1986.2!                   *   +              !!         0    .    .         !
 1986.3!                   +                  !!         .    0    .         !
 1986.4!                    + *               !!         .    . 0  .         !
 1987.1!                      +    *          !!         .    .    .0        !
 1987.2!                     *    +           !!        0.    .    .         !
 1987.3!                     + *              !!         .    .  0 .         !
 1987.4!                       + *            !!         .    .  0 .         !
 1988.1!                        +             *!         .    .    .         0
 1988.2!                             *     +  !!       0 .    .    .         !
 1988.3!                           +       *  !!         .    .    .   0     !
 1988.4!                                +     !!         .   0.    .         !
 1989.1!                             +      * !!         .    .    .  0      !
 1989.2!                                 + *  !!         .    . 0  .         !
 1989.3!                                +     !!         .    0    .         !
 1989.4!                      *       +       !!      0  .    .    .         !
 1990.1!                   *  +               !!         . 0  .    .         !
 1990.2!                   +        *         !!         .    .    .    0    !
 1990.3!                       *  +           !!         .0   .    .         !
 1990.4!                    * +               !!         .  0 .    .         !
 1991.1!                    +     *           !!         .    .    .0        !
 1991.2!                        *+            !!         .    0    .         !
 1991.3!                        + *           !!         .    . 0  .         !
 1991.4!                  *      +            !!       0 .    .    .         !
 1992.1!                   +      *           !!         .    .    .  0      !
 1992.2!                      *  +            !!         . 0  .    .         !
 1992.3!         *            +               !!0        .    .    .         !
 1992.4!            +       *                 !!         .    .    .    0    !
 1993.1!                    +                 !!         .    0    .         !
 1993.2!                     +                !!         .    .0   .         !
 1993.3!             *       +                !!    0    .    .    .         !
 1993.4!              +*                      !!         .    0    .         !
 1994.1!              * +                     !!         .  0 .    .         !
 1994.2!                + *                   !!         .    . 0  .         !
 1994.3!                 * +                  !!         .  0 .    .         !
 1994.4!                  +      *            !!         .    .    .  0      !
 1995.1!                         +  *         !!         .    .   0.         !
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 1995.3!                      + *             !!         .    . 0  .         !
 1995.4!                        +*            !!         .    . 0  .         !
 1996.1!                  *      +            !!       0 .    .    .         !
 1996.2!                *  +                  !!         .0   .    .         !
 1996.3!                 +    *               !!         .    .    .0        !
 1996.4!                *    +                !!        0.    .    .         !
 1997.1!                 +       *            !!         .    .    .   0     !
 1997.2!                     *  +             !!         . 0  .    .         !
 1997.3!                  *  +                !!         . 0  .    .         !
 1997.4!                  +   *               !!         .    .   0.         !
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 1998.3!             * +                      !!         .  0 .    .         !
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 1999.3!             *     +                  !!       0 .    .    .         !
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 2000.3!               * +                    !!         .  0 .    .         !
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 2001.3!              +                       !!         .    0    .         !
 2001.4!          *    +                      !!         0    .    .         !
 2002.1!            +*                        !!         .    .0   .         !
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 2002.3!      *        +                      !!    0    .    .    .         !
 2002.4!        +                             !!         .    0    .         !
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 2003.3!      * +                             !!         .  0 .    .         !
 2003.4!      * +                             !!         . 0  .    .         !
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 2004.2!        *  +                          !!         .0   .    .         !
 2004.3!      *   +                           !!         .0   .    .         !
 2004.4!      * +                             !!         .  0 .    .         !
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 2005.3!    *    +                            !!         0    .    .         !
 2005.4!    * +                               !!         .   0.    .         !
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 2006.3!    *  +                              !!         .0   .    .         !
 2006.4!     +*                               !!         .    0    .         !
 2007.1!    *  +                              !!         . 0  .    .         !
 2007.2!   *  +                               !!         . 0  .    .         !
 2007.3!   * +                                !!         .  0 .    .         !
 2007.4!  *  +                                !!         . 0  .    .         !
 2008.1!  * +                                 !!         .  0 .    .         !
 2008.2!    +                                 !!         .    .0   .         !
 2008.3!   * +                                !!         .  0 .    .         !
 2008.4!     +                                !!         .    0    .         !
 2009.1!       + *                            !!         .    . 0  .         !
 2009.2!     *    +                           !!        0.    .    .         !
 2009.3!   *  +                               !!         . 0  .    .         !
 2009.4!*    +                                !!         0    .    .         !
 2010.1!   +  *                               !!         .    .  0 .         !
 2010.2!   *   +                              !!         .0   .    .         !
 2010.3!   * +                                !!         .  0 .    .         !
 2010.4!    +*                                !!         .    0    .         !
 2011.1!      +        *                      !!         .    .    .    0    !
 2011.2!  *           +                       !!0        .    .    .         !
 2011.3!    + *                               !!         .    . 0  .         !
 2011.4!       +     *                        !!         .    .    . 0       !
 2012.1!          *  +                        !!         . 0  .    .         !
 2012.2!      *   +                           !!         0    .    .         !
 2012.3*       +                              !!     0   .    .    .         !
 2012.4!  +                                   !!         .    0    .         !


     29.26 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ  2682 LAAJAHK C LAJAHK(-1) PJAHK;SMPL 1966.1 2012.4;OLS;EST 2682 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUHK=AUPX$/HKPMM;                                                      
 GENR LAAAUHK=LOG(AAAUHK+.00001);                                             
 GENR LAAUHK=LOG(AAUHK+.00001);                                               
 LHS AAAUHK=EXP(LAAAUHK)-.00001;                                              
  EQ 2683 LAAAUHK C LAAUHK(-1) PAUHK;                                         
EQUATION 1463  LAAAUHK  
   RHS     C  LAAUHK(-1)  PAUHK  
 SMPL 1968.2 2012.4;                                                          
Sample period is now  1968.2 to  2012.4 Internally:    66 to   244
 OLS;EST 1463 PLOT=0;END;                                                     

Equation number = 1463
**********************

Dependent variable = LAAAUHK 

 1968.2 -   2012.4,    0 missing obs.,  179 obs. used.

Mean of dependent variable       -6.165600006

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.862738082       0.334704873  -5.56532     1.000000
14798 LAAUHK  ( -1)       0.639866819       0.055750485  11.47733    -6.160370
14796 PAUHK   (  0)      -0.404079559       0.135622785  -2.97944     0.893501

SE of equation            =     0.196464719
Sum of squared residuals  =  6.79331591      -0.568158853E-10
Average absolute error    =     0.133286452
Sum of ABS residuals      =  23.8582749    
R squared                 =   0.48875
Durbin-Watson statistic   =   2.57494
SMPL and No. Obs.         = 1968.2   2012.4    179

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.2!                +*                    !!            . .0.            !
 1968.3!               +*                     !!            . .0.            !
 1968.4!              + *                     !!            . .0.            !
 1969.1!              +  *                    !!            . . 0            !
 1969.2!              *+                      !!            . 0 .            !
 1969.3!             +                        !!            .0. .            !
 1969.4!            +                         !!            . 0 .            !
 1970.1!            +                         !!            . 0 .            !
 1970.2!           *+                         !!            .0. .            !
 1970.3!           +                          !!            . 0 .            !
 1970.4!          *+                          !!            . 0 .            !
 1971.1!         * +                          !!            .0. .            !
 1971.2!         *+                           !!            . 0 .            !
 1971.3!        * +                           !!            .0. .            !
 1971.4!         +                            !!            . 0 .            !
 1972.1!       * +                            !!            0 . .            !
 1972.2!      * +                             !!            .0. .            !
 1972.3!        +         *                   !!            . . .    0       !
 1972.4!    *           +                     !!      0     . . .            !
 1973.1!      +     *                         !!            . . .0           !
 1973.2!           +                          !!            . 0 .            !
 1973.3!        * +                           !!            .0. .            !
 1973.4!         +   *                        !!            . . .0           !
 1974.1!             +   *                    !!            . . .0           !
 1974.2!               +                      !!            . 0 .            !
 1974.3!              +                       !!            . 0 .            !
 1974.4!             +                        !!            . 0 .            !
 1975.1!         *  +                         !!            0 . .            !
 1975.2!         +     *                      !!            . . .0           !
 1975.3!      *       +                       !!         0  . . .            !
 1975.4!        +          *                  !!            . . .    0       !
 1976.1!          *      +                    !!          0 . . .            !
 1976.2!           +     *                    !!            . . . 0          !
 1976.3!               + *                    !!            . .0.            !
 1976.4!             * +                      !!            0 . .            !
 1977.1!     *      +                         !!         0  . . .            !
 1977.2!       + *                            !!            . .0.            !
 1977.3!          +                           !!            . 0 .            !
 1977.4!          + *                         !!            . .0.            !
 1978.1!      *     +                         !!          0 . . .            !
 1978.2!        + *                           !!            . . 0            !
 1978.3!        *  +                          !!            0 . .            !
 1978.4!         + *                          !!            . . 0            !
 1979.1!       *   +                          !!            0 . .            !
 1979.2!    *    +                            !!           0. . .            !
 1979.3!     * +                              !!            .0. .            !
 1979.4! *     +                              !!          0 . . .            !
 1980.1! *  +                                 !!            0 . .            !
 1980.2!     + *                              !!            . .0.            !
 1980.3!      *  +                            !!            0 . .            !
 1980.4!        + *                           !!            . .0.            !
 1981.1!     *     +                          !!          0 . . .            !
 1981.2!        *+                            !!            . 0 .            !
 1981.3!      *    +                          !!           0. . .            !
 1981.4!         +                            !!            . .0.            !
 1982.1!      *    +                          !!           0. . .            !
 1982.2!      *  +                            !!            0 . .            !
 1982.3!         +*                           !!            . .0.            !
 1982.4!         *  +                         !!            0 . .            !
 1983.1!           +                          !!            . 0 .            !
 1983.2!        *    +                        !!           0. . .            !
 1983.3!         *+                           !!            .0. .            !
 1983.4!        *  +                          !!            0 . .            !
 1984.1!           +                          !!            . 0 .            !
 1984.2!         *   +                        !!            0 . .            !
 1984.3!            +*                        !!            . .0.            !
 1984.4!              +*                      !!            . 0 .            !
 1985.1!             *  +                     !!            .0. .            !
 1985.2!              +  *                    !!            . . 0            !
 1985.3!               * +                    !!            .0. .            !
 1985.4!               +*                     !!            . .0.            !
 1986.1!             * +                      !!            0 . .            !
 1986.2!             + *                      !!            . . 0            !
 1986.3!             *+                       !!            .0. .            !
 1986.4!            +    *                    !!            . . .0           !
 1987.1!           *   +                      !!            0 . .            !
 1987.2!           +                          !!            . 0 .            !
 1987.3!        *  +                          !!            0 . .            !
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 1988.3!          + *                         !!            . .0.            !
 1988.4!          * +                         !!            .0. .            !
 1989.1!          +   *                       !!            . . 0            !
 1989.2!             +*                       !!            . 0 .            !
 1989.3!        *    +                        !!           0. . .            !
 1989.4!         +    *                       !!            . . .0           !
 1990.1!            + *                       !!            . .0.            !
 1990.2!           *+                         !!            .0. .            !
 1990.3!          +     *                     !!            . . .0           !
 1990.4!             +*                       !!            . .0.            !
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 1991.3!            +                         !!            . 0 .            !
 1991.4!           +*                         !!            . .0.            !
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 1992.4!       *   +                          !!            0 . .            !
 1993.1!        +    *                        !!            . . .0           !
 1993.2!            +   *                     !!            . . .0           !
 1993.3!             *+                       !!            .0. .            !
 1993.4!            +  *                      !!            . . 0            !
 1994.1!             +*                       !!            . 0 .            !
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 1994.4!          +*                          !!            . 0 .            !
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 1995.2!          +   *                       !!            . . .0           !
 1995.3!            +*                        !!            . .0.            !
 1995.4!           +*                         !!            . 0 .            !
 1996.1!          + *                         !!            . .0.            !
 1996.2!           + *                        !!            . . 0            !
 1996.3!           +                          !!            . 0 .            !
 1996.4!      *   +                           !!            0 . .            !
 1997.1!       + *                            !!            . .0.            !
 1997.2!         +    *                       !!            . . .0           !
 1997.3!            *+                        !!            .0. .            !
 1997.4!           + *                        !!            . . 0            !
 1998.1!          * +                         !!            0 . .            !
 1998.2!         +                            !!            . 0 .            !
 1998.3!       * +                            !!            .0. .            !
 1998.4!        +   *                         !!            . . .0           !
 1999.1!           +*                         !!            . .0.            !
 1999.2!           +  *                       !!            . .0.            !
 1999.3!         *  +                         !!            0 . .            !
 1999.4!          + *                         !!            . .0.            !
 2000.1!            +*                        !!            . .0.            !
 2000.2!             + *                      !!            . .0.            !
 2000.3!              +*                      !!            . .0.            !
 2000.4!              +                       *!            . . .            0
 2001.1!                *            +        !!      0     . . .            !
 2001.2!               +   *                  !!            . . 0            !
 2001.3!                +   *                 !!            . . 0            !
 2001.4!                 + *                  !!            . .0.            !
 2002.1!                 +   *                !!            . . .0           !
 2002.2!                 +      *             !!            . . . 0          !
 2002.3!                   +    *             !!            . . .0           !
 2002.4!                   +*                 !!            . .0.            !
 2003.1!                +*                    !!            . .0.            !
 2003.2!              + *                     !!            . .0.            !
 2003.3!             +*                       !!            . .0.            !
 2003.4!            +                         !!            . 0 .            !
 2004.1!          +                           !!            . 0 .            !
 2004.2!         + *                          !!            . .0.            !
 2004.3!          +*                          !!            . 0 .            !
 2004.4!         +                            !!            . 0 .            !
 2005.1!        +*                            !!            . .0.            !
 2005.2!         + *                          !!            . .0.            !
 2005.3!         *+                           !!            . 0 .            !
 2005.4!         +                            !!            . 0 .            !
 2006.1!         +*                           !!            . .0.            !
 2006.2!         +                            !!            . 0 .            !
 2006.3!      *  +                            !!            0 . .            !
 2006.4!    * +                               !!            .0. .            !
 2007.1!     +   *                            !!            . . .0           !
 2007.2!    *   +                             !!           0. . .            !
 2007.3!     +                                !!            . 0 .            !
 2007.4!     *+                               !!            . 0 .            !
 2008.1!     + *                              !!            . .0.            !
 2008.2!      +                               !!            . 0 .            !
 2008.3!     *+                               !!            . 0 .            !
 2008.4!  *   +                               !!           0. . .            !
 2009.1!    +*                                !!            . .0.            !
 2009.2!     +                                !!            . 0 .            !
 2009.3!     +                                !!            . 0 .            !
 2009.4! *   +                                !!            0 . .            !
 2010.1!   +*                                 !!            . 0 .            !
 2010.2!    * +                               !!            .0. .            !
 2010.3!    * +                               !!            .0. .            !
 2010.4! *   +                                !!           0. . .            !
 2011.1! * +                                  !!            0 . .            !
 2011.2!*  +                                  !!            0 . .            !
 2011.3*   +                                  !!            0 . .            !
 2011.4!* +                                   !!            0 . .            !
 2012.1!  *+                                  !!            .0. .            !
 2012.2*    +                                 !!           0. . .            !
 2012.3! * +                                  !!            .0. .            !
 2012.4! *  +                                 !!            0 . .            !


     22.91 percent of the residuals exceed 1 SE
      3.35 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRHK=FRPX$/HKPMM;                                                      
 GENR LAAFRHK=LOG(AAFRHK+.00001);                                             
 GENR LAFRHK=LOG(AFRHK+.00001);                                               
 LHS AAFRHK=EXP(LAAFRHK)-.00001;                                              
  EQ 2684 LAAFRHK C LAFRHK(-1) PFRHK;                                         
EQUATION 1464  LAAFRHK  
   RHS     C  LAFRHK(-1)  PFRHK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1464 PLOT=0;END;                                                     

Equation number = 1464
**********************

Dependent variable = LAAFRHK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.177408167

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.587540499       0.166985004  -3.51852     1.000000
14801 LAFRHK  ( -1)       0.821252071       0.041893883  19.60315    -4.178580
14799 PFRHK   (  0)      -0.150786942       0.103435238  -1.45779     1.049162

SE of equation            =     0.157276012
Sum of squared residuals  =  4.57611266       0.375641740E-10
Average absolute error    =     0.119877946
Sum of ABS residuals      =  22.5370538    
R squared                 =   0.72182
Durbin-Watson statistic   =   2.48954
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!          +                           !!          .   0   .          !
 1966.2!       *   +                          !!          0   .   .          !
 1966.3!       *+                             !!          .  0.   .          !
 1966.4!        + *                           !!          .   . 0 .          !
 1967.1!      *    +                          !!         0.   .   .          !
 1967.2!       +  *                           !!          .   .  0.          !
 1967.3!         *+                           !!          . 0 .   .          !
 1967.4!         + *                          !!          .   . 0 .          !
 1968.1!          *+                          !!          .  0.   .          !
 1968.2!    *     +                           !!       0  .   .   .          !
 1968.3!     +     *                          !!          .   .   . 0        !
 1968.4!           +                          !!          .  0.   .          !
 1969.1!           +                          !!          .   0   .          !
 1969.2!            +    *                    !!          .   .   .0         !
 1969.3!                *+                    !!          .  0.   .          !
 1969.4!              * +                     !!          . 0 .   .          !
 1970.1!               +    *                 !!          .   .   .0         !
 1970.2!              *    +                  !!         0.   .   .          !
 1970.3!               +  *                   !!          .   .  0.          !
 1970.4!                 *+                   !!          .  0.   .          !
 1971.1!                 +*                   !!          .   .0  .          !
 1971.2!                 +  *                 !!          .   .  0.          !
 1971.3!                    + *               !!          .   .  0.          !
 1971.4!                      +  *            !!          .   .  0.          !
 1972.1!                       +              !!          .   0   .          !
 1972.2!                      +               !!          .   0   .          !
 1972.3!                    *+                !!          .  0.   .          !
 1972.4!                    +    *            !!          .   .   .0         !
 1973.1!                        +        *    !!          .   .   .     0    !
 1973.2!                           *  +       !!          .0  .   .          !
 1973.3!                         +            !!          .  0.   .          !
 1973.4!                       +              !!          .   0   .          !
 1974.1!                  *    +              !!         0.   .   .          !
 1974.2!                  +  *                !!          .   .  0.          !
 1974.3!                    *+                !!          .   0   .          !
 1974.4!                  * +                 !!          . 0 .   .          !
 1975.1!                  +    *              !!          .   .   . 0        !
 1975.2!                   *  +               !!          .0  .   .          !
 1975.3!                  +  *                !!          .   . 0 .          !
 1975.4!                    +                 !!          .   0   .          !
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 1976.2!                       +*             !!          .   .0  .          !
 1976.3!                       + *            !!          .   . 0 .          !
 1976.4!                        +*            !!          .   .0  .          !
 1977.1!                       *+             !!          .  0.   .          !
 1977.2!                      +    *          !!          .   .   .0         !
 1977.3!                         +            !!          .   0   .          !
 1977.4!                        +*            !!          .   .0  .          !
 1978.1!                  *     +             !!        0 .   .   .          !
 1978.2!                  +*                  !!          .   . 0 .          !
 1978.3!                   +*                 !!          .   . 0 .          !
 1978.4!                    +                 !!          .   0   .          !
 1979.1!                  *+                  !!          .  0.   .          !
 1979.2!                  +*                  !!          .   .0  .          !
 1979.3!                  +                   !!          .   0   .          !
 1979.4!                  +                   !!          .   0   .          !
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 1980.2!                 * +                  !!          . 0 .   .          !
 1980.3!                 +  *                 !!          .   . 0 .          !
 1980.4!                    + *               !!          .   . 0 .          !
 1981.1!                *    +                !!        0 .   .   .          !
 1981.2!                 +*                   !!          .   .0  .          !
 1981.3!                  +*                  !!          .   .0  .          !
 1981.4!                  * +                 !!          . 0 .   .          !
 1982.1!                  +                   !!          .  0.   .          !
 1982.2!                  +*                  !!          .   .0  .          !
 1982.3!                    +                 !!          .   .0  .          !
 1982.4!                *    +                !!         0.   .   .          !
 1983.1!                 +  *                 !!          .   .  0.          !
 1983.2!                   *+                 !!          .  0.   .          !
 1983.3!                  * +                 !!          .  0.   .          !
 1983.4!                 * +                  !!          . 0 .   .          !
 1984.1!                  +  *                !!          .   .  0.          !
 1984.2!                     +                !!          .  0.   .          !
 1984.3!                     + *              !!          .   . 0 .          !
 1984.4!                      *+              !!          .  0.   .          !
 1985.1!                       + *            !!          .   . 0 .          !
 1985.2!                        +             !!          .   0   .          !
 1985.3!                      * +             !!          . 0 .   .          !
 1985.4!                    * +               !!          . 0 .   .          !
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 1987.2!                    + *               !!          .   . 0 .          !
 1987.3!                     +  *             !!          .   . 0 .          !
 1987.4!                      +               !!          .   0   .          !
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 1988.2!                        *+            !!          .  0.   .          !
 1988.3!                   *   +              !!          0   .   .          !
 1988.4!                   +*                 !!          .   0   .          !
 1989.1!                    +   *             !!          .   .   0          !
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 1989.3!                     +                !!          .  0.   .          !
 1989.4!                    +*                !!          .   .0  .          !
 1990.1!                     +                !!          .   0   .          !
 1990.2!                  * +                 !!          .0  .   .          !
 1990.3!                 *+                   !!          .   0   .          !
 1990.4!               * +                    !!          . 0 .   .          !
 1991.1!               + *                    !!          .   . 0 .          !
 1991.2!              *   +                   !!          0   .   .          !
 1991.3!               + *                    !!          .   . 0 .          !
 1991.4!               * +                    !!          . 0 .   .          !
 1992.1!                +  *                  !!          .   .   0          !
 1992.2!                *  +                  !!          .0  .   .          !
 1992.3!                +*                    !!          .   .0  .          !
 1992.4!              *  +                    !!          0   .   .          !
 1993.1!               +          *           !!          .   .   .      0   !
 1993.2!                        + *           !!          .   .0  .          !
 1993.3!                         +  *         !!          .   .  0.          !
 1993.4!                          +           !!          .   0   .          !
 1994.1!                         +   *        !!          .   .   0          !
 1994.2!                      *    +          !!         0.   .   .          !
 1994.3!                      +*              !!          .   . 0 .          !
 1994.4!                       +  *           !!          .   .  0.          !
 1995.1!                        +      *      !!          .   .   .  0       !
 1995.2!                             +   *    !!          .   .   0          !
 1995.3!                               +   *  !!          .   .   0          !
 1995.4!                             *  +     !!          .0  .   .          !
 1996.1!                           +          !!          .   0   .          !
 1996.2!                          +     *     !!          .   .   . 0        !
 1996.3!                              + *     !!          .   . 0 .          !
 1996.4!                             + *      !!          .   . 0 .          !
 1997.1!                             + *      !!          .   .  0.          !
 1997.2!                         *   +        !!         0.   .   .          !
 1997.3!                        +             !!          .   0   .          !
 1997.4!                  *    +              !!        0 .   .   .          !
 1998.1!                  +       *           !!          .   .   .   0      !
 1998.2!                        +   *         !!          .   .  0.          !
 1998.3!                          +     *     !!          .   .   . 0        !
 1998.4!                             + *      !!          .   . 0 .          !
 1999.1!                          *  +        !!          .0  .   .          !
 1999.2!                    *    +            !!         0.   .   .          !
 1999.3!                   *+                 !!          .  0.   .          !
 1999.4!                 * +                  !!          . 0 .   .          !
 2000.1!                  +   *               !!          .   .   0          !
 2000.2!                      +               !!          .   0   .          !
 2000.3!                      +               !!          .  0.   .          !
 2000.4!                      +*              !!          .   .0  .          !
 2001.1!                       +              *!          .   .   .          0
 2001.2!                                 * +  !!          .0  .   .          !
 2001.3!                               +    * !!          .   .   .0         !
 2001.4!                                * +   !!          . 0 .   .          !
 2002.1!                       *      +       !!      0   .   .   .          !
 2002.2!                       +   *          !!          .   .   0          !
 2002.3!                 *        +           !!     0    .   .   .          !
 2002.4!                  +       *           !!          .   .   .   0      !
 2003.1!              *          +            !!   0      .   .   .          !
 2003.2!              *+                      !!          .  0.   .          !
 2003.3!               +   *                  !!          .   .   0          !
 2003.4!          *        +                  !!     0    .   .   .          !
 2004.1!            +*                        !!          .   .0  .          !
 2004.2!      *       +                       !!      0   .   .   .          !
 2004.3!         +  *                         !!          .   .   0          !
 2004.4!       *     +                        !!       0  .   .   .          !
 2005.1!         +      *                     !!          .   .   .  0       !
 2005.2!                 +  *                 !!          .   .   0          !
 2005.3!          *         +                 !!   0      .   .   .          !
 2005.4!      *     +                         !!        0 .   .   .          !
 2006.1!        +    *                        !!          .   .   .0         !
 2006.2!           *  +                       !!          .0  .   .          !
 2006.3!        *    +                        !!         0.   .   .          !
 2006.4!   *      +                           !!       0  .   .   .          !
 2007.1!    * +                               !!          . 0 .   .          !
 2007.2! *     +                              !!        0 .   .   .          !
 2007.3!    +   *                             !!          .   .   0          !
 2007.4*          +                           !!   0      .   .   .          !
 2008.1!  +    *                              !!          .   .   .0         !
 2008.2!   *     +                            !!         0.   .   .          !
 2008.3!*     +                               !!        0 .   .   .          !
 2008.4!   +    *                             !!          .   .   .0         !
 2009.1!       *  +                           !!          .0  .   .          !
 2009.2!     *   +                            !!          0   .   .          !
 2009.3!     * +                              !!          . 0 .   .          !
 2009.4!    *  +                              !!          .0  .   .          !
 2010.1!       +  *                           !!          .   .  0.          !
 2010.2!            + *                       !!          .   .  0.          !
 2010.3!             * +                      !!          .0  .   .          !
 2010.4!              +  *                    !!          .   .  0.          !
 2011.1!             *   +                    !!          0   .   .          !
 2011.2!            * +                       !!          .0  .   .          !
 2011.3!            *+                        !!          .  0.   .          !
 2011.4!         *    +                       !!         0.   .   .          !
 2012.1!           +      *                   !!          .   .   .  0       !
 2012.2!                *  +                  !!          .0  .   .          !
 2012.3!               * +                    !!          . 0 .   .          !
 2012.4!               *+                     !!          .  0.   .          !


     28.19 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEHK=GEPX$/HKPMM;                                                      
 GENR LAAGEHK=LOG(AAGEHK+.00001);                                             
 GENR LAGEHK=LOG(AGEHK+.00001);                                               
 LHS AAGEHK=EXP(LAAGEHK)-.00001;                                              
  EQ 2685 LAAGEHK C LAGEHK(-1) PGEHK;                                         
EQUATION 1465  LAAGEHK  
   RHS     C  LAGEHK(-1)  PGEHK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1465 PLOT=0;END;                                                     

Equation number = 1465
**********************

Dependent variable = LAAGEHK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.418881680

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.009775086       0.061468376  -0.15903     1.000000
14804 LAGEHK  ( -1)       0.963860650       0.021402918  45.03408    -3.410176
14802 PGEHK   (  0)      -0.137124274       0.085607650  -1.60178     0.890962

SE of equation            =     0.095343951
Sum of squared residuals  =  1.68173676      -0.403677092E-11
Average absolute error    =     0.069565361
Sum of ABS residuals      =  13.0782879    
R squared                 =   0.95383
Durbin-Watson statistic   =   2.48753
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                 * +  !!         0.   .   .          !
 1966.2!                                +*    !!          .   .0  .          !
 1966.3!                                 +    !!          .   0   .          !
 1966.4!                                +  *  !!          .   .   . 0        !
 1967.1!                                  *+  !!          . 0 .   .          !
 1967.2!                                  +   !!          .   .0  .          !
 1967.3!                               *  +   !!        0 .   .   .          !
 1967.4!                               +  *   !!          .   .   . 0        !
 1968.1!                                 +    !!          .  0.   .          !
 1968.2!                                 +*   !!          .   . 0 .          !
 1968.3!                                 +*   !!          .   . 0 .          !
 1968.4!                                  + * !!          .   .   0          !
 1969.1!                                   +* !!          .   . 0 .          !
 1969.2!                                    + !!          .   0   .          !
 1969.3!                                    +*!!          .   . 0 .          !
 1969.4!                                    + *!          .   .  0.          !
 1970.1!                                    *+!!          . 0 .   .          !
 1970.2!                                    + !!          .   0   .          !
 1970.3!                                  *+  !!          .0  .   .          !
 1970.4!                                 +   *!!          .   .   . 0        !
 1971.1!                                   *+ !!          . 0 .   .          !
 1971.2!                                  +   !!          .  0.   .          !
 1971.3!                                 +    !!          .  0.   .          !
 1971.4!                                 +  * !!          .   .   .   0      !
 1972.1!                                    + !!          .   .0  .          !
 1972.2!                                    + *!          .   .   .0         !
 1972.3!                                    *+!!          .0  .   .          !
 1972.4!                                    + !!          .   .0  .          !
 1973.1!                                   + *!!          .   .  0.          !
 1973.2!                                    + *!          .   .  0.          !
 1973.3!                                     +!!          .   0   .          !
 1973.4!                                     +!!          .   0   .          !
 1974.1!                                   *+ !!          .0  .   .          !
 1974.2!                                  +   !!          .  0.   .          !
 1974.3!                                 + *  !!          .   .  0.          !
 1974.4!                                 *+   !!          0   .   .          !
 1975.1!                                +     !!          .   0   .          !
 1975.2!                                +*    !!          .   . 0 .          !
 1975.3!                                +     !!          .   0   .          !
 1975.4!                                +*    !!          .   .  0.          !
 1976.1!                                 +    !!          .   .0  .          !
 1976.2!                                *+    !!          . 0 .   .          !
 1976.3!                              * +     !!          . 0 .   .          !
 1976.4!                              +*      !!          .   . 0 .          !
 1977.1!                               +      !!          .   0   .          !
 1977.2!                              *+      !!          . 0 .   .          !
 1977.3!                             +        !!          .  0.   .          !
 1977.4!                             +   *    !!          .   .   .   0      !
 1978.1!                                +  *  !!          .   .   .0         !
 1978.2!                            *     +   !!0         .   .   .          !
 1978.3!                           +          !!          .  0.   .          !
 1978.4!                          +           !!          .  0.   .          !
 1979.1!                         +            !!          .   0   .          !
 1979.2!                         + *          !!          .   .   0          !
 1979.3!                           +*         !!          .   . 0 .          !
 1979.4!                          * +         !!          0   .   .          !
 1980.1!                         +     *      !!          .   .   .      0   !
 1980.2!                             * +      !!          0   .   .          !
 1980.3!                             +        !!          .   0   .          !
 1980.4!                             +*       !!          .   .  0.          !
 1981.1!                       *      +       !!0         .   .   .          !
 1981.2!                        + *           !!          .   .   0          !
 1981.3!                          +*          !!          .   .  0.          !
 1981.4!                           *+         !!          . 0 .   .          !
 1982.1!                          *+          !!          .  0.   .          !
 1982.2!                          *+          !!          .   0   .          !
 1982.3!                          *+          !!          .  0.   .          !
 1982.4!                          + *         !!          .   .  0.          !
 1983.1!                          * +         !!          0   .   .          !
 1983.2!                          +           !!          .   0   .          !
 1983.3!                          +           !!          .   0   .          !
 1983.4!                         * +          !!          0   .   .          !
 1984.1!                        *+            !!          . 0 .   .          !
 1984.2!                        +*            !!          .   . 0 .          !
 1984.3!                         *+           !!          . 0 .   .          !
 1984.4!                          +           !!          .   .0  .          !
 1985.1!                           + *        !!          .   .  0.          !
 1985.2!                             +        !!          .   .0  .          !
 1985.3!                             +        !!          . 0 .   .          !
 1985.4!                           * +        !!          . 0 .   .          !
 1986.1!                          *+          !!          .0  .   .          !
 1986.2!                          +*          !!          .   . 0 .          !
 1986.3!                        *  +          !!       0  .   .   .          !
 1986.4!                       +              !!          .   0   .          !
 1987.1!                       +*             !!          .   . 0 .          !
 1987.2!                       *+             !!          .0  .   .          !
 1987.3!                     * +              !!          . 0 .   .          !
 1987.4!                     +                !!          .  0.   .          !
 1988.1!                    +*                !!          .   0   .          !
 1988.2!                    + *               !!          .   .  0.          !
 1988.3!                      +*              !!          .   .  0.          !
 1988.4!                       +              !!          .   0   .          !
 1989.1!                       +   *          !!          .   .   .   0      !
 1989.2!                          *+          !!          . 0 .   .          !
 1989.3!                      *   +           !!     0    .   .   .          !
 1989.4!                    * +               !!          .0  .   .          !
 1990.1!                    +    *            !!          .   .   .     0    !
 1990.2!                   *    +             !!    0     .   .   .          !
 1990.3!                  *+                  !!          . 0 .   .          !
 1990.4!                  +                   !!          .   0   .          !
 1991.1!                 +  *                 !!          .   .   .0         !
 1991.2!                   *+                 !!          . 0 .   .          !
 1991.3!                   +                  !!          .   0   .          !
 1991.4!                 * +                  !!          0   .   .          !
 1992.1!                +     *               !!          .   .   .     0    !
 1992.2!                  *  +                !!       0  .   .   .          !
 1992.3!                 +*                   !!          .   0   .          !
 1992.4!                 +*                   !!          .   .0  .          !
 1993.1!                 +       *            !!          .   .   .          0
 1993.2!                      *  +            !!         0.   .   .          !
 1993.3!                      +*              !!          .   .0  .          !
 1993.4!                      + *             !!          .   .  0.          !
 1994.1!                        +             !!          .   .0  .          !
 1994.2!                       *+             !!          .  0.   .          !
 1994.3!                     * +              !!          . 0 .   .          !
 1994.4!                     +                !!          .  0.   .          !
 1995.1!                    +                 !!          .   0   .          !
 1995.2!                    +                 !!          .   0   .          !
 1995.3!                  *+                  !!          . 0 .   .          !
 1995.4!                  +  *                !!          .   .   . 0        !
 1996.1!                    +   *             !!          .   .   . 0        !
 1996.2!                     * +              !!          .0  .   .          !
 1996.3!                     +*               !!          .   .0  .          !
 1996.4!                     +                !!          .  0.   .          !
 1997.1!                    +  *              !!          .   .   .0         !
 1997.2!                       +*             !!          .   . 0 .          !
 1997.3!                      *+              !!          . 0 .   .          !
 1997.4!                     *+               !!          . 0 .   .          !
 1998.1!                    +   *             !!          .   .   .  0       !
 1998.2!                    *   +             !!      0   .   .   .          !
 1998.3!                   +                  !!          .  0.   .          !
 1998.4!                  *+                  !!          .   0   .          !
 1999.1!                  +    *              !!          .   .   .    0     !
 1999.2!                       +              !!          .   0   .          !
 1999.3!                    * +               !!        0 .   .   .          !
 1999.4!                    +*                !!          .   .  0.          !
 2000.1!                     +*               !!          .   .0  .          !
 2000.2!                     *+               !!          .  0.   .          !
 2000.3!                     +*               !!          .   . 0 .          !
 2000.4!                      + *             !!          .   .  0.          !
 2001.1!                       *+             !!          . 0 .   .          !
 2001.2!                       +              !!          .   .0  .          !
 2001.3!                     * +              !!        0 .   .   .          !
 2001.4!                     +                !!          .   . 0 .          !
 2002.1!                     +*               !!          .   .0  .          !
 2002.2!                     *+               !!          . 0 .   .          !
 2002.3!                  *  +                !!         0.   .   .          !
 2002.4!                  +                   !!          .   0   .          !
 2003.1!                 *+                   !!          .0  .   .          !
 2003.2!               *+                     !!          . 0 .   .          !
 2003.3!              *+                      !!          . 0 .   .          !
 2003.4!             *+                       !!          . 0 .   .          !
 2004.1!             + *                      !!          .   .   .0         !
 2004.2!             * +                      !!          .0  .   .          !
 2004.3!          *  +                        !!         0.   .   .          !
 2004.4!         *+                           !!          . 0 .   .          !
 2005.1!         +  *                         !!          .   .   .  0       !
 2005.2!          * +                         !!          0   .   .          !
 2005.3!          +                           !!          .   0   .          !
 2005.4!        * +                           !!         0.   .   .          !
 2006.1!        +   *                         !!          .   .   .  0       !
 2006.2!         *  +                         !!         0.   .   .          !
 2006.3!         +*                           !!          .   .0  .          !
 2006.4!         +*                           !!          .   .0  .          !
 2007.1!          +                           !!          .  0.   .          !
 2007.2!       * +                            !!          0   .   .          !
 2007.3!       +                              !!          .  0.   .          !
 2007.4!      *+                              !!          .  0.   .          !
 2008.1!      +  *                            !!          .   .   . 0        !
 2008.2!       *+                             !!          . 0 .   .          !
 2008.3!    *  +                              !!        0 .   .   .          !
 2008.4!    +*                                !!          .   . 0 .          !
 2009.1!     +  *                             !!          .   .   .0         !
 2009.2!       *+                             !!          . 0 .   .          !
 2009.3!      *+                              !!          . 0 .   .          !
 2009.4!     +*                               !!          .   .0  .          !
 2010.1!      + *                             !!          .   .   0          !
 2010.2!       *+                             !!          . 0 .   .          !
 2010.3!    *  +                              !!         0.   .   .          !
 2010.4!    +*                                !!          .   0   .          !
 2011.1!     +*                               !!          .   . 0 .          !
 2011.2!    * +                               !!          0   .   .          !
 2011.3!   *+                                 !!          .  0.   .          !
 2011.4!   *+                                 !!          .  0.   .          !
 2012.1!   + *                                !!          .   .  0.          !
 2012.2! *   +                                !!      0   .   .   .          !
 2012.3*  +                                   !!         0.   .   .          !
 2012.4+*                                     !!          .   .0  .          !


     25.00 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITHK=ITPX$/HKPMM;                                                      
 GENR LAAITHK=LOG(AAITHK+.00001);                                             
 GENR LAITHK=LOG(AITHK+.00001);                                               
 LHS AAITHK=EXP(LAAITHK)-.00001;                                              
  EQ 2686 LAAITHK C LAITHK(-1) PITHK;                                         
EQUATION 1466  LAAITHK  
   RHS     C  LAITHK(-1)  PITHK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1466 PLOT=0;END;                                                     

Equation number = 1466
**********************

Dependent variable = LAAITHK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.814982922

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.296782709       0.093492035  -3.17442     1.000000
14807 LAITHK  ( -1)       0.863175964       0.034381371  25.10592    -3.807500
14805 PITHK   (  0)      -0.294990012       0.079310828  -3.71942     0.785307

SE of equation            =     0.117596387
Sum of squared residuals  =  2.55834839      -0.955058255E-11
Average absolute error    =     0.093479636
Sum of ABS residuals      =  17.5741715    
R squared                 =   0.90872
Durbin-Watson statistic   =   2.46221
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                          *    +      !!      0   .   .   .          !
 1966.2!                          + *         !!          .   .  0.          !
 1966.3!                          *+          !!          . 0 .   .          !
 1966.4!                         + *          !!          .   . 0 .          !
 1967.1!                          + *         !!          .   .  0.          !
 1967.2!                           +          !!          .   0   .          !
 1967.3!                      *    +          !!       0  .   .   .          !
 1967.4!                  *   +               !!        0 .   .   .          !
 1968.1!                  +   *               !!          .   .   .0         !
 1968.2!                      + *             !!          .   .  0.          !
 1968.3!                        +             !!          .   0   .          !
 1968.4!                     *  +             !!          0   .   .          !
 1969.1!                     +   *            !!          .   .   . 0        !
 1969.2!                    *    +            !!       0  .   .   .          !
 1969.3!                     +                !!          .   0   .          !
 1969.4!                      +               !!          .  0.   .          !
 1970.1!                      +  *            !!          .   .   .0         !
 1970.2!                         +    *       !!          .   .   .    0     !
 1970.3!                           *  +       !!          .0  .   .          !
 1970.4!                           +  *       !!          .   .   .0         !
 1971.1!                         *   +        !!      0   .   .   .          !
 1971.2!                     *  +             !!        0 .   .   .          !
 1971.3!                   * +                !!          0   .   .          !
 1971.4!                    +   *             !!          .   .   .   0      !
 1972.1!                       *+             !!          . 0 .   .          !
 1972.2!                     * +              !!          0   .   .          !
 1972.3!                    *+                !!          . 0 .   .          !
 1972.4!                     +   *            !!          .   .   .  0       !
 1973.1!                *         +           !0          .   .   .          !
 1973.2!                  +   *               !!          .   .   .  0       !
 1973.3!                      *+              !!          . 0 .   .          !
 1973.4!                      + *             !!          .   .  0.          !
 1974.1!                     *   +            !!        0 .   .   .          !
 1974.2!                  *   +               !!       0  .   .   .          !
 1974.3!                   +  *               !!          .   .   0          !
 1974.4!                      +*              !!          .   . 0 .          !
 1975.1!                *      +              !!  0       .   .   .          !
 1975.2!                 +*                   !!          .   .0  .          !
 1975.3!                   + *                !!          .   .   0          !
 1975.4!                     *+               !!          .  0.   .          !
 1976.1!                     *+               !!          . 0 .   .          !
 1976.2!                      + *             !!          .   .  0.          !
 1976.3!                       *+             !!          .0  .   .          !
 1976.4!                       +*             !!          .   .0  .          !
 1977.1!                        + *           !!          .   . 0 .          !
 1977.2!                          + *         !!          .   .   0          !
 1977.3!                         *  +         !!         0.   .   .          !
 1977.4!                        * +           !!          . 0 .   .          !
 1978.1!                   *     +            !!     0    .   .   .          !
 1978.2!                    +   *             !!          .   .   . 0        !
 1978.3!                    *    +            !!      0   .   .   .          !
 1978.4!                     +     *          !!          .   .   .     0    !
 1979.1!                           +          !!          .   .0  .          !
 1979.2!                        *  +          !!        0 .   .   .          !
 1979.3!                     *  +             !!          0   .   .          !
 1979.4!                     *+               !!          . 0 .   .          !
 1980.1!                     +   *            !!          .   .   .  0       !
 1980.2!                     *   +            !!        0 .   .   .          !
 1980.3!                      +  *            !!          .   .   .0         !
 1980.4!                        *+            !!          . 0 .   .          !
 1981.1!                 *      +             !!   0      .   .   .          !
 1981.2!                   +*                 !!          .   . 0 .          !
 1981.3!                     +*               !!          .   . 0 .          !
 1981.4!                      *+              !!          .0  .   .          !
 1982.1!                      +               !!          .   0   .          !
 1982.2!                       +*             !!          .   .0  .          !
 1982.3!                        +             !!          .   0   .          !
 1982.4!                      *  +            !!         0.   .   .          !
 1983.1!                       +              !!          .   .0  .          !
 1983.2!                       *+             !!          .  0.   .          !
 1983.3!                      * +             !!          .0  .   .          !
 1983.4!                       +              !!          .   0   .          !
 1984.1!                      * +             !!          .0  .   .          !
 1984.2!                      *+              !!          . 0 .   .          !
 1984.3!                       +*             !!          .   .0  .          !
 1984.4!                        *+            !!          .  0.   .          !
 1985.1!                         +  *         !!          .   .   0          !
 1985.2!                           *+         !!          . 0 .   .          !
 1985.3!                           + *        !!          .   .   0          !
 1985.4!                           * +        !!          .0  .   .          !
 1986.1!                           +          !!          .   .0  .          !
 1986.2!                          *+          !!          . 0 .   .          !
 1986.3!                          +           !!          .   0   .          !
 1986.4!                        *+            !!          .0  .   .          !
 1987.1!                       +    *         !!          .   .   .  0       !
 1987.2!                       *   +          !!        0 .   .   .          !
 1987.3!                       +  *           !!          .   .   .0         !
 1987.4!                     *    +           !!      0   .   .   .          !
 1988.1!                     +  *             !!          .   .   .0         !
 1988.2!                        +  *          !!          .   .   0          !
 1988.3!                         * +          !!          . 0 .   .          !
 1988.4!                         +            !!          .   0   .          !
 1989.1!                         +   *        !!          .   .   . 0        !
 1989.2!                            +*        !!          .   .0  .          !
 1989.3!                          * +         !!          . 0 .   .          !
 1989.4!                          +           !!          .   0   .          !
 1990.1!                         +  *         !!          .   .   0          !
 1990.2!                          *+          !!          .  0.   .          !
 1990.3!                       * +            !!          . 0 .   .          !
 1990.4!                     *+               !!          . 0 .   .          !
 1991.1!                     +*               !!          .   .  0.          !
 1991.2!                      +*              !!          .   . 0 .          !
 1991.3!                    *  +              !!          0   .   .          !
 1991.4!                    + *               !!          .   .   0          !
 1992.1!                      +   *           !!          .   .   .  0       !
 1992.2!                       * +            !!          .0  .   .          !
 1992.3!                      +  *            !!          .   .   0          !
 1992.4!                       *+             !!          . 0 .   .          !
 1993.1!                       +       *      !!          .   .   .        0 !
 1993.2!                              +  *    !!          .   .   . 0        !
 1993.3!                                +*    !!          .   .0  .          !
 1993.4!                                +  *  !!          .   .   .0         !
 1994.1!                                  +   *!          .   .   .  0       !
 1994.2!                                 *  + !!        0 .   .   .          !
 1994.3!                               + *    !!          .   . 0 .          !
 1994.4!                                +     !!          .   0   .          !
 1995.1!                               +    * !!          .   .   .   0      !
 1995.2!                                * +   !!          .0  .   .          !
 1995.3!                               +  *   !!          .   .   0          !
 1995.4!                                +   * !!          .   .   .  0       !
 1996.1!                                  +  *!!          .   .   .0         !
 1996.2!                                  +*  !!          .   .0  .          !
 1996.3!                                 + *  !!          .   .   0          !
 1996.4!                                 +    !!          .   .0  .          !
 1997.1!                               + *    !!          .   . 0 .          !
 1997.2!                               +      !!          .   0   .          !
 1997.3!                              +*      !!          .   .0  .          !
 1997.4!                           * +        !!          .0  .   .          !
 1998.1!                          +*          !!          .   . 0 .          !
 1998.2!                          +           !!          .   .0  .          !
 1998.3!                         +*           !!          .   . 0 .          !
 1998.4!                         +            !!          .   0   .          !
 1999.1!                        + *           !!          .   .   0          !
 1999.2!                         +*           !!          .   .0  .          !
 1999.3!                       * +            !!          .0  .   .          !
 1999.4!                       + *            !!          .   .   0          !
 2000.1!                         +   *        !!          .   .   .  0       !
 2000.2!                          * +         !!          .0  .   .          !
 2000.3!                         *+           !!          .  0.   .          !
 2000.4!                       * +            !!          .0  .   .          !
 2001.1!                      +     *         !!          .   .   .   0      !
 2001.2!                         * +          !!          . 0 .   .          !
 2001.3!                       * +            !!          .0  .   .          !
 2001.4!                       +*             !!          .   . 0 .          !
 2002.1!                      *+              !!          . 0 .   .          !
 2002.2!                     +*               !!          .   .0  .          !
 2002.3!                   * +                !!          0   .   .          !
 2002.4!                  + *                 !!          .   .  0.          !
 2003.1!                  *+                  !!          . 0 .   .          !
 2003.2!             *   +                    !!        0 .   .   .          !
 2003.3!             +                        !!          .  0.   .          !
 2003.4!            +*                        !!          .   .0  .          !
 2004.1!            +*                        !!          .   .0  .          !
 2004.2!            + *                       !!          .   . 0 .          !
 2004.3!            *+                        !!          .  0.   .          !
 2004.4!         *  +                         !!          0   .   .          !
 2005.1!         + *                          !!          .   .   0          !
 2005.2!           +                          !!          .   .0  .          !
 2005.3!         * +                          !!          .0  .   .          !
 2005.4!      *  +                            !!        0 .   .   .          !
 2006.1!      +  *                            !!          .   .   .0         !
 2006.2!        *+                            !!          .  0.   .          !
 2006.3!     *  +                             !!          0   .   .          !
 2006.4!     +                                !!          .  0.   .          !
 2007.1!     +*                               !!          .   .  0.          !
 2007.2!     *+                               !!          . 0 .   .          !
 2007.3!    +*                                !!          .   .0  .          !
 2007.4!  * +                                 !!          . 0 .   .          !
 2008.1!  +   *                               !!          .   .   .  0       !
 2008.2!  *  +                                !!          0   .   .          !
 2008.3! *+                                   !!          . 0 .   .          !
 2008.4! +*                                   !!          .   . 0 .          !
 2009.1!  + *                                 !!          .   . 0 .          !
 2009.2!*  +                                  !!         0.   .   .          !
 2009.3!+                                     !!          .   0   .          !
 2009.4*+                                     !!          .  0.   .          !
 2010.1+  *                                   !!          .   .   .0         !
 2010.2! *+                                   !!          . 0 .   .          !
 2010.3! +                                    !!          .  0.   .          !
 2010.4* +                                    !!          .0  .   .          !
 2011.1!+  *                                  !!          .   .   .0         !
 2011.2!    +                                 !!          .   .0  .          !
 2011.3!     +*                               !!          .   .0  .          !
 2011.4!    * +                               !!         0.   .   .          !
 2012.1!     + *                              !!          .   .   0          !
 2012.2!   *    +                             !!      0   .   .   .          !
 2012.3!   *+                                 !!          .0  .   .          !
 2012.4!*   +                                 !!       0  .   .   .          !


     29.79 percent of the residuals exceed 1 SE
      2.66 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEHK=NEPX$/HKPMM;                                                      
 GENR LAANEHK=LOG(AANEHK+.00001);                                             
 GENR LANEHK=LOG(ANEHK+.00001);                                               
 LHS AANEHK=EXP(LAANEHK)-.00001;                                              
  EQ 2687 LAANEHK C LANEHK(-1) PNEHK;                                         
EQUATION 1467  LAANEHK  
   RHS     C  LANEHK(-1)  PNEHK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1467 PLOT=0;END;                                                     

Equation number = 1467
**********************

Dependent variable = LAANEHK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.939106978

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.233194526       0.204605342  -1.13973     1.000000
14810 LANEHK  ( -1)       0.937586037       0.025290653  37.07243    -4.931165
14808 PNEHK   (  0)      -0.082114649       0.159848064  -0.51370     1.004952

SE of equation            =     0.154158661
Sum of squared residuals  =  4.39650515       0.194719796E-10
Average absolute error    =     0.115931927
Sum of ABS residuals      =  21.7952022    
R squared                 =   0.88136
Durbin-Watson statistic   =   2.54409
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                          *  +        !!         0    .    .         !
 1966.2!                         +   *        !!         .    .    . 0       !
 1966.3!                     *      +         !!  0      .    .    .         !
 1966.4!                    +      *          !!         .    .    .      0  !
 1967.1!                          +   *       !!         .    .    .0        !
 1967.2!                            *+        !!         .  0 .    .         !
 1967.3!                          *+          !!         .    0    .         !
 1967.4!                         +   *        !!         .    .    . 0       !
 1968.1!                            +    *    !!         .    .    .  0      !
 1968.2!                          *     +     !!     0   .    .    .         !
 1968.3!                         +*           !!         .    .0   .         !
 1968.4!                         +    *       !!         .    .    .  0      !
 1969.1!                          *  +        !!         .0   .    .         !
 1969.2!                          +           !!         .    .0   .         !
 1969.3!                         +            !!         .   0.    .         !
 1969.4!                        + *           !!         .    .  0 .         !
 1970.1!                       * +            !!         .0   .    .         !
 1970.2!                      +        *      !!         .    .    .        0!
 1970.3!                              +       !!         .    0    .         !
 1970.4!                             +      * !!         .    .    .      0  !
 1971.1!                                   +  *!         .    .    0         !
 1971.2!                                    +*!!         .    .0   .         !
 1971.3!                                   +  !!         .    0    .         !
 1971.4!                                  +   !!         .    .0   .         !
 1972.1!                                 + *  !!         .    .  0 .         !
 1972.2!                                 +    !!         .    0    .         !
 1972.3!                         *      +     !!   0     .    .    .         !
 1972.4!                  *     +             !!    0    .    .    .         !
 1973.1!                  +        *          !!         .    .    .         0
 1973.2!                          +           !!         .   0.    .         !
 1973.3!                         +*           !!         .    .0   .         !
 1973.4!                      *  +            !!         0    .    .         !
 1974.1!                     + *              !!         .    .  0 .         !
 1974.2!                     *+               !!         . 0  .    .         !
 1974.3!                    + *               !!         .    .   0.         !
 1974.4!                      +  *            !!         .    .    .0        !
 1975.1!                    *   +             !!        0.    .    .         !
 1975.2!                   *+                 !!         .   0.    .         !
 1975.3!                   +  *               !!         .    .    .0        !
 1975.4!                      +               !!         .    .0   .         !
 1976.1!                     +*               !!         .    .0   .         !
 1976.2!                   * +                !!         . 0  .    .         !
 1976.3!                   +      *           !!         .    .    .     0   !
 1976.4!                      *  +            !!         0    .    .         !
 1977.1!                     +*               !!         .    . 0  .         !
 1977.2!                *    +                !!      0  .    .    .         !
 1977.3!                +  *                  !!         .    .   0.         !
 1977.4!                  +   *               !!         .    .    .0        !
 1978.1!                   * +                !!         . 0  .    .         !
 1978.2!                 * +                  !!         . 0  .    .         !
 1978.3!                 +    *               !!         .    .    . 0       !
 1978.4!                     + *              !!         .    .   0.         !
 1979.1!                *     +               !!   0     .    .    .         !
 1979.2!               +   *                  !!         .    .    .0        !
 1979.3!                 *+                   !!         .  0 .    .         !
 1979.4!                *+                    !!         .   0.    .         !
 1980.1!                +      *              !!         .    .    .     0   !
 1980.2!                   *  +               !!         0    .    .         !
 1980.3!           *      +                   !!  0      .    .    .         !
 1980.4!           +                          !!         .    .0   .         !
 1981.1!           +*                         !!         .    .0   .         !
 1981.2!            +  *                      !!         .    .   0.         !
 1981.3!            *  +                      !!         .0   .    .         !
 1981.4!     *      +                         !!  0      .    .    .         !
 1982.1!     + *                              !!         .    . 0  .         !
 1982.2!       + *                            !!         .    .   0.         !
 1982.3!         +*                           !!         .    . 0  .         !
 1982.4!          *+                          !!         .  0 .    .         !
 1983.1!          + *                         !!         .    .  0 .         !
 1983.2!           *+                         !!         .   0.    .         !
 1983.3!            +                         !!         .    0    .         !
 1983.4!            + *                       !!         .    .  0 .         !
 1984.1!          *   +                       !!        0.    .    .         !
 1984.2!          + *                         !!         .    .  0 .         !
 1984.3!            +  *                      !!         .    .   0.         !
 1984.4!              *+                      !!         .   0.    .         !
 1985.1!               +                      !!         .    .0   .         !
 1985.2!               +*                     !!         .    .0   .         !
 1985.3!            *   +                     !!        0.    .    .         !
 1985.4!         *  +                         !!         0    .    .         !
 1986.1!         +    *                       !!         .    .    .  0      !
 1986.2!           *  +                       !!         .0   .    .         !
 1986.3!           +*                         !!         .    .0   .         !
 1986.4!           *+                         !!         .   0.    .         !
 1987.1!         * +                          !!         . 0  .    .         !
 1987.2!         +                            !!         .    0    .         !
 1987.3!      *  +                            !!         0    .    .         !
 1987.4!       +                              !!         .    .0   .         !
 1988.1!        + *                           !!         .    .   0.         !
 1988.2!          +*                          !!         .    . 0  .         !
 1988.3!           +*                         !!         .    .0   .         !
 1988.4!          * +                         !!         . 0  .    .         !
 1989.1!          +                           !!         .   0.    .         !
 1989.2!       *  +                           !!         0    .    .         !
 1989.3!     * +                              !!         . 0  .    .         !
 1989.4!     + *                              !!         .    . 0  .         !
 1990.1!       +   *                          !!         .    .    .0        !
 1990.2!       *   +                          !!        0.    .    .         !
 1990.3!       +   *                          !!         .    .    .0        !
 1990.4!   *       +                          !!  0      .    .    .         !
 1991.1!    +     *                           !!         .    .    .    0    !
 1991.2!        * +                           !!         . 0  .    .         !
 1991.3!        +                             !!         .    0    .         !
 1991.4!       *+                             !!         .   0.    .         !
 1992.1!        +  *                          !!         .    .    0         !
 1992.2!         * +                          !!         . 0  .    .         !
 1992.3!         +                            !!         .   0.    .         !
 1992.4!       * +                            !!         . 0  .    .         !
 1993.1!        +       *                     !!         .    .    .        0!
 1993.2!                +                     !!         .    0    .         !
 1993.3!                +*                    !!         .    .0   .         !
 1993.4!                +                     !!         .    0    .         !
 1994.1!                +                     !!         .    .0   .         !
 1994.2!               *+                     !!         .  0 .    .         !
 1994.3!            *  +                      !!        0.    .    .         !
 1994.4!            +  *                      !!         .    .    .0        !
 1995.1!             * +                      !!         .0   .    .         !
 1995.2!             +  *                     !!         .    .    0         !
 1995.3!                +*                    !!         .    . 0  .         !
 1995.4!               * +                    !!         .  0 .    .         !
 1996.1!               +  *                   !!         .    .   0.         !
 1996.2!               * +                    !!         .0   .    .         !
 1996.3!              +  *                    !!         .    .  0 .         !
 1996.4!             *  +                     !!         0    .    .         !
 1997.1!             +     *                  !!         .    .    .    0    !
 1997.2!                *  +                  !!         0    .    .         !
 1997.3!               *+                     !!         .   0.    .         !
 1997.4!           *   +                      !!       0 .    .    .         !
 1998.1!           + *                        !!         .    .  0 .         !
 1998.2!           * +                        !!         .0   .    .         !
 1998.3!           +*                         !!         .    . 0  .         !
 1998.4!           *+                         !!         .  0 .    .         !
 1999.1!           +      *                   !!         .    .    .     0   !
 1999.2!                * +                   !!         .  0 .    .         !
 1999.3!                +                     !!         .    0    .         !
 1999.4!                + *                   !!         .    .   0.         !
 2000.1!                 *+                   !!         .  0 .    .         !
 2000.2!                 +                    !!         .   0.    .         !
 2000.3!               * +                    !!         .  0 .    .         !
 2000.4!               +*                     !!         .    .0   .         !
 2001.1!                +*                    !!         .    .0   .         !
 2001.2!                 +                    !!         .    0    .         !
 2001.3!              *  +                    !!         .0   .    .         !
 2001.4!            * +                       !!         .0   .    .         !
 2002.1!             + *                      !!         .    .    0         !
 2002.2!               +                      !!         .   0.    .         !
 2002.3!            *  +                      !!         .0   .    .         !
 2002.4!           *+                         !!         .   0.    .         !
 2003.1!          * +                         !!         . 0  .    .         !
 2003.2!          +                           !!         .    0    .         !
 2003.3!       *  +                           !!         0    .    .         !
 2003.4!       +                              !!         .    .0   .         !
 2004.1!        +*                            !!         .    . 0  .         !
 2004.2!     *   +                            !!       0 .    .    .         !
 2004.3!     +                                !!         .   0.    .         !
 2004.4!    *+                                !!         .  0 .    .         !
 2005.1!    +*                                !!         .    .0   .         !
 2005.2!   * +                                !!         . 0  .    .         !
 2005.3!   *+                                 !!         .  0 .    .         !
 2005.4! *  +                                 !!         . 0  .    .         !
 2006.1!  +*                                  !!         .    . 0  .         !
 2006.2! *  +                                 !!         .0   .    .         !
 2006.3!  +                                   !!         .    0    .         !
 2006.4!  *+                                  !!         .  0 .    .         !
 2007.1!  +                                   !!         .    .0   .         !
 2007.2! * +                                  !!         . 0  .    .         !
 2007.3! +*                                   !!         .    . 0  .         !
 2007.4!*  +                                  !!         .0   .    .         !
 2008.1! +*                                   !!         .    .  0 .         !
 2008.2!*  +                                  !!         0    .    .         !
 2008.3*+                                     !!         .  0 .    .         !
 2008.4!+ *                                   !!         .    .   0.         !
 2009.1!   +     *                            !!         .    .    .    0    !
 2009.2!     *   +                            !!        0.    .    .         !
 2009.3!    * +                               !!         .  0 .    .         !
 2009.4!  *  +                                !!         .0   .    .         !
 2010.1!   +                                  !!         .    0    .         !
 2010.2!  *+                                  !!         .  0 .    .         !
 2010.3! * +                                  !!         .  0 .    .         !
 2010.4*  +                                   !!         .0   .    .         !
 2011.1!+*                                    !!         .    . 0  .         !
 2011.2*  +                                   !!         .0   .    .         !
 2011.3!+ *                                   !!         .    .  0 .         !
 2011.4!  +                                   !!         .   0.    .         !
 2012.1!   +                                  !!         .    .0   .         !
 2012.2!*   +                                 !!        0.    .    .         !
 2012.3* +                                    !!         .  0 .    .         !
 2012.4!+                                     !!         .    0    .         !


     26.60 percent of the residuals exceed 1 SE
      7.45 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTHK=STPX$/HKPMM;                                                      
 GENR LAASTHK=LOG(AASTHK+.00001);                                             
 GENR LASTHK=LOG(ASTHK+.00001);                                               
 LHS AASTHK=EXP(LAASTHK)-.00001;                                              
  EQ 2688 LAASTHK C LASTHK(-1) PSTHK;                                         
EQUATION 1468  LAASTHK  
   RHS     C  LASTHK(-1)  PSTHK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1468 PLOT=0;END;                                                     

Equation number = 1468
**********************

Dependent variable = LAASTHK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.570462210

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.111082291       0.049094621  -2.26262     1.000000
14813 LASTHK  ( -1)       0.916736713       0.026914031  34.06167    -3.560665
14811 PSTHK   (  0)      -0.241965924       0.085182221  -2.84057     0.806673

SE of equation            =     0.112228125
Sum of squared residuals  =  2.33010311      -0.609734485E-12
Average absolute error    =     0.085227873
Sum of ABS residuals      =  16.0228401    
R squared                 =   0.96928
Durbin-Watson statistic   =   2.54775
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                   + *!!          .   .   0          !
 1966.2!                                   *+ !!          . 0 .   .          !
 1966.3!                                  *+  !!          . 0 .   .          !
 1966.4!                                  + * !!          .   .   0          !
 1967.1!                                   +* !!          .   . 0 .          !
 1967.2!                                    + !!          .   .0  .          !
 1967.3!                                  * + !!          0   .   .          !
 1967.4!                                 +*   !!          .   . 0 .          !
 1968.1!                                 *+   !!          . 0 .   .          !
 1968.2!                                 +*   !!          .   .  0.          !
 1968.3!                                  +*  !!          .   . 0 .          !
 1968.4!                                  + * !!          .   .   0          !
 1969.1!                                    + !!          .   .0  .          !
 1969.2!                                    + *!          .   .   0          !
 1969.3!                                     +*!          .   . 0 .          !
 1969.4!                                    *+!!          .0  .   .          !
 1970.1!                                    +*!!          .   .  0.          !
 1970.2!                                     +!!          .   .0  .          !
 1970.3!                                    *+!!          . 0 .   .          !
 1970.4!                                   +* !!          .   .0  .          !
 1971.1!                                  *+  !!          .0  .   .          !
 1971.2!                                 + *  !!          .   . 0 .          !
 1971.3!                                  +*  !!          .   . 0 .          !
 1971.4!                                  +   !!          . 0 .   .          !
 1972.1!                                 +*   !!          .   .  0.          !
 1972.2!                                  +   !!          .   0   .          !
 1972.3!                                 *+   !!          .  0.   .          !
 1972.4!                                + *   !!          .   . 0 .          !
 1973.1!                                 +*   !!          .   . 0 .          !
 1973.2!                                 +*   !!          .   . 0 .          !
 1973.3!                                 +*   !!          .   . 0 .          !
 1973.4!                                  +*  !!          .   . 0 .          !
 1974.1!                                  +*  !!          .   .  0.          !
 1974.2!                                   + *!!          .   .   0          !
 1974.3!                                    +*!!          .   .  0.          !
 1974.4!                                    + !!          .  0.   .          !
 1975.1!                                 * +  !!         0.   .   .          !
 1975.2!                                +     !!          .   .0  .          !
 1975.3!                               *+     !!          .  0.   .          !
 1975.4!                               +*     !!          .   . 0 .          !
 1976.1!                              *+      !!          .  0.   .          !
 1976.2!                              +*      !!          .   .  0.          !
 1976.3!                              +*      !!          .   .0  .          !
 1976.4!                              +       !!          .   0   .          !
 1977.1!                              +       !!          .   0   .          !
 1977.2!                              +*      !!          .   .  0.          !
 1977.3!                               + *    !!          .   .   0          !
 1977.4!                              * +     !!          0   .   .          !
 1978.1!                           * +        !!         0.   .   .          !
 1978.2!                          +           !!          .   .0  .          !
 1978.3!                         +*           !!          .   .0  .          !
 1978.4!                         +            !!          .   0   .          !
 1979.1!                         +*           !!          .   .   0          !
 1979.2!                         *+           !!          . 0 .   .          !
 1979.3!                        +             !!          .   0   .          !
 1979.4!                       *+             !!          .  0.   .          !
 1980.1!                       +      *       !!          .   .   .          0
 1980.2!                              +       !!          .   0   .          !
 1980.3!                             +        !!          .  0.   .          !
 1980.4!                            +         !!          .   0   .          !
 1981.1!                          * +         !!        0 .   .   .          !
 1981.2!                          +           !!          .   0   .          !
 1981.3!                      *   +           !!       0  .   .   .          !
 1981.4!                      +               !!          .  0.   .          !
 1982.1!                     *+               !!          .  0.   .          !
 1982.2!                     *+               !!          . 0 .   .          !
 1982.3!                     +                !!          .  0.   .          !
 1982.4!                     +                !!          .  0.   .          !
 1983.1!                     +                !!          .  0.   .          !
 1983.2!                    * +               !!          .0  .   .          !
 1983.3!                     +                !!          .   .0  .          !
 1983.4!                  *   +               !!       0  .   .   .          !
 1984.1!                  *+                  !!          . 0 .   .          !
 1984.2!                 * +                  !!          .0  .   .          !
 1984.3!                  +*                  !!          .   .0  .          !
 1984.4!                *   +                 !!       0  .   .   .          !
 1985.1!                  +*                  !!          .   .  0.          !
 1985.2!                    +                 !!          .   0   .          !
 1985.3!                   *+                 !!          . 0 .   .          !
 1985.4!                  * +                 !!          0   .   .          !
 1986.1!                   +  *               !!          .   .   .  0       !
 1986.2!                     *+               !!          .  0.   .          !
 1986.3!                     +                !!          .  0.   .          !
 1986.4!                  *  +                !!         0.   .   .          !
 1987.1!                  +                   !!          .  0.   .          !
 1987.2!                  +                   !!          .   0   .          !
 1987.3!                  +*                  !!          .   .  0.          !
 1987.4!                 * +                  !!          0   .   .          !
 1988.1!                +   *                 !!          .   .   .  0       !
 1988.2!                 *  +                 !!         0.   .   .          !
 1988.3!                 *+                   !!          . 0 .   .          !
 1988.4!               * +                    !!          .0  .   .          !
 1989.1!               +    *                 !!          .   .   .   0      !
 1989.2!                   *+                 !!          .  0.   .          !
 1989.3!                   +                  !!          .  0.   .          !
 1989.4!                 * +                  !!          0   .   .          !
 1990.1!                 +  *                 !!          .   .   .  0       !
 1990.2!                 *  +                 !!         0.   .   .          !
 1990.3!                 +                    !!          .   .0  .          !
 1990.4!               * +                    !!          0   .   .          !
 1991.1!              +  *                    !!          .   .   .0         !
 1991.2!            *    +                    !!     0    .   .   .          !
 1991.3!            *+                        !!          .  0.   .          !
 1991.4!           *+                         !!          . 0 .   .          !
 1992.1!           +  *                       !!          .   .   . 0        !
 1992.2!              +                       !!          . 0 .   .          !
 1992.3!             +*                       !!          .   . 0 .          !
 1992.4!          *   +                       !!      0   .   .   .          !
 1993.1!           +    *                     !!          .   .   .       0  !
 1993.2!                +*                    !!          .   . 0 .          !
 1993.3!                *+                    !!          .  0.   .          !
 1993.4!               *+                     !!          .0  .   .          !
 1994.1!               + *                    !!          .   .   .0         !
 1994.2!               * +                    !!         0.   .   .          !
 1994.3!              +*                      !!          .   0   .          !
 1994.4!           *  +                       !!        0 .   .   .          !
 1995.1!           + *                        !!          .   .  0.          !
 1995.2!          *  +                        !!        0 .   .   .          !
 1995.3!          +*                          !!          .   .  0.          !
 1995.4!          *+                          !!          . 0 .   .          !
 1996.1!          +  *                        !!          .   .   .0         !
 1996.2!         *  +                         !!      0   .   .   .          !
 1996.3!         +                            !!          .   . 0 .          !
 1996.4!         *+                           !!          . 0 .   .          !
 1997.1!         +*                           !!          .   . 0 .          !
 1997.2!         *+                           !!          .0  .   .          !
 1997.3!          +*                          !!          .   .  0.          !
 1997.4!       *   +                          !!      0   .   .   .          !
 1998.1!       +                              !!          .  0.   .          !
 1998.2!       +                              !!          .  0.   .          !
 1998.3!       +*                             !!          .   . 0 .          !
 1998.4!       *+                             !!          . 0 .   .          !
 1999.1!        +  *                          !!          .   .   .  0       !
 1999.2!           +                          !!          .   0   .          !
 1999.3!          *+                          !!          .0  .   .          !
 1999.4!         *+                           !!          .0  .   .          !
 2000.1!         +    *                       !!          .   .   .    0     !
 2000.2!           *  +                       !!         0.   .   .          !
 2000.3!          * +                         !!          0   .   .          !
 2000.4!           +                          !!          .   . 0 .          !
 2001.1!            + *                       !!          .   .   0          !
 2001.2!             *+                       !!          .0  .   .          !
 2001.3!          *  +                        !!         0.   .   .          !
 2001.4!           +                          !!          .   0   .          !
 2002.1!           + *                        !!          .   .   .0         !
 2002.2!             +*                       !!          .   . 0 .          !
 2002.3!              +                       !!          .   0   .          !
 2002.4!            *+                        !!          .0  .   .          !
 2003.1!          *+                          !!          .0  .   .          !
 2003.2!         *+                           !!          . 0 .   .          !
 2003.3!     *   +                            !!      0   .   .   .          !
 2003.4!     +  *                             !!          .   .   . 0        !
 2004.1!      * +                             !!          .0  .   .          !
 2004.2!      +*                              !!          .   .0  .          !
 2004.3!     * +                              !!          0   .   .          !
 2004.4!    *+                                !!          . 0 .   .          !
 2005.1!    +                                 !!          .   .0  .          !
 2005.2!   *+                                 !!          .  0.   .          !
 2005.3!   *+                                 !!          . 0 .   .          !
 2005.4!*  +                                  !!        0 .   .   .          !
 2006.1! +     *                              !!          .   .   .         0!
 2006.2!  *    +                              !!  0       .   .   .          !
 2006.3! *+                                   !!          . 0 .   .          !
 2006.4*  +                                   !!          0   .   .          !
 2007.1!+                                     !!          .   0   .          !
 2007.2!+  *                                  !!          .   .   .0         !
 2007.3!   +*                                 !!          .   .  0.          !
 2007.4!  * +                                 !!         0.   .   .          !
 2008.1!  +*                                  !!          .   .   0          !
 2008.2!   +                                  !!          .   .0  .          !
 2008.3!   + *                                !!          .   .   .0         !
 2008.4!     + *                              !!          .   .   0          !
 2009.1!      + *                             !!          .   .  0.          !
 2009.2!   *   +                              !!       0  .   .   .          !
 2009.3!  *+                                  !!          .  0.   .          !
 2009.4*  +                                   !!          0   .   .          !
 2010.1+    *                                 !!          .   .   .      0   !
 2010.2!  * +                                 !!          .0  .   .          !
 2010.3!  +                                   !!          .   .0  .          !
 2010.4!  +                                   !!          .   .0  .          !
 2011.1!  + *                                 !!          .   .   0          !
 2011.2!   +  *                               !!          .   .   .0         !
 2011.3!    + *                               !!          .   .   0          !
 2011.4!     +*                               !!          .   . 0 .          !
 2012.1!     +*                               !!          .   . 0 .          !
 2012.2!      +*                              !!          .   . 0 .          !
 2012.3! *    +                               !!    0     .   .   .          !
 2012.4! +*                                   !!          .   . 0 .          !


     27.66 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKHK=UKPX$/HKPMM;                                                      
 GENR LAAUKHK=LOG(AAUKHK+.00001);                                             
 GENR LAUKHK=LOG(AUKHK+.00001);                                               
 LHS AAUKHK=EXP(LAAUKHK)-.00001;                                              
  EQ 2689 LAAUKHK C LAUKHK(-1) PUKHK;                                         
EQUATION 1469  LAAUKHK  
   RHS     C  LAUKHK(-1)  PUKHK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1469 PLOT=0;END;                                                     

Equation number = 1469
**********************

Dependent variable = LAAUKHK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.080071325

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.086578603       0.087731586   0.98686     1.000000
14816 LAUKHK  ( -1)       0.954192288       0.018823940  50.69036    -3.065258
14814 PUKHK   (  0)      -0.276375862       0.138331472  -1.99792     0.874911

SE of equation            =     0.130076424
Sum of squared residuals  =  3.13017705      -0.231239472E-10
Average absolute error    =     0.100466495
Sum of ABS residuals      =  18.8877011    
R squared                 =   0.97043
Durbin-Watson statistic   =   2.85223
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                      +!          .   0   .          !
 1966.2!                                    *+!!          . 0 .   .          !
 1966.3!                                   + *!!          .   .  0.          !
 1966.4!                                    +*!!          .   .   0          !
 1967.1!                                    + !!          .   0   .          !
 1967.2!                                   +* !!          .   .0  .          !
 1967.3!                                  +*  !!          .   . 0 .          !
 1967.4!                                 *+   !!          0   .   .          !
 1968.1!                                +   * !!          .   .   .    0     !
 1968.2!                                   +  !!          .   0   .          !
 1968.3!                                  +   !!          .  0.   .          !
 1968.4!                                 + *  !!          .   .  0.          !
 1969.1!                                  +*  !!          .   .0  .          !
 1969.2!                                  +   !!          .   0   .          !
 1969.3!                                  +   !!          .   0   .          !
 1969.4!                                  +*  !!          .   .  0.          !
 1970.1!                                 *+   !!          . 0 .   .          !
 1970.2!                                 +*   !!          .   .  0.          !
 1970.3!                                * +   !!          0   .   .          !
 1970.4!                                + *   !!          .   .   . 0        !
 1971.1!                               *  +   !!        0 .   .   .          !
 1971.2!                               +  *   !!          .   .   .  0       !
 1971.3!                                 +    !!          .  0.   .          !
 1971.4!                                +*    !!          .   .0  .          !
 1972.1!                               *+     !!          .0  .   .          !
 1972.2!                              +*      !!          .   . 0 .          !
 1972.3!                             * +      !!          0   .   .          !
 1972.4!                             + *      !!          .   .   . 0        !
 1973.1!                               +      !!          .  0.   .          !
 1973.2!                               +      !!          .   0   .          !
 1973.3!                               +      !!          .   .0  .          !
 1973.4!                             * +      !!         0.   .   .          !
 1974.1!                             +  *     !!          .   .   . 0        !
 1974.2!                              * +     !!          .0  .   .          !
 1974.3!                              +  *    !!          .   .   .0         !
 1974.4!                              *  +    !!        0 .   .   .          !
 1975.1!                              +*      !!          .   .  0.          !
 1975.2!                              *+      !!          . 0 .   .          !
 1975.3!                              +       !!          .  0.   .          !
 1975.4!                            * +       !!         0.   .   .          !
 1976.1!                           *+         !!          .  0.   .          !
 1976.2!                           +*         !!          .   0   .          !
 1976.3!                            +         !!          .   0   .          !
 1976.4!                           *+         !!          .0  .   .          !
 1977.1!                           +          !!          .   .0  .          !
 1977.2!                           +          !!          .  0.   .          !
 1977.3!                           +*         !!          .   . 0 .          !
 1977.4!                           *+         !!          .  0.   .          !
 1978.1!                      *    +          !!   0      .   .   .          !
 1978.2!                       +              !!          .   0   .          !
 1978.3!                       + *            !!          .   .   .0         !
 1978.4!                         +*           !!          .   . 0 .          !
 1979.1!                       *  +           !!         0.   .   .          !
 1979.2!                       + *            !!          .   .   .0         !
 1979.3!                         +            !!          .  0.   .          !
 1979.4!                       *+             !!          . 0 .   .          !
 1980.1!                      +   *           !!          .   .   .   0      !
 1980.2!                         +*           !!          .   . 0 .          !
 1980.3!                         +            !!          .   . 0 .          !
 1980.4!                        +  *          !!          .   .   . 0        !
 1981.1!                    *     +           !! 0        .   .   .          !
 1981.2!                    + *               !!          .   .   .0         !
 1981.3!                     +                !!          .  0.   .          !
 1981.4!                    +  *              !!          .   .   . 0        !
 1982.1!                       + *            !!          .   .   .  0       !
 1982.2!                       * +            !!          0   .   .          !
 1982.3!                      *+              !!          .   0   .          !
 1982.4!                     *+               !!          .  0.   .          !
 1983.1!                     +  *             !!          .   .   . 0        !
 1983.2!                    *  +              !!        0 .   .   .          !
 1983.3!                    + *               !!          .   .   0          !
 1983.4!                    * +               !!          0   .   .          !
 1984.1!                    + *               !!          .   .   0          !
 1984.2!                    *+                !!          . 0 .   .          !
 1984.3!                    +*                !!          .   .0  .          !
 1984.4!                    *+                !!          .  0.   .          !
 1985.1!                     +                !!          .   . 0 .          !
 1985.2!                    *+                !!          .0  .   .          !
 1985.3!                    +                 !!          .   .0  .          !
 1985.4!                   *+                 !!          . 0 .   .          !
 1986.1!                   +*                 !!          .   . 0 .          !
 1986.2!                   + *                !!          .   .  0.          !
 1986.3!                    *+                !!          .0  .   .          !
 1986.4!                    +                 !!          .   .0  .          !
 1987.1!                   *+                 !!          .  0.   .          !
 1987.2!                 * +                  !!          0   .   .          !
 1987.3!                 +*                   !!          .   .0  .          !
 1987.4!               * +                    !!         0.   .   .          !
 1988.1!               +*                     !!          .   .   0          !
 1988.2!              * +                     !!         0.   .   .          !
 1988.3!              +                       !!          .   0   .          !
 1988.4!             *+                       !!          . 0 .   .          !
 1989.1!             + *                      !!          .   .   0          !
 1989.2!              *+                      !!          . 0 .   .          !
 1989.3!             *+                       !!          .0  .   .          !
 1989.4!             +                        !!          .   0   .          !
 1990.1!             +*                       !!          .   .   0          !
 1990.2!             *+                       !!          .0  .   .          !
 1990.3!            +*                        !!          .   0   .          !
 1990.4!            +                         !!          .   0   .          !
 1991.1!            +*                        !!          .   .  0.          !
 1991.2!             +                        !!          . 0 .   .          !
 1991.3!           *+                         !!          . 0 .   .          !
 1991.4!           +                          !!          . 0 .   .          !
 1992.1!          +   *                       !!          .   .   .   0      !
 1992.2!          *   +                       !!       0  .   .   .          !
 1992.3!          +                           !!          .   0   .          !
 1992.4!          +*                          !!          .   0   .          !
 1993.1!           +  *                       !!          .   .   .    0     !
 1993.2!              +                       !!          .   0   .          !
 1993.3!              +*                      !!          .   . 0 .          !
 1993.4!               +                      !!          .   .0  .          !
 1994.1!               +                      !!          .   0   .          !
 1994.2!           *   +                      !!       0  .   .   .          !
 1994.3!           + *                        !!          .   .   0          !
 1994.4!           * +                        !!          0   .   .          !
 1995.1!           +                          !!          .   .0  .          !
 1995.2!           + *                        !!          .   .  0.          !
 1995.3!            + *                       !!          .   .   0          !
 1995.4!             *+                       !!          .0  .   .          !
 1996.1!            +  *                      !!          .   .   .0         !
 1996.2!               +                      !!          .   .0  .          !
 1996.3!              *+                      !!          .  0.   .          !
 1996.4!            * +                       !!          .0  .   .          !
 1997.1!            +  *                      !!          .   .   .  0       !
 1997.2!              +                       !!          .   0   .          !
 1997.3!              +                       !!          .  0.   .          !
 1997.4!            *+                        !!          .0  .   .          !
 1998.1!           + *                        !!          .   .   0          !
 1998.2!            +*                        !!          .   . 0 .          !
 1998.3!             +                        !!          .   0   .          !
 1998.4!             +*                       !!          .   . 0 .          !
 1999.1!             +*                       !!          .   .0  .          !
 1999.2!             +                        !!          .  0.   .          !
 1999.3!           * +                        !!          .0  .   .          !
 1999.4!          *+                          !!          . 0 .   .          !
 2000.1!          +  *                        !!          .   .   . 0        !
 2000.2!            *+                        !!          .  0.   .          !
 2000.3!           *+                         !!          .0  .   .          !
 2000.4!         * +                          !!          0   .   .          !
 2001.1!         +  *                         !!          .   .   . 0        !
 2001.2!          * +                         !!          0   .   .          !
 2001.3!          +*                          !!          .   .0  .          !
 2001.4!           + *                        !!          .   .   0          !
 2002.1!          *  +                        !!        0 .   .   .          !
 2002.2!        * +                           !!          0   .   .          !
 2002.3!        +*                            !!          .   . 0 .          !
 2002.4!         +                            !!          .   0   .          !
 2003.1!      *  +                            !!         0.   .   .          !
 2003.2!      + *                             !!          .   .  0.          !
 2003.3!       *+                             !!          .  0.   .          !
 2003.4!     * +                              !!         0.   .   .          !
 2004.1!     +*                               !!          .   .  0.          !
 2004.2!    * +                               !!          0   .   .          !
 2004.3!    + *                               !!          .   .   0          !
 2004.4!     +                                !!          . 0 .   .          !
 2005.1!    +*                                !!          .   . 0 .          !
 2005.2!     + *                              !!          .   .   .0         !
 2005.3!     * +                              !!          .0  .   .          !
 2005.4!   * +                                !!         0.   .   .          !
 2006.1!   + *                                !!          .   .   .0         !
 2006.2!   * +                                !!        0 .   .   .          !
 2006.3!*  +                                  !!         0.   .   .          !
 2006.4!+                                     !!          . 0 .   .          !
 2007.1!+*                                    !!          .   .  0.          !
 2007.2!*+                                    !!          .0  .   .          !
 2007.3*+                                     !!          .  0.   .          !
 2007.4+                                      !!          .   .0  .          !
 2008.1+      *                               !!          .   .   .          0
 2008.2!   * +                                !!       0  .   .   .          !
 2008.3!  +*                                  !!          .   .0  .          !
 2008.4!   +*                                 !!          .   . 0 .          !
 2009.1!     +                                !!          .   .0  .          !
 2009.2!     +                                !!          .  0.   .          !
 2009.3!  *  +                                !!       0  .   .   .          !
 2009.4!* +                                   !!          .0  .   .          !
 2010.1! + *                                  !!          .   .   .0         !
 2010.2!*  +                                  !!       0  .   .   .          !
 2010.3!+ *                                   !!          .   .   0          !
 2010.4*  +                                   !!       0  .   .   .          !
 2011.1!+     *                               !!          .   .   .        0 !
 2011.2!*     +                               !!0         .   .   .          !
 2011.3!+*                                    !!          .   .0  .          !
 2011.4! + *                                  !!          .   .   .0         !
 2012.1!*  +                                  !!        0 .   .   .          !
 2012.2! + *                                  !!          .   .   . 0        !
 2012.3! *  +                                 !!         0.   .   .          !
 2012.4*  +                                   !!        0 .   .   .          !


     29.79 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
@EQ  2690 LAAFIHK C LAFIHK(-1) PFIHK;SMPL 1975.4 2012.4;OLS;EST 2690 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASHK=ASPX$/HKPMM;                                                      
 GENR LAAASHK=LOG(AAASHK+.00001);                                             
 GENR LAASHK=LOG(AASHK+.00001);                                               
 LHS AAASHK=EXP(LAAASHK)-.00001;                                              
  EQ 2691 LAAASHK C LAASHK(-1) PASHK;                                         
EQUATION 1470  LAAASHK  
   RHS     C  LAASHK(-1)  PASHK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1470 PLOT=0;END;                                                     

Equation number = 1470
**********************

Dependent variable = LAAASHK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.953309971

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.049955996       0.079850644  -0.62562     1.000000
14819 LAASHK  ( -1)       0.966209329       0.023116046  41.79821    -3.937700
14817 PASHK   (  0)      -0.101280036       0.069446432  -1.45839     0.974643

SE of equation            =     0.192602292
Sum of squared residuals  =  6.86269395      -0.596145355E-11
Average absolute error    =     0.155957080
Sum of ABS residuals      =  29.3199311    
R squared                 =   0.93293
Durbin-Watson statistic   =   2.75658
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                 + *  !!         .    .   0.         !
 1966.2!                                  +  *!!         .    .    . 0       !
 1966.3!                                  * + !!         0    .    .         !
 1966.4!                                 + *  !!         .    .  0 .         !
 1967.1!                                  + * !!         .    .    .0        !
 1967.2!                                  * + !!         . 0  .    .         !
 1967.3!                                  +  *!!         .    .    .  0      !
 1967.4!                                   *+ !!         . 0  .    .         !
 1968.1!                                * +   !!         .0   .    .         !
 1968.2!                                +  *  !!         .    .    . 0       !
 1968.3!                                 *+   !!         .   0.    .         !
 1968.4!                                 +*   !!         .    .  0 .         !
 1969.1!                                  +   !!         .    .0   .         !
 1969.2!                                 +*   !!         .    . 0  .         !
 1969.3!                                  +   *!         .    .    .   0     !
 1969.4!                                 *   +!!    0    .    .    .         !
 1970.1!                                + *   !!         .    .  0 .         !
 1970.2!                                 +    !!         .   0.    .         !
 1970.3!                                +   * !!         .    .    .   0     !
 1970.4!                                 *  + !!       0 .    .    .         !
 1971.1!                                +  *  !!         .    .    . 0       !
 1971.2!                                   +  !!         .    0    .         !
 1971.3!                                  +*  !!         .    .  0 .         !
 1971.4!                                   +  !!         .    0    .         !
 1972.1!                                   +* !!         .    .  0 .         !
 1972.2!                                   +  !!         .  0 .    .         !
 1972.3!                               *  +   !!      0  .    .    .         !
 1972.4!                              +       !!         .    0    .         !
 1973.1!                             +*       !!         .    .0   .         !
 1973.2!                             + *      !!         .    .   0.         !
 1973.3!                              +       !!         .    .0   .         !
 1973.4!                              + *     !!         .    .   0.         !
 1974.1!                           *   +      !!     0   .    .    .         !
 1974.2!                          + *         !!         .    .  0 .         !
 1974.3!                           +  *       !!         .    .    .0        !
 1974.4!                             +*       !!         .    .0   .         !
 1975.1!                              +*      !!         .    . 0  .         !
 1975.2!                              +*      !!         .    .0   .         !
 1975.3!                              +  *    !!         .    .    .0        !
 1975.4!                              * +     !!        0.    .    .         !
 1976.1!                             + *      !!         .    .   0.         !
 1976.2!                              +       !!         .    0    .         !
 1976.3!                              +   *   !!         .    .    .   0     !
 1976.4!                              *  +    !!      0  .    .    .         !
 1977.1!                             + *      !!         .    .   0.         !
 1977.2!                             *+       !!         .  0 .    .         !
 1977.3!                             +   *    !!         .    .    .  0      !
 1977.4!                             *  +     !!      0  .    .    .         !
 1978.1!                            +         !!         .    0    .         !
 1978.2!                          * +         !!         0    .    .         !
 1978.3!                          +  *        !!         .    .    .0        !
 1978.4!                            +         !!         .  0 .    .         !
 1979.1!                           + *        !!         .    .    0         !
 1979.2!                            *+        !!         .  0 .    .         !
 1979.3!                          * +         !!         0    .    .         !
 1979.4!                        *+            !!         . 0  .    .         !
 1980.1!                        +*            !!         .    .  0 .         !
 1980.2!                         +*           !!         .    . 0  .         !
 1980.3!                          + *         !!         .    .   0.         !
 1980.4!                         * +          !!         0    .    .         !
 1981.1!                      *  +            !!        0.    .    .         !
 1981.2!                      + *             !!         .    .    0         !
 1981.3!                        +   *         !!         .    .    .    0    !
 1981.4!                        *   +         !!      0  .    .    .         !
 1982.1!                        +   *         !!         .    .    .  0      !
 1982.2!                            +         !!         .    .0   .         !
 1982.3!                         *  +         !!       0 .    .    .         !
 1982.4!                     *   +            !!      0  .    .    .         !
 1983.1!                     + *              !!         .    .   0.         !
 1983.2!                       +*             !!         .    . 0  .         !
 1983.3!                        +             !!         .    . 0  .         !
 1983.4!                        + *           !!         .    .    0         !
 1984.1!                          +   *       !!         .    .    .   0     !
 1984.2!                              +       !!         .    0    .         !
 1984.3!                              +*      !!         .    .  0 .         !
 1984.4!                             * +      !!         0    .    .         !
 1985.1!                            +  *      !!         .    .    . 0       !
 1985.2!                           *   +      !!   0     .    .    .         !
 1985.3!                          +  *        !!         .    .    . 0       !
 1985.4!                         *   +        !!   0     .    .    .         !
 1986.1!                         +            !!         .    .0   .         !
 1986.2!                         +            !!         .   0.    .         !
 1986.3!                         +            !!         .    .0   .         !
 1986.4!                         +  *         !!         .    .    0         !
 1987.1!                            +   *     !!         .    .    .    0    !
 1987.2!                            *   +     !!      0  .    .    .         !
 1987.3!                            +         !!         .    .0   .         !
 1987.4!                            +  *      !!         .    .    .0        !
 1988.1!                               +   *  !!         .    .    .   0     !
 1988.2!                               *   +  !!     0   .    .    .         !
 1988.3!                               +      !!         .    0    .         !
 1988.4!                            * +       !!        0.    .    .         !
 1989.1!                           +*         !!         .    .  0 .         !
 1989.2!                          * +         !!         0    .    .         !
 1989.3!                          +*          !!         .    .  0 .         !
 1989.4!                         * +          !!         . 0  .    .         !
 1990.1!                    *    +            !!  0      .    .    .         !
 1990.2!                    +  *              !!         .    .    .0        !
 1990.3!                      +*              !!         .    .0   .         !
 1990.4!                      *+              !!         . 0  .    .         !
 1991.1!                      +*              !!         .    .  0 .         !
 1991.2!                       +   *          !!         .    .    .   0     !
 1991.3!                           + *        !!         .    .   0.         !
 1991.4!                      *      +        !0         .    .    .         !
 1992.1!                       +  *           !!         .    .    .  0      !
 1992.2!                          +           !!         .    0    .         !
 1992.3!                          +           !!         .   0.    .         !
 1992.4!                         *+           !!         .   0.    .         !
 1993.1!                         +    *       !!         .    .    .      0  !
 1993.2!                           *  +       !!       0 .    .    .         !
 1993.3!                           +          !!         .    0    .         !
 1993.4!                           +*         !!         .    .  0 .         !
 1994.1!                            +*        !!         .    . 0  .         !
 1994.2!                          *  +        !!       0 .    .    .         !
 1994.3!                          +           !!         .   0.    .         !
 1994.4!                       *  +           !!       0 .    .    .         !
 1995.1!                       +*             !!         .    . 0  .         !
 1995.2!                        +             !!         .    .0   .         !
 1995.3!                        +  *          !!         .    .    0         !
 1995.4!                        *  +          !!        0.    .    .         !
 1996.1!                        +  *          !!         .    .    . 0       !
 1996.2!                          *+          !!         .  0 .    .         !
 1996.3!                          +*          !!         .    .  0 .         !
 1996.4!                       *   +          !!    0    .    .    .         !
 1997.1!                       +  *           !!         .    .    . 0       !
 1997.2!                         *+           !!         .   0.    .         !
 1997.3!                         + *          !!         .    .   0.         !
 1997.4!                          *+          !!         .  0 .    .         !
 1998.1!                          + *         !!         .    .  0 .         !
 1998.2!                          * +         !!         .0   .    .         !
 1998.3!                          +           !!         .    .0   .         !
 1998.4!                         *+           !!         .0   .    .         !
 1999.1!                         +   *        !!         .    .    .  0      !
 1999.2!                         *   +        !!     0   .    .    .         !
 1999.3!                         +            !!         .    0    .         !
 1999.4!                         +            !!         .   0.    .         !
 2000.1!                         +            !!         .    .0   .         !
 2000.2!                       * +            !!         0    .    .         !
 2000.3!                       +              !!         .   0.    .         !
 2000.4!                       +              !!         .   0.    .         !
 2001.1!                       +*             !!         .    .0   .         !
 2001.2!                        +*            !!         .    .  0 .         !
 2001.3!                         +*           !!         .    .0   .         !
 2001.4!                        * +           !!         . 0  .    .         !
 2002.1!                       *+             !!         .  0 .    .         !
 2002.2!                      *+              !!         . 0  .    .         !
 2002.3!                      +*              !!         .    . 0  .         !
 2002.4!                   *   +              !!    0    .    .    .         !
 2003.1!                   +*                 !!         .    . 0  .         !
 2003.2!                   *+                 !!         . 0  .    .         !
 2003.3!                   +                  !!         .    . 0  .         !
 2003.4!                *   +                 !!     0   .    .    .         !
 2004.1!                +*                    !!         .    .  0 .         !
 2004.2!                * +                   !!         .0   .    .         !
 2004.3!                +                     !!         .   0.    .         !
 2004.4!             *  +                     !!         0    .    .         !
 2005.1!              +*                      !!         .    . 0  .         !
 2005.2!              *+                      !!         .   0.    .         !
 2005.3!             *+                       !!         .0   .    .         !
 2005.4!          *  +                        !!       0 .    .    .         !
 2006.1!          +  *                        !!         .    .    .0        !
 2006.2!           * +                        !!         . 0  .    .         !
 2006.3!           +*                         !!         .    .0   .         !
 2006.4!          * +                         !!         0    .    .         !
 2007.1!          +*                          !!         .    . 0  .         !
 2007.2!         * +                          !!         .0   .    .         !
 2007.3!         +*                           !!         .    .0   .         !
 2007.4!        * +                           !!         .0   .    .         !
 2008.1!        + *                           !!         .    .    0         !
 2008.2!        * +                           !!         .0   .    .         !
 2008.3!       +                              !!         .   0.    .         !
 2008.4!      *+                              !!         .   0.    .         !
 2009.1!      +   *                           !!         .    .    .   0     !
 2009.2!          +                           !!         .    .0   .         !
 2009.3!         *+                           !!         . 0  .    .         !
 2009.4!       * +                            !!         .0   .    .         !
 2010.1!       + *                            !!         .    .    0         !
 2010.2!     *   +                            !!      0  .    .    .         !
 2010.3!     + *                              !!         .    .    0         !
 2010.4!      *+                              !!         . 0  .    .         !
 2011.1!    *+                                !!         . 0  .    .         !
 2011.2!   + *                                !!         .    .  0 .         !
 2011.3!    +                                 !!         .   0.    .         !
 2011.4!  *+                                  !!         .  0 .    .         !
 2012.1!  +*                                  !!         .    .  0 .         !
 2012.2! * +                                  !!         0    .    .         !
 2012.3! + *                                  !!         .    .    0         !
 2012.4*   +                                  !!     0   .    .    .         !


     32.98 percent of the residuals exceed 1 SE
      2.66 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSOHK=SOPX$/HKPMM;                                                      
 GENR LAASOHK=LOG(AASOHK+.00001);                                             
 GENR LASOHK=LOG(ASOHK+.00001);                                               
 LHS AASOHK=EXP(LAASOHK)-.00001;                                              
  EQ 2692 LAASOHK C LASOHK(-1) PSOHK;                                         
EQUATION 1471  LAASOHK  
   RHS     C  LASOHK(-1)  PSOHK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1471 PLOT=0;END;                                                     

Equation number = 1471
**********************

Dependent variable = LAASOHK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.987625626

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.067655821       0.114815108  -0.58926     1.000000
14822 LASOHK  ( -1)       0.964045198       0.019374073  49.75955    -4.973853
14820 PSOHK   (  0)      -0.145141776       0.120683767  -1.20266     0.860886

SE of equation            =     0.221483451
Sum of squared residuals  =  9.07515999      -0.525801624E-11
Average absolute error    =     0.164730439
Sum of ABS residuals      =  30.9693226    
R squared                 =   0.93983
Durbin-Watson statistic   =   2.32880
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                 +*   !!          .   .0  .          !
 1966.2!                                  +   !!          .   0   .          !
 1966.3!                                 + *  !!          .   .   0          !
 1966.4!                                  *+  !!          . 0 .   .          !
 1967.1!                                  +   !!          .   0   .          !
 1967.2!                                 +*   !!          .   .0  .          !
 1967.3!                                  + * !!          .   .   .0         !
 1967.4!                                    + *!          .   .  0.          !
 1968.1!                                   * +!!          .0  .   .          !
 1968.2!                                *  +  !!         0.   .   .          !
 1968.3!                                + *   !!          .   .   0          !
 1968.4!                                 *+   !!          . 0 .   .          !
 1969.1!                                + *   !!          .   .  0.          !
 1969.2!                                  + * !!          .   .  0.          !
 1969.3!                                   +  !!          .  0.   .          !
 1969.4!                                   +  *!          .   .   . 0        !
 1970.1!                                    * +!          .0  .   .          !
 1970.2!                                    + !!          .   .0  .          !
 1970.3!                                  * + !!          .0  .   .          !
 1970.4!                                 *+   !!          .  0.   .          !
 1971.1!                                 + *  !!          .   .   0          !
 1971.2!                                  +   !!          .   0   .          !
 1971.3!                                  +   !!          .   .0  .          !
 1971.4!                                  + * !!          .   .  0.          !
 1972.1!                                   +* !!          .   .0  .          !
 1972.2!                                   +  !!          . 0 .   .          !
 1972.3!                                  +*  !!          .   .0  .          !
 1972.4!                                 * +  !!          . 0 .   .          !
 1973.1!                                 + *  !!          .   .  0.          !
 1973.2!                                  +   !!          .   0   .          !
 1973.3!                                 +    !!          .   0   .          !
 1973.4!                                 +*   !!          .   . 0 .          !
 1974.1!                                 +    !!          .   0   .          !
 1974.2!                                +     !!          .  0.   .          !
 1974.3!                               +*     !!          .   .0  .          !
 1974.4!                               +*     !!          .   .0  .          !
 1975.1!                               +*     !!          .   . 0 .          !
 1975.2!                                +*    !!          .   .  0.          !
 1975.3!                              *  +    !!        0 .   .   .          !
 1975.4!                             +        !!          .   0   .          !
 1976.1!                             +*       !!          .   . 0 .          !
 1976.2!                           *  +       !!         0.   .   .          !
 1976.3!                          *+          !!          .   0   .          !
 1976.4!                          + *         !!          .   .  0.          !
 1977.1!                            + *       !!          .   .  0.          !
 1977.2!                             + *      !!          .   . 0 .          !
 1977.3!                              +  *    !!          .   .   0          !
 1977.4!                                +  *  !!          .   .   . 0        !
 1978.1!                               *   +  !!        0 .   .   .          !
 1978.2!                               +      !!          .   .0  .          !
 1978.3!                              *+      !!          .  0.   .          !
 1978.4!                             + *      !!          .   .  0.          !
 1979.1!                              + *     !!          .   .  0.          !
 1979.2!                             *  +     !!          0   .   .          !
 1979.3!                             +        !!          .   0   .          !
 1979.4!                           *+         !!          .0  .   .          !
 1980.1!                          +  *        !!          .   .   . 0        !
 1980.2!                            +  *      !!          .   .   0          !
 1980.3!                            *+        !!          . 0 .   .          !
 1980.4!                           +    *     !!          .   .   .   0      !
 1981.1!                        *      +      !!   0      .   .   .          !
 1981.2!                        +             !!          .   .0  .          !
 1981.3!                       *+             !!          . 0 .   .          !
 1981.4!                      *+              !!          . 0 .   .          !
 1982.1!                   * +                !!          0   .   .          !
 1982.2!                   +                  !!          .   0   .          !
 1982.3!                   +*                 !!          .   .0  .          !
 1982.4!                 * +                  !!          .0  .   .          !
 1983.1!                 +     *              !!          .   .   .     0    !
 1983.2!                      +  *            !!          .   .   .0         !
 1983.3!                        +*            !!          .   .0  .          !
 1983.4!                        +  *          !!          .   .   0          !
 1984.1!                          +*          !!          .   . 0 .          !
 1984.2!                           +  *       !!          .   .   . 0        !
 1984.3!                              +*      !!          .   .  0.          !
 1984.4!                          *    +      !!      0   .   .   .          !
 1985.1!                          +      *    !!          .   .   .       0  !
 1985.2!                           *     +    !!    0     .   .   .          !
 1985.3!                          *+          !!          .  0.   .          !
 1985.4!                          +*          !!          .   . 0 .          !
 1986.1!                          *+          !!          .  0.   .          !
 1986.2!                          +  *        !!          .   .   .0         !
 1986.3!                           *+         !!          .0  .   .          !
 1986.4!                          +           !!          .   .0  .          !
 1987.1!                          +           !!          .   0   .          !
 1987.2!                       *  +           !!          0   .   .          !
 1987.3!                      *+              !!          .  0.   .          !
 1987.4!                      +*              !!          .   .0  .          !
 1988.1!                      + *             !!          .   .  0.          !
 1988.2!                     *  +             !!          0   .   .          !
 1988.3!                     +*               !!          .   .0  .          !
 1988.4!                     +*               !!          .   .0  .          !
 1989.1!                      +               !!          .   .0  .          !
 1989.2!                      +               !!          .   .0  .          !
 1989.3!                      +               !!          .   0   .          !
 1989.4!                      +               !!          .   .0  .          !
 1990.1!                      +*              !!          .   .0  .          !
 1990.2!                    *  +              !!          0   .   .          !
 1990.3!                   *+                 !!          . 0 .   .          !
 1990.4!                  *+                  !!          .  0.   .          !
 1991.1!                 *+                   !!          .  0.   .          !
 1991.2!                 *+                   !!          .   0   .          !
 1991.3!                 +*                   !!          .   .0  .          !
 1991.4!                  +*                  !!          .   . 0 .          !
 1992.1!                   +  *               !!          .   .   .0         !
 1992.2!                    * +               !!          . 0 .   .          !
 1992.3!                    +                 !!          .  0.   .          !
 1992.4!                  * +                 !!          .0  .   .          !
 1993.1!                  +  *                !!          .   .   . 0        !
 1993.2!                     + *              !!          .   .  0.          !
 1993.3!                      *+              !!          .  0.   .          !
 1993.4!                     *+               !!          . 0 .   .          !
 1994.1!                  *  +                !!         0.   .   .          !
 1994.2!                * +                   !!          .0  .   .          !
 1994.3!               *+                     !!          . 0 .   .          !
 1994.4!               +                      !!          .   0   .          !
 1995.1!                + *                   !!          .   .  0.          !
 1995.2!                  +                   !!          .   0   .          !
 1995.3!                  +                   !!          .  0.   .          !
 1995.4!                  +*                  !!          .   . 0 .          !
 1996.1!                   + *                !!          .   .  0.          !
 1996.2!                     +*               !!          .   .0  .          !
 1996.3!                  *   +               !!         0.   .   .          !
 1996.4!                 * +                  !!          . 0 .   .          !
 1997.1!                 +                    !!          .  0.   .          !
 1997.2!                *+                    !!          . 0 .   .          !
 1997.3!               *+                     !!          .0  .   .          !
 1997.4!              *+                      !!          .  0.   .          !
 1998.1!              +                       !!          .   0   .          !
 1998.2!            *  +                      !!          0   .   .          !
 1998.3!             +*                       !!          .   . 0 .          !
 1998.4!           *  +                       !!         0.   .   .          !
 1999.1!            +   *                     !!          .   .   .  0       !
 1999.2!               * +                    !!          . 0 .   .          !
 1999.3!              *+                      !!          . 0 .   .          !
 1999.4!              +  *                    !!          .   .   0          !
 2000.1!                *+                    !!          . 0 .   .          !
 2000.2!           *    +                     !!      0   .   .   .          !
 2000.3!          * +                         !!          .0  .   .          !
 2000.4!           +                          !!          .   .0  .          !
 2001.1!            +*                        !!          .   . 0 .          !
 2001.2!           * +                        !!          .0  .   .          !
 2001.3!           *+                         !!          .  0.   .          !
 2001.4!            +                         !!          .   .0  .          !
 2002.1!             +                        !!          .   0   .          !
 2002.2!          *  +                        !!         0.   .   .          !
 2002.3!           +                          !!          .   0   .          !
 2002.4!         * +                          !!          0   .   .          !
 2003.1!         + *                          !!          .   .   0          !
 2003.2!         * +                          !!          .0  .   .          !
 2003.3!          +                           !!          .   0   .          !
 2003.4!       *  +                           !!          0   .   .          !
 2004.1!        + *                           !!          .   .   0          !
 2004.2!       *  +                           !!          0   .   .          !
 2004.3!       + *                            !!          .   .  0.          !
 2004.4!       * +                            !!          0   .   .          !
 2005.1!       +  *                           !!          .   .   .0         !
 2005.2!          +*                          !!          .   . 0 .          !
 2005.3!       *   +                          !!        0 .   .   .          !
 2005.4!   *   +                              !!        0 .   .   .          !
 2006.1!  * +                                 !!          .0  .   .          !
 2006.2!  +  *                                !!          .   .   0          !
 2006.3!     +     *                          !!          .   .   .     0    !
 2006.4!  *        +                          !0          .   .   .          !
 2007.1*   +                                  !!        0 .   .   .          !
 2007.2+       *                              !!          .   .   .        0 !
 2007.3!      *+                              !!          . 0 .   .          !
 2007.4!      + *                             !!          .   .   0          !
 2008.1!     *   +                            !!        0 .   .   .          !
 2008.2!      +                               !!          .   0   .          !
 2008.3!   *  +                               !!         0.   .   .          !
 2008.4!    +      *                          !!          .   .   .       0  !
 2009.1!           +   *                      !!          .   .   . 0        !
 2009.2!            *  +                      !!         0.   .   .          !
 2009.3!           *+                         !!          . 0 .   .          !
 2009.4!         *+                           !!          . 0 .   .          !
 2010.1!    *    +                            !!     0    .   .   .          !
 2010.2!*   +                                 !!       0  .   .   .          !
 2010.3!+                                     !!          .  0.   .          !
 2010.4!+*                                    !!          .   . 0 .          !
 2011.1! +        *                           !!          .   .   .          0
 2011.2!       *  +                           !!          0   .   .          !
 2011.3!    *  +                              !!         0.   .   .          !
 2011.4!     +   *                            !!          .   .   .  0       !
 2012.1!         +*                           !!          .   . 0 .          !
 2012.2!       *  +                           !!         0.   .   .          !
 2012.3!       +   *                          !!          .   .   .  0       !
 2012.4!    *      +                          !!   0      .   .   .          !


     23.94 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOHK=KOPX$/HKPMM;                                                      
 GENR LAAKOHK=LOG(AAKOHK+.00001);                                             
 GENR LAKOHK=LOG(AKOHK+.00001);                                               
 LHS AAKOHK=EXP(LAAKOHK)-.00001;                                              
  EQ 2693 LAAKOHK C LAKOHK(-1) PKOHK;                                         
EQUATION 1472  LAAKOHK  
   RHS     C  LAKOHK(-1)  PKOHK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1472 PLOT=0;END;                                                     

Equation number = 1472
**********************

Dependent variable = LAAKOHK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.416678502

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.093432533       0.039006788  -2.39529     1.000000
14825 LAKOHK  ( -1)       0.907042796       0.027664985  32.78667    -3.430698
14823 PKOHK   (  0)      -0.150406720       0.056245406  -2.67412     1.405896

SE of equation            =     0.123084133
Sum of squared residuals  =  2.80269521      -0.396660482E-11
Average absolute error    =     0.091769148
Sum of ABS residuals      =  17.2525999    
R squared                 =   0.97785
Durbin-Watson statistic   =   2.04857
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1! *  +                                 !!   0      .   .   .          !
 1966.2*  +                                   !!       0  .   .   .          !
 1966.3* +                                    !!         0.   .   .          !
 1966.4!+                                     !!          .   .0  .          !
 1967.1! + *                                  !!          .   .   0          !
 1967.2!    +                                 !!          .   .  0.          !
 1967.3!     +*                               !!          .   .   0          !
 1967.4!      +                               !!          . 0 .   .          !
 1968.1!    * +                               !!       0  .   .   .          !
 1968.2!   * +                                !!        0 .   .   .          !
 1968.3!   *+                                 !!          .0  .   .          !
 1968.4!    +                                 !!          .   .0  .          !
 1969.1!     +*                               !!          .   .   .0         !
 1969.2!      *+                              !!          . 0 .   .          !
 1969.3!      *+                              !!          0   .   .          !
 1969.4!      *+                              !!          . 0 .   .          !
 1970.1!      *+                              !!          . 0 .   .          !
 1970.2!      *+                              !!          0   .   .          !
 1970.3!      +                               !!          .  0.   .          !
 1970.4!       +                              !!          .   0   .          !
 1971.1!       +                              !!          .  0.   .          !
 1971.2!       +*                             !!          .   .  0.          !
 1971.3!         +*                           !!          .   .  0.          !
 1971.4!          + *                         !!          .   .   .0         !
 1972.1!            +*                        !!          .   .  0.          !
 1972.2!              +*                      !!          .   .   0          !
 1972.3!               +*                     !!          .   .0  .          !
 1972.4!                +                     !!          .   0   .          !
 1973.1!                 +                    !!          .   . 0 .          !
 1973.2!                 +*                   !!          .   . 0 .          !
 1973.3!                  +                   !!          .  0.   .          !
 1973.4!                  + *                 !!          .   .   0          !
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 1974.2!                    +*                !!          .   .   0          !
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 1978.4!                    *+                !!          . 0 .   .          !
 1979.1!                    +*                !!          .   .0  .          !
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 1979.3!                     +*               !!          .   . 0 .          !
 1979.4!                     *+               !!          0   .   .          !
 1980.1!                      +   *           !!          .   .   .         0!
 1980.2!                          +*          !!          .   .0  .          !
 1980.3!                           +          !!          .   . 0 .          !
 1980.4!                           + *        !!          .   .   0          !
 1981.1!                           * +        !!        0 .   .   .          !
 1981.2!                           +          !!          .   .0  .          !
 1981.3!                           +          !!          . 0 .   .          !
 1981.4!                           +          !!          .   . 0 .          !
 1982.1!                           + *        !!          .   .   .0         !
 1982.2!                        *    +        !!0         .   .   .          !
 1982.3!                      *  +            !!       0  .   .   .          !
 1982.4!                      *+              !!          . 0 .   .          !
 1983.1!                      *+              !!          . 0 .   .          !
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 1983.3!                       *+             !!          .  0.   .          !
 1983.4!                        +*            !!          .   .  0.          !
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 1984.4!                          *+          !!          . 0 .   .          !
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 1985.2!                          +*          !!          .   .   .0         !
 1985.3!                           +   *      !!          .   .   .       0  !
 1985.4!                            *  +      !!      0   .   .   .          !
 1986.1!                            + *       !!          .   .   . 0        !
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 1986.3!                             +        !!          .   .0  .          !
 1986.4!                          *  +        !!      0   .   .   .          !
 1987.1!                          + *         !!          .   .   0          !
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 1987.3!                           +          !!          .   0   .          !
 1987.4!                           +          !!          .  0.   .          !
 1988.1!                          + *         !!          .   .   . 0        !
 1988.2!                            +         !!          .   .0  .          !
 1988.3!                            +         !!          .   0   .          !
 1988.4!                            +         !!          .   0   .          !
 1989.1!                           +*         !!          .   . 0 .          !
 1989.2!                           +          !!          . 0 .   .          !
 1989.3!                        * +           !!       0  .   .   .          !
 1989.4!                        +             !!          .   .0  .          !
 1990.1!                        +  *          !!          .   .   .   0      !
 1990.2!                          +           !!          .   0   .          !
 1990.3!                          +           !!          . 0 .   .          !
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 1991.3!                          *+          !!          0   .   .          !
 1991.4!                          +           !!          .   .0  .          !
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 1992.2!                            +         !!          .  0.   .          !
 1992.3!                            +         !!          .  0.   .          !
 1992.4!                           *+         !!          .0  .   .          !
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 1993.2!                              +       !!          .   0   .          !
 1993.3!                             +*       !!          .   .0  .          !
 1993.4!                             +        !!          . 0 .   .          !
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 1994.2!                             *+       !!         0.   .   .          !
 1994.3!                            + *       !!          .   .   0          !
 1994.4!                             +        !!          .  0.   .          !
 1995.1!                             + *      !!          .   .   .  0       !
 1995.2!                              +       !!          .  0.   .          !
 1995.3!                              + *     !!          .   .   . 0        !
 1995.4!                               +      !!          .   0   .          !
 1996.1!                               + *    !!          .   .   . 0        !
 1996.2!                                +     !!          .   0   .          !
 1996.3!                                +*    !!          .   .   0          !
 1996.4!                               * +    !!          0   .   .          !
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 1997.3!                               +*     !!          .   .  0.          !
 1997.4!                                +   * !!          .   .   .      0   !
 1998.1!                                    + *!          .   .   .0         !
 1998.2!                                     *+!          0   .   .          !
 1998.3!                                    *+!!          . 0 .   .          !
 1998.4!                                    + !!          .   0   .          !
 1999.1!                                  * + !!       0  .   .   .          !
 1999.2!                                 +    !!          . 0 .   .          !
 1999.3!                                +     !!          .  0.   .          !
 1999.4!                                +*    !!          .   .  0.          !
 2000.1!                                 +    !!          .   .  0.          !
 2000.2!                               * +    !!        0 .   .   .          !
 2000.3!                               +*     !!          .   .  0.          !
 2000.4!                                +     !!          .   .0  .          !
 2001.1!                                +*    !!          .   . 0 .          !
 2001.2!                                 +    !!          . 0 .   .          !
 2001.3!                                 +    !!          .   0   .          !
 2001.4!                                *+    !!          .0  .   .          !
 2002.1!                                +*    !!          .   .   0          !
 2002.2!                                *+    !!          0   .   .          !
 2002.3!                                +*    !!          .   . 0 .          !
 2002.4!                                *+    !!          .0  .   .          !
 2003.1!                                +  *  !!          .   .   .   0      !
 2003.2!                                   +  !!          .   0   .          !
 2003.3!                                   +  !!          .   .0  .          !
 2003.4!                                  *+  !!          .0  .   .          !
 2004.1!                                  + * !!          .   .   . 0        !
 2004.2!                                   *+ !!          .0  .   .          !
 2004.3!                                  *+  !!          .0  .   .          !
 2004.4!                                 *+   !!          0   .   .          !
 2005.1!                                *+    !!          .0  .   .          !
 2005.2!                                +     !!          .  0.   .          !
 2005.3!                                +     !!          .  0.   .          !
 2005.4!                                +     !!          .  0.   .          !
 2006.1!                                +*    !!          .   .   0          !
 2006.2!                                 *+   !!          .0  .   .          !
 2006.3!                                *+    !!          0   .   .          !
 2006.4!                                +*    !!          .   .  0.          !
 2007.1!                                *+    !!          .0  .   .          !
 2007.2!                               * +    !!         0.   .   .          !
 2007.3!                               *+     !!          .  0.   .          !
 2007.4!                               *+     !!          .0  .   .          !
 2008.1!                               +*     !!          .   . 0 .          !
 2008.2!                                +     !!          .  0.   .          !
 2008.3!                               *+     !!          .0  .   .          !
 2008.4!                               *+     !!          .0  .   .          !
 2009.1!                                +  *  !!          .   .   .    0     !
 2009.2!                                  *+  !!          . 0 .   .          !
 2009.3!                                  *+  !!          . 0 .   .          !
 2009.4!                                  *+  !!          .0  .   .          !
 2010.1!                                  +*  !!          .   .   .0         !
 2010.2!                                   *+ !!          0   .   .          !
 2010.3!                                 * +  !!         0.   .   .          !
 2010.4!                                 *+   !!          0   .   .          !
 2011.1!                                 + *  !!          .   .   .  0       !
 2011.2!                                  *+  !!         0.   .   .          !
 2011.3!                                  +*  !!          .   .0  .          !
 2011.4!                                   +  !!          .  0.   .          !
 2012.1!                                   + *!!          .   .   . 0        !
 2012.2!                                  *  +!!      0   .   .   .          !
 2012.3!                                  *+  !!          0   .   .          !
 2012.4!                                 *+   !!          .0  .   .          !


     25.00 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEHK=BEPX$Q/HKPMM;                                                     
 GENR LAABEHK=LOG(AABEHK+.00001);                                             
 GENR LABEHK=LOG(ABEHK+.00001);                                               
 LHS AABEHK=EXP(LAABEHK)-.00001;                                              
  EQ 2694 LAABEHK C LABEHK(-1) PBEHK;                                         
EQUATION 1473  LAABEHK  
   RHS     C  LABEHK(-1)  PBEHK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1473 PLOT=0;END;                                                     

Equation number = 1473
**********************

Dependent variable = LAABEHK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.232552134

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.093794296       0.090868174  -1.03220     1.000000
14828 LABEHK  ( -1)       0.940483195       0.025013704  37.59872    -4.221643
14826 PBEHK   (  0)      -0.196173054       0.116787132  -1.67975     0.858291

SE of equation            =     0.159260052
Sum of squared residuals  =  4.69229636      -0.142383882E-10
Average absolute error    =     0.122543422
Sum of ABS residuals      =  23.0381634    
R squared                 =   0.92889
Durbin-Watson statistic   =   2.63891
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                  +   *!          .   .   .0         !
 1966.2!                                     +*!          .   . 0 .          !
 1966.3!                                     +*!          .   . 0 .          !
 1966.4!                                     +!!          .   0   .          !
 1967.1!                                    +*!!          .   .  0.          !
 1967.2!                                *   + !!        0 .   .   .          !
 1967.3!                              *+      !!          . 0 .   .          !
 1967.4!                             +     *  !!          .   .   .    0     !
 1968.1!                                  +   !!          .   0   .          !
 1968.2!                                 +    !!          .   0   .          !
 1968.3!                                +   * !!          .   .   .  0       !
 1968.4!                                   +* !!          .   .0  .          !
 1969.1!                                 * +  !!          .0  .   .          !
 1969.2!                                 +  * !!          .   .   .0         !
 1969.3!                                   + *!!          .   . 0 .          !
 1969.4!                                *   + !!        0 .   .   .          !
 1970.1!                               +  *   !!          .   .   .0         !
 1970.2!                              *  +    !!          0   .   .          !
 1970.3!                              +    *  !!          .   .   .   0      !
 1970.4!                                 *+   !!          .  0.   .          !
 1971.1!                              * +     !!          .0  .   .          !
 1971.2!                             +   *    !!          .   .   . 0        !
 1971.3!                               *+     !!          . 0 .   .          !
 1971.4!                           *  +       !!          0   .   .          !
 1972.1!                           + *        !!          .   .  0.          !
 1972.2!                            + *       !!          .   .  0.          !
 1972.3!                             +        !!          .   0   .          !
 1972.4!                            *+        !!          . 0 .   .          !
 1973.1!                           + *        !!          .   .  0.          !
 1973.2!                             +  *     !!          .   .   0          !
 1973.3!                             * +      !!          .0  .   .          !
 1973.4!                            +*        !!          .   . 0 .          !
 1974.1!                           * +        !!          . 0 .   .          !
 1974.2!                           +*         !!          .   .0  .          !
 1974.3!                          *+          !!          .  0.   .          !
 1974.4!                          +           !!          .   .0  .          !
 1975.1!                          +         * !!          .   .   .          0
 1975.2!                            *      +  !!   0      .   .   .          !
 1975.3!                           +  *       !!          .   .   0          !
 1975.4!                             +   *    !!          .   .   .0         !
 1976.1!                           *    +     !!       0  .   .   .          !
 1976.2!                           +    *     !!          .   .   .   0      !
 1976.3!                               *+     !!          .  0.   .          !
 1976.4!                            * +       !!          .0  .   .          !
 1977.1!                           +   *      !!          .   .   .0         !
 1977.2!                              +       !!          .  0.   .          !
 1977.3!                             +   *    !!          .   .   . 0        !
 1977.4!                               *+     !!          . 0 .   .          !
 1978.1!                             *+       !!          .  0.   .          !
 1978.2!                             +   *    !!          .   .   .  0       !
 1978.3!                                + *   !!          .   . 0 .          !
 1978.4!                                 +    !!          .   0   .          !
 1979.1!                                +     !!          .   0   .          !
 1979.2!                               +      !!          .   0   .          !
 1979.3!                             *+       !!          .  0.   .          !
 1979.4!                            + *       !!          .   . 0 .          !
 1980.1!                             +    *   !!          .   .   .  0       !
 1980.2!                                 +    !!          .   0   .          !
 1980.3!                             *  +     !!         0.   .   .          !
 1980.4!                            +   *     !!          .   .   .0         !
 1981.1!                         *     +      !!     0    .   .   .          !
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 1981.3!                         * +          !!          .0  .   .          !
 1981.4!                         +*           !!          .   .0  .          !
 1982.1!                          +    *      !!          .   .   .   0      !
 1982.2!                             * +      !!          .0  .   .          !
 1982.3!                             +        !!          .   0   .          !
 1982.4!                          *  +        !!         0.   .   .          !
 1983.1!                          +*          !!          .   . 0 .          !
 1983.2!                       *   +          !!        0 .   .   .          !
 1983.3!                        +             !!          .   .0  .          !
 1983.4!                      * +             !!          .0  .   .          !
 1984.1!                       +              !!          .   .0  .          !
 1984.2!                   *    +             !!       0  .   .   .          !
 1984.3!                    +*                !!          .   . 0 .          !
 1984.4!                   * +                !!          .0  .   .          !
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 1985.3!                    *  +              !!         0.   .   .          !
 1985.4!                 *  +                 !!         0.   .   .          !
 1986.1!                *+                    !!          .  0.   .          !
 1986.2!                 +                    !!          .   0   .          !
 1986.3!                 + *                  !!          .   . 0 .          !
 1986.4!                   +                  !!          .   .0  .          !
 1987.1!                   +  *               !!          .   .   0          !
 1987.2!                   *  +               !!          0   .   .          !
 1987.3!                  *+                  !!          .  0.   .          !
 1987.4!                 *+                   !!          .0  .   .          !
 1988.1!                 +*                   !!          .   . 0 .          !
 1988.2!                  +                   !!          .   0   .          !
 1988.3!                 *+                   !!          . 0 .   .          !
 1988.4!                *+                    !!          .  0.   .          !
 1989.1!                 + *                  !!          .   .   0          !
 1989.2!                   +*                 !!          .   .0  .          !
 1989.3!                  * +                 !!          .0  .   .          !
 1989.4!                 *+                   !!          . 0 .   .          !
 1990.1!                 +                    !!          .   .0  .          !
 1990.2!              *  +                    !!          0   .   .          !
 1990.3!              +*                      !!          .   .0  .          !
 1990.4!            *  +                      !!         0.   .   .          !
 1991.1!            + *                       !!          .   .  0.          !
 1991.2!              +                       !!          .   0   .          !
 1991.3!               +                      !!          .   .0  .          !
 1991.4!             * +                      !!          0   .   .          !
 1992.1!             +   *                    !!          .   .   . 0        !
 1992.2!               * +                    !!          .0  .   .          !
 1992.3!              *+                      !!          .  0.   .          !
 1992.4!           *  +                       !!          0   .   .          !
 1993.1!           +   *                      !!          .   .   . 0        !
 1993.2!               + *                    !!          .   .  0.          !
 1993.3!                 *+                   !!          .   0   .          !
 1993.4!                 +                    !!          .   0   .          !
 1994.1!                  +*                  !!          .   .  0.          !
 1994.2!                *  +                  !!          0   .   .          !
 1994.3!              * +                     !!          .0  .   .          !
 1994.4!             *+                       !!          . 0 .   .          !
 1995.1!             +*                       !!          .   .0  .          !
 1995.2!            * +                       !!          .0  .   .          !
 1995.3!            +*                        !!          .   . 0 .          !
 1995.4!            *+                        !!          . 0 .   .          !
 1996.1!            + *                       !!          .   .  0.          !
 1996.2!              *+                      !!          .  0.   .          !
 1996.3!              +*                      !!          .   .0  .          !
 1996.4!              *+                      !!          .  0.   .          !
 1997.1!              +   *                   !!          .   .   .0         !
 1997.2!                 *+                   !!          . 0 .   .          !
 1997.3!                *+                    !!          .  0.   .          !
 1997.4!             *   +                    !!         0.   .   .          !
 1998.1!              +                       !!          .   .0  .          !
 1998.2!              +                       !!          .   0   .          !
 1998.3!             *+                       !!          .0  .   .          !
 1998.4!             +                        !!          .   0   .          !
 1999.1!             +   *                    !!          .   .   . 0        !
 1999.2!                 +*                   !!          .   . 0 .          !
 1999.3!                 * +                  !!          . 0 .   .          !
 1999.4!                * +                   !!          .0  .   .          !
 2000.1!                +  *                  !!          .   .  0.          !
 2000.2!                   + *                !!          .   .  0.          !
 2000.3!                     +                !!          .  0.   .          !
 2000.4!                  *  +                !!          0   .   .          !
 2001.1!                  *+                  !!          .  0.   .          !
 2001.2!                 * +                  !!          .0  .   .          !
 2001.3!                 +  *                 !!          .   .   0          !
 2001.4!                 *  +                 !!          0   .   .          !
 2002.1!                 +   *                !!          .   .   .0         !
 2002.2!                  *  +                !!          0   .   .          !
 2002.3!                  +                   !!          .   0   .          !
 2002.4!                 *+                   !!          . 0 .   .          !
 2003.1!                 +*                   !!          .   .0  .          !
 2003.2!             *    +                   !!        0 .   .   .          !
 2003.3!            *+                        !!          . 0 .   .          !
 2003.4!            +                         !!          .   0   .          !
 2004.1!            + *                       !!          .   .  0.          !
 2004.2!             *+                       !!          .  0.   .          !
 2004.3!            *+                        !!          . 0 .   .          !
 2004.4!          * +                         !!          .0  .   .          !
 2005.1!          +*                          !!          .   . 0 .          !
 2005.2!           +*                         !!          .   .0  .          !
 2005.3!          *+                          !!          . 0 .   .          !
 2005.4!        * +                           !!          .0  .   .          !
 2006.1!        +   *                         !!          .   .   .0         !
 2006.2!          * +                         !!          . 0 .   .          !
 2006.3!       *  +                           !!          0   .   .          !
 2006.4!       +*                             !!          .   0   .          !
 2007.1!       +  *                           !!          .   .   0          !
 2007.2!        * +                           !!          0   .   .          !
 2007.3!       + *                            !!          .   .  0.          !
 2007.4!     *   +                            !!        0 .   .   .          !
 2008.1!    +   *                             !!          .   .   . 0        !
 2008.2!    *  +                              !!         0.   .   .          !
 2008.3!  * +                                 !!          .0  .   .          !
 2008.4!  +*                                  !!          .   0   .          !
 2009.1!   +     *                            !!          .   .   .     0    !
 2009.2!         +                            !!          .  0.   .          !
 2009.3!      * +                             !!          .0  .   .          !
 2009.4!     *+                               !!          .  0.   .          !
 2010.1!     +   *                            !!          .   .   .0         !
 2010.2!       *+                             !!          . 0 .   .          !
 2010.3!    *  +                              !!         0.   .   .          !
 2010.4!    +                                 !!          .   0   .          !
 2011.1!    +*                                !!          .   .0  .          !
 2011.2!    +   *                             !!          .   .   .0         !
 2011.3*       +                              !!  0       .   .   .          !
 2011.4+*                                     !!          .   .0  .          !
 2012.1!+                                     !!          .  0.   .          !
 2012.2!+                                     !!          .  0.   .          !
 2012.3*+                                     !!          . 0 .   .          !
 2012.4+  *                                   !!          .   .  0.          !


     29.79 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDEHK=DEPX$Q/HKPMM;                                                     
 GENR LAADEHK=LOG(AADEHK+.00001);                                             
 GENR LADEHK=LOG(ADEHK+.00001);                                               
 LHS AADEHK=EXP(LAADEHK)-.00001;                                              
  EQ 2695 LAADEHK C LADEHK(-1) PDEHK;                                         
EQUATION 1474  LAADEHK  
   RHS     C  LADEHK(-1)  PDEHK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1474 PLOT=0;END;                                                     

Equation number = 1474
**********************

Dependent variable = LAADEHK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.573960205

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.425734050       0.306107310  -4.65763     1.000000
14831 LADEHK  ( -1)       0.666704036       0.054638198  12.20216    -5.571055
14829 PDEHK   (  0)      -0.487624324       0.215797398  -2.25964     0.889990

SE of equation            =     0.256107174
Sum of squared residuals  =  12.1343137      -0.658770816E-10
Average absolute error    =     0.181016651
Sum of ABS residuals      =  34.0311304    
R squared                 =   0.50560
Durbin-Watson statistic   =   2.38085
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!              + *                     !!          .   . 0 .          !
 1966.2!              + *                     !!          .   .0  .          !
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 2008.4*       +                              !!        0 .   .   .          !
 2009.1!   +      *                           !!          .   .   . 0        !
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 2009.3!     *   +                            !!          0   .   .          !
 2009.4!    * +                               !!          .  0.   .          !
 2010.1!       +       *                      !!          .   .   .  0       !
 2010.2!          *   +                       !!          .0  .   .          !
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 2010.4!        *   +                         !!          .0  .   .          !
 2011.1!         +     *                      !!          .   .   .0         !
 2011.2!            * +                       !!          . 0 .   .          !
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 2011.4!         * +                          !!          .  0.   .          !
 2012.1!          +     *                     !!          .   .   .0         !
 2012.2!             * +                      !!          . 0 .   .          !
 2012.3!           * +                        !!          . 0 .   .          !
 2012.4!     *      +                         !!         0.   .   .          !


     22.34 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOHK=NOPX$Q/HKPMM;                                                     
 GENR LAANOHK=LOG(AANOHK+.00001);                                             
 GENR LANOHK=LOG(ANOHK+.00001);                                               
 LHS AANOHK=EXP(LAANOHK)-.00001;                                              
  EQ 2696 LAANOHK C LANOHK(-1) PNOHK;                                         
EQUATION 1475  LAANOHK  
   RHS     C  LANOHK(-1)  PNOHK  
 SMPL 1972.1 2012.4;                                                          
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
 OLS;EST 1475 PLOT=0;END;                                                     

Equation number = 1475
**********************

Dependent variable = LAANOHK 

 1972.1 -   2012.4,    0 missing obs.,  164 obs. used.

Mean of dependent variable       -6.579451051

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -4.051614161       0.419123837  -9.66687     1.000000
14834 LANOHK  ( -1)       0.209996085       0.076817285   2.73371    -6.566368
14832 PNOHK   (  0)      -1.492120656       0.216655970  -6.88705     0.769995

SE of equation            =     0.546674124
Sum of squared residuals  =  48.1152683      -0.108739684E-10
Average absolute error    =     0.358350053
Sum of ABS residuals      =  58.7694086    
R squared                 =   0.45667
Durbin-Watson statistic   =   2.03148
SMPL and No. Obs.         = 1972.1   2012.4    164

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.1!                 + *                  !!           .  .0 .           !
 1972.2!                 + *                  !!           .  .0 .           !
 1972.3!                 +*                   !!           .  .0 .           !
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 2011.2! * +                                  !!           . 0.  .           !
 2011.3! * +                                  !!           . 0.  .           !
 2011.4*   +                                  !!           .0 .  .           !
 2012.1!*+                                    !!           . 0.  .           !
 2012.2!*  +                                  !!           .0 .  .           !
 2012.3!   +                                  !!           .  0  .           !
 2012.4!*  +                                  !!           .0 .  .           !


     18.29 percent of the residuals exceed 1 SE
      4.88 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWHK=SWPX$Q/HKPMM;                                                     
 GENR LAASWHK=LOG(AASWHK+.00001);                                             
 GENR LASWHK=LOG(ASWHK+.00001);                                               
 LHS AASWHK=EXP(LAASWHK)-.00001;                                              
  EQ 2697 LAASWHK C LASWHK(-1) PSWHK;                                         
EQUATION 1476  LAASWHK  
   RHS     C  LASWHK(-1)  PSWHK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1476 PLOT=0;END;                                                     

Equation number = 1476
**********************

Dependent variable = LAASWHK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.720476777

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.732561955       0.288165056  -2.54216     1.000000
14837 LASWHK  ( -1)       0.833259494       0.042904488  19.42127    -5.713248
14835 PSWHK   (  0)      -0.228363464       0.234005019  -0.97589     0.995327

SE of equation            =     0.292599830
Sum of squared residuals  =  15.8387122       0.759392549E-11
Average absolute error    =     0.207869294
Sum of ABS residuals      =  39.0794274    
R squared                 =   0.69484
Durbin-Watson statistic   =   2.52746
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                * +                   !!          . 0 .   .          !
 1966.2!                +   *                 !!          .   .  0.          !
 1966.3!                 * +                  !!          . 0 .   .          !
 1966.4!                +   *                 !!          .   .  0.          !
 1967.1!              *    +                  !!         0.   .   .          !
 1967.2!              +        *              !!          .   .   .   0      !
 1967.3!                      +     *         !!          .   .   . 0        !
 1967.4!              *           +           !!    0     .   .   .          !
 1968.1!              +                       !!          .   0   .          !
 1968.2!              +                       !!          .   0   .          !
 1968.3!              +        *              !!          .   .   .  0       !
 1968.4!                     +                !!          .   0   .          !
 1969.1!                    +   *             !!          .   .   0          !
 1969.2!                     * +              !!          . 0 .   .          !
 1969.3!           *        +                 !!      0   .   .   .          !
 1969.4!            +          *              !!          .   .   .     0    !
 1970.1!                     *+               !!          .  0.   .          !
 1970.2!                 *  +                 !!          . 0 .   .          !
 1970.3!                 + *                  !!          .   . 0 .          !
 1970.4!                  + *                 !!          .   . 0 .          !
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 1972.2!                         *   +        !!          .0  .   .          !
 1972.3!                       +             *!!          .   .   .       0  !
 1972.4!                                * +   !!          . 0 .   .          !
 1973.1!                      *       +       !!       0  .   .   .          !
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 1973.3!                       + *            !!          .   . 0 .          !
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 1974.1!             *       +                !!        0 .   .   .          !
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 1974.3!                     * +              !!          . 0 .   .          !
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 1976.4!               *  +                   !!          . 0 .   .          !
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 1985.4!                   * +                !!          . 0 .   .          !
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 1986.3!                     +                *!          .   .   .          0
 1986.4!                      *            +  !!   0      .   .   .          !
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 1988.3!                *    +                !!          0   .   .          !
 1988.4!                +   *                 !!          .   .  0.          !
 1989.1!                  * +                 !!          .  0.   .          !
 1989.2!                  +*                  !!          .   .0  .          !
 1989.3!            *      +                  !!        0 .   .   .          !
 1989.4!             + *                      !!          .   . 0 .          !
 1990.1!               +   *                  !!          .   .  0.          !
 1990.2!               *  +                   !!          .0  .   .          !
 1990.3!            *  +                      !!          . 0 .   .          !
 1990.4!            +*                        !!          .   0   .          !
 1991.1!             + *                      !!          .   . 0 .          !
 1991.2!           *   +                      !!          .0  .   .          !
 1991.3!            +                         !!          .   0   .          !
 1991.4!            *+                        !!          .   0   .          !
 1992.1!             +   *                    !!          .   .  0.          !
 1992.2!         *      +                     !!        0 .   .   .          !
 1992.3!          +   *                       !!          .   .  0.          !
 1992.4!          *   +                       !!          .0  .   .          !
 1993.1!            + *                       !!          .   . 0 .          !
 1993.2!               +   *                  !!          .   .   0          !
 1993.3!                   +                  !!          .   0   .          !
 1993.4!                *  +                  !!          .0  .   .          !
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 1995.1!                + *                   !!          .   .0  .          !
 1995.2!                 + *                  !!          .   .0  .          !
 1995.3!                  +   *               !!          .   .  0.          !
 1995.4!                    *+                !!          .   0   .          !
 1996.1!                   +      *           !!          .   .   . 0        !
 1996.2!                        +             !!          .   0   .          !
 1996.3!                       +              !!          .   0   .          !
 1996.4!                      + *             !!          .   . 0 .          !
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 1997.2!                        + *           !!          .   .0  .          !
 1997.3!                        +    *        !!          .   .   0          !
 1997.4!                           +*         !!          .   .0  .          !
 1998.1!                          + *         !!          .   . 0 .          !
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 1998.3!                         +            !!          .   0   .          !
 1998.4!                      * +             !!          .  0.   .          !
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 1999.3!                   * +                !!          .  0.   .          !
 1999.4!                   +                  !!          .   0   .          !
 2000.1!                   +                  !!          .   0   .          !
 2000.2!                  +     *             !!          .   .   .0         !
 2000.3!                       + *            !!          .   . 0 .          !
 2000.4!                       *+             !!          .  0.   .          !
 2001.1!                    * +               !!          . 0 .   .          !
 2001.2!                 *  +                 !!          .0  .   .          !
 2001.3!                 +                    !!          .   0   .          !
 2001.4!             *   +                    !!          0   .   .          !
 2002.1!              +  *                    !!          .   . 0 .          !
 2002.2!               * +                    !!          . 0 .   .          !
 2002.3!              *+                      !!          .  0.   .          !
 2002.4!              *+                      !!          .  0.   .          !
 2003.1!              +*                      !!          .   0   .          !
 2003.2!              *+                      !!          .   0   .          !
 2003.3!            *  +                      !!          . 0 .   .          !
 2003.4!           * +                        !!          . 0 .   .          !
 2004.1!            +*                        !!          .   .0  .          !
 2004.2!              +                       !!          .   0   .          !
 2004.3!           *  +                       !!          . 0 .   .          !
 2004.4!           *+                         !!          .  0.   .          !
 2005.1!           +                          !!          .   0   .          !
 2005.2!          * +                         !!          .  0.   .          !
 2005.3!        *  +                          !!          .0  .   .          !
 2005.4!        * +                           !!          .  0.   .          !
 2006.1!        * +                           !!          . 0 .   .          !
 2006.2!     *   +                            !!          0   .   .          !
 2006.3!    *  +                              !!          . 0 .   .          !
 2006.4!     *+                               !!          .  0.   .          !
 2007.1!       +                              !!          .   0   .          !
 2007.2!     *  +                             !!          .0  .   .          !
 2007.3!      *+                              !!          .  0.   .          !
 2007.4! *     +                              !!         0.   .   .          !
 2008.1!   +                                  !!          .   0   .          !
 2008.2! *   +                                !!          0   .   .          !
 2008.3!  *+                                  !!          .   0   .          !
 2008.4! *   +                                !!          .0  .   .          !
 2009.1!    +                                 !!          .   0   .          !
 2009.2!   *  +                               !!          .0  .   .          !
 2009.3!    *+                                !!          .  0.   .          !
 2009.4! *   +                                !!          0   .   .          !
 2010.1!   +*                                 !!          .   .0  .          !
 2010.2! *    +                               !!         0.   .   .          !
 2010.3! * +                                  !!          . 0 .   .          !
 2010.4!   +                                  !!          .   0   .          !
 2011.1!    *+                                !!          .  0.   .          !
 2011.2!*     +                               !!         0.   .   .          !
 2011.3*  +                                   !!          .0  .   .          !
 2011.4!* +                                   !!          . 0 .   .          !
 2012.1!   +*                                 !!          .   .0  .          !
 2012.2!     *+                               !!          .  0.   .          !
 2012.3*       +                              !!        0 .   .   .          !
 2012.4*  +                                   !!          .0  .   .          !


     19.15 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGRHK=GRPX$Q/HKPMM;                                                     
 GENR LAAGRHK=LOG(AAGRHK+.00001);                                             
 GENR LAGRHK=LOG(AGRHK+.00001);                                               
 LHS AAGRHK=EXP(LAAGRHK)-.00001;                                              
  EQ 2698 LAAGRHK C LAGRHK(-1) PGRHK;                                         
EQUATION 1477  LAAGRHK  
   RHS     C  LAGRHK(-1)  PGRHK  
 SMPL 1976.4 2012.4;                                                          
Sample period is now  1976.4 to  2012.4 Internally:   100 to   244
 OLS;EST 1477 PLOT=0;END;                                                     

Equation number = 1477
**********************

Dependent variable = LAAGRHK 

 1976.4 -   2012.4,    0 missing obs.,  145 obs. used.

Mean of dependent variable       -8.535353368

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.028844081       0.566409864  -5.34744     1.000000
14840 LAGRHK  ( -1)       0.579413340       0.067252688   8.61547    -8.537161
14838 PGRHK   (  0)      -0.630647159       0.305634123  -2.06341     0.887920

SE of equation            =     0.485512294
Sum of squared residuals  =  33.4725506      -0.103522524E-09
Average absolute error    =     0.343412919
Sum of ABS residuals      =  49.7948733    
R squared                 =   0.40084
Durbin-Watson statistic   =   2.29065
SMPL and No. Obs.         = 1976.4   2012.4    145

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.4!             +                  *     !!          .   .   .          0
 1977.1!       *                  +           !0          .   .   .          !
 1977.2!            + *                       !!          .   . 0 .          !
 1977.3!       *        +                     !!       0  .   .   .          !
 1977.4!            +*                        !!          .   .0  .          !
 1978.1!          *    +                      !!          0   .   .          !
 1978.2!              +              *        !!          .   .   .       0  !
 1978.3!             *           +            !!    0     .   .   .          !
 1978.4!       *       +                      !!        0 .   .   .          !
 1979.1!       *    +                         !!          0   .   .          !
 1979.2!           + *                        !!          .   .0  .          !
 1979.3!            *  +                      !!          . 0 .   .          !
 1979.4*              +                       !!  0       .   .   .          !
 1980.1!    *  +                              !!          . 0 .   .          !
 1980.2! *        +                           !!      0   .   .   .          !
 1980.3!        +   *                         !!          .   .  0.          !
 1980.4!          *    +                      !!          0   .   .          !
 1981.1!        *     +                       !!          0   .   .          !
 1981.2!    *        +                        !!       0  .   .   .          !
 1981.3!          +  *                        !!          .   . 0 .          !
 1981.4!              * +                     !!          .  0.   .          !
 1982.1!           *     +                    !!         0.   .   .          !
 1982.2!          *    +                      !!          0   .   .          !
 1982.3!             *+                       !!          .  0.   .          !
 1982.4!                + *                   !!          .   . 0 .          !
 1983.1!               *    +                 !!          .0  .   .          !
 1983.2!              *   +                   !!          .0  .   .          !
 1983.3!             *   +                    !!          0   .   .          !
 1983.4!                +     *               !!          .   .   0          !
 1984.1!               *     +                !!         0.   .   .          !
 1984.2!           *     +                    !!         0.   .   .          !
 1984.3!          *    +                      !!          0   .   .          !
 1984.4!              +                       !!          .   0   .          !
 1985.1!                 +    *               !!          .   .   0          !
 1985.2!                      +             * !!          .   .   .      0   !
 1985.3!            *                +        !! 0        .   .   .          !
 1985.4!                +    *                !!          .   .   0          !
 1986.1!               *     +                !!         0.   .   .          !
 1986.2!                 +                    !!          .   0   .          !
 1986.3!                 *+                   !!          .  0.   .          !
 1986.4!                  +                   !!          .   0   .          !
 1987.1!                   +                  !!          .   0   .          !
 1987.2!                   +                  !!          .   0   .          !
 1987.3!                    + *               !!          .   . 0 .          !
 1987.4!                    *+                !!          .  0.   .          !
 1988.1!                *   +                 !!          .0  .   .          !
 1988.2!               * +                    !!          .  0.   .          !
 1988.3!                 +   *                !!          .   .  0.          !
 1988.4!                     +                !!          .   0   .          !
 1989.1!                *    +                !!          .0  .   .          !
 1989.2!                * +                   !!          . 0 .   .          !
 1989.3!                  + *                 !!          .   . 0 .          !
 1989.4!                *   +                 !!          .0  .   .          !
 1990.1!                *+                    !!          .  0.   .          !
 1990.2!                * +                   !!          .  0.   .          !
 1990.3!               * +                    !!          . 0 .   .          !
 1990.4!           *    +                     !!          0   .   .          !
 1991.1!               +                      !!          .   0   .          !
 1991.2!                 +                    !!          .   0   .          !
 1991.3!                 *+                   !!          .  0.   .          !
 1991.4!                  +                   !!          .   0   .          !
 1992.1!                  *+                  !!          .   0   .          !
 1992.2!               *   +                  !!          .0  .   .          !
 1992.3!               * +                    !!          .  0.   .          !
 1992.4!                 + *                  !!          .   .0  .          !
 1993.1!                *  +                  !!          . 0 .   .          !
 1993.2!                  +           *       !!          .   .   .    0     !
 1993.3!                       *  +           !!          . 0 .   .          !
 1993.4!                      +  *            !!          .   . 0 .          !
 1994.1!                        +             !!          .   0   .          !
 1994.2!                    *  +              !!          . 0 .   .          !
 1994.3!                  *  +                !!          . 0 .   .          !
 1994.4!                   +             *    !!          .   .   .     0    !
 1995.1!                        *  +          !!          .0  .   .          !
 1995.2!                      + *             !!          .   .0  .          !
 1995.3!                      +               !!          .   0   .          !
 1995.4!                     + *              !!          .   . 0 .          !
 1996.1!                      + *             !!          .   . 0 .          !
 1996.2!                      +         *     !!          .   .   .   0      !
 1996.3!                        * +           !!          . 0 .   .          !
 1996.4!                      +  *            !!          .   . 0 .          !
 1997.1!                      +     *         !!          .   .   .0         !
 1997.2!                         + *          !!          .   . 0 .          !
 1997.3!                        +    *        !!          .   .   0          !
 1997.4!                         + *          !!          .   . 0 .          !
 1998.1!                        +     *       !!          .   .   0          !
 1998.2!                          +     *     !!          .   .   .0         !
 1998.3!                          *+          !!          .  0.   .          !
 1998.4!                       +  *           !!          .   .  0.          !
 1999.1!                        +*            !!          .   .0  .          !
 1999.2!                       +   *          !!          .   .   0          !
 1999.3!                        +  *          !!          .   . 0 .          !
 1999.4!                        +   *         !!          .   .   0          !
 2000.1!                         + *          !!          .   .0  .          !
 2000.2!                        + *           !!          .   .0  .          !
 2000.3!                        +*            !!          .   .0  .          !
 2000.4!                       +       *      !!          .   .   .  0       !
 2001.1!                           + *        !!          .   .0  .          !
 2001.2!                         +            *!          .   .   .     0    !
 2001.3!                          *    +      !!          0   .   .          !
 2001.4!                       +  *           !!          .   . 0 .          !
 2002.1!                        +   *         !!          .   .   0          !
 2002.2!                         +   *        !!          .   .  0.          !
 2002.3!                        *+            !!          .   0   .          !
 2002.4!                      +*              !!          .   .0  .          !
 2003.1!                    *+                !!          .  0.   .          !
 2003.2!                   +*                 !!          .   .0  .          !
 2003.3!                   +                  !!          .   0   .          !
 2003.4!                  +                   !!          .   0   .          !
 2004.1!                 +    *               !!          .   .   0          !
 2004.2!                  * +                 !!          . 0 .   .          !
 2004.3!               * +                    !!          . 0 .   .          !
 2004.4!                +   *                 !!          .   .   0          !
 2005.1!                  + *                 !!          .   .0  .          !
 2005.2!               *  +                   !!          . 0 .   .          !
 2005.3!                +        *            !!          .   .   .   0      !
 2005.4!              *       +               !!        0 .   .   .          !
 2006.1!               +    *                 !!          .   .   0          !
 2006.2!                * +                   !!          . 0 .   .          !
 2006.3!            *   +                     !!          .0  .   .          !
 2006.4!          *  +                        !!          . 0 .   .          !
 2007.1!           * +                        !!          .  0.   .          !
 2007.2!           * +                        !!          .  0.   .          !
 2007.3!             +  *                     !!          .   .  0.          !
 2007.4!               + *                    !!          .   .0  .          !
 2008.1!               +  *                   !!          .   . 0 .          !
 2008.2!                +*                    !!          .   .0  .          !
 2008.3!               +  *                   !!          .   . 0 .          !
 2008.4!                *+                    !!          .   0   .          !
 2009.1!              * +                     !!          . 0 .   .          !
 2009.2!            * +                       !!          .  0.   .          !
 2009.3!             +   *                    !!          .   .  0.          !
 2009.4!               +                      !!          .   0   .          !
 2010.1!               +                      !!          .   0   .          !
 2010.2!               +*                     !!          .   .0  .          !
 2010.3!               *+                     !!          .  0.   .          !
 2010.4!               +  *                   !!          .   .  0.          !
 2011.1!                 +*                   !!          .   .0  .          !
 2011.2!                +  *                  !!          .   . 0 .          !
 2011.3!                *+                    !!          .  0.   .          !
 2011.4!               +*                     !!          .   .0  .          !
 2012.1!               + *                    !!          .   .0  .          !
 2012.2!                +  *                  !!          .   .  0.          !
 2012.3!                 +   *                !!          .   .  0.          !
 2012.4!             *    +                   !!         0.   .   .          !


     20.00 percent of the residuals exceed 1 SE
      6.90 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRHK=IRPX$Q/HKPMM;                                                     
 GENR LAAIRHK=LOG(AAIRHK+.00001);                                             
 GENR LAIRHK=LOG(AIRHK+.00001);                                               
 LHS AAIRHK=EXP(LAAIRHK)-.00001;                                              
  EQ 2699 LAAIRHK C LAIRHK(-1) PIRHK;                                         
EQUATION 1478  LAAIRHK  
   RHS     C  LAIRHK(-1)  PIRHK  
 SMPL 1976.2 2012.4;                                                          
Sample period is now  1976.2 to  2012.4 Internally:    98 to   244
 OLS;EST 1478 PLOT=0;END;                                                     

Equation number = 1478
**********************

Dependent variable = LAAIRHK 

 1976.2 -   2012.4,    0 missing obs.,  147 obs. used.

Mean of dependent variable       -6.596885954

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.283689844       0.283871533  -0.99936     1.000000
14843 LAIRHK  ( -1)       0.954721361       0.025412369  37.56916    -6.598108
14841 PIRHK   (  0)      -0.013785338       0.280238237  -0.04919     1.004079

SE of equation            =     0.220639785
Sum of squared residuals  =  7.01019572       0.106563647E-10
Average absolute error    =     0.168412117
Sum of ABS residuals      =  24.7565812    
R squared                 =   0.91443
Durbin-Watson statistic   =   2.47261
SMPL and No. Obs.         = 1976.2   2012.4    147

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.2!           * +                        !!          . 0 .   .          !
 1976.3!           *+                         !!          .  0.   .          !
 1976.4!          *+                          !!          .  0.   .          !
 1977.1!         * +                          !!          . 0 .   .          !
 1977.2!         *+                           !!          .  0.   .          !
 1977.3!        *+                            !!          .  0.   .          !
 1977.4!       * +                            !!          .0  .   .          !
 1978.1!   *    +                             !!        0 .   .   .          !
 1978.2!  * +                                 !!          . 0 .   .          !
 1978.3!*  +                                  !!          0   .   .          !
 1978.4* +                                    !!          .0  .   .          !
 1979.1*+                                     !!          . 0 .   .          !
 1979.2!+      *                              !!          .   .   .     0    !
 1979.3!      * +                             !!          . 0 .   .          !
 1979.4!       +   *                          !!          .   .   .0         !
 1980.1!      *    +                          !!       0  .   .   .          !
 1980.2!     *+                               !!          . 0 .   .          !
 1980.3!     +  *                             !!          .   .  0.          !
 1980.4!     *  +                             !!          0   .   .          !
 1981.1!      + *                             !!          .   . 0 .          !
 1981.2!      * +                             !!          .0  .   .          !
 1981.3!       +    *                         !!          .   .   . 0        !
 1981.4!           *+                         !!          .  0.   .          !
 1982.1!           *+                         !!          .  0.   .          !
 1982.2!          * +                         !!          .0  .   .          !
 1982.3!        * +                           !!          .0  .   .          !
 1982.4!        +   *                         !!          .   .   .0         !
 1983.1!        *   +                         !!        0 .   .   .          !
 1983.2!        *+                            !!          .  0.   .          !
 1983.3!        +   *                         !!          .   .   0          !
 1983.4!            +    *                    !!          .   .   . 0        !
 1984.1!                 +  *                 !!          .   .   0          !
 1984.2!             *      +                 !!    0     .   .   .          !
 1984.3!             +   *                    !!          .   .   . 0        !
 1984.4!                 *+                   !!          .   0   .          !
 1985.1!                * +                   !!          .0  .   .          !
 1985.2!               *+                     !!          .  0.   .          !
 1985.3!               +   *                  !!          .   .   .0         !
 1985.4!                   +                  !!          .   0   .          !
 1986.1!            *      +                  !!    0     .   .   .          !
 1986.2!            +  *                      !!          .   .  0.          !
 1986.3!          *    +                      !!        0 .   .   .          !
 1986.4!           +*                         !!          .   .0  .          !
 1987.1!            +  *                      !!          .   .   0          !
 1987.2!               + *                    !!          .   . 0 .          !
 1987.3!               * +                    !!          .0  .   .          !
 1987.4!               + *                    !!          .   . 0 .          !
 1988.1!              *  +                    !!          0   .   .          !
 1988.2!              +  *                    !!          .   .   0          !
 1988.3!                *+                    !!          .  0.   .          !
 1988.4!            *    +                    !!        0 .   .   .          !
 1989.1!            +  *                      !!          .   .  0.          !
 1989.2!             * +                      !!          . 0 .   .          !
 1989.3!            * +                       !!          . 0 .   .          !
 1989.4!            + *                       !!          .   .  0.          !
 1990.1!              +  *                    !!          .   .   0          !
 1990.2!                 +*                   !!          .   0   .          !
 1990.3!              *   +                   !!         0.   .   .          !
 1990.4!              +*                      !!          .   .0  .          !
 1991.1!                +*                    !!          .   . 0 .          !
 1991.2!                *+                    !!          .  0.   .          !
 1991.3!                +                     !!          .  0.   .          !
 1991.4!              * +                     !!          .0  .   .          !
 1992.1!              +                       !!          .   0   .          !
 1992.2!               +                      !!          .   .0  .          !
 1992.3!                +*                    !!          .   .0  .          !
 1992.4!                *+                    !!          .  0.   .          !
 1993.1!                +       *             !!          .   .   .     0    !
 1993.2!                       +              !!          .  0.   .          !
 1993.3!                       +              !!          .   0   .          !
 1993.4!                     * +              !!          . 0 .   .          !
 1994.1!                    *+                !!          . 0 .   .          !
 1994.2!                    +*                !!          .   . 0 .          !
 1994.3!                     +                !!          .   0   .          !
 1994.4!                   * +                !!          . 0 .   .          !
 1995.1!                *   +                 !!          0   .   .          !
 1995.2!                +  *                  !!          .   .  0.          !
 1995.3!                   +                  !!          .   .0  .          !
 1995.4!                    +                 !!          .   0   .          !
 1996.1!                    +*                !!          .   .0  .          !
 1996.2!                     +*               !!          .   . 0 .          !
 1996.3!                      +*              !!          .   .0  .          !
 1996.4!                       +*             !!          .   . 0 .          !
 1997.1!                        +             !!          .  0.   .          !
 1997.2!                       +  *           !!          .   .  0.          !
 1997.3!                       *  +           !!          .0  .   .          !
 1997.4!                       + *            !!          .   . 0 .          !
 1998.1!                         +  *         !!          .   .   0          !
 1998.2!                           +          !!          .   0   .          !
 1998.3!                          *+          !!          . 0 .   .          !
 1998.4!                          +   *       !!          .   .   . 0        !
 1999.1!                              +       !!          .   .0  .          !
 1999.2!                              + *     !!          .   . 0 .          !
 1999.3!                             * +      !!          0   .   .          !
 1999.4!                            +*        !!          .   .0  .          !
 2000.1!                             +  *     !!          .   .   .0         !
 2000.2!                                +   * !!          .   .   .0         !
 2000.3!                                  *+  !!          . 0 .   .          !
 2000.4!                                 +    *!          .   .   . 0        !
 2001.1!                                    *+!!          .  0.   .          !
 2001.2!                                    + !!          .   0   .          !
 2001.3!                                   +  !!          .   0   .          !
 2001.4!                                  +*  !!          .   0   .          !
 2002.1!                                  +   !!          .   0   .          !
 2002.2!                               * +    !!          .0  .   .          !
 2002.3!                              + *     !!          .   . 0 .          !
 2002.4!                              * +     !!          .0  .   .          !
 2003.1!                             +   *    !!          .   .   . 0        !
 2003.2!                                 + *  !!          .   . 0 .          !
 2003.3!                                  +   !!          .   0   .          !
 2003.4!                                  +   !!          .   0   .          !
 2004.1!                                 + *  !!          .   . 0 .          !
 2004.2!                                  +   *!          .   .   .0         !
 2004.3!                                   * +!!          .0  .   .          !
 2004.4!                                * +   !!          . 0 .   .          !
 2005.1!                                + *   !!          .   .  0.          !
 2005.2!                                * +   !!          . 0 .   .          !
 2005.3!                             * +      !!          0   .   .          !
 2005.4!                          * +         !!          .0  .   .          !
 2006.1!                         *+           !!          .   0   .          !
 2006.2!                         + *          !!          .   . 0 .          !
 2006.3!                          +    *      !!          .   .   . 0        !
 2006.4!                              *+      !!          .  0.   .          !
 2007.1!                              + *     !!          .   .  0.          !
 2007.2!                            *  +      !!          0   .   .          !
 2007.3!                            +         !!          .   .0  .          !
 2007.4!                         *  +         !!          .0  .   .          !
 2008.1!                         +   *        !!          .   .   .0         !
 2008.2!                            *+        !!          .  0.   .          !
 2008.3!                            + *       !!          .   .  0.          !
 2008.4!                              +*      !!          .   .0  .          !
 2009.1!                              +  *    !!          .   .   0          !
 2009.2!                                *+    !!          .  0.   .          !
 2009.3!                                +     !!          .   0   .          !
 2009.4!                             * +      !!          .0  .   .          !
 2010.1!                           *+         !!          . 0 .   .          !
 2010.2!                           +          !!          .   .0  .          !
 2010.3!                           +   *      !!          .   .   .0         !
 2010.4!                          *    +      !!       0  .   .   .          !
 2011.1!                          + *         !!          .   .  0.          !
 2011.2!                           +          !!          .   0   .          !
 2011.3!                           +          !!          .   0   .          !
 2011.4!                         * +          !!          . 0 .   .          !
 2012.1!                         +  *         !!          .   .  0.          !
 2012.2!                *           +         !0          .   .   .          !
 2012.3!                +  *                  !!          .   .   0          !
 2012.4!              *    +                  !!        0 .   .   .          !


     24.49 percent of the residuals exceed 1 SE
      4.08 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOHK=POPX$Q/HKPMM;                                                     
 GENR LAAPOHK=LOG(AAPOHK+.00001);                                             
 GENR LAPOHK=LOG(APOHK+.00001);                                               
 LHS AAPOHK=EXP(LAAPOHK)-.00001;                                              
  EQ 2700 LAAPOHK C LAPOHK(-1) PPOHK;                                         
EQUATION 1479  LAAPOHK  
   RHS     C  LAPOHK(-1)  PPOHK  
 SMPL 1978.3 2012.4;                                                          
Sample period is now  1978.3 to  2012.4 Internally:   107 to   244
 OLS;EST 1479 PLOT=0;END;                                                     

Equation number = 1479
**********************

Dependent variable = LAAPOHK 

 1978.3 -   2012.4,    0 missing obs.,  138 obs. used.

Mean of dependent variable       -8.034110414

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.982748825       0.763818140  -3.90505     1.000000
14846 LAPOHK  ( -1)       0.504489710       0.074292566   6.79058    -8.030306
14844 PPOHK   (  0)      -0.989469809       0.611154520  -1.61902     1.010799

SE of equation            =     0.316781558
Sum of squared residuals  =  13.5473250       0.403055367E-10
Average absolute error    =     0.235456584
Sum of ABS residuals      =  32.4930086    
R squared                 =   0.29251
Durbin-Watson statistic   =   2.31767
SMPL and No. Obs.         = 1978.3   2012.4    138

Plot of actual(*) and fitted(+) values and residuals(0)


 1978.3!                  *  +                !!          . 0 .   .          !
 1978.4!                 *  +                 !!          . 0 .   .          !
 1979.1!                 * +                  !!          .  0.   .          !
 1979.2!                  +        *          !!          .   .   . 0        !
 1979.3!               *        +             !!        0 .   .   .          !
 1979.4!                  +       *           !!          .   .   . 0        !
 1980.1!                       +  *           !!          .   . 0 .          !
 1980.2!                     *  +             !!          . 0 .   .          !
 1980.3!                     +   *            !!          .   . 0 .          !
 1980.4!                       +      *       !!          .   .   .0         !
 1981.1!                         +*           !!          .   .0  .          !
 1981.2!                       +              !!          .   0   .          !
 1981.3!                    *+                !!          .  0.   .          !
 1981.4!                   +     *            !!          .   .   0          !
 1982.1!                  *   +               !!          . 0 .   .          !
 1982.2!                 *+                   !!          .   0   .          !
 1982.3!          *      +                    !!         0.   .   .          !
 1982.4!              +           *           !!          .   .   .    0     !
 1983.1!                *     +               !!          0   .   .          !
 1983.2!                +                     !!          .   0   .          !
 1983.3*                +                     !!   0      .   .   .          !
 1983.4!       + *                            !!          .   .0  .          !
 1984.1!             +*                       !!          .   .0  .          !
 1984.2!        *      +                      !!         0.   .   .          !
 1984.3!*           +                         !!      0   .   .   .          !
 1984.4!        +   *                         !!          .   .  0.          !
 1985.1!      *      +                        !!         0.   .   .          !
 1985.2!    *     +                           !!          0   .   .          !
 1985.3!          +                           !!          .   0   .          !
 1985.4!             +                        !!          .   0   .          !
 1986.1!               +*                     !!          .   .0  .          !
 1986.2!        *       +                     !!        0 .   .   .          !
 1986.3!           * +                        !!          .  0.   .          !
 1986.4!             *+                       !!          .  0.   .          !
 1987.1!                +                     !!          .   .0  .          !
 1987.2!             *    +                   !!          .0  .   .          !
 1987.3!                +                     *!          .   .   .          0
 1987.4!                      *      +        !!         0.   .   .          !
 1988.1!                     +    *           !!          .   .  0.          !
 1988.2!                       +*             !!          .   .0  .          !
 1988.3!            *        +                !!        0 .   .   .          !
 1988.4!                +      *              !!          .   .   .0         !
 1989.1!               *     +                !!          0   .   .          !
 1989.2!                *+                    !!          .  0.   .          !
 1989.3!              *  +                    !!          . 0 .   .          !
 1989.4!                +                     !!          .   0   .          !
 1990.1!                 +      *             !!          .   .   0          !
 1990.2!             *       +                !!         0.   .   .          !
 1990.3!              * +                     !!          .  0.   .          !
 1990.4!            *    +                    !!          0   .   .          !
 1991.1!          *     +                     !!          0   .   .          !
 1991.2!              + *                     !!          .   .0  .          !
 1991.3!             *    +                   !!          .0  .   .          !
 1991.4!             *  +                     !!          . 0 .   .          !
 1992.1!                +                     !!          .   0   .          !
 1992.2!             *    +                   !!          .0  .   .          !
 1992.3!             *   +                    !!          . 0 .   .          !
 1992.4!           *    +                     !!          0   .   .          !
 1993.1!            *  +                      !!          . 0 .   .          !
 1993.2!                +      *              !!          .   .   .0         !
 1993.3!                   * +                !!          .  0.   .          !
 1993.4!                   +*                 !!          .   0   .          !
 1994.1!                   + *                !!          .   .0  .          !
 1994.2!                    +*                !!          .   0   .          !
 1994.3!                    +  *              !!          .   . 0 .          !
 1994.4!               *     +                !!          0   .   .          !
 1995.1!                  +*                  !!          .   .0  .          !
 1995.2!                   *+                 !!          .   0   .          !
 1995.3!                    +*                !!          .   .0  .          !
 1995.4!                    +         *       !!          .   .   . 0        !
 1996.1!                        *+            !!          .   0   .          !
 1996.2!                      + *             !!          .   .0  .          !
 1996.3!                     + *              !!          .   . 0 .          !
 1996.4!                     +*               !!          .   .0  .          !
 1997.1!                    + *               !!          .   .0  .          !
 1997.2!                    +  *              !!          .   . 0 .          !
 1997.3!                   *+                 !!          .  0.   .          !
 1997.4!                 *+                   !!          .   0   .          !
 1998.1!                 +  *                 !!          .   .  0.          !
 1998.2!                  +     *             !!          .   .   0          !
 1998.3!                    +     *           !!          .   .   0          !
 1998.4!                     *+               !!          .   0   .          !
 1999.1!                   +       *          !!          .   .   .0         !
 1999.2!                      +    *          !!          .   .  0.          !
 1999.3!                      +*              !!          .   .0  .          !
 1999.4!                     +   *            !!          .   .  0.          !
 2000.1!                     +  *             !!          .   . 0 .          !
 2000.2!                     +   *            !!          .   .  0.          !
 2000.3!                     +  *             !!          .   . 0 .          !
 2000.4!                    +    *            !!          .   .  0.          !
 2001.1!                    *+                !!          .  0.   .          !
 2001.2!                  +        *          !!          .   .   . 0        !
 2001.3!                     +     *          !!          .   .  0.          !
 2001.4!                     +     *          !!          .   .   0          !
 2002.1!                     +   *            !!          .   .  0.          !
 2002.2!                     + *              !!          .   . 0 .          !
 2002.3!               *    +                 !!          .0  .   .          !
 2002.4!                + *                   !!          .   . 0 .          !
 2003.1!                  +  *                !!          .   .  0.          !
 2003.2!               *   +                  !!          . 0 .   .          !
 2003.3!                +                     !!          .   0   .          !
 2003.4!                *+                    !!          .  0.   .          !
 2004.1!                 +*                   !!          .   .0  .          !
 2004.2!                  + *                 !!          .   . 0 .          !
 2004.3!                  *+                  !!          .  0.   .          !
 2004.4!             *    +                   !!          .0  .   .          !
 2005.1!                + *                   !!          .   . 0 .          !
 2005.2!               *  +                   !!          . 0 .   .          !
 2005.3!                 +                    !!          .   .0  .          !
 2005.4!                  +               *   !!          .   .   .      0   !
 2006.1!                     *    +           !!          .0  .   .          !
 2006.2!                   +           *      !!          .   .   .  0       !
 2006.3!            *           +             !!      0   .   .   .          !
 2006.4!          *    +                      !!          .0  .   .          !
 2007.1!           *  +                       !!          . 0 .   .          !
 2007.2!          *   +                       !!          .0  .   .          !
 2007.3!           *  +                       !!          . 0 .   .          !
 2007.4!             * +                      !!          .  0.   .          !
 2008.1!              * +                     !!          .  0.   .          !
 2008.2!                +                     !!          .  0.   .          !
 2008.3!           *     +                    !!          0   .   .          !
 2008.4!         *    +                       !!          0   .   .          !
 2009.1!            *+                        !!          .  0.   .          !
 2009.2!               + *                    !!          .   .0  .          !
 2009.3!                 +    *               !!          .   .  0.          !
 2009.4!                *   +                 !!          .0  .   .          !
 2010.1!                 +    *               !!          .   .   0          !
 2010.2!                  * +                 !!          .  0.   .          !
 2010.3!                  +*                  !!          .   0   .          !
 2010.4!                 *+                   !!          .  0.   .          !
 2011.1!              *   +                   !!          . 0 .   .          !
 2011.2!              * +                     !!          . 0 .   .          !
 2011.3!                +   *                 !!          .   .  0.          !
 2011.4!                  *+                  !!          .  0.   .          !
 2012.1!                  +  *                !!          .   . 0 .          !
 2012.2!              *    +                  !!          .0  .   .          !
 2012.3!              * +                     !!          .  0.   .          !
 2012.4!            *   +                     !!          .0  .   .          !


     25.36 percent of the residuals exceed 1 SE
      5.07 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPHK=SPPX$Q/HKPMM;                                                     
 GENR LAASPHK=LOG(AASPHK+.00001);                                             
 GENR LASPHK=LOG(ASPHK+.00001);                                               
 LHS AASPHK=EXP(LAASPHK)-.00001;                                              
  EQ 2701 LAASPHK C LASPHK(-1) PSPHK;                                         
EQUATION 1480  LAASPHK  
   RHS     C  LASPHK(-1)  PSPHK  
 SMPL 1970.1 2012.4;                                                          
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
 OLS;EST 1480 PLOT=0;END;                                                     

Equation number = 1480
**********************

Dependent variable = LAASPHK 

 1970.1 -   2012.4,    0 missing obs.,  172 obs. used.

Mean of dependent variable       -6.008344311

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.946684861       0.228974320  -4.13446     1.000000
14849 LASPHK  ( -1)       0.732569716       0.050363409  14.54567    -6.008753
14847 PSPHK   (  0)      -0.677359160       0.179384916  -3.77601     0.974120

SE of equation            =     0.219510374
Sum of squared residuals  =  8.14323195      -0.543671774E-10
Average absolute error    =     0.156567545
Sum of ABS residuals      =  26.9296177    
R squared                 =   0.75850
Durbin-Watson statistic   =   2.24751
SMPL and No. Obs.         = 1970.1   2012.4    172

Plot of actual(*) and fitted(+) values and residuals(0)


 1970.1!         +*                           !!          .   .0  .          !
 1970.2!         +                            !!          .   0   .          !
 1970.3!         +*                           !!          .   .0  .          !
 1970.4!         +                            !!          .   0   .          !
 1971.1!        *+                            !!          .   0   .          !
 1971.2!          +                           !!          .   .0  .          !
 1971.3!         *+                           !!          . 0 .   .          !
 1971.4!         +                            !!          .  0.   .          !
 1972.1!        *+                            !!          . 0 .   .          !
 1972.2!       * +                            !!          . 0 .   .          !
 1972.3!     *  +                             !!          .0  .   .          !
 1972.4!    *  +                              !!          .0  .   .          !
 1973.1!   *  +                               !!          0   .   .          !
 1973.2! *   +                                !!          0   .   .          !
 1973.3!   +      *                           !!          .   .   .   0      !
 1973.4!          +                           !!          .   0   .          !
 1974.1!         *+                           !!          .  0.   .          !
 1974.2!         *+                           !!          .  0.   .          !
 1974.3!          +                           !!          .   0   .          !
 1974.4!         +*                           !!          .   .0  .          !
 1975.1! *        +                           !!    0     .   .   .          !
 1975.2*    +                                 !!         0.   .   .          !
 1975.3!   +     *                            !!          .   .   .  0       !
 1975.4!         *+                           !!          .  0.   .          !
 1976.1!         * +                          !!          .  0.   .          !
 1976.2!         *  +                         !!          0   .   .          !
 1976.3!           +  *                       !!          .   .   0          !
 1976.4!             *  +                     !!          . 0 .   .          !
 1977.1!             * +                      !!          . 0 .   .          !
 1977.2!              +   *                   !!          .   .   0          !
 1977.3!             *     +                  !!        0 .   .   .          !
 1977.4!           *   +                      !!         0.   .   .          !
 1978.1!           *  +                       !!          .0  .   .          !
 1978.2!              +             *         !!          .   .   .          0
 1978.3!                     *    +           !!         0.   .   .          !
 1978.4!                    +    *            !!          .   .   .0         !
 1979.1!                    *  +              !!          .0  .   .          !
 1979.2!                  *+                  !!          . 0 .   .          !
 1979.3!         *       +                    !!      0   .   .   .          !
 1979.4!     *     +                          !!        0 .   .   .          !
 1980.1!        +   *                         !!          .   .   0          !
 1980.2!             +       *                !!          .   .   .   0      !
 1980.3!               *     +                !!        0 .   .   .          !
 1980.4!                 +    *               !!          .   .   . 0        !
 1981.1!         *             +              !0          .   .   .          !
 1981.2!        *    +                        !!         0.   .   .          !
 1981.3!             +     *                  !!          .   .   . 0        !
 1981.4!                  *  +                !!          .0  .   .          !
 1982.1!                   *+                 !!          .  0.   .          !
 1982.2!               *     +                !!        0 .   .   .          !
 1982.3!                *+                    !!          . 0 .   .          !
 1982.4!                   +   *              !!          .   .   0          !
 1983.1!               *        +             !!     0    .   .   .          !
 1983.2!               *   +                  !!          0   .   .          !
 1983.3!                   +*                 !!          .   .0  .          !
 1983.4!                      + *             !!          .   . 0 .          !
 1984.1!             *           +            !! 0        .   .   .          !
 1984.2!                 +           *        !!          .   .   .       0  !
 1984.3!                             +  *     !!          .   .  0.          !
 1984.4!                              *+      !!          .  0.   .          !
 1985.1!                           *  +       !!          .0  .   .          !
 1985.2!                           +   *      !!          .   .   0          !
 1985.3!                       *      +       !!      0   .   .   .          !
 1985.4!                        +  *          !!          .   .  0.          !
 1986.1!                         *+           !!          .  0.   .          !
 1986.2!                   *     +            !!       0  .   .   .          !
 1986.3!                   *+                 !!          .  0.   .          !
 1986.4!                    +   *             !!          .   .   0          !
 1987.1!                     *  +             !!          .0  .   .          !
 1987.2!                     +  *             !!          .   .  0.          !
 1987.3!                      *+              !!          . 0 .   .          !
 1987.4!                     +*               !!          .   .0  .          !
 1988.1!                     +     *          !!          .   .   .  0       !
 1988.2!                         +*           !!          .   .0  .          !
 1988.3!                        +             !!          .  0.   .          !
 1988.4!                      +               !!          .   0   .          !
 1989.1!                     +                !!          .   0   .          !
 1989.2!                    *+                !!          .  0.   .          !
 1989.3!                *  +                  !!          0   .   .          !
 1989.4!                + *                   !!          .   . 0 .          !
 1990.1!                 +  *                 !!          .   . 0 .          !
 1990.2!                  +                   !!          .   0   .          !
 1990.3!                 +*                   !!          .   .0  .          !
 1990.4!                +  *                  !!          .   .  0.          !
 1991.1!                  +                   !!          .   0   .          !
 1991.2!                  +     *             !!          .   .   .  0       !
 1991.3!                     *+               !!          .  0.   .          !
 1991.4!                   + *                !!          .   . 0 .          !
 1992.1!                   + *                !!          .   . 0 .          !
 1992.2!                  *+                  !!          . 0 .   .          !
 1992.3!                +   *                 !!          .   .   0          !
 1992.4!                   +                  !!          .   0   .          !
 1993.1!                   +  *               !!          .   .  0.          !
 1993.2!                      +        *      !!          .   .   .     0    !
 1993.3!                            *+        !!          . 0 .   .          !
 1993.4!                           +   *      !!          .   .   .0         !
 1994.1!                             +*       !!          .   .0  .          !
 1994.2!                            +      *  !!          .   .   .  0       !
 1994.3!                             *  +     !!          .0  .   .          !
 1994.4!                          *+          !!          . 0 .   .          !
 1995.1!                         +            !!          .   .0  .          !
 1995.2!                        +             !!          .   0   .          !
 1995.3!                       +    *         !!          .   .   . 0        !
 1995.4!                          +*          !!          .   . 0 .          !
 1996.1!                         +*           !!          .   .0  .          !
 1996.2!                         +     *      !!          .   .   . 0        !
 1996.3!                            +   *     !!          .   .   .0         !
 1996.4!                            + *       !!          .   .0  .          !
 1997.1!                         *  +         !!          .0  .   .          !
 1997.2!                        +        *    !!          .   .   .     0    !
 1997.3!                               +      *!          .   .   .   0      !
 1997.4!                                 +  * !!          .   .  0.          !
 1998.1!                             *  +     !!          0   .   .          !
 1998.2!                         * +          !!          .  0.   .          !
 1998.3!                        + *           !!          .   .  0.          !
 1998.4!                        +  *          !!          .   .  0.          !
 1999.1!                          +*          !!          .   . 0 .          !
 1999.2!                          + *         !!          .   . 0 .          !
 1999.3!                          *+          !!          .  0.   .          !
 1999.4!                         + *          !!          .   . 0 .          !
 2000.1!                           + *        !!          .   . 0 .          !
 2000.2!                            +         !!          .   0   .          !
 2000.3!                            +         !!          .   0   .          !
 2000.4!                           +          !!          .   0   .          !
 2001.1!                           +          !!          .   0   .          !
 2001.2!                           + *        !!          .   .  0.          !
 2001.3!                        *   +         !!          0   .   .          !
 2001.4!                         +*           !!          .   .0  .          !
 2002.1!                        *+            !!          . 0 .   .          !
 2002.2!                        +*            !!          .   .0  .          !
 2002.3!                        +             !!          .   0   .          !
 2002.4!                      * +             !!          . 0 .   .          !
 2003.1!                     +                !!          .   0   .          !
 2003.2!                *   +                 !!         0.   .   .          !
 2003.3!               * +                    !!          . 0 .   .          !
 2003.4!                + *                   !!          .   . 0 .          !
 2004.1!                * +                   !!          .  0.   .          !
 2004.2!                *+                    !!          .  0.   .          !
 2004.3!                *+                    !!          .  0.   .          !
 2004.4!              * +                     !!          . 0 .   .          !
 2005.1!             *+                       !!          .  0.   .          !
 2005.2!              +*                      !!          .   .0  .          !
 2005.3!               +                      !!          .  0.   .          !
 2005.4!                +      *              !!          .   .   .   0      !
 2006.1!                 *    +               !!         0.   .   .          !
 2006.2!               * +                    !!          . 0 .   .          !
 2006.3!           *   +                      !!         0.   .   .          !
 2006.4!            +*                        !!          .   .0  .          !
 2007.1!             + *                      !!          .   .0  .          !
 2007.2!              +                       !!          .   0   .          !
 2007.3!           *  +                       !!          .0  .   .          !
 2007.4!           +*                         !!          .   .0  .          !
 2008.1!            +*                        !!          .   .0  .          !
 2008.2!            +  *                      !!          .   .  0.          !
 2008.3!              +*                      !!          .   .0  .          !
 2008.4!             * +                      !!          . 0 .   .          !
 2009.1!              +*                      !!          .   .0  .          !
 2009.2!              +*                      !!          .   .0  .          !
 2009.3!             *+                       !!          .  0.   .          !
 2009.4!            +*                        !!          .   .0  .          !
 2010.1!             +*                       !!          .   .0  .          !
 2010.2!              *+                      !!          .  0.   .          !
 2010.3!             * +                      !!          .  0.   .          !
 2010.4!              +                       !!          .   .0  .          !
 2011.1!              +                       !!          .   0   .          !
 2011.2!             *+                       !!          .  0.   .          !
 2011.3!             +  *                     !!          .   .  0.          !
 2011.4!              * +                     !!          . 0 .   .          !
 2012.1!               +                      !!          .   .0  .          !
 2012.2!            *   +                     !!          0   .   .          !
 2012.3!           *  +                       !!          . 0 .   .          !
 2012.4!            *+                        !!          .  0.   .          !


     22.67 percent of the residuals exceed 1 SE
      5.81 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNZHK=NZPX$Q/HKPMM;                                                     
 GENR LAANZHK=LOG(AANZHK+.00001);                                             
 GENR LANZHK=LOG(ANZHK+.00001);                                               
 LHS AANZHK=EXP(LAANZHK)-.00001;                                              
  EQ 2702 LAANZHK C LANZHK(-1) PNZHK;                                         
EQUATION 1481  LAANZHK  
   RHS     C  LANZHK(-1)  PNZHK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1481 PLOT=0;END;                                                     

Equation number = 1481
**********************

Dependent variable = LAANZHK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.873078336

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.430128179       0.175722044  -2.44778     1.000000
14852 LANZHK  ( -1)       0.880993219       0.036858948  23.90175    -5.868280
14850 PNZHK   (  0)      -0.303622665       0.153430362  -1.97890     0.899259

SE of equation            =     0.214637097
Sum of squared residuals  =  8.52278046       0.509814413E-10
Average absolute error    =     0.164564850
Sum of ABS residuals      =  30.9381917    
R squared                 =   0.83943
Durbin-Watson statistic   =   2.73014
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!       *      +                       !!     0   .    .    .         !
 1966.2!      *+                              !!         .   0.    .         !
 1966.3!      +        *                      !!         .    .    .      0  !
 1966.4!       *       +                      !!     0   .    .    .         !
 1967.1!        +                             !!         .    .0   .         !
 1967.2!        +      *                      !!         .    .    .  0      !
 1967.3!            * +                       !!         . 0  .    .         !
 1967.4!            +       *                 !!         .    .    .    0    !
 1968.1!              *    +                  !!       0 .    .    .         !
 1968.2!              +     *                 !!         .    .    .  0      !
 1968.3!            *       +                 !!     0   .    .    .         !
 1968.4!             +      *                 !!         .    .    .   0     !
 1969.1!                  *+                  !!         .  0 .    .         !
 1969.2!                  + *                 !!         .    . 0  .         !
 1969.3!                 *  +                 !!         . 0  .    .         !
 1969.4!                 + *                  !!         .    . 0  .         !
 1970.1!                   +  *               !!         .    .   0.         !
 1970.2!             *        +               !!   0     .    .    .         !
 1970.3!              +        *              !!         .    .    .      0  !
 1970.4!                     *+               !!         .  0 .    .         !
 1971.1!                    + *               !!         .    .  0 .         !
 1971.2!                      +*              !!         .    .0   .         !
 1971.3!                   *  +               !!         .0   .    .         !
 1971.4!                   +    *             !!         .    .    .  0      !
 1972.1!                       +   *          !!         .    .    0         !
 1972.2!                          +           !!         .    .0   .         !
 1972.3!                        +    *        !!         .    .    .0        !
 1972.4!                           +          !!         .    0    .         !
 1973.1!                        + *           !!         .    .  0 .         !
 1973.2!                        +     *       !!         .    .    .   0     !
 1973.3!                           +*         !!         .    .0   .         !
 1973.4!                         +     *      !!         .    .    . 0       !
 1974.1!                       *    +         !!        0.    .    .         !
 1974.2!                      + *             !!         .    . 0  .         !
 1974.3!                       +          *   !!         .    .    .         0
 1974.4!                          *      +    !!      0  .    .    .         !
 1975.1!                          +    *      !!         .    .    .0        !
 1975.2!                              +   *   !!         .    .    0         !
 1975.3!                            *    +    !!        0.    .    .         !
 1975.4!                            + *       !!         .    .  0 .         !
 1976.1!                             +        !!         .    0    .         !
 1976.2!                            +     *   !!         .    .    . 0       !
 1976.3!                           *     +    !!       0 .    .    .         !
 1976.4!                           +         *!!         .    .    .      0  !
 1977.1!                                  +   *!         .    .    0         !
 1977.2!                                    + !!         .    0    .         !
 1977.3!                                  +   !!         .    0    .         !
 1977.4!                              * +     !!         . 0  .    .         !
 1978.1!                             +*       !!         .    .0   .         !
 1978.2!                      *      +        !!     0   .    .    .         !
 1978.3!                      +*              !!         .    . 0  .         !
 1978.4!                      + *             !!         .    . 0  .         !
 1979.1!                       +   *          !!         .    .   0.         !
 1979.2!                        * +           !!         . 0  .    .         !
 1979.3!                       +        *     !!         .    .    .     0   !
 1979.4!                            * +       !!         .  0 .    .         !
 1980.1!                           +  *       !!         .    .   0.         !
 1980.2!                             + *      !!         .    .  0 .         !
 1980.3!                              +    *  !!         .    .    .0        !
 1980.4!                            *    +    !!       0 .    .    .         !
 1981.1!                      *    +          !!        0.    .    .         !
 1981.2!                      + *             !!         .    . 0  .         !
 1981.3!                        + *           !!         .    .  0 .         !
 1981.4!                         +            !!         .    0    .         !
 1982.1!                      *  +            !!         . 0  .    .         !
 1982.2!                      +   *           !!         .    .    0         !
 1982.3!                          + *         !!         .    .  0 .         !
 1982.4!                        *  +          !!         .0   .    .         !
 1983.1!                       +*             !!         .    0    .         !
 1983.2!                      * +             !!         . 0  .    .         !
 1983.3!                      + *             !!         .    .  0 .         !
 1983.4!                       *+             !!         .   0.    .         !
 1984.1!                       +  *           !!         .    .   0.         !
 1984.2!                    *    +            !!       0 .    .    .         !
 1984.3!                    +    *            !!         .    .    .0        !
 1984.4!                     *   +            !!         .0   .    .         !
 1985.1!                      +  *            !!         .    .   0.         !
 1985.2!                         +  *         !!         .    .   0.         !
 1985.3!                           +          !!         .    0    .         !
 1985.4!                       *   +          !!         .0   .    .         !
 1986.1!                       + *            !!         .    . 0  .         !
 1986.2!                       * +            !!         .  0 .    .         !
 1986.3!                        +*            !!         .    . 0  .         !
 1986.4!                       * +            !!         . 0  .    .         !
 1987.1!                    *  +              !!         .0   .    .         !
 1987.2!                    + *               !!         .    .  0 .         !
 1987.3!                     *+               !!         .  0 .    .         !
 1987.4!               *     +                !!      0  .    .    .         !
 1988.1!               +  *                   !!         .    .   0.         !
 1988.2!                 *+                   !!         .   0.    .         !
 1988.3!                *+                    !!         .  0 .    .         !
 1988.4!              * +                     !!         . 0  .    .         !
 1989.1!              +          *            !!         .    .    .        0!
 1989.2!               *        +             !!  0      .    .    .         !
 1989.3!            *  +                      !!         .0   .    .         !
 1989.4!            + *                       !!         .    .  0 .         !
 1990.1!               +*                     !!         .    . 0  .         !
 1990.2!             *   +                    !!         0    .    .         !
 1990.3!              +*                      !!         .    . 0  .         !
 1990.4!             *  +                     !!         . 0  .    .         !
 1991.1!              +                       !!         .   0.    .         !
 1991.2!              *+                      !!         .   0.    .         !
 1991.3!               + *                    !!         .    .  0 .         !
 1991.4!              *   +                   !!         .0   .    .         !
 1992.1!               +    *                 !!         .    .    .0        !
 1992.2!                 *   +                !!         0    .    .         !
 1992.3!                 +*                   !!         .    .0   .         !
 1992.4!               *   +                  !!         0    .    .         !
 1993.1!               + *                    !!         .    . 0  .         !
 1993.2!                  + *                 !!         .    .  0 .         !
 1993.3!                    +*                !!         .    . 0  .         !
 1993.4!                    * +               !!         .   0.    .         !
 1994.1!                    +                 !!         .    0    .         !
 1994.2!                   *+                 !!         .   0.    .         !
 1994.3!                   +*                 !!         .    . 0  .         !
 1994.4!                  * +                 !!         .  0 .    .         !
 1995.1!                  + *                 !!         .    .  0 .         !
 1995.2!                    +                 !!         .    0    .         !
 1995.3!                    + *               !!         .    .  0 .         !
 1995.4!                      +*              !!         .    .0   .         !
 1996.1!                      +  *            !!         .    .  0 .         !
 1996.2!                        +             !!         .    0    .         !
 1996.3!                       +              !!         .    .0   .         !
 1996.4!                    *  +              !!         .0   .    .         !
 1997.1!                  *+                  !!         .  0 .    .         !
 1997.2!                * +                   !!         .  0 .    .         !
 1997.3!                +   *                 !!         .    .   0.         !
 1997.4!                 *  +                 !!         .0   .    .         !
 1998.1!                *+                    !!         .   0.    .         !
 1998.2!                 + *                  !!         .    .  0 .         !
 1998.3!                   +                  !!         .    0    .         !
 1998.4!                   *+                 !!         .   0.    .         !
 1999.1!                    +                 !!         .    0    .         !
 1999.2!                  * +                 !!         .  0 .    .         !
 1999.3!                  +  *                !!         .    .   0.         !
 1999.4!                    *+                !!         .   0.    .         !
 2000.1!                  *  +                !!         . 0  .    .         !
 2000.2!                   +                  !!         .    .0   .         !
 2000.3!                   +                  !!         .   0.    .         !
 2000.4!                  *+                  !!         .   0.    .         !
 2001.1!                  + *                 !!         .    . 0  .         !
 2001.2!                 *  +                 !!         .0   .    .         !
 2001.3!                 +                    !!         .   0.    .         !
 2001.4!              *  +                    !!         .0   .    .         !
 2002.1!               +*                     !!         .    . 0  .         !
 2002.2!             *  +                     !!         0    .    .         !
 2002.3!              +                       !!         .    0    .         !
 2002.4!          *    +                      !!        0.    .    .         !
 2003.1!           +  *                       !!         .    .   0.         !
 2003.2!          *    +                      !!       0 .    .    .         !
 2003.3!           +*                         !!         .    . 0  .         !
 2003.4!       *     +                        !!       0 .    .    .         !
 2004.1!        +*                            !!         .    .0   .         !
 2004.2!         *+                           !!         .   0.    .         !
 2004.3!         +                            !!         .    0    .         !
 2004.4!     *    +                           !!         0    .    .         !
 2005.1!      +                               !!         .    0    .         !
 2005.2!      *+                              !!         .   0.    .         !
 2005.3!     *+                               !!         .   0.    .         !
 2005.4!     *+                               !!         .  0 .    .         !
 2006.1!   *  +                               !!         . 0  .    .         !
 2006.2!    *+                                !!         .   0.    .         !
 2006.3!    *+                                !!         .   0.    .         !
 2006.4!*    +                                !!        0.    .    .         !
 2007.1! + *                                  !!         .    . 0  .         !
 2007.2!   *+                                 !!         .  0 .    .         !
 2007.3!  * +                                 !!         .  0 .    .         !
 2007.4!* +                                   !!         . 0  .    .         !
 2008.1! + *                                  !!         .    . 0  .         !
 2008.2! * +                                  !!         .  0 .    .         !
 2008.3!  +                                   !!         .    .0   .         !
 2008.4!   +                                  !!         .    0    .         !
 2009.1!     +     *                          !!         .    .    .  0      !
 2009.2!          * +                         !!         .  0 .    .         !
 2009.3!       *  +                           !!         0    .    .         !
 2009.4!    *  +                              !!         0    .    .         !
 2010.1!    +   *                             !!         .    .   0.         !
 2010.2!      * +                             !!         .  0 .    .         !
 2010.3!   *   +                              !!         .0   .    .         !
 2010.4! *  +                                 !!         .0   .    .         !
 2011.1* +                                    !!         . 0  .    .         !
 2011.2!+                                     !!         .    0    .         !
 2011.3*+                                     !!         .   0.    .         !
 2011.4!+*                                    !!         .    .0   .         !
 2012.1!  + *                                 !!         .    .  0 .         !
 2012.2! *  +                                 !!         .0   .    .         !
 2012.3! *+                                   !!         .  0 .    .         !
 2012.4!* +                                   !!         .  0 .    .         !


     25.00 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@@EQ 2703 LAASAHK C LASAHK(-1) PSAHK;SMPL 1984.2 2012.4;OLS;EST 2703 PLOT=0;EN
@@EQ 2704 LAAVEHK C LAVEHK(-1) PVEHK;SMPL 1988.3 2012.4;OLS;EST 2704 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCOHK=COPX$Q/HKPMM;                                                     
 GENR LAACOHK=LOG(AACOHK+.00001);                                             
 GENR LACOHK=LOG(ACOHK+.00001);                                               
 LHS AACOHK=EXP(LAACOHK)-.00001;                                              
  EQ 2705 LAACOHK C LACOHK(-1) PCOHK;                                         
EQUATION 1482  LAACOHK  
   RHS     C  LACOHK(-1)  PCOHK  
 SMPL 1986.3 2012.4;                                                          
Sample period is now  1986.3 to  2012.4 Internally:   139 to   244
 OLS;EST 1482 PLOT=0;END;                                                     

Equation number = 1482
**********************

Dependent variable = LAACOHK 

 1986.3 -   2012.4,    0 missing obs.,  106 obs. used.

Mean of dependent variable       -8.830034487

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.900697695       0.658916594  -4.40222     1.000000
14855 LACOHK  ( -1)       0.644445977       0.074124585   8.69409    -8.862997
14853 PCOHK   (  0)      -0.208559175       0.377581814  -0.55235     1.043417

SE of equation            =     0.652528167
Sum of squared residuals  =  43.8566799       0.852740101E-11
Average absolute error    =     0.474298910
Sum of ABS residuals      =  50.2756845    
R squared                 =   0.45716
Durbin-Watson statistic   =   2.34164
SMPL and No. Obs.         = 1986.3   2012.4    106

Plot of actual(*) and fitted(+) values and residuals(0)


 1986.3!    +         *                       !!         .    .    .  0      !
 1986.4*               +                      !! 0       .    .    .         !
 1987.1!      +    *                          !!         .    .   0.         !
 1987.2!             +                        !!         .    0    .         !
 1987.3!      *        +                      !!      0  .    .    .         !
 1987.4!          +                  *        !!         .    .    .         0
 1988.1!                        *+            !!         .    0    .         !
 1988.2!                      + *             !!         .    .0   .         !
 1988.3!                      +   *           !!         .    .   0.         !
 1988.4!                 *      +             !!         0    .    .         !
 1989.1!                  +       *           !!         .    .    . 0       !
 1989.2!                       +      *       !!         .    .    .0        !
 1989.3!                       *  +           !!         . 0  .    .         !
 1989.4!                      +         *     !!         .    .    .   0     !
 1990.1!                            +*        !!         .    .0   .         !
 1990.2!             *           +            !!    0    .    .    .         !
 1990.3!                +          *          !!         .    .    .   0     !
 1990.4!                *       +             !!       0 .    .    .         !
 1991.1!               * +                    !!         .   0.    .         !
 1991.2!               * +                    !!         .   0.    .         !
 1991.3!                 +   *                !!         .    .   0.         !
 1991.4!                    *+                !!         .   0.    .         !
 1992.1!                    +    *            !!         .    .   0.         !
 1992.2!                       +   *          !!         .    .  0 .         !
 1992.3!                         +  *         !!         .    .  0 .         !
 1992.4!                     *   +            !!         . 0  .    .         !
 1993.1!                     +         *      !!         .    .    .  0      !
 1993.2!                          *+          !!         .   0.    .         !
 1993.3!                        +             *!         .    .    .      0  !
 1993.4!                                + *   !!         .    . 0  .         !
 1994.1!                          *  +        !!         .  0 .    .         !
 1994.2!                       *+             !!         .    0    .         !
 1994.3!                      +       *       !!         .    .    . 0       !
 1994.4!                          +   *       !!         .    .  0 .         !
 1995.1!                          +           !!         .    0    .         !
 1995.2!                       +       *      !!         .    .    . 0       !
 1995.3!                           +    *     !!         .    .   0.         !
 1995.4!                            +       * !!         .    .    . 0       !
 1996.1!                *             +       !!  0      .    .    .         !
 1996.2!               * +                    !!         .  0 .    .         !
 1996.3!                +*                    !!         .    0    .         !
 1996.4!                  +     *             !!         .    .    0         !
 1997.1!                  *   +               !!         . 0  .    .         !
 1997.2!                * +                   !!         .  0 .    .         !
 1997.3!                 +*                   !!         .    .0   .         !
 1997.4!               *  +                   !!         . 0  .    .         !
 1998.1!           *    +                     !!         .0   .    .         !
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 1998.3!         *      +                     !!        0.    .    .         !
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 2001.1!                * +                   !!         .  0 .    .         !
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 2002.1!            *     +                   !!         0    .    .         !
 2002.2!               +*                     !!         .    .0   .         !
 2002.3!                 +*                   !!         .    0    .         !
 2002.4!                  +                   !!         .    0    .         !
 2003.1!              *   +                   !!         . 0  .    .         !
 2003.2!                + *                   !!         .    .0   .         !
 2003.3!             *    +                   !!         .0   .    .         !
 2003.4!              *+                      !!         .   0.    .         !
 2004.1!               *+                     !!         .   0.    .         !
 2004.2!               *+                     !!         .   0.    .         !
 2004.3!             *  +                     !!         . 0  .    .         !
 2004.4!             * +                      !!         .  0 .    .         !
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 2005.2!          *   +                       !!         . 0  .    .         !
 2005.3!        *    +                        !!         .0   .    .         !
 2005.4!         *  +                         !!         .  0 .    .         !
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 2006.2!        *  +                          !!         . 0  .    .         !
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 2006.4!          *+                          !!         .   0.    .         !
 2007.1!          *  +                        !!         .  0 .    .         !
 2007.2!           * +                        !!         .  0 .    .         !
 2007.3!            * +                       !!         .   0.    .         !
 2007.4!           *  +                       !!         . 0  .    .         !
 2008.1!          *  +                        !!         . 0  .    .         !
 2008.2!             +  *                     !!         .    .  0 .         !
 2008.3!            *   +                     !!         . 0  .    .         !
 2008.4!            * +                       !!         .  0 .    .         !
 2009.1!              +        *              !!         .    .    . 0       !
 2009.2!                    *+                !!         .   0.    .         !
 2009.3!                 * +                  !!         .   0.    .         !
 2009.4!               * +                    !!         .   0.    .         !
 2010.1!             *  +                     !!         .  0 .    .         !
 2010.2!              *+                      !!         .    0    .         !
 2010.3!               +                      !!         .    0    .         !
 2010.4!                +  *                  !!         .    .  0 .         !
 2011.1!             *    +                   !!         .0   .    .         !
 2011.2!              *+                      !!         .   0.    .         !
 2011.3!               + *                    !!         .    . 0  .         !
 2011.4!             *   +                    !!         .0   .    .         !
 2012.1!              +                 *     !!         .    .    .        0!
 2012.2!                          +  *        !!         .    . 0  .         !
 2012.3!                         +     *      !!         .    .    0         !
 2012.4!                          + *         !!         .    .0   .         !


     21.70 percent of the residuals exceed 1 SE
      5.66 percent of the residuals exceed 2 SE
@@EQ 2706 LAAJOHK C LAJOHK(-1) PJOHK;SMPL 1992.3 2012.4;OLS;EST 2706 PLOT=0;EN
@@EQ 2707 LAASYHK C LASYHK(-1) PSYHK;SMPL 1998.3 2012.4;OLS;EST 2707 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDHK=IDPX$Q/HKPMM;                                                     
 GENR LAAIDHK=LOG(AAIDHK+.00001);                                             
 GENR LAIDHK=LOG(AIDHK+.00001);                                               
 LHS AAIDHK=EXP(LAAIDHK)-.00001;                                              
  EQ 2708 LAAIDHK C LAIDHK(-1) PIDHK;                                         
EQUATION 1483  LAAIDHK  
   RHS     C  LAIDHK(-1)  PIDHK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1483 PLOT=0;END;                                                     

Equation number = 1483
**********************

Dependent variable = LAAIDHK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.583406633

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.458082196       0.164422769  -2.78600     1.000000
14858 LAIDHK  ( -1)       0.862818208       0.035826694  24.08311    -4.586065
14856 PIDHK   (  0)      -0.157212495       0.089267236  -1.76114     1.071060

SE of equation            =     0.218179026
Sum of squared residuals  =  8.80638614       0.383693077E-12
Average absolute error    =     0.149018706
Sum of ABS residuals      =  28.0155167    
R squared                 =   0.78300
Durbin-Watson statistic   =   1.85394
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                  *+                  !!           .  0  .           !
 1966.2!                  *+                  !!           .  0  .           !
 1966.3!                * +                   !!           .0 .  .           !
 1966.4!                +                     !!           .  0  .           !
 1967.1!                +                     !!           . 0.  .           !
 1967.2!               *+                     !!           . 0.  .           !
 1967.3!               + *                    !!           .  .0 .           !
 1967.4!                 +*                   !!           .  .0 .           !
 1968.1!                  +                   !!           .  0  .           !
 1968.2!                  *+                  !!           .  0  .           !
 1968.3!                  +                   !!           .  0  .           !
 1968.4!                  +*                  !!           .  .0 .           !
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 1969.2!                   *+                 !!           . 0.  .           !
 1969.3!                   +                  !!           .  0  .           !
 1969.4!                   +                  !!           .  0  .           !
 1970.1!                    +                 !!           .  .0 .           !
 1970.2!                   *+                 !!           . 0.  .           !
 1970.3!                   +                  !!           .  0  .           !
 1970.4!                   + *                !!           .  .0 .           !
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 1971.2!                   +                  !!           .  0  .           !
 1971.3!                   +                  !!           .  0  .           !
 1971.4!                    +*                !!           .  .0 .           !
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 1973.1!               *    +                 !!          0.  .  .           !
 1973.2!         *      +                     !!        0  .  .  .           !
 1973.3!           +         *                !!           .  .  .    0      !
 1973.4!                     +        *       !!           .  .  .   0       !
 1974.1!                          *  +        !!           0  .  .           !
 1974.2!                     *    +           !!          0.  .  .           !
 1974.3!                *    +                !!          0.  .  .           !
 1974.4!                 + *                  !!           .  .0 .           !
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 1977.4!                   *    +             !!          0.  .  .           !
 1978.1!                  * +                 !!           . 0.  .           !
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 1978.3!                      +*              !!           .  .0 .           !
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 1980.1!                *    +                !!          0.  .  .           !
 1980.2!                 +      *             !!           .  .  . 0         !
 1980.3!                        + *           !!           .  .0 .           !
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 1981.1!           *                  +       !0           .  .  .           !
 1981.2*             +                        !!  0        .  .  .           !
 1981.3!   + *                                !!           .  .0 .           !
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 1982.3!                     *    +           !!          0.  .  .           !
 1982.4!                      +               !!           .  0  .           !
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 1983.2!                        +   *         !!           .  .  .0          !
 1983.3!                     *      +         !!        0  .  .  .           !
 1983.4!                  *   +               !!           .0 .  .           !
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 1984.3!                *    +                !!          0.  .  .           !
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 1989.1!                    +    *            !!           .  .  .0          !
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 1991.4!                    * +               !!           . 0.  .           !
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 1992.4!                    * +               !!           .0 .  .           !
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 1993.3!                             + *      !!           .  . 0.           !
 1993.4!                              +       !!           .  0  .           !
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 1996.1!                                  +   !!           .  0  .           !
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 1998.4!                                +  *  !!           .  . 0.           !
 1999.1!                                  +  *!!           .  .  0           !
 1999.2!                                    + !!           .  0  .           !
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 2000.1!                                    + *!           .  . 0.           !
 2000.2!                                     +!!           .  0  .           !
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 2001.4!                                   +  !!           .  0  .           !
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 2002.2!                                   +  !!           .  0  .           !
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 2003.3!                               + *    !!           .  . 0.           !
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 2005.4!                            *  +      !!           .0 .  .           !
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 2006.4!                           +*         !!           .  .0 .           !
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 2007.3!                             +*       !!           .  .0 .           !
 2007.4!                             +*       !!           .  .0 .           !
 2008.1!                             +*       !!           .  .0 .           !
 2008.2!                             +*       !!           .  .0 .           !
 2008.3!                             +  *     !!           .  .  0           !
 2008.4!                               + *    !!           .  .0 .           !
 2009.1!                                +  *  !!           .  . 0.           !
 2009.2!                                 +    !!           .  0  .           !
 2009.3!                                +   * !!           .  .  0           !
 2009.4!                               *  +   !!           .0 .  .           !
 2010.1!                              +    *  !!           .  .  .0          !
 2010.2!                                 +    !!           .  0  .           !
 2010.3!                               *+     !!           .  0  .           !
 2010.4!                              +*      !!           .  .0 .           !
 2011.1!                              +  *    !!           .  .  0           !
 2011.2!                               +*     !!           .  .0 .           !
 2011.3!                              +*      !!           .  .0 .           !
 2011.4!                              + *     !!           .  . 0.           !
 2012.1!                              +  *    !!           .  . 0.           !
 2012.2!                               +*     !!           .  0  .           !
 2012.3!                              +  *    !!           .  . 0.           !
 2012.4!                           *   +      !!           0  .  .           !


     21.28 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAHK=MAPX$Q/HKPMM;                                                     
 GENR LAAMAHK=LOG(AAMAHK+.00001);                                             
 GENR LAMAHK=LOG(AMAHK+.00001);                                               
 LHS AAMAHK=EXP(LAAMAHK)-.00001;                                              
  EQ 2709 LAAMAHK C LAMAHK(-1) PMAHK;                                         
EQUATION 1484  LAAMAHK  
   RHS     C  LAMAHK(-1)  PMAHK  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST 1484 PLOT=0;END;                                                     

Equation number = 1484
**********************

Dependent variable = LAAMAHK 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -4.178420782

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.134565962       0.067317302  -1.99898     1.000000
14861 LAMAHK  ( -1)       0.913142752       0.021948984  41.60296    -4.183897
14859 PMAHK   (  0)      -0.210006058       0.058436565  -3.59374     1.063587

SE of equation            =     0.127735253
Sum of squared residuals  =  2.92061677      -0.211093365E-10
Average absolute error    =     0.101481378
Sum of ABS residuals      =  18.4696109    
R squared                 =   0.95388
Durbin-Watson statistic   =   2.40127
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3! +  *                                 !!         .    .    .0        !
 1967.4!    +*                                !!         .    .0   .         !
 1968.1!     +                                !!         .    0    .         !
 1968.2!    * +                               !!         .0   .    .         !
 1968.3!     +*                               !!         .    .0   .         !
 1968.4!       +*                             !!         .    . 0  .         !
 1969.1!         +  *                         !!         .    .    0         !
 1969.2!         *  +                         !!      0  .    .    .         !
 1969.3!        * +                           !!         . 0  .    .         !
 1969.4!         +                            !!         .    0    .         !
 1970.1!       *  +                           !!         0    .    .         !
 1970.2!     *  +                             !!         0    .    .         !
 1970.3!     +*                               !!         .    .0   .         !
 1970.4!       + *                            !!         .    .    0         !
 1971.1!        * +                           !!         .  0 .    .         !
 1971.2!         +                            !!         .    .0   .         !
 1971.3!          +*                          !!         .    . 0  .         !
 1971.4!           +*                         !!         .    .0   .         !
 1972.1!            +                         !!         .   0.    .         !
 1972.2!             + *                      !!         .    .  0 .         !
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 1972.4!               *+                     !!         . 0  .    .         !
 1973.1!              * +                     !!         .0   .    .         !
 1973.2!            * +                       !!         0    .    .         !
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 1973.4!         *+                           !!         .  0 .    .         !
 1974.1!    *   +                             !!      0  .    .    .         !
 1974.2!    +*                                !!         .    . 0  .         !
 1974.3!   * +                                !!         . 0  .    .         !
 1974.4!   +   *                              !!         .    .    .   0     !
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 1975.2!   *   +                              !!     0   .    .    .         !
 1975.3!    +                                 !!         .    .0   .         !
 1975.4!     +*                               !!         .    .0   .         !
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 1977.4!      * +                             !!         . 0  .    .         !
 1978.1!   *   +                              !!    0    .    .    .         !
 1978.2!   + *                                !!         .    .   0.         !
 1978.3!     +                                !!         .    0    .         !
 1978.4!     + *                              !!         .    .  0 .         !
 1979.1!       +*                             !!         .    . 0  .         !
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 1979.3!       + *                            !!         .    .   0.         !
 1979.4!        +*                            !!         .    .0   .         !
 1980.1!        +      *                      !!         .    .    .         0
 1980.2!              +*                      !!         .    0    .         !
 1980.3!              + *                     !!         .    .   0.         !
 1980.4!          *    +                      !!   0     .    .    .         !
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 1981.2!      *  +                            !!        0.    .    .         !
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 1981.4!        +*                            !!         .    .0   .         !
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 1982.4!       * +                            !!         0    .    .         !
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 1983.4!       *   +                          !!    0    .    .    .         !
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 1984.2! *  +                                 !!        0.    .    .         !
 1984.3! + *                                  !!         .    .    0         !
 1984.4!    +                                 !!         .    .0   .         !
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 1985.2*    +                                 !!    0    .    .    .         !
 1985.3!+   *                                 !!         .    .    .  0      !
 1985.4!    *+                                !!         .  0 .    .         !
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 1986.2!            +  *                      !!         .    .    .0        !
 1986.3!                 + *                  !!         .    .    0         !
 1986.4!                  *  +                !!        0.    .    .         !
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 1988.1!                 +   *                !!         .    .    .    0    !
 1988.2!                  *   +               !!     0   .    .    .         !
 1988.3!                   +*                 !!         .    . 0  .         !
 1988.4!                  *  +                !!        0.    .    .         !
 1989.1!                   +*                 !!         .    . 0  .         !
 1989.2!                   * +                !!        0.    .    .         !
 1989.3!                    +                 !!         .    0    .         !
 1989.4!                     +*               !!         .    .0   .         !
 1990.1!                       +  *           !!         .    .    0         !
 1990.2!                        *  +          !!        0.    .    .         !
 1990.3!                       * +            !!         .0   .    .         !
 1990.4!                  *     +             !!0        .    .    .         !
 1991.1!                   +   *              !!         .    .    .    0    !
 1991.2!                       *+             !!         . 0  .    .         !
 1991.3!                        +             !!         .    0    .         !
 1991.4!                       * +            !!         0    .    .         !
 1992.1!                        +             !!         .    .0   .         !
 1992.2!                         +            !!         .   0.    .         !
 1992.3!                         *+           !!         .  0 .    .         !
 1992.4!                       * +            !!         0    .    .         !
 1993.1!                        +    *        !!         .    .    .     0   !
 1993.2!                             +        !!         .   0.    .         !
 1993.3!                             + *      !!         .    .   0.         !
 1993.4!                               +      !!         .  0 .    .         !
 1994.1!                               +  *   !!         .    .    .0        !
 1994.2!                               *  +   !!        0.    .    .         !
 1994.3!                               +      !!         .    .0   .         !
 1994.4!                            * +       !!         0    .    .         !
 1995.1!                           +  *       !!         .    .    0         !
 1995.2!                              + *     !!         .    .   0.         !
 1995.3!                               +  *   !!         .    .    . 0       !
 1995.4!                                  +   !!         .    .0   .         !
 1996.1!                                 +    *!         .    .    .    0    !
 1996.2!                                    *+!!         . 0  .    .         !
 1996.3!                                   + *!!         .    .  0 .         !
 1996.4!                                  * + !!         .0   .    .         !
 1997.1!                                 + *  !!         .    .    0         !
 1997.2!                                * +   !!         0    .    .         !
 1997.3!                                +*    !!         .    .  0 .         !
 1997.4!                               * +    !!         . 0  .    .         !
 1998.1!                               + *    !!         .    .   0.         !
 1998.2!                               *+     !!         .  0 .    .         !
 1998.3!                               +      !!         .   0.    .         !
 1998.4!                              +*      !!         .    . 0  .         !
 1999.1!                               +  *   !!         .    .    .  0      !
 1999.2!                                  +   !!         .    .0   .         !
 1999.3!                                 +    !!         .    0    .         !
 1999.4!                                 +    !!         .    0    .         !
 2000.1!                                +*    !!         .    . 0  .         !
 2000.2!                                +*    !!         .    .0   .         !
 2000.3!                                +  *  !!         .    .    . 0       !
 2000.4!                               *  +   !!        0.    .    .         !
 2001.1!                               +      !!         .    .0   .         !
 2001.2!                              +*      !!         .    .0   .         !
 2001.3!                              +*      !!         .    .0   .         !
 2001.4!                              +*      !!         .    . 0  .         !
 2002.1!                              +  *    !!         .    .    . 0       !
 2002.2!                                +     !!         .    0    .         !
 2002.3!                               +  *   !!         .    .    . 0       !
 2002.4!                                 + *  !!         .    .   0.         !
 2003.1!                                  +  *!!         .    .    .0        !
 2003.2!                                   +  !!         .   0.    .         !
 2003.3!                                  +*  !!         .    .  0 .         !
 2003.4!                                 *+   !!         . 0  .    .         !
 2004.1!                                +  *  !!         .    .    .0        !
 2004.2!                                  +*  !!         .    .0   .         !
 2004.3!                                 *+   !!         .   0.    .         !
 2004.4!                                +     !!         .  0 .    .         !
 2005.1!                               +   *  !!         .    .    .   0     !
 2005.2!                                  +   !!         .   0.    .         !
 2005.3!                                 +*   !!         .    . 0  .         !
 2005.4!                              *  +    !!       0 .    .    .         !
 2006.1!                              +  *    !!         .    .    .  0      !
 2006.2!                               * +    !!         .0   .    .         !
 2006.3!                              +       !!         .  0 .    .         !
 2006.4!                          *  +        !!       0 .    .    .         !
 2007.1!                          +  *        !!         .    .    .0        !
 2007.2!                            *+        !!         .  0 .    .         !
 2007.3!                            +         !!         .    .0   .         !
 2007.4!                            +*        !!         .    .0   .         !
 2008.1!                           * +        !!         . 0  .    .         !
 2008.2!                            +    *    !!         .    .    .     0   !
 2008.3!                              *  +    !!        0.    .    .         !
 2008.4!                         *    +       !!    0    .    .    .         !
 2009.1!                         +    *       !!         .    .    .    0    !
 2009.2!                             +        !!         .   0.    .         !
 2009.3!                            + *       !!         .    .   0.         !
 2009.4!                             *+       !!         .  0 .    .         !
 2010.1!                             +  *     !!         .    .    .0        !
 2010.2!                             * +      !!         0    .    .         !
 2010.3!                            *+        !!         .  0 .    .         !
 2010.4!                           *+         !!         .  0 .    .         !
 2011.1!                           +  *       !!         .    .    0         !
 2011.2!                           *  +       !!       0 .    .    .         !
 2011.3!                           +          !!         .    0    .         !
 2011.4!                        *  +          !!        0.    .    .         !
 2012.1!                        +  *          !!         .    .    .0        !
 2012.2!                       *   +          !!     0   .    .    .         !
 2012.3!                       +*             !!         .    .0   .         !
 2012.4!                    *   +             !!     0   .    .    .         !


     34.07 percent of the residuals exceed 1 SE
      3.30 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPAHK=PAPX$Q/HKPMM;                                                     
 GENR LAAPAHK=LOG(AAPAHK+.00001);                                             
 GENR LAPAHK=LOG(APAHK+.00001);                                               
 LHS AAPAHK=EXP(LAAPAHK)-.00001;                                              
  EQ 2710 LAAPAHK C LAPAHK(-1) PPAHK;                                         
EQUATION 1485  LAAPAHK  
   RHS     C  LAPAHK(-1)  PPAHK  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST 1485 PLOT=0;END;                                                     

Equation number = 1485
**********************

Dependent variable = LAAPAHK 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -5.686162428

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.217994393       0.294535832  -0.74013     1.000000
14864 LAPAHK  ( -1)       0.935048249       0.028810601  32.45501    -5.661035
14862 PPAHK   (  0)      -0.152126825       0.184496438  -0.82455     1.149219

SE of equation            =     0.317540372
Sum of squared residuals  =  16.0322702       0.128563826E-10
Average absolute error    =     0.223334079
Sum of ABS residuals      =  36.1801208    
R squared                 =   0.87282
Durbin-Watson statistic   =   2.28225
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!                                    + *!          .   .   0          !
 1972.4!                                    + *!          .   . 0 .          !
 1973.1!                                    + !!          .   0   .          !
 1973.2!                                 * +  !!          .0  .   .          !
 1973.3!                               +   *  !!          .   .   . 0        !
 1973.4!                                 +    !!          .   0   .          !
 1974.1!                        *      +      !!   0      .   .   .          !
 1974.2!                       +   *          !!          .   .   . 0        !
 1974.3!                          +*          !!          .   .0  .          !
 1974.4!                          +  *        !!          .   .   . 0        !
 1975.1!                            +  *      !!          .   .   0          !
 1975.2!                              +    *  !!          .   .   .   0      !
 1975.3!                                  +*  !!          .   . 0 .          !
 1975.4!                                 +*   !!          .   .0  .          !
 1976.1!                                 + *  !!          .   .  0.          !
 1976.2!                            *    +    !!      0   .   .   .          !
 1976.3!                           + *        !!          .   .  0.          !
 1976.4!                        *   +         !!        0 .   .   .          !
 1977.1!                       +              !!          .   0   .          !
 1977.2!                      +*              !!          .   . 0 .          !
 1977.3!              *        +              !!0         .   .   .          !
 1977.4!              +       *               !!          .   .   .       0  !
 1978.1!                     +  *             !!          .   .   .0         !
 1978.2!                       +              !!          .  0.   .          !
 1978.3!                      +               !!          .   0   .          !
 1978.4!                     +     *          !!          .   .   .    0     !
 1979.1!                        *+            !!          . 0 .   .          !
 1979.2!                    *  +              !!         0.   .   .          !
 1979.3!                   +   *              !!          .   .   . 0        !
 1979.4!                      +  *            !!          .   .   0          !
 1980.1!                        +    *        !!          .   .   .    0     !
 1980.2!                         *  +         !!          0   .   .          !
 1980.3!                        +             !!          .  0.   .          !
 1980.4!                       +              !!          .   0   .          !
 1981.1!                 *    +               !!      0   .   .   .          !
 1981.2!                + *                   !!          .   .  0.          !
 1981.3!                * +                   !!          . 0 .   .          !
 1981.4!               *+                     !!          . 0 .   .          !
 1982.1!               +  *                   !!          .   .   .0         !
 1982.2!                 +     *              !!          .   .   .    0     !
 1982.3!                    *  +              !!         0.   .   .          !
 1982.4!                  *+                  !!          . 0 .   .          !
 1983.1!                 +    *               !!          .   .   .  0       !
 1983.2!                     +                !!          .   0   .          !
 1983.3!               *     +                !!     0    .   .   .          !
 1983.4!         *     +                      !!     0    .   .   .          !
 1984.1!    *    +                            !!      0   .   .   .          !
 1984.2!    +                                 !!          .  0.   .          !
 1984.3!    +                                 !!          .   0   .          !
 1984.4!     +       *                        !!          .   .   .        0 !
 1985.1!             +*                       !!          .   .0  .          !
 1985.2!              +  *                    !!          .   .   .0         !
 1985.3!             *   +                    !!        0 .   .   .          !
 1985.4!             +   *                    !!          .   .   . 0        !
 1986.1!             *  +                     !!         0.   .   .          !
 1986.2!             +                        !!          .   0   .          !
 1986.3!             +  *                     !!          .   .   .0         !
 1986.4!           *    +                     !!       0  .   .   .          !
 1987.1!           + *                        !!          .   .  0.          !
 1987.2!             +                        !!          .   .0  .          !
 1987.3!           * +                        !!          .0  .   .          !
 1987.4!            +                         !!          .   .0  .          !
 1988.1!            +    *                    !!          .   .   .   0      !
 1988.2!                 +                    !!          .   .0  .          !
 1988.3!                 +*                   !!          .   .0  .          !
 1988.4!           *      +                   !!   0      .   .   .          !
 1989.1!           +         *                !!          .   .   .          0
 1989.2!                  *  +                !!          0   .   .          !
 1989.3!            *     +                   !!    0     .   .   .          !
 1989.4!            +     *                   !!          .   .   .     0    !
 1990.1!                 *+                   !!          . 0 .   .          !
 1990.2!               * +                    !!          .0  .   .          !
 1990.3!               + *                    !!          .   . 0 .          !
 1990.4!                 +   *                !!          .   .   .  0       !
 1991.1!                    *+                !!          . 0 .   .          !
 1991.2!                    +                 !!          .   .0  .          !
 1991.3!                   *+                 !!          .  0.   .          !
 1991.4!                   +*                 !!          .   . 0 .          !
 1992.1!                    + *               !!          .   .  0.          !
 1992.2!                      +*              !!          .   . 0 .          !
 1992.3!                     * +              !!          0   .   .          !
 1992.4!                    + *               !!          .   .  0.          !
 1993.1!                     *+               !!          .  0.   .          !
 1993.2!                 *   +                !!        0 .   .   .          !
 1993.3!                 +*                   !!          .   .0  .          !
 1993.4!                  +*                  !!          .   . 0 .          !
 1994.1!                   +   *              !!          .   .   . 0        !
 1994.2!                      *+              !!          . 0 .   .          !
 1994.3!                   * +                !!          .0  .   .          !
 1994.4!                  *+                  !!          .  0.   .          !
 1995.1!                 *+                   !!          . 0 .   .          !
 1995.2!                 +                    !!          .   .0  .          !
 1995.3!                 +*                   !!          .   .0  .          !
 1995.4!                 +   *                !!          .   .   . 0        !
 1996.1!                     + *              !!          .   .   0          !
 1996.2!                      *+              !!          .  0.   .          !
 1996.3!                    *+                !!          . 0 .   .          !
 1996.4!                    + *               !!          .   .   0          !
 1997.1!                     *+               !!          . 0 .   .          !
 1997.2!                   *+                 !!          .0  .   .          !
 1997.3!                  +                   !!          .   0   .          !
 1997.4!                 +*                   !!          .   0   .          !
 1998.1!                *+                    !!          . 0 .   .          !
 1998.2!                +                     !!          .   0   .          !
 1998.3!               +   *                  !!          .   .   .0         !
 1998.4!                  +*                  !!          .   . 0 .          !
 1999.1!                   +                  !!          .   0   .          !
 1999.2!                  +                   !!          .  0.   .          !
 1999.3!                 +                    !!          .  0.   .          !
 1999.4!                 +                    !!          .   .0  .          !
 2000.1!                 +*                   !!          .   .0  .          !
 2000.2!                 *+                   !!          .   0   .          !
 2000.3!                *+                    !!          .  0.   .          !
 2000.4!                +                     !!          .   0   .          !
 2001.1!                +*                    !!          .   .0  .          !
 2001.2!                 +                    !!          .   0   .          !
 2001.3!               * +                    !!          . 0 .   .          !
 2001.4!               +*                     !!          .   0   .          !
 2002.1!                +                     !!          .   0   .          !
 2002.2!                +                     !!          .   0   .          !
 2002.3!               *+                     !!          .  0.   .          !
 2002.4!                +                     !!          .   .0  .          !
 2003.1!                +*                    !!          .   0   .          !
 2003.2!               * +                    !!          .0  .   .          !
 2003.3!              *+                      !!          . 0 .   .          !
 2003.4!              +*                      !!          .   . 0 .          !
 2004.1!               +                      !!          .   0   .          !
 2004.2!             * +                      !!          .0  .   .          !
 2004.3!             +                        !!          .  0.   .          !
 2004.4!             +*                       !!          .   .0  .          !
 2005.1!              +                       !!          .   0   .          !
 2005.2!             *+                       !!          . 0 .   .          !
 2005.3!             +                        !!          .  0.   .          !
 2005.4!             +                        !!          .   .0  .          !
 2006.1!             +                        !!          .   0   .          !
 2006.2!            * +                       !!          . 0 .   .          !
 2006.3!           * +                        !!          .0  .   .          !
 2006.4!          *+                          !!          . 0 .   .          !
 2007.1!          +*                          !!          .   .0  .          !
 2007.2!           +*                         !!          .   .0  .          !
 2007.3!          * +                         !!          0   .   .          !
 2007.4!        * +                           !!          .0  .   .          !
 2008.1!       * +                            !!          . 0 .   .          !
 2008.2!       *+                             !!          . 0 .   .          !
 2008.3!     * +                              !!          .0  .   .          !
 2008.4!      +                               !!          .   0   .          !
 2009.1!       +                              !!          .   .0  .          !
 2009.2!       *+                             !!          . 0 .   .          !
 2009.3!    *  +                              !!         0.   .   .          !
 2009.4!     +*                               !!          .   .0  .          !
 2010.1!       +*                             !!          .   . 0 .          !
 2010.2!     *  +                             !!        0 .   .   .          !
 2010.3!    *+                                !!          .  0.   .          !
 2010.4!     +                                !!          .   0   .          !
 2011.1!     +*                               !!          .   .0  .          !
 2011.2!  *   +                               !!        0 .   .   .          !
 2011.3*   +                                  !!         0.   .   .          !
 2011.4!+                                     !!          .   .0  .          !
 2012.1! +                                    !!          .   0   .          !
 2012.2!  +                                   !!          .   0   .          !
 2012.3*  +                                   !!         0.   .   .          !
 2012.4!+                                     !!          .   0   .          !


     27.16 percent of the residuals exceed 1 SE
      6.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPHHK=PHPX$Q/HKPMM;                                                     
 GENR LAAPHHK=LOG(AAPHHK+.00001);                                             
 GENR LAPHHK=LOG(APHHK+.00001);                                               
 LHS AAPHHK=EXP(LAAPHHK)-.00001;                                              
  EQ 2711 LAAPHHK C LAPHHK(-1) PPHHK;                                         
EQUATION 1486  LAAPHHK  
   RHS     C  LAPHHK(-1)  PPHHK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1486 PLOT=0;END;                                                     

Equation number = 1486
**********************

Dependent variable = LAAPHHK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.902551125

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.318243913       0.116188813  -2.73902     1.000000
14867 LAPHHK  ( -1)       0.914499854       0.026515753  34.48893    -4.907832
14865 PPHHK   (  0)      -0.093883035       0.065408135  -1.43534     1.023564

SE of equation            =     0.164035497
Sum of squared residuals  =  4.97791418       0.258904009E-11
Average absolute error    =     0.127493351
Sum of ABS residuals      =  23.9687499    
R squared                 =   0.89484
Durbin-Watson statistic   =   2.07393
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!    *+                                !!          . 0 .   .          !
 1966.2!    * +                               !!          . 0 .   .          !
 1966.3!   *  +                               !!          0   .   .          !
 1966.4!   * +                                !!          .0  .   .          !
 1967.1!  * +                                 !!          .0  .   .          !
 1967.2!  * +                                 !!          . 0 .   .          !
 1967.3!   +                                  !!          .   0   .          !
 1967.4!   *+                                 !!          .0  .   .          !
 1968.1!*   +                                 !!        0 .   .   .          !
 1968.2* +                                    !!          0   .   .          !
 1968.3*+                                     !!          . 0 .   .          !
 1968.4! +*                                   !!          .   . 0 .          !
 1969.1!   +  *                               !!          .   .   0          !
 1969.2!       +                              !!          .   0   .          !
 1969.3!        +                             !!          .   0   .          !
 1969.4!         +*                           !!          .   . 0 .          !
 1970.1!           +    *                     !!          .   .   .  0       !
 1970.2!                +   *                 !!          .   .   . 0        !
 1970.3!                     +                !!          .   .0  .          !
 1970.4!                     +*               !!          .   0   .          !
 1971.1!                     *+               !!          . 0 .   .          !
 1971.2!                     +                !!          .   0   .          !
 1971.3!                    *+                !!          . 0 .   .          !
 1971.4!                    *+                !!          .  0.   .          !
 1972.1!                   * +                !!          .0  .   .          !
 1972.2!                   *+                 !!          . 0 .   .          !
 1972.3!                 * +                  !!          .0  .   .          !
 1972.4!               *  +                   !!         0.   .   .          !
 1973.1!                +         *           !!          .   .   .          0
 1973.2!                          +    *      !!          .   .   .    0     !
 1973.3!                               + *    !!          .   .  0.          !
 1973.4!                            *   +     !!        0 .   .   .          !
 1974.1!                          * +         !!          .0  .   .          !
 1974.2!                         *+           !!          . 0 .   .          !
 1974.3!                     *   +            !!        0 .   .   .          !
 1974.4!                     *+               !!          .   0   .          !
 1975.1!                      +  *            !!          .   .   . 0        !
 1975.2!                      *   +           !!         0.   .   .          !
 1975.3!                      *+              !!          . 0 .   .          !
 1975.4!                    * +               !!          0   .   .          !
 1976.1!                    + *               !!          .   .  0.          !
 1976.2!                       +              !!          .   .0  .          !
 1976.3!                      * +             !!          . 0 .   .          !
 1976.4!                      +   *           !!          .   .   .0         !
 1977.1!                       *  +           !!          0   .   .          !
 1977.2!                       *+             !!          .   0   .          !
 1977.3!                        +             !!          .   .0  .          !
 1977.4!                        +  *          !!          .   .   0          !
 1978.1!                      *    +          !!       0  .   .   .          !
 1978.2!                       +*             !!          .   . 0 .          !
 1978.3!                        *+            !!          .  0.   .          !
 1978.4!                        +   *         !!          .   .   . 0        !
 1979.1!                            + *       !!          .   .  0.          !
 1979.2!                             *+       !!          . 0 .   .          !
 1979.3!                            + *       !!          .   .  0.          !
 1979.4!                              +  *    !!          .   .   . 0        !
 1980.1!                                 +   *!!          .   .   .  0       !
 1980.2!                                   *+ !!          .0  .   .          !
 1980.3!                                  +  *!!          .   .  0.          !
 1980.4!                                  * + !!          .0  .   .          !
 1981.1!                                * +   !!          .0  .   .          !
 1981.2!                               + *    !!          .   . 0 .          !
 1981.3!                                +     !!          .  0.   .          !
 1981.4!                               +      !!          .  0.   .          !
 1982.1!                              + *     !!          .   .  0.          !
 1982.2!                               *+     !!          .  0.   .          !
 1982.3!                            *  +      !!         0.   .   .          !
 1982.4!                            +         !!          .   .0  .          !
 1983.1!                           *+         !!          .  0.   .          !
 1983.2!                            +         !!          .   .0  .          !
 1983.3!                        *   +         !!        0 .   .   .          !
 1983.4!                         +    *       !!          .   .   .    0     !
 1984.1!                             *+       !!          . 0 .   .          !
 1984.2!                             + *      !!          .   .  0.          !
 1984.3!                               +      !!          .   0   .          !
 1984.4!                               + *    !!          .   .   0          !
 1985.1!                          *      +    !!    0     .   .   .          !
 1985.2!                       *  +           !!         0.   .   .          !
 1985.3!                        + *           !!          .   .   0          !
 1985.4!                         *+           !!          . 0 .   .          !
 1986.1!                          + *         !!          .   .   0          !
 1986.2!                           *+         !!          .  0.   .          !
 1986.3!                            +         !!          .   .0  .          !
 1986.4!                         *  +         !!         0.   .   .          !
 1987.1!                         +   *        !!          .   .   . 0        !
 1987.2!                          *  +        !!         0.   .   .          !
 1987.3!                          +           !!          .  0.   .          !
 1987.4!                         *+           !!          . 0 .   .          !
 1988.1!                         +  *         !!          .   .   0          !
 1988.2!                          * +         !!          .0  .   .          !
 1988.3!                       *   +          !!         0.   .   .          !
 1988.4!                        +             !!          .   0   .          !
 1989.1!                       *+             !!          . 0 .   .          !
 1989.2!                      * +             !!          .0  .   .          !
 1989.3!                 *    +               !!      0   .   .   .          !
 1989.4!                  + *                 !!          .   .  0.          !
 1990.1!                     +*               !!          .   . 0 .          !
 1990.2!                  *    +              !!       0  .   .   .          !
 1990.3!                 * +                  !!          0   .   .          !
 1990.4!                  +    *              !!          .   .   .  0       !
 1991.1!                       +              !!          .  0.   .          !
 1991.2!                     * +              !!          .0  .   .          !
 1991.3!                 *    +               !!      0   .   .   .          !
 1991.4!                  +                   !!          .   .0  .          !
 1992.1!                   +  *               !!          .   .   . 0        !
 1992.2!                  *    +              !!      0   .   .   .          !
 1992.3!              *   +                   !!       0  .   .   .          !
 1992.4!              *+                      !!          .  0.   .          !
 1993.1!               +    *                 !!          .   .   .   0      !
 1993.2!                     +                !!          .   0   .          !
 1993.3!                     +                !!          .   0   .          !
 1993.4!                     +*               !!          .   0   .          !
 1994.1!                     *+               !!          .  0.   .          !
 1994.2!                    * +               !!          .0  .   .          !
 1994.3!                 *  +                 !!        0 .   .   .          !
 1994.4!                *+                    !!          . 0 .   .          !
 1995.1!                 +                    !!          .   .0  .          !
 1995.2!                  +*                  !!          .   . 0 .          !
 1995.3!                   *+                 !!          .  0.   .          !
 1995.4!                    +                 !!          .   .0  .          !
 1996.1!                     +                !!          .   .0  .          !
 1996.2!                  *  +                !!        0 .   .   .          !
 1996.3!                * +                   !!          .0  .   .          !
 1996.4!                 +  *                 !!          .   .   .0         !
 1997.1!                    +                 !!          .   0   .          !
 1997.2!                   *+                 !!          .  0.   .          !
 1997.3!                    +   *             !!          .   .   .  0       !
 1997.4!                        +             !!          .   0   .          !
 1998.1!                        +   *         !!          .   .   .0         !
 1998.2!                         * +          !!          .0  .   .          !
 1998.3!                         +   *        !!          .   .   . 0        !
 1998.4!                            + *       !!          .   . 0 .          !
 1999.1!                             +   *    !!          .   .   . 0        !
 1999.2!                               *+     !!          .  0.   .          !
 1999.3!                              +   *   !!          .   .   .0         !
 1999.4!                                 +  * !!          .   .   .0         !
 2000.1!                               *   +  !!        0 .   .   .          !
 2000.2!                              + *     !!          .   .  0.          !
 2000.3!                               +*     !!          .   .0  .          !
 2000.4!                              *+      !!          .  0.   .          !
 2001.1!                              +       !!          .   .0  .          !
 2001.2!                              +       !!          .  0.   .          !
 2001.3!                          *  +        !!         0.   .   .          !
 2001.4!                          +     *     !!          .   .   .    0     !
 2002.1!                               +  *   !!          .   .   0          !
 2002.2!                                *+    !!          .  0.   .          !
 2002.3!                               +*     !!          .   .0  .          !
 2002.4!                                +    *!!          .   .   .   0      !
 2003.1!                                    + *!          .   .   0          !
 2003.2!                                     +*!          .   .0  .          !
 2003.3!                                  *  +!!          0   .   .          !
 2003.4!                                  +*  !!          .   . 0 .          !
 2004.1!                                  +  *!!          .   .   0          !
 2004.2!                                  * + !!          . 0 .   .          !
 2004.3!                               * +    !!          0   .   .          !
 2004.4!                              +  *    !!          .   .   0          !
 2005.1!                                + *   !!          .   . 0 .          !
 2005.2!                                 +    !!          .   0   .          !
 2005.3!                              * +     !!          .0  .   .          !
 2005.4!                              +*      !!          .   .0  .          !
 2006.1!                             *+       !!          . 0 .   .          !
 2006.2!                            + *       !!          .   .  0.          !
 2006.3!                              +       !!          .   0   .          !
 2006.4!                             +        !!          .  0.   .          !
 2007.1!                            +        *!!          .   .   .          0
 2007.2!                                  * + !!          .0  .   .          !
 2007.3!                               * +    !!          .0  .   .          !
 2007.4!                              +*      !!          .   . 0 .          !
 2008.1!                              +       !!          .   0   .          !
 2008.2!                            *+        !!          .  0.   .          !
 2008.3!                            +         !!          .   0   .          !
 2008.4!                            +*        !!          .   .  0.          !
 2009.1!                         *  +         !!         0.   .   .          !
 2009.2!                         +*           !!          .   .  0.          !
 2009.3!                         *+           !!          . 0 .   .          !
 2009.4!                    *   +             !!        0 .   .   .          !
 2010.1!                    +   *             !!          .   .   . 0        !
 2010.2!                        +             !!          .   .0  .          !
 2010.3!                      * +             !!          .0  .   .          !
 2010.4!                      +*              !!          .   . 0 .          !
 2011.1!                      *+              !!          . 0 .   .          !
 2011.2!                   * +                !!          .0  .   .          !
 2011.3!               *   +                  !!       0  .   .   .          !
 2011.4!               +                      !!          .  0.   .          !
 2012.1!               +       *              !!          .   .   .        0 !
 2012.2!                  *    +              !!       0  .   .   .          !
 2012.3!               *  +                   !!         0.   .   .          !
 2012.4!               +     *                !!          .   .   .    0     !


     30.85 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
@EQ  2712 LAATHHK C LATHHK(-1) PTHHK;SMPL 1966.1 2012.4;OLS;EST 2712 PLOT=0;EN
@EQ  2713 LAACHHK C LACHHK(-1) PCHHK;SMPL 1981.3 2012.4;OLS;EST 2713 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PARHK=ARPX$Q/HKPMM;                                                     
 GENR LAAARHK=LOG(AAARHK+.00001);                                             
 GENR LAARHK=LOG(AARHK+.00001);                                               
 LHS AAARHK=EXP(LAAARHK)-.00001;                                              
  EQ 2714 LAAARHK C LAARHK(-1) PARHK;                                         
EQUATION 1487  LAAARHK  
   RHS     C  LAARHK(-1)  PARHK  
 SMPL 1989.3 2012.4;                                                          
Sample period is now  1989.3 to  2012.4 Internally:   151 to   244
 OLS;EST 1487 PLOT=0;END;                                                     

Equation number = 1487
**********************

Dependent variable = LAAARHK 

 1989.3 -   2012.4,    0 missing obs.,   94 obs. used.

Mean of dependent variable       -7.254459668

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.010647498       0.395001593  -2.55859     1.000000
14870 LAARHK  ( -1)       0.825152120       0.062378045  13.22825    -7.243361
14868 PARHK   (  0)      -0.245503128       0.172424277  -1.42383     1.087308

SE of equation            =     0.278102173
Sum of squared residuals  =  7.03801451       0.122284405E-10
Average absolute error    =     0.196768053
Sum of ABS residuals      =  18.4961970    
R squared                 =   0.74052
Durbin-Watson statistic   =   2.62092
SMPL and No. Obs.         = 1989.3   2012.4     94

Plot of actual(*) and fitted(+) values and residuals(0)


 1989.3!                   *+                 !!          .  0.   .          !
 1989.4!                *  +                  !!          . 0 .   .          !
 1990.1!                *+                    !!          .   0   .          !
 1990.2!                 +         *          !!          .   .   .   0      !
 1990.3!                      *   +           !!          .0  .   .          !
 1990.4!                 *    +               !!          0   .   .          !
 1991.1!                 +                    !!          .   0   .          !
 1991.2!                 +    *               !!          .   .   0          !
 1991.3!                      +    *          !!          .   .   0          !
 1991.4!                    *    +            !!          0   .   .          !
 1992.1!                    +   *             !!          .   .  0.          !
 1992.2!                       +  *           !!          .   . 0 .          !
 1992.3!                         +*           !!          .   0   .          !
 1992.4!                         +            !!          .   0   .          !
 1993.1!                        +   *         !!          .   .  0.          !
 1993.2!                          +     *     !!          .   .   0          !
 1993.3!                              +      *!!          .   .   .0         !
 1993.4!                                * +   !!          .  0.   .          !
 1994.1!                              +       *!          .   .   . 0        !
 1994.2!                               *  +   !!          .0  .   .          !
 1994.3!                             +  *     !!          .   . 0 .          !
 1994.4!                              +  *    !!          .   .  0.          !
 1995.1!                               +    * !!          .   .   0          !
 1995.2!                                 +    *!          .   .   0          !
 1995.3!                                   + *!!          .   . 0 .          !
 1995.4!                                 *+   !!          .  0.   .          !
 1996.1!                              +  *    !!          .   . 0 .          !
 1996.2!                              +*      !!          .   0   .          !
 1996.3!                            + *       !!          .   .0  .          !
 1996.4!                            +         !!          .   0   .          !
 1997.1!                          +    *      !!          .   .   0          !
 1997.2!                             +  *     !!          .   . 0 .          !
 1997.3!                    *        +        !!       0  .   .   .          !
 1997.4!                *   +                 !!          .0  .   .          !
 1998.1*                +                     !! 0        .   .   .          !
 1998.2!  +                   *               !!          .   .   .          0
 1998.3!       *             +                !!   0      .   .   .          !
 1998.4!         +           *                !!          .   .   .    0     !
 1999.1!               *     +                !!          0   .   .          !
 1999.2!                +*                    !!          .   0   .          !
 1999.3!                  +                   !!          .   0   .          !
 1999.4!              *   +                   !!          .0  .   .          !
 2000.1!               +*                     !!          .   0   .          !
 2000.2!                +                     !!          .   0   .          !
 2000.3!              * +                     !!          . 0 .   .          !
 2000.4!               +                      !!          .   0   .          !
 2001.1!              *+                      !!          .  0.   .          !
 2001.2!               +     *                !!          .   .   0          !
 2001.3!                  * +                 !!          . 0 .   .          !
 2001.4!                * +                   !!          .  0.   .          !
 2002.1!               * +                    !!          .  0.   .          !
 2002.2!              * +                     !!          . 0 .   .          !
 2002.3!             * +                      !!          . 0 .   .          !
 2002.4!          *   +                       !!          .0  .   .          !
 2003.1!           + *                        !!          .   . 0 .          !
 2003.2!            * +                       !!          . 0 .   .          !
 2003.3!           * +                        !!          . 0 .   .          !
 2003.4!           *+                         !!          .  0.   .          !
 2004.1!           *+                         !!          .   0   .          !
 2004.2!           *+                         !!          .  0.   .          !
 2004.3!        *   +                         !!          .0  .   .          !
 2004.4!       *  +                           !!          . 0 .   .          !
 2005.1!         +*                           !!          .   .0  .          !
 2005.2!            + *                       !!          .   . 0 .          !
 2005.3!           *  +                       !!          .0  .   .          !
 2005.4!            + *                       !!          .   .0  .          !
 2006.1!              +*                      !!          .   0   .          !
 2006.2!             * +                      !!          .  0.   .          !
 2006.3!           *  +                       !!          . 0 .   .          !
 2006.4!         *  +                         !!          . 0 .   .          !
 2007.1!          +*                          !!          .   .0  .          !
 2007.2!            +*                        !!          .   .0  .          !
 2007.3!            * +                       !!          . 0 .   .          !
 2007.4!       *    +                         !!          0   .   .          !
 2008.1!     *  +                             !!          . 0 .   .          !
 2008.2!  *  +                                !!          . 0 .   .          !
 2008.3! +*                                   !!          .   0   .          !
 2008.4! +       *                            !!          .   .   . 0        !
 2009.1!         +  *                         !!          .   .  0.          !
 2009.2!           +    *                     !!          .   .   0          !
 2009.3!           *  +                       !!          .0  .   .          !
 2009.4!          +   *                       !!          .   .  0.          !
 2010.1!              + *                     !!          .   . 0 .          !
 2010.2!                +                     !!          .   0   .          !
 2010.3!           *   +                      !!          .0  .   .          !
 2010.4!            + *                       !!          .   . 0 .          !
 2011.1!          *   +                       !!          .0  .   .          !
 2011.2!          + *                         !!          .   .0  .          !
 2011.3!        *   +                         !!          .0  .   .          !
 2011.4!         + *                          !!          .   . 0 .          !
 2012.1!        *  +                          !!          . 0 .   .          !
 2012.2!      * +                             !!          . 0 .   .          !
 2012.3!     * +                              !!          .  0.   .          !
 2012.4!  *   +                               !!          .0  .   .          !


     21.28 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRHK=BRPX$Q/HKPMM;                                                     
 GENR LAABRHK=LOG(AABRHK+.00001);                                             
 GENR LABRHK=LOG(ABRHK+.00001);                                               
 LHS AABRHK=EXP(LAABRHK)-.00001;                                              
  EQ 2715 LAABRHK C LABRHK(-1) PBRHK;                                         
EQUATION 1488  LAABRHK  
   RHS     C  LABRHK(-1)  PBRHK  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1488 PLOT=0;END;                                                     

Equation number = 1488
**********************

Dependent variable = LAABRHK 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.465903360

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.377997852       0.384952080  -6.17739     1.000000
14873 LABRHK  ( -1)       0.489544056       0.075331717   6.49851    -5.466158
14871 PBRHK   (  0)      -0.464388715       0.138375064  -3.35601     0.887146

SE of equation            =     0.249116496
Sum of squared residuals  =  7.63326052       0.613020745E-11
Average absolute error    =     0.178554331
Sum of ABS residuals      =  22.4978457    
R squared                 =   0.39445
Durbin-Watson statistic   =   1.81525
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                +        *            !!          .   .   . 0        !
 1981.4!                       +           *  !!          .   .   .    0     !
 1982.1!                            +       * !!          .   .   . 0        !
 1982.2!              *              +        !!   0      .   .   .          !
 1982.3!             *    +                   !!          0   .   .          !
 1982.4!                 +    *               !!          .   .  0.          !
 1983.1!              *      +                !!         0.   .   .          !
 1983.2!                 +                 *  !!          .   .   .         0!
 1983.3!                          *+          !!          .   0   .          !
 1983.4!                    *  +              !!          . 0 .   .          !
 1984.1!               *    +                 !!          0   .   .          !
 1984.2!                  +              *    !!          .   .   .      0   !
 1984.3!                         +     *      !!          .   .   0          !
 1984.4!                        +             !!          .   0   .          !
 1985.1!                  *   +               !!          .0  .   .          !
 1985.2!                   +    *             !!          .   .   0          !
 1985.3!                      +  *            !!          .   . 0 .          !
 1985.4!                       +       *      !!          .   .   . 0        !
 1986.1!                   *       +          !!        0 .   .   .          !
 1986.2!                    + *               !!          .   .0  .          !
 1986.3!                   *  +               !!          . 0 .   .          !
 1986.4*                   +                  !0          .   .   .          !
 1987.1!         * +                          !!          .  0.   .          !
 1987.2!              *+                      !!          .  0.   .          !
 1987.3!                 +        *           !!          .   .   . 0        !
 1987.4!                        +             *!          .   .   .      0   !
 1988.1!                              +*      !!          .   .0  .          !
 1988.2!                          +       *   !!          .   .   . 0        !
 1988.3!                           +        * !!          .   .   . 0        !
 1988.4!                            +  *      !!          .   . 0 .          !
 1989.1!                       *  +           !!          . 0 .   .          !
 1989.2!                      +          *    !!          .   .   .   0      !
 1989.3!                            +       * !!          .   .   . 0        !
 1989.4!                 *           +        !!     0    .   .   .          !
 1990.1!                     +*               !!          .   .0  .          !
 1990.2!                       +     *        !!          .   .   .0         !
 1990.3!                          +*          !!          .   .0  .          !
 1990.4!                   *    +             !!          0   .   .          !
 1991.1!                     + *              !!          .   .0  .          !
 1991.2!                       +              !!          .   0   .          !
 1991.3!                      +*              !!          .   0   .          !
 1991.4!                *      +              !!         0.   .   .          !
 1992.1!                *+                    !!          .  0.   .          !
 1992.2!                   +                  !!          .   0   .          !
 1992.3!                 *  +                 !!          . 0 .   .          !
 1992.4!                  * +                 !!          .  0.   .          !
 1993.1!                    +  *              !!          .   . 0 .          !
 1993.2!                    * +               !!          . 0 .   .          !
 1993.3!                     + *              !!          .   . 0 .          !
 1993.4!                 *    +               !!          0   .   .          !
 1994.1!                   +*                 !!          .   .0  .          !
 1994.2!                    +*                !!          .   0   .          !
 1994.3!                   * +                !!          .  0.   .          !
 1994.4!            *       +                 !!        0 .   .   .          !
 1995.1!           *     +                    !!         0.   .   .          !
 1995.2!            *   +                     !!          .0  .   .          !
 1995.3!                 +  *                 !!          .   .  0.          !
 1995.4!                    +*                !!          .   0   .          !
 1996.1!                 *   +                !!          .0  .   .          !
 1996.2!                   +  *               !!          .   . 0 .          !
 1996.3!                *    +                !!          0   .   .          !
 1996.4!              *   +                   !!          .0  .   .          !
 1997.1!              *   +                   !!          .0  .   .          !
 1997.2!              * +                     !!          . 0 .   .          !
 1997.3!              * +                     !!          .  0.   .          !
 1997.4!             *  +                     !!          . 0 .   .          !
 1998.1!                *+                    !!          .  0.   .          !
 1998.2!               *  +                   !!          . 0 .   .          !
 1998.3!                 +                    !!          .   0   .          !
 1998.4!               *  +                   !!          . 0 .   .          !
 1999.1!                  +                   !!          .   0   .          !
 1999.2!                    +  *              !!          .   .  0.          !
 1999.3!                    * +               !!          . 0 .   .          !
 1999.4!                   *+                 !!          .  0.   .          !
 2000.1!                 *  +                 !!          . 0 .   .          !
 2000.2!                  +*                  !!          .   .0  .          !
 2000.3!                *  +                  !!          .0  .   .          !
 2000.4!               * +                    !!          . 0 .   .          !
 2001.1!                * +                   !!          .  0.   .          !
 2001.2!                  +*                  !!          .   .0  .          !
 2001.3!                *  +                  !!          .0  .   .          !
 2001.4!                  +                   !!          .   0   .          !
 2002.1!               *   +                  !!          .0  .   .          !
 2002.2!           *     +                    !!          0   .   .          !
 2002.3!                 +       *            !!          .   .   . 0        !
 2002.4!                  *   +               !!          .0  .   .          !
 2003.1!                    +                 !!          .   0   .          !
 2003.2!                   *+                 !!          .   0   .          !
 2003.3!                 * +                  !!          . 0 .   .          !
 2003.4!                  +                   !!          .   0   .          !
 2004.1!                    + *               !!          .   . 0 .          !
 2004.2!             *     +                  !!         0.   .   .          !
 2004.3!                +                     !!          .   0   .          !
 2004.4!         *      +                     !!        0 .   .   .          !
 2005.1!            *+                        !!          .  0.   .          !
 2005.2!            * +                       !!          . 0 .   .          !
 2005.3!              +*                      !!          .   .0  .          !
 2005.4!            *   +                     !!          .0  .   .          !
 2006.1!             *+                       !!          .  0.   .          !
 2006.2!           * +                        !!          . 0 .   .          !
 2006.3!            * +                       !!          .  0.   .          !
 2006.4!          *  +                        !!          .0  .   .          !
 2007.1!             +                        !!          .   0   .          !
 2007.2!             *+                       !!          .  0.   .          !
 2007.3!              +  *                    !!          .   . 0 .          !
 2007.4!            *  +                      !!          .0  .   .          !
 2008.1!             +    *                   !!          .   .   0          !
 2008.2!                +  *                  !!          .   . 0 .          !
 2008.3!              *+                      !!          .  0.   .          !
 2008.4!            +  *                      !!          .   . 0 .          !
 2009.1!               +          *           !!          .   .   .   0      !
 2009.2!                    +  *              !!          .   . 0 .          !
 2009.3!                    +   *             !!          .   .  0.          !
 2009.4!                   +*                 !!          .   .0  .          !
 2010.1!                  +   *               !!          .   .  0.          !
 2010.2!                *+                    !!          .  0.   .          !
 2010.3!        *     +                       !!          0   .   .          !
 2010.4!          *+                          !!          .   0   .          !
 2011.1!           +                          !!          .   0   .          !
 2011.2!         *+                           !!          .  0.   .          !
 2011.3!          +    *                      !!          .   .   0          !
 2011.4!             + *                      !!          .   .0  .          !
 2012.1!             +    *                   !!          .   .   0          !
 2012.2!              +                       !!          .   0   .          !
 2012.3!           * +                        !!          .  0.   .          !
 2012.4!             +*                       !!          .   .0  .          !


     21.43 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
@@EQ 2716 LAACEHK C LACEHK(-1) PCEHK;SMPL 2003.3 2012.4;OLS;EST 2716 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMEHK=MEPX$Q/HKPMM;                                                     
 GENR LAAMEHK=LOG(AAMEHK+.00001);                                             
 GENR LAMEHK=LOG(AMEHK+.00001);                                               
 LHS AAMEHK=EXP(LAAMEHK)-.00001;                                              
  EQ 2717 LAAMEHK C LAMEHK(-1) PMEHK;                                         
EQUATION 1489  LAAMEHK  
   RHS     C  LAMEHK(-1)  PMEHK  
 SMPL 1979.1 2012.4;                                                          
Sample period is now  1979.1 to  2012.4 Internally:   109 to   244
 OLS;EST 1489 PLOT=0;END;                                                     

Equation number = 1489
**********************

Dependent variable = LAAMEHK 

 1979.1 -   2012.4,    0 missing obs.,  136 obs. used.

Mean of dependent variable       -7.097451950

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.167866291       0.882573493  -1.32325     1.000000
14876 LAMEHK  ( -1)       0.814970011       0.049659836  16.41105    -7.108013
14874 PMEHK   (  0)      -0.135122317       0.765328446  -0.17655     1.012182

SE of equation            =     0.390722271
Sum of squared residuals  =  20.3042978      -0.220801155E-10
Average absolute error    =     0.287524283
Sum of ABS residuals      =  39.1033025    
R squared                 =   0.67108
Durbin-Watson statistic   =   2.32474
SMPL and No. Obs.         = 1979.1   2012.4    136

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.1!        *  +                          !!          .0  .   .          !
 1979.2!        * +                           !!          .0  .   .          !
 1979.3!       *  +                           !!          .0  .   .          !
 1979.4!      *  +                            !!          .0  .   .          !
 1980.1!     *   +                            !!          0   .   .          !
 1980.2!        +                             !!          .   0   .          !
 1980.3!      *    +                          !!         0.   .   .          !
 1980.4!        +  *                          !!          .   . 0 .          !
 1981.1!*            +                        !!  0       .   .   .          !
 1981.2!    +   *                             !!          .   .   0          !
 1981.3!          +       *                   !!          .   .   .  0       !
 1981.4!       *          +                   !!    0     .   .   .          !
 1982.1*          +                           !!   0      .   .   .          !
 1982.2!   +   *                              !!          .   .   0          !
 1982.3!        * +                           !!          . 0 .   .          !
 1982.4!        * +                           !!          . 0 .   .          !
 1983.1!*         +                           !!    0     .   .   .          !
 1983.2!    +              *                  !!          .   .   .          0
 1983.3!                   +      *           !!          .   .   .  0       !
 1983.4!                *        +            !!     0    .   .   .          !
 1984.1!                 +    *               !!          .   .   .0         !
 1984.2!                *    +                !!        0 .   .   .          !
 1984.3!                +    *                !!          .   .   .0         !
 1984.4!                *    +                !!         0.   .   .          !
 1985.1!              *  +                    !!          . 0 .   .          !
 1985.2!              *+                      !!          . 0 .   .          !
 1985.3!               +  *                   !!          .   .  0.          !
 1985.4!        *         +                   !!    0     .   .   .          !
 1986.1!       *  +                           !!          . 0 .   .          !
 1986.2!      *   +                           !!          0   .   .          !
 1986.3!        +     *                       !!          .   .   . 0        !
 1986.4!         *     +                      !!        0 .   .   .          !
 1987.1!           +       *                  !!          .   .   .   0      !
 1987.2!                    +   *             !!          .   .   .0         !
 1987.3!                        +             !!          .   0   .          !
 1987.4!                 *     +              !!         0.   .   .          !
 1988.1!                  +       *           !!          .   .   .   0      !
 1988.2!                         +*           !!          .   .0  .          !
 1988.3!                         +            !!          .   .0  .          !
 1988.4!                         +*           !!          .   .0  .          !
 1989.1!                        *+            !!          .   0   .          !
 1989.2!                      * +             !!          . 0 .   .          !
 1989.3!                     +    *           !!          .   .   .0         !
 1989.4!              *          +            !!   0      .   .   .          !
 1990.1!             * +                      !!          .0  .   .          !
 1990.2!              +   *                   !!          .   .   0          !
 1990.3!                *  +                  !!          .0  .   .          !
 1990.4!                 +                    !!          .   0   .          !
 1991.1!                 +*                   !!          .   0   .          !
 1991.2!                  +     *             !!          .   .   . 0        !
 1991.3!                       +  *           !!          .   .  0.          !
 1991.4!                  *      +            !!       0  .   .   .          !
 1992.1!          *        +                  !!      0   .   .   .          !
 1992.2!            +       *                 !!          .   .   .  0       !
 1992.3!                *   +                 !!          0   .   .          !
 1992.4!                + *                   !!          .   .0  .          !
 1993.1!               *  +                   !!          .0  .   .          !
 1993.2!                +    *                !!          .   .   0          !
 1993.3!               *     +                !!         0.   .   .          !
 1993.4!                +*                    !!          .   .0  .          !
 1994.1!               *  +                   !!          . 0 .   .          !
 1994.2!                +                     !!          .   0   .          !
 1994.3!                 +        *           !!          .   .   .    0     !
 1994.4!                         +   *        !!          .   .  0.          !
 1995.1!                           +       *  !!          .   .   .   0      !
 1995.2!                                +    *!!          .   .   0          !
 1995.3!                                  +   *!          .   .   0          !
 1995.4!                                   + *!!          .   . 0 .          !
 1996.1!                                  +  *!!          .   .  0.          !
 1996.2!                                  +*  !!          .   .0  .          !
 1996.3!                                + *   !!          .   . 0 .          !
 1996.4!                                +*    !!          .   .0  .          !
 1997.1!                               +      !!          .   .0  .          !
 1997.2!                             +        !!          .   0   .          !
 1997.3!                          * +         !!          . 0 .   .          !
 1997.4!                         +*           !!          .   . 0 .          !
 1998.1!                         +    *       !!          .   .   .0         !
 1998.2!                           *+         !!          .  0.   .          !
 1998.3!                        *+            !!          .  0.   .          !
 1998.4!                       + *            !!          .   .0  .          !
 1999.1!                       *+             !!          .   0   .          !
 1999.2!                       +   *          !!          .   .   0          !
 1999.3!                         +            !!          .   0   .          !
 1999.4!                        + *           !!          .   . 0 .          !
 2000.1!                       * +            !!          . 0 .   .          !
 2000.2!                       +              !!          .   .0  .          !
 2000.3!                       +*             !!          .   .0  .          !
 2000.4!                       + *            !!          .   . 0 .          !
 2001.1!                   *    +             !!        0 .   .   .          !
 2001.2!                  *+                  !!          .  0.   .          !
 2001.3!                  + *                 !!          .   . 0 .          !
 2001.4!                   *+                 !!          .  0.   .          !
 2002.1!                   +    *             !!          .   .   .0         !
 2002.2!                    *  +              !!          . 0 .   .          !
 2002.3!                   *+                 !!          .  0.   .          !
 2002.4!                  *+                  !!          . 0 .   .          !
 2003.1!                  +*                  !!          .   .0  .          !
 2003.2!                   +*                 !!          .   .0  .          !
 2003.3!                 *  +                 !!          .0  .   .          !
 2003.4!               * +                    !!          . 0 .   .          !
 2004.1!                +  *                  !!          .   . 0 .          !
 2004.2!                 * +                  !!          . 0 .   .          !
 2004.3!                  +                   !!          .   .0  .          !
 2004.4!                 * +                  !!          . 0 .   .          !
 2005.1!                 *+                   !!          .   0   .          !
 2005.2!                  + *                 !!          .   . 0 .          !
 2005.3!                 *  +                 !!          . 0 .   .          !
 2005.4!                * +                   !!          .  0.   .          !
 2006.1!                 + *                  !!          .   . 0 .          !
 2006.2!                   +                  !!          .   0   .          !
 2006.3!                   + *                !!          .   . 0 .          !
 2006.4!                     +                !!          .   0   .          !
 2007.1!                   * +                !!          . 0 .   .          !
 2007.2!                   + *                !!          .   . 0 .          !
 2007.3!                     +*               !!          .   .0  .          !
 2007.4!                    * +               !!          . 0 .   .          !
 2008.1!                   *+                 !!          .   0   .          !
 2008.2!                    +                 !!          .   0   .          !
 2008.3!                    + *               !!          .   . 0 .          !
 2008.4!                     +    *           !!          .   .   0          !
 2009.1!                         +            !!          .   .0  .          !
 2009.2!                     *  +             !!          .0  .   .          !
 2009.3!                   * +                !!          . 0 .   .          !
 2009.4!                   +     *            !!          .   .   .0         !
 2010.1!                       *+             !!          .   0   .          !
 2010.2!                    *  +              !!          . 0 .   .          !
 2010.3!                    + *               !!          .   .0  .          !
 2010.4!                     + *              !!          .   . 0 .          !
 2011.1!                    * +               !!          .0  .   .          !
 2011.2!                   *+                 !!          .  0.   .          !
 2011.3!                   +                  !!          .   0   .          !
 2011.4!                   + *                !!          .   . 0 .          !
 2012.1!                     +  *             !!          .   .  0.          !
 2012.2!                        +             !!          .   .0  .          !
 2012.3!                        +   *         !!          .   .   0          !
 2012.4!                         *+           !!          .  0.   .          !


     27.94 percent of the residuals exceed 1 SE
      5.88 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPEHK=PEPX$Q/HKPMM;                                                     
 GENR LAAPEHK=LOG(AAPEHK+.00001);                                             
 GENR LAPEHK=LOG(APEHK+.00001);                                               
 LHS AAPEHK=EXP(LAAPEHK)-.00001;                                              
  EQ 2718 LAAPEHK C LAPEHK(-1) PPEHK;                                         
EQUATION 1490  LAAPEHK  
   RHS     C  LAPEHK(-1)  PPEHK  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1490 PLOT=0;END;                                                     

Equation number = 1490
**********************

Dependent variable = LAAPEHK 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -8.083675328

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.033748895       0.516341896  -5.87547     1.000000
14879 LAPEHK  ( -1)       0.556616182       0.072249191   7.70412    -8.074686
14877 PPEHK   (  0)      -0.695007397       0.152838628  -4.54733     0.799165

SE of equation            =     0.480068183
Sum of squared residuals  =  28.3472516      -0.645528075E-11
Average absolute error    =     0.370328448
Sum of ABS residuals      =  46.6613844    
R squared                 =   0.62908
Durbin-Watson statistic   =   2.07360
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                   +                  !!         .    0    .         !
 1981.4!               *     +                !!        0.    .    .         !
 1982.1!                  *+                  !!         .   0.    .         !
 1982.2!                     +*               !!         .    0    .         !
 1982.3!                      *+              !!         .   0.    .         !
 1982.4!                       +    *         !!         .    .   0.         !
 1983.1!                    *     +           !!         0    .    .         !
 1983.2!                  *  +                !!         . 0  .    .         !
 1983.3!         *          +                 !!    0    .    .    .         !
 1983.4!     *         +                      !!     0   .    .    .         !
 1984.1!             +                *       !!         .    .    .         0
 1984.2!                           +     *    !!         .    .    0         !
 1984.3!                             +    *   !!         .    .    0         !
 1984.4!                              +  *    !!         .    .  0 .         !
 1985.1!                             *+       !!         .   0.    .         !
 1985.2!                           +          !!         .    0    .         !
 1985.3!                         * +          !!         .   0.    .         !
 1985.4!                          +*          !!         .    .0   .         !
 1986.1!                           +  *       !!         .    .  0 .         !
 1986.2!                           *+         !!         .   0.    .         !
 1986.3!                         * +          !!         .  0 .    .         !
 1986.4!                         +    *       !!         .    .   0.         !
 1987.1!                            +   *     !!         .    .  0 .         !
 1987.2!                             +        !!         .    0    .         !
 1987.3!                  *        +          !!      0  .    .    .         !
 1987.4!                     +                !!         .    0    .         !
 1988.1!                      +  *            !!         .    .  0 .         !
 1988.2!                         +           *!!         .    .    .     0   !
 1988.3!                               +*     !!         .    .0   .         !
 1988.4!                            +    *    !!         .    .    0         !
 1989.1!                            +         *!         .    .    .   0     !
 1989.2!                               +    * !!         .    .   0.         !
 1989.3!                              +       *!         .    .    . 0       !
 1989.4!                                + *   !!         .    . 0  .         !
 1990.1!                              +*      !!         .    . 0  .         !
 1990.2!                        *   +         !!         . 0  .    .         !
 1990.3!                      * +             !!         .  0 .    .         !
 1990.4!                       +   *          !!         .    .   0.         !
 1991.1!                  +     *             !!         .    .    0         !
 1991.2!                        +      *      !!         .    .    .0        !
 1991.3!                            +*        !!         .    .0   .         !
 1991.4!                        *  +          !!         . 0  .    .         !
 1992.1!                        +            *!!         .    .    .     0   !
 1992.2!                                +  *  !!         .    .  0 .         !
 1992.3!                              + *     !!         .    . 0  .         !
 1992.4!                            *+        !!         .   0.    .         !
 1993.1!                           +          !!         .    0    .         !
 1993.2!                           +*         !!         .    .0   .         !
 1993.3!                        *   +         !!         .0   .    .         !
 1993.4!                         *+           !!         .   0.    .         !
 1994.1!                          +  *        !!         .    .  0 .         !
 1994.2!                        *   +         !!         . 0  .    .         !
 1994.3!                         +     *      !!         .    .    .0        !
 1994.4!                          *  +        !!         . 0  .    .         !
 1995.1!               *         +            !!     0   .    .    .         !
 1995.2!                   +         *        !!         .    .    .   0     !
 1995.3!                           +         *!!         .    .    .    0    !
 1995.4!                       *       +      !!      0  .    .    .         !
 1996.1!                       + *            !!         .    . 0  .         !
 1996.2!                         +     *      !!         .    .    .0        !
 1996.3!                             +  *     !!         .    .  0 .         !
 1996.4!                             +  *     !!         .    .  0 .         !
 1997.1!                             + *      !!         .    . 0  .         !
 1997.2!                            +       * !!         .    .    . 0       !
 1997.3!                           *  +       !!         . 0  .    .         !
 1997.4!                         +   *        !!         .    .  0 .         !
 1998.1!                           +    *     !!         .    .   0.         !
 1998.2!                            + *       !!         .    . 0  .         !
 1998.3!                           *+         !!         .   0.    .         !
 1998.4!            *             +           !!  0      .    .    .         !
 1999.1!           *       +                  !!       0 .    .    .         !
 1999.2!                  +  *                !!         .    . 0  .         !
 1999.3!                   *   +              !!         .0   .    .         !
 1999.4!              *       +               !!       0 .    .    .         !
 2000.1!                *   +                 !!         .0   .    .         !
 2000.2!                     +  *             !!         .    .  0 .         !
 2000.3!                    *    +            !!         .0   .    .         !
 2000.4!                  *    +              !!         .0   .    .         !
 2001.1!                      +*              !!         .    .0   .         !
 2001.2!                      *  +            !!         .  0 .    .         !
 2001.3!                   *    +             !!         0    .    .         !
 2001.4!                  *    +              !!         .0   .    .         !
 2002.1!                      +*              !!         .    .0   .         !
 2002.2!                     *   +            !!         . 0  .    .         !
 2002.3!                       + *            !!         .    . 0  .         !
 2002.4!                          +           !!         .    0    .         !
 2003.1!                         *+           !!         .   0.    .         !
 2003.2!                  *       +           !!       0 .    .    .         !
 2003.3!                 *    +               !!         .0   .    .         !
 2003.4!                     +                !!         .    0    .         !
 2004.1!                 *    +               !!         0    .    .         !
 2004.2!               *    +                 !!         .0   .    .         !
 2004.3!             *     +                  !!         0    .    .         !
 2004.4!              *  +                    !!         . 0  .    .         !
 2005.1!                  +   *               !!         .    .   0.         !
 2005.2!                    * +               !!         .   0.    .         !
 2005.3!             *      +                 !!       0 .    .    .         !
 2005.4!           *   +                      !!         .0   .    .         !
 2006.1!             +                        !!         .    0    .         !
 2006.2!        *  +                          !!         .  0 .    .         !
 2006.3!      * +                             !!         .   0.    .         !
 2006.4!      *+                              !!         .   0.    .         !
 2007.1!        +     *                       !!         .    .    0         !
 2007.2!       *   +                          !!         . 0  .    .         !
 2007.3!       +*                             !!         .    .0   .         !
 2007.4!         +       *                    !!         .    .    . 0       !
 2008.1!              +                       !!         .    0    .         !
 2008.2!       *    +                         !!         0    .    .         !
 2008.3!        *+                            !!         .   0.    .         !
 2008.4!            *+                        !!         .   0.    .         !
 2009.1!                +     *               !!         .    .    .0        !
 2009.2!                    +*                !!         .    .0   .         !
 2009.3!        *         +                   !!     0   .    .    .         !
 2009.4!         +                            !!         .   0.    .         !
 2010.1!         +        *                   !!         .    .    .   0     !
 2010.2! *           +                        !!   0     .    .    .         !
 2010.3!    +     *                           !!         .    .    .0        !
 2010.4*        +                             !!      0  .    .    .         !
 2011.1! +              *                     !!         .    .    .        0!
 2011.2!  *       +                           !!       0 .    .    .         !
 2011.3!   +   *                              !!         .    .   0.         !
 2011.4!  *     +                             !!         0    .    .         !
 2012.1!     +             *                  !!         .    .    .       0 !
 2012.2!    *         +                       !!     0   .    .    .         !
 2012.3! *   +                                !!         .0   .    .         !
 2012.4! *  +                                 !!         .  0 .    .         !


     27.78 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
@@EQ 2719 LAATUHK C LATUHK(-1) PTUHK;SMPL 1993.2 2012.4;OLS;EST 2719 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDHK=PDPX$/HKPMM;                                                      
 GENR LAAPDHK=LOG(AAPDHK+.00001);                                             
 GENR LAPDHK=LOG(APDHK+.00001);                                               
 LHS AAPDHK=EXP(LAAPDHK)-.00001;                                              
  EQ 2720 LAAPDHK C LAPDHK(-1) PPDHK;                                         
EQUATION 1491  LAAPDHK  
   RHS     C  LAPDHK(-1)  PPDHK  
 SMPL 1985.3 2012.4;                                                          
Sample period is now  1985.3 to  2012.4 Internally:   135 to   244
 OLS;EST 1491 PLOT=0;END;                                                     

Equation number = 1491
**********************

Dependent variable = LAAPDHK 

 1985.3 -   2012.4,    0 missing obs.,  110 obs. used.

Mean of dependent variable       -8.310759141

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.469727631       1.478296761  -1.67066     1.000000
14882 LAPDHK  ( -1)       0.562597195       0.079808290   7.04936    -8.331439
14880 PPDHK   (  0)      -1.139234963       1.401249245  -0.81301     1.012774

SE of equation            =     0.515726892
Sum of squared residuals  =  28.4592423       0.914983644E-10
Average absolute error    =     0.402094949
Sum of ABS residuals      =  44.2304444    
R squared                 =   0.33178
Durbin-Watson statistic   =   2.17602
SMPL and No. Obs.         = 1985.3   2012.4    110

Plot of actual(*) and fitted(+) values and residuals(0)


 1985.3!           +        *                 !!        .     .     . 0      !
 1985.4!                  * +                 !!        .   0 .     .        !
 1986.1!                 * +                  !!        .    0.     .        !
 1986.2!        *         +                   !!    0   .     .     .        !
 1986.3!             +        *               !!        .     .     . 0      !
 1986.4!                     +   *            !!        .     .  0  .        !
 1987.1!                       +*             !!        .     .0    .        !
 1987.2!                 *     +              !!        .0    .     .        !
 1987.3!            *      +                  !!        0     .     .        !
 1987.4!                 +*                   !!        .     . 0   .        !
 1988.1!                 *  +                 !!        .  0  .     .        !
 1988.2!                 * +                  !!        .   0 .     .        !
 1988.3!                *  +                  !!        .  0  .     .        !
 1988.4!               *   +                  !!        .  0  .     .        !
 1989.1!        *         +                   !!     0  .     .     .        !
 1989.2!             +     *                  !!        .     .    0.        !
 1989.3!                  * +                 !!        .   0 .     .        !
 1989.4!                    +                 !!        .     0     .        !
 1990.1!        *            +                !!  0     .     .     .        !
 1990.2!      *       +                       !!       0.     .     .        !
 1990.3!        *    +                        !!        . 0   .     .        !
 1990.4!               +                      !!        .     0     .        !
 1991.1!                  +  *                !!        .     .  0  .        !
 1991.2!            *        +                !!     0  .     .     .        !
 1991.3!             *  +                     !!        .  0  .     .        !
 1991.4!                 +*                   !!        .     .0    .        !
 1992.1!                    +  *              !!        .     .  0  .        !
 1992.2!                     * +              !!        .    0.     .        !
 1992.3!                      +       *       !!        .     .     .0       !
 1992.4!                       *   +          !!        .  0  .     .        !
 1993.1!                      +   *           !!        .     .  0  .        !
 1993.2!                      * +             !!        .   0 .     .        !
 1993.3!                      +    *          !!        .     .   0 .        !
 1993.4!                         +   *        !!        .     .   0 .        !
 1994.1!                          +        *  !!        .     .     . 0      !
 1994.2!                           * +        !!        .   0 .     .        !
 1994.3!                         +      *     !!        .     .     .0       !
 1994.4!                          * +         !!        .   0 .     .        !
 1995.1!                         +          * !!        .     .     .   0    !
 1995.2!                  *           +       !!   0    .     .     .        !
 1995.3!                    + *               !!        .     . 0   .        !
 1995.4!                    * +               !!        .   0 .     .        !
 1996.1!               *     +                !!        0     .     .        !
 1996.2!                  +              *    !!        .     .     .       0!
 1996.3!                           *+         !!        .    0.     .        !
 1996.4!           *             +            !!  0     .     .     .        !
 1997.1!           *   +                      !!        . 0   .     .        !
 1997.2!               +*                     !!        .     .0    .        !
 1997.3!            *     +                   !!        0     .     .        !
 1997.4!               +*                     !!        .     0     .        !
 1998.1!                 + *                  !!        .     .0    .        !
 1998.2!  *                +                  !0        .     .     .        !
 1998.3*          +                           !!    0   .     .     .        !
 1998.4!        +                             !!        .     0     .        !
 1999.1!             +   *                    !!        .     .  0  .        !
 1999.2!                  +   *               !!        .     .  0  .        !
 1999.3!          *          +                !!    0   .     .     .        !
 1999.4!               + *                    !!        .     . 0   .        !
 2000.1!                  +   *               !!        .     .  0  .        !
 2000.2!                *    +                !!        .0    .     .        !
 2000.3!                  +       *           !!        .     .     .0       !
 2000.4!                       +    *         !!        .     .    0.        !
 2001.1!                       *+             !!        .    0.     .        !
 2001.2!                    *+                !!        .    0.     .        !
 2001.3!                   +*                 !!        .     .0    .        !
 2001.4!                   +  *               !!        .     . 0   .        !
 2002.1!               *    +                 !!        .0    .     .        !
 2002.2!             *   +                    !!        . 0   .     .        !
 2002.3!                +  *                  !!        .     .  0  .        !
 2002.4!                   +*                 !!        .     .0    .        !
 2003.1!                *   +                 !!        .  0  .     .        !
 2003.2!                 *+                   !!        .     0     .        !
 2003.3!                * +                   !!        .   0 .     .        !
 2003.4!                  +    *              !!        .     .    0.        !
 2004.1!                      +  *            !!        .     .  0  .        !
 2004.2!            *          +              !!    0   .     .     .        !
 2004.3!        *       +                     !!       0.     .     .        !
 2004.4!             *+                       !!        .    0.     .        !
 2005.1!         *       +                    !!       0.     .     .        !
 2005.2!              +            *          !!        .     .     .    0   !
 2005.3!                 *      +             !!        0     .     .        !
 2005.4!                 * +                  !!        .    0.     .        !
 2006.1!               *   +                  !!        .  0  .     .        !
 2006.2!                  +           *       !!        .     .     .    0   !
 2006.3!                  *       +           !!       0.     .     .        !
 2006.4!                   + *                !!        .     .0    .        !
 2007.1!                   * +                !!        .   0 .     .        !
 2007.2!                    +                 !!        .     0     .        !
 2007.3!                    + *               !!        .     .0    .        !
 2007.4!                     +                *!        .     .     .        0
 2008.1!                     *         +      !!     0  .     .     .        !
 2008.2!                     +           *    !!        .     .     .   0    !
 2008.3!                        *   +         !!        .  0  .     .        !
 2008.4!                       +  *           !!        .     .  0  .        !
 2009.1!                        +    *        !!        .     .    0.        !
 2009.2!                         +      *     !!        .     .     0        !
 2009.3!                         * +          !!        .   0 .     .        !
 2009.4!                       +      *       !!        .     .     0        !
 2010.1!                        * +           !!        .   0 .     .        !
 2010.2!                      +   *           !!        .     .   0 .        !
 2010.3!                        +             !!        .     .0    .        !
 2010.4!                       +    *         !!        .     .   0 .        !
 2011.1!                         +  *         !!        .     .  0  .        !
 2011.2!                         +  *         !!        .     .  0  .        !
 2011.3!                         +       *    !!        .     .     .0       !
 2011.4!                           +      *   !!        .     .     0        !
 2012.1!                            +    *    !!        .     .    0.        !
 2012.2!                            + *       !!        .     . 0   .        !
 2012.3!                          +    *      !!        .     .    0.        !
 2012.4!                           +      *   !!        .     .     .0       !


     30.00 percent of the residuals exceed 1 SE
      3.64 percent of the residuals exceed 2 SE
@@EQ 2721 LAARUHK C LARUHK(-1) PRUHK;SMPL 1992.3 2012.4;OLS;EST 2721 PLOT=0;EN
@@EQ 2722 LAAUEHK C LAUEHK(-1) PUEHK;SMPL 1993.3 2012.4;OLS;EST 2722 PLOT=0;EN
@EQ  2723 LAAEGHK C LAEGHK(-1) PEGHK;SMPL 1990.1 2012.4;OLS;EST 2723 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PISHK=ISPX$/HKPMM;                                                      
 GENR LAAISHK=LOG(AAISHK+.00001);                                             
 GENR LAISHK=LOG(AISHK+.00001);                                               
 LHS AAISHK=EXP(LAAISHK)-.00001;                                              
  EQ 2724 LAAISHK C LAISHK(-1) PISHK;                                         
EQUATION 1492  LAAISHK  
   RHS     C  LAISHK(-1)  PISHK  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1492 PLOT=0;END;                                                     

Equation number = 1492
**********************

Dependent variable = LAAISHK 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.443328978

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.077146650       0.101642142  -0.75900     1.000000
14885 LAISHK  ( -1)       0.919445054       0.026021024  35.33470    -4.437019
14883 PISHK   (  0)      -0.314123663       0.126413215  -2.48490     0.912339

SE of equation            =     0.147155505
Sum of squared residuals  =  4.00612738      -0.168132175E-11
Average absolute error    =     0.110604748
Sum of ABS residuals      =  20.7936926    
R squared                 =   0.92237
Durbin-Watson statistic   =   2.36378
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                       +              !!         .    .0   .         !
 1966.2!                      +*              !!         .    .0   .         !
 1966.3!                    * +               !!         .  0 .    .         !
 1966.4!                   +*                 !!         .    0    .         !
 1967.1!                   +                  !!         .    .0   .         !
 1967.2!                   +*                 !!         .    . 0  .         !
 1967.3!                   + *                !!         .    .    0         !
 1967.4!                    + *               !!         .    .  0 .         !
 1968.1!                     +                !!         .    .0   .         !
 1968.2!                    +                 !!         .    0    .         !
 1968.3!                    +                 !!         .    .0   .         !
 1968.4!                   +  *               !!         .    .   0.         !
 1969.1!                     +  *             !!         .    .    .0        !
 1969.2!                       +*             !!         .    .0   .         !
 1969.3!                       +              !!         .   0.    .         !
 1969.4!                      +*              !!         .    .0   .         !
 1970.1!                      + *             !!         .    . 0  .         !
 1970.2!                       +              !!         .   0.    .         !
 1970.3!                      +*              !!         .    .0   .         !
 1970.4!                      +*              !!         .    . 0  .         !
 1971.1!                       +              !!         .    .0   .         !
 1971.2!                       + *            !!         .    .   0.         !
 1971.3!                         +*           !!         .    .  0 .         !
 1971.4!                          + *         !!         .    .  0 .         !
 1972.1!                           +*         !!         .    . 0  .         !
 1972.2!                           +*         !!         .    . 0  .         !
 1972.3!                            +*        !!         .    . 0  .         !
 1972.4!                            +         !!         .    0    .         !
 1973.1!                           +          !!         .   0.    .         !
 1973.2!                          +        *  !!         .    .    .         0
 1973.3!                                 +    !!         .   0.    .         !
 1973.4!                         *      +     !! 0       .    .    .         !
 1974.1!                         +    *       !!         .    .    .    0    !
 1974.2!                              + *     !!         .    .    0         !
 1974.3!                              * +     !!         . 0  .    .         !
 1974.4!                              +       *!         .    .    .         0
 1975.1!                                   * +!!         . 0  .    .         !
 1975.2!                                  + * !!         .    .  0 .         !
 1975.3!                                *  +  !!         0    .    .         !
 1975.4!                            *   +     !!       0 .    .    .         !
 1976.1!                            +*        !!         .    .  0 .         !
 1976.2!                             +  *     !!         .    .    0         !
 1976.3!                                +     !!         .    0    .         !
 1976.4!                               +   *  !!         .    .    .0        !
 1977.1!                                * +   !!         .0   .    .         !
 1977.2!                               + *    !!         .    .   0.         !
 1977.3!                                +     !!         .   0.    .         !
 1977.4!                               + *    !!         .    .    0         !
 1978.1!                            *   +     !!       0 .    .    .         !
 1978.2!                     *     +          !!   0     .    .    .         !
 1978.3!                    +       *         !!         .    .    .        0!
 1978.4!                          +  *        !!         .    .    0         !
 1979.1!                     *      +         !!  0      .    .    .         !
 1979.2!                    +  *              !!         .    .   0.         !
 1979.3!                 *    +               !!     0   .    .    .         !
 1979.4!                +   *                 !!         .    .    . 0       !
 1980.1!                   +*                 !!         .    . 0  .         !
 1980.2!                    +                 !!         .    0    .         !
 1980.3!                    +                 !!         .    0    .         !
 1980.4!                   +   *              !!         .    .    .0        !
 1981.1!                *     +               !!   0     .    .    .         !
 1981.2!               *+                     !!         .   0.    .         !
 1981.3!         *     +                      !!    0    .    .    .         !
 1981.4!         *+                           !!         .  0 .    .         !
 1982.1!       * +                            !!         .0   .    .         !
 1982.2!        +    *                        !!         .    .    .  0      !
 1982.3!          *  +                        !!        0.    .    .         !
 1982.4!          + *                         !!         .    .  0 .         !
 1983.1!            +                         !!         .   0.    .         !
 1983.2!      *     +                         !!   0     .    .    .         !
 1983.3!  *    +                              !!     0   .    .    .         !
 1983.4!    +*                                !!         .    . 0  .         !
 1984.1!    * +                               !!         . 0  .    .         !
 1984.2!    * +                               !!         . 0  .    .         !
 1984.3!   * +                                !!         .0   .    .         !
 1984.4!    +  *                              !!         .    .    .0        !
 1985.1!     *  +                             !!         0    .    .         !
 1985.2!      +                               !!         .    0    .         !
 1985.3!       +                              !!         .    0    .         !
 1985.4!        +*                            !!         .    .  0 .         !
 1986.1!          +                           !!         .    0    .         !
 1986.2!           +*                         !!         .    . 0  .         !
 1986.3!            *+                        !!         .   0.    .         !
 1986.4!          *  +                        !!         0    .    .         !
 1987.1!           +*                         !!         .    .  0 .         !
 1987.2!            *+                        !!         .   0.    .         !
 1987.3!             +                        !!         .    .0   .         !
 1987.4!         *    +                       !!      0  .    .    .         !
 1988.1!          +  *                        !!         .    .    0         !
 1988.2!           * +                        !!         .0   .    .         !
 1988.3!       *   +                          !!       0 .    .    .         !
 1988.4!        + *                           !!         .    .  0 .         !
 1989.1!          +*                          !!         .    .0   .         !
 1989.2!        *  +                          !!         0    .    .         !
 1989.3!      * +                             !!         0    .    .         !
 1989.4!      +   *                           !!         .    .    . 0       !
 1990.1!      *  +                            !!         0    .    .         !
 1990.2!  *   +                               !!       0 .    .    .         !
 1990.3!  +*                                  !!         .    0    .         !
 1990.4!   +  *                               !!         .    .    0         !
 1991.1!  *   +                               !!      0  .    .    .         !
 1991.2!  +                                   !!         .   0.    .         !
 1991.3! * +                                  !!         .0   .    .         !
 1991.4! +   *                                !!         .    .    . 0       !
 1992.1!   *  +                               !!         0    .    .         !
 1992.2!  * +                                 !!         . 0  .    .         !
 1992.3!   +*                                 !!         .    . 0  .         !
 1992.4!   *+                                 !!         .   0.    .         !
 1993.1!    + *                               !!         .    .   0.         !
 1993.2!   *  +                               !!         0    .    .         !
 1993.3!    + *                               !!         .    .  0 .         !
 1993.4!      +*                              !!         .    . 0  .         !
 1994.1!       +*                             !!         .    0    .         !
 1994.2!    *   +                             !!       0 .    .    .         !
 1994.3!   * +                                !!         . 0  .    .         !
 1994.4!    + *                               !!         .    .   0.         !
 1995.1!      *+                              !!         .   0.    .         !
 1995.2!   *   +                              !!       0 .    .    .         !
 1995.3!    + *                               !!         .    .   0.         !
 1995.4!      +                               !!         .   0.    .         !
 1996.1!      + *                             !!         .    .  0 .         !
 1996.2!      * +                             !!         . 0  .    .         !
 1996.3!      *+                              !!         .   0.    .         !
 1996.4!      +*                              !!         .    .0   .         !
 1997.1!       +                              !!         .   0.    .         !
 1997.2!       +                              !!         .    0    .         !
 1997.3!       +                              !!         .    0    .         !
 1997.4! *     +                              !!   0     .    .    .         !
 1998.1!*+                                    !!         . 0  .    .         !
 1998.2*+                                     !!         .  0 .    .         !
 1998.3*+                                     !!         .   0.    .         !
 1998.4!+   *                                 !!         .    .    .  0      !
 1999.1!     +                                !!         .    .0   .         !
 1999.2!     +                                !!         .   0.    .         !
 1999.3!     +*                               !!         .    . 0  .         !
 1999.4!      +   *                           !!         .    .    .  0      !
 2000.1!          +                           !!         .   0.    .         !
 2000.2!       * +                            !!         .0   .    .         !
 2000.3!       + *                            !!         .    .  0 .         !
 2000.4!         +                            !!         .    .0   .         !
 2001.1!        *+                            !!         .  0 .    .         !
 2001.2!      * +                             !!         . 0  .    .         !
 2001.3!      +*                              !!         .    .0   .         !
 2001.4!       + *                            !!         .    .   0.         !
 2002.1!       *+                             !!         . 0  .    .         !
 2002.2!       +                              !!         .    . 0  .         !
 2002.3!      *+                              !!         .  0 .    .         !
 2002.4!      + *                             !!         .    . 0  .         !
 2003.1!      *+                              !!         . 0  .    .         !
 2003.2! *    +                               !!      0  .    .    .         !
 2003.3!  + *                                 !!         .    .    0         !
 2003.4!    +  *                              !!         .    .   0.         !
 2004.1!     * +                              !!         . 0  .    .         !
 2004.2!     +*                               !!         .    . 0  .         !
 2004.3!    * +                               !!         .0   .    .         !
 2004.4!    +  *                              !!         .    .   0.         !
 2005.1!       + *                            !!         .    .   0.         !
 2005.2!       *+                             !!         . 0  .    .         !
 2005.3!      +                               !!         .   0.    .         !
 2005.4!      +                               !!         .    .0   .         !
 2006.1!      + *                             !!         .    .    0         !
 2006.2!       *+                             !!         .  0 .    .         !
 2006.3!     * +                              !!         .0   .    .         !
 2006.4!     +                                !!         .    0    .         !
 2007.1!     +*                               !!         .    .  0 .         !
 2007.2!      +                               !!         .    0    .         !
 2007.3!   *  +                               !!         .0   .    .         !
 2007.4!   +    *                             !!         .    .    .  0      !
 2008.1!       +     *                        !!         .    .    .    0    !
 2008.2!        *  +                          !!        0.    .    .         !
 2008.3!       + *                            !!         .    .  0 .         !
 2008.4!    *   +                             !!        0.    .    .         !
 2009.1!    +                                 !!         .    0    .         !
 2009.2! * +                                  !!         . 0  .    .         !
 2009.3! + *                                  !!         .    .    0         !
 2009.4!   +    *                             !!         .    .    .   0     !
 2010.1!      *+                              !!         .  0 .    .         !
 2010.2!    *+                                !!         .   0.    .         !
 2010.3!   *+                                 !!         .   0.    .         !
 2010.4!   +     *                            !!         .    .    .    0    !
 2011.1!      * +                             !!         .  0 .    .         !
 2011.2!      +   *                           !!         .    .    .  0      !
 2011.3!         +                            !!         .   0.    .         !
 2011.4!        +                             !!         .    0    .         !
 2012.1!       +                              !!         .    0    .         !
 2012.2!      +                               !!         .    0    .         !
 2012.3! *   +                                !!      0  .    .    .         !
 2012.4!+*                                    !!         .    . 0  .         !


     26.06 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
@@EQ 2725 LAAKEHK C LAKEHK(-1) PKEHK;SMPL 1991.3 2012.4;OLS;EST 2725 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBAHK=BAPX$/HKPMM;                                                      
 GENR LAABAHK=LOG(AABAHK+.00001);                                             
 GENR LABAHK=LOG(ABAHK+.00001);                                               
 LHS AABAHK=EXP(LAABAHK)-.00001;                                              
  EQ 2726 LAABAHK C LABAHK(-1) PBAHK;                                         
EQUATION 1493  LAABAHK  
   RHS     C  LABAHK(-1)  PBAHK  
 SMPL 1976.3 2012.4;                                                          
Sample period is now  1976.3 to  2012.4 Internally:    99 to   244
 OLS;EST 1493 PLOT=0;END;                                                     

Equation number = 1493
**********************

Dependent variable = LAABAHK 

 1976.3 -   2012.4,    0 missing obs.,  146 obs. used.

Mean of dependent variable       -8.076010071

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.742564362       0.508188514  -7.36452     1.000000
14888 LABAHK  ( -1)       0.388188090       0.075851016   5.11777    -8.089989
14886 PBAHK   (  0)      -0.990531450       0.225046285  -4.40146     1.204412

SE of equation            =     0.540184587
Sum of squared residuals  =  41.7273126      -0.643618492E-10
Average absolute error    =     0.359127139
Sum of ABS residuals      =  52.4325623    
R squared                 =   0.43181
Durbin-Watson statistic   =   1.96237
SMPL and No. Obs.         = 1976.3   2012.4    146

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.3!         +                 *          !!           .  .  .      0    !
 1976.4!           *      +                   !!          0.  .  .           !
 1977.1!       *    +                         !!           0  .  .           !
 1977.2!      *    +                          !!           .0 .  .           !
 1977.3!      *    +                          !!           0  .  .           !
 1977.4!*          +                          !!       0   .  .  .           !
 1978.1!         +   *                        !!           .  .  0           !
 1978.2!      *       +                       !!          0.  .  .           !
 1978.3!*         +                           !!         0 .  .  .           !
 1978.4!          +*                          !!           .  .0 .           !
 1979.1!             +                        !!           .  0  .           !
 1979.2!            * +                       !!           . 0.  .           !
 1979.3*            +                         !!       0   .  .  .           !
 1979.4!      +    *                          !!           .  .  0           !
 1980.1!          +     *                     !!           .  .  .0          !
 1980.2!             +                  *     !!           .  .  .       0   !
 1980.3!   *                +                 !!    0      .  .  .           !
 1980.4!            +                         *!           .  .  .           0
 1981.1!                          +   *       !!           .  . 0.           !
 1981.2!             *         +              !!        0  .  .  .           !
 1981.3!                  +            *      !!           .  .  .    0      !
 1981.4!                  *       +           !!          0.  .  .           !
 1982.1!                     +                !!           .  0  .           !
 1982.2!             *        +               !!         0 .  .  .           !
 1982.3!         *        +                   !!         0 .  .  .           !
 1982.4!               * +                    !!           . 0.  .           !
 1983.1!                   +   *              !!           .  . 0.           !
 1983.2!          *           +               !!       0   .  .  .           !
 1983.3!  *              +                    !!      0    .  .  .           !
 1983.4!             +   *                    !!           .  . 0.           !
 1984.1!                  +*                  !!           .  .0 .           !
 1984.2!         *       +                    !!          0.  .  .           !
 1984.3!        *   +                         !!           0  .  .           !
 1984.4!         +    *                       !!           .  .  0           !
 1985.1!         +          *                 !!           .  .  .  0        !
 1985.2!          +     *                     !!           .  .  0           !
 1985.3!              +*                      !!           .  .0 .           !
 1985.4!                 + *                  !!           .  .0 .           !
 1986.1!                   +  *               !!           .  .0 .           !
 1986.2!            *        +                !!         0 .  .  .           !
 1986.3!                * +                   !!           . 0.  .           !
 1986.4!                   +  *               !!           .  .0 .           !
 1987.1!                      +  *            !!           .  . 0.           !
 1987.2!                     *  +             !!           .0 .  .           !
 1987.3!                    * +               !!           . 0.  .           !
 1987.4!                      +*              !!           .  .0 .           !
 1988.1!                       +              !!           .  0  .           !
 1988.2!              *       +               !!         0 .  .  .           !
 1988.3!          *       +                   !!         0 .  .  .           !
 1988.4!                *+                    !!           . 0.  .           !
 1989.1!                    +  *              !!           .  . 0.           !
 1989.2!                  *   +               !!           .0 .  .           !
 1989.3!     *               +                !!     0     .  .  .           !
 1989.4!                + *                   !!           .  .0 .           !
 1990.1!                     *+               !!           .  0  .           !
 1990.2!                    *  +              !!           .0 .  .           !
 1990.3!              *      +                !!          0.  .  .           !
 1990.4!                *   +                 !!           .0 .  .           !
 1991.1!                  *  +                !!           .0 .  .           !
 1991.2!               *     +                !!           0  .  .           !
 1991.3!                   *+                 !!           . 0.  .           !
 1991.4!                      +  *            !!           .  .0 .           !
 1992.1!                        *+            !!           .  0  .           !
 1992.2!                      * +             !!           . 0.  .           !
 1992.3!                        +             !!           .  0  .           !
 1992.4!                        + *           !!           .  .0 .           !
 1993.1!                         +  *         !!           .  . 0.           !
 1993.2!                          + *         !!           .  .0 .           !
 1993.3!                          + *         !!           .  .0 .           !
 1993.4!                          +    *      !!           .  .  0           !
 1994.1!                           +*         !!           .  .0 .           !
 1994.2!                          + *         !!           .  .0 .           !
 1994.3!                          +  *        !!           .  . 0.           !
 1994.4!                          +       *   !!           .  .  .0          !
 1995.1!                            +    *    !!           .  . 0.           !
 1995.2!                            +  *      !!           .  . 0.           !
 1995.3!                           +   *      !!           .  . 0.           !
 1995.4!                           +     *    !!           .  .  0           !
 1996.1!                            + *       !!           .  . 0.           !
 1996.2!                           +   *      !!           .  . 0.           !
 1996.3!                           + *        !!           .  .0 .           !
 1996.4!                          +   *       !!           .  . 0.           !
 1997.1!                          +  *        !!           .  .0 .           !
 1997.2!                          + *         !!           .  .0 .           !
 1997.3!                          +*          !!           .  .0 .           !
 1997.4!                         +*           !!           .  .0 .           !
 1998.1!                        +             !!           .  0  .           !
 1998.2!                       +   *          !!           .  . 0.           !
 1998.3!                        + *           !!           .  .0 .           !
 1998.4!                        +    *        !!           .  . 0.           !
 1999.1!                         +*           !!           .  0  .           !
 1999.2!                        +    *        !!           .  .  0           !
 1999.3!                        *+            !!           . 0.  .           !
 1999.4!                        +             !!           .  0  .           !
 2000.1!                        + *           !!           .  .0 .           !
 2000.2!                        +     *       !!           .  .  0           !
 2000.3!                          +           !!           .  0  .           !
 2000.4!                        +  *          !!           .  . 0.           !
 2001.1!                         +  *         !!           .  . 0.           !
 2001.2!                         +       *    !!           .  .  . 0         !
 2001.3!                          + *         !!           .  .0 .           !
 2001.4!                         +            !!           .  0  .           !
 2002.1!                       +    *         !!           .  .  0           !
 2002.2!                         +   *        !!           .  . 0.           !
 2002.3!                         + *          !!           .  .0 .           !
 2002.4!                        +  *          !!           .  . 0.           !
 2003.1!                       * +            !!           . 0.  .           !
 2003.2!                       +  *           !!           .  . 0.           !
 2003.3!                        +             !!           .  0  .           !
 2003.4!                        +             !!           .  0  .           !
 2004.1!                      * +             !!           . 0.  .           !
 2004.2!                       +  *           !!           .  . 0.           !
 2004.3!                       *+             !!           . 0.  .           !
 2004.4!                      * +             !!           . 0.  .           !
 2005.1!                       +              !!           .  0  .           !
 2005.2!                        +             !!           .  0  .           !
 2005.3!                       *+             !!           . 0.  .           !
 2005.4!                       +              !!           .  0  .           !
 2006.1!                       +              !!           .  0  .           !
 2006.2!                       +              !!           .  0  .           !
 2006.3!                      * +             !!           . 0.  .           !
 2006.4!                     * +              !!           . 0.  .           !
 2007.1!                    *  +              !!           .0 .  .           !
 2007.2!                    * +               !!           .0 .  .           !
 2007.3!                     *+               !!           . 0.  .           !
 2007.4!                       +              !!           .  0  .           !
 2008.1!                       + *            !!           .  .0 .           !
 2008.2!                        +*            !!           .  0  .           !
 2008.3!                    *   +             !!           .0 .  .           !
 2008.4!                     *+               !!           . 0.  .           !
 2009.1!                      +*              !!           .  0  .           !
 2009.2!                    *  +              !!           .0 .  .           !
 2009.3!                    * +               !!           . 0.  .           !
 2009.4!                      +*              !!           .  0  .           !
 2010.1!                     * +              !!           . 0.  .           !
 2010.2!                      *+              !!           . 0.  .           !
 2010.3!                       +*             !!           .  .0 .           !
 2010.4!                       *+             !!           . 0.  .           !
 2011.1!                       *+             !!           .  0  .           !
 2011.2!                       +  *           !!           .  .0 .           !
 2011.3!                         +            !!           .  0  .           !
 2011.4!                       *+             !!           .  0  .           !
 2012.1!                       +*             !!           .  0  .           !
 2012.2!                        +             !!           .  0  .           !
 2012.3!                       *+             !!           .  0  .           !
 2012.4!                       +              !!           .  0  .           !


     18.49 percent of the residuals exceed 1 SE
      6.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIHK=SIPX$/HKPMM;                                                      
 GENR LAASIHK=LOG(AASIHK+.00001);                                             
 GENR LASIHK=LOG(ASIHK+.00001);                                               
 LHS AASIHK=EXP(LAASIHK)-.00001;                                              
  EQ 2727 LAASIHK C LASIHK(-1) PSIHK;                                         
EQUATION 1494  LAASIHK  
   RHS     C  LASIHK(-1)  PSIHK  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST 1494 PLOT=0;END;                                                     

Equation number = 1494
**********************

Dependent variable = LAASIHK 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -3.016671368

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.100718907       0.050161012  -2.00791     1.000000
14891 LASIHK  ( -1)       0.931455416       0.024039163  38.74741    -3.024636
14889 PSIHK   (  0)      -0.074362574       0.043055286  -1.72714     1.326464

SE of equation            =     0.097832736
Sum of squared residuals  =  1.67496774       0.198863148E-11
Average absolute error    =     0.073847845
Sum of ABS residuals      =  13.1449163    
R squared                 =   0.95187
Durbin-Watson statistic   =   2.27228
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3!  * +                                 !!         0.   .   .          !
 1968.4! * +                                  !!          .0  .   .          !
 1969.1!  +                                   !!          .  0.   .          !
 1969.2!*  +                                  !!        0 .   .   .          !
 1969.3* +                                    !!         0.   .   .          !
 1969.4!+                                     !!          .  0.   .          !
 1970.1! +                                    !!          .   0   .          !
 1970.2! *+                                   !!          . 0 .   .          !
 1970.3!  +*                                  !!          .   .0  .          !
 1970.4!    +*                                !!          .   . 0 .          !
 1971.1!      +                               !!          .   0   .          !
 1971.2!      + *                             !!          .   .  0.          !
 1971.3!         +*                           !!          .   . 0 .          !
 1971.4!           +*                         !!          .   .  0.          !
 1972.1!             +                        !!          .   0   .          !
 1972.2!             +*                       !!          .   .0  .          !
 1972.3!              +                       !!          .   0   .          !
 1972.4!              *+                      !!          . 0 .   .          !
 1973.1!               +                      !!          .   .0  .          !
 1973.2!               *+                     !!          .  0.   .          !
 1973.3!                +                     !!          .   .0  .          !
 1973.4!                 +*                   !!          .   . 0 .          !
 1974.1!                  +      *            !!          .   .   .         0!
 1974.2!                         +*           !!          .   . 0 .          !
 1974.3!                         +            !!          .   0   .          !
 1974.4!                         +*           !!          .   . 0 .          !
 1975.1!                          + *         !!          .   .   0          !
 1975.2!                           +*         !!          .   .0  .          !
 1975.3!                        *  +          !!        0 .   .   .          !
 1975.4!                        +             !!          .   .0  .          !
 1976.1!                        +*            !!          .   .  0.          !
 1976.2!                         +            !!          .   .0  .          !
 1976.3!                         +            !!          .   .0  .          !
 1976.4!                         + *          !!          .   .  0.          !
 1977.1!                        * +           !!          0   .   .          !
 1977.2!                        +             !!          .   .0  .          !
 1977.3!                        +   *         !!          .   .   .   0      !
 1977.4!                           *+         !!          . 0 .   .          !
 1978.1!                   *       +          !0          .   .   .          !
 1978.2!                   +*                 !!          .   .0  .          !
 1978.3!                    +*                !!          .   . 0 .          !
 1978.4!                   * +                !!          .0  .   .          !
 1979.1!                    +                 !!          .   0   .          !
 1979.2!                  * +                 !!          0   .   .          !
 1979.3!                  + *                 !!          .   .   .0         !
 1979.4!                    +*                !!          .   .0  .          !
 1980.1!                    +    *            !!          .   .   .    0     !
 1980.2!                         + *          !!          .   .   0          !
 1980.3!                          + *         !!          .   .   0          !
 1980.4!                           *+         !!          .  0.   .          !
 1981.1!                        * +           !!         0.   .   .          !
 1981.2!                       +              !!          .   0   .          !
 1981.3!                      *+              !!          .  0.   .          !
 1981.4!                      +  *            !!          .   .   . 0        !
 1982.1!                       *+             !!          . 0 .   .          !
 1982.2!                       + *            !!          .   .  0.          !
 1982.3!                       *+             !!          . 0 .   .          !
 1982.4!                       +*             !!          .   . 0 .          !
 1983.1!                      *+              !!          . 0 .   .          !
 1983.2!                  *   +               !!       0  .   .   .          !
 1983.3!                  + *                 !!          .   .  0.          !
 1983.4!                    +                 !!          .   0   .          !
 1984.1!                  * +                 !!          0   .   .          !
 1984.2!                * +                   !!         0.   .   .          !
 1984.3!                +  *                  !!          .   .   . 0        !
 1984.4!                  *+                  !!          . 0 .   .          !
 1985.1!                  +*                  !!          .   .0  .          !
 1985.2!                   +                  !!          .   0   .          !
 1985.3!                *  +                  !!       0  .   .   .          !
 1985.4!                +                     !!          .   0   .          !
 1986.1!                + *                   !!          .   .   0          !
 1986.2!                   +                  !!          .  0.   .          !
 1986.3!                  *+                  !!          . 0 .   .          !
 1986.4!                 * +                  !!          0   .   .          !
 1987.1!                *+                    !!          .0  .   .          !
 1987.2!                 +*                   !!          .   . 0 .          !
 1987.3!                 *+                   !!          . 0 .   .          !
 1987.4!                * +                   !!         0.   .   .          !
 1988.1!                + *                   !!          .   .  0.          !
 1988.2!                 * +                  !!          . 0 .   .          !
 1988.3!                 *+                   !!          . 0 .   .          !
 1988.4!                  +                   !!          .  0.   .          !
 1989.1!                  +*                  !!          .   0   .          !
 1989.2!                 * +                  !!          .0  .   .          !
 1989.3!                  +                   !!          .  0.   .          !
 1989.4!                  +*                  !!          .   .0  .          !
 1990.1!                   +                  !!          .   0   .          !
 1990.2!                  * +                 !!          0   .   .          !
 1990.3!                  +                   !!          .  0.   .          !
 1990.4!                 *+                   !!          . 0 .   .          !
 1991.1!                  +  *                !!          .   .   . 0        !
 1991.2!                    *+                !!          .0  .   .          !
 1991.3!                   *+                 !!          . 0 .   .          !
 1991.4!                  *+                  !!          .0  .   .          !
 1992.1!                  +  *                !!          .   .   .0         !
 1992.2!                  *  +                !!        0 .   .   .          !
 1992.3!                   +                  !!          .   0   .          !
 1992.4!                  *+                  !!          . 0 .   .          !
 1993.1!                   +    *             !!          .   .   .      0   !
 1993.2!                         +*           !!          .   .  0.          !
 1993.3!                          +*          !!          .   .0  .          !
 1993.4!                          *+          !!          . 0 .   .          !
 1994.1!                          +*          !!          .   . 0 .          !
 1994.2!                           +          !!          .   .0  .          !
 1994.3!                           +          !!          .  0.   .          !
 1994.4!                         * +          !!          .0  .   .          !
 1995.1!                          + *         !!          .   .   0          !
 1995.2!                         *  +         !!          0   .   .          !
 1995.3!                         +   *        !!          .   .   . 0        !
 1995.4!                            *+        !!          . 0 .   .          !
 1996.1!                            +  *      !!          .   .   .  0       !
 1996.2!                            *  +      !!        0 .   .   .          !
 1996.3!                       *    +         !!    0     .   .   .          !
 1996.4!                       +    *         !!          .   .   .    0     !
 1997.1!                            +*        !!          .   . 0 .          !
 1997.2!                            + *       !!          .   . 0 .          !
 1997.3!                             *+       !!          .  0.   .          !
 1997.4!                           * +        !!          0   .   .          !
 1998.1!                           +*         !!          .   . 0 .          !
 1998.2!                           *+         !!          . 0 .   .          !
 1998.3!                           + *        !!          .   .  0.          !
 1998.4!                            *+        !!          .  0.   .          !
 1999.1!                            + *       !!          .   .  0.          !
 1999.2!                            * +       !!          0   .   .          !
 1999.3!                            +         !!          .   .0  .          !
 1999.4!                            +         !!          .  0.   .          !
 2000.1!                            +*        !!          .   .0  .          !
 2000.2!                           * +        !!          .0  .   .          !
 2000.3!                            + *       !!          .   .   0          !
 2000.4!                            * +       !!          . 0 .   .          !
 2001.1!                            +  *      !!          .   .   0          !
 2001.2!                            * +       !!          0   .   .          !
 2001.3!                            +  *      !!          .   .   0          !
 2001.4!                             * +      !!          . 0 .   .          !
 2002.1!                             *+       !!          . 0 .   .          !
 2002.2!                           * +        !!          . 0 .   .          !
 2002.3!                            +*        !!          .   .  0.          !
 2002.4!                             + *      !!          .   . 0 .          !
 2003.1!                               + *    !!          .   .   0          !
 2003.2!                              *  +    !!          0   .   .          !
 2003.3!                              *+      !!          .  0.   .          !
 2003.4!                              +       !!          .  0.   .          !
 2004.1!                              +*      !!          .   .  0.          !
 2004.2!                               +*     !!          .   .0  .          !
 2004.3!                              * +     !!          .0  .   .          !
 2004.4!                               +      !!          .   .0  .          !
 2005.1!                               + *    !!          .   .   0          !
 2005.2!                                *+    !!          . 0 .   .          !
 2005.3!                                +*    !!          .   . 0 .          !
 2005.4!                                *+    !!          .  0.   .          !
 2006.1!                                + *   !!          .   .   0          !
 2006.2!                                 *+   !!          .0  .   .          !
 2006.3!                                 + *  !!          .   .   .0         !
 2006.4!                                 * +  !!          0   .   .          !
 2007.1!                                 +*   !!          .   .  0.          !
 2007.2!                                  +   !!          .   .0  .          !
 2007.3!                                  +   !!          .   0   .          !
 2007.4!                                  +   !!          .   0   .          !
 2008.1!                                  + * !!          .   .   .0         !
 2008.2!                                   *+ !!          .0  .   .          !
 2008.3!                                  +   !!          .   0   .          !
 2008.4!                                  +*  !!          .   . 0 .          !
 2009.1!                                   + *!!          .   .   .0         !
 2009.2!                                     +!!          .  0.   .          !
 2009.3!                                   *+ !!          .0  .   .          !
 2009.4!                                   +* !!          .   .0  .          !
 2010.1!                                   +  *!          .   .   .0         !
 2010.2!                                    * +!          0   .   .          !
 2010.3!                                   +* !!          .   .0  .          !
 2010.4!                                   *+ !!          .  0.   .          !
 2011.1!                                   +* !!          .   .0  .          !
 2011.2!                                  *+  !!          .0  .   .          !
 2011.3!                                  +   !!          .   0   .          !
 2011.4!                                 +    !!          .  0.   .          !
 2012.1!                                 + *  !!          .   .  0.          !
 2012.2!                               *  +   !!        0 .   .   .          !
 2012.3!                               +      !!          . 0 .   .          !
 2012.4!                               +      !!          .   0   .          !


     28.09 percent of the residuals exceed 1 SE
      3.93 percent of the residuals exceed 2 SE
@EQ  2728 LAAVIHK C LAVIHK(-1) PVIHK;SMPL 1981.3 2012.4;OLS;EST 2728 PLOT=0;EN
@@EQ 2729 LAANIHK C LANIHK(-1) PNIHK;SMPL 2003.3 2012.4;OLS;EST 2729 PLOT=0;EN
@@EQ 2730 LAAALHK C LAALHK(-1) PALHK;SMPL 2006.3 2012.4;OLS;EST 2730 PLOT=0;EN
@@EQ 2731 LAAIAHK C LAIAHK(-1) PIAHK;SMPL 1966.1 2012.4;OLS;EST 2731 PLOT=0;EN
@@EQ 2732 LAAINHK C LAINHK(-1) PINHK;SMPL 2000.3 2012.4;OLS;EST 2732 PLOT=0;EN
@@EQ 2733 LAAIQHK C LAIQHK(-1) PIQHK;SMPL 2008.1 2012.4;OLS;EST 2733 PLOT=0;EN
@@EQ 2734 LAAKUHK C LAKUHK(-1) PKUHK;SMPL 1992.1 2012.4;OLS;EST 2734 PLOT=0;EN
@@EQ 2735 LAALIHK C LALIHK(-1) PLIHK;SMPL 2013.1 2012.4;OLS;EST 2735 PLOT=0;EN
@@EQ 2736 LAAUAHK C LAUAHK(-1) PUAHK;SMPL 1981.3 2012.4;OLS;EST 2736 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSSI=USPX$/SIPMM;                                                      
 GENR LAAUSSI=LOG(AAUSSI+.00001);                                             
 GENR LAUSSI=LOG(AUSSI+.00001);                                               
 LHS AAUSSI=EXP(LAAUSSI)-.00001;                                              
  EQ 2737 LAAUSSI C LAUSSI(-1) PUSSI;                                         
EQUATION 1495  LAAUSSI  
   RHS     C  LAUSSI(-1)  PUSSI  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1495 PLOT=0;END;                                                     

Equation number = 1495
**********************

Dependent variable = LAAUSSI 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -2.092587313

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.334541911       0.082325186  -4.06366     1.000000
14894 LAUSSI  ( -1)       0.799349377       0.037661203  21.22474    -2.097588
14892 PUSSI   (  0)      -0.061923751       0.051910062  -1.19290     1.313541

SE of equation            =     0.112109335
Sum of squared residuals  =  2.28746755      -0.984057280E-11
Average absolute error    =     0.082291951
Sum of ABS residuals      =  15.2240109    
R squared                 =   0.75311
Durbin-Watson statistic   =   2.50437
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!+                                     !!          .   0   .          !
 1967.1*     +                                !!       0  .   .   .          !
 1967.2!  *  +                                !!          .0  .   .          !
 1967.3!       +*                             !!          .   .0  .          !
 1967.4!       *    +                         !!        0 .   .   .          !
 1968.1*           +                          !!0         .   .   .          !
 1968.2!     +        *                       !!          .   .   .      0   !
 1968.3!           *     +                    !!        0 .   .   .          !
 1968.4!        *     +                       !!      0   .   .   .          !
 1969.1!    *      +                          !!     0    .   .   .          !
 1969.2!         +   *                        !!          .   .   . 0        !
 1969.3!                +   *                 !!          .   .   .0         !
 1969.4!                      + *             !!          .   .  0.          !
 1970.1!                         +*           !!          .   0   .          !
 1970.2!                           +   *      !!          .   .   .0         !
 1970.3!                              *+      !!          .  0.   .          !
 1970.4!                         *    +       !!         0.   .   .          !
 1971.1!                          +     *     !!          .   .   .  0       !
 1971.2!                                +*    !!          .   .0  .          !
 1971.3!                               *+     !!          . 0 .   .          !
 1971.4!                              *+      !!          .  0.   .          !
 1972.1!                            * +       !!          . 0 .   .          !
 1972.2!                            +*        !!          .   0   .          !
 1972.3!                             +  *     !!          .   .  0.          !
 1972.4!                            *  +      !!          0   .   .          !
 1973.1!                           *+         !!          . 0 .   .          !
 1973.2!                         * +          !!          . 0 .   .          !
 1973.3!                         +       *    !!          .   .   .     0    !
 1973.4!                          *     +     !!       0  .   .   .          !
 1974.1!                          +   *       !!          .   .   .0         !
 1974.2!                              + *     !!          .   . 0 .          !
 1974.3!                               +*     !!          .   .0  .          !
 1974.4!                           *   +      !!          0   .   .          !
 1975.1!                           +  *       !!          .   .  0.          !
 1975.2!                             +*       !!          .   .0  .          !
 1975.3!                            *+        !!          .  0.   .          !
 1975.4!                        *   +         !!          0   .   .          !
 1976.1!                      *  +            !!          .0  .   .          !
 1976.2!                      +  *            !!          .   .  0.          !
 1976.3!                    *    +            !!         0.   .   .          !
 1976.4!                    *+                !!          .  0.   .          !
 1977.1!                     +*               !!          .   .0  .          !
 1977.2!                      +  *            !!          .   .   0          !
 1977.3!                        *+            !!          .  0.   .          !
 1977.4!                      * +             !!          .0  .   .          !
 1978.1!                      +               !!          .  0.   .          !
 1978.2!                      +*              !!          .   .0  .          !
 1978.3!                       *+             !!          .  0.   .          !
 1978.4!                        +   *         !!          .   .   .0         !
 1979.1!                            +         !!          .   0   .          !
 1979.2!                           +   *      !!          .   .   0          !
 1979.3!                              +       *!          .   .   .    0     !
 1979.4!                              *     + !!        0 .   .   .          !
 1980.1!                              + *     !!          .   . 0 .          !
 1980.2!                               +  *   !!          .   .  0.          !
 1980.3!                               *+     !!          . 0 .   .          !
 1980.4!                             *+       !!          . 0 .   .          !
 1981.1!                            +         !!          .   0   .          !
 1981.2!                        *   +         !!          0   .   .          !
 1981.3!                        +             !!          .   0   .          !
 1981.4!                      * +             !!          .0  .   .          !
 1982.1!                      *+              !!          .  0.   .          !
 1982.2!                      +   *           !!          .   .   .0         !
 1982.3!                          +*          !!          .   0   .          !
 1982.4!                        * +           !!          . 0 .   .          !
 1983.1!                         +    *       !!          .   .   . 0        !
 1983.2!                             +       *!!          .   .   .    0     !
 1983.3!                      *           +   !0          .   .   .          !
 1983.4!                      +   *           !!          .   .   .0         !
 1984.1!                          +           !!          .   0   .          !
 1984.2!                           +*         !!          .   . 0 .          !
 1984.3!                           *+         !!          .  0.   .          !
 1984.4!                           +    *     !!          .   .   . 0        !
 1985.1!                             * +      !!          . 0 .   .          !
 1985.2!                             +*       !!          .   . 0 .          !
 1985.3!                              +*      !!          .   .0  .          !
 1985.4!                            * +       !!          . 0 .   .          !
 1986.1!                           *+         !!          .  0.   .          !
 1986.2!                        *  +          !!          .0  .   .          !
 1986.3!                         + *          !!          .   .  0.          !
 1986.4!                         * +          !!          .0  .   .          !
 1987.1!                         +    *       !!          .   .   . 0        !
 1987.2!                              +       !!          .   0   .          !
 1987.3!                          *  +        !!          .0  .   .          !
 1987.4!                           +*         !!          .   . 0 .          !
 1988.1!                            +    *    !!          .   .   .0         !
 1988.2!                               *+     !!          .  0.   .          !
 1988.3!                              +*      !!          .   0   .          !
 1988.4!                              + *     !!          .   . 0 .          !
 1989.1!                               +   *  !!          .   .   0          !
 1989.2!                                 +    !!          .   0   .          !
 1989.3!                                +*    !!          .   .0  .          !
 1989.4!                                + *   !!          .   . 0 .          !
 1990.1!                               * +    !!          . 0 .   .          !
 1990.2!                              +       !!          .  0.   .          !
 1990.3!                              + *     !!          .   .  0.          !
 1990.4!                              * +     !!          . 0 .   .          !
 1991.1!                              +  *    !!          .   .   0          !
 1991.2!                                +*    !!          .   .0  .          !
 1991.3!                          *     +     !!       0  .   .   .          !
 1991.4!                          +  *        !!          .   .  0.          !
 1992.1!                             +        !!          .   .0  .          !
 1992.2!                             +   *    !!          .   .   0          !
 1992.3!                           *    +     !!         0.   .   .          !
 1992.4!                            + *       !!          .   .  0.          !
 1993.1!                              +  *    !!          .   .   0          !
 1993.2!                              * +     !!          . 0 .   .          !
 1993.3!                              +       !!          .   .0  .          !
 1993.4!                              +       !!          .   0   .          !
 1994.1!                             *+       !!          .  0.   .          !
 1994.2!                             +        !!          .  0.   .          !
 1994.3!                             + *      !!          .   . 0 .          !
 1994.4!                              *+      !!          .   0   .          !
 1995.1!                              +       !!          .   0   .          !
 1995.2!                             *+       !!          .  0.   .          !
 1995.3!                             + *      !!          .   . 0 .          !
 1995.4!                              +  *    !!          .   .  0.          !
 1996.1!                               *+     !!          .  0.   .          !
 1996.2!                               +      !!          .   .0  .          !
 1996.3!                              *+      !!          .  0.   .          !
 1996.4!                             *+       !!          .   0   .          !
 1997.1!                             +  *     !!          .   .  0.          !
 1997.2!                              *+      !!          . 0 .   .          !
 1997.3!                             +  *     !!          .   .  0.          !
 1997.4!                              *+      !!          . 0 .   .          !
 1998.1!                             + *      !!          .   . 0 .          !
 1998.2!                               +*     !!          .   . 0 .          !
 1998.3!                               +  *   !!          .   .  0.          !
 1998.4!                                *+    !!          .   0   .          !
 1999.1!                                +  *  !!          .   .   0          !
 1999.2!                               * +    !!          . 0 .   .          !
 1999.3!                               + *    !!          .   .  0.          !
 1999.4!                              * +     !!          . 0 .   .          !
 2000.1!                            * +       !!          . 0 .   .          !
 2000.2!                            +         !!          .   0   .          !
 2000.3!                            +   *     !!          .   .   0          !
 2000.4!                               +      !!          .   0   .          !
 2001.1!                              +  *    !!          .   .  0.          !
 2001.2!                                +*    !!          .   .0  .          !
 2001.3!                                +*    !!          .   . 0 .          !
 2001.4!                                +  *  !!          .   .  0.          !
 2002.1!                                *+    !!          .  0.   .          !
 2002.2!                               +      !!          .  0.   .          !
 2002.3!                              +       !!          .  0.   .          !
 2002.4!                             +        !!          .   0   .          !
 2003.1!                             + *      !!          .   . 0 .          !
 2003.2!                            *  +      !!          .0  .   .          !
 2003.3!                            +     *   !!          .   .   .  0       !
 2003.4!                           *     +    !!       0  .   .   .          !
 2004.1!                            +  *      !!          .   .  0.          !
 2004.2!                              + *     !!          .   .  0.          !
 2004.3!                                +*    !!          .   .0  .          !
 2004.4!                         *      +     !!      0   .   .   .          !
 2005.1!                          +    *      !!          .   .   . 0        !
 2005.2!                            * +       !!          .0  .   .          !
 2005.3!                           *+         !!          .  0.   .          !
 2005.4!                           +          !!          .   0   .          !
 2006.1!                           *+         !!          .   0   .          !
 2006.2!                            +         !!          .   0   .          !
 2006.3!                           *+         !!          . 0 .   .          !
 2006.4!                           +      *   !!          .   .   .   0      !
 2007.1!                               * +    !!          . 0 .   .          !
 2007.2!                           *   +      !!          0   .   .          !
 2007.3!                          * +         !!          . 0 .   .          !
 2007.4!                         * +          !!          .  0.   .          !
 2008.1!                          + *         !!          .   . 0 .          !
 2008.2!                            +         !!          .  0.   .          !
 2008.3!                       *    +         !!        0 .   .   .          !
 2008.4!                       *+             !!          .  0.   .          !
 2009.1!                        +*            !!          .   .0  .          !
 2009.2!                     *    +           !!        0 .   .   .          !
 2009.3!                       +*             !!          .   . 0 .          !
 2009.4!                        *+            !!          .  0.   .          !
 2010.1!                         +*           !!          .   .0  .          !
 2010.2!                           +          !!          .   0   .          !
 2010.3!                            +         !!          .   0   .          !
 2010.4!                          * +         !!          .0  .   .          !
 2011.1!                       *   +          !!          0   .   .          !
 2011.2!                         +            !!          .   0   .          !
 2011.3!                         *+           !!          .   0   .          !
 2011.4!                         *+           !!          .  0.   .          !
 2012.1!                       *  +           !!          0   .   .          !
 2012.2!                       *+             !!          .   0   .          !
 2012.3!                     *  +             !!          0   .   .          !
 2012.4!                      *+              !!          .  0.   .          !


     24.86 percent of the residuals exceed 1 SE
      4.86 percent of the residuals exceed 2 SE
@EQ  2738 LAACASI C LACASI(-1) PCASI;SMPL 1969.2 2012.4;OLS;EST 2738 PLOT=0;EN
@EQ  2739 LAAJASI C LAJASI(-1) PJASI;SMPL 1966.4 2012.4;OLS;EST 2739 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUSI=AUPX$/SIPMM;                                                      
 GENR LAAAUSI=LOG(AAAUSI+.00001);                                             
 GENR LAAUSI=LOG(AAUSI+.00001);                                               
 LHS AAAUSI=EXP(LAAAUSI)-.00001;                                              
  EQ 2740 LAAAUSI C LAAUSI(-1) PAUSI;                                         
EQUATION 1496  LAAAUSI  
   RHS     C  LAAUSI(-1)  PAUSI  
 SMPL 1969.4 2012.4;                                                          
Sample period is now  1969.4 to  2012.4 Internally:    72 to   244
 OLS;EST 1496 PLOT=0;END;                                                     

Equation number = 1496
**********************

Dependent variable = LAAAUSI 

 1969.4 -   2012.4,    0 missing obs.,  173 obs. used.

Mean of dependent variable       -6.339700583

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.543358354       0.369309785  -6.88679     1.000000
14897 LAAUSI  ( -1)       0.542296536       0.065323608   8.30169    -6.336301
14895 PAUSI   (  0)      -0.315303064       0.111306525  -2.83275     1.142355

SE of equation            =     0.190637992
Sum of squared residuals  =  6.17828345      -0.955120427E-10
Average absolute error    =     0.146276340
Sum of ABS residuals      =  25.3058068    
R squared                 =   0.43521
Durbin-Watson statistic   =   2.19548
SMPL and No. Obs.         = 1969.4   2012.4    173

Plot of actual(*) and fitted(+) values and residuals(0)


 1969.4!                            +   *     !!          .   . 0 .          !
 1970.1!                            +       * !!          .   .   . 0        !
 1970.2!                               + *    !!          .   . 0 .          !
 1970.3!                             +   *    !!          .   .  0.          !
 1970.4!                             +*       !!          .   0   .          !
 1971.1!                           + *        !!          .   .0  .          !
 1971.2!                          *+          !!          .   0   .          !
 1971.3!                         +            !!          .   0   .          !
 1971.4!                         +*           !!          .   .0  .          !
 1972.1!                   *     +            !!          0   .   .          !
 1972.2!                 *  +                 !!          . 0 .   .          !
 1972.3!                  +                  *!!          .   .   .       0  !
 1972.4!                              +  *    !!          .   . 0 .          !
 1973.1!             *              +         !!    0     .   .   .          !
 1973.2!            * +                       !!          .  0.   .          !
 1973.3!            +         *               !!          .   .   . 0        !
 1973.4!               *   +                  !!          . 0 .   .          !
 1974.1!               * +                    !!          .  0.   .          !
 1974.2!                 +    *               !!          .   .  0.          !
 1974.3!                  * +                 !!          .  0.   .          !
 1974.4!                 +      *             !!          .   .   .0         !
 1975.1!                  *+                  !!          .  0.   .          !
 1975.2!                +                     *!          .   .   .          0
 1975.3!                            +   *     !!          .   .  0.          !
 1975.4!                         +    *       !!          .   .  0.          !
 1976.1!                        +             !!          .   0   .          !
 1976.2!            *      +                  !!         0.   .   .          !
 1976.3!        *    +                        !!          .0  .   .          !
 1976.4!          +  *                        !!          .   .  0.          !
 1977.1*             +                        !!     0    .   .   .          !
 1977.2!  * +                                 !!          .  0.   .          !
 1977.3!  *   +                               !!          .0  .   .          !
 1977.4!   * +                                !!          . 0 .   .          !
 1978.1*      +                               !!         0.   .   .          !
 1978.2!    +        *                        !!          .   .   . 0        !
 1978.3!             +    *                   !!          .   .  0.          !
 1978.4!               +  *                   !!          .   .  0.          !
 1979.1!      *        +                      !!        0 .   .   .          !
 1979.2!          +     *                     !!          .   .   0          !
 1979.3!         *      +                     !!         0.   .   .          !
 1979.4!   *       +                          !!        0 .   .   .          !
 1980.1!         +*                           !!          .   .0  .          !
 1980.2!         *  +                         !!          . 0 .   .          !
 1980.3!        *  +                          !!          . 0 .   .          !
 1980.4!       *    +                         !!          0   .   .          !
 1981.1!         *  +                         !!          . 0 .   .          !
 1981.2!            *+                        !!          .  0.   .          !
 1981.3!            * +                       !!          .  0.   .          !
 1981.4!               +    *                 !!          .   .   0          !
 1982.1!               *   +                  !!          .0  .   .          !
 1982.2!                +   *                 !!          .   .  0.          !
 1982.3!                 *  +                 !!          . 0 .   .          !
 1982.4!         *        +                   !!        0 .   .   .          !
 1983.1!             +*                       !!          .   .0  .          !
 1983.2!               *+                     !!          .  0.   .          !
 1983.3!                  +   *               !!          .   . 0 .          !
 1983.4!          *           +               !!      0   .   .   .          !
 1984.1!                +  *                  !!          .   . 0 .          !
 1984.2!                   * +                !!          . 0 .   .          !
 1984.3!                    *+                !!          .  0.   .          !
 1984.4!                    * +               !!          . 0 .   .          !
 1985.1!                   *   +              !!          .0  .   .          !
 1985.2!                      +  *            !!          .   . 0 .          !
 1985.3!                   *     +            !!          0   .   .          !
 1985.4!                     +*               !!          .   .0  .          !
 1986.1!              *       +               !!        0 .   .   .          !
 1986.2!              +   *                   !!          .   .  0.          !
 1986.3!                +   *                 !!          .   . 0 .          !
 1986.4!                  +     *             !!          .   .   0          !
 1987.1!               *   +                  !!          .0  .   .          !
 1987.2!               +    *                 !!          .   .  0.          !
 1987.3!                   +                  !!          .   0   .          !
 1987.4!                 +         *          !!          .   .   .  0       !
 1988.1!                *     +               !!          0   .   .          !
 1988.2!               * +                    !!          .  0.   .          !
 1988.3!              *  +                    !!          . 0 .   .          !
 1988.4!                + *                   !!          .   .0  .          !
 1989.1!                 *+                   !!          .  0.   .          !
 1989.2!                  +   *               !!          .   .  0.          !
 1989.3!               *     +                !!          0   .   .          !
 1989.4!                +   *                 !!          .   .  0.          !
 1990.1!                   +                  !!          .   0   .          !
 1990.2!                * +                   !!          .  0.   .          !
 1990.3!               +  *                   !!          .   . 0 .          !
 1990.4!                 +  *                 !!          .   . 0 .          !
 1991.1!     *            +                   !!     0    .   .   .          !
 1991.2!          +         *                 !!          .   .   . 0        !
 1991.3!                *  +                  !!          . 0 .   .          !
 1991.4!              * +                     !!          .  0.   .          !
 1992.1!              *+                      !!          .  0.   .          !
 1992.2!               + *                    !!          .   .0  .          !
 1992.3!              * +                     !!          .  0.   .          !
 1992.4!          *   +                       !!          .0  .   .          !
 1993.1!       *     +                        !!          0   .   .          !
 1993.2!            +*                        !!          .   .0  .          !
 1993.3!          *    +                      !!          0   .   .          !
 1993.4!           * +                        !!          .  0.   .          !
 1994.1!         *    +                       !!          .0  .   .          !
 1994.2!             +  *                     !!          .   . 0 .          !
 1994.3!                +           *         !!          .   .   .   0      !
 1994.4!                       +           *  !!          .   .   .   0      !
 1995.1!                          *+          !!          .  0.   .          !
 1995.2!                      + *             !!          .   . 0 .          !
 1995.3!                     +                !!          .   0   .          !
 1995.4!                   + *                !!          .   . 0 .          !
 1996.1!         *          +                 !!      0   .   .   .          !
 1996.2!            +                         !!          .   0   .          !
 1996.3!              +      *                !!          .   .   .0         !
 1996.4!               *   +                  !!          .0  .   .          !
 1997.1!       *        +                     !!        0 .   .   .          !
 1997.2!        *   +                         !!          .0  .   .          !
 1997.3!            *+                        !!          .  0.   .          !
 1997.4!          *   +                       !!          .0  .   .          !
 1998.1!*            +                        !!     0    .   .   .          !
 1998.2!    *   +                             !!          .0  .   .          !
 1998.3!*        +                            !!        0 .   .   .          !
 1998.4! *     +                              !!          0   .   .          !
 1999.1!   *    +                             !!          .0  .   .          !
 1999.2!          +                           !!          .   0   .          !
 1999.3!          *   +                       !!          . 0 .   .          !
 1999.4!              +          *            !!          .   .   .  0       !
 2000.1!                      *+              !!          .   0   .          !
 2000.2!                      +         *     !!          .   .   .  0       !
 2000.3!                        *  +          !!          . 0 .   .          !
 2000.4!                       *+             !!          .   0   .          !
 2001.1!                      + *             !!          .   .0  .          !
 2001.2!                      *+              !!          .   0   .          !
 2001.3!                      +            *  !!          .   .   .    0     !
 2001.4!                           *+         !!          .  0.   .          !
 2002.1!                   *     +            !!          0   .   .          !
 2002.2!                    +      *          !!          .   .   .0         !
 2002.3!                     * +              !!          .  0.   .          !
 2002.4!                    +   *             !!          .   . 0 .          !
 2003.1!               *     +                !!          0   .   .          !
 2003.2!           *    +                     !!          .0  .   .          !
 2003.3!             +                        !!          .   0   .          !
 2003.4!               +   *                  !!          .   .  0.          !
 2004.1!        *        +                    !!        0 .   .   .          !
 2004.2!            +                   *     !!          .   .   .        0 !
 2004.3!                         +         *  !!          .   .   .  0       !
 2004.4!                    *      +          !!          0   .   .          !
 2005.1!                  +     *             !!          .   .   0          !
 2005.2!                    *+                !!          .  0.   .          !
 2005.3!                 * +                  !!          .  0.   .          !
 2005.4!                 +       *            !!          .   .   .0         !
 2006.1!          *           +               !!      0   .   .   .          !
 2006.2!             +       *                !!          .   .   .0         !
 2006.3!                   +    *             !!          .   .  0.          !
 2006.4!                    +      *          !!          .   .   .0         !
 2007.1!                      +               !!          .   0   .          !
 2007.2!                   +        *         !!          .   .   . 0        !
 2007.3!                    *  +              !!          . 0 .   .          !
 2007.4!                 +*                   !!          .   .0  .          !
 2008.1!                 +   *                !!          .   .  0.          !
 2008.2!                  + *                 !!          .   .0  .          !
 2008.3!                  +                   !!          .   0   .          !
 2008.4!                *+                    !!          .  0.   .          !
 2009.1!          *     +                     !!          0   .   .          !
 2009.2!            +       *                 !!          .   .   .0         !
 2009.3!           *      +                   !!          0   .   .          !
 2009.4!             +   *                    !!          .   .  0.          !
 2010.1!                 +    *               !!          .   .   0          !
 2010.2!                  *  +                !!          . 0 .   .          !
 2010.3!                  +   *               !!          .   .  0.          !
 2010.4!                    +*                !!          .   .0  .          !
 2011.1!              *    +                  !!          .0  .   .          !
 2011.2!             * +                      !!          .  0.   .          !
 2011.3!            *  +                      !!          . 0 .   .          !
 2011.4!              +          *            !!          .   .   .  0       !
 2012.1!                *     +               !!          0   .   .          !
 2012.2!             *   +                    !!          . 0 .   .          !
 2012.3!                +  *                  !!          .   . 0 .          !
 2012.4!               *   +                  !!          .0  .   .          !


     26.59 percent of the residuals exceed 1 SE
      5.20 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRSI=FRPX$/SIPMM;                                                      
 GENR LAAFRSI=LOG(AAFRSI+.00001);                                             
 GENR LAFRSI=LOG(AFRSI+.00001);                                               
 LHS AAFRSI=EXP(LAAFRSI)-.00001;                                              
  EQ 2741 LAAFRSI C LAFRSI(-1) PFRSI;                                         
EQUATION 1497  LAAFRSI  
   RHS     C  LAFRSI(-1)  PFRSI  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST 1497 PLOT=0;END;                                                     

Equation number = 1497
**********************

Dependent variable = LAAFRSI 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -4.132336805

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.104356227       0.190921016  -5.78436     1.000000
14900 LAFRSI  ( -1)       0.581587244       0.058089347  10.01194    -4.141423
14898 PFRSI   (  0)      -0.466506000       0.106203966  -4.39255     1.327704

SE of equation            =     0.250814682
Sum of squared residuals  =  11.0089008      -0.129021238E-10
Average absolute error    =     0.184437403
Sum of ABS residuals      =  32.8298577    
R squared                 =   0.61419
Durbin-Watson statistic   =   2.38908
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3!+                                     !!          .   0   .          !
 1968.4*     +                                !!          0   .   .          !
 1969.1!  * +                                 !!          . 0 .   .          !
 1969.2!      * +                             !!          . 0 .   .          !
 1969.3!     *      +                         !!         0.   .   .          !
 1969.4!            +    *                    !!          .   .   0          !
 1970.1!             *      +                 !!        0 .   .   .          !
 1970.2!          *       +                   !!        0 .   .   .          !
 1970.3!               * +                    !!          .  0.   .          !
 1970.4!                   +         *        !!          .   .   .   0      !
 1971.1!       *                   +          !0          .   .   .          !
 1971.2!              *+                      !!          .  0.   .          !
 1971.3!      *            +                  !!    0     .   .   .          !
 1971.4!          *   +                       !!          .0  .   .          !
 1972.1!            *   +                     !!          .0  .   .          !
 1972.2!       *       +                      !!        0 .   .   .          !
 1972.3!     *      +                         !!         0.   .   .          !
 1972.4!           *+                         !!          .  0.   .          !
 1973.1!      *         +                     !!      0   .   .   .          !
 1973.2!       * +                            !!          .  0.   .          !
 1973.3!     *   +                            !!          .0  .   .          !
 1973.4!   *   +                              !!          .0  .   .          !
 1974.1!        *+                            !!          .  0.   .          !
 1974.2!          *  +                        !!          . 0 .   .          !
 1974.3!     *      +                         !!         0.   .   .          !
 1974.4!        *+                            !!          .  0.   .          !
 1975.1!         * +                          !!          .  0.   .          !
 1975.2!        *+                            !!          .  0.   .          !
 1975.3!        * +                           !!          . 0 .   .          !
 1975.4!         +*                           !!          .   .0  .          !
 1976.1!       *   +                          !!          .0  .   .          !
 1976.2!      * +                             !!          .  0.   .          !
 1976.3!        +              *              !!          .   .   .      0   !
 1976.4!         *       +                    !!       0  .   .   .          !
 1977.1!         +             *              !!          .   .   .      0   !
 1977.2!       *        +                     !!       0  .   .   .          !
 1977.3!   *   +                              !!          .0  .   .          !
 1977.4!    +  *                              !!          .   . 0 .          !
 1978.1!       +*                             !!          .   0   .          !
 1978.2!       +                              !!          .  0.   .          !
 1978.3!       +*                             !!          .   .0  .          !
 1978.4!        +                             !!          .   0   .          !
 1979.1!       *+                             !!          .   0   .          !
 1979.2!         +                            !!          .   0   .          !
 1979.3!       *   +                          !!          .0  .   .          !
 1979.4!         + *                          !!          .   .0  .          !
 1980.1!          *+                          !!          .  0.   .          !
 1980.2!          +*                          !!          .   .0  .          !
 1980.3!          +                           !!          .   0   .          !
 1980.4!           +        *                 !!          .   .   .  0       !
 1981.1!                 +      *             !!          .   .   .0         !
 1981.2!               *    +                 !!          0   .   .          !
 1981.3!           *  +                       !!          . 0 .   .          !
 1981.4!            *+                        !!          .  0.   .          !
 1982.1!             +              *         !!          .   .   .      0   !
 1982.2!            *          +              !!      0   .   .   .          !
 1982.3!             * +                      !!          . 0 .   .          !
 1982.4!              +          *            !!          .   .   .   0      !
 1983.1!                 *   +                !!          .0  .   .          !
 1983.2!             *    +                   !!          .0  .   .          !
 1983.3!                 +               *    !!          .   .   .       0  !
 1983.4!            *               +         !!  0       .   .   .          !
 1984.1!              * +                     !!          .  0.   .          !
 1984.2!                 *+                   !!          .  0.   .          !
 1984.3!             *      +                 !!         0.   .   .          !
 1984.4!                  +             *     !!          .   .   .      0   !
 1985.1!                               +      *!          .   .   . 0        !
 1985.2!                                 +    !!          .   0   .          !
 1985.3!                *             +       !!   0      .   .   .          !
 1985.4!                 * +                  !!          .  0.   .          !
 1986.1!              *     +                 !!          0   .   .          !
 1986.2!              + *                     !!          .   .0  .          !
 1986.3!            *  +                      !!          . 0 .   .          !
 1986.4!              + *                     !!          .   . 0 .          !
 1987.1!               *+                     !!          .  0.   .          !
 1987.2!                +*                    !!          .   .0  .          !
 1987.3!                  +      *            !!          .   .   .0         !
 1987.4!                     +  *             !!          .   .  0.          !
 1988.1!                 *    +               !!          .0  .   .          !
 1988.2!                  +*                  !!          .   .0  .          !
 1988.3!                *   +                 !!          .0  .   .          !
 1988.4!                 +    *               !!          .   .   0          !
 1989.1!                      +      *        !!          .   .   . 0        !
 1989.2!                      *   +           !!          .0  .   .          !
 1989.3!                      +    *          !!          .   .   0          !
 1989.4!                   *    +             !!          0   .   .          !
 1990.1!                   +    *             !!          .   .   0          !
 1990.2!                   * +                !!          .  0.   .          !
 1990.3!                 +*                   !!          .   .0  .          !
 1990.4!                  +    *              !!          .   .   0          !
 1991.1!                     + *              !!          .   . 0 .          !
 1991.2!                     +  *             !!          .   . 0 .          !
 1991.3!                      + *             !!          .   .0  .          !
 1991.4!                   *  +               !!          . 0 .   .          !
 1992.1!                   +  *               !!          .   . 0 .          !
 1992.2!                 *   +                !!          .0  .   .          !
 1992.3!                 +  *                 !!          .   .  0.          !
 1992.4!                 * +                  !!          . 0 .   .          !
 1993.1!                  +   *               !!          .   .  0.          !
 1993.2!                      +               !!          .   0   .          !
 1993.3!                      +               !!          .   0   .          !
 1993.4!                      + *             !!          .   .0  .          !
 1994.1!              *        +              !!       0  .   .   .          !
 1994.2!                 +    *               !!          .   .  0.          !
 1994.3!              *       +               !!        0 .   .   .          !
 1994.4!                 +*                   !!          .   .0  .          !
 1995.1!                    +                 !!          .   0   .          !
 1995.2!                  *  +                !!          . 0 .   .          !
 1995.3!                *   +                 !!          .0  .   .          !
 1995.4!                  *+                  !!          .   0   .          !
 1996.1!               *    +                 !!          0   .   .          !
 1996.2!                  +            *      !!          .   .   .     0    !
 1996.3!                   *       +          !!        0 .   .   .          !
 1996.4!                    +     *           !!          .   .   .0         !
 1997.1!                         +  *         !!          .   . 0 .          !
 1997.2!                      *   +           !!          .0  .   .          !
 1997.3!                       + *            !!          .   . 0 .          !
 1997.4!                       +    *         !!          .   .   0          !
 1998.1!                         *+           !!          .   0   .          !
 1998.2!                        +*            !!          .   .0  .          !
 1998.3!                       + *            !!          .   . 0 .          !
 1998.4!                   *   +              !!          .0  .   .          !
 1999.1!                     +  *             !!          .   . 0 .          !
 1999.2!                    *   +             !!          .0  .   .          !
 1999.3!                      +     *         !!          .   .   .0         !
 1999.4!                        *  +          !!          . 0 .   .          !
 2000.1!                      *  +            !!          . 0 .   .          !
 2000.2!                        +*            !!          .   0   .          !
 2000.3!                      *   +           !!          .0  .   .          !
 2000.4!                         +            !!          .   0   .          !
 2001.1!                          +*          !!          .   .0  .          !
 2001.2!                        *  +          !!          .0  .   .          !
 2001.3!                         +*           !!          .   .0  .          !
 2001.4!                      *    +          !!          .0  .   .          !
 2002.1!                        *+            !!          .   0   .          !
 2002.2!                       * +            !!          . 0 .   .          !
 2002.3!                       *+             !!          .  0.   .          !
 2002.4!                        +             !!          .   0   .          !
 2003.1!                      * +             !!          . 0 .   .          !
 2003.2!                      + *             !!          .   .0  .          !
 2003.3!                      * +             !!          .  0.   .          !
 2003.4!                       +        *     !!          .   .   .  0       !
 2004.1!                         *  +         !!          . 0 .   .          !
 2004.2!                         +      *     !!          .   .   . 0        !
 2004.3!                             +*       !!          .   .0  .          !
 2004.4!                           +*         !!          .   .0  .          !
 2005.1!                         +       *    !!          .   .   . 0        !
 2005.2!                           * +        !!          .  0.   .          !
 2005.3!                          +           !!          .   0   .          !
 2005.4!                          +*          !!          .   .0  .          !
 2006.1!                          + *         !!          .   . 0 .          !
 2006.2!                          +  *        !!          .   . 0 .          !
 2006.3!                          +           !!          .   0   .          !
 2006.4!                         +  *         !!          .   .  0.          !
 2007.1!                          +           !!          .  0.   .          !
 2007.2!                        +*            !!          .   .0  .          !
 2007.3!                        +             !!          .   0   .          !
 2007.4!                       +      *       !!          .   .   . 0        !
 2008.1!                          +    *      !!          .   .   0          !
 2008.2!                           +  *       !!          .   . 0 .          !
 2008.3!                          + *         !!          .   . 0 .          !
 2008.4!                          + *         !!          .   . 0 .          !
 2009.1!                          +       *   !!          .   .   . 0        !
 2009.2!                             +      * !!          .   .   . 0        !
 2009.3!                              + *     !!          .   .0  .          !
 2009.4!                        *   +         !!          .0  .   .          !
 2010.1!                        +    *        !!          .   .   0          !
 2010.2!                            +   *     !!          .   .  0.          !
 2010.3!                             +  *     !!          .   . 0 .          !
 2010.4!                             +     *  !!          .   .   0          !
 2011.1!                             * +      !!          .  0.   .          !
 2011.2!                           + *        !!          .   . 0 .          !
 2011.3!                           +    *     !!          .   .   0          !
 2011.4!                             + *      !!          .   .0  .          !
 2012.1!                            +    *    !!          .   .   0          !
 2012.2!                              +  *    !!          .   . 0 .          !
 2012.3!                              +   *   !!          .   .  0.          !
 2012.4!                            *  +      !!          . 0 .   .          !


     24.16 percent of the residuals exceed 1 SE
      5.62 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGESI=GEPX$/SIPMM;                                                      
 GENR LAAGESI=LOG(AAGESI+.00001);                                             
 GENR LAGESI=LOG(AGESI+.00001);                                               
 LHS AAGESI=EXP(LAAGESI)-.00001;                                              
  EQ 2742 LAAGESI C LAGESI(-1) PGESI;                                         
EQUATION 1498  LAAGESI  
   RHS     C  LAGESI(-1)  PGESI  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST 1498 PLOT=0;END;                                                     

Equation number = 1498
**********************

Dependent variable = LAAGESI 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -3.341786852

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.767416421       0.148879891  -5.15460     1.000000
14903 LAGESI  ( -1)       0.682117492       0.053496269  12.75075    -3.340737
14901 PGESI   (  0)      -0.258757346       0.064599224  -4.00558     1.142365

SE of equation            =     0.108007025
Sum of squared residuals  =  2.04146557      -0.786317678E-10
Average absolute error    =     0.082398239
Sum of ABS residuals      =  14.6668865    
R squared                 =   0.67172
Durbin-Watson statistic   =   2.17345
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3!          +                           !!         .    0    .         !
 1968.4!             +                        !!         .    0    .         !
 1969.1!        *     +                       !!        0.    .    .         !
 1969.2!            +              *          !!         .    .    .         0
 1969.3!                         + *          !!         .    . 0  .         !
 1969.4!                      *  +            !!         . 0  .    .         !
 1970.1!                  *   +               !!         .0   .    .         !
 1970.2!                    +*                !!         .    . 0  .         !
 1970.3!                      +        *      !!         .    .    .   0     !
 1970.4!                             +   *    !!         .    .   0.         !
 1971.1!                       *      +       !!        0.    .    .         !
 1971.2!                       +   *          !!         .    .   0.         !
 1971.3!                         +            *!         .    .    .       0 !
 1971.4!                                *+    !!         .   0.    .         !
 1972.1!                             +       *!!         .    .    .  0      !
 1972.2!                              +  *    !!         .    .  0 .         !
 1972.3!                           *+         !!         .   0.    .         !
 1972.4!                        +  *          !!         .    .  0 .         !
 1973.1!                *        +            !!     0   .    .    .         !
 1973.2!           *  +                       !!         . 0  .    .         !
 1973.3!         +*                           !!         .    .0   .         !
 1973.4!         +     *                      !!         .    .    .0        !
 1974.1!              + *                     !!         .    . 0  .         !
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 1974.3!                  *+                  !!         .   0.    .         !
 1974.4!              * +                     !!         .  0 .    .         !
 1975.1*            +                         !! 0       .    .    .         !
 1975.2! +   *                                !!         .    .   0.         !
 1975.3!       +    *                         !!         .    .    .0        !
 1975.4!            +     *                   !!         .    .    .0        !
 1976.1!           *   +                      !!         0    .    .         !
 1976.2!    *    +                            !!         0    .    .         !
 1976.3!    +  *                              !!         .    .  0 .         !
 1976.4!      +      *                        !!         .    .    .  0      !
 1977.1!      *   +                           !!         .0   .    .         !
 1977.2!    +       *                         !!         .    .    .  0      !
 1977.3!     *   +                            !!         .0   .    .         !
 1977.4!   +        *                         !!         .    .    .   0     !
 1978.1!        +                             !!         .    0    .         !
 1978.2!     *+                               !!         .   0.    .         !
 1978.3!    +      *                          !!         .    .    . 0       !
 1978.4!        +*                            !!         .    .0   .         !
 1979.1!       +  *                           !!         .    .  0 .         !
 1979.2!        +     *                       !!         .    .    .0        !
 1979.3!            +  *                      !!         .    .  0 .         !
 1979.4!            +        *                !!         .    .    .   0     !
 1980.1!             *   +                    !!         0    .    .         !
 1980.2!          + *                         !!         .    . 0  .         !
 1980.3!          +     *                     !!         .    .    .0        !
 1980.4!             *+                       !!         .  0 .    .         !
 1981.1!         *   +                        !!         . 0  .    .         !
 1981.2!         * +                          !!         .  0 .    .         !
 1981.3!          +  *                        !!         .    .  0 .         !
 1981.4!            +    *                    !!         .    .    0         !
 1982.1!             *  +                     !!         . 0  .    .         !
 1982.2!             +           *            !!         .    .    .       0 !
 1982.3!                    * +               !!         .  0 .    .         !
 1982.4!       *          +                   !!   0     .    .    .         !
 1983.1!         + *                          !!         .    . 0  .         !
 1983.2!       *    +                         !!         0    .    .         !
 1983.3!         * +                          !!         .   0.    .         !
 1983.4!            +*                        !!         .    . 0  .         !
 1984.1!               +        *             !!         .    .    .   0     !
 1984.2!                *      +              !!       0 .    .    .         !
 1984.3!                  +    *              !!         .    .    0         !
 1984.4!                      +*              !!         .    .0   .         !
 1985.1!                        +          *  !!         .    .    .     0   !
 1985.2!                              *+      !!         .   0.    .         !
 1985.3!                      *    +          !!        0.    .    .         !
 1985.4!                     +                !!         .    0    .         !
 1986.1!              *     +                 !!       0 .    .    .         !
 1986.2!           *+                         !!         .   0.    .         !
 1986.3!          +  *                        !!         .    .  0 .         !
 1986.4!           +    *                     !!         .    .    0         !
 1987.1!             +                        !!         .    0    .         !
 1987.2!            +  *                      !!         .    .  0 .         !
 1987.3!            * +                       !!         .  0 .    .         !
 1987.4!           +   *                      !!         .    .    0         !
 1988.1!        *    +                        !!        0.    .    .         !
 1988.2!         +    *                       !!         .    .    0         !
 1988.3!              +   *                   !!         .    .    0         !
 1988.4!                +     *               !!         .    .    .0        !
 1989.1!                   +*                 !!         .    0    .         !
 1989.2!                  +*                  !!         .    .0   .         !
 1989.3!                * +                   !!         .   0.    .         !
 1989.4!               +                      !!         .    0    .         !
 1990.1!             +          *             !!         .    .    .     0   !
 1990.2!        *          +                  !!  0      .    .    .         !
 1990.3!       +   *                          !!         .    .   0.         !
 1990.4!         *+                           !!         .   0.    .         !
 1991.1!      *  +                            !!         . 0  .    .         !
 1991.2!       +                              !!         .    0    .         !
 1991.3!        +  *                          !!         .    .  0 .         !
 1991.4!      *    +                          !!         0    .    .         !
 1992.1!      * +                             !!         .   0.    .         !
 1992.2!*      +                              !!      0  .    .    .         !
 1992.3!  +*                                  !!         .    . 0  .         !
 1992.4! *   +                                !!         .0   .    .         !
 1993.1!*   +                                 !!         .0   .    .         !
 1993.2! *  +                                 !!         . 0  .    .         !
 1993.3!    +                                 !!         .    0    .         !
 1993.4!    * +                               !!         .  0 .    .         !
 1994.1! *     +                              !!         0    .    .         !
 1994.2!   *+                                 !!         .  0 .    .         !
 1994.3!     +  *                             !!         .    .  0 .         !
 1994.4!       * +                            !!         .  0 .    .         !
 1995.1!      *  +                            !!         . 0  .    .         !
 1995.2!      *+                              !!         .    0    .         !
 1995.3!      * +                             !!         .  0 .    .         !
 1995.4!        + *                           !!         .    . 0  .         !
 1996.1!     *     +                          !!         0    .    .         !
 1996.2!     * +                              !!         .  0 .    .         !
 1996.3!      +   *                           !!         .    .   0.         !
 1996.4!          +                           !!         .    0    .         !
 1997.1!      *    +                          !!        0.    .    .         !
 1997.2!       *+                             !!         .   0.    .         !
 1997.3!       * +                            !!         .  0 .    .         !
 1997.4!        *+                            !!         .   0.    .         !
 1998.1!       * +                            !!         .  0 .    .         !
 1998.2!     *  +                             !!         . 0  .    .         !
 1998.3!      +                               !!         .    0    .         !
 1998.4!      +*                              !!         .    .0   .         !
 1999.1!     *  +                             !!         . 0  .    .         !
 1999.2!        +*                            !!         .    .0   .         !
 1999.3!          +                           !!         .    0    .         !
 1999.4!           +    *                     !!         .    .   0.         !
 2000.1!            *   +                     !!         .0   .    .         !
 2000.2!              + *                     !!         .    . 0  .         !
 2000.3!                *+                    !!         .   0.    .         !
 2000.4!                *+                    !!         .   0.    .         !
 2001.1!                +   *                 !!         .    .  0 .         !
 2001.2!                   +*                 !!         .    .0   .         !
 2001.3!                    +*                !!         .    . 0  .         !
 2001.4!                *   +                 !!         . 0  .    .         !
 2002.1!              *  +                    !!         .  0 .    .         !
 2002.2!               + *                    !!         .    . 0  .         !
 2002.3!                +  *                  !!         .    .  0 .         !
 2002.4!                  +*                  !!         .    .0   .         !
 2003.1!           *     +                    !!        0.    .    .         !
 2003.2!          + *                         !!         .    . 0  .         !
 2003.3!           +          *               !!         .    .    .    0    !
 2003.4!          *       +                   !!      0  .    .    .         !
 2004.1!          + *                         !!         .    . 0  .         !
 2004.2!           +*                         !!         .    0    .         !
 2004.3!           +                          !!         .   0.    .         !
 2004.4!          *+                          !!         .   0.    .         !
 2005.1!         +                            !!         .   0.    .         !
 2005.2!        *+                            !!         .  0 .    .         !
 2005.3!         +                            !!         .    0    .         !
 2005.4!          +                           !!         .   0.    .         !
 2006.1!       *  +                           !!         .0   .    .         !
 2006.2!     *  +                             !!         . 0  .    .         !
 2006.3!      *+                              !!         .   0.    .         !
 2006.4!       + *                            !!         .    . 0  .         !
 2007.1!        * +                           !!         .  0 .    .         !
 2007.2!      * +                             !!         .  0 .    .         !
 2007.3!       +                              !!         .    0    .         !
 2007.4!    *   +                             !!         .0   .    .         !
 2008.1!     +*                               !!         .    0    .         !
 2008.2!  *   +                               !!         .0   .    .         !
 2008.3!  * +                                 !!         .  0 .    .         !
 2008.4!   * +                                !!         .  0 .    .         !
 2009.1!     +     *                          !!         .    .    .0        !
 2009.2!      *   +                           !!         .0   .    .         !
 2009.3!       +*                             !!         .    . 0  .         !
 2009.4!       * +                            !!         .  0 .    .         !
 2010.1!    *   +                             !!         .0   .    .         !
 2010.2!      *+                              !!         .  0 .    .         !
 2010.3!      * +                             !!         .   0.    .         !
 2010.4!      * +                             !!         .  0 .    .         !
 2011.1!   *    +                             !!         0    .    .         !
 2011.2!   *  +                               !!         . 0  .    .         !
 2011.3!   *  +                               !!         . 0  .    .         !
 2011.4!      +                               !!         .    0    .         !
 2012.1!   *    +                             !!         0    .    .         !
 2012.2!  *   +                               !!         .0   .    .         !
 2012.3!  *   +                               !!         .0   .    .         !
 2012.4*      +                               !!       0 .    .    .         !


     26.40 percent of the residuals exceed 1 SE
      5.06 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITSI=ITPX$/SIPMM;                                                      
 GENR LAAITSI=LOG(AAITSI+.00001);                                             
 GENR LAITSI=LOG(AITSI+.00001);                                               
 LHS AAITSI=EXP(LAAITSI)-.00001;                                              
  EQ 2743 LAAITSI C LAITSI(-1) PITSI;                                         
EQUATION 1499  LAAITSI  
   RHS     C  LAITSI(-1)  PITSI  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1499 PLOT=0;END;                                                     

Equation number = 1499
**********************

Dependent variable = LAAITSI 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -4.211698381

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.186302246       0.183514288  -6.46436     1.000000
14906 LAITSI  ( -1)       0.556092460       0.058265293   9.54415    -4.211724
14904 PITSI   (  0)      -0.685969471       0.118452387  -5.79110     0.996091

SE of equation            =     0.192476857
Sum of squared residuals  =  6.74261598      -0.521040988E-10
Average absolute error    =     0.151497348
Sum of ABS residuals      =  28.0270093    
R squared                 =   0.68675
Durbin-Watson statistic   =   2.46346
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!          +     *                     !!         .    .    . 0       !
 1967.1!              +                       !!         .   0.    .         !
 1967.2!                   +  *               !!         .    .   0.         !
 1967.3!                     *  +             !!         . 0  .    .         !
 1967.4!                     * +              !!         .  0 .    .         !
 1968.1!                       +              !!         .    .0   .         !
 1968.2!                *     +               !!      0  .    .    .         !
 1968.3!                *  +                  !!         .0   .    .         !
 1968.4!               *   +                  !!         0    .    .         !
 1969.1!                 * +                  !!         .   0.    .         !
 1969.2!                     *+               !!         .   0.    .         !
 1969.3!           *            +             !0         .    .    .         !
 1969.4!                 * +                  !!         .  0 .    .         !
 1970.1!                      +      *        !!         .    .    .  0      !
 1970.2!                              +   *   !!         .    .    0         !
 1970.3!                           *    +     !!        0.    .    .         !
 1970.4!                             + *      !!         .    .  0 .         !
 1971.1!                               +   *  !!         .    .    .0        !
 1971.2!                          *      +    !!     0   .    .    .         !
 1971.3!                            +     *   !!         .    .    . 0       !
 1971.4!                                +     !!         .   0.    .         !
 1972.1!                      *        +      !!   0     .    .    .         !
 1972.2!                    *  +              !!         .0   .    .         !
 1972.3!                  *    +              !!        0.    .    .         !
 1972.4!                      + *             !!         .    .0   .         !
 1973.1!                       *  +           !!         .0   .    .         !
 1973.2!                  *    +              !!        0.    .    .         !
 1973.3!                   +  *               !!         .    .  0 .         !
 1973.4!                     *+               !!         .   0.    .         !
 1974.1!                   *  +               !!         .0   .    .         !
 1974.2!             *        +               !!    0    .    .    .         !
 1974.3!                *+                    !!         .  0 .    .         !
 1974.4!                  + *                 !!         .    .  0 .         !
 1975.1!              *     +                 !!      0  .    .    .         !
 1975.2!             * +                      !!         . 0  .    .         !
 1975.3!                +*                    !!         .    .0   .         !
 1975.4!             *    +                   !!        0.    .    .         !
 1976.1!          *       +                   !!    0    .    .    .         !
 1976.2!        *     +                       !!       0 .    .    .         !
 1976.3!        *    +                        !!        0.    .    .         !
 1976.4!            +  *                      !!         .    .  0 .         !
 1977.1!             *  +                     !!         .0   .    .         !
 1977.2!              +   *                   !!         .    .    0         !
 1977.3!         *      +                     !!    0    .    .    .         !
 1977.4!           +     *                    !!         .    .    . 0       !
 1978.1!        *       +                     !!   0     .    .    .         !
 1978.2!            +    *                    !!         .    .    .0        !
 1978.3!               * +                    !!         . 0  .    .         !
 1978.4!                +     *               !!         .    .    . 0       !
 1979.1!                *   +                 !!         0    .    .         !
 1979.2!                 +*                   !!         .    . 0  .         !
 1979.3!                  *+                  !!         .  0 .    .         !
 1979.4!                  +    *              !!         .    .    .0        !
 1980.1!              *      +                !!     0   .    .    .         !
 1980.2!              *+                      !!         .   0.    .         !
 1980.3!             * +                      !!         .  0 .    .         !
 1980.4!                +  *                  !!         .    .  0 .         !
 1981.1!         *        +                   !!   0     .    .    .         !
 1981.2!              +         *             !!         .    .    .      0  !
 1981.3!                 *   +                !!         0    .    .         !
 1981.4!                  +  *                !!         .    .   0.         !
 1982.1!             *      +                 !!      0  .    .    .         !
 1982.2!               +     *                !!         .    .    . 0       !
 1982.3!                *    +                !!       0 .    .    .         !
 1982.4!                 +       *            !!         .    .    .   0     !
 1983.1!                       +*             !!         .    .0   .         !
 1983.2!                       + *            !!         .    .  0 .         !
 1983.3!                      *  +            !!         . 0  .    .         !
 1983.4!                      +  *            !!         .    .   0.         !
 1984.1!                         +*           !!         .    .0   .         !
 1984.2!                          +   *       !!         .    .    0         !
 1984.3!                             + *      !!         .    . 0  .         !
 1984.4!                             +        *!         .    .    .     0   !
 1985.1!                                 *+   !!         .  0 .    .         !
 1985.2!                               + *    !!         .    .  0 .         !
 1985.3!                               +      !!         .    0    .         !
 1985.4!                             +   *    !!         .    .    .0        !
 1986.1!                             *+       !!         .   0.    .         !
 1986.2!                        +             !!         .    0    .         !
 1986.3!                     +   *            !!         .    .    0         !
 1986.4!                      +  *            !!         .    .   0.         !
 1987.1!                     +*               !!         .    .0   .         !
 1987.2!                    + *               !!         .    . 0  .         !
 1987.3!                      +  *            !!         .    .   0.         !
 1987.4!                      +     *         !!         .    .    . 0       !
 1988.1!                   *    +             !!        0.    .    .         !
 1988.2!                    +      *          !!         .    .    . 0       !
 1988.3!                        *+            !!         .   0.    .         !
 1988.4!                      +       *       !!         .    .    .   0     !
 1989.1!                         *+           !!         .  0 .    .         !
 1989.2!                        +       *     !!         .    .    .    0    !
 1989.3!                          *+          !!         .   0.    .         !
 1989.4!                       +    *         !!         .    .    .0        !
 1990.1!                        +             !!         .    0    .         !
 1990.2!                     +*               !!         .    .0   .         !
 1990.3!                   +  *               !!         .    .   0.         !
 1990.4!                    +      *          !!         .    .    .  0      !
 1991.1!                  *   +               !!         0    .    .         !
 1991.2!                  + *                 !!         .    .  0 .         !
 1991.3!                 *  +                 !!         .0   .    .         !
 1991.4!                 +        *           !!         .    .    .     0   !
 1992.1!                      + *             !!         .    . 0  .         !
 1992.2!                     +     *          !!         .    .    . 0       !
 1992.3!                      + *             !!         .    . 0  .         !
 1992.4!                      +   *           !!         .    .    0         !
 1993.1!                         +            !!         .    0    .         !
 1993.2!                        +             !!         .    0    .         !
 1993.3!                     *  +             !!         .0   .    .         !
 1993.4!                      +    *          !!         .    .    .0        !
 1994.1!                         +*           !!         .    .0   .         !
 1994.2!                         +  *         !!         .    .   0.         !
 1994.3!                          +           !!         .    0    .         !
 1994.4!                         +            !!         .    0    .         !
 1995.1!                          + *         !!         .    .  0 .         !
 1995.2!                           +*         !!         .    .0   .         !
 1995.3!                          *+          !!         .   0.    .         !
 1995.4!                         +  *         !!         .    .   0.         !
 1996.1!                         + *          !!         .    . 0  .         !
 1996.2!                        +   *         !!         .    .    0         !
 1996.3!                        +  *          !!         .    .  0 .         !
 1996.4!                        +  *          !!         .    .   0.         !
 1997.1!                   *    +             !!       0 .    .    .         !
 1997.2!                    +  *              !!         .    .   0.         !
 1997.3!                      +               !!         .    0    .         !
 1997.4!                     +                !!         .    0    .         !
 1998.1!            *       +                 !!    0    .    .    .         !
 1998.2!             *+                       !!         .   0.    .         !
 1998.3!              +    *                  !!         .    .    .0        !
 1998.4!                 + *                  !!         .    . 0  .         !
 1999.1!              *   +                   !!         .0   .    .         !
 1999.2!               *+                     !!         .  0 .    .         !
 1999.3!                +*                    !!         .    .0   .         !
 1999.4!                  +  *                !!         .    .   0.         !
 2000.1!                    *+                !!         .   0.    .         !
 2000.2!                     + *              !!         .    . 0  .         !
 2000.3!                     * +              !!         .  0 .    .         !
 2000.4!                   *   +              !!         .0   .    .         !
 2001.1!                     +                !!         .    0    .         !
 2001.2!                     +    *           !!         .    .    0         !
 2001.3!                        +             !!         .    0    .         !
 2001.4!                      +  *            !!         .    .  0 .         !
 2002.1!               *       +              !!    0    .    .    .         !
 2002.2!                 +                    !!         .    0    .         !
 2002.3!              *   +                   !!         .0   .    .         !
 2002.4!                +           *         !!         .    .    .         0
 2003.1!                      *+              !!         .   0.    .         !
 2003.2!                 * +                  !!         .  0 .    .         !
 2003.3!                +                     !!         .    0    .         !
 2003.4!                + *                   !!         .    .  0 .         !
 2004.1!                +  *                  !!         .    .  0 .         !
 2004.2!               * +                    !!         .  0 .    .         !
 2004.3!              + *                     !!         .    . 0  .         !
 2004.4!               +      *               !!         .    .    .   0     !
 2005.1!             *   +                    !!         .0   .    .         !
 2005.2!             + *                      !!         .    .  0 .         !
 2005.3!             *+                       !!         .  0 .    .         !
 2005.4!             +                        !!         .    0    .         !
 2006.1!          *  +                        !!         .0   .    .         !
 2006.2!           + *                        !!         .    . 0  .         !
 2006.3!          * +                         !!         .  0 .    .         !
 2006.4!          +     *                     !!         .    .    .0        !
 2007.1!      *      +                        !!     0   .    .    .         !
 2007.2!       +         *                    !!         .    .    .      0  !
 2007.3!     *       +                        !!    0    .    .    .         !
 2007.4!      +    *                          !!         .    .    .0        !
 2008.1!        *+                            !!         .   0.    .         !
 2008.2!       +                              !!         .    .0   .         !
 2008.3!     * +                              !!         .  0 .    .         !
 2008.4!      +*                              !!         .    0    .         !
 2009.1!      *+                              !!         .   0.    .         !
 2009.2!      +  *                            !!         .    .   0.         !
 2009.3!       +  *                           !!         .    .  0 .         !
 2009.4!     *  +                             !!         .0   .    .         !
 2010.1!    * +                               !!         . 0  .    .         !
 2010.2! *    +                               !!       0 .    .    .         !
 2010.3*    +                                 !!        0.    .    .         !
 2010.4!   +                                  !!         .    0    .         !
 2011.1!   *  +                               !!         . 0  .    .         !
 2011.2!        +*                            !!         .    .0   .         !
 2011.3!      *     +                         !!      0  .    .    .         !
 2011.4!         +*                           !!         .    .0   .         !
 2012.1!    *       +                         !!   0     .    .    .         !
 2012.2!        *+                            !!         .   0.    .         !
 2012.3!      *    +                          !!       0 .    .    .         !
 2012.4!         *+                           !!         .   0.    .         !


     33.51 percent of the residuals exceed 1 SE
      3.78 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNESI=NEPX$/SIPMM;                                                      
 GENR LAANESI=LOG(AANESI+.00001);                                             
 GENR LANESI=LOG(ANESI+.00001);                                               
 LHS AANESI=EXP(LAANESI)-.00001;                                              
  EQ 2744 LAANESI C LANESI(-1) PNESI;                                         
EQUATION 1500  LAANESI  
   RHS     C  LANESI(-1)  PNESI  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1500 PLOT=0;END;                                                     

Equation number = 1500
**********************

Dependent variable = LAANESI 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -4.623506625

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.662775049       0.172183882  -3.84923     1.000000
14909 LANESI  ( -1)       0.813359111       0.041842618  19.43853    -4.623375
14907 PNESI   (  0)      -0.154862275       0.063832889  -2.42606     1.293198

SE of equation            =     0.168170439
Sum of squared residuals  =  5.14719598       0.285100832E-10
Average absolute error    =     0.129559212
Sum of ABS residuals      =  23.9684542    
R squared                 =   0.74897
Durbin-Watson statistic   =   2.22476
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!                     +      *         !!          .   .   . 0        !
 1967.1!                        +          *  !!          .   .   .    0     !
 1967.2!                             * +      !!          .  0.   .          !
 1967.3!                           +     *    !!          .   .   .0         !
 1967.4!                            *+        !!          .  0.   .          !
 1968.1!                        * +           !!          . 0 .   .          !
 1968.2!                     +      *         !!          .   .   .0         !
 1968.3!                      *  +            !!          . 0 .   .          !
 1968.4!               *    +                 !!          0   .   .          !
 1969.1!               +   *                  !!          .   .  0.          !
 1969.2!                  +  *                !!          .   .  0.          !
 1969.3!                  * +                 !!          . 0 .   .          !
 1969.4!                  +  *                !!          .   .  0.          !
 1970.1!                     +   *            !!          .   .  0.          !
 1970.2!                       *+             !!          .  0.   .          !
 1970.3!                      +    *          !!          .   .   0          !
 1970.4!                         +    *       !!          .   .   0          !
 1971.1!                           *+         !!          .  0.   .          !
 1971.2!                          +    *      !!          .   .   0          !
 1971.3!                             +        *!          .   .   .   0      !
 1971.4!                              *   +   !!          0   .   .          !
 1972.1!                   *        +         !!       0  .   .   .          !
 1972.2!                  *+                  !!          .   0   .          !
 1972.3!             *    +                   !!          0   .   .          !
 1972.4!             *+                       !!          .   0   .          !
 1973.1!              +*                      !!          .   .0  .          !
 1973.2!           *  +                       !!          .0  .   .          !
 1973.3!          *+                          !!          .  0.   .          !
 1973.4!          +   *                       !!          .   .   0          !
 1974.1!             *+                       !!          .   0   .          !
 1974.2!             +    *                   !!          .   .   0          !
 1974.3!        *        +                    !!      0   .   .   .          !
 1974.4!        +     *                       !!          .   .   .0         !
 1975.1!            *+                        !!          .  0.   .          !
 1975.2!           +  *                       !!          .   .  0.          !
 1975.3!            *+                        !!          .  0.   .          !
 1975.4!           + *                        !!          .   .0  .          !
 1976.1!            +*                        !!          .   0   .          !
 1976.2!     *     +                          !!        0 .   .   .          !
 1976.3!     +                                !!          .   0   .          !
 1976.4!     +     *                          !!          .   .   .0         !
 1977.1!  *      +                            !!        0 .   .   .          !
 1977.2! *+                                   !!          .   0   .          !
 1977.3!  +           *                       !!          .   .   .      0   !
 1977.4!            +*                        !!          .   .0  .          !
 1978.1!   *      +                           !!       0  .   .   .          !
 1978.2! * +                                  !!          . 0 .   .          !
 1978.3!  +    *                              !!          .   .   0          !
 1978.4!   *  +                               !!          . 0 .   .          !
 1979.1!    + *                               !!          .   . 0 .          !
 1979.2!      + *                             !!          .   . 0 .          !
 1979.3!        + *                           !!          .   .0  .          !
 1979.4!         +  *                         !!          .   .  0.          !
 1980.1!         * +                          !!          . 0 .   .          !
 1980.2!   *    +                             !!          0   .   .          !
 1980.3!   +     *                            !!          .   .   .0         !
 1980.4!       * +                            !!          . 0 .   .          !
 1981.1!      *+                              !!          .  0.   .          !
 1981.2! *    +                               !!          0   .   .          !
 1981.3!  +*                                  !!          .   .0  .          !
 1981.4!*  +                                  !!          .0  .   .          !
 1982.1* +                                    !!          . 0 .   .          !
 1982.2!+*                                    !!          .   0   .          !
 1982.3!  *+                                  !!          .  0.   .          !
 1982.4*   +                                  !!          .0  .   .          !
 1983.1!*+                                    !!          .  0.   .          !
 1983.2!  +*                                  !!          .   .0  .          !
 1983.3!    +*                                !!          .   .0  .          !
 1983.4!      +*                              !!          .   .0  .          !
 1984.1!        +                             !!          .   0   .          !
 1984.2!         +*                           !!          .   0   .          !
 1984.3!       *   +                          !!          .0  .   .          !
 1984.4!         +   *                        !!          .   .   0          !
 1985.1!        *     +                       !!         0.   .   .          !
 1985.2!          + *                         !!          .   . 0 .          !
 1985.3!             +*                       !!          .   .0  .          !
 1985.4!              +  *                    !!          .   .  0.          !
 1986.1!          *     +                     !!        0 .   .   .          !
 1986.2!     *   +                            !!          0   .   .          !
 1986.3!     +                                !!          .  0.   .          !
 1986.4!      +   *                           !!          .   .   0          !
 1987.1!      *   +                           !!          .0  .   .          !
 1987.2!     * +                              !!          .  0.   .          !
 1987.3!       +                              !!          .   0   .          !
 1987.4!       *+                             !!          .   0   .          !
 1988.1!     *  +                             !!          .0  .   .          !
 1988.2!      +                               !!          .   0   .          !
 1988.3!        +    *                        !!          .   .   0          !
 1988.4!             +  *                     !!          .   .  0.          !
 1989.1!             *  +                     !!          . 0 .   .          !
 1989.2!           *  +                       !!          . 0 .   .          !
 1989.3!           *+                         !!          .   0   .          !
 1989.4!     *      +                         !!        0 .   .   .          !
 1990.1!      + *                             !!          .   . 0 .          !
 1990.2!        *+                            !!          .  0.   .          !
 1990.3!       *+                             !!          . 0 .   .          !
 1990.4!*      +                              !!        0 .   .   .          !
 1991.1! *+                                   !!          .  0.   .          !
 1991.2!*  +                                  !!          . 0 .   .          !
 1991.3! * +                                  !!          . 0 .   .          !
 1991.4!  *+                                  !!          .   0   .          !
 1992.1! *  +                                 !!          .0  .   .          !
 1992.2!*  +                                  !!          . 0 .   .          !
 1992.3!  +                                   !!          .   0   .          !
 1992.4!   *+                                 !!          .   0   .          !
 1993.1!  *  +                                !!          . 0 .   .          !
 1993.2!     +*                               !!          .   .0  .          !
 1993.3!        + *                           !!          .   . 0 .          !
 1993.4!           +           *              !!          .   .   .     0    !
 1994.1!    *                +                !0          .   .   .          !
 1994.2!      +*                              !!          .   .0  .          !
 1994.3!         +                            !!          .   .0  .          !
 1994.4!         *+                           !!          .  0.   .          !
 1995.1!          +     *                     !!          .   .   .0         !
 1995.2!             *  +                     !!          . 0 .   .          !
 1995.3!       *      +                       !!        0 .   .   .          !
 1995.4!      *  +                            !!          .0  .   .          !
 1996.1!    *  +                              !!          .0  .   .          !
 1996.2!      +                               !!          .   0   .          !
 1996.3!       + *                            !!          .   .0  .          !
 1996.4!        * +                           !!          . 0 .   .          !
 1997.1!      *  +                            !!          .0  .   .          !
 1997.2!       +   *                          !!          .   .  0.          !
 1997.3!         *  +                         !!          .0  .   .          !
 1997.4!     *    +                           !!          0   .   .          !
 1998.1!    *  +                              !!          . 0 .   .          !
 1998.2!      +                               !!          .  0.   .          !
 1998.3!       +  *                           !!          .   . 0 .          !
 1998.4!      *    +                          !!          0   .   .          !
 1999.1!        +  *                          !!          .   . 0 .          !
 1999.2!          * +                         !!          . 0 .   .          !
 1999.3!        *  +                          !!          . 0 .   .          !
 1999.4!          + *                         !!          .   .0  .          !
 2000.1!             +*                       !!          .   .0  .          !
 2000.2!               + *                    !!          .   . 0 .          !
 2000.3!                *+                    !!          .  0.   .          !
 2000.4!                +*                    !!          .   0   .          !
 2001.1!               * +                    !!          . 0 .   .          !
 2001.2!               +    *                 !!          .   .   0          !
 2001.3!              *     +                 !!         0.   .   .          !
 2001.4!             * +                      !!          . 0 .   .          !
 2002.1!              +  *                    !!          .   .  0.          !
 2002.2!                  +        *          !!          .   .   .   0      !
 2002.3!                    *    +            !!          0   .   .          !
 2002.4!                    +                 !!          .   0   .          !
 2003.1!                  *+                  !!          .  0.   .          !
 2003.2!              *  +                    !!          .0  .   .          !
 2003.3!              +                       !!          .   0   .          !
 2003.4!               +*                     !!          .   .0  .          !
 2004.1!               +    *                 !!          .   .   0          !
 2004.2!                  *+                  !!          .  0.   .          !
 2004.3!                  + *                 !!          .   . 0 .          !
 2004.4!                *  +                  !!          .0  .   .          !
 2005.1!              * +                     !!          . 0 .   .          !
 2005.2!              + *                     !!          .   . 0 .          !
 2005.3!         *      +                     !!        0 .   .   .          !
 2005.4!           +  *                       !!          .   .  0.          !
 2006.1!              +  *                    !!          .   . 0 .          !
 2006.2!              *  +                    !!          .0  .   .          !
 2006.3!           *  +                       !!          .0  .   .          !
 2006.4!            +     *                   !!          .   .   . 0        !
 2007.1!                  +   *               !!          .   .   0          !
 2007.2!                    + *               !!          .   .0  .          !
 2007.3!             *       +                !!       0  .   .   .          !
 2007.4!             +                        !!          .   0   .          !
 2008.1!             +  *                     !!          .   .  0.          !
 2008.2!              * +                     !!          .  0.   .          !
 2008.3!           *  +                       !!          . 0 .   .          !
 2008.4!            +   *                     !!          .   .  0.          !
 2009.1!                +  *                  !!          .   .  0.          !
 2009.2!                  +  *                !!          .   .  0.          !
 2009.3!                    +      *          !!          .   .   . 0        !
 2009.4!                      * +             !!          . 0 .   .          !
 2010.1!                 *   +                !!          .0  .   .          !
 2010.2!                 +   *                !!          .   .  0.          !
 2010.3!                    +*                !!          .   .0  .          !
 2010.4!                    +    *            !!          .   .   0          !
 2011.1!                  *    +              !!         0.   .   .          !
 2011.2!                 +*                   !!          .   .0  .          !
 2011.3!                  +   *               !!          .   .  0.          !
 2011.4!                    +  *              !!          .   . 0 .          !
 2012.1!                      +    *          !!          .   .   .0         !
 2012.2!                         +  *         !!          .   . 0 .          !
 2012.3!                          +*          !!          .   .0  .          !
 2012.4!                         +            !!          .   0   .          !


     27.57 percent of the residuals exceed 1 SE
      3.78 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTSI=STPX$/SIPMM;                                                      
 GENR LAASTSI=LOG(AASTSI+.00001);                                             
 GENR LASTSI=LOG(ASTSI+.00001);                                               
 LHS AASTSI=EXP(LAASTSI)-.00001;                                              
  EQ 2745 LAASTSI C LASTSI(-1) PSTSI;                                         
EQUATION 1501  LAASTSI  
   RHS     C  LASTSI(-1)  PSTSI  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1501 PLOT=0;END;                                                     

Equation number = 1501
**********************

Dependent variable = LAASTSI 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -4.482454899

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.170966527       0.208412632  -5.61850     1.000000
14912 LASTSI  ( -1)       0.664618632       0.059944684  11.08720    -4.480201
14910 PSTSI   (  0)      -0.324121981       0.090057694  -3.59905     1.030055

SE of equation            =     0.177176539
Sum of squared residuals  =  5.71325773      -0.321533911E-10
Average absolute error    =     0.134591425
Sum of ABS residuals      =  24.8994136    
R squared                 =   0.71236
Durbin-Watson statistic   =   2.36529
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!                      +       *       !!          .   .   .  0       !
 1967.1!                         +    *       !!          .   .   .0         !
 1967.2!                            +*        !!          .   .0  .          !
 1967.3!                           +      *   !!          .   .   .  0       !
 1967.4!                              +    *  !!          .   .   0          !
 1968.1!                       *      +       !!       0  .   .   .          !
 1968.2!                      +*              !!          .   0   .          !
 1968.3!                      +     *         !!          .   .   . 0        !
 1968.4!                          +     *     !!          .   .   . 0        !
 1969.1!                            + *       !!          .   .0  .          !
 1969.2!                           +    *     !!          .   .   .0         !
 1969.3!                             +*       !!          .   0   .          !
 1969.4!                 *          +         !!    0     .   .   .          !
 1970.1!                   +      *           !!          .   .   .  0       !
 1970.2!                          +       *   !!          .   .   .   0      !
 1970.3!                              *+      !!          .  0.   .          !
 1970.4!                            +  *      !!          .   .  0.          !
 1971.1!                             +    *   !!          .   .   .0         !
 1971.2!                               +*     !!          .   .0  .          !
 1971.3!                             +   *    !!          .   .   0          !
 1971.4!                              +       *!          .   .   .   0      !
 1972.1!                      *          +    !!    0     .   .   .          !
 1972.2!                     *+               !!          .  0.   .          !
 1972.3!                  *  +                !!          . 0 .   .          !
 1972.4!                    + *               !!          .   . 0 .          !
 1973.1!               *      +               !!        0 .   .   .          !
 1973.2!              * +                     !!          .  0.   .          !
 1973.3!               +*                     !!          .   .0  .          !
 1973.4!               *+                     !!          . 0 .   .          !
 1974.1!               *+                     !!          .  0.   .          !
 1974.2!             *   +                    !!          .0  .   .          !
 1974.3!             * +                      !!          . 0 .   .          !
 1974.4!               +  *                   !!          .   .  0.          !
 1975.1!          *      +                    !!       0  .   .   .          !
 1975.2!           +     *                    !!          .   .   . 0        !
 1975.3!             *   +                    !!          0   .   .          !
 1975.4!              + *                     !!          .   . 0 .          !
 1976.1!         *      +                     !!       0  .   .   .          !
 1976.2!      *   +                           !!          .0  .   .          !
 1976.3!        +*                            !!          .   .0  .          !
 1976.4!          + *                         !!          .   . 0 .          !
 1977.1!            +   *                     !!          .   .   0          !
 1977.2!               +*                     !!          .   .0  .          !
 1977.3!           *   +                      !!          0   .   .          !
 1977.4!          +   *                       !!          .   .  0.          !
 1978.1!          * +                         !!          .  0.   .          !
 1978.2!          +                           !!          .   0   .          !
 1978.3!         +  *                         !!          .   .  0.          !
 1978.4!           +*                         !!          .   .0  .          !
 1979.1!          *+                          !!          .  0.   .          !
 1979.2!          +  *                        !!          .   .  0.          !
 1979.3!           * +                        !!          .  0.   .          !
 1979.4!           +*                         !!          .   0   .          !
 1980.1!          *  +                        !!          . 0 .   .          !
 1980.2!           +*                         !!          .   .0  .          !
 1980.3!        *   +                         !!          0   .   .          !
 1980.4!          + *                         !!          .   . 0 .          !
 1981.1!         *   +                        !!          0   .   .          !
 1981.2!        *  +                          !!          .0  .   .          !
 1981.3!          +*                          !!          .   .0  .          !
 1981.4!            +*                        !!          .   .0  .          !
 1982.1!        *    +                        !!         0.   .   .          !
 1982.2!          +*                          !!          .   .0  .          !
 1982.3!          *  +                        !!          . 0 .   .          !
 1982.4!            +*                        !!          .   .0  .          !
 1983.1!            * +                       !!          .  0.   .          !
 1983.2!             +  *                     !!          .   .  0.          !
 1983.3!             *  +                     !!          0   .   .          !
 1983.4!              +   *                   !!          .   .   0          !
 1984.1!                  +               *   !!          .   .   .          0
 1984.2!                     *       +        !!      0   .   .   .          !
 1984.3!            *       +                 !!      0   .   .   .          !
 1984.4!               +   *                  !!          .   .   0          !
 1985.1!                *   +                 !!          .0  .   .          !
 1985.2!                  + *                 !!          .   . 0 .          !
 1985.3!               *    +                 !!         0.   .   .          !
 1985.4!                +    *                !!          .   .   .0         !
 1986.1!             *      +                 !!       0  .   .   .          !
 1986.2!             +  *                     !!          .   .  0.          !
 1986.3!              + *                     !!          .   . 0 .          !
 1986.4!           *  +                       !!          .0  .   .          !
 1987.1!           +  *                       !!          .   .  0.          !
 1987.2!             +     *                  !!          .   .   .0         !
 1987.3!            *    +                    !!         0.   .   .          !
 1987.4!            +      *                  !!          .   .   .  0       !
 1988.1!                *+                    !!          .   0   .          !
 1988.2!               *+                     !!          .  0.   .          !
 1988.3!              *+                      !!          .  0.   .          !
 1988.4!              +  *                    !!          .   .  0.          !
 1989.1!             *  +                     !!          .0  .   .          !
 1989.2!              + *                     !!          .   . 0 .          !
 1989.3!             *  +                     !!          . 0 .   .          !
 1989.4!              +       *               !!          .   .   .   0      !
 1990.1!                  *+                  !!          .  0.   .          !
 1990.2!                + *                   !!          .   .  0.          !
 1990.3!              *+                      !!          .  0.   .          !
 1990.4!             +     *                  !!          .   .   . 0        !
 1991.1!            *   +                     !!         0.   .   .          !
 1991.2!          * +                         !!          .  0.   .          !
 1991.3*           +                          !!  0       .   .   .          !
 1991.4!   +      *                           !!          .   .   . 0        !
 1992.1!          *+                          !!          .  0.   .          !
 1992.2!          *+                          !!          .  0.   .          !
 1992.3!         *+                           !!          . 0 .   .          !
 1992.4!          + *                         !!          .   . 0 .          !
 1993.1!            + *                       !!          .   . 0 .          !
 1993.2!              +*                      !!          .   .0  .          !
 1993.3!              +                       !!          .   0   .          !
 1993.4!              +     *                 !!          .   .   . 0        !
 1994.1!               *  +                   !!          .0  .   .          !
 1994.2!           *  +                       !!          .0  .   .          !
 1994.3!          *+                          !!          .  0.   .          !
 1994.4!           +*                         !!          .   .0  .          !
 1995.1!       *    +                         !!         0.   .   .          !
 1995.2!        + *                           !!          .   .0  .          !
 1995.3!           +     *                    !!          .   .   . 0        !
 1995.4!         *     +                      !!        0 .   .   .          !
 1996.1!          *+                          !!          .   0   .          !
 1996.2!           +                          !!          .   0   .          !
 1996.3!          *+                          !!          .  0.   .          !
 1996.4!           +   *                      !!          .   .   0          !
 1997.1!         *     +                      !!        0 .   .   .          !
 1997.2!          +  *                        !!          .   . 0 .          !
 1997.3!          *  +                        !!          .0  .   .          !
 1997.4!           +                          !!          .   .0  .          !
 1998.1!       *    +                         !!         0.   .   .          !
 1998.2!      * +                             !!          . 0 .   .          !
 1998.3!       *+                             !!          .  0.   .          !
 1998.4!      * +                             !!          .  0.   .          !
 1999.1!        + *                           !!          .   . 0 .          !
 1999.2!         * +                          !!          . 0 .   .          !
 1999.3!       *  +                           !!          .0  .   .          !
 1999.4!         +*                           !!          .   .0  .          !
 2000.1!          *+                          !!          .  0.   .          !
 2000.2!         *  +                         !!          . 0 .   .          !
 2000.3!         * +                          !!          .0  .   .          !
 2000.4!           +*                         !!          .   .0  .          !
 2001.1!            *+                        !!          .  0.   .          !
 2001.2!             +                        !!          .   0   .          !
 2001.3!             *+                       !!          .  0.   .          !
 2001.4!        *    +                        !!          0   .   .          !
 2002.1!          +                           !!          .   0   .          !
 2002.2!          *+                          !!          .   0   .          !
 2002.3!           +                          !!          .   0   .          !
 2002.4!           +*                         !!          .   0   .          !
 2003.1!        *  +                          !!          .0  .   .          !
 2003.2!        *+                            !!          .  0.   .          !
 2003.3!        *+                            !!          .   0   .          !
 2003.4!        *+                            !!          .  0.   .          !
 2004.1!        *+                            !!          .  0.   .          !
 2004.2!      *  +                            !!          . 0 .   .          !
 2004.3!       *+                             !!          .  0.   .          !
 2004.4!      * +                             !!          .  0.   .          !
 2005.1!       +                              !!          .   0   .          !
 2005.2!      * +                             !!          . 0 .   .          !
 2005.3!        +                             !!          .   .0  .          !
 2005.4!   *      +                           !!       0  .   .   .          !
 2006.1!     + *                              !!          .   . 0 .          !
 2006.2!     *   +                            !!          0   .   .          !
 2006.3!     * +                              !!          . 0 .   .          !
 2006.4!      *+                              !!          .  0.   .          !
 2007.1!    *  +                              !!          .0  .   .          !
 2007.2!      +                               !!          .   0   .          !
 2007.3!      *+                              !!          .  0.   .          !
 2007.4!       *+                             !!          .   0   .          !
 2008.1!    *  +                              !!          .0  .   .          !
 2008.2!     +                                !!          .  0.   .          !
 2008.3!    * +                               !!          . 0 .   .          !
 2008.4!      + *                             !!          .   . 0 .          !
 2009.1! *     +                              !!        0 .   .   .          !
 2009.2!   +  *                               !!          .   .   0          !
 2009.3!      + *                             !!          .   .0  .          !
 2009.4!       +                              !!          .   0   .          !
 2010.1!      +    *                          !!          .   .   0          !
 2010.2!        * +                           !!          .  0.   .          !
 2010.3!        +    *                        !!          .   .   .0         !
 2010.4!           +                          !!          .   0   .          !
 2011.1!         + *                          !!          .   . 0 .          !
 2011.2!         + *                          !!          .   .0  .          !
 2011.3!         +  *                         !!          .   .  0.          !
 2011.4!          +   *                       !!          .   .   0          !
 2012.1!           + *                        !!          .   . 0 .          !
 2012.2!           +  *                       !!          .   .  0.          !
 2012.3!           +   *                      !!          .   .   0          !
 2012.4!            +   *                     !!          .   .  0.          !


     26.49 percent of the residuals exceed 1 SE
      4.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKSI=UKPX$/SIPMM;                                                      
 GENR LAAUKSI=LOG(AAUKSI+.00001);                                             
 GENR LAUKSI=LOG(AUKSI+.00001);                                               
 LHS AAUKSI=EXP(LAAUKSI)-.00001;                                              
  EQ 2746 LAAUKSI C LAUKSI(-1) PUKSI;                                         
EQUATION 1502  LAAUKSI  
   RHS     C  LAUKSI(-1)  PUKSI  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1502 PLOT=0;END;                                                     

Equation number = 1502
**********************

Dependent variable = LAAUKSI 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -3.325773670

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.105148493       0.070635725  -1.48860     1.000000
14915 LAUKSI  ( -1)       0.948816355       0.019597339  48.41557    -3.316378
14913 PUKSI   (  0)      -0.066112723       0.066594546  -0.99276     1.119170

SE of equation            =     0.125435795
Sum of squared residuals  =  2.86361322       0.625144381E-11
Average absolute error    =     0.095337675
Sum of ABS residuals      =  17.6374699    
R squared                 =   0.94626
Durbin-Watson statistic   =   2.75448
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!                                   +  *!          .   .   .0         !
 1967.1!                                    +*!!          .   .0  .          !
 1967.2!                                   *+ !!          .  0.   .          !
 1967.3!                                  +*  !!          .   .0  .          !
 1967.4!                                * +   !!          .0  .   .          !
 1968.1!                               +  *   !!          .   .   . 0        !
 1968.2!                               * +    !!         0.   .   .          !
 1968.3!                             *+       !!          . 0 .   .          !
 1968.4!                            +*        !!          .   .0  .          !
 1969.1!                            +  *      !!          .   .   . 0        !
 1969.2!                              +  *    !!          .   .   0          !
 1969.3!                               *+     !!          .  0.   .          !
 1969.4!                              +   *   !!          .   .   . 0        !
 1970.1!                                 + *  !!          .   .   0          !
 1970.2!                                   +  !!          .   0   .          !
 1970.3!                                * +   !!          0   .   .          !
 1970.4!                               +    * !!          .   .   .     0    !
 1971.1!                                 * +  !!          0   .   .          !
 1971.2!                                + *   !!          .   .   0          !
 1971.3!                                 *+   !!          .  0.   .          !
 1971.4!                                +  *  !!          .   .   0          !
 1972.1!                               *  +   !!          0   .   .          !
 1972.2!                               +*     !!          .   .  0.          !
 1972.3!                       *       +      !0          .   .   .          !
 1972.4!                       +       *      !!          .   .   .          0
 1973.1!                         *    +       !!      0   .   .   .          !
 1973.2!                        *+            !!          . 0 .   .          !
 1973.3!                       +              !!          .   0   .          !
 1973.4!                       +              !!          .   .0  .          !
 1974.1!                       +              !!          .   .0  .          !
 1974.2!                       +  *           !!          .   .   . 0        !
 1974.3!                          +  *        !!          .   .   .0         !
 1974.4!                          * +         !!          0   .   .          !
 1975.1!                         +            !!          .  0.   .          !
 1975.2!                        +             !!          .   0   .          !
 1975.3!                       +*             !!          .   .0  .          !
 1975.4!                      *+              !!          .  0.   .          !
 1976.1!                    * +               !!          .0  .   .          !
 1976.2!                  * +                 !!          0   .   .          !
 1976.3!                  +                   !!          .   .0  .          !
 1976.4!                  +*                  !!          .   .  0.          !
 1977.1!                 * +                  !!          .0  .   .          !
 1977.2!                 +                    !!          .   0   .          !
 1977.3!               *+                     !!          . 0 .   .          !
 1977.4!               +   *                  !!          .   .   .  0       !
 1978.1!                  +*                  !!          .   . 0 .          !
 1978.2!                 *+                   !!          . 0 .   .          !
 1978.3!                 +                    !!          .   .0  .          !
 1978.4!                 +*                   !!          .   . 0 .          !
 1979.1!             *   +                    !!       0  .   .   .          !
 1979.2!             +     *                  !!          .   .   .     0    !
 1979.3!                 *+                   !!          .0  .   .          !
 1979.4!               *+                     !!          . 0 .   .          !
 1980.1!             *+                       !!          .0  .   .          !
 1980.2!           *+                         !!          . 0 .   .          !
 1980.3!          + *                         !!          .   .   0          !
 1980.4!         *  +                         !!          0   .   .          !
 1981.1!        *+                            !!          .  0.   .          !
 1981.2!      * +                             !!          .0  .   .          !
 1981.3!      +  *                            !!          .   .   . 0        !
 1981.4!         + *                          !!          .   .   .0         !
 1982.1!        *  +                          !!        0 .   .   .          !
 1982.2!       +   *                          !!          .   .   . 0        !
 1982.3!          +                           !!          .  0.   .          !
 1982.4!        * +                           !!          .0  .   .          !
 1983.1!        +*                            !!          .   . 0 .          !
 1983.2!         +*                           !!          .   . 0 .          !
 1983.3!         *+                           !!          .  0.   .          !
 1983.4!         +   *                        !!          .   .   .  0       !
 1984.1!            *+                        !!          .  0.   .          !
 1984.2!           *+                         !!          . 0 .   .          !
 1984.3!           +  *                       !!          .   .   . 0        !
 1984.4!              +                       !!          .  0.   .          !
 1985.1!             *+                       !!          . 0 .   .          !
 1985.2!             + *                      !!          .   .   0          !
 1985.3!               +                      !!          .   0   .          !
 1985.4!               +  *                   !!          .   .   . 0        !
 1986.1!            *     +                   !!    0     .   .   .          !
 1986.2!           *+                         !!          .  0.   .          !
 1986.3!           +  *                       !!          .   .   . 0        !
 1986.4!              +                       !!          .   0   .          !
 1987.1!             *+                       !!          .  0.   .          !
 1987.2!             +                        !!          .   0   .          !
 1987.3!            *+                        !!          .  0.   .          !
 1987.4!            +                         !!          .   0   .          !
 1988.1!            +                         !!          .   0   .          !
 1988.2!          * +                         !!          0   .   .          !
 1988.3!         *+                           !!          .0  .   .          !
 1988.4!         +*                           !!          .   .0  .          !
 1989.1!          +*                          !!          .   . 0 .          !
 1989.2!          *+                          !!          .  0.   .          !
 1989.3!          +                           !!          .  0.   .          !
 1989.4!          +*                          !!          .   .  0.          !
 1990.1!           + *                        !!          .   .  0.          !
 1990.2!          *  +                        !!          0   .   .          !
 1990.3!          +   *                       !!          .   .   .   0      !
 1990.4!          *   +                       !!       0  .   .   .          !
 1991.1!         *+                           !!          . 0 .   .          !
 1991.2!         +*                           !!          .   . 0 .          !
 1991.3!        * +                           !!          .0  .   .          !
 1991.4!        +  *                          !!          .   .   . 0        !
 1992.1!          *+                          !!          . 0 .   .          !
 1992.2!          +                           !!          .   .0  .          !
 1992.3!          +                           !!          .   0   .          !
 1992.4!        * +                           !!         0.   .   .          !
 1993.1!        +*                            !!          .   .  0.          !
 1993.2!         +                            !!          .  0.   .          !
 1993.3!      *  +                            !!        0 .   .   .          !
 1993.4!      +   *                           !!          .   .   .  0       !
 1994.1!          + *                         !!          .   .   0          !
 1994.2!          * +                         !!          .0  .   .          !
 1994.3!         *+                           !!          .  0.   .          !
 1994.4!         + *                          !!          .   . 0 .          !
 1995.1!           +*                         !!          .   .  0.          !
 1995.2!         *  +                         !!       0  .   .   .          !
 1995.3!         +  *                         !!          .   .   . 0        !
 1995.4!         *  +                         !!        0 .   .   .          !
 1996.1!         +                            !!          .   0   .          !
 1996.2!        *+                            !!          . 0 .   .          !
 1996.3!        +  *                          !!          .   .   .0         !
 1996.4!          *+                          !!          . 0 .   .          !
 1997.1!         *+                           !!          . 0 .   .          !
 1997.2!         +                            !!          .   0   .          !
 1997.3!    *    +                            !!     0    .   .   .          !
 1997.4!    +    *                            !!          .   .   .   0      !
 1998.1!       *+                             !!          .0  .   .          !
 1998.2!      *+                              !!          .  0.   .          !
 1998.3!      +   *                           !!          .   .   . 0        !
 1998.4!       *  +                           !!          0   .   .          !
 1999.1!       *+                             !!          .  0.   .          !
 1999.2!      *+                              !!          . 0 .   .          !
 1999.3!      +*                              !!          .   0   .          !
 1999.4!       +                              !!          .   .0  .          !
 2000.1!      *+                              !!          . 0 .   .          !
 2000.2!   *   +                              !!        0 .   .   .          !
 2000.3!   *+                                 !!          .  0.   .          !
 2000.4!    +                                 !!          .   0   .          !
 2001.1!    +*                                !!          .   .0  .          !
 2001.2!     +*                               !!          .   . 0 .          !
 2001.3!     * +                              !!          .0  .   .          !
 2001.4!     +  *                             !!          .   .   0          !
 2002.1!     *  +                             !!         0.   .   .          !
 2002.2!    *+                                !!          . 0 .   .          !
 2002.3!    +                                 !!          .   0   .          !
 2002.4!   * +                                !!          .0  .   .          !
 2003.1!   +                                  !!          . 0 .   .          !
 2003.2!   + *                                !!          .   .  0.          !
 2003.3!     +*                               !!          .   .  0.          !
 2003.4!      +                               !!          .   0   .          !
 2004.1!    *  +                              !!         0.   .   .          !
 2004.2!   *+                                 !!          .  0.   .          !
 2004.3!    +                                 !!          .   .0  .          !
 2004.4!    +*                                !!          .   .0  .          !
 2005.1!*    +                                !!     0    .   .   .          !
 2005.2! +  *                                 !!          .   .   .0         !
 2005.3!    + *                               !!          .   .   0          !
 2005.4!      +                               !!          .   0   .          !
 2006.1!      +                               !!          .  0.   .          !
 2006.2!     *+                               !!          .  0.   .          !
 2006.3! *    +                               !!      0   .   .   .          !
 2006.4! +   *                                !!          .   .   .  0       !
 2007.1!    *+                                !!          . 0 .   .          !
 2007.2!    *+                                !!          .  0.   .          !
 2007.3!    + *                               !!          .   . 0 .          !
 2007.4!   *  +                               !!         0.   .   .          !
 2008.1! * +                                  !!          0   .   .          !
 2008.2!  +*                                  !!          .   . 0 .          !
 2008.3!   +                                  !!          .   0   .          !
 2008.4!   + *                                !!          .   .  0.          !
 2009.1!     +*                               !!          .   . 0 .          !
 2009.2!       +                              !!          .   0   .          !
 2009.3!    *  +                              !!         0.   .   .          !
 2009.4!   * +                                !!          . 0 .   .          !
 2010.1! *  +                                 !!         0.   .   .          !
 2010.2!  +                                   !!          .   .0  .          !
 2010.3!   +                                  !!          .   0   .          !
 2010.4!  *+                                  !!          . 0 .   .          !
 2011.1! *+                                   !!          .0  .   .          !
 2011.2* +                                    !!          0   .   .          !
 2011.3!+*                                    !!          .   . 0 .          !
 2011.4! +  *                                 !!          .   .   .0         !
 2012.1!    +                                 !!          .  0.   .          !
 2012.2!   *+                                 !!          . 0 .   .          !
 2012.3!   +  *                               !!          .   .   .0         !
 2012.4!      +                               !!          .  0.   .          !


     29.73 percent of the residuals exceed 1 SE
      4.86 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFISI=FIPX$/SIPMM;                                                      
 GENR LAAFISI=LOG(AAFISI+.00001);                                             
 GENR LAFISI=LOG(AFISI+.00001);                                               
 LHS AAFISI=EXP(LAAFISI)-.00001;                                              
  EQ 2747 LAAFISI C LAFISI(-1) PFISI;                                         
EQUATION 1503  LAAFISI  
   RHS     C  LAFISI(-1)  PFISI  
 SMPL 1976.4 2012.4;                                                          
Sample period is now  1976.4 to  2012.4 Internally:   100 to   244
 OLS;EST 1503 PLOT=0;END;                                                     

Equation number = 1503
**********************

Dependent variable = LAAFISI 

 1976.4 -   2012.4,    0 missing obs.,  145 obs. used.

Mean of dependent variable       -6.401535976

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.272632896       0.319191652  -3.98705     1.000000
14918 LAFISI  ( -1)       0.735044994       0.056722343  12.95865    -6.406830
14916 PFISI   (  0)      -0.377715498       0.203596623  -1.85521     1.110875

SE of equation            =     0.310522908
Sum of squared residuals  =  13.6922756      -0.162021507E-10
Average absolute error    =     0.231408404
Sum of ABS residuals      =  33.5542185    
R squared                 =   0.64683
Durbin-Watson statistic   =   2.54044
SMPL and No. Obs.         = 1976.4   2012.4    145

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.4!    *   +                             !!          0   .   .          !
 1977.1!    *  +                              !!          .0  .   .          !
 1977.2!   *   +                              !!          .0  .   .          !
 1977.3!  *   +                               !!          0   .   .          !
 1977.4!  *  +                                !!          .0  .   .          !
 1978.1!      +    *                          !!          .   .   . 0        !
 1978.2!           * +                        !!          .0  .   .          !
 1978.3! *           +                        !!  0       .   .   .          !
 1978.4!     +   *                            !!          .   .  0.          !
 1979.1!         * +                          !!          . 0 .   .          !
 1979.2*           +                          !!  0       .   .   .          !
 1979.3!     +      *                         !!          .   .   .  0       !
 1979.4!     *        +                       !!     0    .   .   .          !
 1980.1!         + *                          !!          .   . 0 .          !
 1980.2!         *   +                        !!          0   .   .          !
 1980.3!           +      *                   !!          .   .   . 0        !
 1980.4!               *  +                   !!          .0  .   .          !
 1981.1!        *       +                     !!      0   .   .   .          !
 1981.2!           +  *                       !!          .   .  0.          !
 1981.3!               +                      !!          .   0   .          !
 1981.4!             *  +                     !!          .0  .   .          !
 1982.1!         *    +                       !!         0.   .   .          !
 1982.2!           +     *                    !!          .   .   .0         !
 1982.3!             *    +                   !!          0   .   .          !
 1982.4!               + *                    !!          .   . 0 .          !
 1983.1!               *  +                   !!          .0  .   .          !
 1983.2!                 +    *               !!          .   .   .0         !
 1983.3!                      +               !!          .   0   .          !
 1983.4!                      +        *      !!          .   .   .    0     !
 1984.1!                            *+        !!          .  0.   .          !
 1984.2!                        *  +          !!          .0  .   .          !
 1984.3!                      * +             !!          . 0 .   .          !
 1984.4!                      + *             !!          .   .0  .          !
 1985.1!                        +     *       !!          .   .   . 0        !
 1985.2!                      *      +        !!        0 .   .   .          !
 1985.3!                     * +              !!          . 0 .   .          !
 1985.4!                    * +               !!          . 0 .   .          !
 1986.1!                     +  *             !!          .   .  0.          !
 1986.2!               *      +               !!       0  .   .   .          !
 1986.3!                +    *                !!          .   .   .0         !
 1986.4!                     + *              !!          .   . 0 .          !
 1987.1!                      +*              !!          .   .0  .          !
 1987.2!                    * +               !!          . 0 .   .          !
 1987.3!                    +*                !!          .   .0  .          !
 1987.4!                    +     *           !!          .   .   . 0        !
 1988.1!               *        +             !!    0     .   .   .          !
 1988.2!                + *                   !!          .   . 0 .          !
 1988.3!                   + *                !!          .   . 0 .          !
 1988.4!                 *  +                 !!          .0  .   .          !
 1989.1!                  + *                 !!          .   . 0 .          !
 1989.2!                    +                 !!          .   0   .          !
 1989.3!                    +                 !!          .   0   .          !
 1989.4!                   +       *          !!          .   .   .   0      !
 1990.1!                    *    +            !!          0   .   .          !
 1990.2!                   +*                 !!          .   0   .          !
 1990.3!                  +                   !!          .   0   .          !
 1990.4!                  +      *            !!          .   .   .   0      !
 1991.1!                     * +              !!          .0  .   .          !
 1991.2!                    + *               !!          .   . 0 .          !
 1991.3!                     +    *           !!          .   .   .0         !
 1991.4!                    *   +             !!          0   .   .          !
 1992.1!                    +*                !!          .   .0  .          !
 1992.2!                   * +                !!          . 0 .   .          !
 1992.3!                   +*                 !!          .   .0  .          !
 1992.4!                    +      *          !!          .   .   .  0       !
 1993.1!                          +*          !!          .   0   .          !
 1993.2!                          +   *       !!          .   .   0          !
 1993.3!                            +*        !!          .   .0  .          !
 1993.4!                            +         !!          .   .0  .          !
 1994.1!                           +  *       !!          .   .  0.          !
 1994.2!                            +         !!          .  0.   .          !
 1994.3!                       *  +           !!          .0  .   .          !
 1994.4!                       +              *!          .   .   .          0
 1995.1!                           *      +   !!        0 .   .   .          !
 1995.2!                          +    *      !!          .   .   .0         !
 1995.3!                          * +         !!          . 0 .   .          !
 1995.4!                        +    *        !!          .   .   .0         !
 1996.1!                           +    *     !!          .   .   .0         !
 1996.2!                          * +         !!          . 0 .   .          !
 1996.3!                        +             !!          .   0   .          !
 1996.4!                       +       *      !!          .   .   .   0      !
 1997.1!                           *+         !!          .  0.   .          !
 1997.2!                          +   *       !!          .   .   .0         !
 1997.3!                         *  +         !!          . 0 .   .          !
 1997.4!                        +           * !!          .   .   .       0  !
 1998.1!                           *    +     !!         0.   .   .          !
 1998.2!                     *   +            !!          0   .   .          !
 1998.3!                    +   *             !!          .   .   0          !
 1998.4!                       +       *      !!          .   .   .    0     !
 1999.1!                            *+        !!          .  0.   .          !
 1999.2!                          +    *      !!          .   .   .0         !
 1999.3!                          *  +        !!          .0  .   .          !
 1999.4!                         +            !!          .   0   .          !
 2000.1!                         +  *         !!          .   . 0 .          !
 2000.2!                           +          !!          .   0   .          !
 2000.3!                        *  +          !!          . 0 .   .          !
 2000.4!                         + *          !!          .   . 0 .          !
 2001.1!                          +      *    !!          .   .   .  0       !
 2001.2!                               + *    !!          .   . 0 .          !
 2001.3!                       *       +      !!      0   .   .   .          !
 2001.4!                        +             !!          .   .0  .          !
 2002.1!                       * +            !!          . 0 .   .          !
 2002.2!                        +             !!          .   0   .          !
 2002.3!                      * +             !!          . 0 .   .          !
 2002.4!                       +*             !!          .   .0  .          !
 2003.1!                      * +             !!          . 0 .   .          !
 2003.2!                      + *             !!          .   . 0 .          !
 2003.3!                      * +             !!          .  0.   .          !
 2003.4!                      +   *           !!          .   .   0          !
 2004.1!                         +   *        !!          .   .   0          !
 2004.2!                           +          !!          .   0   .          !
 2004.3!                     *    +           !!         0.   .   .          !
 2004.4!                      +*              !!          .   . 0 .          !
 2005.1!                   *   +              !!          .0  .   .          !
 2005.2!                    +                 !!          .   0   .          !
 2005.3!                    *+                !!          .  0.   .          !
 2005.4!                     +                !!          .  0.   .          !
 2006.1!                      +               !!          .   0   .          !
 2006.2!                      + *             !!          .   . 0 .          !
 2006.3!                      * +             !!          . 0 .   .          !
 2006.4!                      +               !!          .  0.   .          !
 2007.1!                      +               !!          .   0   .          !
 2007.2!                      +               !!          .   0   .          !
 2007.3!                      + *             !!          .   . 0 .          !
 2007.4!                       *+             !!          .   0   .          !
 2008.1!                     * +              !!          . 0 .   .          !
 2008.2!                    * +               !!          . 0 .   .          !
 2008.3!                   * +                !!          .  0.   .          !
 2008.4!                     +*               !!          .   . 0 .          !
 2009.1!                       +              !!          .   .0  .          !
 2009.2!                       +*             !!          .   .0  .          !
 2009.3!                       *+             !!          .  0.   .          !
 2009.4!                       *+             !!          .   0   .          !
 2010.1!                        +*            !!          .   . 0 .          !
 2010.2!                     *   +            !!          0   .   .          !
 2010.3!                     *+               !!          . 0 .   .          !
 2010.4!                    * +               !!          .  0.   .          !
 2011.1!                   *  +               !!          .0  .   .          !
 2011.2!                    + *               !!          .   . 0 .          !
 2011.3!                  *    +              !!         0.   .   .          !
 2011.4!                  * +                 !!          . 0 .   .          !
 2012.1!                  * +                 !!          .  0.   .          !
 2012.2!                    +*                !!          .   .0  .          !
 2012.3!                 *    +               !!         0.   .   .          !
 2012.4!                *   +                 !!          .0  .   .          !


     27.59 percent of the residuals exceed 1 SE
      4.83 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASSI=ASPX$/SIPMM;                                                      
 GENR LAAASSI=LOG(AAASSI+.00001);                                             
 GENR LAASSI=LOG(AASSI+.00001);                                               
 LHS AAASSI=EXP(LAAASSI)-.00001;                                              
  EQ 2748 LAAASSI C LAASSI(-1) PASSI;                                         
EQUATION 1504  LAAASSI  
   RHS     C  LAASSI(-1)  PASSI  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1504 PLOT=0;END;                                                     

Equation number = 1504
**********************

Dependent variable = LAAASSI 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -3.562156541

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.427900211       0.122848604  -3.48315     1.000000
14921 LAASSI  ( -1)       0.852323254       0.039377793  21.64477    -3.554903
14919 PASSI   (  0)      -0.083974544       0.055770404  -1.50572     1.242401

SE of equation            =     0.207439433
Sum of squared residuals  =  7.83166354       0.906252851E-11
Average absolute error    =     0.159723743
Sum of ABS residuals      =  29.5488925    
R squared                 =   0.78464
Durbin-Watson statistic   =   2.58837
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!                           + *        !!         .    . 0  .         !
 1967.1!                          +  *        !!         .    .    0         !
 1967.2!                           + *        !!         .    . 0  .         !
 1967.3!                           +  *       !!         .    .    0         !
 1967.4!                            +         !!         .    0    .         !
 1968.1!                        * +           !!         . 0  .    .         !
 1968.2!                       +   *          !!         .    .    .0        !
 1968.3!                         +*           !!         .    .0   .         !
 1968.4!                      * +             !!         . 0  .    .         !
 1969.1!                     +      *         !!         .    .    .   0     !
 1969.2!                          + *         !!         .    .  0 .         !
 1969.3!                          +          *!!         .    .    .        0!
 1969.4!                        *         +   !! 0       .    .    .         !
 1970.1!                       +       *      !!         .    .    .     0   !
 1970.2!                             +   *    !!         .    .    0         !
 1970.3!                               + *    !!         .    .   0.         !
 1970.4!                               +      !!         .    0    .         !
 1971.1!                             +        *!         .    .    .      0  !
 1971.2!                                *  +  !!         .0   .    .         !
 1971.3!                              +  *    !!         .    .  0 .         !
 1971.4!                               +      !!         .    .0   .         !
 1972.1!                             +        !!         .   0.    .         !
 1972.2!                           +   *      !!         .    .    0         !
 1972.3!                        *    +        !!        0.    .    .         !
 1972.4!                       +              !!         .    0    .         !
 1973.1!                  *   +               !!         .0   .    .         !
 1973.2!                 +   *                !!         .    .   0.         !
 1973.3!                *  +                  !!         .0   .    .         !
 1973.4!              * +                     !!         .  0 .    .         !
 1974.1!              +   *                   !!         .    .    .0        !
 1974.2!              *  +                    !!         .0   .    .         !
 1974.3!              +   *                   !!         .    .    .0        !
 1974.4!                * +                   !!         .  0 .    .         !
 1975.1!                +        *            !!         .    .    .       0 !
 1975.2!                     * +              !!         . 0  .    .         !
 1975.3!                   *+                 !!         .   0.    .         !
 1975.4!                * +                   !!         .  0 .    .         !
 1976.1!               *+                     !!         .  0 .    .         !
 1976.2!              +                       !!         .   0.    .         !
 1976.3!              +*                      !!         .    . 0  .         !
 1976.4!            * +                       !!         . 0  .    .         !
 1977.1!            +*                        !!         .    0    .         !
 1977.2!        *   +                         !!        0.    .    .         !
 1977.3!         + *                          !!         .    .   0.         !
 1977.4!            +*                        !!         .    . 0  .         !
 1978.1!            *+                        !!         .   0.    .         !
 1978.2!            +   *                     !!         .    .    0         !
 1978.3!          *     +                     !!      0  .    .    .         !
 1978.4!         * +                          !!         . 0  .    .         !
 1979.1!         +                            !!         .   0.    .         !
 1979.2!         +        *                   !!         .    .    .      0  !
 1979.3!               * +                    !!         .0   .    .         !
 1979.4!            *  +                      !!         .0   .    .         !
 1980.1!            +*                        !!         .    .0   .         !
 1980.2!            *+                        !!         .  0 .    .         !
 1980.3!            +                         !!         .    .0   .         !
 1980.4!             +   *                    !!         .    .    .0        !
 1981.1!                *+                    !!         .   0.    .         !
 1981.2!        *      +                      !!     0   .    .    .         !
 1981.3!         +                            !!         .    0    .         !
 1981.4!          +                           !!         .    0    .         !
 1982.1!          +  *                        !!         .    .  0 .         !
 1982.2!             +    *                   !!         .    .    . 0       !
 1982.3!                 +  *                 !!         .    .  0 .         !
 1982.4!                *  +                  !!         .0   .    .         !
 1983.1!                +  *                  !!         .    .   0.         !
 1983.2!         *        +                   !!  0      .    .    .         !
 1983.3!          +         *                 !!         .    .    .       0 !
 1983.4!             *     +                  !!      0  .    .    .         !
 1984.1!             +          *             !!         .    .    .         0
 1984.2!                       +              !!         .   0.    .         !
 1984.3!               *      +               !!    0    .    .    .         !
 1984.4!               +   *                  !!         .    .    0         !
 1985.1!                  +                   !!         .    0    .         !
 1985.2!                  +  *                !!         .    .   0.         !
 1985.3!                     +*               !!         .    . 0  .         !
 1985.4!              *       +               !!    0    .    .    .         !
 1986.1!           *   +                      !!        0.    .    .         !
 1986.2!        *   +                         !!         0    .    .         !
 1986.3!         +   *                        !!         .    .    .0        !
 1986.4!              +*                      !!         .    .0   .         !
 1987.1!               +  *                   !!         .    .  0 .         !
 1987.2!             *    +                   !!        0.    .    .         !
 1987.3!              +                       !!         .   0.    .         !
 1987.4!              +  *                    !!         .    .   0.         !
 1988.1!                * +                   !!         .  0 .    .         !
 1988.2!                +   *                 !!         .    .    0         !
 1988.3!                 * +                  !!         .0   .    .         !
 1988.4!               * +                    !!         .  0 .    .         !
 1989.1!               +*                     !!         .    0    .         !
 1989.2!                +  *                  !!         .    .    0         !
 1989.3!                 * +                  !!         .  0 .    .         !
 1989.4!                 +  *                 !!         .    .  0 .         !
 1990.1!                 * +                  !!         . 0  .    .         !
 1990.2!                 + *                  !!         .    .  0 .         !
 1990.3!                  +    *              !!         .    .    .0        !
 1990.4!                     *+               !!         .   0.    .         !
 1991.1!                     +   *            !!         .    .    .0        !
 1991.2!                      * +             !!         . 0  .    .         !
 1991.3!                      + *             !!         .    .  0 .         !
 1991.4!                       +*             !!         .    0    .         !
 1992.1!                       + *            !!         .    .  0 .         !
 1992.2!                        + *           !!         .    .  0 .         !
 1992.3!                         +*           !!         .    . 0  .         !
 1992.4!                         +*           !!         .    0    .         !
 1993.1!                         + *          !!         .    .  0 .         !
 1993.2!                    *     +           !!      0  .    .    .         !
 1993.3!                 *  +                 !!         .0   .    .         !
 1993.4!                 +  *                 !!         .    .  0 .         !
 1994.1!                    +*                !!         .    .  0 .         !
 1994.2!                   * +                !!         . 0  .    .         !
 1994.3!                   +                  !!         .    0    .         !
 1994.4!                   + *                !!         .    .  0 .         !
 1995.1!                     +*               !!         .    . 0  .         !
 1995.2!                  *   +               !!         0    .    .         !
 1995.3!                  +*                  !!         .    .0   .         !
 1995.4!                  *+                  !!         .  0 .    .         !
 1996.1!                * +                   !!         . 0  .    .         !
 1996.2!               *+                     !!         .  0 .    .         !
 1996.3!               +                      !!         .    0    .         !
 1996.4!               *+                     !!         .   0.    .         !
 1997.1!               +  *                   !!         .    .  0 .         !
 1997.2!                 *+                   !!         .   0.    .         !
 1997.3!                * +                   !!         .  0 .    .         !
 1997.4!                 +*                   !!         .    . 0  .         !
 1998.1!               *  +                   !!         .0   .    .         !
 1998.2!               +   *                  !!         .    .   0.         !
 1998.3!           *       +                  !!    0    .    .    .         !
 1998.4!            +      *                  !!         .    .    .   0     !
 1999.1!                  *+                  !!         .  0 .    .         !
 1999.2!                  +   *               !!         .    .    0         !
 1999.3!                     +*               !!         .    . 0  .         !
 1999.4!                  *   +               !!         0    .    .         !
 2000.1!                   + *                !!         .    .  0 .         !
 2000.2!                     +*               !!         .    .0   .         !
 2000.3!                     *+               !!         .   0.    .         !
 2000.4!                     + *              !!         .    .  0 .         !
 2001.1!                    * +               !!         . 0  .    .         !
 2001.2!                    +                 !!         .    0    .         !
 2001.3!                    +*                !!         .    .0   .         !
 2001.4!                  *  +                !!         . 0  .    .         !
 2002.1!                   +                  !!         .    0    .         !
 2002.2!                 * +                  !!         . 0  .    .         !
 2002.3!                 +  *                 !!         .    .   0.         !
 2002.4!                   *+                 !!         .  0 .    .         !
 2003.1!                 * +                  !!         .  0 .    .         !
 2003.2!               * +                    !!         . 0  .    .         !
 2003.3!           *    +                     !!        0.    .    .         !
 2003.4!           *+                         !!         .  0 .    .         !
 2004.1!          * +                         !!         . 0  .    .         !
 2004.2!           +*                         !!         .    .0   .         !
 2004.3!        *    +                        !!        0.    .    .         !
 2004.4!         *+                           !!         .   0.    .         !
 2005.1!        * +                           !!         . 0  .    .         !
 2005.2!         +                            !!         .   0.    .         !
 2005.3!          +                           !!         .    0    .         !
 2005.4!           +                          !!         .    .0   .         !
 2006.1!      *     +                         !!      0  .    .    .         !
 2006.2!      * +                             !!         . 0  .    .         !
 2006.3!       +  *                           !!         .    .   0.         !
 2006.4!        *  +                          !!         0    .    .         !
 2007.1!    *    +                            !!        0.    .    .         !
 2007.2!     *+                               !!         .   0.    .         !
 2007.3!   *   +                              !!         0    .    .         !
 2007.4!    *+                                !!         .  0 .    .         !
 2008.1!     +    *                           !!         .    .    .0        !
 2008.2!         *+                           !!         .  0 .    .         !
 2008.3!    *    +                            !!       0 .    .    .         !
 2008.4!   * +                                !!         . 0  .    .         !
 2009.1!    +*                                !!         .    0    .         !
 2009.2!      + *                             !!         .    . 0  .         !
 2009.3!         +*                           !!         .    . 0  .         !
 2009.4!       *   +                          !!         0    .    .         !
 2010.1!    *   +                             !!         0    .    .         !
 2010.2!  *  +                                !!         0    .    .         !
 2010.3!   +  *                               !!         .    .   0.         !
 2010.4*       +                              !!    0    .    .    .         !
 2011.1! + *                                  !!         .    .  0 .         !
 2011.2!   *+                                 !!         .   0.    .         !
 2011.3!    +*                                !!         .    .0   .         !
 2011.4!     +                                !!         .    0    .         !
 2012.1!  *   +                               !!         0    .    .         !
 2012.2!   +  *                               !!         .    .  0 .         !
 2012.3!      +     *                         !!         .    .    .  0      !
 2012.4!       *    +                         !!       0 .    .    .         !


     27.03 percent of the residuals exceed 1 SE
      5.95 percent of the residuals exceed 2 SE
@@EQ 2749 LAASOSI C LASOSI(-1) PSOSI;SMPL 1992.3 2012.4;OLS;EST 2749 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOSI=KOPX$/SIPMM;                                                      
 GENR LAAKOSI=LOG(AAKOSI+.00001);                                             
 GENR LAKOSI=LOG(AKOSI+.00001);                                               
 LHS AAKOSI=EXP(LAAKOSI)-.00001;                                              
  EQ 2750 LAAKOSI C LAKOSI(-1) PKOSI;                                         
EQUATION 1505  LAAKOSI  
   RHS     C  LAKOSI(-1)  PKOSI  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1505 PLOT=0;END;                                                     

Equation number = 1505
**********************

Dependent variable = LAAKOSI 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -4.083327643

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.071212288       0.054556307  -1.30530     1.000000
14924 LAKOSI  ( -1)       0.943791878       0.026014158  36.27993    -4.108601
14922 PKOSI   (  0)      -0.074822898       0.053522661  -1.39797     1.796925

SE of equation            =     0.200463178
Sum of squared residuals  =  7.31375838       0.210942375E-12
Average absolute error    =     0.142267697
Sum of ABS residuals      =  26.3195240    
R squared                 =   0.96979
Durbin-Watson statistic   =   2.62107
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4*+                                     !!           . 0.  .           !
 1967.1+     *                                !!           .  .  .      0    !
 1967.2!     *+                               !!           .0 .  .           !
 1967.3!    *+                                !!           .0 .  .           !
 1967.4!    *+                                !!           . 0.  .           !
 1968.1!     +     *                          !!           .  .  .       0   !
 1968.2!           +                          !!           . 0.  .           !
 1968.3!          *+                          !!           . 0.  .           !
 1968.4!          *+                          !!           . 0.  .           !
 1969.1!          + *                         !!           .  .  0           !
 1969.2!           *+                         !!           .0 .  .           !
 1969.3!          *+                          !!           0  .  .           !
 1969.4!         *+                           !!           .0 .  .           !
 1970.1!         *+                           !!           . 0.  .           !
 1970.2!         *+                           !!           0  .  .           !
 1970.3!         *+                           !!           .0 .  .           !
 1970.4!        * +                           !!           0  .  .           !
 1971.1!       * +                            !!           0  .  .           !
 1971.2!      * +                             !!           0  .  .           !
 1971.3!      *+                              !!           .0 .  .           !
 1971.4!      *+                              !!           .0 .  .           !
 1972.1!     * +                              !!          0.  .  .           !
 1972.2!     *+                               !!           .0 .  .           !
 1972.3!    * +                               !!           0  .  .           !
 1972.4!    * +                               !!          0.  .  .           !
 1973.1!     +    *                           !!           .  .  .      0    !
 1973.2!        * +                           !!         0 .  .  .           !
 1973.3!        +                             !!           .  0  .           !
 1973.4!         +*                           !!           .  . 0.           !
 1974.1!           + *                        !!           .  .  . 0         !
 1974.2!            * +                       !!          0.  .  .           !
 1974.3!           *+                         !!           .0 .  .           !
 1974.4!           *+                         !!           .0 .  .           !
 1975.1!            + *                       !!           .  .  . 0         !
 1975.2!           *   +                      !!       0   .  .  .           !
 1975.3!            + *                       !!           .  .  .0          !
 1975.4!              *+                      !!           . 0.  .           !
 1976.1!           *   +                      !!      0    .  .  .           !
 1976.2!           +  *                       !!           .  .  . 0         !
 1976.3!              +*                      !!           .  .0 .           !
 1976.4!               +                      !!           .  .0 .           !
 1977.1!              *+                      !!           .0 .  .           !
 1977.2!              +*                      !!           .  .0 .           !
 1977.3!               +                      !!           . 0.  .           !
 1977.4!              *+                      !!           .0 .  .           !
 1978.1!              +                       !!           .  0  .           !
 1978.2!               +*                     !!           .  . 0.           !
 1978.3!                +                     !!           .  0  .           !
 1978.4!                +                     !!           . 0.  .           !
 1979.1!                +*                    !!           .  . 0.           !
 1979.2!                 +                    !!           . 0.  .           !
 1979.3!                *+                    !!           0  .  .           !
 1979.4!               *+                     !!           .0 .  .           !
 1980.1!                +*                    !!           .  .0 .           !
 1980.2!                 +                    !!           .  .0 .           !
 1980.3!                 +*                   !!           .  0  .           !
 1980.4!                * +                   !!          0.  .  .           !
 1981.1!                +*                    !!           .  . 0.           !
 1981.2!                 +                    !!           .0 .  .           !
 1981.3!                *+                    !!           . 0.  .           !
 1981.4!                +                     !!           .  0  .           !
 1982.1!                 +*                   !!           .  . 0.           !
 1982.2!                  +*                  !!           .  . 0.           !
 1982.3!                   +                  !!           .  0  .           !
 1982.4!                   +  *               !!           .  .  .0          !
 1983.1!                   *  +               !!         0 .  .  .           !
 1983.2!                   +*                 !!           .  .0 .           !
 1983.3!                    +  *              !!           .  .  .  0        !
 1983.4!                       +              !!           . 0.  .           !
 1984.1!                    *  +              !!          0.  .  .           !
 1984.2!                     +   *            !!           .  .  .    0      !
 1984.3!                 *       +            !0           .  .  .           !
 1984.4!                 +*                   !!           .  .0 .           !
 1985.1!                   +                  !!           .  .0 .           !
 1985.2!                   +                  !!           . 0.  .           !
 1985.3!                   +  *               !!           .  .  .  0        !
 1985.4!                       + *            !!           .  .  .0          !
 1986.1!                      *  +            !!        0  .  .  .           !
 1986.2!                    * +               !!          0.  .  .           !
 1986.3!                    +*                !!           .  .  0           !
 1986.4!                     *+               !!           .0 .  .           !
 1987.1!                     +   *            !!           .  .  .    0      !
 1987.2!                       * +            !!           0  .  .           !
 1987.3!                        +             !!           .  .0 .           !
 1987.4!                        +             !!           .  0  .           !
 1988.1!                        +*            !!           .  . 0.           !
 1988.2!                       * +            !!         0 .  .  .           !
 1988.3!                       + *            !!           .  .  .0          !
 1988.4!                         +            !!           . 0.  .           !
 1989.1!                         +            !!           .  0  .           !
 1989.2!                       *+             !!           .0 .  .           !
 1989.3!                       +*             !!           .  .0 .           !
 1989.4!                       *+             !!           . 0.  .           !
 1990.1!                       + *            !!           .  .  0           !
 1990.2!                        *+            !!           0  .  .           !
 1990.3!                        +             !!           .  . 0.           !
 1990.4!                       * +            !!           0  .  .           !
 1991.1!                       +*             !!           .  .  0           !
 1991.2!                        + *           !!           .  .  .0          !
 1991.3!                          +*          !!           .  . 0.           !
 1991.4!                           +*         !!           .  . 0.           !
 1992.1!                           *+         !!           . 0.  .           !
 1992.2!                           +*         !!           .  .0 .           !
 1992.3!                            +         !!           .  0  .           !
 1992.4!                           +          !!           . 0.  .           !
 1993.1!                           +          !!           .  0  .           !
 1993.2!                          *+          !!           . 0.  .           !
 1993.3!                         *+           !!           . 0.  .           !
 1993.4!                         +            !!           . 0.  .           !
 1994.1!                         +*           !!           .  .  0           !
 1994.2!                          +*          !!           .  .0 .           !
 1994.3!                           +          !!           .  0  .           !
 1994.4!                           +          !!           .  .0 .           !
 1995.1!                           +  *       !!           .  .  .0          !
 1995.2!                             +*       !!           .  .0 .           !
 1995.3!                              +       !!           .  0  .           !
 1995.4!                             *+       !!           . 0.  .           !
 1996.1!                             +        !!           .  0  .           !
 1996.2!                             +        !!           . 0.  .           !
 1996.3!                             + *      !!           .  .  .0          !
 1996.4!                            *  +      !!          0.  .  .           !
 1997.1!                            + *       !!           .  .  .0          !
 1997.2!                            * +       !!          0.  .  .           !
 1997.3!                            +         !!           .  0  .           !
 1997.4!                            +  *      !!           .  .  .0          !
 1998.1!                               + *    !!           .  .  0           !
 1998.2!                                *+    !!           . 0.  .           !
 1998.3!                               *+     !!           .0 .  .           !
 1998.4!                               +      !!           .  0  .           !
 1999.1!                             * +      !!          0.  .  .           !
 1999.2!                             +*       !!           .  . 0.           !
 1999.3!                              +       !!           .  0  .           !
 1999.4!                              +       !!           .  0  .           !
 2000.1!                             *+       !!           .0 .  .           !
 2000.2!                             +*       !!           .  .0 .           !
 2000.3!                             *+       !!           . 0.  .           !
 2000.4!                             +        !!           . 0.  .           !
 2001.1!                             +        !!           .  0  .           !
 2001.2!                            *+        !!           .0 .  .           !
 2001.3!                            +*        !!           .  .0 .           !
 2001.4!                             +        !!           . 0.  .           !
 2002.1!                             +        !!           .  .0 .           !
 2002.2!                             *+       !!           . 0.  .           !
 2002.3!                             +*       !!           .  . 0.           !
 2002.4!                            * +       !!           0  .  .           !
 2003.1!                             +*       !!           .  . 0.           !
 2003.2!                             *+       !!           . 0.  .           !
 2003.3!                              +       !!           .  .0 .           !
 2003.4!                             *+       !!           . 0.  .           !
 2004.1!                              +       !!           .  0  .           !
 2004.2!                              +       !!           .  0  .           !
 2004.3!                             *+       !!           .0 .  .           !
 2004.4!                             +*       !!           .  . 0.           !
 2005.1!                              +*      !!           .  . 0.           !
 2005.2!                              *+      !!           . 0.  .           !
 2005.3!                              +*      !!           .  0  .           !
 2005.4!                               +      !!           .  .0 .           !
 2006.1!                                +     !!           .  .0 .           !
 2006.2!                                +     !!           .  0  .           !
 2006.3!                                *+    !!           . 0.  .           !
 2006.4!                                +     !!           .  0  .           !
 2007.1!                                +*    !!           .  . 0.           !
 2007.2!                                 +    !!           . 0.  .           !
 2007.3!                                 +    !!           .  .0 .           !
 2007.4!                                 +*   !!           .  .0 .           !
 2008.1!                                  +*  !!           .  . 0.           !
 2008.2!                                   +  !!           .  0  .           !
 2008.3!                                   +  !!           .  0  .           !
 2008.4!                                  *+  !!           0  .  .           !
 2009.1!                                  +*  !!           .  . 0.           !
 2009.2!                                   +  !!           .  0  .           !
 2009.3!                                   + *!!           .  .  0           !
 2009.4!                                    *+!!           .0 .  .           !
 2010.1!                                  * + !!           0  .  .           !
 2010.2!                                  + * !!           .  .  0           !
 2010.3!                                   *+ !!           .0 .  .           !
 2010.4!                                   +  !!           .  .0 .           !
 2011.1!                                   + *!!           .  .  0           !
 2011.2!                                     +!!           .  0  .           !
 2011.3!                                    *+!!           . 0.  .           !
 2011.4!                                    +*!!           .  . 0.           !
 2012.1!                                     +*!           .  . 0.           !
 2012.2!                                     *+!           .0 .  .           !
 2012.3!                                     +!!           .  .0 .           !
 2012.4!                                     +*!           .  .0 .           !


     22.70 percent of the residuals exceed 1 SE
      4.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBESI=BEPX$Q/SIPMM;                                                     
 GENR LAABESI=LOG(AABESI+.00001);                                             
 GENR LABESI=LOG(ABESI+.00001);                                               
 LHS AABESI=EXP(LAABESI)-.00001;                                              
  EQ 2751 LAABESI C LABESI(-1) PBESI;                                         
EQUATION 1506  LAABESI  
   RHS     C  LABESI(-1)  PBESI  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1506 PLOT=0;END;                                                     

Equation number = 1506
**********************

Dependent variable = LAABESI 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -5.221215655

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.174405018       0.244697637  -4.79941     1.000000
14927 LABESI  ( -1)       0.747230634       0.053998298  13.83804    -5.216888
14925 PBESI   (  0)      -0.135636988       0.097405161  -1.39250     1.095511

SE of equation            =     0.188579236
Sum of squared residuals  =  6.47230736       0.475788298E-10
Average absolute error    =     0.136025028
Sum of ABS residuals      =  25.1646302    
R squared                 =   0.61523
Durbin-Watson statistic   =   2.25608
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!                   +           *      !!          .   .   .      0   !
 1967.1!                          +           *!          .   .   .      0   !
 1967.2!                            *    +    !!          0   .   .          !
 1967.3!                         +  *         !!          .   . 0 .          !
 1967.4!                         +  *         !!          .   .  0.          !
 1968.1!                       * +            !!          . 0 .   .          !
 1968.2!                     + *              !!          .   .0  .          !
 1968.3!                     +*               !!          .   .0  .          !
 1968.4!                     +                !!          .   0   .          !
 1969.1!                    +   *             !!          .   .   0          !
 1969.2!     *                +               !0          .   .   .          !
 1969.3!        +         *                   !!          .   .   .    0     !
 1969.4!                  +      *            !!          .   .   .  0       !
 1970.1!                       +    *         !!          .   .   0          !
 1970.2!                         +*           !!          .   .0  .          !
 1970.3!                 *      +             !!       0  .   .   .          !
 1970.4!                 +      *             !!          .   .   . 0        !
 1971.1!                      + *             !!          .   .0  .          !
 1971.2!                      +           *   !!          .   .   .     0    !
 1971.3!                      *       +       !!       0  .   .   .          !
 1971.4!                     +      *         !!          .   .   . 0        !
 1972.1!                       * +            !!          . 0 .   .          !
 1972.2!                     +*               !!          .   0   .          !
 1972.3!                    +                 !!          .   0   .          !
 1972.4!                   +  *               !!          .   .  0.          !
 1973.1!                 *   +                !!          0   .   .          !
 1973.2!                +     *               !!          .   .   .0         !
 1973.3!                   *+                 !!          .  0.   .          !
 1973.4!                  +   *               !!          .   .   0          !
 1974.1!                    +*                !!          .   .0  .          !
 1974.2!                    +    *            !!          .   .   .0         !
 1974.3!                     *+               !!          .  0.   .          !
 1974.4!              *    +                  !!         0.   .   .          !
 1975.1!              + *                     !!          .   . 0 .          !
 1975.2!             * +                      !!          . 0 .   .          !
 1975.3!    *        +                        !!      0   .   .   .          !
 1975.4!       +   *                          !!          .   .   0          !
 1976.1!            +    *                    !!          .   .   0          !
 1976.2!               *+                     !!          .  0.   .          !
 1976.3!        *     +                       !!        0 .   .   .          !
 1976.4!        +    *                        !!          .   .   0          !
 1977.1!            +                         !!          .   0   .          !
 1977.2!        *   +                         !!          .0  .   .          !
 1977.3!         +                            !!          .   0   .          !
 1977.4!         +    *                       !!          .   .   .0         !
 1978.1!             +                        !!          .   0   .          !
 1978.2!            +   *                     !!          .   .  0.          !
 1978.3!           *   +                      !!          0   .   .          !
 1978.4!           +    *                     !!          .   .   0          !
 1979.1!              +   *                   !!          .   .   0          !
 1979.2!                 +*                   !!          .   .0  .          !
 1979.3!              *  +                    !!          .0  .   .          !
 1979.4!              +       *               !!          .   .   .  0       !
 1980.1!                    +  *              !!          .   .  0.          !
 1980.2!                  * +                 !!          . 0 .   .          !
 1980.3!                + *                   !!          .   .0  .          !
 1980.4!                 +*                   !!          .   .0  .          !
 1981.1!                 +                    !!          .   0   .          !
 1981.2!             *  +                     !!          .0  .   .          !
 1981.3!             +*                       !!          .   .0  .          !
 1981.4!              + *                     !!          .   . 0 .          !
 1982.1!                + *                   !!          .   . 0 .          !
 1982.2!                 +   *                !!          .   .   0          !
 1982.3!              *     +                 !!         0.   .   .          !
 1982.4!              +  *                    !!          .   . 0 .          !
 1983.1!                 +*                   !!          .   .0  .          !
 1983.2!                  + *                 !!          .   . 0 .          !
 1983.3!                  *+                  !!          .  0.   .          !
 1983.4!                 *+                   !!          .  0.   .          !
 1984.1!                 +      *             !!          .   .   . 0        !
 1984.2!                      +               !!          .   0   .          !
 1984.3!                     + *              !!          .   . 0 .          !
 1984.4!                      +   *           !!          .   .   0          !
 1985.1!                        +             !!          .   0   .          !
 1985.2!                      *+              !!          .   0   .          !
 1985.3!                  *  +                !!          .0  .   .          !
 1985.4!                * +                   !!          . 0 .   .          !
 1986.1!             *  +                     !!          .0  .   .          !
 1986.2!            *+                        !!          .  0.   .          !
 1986.3!          * +                         !!          . 0 .   .          !
 1986.4!           +     *                    !!          .   .   . 0        !
 1987.1!                +                     !!          .   0   .          !
 1987.2!             *  +                     !!          . 0 .   .          !
 1987.3!          *   +                       !!          .0  .   .          !
 1987.4!           +   *                      !!          .   .   0          !
 1988.1!               +                      !!          .   0   .          !
 1988.2!               +*                     !!          .   .0  .          !
 1988.3!              * +                     !!          . 0 .   .          !
 1988.4!              +                       !!          .   0   .          !
 1989.1!              +                       !!          .   0   .          !
 1989.2!               +   *                  !!          .   .   0          !
 1989.3!              *   +                   !!          0   .   .          !
 1989.4!              +    *                  !!          .   .   0          !
 1990.1!                * +                   !!          . 0 .   .          !
 1990.2!              *+                      !!          . 0 .   .          !
 1990.3!              +*                      !!          .   .0  .          !
 1990.4!              *+                      !!          .  0.   .          !
 1991.1!              +                       !!          .   0   .          !
 1991.2!          *   +                       !!          0   .   .          !
 1991.3!           +*                         !!          .   0   .          !
 1991.4!            +*                        !!          .   .0  .          !
 1992.1!              +  *                    !!          .   .  0.          !
 1992.2!                +*                    !!          .   .0  .          !
 1992.3!               *+                     !!          .  0.   .          !
 1992.4!               +   *                  !!          .   .   0          !
 1993.1!                * +                   !!          . 0 .   .          !
 1993.2!                + *                   !!          .   . 0 .          !
 1993.3!                 +                    !!          .  0.   .          !
 1993.4!                +      *              !!          .   .   . 0        !
 1994.1!                     +*               !!          .   .0  .          !
 1994.2!                 *  +                 !!          .0  .   .          !
 1994.3!                +                     !!          .   0   .          !
 1994.4!                +    *                !!          .   .   .0         !
 1995.1!                 *  +                 !!          . 0 .   .          !
 1995.2!                *+                    !!          .  0.   .          !
 1995.3!               *+                     !!          .   0   .          !
 1995.4!              *+                      !!          .  0.   .          !
 1996.1!              *+                      !!          .  0.   .          !
 1996.2!          *   +                       !!          0   .   .          !
 1996.3!            +                         !!          .   0   .          !
 1996.4!             +  *                     !!          .   .  0.          !
 1997.1!                + *                   !!          .   . 0 .          !
 1997.2!                 *+                   !!          .  0.   .          !
 1997.3!                 +       *            !!          .   .   .   0      !
 1997.4!                 *     +              !!         0.   .   .          !
 1998.1!                 + *                  !!          .   . 0 .          !
 1998.2!                * +                   !!          . 0 .   .          !
 1998.3!              * +                     !!          . 0 .   .          !
 1998.4!              +                       !!          .   0   .          !
 1999.1!              +*                      !!          .   .0  .          !
 1999.2!              * +                     !!          . 0 .   .          !
 1999.3!              +                       !!          .   0   .          !
 1999.4!               +                      !!          .   .0  .          !
 2000.1!                +  *                  !!          .   .  0.          !
 2000.2!             *     +                  !!        0 .   .   .          !
 2000.3!             *+                       !!          .  0.   .          !
 2000.4!              *+                      !!          .   0   .          !
 2001.1!               +                      !!          .   0   .          !
 2001.2!            *   +                     !!          .0  .   .          !
 2001.3!              +  *                    !!          .   .  0.          !
 2001.4!               * +                    !!          . 0 .   .          !
 2002.1!                +                     !!          .   0   .          !
 2002.2!               *+                     !!          .  0.   .          !
 2002.3!               +                      !!          .  0.   .          !
 2002.4!               +                      !!          .   0   .          !
 2003.1!               + *                    !!          .   . 0 .          !
 2003.2!           *     +                    !!         0.   .   .          !
 2003.3!          * +                         !!          . 0 .   .          !
 2003.4!        *  +                          !!          .0  .   .          !
 2004.1!       * +                            !!          . 0 .   .          !
 2004.2!         +*                           !!          .   .0  .          !
 2004.3!       *   +                          !!          0   .   .          !
 2004.4!         +                            !!          .   0   .          !
 2005.1!      *   +                           !!          0   .   .          !
 2005.2!        +                             !!          .   0   .          !
 2005.3!          +                           !!          .   .0  .          !
 2005.4!    *      +                          !!        0 .   .   .          !
 2006.1!     * +                              !!          .  0.   .          !
 2006.2!     *  +                             !!          . 0 .   .          !
 2006.3!     * +                              !!          . 0 .   .          !
 2006.4!      *+                              !!          .  0.   .          !
 2007.1!    *   +                             !!          .0  .   .          !
 2007.2!  *   +                               !!          0   .   .          !
 2007.3!   * +                                !!          . 0 .   .          !
 2007.4!    *+                                !!          .  0.   .          !
 2008.1!*     +                               !!         0.   .   .          !
 2008.2!   +  *                               !!          .   .  0.          !
 2008.3!     *  +                             !!          .0  .   .          !
 2008.4!      *+                              !!          .   0   .          !
 2009.1!        +      *                      !!          .   .   . 0        !
 2009.2!             *+                       !!          .  0.   .          !
 2009.3!          *  +                        !!          .0  .   .          !
 2009.4!         *+                           !!          .  0.   .          !
 2010.1*          +                           !!    0     .   .   .          !
 2010.2! * +                                  !!          . 0 .   .          !
 2010.3!  * +                                 !!          . 0 .   .          !
 2010.4!    +*                                !!          .   0   .          !
 2011.1!       +*                             !!          .   .0  .          !
 2011.2!         +*                           !!          .   .0  .          !
 2011.3*           +                          !!   0      .   .   .          !
 2011.4!  +                                   !!          .   0   .          !
 2012.1!     +             *                  !!          .   .   .       0  !
 2012.2!          *      +                    !!       0  .   .   .          !
 2012.3!      *   +                           !!          0   .   .          !
 2012.4!    *   +                             !!          0   .   .          !


     23.24 percent of the residuals exceed 1 SE
      5.41 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDESI=DEPX$Q/SIPMM;                                                     
 GENR LAADESI=LOG(AADESI+.00001);                                             
 GENR LADESI=LOG(ADESI+.00001);                                               
 LHS AADESI=EXP(LAADESI)-.00001;                                              
  EQ 2752 LAADESI C LADESI(-1) PDESI;                                         
EQUATION 1507  LAADESI  
   RHS     C  LADESI(-1)  PDESI  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1507 PLOT=0;END;                                                     

Equation number = 1507
**********************

Dependent variable = LAADESI 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -5.921418009

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.384895047       0.380166430  -6.27329     1.000000
14930 LADESI  ( -1)       0.570650525       0.061261650   9.31497    -5.916345
14928 PDESI   (  0)      -0.140981396       0.172947053  -0.81517     1.137437

SE of equation            =     0.378175979
Sum of squared residuals  =  26.0291069      -0.447988313E-10
Average absolute error    =     0.265205133
Sum of ABS residuals      =  49.0629495    
R squared                 =   0.33918
Durbin-Watson statistic   =   2.31273
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!              +     *                 !!          .   .  0.          !
 1967.1!               +   *                  !!          .   . 0 .          !
 1967.2!               +  *                   !!          .   . 0 .          !
 1967.3!               +  *                   !!          .   . 0 .          !
 1967.4!               +              *       !!          .   .   .    0     !
 1968.1!                      +     *         !!          .   .  0.          !
 1968.2!                    +      *          !!          .   .   0          !
 1968.3!                    +     *           !!          .   .   0          !
 1968.4!                   +     *            !!          .   .  0.          !
 1969.1!                   +       *          !!          .   .   .0         !
 1969.2!                    +    *            !!          .   .  0.          !
 1969.3!           *       +                  !!         0.   .   .          !
 1969.4!           +          *               !!          .   .   . 0        !
 1970.1!                 +      *             !!          .   .   0          !
 1970.2!                   +   *              !!          .   . 0 .          !
 1970.3!                  +                   *!          .   .   .       0  !
 1970.4!                    *      +          !!          0   .   .          !
 1971.1!                 +   *                !!          .   . 0 .          !
 1971.2!                 +  *                 !!          .   . 0 .          !
 1971.3!                 + *                  !!          .   . 0 .          !
 1971.4!                +  *                  !!          .   . 0 .          !
 1972.1!                +                     !!          .   0   .          !
 1972.2!              +*                      !!          .   .0  .          !
 1972.3!             +                        !!          .   0   .          !
 1972.4!            +     *                   !!          .   .  0.          !
 1973.1!             * +                      !!          .  0.   .          !
 1973.2!  *         +                         !!        0 .   .   .          !
 1973.3!     +      *                         !!          .   .   0          !
 1973.4!           +  *                       !!          .   . 0 .          !
 1974.1!             +                    *   !!          .   .   .        0 !
 1974.2!                *       +             !!         0.   .   .          !
 1974.3!             +                *       !!          .   .   .     0    !
 1974.4!                *     +               !!          0   .   .          !
 1975.1!        *    +                        !!          .0  .   .          !
 1975.2!        +  *                          !!          .   . 0 .          !
 1975.3!          + *                         !!          .   .0  .          !
 1975.4!           +        *                 !!          .   .   .0         !
 1976.1!          *    +                      !!          .0  .   .          !
 1976.2!        *+                            !!          .  0.   .          !
 1976.3!     *   +                            !!          . 0 .   .          !
 1976.4!       +   *                          !!          .   . 0 .          !
 1977.1!          +                           !!          .   0   .          !
 1977.2!      *  +                            !!          . 0 .   .          !
 1977.3!     * +                              !!          .  0.   .          !
 1977.4!      +     *                         !!          .   .   0          !
 1978.1!   *      +                           !!          0   .   .          !
 1978.2!      +   *                           !!          .   .  0.          !
 1978.3!         + *                          !!          .   .0  .          !
 1978.4!         *+                           !!          .   0   .          !
 1979.1!         +  *                         !!          .   . 0 .          !
 1979.2!          *+                          !!          .   0   .          !
 1979.3!          +  *                        !!          .   . 0 .          !
 1979.4!        *  +                          !!          . 0 .   .          !
 1980.1!        *+                            !!          .  0.   .          !
 1980.2!      *  +                            !!          . 0 .   .          !
 1980.3!       +                              !!          .   0   .          !
 1980.4!       *+                             !!          .  0.   .          !
 1981.1!       *+                             !!          .  0.   .          !
 1981.2!    *   +                             !!          . 0 .   .          !
 1981.3!       +                              !!          .   0   .          !
 1981.4!        +  *                          !!          .   . 0 .          !
 1982.1!        *  +                          !!          . 0 .   .          !
 1982.2!       * +                            !!          .  0.   .          !
 1982.3!        +                             !!          .   0   .          !
 1982.4!        *+                            !!          .   0   .          !
 1983.1!         +                            !!          .   0   .          !
 1983.2!          +                           !!          .   0   .          !
 1983.3!           +                 *        !!          .   .   .      0   !
 1983.4!              *      +                !!         0.   .   .          !
 1984.1!             +*                       !!          .   .0  .          !
 1984.2!             +                        !!          .   0   .          !
 1984.3!          * +                         !!          .  0.   .          !
 1984.4!           +    *                     !!          .   .  0.          !
 1985.1!              +   *                   !!          .   .  0.          !
 1985.2!            *   +                     !!          . 0 .   .          !
 1985.3!            +*                        !!          .   0   .          !
 1985.4!            + *                       !!          .   .0  .          !
 1986.1!          *  +                        !!          . 0 .   .          !
 1986.2!        * +                           !!          .  0.   .          !
 1986.3!      *  +                            !!          . 0 .   .          !
 1986.4!        +*                            !!          .   .0  .          !
 1987.1!         +*                           !!          .   0   .          !
 1987.2!          +            *              !!          .   .   .   0      !
 1987.3!                 *+                   !!          .  0.   .          !
 1987.4!           *  +                       !!          . 0 .   .          !
 1988.1!           +                    *     !!          .   .   .        0 !
 1988.2!                       +  *           !!          .   . 0 .          !
 1988.3!      *             +                 !!      0   .   .   .          !
 1988.4!        + *                           !!          .   .0  .          !
 1989.1!          + *                         !!          .   .0  .          !
 1989.2!        *   +                         !!          . 0 .   .          !
 1989.3!    *    +                            !!          .0  .   .          !
 1989.4!       +  *                           !!          .   . 0 .          !
 1990.1!          +                           !!          .   0   .          !
 1990.2!    *     +                           !!          0   .   .          !
 1990.3!      +                               !!          .  0.   .          !
 1990.4!        +                             !!          .   0   .          !
 1991.1!    *    +                            !!          .0  .   .          !
 1991.2!    *  +                              !!          . 0 .   .          !
 1991.3!    *  +                              !!          . 0 .   .          !
 1991.4!      *+                              !!          .   0   .          !
 1992.1!      * +                             !!          .  0.   .          !
 1992.2!    *   +                             !!          . 0 .   .          !
 1992.3!       +                    *         !!          .   .   .        0 !
 1992.4!   *                +                 !!    0     .   .   .          !
 1993.1!     *+                               !!          .  0.   .          !
 1993.2!   *   +                              !!          .0  .   .          !
 1993.3!   *  +                               !!          . 0 .   .          !
 1993.4!     * +                              !!          .  0.   .          !
 1994.1!       + *                            !!          .   .0  .          !
 1994.2!      *   +                           !!          . 0 .   .          !
 1994.3!    *   +                             !!          . 0 .   .          !
 1994.4!       +    *                         !!          .   .  0.          !
 1995.1!       *    +                         !!          .0  .   .          !
 1995.2!      *  +                            !!          . 0 .   .          !
 1995.3!    *   +                             !!          . 0 .   .          !
 1995.4!       + *                            !!          .   .0  .          !
 1996.1!        * +                           !!          .  0.   .          !
 1996.2!        *+                            !!          .  0.   .          !
 1996.3!    *    +                            !!          .0  .   .          !
 1996.4!     * +                              !!          .  0.   .          !
 1997.1!   *    +                             !!          .0  .   .          !
 1997.2!   *   +                              !!          . 0 .   .          !
 1997.3!    * +                               !!          .  0.   .          !
 1997.4!    *  +                              !!          . 0 .   .          !
 1998.1!       +         *                    !!          .   .   . 0        !
 1998.2!              +  *                    !!          .   .0  .          !
 1998.3!              +   *                   !!          .   . 0 .          !
 1998.4!              +   *                   !!          .   . 0 .          !
 1999.1!               +         *            !!          .   .   . 0        !
 1999.2!            *      +                  !!          0   .   .          !
 1999.3!           +*                         !!          .   0   .          !
 1999.4!           +  *                       !!          .   . 0 .          !
 2000.1!       *     +                        !!          .0  .   .          !
 2000.2!   *     +                            !!          0   .   .          !
 2000.3!       +                              !!          .   0   .          !
 2000.4!     *   +                            !!          . 0 .   .          !
 2001.1!    *   +                             !!          . 0 .   .          !
 2001.2!       +  *                           !!          .   . 0 .          !
 2001.3!          *+                          !!          .  0.   .          !
 2001.4!    *     +                           !!          0   .   .          !
 2002.1!       +                              !!          .   0   .          !
 2002.2!     *   +                            !!          .0  .   .          !
 2002.3!      *+                              !!          .  0.   .          !
 2002.4!      * +                             !!          .  0.   .          !
 2003.1!        +*                            !!          .   0   .          !
 2003.2!          +*                          !!          .   .0  .          !
 2003.3!        *  +                          !!          . 0 .   .          !
 2003.4!         + *                          !!          .   .0  .          !
 2004.1!       *   +                          !!          . 0 .   .          !
 2004.2!      * +                             !!          . 0 .   .          !
 2004.3!  *     +                             !!          .0  .   .          !
 2004.4!      +      *                        !!          .   .   0          !
 2005.1! *          +                         !!        0 .   .   .          !
 2005.2!   * +                                !!          .  0.   .          !
 2005.3!      +  *                            !!          .   . 0 .          !
 2005.4!          +   *                       !!          .   .  0.          !
 2006.1! *          +                         !!       0  .   .   .          !
 2006.2!*    +                                !!          .0  .   .          !
 2006.3!     +     *                          !!          .   .   0          !
 2006.4!  *        +                          !!         0.   .   .          !
 2007.1!    * +                               !!          .  0.   .          !
 2007.2!     * +                              !!          .  0.   .          !
 2007.3!       +                              !!          .   0   .          !
 2007.4!  *     +                             !!          0   .   .          !
 2008.1!  *   +                               !!          . 0 .   .          !
 2008.2!  *   +                               !!          . 0 .   .          !
 2008.3!   * +                                !!          .  0.   .          !
 2008.4!   *  +                               !!          . 0 .   .          !
 2009.1!      + *                             !!          .   .0  .          !
 2009.2!         +                            !!          .   0   .          !
 2009.3!     *   +                            !!          . 0 .   .          !
 2009.4!       +                        *     !!          .   .   .          0
 2010.1!   *                   +              !!  0       .   .   .          !
 2010.2!   *  +                               !!          . 0 .   .          !
 2010.3! *     +                              !!          .0  .   .          !
 2010.4! *   +                                !!          . 0 .   .          !
 2011.1!     + *                              !!          .   .0  .          !
 2011.2!   *     +                            !!          0   .   .          !
 2011.3!*     +                               !!          .0  .   .          !
 2011.4*     +                                !!          .0  .   .          !
 2012.1! *  +                                 !!          . 0 .   .          !
 2012.2! *   +                                !!          . 0 .   .          !
 2012.3!*    +                                !!          .0  .   .          !
 2012.4!   * +                                !!          .  0.   .          !


     16.76 percent of the residuals exceed 1 SE
      6.49 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOSI=NOPX$Q/SIPMM;                                                     
 GENR LAANOSI=LOG(AANOSI+.00001);                                             
 GENR LANOSI=LOG(ANOSI+.00001);                                               
 LHS AANOSI=EXP(LAANOSI)-.00001;                                              
  EQ 2753 LAANOSI C LANOSI(-1) PNOSI;                                         
EQUATION 1508  LAANOSI  
   RHS     C  LANOSI(-1)  PNOSI  
 SMPL 1967.4 2012.4;                                                          
Sample period is now  1967.4 to  2012.4 Internally:    64 to   244
 OLS;EST 1508 PLOT=0;END;                                                     

Equation number = 1508
**********************

Dependent variable = LAANOSI 

 1967.4 -   2012.4,    0 missing obs.,  181 obs. used.

Mean of dependent variable       -5.595227885

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.468205422       0.367066593  -6.72414     1.000000
14933 LANOSI  ( -1)       0.496968292       0.064697248   7.68144    -5.592215
14931 PNOSI   (  0)      -0.360236480       0.180538995  -1.99534     0.965668

SE of equation            =     0.687346093
Sum of squared residuals  =  84.0951481       0.572342174E-11
Average absolute error    =     0.469996586
Sum of ABS residuals      =  85.0693820    
R squared                 =   0.29374
Durbin-Watson statistic   =   2.10432
SMPL and No. Obs.         = 1967.4   2012.4    181

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.4!                            + *       !!           .  .0 .           !
 1968.1!                            +       * !!           .  .  . 0         !
 1968.2!                            *  +      !!           .0 .  .           !
 1968.3!                            +         !!           .  0  .           !
 1968.4!                           +    *     !!           .  .  0           !
 1969.1!                              +       !!           .  0  .           !
 1969.2!                             +        !!           .  0  .           !
 1969.3!                            +         !!           .  0  .           !
 1969.4!                            +         !!           .  0  .           !
 1970.1!                            +       * !!           .  .  .  0        !
 1970.2!                               *+     !!           . 0.  .           !
 1970.3!                          *   +       !!           .0 .  .           !
 1970.4!                          *+          !!           . 0.  .           !
 1971.1!                          *+          !!           . 0.  .           !
 1971.2!                         * +          !!           . 0.  .           !
 1971.3!                         * +          !!           . 0.  .           !
 1971.4!                         * +          !!           . 0.  .           !
 1972.1!                           + *        !!           .  .0 .           !
 1972.2!                        *   +         !!           0  .  .           !
 1972.3!                          +           *!           .  .  .    0      !
 1972.4!                                 + *  !!           .  . 0.           !
 1973.1!                         *      +     !!          0.  .  .           !
 1973.2!                          +           !!           .  0  .           !
 1973.3!                          +     *     !!           .  .  .0          !
 1973.4!                             +        !!           .  0  .           !
 1974.1!                            +   *     !!           .  .  0           !
 1974.2!                              +*      !!           .  .0 .           !
 1974.3!                             + *      !!           .  .0 .           !
 1974.4!                *            +        !!     0     .  .  .           !
 1975.1!                     +          *     !!           .  .  .   0       !
 1975.2!                      *      +        !!          0.  .  .           !
 1975.3!                    *   +             !!           0  .  .           !
 1975.4!                       +         *    !!           .  .  .  0        !
 1976.1!                              +       !!           .  0  .           !
 1976.2!                         *  +         !!           .0 .  .           !
 1976.3!                      *   +           !!           .0 .  .           !
 1976.4!                       *+             !!           .  0  .           !
 1977.1!                        +  *          !!           .  . 0.           !
 1977.2!                          +    *      !!           .  .  0           !
 1977.3!                            +     *   !!           .  .  .0          !
 1977.4!                              +       !!           .  0  .           !
 1978.1!                          * +         !!           . 0.  .           !
 1978.2!                        * +           !!           . 0.  .           !
 1978.3!                         +   *        !!           .  .  0           !
 1978.4!                            +    *    !!           .  .  .0          !
 1979.1!                              +       *!           .  .  .  0        !
 1979.2!                           *    +     !!          0.  .  .           !
 1979.3!                        * +           !!           .0 .  .           !
 1979.4!                         +       *    !!           .  .  . 0         !
 1980.1!                  *          +        !!      0    .  .  .           !
 1980.2!                    *+                !!           . 0.  .           !
 1980.3!                    * +               !!           .0 .  .           !
 1980.4!                      +   *           !!           .  . 0.           !
 1981.1!                     *   +            !!           0  .  .           !
 1981.2!                       +*             !!           .  0  .           !
 1981.3!                        +  *          !!           .  . 0.           !
 1981.4!                          +*          !!           .  .0 .           !
 1982.1!                         *+           !!           . 0.  .           !
 1982.2!                         +   *        !!           .  .  0           !
 1982.3!                           +      *   !!           .  .  . 0         !
 1982.4!                      *       +       !!         0 .  .  .           !
 1983.1!                       *+             !!           . 0.  .           !
 1983.2!                    *   +             !!           0  .  .           !
 1983.3!                       + *            !!           .  .0 .           !
 1983.4!                         + *          !!           .  .0 .           !
 1984.1!                          + *         !!           .  .0 .           !
 1984.2!                           +          !!           .  0  .           !
 1984.3!                           +   *      !!           .  .  0           !
 1984.4!                         *  +         !!           .0 .  .           !
 1985.1!                          +   *       !!           .  .  0           !
 1985.2!                      *     +         !!          0.  .  .           !
 1985.3!                         +   *        !!           .  .  0           !
 1985.4!                            +      *  !!           .  .  . 0         !
 1986.1!                               + *    !!           .  .0 .           !
 1986.2!                              +  *    !!           .  . 0.           !
 1986.3!                              + *     !!           .  . 0.           !
 1986.4!                              +      *!!           .  .  . 0         !
 1987.1!                              * +     !!           . 0.  .           !
 1987.2!                             + *      !!           .  .0 .           !
 1987.3!                             +*       !!           .  .0 .           !
 1987.4!                          *  +        !!           .0 .  .           !
 1988.1!                      *   +           !!           0  .  .           !
 1988.2!                         +            !!           .  0  .           !
 1988.3!                         *+           !!           . 0.  .           !
 1988.4!                      *   +           !!           0  .  .           !
 1989.1!                      *  +            !!           .0 .  .           !
 1989.2!                         +*           !!           .  .0 .           !
 1989.3!                         * +          !!           . 0.  .           !
 1989.4!                        * +           !!           . 0.  .           !
 1990.1!                     *    +           !!           0  .  .           !
 1990.2!                        +   *         !!           .  .  0           !
 1990.3!                           +  *       !!           .  . 0.           !
 1990.4!                            + *       !!           .  .0 .           !
 1991.1!                           *+         !!           . 0.  .           !
 1991.2!                           +          !!           .  0  .           !
 1991.3!                           +          !!           .  0  .           !
 1991.4!                           +*         !!           .  .0 .           !
 1992.1!                         *  +         !!           .0 .  .           !
 1992.2!                         *+           !!           . 0.  .           !
 1992.3!                          +           !!           .  0  .           !
 1992.4!                         * +          !!           . 0.  .           !
 1993.1!                          +           !!           .  0  .           !
 1993.2!                        *  +          !!           .0 .  .           !
 1993.3!                          +           !!           .  0  .           !
 1993.4!                          *+          !!           .  0  .           !
 1994.1!                          *+          !!           . 0.  .           !
 1994.2!                         * +          !!           . 0.  .           !
 1994.3!                           +          !!           .  .0 .           !
 1994.4!                            +*        !!           .  .0 .           !
 1995.1!                            +         !!           .  0  .           !
 1995.2!                         *  +         !!           .0 .  .           !
 1995.3!                           +          !!           .  0  .           !
 1995.4!                            + *       !!           .  . 0.           !
 1996.1!                          *  +        !!           .0 .  .           !
 1996.2!                        *  +          !!           .0 .  .           !
 1996.3!                         *+           !!           . 0.  .           !
 1996.4!                        * +           !!           .0 .  .           !
 1997.1!                          +           !!           .  0  .           !
 1997.2!                           +*         !!           .  .0 .           !
 1997.3!                          * +         !!           . 0.  .           !
 1997.4!                         * +          !!           . 0.  .           !
 1998.1!                          *+          !!           . 0.  .           !
 1998.2!                          *+          !!           . 0.  .           !
 1998.3!                           + *        !!           .  .0 .           !
 1998.4!                            *+        !!           .  0  .           !
 1999.1!                           *+         !!           . 0.  .           !
 1999.2!                          * +         !!           . 0.  .           !
 1999.3!                       *   +          !!           .0 .  .           !
 1999.4!                          +*          !!           .  .0 .           !
 2000.1!                     *     +          !!          0.  .  .           !
 2000.2!                        +             !!           .  0  .           !
 2000.3!                          + *         !!           .  . 0.           !
 2000.4!                      *     +         !!          0.  .  .           !
 2001.1!                         +*           !!           .  .0 .           !
 2001.2!                           +          !!           .  0  .           !
 2001.3!                           +*         !!           .  0  .           !
 2001.4!                            +         !!           .  0  .           !
 2002.1!                            +*        !!           .  .0 .           !
 2002.2!                            +*        !!           .  0  .           !
 2002.3!                           *+         !!           .  0  .           !
 2002.4!                           +  *       !!           .  . 0.           !
 2003.1!                            +*        !!           .  0  .           !
 2003.2!                            +    *    !!           .  .  .0          !
 2003.3!                       *      +       !!         0 .  .  .           !
 2003.4!                         +          * !!           .  .  .   0       !
 2004.1!                       *        +     !!        0  .  .  .           !
 2004.2!                         + *          !!           .  .0 .           !
 2004.3!                           +*         !!           .  .0 .           !
 2004.4!                       *   +          !!           0  .  .           !
 2005.1!                       *+             !!           . 0.  .           !
 2005.2!                        +          *  !!           .  .  .   0       !
 2005.3!                       *      +       !!          0.  .  .           !
 2005.4!                      * +             !!           . 0.  .           !
 2006.1! *                      +             !0           .  .  .           !
 2006.2! *           +                        !!      0    .  .  .           !
 2006.3!  *          +                        !!       0   .  .  .           !
 2006.4*             +                        !!     0     .  .  .           !
 2007.1!            +             *           !!           .  .  .     0     !
 2007.2!                         +*           !!           .  .0 .           !
 2007.3!                         + *          !!           .  .0 .           !
 2007.4!                         +    *       !!           .  .  0           !
 2008.1!                         *+           !!           . 0.  .           !
 2008.2!                       +   *          !!           .  .  0           !
 2008.3!                        *+            !!           . 0.  .           !
 2008.4!                        +  *          !!           .  . 0.           !
 2009.1!                          + *         !!           .  .0 .           !
 2009.2!                          + *         !!           .  .0 .           !
 2009.3!                          +    *      !!           .  .  0           !
 2009.4!                            +*        !!           .  .0 .           !
 2010.1!                           + *        !!           .  .0 .           !
 2010.2!                           +*         !!           .  0  .           !
 2010.3!                          +*          !!           .  .0 .           !
 2010.4!                          +           !!           .  0  .           !
 2011.1!                         +  *         !!           .  . 0.           !
 2011.2!                        * +           !!           . 0.  .           !
 2011.3!                      * +             !!           . 0.  .           !
 2011.4!                       +*             !!           .  .0 .           !
 2012.1!                        +*            !!           .  .0 .           !
 2012.2!                        + *           !!           .  .0 .           !
 2012.3!                        +*            !!           .  0  .           !
 2012.4!                        + *           !!           .  .0 .           !


     19.89 percent of the residuals exceed 1 SE
      6.63 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWSI=SWPX$Q/SIPMM;                                                     
 GENR LAASWSI=LOG(AASWSI+.00001);                                             
 GENR LASWSI=LOG(ASWSI+.00001);                                               
 LHS AASWSI=EXP(LAASWSI)-.00001;                                              
  EQ 2754 LAASWSI C LASWSI(-1) PSWSI;                                         
EQUATION 1509  LAASWSI  
   RHS     C  LASWSI(-1)  PSWSI  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1509 PLOT=0;END;                                                     

Equation number = 1509
**********************

Dependent variable = LAASWSI 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -5.312261079

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.167590508       0.324824129  -6.67312     1.000000
14936 LASWSI  ( -1)       0.559653344       0.061748477   9.06344    -5.317033
14934 PSWSI   (  0)      -0.132611293       0.111895983  -1.18513     1.274215

SE of equation            =     0.286024065
Sum of squared residuals  =  14.8893773       0.864552874E-11
Average absolute error    =     0.203132171
Sum of ABS residuals      =  37.5794516    
R squared                 =   0.34195
Durbin-Watson statistic   =   2.19502
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!       + *                            !!           .  .0 .           !
 1967.1!          +                           !!           .  0  .           !
 1967.2!         *  +                         !!           .0 .  .           !
 1967.3!        *  +                          !!           .0 .  .           !
 1967.4!         * +                          !!           . 0.  .           !
 1968.1!     *     +                          !!           0  .  .           !
 1968.2!     *   +                            !!           .0 .  .           !
 1968.3!    *    +                            !!           0  .  .           !
 1968.4!   *    +                             !!           0  .  .           !
 1969.1!        +         *                   !!           .  .  .  0        !
 1969.2!                +      *              !!           .  .  .0          !
 1969.3!                   + *                !!           .  .0 .           !
 1969.4!            *     +                   !!           0  .  .           !
 1970.1!             +       *                !!           .  .  . 0         !
 1970.2!            *      +                  !!          0.  .  .           !
 1970.3!            * +                       !!           . 0.  .           !
 1970.4!              +   *                   !!           .  . 0.           !
 1971.1!                +*                    !!           .  .0 .           !
 1971.2!                +     *               !!           .  .  0           !
 1971.3!                   +     *            !!           .  .  .0          !
 1971.4!                     +   *            !!           .  .  0           !
 1972.1!                   * +                !!           . 0.  .           !
 1972.2!            *    +                    !!           0  .  .           !
 1972.3!           * +                        !!           . 0.  .           !
 1972.4!            +*                        !!           .  .0 .           !
 1973.1!              + *                     !!           .  .0 .           !
 1973.2*               +                      !!     0     .  .  .           !
 1973.3!     +   *                            !!           .  . 0.           !
 1973.4!           +                          !!           .  0  .           !
 1974.1!         *  +                         !!           .0 .  .           !
 1974.2!        *  +                          !!           .0 .  .           !
 1974.3!     *    +                           !!           0  .  .           !
 1974.4!        +      *                      !!           .  .  .0          !
 1975.1!      *       +                       !!          0.  .  .           !
 1975.2!        +                             !!           .  0  .           !
 1975.3!     *    +                           !!           0  .  .           !
 1975.4!        +  *                          !!           .  . 0.           !
 1976.1!       *    +                         !!           0  .  .           !
 1976.2!   *     +                            !!           0  .  .           !
 1976.3! *     +                              !!           0  .  .           !
 1976.4!    *+                                !!           . 0.  .           !
 1977.1!       +*                             !!           .  .0 .           !
 1977.2!    *    +                            !!           0  .  .           !
 1977.3!       +    *                         !!           .  .  0           !
 1977.4!         *  +                         !!           . 0.  .           !
 1978.1!           +        *                 !!           .  .  .  0        !
 1978.2!          *      +                    !!          0.  .  .           !
 1978.3!           + *                        !!           .  .0 .           !
 1978.4!           * +                        !!           . 0.  .           !
 1979.1!            + *                       !!           .  .0 .           !
 1979.2!            *+                        !!           . 0.  .           !
 1979.3!          * +                         !!           . 0.  .           !
 1979.4!           +                          *!           .  .  .           0
 1980.1!                        *  +          !!           .0 .  .           !
 1980.2!                   +       *          !!           .  .  .0          !
 1980.3!                    +         *       !!           .  .  . 0         !
 1980.4!                      +         *     !!           .  .  . 0         !
 1981.1!                       +  *           !!           .  . 0.           !
 1981.2!           *         +                !!         0 .  .  .           !
 1981.3!            +               *         !!           .  .  .     0     !
 1981.4!                     +         *      !!           .  .  . 0         !
 1982.1!          *            +              !!       0   .  .  .           !
 1982.2!            +      *                  !!           .  .  .0          !
 1982.3!                 +             *      !!           .  .  .    0      !
 1982.4!                     *  +             !!           . 0.  .           !
 1983.1!           *      +                   !!          0.  .  .           !
 1983.2!             +    *                   !!           .  .  0           !
 1983.3!                *+                    !!           .  0  .           !
 1983.4!               +      *               !!           .  .  .0          !
 1984.1!                  *+                  !!           . 0.  .           !
 1984.2!                *+                    !!           .  0  .           !
 1984.3!                +     *               !!           .  .  0           !
 1984.4!                   +                  !!           .  0  .           !
 1985.1!                 +   *                !!           .  . 0.           !
 1985.2!                   +                  !!           .  0  .           !
 1985.3!                 +       *            !!           .  .  . 0         !
 1985.4!                     +    *           !!           .  .  0           !
 1986.1!              *      +                !!          0.  .  .           !
 1986.2!              +     *                 !!           .  .  .0          !
 1986.3!                 + *                  !!           .  .0 .           !
 1986.4!                 + *                  !!           .  .0 .           !
 1987.1!                 +                *   !!           .  .  .      0    !
 1987.2!              *          +            !!        0  .  .  .           !
 1987.3!              +                       !!           .  0  .           !
 1987.4!              + *                     !!           .  .0 .           !
 1988.1!               + *                    !!           .  .0 .           !
 1988.2!                +                     !!           .  0  .           !
 1988.3!              *+                      !!           . 0.  .           !
 1988.4!              +  *                    !!           .  . 0.           !
 1989.1!                +   *                 !!           .  .  0           !
 1989.2!              *  +                    !!           .0 .  .           !
 1989.3!              + *                     !!           .  .0 .           !
 1989.4!               +   *                  !!           .  . 0.           !
 1990.1!              * +                     !!           . 0.  .           !
 1990.2!              +                       !!           .  0  .           !
 1990.3!           * +                        !!           . 0.  .           !
 1990.4!            +  *                      !!           .  . 0.           !
 1991.1!              +                       !!           .  0  .           !
 1991.2!             *+                       !!           .  0  .           !
 1991.3!            *+                        !!           . 0.  .           !
 1991.4!             +*                       !!           .  .0 .           !
 1992.1!             *+                       !!           . 0.  .           !
 1992.2!          *  +                        !!           .0 .  .           !
 1992.3!           + *                        !!           .  .0 .           !
 1992.4!         *   +                        !!           0  .  .           !
 1993.1!           +   *                      !!           .  . 0.           !
 1993.2!            *  +                      !!           .0 .  .           !
 1993.3!             +   *                    !!           .  . 0.           !
 1993.4!                +*                    !!           .  0  .           !
 1994.1!                +    *                !!           .  .  0           !
 1994.2!                  +*                  !!           .  0  .           !
 1994.3!             *   +                    !!           .0 .  .           !
 1994.4!              +  *                    !!           .  . 0.           !
 1995.1!              * +                     !!           . 0.  .           !
 1995.2!             *+                       !!           . 0.  .           !
 1995.3!          *  +                        !!           .0 .  .           !
 1995.4!            +                         !!           .  0  .           !
 1996.1!             +                        !!           .  0  .           !
 1996.2!             +                        !!           .  0  .           !
 1996.3!            *+                        !!           . 0.  .           !
 1996.4!             + *                      !!           .  . 0.           !
 1997.1!              *+                      !!           . 0.  .           !
 1997.2!              +    *                  !!           .  .  0           !
 1997.3!                 + *                  !!           .  .0 .           !
 1997.4!                 +                    !!           .  0  .           !
 1998.1!            *   +                     !!           .0 .  .           !
 1998.2!             +*                       !!           .  0  .           !
 1998.3!             *+                       !!           . 0.  .           !
 1998.4!             + *                      !!           .  .0 .           !
 1999.1!            * +                       !!           . 0.  .           !
 1999.2!             +                        !!           .  0  .           !
 1999.3!            * +                       !!           . 0.  .           !
 1999.4!             +                        !!           .  0  .           !
 2000.1!           *  +                       !!           . 0.  .           !
 2000.2!            *+                        !!           .  0  .           !
 2000.3!              +                       !!           .  0  .           !
 2000.4!              *+                      !!           .  0  .           !
 2001.1!             * +                      !!           . 0.  .           !
 2001.2!              + *                     !!           .  .0 .           !
 2001.3!              * +                     !!           . 0.  .           !
 2001.4!              + *                     !!           .  .0 .           !
 2002.1!             *  +                     !!           . 0.  .           !
 2002.2!              +*                      !!           .  0  .           !
 2002.3!              *+                      !!           .  0  .           !
 2002.4!               + *                    !!           .  .0 .           !
 2003.1!              * +                     !!           . 0.  .           !
 2003.2!              +  *                    !!           .  .0 .           !
 2003.3!                + *                   !!           .  .0 .           !
 2003.4!                 +                    !!           .  0  .           !
 2004.1!             *  +                     !!           .0 .  .           !
 2004.2!             + *                      !!           .  .0 .           !
 2004.3!           *   +                      !!           .0 .  .           !
 2004.4!           *+                         !!           . 0.  .           !
 2005.1!          * +                         !!           . 0.  .           !
 2005.2!          * +                         !!           . 0.  .           !
 2005.3!      *     +                         !!          0.  .  .           !
 2005.4!       *  +                           !!           . 0.  .           !
 2006.1!        *  +                          !!           . 0.  .           !
 2006.2!        *  +                          !!           . 0.  .           !
 2006.3!      *    +                          !!           0  .  .           !
 2006.4!         + *                          !!           .  .0 .           !
 2007.1!          * +                         !!           . 0.  .           !
 2007.2!          * +                         !!           . 0.  .           !
 2007.3!         *  +                         !!           .0 .  .           !
 2007.4!           +*                         !!           .  .0 .           !
 2008.1!          *  +                        !!           .0 .  .           !
 2008.2!            +                         !!           .  0  .           !
 2008.3!           * +                        !!           . 0.  .           !
 2008.4!         *   +                        !!           .0 .  .           !
 2009.1!           +*                         !!           .  0  .           !
 2009.2!           * +                        !!           . 0.  .           !
 2009.3!         *  +                         !!           .0 .  .           !
 2009.4!         * +                          !!           . 0.  .           !
 2010.1!      *    +                          !!           0  .  .           !
 2010.2!         *+                           !!           .  0  .           !
 2010.3!        *  +                          !!           .0 .  .           !
 2010.4!         * +                          !!           . 0.  .           !
 2011.1!         * +                          !!           . 0.  .           !
 2011.2!      *    +                          !!           0  .  .           !
 2011.3!          +   *                       !!           .  .  0           !
 2011.4!       *      +                       !!          0.  .  .           !
 2012.1!      *   +                           !!           .0 .  .           !
 2012.2!    *     +                           !!           0  .  .           !
 2012.3!  *     +                             !!          0.  .  .           !
 2012.4!        +           *                 !!           .  .  .   0       !


     24.32 percent of the residuals exceed 1 SE
      4.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGRSI=GRPX$Q/SIPMM;                                                     
 GENR LAAGRSI=LOG(AAGRSI+.00001);                                             
 GENR LAGRSI=LOG(AGRSI+.00001);                                               
 LHS AAGRSI=EXP(LAAGRSI)-.00001;                                              
  EQ 2755 LAAGRSI C LAGRSI(-1) PGRSI;                                         
EQUATION 1510  LAAGRSI  
   RHS     C  LAGRSI(-1)  PGRSI  
 SMPL 1976.1 2012.4;                                                          
Sample period is now  1976.1 to  2012.4 Internally:    97 to   244
 OLS;EST 1510 PLOT=0;END;                                                     

Equation number = 1510
**********************

Dependent variable = LAAGRSI 

 1976.1 -   2012.4,    0 missing obs.,  148 obs. used.

Mean of dependent variable       -8.182020480

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.617831318       0.633607841  -4.13163     1.000000
14939 LAGRSI  ( -1)       0.671663217       0.062305250  10.78020    -8.203915
14937 PGRSI   (  0)      -0.047044420       0.333328402  -0.14114     1.146181

SE of equation            =     0.725034725
Sum of squared residuals  =  76.2229260      -0.166924252E-10
Average absolute error    =     0.530503786
Sum of ABS residuals      =  78.5145603    
R squared                 =   0.44523
Durbin-Watson statistic   =   2.56018
SMPL and No. Obs.         = 1976.1   2012.4    148

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.1!          +                           !!          .   0   .          !
 1976.2!             +                        !!          .   0   .          !
 1976.3!          *   +                       !!          .0  .   .          !
 1976.4!            + *                       !!          .   .0  .          !
 1977.1!        *      +                      !!          0   .   .          !
 1977.2!           +                          !!          .   0   .          !
 1977.3!  *          +                        !!       0  .   .   .          !
 1977.4!       +    *                         !!          .   .  0.          !
 1978.1!          *   +                       !!          . 0 .   .          !
 1978.2!            +*                        !!          .   .0  .          !
 1978.3!         *     +                      !!          .0  .   .          !
 1978.4!        *   +                         !!          . 0 .   .          !
 1979.1!     *     +                          !!          0   .   .          !
 1979.2!     *   +                            !!          .0  .   .          !
 1979.3!         +                            !!          .   0   .          !
 1979.4!            +       *                 !!          .   .   . 0        !
 1980.1!      *            +                  !!     0    .   .   .          !
 1980.2!         +           *                !!          .   .   .  0       !
 1980.3!             *      +                 !!          0   .   .          !
 1980.4!              +  *                    !!          .   .0  .          !
 1981.1!   *             +                    !!     0    .   .   .          !
 1981.2!*       +                             !!         0.   .   .          !
 1981.3!  *   +                               !!          .0  .   .          !
 1981.4!       +       *                      !!          .   .   .0         !
 1982.1*                +                     !!   0      .   .   .          !
 1982.2!    *+                                !!          .  0.   .          !
 1982.3!        + *                           !!          .   .0  .          !
 1982.4!   *        +                         !!        0 .   .   .          !
 1983.1!       *+                             !!          .   0   .          !
 1983.2!      *   +                           !!          .0  .   .          !
 1983.3!         *+                           !!          .   0   .          !
 1983.4!            +                         !!          .   0   .          !
 1984.1!      *       +                       !!         0.   .   .          !
 1984.2!          +*                          !!          .   0   .          !
 1984.3!        *    +                        !!          .0  .   .          !
 1984.4!           + *                        !!          .   .0  .          !
 1985.1!       *      +                       !!          0   .   .          !
 1985.2!           +*                         !!          .   .0  .          !
 1985.3!              + *                     !!          .   . 0 .          !
 1985.4!       *         +                    !!        0 .   .   .          !
 1986.1!      *    +                          !!          .0  .   .          !
 1986.2!          + *                         !!          .   . 0 .          !
 1986.3!         *    +                       !!          .0  .   .          !
 1986.4!            +            *            !!          .   .   .   0      !
 1987.1!             *        +               !!        0 .   .   .          !
 1987.2!            *  +                      !!          . 0 .   .          !
 1987.3!             *+                       !!          .  0.   .          !
 1987.4!              +   *                   !!          .   . 0 .          !
 1988.1!        *         +                   !!        0 .   .   .          !
 1988.2!           + *                        !!          .   .0  .          !
 1988.3!               + *                    !!          .   .0  .          !
 1988.4!                *+                    !!          .  0.   .          !
 1989.1!                *+                    !!          .  0.   .          !
 1989.2!                + *                   !!          .   .0  .          !
 1989.3!                  +*                  !!          .   .0  .          !
 1989.4!                 *+                   !!          .  0.   .          !
 1990.1!                * +                   !!          .  0.   .          !
 1990.2!                +                     !!          .   0   .          !
 1990.3!                *+                    !!          .   0   .          !
 1990.4!             *   +                    !!          . 0 .   .          !
 1991.1!               + *                    !!          .   .0  .          !
 1991.2!                 +                    !!          .   0   .          !
 1991.3!                 +     *              !!          .   .   0          !
 1991.4!                     +  *             !!          .   . 0 .          !
 1992.1!                *     +               !!          0   .   .          !
 1992.2!             *   +                    !!          . 0 .   .          !
 1992.3!               + *                    !!          .   .0  .          !
 1992.4!                 +  *                 !!          .   . 0 .          !
 1993.1!              *    +                  !!          .0  .   .          !
 1993.2!              *+                      !!          .  0.   .          !
 1993.3!               +                      !!          .   0   .          !
 1993.4!                +                     !!          .   0   .          !
 1994.1!               *+                     !!          .  0.   .          !
 1994.2!             *  +                     !!          . 0 .   .          !
 1994.3!               +*                     !!          .   .0  .          !
 1994.4!                +      *              !!          .   .   0          !
 1995.1!                   * +                !!          .  0.   .          !
 1995.2!                 *+                   !!          .  0.   .          !
 1995.3!                 +                    !!          .   0   .          !
 1995.4!               * +                    !!          .  0.   .          !
 1996.1!                +*                    !!          .   .0  .          !
 1996.2!                *+                    !!          .  0.   .          !
 1996.3!                 +                    !!          .   0   .          !
 1996.4!                *+                    !!          .   0   .          !
 1997.1!                 + *                  !!          .   .0  .          !
 1997.2!                   +*                 !!          .   .0  .          !
 1997.3!                   +*                 !!          .   .0  .          !
 1997.4!                   +   *              !!          .   . 0 .          !
 1998.1!                *    +                !!          .0  .   .          !
 1998.2!                +                     !!          .   0   .          !
 1998.3!                +                     !!          .   0   .          !
 1998.4!               *+                     !!          .  0.   .          !
 1999.1!                +*                    !!          .   .0  .          !
 1999.2!                 +     *              !!          .   .   0          !
 1999.3!                     +    *           !!          .   .  0.          !
 1999.4!                 *      +             !!         0.   .   .          !
 2000.1!             *   +                    !!          .0  .   .          !
 2000.2!              +        *              !!          .   .   .0         !
 2000.3!               *     +                !!          0   .   .          !
 2000.4!                +*                    !!          .   .0  .          !
 2001.1!                *+                    !!          .   0   .          !
 2001.2!                 +                    !!          .   0   .          !
 2001.3!              *  +                    !!          . 0 .   .          !
 2001.4!               +     *                !!          .   .   0          !
 2002.1!                    +                 !!          .   0   .          !
 2002.2!                   +*                 !!          .   .0  .          !
 2002.3!                   + *                !!          .   .0  .          !
 2002.4!                    +        *        !!          .   .   . 0        !
 2003.1!                        *+            !!          .  0.   .          !
 2003.2!                      +    *          !!          .   .  0.          !
 2003.3!             *          +             !!       0  .   .   .          !
 2003.4!              +   *                   !!          .   . 0 .          !
 2004.1!                  +   *               !!          .   .  0.          !
 2004.2!                     +*               !!          .   .0  .          !
 2004.3!                     + *              !!          .   .0  .          !
 2004.4!                     +       *        !!          .   .   .0         !
 2005.1!          *              +            !!     0    .   .   .          !
 2005.2!             +                      * !!          .   .   .          0
 2005.3!                   *          +       !!       0  .   .   .          !
 2005.4!                   +   *              !!          .   .  0.          !
 2006.1!                     +   *            !!          .   .  0.          !
 2006.2!                       +    *         !!          .   .  0.          !
 2006.3!                   *    +             !!          .0  .   .          !
 2006.4!             *     +                  !!          0   .   .          !
 2007.1!              +      *                !!          .   .   .0         !
 2007.2!                  * +                 !!          .  0.   .          !
 2007.3!               *  +                   !!          . 0 .   .          !
 2007.4!                +          *          !!          .   .   .   0      !
 2008.1!                        +       *     !!          .   .   .0         !
 2008.2!                *          +          !!       0  .   .   .          !
 2008.3!                +     *               !!          .   .  0.          !
 2008.4!                    +                 !!          .   0   .          !
 2009.1!                   +   *              !!          .   .  0.          !
 2009.2!                     +    *           !!          .   .  0.          !
 2009.3!                       +  *           !!          .   . 0 .          !
 2009.4!                *      +              !!         0.   .   .          !
 2010.1!                +            *        !!          .   .   .   0      !
 2010.2!                         +  *         !!          .   . 0 .          !
 2010.3!                        *+            !!          .  0.   .          !
 2010.4!                      +          *    !!          .   .   .  0       !
 2011.1!                            +        *!!          .   .   . 0        !
 2011.2!                              +    *  !!          .   .  0.          !
 2011.3!                             +        *!          .   .   .0         !
 2011.4!                               + *    !!          .   . 0 .          !
 2012.1!                            +         *!          .   .   . 0        !
 2012.2!                               +*     !!          .   .0  .          !
 2012.3!                           +   *      !!          .   . 0 .          !
 2012.4!                          +      *    !!          .   .   0          !


     29.05 percent of the residuals exceed 1 SE
      4.73 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRSI=IRPX$Q/SIPMM;                                                     
 GENR LAAIRSI=LOG(AAIRSI+.00001);                                             
 GENR LAIRSI=LOG(AIRSI+.00001);                                               
 LHS AAIRSI=EXP(LAAIRSI)-.00001;                                              
  EQ 2756 LAAIRSI C LAIRSI(-1) PIRSI;                                         
EQUATION 1511  LAAIRSI  
   RHS     C  LAIRSI(-1)  PIRSI  
 SMPL 1976.3 2012.4;                                                          
Sample period is now  1976.3 to  2012.4 Internally:    99 to   244
 OLS;EST 1511 PLOT=0;END;                                                     

Equation number = 1511
**********************

Dependent variable = LAAIRSI 

 1976.3 -   2012.4,    0 missing obs.,  146 obs. used.

Mean of dependent variable       -6.372382035

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.259251032       0.159144199  -1.62903     1.000000
14942 LAIRSI  ( -1)       0.908210910       0.036587183  24.82320    -6.382039
14940 PIRSI   (  0)      -0.242471999       0.162646691  -1.49079     1.306927

SE of equation            =     0.272049109
Sum of squared residuals  =  10.5835326       0.335731443E-12
Average absolute error    =     0.200826116
Sum of ABS residuals      =  29.3206129    
R squared                 =   0.91626
Durbin-Watson statistic   =   2.46814
SMPL and No. Obs.         = 1976.3   2012.4    146

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.3!      *+                              !!          .   0   .          !
 1976.4!      *+                              !!          .  0.   .          !
 1977.1!     *+                               !!          . 0 .   .          !
 1977.2!    * +                               !!          . 0 .   .          !
 1977.3!     +     *                          !!          .   .   .   0      !
 1977.4!   *      +                           !!    0     .   .   .          !
 1978.1!   +                                  !!          .  0.   .          !
 1978.2!  *+                                  !!          . 0 .   .          !
 1978.3!   +    *                             !!          .   .   .   0      !
 1978.4!*       +                             !!  0       .   .   .          !
 1979.1! +      *                             !!          .   .   .    0     !
 1979.2!       *+                             !!          .  0.   .          !
 1979.3!        + *                           !!          .   .  0.          !
 1979.4!     *    +                           !!      0   .   .   .          !
 1980.1!    * +                               !!          .0  .   .          !
 1980.2!    +                                 !!          .   0   .          !
 1980.3!     +       *                        !!          .   .   .       0  !
 1980.4!         *    +                       !!       0  .   .   .          !
 1981.1*          +                           !0          .   .   .          !
 1981.2! +  *                                 !!          .   .   0          !
 1981.3!     +  *                             !!          .   .   .0         !
 1981.4!       *+                             !!          . 0 .   .          !
 1982.1!    *   +                             !!        0 .   .   .          !
 1982.2!    + *                               !!          .   . 0 .          !
 1982.3!       + *                            !!          .   .  0.          !
 1982.4!         + *                          !!          .   .  0.          !
 1983.1!            +  *                      !!          .   .   .0         !
 1983.2!              * +                     !!          . 0 .   .          !
 1983.3!             * +                      !!          .0  .   .          !
 1983.4!          *  +                        !!         0.   .   .          !
 1984.1!        *  +                          !!         0.   .   .          !
 1984.2!         +   *                        !!          .   .   .0         !
 1984.3!             *+                       !!          . 0 .   .          !
 1984.4!            * +                       !!          . 0 .   .          !
 1985.1!              +*                      !!          .   .0  .          !
 1985.2!                +                     !!          .   .0  .          !
 1985.3!        *        +                    !! 0        .   .   .          !
 1985.4!         +*                           !!          .   . 0 .          !
 1986.1!            +*                        !!          .   . 0 .          !
 1986.2!             +                        !!          .   0   .          !
 1986.3!           * +                        !!          .0  .   .          !
 1986.4!            +*                        !!          .   .  0.          !
 1987.1!            * +                       !!          . 0 .   .          !
 1987.2!           * +                        !!          .0  .   .          !
 1987.3!            +   *                     !!          .   .   .  0       !
 1987.4!                +*                    !!          .   . 0 .          !
 1988.1!                  +                   !!          .   .0  .          !
 1988.2!                   +*                 !!          .   . 0 .          !
 1988.3!                  * +                 !!          0   .   .          !
 1988.4!                  + *                 !!          .   .   0          !
 1989.1!               *    +                 !!       0  .   .   .          !
 1989.2!               *+                     !!          . 0 .   .          !
 1989.3!               +                      !!          .   0   .          !
 1989.4!                +    *                !!          .   .   .  0       !
 1990.1!                   * +                !!          .0  .   .          !
 1990.2!                 * +                  !!          .0  .   .          !
 1990.3!                +  *                  !!          .   .  0.          !
 1990.4!                   +*                 !!          .   .0  .          !
 1991.1!                    +                 !!          .   0   .          !
 1991.2!                  * +                 !!          .0  .   .          !
 1991.3!                  +                   !!          .  0.   .          !
 1991.4!              *   +                   !!         0.   .   .          !
 1992.1!               +*                     !!          .   .0  .          !
 1992.2!                + *                   !!          .   . 0 .          !
 1992.3!               *  +                   !!          0   .   .          !
 1992.4!                +*                    !!          .   . 0 .          !
 1993.1!                  +                   !!          .   .0  .          !
 1993.2!                   +  *               !!          .   .   0          !
 1993.3!                     *+               !!          .  0.   .          !
 1993.4!                     *+               !!          .  0.   .          !
 1994.1!                     +  *             !!          .   .   0          !
 1994.2!                    *   +             !!         0.   .   .          !
 1994.3!                     +*               !!          .   . 0 .          !
 1994.4!                      +  *            !!          .   .  0.          !
 1995.1!                        *+            !!          .   0   .          !
 1995.2!                        +*            !!          .   .0  .          !
 1995.3!                         +            !!          .   0   .          !
 1995.4!                      *  +            !!         0.   .   .          !
 1996.1!                    * +               !!          . 0 .   .          !
 1996.2!                     +  *             !!          .   .   .0         !
 1996.3!                        +*            !!          .   . 0 .          !
 1996.4!                         +            !!          .   0   .          !
 1997.1!                         +            !!          .   0   .          !
 1997.2!                         +*           !!          .   . 0 .          !
 1997.3!                          +           !!          .   0   .          !
 1997.4!                        *+            !!          . 0 .   .          !
 1998.1!                        + *           !!          .   . 0 .          !
 1998.2!                         +   *        !!          .   .   .0         !
 1998.3!                            +    *    !!          .   .   .  0       !
 1998.4!                               *+     !!          .  0.   .          !
 1999.1!                              + *     !!          .   . 0 .          !
 1999.2!                               + *    !!          .   . 0 .          !
 1999.3!                               *+     !!          .  0.   .          !
 1999.4!                               +      !!          .   .0  .          !
 2000.1!                             * +      !!          . 0 .   .          !
 2000.2!                             +  *     !!          .   .  0.          !
 2000.3!                              *+      !!          . 0 .   .          !
 2000.4!                              +*      !!          .   .0  .          !
 2001.1!                              + *     !!          .   . 0 .          !
 2001.2!                               + *    !!          .   . 0 .          !
 2001.3!                                + *   !!          .   . 0 .          !
 2001.4!                                 + *  !!          .   .  0.          !
 2002.1!                                  +*  !!          .   . 0 .          !
 2002.2!                                   +  !!          .   .0  .          !
 2002.3!                                  +   !!          .   0   .          !
 2002.4!                                 + *  !!          .   .  0.          !
 2003.1!                                  + * !!          .   .   0          !
 2003.2!                                   +  !!          .   0   .          !
 2003.3!                                  +   !!          .   0   .          !
 2003.4!                                 + *  !!          .   .  0.          !
 2004.1!                                  +   *!          .   .   .0         !
 2004.2!                                  *  +!!          0   .   .          !
 2004.3!                                 +  * !!          .   .   0          !
 2004.4!                                   + *!!          .   .  0.          !
 2005.1!                                  * + !!          . 0 .   .          !
 2005.2!                                * +   !!          . 0 .   .          !
 2005.3!                                +     *!          .   .   .   0      !
 2005.4!                              *      +!!     0    .   .   .          !
 2006.1!                              +       !!          .   0   .          !
 2006.2!                              +  *    !!          .   .   0          !
 2006.3!                              * +     !!          0   .   .          !
 2006.4!                             +*       !!          .   .0  .          !
 2007.1!                             *+       !!          .  0.   .          !
 2007.2!                            *+        !!          .  0.   .          !
 2007.3!                           *+         !!          .   0   .          !
 2007.4!                           +          !!          .   0   .          !
 2008.1!                           + *        !!          .   .  0.          !
 2008.2!                           * +        !!          .0  .   .          !
 2008.3!                           + *        !!          .   .  0.          !
 2008.4!                           * +        !!          .0  .   .          !
 2009.1!                           + *        !!          .   . 0 .          !
 2009.2!                         *   +        !!         0.   .   .          !
 2009.3!                         +   *        !!          .   .   . 0        !
 2009.4!                            *+        !!          . 0 .   .          !
 2010.1!                         *  +         !!         0.   .   .          !
 2010.2!                         +            !!          .  0.   .          !
 2010.3!                         +  *         !!          .   .   0          !
 2010.4!                          * +         !!          .0  .   .          !
 2011.1!                          *+          !!          .  0.   .          !
 2011.2!                         *+           !!          .  0.   .          !
 2011.3!                          +           !!          .   0   .          !
 2011.4!                         *+           !!          .  0.   .          !
 2012.1!                         *+           !!          .  0.   .          !
 2012.2!                        * +           !!          . 0 .   .          !
 2012.3!                        *+            !!          .  0.   .          !
 2012.4!                     *   +            !!         0.   .   .          !


     23.97 percent of the residuals exceed 1 SE
      6.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOSI=POPX$Q/SIPMM;                                                     
 GENR LAAPOSI=LOG(AAPOSI+.00001);                                             
 GENR LAPOSI=LOG(APOSI+.00001);                                               
 LHS AAPOSI=EXP(LAAPOSI)-.00001;                                              
  EQ 2757 LAAPOSI C LAPOSI(-1) PPOSI;                                         
EQUATION 1512  LAAPOSI  
   RHS     C  LAPOSI(-1)  PPOSI  
 SMPL 1979.2 2012.4;                                                          
Sample period is now  1979.2 to  2012.4 Internally:   110 to   244
 OLS;EST 1512 PLOT=0;END;                                                     

Equation number = 1512
**********************

Dependent variable = LAAPOSI 

 1979.2 -   2012.4,    0 missing obs.,  135 obs. used.

Mean of dependent variable       -7.572399782

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.239003753       0.329267038  -0.72587     1.000000
14945 LAPOSI  ( -1)       0.894950762       0.038274593  23.38237    -7.571676
14943 PPOSI   (  0)      -0.433929478       0.282087732  -1.53828     1.283892

SE of equation            =     0.389655856
Sum of squared residuals  =  20.0417826       0.644995168E-11
Average absolute error    =     0.278177003
Sum of ABS residuals      =  37.5538954    
R squared                 =   0.85781
Durbin-Watson statistic   =   2.30563
SMPL and No. Obs.         = 1979.2   2012.4    135

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.2!       +                              !!           .  0  .           !
 1979.3!      *+                              !!           . 0.  .           !
 1979.4!     *+                               !!           . 0.  .           !
 1980.1!     *+                               !!           . 0.  .           !
 1980.2!   * +                                !!           .0 .  .           !
 1980.3!   +  *                               !!           .  .  0           !
 1980.4!     *+                               !!           . 0.  .           !
 1981.1!   * +                                !!           .0 .  .           !
 1981.2!   +*                                 !!           .  .0 .           !
 1981.3!   +                                  !!           .  0  .           !
 1981.4!  *+                                  !!           . 0.  .           !
 1982.1!* +                                   !!           .0 .  .           !
 1982.2!+ *                                   !!           .  . 0.           !
 1982.3!  +                                   !!           .  0  .           !
 1982.4! + *                                  !!           .  . 0.           !
 1983.1*   +                                  !!           0  .  .           !
 1983.2+   *                                  !!           .  .  .0          !
 1983.3!   +*                                 !!           .  .0 .           !
 1983.4!    + *                               !!           .  . 0.           !
 1984.1!      +         *                     !!           .  .  .     0     !
 1984.2!     *         +                      !!      0    .  .  .           !
 1984.3!      +       *                       !!           .  .  .   0       !
 1984.4!         *   +                        !!           0  .  .           !
 1985.1!    *    +                            !!         0 .  .  .           !
 1985.2!    +   *                             !!           .  .  0           !
 1985.3!      * +                             !!           .0 .  .           !
 1985.4!     *+                               !!           .0 .  .           !
 1986.1!    * +                               !!           . 0.  .           !
 1986.2!   *+                                 !!           .  0  .           !
 1986.3!   +*                                 !!           .  .0 .           !
 1986.4!    +  *                              !!           .  .  0           !
 1987.1!       +                              !!           .  0  .           !
 1987.2!       +*                             !!           .  .0 .           !
 1987.3!   *     +                            !!         0 .  .  .           !
 1987.4!    +*                                !!           .  .0 .           !
 1988.1! *    +                               !!          0.  .  .           !
 1988.2!   +  *                               !!           .  .  0           !
 1988.3!       +                              !!           .  0  .           !
 1988.4!       + *                            !!           .  . 0.           !
 1989.1!   *     +                            !!        0  .  .  .           !
 1989.2!    + *                               !!           .  . 0.           !
 1989.3!   *   +                              !!          0.  .  .           !
 1989.4!    + *                               !!           .  . 0.           !
 1990.1!       +  *                           !!           .  . 0.           !
 1990.2!      *   +                           !!          0.  .  .           !
 1990.3!       + *                            !!           .  . 0.           !
 1990.4!          +   *                       !!           .  .  0           !
 1991.1!           *  +                       !!           0  .  .           !
 1991.2!           +                          !!           .  0  .           !
 1991.3!     *     +                          !!        0  .  .  .           !
 1991.4!      +   *                           !!           .  .  .0          !
 1992.1!        * +                           !!           .0 .  .           !
 1992.2!       * +                            !!           .0 .  .           !
 1992.3!        +                             !!           .  0  .           !
 1992.4!        *+                            !!           .  0  .           !
 1993.1!     *   +                            !!           0  .  .           !
 1993.2!       +                              !!           .  .0 .           !
 1993.3!        +*                            !!           .  .0 .           !
 1993.4!      *  +                            !!           0  .  .           !
 1994.1!      *+                              !!           . 0.  .           !
 1994.2!     * +                              !!           . 0.  .           !
 1994.3!       + *                            !!           .  . 0.           !
 1994.4!        * +                           !!           .0 .  .           !
 1995.1!         +        *                   !!           .  .  .   0       !
 1995.2!          *       +                   !!       0   .  .  .           !
 1995.3!           +*                         !!           .  .0 .           !
 1995.4!             +        *               !!           .  .  .     0     !
 1996.1!                      +               !!           .  0  .           !
 1996.2!                    * +               !!           . 0.  .           !
 1996.3!                    +*                !!           .  .0 .           !
 1996.4!               *     +                !!         0 .  .  .           !
 1997.1!               +                      !!           .  0  .           !
 1997.2!               +   *                  !!           .  .  0           !
 1997.3!                 *+                   !!           . 0.  .           !
 1997.4!              *  +                    !!           .0 .  .           !
 1998.1!              +*                      !!           .  .0 .           !
 1998.2!            * +                       !!           .0 .  .           !
 1998.3!            +                         !!           .  0  .           !
 1998.4!            +*                        !!           .  0  .           !
 1999.1!    *        +                        !!      0    .  .  .           !
 1999.2!     +*                               !!           .  .0 .           !
 1999.3!     * +                              !!           . 0.  .           !
 1999.4!      +  *                            !!           .  . 0.           !
 2000.1!         + *                          !!           .  .0 .           !
 2000.2!           + *                        !!           .  .0 .           !
 2000.3!             +    *                   !!           .  .  . 0         !
 2000.4!                  +                   !!           .  0  .           !
 2001.1!                *+                    !!           . 0.  .           !
 2001.2!             *  +                     !!           .0 .  .           !
 2001.3!          *  +                        !!           0  .  .           !
 2001.4!           +        *                 !!           .  .  .     0     !
 2002.1!                 * +                  !!           .0 .  .           !
 2002.2!                 +                    !!           .  .0 .           !
 2002.3!                 +    *               !!           .  .  .0          !
 2002.4!                     +                !!           .  0  .           !
 2003.1!                    +      *          !!           .  .  .  0        !
 2003.2!                          +           !!           .  .0 .           !
 2003.3!                         +  *         !!           .  . 0.           !
 2003.4!                           +          !!           .  .0 .           !
 2004.1!                          +  *        !!           .  . 0.           !
 2004.2!                           +*         !!           .  .0 .           !
 2004.3!                          *+          !!           .0 .  .           !
 2004.4!                         +            !!           .  0  .           !
 2005.1!                        +     *       !!           .  .  . 0         !
 2005.2!                            + *       !!           .  . 0.           !
 2005.3!                             +*       !!           .  .0 .           !
 2005.4!                             + *      !!           .  . 0.           !
 2006.1!                             +  *     !!           .  .  0           !
 2006.2!                               +*     !!           .  .0 .           !
 2006.3!                               +      *!           .  .  .   0       !
 2006.4!                                   *+ !!           .  0  .           !
 2007.1!                               *  +   !!           .0 .  .           !
 2007.2!                              +   *   !!           .  .  .0          !
 2007.3!                                +    *!!           .  .  .0          !
 2007.4!                                   +  !!           .  0  .           !
 2008.1!                                  + * !!           .  . 0.           !
 2008.2!                                  +*  !!           .  .0 .           !
 2008.3!                                 +  * !!           .  . 0.           !
 2008.4!                                  + * !!           .  . 0.           !
 2009.1!                        *         +   !!     0     .  .  .           !
 2009.2!       *               +              !0           .  .  .           !
 2009.3!        +*                            !!           .  .0 .           !
 2009.4!    *     +                           !!         0 .  .  .           !
 2010.1!      +*                              !!           .  .0 .           !
 2010.2!       *+                             !!           . 0.  .           !
 2010.3!      * +                             !!           .0 .  .           !
 2010.4!       +  *                           !!           .  . 0.           !
 2011.1!        *  +                          !!           .0 .  .           !
 2011.2!         +  *                         !!           .  . 0.           !
 2011.3!            *+                        !!           . 0.  .           !
 2011.4!           * +                        !!           .0 .  .           !
 2012.1!      *    +                          !!          0.  .  .           !
 2012.2!     *  +                             !!           .0 .  .           !
 2012.3!      +*                              !!           .  .0 .           !
 2012.4!      * +                             !!           . 0.  .           !


     22.22 percent of the residuals exceed 1 SE
      7.41 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPSI=SPPX$Q/SIPMM;                                                     
 GENR LAASPSI=LOG(AASPSI+.00001);                                             
 GENR LASPSI=LOG(ASPSI+.00001);                                               
 LHS AASPSI=EXP(LAASPSI)-.00001;                                              
  EQ 2758 LAASPSI C LASPSI(-1) PSPSI;                                         
EQUATION 1513  LAASPSI  
   RHS     C  LASPSI(-1)  PSPSI  
 SMPL 1973.2 2012.4;                                                          
Sample period is now  1973.2 to  2012.4 Internally:    86 to   244
 OLS;EST 1513 PLOT=0;END;                                                     

Equation number = 1513
**********************

Dependent variable = LAASPSI 

 1973.2 -   2012.4,    0 missing obs.,  159 obs. used.

Mean of dependent variable       -6.115609419

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.203455785       0.307454345  -7.16677     1.000000
14948 LASPSI  ( -1)       0.320019372       0.077413187   4.13391    -6.126457
14946 PSPSI   (  0)      -1.559075291       0.232962399  -6.69239     1.251748

SE of equation            =     0.363415362
Sum of squared residuals  =  20.6030332      -0.127950983E-10
Average absolute error    =     0.257754173
Sum of ABS residuals      =  40.9829136    
R squared                 =   0.63424
Durbin-Watson statistic   =   2.23189
SMPL and No. Obs.         = 1973.2   2012.4    159

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.2!   *   +                              !!          .0  .   .          !
 1973.3!  *  +                                !!          . 0 .   .          !
 1973.4! *   +                                !!          .0  .   .          !
 1974.1! *     +                              !!          0   .   .          !
 1974.2!        *+                            !!          .  0.   .          !
 1974.3!        *+                            !!          .  0.   .          !
 1974.4!       +                              !!          .   0   .          !
 1975.1!        +    *                        !!          .   .   0          !
 1975.2*        +                             !!       0  .   .   .          !
 1975.3!     +        *                       !!          .   .   . 0        !
 1975.4!        *  +                          !!          . 0 .   .          !
 1976.1!        *   +                         !!          .0  .   .          !
 1976.2!       * +                            !!          .  0.   .          !
 1976.3!         +   *                        !!          .   .  0.          !
 1976.4!       *  +                           !!          . 0 .   .          !
 1977.1!       *+                             !!          .  0.   .          !
 1977.2!      +                               !!          .  0.   .          !
 1977.3!      *   +                           !!          .0  .   .          !
 1977.4!       +  *                           !!          .   . 0 .          !
 1978.1!          +                           !!          .   0   .          !
 1978.2!    *       +                         !!        0 .   .   .          !
 1978.3!         +    *                       !!          .   .   0          !
 1978.4!          *+                          !!          .  0.   .          !
 1979.1!         +*                           !!          .   .0  .          !
 1979.2!         +    *                       !!          .   .   0          !
 1979.3!          *   +                       !!          .0  .   .          !
 1979.4!         * +                          !!          . 0 .   .          !
 1980.1!     *      +                         !!         0.   .   .          !
 1980.2!         +   *                        !!          .   .  0.          !
 1980.3!           +                          !!          .   0   .          !
 1980.4!             +                *       !!          .   .   .       0  !
 1981.1!       *             +                !!    0     .   .   .          !
 1981.2!             +     *                  !!          .   .   .0         !
 1981.3!           *    +                     !!          .0  .   .          !
 1981.4!          *     +                     !!          0   .   .          !
 1982.1!                +                     !!          .   0   .          !
 1982.2!                +*                    !!          .   .0  .          !
 1982.3!             *     +                  !!         0.   .   .          !
 1982.4!               * +                    !!          . 0 .   .          !
 1983.1!           *        +                 !!       0  .   .   .          !
 1983.2!                 * +                  !!          . 0 .   .          !
 1983.3!                       +              !!          .   0   .          !
 1983.4!                    *  +              !!          . 0 .   .          !
 1984.1!                       +  *           !!          .   . 0 .          !
 1984.2!                   *      +           !!         0.   .   .          !
 1984.3!                 *       +            !!        0 .   .   .          !
 1984.4!                      *+              !!          .  0.   .          !
 1985.1!                      *    +          !!          0   .   .          !
 1985.2!                   *      +           !!         0.   .   .          !
 1985.3!                      *  +            !!          . 0 .   .          !
 1985.4!                      *  +            !!          . 0 .   .          !
 1986.1!            *            +            !!    0     .   .   .          !
 1986.2!                + *                   !!          .   . 0 .          !
 1986.3!               * +                    !!          . 0 .   .          !
 1986.4!                  +                   !!          .   0   .          !
 1987.1!                   +                  !!          .   0   .          !
 1987.2!               *    +                 !!          .0  .   .          !
 1987.3!             *     +                  !!          0   .   .          !
 1987.4!                +                     !!          .   0   .          !
 1988.1!                  +   *               !!          .   .  0.          !
 1988.2!                   *+                 !!          .  0.   .          !
 1988.3!                    +*                !!          .   .0  .          !
 1988.4!                   +*                 !!          .   0   .          !
 1989.1!                  *+                  !!          .  0.   .          !
 1989.2!                   +                  !!          .   0   .          !
 1989.3!             *     +                  !!         0.   .   .          !
 1989.4!               *+                     !!          .  0.   .          !
 1990.1!                 +   *                !!          .   .  0.          !
 1990.2!                 + *                  !!          .   . 0 .          !
 1990.3!              +     *                 !!          .   .   0          !
 1990.4!                 +  *                 !!          .   . 0 .          !
 1991.1!                 +*                   !!          .   0   .          !
 1991.2!                 +*                   !!          .   .0  .          !
 1991.3!                 * +                  !!          .  0.   .          !
 1991.4!                + *                   !!          .   . 0 .          !
 1992.1!                * +                   !!          .  0.   .          !
 1992.2!                +    *                !!          .   .  0.          !
 1992.3!                *+                    !!          .   0   .          !
 1992.4!                  +           *       !!          .   .   .    0     !
 1993.1!                       +  *           !!          .   . 0 .          !
 1993.2!                        + *           !!          .   .0  .          !
 1993.3!                         +            !!          .   0   .          !
 1993.4!                        +  *          !!          .   . 0 .          !
 1994.1!                         *+           !!          .  0.   .          !
 1994.2!                        +   *         !!          .   . 0 .          !
 1994.3!                          +*          !!          .   .0  .          !
 1994.4!                         + *          !!          .   .0  .          !
 1995.1!                          +  *        !!          .   . 0 .          !
 1995.2!                          + *         !!          .   . 0 .          !
 1995.3!                          +*          !!          .   .0  .          !
 1995.4!                         +  *         !!          .   .  0.          !
 1996.1!                          + *         !!          .   . 0 .          !
 1996.2!                        +      *      !!          .   .   .0         !
 1996.3!                         +   *        !!          .   .  0.          !
 1996.4!                        +  *          !!          .   . 0 .          !
 1997.1!                         +  *         !!          .   . 0 .          !
 1997.2!                         +   *        !!          .   .  0.          !
 1997.3!                          +   *       !!          .   .  0.          !
 1997.4!                         +   *        !!          .   .  0.          !
 1998.1!                         +  *         !!          .   . 0 .          !
 1998.2!                        + *           !!          .   . 0 .          !
 1998.3!                       +   *          !!          .   .  0.          !
 1998.4!                       +    *         !!          .   .   0          !
 1999.1!                         +   *        !!          .   .  0.          !
 1999.2!                          + *         !!          .   . 0 .          !
 1999.3!                        * +           !!          .  0.   .          !
 1999.4!                         +  *         !!          .   . 0 .          !
 2000.1!                           +*         !!          .   .0  .          !
 2000.2!                            +*        !!          .   0   .          !
 2000.3!                             +        !!          .   0   .          !
 2000.4!                             +*       !!          .   .0  .          !
 2001.1!                            +         !!          .   0   .          !
 2001.2!                            +         !!          .   0   .          !
 2001.3!                            +*        !!          .   0   .          !
 2001.4!                         *  +         !!          . 0 .   .          !
 2002.1!                           +     *    !!          .   .   .0         !
 2002.2!                         *   +        !!          .0  .   .          !
 2002.3!                       *  +           !!          . 0 .   .          !
 2002.4!                         +       *    !!          .   .   . 0        !
 2003.1!                          *+          !!          .   0   .          !
 2003.2!                     *  +             !!          . 0 .   .          !
 2003.3!                     *+               !!          .  0.   .          !
 2003.4!                   *  +               !!          . 0 .   .          !
 2004.1!                    *+                !!          .  0.   .          !
 2004.2!                   *  +               !!          . 0 .   .          !
 2004.3!                   *  +               !!          . 0 .   .          !
 2004.4!                    +   *             !!          .   . 0 .          !
 2005.1!                 *   +                !!          .0  .   .          !
 2005.2!                 *  +                 !!          . 0 .   .          !
 2005.3!                  *  +                !!          . 0 .   .          !
 2005.4!                  *  +                !!          . 0 .   .          !
 2006.1!                     +*               !!          .   .0  .          !
 2006.2!                      +               !!          .   0   .          !
 2006.3!                    *+                !!          .  0.   .          !
 2006.4!                    +     *           !!          .   .   0          !
 2007.1!                     *+               !!          .  0.   .          !
 2007.2!                   *+                 !!          .  0.   .          !
 2007.3!                *  +                  !!          .0  .   .          !
 2007.4!                  +*                  !!          .   .0  .          !
 2008.1!                  +                   !!          .   0   .          !
 2008.2!                  +                   !!          .   0   .          !
 2008.3!                * +                   !!          .  0.   .          !
 2008.4!                  *+                  !!          .  0.   .          !
 2009.1!                  *+                  !!          .  0.   .          !
 2009.2!                  +                   *!          .   .   .          0
 2009.3!               *         +            !!       0  .   .   .          !
 2009.4!               * +                    !!          .  0.   .          !
 2010.1!                   +               *  !!          .   .   .        0 !
 2010.2!                   *      +           !!        0 .   .   .          !
 2010.3!                    *+                !!          .   0   .          !
 2010.4!                  *  +                !!          . 0 .   .          !
 2011.1!                  * +                 !!          .  0.   .          !
 2011.2!                 * +                  !!          . 0 .   .          !
 2011.3!                   +*                 !!          .   0   .          !
 2011.4!                    +                 !!          .   0   .          !
 2012.1!                     +       *        !!          .   .   . 0        !
 2012.2!                      * +             !!          . 0 .   .          !
 2012.3!                      +*              !!          .   .0  .          !
 2012.4!                      +      *        !!          .   .   .0         !


     21.38 percent of the residuals exceed 1 SE
      3.77 percent of the residuals exceed 2 SE
@EQ  2759 LAANZSI C LANZSI(-1) PNZSI;SMPL 1972.3 2012.4;OLS;EST 2759 PLOT=0;EN
@@EQ 2760 LAASASI C LASASI(-1) PSASI;SMPL 1972.3 2012.4;OLS;EST 2760 PLOT=0;EN
@@EQ 2761 LAAVESI C LAVESI(-1) PVESI;SMPL 2000.3 2012.4;OLS;EST 2761 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCOSI=COPX$Q/SIPMM;                                                     
 GENR LAACOSI=LOG(AACOSI+.00001);                                             
 GENR LACOSI=LOG(ACOSI+.00001);                                               
 LHS AACOSI=EXP(LAACOSI)-.00001;                                              
  EQ 2762 LAACOSI C LACOSI(-1) PCOSI;                                         
EQUATION 1514  LAACOSI  
   RHS     C  LACOSI(-1)  PCOSI  
 SMPL 1983.1 2012.4;                                                          
Sample period is now  1983.1 to  2012.4 Internally:   125 to   244
 OLS;EST 1514 PLOT=0;END;                                                     

Equation number = 1514
**********************

Dependent variable = LAACOSI 

 1983.1 -   2012.4,    0 missing obs.,  120 obs. used.

Mean of dependent variable       -9.434661660

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.177043955       0.604262960  -3.60281     1.000000
14951 LACOSI  ( -1)       0.721109156       0.066411946  10.85812    -9.474544
14949 PCOSI   (  0)      -0.310450925       0.238076163  -1.30400     1.370384

SE of equation            =     0.889816745
Sum of squared residuals  =  92.6375392      -0.265298894E-11
Average absolute error    =     0.579177607
Sum of ABS residuals      =  69.5013129    
R squared                 =   0.55788
Durbin-Watson statistic   =   2.57181
SMPL and No. Obs.         = 1983.1   2012.4    120

Plot of actual(*) and fitted(+) values and residuals(0)


 1983.1!  +                                   !!           .  0  .           !
 1983.2!*   +                                 !!           .0 .  .           !
 1983.3!* +                                   !!           . 0.  .           !
 1983.4!* +                                   !!           . 0.  .           !
 1984.1! *+                                   !!           .  0  .           !
 1984.2!*  +                                  !!           . 0.  .           !
 1984.3!*  +                                  !!           . 0.  .           !
 1984.4!* +                                   !!           . 0.  .           !
 1985.1*   +                                  !!           .0 .  .           !
 1985.2*  +                                   !!           .0 .  .           !
 1985.3!* +                                   !!           . 0.  .           !
 1985.4! * +                                  !!           . 0.  .           !
 1986.1! * +                                  !!           . 0.  .           !
 1986.2!* +                                   !!           . 0.  .           !
 1986.3!  + *                                 !!           .  .0 .           !
 1986.4!     *+                               !!           .  0  .           !
 1987.1!       +     *                        !!           .  .  0           !
 1987.2!   *         +                        !!        0  .  .  .           !
 1987.3!     *+                               !!           .  0  .           !
 1987.4!   *   +                              !!           .0 .  .           !
 1988.1!      +                               !!           .  0  .           !
 1988.2! *      +                             !!          0.  .  .           !
 1988.3!    +*                                !!           .  .0 .           !
 1988.4!*       +                             !!          0.  .  .           !
 1989.1!   +    *                             !!           .  .  0           !
 1989.2!        *+                            !!           . 0.  .           !
 1989.3!           + *                        !!           .  .0 .           !
 1989.4!     *        +                       !!         0 .  .  .           !
 1990.1!        +   *                         !!           .  . 0.           !
 1990.2!            *+                        !!           .  0  .           !
 1990.3!           * +                        !!           . 0.  .           !
 1990.4!        *    +                        !!           0  .  .           !
 1991.1!   *      +                           !!          0.  .  .           !
 1991.2!      +   *                           !!           .  . 0.           !
 1991.3!    *      +                          !!          0.  .  .           !
 1991.4!        +   *                         !!           .  .  0           !
 1992.1!         *    +                       !!           0  .  .           !
 1992.2!        *  +                          !!           .0 .  .           !
 1992.3!          *+                          !!           .  0  .           !
 1992.4!      *     +                         !!           0  .  .           !
 1993.1!        *+                            !!           . 0.  .           !
 1993.2!           +     *                    !!           .  .  0           !
 1993.3!             *   +                    !!           .0 .  .           !
 1993.4!              +*                      !!           .  0  .           !
 1994.1!                +                     !!           .  0  .           !
 1994.2!               *+                     !!           . 0.  .           !
 1994.3!             * +                      !!           . 0.  .           !
 1994.4!              +                       !!           .  0  .           !
 1995.1!            * +                       !!           . 0.  .           !
 1995.2!            *+                        !!           .  0  .           !
 1995.3!            *+                        !!           . 0.  .           !
 1995.4!             +                        !!           .  0  .           !
 1996.1!              +                       !!           .  0  .           !
 1996.2!              +                       !!           .  0  .           !
 1996.3!              +   *                   !!           .  . 0.           !
 1996.4!              *  +                    !!           .0 .  .           !
 1997.1!          *   +                       !!           .0 .  .           !
 1997.2!           +                          !!           .  0  .           !
 1997.3!          * +                         !!           . 0.  .           !
 1997.4!          *+                          !!           .  0  .           !
 1998.1!           +*                         !!           .  0  .           !
 1998.2!            +*                        !!           .  0  .           !
 1998.3!             +                        !!           .  0  .           !
 1998.4!             *+                       !!           .  0  .           !
 1999.1!              +                       !!           .  0  .           !
 1999.2!              *+                      !!           .  0  .           !
 1999.3!               +                      !!           .  0  .           !
 1999.4!             * +                      !!           . 0.  .           !
 2000.1!              +                       !!           .  0  .           !
 2000.2!             *+                       !!           . 0.  .           !
 2000.3!            * +                       !!           . 0.  .           !
 2000.4!             +                        !!           .  0  .           !
 2001.1!              +                       !!           .  0  .           !
 2001.2!              +                       !!           .  0  .           !
 2001.3!               +                      !!           .  0  .           !
 2001.4!                +*                    !!           .  .0 .           !
 2002.1!            *    +                    !!           0  .  .           !
 2002.2!            *+                        !!           .  0  .           !
 2002.3!             +                        !!           .  0  .           !
 2002.4!              + *                     !!           .  .0 .           !
 2003.1!              * +                     !!           . 0.  .           !
 2003.2!               + *                    !!           .  .0 .           !
 2003.3!               * +                    !!           . 0.  .           !
 2003.4!               + *                    !!           .  .0 .           !
 2004.1!                *+                    !!           . 0.  .           !
 2004.2!                +   *                 !!           .  . 0.           !
 2004.3!               *   +                  !!           .0 .  .           !
 2004.4!               +         *            !!           .  .  . 0         !
 2005.1!                    *  +              !!           . 0.  .           !
 2005.2!                   +   *              !!           .  . 0.           !
 2005.3!           *         +                !!         0 .  .  .           !
 2005.4!         *  +                         !!           .0 .  .           !
 2006.1!     *     +                          !!           0  .  .           !
 2006.2!        +      *                      !!           .  .  .0          !
 2006.3!               +  *                   !!           .  .0 .           !
 2006.4!           *     +                    !!           0  .  .           !
 2007.1!            +      *                  !!           .  .  .0          !
 2007.2!                  +           *       !!           .  .  .   0       !
 2007.3!                 *        +           !!         0 .  .  .           !
 2007.4!                 +                    !!           .  0  .           !
 2008.1!                +*                    !!           .  0  .           !
 2008.2!                +                    *!!           .  .  .        0  !
 2008.3!                            * +       !!           . 0.  .           !
 2008.4!                        +             *!           .  .  .    0      !
 2009.1!                     *         +      !!        0  .  .  .           !
 2009.2!                 * +                  !!           . 0.  .           !
 2009.3!                +     *               !!           .  .  .0          !
 2009.4!                    +         *       !!           .  .  .  0        !
 2010.1!                         +         *  !!           .  .  .  0        !
 2010.2!                             +*       !!           .  .0 .           !
 2010.3!                         +           *!!           .  .  .   0       !
 2010.4!              *                +      !!     0     .  .  .           !
 2011.1!              +                *      !!           .  .  .      0    !
 2011.2!                          +      *    !!           .  .  .0          !
 2011.3!                      *    +          !!           0  .  .           !
 2011.4!                    +       *         !!           .  .  . 0         !
 2012.1!                        +     *       !!           .  .  .0          !
 2012.2!        *                +            !!    0      .  .  .           !
 2012.3!         +                          * !!           .  .  .           0
 2012.4!                              +  *    !!           .  . 0.           !


     22.50 percent of the residuals exceed 1 SE
      5.00 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJOSI=JOPX$Q/SIPMM;                                                     
 GENR LAAJOSI=LOG(AAJOSI+.00001);                                             
 GENR LAJOSI=LOG(AJOSI+.00001);                                               
 LHS AAJOSI=EXP(LAAJOSI)-.00001;                                              
  EQ 2763 LAAJOSI C LAJOSI(-1) PJOSI;                                         
EQUATION 1515  LAAJOSI  
   RHS     C  LAJOSI(-1)  PJOSI  
 SMPL 1990.3 2012.4;                                                          
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
 OLS;EST 1515 PLOT=0;END;                                                     

Equation number = 1515
**********************

Dependent variable = LAAJOSI 

 1990.3 -   2012.4,    0 missing obs.,   90 obs. used.

Mean of dependent variable      -10.645558024

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -4.803615561       0.902067774  -5.32512     1.000000
14954 LAJOSI  ( -1)       0.522498240       0.087938974   5.94160   -10.615534
14952 PJOSI   (  0)      -0.229518451       0.196888970  -1.16573     1.286802

SE of equation            =     0.594448642
Sum of squared residuals  =  30.7431194      -0.386890520E-11
Average absolute error    =     0.443759860
Sum of ABS residuals      =  39.9383874    
R squared                 =   0.33293
Durbin-Watson statistic   =   2.33457
SMPL and No. Obs.         = 1990.3   2012.4     90

Plot of actual(*) and fitted(+) values and residuals(0)


 1990.3!                       +             *!!         .    .    .   0     !
 1990.4!                        +            *!!         .    .    .  0      !
 1991.1!                         +     *      !!         .    .   0.         !
 1991.2!                     +   *            !!         .    . 0  .         !
 1991.3!                  +         *         !!         .    .    .0        !
 1991.4!                    +                 *!         .    .    .     0   !
 1992.1!     *                   +            !! 0       .    .    .         !
 1992.2!        +              *              !!         .    .    .   0     !
 1992.3!                 +         *          !!         .    .    .0        !
 1992.4!                    + *               !!         .    .0   .         !
 1993.1!             *   +                    !!         . 0  .    .         !
 1993.2!             +      *                 !!         .    .   0.         !
 1993.3!           *    +                     !!         . 0  .    .         !
 1993.4!           +                          !!         .    0    .         !
 1994.1!           +       *                  !!         .    .    0         !
 1994.2!              +     *                 !!         .    .  0 .         !
 1994.3!               +   *                  !!         .    . 0  .         !
 1994.4!               +    *                 !!         .    .   0.         !
 1995.1!            *   +                     !!         .  0 .    .         !
 1995.2!           + *                        !!         .    .0   .         !
 1995.3!            + *                       !!         .    .0   .         !
 1995.4!            + *                       !!         .    .0   .         !
 1996.1!    *       +                         !!         0    .    .         !
 1996.2!    * +                               !!         .   0.    .         !
 1996.3!    *  +                              !!         .  0 .    .         !
 1996.4! *    +                               !!         . 0  .    .         !
 1997.1!*     +                               !!         . 0  .    .         !
 1997.2*     +                                !!         .0   .    .         !
 1997.3!     +*                               !!         .    .0   .         !
 1997.4!   *    +                             !!         .0   .    .         !
 1998.1!      +*                              !!         .    .0   .         !
 1998.2!        *+                            !!         .    0    .         !
 1998.3!         +                            !!         .    0    .         !
 1998.4!         *+                           !!         .    0    .         !
 1999.1!      *   +                           !!         . 0  .    .         !
 1999.2!   *    +                             !!         . 0  .    .         !
 1999.3!       +   *                          !!         .    . 0  .         !
 1999.4!  *        +                          !!         0    .    .         !
 2000.1!      +   *                           !!         .    . 0  .         !
 2000.2!      *   +                           !!         . 0  .    .         !
 2000.3!        *+                            !!         .    0    .         !
 2000.4!      *   +                           !!         . 0  .    .         !
 2001.1!     *  +                             !!         .  0 .    .         !
 2001.2!        +                             !!         .    0    .         !
 2001.3!         +         *                  !!         .    .    .0        !
 2001.4!              *+                      !!         .    0    .         !
 2002.1!             +  *                     !!         .    . 0  .         !
 2002.2!         *    +                       !!         . 0  .    .         !
 2002.3!          +       *                   !!         .    .    0         !
 2002.4!   *           +                      !!      0  .    .    .         !
 2003.1!      *+                              !!         .    0    .         !
 2003.2!     *   +                            !!         .  0 .    .         !
 2003.3!      * +                             !!         .   0.    .         !
 2003.4!*        +                            !!        0.    .    .         !
 2004.1!*    +                                !!         . 0  .    .         !
 2004.2!      +           *                   !!         .    .    .  0      !
 2004.3!               + *                    !!         .    . 0  .         !
 2004.4!*             +                       !!     0   .    .    .         !
 2005.1!     +     *                          !!         .    .   0.         !
 2005.2!    *      +                          !!         .0   .    .         !
 2005.3!       +        *                     !!         .    .    .0        !
 2005.4*             +                        !!     0   .    .    .         !
 2006.1! *  +                                 !!         .  0 .    .         !
 2006.2!   * +                                !!         .  0 .    .         !
 2006.3!   *  +                               !!         .  0 .    .         !
 2006.4!  *   +                               !!         . 0  .    .         !
 2007.1!     +       *                        !!         .    .    0         !
 2007.2!           +   *                      !!         .    .  0 .         !
 2007.3!  *         +                         !!        0.    .    .         !
 2007.4!     *+                               !!         .    0    .         !
 2008.1!*      +                              !!         .0   .    .         !
 2008.2!   +                                  !!         .    0    .         !
 2008.3!   +    *                             !!         .    .  0 .         !
 2008.4*     +                                !!         .0   .    .         !
 2009.1! +                                    !!         .    0    .         !
 2009.2!   +     *                            !!         .    .   0.         !
 2009.3!        +                       *     !!         .    .    .         0
 2009.4*                    +                 !! 0       .    .    .         !
 2010.1!*  +                                  !!         .  0 .    .         !
 2010.2*    +                                 !!         . 0  .    .         !
 2010.3!   +             *                    !!         .    .    .  0      !
 2010.4!       *    +                         !!         . 0  .    .         !
 2011.1!        +           *                 !!         .    .    .  0      !
 2011.2!        *     +                       !!         .0   .    .         !
 2011.3!        +                             !!         .    0    .         !
 2011.4!      *+                              !!         .    0    .         !
 2012.1!    * +                               !!         .   0.    .         !
 2012.2! *   +                                !!         .  0 .    .         !
 2012.3!    +*                                !!         .    .0   .         !
 2012.4!*     +                               !!         .0   .    .         !


     26.67 percent of the residuals exceed 1 SE
      4.44 percent of the residuals exceed 2 SE
@@EQ 2764 LAASYSI C LASYSI(-1) PSYSI;SMPL 2005.3 2012.4;OLS;EST 2764 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDSI=IDPX$Q/SIPMM;                                                     
 GENR LAAIDSI=LOG(AAIDSI+.00001);                                             
 GENR LAIDSI=LOG(AIDSI+.00001);                                               
 LHS AAIDSI=EXP(LAAIDSI)-.00001;                                              
  EQ 2765 LAAIDSI C LAIDSI(-1) PIDSI;                                         
EQUATION 1516  LAAIDSI  
   RHS     C  LAIDSI(-1)  PIDSI  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1516 PLOT=0;END;                                                     

Equation number = 1516
**********************

Dependent variable = LAAIDSI 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -4.683358733

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.178573117       0.132295873  -1.34980     1.000000
14957 LAIDSI  ( -1)       0.953809418       0.024223999  39.37456    -4.692067
14955 PIDSI   (  0)      -0.021600841       0.061369692  -0.35198     1.363266

SE of equation            =     0.221796517
Sum of squared residuals  =  8.95325248       0.793232147E-11
Average absolute error    =     0.164539751
Sum of ABS residuals      =  30.4398539    
R squared                 =   0.89705
Durbin-Watson statistic   =   2.41007
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!          +                           !!         .    0    .         !
 1967.1!          +     *                     !!         .    .    .   0     !
 1967.2!              * +                     !!         .  0 .    .         !
 1967.3!              +                       !!         .   0.    .         !
 1967.4!              +                       !!         .    .0   .         !
 1968.1!              +*                      !!         .    .0   .         !
 1968.2!              *+                      !!         .   0.    .         !
 1968.3!              +                       !!         .   0.    .         !
 1968.4!             *+                       !!         .   0.    .         !
 1969.1!             +    *                   !!         .    .    . 0       !
 1969.2!                * +                   !!         . 0  .    .         !
 1969.3!               *+                     !!         .  0 .    .         !
 1969.4!              *+                      !!         .   0.    .         !
 1970.1!              +  *                    !!         .    .  0 .         !
 1970.2!               * +                    !!         .  0 .    .         !
 1970.3!               +                      !!         .   0.    .         !
 1970.4!               +                      !!         .   0.    .         !
 1971.1!               + *                    !!         .    .   0.         !
 1971.2!                *+                    !!         .  0 .    .         !
 1971.3!               *+                     !!         .   0.    .         !
 1971.4!                +                     !!         .    .0   .         !
 1972.1!           *     +                    !!      0  .    .    .         !
 1972.2!         * +                          !!         . 0  .    .         !
 1972.3!         *+                           !!         .   0.    .         !
 1972.4!         *+                           !!         .   0.    .         !
 1973.1!      *  +                            !!         0    .    .         !
 1973.2!   *  +                               !!         0    .    .         !
 1973.3!   +        *                         !!         .    .    .       0 !
 1973.4!            + *                       !!         .    .  0 .         !
 1974.1!              + *                     !!         .    .  0 .         !
 1974.2!        *       +                     !!  0      .    .    .         !
 1974.3!        *+                            !!         .  0 .    .         !
 1974.4!    *   +                             !!        0.    .    .         !
 1975.1!     + *                              !!         .    .   0.         !
 1975.2!       +                              !!         .    0    .         !
 1975.3!        +*                            !!         .    .  0 .         !
 1975.4!          + *                         !!         .    .   0.         !
 1976.1!           *+                         !!         .  0 .    .         !
 1976.2!       *   +                          !!        0.    .    .         !
 1976.3!        +                             !!         .    .0   .         !
 1976.4!        +  *                          !!         .    .  0 .         !
 1977.1!         * +                          !!         . 0  .    .         !
 1977.2!         +*                           !!         .    .0   .         !
 1977.3!       *  +                           !!         .0   .    .         !
 1977.4!        +*                            !!         .    . 0  .         !
 1978.1!      *  +                            !!         .0   .    .         !
 1978.2!       +   *                          !!         .    .    .0        !
 1978.3!          *+                          !!         .   0.    .         !
 1978.4!    *      +                          !!    0    .    .    .         !
 1979.1!     +    *                           !!         .    .    .  0      !
 1979.2!         *+                           !!         .   0.    .         !
 1979.3!        *+                            !!         .   0.    .         !
 1979.4!   *     +                            !!      0  .    .    .         !
 1980.1!   *+                                 !!         .   0.    .         !
 1980.2!    +  *                              !!         .    .    0         !
 1980.3!      * +                             !!         .  0 .    .         !
 1980.4!       + *                            !!         .    .  0 .         !
 1981.1!    *    +                            !!       0 .    .    .         !
 1981.2!   * +                                !!         .  0 .    .         !
 1981.3!  * +                                 !!         . 0  .    .         !
 1981.4! * +                                  !!         . 0  .    .         !
 1982.1!* +                                   !!         .  0 .    .         !
 1982.2! +    *                               !!         .    .    .  0      !
 1982.3!       +                              !!         .    .0   .         !
 1982.4!       *+                             !!         .   0.    .         !
 1983.1!       +     *                        !!         .    .    .   0     !
 1983.2!    *         +                       !0         .    .    .         !
 1983.3!  * +                                 !!         . 0  .    .         !
 1983.4!   +*                                 !!         .    . 0  .         !
 1984.1!     +    *                           !!         .    .    .  0      !
 1984.2!    *     +                           !!     0   .    .    .         !
 1984.3!    *+                                !!         .  0 .    .         !
 1984.4!   *+                                 !!         .  0 .    .         !
 1985.1!    +     *                           !!         .    .    .   0     !
 1985.2!   *      +                           !!    0    .    .    .         !
 1985.3*    +                                 !!       0 .    .    .         !
 1985.4*+                                     !!         .   0.    .         !
 1986.1!+     *                               !!         .    .    .   0     !
 1986.2!      +   *                           !!         .    .    0         !
 1986.3!          +*                          !!         .    .0   .         !
 1986.4!          * +                         !!         . 0  .    .         !
 1987.1!  *       +                           !!  0      .    .    .         !
 1987.2!   +       *                          !!         .    .    .      0  !
 1987.3!           +                          !!         .    0    .         !
 1987.4!          * +                         !!         . 0  .    .         !
 1988.1!      *   +                           !!        0.    .    .         !
 1988.2!       +                              !!         .    .0   .         !
 1988.3!      *+                              !!         .   0.    .         !
 1988.4!      *+                              !!         .  0 .    .         !
 1989.1!      +                               !!         .    0    .         !
 1989.2!      *+                              !!         .  0 .    .         !
 1989.3!      +*                              !!         .    .0   .         !
 1989.4!       +*                             !!         .    .0   .         !
 1990.1!        *+                            !!         .   0.    .         !
 1990.2!      * +                             !!         . 0  .    .         !
 1990.3!      *+                              !!         .   0.    .         !
 1990.4!      *+                              !!         .    0    .         !
 1991.1!       + *                            !!         .    .  0 .         !
 1991.2!       * +                            !!         . 0  .    .         !
 1991.3!        +*                            !!         .    . 0  .         !
 1991.4!         *+                           !!         .  0 .    .         !
 1992.1!         +                            !!         .    0    .         !
 1992.2!         *+                           !!         .    0    .         !
 1992.3!          +  *                        !!         .    .   0.         !
 1992.4!             +                        !!         .    0    .         !
 1993.1!             +  *                     !!         .    .    0         !
 1993.2!                +*                    !!         .    .0   .         !
 1993.3!              *  +                    !!         .0   .    .         !
 1993.4!           *  +                       !!         .0   .    .         !
 1994.1!            + *                       !!         .    .   0.         !
 1994.2!             *+                       !!         .  0 .    .         !
 1994.3!            *+                        !!         .   0.    .         !
 1994.4!            *+                        !!         .    0    .         !
 1995.1!            *+                        !!         .   0.    .         !
 1995.2!            +  *                      !!         .    .   0.         !
 1995.3!              *+                      !!         .  0 .    .         !
 1995.4!              +                       !!         .    0    .         !
 1996.1!              + *                     !!         .    .  0 .         !
 1996.2!               *+                     !!         .  0 .    .         !
 1996.3!              *+                      !!         .   0.    .         !
 1996.4!               +*                     !!         .    . 0  .         !
 1997.1!              * +                     !!         .  0 .    .         !
 1997.2!             *+                       !!         .  0 .    .         !
 1997.3!           * +                        !!         . 0  .    .         !
 1997.4!        *   +                         !!        0.    .    .         !
 1998.1!       *+                             !!         .  0 .    .         !
 1998.2!       + *                            !!         .    .  0 .         !
 1998.3!          + *                         !!         .    .   0.         !
 1998.4!        *   +                         !!       0 .    .    .         !
 1999.1!         +                            !!         .    .0   .         !
 1999.2!          +*                          !!         .    .0   .         !
 1999.3!           +*                         !!         .    .0   .         !
 1999.4!          * +                         !!         . 0  .    .         !
 2000.1!          +*                          !!         .    .0   .         !
 2000.2!           +*                         !!         .    .0   .         !
 2000.3!            +*                        !!         .    . 0  .         !
 2000.4!             *+                       !!         .   0.    .         !
 2001.1!             +  *                     !!         .    .   0.         !
 2001.2!                +                     !!         .    0    .         !
 2001.3!               *+                     !!         .  0 .    .         !
 2001.4!               +*                     !!         .    . 0  .         !
 2002.1!                +     *               !!         .    .    .   0     !
 2002.2!                      +               !!         .    0    .         !
 2002.3!                    * +               !!         . 0  .    .         !
 2002.4!                   *+                 !!         . 0  .    .         !
 2003.1!                   + *                !!         .    .   0.         !
 2003.2!                     + *              !!         .    . 0  .         !
 2003.3!                       +*             !!         .    . 0  .         !
 2003.4!                        +   *         !!         .    .    .0        !
 2004.1!                           +*         !!         .    .0   .         !
 2004.2!                           +*         !!         .    0    .         !
 2004.3!                           +*         !!         .    . 0  .         !
 2004.4!                            + *       !!         .    .   0.         !
 2005.1!                              +*      !!         .    . 0  .         !
 2005.2!                               + *    !!         .    .  0 .         !
 2005.3!                                +*    !!         .    .0   .         !
 2005.4!                            *   +     !!        0.    .    .         !
 2006.1!                            + *       !!         .    .   0.         !
 2006.2!                             *+       !!         .   0.    .         !
 2006.3!                             +    *   !!         .    .    .  0      !
 2006.4!                          *      +    !!    0    .    .    .         !
 2007.1!                          +    *      !!         .    .    . 0       !
 2007.2!                              +       !!         .   0.    .         !
 2007.3!                             +        !!         .    0    .         !
 2007.4!                             +  *     !!         .    .    0         !
 2008.1!                              *+      !!         .  0 .    .         !
 2008.2!                             +    *   !!         .    .    .  0      !
 2008.3!                               *  +   !!         .0   .    .         !
 2008.4!                             *+       !!         .   0.    .         !
 2009.1!                             +  *     !!         .    .    0         !
 2009.2!                               + *    !!         .    .  0 .         !
 2009.3!                            *    +    !!       0 .    .    .         !
 2009.4!                           +  *       !!         .    .  0 .         !
 2010.1!                             +  *     !!         .    .    0         !
 2010.2!                               +*     !!         .    .0   .         !
 2010.3!                            *  +      !!         .0   .    .         !
 2010.4!                            +  *      !!         .    .    0         !
 2011.1!                              +    *  !!         .    .    . 0       !
 2011.2!                                  +*  !!         .    . 0  .         !
 2011.3!                                 *+   !!         .   0.    .         !
 2011.4!                                +   * !!         .    .    0         !
 2012.1!                                   +* !!         .    .0   .         !
 2012.2!                              *    +  !!      0  .    .    .         !
 2012.3!                             +        *!         .    .    .       0 !
 2012.4!                                *    +!!      0  .    .    .         !


     25.95 percent of the residuals exceed 1 SE
      4.86 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMASI=MAPX$Q/SIPMM;                                                     
 GENR LAAMASI=LOG(AAMASI+.00001);                                             
 GENR LAMASI=LOG(AMASI+.00001);                                               
 LHS AAMASI=EXP(LAAMASI)-.00001;                                              
  EQ 2766 LAAMASI C LAMASI(-1) PMASI;                                         
EQUATION 1517  LAAMASI  
   RHS     C  LAMASI(-1)  PMASI  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST 1517 PLOT=0;END;                                                     

Equation number = 1517
**********************

Dependent variable = LAAMASI 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -2.121611788

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.245059410       0.052962986  -4.62699     1.000000
14960 LAMASI  ( -1)       0.811228243       0.035404395  22.91321    -2.118539
14958 PMASI   (  0)      -0.114364678       0.024243363  -4.71736     1.380966

SE of equation            =     0.085645067
Sum of squared residuals  =  1.31297887       0.335886874E-11
Average absolute error    =     0.066312894
Sum of ABS residuals      =  12.0689468    
R squared                 =   0.91533
Durbin-Watson statistic   =   2.21502
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3!                             + *      !!          .   .   0          !
 1967.4!                            +   *     !!          .   .   . 0        !
 1968.1!                             +        !!          .  0.   .          !
 1968.2!                          + *         !!          .   .  0.          !
 1968.3!                          +   *       !!          .   .   .   0      !
 1968.4!                            +   *     !!          .   .   . 0        !
 1969.1!                              +       *!          .   .   .          0
 1969.2!                                 * +  !!          . 0 .   .          !
 1969.3!                               +*     !!          .   .0  .          !
 1969.4!                              +*      !!          .   . 0 .          !
 1970.1!                             +  *     !!          .   .   0          !
 1970.2!                           * +        !!          0   .   .          !
 1970.3!                          + *         !!          .   .  0.          !
 1970.4!                           +*         !!          .   . 0 .          !
 1971.1!                           +          !!          .   0   .          !
 1971.2!                         *+           !!          . 0 .   .          !
 1971.3!                        +*            !!          .   . 0 .          !
 1971.4!                         +            !!          .   .0  .          !
 1972.1!                      *  +            !!         0.   .   .          !
 1972.2!                      +  *            !!          .   .   .0         !
 1972.3!                        +*            !!          .   .0  .          !
 1972.4!                         +            !!          .   0   .          !
 1973.1!                      * +             !!         0.   .   .          !
 1973.2!                *   +                 !!       0  .   .   .          !
 1973.3!                +                     !!          .   0   .          !
 1973.4!              * +                     !!          . 0 .   .          !
 1974.1!             +*                       !!          .   .  0.          !
 1974.2!        *    +                        !!     0    .   .   .          !
 1974.3!       *+                             !!          .0  .   .          !
 1974.4!     * +                              !!          .0  .   .          !
 1975.1!  *  +                                !!         0.   .   .          !
 1975.2!   +*                                 !!          .   . 0 .          !
 1975.3!     +    *                           !!          .   .   .   0      !
 1975.4!          + *                         !!          .   .  0.          !
 1976.1!             +                        !!          .   .0  .          !
 1976.2!            *+                        !!          . 0 .   .          !
 1976.3!           *+                         !!          .  0.   .          !
 1976.4!         * +                          !!          0   .   .          !
 1977.1!      * +                             !!          0   .   .          !
 1977.2!    *+                                !!          .0  .   .          !
 1977.3*   +                                  !!       0  .   .   .          !
 1977.4!+  *                                  !!          .   .   .0         !
 1978.1!    +*                                !!          .   . 0 .          !
 1978.2! *   +                                !!        0 .   .   .          !
 1978.3!   + *                                !!          .   .   .0         !
 1978.4!    * +                               !!          .0  .   .          !
 1979.1!    +    *                            !!          .   .   .   0      !
 1979.2!        + *                           !!          .   .  0.          !
 1979.3!     *   +                            !!       0  .   .   .          !
 1979.4!      +   *                           !!          .   .   .   0      !
 1980.1!        * +                           !!          . 0 .   .          !
 1980.2!      * +                             !!          0   .   .          !
 1980.3!      +  *                            !!          .   .   . 0        !
 1980.4!      *  +                            !!         0.   .   .          !
 1981.1!       + *                            !!          .   .   0          !
 1981.2!      *  +                            !!         0.   .   .          !
 1981.3!      +*                              !!          .   .  0.          !
 1981.4!      *+                              !!          . 0 .   .          !
 1982.1!       + *                            !!          .   .   0          !
 1982.2!         +   *                        !!          .   .   .  0       !
 1982.3!         *  +                         !!       0  .   .   .          !
 1982.4!         + *                          !!          .   .   0          !
 1983.1!           +  *                       !!          .   .   .0         !
 1983.2!              + *                     !!          .   .   0          !
 1983.3!            *   +                     !!        0 .   .   .          !
 1983.4!           +*                         !!          .   .0  .          !
 1984.1!         * +                          !!          .0  .   .          !
 1984.2!         + *                          !!          .   .   .0         !
 1984.3!           +                          !!          .  0.   .          !
 1984.4!           +*                         !!          .   .  0.          !
 1985.1!             +*                       !!          .   . 0 .          !
 1985.2!           * +                        !!          0   .   .          !
 1985.3!            +                         !!          .   0   .          !
 1985.4!             +    *                   !!          .   .   .    0     !
 1986.1!             *     +                  !!  0       .   .   .          !
 1986.2!              +*                      !!          .   . 0 .          !
 1986.3!                 + *                  !!          .   .   0          !
 1986.4!                 *  +                 !!          0   .   .          !
 1987.1!                * +                   !!          .0  .   .          !
 1987.2!                 + *                  !!          .   .  0.          !
 1987.3!                    +                 !!          .   0   .          !
 1987.4!                *   +                 !!       0  .   .   .          !
 1988.1!                 +  *                 !!          .   .   0          !
 1988.2!                   *+                 !!          .0  .   .          !
 1988.3!                *  +                  !!         0.   .   .          !
 1988.4!                  +                   !!          .   0   .          !
 1989.1!                   +                  !!          .   .0  .          !
 1989.2!                  * +                 !!          . 0 .   .          !
 1989.3!                    +*                !!          .   .  0.          !
 1989.4!                      +*              !!          .   . 0 .          !
 1990.1!                        + *           !!          .   .   0          !
 1990.2!                       *  +           !!          0   .   .          !
 1990.3!                        + *           !!          .   .   0          !
 1990.4!                         *+           !!          . 0 .   .          !
 1991.1!                       * +            !!          . 0 .   .          !
 1991.2!                        + *           !!          .   .   0          !
 1991.3!                          + *         !!          .   .   0          !
 1991.4!                            +*        !!          .   . 0 .          !
 1992.1!                            +*        !!          .   . 0 .          !
 1992.2!                          * +         !!          .0  .   .          !
 1992.3!                          +           !!          .   0   .          !
 1992.4!                        * +           !!          0   .   .          !
 1993.1!                        +*            !!          .   . 0 .          !
 1993.2!                         +            !!          .   .0  .          !
 1993.3!                        *+            !!          . 0 .   .          !
 1993.4!                        +*            !!          .   .0  .          !
 1994.1!                         +            !!          .   .0  .          !
 1994.2!                         +            !!          .   0   .          !
 1994.3!                         +            !!          .   0   .          !
 1994.4!                     *  +             !!        0 .   .   .          !
 1995.1!                     +                !!          .   0   .          !
 1995.2!                     +   *            !!          .   .   .  0       !
 1995.3!                     *   +            !!        0 .   .   .          !
 1995.4!                      +               !!          .   0   .          !
 1996.1!                      +*              !!          .   .0  .          !
 1996.2!                      *+              !!          .  0.   .          !
 1996.3!                      +               !!          .  0.   .          !
 1996.4!                      +*              !!          .   .  0.          !
 1997.1!                       +              !!          .   0   .          !
 1997.2!                     * +              !!          .0  .   .          !
 1997.3!                     +*               !!          .   . 0 .          !
 1997.4!                      *+              !!          .   0   .          !
 1998.1!                       +              !!          .   .0  .          !
 1998.2!                      *+              !!          . 0 .   .          !
 1998.3!                     *+               !!          . 0 .   .          !
 1998.4!                     +                !!          .   0   .          !
 1999.1!                     + *              !!          .   .  0.          !
 1999.2!                      +               !!          .  0.   .          !
 1999.3!                    * +               !!          0   .   .          !
 1999.4!                    +   *             !!          .   .   .  0       !
 2000.1!                        +*            !!          .   .  0.          !
 2000.2!                         +            !!          .   0   .          !
 2000.3!                        +*            !!          .   . 0 .          !
 2000.4!                        *+            !!          . 0 .   .          !
 2001.1!                       +              !!          .   0   .          !
 2001.2!                      *+              !!          .  0.   .          !
 2001.3!                    * +               !!          .0  .   .          !
 2001.4!                    +*                !!          .   . 0 .          !
 2002.1!                     + *              !!          .   .   0          !
 2002.2!                       +              !!          .   0   .          !
 2002.3!                      +               !!          .   0   .          !
 2002.4!                     *+               !!          .  0.   .          !
 2003.1!                     +  *             !!          .   .   .0         !
 2003.2!                       +              !!          .  0.   .          !
 2003.3!                      +               !!          .  0.   .          !
 2003.4!                     *+               !!          .   0   .          !
 2004.1!                      +*              !!          .   .  0.          !
 2004.2!                     * +              !!          .0  .   .          !
 2004.3!                      +               !!          .   .0  .          !
 2004.4!                      +*              !!          .   0   .          !
 2005.1!                       +*             !!          .   .  0.          !
 2005.2!                      * +             !!          .0  .   .          !
 2005.3!                      +*              !!          .   .0  .          !
 2005.4!                       +              !!          .   .0  .          !
 2006.1!                       + *            !!          .   .  0.          !
 2006.2!                        +             !!          .  0.   .          !
 2006.3!                      * +             !!          . 0 .   .          !
 2006.4!                     *+               !!          . 0 .   .          !
 2007.1!                     *+               !!          .   0   .          !
 2007.2!                      +               !!          .   0   .          !
 2007.3!                     *+               !!          .  0.   .          !
 2007.4!                      +               !!          .   0   .          !
 2008.1!                       +              !!          .   .0  .          !
 2008.2!                        +             !!          .   0   .          !
 2008.3!                      * +             !!          .0  .   .          !
 2008.4!                   *  +               !!        0 .   .   .          !
 2009.1!                 * +                  !!          0   .   .          !
 2009.2!                 *+                   !!          . 0 .   .          !
 2009.3!                *  +                  !!          0   .   .          !
 2009.4!                  + *                 !!          .   .   0          !
 2010.1!                   * +                !!          .0  .   .          !
 2010.2!                   *+                 !!          . 0 .   .          !
 2010.3!                  * +                 !!          .0  .   .          !
 2010.4!                   + *                !!          .   .  0.          !
 2011.1!                     +                !!          .   0   .          !
 2011.2!                   *  +               !!         0.   .   .          !
 2011.3!                *   +                 !!       0  .   .   .          !
 2011.4!                  +*                  !!          .   .  0.          !
 2012.1!                    +*                !!          .   .0  .          !
 2012.2!                   * +                !!         0.   .   .          !
 2012.3!                   *+                 !!          .   0   .          !
 2012.4!                  * +                 !!         0.   .   .          !


     31.32 percent of the residuals exceed 1 SE
      4.40 percent of the residuals exceed 2 SE
@EQ  2767 LAAPASI C LAPASI(-1) PPASI;SMPL 1972.3 2012.4;OLS;EST 2767 PLOT=0;EN
@EQ  2768 LAAPHSI C LAPHSI(-1) PPHSI;SMPL 1966.4 2012.4;OLS;EST 2768 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHSI=THPX$Q/SIPMM;                                                     
 GENR LAATHSI=LOG(AATHSI+.00001);                                             
 GENR LATHSI=LOG(ATHSI+.00001);                                               
 LHS AATHSI=EXP(LAATHSI)-.00001;                                              
  EQ 2769 LAATHSI C LATHSI(-1) PTHSI;                                         
EQUATION 1518  LAATHSI  
   RHS     C  LATHSI(-1)  PTHSI  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1518 PLOT=0;END;                                                     

Equation number = 1518
**********************

Dependent variable = LAATHSI 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -3.383973001

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.246415392       0.093843582  -2.62581     1.000000
14963 LATHSI  ( -1)       0.878254104       0.034105513  25.75109    -3.382139
14961 PTHSI   (  0)      -0.125540483       0.053444099  -2.34901     1.331682

SE of equation            =     0.138648682
Sum of squared residuals  =  3.49866919       0.405142586E-11
Average absolute error    =     0.103887920
Sum of ABS residuals      =  19.2192652    
R squared                 =   0.86155
Durbin-Watson statistic   =   2.45312
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!                     +  *             !!          .   .  0.          !
 1967.1!                     +*               !!          .   . 0 .          !
 1967.2!                     +                !!          .  0.   .          !
 1967.3!                   *+                 !!          .  0.   .          !
 1967.4!                   + *                !!          .   .  0.          !
 1968.1!                    +*                !!          .   0   .          !
 1968.2!                    +*                !!          .   .0  .          !
 1968.3!                   *+                 !!          .  0.   .          !
 1968.4!                  +*                  !!          .   .0  .          !
 1969.1!                  +*                  !!          .   .0  .          !
 1969.2!                 * +                  !!          . 0 .   .          !
 1969.3!               * +                    !!          .0  .   .          !
 1969.4!              * +                     !!          . 0 .   .          !
 1970.1!               +                      !!          .  0.   .          !
 1970.2!              * +                     !!          . 0 .   .          !
 1970.3!              * +                     !!          . 0 .   .          !
 1970.4!           *    +                     !!        0 .   .   .          !
 1971.1!             +  *                     !!          .   .   0          !
 1971.2!               *  +                   !!          .0  .   .          !
 1971.3!                *+                    !!          .  0.   .          !
 1971.4!                 *+                   !!          .  0.   .          !
 1972.1!                   +   *              !!          .   .   . 0        !
 1972.2!                     * +              !!          .0  .   .          !
 1972.3!                   *  +               !!          .0  .   .          !
 1972.4!                *   +                 !!         0.   .   .          !
 1973.1!           *    +                     !!       0  .   .   .          !
 1973.2!       *   +                          !!          0   .   .          !
 1973.3!*       +                             !!     0    .   .   .          !
 1973.4! +    *                               !!          .   .   . 0        !
 1974.1!      +      *                        !!          .   .   .     0    !
 1974.2!  *         +                         !! 0        .   .   .          !
 1974.3!  +        *                          !!          .   .   .      0   !
 1974.4*           +                          !0          .   .   .          !
 1975.1!+                                     !!          .   .0  .          !
 1975.2! +   *                                !!          .   .   0          !
 1975.3!      +     *                         !!          .   .   .   0      !
 1975.4!            +    *                    !!          .   .   . 0        !
 1976.1!     *          +                     !0          .   .   .          !
 1976.2!     +*                               !!          .   . 0 .          !
 1976.3!      +                               !!          .   0   .          !
 1976.4!      +  *                            !!          .   .   0          !
 1977.1!         +*                           !!          .   .0  .          !
 1977.2!        *+                            !!          . 0 .   .          !
 1977.3!    *   +                             !!         0.   .   .          !
 1977.4!*   +                                 !!         0.   .   .          !
 1978.1! +    *                               !!          .   .   . 0        !
 1978.2!      +   *                           !!          .   .   .0         !
 1978.3!          +  *                        !!          .   .   0          !
 1978.4!           * +                        !!          . 0 .   .          !
 1979.1!            +                         !!          .   .0  .          !
 1979.2!            +                         !!          .   0   .          !
 1979.3!            +                         !!          .   0   .          !
 1979.4!            +*                        !!          .   . 0 .          !
 1980.1!           * +                        !!          .0  .   .          !
 1980.2!    *      +                          !!     0    .   .   .          !
 1980.3!     +  *                             !!          .   .   0          !
 1980.4!    *    +                            !!        0 .   .   .          !
 1981.1!    *+                                !!          .  0.   .          !
 1981.2!     +*                               !!          .   .0  .          !
 1981.3!       +   *                          !!          .   .   .0         !
 1981.4!       *   +                          !!         0.   .   .          !
 1982.1!       * +                            !!          .0  .   .          !
 1982.2!        + *                           !!          .   .  0.          !
 1982.3!        *  +                          !!          0   .   .          !
 1982.4!       * +                            !!          . 0 .   .          !
 1983.1!  *     +                             !!      0   .   .   .          !
 1983.2!   +*                                 !!          .   .0  .          !
 1983.3!      + *                             !!          .   . 0 .          !
 1983.4!         + *                          !!          .   .  0.          !
 1984.1!          * +                         !!          .0  .   .          !
 1984.2!           + *                        !!          .   . 0 .          !
 1984.3!              +*                      !!          .   .0  .          !
 1984.4!             *  +                     !!          0   .   .          !
 1985.1!           *  +                       !!          0   .   .          !
 1985.2!             +  *                     !!          .   .   0          !
 1985.3!               * +                    !!          . 0 .   .          !
 1985.4!                +*                    !!          .   0   .          !
 1986.1!                  +                   !!          .   0   .          !
 1986.2!                 *+                   !!          .  0.   .          !
 1986.3!                 + *                  !!          .   .  0.          !
 1986.4!                   +*                 !!          .   0   .          !
 1987.1!                    +*                !!          .   . 0 .          !
 1987.2!                     +*               !!          .   0   .          !
 1987.3!                      +*              !!          .   . 0 .          !
 1987.4!                   *   +              !!         0.   .   .          !
 1988.1!                   +                  !!          .  0.   .          !
 1988.2!               *   +                  !!          0   .   .          !
 1988.3!               *+                     !!          .  0.   .          !
 1988.4!           *   +                      !!         0.   .   .          !
 1989.1!            +  *                      !!          .   .  0.          !
 1989.2!               +*                     !!          .   0   .          !
 1989.3!                +                     !!          .   .0  .          !
 1989.4!             *   +                    !!         0.   .   .          !
 1990.1!             +*                       !!          .   .0  .          !
 1990.2!           *  +                       !!          0   .   .          !
 1990.3!             +      *                 !!          .   .   .     0    !
 1990.4!                  *  +                !!          .0  .   .          !
 1991.1!                 * +                  !!          . 0 .   .          !
 1991.2!                  + *                 !!          .   . 0 .          !
 1991.3!                    +   *             !!          .   .   . 0        !
 1991.4!                        + *           !!          .   . 0 .          !
 1992.1!                        * +           !!          . 0 .   .          !
 1992.2!                        +             !!          .   0   .          !
 1992.3!                        +             !!          .   0   .          !
 1992.4!                        +             !!          .   0   .          !
 1993.1!                       + *            !!          .   . 0 .          !
 1993.2!                         +  *         !!          .   .  0.          !
 1993.3!                           +      *   !!          .   .   .   0      !
 1993.4!                                +  *  !!          .   .  0.          !
 1994.1!                                 +*   !!          .   . 0 .          !
 1994.2!                                 +   *!!          .   .   .0         !
 1994.3!                                  *+  !!          .  0.   .          !
 1994.4!                                 +    !!          .   0   .          !
 1995.1!                                +    *!!          .   .   .  0       !
 1995.2!                                    + !!          .   0   .          !
 1995.3!                                  +   *!          .   .   .0         !
 1995.4!                                   *+ !!          . 0 .   .          !
 1996.1!                              *  +    !!          0   .   .          !
 1996.2!                             +        !!          .   0   .          !
 1996.3!                            +*        !!          .   .0  .          !
 1996.4!                           +          !!          .  0.   .          !
 1997.1!                          + *         !!          .   .  0.          !
 1997.2!                          *+          !!          . 0 .   .          !
 1997.3!                         + *          !!          .   . 0 .          !
 1997.4!                        * +           !!          . 0 .   .          !
 1998.1!                        + *           !!          .   .  0.          !
 1998.2!                         +            !!          .   .0  .          !
 1998.3!                        +  *          !!          .   .   0          !
 1998.4!                       *  +           !!          0   .   .          !
 1999.1!                       + *            !!          .   . 0 .          !
 1999.2!                        + *           !!          .   . 0 .          !
 1999.3!                          + *         !!          .   .   0          !
 1999.4!                           *+         !!          .  0.   .          !
 2000.1!                          + *         !!          .   .0  .          !
 2000.2!                         * +          !!          . 0 .   .          !
 2000.3!                         +   *        !!          .   .   . 0        !
 2000.4!                            *+        !!          .  0.   .          !
 2001.1!                          * +         !!          . 0 .   .          !
 2001.2!                         +   *        !!          .   .   .0         !
 2001.3!                             + *      !!          .   .  0.          !
 2001.4!                            * +       !!          .0  .   .          !
 2002.1!                            +*        !!          .   . 0 .          !
 2002.2!                             + *      !!          .   . 0 .          !
 2002.3!                             *+       !!          .  0.   .          !
 2002.4!                            +         !!          .  0.   .          !
 2003.1!                           +  *       !!          .   .  0.          !
 2003.2!                            *+        !!          .  0.   .          !
 2003.3!                           +  *       !!          .   .  0.          !
 2003.4!                            *+        !!          . 0 .   .          !
 2004.1!                           +  *       !!          .   .   0          !
 2004.2!                            *+        !!          . 0 .   .          !
 2004.3!                           + *        !!          .   . 0 .          !
 2004.4!                            +         !!          .  0.   .          !
 2005.1!                           +          !!          .   0   .          !
 2005.2!                       *   +          !!         0.   .   .          !
 2005.3!                       +      *       !!          .   .   .    0     !
 2005.4!                          *  +        !!          0   .   .          !
 2006.1!                         +*           !!          .   0   .          !
 2006.2!                         +            !!          .   0   .          !
 2006.3!                        +  *          !!          .   .   0          !
 2006.4!                       *   +          !!         0.   .   .          !
 2007.1!                      *+              !!          .  0.   .          !
 2007.2!                      + *             !!          .   .  0.          !
 2007.3!                        +*            !!          .   .0  .          !
 2007.4!                         +  *         !!          .   .   0          !
 2008.1!                      *    +          !!       0  .   .   .          !
 2008.2!                      +*              !!          .   . 0 .          !
 2008.3!                       +              !!          .   0   .          !
 2008.4!                 *    +               !!        0 .   .   .          !
 2009.1!                  +*                  !!          .   .0  .          !
 2009.2!                  + *                 !!          .   .0  .          !
 2009.3!                  *+                  !!          . 0 .   .          !
 2009.4!                 *+                   !!          . 0 .   .          !
 2010.1!                 + *                  !!          .   .  0.          !
 2010.2!                *  +                  !!          0   .   .          !
 2010.3!                +   *                 !!          .   .   0          !
 2010.4!                *  +                  !!          0   .   .          !
 2011.1!                +    *                !!          .   .   . 0        !
 2011.2!                     +                !!          .   0   .          !
 2011.3!                     +*               !!          .   . 0 .          !
 2011.4!                *    +                !!       0  .   .   .          !
 2012.1!                +   *                 !!          .   .   .0         !
 2012.2!                   *+                 !!          .  0.   .          !
 2012.3!                *  +                  !!          0   .   .          !
 2012.4!                +                     !!          .   0   .          !


     27.03 percent of the residuals exceed 1 SE
      4.86 percent of the residuals exceed 2 SE
@EQ  2770 LAACHSI C LACHSI(-1) PCHSI;SMPL 1981.3 2012.4;OLS;EST 2770 PLOT=0;EN
@EQ  2771 LAAARSI C LAARSI(-1) PARSI;SMPL 1973.3 2012.4;OLS;EST 2771 PLOT=0;EN
@EQ  2772 LAABRSI C LABRSI(-1) PBRSI;SMPL 1981.3 2012.4;OLS;EST 2772 PLOT=0;EN
@EQ  2773 LAACESI C LACESI(-1) PCESI;SMPL 1989.3 2012.4;OLS;EST 2773 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMESI=MEPX$Q/SIPMM;                                                     
 GENR LAAMESI=LOG(AAMESI+.00001);                                             
 GENR LAMESI=LOG(AMESI+.00001);                                               
 LHS AAMESI=EXP(LAAMESI)-.00001;                                              
  EQ 2774 LAAMESI C LAMESI(-1) PMESI;                                         
EQUATION 1519  LAAMESI  
   RHS     C  LAMESI(-1)  PMESI  
 SMPL 1979.3 2012.4;                                                          
Sample period is now  1979.3 to  2012.4 Internally:   111 to   244
 OLS;EST 1519 PLOT=0;END;                                                     

Equation number = 1519
**********************

Dependent variable = LAAMESI 

 1979.3 -   2012.4,    0 missing obs.,  134 obs. used.

Mean of dependent variable       -7.216266137

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.193616991       0.429556200   0.45074     1.000000
14966 LAMESI  ( -1)       0.860836790       0.048255573  17.83912    -7.237986
14964 PMESI   (  0)      -0.919515288       0.489806598  -1.87730     1.282370

SE of equation            =     0.507446030
Sum of squared residuals  =  33.7326930      -0.188826732E-10
Average absolute error    =     0.365293784
Sum of ABS residuals      =  48.9493670    
R squared                 =   0.87116
Durbin-Watson statistic   =   2.58886
SMPL and No. Obs.         = 1979.3   2012.4    134

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.3!            * +                       !!         . 0  .    .         !
 1979.4!           * +                        !!         . 0  .    .         !
 1980.1!         *   +                        !!         0    .    .         !
 1980.2!*         +                           !!0        .    .    .         !
 1980.3!   +*                                 !!         .    . 0  .         !
 1980.4!      +    *                          !!         .    .    . 0       !
 1981.1!     *      +                         !!     0   .    .    .         !
 1981.2!      + *                             !!         .    . 0  .         !
 1981.3!        +    *                        !!         .    .    .  0      !
 1981.4!          *  +                        !!         .0   .    .         !
 1982.1*          +                           !0         .    .    .         !
 1982.2!+  *                                  !!         .    .   0.         !
 1982.3*    +                                 !!       0 .    .    .         !
 1982.4!+          *                          !!         .    .    .         0
 1983.1!   *       +                          !!   0     .    .    .         !
 1983.2!    +    *                            !!         .    .    .  0      !
 1983.3!         *+                           !!         .   0.    .         !
 1983.4!        *+                            !!         .  0 .    .         !
 1984.1!        + *                           !!         .    .  0 .         !
 1984.2!           +                          !!         .    0    .         !
 1984.3!           *+                         !!         .   0.    .         !
 1984.4!         * +                          !!         . 0  .    .         !
 1985.1!       *   +                          !!        0.    .    .         !
 1985.2!        +          *                  !!         .    .    .        0!
 1985.3!               *   +                  !!         0    .    .         !
 1985.4!              *  +                    !!         . 0  .    .         !
 1986.1!       *        +                     !! 0       .    .    .         !
 1986.2!       +    *                         !!         .    .    . 0       !
 1986.3!         * +                          !!         . 0  .    .         !
 1986.4!          +  *                        !!         .    .   0.         !
 1987.1!       *     +                        !!     0   .    .    .         !
 1987.2!         +      *                     !!         .    .    .   0     !
 1987.3!           *     +                    !!      0  .    .    .         !
 1987.4!            *+                        !!         .   0.    .         !
 1988.1!              +                       !!         .    .0   .         !
 1988.2!                +      *              !!         .    .    .   0     !
 1988.3!                       +              !!         .    0    .         !
 1988.4!                       + *            !!         .    . 0  .         !
 1989.1!                  *      +            !!    0    .    .    .         !
 1989.2!                  *+                  !!         .   0.    .         !
 1989.3!           *       +                  !!   0     .    .    .         !
 1989.4!            +   *                     !!         .    .   0.         !
 1990.1!                 +   *                !!         .    .    0         !
 1990.2!                  *   +               !!         .0   .    .         !
 1990.3!                   +      *           !!         .    .    .   0     !
 1990.4!                       *  +           !!         .0   .    .         !
 1991.1!                     *  +             !!         .0   .    .         !
 1991.2!                     *+               !!         .    0    .         !
 1991.3!                      +  *            !!         .    .   0.         !
 1991.4!                      *  +            !!         .0   .    .         !
 1992.1!                  *    +              !!       0 .    .    .         !
 1992.2!                    +      *          !!         .    .    .    0    !
 1992.3!                           +      *   !!         .    .    .    0    !
 1992.4!                             *    +   !!       0 .    .    .         !
 1993.1!                           * +        !!         .  0 .    .         !
 1993.2!                          * +         !!         .  0 .    .         !
 1993.3!                          +    *      !!         .    .    . 0       !
 1993.4!                               +*     !!         .    . 0  .         !
 1994.1!                     *          +     !!0        .    .    .         !
 1994.2!                      + *             !!         .    .  0 .         !
 1994.3!                         +            !!         .    0    .         !
 1994.4!                         *+           !!         .   0.    .         !
 1995.1!                          +  *        !!         .    .   0.         !
 1995.2!                              +*      !!         .    .0   .         !
 1995.3!                              *+      !!         .  0 .    .         !
 1995.4!                              *+      !!         .   0.    .         !
 1996.1!                             *+       !!         .  0 .    .         !
 1996.2!                             + *      !!         .    .   0.         !
 1996.3!                               +      !!         .    0    .         !
 1996.4!                               +  *   !!         .    .   0.         !
 1997.1!                                 +*   !!         .    0    .         !
 1997.2!                                 +  * !!         .    .   0.         !
 1997.3!                                  +   !!         .    0    .         !
 1997.4!                                 + *  !!         .    .  0 .         !
 1998.1!                                  +  *!!         .    .   0.         !
 1998.2!                                   + *!!         .    .   0.         !
 1998.3!                                   + *!!         .    .  0 .         !
 1998.4!                                   +  *!         .    .  0 .         !
 1999.1!                                    + *!         .    .  0 .         !
 1999.2!                                    + *!         .    . 0  .         !
 1999.3!                                    +*!!         .    . 0  .         !
 1999.4!                                    + !!         .    0    .         !
 2000.1!                              *    +  !!       0 .    .    .         !
 2000.2!                             +*       !!         .    .0   .         !
 2000.3!                             + *      !!         .    . 0  .         !
 2000.4!                             *+       !!         .  0 .    .         !
 2001.1!                            +   *     !!         .    .    .0        !
 2001.2!                               +      !!         .    0    .         !
 2001.3!                               +      !!         .    .0   .         !
 2001.4!                              +  *    !!         .    .   0.         !
 2002.1!                             *  +     !!         . 0  .    .         !
 2002.2!                             +   *    !!         .    .    .0        !
 2002.3!                             *  +     !!         .0   .    .         !
 2002.4!                             +        !!         .    0    .         !
 2003.1!                             +*       !!         .    . 0  .         !
 2003.2!                             *+       !!         .   0.    .         !
 2003.3!                             +*       !!         .    .0   .         !
 2003.4!                              +       !!         .    .0   .         !
 2004.1!                              + *     !!         .    .  0 .         !
 2004.2!                                +     !!         .    .0   .         !
 2004.3!                                +     !!         .    0    .         !
 2004.4!                                +*    !!         .    .0   .         !
 2005.1!                                *+    !!         .   0.    .         !
 2005.2!                                +     !!         .    0    .         !
 2005.3!                               +      !!         .    0    .         !
 2005.4!                               +*     !!         .    .0   .         !
 2006.1!                             *  +     !!         .0   .    .         !
 2006.2!                              +       !!         .    0    .         !
 2006.3!                            * +       !!         .  0 .    .         !
 2006.4!                            *+        !!         .   0.    .         !
 2007.1!                            + *       !!         .    . 0  .         !
 2007.2!                              +       !!         .    0    .         !
 2007.3!                              +       !!         .    0    .         !
 2007.4!                              +       !!         .    0    .         !
 2008.1!                             *+       !!         . 0  .    .         !
 2008.2!                             +  *     !!         .    .   0.         !
 2008.3!                               *+     !!         .   0.    .         !
 2008.4!                             * +      !!         . 0  .    .         !
 2009.1!                             +*       !!         .    .0   .         !
 2009.2!                             + *      !!         .    .  0 .         !
 2009.3!                              *+      !!         .   0.    .         !
 2009.4!                               + *    !!         .    .   0.         !
 2010.1!                                *+    !!         .   0.    .         !
 2010.2!                                +   * !!         .    .    0         !
 2010.3!                                  *+  !!         .  0 .    .         !
 2010.4!                                  +   !!         .    .0   .         !
 2011.1!                                *+    !!         .  0 .    .         !
 2011.2!                                + *   !!         .    . 0  .         !
 2011.3!                              *   +   !!         0    .    .         !
 2011.4!                              + *     !!         .    . 0  .         !
 2012.1!                               + *    !!         .    .  0 .         !
 2012.2!                                 +*   !!         .    .0   .         !
 2012.3!                                *+    !!         .    0    .         !
 2012.4!                                + *   !!         .    . 0  .         !


     23.88 percent of the residuals exceed 1 SE
      5.97 percent of the residuals exceed 2 SE
@EQ  2775 LAAPESI C LAPESI(-1) PPESI;SMPL 1985.3 2012.4;OLS;EST 2775 PLOT=0;EN
@@EQ 2776 LAATUSI C LATUSI(-1) PTUSI;SMPL 1994.3 2012.4;OLS;EST 2776 PLOT=0;EN
@EQ  2777 LAAPDSI C LAPDSI(-1) PPDSI;SMPL 1985.3 2012.4;OLS;EST 2777 PLOT=0;EN
@@EQ 2778 LAARUSI C LARUSI(-1) PRUSI;SMPL 1992.3 2012.4;OLS;EST 2778 PLOT=0;EN
@@EQ 2779 LAAUESI C LAUESI(-1) PUESI;SMPL 1994.3 2012.4;OLS;EST 2779 PLOT=0;EN
@EQ  2780 LAAEGSI C LAEGSI(-1) PEGSI;SMPL 1981.3 2012.4;OLS;EST 2780 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PISSI=ISPX$/SIPMM;                                                      
 GENR LAAISSI=LOG(AAISSI+.00001);                                             
 GENR LAISSI=LOG(AISSI+.00001);                                               
 LHS AAISSI=EXP(LAAISSI)-.00001;                                              
  EQ 2781 LAAISSI C LAISSI(-1) PISSI;                                         
EQUATION 1520  LAAISSI  
   RHS     C  LAISSI(-1)  PISSI  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1520 PLOT=0;END;                                                     

Equation number = 1520
**********************

Dependent variable = LAAISSI 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -6.006581798

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.805617593       0.243798192  -3.30444     1.000000
14969 LAISSI  ( -1)       0.831852678       0.039682156  20.96289    -6.001828
14967 PISSI   (  0)      -0.178960789       0.125165323  -1.42980     1.164096

SE of equation            =     0.243319052
Sum of squared residuals  =  10.7751573       0.228457253E-10
Average absolute error    =     0.180700355
Sum of ABS residuals      =  33.4295657    
R squared                 =   0.73083
Durbin-Watson statistic   =   2.64580
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!                           +  *       !!           .  . 0.           !
 1967.1!                          +        *  !!           .  .  .   0       !
 1967.2!                                +  *  !!           .  . 0.           !
 1967.3!                                + *   !!           .  .0 .           !
 1967.4!                               +  *   !!           .  . 0.           !
 1968.1!                               *+     !!           . 0.  .           !
 1968.2!                            + *       !!           .  .0 .           !
 1968.3!                            +*        !!           .  .0 .           !
 1968.4!                           +*         !!           .  .0 .           !
 1969.1!                    *     +           !!         0 .  .  .           !
 1969.2!                   *+                 !!           . 0.  .           !
 1969.3!                *  +                  !!           .0 .  .           !
 1969.4!               * +                    !!           . 0.  .           !
 1970.1!                +                     !!           .  0  .           !
 1970.2!               * +                    !!           .0 .  .           !
 1970.3!               *+                     !!           . 0.  .           !
 1970.4!             *  +                     !!           0  .  .           !
 1971.1!              +                    *  !!           .  .  .           0
 1971.2!                                 +*   !!           .  .0 .           !
 1971.3!                                + *   !!           .  .0 .           !
 1971.4!                                +*    !!           .  .0 .           !
 1972.1!                                +     *!           .  .  . 0         !
 1972.2!                                   +* !!           .  .0 .           !
 1972.3!                                  +*  !!           .  .0 .           !
 1972.4!                                *+    !!           . 0.  .           !
 1973.1!                              + *     !!           .  .0 .           !
 1973.2!                             +  *     !!           .  . 0.           !
 1973.3!                             +       *!!           .  .  .  0        !
 1973.4!                               *  +   !!           .0 .  .           !
 1974.1!                             +     *  !!           .  .  .0          !
 1974.2!                             *  +     !!           .0 .  .           !
 1974.3!                            +  *      !!           .  .  0           !
 1974.4!                             +        !!           . 0.  .           !
 1975.1!                           +  *       !!           .  . 0.           !
 1975.2!                            + *       !!           .  . 0.           !
 1975.3!                          * +         !!           .0 .  .           !
 1975.4!                        +        *    !!           .  .  .   0       !
 1976.1!                           *   +      !!           0  .  .           !
 1976.2!                         +         *  !!           .  .  .   0       !
 1976.3!                         *      +     !!         0 .  .  .           !
 1976.4!                       + *            !!           .  .0 .           !
 1977.1!                        +  *          !!           .  . 0.           !
 1977.2!                   *     +            !!          0.  .  .           !
 1977.3!                  +      *            !!           .  .  . 0         !
 1977.4!                       +              !!           .  0  .           !
 1978.1!                  *  +                !!           .0 .  .           !
 1978.2!             *   +                    !!           0  .  .           !
 1978.3!     *       +                        !!         0 .  .  .           !
 1978.4!      +        *                      !!           .  .  .   0       !
 1979.1!           *  +                       !!           0  .  .           !
 1979.2!           +         *                !!           .  .  .    0      !
 1979.3!                    +                 !!           .  0  .           !
 1979.4!                *  +                  !!           .0 .  .           !
 1980.1!                +       *             !!           .  .  .  0        !
 1980.2!                    * +               !!           . 0.  .           !
 1980.3!                   +     *            !!           .  .  . 0         !
 1980.4!                      *+              !!           . 0.  .           !
 1981.1!                *    +                !!          0.  .  .           !
 1981.2!               +                      !!           .  0  .           !
 1981.3!           *  +                       !!           0  .  .           !
 1981.4!           +                          !!           .  0  .           !
 1982.1!            +*                        !!           .  .0 .           !
 1982.2!         *   +                        !!           0  .  .           !
 1982.3!      *   +                           !!           0  .  .           !
 1982.4!        +     *                       !!           .  .  .0          !
 1983.1!        *     +                       !!          0.  .  .           !
 1983.2!         +           *                !!           .  .  .     0     !
 1983.3!               *    +                 !!          0.  .  .           !
 1983.4!               +       *              !!           .  .  .  0        !
 1984.1!                *     +               !!          0.  .  .           !
 1984.2!             *   +                    !!           .0 .  .           !
 1984.3!          *   +                       !!           0  .  .           !
 1984.4!           +      *                   !!           .  .  . 0         !
 1985.1!                  + *                 !!           .  . 0.           !
 1985.2!                   *+                 !!           . 0.  .           !
 1985.3!                   +*                 !!           .  .0 .           !
 1985.4!                *   +                 !!           0  .  .           !
 1986.1!          *     +                     !!         0 .  .  .           !
 1986.2!           +                          !!           .  0  .           !
 1986.3!            +                         !!           .  0  .           !
 1986.4!           * +                        !!           .0 .  .           !
 1987.1!         *  +                         !!           .0 .  .           !
 1987.2!           +  *                       !!           .  . 0.           !
 1987.3!     *        +                       !!       0   .  .  .           !
 1987.4*       +                              !!        0  .  .  .           !
 1988.1!  +         *                         !!           .  .  .   0       !
 1988.2!     *       +                        !!        0  .  .  .           !
 1988.3!   *   +                              !!           0  .  .           !
 1988.4!     +    *                           !!           .  .  .0          !
 1989.1!        *   +                         !!           .0 .  .           !
 1989.2!          +                           !!           .  0  .           !
 1989.3!    *      +                          !!         0 .  .  .           !
 1989.4!      +           *                   !!           .  .  .     0     !
 1990.1!         *       +                    !!        0  .  .  .           !
 1990.2!         +  *                         !!           .  . 0.           !
 1990.3!             +*                       !!           .  .0 .           !
 1990.4!       *       +                      !!         0 .  .  .           !
 1991.1!      *  +                            !!           .0 .  .           !
 1991.2!      *+                              !!           . 0.  .           !
 1991.3!  *    +                              !!          0.  .  .           !
 1991.4!     +                                !!           .  .0 .           !
 1992.1!       +    *                         !!           .  .  .0          !
 1992.2!          *  +                        !!           .0 .  .           !
 1992.3!        *  +                          !!           .0 .  .           !
 1992.4!         +  *                         !!           .  . 0.           !
 1993.1!            *+                        !!           .  0  .           !
 1993.2!     *       +                        !!        0  .  .  .           !
 1993.3!     *+                               !!           . 0.  .           !
 1993.4!       +                              !!           .  0  .           !
 1994.1!         +  *                         !!           .  . 0.           !
 1994.2!   *         +                        !!       0   .  .  .           !
 1994.3!     *+                               !!           . 0.  .           !
 1994.4!       +  *                           !!           .  . 0.           !
 1995.1!         * +                          !!           .0 .  .           !
 1995.2!        * +                           !!           .0 .  .           !
 1995.3!         *+                           !!           .  0  .           !
 1995.4!           +                          !!           .  0  .           !
 1996.1!       *     +                        !!         0 .  .  .           !
 1996.2!        +   *                         !!           .  .  0           !
 1996.3!         *   +                        !!           0  .  .           !
 1996.4!          +   *                       !!           .  .  0           !
 1997.1!               +*                     !!           .  .0 .           !
 1997.2!               *+                     !!           . 0.  .           !
 1997.3!               +                      !!           .  0  .           !
 1997.4!              *+                      !!           . 0.  .           !
 1998.1!          *   +                       !!           0  .  .           !
 1998.2!       *   +                          !!           0  .  .           !
 1998.3!        +*                            !!           .  .0 .           !
 1998.4!          +    *                      !!           .  .  0           !
 1999.1!               +                      !!           .  0  .           !
 1999.2!               +*                     !!           .  0  .           !
 1999.3!              * +                     !!           . 0.  .           !
 1999.4!              + *                     !!           .  . 0.           !
 2000.1!                +  *                  !!           .  . 0.           !
 2000.2!                  +*                  !!           .  .0 .           !
 2000.3!                  +                   !!           .  0  .           !
 2000.4!                  +                   !!           .  .0 .           !
 2001.1!                  +*                  !!           .  .0 .           !
 2001.2!                 *+                   !!           . 0.  .           !
 2001.3!                *+                    !!           . 0.  .           !
 2001.4!                +                     !!           .  0  .           !
 2002.1!                +  *                  !!           .  . 0.           !
 2002.2!                  + *                 !!           .  .0 .           !
 2002.3!             *     +                  !!         0 .  .  .           !
 2002.4!              +   *                   !!           .  .  0           !
 2003.1!                 +                    !!           .  0  .           !
 2003.2!                 +                    !!           .  0  .           !
 2003.3!             *   +                    !!           0  .  .           !
 2003.4!              +    *                  !!           .  .  .0          !
 2004.1!                  +                   !!           .  0  .           !
 2004.2!                  +  *                !!           .  .  0           !
 2004.3!               *     +                !!          0.  .  .           !
 2004.4!               + *                    !!           .  .0 .           !
 2005.1!                *+                    !!           . 0.  .           !
 2005.2!               *+                     !!           . 0.  .           !
 2005.3!            *  +                      !!           .0 .  .           !
 2005.4!             +    *                   !!           .  .  .0          !
 2006.1!                *+                    !!           . 0.  .           !
 2006.2!             *  +                     !!           .0 .  .           !
 2006.3!              + *                     !!           .  .0 .           !
 2006.4!             *  +                     !!           .0 .  .           !
 2007.1!              +*                      !!           .  .0 .           !
 2007.2!          *    +                      !!          0.  .  .           !
 2007.3!          *+                          !!           .  0  .           !
 2007.4!           + *                        !!           .  .0 .           !
 2008.1!            *+                        !!           . 0.  .           !
 2008.2!            +                         !!           .  0  .           !
 2008.3!           *+                         !!           . 0.  .           !
 2008.4!            +  *                      !!           .  . 0.           !
 2009.1!           *   +                      !!           .0 .  .           !
 2009.2!            + *                       !!           .  . 0.           !
 2009.3!              +                       !!           .  0  .           !
 2009.4!              +  *                    !!           .  . 0.           !
 2010.1!               *+                     !!           . 0.  .           !
 2010.2!            *  +                      !!           .0 .  .           !
 2010.3!             +                        !!           .  0  .           !
 2010.4!             +                        !!           .  0  .           !
 2011.1!          *  +                        !!           0  .  .           !
 2011.2!           +                          !!           .  0  .           !
 2011.3!     *      +                         !!         0 .  .  .           !
 2011.4!       +    *                         !!           .  .  .0          !
 2012.1!          * +                         !!           .0 .  .           !
 2012.2!          +  *                        !!           .  . 0.           !
 2012.3!            *+                        !!           . 0.  .           !
 2012.4!            + *                       !!           .  . 0.           !


     25.41 percent of the residuals exceed 1 SE
      5.41 percent of the residuals exceed 2 SE
@EQ  2782 LAAKESI C LAKESI(-1) PKESI;SMPL 1966.4 2012.4;OLS;EST 2782 PLOT=0;EN
@EQ  2783 LAABASI C LABASI(-1) PBASI;SMPL 1972.3 2012.4;OLS;EST 2783 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKSI=HKPX$/SIPMM;                                                      
 GENR LAAHKSI=LOG(AAHKSI+.00001);                                             
 GENR LAHKSI=LOG(AHKSI+.00001);                                               
 LHS AAHKSI=EXP(LAAHKSI)-.00001;                                              
  EQ 2784 LAAHKSI C LAHKSI(-1) PHKSI;                                         
EQUATION 1521  LAAHKSI  
   RHS     C  LAHKSI(-1)  PHKSI  
 SMPL 1966.4 2012.4;                                                          
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
 OLS;EST 1521 PLOT=0;END;                                                     

Equation number = 1521
**********************

Dependent variable = LAAHKSI 

 1966.4 -   2012.4,    0 missing obs.,  185 obs. used.

Mean of dependent variable       -3.489572614

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.640729495       0.139669352  -4.58747     1.000000
14972 LAHKSI  ( -1)       0.792984939       0.044017324  18.01529    -3.487466
14970 PHKSI   (  0)      -0.048370253       0.014400992  -3.35881     1.722851

SE of equation            =     0.086829675
Sum of squared residuals  =  1.37216943      -0.692912394E-10
Average absolute error    =     0.062456183
Sum of ABS residuals      =  11.5543939    
R squared                 =   0.78528
Durbin-Watson statistic   =   2.01788
SMPL and No. Obs.         = 1966.4   2012.4    185

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.4!                        + *           !!           .  .0 .           !
 1967.1!                      +    *          !!           .  .  0           !
 1967.2!                         +            !!           .  0  .           !
 1967.3!                        +             !!           .  0  .           !
 1967.4!                       +*             !!           .  .0 .           !
 1968.1!                      *+              !!           . 0.  .           !
 1968.2!                    *+                !!           . 0.  .           !
 1968.3!                   +                  !!           .  0  .           !
 1968.4!                * +                   !!           . 0.  .           !
 1969.1!                +             *       !!           .  .  .      0    !
 1969.2!                        *   +         !!           0  .  .           !
 1969.3!                   *   +              !!           0  .  .           !
 1969.4!                *  +                  !!           .0 .  .           !
 1970.1!                 +         *          !!           .  .  .    0      !
 1970.2!                       *  +           !!           .0 .  .           !
 1970.3!                      *+              !!           . 0.  .           !
 1970.4!                 *    +               !!          0.  .  .           !
 1971.1!                  +     *             !!           .  .  .0          !
 1971.2!                     * +              !!           . 0.  .           !
 1971.3!                   * +                !!           .0 .  .           !
 1971.4!                   +                  !!           .  0  .           !
 1972.1!                   +                  !!           .  0  .           !
 1972.2!               *   +                  !!           0  .  .           !
 1972.3!          *    +                      !!          0.  .  .           !
 1972.4!       *    +                         !!          0.  .  .           !
 1973.1!         +*                           !!           .  0  .           !
 1973.2! *        +                           !!       0   .  .  .           !
 1973.3!  +      *                            !!           .  .  . 0         !
 1973.4!      *  +                            !!           .0 .  .           !
 1974.1!     * +                              !!           .0 .  .           !
 1974.2! *    +                               !!           0  .  .           !
 1974.3!*  +                                  !!           .0 .  .           !
 1974.4*  +                                   !!           0  .  .           !
 1975.1!    +                   *             !!           .  .  .           0
 1975.2!                       + *            !!           .  .0 .           !
 1975.3!                        +  *          !!           .  . 0.           !
 1975.4!                       *  +           !!           .0 .  .           !
 1976.1!                    *  +              !!           .0 .  .           !
 1976.2!                 *  +                 !!           0  .  .           !
 1976.3!                 + *                  !!           .  .0 .           !
 1976.4!                  + *                 !!           .  .0 .           !
 1977.1!                    +                 !!           .  .0 .           !
 1977.2!                   *+                 !!           .  0  .           !
 1977.3!                 * +                  !!           .0 .  .           !
 1977.4!                 +   *                !!           .  .  0           !
 1978.1!                    +  *              !!           .  . 0.           !
 1978.2!                      +               !!           .  0  .           !
 1978.3!                     +*               !!           .  0  .           !
 1978.4!                      +*              !!           .  .0 .           !
 1979.1!                       +              !!           .  0  .           !
 1979.2!                       +    *         !!           .  .  .0          !
 1979.3!                       *   +          !!           0  .  .           !
 1979.4!                    *  +              !!           .0 .  .           !
 1980.1!                     +*               !!           .  0  .           !
 1980.2!                      + *             !!           .  . 0.           !
 1980.3!                        + *           !!           .  . 0.           !
 1980.4!                      *  +            !!           0  .  .           !
 1981.1!                      +*              !!           .  .0 .           !
 1981.2!                    *  +              !!           0  .  .           !
 1981.3!                   *+                 !!           . 0.  .           !
 1981.4!                    +*                !!           .  .0 .           !
 1982.1!                     *+               !!           . 0.  .           !
 1982.2!                    *+                !!           . 0.  .           !
 1982.3!                  *  +                !!           .0 .  .           !
 1982.4!                   +    *             !!           .  .  .0          !
 1983.1!                        +*            !!           .  0  .           !
 1983.2!                        *+            !!           . 0.  .           !
 1983.3!                        +             !!           .  0  .           !
 1983.4!                        +*            !!           .  .0 .           !
 1984.1!                          + *         !!           .  . 0.           !
 1984.2!                           +          !!           . 0.  .           !
 1984.3!                    *     +           !!         0 .  .  .           !
 1984.4!                  *  +                !!           .0 .  .           !
 1985.1!                 *  +                 !!           .0 .  .           !
 1985.2!                   +   *              !!           .  .  0           !
 1985.3!                        + *           !!           .  .0 .           !
 1985.4!                          +           !!           .  0  .           !
 1986.1!                        * +           !!           .0 .  .           !
 1986.2!                        + *           !!           .  .0 .           !
 1986.3!                         +  *         !!           .  . 0.           !
 1986.4!                          *+          !!           . 0.  .           !
 1987.1!                          +    *      !!           .  .  .0          !
 1987.2!                              +   *   !!           .  .  0           !
 1987.3!                              * +     !!           .0 .  .           !
 1987.4!                              +*      !!           .  .0 .           !
 1988.1!                               +      *!           .  .  . 0         !
 1988.2!                                   *+ !!           . 0.  .           !
 1988.3!                                 +    !!           .  0  .           !
 1988.4!                                +  *  !!           .  .  0           !
 1989.1!                                  +  *!!           .  .  0           !
 1989.2!                                   +  !!           .  0  .           !
 1989.3!                                  +   !!           .  0  .           !
 1989.4!                                 +    !!           .  .0 .           !
 1990.1!                                +   * !!           .  .  0           !
 1990.2!                                  +   !!           .  0  .           !
 1990.3!                                +*    !!           .  0  .           !
 1990.4!                                +   * !!           .  .  0           !
 1991.1!                              *   +   !!           0  .  .           !
 1991.2!                             +*       !!           .  .0 .           !
 1991.3!                             *+       !!           .  0  .           !
 1991.4!                             + *      !!           .  . 0.           !
 1992.1!                              +    *  !!           .  .  0           !
 1992.2!                                 +    !!           .  0  .           !
 1992.3!                             *  +     !!           .0 .  .           !
 1992.4!                             + *      !!           .  . 0.           !
 1993.1!                              +       *!           .  .  .  0        !
 1993.2!                                 *  + !!           .0 .  .           !
 1993.3!                             *  +     !!           .0 .  .           !
 1993.4!                             +*       !!           .  .0 .           !
 1994.1!                             + *      !!           .  .0 .           !
 1994.2!                              +*      !!           .  0  .           !
 1994.3!                              + *     !!           .  . 0.           !
 1994.4!                               +  *   !!           .  . 0.           !
 1995.1!                                 +  * !!           .  .  0           !
 1995.2!                                   +  !!           .  0  .           !
 1995.3!                                 *+   !!           . 0.  .           !
 1995.4!                               *+     !!           . 0.  .           !
 1996.1!                              *+      !!           . 0.  .           !
 1996.2!                             +  *     !!           .  . 0.           !
 1996.3!                              *+      !!           .  0  .           !
 1996.4!                              +*      !!           .  .0 .           !
 1997.1!                            * +       !!           .0 .  .           !
 1997.2!                            +         !!           .  0  .           !
 1997.3!                            + *       !!           .  . 0.           !
 1997.4!                           *  +       !!           .0 .  .           !
 1998.1!                           +          !!           .  0  .           !
 1998.2!                           + *        !!           .  .0 .           !
 1998.3!                         *  +         !!           .0 .  .           !
 1998.4!                          + *         !!           .  . 0.           !
 1999.1!                            +   *     !!           .  .  0           !
 1999.2!                             * +      !!           .0 .  .           !
 1999.3!                          *  +        !!           .0 .  .           !
 1999.4!                          + *         !!           .  .0 .           !
 2000.1!                            +   *     !!           .  .  .0          !
 2000.2!                            *  +      !!           .0 .  .           !
 2000.3!                            +         !!           .  0  .           !
 2000.4!                        *   +         !!           0  .  .           !
 2001.1!                         +*           !!           .  .0 .           !
 2001.2!                        * +           !!           .0 .  .           !
 2001.3!                      *  +            !!           .0 .  .           !
 2001.4!                       *+             !!           .  0  .           !
 2002.1!                        +    *        !!           .  .  .0          !
 2002.2!                          *  +        !!           .0 .  .           !
 2002.3!                         * +          !!           . 0.  .           !
 2002.4!                          + *         !!           .  . 0.           !
 2003.1!                            +  *      !!           .  . 0.           !
 2003.2!                               +      !!           .  0  .           !
 2003.3!                               + *    !!           .  . 0.           !
 2003.4!                                +     !!           .  0  .           !
 2004.1!                                +   * !!           .  .  0           !
 2004.2!                                  +*  !!           .  .0 .           !
 2004.3!                                 *+   !!           . 0.  .           !
 2004.4!                                + *   !!           .  .0 .           !
 2005.1!                                 +  * !!           .  . 0.           !
 2005.2!                                   +  !!           .  0  .           !
 2005.3!                             *    +   !!           0  .  .           !
 2005.4!                             +*       !!           .  .0 .           !
 2006.1!                              +*      !!           .  0  .           !
 2006.2!                             * +      !!           .0 .  .           !
 2006.3!                             +        !!           .  0  .           !
 2006.4!                             +        !!           .  0  .           !
 2007.1!                             *+       !!           .  0  .           !
 2007.2!                            * +       !!           . 0.  .           !
 2007.3!                           *+         !!           . 0.  .           !
 2007.4!                         * +          !!           .0 .  .           !
 2008.1!                          +   *       !!           .  .  0           !
 2008.2!                           *  +       !!           0  .  .           !
 2008.3!                      *     +         !!          0.  .  .           !
 2008.4!                        +             !!           .  0  .           !
 2009.1!                       * +            !!           . 0.  .           !
 2009.2!                      * +             !!           .0 .  .           !
 2009.3!                  *     +             !!          0.  .  .           !
 2009.4!                  *  +                !!           .0 .  .           !
 2010.1!                    +                 !!           .  0  .           !
 2010.2!                      +*              !!           .  0  .           !
 2010.3!                      * +             !!           . 0.  .           !
 2010.4!                    *   +             !!           0  .  .           !
 2011.1!                      + *             !!           .  .0 .           !
 2011.2!                    *    +            !!          0.  .  .           !
 2011.3!                *     +               !!         0 .  .  .           !
 2011.4!                 * +                  !!           .0 .  .           !
 2012.1!                *  +                  !!           .0 .  .           !
 2012.2!                  *+                  !!           . 0.  .           !
 2012.3!                *   +                 !!           0  .  .           !
 2012.4!             *     +                  !!         0 .  .  .           !


     23.78 percent of the residuals exceed 1 SE
      3.24 percent of the residuals exceed 2 SE
@@EQ 2785 LAAVISI C LAVISI(-1) PVISI;SMPL 1993.1 2012.4;OLS;EST 2785 PLOT=0;EN
@@EQ 2786 LAANISI C LANISI(-1) PNISI;SMPL 2002.3 2012.4;OLS;EST 2786 PLOT=0;EN
@@EQ 2787 LAAALSI C LAALSI(-1) PALSI;SMPL 2010.4 2012.4;OLS;EST 2787 PLOT=0;EN
@@EQ 2788 LAAIASI C LAIASI(-1) PIASI;SMPL 1966.4 2012.4;OLS;EST 2788 PLOT=0;EN
@@EQ 2789 LAAINSI C LAINSI(-1) PINSI;SMPL 2012.3 2012.4;OLS;EST 2789 PLOT=0;EN
@@EQ 2790 LAAIQSI C LAIQSI(-1) PIQSI;SMPL 2012.3 2012.4;OLS;EST 2790 PLOT=0;EN
@@EQ 2791 LAAKUSI C LAKUSI(-1) PKUSI;SMPL 1991.4 2012.4;OLS;EST 2791 PLOT=0;EN
@@EQ 2792 LAALISI C LALISI(-1) PLISI;SMPL 2012.3 2012.4;OLS;EST 2792 PLOT=0;EN
@@EQ 2793 LAAUASI C LAUASI(-1) PUASI;SMPL 1981.3 2012.4;OLS;EST 2793 PLOT=0;EN
@EQ  2794 LAAUSVI C LAUSVI(-1) PUSVI;SMPL 1981.4 2012.4;OLS;EST 2794 PLOT=0;EN
@EQ  2795 LAACAVI C LACAVI(-1) PCAVI;SMPL 1987.4 2012.4;OLS;EST 2795 PLOT=0;EN
@EQ  2796 LAAJAVI C LAJAVI(-1) PJAVI;SMPL 1966.1 2012.4;OLS;EST 2796 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUVI=AUPX$/VIPMM;                                                      
 GENR LAAAUVI=LOG(AAAUVI+.00001);                                             
 GENR LAAUVI=LOG(AAUVI+.00001);                                               
 LHS AAAUVI=EXP(LAAAUVI)-.00001;                                              
  EQ 2797 LAAAUVI C LAAUVI(-1) PAUVI;                                         
EQUATION 1522  LAAAUVI  
   RHS     C  LAAUVI(-1)  PAUVI  
 SMPL 1989.4 2012.4;                                                          
Sample period is now  1989.4 to  2012.4 Internally:   152 to   244
 OLS;EST 1522 PLOT=0;END;                                                     

Equation number = 1522
**********************

Dependent variable = LAAAUVI 

 1989.4 -   2012.4,    0 missing obs.,   93 obs. used.

Mean of dependent variable       -6.077026078

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.014276200       0.672503227  -2.99519     1.000000
14975 LAAUVI  ( -1)       0.459319040       0.090486713   5.07609    -6.082115
14973 PAUVI   (  0)      -1.294183536       0.591852020  -2.18667     0.980633

SE of equation            =     0.503204355
Sum of squared residuals  =  22.7893160      -0.199804617E-10
Average absolute error    =     0.368483730
Sum of ABS residuals      =  34.2689869    
R squared                 =   0.31178
Durbin-Watson statistic   =   1.82284
SMPL and No. Obs.         = 1989.4   2012.4     93

Plot of actual(*) and fitted(+) values and residuals(0)


 1989.4!      +                    *          !!          .   .   .        0 !
 1990.1!                   +                  !!          .   0   .          !
 1990.2!               + *                    !!          .   .0  .          !
 1990.3!              +     *                 !!          .   .   0          !
 1990.4!              +                       *!          .   .   .          0
 1991.1!                       +    *         !!          .   .  0.          !
 1991.2!                   +  *               !!          .   . 0 .          !
 1991.3!      *          +                    !!       0  .   .   .          !
 1991.4!          +    *                      !!          .   .  0.          !
 1992.1!       *     +                        !!          0   .   .          !
 1992.2!*         +                           !!        0 .   .   .          !
 1992.3!*     +                               !!          0   .   .          !
 1992.4!   *   +                              !!          .0  .   .          !
 1993.1*         +                            !!        0 .   .   .          !
 1993.2!       +    *                         !!          .   .  0.          !
 1993.3!              +         *             !!          .   .   . 0        !
 1993.4!                   +      *           !!          .   .   .0         !
 1994.1!                    +*                !!          .   0   .          !
 1994.2!            *    +                    !!          .0  .   .          !
 1994.3!      *      +                        !!          0   .   .          !
 1994.4!        * +                           !!          .  0.   .          !
 1995.1!        * +                           !!          . 0 .   .          !
 1995.2!     *   +                            !!          . 0 .   .          !
 1995.3!     *  +                             !!          . 0 .   .          !
 1995.4!    *   +                             !!          .0  .   .          !
 1996.1!       +    *                         !!          .   .  0.          !
 1996.2!           +*                         !!          .   .0  .          !
 1996.3!           +*                         !!          .   0   .          !
 1996.4!           + *                        !!          .   . 0 .          !
 1997.1!             +*                       !!          .   .0  .          !
 1997.2!              + *                     !!          .   .0  .          !
 1997.3!               +*                     !!          .   .0  .          !
 1997.4!              +*                      !!          .   .0  .          !
 1998.1!            +*                        !!          .   .0  .          !
 1998.2!            +   *                     !!          .   .  0.          !
 1998.3!             +   *                    !!          .   .  0.          !
 1998.4!             +      *                 !!          .   .   0          !
 1999.1!               +  *                   !!          .   . 0 .          !
 1999.2!             * +                      !!          .  0.   .          !
 1999.3!          *  +                        !!          . 0 .   .          !
 1999.4!            +                  *      !!          .   .   .       0  !
 2000.1!           *           +              !!       0  .   .   .          !
 2000.2!              +  *                    !!          .   . 0 .          !
 2000.3!        *        +                    !!        0 .   .   .          !
 2000.4!         *   +                        !!          .0  .   .          !
 2001.1!             +*                       !!          .   .0  .          !
 2001.2!              *+                      !!          .  0.   .          !
 2001.3!             * +                      !!          .  0.   .          !
 2001.4!              +         *             !!          .   .   . 0        !
 2002.1!                   +   *              !!          .   . 0 .          !
 2002.2!           *      +                   !!         0.   .   .          !
 2002.3!            + *                       !!          .   .0  .          !
 2002.4!             +     *                  !!          .   .   0          !
 2003.1!        *      +                      !!          0   .   .          !
 2003.2!       * +                            !!          .  0.   .          !
 2003.3!         +*                           !!          .   .0  .          !
 2003.4!         +  *                         !!          .   .0  .          !
 2004.1!          +                           !!          .   0   .          !
 2004.2!      *   +                           !!          . 0 .   .          !
 2004.3!  *     +                             !!          0   .   .          !
 2004.4!     +         *                      !!          .   .   . 0        !
 2005.1!      *    +                          !!          .0  .   .          !
 2005.2!     * +                              !!          .  0.   .          !
 2005.3! *      +                             !!          0   .   .          !
 2005.4!      +  *                            !!          .   . 0 .          !
 2006.1!     *   +                            !!          .0  .   .          !
 2006.2!    *  +                              !!          . 0 .   .          !
 2006.3!      + *                             !!          .   .0  .          !
 2006.4!        +      *                      !!          .   .   0          !
 2007.1!           +                          !!          .   0   .          !
 2007.2!        *+                            !!          .  0.   .          !
 2007.3!  *    +                              !!          .0  .   .          !
 2007.4!    +  *                              !!          .   . 0 .          !
 2008.1!   *  +                               !!          . 0 .   .          !
 2008.2!    +     *                           !!          .   .   0          !
 2008.3!        +                             !!          .   0   .          !
 2008.4!        +*                            !!          .   .0  .          !
 2009.1!    *   +                             !!          . 0 .   .          !
 2009.2!   *  +                               !!          . 0 .   .          !
 2009.3!     +         *                      !!          .   .   . 0        !
 2009.4!   *      +                           !!          0   .   .          !
 2010.1!      +*                              !!          .   .0  .          !
 2010.2!   *     +                            !!          .0  .   .          !
 2010.3!     * +                              !!          .  0.   .          !
 2010.4!       + *                            !!          .   .0  .          !
 2011.1!       * +                            !!          . 0 .   .          !
 2011.2!        +                             !!          .   0   .          !
 2011.3!  *      +                            !!          0   .   .          !
 2011.4*      +                               !!          0   .   .          !
 2012.1!    *+                                !!          .  0.   .          !
 2012.2!   *    +                             !!          .0  .   .          !
 2012.3!       +                              !!          .   0   .          !
 2012.4!   *     +                            !!          0   .   .          !


     23.66 percent of the residuals exceed 1 SE
      3.23 percent of the residuals exceed 2 SE
@EQ  2798 LAAFRVI C LAFRVI(-1) PFRVI;SMPL 1966.1 2012.4;OLS;EST 2798 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEVI=GEPX$/VIPMM;                                                      
 GENR LAAGEVI=LOG(AAGEVI+.00001);                                             
 GENR LAGEVI=LOG(AGEVI+.00001);                                               
 LHS AAGEVI=EXP(LAAGEVI)-.00001;                                              
  EQ 2799 LAAGEVI C LAGEVI(-1) PGEVI;                                         
EQUATION 1523  LAAGEVI  
   RHS     C  LAGEVI(-1)  PGEVI  
 SMPL 1977.3 2012.4;                                                          
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
 OLS;EST 1523 PLOT=0;END;                                                     

Equation number = 1523
**********************

Dependent variable = LAAGEVI 

 1977.3 -   2012.4,    0 missing obs.,  142 obs. used.

Mean of dependent variable       -3.468007964

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.582948261       0.354092521  -4.47044     1.000000
14978 LAGEVI  ( -1)       0.538555266       0.070092473   7.68350    -3.460968
14976 PGEVI   (  0)      -0.023082721       0.278236498  -0.08296     0.915723

SE of equation            =     0.439146290
Sum of squared residuals  =  26.8060755      -0.475752771E-11
Average absolute error    =     0.306062174
Sum of ABS residuals      =  43.4608287    
R squared                 =   0.29812
Durbin-Watson statistic   =   2.02960
SMPL and No. Obs.         = 1977.3   2012.4    142

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.3!             *     +                  !!         0.   .   .          !
 1977.4!             +       *                !!          .   .   .  0       !
 1978.1!                 *+                   !!          .  0.   .          !
 1978.2!               +        *             !!          .   .   .   0      !
 1978.3!                   +       *          !!          .   .   .  0       !
 1978.4!          *          +                !!     0    .   .   .          !
 1979.1!            +      *                  !!          .   .   . 0        !
 1979.2!                +     *               !!          .   .   0          !
 1979.3!                  +         *         !!          .   .   .   0      !
 1979.4!            *        +                !!      0   .   .   .          !
 1980.1!           * +                        !!          .  0.   .          !
 1980.2!            +       *                 !!          .   .   . 0        !
 1980.3!       *         +                    !!      0   .   .   .          !
 1980.4!          +         *                 !!          .   .   .   0      !
 1981.1!                 +                    !!          .   0   .          !
 1981.2!               +     *                !!          .   .   0          !
 1981.3!                 +      *             !!          .   .   .0         !
 1981.4!                *  +                  !!          . 0 .   .          !
 1982.1!              *+                      !!          .  0.   .          !
 1982.2!              +                       !!          .   .0  .          !
 1982.3!         *    +                       !!          0   .   .          !
 1982.4!           +*                         !!          .   .0  .          !
 1983.1*             +                        !!   0      .   .   .          !
 1983.2!     *+                               !!          .  0.   .          !
 1983.3!    *    +                            !!          0   .   .          !
 1983.4!        +     *                       !!          .   .   .0         !
 1984.1!            * +                       !!          .  0.   .          !
 1984.2!             +                        !!          .   .0  .          !
 1984.3!             +*                       !!          .   .0  .          !
 1984.4!             *+                       !!          .  0.   .          !
 1985.1!             +      *                 !!          .   .   .0         !
 1985.2!          *      +                    !!        0 .   .   .          !
 1985.3!   *       +                          !!       0  .   .   .          !
 1985.4!        +  *                          !!          .   .  0.          !
 1986.1!           *+                         !!          .  0.   .          !
 1986.2!          * +                         !!          . 0 .   .          !
 1986.3!           +    *                     !!          .   .  0.          !
 1986.4!             * +                      !!          . 0 .   .          !
 1987.1!             +*                       !!          .   .0  .          !
 1987.2!              +                       !!          .   0   .          !
 1987.3!           *  +                       !!          . 0 .   .          !
 1987.4!            +     *                   !!          .   .   .0         !
 1988.1!                +    *                !!          .   .   .0         !
 1988.2!           *      +                   !!         0.   .   .          !
 1988.3!         *  +                         !!          . 0 .   .          !
 1988.4!           +                          !!          .   0   .          !
 1989.1!            +   *                     !!          .   .  0.          !
 1989.2!             * +                      !!          . 0 .   .          !
 1989.3!            *+                        !!          .  0.   .          !
 1989.4!           * +                        !!          .  0.   .          !
 1990.1!            + *                       !!          .   .0  .          !
 1990.2!             +   *                    !!          .   .  0.          !
 1990.3!               +                 *    !!          .   .   .          0
 1990.4!                        +             *!          .   .   .       0  !
 1991.1!                           + *        !!          .   . 0 .          !
 1991.2!                 *    +               !!          0   .   .          !
 1991.3!           *   +                      !!          0   .   .          !
 1991.4!            +     *                   !!          .   .   .0         !
 1992.1!          *     +                     !!         0.   .   .          !
 1992.2!         *  +                         !!          . 0 .   .          !
 1992.3!     *     +                          !!         0.   .   .          !
 1992.4!        *+                            !!          .  0.   .          !
 1993.1!          +  *                        !!          .   . 0 .          !
 1993.2!            *+                        !!          .  0.   .          !
 1993.3!             +  *                     !!          .   .  0.          !
 1993.4!              *+                      !!          .  0.   .          !
 1994.1!           * +                        !!          . 0 .   .          !
 1994.2!            +                         !!          .   0   .          !
 1994.3!            + *                       !!          .   .0  .          !
 1994.4!            * +                       !!          . 0 .   .          !
 1995.1!            +*                        !!          .   .0  .          !
 1995.2!           * +                        !!          . 0 .   .          !
 1995.3!            +*                        !!          .   .0  .          !
 1995.4!             +                        !!          .   0   .          !
 1996.1!             +                        !!          .   0   .          !
 1996.2!             +  *                     !!          .   .  0.          !
 1996.3!               +                      !!          .   0   .          !
 1996.4!             *+                       !!          .  0.   .          !
 1997.1!             +  *                     !!          .   . 0 .          !
 1997.2!             * +                      !!          .  0.   .          !
 1997.3!            *+                        !!          .  0.   .          !
 1997.4!             +*                       !!          .   .0  .          !
 1998.1!             *+                       !!          .   0   .          !
 1998.2!             + *                      !!          .   .0  .          !
 1998.3!              +   *                   !!          .   .  0.          !
 1998.4!               *+                     !!          .   0   .          !
 1999.1!             *+                       !!          .  0.   .          !
 1999.2!             +                        !!          .   0   .          !
 1999.3!             +*                       !!          .   .0  .          !
 1999.4!            * +                       !!          . 0 .   .          !
 2000.1!            +                         !!          .   0   .          !
 2000.2!           * +                        !!          .  0.   .          !
 2000.3!           *+                         !!          .  0.   .          !
 2000.4!            +*                        !!          .   .0  .          !
 2001.1!             +                        !!          .   0   .          !
 2001.2!             +                        !!          .   0   .          !
 2001.3!             +  *                     !!          .   .  0.          !
 2001.4!               + *                    !!          .   . 0 .          !
 2002.1!              *+                      !!          .  0.   .          !
 2002.2!              +                       !!          .   0   .          !
 2002.3!              +*                      !!          .   .0  .          !
 2002.4!              +  *                    !!          .   . 0 .          !
 2003.1!               +                      !!          .   0   .          !
 2003.2!              +                       !!          .   0   .          !
 2003.3!            * +                       !!          .  0.   .          !
 2003.4!             + *                      !!          .   . 0 .          !
 2004.1!              +                       !!          .   0   .          !
 2004.2!             *+                       !!          .   0   .          !
 2004.3!             +    *                   !!          .   .   0          !
 2004.4!             *  +                     !!          .0  .   .          !
 2005.1!          *  +                        !!          .0  .   .          !
 2005.2!           +*                         !!          .   0   .          !
 2005.3!          * +                         !!          . 0 .   .          !
 2005.4!         *  +                         !!          . 0 .   .          !
 2006.1!           +                          !!          .   0   .          !
 2006.2!        *   +                         !!          .0  .   .          !
 2006.3!           +*                         !!          .   . 0 .          !
 2006.4!            *+                        !!          .  0.   .          !
 2007.1!             +    *                   !!          .   .   .0         !
 2007.2!           *    +                     !!          0   .   .          !
 2007.3!           *+                         !!          .  0.   .          !
 2007.4!            +                         !!          .  0.   .          !
 2008.1!          * +                         !!          . 0 .   .          !
 2008.2!       *   +                          !!          0   .   .          !
 2008.3!          +                           !!          .   0   .          !
 2008.4!          *+                          !!          .  0.   .          !
 2009.1!         *  +                         !!          . 0 .   .          !
 2009.2!           +                          !!          .   0   .          !
 2009.3!         *  +                         !!          .0  .   .          !
 2009.4!           +*                         !!          .   .0  .          !
 2010.1!           * +                        !!          . 0 .   .          !
 2010.2!            +                         !!          .   0   .          !
 2010.3!        *    +                        !!          0   .   .          !
 2010.4!        * +                           !!          . 0 .   .          !
 2011.1!      *    +                          !!          0   .   .          !
 2011.2!          +*                          !!          .   .0  .          !
 2011.3!           *+                         !!          .  0.   .          !
 2011.4!          * +                         !!          .  0.   .          !
 2012.1!      *     +                         !!         0.   .   .          !
 2012.2!      *  +                            !!          . 0 .   .          !
 2012.3!          +*                          !!          .   .0  .          !
 2012.4!            + *                       !!          .   . 0 .          !


     24.65 percent of the residuals exceed 1 SE
      6.34 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITVI=ITPX$/VIPMM;                                                      
 GENR LAAITVI=LOG(AAITVI+.00001);                                             
 GENR LAITVI=LOG(AITVI+.00001);                                               
 LHS AAITVI=EXP(LAAITVI)-.00001;                                              
  EQ 2800 LAAITVI C LAITVI(-1) PITVI;                                         
EQUATION 1524  LAAITVI  
   RHS     C  LAITVI(-1)  PITVI  
 SMPL 1977.3 2012.4;                                                          
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
 OLS;EST 1524 PLOT=0;END;                                                     

Equation number = 1524
**********************

Dependent variable = LAAITVI 

 1977.3 -   2012.4,    0 missing obs.,  142 obs. used.

Mean of dependent variable       -3.962984400

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.137321260       0.302619416  -3.75826     1.000000
14981 LAITVI  ( -1)       0.354497165       0.077540074   4.57179    -3.947998
14979 PITVI   (  0)      -1.724061958       0.362560348  -4.75524     0.827180

SE of equation            =     0.715531376
Sum of squared residuals  =  71.1659358      -0.169908532E-11
Average absolute error    =     0.497644365
Sum of ABS residuals      =  70.6654998    
R squared                 =   0.39523
Durbin-Watson statistic   =   2.21346
SMPL and No. Obs.         = 1977.3   2012.4    142

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.3!                       +           *  !!          .   .   .   0      !
 1977.4!                          +  *        !!          .   . 0 .          !
 1978.1!                        +   *         !!          .   .  0.          !
 1978.2!                        +      *      !!          .   .   0          !
 1978.3!                        +             *!          .   .   .    0     !
 1978.4!                           +          *!          .   .   .  0       !
 1979.1!                          *+          !!          .   0   .          !
 1979.2!                      +          *    !!          .   .   .  0       !
 1979.3!                        +          *  !!          .   .   .  0       !
 1979.4!                        +   *         !!          .   .  0.          !
 1980.1!                      +           *   !!          .   .   .   0      !
 1980.2!                         +    *       !!          .   .  0.          !
 1980.3!                        +       *     !!          .   .   .0         !
 1980.4!                        +   *         !!          .   .  0.          !
 1981.1!               *       +              !!         0.   .   .          !
 1981.2!                   +    *             !!          .   .  0.          !
 1981.3!                      +     *         !!          .   .  0.          !
 1981.4!                        +           * !!          .   .   .   0      !
 1982.1!                       *  +           !!          . 0 .   .          !
 1982.2!                     + *              !!          .   .0  .          !
 1982.3!       *              +               !!    0     .   .   .          !
 1982.4!                +                  *  !!          .   .   .        0 !
 1983.1!                 *        +           !!        0 .   .   .          !
 1983.2!          *         +                 !!       0  .   .   .          !
 1983.3!                 +     *              !!          .   .   0          !
 1983.4!                       +          *   !!          .   .   .   0      !
 1984.1!                *         +           !!        0 .   .   .          !
 1984.2!                     +  *             !!          .   . 0 .          !
 1984.3!     *                 +              !!  0       .   .   .          !
 1984.4!        *        +                    !!         0.   .   .          !
 1985.1!                  +         *         !!          .   .   .  0       !
 1985.2!                         + *          !!          .   .0  .          !
 1985.3!                      * +             !!          .  0.   .          !
 1985.4!                      + *             !!          .   .0  .          !
 1986.1!         *            +               !!     0    .   .   .          !
 1986.2!                 +    *               !!          .   .   0          !
 1986.3!              *     +                 !!          0   .   .          !
 1986.4!                * +                   !!          .  0.   .          !
 1987.1!                  +    *              !!          .   .  0.          !
 1987.2!                     +         *      !!          .   .   .  0       !
 1987.3!                    *   +             !!          . 0 .   .          !
 1987.4!              *    +                  !!          .0  .   .          !
 1988.1!*                +                    !!   0      .   .   .          !
 1988.2!             +           *            !!          .   .   .   0      !
 1988.3*                      +               !0          .   .   .          !
 1988.4!             +             *          !!          .   .   .    0     !
 1989.1!      *              +                !!    0     .   .   .          !
 1989.2!          *    +                      !!          .0  .   .          !
 1989.3!        *       +                     !!         0.   .   .          !
 1989.4!               + *                    !!          .   .0  .          !
 1990.1!            *    +                    !!          .0  .   .          !
 1990.2!             * +                      !!          . 0 .   .          !
 1990.3!           *   +                      !!          .0  .   .          !
 1990.4!             +           *            !!          .   .   .   0      !
 1991.1!               *  +                   !!          .0  .   .          !
 1991.2!                +  *                  !!          .   . 0 .          !
 1991.3!   *              +                   !!     0    .   .   .          !
 1991.4!        *   +                         !!          .0  .   .          !
 1992.1!            *+                        !!          .  0.   .          !
 1992.2!               + *                    !!          .   .0  .          !
 1992.3!              *  +                    !!          . 0 .   .          !
 1992.4!                  + *                 !!          .   .0  .          !
 1993.1!                   *+                 !!          .  0.   .          !
 1993.2!                   +                  !!          .  0.   .          !
 1993.3!              *     +                 !!          0   .   .          !
 1993.4!                  +*                  !!          .   .0  .          !
 1994.1!                    +                 !!          .   0   .          !
 1994.2!                    +                 !!          .   0   .          !
 1994.3!            *       +                 !!         0.   .   .          !
 1994.4!             *    +                   !!          .0  .   .          !
 1995.1!              *   +                   !!          . 0 .   .          !
 1995.2!                  +*                  !!          .   .0  .          !
 1995.3!              *    +                  !!          .0  .   .          !
 1995.4!               * +                    !!          .  0.   .          !
 1996.1!             *   +                    !!          . 0 .   .          !
 1996.2!                +  *                  !!          .   . 0 .          !
 1996.3!                 *+                   !!          .   0   .          !
 1996.4!                 +*                   !!          .   .0  .          !
 1997.1!                 +*                   !!          .   .0  .          !
 1997.2!             *    +                   !!          .0  .   .          !
 1997.3!              * +                     !!          . 0 .   .          !
 1997.4!             *  +                     !!          . 0 .   .          !
 1998.1!              +*                      !!          .   .0  .          !
 1998.2!              *+                      !!          .  0.   .          !
 1998.3!             *+                       !!          .  0.   .          !
 1998.4!           *  +                       !!          . 0 .   .          !
 1999.1!              +                       !!          .   0   .          !
 1999.2!             * +                      !!          . 0 .   .          !
 1999.3!             * +                      !!          .  0.   .          !
 1999.4!               +*                     !!          .   .0  .          !
 2000.1!                 +                    !!          .   0   .          !
 2000.2!                  +                   !!          .   0   .          !
 2000.3!                * +                   !!          .  0.   .          !
 2000.4!                * +                   !!          . 0 .   .          !
 2001.1!                *+                    !!          .   0   .          !
 2001.2!                 + *                  !!          .   .0  .          !
 2001.3!                  +                   !!          .   0   .          !
 2001.4!                 +    *               !!          .   .  0.          !
 2002.1!                 * +                  !!          .  0.   .          !
 2002.2!                + *                   !!          .   .0  .          !
 2002.3!                +*                    !!          .   .0  .          !
 2002.4!                +  *                  !!          .   . 0 .          !
 2003.1!                +  *                  !!          .   . 0 .          !
 2003.2!               + *                    !!          .   .0  .          !
 2003.3!              +                       !!          .  0.   .          !
 2003.4!             +   *                    !!          .   .  0.          !
 2004.1!             +                        !!          .   0   .          !
 2004.2!            +  *                      !!          .   .0  .          !
 2004.3!            *+                        !!          .  0.   .          !
 2004.4!           +  *                       !!          .   . 0 .          !
 2005.1!          * +                         !!          .  0.   .          !
 2005.2!          *+                          !!          .   0   .          !
 2005.3!        *  +                          !!          . 0 .   .          !
 2005.4!           +                          !!          .   0   .          !
 2006.1!          *+                          !!          .  0.   .          !
 2006.2!          +                           !!          .   0   .          !
 2006.3!          +                           !!          .   0   .          !
 2006.4!          +  *                        !!          .   . 0 .          !
 2007.1!          +*                          !!          .   0   .          !
 2007.2!         + *                          !!          .   .0  .          !
 2007.3!         + *                          !!          .   .0  .          !
 2007.4!         +     *                      !!          .   .   0          !
 2008.1!        *+                            !!          .  0.   .          !
 2008.2!       + *                            !!          .   .0  .          !
 2008.3!       + *                            !!          .   .0  .          !
 2008.4!        +   *                         !!          .   . 0 .          !
 2009.1!         +                            !!          .   0   .          !
 2009.2!        + *                           !!          .   . 0 .          !
 2009.3!        +*                            !!          .   .0  .          !
 2009.4!       +  *                           !!          .   . 0 .          !
 2010.1!        + *                           !!          .   .0  .          !
 2010.2!         +                            !!          .   0   .          !
 2010.3!         +                            !!          .   0   .          !
 2010.4!        +*                            !!          .   0   .          !
 2011.1!        *+                            !!          .  0.   .          !
 2011.2!         *+                           !!          .  0.   .          !
 2011.3!       *   +                          !!          . 0 .   .          !
 2011.4!        *  +                          !!          . 0 .   .          !
 2012.1!       *   +                          !!          . 0 .   .          !
 2012.2!       *   +                          !!          .0  .   .          !
 2012.3!     *     +                          !!          0   .   .          !
 2012.4!     *    +                           !!          .0  .   .          !


     21.13 percent of the residuals exceed 1 SE
      7.04 percent of the residuals exceed 2 SE
@EQ  2801 LAANEVI C LANEVI(-1) PNEVI;SMPL 1966.1 2012.4;OLS;EST 2801 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTVI=STPX$/VIPMM;                                                      
 GENR LAASTVI=LOG(AASTVI+.00001);                                             
 GENR LASTVI=LOG(ASTVI+.00001);                                               
 LHS AASTVI=EXP(LAASTVI)-.00001;                                              
  EQ 2802 LAASTVI C LASTVI(-1) PSTVI;                                         
EQUATION 1525  LAASTVI  
   RHS     C  LASTVI(-1)  PSTVI  
 SMPL 1989.1 2012.4;                                                          
Sample period is now  1989.1 to  2012.4 Internally:   149 to   244
 OLS;EST 1525 PLOT=0;END;                                                     

Equation number = 1525
**********************

Dependent variable = LAASTVI 

 1989.1 -   2012.4,    0 missing obs.,   96 obs. used.

Mean of dependent variable       -5.438489432

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.613869207       0.475980317  -5.49155     1.000000
14984 LASTVI  ( -1)       0.380954763       0.098659715   3.86130    -5.429893
14982 PSTVI   (  0)      -0.770287917       0.285501004  -2.69802     0.981550

SE of equation            =     0.384984939
Sum of squared residuals  =  13.7838465       0.230220287E-10
Average absolute error    =     0.275574026
Sum of ABS residuals      =  26.4551065    
R squared                 =   0.30542
Durbin-Watson statistic   =   1.89243
SMPL and No. Obs.         = 1989.1   2012.4     96

Plot of actual(*) and fitted(+) values and residuals(0)


 1989.1!                +                     *!          .   .   .          0
 1989.2!                   *     +            !!          0   .   .          !
 1989.3!    *             +                   !!     0    .   .   .          !
 1989.4!            +                         !!          .   0   .          !
 1990.1!       *      +                       !!         0.   .   .          !
 1990.2!  *         +                         !!       0  .   .   .          !
 1990.3!   *     +                            !!          0   .   .          !
 1990.4!         +      *                     !!          .   .   0          !
 1991.1!              +            *          !!          .   .   .    0     !
 1991.2!               *   +                  !!          .0  .   .          !
 1991.3!           *   +                      !!          . 0 .   .          !
 1991.4!              +      *                !!          .   .   .0         !
 1992.1!            *    +                    !!          0   .   .          !
 1992.2!              +      *                !!          .   .   .0         !
 1992.3!              *   +                   !!          . 0 .   .          !
 1992.4!            *  +                      !!          . 0 .   .          !
 1993.1!               +*                     !!          .   0   .          !
 1993.2!      *         +                     !!       0  .   .   .          !
 1993.3!             +          *             !!          .   .   .  0       !
 1993.4!               *   +                  !!          . 0 .   .          !
 1994.1!             *  +                     !!          . 0 .   .          !
 1994.2!       *       +                      !!         0.   .   .          !
 1994.3!       *    +                         !!          .0  .   .          !
 1994.4!          * +                         !!          .  0.   .          !
 1995.1!             +                        !!          .   0   .          !
 1995.2!      *      +                        !!         0.   .   .          !
 1995.3!           +                          !!          .   0   .          !
 1995.4!        *    +                        !!          .0  .   .          !
 1996.1!            +        *                !!          .   .   . 0        !
 1996.2!              *  +                    !!          .  0.   .          !
 1996.3!              +   *                   !!          .   .  0.          !
 1996.4!               +      *               !!          .   .   0          !
 1997.1!                  +       *           !!          .   .   . 0        !
 1997.2!                    +*                !!          .   .0  .          !
 1997.3!                  +                   !!          .   0   .          !
 1997.4!               +          *           !!          .   .   .  0       !
 1998.1!             *    +                   !!          0   .   .          !
 1998.2!             +       *                !!          .   .   .0         !
 1998.3!                +   *                 !!          .   .  0.          !
 1998.4!               +     *                !!          .   .   0          !
 1999.1!                +            *        !!          .   .   .   0      !
 1999.2!           *        +                 !!        0 .   .   .          !
 1999.3!             + *                      !!          .   .0  .          !
 1999.4!               +                      !!          .   0   .          !
 2000.1!                +*                    !!          .   .0  .          !
 2000.2!               *+                     !!          .  0.   .          !
 2000.3!              * +                     !!          .  0.   .          !
 2000.4!             * +                      !!          . 0 .   .          !
 2001.1!              +   *                   !!          .   .  0.          !
 2001.2!                *+                    !!          .   0   .          !
 2001.3!               +*                     !!          .   0   .          !
 2001.4!               +                      !!          .   .0  .          !
 2002.1!               +  *                   !!          .   . 0 .          !
 2002.2!               +*                     !!          .   .0  .          !
 2002.3!              + *                     !!          .   .0  .          !
 2002.4!              +                       !!          .   0   .          !
 2003.1!             +  *                     !!          .   . 0 .          !
 2003.2!             +*                       !!          .   0   .          !
 2003.3!             +*                       !!          .   .0  .          !
 2003.4!            +  *                      !!          .   .0  .          !
 2004.1!            +  *                      !!          .   .0  .          !
 2004.2!            +*                        !!          .   0   .          !
 2004.3!          * +                         !!          .  0.   .          !
 2004.4!           +                          !!          .   0   .          !
 2005.1!         * +                          !!          .  0.   .          !
 2005.2!       *  +                           !!          . 0 .   .          !
 2005.3!       *  +                           !!          . 0 .   .          !
 2005.4!       *  +                           !!          . 0 .   .          !
 2006.1!         *+                           !!          .  0.   .          !
 2006.2!       *   +                          !!          . 0 .   .          !
 2006.3!      *   +                           !!          . 0 .   .          !
 2006.4!        * +                           !!          .  0.   .          !
 2007.1!          +  *                        !!          .   . 0 .          !
 2007.2!           *+                         !!          .  0.   .          !
 2007.3!          *+                          !!          .  0.   .          !
 2007.4!        * +                           !!          .  0.   .          !
 2008.1!       * +                            !!          .  0.   .          !
 2008.2!        +*                            !!          .   .0  .          !
 2008.3!     *    +                           !!          .0  .   .          !
 2008.4!        + *                           !!          .   .0  .          !
 2009.1!         +                            !!          .   0   .          !
 2009.2!        +*                            !!          .   .0  .          !
 2009.3!        +                *            !!          .   .   .      0   !
 2009.4!              +         *             !!          .   .   .  0       !
 2010.1!      *       +                       !!         0.   .   .          !
 2010.2!      *+                              !!          .  0.   .          !
 2010.3!  *    +                              !!          .0  .   .          !
 2010.4!     +*                               !!          .   .0  .          !
 2011.1! *     +                              !!          0   .   .          !
 2011.2! *   +                                !!          . 0 .   .          !
 2011.3! *  +                                 !!          . 0 .   .          !
 2011.4!     +*                               !!          .   .0  .          !
 2012.1*       +                              !!         0.   .   .          !
 2012.2!     +    *                           !!          .   .   0          !
 2012.3!   *     +                            !!          0   .   .          !
 2012.4!   *  +                               !!          . 0 .   .          !


     28.12 percent of the residuals exceed 1 SE
      5.21 percent of the residuals exceed 2 SE
@EQ  2803 LAAUKVI C LAUKVI(-1) PUKVI;SMPL 1982.1 2012.4;OLS;EST 2803 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFIVI=FIPX$/VIPMM;                                                      
 GENR LAAFIVI=LOG(AAFIVI+.00001);                                             
 GENR LAFIVI=LOG(AFIVI+.00001);                                               
 LHS AAFIVI=EXP(LAAFIVI)-.00001;                                              
  EQ 2804 LAAFIVI C LAFIVI(-1) PFIVI;                                         
EQUATION 1526  LAAFIVI  
   RHS     C  LAFIVI(-1)  PFIVI  
 SMPL 1977.3 2012.4;                                                          
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
 OLS;EST 1526 PLOT=0;END;                                                     

Equation number = 1526
**********************

Dependent variable = LAAFIVI 

 1977.3 -   2012.4,    0 missing obs.,  142 obs. used.

Mean of dependent variable       -5.878102394

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.199403200       0.704953378  -3.11993     1.000000
14987 LAFIVI  ( -1)       0.603642916       0.068068912   8.86811    -5.865950
14985 PFIVI   (  0)      -0.158875925       0.673385575  -0.23594     0.867091

SE of equation            =     0.831087736
Sum of squared residuals  =  96.0082487      -0.105666587E-10
Average absolute error    =     0.615389279
Sum of ABS residuals      =  87.3852776    
R squared                 =   0.36179
Durbin-Watson statistic   =   2.38501
SMPL and No. Obs.         = 1977.3   2012.4    142

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.3!     *                +               !!  0      .    .    .         !
 1977.4!           +            *             !!         .    .    .    0    !
 1978.1!                    * +               !!         .  0 .    .         !
 1978.2!     *              +                 !!   0     .    .    .         !
 1978.3!           +      *                   !!         .    .    .0        !
 1978.4*                   +                  !0         .    .    .         !
 1979.1!       +                  *           !!         .    .    .        0!
 1979.2!                       + *            !!         .    .0   .         !
 1979.3!                *      +              !!         0    .    .         !
 1979.4!                 +        *           !!         .    .    . 0       !
 1980.1!                       +   *          !!         .    .  0 .         !
 1980.2!                      * +             !!         .   0.    .         !
 1980.3!                     +     *          !!         .    .   0.         !
 1980.4!               *        +             !!       0 .    .    .         !
 1981.1!                 +             *      !!         .    .    .     0   !
 1981.2!                          +  *        !!         .    . 0  .         !
 1981.3!                         +       *    !!         .    .    .0        !
 1981.4!                            + *       !!         .    . 0  .         !
 1982.1!                          +*          !!         .    .0   .         !
 1982.2!                        +  *          !!         .    . 0  .         !
 1982.3!                        +            *!!         .    .    .    0    !
 1982.4!                       *      +       !!        0.    .    .         !
 1983.1!                     +     *          !!         .    .    0         !
 1983.2!                        +*            !!         .    0    .         !
 1983.3!                       +              !!         .    0    .         !
 1983.4!            *         +               !!      0  .    .    .         !
 1984.1!               +    *                 !!         .    .   0.         !
 1984.2!                  * +                 !!         .   0.    .         !
 1984.3!                   +                  !!         .    0    .         !
 1984.4!               *    +                 !!         .0   .    .         !
 1985.1!                 +    *               !!         .    .   0.         !
 1985.2!                *    +                !!         .0   .    .         !
 1985.3!               *  +                   !!         .  0 .    .         !
 1985.4!                 +   *                !!         .    .  0 .         !
 1986.1!                    +                *!!         .    .    .       0 !
 1986.2!                           *  +       !!         .  0 .    .         !
 1986.3!                        +           * !!         .    .    .   0     !
 1986.4!                             +       *!!         .    .    .0        !
 1987.1!                              +       *!         .    .    .0        !
 1987.2!                               + *    !!         .    . 0  .         !
 1987.3!                            +    *    !!         .    .   0.         !
 1987.4!                            +      *  !!         .    .    .0        !
 1988.1!                          *  +        !!         .  0 .    .         !
 1988.2!                       +        *     !!         .    .    .0        !
 1988.3!                           +      *   !!         .    .    .0        !
 1988.4!                         *  +         !!         . 0  .    .         !
 1989.1!                      +      *        !!         .    .    0         !
 1989.2!                         +      *     !!         .    .    0         !
 1989.3!                           +  *       !!         .    .  0 .         !
 1989.4!                          +     *     !!         .    .    0         !
 1990.1!                           +      *   !!         .    .    .0        !
 1990.2!                            + *       !!         .    .0   .         !
 1990.3!                      *  +            !!         .  0 .    .         !
 1990.4!                     +    *           !!         .    .   0.         !
 1991.1!                *      +              !!         0    .    .         !
 1991.2!                 +                    !!         .    0    .         !
 1991.3!                * +                   !!         .   0.    .         !
 1991.4!                 +       *            !!         .    .    .0        !
 1992.1!               *       +              !!        0.    .    .         !
 1992.2!             *   +                    !!         . 0  .    .         !
 1992.3!             *  +                     !!         .  0 .    .         !
 1992.4!               +                      !!         .    0    .         !
 1993.1!          *      +                    !!         0    .    .         !
 1993.2!              +                       !!         .    0    .         !
 1993.3!                +          *          !!         .    .    .  0      !
 1993.4!                        +    *        !!         .    .   0.         !
 1994.1!          *              +            !!  0      .    .    .         !
 1994.2!              +*                      !!         .    .0   .         !
 1994.3!              *  +                    !!         .  0 .    .         !
 1994.4!              * +                     !!         .  0 .    .         !
 1995.1!                +                     !!         .    0    .         !
 1995.2!                 +                    !!         .    0    .         !
 1995.3!            *    +                    !!         .0   .    .         !
 1995.4!              *+                      !!         .   0.    .         !
 1996.1!          *     +                     !!         .0   .    .         !
 1996.2!            *+                        !!         .   0.    .         !
 1996.3!         *     +                      !!         0    .    .         !
 1996.4!             +       *                !!         .    .    .0        !
 1997.1!             *      +                 !!        0.    .    .         !
 1997.2!              *+                      !!         .   0.    .         !
 1997.3!          *     +                     !!         0    .    .         !
 1997.4!              +  *                    !!         .    .  0 .         !
 1998.1!                  +*                  !!         .    .0   .         !
 1998.2!               *   +                  !!         . 0  .    .         !
 1998.3!                 +                    !!         .    0    .         !
 1998.4!                * +                   !!         .   0.    .         !
 1999.1!                 +      *             !!         .    .    0         !
 1999.2!                *     +               !!         .0   .    .         !
 1999.3!           *      +                   !!         0    .    .         !
 1999.4!              +      *                !!         .    .    0         !
 2000.1!                  * +                 !!         .   0.    .         !
 2000.2!                *  +                  !!         .  0 .    .         !
 2000.3!            *    +                    !!         .0   .    .         !
 2000.4!               +   *                  !!         .    .  0 .         !
 2001.1!                  *+                  !!         .   0.    .         !
 2001.2!                  +                   !!         .    0    .         !
 2001.3!                   +  *               !!         .    .  0 .         !
 2001.4!                    *+                !!         .   0.    .         !
 2002.1!                    + *               !!         .    .0   .         !
 2002.2!                    *+                !!         .   0.    .         !
 2002.3!                 *  +                 !!         .  0 .    .         !
 2002.4!                  +*                  !!         .    .0   .         !
 2003.1!                *  +                  !!         .  0 .    .         !
 2003.2!                *+                    !!         .   0.    .         !
 2003.3!                 +  *                 !!         .    . 0  .         !
 2003.4!                   *+                 !!         .    0    .         !
 2004.1!                   +  *               !!         .    . 0  .         !
 2004.2!                    *+                !!         .   0.    .         !
 2004.3!                  * +                 !!         .   0.    .         !
 2004.4!                   +*                 !!         .    .0   .         !
 2005.1!                  * +                 !!         .  0 .    .         !
 2005.2!            *     +                   !!         0    .    .         !
 2005.3!              *+                      !!         .   0.    .         !
 2005.4!                + *                   !!         .    .0   .         !
 2006.1!               *  +                   !!         . 0  .    .         !
 2006.2!               * +                    !!         .   0.    .         !
 2006.3!                 + *                  !!         .    .0   .         !
 2006.4!              *    +                  !!         .0   .    .         !
 2007.1!             *  +                     !!         .  0 .    .         !
 2007.2!                +                     !!         .    0    .         !
 2007.3!                 +                    !!         .   0.    .         !
 2007.4!                 *+                   !!         .    0    .         !
 2008.1!              *   +                   !!         . 0  .    .         !
 2008.2!                + *                   !!         .    . 0  .         !
 2008.3!                 * +                  !!         .  0 .    .         !
 2008.4!              *   +                   !!         . 0  .    .         !
 2009.1!             *  +                     !!         . 0  .    .         !
 2009.2!               + *                    !!         .    .0   .         !
 2009.3!               *  +                   !!         .  0 .    .         !
 2009.4!                 +                    !!         .    .0   .         !
 2010.1!             *    +                   !!         .0   .    .         !
 2010.2!                +*                    !!         .    .0   .         !
 2010.3!            *     +                   !!         .0   .    .         !
 2010.4!            *  +                      !!         . 0  .    .         !
 2011.1!             * +                      !!         .   0.    .         !
 2011.2!           *   +                      !!         . 0  .    .         !
 2011.3!             *+                       !!         .  0 .    .         !
 2011.4!            *  +                      !!         .  0 .    .         !
 2012.1!            *  +                      !!         . 0  .    .         !
 2012.2!               +                      !!         .    0    .         !
 2012.3!            *    +                    !!         .0   .    .         !
 2012.4!          *    +                      !!         . 0  .    .         !


     27.46 percent of the residuals exceed 1 SE
      7.04 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASVI=ASPX$/VIPMM;                                                      
 GENR LAAASVI=LOG(AAASVI+.00001);                                             
 GENR LAASVI=LOG(AASVI+.00001);                                               
 LHS AAASVI=EXP(LAAASVI)-.00001;                                              
  EQ 2805 LAAASVI C LAASVI(-1) PASVI;                                         
EQUATION 1527  LAAASVI  
   RHS     C  LAASVI(-1)  PASVI  
 SMPL 1983.3 2012.4;                                                          
Sample period is now  1983.3 to  2012.4 Internally:   127 to   244
 OLS;EST 1527 PLOT=0;END;                                                     

Equation number = 1527
**********************

Dependent variable = LAAASVI 

 1983.3 -   2012.4,    0 missing obs.,  118 obs. used.

Mean of dependent variable       -4.021491117

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.236314311       0.311717813  -3.96613     1.000000
14990 LAASVI  ( -1)       0.621446342       0.071740184   8.66246    -4.022000
14988 PASVI   (  0)      -0.298914608       0.180852576  -1.65281     0.955857

SE of equation            =     0.598028210
Sum of squared residuals  =  41.1283401      -0.190825133E-11
Average absolute error    =     0.332949314
Sum of ABS residuals      =  39.2880190    
R squared                 =   0.42888
Durbin-Watson statistic   =   2.06982
SMPL and No. Obs.         = 1983.3   2012.4    118

Plot of actual(*) and fitted(+) values and residuals(0)


 1983.3!                 *  +                 !!           .0 .  .           !
 1983.4!                *  +                  !!           0  .  .           !
 1984.1!    *             +                   !!  0        .  .  .           !
 1984.2!           +      *                   !!           .  .  .  0        !
 1984.3!                   *+                 !!           .  0  .           !
 1984.4!              *      +                !!         0 .  .  .           !
 1985.1*                 +                    !0           .  .  .           !
 1985.2!        +     *                       !!           .  .  . 0         !
 1985.3!               * +                    !!           .0 .  .           !
 1985.4!                  +*                  !!           .  .0 .           !
 1986.1!                     +  *             !!           .  . 0.           !
 1986.2!                       +*             !!           .  0  .           !
 1986.3!                      * +             !!           .0 .  .           !
 1986.4!                  *   +               !!           0  .  .           !
 1987.1!                    +*                !!           .  .0 .           !
 1987.2!                     *+               !!           .  0  .           !
 1987.3!                   *  +               !!           .0 .  .           !
 1987.4!                     +*               !!           .  .0 .           !
 1988.1!               *      +               !!        0  .  .  .           !
 1988.2!                  +    *              !!           .  .  .0          !
 1988.3!                       +   *          !!           .  .  0           !
 1988.4!                        * +           !!           . 0.  .           !
 1989.1!                       +              !!           .  0  .           !
 1989.2!                       +      *       !!           .  .  .  0        !
 1989.3!                           +          *!           .  .  .     0     !
 1989.4!                          *     +     !!         0 .  .  .           !
 1990.1!                         +  *         !!           .  . 0.           !
 1990.2!                         *+           !!           . 0.  .           !
 1990.3!                  *     +             !!         0 .  .  .           !
 1990.4!                    +                 !!           .  0  .           !
 1991.1!                     +  *             !!           .  . 0.           !
 1991.2!                       +   *          !!           .  .  0           !
 1991.3!                         +   *        !!           .  .  0           !
 1991.4!                          *+          !!           . 0.  .           !
 1992.1!                         + *          !!           .  .0 .           !
 1992.2!                     *   +            !!           0  .  .           !
 1992.3!                     *+               !!           . 0.  .           !
 1992.4!                      +*              !!           .  0  .           !
 1993.1!                       +              !!           .  0  .           !
 1993.2!                       +*             !!           .  .0 .           !
 1993.3!                        +*            !!           .  .0 .           !
 1993.4!                        + *           !!           .  .0 .           !
 1994.1!                         +            !!           .  0  .           !
 1994.2!                        + *           !!           .  . 0.           !
 1994.3!                         +            !!           .  0  .           !
 1994.4!                        +             !!           . 0.  .           !
 1995.1!                        +*            !!           .  .0 .           !
 1995.2!                      * +             !!           . 0.  .           !
 1995.3!                       + *            !!           .  . 0.           !
 1995.4!                        *+            !!           . 0.  .           !
 1996.1!                      *+              !!           . 0.  .           !
 1996.2!                       +              !!           .  0  .           !
 1996.3!                       +*             !!           .  0  .           !
 1996.4!                       +*             !!           .  .0 .           !
 1997.1!                       *+             !!           . 0.  .           !
 1997.2!                       +*             !!           .  .0 .           !
 1997.3!                        +             !!           .  0  .           !
 1997.4!                        +             !!           .  0  .           !
 1998.1!                       +*             !!           .  .0 .           !
 1998.2!                        +  *          !!           .  . 0.           !
 1998.3!                         +*           !!           .  0  .           !
 1998.4!                         +*           !!           .  .0 .           !
 1999.1!                         +*           !!           .  .0 .           !
 1999.2!                         +            !!           .  0  .           !
 1999.3!                         +            !!           .  0  .           !
 1999.4!                        + *           !!           .  .0 .           !
 2000.1!                         +*           !!           .  .0 .           !
 2000.2!                         +            !!           .  0  .           !
 2000.3!                         +            !!           .  0  .           !
 2000.4!                        +*            !!           .  .0 .           !
 2001.1!                         +            !!           .  0  .           !
 2001.2!                        +*            !!           .  0  .           !
 2001.3!                        +*            !!           .  .0 .           !
 2001.4!                        +             !!           .  0  .           !
 2002.1!                        +*            !!           .  .0 .           !
 2002.2!                        +             !!           .  0  .           !
 2002.3!                        +             !!           .  0  .           !
 2002.4!                       *+             !!           .  0  .           !
 2003.1!                      *+              !!           . 0.  .           !
 2003.2!                      *+              !!           . 0.  .           !
 2003.3!                     *+               !!           . 0.  .           !
 2003.4!                      +*              !!           .  .0 .           !
 2004.1!                       +              !!           .  0  .           !
 2004.2!                       +*             !!           .  .0 .           !
 2004.3!                       +              !!           .  0  .           !
 2004.4!                      *+              !!           . 0.  .           !
 2005.1!                      +*              !!           .  0  .           !
 2005.2!                       +              !!           .  0  .           !
 2005.3!                      +               !!           .  0  .           !
 2005.4!                     *+               !!           . 0.  .           !
 2006.1!                     +                !!           .  0  .           !
 2006.2!                     +  *             !!           .  . 0.           !
 2006.3!                       +    *         !!           .  .  .0          !
 2006.4!                        *+            !!           . 0.  .           !
 2007.1!                       +              !!           .  0  .           !
 2007.2!                      +*              !!           .  0  .           !
 2007.3!                     *+               !!           . 0.  .           !
 2007.4!                     +  *             !!           .  . 0.           !
 2008.1!                       +*             !!           .  .0 .           !
 2008.2!                      *+              !!           . 0.  .           !
 2008.3!                   * +                !!           .0 .  .           !
 2008.4!                   +                  !!           .  0  .           !
 2009.1!                    +                 !!           .  0  .           !
 2009.2!                    +*                !!           .  0  .           !
 2009.3!                     +                !!           .  0  .           !
 2009.4!                     +                !!           .  0  .           !
 2010.1!                    *+                !!           .  0  .           !
 2010.2!                    +                 !!           .  0  .           !
 2010.3!                   *+                 !!           .  0  .           !
 2010.4!                   +*                 !!           .  .0 .           !
 2011.1!                    +*                !!           .  .0 .           !
 2011.2!                   *+                 !!           .  0  .           !
 2011.3!                   + *                !!           .  .0 .           !
 2011.4!                   *+                 !!           . 0.  .           !
 2012.1!                   +*                 !!           .  .0 .           !
 2012.2!                   +*                 !!           .  0  .           !
 2012.3!                   +                  !!           . 0.  .           !
 2012.4!                  *+                  !!           . 0.  .           !


     15.25 percent of the residuals exceed 1 SE
      5.93 percent of the residuals exceed 2 SE
@@EQ 2806 LAASOVI C LASOVI(-1) PSOVI;SMPL 1992.3 2012.4;OLS;EST 2806 PLOT=0;EN
@@EQ 2807 LAAKOVI C LAKOVI(-1) PKOVI;SMPL 1991.3 2012.4;OLS;EST 2807 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEVI=BEPX$Q/VIPMM;                                                     
 GENR LAABEVI=LOG(AABEVI+.00001);                                             
 GENR LABEVI=LOG(ABEVI+.00001);                                               
 LHS AABEVI=EXP(LAABEVI)-.00001;                                              
  EQ 2808 LAABEVI C LABEVI(-1) PBEVI;                                         
EQUATION 1528  LAABEVI  
   RHS     C  LABEVI(-1)  PBEVI  
 SMPL 1985.4 2012.4;                                                          
Sample period is now  1985.4 to  2012.4 Internally:   136 to   244
 OLS;EST 1528 PLOT=0;END;                                                     

Equation number = 1528
**********************

Dependent variable = LAABEVI 

 1985.4 -   2012.4,    0 missing obs.,  109 obs. used.

Mean of dependent variable       -5.233062690

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.284310696       0.416581670  -5.48346     1.000000
14993 LABEVI  ( -1)       0.356632575       0.088660689   4.02244    -5.231296
14991 PBEVI   (  0)      -1.179494252       0.305292164  -3.86349     0.918276

SE of equation            =     0.419432341
Sum of squared residuals  =  18.6478898      -0.171773706E-11
Average absolute error    =     0.289887390
Sum of ABS residuals      =  31.5977255    
R squared                 =   0.35559
Durbin-Watson statistic   =   2.22727
SMPL and No. Obs.         = 1985.4   2012.4    109

Plot of actual(*) and fitted(+) values and residuals(0)


 1985.4!          *         +                 !!       0   .  .  .           !
 1986.1!                *  +                  !!           .0 .  .           !
 1986.2!                  * +                 !!           . 0.  .           !
 1986.3!               *   +                  !!          0.  .  .           !
 1986.4!                   +    *             !!           .  .  .0          !
 1987.1!                      +               *!           .  .  .       0   !
 1987.2!                   *       +          !!        0  .  .  .           !
 1987.3!              *      +                !!         0 .  .  .           !
 1987.4!                  +*                  !!           .  .0 .           !
 1988.1*                    +                 !0           .  .  .           !
 1988.2!             +     *                  !!           .  .  .0          !
 1988.3!          *          +                !!      0    .  .  .           !
 1988.4!                  + *                 !!           .  . 0.           !
 1989.1!        *           +                 !!      0    .  .  .           !
 1989.2!                 +*                   !!           .  .0 .           !
 1989.3!                    +                 !!           .  0  .           !
 1989.4!            *       +                 !!        0  .  .  .           !
 1990.1!         *      +                     !!         0 .  .  .           !
 1990.2!                +      *              !!           .  .  . 0         !
 1990.3!           *        +                 !!       0   .  .  .           !
 1990.4!               +    *                 !!           .  .  .0          !
 1991.1!                   +    *             !!           .  .  .0          !
 1991.2!                     +        *       !!           .  .  .   0       !
 1991.3!                       *+             !!           .  0  .           !
 1991.4!                     +*               !!           .  .0 .           !
 1992.1!                    + *               !!           .  . 0.           !
 1992.2!                   *+                 !!           . 0.  .           !
 1992.3!                   +   *              !!           .  . 0.           !
 1992.4!              *      +                !!         0 .  .  .           !
 1993.1!                  +    *              !!           .  .  .0          !
 1993.2!                      +*              !!           .  0  .           !
 1993.3!                       +              !!           .  0  .           !
 1993.4!                      +      *        !!           .  .  . 0         !
 1994.1!                  *     +             !!          0.  .  .           !
 1994.2!                    +                 !!           .  0  .           !
 1994.3!                    +  *              !!           .  . 0.           !
 1994.4!               *     +                !!          0.  .  .           !
 1995.1!                  +  *                !!           .  . 0.           !
 1995.2!                   +      *           !!           .  .  . 0         !
 1995.3!               *     +                !!         0 .  .  .           !
 1995.4!                 +    *               !!           .  .  .0          !
 1996.1!                   *+                 !!           . 0.  .           !
 1996.2!                   +      *           !!           .  .  . 0         !
 1996.3!                     +        *       !!           .  .  .  0        !
 1996.4!                       +*             !!           .  .0 .           !
 1997.1!                      +*              !!           .  .0 .           !
 1997.2!                     *+               !!           .  0  .           !
 1997.3!                      +               !!           .  0  .           !
 1997.4!                     +*               !!           .  .0 .           !
 1998.1!                   *+                 !!           . 0.  .           !
 1998.2!                   + *                !!           .  .0 .           !
 1998.3!                    +*                !!           .  .0 .           !
 1998.4!                    +  *              !!           .  .  0           !
 1999.1!                     +   *            !!           .  .  0           !
 1999.2!                      +               !!           .  0  .           !
 1999.3!                      +  *            !!           .  . 0.           !
 1999.4!                       +*             !!           .  .0 .           !
 2000.1!                      *+              !!           .  0  .           !
 2000.2!                      +   *           !!           .  .  0           !
 2000.3!                     *  +             !!           .0 .  .           !
 2000.4!                      +*              !!           .  0  .           !
 2001.1!                      + *             !!           .  .0 .           !
 2001.2!                       +  *           !!           .  . 0.           !
 2001.3!                       +  *           !!           .  . 0.           !
 2001.4!                       +  *           !!           .  . 0.           !
 2002.1!                       + *            !!           .  .0 .           !
 2002.2!                      +*              !!           .  .0 .           !
 2002.3!                     +*               !!           .  .0 .           !
 2002.4!                     + *              !!           .  . 0.           !
 2003.1!                     + *              !!           .  . 0.           !
 2003.2!                   *+                 !!           . 0.  .           !
 2003.3!                *  +                  !!           .0 .  .           !
 2003.4!                 +   *                !!           .  .  0           !
 2004.1!                  *+                  !!           . 0.  .           !
 2004.2!                  +                   !!           .  0  .           !
 2004.3!               *  +                   !!           .0 .  .           !
 2004.4!                +                     !!           .  0  .           !
 2005.1!               + *                    !!           .  .0 .           !
 2005.2!                +   *                 !!           .  .  0           !
 2005.3!                  +                   !!           .  0  .           !
 2005.4!                 + *                  !!           .  .0 .           !
 2006.1!                 +                    !!           .  0  .           !
 2006.2!               *+                     !!           . 0.  .           !
 2006.3!               + *                    !!           .  .0 .           !
 2006.4!                +  *                  !!           .  . 0.           !
 2007.1!                + *                   !!           .  .0 .           !
 2007.2!                +   *                 !!           .  .  0           !
 2007.3!              * +                     !!           . 0.  .           !
 2007.4!            *+                        !!           . 0.  .           !
 2008.1!            +*                        !!           .  .0 .           !
 2008.2!            *+                        !!           . 0.  .           !
 2008.3!            +                         !!           .  0  .           !
 2008.4!             +*                       !!           .  .0 .           !
 2009.1!             *+                       !!           . 0.  .           !
 2009.2!              + *                     !!           .  .0 .           !
 2009.3!              + *                     !!           .  .0 .           !
 2009.4!            * +                       !!           . 0.  .           !
 2010.1!           * +                        !!           . 0.  .           !
 2010.2!           *  +                       !!           .0 .  .           !
 2010.3!            * +                       !!           . 0.  .           !
 2010.4!           * +                        !!           .0 .  .           !
 2011.1!          * +                         !!           .0 .  .           !
 2011.2!          * +                         !!           .0 .  .           !
 2011.3!           *+                         !!           . 0.  .           !
 2011.4!           * +                        !!           . 0.  .           !
 2012.1!           * +                        !!           .0 .  .           !
 2012.2!           * +                        !!           . 0.  .           !
 2012.3!            * +                       !!           . 0.  .           !
 2012.4!         *    +                       !!           0  .  .           !


     24.77 percent of the residuals exceed 1 SE
      6.42 percent of the residuals exceed 2 SE
@EQ  2809 LAADEVI C LADEVI(-1) PDEVI;SMPL 1967.4 2012.4;OLS;EST 2809 PLOT=0;EN
@@EQ 2810 LAANOVI C LANOVI(-1) PNOVI;SMPL 1992.4 2012.4;OLS;EST 2810 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWVI=SWPX$Q/VIPMM;                                                     
 GENR LAASWVI=LOG(AASWVI+.00001);                                             
 GENR LASWVI=LOG(ASWVI+.00001);                                               
 LHS AASWVI=EXP(LAASWVI)-.00001;                                              
  EQ 2811 LAASWVI C LASWVI(-1) PSWVI;                                         
EQUATION 1529  LAASWVI  
   RHS     C  LASWVI(-1)  PSWVI  
 SMPL 1975.3 2012.4;                                                          
Sample period is now  1975.3 to  2012.4 Internally:    95 to   244
 OLS;EST 1529 PLOT=0;END;                                                     

Equation number = 1529
**********************

Dependent variable = LAASWVI 

 1975.3 -   2012.4,    0 missing obs.,  150 obs. used.

Mean of dependent variable       -4.573589587

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.251544037       0.372042739   0.67612     1.000000
14996 LASWVI  ( -1)       0.910623880       0.034043110  26.74914    -4.549200
14994 PSWVI   (  0)      -0.692467439       0.401501164  -1.72470     0.985640

SE of equation            =     0.524749547
Sum of squared residuals  =  40.4782268      -0.571542813E-11
Average absolute error    =     0.404060842
Sum of ABS residuals      =  60.6091262    
R squared                 =   0.85444
Durbin-Watson statistic   =   2.61450
SMPL and No. Obs.         = 1975.3   2012.4    150

Plot of actual(*) and fitted(+) values and residuals(0)


 1975.3!                          +        *  !!          .   .   .    0     !
 1975.4!                                +  *  !!          .   .  0.          !
 1976.1!                                +     *!          .   .   .0         !
 1976.2!                            *      +  !!      0   .   .   .          !
 1976.3!                           +     *    !!          .   .   . 0        !
 1976.4!                               +     *!!          .   .   . 0        !
 1977.1!                                   +  !!          .   0   .          !
 1977.2!                                *+    !!          .  0.   .          !
 1977.3!                               + *    !!          .   . 0 .          !
 1977.4!                              * +     !!          . 0 .   .          !
 1978.1!                             +  *     !!          .   .   0          !
 1978.2!                             * +      !!          . 0 .   .          !
 1978.3!                            +     *   !!          .   .   . 0        !
 1978.4!                                 +   *!!          .   .   .0         !
 1979.1!                                    +*!!          .   .0  .          !
 1979.2!                               *   +  !!          0   .   .          !
 1979.3!                              +  *    !!          .   .  0.          !
 1979.4!                            *  +      !!          .0  .   .          !
 1980.1!                           +        * !!          .   .   .    0     !
 1980.2!                             *    +   !!         0.   .   .          !
 1980.3!                            +      *  !!          .   .   .  0       !
 1980.4!                                 +  * !!          .   .  0.          !
 1981.1!                           *      +   !!       0  .   .   .          !
 1981.2!                           +      *   !!          .   .   .   0      !
 1981.3!                               * +    !!          . 0 .   .          !
 1981.4!                               +*     !!          .   .0  .          !
 1982.1!                               +      *!          .   .   .  0       !
 1982.2!                                *   + !!         0.   .   .          !
 1982.3!                               +  *   !!          .   . 0 .          !
 1982.4!                        *        +    !!     0    .   .   .          !
 1983.1!                        +     *       !!          .   .   . 0        !
 1983.2!                               + *    !!          .   . 0 .          !
 1983.3!                           *    +     !!        0 .   .   .          !
 1983.4!                           +*         !!          .   .0  .          !
 1984.1!                            +         !!          .  0.   .          !
 1984.2!                            +   *     !!          .   .   0          !
 1984.3!                            *   +     !!          0   .   .          !
 1984.4!                            +     *   !!          .   .   .0         !
 1985.1!                              *  +    !!          0   .   .          !
 1985.2!                             *+       !!          .  0.   .          !
 1985.3!                       *     +        !!        0 .   .   .          !
 1985.4!                      *+              !!          .  0.   .          !
 1986.1!                      +        *      !!          .   .   .    0     !
 1986.2!                              + *     !!          .   . 0 .          !
 1986.3!                               +*     !!          .   . 0 .          !
 1986.4!                                +     !!          .   .0  .          !
 1987.1!                               +  *   !!          .   .  0.          !
 1987.2!                        *        +    !!     0    .   .   .          !
 1987.3!                        +  *          !!          .   .  0.          !
 1987.4!                          +           !!          .  0.   .          !
 1988.1!                         +         *  !!          .   .   .     0    !
 1988.2!                           *     +    !!        0 .   .   .          !
 1988.3!                          +  *        !!          .   . 0 .          !
 1988.4!                            +*        !!          .   .0  .          !
 1989.1!                         * +          !!          . 0 .   .          !
 1989.2!                    *    +            !!          0   .   .          !
 1989.3!                    +  *              !!          .   .  0.          !
 1989.4!                *     +               !!        0 .   .   .          !
 1990.1!                +  *                  !!          .   .  0.          !
 1990.2!                  +     *             !!          .   .   . 0        !
 1990.3!                      *+              !!          .  0.   .          !
 1990.4!                   *+                 !!          .  0.   .          !
 1991.1!             *    +                   !!         0.   .   .          !
 1991.2!          *  +                        !!          .0  .   .          !
 1991.3!          +     *                     !!          .   .   . 0        !
 1991.4!               +  *                   !!          .   .  0.          !
 1992.1!  *              +                    !0          .   .   .          !
 1992.2!   +   *                              !!          .   .   0          !
 1992.3!       *+                             !!          .   0   .          !
 1992.4!         + *                          !!          .   . 0 .          !
 1993.1!       *    +                         !!         0.   .   .          !
 1993.2!      *  +                            !!          . 0 .   .          !
 1993.3!        +  *                          !!          .   .  0.          !
 1993.4!             +      *                 !!          .   .   .  0       !
 1994.1!              *     +                 !!        0 .   .   .          !
 1994.2!           *   +                      !!          0   .   .          !
 1994.3!       *    +                         !!        0 .   .   .          !
 1994.4!        +   *                         !!          .   .   0          !
 1995.1!            + *                       !!          .   . 0 .          !
 1995.2!            * +                       !!          . 0 .   .          !
 1995.3!            +                         !!          .   0   .          !
 1995.4!            +                         !!          .   0   .          !
 1996.1!            + *                       !!          .   . 0 .          !
 1996.2!              +*                      !!          .   .0  .          !
 1996.3!              *+                      !!          .  0.   .          !
 1996.4!              +*                      !!          .   . 0 .          !
 1997.1!               +*                     !!          .   .0  .          !
 1997.2!                +                     !!          .   0   .          !
 1997.3!                *+                    !!          .  0.   .          !
 1997.4!                +                     !!          .   0   .          !
 1998.1!              *+                      !!          .  0.   .          !
 1998.2!              +                       !!          .   .0  .          !
 1998.3!              +*                      !!          .   0   .          !
 1998.4!              +*                      !!          .   .0  .          !
 1999.1!              * +                     !!          . 0 .   .          !
 1999.2!            * +                       !!          . 0 .   .          !
 1999.3!          *  +                        !!          .0  .   .          !
 1999.4!           +                          !!          .   0   .          !
 2000.1!            + *                       !!          .   . 0 .          !
 2000.2!              *+                      !!          .  0.   .          !
 2000.3!             * +                      !!          . 0 .   .          !
 2000.4!             *+                       !!          .  0.   .          !
 2001.1!              +*                      !!          .   .0  .          !
 2001.2!              * +                     !!          . 0 .   .          !
 2001.3!              *+                      !!          . 0 .   .          !
 2001.4!              *+                      !!          .  0.   .          !
 2002.1!               +                      !!          .   0   .          !
 2002.2!              * +                     !!          .  0.   .          !
 2002.3!              *+                      !!          .  0.   .          !
 2002.4!             *+                       !!          .  0.   .          !
 2003.1!             +*                       !!          .   .0  .          !
 2003.2!             *+                       !!          .  0.   .          !
 2003.3!             +                        !!          .   0   .          !
 2003.4!             +*                       !!          .   0   .          !
 2004.1!              +*                      !!          .   .0  .          !
 2004.2!              *+                      !!          .   0   .          !
 2004.3!            * +                       !!          . 0 .   .          !
 2004.4!            +*                        !!          .   .0  .          !
 2005.1!          *  +                        !!          .0  .   .          !
 2005.2!          +  *                        !!          .   .  0.          !
 2005.3!          *  +                        !!          .0  .   .          !
 2005.4!           +  *                       !!          .   .   0          !
 2006.1!           *  +                       !!          .0  .   .          !
 2006.2!         *  +                         !!          .0  .   .          !
 2006.3!         +*                           !!          .   .0  .          !
 2006.4!          +   *                       !!          .   .   0          !
 2007.1!          *  +                        !!          0   .   .          !
 2007.2!          +*                          !!          .   .0  .          !
 2007.3!        * +                           !!          . 0 .   .          !
 2007.4!        + *                           !!          .   . 0 .          !
 2008.1!      *   +                           !!          0   .   .          !
 2008.2!      +   *                           !!          .   .   0          !
 2008.3!         + *                          !!          .   . 0 .          !
 2008.4!           *+                         !!          .   0   .          !
 2009.1!            +  *                      !!          .   .  0.          !
 2009.2!        *      +                      !!       0  .   .   .          !
 2009.3!        +                             !!          .   0   .          !
 2009.4!        +   *                         !!          .   .  0.          !
 2010.1!        *   +                         !!          .0  .   .          !
 2010.2!      *  +                            !!          .0  .   .          !
 2010.3!       +    *                         !!          .   .   .0         !
 2010.4!     *      +                         !!       0  .   .   .          !
 2011.1!     +*                               !!          .   .0  .          !
 2011.2!   *  +                               !!          .0  .   .          !
 2011.3!   *+                                 !!          . 0 .   .          !
 2011.4*   +                                  !!         0.   .   .          !
 2012.1!+    *                                !!          .   .   .0         !
 2012.2!   *  +                               !!          .0  .   .          !
 2012.3!*   +                                 !!          0   .   .          !
 2012.4!*+                                    !!          .  0.   .          !


     26.67 percent of the residuals exceed 1 SE
      4.67 percent of the residuals exceed 2 SE
@@EQ 2812 LAAGRVI C LAGRVI(-1) PGRVI;SMPL 1997.2 2012.4;OLS;EST 2812 PLOT=0;EN
@EQ  2813 LAAIRVI C LAIRVI(-1) PIRVI;SMPL 1991.1 2012.4;OLS;EST 2813 PLOT=0;EN
@@EQ 2814 LAAPOVI C LAPOVI(-1) PPOVI;SMPL 1991.2 2012.4;OLS;EST 2814 PLOT=0;EN
@@EQ 2815 LAASPVI C LASPVI(-1) PSPVI;SMPL 1992.3 2012.4;OLS;EST 2815 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNZVI=NZPX$Q/VIPMM;                                                     
 GENR LAANZVI=LOG(AANZVI+.00001);                                             
 GENR LANZVI=LOG(ANZVI+.00001);                                               
 LHS AANZVI=EXP(LAANZVI)-.00001;                                              
  EQ 2816 LAANZVI C LANZVI(-1) PNZVI;                                         
EQUATION 1530  LAANZVI  
   RHS     C  LANZVI(-1)  PNZVI  
 SMPL 1990.1 2012.4;                                                          
Sample period is now  1990.1 to  2012.4 Internally:   153 to   244
 OLS;EST 1530 PLOT=0;END;                                                     

Equation number = 1530
**********************

Dependent variable = LAANZVI 

 1990.1 -   2012.4,    0 missing obs.,   92 obs. used.

Mean of dependent variable       -5.660785826

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.827249309       0.670197396  -2.72643     1.000000
14999 LANZVI  ( -1)       0.635880505       0.080554804   7.89376    -5.647258
14997 PNZVI   (  0)      -0.258457683       0.515852573  -0.50103     0.938473

SE of equation            =     0.699254663
Sum of squared residuals  =  43.5171805      -0.339150930E-11
Average absolute error    =     0.416736987
Sum of ABS residuals      =  38.3398028    
R squared                 =   0.41262
Durbin-Watson statistic   =   1.98832
SMPL and No. Obs.         = 1990.1   2012.4     92

Plot of actual(*) and fitted(+) values and residuals(0)


 1990.1!                          *     +     !!          0.  .  .           !
 1990.2!      *                    +          !0           .  .  .           !
 1990.3!          *   +                       !!           0  .  .           !
 1990.4*                +                     !!  0        .  .  .           !
 1991.1!          +      *                    !!           .  .  . 0         !
 1991.2!                     +        *       !!           .  .  .   0       !
 1991.3!                     *        +       !!        0  .  .  .           !
 1991.4!                       +      *       !!           .  .  . 0         !
 1992.1!                        *    +        !!          0.  .  .           !
 1992.2!                         *+           !!           . 0.  .           !
 1992.3!                          +           !!           .  0  .           !
 1992.4!                         * +          !!           .0 .  .           !
 1993.1!                    *     +           !!          0.  .  .           !
 1993.2!                       +   *          !!           .  .  0           !
 1993.3!                            +         !!           .  0  .           !
 1993.4!                            +         !!           .  0  .           !
 1994.1!                            +*        !!           .  0  .           !
 1994.2!                             +*       !!           .  .0 .           !
 1994.3!                           * +        !!           .0 .  .           !
 1994.4!                           + *        !!           .  .0 .           !
 1995.1!                           * +        !!           . 0.  .           !
 1995.2!                           +  *       !!           .  . 0.           !
 1995.3!                             + *      !!           .  .0 .           !
 1995.4!                              +  *    !!           .  . 0.           !
 1996.1!                             * +      !!           . 0.  .           !
 1996.2!                             +*       !!           .  .0 .           !
 1996.3!                             +        !!           .  0  .           !
 1996.4!                             +*       !!           .  .0 .           !
 1997.1!                          *  +        !!           .0 .  .           !
 1997.2!                           +    *     !!           .  .  0           !
 1997.3!                            * +       !!           .0 .  .           !
 1997.4!                            +         !!           .  0  .           !
 1998.1!                            +         !!           .  0  .           !
 1998.2!                            +*        !!           .  0  .           !
 1998.3!                            +   *     !!           .  .  0           !
 1998.4!                               +  *   !!           .  .  0           !
 1999.1!                                +  *  !!           .  . 0.           !
 1999.2!                              * +     !!           . 0.  .           !
 1999.3!                             *+       !!           .  0  .           !
 1999.4!                             +   *    !!           .  .  0           !
 2000.1!                            *  +      !!           .0 .  .           !
 2000.2!                            +         !!           .  0  .           !
 2000.3!                            + *       !!           .  .0 .           !
 2000.4!                             +      * !!           .  .  . 0         !
 2001.1!                                 +    *!           .  .  .0          !
 2001.2!                                  + * !!           .  .0 .           !
 2001.3!                                *+    !!           .  0  .           !
 2001.4!                               +      *!           .  .  . 0         !
 2002.1!                             *    +   !!          0.  .  .           !
 2002.2!                            + *       !!           .  .0 .           !
 2002.3!                             +*       !!           .  0  .           !
 2002.4!                             +        !!           .  0  .           !
 2003.1!                             +  *     !!           .  .  0           !
 2003.2!                            *  +      !!           .0 .  .           !
 2003.3!                            +         !!           .  0  .           !
 2003.4!                            +   *     !!           .  .  0           !
 2004.1!                              +       !!           .  0  .           !
 2004.2!                            *+        !!           .  0  .           !
 2004.3!                          * +         !!           .0 .  .           !
 2004.4!                          + *         !!           .  .0 .           !
 2005.1!                            +         !!           .  0  .           !
 2005.2!                            +         !!           .  0  .           !
 2005.3!                           *+         !!           . 0.  .           !
 2005.4!                           + *        !!           .  . 0.           !
 2006.1!                             +*       !!           .  .0 .           !
 2006.2!                             +*       !!           .  .0 .           !
 2006.3!                            *+        !!           . 0.  .           !
 2006.4!                            +         !!           .  0  .           !
 2007.1!                            +*        !!           .  .0 .           !
 2007.2!                            + *       !!           .  .0 .           !
 2007.3!                             +        !!           .  0  .           !
 2007.4!                            +  *      !!           .  . 0.           !
 2008.1!                          *  +        !!           .0 .  .           !
 2008.2!                         * +          !!           . 0.  .           !
 2008.3!                          +           !!           .  0  .           !
 2008.4!                          +*          !!           .  .0 .           !
 2009.1!                           *+         !!           .  0  .           !
 2009.2!                           +*         !!           .  0  .           !
 2009.3!                          * +         !!           . 0.  .           !
 2009.4!                           + *        !!           .  .0 .           !
 2010.1!                            +*        !!           .  0  .           !
 2010.2!                            +         !!           .  0  .           !
 2010.3!                           +          !!           . 0.  .           !
 2010.4!                           +*         !!           .  .0 .           !
 2011.1!                           +          !!           .  0  .           !
 2011.2!                           +          !!           .  0  .           !
 2011.3!                          *+          !!           .  0  .           !
 2011.4!                          +           !!           .  0  .           !
 2012.1!                          + *         !!           .  .0 .           !
 2012.2!                          *+          !!           . 0.  .           !
 2012.3!                         *+           !!           . 0.  .           !
 2012.4!                          +*          !!           .  .0 .           !


     17.39 percent of the residuals exceed 1 SE
      4.35 percent of the residuals exceed 2 SE
@@EQ 2817 LAASAVI C LASAVI(-1) PSAVI;SMPL 1989.3 2012.4;OLS;EST 2817 PLOT=0;EN
@@EQ 2818 LAAVEVI C LAVEVI(-1) PVEVI;SMPL 2013.1 2012.4;OLS;EST 2818 PLOT=0;EN
@@EQ 2819 LAACOVI C LACOVI(-1) PCOVI;SMPL 1997.3 2012.4;OLS;EST 2819 PLOT=0;EN
@@EQ 2820 LAAJOVI C LAJOVI(-1) PJOVI;SMPL 1998.3 2012.4;OLS;EST 2820 PLOT=0;EN
@@EQ 2821 LAASYVI C LASYVI(-1) PSYVI;SMPL 2013.1 2012.4;OLS;EST 2821 PLOT=0;EN
@EQ  2822 LAAIDVI C LAIDVI(-1) PIDVI;SMPL 1978.1 2012.4;OLS;EST 2822 PLOT=0;EN
@EQ  2823 LAAMAVI C LAMAVI(-1) PMAVI;SMPL 1986.4 2012.4;OLS;EST 2823 PLOT=0;EN
@@EQ 2824 LAAPAVI C LAPAVI(-1) PPAVI;SMPL 1992.1 2012.4;OLS;EST 2824 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPHVI=PHPX$Q/VIPMM;                                                     
 GENR LAAPHVI=LOG(AAPHVI+.00001);                                             
 GENR LAPHVI=LOG(APHVI+.00001);                                               
 LHS AAPHVI=EXP(LAAPHVI)-.00001;                                              
  EQ 2825 LAAPHVI C LAPHVI(-1) PPHVI;                                         
EQUATION 1531  LAAPHVI  
   RHS     C  LAPHVI(-1)  PPHVI  
 SMPL 1988.2 2012.4;                                                          
Sample period is now  1988.2 to  2012.4 Internally:   146 to   244
 OLS;EST 1531 PLOT=0;END;                                                     

Equation number = 1531
**********************

Dependent variable = LAAPHVI 

 1988.2 -   2012.4,    0 missing obs.,   99 obs. used.

Mean of dependent variable       -4.762864712

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.169356301       0.491507627  -4.41368     1.000000
15002 LAPHVI  ( -1)       0.129537646       0.097978983   1.32210    -4.742522
15000 PPHVI   (  0)      -1.814016729       0.414688665  -4.37441     1.091045

SE of equation            =     0.725401237
Sum of squared residuals  =  50.5158676      -0.178834725E-11
Average absolute error    =     0.478033114
Sum of ABS residuals      =  47.3252783    
R squared                 =   0.25077
Durbin-Watson statistic   =   2.06004
SMPL and No. Obs.         = 1988.2   2012.4     99

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.2!                           +  *       !!           .  . 0.           !
 1988.3!              *            +          !!       0   .  .  .           !
 1988.4!                         +          * !!           .  .  .  0        !
 1989.1*                          +           !0           .  .  .           !
 1989.2!                      +          *    !!           .  .  .  0        !
 1989.3!                          +           !!           .  0  .           !
 1989.4!                         +        *   !!           .  .  . 0         !
 1990.1!                    *     +           !!           0  .  .           !
 1990.2!               *        +             !!         0 .  .  .           !
 1990.3!                        + *           !!           .  .0 .           !
 1990.4!                          +   *       !!           .  . 0.           !
 1991.1!                     *    +           !!           0  .  .           !
 1991.2!                *       +             !!          0.  .  .           !
 1991.3!                       +      *       !!           .  .  0           !
 1991.4!                         +     *      !!           .  .  0           !
 1992.1!                  *     +             !!          0.  .  .           !
 1992.2!                       +    *         !!           .  .  0           !
 1992.3!                   *     +            !!           0  .  .           !
 1992.4!                      * +             !!           . 0.  .           !
 1993.1!                       +              !!           .  0  .           !
 1993.2!              *         +             !!         0 .  .  .           !
 1993.3!                        + *           !!           .  . 0.           !
 1993.4!                    *   +             !!           0  .  .           !
 1994.1!                       +              *!           .  .  .    0      !
 1994.2!                         +            *!           .  .  .   0       !
 1994.3!                        +             *!           .  .  .    0      !
 1994.4!                       +            * !!           .  .  .   0       !
 1995.1!                       *+             !!           .  0  .           !
 1995.2!                      +  *            !!           .  . 0.           !
 1995.3!                     + *              !!           .  .0 .           !
 1995.4!                     +    *           !!           .  .  0           !
 1996.1!                     +   *            !!           .  . 0.           !
 1996.2!                    +*                !!           .  .0 .           !
 1996.3!                   +    *             !!           .  .  0           !
 1996.4!                  * +                 !!           . 0.  .           !
 1997.1!                   +                  !!           .  0  .           !
 1997.2!                   +   *              !!           .  . 0.           !
 1997.3!                   *+                 !!           . 0.  .           !
 1997.4!                     +                !!           .  0  .           !
 1998.1!                   * +                !!           . 0.  .           !
 1998.2!                   +  *               !!           .  . 0.           !
 1998.3!                   *+                 !!           . 0.  .           !
 1998.4!                   +   *              !!           .  . 0.           !
 1999.1!                  *+                  !!           . 0.  .           !
 1999.2!                  +*                  !!           .  .0 .           !
 1999.3!                  *+                  !!           .  0  .           !
 1999.4!              *    +                  !!           0  .  .           !
 2000.1!              *    +                  !!           .0 .  .           !
 2000.2!                   +                  !!           .  0  .           !
 2000.3!                 *  +                 !!           .0 .  .           !
 2000.4!                  *  +                !!           .0 .  .           !
 2001.1!                *    +                !!           0  .  .           !
 2001.2!                 *  +                 !!           .0 .  .           !
 2001.3!               *     +                !!           0  .  .           !
 2001.4!               *    +                 !!           .0 .  .           !
 2002.1!                 * +                  !!           . 0.  .           !
 2002.2!                *  +                  !!           .0 .  .           !
 2002.3!                   *+                 !!           .  0  .           !
 2002.4!                  * +                 !!           . 0.  .           !
 2003.1!                   * +                !!           . 0.  .           !
 2003.2!                 *   +                !!           .0 .  .           !
 2003.3!                  *  +                !!           .0 .  .           !
 2003.4!                     +*               !!           .  0  .           !
 2004.1!                 *    +               !!           0  .  .           !
 2004.2!                     +                !!           .  0  .           !
 2004.3!                      +          *    !!           .  .  .  0        !
 2004.4!                       +          *   !!           .  .  .  0        !
 2005.1!                       +    *         !!           .  .  0           !
 2005.2!                 *    +               !!           0  .  .           !
 2005.3!                   * +                !!           . 0.  .           !
 2005.4!                    +*                !!           .  0  .           !
 2006.1!                   *+                 !!           . 0.  .           !
 2006.2!                    + *               !!           .  .0 .           !
 2006.3!                    +*                !!           .  0  .           !
 2006.4!                   + *                !!           .  .0 .           !
 2007.1!                   +                  !!           .  0  .           !
 2007.2!                   +                  !!           .  0  .           !
 2007.3!                 *+                   !!           .  0  .           !
 2007.4!                 + *                  !!           .  .0 .           !
 2008.1!                +*                    !!           .  0  .           !
 2008.2!               * +                    !!           . 0.  .           !
 2008.3!                * +                   !!           . 0.  .           !
 2008.4!              *  +                    !!           .0 .  .           !
 2009.1!              * +                     !!           . 0.  .           !
 2009.2!               *+                     !!           .  0  .           !
 2009.3!               * +                    !!           . 0.  .           !
 2009.4!                +                     !!           .  0  .           !
 2010.1!                + *                   !!           .  .0 .           !
 2010.2!               *+                     !!           . 0.  .           !
 2010.3!                +*                    !!           .  .0 .           !
 2010.4!               +*                     !!           .  .0 .           !
 2011.1!               *+                     !!           .  0  .           !
 2011.2!                +*                    !!           .  0  .           !
 2011.3!                + *                   !!           .  .0 .           !
 2011.4!                +                     !!           .  0  .           !
 2012.1!               +                      !!           .  0  .           !
 2012.2!              *+                      !!           . 0.  .           !
 2012.3!             *+                       !!           . 0.  .           !
 2012.4!             +                        !!           .  0  .           !


     19.19 percent of the residuals exceed 1 SE
      6.06 percent of the residuals exceed 2 SE
@EQ  2826 LAATHVI C LATHVI(-1) PTHVI;SMPL 1979.1 2012.4;OLS;EST 2826 PLOT=0;EN
@@EQ 2827 LAACHVI C LACHVI(-1) PCHVI;SMPL 1991.2 2012.4;OLS;EST 2827 PLOT=0;EN
@@EQ 2828 LAAARVI C LAARVI(-1) PARVI;SMPL 2000.1 2012.4;OLS;EST 2828 PLOT=0;EN
@EQ  2829 LAABRVI C LABRVI(-1) PBRVI;SMPL 1987.3 2012.4;OLS;EST 2829 PLOT=0;EN
@@EQ 2830 LAACEVI C LACEVI(-1) PCEVI;SMPL 1996.3 2012.4;OLS;EST 2830 PLOT=0;EN
@@EQ 2831 LAAMEVI C LAMEVI(-1) PMEVI;SMPL 2013.1 2012.4;OLS;EST 2831 PLOT=0;EN
@@EQ 2832 LAAPEVI C LAPEVI(-1) PPEVI;SMPL 1993.3 2012.4;OLS;EST 2832 PLOT=0;EN
@@EQ 2833 LAATUVI C LATUVI(-1) PTUVI;SMPL 1994.3 2012.4;OLS;EST 2833 PLOT=0;EN
@@EQ 2834 LAAPDVI C LAPDVI(-1) PPDVI;SMPL 1992.3 2012.4;OLS;EST 2834 PLOT=0;EN
@@EQ 2835 LAARUVI C LARUVI(-1) PRUVI;SMPL 1992.3 2012.4;OLS;EST 2835 PLOT=0;EN
@@EQ 2836 LAAUEVI C LAUEVI(-1) PUEVI;SMPL 1995.3 2012.4;OLS;EST 2836 PLOT=0;EN
@@EQ 2837 LAAEGVI C LAEGVI(-1) PEGVI;SMPL 1994.3 2012.4;OLS;EST 2837 PLOT=0;EN
@@EQ 2838 LAAISVI C LAISVI(-1) PISVI;SMPL 1997.3 2012.4;OLS;EST 2838 PLOT=0;EN
@@EQ 2839 LAAKEVI C LAKEVI(-1) PKEVI;SMPL 2013.1 2012.4;OLS;EST 2839 PLOT=0;EN
@@EQ 2840 LAABAVI C LABAVI(-1) PBAVI;SMPL 1994.2 2012.4;OLS;EST 2840 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKVI=HKPX$/VIPMM;                                                      
 GENR LAAHKVI=LOG(AAHKVI+.00001);                                             
 GENR LAHKVI=LOG(AHKVI+.00001);                                               
 LHS AAHKVI=EXP(LAAHKVI)-.00001;                                              
  EQ 2841 LAAHKVI C LAHKVI(-1) PHKVI;                                         
EQUATION 1532  LAAHKVI  
   RHS     C  LAHKVI(-1)  PHKVI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1532 PLOT=0;END;                                                     

Equation number = 1532
**********************

Dependent variable = LAAHKVI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.986583764

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.046551326       0.101942319  -0.45664     1.000000
15005 LAHKVI  ( -1)       0.861808092       0.035114545  24.54277    -2.992813
15003 PHKVI   (  0)      -0.280455162       0.101504130  -2.76299     1.286487

SE of equation            =     0.306435032
Sum of squared residuals  =  17.3719494       0.158895119E-11
Average absolute error    =     0.220640386
Sum of ABS residuals      =  41.4803925    
R squared                 =   0.87105
Durbin-Watson statistic   =   2.18714
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!          +*                          !!          .   .0  .          !
 1966.2!           +*                         !!          .   .0  .          !
 1966.3!            +                         !!          .   0   .          !
 1966.4!          * +                         !!          . 0 .   .          !
 1967.1!          +*                          !!          .   .0  .          !
 1967.2!           +                          !!          .   0   .          !
 1967.3!           +   *                      !!          .   .   .0         !
 1967.4!             *+                       !!          . 0 .   .          !
 1968.1!          * +                         !!          0   .   .          !
 1968.2!         *+                           !!          . 0 .   .          !
 1968.3!          +*                          !!          .   . 0 .          !
 1968.4!            +*                        !!          .   . 0 .          !
 1969.1!             +*                       !!          .   . 0 .          !
 1969.2!             *+                       !!          .  0.   .          !
 1969.3!             +  *                     !!          .   .  0.          !
 1969.4!               +*                     !!          .   .0  .          !
 1970.1!             *  +                     !!          0   .   .          !
 1970.2!            *+                        !!          .  0.   .          !
 1970.3!            +                         !!          .   0   .          !
 1970.4!         *  +                         !!          0   .   .          !
 1971.1!          +                           !!          .   .0  .          !
 1971.2!         * +                          !!          . 0 .   .          !
 1971.3!         +                            !!          .   0   .          !
 1971.4!         + *                          !!          .   .  0.          !
 1972.1!        *  +                          !!          0   .   .          !
 1972.2!         +                            !!          .   .0  .          !
 1972.3!         + *                          !!          .   . 0 .          !
 1972.4!        *  +                          !!          .0  .   .          !
 1973.1!        +*                            !!          .   .0  .          !
 1973.2!  *      +                            !!    0     .   .   .          !
 1973.3!  +     *                             !!          .   .   .    0     !
 1973.4!       *+                             !!          . 0 .   .          !
 1974.1!     *+                               !!          . 0 .   .          !
 1974.2*    +                                 !!       0  .   .   .          !
 1974.3*+                                     !!          . 0 .   .          !
 1974.4!+    *                                !!          .   .   .   0      !
 1975.1!       +    *                         !!          .   .   .  0       !
 1975.2!            *+                        !!          . 0 .   .          !
 1975.3!             +        *               !!          .   .   .        0 !
 1975.4!           *         +                !0          .   .   .          !
 1976.1!            +    *                    !!          .   .   .  0       !
 1976.2!                 +      *             !!          .   .   .     0    !
 1976.3!                       +              !!          .  0.   .          !
 1976.4!                      +   *           !!          .   .   . 0        !
 1977.1!                         +            !!          .  0.   .          !
 1977.2!                       *+             !!          .  0.   .          !
 1977.3!                       + *            !!          .   .  0.          !
 1977.4!                        +             !!          .   0   .          !
 1978.1!                  *    +              !!      0   .   .   .          !
 1978.2!              *   +                   !!        0 .   .   .          !
 1978.3!          *    +                      !!        0 .   .   .          !
 1978.4!            +  *                      !!          .   .   .0         !
 1979.1!            *   +                     !!         0.   .   .          !
 1979.2!        *    +                        !!      0   .   .   .          !
 1979.3!      *   +                           !!         0.   .   .          !
 1979.4!        +     *                       !!          .   .   .    0     !
 1980.1!              +   *                   !!          .   .   .0         !
 1980.2!                  +*                  !!          .   .0  .          !
 1980.3!                  * +                 !!          . 0 .   .          !
 1980.4!               *   +                  !!         0.   .   .          !
 1981.1!                +  *                  !!          .   .   0          !
 1981.2!             *     +                  !!     0    .   .   .          !
 1981.3!              +         *             !!          .   .   .          0
 1981.4!                        +*            !!          .   . 0 .          !
 1982.1!                       *+             !!          . 0 .   .          !
 1982.2!                       +      *       !!          .   .   .       0  !
 1982.3!                             +*       !!          .   .0  .          !
 1982.4!                             +*       !!          .   . 0 .          !
 1983.1!                             + *      !!          .   .   0          !
 1983.2!                              +*      !!          .   .0  .          !
 1983.3!                          *   +       !!         0.   .   .          !
 1983.4!                          + *         !!          .   . 0 .          !
 1984.1!                           +  *       !!          .   .   0          !
 1984.2!                             +  *     !!          .   .   0          !
 1984.3!                             *+       !!          . 0 .   .          !
 1984.4!                            +*        !!          .   .0  .          !
 1985.1!                         *  +         !!         0.   .   .          !
 1985.2!                        +  *          !!          .   .   0          !
 1985.3!                          +           !!          .   0   .          !
 1985.4!                          + *         !!          .   .  0.          !
 1986.1!                            + *       !!          .   .   0          !
 1986.2!                           * +        !!          .0  .   .          !
 1986.3!                          +*          !!          .   .0  .          !
 1986.4!                          +  *        !!          .   .  0.          !
 1987.1!                           *+         !!          .  0.   .          !
 1987.2!                          +  *        !!          .   .  0.          !
 1987.3!                            + *       !!          .   . 0 .          !
 1987.4!                             + *      !!          .   .   0          !
 1988.1!                              + *     !!          .   . 0 .          !
 1988.2!                            *  +      !!          0   .   .          !
 1988.3!                            +  *      !!          .   .   .0         !
 1988.4!                              + *     !!          .   .  0.          !
 1989.1!                               +*     !!          .   .  0.          !
 1989.2!                               +      !!          .   0   .          !
 1989.3!                            * +       !!          .0  .   .          !
 1989.4!                           +    *     !!          .   .   .  0       !
 1990.1!                               +*     !!          .   . 0 .          !
 1990.2!                              +  *    !!          .   .   0          !
 1990.3!                           *   +      !!        0 .   .   .          !
 1990.4!                          + *         !!          .   .  0.          !
 1991.1!                           +   *      !!          .   .   .0         !
 1991.2!                             +       *!!          .   .   .       0  !
 1991.3!                                   +* !!          .   0   .          !
 1991.4!                                 *+   !!          .  0.   .          !
 1992.1!                               + *    !!          .   . 0 .          !
 1992.2!                               +      *!          .   .   .     0    !
 1992.3!                                    +*!!          .   .0  .          !
 1992.4!                                *  +  !!         0.   .   .          !
 1993.1!                               +      !!          .   .0  .          !
 1993.2!                           *  +       !!        0 .   .   .          !
 1993.3!                       *  +           !!         0.   .   .          !
 1993.4!                       +*             !!          .   .0  .          !
 1994.1!                        +             !!          .   .0  .          !
 1994.2!                       *+             !!          .  0.   .          !
 1994.3!                       +              !!          .   0   .          !
 1994.4!                       + *            !!          .   .  0.          !
 1995.1!                        *+            !!          .  0.   .          !
 1995.2!                     *  +             !!         0.   .   .          !
 1995.3!                     +                !!          .   0   .          !
 1995.4!                      + *             !!          .   .   0          !
 1996.1!                      * +             !!          0   .   .          !
 1996.2!                    * +               !!          .0  .   .          !
 1996.3!                  * +                 !!          .0  .   .          !
 1996.4!                   +  *               !!          .   .   .0         !
 1997.1!                     *+               !!          .  0.   .          !
 1997.2!                     +                !!          .  0.   .          !
 1997.3!                     +                !!          .  0.   .          !
 1997.4!                     +                !!          .   0   .          !
 1998.1!                    +                 !!          .   0   .          !
 1998.2!                   *+                 !!          . 0 .   .          !
 1998.3!                 * +                  !!          .0  .   .          !
 1998.4!                 *+                   !!          .  0.   .          !
 1999.1!                  +*                  !!          .   . 0 .          !
 1999.2!                  * +                 !!          . 0 .   .          !
 1999.3!                  *+                  !!          .  0.   .          !
 1999.4!                  +                   !!          .   0   .          !
 2000.1!                  *+                  !!          . 0 .   .          !
 2000.2!                  +                   !!          .  0.   .          !
 2000.3!                 * +                  !!          . 0 .   .          !
 2000.4!                  +*                  !!          .   . 0 .          !
 2001.1!                  *+                  !!          . 0 .   .          !
 2001.2!                *  +                  !!          0   .   .          !
 2001.3!                *+                    !!          .  0.   .          !
 2001.4!                 +                    !!          .   .0  .          !
 2002.1!                 *+                   !!          .  0.   .          !
 2002.2!                  +                   !!          .   0   .          !
 2002.3!                  +*                  !!          .   0   .          !
 2002.4!                   +*                 !!          .   .0  .          !
 2003.1!                    *+                !!          .  0.   .          !
 2003.2!                   *+                 !!          .  0.   .          !
 2003.3!                 *  +                 !!          0   .   .          !
 2003.4!                  +*                  !!          .   . 0 .          !
 2004.1!                    +                 !!          .   0   .          !
 2004.2!                    *+                !!          .   0   .          !
 2004.3!                  *  +                !!         0.   .   .          !
 2004.4!                   +                  !!          .   0   .          !
 2005.1!                   +                  !!          .  0.   .          !
 2005.2!                  * +                 !!          .0  .   .          !
 2005.3!                  *+                  !!          .  0.   .          !
 2005.4!                   +                  !!          .   0   .          !
 2006.1!                   *+                 !!          . 0 .   .          !
 2006.2!                 *  +                 !!          .0  .   .          !
 2006.3!                 * +                  !!          . 0 .   .          !
 2006.4!                   +*                 !!          .   . 0 .          !
 2007.1!                   * +                !!          . 0 .   .          !
 2007.2!                  * +                 !!          .0  .   .          !
 2007.3!                   +*                 !!          .   0   .          !
 2007.4!                   * +                !!          . 0 .   .          !
 2008.1!                  * +                 !!          0   .   .          !
 2008.2!                  *+                  !!          .  0.   .          !
 2008.3!                   +                  !!          .  0.   .          !
 2008.4!                    +*                !!          .   . 0 .          !
 2009.1!                      +               !!          .   0   .          !
 2009.2!                    * +               !!          .0  .   .          !
 2009.3!                  * +                 !!          .0  .   .          !
 2009.4!                   +*                 !!          .   .0  .          !
 2010.1!                     +                !!          .   0   .          !
 2010.2!                    *+                !!          . 0 .   .          !
 2010.3!                    *+                !!          . 0 .   .          !
 2010.4!                    +*                !!          .   .0  .          !
 2011.1!                     *+               !!          .   0   .          !
 2011.2!                     *+               !!          . 0 .   .          !
 2011.3!                    *+                !!          . 0 .   .          !
 2011.4!                     +*               !!          .   . 0 .          !
 2012.1!                      +*              !!          .   0   .          !
 2012.2!                    *  +              !!          0   .   .          !
 2012.3!                    *+                !!          . 0 .   .          !
 2012.4!                    +                 !!          .   0   .          !


     23.40 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@@EQ 2842 LAASIVI C LASIVI(-1) PSIVI;SMPL 1993.1 2012.4;OLS;EST 2842 PLOT=0;EN
@@EQ 2843 LAANIVI C LANIVI(-1) PNIVI;SMPL 2013.1 2012.4;OLS;EST 2843 PLOT=0;EN
@@EQ 2844 LAAALVI C LAALVI(-1) PALVI;SMPL 2013.1 2012.4;OLS;EST 2844 PLOT=0;EN
@@EQ 2845 LAAIAVI C LAIAVI(-1) PIAVI;SMPL 1985.4 2012.4;OLS;EST 2845 PLOT=0;EN
@@EQ 2846 LAAINVI C LAINVI(-1) PINVI;SMPL 2013.1 2012.4;OLS;EST 2846 PLOT=0;EN
@@EQ 2847 LAAIQVI C LAIQVI(-1) PIQVI;SMPL 2013.1 2012.4;OLS;EST 2847 PLOT=0;EN
@@EQ 2848 LAAKUVI C LAKUVI(-1) PKUVI;SMPL 1995.3 2012.4;OLS;EST 2848 PLOT=0;EN
@@EQ 2849 LAALIVI C LALIVI(-1) PLIVI;SMPL 2013.1 2012.4;OLS;EST 2849 PLOT=0;EN
@@EQ 2850 LAAUAVI C LAUAVI(-1) PUAVI;SMPL 1993.3 2012.4;OLS;EST 2850 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSNI=USPX$/NIPMM;                                                      
 GENR LAAUSNI=LOG(AAUSNI+.00001);                                             
 GENR LAUSNI=LOG(AUSNI+.00001);                                               
 LHS AAUSNI=EXP(LAAUSNI)-.00001;                                              
  EQ 2851 LAAUSNI C LAUSNI(-1) PUSNI;                                         
EQUATION 1533  LAAUSNI  
   RHS     C  LAUSNI(-1)  PUSNI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1533 PLOT=0;END;                                                     

Equation number = 1533
**********************

Dependent variable = LAAUSNI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.291121338

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.713517918       0.172891299  -4.12697     1.000000
15008 LAUSNI  ( -1)       0.644068046       0.056691416  11.36094    -2.291451
15006 PUSNI   (  0)      -0.089990024       0.121167983  -0.74269     1.130718

SE of equation            =     0.165246943
Sum of squared residuals  =  5.05171218      -0.233988384E-10
Average absolute error    =     0.124993299
Sum of ABS residuals      =  23.4987403    
R squared                 =   0.42396
Durbin-Watson statistic   =   2.28336
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                       +  *           !!         .    .  0 .         !
 1966.2!                       +              *!         .    .    .       0 !
 1966.3!                      *        +      !!      0  .    .    .         !
 1966.4!                    +             *   !!         .    .    .       0 !
 1967.1!                            +         !!         .    0    .         !
 1967.2!                 *      +             !!        0.    .    .         !
 1967.3!               * +                    !!         .  0 .    .         !
 1967.4!               *+                     !!         .   0.    .         !
 1968.1!           *    +                     !!         .0   .    .         !
 1968.2!             +*                       !!         .    .0   .         !
 1968.3!               +        *             !!         .    .    .  0      !
 1968.4!                  *  +                !!         . 0  .    .         !
 1969.1!                  +                   !!         .    0    .         !
 1969.2!                *+                    !!         .   0.    .         !
 1969.3!             *  +                     !!         . 0  .    .         !
 1969.4!              +            *          !!         .    .    .      0  !
 1970.1!                        +      *      !!         .    .    .0        !
 1970.2!                     *    +           !!         .0   .    .         !
 1970.3!                   +      *           !!         .    .    .0        !
 1970.4!                       +              !!         .    0    .         !
 1971.1!                     +      *         !!         .    .    . 0       !
 1971.2!                        +     *       !!         .    .    0         !
 1971.3!                       * +            !!         .  0 .    .         !
 1971.4!               *     +                !!         0    .    .         !
 1972.1!                +                     !!         .    0    .         !
 1972.2!      *          +                    !!     0   .    .    .         !
 1972.3!         * +                          !!         .   0.    .         !
 1972.4!            +   *                     !!         .    .  0 .         !
 1973.1!                +  *                  !!         .    . 0  .         !
 1973.2!                   +*                 !!         .    .0   .         !
 1973.3!                  *+                  !!         .   0.    .         !
 1973.4!              *   +                   !!         .0   .    .         !
 1974.1!             * +                      !!         .  0 .    .         !
 1974.2!               +            *         !!         .    .    .      0  !
 1974.3!                       * +            !!         .  0 .    .         !
 1974.4!                   * +                !!         .   0.    .         !
 1975.1!                   +                  !!         .    0    .         !
 1975.2!          *       +                   !!       0 .    .    .         !
 1975.3!             + *                      !!         .    . 0  .         !
 1975.4!                +   *                 !!         .    .  0 .         !
 1976.1!             *     +                  !!         0    .    .         !
 1976.2!               +*                     !!         .    .0   .         !
 1976.3!                 +   *                !!         .    .   0.         !
 1976.4!                    +       *         !!         .    .    . 0       !
 1977.1!                  *     +             !!        0.    .    .         !
 1977.2!                 *+                   !!         .   0.    .         !
 1977.3!                 +   *                !!         .    .  0 .         !
 1977.4!                 *  +                 !!         . 0  .    .         !
 1978.1!                  +  *                !!         .    .  0 .         !
 1978.2!                 *  +                 !!         . 0  .    .         !
 1978.3!               *  +                   !!         .  0 .    .         !
 1978.4!              *  +                    !!         .  0 .    .         !
 1979.1!                +  *                  !!         .    . 0  .         !
 1979.2!          *        +                  !!      0  .    .    .         !
 1979.3!       *     +                        !!         0    .    .         !
 1979.4!          * +                         !!         .  0 .    .         !
 1980.1!             +    *                   !!         .    .   0.         !
 1980.2!               *   +                  !!         . 0  .    .         !
 1980.3!            *    +                    !!         .0   .    .         !
 1980.4!             * +                      !!         .   0.    .         !
 1981.1!            *  +                      !!         . 0  .    .         !
 1981.2!              + *                     !!         .    .0   .         !
 1981.3!            *   +                     !!         .0   .    .         !
 1981.4!           *  +                       !!         . 0  .    .         !
 1982.1!              +                       !!         .    0    .         !
 1982.2!               + *                    !!         .    . 0  .         !
 1982.3!                 + *                  !!         .    . 0  .         !
 1982.4!                 * +                  !!         .   0.    .         !
 1983.1!                 +                    !!         .    0    .         !
 1983.2!            *    +                    !!         .0   .    .         !
 1983.3!              +     *                 !!         .    .    0         !
 1983.4!                   +                  !!         .    0    .         !
 1984.1!              *   +                   !!         .0   .    .         !
 1984.2!               +                      !!         .    0    .         !
 1984.3!       *        +                     !!      0  .    .    .         !
 1984.4!     *     +                          !!         0    .    .         !
 1985.1!         +  *                         !!         .    .  0 .         !
 1985.2!             *+                       !!         .   0.    .         !
 1985.3!              +*                      !!         .    .0   .         !
 1985.4!         *      +                     !!       0 .    .    .         !
 1986.1!     *      +                         !!        0.    .    .         !
 1986.2*         +                            !!     0   .    .    .         !
 1986.3!      +           *                   !!         .    .    .     0   !
 1986.4!                 *+                   !!         .   0.    .         !
 1987.1!      *          +                    !!    0    .    .    .         !
 1987.2!        *  +                          !!         .  0 .    .         !
 1987.3*            +                         !!   0     .    .    .         !
 1987.4!    * +                               !!         .  0 .    .         !
 1988.1!         +                            !!         .   0.    .         !
 1988.2!         *  +                         !!         .  0 .    .         !
 1988.3!            +                         !!         .   0.    .         !
 1988.4!           *  +                       !!         . 0  .    .         !
 1989.1!             +      *                 !!         .    .    .0        !
 1989.2!                *  +                  !!         .  0 .    .         !
 1989.3!                 +          *         !!         .    .    .   0     !
 1989.4!               *        +             !!      0  .    .    .         !
 1990.1!                +                     !!         .   0.    .         !
 1990.2!                 +*                   !!         .    .0   .         !
 1990.3!        *         +                   !!     0   .    .    .         !
 1990.4!            +             *           !!         .    .    .       0 !
 1991.1!                       *+             !!         .   0.    .         !
 1991.2!                     + *              !!         .    .0   .         !
 1991.3!                     + *              !!         .    . 0  .         !
 1991.4!                      +    *          !!         .    .    0         !
 1992.1!                        + *           !!         .    . 0  .         !
 1992.2!                        +   *         !!         .    .   0.         !
 1992.3!                  *      +            !!        0.    .    .         !
 1992.4!                  +       *           !!         .    .    . 0       !
 1993.1!                       +      *       !!         .    .    .0        !
 1993.2!                       *  +           !!         . 0  .    .         !
 1993.3!                     +     *          !!         .    .    0         !
 1993.4!                        +*            !!         .    .0   .         !
 1994.1!                   *   +              !!         .0   .    .         !
 1994.2!                  + *                 !!         .    .0   .         !
 1994.3!                   +     *            !!         .    .    0         !
 1994.4!                  *    +              !!         0    .    .         !
 1995.1!                  +      *            !!         .    .    .0        !
 1995.2!                       +*             !!         .    .0   .         !
 1995.3!                      +     *         !!         .    .    0         !
 1995.4!                     *   +            !!         . 0  .    .         !
 1996.1!                    +       *         !!         .    .    . 0       !
 1996.2!                        +             !!         .    0    .         !
 1996.3!                      +    *          !!         .    .   0.         !
 1996.4!                        +     *       !!         .    .    .0        !
 1997.1!                         *+           !!         .   0.    .         !
 1997.2!                       +  *           !!         .    .  0 .         !
 1997.3!                       +  *           !!         .    . 0  .         !
 1997.4!                       +*             !!         .    .0   .         !
 1998.1!                      +   *           !!         .    .   0.         !
 1998.2!                     * +              !!         .  0 .    .         !
 1998.3!                  * +                 !!         .  0 .    .         !
 1998.4!                  +       *           !!         .    .    . 0       !
 1999.1!                  *    +              !!         .0   .    .         !
 1999.2!                 *+                   !!         .   0.    .         !
 1999.3!           *      +                   !!        0.    .    .         !
 1999.4!         *   +                        !!         .0   .    .         !
 2000.1!            +         *               !!         .    .    .   0     !
 2000.2!    *                +                !0         .    .    .         !
 2000.3!     *  +                             !!         . 0  .    .         !
 2000.4!          +*                          !!         .    .0   .         !
 2001.1!          *  +                        !!         . 0  .    .         !
 2001.2!             +*                       !!         .    .0   .         !
 2001.3!      *        +                      !!      0  .    .    .         !
 2001.4!         *+                           !!         .   0.    .         !
 2002.1!         *  +                         !!         . 0  .    .         !
 2002.2!            +   *                     !!         .    .  0 .         !
 2002.3!              * +                     !!         .  0 .    .         !
 2002.4!        *      +                      !!        0.    .    .         !
 2003.1! *         +                          !!     0   .    .    .         !
 2003.2!       +  *                           !!         .    .  0 .         !
 2003.3!          *  +                        !!         .  0 .    .         !
 2003.4!       *     +                        !!        0.    .    .         !
 2004.1!           +*                         !!         .    .0   .         !
 2004.2!              +*                      !!         .    0    .         !
 2004.3!                + *                   !!         .    . 0  .         !
 2004.4!                  +        *          !!         .    .    . 0       !
 2005.1!             *          +             !!    0    .    .    .         !
 2005.2!               +                      !!         .    0    .         !
 2005.3!                +*                    !!         .    0    .         !
 2005.4!                *+                    !!         .   0.    .         !
 2006.1!                 + *                  !!         .    . 0  .         !
 2006.2!                   +  *               !!         .    . 0  .         !
 2006.3!                     +                !!         .    0    .         !
 2006.4!                    +                 !!         .    0    .         !
 2007.1!                    +                 !!         .    0    .         !
 2007.2!                 * +                  !!         .  0 .    .         !
 2007.3!                 *+                   !!         .    0    .         !
 2007.4!                  +*                  !!         .    .0   .         !
 2008.1!                   + *                !!         .    .0   .         !
 2008.2!                    + *               !!         .    .0   .         !
 2008.3!                   * +                !!         .   0.    .         !
 2008.4!                  *+                  !!         .   0.    .         !
 2009.1!                  +       *           !!         .    .    .0        !
 2009.2!                       + *            !!         .    .0   .         !
 2009.3!                    *  +              !!         .  0 .    .         !
 2009.4!                    +     *           !!         .    .    0         !
 2010.1!                       +     *        !!         .    .    0         !
 2010.2!                        *+            !!         .   0.    .         !
 2010.3!                    * +               !!         .  0 .    .         !
 2010.4!                    +   *             !!         .    .  0 .         !
 2011.1!                      +*              !!         .    .0   .         !
 2011.2!                    * +               !!         .   0.    .         !
 2011.3!                    +  *              !!         .    .  0 .         !
 2011.4!                      +  *            !!         .    .  0 .         !
 2012.1!                       + *            !!         .    . 0  .         !
 2012.2!                       +     *        !!         .    .    0         !
 2012.3!                         +   *        !!         .    .  0 .         !
 2012.4!                         +  *         !!         .    . 0  .         !


     29.79 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@EQ  2852 LAACANI C LACANI(-1) PCANI;SMPL 1969.4 2012.4;OLS;EST 2852 PLOT=0;EN
@EQ  2853 LAAJANI C LAJANI(-1) PJANI;SMPL 1966.1 2012.4;OLS;EST 2853 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUNI=AUPX$/NIPMM;                                                      
 GENR LAAAUNI=LOG(AAAUNI+.00001);                                             
 GENR LAAUNI=LOG(AAUNI+.00001);                                               
 LHS AAAUNI=EXP(LAAAUNI)-.00001;                                              
  EQ 2854 LAAAUNI C LAAUNI(-1) PAUNI;                                         
EQUATION 1534  LAAAUNI  
   RHS     C  LAAUNI(-1)  PAUNI  
 SMPL 1969.2 2012.4;                                                          
Sample period is now  1969.2 to  2012.4 Internally:    70 to   244
 OLS;EST 1534 PLOT=0;END;                                                     

Equation number = 1534
**********************

Dependent variable = LAAAUNI 

 1969.2 -   2012.4,    0 missing obs.,  175 obs. used.

Mean of dependent variable       -4.719227420

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.117862682       0.393951051  -2.83757     1.000000
15011 LAAUNI  ( -1)       0.615868060       0.060041009  10.25746    -4.715694
15009 PAUNI   (  0)      -0.711918490       0.362739811  -1.96261     0.979212

SE of equation            =     0.397121661
Sum of squared residuals  =  27.1253655      -0.350119933E-11
Average absolute error    =     0.296988634
Sum of ABS residuals      =  51.9730110    
R squared                 =   0.42677
Durbin-Watson statistic   =   2.28514
SMPL and No. Obs.         = 1969.2   2012.4    175

Plot of actual(*) and fitted(+) values and residuals(0)


 1969.2!              * +                     !!         .   0.    .         !
 1969.3!              *+                      !!         .   0.    .         !
 1969.4!              +        *              !!         .    .    .0        !
 1970.1!                     +                !!         .    0    .         !
 1970.2!                    +                 !!         .    .0   .         !
 1970.3!                  *+                  !!         .   0.    .         !
 1970.4!                  +        *          !!         .    .    . 0       !
 1971.1!               *       +              !!        0.    .    .         !
 1971.2!              * +                     !!         .   0.    .         !
 1971.3!            *  +                      !!         . 0  .    .         !
 1971.4!              +     *                 !!         .    .   0.         !
 1972.1!             *     +                  !!         .0   .    .         !
 1972.2!             *+                       !!         .   0.    .         !
 1972.3!              +                 *     !!         .    .    .       0 !
 1972.4!                      *   +           !!         . 0  .    .         !
 1973.1!                *   +                 !!         .  0 .    .         !
 1973.2!                +*                    !!         .    .0   .         !
 1973.3!         *     +                      !!         .0   .    .         !
 1973.4!           +                    *     !!         .    .    .         0
 1974.1!                          +*          !!         .    .0   .         !
 1974.2!                       +              !!         .    0    .         !
 1974.3!                     +  *             !!         .    . 0  .         !
 1974.4!                     +        *       !!         .    .    . 0       !
 1975.1!                        *+            !!         .   0.    .         !
 1975.2!                     +    *           !!         .    .   0.         !
 1975.3!                       +*             !!         .    .0   .         !
 1975.4!                     +         *      !!         .    .    . 0       !
 1976.1!                          +   *       !!         .    .  0 .         !
 1976.2!                         +            !!         .    .0   .         !
 1976.3!                      +  *            !!         .    . 0  .         !
 1976.4!                     +       *        !!         .    .    .0        !
 1977.1!                        +*            !!         .    .0   .         !
 1977.2!                      + *             !!         .    . 0  .         !
 1977.3!                    *+                !!         .    0    .         !
 1977.4!            *      +                  !!         0    .    .         !
 1978.1!            * +                       !!         .   0.    .         !
 1978.2!          *   +                       !!         .  0 .    .         !
 1978.3!          *  +                        !!         .  0 .    .         !
 1978.4!            + *                       !!         .    .0   .         !
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 1979.2!               *    +                 !!         . 0  .    .         !
 1979.3!           *    +                     !!         .0   .    .         !
 1979.4!             +    *                   !!         .    .   0.         !
 1980.1!                  + *                 !!         .    .0   .         !
 1980.2!                    +   *             !!         .    .  0 .         !
 1980.3!                      +    *          !!         .    .  0 .         !
 1980.4!                        +*            !!         .    0    .         !
 1981.1!                       *+             !!         .    0    .         !
 1981.2!                      *+              !!         .   0.    .         !
 1981.3!                *     +               !!         .0   .    .         !
 1981.4!                  +  *                !!         .    . 0  .         !
 1982.1!                     +*               !!         .    .0   .         !
 1982.2!               *      +               !!         0    .    .         !
 1982.3!                 +   *                !!         .    .  0 .         !
 1982.4!                     +*               !!         .    0    .         !
 1983.1!               *     +                !!         .0   .    .         !
 1983.2!            *     +                   !!         .0   .    .         !
 1983.3!      *         +                     !!       0 .    .    .         !
 1983.4!            +                *        !!         .    .    .      0  !
 1984.1!        *                 +           !!0        .    .    .         !
 1984.2!             +        *               !!         .    .    . 0       !
 1984.3!                *      +              !!         0    .    .         !
 1984.4!                  +    *              !!         .    .  0 .         !
 1985.1!                       +    *         !!         .    .   0.         !
 1985.2!                         *+           !!         .    0    .         !
 1985.3!                    *   +             !!         . 0  .    .         !
 1985.4!                    +         *       !!         .    .    . 0       !
 1986.1!             *            +           !!    0    .    .    .         !
 1986.2!               + *                    !!         .    . 0  .         !
 1986.3!                 +       *            !!         .    .    .0        !
 1986.4!                     *+               !!         .   0.    .         !
 1987.1!                   +         *        !!         .    .    .  0      !
 1987.2!                         +         *  !!         .    .    .  0      !
 1987.3!                        *   +         !!         . 0  .    .         !
 1987.4!                     +*               !!         .    .0   .         !
 1988.1!                *   +                 !!         . 0  .    .         !
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 1988.4!                +      *              !!         .    .    0         !
 1989.1!               *     +                !!         .0   .    .         !
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 1989.3!                       +*             !!         .    0    .         !
 1989.4!                     +                *!         .    .    .       0 !
 1990.1!                             +*       !!         .    .0   .         !
 1990.2!        *               +             !!  0      .    .    .         !
 1990.3!          +            *              !!         .    .    .    0    !
 1990.4!                    +              *  !!         .    .    .     0   !
 1991.1!                           +        * !!         .    .    .0        !
 1991.2!                        *   +         !!         . 0  .    .         !
 1991.3!                     +     *          !!         .    .    0         !
 1991.4!                       +   *          !!         .    .  0 .         !
 1992.1!              *       +               !!        0.    .    .         !
 1992.2!              +*                      !!         .    0    .         !
 1992.3!            * +                       !!         .  0 .    .         !
 1992.4!             +    *                   !!         .    .   0.         !
 1993.1!          *     +                     !!         0    .    .         !
 1993.2!         *  +                         !!         .  0 .    .         !
 1993.3!           +             *            !!         .    .    .    0    !
 1993.4!                     + *              !!         .    . 0  .         !
 1994.1!                 *  +                 !!         .  0 .    .         !
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 1994.3!         * +                          !!         .   0.    .         !
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 1995.1!                   +                  !!         .    0    .         !
 1995.2!                 +*                   !!         .    .0   .         !
 1995.3!                *+                    !!         .    0    .         !
 1995.4!               +  *                   !!         .    . 0  .         !
 1996.1!         *       +                    !!         0    .    .         !
 1996.2!        * +                           !!         .  0 .    .         !
 1996.3!      *   +                           !!         . 0  .    .         !
 1996.4!         +                            !!         .    0    .         !
 1997.1!           + *                        !!         .    .0   .         !
 1997.2!             *+                       !!         .   0.    .         !
 1997.3!          *    +                      !!         . 0  .    .         !
 1997.4!             +*                       !!         .    .0   .         !
 1998.1!             * +                      !!         .  0 .    .         !
 1998.2!              +                       !!         .    0    .         !
 1998.3!            * +                       !!         .  0 .    .         !
 1998.4!            *+                        !!         .   0.    .         !
 1999.1!       *     +                        !!         0    .    .         !
 1999.2!        * +                           !!         .  0 .    .         !
 1999.3!   *       +                          !!        0.    .    .         !
 1999.4!        +    *                        !!         .    .  0 .         !
 2000.1!           *  +                       !!         . 0  .    .         !
 2000.2!           *  +                       !!         .  0 .    .         !
 2000.3!            * +                       !!         .   0.    .         !
 2000.4!               +   *                  !!         .    .  0 .         !
 2001.1!            *     +                   !!         0    .    .         !
 2001.2!              +  *                    !!         .    . 0  .         !
 2001.3!                * +                   !!         .  0 .    .         !
 2001.4!              * +                     !!         .  0 .    .         !
 2002.1!               +  *                   !!         .    . 0  .         !
 2002.2!             *    +                   !!         . 0  .    .         !
 2002.3!         *    +                       !!         .0   .    .         !
 2002.4!            +    *                    !!         .    .   0.         !
 2003.1!                + *                   !!         .    . 0  .         !
 2003.2!             *  +                     !!         .  0 .    .         !
 2003.3!          *  +                        !!         .  0 .    .         !
 2003.4!           +                          !!         .    0    .         !
 2004.1!            +*                        !!         .    .0   .         !
 2004.2!            *+                        !!         .   0.    .         !
 2004.3!            *+                        !!         .   0.    .         !
 2004.4!            +       *                 !!         .    .    .0        !
 2005.1!               * +                    !!         .  0 .    .         !
 2005.2!          *   +                       !!         . 0  .    .         !
 2005.3!            +                         !!         .    0    .         !
 2005.4!             +   *                    !!         .    .  0 .         !
 2006.1!    *           +                     !!     0   .    .    .         !
 2006.2!        +                             !!         .    0    .         !
 2006.3!        *  +                          !!         .  0 .    .         !
 2006.4!          +     *                     !!         .    .    0         !
 2007.1!               + *                    !!         .    .0   .         !
 2007.2!            *   +                     !!         .  0 .    .         !
 2007.3!        *    +                        !!         .0   .    .         !
 2007.4!          +      *                    !!         .    .    .0        !
 2008.1!           *    +                     !!         .0   .    .         !
 2008.2!           +*                         !!         .    0    .         !
 2008.3!           *+                         !!         .   0.    .         !
 2008.4!         *  +                         !!         .  0 .    .         !
 2009.1*           +                          !!      0  .    .    .         !
 2009.2!     +   *                            !!         .    .  0 .         !
 2009.3!     *     +                          !!         .0   .    .         !
 2009.4!      * +                             !!         .  0 .    .         !
 2010.1!*        +                            !!        0.    .    .         !
 2010.2*      +                               !!         0    .    .         !
 2010.3!     +                                !!         .    0    .         !
 2010.4! *       +                            !!        0.    .    .         !
 2011.1*       +                              !!         0    .    .         !
 2011.2*     +                                !!         0    .    .         !
 2011.3!  *  +                                !!         .  0 .    .         !
 2011.4!     * +                              !!         .  0 .    .         !
 2012.1!   *     +                            !!         0    .    .         !
 2012.2!   *    +                             !!         .0   .    .         !
 2012.3!  *      +                            !!         0    .    .         !
 2012.4!      * +                             !!         .   0.    .         !


     26.86 percent of the residuals exceed 1 SE
      6.29 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRNI=FRPX$/NIPMM;                                                      
 GENR LAAFRNI=LOG(AAFRNI+.00001);                                             
 GENR LAFRNI=LOG(AFRNI+.00001);                                               
 LHS AAFRNI=EXP(LAAFRNI)-.00001;                                              
  EQ 2855 LAAFRNI C LAFRNI(-1) PFRNI;                                         
EQUATION 1535  LAAFRNI  
   RHS     C  LAFRNI(-1)  PFRNI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1535 PLOT=0;END;                                                     

Equation number = 1535
**********************

Dependent variable = LAAFRNI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.684490625

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.182900958       0.142091842  -1.28720     1.000000
15014 LAFRNI  ( -1)       0.764724540       0.046259919  16.53104    -2.687393
15012 PFRNI   (  0)      -0.386919257       0.143248587  -2.70103     1.153920

SE of equation            =     0.221011493
Sum of squared residuals  =  9.03652479       0.121360699E-10
Average absolute error    =     0.166147059
Sum of ABS residuals      =  31.2356470    
R squared                 =   0.72093
Durbin-Watson statistic   =   2.59039
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!      + *                             !!          .   .  0.          !
 1966.2!        *+                            !!          .  0.   .          !
 1966.3!        *+                            !!          .  0.   .          !
 1966.4!     *   +                            !!          0   .   .          !
 1967.1!       + *                            !!          .   . 0 .          !
 1967.2!      *  +                            !!         0.   .   .          !
 1967.3!       +                              !!          .   0   .          !
 1967.4!    *   +                             !!         0.   .   .          !
 1968.1!     +                                !!          .   0   .          !
 1968.2*      +                               !!      0   .   .   .          !
 1968.3! +  *                                 !!          .   .   0          !
 1968.4!  *  +                                !!          .0  .   .          !
 1969.1! *  +                                 !!          0   .   .          !
 1969.2!  + *                                 !!          .   . 0 .          !
 1969.3!   *  +                               !!          .0  .   .          !
 1969.4! *   +                                !!         0.   .   .          !
 1970.1! *   +                                !!          0   .   .          !
 1970.2!    *+                                !!          .  0.   .          !
 1970.3!       +                              !!          .   0   .          !
 1970.4!     *   +                            !!          0   .   .          !
 1971.1!     *  +                             !!          .0  .   .          !
 1971.2!       *+                             !!          .  0.   .          !
 1971.3!       * +                            !!          .0  .   .          !
 1971.4!         +  *                         !!          .   .  0.          !
 1972.1!             +*                       !!          .   .0  .          !
 1972.2!              + *                     !!          .   . 0 .          !
 1972.3!             *  +                     !!          .0  .   .          !
 1972.4!              +*                      !!          .   .0  .          !
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 1973.2!                + *                   !!          .   . 0 .          !
 1973.3!               * +                    !!          .0  .   .          !
 1973.4!              + *                     !!          .   . 0 .          !
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 1974.3!                 +*                   !!          .   . 0 .          !
 1974.4!                  + *                 !!          .   . 0 .          !
 1975.1!                   +     *            !!          .   .   .  0       !
 1975.2!                     * +              !!          . 0 .   .          !
 1975.3!                  * +                 !!          . 0 .   .          !
 1975.4!                 +                    !!          .   0   .          !
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 1976.3!                   + *                !!          .   .  0.          !
 1976.4!                   *+                 !!          .  0.   .          !
 1977.1!                   +  *               !!          .   .   0          !
 1977.2!                    *+                !!          .  0.   .          !
 1977.3!                 * +                  !!          .0  .   .          !
 1977.4!                 +  *                 !!          .   .   0          !
 1978.1!                    +                 !!          .   0   .          !
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 1978.3!                   +*                 !!          .   .0  .          !
 1978.4!                  *+                  !!          .  0.   .          !
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 1979.3!                      +*              !!          .   . 0 .          !
 1979.4!                      +               !!          .   0   .          !
 1980.1!                     +  *             !!          .   .   0          !
 1980.2!                      *+              !!          .  0.   .          !
 1980.3!                     +*               !!          .   .0  .          !
 1980.4!                      +*              !!          .   . 0 .          !
 1981.1!                       +*             !!          .   . 0 .          !
 1981.2!                       *+             !!          .   0   .          !
 1981.3!                       +  *           !!          .   .  0.          !
 1981.4!                         + *          !!          .   .  0.          !
 1982.1!                         +*           !!          .   .0  .          !
 1982.2!                         +*           !!          .   .0  .          !
 1982.3!                         +*           !!          .   . 0 .          !
 1982.4!                         + *          !!          .   . 0 .          !
 1983.1!                         +*           !!          .   0   .          !
 1983.2!                         + *          !!          .   .  0.          !
 1983.3!                          +     *     !!          .   .   .  0       !
 1983.4!                             +*       !!          .   .0  .          !
 1984.1!                          * +         !!          .0  .   .          !
 1984.2!                        +      *      !!          .   .   .   0      !
 1984.3!                             +  *     !!          .   .  0.          !
 1984.4!                              +       *!          .   .   .     0    !
 1985.1!                       *          +   !!0         .   .   .          !
 1985.2!                      + *             !!          .   . 0 .          !
 1985.3!                     * +              !!          .0  .   .          !
 1985.4!                     +    *           !!          .   .   .  0       !
 1986.1!                        +       *     !!          .   .   .    0     !
 1986.2!                    *        +        !!    0     .   .   .          !
 1986.3!                    +  *              !!          .   .   0          !
 1986.4!                     *+               !!          .  0.   .          !
 1987.1!                     + *              !!          .   .  0.          !
 1987.2!                     *+               !!          .  0.   .          !
 1987.3!                     +     *          !!          .   .   .  0       !
 1987.4!                 *       +            !!    0     .   .   .          !
 1988.1!                 +         *          !!          .   .   .       0  !
 1988.2!                         +            !!          .  0.   .          !
 1988.3!                       +    *         !!          .   .   . 0        !
 1988.4!                  *       +           !!     0    .   .   .          !
 1989.1!                  +      *            !!          .   .   .   0      !
 1989.2!                        + *           !!          .   .  0.          !
 1989.3!                      * +             !!          . 0 .   .          !
 1989.4!                   * +                !!          .0  .   .          !
 1990.1!                   +*                 !!          .   . 0 .          !
 1990.2!                   +      *           !!          .   .   .   0      !
 1990.3!                      *+              !!          .  0.   .          !
 1990.4!                    *+                !!          .  0.   .          !
 1991.1!                    + *               !!          .   .  0.          !
 1991.2!                     + *              !!          .   . 0 .          !
 1991.3!                      +*              !!          .   0   .          !
 1991.4!                     *+               !!          .   0   .          !
 1992.1!                     +  *             !!          .   .   0          !
 1992.2!                       + *            !!          .   .  0.          !
 1992.3!                     *  +             !!          .0  .   .          !
 1992.4!                    +                 !!          .  0.   .          !
 1993.1!                    +*                !!          .   .0  .          !
 1993.2!                     + *              !!          .   .  0.          !
 1993.3!                    * +               !!          .0  .   .          !
 1993.4!                    +*                !!          .   .0  .          !
 1994.1!                     +    *           !!          .   .   .0         !
 1994.2!                       *+             !!          . 0 .   .          !
 1994.3!                      +               !!          .   0   .          !
 1994.4!                     +  *             !!          .   .   0          !
 1995.1!                      *+              !!          .  0.   .          !
 1995.2!                     *+               !!          .  0.   .          !
 1995.3!                     +                !!          .   0   .          !
 1995.4!                     +                !!          .   .0  .          !
 1996.1!                     +                !!          .   0   .          !
 1996.2!                    + *               !!          .   . 0 .          !
 1996.3!                     + *              !!          .   . 0 .          !
 1996.4!                   *  +               !!          0   .   .          !
 1997.1!                   +  *               !!          .   .  0.          !
 1997.2!                   *  +               !!          .0  .   .          !
 1997.3!                    + *               !!          .   . 0 .          !
 1997.4!                  *   +               !!         0.   .   .          !
 1998.1!                   +  *               !!          .   .   0          !
 1998.2!                     *+               !!          .  0.   .          !
 1998.3!                     +  *             !!          .   .  0.          !
 1998.4!                       +              !!          .   0   .          !
 1999.1!                       +              !!          .   0   .          !
 1999.2!                       + *            !!          .   .  0.          !
 1999.3!                   *    +             !!       0  .   .   .          !
 1999.4!                    +    *            !!          .   .   . 0        !
 2000.1!                        + *           !!          .   . 0 .          !
 2000.2!                        * +           !!          . 0 .   .          !
 2000.3!                        +             !!          .   0   .          !
 2000.4!                        +*            !!          .   .0  .          !
 2001.1!                    *    +            !!        0 .   .   .          !
 2001.2!                     + *              !!          .   . 0 .          !
 2001.3!                       +*             !!          .   0   .          !
 2001.4!                  *     +             !!       0  .   .   .          !
 2002.1!                    +    *            !!          .   .   .  0       !
 2002.2!                     *   +            !!          0   .   .          !
 2002.3!                      +     *         !!          .   .   .   0      !
 2002.4!                     *     +          !!      0   .   .   .          !
 2003.1!                   * +                !!          . 0 .   .          !
 2003.2!                   +  *               !!          .   .   0          !
 2003.3!                    * +               !!          . 0 .   .          !
 2003.4!                     + *              !!          .   .  0.          !
 2004.1!                 *     +              !!       0  .   .   .          !
 2004.2!               *  +                   !!          .0  .   .          !
 2004.3!                 +    *               !!          .   .   .  0       !
 2004.4!                  *   +               !!         0.   .   .          !
 2005.1!                  +  *                !!          .   .   0          !
 2005.2!                  *  +                !!          0   .   .          !
 2005.3!                   + *                !!          .   .  0.          !
 2005.4!                      +               !!          .   0   .          !
 2006.1!                      +   *           !!          .   .   0          !
 2006.2!                     *   +            !!         0.   .   .          !
 2006.3!                *     +               !!       0  .   .   .          !
 2006.4!                 +                    !!          .  0.   .          !
 2007.1!                * +                   !!          . 0 .   .          !
 2007.2!               * +                    !!          .0  .   .          !
 2007.3!             *   +                    !!         0.   .   .          !
 2007.4!              +*                      !!          .   0   .          !
 2008.1!               *+                     !!          . 0 .   .          !
 2008.2!              * +                     !!          . 0 .   .          !
 2008.3!             *  +                     !!          0   .   .          !
 2008.4!              *+                      !!          .  0.   .          !
 2009.1!               *+                     !!          .  0.   .          !
 2009.2!                 +    *               !!          .   .   . 0        !
 2009.3!             *        +               !!   0      .   .   .          !
 2009.4!       *       +                      !!     0    .   .   .          !
 2010.1!           +        *                 !!          .   .   .      0   !
 2010.2!                   * +                !!          .0  .   .          !
 2010.3!                    + *               !!          .   . 0 .          !
 2010.4!         *            +               !0          .   .   .          !
 2011.1!             +    *                   !!          .   .   . 0        !
 2011.2!               *   +                  !!         0.   .   .          !
 2011.3!        *        +                    !!   0      .   .   .          !
 2011.4!          * +                         !!          . 0 .   .          !
 2012.1!             +   *                    !!          .   .   0          !
 2012.2!          *        +                  !!    0     .   .   .          !
 2012.3!              +                       !!          .   0   .          !
 2012.4!             *  +                     !!          0   .   .          !


     23.40 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGENI=GEPX$/NIPMM;                                                      
 GENR LAAGENI=LOG(AAGENI+.00001);                                             
 GENR LAGENI=LOG(AGENI+.00001);                                               
 LHS AAGENI=EXP(LAAGENI)-.00001;                                              
  EQ 2856 LAAGENI C LAGENI(-1) PGENI;                                         
EQUATION 1536  LAAGENI  
   RHS     C  LAGENI(-1)  PGENI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1536 PLOT=0;END;                                                     

Equation number = 1536
**********************

Dependent variable = LAAGENI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.257754741

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.039844733       0.165760160   0.24038     1.000000
15017 LAGENI  ( -1)       0.892459875       0.034368947  25.96704    -2.250708
15015 PGENI   (  0)      -0.296033589       0.183265343  -1.61533     0.976015

SE of equation            =     0.198579246
Sum of squared residuals  =  7.29523767       0.113793419E-10
Average absolute error    =     0.161739250
Sum of ABS residuals      =  30.4069791    
R squared                 =   0.81852
Durbin-Watson statistic   =   2.79351
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                             +  *     !!         .    .  0 .         !
 1966.2!                            *  +      !!         .0   .    .         !
 1966.3!                            +         !!         .    .0   .         !
 1966.4!                        *   +         !!         0    .    .         !
 1967.1!                         +  *         !!         .    .  0 .         !
 1967.2!                            +   *     !!         .    .    0         !
 1967.3!                               +*     !!         .    .0   .         !
 1967.4!                             * +      !!         . 0  .    .         !
 1968.1!                            *+        !!         .    0    .         !
 1968.2!                            +    *    !!         .    .    .0        !
 1968.3!                                +     *!         .    .    .  0      !
 1968.4!                                *    +!!        0.    .    .         !
 1969.1!                             * +      !!         .  0 .    .         !
 1969.2!                             + *      !!         .    .  0 .         !
 1969.3!                               +*     !!         .    .0   .         !
 1969.4!                           *   +      !!         0    .    .         !
 1970.1!                          +*          !!         .    .0   .         !
 1970.2!                           +*         !!         .    . 0  .         !
 1970.3!                           +    *     !!         .    .    .0        !
 1970.4!                          *    +      !!       0 .    .    .         !
 1971.1!                          +   *       !!         .    .    .0        !
 1971.2!                            * +       !!         . 0  .    .         !
 1971.3!                           +*         !!         .    . 0  .         !
 1971.4!                          * +         !!         .  0 .    .         !
 1972.1!                          +   *       !!         .    .    0         !
 1972.2!                             +        !!         .   0.    .         !
 1972.3!                            +  *      !!         .    .  0 .         !
 1972.4!                          *   +       !!         0    .    .         !
 1973.1!                         +*           !!         .    .0   .         !
 1973.2!                         +  *         !!         .    .   0.         !
 1973.3!                           +    *     !!         .    .    . 0       !
 1973.4!                             * +      !!         . 0  .    .         !
 1974.1!                           +     *    !!         .    .    . 0       !
 1974.2!                               +      !!         .    0    .         !
 1974.3!                              +  *    !!         .    .   0.         !
 1974.4!                             *  +     !!         . 0  .    .         !
 1975.1!                           *+         !!         .  0 .    .         !
 1975.2!                          + *         !!         .    .  0 .         !
 1975.3!                            +  *      !!         .    .   0.         !
 1975.4!                            * +       !!         .  0 .    .         !
 1976.1!                            +   *     !!         .    .    0         !
 1976.2!                              *+      !!         .   0.    .         !
 1976.3!                             +  *     !!         .    .   0.         !
 1976.4!                            * +       !!         . 0  .    .         !
 1977.1!                            + *       !!         .    .  0 .         !
 1977.2!                             + *      !!         .    . 0  .         !
 1977.3!                              +   *   !!         .    .    0         !
 1977.4!                             *   +    !!         0    .    .         !
 1978.1!                            +   *     !!         .    .    0         !
 1978.2!                              *+      !!         .   0.    .         !
 1978.3!                             +  *     !!         .    .   0.         !
 1978.4!                           *   +      !!         0    .    .         !
 1979.1!                          +    *      !!         .    .    .0        !
 1979.2!                              + *     !!         .    .  0 .         !
 1979.3!                               +*     !!         .    .0   .         !
 1979.4!                              *+      !!         .  0 .    .         !
 1980.1!                              + *     !!         .    .  0 .         !
 1980.2!                               + *    !!         .    . 0  .         !
 1980.3!                                +*    !!         .    . 0  .         !
 1980.4!                           *     +    !!       0 .    .    .         !
 1981.1!                            +  *      !!         .    .  0 .         !
 1981.2!                               + *    !!         .    . 0  .         !
 1981.3!                                 + *  !!         .    .  0 .         !
 1981.4!                                  *+  !!         .   0.    .         !
 1982.1!                                  +   !!         .    .0   .         !
 1982.2!                                 *+   !!         .   0.    .         !
 1982.3!                                 + *  !!         .    .  0 .         !
 1982.4!                          *        +  !!   0     .    .    .         !
 1983.1!                           + *        !!         .    .  0 .         !
 1983.2!                             +*       !!         .    0    .         !
 1983.3!                            * +       !!         .  0 .    .         !
 1983.4!                  *         +         !! 0       .    .    .         !
 1984.1!                   +     *            !!         .    .    . 0       !
 1984.2!                  *       +           !!     0   .    .    .         !
 1984.3!                    + *               !!         .    .  0 .         !
 1984.4!                   *   +              !!        0.    .    .         !
 1985.1!                    +      *          !!         .    .    .  0      !
 1985.2!                            +         !!         .    .0   .         !
 1985.3!                             + *      !!         .    .  0 .         !
 1985.4!                            *  +      !!         . 0  .    .         !
 1986.1!                            +         !!         .    0    .         !
 1986.2!                           +      *   !!         .    .    .   0     !
 1986.3!                                 + *  !!         .    . 0  .         !
 1986.4!                               *  +   !!         .0   .    .         !
 1987.1!                            *+        !!         .  0 .    .         !
 1987.2!                         * +          !!         . 0  .    .         !
 1987.3!                         +    *       !!         .    .    . 0       !
 1987.4!                           * +        !!         .  0 .    .         !
 1988.1!                       *  +           !!         .0   .    .         !
 1988.2!                       +   *          !!         .    .    .0        !
 1988.3!                           +   *      !!         .    .    .0        !
 1988.4!                         *    +       !!       0 .    .    .         !
 1989.1!                        +     *       !!         .    .    . 0       !
 1989.2!                            *+        !!         .   0.    .         !
 1989.3!                           +  *       !!         .    .   0.         !
 1989.4!                          *  +        !!         .0   .    .         !
 1990.1!                         +    *       !!         .    .    .0        !
 1990.2!                          * +         !!         . 0  .    .         !
 1990.3!                         +     *      !!         .    .    .  0      !
 1990.4!                           * +        !!         . 0  .    .         !
 1991.1!                          + *         !!         .    .  0 .         !
 1991.2!                           +   *      !!         .    .    0         !
 1991.3!                              +   *   !!         .    .    0         !
 1991.4!                           *    +     !!        0.    .    .         !
 1992.1!                          +    *      !!         .    .    .0        !
 1992.2!                           *  +       !!         .0   .    .         !
 1992.3!                          +           !!         .    .0   .         !
 1992.4!                      *  +            !!         .0   .    .         !
 1993.1!                     +   *            !!         .    .    0         !
 1993.2!                    *   +             !!         0    .    .         !
 1993.3!                    +   *             !!         .    .    0         !
 1993.4!                      *+              !!         .  0 .    .         !
 1994.1!                     +   *            !!         .    .   0.         !
 1994.2!                        + *           !!         .    . 0  .         !
 1994.3!                         +*           !!         .    .0   .         !
 1994.4!                  *      +            !!      0  .    .    .         !
 1995.1!                 +   *                !!         .    .   0.         !
 1995.2!                    +   *             !!         .    .   0.         !
 1995.3!                       +     *        !!         .    .    .  0      !
 1995.4!                     *      +         !!     0   .    .    .         !
 1996.1!                    +    *            !!         .    .    .0        !
 1996.2!                        +*            !!         .    .0   .         !
 1996.3!                       + *            !!         .    . 0  .         !
 1996.4!                  *     +             !!       0 .    .    .         !
 1997.1!                  +         *         !!         .    .    .      0  !
 1997.2!                           +          !!         .    0    .         !
 1997.3!                           + *        !!         .    .  0 .         !
 1997.4!                      *     +         !!      0  .    .    .         !
 1998.1!                      + *             !!         .    . 0  .         !
 1998.2!                    *  +              !!         .0   .    .         !
 1998.3!                    +  *              !!         .    .   0.         !
 1998.4!                       +              !!         .    0    .         !
 1999.1!                      +  *            !!         .    .  0 .         !
 1999.2!                     *  +             !!         .0   .    .         !
 1999.3!                     +    *           !!         .    .    .0        !
 1999.4!                    *     +           !!       0 .    .    .         !
 2000.1!                  * +                 !!         .  0 .    .         !
 2000.2!                   +*                 !!         .    . 0  .         !
 2000.3!                 *   +                !!         0    .    .         !
 2000.4!                  + *                 !!         .    . 0  .         !
 2001.1!                 *  +                 !!         .0   .    .         !
 2001.2!                  +  *                !!         .    .   0.         !
 2001.3!                      + *             !!         .    .  0 .         !
 2001.4!                    *   +             !!         0    .    .         !
 2002.1!                  *  +                !!         . 0  .    .         !
 2002.2!                   +                  !!         .    .0   .         !
 2002.3!             *     +                  !!      0  .    .    .         !
 2002.4!         *    +                       !!        0.    .    .         !
 2003.1!          +                           !!         .    .0   .         !
 2003.2!          +  *                        !!         .    .  0 .         !
 2003.3!          *  +                        !!         .0   .    .         !
 2003.4!   *      +                           !!     0   .    .    .         !
 2004.1!    +           *                     !!         .    .    .         0
 2004.2!            *   +                     !!         0    .    .         !
 2004.3!            +                         !!         .    0    .         !
 2004.4! *          +                         !!0        .    .    .         !
 2005.1!   +      *                           !!         .    .    .   0     !
 2005.2!     *     +                          !!       0 .    .    .         !
 2005.3!      +   *                           !!         .    .   0.         !
 2005.4!           +*                         !!         .    . 0  .         !
 2006.1!          *  +                        !!         .0   .    .         !
 2006.2!         * +                          !!         .  0 .    .         !
 2006.3!          +  *                        !!         .    .  0 .         !
 2006.4!            *+                        !!         .  0 .    .         !
 2007.1!         *   +                        !!         .0   .    .         !
 2007.2!        * +                           !!         .  0 .    .         !
 2007.3!         + *                          !!         .    . 0  .         !
 2007.4!    *       +                         !!     0   .    .    .         !
 2008.1!      + *                             !!         .    . 0  .         !
 2008.2!        +                             !!         .    0    .         !
 2008.3!      *  +                            !!         .0   .    .         !
 2008.4*        +                             !!   0     .    .    .         !
 2009.1! +     *                              !!         .    .    . 0       !
 2009.2!        +                             !!         .    0    .         !
 2009.3!         + *                          !!         .    .   0.         !
 2009.4!*           +                         !!0        .    .    .         !
 2010.1!  +  *                                !!         .    .  0 .         !
 2010.2!      *+                              !!         .   0.    .         !
 2010.3!      *+                              !!         .   0.    .         !
 2010.4*        +                             !!   0     .    .    .         !
 2011.1!  +*                                  !!         .    . 0  .         !
 2011.2*     +                                !!       0 .    .    .         !
 2011.3! +   *                                !!         .    .   0.         !
 2011.4!    *  +                              !!         . 0  .    .         !
 2012.1!      +*                              !!         .    .0   .         !
 2012.2!      *  +                            !!         .0   .    .         !
 2012.3!     *  +                             !!         .0   .    .         !
 2012.4!  *    +                              !!         0    .    .         !


     29.26 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITNI=ITPX$/NIPMM;                                                      
 GENR LAAITNI=LOG(AAITNI+.00001);                                             
 GENR LAITNI=LOG(AITNI+.00001);                                               
 LHS AAITNI=EXP(LAAITNI)-.00001;                                              
  EQ 2857 LAAITNI C LAITNI(-1) PITNI;                                         
EQUATION 1537  LAAITNI  
   RHS     C  LAITNI(-1)  PITNI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1537 PLOT=0;END;                                                     

Equation number = 1537
**********************

Dependent variable = LAAITNI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.791605874

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.307083417       0.100706078  -3.04930     1.000000
15020 LAITNI  ( -1)       0.641846089       0.055676159  11.52820    -2.786238
15018 PITNI   (  0)      -0.812969935       0.151553492  -5.36424     0.856350

SE of equation            =     0.180618471
Sum of squared residuals  =  6.03526094      -0.143098866E-10
Average absolute error    =     0.146556735
Sum of ABS residuals      =  27.5526662    
R squared                 =   0.77210
Durbin-Watson statistic   =   2.31817
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                       *+             !!        .   0 .     .        !
 1966.2!                        +  *          !!        .     .   0 .        !
 1966.3!                          + *         !!        .     . 0   .        !
 1966.4!                          *+          !!        .   0 .     .        !
 1967.1!                   *      +           !!     0  .     .     .        !
 1967.2!                      +*              !!        .     . 0   .        !
 1967.3!                       *+             !!        .   0 .     .        !
 1967.4!                        +   *         !!        .     .     0        !
 1968.1!                        * +           !!        .  0  .     .        !
 1968.2!                        +     *       !!        .     .     . 0      !
 1968.3!                            +  *      !!        .     .   0 .        !
 1968.4!                            +*        !!        .     . 0   .        !
 1969.1!                        *   +         !!        . 0   .     .        !
 1969.2!                        +  *          !!        .     .  0  .        !
 1969.3!                        *+            !!        .   0 .     .        !
 1969.4!                   *    +             !!        0     .     .        !
 1970.1!                     +    *           !!        .     .     .0       !
 1970.2!                        * +           !!        .   0 .     .        !
 1970.3!                     *   +            !!        .0    .     .        !
 1970.4!                   *   +              !!        0     .     .        !
 1971.1!                     +*               !!        .     .0    .        !
 1971.2!                    *   +             !!        .0    .     .        !
 1971.3!                  *    +              !!       0.     .     .        !
 1971.4!                    *+                !!        .    0.     .        !
 1972.1!                       +              !!        .     .0    .        !
 1972.2!                   *     +            !!      0 .     .     .        !
 1972.3!                      +               !!        .     0     .        !
 1972.4!                  *    +              !!      0 .     .     .        !
 1973.1!                 *   +                !!        0     .     .        !
 1973.2!                    *+                !!        .   0 .     .        !
 1973.3!                    * +               !!        .  0  .     .        !
 1973.4!                      +    *          !!        .     .     .0       !
 1974.1!                          *+          !!        .    0.     .        !
 1974.2!                         *+           !!        .   0 .     .        !
 1974.3!                          + *         !!        .     .  0  .        !
 1974.4!                           +          !!        .     0     .        !
 1975.1!                           + *        !!        .     .  0  .        !
 1975.2!                             +        !!        .     .0    .        !
 1975.3!                            +*        !!        .     . 0   .        !
 1975.4!                       *    +         !!        0     .     .        !
 1976.1!                     *   +            !!       0.     .     .        !
 1976.2!                       +    *         !!        .     .     .0       !
 1976.3!                            +*        !!        .     . 0   .        !
 1976.4!                           *+         !!        .   0 .     .        !
 1977.1!                           +   *      !!        .     .     0        !
 1977.2!                              +   *   !!        .     .     .0       !
 1977.3!                              *+      !!        .   0 .     .        !
 1977.4!                             +*       !!        .     .0    .        !
 1978.1!                            * +       !!        .   0 .     .        !
 1978.2!                            +  *      !!        .     .   0 .        !
 1978.3!                              +       !!        .     0     .        !
 1978.4!                              +       *!        .     .     .     0  !
 1979.1!                                  +*  !!        .     . 0   .        !
 1979.2!                              *  +    !!        .  0  .     .        !
 1979.3!                       *      +       !!    0   .     .     .        !
 1979.4!                        +  *          !!        .     .   0 .        !
 1980.1!                          *+          !!        .   0 .     .        !
 1980.2!                        *  +          !!        . 0   .     .        !
 1980.3!                         + *          !!        .     .  0  .        !
 1980.4!                        *   +         !!        0     .     .        !
 1981.1!                         *+           !!        .    0.     .        !
 1981.2!                          + *         !!        .     .  0  .        !
 1981.3!                            + *       !!        .     .  0  .        !
 1981.4!                        *    +        !!      0 .     .     .        !
 1982.1!                         +   *        !!        .     .     0        !
 1982.2!                             +        !!        .     .0    .        !
 1982.3!                         *   +        !!        0     .     .        !
 1982.4!                          +   *       !!        .     .    0.        !
 1983.1!                             +*       !!        .     . 0   .        !
 1983.2!                           * +        !!        . 0   .     .        !
 1983.3!                           +     *    !!        .     .     . 0      !
 1983.4!                               + *    !!        .     . 0   .        !
 1984.1!                               +    * !!        .     .     .0       !
 1984.2!                           *     +    !!    0   .     .     .        !
 1984.3!                            + *       !!        .     .   0 .        !
 1984.4!                             *+       !!        .   0 .     .        !
 1985.1!                             + *      !!        .     .   0 .        !
 1985.2!                    *         +       !0        .     .     .        !
 1985.3!                       +         *    !!        .     .     .        0
 1985.4!                      *        +      !! 0      .     .     .        !
 1986.1!                       +*             !!        .     .0    .        !
 1986.2!                         +    *       !!        .     .     . 0      !
 1986.3!                       *    +         !!       0.     .     .        !
 1986.4!                       +   *          !!        .     .    0.        !
 1987.1!                         +  *         !!        .     .   0 .        !
 1987.2!                           +   *      !!        .     .     0        !
 1987.3!                             +     *  !!        .     .     .  0     !
 1987.4!                               +*     !!        .     .0    .        !
 1988.1!                             +       *!!        .     .     .    0   !
 1988.2!                                + *   !!        .     . 0   .        !
 1988.3!                     *         +      !! 0      .     .     .        !
 1988.4!                      +    *          !!        .     .     .0       !
 1989.1!                        * +           !!        .   0 .     .        !
 1989.2!                        +       *     !!        .     .     .     0  !
 1989.3!                        *    +        !!        0     .     .        !
 1989.4!                        +  *          !!        .     .    0.        !
 1990.1!                  *      +            !!    0   .     .     .        !
 1990.2!                  + *                 !!        .     .  0  .        !
 1990.3!                   +    *             !!        .     .     . 0      !
 1990.4!               *      +               !!    0   .     .     .        !
 1991.1!                +     *               !!        .     .     . 0      !
 1991.2!                      +    *          !!        .     .     .0       !
 1991.3!                     *   +            !!        .0    .     .        !
 1991.4!                     +  *             !!        .     .    0.        !
 1992.1!                    *  +              !!        .  0  .     .        !
 1992.2!                     + *              !!        .     .  0  .        !
 1992.3!                      +        *      !!        .     .     .     0  !
 1992.4!                           *+         !!        .    0.     .        !
 1993.1!                           +          !!        .     .0    .        !
 1993.2!                          +*          !!        .     .0    .        !
 1993.3!                       *  +           !!        . 0   .     .        !
 1993.4!                        + *           !!        .     . 0   .        !
 1994.1!                        * +           !!        .   0 .     .        !
 1994.2!                        + *           !!        .     . 0   .        !
 1994.3!                         +*           !!        .     . 0   .        !
 1994.4!                          +           !!        .     0     .        !
 1995.1!                         *+           !!        .    0.     .        !
 1995.2!                     *    +           !!      0 .     .     .        !
 1995.3!                     *+               !!        .   0 .     .        !
 1995.4!                    * +               !!        . 0   .     .        !
 1996.1!                    +*                !!        .     .0    .        !
 1996.2!               *    +                 !!       0.     .     .        !
 1996.3!                 + *                  !!        .     .  0  .        !
 1996.4!                   +                  !!        .     0     .        !
 1997.1!                   +*                 !!        .     0     .        !
 1997.2!                     +    *           !!        .     .     . 0      !
 1997.3!                         +     *      !!        .     .     . 0      !
 1997.4!                       *    +         !!       0.     .     .        !
 1998.1!                      +*              !!        .     . 0   .        !
 1998.2!                   *  +               !!        . 0   .     .        !
 1998.3!                   +    *             !!        .     .     .0       !
 1998.4!                *     +               !!     0  .     .     .        !
 1999.1!                 +*                   !!        .     . 0   .        !
 1999.2!                  *+                  !!        .     0     .        !
 1999.3!                  + *                 !!        .     . 0   .        !
 1999.4!                    +    *            !!        .     .     .0       !
 2000.1!                       + *            !!        .     . 0   .        !
 2000.2!                       +      *       !!        .     .     .  0     !
 2000.3!                    *      +          !!     0  .     .     .        !
 2000.4!                  *  +                !!        . 0   .     .        !
 2001.1!                   +     *            !!        .     .     . 0      !
 2001.2!                    *   +             !!        .0    .     .        !
 2001.3!               *    +                 !!       0.     .     .        !
 2001.4!                 +  *                 !!        .     .   0 .        !
 2002.1!                   *+                 !!        .    0.     .        !
 2002.2!                   +*                 !!        .     . 0   .        !
 2002.3!                *  +                  !!        . 0   .     .        !
 2002.4!                +   *                 !!        .     .    0.        !
 2003.1!                  +   *               !!        .     .    0.        !
 2003.2!                  + *                 !!        .     . 0   .        !
 2003.3!                 +  *                 !!        .     .   0 .        !
 2003.4!                 +    *               !!        .     .     0        !
 2004.1!                  +    *              !!        .     .     . 0      !
 2004.2!                   *+                 !!        .    0.     .        !
 2004.3!                *+                    !!        .    0.     .        !
 2004.4!          *   +                       !!        0     .     .        !
 2005.1!          + *                         !!        .     .  0  .        !
 2005.2!            +*                        !!        .     .0    .        !
 2005.3!           * +                        !!        .  0  .     .        !
 2005.4!            +  *                      !!        .     .    0.        !
 2006.1!              +    *                  !!        .     .     .0       !
 2006.2!                +                     !!        .     0     .        !
 2006.3!              +                       !!        .     0     .        !
 2006.4!             +*                       !!        .     .0    .        !
 2007.1!            +                         !!        .    0.     .        !
 2007.2!          +                           !!        .    0.     .        !
 2007.3!         +    *                       !!        .     .     . 0      !
 2007.4!        *   +                         !!        .0    .     .        !
 2008.1!   *   +                              !!        0     .     .        !
 2008.2!  * +                                 !!        .   0 .     .        !
 2008.3*   +                                  !!        0     .     .        !
 2008.4!  + *                                 !!        .     . 0   .        !
 2009.1!    +    *                            !!        .     .     0        !
 2009.2!     * +                              !!        . 0   .     .        !
 2009.3!     +  *                             !!        .     .    0.        !
 2009.4!       +      *                       !!        .     .     .   0    !
 2010.1!        *  +                          !!        .0    .     .        !
 2010.2!    *   +                             !!        .0    .     .        !
 2010.3!   *  +                               !!        .  0  .     .        !
 2010.4*     +                                !!      0 .     .     .        !
 2011.1! * +                                  !!        .  0  .     .        !
 2011.2!     * +                              !!        .   0 .     .        !
 2011.3!  *      +                            !!     0  .     .     .        !
 2011.4!      *+                              !!        .   0 .     .        !
 2012.1!    *     +                           !!      0 .     .     .        !
 2012.2!      * +                             !!        .  0  .     .        !
 2012.3!    *     +                           !!      0 .     .     .        !
 2012.4!  *      +                            !!     0  .     .     .        !


     34.57 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNENI=NEPX$/NIPMM;                                                      
 GENR LAANENI=LOG(AANENI+.00001);                                             
 GENR LANENI=LOG(ANENI+.00001);                                               
 LHS AANENI=EXP(LAANENI)-.00001;                                              
  EQ 2858 LAANENI C LANENI(-1) PNENI;                                         
EQUATION 1538  LAANENI  
   RHS     C  LANENI(-1)  PNENI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1538 PLOT=0;END;                                                     

Equation number = 1538
**********************

Dependent variable = LAANENI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.964429971

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.348236126       0.258535805  -1.34696     1.000000
15023 LANENI  ( -1)       0.716857758       0.051831616  13.83051    -2.965695
15021 PNENI   (  0)      -0.443657776       0.250426248  -1.77161     1.104934

SE of equation            =     0.240347138
Sum of squared residuals  =  10.6868482       0.215911733E-10
Average absolute error    =     0.193775588
Sum of ABS residuals      =  36.4298106    
R squared                 =   0.57811
Durbin-Watson statistic   =   2.53155
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!        *  +                          !!         . 0  .    .         !
 1966.2!          +*                          !!         .    0    .         !
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 1966.4!         * +                          !!         .  0 .    .         !
 1967.1!            +     *                   !!         .    .    . 0       !
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 1967.3!          *  +                        !!         . 0  .    .         !
 1967.4!            +  *                      !!         .    .   0.         !
 1968.1!       *       +                      !!    0    .    .    .         !
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 1968.3!        *    +                        !!         0    .    .         !
 1968.4!          +     *                     !!         .    .    .0        !
 1969.1!                +       *             !!         .    .    .    0    !
 1969.2!             *        +               !!    0    .    .    .         !
 1969.3!              +      *                !!         .    .    .  0      !
 1969.4!            *      +                  !!      0  .    .    .         !
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 2003.3!                    +       *         !!         .    .    .   0     !
 2003.4!                     *   +            !!         0    .    .         !
 2004.1!                     +   *            !!         .    .    0         !
 2004.2!                        +             !!         .    0    .         !
 2004.3!                       + *            !!         .    .  0 .         !
 2004.4!                       + *            !!         .    . 0  .         !
 2005.1!                       +              !!         .    0    .         !
 2005.2!                      +    *          !!         .    .    0         !
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 2006.1!                       +*             !!         .    . 0  .         !
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 2006.3!                           + *        !!         .    . 0  .         !
 2006.4!                        * +           !!         . 0  .    .         !
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 2007.2!                          +     *     !!         .    .    .0        !
 2007.3!                            +  *      !!         .    .  0 .         !
 2007.4!                           +  *       !!         .    .  0 .         !
 2008.1!                           +        * !!         .    .    .     0   !
 2008.2!                              *+      !!         .    0    .         !
 2008.3!                           +       *  !!         .    .    .    0    !
 2008.4!                             * +      !!         .  0 .    .         !
 2009.1!                           +   *      !!         .    .    0         !
 2009.2!                            +  *      !!         .    .  0 .         !
 2009.3!                            +       * !!         .    .    .    0    !
 2009.4!                                +*    !!         .    . 0  .         !
 2010.1!                              +      *!!         .    .    .  0      !
 2010.2!                              *  +    !!         . 0  .    .         !
 2010.3!                            +        *!!         .    .    .    0    !
 2010.4!                                +     *!         .    .    .0        !
 2011.1!                               * +    !!         .  0 .    .         !
 2011.2!                           *+         !!         .  0 .    .         !
 2011.3!                        *+            !!         .  0 .    .         !
 2011.4!                   *   +              !!         0    .    .         !
 2012.1!                *   +                 !!         0    .    .         !
 2012.2!                  + *                 !!         .    .  0 .         !
 2012.3!             *       +                !!     0   .    .    .         !
 2012.4!              * +                     !!         .  0 .    .         !


     34.57 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTNI=STPX$/NIPMM;                                                      
 GENR LAASTNI=LOG(AASTNI+.00001);                                             
 GENR LASTNI=LOG(ASTNI+.00001);                                               
 LHS AASTNI=EXP(LAASTNI)-.00001;                                              
  EQ 2859 LAASTNI C LASTNI(-1) PSTNI;                                         
EQUATION 1539  LAASTNI  
   RHS     C  LASTNI(-1)  PSTNI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1539 PLOT=0;END;                                                     

Equation number = 1539
**********************

Dependent variable = LAASTNI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.115564209

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.288147562       0.117583165  -2.45059     1.000000
15026 LASTNI  ( -1)       0.773261994       0.044483131  17.38326    -4.108189
15024 PSTNI   (  0)      -0.740191323       0.165047080  -4.48473     0.879111

SE of equation            =     0.258652802
Sum of squared residuals  =  12.3767353       0.962163682E-11
Average absolute error    =     0.194835950
Sum of ABS residuals      =  36.6291587    
R squared                 =   0.85592
Durbin-Watson statistic   =   2.49397
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!               *    +                 !!         0 .  .  .           !
 1966.2!                   +*                 !!           .  .0 .           !
 1966.3!                    * +               !!           .0 .  .           !
 1966.4!                   *  +               !!           0  .  .           !
 1967.1!                     +*               !!           .  .0 .           !
 1967.2!                       +              !!           .  0  .           !
 1967.3!                     *   +            !!          0.  .  .           !
 1967.4!                      +  *            !!           .  .  0           !
 1968.1!                 *        +           !!    0      .  .  .           !
 1968.2!                  *+                  !!           . 0.  .           !
 1968.3!                   *+                 !!           . 0.  .           !
 1968.4!                     +                !!           .  .0 .           !
 1969.1!                      *+              !!           . 0.  .           !
 1969.2!                       + *            !!           .  . 0.           !
 1969.3!                         +   *        !!           .  .  .0          !
 1969.4!                       *     +        !!        0  .  .  .           !
 1970.1!                         +            !!           .  .0 .           !
 1970.2!                          + *         !!           .  . 0.           !
 1970.3!                        *   +         !!          0.  .  .           !
 1970.4!                      *  +            !!          0.  .  .           !
 1971.1!                       +    *         !!           .  .  .  0        !
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 1971.3!                           +          !!           .  0  .           !
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 1984.3!                   *       +          !!      0    .  .  .           !
 1984.4!                    +  *              !!           .  .  0           !
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 1985.3!                        + *           !!           .  . 0.           !
 1985.4!                         +       *    !!           .  .  .    0      !
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 1986.3!                         +*           !!           .  . 0.           !
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 1988.3!                            *    +    !!        0  .  .  .           !
 1988.4!                      *   +           !!          0.  .  .           !
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 1989.2!                      +               !!           .  0  .           !
 1989.3!                     + *              !!           .  . 0.           !
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 1990.1!                   +  *               !!           .  .  0           !
 1990.2!                *   +                 !!          0.  .  .           !
 1990.3!               +   *                  !!           .  .  . 0         !
 1990.4!                * +                   !!           0  .  .           !
 1991.1!               +       *              !!           .  .  .     0     !
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 1991.3!               *+                     !!           . 0.  .           !
 1991.4!               +   *                  !!           .  .  .0          !
 1992.1!                  + *                 !!           .  . 0.           !
 1992.2!                  * +                 !!           .0 .  .           !
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 1993.4!                   *  +               !!          0.  .  .           !
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 1994.3!                  +                   !!           .  0  .           !
 1994.4!                +   *                 !!           .  .  .0          !
 1995.1!                  +*                  !!           .  . 0.           !
 1995.2!                 *+                   !!           . 0.  .           !
 1995.3!              * +                     !!           .0 .  .           !
 1995.4!              +    *                  !!           .  .  .  0        !
 1996.1!                  +                   !!           .  0  .           !
 1996.2!                +                     !!           .  0  .           !
 1996.3!             * +                      !!           .0 .  .           !
 1996.4!             +                        !!           .  0  .           !
 1997.1!             + *                      !!           .  . 0.           !
 1997.2!            *  +                      !!          0.  .  .           !
 1997.3!             +  *                     !!           .  .  0           !
 1997.4!               *+                     !!           . 0.  .           !
 1998.1!            * +                       !!           0  .  .           !
 1998.2!             +*                       !!           .  . 0.           !
 1998.3!           *   +                      !!          0.  .  .           !
 1998.4!          *+                          !!           . 0.  .           !
 1999.1!           + *                        !!           .  . 0.           !
 1999.2!          *  +                        !!           0  .  .           !
 1999.3!           + *                        !!           .  . 0.           !
 1999.4!         *   +                        !!         0 .  .  .           !
 2000.1!          + *                         !!           .  . 0.           !
 2000.2!           * +                        !!           .0 .  .           !
 2000.3!        *   +                         !!          0.  .  .           !
 2000.4!       *  +                           !!          0.  .  .           !
 2001.1!        +    *                        !!           .  .  . 0         !
 2001.2!            * +                       !!           .0 .  .           !
 2001.3!        *   +                         !!          0.  .  .           !
 2001.4!        *+                            !!           .0 .  .           !
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 2002.3!          * +                         !!           .0 .  .           !
 2002.4!           +                          !!           .  0  .           !
 2003.1!          +*                          !!           .  0  .           !
 2003.2!          +                           !!           . 0.  .           !
 2003.3!        * +                           !!           .0 .  .           !
 2003.4!        +*                            !!           .  .0 .           !
 2004.1!         +                            !!           .  0  .           !
 2004.2!        *+                            !!           . 0.  .           !
 2004.3!        +                             !!           .  0  .           !
 2004.4!       *+                             !!           . 0.  .           !
 2005.1!     *  +                             !!           0  .  .           !
 2005.2!     *+                               !!           . 0.  .           !
 2005.3!    * +                               !!           0  .  .           !
 2005.4!   *  +                               !!           0  .  .           !
 2006.1!     +   *                            !!           .  .  .0          !
 2006.2!         +                            !!           . 0.  .           !
 2006.3!       * +                            !!           .0 .  .           !
 2006.4!       *+                             !!           . 0.  .           !
 2007.1!       *+                             !!           .0 .  .           !
 2007.2!      * +                             !!           . 0.  .           !
 2007.3!     * +                              !!           .0 .  .           !
 2007.4!    *  +                              !!           0  .  .           !
 2008.1!*    +                                !!         0 .  .  .           !
 2008.2!  + *                                 !!           .  .  0           !
 2008.3*     +                                !!       0   .  .  .           !
 2008.4! +*                                   !!           .  .0 .           !
 2009.1!   +                                  !!           .  .0 .           !
 2009.2!*  +                                  !!          0.  .  .           !
 2009.3! +                                    !!           .  0  .           !
 2009.4!  +   *                               !!           .  .  . 0         !
 2010.1!  *  +                                !!          0.  .  .           !
 2010.2!   +       *                          !!           .  .  .     0     !
 2010.3!       * +                            !!           .0 .  .           !
 2010.4!     *+                               !!           .0 .  .           !
 2011.1!   * +                                !!           .0 .  .           !
 2011.2!  *+                                  !!           . 0.  .           !
 2011.3!  + *                                 !!           .  .  0           !
 2011.4!    +                                 !!           . 0.  .           !
 2012.1!    +   *                             !!           .  .  .0          !
 2012.2!   *   +                              !!         0 .  .  .           !
 2012.3!   + *                                !!           .  . 0.           !
 2012.4!*    +                                !!         0 .  .  .           !


     28.72 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKNI=UKPX$/NIPMM;                                                      
 GENR LAAUKNI=LOG(AAUKNI+.00001);                                             
 GENR LAUKNI=LOG(AUKNI+.00001);                                               
 LHS AAUKNI=EXP(LAAUKNI)-.00001;                                              
  EQ 2860 LAAUKNI C LAUKNI(-1) PUKNI;                                         
EQUATION 1540  LAAUKNI  
   RHS     C  LAUKNI(-1)  PUKNI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1540 PLOT=0;END;                                                     

Equation number = 1540
**********************

Dependent variable = LAAUKNI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -1.819621311

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.107958142       0.113655474   0.94987     1.000000
15029 LAUKNI  ( -1)       0.963838406       0.020265755  47.55996    -1.808709
15027 PUKNI   (  0)      -0.192085109       0.136934191  -1.40275     0.959349

SE of equation            =     0.132096597
Sum of squared residuals  =  3.22815955      -0.870103989E-11
Average absolute error    =     0.102798231
Sum of ABS residuals      =  19.3260674    
R squared                 =   0.95190
Durbin-Watson statistic   =   2.82901
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                   +  !!          .   .0  .          !
 1966.2!                                 * +  !!          . 0 .   .          !
 1966.3!                                 + *  !!          .   .   0          !
 1966.4!                                  *+  !!          .  0.   .          !
 1967.1!                                  +*  !!          .   . 0 .          !
 1967.2!                                   +* !!          .   . 0 .          !
 1967.3!                                   +  !!          .   0   .          !
 1967.4!                                  *+  !!          .  0.   .          !
 1968.1!                                  + * !!          .   .   0          !
 1968.2!                                   *+ !!          . 0 .   .          !
 1968.3!                                 *+   !!          .0  .   .          !
 1968.4!                                +  *  !!          .   .   .0         !
 1969.1!                                   +* !!          .   . 0 .          !
 1969.2!                                    +*!!          .   .0  .          !
 1969.3!                                    + !!          .   0   .          !
 1969.4!                                    + !!          .   .0  .          !
 1970.1!                                   *+ !!          .  0.   .          !
 1970.2!                                   +* !!          .   . 0 .          !
 1970.3!                                  * + !!          . 0 .   .          !
 1970.4!                                  +  *!!          .   .   .0         !
 1971.1!                                   * +!!          . 0 .   .          !
 1971.2!                                   +* !!          .   .0  .          !
 1971.3!                                   + *!!          .   .  0.          !
 1971.4!                                     +*!          .   . 0 .          !
 1972.1!                                    *+!!          .0  .   .          !
 1972.2!                                   + *!!          .   . 0 .          !
 1972.3!                                  * + !!         0.   .   .          !
 1972.4!                                 +  * !!          .   .   0          !
 1973.1!                                  * + !!          .0  .   .          !
 1973.2!                                  + * !!          .   .  0.          !
 1973.3!                                   +* !!          .   0   .          !
 1973.4!                                   +  !!          .  0.   .          !
 1974.1!                                  +   !!          .  0.   .          !
 1974.2!                                * +   !!          .0  .   .          !
 1974.3!                               *+     !!          .  0.   .          !
 1974.4!                               *+     !!          .  0.   .          !
 1975.1!                              *+      !!          .  0.   .          !
 1975.2!                              +*      !!          .   0   .          !
 1975.3!                               +      !!          .   0   .          !
 1975.4!                               +*     !!          .   . 0 .          !
 1976.1!                                +*    !!          .   . 0 .          !
 1976.2!                                *+    !!          . 0 .   .          !
 1976.3!                               *+     !!          .  0.   .          !
 1976.4!                               +      !!          .  0.   .          !
 1977.1!                              *+      !!          .  0.   .          !
 1977.2!                              +       !!          .   .0  .          !
 1977.3!                             *+       !!          .  0.   .          !
 1977.4!                             +*       !!          .   . 0 .          !
 1978.1!                            * +       !!          .0  .   .          !
 1978.2!                            +  *      !!          .   .   .0         !
 1978.3!                              *+      !!          . 0 .   .          !
 1978.4!                             *+       !!          .   0   .          !
 1979.1!                         *   +        !!        0 .   .   .          !
 1979.2!                       * +            !!          0   .   .          !
 1979.3!                       +  *           !!          .   .   .0         !
 1979.4!                          +           !!          .   0   .          !
 1980.1!                         +            !!          .  0.   .          !
 1980.2!                        +*            !!          .   . 0 .          !
 1980.3!                        *+            !!          .  0.   .          !
 1980.4!                       + *            !!          .   .   0          !
 1981.1!                        *+            !!          . 0 .   .          !
 1981.2!                      *+              !!          . 0 .   .          !
 1981.3!                     +                !!          .  0.   .          !
 1981.4!                     +*               !!          .   .  0.          !
 1982.1!                      +  *            !!          .   .   .0         !
 1982.2!                         +            !!          .   0   .          !
 1982.3!                    *   +             !!        0 .   .   .          !
 1982.4!                    +  *              !!          .   .   0          !
 1983.1!                      + *             !!          .   .  0.          !
 1983.2!                        +             !!          .   0   .          !
 1983.3!                     * +              !!          0   .   .          !
 1983.4!                     +*               !!          .   . 0 .          !
 1984.1!                     +   *            !!          .   .   . 0        !
 1984.2!                     *   +            !!       0  .   .   .          !
 1984.3!                    +     *           !!          .   .   .    0     !
 1984.4!                       *  +           !!          0   .   .          !
 1985.1!                       + *            !!          .   .  0.          !
 1985.2!                        +  *          !!          .   .   .0         !
 1985.3!                         * +          !!          .0  .   .          !
 1985.4!                       *+             !!          .0  .   .          !
 1986.1!                      +   *           !!          .   .   .0         !
 1986.2!                         +            !!          .  0.   .          !
 1986.3!                        +*            !!          .   .0  .          !
 1986.4!                         +*           !!          .   .0  .          !
 1987.1!                         +            !!          .  0.   .          !
 1987.2!                         +            !!          .   0   .          !
 1987.3!                        *+            !!          . 0 .   .          !
 1987.4!                       +  *           !!          .   .   0          !
 1988.1!                      *  +            !!        0 .   .   .          !
 1988.2!                     +                !!          .   0   .          !
 1988.3!                     + *              !!          .   .  0.          !
 1988.4!                      +*              !!          .   .0  .          !
 1989.1!                      *+              !!          .  0.   .          !
 1989.2!                     *+               !!          . 0 .   .          !
 1989.3!                     +                !!          .   0   .          !
 1989.4!                     +*               !!          .   . 0 .          !
 1990.1!                      +*              !!          .   . 0 .          !
 1990.2!                      *+              !!          . 0 .   .          !
 1990.3!                     +*               !!          .   . 0 .          !
 1990.4!                     *+               !!          .  0.   .          !
 1991.1!                    +*                !!          .   .0  .          !
 1991.2!                    *+                !!          . 0 .   .          !
 1991.3!                   *+                 !!          .  0.   .          !
 1991.4!                   +*                 !!          .   . 0 .          !
 1992.1!                  * +                 !!          .0  .   .          !
 1992.2!                  + *                 !!          .   .   0          !
 1992.3!                    +                 !!          .   0   .          !
 1992.4!                  * +                 !!          . 0 .   .          !
 1993.1!                  +  *                !!          .   .   0          !
 1993.2!                    +                 !!          .  0.   .          !
 1993.3!                    +                 !!          .   .0  .          !
 1993.4!                    +                 !!          .   .0  .          !
 1994.1!                    + *               !!          .   . 0 .          !
 1994.2!                     +*               !!          .   .0  .          !
 1994.3!                   * +                !!          0   .   .          !
 1994.4!                   +  *               !!          .   .   .0         !
 1995.1!                     +                !!          .  0.   .          !
 1995.2!                    +                 !!          .  0.   .          !
 1995.3!                  * +                 !!          .0  .   .          !
 1995.4!                  +  *                !!          .   .   .0         !
 1996.1!                 *   +                !!        0 .   .   .          !
 1996.2!               * +                    !!          .0  .   .          !
 1996.3!               +*                     !!          .   .  0.          !
 1996.4!                +*                    !!          .   .0  .          !
 1997.1!                +                     !!          .  0.   .          !
 1997.2!                +                     !!          .   0   .          !
 1997.3!                +                     !!          .   0   .          !
 1997.4!               *+                     !!          .   0   .          !
 1998.1!               +                      !!          .   0   .          !
 1998.2!               + *                    !!          .   .  0.          !
 1998.3!                *+                    !!          .  0.   .          !
 1998.4!                +*                    !!          .   . 0 .          !
 1999.1!               * +                    !!          .0  .   .          !
 1999.2!               + *                    !!          .   .  0.          !
 1999.3!                +                     !!          .   0   .          !
 1999.4!             *  +                     !!         0.   .   .          !
 2000.1!             +*                       !!          .   .0  .          !
 2000.2!              +*                      !!          .   . 0 .          !
 2000.3!            *  +                      !!          0   .   .          !
 2000.4!            +   *                     !!          .   .   .  0       !
 2001.1!               *+                     !!          . 0 .   .          !
 2001.2!            *  +                      !!          0   .   .          !
 2001.3!           *+                         !!          . 0 .   .          !
 2001.4!           +  *                       !!          .   .   .0         !
 2002.1!              +                       !!          .  0.   .          !
 2002.2!             +                        !!          .  0.   .          !
 2002.3!             + *                      !!          .   .  0.          !
 2002.4!            *  +                      !!          0   .   .          !
 2003.1!            +*                        !!          .   . 0 .          !
 2003.2!            *+                        !!          .  0.   .          !
 2003.3!            +*                        !!          .   .0  .          !
 2003.4!             +                        !!          .   0   .          !
 2004.1!            +   *                     !!          .   .   .0         !
 2004.2!            *  +                      !!        0 .   .   .          !
 2004.3!            +*                        !!          .   . 0 .          !
 2004.4!          *  +                        !!         0.   .   .          !
 2005.1!         *+                           !!          .  0.   .          !
 2005.2!         +    *                       !!          .   .   .   0      !
 2005.3!         *    +                       !!      0   .   .   .          !
 2005.4!         +*                           !!          .   .  0.          !
 2006.1!         * +                          !!          . 0 .   .          !
 2006.2!          +                           !!          .   . 0 .          !
 2006.3!      *   +                           !!       0  .   .   .          !
 2006.4!       + *                            !!          .   .   0          !
 2007.1!       * +                            !!          0   .   .          !
 2007.2!       +                              !!          .  0.   .          !
 2007.3!       +*                             !!          .   . 0 .          !
 2007.4!        + *                           !!          .   .   0          !
 2008.1!         *+                           !!          .0  .   .          !
 2008.2!     *   +                            !!         0.   .   .          !
 2008.3!     *+                               !!          .  0.   .          !
 2008.4!      +   *                           !!          .   .   .  0       !
 2009.1!          +  *                        !!          .   .   0          !
 2009.2!        *    +                        !!      0   .   .   .          !
 2009.3!    *   +                             !!        0 .   .   .          !
 2009.4!     +                                !!          .   0   .          !
 2010.1!     + *                              !!          .   . 0 .          !
 2010.2!      *+                              !!          . 0 .   .          !
 2010.3!   *  +                               !!          0   .   .          !
 2010.4!    + *                               !!          .   .  0.          !
 2011.1!      + *                             !!          .   .  0.          !
 2011.2*        +                             !0          .   .   .          !
 2011.3!+    *                                !!          .   .   .   0      !
 2011.4!  *  +                                !!        0 .   .   .          !
 2012.1!  +  *                                !!          .   .   .0         !
 2012.2!  *   +                               !!        0 .   .   .          !
 2012.3!  + *                                 !!          .   . 0 .          !
 2012.4!  * +                                 !!          0   .   .          !


     29.79 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
@EQ  2861 LAAFINI C LAFINI(-1) PFINI;SMPL 1966.1 2012.4;OLS;EST 2861 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASNI=ASPX$/NIPMM;                                                      
 GENR LAAASNI=LOG(AAASNI+.00001);                                             
 GENR LAASNI=LOG(AASNI+.00001);                                               
 LHS AAASNI=EXP(LAAASNI)-.00001;                                              
  EQ 2862 LAAASNI C LAASNI(-1) PASNI;                                         
EQUATION 1541  LAAASNI  
   RHS     C  LAASNI(-1)  PASNI  
 SMPL 1980.2 2012.4;                                                          
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
 OLS;EST 1541 PLOT=0;END;                                                     

Equation number = 1541
**********************

Dependent variable = LAAASNI 

 1980.2 -   2012.4,    0 missing obs.,  131 obs. used.

Mean of dependent variable       -7.286706004

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.038864137       0.615764683  -4.93511     1.000000
15032 LAASNI  ( -1)       0.551893112       0.073157496   7.54390    -7.301160
15030 PASNI   (  0)      -0.214206438       0.344461777  -0.62186     1.019493

SE of equation            =     0.970384317
Sum of squared residuals  =  120.530653       0.160573776E-10
Average absolute error    =     0.755321142
Sum of ABS residuals      =  98.9470696    
R squared                 =   0.31468
Durbin-Watson statistic   =   2.32204
SMPL and No. Obs.         = 1980.2   2012.4    131

Plot of actual(*) and fitted(+) values and residuals(0)


 1980.2!                  +*                  !!         .    .0   .         !
 1980.3!                *    +                !!         .0   .    .         !
 1980.4!                   +  *               !!         .    .  0 .         !
 1981.1!                  *    +              !!         . 0  .    .         !
 1981.2!           *        +                 !!      0  .    .    .         !
 1981.3!                +  *                  !!         .    . 0  .         !
 1981.4!                     + *              !!         .    . 0  .         !
 1982.1!                *      +              !!        0.    .    .         !
 1982.2!                  *+                  !!         .   0.    .         !
 1982.3! *                  +                 !0         .    .    .         !
 1982.4!           +    *                     !!         .    .   0.         !
 1983.1!                  *+                  !!         .   0.    .         !
 1983.2!               *    +                 !!         .0   .    .         !
 1983.3!              *   +                   !!         . 0  .    .         !
 1983.4!                 *+                   !!         .   0.    .         !
 1984.1!             *      +                 !!         0    .    .         !
 1984.2! *                +                   !! 0       .    .    .         !
 1984.3!           +      *                   !!         .    .    0         !
 1984.4!             *      +                 !!        0.    .    .         !
 1985.1!       *          +                   !!      0  .    .    .         !
 1985.2*              +                       !!  0      .    .    .         !
 1985.3!          +          *                !!         .    .    .   0     !
 1985.4!                    * +               !!         .  0 .    .         !
 1986.1!                      +*              !!         .    .0   .         !
 1986.2!                  *    +              !!         .0   .    .         !
 1986.3!             *       +                !!        0.    .    .         !
 1986.4!                  +               *   !!         .    .    .      0  !
 1987.1!                   *         +        !!      0  .    .    .         !
 1987.2!         *           +                !!    0    .    .    .         !
 1987.3!     *         +                      !!      0  .    .    .         !
 1987.4!             *+                       !!         .    0    .         !
 1988.1!                  + *                 !!         .    .0   .         !
 1988.2!                     +                !!         .    0    .         !
 1988.3!                      + *             !!         .    .0   .         !
 1988.4!                       +     *        !!         .    .   0.         !
 1989.1!                     *    +           !!         .0   .    .         !
 1989.2!                  *   +               !!         . 0  .    .         !
 1989.3!           *        +                 !!       0 .    .    .         !
 1989.4!             *   +                    !!         . 0  .    .         !
 1990.1!          *      +                    !!        0.    .    .         !
 1990.2!              * +                     !!         .  0 .    .         !
 1990.3!                  +         *         !!         .    .    .  0      !
 1990.4!                      *   +           !!         . 0  .    .         !
 1991.1!                       +    *         !!         .    .   0.         !
 1991.2!           *              +           !!   0     .    .    .         !
 1991.3!              *  +                    !!         .  0 .    .         !
 1991.4!           *       +                  !!        0.    .    .         !
 1992.1!                 +   *                !!         .    .  0 .         !
 1992.2!                      +  *            !!         .    . 0  .         !
 1992.3!                    *    +            !!         .0   .    .         !
 1992.4!                  *   +               !!         . 0  .    .         !
 1993.1!                     +  *             !!         .    .  0 .         !
 1993.2!                        +       *     !!         .    .    .0        !
 1993.3!                          *  +        !!         .  0 .    .         !
 1993.4!                         +  *         !!         .    . 0  .         !
 1994.1!          *               +           !! 0       .    .    .         !
 1994.2!                +              *      !!         .    .    .     0   !
 1994.3!                         *  +         !!         .  0 .    .         !
 1994.4!                         +   *        !!         .    .   0.         !
 1995.1!                         * +          !!         .  0 .    .         !
 1995.2!                         + *          !!         .    . 0  .         !
 1995.3!                          + *         !!         .    . 0  .         !
 1995.4!                          +   *       !!         .    .  0 .         !
 1996.1!                           +  *       !!         .    . 0  .         !
 1996.2!                           +  *       !!         .    . 0  .         !
 1996.3!                       *   +          !!         . 0  .    .         !
 1996.4!                       +  *           !!         .    . 0  .         !
 1997.1!                         +            *!         .    .    .    0    !
 1997.2!                       *        +     !!       0 .    .    .         !
 1997.3!                       +           *  !!         .    .    .   0     !
 1997.4!                             *+       !!         .   0.    .         !
 1998.1!                           + *        !!         .    . 0  .         !
 1998.2!                           + *        !!         .    . 0  .         !
 1998.3!                       *   +          !!         . 0  .    .         !
 1998.4!                       +     *        !!         .    .   0.         !
 1999.1!                           +   *      !!         .    .  0 .         !
 1999.2!                            +   *     !!         .    .  0 .         !
 1999.3!                             +   *    !!         .    .  0 .         !
 1999.4!                             +   *    !!         .    .  0 .         !
 2000.1!                            *+        !!         .   0.    .         !
 2000.2!                          +   *       !!         .    .  0 .         !
 2000.3!                           +   *      !!         .    .  0 .         !
 2000.4!                            +         !!         .    0    .         !
 2001.1!                          +  *        !!         .    . 0  .         !
 2001.2!                           +  *       !!         .    . 0  .         !
 2001.3!                           +    *     !!         .    .   0.         !
 2001.4!                            +     *   !!         .    .   0.         !
 2002.1!                             +        !!         .    0    .         !
 2002.2!                           +       *  !!         .    .    .0        !
 2002.3!                              +       !!         .    0    .         !
 2002.4!                           +   *      !!         .    .  0 .         !
 2003.1!                            +  *      !!         .    . 0  .         !
 2003.2!                           *+         !!         .   0.    .         !
 2003.3!                         +     *      !!         .    .   0.         !
 2003.4!                            + *       !!         .    . 0  .         !
 2004.1!                         * +          !!         .   0.    .         !
 2004.2!                        +      *      !!         .    .    0         !
 2004.3!                            +   *     !!         .    .  0 .         !
 2004.4!                       *    +         !!         .0   .    .         !
 2005.1!                       +         *    !!         .    .    .  0      !
 2005.2!                       *     +        !!         .0   .    .         !
 2005.3!                       + *            !!         .    . 0  .         !
 2005.4!                        +             !!         .    0    .         !
 2006.1!                        +   *         !!         .    .  0 .         !
 2006.2!                          +           !!         .    0    .         !
 2006.3!                        +       *     !!         .    .    .0        !
 2006.4!                         *  +         !!         .  0 .    .         !
 2007.1!                        +    *        !!         .    .   0.         !
 2007.2!                  *       +           !!        0.    .    .         !
 2007.3!                    +   *             !!         .    .  0 .         !
 2007.4!                       + *            !!         .    .0   .         !
 2008.1!                    *   +             !!         . 0  .    .         !
 2008.2!                     +    *           !!         .    .  0 .         !
 2008.3!                       *+             !!         .   0.    .         !
 2008.4!                      +*              !!         .    0    .         !
 2009.1!                      +  *            !!         .    . 0  .         !
 2009.2!                        +  *          !!         .    . 0  .         !
 2009.3!                         +     *      !!         .    .   0.         !
 2009.4!                    *      +          !!        0.    .    .         !
 2010.1!                     +      *         !!         .    .    .0        !
 2010.2!                        *+            !!         .   0.    .         !
 2010.3!                       +    *         !!         .    .   0.         !
 2010.4!                       * +            !!         .   0.    .         !
 2011.1!                *     +               !!         0    .    .         !
 2011.2!                  +  *                !!         .    . 0  .         !
 2011.3!                     +    *           !!         .    .   0.         !
 2011.4!                        +*            !!         .    .0   .         !
 2012.1!                     * +              !!         .  0 .    .         !
 2012.2!                     +        *       !!         .    .    . 0       !
 2012.3!                          +   *       !!         .    .  0 .         !
 2012.4!                          +           !!         .    0    .         !


     26.72 percent of the residuals exceed 1 SE
      6.11 percent of the residuals exceed 2 SE
@@EQ 2863 LAASONI C LASONI(-1) PSONI;SMPL 1993.3 2012.4;OLS;EST 2863 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKONI=KOPX$/NIPMM;                                                      
 GENR LAAKONI=LOG(AAKONI+.00001);                                             
 GENR LAKONI=LOG(AKONI+.00001);                                               
 LHS AAKONI=EXP(LAAKONI)-.00001;                                              
  EQ 2864 LAAKONI C LAKONI(-1) PKONI;                                         
EQUATION 1542  LAAKONI  
   RHS     C  LAKONI(-1)  PKONI  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST 1542 PLOT=0;END;                                                     

Equation number = 1542
**********************

Dependent variable = LAAKONI 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -4.486392939

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.256765746       0.111061736  -2.31192     1.000000
15035 LAKONI  ( -1)       0.860081207       0.037591894  22.87943    -4.502157
15033 PKONI   (  0)      -0.233180650       0.087359287  -2.66921     1.532745

SE of equation            =     0.352187994
Sum of squared residuals  =  22.2025126      -0.377475828E-11
Average absolute error    =     0.236911690
Sum of ABS residuals      =  43.1179276    
R squared                 =   0.89570
Durbin-Watson statistic   =   2.09284
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3! +*                                   !!          .   .0  .          !
 1967.4!  +*                                  !!          .   .0  .          !
 1968.1!   +          *                       !!          .   .   .          0
 1968.2!            +*                        !!          .   .0  .          !
 1968.3!            +                         !!          .   .0  .          !
 1968.4!           +*                         !!          .   . 0 .          !
 1969.1!        *  +                          !!          0   .   .          !
 1969.2!       +                              !!          .   0   .          !
 1969.3!       +                              !!          .   0   .          !
 1969.4!      +                               !!          .   0   .          !
 1970.1!      +*                              !!          .   .0  .          !
 1970.2!      +                               !!          .   0   .          !
 1970.3!     *+                               !!          .  0.   .          !
 1970.4!    *+                                !!          .  0.   .          !
 1971.1!    +        *                        !!          .   .   .       0  !
 1971.2!            +                         !!          .   .0  .          !
 1971.3!           +                          !!          .   0   .          !
 1971.4!          + *                         !!          .   . 0 .          !
 1972.1!      *    +                          !!       0  .   .   .          !
 1972.2!       +                              !!          .   0   .          !
 1972.3!       +*                             !!          .   .0  .          !
 1972.4!      * +                             !!          .0  .   .          !
 1973.1!      +  *                            !!          .   .   0          !
 1973.2!    *    +                            !!      0   .   .   .          !
 1973.3!   * +                                !!          . 0 .   .          !
 1973.4!    +                                 !!          .   .0  .          !
 1974.1! *   +                                !!        0 .   .   .          !
 1974.2!   +  *                               !!          .   .   .0         !
 1974.3!        +                             !!          .   .0  .          !
 1974.4!    *     +                           !!       0  .   .   .          !
 1975.1!    * +                               !!          .0  .   .          !
 1975.2!      +  *                            !!          .   .  0.          !
 1975.3!        * +                           !!          . 0 .   .          !
 1975.4!         +*                           !!          .   . 0 .          !
 1976.1!     *     +                          !!      0   .   .   .          !
 1976.2!     *+                               !!          . 0 .   .          !
 1976.3!*     +                               !!      0   .   .   .          !
 1976.4! *+                                   !!          .  0.   .          !
 1977.1!   +                                  !!          .   0   .          !
 1977.2*     +                                !!      0   .   .   .          !
 1977.3! +                                    !!          .  0.   .          !
 1977.4!   +                                  !!          .   0   .          !
 1978.1!     + *                              !!          .   .   0          !
 1978.2!    *    +                            !!        0 .   .   .          !
 1978.3!   *  +                               !!          0   .   .          !
 1978.4!    *+                                !!          .  0.   .          !
 1979.1!     +       *                        !!          .   .   .     0    !
 1979.2!             +                        !!          .   0   .          !
 1979.3!             +  *                     !!          .   .   0          !
 1979.4!                + *                   !!          .   .  0.          !
 1980.1!             *    +                   !!       0  .   .   .          !
 1980.2!          *   +                       !!         0.   .   .          !
 1980.3!           + *                        !!          .   .  0.          !
 1980.4!         *    +                       !!        0 .   .   .          !
 1981.1!         * +                          !!          . 0 .   .          !
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 1981.3!       *  +                           !!         0.   .   .          !
 1981.4!      * +                             !!          .0  .   .          !
 1982.1!       +  *                           !!          .   .   0          !
 1982.2!           +                          !!          .   .0  .          !
 1982.3!            +   *                     !!          .   .   . 0        !
 1982.4!               *+                     !!          .  0.   .          !
 1983.1!        *      +                      !!    0     .   .   .          !
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 1983.3!          *   +                       !!         0.   .   .          !
 1983.4!           +*                         !!          .   . 0 .          !
 1984.1!             +                        !!          .   0   .          !
 1984.2!      *      +                        !!     0    .   .   .          !
 1984.3!   *   +                              !!         0.   .   .          !
 1984.4!     +  *                             !!          .   .   0          !
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 1985.3!       *  +                           !!          0   .   .          !
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 1986.1!    + *                               !!          .   .  0.          !
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 1987.1!               +*                     !!          .   . 0 .          !
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 1989.3!             +                        !!          .   0   .          !
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 1990.1!             + *                      !!          .   . 0 .          !
 1990.2!              +*                      !!          .   .0  .          !
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 1991.4!              + *                     !!          .   .  0.          !
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 1993.3!              * +                     !!          . 0 .   .          !
 1993.4!               +*                     !!          .   . 0 .          !
 1994.1!             *  +                     !!          0   .   .          !
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 1994.3!               +*                     !!          .   . 0 .          !
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 1995.1!                +      *              !!          .   .   .      0   !
 1995.2!                      + *             !!          .   . 0 .          !
 1995.3!                       +*             !!          .   .0  .          !
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 1996.3!              * +                     !!          . 0 .   .          !
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 1997.3!                *+                    !!          .  0.   .          !
 1997.4!                  + *                 !!          .   .  0.          !
 1998.1!                     +    *           !!          .   .   .  0       !
 1998.2!                        * +           !!          . 0 .   .          !
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 1999.2!                    +*                !!          .   .0  .          !
 1999.3!                     +                !!          .   0   .          !
 1999.4!                     +*               !!          .   .0  .          !
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 2000.4!                      *+              !!          .  0.   .          !
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 2001.2!                         +            !!          .   0   .          !
 2001.3!                         +*           !!          .   .0  .          !
 2001.4!                         +            !!          .   0   .          !
 2002.1!                         +  *         !!          .   .   .0         !
 2002.2!                            +*        !!          .   . 0 .          !
 2002.3!                            + *       !!          .   . 0 .          !
 2002.4!                             +*       !!          .   . 0 .          !
 2003.1!                            *+        !!          . 0 .   .          !
 2003.2!                           +          !!          .   0   .          !
 2003.3!                          +*          !!          .   .0  .          !
 2003.4!                           +*         !!          .   . 0 .          !
 2004.1!                           +*         !!          .   0   .          !
 2004.2!                           +*         !!          .   .0  .          !
 2004.3!                           +          !!          .   .0  .          !
 2004.4!                           +          !!          .   .0  .          !
 2005.1!                           +*         !!          .   . 0 .          !
 2005.2!                            +         !!          .   .0  .          !
 2005.3!                            +         !!          .   .0  .          !
 2005.4!                           +*         !!          .   .0  .          !
 2006.1!                           *+         !!          .   0   .          !
 2006.2!                           +          !!          .   0   .          !
 2006.3!                           +          !!          .   0   .          !
 2006.4!                          +*          !!          .   .0  .          !
 2007.1!                           +      *   !!          .   .   .     0    !
 2007.2!                                 +*   !!          .   . 0 .          !
 2007.3!                                 +*   !!          .   .0  .          !
 2007.4!                                 +    !!          .   .0  .          !
 2008.1!                                +*    !!          .   0   .          !
 2008.2!                                +*    !!          .   .0  .          !
 2008.3!                               *+     !!          .  0.   .          !
 2008.4!                              +*      !!          .   .0  .          !
 2009.1!                         *    +       !!      0   .   .   .          !
 2009.2!                         +            !!          .   0   .          !
 2009.3!                         *+           !!          .  0.   .          !
 2009.4!                         +*           !!          .   .0  .          !
 2010.1!                         *+           !!          . 0 .   .          !
 2010.2!                         +*           !!          .   .0  .          !
 2010.3!                       *  +           !!          .0  .   .          !
 2010.4!                       *+             !!          .  0.   .          !
 2011.1!                        +  *          !!          .   .   .0         !
 2011.2!                           +          *!          .   .   .          0
 2011.3!                           *        + !!  0       .   .   .          !
 2011.4!                           +          !!          .  0.   .          !
 2012.1!                           +          !!          .   0   .          !
 2012.2!                     *     +          !!      0   .   .   .          !
 2012.3!                      + *             !!          .   .  0.          !
 2012.4!                       * +            !!          . 0 .   .          !


     20.33 percent of the residuals exceed 1 SE
      6.59 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBENI=BEPX$Q/NIPMM;                                                     
 GENR LAABENI=LOG(AABENI+.00001);                                             
 GENR LABENI=LOG(ABENI+.00001);                                               
 LHS AABENI=EXP(LAABENI)-.00001;                                              
  EQ 2865 LAABENI C LABENI(-1) PBENI;                                         
EQUATION 1543  LAABENI  
   RHS     C  LABENI(-1)  PBENI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1543 PLOT=0;END;                                                     

Equation number = 1543
**********************

Dependent variable = LAABENI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.585656043

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.057383299       0.243110532  -4.34939     1.000000
15038 LABENI  ( -1)       0.657103370       0.055614194  11.81539    -3.587323
15036 PBENI   (  0)      -0.182235572       0.194786120  -0.93557     0.938516

SE of equation            =     0.241934234
Sum of squared residuals  =  10.8284521      -0.473310280E-11
Average absolute error    =     0.199670702
Sum of ABS residuals      =  37.5380920    
R squared                 =   0.44900
Durbin-Watson statistic   =   2.23736
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!    *         +                       !!    0   .     .     .        !
 1966.2!    *    +                            !!        .0    .     .        !
 1966.3!     *   +                            !!        . 0   .     .        !
 1966.4!     *   +                            !!        . 0   .     .        !
 1967.1!   *      +                           !!       0.     .     .        !
 1967.2!      * +                             !!        .   0 .     .        !
 1967.3!          +                           !!        .     0     .        !
 1967.4!             +           *            !!        .     .     .    0   !
 1968.1!                      +               *!        .     .     .        0
 1968.2!                         *     +      !!        0     .     .        !
 1968.3!                    *  +              !!        .  0  .     .        !
 1968.4!         *         +                  !!    0   .     .     .        !
 1969.1!            +*                        !!        .     .0    .        !
 1969.2!         *     +                      !!        0     .     .        !
 1969.3!    *       +                         !!      0 .     .     .        !
 1969.4!  *      +                            !!        0     .     .        !
 1970.1!   *    +                             !!        .0    .     .        !
 1970.2!        + *                           !!        .     . 0   .        !
 1970.3!          *  +                        !!        .  0  .     .        !
 1970.4!             +        *               !!        .     .     .  0     !
 1971.1!       *             +                !! 0      .     .     .        !
 1971.2!         * +                          !!        .   0 .     .        !
 1971.3!       *    +                         !!        .0    .     .        !
 1971.4!           +  *                       !!        .     . 0   .        !
 1972.1!           *   +                      !!        . 0   .     .        !
 1972.2!         *   +                        !!        . 0   .     .        !
 1972.3!            +      *                  !!        .     .     .0       !
 1972.4!                   + *                !!        .     . 0   .        !
 1973.1!               *    +                 !!        .0    .     .        !
 1973.2!                +   *                 !!        .     .  0  .        !
 1973.3!                   +*                 !!        .     .0    .        !
 1973.4!                   +  *               !!        .     .  0  .        !
 1974.1!             *       +                !!      0 .     .     .        !
 1974.2!               +    *                 !!        .     .    0.        !
 1974.3!            *      +                  !!       0.     .     .        !
 1974.4!              +   *                   !!        .     .   0 .        !
 1975.1!                  +   *               !!        .     .  0  .        !
 1975.2!                    +   *             !!        .     .  0  .        !
 1975.3!            *         +               !!     0  .     .     .        !
 1975.4!            * +                       !!        .   0 .     .        !
 1976.1!              +           *           !!        .     .     .    0   !
 1976.2!                       +    *         !!        .     .    0.        !
 1976.3!                     *   +            !!        . 0   .     .        !
 1976.4!                   +      *           !!        .     .     .0       !
 1977.1!                       +              !!        .     0     .        !
 1977.2!                 *   +                !!        . 0   .     .        !
 1977.3!           *     +                    !!        0     .     .        !
 1977.4!              +        *              !!        .     .     .  0     !
 1978.1!                   * +                !!        .   0 .     .        !
 1978.2!                   +     *            !!        .     .     0        !
 1978.3!                   *  +               !!        .  0  .     .        !
 1978.4!                   +   *              !!        .     .   0 .        !
 1979.1!                     +    *           !!        .     .    0.        !
 1979.2!                       +         *    !!        .     .     .  0     !
 1979.3!                            +    *    !!        .     .    0.        !
 1979.4!                            +       * !!        .     .     .0       !
 1980.1!                              +   *   !!        .     .   0 .        !
 1980.2!                             +     *  !!        .     .     0        !
 1980.3!                             +   *    !!        .     .  0  .        !
 1980.4!                            +     *   !!        .     .     0        !
 1981.1!                             + *      !!        .     . 0   .        !
 1981.2!                     *      +         !!        0     .     .        !
 1981.3!                   * +                !!        .    0.     .        !
 1981.4!                   +     *            !!        .     .    0.        !
 1982.1!                 *     +              !!        0     .     .        !
 1982.2!                  +         *         !!        .     .     .  0     !
 1982.3!                   *     +            !!        0     .     .        !
 1982.4!                   +        *         !!        .     .     . 0      !
 1983.1!                         +      *     !!        .     .     .0       !
 1983.2!                            +   *     !!        .     .   0 .        !
 1983.3!                        *   +         !!        . 0   .     .        !
 1983.4!                       +      *       !!        .     .     .0       !
 1984.1!                           + *        !!        .     . 0   .        !
 1984.2!                          +   *       !!        .     .   0 .        !
 1984.3!                    *      +          !!       0.     .     .        !
 1984.4!                    + *               !!        .     . 0   .        !
 1985.1!                     +                !!        .     0     .        !
 1985.2!         *           +                !!   0    .     .     .        !
 1985.3!            +              *          !!        .     .     .       0!
 1985.4!                      *  +            !!        .  0  .     .        !
 1986.1!                     +             *  !!        .     .     .       0!
 1986.2!                             +   *    !!        .     .   0 .        !
 1986.3!                          * +         !!        .   0 .     .        !
 1986.4!                        +          *  !!        .     .     .    0   !
 1987.1!                             + *      !!        .     . 0   .        !
 1987.2!                   *       +          !!      0 .     .     .        !
 1987.3!                 * +                  !!        .   0 .     .        !
 1987.4!                  + *                 !!        .     . 0   .        !
 1988.1!                 *  +                 !!        .   0 .     .        !
 1988.2!          *       +                   !!       0.     .     .        !
 1988.3!             +    *                   !!        .     .   0 .        !
 1988.4!                  +  *                !!        .     .  0  .        !
 1989.1!              *     +                 !!        0     .     .        !
 1989.2!               +          *           !!        .     .     .   0    !
 1989.3!                       +  *           !!        .     .  0  .        !
 1989.4!                    *  +              !!        .  0  .     .        !
 1990.1!                   +  *               !!        .     .  0  .        !
 1990.2!                   *+                 !!        .    0.     .        !
 1990.3!                 *+                   !!        .    0.     .        !
 1990.4!                 +     *              !!        .     .     0        !
 1991.1!         *           +                !!   0    .     .     .        !
 1991.2!            +   *                     !!        .     .   0 .        !
 1991.3!                 +                    !!        .     0     .        !
 1991.4!           *     +                    !!        0     .     .        !
 1992.1!          *  +                        !!        .  0  .     .        !
 1992.2!             +  *                     !!        .     .   0 .        !
 1992.3!             *   +                    !!        .  0  .     .        !
 1992.4!               +            *         !!        .     .     .     0  !
 1993.1!            *           +             !!  0     .     .     .        !
 1993.2!              +        *              !!        .     .     .  0     !
 1993.3!        *             +               !! 0      .     .     .        !
 1993.4!            +     *                   !!        .     .     0        !
 1994.1!                  +  *                !!        .     .  0  .        !
 1994.2!              *     +                 !!        0     .     .        !
 1994.3!           *   +                      !!        . 0   .     .        !
 1994.4!             +   *                    !!        .     .  0  .        !
 1995.1!                 +     *              !!        .     .    0.        !
 1995.2!                   * +                !!        .   0 .     .        !
 1995.3!           *       +                  !!       0.     .     .        !
 1995.4!             +       *                !!        .     .     .0       !
 1996.1!                 *  +                 !!        .  0  .     .        !
 1996.2!             *   +                    !!        . 0   .     .        !
 1996.3!      *       +                       !!      0 .     .     .        !
 1996.4!          +                           !!        .     .0    .        !
 1997.1!             +             *          !!        .     .     .      0 !
 1997.2!                    *   +             !!        . 0   .     .        !
 1997.3!                    +                 !!        .     0     .        !
 1997.4!                *   +                 !!        .  0  .     .        !
 1998.1!         *       +                    !!      0 .     .     .        !
 1998.2!            +   *                     !!        .     .   0 .        !
 1998.3!           *     +                    !!        .0    .     .        !
 1998.4!            * +                       !!        .   0 .     .        !
 1999.1!        *     +                       !!        0     .     .        !
 1999.2!            +  *                      !!        .     .  0  .        !
 1999.3!             *  +                     !!        .  0  .     .        !
 1999.4!               +    *                 !!        .     .   0 .        !
 2000.1!                   + *                !!        .     . 0   .        !
 2000.2!                    +    *            !!        .     .   0 .        !
 2000.3!               *       +              !!      0 .     .     .        !
 2000.4!                +  *                  !!        .     . 0   .        !
 2001.1!                   +                  !!        .     0     .        !
 2001.2!                   + *                !!        .     . 0   .        !
 2001.3!                 *  +                 !!        .  0  .     .        !
 2001.4!                  + *                 !!        .     . 0   .        !
 2002.1!                    +                 !!        .     0     .        !
 2002.2!                    +*                !!        .     .0    .        !
 2002.3!          *         +                 !!     0  .     .     .        !
 2002.4!             +   *                    !!        .     .  0  .        !
 2003.1!              *  +                    !!        .  0  .     .        !
 2003.2!    *          +                      !!   0    .     .     .        !
 2003.3!       * +                            !!        .   0 .     .        !
 2003.4!          + *                         !!        .     .0    .        !
 2004.1!     *        +                       !!      0 .     .     .        !
 2004.2*         +                            !!    0   .     .     .        !
 2004.3!   * +                                !!        .   0 .     .        !
 2004.4!    *   +                             !!        .  0  .     .        !
 2005.1!     *  +                             !!        .  0  .     .        !
 2005.2!  *      +                            !!        0     .     .        !
 2005.3!   *   +                              !!        . 0   .     .        !
 2005.4!*       +                             !!      0 .     .     .        !
 2006.1!      +   *                           !!        .     .   0 .        !
 2006.2!         *  +                         !!        .  0  .     .        !
 2006.3!           +     *                    !!        .     .     0        !
 2006.4!                 +   *                !!        .     .   0 .        !
 2007.1!                   +     *            !!        .     .    0.        !
 2007.2!                  *   +               !!        . 0   .     .        !
 2007.3!                *+                    !!        .     0     .        !
 2007.4!            *   +                     !!        . 0   .     .        !
 2008.1!             + *                      !!        .     .  0  .        !
 2008.2!               +*                     !!        .     .0    .        !
 2008.3!                +  *                  !!        .     .  0  .        !
 2008.4!                  + *                 !!        .     . 0   .        !
 2009.1!                 *+                   !!        .   0 .     .        !
 2009.2!                +            *        !!        .     .     .     0  !
 2009.3!                        +             !!        .    0.     .        !
 2009.4!                     +  *             !!        .     .  0  .        !
 2010.1!               *     +                !!        0     .     .        !
 2010.2!          *     +                     !!        .0    .     .        !
 2010.3!    *       +                         !!      0 .     .     .        !
 2010.4!        +           *                 !!        .     .     .     0  !
 2011.1!                   +            *     !!        .     .     .      0 !
 2011.2!                          +*          !!        .     .0    .        !
 2011.3!                     * +              !!        .   0 .     .        !
 2011.4!                   +          *       !!        .     .     .   0    !
 2012.1!                   *     +            !!        0     .     .        !
 2012.2!                  +  *                !!        .     .  0  .        !
 2012.3!            *      +                  !!      0 .     .     .        !
 2012.4!             +      *                 !!        .     .     .0       !


     29.26 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDENI=DEPX$Q/NIPMM;                                                     
 GENR LAADENI=LOG(AADENI+.00001);                                             
 GENR LADENI=LOG(ADENI+.00001);                                               
 LHS AADENI=EXP(LAADENI)-.00001;                                              
  EQ 2866 LAADENI C LADENI(-1) PDENI;                                         
EQUATION 1544  LAADENI  
   RHS     C  LADENI(-1)  PDENI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1544 PLOT=0;END;                                                     

Equation number = 1544
**********************

Dependent variable = LAADENI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.226928116

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.251514089       0.377458247  -3.31564     1.000000
15041 LADENI  ( -1)       0.713686535       0.052075053  13.70496    -5.225689
15039 PDENI   (  0)      -0.251995915       0.312272908  -0.80697     0.975851

SE of equation            =     0.290322454
Sum of squared residuals  =  15.5931185      -0.406608081E-11
Average absolute error    =     0.217540357
Sum of ABS residuals      =  40.8975870    
R squared                 =   0.51471
Durbin-Watson statistic   =   2.39103
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!          *+                          !!          .   0   .          !
 1966.2!            +      *                  !!          .   .   .0         !
 1966.3!           *       +                  !!         0.   .   .          !
 1966.4!*            +                        !!     0    .   .   .          !
 1967.1!     +                     *          !!          .   .   .          0
 1967.2!                     *   +            !!          .0  .   .          !
 1967.3!                     +        *       !!          .   .   .  0       !
 1967.4!                           +      *   !!          .   .   .0         !
 1968.1!                              +    *  !!          .   .   0          !
 1968.2!                           *   +      !!          . 0 .   .          !
 1968.3!                         +    *       !!          .   .   0          !
 1968.4!                           + *        !!          .   . 0 .          !
 1969.1!                          +  *        !!          .   . 0 .          !
 1969.2!                       *  +           !!          . 0 .   .          !
 1969.3!                      +    *          !!          .   .   0          !
 1969.4!                         +            *!          .   .   .    0     !
 1970.1!                                 +*   !!          .   .0  .          !
 1970.2!                    *         +       !!       0  .   .   .          !
 1970.3!                   +*                 !!          .   0   .          !
 1970.4!                    +       *         !!          .   .   . 0        !
 1971.1!                          +           !!          .   0   .          !
 1971.2!                        +    *        !!          .   .  0.          !
 1971.3!                          +           !!          .   0   .          !
 1971.4!                       *+             !!          .  0.   .          !
 1972.1!                      +        *      !!          .   .   . 0        !
 1972.2!                            +*        !!          .   .0  .          !
 1972.3!                          +    *      !!          .   .  0.          !
 1972.4!                            +     *   !!          .   .   0          !
 1973.1!                  *          +        !!      0   .   .   .          !
 1973.2!                  +          *        !!          .   .   .   0      !
 1973.3!                          +  *        !!          .   . 0 .          !
 1973.4!                          +    *      !!          .   .  0.          !
 1974.1!                           +          !!          .   0   .          !
 1974.2!                        +     *       !!          .   .   0          !
 1974.3!                          *+          !!          .  0.   .          !
 1974.4!                        +   *         !!          .   .  0.          !
 1975.1!                       * +            !!          .  0.   .          !
 1975.2!                      +         *     !!          .   .   .  0       !
 1975.3!                            +       * !!          .   .   .0         !
 1975.4!                               +*     !!          .   0   .          !
 1976.1!                           *+         !!          .   0   .          !
 1976.2!                         + *          !!          .   . 0 .          !
 1976.3!                     *   +            !!          .0  .   .          !
 1976.4!                    +*                !!          .   .0  .          !
 1977.1!                    +           *     !!          .   .   .   0      !
 1977.2!                           *+         !!          .  0.   .          !
 1977.3!                         + *          !!          .   .0  .          !
 1977.4!                        +    *        !!          .   .  0.          !
 1978.1!                        * +           !!          .  0.   .          !
 1978.2!                      *+              !!          .   0   .          !
 1978.3!                     +       *        !!          .   .   .0         !
 1978.4!                    *     +           !!          0   .   .          !
 1979.1!                    +  *              !!          .   . 0 .          !
 1979.2!                *     +               !!          0   .   .          !
 1979.3!             *   +                    !!          .0  .   .          !
 1979.4!               + *                    !!          .   .0  .          !
 1980.1!                  +    *              !!          .   .  0.          !
 1980.2!                      +    *          !!          .   .  0.          !
 1980.3!                     *   +            !!          .0  .   .          !
 1980.4!                     +      *         !!          .   .   .0         !
 1981.1!                          *+          !!          .   0   .          !
 1981.2!                         +*           !!          .   .0  .          !
 1981.3!                        *+            !!          .   0   .          !
 1981.4!                    *  +              !!          . 0 .   .          !
 1982.1!                     +     *          !!          .   .   .0         !
 1982.2!                         *+           !!          .  0.   .          !
 1982.3!                   *    +             !!          .0  .   .          !
 1982.4!                    +        *        !!          .   .   . 0        !
 1983.1!                           +          !!          .   0   .          !
 1983.2!                         +  *         !!          .   . 0 .          !
 1983.3!                          +           !!          .   0   .          !
 1983.4!                         +   *        !!          .   .  0.          !
 1984.1!                           +       *  !!          .   .   .0         !
 1984.2!                               +  *   !!          .   . 0 .          !
 1984.3!                   *           +      !!      0   .   .   .          !
 1984.4!                    +*                !!          .   0   .          !
 1985.1!                     +    *           !!          .   .  0.          !
 1985.2!            *            +            !!     0    .   .   .          !
 1985.3!               +        *             !!          .   .   . 0        !
 1985.4!                       +      *       !!          .   .   .0         !
 1986.1!        *                  +          !! 0        .   .   .          !
 1986.2!           +          *               !!          .   .   .   0      !
 1986.3!                    *+                !!          .  0.   .          !
 1986.4!                    + *               !!          .   .0  .          !
 1987.1!                    *+                !!          .  0.   .          !
 1987.2!                  * +                 !!          .  0.   .          !
 1987.3!                   + *                !!          .   .0  .          !
 1987.4!                *   +                 !!          .0  .   .          !
 1988.1!           *     +                    !!          0   .   .          !
 1988.2!              +*                      !!          .   .0  .          !
 1988.3!                 +   *                !!          .   .  0.          !
 1988.4!              *      +                !!         0.   .   .          !
 1989.1!               +    *                 !!          .   .  0.          !
 1989.2!                 *  +                 !!          . 0 .   .          !
 1989.3!            *     +                   !!         0.   .   .          !
 1989.4!              +       *               !!          .   .   . 0        !
 1990.1!            *        +                !!        0 .   .   .          !
 1990.2!              +         *             !!          .   .   .  0       !
 1990.3!                    *  +              !!          . 0 .   .          !
 1990.4!     *              +                 !!    0     .   .   .          !
 1991.1!         +    *                       !!          .   .   0          !
 1991.2!          *     +                     !!          0   .   .          !
 1991.3!             +   *                    !!          .   .  0.          !
 1991.4!                *+                    !!          .  0.   .          !
 1992.1!                 +      *             !!          .   .   .0         !
 1992.2!                    * +               !!          . 0 .   .          !
 1992.3!                   *+                 !!          .  0.   .          !
 1992.4!                   +  *               !!          .   . 0 .          !
 1993.1!                    *+                !!          .  0.   .          !
 1993.2!                    +     *           !!          .   .   0          !
 1993.3!                   *    +             !!          0   .   .          !
 1993.4!                   *+                 !!          .  0.   .          !
 1994.1!                   +                  !!          .   0   .          !
 1994.2!                   +*                 !!          .   0   .          !
 1994.3!        *           +                 !!      0   .   .   .          !
 1994.4!           +     *                    !!          .   .   0          !
 1995.1!                  +      *            !!          .   .   .0         !
 1995.2!                     * +              !!          . 0 .   .          !
 1995.3!                    +                 !!          .   0   .          !
 1995.4!                  * +                 !!          .  0.   .          !
 1996.1!                *  +                  !!          . 0 .   .          !
 1996.2!           *     +                    !!          0   .   .          !
 1996.3!            *+                        !!          .  0.   .          !
 1996.4!            * +                       !!          .  0.   .          !
 1997.1!              +   *                   !!          .   . 0 .          !
 1997.2!            *      +                  !!         0.   .   .          !
 1997.3!            * +                       !!          . 0 .   .          !
 1997.4!              +*                      !!          .   0   .          !
 1998.1!                +  *                  !!          .   . 0 .          !
 1998.2!                *  +                  !!          . 0 .   .          !
 1998.3!                 + *                  !!          .   .0  .          !
 1998.4!                 * +                  !!          .  0.   .          !
 1999.1!               *  +                   !!          . 0 .   .          !
 1999.2!                 +                    !!          .   0   .          !
 1999.3!               *  +                   !!          . 0 .   .          !
 1999.4!                 + *                  !!          .   . 0 .          !
 2000.1!                    +    *            !!          .   .   0          !
 2000.2!                        + *           !!          .   .0  .          !
 2000.3!                        +  *          !!          .   . 0 .          !
 2000.4!                        *+            !!          .  0.   .          !
 2001.1!                  *    +              !!          0   .   .          !
 2001.2!                *  +                  !!          . 0 .   .          !
 2001.3!               * +                    !!          .  0.   .          !
 2001.4!               * +                    !!          .  0.   .          !
 2002.1!                 +*                   !!          .   .0  .          !
 2002.2!                  + *                 !!          .   .0  .          !
 2002.3!                 *  +                 !!          . 0 .   .          !
 2002.4!                  + *                 !!          .   .0  .          !
 2003.1!                 *  +                 !!          . 0 .   .          !
 2003.2!              *   +                   !!          . 0 .   .          !
 2003.3!             *  +                     !!          . 0 .   .          !
 2003.4!              +*                      !!          .   0   .          !
 2004.1!                +   *                 !!          .   .  0.          !
 2004.2!                   +                  !!          .   0   .          !
 2004.3!                   +                  !!          .   0   .          !
 2004.4!                  + *                 !!          .   .0  .          !
 2005.1!                   +       *          !!          .   .   .0         !
 2005.2!                      * +             !!          . 0 .   .          !
 2005.3!                    *+                !!          .   0   .          !
 2005.4!          *         +                 !!       0  .   .   .          !
 2006.1!            +  *                      !!          .   . 0 .          !
 2006.2!                +   *                 !!          .   .  0.          !
 2006.3!              *     +                 !!          0   .   .          !
 2006.4!                +     *               !!          .   .   0          !
 2007.1!            *        +                !!        0 .   .   .          !
 2007.2!             *+                       !!          .  0.   .          !
 2007.3!         *    +                       !!          0   .   .          !
 2007.4!        *   +                         !!          .0  .   .          !
 2008.1*           +                          !!      0   .   .   .          !
 2008.2!    +*                                !!          .   0   .          !
 2008.3!*       +                             !!        0 .   .   .          !
 2008.4!      +                               !!          .   0   .          !
 2009.1!       *  +                           !!          . 0 .   .          !
 2009.2! *        +                           !!        0 .   .   .          !
 2009.3!    * +                               !!          . 0 .   .          !
 2009.4!        +                             !!          .   0   .          !
 2010.1!         * +                          !!          . 0 .   .          !
 2010.2!      *     +                         !!          0   .   .          !
 2010.3!        * +                           !!          . 0 .   .          !
 2010.4!         * +                          !!          .  0.   .          !
 2011.1!            + *                       !!          .   .0  .          !
 2011.2!         *      +                     !!         0.   .   .          !
 2011.3! *          +                         !!       0  .   .   .          !
 2011.4!     * +                              !!          .  0.   .          !
 2012.1!    *    +                            !!          0   .   .          !
 2012.2!    *   +                             !!          .0  .   .          !
 2012.3!         +                            !!          .   0   .          !
 2012.4!   *        +                         !!        0 .   .   .          !


     29.79 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNONI=NOPX$Q/NIPMM;                                                     
 GENR LAANONI=LOG(AANONI+.00001);                                             
 GENR LANONI=LOG(ANONI+.00001);                                               
 LHS AANONI=EXP(LAANONI)-.00001;                                              
  EQ 2867 LAANONI C LANONI(-1) PNONI;                                         
EQUATION 1545  LAANONI  
   RHS     C  LANONI(-1)  PNONI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1545 PLOT=0;END;                                                     

Equation number = 1545
**********************

Dependent variable = LAANONI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.026309468

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.458227884       0.282635171  -5.15940     1.000000
15044 LANONI  ( -1)       0.672269954       0.053376944  12.59476    -5.017391
15042 PNONI   (  0)      -0.236667638       0.191176019  -1.23796     0.824111

SE of equation            =     0.567486803
Sum of squared residuals  =  59.5776352      -0.758504370E-12
Average absolute error    =     0.451989675
Sum of ABS residuals      =  84.9740590    
R squared                 =   0.48648
Durbin-Watson statistic   =   2.31796
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                             +      * !!          .   .   .0         !
 1966.2!                              +    *  !!          .   .  0.          !
 1966.3!                             +        *!          .   .   . 0        !
 1966.4!                               +     *!!          .   .   0          !
 1967.1!                               +    * !!          .   .   0          !
 1967.2!                              +  *    !!          .   . 0 .          !
 1967.3!                            +  *      !!          .   . 0 .          !
 1967.4!                          *+          !!          .  0.   .          !
 1968.1!                       + *            !!          .   . 0 .          !
 1968.2!                       +*             !!          .   .0  .          !
 1968.3!                      +       *       !!          .   .   . 0        !
 1968.4!                          +   *       !!          .   .  0.          !
 1969.1!                          +     *     !!          .   .   0          !
 1969.2!                           +   *      !!          .   .  0.          !
 1969.3!                          +   *       !!          .   .  0.          !
 1969.4!                          +  *        !!          .   . 0 .          !
 1970.1!                         +*           !!          .   .0  .          !
 1970.2!                       +  *           !!          .   . 0 .          !
 1970.3!                       +*             !!          .   .0  .          !
 1970.4!                      +               !!          .   0   .          !
 1971.1!                     +*               !!          .   .0  .          !
 1971.2!              *      +                !!          0   .   .          !
 1971.3!             * +                      !!          . 0 .   .          !
 1971.4!              +                       !!          .   0   .          !
 1972.1!              *+                      !!          .  0.   .          !
 1972.2!              *+                      !!          .  0.   .          !
 1972.3!               +                      !!          .   0   .          !
 1972.4!                +       *             !!          .   .   . 0        !
 1973.1!                      +      *        !!          .   .   0          !
 1973.2!                       * +            !!          . 0 .   .          !
 1973.3!                     +*               !!          .   .0  .          !
 1973.4!                    +   *             !!          .   . 0 .          !
 1974.1!                     +*               !!          .   0   .          !
 1974.2!              *     +                 !!          0   .   .          !
 1974.3!               +     *                !!          .   .   0          !
 1974.4!                    +  *              !!          .   . 0 .          !
 1975.1!                     +*               !!          .   .0  .          !
 1975.2!                    +                 !!          .   0   .          !
 1975.3!                   +  *               !!          .   . 0 .          !
 1975.4!                    +    *            !!          .   .  0.          !
 1976.1!                      +    *          !!          .   .  0.          !
 1976.2!                       +    *         !!          .   .  0.          !
 1976.3!                        +  *          !!          .   . 0 .          !
 1976.4!               *       +              !!        0 .   .   .          !
 1977.1!              *+                      !!          .  0.   .          !
 1977.2!            *  +                      !!          . 0 .   .          !
 1977.3!             +        *               !!          .   .   .0         !
 1977.4!                    +                 !!          .   0   .          !
 1978.1!         *         +                  !!       0  .   .   .          !
 1978.2!        *  +                          !!          . 0 .   .          !
 1978.3!           +        *                 !!          .   .   . 0        !
 1978.4!                   +    *             !!          .   .  0.          !
 1979.1!                      +     *         !!          .   .   0          !
 1979.2!                         +*           !!          .   .0  .          !
 1979.3!                      *+              !!          .   0   .          !
 1979.4!                     +                !!          .   0   .          !
 1980.1!            *      +                  !!         0.   .   .          !
 1980.2!             +          *             !!          .   .   .  0       !
 1980.3!                      +  *            !!          .   . 0 .          !
 1980.4!                      +           *   !!          .   .   .   0      !
 1981.1!                   *        +         !!        0 .   .   .          !
 1981.2!                  +    *              !!          .   .  0.          !
 1981.3!                     +   *            !!          .   .  0.          !
 1981.4!                      +*              !!          .   .0  .          !
 1982.1!               *     +                !!          0   .   .          !
 1982.2!               +       *              !!          .   .   .0         !
 1982.3!                     +   *            !!          .   .  0.          !
 1982.4!                    * +               !!          . 0 .   .          !
 1983.1!                  +*                  !!          .   .0  .          !
 1983.2!                  +    *              !!          .   .  0.          !
 1983.3!                     +                !!          .   0   .          !
 1983.4!                   +      *           !!          .   .   .0         !
 1984.1!              *        +              !!        0 .   .   .          !
 1984.2*               +                      !!    0     .   .   .          !
 1984.3!     +  *                             !!          .   . 0 .          !
 1984.4!           +                          !!          .   0   .          !
 1985.1!             +                        !!          .   0   .          !
 1985.2*              +                       !!    0     .   .   .          !
 1985.3!     + *                              !!          .   . 0 .          !
 1985.4!          +       *                   !!          .   .   . 0        !
 1986.1!            *     +                   !!          0   .   .          !
 1986.2!              +                *      !!          .   .   .       0  !
 1986.3!    *                      +          !0          .   .   .          !
 1986.4!         +   *                        !!          .   .  0.          !
 1987.1!           *   +                      !!          .0  .   .          !
 1987.2!           * +                        !!          . 0 .   .          !
 1987.3!          *  +                        !!          . 0 .   .          !
 1987.4!             +       *                !!          .   .   . 0        !
 1988.1!            *       +                 !!         0.   .   .          !
 1988.2!              +*                      !!          .   .0  .          !
 1988.3!             *  +                     !!          . 0 .   .          !
 1988.4!              +  *                    !!          .   . 0 .          !
 1989.1!    *            +                    !!      0   .   .   .          !
 1989.2!      *  +                            !!          . 0 .   .          !
 1989.3!          +   *                       !!          .   .  0.          !
 1989.4!            *  +                      !!          . 0 .   .          !
 1990.1!         *    +                       !!          .0  .   .          !
 1990.2! *          +                         !!       0  .   .   .          !
 1990.3!      +        *                      !!          .   .   . 0        !
 1990.4!            *  +                      !!          . 0 .   .          !
 1991.1!          *   +                       !!          . 0 .   .          !
 1991.2!        *    +                        !!          .0  .   .          !
 1991.3!           +      *                   !!          .   .   .0         !
 1991.4!               *  +                   !!          . 0 .   .          !
 1992.1!                + *                   !!          .   .0  .          !
 1992.2!                * +                   !!          .  0.   .          !
 1992.3!                 + *                  !!          .   . 0 .          !
 1992.4!                   +     *            !!          .   .   0          !
 1993.1!                      *+              !!          .   0   .          !
 1993.2!                    *+                !!          .  0.   .          !
 1993.3!                    +   *             !!          .   .  0.          !
 1993.4!                      +    *          !!          .   .  0.          !
 1994.1!                        +       *     !!          .   .   .0         !
 1994.2!                   *       +          !!        0 .   .   .          !
 1994.3!                   +    *             !!          .   .   0          !
 1994.4!                      +*              !!          .   .0  .          !
 1995.1!                *     +               !!          0   .   .          !
 1995.2!            *   +                     !!          .0  .   .          !
 1995.3!              +                       !!          .   0   .          !
 1995.4!               +      *               !!          .   .   .0         !
 1996.1!                   * +                !!          . 0 .   .          !
 1996.2!                * +                   !!          . 0 .   .          !
 1996.3!             *  +                     !!          . 0 .   .          !
 1996.4!       *       +                      !!         0.   .   .          !
 1997.1!          +    *                      !!          .   .  0.          !
 1997.2!      *         +                     !!       0  .   .   .          !
 1997.3!  *       +                           !!         0.   .   .          !
 1997.4!       +        *                     !!          .   .   . 0        !
 1998.1!                 +        *           !!          .   .   . 0        !
 1998.2!             *          +             !!       0  .   .   .          !
 1998.3!          *    +                      !!          0   .   .          !
 1998.4!        *    +                        !!          .0  .   .          !
 1999.1!           +        *                 !!          .   .   . 0        !
 1999.2!          *        +                  !!        0 .   .   .          !
 1999.3!       *     +                        !!          0   .   .          !
 1999.4!          +   *                       !!          .   . 0 .          !
 2000.1!             * +                      !!          .  0.   .          !
 2000.2! *            +                       !!      0   .   .   .          !
 2000.3! *    +                               !!          0   .   .          !
 2000.4!   *  +                               !!          . 0 .   .          !
 2001.1!       +    *                         !!          .   .  0.          !
 2001.2! *            +                       !!      0   .   .   .          !
 2001.3!       +       *                      !!          .   .   .0         !
 2001.4!            *   +                     !!          . 0 .   .          !
 2002.1!         *    +                       !!          .0  .   .          !
 2002.2!            +                         !!          .   0   .          !
 2002.3!     *       +                        !!        0 .   .   .          !
 2002.4!         +       *                    !!          .   .   .0         !
 2003.1!          *      +                    !!          0   .   .          !
 2003.2!            +  *                      !!          .   . 0 .          !
 2003.3!             * +                      !!          . 0 .   .          !
 2003.4!              +       *               !!          .   .   .0         !
 2004.1!       *            +                 !!      0   .   .   .          !
 2004.2!          +   *                       !!          .   .  0.          !
 2004.3!     *         +                      !!        0 .   .   .          !
 2004.4!     *   +                            !!          .0  .   .          !
 2005.1!        +                             !!          .   0   .          !
 2005.2!       *   +                          !!          . 0 .   .          !
 2005.3!  *       +                           !!         0.   .   .          !
 2005.4!      +  *                            !!          .   . 0 .          !
 2006.1!           +                          !!          .   0   .          !
 2006.2!    *       +                         !!         0.   .   .          !
 2006.3!  *    +                              !!          0   .   .          !
 2006.4!    * +                               !!          .  0.   .          !
 2007.1!       +*                             !!          .   0   .          !
 2007.2!   *      +                           !!         0.   .   .          !
 2007.3!     *+                               !!          .  0.   .          !
 2007.4!   *   +                              !!          .0  .   .          !
 2008.1!      +      *                        !!          .   .   .0         !
 2008.2!      *     +                         !!          0   .   .          !
 2008.3!        +      *                      !!          .   .   .0         !
 2008.4!              +   *                   !!          .   . 0 .          !
 2009.1!                *+                    !!          .  0.   .          !
 2009.2!               +  *                   !!          .   .0  .          !
 2009.3!        *        +                    !!        0 .   .   .          !
 2009.4!          +        *                  !!          .   .   . 0        !
 2010.1!                 +*                   !!          .   .0  .          !
 2010.2!                *+                    !!          .   0   .          !
 2010.3!                +   *                 !!          .   .  0.          !
 2010.4!                  +   *               !!          .   .  0.          !
 2011.1!                   +     *            !!          .   .   0          !
 2011.2!          *          +                !!       0  .   .   .          !
 2011.3!       *   +                          !!          .0  .   .          !
 2011.4!       * +                            !!          .  0.   .          !
 2012.1!         +         *                  !!          .   .   .  0       !
 2012.2!                *+                    !!          .  0.   .          !
 2012.3!             * +                      !!          .  0.   .          !
 2012.4!             +  *                     !!          .   . 0 .          !


     31.91 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWNI=SWPX$Q/NIPMM;                                                     
 GENR LAASWNI=LOG(AASWNI+.00001);                                             
 GENR LASWNI=LOG(ASWNI+.00001);                                               
 LHS AASWNI=EXP(LAASWNI)-.00001;                                              
  EQ 2868 LAASWNI C LASWNI(-1) PSWNI;                                         
EQUATION 1546  LAASWNI  
   RHS     C  LASWNI(-1)  PSWNI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1546 PLOT=0;END;                                                     

Equation number = 1546
**********************

Dependent variable = LAASWNI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.769652494

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.518343788       0.439309567  -3.45620     1.000000
15047 LASWNI  ( -1)       0.548450822       0.060668840   9.04007    -4.768097
15045 PSWNI   (  0)      -0.582035645       0.340946114  -1.70712     1.093133

SE of equation            =     0.430179713
Sum of squared residuals  =  34.2350984       0.742073070E-12
Average absolute error    =     0.339927588
Sum of ABS residuals      =  63.9063866    
R squared                 =   0.32932
Durbin-Watson statistic   =   2.27360
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                      +        *      !!          .   .   . 0        !
 1966.2!                  *     +             !!          0   .   .          !
 1966.3!              *  +                    !!          . 0 .   .          !
 1966.4!           *   +                      !!          .0  .   .          !
 1967.1!              +         *             !!          .   .   . 0        !
 1967.2!                     +  *             !!          .   . 0 .          !
 1967.3!                  *  +                !!          . 0 .   .          !
 1967.4!                 +           *        !!          .   .   .   0      !
 1968.1!                       +    *         !!          .   .  0.          !
 1968.2!                  *    +              !!          .0  .   .          !
 1968.3!                *+                    !!          .  0.   .          !
 1968.4!                +                     !!          .   0   .          !
 1969.1!                +                     !!          .   0   .          !
 1969.2!               *+                     !!          .  0.   .          !
 1969.3!              *+                      !!          .  0.   .          !
 1969.4!             * +                      !!          .  0.   .          !
 1970.1!           *   +                      !!          . 0 .   .          !
 1970.2!              +    *                  !!          .   .   0          !
 1970.3!                  +    *              !!          .   .  0.          !
 1970.4!                    +*                !!          .   .0  .          !
 1971.1!               *   +                  !!          . 0 .   .          !
 1971.2!               *+                     !!          .  0.   .          !
 1971.3!             *  +                     !!          . 0 .   .          !
 1971.4!              *+                      !!          .  0.   .          !
 1972.1!              * +                     !!          .  0.   .          !
 1972.2!                +   *                 !!          .   . 0 .          !
 1972.3!                *  +                  !!          . 0 .   .          !
 1972.4!                +    *                !!          .   .  0.          !
 1973.1!                    +  *              !!          .   . 0 .          !
 1973.2!                   *+                 !!          .  0.   .          !
 1973.3!                  +                   !!          .   0   .          !
 1973.4!                 +   *                !!          .   . 0 .          !
 1974.1!                  +   *               !!          .   . 0 .          !
 1974.2!                  *+                  !!          .  0.   .          !
 1974.3!                 +   *                !!          .   . 0 .          !
 1974.4!                   +*                 !!          .   .0  .          !
 1975.1!                  +   *               !!          .   .  0.          !
 1975.2!            *      +                  !!         0.   .   .          !
 1975.3!              +      *                !!          .   .   .0         !
 1975.4!                   +*                 !!          .   .0  .          !
 1976.1!                  + *                 !!          .   .0  .          !
 1976.2!                  +                   !!          .   0   .          !
 1976.3!                +     *               !!          .   .   0          !
 1976.4!                  *+                  !!          .   0   .          !
 1977.1!                 +  *                 !!          .   . 0 .          !
 1977.2!                  +   *               !!          .   . 0 .          !
 1977.3!                *   +                 !!          . 0 .   .          !
 1977.4!                 +       *            !!          .   .   .0         !
 1978.1!                      +               !!          .   0   .          !
 1978.2!                     +*               !!          .   .0  .          !
 1978.3!                  * +                 !!          .  0.   .          !
 1978.4!                  +        *          !!          .   .   . 0        !
 1979.1!                *      +              !!          0   .   .          !
 1979.2!              *  +                    !!          . 0 .   .          !
 1979.3!                +*                    !!          .   .0  .          !
 1979.4!                  +*                  !!          .   .0  .          !
 1980.1!                  *+                  !!          .   0   .          !
 1980.2!          *        +                  !!        0 .   .   .          !
 1980.3!              +     *                 !!          .   .   0          !
 1980.4!                    + *               !!          .   . 0 .          !
 1981.1!                   * +                !!          .  0.   .          !
 1981.2!                 * +                  !!          .  0.   .          !
 1981.3!                  +*                  !!          .   0   .          !
 1981.4!                  *+                  !!          .  0.   .          !
 1982.1!                *  +                  !!          . 0 .   .          !
 1982.2!                  +  *                !!          .   . 0 .          !
 1982.3!                    + *               !!          .   .0  .          !
 1982.4!                      +   *           !!          .   . 0 .          !
 1983.1!                *       +             !!         0.   .   .          !
 1983.2!                * +                   !!          . 0 .   .          !
 1983.3!                  +*                  !!          .   0   .          !
 1983.4!                    +         *       !!          .   .   .  0       !
 1984.1!                          +    *      !!          .   .  0.          !
 1984.2!                   *      +           !!         0.   .   .          !
 1984.3!               *    +                 !!          0   .   .          !
 1984.4!                 +    *               !!          .   .  0.          !
 1985.1!             *        +               !!        0 .   .   .          !
 1985.2!         *       +                    !!         0.   .   .          !
 1985.3!          *   +                       !!          .0  .   .          !
 1985.4!              +        *              !!          .   .   . 0        !
 1986.1!          *          +                !!       0  .   .   .          !
 1986.2!       *      +                       !!         0.   .   .          !
 1986.3!            +         *               !!          .   .   . 0        !
 1986.4!                  *  +                !!          . 0 .   .          !
 1987.1!                  +  *                !!          .   . 0 .          !
 1987.2!           *        +                 !!        0 .   .   .          !
 1987.3!            *  +                      !!          . 0 .   .          !
 1987.4!               +     *                !!          .   .   0          !
 1988.1!                    +  *              !!          .   . 0 .          !
 1988.2!                   * +                !!          .  0.   .          !
 1988.3!            *     +                   !!          0   .   .          !
 1988.4!              +   *                   !!          .   . 0 .          !
 1989.1!    *             +                   !!     0    .   .   .          !
 1989.2!       *  +                           !!          . 0 .   .          !
 1989.3!          * +                         !!          .  0.   .          !
 1989.4!           * +                        !!          .  0.   .          !
 1990.1!       *      +                       !!         0.   .   .          !
 1990.2!        *  +                          !!          . 0 .   .          !
 1990.3!       *   +                          !!          .0  .   .          !
 1990.4!         * +                          !!          .  0.   .          !
 1991.1*            +                         !!     0    .   .   .          !
 1991.2!       +    *                         !!          .   .   0          !
 1991.3!       *      +                       !!         0.   .   .          !
 1991.4!           +        *                 !!          .   .   .0         !
 1992.1!                  +                   !!          .   0   .          !
 1992.2!             *   +                    !!          .0  .   .          !
 1992.3!          *    +                      !!          .0  .   .          !
 1992.4!           *  +                       !!          . 0 .   .          !
 1993.1!              *+                      !!          .   0   .          !
 1993.2!                 +      *             !!          .   .   .0         !
 1993.3!              *       +               !!         0.   .   .          !
 1993.4!                 +   *                !!          .   . 0 .          !
 1994.1!                   *+                 !!          .  0.   .          !
 1994.2!              *    +                  !!          .0  .   .          !
 1994.3!          *      +                    !!         0.   .   .          !
 1994.4!          *   +                       !!          . 0 .   .          !
 1995.1!              +                       !!          .   .0  .          !
 1995.2!              * +                     !!          . 0 .   .          !
 1995.3!           *    +                     !!          .0  .   .          !
 1995.4!              +                       !!          .   0   .          !
 1996.1!                +  *                  !!          .   . 0 .          !
 1996.2!                 +*                   !!          .   0   .          !
 1996.3!               * +                    !!          .  0.   .          !
 1996.4!                + *                   !!          .   . 0 .          !
 1997.1!            *     +                   !!          0   .   .          !
 1997.2!           *   +                      !!          .0  .   .          !
 1997.3!        *     +                       !!          0   .   .          !
 1997.4!            +                         !!          .  0.   .          !
 1998.1!       *       +                      !!         0.   .   .          !
 1998.2!        *   +                         !!          .0  .   .          !
 1998.3!       *     +                        !!          0   .   .          !
 1998.4!        *   +                         !!          .0  .   .          !
 1999.1!   *         +                        !!        0 .   .   .          !
 1999.2!           +              *           !!          .   .   .     0    !
 1999.3!*                      +              !0          .   .   .          !
 1999.4!        +                             !!          .   0   .          !
 2000.1!           * +                        !!          .  0.   .          !
 2000.2!           *   +                      !!          . 0 .   .          !
 2000.3!          *    +                      !!          .0  .   .          !
 2000.4!         *    +                       !!          .0  .   .          !
 2001.1!              +           *           !!          .   .   .   0      !
 2001.2!                        +             !!          .   .0  .          !
 2001.3!                       +              !!          .   0   .          !
 2001.4!                      +*              !!          .   .0  .          !
 2002.1!                      +    *          !!          .   .  0.          !
 2002.2!                        +  *          !!          .   . 0 .          !
 2002.3!                        +*            !!          .   .0  .          !
 2002.4!                      +    *          !!          .   .  0.          !
 2003.1!                        +      *      !!          .   .   .0         !
 2003.2!                         +   *        !!          .   .  0.          !
 2003.3!                        +  *          !!          .   . 0 .          !
 2003.4!                       +     *        !!          .   .   0          !
 2004.1!                        +    *        !!          .   .  0.          !
 2004.2!                        +    *        !!          .   .  0.          !
 2004.3!                        +  *          !!          .   . 0 .          !
 2004.4!                       +     *        !!          .   .   0          !
 2005.1!                        +      *      !!          .   .   .0         !
 2005.2!                          +           !!          .   0   .          !
 2005.3!                   *   +              !!          . 0 .   .          !
 2005.4!                   +   *              !!          .   .  0.          !
 2006.1!                      +  *            !!          .   . 0 .          !
 2006.2!                 *    +               !!          .0  .   .          !
 2006.3!                  +  *                !!          .   . 0 .          !
 2006.4!                    +  *              !!          .   . 0 .          !
 2007.1!                  *  +                !!          . 0 .   .          !
 2007.2!                  +      *            !!          .   .   0          !
 2007.3!                     +   *            !!          .   . 0 .          !
 2007.4!                      +*              !!          .   .0  .          !
 2008.1!                     +*               !!          .   .0  .          !
 2008.2!                    + *               !!          .   .0  .          !
 2008.3!                  * +                 !!          . 0 .   .          !
 2008.4!                   +    *             !!          .   .   0          !
 2009.1!                      +   *           !!          .   . 0 .          !
 2009.2!                   *   +              !!          . 0 .   .          !
 2009.3!               *   +                  !!          .0  .   .          !
 2009.4!             *   +                    !!          .0  .   .          !
 2010.1!                +       *             !!          .   .   . 0        !
 2010.2!                      +    *          !!          .   .  0.          !
 2010.3!                *      +              !!         0.   .   .          !
 2010.4!                 +           *        !!          .   .   .   0      !
 2011.1!                   *     +            !!          0   .   .          !
 2011.2!                   +          *       !!          .   .   .   0      !
 2011.3!                         +            *!          .   .   .    0     !
 2011.4!                     *        +       !!        0 .   .   .          !
 2012.1!                    +         *       !!          .   .   . 0        !
 2012.2!                    *    +            !!          0   .   .          !
 2012.3!                    + *               !!          .   .0  .          !
 2012.4!                     +*               !!          .   .0  .          !


     29.26 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ  2869 LAAGRNI C LAGRNI(-1) PGRNI;SMPL 1970.3 2012.4;OLS;EST 2869 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRNI=IRPX$Q/NIPMM;                                                     
 GENR LAAIRNI=LOG(AAIRNI+.00001);                                             
 GENR LAIRNI=LOG(AIRNI+.00001);                                               
 LHS AAIRNI=EXP(LAAIRNI)-.00001;                                              
  EQ 2870 LAAIRNI C LAIRNI(-1) PIRNI;                                         
EQUATION 1547  LAAIRNI  
   RHS     C  LAIRNI(-1)  PIRNI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1547 PLOT=0;END;                                                     

Equation number = 1547
**********************

Dependent variable = LAAIRNI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.030755878

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.638655781       0.302707490  -2.10981     1.000000
15050 LAIRNI  ( -1)       0.788284299       0.041314836  19.07993    -5.043503
15048 PIRNI   (  0)      -0.370194696       0.274631965  -1.34797     1.124775

SE of equation            =     0.350886467
Sum of squared residuals  =  22.7774428       0.437569980E-10
Average absolute error    =     0.270421887
Sum of ABS residuals      =  50.8393148    
R squared                 =   0.70716
Durbin-Watson statistic   =   2.67988
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1+      *                               !!         .    .    .  0      !
 1966.2!         +*                           !!         .    .0   .         !
 1966.3!       *    +                         !!        0.    .    .         !
 1966.4!       *  +                           !!         . 0  .    .         !
 1967.1!          +                           !!         .    .0   .         !
 1967.2!             + *                      !!         .    .  0 .         !
 1967.3!          *     +                     !!       0 .    .    .         !
 1967.4!       *    +                         !!         0    .    .         !
 1968.1*           +                          !!  0      .    .    .         !
 1968.2!    +      *                          !!         .    .    .  0      !
 1968.3!     *       +                        !!     0   .    .    .         !
 1968.4!        +      *                      !!         .    .    .  0      !
 1969.1!    *            +                    !! 0       .    .    .         !
 1969.2!   *    +                             !!         0    .    .         !
 1969.3!       +   *                          !!         .    .   0.         !
 1969.4!          *  +                        !!         . 0  .    .         !
 1970.1!     *      +                         !!      0  .    .    .         !
 1970.2!        +     *                       !!         .    .    .0        !
 1970.3!        *       +                     !!      0  .    .    .         !
 1970.4!         * +                          !!         .  0 .    .         !
 1971.1!            +                         !!         .    0    .         !
 1971.2!           *  +                       !!         . 0  .    .         !
 1971.3!         *   +                        !!         .0   .    .         !
 1971.4!            +*                        !!         .    . 0  .         !
 1972.1!            *  +                      !!         . 0  .    .         !
 1972.2!        *    +                        !!        0.    .    .         !
 1972.3!          +    *                      !!         .    .    0         !
 1972.4!         *      +                     !!       0 .    .    .         !
 1973.1!        *  +                          !!         . 0  .    .         !
 1973.2!        *  +                          !!         . 0  .    .         !
 1973.3!        * +                           !!         .  0 .    .         !
 1973.4!          +        *                  !!         .    .    .   0     !
 1974.1!                  *+                  !!         .   0.    .         !
 1974.2!              *    +                  !!         .0   .    .         !
 1974.3!            *   +                     !!         0    .    .         !
 1974.4!              +*                      !!         .    .0   .         !
 1975.1!               *+                     !!         .  0 .    .         !
 1975.2!                +*                    !!         .    .0   .         !
 1975.3!                  + *                 !!         .    .  0 .         !
 1975.4!                *    +                !!         0    .    .         !
 1976.1!              *  +                    !!         . 0  .    .         !
 1976.2!                +                     !!         .    0    .         !
 1976.3!                *+                    !!         .   0.    .         !
 1976.4!                 +  *                 !!         .    .   0.         !
 1977.1!                   * +                !!         .  0 .    .         !
 1977.2!                   +  *               !!         .    .  0 .         !
 1977.3!                    * +               !!         .  0 .    .         !
 1977.4!                   *+                 !!         .   0.    .         !
 1978.1!                  * +                 !!         .  0 .    .         !
 1978.2!                  *+                  !!         .   0.    .         !
 1978.3!                  +                   !!         .    0    .         !
 1978.4!                 * +                  !!         .  0 .    .         !
 1979.1!              *   +                   !!         .0   .    .         !
 1979.2!               +       *              !!         .    .    .   0     !
 1979.3!                     * +              !!         .  0 .    .         !
 1979.4!                 *   +                !!         0    .    .         !
 1980.1!                  +*                  !!         .    .0   .         !
 1980.2!                  * +                 !!         .  0 .    .         !
 1980.3!                   +                  !!         .    0    .         !
 1980.4!                    + *               !!         .    . 0  .         !
 1981.1!                  *   +               !!         .0   .    .         !
 1981.2!                   +  *               !!         .    . 0  .         !
 1981.3!                   *  +               !!         .0   .    .         !
 1981.4!                    +                 !!         .    .0   .         !
 1982.1!                     +*               !!         .    . 0  .         !
 1982.2!                  *    +              !!         0    .    .         !
 1982.3!                   +    *             !!         .    .    0         !
 1982.4!                       +     *        !!         .    .    .0        !
 1983.1!                         *  +         !!         . 0  .    .         !
 1983.2!                      *  +            !!         . 0  .    .         !
 1983.3!                      +    *          !!         .    .    0         !
 1983.4!                           +      *   !!         .    .    .  0      !
 1984.1!                  *             +     !0         .    .    .         !
 1984.2!                   +         *        !!         .    .    .     0   !
 1984.3!                        *   +         !!         0    .    .         !
 1984.4!                        +       *     !!         .    .    .   0     !
 1985.1!                               +    * !!         .    .    .0        !
 1985.2!                           *     +    !!       0 .    .    .         !
 1985.3!                          +         * !!         .    .    .     0   !
 1985.4!                               * +    !!         . 0  .    .         !
 1986.1!                       *     +        !!        0.    .    .         !
 1986.2!                       +*             !!         .    .0   .         !
 1986.3!                       +  *           !!         .    .  0 .         !
 1986.4!                         +   *        !!         .    .   0.         !
 1987.1!                            + *       !!         .    .  0 .         !
 1987.2!                             +   *    !!         .    .   0.         !
 1987.3!                         *     +      !!       0 .    .    .         !
 1987.4!                        +        *    !!         .    .    .    0    !
 1988.1!                               +*     !!         .    .0   .         !
 1988.2!                              +*      !!         .    . 0  .         !
 1988.3!                             + *      !!         .    .0   .         !
 1988.4!                             +        *!         .    .    .    0    !
 1989.1!                           *      +   !!      0  .    .    .         !
 1989.2!                         + *          !!         .    . 0  .         !
 1989.3!                          +  *        !!         .    .  0 .         !
 1989.4!                           +*         !!         .    .0   .         !
 1990.1!                          +   *       !!         .    .   0.         !
 1990.2!                            +*        !!         .    .0   .         !
 1990.3!                           +          !!         .    0    .         !
 1990.4!                          +           !!         .    0    .         !
 1991.1!                         +            !!         .    0    .         !
 1991.2!                        + *           !!         .    .0   .         !
 1991.3!                         +*           !!         .    .0   .         !
 1991.4!                        *+            !!         .   0.    .         !
 1992.1!                       *+             !!         .   0.    .         !
 1992.2!                    * +               !!         .  0 .    .         !
 1992.3!                    + *               !!         .    .0   .         !
 1992.4!                      +               !!         .    .0   .         !
 1993.1!                      +               !!         .    0    .         !
 1993.2!                      +*              !!         .    .0   .         !
 1993.3!                        +             !!         .    0    .         !
 1993.4!                        + *           !!         .    . 0  .         !
 1994.1!                     *   +            !!         .0   .    .         !
 1994.2!                      +       *       !!         .    .    .   0     !
 1994.3!                         *  +         !!         .0   .    .         !
 1994.4!                         +*           !!         .    .0   .         !
 1995.1!                         +    *       !!         .    .    0         !
 1995.2!                            +  *      !!         .    .  0 .         !
 1995.3!                           *  +       !!         . 0  .    .         !
 1995.4!                          +       *   !!         .    .    .  0      !
 1996.1!                        *       +     !!      0  .    .    .         !
 1996.2!                        + *           !!         .    .  0 .         !
 1996.3!                         *+           !!         .   0.    .         !
 1996.4!                        +      *      !!         .    .    . 0       !
 1997.1!                             + *      !!         .    . 0  .         !
 1997.2!                            *+        !!         .  0 .    .         !
 1997.3!                           +*         !!         .    . 0  .         !
 1997.4!                           +  *       !!         .    .  0 .         !
 1998.1!                            *+        !!         .   0.    .         !
 1998.2!                           +  *       !!         .    .   0.         !
 1998.3!                             + *      !!         .    .  0 .         !
 1998.4!                             + *      !!         .    . 0  .         !
 1999.1!                             +*       !!         .    .0   .         !
 1999.2!                            + *       !!         .    . 0  .         !
 1999.3!                             + *      !!         .    . 0  .         !
 1999.4!                             + *      !!         .    . 0  .         !
 2000.1!                            *+        !!         .   0.    .         !
 2000.2!                           +  *       !!         .    . 0  .         !
 2000.3!                             + *      !!         .    . 0  .         !
 2000.4!                             *+       !!         .   0.    .         !
 2001.1!                            + *       !!         .    .  0 .         !
 2001.2!                           * +        !!         .  0 .    .         !
 2001.3!                          + *         !!         .    . 0  .         !
 2001.4!                          *+          !!         .   0.    .         !
 2002.1!                         +     *      !!         .    .    .0        !
 2002.2!                             +        !!         .    0    .         !
 2002.3!                           *+         !!         .   0.    .         !
 2002.4!                         *+           !!         .   0.    .         !
 2003.1!                         +  *         !!         .    .   0.         !
 2003.2!                         * +          !!         .  0 .    .         !
 2003.3!                         +  *         !!         .    .  0 .         !
 2003.4!                           + *        !!         .    . 0  .         !
 2004.1!                            + *       !!         .    . 0  .         !
 2004.2!                            +         !!         .    0    .         !
 2004.3!                        *  +          !!         .0   .    .         !
 2004.4!                        + *           !!         .    . 0  .         !
 2005.1!                      *  +            !!         .0   .    .         !
 2005.2!                      +  *            !!         .    .  0 .         !
 2005.3!                        *+            !!         .   0.    .         !
 2005.4!                        + *           !!         .    . 0  .         !
 2006.1!                          +*          !!         .    . 0  .         !
 2006.2!                           + *        !!         .    . 0  .         !
 2006.3!                         *  +         !!         . 0  .    .         !
 2006.4!                         +            !!         .    0    .         !
 2007.1!                         + *          !!         .    . 0  .         !
 2007.2!                           +          !!         .    0    .         !
 2007.3!                           +          !!         .    .0   .         !
 2007.4!                          *+          !!         .   0.    .         !
 2008.1!                        * +           !!         .  0 .    .         !
 2008.2!                         +*           !!         .    . 0  .         !
 2008.3!                      *   +           !!         .0   .    .         !
 2008.4!                       +*             !!         .    0    .         !
 2009.1!                        +   *         !!         .    .   0.         !
 2009.2!                          *+          !!         .   0.    .         !
 2009.3!                          +           !!         .    0    .         !
 2009.4!                        * +           !!         .  0 .    .         !
 2010.1!                     *  +             !!         .0   .    .         !
 2010.2!                 *    +               !!        0.    .    .         !
 2010.3!                   + *                !!         .    .  0 .         !
 2010.4!                  *    +              !!         0    .    .         !
 2011.1!                    +  *              !!         .    . 0  .         !
 2011.2!                    *   +             !!         .0   .    .         !
 2011.3!                     +  *             !!         .    .  0 .         !
 2011.4!                   *     +            !!        0.    .    .         !
 2012.1!                     +      *         !!         .    .    . 0       !
 2012.2!                      *     +         !!        0.    .    .         !
 2012.3!                        +  *          !!         .    .  0 .         !
 2012.4!                      *    +          !!        0.    .    .         !


     26.06 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ  2871 LAAPONI C LAPONI(-1) PPONI;SMPL 1980.2 2012.4;OLS;EST 2871 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPNI=SPPX$Q/NIPMM;                                                     
 GENR LAASPNI=LOG(AASPNI+.00001);                                             
 GENR LASPNI=LOG(ASPNI+.00001);                                               
 LHS AASPNI=EXP(LAASPNI)-.00001;                                              
  EQ 2872 LAASPNI C LASPNI(-1) PSPNI;                                         
EQUATION 1548  LAASPNI  
   RHS     C  LASPNI(-1)  PSPNI  
 SMPL 1971.1 2012.4;                                                          
Sample period is now  1971.1 to  2012.4 Internally:    77 to   244
 OLS;EST 1548 PLOT=0;END;                                                     

Equation number = 1548
**********************

Dependent variable = LAASPNI 

 1971.1 -   2012.4,    0 missing obs.,  168 obs. used.

Mean of dependent variable       -4.223016723

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.567060024       0.260708376  -2.17507     1.000000
15053 LASPNI  ( -1)       0.517228550       0.066864139   7.73551    -4.230393
15051 PSPNI   (  0)      -1.383248659       0.321264564  -4.30564     1.061181

SE of equation            =     0.366955494
Sum of squared residuals  =  22.2182952      -0.919264664E-12
Average absolute error    =     0.269940431
Sum of ABS residuals      =  45.3499924    
R squared                 =   0.57440
Durbin-Watson statistic   =   2.36323
SMPL and No. Obs.         = 1971.1   2012.4    168

Plot of actual(*) and fitted(+) values and residuals(0)


 1971.1! *    +                               !!          0   .   .          !
 1971.2!        + *                           !!          .   . 0 .          !
 1971.3*            +                         !!  0       .   .   .          !
 1971.4!      +          *                    !!          .   .   .     0    !
 1972.1!        *      +                      !!        0 .   .   .          !
 1972.2!         * +                          !!          . 0 .   .          !
 1972.3!         *+                           !!          .  0.   .          !
 1972.4!           +*                         !!          .   .0  .          !
 1973.1!          * +                         !!          .  0.   .          !
 1973.2!     *     +                          !!        0 .   .   .          !
 1973.3!    *  +                              !!          .0  .   .          !
 1973.4!      +    *                          !!          .   .   0          !
 1974.1!    *     +                           !!         0.   .   .          !
 1974.2!      * +                             !!          .  0.   .          !
 1974.3!       *  +                           !!          . 0 .   .          !
 1974.4!        +    *                        !!          .   .   0          !
 1975.1!             +  *                     !!          .   .  0.          !
 1975.2!               +*                     !!          .   .0  .          !
 1975.3!               +         *            !!          .   .   .    0     !
 1975.4!                    + *               !!          .   . 0 .          !
 1976.1!                   *+                 !!          .  0.   .          !
 1976.2!               *  +                   !!          .0  .   .          !
 1976.3!             *  +                     !!          . 0 .   .          !
 1976.4!               +    *                 !!          .   .   0          !
 1977.1!                   +    *             !!          .   .   0          !
 1977.2!                  *  +                !!          .0  .   .          !
 1977.3!                   +*                 !!          .   0   .          !
 1977.4!                    +                 !!          .   0   .          !
 1978.1!                     +  *             !!          .   . 0 .          !
 1978.2!                       +*             !!          .   .0  .          !
 1978.3!                      +               !!          .   0   .          !
 1978.4!                     +*               !!          .   .0  .          !
 1979.1!                    +  *              !!          .   .  0.          !
 1979.2!                     + *              !!          .   . 0 .          !
 1979.3!                      + *             !!          .   . 0 .          !
 1979.4!                      +   *           !!          .   .  0.          !
 1980.1!                      *+              !!          .  0.   .          !
 1980.2!                      + *             !!          .   . 0 .          !
 1980.3!                       +              !!          .  0.   .          !
 1980.4!                      +    *          !!          .   .   .0         !
 1981.1!                         *+           !!          . 0 .   .          !
 1981.2!                       *+             !!          . 0 .   .          !
 1981.3!                     * +              !!          . 0 .   .          !
 1981.4!                      *+              !!          .  0.   .          !
 1982.1!                       +   *          !!          .   .  0.          !
 1982.2!                      *   +           !!          0   .   .          !
 1982.3!                       + *            !!          .   . 0 .          !
 1982.4!                         +   *        !!          .   .  0.          !
 1983.1!                            *+        !!          .  0.   .          !
 1983.2!                            +         *!          .   .   .    0     !
 1983.3!                                 +    !!          .   .0  .          !
 1983.4!                              +   *   !!          .   .  0.          !
 1984.1!                              *+      !!          .   0   .          !
 1984.2!                            +  *      !!          .   . 0 .          !
 1984.3!                    *        +        !!      0   .   .   .          !
 1984.4!                *      +              !!        0 .   .   .          !
 1985.1!                     + *              !!          .   . 0 .          !
 1985.2!                *       +             !!       0  .   .   .          !
 1985.3!                    +                 !!          .   0   .          !
 1985.4!                       +      *       !!          .   .   .  0       !
 1986.1!                    *      +          !!        0 .   .   .          !
 1986.2!                      +       *       !!          .   .   .   0      !
 1986.3!                           +  *       !!          .   .  0.          !
 1986.4!                           +    *     !!          .   .   0          !
 1987.1!                            +     *   !!          .   .   .0         !
 1987.2!                             +*       !!          .   0   .          !
 1987.3!              *           +           !!   0      .   .   .          !
 1987.4!                  +               *   !!          .   .   .         0!
 1988.1!                            +   *     !!          .   .   0          !
 1988.2!                         *+           !!          .  0.   .          !
 1988.3!                       + *            !!          .   . 0 .          !
 1988.4!                      +     *         !!          .   .   . 0        !
 1989.1!                        +             !!          .   .0  .          !
 1989.2!                     +      *         !!          .   .   . 0        !
 1989.3!               *       +              !!       0  .   .   .          !
 1989.4!                 +      *             !!          .   .   . 0        !
 1990.1!                     +    *           !!          .   .   .0         !
 1990.2!                    *+                !!          .  0.   .          !
 1990.3!                *+                    !!          .  0.   .          !
 1990.4!                +     *               !!          .   .   .0         !
 1991.1!                *  +                  !!          .0  .   .          !
 1991.2!                 +  *                 !!          .   . 0 .          !
 1991.3!        *          +                  !!    0     .   .   .          !
 1991.4!             +     *                  !!          .   .   .0         !
 1992.1!                  +*                  !!          .   .0  .          !
 1992.2!                 *+                   !!          .  0.   .          !
 1992.3!                 +  *                 !!          .   .  0.          !
 1992.4!                    + *               !!          .   . 0 .          !
 1993.1!                   * +                !!          . 0 .   .          !
 1993.2!                     + *              !!          .   . 0 .          !
 1993.3!                     *  +             !!          .0  .   .          !
 1993.4!                       + *            !!          .   . 0 .          !
 1994.1!                     *   +            !!          .0  .   .          !
 1994.2!                      +  *            !!          .   .  0.          !
 1994.3!                        +*            !!          .   .0  .          !
 1994.4!                        + *           !!          .   . 0 .          !
 1995.1!                        +*            !!          .   .0  .          !
 1995.2!                      * +             !!          . 0 .   .          !
 1995.3!                *      +              !!        0 .   .   .          !
 1995.4!                   +      *           !!          .   .   . 0        !
 1996.1!                  *     +             !!         0.   .   .          !
 1996.2!                   +                * !!          .   .   .          0
 1996.3!                             +*       !!          .   . 0 .          !
 1996.4!                       *  +           !!          .0  .   .          !
 1997.1!                      *+              !!          .  0.   .          !
 1997.2!                   *   +              !!          0   .   .          !
 1997.3!                      +*              !!          .   0   .          !
 1997.4!                       *+             !!          .  0.   .          !
 1998.1!                    *   +             !!          .0  .   .          !
 1998.2!                      +*              !!          .   .0  .          !
 1998.3!                       +   *          !!          .   .  0.          !
 1998.4!                         + *          !!          .   .0  .          !
 1999.1!                        * +           !!          .  0.   .          !
 1999.2!                        +      *      !!          .   .   . 0        !
 1999.3!                            + *       !!          .   . 0 .          !
 1999.4!                          *+          !!          .  0.   .          !
 2000.1!                        * +           !!          . 0 .   .          !
 2000.2!                         +       *    !!          .   .   .  0       !
 2000.3!                             +        !!          .  0.   .          !
 2000.4!                         * +          !!          . 0 .   .          !
 2001.1!                         +            !!          .  0.   .          !
 2001.2!                        *+            !!          .  0.   .          !
 2001.3!                      *  +            !!          . 0 .   .          !
 2001.4!                        +             !!          .   .0  .          !
 2002.1!                        *+            !!          .  0.   .          !
 2002.2!                       *+             !!          .  0.   .          !
 2002.3!                        +             !!          .   0   .          !
 2002.4!                        +             !!          .   0   .          !
 2003.1!                      *+              !!          .  0.   .          !
 2003.2!                     +*               !!          .   0   .          !
 2003.3!                     *+               !!          .   0   .          !
 2003.4!                     +                !!          .   0   .          !
 2004.1!                     +     *          !!          .   .   .0         !
 2004.2!                        +             !!          .   0   .          !
 2004.3!                   *   +              !!          .0  .   .          !
 2004.4!                    +         *       !!          .   .   .    0     !
 2005.1!                       * +            !!          . 0 .   .          !
 2005.2!                      +  *            !!          .   . 0 .          !
 2005.3!                  *    +              !!          0   .   .          !
 2005.4!                  * +                 !!          . 0 .   .          !
 2006.1!                    +                 !!          .   0   .          !
 2006.2!                  * +                 !!          . 0 .   .          !
 2006.3!                 * +                  !!          . 0 .   .          !
 2006.4!                 * +                  !!          .  0.   .          !
 2007.1!               *   +                  !!          .0  .   .          !
 2007.2!              *  +                    !!          .0  .   .          !
 2007.3!             *   +                    !!          .0  .   .          !
 2007.4!              * +                     !!          . 0 .   .          !
 2008.1!            *   +                     !!          0   .   .          !
 2008.2!              *+                      !!          .  0.   .          !
 2008.3!           *    +                     !!         0.   .   .          !
 2008.4!                +                     !!          .   .0  .          !
 2009.1!              *   +                   !!          .0  .   .          !
 2009.2!                 +                    !!          .   0   .          !
 2009.3!              *   +                   !!          .0  .   .          !
 2009.4!              *  +                    !!          . 0 .   .          !
 2010.1!             *   +                    !!          0   .   .          !
 2010.2!                *+                    !!          .  0.   .          !
 2010.3!               *   +                  !!          0   .   .          !
 2010.4!                  +                   !!          .   0   .          !
 2011.1!            *       +                 !!       0  .   .   .          !
 2011.2!           *    +                     !!         0.   .   .          !
 2011.3!               +*                     !!          .   .0  .          !
 2011.4!                *  +                  !!          . 0 .   .          !
 2012.1!               *   +                  !!          .0  .   .          !
 2012.2!                 * +                  !!          .  0.   .          !
 2012.3!                   *+                 !!          .  0.   .          !
 2012.4!                 *   +                !!          0   .   .          !


     26.19 percent of the residuals exceed 1 SE
      5.36 percent of the residuals exceed 2 SE
@EQ  2873 LAANZNI C LANZNI(-1) PNZNI;SMPL 1988.4 2012.4;OLS;EST 2873 PLOT=0;EN
@@EQ 2874 LAASANI C LASANI(-1) PSANI;SMPL 1982.1 2012.4;OLS;EST 2874 PLOT=0;EN
@@EQ 2875 LAAVENI C LAVENI(-1) PVENI;SMPL 2000.3 2012.4;OLS;EST 2875 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCONI=COPX$Q/NIPMM;                                                     
 GENR LAACONI=LOG(AACONI+.00001);                                             
 GENR LACONI=LOG(ACONI+.00001);                                               
 LHS AACONI=EXP(LAACONI)-.00001;                                              
  EQ 2876 LAACONI C LACONI(-1) PCONI;                                         
EQUATION 1549  LAACONI  
   RHS     C  LACONI(-1)  PCONI  
 SMPL 1988.4 2012.4;                                                          
Sample period is now  1988.4 to  2012.4 Internally:   148 to   244
 OLS;EST 1549 PLOT=0;END;                                                     

Equation number = 1549
**********************

Dependent variable = LAACONI 

 1988.4 -   2012.4,    0 missing obs.,   97 obs. used.

Mean of dependent variable       -8.790586803

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.389746571       0.616642023  -2.25373     1.000000
15056 LACONI  ( -1)       0.814348270       0.057944612  14.05391    -8.827372
15054 PCONI   (  0)      -0.194063077       0.408937926  -0.47455     1.093897

SE of equation            =     0.597503619
Sum of squared residuals  =  33.5589940      -0.121174182E-10
Average absolute error    =     0.329799921
Sum of ABS residuals      =  31.9905924    
R squared                 =   0.68813
Durbin-Watson statistic   =   1.87351
SMPL and No. Obs.         = 1988.4   2012.4     97

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.4*  +                                   !!           .0 .  .           !
 1989.1!  +                                   !!           .  0  .           !
 1989.2!  * +                                 !!           .0 .  .           !
 1989.3!   * +                                !!           . 0.  .           !
 1989.4!   *  +                               !!           . 0.  .           !
 1990.1!    * +                               !!           . 0.  .           !
 1990.2!    * +                               !!           .0 .  .           !
 1990.3!     * +                              !!           . 0.  .           !
 1990.4!      *+                              !!           . 0.  .           !
 1991.1!        +  *                          !!           .  . 0.           !
 1991.2!            *+                        !!           .  0  .           !
 1991.3!           * +                        !!           . 0.  .           !
 1991.4!             +                        !!           .  0  .           !
 1992.1!              +                       *!           .  .  .           0
 1992.2!                                   +  *!           .  . 0.           !
 1992.3!                                   +  *!           .  . 0.           !
 1992.4!                                   + *!!           .  . 0.           !
 1993.1!                *                 +   !!  0        .  .  .           !
 1993.2!                +*                    !!           .  0  .           !
 1993.3!                *+                    !!           . 0.  .           !
 1993.4!                 +                    !!           .  0  .           !
 1994.1!               * +                    !!           . 0.  .           !
 1994.2!              * +                     !!           . 0.  .           !
 1994.3!              *+                      !!           . 0.  .           !
 1994.4!              +                       !!           .  0  .           !
 1995.1!              +      *                !!           .  .  .0          !
 1995.2!                    +*                !!           .  .0 .           !
 1995.3!                    +*                !!           .  0  .           !
 1995.4!                    + *               !!           .  .0 .           !
 1996.1!                  *   +               !!           0  .  .           !
 1996.2!                  +                   !!           .  0  .           !
 1996.3!                * +                   !!           . 0.  .           !
 1996.4!                 +*                   !!           .  .0 .           !
 1997.1!            *     +                   !!           0  .  .           !
 1997.2!            *+                        !!           . 0.  .           !
 1997.3!           * +                        !!           . 0.  .           !
 1997.4!            +*                        !!           .  0  .           !
 1998.1!          *   +                       !!           .0 .  .           !
 1998.2!           +                          !!           .  0  .           !
 1998.3!           *+                         !!           . 0.  .           !
 1998.4!           *+                         !!           . 0.  .           !
 1999.1!      *     +                         !!          0.  .  .           !
 1999.2!       *+                             !!           . 0.  .           !
 1999.3!        *+                            !!           . 0.  .           !
 1999.4!        *+                            !!           . 0.  .           !
 2000.1!          +     *                     !!           .  .  .0          !
 2000.2!                +                     !!           .  0  .           !
 2000.3!                +*                    !!           .  0  .           !
 2000.4!                *+                    !!           . 0.  .           !
 2001.1!                +                     !!           .  0  .           !
 2001.2!               *+                     !!           .  0  .           !
 2001.3!                +                     !!           .  0  .           !
 2001.4!               *+                     !!           . 0.  .           !
 2002.1!                +     *               !!           .  .  .0          !
 2002.2!                     +*               !!           .  .0 .           !
 2002.3!                      +               !!           .  0  .           !
 2002.4!                     +*               !!           .  .0 .           !
 2003.1!                      +       *       !!           .  .  . 0         !
 2003.2!                            +*        !!           .  .0 .           !
 2003.3!                           + *        !!           .  .0 .           !
 2003.4!                           + *        !!           .  .0 .           !
 2004.1!               *           +          !!      0    .  .  .           !
 2004.2!                +                     !!           .  0  .           !
 2004.3!                +                     !!           .  0  .           !
 2004.4!                *+                    !!           .  0  .           !
 2005.1!               * +                    !!           . 0.  .           !
 2005.2!               *+                     !!           .  0  .           !
 2005.3!              * +                     !!           . 0.  .           !
 2005.4!               +                      !!           .  0  .           !
 2006.1!               +  *                   !!           .  . 0.           !
 2006.2!                  +                   !!           .  0  .           !
 2006.3!                  +                   !!           .  0  .           !
 2006.4!                  +                   !!           .  0  .           !
 2007.1!        *         +                   !!       0   .  .  .           !
 2007.2!         *+                           !!           . 0.  .           !
 2007.3!        * +                           !!           . 0.  .           !
 2007.4!         *+                           !!           . 0.  .           !
 2008.1!       *  +                           !!           .0 .  .           !
 2008.2!        *+                            !!           . 0.  .           !
 2008.3!     *   +                            !!           .0 .  .           !
 2008.4!      * +                             !!           . 0.  .           !
 2009.1!        +             *               !!           .  .  .     0     !
 2009.2!                     +                !!           .  0  .           !
 2009.3!                    +                 !!           .  0  .           !
 2009.4!                   + *                !!           .  .0 .           !
 2010.1!           *        +                 !!         0 .  .  .           !
 2010.2!            +                         !!           .  0  .           !
 2010.3!           * +                        !!           . 0.  .           !
 2010.4!            +                         !!           .  0  .           !
 2011.1!             +                  *     !!           .  .  .        0  !
 2011.2!                             + *      !!           .  . 0.           !
 2011.3!                            +   *     !!           .  . 0.           !
 2011.4!                             +    *   !!           .  .  0           !
 2012.1!                             *+       !!           . 0.  .           !
 2012.2!                           +*         !!           .  .0 .           !
 2012.3!                          + *         !!           .  . 0.           !
 2012.4!                          + *         !!           .  .0 .           !


     13.40 percent of the residuals exceed 1 SE
      6.19 percent of the residuals exceed 2 SE
@EQ  2877 LAAJONI C LAJONI(-1) PJONI;SMPL 1990.3 2012.4;OLS;EST 2877 PLOT=0;EN
@@EQ 2878 LAASYNI C LASYNI(-1) PSYNI;SMPL 2000.3 2012.4;OLS;EST 2878 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDNI=IDPX$Q/NIPMM;                                                     
 GENR LAAIDNI=LOG(AAIDNI+.00001);                                             
 GENR LAIDNI=LOG(AIDNI+.00001);                                               
 LHS AAIDNI=EXP(LAAIDNI)-.00001;                                              
  EQ 2879 LAAIDNI C LAIDNI(-1) PIDNI;                                         
EQUATION 1550  LAAIDNI  
   RHS     C  LAIDNI(-1)  PIDNI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1550 PLOT=0;END;                                                     

Equation number = 1550
**********************

Dependent variable = LAAIDNI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.321871720

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.096060502       0.116695594   0.82317     1.000000
15059 LAIDNI  ( -1)       0.952992504       0.019716727  48.33422    -4.331144
15057 PIDNI   (  0)      -0.246781598       0.103774641  -2.37805     1.176685

SE of equation            =     0.253176158
Sum of squared residuals  =  11.8581609      -0.315525384E-11
Average absolute error    =     0.183021539
Sum of ABS residuals      =  34.4080493    
R squared                 =   0.94169
Durbin-Watson statistic   =   2.35096
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                +*                    !!          .   .0  .          !
 1966.2!                +*                    !!          .   .0  .          !
 1966.3!                +                     !!          .   0   .          !
 1966.4!               +*                     !!          .   0   .          !
 1967.1!               + *                    !!          .   . 0 .          !
 1967.2!                +                     !!          .  0.   .          !
 1967.3!               + *                    !!          .   .  0.          !
 1967.4!                 + *                  !!          .   .  0.          !
 1968.1!                  +                   !!          .  0.   .          !
 1968.2!               * +                    !!          . 0 .   .          !
 1968.3!            *  +                      !!          .0  .   .          !
 1968.4!          * +                         !!          .0  .   .          !
 1969.1!      *   +                           !!         0.   .   .          !
 1969.2!     *+                               !!          .  0.   .          !
 1969.3!     +   *                            !!          .   .   .0         !
 1969.4!        +   *                         !!          .   .   .0         !
 1970.1!            +   *                     !!          .   .   .0         !
 1970.2!               +  *                   !!          .   .  0.          !
 1970.3!                 +                    !!          .   .0  .          !
 1970.4!                 +*                   !!          .   .0  .          !
 1971.1!                  +                   !!          .   .0  .          !
 1971.2!                  +                   !!          .   0   .          !
 1971.3!                 *+                   !!          .  0.   .          !
 1971.4!                 +*                   !!          .   . 0 .          !
 1972.1!                 *+                   !!          .  0.   .          !
 1972.2!                 +                    !!          .   0   .          !
 1972.3!                 +*                   !!          .   . 0 .          !
 1972.4!                * +                   !!          .0  .   .          !
 1973.1!            *   +                     !!        0 .   .   .          !
 1973.2!           *+                         !!          .  0.   .          !
 1973.3!           +    *                     !!          .   .   .  0       !
 1973.4!                +                     !!          .   .0  .          !
 1974.1!                 +*                   !!          .   . 0 .          !
 1974.2!             *    +                   !!        0 .   .   .          !
 1974.3!           * +                        !!          0   .   .          !
 1974.4!           +        *                 !!          .   .   .        0 !
 1975.1!               *    +                 !!      0   .   .   .          !
 1975.2!               +                      !!          .   0   .          !
 1975.3!               +*                     !!          .   .0  .          !
 1975.4!                +*                    !!          .   0   .          !
 1976.1!            *    +                    !!       0  .   .   .          !
 1976.2!       *    +                         !!      0   .   .   .          !
 1976.3!       + *                            !!          .   . 0 .          !
 1976.4!        *+                            !!          .  0.   .          !
 1977.1!      * +                             !!          0   .   .          !
 1977.2!      +*                              !!          .   .0  .          !
 1977.3!   *   +                              !!        0 .   .   .          !
 1977.4*   +                                  !!        0 .   .   .          !
 1978.1!+      *                              !!          .   .   .     0    !
 1978.2!        + *                           !!          .   .  0.          !
 1978.3!         *+                           !!          .0  .   .          !
 1978.4!         +                            !!          .  0.   .          !
 1979.1!   *      +                           !!     0    .   .   .          !
 1979.2!    +   *                             !!          .   .   .0         !
 1979.3!    *   +                             !!        0 .   .   .          !
 1979.4!      +    *                          !!          .   .   .   0      !
 1980.1!          * +                         !!          .0  .   .          !
 1980.2!           + *                        !!          .   .  0.          !
 1980.3!           * +                        !!          .0  .   .          !
 1980.4!           *+                         !!          .  0.   .          !
 1981.1!         *   +                        !!         0.   .   .          !
 1981.2!          +                           !!          .   .0  .          !
 1981.3!          *+                          !!          .  0.   .          !
 1981.4!           +*                         !!          .   .0  .          !
 1982.1!            *+                        !!          . 0 .   .          !
 1982.2!            +*                        !!          .   0   .          !
 1982.3!             +*                       !!          .   .0  .          !
 1982.4!             * +                      !!          .0  .   .          !
 1983.1!            *+                        !!          . 0 .   .          !
 1983.2!             +                        !!          .   0   .          !
 1983.3!           * +                        !!          .0  .   .          !
 1983.4!          *+                          !!          . 0 .   .          !
 1984.1!           +  *                       !!          .   .   0          !
 1984.2!            * +                       !!          .0  .   .          !
 1984.3!          * +                         !!          .0  .   .          !
 1984.4!         * +                          !!          . 0 .   .          !
 1985.1!*         +                           !!0         .   .   .          !
 1985.2! +                                    !!          .  0.   .          !
 1985.3!*+                                    !!          .0  .   .          !
 1985.4!*+                                    !!          .   0   .          !
 1986.1! +          *                         !!          .   .   .          0
 1986.2!           * +                        !!          . 0 .   .          !
 1986.3!            +                         !!          .   .0  .          !
 1986.4!             +*                       !!          .   . 0 .          !
 1987.1!               + *                    !!          .   . 0 .          !
 1987.2!                 +                    !!          .  0.   .          !
 1987.3!                 +                    !!          .   0   .          !
 1987.4!                  +                   !!          .   .0  .          !
 1988.1!                   +                  !!          .   0   .          !
 1988.2!                  *+                  !!          . 0 .   .          !
 1988.3!                 *+                   !!          .  0.   .          !
 1988.4!                  + *                 !!          .   .  0.          !
 1989.1!                  * +                 !!          . 0 .   .          !
 1989.2!               *  +                   !!         0.   .   .          !
 1989.3!               +  *                   !!          .   .  0.          !
 1989.4!                  +*                  !!          .   . 0 .          !
 1990.1!                    +                 !!          .   0   .          !
 1990.2!                  * +                 !!          . 0 .   .          !
 1990.3!                   +                  !!          .   .0  .          !
 1990.4!                    + *               !!          .   .  0.          !
 1991.1!                      +               !!          .   .0  .          !
 1991.2!                      +               !!          .  0.   .          !
 1991.3!                      +*              !!          .   .0  .          !
 1991.4!                       +  *           !!          .   .  0.          !
 1992.1!                      *   +           !!         0.   .   .          !
 1992.2!                       + *            !!          .   .  0.          !
 1992.3!                         +            !!          .   0   .          !
 1992.4!                         + *          !!          .   . 0 .          !
 1993.1!                         * +          !!          .0  .   .          !
 1993.2!                         *+           !!          .  0.   .          !
 1993.3!                        * +           !!          .0  .   .          !
 1993.4!                        +  *          !!          .   .   0          !
 1994.1!                           +*         !!          .   .0  .          !
 1994.2!                          * +         !!          .0  .   .          !
 1994.3!                          +  *        !!          .   .   0          !
 1994.4!                             + *      !!          .   .   0          !
 1995.1!                             * +      !!          0   .   .          !
 1995.2!                             +  *     !!          .   .   0          !
 1995.3!                               *+     !!          . 0 .   .          !
 1995.4!                               + *    !!          .   .  0.          !
 1996.1!                               *  +   !!          0   .   .          !
 1996.2!                              *+      !!          .  0.   .          !
 1996.3!                            *  +      !!          .0  .   .          !
 1996.4!                             +        !!          .   .0  .          !
 1997.1!                             *+       !!          .   0   .          !
 1997.2!                             +  *     !!          .   .   0          !
 1997.3!                            *   +     !!        0 .   .   .          !
 1997.4!                            +   *     !!          .   .   .0         !
 1998.1!                              * +     !!          . 0 .   .          !
 1998.2!                              +  *    !!          .   .   0          !
 1998.3!                                 + *  !!          .   . 0 .          !
 1998.4!                                 * +  !!          .0  .   .          !
 1999.1!                                 +*   !!          .   . 0 .          !
 1999.2!                                 *+   !!          . 0 .   .          !
 1999.3!                                 + *  !!          .   . 0 .          !
 1999.4!                                   +* !!          .   .0  .          !
 2000.1!                                   *+ !!          .   0   .          !
 2000.2!                                   +  !!          .  0.   .          !
 2000.3!                                   +* !!          .   . 0 .          !
 2000.4!                                   *+ !!          . 0 .   .          !
 2001.1!                                   +  *!          .   .  0.          !
 2001.2!                                   * +!!          .0  .   .          !
 2001.3!                                   +* !!          .   .0  .          !
 2001.4!                                   *+ !!          .   0   .          !
 2002.1!                                   +  !!          .  0.   .          !
 2002.2!                                   +  !!          .   0   .          !
 2002.3!                                   +  !!          .  0.   .          !
 2002.4!                                   +* !!          .   . 0 .          !
 2003.1!                                   *+ !!          .  0.   .          !
 2003.2!                                 * +  !!          .0  .   .          !
 2003.3!                                 +    !!          .  0.   .          !
 2003.4!                                 + *  !!          .   .   0          !
 2004.1!                                  *+  !!          .  0.   .          !
 2004.2!                                 *+   !!          .  0.   .          !
 2004.3!                                 +    !!          .   0   .          !
 2004.4!                                 +*   !!          .   .0  .          !
 2005.1!                                  +  *!!          .   .  0.          !
 2005.2!                                  * + !!          .0  .   .          !
 2005.3!                                 *+   !!          .  0.   .          !
 2005.4!                                 +*   !!          .   . 0 .          !
 2006.1!                                  +   !!          .  0.   .          !
 2006.2!                                 +    !!          .   0   .          !
 2006.3!                                *+    !!          .  0.   .          !
 2006.4!                                +*    !!          .   .0  .          !
 2007.1!                                *+    !!          .  0.   .          !
 2007.2!                               +      !!          .   0   .          !
 2007.3!                               +      !!          .  0.   .          !
 2007.4!                              +*      !!          .   .0  .          !
 2008.1!                             * +      !!          . 0 .   .          !
 2008.2!                             +*       !!          .   . 0 .          !
 2008.3!                              +       !!          .  0.   .          !
 2008.4!                              +    *  !!          .   .   .   0      !
 2009.1!                                  *+  !!          . 0 .   .          !
 2009.2!                                 +    !!          .   0   .          !
 2009.3!                                 +    !!          .   0   .          !
 2009.4!                                 +    !!          .   .0  .          !
 2010.1!                                *+    !!          .  0.   .          !
 2010.2!                                +   * !!          .   .   .0         !
 2010.3!                                *  +  !!          0   .   .          !
 2010.4!                               +     *!!          .   .   .   0      !
 2011.1!                                   *+ !!          .   0   .          !
 2011.2!                              *   +   !!         0.   .   .          !
 2011.3!                             +    *   !!          .   .   . 0        !
 2011.4!                                 +   *!!          .   .   . 0        !
 2012.1!                                   + *!!          .   . 0 .          !
 2012.2!                                   +* !!          .   .0  .          !
 2012.3!                                    + *!          .   .  0.          !
 2012.4!                                   * +!!          . 0 .   .          !


     21.28 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMANI=MAPX$Q/NIPMM;                                                     
 GENR LAAMANI=LOG(AAMANI+.00001);                                             
 GENR LAMANI=LOG(AMANI+.00001);                                               
 LHS AAMANI=EXP(LAAMANI)-.00001;                                              
  EQ 2880 LAAMANI C LAMANI(-1) PMANI;                                         
EQUATION 1551  LAAMANI  
   RHS     C  LAMANI(-1)  PMANI  
 SMPL 1980.2 2012.4;                                                          
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
 OLS;EST 1551 PLOT=0;END;                                                     

Equation number = 1551
**********************

Dependent variable = LAAMANI 

 1980.2 -   2012.4,    0 missing obs.,  131 obs. used.

Mean of dependent variable       -5.615080168

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.901186830       0.397164889  -4.78690     1.000000
15062 LAMANI  ( -1)       0.445157079       0.077578547   5.73815    -5.632105
15060 PMANI   (  0)      -1.118755868       0.294141925  -3.80346     1.078628

SE of equation            =     0.710224076
Sum of squared residuals  =  64.5655345      -0.330402372E-11
Average absolute error    =     0.501754165
Sum of ABS residuals      =  65.7297956    
R squared                 =   0.41732
Durbin-Watson statistic   =   2.22408
SMPL and No. Obs.         = 1980.2   2012.4    131

Plot of actual(*) and fitted(+) values and residuals(0)


 1980.2!            *  +                      !!         .0   .    .         !
 1980.3!              *+                      !!         .   0.    .         !
 1980.4!                +                     !!         .    0    .         !
 1981.1!                 +                    !!         .    0    .         !
 1981.2!                 + *                  !!         .    . 0  .         !
 1981.3!                 *+                   !!         .    0    .         !
 1981.4!                 +                    !!         .    0    .         !
 1982.1!                 + *                  !!         .    . 0  .         !
 1982.2!                  +*                  !!         .    .0   .         !
 1982.3!                  +      *            !!         .    .    . 0       !
 1982.4!                     + *              !!         .    .  0 .         !
 1983.1!                     +  *             !!         .    .  0 .         !
 1983.2!                     +                !!         .   0.    .         !
 1983.3!                   + *                !!         .    . 0  .         !
 1983.4!                 +    *               !!         .    .   0.         !
 1984.1!    *            +                    !! 0       .    .    .         !
 1984.2!       +     *                        !!         .    .    .0        !
 1984.3!             +   *                    !!         .    .   0.         !
 1984.4!   *           +                      !!  0      .    .    .         !
 1985.1!         + *                          !!         .    .0   .         !
 1985.2*            +                         !! 0       .    .    .         !
 1985.3!         +          *                 !!         .    .    .     0   !
 1985.4!     *             +                  !!0        .    .    .         !
 1986.1!               +      *               !!         .    .    .  0      !
 1986.2!                        +     *       !!         .    .    .0        !
 1986.3!               *            +         !! 0       .    .    .         !
 1986.4!          *          +                !!   0     .    .    .         !
 1987.1!                * +                   !!         .  0 .    .         !
 1987.2!       *             +                !!0        .    .    .         !
 1987.3!       *        +                     !!     0   .    .    .         !
 1987.4!                 +  *                 !!         .    .  0 .         !
 1988.1!                   *   +              !!         .0   .    .         !
 1988.2!                     *+               !!         .   0.    .         !
 1988.3!                    * +               !!         .  0 .    .         !
 1988.4!                   *   +              !!         .0   .    .         !
 1989.1!                      +    *          !!         .    .    0         !
 1989.2!                      *  +            !!         . 0  .    .         !
 1989.3!                     * +              !!         .  0 .    .         !
 1989.4!                        +*            !!         .    .0   .         !
 1990.1!                   *      +           !!       0 .    .    .         !
 1990.2!                 *     +              !!        0.    .    .         !
 1990.3!                 *    +               !!         0    .    .         !
 1990.4!                     *+               !!         .   0.    .         !
 1991.1!                       +              !!         .    0    .         !
 1991.2!                         +    *       !!         .    .    0         !
 1991.3!                            + *       !!         .    . 0  .         !
 1991.4!                            + *       !!         .    . 0  .         !
 1992.1!                            +         !!         .    0    .         !
 1992.2!                      *    +          !!         0    .    .         !
 1992.3!                      * +             !!         .  0 .    .         !
 1992.4!                        +      *      !!         .    .    . 0       !
 1993.1!                            + *       !!         .    . 0  .         !
 1993.2!                           +     *    !!         .    .    0         !
 1993.3!                            *+        !!         .    0    .         !
 1993.4!                           +  *       !!         .    .  0 .         !
 1994.1!                            +   *     !!         .    .   0.         !
 1994.2!                         *  +         !!         . 0  .    .         !
 1994.3!                         +            !!         .    0    .         !
 1994.4!                      * +             !!         .   0.    .         !
 1995.1!                      +               !!         .    0    .         !
 1995.2!                       +*             !!         .    .0   .         !
 1995.3!                        + *           !!         .    . 0  .         !
 1995.4!                         +*           !!         .    .0   .         !
 1996.1!                        *+            !!         .   0.    .         !
 1996.2!                    *  +              !!         . 0  .    .         !
 1996.3!                      +               !!         .    .0   .         !
 1996.4!                     * +              !!         .   0.    .         !
 1997.1!                    * +               !!         .  0 .    .         !
 1997.2!                     *+               !!         .    0    .         !
 1997.3!                  *    +              !!         0    .    .         !
 1997.4!                     *+               !!         .   0.    .         !
 1998.1!                 *     +              !!        0.    .    .         !
 1998.2!                     +                !!         .    0    .         !
 1998.3!                       +*             !!         .    . 0  .         !
 1998.4!                        +  *          !!         .    .  0 .         !
 1999.1!                         +            !!         .    0    .         !
 1999.2!                        +*            !!         .    . 0  .         !
 1999.3!                        +       *     !!         .    .    .  0      !
 1999.4!                          *+          !!         .   0.    .         !
 2000.1!                        +  *          !!         .    .  0 .         !
 2000.2!                      *  +            !!         . 0  .    .         !
 2000.3!                      +   *           !!         .    .   0.         !
 2000.4!                        +   *         !!         .    .   0.         !
 2001.1!                        *+            !!         .   0.    .         !
 2001.2!                      +               !!         .    0    .         !
 2001.3!                      +               !!         .    .0   .         !
 2001.4!                     +    *           !!         .    .   0.         !
 2002.1!                       +    *         !!         .    .    0         !
 2002.2!                        +             !!         .    0    .         !
 2002.3!                      + *             !!         .    . 0  .         !
 2002.4!                       +     *        !!         .    .    .0        !
 2003.1!                         +*           !!         .    .0   .         !
 2003.2!                        +             !!         .    0    .         !
 2003.3!                       + *            !!         .    .  0 .         !
 2003.4!                        +     *       !!         .    .    .0        !
 2004.1!                     *    +           !!         0    .    .         !
 2004.2!                      +*              !!         .    .0   .         !
 2004.3!                   *   +              !!         0    .    .         !
 2004.4!                     +    *           !!         .    .    0         !
 2005.1!                         +            !!         .    0    .         !
 2005.2!                      * +             !!         . 0  .    .         !
 2005.3!                       +              *!         .    .    .         0
 2005.4!                   *          +       !!   0     .    .    .         !
 2006.1!                   *  +               !!         . 0  .    .         !
 2006.2!                      +*              !!         .    .0   .         !
 2006.3!                      * +             !!         .  0 .    .         !
 2006.4!                       +              !!         .   0.    .         !
 2007.1!                       *+             !!         .    0    .         !
 2007.2!                        +             !!         .   0.    .         !
 2007.3!                        +             !!         .    0    .         !
 2007.4!                      *  +            !!         . 0  .    .         !
 2008.1!                       *+             !!         .   0.    .         !
 2008.2!                        *+            !!         .   0.    .         !
 2008.3!                       * +            !!         .  0 .    .         !
 2008.4!                        +*            !!         .    .0   .         !
 2009.1!                        +     *       !!         .    .    .0        !
 2009.2!                       *   +          !!         . 0  .    .         !
 2009.3!                        +     *       !!         .    .    .0        !
 2009.4!                           +  *       !!         .    . 0  .         !
 2010.1!                        *  +          !!         . 0  .    .         !
 2010.2!                        + *           !!         .    . 0  .         !
 2010.3!                         +            !!         .    0    .         !
 2010.4!                        *+            !!         .   0.    .         !
 2011.1!                         +        *   !!         .    .    .   0     !
 2011.2!                              +   *   !!         .    .   0.         !
 2011.3!                             +   *    !!         .    .  0 .         !
 2011.4!                             +     *  !!         .    .    .0        !
 2012.1!                              +    *  !!         .    .    0         !
 2012.2!                         *   +        !!         .0   .    .         !
 2012.3!                         +            !!         .    0    .         !
 2012.4!                         +    *       !!         .    .    0         !


     22.14 percent of the residuals exceed 1 SE
      7.63 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPANI=PAPX$Q/NIPMM;                                                     
 GENR LAAPANI=LOG(AAPANI+.00001);                                             
 GENR LAPANI=LOG(APANI+.00001);                                               
 LHS AAPANI=EXP(LAAPANI)-.00001;                                              
  EQ 2881 LAAPANI C LAPANI(-1) PPANI;                                         
EQUATION 1552  LAAPANI  
   RHS     C  LAPANI(-1)  PPANI  
 SMPL 1986.1 2012.4;                                                          
Sample period is now  1986.1 to  2012.4 Internally:   137 to   244
 OLS;EST 1552 PLOT=0;END;                                                     

Equation number = 1552
**********************

Dependent variable = LAAPANI 

 1986.1 -   2012.4,    0 missing obs.,  108 obs. used.

Mean of dependent variable       -6.530200923

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.275324307       0.605793490  -2.10521     1.000000
15065 LAPANI  ( -1)       0.782120782       0.054080927  14.46204    -6.569954
15063 PPANI   (  0)      -0.099536749       0.519480349  -0.19161     1.169203

SE of equation            =     0.637966663
Sum of squared residuals  =  42.7351536       0.416422452E-11
Average absolute error    =     0.430465565
Sum of ABS residuals      =  46.4902810    
R squared                 =   0.68900
Durbin-Watson statistic   =   2.26589
SMPL and No. Obs.         = 1986.1   2012.4    108

Plot of actual(*) and fitted(+) values and residuals(0)


 1986.1!*+                                    !!           . 0.  .           !
 1986.2*    +                                 !!         0 .  .  .           !
 1986.3!   +       *                          !!           .  .  .    0      !
 1986.4!            +     *                   !!           .  .  .  0        !
 1987.1!             *    +                   !!         0 .  .  .           !
 1987.2!             * +                      !!           .0 .  .           !
 1987.3!              +*                      !!           .  .0 .           !
 1987.4!              *+                      !!           . 0.  .           !
 1988.1!    *          +                      !!   0       .  .  .           !
 1988.2!   *   +                              !!          0.  .  .           !
 1988.3!    *  +                              !!           .0 .  .           !
 1988.4!       + *                            !!           .  . 0.           !
 1989.1!      *    +                          !!         0 .  .  .           !
 1989.2!        *+                            !!           . 0.  .           !
 1989.3!          +*                          !!           .  .0 .           !
 1989.4!             +*                       !!           .  .0 .           !
 1990.1!           *   +                      !!          0.  .  .           !
 1990.2!         *   +                        !!          0.  .  .           !
 1990.3!           +                          !!           .  0  .           !
 1990.4!            *+                        !!           .  0  .           !
 1991.1!             *+                       !!           . 0.  .           !
 1991.2!           *  +                       !!          0.  .  .           !
 1991.3!            +                         !!           . 0.  .           !
 1991.4!             +   *                    !!           .  .  0           !
 1992.1!              *  +                    !!           0  .  .           !
 1992.2!               +*                     !!           .  0  .           !
 1992.3!               *+                     !!           . 0.  .           !
 1992.4!               *+                     !!           .0 .  .           !
 1993.1!               *+                     !!           .  0  .           !
 1993.2!                +                     !!           .  0  .           !
 1993.3!                 +*                   !!           .  .0 .           !
 1993.4!                  +                   !!           . 0.  .           !
 1994.1!                 *+                   !!           . 0.  .           !
 1994.2!                 *+                   !!           .  0  .           !
 1994.3!                  + *                 !!           .  . 0.           !
 1994.4!                   +*                 !!           .  .0 .           !
 1995.1!                   *+                 !!           . 0.  .           !
 1995.2!                   + *                !!           .  . 0.           !
 1995.3!                  * +                 !!           .0 .  .           !
 1995.4!                  + *                 !!           .  . 0.           !
 1996.1!                   *+                 !!           . 0.  .           !
 1996.2!                   +*                 !!           .  .0 .           !
 1996.3!                 *  +                 !!           .0 .  .           !
 1996.4!                 +  *                 !!           .  . 0.           !
 1997.1!                   +  *               !!           .  . 0.           !
 1997.2!                     +*               !!           .  .0 .           !
 1997.3!                     +                !!           .  0  .           !
 1997.4!                    *+                !!           .  0  .           !
 1998.1!                    +                 !!           .  0  .           !
 1998.2!                   +   *              !!           .  .  0           !
 1998.3!                    * +               !!           .0 .  .           !
 1998.4!                    +                 !!           .  0  .           !
 1999.1!                   +    *             !!           .  .  .0          !
 1999.2!                     *+               !!           . 0.  .           !
 1999.3!                    +*                !!           .  .0 .           !
 1999.4!                     +    *           !!           .  .  . 0         !
 2000.1!                        +             !!           .  0  .           !
 2000.2!                       +              !!           .  0  .           !
 2000.3!                      +  *            !!           .  .  0           !
 2000.4!                        +             !!           .  .0 .           !
 2001.1!                       +*             !!           .  .0 .           !
 2001.2!                       +*             !!           .  .0 .           !
 2001.3!                    *  +              !!           .0 .  .           !
 2001.4!                    +*                !!           .  .0 .           !
 2002.1!                     + *              !!           .  . 0.           !
 2002.2!                      +*              !!           .  .0 .           !
 2002.3!                     *+               !!           . 0.  .           !
 2002.4!                     + *              !!           .  .  0           !
 2003.1!                      +  *            !!           .  .  0           !
 2003.2!                        +    *        !!           .  .  . 0         !
 2003.3!                         * +          !!           .0 .  .           !
 2003.4!                      * +             !!           .0 .  .           !
 2004.1!                     +  *             !!           .  .  0           !
 2004.2!                       +              *!           .  .  .           0
 2004.3!                       *          +   !!   0       .  .  .           !
 2004.4!                      +               !!           .  0  .           !
 2005.1!                     +  *             !!           .  . 0.           !
 2005.2!                     * +              !!           . 0.  .           !
 2005.3!                     +*               !!           .  .0 .           !
 2005.4!                    *+                !!           . 0.  .           !
 2006.1!                    +   *             !!           .  .  .0          !
 2006.2!                      *+              !!           . 0.  .           !
 2006.3!                     +*               !!           .  .0 .           !
 2006.4!                    *+                !!           . 0.  .           !
 2007.1!                    +   *             !!           .  .  .0          !
 2007.2!                      *+              !!           . 0.  .           !
 2007.3!                     +*               !!           .  .0 .           !
 2007.4!                    * +               !!           .0 .  .           !
 2008.1!                    +  *              !!           .  .  .0          !
 2008.2!                     *+               !!           . 0.  .           !
 2008.3!                    *+                !!           .  0  .           !
 2008.4!                   *+                 !!           . 0.  .           !
 2009.1!            *      +                  !!       0   .  .  .           !
 2009.2!              + *                     !!           .  . 0.           !
 2009.3!                + *                   !!           .  .0 .           !
 2009.4!                  + *                 !!           .  . 0.           !
 2010.1!             *      +                 !!        0  .  .  .           !
 2010.2!              + *                     !!           .  .0 .           !
 2010.3!                +*                    !!           .  .0 .           !
 2010.4!                  +*                  !!           .  .0 .           !
 2011.1!            *      +                  !!       0   .  .  .           !
 2011.2!             +*                       !!           .  0  .           !
 2011.3!               + *                    !!           .  . 0.           !
 2011.4!                 + *                  !!           .  . 0.           !
 2012.1!             *     +                  !!        0  .  .  .           !
 2012.2!              +*                      !!           .  .0 .           !
 2012.3!                + *                   !!           .  . 0.           !
 2012.4!                  +*                  !!           .  .0 .           !


     21.30 percent of the residuals exceed 1 SE
      4.63 percent of the residuals exceed 2 SE
@@EQ 2882 LAAPHNI C LAPHNI(-1) PPHNI;SMPL 1997.3 2012.4;OLS;EST 2882 PLOT=0;EN
@EQ  2883 LAATHNI C LATHNI(-1) PTHNI;SMPL 1976.1 2012.4;OLS;EST 2883 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHNI=CHPX$Q/NIPMM;                                                     
 GENR LAACHNI=LOG(AACHNI+.00001);                                             
 GENR LACHNI=LOG(ACHNI+.00001);                                               
 LHS AACHNI=EXP(LAACHNI)-.00001;                                              
  EQ 2884 LAACHNI C LACHNI(-1) PCHNI;                                         
EQUATION 1553  LAACHNI  
   RHS     C  LACHNI(-1)  PCHNI  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1553 PLOT=0;END;                                                     

Equation number = 1553
**********************

Dependent variable = LAACHNI 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -3.698095167

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.898102128       0.473291828   1.89757     1.000000
15068 LACHNI  ( -1)       0.950247455       0.023922867  39.72130    -3.731254
15066 PCHNI   (  0)      -0.944992359       0.468260226  -2.01809     1.111736

SE of equation            =     0.380806251
Sum of squared residuals  =  17.8366483       0.294653191E-10
Average absolute error    =     0.271484243
Sum of ABS residuals      =  34.2070146    
R squared                 =   0.95552
Durbin-Watson statistic   =   2.80350
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!             +                        !!          .   0   .          !
 1981.4!           *  +                       !!          0   .   .          !
 1982.1!            +                         !!          .   .0  .          !
 1982.2!           * +                        !!          . 0 .   .          !
 1982.3!         *  +                         !!        0 .   .   .          !
 1982.4!         +*                           !!          .   .  0.          !
 1983.1!          *+                          !!          .  0.   .          !
 1983.2!       *   +                          !!       0  .   .   .          !
 1983.3!       + *                            !!          .   .   0          !
 1983.4!      *  +                            !!         0.   .   .          !
 1984.1!      *+                              !!          .  0.   .          !
 1984.2!      +    *                          !!          .   .   .    0     !
 1984.3!          *+                          !!          .  0.   .          !
 1984.4!   *      +                           !! 0        .   .   .          !
 1985.1*   +                                  !!       0  .   .   .          !
 1985.2+*                                     !!          .   .  0.          !
 1985.3! +*                                   !!          .   . 0 .          !
 1985.4!   +                                  !!          .   .0  .          !
 1986.1! * +                                  !!         0.   .   .          !
 1986.2!  +  *                                !!          .   .   . 0        !
 1986.3!     + *                              !!          .   .  0.          !
 1986.4!        +                             !!          .   .0  .          !
 1987.1!         +                            !!          . 0 .   .          !
 1987.2!          +    *                      !!          .   .   .     0    !
 1987.3!              * +                     !!          .0  .   .          !
 1987.4!                +                     !!          .   0   .          !
 1988.1!              * +                     !!         0.   .   .          !
 1988.2!              *+                      !!          .  0.   .          !
 1988.3!              *+                      !!          .  0.   .          !
 1988.4!              +     *                 !!          .   .   .    0     !
 1989.1!            *       +                 !0          .   .   .          !
 1989.2!            + *                       !!          .   .  0.          !
 1989.3!              +                       !!          .  0.   .          !
 1989.4!              + *                     !!          .   .  0.          !
 1990.1!            *    +                    !!     0    .   .   .          !
 1990.2!            +   *                     !!          .   .   .  0       !
 1990.3!               * +                    !!          .0  .   .          !
 1990.4!                + *                   !!          .   .   0          !
 1991.1!             *     +                  !!    0     .   .   .          !
 1991.2!              + *                     !!          .   .   0          !
 1991.3!                 +                    !!          .   0   .          !
 1991.4!                 *+                   !!          .   0   .          !
 1992.1!             *    +                   !!    0     .   .   .          !
 1992.2!              +     *                 !!          .   .   .      0   !
 1992.3!                   * +                !!          .0  .   .          !
 1992.4!                    +*                !!          .   . 0 .          !
 1993.1!                   * +                !!          0   .   .          !
 1993.2!                    +*                !!          .   . 0 .          !
 1993.3!                     *+               !!          .  0.   .          !
 1993.4!                      + *             !!          .   .   0          !
 1994.1!                    *   +             !!      0   .   .   .          !
 1994.2!                    +*                !!          .   .0  .          !
 1994.3!                     +*               !!          .   .0  .          !
 1994.4!                       + *            !!          .   .   0          !
 1995.1!                       * +            !!          0   .   .          !
 1995.2!                        + *           !!          .   .   0          !
 1995.3!                         *+           !!          . 0 .   .          !
 1995.4!                          +           !!          .   0   .          !
 1996.1!                      *   +           !!      0   .   .   .          !
 1996.2!                      + *             !!          .   .  0.          !
 1996.3!                        +*            !!          .   .0  .          !
 1996.4!                         +*           !!          .   . 0 .          !
 1997.1!                          +           !!          .  0.   .          !
 1997.2!                          +*          !!          .   . 0 .          !
 1997.3!                          *+          !!          .0  .   .          !
 1997.4!                          +    *      !!          .   .   .    0     !
 1998.1!                           *  +       !!        0 .   .   .          !
 1998.2!                           + *        !!          .   .  0.          !
 1998.3!                           * +        !!          0   .   .          !
 1998.4!                           + *        !!          .   .   0          !
 1999.1!                            *+        !!          . 0 .   .          !
 1999.2!                           *+         !!          .  0.   .          !
 1999.3!                           + *        !!          .   .  0.          !
 1999.4!                             +        !!          .   .0  .          !
 2000.1!                            *+        !!          . 0 .   .          !
 2000.2!                           + *        !!          .   .  0.          !
 2000.3!                            + *       !!          .   .  0.          !
 2000.4!                             +*       !!          .   .  0.          !
 2001.1!                             *+       !!          . 0 .   .          !
 2001.2!                            + *       !!          .   .   0          !
 2001.3!                              +*      !!          .   . 0 .          !
 2001.4!                              +       !!          .   .0  .          !
 2002.1!                             +*       !!          .   .0  .          !
 2002.2!                             + *      !!          .   . 0 .          !
 2002.3!                              +*      !!          .   .0  .          !
 2002.4!                              +*      !!          .   . 0 .          !
 2003.1!                               +*     !!          .   . 0 .          !
 2003.2!                                + *   !!          .   .  0.          !
 2003.3!                                 +*   !!          .   .0  .          !
 2003.4!                                 +    !!          .   0   .          !
 2004.1!                               * +    !!          0   .   .          !
 2004.2!                               +*     !!          .   . 0 .          !
 2004.3!                                +*    !!          .   . 0 .          !
 2004.4!                                 +*   !!          .   .0  .          !
 2005.1!                                 *+   !!          . 0 .   .          !
 2005.2!                                 +*   !!          .   . 0 .          !
 2005.3!                                  +   !!          .   0   .          !
 2005.4!                                  +   !!          .   0   .          !
 2006.1!                                * +   !!          .0  .   .          !
 2006.2!                                + *   !!          .   . 0 .          !
 2006.3!                                  +   !!          .   .0  .          !
 2006.4!                                   +  !!          .   0   .          !
 2007.1!                                 * +  !!          .0  .   .          !
 2007.2!                                 +    !!          .   .0  .          !
 2007.3!                                  +   !!          .   .0  .          !
 2007.4!                                  *+  !!          .  0.   .          !
 2008.1!                                  *+  !!          .  0.   .          !
 2008.2!                                   +  !!          .   . 0 .          !
 2008.3!                                   *+ !!          .  0.   .          !
 2008.4!                                    + !!          .   0   .          !
 2009.1!                                   *+ !!          . 0 .   .          !
 2009.2!                                   +  !!          .   .0  .          !
 2009.3!                                   +* !!          .   .0  .          !
 2009.4!                                    + !!          .   0   .          !
 2010.1!                                   *+ !!          . 0 .   .          !
 2010.2!                                   +* !!          .   . 0 .          !
 2010.3!                                    +*!!          .   0   .          !
 2010.4!                                    *+!!          .  0.   .          !
 2011.1!                                    + !!          .  0.   .          !
 2011.2!                                    + !!          .  0.   .          !
 2011.3!                                    +*!!          .   . 0 .          !
 2011.4!                                     +!!          .   0   .          !
 2012.1!                                    *+!!          . 0 .   .          !
 2012.2!                                    +*!!          .   . 0 .          !
 2012.3!                                     +*!          .   .0  .          !
 2012.4!                                     *+!          .  0.   .          !


     20.63 percent of the residuals exceed 1 SE
      7.94 percent of the residuals exceed 2 SE
@@EQ 2885 LAAARNI C LAARNI(-1) PARNI;SMPL 1996.3 2012.4;OLS;EST 2885 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRNI=BRPX$Q/NIPMM;                                                     
 GENR LAABRNI=LOG(AABRNI+.00001);                                             
 GENR LABRNI=LOG(ABRNI+.00001);                                               
 LHS AABRNI=EXP(LAABRNI)-.00001;                                              
  EQ 2886 LAABRNI C LABRNI(-1) PBRNI;                                         
EQUATION 1554  LAABRNI  
   RHS     C  LABRNI(-1)  PBRNI  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1554 PLOT=0;END;                                                     

Equation number = 1554
**********************

Dependent variable = LAABRNI 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -3.129205354

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.641896882       0.240659102  -2.66725     1.000000
15071 LABRNI  ( -1)       0.696532883       0.064021918  10.87960    -3.125378
15069 PBRNI   (  0)      -0.323351441       0.197453902  -1.63760     0.959885

SE of equation            =     0.310734015
Sum of squared residuals  =  11.8763423      -0.756728014E-12
Average absolute error    =     0.235731023
Sum of ABS residuals      =  29.7021089    
R squared                 =   0.52945
Durbin-Watson statistic   =   2.10313
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                +*                    !!          .   .0  .          !
 1981.4!                 +   *                !!          .   .  0.          !
 1982.1!  *                 +                 !0          .   .   .          !
 1982.2!     *+                               !!          .  0.   .          !
 1982.3!        + *                           !!          .   . 0 .          !
 1982.4!       *    +                         !!          0   .   .          !
 1983.1!  *       +                           !!       0  .   .   .          !
 1983.2!      +    *                          !!          .   .   0          !
 1983.3!      *     +                         !!         0.   .   .          !
 1983.4!        +  *                          !!          .   .  0.          !
 1984.1!            +              *          !!          .   .   .       0  !
 1984.2!                       +          *   !!          .   .   .    0     !
 1984.3!                            +   *     !!          .   .   0          !
 1984.4!                          +   *       !!          .   .  0.          !
 1985.1!                         +         *  !!          .   .   .   0      !
 1985.2!                             +        *!          .   .   .   0      !
 1985.3!                              *+      !!          .  0.   .          !
 1985.4!                         +         *  !!          .   .   .   0      !
 1986.1!                             *+       !!          .  0.   .          !
 1986.2!                      *  +            !!          .0  .   .          !
 1986.3!                 *   +                !!          .0  .   .          !
 1986.4!                +    *                !!          .   .   0          !
 1987.1!               *    +                 !!          0   .   .          !
 1987.2!                +   *                 !!          .   .  0.          !
 1987.3!                   +     *            !!          .   .   .0         !
 1987.4!                       + *            !!          .   . 0 .          !
 1988.1!            *          +              !!    0     .   .   .          !
 1988.2!             *+                       !!          .   0   .          !
 1988.3!              + *                     !!          .   .0  .          !
 1988.4!                +                     !!          .   0   .          !
 1989.1!            *   +                     !!          .0  .   .          !
 1989.2!             +                        !!          .   0   .          !
 1989.3!              +                       !!          .   0   .          !
 1989.4!            *  +                      !!          .0  .   .          !
 1990.1!               +                      !!          .   0   .          !
 1990.2!                +*                    !!          .   .0  .          !
 1990.3!                 +*                   !!          .   .0  .          !
 1990.4!               *  +                   !!          . 0 .   .          !
 1991.1!               * +                    !!          .  0.   .          !
 1991.2!             *  +                     !!          .0  .   .          !
 1991.3!          *   +                       !!          0   .   .          !
 1991.4!            *+                        !!          .  0.   .          !
 1992.1!             +*                       !!          .   .0  .          !
 1992.2!               + *                    !!          .   .0  .          !
 1992.3!                 +                    !!          .   0   .          !
 1992.4!                  +*                  !!          .   .0  .          !
 1993.1!             *     +                  !!         0.   .   .          !
 1993.2!               +*                     !!          .   .0  .          !
 1993.3!                 +*                   !!          .   .0  .          !
 1993.4!                 *+                   !!          .  0.   .          !
 1994.1!        *        +                    !!       0  .   .   .          !
 1994.2!          +   *                       !!          .   .  0.          !
 1994.3!               +  *                   !!          .   . 0 .          !
 1994.4!               * +                    !!          . 0 .   .          !
 1995.1!                +    *                !!          .   .   0          !
 1995.2!                    +*                !!          .   .0  .          !
 1995.3!                    + *               !!          .   .0  .          !
 1995.4!                     +*               !!          .   .0  .          !
 1996.1!                   * +                !!          .  0.   .          !
 1996.2!                  +*                  !!          .   .0  .          !
 1996.3!                  +     *             !!          .   .   .0         !
 1996.4!             *       +                !!       0  .   .   .          !
 1997.1!            * +                       !!          . 0 .   .          !
 1997.2!             +  *                     !!          .   .  0.          !
 1997.3!                +                     !!          .   0   .          !
 1997.4!               +*                     !!          .   .0  .          !
 1998.1!                 +    *               !!          .   .   0          !
 1998.2!                    + *               !!          .   . 0 .          !
 1998.3!                    +*                !!          .   .0  .          !
 1998.4!                *   +                 !!          .0  .   .          !
 1999.1!           *    +                     !!          0   .   .          !
 1999.2!             +   *                    !!          .   .  0.          !
 1999.3!               * +                    !!          .  0.   .          !
 1999.4!              * +                     !!          .  0.   .          !
 2000.1*               +                      !! 0        .   .   .          !
 2000.2!    +      *                          !!          .   .   . 0        !
 2000.3!            +    *                    !!          .   .   0          !
 2000.4!              * +                     !!          . 0 .   .          !
 2001.1!            * +                       !!          . 0 .   .          !
 2001.2!         *   +                        !!          0   .   .          !
 2001.3!           +   *                      !!          .   .   0          !
 2001.4!               +       *              !!          .   .   . 0        !
 2002.1!               *     +                !!         0.   .   .          !
 2002.2!              +*                      !!          .   .0  .          !
 2002.3!                +   *                 !!          .   .  0.          !
 2002.4!                   +   *              !!          .   .   0          !
 2003.1!                  *  +                !!          . 0 .   .          !
 2003.2!             *    +                   !!          0   .   .          !
 2003.3!              +  *                    !!          .   .  0.          !
 2003.4!        *        +                    !!       0  .   .   .          !
 2004.1!           +                          !!          .   0   .          !
 2004.2!          * +                         !!          .  0.   .          !
 2004.3!            +   *                     !!          .   .  0.          !
 2004.4!             *  +                     !!          . 0 .   .          !
 2005.1!             +       *                !!          .   .   . 0        !
 2005.2!                *  +                  !!          .0  .   .          !
 2005.3!               +   *                  !!          .   .   0          !
 2005.4!                 +   *                !!          .   .  0.          !
 2006.1!                   +     *            !!          .   .   .0         !
 2006.2!                *    +                !!          0   .   .          !
 2006.3!               +           *          !!          .   .   .    0     !
 2006.4!                  *   +               !!          0   .   .          !
 2007.1!                 +*                   !!          .   .0  .          !
 2007.2!                +  *                  !!          .   . 0 .          !
 2007.3!                 + *                  !!          .   . 0 .          !
 2007.4!                 +                    !!          .   0   .          !
 2008.1!             *  +                     !!          . 0 .   .          !
 2008.2!            *+                        !!          .  0.   .          !
 2008.3!           +  *                       !!          .   .  0.          !
 2008.4!*           +                         !!   0      .   .   .          !
 2009.1!    +  *                              !!          .   .  0.          !
 2009.2!         +                            !!          .   0   .          !
 2009.3!           +     *                    !!          .   .   .0         !
 2009.4!           *    +                     !!          0   .   .          !
 2010.1!       *    +                         !!         0.   .   .          !
 2010.2!*       +                             !!       0  .   .   .          !
 2010.3!    +  *                              !!          .   .  0.          !
 2010.4!     *  +                             !!          .0  .   .          !
 2011.1!   *   +                              !!          .0  .   .          !
 2011.2*     +                                !!         0.   .   .          !
 2011.3!  +  *                                !!          .   .  0.          !
 2011.4!       +  *                           !!          .   . 0 .          !
 2012.1!     *   +                            !!          0   .   .          !
 2012.2!      +                               !!          .   0   .          !
 2012.3*       +                              !!       0  .   .   .          !
 2012.4!   +     *                            !!          .   .   .0         !


     24.60 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
@@EQ 2887 LAACENI C LACENI(-1) PCENI;SMPL 1999.2 2012.4;OLS;EST 2887 PLOT=0;EN
@@EQ 2888 LAAMENI C LAMENI(-1) PMENI;SMPL 1995.3 2012.4;OLS;EST 2888 PLOT=0;EN
@@EQ 2889 LAAPENI C LAPENI(-1) PPENI;SMPL 1995.4 2012.4;OLS;EST 2889 PLOT=0;EN
@@EQ 2890 LAATUNI C LATUNI(-1) PTUNI;SMPL 1994.3 2012.4;OLS;EST 2890 PLOT=0;EN
@@EQ 2891 LAAPDNI C LAPDNI(-1) PPDNI;SMPL 1992.3 2012.4;OLS;EST 2891 PLOT=0;EN
@@EQ 2892 LAARUNI C LARUNI(-1) PRUNI;SMPL 1992.3 2012.4;OLS;EST 2892 PLOT=0;EN
@@EQ 2893 LAAUENI C LAUENI(-1) PUENI;SMPL 1996.3 2012.4;OLS;EST 2893 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PEGNI=EGPX$/NIPMM;                                                      
 GENR LAAEGNI=LOG(AAEGNI+.00001);                                             
 GENR LAEGNI=LOG(AEGNI+.00001);                                               
 LHS AAEGNI=EXP(LAAEGNI)-.00001;                                              
  EQ 2894 LAAEGNI C LAEGNI(-1) PEGNI;                                         
EQUATION 1555  LAAEGNI  
   RHS     C  LAEGNI(-1)  PEGNI  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1555 PLOT=0;END;                                                     

Equation number = 1555
**********************

Dependent variable = LAAEGNI 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -7.788547906

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.891968668       0.543137237   1.64225     1.000000
15074 LAEGNI  ( -1)       0.886497296       0.036207115  24.48406    -7.815467
15072 PEGNI   (  0)      -1.576026989       0.595228684  -2.64777     1.111736

SE of equation            =     0.485651199
Sum of squared residuals  =  29.0104217      -0.861533067E-11
Average absolute error    =     0.313833017
Sum of ABS residuals      =  39.5429601    
R squared                 =   0.89690
Durbin-Watson statistic   =   2.04105
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!       * +                            !!           .0 .  .           !
 1981.4!        +                             !!           .  .0 .           !
 1982.1!         + *                          !!           .  . 0.           !
 1982.2!           + *                        !!           .  . 0.           !
 1982.3!             +                        !!           .  .0 .           !
 1982.4!             +   *                    !!           .  .  . 0         !
 1983.1!        *        +                    !!     0     .  .  .           !
 1983.2!        +                             !!           .  0  .           !
 1983.3!        + *                           !!           .  . 0.           !
 1983.4!          +                           !!           .  .0 .           !
 1984.1!  *       +                           !!      0    .  .  .           !
 1984.2!* +                                   !!           .0 .  .           !
 1984.3* +                                    !!           .0 .  .           !
 1984.4+    *                                 !!           .  .  . 0         !
 1985.1!   + *                                !!           .  . 0.           !
 1985.2!  *  +                                !!           0  .  .           !
 1985.3*  +                                   !!           0  .  .           !
 1985.4!+  *                                  !!           .  .  0           !
 1986.1!    +*                                !!           .  .0 .           !
 1986.2!  *   +                               !!          0.  .  .           !
 1986.3!   +                                  !!           .  0  .           !
 1986.4!     + *                              !!           .  .  0           !
 1987.1!         +*                           !!           .  .0 .           !
 1987.2!         * +                          !!           .0 .  .           !
 1987.3!         *+                           !!           . 0.  .           !
 1987.4!          *+                          !!           . 0.  .           !
 1988.1!        *  +                          !!           0  .  .           !
 1988.2!        * +                           !!           .0 .  .           !
 1988.3!        *+                            !!           . 0.  .           !
 1988.4!         +                            !!           . 0.  .           !
 1989.1!          +                           !!           .  0  .           !
 1989.2!         *+                           !!           . 0.  .           !
 1989.3!         *+                           !!           . 0.  .           !
 1989.4!         *+                           !!           . 0.  .           !
 1990.1!           +                          !!           .  .0 .           !
 1990.2!           *+                         !!           . 0.  .           !
 1990.3!           *+                         !!           . 0.  .           !
 1990.4!           * +                        !!           . 0.  .           !
 1991.1!             +  *                     !!           .  .  .0          !
 1991.2!               *+                     !!           . 0.  .           !
 1991.3!               *+                     !!           . 0.  .           !
 1991.4!               *+                     !!           .  0  .           !
 1992.1!                + *                   !!           .  . 0.           !
 1992.2!                 * +                  !!           .0 .  .           !
 1992.3!                 *+                   !!           . 0.  .           !
 1992.4!               *  +                   !!           0  .  .           !
 1993.1!               *+                     !!           .  0  .           !
 1993.2!                +                     !!           . 0.  .           !
 1993.3!                +*                    !!           .  .0 .           !
 1993.4!                  +  *                !!           .  .  0           !
 1994.1!              *     +                 !!       0   .  .  .           !
 1994.2!              +  *                    !!           .  . 0.           !
 1994.3!                 +  *                 !!           .  .  0           !
 1994.4!                 *  +                 !!           0  .  .           !
 1995.1!                * +                   !!           .0 .  .           !
 1995.2!                 +*                   !!           .  .0 .           !
 1995.3!               *   +                  !!          0.  .  .           !
 1995.4!               *+                     !!           . 0.  .           !
 1996.1!               *+                     !!           . 0.  .           !
 1996.2!              *+                      !!           . 0.  .           !
 1996.3!             *+                       !!           . 0.  .           !
 1996.4!              +                       !!           .  0  .           !
 1997.1!              +  *                    !!           .  .  0           !
 1997.2!                *+                    !!           . 0.  .           !
 1997.3!               *+                     !!           . 0.  .           !
 1997.4!                +                     !!           .  .0 .           !
 1998.1!                +  *                  !!           .  .  0           !
 1998.2!                   + *                !!           .  .0 .           !
 1998.3!                   *+                 !!           .0 .  .           !
 1998.4!                   + *                !!           .  . 0.           !
 1999.1!                 *   +                !!          0.  .  .           !
 1999.2!                 +*                   !!           .  .0 .           !
 1999.3!                 *+                   !!           . 0.  .           !
 1999.4!                 + *                  !!           .  . 0.           !
 2000.1!                  +  *                !!           .  .  0           !
 2000.2!                    +                 !!           .  .0 .           !
 2000.3!                   +*                 !!           .  .0 .           !
 2000.4!                   +                  !!           .  0  .           !
 2001.1!                   + *                !!           .  . 0.           !
 2001.2!                   +*                 !!           .  .0 .           !
 2001.3!                  +*                  !!           .  .0 .           !
 2001.4!                  +                   !!           .  0  .           !
 2002.1!                 +  *                 !!           .  .  0           !
 2002.2!                  + *                 !!           .  .0 .           !
 2002.3!                   +                  !!           .  0  .           !
 2002.4!                   +                  !!           .  0  .           !
 2003.1!                   +         *        !!           .  .  .      0    !
 2003.2!                           +*         !!           .  0  .           !
 2003.3!                          +*          !!           .  .0 .           !
 2003.4!                          + *         !!           .  . 0.           !
 2004.1!                          *+          !!           .  0  .           !
 2004.2!                          +           !!           .  .0 .           !
 2004.3!                          +           !!           .  0  .           !
 2004.4!                          +*          !!           .  .0 .           !
 2005.1!                      *   +           !!          0.  .  .           !
 2005.2!                      +               !!           .  0  .           !
 2005.3!                      +               !!           .  0  .           !
 2005.4!                      + *             !!           .  . 0.           !
 2006.1!                 *      +             !!       0   .  .  .           !
 2006.2!                 *+                   !!           . 0.  .           !
 2006.3!                * +                   !!           .0 .  .           !
 2006.4!                 +                    !!           .  0  .           !
 2007.1!                  +   *               !!           .  .  . 0         !
 2007.2!                      +               !!           .  0  .           !
 2007.3!                     *+               !!           .0 .  .           !
 2007.4!                      +               !!           .  0  .           !
 2008.1!                       +             *!!           .  .  .           0
 2008.2!                                    + *!           .  . 0.           !
 2008.3!                                    *+!!           . 0.  .           !
 2008.4!                                   +  !!           .  0  .           !
 2009.1!                            *    +    !!        0  .  .  .           !
 2009.2!                           + *        !!           .  .0 .           !
 2009.3!                            +         !!           .  0  .           !
 2009.4!                            +*        !!           .  .0 .           !
 2010.1!                             + *      !!           .  . 0.           !
 2010.2!                              +*      !!           .  .0 .           !
 2010.3!                              *+      !!           .  0  .           !
 2010.4!                              +       !!           .  0  .           !
 2011.1!                            * +       !!           .0 .  .           !
 2011.2!                            +         !!           .  0  .           !
 2011.3!                            +         !!           .  0  .           !
 2011.4!                            +         !!           .  .0 .           !
 2012.1!                           *+         !!           . 0.  .           !
 2012.2!                           +          !!           .  0  .           !
 2012.3!                           +          !!           .  0  .           !
 2012.4!                           +          !!           .  0  .           !


     18.25 percent of the residuals exceed 1 SE
      4.76 percent of the residuals exceed 2 SE
@EQ  2895 LAAISNI C LAISNI(-1) PISNI;SMPL 1966.1 2012.4;OLS;EST 2895 PLOT=0;EN
@@EQ 2896 LAAKENI C LAKENI(-1) PKENI;SMPL 1991.3 2012.4;OLS;EST 2896 PLOT=0;EN
@@EQ 2897 LAABANI C LABANI(-1) PBANI;SMPL 2000.1 2012.4;OLS;EST 2897 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKNI=HKPX$/NIPMM;                                                      
 GENR LAAHKNI=LOG(AAHKNI+.00001);                                             
 GENR LAHKNI=LOG(AHKNI+.00001);                                               
 LHS AAHKNI=EXP(LAAHKNI)-.00001;                                              
  EQ 2898 LAAHKNI C LAHKNI(-1) PHKNI;                                         
EQUATION 1556  LAAHKNI  
   RHS     C  LAHKNI(-1)  PHKNI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1556 PLOT=0;END;                                                     

Equation number = 1556
**********************

Dependent variable = LAAHKNI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.306873023

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.305468277       0.123992493  -2.46360     1.000000
15077 LAHKNI  ( -1)       0.919163931       0.028252787  32.53357    -4.310556
15075 PHKNI   (  0)      -0.026207762       0.036587584  -0.71630     1.499449

SE of equation            =     0.246944810
Sum of squared residuals  =  11.2816217       0.245581333E-11
Average absolute error    =     0.178152967
Sum of ABS residuals      =  33.4927579    
R squared                 =   0.85796
Durbin-Watson statistic   =   2.40444
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!     *   +                            !!           0  .  .           !
 1966.2!     *+                               !!           . 0.  .           !
 1966.3!      +*                              !!           .  .0 .           !
 1966.4!        +  *                          !!           .  .  0           !
 1967.1!           +     *                    !!           .  .  . 0         !
 1967.2!                 +  *                 !!           .  . 0.           !
 1967.3!                    +   *             !!           .  .  .0          !
 1967.4!                       + *            !!           .  . 0.           !
 1968.1!                     *  +             !!           0  .  .           !
 1968.2!                *    +                !!          0.  .  .           !
 1968.3!            *   +                     !!           0  .  .           !
 1968.4!            *+                        !!           . 0.  .           !
 1969.1!            +                         !!           .  0  .           !
 1969.2!             +                        !!           .  0  .           !
 1969.3!             + *                      !!           .  . 0.           !
 1969.4!               +*                     !!           .  .0 .           !
 1970.1!                + *                   !!           .  . 0.           !
 1970.2!                  +*                  !!           .  .0 .           !
 1970.3!                 * +                  !!           . 0.  .           !
 1970.4!               * +                    !!           .0 .  .           !
 1971.1!               +                      !!           .  0  .           !
 1971.2!              *+                      !!           . 0.  .           !
 1971.3!           *  +                       !!           .0 .  .           !
 1971.4!           +*                         !!           .  .0 .           !
 1972.1!            +                         !!           .  0  .           !
 1972.2!            *+                        !!           .  0  .           !
 1972.3!             +                        !!           .  .0 .           !
 1972.4!          *  +                        !!           0  .  .           !
 1973.1!           +                          !!           .  0  .           !
 1973.2!    *      +                          !!        0  .  .  .           !
 1973.3!     +                                !!           .  0  .           !
 1973.4!      +*                              !!           .  .0 .           !
 1974.1!      *+                              !!           . 0.  .           !
 1974.2!       +   *                          !!           .  .  .0          !
 1974.3!           + *                        !!           .  . 0.           !
 1974.4!          *  +                        !!           0  .  .           !
 1975.1!           +      *                   !!           .  .  .  0        !
 1975.2!                  +  *                !!           .  . 0.           !
 1975.3!                 *   +                !!           0  .  .           !
 1975.4!                 *+                   !!           . 0.  .           !
 1976.1!               * +                    !!           .0 .  .           !
 1976.2!             * +                      !!           .0 .  .           !
 1976.3!         *    +                       !!          0.  .  .           !
 1976.4!          +  *                        !!           .  .  0           !
 1977.1!              +                       !!           .  0  .           !
 1977.2!         *    +                       !!          0.  .  .           !
 1977.3!          + *                         !!           .  . 0.           !
 1977.4!             +   *                    !!           .  .  .0          !
 1978.1!                 +*                   !!           .  .0 .           !
 1978.2!                 *+                   !!           . 0.  .           !
 1978.3!                *+                    !!           . 0.  .           !
 1978.4!                 +*                   !!           .  .0 .           !
 1979.1!                 *+                   !!           . 0.  .           !
 1979.2!                 *+                   !!           . 0.  .           !
 1979.3!                 +    *               !!           .  .  .0          !
 1979.4!                      + *             !!           .  .0 .           !
 1980.1!                       +*             !!           .  0  .           !
 1980.2!                        +             !!           .  0  .           !
 1980.3!                        + *           !!           .  . 0.           !
 1980.4!                          +  *        !!           .  . 0.           !
 1981.1!                          * +         !!           . 0.  .           !
 1981.2!                          +           !!           .  0  .           !
 1981.3!                       * +            !!           .0 .  .           !
 1981.4!                       +              !!           .  0  .           !
 1982.1!                       +              !!           .  0  .           !
 1982.2!                       +   *          !!           .  .  0           !
 1982.3!                    *     +           !!         0 .  .  .           !
 1982.4!                    +   *             !!           .  .  0           !
 1983.1!                        +    *        !!           .  .  .0          !
 1983.2!                 *          +         !!    0      .  .  .           !
 1983.3!            *    +                    !!          0.  .  .           !
 1983.4!             +  *                     !!           .  .  0           !
 1984.1!          *     +                     !!         0 .  .  .           !
 1984.2!    *      +                          !!        0  .  .  .           !
 1984.3!     *+                               !!           . 0.  .           !
 1984.4!      +                               !!           .  0  .           !
 1985.1!   *   +                              !!          0.  .  .           !
 1985.2!    +                                 !!           .  0  .           !
 1985.3!      +    *                          !!           .  .  . 0         !
 1985.4!      *     +                         !!         0 .  .  .           !
 1986.1!       +  *                           !!           .  .  0           !
 1986.2!           +   *                      !!           .  .  0           !
 1986.3!                +   *                 !!           .  .  0           !
 1986.4!                   *+                 !!           . 0.  .           !
 1987.1!                   +  *               !!           .  . 0.           !
 1987.2!                      +        *      !!           .  .  .    0      !
 1987.3!                               +      !!           .  .0 .           !
 1987.4!                             *+       !!           .0 .  .           !
 1988.1!                            +*        !!           .  .0 .           !
 1988.2!                             +   *    !!           .  .  .0          !
 1988.3!                         *      +     !!        0  .  .  .           !
 1988.4!                         +        *   !!           .  .  .    0      !
 1989.1!                                *+    !!           . 0.  .           !
 1989.2!                               +*     !!           .  .0 .           !
 1989.3!                              *+      !!           . 0.  .           !
 1989.4!                             +     *  !!           .  .  . 0         !
 1990.1!                                  +   !!           .  0  .           !
 1990.2!                                 +  * !!           .  .  0           !
 1990.3!                                   + *!!           .  .0 .           !
 1990.4!                                   +  *!           .  . 0.           !
 1991.1!                                    + !!           .  0  .           !
 1991.2!                                   +  !!           .  0  .           !
 1991.3!                                  +*  !!           .  .0 .           !
 1991.4!                                  +*  !!           .  .0 .           !
 1992.1!                                  + * !!           .  . 0.           !
 1992.2!                                   +  !!           .  0  .           !
 1992.3!                                  +  *!!           .  . 0.           !
 1992.4!                                   +  !!           . 0.  .           !
 1993.1!                                  +*  !!           .  . 0.           !
 1993.2!                                 *+   !!           . 0.  .           !
 1993.3!                                +*    !!           .  .0 .           !
 1993.4!                                +*    !!           .  .0 .           !
 1994.1!                                +*    !!           .  .0 .           !
 1994.2!                              * +     !!           .0 .  .           !
 1994.3!                             +  *     !!           .  . 0.           !
 1994.4!                               +      !!           .  0  .           !
 1995.1!                              +    *  !!           .  .  .0          !
 1995.2!                                  +   *!           .  .  .0          !
 1995.3!                                    *+!!           .  0  .           !
 1995.4!                                   +  !!           .  0  .           !
 1996.1!                                  +   !!           .  0  .           !
 1996.2!                                *+    !!           . 0.  .           !
 1996.3!                               +      !!           .  0  .           !
 1996.4!                              +       !!           .  0  .           !
 1997.1!                             + *      !!           .  . 0.           !
 1997.2!                            *  +      !!           .0 .  .           !
 1997.3!                           *+         !!           . 0.  .           !
 1997.4!                          +  *        !!           .  .  0           !
 1998.1!                          *  +        !!           0  .  .           !
 1998.2!                         +*           !!           .  .0 .           !
 1998.3!                      *   +           !!           0  .  .           !
 1998.4!                      +   *           !!           .  .  0           !
 1999.1!                          +           !!           .  0  .           !
 1999.2!                        *+            !!           . 0.  .           !
 1999.3!                       +    *         !!           .  .  .0          !
 1999.4!                           +          !!           .  0  .           !
 2000.1!                        * +           !!           .0 .  .           !
 2000.2!                      * +             !!           . 0.  .           !
 2000.3!                     *+               !!           .  0  .           !
 2000.4!                     + *              !!           .  .0 .           !
 2001.1!                     * +              !!           .0 .  .           !
 2001.2!                   * +                !!           .0 .  .           !
 2001.3!                   +                  !!           .  0  .           !
 2001.4!                 * +                  !!           .0 .  .           !
 2002.1!                 +*                   !!           .  .0 .           !
 2002.2!                * +                   !!           .0 .  .           !
 2002.3!            *   +                     !!           0  .  .           !
 2002.4!             +  *                     !!           .  .  0           !
 2003.1!                 +*                   !!           .  .0 .           !
 2003.2!                * +                   !!           .0 .  .           !
 2003.3!            *   +                     !!          0.  .  .           !
 2003.4!            *+                        !!           . 0.  .           !
 2004.1!            *+                        !!           .  0  .           !
 2004.2!        *    +                        !!          0.  .  .           !
 2004.3!         +    *                       !!           .  .  .0          !
 2004.4!        *     +                       !!         0 .  .  .           !
 2005.1!      *  +                            !!           0  .  .           !
 2005.2!      *+                              !!           .0 .  .           !
 2005.3! *     +                              !!         0 .  .  .           !
 2005.4! * +                                  !!           . 0.  .           !
 2006.1!  *+                                  !!           . 0.  .           !
 2006.2!   + *                                !!           .  .0 .           !
 2006.3!      +     *                         !!           .  .  . 0         !
 2006.4!       *     +                        !!         0 .  .  .           !
 2007.1!     *  +                             !!           0  .  .           !
 2007.2!     *+                               !!           . 0.  .           !
 2007.3!    * +                               !!           .0 .  .           !
 2007.4!     +             *                  !!           .  .  .        0  !
 2008.1!              *    +                  !!          0.  .  .           !
 2008.2!             * +                      !!           .0 .  .           !
 2008.3!          *  +                        !!           0  .  .           !
 2008.4!           +                          !!           .  0  .           !
 2009.1!           *+                         !!           .  0  .           !
 2009.2!            +   *                     !!           .  .  0           !
 2009.3*                 +                    !0           .  .  .           !
 2009.4! +        *                           !!           .  .  .    0      !
 2010.1!         * +                          !!           .0 .  .           !
 2010.2!         *+                           !!           . 0.  .           !
 2010.3!     *    +                           !!          0.  .  .           !
 2010.4!      +                               !!           .  0  .           !
 2011.1!       +   *                          !!           .  .  0           !
 2011.2!         *  +                         !!           .0 .  .           !
 2011.3!          +  *                        !!           .  . 0.           !
 2011.4!  *          +                        !!    0      .  .  .           !
 2012.1!    +     *                           !!           .  .  .  0        !
 2012.2!        *  +                          !!           0  .  .           !
 2012.3!         +       *                    !!           .  .  .  0        !
 2012.4!                 + *                  !!           .  .0 .           !


     26.06 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSINI=SIPX$/NIPMM;                                                      
 GENR LAASINI=LOG(AASINI+.00001);                                             
 GENR LASINI=LOG(ASINI+.00001);                                               
 LHS AASINI=EXP(LAASINI)-.00001;                                              
  EQ 2899 LAASINI C LASINI(-1) PSINI;                                         
EQUATION 1557  LAASINI  
   RHS     C  LASINI(-1)  PSINI  
 SMPL 1968.3 2012.4;                                                          
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
 OLS;EST 1557 PLOT=0;END;                                                     

Equation number = 1557
**********************

Dependent variable = LAASINI 

 1968.3 -   2012.4,    0 missing obs.,  178 obs. used.

Mean of dependent variable       -4.965472005

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.235642187       0.131816660  -1.78765     1.000000
15080 LASINI  ( -1)       0.912930334       0.031155421  29.30246    -4.976268
15078 PSINI   (  0)      -0.126802748       0.097911491  -1.29508     1.473501

SE of equation            =     0.339787309
Sum of squared residuals  =  20.2046976       0.873701111E-11
Average absolute error    =     0.255652883
Sum of ABS residuals      =  45.5062132    
R squared                 =   0.89561
Durbin-Watson statistic   =   2.27121
SMPL and No. Obs.         = 1968.3   2012.4    178

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.3!            *+                        !!         .  0 .    .         !
 1968.4!            *+                        !!         .   0.    .         !
 1969.1!             +                        !!         .    0    .         !
 1969.2!            *+                        !!         . 0  .    .         !
 1969.3!          *  +                        !!         .0   .    .         !
 1969.4!       *   +                          !!      0  .    .    .         !
 1970.1*        +                             !0         .    .    .         !
 1970.2! +                                    !!         .    .0   .         !
 1970.3!   +   *                              !!         .    .    . 0       !
 1970.4!         +  *                         !!         .    .    .0        !
 1971.1!             +   *                    !!         .    .    .0        !
 1971.2!                 +*                   !!         .    . 0  .         !
 1971.3!                  *+                  !!         .   0.    .         !
 1971.4!                   +                  !!         .    0    .         !
 1972.1!                  *+                  !!         .  0 .    .         !
 1972.2!                 *+                   !!         .  0 .    .         !
 1972.3!                 *+                   !!         .  0 .    .         !
 1972.4!             *   +                    !!       0 .    .    .         !
 1973.1!              + *                     !!         .    . 0  .         !
 1973.2!              *  +                    !!         0    .    .         !
 1973.3!             * +                      !!         . 0  .    .         !
 1973.4!              + *                     !!         .    .  0 .         !
 1974.1!               * +                    !!         .  0 .    .         !
 1974.2!                +*                    !!         .    . 0  .         !
 1974.3!               *  +                   !!         0    .    .         !
 1974.4!               *+                     !!         .    0    .         !
 1975.1!              * +                     !!         .0   .    .         !
 1975.2!             * +                      !!         .  0 .    .         !
 1975.3!              + *                     !!         .    .  0 .         !
 1975.4!           *     +                    !!    0    .    .    .         !
 1976.1!            + *                       !!         .    .   0.         !
 1976.2!            *  +                      !!        0.    .    .         !
 1976.3!          *  +                        !!         .0   .    .         !
 1976.4!           +  *                       !!         .    .   0.         !
 1977.1!              +                       !!         .  0 .    .         !
 1977.2!             *+                       !!         . 0  .    .         !
 1977.3!              + *                     !!         .    .  0 .         !
 1977.4!                 + *                  !!         .    .  0 .         !
 1978.1!                   +                  !!         .    0    .         !
 1978.2!                    +*                !!         .    . 0  .         !
 1978.3!                  *  +                !!        0.    .    .         !
 1978.4!                  +*                  !!         .    .0   .         !
 1979.1!           *       +                  !!0        .    .    .         !
 1979.2!            +  *                      !!         .    .   0.         !
 1979.3!                +  *                  !!         .    .    .0        !
 1979.4!                   +   *              !!         .    .    .0        !
 1980.1!                       +  *           !!         .    .   0.         !
 1980.2!                          + *         !!         .    .   0.         !
 1980.3!                            +   *     !!         .    .    .  0      !
 1980.4!                               +  *   !!         .    .   0.         !
 1981.1!                             *   +    !!        0.    .    .         !
 1981.2!                           * +        !!         . 0  .    .         !
 1981.3!                         *+           !!         .  0 .    .         !
 1981.4!                         +            !!         .    .0   .         !
 1982.1!                         +  *         !!         .    .    .0        !
 1982.2!                           *+         !!         .  0 .    .         !
 1982.3!                   *      +           !! 0       .    .    .         !
 1982.4!                   +    *             !!         .    .    .   0     !
 1983.1!                        +  *          !!         .    .    0         !
 1983.2!                      *    +          !!       0 .    .    .         !
 1983.3!                      +  *            !!         .    .    0         !
 1983.4!                         +*           !!         .    .  0 .         !
 1984.1!                          + *         !!         .    .   0.         !
 1984.2!                           +*         !!         .    .0   .         !
 1984.3!                            +*        !!         .    .  0 .         !
 1984.4!                    *        +        !!0        .    .    .         !
 1985.1!                    + *               !!         .    .   0.         !
 1985.2!                    * +               !!         .0   .    .         !
 1985.3!                    +       *         !!         .    .    .        0!
 1985.4!                            +*        !!         .    . 0  .         !
 1986.1!                             +    *   !!         .    .    .   0     !
 1986.2!                                 +  * !!         .    .    0         !
 1986.3!                               *    + !!       0 .    .    .         !
 1986.4!                         *     +      !!    0    .    .    .         !
 1987.1!                          +           !!         .    .0   .         !
 1987.2!                           +*         !!         .    .  0 .         !
 1987.3!                         *  +         !!         0    .    .         !
 1987.4!                          +  *        !!         .    .    0         !
 1988.1!                           * +        !!         . 0  .    .         !
 1988.2!                           + *        !!         .    .  0 .         !
 1988.3!                             +*       !!         .    . 0  .         !
 1988.4!                              +     * !!         .    .    .    0    !
 1989.1!                                  *+  !!         .  0 .    .         !
 1989.2!                               * +    !!         .0   .    .         !
 1989.3!                               +*     !!         .    . 0  .         !
 1989.4!                               +   *  !!         .    .    .0        !
 1990.1!                               *  +   !!         0    .    .         !
 1990.2!                               + *    !!         .    .  0 .         !
 1990.3!                                +  *  !!         .    .   0.         !
 1990.4!                                  +*  !!         .    .0   .         !
 1991.1!                                  +   !!         .    0    .         !
 1991.2!                                  +  *!!         .    .   0.         !
 1991.3!                                    +*!!         .    . 0  .         !
 1991.4!                                    + *!         .    .  0 .         !
 1992.1!                                     +!!         .    0    .         !
 1992.2!                                   *+ !!         .  0 .    .         !
 1992.3!                                  +   !!         .    0    .         !
 1992.4!                                  +*  !!         .    . 0  .         !
 1993.1!                                   +  !!         .    0    .         !
 1993.2!                                  +*  !!         .    .0   .         !
 1993.3!                                  +*  !!         .    0    .         !
 1993.4!                                 *+   !!         .  0 .    .         !
 1994.1!                             *  +     !!         0    .    .         !
 1994.2!                             + *      !!         .    .  0 .         !
 1994.3!                               + *    !!         .    .  0 .         !
 1994.4!                               *+     !!         .  0 .    .         !
 1995.1!                               + *    !!         .    .   0.         !
 1995.2!                                 +    !!         .    0    .         !
 1995.3!                                 +    !!         .    0    .         !
 1995.4!                                +     !!         .    0    .         !
 1996.1!                              * +     !!         . 0  .    .         !
 1996.2!                              + *     !!         .    . 0  .         !
 1996.3!                               +*     !!         .    . 0  .         !
 1996.4!                                +     !!         .    0    .         !
 1997.1!                                + *   !!         .    .   0.         !
 1997.2!                                 *+   !!         .   0.    .         !
 1997.3!                                 +    !!         .    0    .         !
 1997.4!                                 +*   !!         .    . 0  .         !
 1998.1!                                  +   *!         .    .    . 0       !
 1998.2!                                    *+!!         .  0 .    .         !
 1998.3!                                    + !!         .    0    .         !
 1998.4!                                   + *!!         .    . 0  .         !
 1999.1!                                    + *!         .    .  0 .         !
 1999.2!                                     +!!         .   0.    .         !
 1999.3!                                    + !!         .    0    .         !
 1999.4!                                   +* !!         .    . 0  .         !
 2000.1!                                    + !!         .    0    .         !
 2000.2!                                   + *!!         .    .  0 .         !
 2000.3!                                    + !!         .   0.    .         !
 2000.4!                                   + *!!         .    .  0 .         !
 2001.1!                                    + !!         .    0    .         !
 2001.2!                                   *+ !!         .  0 .    .         !
 2001.3!                                 *+   !!         .  0 .    .         !
 2001.4!                                 + *  !!         .    . 0  .         !
 2002.1!                                  +   !!         .   0.    .         !
 2002.2!                                 +    !!         .    0    .         !
 2002.3!                                 +  * !!         .    .    0         !
 2002.4!                                  *+  !!         .  0 .    .         !
 2003.1!                                  +   !!         .    0    .         !
 2003.2!                                  +*  !!         .    .0   .         !
 2003.3!                                *  +  !!         .0   .    .         !
 2003.4!                                +*    !!         .    .0   .         !
 2004.1!                               * +    !!         . 0  .    .         !
 2004.2!                               +      !!         .   0.    .         !
 2004.3!                              *+      !!         .  0 .    .         !
 2004.4!                              +       !!         .    0    .         !
 2005.1!                             *+       !!         .  0 .    .         !
 2005.2!                             +*       !!         .    .0   .         !
 2005.3!                           *  +       !!        0.    .    .         !
 2005.4!                           +  *       !!         .    .   0.         !
 2006.1!                            * +       !!         .0   .    .         !
 2006.2!                            +   *     !!         .    .    .0        !
 2006.3!                         *      +     !!    0    .    .    .         !
 2006.4!                          + *         !!         .    .  0 .         !
 2007.1!                            +  *      !!         .    .    0         !
 2007.2!                           *   +      !!       0 .    .    .         !
 2007.3!                           + *        !!         .    .  0 .         !
 2007.4!                            * +       !!         .  0 .    .         !
 2008.1!                             +        !!         .    0    .         !
 2008.2!                             +*       !!         .    .0   .         !
 2008.3!                              +*      !!         .    . 0  .         !
 2008.4!                              *+      !!         .  0 .    .         !
 2009.1!                               +*     !!         .    .  0 .         !
 2009.2!                         *      +     !!  0      .    .    .         !
 2009.3!                          +    *      !!         .    .    .   0     !
 2009.4!                           *   +      !!       0 .    .    .         !
 2010.1!                          * +         !!         . 0  .    .         !
 2010.2!                          +           !!         .   0.    .         !
 2010.3!                           +*         !!         .    .  0 .         !
 2010.4!                            +*        !!         .    .0   .         !
 2011.1!                           * +        !!         .0   .    .         !
 2011.2!                           +*         !!         .    .0   .         !
 2011.3!                         *  +         !!         0    .    .         !
 2011.4!                          +  *        !!         .    .    0         !
 2012.1!                             +*       !!         .    0    .         !
 2012.2!                          *   +       !!        0.    .    .         !
 2012.3!                           +  *       !!         .    .    0         !
 2012.4!                            * +       !!         .0   .    .         !


     25.84 percent of the residuals exceed 1 SE
      5.62 percent of the residuals exceed 2 SE
@@EQ 2900 LAAVINI C LAVINI(-1) PVINI;SMPL 1995.3 2012.4;OLS;EST 2900 PLOT=0;EN
@@EQ 2901 LAAALNI C LAALNI(-1) PALNI;SMPL 1995.3 2012.4;OLS;EST 2901 PLOT=0;EN
@@EQ 2902 LAAIANI C LAIANI(-1) PIANI;SMPL 1988.1 2012.4;OLS;EST 2902 PLOT=0;EN
@@EQ 2903 LAAINNI C LAINNI(-1) PINNI;SMPL 2000.3 2012.4;OLS;EST 2903 PLOT=0;EN
@@EQ 2904 LAAIQNI C LAIQNI(-1) PIQNI;SMPL 2003.3 2012.4;OLS;EST 2904 PLOT=0;EN
@@EQ 2905 LAAKUNI C LAKUNI(-1) PKUNI;SMPL 2000.3 2012.4;OLS;EST 2905 PLOT=0;EN
@@EQ 2906 LAALINI C LALINI(-1) PLINI;SMPL 2013.1 2012.4;OLS;EST 2906 PLOT=0;EN
@@EQ 2907 LAAUANI C LAUANI(-1) PUANI;SMPL 1988.3 2012.4;OLS;EST 2907 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSAL=USPX$/ALPMM;                                                      
 GENR LAAUSAL=LOG(AAUSAL+.00001);                                             
 GENR LAUSAL=LOG(AUSAL+.00001);                                               
 LHS AAUSAL=EXP(LAAUSAL)-.00001;                                              
  EQ 2908 LAAUSAL C LAUSAL(-1) PUSAL;                                         
EQUATION 1558  LAAUSAL  
   RHS     C  LAUSAL(-1)  PUSAL  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1558 PLOT=0;END;                                                     

Equation number = 1558
**********************

Dependent variable = LAAUSAL 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.743064514

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.829016927       0.287385272  -2.88469     1.000000
15083 LAUSAL  ( -1)       0.659875945       0.055783916  11.82914    -2.741725
15081 PUSAL   (  0)      -0.096387758       0.222667804  -0.43288     1.087789

SE of equation            =     0.321691799
Sum of squared residuals  =  19.1448385       0.116604504E-10
Average absolute error    =     0.248044978
Sum of ABS residuals      =  46.6324559    
R squared                 =   0.43098
Durbin-Watson statistic   =   2.37670
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!           +        *                 !!         .    .    . 0       !
 1966.2!                   +        *         !!         .    .    . 0       !
 1966.3!                         + *          !!         .    . 0  .         !
 1966.4!                        +           * !!         .    .    .   0     !
 1967.1!                      *       +       !!        0.    .    .         !
 1967.2!                    *+                !!         .   0.    .         !
 1967.3! *                 +                  !0         .    .    .         !
 1967.4!       +        *                     !!         .    .    . 0       !
 1968.1!                 +  *                 !!         .    . 0  .         !
 1968.2!                    +   *             !!         .    .  0 .         !
 1968.3!                      +  *            !!         .    .  0 .         !
 1968.4!            *          +              !!     0   .    .    .         !
 1969.1!              +                       !!         .    0    .         !
 1969.2!               +        *             !!         .    .    . 0       !
 1969.3!                     *+               !!         .   0.    .         !
 1969.4!                *   +                 !!         . 0  .    .         !
 1970.1!                 +   *                !!         .    .  0 .         !
 1970.2!         *          +                 !!     0   .    .    .         !
 1970.3!          * +                         !!         .   0.    .         !
 1970.4!             + *                      !!         .    .0   .         !
 1971.1!                +        *            !!         .    .    .  0      !
 1971.2!          *            +              !!   0     .    .    .         !
 1971.3!             +        *               !!         .    .    .  0      !
 1971.4!           *         +                !!      0  .    .    .         !
 1972.1!             +         *              !!         .    .    .  0      !
 1972.2!             *       +                !!       0 .    .    .         !
 1972.3!               +                      !!         .    0    .         !
 1972.4!                +   *                 !!         .    .   0.         !
 1973.1!                 *  +                 !!         .  0 .    .         !
 1973.2!                  +  *                !!         .    . 0  .         !
 1973.3!                    +                 !!         .    0    .         !
 1973.4!                    +     *           !!         .    .    0         !
 1974.1!                       + *            !!         .    . 0  .         !
 1974.2!                       +*             !!         .    .0   .         !
 1974.3!                  *   +               !!         .0   .    .         !
 1974.4!                  +    *              !!         .    .   0.         !
 1975.1!                    *+                !!         .   0.    .         !
 1975.2!                    +          *      !!         .    .    .   0     !
 1975.3!                          *+          !!         .    0    .         !
 1975.4!                        +        *    !!         .    .    .  0      !
 1976.1!                 *          +         !!     0   .    .    .         !
 1976.2!                 +            *       !!         .    .    .     0   !
 1976.3!                          +           !!         .    0    .         !
 1976.4!                        +*            !!         .    .0   .         !
 1977.1!                     * +              !!         .   0.    .         !
 1977.2!                    +*                !!         .    0    .         !
 1977.3!                    +   *             !!         .    .  0 .         !
 1977.4!                    * +               !!         .   0.    .         !
 1978.1!               *    +                 !!         .0   .    .         !
 1978.2!                +*                    !!         .    0    .         !
 1978.3!                *+                    !!         .   0.    .         !
 1978.4!            *    +                    !!         .0   .    .         !
 1979.1!              +   *                   !!         .    .  0 .         !
 1979.2!         *        +                   !!      0  .    .    .         !
 1979.3!            +  *                      !!         .    . 0  .         !
 1979.4!                +*                    !!         .    .0   .         !
 1980.1!                  +*                  !!         .    .0   .         !
 1980.2!                   +                  !!         .    0    .         !
 1980.3!                *  +                  !!         . 0  .    .         !
 1980.4!              *  +                    !!         .  0 .    .         !
 1981.1!               +       *              !!         .    .    .0        !
 1981.2!                *    +                !!         .0   .    .         !
 1981.3!              * +                     !!         .  0 .    .         !
 1981.4!               +     *                !!         .    .    0         !
 1982.1!                    +     *           !!         .    .    0         !
 1982.2!                       +              !!         .    0    .         !
 1982.3!              *      +                !!        0.    .    .         !
 1982.4!               +          *           !!         .    .    .   0     !
 1983.1!                 *     +              !!         0    .    .         !
 1983.2!                 + *                  !!         .    .0   .         !
 1983.3!              *   +                   !!         . 0  .    .         !
 1983.4!         *     +                      !!         0    .    .         !
 1984.1!        *   +                         !!         . 0  .    .         !
 1984.2!      *    +                          !!         .0   .    .         !
 1984.3!          +      *                    !!         .    .    .0        !
 1984.4!              *  +                    !!         .  0 .    .         !
 1985.1!           *   +                      !!         . 0  .    .         !
 1985.2!            *+                        !!         .   0.    .         !
 1985.3!       *     +                        !!        0.    .    .         !
 1985.4!         *+                           !!         .   0.    .         !
 1986.1!            +  *                      !!         .    .  0 .         !
 1986.2!              * +                     !!         .   0.    .         !
 1986.3!                +   *                 !!         .    .  0 .         !
 1986.4!          *        +                  !!       0 .    .    .         !
 1987.1!             +    *                   !!         .    .   0.         !
 1987.2!                  +                   !!         .    0    .         !
 1987.3!                * +                   !!         .  0 .    .         !
 1987.4!                 +   *                !!         .    .   0.         !
 1988.1!                    +       *         !!         .    .    . 0       !
 1988.2!                         + *          !!         .    . 0  .         !
 1988.3!                        +             !!         .    0    .         !
 1988.4!                      +    *          !!         .    .   0.         !
 1989.1!                   *    +             !!         .0   .    .         !
 1989.2!                   +      *           !!         .    .    .0        !
 1989.3!                       +    *         !!         .    .   0.         !
 1989.4!                        +             !!         .    0    .         !
 1990.1!                      + *             !!         .    . 0  .         !
 1990.2!                      +   *           !!         .    .  0 .         !
 1990.3!                        +    *        !!         .    .    0         !
 1990.4!                          +    *      !!         .    .   0.         !
 1991.1!                           +          !!         .    0    .         !
 1991.2!                      * +             !!         .  0 .    .         !
 1991.3!                     +   *            !!         .    .   0.         !
 1991.4!                       +  *           !!         .    . 0  .         !
 1992.1!                       +    *         !!         .    .   0.         !
 1992.2!                         + *          !!         .    . 0  .         !
 1992.3!                     *  +             !!         . 0  .    .         !
 1992.4!                    +      *          !!         .    .    .0        !
 1993.1!                        +     *       !!         .    .    0         !
 1993.2!                          +    *      !!         .    .  0 .         !
 1993.3!                          +           !!         .   0.    .         !
 1993.4!                       +       *      !!         .    .    . 0       !
 1994.1!                           +          *!         .    .    .   0     !
 1994.2!                           *   +      !!         . 0  .    .         !
 1994.3!                        +      *      !!         .    .    .0        !
 1994.4!                           +*         !!         .    .0   .         !
 1995.1!                        +*            !!         .    0    .         !
 1995.2!                       + *            !!         .    . 0  .         !
 1995.3!                      *+              !!         .    0    .         !
 1995.4!                     +  *             !!         .    . 0  .         !
 1996.1!                      + *             !!         .    . 0  .         !
 1996.2!                      + *             !!         .    .0   .         !
 1996.3!                      + *             !!         .    . 0  .         !
 1996.4!                      +               !!         .    0    .         !
 1997.1!                   * +                !!         .   0.    .         !
 1997.2!                   +   *              !!         .    .  0 .         !
 1997.3!                     +  *             !!         .    .  0 .         !
 1997.4!                      +*              !!         .    0    .         !
 1998.1!                     + *              !!         .    . 0  .         !
 1998.2!                  *  +                !!         .  0 .    .         !
 1998.3!                  +*                  !!         .    .0   .         !
 1998.4!                *  +                  !!         .  0 .    .         !
 1999.1!               * +                    !!         .  0 .    .         !
 1999.2!             *  +                     !!         .  0 .    .         !
 1999.3!              *+                      !!         .   0.    .         !
 1999.4!            *   +                     !!         . 0  .    .         !
 2000.1!              +*                      !!         .    .0   .         !
 2000.2!                +  *                  !!         .    . 0  .         !
 2000.3!                  +          *        !!         .    .    .   0     !
 2000.4!                         +            !!         .    0    .         !
 2001.1!                       +  *           !!         .    .  0 .         !
 2001.2!                       +    *         !!         .    .   0.         !
 2001.3!                *       +             !!       0 .    .    .         !
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 2002.3!        *               +             !! 0       .    .    .         !
 2002.4!           +         *                !!         .    .    .  0      !
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 2008.3!*            +                        !!    0    .    .    .         !
 2008.4!  *    +                              !!         .0   .    .         !
 2009.1!     *  +                             !!         . 0  .    .         !
 2009.2!      *   +                           !!         . 0  .    .         !
 2009.3!        * +                           !!         .  0 .    .         !
 2009.4!        *   +                         !!         .0   .    .         !
 2010.1!        *  +                          !!         . 0  .    .         !
 2010.2!      *    +                          !!         .0   .    .         !
 2010.3!      *   +                           !!         .0   .    .         !
 2010.4!         *+                           !!         .   0.    .         !
 2011.1!         *  +                         !!         .  0 .    .         !
 2011.2!             +*                       !!         .    .0   .         !
 2011.3!           *    +                     !!         .0   .    .         !
 2011.4!  *           +                       !!     0   .    .    .         !
 2012.1!        +*                            !!         .    .0   .         !
 2012.2!         *  +                         !!         .  0 .    .         !
 2012.3*            +                         !!   0     .    .    .         !
 2012.4!  *   +                               !!         . 0  .    .         !


     28.72 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCAAL=CAPX$/ALPMM;                                                      
 GENR LAACAAL=LOG(AACAAL+.00001);                                             
 GENR LACAAL=LOG(ACAAL+.00001);                                               
 LHS AACAAL=EXP(LAACAAL)-.00001;                                              
  EQ 2909 LAACAAL C LACAAL(-1) PCAAL;                                         
EQUATION 1559  LAACAAL  
   RHS     C  LACAAL(-1)  PCAAL  
 SMPL 1969.4 2012.4;                                                          
Sample period is now  1969.4 to  2012.4 Internally:    72 to   244
 OLS;EST 1559 PLOT=0;END;                                                     

Equation number = 1559
**********************

Dependent variable = LAACAAL 

 1969.4 -   2012.4,    0 missing obs.,  173 obs. used.

Mean of dependent variable       -3.827596309

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.671566169       0.450735882  -1.48993     1.000000
15086 LACAAL  ( -1)       0.528424945       0.064233771   8.22659    -3.835531
15084 PCAAL   (  0)      -1.155887062       0.483236637  -2.39197     0.976946

SE of equation            =     0.598273754
Sum of squared residuals  =  60.8483525       0.101385567E-10
Average absolute error    =     0.424862957
Sum of ABS residuals      =  73.5012916    
R squared                 =   0.37017
Durbin-Watson statistic   =   2.31086
SMPL and No. Obs.         = 1969.4   2012.4    173

Plot of actual(*) and fitted(+) values and residuals(0)


 1969.4!               +                      !!           .  0  .           !
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 2002.4!              *           +           !!       0   .  .  .           !
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 2003.3!                      *    +          !!           0  .  .           !
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 2004.1!                *     +               !!          0.  .  .           !
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 2007.2!                    +*                !!           .  .0 .           !
 2007.3!                      + *             !!           .  .0 .           !
 2007.4!                     * +              !!           . 0.  .           !
 2008.1!                     +  *             !!           .  . 0.           !
 2008.2!                       + *            !!           .  .0 .           !
 2008.3!                      *+              !!           .  0  .           !
 2008.4!                      *+              !!           . 0.  .           !
 2009.1!                  *    +              !!           0  .  .           !
 2009.2!                *    +                !!           0  .  .           !
 2009.3!             *      +                 !!          0.  .  .           !
 2009.4!                * +                   !!           . 0.  .           !
 2010.1!                *  +                  !!           .0 .  .           !
 2010.2!                 *+                   !!           . 0.  .           !
 2010.3!             *      +                 !!          0.  .  .           !
 2010.4!         *       +                    !!          0.  .  .           !
 2011.1!       *       +                      !!         0 .  .  .           !
 2011.2!          *   +                       !!           .0 .  .           !
 2011.3!             * +                      !!           . 0.  .           !
 2011.4!              *  +                    !!           .0 .  .           !
 2012.1*                 +                    !!    0      .  .  .           !
 2012.2!         +         *                  !!           .  .  . 0         !
 2012.3!     *              +                 !!      0    .  .  .           !
 2012.4!             +       *                !!           .  .  . 0         !


     21.97 percent of the residuals exceed 1 SE
      5.78 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJAAL=JAPX$/ALPMM;                                                      
 GENR LAAJAAL=LOG(AAJAAL+.00001);                                             
 GENR LAJAAL=LOG(AJAAL+.00001);                                               
 LHS AAJAAL=EXP(LAAJAAL)-.00001;                                              
  EQ 2910 LAAJAAL C LAJAAL(-1) PJAAL;                                         
EQUATION 1560  LAAJAAL  
   RHS     C  LAJAAL(-1)  PJAAL  
 SMPL 1969.4 2012.4;                                                          
Sample period is now  1969.4 to  2012.4 Internally:    72 to   244
 OLS;EST 1560 PLOT=0;END;                                                     

Equation number = 1560
**********************

Dependent variable = LAAJAAL 

 1969.4 -   2012.4,    0 missing obs.,  173 obs. used.

Mean of dependent variable       -3.686778154

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.218920884       0.303252300  -4.01949     1.000000
15089 LAJAAL  ( -1)       0.629087172       0.059745383  10.52947    -3.685111
15087 PJAAL   (  0)      -0.119944735       0.182327385  -0.65785     1.247249

SE of equation            =     0.459467780
Sum of squared residuals  =  35.8888089      -0.921041021E-11
Average absolute error    =     0.322151779
Sum of ABS residuals      =  55.7322578    
R squared                 =   0.40061
Durbin-Watson statistic   =   2.29907
SMPL and No. Obs.         = 1969.4   2012.4    173

Plot of actual(*) and fitted(+) values and residuals(0)


 1969.4!                        +         *   !!           .  .  .   0       !
 1970.1!              *               +       !!  0        .  .  .           !
 1970.2!                * +                   !!           . 0.  .           !
 1970.3!               *   +                  !!           0  .  .           !
 1970.4!                  +   *               !!           .  .  0           !
 1971.1!                       +              !!           .  0  .           !
 1971.2!                       +      *       !!           .  .  . 0         !
 1971.3!                            +         !!           .  0  .           !
 1971.4!                  *        +          !!        0  .  .  .           !
 1972.1!             *       +                !!         0 .  .  .           !
 1972.2*                 +                    !! 0         .  .  .           !
 1972.3!        +               *             !!           .  .  .       0   !
 1972.4!                 *      +             !!         0 .  .  .           !
 1973.1!                 *  +                 !!           .0 .  .           !
 1973.2!                *   +                 !!           0  .  .           !
 1973.3!                   +  *               !!           .  . 0.           !
 1973.4!                       +*             !!           .  .0 .           !
 1974.1!                       *+             !!           . 0.  .           !
 1974.2!                        +  *          !!           .  . 0.           !
 1974.3!                       *  +           !!           .0 .  .           !
 1974.4!                        +    *        !!           .  .  .0          !
 1975.1!                           + *        !!           .  .0 .           !
 1975.2!                        *   +         !!           .0 .  .           !
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 1993.3!                           +          !!           .  .0 .           !
 1993.4!                         *+           !!           . 0.  .           !
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 2000.4!                *    +                !!          0.  .  .           !
 2001.1!             *     +                  !!         0 .  .  .           !
 2001.2!                 +*                   !!           .  0  .           !
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 2001.4!                      +               !!           .  0  .           !
 2002.1!                 *     +              !!          0.  .  .           !
 2002.2!                   *+                 !!           . 0.  .           !
 2002.3!                     +                !!           .  0  .           !
 2002.4!                     *+               !!           . 0.  .           !
 2003.1!                    * +               !!           .0 .  .           !
 2003.2!                      +*              !!           .  0  .           !
 2003.3!                       *+             !!           .  0  .           !
 2003.4!                        +             !!           .  0  .           !
 2004.1!                        *+            !!           .  0  .           !
 2004.2!                         +            !!           .  0  .           !
 2004.3!                         + *          !!           .  .0 .           !
 2004.4!                           +          !!           .  0  .           !
 2005.1!                         * +          !!           .0 .  .           !
 2005.2!                         +  *         !!           .  . 0.           !
 2005.3!                          *+          !!           . 0.  .           !
 2005.4!                         *+           !!           . 0.  .           !
 2006.1!                      *  +            !!           0  .  .           !
 2006.2!                       +              !!           .  0  .           !
 2006.3!                        +             !!           . 0.  .           !
 2006.4!                         +*           !!           .  .0 .           !
 2007.1!                          +  *        !!           .  . 0.           !
 2007.2!                            +*        !!           .  .0 .           !
 2007.3!                            + *       !!           .  .0 .           !
 2007.4!                            *+        !!           . 0.  .           !
 2008.1!                           +          !!           .  0  .           !
 2008.2!                           +*         !!           .  .0 .           !
 2008.3!                          * +         !!           . 0.  .           !
 2008.4!                          +    *      !!           .  .  .0          !
 2009.1!                            *+        !!           . 0.  .           !
 2009.2!                    *      +          !!        0  .  .  .           !
 2009.3!                      +*              !!           .  .0 .           !
 2009.4!                        +*            !!           .  0  .           !
 2010.1!                         + *          !!           .  .0 .           !
 2010.2!                           +          !!           .  .0 .           !
 2010.3!                           +*         !!           .  .0 .           !
 2010.4!                         * +          !!           . 0.  .           !
 2011.1!                      *   +           !!           .0 .  .           !
 2011.2!                    *   +             !!           0  .  .           !
 2011.3!                    * +               !!           . 0.  .           !
 2011.4!                   *   +              !!           0  .  .           !
 2012.1!                     +*               !!           .  0  .           !
 2012.2!                   *   +              !!           0  .  .           !
 2012.3!                   *  +               !!           .0 .  .           !
 2012.4!                    * +               !!           . 0.  .           !


     22.54 percent of the residuals exceed 1 SE
      5.20 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUAL=AUPX$/ALPMM;                                                      
 GENR LAAAUAL=LOG(AAAUAL+.00001);                                             
 GENR LAAUAL=LOG(AAUAL+.00001);                                               
 LHS AAAUAL=EXP(LAAAUAL)-.00001;                                              
  EQ 2911 LAAAUAL C LAAUAL(-1) PAUAL;                                         
EQUATION 1561  LAAAUAL  
   RHS     C  LAAUAL(-1)  PAUAL  
 SMPL 1968.4 2012.4;                                                          
Sample period is now  1968.4 to  2012.4 Internally:    68 to   244
 OLS;EST 1561 PLOT=0;END;                                                     

Equation number = 1561
**********************

Dependent variable = LAAAUAL 

 1968.4 -   2012.4,    0 missing obs.,  177 obs. used.

Mean of dependent variable       -4.712608081

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.778603826       0.379446333  -2.05195     1.000000
15092 LAAUAL  ( -1)       0.782756835       0.047072695  16.62868    -4.712174
15090 PAUAL   (  0)      -0.257299328       0.346383037  -0.74282     0.954210

SE of equation            =     0.329292926
Sum of squared residuals  =  18.8674866      -0.116973098E-11
Average absolute error    =     0.251585288
Sum of ABS residuals      =  44.5305960    
R squared                 =   0.61892
Durbin-Watson statistic   =   2.47501
SMPL and No. Obs.         = 1968.4   2012.4    177

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.4!            *+                        !!          .  0.   .          !
 1969.1!           * +                        !!          . 0 .   .          !
 1969.2!        *    +                        !!          0   .   .          !
 1969.3!       *  +                           !!          . 0 .   .          !
 1969.4!          +        *                  !!          .   .   .  0       !
 1970.1!                  *+                  !!          .  0.   .          !
 1970.2!    *             +                   !!   0      .   .   .          !
 1970.3!   *   +                              !!          .0  .   .          !
 1970.4!      +        *                      !!          .   .   .  0       !
 1971.1!   *            +                     !!    0     .   .   .          !
 1971.2!    *  +                              !!          . 0 .   .          !
 1971.3!  *    +                              !!          0   .   .          !
 1971.4!     +              *                 !!          .   .   .      0   !
 1972.1*                   +                  !0          .   .   .          !
 1972.2!   +       *                          !!          .   .   . 0        !
 1972.3!           *+                         !!          .  0.   .          !
 1972.4!        *    +                        !!          0   .   .          !
 1973.1!         *+                           !!          .  0.   .          !
 1973.2!         *+                           !!          .  0.   .          !
 1973.3!        *  +                          !!          . 0 .   .          !
 1973.4!         *+                           !!          .   0   .          !
 1974.1!           +    *                     !!          .   .  0.          !
 1974.2!                +                     !!          .   0   .          !
 1974.3*                 +                    !! 0        .   .   .          !
 1974.4!   +   *                              !!          .   .  0.          !
 1975.1!         + *                          !!          .   .0  .          !
 1975.2!      *     +                         !!          0   .   .          !
 1975.3!         +      *                     !!          .   .   .0         !
 1975.4!      *          +                    !!      0   .   .   .          !
 1976.1!     *  +                             !!          .0  .   .          !
 1976.2!     *  +                             !!          . 0 .   .          !
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 1976.4!            +                         !!          .   0   .          !
 1977.1!  *          +                        !!     0    .   .   .          !
 1977.2!     +      *                         !!          .   .   .0         !
 1977.3!        *    +                        !!          0   .   .          !
 1977.4!          +  *                        !!          .   .  0.          !
 1978.1!              +    *                  !!          .   .   0          !
 1978.2!                  +      *            !!          .   .   . 0        !
 1978.3!                     * +              !!          . 0 .   .          !
 1978.4!                *   +                 !!          .0  .   .          !
 1979.1!                + *                   !!          .   .0  .          !
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 1979.3!                    +*                !!          .   .0  .          !
 1979.4!                    +   *             !!          .   .  0.          !
 1980.1!                      +  *            !!          .   . 0 .          !
 1980.2!                  *    +              !!          0   .   .          !
 1980.3!                  +  *                !!          .   . 0 .          !
 1980.4!                 *  +                 !!          . 0 .   .          !
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 1981.3!                  +    *              !!          .   .   0          !
 1981.4!                      +  *            !!          .   .  0.          !
 1982.1!                   *    +             !!          0   .   .          !
 1982.2!                   +   *              !!          .   .  0.          !
 1982.3!                    * +               !!          . 0 .   .          !
 1982.4!                    +  *              !!          .   . 0 .          !
 1983.1!                      +     *         !!          .   .   .0         !
 1983.2!                         *+           !!          .  0.   .          !
 1983.3!                        +*            !!          .   .0  .          !
 1983.4!                      * +             !!          .  0.   .          !
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 1984.2!                       +      *       !!          .   .   . 0        !
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 1984.4!                              +  *    !!          .   . 0 .          !
 1985.1!                              +  *    !!          .   . 0 .          !
 1985.2!                              +      *!!          .   .   . 0        !
 1985.3!                                 +    *!          .   .   0          !
 1985.4!                                  +*  !!          .   .0  .          !
 1986.1!                               +  *   !!          .   . 0 .          !
 1986.2!                              +*      !!          .   .0  .          !
 1986.3!                            + *       !!          .   . 0 .          !
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 1987.1!                       *    +         !!          0   .   .          !
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 1987.4!                        +             !!          .   0   .          !
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 1988.4!                             *   +    !!          .0  .   .          !
 1989.1!                       *  +           !!          .0  .   .          !
 1989.2!                      +  *            !!          .   . 0 .          !
 1989.3!                       +  *           !!          .   . 0 .          !
 1989.4!                        +*            !!          .   .0  .          !
 1990.1!                 *     +              !!         0.   .   .          !
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 1990.3!                    +     *           !!          .   .   .0         !
 1990.4!                        +      *      !!          .   .   . 0        !
 1991.1!                          * +         !!          . 0 .   .          !
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 1991.3!                        *+            !!          .   0   .          !
 1991.4!                       +*             !!          .   .0  .          !
 1992.1!                      +     *         !!          .   .   0          !
 1992.2!                 *       +            !!        0 .   .   .          !
 1992.3!                 +             *      !!          .   .   .      0   !
 1992.4!                            +   *     !!          .   .   0          !
 1993.1!                          *  +        !!          . 0 .   .          !
 1993.2!                   *   +              !!          0   .   .          !
 1993.3!                  +     *             !!          .   .   .0         !
 1993.4!                      +       *       !!          .   .   . 0        !
 1994.1!                          +   *       !!          .   .  0.          !
 1994.2!                           +   *      !!          .   .  0.          !
 1994.3!                           +  *       !!          .   . 0 .          !
 1994.4!                          +      *    !!          .   .   .0         !
 1995.1!                  *          +        !!      0   .   .   .          !
 1995.2!                 +                    !!          .   0   .          !
 1995.3!                +   *                 !!          .   .  0.          !
 1995.4!                  + *                 !!          .   .0  .          !
 1996.1!  *                +                  !!  0       .   .   .          !
 1996.2!     +                                !!          .   0   .          !
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 1997.3!  *      +                            !!         0.   .   .          !
 1997.4!     + *                              !!          .   .0  .          !
 1998.1!         +*                           !!          .   .0  .          !
 1998.2!        *  +                          !!          .0  .   .          !
 1998.3!       *  +                           !!          . 0 .   .          !
 1998.4!         +    *                       !!          .   .   0          !
 1999.1!         *    +                       !!          0   .   .          !
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 1999.3!            * +                       !!          .  0.   .          !
 1999.4!             +  *                     !!          .   . 0 .          !
 2000.1!              * +                     !!          . 0 .   .          !
 2000.2!              +       *               !!          .   .   . 0        !
 2000.3!             *       +                !!        0 .   .   .          !
 2000.4!            * +                       !!          .  0.   .          !
 2001.1!          *  +                        !!          . 0 .   .          !
 2001.2!            +     *                   !!          .   .   .0         !
 2001.3!                  +*                  !!          .   .0  .          !
 2001.4!                  +    *              !!          .   .   0          !
 2002.1!      *               +               !!  0       .   .   .          !
 2002.2!       *+                             !!          .  0.   .          !
 2002.3!         + *                          !!          .   .0  .          !
 2002.4!            + *                       !!          .   . 0 .          !
 2003.1!        *      +                      !!         0.   .   .          !
 2003.2!         +  *                         !!          .   . 0 .          !
 2003.3!            *+                        !!          .  0.   .          !
 2003.4!            +*                        !!          .   .0  .          !
 2004.1!              + *                     !!          .   .0  .          !
 2004.2!           *   +                      !!          .0  .   .          !
 2004.3!            +*                        !!          .   .0  .          !
 2004.4!            *+                        !!          .   0   .          !
 2005.1!        *    +                        !!          0   .   .          !
 2005.2!         +          *                 !!          .   .   .   0      !
 2005.3!              *    +                  !!          0   .   .          !
 2005.4!               + *                    !!          .   . 0 .          !
 2006.1!           *     +                    !!          0   .   .          !
 2006.2!            + *                       !!          .   . 0 .          !
 2006.3!              +                       !!          .  0.   .          !
 2006.4!              +  *                    !!          .   .  0.          !
 2007.1!               * +                    !!          .  0.   .          !
 2007.2!               + *                    !!          .   . 0 .          !
 2007.3!                 +*                   !!          .   .0  .          !
 2007.4!                 +                    !!          .   0   .          !
 2008.1!              *  +                    !!          . 0 .   .          !
 2008.2!              +                       !!          .   0   .          !
 2008.3!        *     +                       !!         0.   .   .          !
 2008.4!         + *                          !!          .   .0  .          !
 2009.1!  *         +                         !!       0  .   .   .          !
 2009.2!     +   *                            !!          .   .  0.          !
 2009.3!       *  +                           !!          . 0 .   .          !
 2009.4!         +         *                  !!          .   .   .   0      !
 2010.1!            *     +                   !!          0   .   .          !
 2010.2!       *     +                        !!         0.   .   .          !
 2010.3!         + *                          !!          .   . 0 .          !
 2010.4!          * +                         !!          . 0 .   .          !
 2011.1!         * +                          !!          .  0.   .          !
 2011.2!  *        +                          !!       0  .   .   .          !
 2011.3!     +     *                          !!          .   .   0          !
 2011.4!       *    +                         !!          0   .   .          !
 2012.1!      *  +                            !!          . 0 .   .          !
 2012.2!      * +                             !!          . 0 .   .          !
 2012.3!    *   +                             !!          .0  .   .          !
 2012.4!      +   *                           !!          .   .  0.          !


     25.99 percent of the residuals exceed 1 SE
      5.08 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRAL=FRPX$/ALPMM;                                                      
 GENR LAAFRAL=LOG(AAFRAL+.00001);                                             
 GENR LAFRAL=LOG(AFRAL+.00001);                                               
 LHS AAFRAL=EXP(LAAFRAL)-.00001;                                              
  EQ 2912 LAAFRAL C LAFRAL(-1) PFRAL;                                         
EQUATION 1562  LAAFRAL  
   RHS     C  LAFRAL(-1)  PFRAL  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1562 PLOT=0;END;                                                     

Equation number = 1562
**********************

Dependent variable = LAAFRAL 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -1.256644658

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.112530598       0.115703439  -0.97258     1.000000
15095 LAFRAL  ( -1)       0.912563353       0.025378433  35.95822    -1.249745
15093 PFRAL   (  0)      -0.003296020       0.098602700  -0.03343     1.105149

SE of equation            =     0.107561883
Sum of squared residuals  =  2.14036836       0.920441501E-11
Average absolute error    =     0.081730848
Sum of ABS residuals      =  15.3653995    
R squared                 =   0.87527
Durbin-Watson statistic   =   2.63856
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                     +!!         .    .0   .         !
 1966.2!                                   +* !!         .    . 0  .         !
 1966.3!                                 +   *!!         .    .    0         !
 1966.4!                                 *+   !!         .  0 .    .         !
 1967.1!                               +   *  !!         .    .    .0        !
 1967.2!                                + *   !!         .    . 0  .         !
 1967.3!                                +     *!         .    .    .    0    !
 1967.4!                                   *+ !!         .    0    .         !
 1968.1!                                 + *  !!         .    . 0  .         !
 1968.2!                               *+     !!         . 0  .    .         !
 1968.3!                             + *      !!         .    .  0 .         !
 1968.4!                            *+        !!         .  0 .    .         !
 1969.1!                          +*          !!         .    . 0  .         !
 1969.2!                          +           !!         .    0    .         !
 1969.3!                       * +            !!         .  0 .    .         !
 1969.4!                      +               !!         .   0.    .         !
 1970.1!                     +    *           !!         .    .    .  0      !
 1970.2!                         +            !!         .    .0   .         !
 1970.3!                        + *           !!         .    .   0.         !
 1970.4!                        *+            !!         .  0 .    .         !
 1971.1!                       + *            !!         .    .   0.         !
 1971.2!                      * +             !!         . 0  .    .         !
 1971.3!                 *   +                !!       0 .    .    .         !
 1971.4!                +                     !!         .    0    .         !
 1972.1!       *        +                     !0         .    .    .         !
 1972.2!       +    *                         !!         .    .    .  0      !
 1972.3!           +   *                      !!         .    .    .0        !
 1972.4!               +                      !!         .    0    .         !
 1973.1!               +                      !!         .    .0   .         !
 1973.2!               +*                     !!         .    . 0  .         !
 1973.3!               +*                     !!         .    . 0  .         !
 1973.4!           *    +                     !!      0  .    .    .         !
 1974.1!           +  *                       !!         .    .   0.         !
 1974.2!             +  *                     !!         .    .   0.         !
 1974.3!               *+                     !!         .   0.    .         !
 1974.4!              +                       !!         .    0    .         !
 1975.1!              +   *                   !!         .    .    . 0       !
 1975.2!                * +                   !!         .0   .    .         !
 1975.3!              *+                      !!         .  0 .    .         !
 1975.4!         *    +                       !!      0  .    .    .         !
 1976.1!         +    *                       !!         .    .    . 0       !
 1976.2!         *   +                        !!       0 .    .    .         !
 1976.3!         +  *                         !!         .    .    0         !
 1976.4!          * +                         !!         .0   .    .         !
 1977.1!      *   +                           !!       0 .    .    .         !
 1977.2!      +   *                           !!         .    .    .0        !
 1977.3!        * +                           !!         . 0  .    .         !
 1977.4!        +                             !!         .    0    .         !
 1978.1!    *   +                             !!       0 .    .    .         !
 1978.2!*   +                                 !!      0  .    .    .         !
 1978.3* +                                    !!         .  0 .    .         !
 1978.4*+                                     !!         .  0 .    .         !
 1979.1!+ *                                   !!         .    .  0 .         !
 1979.2!   +   *                              !!         .    .    .  0      !
 1979.3!   *    +                             !!      0  .    .    .         !
 1979.4!   +    *                             !!         .    .    .  0      !
 1980.1!        + *                           !!         .    .   0.         !
 1980.2!          +                           !!         .    0    .         !
 1980.3!      *   +                           !!       0 .    .    .         !
 1980.4!     *+                               !!         . 0  .    .         !
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 1981.3!       +                              !!         .  0 .    .         !
 1981.4!   *   +                              !!        0.    .    .         !
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 1982.2!*   +                                 !!       0 .    .    .         !
 1982.3! +      *                             !!         .    .    .      0  !
 1982.4!        +                             !!         .   0.    .         !
 1983.1!        +   *                         !!         .    .    . 0       !
 1983.2!     *      +                         !!   0     .    .    .         !
 1983.3!      +    *                          !!         .    .    .  0      !
 1983.4!         * +                          !!         .  0 .    .         !
 1984.1!         +                            !!         .    0    .         !
 1984.2!         +*                           !!         .    .0   .         !
 1984.3!          +      *                    !!         .    .    .      0  !
 1984.4!               * +                    !!         .0   .    .         !
 1985.1!             *+                       !!         .   0.    .         !
 1985.2!            *+                        !!         .  0 .    .         !
 1985.3!            +                         !!         .    .0   .         !
 1985.4!           *+                         !!         .   0.    .         !
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 1986.2!           +                          !!         .    0    .         !
 1986.3!           +  *                       !!         .    .   0.         !
 1986.4!            *+                        !!         . 0  .    .         !
 1987.1!            + *                       !!         .    .   0.         !
 1987.2!            * +                       !!         .0   .    .         !
 1987.3!           + *                        !!         .    . 0  .         !
 1987.4!         *  +                         !!         0    .    .         !
 1988.1!       * +                            !!         . 0  .    .         !
 1988.2!  *     +                             !!     0   .    .    .         !
 1988.3!   + *                                !!         .    .  0 .         !
 1988.4!*    +                                !!     0   .    .    .         !
 1989.1! +       *                            !!         .    .    .        0!
 1989.2!      *  +                            !!        0.    .    .         !
 1989.3!     *+                               !!         .  0 .    .         !
 1989.4!     +    *                           !!         .    .    .  0      !
 1990.1!          +   *                       !!         .    .    .0        !
 1990.2!          *  +                        !!         0    .    .         !
 1990.3!          +                           !!         .   0.    .         !
 1990.4!          +                           !!         .    0    .         !
 1991.1!       *  +                           !!         0    .    .         !
 1991.2!       +    *                         !!         .    .    .  0      !
 1991.3!            +                         !!         .    0    .         !
 1991.4!        *   +                         !!        0.    .    .         !
 1992.1!        + *                           !!         .    .  0 .         !
 1992.2!          +  *                        !!         .    .   0.         !
 1992.3!            + *                       !!         .    . 0  .         !
 1992.4!             +                        !!         .   0.    .         !
 1993.1!             +*                       !!         .    .0   .         !
 1993.2!            *+                        !!         .   0.    .         !
 1993.3!           *+                         !!         . 0  .    .         !
 1993.4!        *  +                          !!         .0   .    .         !
 1994.1!         +                            !!         .    0    .         !
 1994.2!         +   *                        !!         .    .    .0        !
 1994.3!         *  +                         !!         0    .    .         !
 1994.4!          +                           !!         .    .0   .         !
 1995.1!          +   *                       !!         .    .    .0        !
 1995.2!            *+                        !!         .  0 .    .         !
 1995.3!            +   *                     !!         .    .    . 0       !
 1995.4!              * +                     !!         . 0  .    .         !
 1996.1!             +*                       !!         .    0    .         !
 1996.2!             +   *                    !!         .    .    .0        !
 1996.3!                +*                    !!         .    .0   .         !
 1996.4!             *  +                     !!         0    .    .         !
 1997.1!             +*                       !!         .    . 0  .         !
 1997.2!              +                       !!         .    0    .         !
 1997.3!         *    +                       !!      0  .    .    .         !
 1997.4!         +   *                        !!         .    .    .0        !
 1998.1!            *+                        !!         .   0.    .         !
 1998.2!            +                         !!         .    0    .         !
 1998.3!            + *                       !!         .    .    0         !
 1998.4!             *+                       !!         .  0 .    .         !
 1999.1!             +*                       !!         .    .  0 .         !
 1999.2!              +                       !!         .    .0   .         !
 1999.3!              + *                     !!         .    .  0 .         !
 1999.4!               +                      !!         .   0.    .         !
 2000.1!              +  *                    !!         .    .    0         !
 2000.2!                + *                   !!         .    . 0  .         !
 2000.3!                *+                    !!         .  0 .    .         !
 2000.4!               +  *                   !!         .    .   0.         !
 2001.1!                 + *                  !!         .    .  0 .         !
 2001.2!                   +                  !!         .    .0   .         !
 2001.3!                  + *                 !!         .    .  0 .         !
 2001.4!               *   +                  !!        0.    .    .         !
 2002.1!               + *                    !!         .    .  0 .         !
 2002.2!               *+                     !!         .  0 .    .         !
 2002.3!              + *                     !!         .    .  0 .         !
 2002.4!                +                     !!         .    0    .         !
 2003.1!               + *                    !!         .    . 0  .         !
 2003.2!               *+                     !!         .  0 .    .         !
 2003.3!               +                      !!         .    .0   .         !
 2003.4!               +                      !!         .    0    .         !
 2004.1!              +                       !!         .   0.    .         !
 2004.2!              +*                      !!         .    . 0  .         !
 2004.3!               +*                     !!         .    .  0 .         !
 2004.4!            *   +                     !!        0.    .    .         !
 2005.1!            +      *                  !!         .    .    .      0  !
 2005.2!            *     +                   !!    0    .    .    .         !
 2005.3!            +                         !!         .    0    .         !
 2005.4!          * +                         !!         . 0  .    .         !
 2006.1!         *+                           !!         .  0 .    .         !
 2006.2!         +*                           !!         .    .0   .         !
 2006.3!       *  +                           !!         .0   .    .         !
 2006.4!      * +                             !!         .  0 .    .         !
 2007.1!     * +                              !!         .  0 .    .         !
 2007.2! *    +                               !!       0 .    .    .         !
 2007.3!  + *                                 !!         .    .  0 .         !
 2007.4!  *  +                                !!         .0   .    .         !
 2008.1!   +                                  !!         .    0    .         !
 2008.2!   +                                  !!         .    0    .         !
 2008.3!    + *                               !!         .    .  0 .         !
 2008.4!      +                               !!         .   0.    .         !
 2009.1!   *  +                               !!         0    .    .         !
 2009.2!   *+                                 !!         . 0  .    .         !
 2009.3!  *+                                  !!         .   0.    .         !
 2009.4!   +*                                 !!         .    .0   .         !
 2010.1!    *+                                !!         .   0.    .         !
 2010.2!  * +                                 !!         0    .    .         !
 2010.3!  +                                   !!         .   0.    .         !
 2010.4!   + *                                !!         .    .   0.         !
 2011.1!    *+                                !!         . 0  .    .         !
 2011.2!   *+                                 !!         .  0 .    .         !
 2011.3!    +                                 !!         .    .0   .         !
 2011.4!    *+                                !!         .  0 .    .         !
 2012.1!    +*                                !!         .    0    .         !
 2012.2*     +                                !!    0    .    .    .         !
 2012.3!+   *                                 !!         .    .    . 0       !
 2012.4!    *+                                !!         .   0.    .         !


     29.26 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEAL=GEPX$/ALPMM;                                                      
 GENR LAAGEAL=LOG(AAGEAL+.00001);                                             
 GENR LAGEAL=LOG(AGEAL+.00001);                                               
 LHS AAGEAL=EXP(LAAGEAL)-.00001;                                              
  EQ 2913 LAAGEAL C LAGEAL(-1) PGEAL;                                         
EQUATION 1563  LAAGEAL  
   RHS     C  LAGEAL(-1)  PGEAL  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1563 PLOT=0;END;                                                     

Equation number = 1563
**********************

Dependent variable = LAAGEAL 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.406782020

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.109125171       0.133745770   0.81591     1.000000
15098 LAGEAL  ( -1)       0.896618199       0.027218686  32.94127    -2.410974
15096 PGEAL   (  0)      -0.376573017       0.135268334  -2.78390     0.940544

SE of equation            =     0.182824784
Sum of squared residuals  =  6.18360682      -0.184208204E-11
Average absolute error    =     0.146481783
Sum of ABS residuals      =  27.5385751    
R squared                 =   0.86200
Durbin-Watson statistic   =   2.61672
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1+     *                                !!        .     .     .   0    !
 1966.2!    *    +                            !!      0 .     .     .        !
 1966.3! *      +                             !!    0   .     .     .        !
 1966.4! *   +                                !!      0 .     .     .        !
 1967.1!     +   *                            !!        .     .     0        !
 1967.2!           *+                         !!        .    0.     .        !
 1967.3!        *     +                       !!     0  .     .     .        !
 1967.4!           + *                        !!        .     .  0  .        !
 1968.1!            *   +                     !!        0     .     .        !
 1968.2!               +     *                !!        .     .     .   0    !
 1968.3!                     * +              !!        .  0  .     .        !
 1968.4!                       +  *           !!        .     .     0        !
 1969.1!                           +*         !!        .     .0    .        !
 1969.2!                          *  +        !!        .0    .     .        !
 1969.3!                           +  *       !!        .     .     0        !
 1969.4!                          *   +       !!       0.     .     .        !
 1970.1!                      *   +           !!        0     .     .        !
 1970.2!                       +  *           !!        .     .    0.        !
 1970.3!                          +  *        !!        .     .    0.        !
 1970.4!                   *         +        !0        .     .     .        !
 1971.1!                    +   *             !!        .     .    0.        !
 1971.2!                        +             !!        .     0     .        !
 1971.3!                        +   *         !!        .     .     0        !
 1971.4!                            + *       !!        .     .   0 .        !
 1972.1!                             +     *  !!        .     .     .  0     !
 1972.2!                                  + * !!        .     .   0 .        !
 1972.3!                                   +  !!        .     0     .        !
 1972.4!                            *     +   !!     0  .     .     .        !
 1973.1!                           +     *    !!        .     .     .  0     !
 1973.2!                               +  *   !!        .     .   0 .        !
 1973.3!                               *+     !!        .  0  .     .        !
 1973.4!                              +*      !!        .     .0    .        !
 1974.1!                              +*      !!        .     . 0   .        !
 1974.2!                             *+       !!        .    0.     .        !
 1974.3!                             +        !!        .     .0    .        !
 1974.4!                             +        !!        .     .0    .        !
 1975.1!                           *+         !!        .   0 .     .        !
 1975.2!                          *+          !!        .   0 .     .        !
 1975.3!                          +     *     !!        .     .     .    0   !
 1975.4!                          *     +     !!     0  .     .     .        !
 1976.1!                          +       *   !!        .     .     .       0!
 1976.2!                               * +    !!        .  0  .     .        !
 1976.3!                              +   *   !!        .     .     0        !
 1976.4!                                 +    !!        .     .0    .        !
 1977.1!                                +     *!        .     .     .   0    !
 1977.2!                                *   + !!        0     .     .        !
 1977.3!                               +      !!        .     0     .        !
 1977.4!                              +  *    !!        .     .   0 .        !
 1978.1!                               +   *  !!        .     .     0        !
 1978.2!                                 +*   !!        .     .0    .        !
 1978.3!                                 +  * !!        .     .    0.        !
 1978.4!                                 *+   !!        .   0 .     .        !
 1979.1!                                +*    !!        .     . 0   .        !
 1979.2!                               +  *   !!        .     .    0.        !
 1979.3!                                 +  * !!        .     .    0.        !
 1979.4!                              *   +   !!        0     .     .        !
 1980.1!                             + *      !!        .     .  0  .        !
 1980.2!                              +  *    !!        .     .    0.        !
 1980.3!                                +*    !!        .     .0    .        !
 1980.4!                               *+     !!        .    0.     .        !
 1981.1!                               +      !!        .     0     .        !
 1981.2!                               +*     !!        .     .  0  .        !
 1981.3!                                +     !!        .     0     .        !
 1981.4!                              *+      !!        .   0 .     .        !
 1982.1!                              +  *    !!        .     .    0.        !
 1982.2!                                + *   !!        .     . 0   .        !
 1982.3!                                 +  * !!        .     .    0.        !
 1982.4!                                *   + !!        0     .     .        !
 1983.1!                               +*     !!        .     .0    .        !
 1983.2!                              * +     !!        .   0 .     .        !
 1983.3!                          *   +       !!       0.     .     .        !
 1983.4!                       *  +           !!        . 0   .     .        !
 1984.1!                        +    *        !!        .     .     . 0      !
 1984.2!                           * +        !!        .  0  .     .        !
 1984.3!                         * +          !!        .  0  .     .        !
 1984.4!                          +           !!        .    0.     .        !
 1985.1!                          +  *        !!        .     .   0 .        !
 1985.2!                             +   *    !!        .     .     0        !
 1985.3!                                + *   !!        .     .  0  .        !
 1985.4!                           *     +    !!    0   .     .     .        !
 1986.1!                          +*          !!        .     . 0   .        !
 1986.2!                           +          !!        .     0     .        !
 1986.3!                          + *         !!        .     .  0  .        !
 1986.4!                         * +          !!        . 0   .     .        !
 1987.1!                      * +             !!        .   0 .     .        !
 1987.2!                      + *             !!        .     .   0 .        !
 1987.3!                        +*            !!        .     . 0   .        !
 1987.4!                        + *           !!        .     .  0  .        !
 1988.1!                         +            !!        .     0     .        !
 1988.2!                         + *          !!        .     .    0.        !
 1988.3!                          +*          !!        .     .0    .        !
 1988.4!                        * +           !!        .  0  .     .        !
 1989.1!                        +  *          !!        .     .    0.        !
 1989.2!                         *+           !!        .   0 .     .        !
 1989.3!                        +*            !!        .     .0    .        !
 1989.4!                     *  +             !!        0     .     .        !
 1990.1!                     +      *         !!        .     .     .     0  !
 1990.2!                       *   +          !!        0     .     .        !
 1990.3!                       +  *           !!        .     .   0 .        !
 1990.4!                   *     +            !!     0  .     .     .        !
 1991.1!                   +       *          !!        .     .     .      0 !
 1991.2!                      *   +           !!        0     .     .        !
 1991.3!                     + *              !!        .     .  0  .        !
 1991.4!                *      +              !!   0    .     .     .        !
 1992.1!                +   *                 !!        .     .     0        !
 1992.2!                   +                  !!        .    0.     .        !
 1992.3!                  +                   !!        .     .0    .        !
 1992.4!             *    +                   !!       0.     .     .        !
 1993.1!           *  +                       !!        .0    .     .        !
 1993.2!         * +                          !!        . 0   .     .        !
 1993.3!        *+                            !!        .   0 .     .        !
 1993.4!        +     *                       !!        .     .     .  0     !
 1994.1!              +                       !!        .     0     .        !
 1994.2!              +*                      !!        .     0     .        !
 1994.3!       *      +                       !!  0     .     .     .        !
 1994.4!       +*                             !!        .     .0    .        !
 1995.1!        +    *                        !!        .     .     .0       !
 1995.2!           *+                         !!        .   0 .     .        !
 1995.3!           +  *                       !!        .     .   0 .        !
 1995.4!            * +                       !!        .   0 .     .        !
 1996.1!           * +                        !!        .   0 .     .        !
 1996.2!           +    *                     !!        .     .     . 0      !
 1996.3!          *     +                     !!     0  .     .     .        !
 1996.4!        *  +                          !!        . 0   .     .        !
 1997.1!         +                            !!        .     0     .        !
 1997.2!          +*                          !!        .     .0    .        !
 1997.3!         *  +                         !!        . 0   .     .        !
 1997.4!  *       +                           !!  0     .     .     .        !
 1998.1!    +    *                            !!        .     .     .  0     !
 1998.2!          +    *                      !!        .     .     .0       !
 1998.3!               +    *                 !!        .     .     . 0      !
 1998.4!             *     +                  !!   0    .     .     .        !
 1999.1!             +    *                   !!        .     .     . 0      !
 1999.2!                * +                   !!        .  0  .     .        !
 1999.3!                + *                   !!        .     .  0  .        !
 1999.4!              *   +                   !!        0     .     .        !
 2000.1!               +   *                  !!        .     .     .0       !
 2000.2!             *     +                  !!   0    .     .     .        !
 2000.3!              +*                      !!        .     . 0   .        !
 2000.4!                +                     !!        .     0     .        !
 2001.1!                +*                    !!        .     . 0   .        !
 2001.2!                  +*                  !!        .     .0    .        !
 2001.3!                *  +                  !!        .0    .     .        !
 2001.4!                +*                    !!        .     0     .        !
 2002.1!                 +    *               !!        .     .     . 0      !
 2002.2!                   * +                !!        .  0  .     .        !
 2002.3!                *  +                  !!        .0    .     .        !
 2002.4!           *    +                     !!      0 .     .     .        !
 2003.1!            + *                       !!        .     .   0 .        !
 2003.2!           *  +                       !!        .0    .     .        !
 2003.3!           + *                        !!        .     .  0  .        !
 2003.4!         *   +                        !!       0.     .     .        !
 2004.1!          +   *                       !!        .     .     .0       !
 2004.2!              +*                      !!        .     .0    .        !
 2004.3!               +                      !!        .     .0    .        !
 2004.4!              *+                      !!        .   0 .     .        !
 2005.1!              +*                      !!        .     .0    .        !
 2005.2!               +                      !!        .     0     .        !
 2005.3!               + *                    !!        .     .  0  .        !
 2005.4!              *  +                    !!        0     .     .        !
 2006.1!              +                       !!        .     0     .        !
 2006.2!             *+                       !!        .    0.     .        !
 2006.3!              +  *                    !!        .     .    0.        !
 2006.4!              *  +                    !!        .0    .     .        !
 2007.1!              +                       !!        .     0     .        !
 2007.2!            * +                       !!        .  0  .     .        !
 2007.3!             +                        !!        .     0     .        !
 2007.4!          *  +                        !!        .0    .     .        !
 2008.1!           + *                        !!        .     .   0 .        !
 2008.2!             +                        !!        .     0     .        !
 2008.3!            *+                        !!        .  0  .     .        !
 2008.4!            *+                        !!        .     0     .        !
 2009.1!             + *                      !!        .     .   0 .        !
 2009.2!              * +                     !!        .  0  .     .        !
 2009.3!             *+                       !!        .   0 .     .        !
 2009.4!             + *                      !!        .     .   0 .        !
 2010.1!            *  +                      !!        .0    .     .        !
 2010.2!         *   +                        !!       0.     .     .        !
 2010.3!         *+                           !!        .    0.     .        !
 2010.4!      *   +                           !!        0     .     .        !
 2011.1!       +    *                         !!        .     .     . 0      !
 2011.2!          *  +                        !!        . 0   .     .        !
 2011.3!       *   +                          !!        0     .     .        !
 2011.4!        *+                            !!        .     0     .        !
 2012.1!          +  *                        !!        .     .     0        !
 2012.2!          *   +                       !!       0.     .     .        !
 2012.3!           +*                         !!        .     .0    .        !
 2012.4!         *  +                         !!        .0    .     .        !


     34.04 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITAL=ITPX$/ALPMM;                                                      
 GENR LAAITAL=LOG(AAITAL+.00001);                                             
 GENR LAITAL=LOG(AITAL+.00001);                                               
 LHS AAITAL=EXP(LAAITAL)-.00001;                                              
  EQ 2914 LAAITAL C LAITAL(-1) PITAL;                                         
EQUATION 1564  LAAITAL  
   RHS     C  LAITAL(-1)  PITAL  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1564 PLOT=0;END;                                                     

Equation number = 1564
**********************

Dependent variable = LAAITAL 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.088909919

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.175392863       0.083326939  -2.10488     1.000000
15101 LAITAL  ( -1)       0.867213601       0.034118268  25.41787    -2.092222
15099 PITAL   (  0)      -0.120094646       0.077355108  -1.55251     0.825294

SE of equation            =     0.143720220
Sum of squared residuals  =  3.82126782       0.458899585E-11
Average absolute error    =     0.110598013
Sum of ABS residuals      =  20.7924265    
R squared                 =   0.79463
Durbin-Watson statistic   =   2.11896
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!  *     +                             !!      0  .    .    .         !
 1966.2*     +                                !!      0  .    .    .         !
 1966.3! * +                                  !!         . 0  .    .         !
 1966.4*    +                                 !!       0 .    .    .         !
 1967.1!*  +                                  !!         .0   .    .         !
 1967.2!   +                                  !!         .   0.    .         !
 1967.3!    * +                               !!         .  0 .    .         !
 1967.4!  *    +                              !!        0.    .    .         !
 1968.1!    * +                               !!         .  0 .    .         !
 1968.2!       +          *                   !!         .    .    .        0!
 1968.3!                   + *                !!         .    . 0  .         !
 1968.4!                      +*              !!         .    . 0  .         !
 1969.1!                        +             !!         .    .0   .         !
 1969.2!                        *+            !!         .    0    .         !
 1969.3!                        +  *          !!         .    .  0 .         !
 1969.4!                      *   +           !!        0.    .    .         !
 1970.1!                      *+              !!         .   0.    .         !
 1970.2!                      +      *        !!         .    .    .  0      !
 1970.3!                  *         +         !!0        .    .    .         !
 1970.4!                  *+                  !!         .    0    .         !
 1971.1!                   +*                 !!         .    .0   .         !
 1971.2!                    + *               !!         .    . 0  .         !
 1971.3!                       +              !!         .    0    .         !
 1971.4!                       +  *           !!         .    .  0 .         !
 1972.1!                         +  *         !!         .    .  0 .         !
 1972.2!                           +*         !!         .    .0   .         !
 1972.3!                           +          !!         .   0.    .         !
 1972.4!                          +   *       !!         .    .    0         !
 1973.1!                      *      +        !!    0    .    .    .         !
 1973.2!                      +               !!         .    0    .         !
 1973.3!                      *+              !!         .  0 .    .         !
 1973.4!                      + *             !!         .    . 0  .         !
 1974.1!                       *+             !!         .   0.    .         !
 1974.2!                 *      +             !!      0  .    .    .         !
 1974.3!                  +    *              !!         .    .    .0        !
 1974.4!                      *+              !!         .   0.    .         !
 1975.1!                     * +              !!         . 0  .    .         !
 1975.2!                    *+                !!         .   0.    .         !
 1975.3!                     +         *      !!         .    .    .        0!
 1975.4!                              +  *    !!         .    .  0 .         !
 1976.1!                               *+     !!         .   0.    .         !
 1976.2!                     *        +       !! 0       .    .    .         !
 1976.3!                   * +                !!         . 0  .    .         !
 1976.4!                    +    *            !!         .    .    .0        !
 1977.1!                        *+            !!         .    0    .         !
 1977.2!                        +  *          !!         .    .   0.         !
 1977.3!                           +          !!         .    0    .         !
 1977.4!                         * +          !!         .  0 .    .         !
 1978.1!                         + *          !!         .    . 0  .         !
 1978.2!                           +          *!         .    .    .         0
 1978.3!                                 *  + !!         0    .    .         !
 1978.4!                                +    *!!         .    .    . 0       !
 1979.1!                                   +  *!         .    .   0.         !
 1979.2!                                   *+ !!         .   0.    .         !
 1979.3!                                  +   !!         .    0    .         !
 1979.4!                                *+    !!         .    0    .         !
 1980.1!                               +*     !!         .    . 0  .         !
 1980.2!                               + *    !!         .    . 0  .         !
 1980.3!                               +   *  !!         .    .   0.         !
 1980.4!                                *+    !!         .   0.    .         !
 1981.1!                               +     *!!         .    .    .  0      !
 1981.2!                                   +* !!         .    .0   .         !
 1981.3!                                 *+   !!         .   0.    .         !
 1981.4!                                +     !!         .    0    .         !
 1982.1!                       *       +      !!    0    .    .    .         !
 1982.2!             *         +              !!0        .    .    .         !
 1982.3!            * +                       !!         .  0 .    .         !
 1982.4!           *  +                       !!         . 0  .    .         !
 1983.1!             +*                       !!         .    .0   .         !
 1983.2!               +   *                  !!         .    .    0         !
 1983.3!                    +     *           !!         .    .    .  0      !
 1983.4!                          +  *        !!         .    .   0.         !
 1984.1!                      *     +         !!      0  .    .    .         !
 1984.2!                     *+               !!         .  0 .    .         !
 1984.3!                    *+                !!         .  0 .    .         !
 1984.4!                    + *               !!         .    .  0 .         !
 1985.1!                       +  *           !!         .    .    0         !
 1985.2!                          +  *        !!         .    .   0.         !
 1985.3!                            +*        !!         .    .0   .         !
 1985.4!                            +   *     !!         .    .    0         !
 1986.1!                               + *    !!         .    .  0 .         !
 1986.2!                                +*    !!         .    . 0  .         !
 1986.3!                           *    +     !!        0.    .    .         !
 1986.4!                           +          !!         .    .0   .         !
 1987.1!                           +   *      !!         .    .    .0        !
 1987.2!                              +       !!         .    0    .         !
 1987.3!                          *  +        !!         .0   .    .         !
 1987.4!                          +           !!         .    0    .         !
 1988.1!                         +            !!         .   0.    .         !
 1988.2!                        +  *          !!         .    .  0 .         !
 1988.3!                        * +           !!         .  0 .    .         !
 1988.4!                        +       *     !!         .    .    .    0    !
 1989.1!                              +     * !!         .    .    . 0       !
 1989.2!                                  +*  !!         .    . 0  .         !
 1989.3!                                  +*  !!         .    . 0  .         !
 1989.4!                               * +    !!         . 0  .    .         !
 1990.1!                           *  +       !!         . 0  .    .         !
 1990.2!                           +*         !!         .    . 0  .         !
 1990.3!                           +*         !!         .    .0   .         !
 1990.4!                           +  *       !!         .    .  0 .         !
 1991.1!                             + *      !!         .    .  0 .         !
 1991.2!                             +*       !!         .    0    .         !
 1991.3!                            +         !!         .   0.    .         !
 1991.4!                           +     *    !!         .    .    .  0      !
 1992.1!                                +    *!!         .    .    . 0       !
 1992.2!                                   +  !!         .    0    .         !
 1992.3!                               * +    !!         . 0  .    .         !
 1992.4!                         *    +       !!       0 .    .    .         !
 1993.1!                        +   *         !!         .    .    0         !
 1993.2!                            +*        !!         .    . 0  .         !
 1993.3!                            +*        !!         .    . 0  .         !
 1993.4!                        *    +        !!       0 .    .    .         !
 1994.1!                       *+             !!         .   0.    .         !
 1994.2!                       +    *         !!         .    .    . 0       !
 1994.3!                           +          !!         .    0    .         !
 1994.4!                         * +          !!         . 0  .    .         !
 1995.1!                        +*            !!         .    0    .         !
 1995.2!                  *      +            !!     0   .    .    .         !
 1995.3!                   +  *               !!         .    .   0.         !
 1995.4!                    * +               !!         . 0  .    .         !
 1996.1!                    +                 !!         .    0    .         !
 1996.2!                  * +                 !!         . 0  .    .         !
 1996.3!                  +   *               !!         .    .    0         !
 1996.4!                      + *             !!         .    .  0 .         !
 1997.1!                   *    +             !!       0 .    .    .         !
 1997.2!                   +*                 !!         .    .0   .         !
 1997.3!           *        +                 !!  0      .    .    .         !
 1997.4!            +        *                !!         .    .    .      0  !
 1998.1!                    *+                !!         .   0.    .         !
 1998.2!                 *  +                 !!         0    .    .         !
 1998.3!                 +                    !!         .    0    .         !
 1998.4!                  +   *               !!         .    .    .0        !
 1999.1!              *       +               !!    0    .    .    .         !
 1999.2!               +   *                  !!         .    .    0         !
 1999.3!                 * +                  !!         . 0  .    .         !
 1999.4!              *  +                    !!         0    .    .         !
 2000.1!               +  *                   !!         .    .    0         !
 2000.2!               *   +                  !!         .0   .    .         !
 2000.3!                +   *                 !!         .    .    0         !
 2000.4!                *   +                 !!        0.    .    .         !
 2001.1!              * +                     !!         .  0 .    .         !
 2001.2!             * +                      !!         .0   .    .         !
 2001.3!              +     *                 !!         .    .    .  0      !
 2001.4!                    +*                !!         .    .0   .         !
 2002.1!              *     +                 !!      0  .    .    .         !
 2002.2!               + *                    !!         .    .  0 .         !
 2002.3!                  +   *               !!         .    .    0         !
 2002.4!                   * +                !!         . 0  .    .         !
 2003.1!                 * +                  !!         . 0  .    .         !
 2003.2!                 +*                   !!         .    .0   .         !
 2003.3!             *    +                   !!      0  .    .    .         !
 2003.4!             +   *                    !!         .    .    0         !
 2004.1!            *    +                    !!       0 .    .    .         !
 2004.2!          * +                         !!         . 0  .    .         !
 2004.3!        *  +                          !!         .0   .    .         !
 2004.4!         +    *                       !!         .    .    .0        !
 2005.1!         *    +                       !!       0 .    .    .         !
 2005.2!        * +                           !!         . 0  .    .         !
 2005.3!        *+                            !!         .  0 .    .         !
 2005.4!         +      *                     !!         .    .    .   0     !
 2006.1!                +  *                  !!         .    .   0.         !
 2006.2!               *   +                  !!         0    .    .         !
 2006.3!          *    +                      !!       0 .    .    .         !
 2006.4!        *  +                          !!         0    .    .         !
 2007.1!         + *                          !!         .    .  0 .         !
 2007.2!       *    +                         !!       0 .    .    .         !
 2007.3!        +     *                       !!         .    .    .  0      !
 2007.4!            * +                       !!         .  0 .    .         !
 2008.1!             +   *                    !!         .    .    0         !
 2008.2!                +                     !!         .    0    .         !
 2008.3!                +   *                 !!         .    .    .0        !
 2008.4!                *   +                 !!        0.    .    .         !
 2009.1!               +  *                   !!         .    .   0.         !
 2009.2!             *    +                   !!        0.    .    .         !
 2009.3!           * +                        !!         . 0  .    .         !
 2009.4!           +*                         !!         .    .0   .         !
 2010.1!            +  *                      !!         .    .   0.         !
 2010.2!            *  +                      !!         .0   .    .         !
 2010.3!           *+                         !!         .  0 .    .         !
 2010.4!           +       *                  !!         .    .    .    0    !
 2011.1!                *  +                  !!         . 0  .    .         !
 2011.2!                 +                    !!         .    0    .         !
 2011.3!                *+                    !!         .  0 .    .         !
 2011.4!                +                     !!         .    .0   .         !
 2012.1!                *+                    !!         .   0.    .         !
 2012.2!               * +                    !!         .  0 .    .         !
 2012.3!              *+                      !!         .  0 .    .         !
 2012.4!               +     *                !!         .    .    .   0     !


     29.26 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ  2915 LAANEAL C LANEAL(-1) PNEAL;SMPL 1966.1 2012.4;OLS;EST 2915 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTAL=STPX$/ALPMM;                                                      
 GENR LAASTAL=LOG(AASTAL+.00001);                                             
 GENR LASTAL=LOG(ASTAL+.00001);                                               
 LHS AASTAL=EXP(LAASTAL)-.00001;                                              
  EQ 2916 LAASTAL C LASTAL(-1) PSTAL;                                         
EQUATION 1565  LAASTAL  
   RHS     C  LASTAL(-1)  PSTAL  
 SMPL 1968.2 2012.4;                                                          
Sample period is now  1968.2 to  2012.4 Internally:    66 to   244
 OLS;EST 1565 PLOT=0;END;                                                     

Equation number = 1565
**********************

Dependent variable = LAASTAL 

 1968.2 -   2012.4,    0 missing obs.,  179 obs. used.

Mean of dependent variable       -4.354019655

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.233741560       0.222478839  -5.54543     1.000000
15104 LASTAL  ( -1)       0.591650899       0.061783697   9.57617    -4.347952
15102 PSTAL   (  0)      -0.628478282       0.154808154  -4.05972     0.871643

SE of equation            =     0.300197513
Sum of squared residuals  =  15.8608642       0.334043904E-10
Average absolute error    =     0.231896585
Sum of ABS residuals      =  41.5094887    
R squared                 =   0.56249
Durbin-Watson statistic   =   2.16971
SMPL and No. Obs.         = 1968.2   2012.4    179

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.2!                      +      *        !!          .   .   . 0        !
 1968.3!               *             +        !!  0       .   .   .          !
 1968.4!                    +     *           !!          .   .   .0         !
 1969.1!                          +           !!          .  0.   .          !
 1969.2!                          +   *       !!          .   .  0.          !
 1969.3!          *                 +         !0          .   .   .          !
 1969.4!                 +    *               !!          .   .   0          !
 1970.1!                     *  +             !!          . 0 .   .          !
 1970.2!                       +  *           !!          .   . 0 .          !
 1970.3!                          +      *    !!          .   .   . 0        !
 1970.4!                              +   *   !!          .   .  0.          !
 1971.1!                              *+      !!          .  0.   .          !
 1971.2!                          * +         !!          . 0 .   .          !
 1971.3!                *        +            !!      0   .   .   .          !
 1971.4!                   + *                !!          .   . 0 .          !
 1972.1!                       +        *     !!          .   .   .   0      !
 1972.2!                             +  *     !!          .   .  0.          !
 1972.3!                    *       +         !!       0  .   .   .          !
 1972.4!                      +  *            !!          .   .  0.          !
 1973.1!                        +             !!          .   0   .          !
 1973.2!                       +    *         !!          .   .   0          !
 1973.3!                          +           !!          .   0   .          !
 1973.4!                         +      *     !!          .   .   . 0        !
 1974.1!                            *+        !!          .  0.   .          !
 1974.2!                      *   +           !!          .0  .   .          !
 1974.3!                 *     +              !!         0.   .   .          !
 1974.4!                   +                  !!          .   0   .          !
 1975.1!               *    +                 !!          0   .   .          !
 1975.2!                  +*                  !!          .   .0  .          !
 1975.3!                     + *              !!          .   . 0 .          !
 1975.4!                      +    *          !!          .   .   0          !
 1976.1!                   *     +            !!         0.   .   .          !
 1976.2!                    +     *           !!          .   .   .0         !
 1976.3!                        +     *       !!          .   .   .0         !
 1976.4!                          +    *      !!          .   .   0          !
 1977.1!                           +   *      !!          .   .  0.          !
 1977.2!                            +*        !!          .   .0  .          !
 1977.3!                          +  *        !!          .   .  0.          !
 1977.4!                          +           *!          .   .   .     0    !
 1978.1!                          *   +       !!          0   .   .          !
 1978.2!                       + *            !!          .   .0  .          !
 1978.3!                     +*               !!          .   .0  .          !
 1978.4!                    +   *             !!          .   .  0.          !
 1979.1!                      +   *           !!          .   .   0          !
 1979.2!                       +    *         !!          .   .   0          !
 1979.3!                        +*            !!          .   .0  .          !
 1979.4!                       +       *      !!          .   .   .  0       !
 1980.1!                           +     *    !!          .   .   .0         !
 1980.2!                  *         +         !!      0   .   .   .          !
 1980.3!                   +   *              !!          .   .  0.          !
 1980.4!                      +            *  !!          .   .   .      0   !
 1981.1!                       *     +        !!         0.   .   .          !
 1981.2!                      +               !!          .  0.   .          !
 1981.3!                *     +               !!         0.   .   .          !
 1981.4!                 +   *                !!          .   .  0.          !
 1982.1!                   * +                !!          . 0 .   .          !
 1982.2!                 *  +                 !!          . 0 .   .          !
 1982.3!            *      +                  !!        0 .   .   .          !
 1982.4!              * +                     !!          .  0.   .          !
 1983.1!            *    +                    !!          0   .   .          !
 1983.2!                +  *                  !!          .   . 0 .          !
 1983.3!                 * +                  !!          . 0 .   .          !
 1983.4!                *  +                  !!          . 0 .   .          !
 1984.1!              *   +                   !!          .0  .   .          !
 1984.2!                 + *                  !!          .   .0  .          !
 1984.3!                  * +                 !!          .  0.   .          !
 1984.4!                    +   *             !!          .   .  0.          !
 1985.1!                    *  +              !!          .0  .   .          !
 1985.2!                    +   *             !!          .   .  0.          !
 1985.3!                    *  +              !!          . 0 .   .          !
 1985.4!                    +      *          !!          .   .   . 0        !
 1986.1!                      * +             !!          . 0 .   .          !
 1986.2!                    +   *             !!          .   .  0.          !
 1986.3!                      +    *          !!          .   .   0          !
 1986.4!                       + *            !!          .   . 0 .          !
 1987.1!                      +*              !!          .   .0  .          !
 1987.2!             *       +                !!        0 .   .   .          !
 1987.3!               +  *                   !!          .   . 0 .          !
 1987.4!                 +          *         !!          .   .   .    0     !
 1988.1!                       +  *           !!          .   . 0 .          !
 1988.2!                       +              !!          .   0   .          !
 1988.3!                  *  +                !!          . 0 .   .          !
 1988.4!                  +  *                !!          .   .  0.          !
 1989.1!                   *+                 !!          .  0.   .          !
 1989.2!                   +  *               !!          .   .  0.          !
 1989.3!                    +*                !!          .   .0  .          !
 1989.4!                   +                  !!          .   0   .          !
 1990.1!                *  +                  !!          . 0 .   .          !
 1990.2!            *    +                    !!          0   .   .          !
 1990.3!              +     *                 !!          .   .   .0         !
 1990.4!                  + *                 !!          .   . 0 .          !
 1991.1!                   +  *               !!          .   .  0.          !
 1991.2!                 *  +                 !!          .0  .   .          !
 1991.3!          *      +                    !!        0 .   .   .          !
 1991.4!             +        *               !!          .   .   .  0       !
 1992.1!                    +                 !!          .   0   .          !
 1992.2!                *  +                  !!          .0  .   .          !
 1992.3!                +*                    !!          .   .0  .          !
 1992.4!                 +   *                !!          .   .  0.          !
 1993.1!             *     +                  !!         0.   .   .          !
 1993.2!        *      +                      !!        0 .   .   .          !
 1993.3!          *+                          !!          .  0.   .          !
 1993.4!            +   *                     !!          .   .  0.          !
 1994.1!         *      +                     !!        0 .   .   .          !
 1994.2!    *       +                         !!       0  .   .   .          !
 1994.3*        +                             !!      0   .   .   .          !
 1994.4!     +          *                     !!          .   .   .    0     !
 1995.1!             *  +                     !!          . 0 .   .          !
 1995.2!           *  +                       !!          . 0 .   .          !
 1995.3!            +                         !!          .   0   .          !
 1995.4!             + *                      !!          .   . 0 .          !
 1996.1!           *   +                      !!          .0  .   .          !
 1996.2!             +       *                !!          .   .   .  0       !
 1996.3!           *       +                  !!       0  .   .   .          !
 1996.4!          *  +                        !!          .0  .   .          !
 1997.1! *           +                        !!    0     .   .   .          !
 1997.2!       +  *                           !!          .   . 0 .          !
 1997.3!            *+                        !!          .  0.   .          !
 1997.4!         *    +                       !!          0   .   .          !
 1998.1!            +                         !!          .   0   .          !
 1998.2!          *  +                        !!          .0  .   .          !
 1998.3!         *  +                         !!          .0  .   .          !
 1998.4!           +*                         !!          .   .0  .          !
 1999.1!          *  +                        !!          .0  .   .          !
 1999.2!          * +                         !!          . 0 .   .          !
 1999.3!            +                         !!          .   0   .          !
 1999.4!             +       *                !!          .   .   . 0        !
 2000.1!               *   +                  !!          0   .   .          !
 2000.2!              *+                      !!          .  0.   .          !
 2000.3!             * +                      !!          . 0 .   .          !
 2000.4!           *  +                       !!          . 0 .   .          !
 2001.1!            *+                        !!          .  0.   .          !
 2001.2!           *  +                       !!          . 0 .   .          !
 2001.3!           * +                        !!          .  0.   .          !
 2001.4!            +                         !!          .   0   .          !
 2002.1!          *  +                        !!          .0  .   .          !
 2002.2!         *  +                         !!          . 0 .   .          !
 2002.3!          *+                          !!          .  0.   .          !
 2002.4!          *+                          !!          .  0.   .          !
 2003.1!          *+                          !!          .  0.   .          !
 2003.2!         *  +                         !!          . 0 .   .          !
 2003.3!          *+                          !!          .  0.   .          !
 2003.4!         * +                          !!          . 0 .   .          !
 2004.1!           +*                         !!          .   .0  .          !
 2004.2!          *  +                        !!          . 0 .   .          !
 2004.3!         *  +                         !!          . 0 .   .          !
 2004.4!          *+                          !!          .  0.   .          !
 2005.1!    *      +                          !!        0 .   .   .          !
 2005.2!    *   +                             !!          0   .   .          !
 2005.3!     *  +                             !!          .0  .   .          !
 2005.4!       * +                            !!          . 0 .   .          !
 2006.1!          +   *                       !!          .   .  0.          !
 2006.2!             *+                       !!          .  0.   .          !
 2006.3!            * +                       !!          .  0.   .          !
 2006.4!            *+                        !!          .  0.   .          !
 2007.1!             +    *                   !!          .   .   0          !
 2007.2!                *+                    !!          .   0   .          !
 2007.3!               +*                     !!          .   .0  .          !
 2007.4!               +*                     !!          .   .0  .          !
 2008.1!             * +                      !!          . 0 .   .          !
 2008.2!             +       *                !!          .   .   .  0       !
 2008.3!                  + *                 !!          .   .0  .          !
 2008.4!              *  +                    !!          .0  .   .          !
 2009.1!             +     *                  !!          .   .   . 0        !
 2009.2!               +      *               !!          .   .   . 0        !
 2009.3!                 +                    !!          .   0   .          !
 2009.4!              +      *                !!          .   .   .0         !
 2010.1!                + *                   !!          .   . 0 .          !
 2010.2!               +  *                   !!          .   .  0.          !
 2010.3!            *  +                      !!          . 0 .   .          !
 2010.4!           +    *                     !!          .   .   .0         !
 2011.1!              + *                     !!          .   . 0 .          !
 2011.2!             +*                       !!          .   0   .          !
 2011.3!           +*                         !!          .   .0  .          !
 2011.4!           +      *                   !!          .   .   . 0        !
 2012.1!              +                       !!          .   0   .          !
 2012.2!            +       *                 !!          .   .   .  0       !
 2012.3! *              +                     !! 0        .   .   .          !
 2012.4*    +                                 !!          0   .   .          !


     27.37 percent of the residuals exceed 1 SE
      4.47 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKAL=UKPX$/ALPMM;                                                      
 GENR LAAUKAL=LOG(AAUKAL+.00001);                                             
 GENR LAUKAL=LOG(AUKAL+.00001);                                               
 LHS AAUKAL=EXP(LAAUKAL)-.00001;                                              
  EQ 2917 LAAUKAL C LAUKAL(-1) PUKAL;                                         
EQUATION 1566  LAAUKAL  
   RHS     C  LAUKAL(-1)  PUKAL  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1566 PLOT=0;END;                                                     

Equation number = 1566
**********************

Dependent variable = LAAUKAL 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.778925032

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.125995658       0.147610554  -0.85357     1.000000
15107 LAUKAL  ( -1)       0.880009625       0.033000339  26.66668    -3.777945
15105 PUKAL   (  0)      -0.353960720       0.152696739  -2.31806     0.927508

SE of equation            =     0.241422226
Sum of squared residuals  =  10.7826679      -0.552713431E-11
Average absolute error    =     0.186366059
Sum of ABS residuals      =  35.0368190    
R squared                 =   0.83132
Durbin-Watson statistic   =   2.33409
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!            +     *                   !!          .   .   . 0        !
 1966.2!                 * +                  !!          .  0.   .          !
 1966.3!                 *+                   !!          . 0 .   .          !
 1966.4!             *    +                   !!         0.   .   .          !
 1967.1!              +                       !!          .   0   .          !
 1967.2!                +       *             !!          .   .   .   0      !
 1967.3!         *              +             !0          .   .   .          !
 1967.4!    *      +                          !!       0  .   .   .          !
 1968.1!       +     *                        !!          .   .   . 0        !
 1968.2!               +   *                  !!          .   .  0.          !
 1968.3!                  *+                  !!          .  0.   .          !
 1968.4!                   +*                 !!          .   .0  .          !
 1969.1!                     +   *            !!          .   .   0          !
 1969.2!                     *   +            !!          0   .   .          !
 1969.3!                      +*              !!          .   .0  .          !
 1969.4!                       + *            !!          .   . 0 .          !
 1970.1!                        +   *         !!          .   .   0          !
 1970.2!                           *+         !!          .  0.   .          !
 1970.3!                          +           !!          .   0   .          !
 1970.4!                         +   *        !!          .   .   0          !
 1971.1!                             + *      !!          .   . 0 .          !
 1971.2!                              +*      !!          .   .0  .          !
 1971.3!                              +       *!          .   .   .   0      !
 1971.4!                                  * + !!          . 0 .   .          !
 1972.1!                                 + *  !!          .   .  0.          !
 1972.2!                                 +  * !!          .   . 0 .          !
 1972.3!                              *   +   !!          0   .   .          !
 1972.4!                             +     *  !!          .   .   .0         !
 1973.1!                                 +    !!          .   0   .          !
 1973.2!                               *+     !!          .  0.   .          !
 1973.3!                              +       !!          .   0   .          !
 1973.4!                              + *     !!          .   . 0 .          !
 1974.1!                              *+      !!          .  0.   .          !
 1974.2!                             *+       !!          .  0.   .          !
 1974.3!                            + *       !!          .   . 0 .          !
 1974.4!                       *      +       !!        0 .   .   .          !
 1975.1!                        +  *          !!          .   .  0.          !
 1975.2!                         * +          !!          .  0.   .          !
 1975.3!                         + *          !!          .   .0  .          !
 1975.4!                           +*         !!          .   .0  .          !
 1976.1!                            + *       !!          .   .  0.          !
 1976.2!                              + *     !!          .   . 0 .          !
 1976.3!                             * +      !!          . 0 .   .          !
 1976.4!                           * +        !!          . 0 .   .          !
 1977.1!                       *   +          !!          0   .   .          !
 1977.2!                     * +              !!          . 0 .   .          !
 1977.3!                      +  *            !!          .   .   0          !
 1977.4!                       * +            !!          . 0 .   .          !
 1978.1!                       +    *         !!          .   .   . 0        !
 1978.2!                           *+         !!          .  0.   .          !
 1978.3!                     *    +           !!         0.   .   .          !
 1978.4!                     + *              !!          .   . 0 .          !
 1979.1!                       + *            !!          .   . 0 .          !
 1979.2!                      * +             !!          . 0 .   .          !
 1979.3!                      +      *        !!          .   .   .  0       !
 1979.4!                     *     +          !!        0 .   .   .          !
 1980.1!                    +                 !!          .   0   .          !
 1980.2!                   +*                 !!          .   .0  .          !
 1980.3!                   +     *            !!          .   .   . 0        !
 1980.4!                       + *            !!          .   . 0 .          !
 1981.1!                       +              !!          .   0   .          !
 1981.2!                     +*               !!          .   .0  .          !
 1981.3!                  *  +                !!          .0  .   .          !
 1981.4!                 +       *            !!          .   .   .    0     !
 1982.1!                        +             !!          .   .0  .          !
 1982.2!                       +*             !!          .   . 0 .          !
 1982.3!                       +              !!          .   .0  .          !
 1982.4!                      +*              !!          .   .0  .          !
 1983.1!                      +   *           !!          .   .   .0         !
 1983.2!                         +  *         !!          .   .  0.          !
 1983.3!                      *   +           !!          0   .   .          !
 1983.4!                     + *              !!          .   . 0 .          !
 1984.1!                      +       *       !!          .   .   .   0      !
 1984.2!                            +*        !!          .   . 0 .          !
 1984.3!                     *     +          !!        0 .   .   .          !
 1984.4!                    +                 !!          .   0   .          !
 1985.1!                   +   *              !!          .   .   0          !
 1985.2!                   * +                !!          .0  .   .          !
 1985.3!                  + *                 !!          .   .  0.          !
 1985.4!                *  +                  !!          .0  .   .          !
 1986.1!                +  *                  !!          .   .   0          !
 1986.2!                   + *                !!          .   . 0 .          !
 1986.3!                   *+                 !!          .  0.   .          !
 1986.4!                   +   *              !!          .   .  0.          !
 1987.1!                  *   +               !!          0   .   .          !
 1987.2!                * +                   !!          . 0 .   .          !
 1987.3!            *   +                     !!          .0  .   .          !
 1987.4!             +  *                     !!          .   .  0.          !
 1988.1!                + *                   !!          .   . 0 .          !
 1988.2!                *+                    !!          .  0.   .          !
 1988.3!                +  *                  !!          .   .  0.          !
 1988.4!                *  +                  !!          .0  .   .          !
 1989.1!                +                     !!          .   .0  .          !
 1989.2!            *   +                     !!          0   .   .          !
 1989.3!            +*                        !!          .   .0  .          !
 1989.4!           * +                        !!          .0  .   .          !
 1990.1!           +*                         !!          .   0   .          !
 1990.2!            +  *                      !!          .   .  0.          !
 1990.3!             * +                      !!          . 0 .   .          !
 1990.4!      *      +                        !!       0  .   .   .          !
 1991.1!       + *                            !!          .   . 0 .          !
 1991.2!          +  *                        !!          .   .  0.          !
 1991.3!         *   +                        !!          0   .   .          !
 1991.4!    *     +                           !!        0 .   .   .          !
 1992.1!     +                                !!          .   0   .          !
 1992.2!    * +                               !!          . 0 .   .          !
 1992.3!    *+                                !!          .  0.   .          !
 1992.4!      +                               !!          .   0   .          !
 1993.1!        +     *                       !!          .   .   . 0        !
 1993.2!     *        +                       !!     0    .   .   .          !
 1993.3!      +                               !!          .   0   .          !
 1993.4!     * +                              !!          . 0 .   .          !
 1994.1!      +*                              !!          .   .0  .          !
 1994.2!     *  +                             !!          .0  .   .          !
 1994.3! *    +                               !!         0.   .   .          !
 1994.4*  +                                   !!          .0  .   .          !
 1995.1! +   *                                !!          .   .   .0         !
 1995.2!      +*                              !!          .   0   .          !
 1995.3!    *   +                             !!          0   .   .          !
 1995.4!     +        *                       !!          .   .   .    0     !
 1996.1!           *  +                       !!          .0  .   .          !
 1996.2!           +   *                      !!          .   .   0          !
 1996.3!              *+                      !!          .  0.   .          !
 1996.4!      *       +                       !!      0   .   .   .          !
 1997.1!       +      *                       !!          .   .   .  0       !
 1997.2!              + *                     !!          .   . 0 .          !
 1997.3!              *+                      !!          . 0 .   .          !
 1997.4!           * +                        !!          .0  .   .          !
 1998.1!           +   *                      !!          .   .   0          !
 1998.2!              +*                      !!          .   .0  .          !
 1998.3!               +*                     !!          .   . 0 .          !
 1998.4!               *+                     !!          .   0   .          !
 1999.1!             * +                      !!          . 0 .   .          !
 1999.2!             +  *                     !!          .   .  0.          !
 1999.3!                +*                    !!          .   . 0 .          !
 1999.4!              *  +                    !!          .0  .   .          !
 2000.1!              + *                     !!          .   . 0 .          !
 2000.2!              *+                      !!          .  0.   .          !
 2000.3!           *  +                       !!          . 0 .   .          !
 2000.4!           +*                         !!          .   0   .          !
 2001.1!            +*                        !!          .   .0  .          !
 2001.2!            *+                        !!          .  0.   .          !
 2001.3!           *+                         !!          .  0.   .          !
 2001.4!           +  *                       !!          .   .  0.          !
 2002.1!              +                       !!          .   0   .          !
 2002.2!            * +                       !!          .  0.   .          !
 2002.3!          * +                         !!          .0  .   .          !
 2002.4!          +   *                       !!          .   .   0          !
 2003.1!              + *                     !!          .   .0  .          !
 2003.2!                +  *                  !!          .   .   0          !
 2003.3!                 * +                  !!          .  0.   .          !
 2003.4!                 +                    !!          .   0   .          !
 2004.1!              *  +                    !!          .0  .   .          !
 2004.2!           *  +                       !!          . 0 .   .          !
 2004.3!           + *                        !!          .   . 0 .          !
 2004.4!           * +                        !!          . 0 .   .          !
 2005.1!        *  +                          !!          0   .   .          !
 2005.2!        + *                           !!          .   . 0 .          !
 2005.3!        * +                           !!          . 0 .   .          !
 2005.4!        *+                            !!          .  0.   .          !
 2006.1!         +  *                         !!          .   .  0.          !
 2006.2!           *+                         !!          .  0.   .          !
 2006.3!           +*                         !!          .   .0  .          !
 2006.4!         *  +                         !!          .0  .   .          !
 2007.1!         + *                          !!          .   . 0 .          !
 2007.2!        *  +                          !!          0   .   .          !
 2007.3!       *+                             !!          . 0 .   .          !
 2007.4!      * +                             !!          . 0 .   .          !
 2008.1!       +  *                           !!          .   .  0.          !
 2008.2!       *  +                           !!          0   .   .          !
 2008.3!        + *                           !!          .   . 0 .          !
 2008.4!           +*                         !!          .   .0  .          !
 2009.1!             +*                       !!          .   .0  .          !
 2009.2!               +                      !!          .   0   .          !
 2009.3!             * +                      !!          . 0 .   .          !
 2009.4!        *    +                        !!         0.   .   .          !
 2010.1!        * +                           !!          .  0.   .          !
 2010.2!       * +                            !!          . 0 .   .          !
 2010.3!       * +                            !!          .  0.   .          !
 2010.4!         +*                           !!          .   .0  .          !
 2011.1!           +                          !!          .   .0  .          !
 2011.2!         *  +                         !!          .0  .   .          !
 2011.3!       *  +                           !!          .0  .   .          !
 2011.4!      * +                             !!          . 0 .   .          !
 2012.1!    *  +                              !!          .0  .   .          !
 2012.2!      +                               !!          .   .0  .          !
 2012.3!      * +                             !!          . 0 .   .          !
 2012.4!       +                              !!          .   0   .          !


     26.06 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@EQ  2918 LAAFIAL C LAFIAL(-1) PFIAL;SMPL 1966.1 2012.4;OLS;EST 2918 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASAL=ASPX$/ALPMM;                                                      
 GENR LAAASAL=LOG(AAASAL+.00001);                                             
 GENR LAASAL=LOG(AASAL+.00001);                                               
 LHS AAASAL=EXP(LAAASAL)-.00001;                                              
  EQ 2919 LAAASAL C LAASAL(-1) PASAL;                                         
EQUATION 1567  LAAASAL  
   RHS     C  LAASAL(-1)  PASAL  
 SMPL 1983.3 2012.4;                                                          
Sample period is now  1983.3 to  2012.4 Internally:   127 to   244
 OLS;EST 1567 PLOT=0;END;                                                     

Equation number = 1567
**********************

Dependent variable = LAAASAL 

 1983.3 -   2012.4,    0 missing obs.,  118 obs. used.

Mean of dependent variable       -6.339928478

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.654954376       0.587568156  -4.51855     1.000000
15110 LAASAL  ( -1)       0.173195929       0.092446830   1.87347    -6.322809
15108 PASAL   (  0)      -2.589753145       0.559781520  -4.62636     1.000053

SE of equation            =     1.337801606
Sum of squared residuals  =  205.817011      -0.640554276E-11
Average absolute error    =     0.833989234
Sum of ABS residuals      =  98.4107296    
R squared                 =   0.27897
Durbin-Watson statistic   =   2.09044
SMPL and No. Obs.         = 1983.3   2012.4    118

Plot of actual(*) and fitted(+) values and residuals(0)


 1983.3!                *        +            !!          0.  .  .           !
 1983.4!      *                 +             !!      0    .  .  .           !
 1984.1!                      +    *          !!           .  . 0.           !
 1984.2!                          +           !!           .  0  .           !
 1984.3!                          +      *    !!           .  .  0           !
 1984.4!                           +    *     !!           .  . 0.           !
 1985.1!                           +    *     !!           .  . 0.           !
 1985.2!                            +    *    !!           .  . 0.           !
 1985.3!                             +    *   !!           .  .  0           !
 1985.4!                              +   *   !!           .  . 0.           !
 1986.1!                               + *    !!           .  .0 .           !
 1986.2!                              +  *    !!           .  .0 .           !
 1986.3!                                +  *  !!           .  .0 .           !
 1986.4!                                +  *  !!           .  .0 .           !
 1987.1!                               *+     !!           .  0  .           !
 1987.2!                               +     *!!           .  .  0           !
 1987.3!                                +  *  !!           .  .0 .           !
 1987.4!                                +  *  !!           .  .0 .           !
 1988.1!                            *  +      !!           . 0.  .           !
 1988.2!                            +    *    !!           .  . 0.           !
 1988.3!                            +    *    !!           .  . 0.           !
 1988.4!                            +    *    !!           .  . 0.           !
 1989.1!                           *+         !!           .  0  .           !
 1989.2!                           +   *      !!           .  . 0.           !
 1989.3!                     *     +          !!           0  .  .           !
 1989.4!                          +     *     !!           .  .  0           !
 1990.1!                             +  *     !!           .  .0 .           !
 1990.2!                              +  *    !!           .  .0 .           !
 1990.3!                              +   *   !!           .  . 0.           !
 1990.4!                               +     *!!           .  .  0           !
 1991.1!                                +    *!!           .  . 0.           !
 1991.2!                               +     *!!           .  .  0           !
 1991.3!                               +*     !!           .  0  .           !
 1991.4!                               +      !!           .  0  .           !
 1992.1!                               +*     !!           .  0  .           !
 1992.2!                               +   *  !!           .  . 0.           !
 1992.3! *                               +    !!0          .  .  .           !
 1992.4!                          +      *    !!           .  .  0           !
 1993.1!                                +*    !!           .  0  .           !
 1993.2!                             *  +     !!           .0 .  .           !
 1993.3!                               + *    !!           .  .0 .           !
 1993.4!                            *  +      !!           .0 .  .           !
 1994.1!                              +   *   !!           .  . 0.           !
 1994.2*                                +     !0           .  .  .           !
 1994.3!                          +       *   !!           .  .  .0          !
 1994.4!                              *+      !!           .  0  .           !
 1995.1*                               +      !!0          .  .  .           !
 1995.2!                          +   *       !!           .  . 0.           !
 1995.3!                            *  +      !!           . 0.  .           !
 1995.4!*                              +      !!0          .  .  .           !
 1996.1!                          +*          !!           .  .0 .           !
 1996.2!                             *+       !!           .  0  .           !
 1996.3!                             * +      !!           . 0.  .           !
 1996.4!                               + *    !!           .  .0 .           !
 1997.1!                            *  +      !!           . 0.  .           !
 1997.2!                              + *     !!           .  .0 .           !
 1997.3!                           *  +       !!           . 0.  .           !
 1997.4!                              +    *  !!           .  . 0.           !
 1998.1!                               +*     !!           .  0  .           !
 1998.2!                               +  *   !!           .  .0 .           !
 1998.3!                                +*    !!           .  0  .           !
 1998.4!                                +   * !!           .  .0 .           !
 1999.1!                                 + *  !!           .  .0 .           !
 1999.2!                                + *   !!           .  .0 .           !
 1999.3!                                +     !!           .  0  .           !
 1999.4!                               +      *!           .  .  0           !
 2000.1!                              * +     !!           . 0.  .           !
 2000.2!                              +   *   !!           .  .0 .           !
 2000.3!                          *    +      !!           .0 .  .           !
 2000.4!                              +   *   !!           .  . 0.           !
 2001.1!                               +*     !!           .  0  .           !
 2001.2!                              +   *   !!           .  . 0.           !
 2001.3!                      *        +      !!          0.  .  .           !
 2001.4!                             +     *  !!           .  .  0           !
 2002.1!                               +*     !!           .  .0 .           !
 2002.2!                              +  *    !!           .  .0 .           !
 2002.3!                               + *    !!           .  .0 .           !
 2002.4!                               +*     !!           .  .0 .           !
 2003.1!                              *+      !!           . 0.  .           !
 2003.2!                             * +      !!           . 0.  .           !
 2003.3!                               +*     !!           .  .0 .           !
 2003.4!                               + *    !!           .  .0 .           !
 2004.1!                               +*     !!           .  0  .           !
 2004.2!                              +*      !!           .  0  .           !
 2004.3!                              +*      !!           .  .0 .           !
 2004.4!                              +*      !!           .  .0 .           !
 2005.1!                              +       !!           .  0  .           !
 2005.2!                            +*        !!           .  .0 .           !
 2005.3!                           +    *     !!           .  . 0.           !
 2005.4!                           +     *    !!           .  .  0           !
 2006.1!                           +    *     !!           .  . 0.           !
 2006.2!                           + *        !!           .  .0 .           !
 2006.3!                          +       *   !!           .  .  .0          !
 2006.4!                           +*         !!           .  .0 .           !
 2007.1!                          +   *       !!           .  . 0.           !
 2007.2!                          +*          !!           .  .0 .           !
 2007.3!                         *+           !!           .  0  .           !
 2007.4!                         +   *        !!           .  . 0.           !
 2008.1!                   *      +           !!           0  .  .           !
 2008.2!                      +         *     !!           .  .  . 0         !
 2008.3!                   *   +              !!           . 0.  .           !
 2008.4!                     +     *          !!           .  .  0           !
 2009.1!                      +     *         !!           .  . 0.           !
 2009.2!                    *    +            !!           .0 .  .           !
 2009.3!                   *    +             !!           0  .  .           !
 2009.4!          *            +              !!        0  .  .  .           !
 2010.1!            *        +                !!          0.  .  .           !
 2010.2!                  +    *              !!           .  . 0.           !
 2010.3!               *  +                   !!           .0 .  .           !
 2010.4!                 +   *                !!           .  . 0.           !
 2011.1!                  +    *              !!           .  .  0           !
 2011.2!                 + *                  !!           .  .0 .           !
 2011.3!               +*                     !!           .  .0 .           !
 2011.4!          *    +                      !!           .0 .  .           !
 2012.1!             * +                      !!           . 0.  .           !
 2012.2!       *       +                      !!          0.  .  .           !
 2012.3!    *          +                      !!         0 .  .  .           !
 2012.4!            *   +                     !!           .0 .  .           !


     11.86 percent of the residuals exceed 1 SE
      4.24 percent of the residuals exceed 2 SE
@@EQ 2920 LAASOAL C LASOAL(-1) PSOAL;SMPL 1997.1 2012.4;OLS;EST 2920 PLOT=0;EN
@@EQ 2921 LAAKOAL C LAKOAL(-1) PKOAL;SMPL 1994.3 2012.4;OLS;EST 2921 PLOT=0;EN
@EQ  2922 LAABEAL C LABEAL(-1) PBEAL;SMPL 1966.1 2012.4;OLS;EST 2922 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDEAL=DEPX$Q/ALPMM;                                                     
 GENR LAADEAL=LOG(AADEAL+.00001);                                             
 GENR LADEAL=LOG(ADEAL+.00001);                                               
 LHS AADEAL=EXP(LAADEAL)-.00001;                                              
  EQ 2923 LAADEAL C LADEAL(-1) PDEAL;                                         
EQUATION 1568  LAADEAL  
   RHS     C  LADEAL(-1)  PDEAL  
 SMPL 1970.1 2012.4;                                                          
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
 OLS;EST 1568 PLOT=0;END;                                                     

Equation number = 1568
**********************

Dependent variable = LAADEAL 

 1970.1 -   2012.4,    0 missing obs.,  172 obs. used.

Mean of dependent variable       -5.417340289

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.261909928       0.771312823  -0.33956     1.000000
15113 LADEAL  ( -1)       0.468565631       0.066708154   7.02411    -5.417125
15111 PDEAL   (  0)      -2.755351432       0.856381076  -3.21744     0.949843

SE of equation            =     0.443543922
Sum of squared residuals  =  33.2475746      -0.115678134E-09
Average absolute error    =     0.337604845
Sum of ABS residuals      =  58.0680333    
R squared                 =   0.33357
Durbin-Watson statistic   =   2.17682
SMPL and No. Obs.         = 1970.1   2012.4    172

Plot of actual(*) and fitted(+) values and residuals(0)


 1970.1!                *  +                  !!          . 0 .   .          !
 1970.2!               *   +                  !!          .0  .   .          !
 1970.3!                +      *              !!          .   .   .0         !
 1970.4!                    +  *              !!          .   . 0 .          !
 1971.1!              *       +               !!        0 .   .   .          !
 1971.2!                * +                   !!          . 0 .   .          !
 1971.3!              *   +                   !!          .0  .   .          !
 1971.4!               +           *          !!          .   .   .    0     !
 1972.1!            *        +                !!       0  .   .   .          !
 1972.2!              +              *        !!          .   .   .       0  !
 1972.3!                     *+               !!          .  0.   .          !
 1972.4!                  +          *        !!          .   .   .    0     !
 1973.1!                 *  +                 !!          . 0 .   .          !
 1973.2!              *+                      !!          .   0   .          !
 1973.3!              +          *            !!          .   .   .   0      !
 1973.4!                    +    *            !!          .   .   0          !
 1974.1!            *       +                 !!        0 .   .   .          !
 1974.2!          *  +                        !!          .0  .   .          !
 1974.3!              +                       !!          .   0   .          !
 1974.4!               +         *            !!          .   .   .   0      !
 1975.1!              *    +                  !!          0   .   .          !
 1975.2!               +  *                   !!          .   . 0 .          !
 1975.3!               * +                    !!          .  0.   .          !
 1975.4!               +    *                 !!          .   .   0          !
 1976.1!          *     +                     !!         0.   .   .          !
 1976.2!         *+                           !!          .  0.   .          !
 1976.3!   *        +                         !!        0 .   .   .          !
 1976.4!        +  *                          !!          .   .  0.          !
 1977.1!           +*                         !!          .   .0  .          !
 1977.2!             +       *                !!          .   .   .  0       !
 1977.3!                 +  *                 !!          .   . 0 .          !
 1977.4!                +     *               !!          .   .   0          !
 1978.1!                +      *              !!          .   .   . 0        !
 1978.2!                * +                   !!          .  0.   .          !
 1978.3!              +         *             !!          .   .   .   0      !
 1978.4!                  +       *           !!          .   .   . 0        !
 1979.1!                 *+                   !!          .  0.   .          !
 1979.2!         *     +                      !!          0   .   .          !
 1979.3!            +                         !!          .   .0  .          !
 1979.4!             + *                      !!          .   . 0 .          !
 1980.1!           *     +                    !!          0   .   .          !
 1980.2!        *      +                      !!         0.   .   .          !
 1980.3!           * +                        !!          . 0 .   .          !
 1980.4!              +                       !!          .   0   .          !
 1981.1!            *    +                    !!          .0  .   .          !
 1981.2!               +                  *   !!          .   .   .          0
 1981.3!                          +        *  !!          .   .   .  0       !
 1981.4!                *        +            !!       0  .   .   .          !
 1982.1!                  +                   !!          .   0   .          !
 1982.2!                   +   *              !!          .   .  0.          !
 1982.3!             *        +               !!       0  .   .   .          !
 1982.4!           *     +                    !!         0.   .   .          !
 1983.1!                +     *               !!          .   .   0          !
 1983.2!                     +    *           !!          .   .   0          !
 1983.3!                       +     *        !!          .   .   0          !
 1983.4!                         +        *   !!          .   .   .  0       !
 1984.1!                           +       *  !!          .   .   . 0        !
 1984.2!                            +         *!          .   .   .   0      !
 1984.3!                              +  *    !!          .   .  0.          !
 1984.4!                            +  *      !!          .   .  0.          !
 1985.1!                          +*          !!          .   0   .          !
 1985.2!                 *     +              !!         0.   .   .          !
 1985.3!                  +       *           !!          .   .   . 0        !
 1985.4!                  *  +                !!          . 0 .   .          !
 1986.1!               * +                    !!          . 0 .   .          !
 1986.2!             * +                      !!          . 0 .   .          !
 1986.3! *           +                        !!    0     .   .   .          !
 1986.4!         +        *                   !!          .   .   .  0       !
 1987.1!               +        *             !!          .   .   .   0      !
 1987.2!               *  +                   !!          .0  .   .          !
 1987.3!        *      +                      !!         0.   .   .          !
 1987.4!           +        *                 !!          .   .   .  0       !
 1988.1!                 +                    !!          .   0   .          !
 1988.2!               *+                     !!          .  0.   .          !
 1988.3!         *      +                     !!        0 .   .   .          !
 1988.4!            +  *                      !!          .   . 0 .          !
 1989.1!          *    +                      !!         0.   .   .          !
 1989.2!             *+                       !!          .  0.   .          !
 1989.3!              +  *                    !!          .   . 0 .          !
 1989.4!            *  +                      !!          .0  .   .          !
 1990.1!             +*                       !!          .   .0  .          !
 1990.2!               +     *                !!          .   .   .0         !
 1990.3!          *       +                   !!        0 .   .   .          !
 1990.4!             +       *                !!          .   .   . 0        !
 1991.1!           *      +                   !!         0.   .   .          !
 1991.2!          *   +                       !!          .0  .   .          !
 1991.3!             +        *               !!          .   .   . 0        !
 1991.4!                   +    *             !!          .   .   0          !
 1992.1!               *    +                 !!          0   .   .          !
 1992.2!               +  *                   !!          .   . 0 .          !
 1992.3!            *   +                     !!          .0  .   .          !
 1992.4!             + *                      !!          .   . 0 .          !
 1993.1!         *      +                     !!        0 .   .   .          !
 1993.2!           * +                        !!          . 0 .   .          !
 1993.3!         *    +                       !!         0.   .   .          !
 1993.4!        *    +                        !!          .0  .   .          !
 1994.1*            +                         !!    0     .   .   .          !
 1994.2!   *     +                            !!          0   .   .          !
 1994.3!       * +                            !!          . 0 .   .          !
 1994.4!         + *                          !!          .   . 0 .          !
 1995.1!       *     +                        !!         0.   .   .          !
 1995.2!     *    +                           !!          0   .   .          !
 1995.3!        * +                           !!          . 0 .   .          !
 1995.4!       *    +                         !!          0   .   .          !
 1996.1!         * +                          !!          . 0 .   .          !
 1996.2!           *+                         !!          .  0.   .          !
 1996.3!            *+                        !!          . 0 .   .          !
 1996.4!              + *                     !!          .   . 0 .          !
 1997.1!               *+                     !!          .  0.   .          !
 1997.2!               *+                     !!          .   0   .          !
 1997.3!           *    +                     !!          0   .   .          !
 1997.4!              +*                      !!          .   .0  .          !
 1998.1!                +                     !!          .   0   .          !
 1998.2!              * +                     !!          . 0 .   .          !
 1998.3!              *+                      !!          .  0.   .          !
 1998.4!              *+                      !!          .   0   .          !
 1999.1!             * +                      !!          . 0 .   .          !
 1999.2!             * +                      !!          .  0.   .          !
 1999.3!             * +                      !!          . 0 .   .          !
 1999.4!               +                      !!          .   0   .          !
 2000.1!          *     +                     !!         0.   .   .          !
 2000.2!         *    +                       !!          0   .   .          !
 2000.3!         *    +                       !!          0   .   .          !
 2000.4!        *     +                       !!         0.   .   .          !
 2001.1!             +  *                     !!          .   . 0 .          !
 2001.2!               * +                    !!          . 0 .   .          !
 2001.3!                +                     !!          .   0   .          !
 2001.4!                +*                    !!          .   0   .          !
 2002.1!                 +*                   !!          .   .0  .          !
 2002.2!                 +*                   !!          .   .0  .          !
 2002.3!                 +*                   !!          .   .0  .          !
 2002.4!                +  *                  !!          .   . 0 .          !
 2003.1!           *    +                     !!          0   .   .          !
 2003.2!          * +                         !!          . 0 .   .          !
 2003.3!           *+                         !!          .  0.   .          !
 2003.4!          * +                         !!          .  0.   .          !
 2004.1!           +    *                     !!          .   .  0.          !
 2004.2!              +*                      !!          .   0   .          !
 2004.3!             +*                       !!          .   0   .          !
 2004.4!            + *                       !!          .   .0  .          !
 2005.1!          * +                         !!          . 0 .   .          !
 2005.2!          +  *                        !!          .   . 0 .          !
 2005.3!   *        +                         !!       0  .   .   .          !
 2005.4!        +*                            !!          .   .0  .          !
 2006.1!           +                          !!          .   0   .          !
 2006.2!           +   *                      !!          .   .  0.          !
 2006.3!            *+                        !!          .  0.   .          !
 2006.4!            +*                        !!          .   0   .          !
 2007.1!             + *                      !!          .   . 0 .          !
 2007.2!             *+                       !!          .  0.   .          !
 2007.3!    *       +                         !!        0 .   .   .          !
 2007.4!        +   *                         !!          .   .  0.          !
 2008.1!           +*                         !!          .   .0  .          !
 2008.2!           +*                         !!          .   .0  .          !
 2008.3!          * +                         !!          .  0.   .          !
 2008.4!            +   *                     !!          .   .  0.          !
 2009.1!               + *                    !!          .   . 0 .          !
 2009.2!               +   *                  !!          .   .  0.          !
 2009.3!*               +                     !!  0       .   .   .          !
 2009.4!      +               *               !!          .   .   .       0  !
 2010.1!       *          +                   !!      0   .   .   .          !
 2010.2!        *  +                          !!          .0  .   .          !
 2010.3!            + *                       !!          .   . 0 .          !
 2010.4!               + *                    !!          .   . 0 .          !
 2011.1!                +*                    !!          .   .0  .          !
 2011.2!                +    *                !!          .   .   0          !
 2011.3!                 +*                   !!          .   .0  .          !
 2011.4!                 +  *                 !!          .   . 0 .          !
 2012.1!                 +                    !!          .   0   .          !
 2012.2!              * +                     !!          .  0.   .          !
 2012.3!               +  *                   !!          .   .  0.          !
 2012.4!                *+                    !!          .   0   .          !


     29.07 percent of the residuals exceed 1 SE
      3.49 percent of the residuals exceed 2 SE
@@EQ 2924 LAANOAL C LANOAL(-1) PNOAL;SMPL 2001.2 2012.4;OLS;EST 2924 PLOT=0;EN
@EQ  2925 LAASWAL C LASWAL(-1) PSWAL;SMPL 1968.2 2012.4;OLS;EST 2925 PLOT=0;EN
@EQ  2926 LAAGRAL C LAGRAL(-1) PGRAL;SMPL 1971.2 2012.4;OLS;EST 2926 PLOT=0;EN
@EQ  2927 LAAIRAL C LAIRAL(-1) PIRAL;SMPL 1978.2 2012.4;OLS;EST 2927 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOAL=POPX$Q/ALPMM;                                                     
 GENR LAAPOAL=LOG(AAPOAL+.00001);                                             
 GENR LAPOAL=LOG(APOAL+.00001);                                               
 LHS AAPOAL=EXP(LAAPOAL)-.00001;                                              
  EQ 2928 LAAPOAL C LAPOAL(-1) PPOAL;                                         
EQUATION 1569  LAAPOAL  
   RHS     C  LAPOAL(-1)  PPOAL  
 SMPL 1976.4 2012.4;                                                          
Sample period is now  1976.4 to  2012.4 Internally:   100 to   244
 OLS;EST 1569 PLOT=0;END;                                                     

Equation number = 1569
**********************

Dependent variable = LAAPOAL 

 1976.4 -   2012.4,    0 missing obs.,  145 obs. used.

Mean of dependent variable       -5.898781986

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.814911699       0.532428596  -1.53056     1.000000
15116 LAPOAL  ( -1)       0.743785228       0.055956216  13.29227    -5.919442
15114 PPOAL   (  0)      -0.621968159       0.418592030  -1.48586     1.095035

SE of equation            =     0.564648810
Sum of squared residuals  =  45.2736156       0.980815429E-11
Average absolute error    =     0.427194083
Sum of ABS residuals      =  61.9431420    
R squared                 =   0.56828
Durbin-Watson statistic   =   2.20144
SMPL and No. Obs.         = 1976.4   2012.4    145

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.4!             *  +                     !!          .0  .   .          !
 1977.1!            *   +                     !!          .0  .   .          !
 1977.2!           *   +                      !!          .0  .   .          !
 1977.3!            *  +                      !!          . 0 .   .          !
 1977.4!          *    +                      !!          0   .   .          !
 1978.1!            * +                       !!          . 0 .   .          !
 1978.2!           *   +                      !!          .0  .   .          !
 1978.3!           *   +                      !!          .0  .   .          !
 1978.4!               +*                     !!          .   .0  .          !
 1979.1!                * +                   !!          . 0 .   .          !
 1979.2!          *       +                   !!       0  .   .   .          !
 1979.3!              +       *               !!          .   .   .  0       !
 1979.4!                   *   +              !!          .0  .   .          !
 1980.1!       *             +                !!  0       .   .   .          !
 1980.2!           *+                         !!          .   0   .          !
 1980.3!             * +                      !!          . 0 .   .          !
 1980.4!                +   *                 !!          .   .  0.          !
 1981.1!                     +    *           !!          .   .   0          !
 1981.2!                         + *          !!          .   . 0 .          !
 1981.3!                   *     +            !!         0.   .   .          !
 1981.4!                 *  +                 !!          .0  .   .          !
 1982.1!           *      +                   !!        0 .   .   .          !
 1982.2!              +*                      !!          .   .0  .          !
 1982.3!           *     +                    !!         0.   .   .          !
 1982.4!              +     *                 !!          .   .   .0         !
 1983.1!                    +  *              !!          .   .  0.          !
 1983.2!                      *+              !!          .   0   .          !
 1983.3!                     +        *       !!          .   .   .  0       !
 1983.4!                        *  +          !!          . 0 .   .          !
 1984.1!                      *+              !!          .  0.   .          !
 1984.2!                     +    *           !!          .   .   0          !
 1984.3!                      * +             !!          .  0.   .          !
 1984.4!                     +    *           !!          .   .   0          !
 1985.1!                      * +             !!          . 0 .   .          !
 1985.2!                    +                 !!          .  0.   .          !
 1985.3!                  *+                  !!          .  0.   .          !
 1985.4!                   +   *              !!          .   .   0          !
 1986.1!                       +  *           !!          .   .  0.          !
 1986.2!                         +  *         !!          .   .  0.          !
 1986.3!                    *     +           !!         0.   .   .          !
 1986.4!                     +                !!          .   0   .          !
 1987.1!                      + *             !!          .   .0  .          !
 1987.2!               *        +             !!       0  .   .   .          !
 1987.3!                 +     *              !!          .   .   .0         !
 1987.4!                       +        *     !!          .   .   .   0      !
 1988.1!                              +       !!          .  0.   .          !
 1988.2!                            +   *     !!          .   .  0.          !
 1988.3!                     *        +       !!      0   .   .   .          !
 1988.4!                      +               !!          .   0   .          !
 1989.1!               *      +               !!        0 .   .   .          !
 1989.2!                 +  *                 !!          .   .  0.          !
 1989.3!                     +                !!          .   0   .          !
 1989.4!                      +               !!          .   .0  .          !
 1990.1!                       + *            !!          .   .0  .          !
 1990.2!                    *    +            !!          0   .   .          !
 1990.3!                      +*              !!          .   .0  .          !
 1990.4!                     *  +             !!          .0  .   .          !
 1991.1!                      +    *          !!          .   .   0          !
 1991.2!                      *   +           !!          .0  .   .          !
 1991.3!                       +   *          !!          .   .  0.          !
 1991.4!                *         +           !!     0    .   .   .          !
 1992.1!           *       +                  !!        0 .   .   .          !
 1992.2*               +                      !! 0        .   .   .          !
 1992.3!      +                 *             !!          .   .   .          0
 1992.4!                      * +             !!          .  0.   .          !
 1993.1!                       +    *         !!          .   .   0          !
 1993.2!                           +          !!          .   0   .          !
 1993.3!                          +     *     !!          .   .   .0         !
 1993.4!                              + *     !!          .   . 0 .          !
 1994.1!                              +  *    !!          .   .  0.          !
 1994.2!                          *    +      !!          0   .   .          !
 1994.3!                         *+           !!          .  0.   .          !
 1994.4!                         +  *         !!          .   .  0.          !
 1995.1!                           +          !!          .   0   .          !
 1995.2!                     *     +          !!         0.   .   .          !
 1995.3!                      + *             !!          .   . 0 .          !
 1995.4!                        +    *        !!          .   .   0          !
 1996.1!                           *+         !!          .  0.   .          !
 1996.2!                        *  +          !!          . 0 .   .          !
 1996.3!                    *   +             !!          .0  .   .          !
 1996.4!                      +  *            !!          .   .  0.          !
 1997.1!                        *+            !!          .   0   .          !
 1997.2!                   *    +             !!          0   .   .          !
 1997.3!                    +*                !!          .   .0  .          !
 1997.4!                     +       *        !!          .   .   .  0       !
 1998.1!                            +*        !!          .   .0  .          !
 1998.2!                      *    +          !!          0   .   .          !
 1998.3!                      *+              !!          .   0   .          !
 1998.4!                      *+              !!          .   0   .          !
 1999.1!                  *    +              !!          0   .   .          !
 1999.2!               *   +                  !!          .0  .   .          !
 1999.3!                 +*                   !!          .   .0  .          !
 1999.4!                   +   *              !!          .   .  0.          !
 2000.1!                       +  *           !!          .   .  0.          !
 2000.2!                     *   +            !!          .0  .   .          !
 2000.3!                     +  *             !!          .   . 0 .          !
 2000.4!                *      +              !!        0 .   .   .          !
 2001.1!                  +    *              !!          .   .   0          !
 2001.2!                      +  *            !!          .   . 0 .          !
 2001.3!                        +             !!          .   0   .          !
 2001.4!                       +    *         !!          .   .   0          !
 2002.1!                        * +           !!          . 0 .   .          !
 2002.2!                       + *            !!          .   .0  .          !
 2002.3!                      * +             !!          . 0 .   .          !
 2002.4!                      +               !!          .   0   .          !
 2003.1!                       +   *          !!          .   .   0          !
 2003.2!                      *   +           !!          .0  .   .          !
 2003.3!                       + *            !!          .   . 0 .          !
 2003.4!                         +            !!          .   0   .          !
 2004.1!                      *  +            !!          . 0 .   .          !
 2004.2!                       +*             !!          .   .0  .          !
 2004.3!                        +             !!          .   0   .          !
 2004.4!                        +             !!          .   0   .          !
 2005.1!                         +            !!          .   0   .          !
 2005.2!                         + *          !!          .   .0  .          !
 2005.3!                      *   +           !!          0   .   .          !
 2005.4!                       +  *           !!          .   .  0.          !
 2006.1!                          +   *       !!          .   .   0          !
 2006.2!                           * +        !!          . 0 .   .          !
 2006.3!                          *+          !!          .   0   .          !
 2006.4!                         *+           !!          .  0.   .          !
 2007.1!                         +*           !!          .   .0  .          !
 2007.2!                          +*          !!          .   .0  .          !
 2007.3!                          *+          !!          .  0.   .          !
 2007.4!                          +*          !!          .   .0  .          !
 2008.1!                           +   *      !!          .   .  0.          !
 2008.2!                              + *     !!          .   . 0 .          !
 2008.3!                               +  *   !!          .   . 0 .          !
 2008.4!                              * +     !!          . 0 .   .          !
 2009.1!                             +  *     !!          .   .  0.          !
 2009.2!                               +  *   !!          .   .  0.          !
 2009.3!                                +     !!          .   0   .          !
 2009.4!                             * +      !!          . 0 .   .          !
 2010.1!                            +  *      !!          .   . 0 .          !
 2010.2!                             + *      !!          .   . 0 .          !
 2010.3!                              +*      !!          .   .0  .          !
 2010.4!                              +   *   !!          .   .  0.          !
 2011.1!                                +  *  !!          .   .  0.          !
 2011.2!                                 +    *!          .   .   0          !
 2011.3!                                  *+  !!          .  0.   .          !
 2011.4!                                +*    !!          .   .0  .          !
 2012.1!                               +  *   !!          .   . 0 .          !
 2012.2!                                +  *  !!          .   .  0.          !
 2012.3!                                 + *  !!          .   . 0 .          !
 2012.4!                                +    *!!          .   .   0          !


     26.21 percent of the residuals exceed 1 SE
      2.76 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPAL=SPPX$Q/ALPMM;                                                     
 GENR LAASPAL=LOG(AASPAL+.00001);                                             
 GENR LASPAL=LOG(ASPAL+.00001);                                               
 LHS AASPAL=EXP(LAASPAL)-.00001;                                              
  EQ 2929 LAASPAL C LASPAL(-1) PSPAL;                                         
EQUATION 1570  LAASPAL  
   RHS     C  LASPAL(-1)  PSPAL  
 SMPL 1968.2 2012.4;                                                          
Sample period is now  1968.2 to  2012.4 Internally:    66 to   244
 OLS;EST 1570 PLOT=0;END;                                                     

Equation number = 1570
**********************

Dependent variable = LAASPAL 

 1968.2 -   2012.4,    0 missing obs.,  179 obs. used.

Mean of dependent variable       -2.910264082

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.289207935       0.196129435  -1.47458     1.000000
15119 LASPAL  ( -1)       0.850564344       0.035783116  23.76999    -2.927630
15117 PSPAL   (  0)      -0.124526017       0.212003217  -0.58738     1.051333

SE of equation            =     0.237473297
Sum of squared residuals  =  9.92526772       0.109066089E-10
Average absolute error    =     0.170900747
Sum of ABS residuals      =  30.5912337    
R squared                 =   0.81072
Durbin-Watson statistic   =   2.08235
SMPL and No. Obs.         = 1968.2   2012.4    179

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.2!  +   *                               !!           .  .  . 0         !
 1968.3!    *    +                            !!        0  .  .  .           !
 1968.4!       +*                             !!           .  . 0.           !
 1969.1!           + *                        !!           .  . 0.           !
 1969.2!              *+                      !!           . 0.  .           !
 1969.3!               +*                     !!           .  .0 .           !
 1969.4!                  + *                 !!           .  . 0.           !
 1970.1!                *    +                !!        0  .  .  .           !
 1970.2!                 +                    !!           . 0.  .           !
 1970.3!                * +                   !!           .0 .  .           !
 1970.4!                  + *                 !!           .  .  0           !
 1971.1!                *    +                !!         0 .  .  .           !
 1971.2!                  + *                 !!           .  . 0.           !
 1971.3!              *      +                !!       0   .  .  .           !
 1971.4!                +  *                  !!           .  .  0           !
 1972.1!                    +   *             !!           .  .  . 0         !
 1972.2!                        *+            !!           . 0.  .           !
 1972.3!                        +*            !!           .  . 0.           !
 1972.4!                     *   +            !!         0 .  .  .           !
 1973.1!                      + *             !!           .  . 0.           !
 1973.2!                       *+             !!           . 0.  .           !
 1973.3!                     *  +             !!           0  .  .           !
 1973.4!                      + *             !!           .  . 0.           !
 1974.1!                        +             !!           .  0  .           !
 1974.2!                       *+             !!           . 0.  .           !
 1974.3!                    *   +             !!          0.  .  .           !
 1974.4!                     +*               !!           .  .0 .           !
 1975.1!                      +               !!           .  0  .           !
 1975.2!                   *   +              !!          0.  .  .           !
 1975.3!                  * +                 !!           0  .  .           !
 1975.4!                  *+                  !!           . 0.  .           !
 1976.1!                   +*                 !!           .  .0 .           !
 1976.2!                  *  +                !!           0  .  .           !
 1976.3!                   *+                 !!           .  0  .           !
 1976.4!                     + *              !!           .  .  0           !
 1977.1!                        +*            !!           .  .0 .           !
 1977.2!                        *+            !!           .0 .  .           !
 1977.3!                        +             !!           .  0  .           !
 1977.4!                      *  +            !!           0  .  .           !
 1978.1!                       +  *           !!           .  .  0           !
 1978.2!                        *  +          !!           0  .  .           !
 1978.3!                        *+            !!           . 0.  .           !
 1978.4!                        +             !!           .  0  .           !
 1979.1!                         +            !!           .  0  .           !
 1979.2!                         +*           !!           .  .0 .           !
 1979.3!                          +           !!           . 0.  .           !
 1979.4!                          + *         !!           .  .  0           !
 1980.1!                      *     +         !!       0   .  .  .           !
 1980.2!                       +*             !!           .  .0 .           !
 1980.3!                        +*            !!           .  0  .           !
 1980.4!                         + *          !!           .  . 0.           !
 1981.1!                         * +          !!           .0 .  .           !
 1981.2!                          +           !!           .  .0 .           !
 1981.3!                          +  *        !!           .  .  0           !
 1981.4!                             +*       !!           .  .0 .           !
 1982.1!                              + *     !!           .  .  0           !
 1982.2!                               +      !!           .  0  .           !
 1982.3!                              *+      !!           . 0.  .           !
 1982.4!                              + *     !!           .  .  0           !
 1983.1!                               *+     !!           . 0.  .           !
 1983.2!                               +  *   !!           .  .  .0          !
 1983.3!                              *  +    !!          0.  .  .           !
 1983.4!                              + *     !!           .  .  0           !
 1984.1!                              * +     !!           .0 .  .           !
 1984.2!                            * +       !!           .0 .  .           !
 1984.3!               *            +         !0           .  .  .           !
 1984.4!     *           +                    !! 0         .  .  .           !
 1985.1*         +                            !!   0       .  .  .           !
 1985.2!   +  *                               !!           .  .  0           !
 1985.3!          +    *                      !!           .  .  .  0        !
 1985.4!                 +       *            !!           .  .  .    0      !
 1986.1!                   *     +            !!       0   .  .  .           !
 1986.2!                    +*                !!           .  .0 .           !
 1986.3!                     *+               !!           . 0.  .           !
 1986.4!                      +    *          !!           .  .  . 0         !
 1987.1!                       *   +          !!         0 .  .  .           !
 1987.2!                       + *            !!           .  . 0.           !
 1987.3!                          +   *       !!           .  .  . 0         !
 1987.4!                           *  +       !!           0  .  .           !
 1988.1!                          * +         !!           .0 .  .           !
 1988.2!                         *+           !!           . 0.  .           !
 1988.3!                          +*          !!           .  .0 .           !
 1988.4!                         * +          !!           .0 .  .           !
 1989.1!                       *  +           !!           0  .  .           !
 1989.2!                       +  *           !!           .  .  0           !
 1989.3!                       *  +           !!           0  .  .           !
 1989.4!                        +*            !!           .  .0 .           !
 1990.1!                         +*           !!           .  .0 .           !
 1990.2!                           +          !!           .  .0 .           !
 1990.3!                           + *        !!           .  . 0.           !
 1990.4!                            +*        !!           .  0  .           !
 1991.1!                            +         !!           .  0  .           !
 1991.2!                            +         !!           .  0  .           !
 1991.3!                            +  *      !!           .  .  0           !
 1991.4!                              +    *  !!           .  .  .  0        !
 1992.1!                              *   +   !!          0.  .  .           !
 1992.2!                              +       !!           .  0  .           !
 1992.3!                              +  *    !!           .  .  .0          !
 1992.4!                                +    *!!           .  .  .  0        !
 1993.1!                                  * + !!           0  .  .           !
 1993.2!                                 + *  !!           .  . 0.           !
 1993.3!                                  +  *!!           .  .  0           !
 1993.4!                                    +*!!           .  .0 .           !
 1994.1!                                    +*!!           .  .0 .           !
 1994.2!                                   +* !!           .  .0 .           !
 1994.3!                                  *+  !!           . 0.  .           !
 1994.4!                                 +    !!           .  0  .           !
 1995.1!                                +  *  !!           .  .  0           !
 1995.2!                                  + * !!           .  . 0.           !
 1995.3!                                   + *!!           .  . 0.           !
 1995.4!                                   +  *!           .  .  0           !
 1996.1!                                   * +!!           . 0.  .           !
 1996.2!                                 *+   !!           . 0.  .           !
 1996.3!                                 +    !!           .  0  .           !
 1996.4!                                + *   !!           .  .  0           !
 1997.1!                                *+    !!           . 0.  .           !
 1997.2!                                +*    !!           .  .0 .           !
 1997.3!                            *   +     !!         0 .  .  .           !
 1997.4!                            +    *    !!           .  .  . 0         !
 1998.1!                              * +     !!           0  .  .           !
 1998.2!                             +*       !!           .  0  .           !
 1998.3!                             + *      !!           .  . 0.           !
 1998.4!                              *+      !!           . 0.  .           !
 1999.1!                            * +       !!           .0 .  .           !
 1999.2!                           *+         !!           .  0  .           !
 1999.3!                           *+         !!           .  0  .           !
 1999.4!                            +  *      !!           .  .  .0          !
 2000.1!                              *+      !!           . 0.  .           !
 2000.2!                              +       !!           .  0  .           !
 2000.3!                            * +       !!           .0 .  .           !
 2000.4!                           *+         !!           . 0.  .           !
 2001.1!                         * +          !!           .0 .  .           !
 2001.2!                          +*          !!           .  .0 .           !
 2001.3!                          *+          !!           . 0.  .           !
 2001.4!                          +  *        !!           .  .  0           !
 2002.1!                            *+        !!           . 0.  .           !
 2002.2!                            +         !!           .  0  .           !
 2002.3!                            + *       !!           .  . 0.           !
 2002.4!                             +        !!           .  0  .           !
 2003.1!                            *+        !!           . 0.  .           !
 2003.2!                            +*        !!           .  .0 .           !
 2003.3!                             +*       !!           .  .0 .           !
 2003.4!                            * +       !!           .0 .  .           !
 2004.1!                         *  +         !!           0  .  .           !
 2004.2!                          +           !!           .  0  .           !
 2004.3!                         * +          !!           . 0.  .           !
 2004.4!                          +   *       !!           .  .  .0          !
 2005.1!                        *    +        !!        0  .  .  .           !
 2005.2!                        +         *   !!           .  .  .       0   !
 2005.3!                             *   +    !!          0.  .  .           !
 2005.4!                             +    *   !!           .  .  . 0         !
 2006.1!                                *+    !!           .  0  .           !
 2006.2!                            *   +     !!          0.  .  .           !
 2006.3!                           *+         !!           .0 .  .           !
 2006.4!                          *+          !!           . 0.  .           !
 2007.1!                          +*          !!           .  .0 .           !
 2007.2!                           + *        !!           .  . 0.           !
 2007.3!                            *+        !!           . 0.  .           !
 2007.4!                            +*        !!           .  .0 .           !
 2008.1!                             +        !!           .  0  .           !
 2008.2!                             + *      !!           .  .  0           !
 2008.3!                               +*     !!           .  . 0.           !
 2008.4!                               +  *   !!           .  . 0.           !
 2009.1!                                *+    !!           . 0.  .           !
 2009.2!                                +*    !!           .  . 0.           !
 2009.3!                               *+     !!           .0 .  .           !
 2009.4!                              +       !!           . 0.  .           !
 2010.1!                             +        !!           . 0.  .           !
 2010.2!                             + *      !!           .  .  0           !
 2010.3!                               +      !!           .  0  .           !
 2010.4!                              +*      !!           .  0  .           !
 2011.1!                              +*      !!           .  .0 .           !
 2011.2!                              + *     !!           .  . 0.           !
 2011.3!                              * +     !!           .0 .  .           !
 2011.4!                              +  *    !!           .  .  .0          !
 2012.1!                                + *   !!           .  . 0.           !
 2012.2!                                 +*   !!           .  .0 .           !
 2012.3!                                *+    !!           . 0.  .           !
 2012.4!                                +   * !!           .  .  . 0         !


     22.35 percent of the residuals exceed 1 SE
      4.47 percent of the residuals exceed 2 SE
@EQ  2930 LAANZAL C LANZAL(-1) PNZAL;SMPL 1990.2 2012.4;OLS;EST 2930 PLOT=0;EN
@@EQ 2931 LAASAAL C LASAAL(-1) PSAAL;SMPL 1983.2 2012.4;OLS;EST 2931 PLOT=0;EN
@@EQ 2932 LAAVEAL C LAVEAL(-1) PVEAL;SMPL 2009.3 2012.4;OLS;EST 2932 PLOT=0;EN
@@EQ 2933 LAACOAL C LACOAL(-1) PCOAL;SMPL 2001.3 2012.4;OLS;EST 2933 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJOAL=JOPX$Q/ALPMM;                                                     
 GENR LAAJOAL=LOG(AAJOAL+.00001);                                             
 GENR LAJOAL=LOG(AJOAL+.00001);                                               
 LHS AAJOAL=EXP(LAAJOAL)-.00001;                                              
  EQ 2934 LAAJOAL C LAJOAL(-1) PJOAL;                                         
EQUATION 1571  LAAJOAL  
   RHS     C  LAJOAL(-1)  PJOAL  
 SMPL 1990.3 2012.4;                                                          
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
 OLS;EST 1571 PLOT=0;END;                                                     

Equation number = 1571
**********************

Dependent variable = LAAJOAL 

 1990.3 -   2012.4,    0 missing obs.,   90 obs. used.

Mean of dependent variable       -6.454323342

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.857739987       0.357307962  -2.40056     1.000000
15122 LAJOAL  ( -1)       0.854116461       0.037236670  22.93751    -6.513633
15120 PJOAL   (  0)      -0.029657996       0.187972544  -0.15778     1.118838

SE of equation            =     0.457581069
Sum of squared residuals  =  18.2160978      -0.944133660E-12
Average absolute error    =     0.304138712
Sum of ABS residuals      =  27.3724841    
R squared                 =   0.86360
Durbin-Watson statistic   =   2.21760
SMPL and No. Obs.         = 1990.3   2012.4     90

Plot of actual(*) and fitted(+) values and residuals(0)


 1990.3*    +                                 !!       0  .   .   .          !
 1990.4*    +                                 !!       0  .   .   .          !
 1991.1!    +        *                        !!          .   .   .        0 !
 1991.2!                +                     !!          .   0   .          !
 1991.3!                 *+                   !!          . 0 .   .          !
 1991.4!                  *+                  !!          .  0.   .          !
 1992.1!                    + *               !!          .   .  0.          !
 1992.2!                      *+              !!          . 0 .   .          !
 1992.3!                     * +              !!          .0  .   .          !
 1992.4!                      *+              !!          .  0.   .          !
 1993.1!              *        +              !!0         .   .   .          !
 1993.2!              * +                     !!          .0  .   .          !
 1993.3!                *+                    !!          .  0.   .          !
 1993.4!                * +                   !!          . 0 .   .          !
 1994.1!                   +         *        !!          .   .   .          0
 1994.2!                              +       !!          .   .0  .          !
 1994.3!                             *+       !!          . 0 .   .          !
 1994.4!                             +*       !!          .   .0  .          !
 1995.1!                          *   +       !!        0 .   .   .          !
 1995.2!                           +          !!          .  0.   .          !
 1995.3!                           + *        !!          .   . 0 .          !
 1995.4!                             +        !!          .  0.   .          !
 1996.1!                          *  +        !!         0.   .   .          !
 1996.2!                           +*         !!          .   .0  .          !
 1996.3!                            +         !!          .   0   .          !
 1996.4!                           * +        !!          . 0 .   .          !
 1997.1!                            +      *  !!          .   .   .     0    !
 1997.2!                                   +  !!          .   .0  .          !
 1997.3!                                   +  !!          .   0   .          !
 1997.4!                                  + * !!          .   . 0 .          !
 1998.1!                                *  +  !!         0.   .   .          !
 1998.2!                                +     !!          .   0   .          !
 1998.3!                                +*    !!          .   .0  .          !
 1998.4!                                 +    !!          .   0   .          !
 1999.1!                               * +    !!          .0  .   .          !
 1999.2!                               +      !!          .   .0  .          !
 1999.3!                               *+     !!          .   0   .          !
 1999.4!                               +*     !!          .   .0  .          !
 2000.1!                               *+     !!          .  0.   .          !
 2000.2!                               + *    !!          .   . 0 .          !
 2000.3!                                +*    !!          .   0   .          !
 2000.4!                               *+     !!          . 0 .   .          !
 2001.1!                               +*     !!          .   . 0 .          !
 2001.2!                                +*    !!          .   .0  .          !
 2001.3!                                 +*   !!          .   . 0 .          !
 2001.4!                                  +   !!          .   .0  .          !
 2002.1!                                  +   !!          .   0   .          !
 2002.2!                                  +*  !!          .   . 0 .          !
 2002.3!                                  + * !!          .   . 0 .          !
 2002.4!                                   +  !!          .   0   .          !
 2003.1!                                   + *!!          .   .   0          !
 2003.2!                                     +*!          .   . 0 .          !
 2003.3!                                  *  +!!          0   .   .          !
 2003.4!                                  + * !!          .   .  0.          !
 2004.1!                                   +  *!          .   .   0          !
 2004.2!                                     +!!          .  0.   .          !
 2004.3!                                    + !!          .  0.   .          !
 2004.4!                               *   +  !!        0 .   .   .          !
 2005.1!                               +     *!!          .   .   .   0      !
 2005.2!                                   *+ !!          . 0 .   .          !
 2005.3!                                  +*  !!          .   .0  .          !
 2005.4!                                  +*  !!          .   .0  .          !
 2006.1!                                   +* !!          .   .0  .          !
 2006.2!                                   +  !!          .   0   .          !
 2006.3!                                * +   !!          .0  .   .          !
 2006.4!                                +     !!          .   0   .          !
 2007.1!                                + *   !!          .   .  0.          !
 2007.2!                                  +*  !!          .   .0  .          !
 2007.3!                                * +   !!          .0  .   .          !
 2007.4!                               *+     !!          . 0 .   .          !
 2008.1!                               + *    !!          .   .   0          !
 2008.2!                                 +    !!          .   0   .          !
 2008.3!                              *  +    !!          0   .   .          !
 2008.4!                              +       !!          .   0   .          !
 2009.1!                            * +       !!          .0  .   .          !
 2009.2!                            +  *      !!          .   .   0          !
 2009.3!                               +      !!          .  0.   .          !
 2009.4!                               +*     !!          .   . 0 .          !
 2010.1!                               *+     !!          .  0.   .          !
 2010.2!                               + *    !!          .   .  0.          !
 2010.3!                                *+    !!          . 0 .   .          !
 2010.4!                                + *   !!          .   .   0          !
 2011.1!                               *  +   !!          .0  .   .          !
 2011.2!                               +      !!          .   0   .          !
 2011.3!                             * +      !!          .0  .   .          !
 2011.4!                             +   *    !!          .   .   . 0        !
 2012.1!                                *+    !!          . 0 .   .          !
 2012.2!                               *+     !!          .  0.   .          !
 2012.3!                             * +      !!          .0  .   .          !
 2012.4!                             + *      !!          .   .  0.          !


     16.67 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
@@EQ 2935 LAASYAL C LASYAL(-1) PSYAL;SMPL 1998.3 2012.4;OLS;EST 2935 PLOT=0;EN
@EQ  2936 LAAIDAL C LAIDAL(-1) PIDAL;SMPL 1979.4 2012.4;OLS;EST 2936 PLOT=0;EN
@EQ  2937 LAAMAAL C LAMAAL(-1) PMAAL;SMPL 1989.1 2012.4;OLS;EST 2937 PLOT=0;EN
@EQ  2938 LAAPAAL C LAPAAL(-1) PPAAL;SMPL 1990.2 2012.4;OLS;EST 2938 PLOT=0;EN
@@EQ 2939 LAAPHAL C LAPHAL(-1) PPHAL;SMPL 2000.3 2012.4;OLS;EST 2939 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHAL=THPX$Q/ALPMM;                                                     
 GENR LAATHAL=LOG(AATHAL+.00001);                                             
 GENR LATHAL=LOG(ATHAL+.00001);                                               
 LHS AATHAL=EXP(LAATHAL)-.00001;                                              
  EQ 2940 LAATHAL C LATHAL(-1) PTHAL;                                         
EQUATION 1572  LAATHAL  
   RHS     C  LATHAL(-1)  PTHAL  
 SMPL 1988.2 2012.4;                                                          
Sample period is now  1988.2 to  2012.4 Internally:   146 to   244
 OLS;EST 1572 PLOT=0;END;                                                     

Equation number = 1572
**********************

Dependent variable = LAATHAL 

 1988.2 -   2012.4,    0 missing obs.,   99 obs. used.

Mean of dependent variable       -6.030220456

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.612861954       0.934816221  -0.65560     1.000000
15125 LATHAL  ( -1)       0.758262522       0.067745080  11.19288    -6.039743
15123 PTHAL   (  0)      -0.780298217       0.743812300  -1.04905     1.073497

SE of equation            =     0.617911504
Sum of squared residuals  =  36.6542041      -0.118216548E-10
Average absolute error    =     0.410674384
Sum of ABS residuals      =  40.6567640    
R squared                 =   0.56617
Durbin-Watson statistic   =   2.15329
SMPL and No. Obs.         = 1988.2   2012.4     99

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.2!                          * +         !!           . 0.  .           !
 1988.3!                       *  +           !!           .0 .  .           !
 1988.4!  *                     +             !0           .  .  .           !
 1989.1!        +            *                !!           .  .  .     0     !
 1989.2!                       +        *     !!           .  .  .   0       !
 1989.3!                               +*     !!           .  .0 .           !
 1989.4!               *               +      !!   0       .  .  .           !
 1990.1!       *          +                   !!      0    .  .  .           !
 1990.2*            +                         !!     0     .  .  .           !
 1990.3!        +*                            !!           .  .0 .           !
 1990.4!               +      *               !!           .  .  .0          !
 1991.1!              *          +            !!       0   .  .  .           !
 1991.2!                   +    *             !!           .  .  0           !
 1991.3!                       *  +           !!           .0 .  .           !
 1991.4!                    *    +            !!          0.  .  .           !
 1992.1!                      *+              !!           .  0  .           !
 1992.2!                    *    +            !!           0  .  .           !
 1992.3!                       +*             !!           .  0  .           !
 1992.4!                       *  +           !!           .0 .  .           !
 1993.1!                         +       *    !!           .  .  . 0         !
 1993.2!                         *      +     !!         0 .  .  .           !
 1993.3!                          +    *      !!           .  .  0           !
 1993.4!                            * +       !!           .0 .  .           !
 1994.1!                            +   *     !!           .  . 0.           !
 1994.2!                            *   +     !!           .0 .  .           !
 1994.3!                            *+        !!           . 0.  .           !
 1994.4!                           *+         !!           . 0.  .           !
 1995.1!                            +*        !!           .  .0 .           !
 1995.2!                           *  +       !!           .0 .  .           !
 1995.3!                            +   *     !!           .  .  0           !
 1995.4!                                +*    !!           .  .0 .           !
 1996.1!                       *        +     !!        0  .  .  .           !
 1996.2!                        *+            !!           .  0  .           !
 1996.3!                         + *          !!           .  .0 .           !
 1996.4!                           +   *      !!           .  . 0.           !
 1997.1!                         *   +        !!           0  .  .           !
 1997.2!                        *+            !!           . 0.  .           !
 1997.3!                     *   +            !!           0  .  .           !
 1997.4!                      +      *        !!           .  .  .0          !
 1998.1!                       *     +        !!          0.  .  .           !
 1998.2!                        +*            !!           .  .0 .           !
 1998.3!                          +           !!           .  0  .           !
 1998.4!                           +     *    !!           .  .  .0          !
 1999.1!                           *    +     !!           0  .  .           !
 1999.2!                           +      *   !!           .  .  .0          !
 1999.3!                         *       +    !!         0 .  .  .           !
 1999.4!                       *  +           !!           .0 .  .           !
 2000.1!                        + *           !!           .  .0 .           !
 2000.2!                          +  *        !!           .  . 0.           !
 2000.3!                            *+        !!           .  0  .           !
 2000.4!                         *  +         !!           .0 .  .           !
 2001.1!                          +    *      !!           .  .  .0          !
 2001.2!                               +*     !!           .  .0 .           !
 2001.3!                               +      !!           .  0  .           !
 2001.4!                              + *     !!           .  .0 .           !
 2002.1!                               +    * !!           .  .  .0          !
 2002.2!                                  +  *!!           .  . 0.           !
 2002.3!                                *  +  !!           .0 .  .           !
 2002.4!                                +     !!           .  0  .           !
 2003.1!                                +     !!           .  0  .           !
 2003.2!                                +     *!           .  .  .0          !
 2003.3!                                *   + !!           0  .  .           !
 2003.4!                                + *   !!           .  .0 .           !
 2004.1!                                 +  * !!           .  . 0.           !
 2004.2!                                   +  !!           .  0  .           !
 2004.3!                                   +  !!           .  0  .           !
 2004.4!                                  +*  !!           .  .0 .           !
 2005.1!                                  +   !!           .  0  .           !
 2005.2!                                  + * !!           .  . 0.           !
 2005.3!                                  *+  !!           . 0.  .           !
 2005.4!                                 +*   !!           .  0  .           !
 2006.1!                                 +    !!           .  0  .           !
 2006.2!                                 +*   !!           .  .0 .           !
 2006.3!                                  +   !!           .  0  .           !
 2006.4!                                 +*   !!           .  0  .           !
 2007.1!                                 +    *!           .  .  0           !
 2007.2!                                    + !!           .  0  .           !
 2007.3!                                  *+  !!           . 0.  .           !
 2007.4!                                  +   !!           .  0  .           !
 2008.1!                                  +   *!           .  .  0           !
 2008.2!                                     +!!           .  0  .           !
 2008.3!                                    +*!!           .  .0 .           !
 2008.4!                                   +* !!           .  .0 .           !
 2009.1!                                  + * !!           .  .0 .           !
 2009.2!                                   +  !!           .  0  .           !
 2009.3!                                  +   !!           .  0  .           !
 2009.4!                                 +*   !!           .  .0 .           !
 2010.1!                                + *   !!           .  . 0.           !
 2010.2!                                 +  * !!           .  .  0           !
 2010.3!                                  + * !!           .  .0 .           !
 2010.4!                                 +   *!!           .  . 0.           !
 2011.1!                                   +  *!           .  . 0.           !
 2011.2!                                    + !!           .  0  .           !
 2011.3!                                  + * !!           .  . 0.           !
 2011.4!                                  +   !!           .  0  .           !
 2012.1!                                +  *  !!           .  . 0.           !
 2012.2!                                 +*   !!           .  .0 .           !
 2012.3!                                 + *  !!           .  . 0.           !
 2012.4!                                 + *  !!           .  . 0.           !


     21.21 percent of the residuals exceed 1 SE
      6.06 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHAL=CHPX$Q/ALPMM;                                                     
 GENR LAACHAL=LOG(AACHAL+.00001);                                             
 GENR LACHAL=LOG(ACHAL+.00001);                                               
 LHS AACHAL=EXP(LAACHAL)-.00001;                                              
  EQ 2941 LAACHAL C LACHAL(-1) PCHAL;                                         
EQUATION 1573  LAACHAL  
   RHS     C  LACHAL(-1)  PCHAL  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1573 PLOT=0;END;                                                     

Equation number = 1573
**********************

Dependent variable = LAACHAL 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.188996211

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.503935790       0.823225896   0.61215     1.000000
15128 LACHAL  ( -1)       0.708357543       0.063274307  11.19503    -4.214999
15126 PCHAL   (  0)      -1.549174656       0.799033574  -1.93881     1.102010

SE of equation            =     0.978021133
Sum of squared residuals  =  117.652616       0.132578393E-10
Average absolute error    =     0.676743159
Sum of ABS residuals      =  85.2696380    
R squared                 =   0.57914
Durbin-Watson statistic   =   2.86399
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                 +  *                 !!          .   . 0 .          !
 1981.4!                     +  *             !!          .   . 0 .          !
 1982.1!                       + *            !!          .   .0  .          !
 1982.2!                     *  +             !!          . 0 .   .          !
 1982.3!                     +  *             !!          .   . 0 .          !
 1982.4!                       +    *         !!          .   .  0.          !
 1983.1!                    *     +           !!          0   .   .          !
 1983.2!                   *+                 !!          .  0.   .          !
 1983.3!                  +    *              !!          .   .  0.          !
 1983.4!                      +*              !!          .   .0  .          !
 1984.1!                     + *              !!          .   .0  .          !
 1984.2!                     *+               !!          .   0   .          !
 1984.3!                *   +                 !!          .0  .   .          !
 1984.4!                +*                    !!          .   0   .          !
 1985.1!                + *                   !!          .   .0  .          !
 1985.2!                 +    *               !!          .   .  0.          !
 1985.3!              *     +                 !!          0   .   .          !
 1985.4!           *    +                     !!          .0  .   .          !
 1986.1!         *    +                       !!          .0  .   .          !
 1986.2!            +     *                   !!          .   .  0.          !
 1986.3!                *  +                  !!          . 0 .   .          !
 1986.4!                  +    *              !!          .   .  0.          !
 1987.1!           *            +             !!     0    .   .   .          !
 1987.2!               +      *               !!          .   .   .0         !
 1987.3!                 *     +              !!          0   .   .          !
 1987.4!                    + *               !!          .   .0  .          !
 1988.1!             *          +             !!       0  .   .   .          !
 1988.2!                 +     *              !!          .   .   0          !
 1988.3!*                      +              !0          .   .   .          !
 1988.4!       +             *                !!          .   .   .    0     !
 1989.1!            *         +               !!        0 .   .   .          !
 1989.2!              *+                      !!          .  0.   .          !
 1989.3!                 + *                  !!          .   .0  .          !
 1989.4!                    +                 !!          .   0   .          !
 1990.1!        *             +               !!     0    .   .   .          !
 1990.2!             +             *          !!          .   .   .   0      !
 1990.3!                      *    +          !!          .0  .   .          !
 1990.4!                  *     +             !!          0   .   .          !
 1991.1!             *        +               !!        0 .   .   .          !
 1991.2!              * +                     !!          . 0 .   .          !
 1991.3*                 +                    !!  0       .   .   .          !
 1991.4!       +               *              !!          .   .   .     0    !
 1992.1!    *                   +             !! 0        .   .   .          !
 1992.2!           +      *                   !!          .   .   0          !
 1992.3!                  *  +                !!          . 0 .   .          !
 1992.4!                  *  +                !!          . 0 .   .          !
 1993.1!     *              +                 !!    0     .   .   .          !
 1993.2!           +    *                     !!          .   .  0.          !
 1993.3!                   +   *              !!          .   . 0 .          !
 1993.4!               *       +              !!         0.   .   .          !
 1994.1!                  +  *                !!          .   . 0 .          !
 1994.2!                  *   +               !!          .0  .   .          !
 1994.3!               *     +                !!          .0  .   .          !
 1994.4!                  +   *               !!          .   .  0.          !
 1995.1!                 *      +             !!          0   .   .          !
 1995.2!                    + *               !!          .   .0  .          !
 1995.3!                  *     +             !!          0   .   .          !
 1995.4!                   * +                !!          .  0.   .          !
 1996.1!                *     +               !!          0   .   .          !
 1996.2!                   +*                 !!          .   0   .          !
 1996.3!                      + *             !!          .   .0  .          !
 1996.4!                    *    +            !!          .0  .   .          !
 1997.1!                      +               !!          .   0   .          !
 1997.2!                     * +              !!          .  0.   .          !
 1997.3!                  *   +               !!          . 0 .   .          !
 1997.4!                    +        *        !!          .   .   .0         !
 1998.1!                    *      +          !!         0.   .   .          !
 1998.2!                     +  *             !!          .   . 0 .          !
 1998.3!                      * +             !!          .  0.   .          !
 1998.4!                       +  *           !!          .   .0  .          !
 1999.1!                       * +            !!          .  0.   .          !
 1999.2!                       +   *          !!          .   . 0 .          !
 1999.3!                         *+           !!          .  0.   .          !
 1999.4!                         +*           !!          .   .0  .          !
 2000.1!                        *+            !!          .   0   .          !
 2000.2!                       +   *          !!          .   . 0 .          !
 2000.3!                         +*           !!          .   0   .          !
 2000.4!                        +             !!          .   0   .          !
 2001.1!                       +*             !!          .   0   .          !
 2001.2!                       +  *           !!          .   . 0 .          !
 2001.3!                        +  *          !!          .   . 0 .          !
 2001.4!                         +*           !!          .   .0  .          !
 2002.1!                         +            !!          .   .0  .          !
 2002.2!                        +  *          !!          .   . 0 .          !
 2002.3!                          + *         !!          .   . 0 .          !
 2002.4!                           + *        !!          .   . 0 .          !
 2003.1!                            + *       !!          .   .0  .          !
 2003.2!                             +  *     !!          .   . 0 .          !
 2003.3!                              +*      !!          .   .0  .          !
 2003.4!                              + *     !!          .   .0  .          !
 2004.1!                               +*     !!          .   .0  .          !
 2004.2!                              + *     !!          .   .0  .          !
 2004.3!                               + *    !!          .   .0  .          !
 2004.4!                                +     !!          .   0   .          !
 2005.1!                               + *    !!          .   .0  .          !
 2005.2!                                + *   !!          .   .0  .          !
 2005.3!                                + *   !!          .   .0  .          !
 2005.4!                                + *   !!          .   .0  .          !
 2006.1!                                + *   !!          .   .0  .          !
 2006.2!                                +   * !!          .   . 0 .          !
 2006.3!                                  +  *!!          .   . 0 .          !
 2006.4!                                  +*  !!          .   .0  .          !
 2007.1!                                 +  * !!          .   . 0 .          !
 2007.2!                                  +  *!!          .   . 0 .          !
 2007.3!                                  + * !!          .   .0  .          !
 2007.4!                                  + * !!          .   .0  .          !
 2008.1!                                  + * !!          .   .0  .          !
 2008.2!                                   +* !!          .   .0  .          !
 2008.3!                                   + *!!          .   . 0 .          !
 2008.4!                                   +* !!          .   .0  .          !
 2009.1!                                  +  *!!          .   . 0 .          !
 2009.2!                                  +   *!          .   . 0 .          !
 2009.3!                                    + *!          .   . 0 .          !
 2009.4!                                    + !!          .   0   .          !
 2010.1!                                  +  *!!          .   . 0 .          !
 2010.2!                                  +   *!          .   . 0 .          !
 2010.3!                                   +* !!          .   .0  .          !
 2010.4!                                  + * !!          .   .0  .          !
 2011.1!                                  +*  !!          .   .0  .          !
 2011.2!                                  +  *!!          .   . 0 .          !
 2011.3!                                  +   *!          .   . 0 .          !
 2011.4!                                   +* !!          .   .0  .          !
 2012.1!                                  +  *!!          .   . 0 .          !
 2012.2!                                  +   *!          .   . 0 .          !
 2012.3!                                   +  *!          .   . 0 .          !
 2012.4!                                   +* !!          .   .0  .          !


     18.25 percent of the residuals exceed 1 SE
      7.14 percent of the residuals exceed 2 SE
@EQ  2942 LAAARAL C LAARAL(-1) PARAL;SMPL 1971.4 2012.4;OLS;EST 2942 PLOT=0;EN
@EQ  2943 LAABRAL C LABRAL(-1) PBRAL;SMPL 1981.3 2012.4;OLS;EST 2943 PLOT=0;EN
@@EQ 2944 LAACEAL C LACEAL(-1) PCEAL;SMPL 2003.3 2012.4;OLS;EST 2944 PLOT=0;EN
@@EQ 2945 LAAMEAL C LAMEAL(-1) PMEAL;SMPL 1995.3 2012.4;OLS;EST 2945 PLOT=0;EN
@@EQ 2946 LAAPEAL C LAPEAL(-1) PPEAL;SMPL 1998.2 2012.4;OLS;EST 2946 PLOT=0;EN
@EQ  2947 LAATUAL C LATUAL(-1) PTUAL;SMPL 1980.1 2012.4;OLS;EST 2947 PLOT=0;EN
@@EQ 2948 LAAPDAL C LAPDAL(-1) PPDAL;SMPL 1992.3 2012.4;OLS;EST 2948 PLOT=0;EN
@@EQ 2949 LAARUAL C LARUAL(-1) PRUAL;SMPL 1992.3 2012.4;OLS;EST 2949 PLOT=0;EN
@@EQ 2950 LAAUEAL C LAUEAL(-1) PUEAL;SMPL 1995.3 2012.4;OLS;EST 2950 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PEGAL=EGPX$/ALPMM;                                                      
 GENR LAAEGAL=LOG(AAEGAL+.00001);                                             
 GENR LAEGAL=LOG(AEGAL+.00001);                                               
 LHS AAEGAL=EXP(LAAEGAL)-.00001;                                              
  EQ 2951 LAAEGAL C LAEGAL(-1) PEGAL;                                         
EQUATION 1574  LAAEGAL  
   RHS     C  LAEGAL(-1)  PEGAL  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1574 PLOT=0;END;                                                     

Equation number = 1574
**********************

Dependent variable = LAAEGAL 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -6.660426902

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.049510130       0.448735733   0.11033     1.000000
15131 LAEGAL  ( -1)       0.895045409       0.041813598  21.40561    -6.704052
15129 PEGAL   (  0)      -0.643829008       0.550545425  -1.16944     1.102010

SE of equation            =     0.499238495
Sum of squared residuals  =  30.6564062      -0.213677964E-10
Average absolute error    =     0.319252591
Sum of ABS residuals      =  40.2258264    
R squared                 =   0.89532
Durbin-Watson statistic   =   2.48600
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!    * +                               !!           .0 .  .           !
 1981.4!     *+                               !!           . 0.  .           !
 1982.1!       +*                             !!           .  .0 .           !
 1982.2!         +                            !!           . 0.  .           !
 1982.3!        * +                           !!           .0 .  .           !
 1982.4!          + *                         !!           .  . 0.           !
 1983.1*             +                        !0           .  .  .           !
 1983.2*  +                                   !!           0  .  .           !
 1983.3!*+                                    !!           . 0.  .           !
 1983.4!* +                                   !!           .0 .  .           !
 1984.1!  +      *                            !!           .  .  .    0      !
 1984.2!       *  +                           !!          0.  .  .           !
 1984.3!     *  +                             !!           0  .  .           !
 1984.4!      +       *                       !!           .  .  .    0      !
 1985.1!         *    +                       !!        0  .  .  .           !
 1985.2!         +         *                  !!           .  .  .       0   !
 1985.3!               *   +                  !!         0 .  .  .           !
 1985.4!                +      *              !!           .  .  .    0      !
 1986.1!                     * +              !!           .0 .  .           !
 1986.2!                 *   +                !!          0.  .  .           !
 1986.3!                  +*                  !!           .  .0 .           !
 1986.4!                   +     *            !!           .  .  .  0        !
 1987.1!                     *   +            !!         0 .  .  .           !
 1987.2!                    *+                !!           . 0.  .           !
 1987.3!                    *+                !!           . 0.  .           !
 1987.4!                   * +                !!           . 0.  .           !
 1988.1!                    + *               !!           .  . 0.           !
 1988.2!                      *+              !!           . 0.  .           !
 1988.3!                      +               !!           .  0  .           !
 1988.4!                     *+               !!           .0 .  .           !
 1989.1!                     +                !!           .  0  .           !
 1989.2!                     *+               !!           . 0.  .           !
 1989.3!                    *+                !!           . 0.  .           !
 1989.4!                   * +                !!           .0 .  .           !
 1990.1!                   *+                 !!           . 0.  .           !
 1990.2!                   *+                 !!           . 0.  .           !
 1990.3!                    +                 !!           .  0  .           !
 1990.4!                   * +                !!           .0 .  .           !
 1991.1!                    *+                !!           .  0  .           !
 1991.2!                     +  *             !!           .  .  0           !
 1991.3!                       *+             !!           . 0.  .           !
 1991.4!                       *+             !!           .  0  .           !
 1992.1!                        +        *    !!           .  .  .      0    !
 1992.2!                               * +    !!           .0 .  .           !
 1992.3!                               +*     !!           .  .0 .           !
 1992.4!                             * +      !!           .0 .  .           !
 1993.1!                            *+        !!           . 0.  .           !
 1993.2!                            +         !!           . 0.  .           !
 1993.3!                            + *       !!           .  . 0.           !
 1993.4!                             +  *     !!           .  .  .0          !
 1994.1!                            *   +     !!          0.  .  .           !
 1994.2!                            + *       !!           .  . 0.           !
 1994.3!                              +  *    !!           .  .  0           !
 1994.4!                              * +     !!           0  .  .           !
 1995.1!                              +       !!           .  0  .           !
 1995.2!                              + *     !!           .  . 0.           !
 1995.3!                              *+      !!           . 0.  .           !
 1995.4!                              +       !!           . 0.  .           !
 1996.1!                            * +       !!           .0 .  .           !
 1996.2!                            +         !!           .  0  .           !
 1996.3!                            +         !!           .  0  .           !
 1996.4!                           *+         !!           . 0.  .           !
 1997.1!                       *   +          !!          0.  .  .           !
 1997.2!                      *+              !!           . 0.  .           !
 1997.3!                     * +              !!           .0 .  .           !
 1997.4!                     +*               !!           .  .0 .           !
 1998.1!                      +*              !!           .  .0 .           !
 1998.2!                        +             !!           .  .0 .           !
 1998.3!                      * +             !!           .0 .  .           !
 1998.4!                       +*             !!           .  .0 .           !
 1999.1!                        +             !!           . 0.  .           !
 1999.2!                        +*            !!           .  .0 .           !
 1999.3!                        *+            !!           . 0.  .           !
 1999.4!                        +*            !!           .  .0 .           !
 2000.1!                         +  *         !!           .  .  0           !
 2000.2!                           +*         !!           .  0  .           !
 2000.3!                           +          !!           .  0  .           !
 2000.4!                           +          !!           .  0  .           !
 2001.1!                        * +           !!           0  .  .           !
 2001.2!                       +              !!           .  0  .           !
 2001.3!                       +              !!           .  0  .           !
 2001.4!                       +              !!           .  0  .           !
 2002.1!                      +   *           !!           .  .  .0          !
 2002.2!                          +           !!           .  0  .           !
 2002.3!                          +           !!           .  0  .           !
 2002.4!                          +           !!           .  0  .           !
 2003.1!                          +   *       !!           .  .  . 0         !
 2003.2!                             *+       !!           .  0  .           !
 2003.3!                             +        !!           .  0  .           !
 2003.4!                             +        !!           .  0  .           !
 2004.1!                             +   *    !!           .  .  .0          !
 2004.2!                                +     !!           .  0  .           !
 2004.3!                                +     !!           .  0  .           !
 2004.4!                                +     !!           .  0  .           !
 2005.1!                         *      +     !!      0    .  .  .           !
 2005.2!                        *+            !!           . 0.  .           !
 2005.3!                         +*           !!           .  .0 .           !
 2005.4!                          +*          !!           .  . 0.           !
 2006.1!                           *+         !!           . 0.  .           !
 2006.2!                           +          !!           . 0.  .           !
 2006.3!                          *+          !!           . 0.  .           !
 2006.4!                          +           !!           . 0.  .           !
 2007.1!                          + *         !!           .  . 0.           !
 2007.2!                           * +        !!           . 0.  .           !
 2007.3!                           *+         !!           . 0.  .           !
 2007.4!                           +*         !!           .  0  .           !
 2008.1!                            +    *    !!           .  .  .  0        !
 2008.2!                                 +*   !!           .  .0 .           !
 2008.3!                                 *+   !!           . 0.  .           !
 2008.4!                               * +    !!           .0 .  .           !
 2009.1!                               +    * !!           .  .  .  0        !
 2009.2!                                    +*!!           .  .0 .           !
 2009.3!                                    + *!           .  .0 .           !
 2009.4!                                     +*!           .  .0 .           !
 2010.1!                                   * +!!           .0 .  .           !
 2010.2!                                  +*  !!           .  .0 .           !
 2010.3!                                  *+  !!           .  0  .           !
 2010.4!                                  +*  !!           .  .0 .           !
 2011.1!                                  + * !!           .  . 0.           !
 2011.2!                                    +*!!           .  .0 .           !
 2011.3!                                    + !!           .  0  .           !
 2011.4!                                   +* !!           .  .0 .           !
 2012.1!                                   +* !!           .  .0 .           !
 2012.2!                                    + !!           .  0  .           !
 2012.3!                                   +  !!           .  0  .           !
 2012.4!                                   +  !!           .  .0 .           !


     18.25 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
@@EQ 2952 LAAISAL C LAISAL(-1) PISAL;SMPL 2013.1 2012.4;OLS;EST 2952 PLOT=0;EN
@@EQ 2953 LAAKEAL C LAKEAL(-1) PKEAL;SMPL 1993.3 2012.4;OLS;EST 2953 PLOT=0;EN
@@EQ 2954 LAABAAL C LABAAL(-1) PBAAL;SMPL 2006.2 2012.4;OLS;EST 2954 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKAL=HKPX$/ALPMM;                                                      
 GENR LAAHKAL=LOG(AAHKAL+.00001);                                             
 GENR LAHKAL=LOG(AHKAL+.00001);                                               
 LHS AAHKAL=EXP(LAAHKAL)-.00001;                                              
  EQ 2955 LAAHKAL C LAHKAL(-1) PHKAL;                                         
EQUATION 1575  LAAHKAL  
   RHS     C  LAHKAL(-1)  PHKAL  
 SMPL 1986.2 2012.4;                                                          
Sample period is now  1986.2 to  2012.4 Internally:   138 to   244
 OLS;EST 1575 PLOT=0;END;                                                     

Equation number = 1575
**********************

Dependent variable = LAAHKAL 

 1986.2 -   2012.4,    0 missing obs.,  107 obs. used.

Mean of dependent variable       -7.231172231

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.936296729       0.559550812  -3.46045     1.000000
15134 LAHKAL  ( -1)       0.692880084       0.065336387  10.60481    -7.256087
15132 PHKAL   (  0)      -0.228630676       0.320587320  -0.71316     1.169036

SE of equation            =     0.496086332
Sum of squared residuals  =  25.5945715       0.351629836E-11
Average absolute error    =     0.399882806
Sum of ABS residuals      =  42.7874602    
R squared                 =   0.53165
Durbin-Watson statistic   =   2.30017
SMPL and No. Obs.         = 1986.2   2012.4    107

Plot of actual(*) and fitted(+) values and residuals(0)


 1986.2*           +                          !!0       .     .     .        !
 1986.3!*      +                              !!     0  .     .     .        !
 1986.4!  *     +                             !!       0.     .     .        !
 1987.1!   *      +                           !!      0 .     .     .        !
 1987.2!          +    *                      !!        .     .     0        !
 1987.3!                   +   *              !!        .     .    0.        !
 1987.4!                  *     +             !!      0 .     .     .        !
 1988.1!              *      +                !!      0 .     .     .        !
 1988.2!                 *+                   !!        .   0 .     .        !
 1988.3!                    +    *            !!        .     .     .0       !
 1988.4!                    *     +           !!       0.     .     .        !
 1989.1!                      +       *       !!        .     .     .   0    !
 1989.2!                          *  +        !!        .  0  .     .        !
 1989.3!                          +  *        !!        .     .   0 .        !
 1989.4!                            + *       !!        .     . 0   .        !
 1990.1!                *            +        !0        .     .     .        !
 1990.2!                   *+                 !!        .    0.     .        !
 1990.3!                     +*               !!        .     0     .        !
 1990.4!                        +          *  !!        .     .     .       0!
 1991.1!                          *      +    !!      0 .     .     .        !
 1991.2!                         *+           !!        .    0.     .        !
 1991.3!                   *      +           !!      0 .     .     .        !
 1991.4!               *     +                !!       0.     .     .        !
 1992.1!                   +           *      !!        .     .     .       0!
 1992.2!                        *     +       !!        0     .     .        !
 1992.3!               *         +            !!  0     .     .     .        !
 1992.4!                  +   *               !!        .     .   0 .        !
 1993.1!                        +        *    !!        .     .     .    0   !
 1993.2!                               +      !!        .    0.     .        !
 1993.3!                             +        !!        .     0     .        !
 1993.4!                            +    *    !!        .     .     0        !
 1994.1!                         *     +      !!       0.     .     .        !
 1994.2!                         +   *        !!        .     .   0 .        !
 1994.3!                            +  *      !!        .     .  0  .        !
 1994.4!                              +       !!        .     0     .        !
 1995.1!                         *   +        !!        . 0   .     .        !
 1995.2!                          +       *   !!        .     .     .  0     !
 1995.3!                                + *   !!        .     .  0  .        !
 1995.4!                                + *   !!        .     . 0   .        !
 1996.1!                              * +     !!        .   0 .     .        !
 1996.2!                             +       *!!        .     .     .  0     !
 1996.3!                                * +   !!        .   0 .     .        !
 1996.4!                               + *    !!        .     .  0  .        !
 1997.1!                               + *    !!        .     . 0   .        !
 1997.2!                               +  *   !!        .     .   0 .        !
 1997.3!                              * +     !!        .   0 .     .        !
 1997.4!                             + *      !!        .     . 0   .        !
 1998.1!                             +    *   !!        .     .    0.        !
 1998.2!                                +     *!        .     .     . 0      !
 1998.3!                                * +   !!        .  0  .     .        !
 1998.4!                              +    *  !!        .     .     0        !
 1999.1!                              *  +    !!        .  0  .     .        !
 1999.2!                             +*       !!        .     . 0   .        !
 1999.3!                             + *      !!        .     . 0   .        !
 1999.4!                              + *     !!        .     .  0  .        !
 2000.1!                              + *     !!        .     . 0   .        !
 2000.2!                              + *     !!        .     . 0   .        !
 2000.3!                             *+       !!        .   0 .     .        !
 2000.4!                           *+         !!        .    0.     .        !
 2001.1!                           +*         !!        .     .0    .        !
 2001.2!                           +*         !!        .     . 0   .        !
 2001.3!                            + *       !!        .     . 0   .        !
 2001.4!                           *+         !!        .   0 .     .        !
 2002.1!                         * +          !!        .   0 .     .        !
 2002.2!                         +    *       !!        .     .     0        !
 2002.3!                         *   +        !!        .0    .     .        !
 2002.4!                       *  +           !!        .  0  .     .        !
 2003.1!                       *+             !!        .    0.     .        !
 2003.2!                         +  *         !!        .     .   0 .        !
 2003.3!                            +   *     !!        .     .    0.        !
 2003.4!                             * +      !!        .   0 .     .        !
 2004.1!                  *          +        !! 0      .     .     .        !
 2004.2!                     +    *           !!        .     .     0        !
 2004.3!                       *   +          !!        . 0   .     .        !
 2004.4!                   *     +            !!       0.     .     .        !
 2005.1!                      +   *           !!        .     .   0 .        !
 2005.2!                        *  +          !!        .  0  .     .        !
 2005.3!                      *  +            !!        .  0  .     .        !
 2005.4!                        +     *       !!        .     .     .0       !
 2006.1!                              +       !!        .     .0    .        !
 2006.2!                        *     +       !!       0.     .     .        !
 2006.3!                          +   *       !!        .     .    0.        !
 2006.4!                             +      * !!        .     .     . 0      !
 2007.1!                              *   +   !!        . 0   .     .        !
 2007.2!                            * +       !!        .  0  .     .        !
 2007.3!                            +      *  !!        .     .     .0       !
 2007.4!                           *     +    !!       0.     .     .        !
 2008.1!                           *+         !!        .    0.     .        !
 2008.2!                            + *       !!        .     .  0  .        !
 2008.3!                              +   *   !!        .     .    0.        !
 2008.4!                           *     +    !!       0.     .     .        !
 2009.1!                           +  *       !!        .     .  0  .        !
 2009.2!                              +*      !!        .     . 0   .        !
 2009.3!                              +   *   !!        .     .   0 .        !
 2009.4!                                *+    !!        .     0     .        !
 2010.1!                       *       +      !!    0   .     .     .        !
 2010.2!                         +   *        !!        .     .    0.        !
 2010.3!                      *      +        !!      0 .     .     .        !
 2010.4!                        +   *         !!        .     .   0 .        !
 2011.1!                            +         !!        .    0.     .        !
 2011.2!                            +*        !!        .     .0    .        !
 2011.3!                          *  +        !!        .  0  .     .        !
 2011.4!                           +       *  !!        .     .     .  0     !
 2012.1!                               * +    !!        .  0  .     .        !
 2012.2!                              +   *   !!        .     .    0.        !
 2012.3!                         *      +     !!     0  .     .     .        !
 2012.4!                          +     *     !!        .     .     .0       !


     32.71 percent of the residuals exceed 1 SE
      5.61 percent of the residuals exceed 2 SE
@EQ  2956 LAASIAL C LASIAL(-1) PSIAL;SMPL 1975.3 2012.4;OLS;EST 2956 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PVIAL=VIPX$/ALPMM;                                                      
 GENR LAAVIAL=LOG(AAVIAL+.00001);                                             
 GENR LAVIAL=LOG(AVIAL+.00001);                                               
 LHS AAVIAL=EXP(LAAVIAL)-.00001;                                              
  EQ 2957 LAAVIAL C LAVIAL(-1) PVIAL;                                         
EQUATION 1576  LAAVIAL  
   RHS     C  LAVIAL(-1)  PVIAL  
 SMPL 1989.3 2012.4;                                                          
Sample period is now  1989.3 to  2012.4 Internally:   151 to   244
 OLS;EST 1576 PLOT=0;END;                                                     

Equation number = 1576
**********************

Dependent variable = LAAVIAL 

 1989.3 -   2012.4,    0 missing obs.,   94 obs. used.

Mean of dependent variable       -6.877393089

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.313502806       0.502428947   0.62397     1.000000
15137 LAVIAL  ( -1)       0.737525994       0.051870818  14.21851    -6.918801
15135 PVIAL   (  0)      -1.970317234       0.537930353  -3.66277     1.059779

SE of equation            =     0.377387400
Sum of squared residuals  =  12.9603337       0.419930757E-11
Average absolute error    =     0.236330069
Sum of ABS residuals      =  22.2150265    
R squared                 =   0.79565
Durbin-Watson statistic   =   2.01621
SMPL and No. Obs.         = 1989.3   2012.4     94

Plot of actual(*) and fitted(+) values and residuals(0)


 1989.3! *     +                              !!       0  .   .   .          !
 1989.4*       +                              !!     0    .   .   .          !
 1990.1!       +             *                !!          .   .   .          0
 1990.2!                     *  +             !!          .0  .   .          !
 1990.3!                      * +             !!          . 0 .   .          !
 1990.4!                     *    +           !!        0 .   .   .          !
 1991.1!                         +      *     !!          .   .   .   0      !
 1991.2!                               + *    !!          .   . 0 .          !
 1991.3!                                +*    !!          .   .0  .          !
 1991.4!                                 +    !!          .   0   .          !
 1992.1!                                 +    !!          .   0   .          !
 1992.2!                               * +    !!          . 0 .   .          !
 1992.3!                               * +    !!          .  0.   .          !
 1992.4!                              * +     !!          . 0 .   .          !
 1993.1!                          *   +       !!          0   .   .          !
 1993.2!                          * +         !!          . 0 .   .          !
 1993.3!                          +           !!          .   0   .          !
 1993.4!                         *+           !!          .   0   .          !
 1994.1!                         +    *       !!          .   .   . 0        !
 1994.2!                              +       !!          .   0   .          !
 1994.3!                             *+       !!          .  0.   .          !
 1994.4!                            +*        !!          .   .0  .          !
 1995.1!                             +*       !!          .   .0  .          !
 1995.2!                             *+       !!          . 0 .   .          !
 1995.3!                             + *      !!          .   . 0 .          !
 1995.4!                               +      !!          .  0.   .          !
 1996.1!                             * +      !!          . 0 .   .          !
 1996.2!                             +*       !!          .   .0  .          !
 1996.3!                              +       !!          .   0   .          !
 1996.4!                             * +      !!          . 0 .   .          !
 1997.1!                            *+        !!          .  0.   .          !
 1997.2!                           +*         !!          .   .0  .          !
 1997.3!                          *+          !!          .  0.   .          !
 1997.4!                          + *         !!          .   .  0.          !
 1998.1!             *             +          !0          .   .   .          !
 1998.2!            *   +                     !!          0   .   .          !
 1998.3!            *  +                      !!          0   .   .          !
 1998.4!             *  +                     !!          0   .   .          !
 1999.1!                +  *                  !!          .   .  0.          !
 1999.2!                    + *               !!          .   . 0 .          !
 1999.3!                      +               !!          .   0   .          !
 1999.4!                      +*              !!          .   .0  .          !
 2000.1!                      +*              !!          .   .0  .          !
 2000.2!                      + *             !!          .   . 0 .          !
 2000.3!                      + *             !!          .   . 0 .          !
 2000.4!                      +*              !!          .   .0  .          !
 2001.1!                      +    *          !!          .   .   . 0        !
 2001.2!                        +  *          !!          .   .   0          !
 2001.3!                        +   *         !!          .   .   0          !
 2001.4!                         + *          !!          .   . 0 .          !
 2002.1!             *          +             !!  0       .   .   .          !
 2002.2!              +                       !!          .   0   .          !
 2002.3!                +                     !!          .  0.   .          !
 2002.4!                *+                    !!          . 0 .   .          !
 2003.1!                  +           *       !!          .   .   .        0 !
 2003.2!                              +       !!          .   .0  .          !
 2003.3!                              +*      !!          .   .0  .          !
 2003.4!                              *+      !!          .  0.   .          !
 2004.1!                         *    +       !!        0 .   .   .          !
 2004.2!                         *+           !!          .  0.   .          !
 2004.3!                          *+          !!          .  0.   .          !
 2004.4!                         *  +         !!          .0  .   .          !
 2005.1!                            +  *      !!          .   .  0.          !
 2005.2!                               +      !!          .   0   .          !
 2005.3!                               + *    !!          .   . 0 .          !
 2005.4!                                +*    !!          .   .0  .          !
 2006.1!                                +     !!          .   0   .          !
 2006.2!                                 +    !!          .   0   .          !
 2006.3!                                 +    !!          .   0   .          !
 2006.4!                                *+    !!          . 0 .   .          !
 2007.1!                                +     !!          .   0   .          !
 2007.2!                               * +    !!          .  0.   .          !
 2007.3!                                +     !!          .  0.   .          !
 2007.4!                                *+    !!          . 0 .   .          !
 2008.1!                                  +*  !!          .   . 0 .          !
 2008.2!                                    + !!          .   0   .          !
 2008.3!                                    *+!!          .   0   .          !
 2008.4!                                  * + !!          . 0 .   .          !
 2009.1!                                 +  * !!          .   .  0.          !
 2009.2!                                   +  !!          .   0   .          !
 2009.3!                                    +*!!          .   . 0 .          !
 2009.4!                                     +!!          .   0   .          !
 2010.1!                                  *  +!!          .0  .   .          !
 2010.2!                                 + *  !!          .   . 0 .          !
 2010.3!                                   +  !!          .   .0  .          !
 2010.4!                                   +* !!          .   .0  .          !
 2011.1!                                   +  !!          .   0   .          !
 2011.2!                                   +* !!          .   .0  .          !
 2011.3!                                   +  *!          .   .  0.          !
 2011.4!                                    +*!!          .   .0  .          !
 2012.1!                                    + *!          .   . 0 .          !
 2012.2!                                    + *!          .   . 0 .          !
 2012.3!                                    + *!          .   .  0.          !
 2012.4!                                    + *!          .   . 0 .          !


     14.89 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@@EQ 2958 LAANIAL C LANIAL(-1) PNIAL;SMPL 2002.3 2012.4;OLS;EST 2958 PLOT=0;EN
@@EQ 2959 LAAIAAL C LAIAAL(-1) PIAAL;SMPL 1982.4 2012.4;OLS;EST 2959 PLOT=0;EN
@@EQ 2960 LAAINAL C LAINAL(-1) PINAL;SMPL 2004.3 2012.4;OLS;EST 2960 PLOT=0;EN
@@EQ 2961 LAAIQAL C LAIQAL(-1) PIQAL;SMPL 2013.1 2012.4;OLS;EST 2961 PLOT=0;EN
@@EQ 2962 LAAKUAL C LAKUAL(-1) PKUAL;SMPL 1994.3 2012.4;OLS;EST 2962 PLOT=0;EN
@@EQ 2963 LAALIAL C LALIAL(-1) PLIAL;SMPL 1987.3 2012.4;OLS;EST 2963 PLOT=0;EN
@@EQ 2964 LAAUAAL C LAUAAL(-1) PUAAL;SMPL 1992.3 2012.4;OLS;EST 2964 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUSIA=USPX$/IAPMM;                                                      
 GENR LAAUSIA=LOG(AAUSIA+.00001);                                             
 GENR LAUSIA=LOG(AUSIA+.00001);                                               
 LHS AAUSIA=EXP(LAAUSIA)-.00001;                                              
  EQ 2965 LAAUSIA C LAUSIA(-1) PUSIA;                                         
EQUATION 1577  LAAUSIA  
   RHS     C  LAUSIA(-1)  PUSIA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1577 PLOT=0;END;                                                     

Equation number = 1577
**********************

Dependent variable = LAAUSIA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.276817097

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.043967856       0.131752099  -0.33372     1.000000
15140 LAUSIA  ( -1)       0.933121777       0.027581814  33.83105    -2.275115
15138 PUSIA   (  0)      -0.101815505       0.128853382  -0.79017     1.079308

SE of equation            =     0.197413421
Sum of squared residuals  =  7.20983088       0.131894495E-12
Average absolute error    =     0.146989487
Sum of ABS residuals      =  27.6340236    
R squared                 =   0.87769
Durbin-Watson statistic   =   2.65513
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!       +     *                        !!          .   .   .   0      !
 1966.2!             +                        !!          .   0   .          !
 1966.3!              +          *            !!          .   .   .          0
 1966.4!                         +            !!          .   0   .          !
 1967.1!                        *+            !!          .  0.   .          !
 1967.2!                    *   +             !!         0.   .   .          !
 1967.3!              *     +                 !!      0   .   .   .          !
 1967.4!              +         *             !!          .   .   .       0  !
 1968.1!                        +      *      !!          .   .   .     0    !
 1968.2!                              +       *!          .   .   .     0    !
 1968.3!                              *      +!!     0    .   .   .          !
 1968.4!                             +      * !!          .   .   .    0     !
 1969.1!                          *        +  !!   0      .   .   .          !
 1969.2!                          +         * !!          .   .   .        0 !
 1969.3!                                  *+  !!          .  0.   .          !
 1969.4!                                 +  * !!          .   .  0.          !
 1970.1!                                   +  !!          .   .0  .          !
 1970.2!                                * +   !!          .0  .   .          !
 1970.3!                               +    * !!          .   .   . 0        !
 1970.4!                                 *+   !!          . 0 .   .          !
 1971.1!                                + *   !!          .   .  0.          !
 1971.2!                                *+    !!          .  0.   .          !
 1971.3!                               +     *!!          .   .   . 0        !
 1971.4!                          *         + !!  0       .   .   .          !
 1972.1!                          +        *  !!          .   .   .       0  !
 1972.2!                                 * +  !!          . 0 .   .          !
 1972.3!                               *+     !!          .  0.   .          !
 1972.4!                              *+      !!          .  0.   .          !
 1973.1!                              + *     !!          .   .  0.          !
 1973.2!                             * +      !!          .0  .   .          !
 1973.3!                             + *      !!          .   .   0          !
 1973.4!                              *+      !!          .  0.   .          !
 1974.1!                           * +        !!          .0  .   .          !
 1974.2!                         * +          !!          . 0 .   .          !
 1974.3!                         + *          !!          .   .  0.          !
 1974.4!                          *+          !!          .   0   .          !
 1975.1!                         *+           !!          . 0 .   .          !
 1975.2!                        +     *       !!          .   .   .  0       !
 1975.3!                             +*       !!          .   0   .          !
 1975.4!                             +        !!          .   0   .          !
 1976.1!                            +  *      !!          .   .   0          !
 1976.2!                              + *     !!          .   . 0 .          !
 1976.3!                               +      !!          .   0   .          !
 1976.4!                            * +       !!          .0  .   .          !
 1977.1!                       *   +          !!         0.   .   .          !
 1977.2!                       + *            !!          .   .  0.          !
 1977.3!                        *+            !!          .  0.   .          !
 1977.4!                      * +             !!          . 0 .   .          !
 1978.1!                      + *             !!          .   . 0 .          !
 1978.2!                       +              !!          .   0   .          !
 1978.3!                       +              !!          .   .0  .          !
 1978.4!                      *+              !!          . 0 .   .          !
 1979.1!                      +               !!          .   .0  .          !
 1979.2!                      +   *           !!          .   .   .0         !
 1979.3!                          +   *       !!          .   .   . 0        !
 1979.4!                        *     +       !!       0  .   .   .          !
 1980.1!                        +*            !!          .   .0  .          !
 1980.2!                        +             !!          .  0.   .          !
 1980.3!                       +      *       !!          .   .   .    0     !
 1980.4!                        *     +       !!      0   .   .   .          !
 1981.1!                    *  +              !!          0   .   .          !
 1981.2!                 *  +                 !!          .0  .   .          !
 1981.3!                *+                    !!          .  0.   .          !
 1981.4!                +   *                 !!          .   .   .0         !
 1982.1!                    + *               !!          .   .  0.          !
 1982.2!                      +   *           !!          .   .   . 0        !
 1982.3!                      *  +            !!          0   .   .          !
 1982.4!                      +               !!          .   .0  .          !
 1983.1!                      +               !!          .   .0  .          !
 1983.2!                      +               !!          .   0   .          !
 1983.3!                    *+                !!          .  0.   .          !
 1983.4!                    + *               !!          .   .  0.          !
 1984.1!                   * +                !!          . 0 .   .          !
 1984.2!                   +  *               !!          .   .   0          !
 1984.3!                  *   +               !!         0.   .   .          !
 1984.4!                 +  *                 !!          .   .   0          !
 1985.1!                 * +                  !!          .0  .   .          !
 1985.2!              *  +                    !!          .0  .   .          !
 1985.3!              + *                     !!          .   .  0.          !
 1985.4!            *   +                     !!         0.   .   .          !
 1986.1!            +     *                   !!          .   .   .   0      !
 1986.2!                  +                   !!          .   0   .          !
 1986.3!                  + *                 !!          .   .  0.          !
 1986.4!                    +    *            !!          .   .   . 0        !
 1987.1!                *       +             !!    0     .   .   .          !
 1987.2!             *  +                     !!          0   .   .          !
 1987.3!              +  *                    !!          .   .   0          !
 1987.4!                 +                    !!          .   0   .          !
 1988.1!                  +   *               !!          .   .   . 0        !
 1988.2!                  *   +               !!         0.   .   .          !
 1988.3!                  +                   !!          .   0   .          !
 1988.4!                  +                   !!          .   0   .          !
 1989.1!                 *+                   !!          .  0.   .          !
 1989.2!                 +*                   !!          .   .0  .          !
 1989.3!                  +*                  !!          .   .0  .          !
 1989.4!                 * +                  !!          . 0 .   .          !
 1990.1!                 +   *                !!          .   .   .0         !
 1990.2!                     +                !!          .   0   .          !
 1990.3!                     +                !!          .   .0  .          !
 1990.4!                   * +                !!          . 0 .   .          !
 1991.1!                   +                  !!          .   0   .          !
 1991.2!                 * +                  !!          .0  .   .          !
 1991.3!                 +                    !!          .   0   .          !
 1991.4!                 +*                   !!          .   .0  .          !
 1992.1!                  +   *               !!          .   .   .0         !
 1992.2!                     +*               !!          .   .0  .          !
 1992.3!                     *+               !!          .  0.   .          !
 1992.4!                     + *              !!          .   . 0 .          !
 1993.1!                   *   +              !!         0.   .   .          !
 1993.2!                   +  *               !!          .   .   0          !
 1993.3!                   *  +               !!          0   .   .          !
 1993.4!                   +       *          !!          .   .   .     0    !
 1994.1!                   *      +           !!     0    .   .   .          !
 1994.2!                   + *                !!          .   . 0 .          !
 1994.3!                   * +                !!          . 0 .   .          !
 1994.4!               *   +                  !!        0 .   .   .          !
 1995.1!               + *                    !!          .   .  0.          !
 1995.2!                *+                    !!          . 0 .   .          !
 1995.3!                +    *                !!          .   .   . 0        !
 1995.4!                 *   +                !!         0.   .   .          !
 1996.1!                 + *                  !!          .   . 0 .          !
 1996.2!                   +                  !!          .   0   .          !
 1996.3!                   +                  !!          .   0   .          !
 1996.4!                   +                  !!          .   0   .          !
 1997.1!                 * +                  !!          . 0 .   .          !
 1997.2!                 + *                  !!          .   . 0 .          !
 1997.3!                   +                  !!          .   .0  .          !
 1997.4!                  *+                  !!          .  0.   .          !
 1998.1!                 *+                   !!          . 0 .   .          !
 1998.2!             *  +                     !!          0   .   .          !
 1998.3!             +   *                    !!          .   .   .0         !
 1998.4!                 +                    !!          .   .0  .          !
 1999.1!          *      +                    !!     0    .   .   .          !
 1999.2!          + *                         !!          .   . 0 .          !
 1999.3!           + *                        !!          .   . 0 .          !
 1999.4!          *  +                        !!          0   .   .          !
 2000.1!          +  *                        !!          .   .   0          !
 2000.2!         *   +                        !!         0.   .   .          !
 2000.3!         +   *                        !!          .   .   .0         !
 2000.4!       *     +                        !!      0   .   .   .          !
 2001.1!        +   *                         !!          .   .   .0         !
 2001.2!            +                         !!          .   0   .          !
 2001.3!            +                         !!          .   0   .          !
 2001.4!         *  +                         !!          0   .   .          !
 2002.1!         +                            !!          .   .0  .          !
 2002.2!          +                           !!          .   .0  .          !
 2002.3!           +*                         !!          .   . 0 .          !
 2002.4!           *+                         !!          .  0.   .          !
 2003.1!     *     +                          !!       0  .   .   .          !
 2003.2!  *   +                               !!         0.   .   .          !
 2003.3!  *+                                  !!          . 0 .   .          !
 2003.4!   +                                  !!          .   0   .          !
 2004.1!  * +                                 !!          .0  .   .          !
 2004.2!*  +                                  !!          .0  .   .          !
 2004.3!*+                                    !!          .  0.   .          !
 2004.4!*+                                    !!          . 0 .   .          !
 2005.1! + *                                  !!          .   . 0 .          !
 2005.2! *  +                                 !!          .0  .   .          !
 2005.3!*  +                                  !!          0   .   .          !
 2005.4!*+                                    !!          . 0 .   .          !
 2006.1!*+                                    !!          . 0 .   .          !
 2006.2! +*                                   !!          .   . 0 .          !
 2006.3! * +                                  !!          .0  .   .          !
 2006.4*  +                                   !!          0   .   .          !
 2007.1*+                                     !!          .  0.   .          !
 2007.2!+  *                                  !!          .   .   0          !
 2007.3!    +                                 !!          .   0   .          !
 2007.4!  *  +                                !!          .0  .   .          !
 2008.1!   + *                                !!          .   . 0 .          !
 2008.2!   *  +                               !!          .0  .   .          !
 2008.3!    + *                               !!          .   .  0.          !
 2008.4!   *   +                              !!         0.   .   .          !
 2009.1!    +                                 !!          .  0.   .          !
 2009.2!    +*                                !!          .   .0  .          !
 2009.3!    * +                               !!          . 0 .   .          !
 2009.4!     +  *                             !!          .   .   0          !
 2010.1!       * +                            !!          . 0 .   .          !
 2010.2!  *     +                             !!      0   .   .   .          !
 2010.3!   +   *                              !!          .   .   . 0        !
 2010.4!     *  +                             !!          0   .   .          !
 2011.1!    * +                               !!          .0  .   .          !
 2011.2!  *  +                                !!          0   .   .          !
 2011.3!  *+                                  !!          . 0 .   .          !
 2011.4!  *+                                  !!          .  0.   .          !
 2012.1!  *+                                  !!          .  0.   .          !
 2012.2!  *+                                  !!          .  0.   .          !
 2012.3!   +                                  !!          .   0   .          !
 2012.4!*   +                                 !!         0.   .   .          !


     27.13 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCAIA=CAPX$/IAPMM;                                                      
 GENR LAACAIA=LOG(AACAIA+.00001);                                             
 GENR LACAIA=LOG(ACAIA+.00001);                                               
 LHS AACAIA=EXP(LAACAIA)-.00001;                                              
  EQ 2966 LAACAIA C LACAIA(-1) PCAIA;                                         
EQUATION 1578  LAACAIA  
   RHS     C  LACAIA(-1)  PCAIA  
 SMPL 1969.2 2012.4;                                                          
Sample period is now  1969.2 to  2012.4 Internally:    70 to   244
 OLS;EST 1578 PLOT=0;END;                                                     

Equation number = 1578
**********************

Dependent variable = LAACAIA 

 1969.2 -   2012.4,    0 missing obs.,  175 obs. used.

Mean of dependent variable       -4.320864640

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.989057271       0.292712434  -3.37894     1.000000
15143 LACAIA  ( -1)       0.604088877       0.060029799  10.06315    -4.323236
15141 PCAIA   (  0)      -0.746008179       0.278524512  -2.67843     0.965389

SE of equation            =     0.384661932
Sum of squared residuals  =  25.4499459      -0.102486908E-10
Average absolute error    =     0.279574171
Sum of ABS residuals      =  48.9254799    
R squared                 =   0.47119
Durbin-Watson statistic   =   2.33999
SMPL and No. Obs.         = 1969.2   2012.4    175

Plot of actual(*) and fitted(+) values and residuals(0)


 1969.2!    *       +                         !!        0 .   .   .          !
 1969.3!   *       +                          !!        0 .   .   .          !
 1969.4!   *     +                            !!          0   .   .          !
 1970.1!         +        *                   !!          .   .   . 0        !
 1970.2!                  +  *                !!          .   .  0.          !
 1970.3!                   +    *             !!          .   .  0.          !
 1970.4!                     + *              !!          .   . 0 .          !
 1971.1!*                    +                !0          .   .   .          !
 1971.2*        +                             !!       0  .   .   .          !
 1971.3!       +                   *          !!          .   .   .         0!
 1971.4!          *             +             !!   0      .   .   .          !
 1972.1!              +    *                  !!          .   .   0          !
 1972.2!            *       +                 !!        0 .   .   .          !
 1972.3!                + *                   !!          .   . 0 .          !
 1972.4!                  *+                  !!          .  0.   .          !
 1973.1! *                  +                 !!0         .   .   .          !
 1973.2!  *      +                            !!         0.   .   .          !
 1973.3!          +                           !!          .  0.   .          !
 1973.4!               +     *                !!          .   .   0          !
 1974.1!               *     +                !!          0   .   .          !
 1974.2!                 +        *           !!          .   .   .  0       !
 1974.3!                        +             !!          .   0   .          !
 1974.4!                     *+               !!          .  0.   .          !
 1975.1!                    +*                !!          .   .0  .          !
 1975.2!                    +                 !!          .   0   .          !
 1975.3!                    +                 !!          .   0   .          !
 1975.4!                   + *                !!          .   . 0 .          !
 1976.1!        *           +                 !!     0    .   .   .          !
 1976.2!            +      *                  !!          .   .   .0         !
 1976.3!                  +  *                !!          .   . 0 .          !
 1976.4!                   +         *        !!          .   .   .  0       !
 1977.1!                         +            !!          .   0   .          !
 1977.2!              *       +               !!        0 .   .   .          !
 1977.3!               +  *                   !!          .   . 0 .          !
 1977.4!          *       +                   !!        0 .   .   .          !
 1978.1!           *  +                       !!          . 0 .   .          !
 1978.2!               +  *                   !!          .   . 0 .          !
 1978.3!                   +  *               !!          .   . 0 .          !
 1978.4!                      +*              !!          .   .0  .          !
 1979.1!                     *+               !!          .  0.   .          !
 1979.2!           *       +                  !!        0 .   .   .          !
 1979.3!              +                       !!          .   0   .          !
 1979.4!           *    +                     !!          0   .   .          !
 1980.1!             +          *             !!          .   .   .   0      !
 1980.2!             *        +               !!        0 .   .   .          !
 1980.3!              +            *          !!          .   .   .    0     !
 1980.4!        *              +              !!   0      .   .   .          !
 1981.1!            + *                       !!          .   .0  .          !
 1981.2!       *       +                      !!        0 .   .   .          !
 1981.3!        * +                           !!          . 0 .   .          !
 1981.4!    *      +                          !!         0.   .   .          !
 1982.1!      *  +                            !!          . 0 .   .          !
 1982.2!          +          *                !!          .   .   .   0      !
 1982.3!                   +   *              !!          .   .  0.          !
 1982.4!                *   +                 !!          .0  .   .          !
 1983.1!                +       *             !!          .   .   . 0        !
 1983.2!                     +    *           !!          .   .   0          !
 1983.3!             *        +               !!       0  .   .   .          !
 1983.4!              +         *             !!          .   .   .   0      !
 1984.1!                    *+                !!          .   0   .          !
 1984.2!                  +        *          !!          .   .   . 0        !
 1984.3!                      +          *    !!          .   .   .   0      !
 1984.4!                         *+           !!          .  0.   .          !
 1985.1!                     +        *       !!          .   .   .  0       !
 1985.2!                       +      *       !!          .   .   .0         !
 1985.3!                        +             !!          .  0.   .          !
 1985.4!                    +         *       !!          .   .   .  0       !
 1986.1!                        +*            !!          .   .0  .          !
 1986.2!                       +              *!          .   .   .      0   !
 1986.3!                           *    +     !!          0   .   .          !
 1986.4!                         *+           !!          .   0   .          !
 1987.1!                         +      *     !!          .   .   . 0        !
 1987.2!                             +   *    !!          .   .   0          !
 1987.3!                             +     *  !!          .   .   .0         !
 1987.4!                              +       !!          .   0   .          !
 1988.1!                    *      +          !!         0.   .   .          !
 1988.2!                      +           *   !!          .   .   .    0     !
 1988.3!                             +  *     !!          .   . 0 .          !
 1988.4!                            +    *    !!          .   .   0          !
 1989.1!                           *+         !!          .  0.   .          !
 1989.2!                        +    *        !!          .   .   0          !
 1989.3!                         +            !!          .   0   .          !
 1989.4!                      +     *         !!          .   .   0          !
 1990.1!                        + *           !!          .   . 0 .          !
 1990.2!                        + *           !!          .   .0  .          !
 1990.3!                  *     +             !!          0   .   .          !
 1990.4!                    +   *             !!          .   .  0.          !
 1991.1!                        +             !!          .   0   .          !
 1991.2!                       +*             !!          .   .0  .          !
 1991.3!                       +*             !!          .   .0  .          !
 1991.4!                       + *            !!          .   . 0 .          !
 1992.1!                        +  *          !!          .   . 0 .          !
 1992.2!                         +   *        !!          .   .  0.          !
 1992.3!                   *      +           !!        0 .   .   .          !
 1992.4!                    +     *           !!          .   .   0          !
 1993.1!                         +*           !!          .   .0  .          !
 1993.2!                        +    *        !!          .   .   0          !
 1993.3!                      *    +          !!          0   .   .          !
 1993.4!                 *    +               !!          0   .   .          !
 1994.1!                    +    *            !!          .   .   0          !
 1994.2!                  *     +             !!         0.   .   .          !
 1994.3!                   *+                 !!          .   0   .          !
 1994.4!                     +*               !!          .   .0  .          !
 1995.1!                      *+              !!          .   0   .          !
 1995.2!                     * +              !!          . 0 .   .          !
 1995.3!                      +               !!          .   0   .          !
 1995.4!                      +*              !!          .   0   .          !
 1996.1!                       +      *       !!          .   .   .0         !
 1996.2!                       *   +          !!          .0  .   .          !
 1996.3!                       +  *           !!          .   . 0 .          !
 1996.4!                       *+             !!          .  0.   .          !
 1997.1!                      *+              !!          .  0.   .          !
 1997.2!                      +*              !!          .   .0  .          !
 1997.3!                      + *             !!          .   .0  .          !
 1997.4!                 *     +              !!          0   .   .          !
 1998.1!                  + *                 !!          .   . 0 .          !
 1998.2!                   +  *               !!          .   . 0 .          !
 1998.3!                    +  *              !!          .   . 0 .          !
 1998.4!                     + *              !!          .   .0  .          !
 1999.1!              *      +                !!         0.   .   .          !
 1999.2!              +         *             !!          .   .   .  0       !
 1999.3!                    *+                !!          .   0   .          !
 1999.4!                   +     *            !!          .   .   0          !
 2000.1!                      + *             !!          .   .0  .          !
 2000.2!                     + *              !!          .   . 0 .          !
 2000.3!                    *+                !!          .   0   .          !
 2000.4!                 * +                  !!          . 0 .   .          !
 2001.1!              *  +                    !!          . 0 .   .          !
 2001.2!               +                      !!          .   0   .          !
 2001.3!               +                      !!          .   0   .          !
 2001.4!              *+                      !!          .  0.   .          !
 2002.1!              + *                     !!          .   .0  .          !
 2002.2!                +                     !!          .   .0  .          !
 2002.3!          *     +                     !!         0.   .   .          !
 2002.4!            +  *                      !!          .   . 0 .          !
 2003.1!   *           +                      !!      0   .   .   .          !
 2003.2!       * +                            !!          . 0 .   .          !
 2003.3!       *   +                          !!          .0  .   .          !
 2003.4!           +                          !!          .   0   .          !
 2004.1!           * +                        !!          .  0.   .          !
 2004.2!             +                        !!          .  0.   .          !
 2004.3!           *  +                       !!          . 0 .   .          !
 2004.4!        *    +                        !!          .0  .   .          !
 2005.1!           +*                         !!          .   0   .          !
 2005.2!          *  +                        !!          . 0 .   .          !
 2005.3!         *  +                         !!          . 0 .   .          !
 2005.4!      *   +                           !!          .0  .   .          !
 2006.1!          +*                          !!          .   .0  .          !
 2006.2!            +                         !!          .   0   .          !
 2006.3!           * +                        !!          .  0.   .          !
 2006.4!           * +                        !!          .  0.   .          !
 2007.1!         *  +                         !!          .0  .   .          !
 2007.2!           +                          !!          .   0   .          !
 2007.3!            +*                        !!          .   .0  .          !
 2007.4!             + *                      !!          .   . 0 .          !
 2008.1!              +*                      !!          .   .0  .          !
 2008.2!              +*                      !!          .   .0  .          !
 2008.3!             *+                       !!          .   0   .          !
 2008.4!           *  +                       !!          . 0 .   .          !
 2009.1!            *+                        !!          .  0.   .          !
 2009.2!              + *                     !!          .   .0  .          !
 2009.3!          *     +                     !!          0   .   .          !
 2009.4!         *  +                         !!          . 0 .   .          !
 2010.1!       *   +                          !!          .0  .   .          !
 2010.2!          +*                          !!          .   .0  .          !
 2010.3!      *     +                         !!         0.   .   .          !
 2010.4!         + *                          !!          .   . 0 .          !
 2011.1!            +*                        !!          .   .0  .          !
 2011.2!            * +                       !!          .  0.   .          !
 2011.3!             +*                       !!          .   .0  .          !
 2011.4!          *   +                       !!          .0  .   .          !
 2012.1!          *+                          !!          .  0.   .          !
 2012.2!            +                         !!          .   0   .          !
 2012.3!         *   +                        !!          . 0 .   .          !
 2012.4!           + *                        !!          .   . 0 .          !


     28.00 percent of the residuals exceed 1 SE
      4.57 percent of the residuals exceed 2 SE
@EQ  2967 LAAJAIA C LAJAIA(-1) PJAIA;SMPL 1966.1 2012.4;OLS;EST 2967 PLOT=0;EN
@EQ  2968 LAAAUIA C LAAUIA(-1) PAUIA;SMPL 1969.4 2012.4;OLS;EST 2968 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRIA=FRPX$/IAPMM;                                                      
 GENR LAAFRIA=LOG(AAFRIA+.00001);                                             
 GENR LAFRIA=LOG(AFRIA+.00001);                                               
 LHS AAFRIA=EXP(LAAFRIA)-.00001;                                              
  EQ 2969 LAAFRIA C LAFRIA(-1) PFRIA;                                         
EQUATION 1579  LAAFRIA  
   RHS     C  LAFRIA(-1)  PFRIA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1579 PLOT=0;END;                                                     

Equation number = 1579
**********************

Dependent variable = LAAFRIA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.900673542

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.456045454       0.339887121  -1.34176     1.000000
15146 LAFRIA  ( -1)       0.867520722       0.037055577  23.41134    -3.896174
15144 PFRIA   (  0)      -0.058976211       0.263699139  -0.22365     1.095635

SE of equation            =     0.321120733
Sum of squared residuals  =  19.0769272      -0.262980748E-10
Average absolute error    =     0.245730243
Sum of ABS residuals      =  46.1972857    
R squared                 =   0.75029
Durbin-Watson statistic   =   2.43911
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                      +          *    !!         .    .    .     0   !
 1966.2!                 *            +       !!0        .    .    .         !
 1966.3!                 +                    !!         .    0    .         !
 1966.4!                 +                    !!         .    0    .         !
 1967.1!           *     +                    !!       0 .    .    .         !
 1967.2!           +*                         !!         .    .0   .         !
 1967.3!    *        +                        !!    0    .    .    .         !
 1967.4!      +    *                          !!         .    .    .0        !
 1968.1!            +           *             !!         .    .    .      0  !
 1968.2!          *            +              !! 0       .    .    .         !
 1968.3!           +    *                     !!         .    .    0         !
 1968.4!           *    +                     !!         0    .    .         !
 1969.1!           +                          !!         .    0    .         !
 1969.2!            + *                       !!         .    . 0  .         !
 1969.3!              +     *                 !!         .    .    .0        !
 1969.4!                    + *               !!         .    . 0  .         !
 1970.1!               *     +                !!       0 .    .    .         !
 1970.2!               + *                    !!         .    . 0  .         !
 1970.3!            *    +                    !!         0    .    .         !
 1970.4!            *+                        !!         .   0.    .         !
 1971.1!             +*                       !!         .    .0   .         !
 1971.2!               +  *                   !!         .    .  0 .         !
 1971.3!                * +                   !!         .  0 .    .         !
 1971.4!                +  *                  !!         .    .  0 .         !
 1972.1!                *  +                  !!         .  0 .    .         !
 1972.2!                 +*                   !!         .    . 0  .         !
 1972.3!            *     +                   !!       0 .    .    .         !
 1972.4!             + *                      !!         .    .  0 .         !
 1973.1!               *+                     !!         .   0.    .         !
 1973.2!               +      *               !!         .    .    . 0       !
 1973.3!                    *+                !!         .   0.    .         !
 1973.4!                  * +                 !!         . 0  .    .         !
 1974.1!                  +     *             !!         .    .    .0        !
 1974.2!                       +  *           !!         .    .   0.         !
 1974.3!                     *   +            !!         0    .    .         !
 1974.4!                     +  *             !!         .    .  0 .         !
 1975.1!                   *   +              !!         .0   .    .         !
 1975.2!                   +   *              !!         .    .   0.         !
 1975.3!                    * +               !!         . 0  .    .         !
 1975.4!                   + *                !!         .    . 0  .         !
 1976.1!                     +       *        !!         .    .    .   0     !
 1976.2!                          * +         !!         .  0 .    .         !
 1976.3!                         +   *        !!         .    .   0.         !
 1976.4!                           +*         !!         .    .0   .         !
 1977.1!                          +*          !!         .    .0   .         !
 1977.2!                        * +           !!         .  0 .    .         !
 1977.3!                       +  *           !!         .    .  0 .         !
 1977.4!                     *   +            !!         .0   .    .         !
 1978.1!                    +  *              !!         .    .  0 .         !
 1978.2!                   *  +               !!         . 0  .    .         !
 1978.3!                   +                  !!         .    .0   .         !
 1978.4!                   +                  !!         .    0    .         !
 1979.1!                  *+                  !!         .   0.    .         !
 1979.2!                  +                   !!         .    .0   .         !
 1979.3!                  +  *                !!         .    .   0.         !
 1979.4!                     +  *             !!         .    .  0 .         !
 1980.1!                 *     +              !!       0 .    .    .         !
 1980.2!                 + *                  !!         .    .  0 .         !
 1980.3!                  *+                  !!         .   0.    .         !
 1980.4!                  +*                  !!         .    .0   .         !
 1981.1!                 * +                  !!         .  0 .    .         !
 1981.2!                 + *                  !!         .    . 0  .         !
 1981.3!                   + *                !!         .    . 0  .         !
 1981.4!                    +    *            !!         .    .   0.         !
 1982.1!                        +             *!         .    .    .         0
 1982.2!                          *        +  !!    0    .    .    .         !
 1982.3!                         +  *         !!         .    .  0 .         !
 1982.4!                          +        *  !!         .    .    .   0     !
 1983.1!                        *        +    !!     0   .    .    .         !
 1983.2!                       +          *   !!         .    .    .     0   !
 1983.3!                                +  *  !!         .    .  0 .         !
 1983.4!                         *      +     !!       0 .    .    .         !
 1984.1!                        +  *          !!         .    .  0 .         !
 1984.2!                          + *         !!         .    .  0 .         !
 1984.3!                           +*         !!         .    .0   .         !
 1984.4!                        * +           !!         . 0  .    .         !
 1985.1!                       +  *           !!         .    .  0 .         !
 1985.2!                         +          * !!         .    .    .      0  !
 1985.3!                                  +*  !!         .    . 0  .         !
 1985.4!                                *+    !!         .   0.    .         !
 1986.1!                           *  +       !!         .  0 .    .         !
 1986.2!                          +  *        !!         .    .  0 .         !
 1986.3!                         *  +         !!         . 0  .    .         !
 1986.4!                       *+             !!         .   0.    .         !
 1987.1!                      +    *          !!         .    .    0         !
 1987.2!                          +           !!         .    0    .         !
 1987.3!                         +*           !!         .    . 0  .         !
 1987.4!                         +*           !!         .    .0   .         !
 1988.1!                         +  *         !!         .    .  0 .         !
 1988.2!                        *  +          !!         .  0 .    .         !
 1988.3!                      *+              !!         .  0 .    .         !
 1988.4!                     + *              !!         .    .0   .         !
 1989.1!                     *+               !!         .   0.    .         !
 1989.2!                     +   *            !!         .    .   0.         !
 1989.3!                       *+             !!         .  0 .    .         !
 1989.4!                      +  *            !!         .    .   0.         !
 1990.1!                        +*            !!         .    .0   .         !
 1990.2!                       *+             !!         .  0 .    .         !
 1990.3!                      +               !!         .    0    .         !
 1990.4!                     +*               !!         .    0    .         !
 1991.1!                     +                !!         .    0    .         !
 1991.2!                    +   *             !!         .    .   0.         !
 1991.3!                       +       *      !!         .    .    .  0      !
 1991.4!                     *       +        !!      0  .    .    .         !
 1992.1!                     +     *          !!         .    .    .0        !
 1992.2!                         +      *     !!         .    .    . 0       !
 1992.3!                          *   +       !!         .0   .    .         !
 1992.4!                         +        *   !!         .    .    .    0    !
 1993.1!                                +     !!         .    0    .         !
 1993.2!                        *     +       !!        0.    .    .         !
 1993.3!                    *  +              !!         . 0  .    .         !
 1993.4!                    +*                !!         .    .0   .         !
 1994.1!                     + *              !!         .    . 0  .         !
 1994.2!                       +*             !!         .    . 0  .         !
 1994.3!                    *  +              !!         .0   .    .         !
 1994.4!                    +  *              !!         .    .  0 .         !
 1995.1!                      +   *           !!         .    .   0.         !
 1995.2!                        *+            !!         .    0    .         !
 1995.3!                     * +              !!         .  0 .    .         !
 1995.4!                     +*               !!         .    .0   .         !
 1996.1!                     + *              !!         .    . 0  .         !
 1996.2!                      +*              !!         .    0    .         !
 1996.3!                      +  *            !!         .    .  0 .         !
 1996.4!                        +   *         !!         .    .   0.         !
 1997.1!                          +    *      !!         .    .    0         !
 1997.2!                            * +       !!         .   0.    .         !
 1997.3!                       *   +          !!         .0   .    .         !
 1997.4!                    * +               !!         .  0 .    .         !
 1998.1!                 *  +                 !!         . 0  .    .         !
 1998.2!                 +  *                 !!         .    .  0 .         !
 1998.3!                *   +                 !!         .0   .    .         !
 1998.4!            *   +                     !!         .0   .    .         !
 1999.1!           * +                        !!         .  0 .    .         !
 1999.2!           +   *                      !!         .    .   0.         !
 1999.3!               +*                     !!         .    0    .         !
 1999.4!         *      +                     !!       0 .    .    .         !
 2000.1!           +*                         !!         .    .0   .         !
 2000.2!             +    *                   !!         .    .    0         !
 2000.3!             *    +                   !!         0    .    .         !
 2000.4!             *+                       !!         .   0.    .         !
 2001.1!              +*                      !!         .    . 0  .         !
 2001.2!           *    +                     !!         0    .    .         !
 2001.3!            +   *                     !!         .    .    0         !
 2001.4!                +*                    !!         .    0    .         !
 2002.1!                 + *                  !!         .    .  0 .         !
 2002.2!             *     +                  !!        0.    .    .         !
 2002.3!              +*                      !!         .    .0   .         !
 2002.4!               +*                     !!         .    0    .         !
 2003.1!            *   +                     !!         .0   .    .         !
 2003.2!       *     +                        !!        0.    .    .         !
 2003.3!        *+                            !!         .    0    .         !
 2003.4!         *+                           !!         .   0.    .         !
 2004.1!       *  +                           !!         . 0  .    .         !
 2004.2!   *    +                             !!        0.    .    .         !
 2004.3!     +                                !!         .    .0   .         !
 2004.4!  *    +                              !!         0    .    .         !
 2005.1*    +                                 !!         0    .    .         !
 2005.2! +   *                                !!         .    .   0.         !
 2005.3!      *+                              !!         .  0 .    .         !
 2005.4!      *+                              !!         .  0 .    .         !
 2006.1!   *   +                              !!         .0   .    .         !
 2006.2!    *+                                !!         .   0.    .         !
 2006.3!   *  +                               !!         . 0  .    .         !
 2006.4!   * +                                !!         .  0 .    .         !
 2007.1!    *+                                !!         .   0.    .         !
 2007.2!    * +                               !!         .  0 .    .         !
 2007.3!*     +                               !!        0.    .    .         !
 2007.4!  +    *                              !!         .    .    0         !
 2008.1!  *     +                             !!        0.    .    .         !
 2008.2!   *+                                 !!         .   0.    .         !
 2008.3! *   +                                !!         .0   .    .         !
 2008.4!   +                                  !!         .    0    .         !
 2009.1!     +                                !!         .    0    .         !
 2009.2!       +       *                      !!         .    .    .   0     !
 2009.3!         *     +                      !!       0 .    .    .         !
 2009.4!      *   +                           !!         .0   .    .         !
 2010.1!   *    +                             !!         0    .    .         !
 2010.2!*    +                                !!         0    .    .         !
 2010.3!   +    *                             !!         .    .    .0        !
 2010.4!        *+                            !!         .   0.    .         !
 2011.1!         *+                           !!         .   0.    .         !
 2011.2!     *    +                           !!         0    .    .         !
 2011.3!*      +                              !!      0  .    .    .         !
 2011.4!  +                                   !!         .    0    .         !
 2012.1!     +  *                             !!         .    .   0.         !
 2012.2!*        +                            !!    0    .    .    .         !
 2012.3!  +                                   !!         .    0    .         !
 2012.4!     +      *                         !!         .    .    . 0       !


     27.66 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEIA=GEPX$/IAPMM;                                                      
 GENR LAAGEIA=LOG(AAGEIA+.00001);                                             
 GENR LAGEIA=LOG(AGEIA+.00001);                                               
 LHS AAGEIA=EXP(LAAGEIA)-.00001;                                              
  EQ 2970 LAAGEIA C LAGEIA(-1) PGEIA;                                         
EQUATION 1580  LAAGEIA  
   RHS     C  LAGEIA(-1)  PGEIA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1580 PLOT=0;END;                                                     

Equation number = 1580
**********************

Dependent variable = LAAGEIA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.667949008

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.083688974       0.083488753   1.00240     1.000000
15149 LAGEIA  ( -1)       0.932353615       0.024646463  37.82910    -2.660220
15147 PGEIA   (  0)      -0.289689049       0.120832258  -2.39745     0.936772

SE of equation            =     0.165836787
Sum of squared residuals  =  5.08784041       0.603161965E-11
Average absolute error    =     0.128245172
Sum of ABS residuals      =  24.1100923    
R squared                 =   0.94204
Durbin-Watson statistic   =   2.28473
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                            +        *!!          .   .   .          0
 1966.2!                                    + *!          .   .  0.          !
 1966.3!                                   * +!!          .0  .   .          !
 1966.4!                                *  +  !!         0.   .   .          !
 1967.1!                                +  *  !!          .   .   .0         !
 1967.2!                                 * +  !!          .0  .   .          !
 1967.3!                                 +  * !!          .   .   .0         !
 1967.4!                                   *+ !!          .  0.   .          !
 1968.1!                            *      +  !!  0       .   .   .          !
 1968.2!                            +*        !!          .   . 0 .          !
 1968.3!                              +  *    !!          .   .   .0         !
 1968.4!                            *    +    !!       0  .   .   .          !
 1969.1!                             +*       !!          .   . 0 .          !
 1969.2!                          *   +       !!        0 .   .   .          !
 1969.3!                           + *        !!          .   .  0.          !
 1969.4!                             +*       !!          .   .0  .          !
 1970.1!                           *  +       !!          0   .   .          !
 1970.2!                            +         !!          .   .0  .          !
 1970.3!                            +*        !!          .   .0  .          !
 1970.4!                             +*       !!          .   .0  .          !
 1971.1!                             + *      !!          .   . 0 .          !
 1971.2!                             * +      !!          .0  .   .          !
 1971.3!                          *  +        !!         0.   .   .          !
 1971.4!                          +   *       !!          .   .   . 0        !
 1972.1!                            * +       !!          .0  .   .          !
 1972.2!                           *+         !!          .0  .   .          !
 1972.3!                        *  +          !!          0   .   .          !
 1972.4!                         +            !!          .   0   .          !
 1973.1!                         +            !!          .  0.   .          !
 1973.2!                         + *          !!          .   .  0.          !
 1973.3!                          *+          !!          . 0 .   .          !
 1973.4!                          +*          !!          .   .0  .          !
 1974.1!                           + *        !!          .   .  0.          !
 1974.2!                             +*       !!          .   .0  .          !
 1974.3!                           *  +       !!          0   .   .          !
 1974.4!                           +*         !!          .   0   .          !
 1975.1!                         * +          !!          .0  .   .          !
 1975.2!                         + *          !!          .   .  0.          !
 1975.3!                          *+          !!          . 0 .   .          !
 1975.4!                          +  *        !!          .   .   0          !
 1976.1!                           * +        !!          . 0 .   .          !
 1976.2!                           +*         !!          .   .0  .          !
 1976.3!                           *+         !!          .  0.   .          !
 1976.4!                           +  *       !!          .   .   .0         !
 1977.1!                          *  +        !!        0 .   .   .          !
 1977.2!                         + *          !!          .   .  0.          !
 1977.3!                           +          !!          .   0   .          !
 1977.4!                          + *         !!          .   .  0.          !
 1978.1!                          *+          !!          .  0.   .          !
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 1978.3!                         * +          !!          .0  .   .          !
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 1979.1!                      + *             !!          .   . 0 .          !
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 1979.4!                   * +                !!          . 0 .   .          !
 1980.1!                   +*                 !!          .   . 0 .          !
 1980.2!                    +                 !!          .   0   .          !
 1980.3!                    +                 !!          .   0   .          !
 1980.4!                    + *               !!          .   .  0.          !
 1981.1!                      +    *          !!          .   .   .  0       !
 1981.2!                           +   *      !!          .   .   .  0       !
 1981.3!                              *+      !!          .  0.   .          !
 1981.4!                             + *      !!          .   . 0 .          !
 1982.1!                              +*      !!          .   . 0 .          !
 1982.2!                             * +      !!          . 0 .   .          !
 1982.3!                          *  +        !!         0.   .   .          !
 1982.4!                        * +           !!          0   .   .          !
 1983.1!                        +             !!          .   0   .          !
 1983.2!                        +             !!          .   0   .          !
 1983.3!                        +  *          !!          .   .   .0         !
 1983.4!                         * +          !!          .0  .   .          !
 1984.1!                         +  *         !!          .   .   0          !
 1984.2!                            +*        !!          .   . 0 .          !
 1984.3!                             + *      !!          .   .  0.          !
 1984.4!                          *    +      !!      0   .   .   .          !
 1985.1!                           + *        !!          .   .   0          !
 1985.2!                            *+        !!          .  0.   .          !
 1985.3!                         *  +         !!         0.   .   .          !
 1985.4!                         +            !!          .   .0  .          !
 1986.1!                         +  *         !!          .   .   .0         !
 1986.2!                            +         !!          .   0   .          !
 1986.3!                            +*        !!          .   . 0 .          !
 1986.4!                            + *       !!          .   .  0.          !
 1987.1!                          *   +       !!        0 .   .   .          !
 1987.2!                        *+            !!          .0  .   .          !
 1987.3!                      *+              !!          . 0 .   .          !
 1987.4!                      + *             !!          .   .  0.          !
 1988.1!                        +             !!          .   0   .          !
 1988.2!                       +  *           !!          .   .   .0         !
 1988.3!                          +           !!          .  0.   .          !
 1988.4!                       * +            !!          .0  .   .          !
 1989.1!                       +  *           !!          .   .   0          !
 1989.2!                         +            !!          .   0   .          !
 1989.3!                        *+            !!          . 0 .   .          !
 1989.4!                    *  +              !!         0.   .   .          !
 1990.1!                    +     *           !!          .   .   .      0   !
 1990.2!                         +*           !!          .   0   .          !
 1990.3!                       * +            !!          . 0 .   .          !
 1990.4!                       +  *           !!          .   .   . 0        !
 1991.1!                          +           !!          .   0   .          !
 1991.2!                         + *          !!          .   .  0.          !
 1991.3!                        * +           !!          .0  .   .          !
 1991.4!                        +  *          !!          .   .   .0         !
 1992.1!                       *  +           !!          0   .   .          !
 1992.2!                       +              !!          .   . 0 .          !
 1992.3!                       +*             !!          .   . 0 .          !
 1992.4!                       +   *          !!          .   .   .  0       !
 1993.1!                         *+           !!          . 0 .   .          !
 1993.2!                        +  *          !!          .   .   0          !
 1993.3!                     *    +           !!     0    .   .   .          !
 1993.4!                     +  *             !!          .   .   .0         !
 1994.1!                       +              !!          .  0.   .          !
 1994.2!                      +   *           !!          .   .   . 0        !
 1994.3!                        *+            !!          . 0 .   .          !
 1994.4!                      *+              !!          . 0 .   .          !
 1995.1!                      + *             !!          .   .  0.          !
 1995.2!                       +*             !!          .   .0  .          !
 1995.3!                      *+              !!          . 0 .   .          !
 1995.4!                     +                !!          .   0   .          !
 1996.1!                     +                !!          .   .0  .          !
 1996.2!                     +                !!          .  0.   .          !
 1996.3!                    + *               !!          .   .  0.          !
 1996.4!                     +*               !!          .   . 0 .          !
 1997.1!                     *+               !!          .  0.   .          !
 1997.2!                     +*               !!          .   .0  .          !
 1997.3!                     +  *             !!          .   .   0          !
 1997.4!                       +*             !!          .   .0  .          !
 1998.1!                       + *            !!          .   .  0.          !
 1998.2!                        + *           !!          .   .   .0         !
 1998.3!                       * +            !!          .0  .   .          !
 1998.4!                    * +               !!          0   .   .          !
 1999.1!                  *+                  !!          . 0 .   .          !
 1999.2!             *   +                    !!        0 .   .   .          !
 1999.3!             + *                      !!          .   .   0          !
 1999.4!             * +                      !!          0   .   .          !
 2000.1!             +*                       !!          .   . 0 .          !
 2000.2!              *+                      !!          .   0   .          !
 2000.3!             * +                      !!          .0  .   .          !
 2000.4!             +                        !!          .  0.   .          !
 2001.1!             +   *                    !!          .   .   . 0        !
 2001.2!                *+                    !!          .  0.   .          !
 2001.3!                +                     !!          .  0.   .          !
 2001.4!              * +                     !!          .0  .   .          !
 2002.1!              + *                     !!          .   .   0          !
 2002.2!                + *                   !!          .   . 0 .          !
 2002.3!             *   +                    !!        0 .   .   .          !
 2002.4!             +                        !!          .   .0  .          !
 2003.1!        *    +                        !!       0  .   .   .          !
 2003.2!        +                             !!          .  0.   .          !
 2003.3!      * +                             !!          .0  .   .          !
 2003.4!      +                               !!          .  0.   .          !
 2004.1!      +    *                          !!          .   .   .    0     !
 2004.2!           +                          !!          .   0   .          !
 2004.3!       *   +                          !!       0  .   .   .          !
 2004.4!       +                              !!          .   .0  .          !
 2005.1!      *+                              !!          . 0 .   .          !
 2005.2!     * +                              !!          .0  .   .          !
 2005.3!    * +                               !!          . 0 .   .          !
 2005.4!     + *                              !!          .   .  0.          !
 2006.1!       + *                            !!          .   .  0.          !
 2006.2!   *     +                            !!   0      .   .   .          !
 2006.3!   +*                                 !!          .   .0  .          !
 2006.4!     + *                              !!          .   .  0.          !
 2007.1!   *   +                              !!        0 .   .   .          !
 2007.2!    +                                 !!          .   .0  .          !
 2007.3!    +*                                !!          .   .0  .          !
 2007.4!     +                                !!          .   0   .          !
 2008.1!   * +                                !!          .0  .   .          !
 2008.2!   +*                                 !!          .   .0  .          !
 2008.3!   *+                                 !!          .0  .   .          !
 2008.4!   +                                  !!          .   0   .          !
 2009.1!    +*                                !!          .   . 0 .          !
 2009.2!   * +                                !!          .0  .   .          !
 2009.3!  * +                                 !!          .0  .   .          !
 2009.4!  +*                                  !!          .   .0  .          !
 2010.1!   *+                                 !!          .  0.   .          !
 2010.2!  * +                                 !!          .0  .   .          !
 2010.3!   +                                  !!          .  0.   .          !
 2010.4!  * +                                 !!          .0  .   .          !
 2011.1!  *+                                  !!          . 0 .   .          !
 2011.2! * +                                  !!          . 0 .   .          !
 2011.3*  +                                   !!         0.   .   .          !
 2011.4!+                                     !!          .   0   .          !
 2012.1! + *                                  !!          .   .  0.          !
 2012.2!    +                                 !!          .   0   .          !
 2012.3!    *+                                !!          .  0.   .          !
 2012.4!     + *                              !!          .   .   0          !


     26.60 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITIA=ITPX$/IAPMM;                                                      
 GENR LAAITIA=LOG(AAITIA+.00001);                                             
 GENR LAITIA=LOG(AITIA+.00001);                                               
 LHS AAITIA=EXP(LAAITIA)-.00001;                                              
  EQ 2971 LAAITIA C LAITIA(-1) PITIA;                                         
EQUATION 1581  LAAITIA  
   RHS     C  LAITIA(-1)  PITIA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1581 PLOT=0;END;                                                     

Equation number = 1581
**********************

Dependent variable = LAAITIA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.994613643

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.364257435       0.117518423  -3.09958     1.000000
15152 LAITIA  ( -1)       0.815273889       0.039905021  20.43036    -3.985472
15150 PITIA   (  0)      -0.460608183       0.133353563  -3.45404     0.827394

SE of equation            =     0.255975051
Sum of squared residuals  =  12.1217970      -0.261746180E-11
Average absolute error    =     0.191172558
Sum of ABS residuals      =  35.9404409    
R squared                 =   0.84232
Durbin-Watson statistic   =   2.19066
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                        +             *!           .  .  .           0
 1966.2!                                  +  *!!           .  .  0           !
 1966.3!                              *   +   !!          0.  .  .           !
 1966.4!                            +*        !!           .  .0 .           !
 1967.1!                          *+          !!           .0 .  .           !
 1967.2!                         +  *         !!           .  .  .0          !
 1967.3!                           +   *      !!           .  .  .0          !
 1967.4!                           * +        !!           .0 .  .           !
 1968.1!                          +  *        !!           .  .  0           !
 1968.2!                         * +          !!           .0 .  .           !
 1968.3!                        +     *       !!           .  .  .   0       !
 1968.4!                        *   +         !!          0.  .  .           !
 1969.1!              *        +              !!     0     .  .  .           !
 1969.2!             * +                      !!           0  .  .           !
 1969.3!              +                       !!           .  0  .           !
 1969.4!               +      *               !!           .  .  .  0        !
 1970.1!                     +  *             !!           .  .  0           !
 1970.2!                       +*             !!           .  .0 .           !
 1970.3!                    *  +              !!           0  .  .           !
 1970.4!                *   +                 !!          0.  .  .           !
 1971.1!               * +                    !!           .0 .  .           !
 1971.2!                +*                    !!           .  .0 .           !
 1971.3!             *    +                   !!         0 .  .  .           !
 1971.4!             * +                      !!           .0 .  .           !
 1972.1!             *+                       !!           .0 .  .           !
 1972.2!             *+                       !!           . 0.  .           !
 1972.3!             * +                      !!           .0 .  .           !
 1972.4!              +                       !!           .  0  .           !
 1973.1!             * +                      !!           0  .  .           !
 1973.2!            * +                       !!           .0 .  .           !
 1973.3!              + *                     !!           .  . 0.           !
 1973.4!               * +                    !!           .0 .  .           !
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 1974.3!                +      *              !!           .  .  .    0      !
 1974.4!                   *  +               !!          0.  .  .           !
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 1975.2!                  *    +              !!         0 .  .  .           !
 1975.3!              *   +                   !!         0 .  .  .           !
 1975.4!               +  *                   !!           .  .  0           !
 1976.1!              *   +                   !!         0 .  .  .           !
 1976.2!               +   *                  !!           .  .  .0          !
 1976.3!            *      +                  !!      0    .  .  .           !
 1976.4!           * +                        !!           .0 .  .           !
 1977.1!           * +                        !!           .0 .  .           !
 1977.2!           *+                         !!           . 0.  .           !
 1977.3!            + *                       !!           .  . 0.           !
 1977.4!             * +                      !!           .0 .  .           !
 1978.1!        *     +                       !!         0 .  .  .           !
 1978.2!          +   *                       !!           .  .  .0          !
 1978.3!              *+                      !!           . 0.  .           !
 1978.4!              +  *                    !!           .  .  0           !
 1979.1!           *     +                    !!        0  .  .  .           !
 1979.2!            +                         !!           .  0  .           !
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 1979.4!            * +                       !!           .0 .  .           !
 1980.1!            +                         !!           . 0.  .           !
 1980.2!           *+                         !!           .0 .  .           !
 1980.3!       *   +                          !!          0.  .  .           !
 1980.4!         +                            !!           .  0  .           !
 1981.1!          +                           !!           .  0  .           !
 1981.2!           +   *                      !!           .  .  .0          !
 1981.3!               +   *                  !!           .  .  .0          !
 1981.4!          *        +                  !!     0     .  .  .           !
 1982.1!           +  *                       !!           .  .  0           !
 1982.2!            * +                       !!           .0 .  .           !
 1982.3!          *  +                        !!           0  .  .           !
 1982.4!           + *                        !!           .  . 0.           !
 1983.1!              +*                      !!           .  .0 .           !
 1983.2!               +                      !!           .  0  .           !
 1983.3!          *     +                     !!        0  .  .  .           !
 1983.4!           +   *                      !!           .  .  .0          !
 1984.1!               *+                     !!           .  0  .           !
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 1984.3!               +                      !!           .  0  .           !
 1984.4!               + *                    !!           .  . 0.           !
 1985.1!                 +*                   !!           .  .0 .           !
 1985.2!                  + *                 !!           .  . 0.           !
 1985.3!                *   +                 !!          0.  .  .           !
 1985.4!                + *                   !!           .  . 0.           !
 1986.1!                 + *                  !!           .  . 0.           !
 1986.2!                   +                  !!           .  0  .           !
 1986.3!                   + *                !!           .  . 0.           !
 1986.4!                  * +                 !!           0  .  .           !
 1987.1!                 +                    !!           . 0.  .           !
 1987.2!                +  *                  !!           .  . 0.           !
 1987.3!                  +*                  !!           .  .0 .           !
 1987.4!                * +                   !!           0  .  .           !
 1988.1!              * +                     !!           .0 .  .           !
 1988.2!               +  *                   !!           .  .  .0          !
 1988.3!                  +                   !!           .  0  .           !
 1988.4!                 +*                   !!           .  .0 .           !
 1989.1!                  +                   !!           .  0  .           !
 1989.2!                 +                    !!           . 0.  .           !
 1989.3!                + *                   !!           .  . 0.           !
 1989.4!                 +  *                 !!           .  .  0           !
 1990.1!                   +                  !!           .  0  .           !
 1990.2!                  +*                  !!           .  .0 .           !
 1990.3!                * +                   !!           .0 .  .           !
 1990.4!               +   *                  !!           .  .  .0          !
 1991.1!                  +                   !!           .  .0 .           !
 1991.2!                 +   *                !!           .  .  .0          !
 1991.3!                 * +                  !!           .0 .  .           !
 1991.4!                + *                   !!           .  . 0.           !
 1992.1!                 +*                   !!           .  .0 .           !
 1992.2!                +*                    !!           .  .0 .           !
 1992.3!                + *                   !!           .  .  0           !
 1992.4!                * +                   !!           . 0.  .           !
 1993.1!                + *                   !!           .  . 0.           !
 1993.2!                 +  *                 !!           .  .  0           !
 1993.3!                   *+                 !!           . 0.  .           !
 1993.4!                  + *                 !!           .  . 0.           !
 1994.1!                    +   *             !!           .  .  .0          !
 1994.2!                      +               !!           . 0.  .           !
 1994.3!                   * +                !!           . 0.  .           !
 1994.4!                   +*                 !!           .  .0 .           !
 1995.1!                    + *               !!           .  . 0.           !
 1995.2!                    *+                !!           . 0.  .           !
 1995.3!                  *+                  !!           . 0.  .           !
 1995.4!                 +    *               !!           .  .  . 0         !
 1996.1!                    +                 !!           .  0  .           !
 1996.2!                   +   *              !!           .  .  .0          !
 1996.3!                     + *              !!           .  .  0           !
 1996.4!                      +               !!           .  .0 .           !
 1997.1!                   * +                !!           . 0.  .           !
 1997.2!                  + *                 !!           .  . 0.           !
 1997.3!                   +                  !!           .  0  .           !
 1997.4!                  +                   !!           .  0  .           !
 1998.1!             *   +                    !!          0.  .  .           !
 1998.2!             +*                       !!           .  .0 .           !
 1998.3!         *   +                        !!          0.  .  .           !
 1998.4!      *  +                            !!           0  .  .           !
 1999.1!       +  *                           !!           .  .  .0          !
 1999.2!         +                            !!           .  0  .           !
 1999.3!         +*                           !!           .  .0 .           !
 1999.4!          +*                          !!           .  .0 .           !
 2000.1!           +   *                      !!           .  .  .0          !
 2000.2!             *+                       !!           . 0.  .           !
 2000.3!          *  +                        !!          0.  .  .           !
 2000.4!          +  *                        !!           .  .  0           !
 2001.1!             + *                      !!           .  . 0.           !
 2001.2!             *+                       !!           . 0.  .           !
 2001.3!             +*                       !!           .  .0 .           !
 2001.4!             +*                       !!           .  .0 .           !
 2002.1!             +*                       !!           .  .0 .           !
 2002.2!           * +                        !!           .0 .  .           !
 2002.3!           + *                        !!           .  . 0.           !
 2002.4!            +                         !!           . 0.  .           !
 2003.1!      *   +                           !!         0 .  .  .           !
 2003.2!      +                               !!           .  0  .           !
 2003.3!     * +                              !!           .0 .  .           !
 2003.4!     +*                               !!           .  .0 .           !
 2004.1!      +                               !!           .  0  .           !
 2004.2!      +                               !!           .  0  .           !
 2004.3!     *+                               !!           . 0.  .           !
 2004.4!     + *                              !!           .  . 0.           !
 2005.1!     *+                               !!           . 0.  .           !
 2005.2!      +                               !!           .  0  .           !
 2005.3!   *  +                               !!           .0 .  .           !
 2005.4!    +                                 !!           . 0.  .           !
 2006.1!    +                                 !!           .  0  .           !
 2006.2!     +                                !!           .  0  .           !
 2006.3!   * +                                !!           .0 .  .           !
 2006.4!    +     *                           !!           .  .  .  0        !
 2007.1!   *     +                            !!        0  .  .  .           !
 2007.2!   +*                                 !!           .  .0 .           !
 2007.3!    +                                 !!           .  0  .           !
 2007.4! *  +                                 !!           .0 .  .           !
 2008.1! +*                                   !!           .  .0 .           !
 2008.2!  +*                                  !!           .  .0 .           !
 2008.3! * +                                  !!           .0 .  .           !
 2008.4! +                                    !!           .  0  .           !
 2009.1! + *                                  !!           .  . 0.           !
 2009.2!*  +                                  !!           0  .  .           !
 2009.3!+*                                    !!           .  0  .           !
 2009.4! +                                    !!           .  0  .           !
 2010.1! +                                    !!           .  0  .           !
 2010.2! *+                                   !!           . 0.  .           !
 2010.3!* +                                   !!           .0 .  .           !
 2010.4*+                                     !!           . 0.  .           !
 2011.1!+ *                                   !!           .  . 0.           !
 2011.2!   +                                  !!           .  0  .           !
 2011.3! *  +                                 !!          0.  .  .           !
 2011.4!  +                                   !!           .  0  .           !
 2012.1!    +*                                !!           .  .0 .           !
 2012.2!    * +                               !!           .0 .  .           !
 2012.3!     + *                              !!           .  .  0           !
 2012.4!      * +                             !!           .0 .  .           !


     27.13 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEIA=NEPX$/IAPMM;                                                      
 GENR LAANEIA=LOG(AANEIA+.00001);                                             
 GENR LANEIA=LOG(ANEIA+.00001);                                               
 LHS AANEIA=EXP(LAANEIA)-.00001;                                              
  EQ 2972 LAANEIA C LANEIA(-1) PNEIA;                                         
EQUATION 1582  LAANEIA  
   RHS     C  LANEIA(-1)  PNEIA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1582 PLOT=0;END;                                                     

Equation number = 1582
**********************

Dependent variable = LAANEIA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.930966308

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.151963837       0.256275954  -0.59297     1.000000
15155 LANEIA  ( -1)       0.902366044       0.032288683  27.94682    -3.914339
15153 PNEIA   (  0)      -0.233899646       0.254597311  -0.91870     1.055308

SE of equation            =     0.341000812
Sum of squared residuals  =  21.5120874      -0.746958051E-11
Average absolute error    =     0.254065932
Sum of ABS residuals      =  47.7643952    
R squared                 =   0.83011
Durbin-Watson statistic   =   2.64190
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                               *  +   !!          . 0 .   .          !
 1966.2!                              +   *   !!          .   .   0          !
 1966.3!                               * +    !!          .  0.   .          !
 1966.4!                              +      *!!          .   .   .  0       !
 1967.1!                                    +*!!          .   .0  .          !
 1967.2!                                   + *!!          .   . 0 .          !
 1967.3!                                    + *!          .   . 0 .          !
 1967.4!                                    +*!!          .   0   .          !
 1968.1!                                *  +  !!          .0  .   .          !
 1968.2!                               +   *  !!          .   .  0.          !
 1968.3!                                  +   !!          .   0   .          !
 1968.4!                           *    +     !!          0   .   .          !
 1969.1!                           +          !!          .   0   .          !
 1969.2!                          +  *        !!          .   . 0 .          !
 1969.3!                            +       * !!          .   .   .  0       !
 1969.4!                                  +*  !!          .   .0  .          !
 1970.1!                                * +   !!          . 0 .   .          !
 1970.2!                               +*     !!          .   .0  .          !
 1970.3!                           *   +      !!          .0  .   .          !
 1970.4!                           +  *       !!          .   .  0.          !
 1971.1!                             +        !!          .   0   .          !
 1971.2!                             +*       !!          .   .0  .          !
 1971.3!                             +        !!          .   0   .          !
 1971.4!                             +   *    !!          .   .   0          !
 1972.1!                             *  +     !!          . 0 .   .          !
 1972.2!                             +        !!          .   0   .          !
 1972.3!                            +         !!          .   0   .          !
 1972.4!                            + *       !!          .   . 0 .          !
 1973.1!                              +*      !!          .   .0  .          !
 1973.2!                             *+       !!          .  0.   .          !
 1973.3!                          * +         !!          . 0 .   .          !
 1973.4!                          +   *       !!          .   .   0          !
 1974.1!                             +*       !!          .   .0  .          !
 1974.2!                        *    +        !!         0.   .   .          !
 1974.3!                       *+             !!          .   0   .          !
 1974.4!                       +  *           !!          .   .  0.          !
 1975.1!                         +            !!          .  0.   .          !
 1975.2!                        +   *         !!          .   .   0          !
 1975.3!                        *  +          !!          . 0 .   .          !
 1975.4!                        +  *          !!          .   .  0.          !
 1976.1!                      *   +           !!          .0  .   .          !
 1976.2!                      +     *         !!          .   .   . 0        !
 1976.3!                           + *        !!          .   .0  .          !
 1976.4!                            + *       !!          .   . 0 .          !
 1977.1!                            +*        !!          .   .0  .          !
 1977.2!                           *+         !!          .   0   .          !
 1977.3!                          +   *       !!          .   .   0          !
 1977.4!                          *  +        !!          . 0 .   .          !
 1978.1!                         +            !!          .   0   .          !
 1978.2!                        +  *          !!          .   .  0.          !
 1978.3!                          +*          !!          .   .0  .          !
 1978.4!                        * +           !!          . 0 .   .          !
 1979.1!                      *+              !!          .  0.   .          !
 1979.2!                     +  *             !!          .   .  0.          !
 1979.3!                       +     *        !!          .   .   . 0        !
 1979.4!                *           +         !!   0      .   .   .          !
 1980.1!                +               *     !!          .   .   .          0
 1980.2!                       *      +       !!        0 .   .   .          !
 1980.3!                      +       *       !!          .   .   .  0       !
 1980.4!                       *    +         !!         0.   .   .          !
 1981.1!                     *+               !!          .  0.   .          !
 1981.2!                    +                 !!          .  0.   .          !
 1981.3!               *   +                  !!          0   .   .          !
 1981.4!               +       *              !!          .   .   .   0      !
 1982.1!                 *    +               !!          0   .   .          !
 1982.2!                 +*                   !!          .   .0  .          !
 1982.3!          *      +                    !!       0  .   .   .          !
 1982.4!           +       *                  !!          .   .   .  0       !
 1983.1!                  + *                 !!          .   .0  .          !
 1983.2!                   +     *            !!          .   .   .0         !
 1983.3!                   *    +             !!         0.   .   .          !
 1983.4!                   +     *            !!          .   .   . 0        !
 1984.1!                       *+             !!          .  0.   .          !
 1984.2!                      +*              !!          .   .0  .          !
 1984.3!                     *+               !!          . 0 .   .          !
 1984.4!                    +       *         !!          .   .   .  0       !
 1985.1!                     *     +          !!        0 .   .   .          !
 1985.2!                    +                 !!          .   0   .          !
 1985.3!                    +*                !!          .   .0  .          !
 1985.4!                  * +                 !!          . 0 .   .          !
 1986.1!                 + *                  !!          .   . 0 .          !
 1986.2!                   + *                !!          .   . 0 .          !
 1986.3!                    + *               !!          .   .0  .          !
 1986.4!                      +    *          !!          .   .   .0         !
 1987.1!                       *  +           !!          . 0 .   .          !
 1987.2!                       +  *           !!          .   .  0.          !
 1987.3!                   *     +            !!        0 .   .   .          !
 1987.4!                   +      *           !!          .   .   .  0       !
 1988.1!                       *  +           !!          . 0 .   .          !
 1988.2!                       + *            !!          .   . 0 .          !
 1988.3!                        +        *    !!          .   .   .    0     !
 1988.4!                            *   +     !!          .0  .   .          !
 1989.1!                   *       +          !!      0   .   .   .          !
 1989.2!                   +                  !!          .   .0  .          !
 1989.3!             *     +                  !!        0 .   .   .          !
 1989.4!             +  *                     !!          .   .  0.          !
 1990.1!                +  *                  !!          .   .  0.          !
 1990.2!                   +                  !!          .   0   .          !
 1990.3!                  + *                 !!          .   .0  .          !
 1990.4!                   +   *              !!          .   .  0.          !
 1991.1!                     *+               !!          .  0.   .          !
 1991.2!                   *+                 !!          .  0.   .          !
 1991.3!              *    +                  !!         0.   .   .          !
 1991.4!              +      *                !!          .   .   . 0        !
 1992.1!                  * +                 !!          . 0 .   .          !
 1992.2!                  +                   !!          .   .0  .          !
 1992.3!                 *+                   !!          .  0.   .          !
 1992.4!                +                     !!          .   0   .          !
 1993.1!                 +      *             !!          .   .   .  0       !
 1993.2!                       +*             !!          .   0   .          !
 1993.3!                    *  +              !!          .0  .   .          !
 1993.4!                    +*                !!          .   . 0 .          !
 1994.1!                     +                !!          .   0   .          !
 1994.2!                *    +                !!          0   .   .          !
 1994.3!                *+                    !!          .  0.   .          !
 1994.4!            *   +                     !!          .0  .   .          !
 1995.1!             +        *               !!          .   .   .    0     !
 1995.2!                     *+               !!          .   0   .          !
 1995.3!                *    +                !!         0.   .   .          !
 1995.4!                +*                    !!          .   .0  .          !
 1996.1!          *      +                    !!       0  .   .   .          !
 1996.2!          +  *                        !!          .   . 0 .          !
 1996.3!             + *                      !!          .   .0  .          !
 1996.4!             * +                      !!          .  0.   .          !
 1997.1!              +                       !!          .   0   .          !
 1997.2!              +   *                   !!          .   .  0.          !
 1997.3!               *  +                   !!          . 0 .   .          !
 1997.4!           *   +                      !!          0   .   .          !
 1998.1!     *      +                         !!       0  .   .   .          !
 1998.2!      +  *                            !!          .   .   0          !
 1998.3!          +*                          !!          .   .0  .          !
 1998.4!           +*                         !!          .   .0  .          !
 1999.1!            +                         !!          .   0   .          !
 1999.2!            +  *                      !!          .   .  0.          !
 1999.3!              *+                      !!          .  0.   .          !
 1999.4!             * +                      !!          . 0 .   .          !
 2000.1!             +  *                     !!          .   .  0.          !
 2000.2!           *     +                    !!         0.   .   .          !
 2000.3!          * +                         !!          .  0.   .          !
 2000.4!           +  *                       !!          .   . 0 .          !
 2001.1!             *+                       !!          .  0.   .          !
 2001.2!          *   +                       !!          .0  .   .          !
 2001.3!           + *                        !!          .   .0  .          !
 2001.4!             + *                      !!          .   . 0 .          !
 2002.1!              *+                      !!          .  0.   .          !
 2002.2!              +*                      !!          .   0   .          !
 2002.3!             * +                      !!          .  0.   .          !
 2002.4!              +                       !!          .   .0  .          !
 2003.1!           *  +                       !!          .0  .   .          !
 2003.2!          * +                         !!          . 0 .   .          !
 2003.3!         *+                           !!          . 0 .   .          !
 2003.4!         + *                          !!          .   .0  .          !
 2004.1!        *  +                          !!          . 0 .   .          !
 2004.2!       * +                            !!          . 0 .   .          !
 2004.3!       *+                             !!          .  0.   .          !
 2004.4!       +*                             !!          .   .0  .          !
 2005.1!    *    +                            !!          0   .   .          !
 2005.2!     +                                !!          .   0   .          !
 2005.3!   *  +                               !!          .0  .   .          !
 2005.4!    + *                               !!          .   . 0 .          !
 2006.1!      *+                              !!          .  0.   .          !
 2006.2!     * +                              !!          . 0 .   .          !
 2006.3!      +   *                           !!          .   .  0.          !
 2006.4!      *   +                           !!          0   .   .          !
 2007.1!     * +                              !!          . 0 .   .          !
 2007.2!      +                               !!          .   0   .          !
 2007.3!       +    *                         !!          .   .   0          !
 2007.4!            + *                       !!          .   .0  .          !
 2008.1!     *        +                       !!      0   .   .   .          !
 2008.2!     *+                               !!          .  0.   .          !
 2008.3!      +  *                            !!          .   . 0 .          !
 2008.4!         +    *                       !!          .   .   0          !
 2009.1!              + *                     !!          .   .0  .          !
 2009.2!        *       +                     !!       0  .   .   .          !
 2009.3! *       +                            !!       0  .   .   .          !
 2009.4!  +*                                  !!          .   .0  .          !
 2010.1!    +                                 !!          .   0   .          !
 2010.2!    *+                                !!          .  0.   .          !
 2010.3*      +                               !!        0 .   .   .          !
 2010.4* +                                    !!          . 0 .   .          !
 2011.1! +                                    !!          .   0   .          !
 2011.2!   +                                  !!          .   0   .          !
 2011.3*     +                                !!         0.   .   .          !
 2011.4! +                                    !!          .   0   .          !
 2012.1!  +                                   !!          .   0   .          !
 2012.2!   *+                                 !!          .  0.   .          !
 2012.3! *  +                                 !!          .0  .   .          !
 2012.4!*  +                                  !!          .0  .   .          !


     26.06 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTIA=STPX$/IAPMM;                                                      
 GENR LAASTIA=LOG(AASTIA+.00001);                                             
 GENR LASTIA=LOG(ASTIA+.00001);                                               
 LHS AASTIA=EXP(LAASTIA)-.00001;                                              
  EQ 2973 LAASTIA C LASTIA(-1) PSTIA;                                         
EQUATION 1583  LAASTIA  
   RHS     C  LASTIA(-1)  PSTIA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1583 PLOT=0;END;                                                     

Equation number = 1583
**********************

Dependent variable = LAASTIA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.705465456

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.844203611       0.166888834  -5.05848     1.000000
15158 LASTIA  ( -1)       0.663331493       0.054952498  12.07100    -4.693793
15156 PSTIA   (  0)      -0.874974045       0.169567565  -5.16003     0.854564

SE of equation            =     0.324337158
Sum of squared residuals  =  19.4609995      -0.318145510E-11
Average absolute error    =     0.234549677
Sum of ABS residuals      =  44.0953393    
R squared                 =   0.80783
Durbin-Watson statistic   =   2.58438
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                    *   +             !!           0  .  .           !
 1966.2!                      +               !!           .  0  .           !
 1966.3!                       +     *        !!           .  .  .0          !
 1966.4!                      *     +         !!         0 .  .  .           !
 1967.1!                        +      *      !!           .  .  .  0        !
 1967.2!                           *  +       !!           .0 .  .           !
 1967.3!                            +  *      !!           .  .  0           !
 1967.4!                           *  +       !!           .0 .  .           !
 1968.1!                          *+          !!           . 0.  .           !
 1968.2!                         * +          !!           . 0.  .           !
 1968.3!                          +           *!           .  .  .      0    !
 1968.4!                             *    +   !!          0.  .  .           !
 1969.1!                            +       * !!           .  .  .   0       !
 1969.2!                         *        +   !!       0   .  .  .           !
 1969.3!                          +          *!!           .  .  .     0     !
 1969.4!                            *     +   !!         0 .  .  .           !
 1970.1!                        *   +         !!           0  .  .           !
 1970.2!                         + *          !!           .  . 0.           !
 1970.3!        *                  +          !0           .  .  .           !
 1970.4!               +          *           !!           .  .  .     0     !
 1971.1!                        * +           !!           .0 .  .           !
 1971.2!                         +   *        !!           .  .  0           !
 1971.3!               *            +         !!   0       .  .  .           !
 1971.4!                   + *                !!           .  . 0.           !
 1972.1!                       +  *           !!           .  . 0.           !
 1972.2!                         *+           !!           . 0.  .           !
 1972.3!                      *  +            !!           .0 .  .           !
 1972.4!                        + *           !!           .  .0 .           !
 1973.1!                   *      +           !!         0 .  .  .           !
 1973.2!                     +*               !!           .  .0 .           !
 1973.3!                       +*             !!           .  0  .           !
 1973.4!                      *  +            !!           .0 .  .           !
 1974.1!                    *   +             !!           0  .  .           !
 1974.2!                      + *             !!           .  .0 .           !
 1974.3!                      *  +            !!           .0 .  .           !
 1974.4!                       + *            !!           .  . 0.           !
 1975.1!                    *   +             !!          0.  .  .           !
 1975.2!                  * +                 !!           .0 .  .           !
 1975.3!                   *+                 !!           .  0  .           !
 1975.4!                   *+                 !!           . 0.  .           !
 1976.1!                  * +                 !!           .0 .  .           !
 1976.2!                  *+                  !!           . 0.  .           !
 1976.3!              *    +                  !!          0.  .  .           !
 1976.4!                +  *                  !!           .  . 0.           !
 1977.1!                *   +                 !!           0  .  .           !
 1977.2!                  +                   !!           .  0  .           !
 1977.3!                 * +                  !!           . 0.  .           !
 1977.4!                 *+                   !!           . 0.  .           !
 1978.1!                *+                    !!           .  0  .           !
 1978.2!                 +*                   !!           .  .0 .           !
 1978.3!                 + *                  !!           .  . 0.           !
 1978.4!                  + *                 !!           .  .0 .           !
 1979.1!                  +  *                !!           .  . 0.           !
 1979.2!                   +*                 !!           .  .0 .           !
 1979.3!                 * +                  !!           .0 .  .           !
 1979.4!                 +*                   !!           .  0  .           !
 1980.1!                * +                   !!           .0 .  .           !
 1980.2!                + *                   !!           .  .0 .           !
 1980.3!                * +                   !!           . 0.  .           !
 1980.4!              *  +                    !!           .0 .  .           !
 1981.1!                 + *                  !!           .  . 0.           !
 1981.2!                  * +                 !!           . 0.  .           !
 1981.3!                   +*                 !!           .  .0 .           !
 1981.4!                  *+                  !!           . 0.  .           !
 1982.1!                  + *                 !!           .  . 0.           !
 1982.2!                    +                 !!           .  0  .           !
 1982.3!                   *+                 !!           . 0.  .           !
 1982.4!                 *  +                 !!           .0 .  .           !
 1983.1!                 *+                   !!           . 0.  .           !
 1983.2!               *  +                   !!           .0 .  .           !
 1983.3!                 + *                  !!           .  .0 .           !
 1983.4!                   +   *              !!           .  .  0           !
 1984.1!                      + *             !!           .  .0 .           !
 1984.2!                   *   +              !!           0  .  .           !
 1984.3!                    +*                !!           .  .0 .           !
 1984.4!                     + *              !!           .  . 0.           !
 1985.1!                     * +              !!           .0 .  .           !
 1985.2!                    *+                !!           . 0.  .           !
 1985.3!                    + *               !!           .  . 0.           !
 1985.4!                     +                !!           .  0  .           !
 1986.1!                   +  *               !!           .  . 0.           !
 1986.2!                     +   *            !!           .  .  0           !
 1986.3!                       +    *         !!           .  .  . 0         !
 1986.4!                        *+            !!           . 0.  .           !
 1987.1!                    * +               !!           . 0.  .           !
 1987.2!                   +    *             !!           .  .  .0          !
 1987.3!                      +      *        !!           .  .  .  0        !
 1987.4!                         +*           !!           .  .0 .           !
 1988.1!                      +               !!           .  0  .           !
 1988.2!                     +  *             !!           .  .  0           !
 1988.3!                      +   *           !!           .  .  0           !
 1988.4!                       +    *         !!           .  .  .0          !
 1989.1!                       * +            !!           . 0.  .           !
 1989.2!                      + *             !!           .  . 0.           !
 1989.3!                    * +               !!           . 0.  .           !
 1989.4!                  +  *                !!           .  . 0.           !
 1990.1!                  +     *             !!           .  .  . 0         !
 1990.2!                     +   *            !!           .  .  0           !
 1990.3!                     +                !!           . 0.  .           !
 1990.4!                  +     *             !!           .  .  . 0         !
 1991.1!                     +    *           !!           .  .  .0          !
 1991.2!                      +  *            !!           .  . 0.           !
 1991.3!               *     +                !!         0 .  .  .           !
 1991.4!              +     *                 !!           .  .  . 0         !
 1992.1!                  +   *               !!           .  .  0           !
 1992.2!                *  +                  !!           0  .  .           !
 1992.3!               +     *                !!           .  .  . 0         !
 1992.4!                  +  *                !!           .  . 0.           !
 1993.1!                 * +                  !!           . 0.  .           !
 1993.2!                +  *                  !!           .  . 0.           !
 1993.3!                  +   *               !!           .  .  0           !
 1993.4!                    +   *             !!           .  .  0           !
 1994.1!                     +                !!           .  0  .           !
 1994.2!                  *+                  !!           .  0  .           !
 1994.3!                 + *                  !!           .  . 0.           !
 1994.4!                  +    *              !!           .  .  .0          !
 1995.1!                   *+                 !!           . 0.  .           !
 1995.2!                 + *                  !!           .  . 0.           !
 1995.3!                 +     *              !!           .  .  . 0         !
 1995.4!                 *  +                 !!           .0 .  .           !
 1996.1!                +*                    !!           .  .0 .           !
 1996.2!                +     *               !!           .  .  . 0         !
 1996.3!                *  +                  !!           .0 .  .           !
 1996.4!               +*                     !!           .  .0 .           !
 1997.1!              * +                     !!           .0 .  .           !
 1997.2!              +*                      !!           .  0  .           !
 1997.3!               +                      !!           .  0  .           !
 1997.4!              *+                      !!           . 0.  .           !
 1998.1!             +*                       !!           .  .0 .           !
 1998.2!             +  *                     !!           .  .  0           !
 1998.3!         *    +                       !!          0.  .  .           !
 1998.4!         +*                           !!           .  .0 .           !
 1999.1!       *  +                           !!           0  .  .           !
 1999.2!      +   *                           !!           .  .  0           !
 1999.3!          +                           !!           .  0  .           !
 1999.4!          +*                          !!           .  .0 .           !
 2000.1!           *+                         !!           .  0  .           !
 2000.2!       *    +                         !!          0.  .  .           !
 2000.3!         +                            !!           .  0  .           !
 2000.4!         *+                           !!           . 0.  .           !
 2001.1!          +  *                        !!           .  . 0.           !
 2001.2!           * +                        !!           .0 .  .           !
 2001.3!           +                          !!           .  0  .           !
 2001.4!           +*                         !!           .  .0 .           !
 2002.1!           +*                         !!           .  .0 .           !
 2002.2!           +                          !!           .  0  .           !
 2002.3!          + *                         !!           .  . 0.           !
 2002.4!           + *                        !!           .  .0 .           !
 2003.1!        *  +                          !!           .0 .  .           !
 2003.2!       *+                             !!           . 0.  .           !
 2003.3!       *+                             !!           .  0  .           !
 2003.4!        +                             !!           .  0  .           !
 2004.1!      * +                             !!           .0 .  .           !
 2004.2!     *+                               !!           . 0.  .           !
 2004.3!     *+                               !!           . 0.  .           !
 2004.4!      +                               !!           .  0  .           !
 2005.1!    * +                               !!           .0 .  .           !
 2005.2!     *+                               !!           . 0.  .           !
 2005.3!      *+                              !!           . 0.  .           !
 2005.4!       *+                             !!           .  0  .           !
 2006.1!     *  +                             !!           .0 .  .           !
 2006.2!     * +                              !!           . 0.  .           !
 2006.3!     * +                              !!           .0 .  .           !
 2006.4!     *+                               !!           . 0.  .           !
 2007.1!     * +                              !!           . 0.  .           !
 2007.2!    * +                               !!           .0 .  .           !
 2007.3!     *+                               !!           . 0.  .           !
 2007.4!     *+                               !!           . 0.  .           !
 2008.1!   * +                                !!           .0 .  .           !
 2008.2!   * +                                !!           . 0.  .           !
 2008.3!  *  +                                !!           .0 .  .           !
 2008.4!    +                                 !!           .  0  .           !
 2009.1!   *+                                 !!           . 0.  .           !
 2009.2! * +                                  !!           . 0.  .           !
 2009.3!  +   *                               !!           .  .  0           !
 2009.4!    *+                                !!           . 0.  .           !
 2010.1!   *+                                 !!           . 0.  .           !
 2010.2!    +                                 !!           .  0  .           !
 2010.3! *  +                                 !!           0  .  .           !
 2010.4!  +*                                  !!           .  0  .           !
 2011.1!  * +                                 !!           . 0.  .           !
 2011.2! * +                                  !!           .0 .  .           !
 2011.3! *+                                   !!           .  0  .           !
 2011.4!  +                                   !!           .  0  .           !
 2012.1*   +                                  !!           0  .  .           !
 2012.2* +                                    !!           .0 .  .           !
 2012.3! +*                                   !!           .  .0 .           !
 2012.4*   +                                  !!           0  .  .           !


     21.81 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKIA=UKPX$/IAPMM;                                                      
 GENR LAAUKIA=LOG(AAUKIA+.00001);                                             
 GENR LAUKIA=LOG(AUKIA+.00001);                                               
 LHS AAUKIA=EXP(LAAUKIA)-.00001;                                              
  EQ 2974 LAAUKIA C LAUKIA(-1) PUKIA;                                         
EQUATION 1584  LAAUKIA  
   RHS     C  LAUKIA(-1)  PUKIA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1584 PLOT=0;END;                                                     

Equation number = 1584
**********************

Dependent variable = LAAUKIA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.791862116

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.196902406       0.143046669  -1.37649     1.000000
15161 LAUKIA  ( -1)       0.871717676       0.035516034  24.54434    -3.776289
15159 PUKIA   (  0)      -0.327271927       0.161046915  -2.03215     0.926148

SE of equation            =     0.315425646
Sum of squared residuals  =  18.4062676      -0.309618997E-11
Average absolute error    =     0.253764821
Sum of ABS residuals      =  47.7077863    
R squared                 =   0.82711
Durbin-Watson statistic   =   2.64728
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                            *         +!  0      .    .    .         !
 1966.2!                      *     +         !!       0 .    .    .         !
 1966.3!                      + *             !!         .    . 0  .         !
 1966.4!                        +   *         !!         .    .   0.         !
 1967.1!                           +     *    !!         .    .    . 0       !
 1967.2!                                + *   !!         .    . 0  .         !
 1967.3!                              *  +    !!         .0   .    .         !
 1967.4!                     *        +       !!  0      .    .    .         !
 1968.1!                      +      *        !!         .    .    .   0     !
 1968.2!                             +        !!         .   0.    .         !
 1968.3!                           *+         !!         .  0 .    .         !
 1968.4!                          *+          !!         .  0 .    .         !
 1969.1!                          +    *      !!         .    .    .0        !
 1969.2!                             * +      !!         .  0 .    .         !
 1969.3!                            * +       !!         .  0 .    .         !
 1969.4!                            +  *      !!         .    .  0 .         !
 1970.1!                           *   +      !!         .0   .    .         !
 1970.2!                           *+         !!         .    0    .         !
 1970.3!                           + *        !!         .    . 0  .         !
 1970.4!                             +    *   !!         .    .    .0        !
 1971.1!                            *    +    !!        0.    .    .         !
 1971.2!                            +  *      !!         .    .   0.         !
 1971.3!                            *  +      !!         .0   .    .         !
 1971.4!                            +         *!         .    .    .      0  !
 1972.1!                                *    +!!         0    .    .         !
 1972.2!                                +     !!         .    0    .         !
 1972.3!                         *      +     !!     0   .    .    .         !
 1972.4!                         +            *!         .    .    .         0
 1973.1!                               *     +!!      0  .    .    .         !
 1973.2!                               + *    !!         .    .  0 .         !
 1973.3!                                 + *  !!         .    .  0 .         !
 1973.4!                                   +  !!         .    0    .         !
 1974.1!                                *  +  !!         . 0  .    .         !
 1974.2!                               *+     !!         .   0.    .         !
 1974.3!                               + *    !!         .    . 0  .         !
 1974.4!                                +  *  !!         .    .  0 .         !
 1975.1!                                * +   !!         .  0 .    .         !
 1975.2!                              * +     !!         .  0 .    .         !
 1975.3!                             *+       !!         .   0.    .         !
 1975.4!                             +  *     !!         .    .  0 .         !
 1976.1!                            *   +     !!         .0   .    .         !
 1976.2!                             +  *     !!         .    .   0.         !
 1976.3!                             *  +     !!         .0   .    .         !
 1976.4!                             +    *   !!         .    .    . 0       !
 1977.1!                              *   +   !!         .0   .    .         !
 1977.2!                            * +       !!         .  0 .    .         !
 1977.3!                          * +         !!         .  0 .    .         !
 1977.4!                          +     *     !!         .    .    . 0       !
 1978.1!                           *   +      !!         0    .    .         !
 1978.2!                           +   *      !!         .    .    0         !
 1978.3!                          *   +       !!         0    .    .         !
 1978.4!                          +    *      !!         .    .    . 0       !
 1979.1!                           *  +       !!         .0   .    .         !
 1979.2!                          +*          !!         .    . 0  .         !
 1979.3!                           +          !!         .    0    .         !
 1979.4!                          +*          !!         .    .0   .         !
 1980.1!                      *  +            !!         .0   .    .         !
 1980.2!                    *+                !!         .   0.    .         !
 1980.3!                   +   *              !!         .    .   0.         !
 1980.4!                      +     *         !!         .    .    .  0      !
 1981.1!                       *  +           !!         . 0  .    .         !
 1981.2!                      + *             !!         .    . 0  .         !
 1981.3!                       *+             !!         .    0    .         !
 1981.4!                      +*              !!         .    .0   .         !
 1982.1!                    * +               !!         .  0 .    .         !
 1982.2!                    +   *             !!         .    .    0         !
 1982.3!                       +    *         !!         .    .    .0        !
 1982.4!                           + *        !!         .    .  0 .         !
 1983.1!                           *+         !!         .   0.    .         !
 1983.2!                          +    *      !!         .    .    . 0       !
 1983.3!                       *      +       !!     0   .    .    .         !
 1983.4!                      +   *           !!         .    .   0.         !
 1984.1!                         +    *       !!         .    .    .0        !
 1984.2!                         *   +        !!         0    .    .         !
 1984.3!                        +*            !!         .    .0   .         !
 1984.4!                        +   *         !!         .    .   0.         !
 1985.1!                     *     +          !!       0 .    .    .         !
 1985.2!                     +   *            !!         .    .    .0        !
 1985.3!                        +             !!         .   0.    .         !
 1985.4!                       +          *   !!         .    .    .        0!
 1986.1!                               *+     !!         .  0 .    .         !
 1986.2!                              +*      !!         .    .0   .         !
 1986.3!                              + *     !!         .    .  0 .         !
 1986.4!                               + *    !!         .    . 0  .         !
 1987.1!                                +     !!         .    .0   .         !
 1987.2!                               +  *   !!         .    .   0.         !
 1987.3!                              * +     !!         . 0  .    .         !
 1987.4!                             +     *  !!         .    .    . 0       !
 1988.1!                            *    +    !!        0.    .    .         !
 1988.2!                           +  *       !!         .    .   0.         !
 1988.3!                            *+        !!         .  0 .    .         !
 1988.4!                           +      *   !!         .    .    .   0     !
 1989.1!                            *   +     !!        0.    .    .         !
 1989.2!                           +*         !!         .    . 0  .         !
 1989.3!                     *     +          !!      0  .    .    .         !
 1989.4!                     +    *           !!         .    .    .0        !
 1990.1!                         +*           !!         .    .0   .         !
 1990.2!                     *   +            !!         .0   .    .         !
 1990.3!                     +                !!         .    0    .         !
 1990.4!                     + *              !!         .    .  0 .         !
 1991.1!                    *  +              !!         . 0  .    .         !
 1991.2!                   *+                 !!         .   0.    .         !
 1991.3!                   + *                !!         .    .  0 .         !
 1991.4!                     + *              !!         .    . 0  .         !
 1992.1!                       +  *           !!         .    .    0         !
 1992.2!                         +            !!         .   0.    .         !
 1992.3!                      * +             !!         .  0 .    .         !
 1992.4!                      +  *            !!         .    .   0.         !
 1993.1!                      *  +            !!         . 0  .    .         !
 1993.2!                      + *             !!         .    . 0  .         !
 1993.3!                       +*             !!         .    .0   .         !
 1993.4!                        +             !!         .    0    .         !
 1994.1!                       +*             !!         .    .0   .         !
 1994.2!                   *   +              !!         0    .    .         !
 1994.3!                   + *                !!         .    . 0  .         !
 1994.4!                     +    *           !!         .    .    .0        !
 1995.1!                       * +            !!         .  0 .    .         !
 1995.2!                      *+              !!         .   0.    .         !
 1995.3!                      + *             !!         .    . 0  .         !
 1995.4!                       +     *        !!         .    .    . 0       !
 1996.1!                        *   +         !!         0    .    .         !
 1996.2!                       +      *       !!         .    .    .  0      !
 1996.3!                             +        !!         .    .0   .         !
 1996.4!                            +  *      !!         .    .   0.         !
 1997.1!                           *  +       !!         .0   .    .         !
 1997.2!                       *  +           !!         .0   .    .         !
 1997.3!                      + *             !!         .    . 0  .         !
 1997.4!                       +    *         !!         .    .    .0        !
 1998.1!                        * +           !!         . 0  .    .         !
 1998.2!                       + *            !!         .    .  0 .         !
 1998.3!                      * +             !!         .  0 .    .         !
 1998.4!                     +      *         !!         .    .    .  0      !
 1999.1!                      *   +           !!         0    .    .         !
 1999.2!                     +       *        !!         .    .    .    0    !
 1999.3!                        *  +          !!         . 0  .    .         !
 1999.4!                    *  +              !!         .0   .    .         !
 2000.1!                   +                  !!         .   0.    .         !
 2000.2!                   + *                !!         .    .  0 .         !
 2000.3!                   * +                !!         .  0 .    .         !
 2000.4!                   +    *             !!         .    .    . 0       !
 2001.1!                    *  +              !!         0    .    .         !
 2001.2!                 * +                  !!         . 0  .    .         !
 2001.3!               * +                    !!         .  0 .    .         !
 2001.4!               +   *                  !!         .    .    0         !
 2002.1!                  *+                  !!         .   0.    .         !
 2002.2!               *  +                   !!         .0   .    .         !
 2002.3!               +*                     !!         .    . 0  .         !
 2002.4!                +    *                !!         .    .    .0        !
 2003.1!                     +                !!         .    0    .         !
 2003.2!              *     +                 !!       0 .    .    .         !
 2003.3!              *+                      !!         .   0.    .         !
 2003.4!              +   *                   !!         .    .    0         !
 2004.1!              *  +                    !!         .0   .    .         !
 2004.2!             * +                      !!         .  0 .    .         !
 2004.3!           * +                        !!         .  0 .    .         !
 2004.4!            + *                       !!         .    . 0  .         !
 2005.1!       *      +                       !!      0  .    .    .         !
 2005.2!        + *                           !!         .    . 0  .         !
 2005.3!           +                          !!         .    .0   .         !
 2005.4!            +*                        !!         .    . 0  .         !
 2006.1!         *    +                       !!        0.    .    .         !
 2006.2!          +*                          !!         .    0    .         !
 2006.3!   *       +                          !!    0    .    .    .         !
 2006.4!     +   *                            !!         .    .    0         !
 2007.1!    *     +                           !!      0  .    .    .         !
 2007.2!    *+                                !!         .  0 .    .         !
 2007.3!  *  +                                !!         .0   .    .         !
 2007.4!    +  *                              !!         .    .   0.         !
 2008.1!     *   +                            !!         .0   .    .         !
 2008.2!    *  +                              !!         . 0  .    .         !
 2008.3!   *  +                               !!         .0   .    .         !
 2008.4!     +  *                             !!         .    .   0.         !
 2009.1!      *   +                           !!         0    .    .         !
 2009.2!   *    +                             !!        0.    .    .         !
 2009.3!   * +                                !!         .  0 .    .         !
 2009.4!     +   *                            !!         .    .    0         !
 2010.1!   *       +                          !!    0    .    .    .         !
 2010.2!   * +                                !!         .  0 .    .         !
 2010.3*      +                               !!      0  .    .    .         !
 2010.4!  +                                   !!         .    .0   .         !
 2011.1!    *+                                !!         .   0.    .         !
 2011.2!    * +                               !!         . 0  .    .         !
 2011.3! *    +                               !!        0.    .    .         !
 2011.4!   + *                                !!         .    .  0 .         !
 2012.1!     * +                              !!         . 0  .    .         !
 2012.2! *    +                               !!       0 .    .    .         !
 2012.3!   +                                  !!         .    0    .         !
 2012.4!    *+                                !!         .   0.    .         !


     30.85 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@EQ  2975 LAAFIIA C LAFIIA(-1) PFIIA;SMPL 1975.4 2012.4;OLS;EST 2975 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASIA=ASPX$/IAPMM;                                                      
 GENR LAAASIA=LOG(AAASIA+.00001);                                             
 GENR LAASIA=LOG(AASIA+.00001);                                               
 LHS AAASIA=EXP(LAAASIA)-.00001;                                              
  EQ 2976 LAAASIA C LAASIA(-1) PASIA;                                         
EQUATION 1585  LAAASIA  
   RHS     C  LAASIA(-1)  PASIA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1585 PLOT=0;END;                                                     

Equation number = 1585
**********************

Dependent variable = LAAASIA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.110716984

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.431253020       0.095818145  -4.50074     1.000000
15164 LAASIA  ( -1)       0.699946449       0.043524971  16.08149    -3.115634
15162 PASIA   (  0)      -0.490773105       0.093468799  -5.25066     1.016126

SE of equation            =     0.204734154
Sum of squared residuals  =  7.75447366      -0.660627109E-11
Average absolute error    =     0.149369465
Sum of ABS residuals      =  28.0814595    
R squared                 =   0.81885
Durbin-Watson statistic   =   2.47274
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!    +    *                            !!           .  .  .  0        !
 1966.2*             +                        !0           .  .  .           !
 1966.3!    * +                               !!           0  .  .           !
 1966.4!          + *                         !!           .  . 0.           !
 1967.1!           *     +                    !!        0  .  .  .           !
 1967.2!           *    +                     !!        0  .  .  .           !
 1967.3!                +   *                 !!           .  .  .0          !
 1967.4!                   *   +              !!          0.  .  .           !
 1968.1!                    * +               !!           0  .  .           !
 1968.2!                  *   +               !!         0 .  .  .           !
 1968.3!                   * +                !!           .0 .  .           !
 1968.4!                   * +                !!           0  .  .           !
 1969.1!                     +      *         !!           .  .  .    0      !
 1969.2!                        *    +        !!         0 .  .  .           !
 1969.3!                        * +           !!           .0 .  .           !
 1969.4!                        * +           !!           .0 .  .           !
 1970.1!                          +   *       !!           .  .  . 0         !
 1970.2!                            * +       !!           .0 .  .           !
 1970.3!                          * +         !!           .0 .  .           !
 1970.4!                          *+          !!           .0 .  .           !
 1971.1!                         * +          !!           .0 .  .           !
 1971.2!                           +   *      !!           .  .  . 0         !
 1971.3!                           *    +     !!         0 .  .  .           !
 1971.4!                            +*        !!           .  .0 .           !
 1972.1!                         *    +       !!         0 .  .  .           !
 1972.2!                           +         *!!           .  .  .       0   !
 1972.3!                                *  +  !!          0.  .  .           !
 1972.4!                          *    +      !!         0 .  .  .           !
 1973.1!                      *  +            !!          0.  .  .           !
 1973.2!                      +         *     !!           .  .  .      0    !
 1973.3!                             *+       !!           .  0  .           !
 1973.4!                            +   *     !!           .  .  .0          !
 1974.1!                          *  +        !!          0.  .  .           !
 1974.2!                        *+            !!           .0 .  .           !
 1974.3!                         +        *   !!           .  .  .      0    !
 1974.4!                              * +     !!           .0 .  .           !
 1975.1!                            *+        !!           .0 .  .           !
 1975.2!                           +*         !!           .  .0 .           !
 1975.3!                           + *        !!           .  .0 .           !
 1975.4!                         *  +         !!           0  .  .           !
 1976.1!                          +           !!           .  0  .           !
 1976.2!                          +           !!           .  0  .           !
 1976.3!                          +    *      !!           .  .  . 0         !
 1976.4!                       *     +        !!       0   .  .  .           !
 1977.1!                      * +             !!           .0 .  .           !
 1977.2!                       +*             !!           .  .0 .           !
 1977.3!                         +*           !!           .  .0 .           !
 1977.4!                    *     +           !!       0   .  .  .           !
 1978.1!                      +   *           !!           .  .  .0          !
 1978.2!                          +*          !!           .  .0 .           !
 1978.3!                           +          !!           .  0  .           !
 1978.4!                        *  +          !!          0.  .  .           !
 1979.1!                         +     *      !!           .  .  .    0      !
 1979.2!                         *   +        !!         0 .  .  .           !
 1979.3!                         +            !!           .  0  .           !
 1979.4!                         +*           !!           .  .0 .           !
 1980.1!                         *+           !!           . 0.  .           !
 1980.2!                       * +            !!           .0 .  .           !
 1980.3!                      *+              !!           . 0.  .           !
 1980.4!                      +*              !!           .  0  .           !
 1981.1!                       +*             !!           .  .0 .           !
 1981.2!                       *+             !!           . 0.  .           !
 1981.3!                       +   *          !!           .  .  .0          !
 1981.4!                      *  +            !!          0.  .  .           !
 1982.1!                     * +              !!           .0 .  .           !
 1982.2!                     *+               !!           . 0.  .           !
 1982.3!                      +               !!           .  0  .           !
 1982.4!                  *    +              !!         0 .  .  .           !
 1983.1!                    + *               !!           .  . 0.           !
 1983.2!                       +              !!           . 0.  .           !
 1983.3!                        +             !!           .  .0 .           !
 1983.4!                        +*            !!           .  0  .           !
 1984.1!                       * +            !!           . 0.  .           !
 1984.2!                    *   +             !!          0.  .  .           !
 1984.3!                      +  *            !!           .  .  0           !
 1984.4!                       * +            !!           .0 .  .           !
 1985.1!                        +*            !!           .  .0 .           !
 1985.2!                         +     *      !!           .  .  .  0        !
 1985.3!                              +       !!           .  0  .           !
 1985.4!                        *    +        !!        0  .  .  .           !
 1986.1!                         +      *     !!           .  .  .    0      !
 1986.2!                                + *   !!           .  . 0.           !
 1986.3!                                  +   !!           .  0  .           !
 1986.4!                           *      +   !!       0   .  .  .           !
 1987.1!                             +        !!           .  0  .           !
 1987.2!                              +*      !!           .  0  .           !
 1987.3!                              *+      !!           . 0.  .           !
 1987.4!                               +      !!           .  0  .           !
 1988.1!                               +      !!           .  0  .           !
 1988.2!                               +      !!           .  0  .           !
 1988.3!                              +       !!           .  0  .           !
 1988.4!                            *+        !!           .0 .  .           !
 1989.1!                            +  *      !!           .  .  .0          !
 1989.2!                              + *     !!           .  . 0.           !
 1989.3!                              +    *  !!           .  .  . 0         !
 1989.4!                              * +     !!           .0 .  .           !
 1990.1!                             +*       !!           .  . 0.           !
 1990.2!                              + *     !!           .  . 0.           !
 1990.3!                              +    *  !!           .  .  . 0         !
 1990.4!                                  +*  !!           .  . 0.           !
 1991.1!                                 *+   !!           . 0.  .           !
 1991.2!                                +*    !!           .  .0 .           !
 1991.3!                                +  *  !!           .  .  0           !
 1991.4!                                 +    !!           .  0  .           !
 1992.1!                                 +*   !!           .  .0 .           !
 1992.2!                                 + *  !!           .  .  0           !
 1992.3!                                  +   !!           .  0  .           !
 1992.4!                                *+    !!           . 0.  .           !
 1993.1!                                + *   !!           .  .  0           !
 1993.2!                                  +   !!           .  0  .           !
 1993.3!                                  +   !!           .  0  .           !
 1993.4!                                * +   !!           .0 .  .           !
 1994.1!                                + *   !!           .  . 0.           !
 1994.2!                                 +*   !!           .  .0 .           !
 1994.3!                                  +*  !!           .  . 0.           !
 1994.4!                                * +   !!           0  .  .           !
 1995.1!                                +*    !!           .  . 0.           !
 1995.2!                               * +    !!           .0 .  .           !
 1995.3!                                +  *  !!           .  .  0           !
 1995.4!                               *  +   !!           0  .  .           !
 1996.1!                               +  *   !!           .  .  0           !
 1996.2!                                 +   *!!           .  .  .0          !
 1996.3!                                   +  *!           .  .  0           !
 1996.4!                                   *+ !!           . 0.  .           !
 1997.1!                                  +   !!           .  0  .           !
 1997.2!                                 +  * !!           .  .  0           !
 1997.3!                                  + * !!           .  .0 .           !
 1997.4!                                  +   !!           .  0  .           !
 1998.1!                                 + *  !!           .  . 0.           !
 1998.2!                                 +    !!           .  0  .           !
 1998.3!                                +    *!!           .  .  . 0         !
 1998.4!                                 * +  !!           .0 .  .           !
 1999.1!                                 +*   !!           .  .0 .           !
 1999.2!                             *  +     !!           .0 .  .           !
 1999.3!                             +   *    !!           .  .  .0          !
 1999.4!                                +     !!           .  0  .           !
 2000.1!                                +*    !!           .  .0 .           !
 2000.2!                                +     !!           .  0  .           !
 2000.3!                               +*     !!           .  .0 .           !
 2000.4!                               *+     !!           .  0  .           !
 2001.1!                               + *    !!           .  .  0           !
 2001.2!                                +     !!           .  0  .           !
 2001.3!                               + *    !!           .  .  0           !
 2001.4!                               *+     !!           . 0.  .           !
 2002.1!                              + *     !!           .  . 0.           !
 2002.2!                               +*     !!           .  . 0.           !
 2002.3!                               +*     !!           .  .0 .           !
 2002.4!                              *+      !!           . 0.  .           !
 2003.1!                           * +        !!           0  .  .           !
 2003.2!                         *  +         !!           0  .  .           !
 2003.3!                          +*          !!           .  .0 .           !
 2003.4!                        *  +          !!          0.  .  .           !
 2004.1!                        *+            !!           . 0.  .           !
 2004.2!                         + *          !!           .  . 0.           !
 2004.3!                          *+          !!           . 0.  .           !
 2004.4!                     *    +           !!        0  .  .  .           !
 2005.1!                      + *             !!           .  . 0.           !
 2005.2!                       *+             !!           .0 .  .           !
 2005.3!                       +*             !!           .  .0 .           !
 2005.4!                     *  +             !!           0  .  .           !
 2006.1!                      +  *            !!           .  .  .0          !
 2006.2!                        *+            !!           . 0.  .           !
 2006.3!                       + *            !!           .  . 0.           !
 2006.4!                     *  +             !!          0.  .  .           !
 2007.1!                     +                !!           .  0  .           !
 2007.2!                    +                 !!           . 0.  .           !
 2007.3!                   *+                 !!           . 0.  .           !
 2007.4!                  * +                 !!           .0 .  .           !
 2008.1!                  *+                  !!           . 0.  .           !
 2008.2!               * +                    !!           .0 .  .           !
 2008.3!              *+                      !!           . 0.  .           !
 2008.4!             *+                       !!           . 0.  .           !
 2009.1!             +   *                    !!           .  .  .0          !
 2009.2!                 +*                   !!           .  .0 .           !
 2009.3!                   +                  !!           .  0  .           !
 2009.4!                  *+                  !!           .  0  .           !
 2010.1!                  +                   !!           .  0  .           !
 2010.2!              *  +                    !!           0  .  .           !
 2010.3!             + *                      !!           .  . 0.           !
 2010.4!           *  +                       !!           0  .  .           !
 2011.1!           + *                        !!           .  .  0           !
 2011.2!           + *                        !!           .  . 0.           !
 2011.3!           +   *                      !!           .  .  .0          !
 2011.4!           *+                         !!           . 0.  .           !
 2012.1!          +*                          !!           .  .0 .           !
 2012.2!          *+                          !!           . 0.  .           !
 2012.3!          +*                          !!           .  .0 .           !
 2012.4!           +                          !!           .  0  .           !


     26.06 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@@EQ 2977 LAASOIA C LASOIA(-1) PSOIA;SMPL 1999.3 2012.4;OLS;EST 2977 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOIA=KOPX$/IAPMM;                                                      
 GENR LAAKOIA=LOG(AAKOIA+.00001);                                             
 GENR LAKOIA=LOG(AKOIA+.00001);                                               
 LHS AAKOIA=EXP(LAAKOIA)-.00001;                                              
  EQ 2978 LAAKOIA C LAKOIA(-1) PKOIA;                                         
EQUATION 1586  LAAKOIA  
   RHS     C  LAKOIA(-1)  PKOIA  
 SMPL 1968.1 2012.4;                                                          
Sample period is now  1968.1 to  2012.4 Internally:    65 to   244
 OLS;EST 1586 PLOT=0;END;                                                     

Equation number = 1586
**********************

Dependent variable = LAAKOIA 

 1968.1 -   2012.4,    0 missing obs.,  180 obs. used.

Mean of dependent variable       -3.441695698

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.142320980       0.107620245  -1.32244     1.000000
15167 LAKOIA  ( -1)       0.901791178       0.033612991  26.82865    -3.460411
15165 PKOIA   (  0)      -0.124926759       0.094727910  -1.31880     1.431290

SE of equation            =     0.311151225
Sum of squared residuals  =  17.1362700       0.114042109E-11
Average absolute error    =     0.204823570
Sum of ABS residuals      =  36.8682426    
R squared                 =   0.88532
Durbin-Watson statistic   =   2.62493
SMPL and No. Obs.         = 1968.1   2012.4    180

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.1! * +                                  !!           .0 .  .           !
 1968.2*   +                                  !!           0  .  .           !
 1968.3! +    *                               !!           .  .  .0          !
 1968.4!       +                              !!           .  0  .           !
 1969.1!       *+                             !!           . 0.  .           !
 1969.2!         +     *                      !!           .  .  . 0         !
 1969.3!        *       +                     !!        0  .  .  .           !
 1969.4!         +    *                       !!           .  .  .0          !
 1970.1!          *    +                      !!          0.  .  .           !
 1970.2!          *+                          !!           . 0.  .           !
 1970.3!         * +                          !!           . 0.  .           !
 1970.4!          +     *                     !!           .  .  . 0         !
 1971.1!                +    *                !!           .  .  0           !
 1971.2!                    *+                !!           . 0.  .           !
 1971.3!                *   +                 !!           0  .  .           !
 1971.4!                 + *                  !!           .  . 0.           !
 1972.1!                   +*                 !!           .  .0 .           !
 1972.2!                    *+                !!           . 0.  .           !
 1972.3!                    +   *             !!           .  .  0           !
 1972.4!                        +             !!           .  0  .           !
 1973.1!      *                 +             !0           .  .  .           !
 1973.2!        +*                            !!           .  .0 .           !
 1973.3!         *+                           !!           . 0.  .           !
 1973.4!           +  *                       !!           .  . 0.           !
 1974.1!          *    +                      !!          0.  .  .           !
 1974.2!            +                         !!           .  .0 .           !
 1974.3!              +                       !!           .  0  .           !
 1974.4!               + *                    !!           .  . 0.           !
 1975.1!      *           +                   !!    0      .  .  .           !
 1975.2!         +  *                         !!           .  .  0           !
 1975.3!           * +                        !!           .0 .  .           !
 1975.4!             +                        !!           .  0  .           !
 1976.1!    *         +                       !!      0    .  .  .           !
 1976.2!      +    *                          !!           .  .  .0          !
 1976.3!         *  +                         !!           .0 .  .           !
 1976.4!     *     +                          !!         0 .  .  .           !
 1977.1!       + *                            !!           .  .0 .           !
 1977.2!          +                           !!           .  0  .           !
 1977.3!        *  +                          !!           0  .  .           !
 1977.4!         +    *                       !!           .  .  .0          !
 1978.1!            *  +                      !!           0  .  .           !
 1978.2!         *    +                       !!          0.  .  .           !
 1978.3!          + *                         !!           .  .0 .           !
 1978.4!             +     *                  !!           .  .  .  0        !
 1979.1!           *        +                 !!       0   .  .  .           !
 1979.2!            +*                        !!           .  .0 .           !
 1979.3!              +       *               !!           .  .  .   0       !
 1979.4!                      + *             !!           .  . 0.           !
 1980.1!                  *     +             !!         0 .  .  .           !
 1980.2!                   +*                 !!           .  .0 .           !
 1980.3!                 *   +                !!           0  .  .           !
 1980.4!                  +         *         !!           .  .  .     0     !
 1981.1!                         *  +         !!           0  .  .           !
 1981.2!                       * +            !!           .0 .  .           !
 1981.3!             *         +              !!      0    .  .  .           !
 1981.4!              +  *                    !!           .  .  0           !
 1982.1!                * +                   !!           . 0.  .           !
 1982.2!                 +  *                 !!           .  . 0.           !
 1982.3!                   *+                 !!           . 0.  .           !
 1982.4!                    +*                !!           .  .0 .           !
 1983.1!                *    +                !!          0.  .  .           !
 1983.2!                 +*                   !!           .  .0 .           !
 1983.3!               *  +                   !!           0  .  .           !
 1983.4!                +   *                 !!           .  .  0           !
 1984.1!                     +                !!           .  0  .           !
 1984.2!                 *   +                !!           0  .  .           !
 1984.3!                * +                   !!           . 0.  .           !
 1984.4!                +   *                 !!           .  .  0           !
 1985.1!               *    +                 !!         0 .  .  .           !
 1985.2!               +     *                !!           .  .  . 0         !
 1985.3!                 *   +                !!          0.  .  .           !
 1985.4!                 +*                   !!           .  0  .           !
 1986.1!                  +                   !!           .  0  .           !
 1986.2!                  *+                  !!           . 0.  .           !
 1986.3!                *  +                  !!           .0 .  .           !
 1986.4!                 +  *                 !!           .  . 0.           !
 1987.1!                  * +                 !!           .0 .  .           !
 1987.2!                   +*                 !!           .  .0 .           !
 1987.3!                    +                 !!           .  0  .           !
 1987.4!                     +                !!           .  0  .           !
 1988.1!                     +                !!           .  0  .           !
 1988.2!                     *+               !!           .  0  .           !
 1988.3!                     *+               !!           . 0.  .           !
 1988.4!                     +    *           !!           .  .  .0          !
 1989.1!                        * +           !!           . 0.  .           !
 1989.2!                       *+             !!           . 0.  .           !
 1989.3!                       + *            !!           .  . 0.           !
 1989.4!                        +*            !!           .  .0 .           !
 1990.1!                         +*           !!           .  .0 .           !
 1990.2!                          +           !!           .  0  .           !
 1990.3!                          +  *        !!           .  .  0           !
 1990.4!                             +        !!           .  0  .           !
 1991.1!                           *+         !!           . 0.  .           !
 1991.2!                           + *        !!           .  . 0.           !
 1991.3!                            +         !!           .  0  .           !
 1991.4!                           +   *      !!           .  .  0           !
 1992.1!                              +       !!           .  0  .           !
 1992.2!                             +  *     !!           .  . 0.           !
 1992.3!                               +      !!           .  0  .           !
 1992.4!                               +*     !!           .  .0 .           !
 1993.1!                               +      !!           .  0  .           !
 1993.2!                               +*     !!           .  .0 .           !
 1993.3!                               *+     !!           .  0  .           !
 1993.4!                               +*     !!           .  .0 .           !
 1994.1!                               +      !!           .  0  .           !
 1994.2!                              + *     !!           .  . 0.           !
 1994.3!                               *+     !!           .  0  .           !
 1994.4!                               + *    !!           .  . 0.           !
 1995.1!                              *  +    !!           .0 .  .           !
 1995.2!                              + *     !!           .  .0 .           !
 1995.3!                               +      !!           .  0  .           !
 1995.4!                              + *     !!           .  . 0.           !
 1996.1!                                +     !!           .  0  .           !
 1996.2!                               +*     !!           .  .0 .           !
 1996.3!                               *+     !!           . 0.  .           !
 1996.4!                              +  *    !!           .  . 0.           !
 1997.1!                               *+     !!           . 0.  .           !
 1997.2!                              + *     !!           .  .0 .           !
 1997.3!                                +     !!           .  0  .           !
 1997.4!                                +     *!           .  .  . 0         !
 1998.1!                                     *+!           .  0  .           !
 1998.2!                                     +*!           .  .0 .           !
 1998.3!                                   * +!!           .0 .  .           !
 1998.4!                                   +* !!           .  .0 .           !
 1999.1!                                 * +  !!           . 0.  .           !
 1999.2!                                +  *  !!           .  . 0.           !
 1999.3!                                  +   !!           .  0  .           !
 1999.4!                                  + * !!           .  . 0.           !
 2000.1!                                   +  !!           .  0  .           !
 2000.2!                                  +*  !!           .  .0 .           !
 2000.3!                                  +*  !!           .  .0 .           !
 2000.4!                                  + * !!           .  . 0.           !
 2001.1!                                   +* !!           .  0  .           !
 2001.2!                                   +* !!           .  .0 .           !
 2001.3!                                   +* !!           .  0  .           !
 2001.4!                                   + *!!           .  .0 .           !
 2002.1!                                   *+ !!           . 0.  .           !
 2002.2!                                  +*  !!           .  .0 .           !
 2002.3!                                   +  !!           .  0  .           !
 2002.4!                                   + *!!           .  . 0.           !
 2003.1!                               *    + !!          0.  .  .           !
 2003.2!                               +*     !!           .  .0 .           !
 2003.3!                               *+     !!           .  0  .           !
 2003.4!                               + *    !!           .  .0 .           !
 2004.1!                               * +    !!           .0 .  .           !
 2004.2!                              *+      !!           .  0  .           !
 2004.3!                             *+       !!           . 0.  .           !
 2004.4!                             +*       !!           .  .0 .           !
 2005.1!                              + *     !!           .  .0 .           !
 2005.2!                                +     !!           .  .0 .           !
 2005.3!                                +     !!           .  0  .           !
 2005.4!                                + *   !!           .  . 0.           !
 2006.1!                                * +   !!           . 0.  .           !
 2006.2!                                +*    !!           .  .0 .           !
 2006.3!                               * +    !!           . 0.  .           !
 2006.4!                                +     !!           .  .0 .           !
 2007.1!                                +     !!           .  0  .           !
 2007.2!                                +*    !!           .  0  .           !
 2007.3!                                *+    !!           . 0.  .           !
 2007.4!                                +     !!           .  .0 .           !
 2008.1!                                + *   !!           .  .0 .           !
 2008.2!                                 +*   !!           .  0  .           !
 2008.3!                                 *+   !!           . 0.  .           !
 2008.4!                                 +*   !!           .  .0 .           !
 2009.1!                                  +   !!           .  0  .           !
 2009.2!                                  +   !!           .  0  .           !
 2009.3!                                  +   !!           .  0  .           !
 2009.4!                                  +   !!           .  0  .           !
 2010.1!                                  +   !!           .  0  .           !
 2010.2!                                  +*  !!           .  .0 .           !
 2010.3!                                  *+  !!           . 0.  .           !
 2010.4!                                  +*  !!           .  . 0.           !
 2011.1!                                   +* !!           .  .0 .           !
 2011.2!                                    +*!!           .  .0 .           !
 2011.3!                                    *+!!           . 0.  .           !
 2011.4!                                    + *!           .  . 0.           !
 2012.1!                                     *+!           . 0.  .           !
 2012.2!                                    *+!!           .  0  .           !
 2012.3!                                   *+ !!           . 0.  .           !
 2012.4!                                   +  *!           .  . 0.           !


     21.11 percent of the residuals exceed 1 SE
      4.44 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEIA=BEPX$Q/IAPMM;                                                     
 GENR LAABEIA=LOG(AABEIA+.00001);                                             
 GENR LABEIA=LOG(ABEIA+.00001);                                               
 LHS AABEIA=EXP(LAABEIA)-.00001;                                              
  EQ 2979 LAABEIA C LABEIA(-1) PBEIA;                                         
EQUATION 1587  LAABEIA  
   RHS     C  LABEIA(-1)  PBEIA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1587 PLOT=0;END;                                                     

Equation number = 1587
**********************

Dependent variable = LAABEIA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.710673471

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.963326165       0.207882607  -4.63399     1.000000
15170 LABEIA  ( -1)       0.559140643       0.059567646   9.38665    -4.701196
15168 PBEIA   (  0)      -1.242205864       0.234356537  -5.30050     0.900589

SE of equation            =     0.331965130
Sum of squared residuals  =  20.3871568      -0.170583547E-10
Average absolute error    =     0.268450010
Sum of ABS residuals      =  50.4686018    
R squared                 =   0.64871
Durbin-Watson statistic   =   2.46310
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                         +  *         !!         .    .  0 .         !
 1966.2!             *           +            !!  0      .    .    .         !
 1966.3!                 +      *             !!         .    .    . 0       !
 1966.4!                        +             !!         .    0    .         !
 1967.1!                     *  +             !!         .0   .    .         !
 1967.2!                       +              !!         .    0    .         !
 1967.3!                    *    +            !!         0    .    .         !
 1967.4!                  *    +              !!         0    .    .         !
 1968.1!                    * +               !!         .  0 .    .         !
 1968.2!                   *   +              !!         . 0  .    .         !
 1968.3!               *      +               !!       0 .    .    .         !
 1968.4!                  *+                  !!         .  0 .    .         !
 1969.1!                   * +                !!         .   0.    .         !
 1969.2!                  *    +              !!        0.    .    .         !
 1969.3!                      +               !!         .   0.    .         !
 1969.4!                       +*             !!         .    0    .         !
 1970.1!                       *+             !!         .  0 .    .         !
 1970.2!                       +*             !!         .    .0   .         !
 1970.3!                       *+             !!         .   0.    .         !
 1970.4!                       +  *           !!         .    .  0 .         !
 1971.1!                       * +            !!         .  0 .    .         !
 1971.2!                      *  +            !!         . 0  .    .         !
 1971.3!                    *   +             !!         .0   .    .         !
 1971.4!                     * +              !!         .  0 .    .         !
 1972.1!                   *   +              !!         0    .    .         !
 1972.2!                 *    +               !!         .0   .    .         !
 1972.3!             *       +                !!      0  .    .    .         !
 1972.4!                    +   *             !!         .    .    0         !
 1973.1!                      *   +           !!         .0   .    .         !
 1973.2!                       +              !!         .    0    .         !
 1973.3!                    *   +             !!         0    .    .         !
 1973.4!                      +     *         !!         .    .    .0        !
 1974.1!                        *  +          !!         .0   .    .         !
 1974.2!                        +     *       !!         .    .    .0        !
 1974.3!                      *     +         !!        0.    .    .         !
 1974.4!                       +*             !!         .    .0   .         !
 1975.1!                 *     +              !!         0    .    .         !
 1975.2!                   +   *              !!         .    .   0.         !
 1975.3!                 *     +              !!        0.    .    .         !
 1975.4!                   +      *           !!         .    .    . 0       !
 1976.1!                         +    *       !!         .    .    0         !
 1976.2!                           + *        !!         .    . 0  .         !
 1976.3!                         *+           !!         .    0    .         !
 1976.4!                       +              *!         .    .    .         0
 1977.1!                              +*      !!         .    .0   .         !
 1977.2!                         +  *         !!         .    .  0 .         !
 1977.3!                       *+             !!         .   0.    .         !
 1977.4!                     +*               !!         .    .0   .         !
 1978.1!                    +  *              !!         .    .   0.         !
 1978.2!                     + *              !!         .    .0   .         !
 1978.3!                  *  +                !!         . 0  .    .         !
 1978.4!                 +      *             !!         .    .    .0        !
 1979.1!                   *+                 !!         .    0    .         !
 1979.2!                 +          *         !!         .    .    .     0   !
 1979.3!                     * +              !!         .  0 .    .         !
 1979.4!                 * +                  !!         .   0.    .         !
 1980.1!               * +                    !!         .   0.    .         !
 1980.2!              *+                      !!         .   0.    .         !
 1980.3!              +  *                    !!         .    .  0 .         !
 1980.4!                 +*                   !!         .    .0   .         !
 1981.1!                    +*                !!         .    . 0  .         !
 1981.2!                   *  +               !!         . 0  .    .         !
 1981.3!                    + *               !!         .    . 0  .         !
 1981.4!                     +*               !!         .    .0   .         !
 1982.1!                      +               !!         .    0    .         !
 1982.2!                    * +               !!         .  0 .    .         !
 1982.3!                    *+                !!         .   0.    .         !
 1982.4!                     +    *           !!         .    .    0         !
 1983.1!                        +      *      !!         .    .    . 0       !
 1983.2!                          * +         !!         .  0 .    .         !
 1983.3!                         +*           !!         .    .0   .         !
 1983.4!                         +   *        !!         .    .   0.         !
 1984.1!                       *   +          !!         .0   .    .         !
 1984.2!                       + *            !!         .    . 0  .         !
 1984.3!                       * +            !!         .  0 .    .         !
 1984.4!                       +    *         !!         .    .    0         !
 1985.1!                         * +          !!         .  0 .    .         !
 1985.2!                       +       *      !!         .    .    .  0      !
 1985.3!                    *       +         !!      0  .    .    .         !
 1985.4!                   +            *     !!         .    .    .      0  !
 1986.1!                       * +            !!         .  0 .    .         !
 1986.2!                       +              !!         .    .0   .         !
 1986.3!              *        +              !!     0   .    .    .         !
 1986.4!                  +      *            !!         .    .    . 0       !
 1987.1!                        + *           !!         .    . 0  .         !
 1987.2!                        + *           !!         .    . 0  .         !
 1987.3!                        +*            !!         .    .0   .         !
 1987.4!                       +      *       !!         .    .    . 0       !
 1988.1!                          +    *      !!         .    .    .0        !
 1988.2!                           +*         !!         .    .0   .         !
 1988.3!                          +           !!         .    0    .         !
 1988.4!                    *   +             !!         . 0  .    .         !
 1989.1!                     +    *           !!         .    .    0         !
 1989.2!                     *  +             !!         . 0  .    .         !
 1989.3!                    +   *             !!         .    .   0.         !
 1989.4!                    +   *             !!         .    .   0.         !
 1990.1!                    +  *              !!         .    .   0.         !
 1990.2!                     +   *            !!         .    .   0.         !
 1990.3!                     +   *            !!         .    .   0.         !
 1990.4!                     +         *      !!         .    .    .    0    !
 1991.1!                   *     +            !!        0.    .    .         !
 1991.2!                   +  *               !!         .    .  0 .         !
 1991.3!                  * +                 !!         .  0 .    .         !
 1991.4!                 +      *             !!         .    .    .0        !
 1992.1!                     + *              !!         .    . 0  .         !
 1992.2!                    +                 !!         .    0    .         !
 1992.3!                 + *                  !!         .    . 0  .         !
 1992.4!                 +     *              !!         .    .    .0        !
 1993.1!                     +   *            !!         .    .   0.         !
 1993.2!                    * +               !!         .   0.    .         !
 1993.3!                     +   *            !!         .    .   0.         !
 1993.4!                       + *            !!         .    .  0 .         !
 1994.1!                  *     +             !!        0.    .    .         !
 1994.2!                  + *                 !!         .    . 0  .         !
 1994.3!            *      +                  !!       0 .    .    .         !
 1994.4!               +*                     !!         .    .0   .         !
 1995.1!                +     *               !!         .    .    0         !
 1995.2!                   +   *              !!         .    .   0.         !
 1995.3!                 *   +                !!         . 0  .    .         !
 1995.4!                 +   *                !!         .    .   0.         !
 1996.1!                 *  +                 !!         . 0  .    .         !
 1996.2!                 +     *              !!         .    .    .0        !
 1996.3!              *      +                !!        0.    .    .         !
 1996.4!                +  *                  !!         .    .  0 .         !
 1997.1!                 * +                  !!         .  0 .    .         !
 1997.2!                   + *                !!         .    . 0  .         !
 1997.3!                  *  +                !!         .0   .    .         !
 1997.4!                  +  *                !!         .    .  0 .         !
 1998.1!             *      +                 !!       0 .    .    .         !
 1998.2!              +*                      !!         .    .0   .         !
 1998.3!               +     *                !!         .    .    .0        !
 1998.4!                * +                   !!         .  0 .    .         !
 1999.1!                +     *               !!         .    .    .0        !
 1999.2!               * +                    !!         .  0 .    .         !
 1999.3!              *+                      !!         .   0.    .         !
 1999.4!               +       *              !!         .    .    .  0      !
 2000.1!                    *+                !!         .  0 .    .         !
 2000.2!                    +*                !!         .    .0   .         !
 2000.3!               *     +                !!         0    .    .         !
 2000.4!                  +   *               !!         .    .   0.         !
 2001.1!                  *  +                !!         . 0  .    .         !
 2001.2!                  *+                  !!         .    0    .         !
 2001.3!             *    +                   !!        0.    .    .         !
 2001.4!               +   *                  !!         .    .   0.         !
 2002.1!                  +  *                !!         .    .  0 .         !
 2002.2!                *  +                  !!         . 0  .    .         !
 2002.3!            *   +                     !!         .0   .    .         !
 2002.4!              +    *                  !!         .    .    0         !
 2003.1!          *     +                     !!        0.    .    .         !
 2003.2!          * +                         !!         .  0 .    .         !
 2003.3!      *      +                        !!       0 .    .    .         !
 2003.4!          +                           !!         .    0    .         !
 2004.1!        *  +                          !!         . 0  .    .         !
 2004.2!           +                          !!         .    0    .         !
 2004.3!             +             *          !!         .    .    .        0!
 2004.4!              *      +                !!       0 .    .    .         !
 2005.1!       *    +                         !!         .0   .    .         !
 2005.2!         + *                          !!         .    .  0 .         !
 2005.3!   *        +                         !!     0   .    .    .         !
 2005.4!       +    *                         !!         .    .    0         !
 2006.1!            +*                        !!         .    0    .         !
 2006.2!         *  +                         !!         . 0  .    .         !
 2006.3!*         +                           !!     0   .    .    .         !
 2006.4!     +   *                            !!         .    .   0.         !
 2007.1!      *  +                            !!         . 0  .    .         !
 2007.2!    *  +                              !!         .  0 .    .         !
 2007.3!*    +                                !!         0    .    .         !
 2007.4!   +     *                            !!         .    .    .0        !
 2008.1!      *+                              !!         .  0 .    .         !
 2008.2!     *+                               !!         .   0.    .         !
 2008.3*      +                               !!        0.    .    .         !
 2008.4!    +    *                            !!         .    .    0         !
 2009.1!        *+                            !!         .   0.    .         !
 2009.2!        +*                            !!         .    .0   .         !
 2009.3!   *    +                             !!        0.    .    .         !
 2009.4!     +  *                             !!         .    .   0.         !
 2010.1!      * +                             !!         .  0 .    .         !
 2010.2!     *   +                            !!         .0   .    .         !
 2010.3! *     +                              !!       0 .    .    .         !
 2010.4!     + *                              !!         .    . 0  .         !
 2011.1! *      +                             !!        0.    .    .         !
 2011.2! *   +                                !!         .0   .    .         !
 2011.3*    +                                 !!         0    .    .         !
 2011.4!   +  *                               !!         .    .  0 .         !
 2012.1!   *    +                             !!        0.    .    .         !
 2012.2!*     +                               !!        0.    .    .         !
 2012.3! *   +                                !!         .0   .    .         !
 2012.4!     +                                !!         .    0    .         !


     32.98 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
@@EQ 2980 LAADEIA C LADEIA(-1) PDEIA;SMPL 1996.4 2012.4;OLS;EST 2980 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOIA=NOPX$Q/IAPMM;                                                     
 GENR LAANOIA=LOG(AANOIA+.00001);                                             
 GENR LANOIA=LOG(ANOIA+.00001);                                               
 LHS AANOIA=EXP(LAANOIA)-.00001;                                              
  EQ 2981 LAANOIA C LANOIA(-1) PNOIA;                                         
EQUATION 1588  LAANOIA  
   RHS     C  LANOIA(-1)  PNOIA  
 SMPL 1975.2 2012.4;                                                          
Sample period is now  1975.2 to  2012.4 Internally:    94 to   244
 OLS;EST 1588 PLOT=0;END;                                                     

Equation number = 1588
**********************

Dependent variable = LAANOIA 

 1975.2 -   2012.4,    0 missing obs.,  151 obs. used.

Mean of dependent variable       -6.423009746

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.808448194       0.404533711  -6.94243     1.000000
15173 LANOIA  ( -1)       0.427640913       0.073759209   5.79780    -6.408068
15171 PNOIA   (  0)      -1.030598042       0.236436608  -4.35888     0.848254

SE of equation            =     0.648518765
Sum of squared residuals  =  62.2453351       0.647037979E-11
Average absolute error    =     0.458355870
Sum of ABS residuals      =  69.2117364    
R squared                 =   0.43359
Durbin-Watson statistic   =   2.16646
SMPL and No. Obs.         = 1975.2   2012.4    151

Plot of actual(*) and fitted(+) values and residuals(0)


 1975.2!                +     *               !!           .  .  .0          !
 1975.3!                 +          *         !!           .  .  .    0      !
 1975.4!           *        +                 !!        0  .  .  .           !
 1976.1!          *  +                        !!           .0 .  .           !
 1976.2!            +                *        !!           .  .  .        0  !
 1976.3!              *     +                 !!          0.  .  .           !
 1976.4!             +*                       !!           .  0  .           !
 1977.1!             +   *                    !!           .  . 0.           !
 1977.2!               +         *            !!           .  .  .   0       !
 1977.3!                  +  *                !!           .  . 0.           !
 1977.4!                +                     *!           .  .  .           0
 1978.1!                        +     *       !!           .  .  .0          !
 1978.2!                    +        *        !!           .  .  .  0        !
 1978.3!         *          +                 !!      0    .  .  .           !
 1978.4!         *  +                         !!           .0 .  .           !
 1979.1!         * +                          !!           . 0.  .           !
 1979.2!           +  *                       !!           .  . 0.           !
 1979.3!            *+                        !!           . 0.  .           !
 1979.4!            +         *               !!           .  .  .   0       !
 1980.1!       *        +                     !!        0  .  .  .           !
 1980.2!         +*                           !!           .  .0 .           !
 1980.3!          +                           !!           .  0  .           !
 1980.4!          +  *                        !!           .  . 0.           !
 1981.1!        *   +                         !!           0  .  .           !
 1981.2!         +*                           !!           .  0  .           !
 1981.3!       *  +                           !!           .0 .  .           !
 1981.4!         +      *                     !!           .  .  . 0         !
 1982.1!             +  *                     !!           .  . 0.           !
 1982.2!             +  *                     !!           .  . 0.           !
 1982.3!             +                        !!           .  0  .           !
 1982.4!          * +                         !!           . 0.  .           !
 1983.1!           +          *               !!           .  .  .    0      !
 1983.2!           *    +                     !!           0  .  .           !
 1983.3!           +  *                       !!           .  . 0.           !
 1983.4!            + *                       !!           .  .0 .           !
 1984.1!            +                         !!           .  0  .           !
 1984.2!           +        *                 !!           .  .  .  0        !
 1984.3!               + *                    !!           .  .0 .           !
 1984.4!              +*                      !!           .  .0 .           !
 1985.1!             +                        !!           .  0  .           !
 1985.2!           +     *                    !!           .  .  .0          !
 1985.3!              +  *                    !!           .  .  0           !
 1985.4!             + *                      !!           .  .0 .           !
 1986.1!             +    *                   !!           .  .  .0          !
 1986.2!              * +                     !!           . 0.  .           !
 1986.3!             * +                      !!           . 0.  .           !
 1986.4!              +   *                   !!           .  . 0.           !
 1987.1!                +                     !!           .  0  .           !
 1987.2!               + *                    !!           .  .0 .           !
 1987.3!                + *                   !!           .  . 0.           !
 1987.4!                +  *                  !!           .  . 0.           !
 1988.1!                 +                    !!           .  0  .           !
 1988.2!                +  *                  !!           .  . 0.           !
 1988.3!                 +*                   !!           .  .0 .           !
 1988.4!                +                     !!           .  0  .           !
 1989.1!          *    +                      !!           0  .  .           !
 1989.2!             +  *                     !!           .  . 0.           !
 1989.3!               +     *                !!           .  .  .0          !
 1989.4!                 +     *              !!           .  .  .0          !
 1990.1!          *      +                    !!         0 .  .  .           !
 1990.2!            *+                        !!           . 0.  .           !
 1990.3!             +            *           !!           .  .  .      0    !
 1990.4!   *              +                   !!   0       .  .  .           !
 1991.1!         +                            !!           .  0  .           !
 1991.2!          * +                         !!           . 0.  .           !
 1991.3!             +   *                    !!           .  .  0           !
 1991.4!              *+                      !!           . 0.  .           !
 1992.1!         *    +                       !!          0.  .  .           !
 1992.2!           *+                         !!           . 0.  .           !
 1992.3!            *+                        !!           . 0.  .           !
 1992.4!             +  *                     !!           .  . 0.           !
 1993.1!              * +                     !!           . 0.  .           !
 1993.2!             * +                      !!           . 0.  .           !
 1993.3!             * +                      !!           . 0.  .           !
 1993.4!            *  +                      !!           .0 .  .           !
 1994.1!               +*                     !!           .  .0 .           !
 1994.2!            *   +                     !!           .0 .  .           !
 1994.3!             *+                       !!           . 0.  .           !
 1994.4!           *   +                      !!           0  .  .           !
 1995.1!             +                        !!           .  0  .           !
 1995.2!         *    +                       !!          0.  .  .           !
 1995.3!             +                        !!           .  0  .           !
 1995.4!            *  +                      !!           .0 .  .           !
 1996.1!              +    *                  !!           .  .  0           !
 1996.2!               * +                    !!           . 0.  .           !
 1996.3!             * +                      !!           .0 .  .           !
 1996.4!            * +                       !!           . 0.  .           !
 1997.1!              +                       !!           .  0  .           !
 1997.2!               +                      !!           .  0  .           !
 1997.3!           *   +                      !!           0  .  .           !
 1997.4!          *  +                        !!           .0 .  .           !
 1998.1!          *  +                        !!           .0 .  .           !
 1998.2!             +  *                     !!           .  . 0.           !
 1998.3!            *  +                      !!           .0 .  .           !
 1998.4!           *  +                       !!           .0 .  .           !
 1999.1!      *       +                       !!         0 .  .  .           !
 1999.2!          +   *                       !!           .  .  0           !
 1999.3!         *   +                        !!           0  .  .           !
 1999.4!           +                          !!           .  0  .           !
 2000.1!       *    +                         !!           0  .  .           !
 2000.2!      *   +                           !!           0  .  .           !
 2000.3!       * +                            !!           .0 .  .           !
 2000.4!          +*                          !!           .  .0 .           !
 2001.1!         *  +                         !!           .0 .  .           !
 2001.2!         *+                           !!           . 0.  .           !
 2001.3!           +                          !!           .  0  .           !
 2001.4!      *     +                         !!          0.  .  .           !
 2002.1!          +*                          !!           .  .0 .           !
 2002.2!        *   +                         !!           .0 .  .           !
 2002.3!          +*                          !!           .  0  .           !
 2002.4!          *+                          !!           . 0.  .           !
 2003.1!       *  +                           !!           .0 .  .           !
 2003.2!       *  +                           !!           .0 .  .           !
 2003.3!    *     +                           !!          0.  .  .           !
 2003.4!        *+                            !!           . 0.  .           !
 2004.1!      *   +                           !!           0  .  .           !
 2004.2!    *    +                            !!          0.  .  .           !
 2004.3!        +*                            !!           .  .0 .           !
 2004.4!      *  +                            !!           .0 .  .           !
 2005.1!      * +                             !!           . 0.  .           !
 2005.2!       *+                             !!           . 0.  .           !
 2005.3!      *+                              !!           . 0.  .           !
 2005.4!  *    +                              !!          0.  .  .           !
 2006.1!     +*                               !!           .  .0 .           !
 2006.2!      +  *                            !!           .  . 0.           !
 2006.3!      *+                              !!           . 0.  .           !
 2006.4!      + *                             !!           .  .0 .           !
 2007.1!       + *                            !!           .  .0 .           !
 2007.2!       + *                            !!           .  .0 .           !
 2007.3!       +    *                         !!           .  .  0           !
 2007.4!    *  +                              !!           .0 .  .           !
 2008.1!*  +                                  !!           .0 .  .           !
 2008.2! +*                                   !!           .  .0 .           !
 2008.3*  +                                   !!           .0 .  .           !
 2008.4!   +*                                 !!           .  0  .           !
 2009.1!      +                               !!           .  0  .           !
 2009.2!    *  +                              !!           .0 .  .           !
 2009.3!   *  +                               !!           .0 .  .           !
 2009.4!    *+                                !!           . 0.  .           !
 2010.1!      +       *                       !!           .  .  .  0        !
 2010.2!*         +                           !!       0   .  .  .           !
 2010.3!   *+                                 !!           .  0  .           !
 2010.4!     +  *                             !!           .  . 0.           !
 2011.1!*     +                               !!          0.  .  .           !
 2011.2*  +                                   !!           .0 .  .           !
 2011.3!  +                                   !!           .  0  .           !
 2011.4!   + *                                !!           .  .0 .           !
 2012.1!  * +                                 !!           . 0.  .           !
 2012.2!   + *                                !!           .  .0 .           !
 2012.3!   *+                                 !!           . 0.  .           !
 2012.4!  *+                                  !!           . 0.  .           !


     22.52 percent of the residuals exceed 1 SE
      6.62 percent of the residuals exceed 2 SE
@@EQ 2982 LAASWIA C LASWIA(-1) PSWIA;SMPL 1996.4 2012.4;OLS;EST 2982 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGRIA=GRPX$Q/IAPMM;                                                     
 GENR LAAGRIA=LOG(AAGRIA+.00001);                                             
 GENR LAGRIA=LOG(AGRIA+.00001);                                               
 LHS AAGRIA=EXP(LAAGRIA)-.00001;                                              
  EQ 2983 LAAGRIA C LAGRIA(-1) PGRIA;                                         
EQUATION 1589  LAAGRIA  
   RHS     C  LAGRIA(-1)  PGRIA  
 SMPL 1986.2 2012.4;                                                          
Sample period is now  1986.2 to  2012.4 Internally:   138 to   244
 OLS;EST 1589 PLOT=0;END;                                                     

Equation number = 1589
**********************

Dependent variable = LAAGRIA 

 1986.2 -   2012.4,    0 missing obs.,  107 obs. used.

Mean of dependent variable       -7.704174140

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.506552509       0.666253100  -3.76216     1.000000
15176 LAGRIA  ( -1)       0.623832799       0.070182000   8.88879    -7.737574
15174 PGRIA   (  0)      -0.380239411       0.447979747  -0.84879     0.974832

SE of equation            =     0.650360410
Sum of squared residuals  =  43.9887409      -0.903899178E-11
Average absolute error    =     0.462891154
Sum of ABS residuals      =  49.5293535    
R squared                 =   0.44069
Durbin-Watson statistic   =   2.31226
SMPL and No. Obs.         = 1986.2   2012.4    107

Plot of actual(*) and fitted(+) values and residuals(0)


 1986.2!      +    *                          !!          .   .  0.          !
 1986.3!     *          +                     !!       0  .   .   .          !
 1986.4!          * +                         !!          . 0 .   .          !
 1987.1!           *   +                      !!          . 0 .   .          !
 1987.2!                +   *                 !!          .   .  0.          !
 1987.3*                     +                !0          .   .   .          !
 1987.4!        +    *                        !!          .   .  0.          !
 1988.1!                *+                    !!          .  0.   .          !
 1988.2!              *   +                   !!          .0  .   .          !
 1988.3!             *    +                   !!          .0  .   .          !
 1988.4!                 +                    !!          .   0   .          !
 1989.1!                   +                  !!          .   0   .          !
 1989.2!              *     +                 !!          0   .   .          !
 1989.3!               * +                    !!          .  0.   .          !
 1989.4!                  +  *                !!          .   .  0.          !
 1990.1!                      +  *            !!          .   . 0 .          !
 1990.2!                       *+             !!          .   0   .          !
 1990.3!                *      +              !!          0   .   .          !
 1990.4!  *                +                  !!   0      .   .   .          !
 1991.1!          +     *                     !!          .   .   0          !
 1991.2!           *      +                   !!         0.   .   .          !
 1991.3!                +  *                  !!          .   . 0 .          !
 1991.4!                    +*                !!          .   0   .          !
 1992.1!                *    +                !!          0   .   .          !
 1992.2!                * +                   !!          .  0.   .          !
 1992.3!                 *+                   !!          .  0.   .          !
 1992.4!                   +    *             !!          .   .  0.          !
 1993.1!                       +*             !!          .   0   .          !
 1993.2!                        +*            !!          .   .0  .          !
 1993.3!                     *  +             !!          . 0 .   .          !
 1993.4!                      +*              !!          .   .0  .          !
 1994.1!                       +   *          !!          .   .  0.          !
 1994.2!                          +      *    !!          .   .   .0         !
 1994.3!                         *   +        !!          .0  .   .          !
 1994.4!                        +            *!!          .   .   .   0      !
 1995.1!                                +   * !!          .   .  0.          !
 1995.2!                              *+      !!          .  0.   .          !
 1995.3!                           +  *       !!          .   . 0 .          !
 1995.4!                           +        * !!          .   .   . 0        !
 1996.1!                               +     *!!          .   .   0          !
 1996.2!                               +      *!          .   .   .0         !
 1996.3!                                + *   !!          .   .0  .          !
 1996.4!                             +   *    !!          .   .  0.          !
 1997.1!                            *+        !!          .  0.   .          !
 1997.2!                          + *         !!          .   .0  .          !
 1997.3!                          +*          !!          .   .0  .          !
 1997.4!                          + *         !!          .   . 0 .          !
 1998.1!                         *+           !!          .  0.   .          !
 1998.2!                        + *           !!          .   .0  .          !
 1998.3!                        +*            !!          .   .0  .          !
 1998.4!                        +*            !!          .   .0  .          !
 1999.1!                        +   *         !!          .   .  0.          !
 1999.2!                         +     *      !!          .   .   0          !
 1999.3!                           +    *     !!          .   .  0.          !
 1999.4!                            +*        !!          .   .0  .          !
 2000.1!                          +  *        !!          .   . 0 .          !
 2000.2!                        *  +          !!          . 0 .   .          !
 2000.3!                       +              !!          .   0   .          !
 2000.4!                       +   *          !!          .   .  0.          !
 2001.1!                         +*           !!          .   0   .          !
 2001.2!                         +  *         !!          .   . 0 .          !
 2001.3!       *                  +           !! 0        .   .   .          !
 2001.4!             +       *                !!          .   .   . 0        !
 2002.1!                     + *              !!          .   . 0 .          !
 2002.2!                       + *            !!          .   . 0 .          !
 2002.3!                     *  +             !!          . 0 .   .          !
 2002.4!                     +*               !!          .   .0  .          !
 2003.1!                    *+                !!          .  0.   .          !
 2003.2!                    +                 !!          .  0.   .          !
 2003.3!                    +*                !!          .   0   .          !
 2003.4!                   * +                !!          .  0.   .          !
 2004.1!                    +                 !!          .   0   .          !
 2004.2!                   *+                 !!          .  0.   .          !
 2004.3!                 * +                  !!          . 0 .   .          !
 2004.4!                  +   *               !!          .   . 0 .          !
 2005.1!                   * +                !!          .  0.   .          !
 2005.2!                 *  +                 !!          . 0 .   .          !
 2005.3!                 * +                  !!          .  0.   .          !
 2005.4!                  +   *               !!          .   . 0 .          !
 2006.1!                   *  +               !!          . 0 .   .          !
 2006.2!                    +                 !!          .   0   .          !
 2006.3!                  * +                 !!          . 0 .   .          !
 2006.4!                  *+                  !!          .  0.   .          !
 2007.1!                   + *                !!          .   . 0 .          !
 2007.2!                  *  +                !!          . 0 .   .          !
 2007.3!                  *+                  !!          .  0.   .          !
 2007.4!                  + *                 !!          .   .0  .          !
 2008.1!               *    +                 !!          .0  .   .          !
 2008.2!                *+                    !!          .  0.   .          !
 2008.3!              *  +                    !!          . 0 .   .          !
 2008.4!                 +  *                 !!          .   . 0 .          !
 2009.1!                   *+                 !!          .  0.   .          !
 2009.2!                   +  *               !!          .   . 0 .          !
 2009.3!            *        +                !!        0 .   .   .          !
 2009.4!               +     *                !!          .   .   0          !
 2010.1!                     +*               !!          .   0   .          !
 2010.2!                  *  +                !!          . 0 .   .          !
 2010.3!          *        +                  !!        0 .   .   .          !
 2010.4!              +           *           !!          .   .   .   0      !
 2011.1!                *       +             !!         0.   .   .          !
 2011.2!            *    +                    !!          0   .   .          !
 2011.3!               +                      !!          .   0   .          !
 2011.4!                 +        *           !!          .   .   . 0        !
 2012.1!                        +   *         !!          .   .  0.          !
 2012.2!                   *     +            !!          0   .   .          !
 2012.3!                *   +                 !!          .0  .   .          !
 2012.4!                 +         *          !!          .   .   . 0        !


     21.50 percent of the residuals exceed 1 SE
      4.67 percent of the residuals exceed 2 SE
@EQ  2984 LAAIRIA C LAIRIA(-1) PIRIA;SMPL 1980.2 2012.4;OLS;EST 2984 PLOT=0;EN
@@EQ 2985 LAAPOIA C LAPOIA(-1) PPOIA;SMPL 1996.4 2012.4;OLS;EST 2985 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPIA=SPPX$Q/IAPMM;                                                     
 GENR LAASPIA=LOG(AASPIA+.00001);                                             
 GENR LASPIA=LOG(ASPIA+.00001);                                               
 LHS AASPIA=EXP(LAASPIA)-.00001;                                              
  EQ 2986 LAASPIA C LASPIA(-1) PSPIA;                                         
EQUATION 1590  LAASPIA  
   RHS     C  LASPIA(-1)  PSPIA  
 SMPL 1976.1 2012.4;                                                          
Sample period is now  1976.1 to  2012.4 Internally:    97 to   244
 OLS;EST 1590 PLOT=0;END;                                                     

Equation number = 1590
**********************

Dependent variable = LAASPIA 

 1976.1 -   2012.4,    0 missing obs.,  148 obs. used.

Mean of dependent variable       -5.296293519

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.528332844       0.412894035  -1.27958     1.000000
15179 LASPIA  ( -1)       0.632999340       0.061256356  10.33361    -5.302876
15177 PSPIA   (  0)      -1.369881996       0.446859564  -3.06558     1.030194

SE of equation            =     0.425814287
Sum of squared residuals  =  26.2910820      -0.661604105E-11
Average absolute error    =     0.321423008
Sum of ABS residuals      =  47.5706053    
R squared                 =   0.57427
Durbin-Watson statistic   =   2.22608
SMPL and No. Obs.         = 1976.1   2012.4    148

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.1!       *+                             !!          .  0.   .          !
 1976.2!            *+                        !!          .   0   .          !
 1976.3!          *    +                      !!         0.   .   .          !
 1976.4!      *       +                       !!       0  .   .   .          !
 1977.1!           +      *                   !!          .   .   .  0       !
 1977.2!            *     +                   !!        0 .   .   .          !
 1977.3*               +                      !0          .   .   .          !
 1977.4!       +             *                !!          .   .   .        0 !
 1978.1!                     +      *         !!          .   .   .  0       !
 1978.2!                         *+           !!          .  0.   .          !
 1978.3!                       +              !!          .   0   .          !
 1978.4!                 *   +                !!          0   .   .          !
 1979.1!                +     *               !!          .   .   . 0        !
 1979.2!            *      +                  !!        0 .   .   .          !
 1979.3!          *  +                        !!          .0  .   .          !
 1979.4!            +            *            !!          .   .   .       0  !
 1980.1!                     +                !!          .   0   .          !
 1980.2!                 *+                   !!          .  0.   .          !
 1980.3!     *          +                     !!   0      .   .   .          !
 1980.4!        +              *              !!          .   .   .         0!
 1981.1!                      +  *            !!          .   .  0.          !
 1981.2!               *        +             !!      0   .   .   .          !
 1981.3!                 +        *           !!          .   .   .   0      !
 1981.4!                        + *           !!          .   . 0 .          !
 1982.1!                     *  +             !!          0   .   .          !
 1982.2!                     +*               !!          .   .0  .          !
 1982.3!                      +    *          !!          .   .   .0         !
 1982.4!                          +         * !!          .   .   .     0    !
 1983.1!                                +   * !!          .   .  0.          !
 1983.2!                                +     *!          .   .   .0         !
 1983.3!                                 *+   !!          .   0   .          !
 1983.4!                        *     +       !!        0 .   .   .          !
 1984.1!                       *+             !!          .  0.   .          !
 1984.2!                        + *           !!          .   . 0 .          !
 1984.3!                         + *          !!          .   .0  .          !
 1984.4!                          +    *      !!          .   .   .0         !
 1985.1!                             + *      !!          .   . 0 .          !
 1985.2!                           +       *  !!          .   .   .  0       !
 1985.3!                        *      +      !!        0 .   .   .          !
 1985.4!                       +    *         !!          .   .   .0         !
 1986.1!                     *  +             !!          .0  .   .          !
 1986.2!                  *   +               !!          0   .   .          !
 1986.3!                     +                !!          .   .0  .          !
 1986.4!                       +*             !!          .   .0  .          !
 1987.1!                  *      +            !!        0 .   .   .          !
 1987.2!                    +*                !!          .   .0  .          !
 1987.3!                  *  +                !!          .0  .   .          !
 1987.4!                  *+                  !!          .  0.   .          !
 1988.1!                 * +                  !!          . 0 .   .          !
 1988.2!                   +   *              !!          .   .   0          !
 1988.3!                     * +              !!          . 0 .   .          !
 1988.4!                    +    *            !!          .   .   0          !
 1989.1!                       + *            !!          .   . 0 .          !
 1989.2!                    *  +              !!          . 0 .   .          !
 1989.3!                  +   *               !!          .   .  0.          !
 1989.4!                   +         *        !!          .   .   .     0    !
 1990.1!                       +   *          !!          .   .   0          !
 1990.2!                   *   +              !!          .0  .   .          !
 1990.3!                 +*                   !!          .   .0  .          !
 1990.4!                +   *                 !!          .   .   0          !
 1991.1!                 * +                  !!          . 0 .   .          !
 1991.2!                 +  *                 !!          .   .  0.          !
 1991.3!             *     +                  !!         0.   .   .          !
 1991.4!             +     *                  !!          .   .   .0         !
 1992.1!                  +                   !!          .   0   .          !
 1992.2!                +  *                  !!          .   .  0.          !
 1992.3!                 +    *               !!          .   .   .0         !
 1992.4!                    +       *         !!          .   .   .   0      !
 1993.1!                        *+            !!          .  0.   .          !
 1993.2!                      *+              !!          .   0   .          !
 1993.3!                       + *            !!          .   .0  .          !
 1993.4!                     *  +             !!          0   .   .          !
 1994.1!                       + *            !!          .   . 0 .          !
 1994.2!                    *   +             !!          0   .   .          !
 1994.3!                     +                !!          .   0   .          !
 1994.4!                      +*              !!          .   .0  .          !
 1995.1!                    *  +              !!          .0  .   .          !
 1995.2!                   * +                !!          . 0 .   .          !
 1995.3!                    +     *           !!          .   .   . 0        !
 1995.4!                 *      +             !!       0  .   .   .          !
 1996.1!                  +  *                !!          .   .  0.          !
 1996.2!                     +  *             !!          .   .  0.          !
 1996.3!                      +      *        !!          .   .   . 0        !
 1996.4!                         +  *         !!          .   . 0 .          !
 1997.1!                         *+           !!          .  0.   .          !
 1997.2!                        +  *          !!          .   .  0.          !
 1997.3!                          + *         !!          .   . 0 .          !
 1997.4!                         *+           !!          .  0.   .          !
 1998.1!                  *    +              !!         0.   .   .          !
 1998.2!                  +*                  !!          .   .0  .          !
 1998.3!                 *+                   !!          .  0.   .          !
 1998.4!                + *                   !!          .   . 0 .          !
 1999.1!                  +   *               !!          .   .   0          !
 1999.2!                  +   *               !!          .   .   0          !
 1999.3!                    +                 !!          .   0   .          !
 1999.4!                   +*                 !!          .   .0  .          !
 2000.1!                    *+                !!          . 0 .   .          !
 2000.2!                     + *              !!          .   . 0 .          !
 2000.3!                   *   +              !!          0   .   .          !
 2000.4!                    + *               !!          .   . 0 .          !
 2001.1!                      +               !!          .   0   .          !
 2001.2!                      +               !!          .   0   .          !
 2001.3!                     *+               !!          .   0   .          !
 2001.4!                     +                !!          .   0   .          !
 2002.1!                    +                 !!          .   0   .          !
 2002.2!                  * +                 !!          .  0.   .          !
 2002.3!                  +*                  !!          .   0   .          !
 2002.4!                  +*                  !!          .   .0  .          !
 2003.1!                * +                   !!          . 0 .   .          !
 2003.2!                +  *                  !!          .   . 0 .          !
 2003.3!                  +                   !!          .  0.   .          !
 2003.4!              *  +                    !!          .0  .   .          !
 2004.1!              *+                      !!          .  0.   .          !
 2004.2!             * +                      !!          . 0 .   .          !
 2004.3!          *   +                       !!          0   .   .          !
 2004.4!            + *                       !!          .   . 0 .          !
 2005.1!              +  *                    !!          .   . 0 .          !
 2005.2!               * +                    !!          . 0 .   .          !
 2005.3!            *   +                     !!          0   .   .          !
 2005.4!              +  *                    !!          .   .  0.          !
 2006.1!            *    +                    !!         0.   .   .          !
 2006.2!           *  +                       !!          .0  .   .          !
 2006.3!         *   +                        !!          0   .   .          !
 2006.4!         *  +                         !!          . 0 .   .          !
 2007.1!           +*                         !!          .   .0  .          !
 2007.2!         *   +                        !!          0   .   .          !
 2007.3!       *   +                          !!          .0  .   .          !
 2007.4!         +     *                      !!          .   .   .0         !
 2008.1!        *     +                       !!        0 .   .   .          !
 2008.2!          +*                          !!          .   .0  .          !
 2008.3!        *   +                         !!          0   .   .          !
 2008.4!         * +                          !!          . 0 .   .          !
 2009.1!        *  +                          !!          .0  .   .          !
 2009.2!          +    *                      !!          .   .   .0         !
 2009.3!      *       +                       !!      0   .   .   .          !
 2009.4!        +   *                         !!          .   .   0          !
 2010.1!           * +                        !!          . 0 .   .          !
 2010.2!        *     +                       !!        0 .   .   .          !
 2010.3!        *   +                         !!          .0  .   .          !
 2010.4!          *+                          !!          .  0.   .          !
 2011.1!         *   +                        !!          .0  .   .          !
 2011.2!        *   +                         !!          0   .   .          !
 2011.3!        *  +                          !!          0   .   .          !
 2011.4!           +                          !!          .   0   .          !
 2012.1!         *    +                       !!         0.   .   .          !
 2012.2!        *   +                         !!          0   .   .          !
 2012.3!           *+                         !!          .  0.   .          !
 2012.4!           * +                        !!          . 0 .   .          !


     26.35 percent of the residuals exceed 1 SE
      4.73 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNZIA=NZPX$Q/IAPMM;                                                     
 GENR LAANZIA=LOG(AANZIA+.00001);                                             
 GENR LANZIA=LOG(ANZIA+.00001);                                               
 LHS AANZIA=EXP(LAANZIA)-.00001;                                              
  EQ 2987 LAANZIA C LANZIA(-1) PNZIA;                                         
EQUATION 1591  LAANZIA  
   RHS     C  LANZIA(-1)  PNZIA  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST 1591 PLOT=0;END;                                                     

Equation number = 1591
**********************

Dependent variable = LAANZIA 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -5.147447453

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.401851073       0.320231740  -4.37761     1.000000
15182 LANZIA  ( -1)       0.648618712       0.060085179  10.79499    -5.145896
15180 PNZIA   (  0)      -0.426904693       0.212752672  -2.00658     0.955416

SE of equation            =     0.291519767
Sum of squared residuals  =  13.5124202       0.952571355E-11
Average absolute error    =     0.217287120
Sum of ABS residuals      =  35.2005135    
R squared                 =   0.47465
Durbin-Watson statistic   =   2.20993
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!                *     +               !!         0.   .   .          !
 1972.4!           *        +                 !!      0   .   .   .          !
 1973.1!  *            +                      !!  0       .   .   .          !
 1973.2!         +           *                !!          .   .   .      0   !
 1973.3!       *             +                !! 0        .   .   .          !
 1973.4*             +                        !!  0       .   .   .          !
 1974.1!        +      *                      !!          .   .   . 0        !
 1974.2!                   +                  !!          .   0   .          !
 1974.3!                      +               !!          .   0   .          !
 1974.4!                      * +             !!          . 0 .   .          !
 1975.1!        *               +             !0          .   .   .          !
 1975.2!            *  +                      !!          .0  .   .          !
 1975.3!                  +     *             !!          .   .   . 0        !
 1975.4!                      *   +           !!          .0  .   .          !
 1976.1!                     *  +             !!          .0  .   .          !
 1976.2!                       + *            !!          .   . 0 .          !
 1976.3!                  *       +           !!       0  .   .   .          !
 1976.4!                *    +                !!          0   .   .          !
 1977.1!                *   +                 !!          .0  .   .          !
 1977.2!                    +    *            !!          .   .   .0         !
 1977.3!                      *  +            !!          0   .   .          !
 1977.4!                       +              !!          .   0   .          !
 1978.1!                        +             !!          .   0   .          !
 1978.2!                       * +            !!          .  0.   .          !
 1978.3!                        +  *          !!          .   .  0.          !
 1978.4!                          +   *       !!          .   .  0.          !
 1979.1!                      *     +         !!        0 .   .   .          !
 1979.2!                      +   *           !!          .   .   0          !
 1979.3!                          +      *    !!          .   .   .  0       !
 1979.4!                              + *     !!          .   .0  .          !
 1980.1!                          *  +        !!          .0  .   .          !
 1980.2!                         +      *     !!          .   .   . 0        !
 1980.3!                             +*       !!          .   0   .          !
 1980.4!                            +       * !!          .   .   .  0       !
 1981.1!                              * +     !!          . 0 .   .          !
 1981.2!                            +   *     !!          .   .   0          !
 1981.3!                             +    *   !!          .   .   0          !
 1981.4!                      *       +       !!       0  .   .   .          !
 1982.1!                    *  +              !!          .0  .   .          !
 1982.2!                      +         *     !!          .   .   .    0     !
 1982.3!                            *+        !!          .  0.   .          !
 1982.4!                           + *        !!          .   .0  .          !
 1983.1!                            +*        !!          .   .0  .          !
 1983.2!                         *  +         !!          .0  .   .          !
 1983.3!                         + *          !!          .   .0  .          !
 1983.4!                        * +           !!          . 0 .   .          !
 1984.1!                        +   *         !!          .   .   0          !
 1984.2!                           + *        !!          .   . 0 .          !
 1984.3!                            +         !!          .   0   .          !
 1984.4!                        *  +          !!          .0  .   .          !
 1985.1!                         +*           !!          .   .0  .          !
 1985.2!                          +   *       !!          .   .   0          !
 1985.3!                             +        *!          .   .   .   0      !
 1985.4!                                 +    !!          .   0   .          !
 1986.1!                              +       !!          .   0   .          !
 1986.2!                             +       *!!          .   .   .  0       !
 1986.3!                                  + * !!          .   . 0 .          !
 1986.4!                         *        +   !!       0  .   .   .          !
 1987.1!                           +     *    !!          .   .   . 0        !
 1987.2!                               +      !!          .   0   .          !
 1987.3!                              +       !!          .   0   .          !
 1987.4!                             + *      !!          .   . 0 .          !
 1988.1!                             +   *    !!          .   .   0          !
 1988.2!                               +    * !!          .   .   .0         !
 1988.3!                         *       +    !!        0 .   .   .          !
 1988.4!                         +         *  !!          .   .   .    0     !
 1989.1!                                + *   !!          .   . 0 .          !
 1989.2!                               +  *   !!          .   .  0.          !
 1989.3!                          *   +       !!          0   .   .          !
 1989.4!                    *    +            !!          0   .   .          !
 1990.1!                     +     *          !!          .   .   . 0        !
 1990.2!                           +  *       !!          .   .  0.          !
 1990.3!                            *+        !!          .   0   .          !
 1990.4!                      *     +         !!         0.   .   .          !
 1991.1!                        +     *       !!          .   .   . 0        !
 1991.2!                           * +        !!          . 0 .   .          !
 1991.3!                          *+          !!          .  0.   .          !
 1991.4!                          +*          !!          .   .0  .          !
 1992.1!                           +     *    !!          .   .   . 0        !
 1992.2!                          *    +      !!         0.   .   .          !
 1992.3!                          +           !!          .   0   .          !
 1992.4!                          + *         !!          .   . 0 .          !
 1993.1!                            +    *    !!          .   .   0          !
 1993.2!                           *  +       !!          .0  .   .          !
 1993.3!                          *+          !!          .  0.   .          !
 1993.4!                       *  +           !!          .0  .   .          !
 1994.1!                        +*            !!          .   .0  .          !
 1994.2!                         +            !!          .   0   .          !
 1994.3!                         + *          !!          .   .0  .          !
 1994.4!                          + *         !!          .   .0  .          !
 1995.1!                           + *        !!          .   . 0 .          !
 1995.2!                            +*        !!          .   .0  .          !
 1995.3!                         *  +         !!          . 0 .   .          !
 1995.4!                        *+            !!          .  0.   .          !
 1996.1!                         + *          !!          .   . 0 .          !
 1996.2!                          +  *        !!          .   . 0 .          !
 1996.3!                           +          !!          .   0   .          !
 1996.4!                          + *         !!          .   . 0 .          !
 1997.1!                           +*         !!          .   .0  .          !
 1997.2!                           +*         !!          .   .0  .          !
 1997.3!                      *    +          !!          0   .   .          !
 1997.4!                      *+              !!          .  0.   .          !
 1998.1!             *         +              !!     0    .   .   .          !
 1998.2!                 *+                   !!          .   0   .          !
 1998.3!                    +*                !!          .   .0  .          !
 1998.4!                       + *            !!          .   . 0 .          !
 1999.1!                      *  +            !!          .0  .   .          !
 1999.2!                      +*              !!          .   .0  .          !
 1999.3!                       +              !!          .   0   .          !
 1999.4!                        +  *          !!          .   .  0.          !
 2000.1!                          *+          !!          .   0   .          !
 2000.2!                          +  *        !!          .   . 0 .          !
 2000.3!                         * +          !!          . 0 .   .          !
 2000.4!                         +       *    !!          .   .   .  0       !
 2001.1!                            * +       !!          .  0.   .          !
 2001.2!                           +      *   !!          .   .   . 0        !
 2001.3!                            * +       !!          . 0 .   .          !
 2001.4!                           +   *      !!          .   .   0          !
 2002.1!                            +*        !!          .   . 0 .          !
 2002.2!                           +   *      !!          .   .   0          !
 2002.3!                        *    +        !!          0   .   .          !
 2002.4!                        +  *          !!          .   . 0 .          !
 2003.1!                       * +            !!          . 0 .   .          !
 2003.2!                       *+             !!          .  0.   .          !
 2003.3!                  *    +              !!         0.   .   .          !
 2003.4!                   *+                 !!          .  0.   .          !
 2004.1!                    +                 !!          .   0   .          !
 2004.2!                    *+                !!          .  0.   .          !
 2004.3!                   * +                !!          . 0 .   .          !
 2004.4!                   *+                 !!          .  0.   .          !
 2005.1!                    + *               !!          .   . 0 .          !
 2005.2!                    * +               !!          . 0 .   .          !
 2005.3!               *     +                !!        0 .   .   .          !
 2005.4!                  +   *               !!          .   .   0          !
 2006.1!                       +              !!          .   0   .          !
 2006.2!                       +   *          !!          .   .  0.          !
 2006.3!                   *      +           !!        0 .   .   .          !
 2006.4!                    + *               !!          .   . 0 .          !
 2007.1!                      +               !!          .   0   .          !
 2007.2!                      +  *            !!          .   .  0.          !
 2007.3!                     *  +             !!          .0  .   .          !
 2007.4!                    +      *          !!          .   .   . 0        !
 2008.1!                        +*            !!          .   .0  .          !
 2008.2!                       + *            !!          .   . 0 .          !
 2008.3!                   *   +              !!          0   .   .          !
 2008.4!                    +  *              !!          .   . 0 .          !
 2009.1!                       +    *         !!          .   .   .0         !
 2009.2!                           +   *      !!          .   .   0          !
 2009.3!                      *      +        !!        0 .   .   .          !
 2009.4!                      +               !!          .   0   .          !
 2010.1!                      +  *            !!          .   .  0.          !
 2010.2!                       *+             !!          .  0.   .          !
 2010.3!                  *   +               !!          0   .   .          !
 2010.4!                  *+                  !!          .  0.   .          !
 2011.1!                 * +                  !!          . 0 .   .          !
 2011.2!                  +                   !!          .   0   .          !
 2011.3!                * +                   !!          .0  .   .          !
 2011.4!              *  +                    !!          .0  .   .          !
 2012.1!                +                     !!          .   .0  .          !
 2012.2!                * +                   !!          .  0.   .          !
 2012.3!             *    +                   !!          0   .   .          !
 2012.4!                +                     !!          .   0   .          !


     27.78 percent of the residuals exceed 1 SE
      4.94 percent of the residuals exceed 2 SE
@@EQ 2988 LAASAIA C LASAIA(-1) PSAIA;SMPL 1987.3 2012.4;OLS;EST 2988 PLOT=0;EN
@@EQ 2989 LAAVEIA C LAVEIA(-1) PVEIA;SMPL 2000.3 2012.4;OLS;EST 2989 PLOT=0;EN
@@EQ 2990 LAACOIA C LACOIA(-1) PCOIA;SMPL 1996.4 2012.4;OLS;EST 2990 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJOIA=JOPX$Q/IAPMM;                                                     
 GENR LAAJOIA=LOG(AAJOIA+.00001);                                             
 GENR LAJOIA=LOG(AJOIA+.00001);                                               
 LHS AAJOIA=EXP(LAAJOIA)-.00001;                                              
  EQ 2991 LAAJOIA C LAJOIA(-1) PJOIA;                                         
EQUATION 1592  LAAJOIA  
   RHS     C  LAJOIA(-1)  PJOIA  
 SMPL 1990.3 2012.4;                                                          
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
 OLS;EST 1592 PLOT=0;END;                                                     

Equation number = 1592
**********************

Dependent variable = LAAJOIA 

 1990.3 -   2012.4,    0 missing obs.,   90 obs. used.

Mean of dependent variable       -7.107169333

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.268765877       0.568769604  -3.98890     1.000000
15185 LAJOIA  ( -1)       0.663799522       0.078044451   8.50540    -7.091707
15183 PJOIA   (  0)      -0.112172826       0.234413622  -0.47853     1.167234

SE of equation            =     0.637767389
Sum of squared residuals  =  35.3870101       0.365307784E-11
Average absolute error    =     0.394328972
Sum of ABS residuals      =  35.4896075    
R squared                 =   0.47117
Durbin-Watson statistic   =   2.37100
SMPL and No. Obs.         = 1990.3   2012.4     90

Plot of actual(*) and fitted(+) values and residuals(0)


 1990.3!                                   + *!!            . .0.            !
 1990.4!                           *      +   !!          0 . . .            !
 1991.1!                            +     *   !!            . . . 0          !
 1991.2!                                +   * !!            . . 0            !
 1991.3!                                 + *  !!            . .0.            !
 1991.4!                                 + *  !!            . . 0            !
 1992.1!                                 +    *!            . . .0           !
 1992.2!                             *     +  !!           0. . .            !
 1992.3!                             +      * !!            . . . 0          !
 1992.4!                                 +  * !!            . . 0            !
 1993.1!                                 + *  !!            . .0.            !
 1993.2!                                 +  * !!            . . 0            !
 1993.3!                                 +   *!!            . . 0            !
 1993.4!                                  +   *!            . . 0            !
 1994.1!                               *   +  !!            0 . .            !
 1994.2!                              + *     !!            . .0.            !
 1994.3!                               +      !!            . 0 .            !
 1994.4!                              + *     !!            . .0.            !
 1995.1!                             * +      !!            .0. .            !
 1995.2!                             +*       !!            . 0 .            !
 1995.3!                             +*       !!            . .0.            !
 1995.4!                             + *      !!            . .0.            !
 1996.1!                             *+       !!            . 0 .            !
 1996.2!                             +*       !!            . 0 .            !
 1996.3!                             +*       !!            . .0.            !
 1996.4!                             +*       !!            . 0 .            !
 1997.1!                          *  +        !!            0 . .            !
 1997.2!                          +           !!            . 0 .            !
 1997.3!                           +          !!            . 0 .            !
 1997.4!                            +         !!            . 0 .            !
 1998.1!                            +*        !!            . .0.            !
 1998.2!                             + *      !!            . .0.            !
 1998.3!                              +*      !!            . .0.            !
 1998.4!                              +*      !!            . .0.            !
 1999.1!                             *+       !!            . 0 .            !
 1999.2!                             +*       !!            . .0.            !
 1999.3!                             +*       !!            . 0 .            !
 1999.4!                             +*       !!            . .0.            !
 2000.1!                            *+        !!            .0. .            !
 2000.2!                            +*        !!            . .0.            !
 2000.3!                             +*       !!            . .0.            !
 2000.4!                             +        !!            . 0 .            !
 2001.1!                            *+        !!            . 0 .            !
 2001.2!                            +*        !!            . .0.            !
 2001.3!                             +*       !!            . .0.            !
 2001.4!                             +*       !!            . .0.            !
 2002.1!                          *  +        !!            0 . .            !
 2002.2!                          +*          !!            . 0 .            !
 2002.3!                           +          !!            . 0 .            !
 2002.4!                           +          !!            . 0 .            !
 2003.1!                          *+          !!            .0. .            !
 2003.2!                           + *        !!            . .0.            !
 2003.3!                        *    +        !!           0. . .            !
 2003.4!                      *  +            !!            0 . .            !
 2004.1!                        + *           !!            . .0.            !
 2004.2!                           +          !!            . 0 .            !
 2004.3!                     *      +         !!          0 . . .            !
 2004.4!                       +  *           !!            . . 0            !
 2005.1!                       *   +          !!            0 . .            !
 2005.2*                        +             !0            . . .            !
 2005.3!         +       *                    !!            . . .  0         !
 2005.4!                   *+                 !!            .0. .            !
 2006.1!              *       +               !!         0  . . .            !
 2006.2!                   +                  !!            . 0 .            !
 2006.3!                      +   *           !!            . . 0            !
 2006.4!               *          +           !!       0    . . .            !
 2007.1!                   +*                 !!            . .0.            !
 2007.2!                 *     +              !!           0. . .            !
 2007.3!                     +                !!            . 0 .            !
 2007.4!                       +              !!            . 0 .            !
 2008.1!                       *+             !!            .0. .            !
 2008.2!                         +*           !!            . .0.            !
 2008.3!                          + *         !!            . .0.            !
 2008.4!                          *+          !!            .0. .            !
 2009.1!                          +   *       !!            . . .0           !
 2009.2!                             +*       !!            . .0.            !
 2009.3!                        *    +        !!           0. . .            !
 2009.4!                         + *          !!            . .0.            !
 2010.1!                           +  *       !!            . . 0            !
 2010.2!                          *  +        !!            0 . .            !
 2010.3!                          +*          !!            . .0.            !
 2010.4!                           +*         !!            . 0 .            !
 2011.1!                        *   +         !!            0 . .            !
 2011.2!                         +    *       !!            . . .0           !
 2011.3!                             +*       !!            . .0.            !
 2011.4!                            *+        !!            . 0 .            !
 2012.1!                            +  *      !!            . . 0            !
 2012.2!                            *+        !!            .0. .            !
 2012.3!                           +          !!            . 0 .            !
 2012.4!                           +  *       !!            . . 0            !


     16.67 percent of the residuals exceed 1 SE
      2.22 percent of the residuals exceed 2 SE
@@EQ 2992 LAASYIA C LASYIA(-1) PSYIA;SMPL 2013.1 2012.4;OLS;EST 2992 PLOT=0;EN
@EQ  2993 LAAIDIA C LAIDIA(-1) PIDIA;SMPL 1987.3 2012.4;OLS;EST 2993 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAIA=MAPX$Q/IAPMM;                                                     
 GENR LAAMAIA=LOG(AAMAIA+.00001);                                             
 GENR LAMAIA=LOG(AMAIA+.00001);                                               
 LHS AAMAIA=EXP(LAAMAIA)-.00001;                                              
  EQ 2994 LAAMAIA C LAMAIA(-1) PMAIA;                                         
EQUATION 1593  LAAMAIA  
   RHS     C  LAMAIA(-1)  PMAIA  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST 1593 PLOT=0;END;                                                     

Equation number = 1593
**********************

Dependent variable = LAAMAIA 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -4.088994370

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.024214911       0.095304518   0.25408     1.000000
15188 LAMAIA  ( -1)       0.919917296       0.024755171  37.16061    -4.101697
15186 PMAIA   (  0)      -0.302465161       0.104868574  -2.88423     1.124055

SE of equation            =     0.286704313
Sum of squared residuals  =  14.7136860      -0.327515792E-11
Average absolute error    =     0.215349660
Sum of ABS residuals      =  39.1936382    
R squared                 =   0.93674
Durbin-Watson statistic   =   2.37930
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3!               + *                    !!         .    .  0 .         !
 1967.4!                  + *                 !!         .    .   0.         !
 1968.1!                     +*               !!         .    .  0 .         !
 1968.2!                      *+              !!         .   0.    .         !
 1968.3!                       + *            !!         .    .  0 .         !
 1968.4!                         +  *         !!         .    .    0         !
 1969.1!                            +*        !!         .    . 0  .         !
 1969.2!                           *  +       !!         0    .    .         !
 1969.3!                          *+          !!         . 0  .    .         !
 1969.4!                          *+          !!         .   0.    .         !
 1970.1!                      *   +           !!       0 .    .    .         !
 1970.2!                    * +               !!         0    .    .         !
 1970.3!                  * +                 !!         . 0  .    .         !
 1970.4!                  *+                  !!         .   0.    .         !
 1971.1!                   +                  !!         .    0    .         !
 1971.2!                  * +                 !!         . 0  .    .         !
 1971.3!                  *+                  !!         .  0 .    .         !
 1971.4!                   +*                 !!         .    .0   .         !
 1972.1!                    *+                !!         .   0.    .         !
 1972.2!                     *+               !!         .  0 .    .         !
 1972.3!                      +               !!         .    0    .         !
 1972.4!                    *  +              !!        0.    .    .         !
 1973.1!                  *  +                !!       0 .    .    .         !
 1973.2!                 * +                  !!         . 0  .    .         !
 1973.3!               *  +                   !!        0.    .    .         !
 1973.4!              * +                     !!         .0   .    .         !
 1974.1!             *+                       !!         . 0  .    .         !
 1974.2!             +                        !!         .    .0   .         !
 1974.3!          *  +                        !!       0 .    .    .         !
 1974.4!          +  *                        !!         .    .    0         !
 1975.1!         *   +                        !!        0.    .    .         !
 1975.2!          +  *                        !!         .    .    0         !
 1975.3!              + *                     !!         .    .    0         !
 1975.4!            *    +                    !!    0    .    .    .         !
 1976.1!           * +                        !!         . 0  .    .         !
 1976.2!           *+                         !!         .  0 .    .         !
 1976.3!           *+                         !!         .   0.    .         !
 1976.4!            +*                        !!         .    . 0  .         !
 1977.1!          *  +                        !!        0.    .    .         !
 1977.2!        *  +                          !!         0    .    .         !
 1977.3!   *    +                             !!      0  .    .    .         !
 1977.4!    + *                               !!         .    .  0 .         !
 1978.1!    *  +                              !!         0    .    .         !
 1978.2!     +   *                            !!         .    .    . 0       !
 1978.3!        * +                           !!         . 0  .    .         !
 1978.4!       * +                            !!         . 0  .    .         !
 1979.1!       +    *                         !!         .    .    .   0     !
 1979.2!        *   +                         !!      0  .    .    .         !
 1979.3!      * +                             !!         .  0 .    .         !
 1979.4*       +                              !!0        .    .    .         !
 1980.1!+     *                               !!         .    .    .      0  !
 1980.2!       +*                             !!         .    . 0  .         !
 1980.3!      * +                             !!         . 0  .    .         !
 1980.4!       +                              !!         .    0    .         !
 1981.1!       + *                            !!         .    .   0.         !
 1981.2!        *+                            !!         .  0 .    .         !
 1981.3!         +      *                     !!         .    .    .       0 !
 1981.4!       *       +                      !0         .    .    .         !
 1982.1!     * +                              !!         .0   .    .         !
 1982.2!      +*                              !!         .    . 0  .         !
 1982.3!   *    +                             !!      0  .    .    .         !
 1982.4!    +  *                              !!         .    .    0         !
 1983.1!        +  *                          !!         .    .    .0        !
 1983.2!           *+                         !!         .   0.    .         !
 1983.3!            +*                        !!         .    . 0  .         !
 1983.4!             +*                       !!         .    .  0 .         !
 1984.1!             +  *                     !!         .    .    0         !
 1984.2!               + *                    !!         .    .  0 .         !
 1984.3!                + *                   !!         .    .   0.         !
 1984.4!                 +                    !!         .    .0   .         !
 1985.1!                 +    *               !!         .    .    .   0     !
 1985.2!             *      +                 !! 0       .    .    .         !
 1985.3!         *   +                        !!       0 .    .    .         !
 1985.4!          +  *                        !!         .    .    .0        !
 1986.1!              +                       !!         .    0    .         !
 1986.2!                +   *                 !!         .    .    . 0       !
 1986.3!                     *+               !!         .   0.    .         !
 1986.4!                     *+               !!         . 0  .    .         !
 1987.1!                      + *             !!         .    .    0         !
 1987.2!                         +    *       !!         .    .    .  0      !
 1987.3!                            * +       !!         .0   .    .         !
 1987.4!                       *    +         !!     0   .    .    .         !
 1988.1!                        +      *      !!         .    .    .      0  !
 1988.2!                              *+      !!         .  0 .    .         !
 1988.3!                              +       !!         .    .0   .         !
 1988.4!                               +  *   !!         .    .    .0        !
 1989.1!                                * +   !!         0    .    .         !
 1989.2!                                + *   !!         .    .    0         !
 1989.3!                                  +  *!!         .    .   0.         !
 1989.4!                              *      +!!  0      .    .    .         !
 1990.1!                               +      !!         .    .0   .         !
 1990.2!                            *   +     !!        0.    .    .         !
 1990.3!                             + *      !!         .    .   0.         !
 1990.4!                             *  +     !!        0.    .    .         !
 1991.1!                       *     +        !!   0     .    .    .         !
 1991.2!                        +       *     !!         .    .    .         0
 1991.3!                                 +  * !!         .    .    .0        !
 1991.4!                                 *  + !!         0    .    .         !
 1992.1!                               *  +   !!         0    .    .         !
 1992.2!                               +      !!         .    0    .         !
 1992.3!                             * +      !!         0    .    .         !
 1992.4!                             +        !!         .    0    .         !
 1993.1!                              +*      !!         .    .  0 .         !
 1993.2!                               +      !!         .  0 .    .         !
 1993.3!                               +      !!         .    0    .         !
 1993.4!                             *  +     !!        0.    .    .         !
 1994.1!                             +  *     !!         .    .   0.         !
 1994.2!                                +     !!         .    0    .         !
 1994.3!                                +*    !!         .    .0   .         !
 1994.4!                           *     +    !!    0    .    .    .         !
 1995.1!                           +  *       !!         .    .    0         !
 1995.2!                              +*      !!         .    . 0  .         !
 1995.3!                               +*     !!         .    . 0  .         !
 1995.4!                             *  +     !!        0.    .    .         !
 1996.1!                             +   *    !!         .    .    .  0      !
 1996.2!                               * +    !!         . 0  .    .         !
 1996.3!                               +*     !!         .    . 0  .         !
 1996.4!                               *+     !!         .  0 .    .         !
 1997.1!                               +      !!         .    .0   .         !
 1997.2!                              *+      !!         . 0  .    .         !
 1997.3!                              +*      !!         .    .0   .         !
 1997.4!                               +*     !!         .    .0   .         !
 1998.1!                                + *   !!         .    .    0         !
 1998.2!                                 *+   !!         .   0.    .         !
 1998.3!                                 +  * !!         .    .    .0        !
 1998.4!                                   +  !!         .    0    .         !
 1999.1!                                  +*  !!         .    0    .         !
 1999.2!                                 + *  !!         .    . 0  .         !
 1999.3!                                  + * !!         .    .  0 .         !
 1999.4!                                   +  !!         .    .0   .         !
 2000.1!                                   +* !!         .    .  0 .         !
 2000.2!                                   +* !!         .    .0   .         !
 2000.3!                                   +* !!         .    .0   .         !
 2000.4!                                  *+  !!         .   0.    .         !
 2001.1!                                 +*   !!         .    .0   .         !
 2001.2!                                 +  * !!         .    .    0         !
 2001.3!                                   +  !!         .    .0   .         !
 2001.4!                                * +   !!         . 0  .    .         !
 2002.1!                               +    * !!         .    .    .  0      !
 2002.2!                                  + * !!         .    .  0 .         !
 2002.3!                                   +  !!         .   0.    .         !
 2002.4!                                  +   !!         .    0    .         !
 2003.1!                                 +    !!         .    .0   .         !
 2003.2!                                 +    !!         .    0    .         !
 2003.3!                                +*    !!         .    .0   .         !
 2003.4!                                +     !!         .    0    .         !
 2004.1!                                + *   !!         .    .   0.         !
 2004.2!                                  +   !!         .    .0   .         !
 2004.3!                                  +*  !!         .    . 0  .         !
 2004.4!                                  +*  !!         .    .0   .         !
 2005.1!                                  +*  !!         .    .0   .         !
 2005.2!                                  +   !!         .   0.    .         !
 2005.3!                                  +*  !!         .    . 0  .         !
 2005.4!                                  +   !!         .   0.    .         !
 2006.1!                                 + *  !!         .    .  0 .         !
 2006.2!                                   +* !!         .    .  0 .         !
 2006.3!                                    +*!!         .    . 0  .         !
 2006.4!                                    *+!!         .  0 .    .         !
 2007.1!                                   + *!!         .    .   0.         !
 2007.2!                                     +!!         .   0.    .         !
 2007.3!                                    +*!!         .    .0   .         !
 2007.4!                                    + !!         .   0.    .         !
 2008.1!                                    +*!!         .    .  0 .         !
 2008.2!                                     +!!         .    0    .         !
 2008.3!                                     +*!         .    . 0  .         !
 2008.4!                                  *  +!!       0 .    .    .         !
 2009.1!                                 +  * !!         .    .    0         !
 2009.2!                                    + !!         .    0    .         !
 2009.3!                                   +* !!         .    . 0  .         !
 2009.4!                                   *+ !!         .  0 .    .         !
 2010.1!                                   +* !!         .    .  0 .         !
 2010.2!                                   *+ !!         .  0 .    .         !
 2010.3!                                  *+  !!         .   0.    .         !
 2010.4!                                 *+   !!         .  0 .    .         !
 2011.1!                                 + *  !!         .    .   0.         !
 2011.2!                                   +  !!         .    0    .         !
 2011.3!                                  *+  !!         .  0 .    .         !
 2011.4!                                  +   !!         .   0.    .         !
 2012.1!                                  + * !!         .    .   0.         !
 2012.2!                                    + !!         .    0    .         !
 2012.3!                                    + !!         .    .0   .         !
 2012.4!                                    + !!         .    0    .         !


     29.12 percent of the residuals exceed 1 SE
      6.04 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPAIA=PAPX$Q/IAPMM;                                                     
 GENR LAAPAIA=LOG(AAPAIA+.00001);                                             
 GENR LAPAIA=LOG(APAIA+.00001);                                               
 LHS AAPAIA=EXP(LAAPAIA)-.00001;                                              
  EQ 2995 LAAPAIA C LAPAIA(-1) PPAIA;                                         
EQUATION 1594  LAAPAIA  
   RHS     C  LAPAIA(-1)  PPAIA  
 SMPL 1979.2 2012.4;                                                          
Sample period is now  1979.2 to  2012.4 Internally:   110 to   244
 OLS;EST 1594 PLOT=0;END;                                                     

Equation number = 1594
**********************

Dependent variable = LAAPAIA 

 1979.2 -   2012.4,    0 missing obs.,  135 obs. used.

Mean of dependent variable       -6.607891012

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.102626383       0.706861131  -4.38930     1.000000
15191 LAPAIA  ( -1)       0.523557905       0.073852053   7.08928    -6.614945
15189 PPAIA   (  0)      -0.033908950       0.411083403  -0.08249     1.237363

SE of equation            =     0.849350650
Sum of squared residuals  =  95.2243416       0.301270120E-11
Average absolute error    =     0.619479922
Sum of ABS residuals      =  83.6297895    
R squared                 =   0.27582
Durbin-Watson statistic   =   1.86196
SMPL and No. Obs.         = 1979.2   2012.4    135

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.2!                       +      *       !!          .   .   .0         !
 1979.3!                          * +         !!          .  0.   .          !
 1979.4!                          +  *        !!          .   . 0 .          !
 1980.1!                           +          !!          .   0   .          !
 1980.2!                     *    +           !!          0   .   .          !
 1980.3!       *               +              !!  0       .   .   .          !
 1980.4!                +       *             !!          .   .   . 0        !
 1981.1!                      *  +            !!          . 0 .   .          !
 1981.2!                  *     +             !!          0   .   .          !
 1981.3!                      +      *        !!          .   .   . 0        !
 1981.4!                          * +         !!          .  0.   .          !
 1982.1!                          +*          !!          .   0   .          !
 1982.2!                         *+           !!          .  0.   .          !
 1982.3!                    *    +            !!          0   .   .          !
 1982.4!                 *     +              !!          0   .   .          !
 1983.1!                     +  *             !!          .   . 0 .          !
 1983.2!                         + *          !!          .   . 0 .          !
 1983.3!                        *  +          !!          . 0 .   .          !
 1983.4!                         +     *      !!          .   .   0          !
 1984.1!                            + *       !!          .   .0  .          !
 1984.2!             *              +         !!   0      .   .   .          !
 1984.3*                   +                  !0          .   .   .          !
 1984.4!            +        *                !!          .   .   .  0       !
 1985.1!                       +    *         !!          .   .   0          !
 1985.2!                           + *        !!          .   .0  .          !
 1985.3!                          *+          !!          .  0.   .          !
 1985.4!                          +    *      !!          .   .   0          !
 1986.1!                            + *       !!          .   .0  .          !
 1986.2!                            +   *     !!          .   .  0.          !
 1986.3!                            *+        !!          .  0.   .          !
 1986.4!                           + *        !!          .   .0  .          !
 1987.1!                            + *       !!          .   . 0 .          !
 1987.2!                            + *       !!          .   . 0 .          !
 1987.3!                            + *       !!          .   .0  .          !
 1987.4!                           *+         !!          .  0.   .          !
 1988.1!                          +      *    !!          .   .   .0         !
 1988.2!                              +   *   !!          .   .  0.          !
 1988.3!                              +  *    !!          .   . 0 .          !
 1988.4!                              +       !!          .   0   .          !
 1989.1!                            +        *!!          .   .   .  0       !
 1989.2!                                +   * !!          .   .  0.          !
 1989.3!                 *             +      !!   0      .   .   .          !
 1989.4!                     +    *           !!          .   .   0          !
 1990.1!                          +        *  !!          .   .   . 0        !
 1990.2!                               +  *   !!          .   . 0 .          !
 1990.3!                       *      +       !!         0.   .   .          !
 1990.4!                        +             !!          .  0.   .          !
 1991.1!                        *+            !!          .   0   .          !
 1991.2!                         +      *     !!          .   .   . 0        !
 1991.3!                             +  *     !!          .   . 0 .          !
 1991.4!                            *+        !!          .  0.   .          !
 1992.1!                           +    *     !!          .   .   0          !
 1992.2!                             +       *!!          .   .   . 0        !
 1992.3!                            *   +     !!          . 0 .   .          !
 1992.4!                           +     *    !!          .   .   0          !
 1993.1!                             *+       !!          .   0   .          !
 1993.2!                            +  *      !!          .   . 0 .          !
 1993.3!                            *+        !!          .   0   .          !
 1993.4!                           +*         !!          .   .0  .          !
 1994.1!                           +          !!          .   0   .          !
 1994.2!                   *      +           !!         0.   .   .          !
 1994.3!                     * +              !!          .  0.   .          !
 1994.4!                        +      *      !!          .   .   . 0        !
 1995.1!                             + *      !!          .   .0  .          !
 1995.2!                            +   *     !!          .   .  0.          !
 1995.3!                     *       +        !!        0 .   .   .          !
 1995.4!                        +        *    !!          .   .   .  0       !
 1996.1!                             +       *!!          .   .   . 0        !
 1996.2!                               *+     !!          .   0   .          !
 1996.3!                         *   +        !!          .0  .   .          !
 1996.4!                          +*          !!          .   .0  .          !
 1997.1!                          *+          !!          .  0.   .          !
 1997.2!                          + *         !!          .   .0  .          !
 1997.3!                         * +          !!          . 0 .   .          !
 1997.4!                         +     *      !!          .   .   0          !
 1998.1!                             +      * !!          .   .   .0         !
 1998.2!                               +  *   !!          .   .  0.          !
 1998.3!                 *            +       !!    0     .   .   .          !
 1998.4!                     +         *      !!          .   .   .   0      !
 1999.1!                             +        *!          .   .   .  0       !
 1999.2!                                +     !!          .   0   .          !
 1999.3!                      *      +        !!        0 .   .   .          !
 1999.4!                        +             !!          .   0   .          !
 2000.1!                         +   *        !!          .   .  0.          !
 2000.2!                            +         !!          .   0   .          !
 2000.3!                           +    *     !!          .   .   0          !
 2000.4!                             +  *     !!          .   . 0 .          !
 2001.1!                             +        !!          .  0.   .          !
 2001.2!                           +     *    !!          .   .   0          !
 2001.3!                             + *      !!          .   . 0 .          !
 2001.4!                          *  +        !!          . 0 .   .          !
 2002.1!                          + *         !!          .   .0  .          !
 2002.2!                           + *        !!          .   . 0 .          !
 2002.3!                            + *       !!          .   . 0 .          !
 2002.4!                            + *       !!          .   .0  .          !
 2003.1!                           *+         !!          .   0   .          !
 2003.2!                    *      +          !!         0.   .   .          !
 2003.3!                     * +              !!          .  0.   .          !
 2003.4!                     *  +             !!          . 0 .   .          !
 2004.1!                       +              !!          .   0   .          !
 2004.2!                      *  +            !!          . 0 .   .          !
 2004.3!                     *  +             !!          . 0 .   .          !
 2004.4!                       + *            !!          .   .0  .          !
 2005.1!                         + *          !!          .   .0  .          !
 2005.2!                     *    +           !!          0   .   .          !
 2005.3!                       *+             !!          .  0.   .          !
 2005.4!                      * +             !!          . 0 .   .          !
 2006.1!                   *    +             !!          0   .   .          !
 2006.2!                   *  +               !!          . 0 .   .          !
 2006.3!                   *  +               !!          .0  .   .          !
 2006.4!                   *  +               !!          . 0 .   .          !
 2007.1!                   *  +               !!          . 0 .   .          !
 2007.2!                    * +               !!          . 0 .   .          !
 2007.3!                    *  +              !!          . 0 .   .          !
 2007.4!                   *   +              !!          .0  .   .          !
 2008.1!                    * +               !!          . 0 .   .          !
 2008.2!                    *  +              !!          . 0 .   .          !
 2008.3!                   *   +              !!          .0  .   .          !
 2008.4!                   *   +              !!          . 0 .   .          !
 2009.1!                   *  +               !!          .0  .   .          !
 2009.2!                    * +               !!          . 0 .   .          !
 2009.3!                      *+              !!          .   0   .          !
 2009.4!                       *+             !!          .  0.   .          !
 2010.1!                         +*           !!          .   .0  .          !
 2010.2!                 *        +           !!       0  .   .   .          !
 2010.3!                 *   +                !!          .0  .   .          !
 2010.4!                     +*               !!          .   0   .          !
 2011.1!                      * +             !!          .  0.   .          !
 2011.2!                        + *           !!          .   .0  .          !
 2011.3!                      *   +           !!          .0  .   .          !
 2011.4!                       *+             !!          .   0   .          !
 2012.1!                         +            !!          .   0   .          !
 2012.2!                       * +            !!          . 0 .   .          !
 2012.3!                        *+            !!          .  0.   .          !
 2012.4!                         +*           !!          .   .0  .          !


     27.41 percent of the residuals exceed 1 SE
      3.70 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPHIA=PHPX$Q/IAPMM;                                                     
 GENR LAAPHIA=LOG(AAPHIA+.00001);                                             
 GENR LAPHIA=LOG(APHIA+.00001);                                               
 LHS AAPHIA=EXP(LAAPHIA)-.00001;                                              
  EQ 2996 LAAPHIA C LAPHIA(-1) PPHIA;                                         
EQUATION 1595  LAAPHIA  
   RHS     C  LAPHIA(-1)  PPHIA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1595 PLOT=0;END;                                                     

Equation number = 1595
**********************

Dependent variable = LAAPHIA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.458740264

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.576430717       0.323443730  -4.87389     1.000000
15194 LAPHIA  ( -1)       0.706210148       0.049946033  14.13946    -5.468430
15192 PPHIA   (  0)      -0.019097305       0.187401939  -0.10191     1.070762

SE of equation            =     0.520226949
Sum of squared residuals  =  50.0676745       0.149320556E-10
Average absolute error    =     0.345651914
Sum of ABS residuals      =  64.9825597    
R squared                 =   0.52264
Durbin-Watson statistic   =   1.94735
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1! *  +                                 !!            .0. .            !
 1966.2*      +                               !!          0 . . .            !
 1966.3*     +                                !!           0. . .            !
 1966.4*     +                                !!           0. . .            !
 1967.1!     +                            *   !!            . . .            0
 1967.2!                              +    *  !!            . . .0           !
 1967.3!                              +   *   !!            . . 0            !
 1967.4!                             +    *   !!            . . 0            !
 1968.1!                      *      +        !!          0 . . .            !
 1968.2!                     +                !!            . 0 .            !
 1968.3!                    +                 !!            . 0 .            !
 1968.4!                    +*                !!            . .0.            !
 1969.1!                    +                 *!            . . .      0     !
 1969.2!                                +   * !!            . . 0            !
 1969.3!                               +   *  !!            . . 0            !
 1969.4!                              +    *  !!            . . .0           !
 1970.1!          *                   +       !!    0       . . .            !
 1970.2!            *+                        !!            . 0 .            !
 1970.3!           *  +                       !!            .0. .            !
 1970.4!           * +                        !!            .0. .            !
 1971.1!             +   *                    !!            . . 0            !
 1971.2!                 *+                   !!            .0. .            !
 1971.3!               * +                    !!            .0. .            !
 1971.4!                +*                    !!            . 0 .            !
 1972.1!                 +*                   !!            . 0 .            !
 1972.2!                * +                   !!            .0. .            !
 1972.3!                 +                    !!            . 0 .            !
 1972.4!               *  +                   !!            .0. .            !
 1973.1!                +   *                 !!            . . 0            !
 1973.2!                    +      *          !!            . . . 0          !
 1973.3!                        *+            !!            . 0 .            !
 1973.4!                     *+               !!            .0. .            !
 1974.1!                    +                 !!            . 0 .            !
 1974.2!                *   +                 !!            0 . .            !
 1974.3!               * +                    !!            .0. .            !
 1974.4!         *      +                     !!          0 . . .            !
 1975.1!            +     *                   !!            . . .0           !
 1975.2!                  +   *               !!            . . 0            !
 1975.3!                 *   +                !!            0 . .            !
 1975.4!                 +     *              !!            . . .0           !
 1976.1!              *       +               !!          0 . . .            !
 1976.2!               + *                    !!            . .0.            !
 1976.3!              *  +                    !!            0 . .            !
 1976.4!               +                      !!            . 0 .            !
 1977.1!               *+                     !!            . 0 .            !
 1977.2!            *   +                     !!            0 . .            !
 1977.3!              +      *                !!            . . . 0          !
 1977.4!                     +*               !!            . .0.            !
 1978.1!                     +    *           !!            . . 0            !
 1978.2!                        +      *      !!            . . . 0          !
 1978.3!                           +      *   !!            . . .0           !
 1978.4!                             +  *     !!            . .0.            !
 1979.1!                          * +         !!            .0. .            !
 1979.2!                        + *           !!            . .0.            !
 1979.3!                   *    +             !!            0 . .            !
 1979.4!                   +    *             !!            . . .0           !
 1980.1!                       +   *          !!            . . 0            !
 1980.2!                       *+             !!            .0. .            !
 1980.3!                      +               !!            . 0 .            !
 1980.4!                     +            *   !!            . . .    0       !
 1981.1!                              +   *   !!            . . 0            !
 1981.2!                              +    *  !!            . . 0            !
 1981.3!                      *       +       !!          0 . . .            !
 1981.4!                *    +                !!           0. . .            !
 1982.1!               * +                    !!            .0. .            !
 1982.2!                +     *               !!            . . .0           !
 1982.3!                     +*               !!            . .0.            !
 1982.4!              *      +                !!          0 . . .            !
 1983.1!               + *                    !!            . .0.            !
 1983.2!              *  +                    !!            0 . .            !
 1983.3!                +   *                 !!            . . 0            !
 1983.4!            *       +                 !!          0 . . .            !
 1984.1!   *          +                       !!         0  . . .            !
 1984.2!       *+                             !!            .0. .            !
 1984.3!      *   +                           !!            0 . .            !
 1984.4!       *  +                           !!            0 . .            !
 1985.1!       *  +                           !!            0 . .            !
 1985.2!          +    *                      !!            . . 0            !
 1985.3!              * +                     !!            .0. .            !
 1985.4!               + *                    !!            . .0.            !
 1986.1!              *   +                   !!            0 . .            !
 1986.2!               +   *                  !!            . . 0            !
 1986.3!                   +*                 !!            . .0.            !
 1986.4!                    + *               !!            . .0.            !
 1987.1!                     +         *      !!            . . .  0         !
 1987.2!                           +*         !!            . .0.            !
 1987.3!                        * +           !!            .0. .            !
 1987.4!                  *   +               !!            0 . .            !
 1988.1!                  +                   !!            . 0 .            !
 1988.2!               *  +                   !!            0 . .            !
 1988.3!              * +                     !!            .0. .            !
 1988.4!                + *                   !!            . .0.            !
 1989.1!                  +      *            !!            . . .0           !
 1989.2!                 *     +              !!           0. . .            !
 1989.3!                  +  *                !!            . . 0            !
 1989.4!                    +*                !!            . 0 .            !
 1990.1!                    +*                !!            . 0 .            !
 1990.2!              *     +                 !!           0. . .            !
 1990.3!               +     *                !!            . . .0           !
 1990.4!                    +*                !!            . 0 .            !
 1991.1!               *    +                 !!           0. . .            !
 1991.2!        *       +                     !!          0 . . .            !
 1991.3!           +    *                     !!            . . .0           !
 1991.4!                *+                    !!            . 0 .            !
 1992.1!           *     +                    !!           0. . .            !
 1992.2!             +                        !!            . 0 .            !
 1992.3!          *    +                      !!            0 . .            !
 1992.4!           * +                        !!            .0. .            !
 1993.1!           *  +                       !!            .0. .            !
 1993.2!             + *                      !!            . .0.            !
 1993.3!             *  +                     !!            0 . .            !
 1993.4!           *   +                      !!            0 . .            !
 1994.1!           * +                        !!            .0. .            !
 1994.2!             + *                      !!            . .0.            !
 1994.3!            *   +                     !!            0 . .            !
 1994.4!              + *                     !!            . .0.            !
 1995.1!                *+                    !!            . 0 .            !
 1995.2!                 +*                   !!            . 0 .            !
 1995.3!                * +                   !!            .0. .            !
 1995.4!                 +                    !!            . 0 .            !
 1996.1!                *+                    !!            .0. .            !
 1996.2!                *+                    !!            . 0 .            !
 1996.3!                *+                    !!            . 0 .            !
 1996.4!              *  +                    !!            0 . .            !
 1997.1!               + *                    !!            . .0.            !
 1997.2!                 +                    !!            . 0 .            !
 1997.3!                 +  *                 !!            . .0.            !
 1997.4!                    +*                !!            . .0.            !
 1998.1!                   *+                 !!            .0. .            !
 1998.2!                 * +                  !!            .0. .            !
 1998.3!                 +   *                !!            . . 0            !
 1998.4!                   *+                 !!            . 0 .            !
 1999.1!                   +                  !!            . 0 .            !
 1999.2!                *  +                  !!            .0. .            !
 1999.3!                *+                    !!            . 0 .            !
 1999.4!                 + *                  !!            . .0.            !
 2000.1!                  *+                  !!            .0. .            !
 2000.2!                 *+                   !!            . 0 .            !
 2000.3!                  + *                 !!            . .0.            !
 2000.4!                   +   *              !!            . . 0            !
 2001.1!                *     +               !!           0. . .            !
 2001.2!                 +*                   !!            . .0.            !
 2001.3!                  +                   !!            . 0 .            !
 2001.4!                 *+                   !!            .0. .            !
 2002.1!                 +*                   !!            . 0 .            !
 2002.2!                  +   *               !!            . . 0            !
 2002.3!                    *+                !!            . 0 .            !
 2002.4!                    +*                !!            . .0.            !
 2003.1!                   *+                 !!            . 0 .            !
 2003.2!                   +*                 !!            . 0 .            !
 2003.3!                    +*                !!            . .0.            !
 2003.4!                     +                !!            . 0 .            !
 2004.1!                    + *               !!            . .0.            !
 2004.2!                    *+                !!            . 0 .            !
 2004.3!                   + *                !!            . .0.            !
 2004.4!                    + *               !!            . .0.            !
 2005.1!                     +   *            !!            . . 0            !
 2005.2!                      *+              !!            . 0 .            !
 2005.3!                   * +                !!            .0. .            !
 2005.4!                   + *                !!            . .0.            !
 2006.1!                   *+                 !!            .0. .            !
 2006.2!                  *+                  !!            . 0 .            !
 2006.3!                 *+                   !!            . 0 .            !
 2006.4!                  +*                  !!            . .0.            !
 2007.1!                 * +                  !!            .0. .            !
 2007.2!                  +*                  !!            . .0.            !
 2007.3!                   +                  !!            . 0 .            !
 2007.4!                   +                  !!            . 0 .            !
 2008.1!                 * +                  !!            .0. .            !
 2008.2!                 +*                   !!            . 0 .            !
 2008.3!                  +                   !!            . 0 .            !
 2008.4!                  +                   !!            . 0 .            !
 2009.1!             *    +                   !!            0 . .            !
 2009.2!               +                      !!            . 0 .            !
 2009.3!                +*                    !!            . 0 .            !
 2009.4!               * +                    !!            .0. .            !
 2010.1!              * +                     !!            .0. .            !
 2010.2!              * +                     !!            .0. .            !
 2010.3!             * +                      !!            .0. .            !
 2010.4!             * +                      !!            .0. .            !
 2011.1!               +*                     !!            . .0.            !
 2011.2!            *    +                    !!           0. . .            !
 2011.3!              +                       !!            . 0 .            !
 2011.4!               +                      !!            . 0 .            !
 2012.1!               *+                     !!            .0. .            !
 2012.2!                +                     !!            . 0 .            !
 2012.3!                 +*                   !!            . .0.            !
 2012.4!              *   +                   !!            0 . .            !


     22.34 percent of the residuals exceed 1 SE
      3.19 percent of the residuals exceed 2 SE
@EQ  2997 LAATHIA C LATHIA(-1) PTHIA;SMPL 1966.1 2012.4;OLS;EST 2997 PLOT=0;EN
@EQ  2998 LAACHIA C LACHIA(-1) PCHIA;SMPL 1981.3 2012.4;OLS;EST 2998 PLOT=0;EN
@EQ  2999 LAAARIA C LAARIA(-1) PARIA;SMPL 1979.4 2012.4;OLS;EST 2999 PLOT=0;EN
@EQ  3000 LAABRIA C LABRIA(-1) PBRIA;SMPL 1981.3 2012.4;OLS;EST 3000 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCEIA=CEPX$Q/IAPMM;                                                     
 GENR LAACEIA=LOG(AACEIA+.00001);                                             
 GENR LACEIA=LOG(ACEIA+.00001);                                               
 LHS AACEIA=EXP(LAACEIA)-.00001;                                              
  EQ 3001 LAACEIA C LACEIA(-1) PCEIA;                                         
EQUATION 1596  LAACEIA  
   RHS     C  LACEIA(-1)  PCEIA  
 SMPL 1989.3 2012.4;                                                          
Sample period is now  1989.3 to  2012.4 Internally:   151 to   244
 OLS;EST 1596 PLOT=0;END;                                                     

Equation number = 1596
**********************

Dependent variable = LAACEIA 

 1989.3 -   2012.4,    0 missing obs.,   94 obs. used.

Mean of dependent variable       -6.103651996

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.817895636       0.580797123  -3.13000     1.000000
15197 LACEIA  ( -1)       0.674547290       0.084978101   7.93790    -6.091515
15195 PCEIA   (  0)      -0.160251373       0.386107149  -0.41504     1.102901

SE of equation            =     0.367762853
Sum of squared residuals  =  12.3077060      -0.169437797E-10
Average absolute error    =     0.285855743
Sum of ABS residuals      =  26.8704399    
R squared                 =   0.43293
Durbin-Watson statistic   =   2.11329
SMPL and No. Obs.         = 1989.3   2012.4     94

Plot of actual(*) and fitted(+) values and residuals(0)


 1989.3!         *         +                  !!       0  .   .   .          !
 1989.4!             +    *                   !!          .   .  0.          !
 1990.1!                   +   *              !!          .   .  0.          !
 1990.2!                      +    *          !!          .   .  0.          !
 1990.3!                         +    *       !!          .   .  0.          !
 1990.4!                           +      *   !!          .   .   .0         !
 1991.1!                     *        +       !!        0 .   .   .          !
 1991.2!               *     +                !!          0   .   .          !
 1991.3!                 + *                  !!          .   .0  .          !
 1991.4!            *       +                 !!        0 .   .   .          !
 1992.1!             * +                      !!          .  0.   .          !
 1992.2!                +     *               !!          .   .   0          !
 1992.3!                      +  *            !!          .   . 0 .          !
 1992.4!                        +             !!          .   0   .          !
 1993.1!                       +          *   !!          .   .   .   0      !
 1993.2!                          *   +       !!          .0  .   .          !
 1993.3!                  *      +            !!          0   .   .          !
 1993.4!                   +      *           !!          .   .   .0         !
 1994.1!                         +*           !!          .   .0  .          !
 1994.2!                        +    *        !!          .   .  0.          !
 1994.3!                           +          *!          .   .   .   0      !
 1994.4!                            *    +    !!          .0  .   .          !
 1995.1!                          +           *!          .   .   .   0      !
 1995.2!                                 +   *!!          .   .  0.          !
 1995.3!                                +   * !!          .   .  0.          !
 1995.4!                           *   +      !!          .0  .   .          !
 1996.1!                       * +            !!          . 0 .   .          !
 1996.2!                       +           *  !!          .   .   .    0     !
 1996.3!                               + *    !!          .   .0  .          !
 1996.4!                             +   *    !!          .   .  0.          !
 1997.1!                             +   *    !!          .   .  0.          !
 1997.2!                             +*       !!          .   .0  .          !
 1997.3!                           +     *    !!          .   .   0          !
 1997.4!                   *         +        !!       0  .   .   .          !
 1998.1!              *    +                  !!          0   .   .          !
 1998.2!                +     *               !!          .   .   0          !
 1998.3!                     + *              !!          .   . 0 .          !
 1998.4!                      + *             !!          .   .0  .          !
 1999.1!                       +*             !!          .   .0  .          !
 1999.2!                      +        *      !!          .   .   . 0        !
 1999.3!                           +*         !!          .   0   .          !
 1999.4!                         +      *     !!          .   .   .0         !
 2000.1!                    *       +         !!        0 .   .   .          !
 2000.2!                    +        *        !!          .   .   . 0        !
 2000.3!                          +*          !!          .   .0  .          !
 2000.4!                         +*           !!          .   .0  .          !
 2001.1!  *                     +             !0          .   .   .          !
 2001.2!        +   *                         !!          .   .  0.          !
 2001.3!          *    +                      !!          .0  .   .          !
 2001.4!             +  *                     !!          .   . 0 .          !
 2002.1!             *  +                     !!          .0  .   .          !
 2002.2!               +  *                   !!          .   . 0 .          !
 2002.3!                   +*                 !!          .   .0  .          !
 2002.4!                 *  +                 !!          . 0 .   .          !
 2003.1!              *   +                   !!          . 0 .   .          !
 2003.2!               *+                     !!          .  0.   .          !
 2003.3!            *    +                    !!          .0  .   .          !
 2003.4!           *   +                      !!          .0  .   .          !
 2004.1!              + *                     !!          .   . 0 .          !
 2004.2!                  +      *            !!          .   .   .0         !
 2004.3!                    *   +             !!          .0  .   .          !
 2004.4!                    +       *         !!          .   .   .0         !
 2005.1!                        * +           !!          .  0.   .          !
 2005.2!                     * +              !!          .  0.   .          !
 2005.3!                     +*               !!          .   .0  .          !
 2005.4!                      +               !!          .   0   .          !
 2006.1!                      +        *      !!          .   .   . 0        !
 2006.2!                     *      +         !!          0   .   .          !
 2006.3!              *      +                !!         0.   .   .          !
 2006.4!                +        *            !!          .   .   . 0        !
 2007.1!                       *+             !!          .  0.   .          !
 2007.2!                      +  *            !!          .   . 0 .          !
 2007.3!                       +   *          !!          .   . 0 .          !
 2007.4!                 *       +            !!        0 .   .   .          !
 2008.1!                * +                   !!          .  0.   .          !
 2008.2!                * +                   !!          . 0 .   .          !
 2008.3!                  + *                 !!          .   .0  .          !
 2008.4!                *   +                 !!          .0  .   .          !
 2009.1!              *  +                    !!          . 0 .   .          !
 2009.2!                +                     !!          .   0   .          !
 2009.3!                  + *                 !!          .   .0  .          !
 2009.4!                  * +                 !!          .  0.   .          !
 2010.1!                   +  *               !!          .   . 0 .          !
 2010.2!                 *    +               !!          .0  .   .          !
 2010.3!               *  +                   !!          . 0 .   .          !
 2010.4!            *    +                    !!          0   .   .          !
 2011.1!               +*                     !!          .   .0  .          !
 2011.2!                  +  *                !!          .   . 0 .          !
 2011.3!                     +  *             !!          .   . 0 .          !
 2011.4!        *              +              !!    0     .   .   .          !
 2012.1!        *    +                        !!          .0  .   .          !
 2012.2!            +  *                      !!          .   . 0 .          !
 2012.3*                 +                    !!  0       .   .   .          !
 2012.4*      +                               !!         0.   .   .          !


     27.66 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMEIA=MEPX$Q/IAPMM;                                                     
 GENR LAAMEIA=LOG(AAMEIA+.00001);                                             
 GENR LAMEIA=LOG(AMEIA+.00001);                                               
 LHS AAMEIA=EXP(LAAMEIA)-.00001;                                              
  EQ 3002 LAAMEIA C LAMEIA(-1) PMEIA;                                         
EQUATION 1597  LAAMEIA  
   RHS     C  LAMEIA(-1)  PMEIA  
 SMPL 1985.4 2012.4;                                                          
Sample period is now  1985.4 to  2012.4 Internally:   136 to   244
 OLS;EST 1597 PLOT=0;END;                                                     

Equation number = 1597
**********************

Dependent variable = LAAMEIA 

 1985.4 -   2012.4,    0 missing obs.,  109 obs. used.

Mean of dependent variable       -7.561378643

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.282282949       0.823824685  -2.77035     1.000000
15200 LAMEIA  ( -1)       0.574434787       0.079139521   7.25851    -7.572440
15198 PMEIA   (  0)      -0.846408772       0.602980598  -1.40371     1.097842

SE of equation            =     0.643397382
Sum of squared residuals  =  43.8797803      -0.222257768E-10
Average absolute error    =     0.413649222
Sum of ABS residuals      =  45.0877652    
R squared                 =   0.35840
Durbin-Watson statistic   =   2.10545
SMPL and No. Obs.         = 1985.4   2012.4    109

Plot of actual(*) and fitted(+) values and residuals(0)


 1985.4!           +*                         !!           .  .0 .           !
 1986.1! *         +                          !!       0   .  .  .           !
 1986.2! *    +                               !!           0  .  .           !
 1986.3!       +*                             !!           .  .0 .           !
 1986.4!       *   +                          !!           0  .  .           !
 1987.1!           + *                        !!           .  .0 .           !
 1987.2!           *  +                       !!           .0 .  .           !
 1987.3!             +    *                   !!           .  .  0           !
 1987.4!             *   +                    !!           0  .  .           !
 1988.1!   *           +                      !!       0   .  .  .           !
 1988.2!        *+                            !!           .  0  .           !
 1988.3!         * +                          !!           . 0.  .           !
 1988.4!            +  *                      !!           .  . 0.           !
 1989.1!               +      *               !!           .  .  . 0         !
 1989.2!                   + *                !!           .  .0 .           !
 1989.3!                  + *                 !!           .  . 0.           !
 1989.4!                 + *                  !!           .  .0 .           !
 1990.1!               * +                    !!           . 0.  .           !
 1990.2!        *      +                      !!          0.  .  .           !
 1990.3!           +     *                    !!           .  .  .0          !
 1990.4!           *     +                    !!          0.  .  .           !
 1991.1!             +        *               !!           .  .  . 0         !
 1991.2!       *           +                  !!      0    .  .  .           !
 1991.3*          +                           !!       0   .  .  .           !
 1991.4!      +*                              !!           .  .0 .           !
 1992.1!          *+                          !!           . 0.  .           !
 1992.2!            +        *                !!           .  .  .  0        !
 1992.3!                   +    *             !!           .  .  0           !
 1992.4!                    +            *    !!           .  .  .    0      !
 1993.1!                          +           *!           .  .  .    0      !
 1993.2!                            +         !!           .  0  .           !
 1993.3!                       +       *      !!           .  .  . 0         !
 1993.4!                        +          *  !!           .  .  .   0       !
 1994.1!                           +      *   !!           .  .  . 0         !
 1994.2!  *                       +           !0           .  .  .           !
 1994.3!        + *                           !!           .  .0 .           !
 1994.4*            +                         !!      0    .  .  .           !
 1995.1!      +             *                 !!           .  .  .     0     !
 1995.2!          *       +                   !!         0 .  .  .           !
 1995.3!        *    +                        !!           0  .  .           !
 1995.4!           +  *                       !!           .  . 0.           !
 1996.1!     *         +                      !!        0  .  .  .           !
 1996.2!          + *                         !!           .  .0 .           !
 1996.3!          *  +                        !!           .0 .  .           !
 1996.4!            +     *                   !!           .  .  .0          !
 1997.1!                 +*                   !!           .  .0 .           !
 1997.2!                *+                    !!           . 0.  .           !
 1997.3!          *    +                      !!           0  .  .           !
 1997.4*            +                         !!      0    .  .  .           !
 1998.1!     +       *                        !!           .  .  . 0         !
 1998.2!            + *                       !!           .  .0 .           !
 1998.3!             +*                       !!           .  0  .           !
 1998.4!             +*                       !!           .  .0 .           !
 1999.1!          *  +                        !!           .0 .  .           !
 1999.2!         + *                          !!           .  .0 .           !
 1999.3!           +                          !!           .  0  .           !
 1999.4!           +                          !!           .  0  .           !
 2000.1!           *+                         !!           . 0.  .           !
 2000.2!          *+                          !!           . 0.  .           !
 2000.3!           +                          !!           .  0  .           !
 2000.4!           +                          !!           .  0  .           !
 2001.1!           +*                         !!           .  0  .           !
 2001.2!           +*                         !!           .  .0 .           !
 2001.3!            +                         !!           .  0  .           !
 2001.4!           +*                         !!           .  0  .           !
 2002.1!           + *                        !!           .  .0 .           !
 2002.2!            +*                        !!           .  .0 .           !
 2002.3!             +                        !!           .  0  .           !
 2002.4!            + *                       !!           .  .0 .           !
 2003.1!             +                        !!           .  0  .           !
 2003.2!             +                        !!           .  0  .           !
 2003.3!             +                        !!           .  0  .           !
 2003.4!             +                        !!           .  0  .           !
 2004.1!            * +                       !!           . 0.  .           !
 2004.2!            *+                        !!           .  0  .           !
 2004.3!            *+                        !!           . 0.  .           !
 2004.4!            *+                        !!           . 0.  .           !
 2005.1!             +    *                   !!           .  .  0           !
 2005.2!                +  *                  !!           .  .0 .           !
 2005.3!                 +*                   !!           .  .0 .           !
 2005.4!                 +  *                 !!           .  . 0.           !
 2006.1!                * +                   !!           . 0.  .           !
 2006.2!               +*                     !!           .  0  .           !
 2006.3!               *+                     !!           . 0.  .           !
 2006.4!               +                      !!           .  0  .           !
 2007.1!             * +                      !!           . 0.  .           !
 2007.2!             *+                       !!           .  0  .           !
 2007.3!             *+                       !!           . 0.  .           !
 2007.4!             *+                       !!           . 0.  .           !
 2008.1!              +*                      !!           .  0  .           !
 2008.2!               +                      !!           .  0  .           !
 2008.3!              *+                      !!           . 0.  .           !
 2008.4!              +                       !!           .  0  .           !
 2009.1!              +                       !!           .  0  .           !
 2009.2!              +    *                  !!           .  .  0           !
 2009.3!                 +*                   !!           .  .0 .           !
 2009.4!                 +*                   !!           .  0  .           !
 2010.1!                 +                    !!           .  0  .           !
 2010.2!            *   +                     !!           0  .  .           !
 2010.3!             +                        !!           .  0  .           !
 2010.4!              +                       !!           .  0  .           !
 2011.1!              + *                     !!           .  .0 .           !
 2011.2!                +   *                 !!           .  . 0.           !
 2011.3!              *   +                   !!           0  .  .           !
 2011.4!              +   *                   !!           .  .  0           !
 2012.1!                *+                    !!           . 0.  .           !
 2012.2!               +*                     !!           .  0  .           !
 2012.3!               +*                     !!           .  0  .           !
 2012.4!               +      *               !!           .  .  .0          !


     22.02 percent of the residuals exceed 1 SE
      8.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPEIA=PEPX$Q/IAPMM;                                                     
 GENR LAAPEIA=LOG(AAPEIA+.00001);                                             
 GENR LAPEIA=LOG(APEIA+.00001);                                               
 LHS AAPEIA=EXP(LAAPEIA)-.00001;                                              
  EQ 3003 LAAPEIA C LAPEIA(-1) PPEIA;                                         
EQUATION 1598  LAAPEIA  
   RHS     C  LAPEIA(-1)  PPEIA  
 SMPL 1989.1 2012.4;                                                          
Sample period is now  1989.1 to  2012.4 Internally:   149 to   244
 OLS;EST 1598 PLOT=0;END;                                                     

Equation number = 1598
**********************

Dependent variable = LAAPEIA 

 1989.1 -   2012.4,    0 missing obs.,   96 obs. used.

Mean of dependent variable       -7.732848118

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.470858773       0.461431451  -3.18760     1.000000
15203 LAPEIA  ( -1)       0.770986686       0.064410434  11.96990    -7.741105
15201 PPEIA   (  0)      -0.322447702       0.209391496  -1.53993     0.910848

SE of equation            =     0.726103495
Sum of squared residuals  =  49.0320446       0.642064180E-11
Average absolute error    =     0.542659952
Sum of ABS residuals      =  52.0953554    
R squared                 =   0.67452
Durbin-Watson statistic   =   2.30578
SMPL and No. Obs.         = 1989.1   2012.4     96

Plot of actual(*) and fitted(+) values and residuals(0)


 1989.1!           *    +                     !!         .0   .    .         !
 1989.2!           *   +                      !!         .0   .    .         !
 1989.3!       *      +                       !!       0 .    .    .         !
 1989.4!          *+                          !!         .   0.    .         !
 1990.1!              +                       !!         .    .0   .         !
 1990.2!                 +  *                 !!         .    .  0 .         !
 1990.3!                     +   *            !!         .    .   0.         !
 1990.4!            *             +           !!0        .    .    .         !
 1991.1!              +       *               !!         .    .    .   0     !
 1991.2!              *        +              !!    0    .    .    .         !
 1991.3!                +                     !!         .   0.    .         !
 1991.4!    *             +                   !0         .    .    .         !
 1992.1!         +*                           !!         .    .0   .         !
 1992.2!*             +                       !!0        .    .    .         !
 1992.3*      +                               !!       0 .    .    .         !
 1992.4!    *+                                !!         .   0.    .         !
 1993.1!         +            *               !!         .    .    .       0 !
 1993.2!                       +        *     !!         .    .    .   0     !
 1993.3!                               +    * !!         .    .    0         !
 1993.4!                      *           +   !!  0      .    .    .         !
 1994.1!                        +            *!!         .    .    .        0!
 1994.2!                                   +  *!         .    .  0 .         !
 1994.3!                                   +  !!         .   0.    .         !
 1994.4!                              *  +    !!         . 0  .    .         !
 1995.1!                             +  *     !!         .    .  0 .         !
 1995.2!                              *+      !!         .   0.    .         !
 1995.3!                             +*       !!         .    .0   .         !
 1995.4!                             +*       !!         .    .0   .         !
 1996.1!                             +  *     !!         .    .  0 .         !
 1996.2!                               +      !!         .    0    .         !
 1996.3!                              +  *    !!         .    .  0 .         !
 1996.4!                             *  +     !!         . 0  .    .         !
 1997.1!                            +    *    !!         .    .    0         !
 1997.2!                               +  *   !!         .    .  0 .         !
 1997.3!                               *+     !!         .   0.    .         !
 1997.4!                         *    +       !!         0    .    .         !
 1998.1!                        *+            !!         .  0 .    .         !
 1998.2!                        +*            !!         .    .0   .         !
 1998.3!                      *  +            !!         . 0  .    .         !
 1998.4!                       +         *    !!         .    .    .    0    !
 1999.1!                                +*    !!         .    .0   .         !
 1999.2!                               +    * !!         .    .    0         !
 1999.3!                                 *+   !!         .   0.    .         !
 1999.4!                              *+      !!         .   0.    .         !
 2000.1!                             +   *    !!         .    .   0.         !
 2000.2!                                +   * !!         .    .   0.         !
 2000.3!                                 *+   !!         .    0    .         !
 2000.4!                                + *   !!         .    . 0  .         !
 2001.1!                                + *   !!         .    . 0  .         !
 2001.2!                                +     *!         .    .    0         !
 2001.3!                                   +  *!         .    .  0 .         !
 2001.4!                               *   +  !!         .0   .    .         !
 2002.1!                           *  +       !!         . 0  .    .         !
 2002.2!                           +        * !!         .    .    .    0    !
 2002.3!                                * +   !!         .  0 .    .         !
 2002.4!                            *  +      !!         . 0  .    .         !
 2003.1!                           +   *      !!         .    .   0.         !
 2003.2!                           *   +      !!         .0   .    .         !
 2003.3!                           +          !!         .    0    .         !
 2003.4!                          *+          !!         .   0.    .         !
 2004.1!                      *   +           !!         . 0  .    .         !
 2004.2!                       +  *           !!         .    .  0 .         !
 2004.3!                          +           !!         .    0    .         !
 2004.4!                      *   +           !!         .0   .    .         !
 2005.1!                       +   *          !!         .    .   0.         !
 2005.2!                          +   *       !!         .    .   0.         !
 2005.3!                        *    +        !!         0    .    .         !
 2005.4!                   *    +             !!         0    .    .         !
 2006.1!                    +    *            !!         .    .    .0        !
 2006.2!                   *    +             !!         0    .    .         !
 2006.3!                  +                   !!         .    0    .         !
 2006.4!                  + *                 !!         .    . 0  .         !
 2007.1!                   *+                 !!         .   0.    .         !
 2007.2!            *     +                   !!       0 .    .    .         !
 2007.3!             +        *               !!         .    .    .   0     !
 2007.4!                 *   +                !!         .0   .    .         !
 2008.1!                 +  *                 !!         .    .  0 .         !
 2008.2!                    +                 !!         .    0    .         !
 2008.3!                    +*                !!         .    . 0  .         !
 2008.4!                    * +               !!         .  0 .    .         !
 2009.1!                     + *              !!         .    . 0  .         !
 2009.2!                       +   *          !!         .    .   0.         !
 2009.3!                     *   +            !!         .0   .    .         !
 2009.4!                     +*               !!         .    .0   .         !
 2010.1!               *     +                !!        0.    .    .         !
 2010.2!             * +                      !!         .  0 .    .         !
 2010.3!              +*                      !!         .    .0   .         !
 2010.4!               +   *                  !!         .    .   0.         !
 2011.1!                  + *                 !!         .    . 0  .         !
 2011.2!            *      +                  !!       0 .    .    .         !
 2011.3!             + *                      !!         .    . 0  .         !
 2011.4!                +  *                  !!         .    .  0 .         !
 2012.1!                   +  *               !!         .    .   0.         !
 2012.2!                 *   +                !!         .0   .    .         !
 2012.3!                 + *                  !!         .    . 0  .         !
 2012.4!                   +                  !!         .    0    .         !


     19.79 percent of the residuals exceed 1 SE
      6.25 percent of the residuals exceed 2 SE
@@EQ 3004 LAATUIA C LATUIA(-1) PTUIA;SMPL 1994.3 2012.4;OLS;EST 3004 PLOT=0;EN
@EQ  3005 LAAPDIA C LAPDIA(-1) PPDIA;SMPL 1987.3 2012.4;OLS;EST 3005 PLOT=0;EN
@@EQ 3006 LAARUIA C LARUIA(-1) PRUIA;SMPL 1992.3 2012.4;OLS;EST 3006 PLOT=0;EN
@@EQ 3007 LAAUEIA C LAUEIA(-1) PUEIA;SMPL 1996.3 2012.4;OLS;EST 3007 PLOT=0;EN
@@EQ 3008 LAAEGIA C LAEGIA(-1) PEGIA;SMPL 1996.4 2012.4;OLS;EST 3008 PLOT=0;EN
@@EQ 3009 LAAISIA C LAISIA(-1) PISIA;SMPL 1997.3 2012.4;OLS;EST 3009 PLOT=0;EN
@@EQ 3010 LAAKEIA C LAKEIA(-1) PKEIA;SMPL 1996.4 2012.4;OLS;EST 3010 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBAIA=BAPX$/IAPMM;                                                      
 GENR LAABAIA=LOG(AABAIA+.00001);                                             
 GENR LABAIA=LOG(ABAIA+.00001);                                               
 LHS AABAIA=EXP(LAABAIA)-.00001;                                              
  EQ 3011 LAABAIA C LABAIA(-1) PBAIA;                                         
EQUATION 1599  LAABAIA  
   RHS     C  LABAIA(-1)  PBAIA  
 SMPL 1985.4 2012.4;                                                          
Sample period is now  1985.4 to  2012.4 Internally:   136 to   244
 OLS;EST 1599 PLOT=0;END;                                                     

Equation number = 1599
**********************

Dependent variable = LAABAIA 

 1985.4 -   2012.4,    0 missing obs.,  109 obs. used.

Mean of dependent variable       -8.780178854

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.485359696       0.779696495  -3.18760     1.000000
15206 LABAIA  ( -1)       0.543708196       0.078716480   6.90717    -8.781541
15204 PBAIA   (  0)      -1.286072604       0.507598907  -2.53364     1.182067

SE of equation            =     0.632290257
Sum of squared residuals  =  42.3778428      -0.134505740E-10
Average absolute error    =     0.477958048
Sum of ABS residuals      =  52.0974273    
R squared                 =   0.39599
Durbin-Watson statistic   =   1.92390
SMPL and No. Obs.         = 1985.4   2012.4    109

Plot of actual(*) and fitted(+) values and residuals(0)


 1985.4!  *            +                      !!      0   .   .   .          !
 1986.1! *  +                                 !!          . 0 .   .          !
 1986.2!   *    +                             !!          .0  .   .          !
 1986.3!        *  +                          !!          . 0 .   .          !
 1986.4!   *          +                       !!        0 .   .   .          !
 1987.1!            +         *               !!          .   .   . 0        !
 1987.2!                      +*              !!          .   .0  .          !
 1987.3!                      +*              !!          .   .0  .          !
 1987.4*                       +              !0          .   .   .          !
 1988.1!   *     +                            !!          0   .   .          !
 1988.2!          +       *                   !!          .   .   .0         !
 1988.3!             *    +                   !!          .0  .   .          !
 1988.4!     *          +                     !!       0  .   .   .          !
 1989.1!      *     +                         !!          .0  .   .          !
 1989.2!          * +                         !!          .  0.   .          !
 1989.3!   *         +                        !!        0 .   .   .          !
 1989.4!         *+                           !!          .  0.   .          !
 1990.1!              + *                     !!          .   .0  .          !
 1990.2!                  +             *     !!          .   .   .    0     !
 1990.3!                   *       +          !!         0.   .   .          !
 1990.4!        *            +                !!     0    .   .   .          !
 1991.1!        *      +                      !!         0.   .   .          !
 1991.2!             +  *                     !!          .   . 0 .          !
 1991.3!                  +          *        !!          .   .   .  0       !
 1991.4!                  *       +           !!         0.   .   .          !
 1992.1!                    +         *       !!          .   .   . 0        !
 1992.2!                          +         * !!          .   .   . 0        !
 1992.3!                        *      +      !!          0   .   .          !
 1992.4!                       +              *!          .   .   .    0     !
 1993.1!                                +     *!          .   .   0          !
 1993.2!                               +   *  !!          .   .  0.          !
 1993.3!                               +      !!          .   .0  .          !
 1993.4!                            +         *!          .   .   . 0        !
 1994.1!                          *     +     !!          0   .   .          !
 1994.2!                 *      +             !!          0   .   .          !
 1994.3!                    + *               !!          .   .0  .          !
 1994.4!                       +     *        !!          .   .   0          !
 1995.1!                           +          !!          .   0   .          !
 1995.2!                        * +           !!          .  0.   .          !
 1995.3!                    *    +            !!          .0  .   .          !
 1995.4!           *          +               !!       0  .   .   .          !
 1996.1!              *  +                    !!          . 0 .   .          !
 1996.2!          *       +                   !!         0.   .   .          !
 1996.3!                +    *                !!          .   .  0.          !
 1996.4!                      +     *         !!          .   .   0          !
 1997.1!                          +    *      !!          .   .  0.          !
 1997.2!                  *        +          !!        0 .   .   .          !
 1997.3!                    +    *            !!          .   .  0.          !
 1997.4!                       +      *       !!          .   .   .0         !
 1998.1!                        *+            !!          .  0.   .          !
 1998.2!                     +                !!          .   0   .          !
 1998.3!                   + *                !!          .   .0  .          !
 1998.4!                    +*                !!          .   .0  .          !
 1999.1!                  * +                 !!          .  0.   .          !
 1999.2!               +         *            !!          .   .   . 0        !
 1999.3!                    +     *           !!          .   .   0          !
 1999.4!                      +     *         !!          .   .  0.          !
 2000.1!                   *    +             !!          .0  .   .          !
 2000.2!                   +    *             !!          .   .  0.          !
 2000.3!                     + *              !!          .   .0  .          !
 2000.4!                    +                 !!          .   0   .          !
 2001.1!                  +                   !!          .   0   .          !
 2001.2!                 +   *                !!          .   .  0.          !
 2001.3!                  +   *               !!          .   . 0 .          !
 2001.4!                  *+                  !!          .  0.   .          !
 2002.1!               +  *                   !!          .   . 0 .          !
 2002.2!                +     *               !!          .   .   0          !
 2002.3!                    +    *            !!          .   .  0.          !
 2002.4!                     +   *            !!          .   .  0.          !
 2003.1!                 *   +                !!          .0  .   .          !
 2003.2!                  +*                  !!          .   .0  .          !
 2003.3!                    +                 !!          .   0   .          !
 2003.4!                    +   *             !!          .   . 0 .          !
 2004.1!                *      +              !!          0   .   .          !
 2004.2!                  +    *              !!          .   .  0.          !
 2004.3!                    * +               !!          . 0 .   .          !
 2004.4!                   * +                !!          .  0.   .          !
 2005.1!                    +              *  !!          .   .   .    0     !
 2005.2!                     *       +        !!         0.   .   .          !
 2005.3!                     + *              !!          .   .0  .          !
 2005.4!                      +  *            !!          .   . 0 .          !
 2006.1!                        +             !!          .   0   .          !
 2006.2!                        +*            !!          .   .0  .          !
 2006.3!                        +*            !!          .   .0  .          !
 2006.4!                     *  +             !!          . 0 .   .          !
 2007.1!                     + *              !!          .   .0  .          !
 2007.2!                       +              !!          .   0   .          !
 2007.3!                       + *            !!          .   .0  .          !
 2007.4!                       *+             !!          .  0.   .          !
 2008.1!                   *   +              !!          . 0 .   .          !
 2008.2!                      +*              !!          .   .0  .          !
 2008.3!                       *+             !!          .  0.   .          !
 2008.4!                    *  +              !!          . 0 .   .          !
 2009.1!                    +  *              !!          .   . 0 .          !
 2009.2!                      + *             !!          .   .0  .          !
 2009.3!                       *+             !!          .  0.   .          !
 2009.4!                       + *            !!          .   .0  .          !
 2010.1!                        +           * !!          .   .   .   0      !
 2010.2!                          *   +       !!          .0  .   .          !
 2010.3!                       *+             !!          .  0.   .          !
 2010.4!                 *     +              !!          0   .   .          !
 2011.1!                  * +                 !!          .  0.   .          !
 2011.2!                     +     *          !!          .   .   0          !
 2011.3!                     *   +            !!          .0  .   .          !
 2011.4!                   *  +               !!          . 0 .   .          !
 2012.1!                   * +                !!          . 0 .   .          !
 2012.2!                   * +                !!          .  0.   .          !
 2012.3!                     +  *             !!          .   . 0 .          !
 2012.4!                        +             !!          .   0   .          !


     26.61 percent of the residuals exceed 1 SE
      5.50 percent of the residuals exceed 2 SE
@EQ  3012 LAAHKIA C LAHKIA(-1) PHKIA;SMPL 1966.1 2012.4;OLS;EST 3012 PLOT=0;EN
@@EQ 3013 LAASIIA C LASIIA(-1) PSIIA;SMPL 2003.3 2012.4;OLS;EST 3013 PLOT=0;EN
@EQ  3014 LAAVIIA C LAVIIA(-1) PVIIA;SMPL 1981.3 2012.4;OLS;EST 3014 PLOT=0;EN
@@EQ 3015 LAANIIA C LANIIA(-1) PNIIA;SMPL 1991.2 2012.4;OLS;EST 3015 PLOT=0;EN
@@EQ 3016 LAAALIA C LAALIA(-1) PALIA;SMPL 2010.4 2012.4;OLS;EST 3016 PLOT=0;EN
@@EQ 3017 LAAINIA C LAINIA(-1) PINIA;SMPL 2000.3 2012.4;OLS;EST 3017 PLOT=0;EN
@@EQ 3018 LAAIQIA C LAIQIA(-1) PIQIA;SMPL 2013.1 2012.4;OLS;EST 3018 PLOT=0;EN
@@EQ 3019 LAAKUIA C LAKUIA(-1) PKUIA;SMPL 1993.2 2012.4;OLS;EST 3019 PLOT=0;EN
@@EQ 3020 LAALIIA C LALIIA(-1) PLIIA;SMPL 2012.3 2012.4;OLS;EST 3020 PLOT=0;EN
@@EQ 3021 LAAUAIA C LAUAIA(-1) PUAIA;SMPL 1987.4 2012.4;OLS;EST 3021 PLOT=0;EN
@@EQ 3022 LAAUSIN C LAUSIN(-1) PUSIN;SMPL 1999.4 2012.4;OLS;EST 3022 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCAIN=CAPX$/INPMM;                                                      
 GENR LAACAIN=LOG(AACAIN+.00001);                                             
 GENR LACAIN=LOG(ACAIN+.00001);                                               
 LHS AACAIN=EXP(LAACAIN)-.00001;                                              
  EQ 3023 LAACAIN C LACAIN(-1) PCAIN;                                         
EQUATION 1600  LAACAIN  
   RHS     C  LACAIN(-1)  PCAIN  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1600 PLOT=0;END;                                                     

Equation number = 1600
**********************

Dependent variable = LAACAIN 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.803866440

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.467072311       0.408567462  -1.14320     1.000000
15209 LACAIN  ( -1)       0.679354303       0.055980835  12.13548    -4.797228
15207 PCAIN   (  0)      -0.968436707       0.411604501  -2.35283     1.112904

SE of equation            =     0.650180104
Sum of squared residuals  =  78.2058210      -0.399325017E-11
Average absolute error    =     0.480299566
Sum of ABS residuals      =  90.2963185    
R squared                 =   0.55737
Durbin-Watson statistic   =   2.29354
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                    +*                !!          .   .0  .          !
 1966.2!                     +   *            !!          .   .  0.          !
 1966.3!                       *+             !!          .  0.   .          !
 1966.4!                    * +               !!          .  0.   .          !
 1967.1!                *   +                 !!          0   .   .          !
 1967.2!                 +   *                !!          .   .  0.          !
 1967.3!               *     +                !!         0.   .   .          !
 1967.4!                 + *                  !!          .   . 0 .          !
 1968.1!                   +                  !!          .   0   .          !
 1968.2!               *   +                  !!          0   .   .          !
 1968.3!              * +                     !!          . 0 .   .          !
 1968.4!                +   *                 !!          .   .  0.          !
 1969.1!               *    +                 !!          0   .   .          !
 1969.2!                +*                    !!          .   .0  .          !
 1969.3!              *   +                   !!          0   .   .          !
 1969.4!                +*                    !!          .   .0  .          !
 1970.1!                  +                   !!          .   0   .          !
 1970.2!            *      +                  !!        0 .   .   .          !
 1970.3!               +   *                  !!          .   .   0          !
 1970.4!                    +*                !!          .   .0  .          !
 1971.1!                     +                !!          .   0   .          !
 1971.2!                    *+                !!          .  0.   .          !
 1971.3!                    +  *              !!          .   . 0 .          !
 1971.4!                      +               !!          .  0.   .          !
 1972.1!                    * +               !!          .  0.   .          !
 1972.2!                     +                !!          .   0   .          !
 1972.3!                     +*               !!          .   .0  .          !
 1972.4!                      +   *           !!          .   .  0.          !
 1973.1!                         +    *       !!          .   .   0          !
 1973.2!                            +         !!          .   .0  .          !
 1973.3!                        *  +          !!          . 0 .   .          !
 1973.4!                        +             !!          .   0   .          !
 1974.1!                     * +              !!          .  0.   .          !
 1974.2!                     +  *             !!          .   . 0 .          !
 1974.3!                     * +              !!          . 0 .   .          !
 1974.4!                     + *              !!          .   . 0 .          !
 1975.1!                      *+              !!          .  0.   .          !
 1975.2!                      +  *            !!          .   . 0 .          !
 1975.3!                        +*            !!          .   .0  .          !
 1975.4!                       *+             !!          .  0.   .          !
 1976.1!                      + *             !!          .   .0  .          !
 1976.2!                       +*             !!          .   .0  .          !
 1976.3!                       + *            !!          .   . 0 .          !
 1976.4!                       *+             !!          .  0.   .          !
 1977.1!                       +              !!          .   0   .          !
 1977.2!                       +              !!          .   0   .          !
 1977.3!                       +              !!          .   0   .          !
 1977.4!                       +*             !!          .   0   .          !
 1978.1!                  *     +             !!         0.   .   .          !
 1978.2!                   * +                !!          .  0.   .          !
 1978.3!                      + *             !!          .   . 0 .          !
 1978.4!                         +            !!          .   0   .          !
 1979.1!                  *       +           !!        0 .   .   .          !
 1979.2!          *         +                 !!      0   .   .   .          !
 1979.3!              *+                      !!          .  0.   .          !
 1979.4!               * +                    !!          . 0 .   .          !
 1980.1!        *         +                   !!      0   .   .   .          !
 1980.2!              + *                     !!          .   . 0 .          !
 1980.3!                   +                  !!          .   0   .          !
 1980.4!       *             +                !!   0      .   .   .          !
 1981.1!             +   *                    !!          .   .   0          !
 1981.2!  *                +                  !!0         .   .   .          !
 1981.3!       *+                             !!          .  0.   .          !
 1981.4!      *     +                         !!         0.   .   .          !
 1982.1!           +           *              !!          .   .   .     0    !
 1982.2!                       +     *        !!          .   .   .0         !
 1982.3!                      *    +          !!          0   .   .          !
 1982.4!                      +       *       !!          .   .   . 0        !
 1983.1!                    *      +          !!        0 .   .   .          !
 1983.2!                    +   *             !!          .   .  0.          !
 1983.3!                    *  +              !!          .0  .   .          !
 1983.4!                    +      *          !!          .   .   . 0        !
 1984.1!                       *  +           !!          . 0 .   .          !
 1984.2!                       + *            !!          .   . 0 .          !
 1984.3!                  *     +             !!         0.   .   .          !
 1984.4!                *  +                  !!          . 0 .   .          !
 1985.1!                 +                    !!          .   0   .          !
 1985.2!               *  +                   !!          .0  .   .          !
 1985.3!                 +   *                !!          .   .  0.          !
 1985.4!               *      +               !!        0 .   .   .          !
 1986.1!              *    +                  !!          0   .   .          !
 1986.2!                *+                    !!          .  0.   .          !
 1986.3!         *        +                   !!      0   .   .   .          !
 1986.4!             +    *                   !!          .   .   0          !
 1987.1!                    +   *             !!          .   .   0          !
 1987.2!                     *   +            !!          .0  .   .          !
 1987.3!             *        +               !!      0   .   .   .          !
 1987.4!                 +                 *  !!          .   .   .          0
 1988.1!                          *     +     !!         0.   .   .          !
 1988.2!                          +     *     !!          .   .   .0         !
 1988.3!                            * +       !!          . 0 .   .          !
 1988.4!                *          +          !!     0    .   .   .          !
 1989.1!                  +*                  !!          .   0   .          !
 1989.2!                  +   *               !!          .   .  0.          !
 1989.3!                     +            *   !!          .   .   .      0   !
 1989.4!                              +     * !!          .   .   .0         !
 1990.1!                               +      !!          .   0   .          !
 1990.2!                            +         !!          .   0   .          !
 1990.3!                          +     *     !!          .   .   0          !
 1990.4!                            * +       !!          .  0.   .          !
 1991.1!                           + *        !!          .   .0  .          !
 1991.2!                           +  *       !!          .   . 0 .          !
 1991.3!                     *      +         !!         0.   .   .          !
 1991.4!                     *+               !!          .  0.   .          !
 1992.1!                      +    *          !!          .   .   0          !
 1992.2!                          +*          !!          .   .0  .          !
 1992.3!                       *   +          !!          .0  .   .          !
 1992.4!                        +    *        !!          .   .   .0         !
 1993.1!                           +  *       !!          .   . 0 .          !
 1993.2!                            +*        !!          .   .0  .          !
 1993.3!                   *       +          !!       0  .   .   .          !
 1993.4!                    +*                !!          .   .0  .          !
 1994.1!                     +      *         !!          .   .   . 0        !
 1994.2!                           +*         !!          .   .0  .          !
 1994.3!                           +        * !!          .   .   .  0       !
 1994.4!                                +*    !!          .   .0  .          !
 1995.1!                              +     * !!          .   .   .0         !
 1995.2!                                *+    !!          .   0   .          !
 1995.3!                       *      +       !!        0 .   .   .          !
 1995.4!                       +          *   !!          .   .   .    0     !
 1996.1!                               +      !!          .   0   .          !
 1996.2!                           * +        !!          . 0 .   .          !
 1996.3!                          +     *     !!          .   .   .0         !
 1996.4!                              +       *!          .   .   .  0       !
 1997.1!                                  +   !!          .   0   .          !
 1997.2!                               +*     !!          .   .0  .          !
 1997.3!                              +       !!          .   0   .          !
 1997.4!                            +        *!!          .   .   .  0       !
 1998.1!                              *  +    !!          . 0 .   .          !
 1998.2!                           *+         !!          .   0   .          !
 1998.3!                    *    +            !!         0.   .   .          !
 1998.4!                     +*               !!          .   .0  .          !
 1999.1!                      +               !!          .   0   .          !
 1999.2!                     +          *     !!          .   .   .    0     !
 1999.3!                             +     *  !!          .   .   .0         !
 1999.4!                               +   *  !!          .   .  0.          !
 2000.1!                                +     *!          .   .   .0         !
 2000.2!                                 +*   !!          .   0   .          !
 2000.3!                              +       !!          .   0   .          !
 2000.4!                            +*        !!          .   .0  .          !
 2001.1!                          +      *    !!          .   .   .0         !
 2001.2!                           * +        !!          .  0.   .          !
 2001.3!                         +            !!          .   0   .          !
 2001.4!                       +     *        !!          .   .   .0         !
 2002.1!                     *    +           !!          0   .   .          !
 2002.2!                    + *               !!          .   .0  .          !
 2002.3!              *       +               !!        0 .   .   .          !
 2002.4!              *  +                    !!          . 0 .   .          !
 2003.1!            *   +                     !!          .0  .   .          !
 2003.2!               +     *                !!          .   .   .0         !
 2003.3!                    +*                !!          .   .0  .          !
 2003.4!                     +                !!          .   0   .          !
 2004.1!               *     +                !!         0.   .   .          !
 2004.2!                +                     !!          .   0   .          !
 2004.3!                 +*                   !!          .   .0  .          !
 2004.4!                *  +                  !!          . 0 .   .          !
 2005.1!              *   +                   !!          .0  .   .          !
 2005.2!                +  *                  !!          .   . 0 .          !
 2005.3!                  +  *                !!          .   . 0 .          !
 2005.4!                    +                 !!          .   .0  .          !
 2006.1!                   +                  !!          .   0   .          !
 2006.2!                  +     *             !!          .   .   .0         !
 2006.3!                *     +               !!          0   .   .          !
 2006.4!                 +*                   !!          .   .0  .          !
 2007.1!                  +  *                !!          .   .  0.          !
 2007.2!             *      +                 !!        0 .   .   .          !
 2007.3!              + *                     !!          .   .0  .          !
 2007.4!                +   *                 !!          .   .  0.          !
 2008.1!                   +                  !!          .   0   .          !
 2008.2!                  +                   !!          .   0   .          !
 2008.3!                 +      *             !!          .   .   .0         !
 2008.4!                      +    *          !!          .   .   0          !
 2009.1!                    *   +             !!          .0  .   .          !
 2009.2!                   +      *           !!          .   .   .0         !
 2009.3!                 *     +              !!         0.   .   .          !
 2009.4!                 +                    !!          .  0.   .          !
 2010.1!          *      +                    !!         0.   .   .          !
 2010.2!          *+                          !!          .  0.   .          !
 2010.3!          * +                         !!          .  0.   .          !
 2010.4!      *    +                          !!          0   .   .          !
 2011.1!         +*                           !!          .   .0  .          !
 2011.2!        *  +                          !!          .0  .   .          !
 2011.3!        * +                           !!          . 0 .   .          !
 2011.4!          +*                          !!          .   .0  .          !
 2012.1!        *   +                         !!          .0  .   .          !
 2012.2!         +  *                         !!          .   .  0.          !
 2012.3*             +                        !!   0      .   .   .          !
 2012.4!    +     *                           !!          .   .   .0         !


     30.85 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ  3024 LAAJAIN C LAJAIN(-1) PJAIN;SMPL 1966.1 2012.4;OLS;EST 3024 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUIN=AUPX$/INPMM;                                                      
 GENR LAAAUIN=LOG(AAAUIN+.00001);                                             
 GENR LAAUIN=LOG(AAUIN+.00001);                                               
 LHS AAAUIN=EXP(LAAAUIN)-.00001;                                              
  EQ 3025 LAAAUIN C LAAUIN(-1) PAUIN;                                         
EQUATION 1601  LAAAUIN  
   RHS     C  LAAUIN(-1)  PAUIN  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1601 PLOT=0;END;                                                     

Equation number = 1601
**********************

Dependent variable = LAAAUIN 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.315655281

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.480460684       0.182425137  -2.63374     1.000000
15212 LAAUIN  ( -1)       0.869922946       0.039429320  22.06284    -4.308231
15210 PAUIN   (  0)      -0.080689491       0.100073558  -0.80630     1.082734

SE of equation            =     0.230355649
Sum of squared residuals  =  9.81678913      -0.169060321E-10
Average absolute error    =     0.181375272
Sum of ABS residuals      =  34.0985511    
R squared                 =   0.73639
Durbin-Watson statistic   =   2.35701
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                     * +              !!          . 0 .   .          !
 1966.2!                    *+                !!          .  0.   .          !
 1966.3!                    *+                !!          .  0.   .          !
 1966.4!                    +*                !!          .   .0  .          !
 1967.1!                     +    *           !!          .   .   . 0        !
 1967.2!                       *  +           !!          .0  .   .          !
 1967.3!                       +  *           !!          .   .  0.          !
 1967.4!                      *  +            !!          0   .   .          !
 1968.1!                  *   +               !!         0.   .   .          !
 1968.2!                  + *                 !!          .   . 0 .          !
 1968.3!                  * +                 !!          . 0 .   .          !
 1968.4!                   +                  !!          .   0   .          !
 1969.1!                   +  *               !!          .   .   0          !
 1969.2!                 *    +               !!       0  .   .   .          !
 1969.3!                *+                    !!          .  0.   .          !
 1969.4!               * +                    !!          . 0 .   .          !
 1970.1!               *+                     !!          .  0.   .          !
 1970.2!                +    *                !!          .   .   .0         !
 1970.3!                 *   +                !!          0   .   .          !
 1970.4!                  +                   !!          .   0   .          !
 1971.1!               *  +                   !!          0   .   .          !
 1971.2!             *  +                     !!          .0  .   .          !
 1971.3!              +                       !!          .  0.   .          !
 1971.4!              *+                      !!          .  0.   .          !
 1972.1!               +*                     !!          .   .0  .          !
 1972.2!              *  +                    !!          .0  .   .          !
 1972.3!               + *                    !!          .   . 0 .          !
 1972.4!                  +*                  !!          .   . 0 .          !
 1973.1!               *   +                  !!         0.   .   .          !
 1973.2!               *+                     !!          .  0.   .          !
 1973.3!               *+                     !!          .  0.   .          !
 1973.4!                + *                   !!          .   .  0.          !
 1974.1!                   +   *              !!          .   .   0          !
 1974.2!                     * +              !!          . 0 .   .          !
 1974.3!                 *   +                !!          0   .   .          !
 1974.4!               *  +                   !!          0   .   .          !
 1975.1!           *    +                     !!        0 .   .   .          !
 1975.2!            + *                       !!          .   . 0 .          !
 1975.3!            *  +                      !!          .0  .   .          !
 1975.4!             +  *                     !!          .   .  0.          !
 1976.1!                 + *                  !!          .   . 0 .          !
 1976.2!                   + *                !!          .   . 0 .          !
 1976.3!                     + *              !!          .   . 0 .          !
 1976.4!                      *+              !!          .   0   .          !
 1977.1!                    * +               !!          .0  .   .          !
 1977.2!               *    +                 !!        0 .   .   .          !
 1977.3!                +*                    !!          .   .0  .          !
 1977.4!         *       +                    !!     0    .   .   .          !
 1978.1!           + *                        !!          .   .  0.          !
 1978.2!            *  +                      !!          .0  .   .          !
 1978.3!            *+                        !!          .  0.   .          !
 1978.4!             +                        !!          .   0   .          !
 1979.1!         *    +                       !!        0 .   .   .          !
 1979.2!          +         *                 !!          .   .   .      0   !
 1979.3!                   *+                 !!          .  0.   .          !
 1979.4!                   +*                 !!          .   .0  .          !
 1980.1!                    +     *           !!          .   .   . 0        !
 1980.2!                         +*           !!          .   0   .          !
 1980.3!                         +            *!          .   .   .          0
 1980.4!                                    +*!!          .   .0  .          !
 1981.1!                                *  +  !!          0   .   .          !
 1981.2!                               +      !!          .   .0  .          !
 1981.3!                           *  +       !!          0   .   .          !
 1981.4!                          +*          !!          .   .0  .          !
 1982.1!                         *+           !!          . 0 .   .          !
 1982.2!                         + *          !!          .   . 0 .          !
 1982.3!                          +*          !!          .   .0  .          !
 1982.4!                          +  *        !!          .   .   0          !
 1983.1!                             +   *    !!          .   .   . 0        !
 1983.2!                              * +     !!          . 0 .   .          !
 1983.3!                           * +        !!          .0  .   .          !
 1983.4!                         * +          !!          . 0 .   .          !
 1984.1!                        +    *        !!          .   .   .0         !
 1984.2!                            +         !!          .   0   .          !
 1984.3!                        *  +          !!          .0  .   .          !
 1984.4!                        +   *         !!          .   .   0          !
 1985.1!                           +      *   !!          .   .   .   0      !
 1985.2!                            *    +    !!        0 .   .   .          !
 1985.3!                          *+          !!          .  0.   .          !
 1985.4!                         +      *     !!          .   .   .   0      !
 1986.1!                            *  +      !!          0   .   .          !
 1986.2!                      *    +          !!        0 .   .   .          !
 1986.3!                      +*              !!          .   . 0 .          !
 1986.4!                    *  +              !!          0   .   .          !
 1987.1!                   *+                 !!          .  0.   .          !
 1987.2!                   +    *             !!          .   .   . 0        !
 1987.3!                        +   *         !!          .   .   .0         !
 1987.4!                           + *        !!          .   .  0.          !
 1988.1!                            +*        !!          .   .0  .          !
 1988.2!                            +         !!          .  0.   .          !
 1988.3!                           +*         !!          .   . 0 .          !
 1988.4!                           +*         !!          .   .0  .          !
 1989.1!                           +          !!          .   0   .          !
 1989.2!                          + *         !!          .   .  0.          !
 1989.3!                           +          !!          .  0.   .          !
 1989.4!                          + *         !!          .   .  0.          !
 1990.1!                           +          !!          .   0   .          !
 1990.2!                          +    *      !!          .   .   . 0        !
 1990.3!                             +  *     !!          .   .  0.          !
 1990.4!                              +       !!          .   0   .          !
 1991.1!                          *  +        !!          .0  .   .          !
 1991.2!                         +*           !!          .   . 0 .          !
 1991.3!                          +  *        !!          .   .   0          !
 1991.4!                        *   +         !!          0   .   .          !
 1992.1!                        +             !!          .   0   .          !
 1992.2!                       + *            !!          .   . 0 .          !
 1992.3!                        +  *          !!          .   .   0          !
 1992.4!                     *    +           !!        0 .   .   .          !
 1993.1!                     +      *         !!          .   .   .   0      !
 1993.2!                    *      +          !!       0  .   .   .          !
 1993.3!                    +       *         !!          .   .   .    0     !
 1993.4!                        *  +          !!          .0  .   .          !
 1994.1!                        + *           !!          .   . 0 .          !
 1994.2!                       * +            !!          . 0 .   .          !
 1994.3!                       +      *       !!          .   .   .    0     !
 1994.4!                             +   *    !!          .   .   .0         !
 1995.1!                       *       +      !!     0    .   .   .          !
 1995.2!                       +   *          !!          .   .   .0         !
 1995.3!                     *    +           !!         0.   .   .          !
 1995.4!                    *+                !!          .  0.   .          !
 1996.1!                    +    *            !!          .   .   . 0        !
 1996.2!                        +   *         !!          .   .   0          !
 1996.3!                    *      +          !!      0   .   .   .          !
 1996.4!                    +  *              !!          .   .  0.          !
 1997.1!                       +    *         !!          .   .   . 0        !
 1997.2!                           +  *       !!          .   .   0          !
 1997.3!                           * +        !!          . 0 .   .          !
 1997.4!                          +*          !!          .   .0  .          !
 1998.1!                         *+           !!          . 0 .   .          !
 1998.2!                        +  *          !!          .   .  0.          !
 1998.3!                      *   +           !!          0   .   .          !
 1998.4!                      +   *           !!          .   .   .0         !
 1999.1!                         +*           !!          .   . 0 .          !
 1999.2!                         +*           !!          .   .0  .          !
 1999.3!                         +    *       !!          .   .   .0         !
 1999.4!                            +*        !!          .   0   .          !
 2000.1!                      *     +         !!        0 .   .   .          !
 2000.2!                      + *             !!          .   . 0 .          !
 2000.3!                     *  +             !!          0   .   .          !
 2000.4!                     + *              !!          .   .  0.          !
 2001.1!                       +      *       !!          .   .   .   0      !
 2001.2!                        *    +        !!        0 .   .   .          !
 2001.3!                      *+              !!          . 0 .   .          !
 2001.4!                     *+               !!          .  0.   .          !
 2002.1!                   * +                !!          . 0 .   .          !
 2002.2!                   +  *               !!          .   .   0          !
 2002.3!                   *  +               !!          0   .   .          !
 2002.4!                   +*                 !!          .   .0  .          !
 2003.1!                 *  +                 !!          0   .   .          !
 2003.2!                 +    *               !!          .   .   . 0        !
 2003.3!                     + *              !!          .   .0  .          !
 2003.4!                     *+               !!          .  0.   .          !
 2004.1!                 *   +                !!         0.   .   .          !
 2004.2!                 +  *                 !!          .   .  0.          !
 2004.3!                    +*                !!          .   . 0 .          !
 2004.4!                     +                !!          .   0   .          !
 2005.1!                    *+                !!          .  0.   .          !
 2005.2!                    + *               !!          .   .  0.          !
 2005.3!                      +               !!          .   .0  .          !
 2005.4!                      + *             !!          .   . 0 .          !
 2006.1!                       *+             !!          .  0.   .          !
 2006.2!                    * +               !!          .0  .   .          !
 2006.3!                 *  +                 !!          .0  .   .          !
 2006.4!                *+                    !!          . 0 .   .          !
 2007.1!                + *                   !!          .   . 0 .          !
 2007.2!               *  +                   !!          0   .   .          !
 2007.3!                +*                    !!          .   . 0 .          !
 2007.4!               *  +                   !!          .0  .   .          !
 2008.1!               *+                     !!          .   0   .          !
 2008.2!               *+                     !!          .  0.   .          !
 2008.3!              * +                     !!          . 0 .   .          !
 2008.4!          *    +                      !!        0 .   .   .          !
 2009.1!           +  *                       !!          .   .  0.          !
 2009.2!              +*                      !!          .   .0  .          !
 2009.3!             * +                      !!          .0  .   .          !
 2009.4!             +  *                     !!          .   .  0.          !
 2010.1!           *    +                     !!        0 .   .   .          !
 2010.2!           *+                         !!          .  0.   .          !
 2010.3!            +*                        !!          .   .0  .          !
 2010.4!           * +                        !!          . 0 .   .          !
 2011.1!           *+                         !!          . 0 .   .          !
 2011.2!         *  +                         !!          .0  .   .          !
 2011.3!     *    +                           !!         0.   .   .          !
 2011.4!      *+                              !!          .  0.   .          !
 2012.1!        +                             !!          .   .0  .          !
 2012.2!      *   +                           !!          0   .   .          !
 2012.3*        +                             !!    0     .   .   .          !
 2012.4!  +                                   !!          .   .0  .          !


     27.13 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@EQ  3026 LAAFRIN C LAFRIN(-1) PFRIN;SMPL 1966.1 2012.4;OLS;EST 3026 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEIN=GEPX$/INPMM;                                                      
 GENR LAAGEIN=LOG(AAGEIN+.00001);                                             
 GENR LAGEIN=LOG(AGEIN+.00001);                                               
 LHS AAGEIN=EXP(LAAGEIN)-.00001;                                              
  EQ 3027 LAAGEIN C LAGEIN(-1) PGEIN;                                         
EQUATION 1602  LAAGEIN  
   RHS     C  LAGEIN(-1)  PGEIN  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1602 PLOT=0;END;                                                     

Equation number = 1602
**********************

Dependent variable = LAAGEIN 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -1.843051998

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.032158611       0.065850823   0.48836     1.000000
15215 LAGEIN  ( -1)       0.861806037       0.039575340  21.77634    -1.836524
15213 PGEIN   (  0)      -0.270524499       0.090000310  -3.00582     1.081170

SE of equation            =     0.146810026
Sum of squared residuals  =  3.98733901      -0.201239025E-11
Average absolute error    =     0.111787390
Sum of ABS residuals      =  21.0160293    
R squared                 =   0.87562
Durbin-Watson statistic   =   2.45024
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                            +      *  !!         .    .    .       0 !
 1966.2!                                   +  !!         .    .0   .         !
 1966.3!                                   +  !!         .    .0   .         !
 1966.4!                                   +  !!         .    0    .         !
 1967.1!                                 *+   !!         .  0 .    .         !
 1967.2!                                 + *  !!         .    .   0.         !
 1967.3!                                  *+  !!         .   0.    .         !
 1967.4!                                  +   *!         .    .    . 0       !
 1968.1!                                     +!!         .   0.    .         !
 1968.2!                                    + !!         .    0    .         !
 1968.3!                                   +  !!         .    0    .         !
 1968.4!                                 * +  !!         .0   .    .         !
 1969.1!                                 +    !!         .    0    .         !
 1969.2!                                 +    !!         .    .0   .         !
 1969.3!                                 +    !!         .    0    .         !
 1969.4!                                 +    !!         .    0    .         !
 1970.1!                                *+    !!         .  0 .    .         !
 1970.2!                                + *   !!         .    .   0.         !
 1970.3!                                  + * !!         .    .   0.         !
 1970.4!                               *   +  !!       0 .    .    .         !
 1971.1!                               +  *   !!         .    .    .0        !
 1971.2!                               *  +   !!         0    .    .         !
 1971.3!                              *+      !!         .  0 .    .         !
 1971.4!                            * +       !!         . 0  .    .         !
 1972.1!                           *+         !!         .  0 .    .         !
 1972.2!                            +         !!         .    0    .         !
 1972.3!                            + *       !!         .    .   0.         !
 1972.4!                           *  +       !!         0    .    .         !
 1973.1!                           + *        !!         .    . 0  .         !
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 1977.4!                           *    +     !!     0   .    .    .         !
 1978.1!                           +          !!         .    .0   .         !
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 1978.3!                             +  *     !!         .    .    0         !
 1978.4!                             * +      !!         . 0  .    .         !
 1979.1!                             +        *!         .    .    .         0
 1979.2!                            *       + !!0        .    .    .         !
 1979.3!                         *  +         !!         .0   .    .         !
 1979.4!                       * +            !!         .0   .    .         !
 1980.1!                        +   *         !!         .    .    . 0       !
 1980.2!                            +         !!         .   0.    .         !
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 1982.2!                          *      +    !!    0    .    .    .         !
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 1982.4!                           *    +     !!       0 .    .    .         !
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 1986.4!                         *  +         !!         .0   .    .         !
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 1989.1!                       *   +          !!       0 .    .    .         !
 1989.2!                      +  *            !!         .    .   0.         !
 1989.3!                    *   +             !!        0.    .    .         !
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 1991.2!                          * +         !!         .0   .    .         !
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 1991.4!                             +        !!         .    0    .         !
 1992.1!                            + *       !!         .    .   0.         !
 1992.2!                            +  *      !!         .    .   0.         !
 1992.3!                             +   *    !!         .    .    .0        !
 1992.4!                           *  +       !!        0.    .    .         !
 1993.1!                         + *          !!         .    . 0  .         !
 1993.2!                       * +            !!         .0   .    .         !
 1993.3!                      +*              !!         .    . 0  .         !
 1993.4!                   *  +               !!        0.    .    .         !
 1994.1!                  +     *             !!         .    .    .   0     !
 1994.2!                       +*             !!         .    .0   .         !
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 1995.1!                +     *               !!         .    .    .   0     !
 1995.2!                     + *              !!         .    .   0.         !
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 1996.1!                   *+                 !!         . 0  .    .         !
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 1996.4!               *    +                 !!      0  .    .    .         !
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 1997.2!                      +               !!         .    0    .         !
 1997.3!                      +*              !!         .    .0   .         !
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 1998.1!                *+                    !!         .  0 .    .         !
 1998.2!                +                     !!         .   0.    .         !
 1998.3!                +*                    !!         .    . 0  .         !
 1998.4!              *  +                    !!         0    .    .         !
 1999.1!              +*                      !!         .    .0   .         !
 1999.2!               + *                    !!         .    .   0.         !
 1999.3!                  +*                  !!         .    .  0 .         !
 1999.4!               *    +                 !!       0 .    .    .         !
 2000.1!                 +*                   !!         .    . 0  .         !
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 2000.3!                   + *                !!         .    .  0 .         !
 2000.4!                    * +               !!         . 0  .    .         !
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 2001.2!                    +                 !!         .   0.    .         !
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 2001.4!                 * +                  !!         . 0  .    .         !
 2002.1!                  +*                  !!         .    .  0 .         !
 2002.2!                   +                  !!         .   0.    .         !
 2002.3!                 * +                  !!         . 0  .    .         !
 2002.4!                  +                   !!         .    0    .         !
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 2003.2!                 +                    !!         .   0.    .         !
 2003.3!                +                     !!         .    0    .         !
 2003.4!               *+                     !!         . 0  .    .         !
 2004.1!               +   *                  !!         .    .    . 0       !
 2004.2!                  +                   !!         .   0.    .         !
 2004.3!                 +  *                 !!         .    .   0.         !
 2004.4!                   +                  !!         .    0    .         !
 2005.1!                  +   *               !!         .    .    . 0       !
 2005.2!                      +*              !!         .    .  0 .         !
 2005.3!                      + *             !!         .    .  0 .         !
 2005.4!                  *     +             !!     0   .    .    .         !
 2006.1!                  +   *               !!         .    .    .0        !
 2006.2!                    *+                !!         .  0 .    .         !
 2006.3!                    +*                !!         .    .  0 .         !
 2006.4!                  *  +                !!         0    .    .         !
 2007.1!               *  +                   !!         .0   .    .         !
 2007.2!              *+                      !!         .  0 .    .         !
 2007.3!              + *                     !!         .    .   0.         !
 2007.4!                +*                    !!         .    0    .         !
 2008.1!                 +                    !!         .    0    .         !
 2008.2!                +                     !!         .   0.    .         !
 2008.3!              * +                     !!         .0   .    .         !
 2008.4!            *  +                      !!         .0   .    .         !
 2009.1!           *+                         !!         . 0  .    .         !
 2009.2!           +   *                      !!         .    .    .  0      !
 2009.3!               +*                     !!         .    . 0  .         !
 2009.4!             *  +                     !!         .0   .    .         !
 2010.1!           *  +                       !!         0    .    .         !
 2010.2!           +                          !!         .   0.    .         !
 2010.3!           +*                         !!         .    .0   .         !
 2010.4!    *       +                         !!0        .    .    .         !
 2011.1!      +                               !!         .    .0   .         !
 2011.2!      *+                              !!         .  0 .    .         !
 2011.3!    *  +                              !!         0    .    .         !
 2011.4! *    +                               !!      0  .    .    .         !
 2012.1!   +*                                 !!         .    .0   .         !
 2012.2*     +                                !!    0    .    .    .         !
 2012.3*  +                                   !!         .0   .    .         !
 2012.4! + *                                  !!         .    . 0  .         !


     25.00 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITIN=ITPX$/INPMM;                                                      
 GENR LAAITIN=LOG(AAITIN+.00001);                                             
 GENR LAITIN=LOG(AITIN+.00001);                                               
 LHS AAITIN=EXP(LAAITIN)-.00001;                                              
  EQ 3028 LAAITIN C LAITIN(-1) PITIN;                                         
EQUATION 1603  LAAITIN  
   RHS     C  LAITIN(-1)  PITIN  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1603 PLOT=0;END;                                                     

Equation number = 1603
**********************

Dependent variable = LAAITIN 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.599749338

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.412494858       0.104448344  -3.94927     1.000000
15218 LAITIN  ( -1)       0.756506097       0.048065645  15.73902    -2.593627
15216 PITIN   (  0)      -0.235746155       0.064552552  -3.65200     0.955094

SE of equation            =     0.172686875
Sum of squared residuals  =  5.51684001       0.157629465E-11
Average absolute error    =     0.133912862
Sum of ABS residuals      =  25.1756180    
R squared                 =   0.71888
Durbin-Watson statistic   =   2.35163
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                   *      +           !!      0   .   .   .          !
 1966.2!                     +*               !!          .   .0  .          !
 1966.3!                      *+              !!          .  0.   .          !
 1966.4!                       +   *          !!          .   .   0          !
 1967.1!                          +    *      !!          .   .   .0         !
 1967.2!                         *   +        !!         0.   .   .          !
 1967.3!                       * +            !!          .0  .   .          !
 1967.4!                     * +              !!          . 0 .   .          !
 1968.1!                      +  *            !!          .   . 0 .          !
 1968.2!                         +*           !!          .   .0  .          !
 1968.3!                        * +           !!          . 0 .   .          !
 1968.4!                        *+            !!          .  0.   .          !
 1969.1!                         +*           !!          .   .0  .          !
 1969.2!                        * +           !!          . 0 .   .          !
 1969.3!                    *    +            !!         0.   .   .          !
 1969.4!                      +  *            !!          .   .  0.          !
 1970.1!                     *   +            !!         0.   .   .          !
 1970.2!                      +*              !!          .   .0  .          !
 1970.3!                        +             !!          .   0   .          !
 1970.4!                         +*           !!          .   . 0 .          !
 1971.1!                      *   +           !!         0.   .   .          !
 1971.2!                       +  *           !!          .   .   0          !
 1971.3!                          +*          !!          .   .0  .          !
 1971.4!                           + *        !!          .   . 0 .          !
 1972.1!                           *+         !!          .  0.   .          !
 1972.2!                          *+          !!          . 0 .   .          !
 1972.3!                          +           !!          .   0   .          !
 1972.4!                    *     +           !!        0 .   .   .          !
 1973.1!              *       +               !!     0    .   .   .          !
 1973.2!                 +     *              !!          .   .   . 0        !
 1973.3!                      * +             !!          . 0 .   .          !
 1973.4!                      *+              !!          .  0.   .          !
 1974.1!                       +              !!          .   0   .          !
 1974.2!                  *     +             !!       0  .   .   .          !
 1974.3!                   *+                 !!          .  0.   .          !
 1974.4!                *    +                !!         0.   .   .          !
 1975.1!                   +                  !!          .   0   .          !
 1975.2!                  * +                 !!          .0  .   .          !
 1975.3!                *   +                 !!          0   .   .          !
 1975.4!                  +     *             !!          .   .   . 0        !
 1976.1!                         + *          !!          .   . 0 .          !
 1976.2!                           +*         !!          .   .0  .          !
 1976.3!                          * +         !!          . 0 .   .          !
 1976.4!                          +  *        !!          .   .  0.          !
 1977.1!                            +*        !!          .   .0  .          !
 1977.2!                          * +         !!          .0  .   .          !
 1977.3!                         *+           !!          .  0.   .          !
 1977.4!                         +    *       !!          .   .   .0         !
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 1978.2!                           +          !!          .   0   .          !
 1978.3!                       *   +          !!          0   .   .          !
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 1980.2!                        *  +          !!          0   .   .          !
 1980.3!                        +*            !!          .   .0  .          !
 1980.4!                         +*           !!          .   .0  .          !
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 1981.2!                   +            *     !!          .   .   .          0
 1981.3!                           *   +      !!          0   .   .          !
 1981.4!                           +         *!!          .   .   .      0   !
 1982.1!                                  +   *!          .   .   .0         !
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 1982.4!                        *        +    !!    0     .   .   .          !
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 1983.3!                    *    +            !!        0 .   .   .          !
 1983.4!                      +*              !!          .   .0  .          !
 1984.1!                        +     *       !!          .   .   . 0        !
 1984.2!                         *   +        !!          0   .   .          !
 1984.3!                         +      *     !!          .   .   .  0       !
 1984.4!                               +  *   !!          .   .  0.          !
 1985.1!                            *   +     !!          0   .   .          !
 1985.2!                            +         !!          .   .0  .          !
 1985.3!                        *   +         !!          0   .   .          !
 1985.4!                         +  *         !!          .   .  0.          !
 1986.1!                           +*         !!          .   0   .          !
 1986.2!                           +*         !!          .   .0  .          !
 1986.3!                           +*         !!          .   .0  .          !
 1986.4!                          +*          !!          .   .0  .          !
 1987.1!                     *    +           !!         0.   .   .          !
 1987.2!                      + *             !!          .   .  0.          !
 1987.3!                        +    *        !!          .   .   . 0        !
 1987.4!                     *      +         !!      0   .   .   .          !
 1988.1!                    *+                !!          .  0.   .          !
 1988.2!                    *+                !!          .  0.   .          !
 1988.3!               *     +                !!        0 .   .   .          !
 1988.4!                 +  *                 !!          .   .  0.          !
 1989.1!                     +*               !!          .   . 0 .          !
 1989.2!                     *+               !!          .  0.   .          !
 1989.3!                     +                !!          .   .0  .          !
 1989.4!                     +*               !!          .   . 0 .          !
 1990.1!                      +     *         !!          .   .   . 0        !
 1990.2!                          +*          !!          .   .0  .          !
 1990.3!                        *+            !!          . 0 .   .          !
 1990.4!                       +   *          !!          .   .   .0         !
 1991.1!                          +*          !!          .   .0  .          !
 1991.2!                         +  *         !!          .   .  0.          !
 1991.3!                          +  *        !!          .   . 0 .          !
 1991.4!                           +  *       !!          .   .   0          !
 1992.1!                            +  *      !!          .   .  0.          !
 1992.2!                            +*        !!          .   .0  .          !
 1992.3!                           +          !!          .   0   .          !
 1992.4!                          +     *     !!          .   .   .  0       !
 1993.1!                              + *     !!          .   . 0 .          !
 1993.2!                             + *      !!          .   . 0 .          !
 1993.3!                         *   +        !!          .0  .   .          !
 1993.4!                         +  *         !!          .   .   0          !
 1994.1!                           +  *       !!          .   .  0.          !
 1994.2!                          * +         !!          . 0 .   .          !
 1994.3!                      *  +            !!          0   .   .          !
 1994.4!                      +               !!          .   0   .          !
 1995.1!                  *   +               !!          0   .   .          !
 1995.2!                 *  +                 !!          .0  .   .          !
 1995.3!                   +*                 !!          .   . 0 .          !
 1995.4!                     +*               !!          .   . 0 .          !
 1996.1!                 *    +               !!         0.   .   .          !
 1996.2!                  +   *               !!          .   .   0          !
 1996.3!                      + *             !!          .   . 0 .          !
 1996.4!                      *+              !!          . 0 .   .          !
 1997.1!                      +               !!          .   0   .          !
 1997.2!                      +               !!          .   0   .          !
 1997.3!                      +  *            !!          .   .  0.          !
 1997.4!                        +*            !!          .   .0  .          !
 1998.1!                       *+             !!          .  0.   .          !
 1998.2!                     *+               !!          .  0.   .          !
 1998.3!                     +  *             !!          .   .  0.          !
 1998.4!                      +   *           !!          .   .   0          !
 1999.1!                        +  *          !!          .   .   0          !
 1999.2!                      *  +            !!          .0  .   .          !
 1999.3!                *    +                !!         0.   .   .          !
 1999.4!                  +   *               !!          .   .   .0         !
 2000.1!                 *    +               !!         0.   .   .          !
 2000.2!                  +*                  !!          .   .0  .          !
 2000.3!                    + *               !!          .   . 0 .          !
 2000.4!                      +    *          !!          .   .   .0         !
 2001.1!                      *  +            !!          .0  .   .          !
 2001.2!                      + *             !!          .   . 0 .          !
 2001.3!                       +*             !!          .   0   .          !
 2001.4!                       +              !!          .   .0  .          !
 2002.1!                      +      *        !!          .   .   .  0       !
 2002.2!                          +  *        !!          .   .  0.          !
 2002.3!                           +          !!          .   0   .          !
 2002.4!                         +    *       !!          .   .   .0         !
 2003.1!                        *  +          !!          .0  .   .          !
 2003.2!                      +  *            !!          .   .  0.          !
 2003.3!                       +              !!          .   0   .          !
 2003.4!                      +   *           !!          .   .   0          !
 2004.1!                     * +              !!          . 0 .   .          !
 2004.2!                    +    *            !!          .   .   .0         !
 2004.3!                     *+               !!          . 0 .   .          !
 2004.4!                    +   *             !!          .   .   .0         !
 2005.1!                     *+               !!          .  0.   .          !
 2005.2!                    +  *              !!          .   .   0          !
 2005.3!                      +               !!          .   0   .          !
 2005.4!                     +*               !!          .   . 0 .          !
 2006.1!                     +                !!          .   0   .          !
 2006.2!                   +*                 !!          .   .0  .          !
 2006.3!              *    +                  !!        0 .   .   .          !
 2006.4!            * +                       !!          . 0 .   .          !
 2007.1!            *+                        !!          .   0   .          !
 2007.2!            *+                        !!          .  0.   .          !
 2007.3!            +  *                      !!          .   .  0.          !
 2007.4!               +*                     !!          .   .0  .          !
 2008.1!               *+                     !!          .  0.   .          !
 2008.2!              + *                     !!          .   . 0 .          !
 2008.3!              *+                      !!          .  0.   .          !
 2008.4!           *  +                       !!          0   .   .          !
 2009.1!         * +                          !!          . 0 .   .          !
 2009.2!         +  *                         !!          .   .  0.          !
 2009.3!            +                         !!          .   .0  .          !
 2009.4!            +  *                      !!          .   .  0.          !
 2010.1!          *    +                      !!         0.   .   .          !
 2010.2!         * +                          !!          . 0 .   .          !
 2010.3!        *+                            !!          . 0 .   .          !
 2010.4!      *  +                            !!          .0  .   .          !
 2011.1!       *+                             !!          .  0.   .          !
 2011.2!        *+                            !!          .  0.   .          !
 2011.3!       *  +                           !!          .0  .   .          !
 2011.4!        * +                           !!          .  0.   .          !
 2012.1!        * +                           !!          . 0 .   .          !
 2012.2!*         +                           !!   0      .   .   .          !
 2012.3*    +                                 !!         0.   .   .          !
 2012.4!   +                                  !!          .   0   .          !


     30.32 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEIN=NEPX$/INPMM;                                                      
 GENR LAANEIN=LOG(AANEIN+.00001);                                             
 GENR LANEIN=LOG(ANEIN+.00001);                                               
 LHS AANEIN=EXP(LAANEIN)-.00001;                                              
  EQ 3029 LAANEIN C LANEIN(-1) PNEIN;                                         
EQUATION 1604  LAANEIN  
   RHS     C  LANEIN(-1)  PNEIN  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1604 PLOT=0;END;                                                     

Equation number = 1604
**********************

Dependent variable = LAANEIN 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.887127703

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.629336436       0.243014583  -2.58971     1.000000
15221 LANEIN  ( -1)       0.775879764       0.049504531  15.67290    -3.879754
15219 PNEIN   (  0)      -0.204119262       0.184997895  -1.10336     1.212863

SE of equation            =     0.231668296
Sum of squared residuals  =  9.92898690      -0.468913797E-11
Average absolute error    =     0.182985226
Sum of ABS residuals      =  34.4012224    
R squared                 =   0.61044
Durbin-Watson statistic   =   2.23635
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                    *        +        !!   0     .    .    .         !
 1966.2!                     +         *      !!         .    .    .      0  !
 1966.3!                            * +       !!         .  0 .    .         !
 1966.4!                           +  *       !!         .    .  0 .         !
 1967.1!                             + *      !!         .    . 0  .         !
 1967.2!                             + *      !!         .    . 0  .         !
 1967.3!                              +      *!!         .    .    .  0      !
 1967.4!                           *      +   !!      0  .    .    .         !
 1968.1!                          +   *       !!         .    .   0.         !
 1968.2!                             +*       !!         .    .0   .         !
 1968.3!                             +*       !!         .    . 0  .         !
 1968.4!                            *+        !!         .  0 .    .         !
 1969.1!                          *+          !!         .  0 .    .         !
 1969.2!                    *    +            !!        0.    .    .         !
 1969.3!                     +  *             !!         .    .  0 .         !
 1969.4!                        +  *          !!         .    .  0 .         !
 1970.1!                          +  *        !!         .    .  0 .         !
 1970.2!                          * +         !!         .  0 .    .         !
 1970.3!                          +  *        !!         .    .  0 .         !
 1970.4!                            +  *      !!         .    .  0 .         !
 1971.1!                            * +       !!         . 0  .    .         !
 1971.2!                       *   +          !!         .0   .    .         !
 1971.3!               *        +             !!     0   .    .    .         !
 1971.4!                  +            *      !!         .    .    .         0
 1972.1!                              +  *    !!         .    .   0.         !
 1972.2!                                +  *  !!         .    .  0 .         !
 1972.3!                                 + *  !!         .    .  0 .         !
 1972.4!                        *        +    !!    0    .    .    .         !
 1973.1!                        +*            !!         .    .0   .         !
 1973.2!                     *   +            !!         .0   .    .         !
 1973.3!                   *  +               !!         . 0  .    .         !
 1973.4!                    +           *     !!         .    .    .       0 !
 1974.1!                           *  +       !!         . 0  .    .         !
 1974.2!                     *    +           !!        0.    .    .         !
 1974.3!                      +               !!         .    0    .         !
 1974.4!                  *   +               !!         0    .    .         !
 1975.1!                   +*                 !!         .    .0   .         !
 1975.2!                     +  *             !!         .    .  0 .         !
 1975.3!                        +*            !!         .    .0   .         !
 1975.4!                   *     +            !!        0.    .    .         !
 1976.1!                    +*                !!         .    .0   .         !
 1976.2!                     +   *            !!         .    .   0.         !
 1976.3!                      * +             !!         .  0 .    .         !
 1976.4!                      +       *       !!         .    .    .  0      !
 1977.1!                         *  +         !!         .0   .    .         !
 1977.2!                       *+             !!         .   0.    .         !
 1977.3!                       +*             !!         .    .0   .         !
 1977.4!                  *     +             !!        0.    .    .         !
 1978.1!                  *+                  !!         .   0.    .         !
 1978.2!                *  +                  !!         . 0  .    .         !
 1978.3!                * +                   !!         .  0 .    .         !
 1978.4!                  +  *                !!         .    .   0.         !
 1979.1!                  *   +               !!         .0   .    .         !
 1979.2!                   +            *     !!         .    .    .        0!
 1979.3!                              +   *   !!         .    .   0.         !
 1979.4!                               + *    !!         .    .  0 .         !
 1980.1!                               +      *!         .    .    . 0       !
 1980.2!                               *  +   !!         . 0  .    .         !
 1980.3!                             +        !!         .   0.    .         !
 1980.4!                           +      *   !!         .    .    .  0      !
 1981.1!                                +  *  !!         .    .  0 .         !
 1981.2!                                +     *!         .    .    .0        !
 1981.3!                                 * +  !!         .   0.    .         !
 1981.4!                            *  +      !!         . 0  .    .         !
 1982.1!                        *  +          !!         .0   .    .         !
 1982.2!                       +        *     !!         .    .    .   0     !
 1982.3!                              + *     !!         .    .  0 .         !
 1982.4!                              +       !!         .    0    .         !
 1983.1!                             +    *   !!         .    .    .0        !
 1983.2!                            *   +     !!         .0   .    .         !
 1983.3!                   *       +          !!     0   .    .    .         !
 1983.4!                     +    *           !!         .    .    .0        !
 1984.1!                          + *         !!         .    .  0 .         !
 1984.2!                           +*         !!         .    .0   .         !
 1984.3!                         *  +         !!         .  0 .    .         !
 1984.4!                         +          * !!         .    .    .      0  !
 1985.1!                                  + * !!         .    .  0 .         !
 1985.2!                        *        +    !!    0    .    .    .         !
 1985.3!                        + *           !!         .    . 0  .         !
 1985.4!                         + *          !!         .    . 0  .         !
 1986.1!                          +*          !!         .    .0   .         !
 1986.2!                         *+           !!         .    0    .         !
 1986.3!                        +    *        !!         .    .    0         !
 1986.4!                     *     +          !!       0 .    .    .         !
 1987.1!                     +       *        !!         .    .    .   0     !
 1987.2!                           + *        !!         .    . 0  .         !
 1987.3!                            +      *  !!         .    .    .  0      !
 1987.4!                                +    *!!         .    .    0         !
 1988.1!                             *    +   !!         0    .    .         !
 1988.2!                            +       * !!         .    .    .   0     !
 1988.3!                           *     +    !!        0.    .    .         !
 1988.4!                          +           *!         .    .    .       0 !
 1989.1!                        *          +  !!  0      .    .    .         !
 1989.2!                       +   *          !!         .    .    0         !
 1989.3!                          +  *        !!         .    .  0 .         !
 1989.4!                          *+          !!         .   0.    .         !
 1990.1!                        +   *         !!         .    .   0.         !
 1990.2!                          + *         !!         .    . 0  .         !
 1990.3!                          +    *      !!         .    .    .0        !
 1990.4!                             +      * !!         .    .    .  0      !
 1991.1!                               * +    !!         .  0 .    .         !
 1991.2!                         *   +        !!         .0   .    .         !
 1991.3!                       *+             !!         .   0.    .         !
 1991.4!                      *+              !!         .   0.    .         !
 1992.1!                      +    *          !!         .    .    .0        !
 1992.2!                        *+            !!         .   0.    .         !
 1992.3!                   *   +              !!         0    .    .         !
 1992.4!              *    +                  !!        0.    .    .         !
 1993.1!               +  *                   !!         .    .  0 .         !
 1993.2!                   +    *             !!         .    .    0         !
 1993.3!                       +*             !!         .    .0   .         !
 1993.4!                  *    +              !!        0.    .    .         !
 1994.1!                *  +                  !!         .0   .    .         !
 1994.2!                 +                    !!         .    0    .         !
 1994.3!                 +       *            !!         .    .    .  0      !
 1994.4!                        +       *     !!         .    .    .   0     !
 1995.1!                            *+        !!         .   0.    .         !
 1995.2!                           +  *       !!         .    .   0.         !
 1995.3!                         *  +         !!         .0   .    .         !
 1995.4!                     *  +             !!         .  0 .    .         !
 1996.1!                  *  +                !!         .0   .    .         !
 1996.2!                   +*                 !!         .    .0   .         !
 1996.3!                    + *               !!         .    .  0 .         !
 1996.4!                      +               !!         .   0.    .         !
 1997.1!                      +     *         !!         .    .    .0        !
 1997.2!                        *  +          !!         .0   .    .         !
 1997.3!                        +*            !!         .    .0   .         !
 1997.4!                      * +             !!         .  0 .    .         !
 1998.1!                  *   +               !!         0    .    .         !
 1998.2!                   + *                !!         .    . 0  .         !
 1998.3!                     + *              !!         .    . 0  .         !
 1998.4!                *     +               !!        0.    .    .         !
 1999.1!                  +                   !!         .    0    .         !
 1999.2!             *     +                  !!        0.    .    .         !
 1999.3!               +*                     !!         .    .0   .         !
 1999.4!                  +*                  !!         .    .0   .         !
 2000.1!                    *+                !!         .   0.    .         !
 2000.2!                    *+                !!         .   0.    .         !
 2000.3!                     +*               !!         .    .0   .         !
 2000.4!                    *  +              !!         .0   .    .         !
 2001.1!                  *  +                !!         .0   .    .         !
 2001.2!                   +                  !!         .    0    .         !
 2001.3!                *    +                !!         0    .    .         !
 2001.4!                  +     *             !!         .    .    . 0       !
 2002.1!                      * +             !!         .  0 .    .         !
 2002.2!                  *   +               !!         0    .    .         !
 2002.3!                   +                  !!         .    0    .         !
 2002.4!                    +*                !!         .    .0   .         !
 2003.1!                  *   +               !!         .0   .    .         !
 2003.2!               *   +                  !!         .0   .    .         !
 2003.3!              *  +                    !!         . 0  .    .         !
 2003.4!                +  *                  !!         .    .   0.         !
 2004.1!                  * +                 !!         .  0 .    .         !
 2004.2!                   +*                 !!         .    .0   .         !
 2004.3!                    +  *              !!         .    .   0.         !
 2004.4!                    *  +              !!         . 0  .    .         !
 2005.1!                   *+                 !!         .  0 .    .         !
 2005.2!                   +    *             !!         .    .    0         !
 2005.3!                       +    *         !!         .    .    .0        !
 2005.4!                           +    *     !!         .    .    0         !
 2006.1!                          *   +       !!         .0   .    .         !
 2006.2!                         +       *    !!         .    .    .   0     !
 2006.3!                  *            +      !!0        .    .    .         !
 2006.4!            *      +                  !!       0 .    .    .         !
 2007.1!              +      *                !!         .    .    . 0       !
 2007.2!                 *   +                !!         0    .    .         !
 2007.3!         *        +                   !!     0   .    .    .         !
 2007.4!           *+                         !!         .   0.    .         !
 2008.1!             +*                       !!         .    .0   .         !
 2008.2!          *    +                      !!        0.    .    .         !
 2008.3!          *  +                        !!         . 0  .    .         !
 2008.4!        *    +                        !!         0    .    .         !
 2009.1!           +*                         !!         .    .0   .         !
 2009.2!             + *                      !!         .    . 0  .         !
 2009.3!                 +                    !!         .    .0   .         !
 2009.4!                * +                   !!         .  0 .    .         !
 2010.1!       *         +                    !!   0     .    .    .         !
 2010.2!          +   *                       !!         .    .   0.         !
 2010.3!              *+                      !!         .   0.    .         !
 2010.4!       *        +                     !!    0    .    .    .         !
 2011.1!          +*                          !!         .    .0   .         !
 2011.2!           * +                        !!         .  0 .    .         !
 2011.3!       *     +                        !!        0.    .    .         !
 2011.4!          +  *                        !!         .    .  0 .         !
 2012.1! *             +                      !0         .    .    .         !
 2012.2*     +                                !!       0 .    .    .         !
 2012.3!*   +                                 !!         .0   .    .         !
 2012.4!  *  +                                !!         . 0  .    .         !


     30.32 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTIN=STPX$/INPMM;                                                      
 GENR LAASTIN=LOG(AASTIN+.00001);                                             
 GENR LASTIN=LOG(ASTIN+.00001);                                               
 LHS AASTIN=EXP(LAASTIN)-.00001;                                              
  EQ 3030 LAASTIN C LASTIN(-1) PSTIN;                                         
EQUATION 1605  LAASTIN  
   RHS     C  LASTIN(-1)  PSTIN  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1605 PLOT=0;END;                                                     

Equation number = 1605
**********************

Dependent variable = LAASTIN 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.783288802

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.894102143       0.139132758  -6.42625     1.000000
15224 LASTIN  ( -1)       0.587520848       0.059943841   9.80119    -3.772688
15222 PSTIN   (  0)      -0.680902477       0.105031814  -6.48282     0.987886

SE of equation            =     0.176033649
Sum of squared residuals  =  5.73275145      -0.450572912E-11
Average absolute error    =     0.135022874
Sum of ABS residuals      =  25.3843003    
R squared                 =   0.88886
Durbin-Watson statistic   =   2.12356
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                              *+      !!         .  0 .    .         !
 1966.2!                           *   +      !!      0  .    .    .         !
 1966.3!                            +  *      !!         .    .    .0        !
 1966.4!                              *+      !!         . 0  .    .         !
 1967.1!                            * +       !!         .0   .    .         !
 1967.2!                             +*       !!         .    .0   .         !
 1967.3!                             *+       !!         .   0.    .         !
 1967.4!                           *  +       !!        0.    .    .         !
 1968.1!                        *   +         !!      0  .    .    .         !
 1968.2!                           + *        !!         .    .    0         !
 1968.3!                              +       !!         .    .0   .         !
 1968.4!                          *   +       !!     0   .    .    .         !
 1969.1!                            +         !!         .    0    .         !
 1969.2!                          *  +        !!        0.    .    .         !
 1969.3!                         *  +         !!        0.    .    .         !
 1969.4!                            +*        !!         .    .  0 .         !
 1970.1!                              + *     !!         .    .   0.         !
 1970.2!                                +     *!         .    .    .       0 !
 1970.3!                                *  +  !!        0.    .    .         !
 1970.4!                               +   *  !!         .    .    .  0      !
 1971.1!                             *   +    !!     0   .    .    .         !
 1971.2!                              +*      !!         .    .  0 .         !
 1971.3!                           *   +      !!       0 .    .    .         !
 1971.4!                            +      *  !!         .    .    .       0 !
 1972.1!                                +     !!         .   0.    .         !
 1972.2!                               +  *   !!         .    .    . 0       !
 1972.3!                                +  *  !!         .    .    .0        !
 1972.4!                                *+    !!         .   0.    .         !
 1973.1!                              +  *    !!         .    .    .0        !
 1973.2!                            *  +      !!       0 .    .    .         !
 1973.3!                            +         !!         .    .0   .         !
 1973.4!                            +*        !!         .    . 0  .         !
 1974.1!                             +   *    !!         .    .    .   0     !
 1974.2!                          *     +     !!  0      .    .    .         !
 1974.3!                           +          !!         .    0    .         !
 1974.4!                            +         !!         .    0    .         !
 1975.1!                           *+         !!         .  0 .    .         !
 1975.2!                       *   +          !!      0  .    .    .         !
 1975.3!                       * +            !!         .0   .    .         !
 1975.4!                        +             !!         .   0.    .         !
 1976.1!                         +*           !!         .    .0   .         !
 1976.2!                          + *         !!         .    .   0.         !
 1976.3!                           +*         !!         .    .  0 .         !
 1976.4!                          *+          !!         . 0  .    .         !
 1977.1!                          +           !!         .   0.    .         !
 1977.2!                          +*          !!         .    . 0  .         !
 1977.3!                           +   *      !!         .    .    .  0      !
 1977.4!                            *+        !!         .   0.    .         !
 1978.1!                        * +           !!         .0   .    .         !
 1978.2!                        +             !!         .   0.    .         !
 1978.3!                       +*             !!         .    .0   .         !
 1978.4!                    *  +              !!        0.    .    .         !
 1979.1!                     +*               !!         .    .0   .         !
 1979.2!                      +      *        !!         .    .    .         0
 1979.3!                           +  *       !!         .    .    .0        !
 1979.4!                           +    *     !!         .    .    .   0     !
 1980.1!                            *+        !!         .  0 .    .         !
 1980.2!                           +*         !!         .    . 0  .         !
 1980.3!                           + *        !!         .    .   0.         !
 1980.4!                            +     *   !!         .    .    .      0  !
 1981.1!                              *+      !!         .  0 .    .         !
 1981.2!                            *+        !!         . 0  .    .         !
 1981.3!                        *  +          !!       0 .    .    .         !
 1981.4!                        +             !!         .   0.    .         !
 1982.1!                         +     *      !!         .    .    .        0!
 1982.2!                          *  +        !!        0.    .    .         !
 1982.3!                        * +           !!         0    .    .         !
 1982.4!                       * +            !!         0    .    .         !
 1983.1!                        +*            !!         .    . 0  .         !
 1983.2!                        * +           !!         . 0  .    .         !
 1983.3!                       * +            !!         .0   .    .         !
 1983.4!                      *  +            !!        0.    .    .         !
 1984.1!                       *+             !!         .  0 .    .         !
 1984.2!                         +  *         !!         .    .    . 0       !
 1984.3!                            +         !!         .   0.    .         !
 1984.4!                           +          !!         .    0    .         !
 1985.1!                       *    +         !!     0   .    .    .         !
 1985.2!                        *+            !!         .  0 .    .         !
 1985.3!                         *+           !!         .    0    .         !
 1985.4!                          + *         !!         .    .   0.         !
 1986.1!                           +*         !!         .    .0   .         !
 1986.2!                         *+           !!         .   0.    .         !
 1986.3!                       +              !!         .   0.    .         !
 1986.4!                     +      *         !!         .    .    .         0
 1987.1!                        + *           !!         .    .  0 .         !
 1987.2!                        + *           !!         .    .  0 .         !
 1987.3!                        + *           !!         .    .   0.         !
 1987.4!                        + *           !!         .    .   0.         !
 1988.1!                       +*             !!         .    . 0  .         !
 1988.2!                       +    *         !!         .    .    .   0     !
 1988.3!                         +            !!         .   0.    .         !
 1988.4!                      * +             !!         .0   .    .         !
 1989.1!                      +*              !!         .    .   0.         !
 1989.2!                     +                !!         .    0    .         !
 1989.3!              *     +                 !!  0      .    .    .         !
 1989.4!                +*                    !!         .    . 0  .         !
 1990.1!                 +     *              !!         .    .    .       0 !
 1990.2!                   * +                !!         .  0 .    .         !
 1990.3!                  +     *             !!         .    .    .      0  !
 1990.4!                   *  +               !!         0    .    .         !
 1991.1!                 *  +                 !!        0.    .    .         !
 1991.2!                *+                    !!         . 0  .    .         !
 1991.3!              *  +                    !!         0    .    .         !
 1991.4!               *+                     !!         .   0.    .         !
 1992.1!              *  +                    !!       0 .    .    .         !
 1992.2!                +*                    !!         .    .  0 .         !
 1992.3!                *+                    !!         .  0 .    .         !
 1992.4!                +                     !!         .    0    .         !
 1993.1!                 + *                  !!         .    .   0.         !
 1993.2!              *   +                   !!      0  .    .    .         !
 1993.3!               +     *                !!         .    .    .      0  !
 1993.4!                 * +                  !!         .0   .    .         !
 1994.1!                + *                   !!         .    .  0 .         !
 1994.2!                *+                    !!         . 0  .    .         !
 1994.3!               + *                    !!         .    .  0 .         !
 1994.4!               *+                     !!         .   0.    .         !
 1995.1!               +*                     !!         .    .0   .         !
 1995.2!                +  *                  !!         .    .    . 0       !
 1995.3!              *   +                   !!     0   .    .    .         !
 1995.4!              +                       !!         .   0.    .         !
 1996.1!               +*                     !!         .    . 0  .         !
 1996.2!                + *                   !!         .    .   0.         !
 1996.3!                * +                   !!         .0   .    .         !
 1996.4!              *  +                    !!        0.    .    .         !
 1997.1!              *  +                    !!       0 .    .    .         !
 1997.2!               *+                     !!         .  0 .    .         !
 1997.3!                 + *                  !!         .    .   0.         !
 1997.4!                   + *                !!         .    .   0.         !
 1998.1!                *   +                 !!      0  .    .    .         !
 1998.2!               *+                     !!         . 0  .    .         !
 1998.3!               +*                     !!         .    . 0  .         !
 1998.4!               +                      !!         .   0.    .         !
 1999.1!               + *                    !!         .    .    .0        !
 1999.2!                +*                    !!         .    .  0 .         !
 1999.3!                 +  *                 !!         .    .    .0        !
 1999.4!                   +    *             !!         .    .    .    0    !
 2000.1!                      *+              !!         .   0.    .         !
 2000.2!                     +                !!         .    0    .         !
 2000.3!                *   +                 !!      0  .    .    .         !
 2000.4!                 *+                   !!         .  0 .    .         !
 2001.1!                  +  *                !!         .    .    . 0       !
 2001.2!                   *+                 !!         . 0  .    .         !
 2001.3!               *  +                   !!        0.    .    .         !
 2001.4!              *+                      !!         .  0 .    .         !
 2002.1!               +  *                   !!         .    .    .0        !
 2002.2!                + *                   !!         .    .  0 .         !
 2002.3!              *  +                    !!         0    .    .         !
 2002.4!               +                      !!         .    .0   .         !
 2003.1!               +                      !!         .    .0   .         !
 2003.2!              *+                      !!         .  0 .    .         !
 2003.3!             *+                       !!         .  0 .    .         !
 2003.4!             +                        !!         .   0.    .         !
 2004.1!            *+                        !!         . 0  .    .         !
 2004.2!            +                         !!         .    0    .         !
 2004.3!            +                         !!         .   0.    .         !
 2004.4!             +                        !!         .    0    .         !
 2005.1!             +*                       !!         .    .0   .         !
 2005.2!             + *                      !!         .    .  0 .         !
 2005.3!               +                      !!         .    0    .         !
 2005.4!                +                     !!         .    . 0  .         !
 2006.1!              * +                     !!         . 0  .    .         !
 2006.2!              +*                      !!         .    . 0  .         !
 2006.3!               +                      !!         .    0    .         !
 2006.4!               +                      !!         .   0.    .         !
 2007.1!            * +                       !!         .0   .    .         !
 2007.2!             +                        !!         .    .0   .         !
 2007.3!             +                        !!         .   0.    .         !
 2007.4!             *+                       !!         .   0.    .         !
 2008.1!           * +                        !!        0.    .    .         !
 2008.2!           + *                        !!         .    .  0 .         !
 2008.3!             +                        !!         .   0.    .         !
 2008.4!             *+                       !!         .  0 .    .         !
 2009.1!          +                           !!         .   0.    .         !
 2009.2!       +  *                           !!         .    .    .0        !
 2009.3!        *+                            !!         .   0.    .         !
 2009.4!        +  *                          !!         .    .    .0        !
 2010.1!    *     +                           !! 0       .    .    .         !
 2010.2!     +*                               !!         .    .  0 .         !
 2010.3!      +                               !!         .    .0   .         !
 2010.4!      +  *                            !!         .    .    .0        !
 2011.1!        +  *                          !!         .    .   0.         !
 2011.2!        +                             !!         .    0    .         !
 2011.3!    * +                               !!         .0   .    .         !
 2011.4!  *  +                                !!        0.    .    .         !
 2012.1!    +*                                !!         .    .   0.         !
 2012.2!*    +                                !!   0     .    .    .         !
 2012.3*  +                                   !!       0 .    .    .         !
 2012.4! *+                                   !!         .  0 .    .         !


     32.45 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
@EQ  3031 LAAUKIN C LAUKIN(-1) PUKIN;SMPL 1966.1 2012.4;OLS;EST 3031 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFIIN=FIPX$/INPMM;                                                      
 GENR LAAFIIN=LOG(AAFIIN+.00001);                                             
 GENR LAFIIN=LOG(AFIIN+.00001);                                               
 LHS AAFIIN=EXP(LAAFIIN)-.00001;                                              
  EQ 3032 LAAFIIN C LAFIIN(-1) PFIIN;                                         
EQUATION 1606  LAAFIIN  
   RHS     C  LAFIIN(-1)  PFIIN  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1606 PLOT=0;END;                                                     

Equation number = 1606
**********************

Dependent variable = LAAFIIN 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.172531548

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.248866875       0.300954105  -4.14969     1.000000
15227 LAFIIN  ( -1)       0.703939167       0.055982012  12.57438    -5.160158
15225 PFIIN   (  0)      -0.287481037       0.192751942  -1.49146     1.013031

SE of equation            =     0.424430947
Sum of squared residuals  =  33.3262014      -0.615418827E-11
Average absolute error    =     0.307882239
Sum of ABS residuals      =  57.8818610    
R squared                 =   0.50120
Durbin-Watson statistic   =   2.24899
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                     *     +          !!          0.  .  .           !
 1966.2!                      *+              !!           .  0  .           !
 1966.3!                       +              !!           .  0  .           !
 1966.4!                       *+             !!           . 0.  .           !
 1967.1!                     *  +             !!           .0 .  .           !
 1967.2!                      +*              !!           .  0  .           !
 1967.3!                        +             !!           .  0  .           !
 1967.4!                         +*           !!           .  .0 .           !
 1968.1!                          +*          !!           .  .0 .           !
 1968.2!                           +          !!           .  0  .           !
 1968.3!                         * +          !!           . 0.  .           !
 1968.4!                         +   *        !!           .  . 0.           !
 1969.1!                            +         !!           .  0  .           !
 1969.2!                            +  *      !!           .  . 0.           !
 1969.3!                           *  +       !!           .0 .  .           !
 1969.4!                           +        * !!           .  .  .  0        !
 1970.1!                               * +    !!           .0 .  .           !
 1970.2!                              +*      !!           .  .0 .           !
 1970.3!                              +       !!           .  0  .           !
 1970.4!                             +*       !!           .  .0 .           !
 1971.1!                           * +        !!           . 0.  .           !
 1971.2!                          *+          !!           .  0  .           !
 1971.3!                           + *        !!           .  . 0.           !
 1971.4!                            +*        !!           .  0  .           !
 1972.1!                            + *       !!           .  .0 .           !
 1972.2!                             +        !!           .  0  .           !
 1972.3!                             +  *     !!           .  . 0.           !
 1972.4!                            *  +      !!           . 0.  .           !
 1973.1!                            +   *     !!           .  .  0           !
 1973.2!                               +      !!           .  0  .           !
 1973.3!                           *  +       !!           .0 .  .           !
 1973.4!                           +*         !!           .  .0 .           !
 1974.1!                           +  *       !!           .  .0 .           !
 1974.2!                            +*        !!           .  0  .           !
 1974.3!                            +*        !!           .  .0 .           !
 1974.4!                            +  *      !!           .  . 0.           !
 1975.1!                          *  +        !!           .0 .  .           !
 1975.2!                       * +            !!           .0 .  .           !
 1975.3!                      *+              !!           . 0.  .           !
 1975.4!                     * +              !!           . 0.  .           !
 1976.1!                      +     *         !!           .  .  .0          !
 1976.2!                      *    +          !!           0  .  .           !
 1976.3!                       +    *         !!           .  .  0           !
 1976.4!                          *+          !!           .  0  .           !
 1977.1!                        * +           !!           . 0.  .           !
 1977.2!                        +    *        !!           .  .  0           !
 1977.3!                           +*         !!           .  .0 .           !
 1977.4!                          *+          !!           . 0.  .           !
 1978.1!                         *+           !!           . 0.  .           !
 1978.2!                         + *          !!           .  .0 .           !
 1978.3!                         * +          !!           . 0.  .           !
 1978.4!                         + *          !!           .  .0 .           !
 1979.1!   *                      +           !0           .  .  .           !
 1979.2!          +               *           !!           .  .  .       0   !
 1979.3!                          +  *        !!           .  . 0.           !
 1979.4!                            +    *    !!           .  .  0           !
 1980.1!                              +    *  !!           .  .  0           !
 1980.2!                                +   * !!           .  .  0           !
 1980.3!                                 +    *!           .  .  0           !
 1980.4!                                  +  *!!           .  . 0.           !
 1981.1!                                  +   *!           .  .  0           !
 1981.2!                                  +*  !!           .  0  .           !
 1981.3!                               *+     !!           . 0.  .           !
 1981.4!                             +*       !!           .  .0 .           !
 1982.1!                             +       *!!           .  .  . 0         !
 1982.2!                                 +*   !!           .  .0 .           !
 1982.3!                               + *    !!           .  .0 .           !
 1982.4!                               + *    !!           .  . 0.           !
 1983.1!                        *      +      !!          0.  .  .           !
 1983.2!                        + *           !!           .  .0 .           !
 1983.3!                   *      +           !!         0 .  .  .           !
 1983.4!                     +      *         !!           .  .  . 0         !
 1984.1!                           *+         !!           . 0.  .           !
 1984.2!                        * +           !!           .0 .  .           !
 1984.3!                        +   *         !!           .  .  0           !
 1984.4!                           + *        !!           .  .0 .           !
 1985.1!                         *  +         !!           .0 .  .           !
 1985.2!                      *  +            !!           .0 .  .           !
 1985.3!                      *+              !!           .  0  .           !
 1985.4!              *        +              !!        0  .  .  .           !
 1986.1!                 +   *                !!           .  . 0.           !
 1986.2!                    * +               !!           . 0.  .           !
 1986.3!           *         +                !!       0   .  .  .           !
 1986.4!           *  +                       !!           .0 .  .           !
 1987.1!              +         *             !!           .  .  .  0        !
 1987.2!                        + *           !!           .  . 0.           !
 1987.3!                       * +            !!           . 0.  .           !
 1987.4!                       +              !!           .  0  .           !
 1988.1!                       + *            !!           .  . 0.           !
 1988.2!                         +            !!           .  0  .           !
 1988.3!                      * +             !!           .0 .  .           !
 1988.4!                     *+               !!           .  0  .           !
 1989.1!                     +*               !!           .  0  .           !
 1989.2!               *     +                !!          0.  .  .           !
 1989.3!                +     *               !!           .  .  0           !
 1989.4!                     +        *       !!           .  .  .  0        !
 1990.1!                      *    +          !!          0.  .  .           !
 1990.2!                     +    *           !!           .  .  0           !
 1990.3!                        +   *         !!           .  .  0           !
 1990.4!                          +      *    !!           .  .  .0          !
 1991.1!                           * +        !!           .0 .  .           !
 1991.2!                        *+            !!           .  0  .           !
 1991.3!                       *+             !!           . 0.  .           !
 1991.4!                      +    *          !!           .  .  0           !
 1992.1!                   *     +            !!          0.  .  .           !
 1992.2!                    + *               !!           .  . 0.           !
 1992.3!                      +               !!           .  0  .           !
 1992.4!                      +*              !!           .  .0 .           !
 1993.1!                   *   +              !!           0  .  .           !
 1993.2!                    +      *          !!           .  .  .0          !
 1993.3!                        * +           !!           . 0.  .           !
 1993.4!                     *  +             !!           .0 .  .           !
 1994.1!                      +          *    !!           .  .  .   0       !
 1994.2!                              +     * !!           .  .  .0          !
 1994.3!                             *  +     !!           .0 .  .           !
 1994.4!                     *     +          !!          0.  .  .           !
 1995.1!                     +   *            !!           .  . 0.           !
 1995.2!                        +             !!           .  0  .           !
 1995.3!                     * +              !!           . 0.  .           !
 1995.4!                    +        *        !!           .  .  . 0         !
 1996.1!                          +      *    !!           .  .  .0          !
 1996.2!                             +      * !!           .  .  .0          !
 1996.3!                          *     +     !!          0.  .  .           !
 1996.4!                      *  +            !!           . 0.  .           !
 1997.1!                    * +               !!           . 0.  .           !
 1997.2!                    *+                !!           .  0  .           !
 1997.3!                     +    *           !!           .  .  0           !
 1997.4!                         +       *    !!           .  .  . 0         !
 1998.1!                  *           +       !!       0   .  .  .           !
 1998.2!           *       +                  !!         0 .  .  .           !
 1998.3!              +           *           !!           .  .  .    0      !
 1998.4!                     *  +             !!           .0 .  .           !
 1999.1!                     +         *      !!           .  .  .  0        !
 1999.2!                   *        +         !!        0  .  .  .           !
 1999.3!                    +*                !!           .  .0 .           !
 1999.4!                     +*               !!           .  0  .           !
 2000.1!                       +      *       !!           .  .  . 0         !
 2000.2!                            +         !!           .  0  .           !
 2000.3!                          *+          !!           .  0  .           !
 2000.4!                          +   *       !!           .  .  0           !
 2001.1!                        *   +         !!           0  .  .           !
 2001.2!                        +  *          !!           .  . 0.           !
 2001.3!                          + *         !!           .  .0 .           !
 2001.4!                          +  *        !!           .  . 0.           !
 2002.1!                        *  +          !!           .0 .  .           !
 2002.2!                       *+             !!           . 0.  .           !
 2002.3!                  *    +              !!          0.  .  .           !
 2002.4!                   + *                !!           .  .0 .           !
 2003.1!                      +*              !!           .  .0 .           !
 2003.2!                       +       *      !!           .  .  . 0         !
 2003.3!                        *   +         !!           0  .  .           !
 2003.4!                       +*             !!           .  .0 .           !
 2004.1!                  *     +             !!          0.  .  .           !
 2004.2!                   +  *               !!           .  . 0.           !
 2004.3!                      +  *            !!           .  . 0.           !
 2004.4!                        +    *        !!           .  .  0           !
 2005.1!                     *     +          !!          0.  .  .           !
 2005.2!                     + *              !!           .  .0 .           !
 2005.3!                       +*             !!           .  .0 .           !
 2005.4!                        +    *        !!           .  .  0           !
 2006.1!                           +  *       !!           .  . 0.           !
 2006.2!                            +*        !!           .  .0 .           !
 2006.3!                          * +         !!           . 0.  .           !
 2006.4!                      *  +            !!           .0 .  .           !
 2007.1!                    * +               !!           . 0.  .           !
 2007.2!                   * +                !!           . 0.  .           !
 2007.3!                    +                 !!           .  0  .           !
 2007.4!                     + *              !!           .  . 0.           !
 2008.1!                      *+              !!           . 0.  .           !
 2008.2!                      +  *            !!           .  . 0.           !
 2008.3!                    *    +            !!           0  .  .           !
 2008.4!            *        +                !!        0  .  .  .           !
 2009.1!           *   +                      !!           .0 .  .           !
 2009.2!              +*                      !!           .  0  .           !
 2009.3!             *   +                    !!           .0 .  .           !
 2009.4!               * +                    !!           . 0.  .           !
 2010.1!            *     +                   !!          0.  .  .           !
 2010.2!         *     +                      !!          0.  .  .           !
 2010.3!        *    +                        !!          0.  .  .           !
 2010.4!           *+                         !!           . 0.  .           !
 2011.1!             * +                      !!           . 0.  .           !
 2011.2!     *          +                     !!       0   .  .  .           !
 2011.3!       *   +                          !!           0  .  .           !
 2011.4!     *      +                         !!          0.  .  .           !
 2012.1!           +*                         !!           .  .0 .           !
 2012.2*               +                      !!   0       .  .  .           !
 2012.3!      +    *                          !!           .  .  0           !
 2012.4*               +                      !!    0      .  .  .           !


     25.53 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASIN=ASPX$/INPMM;                                                      
 GENR LAAASIN=LOG(AAASIN+.00001);                                             
 GENR LAASIN=LOG(AASIN+.00001);                                               
 LHS AAASIN=EXP(LAAASIN)-.00001;                                              
  EQ 3033 LAAASIN C LAASIN(-1) PASIN;                                         
EQUATION 1607  LAAASIN  
   RHS     C  LAASIN(-1)  PASIN  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1607 PLOT=0;END;                                                     

Equation number = 1607
**********************

Dependent variable = LAAASIN 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.397245232

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.657943702       0.190811122  -3.44814     1.000000
15230 LAASIN  ( -1)       0.675774061       0.058171699  11.61689    -4.395532
15228 PASIN   (  0)      -0.654175203       0.190871566  -3.42731     1.175396

SE of equation            =     0.570382683
Sum of squared residuals  =  60.1872349      -0.548894263E-12
Average absolute error    =     0.435083626
Sum of ABS residuals      =  81.7957217    
R squared                 =   0.68642
Durbin-Watson statistic   =   2.16714
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                     +       *        !!         .    .    .  0      !
 1966.2!                   *      +           !!        0.    .    .         !
 1966.3!                 * +                  !!         .  0 .    .         !
 1966.4!                  +    *              !!         .    .   0.         !
 1967.1!             *        +               !!     0   .    .    .         !
 1967.2!                +    *                !!         .    .    0         !
 1967.3!               *     +                !!        0.    .    .         !
 1967.4!           *     +                    !!        0.    .    .         !
 1968.1!       *      +                       !!      0  .    .    .         !
 1968.2!           +  *                       !!         .    . 0  .         !
 1968.3!             *  +                     !!         . 0  .    .         !
 1968.4!        *       +                     !!       0 .    .    .         !
 1969.1!            *+                        !!         .   0.    .         !
 1969.2!               + *                    !!         .    . 0  .         !
 1969.3!                 * +                  !!         .   0.    .         !
 1969.4!                *  +                  !!         . 0  .    .         !
 1970.1!                  +*                  !!         .    .0   .         !
 1970.2!                    +  *              !!         .    .  0 .         !
 1970.3!                 *     +              !!        0.    .    .         !
 1970.4!                   + *                !!         .    . 0  .         !
 1971.1!                      +     *         !!         .    .    .0        !
 1971.2!                           +          !!         .    0    .         !
 1971.3!                          +*          !!         .    .0   .         !
 1971.4!                          +    *      !!         .    .    0         !
 1972.1!                         *   +        !!         .0   .    .         !
 1972.2!                    *   +             !!         .0   .    .         !
 1972.3!                   * +                !!         .  0 .    .         !
 1972.4!                   + *                !!         .    . 0  .         !
 1973.1!                 *  +                 !!         .  0 .    .         !
 1973.2!                *+                    !!         .   0.    .         !
 1973.3!                *+                    !!         .   0.    .         !
 1973.4!                +     *               !!         .    .    .0        !
 1974.1!                   *+                 !!         .   0.    .         !
 1974.2!                *  +                  !!         . 0  .    .         !
 1974.3!                *+                    !!         .   0.    .         !
 1974.4!                  +                   !!         .    0    .         !
 1975.1!                   +       *          !!         .    .    .  0      !
 1975.2!                      *  +            !!         . 0  .    .         !
 1975.3!                   *  +               !!         . 0  .    .         !
 1975.4!                   *+                 !!         .    0    .         !
 1976.1!            *       +                 !!      0  .    .    .         !
 1976.2!               +  *                   !!         .    .  0 .         !
 1976.3!                   +*                 !!         .    .0   .         !
 1976.4!                     +                !!         .    0    .         !
 1977.1!                    * +               !!         .   0.    .         !
 1977.2!                     +                !!         .    0    .         !
 1977.3!                    * +               !!         .   0.    .         !
 1977.4!                     +  *             !!         .    . 0  .         !
 1978.1!                   *   +              !!         0    .    .         !
 1978.2!                    + *               !!         .    .0   .         !
 1978.3!                   *  +               !!         . 0  .    .         !
 1978.4!                     +*               !!         .    .0   .         !
 1979.1!                       +*             !!         .    .0   .         !
 1979.2!                    *  +              !!         . 0  .    .         !
 1979.3!                     +                !!         .    .0   .         !
 1979.4!                      +       *       !!         .    .    .  0      !
 1980.1!                           +   *      !!         .    .   0.         !
 1980.2!                             +*       !!         .    .0   .         !
 1980.3!                            +*        !!         .    . 0  .         !
 1980.4!                     *     +          !!         0    .    .         !
 1981.1!                      +     *         !!         .    .    .0        !
 1981.2!                         *+           !!         .    0    .         !
 1981.3!                       *+             !!         .   0.    .         !
 1981.4!                  *   +               !!         .0   .    .         !
 1982.1!                   + *                !!         .    .0   .         !
 1982.2!                     +       *        !!         .    .    .  0      !
 1982.3!                           +          !!         .    0    .         !
 1982.4!                         +*           !!         .    .0   .         !
 1983.1!                       * +            !!         .  0 .    .         !
 1983.2!                *      +              !!        0.    .    .         !
 1983.3!                  +  *                !!         .    .  0 .         !
 1983.4!                      +   *           !!         .    .   0.         !
 1984.1!                        *+            !!         .   0.    .         !
 1984.2!                       *+             !!         .   0.    .         !
 1984.3!                       +         *    !!         .    .    .    0    !
 1984.4!                             +  *     !!         .    . 0  .         !
 1985.1!                           * +        !!         .  0 .    .         !
 1985.2!                          +  *        !!         .    .  0 .         !
 1985.3!                        *   +         !!         . 0  .    .         !
 1985.4!                         + *          !!         .    . 0  .         !
 1986.1!                          +     *     !!         .    .    0         !
 1986.2!                           * +        !!         . 0  .    .         !
 1986.3!                          +   *       !!         .    .   0.         !
 1986.4!                            +    *    !!         .    .    0         !
 1987.1!                           *  +       !!         . 0  .    .         !
 1987.2!                           +      *   !!         .    .    .  0      !
 1987.3!                              *+      !!         .  0 .    .         !
 1987.4!                            +   *     !!         .    .   0.         !
 1988.1!                              +    *  !!         .    .    0         !
 1988.2!                          *    +      !!         0    .    .         !
 1988.3!                         +*           !!         .    .0   .         !
 1988.4!                         +       *    !!         .    .    .  0      !
 1989.1!                  *          +        !!   0     .    .    .         !
 1989.2!                  +              *    !!         .    .    .         0
 1989.3!                            + *       !!         .    . 0  .         !
 1989.4!                     *    +           !!         0    .    .         !
 1990.1!                     +         *      !!         .    .    .    0    !
 1990.2!                           +     *    !!         .    .    0         !
 1990.3!                          *  +        !!         . 0  .    .         !
 1990.4!                         +  *         !!         .    . 0  .         !
 1991.1!                           +          !!         .    0    .         !
 1991.2!                        * +           !!         .  0 .    .         !
 1991.3!                      * +             !!         .  0 .    .         !
 1991.4!                    *  +              !!         . 0  .    .         !
 1992.1!               *     +                !!       0 .    .    .         !
 1992.2!                 +*                   !!         .    0    .         !
 1992.3!      *             +                 !!0        .    .    .         !
 1992.4!            +            *            !!         .    .    .       0 !
 1993.1!                         +  *         !!         .    .  0 .         !
 1993.2!                          *+          !!         .   0.    .         !
 1993.3!                   *     +            !!        0.    .    .         !
 1993.4!                     +        *       !!         .    .    .   0     !
 1994.1!                            +     *   !!         .    .    .0        !
 1994.2!                               +*     !!         .    .0   .         !
 1994.3!                             +        !!         .    0    .         !
 1994.4!                 *         +          !!    0    .    .    .         !
 1995.1!                   +       *          !!         .    .    .  0      !
 1995.2!                          +           !!         .   0.    .         !
 1995.3!                         +*           !!         .    0    .         !
 1995.4!                         +        *   !!         .    .    .   0     !
 1996.1!                               +   *  !!         .    .   0.         !
 1996.2!                             *  +     !!         . 0  .    .         !
 1996.3!                            +    *    !!         .    .    0         !
 1996.4!                               +    * !!         .    .    0         !
 1997.1!                                +     *!         .    .    .0        !
 1997.2!                                  +  *!!         .    .  0 .         !
 1997.3!                       *         +    !!     0   .    .    .         !
 1997.4!                        +             !!         .    .0   .         !
 1998.1!                       *+             !!         .   0.    .         !
 1998.2!                        +*            !!         .    .0   .         !
 1998.3!                         +            !!         .    0    .         !
 1998.4!                         +     *      !!         .    .    .0        !
 1999.1!                             +  *     !!         .    .  0 .         !
 1999.2!                          *  +        !!         . 0  .    .         !
 1999.3!                         +     *      !!         .    .    0         !
 1999.4!                             +*       !!         .    .0   .         !
 2000.1!                           * +        !!         .  0 .    .         !
 2000.2!                          +           !!         .    0    .         !
 2000.3!                          +     *     !!         .    .    .0        !
 2000.4!                              + *     !!         .    . 0  .         !
 2001.1!                           * +        !!         . 0  .    .         !
 2001.2!                          +  *        !!         .    .  0 .         !
 2001.3!                            +*        !!         .    . 0  .         !
 2001.4!                            +*        !!         .    . 0  .         !
 2002.1!                          *+          !!         .   0.    .         !
 2002.2!                         +    *       !!         .    .    0         !
 2002.3!                        *   +         !!         .0   .    .         !
 2002.4!                   *    +             !!         0    .    .         !
 2003.1!                   * +                !!         .  0 .    .         !
 2003.2!                     +                !!         .    0    .         !
 2003.3!          *           +               !!   0     .    .    .         !
 2003.4!           *   +                      !!         . 0  .    .         !
 2004.1!           *   +                      !!         .0   .    .         !
 2004.2!    *         +                       !!   0     .    .    .         !
 2004.3!         +*                           !!         .    0    .         !
 2004.4!             *+                       !!         .   0.    .         !
 2005.1!    *           +                     !!   0     .    .    .         !
 2005.2!         + *                          !!         .    . 0  .         !
 2005.3!            * +                       !!         .   0.    .         !
 2005.4!        *      +                      !!       0 .    .    .         !
 2006.1!           +    *                     !!         .    .    0         !
 2006.2!                 +    *               !!         .    .    0         !
 2006.3!        *            +                !!  0      .    .    .         !
 2006.4!           +*                         !!         .    .0   .         !
 2007.1!         *   +                        !!         0    .    .         !
 2007.2!        *  +                          !!         . 0  .    .         !
 2007.3!      *   +                           !!         0    .    .         !
 2007.4!         + *                          !!         .    .0   .         !
 2008.1!       *     +                        !!        0.    .    .         !
 2008.2!*        +                            !!      0  .    .    .         !
 2008.3!   *+                                 !!         .    0    .         !
 2008.4!      + *                             !!         .    . 0  .         !
 2009.1!         +           *                !!         .    .    .      0  !
 2009.2!                 *+                   !!         .   0.    .         !
 2009.3!     *          +                     !!   0     .    .    .         !
 2009.4!        +                             !!         .    0    .         !
 2010.1!   *      +                           !!        0.    .    .         !
 2010.2*    +                                 !!         0    .    .         !
 2010.3! +                                    !!         .    0    .         !
 2010.4!  +   *                               !!         .    .   0.         !
 2011.1*      +                               !!       0 .    .    .         !
 2011.2+*                                     !!         .    .0   .         !
 2011.3!+                                     !!         .    0    .         !
 2011.4!+ *                                   !!         .    . 0  .         !
 2012.1!  +   *                               !!         .    .  0 .         !
 2012.2!   *+                                 !!         .   0.    .         !
 2012.3!   +       *                          !!         .    .    .  0      !
 2012.4!         +        *                   !!         .    .    .   0     !


     31.38 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@@EQ 3034 LAASOIN C LASOIN(-1) PSOIN;SMPL 1994.3 2012.4;OLS;EST 3034 PLOT=0;EN
@@EQ 3035 LAAKOIN C LAKOIN(-1) PKOIN;SMPL 1991.3 2012.4;OLS;EST 3035 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEIN=BEPX$Q/INPMM;                                                     
 GENR LAABEIN=LOG(AABEIN+.00001);                                             
 GENR LABEIN=LOG(ABEIN+.00001);                                               
 LHS AABEIN=EXP(LAABEIN)-.00001;                                              
  EQ 3036 LAABEIN C LABEIN(-1) PBEIN;                                         
EQUATION 1608  LAABEIN  
   RHS     C  LABEIN(-1)  PBEIN  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1608 PLOT=0;END;                                                     

Equation number = 1608
**********************

Dependent variable = LAABEIN 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.931257431

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.735585034       0.165214840  -4.45229     1.000000
15233 LABEIN  ( -1)       0.647257728       0.058203718  11.12056    -3.919092
15231 PBEIN   (  0)      -0.633690588       0.126224576  -5.02034     1.039955

SE of equation            =     0.227288394
Sum of squared residuals  =  9.55710262       0.161510805E-10
Average absolute error    =     0.176028058
Sum of ABS residuals      =  33.0932749    
R squared                 =   0.71006
Durbin-Watson statistic   =   2.26000
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                 +    *!         .    .    .0        !
 1966.2!                            *      +  !!    0    .    .    .         !
 1966.3!                            *+        !!         .   0.    .         !
 1966.4!                        *   +         !!       0 .    .    .         !
 1967.1!                        * +           !!         .  0 .    .         !
 1967.2!                          +*          !!         .    . 0  .         !
 1967.3!                            +         !!         .    0    .         !
 1967.4!                           * +        !!         . 0  .    .         !
 1968.1!                           *+         !!         .  0 .    .         !
 1968.2!                            +         !!         .    0    .         !
 1968.3!                             +        !!         .    0    .         !
 1968.4!                             +        !!         .   0.    .         !
 1969.1!                             +*       !!         .    .0   .         !
 1969.2!                           *  +       !!         .0   .    .         !
 1969.3!                             +*       !!         .    . 0  .         !
 1969.4!                              +   *   !!         .    .    0         !
 1970.1!                             *  +     !!         0    .    .         !
 1970.2!                              +       *!         .    .    .      0  !
 1970.3!                                  *+  !!         .  0 .    .         !
 1970.4!                                +    *!!         .    .    .0        !
 1971.1!                             *    +   !!      0  .    .    .         !
 1971.2!                        *     +       !!      0  .    .    .         !
 1971.3!                        *  +          !!         .0   .    .         !
 1971.4!                      *   +           !!         0    .    .         !
 1972.1!                        *+            !!         .  0 .    .         !
 1972.2!                    *     +           !!      0  .    .    .         !
 1972.3!                       +  *           !!         .    .   0.         !
 1972.4!                            +     *   !!         .    .    .   0     !
 1973.1!                                 +*   !!         .    . 0  .         !
 1973.2!                                +*    !!         .    . 0  .         !
 1973.3!                              * +     !!         . 0  .    .         !
 1973.4!                           * +        !!         .0   .    .         !
 1974.1!                            + *       !!         .    .   0.         !
 1974.2!                           *  +       !!         .0   .    .         !
 1974.3!                           *+         !!         .   0.    .         !
 1974.4!                      *     +         !!       0 .    .    .         !
 1975.1!                        *+            !!         .  0 .    .         !
 1975.2!                          +      *    !!         .    .    .    0    !
 1975.3!                                +*    !!         .    .0   .         !
 1975.4!                          *     +     !!      0  .    .    .         !
 1976.1!                        *  +          !!         0    .    .         !
 1976.2!                          + *         !!         .    .  0 .         !
 1976.3!                          * +         !!         .0   .    .         !
 1976.4!                         *+           !!         .  0 .    .         !
 1977.1!                          +           !!         .    0    .         !
 1977.2!                     *    +           !!       0 .    .    .         !
 1977.3!                        +  *          !!         .    .    0         !
 1977.4!                           +          !!         .    0    .         !
 1978.1!                           +  *       !!         .    .  0 .         !
 1978.2!                        *    +        !!       0 .    .    .         !
 1978.3!                          + *         !!         .    .  0 .         !
 1978.4!                       *    +         !!        0.    .    .         !
 1979.1!                        +  *          !!         .    .  0 .         !
 1979.2!                      *   +           !!         0    .    .         !
 1979.3!                        +    *        !!         .    .    . 0       !
 1979.4!                            +     *   !!         .    .    .   0     !
 1980.1!                                + *   !!         .    .  0 .         !
 1980.2!                                +   * !!         .    .    0         !
 1980.3!                                 +    !!         .   0.    .         !
 1980.4!                               +      !!         .    0    .         !
 1981.1!                               +    * !!         .    .    .0        !
 1981.2!                                  +   !!         .    0    .         !
 1981.3!                                *+    !!         .   0.    .         !
 1981.4!                              *+      !!         .   0.    .         !
 1982.1!                               +      !!         .    .0   .         !
 1982.2!                               +      !!         .    0    .         !
 1982.3!                          *     +     !!      0  .    .    .         !
 1982.4!                        *   +         !!        0.    .    .         !
 1983.1!                          +    *      !!         .    .    .0        !
 1983.2!                           *   +      !!         0    .    .         !
 1983.3!                      *      +        !!    0    .    .    .         !
 1983.4!                          + *         !!         .    . 0  .         !
 1984.1!                           *  +       !!         .0   .    .         !
 1984.2!                            *+        !!         .   0.    .         !
 1984.3!                              +       !!         .    0    .         !
 1984.4!                               +*     !!         .    . 0  .         !
 1985.1!                               *+     !!         .  0 .    .         !
 1985.2!                            *  +      !!         0    .    .         !
 1985.3!                             +  *     !!         .    .  0 .         !
 1985.4!                           *    +     !!        0.    .    .         !
 1986.1!                             +   *    !!         .    .    . 0       !
 1986.2!                               +  *   !!         .    .   0.         !
 1986.3!                              *+      !!         .   0.    .         !
 1986.4!                          * +         !!         . 0  .    .         !
 1987.1!                          +           !!         .    0    .         !
 1987.2!                          +    *      !!         .    .    .0        !
 1987.3!                           *  +       !!         .0   .    .         !
 1987.4!                           +          !!         .    0    .         !
 1988.1!                           +          !!         .    .0   .         !
 1988.2!                       *   +          !!        0.    .    .         !
 1988.3!                         +    *       !!         .    .    . 0       !
 1988.4!                     *       +        !!   0     .    .    .         !
 1989.1!                       + *            !!         .    . 0  .         !
 1989.2!                        +*            !!         .    . 0  .         !
 1989.3!                        +             !!         .    0    .         !
 1989.4!                      * +             !!         .  0 .    .         !
 1990.1!                      +      *        !!         .    .    .   0     !
 1990.2!                          + *         !!         .    . 0  .         !
 1990.3!                         +     *      !!         .    .    .  0      !
 1990.4!                             + *      !!         .    .  0 .         !
 1991.1!                          *  +        !!         .0   .    .         !
 1991.2!                         +  *         !!         .    .   0.         !
 1991.3!                     *     +          !!     0   .    .    .         !
 1991.4!                      +        *      !!         .    .    .       0 !
 1992.1!                         *  +         !!         0    .    .         !
 1992.2!                        + *           !!         .    . 0  .         !
 1992.3!                    *    +            !!        0.    .    .         !
 1992.4!                     +    *           !!         .    .    . 0       !
 1993.1!                        +             !!         .   0.    .         !
 1993.2!                       +              !!         .    0    .         !
 1993.3!                       +*             !!         .    .0   .         !
 1993.4!                        +   *         !!         .    .    .0        !
 1994.1!                          +  *        !!         .    .   0.         !
 1994.2!                           +      *   !!         .    .    .    0    !
 1994.3!                          *  +        !!         0    .    .         !
 1994.4!                        +*            !!         .    .0   .         !
 1995.1!                       +     *        !!         .    .    .  0      !
 1995.2!                           +  *       !!         .    .    0         !
 1995.3!                            +*        !!         .    .0   .         !
 1995.4!                          + *         !!         .    . 0  .         !
 1996.1!                          +           !!         .    0    .         !
 1996.2!                         + *          !!         .    .  0 .         !
 1996.3!                         *+           !!         . 0  .    .         !
 1996.4!                       * +            !!         . 0  .    .         !
 1997.1!                        +      *      !!         .    .    .    0    !
 1997.2!                            * +       !!         . 0  .    .         !
 1997.3!                            +    *    !!         .    .    . 0       !
 1997.4!                               +      !!         .    .0   .         !
 1998.1!                              +    *  !!         .    .    . 0       !
 1998.2!                               +    * !!         .    .    .0        !
 1998.3!                               +     *!!         .    .    .  0      !
 1998.4!                             *  +     !!         .0   .    .         !
 1999.1!                           + *        !!         .    . 0  .         !
 1999.2!                        * +           !!         . 0  .    .         !
 1999.3!                        +         *   !!         .    .    .        0!
 1999.4!                                +*    !!         .    . 0  .         !
 2000.1!                             * +      !!         . 0  .    .         !
 2000.2!                            *+        !!         .   0.    .         !
 2000.3!                            +         !!         .    0    .         !
 2000.4!                             +   *    !!         .    .    .0        !
 2001.1!                              *+      !!         .  0 .    .         !
 2001.2!                          *  +        !!         0    .    .         !
 2001.3!                        * +           !!         . 0  .    .         !
 2001.4!                        +             !!         .    0    .         !
 2002.1!                         + *          !!         .    .   0.         !
 2002.2!                           +          !!         .    0    .         !
 2002.3!                         *+           !!         .   0.    .         !
 2002.4!                         +            !!         .   0.    .         !
 2003.1!                         +   *        !!         .    .    .0        !
 2003.2!                          *+          !!         .   0.    .         !
 2003.3!                        *+            !!         .   0.    .         !
 2003.4!                       +*             !!         .    0    .         !
 2004.1!                       +*             !!         .    .0   .         !
 2004.2!                       +  *           !!         .    .   0.         !
 2004.3!                        +*            !!         .    .0   .         !
 2004.4!                        +*            !!         .    . 0  .         !
 2005.1!                     * +              !!         .0   .    .         !
 2005.2!                    + *               !!         .    .  0 .         !
 2005.3!                     +*               !!         .    .0   .         !
 2005.4!                     *+               !!         .   0.    .         !
 2006.1!                    *+                !!         .  0 .    .         !
 2006.2!                   + *                !!         .    .  0 .         !
 2006.3!                    +*                !!         .    .0   .         !
 2006.4!                  *  +                !!         . 0  .    .         !
 2007.1!                  +                   !!         .    0    .         !
 2007.2!                *+                    !!         .   0.    .         !
 2007.3!              * +                     !!         . 0  .    .         !
 2007.4!               + *                    !!         .    .  0 .         !
 2008.1!              *  +                    !!         0    .    .         !
 2008.2!               +    *                 !!         .    .    .  0      !
 2008.3!             *     +                  !!     0   .    .    .         !
 2008.4!               +  *                   !!         .    .    0         !
 2009.1!                 + *                  !!         .    .  0 .         !
 2009.2!             *   +                    !!         0    .    .         !
 2009.3!              +                       !!         .    .0   .         !
 2009.4!              *+                      !!         .  0 .    .         !
 2010.1!            *  +                      !!         .0   .    .         !
 2010.2!             + *                      !!         .    .  0 .         !
 2010.3!               +*                     !!         .    . 0  .         !
 2010.4!             * +                      !!         .0   .    .         !
 2011.1!              +                       !!         .    0    .         !
 2011.2!           * +                        !!         . 0  .    .         !
 2011.3!           *+                         !!         .   0.    .         !
 2011.4!     *      +                         !!    0    .    .    .         !
 2012.1!        *+                            !!         .   0.    .         !
 2012.2!  *      +                            !!   0     .    .    .         !
 2012.3!      +*                              !!         .    .0   .         !
 2012.4*          +                           !0         .    .    .         !


     30.32 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDEIN=DEPX$Q/INPMM;                                                     
 GENR LAADEIN=LOG(AADEIN+.00001);                                             
 GENR LADEIN=LOG(ADEIN+.00001);                                               
 LHS AADEIN=EXP(LAADEIN)-.00001;                                              
  EQ 3037 LAADEIN C LADEIN(-1) PDEIN;                                         
EQUATION 1609  LAADEIN  
   RHS     C  LADEIN(-1)  PDEIN  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1609 PLOT=0;END;                                                     

Equation number = 1609
**********************

Dependent variable = LAADEIN 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.018924623

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.511907092       0.195131123  -2.62340     1.000000
15236 LADEIN  ( -1)       0.811873053       0.046086423  17.61632    -5.013972
15234 PDEIN   (  0)      -0.405592272       0.184032586  -2.20392     1.075733

SE of equation            =     0.266634783
Sum of squared residuals  =  13.1524099       0.104707354E-10
Average absolute error    =     0.196094056
Sum of ABS residuals      =  36.8656826    
R squared                 =   0.75341
Durbin-Watson statistic   =   2.20463
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                 *+                   !!          .  0.   .          !
 1966.2!                 +   *                !!          .   .  0.          !
 1966.3!                     +*               !!          .   .0  .          !
 1966.4!                     +     *          !!          .   .   .0         !
 1967.1!                          +      *    !!          .   .   .0         !
 1967.2!                *             +       !!  0       .   .   .          !
 1967.3!                 +        *           !!          .   .   .  0       !
 1967.4!                         + *          !!          .   . 0 .          !
 1968.1!                         * +          !!          .  0.   .          !
 1968.2!                         +            !!          .   0   .          !
 1968.3!                         +            !!          .   0   .          !
 1968.4!                        +     *       !!          .   .   .0         !
 1969.1!                         *   +        !!          0   .   .          !
 1969.2!                        +     *       !!          .   .   .0         !
 1969.3!                           * +        !!          . 0 .   .          !
 1969.4!               *          +           !!     0    .   .   .          !
 1970.1!                 +    *               !!          .   .   0          !
 1970.2!                     *+               !!          .  0.   .          !
 1970.3!                     +*               !!          .   .0  .          !
 1970.4!                    * +               !!          . 0 .   .          !
 1971.1!                     +                !!          .   0   .          !
 1971.2!                      +        *      !!          .   .   .   0      !
 1971.3!                         *    +       !!          0   .   .          !
 1971.4!                     *   +            !!          .0  .   .          !
 1972.1!                    *+                !!          .  0.   .          !
 1972.2!                  *  +                !!          .0  .   .          !
 1972.3!                   +                  !!          .   0   .          !
 1972.4!                *   +                 !!          .0  .   .          !
 1973.1!                *+                    !!          . 0 .   .          !
 1973.2!             *   +                    !!          .0  .   .          !
 1973.3!             * +                      !!          . 0 .   .          !
 1973.4!              + *                     !!          .   . 0 .          !
 1974.1!                  +  *                !!          .   .  0.          !
 1974.2!                  *   +               !!          .0  .   .          !
 1974.3!                   +*                 !!          .   0   .          !
 1974.4!                *   +                 !!          0   .   .          !
 1975.1!             *   +                    !!          0   .   .          !
 1975.2!              +  *                    !!          .   . 0 .          !
 1975.3!                 *+                   !!          .  0.   .          !
 1975.4!                  +*                  !!          .   .0  .          !
 1976.1!                 *  +                 !!          .0  .   .          !
 1976.2!                 +  *                 !!          .   . 0 .          !
 1976.3!                    +                 !!          .   0   .          !
 1976.4!                  * +                 !!          . 0 .   .          !
 1977.1!                  +  *                !!          .   . 0 .          !
 1977.2!                 *   +                !!          .0  .   .          !
 1977.3!                 +    *               !!          .   .   0          !
 1977.4!                  *   +               !!          .0  .   .          !
 1978.1!                *  +                  !!          . 0 .   .          !
 1978.2!                *+                    !!          .  0.   .          !
 1978.3!                 +                    !!          .   0   .          !
 1978.4!                * +                   !!          .  0.   .          !
 1979.1!                 +        *           !!          .   .   .   0      !
 1979.2!                         +       *    !!          .   .   .  0       !
 1979.3!                               +  *   !!          .   . 0 .          !
 1979.4!                           *   +      !!          .0  .   .          !
 1980.1!                           + *        !!          .   . 0 .          !
 1980.2!                            +         !!          .   0   .          !
 1980.3!                           +    *     !!          .   .   0          !
 1980.4!                               +      !!          .   0   .          !
 1981.1!                              +    *  !!          .   .   0          !
 1981.2!                              *  +    !!          . 0 .   .          !
 1981.3!                           * +        !!          . 0 .   .          !
 1981.4!                  *       +           !!       0  .   .   .          !
 1982.1!                    +                 *!          .   .   .          0
 1982.2!                                   +  *!          .   . 0 .          !
 1982.3!                                *  +  !!          . 0 .   .          !
 1982.4!                            *  +      !!          .0  .   .          !
 1983.1!                           + *        !!          .   .0  .          !
 1983.2!                         *  +         !!          .0  .   .          !
 1983.3!                        *+            !!          .  0.   .          !
 1983.4!                        +   *         !!          .   .  0.          !
 1984.1!                            +*        !!          .   .0  .          !
 1984.2!                            +      *  !!          .   .   .0         !
 1984.3!                                  +*  !!          .   . 0 .          !
 1984.4!                                * +   !!          .  0.   .          !
 1985.1!                      *        +      !!      0   .   .   .          !
 1985.2!                *      +              !!         0.   .   .          !
 1985.3!                  +       *           !!          .   .   .  0       !
 1985.4!                          +   *       !!          .   .  0.          !
 1986.1!                            *+        !!          .  0.   .          !
 1986.2!                           +    *     !!          .   .   0          !
 1986.3!                             +        !!          .   0   .          !
 1986.4!                          + *         !!          .   . 0 .          !
 1987.1!                         *+           !!          .  0.   .          !
 1987.2!                        +    *        !!          .   .   .0         !
 1987.3!                            +    *    !!          .   .   .0         !
 1987.4!                               +      !!          .   0   .          !
 1988.1!                             +    *   !!          .   .   0          !
 1988.2!                               +      !!          .  0.   .          !
 1988.3!               *             +        !!   0      .   .   .          !
 1988.4!                +       *             !!          .   .   . 0        !
 1989.1!                       +*             !!          .   .0  .          !
 1989.2!                      +  *            !!          .   . 0 .          !
 1989.3!                       +      *       !!          .   .   . 0        !
 1989.4!                           +          !!          .   0   .          !
 1990.1!                        *+            !!          .  0.   .          !
 1990.2!                      +*              !!          .   .0  .          !
 1990.3!                     +     *          !!          .   .   .0         !
 1990.4!                         +            !!          .   0   .          !
 1991.1!                     *  +             !!          .0  .   .          !
 1991.2!                    +    *            !!          .   .   0          !
 1991.3!                       +    *         !!          .   .   0          !
 1991.4!                         *+           !!          .   0   .          !
 1992.1!                      * +             !!          . 0 .   .          !
 1992.2!                   * +                !!          .  0.   .          !
 1992.3!                  + *                 !!          .   .0  .          !
 1992.4!                   +*                 !!          .   .0  .          !
 1993.1!                   +           *      !!          .   .   .     0    !
 1993.2!                            +  *      !!          .   . 0 .          !
 1993.3!                             +        !!          .   0   .          !
 1993.4!                         *+           !!          .  0.   .          !
 1994.1!                       +    *         !!          .   .   0          !
 1994.2!                         +            !!          .  0.   .          !
 1994.3!                       + *            !!          .   . 0 .          !
 1994.4!                *      +              !!        0 .   .   .          !
 1995.1!                +         *           !!          .   .   .   0      !
 1995.2!                       *+             !!          .  0.   .          !
 1995.3!                      + *             !!          .   .0  .          !
 1995.4!                     *+               !!          .  0.   .          !
 1996.1!                    +*                !!          .   .0  .          !
 1996.2!                    *+                !!          .   0   .          !
 1996.3!                  * +                 !!          . 0 .   .          !
 1996.4!                  +    *              !!          .   .   0          !
 1997.1!               *      +               !!        0 .   .   .          !
 1997.2!              * +                     !!          . 0 .   .          !
 1997.3!              *+                      !!          .  0.   .          !
 1997.4!              *+                      !!          .  0.   .          !
 1998.1!        *      +                      !!        0 .   .   .          !
 1998.2!      *  +                            !!          .0  .   .          !
 1998.3!     *  +                             !!          . 0 .   .          !
 1998.4!     * +                              !!          . 0 .   .          !
 1999.1!       +        *                     !!          .   .   .  0       !
 1999.2!               +                      !!          .   0   .          !
 1999.3!              * +                     !!          .  0.   .          !
 1999.4!            *  +                      !!          . 0 .   .          !
 2000.1!              + *                     !!          .   .0  .          !
 2000.2!                 +                    !!          .   0   .          !
 2000.3!              *   +                   !!          .0  .   .          !
 2000.4!            *   +                     !!          .0  .   .          !
 2001.1!             + *                      !!          .   .0  .          !
 2001.2!             *  +                     !!          . 0 .   .          !
 2001.3!            * +                       !!          .  0.   .          !
 2001.4!          *  +                        !!          .0  .   .          !
 2002.1!            +  *                      !!          .   .  0.          !
 2002.2!                +*                    !!          .   .0  .          !
 2002.3!               * +                    !!          . 0 .   .          !
 2002.4!               +                      !!          .   0   .          !
 2003.1!               +                      !!          .   0   .          !
 2003.2!              *+                      !!          .  0.   .          !
 2003.3!              +                       !!          .   0   .          !
 2003.4!             *+                       !!          .   0   .          !
 2004.1!             +   *                    !!          .   .  0.          !
 2004.2!                + *                   !!          .   . 0 .          !
 2004.3!                 +*                   !!          .   .0  .          !
 2004.4!                 +*                   !!          .   .0  .          !
 2005.1!                 +*                   !!          .   0   .          !
 2005.2!                *+                    !!          .  0.   .          !
 2005.3!               +   *                  !!          .   .  0.          !
 2005.4!           *       +                  !!        0 .   .   .          !
 2006.1!         * +                          !!          . 0 .   .          !
 2006.2!       * +                            !!          . 0 .   .          !
 2006.3!*       +                             !!       0  .   .   .          !
 2006.4*   +                                  !!          .0  .   .          !
 2007.1!  +*                                  !!          .   .0  .          !
 2007.2!     +     *                          !!          .   .   . 0        !
 2007.3!       *    +                         !!          0   .   .          !
 2007.4!        +  *                          !!          .   .  0.          !
 2008.1!        *   +                         !!          .0  .   .          !
 2008.2!         +*                           !!          .   .0  .          !
 2008.3!       *  +                           !!          .0  .   .          !
 2008.4!*       +                             !!       0  .   .   .          !
 2009.1!  +*                                  !!          .   0   .          !
 2009.2!   +                                  !!          .   0   .          !
 2009.3!   *+                                 !!          .  0.   .          !
 2009.4!     +  *                             !!          .   .  0.          !
 2010.1!     *   +                            !!          .0  .   .          !
 2010.2!    *  +                              !!          . 0 .   .          !
 2010.3!    * +                               !!          . 0 .   .          !
 2010.4!    *+                                !!          .  0.   .          !
 2011.1!      +  *                            !!          .   .  0.          !
 2011.2!     *   +                            !!          .0  .   .          !
 2011.3!    * +                               !!          . 0 .   .          !
 2011.4!      +*                              !!          .   .0  .          !
 2012.1!     *  +                             !!          . 0 .   .          !
 2012.2!   *  +                               !!          .0  .   .          !
 2012.3!    *+                                !!          .  0.   .          !
 2012.4!   * +                                !!          . 0 .   .          !


     23.94 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOIN=NOPX$Q/INPMM;                                                     
 GENR LAANOIN=LOG(AANOIN+.00001);                                             
 GENR LANOIN=LOG(ANOIN+.00001);                                               
 LHS AANOIN=EXP(LAANOIN)-.00001;                                              
  EQ 3038 LAANOIN C LANOIN(-1) PNOIN;                                         
EQUATION 1610  LAANOIN  
   RHS     C  LANOIN(-1)  PNOIN  
 SMPL 1972.1 2012.4;                                                          
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
 OLS;EST 1610 PLOT=0;END;                                                     

Equation number = 1610
**********************

Dependent variable = LAANOIN 

 1972.1 -   2012.4,    0 missing obs.,  164 obs. used.

Mean of dependent variable       -6.605997694

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.911637722       0.403056585  -7.22389     1.000000
15239 LANOIN  ( -1)       0.434884021       0.070650191   6.15545    -6.585330
15237 PNOIN   (  0)      -0.875934375       0.197593534  -4.43301     0.948136

SE of equation            =     0.700327816
Sum of squared residuals  =  78.9639069      -0.940580946E-12
Average absolute error    =     0.566311442
Sum of ABS residuals      =  92.8750765    
R squared                 =   0.42666
Durbin-Watson statistic   =   2.11900
SMPL and No. Obs.         = 1972.1   2012.4    164

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.1!                          +    *      !!         .    .  0 .         !
 1972.2!                          +    *      !!         .    .   0.         !
 1972.3!                        * +           !!         .   0.    .         !
 1972.4!                       +              !!         .    0    .         !
 1973.1!                      +               !!         .    0    .         !
 1973.2!                     +           *    !!         .    .    .   0     !
 1973.3!                         *+           !!         .   0.    .         !
 1973.4!                       +    *         !!         .    .   0.         !
 1974.1!                        +   *         !!         .    .  0 .         !
 1974.2!                        +*            !!         .    .0   .         !
 1974.3!                      +               !!         .    0    .         !
 1974.4!                     +                !!         .    0    .         !
 1975.1!                    +        *        !!         .    .    . 0       !
 1975.2!                   *    +             !!         .0   .    .         !
 1975.3!                    + *               !!         .    . 0  .         !
 1975.4!                     + *              !!         .    .0   .         !
 1976.1!              *       +               !!        0.    .    .         !
 1976.2!                  +  *                !!         .    . 0  .         !
 1976.3!                    + *               !!         .    . 0  .         !
 1976.4!                 *   +                !!         . 0  .    .         !
 1977.1!                  +    *              !!         .    .   0.         !
 1977.2!                     + *              !!         .    .0   .         !
 1977.3!                     + *              !!         .    . 0  .         !
 1977.4!                      + *             !!         .    . 0  .         !
 1978.1!                  *   +               !!         .0   .    .         !
 1978.2!                   +    *             !!         .    .   0.         !
 1978.3!                      + *             !!         .    .0   .         !
 1978.4!                       +     *        !!         .    .    0         !
 1979.1!                        + *           !!         .    .0   .         !
 1979.2!               *      +               !!        0.    .    .         !
 1979.3!                 +             *      !!         .    .    .     0   !
 1979.4!                        +  *          !!         .    . 0  .         !
 1980.1!                      +*              !!         .    0    .         !
 1980.2!                    +      *          !!         .    .    0         !
 1980.3!                     *+               !!         .   0.    .         !
 1980.4!                   +       *          !!         .    .    .0        !
 1981.1!                      + *             !!         .    . 0  .         !
 1981.2!                    +     *           !!         .    .    0         !
 1981.3!                     +     *          !!         .    .   0.         !
 1981.4!                     +  *             !!         .    . 0  .         !
 1982.1!                    +                 !!         .    0    .         !
 1982.2!                   +*                 !!         .    .0   .         !
 1982.3!              *    +                  !!         .0   .    .         !
 1982.4!                +               *     !!         .    .    .      0  !
 1983.1!                      * +             !!         .  0 .    .         !
 1983.2!                    + *               !!         .    . 0  .         !
 1983.3!                    +                 !!         .    0    .         !
 1983.4!                   +     *            !!         .    .    0         !
 1984.1!                *    +                !!         .0   .    .         !
 1984.2!           *     +                    !!         0    .    .         !
 1984.3!               +     *                !!         .    .    0         !
 1984.4!                  *+                  !!         .   0.    .         !
 1985.1!                  +      *            !!         .    .    .0        !
 1985.2!          *          +                !!     0   .    .    .         !
 1985.3!               +*                     !!         .    .0   .         !
 1985.4!        *        +                    !!      0  .    .    .         !
 1986.1!               +                      !!         .    0    .         !
 1986.2!                * +                   !!         .   0.    .         !
 1986.3!               *   +                  !!         . 0  .    .         !
 1986.4!                  +                  *!!         .    .    .         0
 1987.1!                        *  +          !!         . 0  .    .         !
 1987.2!                   *  +               !!         . 0  .    .         !
 1987.3!               *    +                 !!         .0   .    .         !
 1987.4!                   +  *               !!         .    . 0  .         !
 1988.1!                     +  *             !!         .    . 0  .         !
 1988.2!                      +               *!         .    .    .      0  !
 1988.3!                    *        +        !!       0 .    .    .         !
 1988.4!                   * +                !!         .  0 .    .         !
 1989.1!                    +   *             !!         .    .   0.         !
 1989.2!                     +       *        !!         .    .    .0        !
 1989.3!                       +              !!         .   0.    .         !
 1989.4!                     +   *            !!         .    .  0 .         !
 1990.1!                      +               !!         .    0    .         !
 1990.2!                     +       *        !!         .    .    . 0       !
 1990.3!                       +    *         !!         .    .   0.         !
 1990.4!                      + *             !!         .    .0   .         !
 1991.1!                      +           *   !!         .    .    .    0    !
 1991.2!                          +           !!         .    0    .         !
 1991.3!                       +      *       !!         .    .    0         !
 1991.4!                        +             !!         .    0    .         !
 1992.1!                      +         *     !!         .    .    .  0      !
 1992.2!                         + *          !!         .    .0   .         !
 1992.3!                    *   +             !!         . 0  .    .         !
 1992.4!                  * +                 !!         .  0 .    .         !
 1993.1!                    + *               !!         .    . 0  .         !
 1993.2!                     +      *         !!         .    .    0         !
 1993.3!                 *      +             !!        0.    .    .         !
 1993.4!                   +     *            !!         .    .   0.         !
 1994.1!                *      +              !!        0.    .    .         !
 1994.2!           *       +                  !!        0.    .    .         !
 1994.3!            *    +                    !!         .0   .    .         !
 1994.4!                 +  *                 !!         .    . 0  .         !
 1995.1!                   *+                 !!         .   0.    .         !
 1995.2!         *          +                 !!     0   .    .    .         !
 1995.3!          *     +                     !!         0    .    .         !
 1995.4!                +  *                  !!         .    . 0  .         !
 1996.1!                    +     *           !!         .    .   0.         !
 1996.2!            *          +              !!     0   .    .    .         !
 1996.3!         *       +                    !!       0 .    .    .         !
 1996.4!                +       *             !!         .    .    . 0       !
 1997.1!                      *+              !!         .    0    .         !
 1997.2!              *       +               !!        0.    .    .         !
 1997.3!         *         +                  !!       0 .    .    .         !
 1997.4!           *    +                     !!         0    .    .         !
 1998.1!              *  +                    !!         . 0  .    .         !
 1998.2!    *             +                   !!  0      .    .    .         !
 1998.3!              +   *                   !!         .    .  0 .         !
 1998.4!      *              +                !!  0      .    .    .         !
 1999.1!      *        +                      !!       0 .    .    .         !
 1999.2!       *       +                      !!        0.    .    .         !
 1999.3!      *       +                       !!       0 .    .    .         !
 1999.4!          *   +                       !!         . 0  .    .         !
 2000.1!         *     +                      !!         0    .    .         !
 2000.2!     *         +                      !!      0  .    .    .         !
 2000.3!            +          *              !!         .    .    .  0      !
 2000.4!                    +          *      !!         .    .    .   0     !
 2001.1!                   *    +             !!         .0   .    .         !
 2001.2!         *        +                   !!       0 .    .    .         !
 2001.3!               +*                     !!         .    .0   .         !
 2001.4!                  +        *          !!         .    .    . 0       !
 2002.1!             *         +              !!      0  .    .    .         !
 2002.2!                + *                   !!         .    .0   .         !
 2002.3!                 *+                   !!         .   0.    .         !
 2002.4!       *          +                   !!     0   .    .    .         !
 2003.1!             + *                      !!         .    .0   .         !
 2003.2!               * +                    !!         .  0 .    .         !
 2003.3!          *      +                    !!         0    .    .         !
 2003.4!               +      *               !!         .    .    .0        !
 2004.1!                    +      *          !!         .    .    0         !
 2004.2!               *     +                !!         0    .    .         !
 2004.3!               +          *           !!         .    .    .  0      !
 2004.4!                 *  +                 !!         .  0 .    .         !
 2005.1!                +  *                  !!         .    . 0  .         !
 2005.2!           *    +                     !!         .0   .    .         !
 2005.3!       *    +                         !!         . 0  .    .         !
 2005.4!           +    *                     !!         .    .   0.         !
 2006.1!             +       *                !!         .    .    . 0       !
 2006.2!             * +                      !!         .  0 .    .         !
 2006.3!      *    +                          !!         .0   .    .         !
 2006.4!         +  *                         !!         .    . 0  .         !
 2007.1!            +*                        !!         .    .0   .         !
 2007.2!           + *                        !!         .    .0   .         !
 2007.3!     *     +                          !!         .0   .    .         !
 2007.4! *     +                              !!         0    .    .         !
 2008.1!     +      *                         !!         .    .    0         !
 2008.2!  *     +                             !!         .0   .    .         !
 2008.3!     +      *                         !!         .    .    .0        !
 2008.4!      *     +                         !!         .0   .    .         !
 2009.1*         +                            !!      0  .    .    .         !
 2009.2!  *   +                               !!         . 0  .    .         !
 2009.3!        +           *                 !!         .    .    .    0    !
 2009.4!    *          +                      !!     0   .    .    .         !
 2010.1*        +                             !!       0 .    .    .         !
 2010.2!     +  *                             !!         .    .  0 .         !
 2010.3!         +  *                         !!         .    .  0 .         !
 2010.4!          +     *                     !!         .    .    0         !
 2011.1!  *        +                          !!       0 .    .    .         !
 2011.2!   +                                  !!         .    0    .         !
 2011.3!     +   *                            !!         .    .  0 .         !
 2011.4!   *   +                              !!         . 0  .    .         !
 2012.1*    +                                 !!         . 0  .    .         !
 2012.2!  +  *                                !!         .    . 0  .         !
 2012.3!     +  *                             !!         .    . 0  .         !
 2012.4!*     +                               !!         0    .    .         !


     32.93 percent of the residuals exceed 1 SE
      3.66 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWIN=SWPX$Q/INPMM;                                                     
 GENR LAASWIN=LOG(AASWIN+.00001);                                             
 GENR LASWIN=LOG(ASWIN+.00001);                                               
 LHS AASWIN=EXP(LAASWIN)-.00001;                                              
  EQ 3039 LAASWIN C LASWIN(-1) PSWIN;                                         
EQUATION 1611  LAASWIN  
   RHS     C  LASWIN(-1)  PSWIN  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1611 PLOT=0;END;                                                     

Equation number = 1611
**********************

Dependent variable = LAASWIN 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.383293304

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.229593227       0.220663581  -1.04047     1.000000
15242 LASWIN  ( -1)       0.825606402       0.045050343  18.32631    -4.372303
15240 PSWIN   (  0)      -0.452802758       0.191859653  -2.36007     1.201182

SE of equation            =     0.286647879
Sum of squared residuals  =  15.2008963       0.263811195E-10
Average absolute error    =     0.216363413
Sum of ABS residuals      =  40.6763216    
R squared                 =   0.72922
Durbin-Watson statistic   =   2.13903
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                       * +            !!           0  .  .           !
 1966.2!                       +              !!           .  .0 .           !
 1966.3!                       *+             !!           . 0.  .           !
 1966.4!                       +  *           !!           .  .  0           !
 1967.1!                      *  +            !!          0.  .  .           !
 1967.2!                      +   *           !!           .  .  .0          !
 1967.3!                      *   +           !!          0.  .  .           !
 1967.4!                       +*             !!           .  .0 .           !
 1968.1!                        +*            !!           .  .0 .           !
 1968.2!                     *   +            !!          0.  .  .           !
 1968.3!                      + *             !!           .  .  0           !
 1968.4!                        +*            !!           .  0  .           !
 1969.1!                         +*           !!           .  . 0.           !
 1969.2!                      *   +           !!         0 .  .  .           !
 1969.3!                    *  +              !!           0  .  .           !
 1969.4!                     + *              !!           .  . 0.           !
 1970.1!                       +  *           !!           .  .  0           !
 1970.2!                        * +           !!           .0 .  .           !
 1970.3!                        +*            !!           .  .0 .           !
 1970.4!                      *  +            !!           0  .  .           !
 1971.1!                      +*              !!           .  .0 .           !
 1971.2!                      *+              !!           . 0.  .           !
 1971.3!                      *+              !!           . 0.  .           !
 1971.4!                    *  +              !!           0  .  .           !
 1972.1!                   * +                !!           0  .  .           !
 1972.2!                    +  *              !!           .  .  0           !
 1972.3!                       +              !!           .  0  .           !
 1972.4!                       +*             !!           .  0  .           !
 1973.1!                      * +             !!           0  .  .           !
 1973.2!                      +*              !!           .  .0 .           !
 1973.3!                     * +              !!           .0 .  .           !
 1973.4!                      + *             !!           .  .  0           !
 1974.1!                      * +             !!           .0 .  .           !
 1974.2!                     *+               !!           .0 .  .           !
 1974.3!                      +               !!           .  0  .           !
 1974.4!                    * +               !!           0  .  .           !
 1975.1!                   *+                 !!           . 0.  .           !
 1975.2!                    + *               !!           .  . 0.           !
 1975.3!                      +               !!           . 0.  .           !
 1975.4!                      + *             !!           .  .  0           !
 1976.1!                      * +             !!           .0 .  .           !
 1976.2!                      +               !!           . 0.  .           !
 1976.3!                     *+               !!           . 0.  .           !
 1976.4!                    *+                !!           .0 .  .           !
 1977.1!                    +    *            !!           .  .  . 0         !
 1977.2!                        +             !!           . 0.  .           !
 1977.3!                       *+             !!           . 0.  .           !
 1977.4!                       +*             !!           .  .0 .           !
 1978.1!                       *+             !!           . 0.  .           !
 1978.2!                      * +             !!           .0 .  .           !
 1978.3!                       +              !!           .  0  .           !
 1978.4!                        +*            !!           .  .0 .           !
 1979.1!                    *    +            !!        0  .  .  .           !
 1979.2!                    +                 !!           . 0.  .           !
 1979.3!                   * +                !!           .0 .  .           !
 1979.4!                    +  *              !!           .  .  .0          !
 1980.1!                       +*             !!           .  .0 .           !
 1980.2!                        +*            !!           .  0  .           !
 1980.3!                         +    *       !!           .  .  .  0        !
 1980.4!                             +  *     !!           .  .  .0          !
 1981.1!                           *   +      !!         0 .  .  .           !
 1981.2!                           + *        !!           .  . 0.           !
 1981.3!                           *+         !!           .0 .  .           !
 1981.4!                          *+          !!           . 0.  .           !
 1982.1!                          +    *      !!           .  .  .  0        !
 1982.2!                              +*      !!           .  0  .           !
 1982.3!                           *  +       !!           0  .  .           !
 1982.4!                            +  *      !!           .  .  .0          !
 1983.1!                               +      !!           .  0  .           !
 1983.2!                               + *    !!           .  .  0           !
 1983.3!                              * +     !!           0  .  .           !
 1983.4!                              +  *    !!           .  .  .0          !
 1984.1!                                 +    *!           .  .  .   0       !
 1984.2!                                  * + !!           .0 .  .           !
 1984.3!                                *+    !!           .0 .  .           !
 1984.4!                               +*     !!           .  .0 .           !
 1985.1!                             * +      !!           0  .  .           !
 1985.2!                            *+        !!           . 0.  .           !
 1985.3!                           *+         !!           . 0.  .           !
 1985.4!                            + *       !!           .  .  0           !
 1986.1!                         *    +       !!         0 .  .  .           !
 1986.2!                         +            !!           .  0  .           !
 1986.3!                     *   +            !!         0 .  .  .           !
 1986.4!                     +                !!           .  0  .           !
 1987.1!                     +                !!           .  0  .           !
 1987.2!                     +*               !!           .  .0 .           !
 1987.3!                       +              !!           .  .0 .           !
 1987.4!                     * +              !!           0  .  .           !
 1988.1!                      +  *            !!           .  .  .0          !
 1988.2!                       *+             !!           . 0.  .           !
 1988.3!                       +              !!           .  0  .           !
 1988.4!                   *   +              !!         0 .  .  .           !
 1989.1!                    +*                !!           .  . 0.           !
 1989.2!                  * +                 !!           0  .  .           !
 1989.3!                  +  *                !!           .  .  .0          !
 1989.4!                   *+                 !!           . 0.  .           !
 1990.1!                   +                  !!           .  0  .           !
 1990.2!                  +       *           !!           .  .  .     0     !
 1990.3!                        +*            !!           .  . 0.           !
 1990.4!                         +   *        !!           .  .  . 0         !
 1991.1!                            +  *      !!           .  .  .0          !
 1991.2!                             +   *    !!           .  .  .  0        !
 1991.3!                              *+      !!           . 0.  .           !
 1991.4!                            +    *    !!           .  .  . 0         !
 1992.1!                       *       +      !!     0     .  .  .           !
 1992.2!                      +  *            !!           .  .  0           !
 1992.3!                        +*            !!           .  . 0.           !
 1992.4!                    *   +             !!         0 .  .  .           !
 1993.1!                    *+                !!           .  0  .           !
 1993.2!                     + *              !!           .  .  0           !
 1993.3!                      *+              !!           .0 .  .           !
 1993.4!                     *+               !!           . 0.  .           !
 1994.1!                   *  +               !!           0  .  .           !
 1994.2!            *      +                  !!     0     .  .  .           !
 1994.3!             *+                       !!           .  0  .           !
 1994.4!              +   *                   !!           .  .  .0          !
 1995.1!                  +*                  !!           .  .0 .           !
 1995.2!                 * +                  !!           0  .  .           !
 1995.3!                 *+                   !!           . 0.  .           !
 1995.4!                *+                    !!           . 0.  .           !
 1996.1!                 +     *              !!           .  .  .   0       !
 1996.2!                     *+               !!           . 0.  .           !
 1996.3!                  *  +                !!           0  .  .           !
 1996.4!                   +*                 !!           .  . 0.           !
 1997.1!                     +  *             !!           .  .  .0          !
 1997.2!                        +             !!           . 0.  .           !
 1997.3!                       +*             !!           .  0  .           !
 1997.4!                        +             !!           .  0  .           !
 1998.1!                    *  +              !!          0.  .  .           !
 1998.2!                    +*                !!           .  .0 .           !
 1998.3!                    *+                !!           .  0  .           !
 1998.4!                    +*                !!           .  0  .           !
 1999.1!                   *+                 !!           .0 .  .           !
 1999.2!                   +*                 !!           .  .0 .           !
 1999.3!                    +  *              !!           .  .  .0          !
 1999.4!                     * +              !!           .0 .  .           !
 2000.1!                     +      *         !!           .  .  .    0      !
 2000.2!                           + *        !!           .  . 0.           !
 2000.3!                          * +         !!           .0 .  .           !
 2000.4!                          + *         !!           .  . 0.           !
 2001.1!                          *+          !!           . 0.  .           !
 2001.2!                         *+           !!           . 0.  .           !
 2001.3!                        *+            !!           .0 .  .           !
 2001.4!                        +*            !!           .  .0 .           !
 2002.1!                        +  *          !!           .  .  .0          !
 2002.2!                          + *         !!           .  . 0.           !
 2002.3!                         * +          !!           .0 .  .           !
 2002.4!                         +  *         !!           .  .  0           !
 2003.1!                           + *        !!           .  .  0           !
 2003.2!                            +*        !!           .  .0 .           !
 2003.3!                           +*         !!           .  .0 .           !
 2003.4!                           +  *       !!           .  .  .0          !
 2004.1!                             +        !!           .  .0 .           !
 2004.2!                            + *       !!           .  .  0           !
 2004.3!                             +*       !!           .  . 0.           !
 2004.4!                             +  *     !!           .  .  .0          !
 2005.1!                              +*      !!           .  . 0.           !
 2005.2!                              +*      !!           .  . 0.           !
 2005.3!                             +        !!           .  0  .           !
 2005.4!                            +  *      !!           .  .  .0          !
 2006.1!                       *      +       !!     0     .  .  .           !
 2006.2!                      +*              !!           .  .0 .           !
 2006.3!                       +              !!           .  0  .           !
 2006.4!                       +              !!           .  0  .           !
 2007.1!                   *  +               !!           0  .  .           !
 2007.2!                *  +                  !!          0.  .  .           !
 2007.3!                +                     !!           . 0.  .           !
 2007.4!                + *                   !!           .  . 0.           !
 2008.1!                   +                  !!           .  0  .           !
 2008.2!                   + *                !!           .  .  0           !
 2008.3!                     +*               !!           .  .0 .           !
 2008.4!                      +   *           !!           .  .  .0          !
 2009.1!                     *   +            !!          0.  .  .           !
 2009.2!                    *+                !!           . 0.  .           !
 2009.3!                   *+                 !!           . 0.  .           !
 2009.4!                   *+                 !!           . 0.  .           !
 2010.1!                   *+                 !!           . 0.  .           !
 2010.2!                   + *                !!           .  . 0.           !
 2010.3!                    +*                !!           .  .0 .           !
 2010.4!                *   +                 !!        0  .  .  .           !
 2011.1!                +   *                 !!           .  .  .0          !
 2011.2!                   +  *               !!           .  .  0           !
 2011.3!                 *   +                !!         0 .  .  .           !
 2011.4!                 +  *                 !!           .  .  0           !
 2012.1!       *            +                 !0           .  .  .           !
 2012.2!   *     +                            !!      0    .  .  .           !
 2012.3*      +                               !!      0    .  .  .           !
 2012.4!   + *                                !!           .  .  0           !


     28.72 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGRIN=GRPX$Q/INPMM;                                                     
 GENR LAAGRIN=LOG(AAGRIN+.00001);                                             
 GENR LAGRIN=LOG(AGRIN+.00001);                                               
 LHS AAGRIN=EXP(LAAGRIN)-.00001;                                              
  EQ 3040 LAAGRIN C LAGRIN(-1) PGRIN;                                         
EQUATION 1612  LAAGRIN  
   RHS     C  LAGRIN(-1)  PGRIN  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1612 PLOT=0;END;                                                     

Equation number = 1612
**********************

Dependent variable = LAAGRIN 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.996344537

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.850959976       0.440210771  -4.20471     1.000000
15245 LAGRIN  ( -1)       0.512981321       0.062823528   8.16543    -6.987782
15243 PGRIN   (  0)      -1.450663124       0.375094932  -3.86746     1.075910

SE of equation            =     0.766337573
Sum of squared residuals  =  108.645556       0.121964661E-10
Average absolute error    =     0.582228314
Sum of ABS residuals      =  109.458923    
R squared                 =   0.43379
Durbin-Watson statistic   =   2.37549
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!           *     +                    !!        0.    .    .         !
 1966.2!           *  +                       !!         . 0  .    .         !
 1966.3!           *  +                       !!         . 0  .    .         !
 1966.4!           *  +                       !!         . 0  .    .         !
 1967.1!              +*                      !!         .    .0   .         !
 1967.2!               *+                     !!         .   0.    .         !
 1967.3!               *+                     !!         .   0.    .         !
 1967.4!              * +                     !!         .  0 .    .         !
 1968.1!              * +                     !!         .  0 .    .         !
 1968.2!         *     +                      !!        0.    .    .         !
 1968.3!        *    +                        !!         .0   .    .         !
 1968.4!        *    +                        !!         0    .    .         !
 1969.1!         *   +                        !!         . 0  .    .         !
 1969.2!       *     +                        !!         0    .    .         !
 1969.3!            +    *                    !!         .    .   0.         !
 1969.4!             *   +                    !!         .0   .    .         !
 1970.1!        *      +                      !!       0 .    .    .         !
 1970.2!             +   *                    !!         .    .   0.         !
 1970.3!               * +                    !!         .  0 .    .         !
 1970.4!               * +                    !!         .  0 .    .         !
 1971.1!        *        +                    !!      0  .    .    .         !
 1971.2!             +   *                    !!         .    .   0.         !
 1971.3!                * +                   !!         .  0 .    .         !
 1971.4!                  +   *               !!         .    .   0.         !
 1972.1!                  *  +                !!         .  0 .    .         !
 1972.2!                   +      *           !!         .    .    .0        !
 1972.3!                      +*              !!         .    .0   .         !
 1972.4!                    +*                !!         .    0    .         !
 1973.1!                  +    *              !!         .    .   0.         !
 1973.2!                   +*                 !!         .    .0   .         !
 1973.3!                 +   *                !!         .    .   0.         !
 1973.4!                +     *               !!         .    .    0         !
 1974.1!                  +   *               !!         .    .   0.         !
 1974.2!                   + *                !!         .    . 0  .         !
 1974.3!                 * +                  !!         .  0 .    .         !
 1974.4!                 +   *                !!         .    .   0.         !
 1975.1!                    +*                !!         .    .0   .         !
 1975.2!                   *+                 !!         .   0.    .         !
 1975.3!                   + *                !!         .    . 0  .         !
 1975.4!                    + *               !!         .    . 0  .         !
 1976.1!                     +  *             !!         .    .  0 .         !
 1976.2!                     +                !!         .    0    .         !
 1976.3!                   *+                 !!         .   0.    .         !
 1976.4!                 +  *                 !!         .    . 0  .         !
 1977.1!                  + *                 !!         .    . 0  .         !
 1977.2!                 *+                   !!         .   0.    .         !
 1977.3!                +                     !!         .    0    .         !
 1977.4!                + *                   !!         .    . 0  .         !
 1978.1!                * +                   !!         .  0 .    .         !
 1978.2!                 +                    !!         .    0    .         !
 1978.3!                 *+                   !!         .   0.    .         !
 1978.4!            *    +                    !!         .0   .    .         !
 1979.1!              +  *                    !!         .    .  0 .         !
 1979.2!                +     *               !!         .    .    .0        !
 1979.3!                   +  *               !!         .    .   0.         !
 1979.4!                   +*                 !!         .    .0   .         !
 1980.1!                  +         *         !!         .    .    .   0     !
 1980.2!                       +       *      !!         .    .    . 0       !
 1980.3!                        +         *   !!         .    .    .   0     !
 1980.4!                         +            *!         .    .    .      0  !
 1981.1!                            +         !!         .    .0   .         !
 1981.2!                      +       *       !!         .    .    . 0       !
 1981.3!                       +   *          !!         .    .   0.         !
 1981.4!                      +      *        !!         .    .    . 0       !
 1982.1!                       +  *           !!         .    .  0 .         !
 1982.2!              *       +               !!      0  .    .    .         !
 1982.3!                +                     !!         .    .0   .         !
 1982.4!                 +  *                 !!         .    .  0 .         !
 1983.1!                *   +                 !!         .0   .    .         !
 1983.2!                 +     *              !!         .    .    0         !
 1983.3!                  *  +                !!         .  0 .    .         !
 1983.4!                   +   *              !!         .    .   0.         !
 1984.1!                     +   *            !!         .    .   0.         !
 1984.2!                    * +               !!         .  0 .    .         !
 1984.3!                   +       *          !!         .    .    . 0       !
 1984.4!                      +       *       !!         .    .    . 0       !
 1985.1!                        +  *          !!         .    .  0 .         !
 1985.2!                      +      *        !!         .    .    .0        !
 1985.3!                        +    *        !!         .    .    0         !
 1985.4!                        +  *          !!         .    .  0 .         !
 1986.1!                      * +             !!         .   0.    .         !
 1986.2!                 *  +                 !!         . 0  .    .         !
 1986.3!                +    *                !!         .    .    0         !
 1986.4!  *               +                   !0         .    .    .         !
 1987.1!         +          *                 !!         .    .    .    0    !
 1987.2!     *             +                  !!  0      .    .    .         !
 1987.3!           + *                        !!         .    .0   .         !
 1987.4!        *      +                      !!       0 .    .    .         !
 1988.1!             +                        !!         .    0    .         !
 1988.2!      *       +                       !!      0  .    .    .         !
 1988.3!            +      *                  !!         .    .    . 0       !
 1988.4!                   +                  !!         .    0    .         !
 1989.1!    *             +                   !! 0       .    .    .         !
 1989.2*        +                             !!     0   .    .    .         !
 1989.3!      +      *                        !!         .    .    . 0       !
 1989.4!        *     +                       !!         0    .    .         !
 1990.1!           +             *            !!         .    .    .       0 !
 1990.2!                  * +                 !!         . 0  .    .         !
 1990.3!              * +                     !!         .  0 .    .         !
 1990.4!              *+                      !!         .   0.    .         !
 1991.1!          *     +                     !!        0.    .    .         !
 1991.2!             +*                       !!         .    .0   .         !
 1991.3!               +      *               !!         .    .    .0        !
 1991.4!               *   +                  !!         .0   .    .         !
 1992.1!               *+                     !!         .   0.    .         !
 1992.2!               +*                     !!         .    .0   .         !
 1992.3!                +    *                !!         .    .   0.         !
 1992.4!             *     +                  !!         0    .    .         !
 1993.1!             *+                       !!         .   0.    .         !
 1993.2!   *           +                      !!   0     .    .    .         !
 1993.3!          +       *                   !!         .    .    .  0      !
 1993.4!                 +  *                 !!         .    .  0 .         !
 1994.1!       *          +                   !!   0     .    .    .         !
 1994.2!           +            *             !!         .    .    .      0  !
 1994.3!       *            +                 !!  0      .    .    .         !
 1994.4!           +*                         !!         .    .0   .         !
 1995.1!         *   +                        !!         .0   .    .         !
 1995.2!             +   *                    !!         .    .   0.         !
 1995.3!            *    +                    !!         0    .    .         !
 1995.4!   *         +                        !!    0    .    .    .         !
 1996.1!         +  *                         !!         .    .  0 .         !
 1996.2!              + *                     !!         .    . 0  .         !
 1996.3!              * +                     !!         .  0 .    .         !
 1996.4!               +      *               !!         .    .    .0        !
 1997.1!                   *+                 !!         .   0.    .         !
 1997.2!                  +                   !!         .    0    .         !
 1997.3!                  +*                  !!         .    .0   .         !
 1997.4!                  +*                  !!         .    .0   .         !
 1998.1!               *  +                   !!         . 0  .    .         !
 1998.2!               +                      !!         .    0    .         !
 1998.3!               +                      !!         .    0    .         !
 1998.4!               +                      !!         .    0    .         !
 1999.1!        *      +                      !!        0.    .    .         !
 1999.2!     *     +                          !!         0    .    .         !
 1999.3!          +  *                        !!         .    . 0  .         !
 1999.4!             * +                      !!         .  0 .    .         !
 2000.1!            *  +                      !!         . 0  .    .         !
 2000.2!            *  +                      !!         .  0 .    .         !
 2000.3!               +   *                  !!         .    .   0.         !
 2000.4!               *  +                   !!         . 0  .    .         !
 2001.1!                +    *                !!         .    .    0         !
 2001.2!                   +   *              !!         .    .  0 .         !
 2001.3!       *            +                 !!  0      .    .    .         !
 2001.4!           +  *                       !!         .    . 0  .         !
 2002.1!         *    +                       !!         0    .    .         !
 2002.2!            + *                       !!         .    . 0  .         !
 2002.3!       *      +                       !!       0 .    .    .         !
 2002.4!           +*                         !!         .    . 0  .         !
 2003.1!        *    +                        !!         0    .    .         !
 2003.2!          *+                          !!         .    0    .         !
 2003.3!           +                          !!         .   0.    .         !
 2003.4!         *  +                         !!         .  0 .    .         !
 2004.1!          +    *                      !!         .    .   0.         !
 2004.2!      *      +                        !!        0.    .    .         !
 2004.3!         +     *                      !!         .    .    .0        !
 2004.4!        *     +                       !!         0    .    .         !
 2005.1!          +             *             !!         .    .    .       0 !
 2005.2!      *           +                   !!   0     .    .    .         !
 2005.3!         +      *                     !!         .    .    .0        !
 2005.4!              +    *                  !!         .    .    0         !
 2006.1!                +  *                  !!         .    .  0 .         !
 2006.2!           *   +                      !!         . 0  .    .         !
 2006.3!     *     +                          !!         0    .    .         !
 2006.4!       *+                             !!         .   0.    .         !
 2007.1!         +*                           !!         .    .0   .         !
 2007.2!     *    +                           !!         .0   .    .         !
 2007.3!       +                              !!         .    0    .         !
 2007.4!        +*                            !!         .    .0   .         !
 2008.1!        *+                            !!         .  0 .    .         !
 2008.2!      *+                              !!         .   0.    .         !
 2008.3!    *  +                              !!         . 0  .    .         !
 2008.4!      * +                             !!         .  0 .    .         !
 2009.1!        + *                           !!         .    . 0  .         !
 2009.2!       *+                             !!         .   0.    .         !
 2009.3!       + *                            !!         .    .0   .         !
 2009.4!        +                             !!         .   0.    .         !
 2010.1!        +*                            !!         .    0    .         !
 2010.2!        +                             !!         .    .0   .         !
 2010.3!        +*                            !!         .    .0   .         !
 2010.4!        +*                            !!         .    0    .         !
 2011.1!        +*                            !!         .    .0   .         !
 2011.2!       +   *                          !!         .    .  0 .         !
 2011.3!        +                             !!         .   0.    .         !
 2011.4!       + *                            !!         .    . 0  .         !
 2012.1!       *+                             !!         .   0.    .         !
 2012.2!      + *                             !!         .    . 0  .         !
 2012.3!     * +                              !!         .  0 .    .         !
 2012.4!     *+                               !!         .    0    .         !


     26.60 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
@EQ  3041 LAAIRIN C LAIRIN(-1) PIRIN;SMPL 1970.1 2012.4;OLS;EST 3041 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOIN=POPX$Q/INPMM;                                                     
 GENR LAAPOIN=LOG(AAPOIN+.00001);                                             
 GENR LAPOIN=LOG(APOIN+.00001);                                               
 LHS AAPOIN=EXP(LAAPOIN)-.00001;                                              
  EQ 3042 LAAPOIN C LAPOIN(-1) PPOIN;                                         
EQUATION 1613  LAAPOIN  
   RHS     C  LAPOIN(-1)  PPOIN  
 SMPL 1983.3 2012.4;                                                          
Sample period is now  1983.3 to  2012.4 Internally:   127 to   244
 OLS;EST 1613 PLOT=0;END;                                                     

Equation number = 1613
**********************

Dependent variable = LAAPOIN 

 1983.3 -   2012.4,    0 missing obs.,  118 obs. used.

Mean of dependent variable       -7.306413722

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.842787626       1.107547611  -2.56674     1.000000
15248 LAPOIN  ( -1)       0.572254983       0.077644534   7.37019    -7.306510
15246 PPOIN   (  0)      -0.218387093       0.823065923  -0.26533     1.293298

SE of equation            =     0.829639598
Sum of squared residuals  =  79.1547142      -0.968469749E-11
Average absolute error    =     0.611434423
Sum of ABS residuals      =  72.1492619    
R squared                 =   0.33256
Durbin-Watson statistic   =   2.43714
SMPL and No. Obs.         = 1983.3   2012.4    118

Plot of actual(*) and fitted(+) values and residuals(0)


 1983.3!            +                         !!          .   0   .          !
 1983.4!               +*                     !!          .   .0  .          !
 1984.1!                 +    *               !!          .   .  0.          !
 1984.2!                    +      *          !!          .   .   0          !
 1984.3!                       +      *       !!          .   .   0          !
 1984.4!         *               +            !!    0     .   .   .          !
 1985.1!             +                        *!          .   .   .          0
 1985.2!                             +    *   !!          .   .  0.          !
 1985.3!                           +      *   !!          .   .   0          !
 1985.4!                            +  *      !!          .   . 0 .          !
 1986.1!                          +     *     !!          .   .   0          !
 1986.2!                          +        *  !!          .   .   .0         !
 1986.3!                            +*        !!          .   .0  .          !
 1986.4!                        +          *  !!          .   .   .  0       !
 1987.1!                            +         *!          .   .   . 0        !
 1987.2!                              +  *    !!          .   . 0 .          !
 1987.3!                           +          *!          .   .   .  0       !
 1987.4!                              +   *   !!          .   . 0 .          !
 1988.1!                           +      *   !!          .   .   0          !
 1988.2!                       *    +         !!          .0  .   .          !
 1988.3!                      +   *           !!          .   .  0.          !
 1988.4!                   *   +              !!          . 0 .   .          !
 1989.1!                *  +                  !!          . 0 .   .          !
 1989.2!                 +                    !!          .   0   .          !
 1989.3!            *    +                    !!          .0  .   .          !
 1989.4!              +             *         !!          .   .   .   0      !
 1990.1!                       *+             !!          .   0   .          !
 1990.2!      *              +                !!     0    .   .   .          !
 1990.3!           +         *                !!          .   .   . 0        !
 1990.4!     *               +                !!     0    .   .   .          !
 1991.1!           +       *                  !!          .   .   .0         !
 1991.2!                 * +                  !!          .  0.   .          !
 1991.3!              *   +                   !!          . 0 .   .          !
 1991.4!                +*                    !!          .   .0  .          !
 1992.1!               *  +                   !!          . 0 .   .          !
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 1992.3!                    +      *          !!          .   .   0          !
 1992.4!                  *     +             !!          .0  .   .          !
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 1994.2!       *        +                     !!         0.   .   .          !
 1994.3!            +           *             !!          .   .   .  0       !
 1994.4!             *        +               !!         0.   .   .          !
 1995.1!               +           *          !!          .   .   .  0       !
 1995.2!                   *    +             !!          .0  .   .          !
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 1995.4!                        +    *        !!          .   .  0.          !
 1996.1!                   *     +            !!          .0  .   .          !
 1996.2!             *     +                  !!          0   .   .          !
 1996.3!          *    +                      !!          .0  .   .          !
 1996.4*              +                       !!     0    .   .   .          !
 1997.1!        +  *                          !!          .   . 0 .          !
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 2000.3!       *         +                    !!        0 .   .   .          !
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 2001.3!              +       *               !!          .   .   .0         !
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 2002.1!              * +                     !!          .  0.   .          !
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 2002.3!                 +                    !!          .   0   .          !
 2002.4!                 *+                   !!          .   0   .          !
 2003.1!                  +  *                !!          .   . 0 .          !
 2003.2!              *     +                 !!          0   .   .          !
 2003.3!                +       *             !!          .   .   .0         !
 2003.4!                 *    +               !!          .0  .   .          !
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 2004.4!                   + *                !!          .   .0  .          !
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 2005.2!              * +                     !!          .  0.   .          !
 2005.3!                +  *                  !!          .   . 0 .          !
 2005.4!                   +*                 !!          .   .0  .          !
 2006.1!                    +                 !!          .   0   .          !
 2006.2!             *     +                  !!          0   .   .          !
 2006.3!              *+                      !!          .  0.   .          !
 2006.4!                +                     !!          .   0   .          !
 2007.1!            *    +                    !!          .0  .   .          !
 2007.2!               +  *                   !!          .   . 0 .          !
 2007.3!             *     +                  !!          .0  .   .          !
 2007.4!                +                     !!          .   0   .          !
 2008.1!                 +    *               !!          .   .  0.          !
 2008.2!                  *  +                !!          . 0 .   .          !
 2008.3!                   +                  !!          .   .0  .          !
 2008.4!                   +*                 !!          .   0   .          !
 2009.1!                   +                  !!          .   0   .          !
 2009.2!                  *+                  !!          .  0.   .          !
 2009.3!                  +      *            !!          .   .   0          !
 2009.4!                     *+               !!          .  0.   .          !
 2010.1!                    +                 !!          .   0   .          !
 2010.2!                  *+                  !!          .  0.   .          !
 2010.3!                  +*                  !!          .   .0  .          !
 2010.4!                   +*                 !!          .   .0  .          !
 2011.1!                    +                 !!          .   0   .          !
 2011.2!                   + *                !!          .   .0  .          !
 2011.3!                  * +                 !!          .  0.   .          !
 2011.4!               *  +                   !!          . 0 .   .          !
 2012.1!            *    +                    !!          .0  .   .          !
 2012.2!            * +                       !!          .  0.   .          !
 2012.3!            *  +                      !!          . 0 .   .          !
 2012.4!        *      +                      !!          0   .   .          !


     29.66 percent of the residuals exceed 1 SE
      5.08 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPIN=SPPX$Q/INPMM;                                                     
 GENR LAASPIN=LOG(AASPIN+.00001);                                             
 GENR LASPIN=LOG(ASPIN+.00001);                                               
 LHS AASPIN=EXP(LAASPIN)-.00001;                                              
  EQ 3043 LAASPIN C LASPIN(-1) PSPIN;                                         
EQUATION 1614  LAASPIN  
   RHS     C  LASPIN(-1)  PSPIN  
 SMPL 1971.2 2012.4;                                                          
Sample period is now  1971.2 to  2012.4 Internally:    78 to   244
 OLS;EST 1614 PLOT=0;END;                                                     

Equation number = 1614
**********************

Dependent variable = LAASPIN 

 1971.2 -   2012.4,    0 missing obs.,  167 obs. used.

Mean of dependent variable       -4.261756228

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.401353812       0.244935045  -1.63861     1.000000
15251 LASPIN  ( -1)       0.741896133       0.053138384  13.96159    -4.260572
15249 PSPIN   (  0)      -0.590532843       0.233284011  -2.53139     1.184524

SE of equation            =     0.344338961
Sum of squared residuals  =  19.4453685      -0.742472750E-11
Average absolute error    =     0.252756633
Sum of ABS residuals      =  42.2103577    
R squared                 =   0.67583
Durbin-Watson statistic   =   2.26115
SMPL and No. Obs.         = 1971.2   2012.4    167

Plot of actual(*) and fitted(+) values and residuals(0)


 1971.2!                  +                   !!         .    0    .         !
 1971.3!          *       +                   !!    0    .    .    .         !
 1971.4!        *    +                        !!         0    .    .         !
 1972.1!          *+                          !!         .   0.    .         !
 1972.2!            +*                        !!         .    .0   .         !
 1972.3!              +                       !!         .    0    .         !
 1972.4!    *          +                      !! 0       .    .    .         !
 1973.1!        +*                            !!         .    .0   .         !
 1973.2!           + *                        !!         .    . 0  .         !
 1973.3!          *   +                       !!         .0   .    .         !
 1973.4!          * +                         !!         .  0 .    .         !
 1974.1!       *    +                         !!        0.    .    .         !
 1974.2!    *     +                           !!       0 .    .    .         !
 1974.3*        +                             !!    0    .    .    .         !
 1974.4!    +      *                          !!         .    .    .   0     !
 1975.1!       *     +                        !!       0 .    .    .         !
 1975.2!          +*                          !!         .    .0   .         !
 1975.3!             +   *                    !!         .    .    0         !
 1975.4!                  +                   !!         .    0    .         !
 1976.1!                 * +                  !!         .  0 .    .         !
 1976.2!             *     +                  !!       0 .    .    .         !
 1976.3!             * +                      !!         . 0  .    .         !
 1976.4!            *  +                      !!         .0   .    .         !
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 1977.2!           *   +                      !!         0    .    .         !
 1977.3!            *  +                      !!         .0   .    .         !
 1977.4!               +*                     !!         .    . 0  .         !
 1978.1!                  + *                 !!         .    .  0 .         !
 1978.2!                    *+                !!         .   0.    .         !
 1978.3!                     +                !!         .    0    .         !
 1978.4!                      +               !!         .    0    .         !
 1979.1!                      +*              !!         .    .0   .         !
 1979.2!         *            +               !0         .    .    .         !
 1979.3!            + *                       !!         .    .  0 .         !
 1979.4!                +           *         !!         .    .    .         0
 1980.1!                        *  +          !!         . 0  .    .         !
 1980.2!                        +   *         !!         .    .    .0        !
 1980.3!                           + *        !!         .    .  0 .         !
 1980.4!                            +         *!         .    .    .       0 !
 1981.1!                            *      +  !!     0   .    .    .         !
 1981.2!                          + *         !!         .    . 0  .         !
 1981.3!                           +    *     !!         .    .    .0        !
 1981.4!                              +  *    !!         .    .   0.         !
 1982.1!                            *  +      !!         .0   .    .         !
 1982.2!                          *+          !!         .   0.    .         !
 1982.3!                          +      *    !!         .    .    .  0      !
 1982.4!                               +     *!!         .    .    .  0      !
 1983.1!                              *    +  !!         0    .    .         !
 1983.2!                              +*      !!         .    . 0  .         !
 1983.3!                            * +       !!         .  0 .    .         !
 1983.4!                          * +         !!         .  0 .    .         !
 1984.1!                           +*         !!         .    .0   .         !
 1984.2!                            +*        !!         .    . 0  .         !
 1984.3!                            +         !!         .   0.    .         !
 1984.4!                        *  +          !!         .0   .    .         !
 1985.1!                        +   *         !!         .    .   0.         !
 1985.2!                           +  *       !!         .    .  0 .         !
 1985.3!                             +*       !!         .    . 0  .         !
 1985.4!                             + *      !!         .    . 0  .         !
 1986.1!                           *  +       !!         . 0  .    .         !
 1986.2!                         *+           !!         .   0.    .         !
 1986.3!                     *  +             !!         . 0  .    .         !
 1986.4!                     +                !!         .    .0   .         !
 1987.1!                     +  *             !!         .    .  0 .         !
 1987.2!                  *    +              !!       0 .    .    .         !
 1987.3!               *   +                  !!         .0   .    .         !
 1987.4!                 + *                  !!         .    . 0  .         !
 1988.1!                   + *                !!         .    . 0  .         !
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 1988.3!       *       +                      !!    0    .    .    .         !
 1988.4!          +       *                   !!         .    .    .   0     !
 1989.1!                  +*                  !!         .    . 0  .         !
 1989.2!                  +  *                !!         .    .   0.         !
 1989.3!            *       +                 !!    0    .    .    .         !
 1989.4!             +           *            !!         .    .    .         0
 1990.1!                      +*              !!         .    .0   .         !
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 1990.3!                   +*                 !!         .    . 0  .         !
 1990.4!                   +      *           !!         .    .    .  0      !
 1991.1!                        +*            !!         .    .0   .         !
 1991.2!                     * +              !!         .  0 .    .         !
 1991.3!                 *  +                 !!         .0   .    .         !
 1991.4!                +        *            !!         .    .    .    0    !
 1992.1!                 *     +              !!      0  .    .    .         !
 1992.2!                +   *                 !!         .    .    0         !
 1992.3!               *   +                  !!         .0   .    .         !
 1992.4!               *+                     !!         .   0.    .         !
 1993.1!     *         +                      !!  0      .    .    .         !
 1993.2!         + *                          !!         .    . 0  .         !
 1993.3!             +*                       !!         .    .0   .         !
 1993.4!               +*                     !!         .    0    .         !
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 1994.2!                *  +                  !!         . 0  .    .         !
 1994.3!                 +  *                 !!         .    .  0 .         !
 1994.4!                   + *                !!         .    . 0  .         !
 1995.1!                     + *              !!         .    . 0  .         !
 1995.2!                  *   +               !!         0    .    .         !
 1995.3!                   + *                !!         .    .  0 .         !
 1995.4!                    +  *              !!         .    .  0 .         !
 1996.1!                      +*              !!         .    .0   .         !
 1996.2!                      +    *          !!         .    .    .0        !
 1996.3!                          +           !!         .    .0   .         !
 1996.4!                        *+            !!         .   0.    .         !
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 1997.2!                       +      *       !!         .    .    .  0      !
 1997.3!                         *  +         !!         .0   .    .         !
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 1998.1!                         * +          !!         . 0  .    .         !
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 2000.3!                         *  +         !!         .0   .    .         !
 2000.4!                        +  *          !!         .    .  0 .         !
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 2001.2!                       * +            !!         .  0 .    .         !
 2001.3!                       +              !!         .    0    .         !
 2001.4!                       +*             !!         .    . 0  .         !
 2002.1!                       *+             !!         .   0.    .         !
 2002.2!                    *  +              !!         . 0  .    .         !
 2002.3!                    *+                !!         .    0    .         !
 2002.4!                     +   *            !!         .    .    .0        !
 2003.1!                      * +             !!         .  0 .    .         !
 2003.2!                   * +                !!         . 0  .    .         !
 2003.3!                   +  *               !!         .    .   0.         !
 2003.4!                     +  *             !!         .    .   0.         !
 2004.1!                     * +              !!         .  0 .    .         !
 2004.2!                    +                 !!         .    0    .         !
 2004.3!                   *+                 !!         .   0.    .         !
 2004.4!                   +   *              !!         .    .    0         !
 2005.1!                   *  +               !!         .0   .    .         !
 2005.2!                  + *                 !!         .    . 0  .         !
 2005.3!                *   +                 !!         .0   .    .         !
 2005.4!                 +                    !!         .    0    .         !
 2006.1!                  +                   !!         .    .0   .         !
 2006.2!                * +                   !!         . 0  .    .         !
 2006.3!                +                     !!         .   0.    .         !
 2006.4!                +                     !!         .   0.    .         !
 2007.1!                + *                   !!         .    . 0  .         !
 2007.2!                 +                    !!         .    0    .         !
 2007.3!                 + *                  !!         .    . 0  .         !
 2007.4!                  + *                 !!         .    . 0  .         !
 2008.1!                    +                 !!         .    0    .         !
 2008.2!                *  +                  !!         . 0  .    .         !
 2008.3!                +  *                  !!         .    .  0 .         !
 2008.4!               *   +                  !!         0    .    .         !
 2009.1!             * +                      !!         . 0  .    .         !
 2009.2!            +   *                     !!         .    .    0         !
 2009.3!                + *                   !!         .    .  0 .         !
 2009.4!                 + *                  !!         .    . 0  .         !
 2010.1!                   +                  !!         .    0    .         !
 2010.2!               *  +                   !!         .0   .    .         !
 2010.3!             * +                      !!         . 0  .    .         !
 2010.4!             +*                       !!         .    .0   .         !
 2011.1!               + *                    !!         .    . 0  .         !
 2011.2!                +                     !!         .    0    .         !
 2011.3!                +  *                  !!         .    .   0.         !
 2011.4!                  +*                  !!         .    .0   .         !
 2012.1!                 *+                   !!         .   0.    .         !
 2012.2!               *+                     !!         .  0 .    .         !
 2012.3!             * +                      !!         .  0 .    .         !
 2012.4!              +*                      !!         .    .0   .         !


     22.75 percent of the residuals exceed 1 SE
      7.19 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNZIN=NZPX$Q/INPMM;                                                     
 GENR LAANZIN=LOG(AANZIN+.00001);                                             
 GENR LANZIN=LOG(ANZIN+.00001);                                               
 LHS AANZIN=EXP(LAANZIN)-.00001;                                              
  EQ 3044 LAANZIN C LANZIN(-1) PNZIN;                                         
EQUATION 1615  LAANZIN  
   RHS     C  LANZIN(-1)  PNZIN  
 SMPL 1979.4 2012.4;                                                          
Sample period is now  1979.4 to  2012.4 Internally:   112 to   244
 OLS;EST 1615 PLOT=0;END;                                                     

Equation number = 1615
**********************

Dependent variable = LAANZIN 

 1979.4 -   2012.4,    0 missing obs.,  133 obs. used.

Mean of dependent variable       -5.429891828

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.777043459       0.498365281  -1.55918     1.000000
15254 LANZIN  ( -1)       0.564153639       0.071773618   7.86018    -5.423140
15252 PNZIN   (  0)      -1.425193202       0.482995218  -2.95074     1.117999

SE of equation            =     0.820554600
Sum of squared residuals  =  87.5302806       0.139888101E-11
Average absolute error    =     0.601630980
Sum of ABS residuals      =  80.0169203    
R squared                 =   0.47903
Durbin-Watson statistic   =   1.95422
SMPL and No. Obs.         = 1979.4   2012.4    133

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.4!                       *   +          !!           .0 .  .           !
 1980.1!                        +        *    !!           .  .  . 0         !
 1980.2!                              +  *    !!           .  .0 .           !
 1980.3!                              +     * !!           .  .  0           !
 1980.4!                               +      !!           .  0  .           !
 1981.1!                            +        *!!           .  .  . 0         !
 1981.2!                                +  *  !!           .  . 0.           !
 1981.3!                              +  *    !!           .  . 0.           !
 1981.4!                             +        !!           .  0  .           !
 1982.1*                           +          !0           .  .  .           !
 1982.2!         *+                           !!           .  0  .           !
 1982.3!                +                  *  !!           .  .  .      0    !
 1982.4!                              +   *   !!           .  . 0.           !
 1983.1!                            * +       !!           . 0.  .           !
 1983.2!                           +       *  !!           .  .  . 0         !
 1983.3!                               +      !!           .  0  .           !
 1983.4!                            +   *     !!           .  . 0.           !
 1984.1!                             +     *  !!           .  .  0           !
 1984.2!                              +*      !!           .  0  .           !
 1984.3!                             +   *    !!           .  . 0.           !
 1984.4!                              + *     !!           .  .0 .           !
 1985.1!                             +    *   !!           .  .  0           !
 1985.2!                               +      *!           .  .  .0          !
 1985.3!                               * +    !!           . 0.  .           !
 1985.4!                             +  *     !!           .  .0 .           !
 1986.1!                              +  *    !!           .  . 0.           !
 1986.2!                              +    *  !!           .  .  0           !
 1986.3!                               + *    !!           .  .0 .           !
 1986.4!                             *+       !!           .  0  .           !
 1987.1!                           +   *      !!           .  . 0.           !
 1987.2!                             + *      !!           .  .0 .           !
 1987.3!                            +     *   !!           .  .  0           !
 1987.4!                              +   *   !!           .  . 0.           !
 1988.1!                             +    *   !!           .  .  0           !
 1988.2!             *               +        !!     0     .  .  .           !
 1988.3!                 +            *       !!           .  .  .   0       !
 1988.4!                          + *         !!           .  .0 .           !
 1989.1!                     *   +            !!           .0 .  .           !
 1989.2!                   +        *         !!           .  .  . 0         !
 1989.3!                       +       *      !!           .  .  .0          !
 1989.4!                          +    *      !!           .  .  0           !
 1990.1!                         *+           !!           .  0  .           !
 1990.2!           *           +              !!        0  .  .  .           !
 1990.3!      *        +                      !!         0 .  .  .           !
 1990.4!        *     +                       !!          0.  .  .           !
 1991.1!                +       *             !!           .  .  .0          !
 1991.2!                        + *           !!           .  .0 .           !
 1991.3!                        *+            !!           . 0.  .           !
 1991.4!                *       +             !!         0 .  .  .           !
 1992.1!                    +*                !!           .  .0 .           !
 1992.2!                      +    *          !!           .  . 0.           !
 1992.3!                         *+           !!           .  0  .           !
 1992.4!              *          +            !!        0  .  .  .           !
 1993.1!                  +    *              !!           .  .  0           !
 1993.2!                 *    +               !!           0  .  .           !
 1993.3!               *   +                  !!           .0 .  .           !
 1993.4!                  + *                 !!           .  .0 .           !
 1994.1!                    +                 !!           .  0  .           !
 1994.2!                    +                 !!           .  0  .           !
 1994.3!         *          +                 !!        0  .  .  .           !
 1994.4!             +    *                   !!           .  .  0           !
 1995.1!                  +        *          !!           .  .  . 0         !
 1995.2!                     *   +            !!           .0 .  .           !
 1995.3!                 *   +                !!           .0 .  .           !
 1995.4!                   +  *               !!           .  . 0.           !
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 1996.2!                          * +         !!           . 0.  .           !
 1996.3!                        +   *         !!           .  . 0.           !
 1996.4!              *           +           !!        0  .  .  .           !
 1997.1*                 +                    !!    0      .  .  .           !
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 1997.3!          *      +                    !!          0.  .  .           !
 1997.4!                +      *              !!           .  .  .0          !
 1998.1!                *      +              !!          0.  .  .           !
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 1998.4!                    + *               !!           .  .0 .           !
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 2001.3!             *    +                   !!           0  .  .           !
 2001.4!               *+                     !!           . 0.  .           !
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 2002.2!                 *+                   !!           . 0.  .           !
 2002.3!               *   +                  !!           .0 .  .           !
 2002.4!                  + *                 !!           .  .0 .           !
 2003.1!                  *  +                !!           .0 .  .           !
 2003.2!               *   +                  !!           .0 .  .           !
 2003.3!            *    +                    !!           0  .  .           !
 2003.4!                +   *                 !!           .  . 0.           !
 2004.1!               *    +                 !!           .0 .  .           !
 2004.2!            *   +                     !!           .0 .  .           !
 2004.3!           *   +                      !!           .0 .  .           !
 2004.4!               +  *                   !!           .  . 0.           !
 2005.1!           *       +                  !!          0.  .  .           !
 2005.2!     *        +                       !!         0 .  .  .           !
 2005.3!          *+                          !!           .  0  .           !
 2005.4!              +    *                  !!           .  .  0           !
 2006.1!                *  +                  !!           .0 .  .           !
 2006.2!               * +                    !!           . 0.  .           !
 2006.3!            *    +                    !!           0  .  .           !
 2006.4!               +  *                   !!           .  . 0.           !
 2007.1!                  +                   !!           .  0  .           !
 2007.2!           *     +                    !!           0  .  .           !
 2007.3!           *  +                       !!           . 0.  .           !
 2007.4!             +     *                  !!           .  .  0           !
 2008.1!                * +                   !!           . 0.  .           !
 2008.2!                +                     !!           .  0  .           !
 2008.3!            *   +                     !!           .0 .  .           !
 2008.4!               +     *                !!           .  .  0           !
 2009.1!                   *+                 !!           . 0.  .           !
 2009.2!                * +                   !!           . 0.  .           !
 2009.3!               *  +                   !!           .0 .  .           !
 2009.4!                 + *                  !!           .  .0 .           !
 2010.1!                  +                   !!           .  0  .           !
 2010.2!               *+                     !!           .  0  .           !
 2010.3!         *    +                       !!           0  .  .           !
 2010.4!          +           *               !!           .  .  .  0        !
 2011.1!                  + *                 !!           .  .0 .           !
 2011.2!               + *                    !!           .  .0 .           !
 2011.3!            *+                        !!           . 0.  .           !
 2011.4!           +      *                   !!           .  .  0           !
 2012.1!              +  *                    !!           .  . 0.           !
 2012.2!             +    *                   !!           .  . 0.           !
 2012.3!              *+                      !!           . 0.  .           !
 2012.4!              +      *                !!           .  .  .0          !


     22.56 percent of the residuals exceed 1 SE
      3.01 percent of the residuals exceed 2 SE
@@EQ 3045 LAASAIN C LASAIN(-1) PSAIN;SMPL 2000.3 2012.4;OLS;EST 3045 PLOT=0;EN
@@EQ 3046 LAAVEIN C LAVEIN(-1) PVEIN;SMPL 2000.3 2012.4;OLS;EST 3046 PLOT=0;EN
@@EQ 3047 LAACOIN C LACOIN(-1) PCOIN;SMPL 1999.3 2012.4;OLS;EST 3047 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJOIN=JOPX$Q/INPMM;                                                     
 GENR LAAJOIN=LOG(AAJOIN+.00001);                                             
 GENR LAJOIN=LOG(AJOIN+.00001);                                               
 LHS AAJOIN=EXP(LAAJOIN)-.00001;                                              
  EQ 3048 LAAJOIN C LAJOIN(-1) PJOIN;                                         
EQUATION 1616  LAAJOIN  
   RHS     C  LAJOIN(-1)  PJOIN  
 SMPL 1990.3 2012.4;                                                          
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
 OLS;EST 1616 PLOT=0;END;                                                     

Equation number = 1616
**********************

Dependent variable = LAAJOIN 

 1990.3 -   2012.4,    0 missing obs.,   90 obs. used.

Mean of dependent variable       -7.491015391

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.787955595       0.458879426  -3.89635     1.000000
15257 LAJOIN  ( -1)       0.570611514       0.082491202   6.91724    -7.489384
15255 PJOIN   (  0)      -1.036822545       0.260207990  -3.98459     1.378762

SE of equation            =     0.686495658
Sum of squared residuals  =  41.0010370       0.262367905E-11
Average absolute error    =     0.520269684
Sum of ABS residuals      =  46.8242716    
R squared                 =   0.68942
Durbin-Watson statistic   =   2.09172
SMPL and No. Obs.         = 1990.3   2012.4     90

Plot of actual(*) and fitted(+) values and residuals(0)


 1990.3!       *       +                      !!      0  .    .    .         !
 1990.4!       *       +                      !!      0  .    .    .         !
 1991.1!                  +             *     !!         .    .    .       0 !
 1991.2!                              +    *  !!         .    .   0.         !
 1991.3!                                +   * !!         .    .   0.         !
 1991.4!                                 +    *!         .    .   0.         !
 1992.1!                              *    +  !!         0    .    .         !
 1992.2!                              +*      !!         .    .0   .         !
 1992.3!                              *+      !!         .   0.    .         !
 1992.4!                              +  *    !!         .    . 0  .         !
 1993.1!                        *      +      !!        0.    .    .         !
 1993.2!                         *+           !!         .   0.    .         !
 1993.3!                           + *        !!         .    .0   .         !
 1993.4!                            +*        !!         .    .0   .         !
 1994.1!                   *     +            !!        0.    .    .         !
 1994.2!                    + *               !!         .    . 0  .         !
 1994.3!                     +*               !!         .    0    .         !
 1994.4!                     + *              !!         .    .0   .         !
 1995.1!                      +         *     !!         .    .    .   0     !
 1995.2!                            +    *    !!         .    .    0         !
 1995.3!                             +     *  !!         .    .    .0        !
 1995.4!                              +    *  !!         .    .    0         !
 1996.1!                             +   *    !!         .    .  0 .         !
 1996.2!                            +     *   !!         .    .    0         !
 1996.3!                             +   *    !!         .    .   0.         !
 1996.4!                            +     *   !!         .    .    0         !
 1997.1!                     *         +      !!     0   .    .    .         !
 1997.2!                     * +              !!         .   0.    .         !
 1997.3!                       *+             !!         .    0    .         !
 1997.4!                       *  +           !!         .  0 .    .         !
 1998.1!                        +       *     !!         .    .    .  0      !
 1998.2!                              +  *    !!         .    .  0 .         !
 1998.3!                              +   *   !!         .    .   0.         !
 1998.4!                               +   *  !!         .    .   0.         !
 1999.1!                         *     +      !!        0.    .    .         !
 1999.2!                        + *           !!         .    . 0  .         !
 1999.3!                         +            !!         .    0    .         !
 1999.4!                          +           !!         .    0    .         !
 2000.1!                  *        +          !!      0  .    .    .         !
 2000.2!                     *+               !!         .   0.    .         !
 2000.3!                    *   +             !!         .0   .    .         !
 2000.4!                   *   +              !!         .0   .    .         !
 2001.1!                      +               !!         .    0    .         !
 2001.2!                       *+             !!         .   0.    .         !
 2001.3!                       *+             !!         .   0.    .         !
 2001.4!                       *+             !!         .   0.    .         !
 2002.1!                      *+              !!         .   0.    .         !
 2002.2!                       +              !!         .    .0   .         !
 2002.3!                       * +            !!         .  0 .    .         !
 2002.4!                       *+             !!         .  0 .    .         !
 2003.1!                         +       *    !!         .    .    . 0       !
 2003.2!                  *           +       !!  0      .    .    .         !
 2003.3!                     +          *     !!         .    .    .    0    !
 2003.4!              *               +       !0         .    .    .         !
 2004.1!                   *+                 !!         .   0.    .         !
 2004.2!                      +   *           !!         .    .  0 .         !
 2004.3!                          +           *!         .    .    .     0   !
 2004.4!                            *    +    !!         .0   .    .         !
 2005.1!                 *          +         !!     0   .    .    .         !
 2005.2!                    *+                !!         .   0.    .         !
 2005.3!                      +         *     !!         .    .    .    0    !
 2005.4!                            *+        !!         .   0.    .         !
 2006.1!                          +      *    !!         .    .    .0        !
 2006.2!                           * +        !!         .   0.    .         !
 2006.3!                          +      *    !!         .    .    . 0       !
 2006.4!                            *+        !!         .    0    .         !
 2007.1!                        +     *       !!         .    .    0         !
 2007.2!                      *  +            !!         . 0  .    .         !
 2007.3!                *     +               !!         0    .    .         !
 2007.4!        *          +                  !!    0    .    .    .         !
 2008.1!              +                       !!         .    0    .         !
 2008.2!             *+                       !!         .   0.    .         !
 2008.3!    *    +                            !!         0    .    .         !
 2008.4!  +*                                  !!         .    .0   .         !
 2009.1!+*                                    !!         .    .0   .         !
 2009.2! +       *                            !!         .    .    .  0      !
 2009.3!          +  *                        !!         .    . 0  .         !
 2009.4!           * +                        !!         .  0 .    .         !
 2010.1!        *    +                        !!         0    .    .         !
 2010.2!        *+                            !!         .   0.    .         !
 2010.3!  *       +                           !!       0 .    .    .         !
 2010.4!    *  +                              !!         .  0 .    .         !
 2011.1!        +   *                         !!         .    .  0 .         !
 2011.2!            +  *                      !!         .    .  0 .         !
 2011.3!      *       +                       !!       0 .    .    .         !
 2011.4!       +  *                           !!         .    .  0 .         !
 2012.1*         +                            !!    0    .    .    .         !
 2012.2!+  *                                  !!         .    .  0 .         !
 2012.3!      + *                             !!         .    . 0  .         !
 2012.4!        +                             !!         .    0    .         !


     27.78 percent of the residuals exceed 1 SE
      4.44 percent of the residuals exceed 2 SE
@EQ  3049 LAASYIN C LASYIN(-1) PSYIN;SMPL 1982.3 2012.4;OLS;EST 3049 PLOT=0;EN
@EQ  3050 LAAIDIN C LAIDIN(-1) PIDIN;SMPL 1966.1 2012.4;OLS;EST 3050 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAIN=MAPX$Q/INPMM;                                                     
 GENR LAAMAIN=LOG(AAMAIN+.00001);                                             
 GENR LAMAIN=LOG(AMAIN+.00001);                                               
 LHS AAMAIN=EXP(LAAMAIN)-.00001;                                              
  EQ 3051 LAAMAIN C LAMAIN(-1) PMAIN;                                         
EQUATION 1617  LAAMAIN  
   RHS     C  LAMAIN(-1)  PMAIN  
 SMPL 1967.3 2012.4;                                                          
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
 OLS;EST 1617 PLOT=0;END;                                                     

Equation number = 1617
**********************

Dependent variable = LAAMAIN 

 1967.3 -   2012.4,    0 missing obs.,  182 obs. used.

Mean of dependent variable       -5.810505493

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.467796247       0.298529770  -1.56700     1.000000
15260 LAMAIN  ( -1)       0.841719752       0.041480390  20.29199    -5.825314
15258 PMAIN   (  0)      -0.343169201       0.229447821  -1.49563     1.280498

SE of equation            =     0.639129405
Sum of squared residuals  =  73.1190649      -0.160405023E-11
Average absolute error    =     0.457307878
Sum of ABS residuals      =  83.2300338    
R squared                 =   0.74610
Durbin-Watson statistic   =   2.78299
SMPL and No. Obs.         = 1967.3   2012.4    182

Plot of actual(*) and fitted(+) values and residuals(0)


 1967.3!                 *+                   !!           . 0.  .           !
 1967.4!                 *+                   !!           . 0.  .           !
 1968.1!                 *+                   !!           . 0.  .           !
 1968.2!                 *+                   !!           . 0.  .           !
 1968.3!                 *+                   !!           . 0.  .           !
 1968.4!                 * +                  !!           . 0.  .           !
 1969.1!                  +                   !!           .  0  .           !
 1969.2!                *  +                  !!           .0 .  .           !
 1969.3!                *+                    !!           . 0.  .           !
 1969.4!                 +                    !!           .  0  .           !
 1970.1!               *  +                   !!           .0 .  .           !
 1970.2!               *+                     !!           . 0.  .           !
 1970.3!               *+                     !!           .  0  .           !
 1970.4!                +                     !!           . 0.  .           !
 1971.1!                *+                    !!           . 0.  .           !
 1971.2!              *  +                    !!           .0 .  .           !
 1971.3!             *  +                     !!           .0 .  .           !
 1971.4!             * +                      !!           . 0.  .           !
 1972.1!            *  +                      !!           .0 .  .           !
 1972.2!              *+                      !!           . 0.  .           !
 1972.3!              * +                     !!           . 0.  .           !
 1972.4!              * +                     !!           . 0.  .           !
 1973.1!              * +                     !!           . 0.  .           !
 1973.2!              * +                     !!           . 0.  .           !
 1973.3!              * +                     !!           . 0.  .           !
 1973.4!              *+                      !!           . 0.  .           !
 1974.1!         *    +                       !!           0  .  .           !
 1974.2!          +    *                      !!           .  .  0           !
 1974.3!        *      +                      !!         0 .  .  .           !
 1974.4!        *+                            !!           . 0.  .           !
 1975.1!        *+                            !!           . 0.  .           !
 1975.2!     *    +                           !!           0  .  .           !
 1975.3!        +  *                          !!           .  . 0.           !
 1975.4!        *    +                        !!           0  .  .           !
 1976.1!          +                           !!           .  0  .           !
 1976.2!        *   +                         !!           0  .  .           !
 1976.3!       *  +                           !!           .0 .  .           !
 1976.4!       * +                            !!           . 0.  .           !
 1977.1!         +                            !!           .  0  .           !
 1977.2!      *   +                           !!           0  .  .           !
 1977.3!    *  +                              !!           .0 .  .           !
 1977.4!       +    *                         !!           .  .  0           !
 1978.1!           * +                        !!           . 0.  .           !
 1978.2!             +  *                     !!           .  . 0.           !
 1978.3!             *   +                    !!           0  .  .           !
 1978.4!          *   +                       !!           0  .  .           !
 1979.1!         * +                          !!           .0 .  .           !
 1979.2!          +                           !!           .  0  .           !
 1979.3!           +        *                 !!           .  .  .  0        !
 1979.4!         *          +                 !!      0    .  .  .           !
 1980.1!          +   *                       !!           .  . 0.           !
 1980.2!               +  *                   !!           .  . 0.           !
 1980.3!                  +    *              !!           .  .  0           !
 1980.4!                 *     +              !!          0.  .  .           !
 1981.1!                *+                    !!           . 0.  .           !
 1981.2!                + *                   !!           .  . 0.           !
 1981.3!             *    +                   !!           0  .  .           !
 1981.4!             *+                       !!           . 0.  .           !
 1982.1!              +  *                    !!           .  . 0.           !
 1982.2!         *       +                    !!         0 .  .  .           !
 1982.3!           +    *                     !!           .  .  .0          !
 1982.4!                +   *                 !!           .  . 0.           !
 1983.1!                    +                 !!           .  0  .           !
 1983.2!               *    +                 !!           0  .  .           !
 1983.3!                +        *            !!           .  .  .  0        !
 1983.4!                        +*            !!           .  .0 .           !
 1984.1!                *       +             !!         0 .  .  .           !
 1984.2!               +     *                !!           .  .  .0          !
 1984.3!               *    +                 !!           0  .  .           !
 1984.4!               + *                    !!           .  .0 .           !
 1985.1!                 +  *                 !!           .  . 0.           !
 1985.2!          *        +                  !!        0  .  .  .           !
 1985.3!            +            *            !!           .  .  .     0     !
 1985.4!                      * +             !!           . 0.  .           !
 1986.1!                 *     +              !!          0.  .  .           !
 1986.2!                  +    *              !!           .  .  0           !
 1986.3!                       *+             !!           . 0.  .           !
 1986.4!  *                     +             !0           .  .  .           !
 1987.1!      +             *                 !!           .  .  .      0    !
 1987.2!                    *+                !!           . 0.  .           !
 1987.3!                   * +                !!           . 0.  .           !
 1987.4*                     +                !0           .  .  .           !
 1988.1!    +              *                  !!           .  .  .      0    !
 1988.2!                    +                 !!           .  0  .           !
 1988.3!                     +      *         !!           .  .  . 0         !
 1988.4!                     *      +         !!         0 .  .  .           !
 1989.1!                      +       *       !!           .  .  .  0        !
 1989.2!                         *   +        !!           0  .  .           !
 1989.3!                         +  *         !!           .  . 0.           !
 1989.4!                       *    +         !!           0  .  .           !
 1990.1!                        +    *        !!           .  .  0           !
 1990.2!                         *   +        !!           .0 .  .           !
 1990.3!                          +           !!           .  .0 .           !
 1990.4!                          *+          !!           .  0  .           !
 1991.1!                   *       +          !!         0 .  .  .           !
 1991.2!                  * +                 !!           .0 .  .           !
 1991.3!                    + *               !!           .  .0 .           !
 1991.4!                       + *            !!           .  . 0.           !
 1992.1!                   *      +           !!          0.  .  .           !
 1992.2!                    +   *             !!           .  .  0           !
 1992.3!                *        +            !!        0  .  .  .           !
 1992.4!                  +  *                !!           .  . 0.           !
 1993.1!                     *+               !!           .  0  .           !
 1993.2!                      + *             !!           .  . 0.           !
 1993.3!                         + *          !!           .  . 0.           !
 1993.4!                           +*         !!           .  0  .           !
 1994.1!                          *+          !!           . 0.  .           !
 1994.2!                          +  *        !!           .  . 0.           !
 1994.3!                             +  *     !!           .  . 0.           !
 1994.4!                         *    +       !!           0  .  .           !
 1995.1!                        +     *       !!           .  .  .0          !
 1995.2!                             +        !!           .  0  .           !
 1995.3!                             +     *  !!           .  .  . 0         !
 1995.4!                               *  +   !!           .0 .  .           !
 1996.1!                              +       !!           .  0  .           !
 1996.2!                             *+       !!           .  0  .           !
 1996.3!                             +*       !!           .  .0 .           !
 1996.4!                             +*       !!           .  0  .           !
 1997.1!                            *+        !!           . 0.  .           !
 1997.2!                           +    *     !!           .  .  0           !
 1997.3!                               +*     !!           .  .0 .           !
 1997.4!                           *   +      !!           0  .  .           !
 1998.1!                           + *        !!           .  .0 .           !
 1998.2!                            +         !!           .  0  .           !
 1998.3!                           +   *      !!           .  . 0.           !
 1998.4!                         *    +       !!           0  .  .           !
 1999.1!                         + *          !!           .  .0 .           !
 1999.2!                          + *         !!           .  .0 .           !
 1999.3!                           +     *    !!           .  .  .0          !
 1999.4!                             *  +     !!           .0 .  .           !
 2000.1!                             +  *     !!           .  . 0.           !
 2000.2!                             * +      !!           . 0.  .           !
 2000.3!                            +    *    !!           .  .  0           !
 2000.4!                             *  +     !!           .0 .  .           !
 2001.1!                            +  *      !!           .  . 0.           !
 2001.2!                              +*      !!           .  .0 .           !
 2001.3!                             +    *   !!           .  .  0           !
 2001.4!                              * +     !!           . 0.  .           !
 2002.1!                             + *      !!           .  . 0.           !
 2002.2!                              +  *    !!           .  . 0.           !
 2002.3!                               +*     !!           .  0  .           !
 2002.4!                              + *     !!           .  .0 .           !
 2003.1!                               +*     !!           .  .0 .           !
 2003.2!                               +*     !!           .  .0 .           !
 2003.3!                               +  *   !!           .  . 0.           !
 2003.4!                              *  +    !!           . 0.  .           !
 2004.1!                             +*       !!           .  0  .           !
 2004.2!                             + *      !!           .  .0 .           !
 2004.3!                             +     *  !!           .  .  .0          !
 2004.4!                              *  +    !!           .0 .  .           !
 2005.1!                             + *      !!           .  .0 .           !
 2005.2!                              +       !!           .  0  .           !
 2005.3!                             +    *   !!           .  .  0           !
 2005.4!                               * +    !!           . 0.  .           !
 2006.1!                              + *     !!           .  .0 .           !
 2006.2!                               +*     !!           .  .0 .           !
 2006.3!                               +   *  !!           .  .  0           !
 2006.4!                                * +   !!           .0 .  .           !
 2007.1!                               +*     !!           .  .0 .           !
 2007.2!                               +   *  !!           .  .  0           !
 2007.3!                                  +   *!           .  .  0           !
 2007.4!                               *    + !!           0  .  .           !
 2008.1!                               +   *  !!           .  .  0           !
 2008.2!                                  +*  !!           .  .0 .           !
 2008.3!                                  +   *!           .  . 0.           !
 2008.4!                               *    + !!           0  .  .           !
 2009.1!                              + *     !!           .  .0 .           !
 2009.2!                               +  *   !!           .  . 0.           !
 2009.3!                                +  *  !!           .  . 0.           !
 2009.4!                                  +*  !!           .  .0 .           !
 2010.1!                                 +*   !!           .  0  .           !
 2010.2!                                + *   !!           .  .0 .           !
 2010.3!                                +  *  !!           .  . 0.           !
 2010.4!                                 + *  !!           .  .0 .           !
 2011.1!                                 +  * !!           .  . 0.           !
 2011.2!                                  +*  !!           .  .0 .           !
 2011.3!                                  +  *!!           .  . 0.           !
 2011.4!                                  *+  !!           . 0.  .           !
 2012.1!                                 + *  !!           .  . 0.           !
 2012.2!                                 +*   !!           .  .0 .           !
 2012.3!                                +     *!           .  .  .0          !
 2012.4!                                    +*!!           .  .0 .           !


     21.43 percent of the residuals exceed 1 SE
      3.30 percent of the residuals exceed 2 SE
@EQ  3052 LAAPAIN C LAPAIN(-1) PPAIN;SMPL 1972.3 2012.4;OLS;EST 3052 PLOT=0;EN
@@EQ 3053 LAAPHIN C LAPHIN(-1) PPHIN;SMPL 1999.4 2012.4;OLS;EST 3053 PLOT=0;EN
@EQ  3054 LAATHIN C LATHIN(-1) PTHIN;SMPL 1980.1 2012.4;OLS;EST 3054 PLOT=0;EN
@EQ  3055 LAACHIN C LACHIN(-1) PCHIN;SMPL 1981.3 2012.4;OLS;EST 3055 PLOT=0;EN
@EQ  3056 LAAARIN C LAARIN(-1) PARIN;SMPL 1968.2 2012.4;OLS;EST 3056 PLOT=0;EN
@EQ  3057 LAABRIN C LABRIN(-1) PBRIN;SMPL 1981.3 2012.4;OLS;EST 3057 PLOT=0;EN
@@EQ 3058 LAACEIN C LACEIN(-1) PCEIN;SMPL 2012.3 2012.4;OLS;EST 3058 PLOT=0;EN
@@EQ 3059 LAAMEIN C LAMEIN(-1) PMEIN;SMPL 1992.1 2012.4;OLS;EST 3059 PLOT=0;EN
@@EQ 3060 LAAPEIN C LAPEIN(-1) PPEIN;SMPL 2008.3 2012.4;OLS;EST 3060 PLOT=0;EN
@EQ  3061 LAATUIN C LATUIN(-1) PTUIN;SMPL 1971.4 2012.4;OLS;EST 3061 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDIN=PDPX$/INPMM;                                                      
 GENR LAAPDIN=LOG(AAPDIN+.00001);                                             
 GENR LAPDIN=LOG(APDIN+.00001);                                               
 LHS AAPDIN=EXP(LAAPDIN)-.00001;                                              
  EQ 3062 LAAPDIN C LAPDIN(-1) PPDIN;                                         
EQUATION 1618  LAAPDIN  
   RHS     C  LAPDIN(-1)  PPDIN  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1618 PLOT=0;END;                                                     

Equation number = 1618
**********************

Dependent variable = LAAPDIN 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.992758920

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.415664441       0.454129890  -0.91530     1.000000
15263 LAPDIN  ( -1)       0.799145019       0.053915219  14.82225    -5.973178
15261 PPDIN   (  0)      -0.622580361       0.337918411  -1.84240     1.290852

SE of equation            =     0.332192308
Sum of squared residuals  =  13.5732627      -0.249666954E-11
Average absolute error    =     0.231805818
Sum of ABS residuals      =  29.2075331    
R squared                 =   0.68452
Durbin-Watson statistic   =   2.16666
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                               +*     !!          .   .0  .          !
 1981.4!                              +   *   !!          .   .   0          !
 1982.1!                                +     *!          .   .   . 0        !
 1982.2!                                  +  *!!          .   . 0 .          !
 1982.3!                                 +  * !!          .   . 0 .          !
 1982.4!                                *+    !!          .   0   .          !
 1983.1!                              +*      !!          .   .0  .          !
 1983.2!                            + *       !!          .   .0  .          !
 1983.3!                           +  *       !!          .   . 0 .          !
 1983.4!                            +*        !!          .   .0  .          !
 1984.1!                *          +          !!    0     .   .   .          !
 1984.2!                +   *                 !!          .   .  0.          !
 1984.3!                   +  *               !!          .   . 0 .          !
 1984.4!                    +*                !!          .   .0  .          !
 1985.1!                   +          *       !!          .   .   .     0    !
 1985.2!                           +   *      !!          .   .   0          !
 1985.3!                             +*       !!          .   .0  .          !
 1985.4!                            + *       !!          .   . 0 .          !
 1986.1!            *                +        !0          .   .   .          !
 1986.2!             +  *                     !!          .   . 0 .          !
 1986.3!                +*                    !!          .   .0  .          !
 1986.4!                +    *                !!          .   .   0          !
 1987.1!                   * +                !!          .  0.   .          !
 1987.2!                    +*                !!          .   .0  .          !
 1987.3!                  *  +                !!          .0  .   .          !
 1987.4!                   +  *               !!          .   . 0 .          !
 1988.1!                      +   *           !!          .   .  0.          !
 1988.2!                         +      *     !!          .   .   . 0        !
 1988.3!                          *   +       !!          .0  .   .          !
 1988.4!                          +   *       !!          .   .  0.          !
 1989.1!                            +*        !!          .   .0  .          !
 1989.2!                         + *          !!          .   . 0 .          !
 1989.3!                      *  +            !!          . 0 .   .          !
 1989.4!                     +      *         !!          .   .   . 0        !
 1990.1!                        *+            !!          .  0.   .          !
 1990.2!                       +*             !!          .   .0  .          !
 1990.3!                       +*             !!          .   .0  .          !
 1990.4!                         + *          !!          .   . 0 .          !
 1991.1!                       *   +          !!          0   .   .          !
 1991.2!                      + *             !!          .   . 0 .          !
 1991.3!                       +              !!          .   0   .          !
 1991.4!                       +     *        !!          .   .   . 0        !
 1992.1!                            +         !!          .   0   .          !
 1992.2!                          + *         !!          .   . 0 .          !
 1992.3!                           + *        !!          .   . 0 .          !
 1992.4!                           + *        !!          .   . 0 .          !
 1993.1!                *          +          !!    0     .   .   .          !
 1993.2!                +*                    !!          .   .0  .          !
 1993.3!                 +*                   !!          .   .0  .          !
 1993.4!                 *+                   !!          .   0   .          !
 1994.1!              *  +                    !!          .0  .   .          !
 1994.2!              +   *                   !!          .   .  0.          !
 1994.3!                  + *                 !!          .   . 0 .          !
 1994.4!                    +                 !!          .   .0  .          !
 1995.1!                    +*                !!          .   .0  .          !
 1995.2!                     +*               !!          .   .0  .          !
 1995.3!                      +*              !!          .   .0  .          !
 1995.4!                       +              !!          .   0   .          !
 1996.1!                 *    +               !!         0.   .   .          !
 1996.2!                 *+                   !!          .  0.   .          !
 1996.3!                * +                   !!          . 0 .   .          !
 1996.4!                 *+                   !!          .  0.   .          !
 1997.1!                  +     *             !!          .   .   .0         !
 1997.2!                       +              !!          .   0   .          !
 1997.3!                      +*              !!          .   .0  .          !
 1997.4!                       +  *           !!          .   .  0.          !
 1998.1!            *           +             !!   0      .   .   .          !
 1998.2!           * +                        !!          .  0.   .          !
 1998.3!           *+                         !!          .  0.   .          !
 1998.4!            +                         !!          .   0   .          !
 1999.1!          *  +                        !!          . 0 .   .          !
 1999.2!          +                           !!          .   0   .          !
 1999.3!         * +                          !!          . 0 .   .          !
 1999.4!           +                          !!          .  0.   .          !
 2000.1!         *   +                        !!          .0  .   .          !
 2000.2!          *+                          !!          .  0.   .          !
 2000.3!        *  +                          !!          .0  .   .          !
 2000.4!          +                           !!          .   0   .          !
 2001.1!           +           *              !!          .   .   .     0    !
 2001.2!                     +                !!          .   0   .          !
 2001.3!                    +*                !!          .   .0  .          !
 2001.4!                   + *                !!          .   .0  .          !
 2002.1!             *     +                  !!         0.   .   .          !
 2002.2!             +*                       !!          .   .0  .          !
 2002.3!              *+                      !!          .  0.   .          !
 2002.4!              +*                      !!          .   .0  .          !
 2003.1!                +   *                 !!          .   .   0          !
 2003.2!                   +*                 !!          .   0   .          !
 2003.3!                   +*                 !!          .   0   .          !
 2003.4!                    +*                !!          .   .0  .          !
 2004.1!               *     +                !!         0.   .   .          !
 2004.2!               +*                     !!          .   0   .          !
 2004.3!                +                     !!          .   0   .          !
 2004.4!                 +                    !!          .   0   .          !
 2005.1!                  +          *        !!          .   .   .    0     !
 2005.2!                     *     +          !!         0.   .   .          !
 2005.3!                     +                !!          .   0   .          !
 2005.4!                    * +               !!          . 0 .   .          !
 2006.1!                *   +                 !!          .0  .   .          !
 2006.2!                 +       *            !!          .   .   .  0       !
 2006.3!                       *+             !!          .  0.   .          !
 2006.4!                   *   +              !!          0   .   .          !
 2007.1!                 * +                  !!          . 0 .   .          !
 2007.2!                  + *                 !!          .   .  0.          !
 2007.3!                  *  +                !!          . 0 .   .          !
 2007.4!                   +*                 !!          .   .0  .          !
 2008.1!                     *+               !!          .  0.   .          !
 2008.2!               *      +               !!        0 .   .   .          !
 2008.3!                 +  *                 !!          .   .  0.          !
 2008.4!                 *   +                !!          .0  .   .          !
 2009.1!                 +   *                !!          .   .   0          !
 2009.2!                    +                 !!          .   0   .          !
 2009.3!                    + *               !!          .   . 0 .          !
 2009.4!                      +               !!          .  0.   .          !
 2010.1!                   *  +               !!          . 0 .   .          !
 2010.2!               *  +                   !!          .0  .   .          !
 2010.3!         *      +                     !!        0 .   .   .          !
 2010.4!           +   *                      !!          .   .   0          !
 2011.1!           *    +                     !!          0   .   .          !
 2011.2!          *  +                        !!          . 0 .   .          !
 2011.3!          * +                         !!          . 0 .   .          !
 2011.4!           +  *                       !!          .   . 0 .          !
 2012.1!         *     +                      !!         0.   .   .          !
 2012.2!   *     +                            !!        0 .   .   .          !
 2012.3*     +                                !!        0 .   .   .          !
 2012.4!   +                                  !!          .   0   .          !


     21.43 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
@@EQ 3063 LAARUIN C LARUIN(-1) PRUIN;SMPL 1992.3 2012.4;OLS;EST 3063 PLOT=0;EN
@@EQ 3064 LAAUEIN C LAUEIN(-1) PUEIN;SMPL 1995.3 2012.4;OLS;EST 3064 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PEGIN=EGPX$/INPMM;                                                      
 GENR LAAEGIN=LOG(AAEGIN+.00001);                                             
 GENR LAEGIN=LOG(AEGIN+.00001);                                               
 LHS AAEGIN=EXP(LAAEGIN)-.00001;                                              
  EQ 3065 LAAEGIN C LAEGIN(-1) PEGIN;                                         
EQUATION 1619  LAAEGIN  
   RHS     C  LAEGIN(-1)  PEGIN  
 SMPL 1988.3 2012.4;                                                          
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
 OLS;EST 1619 PLOT=0;END;                                                     

Equation number = 1619
**********************

Dependent variable = LAAEGIN 

 1988.3 -   2012.4,    0 missing obs.,   98 obs. used.

Mean of dependent variable       -8.695029571

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.443952291       1.157159308  -0.38366     1.000000
15266 LAEGIN  ( -1)       0.886323095       0.049970736  17.73684    -8.705712
15264 PEGIN   (  0)      -0.413117453       0.781799410  -0.52842     1.295040

SE of equation            =     0.721346762
Sum of squared residuals  =  49.4324093       0.244977372E-10
Average absolute error    =     0.376386393
Sum of ABS residuals      =  36.8858665    
R squared                 =   0.77007
Durbin-Watson statistic   =   1.97196
SMPL and No. Obs.         = 1988.3   2012.4     98

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.3!                        +             !!          .   0   .          !
 1988.4!                       +*             !!          .   0   .          !
 1989.1!                    *  +              !!          . 0 .   .          !
 1989.2!                   +                  !!          .   0   .          !
 1989.3!                  *+                  !!          .   0   .          !
 1989.4!                  +*                  !!          .   0   .          !
 1990.1!                   +    *             !!          .   .   0          !
 1990.2!                       +              !!          .  0.   .          !
 1990.3!                      +               !!          .   0   .          !
 1990.4!                      *+              !!          .  0.   .          !
 1991.1!         *            +               !!     0    .   .   .          !
 1991.2!          +*                          !!          .   .0  .          !
 1991.3!           *+                         !!          .  0.   .          !
 1991.4!           *+                         !!          .  0.   .          !
 1992.1!            +   *                     !!          .   .  0.          !
 1992.2!              *  +                    !!          . 0 .   .          !
 1992.3!               +*                     !!          .   0   .          !
 1992.4!              * +                     !!          .  0.   .          !
 1993.1!              *+                      !!          .   0   .          !
 1993.2!              *+                      !!          .   0   .          !
 1993.3!               + *                    !!          .   .0  .          !
 1993.4!                 +  *                 !!          .   . 0 .          !
 1994.1!*                  +                  !! 0        .   .   .          !
 1994.2!  +                                   !!          .   0   .          !
 1994.3!    +*                                !!          .   .0  .          !
 1994.4!  *   +                               !!          .0  .   .          !
 1995.1!    +                                 !!          .   0   .          !
 1995.2!      +                               !!          .   0   .          !
 1995.3!    *   +                             !!          .0  .   .          !
 1995.4!    * +                               !!          . 0 .   .          !
 1996.1*     +                                !!          0   .   .          !
 1996.2*  +                                   !!          . 0 .   .          !
 1996.3*  +                                   !!          . 0 .   .          !
 1996.4*  +                                   !!          . 0 .   .          !
 1997.1!  +                     *             !!          .   .   .          0
 1997.2!                        +             !!          .   0   .          !
 1997.3!                       +*             !!          .   0   .          !
 1997.4!                        +             !!          .   .0  .          !
 1998.1!   *                    +             !!0         .   .   .          !
 1998.2!    *+                                !!          .   0   .          !
 1998.3!   * +                                !!          . 0 .   .          !
 1998.4!    +                                 !!          .   0   .          !
 1999.1!      +*                              !!          .   .0  .          !
 1999.2!        +                             !!          .   0   .          !
 1999.3!       * +                            !!          .  0.   .          !
 1999.4!        +                             !!          .   0   .          !
 2000.1!         +                    *       !!          .   .   .         0!
 2000.2!                             + *      !!          .   . 0 .          !
 2000.3!                              +*      !!          .   .0  .          !
 2000.4!                             + *      !!          .   .0  .          !
 2001.1!                      *      +        !!          0   .   .          !
 2001.2!                      +               !!          .   0   .          !
 2001.3!                     +                !!          .   0   .          !
 2001.4!                    +                 !!          .   0   .          !
 2002.1!                   + *                !!          .   .0  .          !
 2002.2!                    + *               !!          .   .0  .          !
 2002.3!                    *+                !!          .  0.   .          !
 2002.4!                    +                 !!          .   0   .          !
 2003.1!                    +    *            !!          .   .   0          !
 2003.2!                        +             !!          .   0   .          !
 2003.3!                       +              !!          .   0   .          !
 2003.4!                       +*             !!          .   .0  .          !
 2004.1!        *               +             !!    0     .   .   .          !
 2004.2!        *+                            !!          .  0.   .          !
 2004.3!        * +                           !!          .  0.   .          !
 2004.4!         *+                           !!          .  0.   .          !
 2005.1!       *  +                           !!          . 0 .   .          !
 2005.2!       * +                            !!          .  0.   .          !
 2005.3!        *+                            !!          .  0.   .          !
 2005.4!         +*                           !!          .   0   .          !
 2006.1!           +                          !!          .   0   .          !
 2006.2!           *+                         !!          .   0   .          !
 2006.3!           *+                         !!          .  0.   .          !
 2006.4!           *+                         !!          .  0.   .          !
 2007.1!            +       *                 !!          .   .   .0         !
 2007.2!                    +                 !!          .   0   .          !
 2007.3!                   *+                 !!          .  0.   .          !
 2007.4!                    +*                !!          .   .0  .          !
 2008.1!                     +           *    !!          .   .   .   0      !
 2008.2!                                +  *  !!          .   . 0 .          !
 2008.3!                                 +    !!          .   0   .          !
 2008.4!                              * +     !!          .  0.   .          !
 2009.1!                            +      *  !!          .   .   0          !
 2009.2!                                +   * !!          .   . 0 .          !
 2009.3!                                  +*  !!          .   .0  .          !
 2009.4!                                  + * !!          .   . 0 .          !
 2010.1!                                   +  *!          .   . 0 .          !
 2010.2!                                   +  *!          .   . 0 .          !
 2010.3!                                    +*!!          .   .0  .          !
 2010.4!                                   + *!!          .   .0  .          !
 2011.1!                                  *+  !!          .  0.   .          !
 2011.2!                                +  *  !!          .   . 0 .          !
 2011.3!                                 +    !!          .   0   .          !
 2011.4!                               + *    !!          .   .0  .          !
 2012.1!                                +     !!          .   0   .          !
 2012.2!                              +       !!          .   0   .          !
 2012.3!                             +*       !!          .   .0  .          !
 2012.4!                             +  *     !!          .   . 0 .          !


     12.24 percent of the residuals exceed 1 SE
      7.14 percent of the residuals exceed 2 SE
@@EQ 3066 LAAISIN C LAISIN(-1) PISIN;SMPL 2013.1 2012.4;OLS;EST 3066 PLOT=0;EN
@@EQ 3067 LAAKEIN C LAKEIN(-1) PKEIN;SMPL 2000.3 2012.4;OLS;EST 3067 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBAIN=BAPX$/INPMM;                                                      
 GENR LAABAIN=LOG(AABAIN+.00001);                                             
 GENR LABAIN=LOG(ABAIN+.00001);                                               
 LHS AABAIN=EXP(LAABAIN)-.00001;                                              
  EQ 3068 LAABAIN C LABAIN(-1) PBAIN;                                         
EQUATION 1620  LAABAIN  
   RHS     C  LABAIN(-1)  PBAIN  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST 1620 PLOT=0;END;                                                     

Equation number = 1620
**********************

Dependent variable = LAABAIN 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -6.545680578

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.126946387       0.406525404  -5.23201     1.000000
15269 LABAIN  ( -1)       0.634540904       0.057690932  10.99897    -6.560243
15267 PBAIN   (  0)      -0.167306152       0.167484945  -0.99893     1.530078

SE of equation            =     0.563784753
Sum of squared residuals  =  50.5386664       0.750866036E-11
Average absolute error    =     0.435363425
Sum of ABS residuals      =  70.5288749    
R squared                 =   0.45841
Durbin-Watson statistic   =   2.27216
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!*       +                             !!      0   .   .   .          !
 1972.4*        +                             !!     0    .   .   .          !
 1973.1!       +        *                     !!          .   .   .    0     !
 1973.2!                  +    *              !!          .   .   .0         !
 1973.3!                      +  *            !!          .   . 0 .          !
 1973.4!                 *      +             !!        0 .   .   .          !
 1974.1!          *        +                  !!     0    .   .   .          !
 1974.2!               + *                    !!          .   . 0 .          !
 1974.3!               *   +                  !!          0   .   .          !
 1974.4!                 +*                   !!          .   0   .          !
 1975.1!                   +                  !!          .   0   .          !
 1975.2!                  * +                 !!          .  0.   .          !
 1975.3!               *    +                 !!          0   .   .          !
 1975.4!               *  +                   !!          .0  .   .          !
 1976.1!                 +                    !!          .  0.   .          !
 1976.2!            *     +                   !!       0  .   .   .          !
 1976.3!           *   +                      !!          0   .   .          !
 1976.4!               +*                     !!          .   .0  .          !
 1977.1!               *  +                   !!          .0  .   .          !
 1977.2!                 +                    !!          .   0   .          !
 1977.3!               *   +                  !!          0   .   .          !
 1977.4!               * +                    !!          .0  .   .          !
 1978.1!              *  +                    !!          .0  .   .          !
 1978.2!          *      +                    !!       0  .   .   .          !
 1978.3!              +*                      !!          .   .0  .          !
 1978.4!                  +                   !!          .   0   .          !
 1979.1!                   +                  !!          .   0   .          !
 1979.2!             *      +                 !!       0  .   .   .          !
 1979.3!                +   *                 !!          .   .   0          !
 1979.4!                    +       *         !!          .   .   .  0       !
 1980.1!                         + *          !!          .   . 0 .          !
 1980.2!                         + *          !!          .   . 0 .          !
 1980.3!                         +    *       !!          .   .   .0         !
 1980.4!                           +          !!          .   0   .          !
 1981.1!                         +  *         !!          .   .  0.          !
 1981.2!                          +   *       !!          .   .   0          !
 1981.3!                        *  +          !!          0   .   .          !
 1981.4!                       +      *       !!          .   .   . 0        !
 1982.1!                           +   *      !!          .   .   0          !
 1982.2!                       *    +         !!         0.   .   .          !
 1982.3!                 *     +              !!        0 .   .   .          !
 1982.4!          *        +                  !!     0    .   .   .          !
 1983.1!               +          *           !!          .   .   .      0   !
 1983.2!                        *+            !!          .  0.   .          !
 1983.3!                       +     *        !!          .   .   .0         !
 1983.4!                          +     *     !!          .   .   . 0        !
 1984.1!                            +  *      !!          .   . 0 .          !
 1984.2!                           +    *     !!          .   .   0          !
 1984.3!                        *   +         !!          0   .   .          !
 1984.4!                      + *             !!          .   .0  .          !
 1985.1!                      +  *            !!          .   .   0          !
 1985.2!                       +    *         !!          .   .   . 0        !
 1985.3!                        * +           !!          . 0 .   .          !
 1985.4!                       +              *!          .   .   .          0
 1986.1!                    *           +     !! 0        .   .   .          !
 1986.2!                     +    *           !!          .   .   .0         !
 1986.3!                         +     *      !!          .   .   . 0        !
 1986.4!                            + *       !!          .   . 0 .          !
 1987.1!               *           +          !! 0        .   .   .          !
 1987.2!                  +          *        !!          .   .   .       0  !
 1987.3!                         * +          !!          . 0 .   .          !
 1987.4!                         +     *      !!          .   .   .  0       !
 1988.1!                            +   *     !!          .   .  0.          !
 1988.2!                 *           +        !!   0      .   .   .          !
 1988.3!               *   +                  !!          0   .   .          !
 1988.4!                  +     *             !!          .   .   .  0       !
 1989.1!                      * +             !!          . 0 .   .          !
 1989.2!                      +     *         !!          .   .   . 0        !
 1989.3!                         *+           !!          .  0.   .          !
 1989.4!                        +   *         !!          .   .   0          !
 1990.1!                          +    *      !!          .   .   .0         !
 1990.2!                        *   +         !!          0   .   .          !
 1990.3!                     * +              !!          .0  .   .          !
 1990.4!                    * +               !!          . 0 .   .          !
 1991.1!                     +  *             !!          .   .  0.          !
 1991.2!                    *   +             !!          0   .   .          !
 1991.3!                     +    *           !!          .   .   .0         !
 1991.4!                         +  *         !!          .   .  0.          !
 1992.1!                       *  +           !!          0   .   .          !
 1992.2!                       +   *          !!          .   .   0          !
 1992.3!                          +           !!          .   0   .          !
 1992.4!                        *+            !!          .  0.   .          !
 1993.1!                    *   +             !!          0   .   .          !
 1993.2!                     +    *           !!          .   .   .0         !
 1993.3!                     *   +            !!          0   .   .          !
 1993.4!                      + *             !!          .   . 0 .          !
 1994.1!                        +  *          !!          .   .  0.          !
 1994.2!                         +    *       !!          .   .   0          !
 1994.3!                           + *        !!          .   . 0 .          !
 1994.4!                           +  *       !!          .   .  0.          !
 1995.1!                           + *        !!          .   . 0 .          !
 1995.2!                           + *        !!          .   . 0 .          !
 1995.3!                          *+          !!          .  0.   .          !
 1995.4!                         +   *        !!          .   .   0          !
 1996.1!                       *   +          !!          0   .   .          !
 1996.2!                       +  *           !!          .   .  0.          !
 1996.3!                         +*           !!          .   .0  .          !
 1996.4!                       * +            !!          . 0 .   .          !
 1997.1!                       +      *       !!          .   .   .  0       !
 1997.2!                            +*        !!          .   . 0 .          !
 1997.3!                           +    *     !!          .   .   .0         !
 1997.4!                             +  *     !!          .   .  0.          !
 1998.1!                         *   +        !!          .0  .   .          !
 1998.2!                        +       *     !!          .   .   .  0       !
 1998.3!                          * +         !!          .0  .   .          !
 1998.4!                         + *          !!          .   . 0 .          !
 1999.1!                         +*           !!          .   .0  .          !
 1999.2!                        *+            !!          .  0.   .          !
 1999.3!                       +   *          !!          .   .  0.          !
 1999.4!                         +    *       !!          .   .   .0         !
 2000.1!                            + *       !!          .   .  0.          !
 2000.2!                     *      +         !!        0 .   .   .          !
 2000.3!                      +               !!          .   0   .          !
 2000.4!                      +     *         !!          .   .   . 0        !
 2001.1!                       *  +           !!          .0  .   .          !
 2001.2!                       +  *           !!          .   .  0.          !
 2001.3!                         +            !!          .   0   .          !
 2001.4!                        +             !!          .   .0  .          !
 2002.1!                       *+             !!          .  0.   .          !
 2002.2!                     * +              !!          . 0 .   .          !
 2002.3!                      + *             !!          .   . 0 .          !
 2002.4!                        +*            !!          .   .0  .          !
 2003.1!                        +*            !!          .   0   .          !
 2003.2!                  *     +             !!       0  .   .   .          !
 2003.3!                    +*                !!          .   .0  .          !
 2003.4!                    * +               !!          . 0 .   .          !
 2004.1!                   * +                !!          . 0 .   .          !
 2004.2!                   *+                 !!          .  0.   .          !
 2004.3!                *    +                !!         0.   .   .          !
 2004.4!                   + *                !!          .   .  0.          !
 2005.1!                      +*              !!          .   .0  .          !
 2005.2!                     * +              !!          . 0 .   .          !
 2005.3!                  *   +               !!          0   .   .          !
 2005.4!                    +*                !!          .   .0  .          !
 2006.1!                  *   +               !!          .0  .   .          !
 2006.2!                    +*                !!          .   .0  .          !
 2006.3!                   *  +               !!          .0  .   .          !
 2006.4!                    *+                !!          .  0.   .          !
 2007.1!                  *  +                !!          .0  .   .          !
 2007.2!                    +*                !!          .   .0  .          !
 2007.3!                  *   +               !!          0   .   .          !
 2007.4!                    +*                !!          .   0   .          !
 2008.1!                     *+               !!          .  0.   .          !
 2008.2!                    * +               !!          .  0.   .          !
 2008.3!                 *    +               !!         0.   .   .          !
 2008.4!                  * +                 !!          .  0.   .          !
 2009.1!                 *  +                 !!          .0  .   .          !
 2009.2!                  *+                  !!          .  0.   .          !
 2009.3!                  * +                 !!          . 0 .   .          !
 2009.4!                    +*                !!          .   .0  .          !
 2010.1!                     *+               !!          .  0.   .          !
 2010.2!                      + *             !!          .   . 0 .          !
 2010.3!                      *+              !!          . 0 .   .          !
 2010.4!                      +*              !!          .   .0  .          !
 2011.1!                       +*             !!          .   .0  .          !
 2011.2!                     *  +             !!          .0  .   .          !
 2011.3!                     *+               !!          .  0.   .          !
 2011.4!                      +*              !!          .   . 0 .          !
 2012.1!                     * +              !!          . 0 .   .          !
 2012.2!                  *   +               !!          .0  .   .          !
 2012.3!                   *+                 !!          .  0.   .          !
 2012.4!                   *+                 !!          .  0.   .          !


     25.93 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKIN=HKPX$/INPMM;                                                      
 GENR LAAHKIN=LOG(AAHKIN+.00001);                                             
 GENR LAHKIN=LOG(AHKIN+.00001);                                               
 LHS AAHKIN=EXP(LAAHKIN)-.00001;                                              
  EQ 3069 LAAHKIN C LAHKIN(-1) PHKIN;                                         
EQUATION 1621  LAAHKIN  
   RHS     C  LAHKIN(-1)  PHKIN  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1621 PLOT=0;END;                                                     

Equation number = 1621
**********************

Dependent variable = LAAHKIN 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -6.855830957

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.126669642       0.292640490  -3.85001     1.000000
15272 LAHKIN  ( -1)       0.808902316       0.042689447  18.94853    -6.856252
15270 PHKIN   (  0)      -0.113826141       0.078915838  -1.44237     1.608800

SE of equation            =     0.410513722
Sum of squared residuals  =  31.1764805       0.276756396E-11
Average absolute error    =     0.307263945
Sum of ABS residuals      =  57.7656216    
R squared                 =   0.68071
Durbin-Watson statistic   =   2.23530
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!               *+                     !!          . 0 .   .          !
 1966.2!              +*                      !!          .   .0  .          !
 1966.3!               +*                     !!          .   .0  .          !
 1966.4!               + *                    !!          .   .0  .          !
 1967.1!                + *                   !!          .   . 0 .          !
 1967.2!                 + *                  !!          .   . 0 .          !
 1967.3!                  +                   !!          .   .0  .          !
 1967.4!                 +                    !!          .   0   .          !
 1968.1!               *+                     !!          .  0.   .          !
 1968.2!             *+                       !!          .  0.   .          !
 1968.3!           * +                        !!          . 0 .   .          !
 1968.4!          * +                         !!          . 0 .   .          !
 1969.1!          + *                         !!          .   .0  .          !
 1969.2!          * +                         !!          . 0 .   .          !
 1969.3!          +*                          !!          .   .0  .          !
 1969.4!           + *                        !!          .   . 0 .          !
 1970.1!             + *                      !!          .   . 0 .          !
 1970.2!              +*                      !!          .   .0  .          !
 1970.3!              +*                      !!          .   .0  .          !
 1970.4!             *+                       !!          .  0.   .          !
 1971.1!           * +                        !!          . 0 .   .          !
 1971.2!        *  +                          !!          .0  .   .          !
 1971.3!      *  +                            !!          .0  .   .          !
 1971.4!       + *                            !!          .   .0  .          !
 1972.1!         +*                           !!          .   .0  .          !
 1972.2!          + *                         !!          .   . 0 .          !
 1972.3!            +*                        !!          .   .0  .          !
 1972.4!             +                        !!          .   0   .          !
 1973.1!           * +                        !!          . 0 .   .          !
 1973.2!           +   *                      !!          .   .   0          !
 1973.3!              + *                     !!          .   . 0 .          !
 1973.4!               +      *               !!          .   .   .  0       !
 1974.1!             *     +                  !!        0 .   .   .          !
 1974.2!            + *                       !!          .   .0  .          !
 1974.3!             +                        !!          .   0   .          !
 1974.4!         *   +                        !!          .0  .   .          !
 1975.1!           +    *                     !!          .   .   . 0        !
 1975.2!                +                     !!          .   0   .          !
 1975.3!             *  +                     !!          0   .   .          !
 1975.4!           * +                        !!          .0  .   .          !
 1976.1!            +*                        !!          .   .0  .          !
 1976.2!             +*                       !!          .   .0  .          !
 1976.3!               +  *                   !!          .   .   0          !
 1976.4!                  + *                 !!          .   .  0.          !
 1977.1!                   +   *              !!          .   .  0.          !
 1977.2!                    *+                !!          .  0.   .          !
 1977.3!                   +  *               !!          .   .  0.          !
 1977.4!                   * +                !!          . 0 .   .          !
 1978.1!                  +  *                !!          .   .  0.          !
 1978.2!                   *+                 !!          .  0.   .          !
 1978.3!                  +*                  !!          .   .0  .          !
 1978.4!                 * +                  !!          . 0 .   .          !
 1979.1!            *   +                     !!         0.   .   .          !
 1979.2!             +             *          !!          .   .   .          0
 1979.3!                         +      *     !!          .   .   .  0       !
 1979.4!                             +  *     !!          .   .  0.          !
 1980.1!                             +     *  !!          .   .   . 0        !
 1980.2!                                +   * !!          .   .   .0         !
 1980.3!                                +     *!          .   .   . 0        !
 1980.4!                                  +   !!          .   0   .          !
 1981.1!                             * +      !!          . 0 .   .          !
 1981.2!                         * +          !!          . 0 .   .          !
 1981.3!                       + *            !!          .   .0  .          !
 1981.4!                       +    *         !!          .   .   .0         !
 1982.1!                 *       +            !!      0   .   .   .          !
 1982.2!     *           +                    !!  0       .   .   .          !
 1982.3!    *  +                              !!          .0  .   .          !
 1982.4!    * +                               !!          . 0 .   .          !
 1983.1!       +        *                     !!          .   .   .     0    !
 1983.2!                +*                    !!          .   0   .          !
 1983.3!               * +                    !!          . 0 .   .          !
 1983.4!            *  +                      !!          .0  .   .          !
 1984.1!             + *                      !!          .   . 0 .          !
 1984.2!                +                     !!          .   0   .          !
 1984.3!             *  +                     !!          . 0 .   .          !
 1984.4!          *   +                       !!          0   .   .          !
 1985.1!           +  *                       !!          .   .   0          !
 1985.2!               +                      !!          .   0   .          !
 1985.3!              *+                      !!          .  0.   .          !
 1985.4!          *    +                      !!         0.   .   .          !
 1986.1!           +  *                       !!          .   .  0.          !
 1986.2!              +  *                    !!          .   . 0 .          !
 1986.3!           *    +                     !!         0.   .   .          !
 1986.4!            +                         !!          .   0   .          !
 1987.1!             +*                       !!          .   .0  .          !
 1987.2!       *      +                       !!       0  .   .   .          !
 1987.3!         +   *                        !!          .   .   0          !
 1987.4!    *         +                       !!    0     .   .   .          !
 1988.1!  *   +                               !!          0   .   .          !
 1988.2!     + *                              !!          .   . 0 .          !
 1988.3!         +     *                      !!          .   .   .  0       !
 1988.4!           *    +                     !!         0.   .   .          !
 1989.1!            +*                        !!          .   . 0 .          !
 1989.2!            * +                       !!          . 0 .   .          !
 1989.3!           * +                        !!          . 0 .   .          !
 1989.4!          * +                         !!          . 0 .   .          !
 1990.1!           +   *                      !!          .   .   0          !
 1990.2!            *  +                      !!          .0  .   .          !
 1990.3!           * +                        !!          . 0 .   .          !
 1990.4!            +    *                    !!          .   .   .0         !
 1991.1!        *        +                    !!     0    .   .   .          !
 1991.2!          + *                         !!          .   .  0.          !
 1991.3!   *         +                        !!    0     .   .   .          !
 1991.4!      +                               !!          .   .0  .          !
 1992.1!        +                             !!          .   0   .          !
 1992.2!          +   *                       !!          .   .   0          !
 1992.3!           *  +                       !!          0   .   .          !
 1992.4!          * +                         !!          .  0.   .          !
 1993.1!           +     *                    !!          .   .   .0         !
 1993.2!         *       +                    !!       0  .   .   .          !
 1993.3!           +*                         !!          .   .0  .          !
 1993.4!    *       +                         !!     0    .   .   .          !
 1994.1!      +     *                         !!          .   .   . 0        !
 1994.2!      *     +                         !!        0 .   .   .          !
 1994.3!     *  +                             !!          .0  .   .          !
 1994.4*       +                              !!      0   .   .   .          !
 1995.1!  +  *                                !!          .   .  0.          !
 1995.2!     * +                              !!          . 0 .   .          !
 1995.3!       +    *                         !!          .   .   .0         !
 1995.4!          *  +                        !!          .0  .   .          !
 1996.1!          *+                          !!          .  0.   .          !
 1996.2!          *+                          !!          .  0.   .          !
 1996.3!         * +                          !!          .0  .   .          !
 1996.4!          +*                          !!          .   0   .          !
 1997.1!       *    +                         !!         0.   .   .          !
 1997.2!     *   +                            !!          0   .   .          !
 1997.3!       +       *                      !!          .   .   .   0      !
 1997.4!            *  +                      !!          0   .   .          !
 1998.1!             +   *                    !!          .   .   .0         !
 1998.2!              *  +                    !!          . 0 .   .          !
 1998.3!               +   *                  !!          .   .   0          !
 1998.4!         *        +                   !!     0    .   .   .          !
 1999.1!          +                           !!          .   0   .          !
 1999.2!           + *                        !!          .   . 0 .          !
 1999.3!         *    +                       !!         0.   .   .          !
 1999.4!           + *                        !!          .   . 0 .          !
 2000.1!           *  +                       !!          . 0 .   .          !
 2000.2!            +  *                      !!          .   . 0 .          !
 2000.3!               +                      !!          .   0   .          !
 2000.4!                +*                    !!          .   . 0 .          !
 2001.1!                 +  *                 !!          .   . 0 .          !
 2001.2!                   + *                !!          .   .  0.          !
 2001.3!                  * +                 !!          . 0 .   .          !
 2001.4!                *+                    !!          . 0 .   .          !
 2002.1!              * +                     !!          .  0.   .          !
 2002.2!               +                      !!          .   .0  .          !
 2002.3!                +*                    !!          .   .0  .          !
 2002.4!                + *                   !!          .   .0  .          !
 2003.1!                * +                   !!          . 0 .   .          !
 2003.2!                +*                    !!          .   .0  .          !
 2003.3!                 + *                  !!          .   . 0 .          !
 2003.4!               *   +                  !!          0   .   .          !
 2004.1!               +*                     !!          .   .0  .          !
 2004.2!                + *                   !!          .   .0  .          !
 2004.3!                  + *                 !!          .   . 0 .          !
 2004.4!                 * +                  !!          .0  .   .          !
 2005.1!                 + *                  !!          .   . 0 .          !
 2005.2!                   +                  !!          .   .0  .          !
 2005.3!                   +                  !!          .   0   .          !
 2005.4!                   +                  !!          .   0   .          !
 2006.1!                   + *                !!          .   . 0 .          !
 2006.2!                    + *               !!          .   . 0 .          !
 2006.3!                      + *             !!          .   .  0.          !
 2006.4!                    *  +              !!          .0  .   .          !
 2007.1!                    +*                !!          .   .0  .          !
 2007.2!                    +*                !!          .   0   .          !
 2007.3!                    +                 !!          .   0   .          !
 2007.4!                    +*                !!          .   . 0 .          !
 2008.1!                     +*               !!          .   . 0 .          !
 2008.2!                      +*              !!          .   . 0 .          !
 2008.3!                      +*              !!          .   0   .          !
 2008.4!                   *  +               !!          .0  .   .          !
 2009.1!                   +                  !!          .   .0  .          !
 2009.2!                   + *                !!          .   . 0 .          !
 2009.3!                    +*                !!          .   .0  .          !
 2009.4!                     +*               !!          .   .0  .          !
 2010.1!                     +*               !!          .   .0  .          !
 2010.2!                     + *              !!          .   . 0 .          !
 2010.3!                     *+               !!          .   0   .          !
 2010.4!                   *+                 !!          .  0.   .          !
 2011.1!                   +    *             !!          .   .   .0         !
 2011.2!                      +  *            !!          .   . 0 .          !
 2011.3!                       + *            !!          .   . 0 .          !
 2011.4!                     *  +             !!          .0  .   .          !
 2012.1!                    +    *            !!          .   .   .0         !
 2012.2!                       +*             !!          .   .0  .          !
 2012.3!                     *+               !!          .  0.   .          !
 2012.4!                  * +                 !!          . 0 .   .          !


     24.47 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@@EQ 3070 LAASIIN C LASIIN(-1) PSIIN;SMPL 2012.3 2012.4;OLS;EST 3070 PLOT=0;EN
@@EQ 3071 LAAVIIN C LAVIIN(-1) PVIIN;SMPL 2013.1 2012.4;OLS;EST 3071 PLOT=0;EN
@@EQ 3072 LAANIIN C LANIIN(-1) PNIIN;SMPL 2013.1 2012.4;OLS;EST 3072 PLOT=0;EN
@@EQ 3073 LAAALIN C LAALIN(-1) PALIN;SMPL 2011.3 2012.4;OLS;EST 3073 PLOT=0;EN
@@EQ 3074 LAAIAIN C LAIAIN(-1) PIAIN;SMPL 1986.4 2012.4;OLS;EST 3074 PLOT=0;EN
@@EQ 3075 LAAIQIN C LAIQIN(-1) PIQIN;SMPL 2001.3 2012.4;OLS;EST 3075 PLOT=0;EN
@@EQ 3076 LAAKUIN C LAKUIN(-1) PKUIN;SMPL 2000.3 2012.4;OLS;EST 3076 PLOT=0;EN
@@EQ 3077 LAALIIN C LALIIN(-1) PLIIN;SMPL 2013.1 2012.4;OLS;EST 3077 PLOT=0;EN
@@EQ 3078 LAAUAIN C LAUAIN(-1) PUAIN;SMPL 1981.3 2012.4;OLS;EST 3078 PLOT=0;EN
@@EQ 3079 LAAUSIQ C LAUSIQ(-1) PUSIQ;SMPL 2000.3 2012.4;OLS;EST 3079 PLOT=0;EN
@@EQ 3080 LAACAIQ C LACAIQ(-1) PCAIQ;SMPL 2003.2 2012.4;OLS;EST 3080 PLOT=0;EN
@@EQ 3081 LAAJAIQ C LAJAIQ(-1) PJAIQ;SMPL 1996.1 2012.4;OLS;EST 3081 PLOT=0;EN
@@EQ 3082 LAAAUIQ C LAAUIQ(-1) PAUIQ;SMPL 1995.3 2012.4;OLS;EST 3082 PLOT=0;EN
@@EQ 3083 LAAFRIQ C LAFRIQ(-1) PFRIQ;SMPL 1997.4 2012.4;OLS;EST 3083 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEIQ=GEPX$/IQPMM;                                                      
 GENR LAAGEIQ=LOG(AAGEIQ+.00001);                                             
 GENR LAGEIQ=LOG(AGEIQ+.00001);                                               
 LHS AAGEIQ=EXP(LAAGEIQ)-.00001;                                              
  EQ 3084 LAAGEIQ C LAGEIQ(-1) PGEIQ;                                         
EQUATION 1622  LAAGEIQ  
   RHS     C  LAGEIQ(-1)  PGEIQ  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1622 PLOT=0;END;                                                     

Equation number = 1622
**********************

Dependent variable = LAAGEIQ 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.701783343

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.648828217       0.363644831   1.78424     1.000000
15275 LAGEIQ  ( -1)       0.723126732       0.046940324  15.40524    -2.693351
15273 PGEIQ   (  0)      -1.407281028       0.387709354  -3.62973     0.996942

SE of equation            =     0.544126390
Sum of squared residuals  =  54.7736027      -0.151079149E-11
Average absolute error    =     0.349597075
Sum of ABS residuals      =  65.7242502    
R squared                 =   0.64227
Durbin-Watson statistic   =   2.44814
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                 +  * !!           .  . 0.           !
 1966.2!                                  +   !!           .  0  .           !
 1966.3!                                 +  * !!           .  . 0.           !
 1966.4!                                 *+   !!           .  0  .           !
 1967.1!                                +     !!           .  0  .           !
 1967.2!                               +      !!           .  0  .           !
 1967.3!                              + *     !!           .  .0 .           !
 1967.4!                              +  *    !!           .  . 0.           !
 1968.1!                               +      !!           .  0  .           !
 1968.2!                            * +       !!           . 0.  .           !
 1968.3!                          * +         !!           . 0.  .           !
 1968.4!                           +          !!           .  0  .           !
 1969.1!                         *  +         !!           . 0.  .           !
 1969.2!                           *+         !!           .  0  .           !
 1969.3!                         *  +         !!           .0 .  .           !
 1969.4!                         * +          !!           . 0.  .           !
 1970.1!                          *+          !!           .  0  .           !
 1970.2!                           *+         !!           . 0.  .           !
 1970.3!                       *     +        !!           0  .  .           !
 1970.4!                         *+           !!           .  0  .           !
 1971.1!                          *+          !!           . 0.  .           !
 1971.2!                          *+          !!           . 0.  .           !
 1971.3!                            +         !!           .  0  .           !
 1971.4!                          *  +        !!           .0 .  .           !
 1972.1!                         * +          !!           . 0.  .           !
 1972.2!                          +*          !!           .  0  .           !
 1972.3!                           *+         !!           .  0  .           !
 1972.4!                        *   +         !!           .0 .  .           !
 1973.1!                        * +           !!           . 0.  .           !
 1973.2!                        *+            !!           .  0  .           !
 1973.3!                        +             !!           .  0  .           !
 1973.4!                        + *           !!           .  .0 .           !
 1974.1!                          +  *        !!           .  . 0.           !
 1974.2!                             +*       !!           .  .0 .           !
 1974.3!                              +*      !!           .  .0 .           !
 1974.4!                               +      *!           .  .  .0          !
 1975.1!                                   +  *!           .  .0 .           !
 1975.2!                                   +* !!           .  .0 .           !
 1975.3!                                  +   *!           .  . 0.           !
 1975.4!                                   + *!!           .  .0 .           !
 1976.1!                                   +* !!           .  .0 .           !
 1976.2!                                  +*  !!           .  .0 .           !
 1976.3!                                 +    *!           .  .  0           !
 1976.4!                                   + *!!           .  .0 .           !
 1977.1!                                  + * !!           .  .0 .           !
 1977.2!                                  + * !!           .  .0 .           !
 1977.3!                                  +*  !!           .  .0 .           !
 1977.4!                                 + *  !!           .  .0 .           !
 1978.1!                                +  *  !!           .  . 0.           !
 1978.2!                                + *   !!           .  .0 .           !
 1978.3!                                +*    !!           .  .0 .           !
 1978.4!                              + *     !!           .  .0 .           !
 1979.1!                              + *     !!           .  .0 .           !
 1979.2!                              + *     !!           .  .0 .           !
 1979.3!                              +  *    !!           .  .0 .           !
 1979.4!                               + *    !!           .  .0 .           !
 1980.1!                               +  *   !!           .  . 0.           !
 1980.2!                                + *   !!           .  .0 .           !
 1980.3!                                + *   !!           .  .0 .           !
 1980.4!                                 +  * !!           .  . 0.           !
 1981.1!                                  +   !!           .  0  .           !
 1981.2!                                  +*  !!           .  .0 .           !
 1981.3!                                  + * !!           .  .0 .           !
 1981.4!                                  +  *!!           .  .0 .           !
 1982.1!                                   +* !!           .  .0 .           !
 1982.2!                                  +*  !!           .  .0 .           !
 1982.3!                                  + * !!           .  .0 .           !
 1982.4!                                  + * !!           .  .0 .           !
 1983.1!                                  +  *!!           .  . 0.           !
 1983.2!                                   + *!!           .  .0 .           !
 1983.3!                                   +  !!           .  0  .           !
 1983.4!                                * +   !!           . 0.  .           !
 1984.1!                                +     !!           .  0  .           !
 1984.2!                                +     !!           .  0  .           !
 1984.3!                                 +    !!           .  0  .           !
 1984.4!                                *+    !!           . 0.  .           !
 1985.1!                                *+    !!           .  0  .           !
 1985.2!                                +     !!           .  0  .           !
 1985.3!                               *+     !!           .  0  .           !
 1985.4!                               +      !!           .  0  .           !
 1986.1!                              +       !!           .  0  .           !
 1986.2!                             +*       !!           .  0  .           !
 1986.3!                            +         !!           .  0  .           !
 1986.4!                          +           !!           .  0  .           !
 1987.1!                        + *           !!           .  .0 .           !
 1987.2!                        + *           !!           .  .0 .           !
 1987.3!                        +   *         !!           .  . 0.           !
 1987.4!                         +  *         !!           .  . 0.           !
 1988.1!                          +*          !!           .  .0 .           !
 1988.2!                         +    *       !!           .  .  0           !
 1988.3!                            +  *      !!           .  . 0.           !
 1988.4!                            +   *     !!           .  . 0.           !
 1989.1!                            +    *    !!           .  .  0           !
 1989.2!                             +  *     !!           .  . 0.           !
 1989.3!                            +    *    !!           .  .  0           !
 1989.4!                            + *       !!           .  .0 .           !
 1990.1!                          +     *     !!           .  .  0           !
 1990.2!                            + *       !!           .  .0 .           !
 1990.3!                         +        *   !!           .  .  . 0         !
 1990.4!             *               +        !!     0     .  .  .           !
 1991.1*      +                               !!          0.  .  .           !
 1991.2!     +      *                         !!           .  .  .0          !
 1991.3!               + *                    !!           .  .0 .           !
 1991.4!                  +    *              !!           .  .  0           !
 1992.1!                *      +              !!          0.  .  .           !
 1992.2!          *      +                    !!          0.  .  .           !
 1992.3!       *    +                         !!           0  .  .           !
 1992.4!      *   +                           !!           .0 .  .           !
 1993.1!           +           *              !!           .  .  .  0        !
 1993.2!                  *    +              !!           .0 .  .           !
 1993.3!                   +         *        !!           .  .  .  0        !
 1993.4!                           +   *      !!           .  . 0.           !
 1994.1!                 *            +       !!       0   .  .  .           !
 1994.2!                   *+                 !!           .  0  .           !
 1994.3!                   * +                !!           . 0.  .           !
 1994.4!             *      +                 !!          0.  .  .           !
 1995.1!                +*                    !!           .  .0 .           !
 1995.2!                   +    *             !!           .  .  0           !
 1995.3!             *          +             !!        0  .  .  .           !
 1995.4!    *           +                     !!       0   .  .  .           !
 1996.1!         +         *                  !!           .  .  . 0         !
 1996.2!              *      +                !!          0.  .  .           !
 1996.3!                 +                    !!           .  0  .           !
 1996.4!  *                 +                 !!    0      .  .  .           !
 1997.1!         +                 *          !!           .  .  .      0    !
 1997.2!*                          +          !0           .  .  .           !
 1997.3!    *  +                              !!           .0 .  .           !
 1997.4!         +        *                   !!           .  .  . 0         !
 1998.1!                 *  +                 !!           . 0.  .           !
 1998.2!                  *+                  !!           .  0  .           !
 1998.3!                   +        *         !!           .  .  . 0         !
 1998.4!                        * +           !!           . 0.  .           !
 1999.1!                     * +              !!           . 0.  .           !
 1999.2!                   * +                !!           . 0.  .           !
 1999.3!                    + *               !!           .  .0 .           !
 1999.4!                      +               !!           .  0  .           !
 2000.1!       *              +               !!      0    .  .  .           !
 2000.2!            +          *              !!           .  .  .  0        !
 2000.3!                        +             !!           .  0  .           !
 2000.4!                        *+            !!           .  0  .           !
 2001.1!                       * +            !!           . 0.  .           !
 2001.2!                        +     *       !!           .  .  0           !
 2001.3!                    *        +        !!         0 .  .  .           !
 2001.4!                      +  *            !!           .  . 0.           !
 2002.1!                          + *         !!           .  . 0.           !
 2002.2!                            +*        !!           .  .0 .           !
 2002.3!                        *   +         !!           .0 .  .           !
 2002.4!                        +             !!           .  0  .           !
 2003.1!                       +      *       !!           .  .  .0          !
 2003.2!                    *       +         !!          0.  .  .           !
 2003.3!                    +   *             !!           .  . 0.           !
 2003.4!                     * +              !!           . 0.  .           !
 2004.1!                     + *              !!           .  .0 .           !
 2004.2!                       *+             !!           . 0.  .           !
 2004.3!                      *+              !!           . 0.  .           !
 2004.4!                      +*              !!           .  .0 .           !
 2005.1!                   *   +              !!           .0 .  .           !
 2005.2!                  * +                 !!           . 0.  .           !
 2005.3!                   *+                 !!           . 0.  .           !
 2005.4!                 *   +                !!           .0 .  .           !
 2006.1!                   +                  !!           .  0  .           !
 2006.2!                    +                 !!           .  0  .           !
 2006.3!                     +                !!           .  0  .           !
 2006.4!                     *+               !!           . 0.  .           !
 2007.1!                  *  +                !!           .0 .  .           !
 2007.2!                  *+                  !!           . 0.  .           !
 2007.3!                   +*                 !!           .  .0 .           !
 2007.4!                  * +                 !!           . 0.  .           !
 2008.1!                  *+                  !!           . 0.  .           !
 2008.2!              *  +                    !!           .0 .  .           !
 2008.3!             * +                      !!           . 0.  .           !
 2008.4!                +                     !!           .  0  .           !
 2009.1!                  + *                 !!           .  .0 .           !
 2009.2!                     +                !!           .  0  .           !
 2009.3!                  *  +                !!           .0 .  .           !
 2009.4!                   +  *               !!           .  . 0.           !
 2010.1!                    *  +              !!           . 0.  .           !
 2010.2!                  *   +               !!           .0 .  .           !
 2010.3!                    + *               !!           .  .0 .           !
 2010.4!                  *    +              !!           .0 .  .           !
 2011.1!                    +*                !!           .  .0 .           !
 2011.2!                  *   +               !!           .0 .  .           !
 2011.3!                   +*                 !!           .  0  .           !
 2011.4!                    *+                !!           . 0.  .           !
 2012.1!                   *  +               !!           . 0.  .           !
 2012.2!                  *  +                !!           . 0.  .           !
 2012.3!                     +                !!           .  0  .           !
 2012.4!                    *  +              !!           . 0.  .           !


     16.49 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@@EQ 3085 LAAITIQ C LAITIQ(-1) PITIQ;SMPL 1998.1 2012.4;OLS;EST 3085 PLOT=0;EN
@EQ  3086 LAANEIQ C LANEIQ(-1) PNEIQ;SMPL 1966.1 2012.4;OLS;EST 3086 PLOT=0;EN
@@EQ 3087 LAASTIQ C LASTIQ(-1) PSTIQ;SMPL 1998.1 2012.4;OLS;EST 3087 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKIQ=UKPX$/IQPMM;                                                      
 GENR LAAUKIQ=LOG(AAUKIQ+.00001);                                             
 GENR LAUKIQ=LOG(AUKIQ+.00001);                                               
 LHS AAUKIQ=EXP(LAAUKIQ)-.00001;                                              
  EQ 3088 LAAUKIQ C LAUKIQ(-1) PUKIQ;                                         
EQUATION 1623  LAAUKIQ  
   RHS     C  LAUKIQ(-1)  PUKIQ  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1623 PLOT=0;END;                                                     

Equation number = 1623
**********************

Dependent variable = LAAUKIQ 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.112532857

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.039770736       0.305810225   0.13005     1.000000
15278 LAUKIQ  ( -1)       0.811624045       0.041673670  19.47570    -3.096082
15276 PUKIQ   (  0)      -0.649756402       0.325769468  -1.99453     0.984137

SE of equation            =     0.589545515
Sum of squared residuals  =  64.2993241      -0.769118103E-11
Average absolute error    =     0.377076978
Sum of ABS residuals      =  70.8904720    
R squared                 =   0.71375
Durbin-Watson statistic   =   2.32001
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                   + *!!            . .0.            !
 1966.2!                                   + *!!            . .0.            !
 1966.3!                                   + *!!            . .0.            !
 1966.4!                                  + * !!            . .0.            !
 1967.1!                                  + * !!            . .0.            !
 1967.2!                                  + * !!            . .0.            !
 1967.3!                                 +*   !!            . .0.            !
 1967.4!                               *+     !!            .0. .            !
 1968.1!                              +  *    !!            . . 0            !
 1968.2!                                +*    !!            . .0.            !
 1968.3!                                +  *  !!            . . 0            !
 1968.4!                                  + * !!            . .0.            !
 1969.1!                                  + * !!            . .0.            !
 1969.2!                                  + * !!            . .0.            !
 1969.3!                                  +   *!            . . 0            !
 1969.4!                                    +*!!            . .0.            !
 1970.1!                                    + *!            . .0.            !
 1970.2!                                    +*!!            . .0.            !
 1970.3!                                   *+ !!            . 0 .            !
 1970.4!                                  + * !!            . .0.            !
 1971.1!                                  +   !!            . 0 .            !
 1971.2!                                 +    !!            . 0 .            !
 1971.3!                                + *   !!            . .0.            !
 1971.4!                                 +  * !!            . . 0            !
 1972.1!                                  *+  !!            . 0 .            !
 1972.2!                                 + *  !!            . .0.            !
 1972.3!                                 *+   !!            . 0 .            !
 1972.4!                                 + *  !!            . .0.            !
 1973.1!                                  +*  !!            . 0 .            !
 1973.2!                                 *+   !!            . 0 .            !
 1973.3!                                *+    !!            . 0 .            !
 1973.4!                              * +     !!            .0. .            !
 1974.1!                              + *     !!            . .0.            !
 1974.2!                             *  +     !!            .0. .            !
 1974.3!                              +       !!            . 0 .            !
 1974.4!                            * +       !!            0 . .            !
 1975.1!                            +         !!            . 0 .            !
 1975.2!                            + *       !!            . .0.            !
 1975.3!                              +       !!            . 0 .            !
 1975.4!                              +       !!            . 0 .            !
 1976.1!                              +*      !!            . .0.            !
 1976.2!                             * +      !!            .0. .            !
 1976.3!                             +        !!            . 0 .            !
 1976.4!                             +*       !!            . 0 .            !
 1977.1!                             *+       !!            . 0 .            !
 1977.2!                             +*       !!            . 0 .            !
 1977.3!                              +       !!            . 0 .            !
 1977.4!                             + *      !!            . .0.            !
 1978.1!                              +*      !!            . 0 .            !
 1978.2!                              +*      !!            . 0 .            !
 1978.3!                              +*      !!            . 0 .            !
 1978.4!                              +       !!            . 0 .            !
 1979.1!                           *  +       !!            0 . .            !
 1979.2!                           +          !!            . 0 .            !
 1979.3!                          *+          !!            . 0 .            !
 1979.4!                          +           !!            . 0 .            !
 1980.1!                         *+           !!            . 0 .            !
 1980.2!                        +  *          !!            . .0.            !
 1980.3!                         + *          !!            . .0.            !
 1980.4!                         +   *        !!            . . 0            !
 1981.1!                           + *        !!            . .0.            !
 1981.2!                           +*         !!            . 0 .            !
 1981.3!                          +*          !!            . 0 .            !
 1981.4!                          + *         !!            . .0.            !
 1982.1!                          + *         !!            . .0.            !
 1982.2!                          +  *        !!            . . 0            !
 1982.3!                           + *        !!            . .0.            !
 1982.4!                            + *       !!            . .0.            !
 1983.1!                            + *       !!            . .0.            !
 1983.2!                           *+         !!            . 0 .            !
 1983.3!                          + *         !!            . .0.            !
 1983.4!                          + *         !!            . .0.            !
 1984.1!                          +*          !!            . 0 .            !
 1984.2!                          +           !!            . 0 .            !
 1984.3!                          +*          !!            . .0.            !
 1984.4!                           +          !!            . 0 .            !
 1985.1!                          + *         !!            . .0.            !
 1985.2!                           + *        !!            . .0.            !
 1985.3!                           *+         !!            . 0 .            !
 1985.4!                          +*          !!            . 0 .            !
 1986.1!                          +  *        !!            . . 0            !
 1986.2!                            +  *      !!            . . 0            !
 1986.3!                              + *     !!            . .0.            !
 1986.4!                             *+       !!            . 0 .            !
 1987.1!                            +   *     !!            . . 0            !
 1987.2!                            *+        !!            .0. .            !
 1987.3!                          *+          !!            . 0 .            !
 1987.4!                         +    *       !!            . . 0            !
 1988.1!                            +*        !!            . 0 .            !
 1988.2!                           +  *       !!            . .0.            !
 1988.3!                            + *       !!            . .0.            !
 1988.4!                            +  *      !!            . . 0            !
 1989.1!                             + *      !!            . .0.            !
 1989.2!                            + *       !!            . .0.            !
 1989.3!                            +*        !!            . .0.            !
 1989.4!                           + *        !!            . .0.            !
 1990.1!                           + *        !!            . .0.            !
 1990.2!                           + *        !!            . .0.            !
 1990.3!                           +     *    !!            . . .0           !
 1990.4!  *                           +       !0            . . .            !
 1991.1*  +                                   !!            0 . .            !
 1991.2!   +           *                      !!            . . .   0        !
 1991.3!                + *                   !!            . .0.            !
 1991.4!                   +*                 !!            . .0.            !
 1992.1!                     +           *    !!            . . .   0        !
 1992.2!                               + *    !!            . .0.            !
 1992.3!                               + *    !!            . .0.            !
 1992.4!                          *     +     !!           0. . .            !
 1993.1!                          +           !!            . 0 .            !
 1993.2!                    *    +            !!           0. . .            !
 1993.3!                    +                 !!            . 0 .            !
 1993.4!                     +  *             !!            . . 0            !
 1994.1!                        +*            !!            . 0 .            !
 1994.2!                        *+            !!            . 0 .            !
 1994.3!             *          +             !!        0   . . .            !
 1994.4!               +       *              !!            . . . 0          !
 1995.1!                      *+              !!            . 0 .            !
 1995.2!              *        +              !!         0  . . .            !
 1995.3!              * +                     !!            .0. .            !
 1995.4!                +                     !!            . 0 .            !
 1996.1!                  +*                  !!            . 0 .            !
 1996.2!             *      +                 !!          0 . . .            !
 1996.3!          *     +                     !!           0. . .            !
 1996.4!             +                *       !!            . . .      0     !
 1997.1!             *               +        !!      0     . . .            !
 1997.2!      *        +                      !!         0  . . .            !
 1997.3!         +      *                     !!            . . . 0          !
 1997.4!            *    +                    !!           0. . .            !
 1998.1!              +  *                    !!            . . 0            !
 1998.2!                 +    *               !!            . . .0           !
 1998.3!                      +               !!            . 0 .            !
 1998.4!                  *   +               !!            0 . .            !
 1999.1!                   +      *           !!            . . . 0          !
 1999.2!                    *    +            !!            0 . .            !
 1999.3!                    +  *              !!            . . 0            !
 1999.4!          *           +               !!       0    . . .            !
 2000.1!            +       *                 !!            . . .  0         !
 2000.2!                    +  *              !!            . . 0            !
 2000.3!                     * +              !!            .0. .            !
 2000.4!             *       +                !!          0 . . .            !
 2001.1!               +                      !!            . 0 .            !
 2001.2!                +  *                  !!            . . 0            !
 2001.3!                   *+                 !!            . 0 .            !
 2001.4!              *     +                 !!           0. . .            !
 2002.1!              *+                      !!            .0. .            !
 2002.2!             *  +                     !!            .0. .            !
 2002.3!             * +                      !!            .0. .            !
 2002.4!               +    *                 !!            . . 0            !
 2003.1!                  * +                 !!            .0. .            !
 2003.2!                   +         *        !!            . . .   0        !
 2003.3!                    *       +         !!          0 . . .            !
 2003.4!                     +       *        !!            . . . 0          !
 2004.1!                    *       +         !!          0 . . .            !
 2004.2!            *       +                 !!          0 . . .            !
 2004.3!              +  *                    !!            . . 0            !
 2004.4!                  +*                  !!            . 0 .            !
 2005.1!                   +  *               !!            . .0.            !
 2005.2!                   *  +               !!            .0. .            !
 2005.3!                 *  +                 !!            0 . .            !
 2005.4!             *    +                   !!           0. . .            !
 2006.1!               +*                     !!            . .0.            !
 2006.2!            *    +                    !!           0. . .            !
 2006.3!              + *                     !!            . .0.            !
 2006.4!            *    +                    !!           0. . .            !
 2007.1!              + *                     !!            . .0.            !
 2007.2!                 +*                   !!            . .0.            !
 2007.3!                   +                  !!            . 0 .            !
 2007.4!                *  +                  !!            0 . .            !
 2008.1!                 + *                  !!            . .0.            !
 2008.2!            *      +                  !!          0 . . .            !
 2008.3!              +                       !!            . 0 .            !
 2008.4!                +                     !!            . 0 .            !
 2009.1!              *   +                   !!            0 . .            !
 2009.2!           *    +                     !!           0. . .            !
 2009.3!            * +                       !!            .0. .            !
 2009.4!               + *                    !!            . .0.            !
 2010.1!             *    +                   !!           0. . .            !
 2010.2!               *+                     !!            . 0 .            !
 2010.3!              *  +                    !!            0 . .            !
 2010.4!            *   +                     !!            0 . .            !
 2011.1!              *+                      !!            . 0 .            !
 2011.2!         *      +                     !!          0 . . .            !
 2011.3!           +                          !!            . 0 .            !
 2011.4!          *   +                       !!            0 . .            !
 2012.1!            *+                        !!            .0. .            !
 2012.2!            * +                       !!            .0. .            !
 2012.3!             * +                      !!            .0. .            !
 2012.4!              *+                      !!            .0. .            !


     18.62 percent of the residuals exceed 1 SE
      4.26 percent of the residuals exceed 2 SE
@@EQ 3089 LAAFIIQ C LAFIIQ(-1) PFIIQ;SMPL 1998.1 2012.4;OLS;EST 3089 PLOT=0;EN
@@EQ 3090 LAAASIQ C LAASIQ(-1) PASIQ;SMPL 1997.1 2012.4;OLS;EST 3090 PLOT=0;EN
@@EQ 3091 LAASOIQ C LASOIQ(-1) PSOIQ;SMPL 2001.2 2012.4;OLS;EST 3091 PLOT=0;EN
@@EQ 3092 LAAKOIQ C LAKOIQ(-1) PKOIQ;SMPL 1996.3 2012.4;OLS;EST 3092 PLOT=0;EN
@@EQ 3093 LAABEIQ C LABEIQ(-1) PBEIQ;SMPL 1991.4 2012.4;OLS;EST 3093 PLOT=0;EN
@@EQ 3094 LAADEIQ C LADEIQ(-1) PDEIQ;SMPL 1991.3 2012.4;OLS;EST 3094 PLOT=0;EN
@@EQ 3095 LAANOIQ C LANOIQ(-1) PNOIQ;SMPL 2004.1 2012.4;OLS;EST 3095 PLOT=0;EN
@@EQ 3096 LAASWIQ C LASWIQ(-1) PSWIQ;SMPL 1991.4 2012.4;OLS;EST 3096 PLOT=0;EN
@@EQ 3097 LAAGRIQ C LAGRIQ(-1) PGRIQ;SMPL 2000.3 2012.4;OLS;EST 3097 PLOT=0;EN
@@EQ 3098 LAAIRIQ C LAIRIQ(-1) PIRIQ;SMPL 2004.1 2012.4;OLS;EST 3098 PLOT=0;EN
@@EQ 3099 LAAPOIQ C LAPOIQ(-1) PPOIQ;SMPL 2004.2 2012.4;OLS;EST 3099 PLOT=0;EN
@@EQ 3100 LAASPIQ C LASPIQ(-1) PSPIQ;SMPL 1997.3 2012.4;OLS;EST 3100 PLOT=0;EN
@@EQ 3101 LAANZIQ C LANZIQ(-1) PNZIQ;SMPL 2008.3 2012.4;OLS;EST 3101 PLOT=0;EN
@@EQ 3102 LAASAIQ C LASAIQ(-1) PSAIQ;SMPL 2013.1 2012.4;OLS;EST 3102 PLOT=0;EN
@@EQ 3103 LAAVEIQ C LAVEIQ(-1) PVEIQ;SMPL 2010.3 2012.4;OLS;EST 3103 PLOT=0;EN
@@EQ 3104 LAACOIQ C LACOIQ(-1) PCOIQ;SMPL 2003.3 2012.4;OLS;EST 3104 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJOIQ=JOPX$Q/IQPMM;                                                     
 GENR LAAJOIQ=LOG(AAJOIQ+.00001);                                             
 GENR LAJOIQ=LOG(AJOIQ+.00001);                                               
 LHS AAJOIQ=EXP(LAAJOIQ)-.00001;                                              
  EQ 3105 LAAJOIQ C LAJOIQ(-1) PJOIQ;                                         
EQUATION 1624  LAAJOIQ  
   RHS     C  LAJOIQ(-1)  PJOIQ  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1624 PLOT=0;END;                                                     

Equation number = 1624
**********************

Dependent variable = LAAJOIQ 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -2.886560901

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.136893507       0.155114844  -0.88253     1.000000
15281 LAJOIQ  ( -1)       0.944731860       0.030853525  30.61990    -2.890316
15279 PJOIQ   (  0)      -0.016884121       0.145295797  -0.11621     1.130855

SE of equation            =     0.369620704
Sum of squared residuals  =  16.8041942       0.812239165E-12
Average absolute error    =     0.253850349
Sum of ABS residuals      =  31.9851439    
R squared                 =   0.90175
Durbin-Watson statistic   =   1.70901
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!      *+                              !!           . 0.  .           !
 1981.4!      *+                              !!           . 0.  .           !
 1982.1!       +                              !!           .  0  .           !
 1982.2!      * +                             !!           . 0.  .           !
 1982.3!     * +                              !!           .0 .  .           !
 1982.4!  *   +                               !!          0.  .  .           !
 1983.1*   +                                  !!          0.  .  .           !
 1983.2!+*                                    !!           .  . 0.           !
 1983.3!  + *                                 !!           .  . 0.           !
 1983.4!     + *                              !!           .  .  0           !
 1984.1!        + *                           !!           .  .  0           !
 1984.2!          *+                          !!           . 0.  .           !
 1984.3!          +                           !!           .  0  .           !
 1984.4!           +                          !!           .  .0 .           !
 1985.1!       *   +                          !!         0 .  .  .           !
 1985.2!        +                             !!           .  0  .           !
 1985.3!        + *                           !!           .  . 0.           !
 1985.4!           +*                         !!           .  .0 .           !
 1986.1!        *   +                         !!         0 .  .  .           !
 1986.2!        *+                            !!           . 0.  .           !
 1986.3!        +  *                          !!           .  .  0           !
 1986.4!          * +                         !!           . 0.  .           !
 1987.1!           +                          !!           .  .0 .           !
 1987.2!            +*                        !!           .  .0 .           !
 1987.3!             +  *                     !!           .  .  .0          !
 1987.4!                +*                    !!           .  0  .           !
 1988.1!                 +                    !!           .  0  .           !
 1988.2!          *      +                    !!      0    .  .  .           !
 1988.3!      *   +                           !!         0 .  .  .           !
 1988.4!       +     *                        !!           .  .  .    0      !
 1989.1!            * +                       !!           .0 .  .           !
 1989.2!            +                         !!           . 0.  .           !
 1989.3!            +*                        !!           .  .0 .           !
 1989.4!             + *                      !!           .  . 0.           !
 1990.1!           *   +                      !!          0.  .  .           !
 1990.2!           +*                         !!           .  0  .           !
 1990.3!            +   *                     !!           .  .  .0          !
 1990.4!                +            *        !!           .  .  .           0
 1991.1!                            +         *!           .  .  .       0   !
 1991.2!                                    *+!!           . 0.  .           !
 1991.3!                              *    +  !!        0  .  .  .           !
 1991.4!                             +*       !!           .  .0 .           !
 1992.1!                          *   +       !!          0.  .  .           !
 1992.2!                        * +           !!           . 0.  .           !
 1992.3!                        +  *          !!           .  .  0           !
 1992.4!                         * +          !!           .0 .  .           !
 1993.1!                         +    *       !!           .  .  .  0        !
 1993.2!                            *+        !!           . 0.  .           !
 1993.3!                            + *       !!           .  .  0           !
 1993.4!                             *+       !!           . 0.  .           !
 1994.1!                            +*        !!           .  .0 .           !
 1994.2!                             + *      !!           .  . 0.           !
 1994.3!                              +*      !!           .  .0 .           !
 1994.4!                              +       !!           .  0  .           !
 1995.1!                              +     * !!           .  .  .   0       !
 1995.2!                                   +* !!           .  .0 .           !
 1995.3!                                  *+  !!           .  0  .           !
 1995.4!                                *+    !!           .0 .  .           !
 1996.1!                            *  +      !!           0  .  .           !
 1996.2!                            +         !!           .  .0 .           !
 1996.3!                            + *       !!           .  . 0.           !
 1996.4!                            *+        !!           .0 .  .           !
 1997.1!                           +   *      !!           .  .  .0          !
 1997.2!                           *  +       !!           0  .  .           !
 1997.3!                           +          !!           .  0  .           !
 1997.4!                         * +          !!           .0 .  .           !
 1998.1!                      *  +            !!           0  .  .           !
 1998.2!                      +               !!           .  0  .           !
 1998.3!                      +               !!           .  .0 .           !
 1998.4!                     *+               !!           . 0.  .           !
 1999.1!                  *  +                !!           0  .  .           !
 1999.2!                  + *                 !!           .  . 0.           !
 1999.3!                   *+                 !!           . 0.  .           !
 1999.4!                  *+                  !!           . 0.  .           !
 2000.1!                 *+                   !!           . 0.  .           !
 2000.2!                 +*                   !!           .  .0 .           !
 2000.3!                  +                   !!           .  0  .           !
 2000.4!               *  +                   !!           0  .  .           !
 2001.1!               +      *               !!           .  .  .     0     !
 2001.2!                      +               !!           .  0  .           !
 2001.3!                      + *             !!           .  . 0.           !
 2001.4!                      *+              !!           . 0.  .           !
 2002.1!                      +               !!           .  0  .           !
 2002.2!                      +*              !!           .  .0 .           !
 2002.3!                       +*             !!           .  . 0.           !
 2002.4!                        +             !!           .  0  .           !
 2003.1!                        + *           !!           .  .  0           !
 2003.2!                        * +           !!           .0 .  .           !
 2003.3!                       +  *           !!           .  . 0.           !
 2003.4!                         +            !!           .  0  .           !
 2004.1!                       * +            !!           .0 .  .           !
 2004.2!                     * +              !!           .0 .  .           !
 2004.3!                   * +                !!           .0 .  .           !
 2004.4!                  *+                  !!           . 0.  .           !
 2005.1!                  + *                 !!           .  .  0           !
 2005.2!                    +                 !!           . 0.  .           !
 2005.3!                  *+                  !!           . 0.  .           !
 2005.4!                 *+                   !!           . 0.  .           !
 2006.1!                  +                   !!           .  .0 .           !
 2006.2!                 *+                   !!           .0 .  .           !
 2006.3!                *+                    !!           . 0.  .           !
 2006.4!                +*                    !!           .  .0 .           !
 2007.1!               * +                    !!           .0 .  .           !
 2007.2!               +                      !!           .  0  .           !
 2007.3!               +*                     !!           .  .0 .           !
 2007.4!                + *                   !!           .  .0 .           !
 2008.1!              *   +                   !!          0.  .  .           !
 2008.2!           *  +                       !!           0  .  .           !
 2008.3!          * +                         !!           . 0.  .           !
 2008.4!           +                          !!           .  .0 .           !
 2009.1!            +                         !!           .  .0 .           !
 2009.2!           * +                        !!           .0 .  .           !
 2009.3!           +*                         !!           .  .0 .           !
 2009.4!            +*                        !!           .  .0 .           !
 2010.1!             +*                       !!           .  .0 .           !
 2010.2!           *  +                       !!           0  .  .           !
 2010.3!           +*                         !!           .  0  .           !
 2010.4!            +                         !!           .  0  .           !
 2011.1!             +                        !!           .  .0 .           !
 2011.2!           *  +                       !!           0  .  .           !
 2011.3!          *+                          !!           .0 .  .           !
 2011.4!         *+                           !!           .0 .  .           !
 2012.1!       * +                            !!           .0 .  .           !
 2012.2!        +                             !!           .  0  .           !
 2012.3!         +                            !!           .  .0 .           !
 2012.4!          +                           !!           .  0  .           !


     20.63 percent of the residuals exceed 1 SE
      6.35 percent of the residuals exceed 2 SE
@@EQ 3106 LAASYIQ C LASYIQ(-1) PSYIQ;SMPL 2004.3 2012.4;OLS;EST 3106 PLOT=0;EN
@@EQ 3107 LAAIDIQ C LAIDIQ(-1) PIDIQ;SMPL 1993.1 2012.4;OLS;EST 3107 PLOT=0;EN
@@EQ 3108 LAAMAIQ C LAMAIQ(-1) PMAIQ;SMPL 2004.1 2012.4;OLS;EST 3108 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPAIQ=PAPX$Q/IQPMM;                                                     
 GENR LAAPAIQ=LOG(AAPAIQ+.00001);                                             
 GENR LAPAIQ=LOG(APAIQ+.00001);                                               
 LHS AAPAIQ=EXP(LAAPAIQ)-.00001;                                              
  EQ 3109 LAAPAIQ C LAPAIQ(-1) PPAIQ;                                         
EQUATION 1625  LAAPAIQ  
   RHS     C  LAPAIQ(-1)  PPAIQ  
 SMPL 1973.2 2012.4;                                                          
Sample period is now  1973.2 to  2012.4 Internally:    86 to   244
 OLS;EST 1625 PLOT=0;END;                                                     

Equation number = 1625
**********************

Dependent variable = LAAPAIQ 

 1973.2 -   2012.4,    0 missing obs.,  159 obs. used.

Mean of dependent variable       -6.192196449

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.366727965       0.588192378  -2.32361     1.000000
15284 LAPAIQ  ( -1)       0.635237451       0.061448950  10.33765    -6.190603
15282 PPAIQ   (  0)      -0.683042806       0.413802549  -1.65065     1.307334

SE of equation            =     1.121509105
Sum of squared residuals  =  196.214097      -0.821209767E-11
Average absolute error    =     0.852047795
Sum of ABS residuals      =  135.475599    
R squared                 =   0.44506
Durbin-Watson statistic   =   2.21069
SMPL and No. Obs.         = 1973.2   2012.4    159

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.2!                    +               * !!          .   .   .     0    !
 1973.3!                           * +        !!          .  0.   .          !
 1973.4!                       +    *         !!          .   .  0.          !
 1974.1!                   *  +               !!          . 0 .   .          !
 1974.2!                  +             *     !!          .   .   .    0     !
 1974.3!                      *    +          !!          .0  .   .          !
 1974.4!                     +     *          !!          .   .   0          !
 1975.1!                         +*           !!          .   .0  .          !
 1975.2!                        + *           !!          .   .0  .          !
 1975.3!                        + *           !!          .   .0  .          !
 1975.4!                        +    *        !!          .   .   0          !
 1976.1!                          +  *        !!          .   . 0 .          !
 1976.2!                         +    *       !!          .   .  0.          !
 1976.3!                          +   *       !!          .   .  0.          !
 1976.4!                     *    +           !!          .0  .   .          !
 1977.1!                    +       *         !!          .   .   . 0        !
 1977.2!                        + *           !!          .   .0  .          !
 1977.3!                       +     *        !!          .   .   0          !
 1977.4!                         +            !!          .   0   .          !
 1978.1!                      +   *           !!          .   . 0 .          !
 1978.2!                       +   *          !!          .   .  0.          !
 1978.3!              *         +             !!        0 .   .   .          !
 1978.4!              *+                      !!          .   0   .          !
 1979.1!               +             *        !!          .   .   .    0     !
 1979.2!                  *     +             !!          0   .   .          !
 1979.3!                  +      *            !!          .   .   .0         !
 1979.4!                       +*             !!          .   .0  .          !
 1980.1!                 *    +               !!          0   .   .          !
 1980.2!               * +                    !!          .  0.   .          !
 1980.3!              * +                     !!          . 0 .   .          !
 1980.4!                +        *            !!          .   .   .  0       !
 1981.1!                  *   +               !!          .0  .   .          !
 1981.2!                 +     *              !!          .   .   0          !
 1981.3!                    + *               !!          .   .0  .          !
 1981.4!                    +  *              !!          .   . 0 .          !
 1982.1!                  * +                 !!          . 0 .   .          !
 1982.2!             *   +                    !!          .0  .   .          !
 1982.3!              +   *                   !!          .   . 0 .          !
 1982.4!                  +                   !!          .   0   .          !
 1983.1!              *   +                   !!          .0  .   .          !
 1983.2!        *      +                      !!         0.   .   .          !
 1983.3!         * +                          !!          .  0.   .          !
 1983.4!           +    *                     !!          .   .  0.          !
 1984.1!                +                     !!          .   0   .          !
 1984.2!                + *                   !!          .   .0  .          !
 1984.3!             *   +                    !!          .0  .   .          !
 1984.4!              +  *                    !!          .   . 0 .          !
 1985.1!          *       +                   !!         0.   .   .          !
 1985.2!             +    *                   !!          .   .  0.          !
 1985.3!             *    +                   !!          .0  .   .          !
 1985.4!       *       +                      !!        0 .   .   .          !
 1986.1!           +                          !!          .   0   .          !
 1986.2!      *       +                       !!         0.   .   .          !
 1986.3!    *     +                           !!          0   .   .          !
 1986.4!        +  *                          !!          .   . 0 .          !
 1987.1!    *        +                        !!        0 .   .   .          !
 1987.2!        + *                           !!          .   .0  .          !
 1987.3!         *   +                        !!          .0  .   .          !
 1987.4!        *   +                         !!          .0  .   .          !
 1988.1!            +    *                    !!          .   .   0          !
 1988.2!         *        +                   !!        0 .   .   .          !
 1988.3!       *    +                         !!          .0  .   .          !
 1988.4! *          +                         !!       0  .   .   .          !
 1989.1!     *  +                             !!          . 0 .   .          !
 1989.2!*         +                           !!       0  .   .   .          !
 1989.3!       + *                            !!          .   .0  .          !
 1989.4!         *  +                         !!          . 0 .   .          !
 1990.1!            +*                        !!          .   0   .          !
 1990.2!               +    *                 !!          .   .  0.          !
 1990.3!                    + *               !!          .   .0  .          !
 1990.4!       *             +                !!     0    .   .   .          !
 1991.1!          +     *                     !!          .   .   0          !
 1991.2!                 +           *        !!          .   .   .   0      !
 1991.3!                      *   +           !!          . 0 .   .          !
 1991.4!    *                 +               !!  0       .   .   .          !
 1992.1!           +     *                    !!          .   .   0          !
 1992.2!                   +  *               !!          .   . 0 .          !
 1992.3!                      +               !!          .  0.   .          !
 1992.4!                      +     *         !!          .   .   0          !
 1993.1!                          +        *  !!          .   .   . 0        !
 1993.2!                               +    * !!          .   .   0          !
 1993.3!                               +     *!!          .   .   0          !
 1993.4!                            *   +     !!          . 0 .   .          !
 1994.1!                          + *         !!          .   .0  .          !
 1994.2!                          +           *!          .   .   .   0      !
 1994.3!                                +     *!          .   .   0          !
 1994.4!                                + *   !!          .   .0  .          !
 1995.1!                             +        !!          .   0   .          !
 1995.2!                       *   +          !!          . 0 .   .          !
 1995.3!                      +  *            !!          .   . 0 .          !
 1995.4!                 *      +             !!         0.   .   .          !
 1996.1!                   +              *   !!          .   .   .     0    !
 1996.2!                             +    *   !!          .   .  0.          !
 1996.3!                             +        !!          .  0.   .          !
 1996.4!                          +     *     !!          .   .   0          !
 1997.1!                            +         !!          .   0   .          !
 1997.2!                *         +           !!        0 .   .   .          !
 1997.3!         *       +                    !!         0.   .   .          !
 1997.4!        *    +                        !!          .0  .   .          !
 1998.1!            +    *                    !!          .   .  0.          !
 1998.2!                  +          *        !!          .   .   .   0      !
 1998.3!                         +   *        !!          .   . 0 .          !
 1998.4!               *         +            !!       0  .   .   .          !
 1999.1!                +         *           !!          .   .   .  0       !
 1999.2!           *           +              !!      0   .   .   .          !
 1999.3!         *    +                       !!          .0  .   .          !
 1999.4!             +      *                 !!          .   .   0          !
 2000.1!       *            +                 !!      0   .   .   .          !
 2000.2!            + *                       !!          .   .0  .          !
 2000.3!                +      *              !!          .   .   .0         !
 2000.4!                 *    +               !!          .0  .   .          !
 2001.1!                  +      *            !!          .   .   0          !
 2001.2!                      *+              !!          .  0.   .          !
 2001.3!                     +     *          !!          .   .   0          !
 2001.4!          *              +            !!    0     .   .   .          !
 2002.1!              +        *              !!          .   .   . 0        !
 2002.2!                      +     *         !!          .   .   0          !
 2002.3!                          +           !!          .   0   .          !
 2002.4!                      *  +            !!          . 0 .   .          !
 2003.1!                     *+               !!          .  0.   .          !
 2003.2*                     +                !0          .   .   .          !
 2003.3!       +     *                        !!          .   .   0          !
 2003.4!              * +                     !!          . 0 .   .          !
 2004.1!      *          +                    !!       0  .   .   .          !
 2004.2!        *   +                         !!          . 0 .   .          !
 2004.3!           *  +                       !!          .  0.   .          !
 2004.4!                +                     !!          .   0   .          !
 2005.1!                *  +                  !!          . 0 .   .          !
 2005.2!                   +*                 !!          .   .0  .          !
 2005.3!                  *  +                !!          . 0 .   .          !
 2005.4!                  * +                 !!          .  0.   .          !
 2006.1!                 *  +                 !!          . 0 .   .          !
 2006.2!                   +*                 !!          .   .0  .          !
 2006.3!                   * +                !!          .  0.   .          !
 2006.4!                   *+                 !!          .  0.   .          !
 2007.1!                  * +                 !!          . 0 .   .          !
 2007.2!                    + *               !!          .   .0  .          !
 2007.3!                    * +               !!          . 0 .   .          !
 2007.4!                   * +                !!          .  0.   .          !
 2008.1!                 *  +                 !!          . 0 .   .          !
 2008.2!                   + *                !!          .   .0  .          !
 2008.3!                  *  +                !!          . 0 .   .          !
 2008.4!                   *+                 !!          .   0   .          !
 2009.1!                    +  *              !!          .   . 0 .          !
 2009.2!                       +  *           !!          .   . 0 .          !
 2009.3!                       * +            !!          .  0.   .          !
 2009.4!                       +              !!          .   0   .          !
 2010.1!                       +              !!          .   0   .          !
 2010.2!                      +  *            !!          .   . 0 .          !
 2010.3!                      *+              !!          .  0.   .          !
 2010.4!                     +                !!          .   0   .          !
 2011.1!                     +                !!          .   0   .          !
 2011.2!                     +  *             !!          .   . 0 .          !
 2011.3!                     *+               !!          .  0.   .          !
 2011.4!                    *+                !!          .   0   .          !
 2012.1!                    +*                !!          .   .0  .          !
 2012.2!                    +  *              !!          .   . 0 .          !
 2012.3!                    * +               !!          .  0.   .          !
 2012.4!                    +                 !!          .   0   .          !


     25.16 percent of the residuals exceed 1 SE
      5.66 percent of the residuals exceed 2 SE
@@EQ 3110 LAAPHIQ C LAPHIQ(-1) PPHIQ;SMPL 2009.1 2012.4;OLS;EST 3110 PLOT=0;EN
@@EQ 3111 LAATHIQ C LATHIQ(-1) PTHIQ;SMPL 1997.3 2012.4;OLS;EST 3111 PLOT=0;EN
@@EQ 3112 LAACHIQ C LACHIQ(-1) PCHIQ;SMPL 1997.1 2012.4;OLS;EST 3112 PLOT=0;EN
@@EQ 3113 LAAARIQ C LAARIQ(-1) PARIQ;SMPL 2000.1 2012.4;OLS;EST 3113 PLOT=0;EN
@@EQ 3114 LAABRIQ C LABRIQ(-1) PBRIQ;SMPL 1998.4 2012.4;OLS;EST 3114 PLOT=0;EN
@@EQ 3115 LAACEIQ C LACEIQ(-1) PCEIQ;SMPL 2013.1 2012.4;OLS;EST 3115 PLOT=0;EN
@@EQ 3116 LAAMEIQ C LAMEIQ(-1) PMEIQ;SMPL 2013.1 2012.4;OLS;EST 3116 PLOT=0;EN
@@EQ 3117 LAAPEIQ C LAPEIQ(-1) PPEIQ;SMPL 2013.1 2012.4;OLS;EST 3117 PLOT=0;EN
@@EQ 3118 LAATUIQ C LATUIQ(-1) PTUIQ;SMPL 2003.4 2012.4;OLS;EST 3118 PLOT=0;EN
@@EQ 3119 LAAPDIQ C LAPDIQ(-1) PPDIQ;SMPL 1995.3 2012.4;OLS;EST 3119 PLOT=0;EN
@@EQ 3120 LAARUIQ C LARUIQ(-1) PRUIQ;SMPL 1998.1 2012.4;OLS;EST 3120 PLOT=0;EN
@@EQ 3121 LAAUEIQ C LAUEIQ(-1) PUEIQ;SMPL 1998.3 2012.4;OLS;EST 3121 PLOT=0;EN
@EQ  3122 LAAEGIQ C LAEGIQ(-1) PEGIQ;SMPL 1981.3 2012.4;OLS;EST 3122 PLOT=0;EN
@@EQ 3123 LAAISIQ C LAISIQ(-1) PISIQ;SMPL 2013.1 2012.4;OLS;EST 3123 PLOT=0;EN
@@EQ 3124 LAAKEIQ C LAKEIQ(-1) PKEIQ;SMPL 2003.3 2012.4;OLS;EST 3124 PLOT=0;EN
@@EQ 3125 LAABAIQ C LABAIQ(-1) PBAIQ;SMPL 2011.2 2012.4;OLS;EST 3125 PLOT=0;EN
@@EQ 3126 LAAHKIQ C LAHKIQ(-1) PHKIQ;SMPL 2005.1 2012.4;OLS;EST 3126 PLOT=0;EN
@@EQ 3127 LAASIIQ C LASIIQ(-1) PSIIQ;SMPL 2012.3 2012.4;OLS;EST 3127 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PVIIQ=VIPX$/IQPMM;                                                      
 GENR LAAVIIQ=LOG(AAVIIQ+.00001);                                             
 GENR LAVIIQ=LOG(AVIIQ+.00001);                                               
 LHS AAVIIQ=EXP(LAAVIIQ)-.00001;                                              
  EQ 3128 LAAVIIQ C LAVIIQ(-1) PVIIQ;                                         
EQUATION 1626  LAAVIIQ  
   RHS     C  LAVIIQ(-1)  PVIIQ  
 SMPL 1989.3 2012.4;                                                          
Sample period is now  1989.3 to  2012.4 Internally:   151 to   244
 OLS;EST 1626 PLOT=0;END;                                                     

Equation number = 1626
**********************

Dependent variable = LAAVIIQ 

 1989.3 -   2012.4,    0 missing obs.,   94 obs. used.

Mean of dependent variable       -4.087703680

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.217471568       0.600063972  -0.36241     1.000000
15287 LAVIIQ  ( -1)       0.913018592       0.038006538  24.02267    -4.107629
15285 PVIIQ   (  0)      -0.108412694       0.520086041  -0.20845     1.105875

SE of equation            =     0.598994426
Sum of squared residuals  =  32.6502834       0.964472946E-11
Average absolute error    =     0.350786724
Sum of ABS residuals      =  32.9739521    
R squared                 =   0.86379
Durbin-Watson statistic   =   2.02419
SMPL and No. Obs.         = 1989.3   2012.4     94

Plot of actual(*) and fitted(+) values and residuals(0)


 1989.3!  * +                                 !!           . 0.  .           !
 1989.4!  * +                                 !!           . 0.  .           !
 1990.1*    +                                 !!          0.  .  .           !
 1990.2!*+                                    !!           . 0.  .           !
 1990.3!  +  *                                !!           .  . 0.           !
 1990.4!       +         *                    !!           .  .  .   0       !
 1991.1!                 +                    !!           .  0  .           !
 1991.2!             *    +                   !!          0.  .  .           !
 1991.3!      *       +                       !!        0  .  .  .           !
 1991.4!     *  +                             !!           .0 .  .           !
 1992.1!       +                    *         !!           .  .  .           0
 1992.2!                         * +          !!           .0 .  .           !
 1992.3!                         +   *        !!           .  .  0           !
 1992.4!                         *  +         !!           0  .  .           !
 1993.1!                         +   *        !!           .  .  0           !
 1993.2!                          * +         !!           .0 .  .           !
 1993.3!                          +           !!           .  0  .           !
 1993.4!                        * +           !!           .0 .  .           !
 1994.1!                        +     *       !!           .  .  . 0         !
 1994.2!                              +*      !!           .  0  .           !
 1994.3!                              +*      !!           .  .0 .           !
 1994.4!                              *+      !!           . 0.  .           !
 1995.1!                             +      * !!           .  .  . 0         !
 1995.2!                                   *+ !!           .  0  .           !
 1995.3!                                 *+   !!           . 0.  .           !
 1995.4!                              * +     !!           . 0.  .           !
 1996.1!                              +       *!           .  .  .  0        !
 1996.2!                                     +!!           .  0  .           !
 1996.3!                                    + *!           .  .0 .           !
 1996.4!                                    *+!!           .  0  .           !
 1997.1!                                   +  *!           .  . 0.           !
 1997.2!                                   * +!!           . 0.  .           !
 1997.3!                                  +   !!           .  0  .           !
 1997.4!                                 +    !!           .  0  .           !
 1998.1!                                +   * !!           .  .  0           !
 1998.2!                                   +  !!           .  0  .           !
 1998.3!                                  +*  !!           .  0  .           !
 1998.4!                                  +   !!           .  0  .           !
 1999.1!                                 +*   !!           .  .0 .           !
 1999.2!                                 +  * !!           .  . 0.           !
 1999.3!                                   +* !!           .  0  .           !
 1999.4!                                   +  !!           .  0  .           !
 2000.1!                                  +*  !!           .  .0 .           !
 2000.2!                                  +*  !!           .  .0 .           !
 2000.3!                                  +*  !!           .  .0 .           !
 2000.4!                                 *+   !!           . 0.  .           !
 2001.1!                                 +*   !!           .  .0 .           !
 2001.2!                                 +    !!           .  0  .           !
 2001.3!                                + *   !!           .  .0 .           !
 2001.4!                                *+    !!           . 0.  .           !
 2002.1!                               +*     !!           .  .0 .           !
 2002.2!                               + *    !!           .  .0 .           !
 2002.3!                                + *   !!           .  .0 .           !
 2002.4!                                 + *  !!           .  .0 .           !
 2003.1!                               *  +   !!           .0 .  .           !
 2003.2!                              + *     !!           .  .0 .           !
 2003.3!                             * +      !!           .0 .  .           !
 2003.4!                          * +         !!           .0 .  .           !
 2004.1!                         *+           !!           . 0.  .           !
 2004.2!                        *+            !!           . 0.  .           !
 2004.3!                        +*            !!           .  .0 .           !
 2004.4!                         +*           !!           .  0  .           !
 2005.1!                   *      +           !!         0 .  .  .           !
 2005.2!                   *+                 !!           . 0.  .           !
 2005.3!                   +*                 !!           .  .0 .           !
 2005.4!                    *+                !!           .  0  .           !
 2006.1!                    *+                !!           . 0.  .           !
 2006.2!                   *+                 !!           . 0.  .           !
 2006.3!                    +*                !!           .  .0 .           !
 2006.4!                     +                !!           . 0.  .           !
 2007.1!      *              +                !!   0       .  .  .           !
 2007.2!      * +                             !!           . 0.  .           !
 2007.3!      *+                              !!           . 0.  .           !
 2007.4!      * +                             !!           . 0.  .           !
 2008.1!        +        *                    !!           .  .  .   0       !
 2008.2!                  +                   !!           .  0  .           !
 2008.3!                  +                   !!           .  0  .           !
 2008.4!                 *+                   !!           . 0.  .           !
 2009.1!                * +                   !!           .0 .  .           !
 2009.2!              * +                     !!           .0 .  .           !
 2009.3!               +                      !!           .  0  .           !
 2009.4!               *+                     !!           .  0  .           !
 2010.1!                + *                   !!           .  .0 .           !
 2010.2!                  *+                  !!           .  0  .           !
 2010.3!                   +                  !!           .  0  .           !
 2010.4!                   +                  !!           .  0  .           !
 2011.1!              *    +                  !!          0.  .  .           !
 2011.2!               +                      !!           .  0  .           !
 2011.3!                +                     !!           .  0  .           !
 2011.4!               * +                    !!           . 0.  .           !
 2012.1!              * +                     !!           . 0.  .           !
 2012.2!              *+                      !!           . 0.  .           !
 2012.3!              *+                      !!           . 0.  .           !
 2012.4!               +                      !!           . 0.  .           !


     13.83 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@@EQ 3129 LAANIIQ C LANIIQ(-1) PNIIQ;SMPL 2013.1 2012.4;OLS;EST 3129 PLOT=0;EN
@@EQ 3130 LAAALIQ C LAALIQ(-1) PALIQ;SMPL 2009.3 2012.4;OLS;EST 3130 PLOT=0;EN
@@EQ 3131 LAAIAIQ C LAIAIQ(-1) PIAIQ;SMPL 1995.4 2012.4;OLS;EST 3131 PLOT=0;EN
@@EQ 3132 LAAINIQ C LAINIQ(-1) PINIQ;SMPL 2013.1 2012.4;OLS;EST 3132 PLOT=0;EN
@@EQ 3133 LAAKUIQ C LAKUIQ(-1) PKUIQ;SMPL 2013.1 2012.4;OLS;EST 3133 PLOT=0;EN
@@EQ 3134 LAALIIQ C LALIIQ(-1) PLIIQ;SMPL 2013.1 2012.4;OLS;EST 3134 PLOT=0;EN
@@EQ 3135 LAAUAIQ C LAUAIQ(-1) PUAIQ;SMPL 2013.1 2012.4;OLS;EST 3135 PLOT=0;EN
@@EQ 3136 LAAUSKU C LAUSKU(-1) PUSKU;SMPL 1991.3 2012.4;OLS;EST 3136 PLOT=0;EN
@@EQ 3137 LAACAKU C LACAKU(-1) PCAKU;SMPL 1991.4 2012.4;OLS;EST 3137 PLOT=0;EN
@@EQ 3138 LAAJAKU C LAJAKU(-1) PJAKU;SMPL 1991.3 2012.4;OLS;EST 3138 PLOT=0;EN
@@EQ 3139 LAAAUKU C LAAUKU(-1) PAUKU;SMPL 1991.3 2012.4;OLS;EST 3139 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PFRKU=FRPX$/KUPMM;                                                      
 GENR LAAFRKU=LOG(AAFRKU+.00001);                                             
 GENR LAFRKU=LOG(AFRKU+.00001);                                               
 LHS AAFRKU=EXP(LAAFRKU)-.00001;                                              
  EQ 3140 LAAFRKU C LAFRKU(-1) PFRKU;                                         
EQUATION 1627  LAAFRKU  
   RHS     C  LAFRKU(-1)  PFRKU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1627 PLOT=0;END;                                                     

Equation number = 1627
**********************

Dependent variable = LAAFRKU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.228775032

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.232247883       0.186865326  -6.59431     1.000000
15290 LAFRKU  ( -1)       0.555441213       0.066201811   8.39012    -3.230345
15288 PFRKU   (  0)      -0.158683833       0.084281963  -1.88277     1.274614

SE of equation            =     0.442573161
Sum of squared residuals  =  36.2361355      -0.125321975E-11
Average absolute error    =     0.285967529
Sum of ABS residuals      =  53.7618954    
R squared                 =   0.39650
Durbin-Watson statistic   =   2.15484
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                     *  +             !!            .0. .            !
 1966.2!                     * +              !!            .0. .            !
 1966.3!                       +              !!            . 0 .            !
 1966.4!                       *+             !!            .0. .            !
 1967.1!                       *+             !!            .0. .            !
 1967.2!                        +             !!            . 0 .            !
 1967.3!                      *  +            !!            0 . .            !
 1967.4!                    *  +              !!            0 . .            !
 1968.1!                    *  +              !!            .0. .            !
 1968.2!                   *   +              !!            0 . .            !
 1968.3!                     *+               !!            . 0 .            !
 1968.4!                     * +              !!            .0. .            !
 1969.1!                        + *           !!            . .0.            !
 1969.2!                          +*          !!            . 0 .            !
 1969.3!                         * +          !!            .0. .            !
 1969.4!                          +   *       !!            . . 0            !
 1970.1!                             + *      !!            . .0.            !
 1970.2!                             +  *     !!            . .0.            !
 1970.3!                              +  *    !!            . . 0            !
 1970.4!                              + *     !!            . .0.            !
 1971.1!                              + *     !!            . .0.            !
 1971.2!                              +*      !!            . .0.            !
 1971.3!                             +  *     !!            . .0.            !
 1971.4!                              +*      !!            . .0.            !
 1972.1!                        *    +        !!           0. . .            !
 1972.2!                          +   *       !!            . . 0            !
 1972.3!                            *+        !!            .0. .            !
 1972.4!                           *+         !!            .0. .            !
 1973.1!                           +   *      !!            . . 0            !
 1973.2!                             +        !!            . 0 .            !
 1973.3!                            +         !!            . 0 .            !
 1973.4!                            +*        !!            . .0.            !
 1974.1!                            +         !!            . 0 .            !
 1974.2!                            +*        !!            . .0.            !
 1974.3!                           *+         !!            .0. .            !
 1974.4!                           +*         !!            . .0.            !
 1975.1!                            +*        !!            . .0.            !
 1975.2!                         *  +         !!            0 . .            !
 1975.3!                          +   *       !!            . . 0            !
 1975.4!                          * +         !!            .0. .            !
 1976.1!                           +  *       !!            . . 0            !
 1976.2!                             + *      !!            . .0.            !
 1976.3!                             +*       !!            . 0 .            !
 1976.4!                             +  *     !!            . . 0            !
 1977.1!                           *  +       !!            0 . .            !
 1977.2!                          *+          !!            . 0 .            !
 1977.3!                          *+          !!            .0. .            !
 1977.4!                          +*          !!            . .0.            !
 1978.1!                           +*         !!            . .0.            !
 1978.2!                            + *       !!            . .0.            !
 1978.3!                        *    +        !!           0. . .            !
 1978.4!                         *+           !!            .0. .            !
 1979.1!                          +     *     !!            . . . 0          !
 1979.2!                              +       !!            . 0 .            !
 1979.3!                             +  *     !!            . . 0            !
 1979.4!                              +  *    !!            . . 0            !
 1980.1!                              + *     !!            . .0.            !
 1980.2!                         *    +       !!           0. . .            !
 1980.3!                          + *         !!            . .0.            !
 1980.4!                          * +         !!            .0. .            !
 1981.1!                         *+           !!            .0. .            !
 1981.2!                        * +           !!            .0. .            !
 1981.3!                         *+           !!            . 0 .            !
 1981.4!                         *+           !!            . 0 .            !
 1982.1!                          +*          !!            . 0 .            !
 1982.2!                           +*         !!            . 0 .            !
 1982.3!                           +*         !!            . 0 .            !
 1982.4!                           *+         !!            . 0 .            !
 1983.1!                           +          !!            . 0 .            !
 1983.2!                           +          !!            . 0 .            !
 1983.3!                           +   *      !!            . . 0            !
 1983.4!                              +   *   !!            . . 0            !
 1984.1!                             * +      !!            0 . .            !
 1984.2!                            +         *!            . . .  0         !
 1984.3!                                 +   *!!            . . 0            !
 1984.4!                               * +    !!            .0. .            !
 1985.1!                           *  +       !!            .0. .            !
 1985.2!                           +*         !!            . 0 .            !
 1985.3!                            +         !!            . 0 .            !
 1985.4!                            + *       !!            . .0.            !
 1986.1!                             + *      !!            . .0.            !
 1986.2!                           * +        !!            .0. .            !
 1986.3!                           +          !!            . 0 .            !
 1986.4!                           + *        !!            . .0.            !
 1987.1!                            +*        !!            . 0 .            !
 1987.2!                            +*        !!            . 0 .            !
 1987.3!                           *+         !!            .0. .            !
 1987.4!                           +          !!            . 0 .            !
 1988.1!                           +          !!            . 0 .            !
 1988.2!                       *   +          !!            0 . .            !
 1988.3!                         +            !!            . 0 .            !
 1988.4!                       *  +           !!            .0. .            !
 1989.1!                         + *          !!            . .0.            !
 1989.2!                          *+          !!            . 0 .            !
 1989.3!                         * +          !!            .0. .            !
 1989.4!                        * +           !!            .0. .            !
 1990.1!                         + *          !!            . .0.            !
 1990.2!                          *+          !!            . 0 .            !
 1990.3!                         *+           !!            .0. .            !
 1990.4*                          +           !0            . . .            !
 1991.1!         +   *                        !!            . . 0            !
 1991.2!             +*                       !!            . 0 .            !
 1991.3!                   +*                 !!            . .0.            !
 1991.4!                       +*             !!            . .0.            !
 1992.1!                        * +           !!            .0. .            !
 1992.2!                         + *          !!            . .0.            !
 1992.3!                           +          !!            . 0 .            !
 1992.4!                           +      *   !!            . . . 0          !
 1993.1!                            *  +      !!            0 . .            !
 1993.2!                            +         *!            . . .   0        !
 1993.3!                                 +   *!!            . . 0            !
 1993.4!                                +     !!            . 0 .            !
 1994.1!                              +    *  !!            . . .0           !
 1994.2!                         *     +      !!          0 . . .            !
 1994.3!                         +*           !!            . 0 .            !
 1994.4!                          +           !!            . 0 .            !
 1995.1!                          +       *   !!            . . . 0          !
 1995.2!                               +     *!!            . . . 0          !
 1995.3!                           *    +     !!           0. . .            !
 1995.4!                           +          !!            . 0 .            !
 1996.1!                        *  +          !!            0 . .            !
 1996.2!                     *   +            !!            0 . .            !
 1996.3!                        +  *          !!            . . 0            !
 1996.4!                         * +          !!            .0. .            !
 1997.1!                        * +           !!            .0. .            !
 1997.2!                        *+            !!            .0. .            !
 1997.3!                         +            !!            . 0 .            !
 1997.4!                          + *         !!            . .0.            !
 1998.1!                         * +          !!            .0. .            !
 1998.2!                        * +           !!            .0. .            !
 1998.3!                         +*           !!            . 0 .            !
 1998.4!                         *+           !!            .0. .            !
 1999.1!                          + *         !!            . .0.            !
 1999.2!                          *+          !!            . 0 .            !
 1999.3!                           +*         !!            . .0.            !
 1999.4!                            +         !!            . 0 .            !
 2000.1!                            +         !!            . 0 .            !
 2000.2!                            +         !!            . 0 .            !
 2000.3!                            +         !!            . 0 .            !
 2000.4!                            +         !!            . 0 .            !
 2001.1!                            +         !!            . 0 .            !
 2001.2!                            +*        !!            . .0.            !
 2001.3!                            +*        !!            . 0 .            !
 2001.4!                            +         !!            . 0 .            !
 2002.1!                            +  *      !!            . . 0            !
 2002.2!                            * +       !!            .0. .            !
 2002.3!                            + *       !!            . .0.            !
 2002.4!                           * +        !!            .0. .            !
 2003.1!                          *+          !!            .0. .            !
 2003.2!                           + *        !!            . .0.            !
 2003.3!                           *+         !!            .0. .            !
 2003.4!                           +          !!            . 0 .            !
 2004.1!                           +*         !!            . 0 .            !
 2004.2!                          *+          !!            .0. .            !
 2004.3!                          +*          !!            . 0 .            !
 2004.4!                           +   *      !!            . . 0            !
 2005.1!                             +        !!            . 0 .            !
 2005.2!                            + *       !!            . .0.            !
 2005.3!                          *  +        !!            0 . .            !
 2005.4!                           +  *       !!            . . 0            !
 2006.1!                        *    +        !!           0. . .            !
 2006.2!                         +  *         !!            . .0.            !
 2006.3!                           *+         !!            . 0 .            !
 2006.4!                        *  +          !!            0 . .            !
 2007.1!                          +           !!            . 0 .            !
 2007.2!                        *  +          !!            0 . .            !
 2007.3!                         +            !!            . 0 .            !
 2007.4!                          + *         !!            . .0.            !
 2008.1!                            +         !!            . 0 .            !
 2008.2!                           +          !!            .0. .            !
 2008.3!                         * +          !!            .0. .            !
 2008.4!                         *+           !!            .0. .            !
 2009.1!                          +   *       !!            . . 0            !
 2009.2!                             +*       !!            . .0.            !
 2009.3!                          *  +        !!            0 . .            !
 2009.4!                          +  *        !!            . .0.            !
 2010.1!                            +         !!            . 0 .            !
 2010.2!                         *  +         !!            0 . .            !
 2010.3!                          +*          !!            . .0.            !
 2010.4!                         * +          !!            0 . .            !
 2011.1!                       *  +           !!            0 . .            !
 2011.2!                        *+            !!            .0. .            !
 2011.3!                        *+            !!            .0. .            !
 2011.4!                     *   +            !!            0 . .            !
 2012.1!                      * +             !!            .0. .            !
 2012.2!                      * +             !!            .0. .            !
 2012.3!                         +            !!            . 0 .            !
 2012.4!                        * +           !!            .0. .            !


     18.09 percent of the residuals exceed 1 SE
      2.66 percent of the residuals exceed 2 SE
@EQ  3141 LAAGEKU C LAGEKU(-1) PGEKU;SMPL 1966.1 2012.4;OLS;EST 3141 PLOT=0;EN
@@EQ 3142 LAAITKU C LAITKU(-1) PITKU;SMPL 1992.3 2012.4;OLS;EST 3142 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEKU=NEPX$/KUPMM;                                                      
 GENR LAANEKU=LOG(AANEKU+.00001);                                             
 GENR LANEKU=LOG(ANEKU+.00001);                                               
 LHS AANEKU=EXP(LAANEKU)-.00001;                                              
  EQ 3143 LAANEKU C LANEKU(-1) PNEKU;                                         
EQUATION 1628  LAANEKU  
   RHS     C  LANEKU(-1)  PNEKU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1628 PLOT=0;END;                                                     

Equation number = 1628
**********************

Dependent variable = LAANEKU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.962216832

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.505724729       0.245355590  -6.13691     1.000000
15293 LANEKU  ( -1)       0.589766123       0.073054482   8.07296    -3.962140
15291 PNEKU   (  0)      -0.098067524       0.064226652  -1.52690     1.221157

SE of equation            =     0.274821669
Sum of squared residuals  =  13.9724857       0.828226376E-11
Average absolute error    =     0.170365239
Sum of ABS residuals      =  32.0286650    
R squared                 =   0.44761
Durbin-Watson statistic   =   2.00915
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                             +        !!            . 0 .            !
 1966.2!                             +        !!            . 0 .            !
 1966.3!                             +*       !!            . 0 .            !
 1966.4!                             +*       !!            . 0 .            !
 1967.1!                         *    +       !!            0 . .            !
 1967.2!                           +    *     !!            . . 0            !
 1967.3!                             * +      !!            .0. .            !
 1967.4!                             +   *    !!            . . 0            !
 1968.1!                              * +     !!            .0. .            !
 1968.2!                              + *     !!            . .0.            !
 1968.3!                               +  *   !!            . . 0            !
 1968.4!                            *   +     !!            0 . .            !
 1969.1!                             +  *     !!            . . 0            !
 1969.2!                             * +      !!            .0. .            !
 1969.3!                              +*      !!            . .0.            !
 1969.4!                             * +      !!            .0. .            !
 1970.1!                             +   *    !!            . . 0            !
 1970.2!                                +     !!            . 0 .            !
 1970.3!                               +     *!!            . . .0           !
 1970.4!                                  + * !!            . .0.            !
 1971.1!                                 *+   !!            . 0 .            !
 1971.2!                                + *   !!            . .0.            !
 1971.3!                                +*    !!            . 0 .            !
 1971.4!                             *  +     !!            0 . .            !
 1972.1!                             + *      !!            . .0.            !
 1972.2!                               +      !!            . 0 .            !
 1972.3!                               +      !!            . 0 .            !
 1972.4!                          *    +      !!            0 . .            !
 1973.1!                            +        *!!            . . . 0          !
 1973.2!                                  + * !!            . .0.            !
 1973.3!                                  + * !!            . .0.            !
 1973.4!                                  +   *!            . . 0            !
 1974.1!                                  *+  !!            . 0 .            !
 1974.2!                                +  *  !!            . .0.            !
 1974.3!                                 + *  !!            . .0.            !
 1974.4!                                *+    !!            .0. .            !
 1975.1!                               +*     !!            . .0.            !
 1975.2!                               +      !!            . 0 .            !
 1975.3!                               +      !!            . 0 .            !
 1975.4!                              +       !!            . 0 .            !
 1976.1!                          *   +       !!            0 . .            !
 1976.2!                           +*         !!            . 0 .            !
 1976.3!                           * +        !!            .0. .            !
 1976.4!                            +*        !!            . 0 .            !
 1977.1!                          *  +        !!            0 . .            !
 1977.2!                           *+         !!            .0. .            !
 1977.3!                            +    *    !!            . . .0           !
 1977.4!                              * +     !!            .0. .            !
 1978.1!                              +       !!            . 0 .            !
 1978.2!                       *      +       !!           0. . .            !
 1978.3!                         *+           !!            . 0 .            !
 1978.4!                         * +          !!            .0. .            !
 1979.1!                           +          !!            . 0 .            !
 1979.2!                           *+         !!            . 0 .            !
 1979.3!                           *+         !!            .0. .            !
 1979.4!                          * +         !!            .0. .            !
 1980.1!                            + *       !!            . .0.            !
 1980.2!                            * +       !!            .0. .            !
 1980.3!                           *+         !!            .0. .            !
 1980.4!                           *+         !!            .0. .            !
 1981.1!                            + *       !!            . .0.            !
 1981.2!                              + *     !!            . .0.            !
 1981.3!                            *  +      !!            .0. .            !
 1981.4!                           * +        !!            .0. .            !
 1982.1!                        *   +         !!            0 . .            !
 1982.2!                          + *         !!            . .0.            !
 1982.3!                          *  +        !!            .0. .            !
 1982.4!                          * +         !!            .0. .            !
 1983.1!                        *  +          !!            .0. .            !
 1983.2!                      *    +          !!            0 . .            !
 1983.3!                         +            !!            . 0 .            !
 1983.4!                           +          !!            . 0 .            !
 1984.1!                            +  *      !!            . .0.            !
 1984.2!                           *  +       !!            .0. .            !
 1984.3!                           *+         !!            .0. .            !
 1984.4!                            +*        !!            . 0 .            !
 1985.1!                             +*       !!            . 0 .            !
 1985.2!                              +       !!            . 0 .            !
 1985.3!                            * +       !!            .0. .            !
 1985.4!                            *+        !!            .0. .            !
 1986.1!                             + *      !!            . .0.            !
 1986.2!                           *   +      !!            0 . .            !
 1986.3!                            +    *    !!            . . 0            !
 1986.4!                                +*    !!            . .0.            !
 1987.1!                               +      !!            . 0 .            !
 1987.2!                               +      !!            . 0 .            !
 1987.3!                              +       !!            . 0 .            !
 1987.4!                            * +       !!            .0. .            !
 1988.1!                           * +        !!            .0. .            !
 1988.2!                            +         !!            . 0 .            !
 1988.3!                             +        !!            . 0 .            !
 1988.4!                            *+        !!            . 0 .            !
 1989.1!                             +*       !!            . 0 .            !
 1989.2!                            * +       !!            .0. .            !
 1989.3!                             +    *   !!            . . .0           !
 1989.4!                             *  +     !!            .0. .            !
 1990.1!                             + *      !!            . .0.            !
 1990.2!                             *+       !!            . 0 .            !
 1990.3!                             +     *  !!            . . .0           !
 1990.4!   *                             +    !0            . . .            !
 1991.1*           +                          !!        0   . . .            !
 1991.2!     +      *                         !!            . . . 0          !
 1991.3!                   +    *             !!            . . .0           !
 1991.4!                       *  +           !!            .0. .            !
 1992.1!                          +           !!            . 0 .            !
 1992.2!                           +          !!            . 0 .            !
 1992.3!                       *    +         !!            0 . .            !
 1992.4!                          +*          !!            . .0.            !
 1993.1!                            +         !!            . 0 .            !
 1993.2!                            *+        !!            .0. .            !
 1993.3!                          *  +        !!            .0. .            !
 1993.4!                           +*         !!            . 0 .            !
 1994.1!                             +*       !!            . .0.            !
 1994.2!                              +      *!!            . . .0           !
 1994.3!                             *   +    !!            0 . .            !
 1994.4!                            *+        !!            .0. .            !
 1995.1!                        *   +         !!            0 . .            !
 1995.2!                      *   +           !!            0 . .            !
 1995.3!                        *+            !!            .0. .            !
 1995.4!                         *+           !!            . 0 .            !
 1996.1!                       *   +          !!            0 . .            !
 1996.2!                        * +           !!            .0. .            !
 1996.3!                          + *         !!            . .0.            !
 1996.4!                       *    +         !!           0. . .            !
 1997.1!                          + *         !!            . .0.            !
 1997.2!                          *  +        !!            .0. .            !
 1997.3!                         *  +         !!            .0. .            !
 1997.4!                           +*         !!            . .0.            !
 1998.1!                           * +        !!            .0. .            !
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 1998.3!                           *+         !!            . 0 .            !
 1998.4!                           *+         !!            .0. .            !
 1999.1!                            + *       !!            . .0.            !
 1999.2!                              +       !!            . 0 .            !
 1999.3!                              +*      !!            . .0.            !
 1999.4!                             *+       !!            . 0 .            !
 2000.1!                              +*      !!            . .0.            !
 2000.2!                              + *     !!            . .0.            !
 2000.3!                               +*     !!            . 0 .            !
 2000.4!                               +*     !!            . 0 .            !
 2001.1!                               + *    !!            . .0.            !
 2001.2!                               *+     !!            .0. .            !
 2001.3!                              + *     !!            . .0.            !
 2001.4!                               +      !!            . 0 .            !
 2002.1!                              + *     !!            . .0.            !
 2002.2!                               +  *   !!            . . 0            !
 2002.3!                                +*    !!            . .0.            !
 2002.4!                                +     !!            . 0 .            !
 2003.1!                               + *    !!            . .0.            !
 2003.2!                                +     !!            . 0 .            !
 2003.3!                               +*     !!            . 0 .            !
 2003.4!                               + *    !!            . .0.            !
 2004.1!                                +  *  !!            . . 0            !
 2004.2!                                 +    !!            . 0 .            !
 2004.3!                                + *   !!            . .0.            !
 2004.4!                                + *   !!            . .0.            !
 2005.1!                                +*    !!            . .0.            !
 2005.2!                                +*    !!            . .0.            !
 2005.3!                                +     !!            . 0 .            !
 2005.4!                               +      !!            . 0 .            !
 2006.1!                               +   *  !!            . . 0            !
 2006.2!                                 +    !!            . 0 .            !
 2006.3!                               + *    !!            . .0.            !
 2006.4!                               *+     !!            . 0 .            !
 2007.1!                              + *     !!            . .0.            !
 2007.2!                               +   *  !!            . . 0            !
 2007.3!                                 +*   !!            . .0.            !
 2007.4!                                +  *  !!            . .0.            !
 2008.1!                               * +    !!            .0. .            !
 2008.2!                               +*     !!            . .0.            !
 2008.3!                            *  +      !!            0 . .            !
 2008.4!                             + *      !!            . .0.            !
 2009.1!                              +   *   !!            . . 0            !
 2009.2!                                + *   !!            . .0.            !
 2009.3!                                +  *  !!            . .0.            !
 2009.4!                                 +    !!            . 0 .            !
 2010.1!                                +*    !!            . .0.            !
 2010.2!                               *+     !!            . 0 .            !
 2010.3!                               +      !!            . 0 .            !
 2010.4!                             * +      !!            .0. .            !
 2011.1!                              +   *   !!            . . 0            !
 2011.2!                               *+     !!            . 0 .            !
 2011.3!                               +*     !!            . 0 .            !
 2011.4!                              *+      !!            . 0 .            !
 2012.1!                              +*      !!            . .0.            !
 2012.2!                               +      !!            . 0 .            !
 2012.3!                              +    *  !!            . . 0            !
 2012.4!                              *  +    !!            0 . .            !


     18.62 percent of the residuals exceed 1 SE
      2.13 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTKU=STPX$/KUPMM;                                                      
 GENR LAASTKU=LOG(AASTKU+.00001);                                             
 GENR LASTKU=LOG(ASTKU+.00001);                                               
 LHS AASTKU=EXP(LAASTKU)-.00001;                                              
  EQ 3144 LAASTKU C LASTKU(-1) PSTKU;                                         
EQUATION 1629  LAASTKU  
   RHS     C  LASTKU(-1)  PSTKU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1629 PLOT=0;END;                                                     

Equation number = 1629
**********************

Dependent variable = LAASTKU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.001033197

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.663571785       0.297062380  -5.60008     1.000000
15296 LASTKU  ( -1)       0.536495232       0.100366512   5.34536    -3.995640
15294 PSTKU   (  0)      -0.196609051       0.139910798  -1.40525     0.985813

SE of equation            =     0.439591659
Sum of squared residuals  =  35.7495529       0.175814918E-10
Average absolute error    =     0.243041361
Sum of ABS residuals      =  45.6917759    
R squared                 =   0.43820
Durbin-Watson statistic   =   2.09641
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                  +*  !!            . 0 .            !
 1966.2!                                  +   !!            . .0.            !
 1966.3!                                 + *  !!            . .0.            !
 1966.4!                                  +*  !!            . .0.            !
 1967.1!                                  + * !!            . . 0            !
 1967.2!                                  +*  !!            . .0.            !
 1967.3!                                  + * !!            . .0.            !
 1967.4!                                  +   *!            . . .0           !
 1968.1!                                   +* !!            . 0 .            !
 1968.2!                                  +  *!!            . . 0            !
 1968.3!                                   +* !!            . .0.            !
 1968.4!                                  +*  !!            . .0.            !
 1969.1!                                  + * !!            . . 0            !
 1969.2!                                  *+  !!            . 0 .            !
 1969.3!                                  +*  !!            . .0.            !
 1969.4!                                  +  *!!            . . 0            !
 1970.1!                                  *+  !!            . 0 .            !
 1970.2!                                 +   *!!            . . .0           !
 1970.3!                                   +* !!            . .0.            !
 1970.4!                                  +*  !!            . .0.            !
 1971.1!                                  +   !!            . 0 .            !
 1971.2!                                 +*   !!            . 0 .            !
 1971.3!                                 +*   !!            . .0.            !
 1971.4!                                 +    !!            . 0 .            !
 1972.1!                               * +    !!            0 . .            !
 1972.2!                                +     !!            . 0 .            !
 1972.3!                                +*    !!            . .0.            !
 1972.4!                               * +    !!            .0. .            !
 1973.1!                                +   * !!            . . .0           !
 1973.2!                                  +*  !!            . 0 .            !
 1973.3!                                  + * !!            . . 0            !
 1973.4!                                  *+  !!            . 0 .            !
 1974.1!                                  +   *!            . . .0           !
 1974.2!                                   + *!!            . .0.            !
 1974.3!                                   +  !!            . 0 .            !
 1974.4!                                  +   !!            . 0 .            !
 1975.1!                                 +    !!            . 0 .            !
 1975.2!                                 +*   !!            . .0.            !
 1975.3!                                 +*   !!            . 0 .            !
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 1976.1!                                *+    !!            . 0 .            !
 1976.2!                                +     !!            . 0 .            !
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 1977.1!                                +*    !!            . .0.            !
 1977.2!                                *+    !!            . 0 .            !
 1977.3!                                +*    !!            . 0 .            !
 1977.4!                                + *   !!            . .0.            !
 1978.1!                                 +    !!            . 0 .            !
 1978.2!                                 +  * !!            . . 0            !
 1978.3!                                 *+   !!            . 0 .            !
 1978.4!                                *+    !!            .0. .            !
 1979.1!                               *+     !!            . 0 .            !
 1979.2!                                +     !!            . 0 .            !
 1979.3!                                +*    !!            . .0.            !
 1979.4!                                 +    !!            . 0 .            !
 1980.1!                                +*    !!            . .0.            !
 1980.2!                                 +    !!            . 0 .            !
 1980.3!                               * +    !!            .0. .            !
 1980.4!                               *+     !!            .0. .            !
 1981.1!                              *+      !!            .0. .            !
 1981.2!                               + *    !!            . .0.            !
 1981.3!                                 +    !!            . .0.            !
 1981.4!                                 +    !!            . 0 .            !
 1982.1!                                 + *  !!            . . 0            !
 1982.2!                                 *+   !!            . 0 .            !
 1982.3!                                 +    !!            . 0 .            !
 1982.4!                               * +    !!            0 . .            !
 1983.1!                               +*     !!            . 0 .            !
 1983.2!                               *+     !!            . 0 .            !
 1983.3!                                +*    !!            . .0.            !
 1983.4!                                *+    !!            .0. .            !
 1984.1!                               *+     !!            .0. .            !
 1984.2!                               *+     !!            .0. .            !
 1984.3!                                + *   !!            . .0.            !
 1984.4!                                *+    !!            .0. .            !
 1985.1!                                +*    !!            . .0.            !
 1985.2!                               * +    !!            .0. .            !
 1985.3!                                +*    !!            . .0.            !
 1985.4!                                *+    !!            .0. .            !
 1986.1!                              * +     !!            .0. .            !
 1986.2!                             * +      !!            .0. .            !
 1986.3!                             * +      !!            .0. .            !
 1986.4!                              +*      !!            . .0.            !
 1987.1!                               +*     !!            . 0 .            !
 1987.2!                               *+     !!            .0. .            !
 1987.3!                               + *    !!            . .0.            !
 1987.4!                                + *   !!            . . 0            !
 1988.1!                              *  +    !!            0 . .            !
 1988.2!                               +      !!            . .0.            !
 1988.3!                             * +      !!            0 . .            !
 1988.4!                             *+       !!            .0. .            !
 1989.1!                             *+       !!            . 0 .            !
 1989.2!                             *+       !!            .0. .            !
 1989.3!                            * +       !!            .0. .            !
 1989.4!                            * +       !!            .0. .            !
 1990.1!                              +*      !!            . .0.            !
 1990.2!                               + *    !!            . .0.            !
 1990.3!                               *+     !!            .0. .            !
 1990.4!               *               +      !!  0         . . .            !
 1991.1*                    +                 !0            . . .            !
 1991.2!         +            *               !!            . . .      0     !
 1991.3!                       *  +           !!            0 . .            !
 1991.4!                           +*         !!            . .0.            !
 1992.1!                             +        !!            . 0 .            !
 1992.2!                            * +       !!            .0. .            !
 1992.3!                              +       !!            . 0 .            !
 1992.4!                           *  +       !!            0 . .            !
 1993.1!                             +        !!            . 0 .            !
 1993.2!                          *   +       !!           0. . .            !
 1993.3!                            +         !!            . 0 .            !
 1993.4!                              +*      !!            . .0.            !
 1994.1!                               +      !!            . 0 .            !
 1994.2!                           *   +      !!           0. . .            !
 1994.3!                            *+        !!            . 0 .            !
 1994.4!                           * +        !!            0 . .            !
 1995.1!                             +        !!            . 0 .            !
 1995.2!                            * +       !!            .0. .            !
 1995.3!                            *+        !!            .0. .            !
 1995.4!                           * +        !!            0 . .            !
 1996.1!                            + *       !!            . .0.            !
 1996.2!                               +*     !!            . .0.            !
 1996.3!                               *+     !!            . 0 .            !
 1996.4!                             * +      !!            .0. .            !
 1997.1!                              +   *   !!            . . 0            !
 1997.2!                                *+    !!            . 0 .            !
 1997.3!                               + *    !!            . .0.            !
 1997.4!                             *  +     !!            0 . .            !
 1998.1!                           *  +       !!            0 . .            !
 1998.2!                             +    *   !!            . . . 0          !
 1998.3!                             *   +    !!           0. . .            !
 1998.4!                              +   *   !!            . . .0           !
 1999.1!                            *   +     !!           0. . .            !
 1999.2!                             +        !!            . 0 .            !
 1999.3!                              +*      !!            . .0.            !
 1999.4!                               +*     !!            . .0.            !
 2000.1!                               *+     !!            . 0 .            !
 2000.2!                              *+      !!            .0. .            !
 2000.3!                               +*     !!            . .0.            !
 2000.4!                             *  +     !!            0 . .            !
 2001.1!                              + *     !!            . .0.            !
 2001.2!                              * +     !!            .0. .            !
 2001.3!                               +*     !!            . .0.            !
 2001.4!                            *  +      !!            0 . .            !
 2002.1!                             +   *    !!            . . .0           !
 2002.2!                                +     !!            . 0 .            !
 2002.3!                               + *    !!            . .0.            !
 2002.4!                              * +     !!            0 . .            !
 2003.1!                              +  *    !!            . . 0            !
 2003.2!                               *+     !!            .0. .            !
 2003.3!                               +*     !!            . 0 .            !
 2003.4!                              *+      !!            .0. .            !
 2004.1!                              +*      !!            . 0 .            !
 2004.2!                              *+      !!            . 0 .            !
 2004.3!                               +      !!            . 0 .            !
 2004.4!                               +      !!            . 0 .            !
 2005.1!                               +      !!            . 0 .            !
 2005.2!                               +      !!            . 0 .            !
 2005.3!                               +      !!            . 0 .            !
 2005.4!                               +      !!            . 0 .            !
 2006.1!                               +*     !!            . .0.            !
 2006.2!                                +     !!            . 0 .            !
 2006.3!                                +     !!            . 0 .            !
 2006.4!                                +     !!            . 0 .            !
 2007.1!                               +      !!            . 0 .            !
 2007.2!                               +      !!            . 0 .            !
 2007.3!                               +      !!            . 0 .            !
 2007.4!                               +      !!            . 0 .            !
 2008.1!                               +*     !!            . .0.            !
 2008.2!                               *+     !!            . 0 .            !
 2008.3!                              *+      !!            . 0 .            !
 2008.4!                               +  *   !!            . . 0            !
 2009.1!                             *  +     !!            0 . .            !
 2009.2!                              +       !!            . .0.            !
 2009.3!                              +*      !!            . 0 .            !
 2009.4!                               +*     !!            . .0.            !
 2010.1!                               +*     !!            . .0.            !
 2010.2!                                + *   !!            . . 0            !
 2010.3!                              *  +    !!            0 . .            !
 2010.4!                              +*      !!            . 0 .            !
 2011.1!                              *+      !!            .0. .            !
 2011.2!                              +       !!            . 0 .            !
 2011.3!                              +*      !!            . .0.            !
 2011.4!                              *+      !!            .0. .            !
 2012.1!                              +       !!            . 0 .            !
 2012.2!                              *+      !!            . 0 .            !
 2012.3!                              + *     !!            . .0.            !
 2012.4!                              *+      !!            .0. .            !


     13.83 percent of the residuals exceed 1 SE
      1.60 percent of the residuals exceed 2 SE
@EQ  3145 LAAUKKU C LAUKKU(-1) PUKKU;SMPL 1966.1 2012.4;OLS;EST 3145 PLOT=0;EN
@@EQ 3146 LAAFIKU C LAFIKU(-1) PFIKU;SMPL 1991.4 2012.4;OLS;EST 3146 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASKU=ASPX$/KUPMM;                                                      
 GENR LAAASKU=LOG(AAASKU+.00001);                                             
 GENR LAASKU=LOG(AASKU+.00001);                                               
 LHS AAASKU=EXP(LAAASKU)-.00001;                                              
  EQ 3147 LAAASKU C LAASKU(-1) PASKU;                                         
EQUATION 1630  LAAASKU  
   RHS     C  LAASKU(-1)  PASKU  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1630 PLOT=0;END;                                                     

Equation number = 1630
**********************

Dependent variable = LAAASKU 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.037087762

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.102372222       0.208004168  -5.29976     1.000000
15299 LAASKU  ( -1)       0.697751244       0.056314370  12.39029    -4.036773
15297 PASKU   (  0)      -0.101435381       0.099735312  -1.01705     1.163815

SE of equation            =     0.457514241
Sum of squared residuals  =  38.7240669       0.985034276E-11
Average absolute error    =     0.291184820
Sum of ABS residuals      =  54.7427463    
R squared                 =   0.52485
Durbin-Watson statistic   =   2.33230
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                          *  +        !!            0 . .            !
 1966.2!                           +  *       !!            . . 0            !
 1966.3!                              +       !!            . 0 .            !
 1966.4!                              +       !!            . 0 .            !
 1967.1!                             *+       !!            . 0 .            !
 1967.2!                              +  *    !!            . . 0            !
 1967.3!                             *  +     !!            0 . .            !
 1967.4!                             + *      !!            . .0.            !
 1968.1!                             * +      !!            .0. .            !
 1968.2!                             +  *     !!            . .0.            !
 1968.3!                            *  +      !!            0 . .            !
 1968.4!                             +*       !!            . .0.            !
 1969.1!                              +       !!            . 0 .            !
 1969.2!                              +       !!            . 0 .            !
 1969.3!                              +       !!            . 0 .            !
 1969.4!                              + *     !!            . .0.            !
 1970.1!                               +*     !!            . 0 .            !
 1970.2!                             * +      !!            .0. .            !
 1970.3!                             + *      !!            . .0.            !
 1970.4!                               +  *   !!            . . 0            !
 1971.1!                                 + *  !!            . .0.            !
 1971.2!                                 +    !!            . 0 .            !
 1971.3!                               * +    !!            .0. .            !
 1971.4!                               + *    !!            . .0.            !
 1972.1!                               *+     !!            .0. .            !
 1972.2!                               +*     !!            . .0.            !
 1972.3!                               *+     !!            . 0 .            !
 1972.4!                               +*     !!            . 0 .            !
 1973.1!                               + *    !!            . .0.            !
 1973.2!                                +*    !!            . .0.            !
 1973.3!                              * +     !!            .0. .            !
 1973.4!                              + *     !!            . .0.            !
 1974.1!                               + *    !!            . .0.            !
 1974.2!                                +*    !!            . 0 .            !
 1974.3!                               *+     !!            . 0 .            !
 1974.4!                               +*     !!            . .0.            !
 1975.1!                                +     !!            . 0 .            !
 1975.2!                               *+     !!            . 0 .            !
 1975.3!                               +*     !!            . 0 .            !
 1975.4!                               +      !!            . 0 .            !
 1976.1!                               +      !!            . 0 .            !
 1976.2!                           *   +      !!            0 . .            !
 1976.3!                            +*        !!            . .0.            !
 1976.4!                              +       !!            . 0 .            !
 1977.1!                            * +       !!            .0. .            !
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 1977.3!                             +        !!            . 0 .            !
 1977.4!                             +     *  !!            . . .0           !
 1978.1!                            *     +   !!           0. . .            !
 1978.2!                             +*       !!            . 0 .            !
 1978.3!                        *     +       !!           0. . .            !
 1978.4!                          +     *     !!            . . .0           !
 1979.1!                                +*    !!            . 0 .            !
 1979.2!                                +     !!            . 0 .            !
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 1979.4!                               +*     !!            . .0.            !
 1980.1!                               *+     !!            . 0 .            !
 1980.2!                               +*     !!            . .0.            !
 1980.3!                              * +     !!            .0. .            !
 1980.4!                              +    *  !!            . . .0           !
 1981.1!                                  +   *!            . . 0            !
 1981.2!                                   *+ !!            . 0 .            !
 1981.3!                               *  +   !!            0 . .            !
 1981.4!                               +*     !!            . .0.            !
 1982.1!                            *   +     !!            0 . .            !
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 1982.3!                             +*       !!            . .0.            !
 1982.4!                              +       !!            . 0 .            !
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 1983.2!                             +  *     !!            . . 0            !
 1983.3!                           *   +      !!           0. . .            !
 1983.4!                            +*        !!            . .0.            !
 1984.1!                              + *     !!            . .0.            !
 1984.2!                               +      !!            . 0 .            !
 1984.3!                             * +      !!            .0. .            !
 1984.4!                              +*      !!            . .0.            !
 1985.1!                              *+      !!            . 0 .            !
 1985.2!                               +*     !!            . .0.            !
 1985.3!                               *+     !!            .0. .            !
 1985.4!                               + *    !!            . .0.            !
 1986.1!                                +*    !!            . .0.            !
 1986.2!                            *    +    !!           0. . .            !
 1986.3!                             +*       !!            . 0 .            !
 1986.4!                              +       !!            . 0 .            !
 1987.1!                              +       !!            . 0 .            !
 1987.2!                           *  +       !!            0 . .            !
 1987.3!                            +         !!            . 0 .            !
 1987.4!                             + *      !!            . .0.            !
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 1988.2!                            +         !!            . 0 .            !
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 1988.4!                            +*        !!            . 0 .            !
 1989.1!                         *   +        !!            0 . .            !
 1989.2!                           +          !!            . 0 .            !
 1989.3!                          * +         !!            .0. .            !
 1989.4!                           +  *       !!            . .0.            !
 1990.1!                          *   +       !!            0 . .            !
 1990.2!                          *+          !!            .0. .            !
 1990.3!                        *  +          !!            .0. .            !
 1990.4*                          +           !0            . . .            !
 1991.1!        +  *                          !!            . . 0            !
 1991.2!            * +                       !!            .0. .            !
 1991.3!                 +  *                 !!            . .0.            !
 1991.4!                       +              !!            . 0 .            !
 1992.1!                         + *          !!            . .0.            !
 1992.2!                            +         !!            . 0 .            !
 1992.3!                         *   +        !!            0 . .            !
 1992.4!                          +   *       !!            . . 0            !
 1993.1!                             *+       !!            .0. .            !
 1993.2!                            *+        !!            .0. .            !
 1993.3!                        *    +        !!           0. . .            !
 1993.4!                          +*          !!            . 0 .            !
 1994.1!                            +         !!            . 0 .            !
 1994.2!                           * +        !!            .0. .            !
 1994.3!                          * +         !!            .0. .            !
 1994.4!                           *+         !!            . 0 .            !
 1995.1!                           *+         !!            .0. .            !
 1995.2!                        *   +         !!            0 . .            !
 1995.3!                          +           !!            . 0 .            !
 1995.4!                           *+         !!            . 0 .            !
 1996.1!                            +    *    !!            . . .0           !
 1996.2!                              * +     !!            .0. .            !
 1996.3!                           *  +       !!            0 . .            !
 1996.4!                            +  *      !!            . .0.            !
 1997.1!                               +      !!            . 0 .            !
 1997.2!                               +*     !!            . .0.            !
 1997.3!                             *  +     !!            0 . .            !
 1997.4!                             +  *     !!            . . 0            !
 1998.1!                             *  +     !!            0 . .            !
 1998.2!                             + *      !!            . .0.            !
 1998.3!                               +      !!            . 0 .            !
 1998.4!                             * +      !!            .0. .            !
 1999.1!                              +  *    !!            . . 0            !
 1999.2!                                 +    !!            . 0 .            !
 1999.3!                                +  *  !!            . .0.            !
 1999.4!                                 +    *!            . . .0           !
 2000.1!                                 *  + !!            .0. .            !
 2000.2!                                + *   !!            . .0.            !
 2000.3!                                *+    !!            .0. .            !
 2000.4!                                +     *!            . . .0           !
 2001.1!                                    + !!            . 0 .            !
 2001.2!                                  + * !!            . .0.            !
 2001.3!                                  +*  !!            . 0 .            !
 2001.4!                                 +    *!            . . 0            !
 2002.1!                                    + !!            . 0 .            !
 2002.2!                                  +  *!!            . .0.            !
 2002.3!                                   +  !!            . 0 .            !
 2002.4!                                  +  *!!            . . 0            !
 2003.1!                                   +* !!            . 0 .            !
 2003.2!                                  + * !!            . .0.            !
 2003.3!                                   + *!!            . .0.            !
 2003.4!                                   +* !!            . .0.            !
 2004.1!                                   +* !!            . .0.            !
 2004.2!                                   + *!!            . .0.            !
 2004.3!                                  *+  !!            . 0 .            !
 2004.4!                                 + *  !!            . .0.            !
 2005.1!                                 *+   !!            . 0 .            !
 2005.2!                                + *   !!            . .0.            !
 2005.3!                                *+    !!            . 0 .            !
 2005.4!                                + *   !!            . .0.            !
 2006.1!                                 +    !!            . 0 .            !
 2006.2!                                + *   !!            . .0.            !
 2006.3!                              *  +    !!            0 . .            !
 2006.4!                              +   *   !!            . . 0            !
 2007.1!                               * +    !!            .0. .            !
 2007.2!                              + *     !!            . .0.            !
 2007.3!                               +*     !!            . 0 .            !
 2007.4!                               +*     !!            . 0 .            !
 2008.1!                               +      !!            . 0 .            !
 2008.2!                               +      !!            . 0 .            !
 2008.3!                           *   +      !!            0 . .            !
 2008.4!                           *+         !!            . 0 .            !
 2009.1!                            + *       !!            . .0.            !
 2009.2!                             *+       !!            . 0 .            !
 2009.3!                             + *      !!            . .0.            !
 2009.4!                              +  *    !!            . .0.            !
 2010.1!                                +     !!            . 0 .            !
 2010.2!                              *+      !!            .0. .            !
 2010.3!                           * +        !!            .0. .            !
 2010.4!                            +  *      !!            . . 0            !
 2011.1!                               +      !!            . 0 .            !
 2011.2!                               + *    !!            . .0.            !
 2011.3!                            *   +     !!            0 . .            !
 2011.4!                            + *       !!            . .0.            !
 2012.1!                              +       !!            . 0 .            !
 2012.2!                              +*      !!            . .0.            !
 2012.3!                            * +       !!            0 . .            !
 2012.4!                            +*        !!            . .0.            !


     19.68 percent of the residuals exceed 1 SE
      0.53 percent of the residuals exceed 2 SE
@@EQ 3148 LAASOKU C LASOKU(-1) PSOKU;SMPL 1998.3 2012.4;OLS;EST 3148 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOKU=KOPX$/KUPMM;                                                      
 GENR LAAKOKU=LOG(AAKOKU+.00001);                                             
 GENR LAKOKU=LOG(AKOKU+.00001);                                               
 LHS AAKOKU=EXP(LAAKOKU)-.00001;                                              
  EQ 3149 LAAKOKU C LAKOKU(-1) PKOKU;                                         
EQUATION 1631  LAAKOKU  
   RHS     C  LAKOKU(-1)  PKOKU  
 SMPL 1969.2 2012.4;                                                          
Sample period is now  1969.2 to  2012.4 Internally:    70 to   244
 OLS;EST 1631 PLOT=0;END;                                                     

Equation number = 1631
**********************

Dependent variable = LAAKOKU 

 1969.2 -   2012.4,    0 missing obs.,  175 obs. used.

Mean of dependent variable       -3.638418194

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.132613049       0.248746530  -8.57344     1.000000
15302 LAKOKU  ( -1)       0.229305158       0.087652975   2.61606    -3.640439
15300 PKOKU   (  0)      -0.410060013       0.106717415  -3.84248     1.636428

SE of equation            =     0.814117172
Sum of squared residuals  =  113.999324       0.100475184E-11
Average absolute error    =     0.489341930
Sum of ABS residuals      =  85.6348378    
R squared                 =   0.26779
Durbin-Watson statistic   =   2.11533
SMPL and No. Obs.         = 1969.2   2012.4    175

Plot of actual(*) and fitted(+) values and residuals(0)


 1969.2!                               +   *  !!            . . 0            !
 1969.3!                               +*     !!            . .0.            !
 1969.4!                              + *     !!            . .0.            !
 1970.1!                              + *     !!            . .0.            !
 1970.2!                              + *     !!            . .0.            !
 1970.3!                              + *     !!            . .0.            !
 1970.4!                           *  +       !!            .0. .            !
 1971.1!                             +   *    !!            . . 0            !
 1971.2!                              + *     !!            . .0.            !
 1971.3!                              +   *   !!            . . 0            !
 1971.4!                               +   *  !!            . . 0            !
 1972.1!                               + *    !!            . .0.            !
 1972.2!                               +   *  !!            . . 0            !
 1972.3!                                +   * !!            . . 0            !
 1972.4!                                +  *  !!            . . 0            !
 1973.1!                      *         +     !!         0  . . .            !
 1973.2!                       *     +        !!           0. . .            !
 1973.3!                           * +        !!            .0. .            !
 1973.4!                        *     +       !!           0. . .            !
 1974.1!                        *    +        !!           0. . .            !
 1974.2!                         *    +       !!            0 . .            !
 1974.3!                           *  +       !!            .0. .            !
 1974.4!                               + *    !!            . .0.            !
 1975.1!                            *   +     !!            0 . .            !
 1975.2!                            *  +      !!            0 . .            !
 1975.3!                           *   +      !!            0 . .            !
 1975.4!                             *+       !!            .0. .            !
 1976.1!                            *  +      !!            .0. .            !
 1976.2!                              *+      !!            . 0 .            !
 1976.3!                               +*     !!            . 0 .            !
 1976.4!                               +    * !!            . . 0            !
 1977.1!                                + *   !!            . .0.            !
 1977.2!                                +  *  !!            . . 0            !
 1977.3!                              * +     !!            .0. .            !
 1977.4!                               +      !!            . 0 .            !
 1978.1!                               +  *   !!            . . 0            !
 1978.2!                                + *   !!            . .0.            !
 1978.3!                              * +     !!            .0. .            !
 1978.4!                              *+      !!            . 0 .            !
 1979.1!                              *+      !!            .0. .            !
 1979.2!                              *+      !!            . 0 .            !
 1979.3!                               +  *   !!            . . 0            !
 1979.4!                               *+     !!            . 0 .            !
 1980.1!                                +     !!            . 0 .            !
 1980.2!                                +*    !!            . .0.            !
 1980.3!                                +*    !!            . 0 .            !
 1980.4!                              * +     !!            .0. .            !
 1981.1!                             * +      !!            .0. .            !
 1981.2!                               +      !!            . 0 .            !
 1981.3!                              *+      !!            . 0 .            !
 1981.4!                             * +      !!            .0. .            !
 1982.1!                             * +      !!            .0. .            !
 1982.2!                              *+      !!            . 0 .            !
 1982.3!                               +*     !!            . .0.            !
 1982.4!                               +      !!            . 0 .            !
 1983.1!                               +   *  !!            . . 0            !
 1983.2!                                +   * !!            . . 0            !
 1983.3!                               *+     !!            . 0 .            !
 1983.4!                               + *    !!            . .0.            !
 1984.1!                               *+     !!            . 0 .            !
 1984.2!                            *  +      !!            0 . .            !
 1984.3!                              +       !!            . 0 .            !
 1984.4!                               + *    !!            . .0.            !
 1985.1!                              *+      !!            .0. .            !
 1985.2!                              *+      !!            . 0 .            !
 1985.3!                             * +      !!            .0. .            !
 1985.4!                               +*     !!            . .0.            !
 1986.1!                              * +     !!            .0. .            !
 1986.2!                               + *    !!            . .0.            !
 1986.3!                                +     !!            . 0 .            !
 1986.4!                               +      !!            . 0 .            !
 1987.1!                               +      !!            . 0 .            !
 1987.2!                               +      !!            . 0 .            !
 1987.3!                               +*     !!            . 0 .            !
 1987.4!                              *+      !!            . 0 .            !
 1988.1!                               +      !!            . 0 .            !
 1988.2!                              *+      !!            . 0 .            !
 1988.3!                              + *     !!            . .0.            !
 1988.4!                              +   *   !!            . . 0            !
 1989.1!                               +      !!            . 0 .            !
 1989.2!                              +*      !!            . 0 .            !
 1989.3!                              +       !!            . 0 .            !
 1989.4!                             *+       !!            . 0 .            !
 1990.1!                              +       !!            . 0 .            !
 1990.2!                             * +      !!            .0. .            !
 1990.3!                              *+      !!            . 0 .            !
 1990.4!                               +     *!!            . . .0           !
 1991.1*                            +         !0            . . .            !
 1991.2!          +            *              !!            . . .    0       !
 1991.3!                          *+          !!            . 0 .            !
 1991.4!                             +       *!!            . . . 0          !
 1992.1!                               *+     !!            .0. .            !
 1992.2!                               +*     !!            . .0.            !
 1992.3!                               +*     !!            . .0.            !
 1992.4!                               +*     !!            . 0 .            !
 1993.1!                            *  +      !!            0 . .            !
 1993.2!                          *   +       !!            0 . .            !
 1993.3!                           *  +       !!            .0. .            !
 1993.4!                           *  +       !!            .0. .            !
 1994.1!                          *   +       !!            0 . .            !
 1994.2!                            *+        !!            .0. .            !
 1994.3!                            * +       !!            .0. .            !
 1994.4!                           *  +       !!            .0. .            !
 1995.1!                           *  +       !!            .0. .            !
 1995.2!                           *  +       !!            .0. .            !
 1995.3!                            * +       !!            .0. .            !
 1995.4!                            * +       !!            .0. .            !
 1996.1!                            * +       !!            .0. .            !
 1996.2!                            * +       !!            .0. .            !
 1996.3!                            * +       !!            .0. .            !
 1996.4!                            * +       !!            .0. .            !
 1997.1!                             *+       !!            .0. .            !
 1997.2!                              +       !!            . 0 .            !
 1997.3!                             *+       !!            .0. .            !
 1997.4!                               +      !!            . 0 .            !
 1998.1!                                +   * !!            . . 0            !
 1998.2!                                 +  * !!            . .0.            !
 1998.3!                                 + *  !!            . .0.            !
 1998.4!                                 + *  !!            . .0.            !
 1999.1!                            *   +     !!            0 . .            !
 1999.2!                             *+       !!            . 0 .            !
 1999.3!                              *+      !!            .0. .            !
 1999.4!                              *+      !!            . 0 .            !
 2000.1!                               +      !!            . 0 .            !
 2000.2!                               +*     !!            . 0 .            !
 2000.3!                               +*     !!            . 0 .            !
 2000.4!                               +      !!            . 0 .            !
 2001.1!                               +      !!            . 0 .            !
 2001.2!                              *+      !!            . 0 .            !
 2001.3!                              *+      !!            .0. .            !
 2001.4!                              *+      !!            .0. .            !
 2002.1!                              *+      !!            .0. .            !
 2002.2!                              *+      !!            . 0 .            !
 2002.3!                              * +     !!            .0. .            !
 2002.4!                              * +     !!            .0. .            !
 2003.1!                                +     !!            . 0 .            !
 2003.2!                               *+     !!            . 0 .            !
 2003.3!                               *+     !!            . 0 .            !
 2003.4!                               *+     !!            . 0 .            !
 2004.1!                                +     !!            . 0 .            !
 2004.2!                                +     !!            . 0 .            !
 2004.3!                                +     !!            . 0 .            !
 2004.4!                                +*    !!            . 0 .            !
 2005.1!                                +     !!            . 0 .            !
 2005.2!                                +     !!            . 0 .            !
 2005.3!                                +     !!            . 0 .            !
 2005.4!                                +*    !!            . 0 .            !
 2006.1!                                + *   !!            . .0.            !
 2006.2!                                 +*   !!            . .0.            !
 2006.3!                                 +*   !!            . .0.            !
 2006.4!                                 +*   !!            . 0 .            !
 2007.1!                                 +  * !!            . .0.            !
 2007.2!                                 +  * !!            . .0.            !
 2007.3!                                 +  * !!            . .0.            !
 2007.4!                                 +  * !!            . .0.            !
 2008.1!                                 +    !!            . 0 .            !
 2008.2!                                 +    !!            . 0 .            !
 2008.3!                                 +    !!            . 0 .            !
 2008.4!                                 +    !!            . 0 .            !
 2009.1!                                 +*   !!            . .0.            !
 2009.2!                                 + *  !!            . .0.            !
 2009.3!                                 + *  !!            . .0.            !
 2009.4!                                 +*   !!            . .0.            !
 2010.1!                                 +*   !!            . 0 .            !
 2010.2!                                 +*   !!            . .0.            !
 2010.3!                                 + *  !!            . .0.            !
 2010.4!                                 +   *!!            . . 0            !
 2011.1!                                  +  *!!            . . 0            !
 2011.2!                                  +  *!!            . . 0            !
 2011.3!                                  +   !!            . 0 .            !
 2011.4!                                 +   *!!            . . 0            !
 2012.1!                                  +  *!!            . . 0            !
 2012.2!                                  +   *!            . . 0            !
 2012.3!                                  + * !!            . .0.            !
 2012.4!                                  + * !!            . .0.            !


     16.00 percent of the residuals exceed 1 SE
      2.29 percent of the residuals exceed 2 SE
@@EQ 3150 LAABEKU C LABEKU(-1) PBEKU;SMPL 1991.4 2012.4;OLS;EST 3150 PLOT=0;EN
@EQ  3151 LAADEKU C LADEKU(-1) PDEKU;SMPL 1966.1 2012.4;OLS;EST 3151 PLOT=0;EN
@@EQ 3152 LAANOKU C LANOKU(-1) PNOKU;SMPL 1991.4 2012.4;OLS;EST 3152 PLOT=0;EN
@@EQ 3153 LAASWKU C LASWKU(-1) PSWKU;SMPL 1991.3 2012.4;OLS;EST 3153 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGRKU=GRPX$Q/KUPMM;                                                     
 GENR LAAGRKU=LOG(AAGRKU+.00001);                                             
 GENR LAGRKU=LOG(AGRKU+.00001);                                               
 LHS AAGRKU=EXP(LAAGRKU)-.00001;                                              
  EQ 3154 LAAGRKU C LAGRKU(-1) PGRKU;                                         
EQUATION 1632  LAAGRKU  
   RHS     C  LAGRKU(-1)  PGRKU  
 SMPL 1969.4 2012.4;                                                          
Sample period is now  1969.4 to  2012.4 Internally:    72 to   244
 OLS;EST 1632 PLOT=0;END;                                                     

Equation number = 1632
**********************

Dependent variable = LAAGRKU 

 1969.4 -   2012.4,    0 missing obs.,  173 obs. used.

Mean of dependent variable       -6.064987992

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.413134766       0.287478363  -4.91562     1.000000
15305 LAGRKU  ( -1)       0.672742365       0.051263410  13.12325    -6.067556
15303 PGRKU   (  0)      -0.533913864       0.125481926  -4.25491     1.067497

SE of equation            =     0.509196326
Sum of squared residuals  =  44.0777527       0.115196741E-10
Average absolute error    =     0.367088160
Sum of ABS residuals      =  63.5062517    
R squared                 =   0.62288
Durbin-Watson statistic   =   2.13785
SMPL and No. Obs.         = 1969.4   2012.4    173

Plot of actual(*) and fitted(+) values and residuals(0)


 1969.4!                    +  *              !!            . . 0            !
 1970.1!                  *     +             !!           0. . .            !
 1970.2!                     + *              !!            . .0.            !
 1970.3!                         + *          !!            . .0.            !
 1970.4!                           +          !!            . 0 .            !
 1971.1!                           + *        !!            . .0.            !
 1971.2!                          *  +        !!            0 . .            !
 1971.3!                           +  *       !!            . . 0            !
 1971.4!                             +     *  !!            . . .0           !
 1972.1!                           *     +    !!           0. . .            !
 1972.2!                           *+         !!            .0. .            !
 1972.3!                            +    *    !!            . . .0           !
 1972.4!                                +     !!            . 0 .            !
 1973.1!                              *+      !!            .0. .            !
 1973.2!                             +  *     !!            . . 0            !
 1973.3!                              +*      !!            . .0.            !
 1973.4!                             +  *     !!            . . 0            !
 1974.1!                              + *     !!            . .0.            !
 1974.2!                              +    *  !!            . . .0           !
 1974.3!                                 +*   !!            . .0.            !
 1974.4!                                +     !!            . 0 .            !
 1975.1!                               + *    !!            . .0.            !
 1975.2!                               +  *   !!            . .0.            !
 1975.3!                                +    *!!            . . .0           !
 1975.4!                                   + *!!            . . 0            !
 1976.1!                                * +   !!            0 . .            !
 1976.2!                               + *    !!            . .0.            !
 1976.3!                               +   *  !!            . . 0            !
 1976.4!                                +  *  !!            . .0.            !
 1977.1!                               *+     !!            .0. .            !
 1977.2!                              +   *   !!            . . 0            !
 1977.3!                                + *   !!            . .0.            !
 1977.4!                                +*    !!            . .0.            !
 1978.1!                          *     +     !!           0. . .            !
 1978.2!                           +    *     !!            . . .0           !
 1978.3!                               +  *   !!            . .0.            !
 1978.4!                                +*    !!            . .0.            !
 1979.1!                            *  +      !!            .0. .            !
 1979.2!                            +    *    !!            . . .0           !
 1979.3!                               +   *  !!            . . 0            !
 1979.4!                                +  *  !!            . . 0            !
 1980.1!                                *+    !!            . 0 .            !
 1980.2!                               + *    !!            . .0.            !
 1980.3!                               +      *!            . . . 0          !
 1980.4!                                   +  *!            . . 0            !
 1981.1!                               *  +   !!            0 . .            !
 1981.2!                              +     * !!            . . . 0          !
 1981.3!                                 + *  !!            . .0.            !
 1981.4!                                 + *  !!            . .0.            !
 1982.1!                                +  *  !!            . . 0            !
 1982.2!                                 + *  !!            . .0.            !
 1982.3!                                 +*   !!            . .0.            !
 1982.4!                                +    *!!            . . .0           !
 1983.1!                                  +   !!            . 0 .            !
 1983.2!                               * +    !!            .0. .            !
 1983.3!                               + *    !!            . . 0            !
 1983.4!                                +     !!            . 0 .            !
 1984.1!                            *  +      !!            0 . .            !
 1984.2!                            +*        !!            . .0.            !
 1984.3!                             +        !!            . 0 .            !
 1984.4!                             + *      !!            . .0.            !
 1985.1!                              + *     !!            . .0.            !
 1985.2!                              *+      !!            . 0 .            !
 1985.3!                            * +       !!            .0. .            !
 1985.4!                            +   *     !!            . . 0            !
 1986.1!                         *     +      !!          0 . . .            !
 1986.2!                          +  *        !!            . . 0            !
 1986.3!                             +        !!            . 0 .            !
 1986.4!                             +  *     !!            . . 0            !
 1987.1!                           *  +       !!            0 . .            !
 1987.2!                         * +          !!            0 . .            !
 1987.3!                          +  *        !!            . . 0            !
 1987.4!                             + *      !!            . .0.            !
 1988.1!                        *     +       !!           0. . .            !
 1988.2!                        + *           !!            . .0.            !
 1988.3!                          + *         !!            . .0.            !
 1988.4!                           +*         !!            . 0 .            !
 1989.1!                            +*        !!            . .0.            !
 1989.2!                           *+         !!            .0. .            !
 1989.3!                           +          !!            . 0 .            !
 1989.4!                          +  *        !!            . . 0            !
 1990.1!                            +         !!            . 0 .            !
 1990.2!                            + *       !!            . .0.            !
 1990.3!                             +  *     !!            . . 0            !
 1990.4!                              +  *    !!            . .0.            !
 1991.1!           *             +            !!      0     . . .            !
 1991.2+      *                               !!            . . . 0          !
 1991.3!           +                         *!!            . . .            0
 1991.4!                                 +*   !!            . 0 .            !
 1992.1!                         *      +     !!          0 . . .            !
 1992.2!                        *+            !!            .0. .            !
 1992.3!                         +            !!            . 0 .            !
 1992.4!                          +  *        !!            . . 0            !
 1993.1!                          * +         !!            .0. .            !
 1993.2!                          +    *      !!            . . .0           !
 1993.3!                        *     +       !!           0. . .            !
 1993.4!                         +  *         !!            . . 0            !
 1994.1!                     *      +         !!          0 . . .            !
 1994.2!                       +      *       !!            . . . 0          !
 1994.3!                         *   +        !!           0. . .            !
 1994.4!                         +        *   !!            . . .  0         !
 1995.1!                  *            +      !!       0    . . .            !
 1995.2!                    +*                !!            . 0 .            !
 1995.3!                      +   *           !!            . . 0            !
 1995.4!                          +  *        !!            . . 0            !
 1996.1!                      *    +          !!           0. . .            !
 1996.2!                       +              !!            . 0 .            !
 1996.3!                      * +             !!            .0. .            !
 1996.4!                       + *            !!            . .0.            !
 1997.1!                        * +           !!            .0. .            !
 1997.2!                         +            !!            . 0 .            !
 1997.3!                        *+            !!            . 0 .            !
 1997.4!                        *+            !!            .0. .            !
 1998.1!                       *+             !!            .0. .            !
 1998.2!                       *+             !!            . 0 .            !
 1998.3!                       *+             !!            . 0 .            !
 1998.4!                      * +             !!            .0. .            !
 1999.1!                   *   +              !!           0. . .            !
 1999.2!                    + *               !!            . .0.            !
 1999.3!                     * +              !!            .0. .            !
 1999.4!                       +              !!            . 0 .            !
 2000.1!                    *   +             !!            0 . .            !
 2000.2!                     *+               !!            .0. .            !
 2000.3!                      *+              !!            . 0 .            !
 2000.4!                   *    +             !!            0 . .            !
 2001.1!                    * +               !!            .0. .            !
 2001.2!                      +*              !!            . .0.            !
 2001.3!                *       +             !!         0  . . .            !
 2001.4!                   +     *            !!            . . .0           !
 2002.1!                   *     +            !!           0. . .            !
 2002.2!                     +*               !!            . 0 .            !
 2002.3!                     * +              !!            .0. .            !
 2002.4!                    * +               !!            .0. .            !
 2003.1!                      +  *            !!            . . 0            !
 2003.2!                        *+            !!            . 0 .            !
 2003.3!                  *      +            !!          0 . . .            !
 2003.4!                 *  +                 !!            0 . .            !
 2004.1!                   +   *              !!            . . 0            !
 2004.2!                   *    +             !!           0. . .            !
 2004.3!                   * +                !!            .0. .            !
 2004.4!                     +                !!            . 0 .            !
 2005.1!                      + *             !!            . .0.            !
 2005.2!                      * +             !!            .0. .            !
 2005.3!                  *    +              !!           0. . .            !
 2005.4!                  *  +                !!            .0. .            !
 2006.1!                    +                 !!            . 0 .            !
 2006.2!                     +                !!            . 0 .            !
 2006.3!                   *  +               !!            0 . .            !
 2006.4!                     +  *             !!            . . 0            !
 2007.1!                    *    +            !!            0 . .            !
 2007.2!                *     +               !!           0. . .            !
 2007.3!                *  +                  !!            0 . .            !
 2007.4!                 *+                   !!            .0. .            !
 2008.1!              *    +                  !!           0. . .            !
 2008.2!                 +                    !!            . 0 .            !
 2008.3!                 * +                  !!            0 . .            !
 2008.4!                 * +                  !!            .0. .            !
 2009.1!                 * +                  !!            .0. .            !
 2009.2!                 * +                  !!            .0. .            !
 2009.3!                *  +                  !!            0 . .            !
 2009.4!                * +                   !!            .0. .            !
 2010.1!                *  +                  !!            0 . .            !
 2010.2!                *  +                  !!            0 . .            !
 2010.3!             *     +                  !!           0. . .            !
 2010.4!              *  +                    !!            .0. .            !
 2011.1!              *  +                    !!            0 . .            !
 2011.2!                *+                    !!            . 0 .            !
 2011.3!                   +                  !!            . 0 .            !
 2011.4!               *     +                !!           0. . .            !
 2012.1!                * +                   !!            .0. .            !
 2012.2!                   +                  !!            . 0 .            !
 2012.3!                     +                !!            . 0 .            !
 2012.4!                    * +               !!            .0. .            !


     22.54 percent of the residuals exceed 1 SE
      2.89 percent of the residuals exceed 2 SE
@@EQ 3155 LAAIRKU C LAIRKU(-1) PIRKU;SMPL 1991.3 2012.4;OLS;EST 3155 PLOT=0;EN
@@EQ 3156 LAAPOKU C LAPOKU(-1) PPOKU;SMPL 1992.1 2012.4;OLS;EST 3156 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPKU=SPPX$Q/KUPMM;                                                     
 GENR LAASPKU=LOG(AASPKU+.00001);                                             
 GENR LASPKU=LOG(ASPKU+.00001);                                               
 LHS AASPKU=EXP(LAASPKU)-.00001;                                              
  EQ 3157 LAASPKU C LASPKU(-1) PSPKU;                                         
EQUATION 1633  LAASPKU  
   RHS     C  LASPKU(-1)  PSPKU  
 SMPL 1972.2 2012.4;                                                          
Sample period is now  1972.2 to  2012.4 Internally:    82 to   244
 OLS;EST 1633 PLOT=0;END;                                                     

Equation number = 1633
**********************

Dependent variable = LAASPKU 

 1972.2 -   2012.4,    0 missing obs.,  163 obs. used.

Mean of dependent variable       -4.415045129

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.570451347       0.274145753  -9.37622     1.000000
15308 LASPKU  ( -1)       0.316927595       0.064734616   4.89580    -4.422602
15306 PSPKU   (  0)      -0.377111245       0.059376166  -6.35122     1.174585

SE of equation            =     0.327735216
Sum of squared residuals  =  17.1856595       0.657252031E-13
Average absolute error    =     0.218701207
Sum of ABS residuals      =  35.6482967    
R squared                 =   0.36587
Durbin-Watson statistic   =   2.34585
SMPL and No. Obs.         = 1972.2   2012.4    163

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.2!            *     +                   !!         0  . . .            !
 1972.3!            *     +                   !!         0  . . .            !
 1972.4!          *        +                  !!       0    . . .            !
 1973.1!             *    +                   !!          0 . . .            !
 1973.2!                  +*                  !!            . .0.            !
 1973.3!                  * +                 !!            0 . .            !
 1973.4!                *   +                 !!           0. . .            !
 1974.1!                   +         *        !!            . . .    0       !
 1974.2!                    *  +              !!            0 . .            !
 1974.3!                     +     *          !!            . . .  0         !
 1974.4!                *      +              !!         0  . . .            !
 1975.1!               *   +                  !!          0 . . .            !
 1975.2!                   +                  *!            . . .            0
 1975.3!                *         +           !!      0     . . .            !
 1975.4!                   +      *           !!            . . .  0         !
 1976.1!                   *   +              !!           0. . .            !
 1976.2!                   * +                !!            .0. .            !
 1976.3!                     +                !!            . 0 .            !
 1976.4!                     +*               !!            . 0 .            !
 1977.1!                      + *             !!            . . 0            !
 1977.2!                      +               !!            . 0 .            !
 1977.3!                      +               !!            . 0 .            !
 1977.4!                      +*              !!            . .0.            !
 1978.1!                      + *             !!            . .0.            !
 1978.2!                       + *            !!            . .0.            !
 1978.3!                       +*             !!            . .0.            !
 1978.4!                      +*              !!            . .0.            !
 1979.1!                      +  *            !!            . . 0            !
 1979.2!                      +   *           !!            . . .0           !
 1979.3!                       +              !!            . 0 .            !
 1979.4!                     *+               !!            .0. .            !
 1980.1!                     +*               !!            . 0 .            !
 1980.2!                      +               !!            . 0 .            !
 1980.3!                      + *             !!            . . 0            !
 1980.4!                       + *            !!            . . 0            !
 1981.1!                    *  +              !!            0 . .            !
 1981.2!                 *   +                !!           0. . .            !
 1981.3!                     +     *          !!            . . .  0         !
 1981.4!                       *+             !!            .0. .            !
 1982.1!                      +               !!            . 0 .            !
 1982.2!                    * +               !!            0 . .            !
 1982.3!                     + *              !!            . . 0            !
 1982.4!                     * +              !!            .0. .            !
 1983.1!                    * +               !!            .0. .            !
 1983.2!                    * +               !!            .0. .            !
 1983.3!                    * +               !!            .0. .            !
 1983.4!                      + *             !!            . .0.            !
 1984.1!                       + *            !!            . . 0            !
 1984.2!                       +              !!            . 0 .            !
 1984.3!                      + *             !!            . . 0            !
 1984.4!                       +*             !!            . .0.            !
 1985.1!                       +              !!            . 0 .            !
 1985.2!                       +              !!            . 0 .            !
 1985.3!                     *+               !!            .0. .            !
 1985.4!                      +*              !!            . .0.            !
 1986.1!                     * +              !!            .0. .            !
 1986.2!                    * +               !!            .0. .            !
 1986.3!                   * +                !!            0 . .            !
 1986.4!                     + *              !!            . . 0            !
 1987.1!                      + *             !!            . .0.            !
 1987.2!                      +               !!            . 0 .            !
 1987.3!                    *+                !!            .0. .            !
 1987.4!                   * +                !!            .0. .            !
 1988.1!                    +                 !!            . 0 .            !
 1988.2!                    +*                !!            . .0.            !
 1988.3!                    *+                !!            .0. .            !
 1988.4!                  * +                 !!            .0. .            !
 1989.1!                    +  *              !!            . . .0           !
 1989.2!                     +     *          !!            . . . 0          !
 1989.3!                *     +               !!         0  . . .            !
 1989.4!                  *+                  !!            .0. .            !
 1990.1!                   + *                !!            . .0.            !
 1990.2!                     + *              !!            . .0.            !
 1990.3!                  *  +                !!            0 . .            !
 1990.4!                    + *               !!            . . 0            !
 1991.1!          *   +                       !!          0 . . .            !
 1991.2+ *                                    !!            . . 0            !
 1991.3!         *  +                         !!           0. . .            !
 1991.4!                +                     !!            . 0 .            !
 1992.1!                  *+                  !!            . 0 .            !
 1992.2!                   *+                 !!            .0. .            !
 1992.3!                *   +                 !!            0 . .            !
 1992.4!                 * +                  !!            .0. .            !
 1993.1!                   *+                 !!            .0. .            !
 1993.2!                 *  +                 !!           0. . .            !
 1993.3!                 *  +                 !!            0 . .            !
 1993.4!                  * +                 !!            0 . .            !
 1994.1!                 *  +                 !!            0 . .            !
 1994.2!                   +                  !!            . 0 .            !
 1994.3!                    +                 !!            . 0 .            !
 1994.4!                   *+                 !!            .0. .            !
 1995.1!                    +                 !!            . 0 .            !
 1995.2!                   *+                 !!            .0. .            !
 1995.3!                    +                 !!            . 0 .            !
 1995.4!                    +                 !!            . 0 .            !
 1996.1!                   *+                 !!            .0. .            !
 1996.2!                    +*                !!            . .0.            !
 1996.3!                  *  +                !!            0 . .            !
 1996.4!                    +                 !!            . 0 .            !
 1997.1!                     +                !!            . 0 .            !
 1997.2!                     +                !!            . 0 .            !
 1997.3!                     +                !!            . 0 .            !
 1997.4!                     +*               !!            . .0.            !
 1998.1!                    *+                !!            .0. .            !
 1998.2!                  * +                 !!            0 . .            !
 1998.3!                  * +                 !!            .0. .            !
 1998.4!                   + *                !!            . .0.            !
 1999.1!                     +*               !!            . .0.            !
 1999.2!                     +  *             !!            . . .0           !
 1999.3!                      + *             !!            . .0.            !
 1999.4!                      +    *          !!            . . . 0          !
 2000.1!                       +*             !!            . .0.            !
 2000.2!                      +  *            !!            . . 0            !
 2000.3!                      + *             !!            . .0.            !
 2000.4!                      +   *           !!            . . .0           !
 2001.1!                       + *            !!            . . 0            !
 2001.2!                       +*             !!            . .0.            !
 2001.3!                      + *             !!            . .0.            !
 2001.4!                      +  *            !!            . . 0            !
 2002.1!                      +*              !!            . .0.            !
 2002.2!                      + *             !!            . . 0            !
 2002.3!                      +  *            !!            . . 0            !
 2002.4!                       +*             !!            . .0.            !
 2003.1!                      +*              !!            . .0.            !
 2003.2!                     *+               !!            .0. .            !
 2003.3!                     +  *             !!            . . 0            !
 2003.4!                      +*              !!            . .0.            !
 2004.1!                      +  *            !!            . . .0           !
 2004.2!                     *+               !!            .0. .            !
 2004.3!                     +*               !!            . 0 .            !
 2004.4!                     +                !!            . 0 .            !
 2005.1!                    *+                !!            .0. .            !
 2005.2!                    *+                !!            . 0 .            !
 2005.3!                     +                !!            . 0 .            !
 2005.4!                     +                !!            .0. .            !
 2006.1!                    *+                !!            .0. .            !
 2006.2!                     +                !!            . 0 .            !
 2006.3!                     +                !!            . 0 .            !
 2006.4!                     +                !!            . 0 .            !
 2007.1!                     +  *             !!            . . 0            !
 2007.2!                     *+               !!            . 0 .            !
 2007.3!                     +                !!            . 0 .            !
 2007.4!                 *   +                !!           0. . .            !
 2008.1!                   *+                 !!            .0. .            !
 2008.2!                   *+                 !!            .0. .            !
 2008.3!                   *+                 !!            .0. .            !
 2008.4!                     +  *             !!            . . .0           !
 2009.1!                   *  +               !!            0 . .            !
 2009.2!                    +                 !!            . 0 .            !
 2009.3!                     +                !!            . 0 .            !
 2009.4!                   * +                !!            .0. .            !
 2010.1!                  * +                 !!            0 . .            !
 2010.2!                   *+                 !!            .0. .            !
 2010.3!                     +                !!            . 0 .            !
 2010.4!                  *  +                !!           0. . .            !
 2011.1!                    +*                !!            . .0.            !
 2011.2!                     +                !!            . 0 .            !
 2011.3!                     +   *            !!            . . .0           !
 2011.4!                    * +               !!            0 . .            !
 2012.1!                    *+                !!            . 0 .            !
 2012.2!                     +                !!            . 0 .            !
 2012.3!                     + *              !!            . .0.            !
 2012.4!                      +               !!            . 0 .            !


     22.09 percent of the residuals exceed 1 SE
      5.52 percent of the residuals exceed 2 SE
@@EQ 3158 LAANZKU C LANZKU(-1) PNZKU;SMPL 1991.4 2012.4;OLS;EST 3158 PLOT=0;EN
@@EQ 3159 LAASAKU C LASAKU(-1) PSAKU;SMPL 1966.3 2012.4;OLS;EST 3159 PLOT=0;EN
@@EQ 3160 LAAVEKU C LAVEKU(-1) PVEKU;SMPL 2001.3 2012.4;OLS;EST 3160 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCOKU=COPX$Q/KUPMM;                                                     
 GENR LAACOKU=LOG(AACOKU+.00001);                                             
 GENR LACOKU=LOG(ACOKU+.00001);                                               
 LHS AACOKU=EXP(LAACOKU)-.00001;                                              
  EQ 3161 LAACOKU C LACOKU(-1) PCOKU;                                         
EQUATION 1634  LAACOKU  
   RHS     C  LACOKU(-1)  PCOKU  
 SMPL 1983.4 2012.4;                                                          
Sample period is now  1983.4 to  2012.4 Internally:   128 to   244
 OLS;EST 1634 PLOT=0;END;                                                     

Equation number = 1634
**********************

Dependent variable = LAACOKU 

 1983.4 -   2012.4,    0 missing obs.,  117 obs. used.

Mean of dependent variable       -9.647094328

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.227965186       0.545681678  -4.08290     1.000000
15311 LACOKU  ( -1)       0.734860714       0.056725650  12.95465    -9.644909
15309 PCOKU   (  0)      -0.238409281       0.056280027  -4.23613     1.390318

SE of equation            =     0.299900109
Sum of squared residuals  =  10.2531686       0.840287839E-10
Average absolute error    =     0.195426576
Sum of ABS residuals      =  22.8649094    
R squared                 =   0.63525
Durbin-Watson statistic   =   2.15355
SMPL and No. Obs.         = 1983.4   2012.4    117

Plot of actual(*) and fitted(+) values and residuals(0)


 1983.4!                +                     !!           .  .0 .           !
 1984.1! *            +                       !!    0      .  .  .           !
 1984.2! * +                                  !!           . 0.  .           !
 1984.3!  *+                                  !!           . 0.  .           !
 1984.4!  *+                                  !!           . 0.  .           !
 1985.1!   +      *                           !!           .  .  . 0         !
 1985.2!          + *                         !!           .  . 0.           !
 1985.3!            +                         !!           .  0  .           !
 1985.4!           + *                        !!           .  .0 .           !
 1986.1!  *        +                          !!        0  .  .  .           !
 1986.2!  *+                                  !!           . 0.  .           !
 1986.3!    + *                               !!           .  . 0.           !
 1986.4!      *+                              !!           . 0.  .           !
 1987.1!   *    +                             !!          0.  .  .           !
 1987.2!    * +                               !!           . 0.  .           !
 1987.3!      +                               !!           .  0  .           !
 1987.4!   *    +                             !!          0.  .  .           !
 1988.1!     *+                               !!           . 0.  .           !
 1988.2!     * +                              !!           . 0.  .           !
 1988.3*       +                              !!        0  .  .  .           !
 1988.4!  +     *                             !!           .  .  .0          !
 1989.1!      *  +                            !!           .0 .  .           !
 1989.2!      *+                              !!           . 0.  .           !
 1989.3!         +                            !!           .  0  .           !
 1989.4!         * +                          !!           .0 .  .           !
 1990.1!        *  +                          !!           .0 .  .           !
 1990.2!        *  +                          !!           .0 .  .           !
 1990.3!           +       *                  !!           .  .  .  0        !
 1990.4!                  +                   *!           .  .  .           0
 1991.1!                *          +          !!      0    .  .  .           !
 1991.2!  +        *                          !!           .  .  .   0       !
 1991.3!     *    +                           !!          0.  .  .           !
 1991.4!   *    +                             !!          0.  .  .           !
 1992.1!       +      *                       !!           .  .  . 0         !
 1992.2!                +*                    !!           .  .0 .           !
 1992.3!                 +                    !!           .  0  .           !
 1992.4!              *   +                   !!           .0 .  .           !
 1993.1!               +  *                   !!           .  . 0.           !
 1993.2!                 *+                   !!           . 0.  .           !
 1993.3!                 +*                   !!           .  0  .           !
 1993.4!                * +                   !!           . 0.  .           !
 1994.1!               * +                    !!           .0 .  .           !
 1994.2!              *+                      !!           .  0  .           !
 1994.3!            *+                        !!           .  0  .           !
 1994.4!          * +                         !!           .0 .  .           !
 1995.1!           +  *                       !!           .  . 0.           !
 1995.2!             +                        !!           .  0  .           !
 1995.3!             + *                      !!           .  .0 .           !
 1995.4!               +                      !!           .  0  .           !
 1996.1!          *    +                      !!          0.  .  .           !
 1996.2!          *+                          !!           . 0.  .           !
 1996.3!         * +                          !!           . 0.  .           !
 1996.4!         * +                          !!           .0 .  .           !
 1997.1!       *  +                           !!           .0 .  .           !
 1997.2!         +                            !!           .  0  .           !
 1997.3!         *+                           !!           . 0.  .           !
 1997.4!        * +                           !!           . 0.  .           !
 1998.1!        *+                            !!           . 0.  .           !
 1998.2!         +*                           !!           .  .0 .           !
 1998.3!           +                          !!           .  0  .           !
 1998.4!         * +                          !!           .0 .  .           !
 1999.1!           +  *                       !!           .  . 0.           !
 1999.2!             +  *                     !!           .  . 0.           !
 1999.3!               +  *                   !!           .  . 0.           !
 1999.4!                 +*                   !!           .  .0 .           !
 2000.1!                *+                    !!           . 0.  .           !
 2000.2!               + *                    !!           .  .0 .           !
 2000.3!                +*                    !!           .  .0 .           !
 2000.4!                *+                    !!           .  0  .           !
 2001.1!                +     *               !!           .  .  .0          !
 2001.2!                    + *               !!           .  . 0.           !
 2001.3!                    +  *              !!           .  . 0.           !
 2001.4!                    *+                !!           . 0.  .           !
 2002.1!              *    +                  !!           0  .  .           !
 2002.2!              + *                     !!           .  .0 .           !
 2002.3!               *+                     !!           . 0.  .           !
 2002.4!              * +                     !!           . 0.  .           !
 2003.1!               +                      !!           .  0  .           !
 2003.2!              * +                     !!           . 0.  .           !
 2003.3!               +                      !!           .  0  .           !
 2003.4!              * +                     !!           .0 .  .           !
 2004.1!               +            *         !!           .  .  .      0    !
 2004.2!                         +   *        !!           .  .  0           !
 2004.3!                          +    *      !!           .  .  .0          !
 2004.4!                           +  *       !!           .  . 0.           !
 2005.1!                    *      +          !!         0 .  .  .           !
 2005.2!                   + *                !!           .  .0 .           !
 2005.3!                    +                 !!           .  0  .           !
 2005.4!                   + *                !!           .  .0 .           !
 2006.1!                *  +                  !!           .0 .  .           !
 2006.2!                +*                    !!           .  .0 .           !
 2006.3!                 +                    !!           .  0  .           !
 2006.4!                *+                    !!           . 0.  .           !
 2007.1!                +                     !!           .  0  .           !
 2007.2!                + *                   !!           .  . 0.           !
 2007.3!                 +*                   !!           .  0  .           !
 2007.4!                 +*                   !!           .  0  .           !
 2008.1!            *    +                    !!          0.  .  .           !
 2008.2!             +*                       !!           .  .0 .           !
 2008.3!            * +                       !!           .0 .  .           !
 2008.4!          * +                         !!           .0 .  .           !
 2009.1!            +    *                    !!           .  .  .0          !
 2009.2!                +*                    !!           .  .0 .           !
 2009.3!                +                     !!           .  0  .           !
 2009.4!               +                      !!           .  0  .           !
 2010.1!              +                       !!           .  0  .           !
 2010.2!             +*                       !!           .  0  .           !
 2010.3!            * +                       !!           . 0.  .           !
 2010.4!             +*                       !!           .  .0 .           !
 2011.1!              +     *                 !!           .  .  .0          !
 2011.2!                  +   *               !!           .  . 0.           !
 2011.3!                   +  *               !!           .  . 0.           !
 2011.4!                    +*                !!           .  .0 .           !
 2012.1!                *  +                  !!           .0 .  .           !
 2012.2!              *+                      !!           .  0  .           !
 2012.3!              +                       !!           .  0  .           !
 2012.4!              +*                      !!           .  .0 .           !


     19.66 percent of the residuals exceed 1 SE
      5.13 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJOKU=JOPX$Q/KUPMM;                                                     
 GENR LAAJOKU=LOG(AAJOKU+.00001);                                             
 GENR LAJOKU=LOG(AJOKU+.00001);                                               
 LHS AAJOKU=EXP(LAAJOKU)-.00001;                                              
  EQ 3162 LAAJOKU C LAJOKU(-1) PJOKU;                                         
EQUATION 1635  LAAJOKU  
   RHS     C  LAJOKU(-1)  PJOKU  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1635 PLOT=0;END;                                                     

Equation number = 1635
**********************

Dependent variable = LAAJOKU 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -6.079632140

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.355930037       0.283134345  -1.25711     1.000000
15314 LAJOKU  ( -1)       0.896223284       0.038647675  23.18958    -6.078715
15312 PJOKU   (  0)      -0.217787454       0.133959107  -1.62578     1.266448

SE of equation            =     0.672702813
Sum of squared residuals  =  55.6610761       0.123279165E-11
Average absolute error    =     0.383653537
Sum of ABS residuals      =  48.3403456    
R squared                 =   0.81782
Durbin-Watson statistic   =   2.24518
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                           *+         !!            . 0 .            !
 1981.4!                           *+         !!            . 0 .            !
 1982.1!                           +          !!            . 0 .            !
 1982.2!                           +          !!            . 0 .            !
 1982.3!                         * +          !!            .0. .            !
 1982.4!                          +*          !!            . .0.            !
 1983.1!                           +          !!            . 0 .            !
 1983.2!                           +  *       !!            . . 0            !
 1983.3!                           *  +       !!            0 . .            !
 1983.4!                           + *        !!            . . 0            !
 1984.1!                             + *      !!            . . 0            !
 1984.2!                             * +      !!            0 . .            !
 1984.3!                          *  +        !!            0 . .            !
 1984.4!                          + *         !!            . . 0            !
 1985.1!                            +         !!            . 0 .            !
 1985.2!                            +*        !!            . .0.            !
 1985.3!                         *   +        !!           0. . .            !
 1985.4!                         + *          !!            . .0.            !
 1986.1!                           +  *       !!            . . 0            !
 1986.2!                              +       !!            . 0 .            !
 1986.3!                            *+        !!            .0. .            !
 1986.4!                            +  *      !!            . . 0            !
 1987.1!                              +       !!            . 0 .            !
 1987.2!                              + *     !!            . . 0            !
 1987.3!                              * +     !!            .0. .            !
 1987.4!                              +       !!            . 0 .            !
 1988.1!                              +*      !!            . .0.            !
 1988.2!                              *+      !!            . 0 .            !
 1988.3!                             *+       !!            .0. .            !
 1988.4!                             +        !!            . 0 .            !
 1989.1!                             +*       !!            . .0.            !
 1989.2!                              +       !!            . 0 .            !
 1989.3!                              +       !!            . 0 .            !
 1989.4!                              +       !!            . 0 .            !
 1990.1!                             *+       !!            .0. .            !
 1990.2!                            *+        !!            . 0 .            !
 1990.3!                            +  *      !!            . . 0            !
 1990.4!                              +       *!            . . .  0         !
 1991.1!              *                     + !0            . . .            !
 1991.2!            +*                        !!            . .0.            !
 1991.3!           *  +                       !!            0 . .            !
 1991.4!           * +                        !!            .0. .            !
 1992.1!       *     +                        !!          0 . . .            !
 1992.2!         *+                           !!            .0. .            !
 1992.3!        *  +                          !!            0 . .            !
 1992.4!        * +                           !!            .0. .            !
 1993.1*          +                           !!      0     . . .            !
 1993.2*  +                                   !!            0 . .            !
 1993.3*  +                                   !!            0 . .            !
 1993.4*  +                                   !!            0 . .            !
 1994.1!  +           *                       !!            . . .      0     !
 1994.2!               +                      !!            . 0 .            !
 1994.3!                +                     !!            . 0 .            !
 1994.4!               *+                     !!            .0. .            !
 1995.1!            *   +                     !!           0. . .            !
 1995.2!            *+                        !!            .0. .            !
 1995.3!             +                        !!            . 0 .            !
 1995.4!             *+                       !!            .0. .            !
 1996.1!              +           *           !!            . . .      0     !
 1996.2!                          +           !!            . 0 .            !
 1996.3!                          +*          !!            . .0.            !
 1996.4!                          *+          !!            . 0 .            !
 1997.1!                          +   *       !!            . . .0           !
 1997.2!                             + *      !!            . .0.            !
 1997.3!                              +*      !!            . .0.            !
 1997.4!                               +      !!            . 0 .            !
 1998.1!                            * +       !!            .0. .            !
 1998.2!                            +*        !!            . .0.            !
 1998.3!                            +*        !!            . .0.            !
 1998.4!                             +        !!            . 0 .            !
 1999.1!                            *+        !!            .0. .            !
 1999.2!                           + *        !!            . .0.            !
 1999.3!                            +*        !!            . .0.            !
 1999.4!                             +        !!            . 0 .            !
 2000.1!                            *+        !!            .0. .            !
 2000.2!                            + *       !!            . .0.            !
 2000.3!                             +*       !!            . 0 .            !
 2000.4!                             +        !!            .0. .            !
 2001.1!                            +*        !!            . .0.            !
 2001.2!                             +*       !!            . .0.            !
 2001.3!                             +*       !!            . .0.            !
 2001.4!                             *+       !!            . 0 .            !
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 2002.2!                            +*        !!            . .0.            !
 2002.3!                             +*       !!            . 0 .            !
 2002.4!                             +        !!            . 0 .            !
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 2003.2!                            +         !!            . 0 .            !
 2003.3!                            + *       !!            . . 0            !
 2003.4!                             *+       !!            .0. .            !
 2004.1!                            *+        !!            .0. .            !
 2004.2!                            +  *      !!            . . 0            !
 2004.3!                             * +      !!            .0. .            !
 2004.4!                             +*       !!            . .0.            !
 2005.1!                            * +       !!            .0. .            !
 2005.2!                            +   *     !!            . . 0            !
 2005.3!                               +      !!            . 0 .            !
 2005.4!                            *  +      !!            0 . .            !
 2006.1!                            +         !!            . 0 .            !
 2006.2!                            +*        !!            . .0.            !
 2006.3!                             +   *    !!            . . .0           !
 2006.4!                               * +    !!            .0. .            !
 2007.1!                           *  +       !!            0 . .            !
 2007.2!                           +*         !!            . .0.            !
 2007.3!                            +         !!            . 0 .            !
 2007.4!                           *+         !!            . 0 .            !
 2008.1!                           +*         !!            . 0 .            !
 2008.2!                           +          !!            . 0 .            !
 2008.3!                         *+           !!            .0. .            !
 2008.4!                        +*            !!            . .0.            !
 2009.1!                        +             !!            . 0 .            !
 2009.2!                        +  *          !!            . . 0            !
 2009.3!                          +*          !!            . .0.            !
 2009.4!                           +          !!            . 0 .            !
 2010.1!                         * +          !!            .0. .            !
 2010.2!                         +  *         !!            . . 0            !
 2010.3!                           *+         !!            . 0 .            !
 2010.4!                           + *        !!            . .0.            !
 2011.1!                            + *       !!            . .0.            !
 2011.2!                             + *      !!            . . 0            !
 2011.3!                             *+       !!            .0. .            !
 2011.4!                            +         !!            . 0 .            !
 2012.1!                          *+          !!            .0. .            !
 2012.2!                         + *          !!            . .0.            !
 2012.3!                          +  *        !!            . . 0            !
 2012.4!                           *+         !!            .0. .            !


     10.32 percent of the residuals exceed 1 SE
      3.97 percent of the residuals exceed 2 SE
@EQ  3163 LAASYKU C LASYKU(-1) PSYKU;SMPL 1988.3 2012.4;OLS;EST 3163 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDKU=IDPX$Q/KUPMM;                                                     
 GENR LAAIDKU=LOG(AAIDKU+.00001);                                             
 GENR LAIDKU=LOG(AIDKU+.00001);                                               
 LHS AAIDKU=EXP(LAAIDKU)-.00001;                                              
  EQ 3164 LAAIDKU C LAIDKU(-1) PIDKU;                                         
EQUATION 1636  LAAIDKU  
   RHS     C  LAIDKU(-1)  PIDKU  
 SMPL 1969.4 2012.4;                                                          
Sample period is now  1969.4 to  2012.4 Internally:    72 to   244
 OLS;EST 1636 PLOT=0;END;                                                     

Equation number = 1636
**********************

Dependent variable = LAAIDKU 

 1969.4 -   2012.4,    0 missing obs.,  173 obs. used.

Mean of dependent variable       -3.772582911

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.982660548       0.191533941  -5.13048     1.000000
15317 LAIDKU  ( -1)       0.722111111       0.048552865  14.87268    -3.785104
15315 PIDKU   (  0)      -0.045201331       0.053369182  -0.84696     1.253431

SE of equation            =     0.319726262
Sum of squared residuals  =  17.3782300      -0.154631863E-11
Average absolute error    =     0.220550580
Sum of ABS residuals      =  38.1552503    
R squared                 =   0.57055
Durbin-Watson statistic   =   2.47936
SMPL and No. Obs.         = 1969.4   2012.4    173

Plot of actual(*) and fitted(+) values and residuals(0)


 1969.4!  + *                                 !!           .  . 0.           !
 1970.1!        +*                            !!           .  .0 .           !
 1970.2!       *   +                          !!           0  .  .           !
 1970.3! *        +                           !!       0   .  .  .           !
 1970.4!      +          *                    !!           .  .  .    0      !
 1971.1!       *         +                    !!       0   .  .  .           !
 1971.2!          +    *                      !!           .  .  .0          !
 1971.3!            *   +                     !!           0  .  .           !
 1971.4!          *   +                       !!           0  .  .           !
 1972.1!            +          *              !!           .  .  .    0      !
 1972.2!                     *+               !!           . 0.  .           !
 1972.3!                    *+                !!           . 0.  .           !
 1972.4!                    +     *           !!           .  .  . 0         !
 1973.1!                *       +             !!        0  .  .  .           !
 1973.2!                *+                    !!           .  0  .           !
 1973.3!                 +*                   !!           .  .0 .           !
 1973.4!                  +     *             !!           .  .  .0          !
 1974.1!                      +  *            !!           .  . 0.           !
 1974.2!                     * +              !!           . 0.  .           !
 1974.3!                    *+                !!           .  0  .           !
 1974.4!                    +  *              !!           .  . 0.           !
 1975.1!                    * +               !!           .0 .  .           !
 1975.2!           *       +                  !!        0  .  .  .           !
 1975.3!           * +                        !!           . 0.  .           !
 1975.4!             +     *                  !!           .  .  .0          !
 1976.1!                   +    *             !!           .  .  .0          !
 1976.2!                       +              !!           .  0  .           !
 1976.3!                      + *             !!           .  . 0.           !
 1976.4!                     * +              !!           . 0.  .           !
 1977.1!                     +  *             !!           .  . 0.           !
 1977.2!                    *  +              !!           .0 .  .           !
 1977.3!                    +                 !!           .  0  .           !
 1977.4!                    +   *             !!           .  .  0           !
 1978.1!                   *   +              !!           .0 .  .           !
 1978.2!                   +*                 !!           .  .0 .           !
 1978.3!                    +                 !!           .  0  .           !
 1978.4!                    + *               !!           .  . 0.           !
 1979.1!                    * +               !!           . 0.  .           !
 1979.2!                    +    *            !!           .  .  .0          !
 1979.3!                    *  +              !!           .0 .  .           !
 1979.4!                    +                 !!           .  0  .           !
 1980.1!                    +                 !!           .  0  .           !
 1980.2!                   *+                 !!           . 0.  .           !
 1980.3!                  *+                  !!           . 0.  .           !
 1980.4!                * +                   !!           .0 .  .           !
 1981.1!              *  +                    !!           .0 .  .           !
 1981.2!                +  *                  !!           .  . 0.           !
 1981.3!            *      +                  !!         0 .  .  .           !
 1981.4!            * +                       !!           . 0.  .           !
 1982.1!              +                       !!           .  0  .           !
 1982.2!              * +                     !!           . 0.  .           !
 1982.3!             * +                      !!           .0 .  .           !
 1982.4!            *  +                      !!           .0 .  .           !
 1983.1!              +                       !!           .  0  .           !
 1983.2!              * +                     !!           . 0.  .           !
 1983.3!              * +                     !!           . 0.  .           !
 1983.4!            *  +                      !!           .0 .  .           !
 1984.1!           *  +                       !!           .0 .  .           !
 1984.2!        *    +                        !!          0.  .  .           !
 1984.3!           +                          !!           .  0  .           !
 1984.4!           * +                        !!           . 0.  .           !
 1985.1!             + *                      !!           .  .0 .           !
 1985.2!             *  +                     !!           .0 .  .           !
 1985.3!            * +                       !!           .0 .  .           !
 1985.4!             *+                       !!           . 0.  .           !
 1986.1!          *    +                      !!           0  .  .           !
 1986.2!          *  +                        !!           .0 .  .           !
 1986.3!             +*                       !!           .  .0 .           !
 1986.4!             * +                      !!           .0 .  .           !
 1987.1!               +                      !!           .  0  .           !
 1987.2!                +                     !!           .  0  .           !
 1987.3!                *+                    !!           .  0  .           !
 1987.4!             *   +                    !!           0  .  .           !
 1988.1!             * +                      !!           . 0.  .           !
 1988.2!             * +                      !!           .0 .  .           !
 1988.3!             *+                       !!           . 0.  .           !
 1988.4!            * +                       !!           .0 .  .           !
 1989.1!              +          *            !!           .  .  .    0      !
 1989.2!                   *   +              !!           0  .  .           !
 1989.3!              *    +                  !!           0  .  .           !
 1989.4!            *   +                     !!           0  .  .           !
 1990.1!              +  *                    !!           .  . 0.           !
 1990.2!               * +                    !!           . 0.  .           !
 1990.3!                +   *                 !!           .  .  0           !
 1990.4*                    +                 !0           .  .  .           !
 1991.1!   +             *                    !!           .  .  .      0    !
 1991.2!           *  +                       !!           0  .  .           !
 1991.3!       *     +                        !!          0.  .  .           !
 1991.4!   *      +                           !!         0 .  .  .           !
 1992.1!        +    *                        !!           .  .  .0          !
 1992.2!              +  *                    !!           .  . 0.           !
 1992.3!                  +*                  !!           .  .0 .           !
 1992.4!              *    +                  !!           0  .  .           !
 1993.1!           *   +                      !!           0  .  .           !
 1993.2!           * +                        !!           .0 .  .           !
 1993.3!             +                        !!           .  0  .           !
 1993.4!             * +                      !!           . 0.  .           !
 1994.1!            *  +                      !!           .0 .  .           !
 1994.2!              +  *                    !!           .  .  0           !
 1994.3!                  +                   !!           .  0  .           !
 1994.4!              *    +                  !!           0  .  .           !
 1995.1!                +                     !!           .  0  .           !
 1995.2!              *  +                    !!           .0 .  .           !
 1995.3!               + *                    !!           .  .0 .           !
 1995.4!               *  +                   !!           .0 .  .           !
 1996.1!                 +*                   !!           .  .0 .           !
 1996.2!                 * +                  !!           . 0.  .           !
 1996.3!                  +*                  !!           .  .0 .           !
 1996.4!              *    +                  !!           0  .  .           !
 1997.1!               + *                    !!           .  .0 .           !
 1997.2!                 +*                   !!           .  0  .           !
 1997.3!                * +                   !!           . 0.  .           !
 1997.4!                *+                    !!           . 0.  .           !
 1998.1!                 +                    !!           .  0  .           !
 1998.2!                *+                    !!           . 0.  .           !
 1998.3!                + *                   !!           .  .0 .           !
 1998.4!               *  +                   !!           .0 .  .           !
 1999.1!                + *                   !!           .  .0 .           !
 1999.2!                  +                   !!           .  0  .           !
 1999.3!                  +  *                !!           .  . 0.           !
 1999.4!                    +*                !!           .  0  .           !
 2000.1!                    +*                !!           .  .0 .           !
 2000.2!                     +*               !!           .  .0 .           !
 2000.3!                     + *              !!           .  .0 .           !
 2000.4!                      +               !!           .  0  .           !
 2001.1!                     +  *             !!           .  . 0.           !
 2001.2!                      +               !!           .  0  .           !
 2001.3!                     + *              !!           .  .0 .           !
 2001.4!                    * +               !!           . 0.  .           !
 2002.1!                   +   *              !!           .  .  0           !
 2002.2!                      + *             !!           .  .0 .           !
 2002.3!                       +*             !!           .  .0 .           !
 2002.4!                      *+              !!           . 0.  .           !
 2003.1!                     +   *            !!           .  .  0           !
 2003.2!                     *  +             !!           .0 .  .           !
 2003.3!                     + *              !!           .  .0 .           !
 2003.4!                      +               !!           .  0  .           !
 2004.1!                     +   *            !!           .  .  0           !
 2004.2!                       *+             !!           .  0  .           !
 2004.3!                      +  *            !!           .  . 0.           !
 2004.4!                       +*             !!           .  .0 .           !
 2005.1!                       +    *         !!           .  .  .0          !
 2005.2!                        * +           !!           . 0.  .           !
 2005.3!                      + *             !!           .  .0 .           !
 2005.4!                      + *             !!           .  .0 .           !
 2006.1!                       +   *          !!           .  .  0           !
 2006.2!                        +*            !!           .  .0 .           !
 2006.3!                       + *            !!           .  .0 .           !
 2006.4!                       *+             !!           .  0  .           !
 2007.1!                      + *             !!           .  .0 .           !
 2007.2!                      +*              !!           .  .0 .           !
 2007.3!                      +*              !!           .  .0 .           !
 2007.4!                      +*              !!           .  0  .           !
 2008.1!                      +*              !!           .  .0 .           !
 2008.2!                      +  *            !!           .  . 0.           !
 2008.3!                       +*             !!           .  .0 .           !
 2008.4!                       +              !!           .  0  .           !
 2009.1!                      +  *            !!           .  . 0.           !
 2009.2!                        +   *         !!           .  .  0           !
 2009.3!                          +*          !!           .  .0 .           !
 2009.4!                       *+             !!           . 0.  .           !
 2010.1!                      +   *           !!           .  .  0           !
 2010.2!                        +             !!           .  0  .           !
 2010.3!                      +               *!           .  .  .       0   !
 2010.4!                                 +  * !!           .  . 0.           !
 2011.1!                               +  *   !!           .  . 0.           !
 2011.2!                            * +       !!           . 0.  .           !
 2011.3!                        *+            !!           . 0.  .           !
 2011.4!                       +  *           !!           .  . 0.           !
 2012.1!                        +*            !!           .  .0 .           !
 2012.2!                       +              !!           .  0  .           !
 2012.3!                      +     *         !!           .  .  .0          !
 2012.4!                       * +            !!           .0 .  .           !


     21.39 percent of the residuals exceed 1 SE
      5.78 percent of the residuals exceed 2 SE
@@EQ 3165 LAAMAKU C LAMAKU(-1) PMAKU;SMPL 1991.4 2012.4;OLS;EST 3165 PLOT=0;EN
@EQ  3166 LAAPAKU C LAPAKU(-1) PPAKU;SMPL 1972.3 2012.4;OLS;EST 3166 PLOT=0;EN
@@EQ 3167 LAAPHKU C LAPHKU(-1) PPHKU;SMPL 1991.4 2012.4;OLS;EST 3167 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTHKU=THPX$Q/KUPMM;                                                     
 GENR LAATHKU=LOG(AATHKU+.00001);                                             
 GENR LATHKU=LOG(ATHKU+.00001);                                               
 LHS AATHKU=EXP(LAATHKU)-.00001;                                              
  EQ 3168 LAATHKU C LATHKU(-1) PTHKU;                                         
EQUATION 1637  LAATHKU  
   RHS     C  LATHKU(-1)  PTHKU  
 SMPL 1976.1 2012.4;                                                          
Sample period is now  1976.1 to  2012.4 Internally:    97 to   244
 OLS;EST 1637 PLOT=0;END;                                                     

Equation number = 1637
**********************

Dependent variable = LAATHKU 

 1976.1 -   2012.4,    0 missing obs.,  148 obs. used.

Mean of dependent variable       -4.768351645

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.387262840       0.308770865  -4.49286     1.000000
15320 LATHKU  ( -1)       0.674941878       0.060181419  11.21512    -4.778864
15318 PTHKU   (  0)      -0.125095333       0.094510767  -1.32361     1.244118

SE of equation            =     0.464432405
Sum of squared residuals  =  31.2761316       0.132338585E-11
Average absolute error    =     0.296199180
Sum of ABS residuals      =  43.8374786    
R squared                 =   0.47060
Durbin-Watson statistic   =   2.52339
SMPL and No. Obs.         = 1976.1   2012.4    148

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.1!                *   +                 !!            0 . .            !
 1976.2!              *    +                  !!           0. . .            !
 1976.3!            *     +                   !!           0. . .            !
 1976.4!          *      +                    !!           0. . .            !
 1977.1!               *+                     !!            . 0 .            !
 1977.2!          *        +                  !!          0 . . .            !
 1977.3!           *   +                      !!            0 . .            !
 1977.4!                +                     !!            . 0 .            !
 1978.1!           *       +                  !!          0 . . .            !
 1978.2!              * +                     !!            .0. .            !
 1978.3!          *       +                   !!          0 . . .            !
 1978.4!               +  *                   !!            . .0.            !
 1979.1!                *    +                !!            0 . .            !
 1979.2!             *     +                  !!           0. . .            !
 1979.3!             *    +                   !!            0 . .            !
 1979.4!                 +                    !!            . 0 .            !
 1980.1!                    +*                !!            . 0 .            !
 1980.2!                    *  +              !!            .0. .            !
 1980.3!                    * +               !!            .0. .            !
 1980.4!                   *  +               !!            0 . .            !
 1981.1!                     +       *        !!            . . . 0          !
 1981.2!                          * +         !!            .0. .            !
 1981.3!                          +  *        !!            . .0.            !
 1981.4!                           *+         !!            .0. .            !
 1982.1!                           +  *       !!            . . 0            !
 1982.2!                        *    +        !!            0 . .            !
 1982.3!                    *    +            !!            0 . .            !
 1982.4!                  *    +              !!            0 . .            !
 1983.1!                   * +                !!            .0. .            !
 1983.2!                      +     *         !!            . . .0           !
 1983.3!                          * +         !!            .0. .            !
 1983.4!                         *+           !!            . 0 .            !
 1984.1!                         +            !!            . 0 .            !
 1984.2!                     *   +            !!            0 . .            !
 1984.3!                       + *            !!            . .0.            !
 1984.4!                         +  *         !!            . .0.            !
 1985.1!                           +  *       !!            . .0.            !
 1985.2!                            *+        !!            .0. .            !
 1985.3!                            + *       !!            . .0.            !
 1985.4!                            *+        !!            . 0 .            !
 1986.1!                            +*        !!            . 0 .            !
 1986.2!                           *+         !!            . 0 .            !
 1986.3!                           +          !!            . 0 .            !
 1986.4!                           +          !!            . 0 .            !
 1987.1!                           +    *     !!            . . .0           !
 1987.2!                              + *     !!            . .0.            !
 1987.3!                             *+       !!            .0. .            !
 1987.4!                         *  +         !!            .0. .            !
 1988.1!                          +    *      !!            . . .0           !
 1988.2!                             +*       !!            . 0 .            !
 1988.3!                            *+        !!            . 0 .            !
 1988.4!                           +  *       !!            . .0.            !
 1989.1!                            +       * !!            . . . 0          !
 1989.2!                                +*    !!            . 0 .            !
 1989.3!                             *+       !!            .0. .            !
 1989.4!                            +    *    !!            . . .0           !
 1990.1!                               +      *!            . . . 0          !
 1990.2!                                  +*  !!            . .0.            !
 1990.3!                               * +    !!            .0. .            !
 1990.4*                              +       !0            . . .            !
 1991.1!      +                   *           !!            . . .       0    !
 1991.2!         *           +                !!        0   . . .            !
 1991.3!              +         *             !!            . . .  0         !
 1991.4!                       * +            !!            .0. .            !
 1992.1!                        +  *          !!            . . 0            !
 1992.2!                           +          !!            . 0 .            !
 1992.3!                          *+          !!            . 0 .            !
 1992.4!                        * +           !!            .0. .            !
 1993.1!                         +   *        !!            . . 0            !
 1993.2!                          * +         !!            .0. .            !
 1993.3!                          + *         !!            . .0.            !
 1993.4!                          *+          !!            .0. .            !
 1994.1!                  *       +           !!          0 . . .            !
 1994.2!                     +        *       !!            . . .  0         !
 1994.3!                             + *      !!            . .0.            !
 1994.4!                             +        !!            . 0 .            !
 1995.1!                            +     *   !!            . . .0           !
 1995.2!                            *  +      !!            .0. .            !
 1995.3!                            + *       !!            . .0.            !
 1995.4!                            +*        !!            . 0 .            !
 1996.1!                            +*        !!            . .0.            !
 1996.2!                          * +         !!            .0. .            !
 1996.3!                          +           !!            . 0 .            !
 1996.4!                       *  +           !!            0 . .            !
 1997.1!                        +  *          !!            . . 0            !
 1997.2!                          *+          !!            . 0 .            !
 1997.3!                        * +           !!            .0. .            !
 1997.4!                      *  +            !!            .0. .            !
 1998.1!                       +  *           !!            . .0.            !
 1998.2!                      *   +           !!            0 . .            !
 1998.3!                       +*             !!            . 0 .            !
 1998.4!                      *  +            !!            .0. .            !
 1999.1!                       +  *           !!            . . 0            !
 1999.2!                          + *         !!            . .0.            !
 1999.3!                           +          !!            . 0 .            !
 1999.4!                           +          !!            . 0 .            !
 2000.1!                          + *         !!            . .0.            !
 2000.2!                           *+         !!            . 0 .            !
 2000.3!                          +           !!            . 0 .            !
 2000.4!                         *+           !!            . 0 .            !
 2001.1!                         + *          !!            . .0.            !
 2001.2!                           +*         !!            . .0.            !
 2001.3!                         * +          !!            .0. .            !
 2001.4!                        * +           !!            .0. .            !
 2002.1!                         +  *         !!            . . 0            !
 2002.2!                          *+          !!            .0. .            !
 2002.3!                        * +           !!            .0. .            !
 2002.4!                       * +            !!            .0. .            !
 2003.1!                        +*            !!            . 0 .            !
 2003.2!                         +   *        !!            . . 0            !
 2003.3!                         *  +         !!            .0. .            !
 2003.4!                      *   +           !!            0 . .            !
 2004.1!                        +  *          !!            . .0.            !
 2004.2!                          *+          !!            . 0 .            !
 2004.3!                          +           !!            . 0 .            !
 2004.4!                         *+           !!            . 0 .            !
 2005.1!                          +*          !!            . 0 .            !
 2005.2!                         * +          !!            .0. .            !
 2005.3!                          +     *     !!            . . .0           !
 2005.4!                              +       !!            . 0 .            !
 2006.1!                             +    *   !!            . . .0           !
 2006.2!                               *+     !!            . 0 .            !
 2006.3!                              +       !!            . 0 .            !
 2006.4!                           * +        !!            .0. .            !
 2007.1!                           +*         !!            . .0.            !
 2007.2!                            + *       !!            . .0.            !
 2007.3!                             +*       !!            . .0.            !
 2007.4!                             + *      !!            . .0.            !
 2008.1!                              +       !!            . 0 .            !
 2008.2!                             +*       !!            . .0.            !
 2008.3!                             + *      !!            . .0.            !
 2008.4!                             +   *    !!            . . 0            !
 2009.1!                               +    * !!            . . .0           !
 2009.2!                                *+    !!            . 0 .            !
 2009.3!                              +    *  !!            . . .0           !
 2009.4!                                +     !!            . 0 .            !
 2010.1!                              +*      !!            . .0.            !
 2010.2!                             +*       !!            . 0 .            !
 2010.3!                             +*       !!            . .0.            !
 2010.4!                             +*       !!            . 0 .            !
 2011.1!                             +   *    !!            . . 0            !
 2011.2!                               +      !!            . 0 .            !
 2011.3!                              +   *   !!            . . 0            !
 2011.4!                              *+      !!            .0. .            !
 2012.1!                            +      *  !!            . . .0           !
 2012.2!                                +*    !!            . 0 .            !
 2012.3!                               +*     !!            . .0.            !
 2012.4!                              + *     !!            . .0.            !


     21.62 percent of the residuals exceed 1 SE
      2.70 percent of the residuals exceed 2 SE
@@EQ 3169 LAACHKU C LACHKU(-1) PCHKU;SMPL 1991.4 2012.4;OLS;EST 3169 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PARKU=ARPX$Q/KUPMM;                                                     
 GENR LAAARKU=LOG(AAARKU+.00001);                                             
 GENR LAARKU=LOG(AARKU+.00001);                                               
 LHS AAARKU=EXP(LAAARKU)-.00001;                                              
  EQ 3170 LAAARKU C LAARKU(-1) PARKU;                                         
EQUATION 1638  LAAARKU  
   RHS     C  LAARKU(-1)  PARKU  
 SMPL 1982.1 2012.4;                                                          
Sample period is now  1982.1 to  2012.4 Internally:   121 to   244
 OLS;EST 1638 PLOT=0;END;                                                     

Equation number = 1638
**********************

Dependent variable = LAAARKU 

 1982.1 -   2012.4,    0 missing obs.,  124 obs. used.

Mean of dependent variable       -6.925381718

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.881183093       0.547210588  -3.43777     1.000000
15323 LAARKU  ( -1)       0.723403493       0.063981663  11.30642    -6.931011
15321 PARKU   (  0)      -0.022350638       0.174384308  -0.12817     1.354819

SE of equation            =     0.891418667
Sum of squared residuals  =  96.1498961      -0.641087183E-11
Average absolute error    =     0.533970160
Sum of ABS residuals      =  66.2122998    
R squared                 =   0.52220
Durbin-Watson statistic   =   2.45975
SMPL and No. Obs.         = 1982.1   2012.4    124

Plot of actual(*) and fitted(+) values and residuals(0)


 1982.1!     *           +                    !!       0   .  .  .           !
 1982.2!         +  *                         !!           .  . 0.           !
 1982.3!             *+                       !!           .  0  .           !
 1982.4!            *  +                      !!           .0 .  .           !
 1983.1!           *  +                       !!           .0 .  .           !
 1983.2!             +                        !!           .  0  .           !
 1983.3!           *   +                      !!           .0 .  .           !
 1983.4!      *      +                        !!          0.  .  .           !
 1984.1!          +  *                        !!           .  . 0.           !
 1984.2!        *      +                      !!          0.  .  .           !
 1984.3!      *    +                          !!           0  .  .           !
 1984.4!          +                           !!           .  0  .           !
 1985.1!    *        +                        !!         0 .  .  .           !
 1985.2!        +                             !!           .  0  .           !
 1985.3!           *+                         !!           .  0  .           !
 1985.4!             +*                       !!           .  0  .           !
 1986.1!        *      +                      !!          0.  .  .           !
 1986.2!           +*                         !!           .  .0 .           !
 1986.3!        *     +                       !!           0  .  .           !
 1986.4!         * +                          !!           . 0.  .           !
 1987.1!     *      +                         !!          0.  .  .           !
 1987.2!         +                            !!           .  0  .           !
 1987.3!            +                         !!           .  0  .           !
 1987.4!             *+                       !!           . 0.  .           !
 1988.1!              *+                      !!           .  0  .           !
 1988.2!                +                     !!           .  0  .           !
 1988.3!                 +                    !!           .  0  .           !
 1988.4!               * +                    !!           . 0.  .           !
 1989.1!      *         +                     !!        0  .  .  .           !
 1989.2!          +    *                      !!           .  .  0           !
 1989.3!      *         +                     !!        0  .  .  .           !
 1989.4!      *   +                           !!           .0 .  .           !
 1990.1!          +              *            !!           .  .  .     0     !
 1990.2!                        +*            !!           .  .0 .           !
 1990.3!                        +     *       !!           .  .  0           !
 1990.4!                           +          *!           .  .  .  0        !
 1991.1!                              *  +    !!           . 0.  .           !
 1991.2!                           +*         !!           .  .0 .           !
 1991.3!                         *+           !!           .  0  .           !
 1991.4!                      * +             !!           . 0.  .           !
 1992.1!                      +  *            !!           .  . 0.           !
 1992.2!                       +   *          !!           .  . 0.           !
 1992.3!                         + *          !!           .  .0 .           !
 1992.4!                         +            !!           .  0  .           !
 1993.1!                 *      +             !!          0.  .  .           !
 1993.2!                  +                   !!           .  0  .           !
 1993.3!                  +                   !!           .  0  .           !
 1993.4!                 *+                   !!           . 0.  .           !
 1994.1!         *       +                    !!         0 .  .  .           !
 1994.2!           *+                         !!           .  0  .           !
 1994.3!            * +                       !!           . 0.  .           !
 1994.4!          *   +                       !!           .0 .  .           !
 1995.1!            *+                        !!           .  0  .           !
 1995.2!              +         *             !!           .  .  .  0        !
 1995.3!                *      +              !!          0.  .  .           !
 1995.4!                 +          *         !!           .  .  .  0        !
 1996.1!                    *    +            !!           0  .  .           !
 1996.2!                    +*                !!           .  0  .           !
 1996.3!                    +                 !!           .  0  .           !
 1996.4!                    +                 !!           .  0  .           !
 1997.1!                  * +                 !!           . 0.  .           !
 1997.2!                  +       *           !!           .  .  .0          !
 1997.3!                        + *           !!           .  .0 .           !
 1997.4!                        +   *         !!           .  . 0.           !
 1998.1*                          +           !0           .  .  .           !
 1998.2!     +                   *            !!           .  .  .       0   !
 1998.3!                        +             !!           .  0  .           !
 1998.4!                      +    *          !!           .  . 0.           !
 1999.1!                         + *          !!           .  .0 .           !
 1999.2!                         +    *       !!           .  . 0.           !
 1999.3!                          *+          !!           .  0  .           !
 1999.4!                        +*            !!           .  .0 .           !
 2000.1!                        +*            !!           .  .0 .           !
 2000.2!                       +   *          !!           .  . 0.           !
 2000.3!                         +*           !!           .  .0 .           !
 2000.4!                        +*            !!           .  .0 .           !
 2001.1!                       +  *           !!           .  .0 .           !
 2001.2!                        +  *          !!           .  . 0.           !
 2001.3!                         + *          !!           .  .0 .           !
 2001.4!                         +            !!           .  0  .           !
 2002.1!                       *+             !!           .  0  .           !
 2002.2!                      +  *            !!           .  .0 .           !
 2002.3!                       +*             !!           .  0  .           !
 2002.4!                       +              !!           .  0  .           !
 2003.1!                      +  *            !!           .  . 0.           !
 2003.2!                       + *            !!           .  .0 .           !
 2003.3!                        +*            !!           .  .0 .           !
 2003.4!                       +*             !!           .  0  .           !
 2004.1!                       +              !!           .  0  .           !
 2004.2!                      + *             !!           .  .0 .           !
 2004.3!                       +*             !!           .  .0 .           !
 2004.4!                       +*             !!           .  .0 .           !
 2005.1!                       +*             !!           .  .0 .           !
 2005.2!                       + *            !!           .  .0 .           !
 2005.3!                       +*             !!           .  .0 .           !
 2005.4!                       +*             !!           .  .0 .           !
 2006.1!                       +   *          !!           .  .  0           !
 2006.2!                         +  *         !!           .  . 0.           !
 2006.3!                          + *         !!           .  .0 .           !
 2006.4!                          + *         !!           .  .0 .           !
 2007.1!                       * +            !!           .0 .  .           !
 2007.2!                      + *             !!           .  .0 .           !
 2007.3!                       +*             !!           .  .0 .           !
 2007.4!                       +              !!           .  0  .           !
 2008.1!                    * +               !!           . 0.  .           !
 2008.2!                   *+                 !!           .  0  .           !
 2008.3!                   +                  !!           .  0  .           !
 2008.4!                 * +                  !!           . 0.  .           !
 2009.1!                 *+                   !!           . 0.  .           !
 2009.2!                  +*                  !!           .  .0 .           !
 2009.3!                 * +                  !!           . 0.  .           !
 2009.4!                 *+                   !!           . 0.  .           !
 2010.1!                  +  *                !!           .  . 0.           !
 2010.2!                    + *               !!           .  .0 .           !
 2010.3!                     +*               !!           .  0  .           !
 2010.4!                     +                !!           .  0  .           !
 2011.1!                   * +                !!           . 0.  .           !
 2011.2!                   +*                 !!           .  .0 .           !
 2011.3!                    +*                !!           .  0  .           !
 2011.4!                   *+                 !!           . 0.  .           !
 2012.1!                   +                  !!           .  0  .           !
 2012.2!                   +*                 !!           .  0  .           !
 2012.3!                    +                 !!           .  0  .           !
 2012.4!                    +                 !!           .  0  .           !


     18.55 percent of the residuals exceed 1 SE
      5.65 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRKU=BRPX$Q/KUPMM;                                                     
 GENR LAABRKU=LOG(AABRKU+.00001);                                             
 GENR LABRKU=LOG(ABRKU+.00001);                                               
 LHS AABRKU=EXP(LAABRKU)-.00001;                                              
  EQ 3171 LAABRKU C LABRKU(-1) PBRKU;                                         
EQUATION 1639  LAABRKU  
   RHS     C  LABRKU(-1)  PBRKU  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1639 PLOT=0;END;                                                     

Equation number = 1639
**********************

Dependent variable = LAABRKU 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.728639103

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.319331792       0.399049623  -3.30618     1.000000
15326 LABRKU  ( -1)       0.654459435       0.072007287   9.08879    -4.730859
15324 PBRKU   (  0)      -0.281954625       0.124910226  -2.25726     1.110648

SE of equation            =     0.438625534
Sum of squared residuals  =  23.6642602       0.635402841E-11
Average absolute error    =     0.311713225
Sum of ABS residuals      =  39.2758664    
R squared                 =   0.40180
Durbin-Watson statistic   =   2.15197
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!                     +*               !!          .   .0  .          !
 1981.4!                      +               !!          .   0   .          !
 1982.1!         *            +               !!    0     .   .   .          !
 1982.2!          *  +                        !!          .0  .   .          !
 1982.3!          *  +                        !!          . 0 .   .          !
 1982.4!         *    +                       !!          0   .   .          !
 1983.1!            *+                        !!          .   0   .          !
 1983.2!            *  +                      !!          .0  .   .          !
 1983.3!          *   +                       !!          0   .   .          !
 1983.4!        *    +                        !!          0   .   .          !
 1984.1!            +                         !!          .   0   .          !
 1984.2!              *+                      !!          .   0   .          !
 1984.3!               +  *                   !!          .   . 0 .          !
 1984.4!             *    +                   !!          0   .   .          !
 1985.1!             * +                      !!          .  0.   .          !
 1985.2!               +                      !!          .   0   .          !
 1985.3!                 +*                   !!          .   .0  .          !
 1985.4!             *     +                  !!         0.   .   .          !
 1986.1!                +                     !!          .   0   .          !
 1986.2!                  +   *               !!          .   .  0.          !
 1986.3!                      + *             !!          .   . 0 .          !
 1986.4!   *                  +               !0          .   .   .          !
 1987.1!         +  *                         !!          .   .  0.          !
 1987.2!               +  *                   !!          .   . 0 .          !
 1987.3!                  + *                 !!          .   .0  .          !
 1987.4!                 *  +                 !!          . 0 .   .          !
 1988.1!                  + *                 !!          .   .0  .          !
 1988.2!                    + *               !!          .   . 0 .          !
 1988.3!                     +*               !!          .   .0  .          !
 1988.4!                   * +                !!          . 0 .   .          !
 1989.1!                   +*                 !!          .   0   .          !
 1989.2!                    +*                !!          .   .0  .          !
 1989.3!                     + *              !!          .   . 0 .          !
 1989.4!                    * +               !!          .  0.   .          !
 1990.1!              *      +                !!         0.   .   .          !
 1990.2!               *+                     !!          .  0.   .          !
 1990.3!                 +      *             !!          .   .   .0         !
 1990.4!                       +              *!          .   .   .      0   !
 1991.1!                 *           +        !!     0    .   .   .          !
 1991.2!        +  *                          !!          .   . 0 .          !
 1991.3!  *         +                         !!      0   .   .   .          !
 1991.4*        +                             !!       0  .   .   .          !
 1992.1!      +     *                         !!          .   .   0          !
 1992.2!               +*                     !!          .   .0  .          !
 1992.3!                *+                    !!          .  0.   .          !
 1992.4!                * +                   !!          .  0.   .          !
 1993.1!                 +  *                 !!          .   . 0 .          !
 1993.2!                   *+                 !!          .   0   .          !
 1993.3!                    + *               !!          .   . 0 .          !
 1993.4!                   * +                !!          .  0.   .          !
 1994.1!           *       +                  !!        0 .   .   .          !
 1994.2!             +  *                     !!          .   . 0 .          !
 1994.3!                 +*                   !!          .   .0  .          !
 1994.4!             *    +                   !!          0   .   .          !
 1995.1!               +*                     !!          .   .0  .          !
 1995.2!                *+                    !!          .  0.   .          !
 1995.3!                 + *                  !!          .   .0  .          !
 1995.4!                *  +                  !!          . 0 .   .          !
 1996.1!               * +                    !!          .  0.   .          !
 1996.2!             *   +                    !!          .0  .   .          !
 1996.3!               + *                    !!          .   .0  .          !
 1996.4!              *  +                    !!          .0  .   .          !
 1997.1!                +                     !!          .   0   .          !
 1997.2!                *+                    !!          .   0   .          !
 1997.3!               *+                     !!          .  0.   .          !
 1997.4!                +*                    !!          .   .0  .          !
 1998.1!              *   +                   !!          .0  .   .          !
 1998.2!             * +                      !!          . 0 .   .          !
 1998.3!           *  +                       !!          .0  .   .          !
 1998.4!          *  +                        !!          .0  .   .          !
 1999.1!             +   *                    !!          .   .  0.          !
 1999.2!                 +  *                 !!          .   .  0.          !
 1999.3!                 *  +                 !!          . 0 .   .          !
 1999.4!                 *+                   !!          .   0   .          !
 2000.1!                 *+                   !!          .   0   .          !
 2000.2!              *   +                   !!          .0  .   .          !
 2000.3!               +             *        !!          .   .   .      0   !
 2000.4!            *            +            !!    0     .   .   .          !
 2001.1!               +    *                 !!          .   .   0          !
 2001.2!                   +                  !!          .   0   .          !
 2001.3!                  *+                  !!          .  0.   .          !
 2001.4!                  +   *               !!          .   .  0.          !
 2002.1!                   * +                !!          .  0.   .          !
 2002.2!         *        +                   !!       0  .   .   .          !
 2002.3!             +     *                  !!          .   .   .0         !
 2002.4!                   + *                !!          .   .0  .          !
 2003.1!                    *+                !!          .  0.   .          !
 2003.2!                 *  +                 !!          . 0 .   .          !
 2003.3!                * +                   !!          .  0.   .          !
 2003.4!                 +*                   !!          .   0   .          !
 2004.1!                   +     *            !!          .   .   .0         !
 2004.2!                     * +              !!          . 0 .   .          !
 2004.3!                    +   *             !!          .   .  0.          !
 2004.4!                   *  +               !!          .0  .   .          !
 2005.1!                   +   *              !!          .   .  0.          !
 2005.2!                     +  *             !!          .   . 0 .          !
 2005.3!                      + *             !!          .   . 0 .          !
 2005.4!                      +  *            !!          .   . 0 .          !
 2006.1!                   *   +              !!          .0  .   .          !
 2006.2!               *  +                   !!          . 0 .   .          !
 2006.3!                 +  *                 !!          .   .  0.          !
 2006.4!                   +      *           !!          .   .   .0         !
 2007.1!                     * +              !!          . 0 .   .          !
 2007.2!                    + *               !!          .   . 0 .          !
 2007.3!                     + *              !!          .   . 0 .          !
 2007.4!                     +                !!          .   0   .          !
 2008.1!                    +    *            !!          .   .  0.          !
 2008.2!                      +        *      !!          .   .   .  0       !
 2008.3!                          +       *   !!          .   .   . 0        !
 2008.4!                           *+         !!          .  0.   .          !
 2009.1!                        +             !!          .   0   .          !
 2009.2!                      +     *         !!          .   .   .0         !
 2009.3!                         +     *      !!          .   .   .0         !
 2009.4!                           +  *       !!          .   . 0 .          !
 2010.1!                          +*          !!          .   .0  .          !
 2010.2!                       +*             !!          .   0   .          !
 2010.3!                     + *              !!          .   .0  .          !
 2010.4!                     +    *           !!          .   .   0          !
 2011.1!                       +   *          !!          .   .  0.          !
 2011.2!                       +              !!          .   0   .          !
 2011.3!                     +*               !!          .   .0  .          !
 2011.4!                    +  *              !!          .   . 0 .          !
 2012.1!                    + *               !!          .   .0  .          !
 2012.2!                    +                 !!          .   0   .          !
 2012.3!                  +    *              !!          .   .   0          !
 2012.4!                     +   *            !!          .   .  0.          !


     20.63 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
@@EQ 3172 LAACEKU C LACEKU(-1) PCEKU;SMPL 2003.3 2012.4;OLS;EST 3172 PLOT=0;EN
@@EQ 3173 LAAMEKU C LAMEKU(-1) PMEKU;SMPL 1992.2 2012.4;OLS;EST 3173 PLOT=0;EN
@@EQ 3174 LAAPEKU C LAPEKU(-1) PPEKU;SMPL 2002.4 2012.4;OLS;EST 3174 PLOT=0;EN
@EQ  3175 LAATUKU C LATUKU(-1) PTUKU;SMPL 1971.4 2012.4;OLS;EST 3175 PLOT=0;EN
@@EQ 3176 LAAPDKU C LAPDKU(-1) PPDKU;SMPL 1992.3 2012.4;OLS;EST 3176 PLOT=0;EN
@@EQ 3177 LAARUKU C LARUKU(-1) PRUKU;SMPL 1999.3 2012.4;OLS;EST 3177 PLOT=0;EN
@@EQ 3178 LAAUEKU C LAUEKU(-1) PUEKU;SMPL 2000.3 2012.4;OLS;EST 3178 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PEGKU=EGPX$/KUPMM;                                                      
 GENR LAAEGKU=LOG(AAEGKU+.00001);                                             
 GENR LAEGKU=LOG(AEGKU+.00001);                                               
 LHS AAEGKU=EXP(LAAEGKU)-.00001;                                              
  EQ 3179 LAAEGKU C LAEGKU(-1) PEGKU;                                         
EQUATION 1640  LAAEGKU  
   RHS     C  LAEGKU(-1)  PEGKU  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1640 PLOT=0;END;                                                     

Equation number = 1640
**********************

Dependent variable = LAAEGKU 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -5.827958518

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.617321129       0.295543384  -2.08877     1.000000
15329 LAEGKU  ( -1)       0.859931182       0.046838621  18.35945    -5.846163
15327 PEGKU   (  0)      -0.140943579       0.075609451  -1.86410     1.300802

SE of equation            =     0.401640108
Sum of squared residuals  =  19.8417175      -0.101314512E-10
Average absolute error    =     0.277733743
Sum of ABS residuals      =  34.9944516    
R squared                 =   0.73376
Durbin-Watson statistic   =   2.34032
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!      *   +                           !!          0   .   .          !
 1981.4!        +                             !!          .   0   .          !
 1982.1!       *  +                           !!          . 0 .   .          !
 1982.2!         +                            !!          .   0   .          !
 1982.3!       *   +                          !!          .0  .   .          !
 1982.4!         +      *                     !!          .   .   .  0       !
 1983.1!           *     +                    !!        0 .   .   .          !
 1983.2!          * +                         !!          . 0 .   .          !
 1983.3!           +  *                       !!          .   .  0.          !
 1983.4!              *+                      !!          .  0.   .          !
 1984.1!        *      +                      !!       0  .   .   .          !
 1984.2! *       +                            !!      0   .   .   .          !
 1984.3*    +                                 !!         0.   .   .          !
 1984.4!  +             *                     !!          .   .   .         0!
 1985.1!            *    +                    !!         0.   .   .          !
 1985.2!            *+                        !!          .   0   .          !
 1985.3!           * +                        !!          . 0 .   .          !
 1985.4!            *+                        !!          .  0.   .          !
 1986.1!            *+                        !!          .  0.   .          !
 1986.2!     *       +                        !!      0   .   .   .          !
 1986.3!       + *                            !!          .   .0  .          !
 1986.4!          +     *                     !!          .   .   . 0        !
 1987.1!          *      +                    !!       0  .   .   .          !
 1987.2!           *+                         !!          .  0.   .          !
 1987.3!           *+                         !!          .  0.   .          !
 1987.4!         *  +                         !!          .0  .   .          !
 1988.1!           +    *                     !!          .   .   .0         !
 1988.2!                *+                    !!          .   0   .          !
 1988.3!                *+                    !!          .  0.   .          !
 1988.4!              * +                     !!          . 0 .   .          !
 1989.1!              +  *                    !!          .   .  0.          !
 1989.2!                 *+                   !!          .   0   .          !
 1989.3!                  +                   !!          .   0   .          !
 1989.4!                 *+                   !!          .  0.   .          !
 1990.1!               * +                    !!          . 0 .   .          !
 1990.2!               *+                     !!          .  0.   .          !
 1990.3!                +      *              !!          .   .   .  0       !
 1990.4!                       +              *!          .   .   .          0
 1991.1!                        *        +    !!     0    .   .   .          !
 1991.2!                 +    *               !!          .   .   . 0        !
 1991.3!               *     +                !!        0 .   .   .          !
 1991.4!             *  +                     !!          .0  .   .          !
 1992.1!              +           *           !!          .   .   .       0  !
 1992.2!                         +            !!          .   0   .          !
 1992.3!                        + *           !!          .   . 0 .          !
 1992.4!                     *   +            !!          0   .   .          !
 1993.1!                     +                !!          .   0   .          !
 1993.2!                   * +                !!          .  0.   .          !
 1993.3!                    +  *              !!          .   .   0          !
 1993.4!                       +    *         !!          .   .   .0         !
 1994.1!              *           +           !!  0       .   .   .          !
 1994.2!               +    *                 !!          .   .   .0         !
 1994.3!                    +      *          !!          .   .   .  0       !
 1994.4!                  *      +            !!       0  .   .   .          !
 1995.1!              *   +                   !!          0   .   .          !
 1995.2!              +  *                    !!          .   .  0.          !
 1995.3!              *  +                    !!          0   .   .          !
 1995.4!            * +                       !!          .0  .   .          !
 1996.1!             +   *                    !!          .   .   0          !
 1996.2!              *  +                    !!          .0  .   .          !
 1996.3!               +                      !!          .   0   .          !
 1996.4!             *  +                     !!          .0  .   .          !
 1997.1!              + *                     !!          .   .0  .          !
 1997.2!                +                     !!          .   0   .          !
 1997.3!               *+                     !!          .  0.   .          !
 1997.4!              *+                      !!          .  0.   .          !
 1998.1!              *+                      !!          .  0.   .          !
 1998.2!               + *                    !!          .   . 0 .          !
 1998.3!              *  +                    !!          .0  .   .          !
 1998.4!              + *                     !!          .   . 0 .          !
 1999.1!            *    +                    !!         0.   .   .          !
 1999.2!            + *                       !!          .   . 0 .          !
 1999.3!              *+                      !!          .   0   .          !
 1999.4!               +                      !!          .   .0  .          !
 2000.1!               *+                     !!          .  0.   .          !
 2000.2!                +*                    !!          .   . 0 .          !
 2000.3!                *+                    !!          .  0.   .          !
 2000.4!                +*                    !!          .   0   .          !
 2001.1!                *+                    !!          .  0.   .          !
 2001.2!               *+                     !!          .  0.   .          !
 2001.3!              *+                      !!          .  0.   .          !
 2001.4!           *   +                      !!          .0  .   .          !
 2002.1!            +  *                      !!          .   .  0.          !
 2002.2!               +*                     !!          .   .0  .          !
 2002.3!               * +                    !!          .  0.   .          !
 2002.4!             *  +                     !!          . 0 .   .          !
 2003.1!              + *                     !!          .   .0  .          !
 2003.2!             *  +                     !!          .0  .   .          !
 2003.3!             *+                       !!          .  0.   .          !
 2003.4!            * +                       !!          . 0 .   .          !
 2004.1!              +                       !!          .   .0  .          !
 2004.2!              *+                      !!          .  0.   .          !
 2004.3!               +                      !!          .   0   .          !
 2004.4!               *+                     !!          .   0   .          !
 2005.1!                +*                    !!          .   .0  .          !
 2005.2!                 *+                   !!          .  0.   .          !
 2005.3!                 +*                   !!          .   .0  .          !
 2005.4!                  +  *                !!          .   . 0 .          !
 2006.1!                     +  *             !!          .   .  0.          !
 2006.2!                       +              !!          .   0   .          !
 2006.3!                      *+              !!          .  0.   .          !
 2006.4!                      +               !!          .   0   .          !
 2007.1!                  *   +               !!          0   .   .          !
 2007.2!                  *+                  !!          .   0   .          !
 2007.3!                 * +                  !!          . 0 .   .          !
 2007.4!                  +*                  !!          .   .0  .          !
 2008.1!                   +         *        !!          .   .   .    0     !
 2008.2!                            +  *      !!          .   .   0          !
 2008.3!                             *+       !!          .  0.   .          !
 2008.4!                         *  +         !!          .0  .   .          !
 2009.1!                        +       *     !!          .   .   .  0       !
 2009.2!                              +   *   !!          .   .   0          !
 2009.3!                                +*    !!          .   .0  .          !
 2009.4!                               + *    !!          .   . 0 .          !
 2010.1!                               +   *  !!          .   .   0          !
 2010.2!                                 + *  !!          .   . 0 .          !
 2010.3!                                 +    !!          .   0   .          !
 2010.4!                               + *    !!          .   . 0 .          !
 2011.1!                                +*    !!          .   . 0 .          !
 2011.2!                                +  *  !!          .   .  0.          !
 2011.3!                                 +*   !!          .   0   .          !
 2011.4!                                +     !!          .   0   .          !
 2012.1!                               +*     !!          .   .0  .          !
 2012.2!                               +      !!          .   .0  .          !
 2012.3!                              +*      !!          .   .0  .          !
 2012.4!                              + *     !!          .   . 0 .          !


     22.22 percent of the residuals exceed 1 SE
      4.76 percent of the residuals exceed 2 SE
@@EQ 3180 LAAISKU C LAISKU(-1) PISKU;SMPL 2013.1 2012.4;OLS;EST 3180 PLOT=0;EN
@@EQ 3181 LAAKEKU C LAKEKU(-1) PKEKU;SMPL 1991.3 2012.4;OLS;EST 3181 PLOT=0;EN
@@EQ 3182 LAABAKU C LABAKU(-1) PBAKU;SMPL 1992.2 2012.4;OLS;EST 3182 PLOT=0;EN
@@EQ 3183 LAAHKKU C LAHKKU(-1) PHKKU;SMPL 1991.4 2012.4;OLS;EST 3183 PLOT=0;EN
@@EQ 3184 LAASIKU C LASIKU(-1) PSIKU;SMPL 1991.4 2012.4;OLS;EST 3184 PLOT=0;EN
@@EQ 3185 LAAVIKU C LAVIKU(-1) PVIKU;SMPL 1993.3 2012.4;OLS;EST 3185 PLOT=0;EN
@@EQ 3186 LAANIKU C LANIKU(-1) PNIKU;SMPL 2013.1 2012.4;OLS;EST 3186 PLOT=0;EN
@@EQ 3187 LAAALKU C LAALKU(-1) PALKU;SMPL 2000.3 2012.4;OLS;EST 3187 PLOT=0;EN
@@EQ 3188 LAAIAKU C LAIAKU(-1) PIAKU;SMPL 1994.4 2012.4;OLS;EST 3188 PLOT=0;EN
@@EQ 3189 LAAINKU C LAINKU(-1) PINKU;SMPL 2013.1 2012.4;OLS;EST 3189 PLOT=0;EN
@@EQ 3190 LAAIQKU C LAIQKU(-1) PIQKU;SMPL 2013.1 2012.4;OLS;EST 3190 PLOT=0;EN
@@EQ 3191 LAALIKU C LALIKU(-1) PLIKU;SMPL 1999.3 2012.4;OLS;EST 3191 PLOT=0;EN
@@EQ 3192 LAAUAKU C LAUAKU(-1) PUAKU;SMPL 1994.3 2012.4;OLS;EST 3192 PLOT=0;EN
@@EQ 3193 LAAUSLI C LAUSLI(-1) PUSLI;SMPL 2004.2 2012.4;OLS;EST 3193 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCALI=CAPX$/LIPMM;                                                      
 GENR LAACALI=LOG(AACALI+.00001);                                             
 GENR LACALI=LOG(ACALI+.00001);                                               
 LHS AACALI=EXP(LAACALI)-.00001;                                              
  EQ 3194 LAACALI C LACALI(-1) PCALI;                                         
EQUATION 1641  LAACALI  
   RHS     C  LACALI(-1)  PCALI  
 SMPL 1974.4 2012.4;                                                          
Sample period is now  1974.4 to  2012.4 Internally:    92 to   244
 OLS;EST 1641 PLOT=0;END;                                                     

Equation number = 1641
**********************

Dependent variable = LAACALI 

 1974.4 -   2012.4,    0 missing obs.,  153 obs. used.

Mean of dependent variable       -4.851179415

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.084474650       0.528130693  -2.05342     1.000000
15332 LACALI  ( -1)       0.457475698       0.071903339   6.36237    -4.858059
15330 PCALI   (  0)      -1.538786245       0.536481415  -2.86829     1.003558

SE of equation            =     0.727171948
Sum of squared residuals  =  79.3168563       0.174171788E-11
Average absolute error    =     0.525596119
Sum of ABS residuals      =  80.4162063    
R squared                 =   0.32227
Durbin-Watson statistic   =   1.92172
SMPL and No. Obs.         = 1974.4   2012.4    153

Plot of actual(*) and fitted(+) values and residuals(0)


 1974.4!                  *+                  !!           . 0.  .           !
 1975.1!             *      +                 !!          0.  .  .           !
 1975.2!                  +     *             !!           .  .  0           !
 1975.3!                      + *             !!           .  .0 .           !
 1975.4!                    * +               !!           . 0.  .           !
 1976.1!                 *  +                 !!           . 0.  .           !
 1976.2!                  +*                  !!           .  0  .           !
 1976.3!       *           +                  !!       0   .  .  .           !
 1976.4!             * +                      !!           . 0.  .           !
 1977.1!             *   +                    !!           0  .  .           !
 1977.2!                  +  *                !!           .  . 0.           !
 1977.3!                     +                !!           .  0  .           !
 1977.4!                  *   +               !!           .0 .  .           !
 1978.1!                     +*               !!           .  .0 .           !
 1978.2!             *         +              !!        0  .  .  .           !
 1978.3!                   +*                 !!           .  0  .           !
 1978.4!                 *     +              !!          0.  .  .           !
 1979.1!                   *  +               !!           .0 .  .           !
 1979.2!                  *   +               !!           0  .  .           !
 1979.3!                     +                !!           .  0  .           !
 1979.4!                       +              !!           .  0  .           !
 1980.1!                       + *            !!           .  .0 .           !
 1980.2!                        *+            !!           .  0  .           !
 1980.3!                        + *           !!           .  .0 .           !
 1980.4!                  *      +            !!          0.  .  .           !
 1981.1!                  *  +                !!           . 0.  .           !
 1981.2!                   *+                 !!           . 0.  .           !
 1981.3!                     + *              !!           .  .0 .           !
 1981.4!                      +    *          !!           .  .  0           !
 1982.1!                      * +             !!           .0 .  .           !
 1982.2!                      +          *    !!           .  .  .  0        !
 1982.3!                          +  *        !!           .  . 0.           !
 1982.4!                        *+            !!           .  0  .           !
 1983.1!                       +*             !!           .  .0 .           !
 1983.2!                      +   *           !!           .  .  0           !
 1983.3!                     * +              !!           . 0.  .           !
 1983.4!                    +      *          !!           .  .  .0          !
 1984.1!                      *+              !!           . 0.  .           !
 1984.2!                     +      *         !!           .  .  .0          !
 1984.3!                       +    *         !!           .  . 0.           !
 1984.4!                       +              !!           .  0  .           !
 1985.1!                     +*               !!           .  .0 .           !
 1985.2!                     +     *          !!           .  .  .0          !
 1985.3!                        +       *     !!           .  .  .0          !
 1985.4!                           +   *      !!           .  .  0           !
 1986.1!                             + *      !!           .  .0 .           !
 1986.2!                           *+         !!           . 0.  .           !
 1986.3!                          +    *      !!           .  .  0           !
 1986.4!                             +        !!           .  0  .           !
 1987.1!                         *  +         !!           . 0.  .           !
 1987.2!                       *  +           !!           .0 .  .           !
 1987.3!                      *  +            !!           . 0.  .           !
 1987.4!                     *   +            !!           .0 .  .           !
 1988.1!                       * +            !!           . 0.  .           !
 1988.2!                         +   *        !!           .  . 0.           !
 1988.3!                           +          !!           . 0.  .           !
 1988.4!                        * +           !!           . 0.  .           !
 1989.1!                         + *          !!           .  .0 .           !
 1989.2!                          +           !!           .  0  .           !
 1989.3!                         + *          !!           .  .0 .           !
 1989.4!                          +   *       !!           .  . 0.           !
 1990.1!                            +*        !!           .  0  .           !
 1990.2!                            +  *      !!           .  . 0.           !
 1990.3!                  *          +        !!        0  .  .  .           !
 1990.4!                    *   +             !!           .0 .  .           !
 1991.1!                        +   *         !!           .  . 0.           !
 1991.2!                          *+          !!           .  0  .           !
 1991.3!                         *+           !!           . 0.  .           !
 1991.4!                          +   *       !!           .  . 0.           !
 1992.1!                           * +        !!           . 0.  .           !
 1992.2!                            +    *    !!           .  .  0           !
 1992.3!                               +    * !!           .  .  0           !
 1992.4!                         *      +     !!          0.  .  .           !
 1993.1!                         *+           !!           . 0.  .           !
 1993.2!                           +   *      !!           .  .  0           !
 1993.3!                             + *      !!           .  .0 .           !
 1993.4!                             +  *     !!           .  . 0.           !
 1994.1!                     *       +        !!          0.  .  .           !
 1994.2!                         +     *      !!           .  .  0           !
 1994.3!                             + *      !!           .  .0 .           !
 1994.4!                            *+        !!           . 0.  .           !
 1995.1!                            +  *      !!           .  . 0.           !
 1995.2!                             + *      !!           .  .0 .           !
 1995.3!           *                 +        !!    0      .  .  .           !
 1995.4!                    +       *         !!           .  .  . 0         !
 1996.1!                            +    *    !!           .  .  0           !
 1996.2!                              +   *   !!           .  . 0.           !
 1996.3!                               +   *  !!           .  . 0.           !
 1996.4!                               +      !!           .  0  .           !
 1997.1!                             +     *  !!           .  .  0           !
 1997.2!                               +      *!           .  .  .0          !
 1997.3!                                +     *!           .  .  .0          !
 1997.4!                                + *   !!           .  .0 .           !
 1998.1!                              + *     !!           .  .0 .           !
 1998.2!                             +     *  !!           .  .  .0          !
 1998.3!                             *+       !!           .  0  .           !
 1998.4!                            +         !!           .  0  .           !
 1999.1!                *          +          !!        0  .  .  .           !
 1999.2!                    *+                !!           . 0.  .           !
 1999.3!                       +  *           !!           .  .0 .           !
 1999.4!                          +      *    !!           .  .  .0          !
 2000.1!                             +*       !!           .  0  .           !
 2000.2!            *              +          !!     0     .  .  .           !
 2000.3!       *           +                  !!        0  .  .  .           !
 2000.4!              * +                     !!           . 0.  .           !
 2001.1!                  * +                 !!           . 0.  .           !
 2001.2!                     +*               !!           .  .0 .           !
 2001.3!               *       +              !!          0.  .  .           !
 2001.4!               *    +                 !!           0  .  .           !
 2002.1!             *      +                 !!          0.  .  .           !
 2002.2!                   +           *      !!           .  .  .   0       !
 2002.3!                    *       +         !!         0 .  .  .           !
 2002.4!                *      +              !!          0.  .  .           !
 2003.1!                     + *              !!           .  .0 .           !
 2003.2!                      *  +            !!           . 0.  .           !
 2003.3!                   *    +             !!           0  .  .           !
 2003.4!                       +              !!           .  0  .           !
 2004.1!                         +    *       !!           .  .  0           !
 2004.2!                            +   *     !!           .  . 0.           !
 2004.3!                         *  +         !!           .0 .  .           !
 2004.4!                     *   +            !!           .0 .  .           !
 2005.1!                        +   *         !!           .  . 0.           !
 2005.2!                          +  *        !!           .  . 0.           !
 2005.3!                     *    +           !!           0  .  .           !
 2005.4!                      +  *            !!           .  . 0.           !
 2006.1!                        +             !!           .  0  .           !
 2006.2!                   *    +             !!           0  .  .           !
 2006.3!                     +  *             !!           .  . 0.           !
 2006.4!                        +*            !!           .  .0 .           !
 2007.1!                      *  +            !!           . 0.  .           !
 2007.2!                       +    *         !!           .  .  0           !
 2007.3!                      *   +           !!           .0 .  .           !
 2007.4!                       +            * !!           .  .  .    0      !
 2008.1!                             +        !!           .  0  .           !
 2008.2!                       *  +           !!           . 0.  .           !
 2008.3!                *     +               !!          0.  .  .           !
 2008.4!                     +*               !!           .  .0 .           !
 2009.1!                        +         *   !!           .  .  . 0         !
 2009.2!                            * +       !!           . 0.  .           !
 2009.3!                        * +           !!           . 0.  .           !
 2009.4!                        + *           !!           .  .0 .           !
 2010.1!                         +  *         !!           .  . 0.           !
 2010.2!                     *   +            !!           .0 .  .           !
 2010.3!                      *+              !!           .  0  .           !
 2010.4!                      +          *    !!           .  .  .  0        !
 2011.1!                            +*        !!           .  .0 .           !
 2011.2*                         +            !0           .  .  .           !
 2011.3!         * +                          !!           . 0.  .           !
 2011.4!                +    *                !!           .  .  0           !
 2012.1!                     +   *            !!           .  . 0.           !
 2012.2!                        + *           !!           .  .0 .           !
 2012.3!                        +             !!           .  0  .           !
 2012.4!                       +  *           !!           .  .0 .           !


     22.88 percent of the residuals exceed 1 SE
      5.23 percent of the residuals exceed 2 SE
@EQ  3195 LAAJALI C LAJALI(-1) PJALI;SMPL 1966.1 2012.4;OLS;EST 3195 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAULI=AUPX$/LIPMM;                                                      
 GENR LAAAULI=LOG(AAAULI+.00001);                                             
 GENR LAAULI=LOG(AAULI+.00001);                                               
 LHS AAAULI=EXP(LAAAULI)-.00001;                                              
  EQ 3196 LAAAULI C LAAULI(-1) PAULI;                                         
EQUATION 1642  LAAAULI  
   RHS     C  LAAULI(-1)  PAULI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1642 PLOT=0;END;                                                     

Equation number = 1642
**********************

Dependent variable = LAAAULI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.472302113

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.355912575       0.464917260  -2.91646     1.000000
15335 LAAULI  ( -1)       0.662837440       0.054929788  12.06699    -4.473627
15333 PAULI   (  0)      -0.151071578       0.433851106  -0.34821     1.000204

SE of equation            =     0.324089727
Sum of squared residuals  =  19.4313180       0.498534547E-10
Average absolute error    =     0.231791761
Sum of ABS residuals      =  43.5768511    
R squared                 =   0.44886
Durbin-Watson statistic   =   2.53406
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                    +                 !!           .  0  .           !
 1966.2!                       + *            !!           .  .0 .           !
 1966.3!                          +    *      !!           .  .  0           !
 1966.4!                    *         +       !!        0  .  .  .           !
 1967.1!                      +    *          !!           .  .  0           !
 1967.2!                         * +          !!           . 0.  .           !
 1967.3!                         *+           !!           .  0  .           !
 1967.4!                      *   +           !!           .0 .  .           !
 1968.1!                        +             !!           .  0  .           !
 1968.2!                    *    +            !!           0  .  .           !
 1968.3!                    *  +              !!           .0 .  .           !
 1968.4!                     *+               !!           . 0.  .           !
 1969.1!                       *+             !!           .  0  .           !
 1969.2!                   *     +            !!          0.  .  .           !
 1969.3!                 *    +               !!           0  .  .           !
 1969.4!                     + *              !!           .  . 0.           !
 1970.1!                      *  +            !!           .0 .  .           !
 1970.2!                    *   +             !!           .0 .  .           !
 1970.3!                    *  +              !!           .0 .  .           !
 1970.4!                       +*             !!           .  .0 .           !
 1971.1!                      *  +            !!           .0 .  .           !
 1971.2!                       *+             !!           . 0.  .           !
 1971.3!                    *    +            !!           0  .  .           !
 1971.4!                       +  *           !!           .  . 0.           !
 1972.1!                         * +          !!           . 0.  .           !
 1972.2!                        * +           !!           . 0.  .           !
 1972.3!               *         +            !!        0  .  .  .           !
 1972.4!                   +*                 !!           .  .0 .           !
 1973.1!                     * +              !!           . 0.  .           !
 1973.2!                       +   *          !!           .  .  0           !
 1973.3!                           +  *       !!           .  . 0.           !
 1973.4!                            *+        !!           . 0.  .           !
 1974.1!                           *+         !!           . 0.  .           !
 1974.2!                     *     +          !!          0.  .  .           !
 1974.3!                    *  +              !!           .0 .  .           !
 1974.4!                   *   +              !!           .0 .  .           !
 1975.1!                    * +               !!           . 0.  .           !
 1975.2!                       +  *           !!           .  . 0.           !
 1975.3!                          *+          !!           .  0  .           !
 1975.4!                        *  +          !!           .0 .  .           !
 1976.1!                         +  *         !!           .  . 0.           !
 1976.2!                          * +         !!           . 0.  .           !
 1976.3!                         *+           !!           . 0.  .           !
 1976.4!                          +    *      !!           .  .  0           !
 1977.1!                              +*      !!           .  .0 .           !
 1977.2!                          *   +       !!           .0 .  .           !
 1977.3!                          *+          !!           .  0  .           !
 1977.4!                           +          !!           .  0  .           !
 1978.1!                           +  *       !!           .  . 0.           !
 1978.2!                             +*       !!           .  .0 .           !
 1978.3!                             +        !!           .  0  .           !
 1978.4!                      *      +        !!          0.  .  .           !
 1979.1!                        +   *         !!           .  . 0.           !
 1979.2!                            +*        !!           .  .0 .           !
 1979.3!                             +   *    !!           .  .  0           !
 1979.4!                            *  +      !!           .0 .  .           !
 1980.1!                            +         !!           .  0  .           !
 1980.2!                            +  *      !!           .  . 0.           !
 1980.3!                             *+       !!           .  0  .           !
 1980.4!                             +      * !!           .  .  .0          !
 1981.1!                                 +    !!           .  0  .           !
 1981.2!                           *    +     !!           0  .  .           !
 1981.3!                          * +         !!           . 0.  .           !
 1981.4!                           + *        !!           .  .0 .           !
 1982.1!                             +   *    !!           .  .  0           !
 1982.2!                                +   * !!           .  . 0.           !
 1982.3!                                *+    !!           . 0.  .           !
 1982.4!                               +     *!!           .  .  .0          !
 1983.1!                                 *+   !!           . 0.  .           !
 1983.2!                               +  *   !!           .  . 0.           !
 1983.3!                                + *   !!           .  .0 .           !
 1983.4!                                +   * !!           .  .  0           !
 1984.1!                                  +*  !!           .  .0 .           !
 1984.2!                                 +   *!!           .  . 0.           !
 1984.3!                                  + * !!           .  .0 .           !
 1984.4!                                *+    !!           . 0.  .           !
 1985.1!                               +    * !!           .  .  0           !
 1985.2!                                  +   !!           .  0  .           !
 1985.3!                               *+     !!           . 0.  .           !
 1985.4!                              +*      !!           .  .0 .           !
 1986.1!                              +   *   !!           .  .  0           !
 1986.2!                               *+     !!           . 0.  .           !
 1986.3!                             *+       !!           . 0.  .           !
 1986.4!                            +      *  !!           .  .  .0          !
 1987.1!                                +     !!           .  0  .           !
 1987.2!                              +       *!           .  .  . 0         !
 1987.3!                               *   +  !!           .0 .  .           !
 1987.4!                              +   *   !!           .  . 0.           !
 1988.1!                                +     !!           .  0  .           !
 1988.2!                             * +      !!           . 0.  .           !
 1988.3!                             +  *     !!           .  . 0.           !
 1988.4!                              +       !!           .  0  .           !
 1989.1!                              +*      !!           .  .0 .           !
 1989.2!                              +*      !!           .  .0 .           !
 1989.3!                              +       !!           .  0  .           !
 1989.4!                             +  *     !!           .  . 0.           !
 1990.1!                               +    * !!           .  .  0           !
 1990.2!                               * +    !!           . 0.  .           !
 1990.3!                              +       !!           .  0  .           !
 1990.4!                             +   *    !!           .  . 0.           !
 1991.1!                               +      !!           .  0  .           !
 1991.2!                             *+       !!           .  0  .           !
 1991.3!                          *  +        !!           . 0.  .           !
 1991.4!                           +      *   !!           .  .  . 0         !
 1992.1!                            *   +     !!           0  .  .           !
 1992.2!                            +  *      !!           .  . 0.           !
 1992.3!                              +*      !!           .  0  .           !
 1992.4!                              + *     !!           .  .0 .           !
 1993.1!                          *   +       !!           0  .  .           !
 1993.2!                           +    *     !!           .  .  0           !
 1993.3!                              +  *    !!           .  .0 .           !
 1993.4!                          *    +      !!           0  .  .           !
 1994.1!                          +        *  !!           .  .  . 0         !
 1994.2!                               * +    !!           . 0.  .           !
 1994.3!                           *  +       !!           . 0.  .           !
 1994.4!                           +*         !!           .  0  .           !
 1995.1!                            +   *     !!           .  .  0           !
 1995.2!                               +      !!           .  0  .           !
 1995.3!                              +   *   !!           .  . 0.           !
 1995.4!                             * +      !!           .0 .  .           !
 1996.1!                            +     *   !!           .  .  .0          !
 1996.2!                                +   * !!           .  . 0.           !
 1996.3!                                 +   *!!           .  .  0           !
 1996.4!                                  + * !!           .  .0 .           !
 1997.1!                                *+    !!           . 0.  .           !
 1997.2!                               +*     !!           .  .0 .           !
 1997.3!                               +  *   !!           .  . 0.           !
 1997.4!                                +*    !!           .  .0 .           !
 1998.1!                               + *    !!           .  .0 .           !
 1998.2!                               + *    !!           .  .0 .           !
 1998.3!                               +*     !!           .  .0 .           !
 1998.4!                              +*      !!           .  0  .           !
 1999.1!                             +*       !!           .  0  .           !
 1999.2!                             +        !!           .  0  .           !
 1999.3!                             +*       !!           .  .0 .           !
 1999.4!                            *+        !!           .  0  .           !
 2000.1!                           *+         !!           . 0.  .           !
 2000.2!                           +   *      !!           .  . 0.           !
 2000.3!                              + *     !!           .  .0 .           !
 2000.4!                               + *    !!           .  . 0.           !
 2001.1!                              *+      !!           . 0.  .           !
 2001.2!                              + *     !!           .  . 0.           !
 2001.3!                          *    +      !!           0  .  .           !
 2001.4!                          +    *      !!           .  .  0           !
 2002.1!                          *   +       !!           .0 .  .           !
 2002.2!                           +      *   !!           .  .  .0          !
 2002.3!                              * +     !!           . 0.  .           !
 2002.4!                            *+        !!           . 0.  .           !
 2003.1!                          * +         !!           . 0.  .           !
 2003.2!                           +          !!           .  0  .           !
 2003.3!                         * +          !!           . 0.  .           !
 2003.4!                        * +           !!           . 0.  .           !
 2004.1!                         +      *     !!           .  .  .0          !
 2004.2!                            * +       !!           .0 .  .           !
 2004.3!                       *    +         !!           0  .  .           !
 2004.4!                         +       *    !!           .  .  . 0         !
 2005.1!                             * +      !!           . 0.  .           !
 2005.2!                        *    +        !!           0  .  .           !
 2005.3!                         + *          !!           .  .0 .           !
 2005.4!                           +*         !!           .  .0 .           !
 2006.1!                            +  *      !!           .  . 0.           !
 2006.2!                         *    +       !!           0  .  .           !
 2006.3!                    *     +           !!           0  .  .           !
 2006.4!                     * +              !!           . 0.  .           !
 2007.1!                        +*            !!           .  .0 .           !
 2007.2!                        * +           !!           . 0.  .           !
 2007.3!                         +            !!           .  0  .           !
 2007.4!                         *+           !!           . 0.  .           !
 2008.1!                       *  +           !!           .0 .  .           !
 2008.2!                       *+             !!           . 0.  .           !
 2008.3!                         +*           !!           .  .0 .           !
 2008.4!                      *   +           !!           0  .  .           !
 2009.1!                        +*            !!           .  .0 .           !
 2009.2!                        * +           !!           . 0.  .           !
 2009.3!                        *+            !!           . 0.  .           !
 2009.4!                         +            !!           .  0  .           !
 2010.1!                          + *         !!           .  .0 .           !
 2010.2!                      *     +         !!          0.  .  .           !
 2010.3!                        +*            !!           .  .0 .           !
 2010.4!                    *     +           !!          0.  .  .           !
 2011.1!                      +               !!           .  0  .           !
 2011.2*                        +             !0           .  .  .           !
 2011.3!         +            *               !!           .  .  .    0      !
 2011.4!           *            +             !!      0    .  .  .           !
 2012.1!                +  *                  !!           .  . 0.           !
 2012.2!                      +               !!           .  0  .           !
 2012.3!                  *     +             !!          0.  .  .           !
 2012.4!                   * +                !!           . 0.  .           !


     25.00 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
@EQ  3197 LAAFRLI C LAFRLI(-1) PFRLI;SMPL 1966.1 2012.4;OLS;EST 3197 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGELI=GEPX$/LIPMM;                                                      
 GENR LAAGELI=LOG(AAGELI+.00001);                                             
 GENR LAGELI=LOG(AGELI+.00001);                                               
 LHS AAGELI=EXP(LAAGELI)-.00001;                                              
  EQ 3198 LAAGELI C LAGELI(-1) PGELI;                                         
EQUATION 1643  LAAGELI  
   RHS     C  LAGELI(-1)  PGELI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1643 PLOT=0;END;                                                     

Equation number = 1643
**********************

Dependent variable = LAAGELI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.109149583

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.303828960       0.244443558  -1.24294     1.000000
15338 LAGELI  ( -1)       0.822434432       0.045439419  18.09958    -2.105333
15336 PGELI   (  0)      -0.073973537       0.213384816  -0.34667     0.997954

SE of equation            =     0.178191681
Sum of squared residuals  =  5.87417088       0.316755511E-10
Average absolute error    =     0.136446400
Sum of ABS residuals      =  25.6519233    
R squared                 =   0.64169
Durbin-Watson statistic   =   2.45196
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                   +   *              !!        .     .    0.        !
 1966.2!                       + *            !!        .     .  0  .        !
 1966.3!                     *   +            !!        .0    .     .        !
 1966.4!                   * +                !!        .  0  .     .        !
 1967.1!                    + *               !!        .     .  0  .        !
 1967.2!                *     +               !!      0 .     .     .        !
 1967.3!                *+                    !!        .    0.     .        !
 1967.4!             *   +                    !!        .0    .     .        !
 1968.1!               +    *                 !!        .     .     0        !
 1968.2!                    +                 !!        .     0     .        !
 1968.3!                     +*               !!        .     .0    .        !
 1968.4!                    * +               !!        .  0  .     .        !
 1969.1!                    + *               !!        .     . 0   .        !
 1969.2!                   *  +               !!        . 0   .     .        !
 1969.3!                    +*                !!        .     .0    .        !
 1969.4!                *    +                !!        0     .     .        !
 1970.1!        *         +                   !!   0    .     .     .        !
 1970.2!         * +                          !!        .   0 .     .        !
 1970.3!            +         *               !!        .     .     .      0 !
 1970.4!               *       +              !!     0  .     .     .        !
 1971.1!               * +                    !!        .  0  .     .        !
 1971.2!                + *                   !!        .     . 0   .        !
 1971.3!                  *+                  !!        .    0.     .        !
 1971.4!                   +                  !!        .     0     .        !
 1972.1!                   *+                 !!        .    0.     .        !
 1972.2!                   +                  !!        .    0.     .        !
 1972.3!                   +        *         !!        .     .     .   0    !
 1972.4!                 *         +          !!   0    .     .     .        !
 1973.1!                  +          *        !!        .     .     .      0 !
 1973.2!                           *+         !!        .    0.     .        !
 1973.3!                 *        +           !!   0    .     .     .        !
 1973.4!                  +    *              !!        .     .     .0       !
 1974.1!                       +   *          !!        .     .    0.        !
 1974.2!                          + *         !!        .     .  0  .        !
 1974.3!                          *+          !!        .    0.     .        !
 1974.4!                          +           !!        .     .0    .        !
 1975.1!                     *    +           !!        .0    .     .        !
 1975.2!                      +    *          !!        .     .     .0       !
 1975.3!                          +  *        !!        .     .  0  .        !
 1975.4!                            +   *     !!        .     .     0        !
 1976.1!                            *  +      !!        . 0   .     .        !
 1976.2!                     *     +          !!       0.     .     .        !
 1976.3!                     +    *           !!        .     .     .0       !
 1976.4!                          +           !!        .     .0    .        !
 1977.1!                          +           !!        .     0     .        !
 1977.2!                         +     *      !!        .     .     .0       !
 1977.3!                          *  +        !!        .0    .     .        !
 1977.4!                         +*           !!        .     . 0   .        !
 1978.1!                          + *         !!        .     .  0  .        !
 1978.2!                      *    +          !!        0     .     .        !
 1978.3!                      +        *      !!        .     .     .    0   !
 1978.4!                              + *     !!        .     .  0  .        !
 1979.1!                              +     * !!        .     .     .0       !
 1979.2!                              *  +    !!        . 0   .     .        !
 1979.3!                             +   *    !!        .     .     0        !
 1979.4!                          *    +      !!       0.     .     .        !
 1980.1!                         +  *         !!        .     .   0 .        !
 1980.2!                           +     *    !!        .     .     .0       !
 1980.3!                             * +      !!        .   0 .     .        !
 1980.4!                           *+         !!        .    0.     .        !
 1981.1!                        *  +          !!        .  0  .     .        !
 1981.2!                       *+             !!        .    0.     .        !
 1981.3!                       + *            !!        .     . 0   .        !
 1981.4!                        +             !!        .    0.     .        !
 1982.1!                        +      *      !!        .     .     .  0     !
 1982.2!                             +        *!        .     .     .    0   !
 1982.3!                                   + *!!        .     . 0   .        !
 1982.4!                            *      +  !!      0 .     .     .        !
 1983.1!                           +  *       !!        .     .  0  .        !
 1983.2!                             +        !!        .     .0    .        !
 1983.3!                          * +         !!        .  0  .     .        !
 1983.4!                          +           !!        .     .0    .        !
 1984.1!                          +  *        !!        .     .   0 .        !
 1984.2!                            +    *    !!        .     .     .0       !
 1984.3!                               +      !!        .     0     .        !
 1984.4!                              + *     !!        .     . 0   .        !
 1985.1!                              +*      !!        .     .0    .        !
 1985.2!                            * +       !!        .   0 .     .        !
 1985.3!                            +         !!        .     .0    .        !
 1985.4!               *           +          !0        .     .     .        !
 1986.1!                 +         *          !!        .     .     .      0 !
 1986.2!                          +           !!        .     0     .        !
 1986.3!                         + *          !!        .     . 0   .        !
 1986.4!                          +   *       !!        .     .    0.        !
 1987.1!                            *+        !!        .    0.     .        !
 1987.2!                  *        +          !!    0   .     .     .        !
 1987.3!                   +       *          !!        .     .     .   0    !
 1987.4!                         *+           !!        .    0.     .        !
 1988.1!                        +             !!        .     0     .        !
 1988.2!                        +             !!        .     0     .        !
 1988.3!                        +             !!        .     0     .        !
 1988.4!                        +*            !!        .     . 0   .        !
 1989.1!                         +       *    !!        .     .     .   0    !
 1989.2!                              *+      !!        .   0 .     .        !
 1989.3!                            +  *      !!        .     .   0 .        !
 1989.4!                             *+       !!        .    0.     .        !
 1990.1!                            +  *      !!        .     .  0  .        !
 1990.2!                             +        !!        .    0.     .        !
 1990.3!                            +      *  !!        .     .     .   0    !
 1990.4!                           *     +    !!      0 .     .     .        !
 1991.1!                          +  *        !!        .     .  0  .        !
 1991.2!                           *+         !!        .    0.     .        !
 1991.3!                          + *         !!        .     . 0   .        !
 1991.4!                        *  +          !!        . 0   .     .        !
 1992.1!                       +  *           !!        .     .  0  .        !
 1992.2!                         +    *       !!        .     .     0        !
 1992.3!                          * +         !!        .  0  .     .        !
 1992.4!                         +            !!        .     0     .        !
 1993.1!                        +  *          !!        .     .   0 .        !
 1993.2!                          +  *        !!        .     .   0 .        !
 1993.3!                            +         !!        .     0     .        !
 1993.4!                          +       *   !!        .     .     .  0     !
 1994.1!                                +*    !!        .     . 0   .        !
 1994.2!                               +    * !!        .     .     .0       !
 1994.3!                              *   +   !!        .0    .     .        !
 1994.4!                          * +         !!        .  0  .     .        !
 1995.1!                      *   +           !!        . 0   .     .        !
 1995.2!                      +   *           !!        .     .    0.        !
 1995.3!                         +            !!        .     .0    .        !
 1995.4!                         +            !!        .     .0    .        !
 1996.1!                      *  +            !!        .  0  .     .        !
 1996.2!                      + *             !!        .     . 0   .        !
 1996.3!                        +     *       !!        .     .     . 0      !
 1996.4!                           *+         !!        .   0 .     .        !
 1997.1!                         *+           !!        .    0.     .        !
 1997.2!                     *   +            !!        .0    .     .        !
 1997.3!                     +     *          !!        .     .     . 0      !
 1997.4!                 *        +           !!   0    .     .     .        !
 1998.1!                  +     *             !!        .     .     .0       !
 1998.2!                       *+             !!        .    0.     .        !
 1998.3!                       +   *          !!        .     .     0        !
 1998.4!                    *     +           !!      0 .     .     .        !
 1999.1!                     +          *     !!        .     .     .        0
 1999.2!                            * +       !!        . 0   .     .        !
 1999.3!                           +*         !!        .     . 0   .        !
 1999.4!                     *     +          !!      0 .     .     .        !
 2000.1!                     *+               !!        .    0.     .        !
 2000.2!                     +     *          !!        .     .     . 0      !
 2000.3!                    *      +          !!      0 .     .     .        !
 2000.4!                    + *               !!        .     . 0   .        !
 2001.1!                      +    *          !!        .     .     0        !
 2001.2!                          +           !!        .     0     .        !
 2001.3!                          +           !!        .     .0    .        !
 2001.4!                         +  *         !!        .     .  0  .        !
 2002.1!                         * +          !!        .   0 .     .        !
 2002.2!                    *    +            !!        0     .     .        !
 2002.3!                    +                 !!        .     0     .        !
 2002.4!                    *+                !!        .   0 .     .        !
 2003.1!                    +     *           !!        .     .     .0       !
 2003.2!                   *     +            !!       0.     .     .        !
 2003.3!                    + *               !!        .     .  0  .        !
 2003.4!                   *  +               !!        . 0   .     .        !
 2004.1!                    +  *              !!        .     .   0 .        !
 2004.2!                      *+              !!        .    0.     .        !
 2004.3!                     *+               !!        .   0 .     .        !
 2004.4!                     + *              !!        .     . 0   .        !
 2005.1!                       + *            !!        .     .  0  .        !
 2005.2!                     *  +             !!        . 0   .     .        !
 2005.3!                     + *              !!        .     . 0   .        !
 2005.4!                  *    +              !!        0     .     .        !
 2006.1!                 * +                  !!        .   0 .     .        !
 2006.2!              *   +                   !!        .0    .     .        !
 2006.3!              *+                      !!        .   0 .     .        !
 2006.4!               +                      !!        .     0     .        !
 2007.1!                +*                    !!        .     .0    .        !
 2007.2!                * +                   !!        .  0  .     .        !
 2007.3!              *  +                    !!        .  0  .     .        !
 2007.4!          *     +                     !!       0.     .     .        !
 2008.1!         *  +                         !!        . 0   .     .        !
 2008.2!           +  *                       !!        .     .   0 .        !
 2008.3!                +                     !!        .     0     .        !
 2008.4!                 +     *              !!        .     .     .0       !
 2009.1!                       +              !!        .     0     .        !
 2009.2!              *        +              !!   0    .     .     .        !
 2009.3!             * +                      !!        .  0  .     .        !
 2009.4!        *      +                      !!      0 .     .     .        !
 2010.1!           +                          !!        .     .0    .        !
 2010.2!       *     +                        !!     0  .     .     .        !
 2010.3!      *  +                            !!        .0    .     .        !
 2010.4!         +                            !!        .     0     .        !
 2011.1!        *  +                          !!        . 0   .     .        !
 2011.2*          +                           !!0       .     .     .        !
 2011.3!  *+                                  !!        .    0.     .        !
 2011.4!      +   *                           !!        .     .     0        !
 2012.1!    *        +                        !!   0    .     .     .        !
 2012.2!  *    +                              !!       0.     .     .        !
 2012.3!      +*                              !!        .     .0    .        !
 2012.4! *        +                           !!   0    .     .     .        !


     31.91 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITLI=ITPX$/LIPMM;                                                      
 GENR LAAITLI=LOG(AAITLI+.00001);                                             
 GENR LAITLI=LOG(AITLI+.00001);                                               
 LHS AAITLI=EXP(LAAITLI)-.00001;                                              
  EQ 3199 LAAITLI C LAITLI(-1) PITLI;                                         
EQUATION 1644  LAAITLI  
   RHS     C  LAITLI(-1)  PITLI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1644 PLOT=0;END;                                                     

Equation number = 1644
**********************

Dependent variable = LAAITLI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -1.235470888

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.226558520       0.132358499   1.71170     1.000000
15341 LAITLI  ( -1)       0.763281984       0.050328879  15.16588    -1.226908
15339 PITLI   (  0)      -0.601608649       0.182090040  -3.30391     0.873579

SE of equation            =     0.216082314
Sum of squared residuals  =  8.63793978       0.988098492E-12
Average absolute error    =     0.101756787
Sum of ABS residuals      =  19.1302760    
R squared                 =   0.71907
Durbin-Watson statistic   =   2.07876
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                   +  !!             .0.             !
 1966.2!                                   +  !!             .0.             !
 1966.3!                                   +* !!             ..0             !
 1966.4!                                    + !!             .0.             !
 1967.1!                                    +*!!             ..0             !
 1967.2!                                    + !!             .0.             !
 1967.3!                                   + *!!             ..0             !
 1967.4!                                    +*!!             .0.             !
 1968.1!                                    + !!             .0.             !
 1968.2!                                   *+ !!             .0.             !
 1968.3!                                   +* !!             ..0             !
 1968.4!                                    + !!             .0.             !
 1969.1!                                   +* !!             .0.             !
 1969.2!                                  *+  !!             0..             !
 1969.3!                                 *+   !!             0..             !
 1969.4!                                * +   !!             0..             !
 1970.1!                                *+    !!             .0.             !
 1970.2!                                 +    !!             .0.             !
 1970.3!                                 *+   !!             0..             !
 1970.4!                                  +   !!             .0.             !
 1971.1!                                 *+   !!             .0.             !
 1971.2!                                  +*  !!             .0.             !
 1971.3!                                   +* !!             ..0             !
 1971.4!                                   *+ !!             .0.             !
 1972.1!                                  *+  !!             .0.             !
 1972.2!                                   +* !!             .0.             !
 1972.3!                                   + *!!             ..0             !
 1972.4!                                    +*!!             .0.             !
 1973.1!                                 *   +!!            0...             !
 1973.2!                                  + * !!             ..0             !
 1973.3!                                    + !!             .0.             !
 1973.4!                                    +*!!             .0.             !
 1974.1!                                    +*!!             .0.             !
 1974.2!                                   * +!!             0..             !
 1974.3!                                   + *!!             ..0             !
 1974.4!                                    + !!             .0.             !
 1975.1!                                    + !!             .0.             !
 1975.2!                                   *+ !!             .0.             !
 1975.3!                                   +  !!             .0.             !
 1975.4!                                 * +  !!             0..             !
 1976.1!                                  +*  !!             ..0             !
 1976.2!                                   +  !!             .0.             !
 1976.3!                                  *+  !!             .0.             !
 1976.4!                                   +  !!             .0.             !
 1977.1!                                   +* !!             .0.             !
 1977.2!                                   *+ !!             .0.             !
 1977.3!                                   +  !!             .0.             !
 1977.4!                                   +  !!             .0.             !
 1978.1!                                  *+  !!             .0.             !
 1978.2!                                   +  !!             .0.             !
 1978.3!                                  *+  !!             0..             !
 1978.4!                                  + * !!             ..0             !
 1979.1!                                  * + !!             0..             !
 1979.2!                                   +* !!             .0.             !
 1979.3!                                   +  !!             .0.             !
 1979.4!                                   +* !!             ..0             !
 1980.1!                                    + !!             .0.             !
 1980.2!                                    + !!             .0.             !
 1980.3!                                   +* !!             .0.             !
 1980.4!                                    + !!             .0.             !
 1981.1!                                    + !!             .0.             !
 1981.2!                                   +* !!             ..0             !
 1981.3!                                    + *!             ..0             !
 1981.4!                                     +!!             .0.             !
 1982.1!                                    +*!!             .0.             !
 1982.2!                                   *+ !!             .0.             !
 1982.3!                                   +* !!             .0.             !
 1982.4!                                   +* !!             .0.             !
 1983.1!                                   +  *!             ..0             !
 1983.2!                                    *+!!             .0.             !
 1983.3!                                    +*!!             ..0             !
 1983.4!                                     +!!             .0.             !
 1984.1!                                    +*!!             .0.             !
 1984.2!                                  * + !!             0..             !
 1984.3!                                   +* !!             ..0             !
 1984.4!                                    + !!             .0.             !
 1985.1!                                    +*!!             ..0             !
 1985.2!                                    + !!             .0.             !
 1985.3!                                    + !!             .0.             !
 1985.4!                                  * + !!             0..             !
 1986.1!                                  +   !!             .0.             !
 1986.2!                                  +*  !!             .0.             !
 1986.3!                                  +*  !!             .0.             !
 1986.4!                                *  +  !!             0..             !
 1987.1!                                + *   !!             ..0             !
 1987.2!                                  + * !!             ..0             !
 1987.3!                                   +  !!             .0.             !
 1987.4!                                  *+  !!             .0.             !
 1988.1!                                  +   !!             .0.             !
 1988.2!                                  +*  !!             .0.             !
 1988.3!                                 * +  !!             0..             !
 1988.4!                                 +*   !!             .0.             !
 1989.1!                                  +   !!             .0.             !
 1989.2!                                  +   !!             .0.             !
 1989.3!                                  +   !!             .0.             !
 1989.4!                                  +   !!             .0.             !
 1990.1!                              *   +   !!            0...             !
 1990.2!                               +      !!             .0.             !
 1990.3!                               + *    !!             ..0             !
 1990.4!                                 +*   !!             ..0             !
 1991.1!                                  +   !!             .0.             !
 1991.2!                                  +   !!             .0.             !
 1991.3!                                  +   !!             .0.             !
 1991.4!                                 +*   !!             .0.             !
 1992.1!                                 *+   !!             .0.             !
 1992.2!                                *+    !!             .0.             !
 1992.3!                                + *   !!             ..0             !
 1992.4!                                  +   !!             .0.             !
 1993.1!                                  +   !!             .0.             !
 1993.2!                                  +   !!             .0.             !
 1993.3!                                  +   !!             .0.             !
 1993.4!                               *  +   !!             0..             !
 1994.1!                                +     !!             .0.             !
 1994.2!                                *+    !!             0..             !
 1994.3!                                +     !!             .0.             !
 1994.4!                                *+    !!             .0.             !
 1995.1!                                 +    !!             .0.             !
 1995.2!                                 +    !!             .0.             !
 1995.3!                                 +    !!             .0.             !
 1995.4!                                 +    !!             .0.             !
 1996.1!                                 +    !!             .0.             !
 1996.2!                                *+    !!             .0.             !
 1996.3!                                +     !!             .0.             !
 1996.4!                              * +     !!             0..             !
 1997.1!                              +  *    !!             ..0             !
 1997.2!                               * +    !!             0..             !
 1997.3!                               +      !!             .0.             !
 1997.4!                               +*     !!             ..0             !
 1998.1!                                +*    !!             .0.             !
 1998.2!                                 +    !!             .0.             !
 1998.3!                               *+     !!             0..             !
 1998.4!                              *+      !!             0..             !
 1999.1!                              +*      !!             ..0             !
 1999.2!                               + *    !!             ..0             !
 1999.3!                                 +*   !!             ..0             !
 1999.4!                                 +*   !!             .0.             !
 2000.1!                                 +*   !!             ..0             !
 2000.2!                                  +   !!             .0.             !
 2000.3!                                 +  * !!             ...0            !
 2000.4!                                  *+  !!             0..             !
 2001.1!                                 +*   !!             ..0             !
 2001.2!                                  +*  !!             ..0             !
 2001.3!                                  + * !!             ..0             !
 2001.4!                                  +*  !!             .0.             !
 2002.1!                                 *+   !!             0..             !
 2002.2!                                +     !!             .0.             !
 2002.3!                                + *   !!             ..0             !
 2002.4!                                 +*   !!             ..0             !
 2003.1!                                 +    !!             .0.             !
 2003.2!                                +  *  !!             ..0             !
 2003.3!                                 +*   !!             .0.             !
 2003.4!                                 +*   !!             .0.             !
 2004.1!                                + *   !!             ..0             !
 2004.2!                              * +     !!             0..             !
 2004.3!                              +   *   !!             ...0            !
 2004.4!                               * +    !!             0..             !
 2005.1!                              +*      !!             ..0             !
 2005.2!                              *+      !!             .0.             !
 2005.3!                              +       !!             .0.             !
 2005.4!                              +*      !!             ..0             !
 2006.1!                              +*      !!             ..0             !
 2006.2!                             * +      !!             0..             !
 2006.3!                           * +        !!             0..             !
 2006.4!                           +*         !!             .0.             !
 2007.1!                           +          !!             .0.             !
 2007.2!                           + *        !!             ..0             !
 2007.3!                           * +        !!             0..             !
 2007.4!                          + *         !!             ..0             !
 2008.1!                           + *        !!             ..0             !
 2008.2!                            +*        !!             ..0             !
 2008.3!                            +*        !!             .0.             !
 2008.4!                            + *       !!             ..0             !
 2009.1!                           * +        !!             0..             !
 2009.2!                          +*          !!             .0.             !
 2009.3!                          +           !!             .0.             !
 2009.4!                         + *          !!             ..0             !
 2010.1!                           +          !!             .0.             !
 2010.2!                        *  +          !!             0..             !
 2010.3!                         +            !!             .0.             !
 2010.4!                        +  *          !!             ..0             !
 2011.1!                          *+          !!             .0.             !
 2011.2*                           +          !0             ...             !
 2011.3!      +*                              !!             ..0             !
 2011.4!             +     *                  !!             ... 0           !
 2012.1!                      +               !!             .0.             !
 2012.2!                    *   +             !!            0...             !
 2012.3!                      +               !!             .0.             !
 2012.4!                 *      +             !!          0  ...             !


      5.32 percent of the residuals exceed 1 SE
      1.60 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNELI=NEPX$/LIPMM;                                                      
 GENR LAANELI=LOG(AANELI+.00001);                                             
 GENR LANELI=LOG(ANELI+.00001);                                               
 LHS AANELI=EXP(LAANELI)-.00001;                                              
  EQ 3200 LAANELI C LANELI(-1) PNELI;                                         
EQUATION 1645  LAANELI  
   RHS     C  LANELI(-1)  PNELI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1645 PLOT=0;END;                                                     

Equation number = 1645
**********************

Dependent variable = LAANELI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.613615325

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.776190820       0.238870561  -3.24942     1.000000
15344 LANELI  ( -1)       0.634436687       0.057545037  11.02505    -3.613543
15342 PNELI   (  0)      -0.480483666       0.203367879  -2.36263     1.133983

SE of equation            =     0.257959283
Sum of squared residuals  =  12.3104534      -0.755617791E-11
Average absolute error    =     0.197103694
Sum of ABS residuals      =  37.0554945    
R squared                 =   0.49244
Durbin-Watson statistic   =   2.48614
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!             *     +                  !!           0  .  .           !
 1966.2!              +  *                    !!           .  .0 .           !
 1966.3!            *    +                    !!           0  .  .           !
 1966.4!        *     +                       !!           0  .  .           !
 1967.1!           +       *                  !!           .  .  .0          !
 1967.2!                  +    *              !!           .  . 0.           !
 1967.3!                     +  *             !!           .  . 0.           !
 1967.4!                      +  *            !!           .  .0 .           !
 1968.1!                   *  +               !!           . 0.  .           !
 1968.2!               *   +                  !!           .0 .  .           !
 1968.3!                +     *               !!           .  .  0           !
 1968.4!                  * +                 !!           . 0.  .           !
 1969.1!                  +     *             !!           .  .  0           !
 1969.2!                     +    *           !!           .  . 0.           !
 1969.3!                      *+              !!           . 0.  .           !
 1969.4!                     +*               !!           .  .0 .           !
 1970.1!                     +     *          !!           .  .  0           !
 1970.2!                  *      +            !!          0.  .  .           !
 1970.3!                   +   *              !!           .  . 0.           !
 1970.4!                      + *             !!           .  .0 .           !
 1971.1!                       +*             !!           .  0  .           !
 1971.2!                   *   +              !!           .0 .  .           !
 1971.3!                   +                  !!           .  0  .           !
 1971.4!                   +                  !!           .  0  .           !
 1972.1!                 * +                  !!           . 0.  .           !
 1972.2!                  +*                  !!           .  .0 .           !
 1972.3!                  *+                  !!           .  0  .           !
 1972.4!           *      +                   !!          0.  .  .           !
 1973.1!              +      *                !!           .  .  .0          !
 1973.2!               *    +                 !!           0  .  .           !
 1973.3!             *  +                     !!           . 0.  .           !
 1973.4!               +    *                 !!           .  .  0           !
 1974.1!        *          +                  !!        0  .  .  .           !
 1974.2!           +  *                       !!           .  . 0.           !
 1974.3!           *   +                      !!           .0 .  .           !
 1974.4!             +                        !!           .  0  .           !
 1975.1!         *   +                        !!           .0 .  .           !
 1975.2!           *+                         !!           .  0  .           !
 1975.3!              +*                      !!           .  .0 .           !
 1975.4!                +    *                !!           .  .  0           !
 1976.1!             *     +                  !!          0.  .  .           !
 1976.2!             *+                       !!           .  0  .           !
 1976.3!   *          +                       !!        0  .  .  .           !
 1976.4!        +                             !!           .  0  .           !
 1977.1!      *   +                           !!           .0 .  .           !
 1977.2!      *  +                            !!           .0 .  .           !
 1977.3!         +    *                       !!           .  .  0           !
 1977.4!      *       +                       !!          0.  .  .           !
 1978.1!        *+                            !!           . 0.  .           !
 1978.2!    *      +                          !!          0.  .  .           !
 1978.3!         +*                           !!           .  0  .           !
 1978.4*            +                         !!       0   .  .  .           !
 1979.1!  *  +                                !!           .0 .  .           !
 1979.2!       +  *                           !!           .  . 0.           !
 1979.3!    *       +                         !!         0 .  .  .           !
 1979.4!     *  +                             !!           .0 .  .           !
 1980.1!        + *                           !!           .  .0 .           !
 1980.2!*           +                         !!        0  .  .  .           !
 1980.3!      +*                              !!           .  .0 .           !
 1980.4!          +*                          !!           .  0  .           !
 1981.1!             +                        !!           .  0  .           !
 1981.2!      *       +                       !!          0.  .  .           !
 1981.3!     *    +                           !!           0  .  .           !
 1981.4!        +                             !!           .  0  .           !
 1982.1!    *      +                          !!          0.  .  .           !
 1982.2!        +          *                  !!           .  .  .  0        !
 1982.3!                 +                    !!           .  0  .           !
 1982.4!                +  *                  !!           .  . 0.           !
 1983.1!                  +      *            !!           .  .  .0          !
 1983.2!                     +   *            !!           .  . 0.           !
 1983.3!               *      +               !!           0  .  .           !
 1983.4!               +          *           !!           .  .  .  0        !
 1984.1!                      +               !!           .  0  .           !
 1984.2!                   *+                 !!           .  0  .           !
 1984.3!                  +                   !!           .  0  .           !
 1984.4!                 + *                  !!           .  .0 .           !
 1985.1!                  +*                  !!           .  .0 .           !
 1985.2!            *     +                   !!           0  .  .           !
 1985.3!             +          *             !!           .  .  .  0        !
 1985.4!                 *   +                !!           .0 .  .           !
 1986.1!                  +         *         !!           .  .  .  0        !
 1986.2!                        + *           !!           .  .0 .           !
 1986.3!                       +  *           !!           .  . 0.           !
 1986.4!                        +  *          !!           .  . 0.           !
 1987.1!                       * +            !!           . 0.  .           !
 1987.2!                     +  *             !!           .  . 0.           !
 1987.3!                       +*             !!           .  .0 .           !
 1987.4!                      +     *         !!           .  .  0           !
 1988.1!                         +    *       !!           .  .  0           !
 1988.2!                           +   *      !!           .  . 0.           !
 1988.3!                      *    +          !!           0  .  .           !
 1988.4!                      +          *    !!           .  .  .  0        !
 1989.1!                  *         +         !!        0  .  .  .           !
 1989.2!                   +        *         !!           .  .  . 0         !
 1989.3!                         +     *      !!           .  .  0           !
 1989.4!                           + *        !!           .  .0 .           !
 1990.1!                         +         *  !!           .  .  . 0         !
 1990.2!                             +    *   !!           .  .  0           !
 1990.3!                             +     *  !!           .  .  0           !
 1990.4!                      *     +         !!          0.  .  .           !
 1991.1!                     +       *        !!           .  .  . 0         !
 1991.2!                        *+            !!           . 0.  .           !
 1991.3!                       +     *        !!           .  .  0           !
 1991.4!                        *+            !!           . 0.  .           !
 1992.1!                      +        *      !!           .  .  .0          !
 1992.2!                          *+          !!           . 0.  .           !
 1992.3!                       +  *           !!           .  .0 .           !
 1992.4!                       +   *          !!           .  . 0.           !
 1993.1!                         +      *     !!           .  .  .0          !
 1993.2!                            + *       !!           .  .0 .           !
 1993.3!                          + *         !!           .  .0 .           !
 1993.4!                         +       *    !!           .  .  . 0         !
 1994.1!                            *+        !!           .  0  .           !
 1994.2!                         +   *        !!           .  . 0.           !
 1994.3!                         +            !!           .  0  .           !
 1994.4!                       +  *           !!           .  . 0.           !
 1995.1!                       +   *          !!           .  . 0.           !
 1995.2!                       *+             !!           .  0  .           !
 1995.3!                      + *             !!           .  .0 .           !
 1995.4!                      +               !!           .  0  .           !
 1996.1!                     +     *          !!           .  .  0           !
 1996.2!                   *     +            !!           0  .  .           !
 1996.3!                   +      *           !!           .  .  .0          !
 1996.4!                 *      +             !!          0.  .  .           !
 1997.1!             *     +                  !!           0  .  .           !
 1997.2!                +  *                  !!           .  .0 .           !
 1997.3!                    +                 !!           .  0  .           !
 1997.4!                    +*                !!           .  0  .           !
 1998.1!             *       +                !!          0.  .  .           !
 1998.2!                +        *            !!           .  .  . 0         !
 1998.3!                    *   +             !!           .0 .  .           !
 1998.4!                   *+                 !!           . 0.  .           !
 1999.1!                     +  *             !!           .  . 0.           !
 1999.2!                       +     *        !!           .  .  0           !
 1999.3!                        *  +          !!           .0 .  .           !
 1999.4!                        + *           !!           .  .0 .           !
 2000.1!                         +     *      !!           .  .  0           !
 2000.2!                          * +         !!           . 0.  .           !
 2000.3!                         + *          !!           .  .0 .           !
 2000.4!                         +    *       !!           .  . 0.           !
 2001.1!                           +         *!!           .  .  . 0         !
 2001.2!                        *       +     !!          0.  .  .           !
 2001.3!                        +*            !!           .  .0 .           !
 2001.4!                         + *          !!           .  .0 .           !
 2002.1!                          +     *     !!           .  .  0           !
 2002.2!                       *     +        !!           0  .  .           !
 2002.3!                       +*             !!           .  0  .           !
 2002.4!                        +   *         !!           .  . 0.           !
 2003.1!                        * +           !!           . 0.  .           !
 2003.2!                       + *            !!           .  .0 .           !
 2003.3!                       *+             !!           . 0.  .           !
 2003.4!                 *     +              !!           0  .  .           !
 2004.1!                  *+                  !!           . 0.  .           !
 2004.2!                    +*                !!           .  .0 .           !
 2004.3!            *         +               !!         0 .  .  .           !
 2004.4!                +*                    !!           .  .0 .           !
 2005.1!          *        +                  !!         0 .  .  .           !
 2005.2!               + *                    !!           .  .0 .           !
 2005.3!                   +                  !!           .  0  .           !
 2005.4!                    +*                !!           .  0  .           !
 2006.1!            *         +               !!         0 .  .  .           !
 2006.2!               *+                     !!           . 0.  .           !
 2006.3!                * +                   !!           . 0.  .           !
 2006.4!             *    +                   !!           0  .  .           !
 2007.1!                +   *                 !!           .  . 0.           !
 2007.2!                     +                !!           .  0  .           !
 2007.3!                     +  *             !!           .  .0 .           !
 2007.4!                   *   +              !!           .0 .  .           !
 2008.1!           *       +                  !!          0.  .  .           !
 2008.2!      *        +                      !!         0 .  .  .           !
 2008.3!            +*                        !!           .  .0 .           !
 2008.4!             *   +                    !!           .0 .  .           !
 2009.1!               * +                    !!           . 0.  .           !
 2009.2!                  +*                  !!           .  0  .           !
 2009.3!                *   +                 !!           .0 .  .           !
 2009.4!             *    +                   !!           0  .  .           !
 2010.1!               *+                     !!           . 0.  .           !
 2010.2!          *       +                   !!         0 .  .  .           !
 2010.3!       *       +                      !!         0 .  .  .           !
 2010.4!           * +                        !!           . 0.  .           !
 2011.1!               +      *               !!           .  .  0           !
 2011.2!     *                +               !!     0     .  .  .           !
 2011.3!           +                          *!           .  .  .           0
 2011.4!                             *  +     !!           .0 .  .           !
 2012.1!                 *         +          !!        0  .  .  .           !
 2012.2!                   +       *          !!           .  .  .0          !
 2012.3!                         *+           !!           . 0.  .           !
 2012.4!                    *   +             !!           0  .  .           !


     31.91 percent of the residuals exceed 1 SE
      1.60 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTLI=STPX$/LIPMM;                                                      
 GENR LAASTLI=LOG(AASTLI+.00001);                                             
 GENR LASTLI=LOG(ASTLI+.00001);                                               
 LHS AASTLI=EXP(LAASTLI)-.00001;                                              
  EQ 3201 LAASTLI C LASTLI(-1) PSTLI;                                         
EQUATION 1646  LAASTLI  
   RHS     C  LASTLI(-1)  PSTLI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1646 PLOT=0;END;                                                     

Equation number = 1646
**********************

Dependent variable = LAASTLI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.091239982

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.666857881       0.270165208  -6.16977     1.000000
15347 LASTLI  ( -1)       0.460402575       0.064635906   7.12302    -4.091116
15345 PSTLI   (  0)      -0.602917120       0.201311916  -2.99494     0.897009

SE of equation            =     0.426746967
Sum of squared residuals  =  33.6909002       0.711919412E-11
Average absolute error    =     0.301807119
Sum of ABS residuals      =  56.7397383    
R squared                 =   0.30628
Durbin-Watson statistic   =   2.24190
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                            +  *      !!           .  . 0.           !
 1966.2!                       *       +      !!        0  .  .  .           !
 1966.3!                           +  *       !!           .  . 0.           !
 1966.4!                        *      +      !!          0.  .  .           !
 1967.1!                          * +         !!           . 0.  .           !
 1967.2!                          *  +        !!           .0 .  .           !
 1967.3!                           * +        !!           . 0.  .           !
 1967.4!                             +     *  !!           .  .  .0          !
 1968.1!                        *        +    !!        0  .  .  .           !
 1968.2!                           +          *!           .  .  .   0       !
 1968.3!                                  +   !!           .  0  .           !
 1968.4!                                +    *!!           .  .  0           !
 1969.1!                                  +   *!           .  .  0           !
 1969.2!                                 *+   !!           . 0.  .           !
 1969.3!                                +   * !!           .  .  0           !
 1969.4!                                 + *  !!           .  . 0.           !
 1970.1!                       *         +    !!       0   .  .  .           !
 1970.2!                            +*        !!           .  .0 .           !
 1970.3!                              + *     !!           .  .0 .           !
 1970.4!                               +      !!           .  0  .           !
 1971.1!                               +      !!           .  0  .           !
 1971.2!                               +   *  !!           .  .  0           !
 1971.3!                     *           +    !!      0    .  .  .           !
 1971.4!                          +    *      !!           .  .  0           !
 1972.1!                         *    +       !!          0.  .  .           !
 1972.2!                         *  +         !!           .0 .  .           !
 1972.3!                           +*         !!           .  0  .           !
 1972.4!                          *  +        !!           .0 .  .           !
 1973.1!                            +   *     !!           .  .  0           !
 1973.2!                               +      !!           .  .0 .           !
 1973.3!                           *  +       !!           .0 .  .           !
 1973.4!                            + *       !!           .  .0 .           !
 1974.1!                         *    +       !!           0  .  .           !
 1974.2!                            +         !!           .  0  .           !
 1974.3!                             +        !!           .  0  .           !
 1974.4!                             +*       !!           .  .0 .           !
 1975.1!                     *        +       !!        0  .  .  .           !
 1975.2!                         +*           !!           .  0  .           !
 1975.3!                         *  +         !!           .0 .  .           !
 1975.4!                           +   *      !!           .  . 0.           !
 1976.1!                             +        !!           .  0  .           !
 1976.2!                             + *      !!           .  . 0.           !
 1976.3!                              +*      !!           .  .0 .           !
 1976.4!                              +    *  !!           .  .  .0          !
 1977.1!                                +     !!           .  0  .           !
 1977.2!                             *+       !!           . 0.  .           !
 1977.3!                             +*       !!           .  .0 .           !
 1977.4!                             +   *    !!           .  .  0           !
 1978.1!                              +  *    !!           .  . 0.           !
 1978.2!                              +    *  !!           .  .  .0          !
 1978.3!                            * +       !!           . 0.  .           !
 1978.4!                       *    +         !!           0  .  .           !
 1979.1!                     *   +            !!           0  .  .           !
 1979.2!                   *     +            !!          0.  .  .           !
 1979.3!                     *  +             !!           .0 .  .           !
 1979.4!                     *   +            !!           .0 .  .           !
 1980.1!                      *  +            !!           .0 .  .           !
 1980.2!                      *   +           !!           0  .  .           !
 1980.3!                         + *          !!           .  .0 .           !
 1980.4!                           *+         !!           . 0.  .           !
 1981.1!                       *    +         !!          0.  .  .           !
 1981.2!                   *      +           !!         0 .  .  .           !
 1981.3!                    *    +            !!           0  .  .           !
 1981.4!                       * +            !!           . 0.  .           !
 1982.1!                       *  +           !!           .0 .  .           !
 1982.2!                          +           !!           .  0  .           !
 1982.3!                           *+         !!           .  0  .           !
 1982.4!                            +  *      !!           .  . 0.           !
 1983.1!                             +        !!           .  0  .           !
 1983.2!                            *+        !!           .  0  .           !
 1983.3!                            + *       !!           .  .0 .           !
 1983.4!                             +*       !!           .  .0 .           !
 1984.1!                             +        !!           .  0  .           !
 1984.2!                             +   *    !!           .  .  0           !
 1984.3!                               +*     !!           .  .0 .           !
 1984.4!                              +*      !!           .  .0 .           !
 1985.1!                             *+       !!           . 0.  .           !
 1985.2!                           * +        !!           .0 .  .           !
 1985.3!                            +      *  !!           .  .  . 0         !
 1985.4!                             * +      !!           .0 .  .           !
 1986.1!                             +*       !!           .  .0 .           !
 1986.2!                             +  *     !!           .  . 0.           !
 1986.3!                          *  +        !!           .0 .  .           !
 1986.4!                           +   *      !!           .  .  0           !
 1987.1!                             +*       !!           .  .0 .           !
 1987.2!                             +        !!           .  .0 .           !
 1987.3!                            +  *      !!           .  . 0.           !
 1987.4!                             + *      !!           .  .0 .           !
 1988.1!                          *  +        !!           .0 .  .           !
 1988.2!                       *   +          !!           .0 .  .           !
 1988.3!                          +           !!           .  0  .           !
 1988.4!                           +          !!           .  0  .           !
 1989.1!                         * +          !!           . 0.  .           !
 1989.2!                         * +          !!           .0 .  .           !
 1989.3!                       *  +           !!           .0 .  .           !
 1989.4!                          +*          !!           .  .0 .           !
 1990.1!                         * +          !!           . 0.  .           !
 1990.2!                          +    *      !!           .  .  0           !
 1990.3!                       *     +        !!          0.  .  .           !
 1990.4!                         +  *         !!           .  . 0.           !
 1991.1!                         * +          !!           .0 .  .           !
 1991.2!                          + *         !!           .  .0 .           !
 1991.3!                           +         *!!           .  .  .   0       !
 1991.4!                             *  +     !!           . 0.  .           !
 1992.1!                            +         !!           .  0  .           !
 1992.2!                         *  +         !!           .0 .  .           !
 1992.3!                          +     *     !!           .  .  .0          !
 1992.4!                        *    +        !!          0.  .  .           !
 1993.1!                          +*          !!           .  .0 .           !
 1993.2!                          *+          !!           . 0.  .           !
 1993.3!                          +      *    !!           .  .  .0          !
 1993.4!                             +  *     !!           .  . 0.           !
 1994.1!                             + *      !!           .  .0 .           !
 1994.2!                            + *       !!           .  .0 .           !
 1994.3!                            +      *  !!           .  .  . 0         !
 1994.4!                            * +       !!           .0 .  .           !
 1995.1!                           +          !!           .  0  .           !
 1995.2!                          +*          !!           .  0  .           !
 1995.3!                          + *         !!           .  .0 .           !
 1995.4!                           +          !!           .  0  .           !
 1996.1!               *           +          !!      0    .  .  .           !
 1996.2!                     +   *            !!           .  . 0.           !
 1996.3!                          +*          !!           .  .0 .           !
 1996.4!                           +  *       !!           .  . 0.           !
 1997.1!                     *       +        !!         0 .  .  .           !
 1997.2!                        +  *          !!           .  . 0.           !
 1997.3!                           + *        !!           .  .0 .           !
 1997.4!                            +         !!           .  0  .           !
 1998.1!                   *       +          !!        0  .  .  .           !
 1998.2!                       +     *        !!           .  .  .0          !
 1998.3!                            +      *  !!           .  .  . 0         !
 1998.4!                              +       !!           .  0  .           !
 1999.1!                           *+         !!           . 0.  .           !
 1999.2!                          +   *       !!           .  . 0.           !
 1999.3!                          * +         !!           . 0.  .           !
 1999.4!                          +  *        !!           .  . 0.           !
 2000.1!                            +  *      !!           .  . 0.           !
 2000.2!                             +        !!           .  0  .           !
 2000.3!                            +*        !!           .  .0 .           !
 2000.4!                            +  *      !!           .  . 0.           !
 2001.1!                             + *      !!           .  . 0.           !
 2001.2!                            +         !!           .  0  .           !
 2001.3!                           +*         !!           .  .0 .           !
 2001.4!                           + *        !!           .  .0 .           !
 2002.1!                           +  *       !!           .  . 0.           !
 2002.2!                            + *       !!           .  . 0.           !
 2002.3!                            +         !!           .  0  .           !
 2002.4!                           + *        !!           .  .0 .           !
 2003.1!                           +*         !!           .  0  .           !
 2003.2!                           +*         !!           .  .0 .           !
 2003.3!                           + *        !!           .  .0 .           !
 2003.4!                           + *        !!           .  .0 .           !
 2004.1!                           +   *      !!           .  .  0           !
 2004.2!                            +  *      !!           .  . 0.           !
 2004.3!                            +*        !!           .  .0 .           !
 2004.4!                           +   *      !!           .  .  0           !
 2005.1!                            + *       !!           .  . 0.           !
 2005.2!                            + *       !!           .  . 0.           !
 2005.3!                            +  *      !!           .  . 0.           !
 2005.4!                            +*        !!           .  0  .           !
 2006.1!                           +   *      !!           .  .  0           !
 2006.2!                            +  *      !!           .  . 0.           !
 2006.3!                            +  *      !!           .  . 0.           !
 2006.4!                            +  *      !!           .  . 0.           !
 2007.1!                            +   *     !!           .  . 0.           !
 2007.2!                             + *      !!           .  .0 .           !
 2007.3!                            + *       !!           .  .0 .           !
 2007.4!                            + *       !!           .  .0 .           !
 2008.1!                           +   *      !!           .  .  0           !
 2008.2!                            +         !!           .  0  .           !
 2008.3!                       *   +          !!           0  .  .           !
 2008.4!                        +             !!           .  0  .           !
 2009.1!                        +             !!           .  0  .           !
 2009.2!                 *      +             !!         0 .  .  .           !
 2009.3!              *      +                !!         0 .  .  .           !
 2009.4!               *    +                 !!           0  .  .           !
 2010.1!                 *  +                 !!           .0 .  .           !
 2010.2!                     +                !!           .  0  .           !
 2010.3!      *                +              !!  0        .  .  .           !
 2010.4*                +                     !!  0        .  .  .           !
 2011.1!             +       *                !!           .  .  .  0        !
 2011.2! *                    +               !0           .  .  .           !
 2011.3!            +             *           !!           .  .  .      0    !
 2011.4!                         +       *    !!           .  .  .  0        !
 2012.1!                      *     +         !!          0.  .  .           !
 2012.2!                       +              !!           .  0  .           !
 2012.3!                       +   *          !!           .  . 0.           !
 2012.4!                       * +            !!           . 0.  .           !


     21.28 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKLI=UKPX$/LIPMM;                                                      
 GENR LAAUKLI=LOG(AAUKLI+.00001);                                             
 GENR LAUKLI=LOG(AUKLI+.00001);                                               
 LHS AAUKLI=EXP(LAAUKLI)-.00001;                                              
  EQ 3202 LAAUKLI C LAUKLI(-1) PUKLI;                                         
EQUATION 1647  LAAUKLI  
   RHS     C  LAUKLI(-1)  PUKLI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1647 PLOT=0;END;                                                     

Equation number = 1647
**********************

Dependent variable = LAAUKLI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.600720155

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.452792929       0.285218851  -1.58753     1.000000
15350 LAUKLI  ( -1)       0.790536281       0.045898276  17.22366    -2.587778
15348 PUKLI   (  0)      -0.103877958       0.278114577  -0.37351     0.983794

SE of equation            =     0.378523189
Sum of squared residuals  =  26.5067638      -0.271693779E-11
Average absolute error    =     0.191127777
Sum of ABS residuals      =  35.9320221    
R squared                 =   0.62129
Durbin-Watson statistic   =   2.65988
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                    + *!            . .0.            !
 1966.2!                                    + *!            . .0.            !
 1966.3!                                    +*!!            . .0.            !
 1966.4!                                   +  *!            . .0.            !
 1967.1!                                    +*!!            . 0 .            !
 1967.2!                                   + *!!            . .0.            !
 1967.3!                                 * +  !!            .0. .            !
 1967.4!                                +*    !!            . 0 .            !
 1968.1!                                +   * !!            . . 0            !
 1968.2!                                   +* !!            . .0.            !
 1968.3!                                   +  !!            . 0 .            !
 1968.4!                                  + * !!            . .0.            !
 1969.1!                                  + * !!            . .0.            !
 1969.2!                                  +  *!!            . .0.            !
 1969.3!                                    + !!            . .0.            !
 1969.4!                                   + *!!            . .0.            !
 1970.1!                                  * + !!            .0. .            !
 1970.2!                                *+    !!            .0. .            !
 1970.3!                                +*    !!            . .0.            !
 1970.4!                                + *   !!            . .0.            !
 1971.1!                                *+    !!            . 0 .            !
 1971.2!                                +*    !!            . .0.            !
 1971.3!                                 +*   !!            . .0.            !
 1971.4!                                 +  * !!            . .0.            !
 1972.1!                                   +* !!            . .0.            !
 1972.2!                                  *+  !!            . 0 .            !
 1972.3!                                * +   !!            .0. .            !
 1972.4!                                +*    !!            . .0.            !
 1973.1!                                 +*   !!            . .0.            !
 1973.2!                                *+    !!            .0. .            !
 1973.3!                                +  *  !!            . . 0            !
 1973.4!                               *  +   !!            0 . .            !
 1974.1!                              *+      !!            .0. .            !
 1974.2!                              +       !!            . 0 .            !
 1974.3!                             *+       !!            . 0 .            !
 1974.4!                             +        !!            . 0 .            !
 1975.1!                              +       !!            . 0 .            !
 1975.2!                              +       !!            . 0 .            !
 1975.3!                              +       !!            . 0 .            !
 1975.4!                              + *     !!            . .0.            !
 1976.1!                               +      !!            . 0 .            !
 1976.2!                               +      !!            . 0 .            !
 1976.3!                              *+      !!            .0. .            !
 1976.4!                              +*      !!            . 0 .            !
 1977.1!                              *+      !!            . 0 .            !
 1977.2!                              +       !!            . 0 .            !
 1977.3!                              +       !!            . 0 .            !
 1977.4!                              + *     !!            . .0.            !
 1978.1!                                +     !!            . 0 .            !
 1978.2!                               +*     !!            . 0 .            !
 1978.3!                               +*     !!            . 0 .            !
 1978.4!                               +      !!            . 0 .            !
 1979.1!                               +      !!            . 0 .            !
 1979.2!                               +      !!            . 0 .            !
 1979.3!                               +      !!            . 0 .            !
 1979.4!                               +      !!            . 0 .            !
 1980.1!                               +      !!            . 0 .            !
 1980.2!                              +       !!            . 0 .            !
 1980.3!                             *+       !!            .0. .            !
 1980.4!                             +*       !!            . .0.            !
 1981.1!                              +*      !!            . .0.            !
 1981.2!                             * +      !!            .0. .            !
 1981.3!                            *+        !!            .0. .            !
 1981.4!                            + *       !!            . .0.            !
 1982.1!                             *+       !!            .0. .            !
 1982.2!                            *+        !!            . 0 .            !
 1982.3!                           *+         !!            .0. .            !
 1982.4!                            +*        !!            . 0 .            !
 1983.1!                           * +        !!            .0. .            !
 1983.2!                           +  *       !!            . .0.            !
 1983.3!                             *+       !!            . 0 .            !
 1983.4!                            *+        !!            .0. .            !
 1984.1!                           *+         !!            .0. .            !
 1984.2!                            +*        !!            . .0.            !
 1984.3!                           * +        !!            .0. .            !
 1984.4!                            +*        !!            . .0.            !
 1985.1!                            *+        !!            . 0 .            !
 1985.2!                             +        !!            . 0 .            !
 1985.3!                             +        !!            . 0 .            !
 1985.4!                             +*       !!            . .0.            !
 1986.1!                              +  *    !!            . . 0            !
 1986.2!                                *+    !!            .0. .            !
 1986.3!                               +      !!            . 0 .            !
 1986.4!                               +   *  !!            . . 0            !
 1987.1!                                  +   !!            . 0 .            !
 1987.2!                              *  +    !!            0 . .            !
 1987.3!                              + *     !!            . .0.            !
 1987.4!                               *+     !!            . 0 .            !
 1988.1!                               +*     !!            . 0 .            !
 1988.2!                              *+      !!            .0. .            !
 1988.3!                              + *     !!            . .0.            !
 1988.4!                               +      !!            . 0 .            !
 1989.1!                               +*     !!            . 0 .            !
 1989.2!                               +*     !!            . 0 .            !
 1989.3!                               +*     !!            . 0 .            !
 1989.4!                               +      !!            . 0 .            !
 1990.1!                               + *    !!            . .0.            !
 1990.2!                                +*    !!            . .0.            !
 1990.3!                               * +    !!            .0. .            !
 1990.4!                               +      !!            . 0 .            !
 1991.1!                               +      !!            . 0 .            !
 1991.2!                               +*     !!            . .0.            !
 1991.3!                                +     !!            . 0 .            !
 1991.4!                               *+     !!            .0. .            !
 1992.1!                               +*     !!            . .0.            !
 1992.2!                               + *    !!            . .0.            !
 1992.3!                               *+     !!            .0. .            !
 1992.4!                               + *    !!            . .0.            !
 1993.1!                              * +     !!            .0. .            !
 1993.2!                              +*      !!            . 0 .            !
 1993.3!                              + *     !!            . .0.            !
 1993.4!                                +*    !!            . .0.            !
 1994.1!                                +*    !!            . 0 .            !
 1994.2!                               *+     !!            .0. .            !
 1994.3!                              +       !!            . 0 .            !
 1994.4!                              +       !!            . 0 .            !
 1995.1!                              +*      !!            . 0 .            !
 1995.2!                               +*     !!            . 0 .            !
 1995.3!                               +*     !!            . 0 .            !
 1995.4!                              *+      !!            .0. .            !
 1996.1!                              +*      !!            . .0.            !
 1996.2!                               +      !!            . 0 .            !
 1996.3!                               +      !!            . 0 .            !
 1996.4!                              + *     !!            . .0.            !
 1997.1!                               +*     !!            . 0 .            !
 1997.2!                               +*     !!            . 0 .            !
 1997.3!                               +      !!            . 0 .            !
 1997.4!                               +*     !!            . .0.            !
 1998.1!                               *+     !!            . 0 .            !
 1998.2!                               +      !!            . 0 .            !
 1998.3!                               +*     !!            . .0.            !
 1998.4!                               +*     !!            . 0 .            !
 1999.1!                               +*     !!            . 0 .            !
 1999.2!                               +      !!            . 0 .            !
 1999.3!                               +      !!            . 0 .            !
 1999.4!                             * +      !!            .0. .            !
 2000.1!                             +  *     !!            . . 0            !
 2000.2!                               +      !!            . 0 .            !
 2000.3!                              +       !!            . 0 .            !
 2000.4!                              +*      !!            . .0.            !
 2001.1!                               +      !!            . 0 .            !
 2001.2!                             * +      !!            .0. .            !
 2001.3!                             +        !!            . 0 .            !
 2001.4!                             +*       !!            . 0 .            !
 2002.1!                              + *     !!            . .0.            !
 2002.2!                               +      !!            . 0 .            !
 2002.3!                             *+       !!            .0. .            !
 2002.4!                             +        !!            . 0 .            !
 2003.1!                             +*       !!            . .0.            !
 2003.2!                              +*      !!            . .0.            !
 2003.3!                               +      !!            . 0 .            !
 2003.4!                               +      !!            . 0 .            !
 2004.1!                           *  +       !!            0 . .            !
 2004.2!                           + *        !!            . .0.            !
 2004.3!                             +        !!            . 0 .            !
 2004.4!                             +        !!            . 0 .            !
 2005.1!                            *+        !!            . 0 .            !
 2005.2!                             +        !!            . 0 .            !
 2005.3!                          *  +        !!            .0. .            !
 2005.4!                           +          !!            . 0 .            !
 2006.1!                           *+         !!            . 0 .            !
 2006.2!                         *  +         !!            .0. .            !
 2006.3!                          +           !!            . 0 .            !
 2006.4!                           +*         !!            . 0 .            !
 2007.1!                            +         !!            . 0 .            !
 2007.2!                         *  +         !!            0 . .            !
 2007.3!                         *+           !!            . 0 .            !
 2007.4!                          +*          !!            . 0 .            !
 2008.1!                         *  +         !!            .0. .            !
 2008.2!                          +           !!            . 0 .            !
 2008.3!                      *    +          !!           0. . .            !
 2008.4!                       + *            !!            . .0.            !
 2009.1!                          +           !!            . 0 .            !
 2009.2!                          *+          !!            .0. .            !
 2009.3!                          *+          !!            . 0 .            !
 2009.4!                          *+          !!            .0. .            !
 2010.1!                           +          !!            . 0 .            !
 2010.2!                       *    +         !!            0 . .            !
 2010.3!                       * +            !!            .0. .            !
 2010.4!                     *   +            !!            0 . .            !
 2011.1!                       +*             !!            . .0.            !
 2011.2*                         +            !0            . . .            !
 2011.3!     +              *                 !!            . . .     0      !
 2011.4!                    * +               !!            .0. .            !
 2012.1!                   *  +               !!            0 . .            !
 2012.2!                   * +                !!            .0. .            !
 2012.3!                   *  +               !!            0 . .            !
 2012.4!                     +                !!            . 0 .            !


      8.51 percent of the residuals exceed 1 SE
      1.60 percent of the residuals exceed 2 SE
@EQ  3203 LAAFILI C LAFILI(-1) PFILI;SMPL 1966.1 2012.4;OLS;EST 3203 PLOT=0;EN
@@EQ 3204 LAAASLI C LAASLI(-1) PASLI;SMPL 2012.2 2012.4;OLS;EST 3204 PLOT=0;EN
@@EQ 3205 LAASOLI C LASOLI(-1) PSOLI;SMPL 2011.2 2012.4;OLS;EST 3205 PLOT=0;EN
@@EQ 3206 LAAKOLI C LAKOLI(-1) PKOLI;SMPL 1994.3 2012.4;OLS;EST 3206 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBELI=BEPX$Q/LIPMM;                                                     
 GENR LAABELI=LOG(AABELI+.00001);                                             
 GENR LABELI=LOG(ABELI+.00001);                                               
 LHS AABELI=EXP(LAABELI)-.00001;                                              
  EQ 3207 LAABELI C LABELI(-1) PBELI;                                         
EQUATION 1648  LAABELI  
   RHS     C  LABELI(-1)  PBELI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1648 PLOT=0;END;                                                     

Equation number = 1648
**********************

Dependent variable = LAABELI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.727331087

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.775253000       0.348013630  -2.22765     1.000000
15353 LABELI  ( -1)       0.663267290       0.054570616  12.15429    -3.730531
15351 PBELI   (  0)      -0.497927320       0.348435141  -1.42904     0.959454

SE of equation            =     0.320255519
Sum of squared residuals  =  18.9742656      -0.301603187E-10
Average absolute error    =     0.246097900
Sum of ABS residuals      =  46.2664053    
R squared                 =   0.47554
Durbin-Watson statistic   =   2.46111
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                +    *                !!           .  .  0           !
 1966.2!               *     +                !!          0.  .  .           !
 1966.3!                 *+                   !!           .  0  .           !
 1966.4!                *  +                  !!           .0 .  .           !
 1967.1!                 *+                   !!           . 0.  .           !
 1967.2!                   +     *            !!           .  .  .0          !
 1967.3!               *        +             !!       0   .  .  .           !
 1967.4!                  +  *                !!           .  . 0.           !
 1968.1!                    *+                !!           . 0.  .           !
 1968.2!                     +                !!           .  0  .           !
 1968.3!                     + *              !!           .  .0 .           !
 1968.4!                       + *            !!           .  . 0.           !
 1969.1!                   *    +             !!           0  .  .           !
 1969.2!             *      +                 !!         0 .  .  .           !
 1969.3!                + *                   !!           .  .0 .           !
 1969.4!                 *  +                 !!           .0 .  .           !
 1970.1!             *     +                  !!          0.  .  .           !
 1970.2!             *   +                    !!           .0 .  .           !
 1970.3!                 +   *                !!           .  .  0           !
 1970.4!           *          +               !!      0    .  .  .           !
 1971.1!      *        +                      !!       0   .  .  .           !
 1971.2!       *    +                         !!          0.  .  .           !
 1971.3!            +     *                   !!           .  .  .0          !
 1971.4!            *      +                  !!        0  .  .  .           !
 1972.1!               +        *             !!           .  .  .  0        !
 1972.2!                     * +              !!           .0 .  .           !
 1972.3!                     +    *           !!           .  .  .0          !
 1972.4!                  *      +            !!         0 .  .  .           !
 1973.1!                   +  *               !!           .  . 0.           !
 1973.2!                      +               !!           .  0  .           !
 1973.3!                      +               !!           .  0  .           !
 1973.4!                      +   *           !!           .  .  0           !
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 1979.4!                *     +               !!         0 .  .  .           !
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 1980.2!                      +      *        !!           .  .  . 0         !
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 1980.4!                          * +         !!           . 0.  .           !
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 1981.3!                       *   +          !!           0  .  .           !
 1981.4!                  *    +              !!           0  .  .           !
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 1983.4!                 * +                  !!           . 0.  .           !
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 1984.4!                    * +               !!           . 0.  .           !
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 1985.4!                *     +               !!          0.  .  .           !
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 1987.3!                    * +               !!           .0 .  .           !
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 1988.1!                     + *              !!           .  .0 .           !
 1988.2!                    *  +              !!           0  .  .           !
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 1988.4!                    *  +              !!           .0 .  .           !
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 1989.2!                      +               !!           .  0  .           !
 1989.3!                      +               !!           .  0  .           !
 1989.4!                     *+               !!           . 0.  .           !
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 1990.2!                        +*            !!           .  .0 .           !
 1990.3!                        +     *       !!           .  .  . 0         !
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 1991.4!                         *+           !!           .  0  .           !
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 1992.4!                *         +           !!       0   .  .  .           !
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 1994.2!                   *   +              !!           0  .  .           !
 1994.3!                    +   *             !!           .  .  0           !
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 1995.1!                         +    *       !!           .  .  .0          !
 1995.2!                           +         *!!           .  .  .   0       !
 1995.3!                           *   +      !!           0  .  .           !
 1995.4!                   *     +            !!         0 .  .  .           !
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 1996.2!                           + *        !!           .  . 0.           !
 1996.3!                       *   +          !!           0  .  .           !
 1996.4!                       +         *    !!           .  .  .    0      !
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 1997.3!                            +         *!           .  .  .   0       !
 1997.4!                                 +  * !!           .  . 0.           !
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 1999.4!                         *   +        !!           0  .  .           !
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 2000.3!                        +*            !!           .  .0 .           !
 2000.4!                      *  +            !!           .0 .  .           !
 2001.1!                       +*             !!           .  .0 .           !
 2001.2!                        +      *      !!           .  .  . 0         !
 2001.3!                            +*        !!           .  .0 .           !
 2001.4!                         * +          !!           .0 .  .           !
 2002.1!                         +    *       !!           .  .  .0          !
 2002.2!                            +         !!           .  0  .           !
 2002.3!                          + *         !!           .  .0 .           !
 2002.4!                    *      +          !!         0 .  .  .           !
 2003.1!                     +    *           !!           .  .  0           !
 2003.2!                  *      +            !!         0 .  .  .           !
 2003.3!                   + *                !!           .  .0 .           !
 2003.4!                  *   +               !!           0  .  .           !
 2004.1!                    +  *              !!           .  .  0           !
 2004.2!                       + *            !!           .  .0 .           !
 2004.3!                    *   +             !!           0  .  .           !
 2004.4!                     +                !!           .  0  .           !
 2005.1!                     +                !!           .  0  .           !
 2005.2!                     +                !!           .  0  .           !
 2005.3!                    *+                !!           . 0.  .           !
 2005.4!                   *+                 !!           . 0.  .           !
 2006.1!                    +   *             !!           .  .  0           !
 2006.2!                     * +              !!           .0 .  .           !
 2006.3!                     +     *          !!           .  .  . 0         !
 2006.4!                  *      +            !!         0 .  .  .           !
 2007.1!                  +*                  !!           .  0  .           !
 2007.2!               *   +                  !!           0  .  .           !
 2007.3!                + *                   !!           .  .0 .           !
 2007.4!         *        +                   !!       0   .  .  .           !
 2008.1!            + *                       !!           .  .0 .           !
 2008.2!         *      +                     !!         0 .  .  .           !
 2008.3!           *+                         !!           . 0.  .           !
 2008.4!            * +                       !!           .0 .  .           !
 2009.1!               +*                     !!           .  .0 .           !
 2009.2!                *+                    !!           . 0.  .           !
 2009.3!             *   +                    !!           0  .  .           !
 2009.4!              *+                      !!           . 0.  .           !
 2010.1!           *    +                     !!          0.  .  .           !
 2010.2!              +   *                   !!           .  .  0           !
 2010.3!                *  +                  !!           .0 .  .           !
 2010.4!             *   +                    !!           0  .  .           !
 2011.1!               +    *                 !!           .  .  .0          !
 2011.2*                   +                  !0           .  .  .           !
 2011.3!     +           *                    !!           .  .  .     0     !
 2011.4!                *+                    !!           . 0.  .           !
 2012.1!             *   +                    !!           0  .  .           !
 2012.2!               + *                    !!           .  . 0.           !
 2012.3!               *  +                   !!           .0 .  .           !
 2012.4!                +     *               !!           .  .  .0          !


     29.26 percent of the residuals exceed 1 SE
      3.72 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDELI=DEPX$Q/LIPMM;                                                     
 GENR LAADELI=LOG(AADELI+.00001);                                             
 GENR LADELI=LOG(ADELI+.00001);                                               
 LHS AADELI=EXP(LAADELI)-.00001;                                              
  EQ 3208 LAADELI C LADELI(-1) PDELI;                                         
EQUATION 1649  LAADELI  
   RHS     C  LADELI(-1)  PDELI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1649 PLOT=0;END;                                                     

Equation number = 1649
**********************

Dependent variable = LAADELI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.377066755

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.304702522       0.565670278  -2.30647     1.000000
15356 LADELI  ( -1)       0.700697612       0.052288095  13.40071    -5.375919
15354 PDELI   (  0)      -0.305866393       0.498993699  -0.61297     0.998707

SE of equation            =     0.359632969
Sum of squared residuals  =  23.9271364      -0.819193602E-10
Average absolute error    =     0.265760288
Sum of ABS residuals      =  49.9629341    
R squared                 =   0.49395
Durbin-Watson statistic   =   2.28640
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                        + *           !!          .   . 0 .          !
 1966.2!                       *+             !!          .  0.   .          !
 1966.3!                      +     *         !!          .   .   .0         !
 1966.4!                         *+           !!          .   0   .          !
 1967.1!                        +     *       !!          .   .   . 0        !
 1967.2!                            +*        !!          .   .0  .          !
 1967.3!                           +    *     !!          .   .   .0         !
 1967.4!                           * +        !!          . 0 .   .          !
 1968.1!                          +  *        !!          .   .  0.          !
 1968.2!                           +          !!          .   0   .          !
 1968.3!                         + *          !!          .   . 0 .          !
 1968.4!                          +           !!          .   0   .          !
 1969.1!                         + *          !!          .   . 0 .          !
 1969.2!                         *+           !!          .  0.   .          !
 1969.3!                        +*            !!          .   .0  .          !
 1969.4!                        +   *         !!          .   .  0.          !
 1970.1!                          +*          !!          .   .0  .          !
 1970.2!                          +           !!          .   .0  .          !
 1970.3!                         +  *         !!          .   . 0 .          !
 1970.4!                          + *         !!          .   . 0 .          !
 1971.1!                           +*         !!          .   .0  .          !
 1971.2!                          +  *        !!          .   . 0 .          !
 1971.3!                         * +          !!          .  0.   .          !
 1971.4!                        +             !!          .   0   .          !
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 1972.3!                     *     +          !!        0 .   .   .          !
 1972.4!                     +    *           !!          .   .   .0         !
 1973.1!                  *      +            !!        0 .   .   .          !
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 1973.3!                +     *               !!          .   .   .0         !
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 1984.3!                         +*           !!          .   .0  .          !
 1984.4!                       * +            !!          . 0 .   .          !
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 1985.3!            +              *          !!          .   .   .        0 !
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 1987.1!                            +     *   !!          .   .   .0         !
 1987.2!                              +       !!          .   0   .          !
 1987.3!                            + *       !!          .   . 0 .          !
 1987.4!                            +  *      !!          .   .  0.          !
 1988.1!                             +*       !!          .   .0  .          !
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 1988.3!                           +          !!          .   0   .          !
 1988.4!                          +           *!          .   .   .      0   !
 1989.1!                      *           +   !!    0     .   .   .          !
 1989.2!                       +*             !!          .   . 0 .          !
 1989.3!                        +   *         !!          .   .   0          !
 1989.4!                        *  +          !!          .0  .   .          !
 1990.1!                       +          *   !!          .   .   .     0    !
 1990.2!                      *        +      !!      0   .   .   .          !
 1990.3!                      +     *         !!          .   .   . 0        !
 1990.4!                         * +          !!          .  0.   .          !
 1991.1!                        +    *        !!          .   .   0          !
 1991.2!                          *+          !!          .  0.   .          !
 1991.3!                  *      +            !!        0 .   .   .          !
 1991.4!                   +  *               !!          .   . 0 .          !
 1992.1!                      +*              !!          .   .0  .          !
 1992.2!                   *   +              !!          .0  .   .          !
 1992.3!                    +   *             !!          .   .   0          !
 1992.4!                     *  +             !!          . 0 .   .          !
 1993.1!                      +               !!          .   0   .          !
 1993.2!                      +    *          !!          .   .   0          !
 1993.3!                       *  +           !!          .0  .   .          !
 1993.4!                       + *            !!          .   . 0 .          !
 1994.1!                         +*           !!          .   .0  .          !
 1994.2!                         +*           !!          .   .0  .          !
 1994.3!                   *     +            !!         0.   .   .          !
 1994.4!                    +    *            !!          .   .   .0         !
 1995.1!                        +             !!          .   0   .          !
 1995.2!                        + *           !!          .   .  0.          !
 1995.3!                         + *          !!          .   . 0 .          !
 1995.4!                         *+           !!          .  0.   .          !
 1996.1!              *         +             !!     0    .   .   .          !
 1996.2!                 +*                   !!          .   .0  .          !
 1996.3!                  * +                 !!          .  0.   .          !
 1996.4!                   *+                 !!          .  0.   .          !
 1997.1!                    + *               !!          .   . 0 .          !
 1997.2!                      +               !!          .   0   .          !
 1997.3!                      + *             !!          .   .0  .          !
 1997.4!                   *   +              !!          0   .   .          !
 1998.1!                    +   *             !!          .   .  0.          !
 1998.2!                       + *            !!          .   .0  .          !
 1998.3!                        + *           !!          .   . 0 .          !
 1998.4!                      *  +            !!          .0  .   .          !
 1999.1!                  *   +               !!          .0  .   .          !
 1999.2!                  * +                 !!          .  0.   .          !
 1999.3!               *    +                 !!          0   .   .          !
 1999.4!              *   +                   !!          .0  .   .          !
 2000.1!                 +      *             !!          .   .   . 0        !
 2000.2!                      *+              !!          . 0 .   .          !
 2000.3!                     *+               !!          .  0.   .          !
 2000.4!                      +               !!          .   0   .          !
 2001.1!                      +*              !!          .   .0  .          !
 2001.2!                    *  +              !!          .0  .   .          !
 2001.3!                    *+                !!          .  0.   .          !
 2001.4!                     +                !!          .   0   .          !
 2002.1!                     +                !!          .   0   .          !
 2002.2!                      +               !!          .   0   .          !
 2002.3!                   *  +               !!          .0  .   .          !
 2002.4!                    +                 !!          .   0   .          !
 2003.1!                     +    *           !!          .   .   0          !
 2003.2!                         +            !!          .   .0  .          !
 2003.3!                        + *           !!          .   . 0 .          !
 2003.4!                         + *          !!          .   . 0 .          !
 2004.1!                          +           !!          .   0   .          !
 2004.2!                         + *          !!          .   . 0 .          !
 2004.3!                         +            !!          .   0   .          !
 2004.4!                        +   *         !!          .   .   0          !
 2005.1!                          +     *     !!          .   .   .0         !
 2005.2!                         *   +        !!          .0  .   .          !
 2005.3!                  *     +             !!        0 .   .   .          !
 2005.4!                *  +                  !!          . 0 .   .          !
 2006.1!       *          +                   !!    0     .   .   .          !
 2006.2! *         +                          !!     0    .   .   .          !
 2006.3!   *    +                             !!          0   .   .          !
 2006.4*         +                            !!     0    .   .   .          !
 2007.1!      +*                              !!          .   .0  .          !
 2007.2!           +         *                !!          .   .   .    0     !
 2007.3!                      + *             !!          .   . 0 .          !
 2007.4!                       +*             !!          .   .0  .          !
 2008.1!                 *      +             !!        0 .   .   .          !
 2008.2!             *     +                  !!         0.   .   .          !
 2008.3!       *        +                     !!      0   .   .   .          !
 2008.4!      *     +                         !!         0.   .   .          !
 2009.1!      *    +                          !!         0.   .   .          !
 2009.2!           +    *                     !!          .   .   0          !
 2009.3!          *       +                   !!        0 .   .   .          !
 2009.4!              + *                     !!          .   . 0 .          !
 2010.1!                  + *                 !!          .   . 0 .          !
 2010.2!            *        +                !!      0   .   .   .          !
 2010.3!             * +                      !!          . 0 .   .          !
 2010.4!               *+                     !!          .  0.   .          !
 2011.1!               * +                    !!          . 0 .   .          !
 2011.2!                 +    *               !!          .   .   0          !
 2011.3!                      +    *          !!          .   .   .0         !
 2011.4!                         *+           !!          .  0.   .          !
 2012.1!                        +*            !!          .   .0  .          !
 2012.2!                     *   +            !!          .0  .   .          !
 2012.3!                *     +               !!         0.   .   .          !
 2012.4!                  +    *              !!          .   .   0          !


     28.19 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
@@EQ 3209 LAANOLI C LANOLI(-1) PNOLI;SMPL 2012.2 2012.4;OLS;EST 3209 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWLI=SWPX$Q/LIPMM;                                                     
 GENR LAASWLI=LOG(AASWLI+.00001);                                             
 GENR LASWLI=LOG(ASWLI+.00001);                                               
 LHS AASWLI=EXP(LAASWLI)-.00001;                                              
  EQ 3210 LAASWLI C LASWLI(-1) PSWLI;                                         
EQUATION 1650  LAASWLI  
   RHS     C  LASWLI(-1)  PSWLI  
 SMPL 1968.2 2012.4;                                                          
Sample period is now  1968.2 to  2012.4 Internally:    66 to   244
 OLS;EST 1650 PLOT=0;END;                                                     

Equation number = 1650
**********************

Dependent variable = LAASWLI 

 1968.2 -   2012.4,    0 missing obs.,  179 obs. used.

Mean of dependent variable       -4.591252982

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.884136318       0.571867440  -3.29471     1.000000
15359 LASWLI  ( -1)       0.502573731       0.065939967   7.62169    -4.588022
15357 PSWLI   (  0)      -0.359965843       0.473199877  -0.76071     1.114821

SE of equation            =     0.547962994
Sum of squared residuals  =  52.8463660       0.161826108E-11
Average absolute error    =     0.369842906
Sum of ABS residuals      =  66.2018802    
R squared                 =   0.25888
Durbin-Watson statistic   =   2.19361
SMPL and No. Obs.         = 1968.2   2012.4    179

Plot of actual(*) and fitted(+) values and residuals(0)


 1968.2!                         * +          !!            .0. .            !
 1968.3!                          +   *       !!            . . 0            !
 1968.4!                        *    +        !!            0 . .            !
 1969.1!                         *+           !!            .0. .            !
 1969.2!                        *  +          !!            0 . .            !
 1969.3!                       *  +           !!            .0. .            !
 1969.4!                         *+           !!            . 0 .            !
 1970.1!                         * +          !!            .0. .            !
 1970.2!                        *  +          !!            0 . .            !
 1970.3!                         *+           !!            . 0 .            !
 1970.4!                         * +          !!            .0. .            !
 1971.1!                         * +          !!            .0. .            !
 1971.2!                         * +          !!            .0. .            !
 1971.3!                           + *        !!            . .0.            !
 1971.4!                            *+        !!            .0. .            !
 1972.1!                           *+         !!            .0. .            !
 1972.2!                          * +         !!            .0. .            !
 1972.3!                          *+          !!            .0. .            !
 1972.4!                           +          !!            . 0 .            !
 1973.1!                            +*        !!            . .0.            !
 1973.2!                         *   +        !!            0 . .            !
 1973.3!                         * +          !!            .0. .            !
 1973.4!                        * +           !!            .0. .            !
 1974.1!                          +   *       !!            . . 0            !
 1974.2!                             +        !!            . 0 .            !
 1974.3!                            *+        !!            . 0 .            !
 1974.4!                            +         !!            . 0 .            !
 1975.1!                           +        * !!            . . .  0         !
 1975.2!                           *    +     !!           0. . .            !
 1975.3!                           +          !!            . 0 .            !
 1975.4!                         * +          !!            .0. .            !
 1976.1!                       *  +           !!            0 . .            !
 1976.2!                         +            *!            . . .    0       !
 1976.3!                                 +    *!            . . .0           !
 1976.4!                             *   +    !!            0 . .            !
 1977.1!                        *   +         !!            0 . .            !
 1977.2!                      *   +           !!            0 . .            !
 1977.3!                    *    +            !!           0. . .            !
 1977.4!                      * +             !!            .0. .            !
 1978.1!                         +            !!            . 0 .            !
 1978.2!                         * +          !!            .0. .            !
 1978.3!                           +*         !!            . .0.            !
 1978.4!                            +*        !!            . 0 .            !
 1979.1!                         *   +        !!            0 . .            !
 1979.2!                           +*         !!            . .0.            !
 1979.3!                           *+         !!            .0. .            !
 1979.4!                            +*        !!            . .0.            !
 1980.1!                             +*       !!            . .0.            !
 1980.2!                         *   +        !!            0 . .            !
 1980.3!                       *   +          !!            0 . .            !
 1980.4!                          + *         !!            . .0.            !
 1981.1!                          * +         !!            .0. .            !
 1981.2!                           +  *       !!            . .0.            !
 1981.3!                             +*       !!            . .0.            !
 1981.4!                              +*      !!            . .0.            !
 1982.1!                              + *     !!            . .0.            !
 1982.2!                              +       !!            . 0 .            !
 1982.3!                            *+        !!            .0. .            !
 1982.4!                            +  *      !!            . .0.            !
 1983.1!                             *+       !!            .0. .            !
 1983.2!                             + *      !!            . .0.            !
 1983.3!                              +       !!            . 0 .            !
 1983.4!                             *+       !!            .0. .            !
 1984.1!                             +*       !!            . .0.            !
 1984.2!                              + *     !!            . .0.            !
 1984.3!                            * +       !!            .0. .            !
 1984.4!                             +        !!            . 0 .            !
 1985.1!                             +*       !!            . 0 .            !
 1985.2!                             +        !!            . 0 .            !
 1985.3!                             + *      !!            . .0.            !
 1985.4!                           *  +       !!            0 . .            !
 1986.1!                           *+         !!            . 0 .            !
 1986.2!                            +  *      !!            . . 0            !
 1986.3!                            * +       !!            .0. .            !
 1986.4!                            *+        !!            .0. .            !
 1987.1!                            + *       !!            . .0.            !
 1987.2!                            *+        !!            .0. .            !
 1987.3!                            *+        !!            . 0 .            !
 1987.4!                            + *       !!            . .0.            !
 1988.1!                             +        !!            . 0 .            !
 1988.2!                             +        !!            . 0 .            !
 1988.3!                        *    +        !!            0 . .            !
 1988.4!                          + *         !!            . .0.            !
 1989.1!                          * +         !!            .0. .            !
 1989.2!                           + *        !!            . .0.            !
 1989.3!                          *  +        !!            .0. .            !
 1989.4!                           + *        !!            . .0.            !
 1990.1!                             + *      !!            . .0.            !
 1990.2!                              +*      !!            . .0.            !
 1990.3!                           *  +       !!            .0. .            !
 1990.4!                            +  *      !!            . . 0            !
 1991.1!                              +       !!            . 0 .            !
 1991.2!                             +  *     !!            . .0.            !
 1991.3!                         *    +       !!           0. . .            !
 1991.4!                           +      *   !!            . . . 0          !
 1992.1!                              *+      !!            .0. .            !
 1992.2!              *              +        !!      0     . . .            !
 1992.3!                     +      *         !!            . . . 0          !
 1992.4!                            +   *     !!            . . 0            !
 1993.1!                         *     +      !!           0. . .            !
 1993.2!                           +    *     !!            . . .0           !
 1993.3!                             * +      !!            .0. .            !
 1993.4!                         *   +        !!            0 . .            !
 1994.1!                           +     *    !!            . . .0           !
 1994.2!                               +  *   !!            . . 0            !
 1994.3!                               +   *  !!            . . 0            !
 1994.4!                                +    *!!            . . .0           !
 1995.1!                                 +    !!            . 0 .            !
 1995.2!                               +*     !!            . .0.            !
 1995.3!                              + *     !!            . .0.            !
 1995.4!                              + *     !!            . .0.            !
 1996.1!                              +   *   !!            . . 0            !
 1996.2!                               +   *  !!            . . 0            !
 1996.3!                                +  *  !!            . . 0            !
 1996.4!                                +  *  !!            . . 0            !
 1997.1!                                + *   !!            . .0.            !
 1997.2!                               +  *   !!            . .0.            !
 1997.3!                               +  *   !!            . .0.            !
 1997.4!                               +  *   !!            . . 0            !
 1998.1!                               + *    !!            . .0.            !
 1998.2!                               + *    !!            . . 0            !
 1998.3!                               +  *   !!            . .0.            !
 1998.4!                               +  *   !!            . . 0            !
 1999.1!                                +     !!            . .0.            !
 1999.2!                               +  *   !!            . . 0            !
 1999.3!                               +      !!            . 0 .            !
 1999.4!                              +       !!            . 0 .            !
 2000.1!                             +  *     !!            . .0.            !
 2000.2!                              +*      !!            . 0 .            !
 2000.3!                              +*      !!            . 0 .            !
 2000.4!                              + *     !!            . .0.            !
 2001.1!                               + *    !!            . .0.            !
 2001.2!                               +      !!            . 0 .            !
 2001.3!                              +*      !!            . 0 .            !
 2001.4!                              + *     !!            . .0.            !
 2002.1!                               +      !!            . 0 .            !
 2002.2!                              +*      !!            . 0 .            !
 2002.3!                             *+       !!            .0. .            !
 2002.4!                             +*       !!            . 0 .            !
 2003.1!                              +   *   !!            . . 0            !
 2003.2!                               +  *   !!            . .0.            !
 2003.3!                               +  *   !!            . .0.            !
 2003.4!                                +  *  !!            . . 0            !
 2004.1!                               *+     !!            .0. .            !
 2004.2!                              +*      !!            . .0.            !
 2004.3!                             *+       !!            . 0 .            !
 2004.4!                             + *      !!            . .0.            !
 2005.1!                              +       !!            . 0 .            !
 2005.2!                              + *     !!            . .0.            !
 2005.3!                              +  *    !!            . .0.            !
 2005.4!                            *  +      !!            .0. .            !
 2006.1!                             +   *    !!            . . 0            !
 2006.2!                            *  +      !!            0 . .            !
 2006.3!                            +*        !!            . .0.            !
 2006.4!                             +*       !!            . 0 .            !
 2007.1!                             +     *  !!            . . .0           !
 2007.2!                           *    +     !!            0 . .            !
 2007.3!                            +*        !!            . 0 .            !
 2007.4!                             +        !!            . 0 .            !
 2008.1!                             +        !!            . 0 .            !
 2008.2!                             +        !!            . 0 .            !
 2008.3!                          *  +        !!            0 . .            !
 2008.4!                            +  *      !!            . . 0            !
 2009.1!                        *     +       !!           0. . .            !
 2009.2!                          + *         !!            . .0.            !
 2009.3!                           * +        !!            .0. .            !
 2009.4!                        *   +         !!            0 . .            !
 2010.1!                         * +          !!            .0. .            !
 2010.2!                           + *        !!            . .0.            !
 2010.3!                             + *      !!            . .0.            !
 2010.4!                           *  +       !!            0 . .            !
 2011.1!                         *  +         !!            0 . .            !
 2011.2*                           +          !0            . . .            !
 2011.3!              +       *               !!            . . . 0          !
 2011.4!                     *   +            !!            0 . .            !
 2012.1!                      *  +            !!            0 . .            !
 2012.2!                     *   +            !!            0 . .            !
 2012.3!                    *    +            !!            0 . .            !
 2012.4!                     *   +            !!            0 . .            !


     16.76 percent of the residuals exceed 1 SE
      2.79 percent of the residuals exceed 2 SE
@EQ  3211 LAAGRLI C LAGRLI(-1) PGRLI;SMPL 1966.1 2012.4;OLS;EST 3211 PLOT=0;EN
@@EQ 3212 LAAIRLI C LAIRLI(-1) PIRLI;SMPL 2012.1 2012.4;OLS;EST 3212 PLOT=0;EN
@@EQ 3213 LAAPOLI C LAPOLI(-1) PPOLI;SMPL 1994.1 2012.4;OLS;EST 3213 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPLI=SPPX$Q/LIPMM;                                                     
 GENR LAASPLI=LOG(AASPLI+.00001);                                             
 GENR LASPLI=LOG(ASPLI+.00001);                                               
 LHS AASPLI=EXP(LAASPLI)-.00001;                                              
  EQ 3214 LAASPLI C LASPLI(-1) PSPLI;                                         
EQUATION 1651  LAASPLI  
   RHS     C  LASPLI(-1)  PSPLI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1651 PLOT=0;END;                                                     

Equation number = 1651
**********************

Dependent variable = LAASPLI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.903889921

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.728649105       0.228549289  -3.18815     1.000000
15362 LASPLI  ( -1)       0.496631897       0.062088615   7.99876    -3.919885
15360 PSPLI   (  0)      -1.080932672       0.236123824  -4.57782     1.136520

SE of equation            =     0.468689950
Sum of squared residuals  =  40.6389999       0.128341782E-11
Average absolute error    =     0.350947787
Sum of ABS residuals      =  65.9781839    
R squared                 =   0.52977
Durbin-Watson statistic   =   2.07417
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1*              +                       !0          .   .   .          !
 1966.2!         +          *                 !!          .   .   .      0   !
 1966.3!                   +       *          !!          .   .   .   0      !
 1966.4!         *           +                !! 0        .   .   .          !
 1967.1!              +        *              !!          .   .   .     0    !
 1967.2!                      +      *        !!          .   .   .   0      !
 1967.3!                        +             !!          .   0   .          !
 1967.4!               *      +               !!       0  .   .   .          !
 1968.1!                * +                   !!          . 0 .   .          !
 1968.2!               *  +                   !!          .0  .   .          !
 1968.3!               *  +                   !!          .0  .   .          !
 1968.4!                 +  *                 !!          .   .  0.          !
 1969.1!                *    +                !!         0.   .   .          !
 1969.2!              *    +                  !!         0.   .   .          !
 1969.3!                  +    *              !!          .   .   .0         !
 1969.4!                *      +              !!       0  .   .   .          !
 1970.1!                   + *                !!          .   . 0 .          !
 1970.2!                     * +              !!          . 0 .   .          !
 1970.3!                       +              !!          .   0   .          !
 1970.4!                 *      +             !!       0  .   .   .          !
 1971.1!                     +    *           !!          .   .   .0         !
 1971.2!                        *  +          !!          .0  .   .          !
 1971.3!                *        +            !!     0    .   .   .          !
 1971.4!                    +                 !!          .   0   .          !
 1972.1!                   *  +               !!          0   .   .          !
 1972.2!                      +   *           !!          .   .   0          !
 1972.3!                       * +            !!          . 0 .   .          !
 1972.4!                       +   *          !!          .   .   0          !
 1973.1!                         +*           !!          .   .0  .          !
 1973.2!                         +    *       !!          .   .   .0         !
 1973.3!                          +    *      !!          .   .   .0         !
 1973.4!                          *+          !!          .  0.   .          !
 1974.1!                        *+            !!          .   0   .          !
 1974.2!                        +          *  !!          .   .   .      0   !
 1974.3!                              + *     !!          .   . 0 .          !
 1974.4!                           + *        !!          .   . 0 .          !
 1975.1!                           +          !!          .   0   .          !
 1975.2!                          + *         !!          .   .  0.          !
 1975.3!                           +*         !!          .   . 0 .          !
 1975.4!                           +  *       !!          .   .   0          !
 1976.1!                             + *      !!          .   . 0 .          !
 1976.2!                             +  *     !!          .   .  0.          !
 1976.3!                              + *     !!          .   . 0 .          !
 1976.4!                             *+       !!          .   0   .          !
 1977.1!                            + *       !!          .   . 0 .          !
 1977.2!                             +  *     !!          .   .   0          !
 1977.3!                               +     *!!          .   .   .  0       !
 1977.4!                           *     +    !!        0 .   .   .          !
 1978.1!                            +         !!          .   0   .          !
 1978.2!                            +  *      !!          .   . 0 .          !
 1978.3!                            * +       !!          .  0.   .          !
 1978.4!                            +*        !!          .   .0  .          !
 1979.1!                            +  *      !!          .   .  0.          !
 1979.2!                           * +        !!          . 0 .   .          !
 1979.3!                           +  *       !!          .   .  0.          !
 1979.4!                           *+         !!          .  0.   .          !
 1980.1!                           +     *    !!          .   .   . 0        !
 1980.2!                              +  *    !!          .   .  0.          !
 1980.3!                               +  *   !!          .   .   0          !
 1980.4!                               +  *   !!          .   .  0.          !
 1981.1!                               *+     !!          .  0.   .          !
 1981.2!                              +*      !!          .   .0  .          !
 1981.3!                              +  *    !!          .   . 0 .          !
 1981.4!                               +*     !!          .   .0  .          !
 1982.1!                               +  *   !!          .   .  0.          !
 1982.2!                                +     !!          .   0   .          !
 1982.3!                               +  *   !!          .   .  0.          !
 1982.4!                                + *   !!          .   . 0 .          !
 1983.1!                                *+    !!          .  0.   .          !
 1983.2!                               +   *  !!          .   .   0          !
 1983.3!                                 + *  !!          .   . 0 .          !
 1983.4!                                 +    *!          .   .   .0         !
 1984.1!                                  + * !!          .   .0  .          !
 1984.2!                                 +   *!!          .   .   0          !
 1984.3!                                  +   !!          .   0   .          !
 1984.4!                                +   * !!          .   .   0          !
 1985.1!                                 +    !!          .   0   .          !
 1985.2!                               + *    !!          .   . 0 .          !
 1985.3!                              * +     !!          .  0.   .          !
 1985.4!                              +      *!!          .   .   .  0       !
 1986.1!                                 * +  !!          . 0 .   .          !
 1986.2!                               +   *  !!          .   .   0          !
 1986.3!                               * +    !!          .  0.   .          !
 1986.4!                               +      !!          .   0   .          !
 1987.1!                               +   *  !!          .   .   0          !
 1987.2!                                 +    !!          .   0   .          !
 1987.3!                                +     !!          .   .0  .          !
 1987.4!                         *     +      !!        0 .   .   .          !
 1988.1!                            +  *      !!          .   .   0          !
 1988.2!                              +   *   !!          .   .  0.          !
 1988.3!                        *       +     !!       0  .   .   .          !
 1988.4!                       *   +          !!          0   .   .          !
 1989.1!                         *+           !!          .  0.   .          !
 1989.2!                           +          !!          .   .0  .          !
 1989.3!                        *   +         !!          .0  .   .          !
 1989.4!                          +  *        !!          .   .  0.          !
 1990.1!                           * +        !!          .  0.   .          !
 1990.2!                       *    +         !!         0.   .   .          !
 1990.3!                       *  +           !!          .0  .   .          !
 1990.4!                      *  +            !!          .0  .   .          !
 1991.1!                       * +            !!          .0  .   .          !
 1991.2!                       * +            !!          .0  .   .          !
 1991.3!                          +           !!          .   .0  .          !
 1991.4!                        *  +          !!          .0  .   .          !
 1992.1!                *         +           !!    0     .   .   .          !
 1992.2!                   *  +               !!          .0  .   .          !
 1992.3!                      * +             !!          . 0 .   .          !
 1992.4!                        *+            !!          .  0.   .          !
 1993.1!                          *+          !!          .  0.   .          !
 1993.2!                           *+         !!          .  0.   .          !
 1993.3!                         *   +        !!          0   .   .          !
 1993.4!                            +         !!          .   0   .          !
 1994.1!                              +*      !!          .   . 0 .          !
 1994.2!                             * +      !!          . 0 .   .          !
 1994.3!                              +  *    !!          .   .  0.          !
 1994.4!                                +   * !!          .   .   0          !
 1995.1!                                 +   *!!          .   .  0.          !
 1995.2!                               * +    !!          . 0 .   .          !
 1995.3!                               +*     !!          .   . 0 .          !
 1995.4!                               +   *  !!          .   .   0          !
 1996.1!                                 + *  !!          .   .  0.          !
 1996.2!                                 +*   !!          .   .0  .          !
 1996.3!                                +*    !!          .   0   .          !
 1996.4!                               +*     !!          .   0   .          !
 1997.1!                             * +      !!          .0  .   .          !
 1997.2!                              +    *  !!          .   .   .0         !
 1997.3!                                 +    !!          .   0   .          !
 1997.4!                                +  *  !!          .   .  0.          !
 1998.1!                             *   +    !!          0   .   .          !
 1998.2!                           *  +       !!          .0  .   .          !
 1998.3!                             +    *   !!          .   .   . 0        !
 1998.4!                                +     *!          .   .   . 0        !
 1999.1!                                * +   !!          . 0 .   .          !
 1999.2!                              * +     !!          .  0.   .          !
 1999.3!                              *+      !!          .   0   .          !
 1999.4!                             * +      !!          . 0 .   .          !
 2000.1!                            *  +      !!          . 0 .   .          !
 2000.2!                              +   *   !!          .   .   .0         !
 2000.3!                                 +*   !!          .   .0  .          !
 2000.4!                                 +    !!          .   0   .          !
 2001.1!                             *  +     !!          0   .   .          !
 2001.2!                            * +       !!          .0  .   .          !
 2001.3!                           * +        !!          .0  .   .          !
 2001.4!                             +  *     !!          .   .  0.          !
 2002.1!                             *  +     !!          .0  .   .          !
 2002.2!                              + *     !!          .   .0  .          !
 2002.3!                           *   +      !!          0   .   .          !
 2002.4!                           * +        !!          . 0 .   .          !
 2003.1!                             +    *   !!          .   .   0          !
 2003.2!                                + *   !!          .   .0  .          !
 2003.3!                           *    +     !!         0.   .   .          !
 2003.4!                             +        !!          .   0   .          !
 2004.1!                             *+       !!          .  0.   .          !
 2004.2!                              +*      !!          .   .0  .          !
 2004.3!                           *   +      !!          0   .   .          !
 2004.4!                          *  +        !!          .0  .   .          !
 2005.1!                            +*        !!          .   .0  .          !
 2005.2!                           *  +       !!          . 0 .   .          !
 2005.3!                            *+        !!          .  0.   .          !
 2005.4!                             +       *!!          .   .   .   0      !
 2006.1!                         *        +   !!     0    .   .   .          !
 2006.2!                         *  +         !!          . 0 .   .          !
 2006.3!                     *      +         !!        0 .   .   .          !
 2006.4!                        * +           !!          . 0 .   .          !
 2007.1!                          *+          !!          .  0.   .          !
 2007.2!                          * +         !!          . 0 .   .          !
 2007.3!                         *  +         !!          .0  .   .          !
 2007.4!                        *  +          !!          0   .   .          !
 2008.1!                           +*         !!          .   .0  .          !
 2008.2!                           *+         !!          . 0 .   .          !
 2008.3!                            +  *      !!          .   . 0 .          !
 2008.4!                            *  +      !!          . 0 .   .          !
 2009.1!                           * +        !!          .0  .   .          !
 2009.2!                            +         !!          .   0   .          !
 2009.3!                            *+        !!          .  0.   .          !
 2009.4!                             +        !!          .   0   .          !
 2010.1!                         *   +        !!          0   .   .          !
 2010.2!                            +         !!          .   0   .          !
 2010.3!                          *  +        !!          0   .   .          !
 2010.4!                            +         !!          .   0   .          !
 2011.1!                         *   +        !!          0   .   .          !
 2011.2!               *           +          !! 0        .   .   .          !
 2011.3!                      +          *    !!          .   .   .       0  !
 2011.4!                               + *    !!          .   . 0 .          !
 2012.1!                              *+      !!          .  0.   .          !
 2012.2!                             *+       !!          . 0 .   .          !
 2012.3!                            * +       !!          .  0.   .          !
 2012.4!                             +    *   !!          .   .   .0         !


     23.40 percent of the residuals exceed 1 SE
      5.32 percent of the residuals exceed 2 SE
@@EQ 3215 LAANZLI C LANZLI(-1) PNZLI;SMPL 2002.4 2012.4;OLS;EST 3215 PLOT=0;EN
@@EQ 3216 LAASALI C LASALI(-1) PSALI;SMPL 1983.3 2012.4;OLS;EST 3216 PLOT=0;EN
@@EQ 3217 LAAVELI C LAVELI(-1) PVELI;SMPL 2013.1 2012.4;OLS;EST 3217 PLOT=0;EN
@@EQ 3218 LAACOLI C LACOLI(-1) PCOLI;SMPL 2006.3 2012.4;OLS;EST 3218 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJOLI=JOPX$Q/LIPMM;                                                     
 GENR LAAJOLI=LOG(AAJOLI+.00001);                                             
 GENR LAJOLI=LOG(AJOLI+.00001);                                               
 LHS AAJOLI=EXP(LAAJOLI)-.00001;                                              
  EQ 3219 LAAJOLI C LAJOLI(-1) PJOLI;                                         
EQUATION 1652  LAAJOLI  
   RHS     C  LAJOLI(-1)  PJOLI  
 SMPL 1990.3 2012.4;                                                          
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
 OLS;EST 1652 PLOT=0;END;                                                     

Equation number = 1652
**********************

Dependent variable = LAAJOLI 

 1990.3 -   2012.4,    0 missing obs.,   90 obs. used.

Mean of dependent variable       -5.755035317

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.365338703       0.362515123  -3.76629     1.000000
15365 LAJOLI  ( -1)       0.684412378       0.073721298   9.28378    -5.763246
15363 PJOLI   (  0)      -0.390610967       0.146182595  -2.67208     1.139906

SE of equation            =     0.302694994
Sum of squared residuals  =  7.97131056       0.102851061E-10
Average absolute error    =     0.225851000
Sum of ABS residuals      =  20.3265900    
R squared                 =   0.66531
Durbin-Watson statistic   =   2.11956
SMPL and No. Obs.         = 1990.3   2012.4     90

Plot of actual(*) and fitted(+) values and residuals(0)


 1990.3!    *        +                        !!      0  .    .    .         !
 1990.4!     *    +                           !!         0    .    .         !
 1991.1!            +        *                !!         .    .    .  0      !
 1991.2!                      +     *         !!         .    .    .0        !
 1991.3!                           +  *       !!         .    .  0 .         !
 1991.4!                             +  *     !!         .    .  0 .         !
 1992.1!                  *            +      !!  0      .    .    .         !
 1992.2!                     + *              !!         .    . 0  .         !
 1992.3!                       * +            !!         .  0 .    .         !
 1992.4!                        + *           !!         .    .0   .         !
 1993.1!            *             +           !! 0       .    .    .         !
 1993.2!             *   +                    !!         . 0  .    .         !
 1993.3!                 +*                   !!         .    .0   .         !
 1993.4!                    +  *              !!         .    . 0  .         !
 1994.1!                   *  +               !!         . 0  .    .         !
 1994.2!                   +  *               !!         .    .  0 .         !
 1994.3!                   * +                !!         .  0 .    .         !
 1994.4!                    + *               !!         .    . 0  .         !
 1995.1!                   * +                !!         .  0 .    .         !
 1995.2!                   +                  !!         .    0    .         !
 1995.3!                   +    *             !!         .    .   0.         !
 1995.4!                      *+              !!         .    0    .         !
 1996.1!          *          +                !!    0    .    .    .         !
 1996.2!             +*                       !!         .    .0   .         !
 1996.3!                +*                    !!         .    . 0  .         !
 1996.4!               *  +                   !!         . 0  .    .         !
 1997.1!               * +                    !!         .  0 .    .         !
 1997.2!              *  +                    !!         .  0 .    .         !
 1997.3!                 +  *                 !!         .    .  0 .         !
 1997.4!                 *   +                !!         .0   .    .         !
 1998.1!                  *+                  !!         .   0.    .         !
 1998.2!                   + *                !!         .    .0   .         !
 1998.3!                      +  *            !!         .    .  0 .         !
 1998.4!                         +            !!         .    0    .         !
 1999.1!                        +     *       !!         .    .    0         !
 1999.2!                            +   *     !!         .    .   0.         !
 1999.3!                             +*       !!         .    0    .         !
 1999.4!                            +  *      !!         .    .  0 .         !
 2000.1!                             +   *    !!         .    .   0.         !
 2000.2!                              +    *  !!         .    .    0         !
 2000.3!                               +    * !!         .    .   0.         !
 2000.4!                                +  *  !!         .    .  0 .         !
 2001.1!                               +    * !!         .    .   0.         !
 2001.2!                                +  *  !!         .    .  0 .         !
 2001.3!                               +     *!!         .    .    .0        !
 2001.4!                                +     *!         .    .    0         !
 2002.1!                           *     +    !!         0    .    .         !
 2002.2!                         +    *       !!         .    .   0.         !
 2002.3!                            +*        !!         .    .0   .         !
 2002.4!                           +*         !!         .    .0   .         !
 2003.1!                    *       +         !!        0.    .    .         !
 2003.2!                  *   +               !!         .0   .    .         !
 2003.3!                    +            *    !!         .    .    .      0  !
 2003.4!                           *   +      !!         . 0  .    .         !
 2004.1!                     *     +          !!         0    .    .         !
 2004.2!                      +          *    !!         .    .    .    0    !
 2004.3!                        *      +      !!        0.    .    .         !
 2004.4!                      * +             !!         . 0  .    .         !
 2005.1!                      +  *            !!         .    . 0  .         !
 2005.2!                         +            !!         .    0    .         !
 2005.3!                        +             !!         .    0    .         !
 2005.4!                   *   +              !!         .0   .    .         !
 2006.1!                    +*                !!         .    .0   .         !
 2006.2!                     *+               !!         .    0    .         !
 2006.3!                  *   +               !!         .0   .    .         !
 2006.4!                *  +                  !!         .  0 .    .         !
 2007.1!                 +*                   !!         .    .0   .         !
 2007.2!                 *+                   !!         .  0 .    .         !
 2007.3!                * +                   !!         .   0.    .         !
 2007.4!                  +*                  !!         .    .0   .         !
 2008.1!   *               +                  !0         .    .    .         !
 2008.2!      +  *                            !!         .    .  0 .         !
 2008.3!    *   +                             !!         . 0  .    .         !
 2008.4*   +                                  !!         .0   .    .         !
 2009.1!+ *                                   !!         .    . 0  .         !
 2009.2*    +                                 !!         0    .    .         !
 2009.3!    +   *                             !!         .    .   0.         !
 2009.4!          + *                         !!         .    . 0  .         !
 2010.1!            * +                       !!         .   0.    .         !
 2010.2!            *+                        !!         .   0.    .         !
 2010.3!       *     +                        !!        0.    .    .         !
 2010.4!         +   *                        !!         .    .  0 .         !
 2011.1!           *  +                       !!         . 0  .    .         !
 2011.2!          * +                         !!         .  0 .    .         !
 2011.3!           +           *              !!         .    .    .     0   !
 2011.4!                   +                  !!         .    0    .         !
 2012.1!                *+                    !!         .   0.    .         !
 2012.2!             +  *                     !!         .    . 0  .         !
 2012.3!            *  +                      !!         .  0 .    .         !
 2012.4!            +         *               !!         .    .    .   0     !


     21.11 percent of the residuals exceed 1 SE
      7.78 percent of the residuals exceed 2 SE
@@EQ 3220 LAASYLI C LASYLI(-1) PSYLI;SMPL 1998.3 2012.4;OLS;EST 3220 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDLI=IDPX$Q/LIPMM;                                                     
 GENR LAAIDLI=LOG(AAIDLI+.00001);                                             
 GENR LAIDLI=LOG(AIDLI+.00001);                                               
 LHS AAIDLI=EXP(LAAIDLI)-.00001;                                              
  EQ 3221 LAAIDLI C LAIDLI(-1) PIDLI;                                         
EQUATION 1653  LAAIDLI  
   RHS     C  LAIDLI(-1)  PIDLI  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1653 PLOT=0;END;                                                     

Equation number = 1653
**********************

Dependent variable = LAAIDLI 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -5.941954484

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.316679241       0.404273142  -3.25691     1.000000
15368 LAIDLI  ( -1)       0.733146966       0.050101583  14.63321    -5.950631
15366 PIDLI   (  0)      -0.217482083       0.255130607  -0.85243     1.207402

SE of equation            =     0.729819834
Sum of squared residuals  =  98.5378432      -0.641886544E-11
Average absolute error    =     0.480576428
Sum of ABS residuals      =  90.3483685    
R squared                 =   0.54493
Durbin-Watson statistic   =   2.30318
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                  *+                  !!           . 0.  .           !
 1966.2!                   +                  !!           .  0  .           !
 1966.3!                   +                  !!           .  0  .           !
 1966.4!                   + *                !!           .  .0 .           !
 1967.1!                     + *              !!           .  .0 .           !
 1967.2!                      +*              !!           .  .0 .           !
 1967.3!                      + *             !!           .  .0 .           !
 1967.4!                       +              !!           . 0.  .           !
 1968.1!                      +*              !!           .  0  .           !
 1968.2!                      +               !!           .  0  .           !
 1968.3!                     +                !!           .  0  .           !
 1968.4!                     +                !!           .  0  .           !
 1969.1!                     +*               !!           .  0  .           !
 1969.2!                    *+                !!           . 0.  .           !
 1969.3!                    +                 !!           .  0  .           !
 1969.4!                     +*               !!           .  .0 .           !
 1970.1!                      +               !!           .  0  .           !
 1970.2!                     *+               !!           . 0.  .           !
 1970.3!                     +*               !!           .  .0 .           !
 1970.4!                      +*              !!           .  0  .           !
 1971.1!                      +               !!           .  0  .           !
 1971.2!                      +               !!           .  0  .           !
 1971.3!                     *+               !!           .  0  .           !
 1971.4!                     +                !!           .  0  .           !
 1972.1!                     +                !!           .  0  .           !
 1972.2!                     +                !!           .  0  .           !
 1972.3!                     +*               !!           .  0  .           !
 1972.4!                      +               !!           .  0  .           !
 1973.1!                      +      *        !!           .  .  .0          !
 1973.2!                    *      +          !!          0.  .  .           !
 1973.3!                    +  *              !!           .  . 0.           !
 1973.4!                       +              !!           .  0  .           !
 1974.1!                      +*              !!           .  0  .           !
 1974.2!                      +*              !!           .  .0 .           !
 1974.3!                  *    +              !!           0  .  .           !
 1974.4!                    +    *            !!           .  .  .0          !
 1975.1!                   *     +            !!          0.  .  .           !
 1975.2!              *     +                 !!          0.  .  .           !
 1975.3!              * +                     !!           . 0.  .           !
 1975.4!                +  *                  !!           .  .0 .           !
 1976.1!                    +*                !!           .  .0 .           !
 1976.2!                     + *              !!           .  .0 .           !
 1976.3!                      + *             !!           .  .0 .           !
 1976.4!                 *      +             !!          0.  .  .           !
 1977.1!                   +   *              !!           .  .  0           !
 1977.2!                       +  *           !!           .  . 0.           !
 1977.3!                         + *          !!           .  .0 .           !
 1977.4!                         *+           !!           .  0  .           !
 1978.1!                        +    *        !!           .  .  0           !
 1978.2!                           +          !!           .  0  .           !
 1978.3!                          +    *      !!           .  .  0           !
 1978.4!                             +   *    !!           .  .  0           !
 1979.1!                            * +       !!           . 0.  .           !
 1979.2!                           +*         !!           .  .0 .           !
 1979.3!                   *       +          !!         0 .  .  .           !
 1979.4!                    +       *         !!           .  .  . 0         !
 1980.1!                         *+           !!           . 0.  .           !
 1980.2!                        +             !!           .  0  .           !
 1980.3!                    *   +             !!           .0 .  .           !
 1980.4!                     + *              !!           .  .0 .           !
 1981.1*                       +              !0           .  .  .           !
 1981.2!     +  *                             !!           .  .0 .           !
 1981.3!     *      +                         !!          0.  .  .           !
 1981.4!          + *                         !!           .  .0 .           !
 1982.1!               +*                     !!           .  0  .           !
 1982.2!                 *+                   !!           .  0  .           !
 1982.3!                  +                   !!           .  0  .           !
 1982.4!                *  +                  !!           .0 .  .           !
 1983.1!              *   +                   !!           0  .  .           !
 1983.2!            *   +                     !!           0  .  .           !
 1983.3!              *+                      !!           .  0  .           !
 1983.4!             *  +                     !!           .0 .  .           !
 1984.1!                +  *                  !!           .  . 0.           !
 1984.2!                   +                  !!           .  0  .           !
 1984.3!                    +                 !!           .  0  .           !
 1984.4!                   *+                 !!           . 0.  .           !
 1985.1!                   +     *            !!           .  .  0           !
 1985.2!                        +             !!           .  0  .           !
 1985.3!                       + *            !!           .  .0 .           !
 1985.4!                        +*            !!           .  0  .           !
 1986.1!           *            +             !!      0    .  .  .           !
 1986.2!            * +                       !!           . 0.  .           !
 1986.3!            *  +                      !!           .0 .  .           !
 1986.4!             * +                      !!           . 0.  .           !
 1987.1!                +*                    !!           .  .0 .           !
 1987.2!                   +*                 !!           .  0  .           !
 1987.3!                    *+                !!           .  0  .           !
 1987.4!                    *+                !!           . 0.  .           !
 1988.1!                  *  +                !!           .0 .  .           !
 1988.2!                *   +                 !!           .0 .  .           !
 1988.3!                  +                   !!           .  0  .           !
 1988.4!                  *+                  !!           . 0.  .           !
 1989.1!        *          +                  !!       0   .  .  .           !
 1989.2!            +      *                  !!           .  .  . 0         !
 1989.3!              *     +                 !!          0.  .  .           !
 1989.4!               * +                    !!           . 0.  .           !
 1990.1!    *             +                   !!      0    .  .  .           !
 1990.2!         +   *                        !!           .  .  0           !
 1990.3! *              +                     !!     0     .  .  .           !
 1990.4!       +            *                 !!           .  .  .    0      !
 1991.1!                     +  *             !!           .  . 0.           !
 1991.2!                 *      +             !!          0.  .  .           !
 1991.3!                   +*                 !!           .  .0 .           !
 1991.4!                   * +                !!           .0 .  .           !
 1992.1!                  * +                 !!           . 0.  .           !
 1992.2!                *  +                  !!           .0 .  .           !
 1992.3!               *  +                   !!           .0 .  .           !
 1992.4!             *   +                    !!           0  .  .           !
 1993.1!                +   *                 !!           .  .  0           !
 1993.2!                     + *              !!           .  .0 .           !
 1993.3!                  *    +              !!           0  .  .           !
 1993.4!                    +     *           !!           .  .  .0          !
 1994.1!                     *    +           !!           0  .  .           !
 1994.2!            *         +               !!        0  .  .  .           !
 1994.3!               +                      !!           .  0  .           !
 1994.4!       *          +                   !!       0   .  .  .           !
 1995.1!           +        *                 !!           .  .  .  0        !
 1995.2!                    *+                !!           . 0.  .           !
 1995.3!                    *+                !!           . 0.  .           !
 1995.4!                    *+                !!           . 0.  .           !
 1996.1!                     +    *           !!           .  .  0           !
 1996.2!                         +   *        !!           .  . 0.           !
 1996.3!                            +      *  !!           .  .  .0          !
 1996.4!                           *    +     !!           0  .  .           !
 1997.1!      *                   +           !!  0        .  .  .           !
 1997.2!           +     *                    !!           .  .  .0          !
 1997.3!                   +             *    !!           .  .  .     0     !
 1997.4!                               + *    !!           .  .0 .           !
 1998.1!                        *     +       !!          0.  .  .           !
 1998.2!                        +     *       !!           .  .  0           !
 1998.3!                            +*        !!           .  .0 .           !
 1998.4!                            +   *     !!           .  .  0           !
 1999.1!                              +*      !!           .  .0 .           !
 1999.2!                             +        !!           .  0  .           !
 1999.3!                           *+         !!           . 0.  .           !
 1999.4!                          +   *       !!           .  . 0.           !
 2000.1!                            +         !!           .  0  .           !
 2000.2!                        *  +          !!           .0 .  .           !
 2000.3!                      * +             !!           .0 .  .           !
 2000.4!                      +  *            !!           .  .0 .           !
 2001.1!                        + *           !!           .  .0 .           !
 2001.2!                      *  +            !!           .0 .  .           !
 2001.3!                   *  +               !!           .0 .  .           !
 2001.4!                    +                 !!           .  0  .           !
 2002.1!                     +     *          !!           .  .  0           !
 2002.2!                         *+           !!           .  0  .           !
 2002.3!                        *+            !!           . 0.  .           !
 2002.4!                        +*            !!           .  0  .           !
 2003.1!                         +            !!           .  0  .           !
 2003.2!                        *+            !!           .  0  .           !
 2003.3!                        +*            !!           .  .0 .           !
 2003.4!                         + *          !!           .  .0 .           !
 2004.1!                          +         * !!           .  .  .  0        !
 2004.2!                                 +  * !!           .  . 0.           !
 2004.3!                                 +  * !!           .  . 0.           !
 2004.4!                                 +    *!           .  .  0           !
 2005.1!                                  + * !!           .  .0 .           !
 2005.2!                                + *   !!           .  .0 .           !
 2005.3!                                +  *  !!           .  . 0.           !
 2005.4!                                +  *  !!           .  . 0.           !
 2006.1!                               *+     !!           . 0.  .           !
 2006.2!                             + *      !!           .  .0 .           !
 2006.3!                             +  *     !!           .  . 0.           !
 2006.4!                              + *     !!           .  .0 .           !
 2007.1!                              + *     !!           .  .0 .           !
 2007.2!                              + *     !!           .  .0 .           !
 2007.3!                             +  *     !!           .  .0 .           !
 2007.4!                              +  *    !!           .  . 0.           !
 2008.1!                            * +       !!           . 0.  .           !
 2008.2!                          +*          !!           .  0  .           !
 2008.3!                          +  *        !!           .  . 0.           !
 2008.4!                           +   *      !!           .  . 0.           !
 2009.1!                             +  *     !!           .  . 0.           !
 2009.2!                              +   *   !!           .  . 0.           !
 2009.3!                               +      !!           .  0  .           !
 2009.4!                             +  *     !!           .  . 0.           !
 2010.1!                              + *     !!           .  .0 .           !
 2010.2!                             +*       !!           .  0  .           !
 2010.3!                          * +         !!           . 0.  .           !
 2010.4!                         +   *        !!           .  . 0.           !
 2011.1!                           + *        !!           .  .0 .           !
 2011.2!                  *        +          !!        0  .  .  .           !
 2011.3!                   +           *      !!           .  .  .   0       !
 2011.4!                           *+         !!           . 0.  .           !
 2012.1!                          +  *        !!           .  . 0.           !
 2012.2!                           +    *     !!           .  .  0           !
 2012.3!                             +*       !!           .  .0 .           !
 2012.4!                            + *       !!           .  .0 .           !


     19.68 percent of the residuals exceed 1 SE
      6.38 percent of the residuals exceed 2 SE
@@EQ 3222 LAAMALI C LAMALI(-1) PMALI;SMPL 1997.2 2012.4;OLS;EST 3222 PLOT=0;EN
@EQ  3223 LAAPALI C LAPALI(-1) PPALI;SMPL 1972.3 2012.4;OLS;EST 3223 PLOT=0;EN
@@EQ 3224 LAAPHLI C LAPHLI(-1) PPHLI;SMPL 2012.1 2012.4;OLS;EST 3224 PLOT=0;EN
@@EQ 3225 LAATHLI C LATHLI(-1) PTHLI;SMPL 2013.1 2012.4;OLS;EST 3225 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHLI=CHPX$Q/LIPMM;                                                     
 GENR LAACHLI=LOG(AACHLI+.00001);                                             
 GENR LACHLI=LOG(ACHLI+.00001);                                               
 LHS AACHLI=EXP(LAACHLI)-.00001;                                              
  EQ 3226 LAACHLI C LACHLI(-1) PCHLI;                                         
EQUATION 1654  LAACHLI  
   RHS     C  LACHLI(-1)  PCHLI  
 SMPL 1981.4 2012.4;                                                          
Sample period is now  1981.4 to  2012.4 Internally:   120 to   244
 OLS;EST 1654 PLOT=0;END;                                                     

Equation number = 1654
**********************

Dependent variable = LAACHLI 

 1981.4 -   2012.4,    0 missing obs.,  125 obs. used.

Mean of dependent variable       -3.981716404

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.477422499       0.516926251   0.92358     1.000000
15371 LACHLI  ( -1)       0.690124599       0.068426864  10.08558    -4.001017
15369 PCHLI   (  0)      -1.498188842       0.560636371  -2.67230     1.133327

SE of equation            =     0.705607812
Sum of squared residuals  =  60.7416510       0.943023437E-12
Average absolute error    =     0.529607466
Sum of ABS residuals      =  66.2009333    
R squared                 =   0.65410
Durbin-Watson statistic   =   2.49264
SMPL and No. Obs.         = 1981.4   2012.4    125

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.4!                  +  *                !!         .    .  0 .         !
 1982.1!                  * +                 !!         .  0 .    .         !
 1982.2!             *    +                   !!         .0   .    .         !
 1982.3!              +           *           !!         .    .    .     0   !
 1982.4!                      +  *            !!         .    .  0 .         !
 1983.1!           *          +               !!    0    .    .    .         !
 1983.2!           +  *                       !!         .    .  0 .         !
 1983.3!              +                       !!         .    0    .         !
 1983.4!             +*                       !!         .    .0   .         !
 1984.1!       *     +                        !!         0    .    .         !
 1984.2!         +        *                   !!         .    .    .   0     !
 1984.3!                +                     !!         .    .0   .         !
 1984.4!              +  *                    !!         .    .  0 .         !
 1985.1*              +                       !!0        .    .    .         !
 1985.2!  +       *                           !!         .    .    .  0      !
 1985.3!           +    *                     !!         .    .   0.         !
 1985.4!               + *                    !!         .    .0   .         !
 1986.1!  *               +                   !0         .    .    .         !
 1986.2!       +         *                    !!         .    .    .   0     !
 1986.3!                  + *                 !!         .    . 0  .         !
 1986.4!                    +*                !!         .    .0   .         !
 1987.1!              *       +               !!       0 .    .    .         !
 1987.2!                 +*                   !!         .    .0   .         !
 1987.3!                    +*                !!         .    .0   .         !
 1987.4!                      +    *          !!         .    .    0         !
 1988.1!                    *     +           !!        0.    .    .         !
 1988.2!              *       +               !!       0 .    .    .         !
 1988.3!                +   *                 !!         .    .   0.         !
 1988.4!                *    +                !!         0    .    .         !
 1989.1!                  +                   !!         .    0    .         !
 1989.2!                 * +                  !!         .  0 .    .         !
 1989.3!                 *+                   !!         .   0.    .         !
 1989.4!          *        +                  !!       0 .    .    .         !
 1990.1!              *+                      !!         .    0    .         !
 1990.2!                 + *                  !!         .    .0   .         !
 1990.3!              *      +                !!        0.    .    .         !
 1990.4!               *  +                   !!         . 0  .    .         !
 1991.1!          *        +                  !!      0  .    .    .         !
 1991.2!              +        *              !!         .    .    .  0      !
 1991.3!                  *     +             !!         0    .    .         !
 1991.4!                    +                 !!         .    0    .         !
 1992.1!              *       +               !!       0 .    .    .         !
 1992.2!                  +     *             !!         .    .    .0        !
 1992.3!                 *       +            !!      0  .    .    .         !
 1992.4!                   +        *         !!         .    .    .  0      !
 1993.1!                    *      +          !!        0.    .    .         !
 1993.2!                 *    +               !!         0    .    .         !
 1993.3!               *  +                   !!         . 0  .    .         !
 1993.4!               * +                    !!         .  0 .    .         !
 1994.1!             *   +                    !!         .0   .    .         !
 1994.2!                +     *               !!         .    .    0         !
 1994.3!           *          +               !!    0    .    .    .         !
 1994.4!              *+                      !!         .   0.    .         !
 1995.1!          *      +                    !!        0.    .    .         !
 1995.2!              +*                      !!         .    .0   .         !
 1995.3!                 *+                   !!         .   0.    .         !
 1995.4!                  *+                  !!         .   0.    .         !
 1996.1!               *    +                 !!         0    .    .         !
 1996.2!                  +   *               !!         .    .  0 .         !
 1996.3!                     * +              !!         .   0.    .         !
 1996.4!                 *    +               !!         0    .    .         !
 1997.1!                   + *                !!         .    . 0  .         !
 1997.2!                      +*              !!         .    .0   .         !
 1997.3!             *         +              !!     0   .    .    .         !
 1997.4!                +      *              !!         .    .    .0        !
 1998.1!                   *  +               !!         .  0 .    .         !
 1998.2!                   *+                 !!         .   0.    .         !
 1998.3!                   +  *               !!         .    . 0  .         !
 1998.4!                      +*              !!         .    .0   .         !
 1999.1!                      *+              !!         .   0.    .         !
 1999.2!                     +*               !!         .    0    .         !
 1999.3!                      +*              !!         .    .0   .         !
 1999.4!                   *  +               !!         . 0  .    .         !
 2000.1!                    + *               !!         .    . 0  .         !
 2000.2!                     + *              !!         .    . 0  .         !
 2000.3!                 *    +               !!         .0   .    .         !
 2000.4!           *     +                    !!         0    .    .         !
 2001.1!         *    +                       !!         .0   .    .         !
 2001.2!            +      *                  !!         .    .    . 0       !
 2001.3!                   +*                 !!         .    .0   .         !
 2001.4!               *   +                  !!         .0   .    .         !
 2002.1!               +  *                   !!         .    .  0 .         !
 2002.2!                  +*                  !!         .    .0   .         !
 2002.3!                    +    *            !!         .    .    0         !
 2002.4!                        +*            !!         .    .0   .         !
 2003.1!                        +  *          !!         .    .  0 .         !
 2003.2!                         *+           !!         .  0 .    .         !
 2003.3!                        +*            !!         .    0    .         !
 2003.4!                         +   *        !!         .    .  0 .         !
 2004.1!                           *+         !!         .   0.    .         !
 2004.2!                        * +           !!         .  0 .    .         !
 2004.3!                         +*           !!         .    .0   .         !
 2004.4!                          +   *       !!         .    .  0 .         !
 2005.1!                             +        !!         .    0    .         !
 2005.2!                            + *       !!         .    . 0  .         !
 2005.3!                             +*       !!         .    .0   .         !
 2005.4!                            +         !!         .   0.    .         !
 2006.1!                           + *        !!         .    . 0  .         !
 2006.2!                            +   *     !!         .    .  0 .         !
 2006.3!                              +    *  !!         .    .   0.         !
 2006.4!                                + *   !!         .    .0   .         !
 2007.1!                                +*    !!         .    .0   .         !
 2007.2!                               +  *   !!         .    .  0 .         !
 2007.3!                                +*    !!         .    .0   .         !
 2007.4!                               *+     !!         .   0.    .         !
 2008.1!                              +  *    !!         .    . 0  .         !
 2008.2!                                + *   !!         .    . 0  .         !
 2008.3!                                 + *  !!         .    . 0  .         !
 2008.4!                                 +*   !!         .    .0   .         !
 2009.1!                                +  *  !!         .    .  0 .         !
 2009.2!                                +   * !!         .    .  0 .         !
 2009.3!                                 + *  !!         .    .0   .         !
 2009.4!                                 +*   !!         .    .0   .         !
 2010.1!                                + *   !!         .    . 0  .         !
 2010.2!                                +   * !!         .    .   0.         !
 2010.3!                                 + *  !!         .    . 0  .         !
 2010.4!                                 +*   !!         .    .0   .         !
 2011.1!                                +   * !!         .    .   0.         !
 2011.2!                                 +*   !!         .    .0   .         !
 2011.3!                               + *    !!         .    . 0  .         !
 2011.4!                               +   *  !!         .    .   0.         !
 2012.1!                                +  *  !!         .    .  0 .         !
 2012.2!                                +     *!         .    .    .0        !
 2012.3!                                  +  *!!         .    .  0 .         !
 2012.4!                                 + *  !!         .    .0   .         !


     28.00 percent of the residuals exceed 1 SE
      4.80 percent of the residuals exceed 2 SE
@EQ  3227 LAAARLI C LAARLI(-1) PARLI;SMPL 1986.3 2012.4;OLS;EST 3227 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRLI=BRPX$Q/LIPMM;                                                     
 GENR LAABRLI=LOG(AABRLI+.00001);                                             
 GENR LABRLI=LOG(ABRLI+.00001);                                               
 LHS AABRLI=EXP(LAABRLI)-.00001;                                              
  EQ 3228 LAABRLI C LABRLI(-1) PBRLI;                                         
EQUATION 1655  LAABRLI  
   RHS     C  LABRLI(-1)  PBRLI  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1655 PLOT=0;END;                                                     

Equation number = 1655
**********************

Dependent variable = LAABRLI 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.569733051

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.285990069       0.328051052  -0.87179     1.000000
15374 LABRLI  ( -1)       0.814149050       0.046335215  17.57085    -4.599606
15372 PBRLI   (  0)      -0.551961960       0.301560170  -1.83035     0.976477

SE of equation            =     0.506235137
Sum of squared residuals  =  31.5217037       0.225242047E-11
Average absolute error    =     0.351739140
Sum of ABS residuals      =  44.3191317    
R squared                 =   0.73488
Durbin-Watson statistic   =   2.48410
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!       *   +                          !!           0  .  .           !
 1981.4!         * +                          !!           .0 .  .           !
 1982.1!            *+                        !!           . 0.  .           !
 1982.2!              *+                      !!           .  0  .           !
 1982.3!               * +                    !!           .0 .  .           !
 1982.4!               * +                    !!           .0 .  .           !
 1983.1!    *            +                    !!   0       .  .  .           !
 1983.2!        +         *                   !!           .  .  .    0      !
 1983.3!                   + *                !!           .  . 0.           !
 1983.4!                *     +               !!         0 .  .  .           !
 1984.1!               * +                    !!           .0 .  .           !
 1984.2!          *      +                    !!        0  .  .  .           !
 1984.3!         *  +                         !!           0  .  .           !
 1984.4!           +   *                      !!           .  .  0           !
 1985.1*                +                     !0           .  .  .           !
 1985.2!    +          *                      !!           .  .  .      0    !
 1985.3!                *+                    !!           . 0.  .           !
 1985.4!                  + *                 !!           .  . 0.           !
 1986.1!                      +*              !!           .  0  .           !
 1986.2!                        +             !!           .  0  .           !
 1986.3!                        * +           !!           . 0.  .           !
 1986.4!               *         +            !!     0     .  .  .           !
 1987.1!                  +    *              !!           .  .  .0          !
 1987.2!                         +            !!           .  0  .           !
 1987.3!                          +*          !!           .  .0 .           !
 1987.4!                          * +         !!           .0 .  .           !
 1988.1!                           *+         !!           . 0.  .           !
 1988.2!                           *+         !!           . 0.  .           !
 1988.3!                           +*         !!           .  0  .           !
 1988.4!                            *+        !!           . 0.  .           !
 1989.1!                            +  *      !!           .  .  0           !
 1989.2!                               +*     !!           .  0  .           !
 1989.3!                                +     !!           .  0  .           !
 1989.4!                               * +    !!           . 0.  .           !
 1990.1!                                + *   !!           .  .0 .           !
 1990.2!                                  +   !!           .  .0 .           !
 1990.3!                                  +*  !!           .  0  .           !
 1990.4!                                 *+   !!           . 0.  .           !
 1991.1!                                 *+   !!           .  0  .           !
 1991.2!                                 +*   !!           .  .0 .           !
 1991.3!                                * +   !!           .0 .  .           !
 1991.4!                                +     !!           . 0.  .           !
 1992.1!                         *     +      !!         0 .  .  .           !
 1992.2!                          + *         !!           .  . 0.           !
 1992.3!                             +*       !!           .  .0 .           !
 1992.4!                              +       !!           .  0  .           !
 1993.1!                              +*      !!           .  .0 .           !
 1993.2!                               +      !!           .  0  .           !
 1993.3!                               +*     !!           .  .0 .           !
 1993.4!                                +     !!           .  0  .           !
 1994.1!                              * +     !!           . 0.  .           !
 1994.2!                              +  *    !!           .  . 0.           !
 1994.3!                                +*    !!           .  0  .           !
 1994.4!                                +     !!           . 0.  .           !
 1995.1!                              * +     !!           .0 .  .           !
 1995.2!                              +       !!           . 0.  .           !
 1995.3!                              + *     !!           .  .0 .           !
 1995.4!                              *+      !!           . 0.  .           !
 1996.1!                             *+       !!           . 0.  .           !
 1996.2!                             +   *    !!           .  .  0           !
 1996.3!                                 +    !!           .  0  .           !
 1996.4!                                 +*   !!           .  .0 .           !
 1997.1!                                * +   !!           .0 .  .           !
 1997.2!                            *  +      !!           0  .  .           !
 1997.3!                            +   *     !!           .  .  0           !
 1997.4!                               +      !!           .  .0 .           !
 1998.1!                               +      !!           .  0  .           !
 1998.2!                               + *    !!           .  . 0.           !
 1998.3!                                 +*   !!           .  .0 .           !
 1998.4!                                *+    !!           . 0.  .           !
 1999.1!                                + *   !!           .  . 0.           !
 1999.2!                               * +    !!           .0 .  .           !
 1999.3!                               +   *  !!           .  .  0           !
 1999.4!                              *   +   !!           0  .  .           !
 2000.1!                              +       !!           .  0  .           !
 2000.2!                              +  *    !!           .  . 0.           !
 2000.3!                              * +     !!           . 0.  .           !
 2000.4!                             *+       !!           . 0.  .           !
 2001.1!                             +   *    !!           .  .  .0          !
 2001.2!                       *        +     !!      0    .  .  .           !
 2001.3!                        + *           !!           .  . 0.           !
 2001.4!                           +          !!           .  0  .           !
 2002.1!                    *       +         !!       0   .  .  .           !
 2002.2!                     +  *             !!           .  . 0.           !
 2002.3!                          +  *        !!           .  .  0           !
 2002.4!                          *  +        !!           0  .  .           !
 2003.1!                           +*         !!           .  .0 .           !
 2003.2!                            +   *     !!           .  .  0           !
 2003.3!                              * +     !!           . 0.  .           !
 2003.4!                          *   +       !!          0.  .  .           !
 2004.1!                           +   *      !!           .  .  0           !
 2004.2!                             *+       !!           . 0.  .           !
 2004.3!                             +     *  !!           .  .  . 0         !
 2004.4!                                  +   !!           .  0  .           !
 2005.1!                                *+    !!           .0 .  .           !
 2005.2!                               +    * !!           .  .  .0          !
 2005.3!                                  +   *!           .  .  0           !
 2005.4!                                    +*!!           .  .0 .           !
 2006.1!                                 *  + !!           .0 .  .           !
 2006.2!                                +*    !!           .  .0 .           !
 2006.3!                                +  *  !!           .  .  0           !
 2006.4!                                  +*  !!           .  .0 .           !
 2007.1!                                  +   !!           .  0  .           !
 2007.2!                                + *   !!           .  .0 .           !
 2007.3!                                 +*   !!           .  .0 .           !
 2007.4!                                 +    !!           .  0  .           !
 2008.1!                              * +     !!           . 0.  .           !
 2008.2!                              +   *   !!           .  .  0           !
 2008.3!                                + *   !!           .  . 0.           !
 2008.4!                               + *    !!           .  . 0.           !
 2009.1!                            *   +     !!          0.  .  .           !
 2009.2!                        *   +         !!          0.  .  .           !
 2009.3!                         +    *       !!           .  .  .0          !
 2009.4!                             + *      !!           .  . 0.           !
 2010.1!                               +   *  !!           .  .  .0          !
 2010.2!                            *    +    !!         0 .  .  .           !
 2010.3!                           +     *    !!           .  .  . 0         !
 2010.4!                               +     *!!           .  .  . 0         !
 2011.1!                                * +   !!           .0 .  .           !
 2011.2!                       *      +       !!        0  .  .  .           !
 2011.3!                       +    *         !!           .  .  .0          !
 2011.4!                           + *        !!           .  . 0.           !
 2012.1!                           +      *   !!           .  .  . 0         !
 2012.2!                               +*     !!           .  0  .           !
 2012.3!                              + *     !!           .  . 0.           !
 2012.4!                               +    * !!           .  .  .0          !


     22.22 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
@@EQ 3229 LAACELI C LACELI(-1) PCELI;SMPL 2012.3 2012.4;OLS;EST 3229 PLOT=0;EN
@@EQ 3230 LAAMELI C LAMELI(-1) PMELI;SMPL 2012.3 2012.4;OLS;EST 3230 PLOT=0;EN
@@EQ 3231 LAAPELI C LAPELI(-1) PPELI;SMPL 2013.1 2012.4;OLS;EST 3231 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PTULI=TUPX$/LIPMM;                                                      
 GENR LAATULI=LOG(AATULI+.00001);                                             
 GENR LATULI=LOG(ATULI+.00001);                                               
 LHS AATULI=EXP(LAATULI)-.00001;                                              
  EQ 3232 LAATULI C LATULI(-1) PTULI;                                         
EQUATION 1656  LAATULI  
   RHS     C  LATULI(-1)  PTULI  
 SMPL 1971.2 2012.4;                                                          
Sample period is now  1971.2 to  2012.4 Internally:    78 to   244
 OLS;EST 1656 PLOT=0;END;                                                     

Equation number = 1656
**********************

Dependent variable = LAATULI 

 1971.2 -   2012.4,    0 missing obs.,  167 obs. used.

Mean of dependent variable       -3.751069814

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.373408513       0.347935477   1.07321     1.000000
15377 LATULI  ( -1)       0.871171800       0.036786293  23.68197    -3.770559
15375 PTULI   (  0)      -0.734294319       0.337960523  -2.17272     1.143511

SE of equation            =     0.500568255
Sum of squared residuals  =  41.0932467       0.100479625E-10
Average absolute error    =     0.348349063
Sum of ABS residuals      =  58.1742934    
R squared                 =   0.82528
Durbin-Watson statistic   =   2.53923
SMPL and No. Obs.         = 1971.2   2012.4    167

Plot of actual(*) and fitted(+) values and residuals(0)


 1971.2!              +                       !!          .   0   .          !
 1971.3!             * +                      !!          . 0 .   .          !
 1971.4!            * +                       !!          . 0 .   .          !
 1972.1!           * +                        !!          . 0 .   .          !
 1972.2!           *+                         !!          . 0 .   .          !
 1972.3!          * +                         !!          .0  .   .          !
 1972.4!           + *                        !!          .   . 0 .          !
 1973.1!               +*                     !!          .   . 0 .          !
 1973.2!               * +                    !!          .0  .   .          !
 1973.3!       *        +                     !!    0     .   .   .          !
 1973.4!         +   *                        !!          .   .   .0         !
 1974.1!            * +                       !!          . 0 .   .          !
 1974.2!           *  +                       !!          .0  .   .          !
 1974.3!       *     +                        !!        0 .   .   .          !
 1974.4!       * +                            !!          .0  .   .          !
 1975.1!*        +                            !!     0    .   .   .          !
 1975.2!   +            *                     !!          .   .   .         0!
 1975.3!                 +  *                 !!          .   .   0          !
 1975.4!      *             +                 !0          .   .   .          !
 1976.1!        +  *                          !!          .   .  0.          !
 1976.2!     *      +                         !!       0  .   .   .          !
 1976.3!    *   +                             !!          .0  .   .          !
 1976.4!     * +                              !!          . 0 .   .          !
 1977.1!     * +                              !!          . 0 .   .          !
 1977.2*       +                              !!      0   .   .   .          !
 1977.3!  +       *                           !!          .   .   .   0      !
 1977.4!            +                         !!          .   .0  .          !
 1978.1!           *  +                       !!          .0  .   .          !
 1978.2!    *        +                        !!     0    .   .   .          !
 1978.3!       +             *                !!          .   .   .          0
 1978.4!                    * +               !!          . 0 .   .          !
 1979.1!           *         +                !!   0      .   .   .          !
 1979.2!             +  *                     !!          .   .  0.          !
 1979.3!                 +                    !!          .   0   .          !
 1979.4!         *        +                   !!    0     .   .   .          !
 1980.1!           +                          !!          .   0   .          !
 1980.2!             +  *                     !!          .   .  0.          !
 1980.3!               *  +                   !!          .0  .   .          !
 1980.4!                +*                    !!          .   .0  .          !
 1981.1!                  +    *              !!          .   .   .0         !
 1981.2!                      + *             !!          .   . 0 .          !
 1981.3!                        +             !!          .   .0  .          !
 1981.4!                        +  *          !!          .   .   0          !
 1982.1!                        * +           !!          . 0 .   .          !
 1982.2!                       +  *           !!          .   .  0.          !
 1982.3!                        *+            !!          .  0.   .          !
 1982.4!                       +*             !!          .   .0  .          !
 1983.1!                       +              !!          .   0   .          !
 1983.2!                      +   *           !!          .   .   0          !
 1983.3!                       *+             !!          . 0 .   .          !
 1983.4!                     +                !!          .  0.   .          !
 1984.1!                    +   *             !!          .   .   0          !
 1984.2!                      +*              !!          .   .0  .          !
 1984.3!                   *  +               !!          .0  .   .          !
 1984.4!                  +  *                !!          .   .  0.          !
 1985.1!                *  +                  !!          .0  .   .          !
 1985.2!               + *                    !!          .   . 0 .          !
 1985.3!                +  *                  !!          .   . 0 .          !
 1985.4!                  +*                  !!          .   .0  .          !
 1986.1!                    +     *           !!          .   .   . 0        !
 1986.2!                         +            !!          .   .0  .          !
 1986.3!                         +            !!          .   0   .          !
 1986.4!                         +  *         !!          .   .  0.          !
 1987.1!                       *    +         !!         0.   .   .          !
 1987.2!                        +             !!          .   0   .          !
 1987.3!                        +     *       !!          .   .   .0         !
 1987.4!                           * +        !!          . 0 .   .          !
 1988.1!                           +          !!          .  0.   .          !
 1988.2!                           +*         !!          .   .0  .          !
 1988.3!                           +*         !!          .   0   .          !
 1988.4!                            +*        !!          .   . 0 .          !
 1989.1!                             +        !!          .   .0  .          !
 1989.2!                            *+        !!          .  0.   .          !
 1989.3!                           +*         !!          .   0   .          !
 1989.4!                           + *        !!          .   . 0 .          !
 1990.1!                             + *      !!          .   . 0 .          !
 1990.2!                              +*      !!          .   0   .          !
 1990.3!                          *    +      !!         0.   .   .          !
 1990.4!                           +*         !!          .   .0  .          !
 1991.1!                            +*        !!          .   .0  .          !
 1991.2!                            *+        !!          .   0   .          !
 1991.3!                            +*        !!          .   .0  .          !
 1991.4!                             +        !!          .   0   .          !
 1992.1!                             + *      !!          .   . 0 .          !
 1992.2!                               +*     !!          .   .0  .          !
 1992.3!                               *+     !!          .  0.   .          !
 1992.4!                            * +       !!          . 0 .   .          !
 1993.1!                           *+         !!          .  0.   .          !
 1993.2!                           +   *      !!          .   .   .0         !
 1993.3!                           *   +      !!          0   .   .          !
 1993.4!                           +   *      !!          .   .   0          !
 1994.1!                           *  +       !!          .0  .   .          !
 1994.2!                           +          !!          .   0   .          !
 1994.3!                           +   *      !!          .   .   0          !
 1994.4!                             *+       !!          .  0.   .          !
 1995.1!                             +        !!          .  0.   .          !
 1995.2!                             + *      !!          .   . 0 .          !
 1995.3!                            *  +      !!          . 0 .   .          !
 1995.4!                            +  *      !!          .   .  0.          !
 1996.1!                              *+      !!          .  0.   .          !
 1996.2!                             *+       !!          .  0.   .          !
 1996.3!                         *   +        !!          0   .   .          !
 1996.4!                         +       *    !!          .   .   .   0      !
 1997.1!                              * +     !!          . 0 .   .          !
 1997.2!                             +        !!          .  0.   .          !
 1997.3!                         *  +         !!          0   .   .          !
 1997.4!                        *+            !!          .  0.   .          !
 1998.1!                     *  +             !!          .0  .   .          !
 1998.2!                     + *              !!          .   . 0 .          !
 1998.3!                      *+              !!          . 0 .   .          !
 1998.4!                      +   *           !!          .   .  0.          !
 1999.1!                          +           !!          .   .0  .          !
 1999.2!                          +           !!          .   0   .          !
 1999.3!                        * +           !!          . 0 .   .          !
 1999.4!                        +      *      !!          .   .   .  0       !
 2000.1!                         *    +       !!         0.   .   .          !
 2000.2!                         +*           !!          .   . 0 .          !
 2000.3!                    *    +            !!        0 .   .   .          !
 2000.4!                    +    *            !!          .   .   .0         !
 2001.1!                 *      +             !!      0   .   .   .          !
 2001.2!                 +   *                !!          .   .   0          !
 2001.3!                     +                !!          .   0   .          !
 2001.4!                    +  *              !!          .   .  0.          !
 2002.1!                      +  *            !!          .   . 0 .          !
 2002.2!                        +*            !!          .   .0  .          !
 2002.3!                         +            !!          .   0   .          !
 2002.4!                         +   *        !!          .   .   0          !
 2003.1!                           *+         !!          .  0.   .          !
 2003.2!                           +   *      !!          .   .   0          !
 2003.3!                             * +      !!          . 0 .   .          !
 2003.4!                            *+        !!          .  0.   .          !
 2004.1!                           * +        !!          . 0 .   .          !
 2004.2!                           +   *      !!          .   .   0          !
 2004.3!                              *+      !!          .  0.   .          !
 2004.4!                             *+       !!          .  0.   .          !
 2005.1!                              +*      !!          .   .0  .          !
 2005.2!                               +      !!          .   0   .          !
 2005.3!                              *+      !!          .  0.   .          !
 2005.4!                            * +       !!          . 0 .   .          !
 2006.1!                             +*       !!          .   . 0 .          !
 2006.2!                              + *     !!          .   . 0 .          !
 2006.3!                               *+     !!          .   0   .          !
 2006.4!                              *+      !!          .  0.   .          !
 2007.1!                            * +       !!          . 0 .   .          !
 2007.2!                             + *      !!          .   .  0.          !
 2007.3!                               +      !!          .   0   .          !
 2007.4!                               +*     !!          .   .0  .          !
 2008.1!                                 +    !!          .   .0  .          !
 2008.2!                                *+    !!          .  0.   .          !
 2008.3!                               *+     !!          .  0.   .          !
 2008.4!                               +*     !!          .   0   .          !
 2009.1!                               +  *   !!          .   .  0.          !
 2009.2!                                  +   !!          .   0   .          !
 2009.3!                                  +*  !!          .   .0  .          !
 2009.4!                                  + * !!          .   . 0 .          !
 2010.1!                                   +  !!          .   0   .          !
 2010.2!                                  + * !!          .   . 0 .          !
 2010.3!                                  *+  !!          .  0.   .          !
 2010.4!                                 + *  !!          .   .0  .          !
 2011.1!                                  +   !!          .   0   .          !
 2011.2!                                  + * !!          .   .  0.          !
 2011.3!                                   +  *!          .   .  0.          !
 2011.4!                                    *+!!          .   0   .          !
 2012.1!                                   +  *!          .   .  0.          !
 2012.2!                                    *+!!          .  0.   .          !
 2012.3!                                   +  !!          .   0   .          !
 2012.4!                                  +  *!!          .   .  0.          !


     19.76 percent of the residuals exceed 1 SE
      7.19 percent of the residuals exceed 2 SE
@EQ  3233 LAAPDLI C LAPDLI(-1) PPDLI;SMPL 1981.3 2012.4;OLS;EST 3233 PLOT=0;EN
@@EQ 3234 LAARULI C LARULI(-1) PRULI;SMPL 2000.1 2012.4;OLS;EST 3234 PLOT=0;EN
@@EQ 3235 LAAUELI C LAUELI(-1) PUELI;SMPL 1996.3 2012.4;OLS;EST 3235 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PEGLI=EGPX$/LIPMM;                                                      
 GENR LAAEGLI=LOG(AAEGLI+.00001);                                             
 GENR LAEGLI=LOG(AEGLI+.00001);                                               
 LHS AAEGLI=EXP(LAAEGLI)-.00001;                                              
  EQ 3236 LAAEGLI C LAEGLI(-1) PEGLI;                                         
EQUATION 1657  LAAEGLI  
   RHS     C  LAEGLI(-1)  PEGLI  
 SMPL 1986.1 2012.4;                                                          
Sample period is now  1986.1 to  2012.4 Internally:   137 to   244
 OLS;EST 1657 PLOT=0;END;                                                     

Equation number = 1657
**********************

Dependent variable = LAAEGLI 

 1986.1 -   2012.4,    0 missing obs.,  108 obs. used.

Mean of dependent variable       -4.722968315

                     Coef est             SE           T statistic      Mean
   40 C       (  0)       0.281426567       0.656960333   0.42838     1.000000
15380 LAEGLI  ( -1)       0.938014023       0.026261608  35.71807    -4.792069
15378 PEGLI   (  0)      -0.467661188       0.631025679  -0.74111     1.089180

SE of equation            =     0.560187135
Sum of squared residuals  =  32.9500107      -0.121087584E-10
Average absolute error    =     0.315553213
Sum of ABS residuals      =  34.0797470    
R squared                 =   0.93327
Durbin-Watson statistic   =   2.17139
SMPL and No. Obs.         = 1986.1   2012.4    108

Plot of actual(*) and fitted(+) values and residuals(0)


 1986.1!   *+                                 !!            .0. .            !
 1986.2! *  +                                 !!           0. . .            !
 1986.3! * +                                  !!            .0. .            !
 1986.4!   +*                                 !!            . .0.            !
 1987.1!     *+                               !!            .0. .            !
 1987.2!    * +                               !!            0 . .            !
 1987.3!    * +                               !!            .0. .            !
 1987.4!    * +                               !!            0 . .            !
 1988.1*      +                               !!        0   . . .            !
 1988.2* +                                    !!            0 . .            !
 1988.3* +                                    !!            0 . .            !
 1988.4* +                                    !!            0 . .            !
 1989.1! +               *                    !!            . . .            0
 1989.2!                *+                    !!            .0. .            !
 1989.3!                *+                    !!            .0. .            !
 1989.4!                *+                    !!            .0. .            !
 1990.1!                 +       *            !!            . . .     0      !
 1990.2!                         +            !!            . 0 .            !
 1990.3!                         +            !!            . 0 .            !
 1990.4!                         +            !!            . 0 .            !
 1991.1!                          + *         !!            . . 0            !
 1991.2!                            + *       !!            . . 0            !
 1991.3!                             *+       !!            .0. .            !
 1991.4!                             +        !!            . 0 .            !
 1992.1!                           * +        !!            0 . .            !
 1992.2!                           +          !!            . 0 .            !
 1992.3!                           +*         !!            . .0.            !
 1992.4!                          * +         !!            0 . .            !
 1993.1!                         *+           !!            .0. .            !
 1993.2!                         +            !!            .0. .            !
 1993.3!                         +*           !!            . .0.            !
 1993.4!                          +  *        !!            . . .0           !
 1994.1!                        *   +         !!          0 . . .            !
 1994.2!                        + *           !!            . .0.            !
 1994.3!                          + *         !!            . . 0            !
 1994.4!                         *  +         !!            0 . .            !
 1995.1!                          +           !!            . 0 .            !
 1995.2!                          +*          !!            . .0.            !
 1995.3!                          *+          !!            0 . .            !
 1995.4!                         *+           !!            .0. .            !
 1996.1!                         +*           !!            . 0 .            !
 1996.2!                          +           !!            . 0 .            !
 1996.3!                          +           !!            . 0 .            !
 1996.4!                         *+           !!            .0. .            !
 1997.1!                          +*          !!            . .0.            !
 1997.2!                          *+          !!            .0. .            !
 1997.3!                           +          !!            . 0 .            !
 1997.4!                           +          !!            . 0 .            !
 1998.1!                           +          !!            . 0 .            !
 1998.2!                          + *         !!            . .0.            !
 1998.3!                           *+         !!            .0. .            !
 1998.4!                           +*         !!            . .0.            !
 1999.1!                          * +         !!           0. . .            !
 1999.2!                          +           !!            . .0.            !
 1999.3!                         *+           !!            .0. .            !
 1999.4!                         +*           !!            . .0.            !
 2000.1!                          +           !!            . .0.            !
 2000.2!                          +           !!            . 0 .            !
 2000.3!                          +           !!            . 0 .            !
 2000.4!                          +*          !!            . .0.            !
 2001.1!                          *+          !!            .0. .            !
 2001.2!                         *+           !!            .0. .            !
 2001.3!                         +            !!            . 0 .            !
 2001.4!                         +            !!            . 0 .            !
 2002.1!                         + *          !!            . . 0            !
 2002.2!                           +          !!            . 0 .            !
 2002.3!                          *+          !!            .0. .            !
 2002.4!                          +           !!            . 0 .            !
 2003.1!                          + *         !!            . . 0            !
 2003.2!                            *+        !!            . 0 .            !
 2003.3!                            +         !!            . 0 .            !
 2003.4!                            +*        !!            . 0 .            !
 2004.1!                          *  +        !!           0. . .            !
 2004.2!                          +           !!            . 0 .            !
 2004.3!                         *+           !!            .0. .            !
 2004.4!                          +           !!            . 0 .            !
 2005.1!                          + *         !!            . . 0            !
 2005.2!                            +         !!            . 0 .            !
 2005.3!                            +*        !!            . .0.            !
 2005.4!                             +        !!            . 0 .            !
 2006.1!                             +        !!            . 0 .            !
 2006.2!                            *+        !!            . 0 .            !
 2006.3!                            *+        !!            . 0 .            !
 2006.4!                            +         !!            . 0 .            !
 2007.1!                            +*        !!            . .0.            !
 2007.2!                             *+       !!            .0. .            !
 2007.3!                            *+        !!            .0. .            !
 2007.4!                             +        !!            . 0 .            !
 2008.1!                             +   *    !!            . . .0           !
 2008.2!                                 +    !!            . 0 .            !
 2008.3!                                *+    !!            .0. .            !
 2008.4!                               *+     !!            .0. .            !
 2009.1!                               +*     !!            . .0.            !
 2009.2!                                +*    !!            . 0 .            !
 2009.3!                                *+    !!            .0. .            !
 2009.4!                                +*    !!            . .0.            !
 2010.1!                                 +    !!            . 0 .            !
 2010.2!                                 +    !!            . 0 .            !
 2010.3!                                 +    !!            . 0 .            !
 2010.4!                                 +    !!            . 0 .            !
 2011.1!                                *+    !!            .0. .            !
 2011.2!                                +     *!            . . .   0        !
 2011.3!                                    *+!!            .0. .            !
 2011.4!                                  * + !!            0 . .            !
 2012.1!                                  +*  !!            . . 0            !
 2012.2!                                  *+  !!            .0. .            !
 2012.3!                                  +   !!            . 0 .            !
 2012.4!                                  +   !!            . 0 .            !


     11.11 percent of the residuals exceed 1 SE
      3.70 percent of the residuals exceed 2 SE
@@EQ 3237 LAAISLI C LAISLI(-1) PISLI;SMPL 2013.1 2012.4;OLS;EST 3237 PLOT=0;EN
@@EQ 3238 LAAKELI C LAKELI(-1) PKELI;SMPL 2003.3 2012.4;OLS;EST 3238 PLOT=0;EN
@@EQ 3239 LAABALI C LABALI(-1) PBALI;SMPL 2013.1 2012.4;OLS;EST 3239 PLOT=0;EN
@EQ  3240 LAAHKLI C LAHKLI(-1) PHKLI;SMPL 1987.2 2012.4;OLS;EST 3240 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSILI=SIPX$/LIPMM;                                                      
 GENR LAASILI=LOG(AASILI+.00001);                                             
 GENR LASILI=LOG(ASILI+.00001);                                               
 LHS AASILI=EXP(LAASILI)-.00001;                                              
  EQ 3241 LAASILI C LASILI(-1) PSILI;                                         
EQUATION 1658  LAASILI  
   RHS     C  LASILI(-1)  PSILI  
 SMPL 1976.4 2012.4;                                                          
Sample period is now  1976.4 to  2012.4 Internally:   100 to   244
 OLS;EST 1658 PLOT=0;END;                                                     

Equation number = 1658
**********************

Dependent variable = LAASILI 

 1976.4 -   2012.4,    0 missing obs.,  145 obs. used.

Mean of dependent variable       -6.386416248

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.329990736       0.356274226  -6.53988     1.000000
15383 LASILI  ( -1)       0.342820043       0.081299113   4.21677    -6.388177
15381 PSILI   (  0)      -1.296680322       0.223256855  -5.80802     1.439391

SE of equation            =     0.700868833
Sum of squared residuals  =  69.7528313      -0.389022148E-12
Average absolute error    =     0.497157271
Sum of ABS residuals      =  72.0878043    
R squared                 =   0.58430
Durbin-Watson statistic   =   2.01530
SMPL and No. Obs.         = 1976.4   2012.4    145

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.4!            *+                        !!           . 0.  .           !
 1977.1!            *+                        !!           . 0.  .           !
 1977.2!           * +                        !!           . 0.  .           !
 1977.3!            *+                        !!           . 0.  .           !
 1977.4!              +   *                   !!           .  .  0           !
 1978.1!               *+                     !!           .  0  .           !
 1978.2!               +                      !!           .  0  .           !
 1978.3!               +                      !!           .  0  .           !
 1978.4!          *     +                     !!          0.  .  .           !
 1979.1!              +                       !!           .  .0 .           !
 1979.2!             *+                       !!           . 0.  .           !
 1979.3!             *+                       !!           . 0.  .           !
 1979.4!        *    +                        !!          0.  .  .           !
 1980.1!           + *                        !!           .  . 0.           !
 1980.2!             +*                       !!           .  .0 .           !
 1980.3!             + *                      !!           .  .0 .           !
 1980.4*            +                         !!   0       .  .  .           !
 1981.1!      +*                              !!           .  .0 .           !
 1981.2!     *   +                            !!           0  .  .           !
 1981.3!        + *                           !!           .  .0 .           !
 1981.4!          +  *                        !!           .  .  0           !
 1982.1!           +  *                       !!           .  . 0.           !
 1982.2!*          +                          !!     0     .  .  .           !
 1982.3!      +                               !!           .  0  .           !
 1982.4!     *  +                             !!           .0 .  .           !
 1983.1!       *+                             !!           . 0.  .           !
 1983.2!        + *                           !!           .  . 0.           !
 1983.3!          +                           !!           .  0  .           !
 1983.4!   *      +                           !!         0 .  .  .           !
 1984.1!       +    *                         !!           .  .  .0          !
 1984.2!     *    +                           !!         0 .  .  .           !
 1984.3!        +     *                       !!           .  .  . 0         !
 1984.4!           +     *                    !!           .  .  . 0         !
 1985.1!            +                         !!           .  0  .           !
 1985.2!      *    +                          !!          0.  .  .           !
 1985.3!        * +                           !!           . 0.  .           !
 1985.4!           +      *                   !!           .  .  .  0        !
 1986.1!                 + *                  !!           .  . 0.           !
 1986.2!*                 +                   !0           .  .  .           !
 1986.3!            + *                       !!           .  .0 .           !
 1986.4!                 +     *              !!           .  .  . 0         !
 1987.1!                  * +                 !!           .0 .  .           !
 1987.2!            *     +                   !!         0 .  .  .           !
 1987.3!             *  +                     !!           0  .  .           !
 1987.4!                *+                    !!           . 0.  .           !
 1988.1!                  +  *                !!           .  .  0           !
 1988.2!                    +  *              !!           .  .  0           !
 1988.3!                    +                 !!           .  0  .           !
 1988.4!                    +                 !!           .  0  .           !
 1989.1!                   +   *              !!           .  .  0           !
 1989.2!                   *+                 !!           .  0  .           !
 1989.3!                  +                   !!           .  0  .           !
 1989.4!               *  +                   !!           0  .  .           !
 1990.1!                 +    *               !!           .  .  .0          !
 1990.2!                  * +                 !!           .0 .  .           !
 1990.3!                   +  *               !!           .  .  0           !
 1990.4!                   +                  !!           .  0  .           !
 1991.1!                   +   *              !!           .  .  0           !
 1991.2!                    +                 !!           .  0  .           !
 1991.3!                   +  *               !!           .  .  0           !
 1991.4!                    +   *             !!           .  .  .0          !
 1992.1!                     +  *             !!           .  . 0.           !
 1992.2!                     +*               !!           .  .0 .           !
 1992.3!                    +                 !!           .  0  .           !
 1992.4!                   +     *            !!           .  .  .0          !
 1993.1!                     +*               !!           .  .0 .           !
 1993.2!                    + *               !!           .  . 0.           !
 1993.3!                   + *                !!           .  . 0.           !
 1993.4!                   +   *              !!           .  .  0           !
 1994.1!                   *+                 !!           .  0  .           !
 1994.2!                   + *                !!           .  . 0.           !
 1994.3!                   + *                !!           .  .0 .           !
 1994.4!                   + *                !!           .  .0 .           !
 1995.1!                   +  *               !!           .  . 0.           !
 1995.2!                    +*                !!           .  .0 .           !
 1995.3!                    +  *              !!           .  . 0.           !
 1995.4!                    + *               !!           .  .0 .           !
 1996.1!                    + *               !!           .  . 0.           !
 1996.2!                 *  +                 !!           0  .  .           !
 1996.3!                  *+                  !!           . 0.  .           !
 1996.4!                  *+                  !!           .  0  .           !
 1997.1!              *    +                  !!          0.  .  .           !
 1997.2!                 +       *            !!           .  .  .  0        !
 1997.3!                     +   *            !!           .  .  0           !
 1997.4!                     +    *           !!           .  .  .0          !
 1998.1!                      + *             !!           .  . 0.           !
 1998.2!                    *+                !!           . 0.  .           !
 1998.3!                    +   *             !!           .  .  0           !
 1998.4!                      +*              !!           .  0  .           !
 1999.1!                    *+                !!           . 0.  .           !
 1999.2!                   *+                 !!           . 0.  .           !
 1999.3!                   +  *               !!           .  . 0.           !
 1999.4!                     +*               !!           .  .0 .           !
 2000.1!                    + *               !!           .  .0 .           !
 2000.2!                    + *               !!           .  . 0.           !
 2000.3!                    +   *             !!           .  .  0           !
 2000.4!                    +*                !!           .  .0 .           !
 2001.1!                    +   *             !!           .  .  .0          !
 2001.2!                     +*               !!           .  .0 .           !
 2001.3!                    +*                !!           .  0  .           !
 2001.4!                    +*                !!           .  .0 .           !
 2002.1!                *   +                 !!          0.  .  .           !
 2002.2!                   +  *               !!           .  .  0           !
 2002.3!                     + *              !!           .  .0 .           !
 2002.4!                     +  *             !!           .  . 0.           !
 2003.1!                     *+               !!           . 0.  .           !
 2003.2!                      +*              !!           .  .0 .           !
 2003.3!                      +   *           !!           .  .  0           !
 2003.4!                        +             !!           .  0  .           !
 2004.1!                     * +              !!           . 0.  .           !
 2004.2!                     *+               !!           . 0.  .           !
 2004.3!                      + *             !!           .  . 0.           !
 2004.4!                    *   +             !!           0  .  .           !
 2005.1!                      +*              !!           .  .0 .           !
 2005.2!                       +              !!           .  0  .           !
 2005.3!                       + *            !!           .  . 0.           !
 2005.4!                       +              !!           .  0  .           !
 2006.1!                       +              !!           .  0  .           !
 2006.2!                    *  +              !!           .0 .  .           !
 2006.3!                      +               !!           .  0  .           !
 2006.4!                   *   +              !!           0  .  .           !
 2007.1!                     *+               !!           .  0  .           !
 2007.2!                    *  +              !!           .0 .  .           !
 2007.3!                      +*              !!           .  .0 .           !
 2007.4!                       + *            !!           .  .0 .           !
 2008.1!                     *  +             !!           .0 .  .           !
 2008.2!                       +*             !!           .  .0 .           !
 2008.3!                       +              *!           .  .  .        0  !
 2008.4!                      *      +        !!         0 .  .  .           !
 2009.1!                       +*             !!           .  0  .           !
 2009.2!                      * +             !!           . 0.  .           !
 2009.3!                     * +              !!           .0 .  .           !
 2009.4!                       +              !!           .  0  .           !
 2010.1!                      *+              !!           . 0.  .           !
 2010.2!                       +  *           !!           .  .  0           !
 2010.3!                      * +             !!           .0 .  .           !
 2010.4!                 *     +              !!          0.  .  .           !
 2011.1!                     + *              !!           .  . 0.           !
 2011.2!                *      +              !!        0  .  .  .           !
 2011.3!                *   +                 !!          0.  .  .           !
 2011.4!               *    +                 !!          0.  .  .           !
 2012.1!                 *  +                 !!           0  .  .           !
 2012.2!               *     +                !!         0 .  .  .           !
 2012.3!               *    +                 !!          0.  .  .           !
 2012.4!             *      +                 !!        0  .  .  .           !


     23.45 percent of the residuals exceed 1 SE
      2.76 percent of the residuals exceed 2 SE
@@EQ 3242 LAAVILI C LAVILI(-1) PVILI;SMPL 2013.1 2012.4;OLS;EST 3242 PLOT=0;EN
@@EQ 3243 LAANILI C LANILI(-1) PNILI;SMPL 2013.1 2012.4;OLS;EST 3243 PLOT=0;EN
@@EQ 3244 LAAALLI C LAALLI(-1) PALLI;SMPL 1988.3 2012.4;OLS;EST 3244 PLOT=0;EN
@@EQ 3245 LAAIALI C LAIALI(-1) PIALI;SMPL 1989.4 2012.4;OLS;EST 3245 PLOT=0;EN
@@EQ 3246 LAAINLI C LAINLI(-1) PINLI;SMPL 2013.1 2012.4;OLS;EST 3246 PLOT=0;EN
@@EQ 3247 LAAIQLI C LAIQLI(-1) PIQLI;SMPL 2013.1 2012.4;OLS;EST 3247 PLOT=0;EN
@@EQ 3248 LAAKULI C LAKULI(-1) PKULI;SMPL 1998.3 2012.4;OLS;EST 3248 PLOT=0;EN
@@EQ 3249 LAAUALI C LAUALI(-1) PUALI;SMPL 1998.3 2012.4;OLS;EST 3249 PLOT=0;EN
@EQ  3250 LAAUSUA C LAUSUA(-1) PUSUA;SMPL 1966.1 2012.4;OLS;EST 3250 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCAUA=CAPX$/UAPMM;                                                      
 GENR LAACAUA=LOG(AACAUA+.00001);                                             
 GENR LACAUA=LOG(ACAUA+.00001);                                               
 LHS AACAUA=EXP(LAACAUA)-.00001;                                              
  EQ 3251 LAACAUA C LACAUA(-1) PCAUA;                                         
EQUATION 1659  LAACAUA  
   RHS     C  LACAUA(-1)  PCAUA  
 SMPL 1974.4 2012.4;                                                          
Sample period is now  1974.4 to  2012.4 Internally:    92 to   244
 OLS;EST 1659 PLOT=0;END;                                                     

Equation number = 1659
**********************

Dependent variable = LAACAUA 

 1974.4 -   2012.4,    0 missing obs.,  153 obs. used.

Mean of dependent variable       -5.431633909

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.016910319       0.559588934  -3.60427     1.000000
15386 LACAUA  ( -1)       0.619732196       0.063878593   9.70172    -5.436999
15384 PCAUA   (  0)      -0.043851639       0.410417480  -0.10685     1.031671

SE of equation            =     0.383377635
Sum of squared residuals  =  22.0467617       0.137783118E-10
Average absolute error    =     0.290375764
Sum of ABS residuals      =  44.4274919    
R squared                 =   0.38578
Durbin-Watson statistic   =   2.37275
SMPL and No. Obs.         = 1974.4   2012.4    153

Plot of actual(*) and fitted(+) values and residuals(0)


 1974.4!         +     *                      !!          .   .  0.          !
 1975.1!  *            +                      !!      0   .   .   .          !
 1975.2*       +                              !!         0.   .   .          !
 1975.3!*    +                                !!          .0  .   .          !
 1975.4!     +  *                             !!          .   . 0 .          !
 1976.1!          + *                         !!          .   .0  .          !
 1976.2!            *+                        !!          .   0   .          !
 1976.3!           * +                        !!          .  0.   .          !
 1976.4!            +                         !!          .   0   .          !
 1977.1!       *     +                        !!          0   .   .          !
 1977.2!          +     *                     !!          .   .  0.          !
 1977.3!               +*                     !!          .   .0  .          !
 1977.4!                +   *                 !!          .   .  0.          !
 1978.1!     *            +                   !!      0   .   .   .          !
 1978.2!        +     *                       !!          .   .  0.          !
 1978.3!              +                       *!          .   .   .          0
 1978.4!                  *          +        !!       0  .   .   .          !
 1979.1!                 +*                   !!          .   .0  .          !
 1979.2!             *   +                    !!          . 0 .   .          !
 1979.3!              +             *         !!          .   .   .    0     !
 1979.4!        *              +              !!    0     .   .   .          !
 1980.1!          +    *                      !!          .   .  0.          !
 1980.2!          *    +                      !!          0   .   .          !
 1980.3!           +          *               !!          .   .   .  0       !
 1980.4!                   +    *             !!          .   .  0.          !
 1981.1!                    +*                !!          .   0   .          !
 1981.2!             *    +                   !!          .0  .   .          !
 1981.3!              +     *                 !!          .   .   0          !
 1981.4!                  +   *               !!          .   .  0.          !
 1982.1!                 * +                  !!          . 0 .   .          !
 1982.2!                +      *              !!          .   .   0          !
 1982.3!              *     +                 !!          .0  .   .          !
 1982.4!              +   *                   !!          .   . 0 .          !
 1983.1!                +*                    !!          .   .0  .          !
 1983.2!         *      +                     !!         0.   .   .          !
 1983.3!           +     *                    !!          .   .   0          !
 1983.4!     *          +                     !!       0  .   .   .          !
 1984.1!     *   +                            !!          . 0 .   .          !
 1984.2!      *  +                            !!          . 0 .   .          !
 1984.3!       * +                            !!          .  0.   .          !
 1984.4!          +      *                    !!          .   .   0          !
 1985.1!   *            +                     !!      0   .   .   .          !
 1985.2!       + *                            !!          .   .0  .          !
 1985.3!      *    +                          !!          .0  .   .          !
 1985.4*         +                            !!        0 .   .   .          !
 1986.1!     +                                !!          .   0   .          !
 1986.2!   *     +                            !!          .0  .   .          !
 1986.3!    *  +                              !!          . 0 .   .          !
 1986.4!        +           *                 !!          .   .   .  0       !
 1987.1!         *        +                   !!        0 .   .   .          !
 1987.2!          *+                          !!          .   0   .          !
 1987.3! *          +                         !!       0  .   .   .          !
 1987.4!   *  +                               !!          . 0 .   .          !
 1988.1!       +   *                          !!          .   . 0 .          !
 1988.2!        *   +                         !!          .0  .   .          !
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 1988.4! *         +                          !!        0 .   .   .          !
 1989.1! *    +                               !!          .0  .   .          !
 1989.2!      +*                              !!          .   .0  .          !
 1989.3!          +    *                      !!          .   .  0.          !
 1989.4!      *       +                       !!        0 .   .   .          !
 1990.1!     *   +                            !!          . 0 .   .          !
 1990.2!      *  +                            !!          . 0 .   .          !
 1990.3!   *     +                            !!          0   .   .          !
 1990.4!*       +                             !!         0.   .   .          !
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 1991.2!  *      +                            !!          0   .   .          !
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 1994.4!            +  *                      !!          .   . 0 .          !
 1995.1!               + *                    !!          .   .0  .          !
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 1995.3!               * +                    !!          .  0.   .          !
 1995.4!           *   +                      !!          . 0 .   .          !
 1996.1!            *+                        !!          .   0   .          !
 1996.2!             +   *                    !!          .   .  0.          !
 1996.3!                +*                    !!          .   .0  .          !
 1996.4!                +                     !!          .   0   .          !
 1997.1!               +  *                   !!          .   . 0 .          !
 1997.2!                 +         *          !!          .   .   .  0       !
 1997.3!               *      +               !!          0   .   .          !
 1997.4!           *   +                      !!          .0  .   .          !
 1998.1!            +            *            !!          .   .   .   0      !
 1998.2!                 *   +                !!          .0  .   .          !
 1998.3!              * +                     !!          .  0.   .          !
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 1999.3!             +                        !!          .   0   .          !
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 2000.1!              + *                     !!          .   .0  .          !
 2000.2!               +   *                  !!          .   . 0 .          !
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 2000.4!               *+                     !!          .   0   .          !
 2001.1!          *    +                      !!          .0  .   .          !
 2001.2!            +*                        !!          .   .0  .          !
 2001.3!            * +                       !!          .  0.   .          !
 2001.4!             +*                       !!          .   0   .          !
 2002.1!              +    *                  !!          .   .  0.          !
 2002.2!            *    +                    !!          .0  .   .          !
 2002.3!             +   *                    !!          .   . 0 .          !
 2002.4!            *   +                     !!          . 0 .   .          !
 2003.1!             +      *                 !!          .   .   .0         !
 2003.2!          *       +                   !!         0.   .   .          !
 2003.3!            +      *                  !!          .   .   .0         !
 2003.4!              *   +                   !!          . 0 .   .          !
 2004.1!              +*                      !!          .   0   .          !
 2004.2!               +  *                   !!          .   . 0 .          !
 2004.3!                 +                    !!          .   0   .          !
 2004.4!                + *                   !!          .   .0  .          !
 2005.1!                + *                   !!          .   .0  .          !
 2005.2!                 +  *                 !!          .   . 0 .          !
 2005.3!                * +                   !!          .  0.   .          !
 2005.4!               +*                     !!          .   .0  .          !
 2006.1!               +*                     !!          .   0   .          !
 2006.2!               +   *                  !!          .   . 0 .          !
 2006.3!                 +        *           !!          .   .   .0         !
 2006.4!                    * +               !!          .  0.   .          !
 2007.1!                  +*                  !!          .   0   .          !
 2007.2!                 +   *                !!          .   .  0.          !
 2007.3!                   +        *         !!          .   .   . 0        !
 2007.4!                       + *            !!          .   . 0 .          !
 2008.1!                     +    *           !!          .   .  0.          !
 2008.2!                  *   +               !!          . 0 .   .          !
 2008.3!                 +    *               !!          .   .  0.          !
 2008.4!                   +    *             !!          .   .  0.          !
 2009.1!                    +     *           !!          .   .   0          !
 2009.2!                      +    *          !!          .   .  0.          !
 2009.3!                      +*              !!          .   .0  .          !
 2009.4!                    +      *          !!          .   .   .0         !
 2010.1!                      +*              !!          .   0   .          !
 2010.2!                    +*                !!          .   .0  .          !
 2010.3!                   +  *               !!          .   . 0 .          !
 2010.4!                   +    *             !!          .   .  0.          !
 2011.1!                     + *              !!          .   .0  .          !
 2011.2!                    + *               !!          .   .0  .          !
 2011.3!                   +  *               !!          .   . 0 .          !
 2011.4!                   +     *            !!          .   .   0          !
 2012.1!                     +      *         !!          .   .   0          !
 2012.2!                       +*             !!          .   .0  .          !
 2012.3!                 *  +                 !!          . 0 .   .          !
 2012.4!                +  *                  !!          .   . 0 .          !


     25.49 percent of the residuals exceed 1 SE
      5.23 percent of the residuals exceed 2 SE
@EQ  3252 LAAJAUA C LAJAUA(-1) PJAUA;SMPL 1966.1 2012.4;OLS;EST 3252 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PAUUA=AUPX$/UAPMM;                                                      
 GENR LAAAUUA=LOG(AAAUUA+.00001);                                             
 GENR LAAUUA=LOG(AAUUA+.00001);                                               
 LHS AAAUUA=EXP(LAAAUUA)-.00001;                                              
  EQ 3253 LAAAUUA C LAAUUA(-1) PAUUA;                                         
EQUATION 1660  LAAAUUA  
   RHS     C  LAAUUA(-1)  PAUUA  
 SMPL 1972.4 2012.4;                                                          
Sample period is now  1972.4 to  2012.4 Internally:    84 to   244
 OLS;EST 1660 PLOT=0;END;                                                     

Equation number = 1660
**********************

Dependent variable = LAAAUUA 

 1972.4 -   2012.4,    0 missing obs.,  161 obs. used.

Mean of dependent variable       -5.334597002

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.582650295       0.287137095  -5.51183     1.000000
15389 LAAUUA  ( -1)       0.556706255       0.063768994   8.73005    -5.327054
15387 PAUUA   (  0)      -0.754474540       0.194898495  -3.87112     1.042238

SE of equation            =     0.317438506
Sum of squared residuals  =  15.9212184       0.198507877E-12
Average absolute error    =     0.216075687
Sum of ABS residuals      =  34.7881856    
R squared                 =   0.53407
Durbin-Watson statistic   =   2.15802
SMPL and No. Obs.         = 1972.4   2012.4    161

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.4!                      *+              !!           .  0  .           !
 1973.1!   *               +                  !!    0      .  .  .           !
 1973.2!      +*                              !!           .  .0 .           !
 1973.3! *     +                              !!           0  .  .           !
 1973.4*    +                                 !!           0  .  .           !
 1974.1!     +    *                           !!           .  .  0           !
 1974.2!           *+                         !!           .  0  .           !
 1974.3!             +    *                   !!           .  .  0           !
 1974.4!         *       +                    !!         0 .  .  .           !
 1975.1!    *     +                           !!          0.  .  .           !
 1975.2!        +                 *           !!           .  .  .       0   !
 1975.3!                    +       *         !!           .  .  . 0         !
 1975.4!                      +       *       !!           .  .  . 0         !
 1976.1!                       + *            !!           .  .0 .           !
 1976.2!                    +       *         !!           .  .  . 0         !
 1976.3!                      +              *!!           .  .  .     0     !
 1976.4!                       *  +           !!           .0 .  .           !
 1977.1!                   +   *              !!           .  . 0.           !
 1977.2!                   +         *        !!           .  .  .  0        !
 1977.3!                      +               !!           .  0  .           !
 1977.4!                  +                   !!           .  0  .           !
 1978.1!           *    +                     !!           0  .  .           !
 1978.2!    *       +                         !!         0 .  .  .           !
 1978.3!         +   *                        !!           .  . 0.           !
 1978.4!             +                        !!           .  0  .           !
 1979.1!         *    +                       !!           0  .  .           !
 1979.2!           +    *                     !!           .  .  0           !
 1979.3!             * +                      !!           . 0.  .           !
 1979.4!          *  +                        !!           .0 .  .           !
 1980.1! *           +                        !!       0   .  .  .           !
 1980.2! *      +                             !!          0.  .  .           !
 1980.3!    *   +                             !!           0  .  .           !
 1980.4!          +       *                   !!           .  .  . 0         !
 1981.1!      *           +                   !!       0   .  .  .           !
 1981.2!            +            *            !!           .  .  .    0      !
 1981.3!                  *    +              !!           0  .  .           !
 1981.4!                  +       *           !!           .  .  . 0         !
 1982.1!                     * +              !!           . 0.  .           !
 1982.2!                    +     *           !!           .  .  .0          !
 1982.3!                       +  *           !!           .  . 0.           !
 1982.4!                      +            *  !!           .  .  .    0      !
 1983.1!                           *+         !!           .  0  .           !
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 1983.3!                      +*              !!           .  .0 .           !
 1983.4!                    * +               !!           . 0.  .           !
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 1984.4!                     *  +             !!           . 0.  .           !
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 1985.4!               +    *                 !!           .  .  0           !
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 1986.2!           *     +                    !!          0.  .  .           !
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 1987.2!            +                         !!           .  0  .           !
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 1989.2!          +  *                        !!           .  . 0.           !
 1989.3!             +                        !!           .  0  .           !
 1989.4!          * +                         !!           . 0.  .           !
 1990.1!          + *                         !!           .  .0 .           !
 1990.2!      *    +                          !!           .0 .  .           !
 1990.3!       + *                            !!           .  . 0.           !
 1990.4!      *  +                            !!           .0 .  .           !
 1991.1!   *   +                              !!           0  .  .           !
 1991.2!   * +                                !!           . 0.  .           !
 1991.3!      +                               !!           .  0  .           !
 1991.4!      *+                              !!           . 0.  .           !
 1992.1!   *   +                              !!           .0 .  .           !
 1992.2!    *+                                !!           . 0.  .           !
 1992.3!     +                                !!           .  0  .           !
 1992.4!  *   +                               !!           0  .  .           !
 1993.1! *   +                                !!           .0 .  .           !
 1993.2!*    +                                !!           0  .  .           !
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 1993.4!   *    +                             !!           0  .  .           !
 1994.1!*    +                                !!           0  .  .           !
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 1994.3!*  +                                  !!           .0 .  .           !
 1994.4! *+                                   !!           . 0.  .           !
 1995.1!  +   *                               !!           .  . 0.           !
 1995.2!    + *                               !!           .  .0 .           !
 1995.3!     + *                              !!           .  .0 .           !
 1995.4!    +*                                !!           .  0  .           !
 1996.1!    +   *                             !!           .  . 0.           !
 1996.2!      +*                              !!           .  .0 .           !
 1996.3!      + *                             !!           .  .0 .           !
 1996.4!       +*                             !!           .  .0 .           !
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 1997.2!       +                              !!           .  0  .           !
 1997.3!       *+                             !!           .  0  .           !
 1997.4!       +                              !!           .  0  .           !
 1998.1!      +*                              !!           .  .0 .           !
 1998.2!       + *                            !!           .  .0 .           !
 1998.3!      + *                             !!           .  .0 .           !
 1998.4!     + *                              !!           .  .0 .           !
 1999.1!      + *                             !!           .  .0 .           !
 1999.2!    +     *                           !!           .  .  .0          !
 1999.3!        + *                           !!           .  .0 .           !
 1999.4!         +*                           !!           .  .0 .           !
 2000.1!          +*                          !!           .  .0 .           !
 2000.2!       *     +                        !!          0.  .  .           !
 2000.3!       *   +                          !!           .0 .  .           !
 2000.4!           + *                        !!           .  .0 .           !
 2001.1!           * +                        !!           .0 .  .           !
 2001.2!          *  +                        !!           .0 .  .           !
 2001.3!            +                         !!           .  0  .           !
 2001.4!             +                        *!           .  .  .           0
 2002.1!                *          +          !!       0   .  .  .           !
 2002.2!         *     +                      !!           0  .  .           !
 2002.3!           +                          !!           .  0  .           !
 2002.4!           *+                         !!           . 0.  .           !
 2003.1!         * +                          !!           . 0.  .           !
 2003.2!          +   *                       !!           .  . 0.           !
 2003.3!         *  +                         !!           .0 .  .           !
 2003.4!        *+                            !!           . 0.  .           !
 2004.1!       * +                            !!           . 0.  .           !
 2004.2!         +  *                         !!           .  . 0.           !
 2004.3!        *   +                         !!           .0 .  .           !
 2004.4!         + *                          !!           .  .0 .           !
 2005.1!         * +                          !!           . 0.  .           !
 2005.2!       *  +                           !!           .0 .  .           !
 2005.3!         +                            !!           .  0  .           !
 2005.4!           +                          !!           .  0  .           !
 2006.1!          *+                          !!           . 0.  .           !
 2006.2!           +  *                       !!           .  . 0.           !
 2006.3!             +                        !!           .  0  .           !
 2006.4!            +  *                      !!           .  . 0.           !
 2007.1!              +*                      !!           .  .0 .           !
 2007.2!             + *                      !!           .  .0 .           !
 2007.3!             +                        !!           .  0  .           !
 2007.4!            + *                       !!           .  . 0.           !
 2008.1!            +  *                      !!           .  . 0.           !
 2008.2!             +                        !!           .  0  .           !
 2008.3!            +                         !!           .  0  .           !
 2008.4!            +  *                      !!           .  . 0.           !
 2009.1!             +*                       !!           .  .0 .           !
 2009.2!         *   +                        !!           .0 .  .           !
 2009.3!          +*                          !!           .  0  .           !
 2009.4!           +                          !!           .  0  .           !
 2010.1!       *   +                          !!           0  .  .           !
 2010.2!          +                           !!           .  0  .           !
 2010.3!            +  *                      !!           .  . 0.           !
 2010.4!            * +                       !!           .0 .  .           !
 2011.1!          *  +                        !!           .0 .  .           !
 2011.2!            +                         !!           .  0  .           !
 2011.3!           * +                        !!           . 0.  .           !
 2011.4!           *+                         !!           . 0.  .           !
 2012.1!         *   +                        !!           .0 .  .           !
 2012.2!        *   +                         !!           .0 .  .           !
 2012.3!          *+                          !!           .  0  .           !
 2012.4!        *    +                        !!           0  .  .           !


     17.39 percent of the residuals exceed 1 SE
      6.21 percent of the residuals exceed 2 SE
@EQ  3254 LAAFRUA C LAFRUA(-1) PFRUA;SMPL 1972.3 2012.4;OLS;EST 3254 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PGEUA=GEPX$/UAPMM;                                                      
 GENR LAAGEUA=LOG(AAGEUA+.00001);                                             
 GENR LAGEUA=LOG(AGEUA+.00001);                                               
 LHS AAGEUA=EXP(LAAGEUA)-.00001;                                              
  EQ 3255 LAAGEUA C LAGEUA(-1) PGEUA;                                         
EQUATION 1661  LAAGEUA  
   RHS     C  LAGEUA(-1)  PGEUA  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST 1661 PLOT=0;END;                                                     

Equation number = 1661
**********************

Dependent variable = LAAGEUA 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -2.647381204

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.626220802       0.139778915  -4.48008     1.000000
15392 LAGEUA  ( -1)       0.605436949       0.058885291  10.28163    -2.651387
15390 PGEUA   (  0)      -0.396709151       0.105726312  -3.75223     1.048407

SE of equation            =     0.178734532
Sum of squared residuals  =  5.07941925       0.969535563E-11
Average absolute error    =     0.129546402
Sum of ABS residuals      =  20.9865172    
R squared                 =   0.57066
Durbin-Watson statistic   =   2.33836
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!       *  +                           !!          0   .   .          !
 1972.4!         *   +                        !!          0   .   .          !
 1973.1!  *            +                      !! 0        .   .   .          !
 1973.2!   *    +                             !!        0 .   .   .          !
 1973.3!       *+                             !!          .   0   .          !
 1973.4*           +                          !!  0       .   .   .          !
 1974.1!       +    *                         !!          .   .   .0         !
 1974.2!                + *                   !!          .   . 0 .          !
 1974.3!                    +    *            !!          .   .   0          !
 1974.4!                        +             !!          .   0   .          !
 1975.1!                       +*             !!          .   .0  .          !
 1975.2!               *       +              !!       0  .   .   .          !
 1975.3!                  +  *                !!          .   .  0.          !
 1975.4!                   * +                !!          .0  .   .          !
 1976.1!                    +                 !!          .   0   .          !
 1976.2!                    +*                !!          .   0   .          !
 1976.3!                     +  *             !!          .   .  0.          !
 1976.4!                       + *            !!          .   . 0 .          !
 1977.1!                       *+             !!          .  0.   .          !
 1977.2!                       +     *        !!          .   .   . 0        !
 1977.3!                          +  *        !!          .   .  0.          !
 1977.4!                          +  *        !!          .   .  0.          !
 1978.1!                          +   *       !!          .   .  0.          !
 1978.2!                          *+          !!          .   0   .          !
 1978.3!                         + *          !!          .   .  0.          !
 1978.4!                         +    *       !!          .   .   0          !
 1979.1!                           +   *      !!          .   .   0          !
 1979.2!                           + *        !!          .   .0  .          !
 1979.3!                        * +           !!          . 0 .   .          !
 1979.4!                     * +              !!          . 0 .   .          !
 1980.1!                     *+               !!          .  0.   .          !
 1980.2!                    * +               !!          . 0 .   .          !
 1980.3!                      +  *            !!          .   .  0.          !
 1980.4!                      *  +            !!          .0  .   .          !
 1981.1!                      *+              !!          .  0.   .          !
 1981.2!                        +       *     !!          .   .   .  0       !
 1981.3!                              +       *!          .   .   .   0      !
 1981.4!                           *     +    !!        0 .   .   .          !
 1982.1!                           +    *     !!          .   .   .0         !
 1982.2!                              +*      !!          .   .0  .          !
 1982.3!                             +     *  !!          .   .   . 0        !
 1982.4!                               +      !!          .   0   .          !
 1983.1!                            + *       !!          .   . 0 .          !
 1983.2!                          * +         !!          . 0 .   .          !
 1983.3!                           +*         !!          .   .0  .          !
 1983.4!                      *    +          !!         0.   .   .          !
 1984.1!                        +   *         !!          .   .   0          !
 1984.2!                         * +          !!          . 0 .   .          !
 1984.3!                          +  *        !!          .   .  0.          !
 1984.4!                          * +         !!          . 0 .   .          !
 1985.1!                           +          !!          .   0   .          !
 1985.2!                         * +          !!          .  0.   .          !
 1985.3!                         +  *         !!          .   . 0 .          !
 1985.4!                         * +          !!          . 0 .   .          !
 1986.1!                         +            !!          .   .0  .          !
 1986.2!                     *  +             !!          .0  .   .          !
 1986.3!                    +    *            !!          .   .   .0         !
 1986.4!                       +              !!          .   0   .          !
 1987.1!                     +         *      !!          .   .   .    0     !
 1987.2!                         *+           !!          .  0.   .          !
 1987.3!                       +   *          !!          .   .   0          !
 1987.4!                        +         *   !!          .   .   .    0     !
 1988.1!               *            +         !!  0       .   .   .          !
 1988.2!                 +    *               !!          .   .   .0         !
 1988.3!                     +   *            !!          .   .   0          !
 1988.4!                   *   +              !!          0   .   .          !
 1989.1!                   +*                 !!          .   .0  .          !
 1989.2!                    +  *              !!          .   .  0.          !
 1989.3!                      +  *            !!          .   .  0.          !
 1989.4!                 *    +               !!         0.   .   .          !
 1990.1!                  +     *             !!          .   .   . 0        !
 1990.2!                     +*               !!          .   0   .          !
 1990.3!                   +         *        !!          .   .   .    0     !
 1990.4!                        + *           !!          .   . 0 .          !
 1991.1!               *       +              !!       0  .   .   .          !
 1991.2!           *   +                      !!          0   .   .          !
 1991.3!              +              *        !!          .   .   .          0
 1991.4!             *           +            !!   0      .   .   .          !
 1992.1!               +  *                   !!          .   .  0.          !
 1992.2!                  +*                  !!          .   .0  .          !
 1992.3!             *   +                    !!          0   .   .          !
 1992.4!            * +                       !!          . 0 .   .          !
 1993.1!              +        *              !!          .   .   .    0     !
 1993.2!                *    +                !!          0   .   .          !
 1993.3!                *+                    !!          .  0.   .          !
 1993.4!              * +                     !!          . 0 .   .          !
 1994.1!               +*                     !!          .   .0  .          !
 1994.2!               +        *             !!          .   .   .    0     !
 1994.3!                  * +                 !!          .0  .   .          !
 1994.4!                +                     !!          .   0   .          !
 1995.1!               +                      !!          .   0   .          !
 1995.2!             +*                       !!          .   0   .          !
 1995.3!           * +                        !!          . 0 .   .          !
 1995.4!           +*                         !!          .   .0  .          !
 1996.1!       *    +                         !!         0.   .   .          !
 1996.2!        *+                            !!          .  0.   .          !
 1996.3!          +    *                      !!          .   .   .0         !
 1996.4!         *     +                      !!         0.   .   .          !
 1997.1!            +*                        !!          .   .0  .          !
 1997.2!              +                       !!          .   0   .          !
 1997.3!               +  *                   !!          .   .  0.          !
 1997.4!             *   +                    !!          0   .   .          !
 1998.1!              +                       !!          .   0   .          !
 1998.2!              +*                      !!          .   .0  .          !
 1998.3!              + *                     !!          .   .0  .          !
 1998.4!            *  +                      !!          .0  .   .          !
 1999.1!            +*                        !!          .   .0  .          !
 1999.2!            +  *                      !!          .   . 0 .          !
 1999.3!               +                      !!          .   .0  .          !
 1999.4!             *  +                     !!          .0  .   .          !
 2000.1!               +              *       !!          .   .   .         0!
 2000.2!                        *  +          !!          . 0 .   .          !
 2000.3!                       *+             !!          .  0.   .          !
 2000.4!                    *  +              !!          .0  .   .          !
 2001.1!                  *  +                !!          .0  .   .          !
 2001.2!                    + *               !!          .   . 0 .          !
 2001.3!                      +      *        !!          .   .   .  0       !
 2001.4!                      *   +           !!          0   .   .          !
 2002.1!                    * +               !!          . 0 .   .          !
 2002.2!                     + *              !!          .   . 0 .          !
 2002.3!                      +*              !!          .   .0  .          !
 2002.4!                     *+               !!          .  0.   .          !
 2003.1!                   * +                !!          . 0 .   .          !
 2003.2!                  *+                  !!          .  0.   .          !
 2003.3!                  +     *             !!          .   .   . 0        !
 2003.4!                *     +               !!        0 .   .   .          !
 2004.1!                 + *                  !!          .   .0  .          !
 2004.2!                 * +                  !!          .  0.   .          !
 2004.3!                  +  *                !!          .   .  0.          !
 2004.4!                 *  +                 !!          .0  .   .          !
 2005.1!                 *+                   !!          .  0.   .          !
 2005.2!                * +                   !!          . 0 .   .          !
 2005.3!                * +                   !!          .  0.   .          !
 2005.4!             *    +                   !!         0.   .   .          !
 2006.1!               *+                     !!          .  0.   .          !
 2006.2!                 +*                   !!          .   .0  .          !
 2006.3!                   +                  !!          .   0   .          !
 2006.4!                  * +                 !!          . 0 .   .          !
 2007.1!                   +                  !!          .   .0  .          !
 2007.2!                 *  +                 !!          . 0 .   .          !
 2007.3!                 *+                   !!          . 0 .   .          !
 2007.4!              *   +                   !!          0   .   .          !
 2008.1!                +*                    !!          .   .0  .          !
 2008.2!                  +                   !!          .   0   .          !
 2008.3!                 * +                  !!          .  0.   .          !
 2008.4!                   +  *               !!          .   .  0.          !
 2009.1!                     +                !!          .   0   .          !
 2009.2!                 *  +                 !!          .0  .   .          !
 2009.3!               *  +                   !!          . 0 .   .          !
 2009.4!                 +                    !!          .   0   .          !
 2010.1!                 * +                  !!          . 0 .   .          !
 2010.2!                  *+                  !!          .  0.   .          !
 2010.3!                    +                 !!          .   .0  .          !
 2010.4!                *    +                !!         0.   .   .          !
 2011.1!            *     +                   !!        0 .   .   .          !
 2011.2!            *   +                     !!          0   .   .          !
 2011.3!             *  +                     !!          .0  .   .          !
 2011.4!                 +*                   !!          .   .0  .          !
 2012.1!                 *  +                 !!          .0  .   .          !
 2012.2!               *   +                  !!          0   .   .          !
 2012.3!                  +                   !!          .   0   .          !
 2012.4!                   *+                 !!          .  0.   .          !


     24.07 percent of the residuals exceed 1 SE
      6.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PITUA=ITPX$/UAPMM;                                                      
 GENR LAAITUA=LOG(AAITUA+.00001);                                             
 GENR LAITUA=LOG(AITUA+.00001);                                               
 LHS AAITUA=EXP(LAAITUA)-.00001;                                              
  EQ 3256 LAAITUA C LAITUA(-1) PITUA;                                         
EQUATION 1662  LAAITUA  
   RHS     C  LAITUA(-1)  PITUA  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST 1662 PLOT=0;END;                                                     

Equation number = 1662
**********************

Dependent variable = LAAITUA 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -2.872167426

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.201945517       0.095937556  -2.10497     1.000000
15395 LAITUA  ( -1)       0.840877164       0.034484869  24.38395    -2.877320
15393 PITUA   (  0)      -0.272911689       0.088686914  -3.07725     0.918794

SE of equation            =     0.158319234
Sum of squared residuals  =  3.98533178      -0.218647322E-11
Average absolute error    =     0.123728262
Sum of ABS residuals      =  20.0439785    
R squared                 =   0.84297
Durbin-Watson statistic   =   2.70787
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3! *+                                   !!         .  0 .    .         !
 1972.4! *   +                                !!     0   .    .    .         !
 1973.1*     +                                !!   0     .    .    .         !
 1973.2!   +*                                 !!         .    . 0  .         !
 1973.3!       +    *                         !!         .    .    .   0     !
 1973.4!        *    +                        !!     0   .    .    .         !
 1974.1!           +  *                       !!         .    .    .0        !
 1974.2!        *       +                     !!0        .    .    .         !
 1974.3!           +    *                     !!         .    .    .    0    !
 1974.4!               *  +                   !!         0    .    .         !
 1975.1!              * +                     !!         0    .    .         !
 1975.2!                + *                   !!         .    .   0.         !
 1975.3!                   +                  !!         .    .0   .         !
 1975.4!                    +                 !!         .    0    .         !
 1976.1!                     +                !!         .    0    .         !
 1976.2!                     *+               !!         .    0    .         !
 1976.3!                      +               !!         .    .0   .         !
 1976.4!                     * +              !!         . 0  .    .         !
 1977.1!                      +*              !!         .    .0   .         !
 1977.2!                       + *            !!         .    .   0.         !
 1977.3!                      *  +            !!       0 .    .    .         !
 1977.4!                    * +               !!         0    .    .         !
 1978.1!                     + *              !!         .    .    0         !
 1978.2!                        +*            !!         .    .  0 .         !
 1978.3!                          +*          !!         .    .  0 .         !
 1978.4!                          *+          !!         .  0 .    .         !
 1979.1!                          +*          !!         .    . 0  .         !
 1979.2!                           + *        !!         .    .  0 .         !
 1979.3!                           *+         !!         .  0 .    .         !
 1979.4!                         * +          !!         . 0  .    .         !
 1980.1!                         + *          !!         .    .  0 .         !
 1980.2!                          *+          !!         .   0.    .         !
 1980.3!                          + *         !!         .    .    0         !
 1980.4!                        *   +         !!       0 .    .    .         !
 1981.1!                        + *           !!         .    . 0  .         !
 1981.2!                          +*          !!         .    .  0 .         !
 1981.3!                           + *        !!         .    .   0.         !
 1981.4!                          *  +        !!         .0   .    .         !
 1982.1!                          +     *     !!         .    .    .     0   !
 1982.2!                           *   +      !!       0 .    .    .         !
 1982.3!                           +          !!         .   0.    .         !
 1982.4!                          +           !!         .   0.    .         !
 1983.1!                          +   *       !!         .    .    .  0      !
 1983.2!                            *+        !!         .  0 .    .         !
 1983.3!                            +     *   !!         .    .    .      0  !
 1983.4!                            *    +    !!      0  .    .    .         !
 1984.1!                            +       * !!         .    .    .         0
 1984.2!                                  + * !!         .    .  0 .         !
 1984.3!                                   +  *!         .    .    .0        !
 1984.4!                               *    + !!    0    .    .    .         !
 1985.1!                              +  *    !!         .    .    .0        !
 1985.2!                             *  +     !!       0 .    .    .         !
 1985.3!                            +   *     !!         .    .    . 0       !
 1985.4!                            *  +      !!         0    .    .         !
 1986.1!                          * +         !!         .0   .    .         !
 1986.2!                         + *          !!         .    . 0  .         !
 1986.3!                        * +           !!         .0   .    .         !
 1986.4!                     * +              !!         .0   .    .         !
 1987.1!                   * +                !!         . 0  .    .         !
 1987.2!                    +*                !!         .    . 0  .         !
 1987.3!                     +  *             !!         .    .    0         !
 1987.4!                        +             !!         .    .0   .         !
 1988.1!                 *     +              !!   0     .    .    .         !
 1988.2!                  + *                 !!         .    .   0.         !
 1988.3!                    +*                !!         .    .0   .         !
 1988.4!                     +  *             !!         .    .    .0        !
 1989.1!                       +              !!         .   0.    .         !
 1989.2!                     *+               !!         .  0 .    .         !
 1989.3!                     +  *             !!         .    .   0.         !
 1989.4!                  *    +              !!    0    .    .    .         !
 1990.1!                 *+                   !!         .   0.    .         !
 1990.2!                 +*                   !!         .    .0   .         !
 1990.3!                 +      *             !!         .    .    .      0  !
 1990.4!                  *    +              !!    0    .    .    .         !
 1991.1!               *  +                   !!         0    .    .         !
 1991.2!               +   *                  !!         .    .    . 0       !
 1991.3!               *   +                  !!        0.    .    .         !
 1991.4!                +                     !!         .    .0   .         !
 1992.1!                +   *                 !!         .    .    .  0      !
 1992.2!                  * +                 !!         . 0  .    .         !
 1992.3!                  +                   !!         .    0    .         !
 1992.4!                  +*                  !!         .    . 0  .         !
 1993.1!                    +  *              !!         .    .    . 0       !
 1993.2!                   *   +              !!       0 .    .    .         !
 1993.3!                   +*                 !!         .    . 0  .         !
 1993.4!                     +                !!         .    . 0  .         !
 1994.1!                     + *              !!         .    .  0 .         !
 1994.2!                      +  *            !!         .    .    0         !
 1994.3!                        +     *       !!         .    .    .      0  !
 1994.4!                         *  +         !!        0.    .    .         !
 1995.1!                        +    *        !!         .    .    .  0      !
 1995.2!                         * +          !!         .0   .    .         !
 1995.3!                        +             !!         .    .0   .         !
 1995.4!                     * +              !!         . 0  .    .         !
 1996.1!                    +*                !!         .    .0   .         !
 1996.2!                    + *               !!         .    .   0.         !
 1996.3!                     + *              !!         .    .   0.         !
 1996.4!                    * +               !!         . 0  .    .         !
 1997.1!                  * +                 !!         . 0  .    .         !
 1997.2!                  + *                 !!         .    .  0 .         !
 1997.3!                   +  *               !!         .    .   0.         !
 1997.4!                  *  +                !!         0    .    .         !
 1998.1!                 + *                  !!         .    .  0 .         !
 1998.2!                  + *                 !!         .    .  0 .         !
 1998.3!                  +*                  !!         .    .0   .         !
 1998.4!                 *+                   !!         .  0 .    .         !
 1999.1!                +                     !!         .    .0   .         !
 1999.2!               +   *                  !!         .    .    . 0       !
 1999.3!                  + *                 !!         .    .   0.         !
 1999.4!                  * +                 !!         .0   .    .         !
 2000.1!                  +   *               !!         .    .    .  0      !
 2000.2!                     *+               !!         .    0    .         !
 2000.3!                     +                !!         .   0.    .         !
 2000.4!                    *+                !!         .  0 .    .         !
 2001.1!                   *+                 !!         .  0 .    .         !
 2001.2!                   +*                 !!         .    .0   .         !
 2001.3!                    +*                !!         .    .0   .         !
 2001.4!                  * +                 !!         0    .    .         !
 2002.1!                * +                   !!         .0   .    .         !
 2002.2!                 +                    !!         .    0    .         !
 2002.3!                 +                    !!         .    0    .         !
 2002.4!                 +                    !!         .    0    .         !
 2003.1!               * +                    !!         .0   .    .         !
 2003.2!               +                      !!         .   0.    .         !
 2003.3!               + *                    !!         .    .   0.         !
 2003.4!               * +                    !!         .0   .    .         !
 2004.1!              *+                      !!         .  0 .    .         !
 2004.2!              +*                      !!         .    .0   .         !
 2004.3!               +*                     !!         .    . 0  .         !
 2004.4!             *  +                     !!         0    .    .         !
 2005.1!           * +                        !!         . 0  .    .         !
 2005.2!           *+                         !!         .  0 .    .         !
 2005.3!            +                         !!         .    0    .         !
 2005.4!           * +                        !!         .  0 .    .         !
 2006.1!            +*                        !!         .    .0   .         !
 2006.2!             +*                       !!         .    .0   .         !
 2006.3!             *+                       !!         . 0  .    .         !
 2006.4!             + *                      !!         .    .   0.         !
 2007.1!               +*                     !!         .    . 0  .         !
 2007.2!                +                     !!         .    . 0  .         !
 2007.3!                +                     !!         .    .0   .         !
 2007.4!              * +                     !!         .0   .    .         !
 2008.1!             +   *                    !!         .    .    . 0       !
 2008.2!            *   +                     !!      0  .    .    .         !
 2008.3!            +*                        !!         .    .  0 .         !
 2008.4!            *+                        !!         . 0  .    .         !
 2009.1!            +*                        !!         .    . 0  .         !
 2009.2!             +                        !!         .    0    .         !
 2009.3!            *+                        !!         .   0.    .         !
 2009.4!         *  +                         !!        0.    .    .         !
 2010.1!         + *                          !!         .    .   0.         !
 2010.2!         *  +                         !!         0    .    .         !
 2010.3!          +                           !!         .    .0   .         !
 2010.4!       *   +                          !!      0  .    .    .         !
 2011.1!        +  *                          !!         .    .    .0        !
 2011.2!             +                        !!         .    .0   .         !
 2011.3!              +*                      !!         .    0    .         !
 2011.4!            *  +                      !!        0.    .    .         !
 2012.1!              +                       !!         .    .0   .         !
 2012.2!              *+                      !!         .   0.    .         !
 2012.3!            *  +                      !!         0    .    .         !
 2012.4!             *+                       !!         .   0.    .         !


     28.40 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNEUA=NEPX$/UAPMM;                                                      
 GENR LAANEUA=LOG(AANEUA+.00001);                                             
 GENR LANEUA=LOG(ANEUA+.00001);                                               
 LHS AANEUA=EXP(LAANEUA)-.00001;                                              
  EQ 3257 LAANEUA C LANEUA(-1) PNEUA;                                         
EQUATION 1663  LAANEUA  
   RHS     C  LANEUA(-1)  PNEUA  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST 1663 PLOT=0;END;                                                     

Equation number = 1663
**********************

Dependent variable = LAANEUA 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -3.832588553

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.610861022       0.248414574  -6.48457     1.000000
15398 LANEUA  ( -1)       0.490405753       0.065359043   7.50326    -3.826852
15396 PNEUA   (  0)      -0.296599897       0.142888535  -2.07574     1.163242

SE of equation            =     0.209094387
Sum of squared residuals  =  6.95155359       0.143374201E-10
Average absolute error    =     0.147051615
Sum of ABS residuals      =  23.8223617    
R squared                 =   0.33769
Durbin-Watson statistic   =   2.06982
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!                   *        +         !!        0  .  .  .           !
 1972.4!        *         +                   !!       0   .  .  .           !
 1973.1!        *    +                        !!           0  .  .           !
 1973.2!          * +                         !!           . 0.  .           !
 1973.3!         *  +                         !!           .0 .  .           !
 1973.4!          *+                          !!           . 0.  .           !
 1974.1!     *      +                         !!          0.  .  .           !
 1974.2!           +  *                       !!           .  . 0.           !
 1974.3!               +  *                   !!           .  . 0.           !
 1974.4!                 +         *          !!           .  .  .   0       !
 1975.1!                     +              * !!           .  .  .      0    !
 1975.2!                       * +            !!           . 0.  .           !
 1975.3!                   +            *     !!           .  .  .    0      !
 1975.4!                       +              !!           .  0  .           !
 1976.1!               *   +                  !!           .0 .  .           !
 1976.2!               +       *              !!           .  .  . 0         !
 1976.3!                   +       *          !!           .  .  . 0         !
 1976.4!                *   +                 !!           0  .  .           !
 1977.1!          *    +                      !!           0  .  .           !
 1977.2!             +                        !!           .  0  .           !
 1977.3!              + *                     !!           .  .0 .           !
 1977.4!               +                      *!           .  .  .           0
 1978.1!              *            +          !!      0    .  .  .           !
 1978.2!               +                 *    !!           .  .  .        0  !
 1978.3!                        +   *         !!           .  . 0.           !
 1978.4!                   *  +               !!           .0 .  .           !
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 1979.3!               * +                    !!           . 0.  .           !
 1979.4!               +*                     !!           .  .0 .           !
 1980.1!                +  *                  !!           .  . 0.           !
 1980.2!                * +                   !!           . 0.  .           !
 1980.3!              * +                     !!           . 0.  .           !
 1980.4!               +  *                   !!           .  . 0.           !
 1981.1!                 +                    !!           .  0  .           !
 1981.2!                *+                    !!           .  0  .           !
 1981.3!               * +                    !!           . 0.  .           !
 1981.4!               + *                    !!           .  .0 .           !
 1982.1!                +  *                  !!           .  . 0.           !
 1982.2!             *    +                   !!           0  .  .           !
 1982.3!               +                      !!           .  0  .           !
 1982.4!               +     *                !!           .  .  .0          !
 1983.1!                 *+                   !!           . 0.  .           !
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 1983.3!                 +*                   !!           .  0  .           !
 1983.4!                 + *                  !!           .  .0 .           !
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 1984.3!                   + *                !!           .  .0 .           !
 1984.4!                   +    *             !!           .  .  0           !
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 1985.3!                 + *                  !!           .  . 0.           !
 1985.4!                 +*                   !!           .  0  .           !
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 1986.2!             *   +                    !!           0  .  .           !
 1986.3!              +      *                !!           .  .  . 0         !
 1986.4!                  +    *              !!           .  .  0           !
 1987.1!               *   +                  !!           .0 .  .           !
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 1987.4!                +    *                !!           .  .  0           !
 1988.1!          *       +                   !!         0 .  .  .           !
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 1988.3!                 +                    !!           .  0  .           !
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 1989.2!             *  +                     !!           .0 .  .           !
 1989.3!              +  *                    !!           .  .0 .           !
 1989.4!                +                     !!           .  0  .           !
 1990.1!               +                      !!           .  0  .           !
 1990.2!          *   +                       !!           0  .  .           !
 1990.3!            + *                       !!           .  . 0.           !
 1990.4!              +*                      !!           .  .0 .           !
 1991.1!            *  +                      !!           .0 .  .           !
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 1991.3!             +*                       !!           .  0  .           !
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 1992.1!           *   +                      !!           0  .  .           !
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 1992.3!            +                         !!           .  .0 .           !
 1992.4!             +   *                    !!           .  . 0.           !
 1993.1!           *    +                     !!           0  .  .           !
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 1993.3!           *  +                       !!           .0 .  .           !
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 1994.1!    *          +                      !!       0   .  .  .           !
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 1994.3!     *     +                          !!          0.  .  .           !
 1994.4!         +     *                      !!           .  .  .0          !
 1995.1!  *           +                       !!      0    .  .  .           !
 1995.2!     * +                              !!           . 0.  .           !
 1995.3!       * +                            !!           . 0.  .           !
 1995.4!          +*                          !!           .  .0 .           !
 1996.1*            +                         !!     0     .  .  .           !
 1996.2!*     +                               !!          0.  .  .           !
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 1998.3!            +*                        !!           .  .0 .           !
 1998.4!             + *                      !!           .  .0 .           !
 1999.1!               + *                    !!           .  .0 .           !
 1999.2!               +  *                   !!           .  . 0.           !
 1999.3!                +    *                !!           .  .  0           !
 1999.4!                  +    *              !!           .  .  0           !
 2000.1!                  * +                 !!           . 0.  .           !
 2000.2!                  + *                 !!           .  .0 .           !
 2000.3!                   +                  !!           .  0  .           !
 2000.4!                   +   *              !!           .  .  0           !
 2001.1!                 *   +                !!           .0 .  .           !
 2001.2!                  +  *                !!           .  . 0.           !
 2001.3!                   + *                !!           .  .0 .           !
 2001.4!                    +   *             !!           .  .  0           !
 2002.1!                     +                !!           .  0  .           !
 2002.2!                   +  *               !!           .  . 0.           !
 2002.3!                  * +                 !!           . 0.  .           !
 2002.4!                  + *                 !!           .  .0 .           !
 2003.1!                   +*                 !!           .  .0 .           !
 2003.2!                * +                   !!           .0 .  .           !
 2003.3!                 + *                  !!           .  . 0.           !
 2003.4!                  +   *               !!           .  . 0.           !
 2004.1!                   +                  !!           .  0  .           !
 2004.2!                  +                   !!           .  0  .           !
 2004.3!                  + *                 !!           .  . 0.           !
 2004.4!                  +  *                !!           .  . 0.           !
 2005.1!                 * +                  !!           . 0.  .           !
 2005.2!              *  +                    !!           .0 .  .           !
 2005.3!                +                     !!           .  0  .           !
 2005.4!                 +  *                 !!           .  . 0.           !
 2006.1!                *  +                  !!           .0 .  .           !
 2006.2!                 +*                   !!           .  .0 .           !
 2006.3!                  +                   !!           .  0  .           !
 2006.4!                  +  *                !!           .  . 0.           !
 2007.1!                   +                  !!           .  0  .           !
 2007.2!                  +                   !!           .  0  .           !
 2007.3!                 +                    !!           .  0  .           !
 2007.4!                 +    *               !!           .  .  .0          !
 2008.1!                 * +                  !!           .0 .  .           !
 2008.2!            *   +                     !!           0  .  .           !
 2008.3!        *     +                       !!          0.  .  .           !
 2008.4!             +  *                     !!           .  . 0.           !
 2009.1!                 +                    !!           .  0  .           !
 2009.2!             *   +                    !!           0  .  .           !
 2009.3!               +  *                   !!           .  . 0.           !
 2009.4!                  +                   !!           .  0  .           !
 2010.1!                * +                   !!           . 0.  .           !
 2010.2!               * +                    !!           .0 .  .           !
 2010.3!              *  +                    !!           .0 .  .           !
 2010.4!                +  *                  !!           .  . 0.           !
 2011.1!             *     +                  !!          0.  .  .           !
 2011.2!           *    +                     !!           0  .  .           !
 2011.3!            *  +                      !!           .0 .  .           !
 2011.4!               + *                    !!           .  .0 .           !
 2012.1!           *      +                   !!          0.  .  .           !
 2012.2!           *   +                      !!           0  .  .           !
 2012.3!            *  +                      !!           . 0.  .           !
 2012.4!                +  *                  !!           .  . 0.           !


     19.14 percent of the residuals exceed 1 SE
      6.17 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSTUA=STPX$/UAPMM;                                                      
 GENR LAASTUA=LOG(AASTUA+.00001);                                             
 GENR LASTUA=LOG(ASTUA+.00001);                                               
 LHS AASTUA=EXP(LAASTUA)-.00001;                                              
  EQ 3258 LAASTUA C LASTUA(-1) PSTUA;                                         
EQUATION 1664  LAASTUA  
   RHS     C  LASTUA(-1)  PSTUA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1664 PLOT=0;END;                                                     

Equation number = 1664
**********************

Dependent variable = LAASTUA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.582978959

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.114200477       0.084281517  -1.35499     1.000000
15401 LASTUA  ( -1)       0.909051782       0.028142812  32.30138    -3.566531
15399 PSTUA   (  0)      -0.242286623       0.133021843  -1.82140     0.935325

SE of equation            =     0.245454333
Sum of squared residuals  =  11.1458485       0.431388258E-11
Average absolute error    =     0.183790586
Sum of ABS residuals      =  34.5526301    
R squared                 =   0.93378
Durbin-Watson statistic   =   2.70519
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                                  *+  !!         .   0.    .         !
 1966.2!                                 +   *!!         .    .    .  0      !
 1966.3!                                   +  !!         .    .0   .         !
 1966.4!                                  +   *!         .    .    .   0     !
 1967.1!                                 *  + !!         0    .    .         !
 1967.2!                               +   *  !!         .    .    . 0       !
 1967.3!                                *+    !!         . 0  .    .         !
 1967.4!                              +   *   !!         .    .    .0        !
 1968.1!                             *  +     !!         0    .    .         !
 1968.2!                            +  *      !!         .    .    0         !
 1968.3!                             +*       !!         .    . 0  .         !
 1968.4!                             + *      !!         .    .   0.         !
 1969.1!                             +    *   !!         .    .    .  0      !
 1969.2!                                +     !!         .   0.    .         !
 1969.3!                               +*     !!         .    . 0  .         !
 1969.4!                              +       !!         .   0.    .         !
 1970.1!                             + *      !!         .    .   0.         !
 1970.2!                              +*      !!         .    . 0  .         !
 1970.3!                             +*       !!         .    .0   .         !
 1970.4!                             + *      !!         .    .   0.         !
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 1971.3!                            *+        !!         .  0 .    .         !
 1971.4!                           + *        !!         .    .   0.         !
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 1972.2!                           *  +       !!        0.    .    .         !
 1972.3!                          +           !!         .    0    .         !
 1972.4!                          +           !!         .    .0   .         !
 1973.1!                   *     +            !!  0      .    .    .         !
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 1974.4!              * +                     !!         . 0  .    .         !
 1975.1!       *      +                       !! 0       .    .    .         !
 1975.2!        +*                            !!         .    . 0  .         !
 1975.3!         +                            !!         .   0.    .         !
 1975.4!         + *                          !!         .    .  0 .         !
 1976.1!         * +                          !!         0    .    .         !
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 1977.3!             +                        !!         .   0.    .         !
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 1978.4!         +                            !!         .    0    .         !
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 1979.4!     *  +                             !!        0.    .    .         !
 1980.1!      +   *                           !!         .    .    .   0     !
 1980.2!       *   +                          !!       0 .    .    .         !
 1980.3!      * +                             !!         . 0  .    .         !
 1980.4!      *+                              !!         .  0 .    .         !
 1981.1!       +    *                         !!         .    .    .     0   !
 1981.2!        *    +                        !!     0   .    .    .         !
 1981.3!       * +                            !!         .0   .    .         !
 1981.4!        +                             !!         .    0    .         !
 1982.1!         + *                          !!         .    .    0         !
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 1982.3!          +                           !!         .    0    .         !
 1982.4!          +    *                      !!         .    .    .   0     !
 1983.1!        *      +                      !!0        .    .    .         !
 1983.2!        + *                           !!         .    .   0.         !
 1983.3!           +                          !!         .   0.    .         !
 1983.4!           +*                         !!         .    . 0  .         !
 1984.1!            +  *                      !!         .    .    .0        !
 1984.2!               +                      !!         .   0.    .         !
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 1984.4!              +*                      !!         .    . 0  .         !
 1985.1!             * +                      !!         0    .    .         !
 1985.2!             +                        !!         .    0    .         !
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 1985.4!            +*                        !!         .    .  0 .         !
 1986.1!       *     +                        !!  0      .    .    .         !
 1986.2!       +  *                           !!         .    .    0         !
 1986.3!       *  +                           !!        0.    .    .         !
 1986.4!       + *                            !!         .    .  0 .         !
 1987.1!         +                            !!         .    .0   .         !
 1987.2!         +                            !!         .   0.    .         !
 1987.3!       * +                            !!         . 0  .    .         !
 1987.4!       + *                            !!         .    .  0 .         !
 1988.1!         +*                           !!         .    . 0  .         !
 1988.2!         +                            !!         .   0.    .         !
 1988.3!        *+                            !!         .   0.    .         !
 1988.4!        + *                           !!         .    .  0 .         !
 1989.1!        * +                           !!         . 0  .    .         !
 1989.2!        +                             !!         .   0.    .         !
 1989.3!        +                             !!         .    0    .         !
 1989.4!       *+                             !!         .   0.    .         !
 1990.1!       +   *                          !!         .    .    .  0      !
 1990.2!       *   +                          !!       0 .    .    .         !
 1990.3!  *    +                              !!    0    .    .    .         !
 1990.4!  +    *                              !!         .    .    .   0     !
 1991.1!    *  +                              !!        0.    .    .         !
 1991.2!    +  *                              !!         .    .    . 0       !
 1991.3!*      +                              !0         .    .    .         !
 1991.4!+      *                              !!         .    .    .        0!
 1992.1!       +    *                         !!         .    .    .    0    !
 1992.2!       *    +                         !!    0    .    .    .         !
 1992.3!     * +                              !!         .  0 .    .         !
 1992.4!     +  *                             !!         .    .    .0        !
 1993.1!        +                             !!         .   0.    .         !
 1993.2!      *+                              !!         .0   .    .         !
 1993.3!     *+                               !!         .   0.    .         !
 1993.4!     +                                !!         .   0.    .         !
 1994.1!    *+                                !!         .   0.    .         !
 1994.2!    +                                 !!         .    .0   .         !
 1994.3!   *+                                 !!         . 0  .    .         !
 1994.4!   +    *                             !!         .    .    .     0   !
 1995.1!    *  +                              !!        0.    .    .         !
 1995.2!  * +                                 !!         . 0  .    .         !
 1995.3!  +                                   !!         .   0.    .         !
 1995.4!  + *                                 !!         .    .    0         !
 1996.1!    + *                               !!         .    .   0.         !
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 1996.3!   +                                  !!         .   0.    .         !
 1996.4!   + *                                !!         .    .  0 .         !
 1997.1!     +                                !!         .    .0   .         !
 1997.2!   * +                                !!         .0   .    .         !
 1997.3!   +*                                 !!         .    .0   .         !
 1997.4!    + *                               !!         .    .    0         !
 1998.1!     *+                               !!         .  0 .    .         !
 1998.2!  *  +                                !!        0.    .    .         !
 1998.3!  +                                   !!         .    .0   .         !
 1998.4!  +  *                                !!         .    .    . 0       !
 1999.1!  *  +                                !!         .0   .    .         !
 1999.2!  +   *                               !!         .    .    . 0       !
 1999.3! *   +                                !!      0  .    .    .         !
 1999.4*  +                                   !!         0    .    .         !
 2000.1!+   *                                 !!         .    .    .   0     !
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 2001.3!    *+                                !!         .  0 .    .         !
 2001.4!    +                                 !!         .   0.    .         !
 2002.1!    +  *                              !!         .    .    0         !
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 2003.2!    *+                                !!         .  0 .    .         !
 2003.3!    +                                 !!         .    0    .         !
 2003.4!    +                                 !!         .   0.    .         !
 2004.1!    +*                                !!         .    . 0  .         !
 2004.2!    *+                                !!         .  0 .    .         !
 2004.3!    +                                 !!         .    0    .         !
 2004.4!   *+                                 !!         .   0.    .         !
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 2005.4!  *+                                  !!         .   0.    .         !
 2006.1!  +*                                  !!         .    . 0  .         !
 2006.2!    +                                 !!         .    .0   .         !
 2006.3!    +                                 !!         .   0.    .         !
 2006.4!    +                                 !!         .   0.    .         !
 2007.1!    +                                 !!         .    0    .         !
 2007.2!   *+                                 !!         .  0 .    .         !
 2007.3!  *+                                  !!         .  0 .    .         !
 2007.4!   +                                  !!         .    .0   .         !
 2008.1!   +*                                 !!         .    . 0  .         !
 2008.2!   *+                                 !!         .  0 .    .         !
 2008.3!   + *                                !!         .    .   0.         !
 2008.4!    *+                                !!         .  0 .    .         !
 2009.1!   *+                                 !!         .  0 .    .         !
 2009.2!   + *                                !!         .    .  0 .         !
 2009.3!  * +                                 !!         0    .    .         !
 2009.4!  +  *                                !!         .    .    .0        !
 2010.1!    *+                                !!         .  0 .    .         !
 2010.2! *  +                                 !!         0    .    .         !
 2010.3!  +*                                  !!         .    .  0 .         !
 2010.4!   + *                                !!         .    .  0 .         !
 2011.1!     +                                !!         .    0    .         !
 2011.2!     +*                               !!         .    . 0  .         !
 2011.3!   *  +                               !!         .0   .    .         !
 2011.4!   +  *                               !!         .    .    0         !
 2012.1!     + *                              !!         .    . 0  .         !
 2012.2!    * +                               !!         .0   .    .         !
 2012.3!   *+                                 !!         .  0 .    .         !
 2012.4!   +  *                               !!         .    .    .0        !


     27.66 percent of the residuals exceed 1 SE
      5.85 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PUKUA=UKPX$/UAPMM;                                                      
 GENR LAAUKUA=LOG(AAUKUA+.00001);                                             
 GENR LAUKUA=LOG(AUKUA+.00001);                                               
 LHS AAUKUA=EXP(LAAUKUA)-.00001;                                              
  EQ 3259 LAAUKUA C LAUKUA(-1) PUKUA;                                         
EQUATION 1665  LAAUKUA  
   RHS     C  LAUKUA(-1)  PUKUA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1665 PLOT=0;END;                                                     

Equation number = 1665
**********************

Dependent variable = LAAUKUA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -2.164803947

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.048362705       0.085955490  -0.56265     1.000000
15404 LAUKUA  ( -1)       0.973784483       0.021192452  45.94959    -2.157619
15402 PUKUA   (  0)      -0.015036330       0.093513976  -0.16079     1.023190

SE of equation            =     0.166907254
Sum of squared residuals  =  5.15373579      -0.535282929E-11
Average absolute error    =     0.130100924
Sum of ABS residuals      =  24.4589737    
R squared                 =   0.93542
Durbin-Watson statistic   =   2.19042
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!                    +   *             !!        .     .     .  0     !
 1966.2!                       +   *          !!        .     .     .  0     !
 1966.3!                          +           !!        .     0     .        !
 1966.4!                          +           !!        .     0     .        !
 1967.1!                          +    *      !!        .     .     .     0  !
 1967.2!                              +   *   !!        .     .     .  0     !
 1967.3!                            *    +    !! 0      .     .     .        !
 1967.4!                           + *        !!        .     .  0  .        !
 1968.1!                            + *       !!        .     .  0  .        !
 1968.2!                         *   +        !!     0  .     .     .        !
 1968.3!                         +     *      !!        .     .     .       0!
 1968.4!                              +       !!        .    0.     .        !
 1969.1!                              +  *    !!        .     .     . 0      !
 1969.2!                                 + *  !!        .     .     0        !
 1969.3!                                   +* !!        .     .  0  .        !
 1969.4!                                   +  *!        .     .     .0       !
 1970.1!                                   * +!!        .0    .     .        !
 1970.2!                                 * +  !!        . 0   .     .        !
 1970.3!                              *  +    !!      0 .     .     .        !
 1970.4!                             +  *     !!        .     .     .0       !
 1971.1!                             *  +     !!       0.     .     .        !
 1971.2!                             + *      !!        .     .     .0       !
 1971.3!                               + *    !!        .     .     0        !
 1971.4!                              *  +    !!        0     .     .        !
 1972.1!                             *+       !!        .   0 .     .        !
 1972.2!                             +  *     !!        .     .     . 0      !
 1972.3!                            *   +     !!     0  .     .     .        !
 1972.4!                           *+         !!        .    0.     .        !
 1973.1!                       *   +          !!     0  .     .     .        !
 1973.2!                       +  *           !!        .     .     . 0      !
 1973.3!                          +*          !!        .     .  0  .        !
 1973.4!                      *    +          !!  0     .     .     .        !
 1974.1!                      +   *           !!        .     .     .    0   !
 1974.2!                          +           !!        .     0     .        !
 1974.3!                          + *         !!        .     .     .0       !
 1974.4!                            +*        !!        .     .  0  .        !
 1975.1!                             +*       !!        .     . 0   .        !
 1975.2!                             +*       !!        .     . 0   .        !
 1975.3!                            * +       !!        .0    .     .        !
 1975.4!                           +          !!        .     0     .        !
 1976.1!                           +  *       !!        .     .     . 0      !
 1976.2!                           *  +       !!      0 .     .     .        !
 1976.3!                          +*          !!        .     .  0  .        !
 1976.4!                           + *        !!        .     .  0  .        !
 1977.1!                            + *       !!        .     .    0.        !
 1977.2!                          *   +       !!      0 .     .     .        !
 1977.3!                          +  *        !!        .     .     .0       !
 1977.4!                            *+        !!        .    0.     .        !
 1978.1!                            +         !!        .     .0    .        !
 1978.2!                           *+         !!        .  0  .     .        !
 1978.3!                          *+          !!        .    0.     .        !
 1978.4!                          +*          !!        .     .  0  .        !
 1979.1!                           +*         !!        .     . 0   .        !
 1979.2!                           +*         !!        .     . 0   .        !
 1979.3!                          * +         !!        .  0  .     .        !
 1979.4!                         *+           !!        .   0 .     .        !
 1980.1!                        *+            !!        .  0  .     .        !
 1980.2!                       + *            !!        .     .   0 .        !
 1980.3!                      *  +            !!        .0    .     .        !
 1980.4!                 *    +               !! 0      .     .     .        !
 1981.1!                 +  *                 !!        .     .     . 0      !
 1981.2!                  * +                 !!        .0    .     .        !
 1981.3!                  +                   !!        .     . 0   .        !
 1981.4!                  +*                  !!        .     .  0  .        !
 1982.1!                   +*                 !!        .     .0    .        !
 1982.2!                  *+                  !!        .   0 .     .        !
 1982.3!                 *+                   !!        .  0  .     .        !
 1982.4!                 +*                   !!        .     .  0  .        !
 1983.1!                  + *                 !!        .     .   0 .        !
 1983.2!                  * +                 !!        .0    .     .        !
 1983.3!                  +*                  !!        .     .  0  .        !
 1983.4!                   +*                 !!        .     . 0   .        !
 1984.1!                   +                  !!        .    0.     .        !
 1984.2!                  *+                  !!        .   0 .     .        !
 1984.3!                 *+                   !!        .  0  .     .        !
 1984.4!                 +   *                !!        .     .     .     0  !
 1985.1!                    *+                !!        .   0 .     .        !
 1985.2!                    +*                !!        .     .0    .        !
 1985.3!                  * +                 !!        0     .     .        !
 1985.4!                  +*                  !!        .     .  0  .        !
 1986.1!                   +*                 !!        .     .  0  .        !
 1986.2!                    +  *              !!        .     .     .0       !
 1986.3!                   *   +              !!    0   .     .     .        !
 1986.4!                   +*                 !!        .     .   0 .        !
 1987.1!                    +*                !!        .     .  0  .        !
 1987.2!                 *   +                !!    0   .     .     .        !
 1987.3!                *+                    !!        .    0.     .        !
 1987.4!                +                     !!        .   0 .     .        !
 1988.1!                +*                    !!        .     . 0   .        !
 1988.2!             *  +                     !!      0 .     .     .        !
 1988.3!             +  *                     !!        .     .     . 0      !
 1988.4!               *+                     !!        .   0 .     .        !
 1989.1!               +*                     !!        .     . 0   .        !
 1989.2!              * +                     !!        0     .     .        !
 1989.3!              +*                      !!        .     .   0 .        !
 1989.4!               +                      !!        .     0     .        !
 1990.1!               +*                     !!        .     . 0   .        !
 1990.2!               *+                     !!        .  0  .     .        !
 1990.3!               +                      !!        .     0     .        !
 1990.4!               +                      !!        .     0     .        !
 1991.1!              *+                      !!        .  0  .     .        !
 1991.2!              +*                      !!        .     . 0   .        !
 1991.3!            *  +                      !!        .0    .     .        !
 1991.4!            +*                        !!        .     . 0   .        !
 1992.1!             +                        !!        .    0.     .        !
 1992.2!             + *                      !!        .     .    0.        !
 1992.3!               +                      !!        .     .0    .        !
 1992.4!              *+                      !!        . 0   .     .        !
 1993.1!              +                       !!        .     0     .        !
 1993.2!              +  *                    !!        .     .     . 0      !
 1993.3!                *+                    !!        .   0 .     .        !
 1993.4!               *+                     !!        .  0  .     .        !
 1994.1!            *  +                      !!        0     .     .        !
 1994.2!           *+                         !!        . 0   .     .        !
 1994.3!         * +                          !!        .  0  .     .        !
 1994.4!         + *                          !!        .     .   0 .        !
 1995.1!          *+                          !!        .   0 .     .        !
 1995.2!          +*                          !!        .     0     .        !
 1995.3!         * +                          !!        .  0  .     .        !
 1995.4!         +*                           !!        .     . 0   .        !
 1996.1!          + *                         !!        .     .   0 .        !
 1996.2!           *+                         !!        .  0  .     .        !
 1996.3!          *+                          !!        .    0.     .        !
 1996.4!          +   *                       !!        .     .     . 0      !
 1997.1!            *+                        !!        .  0  .     .        !
 1997.2!            +*                        !!        .     . 0   .        !
 1997.3!             +                        !!        .    0.     .        !
 1997.4!           *+                         !!        . 0   .     .        !
 1998.1!           +*                         !!        .     .  0  .        !
 1998.2!            +                         !!        .     0     .        !
 1998.3!           *+                         !!        .   0 .     .        !
 1998.4!         * +                          !!        .0    .     .        !
 1999.1!         +                            !!        .     .0    .        !
 1999.2!         +                            !!        .   0 .     .        !
 1999.3!         +                            !!        .     .0    .        !
 1999.4!         +                            !!        .     0     .        !
 2000.1!         +*                           !!        .     . 0   .        !
 2000.2!          +  *                        !!        .     .     .0       !
 2000.3!             +                        !!        .    0.     .        !
 2000.4!           * +                        !!        . 0   .     .        !
 2001.1!          *+                          !!        .    0.     .        !
 2001.2!          +                           !!        .   0 .     .        !
 2001.3!          +                           !!        .     0     .        !
 2001.4!         *+                           !!        .   0 .     .        !
 2002.1!        *+                            !!        .   0 .     .        !
 2002.2!     *  +                             !!      0 .     .     .        !
 2002.3! *   +                                !!    0   .     .     .        !
 2002.4!  +  *                                !!        .     .     .  0     !
 2003.1!     *+                               !!        .   0 .     .        !
 2003.2!     +  *                             !!        .     .     0        !
 2003.3!        +                             !!        .    0.     .        !
 2003.4!        +                             !!        .     .0    .        !
 2004.1!      * +                             !!        .0    .     .        !
 2004.2!       + *                            !!        .     .     0        !
 2004.3!         +                            !!        .     0     .        !
 2004.4!         + *                          !!        .     .     0        !
 2005.1!            +    *                    !!        .     .     .       0!
 2005.2!                 +     *              !!        .     .     .        0
 2005.3!                       +*             !!        .     . 0   .        !
 2005.4!                        +*            !!        .     . 0   .        !
 2006.1!                      * +             !!        0     .     .        !
 2006.2!                *     +               !0        .     .     .        !
 2006.3!           *    +                     !!  0     .     .     .        !
 2006.4!         * +                          !!        .  0  .     .        !
 2007.1!         +  *                         !!        .     .     0        !
 2007.2!       *    +                         !!    0   .     .     .        !
 2007.3!      * +                             !!        .  0  .     .        !
 2007.4!   *  +                               !!      0 .     .     .        !
 2008.1!    +*                                !!        .     . 0   .        !
 2008.2!  *  +                                !!        0     .     .        !
 2008.3!   +  *                               !!        .     .     .  0     !
 2008.4!      +  *                            !!        .     .     .0       !
 2009.1!          +                           !!        .     0     .        !
 2009.2!       *  +                           !!        0     .     .        !
 2009.3!   *    +                             !!  0     .     .     .        !
 2009.4!   +*                                 !!        .     .  0  .        !
 2010.1!    +                                 !!        .    0.     .        !
 2010.2! *  +                                 !!       0.     .     .        !
 2010.3!* +                                   !!        .  0  .     .        !
 2010.4!*+                                    !!        .    0.     .        !
 2011.1! +   *                                !!        .     .     .     0  !
 2011.2! *    +                               !!   0    .     .     .        !
 2011.3!* +                                   !!        .  0  .     .        !
 2011.4! +*                                   !!        .     .  0  .        !
 2012.1!  +*                                  !!        .     .0    .        !
 2012.2!   +*                                 !!        .     .0    .        !
 2012.3*    +                                 !!  0     .     .     .        !
 2012.4+ *                                    !!        .     .  0  .        !


     31.91 percent of the residuals exceed 1 SE
      6.91 percent of the residuals exceed 2 SE
@EQ  3260 LAAFIUA C LAFIUA(-1) PFIUA;SMPL 1978.1 2012.4;OLS;EST 3260 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PASUA=ASPX$/UAPMM;                                                      
 GENR LAAASUA=LOG(AAASUA+.00001);                                             
 GENR LAASUA=LOG(AASUA+.00001);                                               
 LHS AAASUA=EXP(LAAASUA)-.00001;                                              
  EQ 3261 LAAASUA C LAASUA(-1) PASUA;                                         
EQUATION 1666  LAAASUA  
   RHS     C  LAASUA(-1)  PASUA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1666 PLOT=0;END;                                                     

Equation number = 1666
**********************

Dependent variable = LAAASUA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -4.144755989

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.508319540       0.222026479  -6.79342     1.000000
15407 LAASUA  ( -1)       0.486925844       0.063480595   7.67047    -4.145021
15405 PASUA   (  0)      -0.549675189       0.121309490  -4.53118     1.124516

SE of equation            =     0.292832609
Sum of squared residuals  =  15.8639234      -0.651478871E-12
Average absolute error    =     0.212524358
Sum of ABS residuals      =  39.9545794    
R squared                 =   0.47324
Durbin-Watson statistic   =   2.27597
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!        +          *                  !!          .   .   .     0    !
 1966.2!       *       +                      !!       0  .   .   .          !
 1966.3!      *  +                            !!          .0  .   .          !
 1966.4!          +*                          !!          .   .0  .          !
 1967.1!           +     *                    !!          .   .   .0         !
 1967.2!             *+                       !!          .   0   .          !
 1967.3!               +*                     !!          .   .0  .          !
 1967.4!             * +                      !!          .  0.   .          !
 1968.1!         *   +                        !!          .0  .   .          !
 1968.2!          +*                          !!          .   .0  .          !
 1968.3!            +*                        !!          .   .0  .          !
 1968.4!             *+                       !!          .  0.   .          !
 1969.1!             +    *                   !!          .   .   0          !
 1969.2!             *   +                    !!          .0  .   .          !
 1969.3!               +    *                 !!          .   .   0          !
 1969.4!                   + *                !!          .   . 0 .          !
 1970.1!                   + *                !!          .   . 0 .          !
 1970.2!                  +                   !!          .   0   .          !
 1970.3!                 +        *           !!          .   .   .   0      !
 1970.4!                      +     *         !!          .   .   .0         !
 1971.1!                  *    +              !!          0   .   .          !
 1971.2!                  +     *             !!          .   .   .0         !
 1971.3!                     + *              !!          .   .0  .          !
 1971.4!                 *   +                !!          .0  .   .          !
 1972.1!                  +    *              !!          .   .   0          !
 1972.2!            *       +                 !!       0  .   .   .          !
 1972.3!               +    *                 !!          .   .   .0         !
 1972.4!              *   +                   !!          0   .   .          !
 1973.1!              +            *          !!          .   .   .      0   !
 1973.2!                 *+                   !!          .  0.   .          !
 1973.3!             +                        !!          .   0   .          !
 1973.4!           + *                        !!          .   . 0 .          !
 1974.1!           + *                        !!          .   .0  .          !
 1974.2!             +  *                     !!          .   . 0 .          !
 1974.3!              * +                     !!          . 0 .   .          !
 1974.4!             * +                      !!          . 0 .   .          !
 1975.1!               + *                    !!          .   . 0 .          !
 1975.2!                 +                    !!          .   0   .          !
 1975.3!                +                     !!          .   0   .          !
 1975.4!                + *                   !!          .   . 0 .          !
 1976.1!         *       +                    !!        0 .   .   .          !
 1976.2!            +*                        !!          .   .0  .          !
 1976.3!              +                       !!          .  0.   .          !
 1976.4!            *  +                      !!          .0  .   .          !
 1977.1!          *    +                      !!          0   .   .          !
 1977.2!     *        +                       !!      0   .   .   .          !
 1977.3*            +                         !!    0     .   .   .          !
 1977.4!        +                             !!          .  0.   .          !
 1978.1!              +  *                    !!          .   .  0.          !
 1978.2!         *        +                   !!       0  .   .   .          !
 1978.3!      *        +                      !!       0  .   .   .          !
 1978.4!           * +                        !!          . 0 .   .          !
 1979.1!         *     +                      !!         0.   .   .          !
 1979.2!         *    +                       !!          0   .   .          !
 1979.3!              +   *                   !!          .   .  0.          !
 1979.4!     *            +                   !!   0      .   .   .          !
 1980.1!             +          *             !!          .   .   .    0     !
 1980.2!                 *   +                !!          0   .   .          !
 1980.3!                  +*                  !!          .   .0  .          !
 1980.4!              *    +                  !!          0   .   .          !
 1981.1!               +     *                !!          .   .   .0         !
 1981.2!            *       +                 !!        0 .   .   .          !
 1981.3!               +     *                !!          .   .   .0         !
 1981.4!                  *+                  !!          .  0.   .          !
 1982.1!                  +   *               !!          .   .  0.          !
 1982.2!                 *  +                 !!          . 0 .   .          !
 1982.3!               *  +                   !!          . 0 .   .          !
 1982.4!              * +                     !!          . 0 .   .          !
 1983.1!                +  *                  !!          .   .  0.          !
 1983.2!                   +                  !!          .   0   .          !
 1983.3!                   + *                !!          .   .0  .          !
 1983.4!                    +*                !!          .   .0  .          !
 1984.1!                    +     *           !!          .   .   .0         !
 1984.2!                     *+               !!          .   0   .          !
 1984.3!                    +    *            !!          .   .   0          !
 1984.4!                   * +                !!          . 0 .   .          !
 1985.1!                   +       *          !!          .   .   .  0       !
 1985.2!                       +*             !!          .   .0  .          !
 1985.3!                     *+               !!          .  0.   .          !
 1985.4!                     + *              !!          .   . 0 .          !
 1986.1!                      +               !!          .   0   .          !
 1986.2!              *      +                !!        0 .   .   .          !
 1986.3!                  +      *            !!          .   .   . 0        !
 1986.4!                       +   *          !!          .   .   0          !
 1987.1!                        +*            !!          .   .0  .          !
 1987.2!                       + *            !!          .   .0  .          !
 1987.3!                       +              !!          .   0   .          !
 1987.4!                      + *             !!          .   .0  .          !
 1988.1!                      +     *         !!          .   .   .0         !
 1988.2!                       +*             !!          .   0   .          !
 1988.3!                    *+                !!          .   0   .          !
 1988.4!                   +*                 !!          .   .0  .          !
 1989.1!                  +                   !!          .   0   .          !
 1989.2!                  +      *            !!          .   .   . 0        !
 1989.3!                     +    *           !!          .   .   0          !
 1989.4!                   * +                !!          . 0 .   .          !
 1990.1!                 *+                   !!          .  0.   .          !
 1990.2!               * +                    !!          . 0 .   .          !
 1990.3!              * +                     !!          . 0 .   .          !
 1990.4!                 +   *                !!          .   .   0          !
 1991.1!                     +*               !!          .   .0  .          !
 1991.2!                   *+                 !!          .   0   .          !
 1991.3!                   +*                 !!          .   0   .          !
 1991.4!                    +*                !!          .   .0  .          !
 1992.1!                 *  +                 !!          .0  .   .          !
 1992.2!                 *+                   !!          .  0.   .          !
 1992.3!                  *+                  !!          .  0.   .          !
 1992.4!                   +                  !!          .  0.   .          !
 1993.1!                    +  *              !!          .   .  0.          !
 1993.2!                *     +               !!         0.   .   .          !
 1993.3!                   +                  !!          .   0   .          !
 1993.4!                *   +                 !!          .0  .   .          !
 1994.1!                  +*                  !!          .   .0  .          !
 1994.2!                  *+                  !!          .  0.   .          !
 1994.3!              *    +                  !!          0   .   .          !
 1994.4!               * +                    !!          .  0.   .          !
 1995.1!             *   +                    !!          .0  .   .          !
 1995.2!          *     +                     !!         0.   .   .          !
 1995.3!               +    *                 !!          .   .   0          !
 1995.4!                  *+                  !!          .  0.   .          !
 1996.1!                  +*                  !!          .   0   .          !
 1996.2!                  + *                 !!          .   .0  .          !
 1996.3!                  *+                  !!          .  0.   .          !
 1996.4!                  +   *               !!          .   .  0.          !
 1997.1!                     +  *             !!          .   .  0.          !
 1997.2!                     +*               !!          .   0   .          !
 1997.3!                    +   *             !!          .   .  0.          !
 1997.4!                     +     *          !!          .   .   .0         !
 1998.1!                       +  *           !!          .   .  0.          !
 1998.2!                       + *            !!          .   . 0 .          !
 1998.3!                      +    *          !!          .   .   0          !
 1998.4!                       +*             !!          .   .0  .          !
 1999.1!                      +               !!          .   0   .          !
 1999.2!                    +  *              !!          .   . 0 .          !
 1999.3!                     +                !!          .   0   .          !
 1999.4!                    + *               !!          .   . 0 .          !
 2000.1!                     + *              !!          .   .0  .          !
 2000.2!                      +*              !!          .   .0  .          !
 2000.3!                      +  *            !!          .   . 0 .          !
 2000.4!                       +*             !!          .   0   .          !
 2001.1!                      *+              !!          .  0.   .          !
 2001.2!                     +*               !!          .   .0  .          !
 2001.3!                      +*              !!          .   .0  .          !
 2001.4!                      + *             !!          .   .0  .          !
 2002.1!                     *+               !!          .  0.   .          !
 2002.2!                    *+                !!          .  0.   .          !
 2002.3!                     +  *             !!          .   . 0 .          !
 2002.4!                     * +              !!          .  0.   .          !
 2003.1!                  *  +                !!          . 0 .   .          !
 2003.2!                    +                 *!          .   .   .          0
 2003.3!                   *         +        !!     0    .   .   .          !
 2003.4!                    +                 !!          .   0   .          !
 2004.1!                    +*                !!          .   0   .          !
 2004.2!                 *   +                !!          .0  .   .          !
 2004.3!                   +*                 !!          .   .0  .          !
 2004.4!                *   +                 !!          .0  .   .          !
 2005.1!             *    +                   !!          0   .   .          !
 2005.2!           *    +                     !!          0   .   .          !
 2005.3!           *   +                      !!          .0  .   .          !
 2005.4!         *     +                      !!         0.   .   .          !
 2006.1!             +*                       !!          .   0   .          !
 2006.2!               +*                     !!          .   0   .          !
 2006.3!            *   +                     !!          .0  .   .          !
 2006.4!               +                      !!          .   .0  .          !
 2007.1!                + *                   !!          .   . 0 .          !
 2007.2!                 + *                  !!          .   . 0 .          !
 2007.3!                  +      *            !!          .   .   . 0        !
 2007.4!             *      +                 !!        0 .   .   .          !
 2008.1!              *+                      !!          .  0.   .          !
 2008.2!             +   *                    !!          .   .  0.          !
 2008.3!              +  *                    !!          .   . 0 .          !
 2008.4!              +*                      !!          .   .0  .          !
 2009.1!           *  +                       !!          .0  .   .          !
 2009.2!           * +                        !!          .  0.   .          !
 2009.3!         *    +                       !!          0   .   .          !
 2009.4!            +*                        !!          .   0   .          !
 2010.1!           *  +                       !!          . 0 .   .          !
 2010.2!          * +                         !!          . 0 .   .          !
 2010.3!          +                           !!          .   0   .          !
 2010.4!          *+                          !!          .  0.   .          !
 2011.1!        * +                           !!          . 0 .   .          !
 2011.2!        *+                            !!          .  0.   .          !
 2011.3!        +                             !!          .   .0  .          !
 2011.4!      * +                             !!          . 0 .   .          !
 2012.1!     *  +                             !!          . 0 .   .          !
 2012.2!      *+                              !!          .  0.   .          !
 2012.3!     *  +                             !!          . 0 .   .          !
 2012.4!      * +                             !!          . 0 .   .          !


     27.13 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
@@EQ 3262 LAASOUA C LASOUA(-1) PSOUA;SMPL 1992.3 2012.4;OLS;EST 3262 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKOUA=KOPX$/UAPMM;                                                      
 GENR LAAKOUA=LOG(AAKOUA+.00001);                                             
 GENR LAKOUA=LOG(AKOUA+.00001);                                               
 LHS AAKOUA=EXP(LAAKOUA)-.00001;                                              
  EQ 3263 LAAKOUA C LAKOUA(-1) PKOUA;                                         
EQUATION 1667  LAAKOUA  
   RHS     C  LAKOUA(-1)  PKOUA  
 SMPL 1977.3 2012.4;                                                          
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
 OLS;EST 1667 PLOT=0;END;                                                     

Equation number = 1667
**********************

Dependent variable = LAAKOUA 

 1977.3 -   2012.4,    0 missing obs.,  142 obs. used.

Mean of dependent variable       -3.586312659

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.342373238       0.131419294  -2.60520     1.000000
15410 LAKOUA  ( -1)       0.870701213       0.040622934  21.43374    -3.597417
15408 PKOUA   (  0)      -0.076261586       0.058639463  -1.30052     1.464227

SE of equation            =     0.250280675
Sum of squared residuals  =  8.70701788       0.843769499E-13
Average absolute error    =     0.160314247
Sum of ABS residuals      =  22.7646230    
R squared                 =   0.81899
Durbin-Watson statistic   =   2.14460
SMPL and No. Obs.         = 1977.3   2012.4    142

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.3!       *   +                          !!          0.  .  .           !
 1977.4!   *     +                            !!         0 .  .  .           !
 1978.1!     *+                               !!           .  0  .           !
 1978.2!      * +                             !!           .0 .  .           !
 1978.3!*       +                             !!       0   .  .  .           !
 1978.4!   +                                  !!           .  0  .           !
 1979.1*      +                               !!        0  .  .  .           !
 1979.2!  +*                                  !!           .  .0 .           !
 1979.3!      +          *                    !!           .  .  .     0     !
 1979.4!                  +  *                !!           .  . 0.           !
 1980.1!                  *  +                !!           0  .  .           !
 1980.2!                   +*                 !!           .  .0 .           !
 1980.3!   *                 +                !0           .  .  .           !
 1980.4!      +*                              !!           .  .0 .           !
 1981.1!         +       *                    !!           .  .  .  0        !
 1981.2!                 *+                   !!           .  0  .           !
 1981.3!                * +                   !!           .0 .  .           !
 1981.4!              *  +                    !!           .0 .  .           !
 1982.1!            *   +                     !!           0  .  .           !
 1982.2!             +  *                     !!           .  . 0.           !
 1982.3!                 +                    !!           .  0  .           !
 1982.4!       *          +                   !!     0     .  .  .           !
 1983.1!         *+                           !!           .  0  .           !
 1983.2!           +               *          !!           .  .  .          0!
 1983.3!                         * +          !!           . 0.  .           !
 1983.4!                         +            !!           .  0  .           !
 1984.1!                         +            !!           .  0  .           !
 1984.2!               *         +            !!     0     .  .  .           !
 1984.3!             *  +                     !!           .0 .  .           !
 1984.4!    *         +                       !!     0     .  .  .           !
 1985.1!      +    *                          !!           .  .  .0          !
 1985.2!            *+                        !!           . 0.  .           !
 1985.3!             + *                      !!           .  . 0.           !
 1985.4!           *     +                    !!         0 .  .  .           !
 1986.1!             + *                      !!           .  .0 .           !
 1986.2!                +  *                  !!           .  . 0.           !
 1986.3!                   +  *               !!           .  . 0.           !
 1986.4!                      +               !!           .  0  .           !
 1987.1!                      +*              !!           .  .0 .           !
 1987.2!                       +   *          !!           .  .  0           !
 1987.3!                        * +           !!           .0 .  .           !
 1987.4!                        +             !!           .  0  .           !
 1988.1!                        +   *         !!           .  .  .0          !
 1988.2!                           *+         !!           . 0.  .           !
 1988.3!                         *+           !!           . 0.  .           !
 1988.4!                        +   *         !!           .  .  0           !
 1989.1!                         * +          !!           .0 .  .           !
 1989.2!                        +             !!           .  0  .           !
 1989.3!                      *+              !!           . 0.  .           !
 1989.4!                     *+               !!           . 0.  .           !
 1990.1!                     +   *            !!           .  .  0           !
 1990.2!                        +             !!           .  0  .           !
 1990.3!                        +   *         !!           .  .  .0          !
 1990.4!                           + *        !!           .  .0 .           !
 1991.1!                     *      +         !!         0 .  .  .           !
 1991.2!                     +   *            !!           .  .  0           !
 1991.3!                       *+             !!           . 0.  .           !
 1991.4!                       +*             !!           .  . 0.           !
 1992.1!                       *+             !!           . 0.  .           !
 1992.2!                       +   *          !!           .  .  0           !
 1992.3!                          +           !!           .  0  .           !
 1992.4!                         *+           !!           . 0.  .           !
 1993.1!                         +*           !!           .  .0 .           !
 1993.2!                         *+           !!           .  0  .           !
 1993.3!                         + *          !!           .  . 0.           !
 1993.4!                           + *        !!           .  . 0.           !
 1994.1!                        *   +         !!          0.  .  .           !
 1994.2!                       +  *           !!           .  . 0.           !
 1994.3!                         + *          !!           .  .0 .           !
 1994.4!                          + *         !!           .  . 0.           !
 1995.1!                       *   +          !!           0  .  .           !
 1995.2!                       +   *          !!           .  .  0           !
 1995.3!                          + *         !!           .  .0 .           !
 1995.4!                          *+          !!           .  0  .           !
 1996.1!                          +           !!           .  0  .           !
 1996.2!                          +*          !!           .  .0 .           !
 1996.3!                           +          !!           .  0  .           !
 1996.4!                          + *         !!           .  . 0.           !
 1997.1!                          * +         !!           . 0.  .           !
 1997.2!                          + *         !!           .  .0 .           !
 1997.3!                           +          !!           .  0  .           !
 1997.4!                           +     *    !!           .  .  . 0         !
 1998.1!                                 +   *!!           .  .  0           !
 1998.2!                                    + !!           .  0  .           !
 1998.3!                                 * +  !!           .0 .  .           !
 1998.4!                                +     !!           .  0  .           !
 1999.1!                         *     +      !!         0 .  .  .           !
 1999.2!                         +   *        !!           .  .  .0          !
 1999.3!                            +*        !!           .  .0 .           !
 1999.4!                             +*       !!           .  .0 .           !
 2000.1!                             + *      !!           .  . 0.           !
 2000.2!                               + *    !!           .  . 0.           !
 2000.3!                                +*    !!           .  .0 .           !
 2000.4!                                +*    !!           .  .0 .           !
 2001.1!                                 +*   !!           .  .0 .           !
 2001.2!                                 + *  !!           .  .0 .           !
 2001.3!                                  +   !!           .  .0 .           !
 2001.4!                                  +   !!           .  0  .           !
 2002.1!                                 +    !!           .  0  .           !
 2002.2!                                + *   !!           .  .0 .           !
 2002.3!                                 +    !!           .  0  .           !
 2002.4!                                 + *  !!           .  . 0.           !
 2003.1!                              *   +   !!           0  .  .           !
 2003.2!                              +       !!           .  0  .           !
 2003.3!                              +*      !!           .  .0 .           !
 2003.4!                               +*     !!           .  0  .           !
 2004.1!                               +      !!           .  0  .           !
 2004.2!                              *+      !!           .  0  .           !
 2004.3!                             *+       !!           . 0.  .           !
 2004.4!                             +        !!           .  0  .           !
 2005.1!                           * +        !!           . 0.  .           !
 2005.2!                          *+          !!           . 0.  .           !
 2005.3!                          +           !!           . 0.  .           !
 2005.4!                          +           !!           .  0  .           !
 2006.1!                         *+           !!           . 0.  .           !
 2006.2!                         + *          !!           .  .0 .           !
 2006.3!                           +          !!           .  0  .           !
 2006.4!                          *+          !!           . 0.  .           !
 2007.1!                           +*         !!           .  .0 .           !
 2007.2!                            +         !!           .  0  .           !
 2007.3!                           *+         !!           . 0.  .           !
 2007.4!                           +*         !!           .  .0 .           !
 2008.1!                            +   *     !!           .  .  0           !
 2008.2!                               *+     !!           . 0.  .           !
 2008.3!                             * +      !!           .0 .  .           !
 2008.4!                             +        !!           .  0  .           !
 2009.1!                             + *      !!           .  . 0.           !
 2009.2!                               +  *   !!           .  . 0.           !
 2009.3!                                 +*   !!           .  .0 .           !
 2009.4!                                  +   !!           .  .0 .           !
 2010.1!                             *    +   !!          0.  .  .           !
 2010.2!                              +  *    !!           .  .  0           !
 2010.3!                               * +    !!           .0 .  .           !
 2010.4!                               +      *!           .  .  .  0        !
 2011.1!                                  *  +!!           .0 .  .           !
 2011.2!                                  +*  !!           .  .0 .           !
 2011.3!                                   +* !!           .  .0 .           !
 2011.4!                                   +  !!           .  0  .           !
 2012.1!                                 * +  !!           . 0.  .           !
 2012.2!                                 +*   !!           .  0  .           !
 2012.3!                                *+    !!           . 0.  .           !
 2012.4!                                +     !!           .  0  .           !


     19.01 percent of the residuals exceed 1 SE
      4.93 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBEUA=BEPX$Q/UAPMM;                                                     
 GENR LAABEUA=LOG(AABEUA+.00001);                                             
 GENR LABEUA=LOG(ABEUA+.00001);                                               
 LHS AABEUA=EXP(LAABEUA)-.00001;                                              
  EQ 3264 LAABEUA C LABEUA(-1) PBEUA;                                         
EQUATION 1668  LAABEUA  
   RHS     C  LABEUA(-1)  PBEUA  
 SMPL 1972.4 2012.4;                                                          
Sample period is now  1972.4 to  2012.4 Internally:    84 to   244
 OLS;EST 1668 PLOT=0;END;                                                     

Equation number = 1668
**********************

Dependent variable = LAABEUA 

 1972.4 -   2012.4,    0 missing obs.,  161 obs. used.

Mean of dependent variable       -4.124498397

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.359468408       0.225685651  -6.02373     1.000000
15413 LABEUA  ( -1)       0.479403825       0.067630918   7.08853    -4.125828
15411 PBEUA   (  0)      -0.788841338       0.160692526  -4.90901     0.997783

SE of equation            =     0.201640306
Sum of squared residuals  =  6.42409248       0.847011350E-11
Average absolute error    =     0.162354979
Sum of ABS residuals      =  26.1391517    
R squared                 =   0.52903
Durbin-Watson statistic   =   2.15844
SMPL and No. Obs.         = 1972.4   2012.4    161

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.4!   *               +                  !0         .    .    .         !
 1973.1!               +      *               !!         .    .    . 0       !
 1973.2!        *           +                 !!   0     .    .    .         !
 1973.3!        *  +                          !!         . 0  .    .         !
 1973.4!           +      *                   !!         .    .    .0        !
 1974.1!                  +    *              !!         .    .    0         !
 1974.2!                *     +               !!        0.    .    .         !
 1974.3!                  *+                  !!         .  0 .    .         !
 1974.4!                  * +                 !!         .   0.    .         !
 1975.1!                   + *                !!         .    . 0  .         !
 1975.2!               *    +                 !!         0    .    .         !
 1975.3!           *     +                    !!        0.    .    .         !
 1975.4!       *        +                     !!      0  .    .    .         !
 1976.1!        *     +                       !!        0.    .    .         !
 1976.2!              +     *                 !!         .    .    .0        !
 1976.3!            *       +                 !!      0  .    .    .         !
 1976.4!            *  +                      !!         .  0 .    .         !
 1977.1!                +     *               !!         .    .    .0        !
 1977.2!                   *  +               !!         .  0 .    .         !
 1977.3!                   *+                 !!         .   0.    .         !
 1977.4!                 *+                   !!         .   0.    .         !
 1978.1!                   +             *    !!         .    .    .       0 !
 1978.2!                         * +          !!         .   0.    .         !
 1978.3!                        + *           !!         .    . 0  .         !
 1978.4!                       +              !!         .    .0   .         !
 1979.1!                     +     *          !!         .    .    0         !
 1979.2!                       +     *        !!         .    .    0         !
 1979.3!                        *+            !!         .   0.    .         !
 1979.4!                      + *             !!         .    . 0  .         !
 1980.1!                        +        *    !!         .    .    .  0      !
 1980.2!                     *      +         !!        0.    .    .         !
 1980.3!                *     +               !!        0.    .    .         !
 1980.4!           *        +                 !!     0   .    .    .         !
 1981.1!                 +  *                 !!         .    . 0  .         !
 1981.2!                        +     *       !!         .    .    0         !
 1981.3!                          *  +        !!         . 0  .    .         !
 1981.4!                  *      +            !!       0 .    .    .         !
 1982.1!                *      +              !!        0.    .    .         !
 1982.2!                      +         *     !!         .    .    .    0    !
 1982.3!                     *        +       !!     0   .    .    .         !
 1982.4!                       +    *         !!         .    .   0.         !
 1983.1!                           +         *!!         .    .    .    0    !
 1983.2!                      *         +     !!     0   .    .    .         !
 1983.3!            *             +           !!0        .    .    .         !
 1983.4!                     +         *      !!         .    .    .    0    !
 1984.1!                           *  +       !!         . 0  .    .         !
 1984.2!                           +  *       !!         .    . 0  .         !
 1984.3!                       *     +        !!        0.    .    .         !
 1984.4!                          +    *      !!         .    .   0.         !
 1985.1!                              +   *   !!         .    .   0.         !
 1985.2!                               +    * !!         .    .    0         !
 1985.3!                             * +      !!         .  0 .    .         !
 1985.4!               *           +          !!   0     .    .    .         !
 1986.1!                    +            *    !!         .    .    .      0  !
 1986.2!                 *         +          !!     0   .    .    .         !
 1986.3!              *   +                   !!         .0   .    .         !
 1986.4!                +  *                  !!         .    .  0 .         !
 1987.1!           *      +                   !!       0 .    .    .         !
 1987.2!               +   *                  !!         .    .   0.         !
 1987.3!          *         +                 !!    0    .    .    .         !
 1987.4!               +     *                !!         .    .    .0        !
 1988.1!                  * +                 !!         .  0 .    .         !
 1988.2!       *           +                  !!  0      .    .    .         !
 1988.3!       *      +                       !!       0 .    .    .         !
 1988.4!        *   +                         !!         .0   .    .         !
 1989.1!             +                        !!         .    0    .         !
 1989.2!                + *                   !!         .    .0   .         !
 1989.3!         *        +                   !!     0   .    .    .         !
 1989.4!        *    +                        !!         0    .    .         !
 1990.1!            +   *                     !!         .    .   0.         !
 1990.2!        *      +                      !!       0 .    .    .         !
 1990.3!          +   *                       !!         .    .   0.         !
 1990.4!       *      +                       !!       0 .    .    .         !
 1991.1!           +   *                      !!         .    .   0.         !
 1991.2!              +       *               !!         .    .    .  0      !
 1991.3!            *      +                  !!       0 .    .    .         !
 1991.4!             +     *                  !!         .    .    .0        !
 1992.1!             *   +                    !!         . 0  .    .         !
 1992.2!              + *                     !!         .    . 0  .         !
 1992.3!         *    +                       !!         0    .    .         !
 1992.4!      *     +                         !!         0    .    .         !
 1993.1!          *+                          !!         .   0.    .         !
 1993.2!             +   *                    !!         .    .   0.         !
 1993.3!              *   +                   !!         .0   .    .         !
 1993.4!               +     *                !!         .    .    .0        !
 1994.1!             *     +                  !!         0    .    .         !
 1994.2!        *   +                         !!         .0   .    .         !
 1994.3!    *     +                           !!        0.    .    .         !
 1994.4!     * +                              !!         .  0 .    .         !
 1995.1!    *  +                              !!         . 0  .    .         !
 1995.2!      + *                             !!         .    . 0  .         !
 1995.3!    *   +                             !!         .0   .    .         !
 1995.4!     +*                               !!         .    .0   .         !
 1996.1!     *  +                             !!         . 0  .    .         !
 1996.2! *      +                             !!        0.    .    .         !
 1996.3*      +                               !!       0 .    .    .         !
 1996.4!     *+                               !!         .    0    .         !
 1997.1!           +   *                      !!         .    .   0.         !
 1997.2!      *        +                      !!      0  .    .    .         !
 1997.3!          *+                          !!         .   0.    .         !
 1997.4!            + *                       !!         .    . 0  .         !
 1998.1!              +*                      !!         .    . 0  .         !
 1998.2!             *+                       !!         .   0.    .         !
 1998.3!            +                         !!         .    0    .         !
 1998.4!           +  *                       !!         .    .  0 .         !
 1999.1!             +*                       !!         .    .0   .         !
 1999.2!          +       *                   !!         .    .    . 0       !
 1999.3!               +   *                  !!         .    .   0.         !
 1999.4!                  +  *                !!         .    .  0 .         !
 2000.1!                   *+                 !!         .   0.    .         !
 2000.2!                      +   *           !!         .    .  0 .         !
 2000.3!                         +  *         !!         .    . 0  .         !
 2000.4!                           +         *!!         .    .    .    0    !
 2001.1!                            * +       !!         .  0 .    .         !
 2001.2!                          +           *!         .    .    .     0   !
 2001.3!                              *+      !!         .    0    .         !
 2001.4!                           +      *   !!         .    .    . 0       !
 2002.1!                            + *       !!         .    . 0  .         !
 2002.2!                          +        *  !!         .    .    .   0     !
 2002.3!                            + *       !!         .    . 0  .         !
 2002.4!                          +         * !!         .    .    .   0     !
 2003.1!                            +*        !!         .    .0   .         !
 2003.2!                      * +             !!         .  0 .    .         !
 2003.3!                     +                !!         .    .0   .         !
 2003.4!                    +    *            !!         .    .   0.         !
 2004.1!                     +    *           !!         .    .    0         !
 2004.2!                      + *             !!         .    . 0  .         !
 2004.3!                      +  *            !!         .    .   0.         !
 2004.4!                     *+               !!         .   0.    .         !
 2005.1!                 +                    !!         .    0    .         !
 2005.2!                +  *                  !!         .    .  0 .         !
 2005.3!                  +                   !!         .   0.    .         !
 2005.4!                 +  *                 !!         .    .  0 .         !
 2006.1!                  +  *                !!         .    . 0  .         !
 2006.2!                  + *                 !!         .    . 0  .         !
 2006.3!                  + *                 !!         .    . 0  .         !
 2006.4!                  +    *              !!         .    .    0         !
 2007.1!                  +    *              !!         .    .   0.         !
 2007.2!                  + *                 !!         .    . 0  .         !
 2007.3!                +*                    !!         .    .0   .         !
 2007.4!              +       *               !!         .    .    . 0       !
 2008.1!                +   *                 !!         .    .  0 .         !
 2008.2!               + *                    !!         .    .0   .         !
 2008.3!            * +                       !!         .   0.    .         !
 2008.4!             +*                       !!         .    0    .         !
 2009.1!           *  +                       !!         .  0 .    .         !
 2009.2!             +   *                    !!         .    .   0.         !
 2009.3!              +*                      !!         .    .0   .         !
 2009.4!               +    *                 !!         .    .    0         !
 2010.1!              *  +                    !!         . 0  .    .         !
 2010.2!             *  +                     !!         .  0 .    .         !
 2010.3!             * +                      !!         .   0.    .         !
 2010.4!              +*                      !!         .    0    .         !
 2011.1!               +*                     !!         .    . 0  .         !
 2011.2!                + *                   !!         .    .0   .         !
 2011.3!                +    *                !!         .    .    0         !
 2011.4!                  +*                  !!         .    .0   .         !
 2012.1!                 +  *                 !!         .    . 0  .         !
 2012.2!             *    +                   !!         0    .    .         !
 2012.3!           *  +                       !!         . 0  .    .         !
 2012.4!              +     *                 !!         .    .    .0        !


     32.30 percent of the residuals exceed 1 SE
      4.97 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PDEUA=DEPX$Q/UAPMM;                                                     
 GENR LAADEUA=LOG(AADEUA+.00001);                                             
 GENR LADEUA=LOG(ADEUA+.00001);                                               
 LHS AADEUA=EXP(LAADEUA)-.00001;                                              
  EQ 3265 LAADEUA C LADEUA(-1) PDEUA;                                         
EQUATION 1669  LAADEUA  
   RHS     C  LADEUA(-1)  PDEUA  
 SMPL 1972.2 2012.4;                                                          
Sample period is now  1972.2 to  2012.4 Internally:    82 to   244
 OLS;EST 1669 PLOT=0;END;                                                     

Equation number = 1669
**********************

Dependent variable = LAADEUA 

 1972.2 -   2012.4,    0 missing obs.,  163 obs. used.

Mean of dependent variable       -5.237804920

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.467173676       0.199569487  -2.34091     1.000000
15416 LADEUA  ( -1)       0.909158024       0.033244009  27.34803    -5.226494
15414 PDEUA   (  0)      -0.018409970       0.133373871  -0.13803     1.027805

SE of equation            =     0.186978912
Sum of squared residuals  =  5.59377819      -0.419309032E-10
Average absolute error    =     0.137192023
Sum of ABS residuals      =  22.3622997    
R squared                 =   0.82971
Durbin-Watson statistic   =   2.57826
SMPL and No. Obs.         = 1972.2   2012.4    163

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.2!                                     +!!         .    0    .         !
 1972.3!                                   +  *!         .    .   0.         !
 1972.4!                              *     + !!      0  .    .    .         !
 1973.1!                    *        +        !!   0     .    .    .         !
 1973.2!                  * +                 !!         .  0 .    .         !
 1973.3!                  +*                  !!         .    .0   .         !
 1973.4!                   +      *           !!         .    .    .   0     !
 1974.1!                         +    *       !!         .    .    .0        !
 1974.2!                         *   +        !!         0    .    .         !
 1974.3!                        +      *      !!         .    .    .  0      !
 1974.4!                   *          +       !!0        .    .    .         !
 1975.1!                  +         *         !!         .    .    .       0 !
 1975.2!                        *  +          !!         .0   .    .         !
 1975.3!                    *  +              !!         .0   .    .         !
 1975.4!                    +       *         !!         .    .    .    0    !
 1976.1!                     *     +          !!      0  .    .    .         !
 1976.2!                    +           *     !!         .    .    .         0
 1976.3!                               + *    !!         .    .  0 .         !
 1976.4!                      *         +     !!  0      .    .    .         !
 1977.1!                 *    +               !!        0.    .    .         !
 1977.2!                 +   *                !!         .    .    .0        !
 1977.3!                   * +                !!         . 0  .    .         !
 1977.4!                  +    *              !!         .    .    .0        !
 1978.1!                   *  +               !!         .0   .    .         !
 1978.2!                   +       *          !!         .    .    .    0    !
 1978.3!                   *      +           !!    0    .    .    .         !
 1978.4!                  + *                 !!         .    . 0  .         !
 1979.1!                    +      *          !!         .    .    .   0     !
 1979.2!                 *        +           !!   0     .    .    .         !
 1979.3!                 +  *                 !!         .    .   0.         !
 1979.4!                    + *               !!         .    .  0 .         !
 1980.1!                      +   *           !!         .    .    0         !
 1980.2!                       * +            !!         . 0  .    .         !
 1980.3!                       +  *           !!         .    .   0.         !
 1980.4!                         +   *        !!         .    .    0         !
 1981.1!                            +         !!         .    0    .         !
 1981.2!                           +   *      !!         .    .    .0        !
 1981.3!                           *  +       !!         .0   .    .         !
 1981.4!                          +    *      !!         .    .    . 0       !
 1982.1!                              +       !!         .    0    .         !
 1982.2!                           * +        !!         .  0 .    .         !
 1982.3!                          + *         !!         .    . 0  .         !
 1982.4!                           +   *      !!         .    .    0         !
 1983.1!                              + *     !!         .    . 0  .         !
 1983.2!                             *+       !!         .   0.    .         !
 1983.3!                           *+         !!         .   0.    .         !
 1983.4!                          +     *     !!         .    .    . 0       !
 1984.1!                               + *    !!         .    .   0.         !
 1984.2!                                +     !!         .    .0   .         !
 1984.3!                               + *    !!         .    . 0  .         !
 1984.4!                               +     *!!         .    .    .  0      !
 1985.1!                               *    + !!         0    .    .         !
 1985.2!                              + *     !!         .    . 0  .         !
 1985.3!                              *+      !!         .   0.    .         !
 1985.4!                             +   *    !!         .    .    .0        !
 1986.1!                               *+     !!         .   0.    .         !
 1986.2!                          *   +       !!         0    .    .         !
 1986.3!                       * +            !!         .  0 .    .         !
 1986.4!                       +    *         !!         .    .    .0        !
 1987.1!                           +   *      !!         .    .    .0        !
 1987.2!                              +       !!         .    0    .         !
 1987.3!                        *   +         !!        0.    .    .         !
 1987.4!                       + *            !!         .    . 0  .         !
 1988.1!                        +    *        !!         .    .    . 0       !
 1988.2!                            +         !!         .   0.    .         !
 1988.3!                          *+          !!         .   0.    .         !
 1988.4!                         +*           !!         .    . 0  .         !
 1989.1!                         +  *         !!         .    .  0 .         !
 1989.2!                           +     *    !!         .    .    .  0      !
 1989.3!                      *        +      !!  0      .    .    .         !
 1989.4!                     +   *            !!         .    .    0         !
 1990.1!                        + *           !!         .    . 0  .         !
 1990.2!                       * +            !!         .  0 .    .         !
 1990.3!                    *  +              !!         . 0  .    .         !
 1990.4!                    +       *         !!         .    .    .    0    !
 1991.1!                          *+          !!         .   0.    .         !
 1991.2!                      *  +            !!         .0   .    .         !
 1991.3!                     *+               !!         .    0    .         !
 1991.4!                     +                !!         .    0    .         !
 1992.1!                    +*                !!         .    .0   .         !
 1992.2!                     +    *           !!         .    .    .0        !
 1992.3!                   *     +            !!       0 .    .    .         !
 1992.4!                   +*                 !!         .    .0   .         !
 1993.1!                    + *               !!         .    .  0 .         !
 1993.2!                    *+                !!         .   0.    .         !
 1993.3!                    + *               !!         .    .  0 .         !
 1993.4!                      +               !!         .    .0   .         !
 1994.1!                     *+               !!         .   0.    .         !
 1994.2!                   * +                !!         .  0 .    .         !
 1994.3!                   +                  !!         .    0    .         !
 1994.4!                   +  *               !!         .    .  0 .         !
 1995.1!                   * +                !!         . 0  .    .         !
 1995.2!                   +                  !!         .    0    .         !
 1995.3!                   +                  !!         .    .0   .         !
 1995.4!                  *+                  !!         .   0.    .         !
 1996.1!                  +                   !!         .    .0   .         !
 1996.2!                  +                   !!         .   0.    .         !
 1996.3!                 + *                  !!         .    . 0  .         !
 1996.4!                   +*                 !!         .    . 0  .         !
 1997.1!                   *+                 !!         .    0    .         !
 1997.2!                   +                  !!         .    0    .         !
 1997.3!                  *+                  !!         .    0    .         !
 1997.4!                  +                   !!         .    0    .         !
 1998.1!                  +*                  !!         .    .0   .         !
 1998.2!                  +                   !!         .   0.    .         !
 1998.3!                  +*                  !!         .    . 0  .         !
 1998.4!                 * +                  !!         .  0 .    .         !
 1999.1!                *+                    !!         .   0.    .         !
 1999.2!                + *                   !!         .    .  0 .         !
 1999.3!                  +*                  !!         .    .0   .         !
 1999.4!                   +                  !!         .    0    .         !
 2000.1!                 * +                  !!         .  0 .    .         !
 2000.2!                 +*                   !!         .    .0   .         !
 2000.3!                  +*                  !!         .    . 0  .         !
 2000.4!                   +                  !!         .    0    .         !
 2001.1!                  *+                  !!         .   0.    .         !
 2001.2!                  +                   !!         .    0    .         !
 2001.3!                  +                   !!         .    .0   .         !
 2001.4!                  +                   !!         .   0.    .         !
 2002.1!                  +                   !!         .    0    .         !
 2002.2!                  +*                  !!         .    .0   .         !
 2002.3!                 * +                  !!         .  0 .    .         !
 2002.4!                 +*                   !!         .    .0   .         !
 2003.1!                * +                   !!         .  0 .    .         !
 2003.2!              * +                     !!         . 0  .    .         !
 2003.3!               +                      !!         .    .0   .         !
 2003.4!             * +                      !!         . 0  .    .         !
 2004.1!             +*                       !!         .    .0   .         !
 2004.2!            * +                       !!         .  0 .    .         !
 2004.3!            *+                        !!         .   0.    .         !
 2004.4!           * +                        !!         .  0 .    .         !
 2005.1!          * +                         !!         .  0 .    .         !
 2005.2!     *    +                           !!       0 .    .    .         !
 2005.3!    * +                               !!         . 0  .    .         !
 2005.4!   * +                                !!         . 0  .    .         !
 2006.1!   *+                                 !!         .  0 .    .         !
 2006.2!    + *                               !!         .    .  0 .         !
 2006.3!       + *                            !!         .    .  0 .         !
 2006.4!    *     +                           !!       0 .    .    .         !
 2007.1!      + *                             !!         .    .  0 .         !
 2007.2!     *  +                             !!         .0   .    .         !
 2007.3!   *   +                              !!         0    .    .         !
 2007.4! *  +                                 !!         .0   .    .         !
 2008.1!   +*                                 !!         .    .0   .         !
 2008.2!  *  +                                !!         .0   .    .         !
 2008.3!   +   *                              !!         .    .    0         !
 2008.4! *      +                             !!     0   .    .    .         !
 2009.1!  + *                                 !!         .    . 0  .         !
 2009.2!    *+                                !!         .   0.    .         !
 2009.3!   * +                                !!         .0   .    .         !
 2009.4!    +                                 !!         .    0    .         !
 2010.1!     +        *                       !!         .    .    .     0   !
 2010.2!      *       +                       !!    0    .    .    .         !
 2010.3!  *    +                              !!       0 .    .    .         !
 2010.4!   + *                                !!         .    . 0  .         !
 2011.1!     *+                               !!         .  0 .    .         !
 2011.2!      + *                             !!         .    . 0  .         !
 2011.3!      *  +                            !!         . 0  .    .         !
 2011.4*       +                              !!    0    .    .    .         !
 2012.1! +*                                   !!         .    .0   .         !
 2012.2!  *+                                  !!         .  0 .    .         !
 2012.3*   +                                  !!         0    .    .         !
 2012.4! +                                    !!         .    0    .         !


     26.99 percent of the residuals exceed 1 SE
      7.98 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNOUA=NOPX$Q/UAPMM;                                                     
 GENR LAANOUA=LOG(AANOUA+.00001);                                             
 GENR LANOUA=LOG(ANOUA+.00001);                                               
 LHS AANOUA=EXP(LAANOUA)-.00001;                                              
  EQ 3266 LAANOUA C LANOUA(-1) PNOUA;                                         
EQUATION 1670  LAANOUA  
   RHS     C  LANOUA(-1)  PNOUA  
 SMPL 1976.3 2012.4;                                                          
Sample period is now  1976.3 to  2012.4 Internally:    99 to   244
 OLS;EST 1670 PLOT=0;END;                                                     

Equation number = 1670
**********************

Dependent variable = LAANOUA 

 1976.3 -   2012.4,    0 missing obs.,  146 obs. used.

Mean of dependent variable       -5.965428276

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -3.076508166       0.389168013  -7.90535     1.000000
15419 LANOUA  ( -1)       0.344126017       0.076721942   4.48537    -5.957529
15417 PNOUA   (  0)      -0.950044913       0.176099743  -5.39493     0.882884

SE of equation            =     0.359801431
Sum of squared residuals  =  18.5123610      -0.763655805E-11
Average absolute error    =     0.271755340
Sum of ABS residuals      =  39.6762796    
R squared                 =   0.44926
Durbin-Watson statistic   =   2.11912
SMPL and No. Obs.         = 1976.3   2012.4    146

Plot of actual(*) and fitted(+) values and residuals(0)


 1976.3!       *        +                     !!       0  .   .   .          !
 1976.4!            +       *                 !!          .   .   . 0        !
 1977.1!             *   +                    !!          .0  .   .          !
 1977.2!               +   *                  !!          .   .  0.          !
 1977.3!    *            +                    !!    0     .   .   .          !
 1977.4!     *     +                          !!         0.   .   .          !
 1978.1!      *      +                        !!         0.   .   .          !
 1978.2!   *        +                         !!       0  .   .   .          !
 1978.3!             +     *                  !!          .   .   .0         !
 1978.4!                  +                   !!          .   0   .          !
 1979.1!            *    +                    !!          0   .   .          !
 1979.2!               +         *            !!          .   .   .  0       !
 1979.3!                   +*                 !!          .   .0  .          !
 1979.4!             *   +                    !!          .0  .   .          !
 1980.1!        *     +                       !!         0.   .   .          !
 1980.2!            +    *                    !!          .   .  0.          !
 1980.3!               +   *                  !!          .   .  0.          !
 1980.4!             *  +                     !!          . 0 .   .          !
 1981.1!            +          *              !!          .   .   .   0      !
 1981.2!                 +                    !!          .   0   .          !
 1981.3!              *+                      !!          .   0   .          !
 1981.4!      *      +                        !!         0.   .   .          !
 1982.1!     *    +                           !!          0   .   .          !
 1982.2!     *     +                          !!          0   .   .          !
 1982.3!   *      +                           !!         0.   .   .          !
 1982.4!  *      +                            !!         0.   .   .          !
 1983.1!          +                           !!          .   0   .          !
 1983.2!             +*                       !!          .   .0  .          !
 1983.3!               +                      !!          .   0   .          !
 1983.4!  *           +                       !!     0    .   .   .          !
 1984.1!          + *                         !!          .   .0  .          !
 1984.2!         *   +                        !!          .0  .   .          !
 1984.3!        *    +                        !!          0   .   .          !
 1984.4!           *+                         !!          .  0.   .          !
 1985.1!             +           *            !!          .   .   .    0     !
 1985.2!             *   +                    !!          .0  .   .          !
 1985.3!             +   *                    !!          .   .  0.          !
 1985.4!              *+                      !!          .  0.   .          !
 1986.1!               +*                     !!          .   .0  .          !
 1986.2!                 +                    !!          .   0   .          !
 1986.3!                 +*                   !!          .   .0  .          !
 1986.4!                  +                   *!          .   .   .          0
 1987.1!                 *      +             !!         0.   .   .          !
 1987.2!                  +*                  !!          .   .0  .          !
 1987.3!                  +                  *!!          .   .   .         0!
 1987.4!                    *    +            !!          0   .   .          !
 1988.1!                   +       *          !!          .   .   . 0        !
 1988.2!                     +  *             !!          .   .  0.          !
 1988.3!                    +   *             !!          .   .  0.          !
 1988.4!                    +    *            !!          .   .   0          !
 1989.1!                   +     *            !!          .   .   0          !
 1989.2!                   +    *             !!          .   .  0.          !
 1989.3!                   +     *            !!          .   .   0          !
 1989.4!                *  +                  !!          .0  .   .          !
 1990.1!                +       *             !!          .   .   .0         !
 1990.2!                    +   *             !!          .   .  0.          !
 1990.3!                  +  *                !!          .   . 0 .          !
 1990.4!               +  *                   !!          .   . 0 .          !
 1991.1!                 +                    !!          .   0   .          !
 1991.2!                +     *               !!          .   .   .0         !
 1991.3!             *    +                   !!          0   .   .          !
 1991.4!               +*                     !!          .   .0  .          !
 1992.1!              *  +                    !!          . 0 .   .          !
 1992.2!              * +                     !!          . 0 .   .          !
 1992.3!              * +                     !!          . 0 .   .          !
 1992.4!            *   +                     !!          .0  .   .          !
 1993.1!            *   +                     !!          .0  .   .          !
 1993.2!             *  +                     !!          . 0 .   .          !
 1993.3!                *+                    !!          .  0.   .          !
 1993.4!                  +  *                !!          .   . 0 .          !
 1994.1!                *   +                 !!          .0  .   .          !
 1994.2!               *  +                   !!          . 0 .   .          !
 1994.3!                 +                    !!          .  0.   .          !
 1994.4!              *   +                   !!          .0  .   .          !
 1995.1!             *  +                     !!          .0  .   .          !
 1995.2!            *   +                     !!          . 0 .   .          !
 1995.3!     *          +                     !!      0   .   .   .          !
 1995.4!             +           *            !!          .   .   .    0     !
 1996.1!                    +  *              !!          .   . 0 .          !
 1996.2!                   +   *              !!          .   .  0.          !
 1996.3!                 * +                  !!          .  0.   .          !
 1996.4!                +*                    !!          .   .0  .          !
 1997.1!              *  +                    !!          . 0 .   .          !
 1997.2!             *  +                     !!          . 0 .   .          !
 1997.3!               *+                     !!          .  0.   .          !
 1997.4!            *   +                     !!          .0  .   .          !
 1998.1!                +   *                 !!          .   .  0.          !
 1998.2!              *    +                  !!          0   .   .          !
 1998.3!               * +                    !!          .  0.   .          !
 1998.4!                  +    *              !!          .   .   0          !
 1999.1!                  *  +                !!          . 0 .   .          !
 1999.2!                 +*                   !!          .   .0  .          !
 1999.3!                +                     !!          .   0   .          !
 1999.4!                +   *                 !!          .   .  0.          !
 2000.1!                +  *                  !!          .   . 0 .          !
 2000.2!                *+                    !!          .  0.   .          !
 2000.3!               +   *                  !!          .   . 0 .          !
 2000.4!                +     *               !!          .   .   0          !
 2001.1!               *  +                   !!          . 0 .   .          !
 2001.2!            *  +                      !!          . 0 .   .          !
 2001.3!              +                       !!          .   0   .          !
 2001.4!              * +                     !!          . 0 .   .          !
 2002.1!                +   *                 !!          .   .  0.          !
 2002.2!               *  +                   !!          . 0 .   .          !
 2002.3!           *   +                      !!          0   .   .          !
 2002.4!             *+                       !!          .  0.   .          !
 2003.1!            * +                       !!          .  0.   .          !
 2003.2!               +*                     !!          .   0   .          !
 2003.3!                +*                    !!          .   .0  .          !
 2003.4!                +      *              !!          .   .   .0         !
 2004.1!                 *+                   !!          .  0.   .          !
 2004.2!               +*                     !!          .   0   .          !
 2004.3!              +  *                    !!          .   . 0 .          !
 2004.4!            * +                       !!          . 0 .   .          !
 2005.1!     *      +                         !!         0.   .   .          !
 2005.2!         +  *                         !!          .   . 0 .          !
 2005.3!  *       +                           !!        0 .   .   .          !
 2005.4!   *   +                              !!          .0  .   .          !
 2006.1!      +                               !!          .   0   .          !
 2006.2!    * +                               !!          . 0 .   .          !
 2006.3!      +                               !!          .   0   .          !
 2006.4!       + *                            !!          .   .0  .          !
 2007.1!        +                             !!          .   0   .          !
 2007.2!       +   *                          !!          .   . 0 .          !
 2007.3!  *     +                             !!          0   .   .          !
 2007.4!   +     *                            !!          .   .   .0         !
 2008.1! *   +                                !!          .0  .   .          !
 2008.2!+              *                      !!          .   .   .      0   !
 2008.3! *   +                                !!          .0  .   .          !
 2008.4!     +*                               !!          .   .0  .          !
 2009.1!        +        *                    !!          .   .   .  0       !
 2009.2!             +  *                     !!          .   . 0 .          !
 2009.3!            +*                        !!          .   .0  .          !
 2009.4!          +  *                        !!          .   . 0 .          !
 2010.1!          +  *                        !!          .   . 0 .          !
 2010.2!          +    *                      !!          .   .  0.          !
 2010.3!      *   +                           !!          .0  .   .          !
 2010.4! *     +                              !!          0   .   .          !
 2011.1! * +                                  !!          . 0 .   .          !
 2011.2!   + *                                !!          .   .0  .          !
 2011.3!     +                                !!          .   0   .          !
 2011.4! *  +                                 !!          . 0 .   .          !
 2012.1*  +                                   !!          . 0 .   .          !
 2012.2!   + *                                !!          .   . 0 .          !
 2012.3!   *+                                 !!          .  0.   .          !
 2012.4!   *+                                 !!          .  0.   .          !


     23.29 percent of the residuals exceed 1 SE
      5.48 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSWUA=SWPX$Q/UAPMM;                                                     
 GENR LAASWUA=LOG(AASWUA+.00001);                                             
 GENR LASWUA=LOG(ASWUA+.00001);                                               
 LHS AASWUA=EXP(LAASWUA)-.00001;                                              
  EQ 3267 LAASWUA C LASWUA(-1) PSWUA;                                         
EQUATION 1671  LAASWUA  
   RHS     C  LASWUA(-1)  PSWUA  
 SMPL 1973.2 2012.4;                                                          
Sample period is now  1973.2 to  2012.4 Internally:    86 to   244
 OLS;EST 1671 PLOT=0;END;                                                     

Equation number = 1671
**********************

Dependent variable = LAASWUA 

 1973.2 -   2012.4,    0 missing obs.,  159 obs. used.

Mean of dependent variable       -5.056944551

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.382033337       0.313889250  -4.40293     1.000000
15422 LASWUA  ( -1)       0.725696173       0.055648199  13.04078    -5.055405
15420 PSWUA   (  0)      -0.005423255       0.125925461  -0.04307     1.147508

SE of equation            =     0.243176020
Sum of squared residuals  =  9.22499397       0.431699121E-10
Average absolute error    =     0.178547780
Sum of ABS residuals      =  28.3890971    
R squared                 =   0.52174
Durbin-Watson statistic   =   2.32740
SMPL and No. Obs.         = 1973.2   2012.4    159

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.2!        *   +                         !!           .0 .  .           !
 1973.3!         *+                           !!           . 0.  .           !
 1973.4!          +     *                     !!           .  .  0           !
 1974.1!    *          +                      !!      0    .  .  .           !
 1974.2!       +     *                        !!           .  .  .0          !
 1974.3!              +    *                  !!           .  .  0           !
 1974.4!               *  +                   !!           .0 .  .           !
 1975.1!               +*                     !!           .  .0 .           !
 1975.2!                +                     !!           .  0  .           !
 1975.3!                +   *                 !!           .  . 0.           !
 1975.4!                  +     *             !!           .  .  .0          !
 1976.1!                      +     *         !!           .  .  . 0         !
 1976.2!                         +      *     !!           .  .  . 0         !
 1976.3!                          * +         !!           . 0.  .           !
 1976.4!              *        +              !!       0   .  .  .           !
 1977.1!              +   *                   !!           .  . 0.           !
 1977.2!             *   +                    !!           .0 .  .           !
 1977.3!              +*                      !!           .  .0 .           !
 1977.4!               + *                    !!           .  .0 .           !
 1978.1!               * +                    !!           . 0.  .           !
 1978.2!               +   *                  !!           .  . 0.           !
 1978.3!                  + *                 !!           .  . 0.           !
 1978.4!                *  +                  !!           .0 .  .           !
 1979.1!                +       *             !!           .  .  . 0         !
 1979.2!                      +  *            !!           .  . 0.           !
 1979.3!                  *   +               !!           0  .  .           !
 1979.4!                 +  *                 !!           .  . 0.           !
 1980.1!                   + *                !!           .  . 0.           !
 1980.2!                    +      *          !!           .  .  . 0         !
 1980.3!                        + *           !!           .  . 0.           !
 1980.4!                 *     +              !!         0 .  .  .           !
 1981.1!                +     *               !!           .  .  .0          !
 1981.2!                    +    *            !!           .  .  .0          !
 1981.3!                       +*             !!           .  .0 .           !
 1981.4!                      +*              !!           .  .0 .           !
 1982.1!                     +  *             !!           .  . 0.           !
 1982.2!                      +    *          !!           .  .  .0          !
 1982.3!                   *    +             !!          0.  .  .           !
 1982.4!                  + *                 !!           .  . 0.           !
 1983.1!                   +        *         !!           .  .  .  0        !
 1983.2!                         +   *        !!           .  .  0           !
 1983.3!                 *       +            !!         0 .  .  .           !
 1983.4!                 +                *   !!           .  .  .        0  !
 1984.1!                         *   +        !!           0  .  .           !
 1984.2!               *      +               !!         0 .  .  .           !
 1984.3!               + *                    !!           .  .0 .           !
 1984.4!              * +                     !!           .0 .  .           !
 1985.1!              +*                      !!           .  0  .           !
 1985.2!               + *                    !!           .  .0 .           !
 1985.3!                 + *                  !!           .  . 0.           !
 1985.4!                  +        *          !!           .  .  .  0        !
 1986.1!                      * +             !!           . 0.  .           !
 1986.2!                *   +                 !!           0  .  .           !
 1986.3!                +                     *!           .  .  .           0
 1986.4!             *                  +     !! 0         .  .  .           !
 1987.1!              +  *                    !!           .  . 0.           !
 1987.2!                *+                    !!           .  0  .           !
 1987.3!          *     +                     !!          0.  .  .           !
 1987.4!           + *                        !!           .  .0 .           !
 1988.1!              +          *            !!           .  .  .    0      !
 1988.2!                      +           *   !!           .  .  .    0      !
 1988.3!                         *   +        !!           .0 .  .           !
 1988.4!                       +       *      !!           .  .  .  0        !
 1989.1!                     *     +          !!          0.  .  .           !
 1989.2!               *   +                  !!           0  .  .           !
 1989.3!             * +                      !!           . 0.  .           !
 1989.4!              + *                     !!           .  .0 .           !
 1990.1!                +                     !!           .  0  .           !
 1990.2!          *     +                     !!          0.  .  .           !
 1990.3!           *+                         !!           . 0.  .           !
 1990.4!            +*                        !!           .  .0 .           !
 1991.1!            * +                       !!           .0 .  .           !
 1991.2!             +                        !!           .  0  .           !
 1991.3!           *  +                       !!           . 0.  .           !
 1991.4!             +  *                     !!           .  . 0.           !
 1992.1!               +   *                  !!           .  . 0.           !
 1992.2!           *      +                   !!         0 .  .  .           !
 1992.3!            +*                        !!           .  .0 .           !
 1992.4!        *     +                       !!          0.  .  .           !
 1993.1!     *    +                           !!           0  .  .           !
 1993.2!        +      *                      !!           .  .  . 0         !
 1993.3!              *+                      !!           . 0.  .           !
 1993.4!              +  *                    !!           .  . 0.           !
 1994.1!             *  +                     !!           .0 .  .           !
 1994.2!              + *                     !!           .  .0 .           !
 1994.3!          *     +                     !!          0.  .  .           !
 1994.4!           +                          !!           . 0.  .           !
 1995.1!           *+                         !!           . 0.  .           !
 1995.2!           *+                         !!           . 0.  .           !
 1995.3!          * +                         !!           .0 .  .           !
 1995.4!          *+                          !!           . 0.  .           !
 1996.1!           +   *                      !!           .  . 0.           !
 1996.2!              *+                      !!           .  0  .           !
 1996.3!             *+                       !!           . 0.  .           !
 1996.4!              +                       !!           .  0  .           !
 1997.1!               + *                    !!           .  .0 .           !
 1997.2!                +*                    !!           .  0  .           !
 1997.3!               *+                     !!           . 0.  .           !
 1997.4!               +                      !!           .  0  .           !
 1998.1!               +      *               !!           .  .  . 0         !
 1998.2!                     + *              !!           .  . 0.           !
 1998.3!                     +*               !!           .  .0 .           !
 1998.4!                    +  *              !!           .  . 0.           !
 1999.1!                   * +                !!           . 0.  .           !
 1999.2!             *    +                   !!          0.  .  .           !
 1999.3!           * +                        !!           . 0.  .           !
 1999.4!            +        *                !!           .  .  .  0        !
 2000.1!                   *+                 !!           . 0.  .           !
 2000.2!                  + *                 !!           .  . 0.           !
 2000.3!                   +                  !!           .  0  .           !
 2000.4!                  + *                 !!           .  .0 .           !
 2001.1!                   +*                 !!           .  .0 .           !
 2001.2!                   +*                 !!           .  .0 .           !
 2001.3!                   +                  !!           .  0  .           !
 2001.4!                  +*                  !!           .  .0 .           !
 2002.1!                  +   *               !!           .  .  0           !
 2002.2!                    + *               !!           .  .0 .           !
 2002.3!                  * +                 !!           . 0.  .           !
 2002.4!                  +  *                !!           .  . 0.           !
 2003.1!            *      +                  !!         0 .  .  .           !
 2003.2!           * +                        !!           .0 .  .           !
 2003.3!          * +                         !!           . 0.  .           !
 2003.4!          *+                          !!           . 0.  .           !
 2004.1!           +    *                     !!           .  .  0           !
 2004.2!               *+                     !!           .  0  .           !
 2004.3!             * +                      !!           . 0.  .           !
 2004.4!             *+                       !!           . 0.  .           !
 2005.1!          *   +                       !!           0  .  .           !
 2005.2!         * +                          !!           .0 .  .           !
 2005.3!         * +                          !!           . 0.  .           !
 2005.4!           +                          !!           .  0  .           !
 2006.1!            +    *                    !!           .  .  0           !
 2006.2!              * +                     !!           .0 .  .           !
 2006.3!          *   +                       !!           0  .  .           !
 2006.4!            + *                       !!           .  . 0.           !
 2007.1!       *      +                       !!         0 .  .  .           !
 2007.2!         +  *                         !!           .  . 0.           !
 2007.3!            *+                        !!           . 0.  .           !
 2007.4!             +                        !!           .  0  .           !
 2008.1!             +  *                     !!           .  .0 .           !
 2008.2!      *         +                     !!        0  .  .  .           !
 2008.3!         +                            !!           .  0  .           !
 2008.4!       *   +                          !!           0  .  .           !
 2009.1*         +                            !!       0   .  .  .           !
 2009.2!    +                                 !!           .  .0 .           !
 2009.3!     * +                              !!           .0 .  .           !
 2009.4!    *   +                             !!           0  .  .           !
 2010.1!  *    +                              !!           0  .  .           !
 2010.2! *    +                               !!           0  .  .           !
 2010.3!   * +                                !!           . 0.  .           !
 2010.4! *     +                              !!          0.  .  .           !
 2011.1! *   +                                !!           .0 .  .           !
 2011.2!   * +                                !!           .0 .  .           !
 2011.3!      +*                              !!           .  .0 .           !
 2011.4!     *    +                           !!           0  .  .           !
 2012.1!*       +                             !!         0 .  .  .           !
 2012.2!  *  +                                !!           .0 .  .           !
 2012.3!     +*                               !!           .  .0 .           !
 2012.4!     *   +                            !!           .0 .  .           !


     24.53 percent of the residuals exceed 1 SE
      4.40 percent of the residuals exceed 2 SE
@EQ  3268 LAAGRUA C LAGRUA(-1) PGRUA;SMPL 1975.4 2012.4;OLS;EST 3268 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIRUA=IRPX$Q/UAPMM;                                                     
 GENR LAAIRUA=LOG(AAIRUA+.00001);                                             
 GENR LAIRUA=LOG(AIRUA+.00001);                                               
 LHS AAIRUA=EXP(LAAIRUA)-.00001;                                              
  EQ 3269 LAAIRUA C LAIRUA(-1) PIRUA;                                         
EQUATION 1672  LAAIRUA  
   RHS     C  LAIRUA(-1)  PIRUA  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST 1672 PLOT=0;END;                                                     

Equation number = 1672
**********************

Dependent variable = LAAIRUA 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -6.210622612

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.231367939       0.348111795  -3.53728     1.000000
15425 LAIRUA  ( -1)       0.788005080       0.046944421  16.78592    -6.221510
15423 PIRUA   (  0)      -0.064912780       0.203715417  -0.31864     1.181175

SE of equation            =     0.416348782
Sum of squared residuals  =  27.5620630       0.101509912E-10
Average absolute error    =     0.294393624
Sum of ABS residuals      =  47.6917671    
R squared                 =   0.64705
Durbin-Watson statistic   =   2.52400
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3! *            +                       !!0         .   .   .          !
 1972.4!      +    *                          !!          .   .   .0         !
 1973.1*              +                       !0          .   .   .          !
 1973.2!     +        *                       !!          .   .   .    0     !
 1973.3!      *         +                     !!    0     .   .   .          !
 1973.4!       *  +                           !!          0   .   .          !
 1974.1!           +      *                   !!          .   .   .  0       !
 1974.2!             *     +                  !!        0 .   .   .          !
 1974.3!               *+                     !!          .  0.   .          !
 1974.4!                 +    *               !!          .   .   .0         !
 1975.1!                 *     +              !!        0 .   .   .          !
 1975.2!           *       +                  !!      0   .   .   .          !
 1975.3!             *+                       !!          .  0.   .          !
 1975.4!                +*                    !!          .   .0  .          !
 1976.1!               *   +                  !!          0   .   .          !
 1976.2!                  +    *              !!          .   .   .0         !
 1976.3!                       +       *      !!          .   .   .   0      !
 1976.4!                          *   +       !!          0   .   .          !
 1977.1!                          +*          !!          .   . 0 .          !
 1977.2!                          *+          !!          .  0.   .          !
 1977.3!                     *    +           !!         0.   .   .          !
 1977.4!                      +               !!          .  0.   .          !
 1978.1!                    *  +              !!          . 0 .   .          !
 1978.2!                   *  +               !!          .0  .   .          !
 1978.3!               *    +                 !!         0.   .   .          !
 1978.4!                  +                   !!          .   .0  .          !
 1979.1!                  * +                 !!          .  0.   .          !
 1979.2!                    +     *           !!          .   .   . 0        !
 1979.3!                 *        +           !!     0    .   .   .          !
 1979.4!               *   +                  !!          0   .   .          !
 1980.1!                  +*                  !!          .   .0  .          !
 1980.2!                    +     *           !!          .   .   .0         !
 1980.3!                          +     *     !!          .   .   . 0        !
 1980.4!                       *       +      !!       0  .   .   .          !
 1981.1!                     *  +             !!          .0  .   .          !
 1981.2!                      +     *         !!          .   .   . 0        !
 1981.3!                        *   +         !!          0   .   .          !
 1981.4!                        +*            !!          .   .0  .          !
 1982.1!                         +  *         !!          .   . 0 .          !
 1982.2!                       *   +          !!          0   .   .          !
 1982.3!                        +   *         !!          .   .   0          !
 1982.4!                           *+         !!          .  0.   .          !
 1983.1!                        *  +          !!          . 0 .   .          !
 1983.2!                        *+            !!          .  0.   .          !
 1983.3!                       *+             !!          .  0.   .          !
 1983.4!                        +     *       !!          .   .   . 0        !
 1984.1!                             +        !!          .   0   .          !
 1984.2!                      *      +        !!       0  .   .   .          !
 1984.3!                       +              !!          .   .0  .          !
 1984.4!                        +  *          !!          .   .  0.          !
 1985.1!                        *  +          !!          . 0 .   .          !
 1985.2!                         + *          !!          .   . 0 .          !
 1985.3!                         * +          !!          . 0 .   .          !
 1985.4!                        *+            !!          .  0.   .          !
 1986.1!                        +   *         !!          .   .   0          !
 1986.2!                           +*         !!          .   .0  .          !
 1986.3!                          * +         !!          .  0.   .          !
 1986.4!                          +*          !!          .   0   .          !
 1987.1!                         *+           !!          . 0 .   .          !
 1987.2!                         + *          !!          .   . 0 .          !
 1987.3!                           +*         !!          .   .0  .          !
 1987.4!                        *   +         !!          .0  .   .          !
 1988.1!                         +*           !!          .   .0  .          !
 1988.2!                          + *         !!          .   . 0 .          !
 1988.3!                          *+          !!          . 0 .   .          !
 1988.4!                        * +           !!          .  0.   .          !
 1989.1!                         + *          !!          .   .  0.          !
 1989.2!                           +          !!          .   0   .          !
 1989.3!                          *+          !!          .  0.   .          !
 1989.4!                         *+           !!          .   0   .          !
 1990.1!                         +            !!          .  0.   .          !
 1990.2!                        *+            !!          .   0   .          !
 1990.3!                         + *          !!          .   . 0 .          !
 1990.4!                        *  +          !!          .0  .   .          !
 1991.1!                        +   *         !!          .   .  0.          !
 1991.2!                           +*         !!          .   0   .          !
 1991.3!                          *+          !!          . 0 .   .          !
 1991.4!                       *  +           !!          .0  .   .          !
 1992.1!                       + *            !!          .   . 0 .          !
 1992.2!                         +*           !!          .   .0  .          !
 1992.3!                          +           !!          .   0   .          !
 1992.4!                       *  +           !!          .0  .   .          !
 1993.1!                       + *            !!          .   .0  .          !
 1993.2!                         +*           !!          .   .0  .          !
 1993.3!                          +       *   !!          .   .   .  0       !
 1993.4!                         *      +     !!       0  .   .   .          !
 1994.1!                         +  *         !!          .   .  0.          !
 1994.2!                          * +         !!          .  0.   .          !
 1994.3!                          +   *       !!          .   .   0          !
 1994.4!                           * +        !!          . 0 .   .          !
 1995.1!                           +          !!          .   0   .          !
 1995.2!                           +*         !!          .   .0  .          !
 1995.3!                           +  *       !!          .   . 0 .          !
 1995.4!                             +*       !!          .   .0  .          !
 1996.1!                             +  *     !!          .   .  0.          !
 1996.2!                            * +       !!          .0  .   .          !
 1996.3!                           +          !!          .   0   .          !
 1996.4!                           + *        !!          .   . 0 .          !
 1997.1!                          * +         !!          .0  .   .          !
 1997.2!                          +    *      !!          .   .   . 0        !
 1997.3!                              + *     !!          .   . 0 .          !
 1997.4!                              +*      !!          .   0   .          !
 1998.1!                            * +       !!          .  0.   .          !
 1998.2!                            +*        !!          .   .0  .          !
 1998.3!                            + *       !!          .   . 0 .          !
 1998.4!                             +*       !!          .   .0  .          !
 1999.1!                             +*       !!          .   .0  .          !
 1999.2!                             + *      !!          .   . 0 .          !
 1999.3!                              +   *   !!          .   .   0          !
 1999.4!                                +*    !!          .   .0  .          !
 2000.1!                               +    * !!          .   .   .0         !
 2000.2!                                  +   !!          .   0   .          !
 2000.3!                                 +*   !!          .   . 0 .          !
 2000.4!                                 +    *!          .   .   .0         !
 2001.1!                                   *+ !!          .  0.   .          !
 2001.2!                                 +    !!          .   0   .          !
 2001.3!                              *+      !!          . 0 .   .          !
 2001.4!                             +    *   !!          .   .   .0         !
 2002.1!                                +     !!          .   0   .          !
 2002.2!                               +      !!          .   0   .          !
 2002.3!                              + *     !!          .   . 0 .          !
 2002.4!                               +      !!          .   0   .          !
 2003.1!                              +       !!          .   0   .          !
 2003.2!                           * +        !!          . 0 .   .          !
 2003.3!                           +          !!          .   0   .          !
 2003.4!                        * +           !!          . 0 .   .          !
 2004.1!                         +    *       !!          .   .   . 0        !
 2004.2!                              +       !!          .   0   .          !
 2004.3!                             +        !!          .   0   .          !
 2004.4!                       *     +        !!         0.   .   .          !
 2005.1!                        + *           !!          .   . 0 .          !
 2005.2!                         *+           !!          .  0.   .          !
 2005.3!                         +*           !!          .   .0  .          !
 2005.4!                          +*          !!          .   .0  .          !
 2006.1!                          *+          !!          .  0.   .          !
 2006.2!                          +*          !!          .   .0  .          !
 2006.3!                           + *        !!          .   . 0 .          !
 2006.4!                            +  *      !!          .   . 0 .          !
 2007.1!                              +*      !!          .   .0  .          !
 2007.2!                              +       !!          .   0   .          !
 2007.3!                             +*       !!          .   .0  .          !
 2007.4!                             +        !!          .   0   .          !
 2008.1!                             +  *     !!          .   .  0.          !
 2008.2!                              *+      !!          .  0.   .          !
 2008.3!                             +        !!          .  0.   .          !
 2008.4!                            +         !!          .  0.   .          !
 2009.1!                           +  *       !!          .   .  0.          !
 2009.2!                             +        !!          .  0.   .          !
 2009.3!                            +   *     !!          .   .   0          !
 2009.4!                            *  +      !!          .0  .   .          !
 2010.1!                            +         !!          .   0   .          !
 2010.2!                            +         !!          .   0   .          !
 2010.3!                            +*        !!          .   .0  .          !
 2010.4!                       *    +         !!         0.   .   .          !
 2011.1!                        + *           !!          .   . 0 .          !
 2011.2!                         *+           !!          .  0.   .          !
 2011.3!                          +           !!          .   0   .          !
 2011.4!                          +           !!          .   0   .          !
 2012.1!                           + *        !!          .   .  0.          !
 2012.2!                          *  +        !!          .0  .   .          !
 2012.3!                          +           !!          .  0.   .          !
 2012.4!                          +*          !!          .   .0  .          !


     24.69 percent of the residuals exceed 1 SE
      4.32 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPOUA=POPX$Q/UAPMM;                                                     
 GENR LAAPOUA=LOG(AAPOUA+.00001);                                             
 GENR LAPOUA=LOG(APOUA+.00001);                                               
 LHS AAPOUA=EXP(LAAPOUA)-.00001;                                              
  EQ 3270 LAAPOUA C LAPOUA(-1) PPOUA;                                         
EQUATION 1673  LAAPOUA  
   RHS     C  LAPOUA(-1)  PPOUA  
 SMPL 1984.3 2012.4;                                                          
Sample period is now  1984.3 to  2012.4 Internally:   131 to   244
 OLS;EST 1673 PLOT=0;END;                                                     

Equation number = 1673
**********************

Dependent variable = LAAPOUA 

 1984.3 -   2012.4,    0 missing obs.,  114 obs. used.

Mean of dependent variable       -7.549328762

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.825180140       0.565390820  -4.99686     1.000000
15428 LAPOUA  ( -1)       0.556626876       0.078606515   7.08118    -7.557064
15426 PPOUA   (  0)      -0.434683874       0.274447708  -1.58385     1.190943

SE of equation            =     0.393046802
Sum of squared residuals  =  17.1479225      -0.938005229E-11
Average absolute error    =     0.282968525
Sum of ABS residuals      =  32.2584119    
R squared                 =   0.38713
Durbin-Watson statistic   =   2.24232
SMPL and No. Obs.         = 1984.3   2012.4    114

Plot of actual(*) and fitted(+) values and residuals(0)


 1984.3!       *       +                      !!        0  .  .  .           !
 1984.4*            +                         !!   0       .  .  .           !
 1985.1!       *+                             !!           . 0.  .           !
 1985.2!        *   +                         !!           0  .  .           !
 1985.3!      *      +                        !!        0  .  .  .           !
 1985.4!            +   *                     !!           .  .  0           !
 1986.1!                  +  *                !!           .  . 0.           !
 1986.2!               *    +                 !!          0.  .  .           !
 1986.3!                 +  *                 !!           .  .  0           !
 1986.4!              *     +                 !!         0 .  .  .           !
 1987.1!                + *                   !!           .  . 0.           !
 1987.2!            *      +                  !!        0  .  .  .           !
 1987.3!                +*                    !!           .  .0 .           !
 1987.4!             *     +                  !!         0 .  .  .           !
 1988.1!             *   +                    !!           0  .  .           !
 1988.2!              *  +                    !!           .0 .  .           !
 1988.3!                 + *                  !!           .  . 0.           !
 1988.4!             *      +                 !!         0 .  .  .           !
 1989.1!                +*                    !!           .  .0 .           !
 1989.2!                  +   *               !!           .  .  0           !
 1989.3!                 *   +                !!           0  .  .           !
 1989.4!               *   +                  !!           0  .  .           !
 1990.1!                 +  *                 !!           .  . 0.           !
 1990.2!                 *  +                 !!           .0 .  .           !
 1990.3!                  + *                 !!           .  .0 .           !
 1990.4!                  *  +                !!           .0 .  .           !
 1991.1!               *   +                  !!           0  .  .           !
 1991.2!                 +   *                !!           .  .  0           !
 1991.3!                    +                 *!           .  .  .           0
 1991.4!                      *       +       !!       0   .  .  .           !
 1992.1!                     +*               !!           .  0  .           !
 1992.2!                    *+                !!           . 0.  .           !
 1992.3!                    + *               !!           .  .0 .           !
 1992.4!                 *   +                !!          0.  .  .           !
 1993.1!                  +      *            !!           .  .  . 0         !
 1993.2!                       +*             !!           .  .0 .           !
 1993.3!                      +     *         !!           .  .  . 0         !
 1993.4!                      * +             !!           .0 .  .           !
 1994.1!                    *+                !!           . 0.  .           !
 1994.2!                    + *               !!           .  . 0.           !
 1994.3!                     +     *          !!           .  .  . 0         !
 1994.4!                       + *            !!           .  .0 .           !
 1995.1!                  *   +               !!          0.  .  .           !
 1995.2!                   +  *               !!           .  .  0           !
 1995.3!                     +                !!           .  0  .           !
 1995.4!                    +                 !!           .  0  .           !
 1996.1!                    +        *        !!           .  .  .    0      !
 1996.2!                        +*            !!           .  .0 .           !
 1996.3!                      *+              !!           . 0.  .           !
 1996.4!                    *+                !!           . 0.  .           !
 1997.1!                   *+                 !!           . 0.  .           !
 1997.2!                   +    *             !!           .  .  . 0         !
 1997.3!                    * +               !!           . 0.  .           !
 1997.4!                  *+                  !!           . 0.  .           !
 1998.1!                  + *                 !!           .  . 0.           !
 1998.2!                   +                  !!           . 0.  .           !
 1998.3!                  +*                  !!           .  0  .           !
 1998.4!                  +                   !!           .  0  .           !
 1999.1!                  +  *                !!           .  . 0.           !
 1999.2!                   +*                 !!           .  .0 .           !
 1999.3!                   +   *              !!           .  .  .0          !
 1999.4!                *    +                !!          0.  .  .           !
 2000.1!                  +*                  !!           .  .0 .           !
 2000.2!                   +   *              !!           .  .  0           !
 2000.3!                    * +               !!           .0 .  .           !
 2000.4!                    + *               !!           .  . 0.           !
 2001.1!                 *   +                !!          0.  .  .           !
 2001.2!                  +*                  !!           .  .0 .           !
 2001.3!                  *+                  !!           . 0.  .           !
 2001.4!                   +  *               !!           .  . 0.           !
 2002.1!               *     +                !!         0 .  .  .           !
 2002.2!                 +                    !!           .  0  .           !
 2002.3!                   +*                 !!           .  .0 .           !
 2002.4!                    +     *           !!           .  .  . 0         !
 2003.1!                       +              !!           . 0.  .           !
 2003.2!                      +               !!           .  0  .           !
 2003.3!                    *+                !!           .0 .  .           !
 2003.4!                   *+                 !!           . 0.  .           !
 2004.1!                    + *               !!           .  .0 .           !
 2004.2!                      + *             !!           .  . 0.           !
 2004.3!                       +  *           !!           .  .  0           !
 2004.4!                      * +             !!           .0 .  .           !
 2005.1!                      +  *            !!           .  .  0           !
 2005.2!                       *+             !!           . 0.  .           !
 2005.3!                      +   *           !!           .  .  0           !
 2005.4!                        +    *        !!           .  .  .0          !
 2006.1!                     *    +           !!          0.  .  .           !
 2006.2!                     +   *            !!           .  .  0           !
 2006.3!                        +             !!           .  .0 .           !
 2006.4!                      *+              !!           . 0.  .           !
 2007.1!                      +               !!           .  0  .           !
 2007.2!                      +               !!           .  0  .           !
 2007.3!                      +*              !!           .  0  .           !
 2007.4!                      *+              !!           .  0  .           !
 2008.1!                      +*              !!           .  .0 .           !
 2008.2!                      *+              !!           . 0.  .           !
 2008.3!                      +  *            !!           .  . 0.           !
 2008.4!                    *   +             !!           0  .  .           !
 2009.1!                     +                !!           .  0  .           !
 2009.2!                      +*              !!           .  . 0.           !
 2009.3!                       +*             !!           .  .0 .           !
 2009.4!                       + *            !!           .  .0 .           !
 2010.1!                        + *           !!           .  . 0.           !
 2010.2!                      * +             !!           .0 .  .           !
 2010.3!                      +*              !!           .  .0 .           !
 2010.4!                       +              !!           .  0  .           !
 2011.1!                       +              !!           .  0  .           !
 2011.2!                       +*             !!           .  .0 .           !
 2011.3!                        +*            !!           .  .0 .           !
 2011.4!                        +             !!           .  0  .           !
 2012.1!                   *   +              !!           0  .  .           !
 2012.2!                     +*               !!           .  .0 .           !
 2012.3!                      +    *          !!           .  .  .0          !
 2012.4!                    *    +            !!          0.  .  .           !


     27.19 percent of the residuals exceed 1 SE
      3.51 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSPUA=SPPX$Q/UAPMM;                                                     
 GENR LAASPUA=LOG(AASPUA+.00001);                                             
 GENR LASPUA=LOG(ASPUA+.00001);                                               
 LHS AASPUA=EXP(LAASPUA)-.00001;                                              
  EQ 3271 LAASPUA C LASPUA(-1) PSPUA;                                         
EQUATION 1674  LAASPUA  
   RHS     C  LASPUA(-1)  PSPUA  
 SMPL 1977.3 2012.4;                                                          
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
 OLS;EST 1674 PLOT=0;END;                                                     

Equation number = 1674
**********************

Dependent variable = LAASPUA 

 1977.3 -   2012.4,    0 missing obs.,  142 obs. used.

Mean of dependent variable       -4.712530988

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.697506144       0.297558264  -5.70479     1.000000
15431 LASPUA  ( -1)       0.533228037       0.068704902   7.76114    -4.711781
15429 PSPUA   (  0)      -0.460756071       0.131286372  -3.50955     1.090753

SE of equation            =     0.181618429
Sum of squared residuals  =  4.58495026       0.979061276E-10
Average absolute error    =     0.135023249
Sum of ABS residuals      =  19.1733013    
R squared                 =   0.44653
Durbin-Watson statistic   =   2.10036
SMPL and No. Obs.         = 1977.3   2012.4    142

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.3!           *        +                 !!     0    .   .   .          !
 1977.4!          *  +                        !!          .0  .   .          !
 1978.1!            * +                       !!          . 0 .   .          !
 1978.2!          *    +                      !!         0.   .   .          !
 1978.3!     *        +                       !!      0   .   .   .          !
 1978.4!        * +                           !!          . 0 .   .          !
 1979.1!       *    +                         !!         0.   .   .          !
 1979.2!*          +                          !!    0     .   .   .          !
 1979.3!       +           *                  !!          .   .   .      0   !
 1979.4!                 *+                   !!          .  0.   .          !
 1980.1!  *              +                    !! 0        .   .   .          !
 1980.2*          +                           !!    0     .   .   .          !
 1980.3!        +    *                        !!          .   .   .0         !
 1980.4!         *      +                     !!        0 .   .   .          !
 1981.1!             + *                      !!          .   .0  .          !
 1981.2!                 *+                   !!          .   0   .          !
 1981.3!                   +     *            !!          .   .   . 0        !
 1981.4!                *      +              !!        0 .   .   .          !
 1982.1!                 *+                   !!          .  0.   .          !
 1982.2!                  +                   !!          .  0.   .          !
 1982.3!                   +      *           !!          .   .   . 0        !
 1982.4!                  *    +              !!         0.   .   .          !
 1983.1!                    +                 !!          .   .0  .          !
 1983.2!             *       +                !!       0  .   .   .          !
 1983.3!          *       +                   !!      0   .   .   .          !
 1983.4!                + *                   !!          .   . 0 .          !
 1984.1!                    +  *              !!          .   . 0 .          !
 1984.2!                      +     *         !!          .   .   .0         !
 1984.3!                         +            !!          .   0   .          !
 1984.4!                       +  *           !!          .   . 0 .          !
 1985.1!                      * +             !!          . 0 .   .          !
 1985.2!                     +          *     !!          .   .   .     0    !
 1985.3!                   *      +           !!        0 .   .   .          !
 1985.4!                    +         *       !!          .   .   .    0     !
 1986.1!                      *  +            !!          .0  .   .          !
 1986.2!               *    +                 !!         0.   .   .          !
 1986.3!             *  +                     !!          .0  .   .          !
 1986.4!              +           *           !!          .   .   .     0    !
 1987.1!                      +               *!          .   .   .          0
 1987.2!                         *  +         !!          .0  .   .          !
 1987.3!                     +*               !!          .   .0  .          !
 1987.4!                  *+                  !!          .  0.   .          !
 1988.1!                 +   *                !!          .   .  0.          !
 1988.2!                  + *                 !!          .   .0  .          !
 1988.3!                * +                   !!          . 0 .   .          !
 1988.4!              *+                      !!          .  0.   .          !
 1989.1!              + *                     !!          .   . 0 .          !
 1989.2!             * +                      !!          . 0 .   .          !
 1989.3!             +   *                    !!          .   .  0.          !
 1989.4!            *  +                      !!          .0  .   .          !
 1990.1!            +    *                    !!          .   .   0          !
 1990.2!           *  +                       !!          .0  .   .          !
 1990.3!          +                           !!          .   0   .          !
 1990.4!  *       +                           !!       0  .   .   .          !
 1991.1!       +         *                    !!          .   .   .    0     !
 1991.2!           *  +                       !!          . 0 .   .          !
 1991.3!        *  +                          !!          .0  .   .          !
 1991.4!         +   *                        !!          .   .   0          !
 1992.1!            +                         !!          .   0   .          !
 1992.2!       *   +                          !!          0   .   .          !
 1992.3!  *      +                            !!        0 .   .   .          !
 1992.4!       +  *                           !!          .   . 0 .          !
 1993.1!     *      +                         !!       0  .   .   .          !
 1993.2!          +                           !!          .   .0  .          !
 1993.3!              +*                      !!          .   .0  .          !
 1993.4!            *   +                     !!          .0  .   .          !
 1994.1!             * +                      !!          .  0.   .          !
 1994.2!           * +                        !!          . 0 .   .          !
 1994.3!           * +                        !!          . 0 .   .          !
 1994.4!           *+                         !!          .  0.   .          !
 1995.1!             +                        !!          .   0   .          !
 1995.2!           *+                         !!          .  0.   .          !
 1995.3!            +                         !!          .   0   .          !
 1995.4!         * +                          !!          . 0 .   .          !
 1996.1!          +  *                        !!          .   . 0 .          !
 1996.2!            +    *                    !!          .   .   0          !
 1996.3!             * +                      !!          . 0 .   .          !
 1996.4!            +    *                    !!          .   .   0          !
 1997.1!              * +                     !!          . 0 .   .          !
 1997.2!              +     *                 !!          .   .   . 0        !
 1997.3!                  + *                 !!          .   . 0 .          !
 1997.4!                 +     *              !!          .   .   . 0        !
 1998.1!                  +*                  !!          .   0   .          !
 1998.2!                + *                   !!          .   . 0 .          !
 1998.3!               +*                     !!          .   .0  .          !
 1998.4!              + *                     !!          .   . 0 .          !
 1999.1!          *   +                       !!          0   .   .          !
 1999.2!          +    *                      !!          .   .   .0         !
 1999.3!              +                       !!          .   0   .          !
 1999.4!              +  *                    !!          .   . 0 .          !
 2000.1!                 + *                  !!          .   .0  .          !
 2000.2!                    + *               !!          .   . 0 .          !
 2000.3!                     +*               !!          .   .0  .          !
 2000.4!                      +  *            !!          .   .  0.          !
 2001.1!                       +              !!          .   0   .          !
 2001.2!                      +               !!          .   0   .          !
 2001.3!                     +*               !!          .   0   .          !
 2001.4!                  *  +                !!          . 0 .   .          !
 2002.1!                   +*                 !!          .   .0  .          !
 2002.2!                    +      *          !!          .   .   . 0        !
 2002.3!                       +   *          !!          .   .  0.          !
 2002.4!                       +     *        !!          .   .   . 0        !
 2003.1!                        +    *        !!          .   .   0          !
 2003.2!                       +              !!          .   0   .          !
 2003.3!                     +*               !!          .   .0  .          !
 2003.4!                    +           *     !!          .   .   .      0   !
 2004.1!                   *     +            !!         0.   .   .          !
 2004.2!                 *+                   !!          .  0.   .          !
 2004.3!                 +  *                 !!          .   . 0 .          !
 2004.4!                * +                   !!          . 0 .   .          !
 2005.1!               *+                     !!          .  0.   .          !
 2005.2!            *   +                     !!          0   .   .          !
 2005.3!               + *                    !!          .   . 0 .          !
 2005.4!               *  +                   !!          . 0 .   .          !
 2006.1!                *+                    !!          .   0   .          !
 2006.2!                 +    *               !!          .   .   0          !
 2006.3!                  * +                 !!          .  0.   .          !
 2006.4!                  + *                 !!          .   . 0 .          !
 2007.1!                  +  *                !!          .   . 0 .          !
 2007.2!               *   +                  !!          0   .   .          !
 2007.3!                +                     !!          .   0   .          !
 2007.4!               *+                     !!          .  0.   .          !
 2008.1!               +      *               !!          .   .   . 0        !
 2008.2!                  *+                  !!          .  0.   .          !
 2008.3!              *  +                    !!          .0  .   .          !
 2008.4!                + *                   !!          .   . 0 .          !
 2009.1!                 + *                  !!          .   . 0 .          !
 2009.2!                 *+                   !!          .  0.   .          !
 2009.3!                +  *                  !!          .   . 0 .          !
 2009.4!              *   +                   !!          .0  .   .          !
 2010.1!             *  +                     !!          . 0 .   .          !
 2010.2!                + *                   !!          .   . 0 .          !
 2010.3!               *  +                   !!          .0  .   .          !
 2010.4!                *+                    !!          .  0.   .          !
 2011.1!             *   +                    !!          0   .   .          !
 2011.2!                +   *                 !!          .   .   0          !
 2011.3!                   +   *              !!          .   .  0.          !
 2011.4!                     +  *             !!          .   .  0.          !
 2012.1!                 *    +               !!          0   .   .          !
 2012.2!                 *+                   !!          .  0.   .          !
 2012.3!                  +  *                !!          .   .  0.          !
 2012.4!                   *+                 !!          . 0 .   .          !


     25.35 percent of the residuals exceed 1 SE
      7.04 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PNZUA=NZPX$Q/UAPMM;                                                     
 GENR LAANZUA=LOG(AANZUA+.00001);                                             
 GENR LANZUA=LOG(ANZUA+.00001);                                               
 LHS AANZUA=EXP(LAANZUA)-.00001;                                              
  EQ 3272 LAANZUA C LANZUA(-1) PNZUA;                                         
EQUATION 1675  LAANZUA  
   RHS     C  LANZUA(-1)  PNZUA  
 SMPL 1975.3 2012.4;                                                          
Sample period is now  1975.3 to  2012.4 Internally:    95 to   244
 OLS;EST 1675 PLOT=0;END;                                                     

Equation number = 1675
**********************

Dependent variable = LAANZUA 

 1975.3 -   2012.4,    0 missing obs.,  150 obs. used.

Mean of dependent variable       -6.316132923

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -2.842043006       0.468323659  -6.06854     1.000000
15434 LANZUA  ( -1)       0.462700947       0.066667904   6.94039    -6.327243
15432 PNZUA   (  0)      -0.538415189       0.252237590  -2.13456     1.014958

SE of equation            =     0.299987155
Sum of squared residuals  =  13.2288671       0.875566286E-11
Average absolute error    =     0.227425773
Sum of ABS residuals      =  34.1138660    
R squared                 =   0.27894
Durbin-Watson statistic   =   2.18663
SMPL and No. Obs.         = 1975.3   2012.4    150

Plot of actual(*) and fitted(+) values and residuals(0)


 1975.3!        +             *               !!          .   .   .   0      !
 1975.4!   *                   +              !!  0       .   .   .          !
 1976.1!              +                       !!          .   0   .          !
 1976.2*                   +                  !!  0       .   .   .          !
 1976.3!            +                         !!          .   0   .          !
 1976.4!                  +            *      !!          .   .   .   0      !
 1977.1! *                        +           !0          .   .   .          !
 1977.2!             +  *                     !!          .   .0  .          !
 1977.3!*                   +                 !!  0       .   .   .          !
 1977.4!            +      *                  !!          .   .   0          !
 1978.1!               *      +               !!          0   .   .          !
 1978.2!                *   +                 !!          . 0 .   .          !
 1978.3!                    +  *              !!          .   . 0 .          !
 1978.4!                   *   +              !!          .0  .   .          !
 1979.1!              *      +                !!          0   .   .          !
 1979.2!                  +                   !!          .   0   .          !
 1979.3!                     +   *            !!          .   . 0 .          !
 1979.4!                      * +             !!          .  0.   .          !
 1980.1!                       +  *           !!          .   . 0 .          !
 1980.2!                          +     *     !!          .   .   0          !
 1980.3!                           *+         !!          .  0.   .          !
 1980.4!                         +   *        !!          .   . 0 .          !
 1981.1!                         +*           !!          .   .0  .          !
 1981.2!                         +            *!          .   .   .   0      !
 1981.3!                          *   +       !!          .0  .   .          !
 1981.4!                        +     *       !!          .   .  0.          !
 1982.1!                         *+           !!          .  0.   .          !
 1982.2!                        +            *!!          .   .   .  0       !
 1982.3!                            *+        !!          .  0.   .          !
 1982.4!                       * +            !!          .  0.   .          !
 1983.1!                       +          *   !!          .   .   . 0        !
 1983.2!                            +*        !!          .   0   .          !
 1983.3!                          +    *      !!          .   . 0 .          !
 1983.4!                         * +          !!          .  0.   .          !
 1984.1!                        +      *      !!          .   .   0          !
 1984.2!                           +    *     !!          .   .  0.          !
 1984.3!                            +   *     !!          .   . 0 .          !
 1984.4!                           +*         !!          .   0   .          !
 1985.1!                         *+           !!          .  0.   .          !
 1985.2!                         +   *        !!          .   .  0.          !
 1985.3!                          + *         !!          .   .0  .          !
 1985.4!                          +  *        !!          .   . 0 .          !
 1986.1!                      *    +          !!          .0  .   .          !
 1986.2!                       +   *          !!          .   . 0 .          !
 1986.3!                          +  *        !!          .   . 0 .          !
 1986.4!                     *    +           !!          .0  .   .          !
 1987.1!                      +*              !!          .   .0  .          !
 1987.2!                       +           *  !!          .   .   .  0       !
 1987.3!                             +        !!          .   0   .          !
 1987.4!                     *    +           !!          .0  .   .          !
 1988.1!                      +        *      !!          .   .   .0         !
 1988.2!                         +      *     !!          .   .   0          !
 1988.3!                          +  *        !!          .   . 0 .          !
 1988.4!                        +*            !!          .   .0  .          !
 1989.1!                      +       *       !!          .   .   .0         !
 1989.2!                        +             !!          .   0   .          !
 1989.3!                    *+                !!          .  0.   .          !
 1989.4!             *      +                 !!          0   .   .          !
 1990.1!                 +       *            !!          .   .   .0         !
 1990.2!                      *+              !!          .  0.   .          !
 1990.3!                  *  +                !!          .  0.   .          !
 1990.4!                  *  +                !!          .  0.   .          !
 1991.1!                     +         *      !!          .   .   . 0        !
 1991.2!                   *     +            !!          0   .   .          !
 1991.3!                 *   +                !!          . 0 .   .          !
 1991.4!                   *+                 !!          .  0.   .          !
 1992.1!                  *  +                !!          . 0 .   .          !
 1992.2!                     +  *             !!          .   . 0 .          !
 1992.3!                      *+              !!          .  0.   .          !
 1992.4!              *        +              !!         0.   .   .          !
 1993.1!               *   +                  !!          . 0 .   .          !
 1993.2!              *    +                  !!          .0  .   .          !
 1993.3!        *         +                   !!        0 .   .   .          !
 1993.4!               *+                     !!          .   0   .          !
 1994.1!            *     +                   !!          .0  .   .          !
 1994.2!          *    +                      !!          .0  .   .          !
 1994.3!             * +                      !!          .  0.   .          !
 1994.4!      *         +                     !!         0.   .   .          !
 1995.1!   *         +                        !!        0 .   .   .          !
 1995.2!           +          *               !!          .   .   . 0        !
 1995.3!                    +          *      !!          .   .   . 0        !
 1995.4!              *        +              !!         0.   .   .          !
 1996.1!                +  *                  !!          .   . 0 .          !
 1996.2!                  +   *               !!          .   . 0 .          !
 1996.3!                   +    *             !!          .   .  0.          !
 1996.4!                     +   *            !!          .   .  0.          !
 1997.1!                *    +                !!          .0  .   .          !
 1997.2!                 +    *               !!          .   .  0.          !
 1997.3!                    +     *           !!          .   .   0          !
 1997.4!                      +      *        !!          .   .   0          !
 1998.1!                    *   +             !!          . 0 .   .          !
 1998.2!                    +*                !!          .   0   .          !
 1998.3!                     +                !!          .   0   .          !
 1998.4!                     +      *         !!          .   .   0          !
 1999.1!                     *  +             !!          . 0 .   .          !
 1999.2!                  +   *               !!          .   . 0 .          !
 1999.3!               *    +                 !!          .0  .   .          !
 1999.4!                  +    *              !!          .   .  0.          !
 2000.1!                      +      *        !!          .   .   0          !
 2000.2!                          +           !!          .   0   .          !
 2000.3!                         +      *     !!          .   .   0          !
 2000.4!                           +        * !!          .   .   . 0        !
 2001.1!                            *+        !!          .   0   .          !
 2001.2!                         + *          !!          .   .0  .          !
 2001.3!                         + *          !!          .   . 0 .          !
 2001.4!                     *   +            !!          . 0 .   .          !
 2002.1!                     +    *           !!          .   . 0 .          !
 2002.2!             *          +             !!        0 .   .   .          !
 2002.3!                   +*                 !!          .   .0  .          !
 2002.4!                      +               !!          .   0   .          !
 2003.1!              *       +               !!         0.   .   .          !
 2003.2!       *           +                  !!       0  .   .   .          !
 2003.3!            *  +                      !!          . 0 .   .          !
 2003.4!                *+                    !!          .  0.   .          !
 2004.1!             *     +                  !!          0   .   .          !
 2004.2!               * +                    !!          .  0.   .          !
 2004.3!               *   +                  !!          . 0 .   .          !
 2004.4!                  +   *               !!          .   . 0 .          !
 2005.1!                   * +                !!          .  0.   .          !
 2005.2!           *        +                 !!         0.   .   .          !
 2005.3!             *   +                    !!          . 0 .   .          !
 2005.4!              *  +                    !!          . 0 .   .          !
 2006.1!            *     +                   !!          0   .   .          !
 2006.2!                  +    *              !!          .   .  0.          !
 2006.3!             *         +              !!        0 .   .   .          !
 2006.4!                 +                    !!          .   0   .          !
 2007.1!                  *+                  !!          .  0.   .          !
 2007.2!                *   +                 !!          . 0 .   .          !
 2007.3!          *       +                   !!         0.   .   .          !
 2007.4!               +  *                   !!          .   . 0 .          !
 2008.1!             *    +                   !!          .0  .   .          !
 2008.2!            *   +                     !!          . 0 .   .          !
 2008.3!       *        +                     !!         0.   .   .          !
 2008.4!              +    *                  !!          .   .  0.          !
 2009.1!                     + *              !!          .   .0  .          !
 2009.2!                        +*            !!          .   .0  .          !
 2009.3!                      * +             !!          .  0.   .          !
 2009.4!                       +     *        !!          .   .   0          !
 2010.1!                         +            !!          .   0   .          !
 2010.2!                       + *            !!          .   .0  .          !
 2010.3!                      +*              !!          .   .0  .          !
 2010.4!                     +  *             !!          .   .0  .          !
 2011.1!                     +      *         !!          .   .   0          !
 2011.2!                        +  *          !!          .   . 0 .          !
 2011.3!                      + *             !!          .   .0  .          !
 2011.4!                     +       *        !!          .   .   0          !
 2012.1!                       +    *         !!          .   .  0.          !
 2012.2!                       +         *    !!          .   .   . 0        !
 2012.3!                      *   +           !!          . 0 .   .          !
 2012.4!                      +  *            !!          .   . 0 .          !


     26.00 percent of the residuals exceed 1 SE
      4.00 percent of the residuals exceed 2 SE
@@EQ 3273 LAASAUA C LASAUA(-1) PSAUA;SMPL 1970.3 2012.4;OLS;EST 3273 PLOT=0;EN
@@EQ 3274 LAAVEUA C LAVEUA(-1) PVEUA;SMPL 2013.1 2012.4;OLS;EST 3274 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCOUA=COPX$Q/UAPMM;                                                     
 GENR LAACOUA=LOG(AACOUA+.00001);                                             
 GENR LACOUA=LOG(ACOUA+.00001);                                               
 LHS AACOUA=EXP(LAACOUA)-.00001;                                              
  EQ 3275 LAACOUA C LACOUA(-1) PCOUA;                                         
EQUATION 1676  LAACOUA  
   RHS     C  LACOUA(-1)  PCOUA  
 SMPL 1989.2 2012.4;                                                          
Sample period is now  1989.2 to  2012.4 Internally:   150 to   244
 OLS;EST 1676 PLOT=0;END;                                                     

Equation number = 1676
**********************

Dependent variable = LAACOUA 

 1989.2 -   2012.4,    0 missing obs.,   95 obs. used.

Mean of dependent variable       -9.936710821

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.134657261       0.482090996  -2.35362     1.000000
15437 LACOUA  ( -1)       0.849681034       0.050734903  16.74747    -9.950672
15435 PCOUA   (  0)      -0.294139754       0.217449317  -1.35268     1.180241

SE of equation            =     0.339026434
Sum of squared residuals  =  10.5743809      -0.199804617E-10
Average absolute error    =     0.192582548
Sum of ABS residuals      =  18.2953421    
R squared                 =   0.78622
Durbin-Watson statistic   =   1.87863
SMPL and No. Obs.         = 1989.2   2012.4     95

Plot of actual(*) and fitted(+) values and residuals(0)


 1989.2!  * +                                 !!           . 0.  .           !
 1989.3!   * +                                !!           . 0.  .           !
 1989.4!   *  +                               !!           .0 .  .           !
 1990.1!      +                               !!           .  0  .           !
 1990.2!      * +                             !!           .0 .  .           !
 1990.3!       *+                             !!           .  0  .           !
 1990.4!        *+                            !!           . 0.  .           !
 1991.1!        *+                            !!           . 0.  .           !
 1991.2!        *+                            !!           . 0.  .           !
 1991.3!       * +                            !!           .0 .  .           !
 1991.4!       * +                            !!           .0 .  .           !
 1992.1!          +             *             !!           .  .  .        0  !
 1992.2!                        + *           !!           .  .0 .           !
 1992.3!                          +           !!           .  0  .           !
 1992.4!                        * +           !!           .0 .  .           !
 1993.1!                        +             !!           .  0  .           !
 1993.2!                       *+             !!           .  0  .           !
 1993.3!                       +*             !!           .  0  .           !
 1993.4!                       *+             !!           . 0.  .           !
 1994.1!             *         +              !!      0    .  .  .           !
 1994.2!           * +                        !!           .0 .  .           !
 1994.3!         * +                          !!           . 0.  .           !
 1994.4!         *+                           !!           . 0.  .           !
 1995.1*          +                           !!      0    .  .  .           !
 1995.2* +                                    !!           . 0.  .           !
 1995.3* +                                    !!           .0 .  .           !
 1995.4*  +                                   !!           .0 .  .           !
 1996.1!  +  *                                !!           .  .  0           !
 1996.2!      *+                              !!           . 0.  .           !
 1996.3!      *+                              !!           . 0.  .           !
 1996.4!      *+                              !!           . 0.  .           !
 1997.1!       +    *                         !!           .  .  .0          !
 1997.2!           + *                        !!           .  .0 .           !
 1997.3!            +*                        !!           .  0  .           !
 1997.4!            +                         !!           .  0  .           !
 1998.1!   *        +                         !!       0   .  .  .           !
 1998.2!    *+                                !!           .  0  .           !
 1998.3!     *+                               !!           . 0.  .           !
 1998.4!    * +                               !!           .0 .  .           !
 1999.1!     +   *                            !!           .  .  0           !
 1999.2!         + *                          !!           .  . 0.           !
 1999.3!            +                         !!           .  .0 .           !
 1999.4!            *+                        !!           . 0.  .           !
 2000.1!            +         *               !!           .  .  .    0      !
 2000.2!                      +*              !!           .  .0 .           !
 2000.3!                      + *             !!           .  .0 .           !
 2000.4!                       +              !!           .  0  .           !
 2001.1!                   *   +              !!           0  .  .           !
 2001.2!                   +*                 !!           .  .0 .           !
 2001.3!                    +*                !!           .  .0 .           !
 2001.4!                    *+                !!           . 0.  .           !
 2002.1!                    +                 !!           .  0  .           !
 2002.2!                    +                 !!           .  0  .           !
 2002.3!                   *+                 !!           . 0.  .           !
 2002.4!                   *+                 !!           .  0  .           !
 2003.1!             *      +                 !!         0 .  .  .           !
 2003.2!             * +                      !!           . 0.  .           !
 2003.3!              *+                      !!           . 0.  .           !
 2003.4!             *  +                     !!           .0 .  .           !
 2004.1!              +        *              !!           .  .  .   0       !
 2004.2!                       +*             !!           .  0  .           !
 2004.3!                        +*            !!           .  .0 .           !
 2004.4!                       * +            !!           . 0.  .           !
 2005.1!                       +         *    !!           .  .  .    0      !
 2005.2!                               + *    !!           .  .0 .           !
 2005.3!                               +*     !!           .  .0 .           !
 2005.4!                              +*      !!           .  .0 .           !
 2006.1!                  *          +        !!     0     .  .  .           !
 2006.2!                  +*                  !!           .  .0 .           !
 2006.3!                    +                 !!           .  0  .           !
 2006.4!                   *+                 !!           . 0.  .           !
 2007.1!                   + *                !!           .  . 0.           !
 2007.2!                     +*               !!           .  .0 .           !
 2007.3!                      +               !!           .  0  .           !
 2007.4!                      +*              !!           .  .0 .           !
 2008.1!                      +               !!           .  0  .           !
 2008.2!                     +                !!           .  0  .           !
 2008.3!                   *+                 !!           . 0.  .           !
 2008.4!                  +*                  !!           .  0  .           !
 2009.1!                   + *                !!           .  . 0.           !
 2009.2!                    +                 !!           .  0  .           !
 2009.3!                   +                  !!           .  0  .           !
 2009.4!                  +*                  !!           .  .0 .           !
 2010.1!                  +                  *!!           .  .  .           0
 2010.2!                                  +   *!           .  .  0           !
 2010.3!                                  +   *!           .  .  0           !
 2010.4!                                  +   *!           .  .  0           !
 2011.1!                     *             +  !!   0       .  .  .           !
 2011.2!                    + *               !!           .  . 0.           !
 2011.3!                     +*               !!           .  0  .           !
 2011.4!                     +*               !!           .  .0 .           !
 2012.1!                    *+                !!           . 0.  .           !
 2012.2!                   +                  !!           .  0  .           !
 2012.3!                  +                   !!           .  0  .           !
 2012.4!                  +*                  !!           .  .0 .           !


     12.63 percent of the residuals exceed 1 SE
      9.47 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PJOUA=JOPX$Q/UAPMM;                                                     
 GENR LAAJOUA=LOG(AAJOUA+.00001);                                             
 GENR LAJOUA=LOG(AJOUA+.00001);                                               
 LHS AAJOUA=EXP(LAAJOUA)-.00001;                                              
  EQ 3276 LAAJOUA C LAJOUA(-1) PJOUA;                                         
EQUATION 1677  LAAJOUA  
   RHS     C  LAJOUA(-1)  PJOUA  
 SMPL 1990.3 2012.4;                                                          
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
 OLS;EST 1677 PLOT=0;END;                                                     

Equation number = 1677
**********************

Dependent variable = LAAJOUA 

 1990.3 -   2012.4,    0 missing obs.,   90 obs. used.

Mean of dependent variable       -6.218246234

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.382683937       0.393982685  -3.50950     1.000000
15440 LAJOUA  ( -1)       0.707751070       0.078030553   9.07018    -6.203371
15438 PJOUA   (  0)      -0.361376674       0.131233168  -2.75370     1.231735

SE of equation            =     0.236992592
Sum of squared residuals  =  4.88639750       0.269091416E-10
Average absolute error    =     0.190583124
Sum of ABS residuals      =  17.1524812    
R squared                 =   0.72369
Durbin-Watson statistic   =   2.08964
SMPL and No. Obs.         = 1990.3   2012.4     90

Plot of actual(*) and fitted(+) values and residuals(0)


 1990.3!                              +*      !!         .    .0   .         !
 1990.4!                             +*       !!         .    0    .         !
 1991.1!                             *+       !!         .   0.    .         !
 1991.2!                             +   *    !!         .    .   0.         !
 1991.3!                                +  *  !!         .    .  0 .         !
 1991.4!                                 +    *!         .    .    0         !
 1992.1!                            *       + !!       0 .    .    .         !
 1992.2!                             +  *     !!         .    .  0 .         !
 1992.3!                            *   +     !!         .0   .    .         !
 1992.4!                             + *      !!         .    . 0  .         !
 1993.1!                        *      +      !!       0 .    .    .         !
 1993.2!                          +           !!         .    0    .         !
 1993.3!                           +     *    !!         .    .    0         !
 1993.4!                                + *   !!         .    .  0 .         !
 1994.1!                       *      +       !!      0  .    .    .         !
 1994.2!                      +   *           !!         .    .   0.         !
 1994.3!                        + *           !!         .    . 0  .         !
 1994.4!                        +  *          !!         .    .  0 .         !
 1995.1!                     *   +            !!         .0   .    .         !
 1995.2!                    +   *             !!         .    .  0 .         !
 1995.3!                       +    *         !!         .    .    0         !
 1995.4!                         +*           !!         .    .0   .         !
 1996.1!                        + *           !!         .    .  0 .         !
 1996.2!                       +    *         !!         .    .   0.         !
 1996.3!                         +     *      !!         .    .    .0        !
 1996.4!                           +*         !!         .    .0   .         !
 1997.1!                           +*         !!         .    .0   .         !
 1997.2!                          +  *        !!         .    . 0  .         !
 1997.3!                           +     *    !!         .    .    0         !
 1997.4!                             * +      !!         .   0.    .         !
 1998.1!                          *+          !!         .   0.    .         !
 1998.2!                          +  *        !!         .    .  0 .         !
 1998.3!                           +   *      !!         .    .   0.         !
 1998.4!                             +*       !!         .    .0   .         !
 1999.1!                          * +         !!         .  0 .    .         !
 1999.2!                        +      *      !!         .    .    .0        !
 1999.3!                            +   *     !!         .    .  0 .         !
 1999.4!                              +*      !!         .    .0   .         !
 2000.1!                       *      +       !!       0 .    .    .         !
 2000.2!                         +   *        !!         .    .   0.         !
 2000.3!                             +*       !!         .    .0   .         !
 2000.4!                          *   +       !!         .0   .    .         !
 2001.1!                          *+          !!         .   0.    .         !
 2001.2!                           +  *       !!         .    .   0.         !
 2001.3!                              + *     !!         .    .  0 .         !
 2001.4!                               +      !!         .    0    .         !
 2002.1!                          *   +       !!         . 0  .    .         !
 2002.2!                          +  *        !!         .    .  0 .         !
 2002.3!                             +*       !!         .    .0   .         !
 2002.4!                            * +       !!         .   0.    .         !
 2003.1!                         *   +        !!         .0   .    .         !
 2003.2!                          +      *    !!         .    .    . 0       !
 2003.3!                              * +     !!         .  0 .    .         !
 2003.4!                            *  +      !!         .  0 .    .         !
 2004.1!                   *         +        !!     0   .    .    .         !
 2004.2!                       +   *          !!         .    .    0         !
 2004.3!                          * +         !!         . 0  .    .         !
 2004.4!                         * +          !!         .  0 .    .         !
 2005.1!                   *      +           !!       0 .    .    .         !
 2005.2!                     *+               !!         .   0.    .         !
 2005.3!                       +*             !!         .    0    .         !
 2005.4!                        +  *          !!         .    .  0 .         !
 2006.1!                          *+          !!         .   0.    .         !
 2006.2!                          +        *  !!         .    .    .   0     !
 2006.3!                             *   +    !!         .0   .    .         !
 2006.4!                            +   *     !!         .    .  0 .         !
 2007.1!                             +   *    !!         .    .   0.         !
 2007.2!                               +     *!!         .    .    .0        !
 2007.3!                            *    +    !!         0    .    .         !
 2007.4!                           +   *      !!         .    .   0.         !
 2008.1!              *              +        !0         .    .    .         !
 2008.2!           *   +                      !!         .0   .    .         !
 2008.3!  *      +                            !!       0 .    .    .         !
 2008.4! *+                                   !!         .   0.    .         !
 2009.1*  +                                   !!         . 0  .    .         !
 2009.2!  +     *                             !!         .    .    .0        !
 2009.3!           +   *                      !!         .    .   0.         !
 2009.4!                +   *                 !!         .    .  0 .         !
 2010.1!            *       +                 !!      0  .    .    .         !
 2010.2!              +       *               !!         .    .    . 0       !
 2010.3!                    *+                !!         .   0.    .         !
 2010.4!              *     +                 !!        0.    .    .         !
 2011.1!         *      +                     !!       0 .    .    .         !
 2011.2!             +                        !!         .    0    .         !
 2011.3!             * +                      !!         .  0 .    .         !
 2011.4!        *     +                       !!        0.    .    .         !
 2012.1!     *     +                          !!        0.    .    .         !
 2012.2!       +  *                           !!         .    . 0  .         !
 2012.3!           *+                         !!         .   0.    .         !
 2012.4!       *     +                        !!        0.    .    .         !


     30.00 percent of the residuals exceed 1 SE
      2.22 percent of the residuals exceed 2 SE
@@EQ 3277 LAASYUA C LASYUA(-1) PSYUA;SMPL 1998.3 2012.4;OLS;EST 3277 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PIDUA=IDPX$Q/UAPMM;                                                     
 GENR LAAIDUA=LOG(AAIDUA+.00001);                                             
 GENR LAIDUA=LOG(AIDUA+.00001);                                               
 LHS AAIDUA=EXP(LAAIDUA)-.00001;                                              
  EQ 3278 LAAIDUA C LAIDUA(-1) PIDUA;                                         
EQUATION 1678  LAAIDUA  
   RHS     C  LAIDUA(-1)  PIDUA  
 SMPL 1973.3 2012.4;                                                          
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
 OLS;EST 1678 PLOT=0;END;                                                     

Equation number = 1678
**********************

Dependent variable = LAAIDUA 

 1973.3 -   2012.4,    0 missing obs.,  158 obs. used.

Mean of dependent variable       -2.975735772

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.252474259       0.201767586  -1.25131     1.000000
15443 LAIDUA  ( -1)       0.905103836       0.032331797  27.99423    -2.990549
15441 PIDUA   (  0)      -0.014011100       0.167471883  -0.08366     1.177903

SE of equation            =     0.258401342
Sum of squared residuals  =  10.3495443       0.139768197E-10
Average absolute error    =     0.180123705
Sum of ABS residuals      =  28.4595453    
R squared                 =   0.84111
Durbin-Watson statistic   =   2.66042
SMPL and No. Obs.         = 1973.3   2012.4    158

Plot of actual(*) and fitted(+) values and residuals(0)


 1973.3+     *                                !!          .   .   . 0        !
 1973.4!    * +                               !!          . 0 .   .          !
 1974.1!      +             *                 !!          .   .   .          0
 1974.2!          *         +                 !!    0     .   .   .          !
 1974.3!         * +                          !!          . 0 .   .          !
 1974.4!          +*                          !!          .   .0  .          !
 1975.1!          * +                         !!          . 0 .   .          !
 1975.2!     *     +                          !!        0 .   .   .          !
 1975.3!      + *                             !!          .   . 0 .          !
 1975.4!        *+                            !!          .  0.   .          !
 1976.1!         + *                          !!          .   . 0 .          !
 1976.2!            +*                        !!          .   .0  .          !
 1976.3!             *+                       !!          .   0   .          !
 1976.4!              +*                      !!          .   .0  .          !
 1977.1!                + *                   !!          .   .  0.          !
 1977.2!              *   +                   !!         0.   .   .          !
 1977.3!    *         +                       !!    0     .   .   .          !
 1977.4!      +    *                          !!          .   .   .0         !
 1978.1!            +*                        !!          .   .0  .          !
 1978.2!         *   +                        !!          0   .   .          !
 1978.3!          +  *                        !!          .   .  0.          !
 1978.4!         *    +                       !!         0.   .   .          !
 1979.1!          +                           !!          .   0   .          !
 1979.2!           +                          !!          .   0   .          !
 1979.3!        *   +                         !!          0   .   .          !
 1979.4!        *+                            !!          .  0.   .          !
 1980.1!       * +                            !!          . 0 .   .          !
 1980.2!        +  *                          !!          .   .  0.          !
 1980.3!        *   +                         !!          .0  .   .          !
 1980.4!     *   +                            !!         0.   .   .          !
 1981.1!      + *                             !!          .   . 0 .          !
 1981.2!          +*                          !!          .   . 0 .          !
 1981.3!        *   +                         !!         0.   .   .          !
 1981.4!      *  +                            !!          .0  .   .          !
 1982.1!        + *                           !!          .   . 0 .          !
 1982.2!         * +                          !!          . 0 .   .          !
 1982.3!         *+                           !!          .  0.   .          !
 1982.4!       *  +                           !!          .0  .   .          !
 1983.1!         +*                           !!          .   .0  .          !
 1983.2!         * +                          !!          . 0 .   .          !
 1983.3!         *+                           !!          .  0.   .          !
 1983.4!          +*                          !!          .   .0  .          !
 1984.1!         *  +                         !!          . 0 .   .          !
 1984.2!         *+                           !!          .  0.   .          !
 1984.3!          +*                          !!          .   .0  .          !
 1984.4!          *+                          !!          .  0.   .          !
 1985.1!           +*                         !!          .   .0  .          !
 1985.2!          *  +                        !!          .0  .   .          !
 1985.3!         * +                          !!          .  0.   .          !
 1985.4!         *+                           !!          .  0.   .          !
 1986.1!          +*                          !!          .   .0  .          !
 1986.2!         *  +                         !!          .0  .   .          !
 1986.3!          + *                         !!          .   . 0 .          !
 1986.4!            *+                        !!          .   0   .          !
 1987.1!             +*                       !!          .   .0  .          !
 1987.2!             * +                      !!          . 0 .   .          !
 1987.3!            * +                       !!          . 0 .   .          !
 1987.4!          *  +                        !!          .0  .   .          !
 1988.1!           +*                         !!          .   .0  .          !
 1988.2!           * +                        !!          . 0 .   .          !
 1988.3!           *+                         !!          .  0.   .          !
 1988.4!        *   +                         !!          0   .   .          !
 1989.1!         +        *                   !!          .   .   .    0     !
 1989.2!            *     +                   !!       0  .   .   .          !
 1989.3!            *+                        !!          .  0.   .          !
 1989.4!          *  +                        !!          .0  .   .          !
 1990.1!           +   *                      !!          .   .   0          !
 1990.2!             * +                      !!          . 0 .   .          !
 1990.3!            * +                       !!          .0  .   .          !
 1990.4!           *+                         !!          .  0.   .          !
 1991.1!            +      *                  !!          .   .   .  0       !
 1991.2!              *    +                  !!         0.   .   .          !
 1991.3!               +*                     !!          .   .0  .          !
 1991.4!                *+                    !!          .   0   .          !
 1992.1!          *      +                    !!        0 .   .   .          !
 1992.2!           +*                         !!          .   .0  .          !
 1992.3!  *          +                        !!   0      .   .   .          !
 1992.4!    +    *                            !!          .   .   . 0        !
 1993.1!          +*                          !!          .   .0  .          !
 1993.2!            +      *                  !!          .   .   .  0       !
 1993.3!    *              +                  !0          .   .   .          !
 1993.4!      +      *                        !!          .   .   .  0       !
 1994.1!              +   *                   !!          .   .   .0         !
 1994.2!                  +                   !!          .   0   .          !
 1994.3!                  +                   !!          .   0   .          !
 1994.4!                  +                   !!          .  0.   .          !
 1995.1!                  +                   !!          .   0   .          !
 1995.2!                  +*                  !!          .   0   .          !
 1995.3!                  *+                  !!          .  0.   .          !
 1995.4!                  +*                  !!          .   .0  .          !
 1996.1!                    +  *              !!          .   .  0.          !
 1996.2!                     *+               !!          .  0.   .          !
 1996.3!                    *+                !!          .  0.   .          !
 1996.4!                  * +                 !!          .  0.   .          !
 1997.1!                  +*                  !!          .   0   .          !
 1997.2!               *   +                  !!          0   .   .          !
 1997.3!               *+                     !!          .  0.   .          !
 1997.4!               +  *                   !!          .   .  0.          !
 1998.1!                  +*                  !!          .   .0  .          !
 1998.2!                   +                  !!          .   0   .          !
 1998.3!                   + *                !!          .   . 0 .          !
 1998.4!                  *  +                !!          .0  .   .          !
 1999.1!                  + *                 !!          .   . 0 .          !
 1999.2!                    +                 !!          .   0   .          !
 1999.3!                    + *               !!          .   . 0 .          !
 1999.4!                     *+               !!          .  0.   .          !
 2000.1!                     +  *             !!          .   .  0.          !
 2000.2!                       +*             !!          .   .0  .          !
 2000.3!                        + *           !!          .   . 0 .          !
 2000.4!                         +            !!          .   0   .          !
 2001.1!                        +             !!          .   0   .          !
 2001.2!                        +             !!          .   0   .          !
 2001.3!                       +*             !!          .   .0  .          !
 2001.4!                       *+             !!          .  0.   .          !
 2002.1!                      +   *           !!          .   .  0.          !
 2002.2!                         +            !!          .   0   .          !
 2002.3!                         +*           !!          .   .0  .          !
 2002.4!                        *+            !!          .  0.   .          !
 2003.1!                        +    *        !!          .   .   .0         !
 2003.2!                          * +         !!          . 0 .   .          !
 2003.3!                         + *          !!          .   . 0 .          !
 2003.4!                          +*          !!          .   0   .          !
 2004.1!                          +    *      !!          .   .   .0         !
 2004.2!                            * +       !!          . 0 .   .          !
 2004.3!                           + *        !!          .   . 0 .          !
 2004.4!                           *+         !!          .  0.   .          !
 2005.1!                          +    *      !!          .   .   0          !
 2005.2!                         *    +       !!         0.   .   .          !
 2005.3!                         +            !!          .   0   .          !
 2005.4!                        +             !!          .   0   .          !
 2006.1!                       +    *         !!          .   .   .0         !
 2006.2!                           +          !!          .   0   .          !
 2006.3!                           +*         !!          .   . 0 .          !
 2006.4!                          * +         !!          . 0 .   .          !
 2007.1!                         +    *       !!          .   .   .0         !
 2007.2!                            *+        !!          .  0.   .          !
 2007.3!                           +*         !!          .   .0  .          !
 2007.4!                           +*         !!          .   .0  .          !
 2008.1!                           +          !!          .   0   .          !
 2008.2!                          +      *    !!          .   .   .  0       !
 2008.3!                                +     !!          .   0   .          !
 2008.4!                             * +      !!          . 0 .   .          !
 2009.1!                            +  *      !!          .   .  0.          !
 2009.2!                              +  *    !!          .   .  0.          !
 2009.3!                                +  *  !!          .   .  0.          !
 2009.4!                               *  +   !!          .0  .   .          !
 2010.1!                              +     * !!          .   .   . 0        !
 2010.2!                                  +*  !!          .   .0  .          !
 2010.3!                                  +   !!          .   0   .          !
 2010.4!                                 +    !!          .   .0  .          !
 2011.1!                                +     *!          .   .   . 0        !
 2011.2!                                *   + !!          0   .   .          !
 2011.3!                               +*     !!          .   .0  .          !
 2011.4!                               +*     !!          .   .0  .          !
 2012.1!                               + *    !!          .   . 0 .          !
 2012.2!                                +*    !!          .   . 0 .          !
 2012.3!                                + *   !!          .   . 0 .          !
 2012.4!                             *   +    !!          0   .   .          !


     22.15 percent of the residuals exceed 1 SE
      4.43 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PMAUA=MAPX$Q/UAPMM;                                                     
 GENR LAAMAUA=LOG(AAMAUA+.00001);                                             
 GENR LAMAUA=LOG(AMAUA+.00001);                                               
 LHS AAMAUA=EXP(LAAMAUA)-.00001;                                              
  EQ 3279 LAAMAUA C LAMAUA(-1) PMAUA;                                         
EQUATION 1679  LAAMAUA  
   RHS     C  LAMAUA(-1)  PMAUA  
 SMPL 1977.3 2012.4;                                                          
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
 OLS;EST 1679 PLOT=0;END;                                                     

Equation number = 1679
**********************

Dependent variable = LAAMAUA 

 1977.3 -   2012.4,    0 missing obs.,  142 obs. used.

Mean of dependent variable       -4.525137482

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.001375260       0.122539992  -0.01122     1.000000
15446 LAMAUA  ( -1)       0.893626239       0.031158335  28.68017    -4.538880
15444 PMAUA   (  0)      -0.396699859       0.132119566  -3.00258     1.178976

SE of equation            =     0.291861276
Sum of squared residuals  =  11.8404376      -0.605293593E-11
Average absolute error    =     0.190199168
Sum of ABS residuals      =  27.0082819    
R squared                 =   0.92652
Durbin-Watson statistic   =   2.65187
SMPL and No. Obs.         = 1977.3   2012.4    142

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.3!      *    +                          !!         0 .  .  .           !
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 2010.1!                                   + *!!           .  . 0.           !
 2010.2!                                     +!!           .  0  .           !
 2010.3!                                     +!!           .  0  .           !
 2010.4!                                     +!!           .  0  .           !
 2011.1!                                    * +!           . 0.  .           !
 2011.2!                                     +*!           .  .0 .           !
 2011.3!                                     *+!           . 0.  .           !
 2011.4!                                    *+!!           . 0.  .           !
 2012.1!                                    *+!!           . 0.  .           !
 2012.2!                                   *+ !!           . 0.  .           !
 2012.3!                                 * +  !!           .0 .  .           !
 2012.4!                                 *+   !!           . 0.  .           !


     16.90 percent of the residuals exceed 1 SE
      4.23 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPAUA=PAPX$Q/UAPMM;                                                     
 GENR LAAPAUA=LOG(AAPAUA+.00001);                                             
 GENR LAPAUA=LOG(APAUA+.00001);                                               
 LHS AAPAUA=EXP(LAAPAUA)-.00001;                                              
  EQ 3280 LAAPAUA C LAPAUA(-1) PPAUA;                                         
EQUATION 1680  LAAPAUA  
   RHS     C  LAPAUA(-1)  PPAUA  
 SMPL 1972.3 2012.4;                                                          
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
 OLS;EST 1680 PLOT=0;END;                                                     

Equation number = 1680
**********************

Dependent variable = LAAPAUA 

 1972.3 -   2012.4,    0 missing obs.,  162 obs. used.

Mean of dependent variable       -4.262863842

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.862214592       0.290549236  -6.40929     1.000000
15449 LAPAUA  ( -1)       0.500739183       0.068803068   7.27786    -4.256374
15447 PPAUA   (  0)      -0.200733026       0.110981514  -1.80871     1.341664

SE of equation            =     0.301983280
Sum of squared residuals  =  14.4998303      -0.105715436E-10
Average absolute error    =     0.217131401
Sum of ABS residuals      =  35.1752870    
R squared                 =   0.30186
Durbin-Watson statistic   =   2.32149
SMPL and No. Obs.         = 1972.3   2012.4    162

Plot of actual(*) and fitted(+) values and residuals(0)


 1972.3!                        +     *       !!          .   .   .0         !
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 2009.4!             *     +                  !!         0.   .   .          !
 2010.1!                 +*                   !!          .   .0  .          !
 2010.2!                *  +                  !!          .0  .   .          !
 2010.3!                * +                   !!          .  0.   .          !
 2010.4!           *      +                   !!        0 .   .   .          !
 2011.1!               *+                     !!          .  0.   .          !
 2011.2!              *   +                   !!          .0  .   .          !
 2011.3!              *  +                    !!          .0  .   .          !
 2011.4!          *      +                    !!         0.   .   .          !
 2012.1!              *+                      !!          .   0   .          !
 2012.2!             *   +                    !!          .0  .   .          !
 2012.3!             *  +                     !!          .0  .   .          !
 2012.4!           *    +                     !!          0   .   .          !


     25.31 percent of the residuals exceed 1 SE
      5.56 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPHUA=PHPX$Q/UAPMM;                                                     
 GENR LAAPHUA=LOG(AAPHUA+.00001);                                             
 GENR LAPHUA=LOG(APHUA+.00001);                                               
 LHS AAPHUA=EXP(LAAPHUA)-.00001;                                              
  EQ 3281 LAAPHUA C LAPHUA(-1) PPHUA;                                         
EQUATION 1681  LAAPHUA  
   RHS     C  LAPHUA(-1)  PPHUA  
 SMPL 1984.4 2012.4;                                                          
Sample period is now  1984.4 to  2012.4 Internally:   132 to   244
 OLS;EST 1681 PLOT=0;END;                                                     

Equation number = 1681
**********************

Dependent variable = LAAPHUA 

 1984.4 -   2012.4,    0 missing obs.,  113 obs. used.

Mean of dependent variable       -6.099132220

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.457941573       0.291094865  -1.57317     1.000000
15452 LAPHUA  ( -1)       0.903366041       0.041870720  21.57513    -6.096645
15450 PPHUA   (  0)      -0.110627173       0.116757425  -0.94750     1.208461

SE of equation            =     0.260309403
Sum of squared residuals  =  7.45370837      -0.136601841E-11
Average absolute error    =     0.193651483
Sum of ABS residuals      =  21.8826176    
R squared                 =   0.80936
Durbin-Watson statistic   =   2.29068
SMPL and No. Obs.         = 1984.4   2012.4    113

Plot of actual(*) and fitted(+) values and residuals(0)


 1984.4!  *     +                             !!         0.   .   .          !
 1985.1!    +     *                           !!          .   .   . 0        !
 1985.2!          *+                          !!          .  0.   .          !
 1985.3!        *  +                          !!          . 0 .   .          !
 1985.4!     *    +                           !!          0   .   .          !
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 1986.3!              +      *                !!          .   .   .  0       !
 1986.4!                   * +                !!          . 0 .   .          !
 1987.1!             *     +                  !!         0.   .   .          !
 1987.2!              + *                     !!          .   . 0 .          !
 1987.3!                 +*                   !!          .   .0  .          !
 1987.4!            *      +                  !!        0 .   .   .          !
 1988.1!             +        *               !!          .   .   .  0       !
 1988.2!                    * +               !!          .  0.   .          !
 1988.3!        *            +                !!   0      .   .   .          !
 1988.4!          +            *              !!          .   .   .       0  !
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 1992.4!                             +        *!          .   .   .  0       !
 1993.1!                                    + *!          .   .0  .          !
 1993.2!                                    + *!          .   . 0 .          !
 1993.3!                                    +*!!          .   .0  .          !
 1993.4!                                   +* !!          .   .0  .          !
 1994.1!                                 *+   !!          .  0.   .          !
 1994.2!                               + *    !!          .   . 0 .          !
 1994.3!                              *+      !!          .  0.   .          !
 1994.4!                          *  +        !!          .0  .   .          !
 1995.1!                    *   +             !!          0   .   .          !
 1995.2!                   +      *           !!          .   .   . 0        !
 1995.3!                        +  *          !!          .   . 0 .          !
 1995.4!                       *  +           !!          .0  .   .          !
 1996.1!                   * +                !!          . 0 .   .          !
 1996.2!                  +   *               !!          .   .  0.          !
 1996.3!                     +   *            !!          .   .   0          !
 1996.4!                        +      *      !!          .   .   . 0        !
 1997.1!                        *    +        !!          0   .   .          !
 1997.2!                      +  *            !!          .   . 0 .          !
 1997.3!                        +   *         !!          .   .  0.          !
 1997.4!                          + *         !!          .   .0  .          !
 1998.1!                          + *         !!          .   .0  .          !
 1998.2!                       *  +           !!          .0  .   .          !
 1998.3!                      +*              !!          .   .0  .          !
 1998.4!                   *  +               !!          .0  .   .          !
 1999.1!          *       +                   !!       0  .   .   .          !
 1999.2!       * +                            !!          . 0 .   .          !
 1999.3!       +  *                           !!          .   .  0.          !
 1999.4!          + *                         !!          .   . 0 .          !
 2000.1!            +*                        !!          .   .0  .          !
 2000.2!             +                        !!          .   0   .          !
 2000.3!             +    *                   !!          .   .   0          !
 2000.4!                  +*                  !!          .   .0  .          !
 2001.1!              *    +                  !!          0   .   .          !
 2001.2!             *+                       !!          .  0.   .          !
 2001.3!              +      *                !!          .   .   .  0       !
 2001.4!                     +*               !!          .   .0  .          !
 2002.1!                 *   +                !!          .0  .   .          !
 2002.2!              *  +                    !!          .0  .   .          !
 2002.3!              +*                      !!          .   0   .          !
 2002.4!               + *                    !!          .   . 0 .          !
 2003.1!            *    +                    !!          0   .   .          !
 2003.2!             + *                      !!          .   . 0 .          !
 2003.3!               +                      !!          .   0   .          !
 2003.4!                +                     !!          .   0   .          !
 2004.1!             *  +                     !!          .0  .   .          !
 2004.2!            * +                       !!          .  0.   .          !
 2004.3!             +                        !!          .   0   .          !
 2004.4!             *+                       !!          .  0.   .          !
 2005.1!        *    +                        !!          0   .   .          !
 2005.2!      *  +                            !!          .0  .   .          !
 2005.3!       +  *                           !!          .   . 0 .          !
 2005.4!       *   +                          !!          .0  .   .          !
 2006.1!        +                             !!          .   0   .          !
 2006.2!       * +                            !!          . 0 .   .          !
 2006.3!        +     *                       !!          .   .   .0         !
 2006.4!            * +                       !!          . 0 .   .          !
 2007.1!           *+                         !!          .  0.   .          !
 2007.2!       *    +                         !!          0   .   .          !
 2007.3!        +                             !!          .   0   .          !
 2007.4!         +*                           !!          .   .0  .          !
 2008.1!      *   +                           !!          0   .   .          !
 2008.2!       +  *                           !!          .   .  0.          !
 2008.3!        *  +                          !!          .0  .   .          !
 2008.4!    *    +                            !!          0   .   .          !
 2009.1!     +  *                             !!          .   .  0.          !
 2009.2!         +                            !!          .   0   .          !
 2009.3!          +*                          !!          .   .0  .          !
 2009.4!        *  +                          !!          . 0 .   .          !
 2010.1!        *+                            !!          .  0.   .          !
 2010.2!       * +                            !!          . 0 .   .          !
 2010.3!        +                             !!          .   0   .          !
 2010.4!       * +                            !!          . 0 .   .          !
 2011.1!     *  +                             !!          . 0 .   .          !
 2011.2!    * +                               !!          . 0 .   .          !
 2011.3!    *+                                !!          .  0.   .          !
 2011.4! *   +                                !!          0   .   .          !
 2012.1*  +                                   !!          .0  .   .          !
 2012.2!+ *                                   !!          .   . 0 .          !
 2012.3*   +                                  !!          0   .   .          !
 2012.4!+*                                    !!          .   .0  .          !


     24.78 percent of the residuals exceed 1 SE
      3.54 percent of the residuals exceed 2 SE
@EQ  3282 LAATHUA C LATHUA(-1) PTHUA;SMPL 1977.1 2012.4;OLS;EST 3282 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PCHUA=CHPX$Q/UAPMM;                                                     
 GENR LAACHUA=LOG(AACHUA+.00001);                                             
 GENR LACHUA=LOG(ACHUA+.00001);                                               
 LHS AACHUA=EXP(LAACHUA)-.00001;                                              
  EQ 3283 LAACHUA C LACHUA(-1) PCHUA;                                         
EQUATION 1682  LAACHUA  
   RHS     C  LACHUA(-1)  PCHUA  
 SMPL 1982.2 2012.4;                                                          
Sample period is now  1982.2 to  2012.4 Internally:   122 to   244
 OLS;EST 1682 PLOT=0;END;                                                     

Equation number = 1682
**********************

Dependent variable = LAACHUA 

 1982.2 -   2012.4,    0 missing obs.,  123 obs. used.

Mean of dependent variable       -3.189091025

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.049388873       0.225188866  -0.21932     1.000000
15455 LACHUA  ( -1)       0.950850934       0.032846230  28.94856    -3.213907
15453 PCHUA   (  0)      -0.070098804       0.231957421  -0.30221     1.194828

SE of equation            =     0.274097066
Sum of squared residuals  =  9.01550420       0.555910873E-11
Average absolute error    =     0.199643282
Sum of ABS residuals      =  24.5561236    
R squared                 =   0.92409
Durbin-Watson statistic   =   2.73375
SMPL and No. Obs.         = 1982.2   2012.4    123

Plot of actual(*) and fitted(+) values and residuals(0)


 1982.2!   *+                                 !!          .  0.   .          !
 1982.3!    *+                                !!          .   0   .          !
 1982.4!      +*                              !!          .   . 0 .          !
 1983.1! *      +                             !!    0     .   .   .          !
 1983.2!  + *                                 !!          .   .   0          !
 1983.3!     *+                               !!          .  0.   .          !
 1983.4!     *+                               !!          .  0.   .          !
 1984.1!*     +                               !!     0    .   .   .          !
 1984.2! +    *                               !!          .   .   .  0       !
 1984.3!      *+                              !!          .  0.   .          !
 1984.4!   *   +                              !!        0 .   .   .          !
 1985.1*    +                                 !!       0  .   .   .          !
 1985.2!+ *                                   !!          .   . 0 .          !
 1985.3!   +  *                               !!          .   .  0.          !
 1985.4!       +                              !!          .   .0  .          !
 1986.1!    *   +                             !!        0 .   .   .          !
 1986.2!    *+                                !!          .  0.   .          !
 1986.3!     +     *                          !!          .   .   .   0      !
 1986.4!           *+                         !!          .  0.   .          !
 1987.1!       *    +                         !!       0  .   .   .          !
 1987.2!        + *                           !!          .   .   0          !
 1987.3!           +*                         !!          .   .0  .          !
 1987.4!             + *                      !!          .   .  0.          !
 1988.1!               +*                     !!          .   0   .          !
 1988.2!            *   +                     !!         0.   .   .          !
 1988.3!             +*                       !!          .   . 0 .          !
 1988.4!              *+                      !!          .  0.   .          !
 1989.1!          *    +                      !!       0  .   .   .          !
 1989.2!           + *                        !!          .   .  0.          !
 1989.3!             +  *                     !!          .   .   0          !
 1989.4!                 +                    !!          .   0   .          !
 1990.1!           *     +                    !!     0    .   .   .          !
 1990.2!            +  *                      !!          .   .   0          !
 1990.3!            *   +                     !!         0.   .   .          !
 1990.4!             + *                      !!          .   .  0.          !
 1991.1!     *          +                     !0          .   .   .          !
 1991.2!      +        *                      !!          .   .   .       0  !
 1991.3!               +  *                   !!          .   .   0          !
 1991.4!                  + *                 !!          .   . 0 .          !
 1992.1!             *      +                 !!   0      .   .   .          !
 1992.2!             +     *                  !!          .   .   .   0      !
 1992.3!                  *+                  !!          . 0 .   .          !
 1992.4!                   +*                 !!          .   . 0 .          !
 1993.1!               *     +                !!      0   .   .   .          !
 1993.2!               +  *                   !!          .   .   0          !
 1993.3!                   + *                !!          .   .  0.          !
 1993.4!                     +*               !!          .   .0  .          !
 1994.1!              *       +               !!   0      .   .   .          !
 1994.2!               +    *                 !!          .   .   .  0       !
 1994.3!                    +*                !!          .   .0  .          !
 1994.4!                     +*               !!          .   .0  .          !
 1995.1!                 *    +               !!      0   .   .   .          !
 1995.2!                 +    *               !!          .   .   .  0       !
 1995.3!                     *+               !!          . 0 .   .          !
 1995.4!                     +*               !!          .   .0  .          !
 1996.1!                  *   +               !!        0 .   .   .          !
 1996.2!                   + *                !!          .   .  0.          !
 1996.3!                     +                !!          .  0.   .          !
 1996.4!                    *+                !!          .  0.   .          !
 1997.1!                  *  +                !!          0   .   .          !
 1997.2!                  +  *                !!          .   .   0          !
 1997.3!                     +*               !!          .   0   .          !
 1997.4!                      +               !!          .   .0  .          !
 1998.1!                   *  +               !!         0.   .   .          !
 1998.2!                   + *                !!          .   .  0.          !
 1998.3!                    *+                !!          .0  .   .          !
 1998.4!                   *+                 !!          . 0 .   .          !
 1999.1!                *  +                  !!          .0  .   .          !
 1999.2!                 +  *                 !!          .   .   .0         !
 1999.3!                     +*               !!          .   . 0 .          !
 1999.4!                      +*              !!          .   . 0 .          !
 2000.1!                       *+             !!          .   0   .          !
 2000.2!                        + *           !!          .   .  0.          !
 2000.3!                          +*          !!          .   .0  .          !
 2000.4!                          *+          !!          .  0.   .          !
 2001.1!                       *  +           !!          .0  .   .          !
 2001.2!                        +*            !!          .   . 0 .          !
 2001.3!                         +*           !!          .   .0  .          !
 2001.4!                          +           !!          .   0   .          !
 2002.1!                          +           !!          .  0.   .          !
 2002.2!                          + *         !!          .   .  0.          !
 2002.3!                            +*        !!          .   .0  .          !
 2002.4!                             +*       !!          .   .0  .          !
 2003.1!                            * +       !!          . 0 .   .          !
 2003.2!                            + *       !!          .   .  0.          !
 2003.3!                              + *     !!          .   .   0          !
 2003.4!                                +     !!          .   0   .          !
 2004.1!                               *+     !!          .  0.   .          !
 2004.2!                               + *    !!          .   .  0.          !
 2004.3!                                *+    !!          .  0.   .          !
 2004.4!                                +     !!          .   0   .          !
 2005.1!                              * +     !!          .0  .   .          !
 2005.2!                              + *     !!          .   .  0.          !
 2005.3!                               *+     !!          .  0.   .          !
 2005.4!                               +      !!          .  0.   .          !
 2006.1!                               +      !!          .   0   .          !
 2006.2!                               + *    !!          .   .   0          !
 2006.3!                                 +*   !!          .   .0  .          !
 2006.4!                                 *+   !!          .  0.   .          !
 2007.1!                                 +    !!          .  0.   .          !
 2007.2!                                 +  * !!          .   .   .0         !
 2007.3!                                    +*!!          .   .0  .          !
 2007.4!                                   *+ !!          . 0 .   .          !
 2008.1!                                  *+  !!          .  0.   .          !
 2008.2!                                  +*  !!          .   . 0 .          !
 2008.3!                                   + *!!          .   .   0          !
 2008.4!                                   * +!!          . 0 .   .          !
 2009.1!                                  *+  !!          . 0 .   .          !
 2009.2!                                  + * !!          .   .  0.          !
 2009.3!                                   + *!!          .   . 0 .          !
 2009.4!                                    +*!!          .   .0  .          !
 2010.1!                                   * +!!          .0  .   .          !
 2010.2!                                  +  *!!          .   .   0          !
 2010.3!                                     +!!          .   .0  .          !
 2010.4!                                    *+!!          .  0.   .          !
 2011.1!                                  * + !!          .0  .   .          !
 2011.2!                                  +   *!          .   .   .0         !
 2011.3!                                     +*!          .   .0  .          !
 2011.4!                                     *+!          .   0   .          !
 2012.1!                                   * +!!          .0  .   .          !
 2012.2!                                   + *!!          .   .   0          !
 2012.3!                                    *+!!          .  0.   .          !
 2012.4!                                    +*!!          .   .0  .          !


     21.95 percent of the residuals exceed 1 SE
      5.69 percent of the residuals exceed 2 SE
@@EQ 3284 LAAARUA C LAARUA(-1) PARUA;SMPL 2000.1 2012.4;OLS;EST 3284 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBRUA=BRPX$Q/UAPMM;                                                     
 GENR LAABRUA=LOG(AABRUA+.00001);                                             
 GENR LABRUA=LOG(ABRUA+.00001);                                               
 LHS AABRUA=EXP(LAABRUA)-.00001;                                              
  EQ 3285 LAABRUA C LABRUA(-1) PBRUA;                                         
EQUATION 1683  LAABRUA  
   RHS     C  LABRUA(-1)  PBRUA  
 SMPL 1981.3 2012.4;                                                          
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
 OLS;EST 1683 PLOT=0;END;                                                     

Equation number = 1683
**********************

Dependent variable = LAABRUA 

 1981.3 -   2012.4,    0 missing obs.,  126 obs. used.

Mean of dependent variable       -4.936574872

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.261456855       0.428022713  -2.94717     1.000000
15458 LABRUA  ( -1)       0.740839305       0.060687096  12.20753    -4.949292
15456 PBRUA   (  0)      -0.008293740       0.247610835  -0.03350     1.023396

SE of equation            =     0.340699087
Sum of squared residuals  =  14.2773317      -0.294999580E-10
Average absolute error    =     0.252449488
Sum of ABS residuals      =  31.8086355    
R squared                 =   0.55601
Durbin-Watson statistic   =   2.11649
SMPL and No. Obs.         = 1981.3   2012.4    126

Plot of actual(*) and fitted(+) values and residuals(0)


 1981.3!       * +                            !!          .  0.   .          !
 1981.4!       *  +                           !!          . 0 .   .          !
 1982.1!  *       +                           !!        0 .   .   .          !
 1982.2!  *    +                              !!          0   .   .          !
 1982.3!    *  +                              !!          . 0 .   .          !
 1982.4!  *     +                             !!         0.   .   .          !
 1983.1*       +                              !!        0 .   .   .          !
 1983.2!   *+                                 !!          .  0.   .          !
 1983.3!       +         *                    !!          .   .   .   0      !
 1983.4!         *        +                   !!       0  .   .   .          !
 1984.1!           +*                         !!          .   .0  .          !
 1984.2!          *   +                       !!          .0  .   .          !
 1984.3!             +      *                 !!          .   .   . 0        !
 1984.4!                    +   *             !!          .   .  0.          !
 1985.1!                       +   *          !!          .   .  0.          !
 1985.2!        *                +            !!0         .   .   .          !
 1985.3!         * +                          !!          .  0.   .          !
 1985.4!         *  +                         !!          . 0 .   .          !
 1986.1! *          +                         !!      0   .   .   .          !
 1986.2!      +             *                 !!          .   .   .      0   !
 1986.3!                    + *               !!          .   . 0 .          !
 1986.4!  *                  +                !0          .   .   .          !
 1987.1!      + *                             !!          .   .0  .          !
 1987.2!           +  *                       !!          .   . 0 .          !
 1987.3!               +*                     !!          .   .0  .          !
 1987.4!              *  +                    !!          . 0 .   .          !
 1988.1!               +     *                !!          .   .   0          !
 1988.2!                    +   *             !!          .   .  0.          !
 1988.3!                       +*             !!          .   .0  .          !
 1988.4!                   *   +              !!          .0  .   .          !
 1989.1!                   +*                 !!          .   .0  .          !
 1989.2!                    +*                !!          .   .0  .          !
 1989.3!                     + *              !!          .   . 0 .          !
 1989.4!                   *  +               !!          . 0 .   .          !
 1990.1!                  *+                  !!          .  0.   .          !
 1990.2!                   +                  !!          .   .0  .          !
 1990.3!                   +   *              !!          .   .  0.          !
 1990.4!                   *  +               !!          . 0 .   .          !
 1991.1!                   +  *               !!          .   . 0 .          !
 1991.2!                   * +                !!          .  0.   .          !
 1991.3!               *   +                  !!          .0  .   .          !
 1991.4!              * +                     !!          .  0.   .          !
 1992.1!            *   +                     !!          .0  .   .          !
 1992.2!              + *                     !!          .   . 0 .          !
 1992.3!                 +                    !!          .   0   .          !
 1992.4!                  +                   !!          .   0   .          !
 1993.1!              *   +                   !!          .0  .   .          !
 1993.2!               *+                     !!          .  0.   .          !
 1993.3!                +*                    !!          .   .0  .          !
 1993.4!              *   +                   !!          .0  .   .          !
 1994.1!            *   +                     !!          .0  .   .          !
 1994.2!              + *                     !!          .   . 0 .          !
 1994.3!                 + *                  !!          .   .0  .          !
 1994.4!               *   +                  !!          .0  .   .          !
 1995.1!           *    +                     !!          0   .   .          !
 1995.2!             *+                       !!          .  0.   .          !
 1995.3!               +                      !!          .   .0  .          !
 1995.4!            *   +                     !!          0   .   .          !
 1996.1!              +     *                 !!          .   .   .0         !
 1996.2!                  * +                 !!          .  0.   .          !
 1996.3!                  +*                  !!          .   0   .          !
 1996.4!                 * +                  !!          . 0 .   .          !
 1997.1!                 +                    !!          .   0   .          !
 1997.2!                 +    *               !!          .   .  0.          !
 1997.3!                     +  *             !!          .   . 0 .          !
 1997.4!                      *+              !!          .  0.   .          !
 1998.1!                *    +                !!          0   .   .          !
 1998.2!            *    +                    !!          .0  .   .          !
 1998.3!              +   *                   !!          .   .  0.          !
 1998.4!                  +*                  !!          .   .0  .          !
 1999.1!           *       +                  !!        0 .   .   .          !
 1999.2!             +    *                   !!          .   .   0          !
 1999.3!               *  +                   !!          .0  .   .          !
 1999.4!               *+                     !!          .   0   .          !
 2000.1!              *  +                    !!          . 0 .   .          !
 2000.2!                +                     !!          .   .0  .          !
 2000.3!                 +      *             !!          .   .   .0         !
 2000.4!                       +*             !!          .   .0  .          !
 2001.1!                       +  *           !!          .   . 0 .          !
 2001.2!                        +  *          !!          .   . 0 .          !
 2001.3!                         +  *         !!          .   .  0.          !
 2001.4!                          +     *     !!          .   .   .0         !
 2002.1!                             +*       !!          .   .0  .          !
 2002.2!                         *  +         !!          . 0 .   .          !
 2002.3!                       +              *!          .   .   .      0   !
 2002.4!                                 +   *!!          .   .  0.          !
 2003.1!                                +     !!          .   0   .          !
 2003.2!                   *         +        !!      0   .   .   .          !
 2003.3!                   +      *           !!          .   .   . 0        !
 2003.4!                         +   *        !!          .   .   0          !
 2004.1!                           +  *       !!          .   . 0 .          !
 2004.2!                           +          !!          .   0   .          !
 2004.3!                         +     *      !!          .   .   0          !
 2004.4!                     *      +         !!         0.   .   .          !
 2005.1!                  * +                 !!          . 0 .   .          !
 2005.2!                   +                  !!          .   .0  .          !
 2005.3!                   +    *             !!          .   .   0          !
 2005.4!                    *  +              !!          . 0 .   .          !
 2006.1!                   *+                 !!          .  0.   .          !
 2006.2!                   +                  !!          .   0   .          !
 2006.3!                   +       *          !!          .   .   .0         !
 2006.4!                         + *          !!          .   . 0 .          !
 2007.1!                      *  +            !!          . 0 .   .          !
 2007.2!                      +               !!          .   .0  .          !
 2007.3!                      + *             !!          .   . 0 .          !
 2007.4!                      *+              !!          .   0   .          !
 2008.1!                  *   +               !!          .0  .   .          !
 2008.2!                  + *                 !!          .   .0  .          !
 2008.3!               *    +                 !!          0   .   .          !
 2008.4!                +*                    !!          .   .0  .          !
 2009.1!                  + *                 !!          .   . 0 .          !
 2009.2!                    +     *           !!          .   .   0          !
 2009.3!                        +         *   !!          .   .   .   0      !
 2009.4!                            * +       !!          .  0.   .          !
 2010.1!                       *  +           !!          .0  .   .          !
 2010.2!                      + *             !!          .   .0  .          !
 2010.3!                       +      *       !!          .   .   . 0        !
 2010.4!                           + *        !!          .   .0  .          !
 2011.1!                    *     +           !!         0.   .   .          !
 2011.2!                    + *               !!          .   . 0 .          !
 2011.3!                      +       *       !!          .   .   . 0        !
 2011.4!                        *  +          !!          .0  .   .          !
 2012.1!                      +  *            !!          .   . 0 .          !
 2012.2!                     *  +             !!          . 0 .   .          !
 2012.3!                     +   *            !!          .   .   0          !
 2012.4!                        +    *        !!          .   .   0          !


     21.43 percent of the residuals exceed 1 SE
      4.76 percent of the residuals exceed 2 SE
@EQ  3286 LAACEUA C LACEUA(-1) PCEUA;SMPL 1977.3 2012.4;OLS;EST 3286 PLOT=0;EN
@@EQ 3287 LAAMEUA C LAMEUA(-1) PMEUA;SMPL 2013.1 2012.4;OLS;EST 3287 PLOT=0;EN
@@EQ 3288 LAAPEUA C LAPEUA(-1) PPEUA;SMPL 1998.1 2012.4;OLS;EST 3288 PLOT=0;EN
@@EQ 3289 LAATUUA C LATUUA(-1) PTUUA;SMPL 1994.3 2012.4;OLS;EST 3289 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PPDUA=PDPX$/UAPMM;                                                      
 GENR LAAPDUA=LOG(AAPDUA+.00001);                                             
 GENR LAPDUA=LOG(APDUA+.00001);                                               
 LHS AAPDUA=EXP(LAAPDUA)-.00001;                                              
  EQ 3290 LAAPDUA C LAPDUA(-1) PPDUA;                                         
EQUATION 1684  LAAPDUA  
   RHS     C  LAPDUA(-1)  PPDUA  
 SMPL 1988.3 2012.4;                                                          
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
 OLS;EST 1684 PLOT=0;END;                                                     

Equation number = 1684
**********************

Dependent variable = LAAPDUA 

 1988.3 -   2012.4,    0 missing obs.,   98 obs. used.

Mean of dependent variable       -6.648170961

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.838687248       0.347896510  -2.41074     1.000000
15461 LAPDUA  ( -1)       0.791370943       0.063687303  12.42588    -6.660748
15459 PPDUA   (  0)      -0.455790660       0.254472388  -1.79112     1.181159

SE of equation            =     0.302975139
Sum of squared residuals  =  8.72042383      -0.833200176E-11
Average absolute error    =     0.185100707
Sum of ABS residuals      =  18.1398693    
R squared                 =   0.74766
Durbin-Watson statistic   =   1.84188
SMPL and No. Obs.         = 1988.3   2012.4     98

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.3!          +     *                     !!           .  .  . 0         !
 1988.4!        *       +                     !!       0   .  .  .           !
 1989.1!      *   +                           !!           .0 .  .           !
 1989.2!        +     *                       !!           .  .  .0          !
 1989.3!           *   +                      !!           0  .  .           !
 1989.4!            +*                        !!           .  .0 .           !
 1990.1!           *  +                       !!           .0 .  .           !
 1990.2!            +*                        !!           .  0  .           !
 1990.3!              + *                     !!           .  . 0.           !
 1990.4!                 + *                  !!           .  . 0.           !
 1991.1!         *         +                  !!      0    .  .  .           !
 1991.2!        * +                           !!           .0 .  .           !
 1991.3!      *  +                            !!           0  .  .           !
 1991.4!        +   *                         !!           .  .  0           !
 1992.1!             +      *                 !!           .  .  . 0         !
 1992.2!                    + *               !!           .  . 0.           !
 1992.3!                     +*               !!           .  0  .           !
 1992.4!                   * +                !!           . 0.  .           !
 1993.1*                   +                  !0           .  .  .           !
 1993.2!*  +                                  !!           .0 .  .           !
 1993.3!*  +                                  !!           .0 .  .           !
 1993.4!*   +                                 !!           0  .  .           !
 1994.1!   +                                  !!           .  0  .           !
 1994.2!     +                                !!           .  0  .           !
 1994.3!       +                              !!           .  0  .           !
 1994.4!      *  +                            !!           .0 .  .           !
 1995.1!        +      *                      !!           .  .  . 0         !
 1995.2!               +*                     !!           .  .0 .           !
 1995.3!                +*                    !!           .  .0 .           !
 1995.4!                +                     !!           .  0  .           !
 1996.1!               +          *           !!           .  .  .    0      !
 1996.2!                       + *            !!           .  .0 .           !
 1996.3!                       +   *          !!           .  .  .0          !
 1996.4!                         +*           !!           .  .0 .           !
 1997.1!               *        +             !!       0   .  .  .           !
 1997.2!              *+                      !!           .  0  .           !
 1997.3!              +                       !!           .  0  .           !
 1997.4!             +*                       !!           .  .0 .           !
 1998.1!              +                       !!           .  0  .           !
 1998.2!             +                        !!           .  0  .           !
 1998.3!             +                        !!           .  0  .           !
 1998.4!            *+                        !!           . 0.  .           !
 1999.1!           *+                         !!           .  0  .           !
 1999.2!          +  *                        !!           .  . 0.           !
 1999.3!            +*                        !!           .  .0 .           !
 1999.4!             +                        !!           .  0  .           !
 2000.1!            * +                       !!           . 0.  .           !
 2000.2!             +                        !!           . 0.  .           !
 2000.3!             +                        !!           .  0  .           !
 2000.4!              +*                      !!           .  0  .           !
 2001.1!               +                      !!           .  0  .           !
 2001.2!              *+                      !!           .  0  .           !
 2001.3!               +                      !!           .  0  .           !
 2001.4!               +                      !!           . 0.  .           !
 2002.1!               +                      !!           .  0  .           !
 2002.2!               +                      !!           .  0  .           !
 2002.3!                +                     !!           .  0  .           !
 2002.4!                +*                    !!           .  0  .           !
 2003.1!                 + *                  !!           .  .0 .           !
 2003.2!                   +                  !!           .  0  .           !
 2003.3!                   +*                 !!           .  .0 .           !
 2003.4!                    +                 !!           .  0  .           !
 2004.1!                   *+                 !!           .  0  .           !
 2004.2!                   *+                 !!           . 0.  .           !
 2004.3!                   +*                 !!           .  0  .           !
 2004.4!                   *+                 !!           . 0.  .           !
 2005.1!                  * +                 !!           .0 .  .           !
 2005.2!                  +     *             !!           .  .  .0          !
 2005.3!                   *   +              !!           0  .  .           !
 2005.4!                    +                 !!           .  0  .           !
 2006.1!                *   +                 !!           0  .  .           !
 2006.2!                  +         *         !!           .  .  .    0      !
 2006.3!                           +          !!           .  0  .           !
 2006.4!                         *+           !!           .  0  .           !
 2007.1!                         +            !!           .  0  .           !
 2007.2!                       *+             !!           . 0.  .           !
 2007.3!                      *+              !!           . 0.  .           !
 2007.4!                      +          *    !!           .  .  .    0      !
 2008.1!                               +      *!           .  .  . 0         !
 2008.2!                                  *+  !!           . 0.  .           !
 2008.3!                                + *   !!           .  .0 .           !
 2008.4!                                + *   !!           .  .0 .           !
 2009.1!                               + *    !!           .  .0 .           !
 2009.2!                               +    * !!           .  .  .0          !
 2009.3!                               * +    !!           .0 .  .           !
 2009.4!                            *+        !!           . 0.  .           !
 2010.1!                     *     +          !!         0 .  .  .           !
 2010.2!                  *  +                !!           .0 .  .           !
 2010.3!                    +*                !!           .  .0 .           !
 2010.4!                  *   +               !!           0  .  .           !
 2011.1!                    +                 !!           .  0  .           !
 2011.2!                     +                !!           .  0  .           !
 2011.3!                      +*              !!           .  .0 .           !
 2011.4!                       +*             !!           .  .0 .           !
 2012.1!                      * +             !!           .0 .  .           !
 2012.2!                     *+               !!           . 0.  .           !
 2012.3!                     +*               !!           .  .0 .           !
 2012.4!                       + *            !!           .  . 0.           !


     17.35 percent of the residuals exceed 1 SE
      7.14 percent of the residuals exceed 2 SE
@@EQ 3291 LAARUUA C LARUUA(-1) PRUUA;SMPL 1992.3 2012.4;OLS;EST 3291 PLOT=0;EN
@@EQ 3292 LAAUEUA C LAUEUA(-1) PUEUA;SMPL 1996.3 2012.4;OLS;EST 3292 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PEGUA=EGPX$/UAPMM;                                                      
 GENR LAAEGUA=LOG(AAEGUA+.00001);                                             
 GENR LAEGUA=LOG(AEGUA+.00001);                                               
 LHS AAEGUA=EXP(LAAEGUA)-.00001;                                              
  EQ 3293 LAAEGUA C LAEGUA(-1) PEGUA;                                         
EQUATION 1685  LAAEGUA  
   RHS     C  LAEGUA(-1)  PEGUA  
 SMPL 1988.3 2012.4;                                                          
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
 OLS;EST 1685 PLOT=0;END;                                                     

Equation number = 1685
**********************

Dependent variable = LAAEGUA 

 1988.3 -   2012.4,    0 missing obs.,   98 obs. used.

Mean of dependent variable       -6.316446060

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.646187947       0.290124788  -2.22728     1.000000
15464 LAEGUA  ( -1)       0.789560053       0.068292921  11.56137    -6.327745
15462 PEGUA   (  0)      -0.570730513       0.267611100  -2.13269     1.181159

SE of equation            =     0.263533210
Sum of squared residuals  =  6.59772649      -0.115321086E-10
Average absolute error    =     0.196543510
Sum of ABS residuals      =  19.2612640    
R squared                 =   0.80471
Durbin-Watson statistic   =   2.19411
SMPL and No. Obs.         = 1988.3   2012.4     98

Plot of actual(*) and fitted(+) values and residuals(0)


 1988.3!        * +                           !!         .  0 .    .         !
 1988.4!    *    +                            !!        0.    .    .         !
 1989.1!   *  +                               !!         . 0  .    .         !
 1989.2!  *  +                                !!         .0   .    .         !
 1989.3!  * +                                 !!         .  0 .    .         !
 1989.4!*    +                                !!         0    .    .         !
 1990.1!   +  *                               !!         .    .  0 .         !
 1990.2!     *  +                             !!         . 0  .    .         !
 1990.3!      + *                             !!         .    . 0  .         !
 1990.4!       *  +                           !!         .0   .    .         !
 1991.1*          +                           !!  0      .    .    .         !
 1991.2! +  *                                 !!         .    .  0 .         !
 1991.3!*    +                                !!        0.    .    .         !
 1991.4!*   +                                 !!         .0   .    .         !
 1992.1!   +      *                           !!         .    .    . 0       !
 1992.2!      *    +                          !!         0    .    .         !
 1992.3!        *+                            !!         .   0.    .         !
 1992.4!*         +                           !!    0    .    .    .         !
 1993.1!  *+                                  !!         .   0.    .         !
 1993.2! *   +                                !!         .0   .    .         !
 1993.3!    +  *                              !!         .    .  0 .         !
 1993.4!        +       *                     !!         .    .    .  0      !
 1994.1!     *         +                      !!    0    .    .    .         !
 1994.2!     +      *                         !!         .    .    . 0       !
 1994.3!            +          *              !!         .    .    .       0 !
 1994.4!            *        +                !!    0    .    .    .         !
 1995.1!          * +                         !!         .  0 .    .         !
 1995.2!          +       *                   !!         .    .    .   0     !
 1995.3!          *      +                    !!       0 .    .    .         !
 1995.4!       *  +                           !!         .0   .    .         !
 1996.1!       +      *                       !!         .    .    .  0      !
 1996.2!           * +                        !!         .  0 .    .         !
 1996.3!           + *                        !!         .    . 0  .         !
 1996.4!          * +                         !!         .  0 .    .         !
 1997.1!       *  +                           !!         . 0  .    .         !
 1997.2!     * +                              !!         .  0 .    .         !
 1997.3!      +                               !!         .    0    .         !
 1997.4!    * +                               !!         .  0 .    .         !
 1998.1!    +*                                !!         .    .0   .         !
 1998.2!     +   *                            !!         .    .    0         !
 1998.3!    *   +                             !!         .0   .    .         !
 1998.4!    +   *                             !!         .    .   0.         !
 1999.1! *     +                              !!        0.    .    .         !
 1999.2!+     *                               !!         .    .    . 0       !
 1999.3!     +                                !!         .    0    .         !
 1999.4!     +*                               !!         .    .0   .         !
 2000.1!       +             *                !!         .    .    .         0
 2000.2!                   + *                !!         .    . 0  .         !
 2000.3!                    +*                !!         .    . 0  .         !
 2000.4!                    +                 !!         .    0    .         !
 2001.1!             *    +                   !!        0.    .    .         !
 2001.2!             +                        !!         .    0    .         !
 2001.3!           * +                        !!         .   0.    .         !
 2001.4!        *   +                         !!         .0   .    .         !
 2002.1!         +        *                   !!         .    .    .     0   !
 2002.2!                 + *                  !!         .    . 0  .         !
 2002.3!                 *+                   !!         .  0 .    .         !
 2002.4!               * +                    !!         .  0 .    .         !
 2003.1!                +    *                !!         .    .    .0        !
 2003.2!                   * +                !!         .  0 .    .         !
 2003.3!                  +                   !!         .    0    .         !
 2003.4!                 *+                   !!         .   0.    .         !
 2004.1!                  +                   !!         .    0    .         !
 2004.2!                 * +                  !!         .  0 .    .         !
 2004.3!                 *+                   !!         .   0.    .         !
 2004.4!                * +                   !!         .  0 .    .         !
 2005.1!                  +       *           !!         .    .    .   0     !
 2005.2!                         *+           !!         .   0.    .         !
 2005.3!                        + *           !!         .    . 0  .         !
 2005.4!                         +    *       !!         .    .    0         !
 2006.1!                         *  +         !!         .0   .    .         !
 2006.2!                        + *           !!         .    . 0  .         !
 2006.3!                        * +           !!         .   0.    .         !
 2006.4!                        +             !!         .   0.    .         !
 2007.1!               *        +             !!     0   .    .    .         !
 2007.2!              *  +                    !!         .0   .    .         !
 2007.3!           *    +                     !!         0    .    .         !
 2007.4!              +*                      !!         .    .0   .         !
 2008.1!                 +            *       !!         .    .    .       0 !
 2008.2!                             +*       !!         .    .0   .         !
 2008.3!                         *   +        !!         0    .    .         !
 2008.4!                    *   +             !!         .0   .    .         !
 2009.1!                     +         *      !!         .    .    .     0   !
 2009.2!                             +   *    !!         .    .   0.         !
 2009.3!                               +*     !!         .    .0   .         !
 2009.4!                               +   *  !!         .    .   0.         !
 2010.1!                                 +    !!         .    .0   .         !
 2010.2!                                + *   !!         .    . 0  .         !
 2010.3!                                +*    !!         .    .0   .         !
 2010.4!                                +     !!         .    0    .         !
 2011.1!                               +   *  !!         .    .   0.         !
 2011.2!                                  +   *!         .    .    0         !
 2011.3!                                  * + !!         .  0 .    .         !
 2011.4!                                +*    !!         .    .0   .         !
 2012.1!                               *+     !!         .   0.    .         !
 2012.2!                             *+       !!         .   0.    .         !
 2012.3!                            +         !!         .    0    .         !
 2012.4!                           + *        !!         .    . 0  .         !


     26.53 percent of the residuals exceed 1 SE
      8.16 percent of the residuals exceed 2 SE
@@EQ 3294 LAAISUA C LAISUA(-1) PISUA;SMPL 2013.1 2012.4;OLS;EST 3294 PLOT=0;EN
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PKEUA=KEPX$/UAPMM;                                                      
 GENR LAAKEUA=LOG(AAKEUA+.00001);                                             
 GENR LAKEUA=LOG(AKEUA+.00001);                                               
 LHS AAKEUA=EXP(LAAKEUA)-.00001;                                              
  EQ 3295 LAAKEUA C LAKEUA(-1) PKEUA;                                         
EQUATION 1686  LAAKEUA  
   RHS     C  LAKEUA(-1)  PKEUA  
 SMPL 1979.3 2012.4;                                                          
Sample period is now  1979.3 to  2012.4 Internally:   111 to   244
 OLS;EST 1686 PLOT=0;END;                                                     

Equation number = 1686
**********************

Dependent variable = LAAKEUA 

 1979.3 -   2012.4,    0 missing obs.,  134 obs. used.

Mean of dependent variable       -7.596885378

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.738306934       0.518266168  -3.35408     1.000000
15467 LAKEUA  ( -1)       0.752984280       0.057587236  13.07554    -7.594081
15465 PKEUA   (  0)      -0.118694821       0.299082371  -0.39686     1.182486

SE of equation            =     0.486245408
Sum of squared residuals  =  30.9729322       0.217701412E-10
Average absolute error    =     0.219328822
Sum of ABS residuals      =  29.3900622    
R squared                 =   0.57513
Durbin-Watson statistic   =   1.65785
SMPL and No. Obs.         = 1979.3   2012.4    134

Plot of actual(*) and fitted(+) values and residuals(0)


 1979.3!            +  *                      !!            . .0.            !
 1979.4!             +  *                     !!            . .0.            !
 1980.1!              +  *                    !!            . .0.            !
 1980.2!              *+                      !!            .0. .            !
 1980.3!        *   +                         !!            0 . .            !
 1980.4!    *   +                             !!            0 . .            !
 1981.1!  *  +                                !!            .0. .            !
 1981.2!    +                                 !!            . 0 .            !
 1981.3!     +   *                            !!            . . 0            !
 1981.4!       * +                            !!            .0. .            !
 1982.1!      *+                              !!            .0. .            !
 1982.2!      +                               !!            . 0 .            !
 1982.3!     *+                               !!            .0. .            !
 1982.4!    *+                                !!            .0. .            !
 1983.1!    *+                                !!            . 0 .            !
 1983.2!    *+                                !!            . 0 .            !
 1983.3!     +*                               !!            . .0.            !
 1983.4!    *  +                              !!            .0. .            !
 1984.1!     + *                              !!            . .0.            !
 1984.2!       +                              !!            . 0 .            !
 1984.3!      *+                              !!            .0. .            !
 1984.4!      +*                              !!            . 0 .            !
 1985.1!     * +                              !!            .0. .            !
 1985.2!     +*                               !!            . 0 .            !
 1985.3!     *+                               !!            . 0 .            !
 1985.4!      +                               !!            . 0 .            !
 1986.1!      +*                              !!            . 0 .            !
 1986.2!       +                              !!            . 0 .            !
 1986.3!       + *                            !!            . .0.            !
 1986.4!        +                             !!            . 0 .            !
 1987.1!      * +                             !!            .0. .            !
 1987.2!      *+                              !!            .0. .            !
 1987.3!    * +                               !!            .0. .            !
 1987.4!    *+                                !!            . 0 .            !
 1988.1!   * +                                !!            .0. .            !
 1988.2!    +                                 !!            . 0 .            !
 1988.3!   * +                                !!            .0. .            !
 1988.4! *   +                                !!            .0. .            !
 1989.1!  *+                                  !!            .0. .            !
 1989.2! * +                                  !!            .0. .            !
 1989.3!* +                                   !!            .0. .            !
 1989.4!* +                                   !!            .0. .            !
 1990.1! *+                                   !!            . 0 .            !
 1990.2!  *+                                  !!            .0. .            !
 1990.3!   +*                                 !!            . 0 .            !
 1990.4!    *+                                !!            . 0 .            !
 1991.1!   * +                                !!            .0. .            !
 1991.2!*   +                                 !!            0 . .            !
 1991.3!  +                                   !!            . 0 .            !
 1991.4! * +                                  !!            .0. .            !
 1992.1!   +                               *  !!            . . .            0
 1992.2!                            +       * !!            . . . 0          !
 1992.3!                             +        *!            . . . 0          !
 1992.4!                               +   *  !!            . . 0            !
 1993.1!   *                         +        !!  0         . . .            !
 1993.2!  *  +                                !!            .0. .            !
 1993.3!   +                                  !!            . 0 .            !
 1993.4!  * +                                 !!            .0. .            !
 1994.1*   +                                  !!            0 . .            !
 1994.2! +                                    !!            . 0 .            !
 1994.3!   +*                                 !!            . .0.            !
 1994.4! *   +                                !!            0 . .            !
 1995.1!   +*                                 !!            . .0.            !
 1995.2!     +                                !!            . 0 .            !
 1995.3!     +*                               !!            . 0 .            !
 1995.4!    * +                               !!            .0. .            !
 1996.1!     +                                !!            . 0 .            !
 1996.2!     +                                !!            . 0 .            !
 1996.3!   *  +                               !!            .0. .            !
 1996.4!  * +                                 !!            .0. .            !
 1997.1!    +    *                            !!            . . 0            !
 1997.2!        +*                            !!            . 0 .            !
 1997.3!      * +                             !!            .0. .            !
 1997.4!     *+                               !!            . 0 .            !
 1998.1!      +  *                            !!            . .0.            !
 1998.2!        + *                           !!            . .0.            !
 1998.3!         +*                           !!            . 0 .            !
 1998.4!         +                            !!            . 0 .            !
 1999.1!        *+                            !!            .0. .            !
 1999.2!       + *                            !!            . .0.            !
 1999.3!         +*                           !!            . 0 .            !
 1999.4!         +                            !!            . 0 .            !
 2000.1!         +   *                        !!            . . 0            !
 2000.2!           +*                         !!            . .0.            !
 2000.3!           +  *                       !!            . .0.            !
 2000.4!            +  *                      !!            . .0.            !
 2001.1!             +   *                    !!            . . 0            !
 2001.2!               + *                    !!            . .0.            !
 2001.3!              +   *                   !!            . . 0            !
 2001.4!                +*                    !!            . .0.            !
 2002.1!          *    +                      !!            0 . .            !
 2002.2!          +*                          !!            . 0 .            !
 2002.3!          +                           !!            . 0 .            !
 2002.4!          +                           !!            . 0 .            !
 2003.1!         *+                           !!            . 0 .            !
 2003.2!        *+                            !!            .0. .            !
 2003.3!        +                             !!            . 0 .            !
 2003.4!        +                             !!            . 0 .            !
 2004.1!        +                             !!            . 0 .            !
 2004.2!        +                             !!            . 0 .            !
 2004.3!        +                             !!            . 0 .            !
 2004.4!       *+                             !!            . 0 .            !
 2005.1!       +*                             !!            . 0 .            !
 2005.2!       *+                             !!            . 0 .            !
 2005.3!      *+                              !!            . 0 .            !
 2005.4!      *+                              !!            . 0 .            !
 2006.1!       +                              !!            . 0 .            !
 2006.2!        +                             !!            . 0 .            !
 2006.3!        +                             !!            . 0 .            !
 2006.4!       *+                             !!            . 0 .            !
 2007.1!        +                             !!            . 0 .            !
 2007.2!        +                             !!            . 0 .            !
 2007.3!        +                             !!            . 0 .            !
 2007.4!        +                             !!            . 0 .            !
 2008.1!        +*                            !!            . 0 .            !
 2008.2!        *+                            !!            .0. .            !
 2008.3!       *+                             !!            . 0 .            !
 2008.4!       +*                             !!            . 0 .            !
 2009.1!        +*                            !!            . 0 .            !
 2009.2!         +                            !!            . 0 .            !
 2009.3!         +*                           !!            . 0 .            !
 2009.4!         +*                           !!            . 0 .            !
 2010.1!         +*                           !!            . 0 .            !
 2010.2!         +*                           !!            . 0 .            !
 2010.3!         +*                           !!            . 0 .            !
 2010.4!          +                           !!            . 0 .            !
 2011.1!         +                            !!            . 0 .            !
 2011.2!         +*                           !!            . 0 .            !
 2011.3!         +*                           !!            . 0 .            !
 2011.4!         +                            !!            . 0 .            !
 2012.1!         +                            !!            . 0 .            !
 2012.2!         +                            !!            . 0 .            !
 2012.3!         +                            !!            . 0 .            !
 2012.4!         +                            !!            . 0 .            !


      6.72 percent of the residuals exceed 1 SE
      2.24 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PBAUA=BAPX$/UAPMM;                                                      
 GENR LAABAUA=LOG(AABAUA+.00001);                                             
 GENR LABAUA=LOG(ABAUA+.00001);                                               
 LHS AABAUA=EXP(LAABAUA)-.00001;                                              
  EQ 3296 LAABAUA C LABAUA(-1) PBAUA;                                         
EQUATION 1687  LAABAUA  
   RHS     C  LABAUA(-1)  PBAUA  
 SMPL 1977.4 2012.4;                                                          
Sample period is now  1977.4 to  2012.4 Internally:   104 to   244
 OLS;EST 1687 PLOT=0;END;                                                     

Equation number = 1687
**********************

Dependent variable = LAABAUA 

 1977.4 -   2012.4,    0 missing obs.,  141 obs. used.

Mean of dependent variable       -7.944189923

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.734890096       0.434217965  -3.99544     1.000000
15470 LABAUA  ( -1)       0.751629947       0.055135575  13.63240    -7.957745
15468 PBAUA   (  0)      -0.165037237       0.122007856  -1.35268     1.381629

SE of equation            =     0.414652469
Sum of squared residuals  =  23.7272604      -0.887379059E-11
Average absolute error    =     0.326468211
Sum of ABS residuals      =  46.0320177    
R squared                 =   0.59966
Durbin-Watson statistic   =   2.00733
SMPL and No. Obs.         = 1977.4   2012.4    141

Plot of actual(*) and fitted(+) values and residuals(0)


 1977.4!          + *                         !!        .     .  0  .        !
 1978.1!         *   +                        !!        0     .     .        !
 1978.2!           +     *                    !!        .     .     . 0      !
 1978.3!          *      +                    !!     0  .     .     .        !
 1978.4!          * +                         !!        .   0 .     .        !
 1979.1!       *    +                         !!       0.     .     .        !
 1979.2!         +      *                     !!        .     .     .   0    !
 1979.3!            *   +                     !!        0     .     .        !
 1979.4!          *  +                        !!        . 0   .     .        !
 1980.1!     *     +                          !!     0  .     .     .        !
 1980.2!        +                             !!        .     0     .        !
 1980.3!       *  +                           !!        .  0  .     .        !
 1980.4!*         +                           !!0       .     .     .        !
 1981.1!    +*                                !!        .     . 0   .        !
 1981.2*         +                            !! 0      .     .     .        !
 1981.3!    +         *                       !!        .     .     .      0 !
 1981.4!               +   *                  !!        .     .    0.        !
 1982.1!                 *  +                 !!        . 0   .     .        !
 1982.2!                 +*                   !!        .     .0    .        !
 1982.3!                  +                   !!        .     0     .        !
 1982.4!             *    +                   !!       0.     .     .        !
 1983.1!              *+                      !!        .     0     .        !
 1983.2!                +  *                  !!        .     .    0.        !
 1983.3!                   +   *              !!        .     .   0 .        !
 1983.4!                      + *             !!        .     . 0   .        !
 1984.1!                      +*              !!        .     0     .        !
 1984.2!                     + *              !!        .     . 0   .        !
 1984.3!                     +      *         !!        .     .     .  0     !
 1984.4!                   *    +             !!       0.     .     .        !
 1985.1!                 +*                   !!        .     . 0   .        !
 1985.2!                +  *                  !!        .     .  0  .        !
 1985.3!                  +    *              !!        .     .     .0       !
 1985.4!                 *    +               !!        0     .     .        !
 1986.1!                  +*                  !!        .     . 0   .        !
 1986.2!                   +                  !!        .    0.     .        !
 1986.3!                   +  *               !!        .     .    0.        !
 1986.4!                      +  *            !!        .     .   0 .        !
 1987.1!                        +  *          !!        .     .    0.        !
 1987.2!                      *   +           !!        .0    .     .        !
 1987.3!                     +                !!        .    0.     .        !
 1987.4!              *      +                !!    0   .     .     .        !
 1988.1!              *+                      !!        .   0 .     .        !
 1988.2!               +   *                  !!        .     .    0.        !
 1988.3!                   +*                 !!        .     .0    .        !
 1988.4!               *    +                 !!       0.     .     .        !
 1989.1!                +*                    !!        .     .0    .        !
 1989.2!       *         +                    !! 0      .     .     .        !
 1989.3!          +     *                     !!        .     .     .0       !
 1989.4!                 +         *          !!        .     .     .      0 !
 1990.1!                         + *          !!        .     . 0   .        !
 1990.2!                      *  +            !!        . 0   .     .        !
 1990.3!                     +*               !!        .     .0    .        !
 1990.4!                      +     *         !!        .     .     . 0      !
 1991.1!                     *    +           !!       0.     .     .        !
 1991.2!                  * +                 !!        .  0  .     .        !
 1991.3!                  +    *              !!        .     .     0        !
 1991.4!                      +        *      !!        .     .     .    0   !
 1992.1!                    *       +         !!   0    .     .     .        !
 1992.2!                 *  +                 !!        .0    .     .        !
 1992.3!                  +*                  !!        .     .0    .        !
 1992.4!                  *+                  !!        .    0.     .        !
 1993.1!             *     +                  !!       0.     .     .        !
 1993.2!           *   +                      !!        0     .     .        !
 1993.3!             +    *                   !!        .     .     .0       !
 1993.4!                   +*                 !!        .     . 0   .        !
 1994.1!               *    +                 !!       0.     .     .        !
 1994.2!                +                     !!        .     .0    .        !
 1994.3!                 +      *             !!        .     .     .  0     !
 1994.4!                       + *            !!        .     . 0   .        !
 1995.1!                     *  +             !!        .  0  .     .        !
 1995.2!                     + *              !!        .     . 0   .        !
 1995.3!                   *  +               !!        . 0   .     .        !
 1995.4!          *        +                  !!  0     .     .     .        !
 1996.1!            +   *                     !!        .     .    0.        !
 1996.2!                 +      *             !!        .     .     .  0     !
 1996.3!                    *  +              !!        . 0   .     .        !
 1996.4!                   *+                 !!        .    0.     .        !
 1997.1!             *     +                  !!     0  .     .     .        !
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 1997.3!                +       *             !!        .     .     .    0   !
 1997.4!                       +  *           !!        .     .   0 .        !
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 1998.2!                      +   *           !!        .     .    0.        !
 1998.3!                        +   *         !!        .     .   0 .        !
 1998.4!                       *  +           !!        . 0   .     .        !
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 1999.2!                *  +                  !!        . 0   .     .        !
 1999.3!                +      *              !!        .     .     . 0      !
 1999.4!                      + *             !!        .     .  0  .        !
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 2000.3!                                 +   *!!        .     .    0.        !
 2000.4!                                 +   *!!        .     .     0        !
 2001.1!                                 +    *!        .     .     .0       !
 2001.2!                                  + * !!        .     .  0  .        !
 2001.3!                     *          +     !0        .     .     .        !
 2001.4!                     + *              !!        .     .  0  .        !
 2002.1!                      +  *            !!        .     .  0  .        !
 2002.2!                     *  +             !!        . 0   .     .        !
 2002.3!                     + *              !!        .     .  0  .        !
 2002.4!                   *  +               !!        . 0   .     .        !
 2003.1!                  * +                 !!        .   0 .     .        !
 2003.2!                   +  *               !!        .     .   0 .        !
 2003.3!                      +               !!        .     0     .        !
 2003.4!                    * +               !!        .   0 .     .        !
 2004.1!                *   +                 !!        0     .     .        !
 2004.2!                  +  *                !!        .     .   0 .        !
 2004.3!                  *  +                !!        . 0   .     .        !
 2004.4!                 * +                  !!        .  0  .     .        !
 2005.1!          *       +                   !!    0   .     .     .        !
 2005.2!           * +                        !!        .   0 .     .        !
 2005.3!              +     *                 !!        .     .     . 0      !
 2005.4!              *     +                 !!      0 .     .     .        !
 2006.1!          *     +                     !!      0 .     .     .        !
 2006.2!             +                        !!        .     0     .        !
 2006.3!               +*                     !!        .     .0    .        !
 2006.4!                *+                    !!        .   0 .     .        !
 2007.1!           *     +                    !!      0 .     .     .        !
 2007.2!             *+                       !!        .    0.     .        !
 2007.3!               *+                     !!        .    0.     .        !
 2007.4!                 +                    !!        .     .0    .        !
 2008.1!                   +                  !!        .     0     .        !
 2008.2!                 *  +                 !!        . 0   .     .        !
 2008.3!               *  +                   !!        . 0   .     .        !
 2008.4!               * +                    !!        .   0 .     .        !
 2009.1!                 +   *                !!        .     .     0        !
 2009.2!                     +*               !!        .     .0    .        !
 2009.3!                      +*              !!        .     .0    .        !
 2009.4!                      *+              !!        .    0.     .        !
 2010.1!                      +               !!        .     0     .        !
 2010.2!                      +               !!        .     .0    .        !
 2010.3!                      + *             !!        .     . 0   .        !
 2010.4!                       + *            !!        .     .  0  .        !
 2011.1!                         +   *        !!        .     .     0        !
 2011.2!                           *+         !!        .    0.     .        !
 2011.3!                          + *         !!        .     .   0 .        !
 2011.4!                           +          !!        .     0     .        !
 2012.1!                          +*          !!        .     . 0   .        !
 2012.2!                          +  *        !!        .     .   0 .        !
 2012.3!                           + *        !!        .     .  0  .        !
 2012.4!                            +*        !!        .     .0    .        !


     31.21 percent of the residuals exceed 1 SE
      4.96 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PHKUA=HKPX$/UAPMM;                                                      
 GENR LAAHKUA=LOG(AAHKUA+.00001);                                             
 GENR LAHKUA=LOG(AHKUA+.00001);                                               
 LHS AAHKUA=EXP(LAAHKUA)-.00001;                                              
  EQ 3297 LAAHKUA C LAHKUA(-1) PHKUA;                                         
EQUATION 1688  LAAHKUA  
   RHS     C  LAHKUA(-1)  PHKUA  
 SMPL 1966.1 2012.4;                                                          
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
 OLS;EST 1688 PLOT=0;END;                                                     

Equation number = 1688
**********************

Dependent variable = LAAHKUA 

 1966.1 -   2012.4,    0 missing obs.,  188 obs. used.

Mean of dependent variable       -3.939493446

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -0.521336766       0.123531471  -4.22027     1.000000
15473 LAHKUA  ( -1)       0.839806104       0.036939853  22.73442    -3.947194
15471 PHKUA   (  0)      -0.064661201       0.029387274  -2.20031     1.597237

SE of equation            =     0.175880173
Sum of squared residuals  =  5.72275954      -0.965316715E-11
Average absolute error    =     0.128821738
Sum of ABS residuals      =  24.2184867    
R squared                 =   0.83418
Durbin-Watson statistic   =   2.54090
SMPL and No. Obs.         = 1966.1   2012.4    188

Plot of actual(*) and fitted(+) values and residuals(0)


 1966.1!      * +                             !!          .0  .   .          !
 1966.2!        +                             !!          .  0.   .          !
 1966.3!      *   +                           !!       0  .   .   .          !
 1966.4*        +                             !0          .   .   .          !
 1967.1!  +       *                           !!          .   .   .       0  !
 1967.2!           + *                        !!          .   . 0 .          !
 1967.3!        *     +                       !!    0     .   .   .          !
 1967.4!        * +                           !!          .0  .   .          !
 1968.1!          +        *                  !!          .   .   .         0!
 1968.2!                 *+                   !!          . 0 .   .          !
 1968.3!                 +  *                 !!          .   .  0.          !
 1968.4!              *     +                 !!    0     .   .   .          !
 1969.1!               +    *                 !!          .   .   .    0     !
 1969.2!                 *  +                 !!        0 .   .   .          !
 1969.3!                 +*                   !!          .   .0  .          !
 1969.4!               *   +                  !!        0 .   .   .          !
 1970.1!                +     *               !!          .   .   .     0    !
 1970.2!                      +               !!          .   0   .          !
 1970.3!                     + *              !!          .   . 0 .          !
 1970.4!                   *   +              !!        0 .   .   .          !
 1971.1!                   +    *             !!          .   .   .   0      !
 1971.2!                      * +             !!          .0  .   .          !
 1971.3!                     +*               !!          .   .0  .          !
 1971.4!                    * +               !!          0   .   .          !
 1972.1!                    +   *             !!          .   .   . 0        !
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 1972.4!                *     +               !!     0    .   .   .          !
 1973.1!                 +*                   !!          .   . 0 .          !
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 1973.4!                     *+               !!          . 0 .   .          !
 1974.1!                    + *               !!          .   .  0.          !
 1974.2!                     +*               !!          .   0   .          !
 1974.3!                     +                !!          .  0.   .          !
 1974.4!            *        +                !!0         .   .   .          !
 1975.1!              +         *             !!          .   .   .          0
 1975.2!                        +             !!          .   0   .          !
 1975.3!                     *   +            !!         0.   .   .          !
 1975.4!                      +               !!          .   0   .          !
 1976.1!                     * +              !!          .0  .   .          !
 1976.2!                 *   +                !!       0  .   .   .          !
 1976.3!                  *+                  !!          . 0 .   .          !
 1976.4!                  *+                  !!          . 0 .   .          !
 1977.1!                  *+                  !!          . 0 .   .          !
 1977.2!                *  +                  !!        0 .   .   .          !
 1977.3!                 +                    !!          .   0   .          !
 1977.4!                 * +                  !!          . 0 .   .          !
 1978.1!                *  +                  !!         0.   .   .          !
 1978.2!                  +                   !!          .   .0  .          !
 1978.3!                    +                 !!          .   0   .          !
 1978.4!                     + *              !!          .   .   0          !
 1979.1!                        +             !!          .   .0  .          !
 1979.2!                         +*           !!          .   . 0 .          !
 1979.3!                          +  *        !!          .   .   0          !
 1979.4!                         *  +         !!         0.   .   .          !
 1980.1!                          +*          !!          .   . 0 .          !
 1980.2!                           +          !!          .  0.   .          !
 1980.3!                        *  +          !!          0   .   .          !
 1980.4!                    *    +            !!     0    .   .   .          !
 1981.1!                     +    *           !!          .   .   .    0     !
 1981.2!                          *+          !!          . 0 .   .          !
 1981.3!                        * +           !!          .0  .   .          !
 1981.4!                       * +            !!          .0  .   .          !
 1982.1!                      * +             !!          .0  .   .          !
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 1983.3!                           +          !!          .   0   .          !
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 1984.4!                          *+          !!          . 0 .   .          !
 1985.1!                        * +           !!          0   .   .          !
 1985.2!                         +            !!          .   0   .          !
 1985.3!                         + *          !!          .   .  0.          !
 1985.4!                         * +          !!          0   .   .          !
 1986.1!                         + *          !!          .   . 0 .          !
 1986.2!                       *   +          !!        0 .   .   .          !
 1986.3!                        +*            !!          .   .  0.          !
 1986.4!                          +  *        !!          .   .   .0         !
 1987.1!                             + *      !!          .   .  0.          !
 1987.2!                             *+       !!          . 0 .   .          !
 1987.3!                            *+        !!          .  0.   .          !
 1987.4!                            +         !!          .   0   .          !
 1988.1!                            + *       !!          .   .  0.          !
 1988.2!                              +*      !!          .   .0  .          !
 1988.3!                              + *     !!          .   .  0.          !
 1988.4!                              *+      !!          . 0 .   .          !
 1989.1!                              +       !!          .   .0  .          !
 1989.2!                             *+       !!          .   0   .          !
 1989.3!                             + *      !!          .   .  0.          !
 1989.4!                              +       !!          .   0   .          !
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 1990.3!                             + *      !!          .   . 0 .          !
 1990.4!                              +*      !!          .   .0  .          !
 1991.1!                            *  +      !!          0   .   .          !
 1991.2!                            +   *     !!          .   .   .  0       !
 1991.3!                               +*     !!          .   . 0 .          !
 1991.4!                                +*    !!          .   .  0.          !
 1992.1!                            *   +     !!       0  .   .   .          !
 1992.2!                            +   *     !!          .   .   .  0       !
 1992.3!                               +  *   !!          .   .   0          !
 1992.4!                                 +*   !!          .   .0  .          !
 1993.1!                                 + *  !!          .   .   0          !
 1993.2!                                 *+   !!          . 0 .   .          !
 1993.3!                                +   * !!          .   .   . 0        !
 1993.4!                                  +*  !!          .   .0  .          !
 1994.1!                                  +   !!          .   .0  .          !
 1994.2!                                 +    !!          .  0.   .          !
 1994.3!                                +  *  !!          .   .   .0         !
 1994.4!                                 +    !!          .   0   .          !
 1995.1!                                +  *  !!          .   .   .0         !
 1995.2!                                  +   !!          .  0.   .          !
 1995.3!                                 +   *!!          .   .   . 0        !
 1995.4!                                   +  !!          .   0   .          !
 1996.1!                                  +   *!          .   .   .  0       !
 1996.2!                                    + !!          .  0.   .          !
 1996.3!                                  + * !!          .   . 0 .          !
 1996.4!                                * +   !!          0   .   .          !
 1997.1!                               +  *   !!          .   .   0          !
 1997.2!                                 +*   !!          .   . 0 .          !
 1997.3!                                +  *  !!          .   .   0          !
 1997.4!                                 +*   !!          .   0   .          !
 1998.1!                                +     !!          .  0.   .          !
 1998.2!                              *+      !!          .  0.   .          !
 1998.3!                              +       !!          .   0   .          !
 1998.4!                          *  +        !!         0.   .   .          !
 1999.1!                          +           !!          .  0.   .          !
 1999.2!                          + *         !!          .   .   0          !
 1999.3!                           +          !!          .  0.   .          !
 1999.4!                           + *        !!          .   .  0.          !
 2000.1!                            + *       !!          .   .   0          !
 2000.2!                              +*      !!          .   . 0 .          !
 2000.3!                               +      !!          .   0   .          !
 2000.4!                              +       !!          .  0.   .          !
 2001.1!                             +        !!          .  0.   .          !
 2001.2!                             +*       !!          .   .0  .          !
 2001.3!                             + *      !!          .   . 0 .          !
 2001.4!                            * +       !!          .0  .   .          !
 2002.1!                            + *       !!          .   .  0.          !
 2002.2!                              +*      !!          .   . 0 .          !
 2002.3!                               +      !!          .   .0  .          !
 2002.4!                              *+      !!          .  0.   .          !
 2003.1!                              +   *   !!          .   .   .   0      !
 2003.2!                                *+    !!          .0  .   .          !
 2003.3!                               + *    !!          .   .  0.          !
 2003.4!                              * +     !!          0   .   .          !
 2004.1!                              + *     !!          .   .   0          !
 2004.2!                                +     !!          .   0   .          !
 2004.3!                               *+     !!          .  0.   .          !
 2004.4!                               +  *   !!          .   .   .0         !
 2005.1!                             *   +    !!       0  .   .   .          !
 2005.2!                           * +        !!          .0  .   .          !
 2005.3!                           +          !!          .  0.   .          !
 2005.4!                          * +         !!          . 0 .   .          !
 2006.1!                          *+          !!          .  0.   .          !
 2006.2!                          *+          !!          .  0.   .          !
 2006.3!                           + *        !!          .   .   .0         !
 2006.4!                           * +        !!          0   .   .          !
 2007.1!                           +*         !!          .   0   .          !
 2007.2!                            +*        !!          .   . 0 .          !
 2007.3!                             +        !!          .   0   .          !
 2007.4!                          *   +       !!         0.   .   .          !
 2008.1!                           +*         !!          .   .0  .          !
 2008.2!                         *  +         !!        0 .   .   .          !
 2008.3!                       *  +           !!          0   .   .          !
 2008.4!                       *+             !!          . 0 .   .          !
 2009.1!                        + *           !!          .   .  0.          !
 2009.2!                          *+          !!          .  0.   .          !
 2009.3!                          *+          !!          .  0.   .          !
 2009.4!                           +*         !!          .   .0  .          !
 2010.1!                           *+         !!          .  0.   .          !
 2010.2!                          * +         !!          .0  .   .          !
 2010.3!                         * +          !!          .0  .   .          !
 2010.4!                         *+           !!          .   0   .          !
 2011.1!                          +  *        !!          .   .   0          !
 2011.2!                             +*       !!          .   . 0 .          !
 2011.3!                           *  +       !!         0.   .   .          !
 2011.4!                        *   +         !!        0 .   .   .          !
 2012.1!                         +    *       !!          .   .   .  0       !
 2012.2!                             *+       !!          .  0.   .          !
 2012.3!                          *  +        !!        0 .   .   .          !
 2012.4!                           +*         !!          .   . 0 .          !


     24.47 percent of the residuals exceed 1 SE
      4.79 percent of the residuals exceed 2 SE
 SMPL 1960.1 2012.4;                                                          
Sample period is now  1960.1 to  2012.4 Internally:    33 to   244
 GENR PSIUA=SIPX$/UAPMM;                                                      
 GENR LAASIUA=LOG(AASIUA+.00001);                                             
 GENR LASIUA=LOG(ASIUA+.00001);                                               
 LHS AASIUA=EXP(LAASIUA)-.00001;                                              
  EQ 3298 LAASIUA C LASIUA(-1) PSIUA;                                         
EQUATION 1689  LAASIUA  
   RHS     C  LASIUA(-1)  PSIUA  
 SMPL 1975.3 2012.4;                                                          
Sample period is now  1975.3 to  2012.4 Internally:    95 to   244
 OLS;EST 1689 PLOT=0;END;                                                     

Equation number = 1689
**********************

Dependent variable = LAASIUA 

 1975.3 -   2012.4,    0 missing obs.,  150 obs. used.

Mean of dependent variable       -3.761000883

                     Coef est             SE           T statistic      Mean
   40 C       (  0)      -1.437914808       0.216716307  -6.63501     1.000000
15476 LASIUA  ( -1)       0.517063828       0.070139796   7.37190    -3.766016
15474 PSIUA   (  0)      -0.252308531       0.057961529  -4.35303     1.489507

SE of equation            =     0.172677489
Sum of squared residuals  =  4.38317475       0.823208168E-11
Average absolute error    =     0.127420062
Sum of ABS residuals      =  19.1130093    
R squared                 =   0.58786
Durbin-Watson statistic   =   2.20844
SMPL and No. Obs.         = 1975.3   2012.4    150

Plot of actual(*) and fitted(+) values and residuals(0)


 1975.3!       *  +                           !!           .0 .  .           !
 1975.4!         * +                          !!           .0 .  .           !
 1976.1!    *       +                         !!        0  .  .  .           !
 1976.2!         +   *                        !!           .  .  0           !
 1976.3!              +   *                   !!           .  .  0           !
 1976.4!             *  +                     !!           0  .  .           !
 1977.1!          *    +                      !!          0.  .  .           !
 1977.2!             +      *                 !!           .  .  .  0        !
 1977.3! *                 +                  !0           .  .  .           !
 1977.4!        +*                            !!           .  0  .           !
 1978.1!             +*                       !!           .  0  .           !
 1978.2!                +   *                 !!           .  .  .0          !
 1978.3!               *    +                 !!          0.  .  .           !
 1978.4!              *  +                    !!           0  .  .           !
 1979.1!           *    +                     !!          0.  .  .           !
 1979.2!              +         *             !!           .  .  .     0     !
 1979.3!                     +*               !!           .  .0 .           !
 1979.4!                  *+                  !!           . 0.  .           !
 1980.1!                 +    *               !!           .  .  . 0         !
 1980.2!                  * +                 !!           . 0.  .           !
 1980.3!                 +    *               !!           .  .  .0          !
 1980.4!              *    +                  !!          0.  .  .           !
 1981.1!             +             *          !!           .  .  .        0  !
 1981.2!                    *+                !!           . 0.  .           !
 1981.3!             *   +                    !!           0  .  .           !
 1981.4!             +   *                    !!           .  .  0           !
 1982.1!    *          +                      !!    0      .  .  .           !
 1982.2*        +                             !!      0    .  .  .           !
 1982.3*      +                               !!        0  .  .  .           !
 1982.4!    *+                                !!           . 0.  .           !
 1983.1!       *+                             !!           . 0.  .           !
 1983.2!          +                           !!           .  0  .           !
 1983.3!          * +                         !!           .0 .  .           !
 1983.4!          * +                         !!           .0 .  .           !
 1984.1!            +                         !!           .  0  .           !
 1984.2!             + *                      !!           .  . 0.           !
 1984.3!               +  *                   !!           .  .  0           !
 1984.4!         *      +                     !!        0  .  .  .           !
 1985.1!           +   *                      !!           .  .  0           !
 1985.2!           *  +                       !!           .0 .  .           !
 1985.3!             +  *                     !!           .  . 0.           !
 1985.4!         *      +                     !!        0  .  .  .           !
 1986.1!             +  *                     !!           .  . 0.           !
 1986.2!           *     +                    !!         0 .  .  .           !
 1986.3!              *+                      !!           . 0.  .           !
 1986.4!                +  *                  !!           .  .  0           !
 1987.1!                  *+                  !!           . 0.  .           !
 1987.2!                  +*                  !!           .  0  .           !
 1987.3!                 * +                  !!           .0 .  .           !
 1987.4!               *  +                   !!           0  .  .           !
 1988.1!                 +   *                !!           .  .  0           !
 1988.2!                    + *               !!           .  . 0.           !
 1988.3!                  *  +                !!           .0 .  .           !
 1988.4!                  *+                  !!           . 0.  .           !
 1989.1!                  +    *              !!           .  .  .0          !
 1989.2!                     +                !!           .  0  .           !
 1989.3!                  * +                 !!           .0 .  .           !
 1989.4!             *    +                   !!          0.  .  .           !
 1990.1!                +    *                !!           .  .  . 0         !
 1990.2!                    +     *           !!           .  .  . 0         !
 1990.3!                     *+               !!           . 0.  .           !
 1990.4!                   +  *               !!           .  . 0.           !
 1991.1!                    + *               !!           .  .0 .           !
 1991.2!                   +      *           !!           .  .  . 0         !
 1991.3!                      + *             !!           .  . 0.           !
 1991.4!                     + *              !!           .  . 0.           !
 1992.1!                     + *              !!           .  . 0.           !
 1992.2!                     +*               !!           .  .0 .           !
 1992.3!                    +    *            !!           .  .  .0          !
 1992.4!                    * +               !!           .0 .  .           !
 1993.1!                   +*                 !!           .  0  .           !
 1993.2!                   +*                 !!           .  .0 .           !
 1993.3!                   +  *               !!           .  . 0.           !
 1993.4!                    +*                !!           .  .0 .           !
 1994.1!                *  +                  !!           0  .  .           !
 1994.2!                +    *                !!           .  .  .0          !
 1994.3!                   +    *             !!           .  .  .0          !
 1994.4!                     +*               !!           .  .0 .           !
 1995.1!                *   +                 !!           0  .  .           !
 1995.2!                 + *                  !!           .  . 0.           !
 1995.3!                  +   *               !!           .  .  0           !
 1995.4!                   +                  !!           . 0.  .           !
 1996.1!                  +    *              !!           .  .  .0          !
 1996.2!                *   +                 !!           0  .  .           !
 1996.3!                 +  *                 !!           .  .  0           !
 1996.4!                  *+                  !!           .  0  .           !
 1997.1!                  +                   !!           .  0  .           !
 1997.2!                  +*                  !!           .  .0 .           !
 1997.3!                  + *                 !!           .  .0 .           !
 1997.4!                   +*                 !!           .  .0 .           !
 1998.1!                   +    *             !!           .  .  .0          !
 1998.2!                     +                !!           .  0  .           !
 1998.3!                    +*                !!           .  .0 .           !
 1998.4!                   *+                 !!           . 0.  .           !
 1999.1!               *   +                  !!           0  .  .           !
 1999.2!                + *                   !!           .  . 0.           !
 1999.3!                * +                   !!           . 0.  .           !
 1999.4!                 +                    !!           .  0  .           !
 2000.1!                  + *                 !!           .  .0 .           !
 2000.2!                    + *               !!           .  .0 .           !
 2000.3!                      + *             !!           .  . 0.           !
 2000.4!                     *+               !!           . 0.  .           !
 2001.1!                    *+                !!           . 0.  .           !
 2001.2!                     + *              !!           .  . 0.           !
 2001.3!                      +*              !!           .  0  .           !
 2001.4!                      +               !!           .  0  .           !
 2002.1!                    * +               !!           .0 .  .           !
 2002.2!                     +                !!           .  0  .           !
 2002.3!                     +                !!           .  0  .           !
 2002.4!                      +*              !!           .  .0 .           !
 2003.1!                    *  +              !!           .0 .  .           !
 2003.2!                      +*              !!           .  .0 .           !
 2003.3!                       + *            !!           .  .0 .           !
 2003.4!                     *  +             !!           0  .  .           !
 2004.1!                       + *            !!           .  . 0.           !
 2004.2!                      * +             !!           .0 .  .           !
 2004.3!                       +  *           !!           .  . 0.           !
 2004.4!                         + *          !!           .  .0 .           !
 2005.1!                          +  *        !!           .  .  0           !
 2005.2!                           +      *   !!           .  .  .  0        !
 2005.3!                             +        *!           .  .  .   0       !
 2005.4!                          *     +     !!          0.  .  .           !
 2006.1!                   *     +            !!         0 .  .  .           !
 2006.2!                      + *             !!           .  . 0.           !
 2006.3!                        +    *        !!           .  .  .0          !
 2006.4!                           + *        !!           .  . 0.           !
 2007.1!                           +          !!           .  0  .           !
 2007.2!                        * +           !!           .0 .  .           !
 2007.3!                        *+            !!           .  0  .           !
 2007.4!                     *   +            !!           0  .  .           !
 2008.1!                       +*             !!           .  .0 .           !
 2008.2!                     *   +            !!           0  .  .           !
 2008.3!                   *   +              !!          0.  .  .           !
 2008.4!                     *+               !!           . 0.  .           !
 2009.1!                       +   *          !!           .  .  .0          !
 2009.2!                         * +          !!           . 0.  .           !
 2009.3!                         +   *        !!           .  .  0           !
 2009.4!                     *      +         !!         0 .  .  .           !
 2010.1!                       +  *           !!           .  . 0.           !
 2010.2!                      *   +           !!           0  .  .           !
 2010.3!                       *+             !!           .  0  .           !
 2010.4!                        *+            !!           .  0  .           !
 2011.1!                     *   +            !!           0  .  .           !
 2011.2!                       +*             !!           .  0  .           !
 2011.3!                        *+            !!           .  0  .           !
 2011.4!                         +            !!           .  0  .           !
 2012.1!                    *    +            !!          0.  .  .           !
 2012.2!                    *  +              !!           .0 .  .           !
 2012.3!                     *+               !!           . 0.  .           !
 2012.4!                       +              !!           .  0  .           !


     25.33 percent of the residuals exceed 1 SE
      4.00 percent of the residuals exceed 2 SE
@@EQ 3299 LAAVIUA C LAVIUA(-1) PVIUA;SMPL 1997.3 2012.4;OLS;EST 3299 PLOT=0;EN
@@EQ 3300 LAANIUA C LANIUA(-1) PNIUA;SMPL 2002.3 2012.4;OLS;EST 3300 PLOT=0;EN
@@EQ 3301 LAAALUA C LAALUA(-1) PALUA;SMPL 1993.3 2012.4;OLS;EST 3301 PLOT=0;EN
@@EQ 3302 LAAIAUA C LAIAUA(-1) PIAUA;SMPL 1985.3 2012.4;OLS;EST 3302 PLOT=0;EN
@@EQ 3303 LAAINUA C LAINUA(-1) PINUA;SMPL 1981.3 2012.4;OLS;EST 3303 PLOT=0;EN
@@EQ 3304 LAAIQUA C LAIQUA(-1) PIQUA;SMPL 2003.3 2012.4;OLS;EST 3304 PLOT=0;EN
@@EQ 3305 LAAKUUA C LAKUUA(-1) PKUUA;SMPL 1973.3 2012.4;OLS;EST 3305 PLOT=0;EN
@@EQ 3306 LAALIUA C LALIUA(-1) PLIUA;SMPL 1998.3 2012.4;OLS;EST 3306 PLOT=0;EN
@@EQ 3307 LAAUSAO C LAUSAO(-1) PUSAO;SMPL 1966.1 2012.4;OLS;EST 3307 PLOT=0;EN
@@EQ 3308 LAACAAO C LACAAO(-1) PCAAO;SMPL 2006.2 2012.4;OLS;EST 3308 PLOT=0;EN
@@EQ 3309 LAAJAAO C LAJAAO(-1) PJAAO;SMPL 1966.1 2012.4;OLS;EST 3309 PLOT=0;EN
@@EQ 3310 LAAAUAO C LAAUAO(-1) PAUAO;SMPL 1966.1 2012.4;OLS;EST 3310 PLOT=0;EN
@@EQ 3311 LAAFRAO C LAFRAO(-1) PFRAO;SMPL 1966.1 2012.4;OLS;EST 3311 PLOT=0;EN
@@EQ 3312 LAAGEAO C LAGEAO(-1) PGEAO;SMPL 1966.1 2012.4;OLS;EST 3312 PLOT=0;EN
@@EQ 3313 LAAITAO C LAITAO(-1) PITAO;SMPL 1966.1 2012.4;OLS;EST 3313 PLOT=0;EN
@@EQ 3314 LAANEAO C LANEAO(-1) PNEAO;SMPL 2013.1 2012.4;OLS;EST 3314 PLOT=0;EN
@@EQ 3315 LAASTAO C LASTAO(-1) PSTAO;SMPL 2013.1 2012.4;OLS;EST 3315 PLOT=0;EN
@@EQ 3316 LAAUKAO C LAUKAO(-1) PUKAO;SMPL 1966.1 2012.4;OLS;EST 3316 PLOT=0;EN
@@EQ 3317 LAAFIAO C LAFIAO(-1) PFIAO;SMPL 1970.3 2012.4;OLS;EST 3317 PLOT=0;EN
@@EQ 3318 LAAASAO C LAASAO(-1) PASAO;SMPL 1970.3 2012.4;OLS;EST 3318 PLOT=0;EN
@@EQ 3319 LAASOAO C LASOAO(-1) PSOAO;SMPL 1969.3 2012.4;OLS;EST 3319 PLOT=0;EN
@@EQ 3320 LAAKOAO C LAKOAO(-1) PKOAO;SMPL 1993.4 2012.4;OLS;EST 3320 PLOT=0;EN
@@EQ 3321 LAABEAO C LABEAO(-1) PBEAO;SMPL 1966.1 2012.4;OLS;EST 3321 PLOT=0;EN
@@EQ 3322 LAADEAO C LADEAO(-1) PDEAO;SMPL 1966.1 2012.4;OLS;EST 3322 PLOT=0;EN
@@EQ 3323 LAANOAO C LANOAO(-1) PNOAO;SMPL 2003.1 2012.4;OLS;EST 3323 PLOT=0;EN
@@EQ 3324 LAASWAO C LASWAO(-1) PSWAO;SMPL 1966.1 2012.4;OLS;EST 3324 PLOT=0;EN
@@EQ 3325 LAAGRAO C LAGRAO(-1) PGRAO;SMPL 1993.4 2012.4;OLS;EST 3325 PLOT=0;EN
@@EQ 3326 LAAIRAO C LAIRAO(-1) PIRAO;SMPL 2006.2 2012.4;OLS;EST 3326 PLOT=0;EN
@@EQ 3327 LAAPOAO C LAPOAO(-1) PPOAO;SMPL 2007.3 2012.4;OLS;EST 3327 PLOT=0;EN
@@EQ 3328 LAASPAO C LASPAO(-1) PSPAO;SMPL 1966.1 2012.4;OLS;EST 3328 PLOT=0;EN
@@EQ 3329 LAANZAO C LANZAO(-1) PNZAO;SMPL 1966.1 2012.4;OLS;EST 3329 PLOT=0;EN
@@EQ 3330 LAASAAO C LASAAO(-1) PSAAO;SMPL 2013.1 2012.4;OLS;EST 3330 PLOT=0;EN
@@EQ 3331 LAAVEAO C LAVEAO(-1) PVEAO;SMPL 2013.1 2012.4;OLS;EST 3331 PLOT=0;EN
@@EQ 3332 LAACOAO C LACOAO(-1) PCOAO;SMPL 1994.3 2012.4;OLS;EST 3332 PLOT=0;EN
@@EQ 3333 LAAJOAO C LAJOAO(-1) PJOAO;SMPL 1981.3 2012.4;OLS;EST 3333 PLOT=0;EN
@@EQ 3334 LAASYAO C LASYAO(-1) PSYAO;SMPL 2013.1 2012.4;OLS;EST 3334 PLOT=0;EN
@@EQ 3335 LAAIDAO C LAIDAO(-1) PIDAO;SMPL 1966.1 2012.4;OLS;EST 3335 PLOT=0;EN
@@EQ 3336 LAAMAAO C LAMAAO(-1) PMAAO;SMPL 1973.3 2012.4;OLS;EST 3336 PLOT=0;EN
@@EQ 3337 LAAPAAO C LAPAAO(-1) PPAAO;SMPL 1972.3 2012.4;OLS;EST 3337 PLOT=0;EN
@@EQ 3338 LAAPHAO C LAPHAO(-1) PPHAO;SMPL 2010.1 2012.4;OLS;EST 3338 PLOT=0;EN
@@EQ 3339 LAATHAO C LATHAO(-1) PTHAO;SMPL 1979.4 2012.4;OLS;EST 3339 PLOT=0;EN
@@EQ 3340 LAACHAO C LACHAO(-1) PCHAO;SMPL 1990.4 2012.4;OLS;EST 3340 PLOT=0;EN
@@EQ 3341 LAAARAO C LAARAO(-1) PARAO;SMPL 2012.3 2012.4;OLS;EST 3341 PLOT=0;EN
@@EQ 3342 LAABRAO C LABRAO(-1) PBRAO;SMPL 1999.2 2012.4;OLS;EST 3342 PLOT=0;EN
@@EQ 3343 LAACEAO C LACEAO(-1) PCEAO;SMPL 2012.3 2012.4;OLS;EST 3343 PLOT=0;EN
@@EQ 3344 LAAMEAO C LAMEAO(-1) PMEAO;SMPL 2013.1 2012.4;OLS;EST 3344 PLOT=0;EN
@@EQ 3345 LAAPEAO C LAPEAO(-1) PPEAO;SMPL 1995.3 2012.4;OLS;EST 3345 PLOT=0;EN
@@EQ 3346 LAATUAO C LATUAO(-1) PTUAO;SMPL 2013.1 2012.4;OLS;EST 3346 PLOT=0;EN
@@EQ 3347 LAAPDAO C LAPDAO(-1) PPDAO;SMPL 2013.1 2012.4;OLS;EST 3347 PLOT=0;EN
@@EQ 3348 LAARUAO C LARUAO(-1) PRUAO;SMPL 2013.1 2012.4;OLS;EST 3348 PLOT=0;EN
@@EQ 3349 LAAUEAO C LAUEAO(-1) PUEAO;SMPL 2013.1 2012.4;OLS;EST 3349 PLOT=0;EN
@@EQ 3350 LAAEGAO C LAEGAO(-1) PEGAO;SMPL 2013.1 2012.4;OLS;EST 3350 PLOT=0;EN
@@EQ 3351 LAAISAO C LAISAO(-1) PISAO;SMPL 2013.1 2012.4;OLS;EST 3351 PLOT=0;EN
@@EQ 3352 LAAKEAO C LAKEAO(-1) PKEAO;SMPL 2013.1 2012.4;OLS;EST 3352 PLOT=0;EN
@@EQ 3353 LAABAAO C LABAAO(-1) PBAAO;SMPL 2013.1 2012.4;OLS;EST 3353 PLOT=0;EN
@@EQ 3354 LAAHKAO C LAHKAO(-1) PHKAO;SMPL 2013.1 2012.4;OLS;EST 3354 PLOT=0;EN
@@EQ 3355 LAASIAO C LASIAO(-1) PSIAO;SMPL 2013.1 2012.4;OLS;EST 3355 PLOT=0;EN
@@EQ 3356 LAAVIAO C LAVIAO(-1) PVIAO;SMPL 2013.1 2012.4;OLS;EST 3356 PLOT=0;EN
@@EQ 3357 LAANIAO C LANIAO(-1) PNIAO;SMPL 2013.1 2012.4;OLS;EST 3357 PLOT=0;EN
@@EQ 3358 LAAALAO C LAALAO(-1) PALAO;SMPL 2013.1 2012.4;OLS;EST 3358 PLOT=0;EN
@@EQ 3359 LAAIAAO C LAIAAO(-1) PIAAO;SMPL 2013.1 2012.4;OLS;EST 3359 PLOT=0;EN
@@EQ 3360 LAAINAO C LAINAO(-1) PINAO;SMPL 2013.1 2012.4;OLS;EST 3360 PLOT=0;EN
@@EQ 3361 LAAIQAO C LAIQAO(-1) PIQAO;SMPL 2013.1 2012.4;OLS;EST 3361 PLOT=0;EN
@@EQ 3362 LAAKUAO C LAKUAO(-1) PKUAO;SMPL 2013.1 2012.4;OLS;EST 3362 PLOT=0;EN
@@EQ 3363 LAALIAO C LALIAO(-1) PLIAO;SMPL 2013.1 2012.4;OLS;EST 3363 PLOT=0;EN
@@EQ 3364 LAAUAAO C LAUAAO(-1) PUAAO;SMPL 2013.1 2012.4;OLS;EST 3364 PLOT=0;EN
RETURN;                                                                       
Control returned to previous input data set.
SMPL 1952.1 2022.4;                                                           
Sample period is now  1952.1 to  2022.4 Internally:     1 to   284
@                                                                             
@  Summation of alphas, divide by sums, compute PMP, X00$, and PW$            
@                                                                             
INPUT FILE=MCSHR2.INP;                                                        
Control passed to data set MCSHR2.INP      
@                                                                             
@ Summation of alphas (for trade share calculations)                          
@                                                                             
GENR SUMUS=                                                                   
       AACAUS+AAJAUS+AAAUUS+AAFRUS+AAGEUS+AAITUS+AANEUS+AASTUS+AAUKUS+AAFIUS+ 
AAASUS+AASOUS+AAKOUS+AABEUS+AADEUS+AANOUS+AASWUS+AAGRUS+AAIRUS+AAPOUS+AASPUS+ 
AANZUS+AASAUS+AAVEUS+AACOUS+AAJOUS+AASYUS+AAIDUS+AAMAUS+AAPAUS+AAPHUS+AATHUS+ 
AACHUS+AAARUS+AABRUS+AACEUS+AAMEUS+AAPEUS+AATUUS+AAPDUS+AARUUS+AAUEUS+AAEGUS+ 
AAISUS+AAKEUS+AABAUS+AAHKUS+AASIUS+AAVIUS+AANIUS+AAALUS+AAIAUS+AAINUS+AAIQUS+ 
AAKUUS+AALIUS+AAUAUS;                                                         
PRINTVAR SUMUS;                                                               

NAME          SUMUS   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.003733    
  2013.2  1.003554    
  2013.3  1.003045    
  2013.4  1.002682    
  2014.1  1.001762    
  2014.2  1.001303    
  2014.3  1.001026    
  2014.4  1.000822    
  2015.1 0.9997739    
  2015.2 0.9992266    
  2015.3 0.9988752    
  2015.4 0.9986125    
  2016.1 0.9975441    
  2016.2 0.9969795    
  2016.3 0.9966218    
  2016.4 0.9963651    
  2017.1 0.9953442    
  2017.2 0.9948125    
  2017.3 0.9944847    
  2017.4 0.9942575    
  2018.1 0.9933031    
  2018.2 0.9928125    
  2018.3 0.9925172    
  2018.4 0.9923198    
  2019.1 0.9914289    
  2019.2 0.9909815    
  2019.3 0.9907230    
  2019.4 0.9905601    
  2020.1 0.9897280    
  2020.2 0.9893222    
  2020.3 0.9890987    
  2020.4 0.9889676    
  2021.1 0.9881914    
  2021.2 0.9878236    
  2021.3 0.9876306    
  2021.4 0.9875266    
  2022.1 0.9868053    
  2022.2 0.9864715    
  2022.3 0.9863045    
  2022.4 0.9862227    
GENR SUMCA=                                                                   
AAUSCA+       AAJACA+AAAUCA+AAFRCA+AAGECA+AAITCA+AANECA+AASTCA+AAUKCA+AAFICA+ 
AAASCA+AASOCA+AAKOCA+AABECA+AADECA+AANOCA+AASWCA+AAGRCA+AAIRCA+AAPOCA+AASPCA+ 
AANZCA+AASACA+AAVECA+AACOCA+AAJOCA+AASYCA+AAIDCA+AAMACA+AAPACA+AAPHCA+AATHCA+ 
AACHCA+AAARCA+AABRCA+AACECA+AAMECA+AAPECA+AATUCA+AAPDCA+AARUCA+AAUECA+AAEGCA+ 
AAISCA+AAKECA+AABACA+AAHKCA+AASICA+AAVICA+AANICA+AAALCA+AAIACA+AAINCA+AAIQCA+ 
AAKUCA+AALICA+AAUACA;                                                         
PRINTVAR SUMCA;                                                               

NAME          SUMCA   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.002756    
  2013.2  1.004044    
  2013.3  1.004590    
  2013.4  1.004924    
  2014.1  1.004719    
  2014.2  1.004816    
  2014.3  1.004911    
  2014.4  1.005008    
  2015.1  1.004591    
  2015.2  1.004602    
  2015.3  1.004657    
  2015.4  1.004727    
  2016.1  1.004318    
  2016.2  1.004314    
  2016.3  1.004347    
  2016.4  1.004390    
  2017.1  1.003973    
  2017.2  1.003944    
  2017.3  1.003948    
  2017.4  1.003961    
  2018.1  1.003546    
  2018.2  1.003497    
  2018.3  1.003478    
  2018.4  1.003466    
  2019.1  1.003050    
  2019.2  1.002982    
  2019.3  1.002940    
  2019.4  1.002904    
  2020.1  1.002485    
  2020.2  1.002403    
  2020.3  1.002347    
  2020.4  1.002296    
  2021.1  1.001886    
  2021.2  1.001799    
  2021.3  1.001736    
  2021.4  1.001678    
  2022.1  1.001289    
  2022.2  1.001203    
  2022.3  1.001139    
  2022.4  1.001079    
GENR SUMJA=                                                                   
AAUSJA+AACAJA+       AAAUJA+AAFRJA+AAGEJA+AAITJA+AANEJA+AASTJA+AAUKJA+AAFIJA+ 
AAASJA+AASOJA+AAKOJA+AABEJA+AADEJA+AANOJA+AASWJA+AAGRJA+AAIRJA+AAPOJA+AASPJA+ 
AANZJA+AASAJA+AAVEJA+AACOJA+AAJOJA+AASYJA+AAIDJA+AAMAJA+AAPAJA+AAPHJA+AATHJA+ 
AACHJA+AAARJA+AABRJA+AACEJA+AAMEJA+AAPEJA+AATUJA+AAPDJA+AARUJA+AAUEJA+AAEGJA+ 
AAISJA+AAKEJA+AABAJA+AAHKJA+AASIJA+AAVIJA+AANIJA+AAALJA+AAIAJA+AAINJA+AAIQJA+ 
AAKUJA+AALIJA+AAUAJA;                                                         
PRINTVAR SUMJA;                                                               

NAME          SUMJA   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9946003    
  2013.2 0.9922577    
  2013.3 0.9914602    
  2013.4 0.9912193    
  2014.1 0.9903682    
  2014.2 0.9900047    
  2014.3 0.9898304    
  2014.4 0.9897439    
  2015.1 0.9888147    
  2015.2 0.9883778    
  2015.3 0.9881531    
  2015.4 0.9880366    
  2016.1 0.9871480    
  2016.2 0.9867290    
  2016.3 0.9865211    
  2016.4 0.9864264    
  2017.1 0.9856062    
  2017.2 0.9852304    
  2017.3 0.9850577    
  2017.4 0.9849952    
  2018.1 0.9842404    
  2018.2 0.9839059    
  2018.3 0.9837658    
  2018.4 0.9837336    
  2019.1 0.9830321    
  2019.2 0.9827373    
  2019.3 0.9826330    
  2019.4 0.9826355    
  2020.1 0.9819800    
  2020.2 0.9817247    
  2020.3 0.9816571    
  2020.4 0.9816948    
  2021.1 0.9810848    
  2021.2 0.9808675    
  2021.3 0.9808340    
  2021.4 0.9809032    
  2022.1 0.9803395    
  2022.2 0.9801572    
  2022.3 0.9801534    
  2022.4 0.9802490    
GENR SUMAU=                                                                   
AAUSAU+AACAAU+AAJAAU+       AAFRAU+AAGEAU+AAITAU+AANEAU+AASTAU+AAUKAU+AAFIAU+ 
AAASAU+AASOAU+AAKOAU+AABEAU+AADEAU+AANOAU+AASWAU+AAGRAU+AAIRAU+AAPOAU+AASPAU+ 
AANZAU+AASAAU+AAVEAU+AACOAU+AAJOAU+AASYAU+AAIDAU+AAMAAU+AAPAAU+AAPHAU+AATHAU+ 
AACHAU+AAARAU+AABRAU+AACEAU+AAMEAU+AAPEAU+AATUAU+AAPDAU+AARUAU+AAUEAU+AAEGAU+ 
AAISAU+AAKEAU+AABAAU+AAHKAU+AASIAU+AAVIAU+AANIAU+AAALAU+AAIAAU+AAINAU+AAIQAU+ 
AAKUAU+AALIAU+AAUAAU;                                                         
PRINTVAR SUMAU;                                                               

NAME          SUMAU   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9950145    
  2013.2 0.9935084    
  2013.3 0.9926722    
  2013.4 0.9921520    
  2014.1 0.9919541    
  2014.2 0.9917721    
  2014.3 0.9916513    
  2014.4 0.9915794    
  2015.1 0.9916663    
  2015.2 0.9916872    
  2015.3 0.9917166    
  2015.4 0.9917593    
  2016.1 0.9919396    
  2016.2 0.9920285    
  2016.3 0.9921075    
  2016.4 0.9921846    
  2017.1 0.9923868    
  2017.2 0.9924893    
  2017.3 0.9925785    
  2017.4 0.9926631    
  2018.1 0.9928703    
  2018.2 0.9929720    
  2018.3 0.9930582    
  2018.4 0.9931366    
  2019.1 0.9933357    
  2019.2 0.9934197    
  2019.3 0.9934868    
  2019.4 0.9935454    
  2020.1 0.9937269    
  2020.2 0.9937849    
  2020.3 0.9938273    
  2020.4 0.9938628    
  2021.1 0.9940239    
  2021.2 0.9940556    
  2021.3 0.9940738    
  2021.4 0.9940870    
  2022.1 0.9942275    
  2022.2 0.9942354    
  2022.3 0.9942319    
  2022.4 0.9942252    
GENR SUMFR=                                                                   
AAUSFR+AACAFR+AAJAFR+AAAUFR+       AAGEFR+AAITFR+AANEFR+AASTFR+AAUKFR+AAFIFR+ 
AAASFR+AASOFR+AAKOFR+AABEFR+AADEFR+AANOFR+AASWFR+AAGRFR+AAIRFR+AAPOFR+AASPFR+ 
AANZFR+AASAFR+AAVEFR+AACOFR+AAJOFR+AASYFR+AAIDFR+AAMAFR+AAPAFR+AAPHFR+AATHFR+ 
AACHFR+AAARFR+AABRFR+AACEFR+AAMEFR+AAPEFR+AATUFR+AAPDFR+AARUFR+AAUEFR+AAEGFR+ 
AAISFR+AAKEFR+AABAFR+AAHKFR+AASIFR+AAVIFR+AANIFR+AAALFR+AAIAFR+AAINFR+AAIQFR+ 
AAKUFR+AALIFR+AAUAFR;                                                         
PRINTVAR SUMFR;                                                               

NAME          SUMFR   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.000008    
  2013.2 0.9996407    
  2013.3 0.9993938    
  2013.4 0.9992268    
  2014.1 0.9989717    
  2014.2 0.9988355    
  2014.3 0.9987481    
  2014.4 0.9986873    
  2015.1 0.9984751    
  2015.2 0.9983852    
  2015.3 0.9983365    
  2015.4 0.9983076    
  2016.1 0.9981514    
  2016.2 0.9981025    
  2016.3 0.9980908    
  2016.4 0.9980979    
  2017.1 0.9979897    
  2017.2 0.9979792    
  2017.3 0.9979996    
  2017.4 0.9980337    
  2018.1 0.9979592    
  2018.2 0.9979714    
  2018.3 0.9980103    
  2018.4 0.9980620    
  2019.1 0.9980070    
  2019.2 0.9980407    
  2019.3 0.9981026    
  2019.4 0.9981777    
  2020.1 0.9981330    
  2020.2 0.9981851    
  2020.3 0.9982666    
  2020.4 0.9983606    
  2021.1 0.9983193    
  2021.2 0.9983831    
  2021.3 0.9984775    
  2021.4 0.9985839    
  2022.1 0.9985428    
  2022.2 0.9986129    
  2022.3 0.9987146    
  2022.4 0.9988278    
GENR SUMGE=                                                                   
AAUSGE+AACAGE+AAJAGE+AAAUGE+AAFRGE+       AAITGE+AANEGE+AASTGE+AAUKGE+AAFIGE+ 
AAASGE+AASOGE+AAKOGE+AABEGE+AADEGE+AANOGE+AASWGE+AAGRGE+AAIRGE+AAPOGE+AASPGE+ 
AANZGE+AASAGE+AAVEGE+AACOGE+AAJOGE+AASYGE+AAIDGE+AAMAGE+AAPAGE+AAPHGE+AATHGE+ 
AACHGE+AAARGE+AABRGE+AACEGE+AAMEGE+AAPEGE+AATUGE+AAPDGE+AARUGE+AAUEGE+AAEGGE+ 
AAISGE+AAKEGE+AABAGE+AAHKGE+AASIGE+AAVIGE+AANIGE+AAALGE+AAIAGE+AAINGE+AAIQGE+ 
AAKUGE+AALIGE+AAUAGE;                                                         
PRINTVAR SUMGE;                                                               

NAME          SUMGE   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9994047    
  2013.2 0.9991669    
  2013.3 0.9991980    
  2013.4 0.9992790    
  2014.1 0.9990213    
  2014.2 0.9989626    
  2014.3 0.9989509    
  2014.4 0.9989517    
  2015.1 0.9985910    
  2015.2 0.9984719    
  2015.3 0.9984177    
  2015.4 0.9983896    
  2016.1 0.9980661    
  2016.2 0.9979565    
  2016.3 0.9979106    
  2016.4 0.9978948    
  2017.1 0.9976157    
  2017.2 0.9975337    
  2017.3 0.9975097    
  2017.4 0.9975119    
  2018.1 0.9972755    
  2018.2 0.9972152    
  2018.3 0.9972078    
  2018.4 0.9972268    
  2019.1 0.9970273    
  2019.2 0.9969979    
  2019.3 0.9970208    
  2019.4 0.9970696    
  2020.1 0.9969018    
  2020.2 0.9969045    
  2020.3 0.9969575    
  2020.4 0.9970334    
  2021.1 0.9968882    
  2021.2 0.9969165    
  2021.3 0.9969934    
  2021.4 0.9970907    
  2022.1 0.9969627    
  2022.2 0.9970112    
  2022.3 0.9971071    
  2022.4 0.9972216    
GENR SUMIT=                                                                   
AAUSIT+AACAIT+AAJAIT+AAAUIT+AAFRIT+AAGEIT+       AANEIT+AASTIT+AAUKIT+AAFIIT+ 
AAASIT+AASOIT+AAKOIT+AABEIT+AADEIT+AANOIT+AASWIT+AAGRIT+AAIRIT+AAPOIT+AASPIT+ 
AANZIT+AASAIT+AAVEIT+AACOIT+AAJOIT+AASYIT+AAIDIT+AAMAIT+AAPAIT+AAPHIT+AATHIT+ 
AACHIT+AAARIT+AABRIT+AACEIT+AAMEIT+AAPEIT+AATUIT+AAPDIT+AARUIT+AAUEIT+AAEGIT+ 
AAISIT+AAKEIT+AABAIT+AAHKIT+AASIIT+AAVIIT+AANIIT+AAALIT+AAIAIT+AAINIT+AAIQIT+ 
AAKUIT+AALIIT+AAUAIT;                                                         
PRINTVAR SUMIT;                                                               

NAME          SUMIT   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9937830    
  2013.2 0.9905527    
  2013.3 0.9889894    
  2013.4 0.9882302    
  2014.1 0.9883016    
  2014.2 0.9882566    
  2014.3 0.9881832    
  2014.4 0.9881127    
  2015.1 0.9883761    
  2015.2 0.9883923    
  2015.3 0.9883159    
  2015.4 0.9882149    
  2016.1 0.9884426    
  2016.2 0.9884300    
  2016.3 0.9883344    
  2016.4 0.9882247    
  2017.1 0.9884071    
  2017.2 0.9883850    
  2017.3 0.9882959    
  2017.4 0.9881989    
  2018.1 0.9883471    
  2018.2 0.9883232    
  2018.3 0.9882476    
  2018.4 0.9881736    
  2019.1 0.9882802    
  2019.2 0.9882725    
  2019.3 0.9882409    
  2019.4 0.9882238    
  2020.1 0.9882880    
  2020.2 0.9883073    
  2020.3 0.9883306    
  2020.4 0.9883772    
  2021.1 0.9884105    
  2021.2 0.9884590    
  2021.3 0.9885338    
  2021.4 0.9886376    
  2022.1 0.9886544    
  2022.2 0.9887309    
  2022.3 0.9888489    
  2022.4 0.9889989    
GENR SUMNE=                                                                   
AAUSNE+AACANE+AAJANE+AAAUNE+AAFRNE+AAGENE+AAITNE+       AASTNE+AAUKNE+AAFINE+ 
AAASNE+AASONE+AAKONE+AABENE+AADENE+AANONE+AASWNE+AAGRNE+AAIRNE+AAPONE+AASPNE+ 
AANZNE+AASANE+AAVENE+AACONE+AAJONE+AASYNE+AAIDNE+AAMANE+AAPANE+AAPHNE+AATHNE+ 
AACHNE+AAARNE+AABRNE+AACENE+AAMENE+AAPENE+AATUNE+AAPDNE+AARUNE+AAUENE+AAEGNE+ 
AAISNE+AAKENE+AABANE+AAHKNE+AASINE+AAVINE+AANINE+AAALNE+AAIANE+AAINNE+AAIQNE+ 
AAKUNE+AALINE+AAUANE;                                                         
PRINTVAR SUMNE;                                                               

NAME          SUMNE   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.004096    
  2013.2  1.005718    
  2013.3  1.006499    
  2013.4  1.006796    
  2014.1  1.006230    
  2014.2  1.005744    
  2014.3  1.005360    
  2014.4  1.005078    
  2015.1  1.004143    
  2015.2  1.003522    
  2015.3  1.003108    
  2015.4  1.002838    
  2016.1  1.001987    
  2016.2  1.001430    
  2016.3  1.001066    
  2016.4  1.000835    
  2017.1  1.000072    
  2017.2 0.9995757    
  2017.3 0.9992543    
  2017.4 0.9990525    
  2018.1 0.9983705    
  2018.2 0.9979257    
  2018.3 0.9976375    
  2018.4 0.9974589    
  2019.1 0.9968484    
  2019.2 0.9964569    
  2019.3 0.9962118    
  2019.4 0.9960698    
  2020.1 0.9955291    
  2020.2 0.9951924    
  2020.3 0.9949919    
  2020.4 0.9948865    
  2021.1 0.9944072    
  2021.2 0.9941184    
  2021.3 0.9939557    
  2021.4 0.9938806    
  2022.1 0.9934544    
  2022.2 0.9932056    
  2022.3 0.9930738    
  2022.4 0.9930229    
GENR SUMST=                                                                   
AAUSST+AACAST+AAJAST+AAAUST+AAFRST+AAGEST+AAITST+AANEST+       AAUKST+AAFIST+ 
AAASST+AASOST+AAKOST+AABEST+AADEST+AANOST+AASWST+AAGRST+AAIRST+AAPOST+AASPST+ 
AANZST+AASAST+AAVEST+AACOST+AAJOST+AASYST+AAIDST+AAMAST+AAPAST+AAPHST+AATHST+ 
AACHST+AAARST+AABRST+AACEST+AAMEST+AAPEST+AATUST+AAPDST+AARUST+AAUEST+AAEGST+ 
AAISST+AAKEST+AABAST+AAHKST+AASIST+AAVIST+AANIST+AAALST+AAIAST+AAINST+AAIQST+ 
AAKUST+AALIST+AAUAST;                                                         
PRINTVAR SUMST;                                                               

NAME          SUMST   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9728593    
  2013.2 0.9802320    
  2013.3 0.9863230    
  2013.4 0.9903385    
  2014.1 0.9931787    
  2014.2 0.9950711    
  2014.3 0.9964006    
  2014.4 0.9973587    
  2015.1 0.9981440    
  2015.2 0.9986933    
  2015.3 0.9991128    
  2015.4 0.9994474    
  2016.1 0.9997903    
  2016.2  1.000020    
  2016.3  1.000202    
  2016.4  1.000354    
  2017.1  1.000495    
  2017.2  1.000605    
  2017.3  1.000704    
  2017.4  1.000800    
  2018.1  1.000836    
  2018.2  1.000903    
  2018.3  1.000978    
  2018.4  1.001065    
  2019.1  1.001018    
  2019.2  1.001075    
  2019.3  1.001156    
  2019.4  1.001261    
  2020.1  1.001127    
  2020.2  1.001183    
  2020.3  1.001275    
  2020.4  1.001396    
  2021.1  1.001185    
  2021.2  1.001237    
  2021.3  1.001335    
  2021.4  1.001466    
  2022.1  1.001194    
  2022.2  1.001241    
  2022.3  1.001339    
  2022.4  1.001474    
GENR SUMUK=                                                                   
AAUSUK+AACAUK+AAJAUK+AAAUUK+AAFRUK+AAGEUK+AAITUK+AANEUK+AASTUK+       AAFIUK+ 
AAASUK+AASOUK+AAKOUK+AABEUK+AADEUK+AANOUK+AASWUK+AAGRUK+AAIRUK+AAPOUK+AASPUK+ 
AANZUK+AASAUK+AAVEUK+AACOUK+AAJOUK+AASYUK+AAIDUK+AAMAUK+AAPAUK+AAPHUK+AATHUK+ 
AACHUK+AAARUK+AABRUK+AACEUK+AAMEUK+AAPEUK+AATUUK+AAPDUK+AARUUK+AAUEUK+AAEGUK+ 
AAISUK+AAKEUK+AABAUK+AAHKUK+AASIUK+AAVIUK+AANIUK+AAALUK+AAIAUK+AAINUK+AAIQUK+ 
AAKUUK+AALIUK+AAUAUK;                                                         
PRINTVAR SUMUK;                                                               

NAME          SUMUK   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.002266    
  2013.2  1.002098    
  2013.3  1.002228    
  2013.4  1.002285    
  2014.1  1.001576    
  2014.2  1.001517    
  2014.3  1.001538    
  2014.4  1.001579    
  2015.1  1.000963    
  2015.2  1.000971    
  2015.3  1.001063    
  2015.4  1.001173    
  2016.1  1.000739    
  2016.2  1.000801    
  2016.3  1.000924    
  2016.4  1.001054    
  2017.1  1.000727    
  2017.2  1.000796    
  2017.3  1.000911    
  2017.4  1.001026    
  2018.1  1.000765    
  2018.2  1.000822    
  2018.3  1.000913    
  2018.4  1.001004    
  2019.1  1.000790    
  2019.2  1.000827    
  2019.3  1.000888    
  2019.4  1.000947    
  2020.1  1.000771    
  2020.2  1.000783    
  2020.3  1.000813    
  2020.4  1.000840    
  2021.1  1.000689    
  2021.2  1.000680    
  2021.3  1.000682    
  2021.4  1.000683    
  2022.1  1.000547    
  2022.2  1.000520    
  2022.3  1.000502    
  2022.4  1.000485    
GENR SUMFI=                                                                   
AAUSFI+AACAFI+AAJAFI+AAAUFI+AAFRFI+AAGEFI+AAITFI+AANEFI+AASTFI+AAUKFI+        
AAASFI+AASOFI+AAKOFI+AABEFI+AADEFI+AANOFI+AASWFI+AAGRFI+AAIRFI+AAPOFI+AASPFI+ 
AANZFI+AASAFI+AAVEFI+AACOFI+AAJOFI+AASYFI+AAIDFI+AAMAFI+AAPAFI+AAPHFI+AATHFI+ 
AACHFI+AAARFI+AABRFI+AACEFI+AAMEFI+AAPEFI+AATUFI+AAPDFI+AARUFI+AAUEFI+AAEGFI+ 
AAISFI+AAKEFI+AABAFI+AAHKFI+AASIFI+AAVIFI+AANIFI+AAALFI+AAIAFI+AAINFI+AAIQFI+ 
AAKUFI+AALIFI+AAUAFI;                                                         
PRINTVAR SUMFI;                                                               

NAME          SUMFI   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.001342    
  2013.2  1.001706    
  2013.3  1.001596    
  2013.4  1.001281    
  2014.1  1.001968    
  2014.2  1.001674    
  2014.3  1.001258    
  2014.4  1.000915    
  2015.1  1.001778    
  2015.2  1.001607    
  2015.3  1.001285    
  2015.4  1.001013    
  2016.1  1.002028    
  2016.2  1.001912    
  2016.3  1.001613    
  2016.4  1.001349    
  2017.1  1.002370    
  2017.2  1.002258    
  2017.3  1.001954    
  2017.4  1.001675    
  2018.1  1.002656    
  2018.2  1.002532    
  2018.3  1.002214    
  2018.4  1.001913    
  2019.1  1.002804    
  2019.2  1.002658    
  2019.3  1.002321    
  2019.4  1.001990    
  2020.1  1.002739    
  2020.2  1.002561    
  2020.3  1.002204    
  2020.4  1.001842    
  2021.1  1.002454    
  2021.2  1.002244    
  2021.3  1.001867    
  2021.4  1.001477    
  2022.1  1.001979    
  2022.2  1.001742    
  2022.3  1.001346    
  2022.4  1.000933    
GENR SUMAS=                                                                   
AAUSAS+AACAAS+AAJAAS+AAAUAS+AAFRAS+AAGEAS+AAITAS+AANEAS+AASTAS+AAUKAS+AAFIAS+ 
       AASOAS+AAKOAS+AABEAS+AADEAS+AANOAS+AASWAS+AAGRAS+AAIRAS+AAPOAS+AASPAS+ 
AANZAS+AASAAS+AAVEAS+AACOAS+AAJOAS+AASYAS+AAIDAS+AAMAAS+AAPAAS+AAPHAS+AATHAS+ 
AACHAS+AAARAS+AABRAS+AACEAS+AAMEAS+AAPEAS+AATUAS+AAPDAS+AARUAS+AAUEAS+AAEGAS+ 
AAISAS+AAKEAS+AABAAS+AAHKAS+AASIAS+AAVIAS+AANIAS+AAALAS+AAIAAS+AAINAS+AAIQAS+ 
AAKUAS+AALIAS+AAUAAS;                                                         
PRINTVAR SUMAS;                                                               

NAME          SUMAS   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.004080    
  2013.2  1.005772    
  2013.3  1.005872    
  2013.4  1.005638    
  2014.1  1.005077    
  2014.2  1.004745    
  2014.3  1.004540    
  2014.4  1.004412    
  2015.1  1.004110    
  2015.2  1.003913    
  2015.3  1.003795    
  2015.4  1.003726    
  2016.1  1.003477    
  2016.2  1.003303    
  2016.3  1.003193    
  2016.4  1.003122    
  2017.1  1.002856    
  2017.2  1.002672    
  2017.3  1.002557    
  2017.4  1.002485    
  2018.1  1.002195    
  2018.2  1.002013    
  2018.3  1.001904    
  2018.4  1.001838    
  2019.1  1.001523    
  2019.2  1.001340    
  2019.3  1.001236    
  2019.4  1.001178    
  2020.1  1.000841    
  2020.2  1.000669    
  2020.3  1.000584    
  2020.4  1.000547    
  2021.1  1.000203    
  2021.2  1.000054    
  2021.3 0.9999963    
  2021.4 0.9999875    
  2022.1 0.9996482    
  2022.2 0.9995264    
  2022.3 0.9994979    
  2022.4 0.9995178    
GENR SUMSO=                                                                   
AAUSSO+AACASO+AAJASO+AAAUSO+AAFRSO+AAGESO+AAITSO+AANESO+AASTSO+AAUKSO+AAFISO+ 
AAASSO+       AAKOSO+AABESO+AADESO+AANOSO+AASWSO+AAGRSO+AAIRSO+AAPOSO+AASPSO+ 
AANZSO+AASASO+AAVESO+AACOSO+AAJOSO+AASYSO+AAIDSO+AAMASO+AAPASO+AAPHSO+AATHSO+ 
AACHSO+AAARSO+AABRSO+AACESO+AAMESO+AAPESO+AATUSO+AAPDSO+AARUSO+AAUESO+AAEGSO+ 
AAISSO+AAKESO+AABASO+AAHKSO+AASISO+AAVISO+AANISO+AAALSO+AAIASO+AAINSO+AAIQSO+ 
AAKUSO+AALISO+AAUASO;                                                         
PRINTVAR SUMSO;                                                               

NAME          SUMSO   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.017110    
  2013.2  1.026322    
  2013.3  1.031085    
  2013.4  1.033453    
  2014.1  1.034725    
  2014.2  1.035349    
  2014.3  1.035670    
  2014.4  1.035862    
  2015.1  1.036262    
  2015.2  1.036498    
  2015.3  1.036659    
  2015.4  1.036788    
  2016.1  1.037239    
  2016.2  1.037479    
  2016.3  1.037611    
  2016.4  1.037683    
  2017.1  1.038098    
  2017.2  1.038272    
  2017.3  1.038329    
  2017.4  1.038327    
  2018.1  1.038695    
  2018.2  1.038814    
  2018.3  1.038813    
  2018.4  1.038753    
  2019.1  1.039069    
  2019.2  1.039124    
  2019.3  1.039055    
  2019.4  1.038927    
  2020.1  1.039178    
  2020.2  1.039168    
  2020.3  1.039037    
  2020.4  1.038853    
  2021.1  1.039052    
  2021.2  1.038993    
  2021.3  1.038819    
  2021.4  1.038597    
  2022.1  1.038760    
  2022.2  1.038670    
  2022.3  1.038471    
  2022.4  1.038228    
GENR SUMKO=                                                                   
AAUSKO+AACAKO+AAJAKO+AAAUKO+AAFRKO+AAGEKO+AAITKO+AANEKO+AASTKO+AAUKKO+AAFIKO+ 
AAASKO+AASOKO+       AABEKO+AADEKO+AANOKO+AASWKO+AAGRKO+AAIRKO+AAPOKO+AASPKO+ 
AANZKO+AASAKO+AAVEKO+AACOKO+AAJOKO+AASYKO+AAIDKO+AAMAKO+AAPAKO+AAPHKO+AATHKO+ 
AACHKO+AAARKO+AABRKO+AACEKO+AAMEKO+AAPEKO+AATUKO+AAPDKO+AARUKO+AAUEKO+AAEGKO+ 
AAISKO+AAKEKO+AABAKO+AAHKKO+AASIKO+AAVIKO+AANIKO+AAALKO+AAIAKO+AAINKO+AAIQKO+ 
AAKUKO+AALIKO+AAUAKO;                                                         
PRINTVAR SUMKO;                                                               

NAME          SUMKO   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9779433    
  2013.2 0.9651660    
  2013.3 0.9595850    
  2013.4 0.9576155    
  2014.1 0.9548311    
  2014.2 0.9542666    
  2014.3 0.9547613    
  2014.4 0.9557437    
  2015.1 0.9540287    
  2015.2 0.9538416    
  2015.3 0.9543875    
  2015.4 0.9552727    
  2016.1 0.9535304    
  2016.2 0.9532167    
  2016.3 0.9536084    
  2016.4 0.9543438    
  2017.1 0.9525790    
  2017.2 0.9521969    
  2017.3 0.9525080    
  2017.4 0.9531656    
  2018.1 0.9514296    
  2018.2 0.9510316    
  2018.3 0.9513106    
  2018.4 0.9519345    
  2019.1 0.9502389    
  2019.2 0.9498549    
  2019.3 0.9501372    
  2019.4 0.9507624    
  2020.1 0.9491043    
  2020.2 0.9487467    
  2020.3 0.9490477    
  2020.4 0.9496877    
  2021.1 0.9480729    
  2021.2 0.9477466    
  2021.3 0.9480694    
  2021.4 0.9487253    
  2022.1 0.9471609    
  2022.2 0.9468661    
  2022.3 0.9472080    
  2022.4 0.9478756    
GENR SUMBE=                                                                   
AAUSBE+AACABE+AAJABE+AAAUBE+AAFRBE+AAGEBE+AAITBE+AANEBE+AASTBE+AAUKBE+AAFIBE+ 
AAASBE+AASOBE+AAKOBE+       AADEBE+AANOBE+AASWBE+AAGRBE+AAIRBE+AAPOBE+AASPBE+ 
AANZBE+AASABE+AAVEBE+AACOBE+AAJOBE+AASYBE+AAIDBE+AAMABE+AAPABE+AAPHBE+AATHBE+ 
AACHBE+AAARBE+AABRBE+AACEBE+AAMEBE+AAPEBE+AATUBE+AAPDBE+AARUBE+AAUEBE+AAEGBE+ 
AAISBE+AAKEBE+AABABE+AAHKBE+AASIBE+AAVIBE+AANIBE+AAALBE+AAIABE+AAINBE+AAIQBE+ 
AAKUBE+AALIBE+AAUABE;                                                         
PRINTVAR SUMBE;                                                               

NAME          SUMBE   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.002645    
  2013.2  1.002180    
  2013.3  1.001615    
  2013.4  1.001218    
  2014.1  1.001105    
  2014.2  1.000981    
  2014.3  1.000903    
  2014.4  1.000861    
  2015.1  1.000802    
  2015.2  1.000774    
  2015.3  1.000763    
  2015.4  1.000767    
  2016.1  1.000705    
  2016.2  1.000703    
  2016.3  1.000723    
  2016.4  1.000758    
  2017.1  1.000610    
  2017.2  1.000619    
  2017.3  1.000668    
  2017.4  1.000738    
  2018.1  1.000500    
  2018.2  1.000519    
  2018.3  1.000598    
  2018.4  1.000706    
  2019.1  1.000360    
  2019.2  1.000401    
  2019.3  1.000530    
  2019.4  1.000695    
  2020.1  1.000220    
  2020.2  1.000282    
  2020.3  1.000458    
  2020.4  1.000674    
  2021.1  1.000084    
  2021.2  1.000163    
  2021.3  1.000374    
  2021.4  1.000628    
  2022.1 0.9999578    
  2022.2  1.000048    
  2022.3  1.000284    
  2022.4  1.000562    
GENR SUMDE=                                                                   
AAUSDE+AACADE+AAJADE+AAAUDE+AAFRDE+AAGEDE+AAITDE+AANEDE+AASTDE+AAUKDE+AAFIDE+ 
AAASDE+AASODE+AAKODE+AABEDE+       AANODE+AASWDE+AAGRDE+AAIRDE+AAPODE+AASPDE+ 
AANZDE+AASADE+AAVEDE+AACODE+AAJODE+AASYDE+AAIDDE+AAMADE+AAPADE+AAPHDE+AATHDE+ 
AACHDE+AAARDE+AABRDE+AACEDE+AAMEDE+AAPEDE+AATUDE+AAPDDE+AARUDE+AAUEDE+AAEGDE+ 
AAISDE+AAKEDE+AABADE+AAHKDE+AASIDE+AAVIDE+AANIDE+AAALDE+AAIADE+AAINDE+AAIQDE+ 
AAKUDE+AALIDE+AAUADE;                                                         
PRINTVAR SUMDE;                                                               

NAME          SUMDE   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9955103    
  2013.2 0.9948146    
  2013.3 0.9949241    
  2013.4 0.9951429    
  2014.1 0.9963778    
  2014.2 0.9966837    
  2014.3 0.9967876    
  2014.4 0.9968601    
  2015.1 0.9980647    
  2015.2 0.9982662    
  2015.3 0.9982612    
  2015.4 0.9982299    
  2016.1 0.9993819    
  2016.2 0.9994965    
  2016.3 0.9993963    
  2016.4 0.9992668    
  2017.1  1.000332    
  2017.2  1.000352    
  2017.3  1.000156    
  2017.4 0.9999326    
  2018.1  1.000905    
  2018.2  1.000841    
  2018.3  1.000564    
  2018.4  1.000258    
  2019.1  1.001133    
  2019.2  1.000985    
  2019.3  1.000624    
  2019.4  1.000234    
  2020.1  1.001008    
  2020.2  1.000784    
  2020.3  1.000357    
  2020.4 0.9999035    
  2021.1  1.000596    
  2021.2  1.000321    
  2021.3 0.9998497    
  2021.4 0.9993557    
  2022.1 0.9999909    
  2022.2 0.9996850    
  2022.3 0.9991898    
  2022.4 0.9986737    
GENR SUMNO=                                                                   
AAUSNO+AACANO+AAJANO+AAAUNO+AAFRNO+AAGENO+AAITNO+AANENO+AASTNO+AAUKNO+AAFINO+ 
AAASNO+AASONO+AAKONO+AABENO+AADENO+       AASWNO+AAGRNO+AAIRNO+AAPONO+AASPNO+ 
AANZNO+AASANO+AAVENO+AACONO+AAJONO+AASYNO+AAIDNO+AAMANO+AAPANO+AAPHNO+AATHNO+ 
AACHNO+AAARNO+AABRNO+AACENO+AAMENO+AAPENO+AATUNO+AAPDNO+AARUNO+AAUENO+AAEGNO+ 
AAISNO+AAKENO+AABANO+AAHKNO+AASINO+AAVINO+AANINO+AAALNO+AAIANO+AAINNO+AAIQNO+ 
AAKUNO+AALINO+AAUANO;                                                         
PRINTVAR SUMNO;                                                               

NAME          SUMNO   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9731890    
  2013.2 0.9785308    
  2013.3 0.9818412    
  2013.4 0.9839616    
  2014.1 0.9849051    
  2014.2 0.9865396    
  2014.3 0.9877723    
  2014.4 0.9887645    
  2015.1 0.9888714    
  2015.2 0.9901417    
  2015.3 0.9910252    
  2015.4 0.9916847    
  2016.1 0.9914616    
  2016.2 0.9925438    
  2016.3 0.9932223    
  2016.4 0.9936806    
  2017.1 0.9932239    
  2017.2 0.9941922    
  2017.3 0.9947277    
  2017.4 0.9950384    
  2018.1 0.9943985    
  2018.2 0.9952841    
  2018.3 0.9957123    
  2018.4 0.9959059    
  2019.1 0.9950816    
  2019.2 0.9958913    
  2019.3 0.9962075    
  2019.4 0.9962786    
  2020.1 0.9952454    
  2020.2 0.9960025    
  2020.3 0.9962309    
  2020.4 0.9962062    
  2021.1 0.9950062    
  2021.2 0.9957329    
  2021.3 0.9959017    
  2021.4 0.9958108    
  2022.1 0.9944971    
  2022.2 0.9952078    
  2022.3 0.9953391    
  2022.4 0.9952055    
GENR SUMSW=                                                                   
AAUSSW+AACASW+AAJASW+AAAUSW+AAFRSW+AAGESW+AAITSW+AANESW+AASTSW+AAUKSW+AAFISW+ 
AAASSW+AASOSW+AAKOSW+AABESW+AADESW+AANOSW+       AAGRSW+AAIRSW+AAPOSW+AASPSW+ 
AANZSW+AASASW+AAVESW+AACOSW+AAJOSW+AASYSW+AAIDSW+AAMASW+AAPASW+AAPHSW+AATHSW+ 
AACHSW+AAARSW+AABRSW+AACESW+AAMESW+AAPESW+AATUSW+AAPDSW+AARUSW+AAUESW+AAEGSW+ 
AAISSW+AAKESW+AABASW+AAHKSW+AASISW+AAVISW+AANISW+AAALSW+AAIASW+AAINSW+AAIQSW+ 
AAKUSW+AALISW+AAUASW;                                                         
PRINTVAR SUMSW;                                                               

NAME          SUMSW   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9962078    
  2013.2 0.9956206    
  2013.3 0.9953131    
  2013.4 0.9951057    
  2014.1 0.9950424    
  2014.2 0.9949306    
  2014.3 0.9948633    
  2014.4 0.9948439    
  2015.1 0.9949794    
  2015.2 0.9950012    
  2015.3 0.9950305    
  2015.4 0.9950780    
  2016.1 0.9953055    
  2016.2 0.9953669    
  2016.3 0.9954203    
  2016.4 0.9954834    
  2017.1 0.9957450    
  2017.2 0.9958148    
  2017.3 0.9958694    
  2017.4 0.9959294    
  2018.1 0.9961958    
  2018.2 0.9962592    
  2018.3 0.9963041    
  2018.4 0.9963521    
  2019.1 0.9965876    
  2019.2 0.9966362    
  2019.3 0.9966679    
  2019.4 0.9967023    
  2020.1 0.9968743    
  2020.2 0.9969058    
  2020.3 0.9969259    
  2020.4 0.9969494    
  2021.1 0.9970619    
  2021.2 0.9970792    
  2021.3 0.9970903    
  2021.4 0.9971054    
  2022.1 0.9971753    
  2022.2 0.9971819    
  2022.3 0.9971861    
  2022.4 0.9971946    
GENR SUMGR=                                                                   
AAUSGR+AACAGR+AAJAGR+AAAUGR+AAFRGR+AAGEGR+AAITGR+AANEGR+AASTGR+AAUKGR+AAFIGR+ 
AAASGR+AASOGR+AAKOGR+AABEGR+AADEGR+AANOGR+AASWGR+       AAIRGR+AAPOGR+AASPGR+ 
AANZGR+AASAGR+AAVEGR+AACOGR+AAJOGR+AASYGR+AAIDGR+AAMAGR+AAPAGR+AAPHGR+AATHGR+ 
AACHGR+AAARGR+AABRGR+AACEGR+AAMEGR+AAPEGR+AATUGR+AAPDGR+AARUGR+AAUEGR+AAEGGR+ 
AAISGR+AAKEGR+AABAGR+AAHKGR+AASIGR+AAVIGR+AANIGR+AAALGR+AAIAGR+AAINGR+AAIQGR+ 
AAKUGR+AALIGR+AAUAGR;                                                         
PRINTVAR SUMGR;                                                               

NAME          SUMGR   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9826869    
  2013.2 0.9730020    
  2013.3 0.9669885    
  2013.4 0.9628402    
  2014.1 0.9595965    
  2014.2 0.9571708    
  2014.3 0.9553040    
  2014.4 0.9538373    
  2015.1 0.9524250    
  2015.2 0.9513043    
  2015.3 0.9503900    
  2015.4 0.9496292    
  2016.1 0.9488103    
  2016.2 0.9481444    
  2016.3 0.9475908    
  2016.4 0.9471272    
  2017.1 0.9466119    
  2017.2 0.9461960    
  2017.3 0.9458543    
  2017.4 0.9455737    
  2018.1 0.9452624    
  2018.2 0.9450144    
  2018.3 0.9448169    
  2018.4 0.9446645    
  2019.1 0.9445018    
  2019.2 0.9443825    
  2019.3 0.9443045    
  2019.4 0.9442677    
  2020.1 0.9442314    
  2020.2 0.9442241    
  2020.3 0.9442518    
  2020.4 0.9443169    
  2021.1 0.9443868    
  2021.2 0.9444724    
  2021.3 0.9445864    
  2021.4 0.9447338    
  2022.1 0.9448883    
  2022.2 0.9450469    
  2022.3 0.9452277    
  2022.4 0.9454376    
GENR SUMIR=                                                                   
AAUSIR+AACAIR+AAJAIR+AAAUIR+AAFRIR+AAGEIR+AAITIR+AANEIR+AASTIR+AAUKIR+AAFIIR+ 
AAASIR+AASOIR+AAKOIR+AABEIR+AADEIR+AANOIR+AASWIR+AAGRIR+       AAPOIR+AASPIR+ 
AANZIR+AASAIR+AAVEIR+AACOIR+AAJOIR+AASYIR+AAIDIR+AAMAIR+AAPAIR+AAPHIR+AATHIR+ 
AACHIR+AAARIR+AABRIR+AACEIR+AAMEIR+AAPEIR+AATUIR+AAPDIR+AARUIR+AAUEIR+AAEGIR+ 
AAISIR+AAKEIR+AABAIR+AAHKIR+AASIIR+AAVIIR+AANIIR+AAALIR+AAIAIR+AAINIR+AAIQIR+ 
AAKUIR+AALIIR+AAUAIR;                                                         
PRINTVAR SUMIR;                                                               

NAME          SUMIR   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9869354    
  2013.2 0.9828674    
  2013.3 0.9814301    
  2013.4 0.9809747    
  2014.1 0.9809681    
  2014.2 0.9810377    
  2014.3 0.9811770    
  2014.4 0.9813598    
  2015.1 0.9816417    
  2015.2 0.9818234    
  2015.3 0.9819810    
  2015.4 0.9821419    
  2016.1 0.9824191    
  2016.2 0.9825932    
  2016.3 0.9827644    
  2016.4 0.9829670    
  2017.1 0.9833153    
  2017.2 0.9835618    
  2017.3 0.9837975    
  2017.4 0.9840530    
  2018.1 0.9844363    
  2018.2 0.9847102    
  2018.3 0.9849653    
  2018.4 0.9852346    
  2019.1 0.9856132    
  2019.2 0.9858980    
  2019.3 0.9861686    
  2019.4 0.9864524    
  2020.1 0.9868133    
  2020.2 0.9871021    
  2020.3 0.9873805    
  2020.4 0.9876696    
  2021.1 0.9880030    
  2021.2 0.9882866    
  2021.3 0.9885645    
  2021.4 0.9888519    
  2022.1 0.9891563    
  2022.2 0.9894298    
  2022.3 0.9897018    
  2022.4 0.9899822    
GENR SUMPO=                                                                   
AAUSPO+AACAPO+AAJAPO+AAAUPO+AAFRPO+AAGEPO+AAITPO+AANEPO+AASTPO+AAUKPO+AAFIPO+ 
AAASPO+AASOPO+AAKOPO+AABEPO+AADEPO+AANOPO+AASWPO+AAGRPO+AAIRPO+       AASPPO+ 
AANZPO+AASAPO+AAVEPO+AACOPO+AAJOPO+AASYPO+AAIDPO+AAMAPO+AAPAPO+AAPHPO+AATHPO+ 
AACHPO+AAARPO+AABRPO+AACEPO+AAMEPO+AAPEPO+AATUPO+AAPDPO+AARUPO+AAUEPO+AAEGPO+ 
AAISPO+AAKEPO+AABAPO+AAHKPO+AASIPO+AAVIPO+AANIPO+AAALPO+AAIAPO+AAINPO+AAIQPO+ 
AAKUPO+AALIPO+AAUAPO;                                                         
PRINTVAR SUMPO;                                                               

NAME          SUMPO   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9928917    
  2013.2 0.9906979    
  2013.3 0.9901535    
  2013.4 0.9901339    
  2014.1 0.9903819    
  2014.2 0.9903714    
  2014.3 0.9903547    
  2014.4 0.9903396    
  2015.1 0.9904492    
  2015.2 0.9903354    
  2015.3 0.9902650    
  2015.4 0.9902344    
  2016.1 0.9903956    
  2016.2 0.9903352    
  2016.3 0.9903231    
  2016.4 0.9903529    
  2017.1 0.9905994    
  2017.2 0.9906057    
  2017.3 0.9906499    
  2017.4 0.9907287    
  2018.1 0.9910268    
  2018.2 0.9910794    
  2018.3 0.9911608    
  2018.4 0.9912709    
  2019.1 0.9915715    
  2019.2 0.9916583    
  2019.3 0.9917680    
  2019.4 0.9918989    
  2020.1 0.9921533    
  2020.2 0.9922607    
  2020.3 0.9923872    
  2020.4 0.9925265    
  2021.1 0.9927233    
  2021.2 0.9928379    
  2021.3 0.9929696    
  2021.4 0.9931076    
  2022.1 0.9932545    
  2022.2 0.9933665    
  2022.3 0.9934945    
  2022.4 0.9936246    
GENR SUMSP=                                                                   
AAUSSP+AACASP+AAJASP+AAAUSP+AAFRSP+AAGESP+AAITSP+AANESP+AASTSP+AAUKSP+AAFISP+ 
AAASSP+AASOSP+AAKOSP+AABESP+AADESP+AANOSP+AASWSP+AAGRSP+AAIRSP+AAPOSP+        
AANZSP+AASASP+AAVESP+AACOSP+AAJOSP+AASYSP+AAIDSP+AAMASP+AAPASP+AAPHSP+AATHSP+ 
AACHSP+AAARSP+AABRSP+AACESP+AAMESP+AAPESP+AATUSP+AAPDSP+AARUSP+AAUESP+AAEGSP+ 
AAISSP+AAKESP+AABASP+AAHKSP+AASISP+AAVISP+AANISP+AAALSP+AAIASP+AAINSP+AAIQSP+ 
AAKUSP+AALISP+AAUASP;                                                         
PRINTVAR SUMSP;                                                               

NAME          SUMSP   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.000075    
  2013.2  1.000059    
  2013.3 0.9997435    
  2013.4 0.9993525    
  2014.1 0.9988780    
  2014.2 0.9985066    
  2014.3 0.9982300    
  2014.4 0.9980267    
  2015.1 0.9977050    
  2015.2 0.9974927    
  2015.3 0.9973445    
  2015.4 0.9972393    
  2016.1 0.9970138    
  2016.2 0.9968760    
  2016.3 0.9967921    
  2016.4 0.9967458    
  2017.1 0.9965414    
  2017.2 0.9964520    
  2017.3 0.9964165    
  2017.4 0.9964129    
  2018.1 0.9961960    
  2018.2 0.9961333    
  2018.3 0.9961307    
  2018.4 0.9961597    
  2019.1 0.9958953    
  2019.2 0.9958541    
  2019.3 0.9958870    
  2019.4 0.9959519    
  2020.1 0.9956092    
  2020.2 0.9955795    
  2020.3 0.9956413    
  2020.4 0.9957356    
  2021.1 0.9953186    
  2021.2 0.9952949    
  2021.3 0.9953781    
  2021.4 0.9954944    
  2022.1 0.9950219    
  2022.2 0.9950023    
  2022.3 0.9951007    
  2022.4 0.9952324    
GENR SUMNZ=                                                                   
AAUSNZ+AACANZ+AAJANZ+AAAUNZ+AAFRNZ+AAGENZ+AAITNZ+AANENZ+AASTNZ+AAUKNZ+AAFINZ+ 
AAASNZ+AASONZ+AAKONZ+AABENZ+AADENZ+AANONZ+AASWNZ+AAGRNZ+AAIRNZ+AAPONZ+AASPNZ+ 
       AASANZ+AAVENZ+AACONZ+AAJONZ+AASYNZ+AAIDNZ+AAMANZ+AAPANZ+AAPHNZ+AATHNZ+ 
AACHNZ+AAARNZ+AABRNZ+AACENZ+AAMENZ+AAPENZ+AATUNZ+AAPDNZ+AARUNZ+AAUENZ+AAEGNZ+ 
AAISNZ+AAKENZ+AABANZ+AAHKNZ+AASINZ+AAVINZ+AANINZ+AAALNZ+AAIANZ+AAINNZ+AAIQNZ+ 
AAKUNZ+AALINZ+AAUANZ;                                                         
PRINTVAR SUMNZ;                                                               

NAME          SUMNZ   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9820530    
  2013.2 0.9790653    
  2013.3 0.9799748    
  2013.4 0.9819432    
  2014.1 0.9837590    
  2014.2 0.9856430    
  2014.3 0.9874473    
  2014.4 0.9891197    
  2015.1 0.9904427    
  2015.2 0.9915034    
  2015.3 0.9924633    
  2015.4 0.9933410    
  2016.1 0.9940413    
  2016.2 0.9944361    
  2016.3 0.9947767    
  2016.4 0.9950972    
  2017.1 0.9953695    
  2017.2 0.9953342    
  2017.3 0.9952847    
  2017.4 0.9952610    
  2018.1 0.9952737    
  2018.2 0.9949897    
  2018.3 0.9947150    
  2018.4 0.9944895    
  2019.1 0.9943390    
  2019.2 0.9939070    
  2019.3 0.9934987    
  2019.4 0.9931545    
  2020.1 0.9929015    
  2020.2 0.9923940    
  2020.3 0.9919206    
  2020.4 0.9915188    
  2021.1 0.9912086    
  2021.2 0.9906707    
  2021.3 0.9901718    
  2021.4 0.9897463    
  2022.1 0.9894060    
  2022.2 0.9888616    
  2022.3 0.9883584    
  2022.4 0.9879276    
GENR SUMSA=                                                                   
AAUSSA+AACASA+AAJASA+AAAUSA+AAFRSA+AAGESA+AAITSA+AANESA+AASTSA+AAUKSA+AAFISA+ 
AAASSA+AASOSA+AAKOSA+AABESA+AADESA+AANOSA+AASWSA+AAGRSA+AAIRSA+AAPOSA+AASPSA+ 
AANZSA+       AAVESA+AACOSA+AAJOSA+AASYSA+AAIDSA+AAMASA+AAPASA+AAPHSA+AATHSA+ 
AACHSA+AAARSA+AABRSA+AACESA+AAMESA+AAPESA+AATUSA+AAPDSA+AARUSA+AAUESA+AAEGSA+ 
AAISSA+AAKESA+AABASA+AAHKSA+AASISA+AAVISA+AANISA+AAALSA+AAIASA+AAINSA+AAIQSA+ 
AAKUSA+AALISA+AAUASA;                                                         
PRINTVAR SUMSA;                                                               

NAME          SUMSA   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9971972    
  2013.2 0.9987194    
  2013.3  1.000163    
  2013.4  1.001034    
  2014.1  1.000096    
  2014.2  1.000065    
  2014.3  1.000125    
  2014.4  1.000176    
  2015.1 0.9992853    
  2015.2 0.9990354    
  2015.3 0.9989519    
  2015.4 0.9989322    
  2016.1 0.9983531    
  2016.2 0.9981282    
  2016.3 0.9980378    
  2016.4 0.9980088    
  2017.1 0.9975648    
  2017.2 0.9973620    
  2017.3 0.9972731    
  2017.4 0.9972421    
  2018.1 0.9968525    
  2018.2 0.9966771    
  2018.3 0.9965994    
  2018.4 0.9965696    
  2019.1 0.9961513    
  2019.2 0.9959936    
  2019.3 0.9959196    
  2019.4 0.9958829    
  2020.1 0.9953669    
  2020.2 0.9952308    
  2020.3 0.9951715    
  2020.4 0.9951391    
  2021.1 0.9945268    
  2021.2 0.9944188    
  2021.3 0.9943819    
  2021.4 0.9943618    
  2022.1 0.9936754    
  2022.2 0.9935960    
  2022.3 0.9935832    
  2022.4 0.9935782    
GENR SUMVE=                                                                   
AAUSVE+AACAVE+AAJAVE+AAAUVE+AAFRVE+AAGEVE+AAITVE+AANEVE+AASTVE+AAUKVE+AAFIVE+ 
AAASVE+AASOVE+AAKOVE+AABEVE+AADEVE+AANOVE+AASWVE+AAGRVE+AAIRVE+AAPOVE+AASPVE+ 
AANZVE+AASAVE+       AACOVE+AAJOVE+AASYVE+AAIDVE+AAMAVE+AAPAVE+AAPHVE+AATHVE+ 
AACHVE+AAARVE+AABRVE+AACEVE+AAMEVE+AAPEVE+AATUVE+AAPDVE+AARUVE+AAUEVE+AAEGVE+ 
AAISVE+AAKEVE+AABAVE+AAHKVE+AASIVE+AAVIVE+AANIVE+AAALVE+AAIAVE+AAINVE+AAIQVE+ 
AAKUVE+AALIVE+AAUAVE;                                                         
PRINTVAR SUMVE;                                                               

NAME          SUMVE   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9958790    
  2013.2 0.9896110    
  2013.3 0.9873988    
  2013.4 0.9870844    
  2014.1 0.9841594    
  2014.2 0.9833910    
  2014.3 0.9836963    
  2014.4 0.9845662    
  2015.1 0.9825792    
  2015.2 0.9821488    
  2015.3 0.9825358    
  2015.4 0.9833469    
  2016.1 0.9823203    
  2016.2 0.9821585    
  2016.3 0.9824788    
  2016.4 0.9830529    
  2017.1 0.9824279    
  2017.2 0.9822428    
  2017.3 0.9823577    
  2017.4 0.9826551    
  2018.1 0.9821994    
  2018.2 0.9819399    
  2018.3 0.9818766    
  2018.4 0.9819522    
  2019.1 0.9814843    
  2019.2 0.9810994    
  2019.3 0.9808574    
  2019.4 0.9807347    
  2020.1 0.9801101    
  2020.2 0.9795835    
  2020.3 0.9792025    
  2020.4 0.9789448    
  2021.1 0.9781671    
  2021.2 0.9775414    
  2021.3 0.9770778    
  2021.4 0.9767451    
  2022.1 0.9758599    
  2022.2 0.9751802    
  2022.3 0.9746794    
  2022.4 0.9743160    
GENR SUMCO=                                                                   
AAUSCO+AACACO+AAJACO+AAAUCO+AAFRCO+AAGECO+AAITCO+AANECO+AASTCO+AAUKCO+AAFICO+ 
AAASCO+AASOCO+AAKOCO+AABECO+AADECO+AANOCO+AASWCO+AAGRCO+AAIRCO+AAPOCO+AASPCO+ 
AANZCO+AASACO+AAVECO+       AAJOCO+AASYCO+AAIDCO+AAMACO+AAPACO+AAPHCO+AATHCO+ 
AACHCO+AAARCO+AABRCO+AACECO+AAMECO+AAPECO+AATUCO+AAPDCO+AARUCO+AAUECO+AAEGCO+ 
AAISCO+AAKECO+AABACO+AAHKCO+AASICO+AAVICO+AANICO+AAALCO+AAIACO+AAINCO+AAIQCO+ 
AAKUCO+AALICO+AAUACO;                                                         
PRINTVAR SUMCO;                                                               

NAME          SUMCO   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9891138    
  2013.2 0.9893014    
  2013.3 0.9891519    
  2013.4 0.9886703    
  2014.1 0.9883827    
  2014.2 0.9877130    
  2014.3 0.9870925    
  2014.4 0.9865452    
  2015.1 0.9863180    
  2015.2 0.9857914    
  2015.3 0.9853455    
  2015.4 0.9849704    
  2016.1 0.9848736    
  2016.2 0.9844768    
  2016.3 0.9841400    
  2016.4 0.9838520    
  2017.1 0.9837904    
  2017.2 0.9834496    
  2017.3 0.9831568    
  2017.4 0.9829026    
  2018.1 0.9828374    
  2018.2 0.9825240    
  2018.3 0.9822495    
  2018.4 0.9820033    
  2019.1 0.9819020    
  2019.2 0.9815889    
  2019.3 0.9813043    
  2019.4 0.9810409    
  2020.1 0.9808784    
  2020.2 0.9805602    
  2020.3 0.9802643    
  2020.4 0.9799858    
  2021.1 0.9797709    
  2021.2 0.9794527    
  2021.3 0.9791519    
  2021.4 0.9788653    
  2022.1 0.9786144    
  2022.2 0.9783015    
  2022.3 0.9780024    
  2022.4 0.9777154    
GENR SUMJO=                                                                   
AAUSJO+AACAJO+AAJAJO+AAAUJO+AAFRJO+AAGEJO+AAITJO+AANEJO+AASTJO+AAUKJO+AAFIJO+ 
AAASJO+AASOJO+AAKOJO+AABEJO+AADEJO+AANOJO+AASWJO+AAGRJO+AAIRJO+AAPOJO+AASPJO+ 
AANZJO+AASAJO+AAVEJO+AACOJO+       AASYJO+AAIDJO+AAMAJO+AAPAJO+AAPHJO+AATHJO+ 
AACHJO+AAARJO+AABRJO+AACEJO+AAMEJO+AAPEJO+AATUJO+AAPDJO+AARUJO+AAUEJO+AAEGJO+ 
AAISJO+AAKEJO+AABAJO+AAHKJO+AASIJO+AAVIJO+AANIJO+AAALJO+AAIAJO+AAINJO+AAIQJO+ 
AAKUJO+AALIJO+AAUAJO;                                                         
PRINTVAR SUMJO;                                                               

NAME          SUMJO   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.013060    
  2013.2  1.018809    
  2013.3  1.021665    
  2013.4  1.023164    
  2014.1  1.021581    
  2014.2  1.021087    
  2014.3  1.021079    
  2014.4  1.021311    
  2015.1  1.019211    
  2015.2  1.018514    
  2015.3  1.018435    
  2015.4  1.018652    
  2016.1  1.016808    
  2016.2  1.016233    
  2016.3  1.016221    
  2016.4  1.016481    
  2017.1  1.014848    
  2017.2  1.014372    
  2017.3  1.014413    
  2017.4  1.014706    
  2018.1  1.013222    
  2018.2  1.012818    
  2018.3  1.012895    
  2018.4  1.013209    
  2019.1  1.011811    
  2019.2  1.011454    
  2019.3  1.011560    
  2019.4  1.011893    
  2020.1  1.010530    
  2020.2  1.010206    
  2020.3  1.010340    
  2020.4  1.010694    
  2021.1  1.009356    
  2021.2  1.009061    
  2021.3  1.009221    
  2021.4  1.009596    
  2022.1  1.008286    
  2022.2  1.008020    
  2022.3  1.008203    
  2022.4  1.008597    
GENR SUMSY=                                                                   
AAUSSY+AACASY+AAJASY+AAAUSY+AAFRSY+AAGESY+AAITSY+AANESY+AASTSY+AAUKSY+AAFISY+ 
AAASSY+AASOSY+AAKOSY+AABESY+AADESY+AANOSY+AASWSY+AAGRSY+AAIRSY+AAPOSY+AASPSY+ 
AANZSY+AASASY+AAVESY+AACOSY+AAJOSY+       AAIDSY+AAMASY+AAPASY+AAPHSY+AATHSY+ 
AACHSY+AAARSY+AABRSY+AACESY+AAMESY+AAPESY+AATUSY+AAPDSY+AARUSY+AAUESY+AAEGSY+ 
AAISSY+AAKESY+AABASY+AAHKSY+AASISY+AAVISY+AANISY+AAALSY+AAIASY+AAINSY+AAIQSY+ 
AAKUSY+AALISY+AAUASY;                                                         
PRINTVAR SUMSY;                                                               

NAME          SUMSY   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9985658    
  2013.2 0.9993298    
  2013.3  1.000872    
  2013.4  1.002766    
  2014.1  1.005287    
  2014.2  1.007750    
  2014.3  1.010132    
  2014.4  1.012407    
  2015.1  1.014887    
  2015.2  1.017105    
  2015.3  1.019090    
  2015.4  1.020867    
  2016.1  1.022772    
  2016.2  1.024388    
  2016.3  1.025771    
  2016.4  1.026961    
  2017.1  1.028275    
  2017.2  1.029342    
  2017.3  1.030219    
  2017.4  1.030946    
  2018.1  1.031808    
  2018.2  1.032474    
  2018.3  1.032991    
  2018.4  1.033391    
  2019.1  1.033904    
  2019.2  1.034266    
  2019.3  1.034511    
  2019.4  1.034662    
  2020.1  1.034871    
  2020.2  1.034984    
  2020.3  1.035014    
  2020.4  1.034974    
  2021.1  1.034942    
  2021.2  1.034867    
  2021.3  1.034739    
  2021.4  1.034563    
  2022.1  1.034360    
  2022.2  1.034155    
  2022.3  1.033922    
  2022.4  1.033657    
GENR SUMID=                                                                   
AAUSID+AACAID+AAJAID+AAAUID+AAFRID+AAGEID+AAITID+AANEID+AASTID+AAUKID+AAFIID+ 
AAASID+AASOID+AAKOID+AABEID+AADEID+AANOID+AASWID+AAGRID+AAIRID+AAPOID+AASPID+ 
AANZID+AASAID+AAVEID+AACOID+AAJOID+AASYID+       AAMAID+AAPAID+AAPHID+AATHID+ 
AACHID+AAARID+AABRID+AACEID+AAMEID+AAPEID+AATUID+AAPDID+AARUID+AAUEID+AAEGID+ 
AAISID+AAKEID+AABAID+AAHKID+AASIID+AAVIID+AANIID+AAALID+AAIAID+AAINID+AAIQID+ 
AAKUID+AALIID+AAUAID;                                                         
PRINTVAR SUMID;                                                               

NAME          SUMID   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9882573    
  2013.2 0.9905451    
  2013.3 0.9947545    
  2013.4 0.9984932    
  2014.1  1.002003    
  2014.2  1.004395    
  2014.3  1.006073    
  2014.4  1.007275    
  2015.1  1.008805    
  2015.2  1.009683    
  2015.3  1.010231    
  2015.4  1.010592    
  2016.1  1.011509    
  2016.2  1.011909    
  2016.3  1.012082    
  2016.4  1.012144    
  2017.1  1.012814    
  2017.2  1.013017    
  2017.3  1.013029    
  2017.4  1.012960    
  2018.1  1.013509    
  2018.2  1.013619    
  2018.3  1.013555    
  2018.4  1.013420    
  2019.1  1.013889    
  2019.2  1.013938    
  2019.3  1.013820    
  2019.4  1.013634    
  2020.1  1.014027    
  2020.2  1.014026    
  2020.3  1.013868    
  2020.4  1.013645    
  2021.1  1.013979    
  2021.2  1.013945    
  2021.3  1.013762    
  2021.4  1.013518    
  2022.1  1.013813    
  2022.2  1.013759    
  2022.3  1.013564    
  2022.4  1.013310    
GENR SUMMA=                                                                   
AAUSMA+AACAMA+AAJAMA+AAAUMA+AAFRMA+AAGEMA+AAITMA+AANEMA+AASTMA+AAUKMA+AAFIMA+ 
AAASMA+AASOMA+AAKOMA+AABEMA+AADEMA+AANOMA+AASWMA+AAGRMA+AAIRMA+AAPOMA+AASPMA+ 
AANZMA+AASAMA+AAVEMA+AACOMA+AAJOMA+AASYMA+AAIDMA+       AAPAMA+AAPHMA+AATHMA+ 
AACHMA+AAARMA+AABRMA+AACEMA+AAMEMA+AAPEMA+AATUMA+AAPDMA+AARUMA+AAUEMA+AAEGMA+ 
AAISMA+AAKEMA+AABAMA+AAHKMA+AASIMA+AAVIMA+AANIMA+AAALMA+AAIAMA+AAINMA+AAIQMA+ 
AAKUMA+AALIMA+AAUAMA;                                                         
PRINTVAR SUMMA;                                                               

NAME          SUMMA   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  0.000000    
  1960.2  0.000000    
  1960.3  0.000000    
  1960.4  0.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  0.000000    
  1964.2  0.000000    
  1964.3  0.000000    
  1964.4  0.000000    
  1965.1  0.000000    
  1965.2  0.000000    
  1965.3  0.000000    
  1965.4  0.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.022426    
  2013.2  1.031957    
  2013.3  1.035906    
  2013.4  1.037744    
  2014.1  1.039311    
  2014.2  1.040119    
  2014.3  1.040604    
  2014.4  1.040924    
  2015.1  1.041982    
  2015.2  1.042385    
  2015.3  1.042543    
  2015.4  1.042590    
  2016.1  1.043482    
  2016.2  1.043699    
  2016.3  1.043679    
  2016.4  1.043565    
  2017.1  1.044372    
  2017.2  1.044479    
  2017.3  1.044354    
  2017.4  1.044149    
  2018.1  1.044919    
  2018.2  1.044972    
  2018.3  1.044796    
  2018.4  1.044545    
  2019.1  1.045306    
  2019.2  1.045331    
  2019.3  1.045125    
  2019.4  1.044847    
  2020.1  1.045618    
  2020.2  1.045631    
  2020.3  1.045409    
  2020.4  1.045117    
  2021.1  1.045901    
  2021.2  1.045910    
  2021.3  1.045680    
  2021.4  1.045381    
  2022.1  1.046175    
  2022.2  1.046183    
  2022.3  1.045951    
  2022.4  1.045649    
GENR SUMPA=                                                                   
AAUSPA+AACAPA+AAJAPA+AAAUPA+AAFRPA+AAGEPA+AAITPA+AANEPA+AASTPA+AAUKPA+AAFIPA+ 
AAASPA+AASOPA+AAKOPA+AABEPA+AADEPA+AANOPA+AASWPA+AAGRPA+AAIRPA+AAPOPA+AASPPA+ 
AANZPA+AASAPA+AAVEPA+AACOPA+AAJOPA+AASYPA+AAIDPA+AAMAPA+       AAPHPA+AATHPA+ 
AACHPA+AAARPA+AABRPA+AACEPA+AAMEPA+AAPEPA+AATUPA+AAPDPA+AARUPA+AAUEPA+AAEGPA+ 
AAISPA+AAKEPA+AABAPA+AAHKPA+AASIPA+AAVIPA+AANIPA+AAALPA+AAIAPA+AAINPA+AAIQPA+ 
AAKUPA+AALIPA+AAUAPA;                                                         
PRINTVAR SUMPA;                                                               

NAME          SUMPA   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9795975    
  2013.2 0.9731229    
  2013.3 0.9716153    
  2013.4 0.9721768    
  2014.1 0.9734204    
  2014.2 0.9748328    
  2014.3 0.9762793    
  2014.4 0.9776706    
  2015.1 0.9789787    
  2015.2 0.9799599    
  2015.3 0.9808070    
  2015.4 0.9815753    
  2016.1 0.9823674    
  2016.2 0.9828547    
  2016.3 0.9832493    
  2016.4 0.9836118    
  2017.1 0.9840761    
  2017.2 0.9842809    
  2017.3 0.9844333    
  2017.4 0.9845900    
  2018.1 0.9848885    
  2018.2 0.9849630    
  2018.3 0.9850046    
  2018.4 0.9850620    
  2019.1 0.9852618    
  2019.2 0.9852579    
  2019.3 0.9852266    
  2019.4 0.9852137    
  2020.1 0.9853333    
  2020.2 0.9852763    
  2020.3 0.9851995    
  2020.4 0.9851443    
  2021.1 0.9852087    
  2021.2 0.9851217    
  2021.3 0.9850211    
  2021.4 0.9849437    
  2022.1 0.9849724    
  2022.2 0.9848703    
  2022.3 0.9847595    
  2022.4 0.9846724    
GENR SUMPH=                                                                   
AAUSPH+AACAPH+AAJAPH+AAAUPH+AAFRPH+AAGEPH+AAITPH+AANEPH+AASTPH+AAUKPH+AAFIPH+ 
AAASPH+AASOPH+AAKOPH+AABEPH+AADEPH+AANOPH+AASWPH+AAGRPH+AAIRPH+AAPOPH+AASPPH+ 
AANZPH+AASAPH+AAVEPH+AACOPH+AAJOPH+AASYPH+AAIDPH+AAMAPH+AAPAPH+       AATHPH+ 
AACHPH+AAARPH+AABRPH+AACEPH+AAMEPH+AAPEPH+AATUPH+AAPDPH+AARUPH+AAUEPH+AAEGPH+ 
AAISPH+AAKEPH+AABAPH+AAHKPH+AASIPH+AAVIPH+AANIPH+AAALPH+AAIAPH+AAINPH+AAIQPH+ 
AAKUPH+AALIPH+AAUAPH;                                                         
PRINTVAR SUMPH;                                                               

NAME          SUMPH   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9739956    
  2013.2 0.9679706    
  2013.3 0.9678229    
  2013.4 0.9696624    
  2014.1 0.9719022    
  2014.2 0.9741727    
  2014.3 0.9762810    
  2014.4 0.9781835    
  2015.1 0.9795801    
  2015.2 0.9809749    
  2015.3 0.9822684    
  2015.4 0.9834363    
  2016.1 0.9840977    
  2016.2 0.9849159    
  2016.3 0.9857179    
  2016.4 0.9864518    
  2017.1 0.9866968    
  2017.2 0.9871714    
  2017.3 0.9876751    
  2017.4 0.9881452    
  2018.1 0.9881524    
  2018.2 0.9884207    
  2018.3 0.9887414    
  2018.4 0.9890477    
  2019.1 0.9889115    
  2019.2 0.9890484    
  2019.3 0.9892504    
  2019.4 0.9894508    
  2020.1 0.9892246    
  2020.2 0.9892802    
  2020.3 0.9894105    
  2020.4 0.9895482    
  2021.1 0.9892730    
  2021.2 0.9892834    
  2021.3 0.9893740    
  2021.4 0.9894776    
  2022.1 0.9891809    
  2022.2 0.9891694    
  2022.3 0.9892405    
  2022.4 0.9893277    
GENR SUMTH=                                                                   
AAUSTH+AACATH+AAJATH+AAAUTH+AAFRTH+AAGETH+AAITTH+AANETH+AASTTH+AAUKTH+AAFITH+ 
AAASTH+AASOTH+AAKOTH+AABETH+AADETH+AANOTH+AASWTH+AAGRTH+AAIRTH+AAPOTH+AASPTH+ 
AANZTH+AASATH+AAVETH+AACOTH+AAJOTH+AASYTH+AAIDTH+AAMATH+AAPATH+AAPHTH+        
AACHTH+AAARTH+AABRTH+AACETH+AAMETH+AAPETH+AATUTH+AAPDTH+AARUTH+AAUETH+AAEGTH+ 
AAISTH+AAKETH+AABATH+AAHKTH+AASITH+AAVITH+AANITH+AAALTH+AAIATH+AAINTH+AAIQTH+ 
AAKUTH+AALITH+AAUATH;                                                         
PRINTVAR SUMTH;                                                               

NAME          SUMTH   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.009054    
  2013.2  1.014488    
  2013.3  1.017684    
  2013.4  1.019550    
  2014.1  1.021541    
  2014.2  1.022393    
  2014.3  1.022685    
  2014.4  1.022700    
  2015.1  1.023674    
  2015.2  1.023845    
  2015.3  1.023693    
  2015.4  1.023419    
  2016.1  1.024235    
  2016.2  1.024277    
  2016.3  1.024016    
  2016.4  1.023642    
  2017.1  1.024377    
  2017.2  1.024340    
  2017.3  1.024009    
  2017.4  1.023577    
  2018.1  1.024264    
  2018.2  1.024191    
  2018.3  1.023828    
  2018.4  1.023366    
  2019.1  1.024012    
  2019.2  1.023897    
  2019.3  1.023494    
  2019.4  1.022991    
  2020.1  1.023580    
  2020.2  1.023423    
  2020.3  1.022986    
  2020.4  1.022455    
  2021.1  1.023000    
  2021.2  1.022817    
  2021.3  1.022363    
  2021.4  1.021821    
  2022.1  1.022339    
  2022.2  1.022145    
  2022.3  1.021689    
  2022.4  1.021148    
GENR SUMCH=                                                                   
AAUSCH+AACACH+AAJACH+AAAUCH+AAFRCH+AAGECH+AAITCH+AANECH+AASTCH+AAUKCH+AAFICH+ 
AAASCH+AASOCH+AAKOCH+AABECH+AADECH+AANOCH+AASWCH+AAGRCH+AAIRCH+AAPOCH+AASPCH+ 
AANZCH+AASACH+AAVECH+AACOCH+AAJOCH+AASYCH+AAIDCH+AAMACH+AAPACH+AAPHCH+AATHCH+ 
       AAARCH+AABRCH+AACECH+AAMECH+AAPECH+AATUCH+AAPDCH+AARUCH+AAUECH+AAEGCH+ 
AAISCH+AAKECH+AABACH+AAHKCH+AASICH+AAVICH+AANICH+AAALCH+AAIACH+AAINCH+AAIQCH+ 
AAKUCH+AALICH+AAUACH;                                                         
PRINTVAR SUMCH;                                                               

NAME          SUMCH   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9958420    
  2013.2 0.9938039    
  2013.3 0.9934809    
  2013.4 0.9940744    
  2014.1 0.9946383    
  2014.2 0.9955805    
  2014.3 0.9966212    
  2014.4 0.9976278    
  2015.1 0.9981854    
  2015.2 0.9988578    
  2015.3 0.9995313    
  2015.4  1.000161    
  2016.1  1.000432    
  2016.2  1.000822    
  2016.3  1.001241    
  2016.4  1.001651    
  2017.1  1.001779    
  2017.2  1.002036    
  2017.3  1.002340    
  2017.4  1.002654    
  2018.1  1.002729    
  2018.2  1.002935    
  2018.3  1.003193    
  2018.4  1.003468    
  2019.1  1.003518    
  2019.2  1.003701    
  2019.3  1.003937    
  2019.4  1.004192    
  2020.1  1.004222    
  2020.2  1.004394    
  2020.3  1.004626    
  2020.4  1.004881    
  2021.1  1.004905    
  2021.2  1.005083    
  2021.3  1.005328    
  2021.4  1.005598    
  2022.1  1.005631    
  2022.2  1.005828    
  2022.3  1.006095    
  2022.4  1.006389    
GENR SUMAR=                                                                   
AAUSAR+AACAAR+AAJAAR+AAAUAR+AAFRAR+AAGEAR+AAITAR+AANEAR+AASTAR+AAUKAR+AAFIAR+ 
AAASAR+AASOAR+AAKOAR+AABEAR+AADEAR+AANOAR+AASWAR+AAGRAR+AAIRAR+AAPOAR+AASPAR+ 
AANZAR+AASAAR+AAVEAR+AACOAR+AAJOAR+AASYAR+AAIDAR+AAMAAR+AAPAAR+AAPHAR+AATHAR+ 
AACHAR+       AABRAR+AACEAR+AAMEAR+AAPEAR+AATUAR+AAPDAR+AARUAR+AAUEAR+AAEGAR+ 
AAISAR+AAKEAR+AABAAR+AAHKAR+AASIAR+AAVIAR+AANIAR+AAALAR+AAIAAR+AAINAR+AAIQAR+ 
AAKUAR+AALIAR+AAUAAR;                                                         
PRINTVAR SUMAR;                                                               

NAME          SUMAR   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.002471    
  2013.2 0.9977130    
  2013.3 0.9972033    
  2013.4 0.9971907    
  2014.1 0.9943392    
  2014.2 0.9944063    
  2014.3 0.9948752    
  2014.4 0.9954833    
  2015.1 0.9931611    
  2015.2 0.9934842    
  2015.3 0.9941127    
  2015.4 0.9948066    
  2016.1 0.9933043    
  2016.2 0.9936661    
  2016.3 0.9942334    
  2016.4 0.9948301    
  2017.1 0.9938140    
  2017.2 0.9940981    
  2017.3 0.9945229    
  2017.4 0.9949636    
  2018.1 0.9942504    
  2018.2 0.9944254    
  2018.3 0.9946990    
  2018.4 0.9949810    
  2019.1 0.9944119    
  2019.2 0.9944669    
  2019.3 0.9945876    
  2019.4 0.9947102    
  2020.1 0.9941544    
  2020.2 0.9940970    
  2020.3 0.9940867    
  2020.4 0.9940763    
  2021.1 0.9934958    
  2021.2 0.9933502    
  2021.3 0.9932407    
  2021.4 0.9931306    
  2022.1 0.9925262    
  2022.2 0.9923188    
  2022.3 0.9921407    
  2022.4 0.9919624    
GENR SUMBR=                                                                   
AAUSBR+AACABR+AAJABR+AAAUBR+AAFRBR+AAGEBR+AAITBR+AANEBR+AASTBR+AAUKBR+AAFIBR+ 
AAASBR+AASOBR+AAKOBR+AABEBR+AADEBR+AANOBR+AASWBR+AAGRBR+AAIRBR+AAPOBR+AASPBR+ 
AANZBR+AASABR+AAVEBR+AACOBR+AAJOBR+AASYBR+AAIDBR+AAMABR+AAPABR+AAPHBR+AATHBR+ 
AACHBR+AAARBR+       AACEBR+AAMEBR+AAPEBR+AATUBR+AAPDBR+AARUBR+AAUEBR+AAEGBR+ 
AAISBR+AAKEBR+AABABR+AAHKBR+AASIBR+AAVIBR+AANIBR+AAALBR+AAIABR+AAINBR+AAIQBR+ 
AAKUBR+AALIBR+AAUABR;                                                         
PRINTVAR SUMBR;                                                               

NAME          SUMBR   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9759199    
  2013.2 0.9726459    
  2013.3 0.9719852    
  2013.4 0.9716984    
  2014.1 0.9717982    
  2014.2 0.9717643    
  2014.3 0.9716997    
  2014.4 0.9716276    
  2015.1 0.9715786    
  2015.2 0.9715139    
  2015.3 0.9714197    
  2015.4 0.9713091    
  2016.1 0.9711682    
  2016.2 0.9710540    
  2016.3 0.9709283    
  2016.4 0.9707993    
  2017.1 0.9706035    
  2017.2 0.9704810    
  2017.3 0.9703567    
  2017.4 0.9702329    
  2018.1 0.9700102    
  2018.2 0.9698952    
  2018.3 0.9697840    
  2018.4 0.9696774    
  2019.1 0.9694389    
  2019.2 0.9693526    
  2019.3 0.9692775    
  2019.4 0.9692096    
  2020.1 0.9689614    
  2020.2 0.9689152    
  2020.3 0.9688847    
  2020.4 0.9688601    
  2021.1 0.9686094    
  2021.2 0.9686025    
  2021.3 0.9686134    
  2021.4 0.9686272    
  2022.1 0.9683798    
  2022.2 0.9684061    
  2022.3 0.9684504    
  2022.4 0.9684947    
GENR SUMCE=                                                                   
AAUSCE+AACACE+AAJACE+AAAUCE+AAFRCE+AAGECE+AAITCE+AANECE+AASTCE+AAUKCE+AAFICE+ 
AAASCE+AASOCE+AAKOCE+AABECE+AADECE+AANOCE+AASWCE+AAGRCE+AAIRCE+AAPOCE+AASPCE+ 
AANZCE+AASACE+AAVECE+AACOCE+AAJOCE+AASYCE+AAIDCE+AAMACE+AAPACE+AAPHCE+AATHCE+ 
AACHCE+AAARCE+AABRCE+       AAMECE+AAPECE+AATUCE+AAPDCE+AARUCE+AAUECE+AAEGCE+ 
AAISCE+AAKECE+AABACE+AAHKCE+AASICE+AAVICE+AANICE+AAALCE+AAIACE+AAINCE+AAIQCE+ 
AAKUCE+AALICE+AAUACE;                                                         
PRINTVAR SUMCE;                                                               

NAME          SUMCE   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.022485    
  2013.2  1.023711    
  2013.3  1.021769    
  2013.4  1.019879    
  2014.1  1.017578    
  2014.2  1.015918    
  2014.3  1.014813    
  2014.4  1.014094    
  2015.1  1.012609    
  2015.2  1.011499    
  2015.3  1.010815    
  2015.4  1.010425    
  2016.1  1.009535    
  2016.2  1.008687    
  2016.3  1.008160    
  2016.4  1.007874    
  2017.1  1.007222    
  2017.2  1.006495    
  2017.3  1.006027    
  2017.4  1.005765    
  2018.1  1.005235    
  2018.2  1.004577    
  2018.3  1.004137    
  2018.4  1.003880    
  2019.1  1.003384    
  2019.2  1.002785    
  2019.3  1.002377    
  2019.4  1.002127    
  2020.1  1.001593    
  2020.2  1.001055    
  2020.3  1.000685    
  2020.4  1.000450    
  2021.1 0.9998758    
  2021.2 0.9993941    
  2021.3 0.9990625    
  2021.4 0.9988426    
  2022.1 0.9982456    
  2022.2 0.9978142    
  2022.3 0.9975164    
  2022.4 0.9973109    
GENR SUMME=                                                                   
AAUSME+AACAME+AAJAME+AAAUME+AAFRME+AAGEME+AAITME+AANEME+AASTME+AAUKME+AAFIME+ 
AAASME+AASOME+AAKOME+AABEME+AADEME+AANOME+AASWME+AAGRME+AAIRME+AAPOME+AASPME+ 
AANZME+AASAME+AAVEME+AACOME+AAJOME+AASYME+AAIDME+AAMAME+AAPAME+AAPHME+AATHME+ 
AACHME+AAARME+AABRME+AACEME+       AAPEME+AATUME+AAPDME+AARUME+AAUEME+AAEGME+ 
AAISME+AAKEME+AABAME+AAHKME+AASIME+AAVIME+AANIME+AAALME+AAIAME+AAINME+AAIQME+ 
AAKUME+AALIME+AAUAME;                                                         
PRINTVAR SUMME;                                                               

NAME          SUMME   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9963612    
  2013.2 0.9951929    
  2013.3 0.9958806    
  2013.4 0.9965990    
  2014.1 0.9951003    
  2014.2 0.9958758    
  2014.3 0.9965913    
  2014.4 0.9971812    
  2015.1 0.9960578    
  2015.2 0.9966489    
  2015.3 0.9971943    
  2015.4 0.9976319    
  2016.1 0.9970515    
  2016.2 0.9974499    
  2016.3 0.9977975    
  2016.4 0.9980651    
  2017.1 0.9977467    
  2017.2 0.9979699    
  2017.3 0.9981554    
  2017.4 0.9982912    
  2018.1 0.9980994    
  2018.2 0.9982050    
  2018.3 0.9982868    
  2018.4 0.9983394    
  2019.1 0.9981957    
  2019.2 0.9982288    
  2019.3 0.9982469    
  2019.4 0.9982482    
  2020.1 0.9981055    
  2020.2 0.9980996    
  2020.3 0.9980852    
  2020.4 0.9980611    
  2021.1 0.9979114    
  2021.2 0.9978894    
  2021.3 0.9978624    
  2021.4 0.9978290    
  2022.1 0.9976783    
  2022.2 0.9976533    
  2022.3 0.9976247    
  2022.4 0.9975912    
GENR SUMPE=                                                                   
AAUSPE+AACAPE+AAJAPE+AAAUPE+AAFRPE+AAGEPE+AAITPE+AANEPE+AASTPE+AAUKPE+AAFIPE+ 
AAASPE+AASOPE+AAKOPE+AABEPE+AADEPE+AANOPE+AASWPE+AAGRPE+AAIRPE+AAPOPE+AASPPE+ 
AANZPE+AASAPE+AAVEPE+AACOPE+AAJOPE+AASYPE+AAIDPE+AAMAPE+AAPAPE+AAPHPE+AATHPE+ 
AACHPE+AAARPE+AABRPE+AACEPE+AAMEPE+       AATUPE+AAPDPE+AARUPE+AAUEPE+AAEGPE+ 
AAISPE+AAKEPE+AABAPE+AAHKPE+AASIPE+AAVIPE+AANIPE+AAALPE+AAIAPE+AAINPE+AAIQPE+ 
AAKUPE+AALIPE+AAUAPE;                                                         
PRINTVAR SUMPE;                                                               

NAME          SUMPE   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9919265    
  2013.2 0.9868766    
  2013.3 0.9858322    
  2013.4 0.9858053    
  2014.1 0.9830336    
  2014.2 0.9830269    
  2014.3 0.9835075    
  2014.4 0.9841163    
  2015.1 0.9817638    
  2015.2 0.9818685    
  2015.3 0.9823939    
  2015.4 0.9830191    
  2016.1 0.9810127    
  2016.2 0.9811360    
  2016.3 0.9815958    
  2016.4 0.9821305    
  2017.1 0.9802771    
  2017.2 0.9803670    
  2017.3 0.9807485    
  2017.4 0.9811969    
  2018.1 0.9794438    
  2018.2 0.9795080    
  2018.3 0.9798228    
  2018.4 0.9801893    
  2019.1 0.9784768    
  2019.2 0.9784921    
  2019.3 0.9787260    
  2019.4 0.9790032    
  2020.1 0.9772872    
  2020.2 0.9772568    
  2020.3 0.9774271    
  2020.4 0.9776367    
  2021.1 0.9759208    
  2021.2 0.9758609    
  2021.3 0.9759884    
  2021.4 0.9761523    
  2022.1 0.9744506    
  2022.2 0.9743769    
  2022.3 0.9744798    
  2022.4 0.9746168    
GENR SUMTU=                                                                   
AAUSTU+AACATU+AAJATU+AAAUTU+AAFRTU+AAGETU+AAITTU+AANETU+AASTTU+AAUKTU+AAFITU+ 
AAASTU+AASOTU+AAKOTU+AABETU+AADETU+AANOTU+AASWTU+AAGRTU+AAIRTU+AAPOTU+AASPTU+ 
AANZTU+AASATU+AAVETU+AACOTU+AAJOTU+AASYTU+AAIDTU+AAMATU+AAPATU+AAPHTU+AATHTU+ 
AACHTU+AAARTU+AABRTU+AACETU+AAMETU+AAPETU+       AAPDTU+AARUTU+AAUETU+AAEGTU+ 
AAISTU+AAKETU+AABATU+AAHKTU+AASITU+AAVITU+AANITU+AAALTU+AAIATU+AAINTU+AAIQTU+ 
AAKUTU+AALITU+AAUATU;                                                         
PRINTVAR SUMTU;                                                               

NAME          SUMTU   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9928437    
  2013.2 0.9920314    
  2013.3 0.9932474    
  2013.4 0.9945417    
  2014.1 0.9945583    
  2014.2 0.9949830    
  2014.3 0.9956541    
  2014.4 0.9963781    
  2015.1 0.9961311    
  2015.2 0.9962912    
  2015.3 0.9967647    
  2015.4 0.9973386    
  2016.1 0.9971898    
  2016.2 0.9972737    
  2016.3 0.9976317    
  2016.4 0.9980805    
  2017.1 0.9979179    
  2017.2 0.9979043    
  2017.3 0.9981520    
  2017.4 0.9984942    
  2018.1 0.9983085    
  2018.2 0.9982193    
  2018.3 0.9983827    
  2018.4 0.9986434    
  2019.1 0.9984196    
  2019.2 0.9982729    
  2019.3 0.9983765    
  2019.4 0.9985817    
  2020.1 0.9983094    
  2020.2 0.9981233    
  2020.3 0.9981893    
  2020.4 0.9983607    
  2021.1 0.9980519    
  2021.2 0.9978412    
  2021.3 0.9978852    
  2021.4 0.9980372    
  2022.1 0.9977088    
  2022.2 0.9974840    
  2022.3 0.9975158    
  2022.4 0.9976577    
GENR SUMPD=                                                                   
AAUSPD+AACAPD+AAJAPD+AAAUPD+AAFRPD+AAGEPD+AAITPD+AANEPD+AASTPD+AAUKPD+AAFIPD+ 
AAASPD+AASOPD+AAKOPD+AABEPD+AADEPD+AANOPD+AASWPD+AAGRPD+AAIRPD+AAPOPD+AASPPD+ 
AANZPD+AASAPD+AAVEPD+AACOPD+AAJOPD+AASYPD+AAIDPD+AAMAPD+AAPAPD+AAPHPD+AATHPD+ 
AACHPD+AAARPD+AABRPD+AACEPD+AAMEPD+AAPEPD+AATUPD+       AARUPD+AAUEPD+AAEGPD+ 
AAISPD+AAKEPD+AABAPD+AAHKPD+AASIPD+AAVIPD+AANIPD+AAALPD+AAIAPD+AAINPD+AAIQPD+ 
AAKUPD+AALIPD+AAUAPD;                                                         
PRINTVAR SUMPD;                                                               

NAME          SUMPD   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9865741    
  2013.2 0.9837821    
  2013.3 0.9848808    
  2013.4 0.9871857    
  2014.1 0.9899621    
  2014.2 0.9923386    
  2014.3 0.9943479    
  2014.4 0.9960553    
  2015.1 0.9978811    
  2015.2 0.9992932    
  2015.3  1.000455    
  2015.4  1.001452    
  2016.1  1.002709    
  2016.2  1.003643    
  2016.3  1.004393    
  2016.4  1.005026    
  2017.1  1.005910    
  2017.2  1.006539    
  2017.3  1.007021    
  2017.4  1.007412    
  2018.1  1.008024    
  2018.2  1.008440    
  2018.3  1.008735    
  2018.4  1.008950    
  2019.1  1.009333    
  2019.2  1.009574    
  2019.3  1.009710    
  2019.4  1.009769    
  2020.1  1.009928    
  2020.2  1.010010    
  2020.3  1.010007    
  2020.4  1.009933    
  2021.1  1.009906    
  2021.2  1.009856    
  2021.3  1.009738    
  2021.4  1.009556    
  2022.1  1.009388    
  2022.2  1.009235    
  2022.3  1.009026    
  2022.4  1.008760    
GENR SUMRU=                                                                   
AAUSRU+AACARU+AAJARU+AAAURU+AAFRRU+AAGERU+AAITRU+AANERU+AASTRU+AAUKRU+AAFIRU+ 
AAASRU+AASORU+AAKORU+AABERU+AADERU+AANORU+AASWRU+AAGRRU+AAIRRU+AAPORU+AASPRU+ 
AANZRU+AASARU+AAVERU+AACORU+AAJORU+AASYRU+AAIDRU+AAMARU+AAPARU+AAPHRU+AATHRU+ 
AACHRU+AAARRU+AABRRU+AACERU+AAMERU+AAPERU+AATURU+AAPDRU+       AAUERU+AAEGRU+ 
AAISRU+AAKERU+AABARU+AAHKRU+AASIRU+AAVIRU+AANIRU+AAALRU+AAIARU+AAINRU+AAIQRU+ 
AAKURU+AALIRU+AAUARU;                                                         
PRINTVAR SUMRU;                                                               

NAME          SUMRU   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  0.000000    
  1960.2  0.000000    
  1960.3  0.000000    
  1960.4  0.000000    
  1961.1  0.000000    
  1961.2  0.000000    
  1961.3  0.000000    
  1961.4  0.000000    
  1962.1  0.000000    
  1962.2  0.000000    
  1962.3  0.000000    
  1962.4  0.000000    
  1963.1  0.000000    
  1963.2  0.000000    
  1963.3  0.000000    
  1963.4  0.000000    
  1964.1  0.000000    
  1964.2  0.000000    
  1964.3  0.000000    
  1964.4  0.000000    
  1965.1  0.000000    
  1965.2  0.000000    
  1965.3  0.000000    
  1965.4  0.000000    
  1966.1  0.000000    
  1966.2  0.000000    
  1966.3  0.000000    
  1966.4  0.000000    
  1967.1  0.000000    
  1967.2  0.000000    
  1967.3  0.000000    
  1967.4  0.000000    
  1968.1  0.000000    
  1968.2  0.000000    
  1968.3  0.000000    
  1968.4  0.000000    
  1969.1  0.000000    
  1969.2  0.000000    
  1969.3  0.000000    
  1969.4  0.000000    
  1970.1  0.000000    
  1970.2  0.000000    
  1970.3  0.000000    
  1970.4  0.000000    
  1971.1  0.000000    
  1971.2  0.000000    
  1971.3  0.000000    
  1971.4  0.000000    
  1972.1  0.000000    
  1972.2  0.000000    
  1972.3  0.000000    
  1972.4  0.000000    
  1973.1  0.000000    
  1973.2  0.000000    
  1973.3  0.000000    
  1973.4  0.000000    
  1974.1  0.000000    
  1974.2  0.000000    
  1974.3  0.000000    
  1974.4  0.000000    
  1975.1  0.000000    
  1975.2  0.000000    
  1975.3  0.000000    
  1975.4  0.000000    
  1976.1  0.000000    
  1976.2  0.000000    
  1976.3  0.000000    
  1976.4  0.000000    
  1977.1  0.000000    
  1977.2  0.000000    
  1977.3  0.000000    
  1977.4  0.000000    
  1978.1  0.000000    
  1978.2  0.000000    
  1978.3  0.000000    
  1978.4  0.000000    
  1979.1  0.000000    
  1979.2  0.000000    
  1979.3  0.000000    
  1979.4  0.000000    
  1980.1  0.000000    
  1980.2  0.000000    
  1980.3  0.000000    
  1980.4  0.000000    
  1981.1  0.000000    
  1981.2  0.000000    
  1981.3  0.000000    
  1981.4  0.000000    
  1982.1  0.000000    
  1982.2  0.000000    
  1982.3  0.000000    
  1982.4  0.000000    
  1983.1  0.000000    
  1983.2  0.000000    
  1983.3  0.000000    
  1983.4  0.000000    
  1984.1  0.000000    
  1984.2  0.000000    
  1984.3  0.000000    
  1984.4  0.000000    
  1985.1  0.000000    
  1985.2  0.000000    
  1985.3  0.000000    
  1985.4  0.000000    
  1986.1  0.000000    
  1986.2  0.000000    
  1986.3  0.000000    
  1986.4  0.000000    
  1987.1  0.000000    
  1987.2  0.000000    
  1987.3  0.000000    
  1987.4  0.000000    
  1988.1  0.000000    
  1988.2  0.000000    
  1988.3  0.000000    
  1988.4  0.000000    
  1989.1  0.000000    
  1989.2  0.000000    
  1989.3  0.000000    
  1989.4  0.000000    
  1990.1  0.000000    
  1990.2  0.000000    
  1990.3  0.000000    
  1990.4  0.000000    
  1991.1  0.000000    
  1991.2  0.000000    
  1991.3  0.000000    
  1991.4  0.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.000000    
  2013.2  1.000000    
  2013.3  1.000000    
  2013.4  1.000000    
  2014.1  1.000000    
  2014.2  1.000000    
  2014.3  1.000000    
  2014.4  1.000000    
  2015.1  1.000000    
  2015.2  1.000000    
  2015.3  1.000000    
  2015.4  1.000000    
  2016.1  1.000000    
  2016.2  1.000000    
  2016.3  1.000000    
  2016.4  1.000000    
  2017.1  1.000000    
  2017.2  1.000000    
  2017.3  1.000000    
  2017.4  1.000000    
  2018.1  1.000000    
  2018.2  1.000000    
  2018.3  1.000000    
  2018.4  1.000000    
  2019.1  1.000000    
  2019.2  1.000000    
  2019.3  1.000000    
  2019.4  1.000000    
  2020.1  1.000000    
  2020.2  1.000000    
  2020.3  1.000000    
  2020.4  1.000000    
  2021.1  1.000000    
  2021.2  1.000000    
  2021.3  1.000000    
  2021.4  1.000000    
  2022.1  1.000000    
  2022.2  1.000000    
  2022.3  1.000000    
  2022.4  1.000000    
GENR SUMUE=                                                                   
AAUSUE+AACAUE+AAJAUE+AAAUUE+AAFRUE+AAGEUE+AAITUE+AANEUE+AASTUE+AAUKUE+AAFIUE+ 
AAASUE+AASOUE+AAKOUE+AABEUE+AADEUE+AANOUE+AASWUE+AAGRUE+AAIRUE+AAPOUE+AASPUE+ 
AANZUE+AASAUE+AAVEUE+AACOUE+AAJOUE+AASYUE+AAIDUE+AAMAUE+AAPAUE+AAPHUE+AATHUE+ 
AACHUE+AAARUE+AABRUE+AACEUE+AAMEUE+AAPEUE+AATUUE+AAPDUE+AARUUE+       AAEGUE+ 
AAISUE+AAKEUE+AABAUE+AAHKUE+AASIUE+AAVIUE+AANIUE+AAALUE+AAIAUE+AAINUE+AAIQUE+ 
AAKUUE+AALIUE+AAUAUE;                                                         
PRINTVAR SUMUE;                                                               

NAME          SUMUE   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  0.000000    
  1960.2  0.000000    
  1960.3  0.000000    
  1960.4  0.000000    
  1961.1  0.000000    
  1961.2  0.000000    
  1961.3  0.000000    
  1961.4  0.000000    
  1962.1  0.000000    
  1962.2  0.000000    
  1962.3  0.000000    
  1962.4  0.000000    
  1963.1  0.000000    
  1963.2  0.000000    
  1963.3  0.000000    
  1963.4  0.000000    
  1964.1  0.000000    
  1964.2  0.000000    
  1964.3  0.000000    
  1964.4  0.000000    
  1965.1  0.000000    
  1965.2  0.000000    
  1965.3  0.000000    
  1965.4  0.000000    
  1966.1  0.000000    
  1966.2  0.000000    
  1966.3  0.000000    
  1966.4  0.000000    
  1967.1  0.000000    
  1967.2  0.000000    
  1967.3  0.000000    
  1967.4  0.000000    
  1968.1  0.000000    
  1968.2  0.000000    
  1968.3  0.000000    
  1968.4  0.000000    
  1969.1  0.000000    
  1969.2  0.000000    
  1969.3  0.000000    
  1969.4  0.000000    
  1970.1  0.000000    
  1970.2  0.000000    
  1970.3  0.000000    
  1970.4  0.000000    
  1971.1  0.000000    
  1971.2  0.000000    
  1971.3  0.000000    
  1971.4  0.000000    
  1972.1  0.000000    
  1972.2  0.000000    
  1972.3  0.000000    
  1972.4  0.000000    
  1973.1  0.000000    
  1973.2  0.000000    
  1973.3  0.000000    
  1973.4  0.000000    
  1974.1  0.000000    
  1974.2  0.000000    
  1974.3  0.000000    
  1974.4  0.000000    
  1975.1  0.000000    
  1975.2  0.000000    
  1975.3  0.000000    
  1975.4  0.000000    
  1976.1  0.000000    
  1976.2  0.000000    
  1976.3  0.000000    
  1976.4  0.000000    
  1977.1  0.000000    
  1977.2  0.000000    
  1977.3  0.000000    
  1977.4  0.000000    
  1978.1  0.000000    
  1978.2  0.000000    
  1978.3  0.000000    
  1978.4  0.000000    
  1979.1  0.000000    
  1979.2  0.000000    
  1979.3  0.000000    
  1979.4  0.000000    
  1980.1  0.000000    
  1980.2  0.000000    
  1980.3  0.000000    
  1980.4  0.000000    
  1981.1  0.000000    
  1981.2  0.000000    
  1981.3  0.000000    
  1981.4  0.000000    
  1982.1  0.000000    
  1982.2  0.000000    
  1982.3  0.000000    
  1982.4  0.000000    
  1983.1  0.000000    
  1983.2  0.000000    
  1983.3  0.000000    
  1983.4  0.000000    
  1984.1  0.000000    
  1984.2  0.000000    
  1984.3  0.000000    
  1984.4  0.000000    
  1985.1  0.000000    
  1985.2  0.000000    
  1985.3  0.000000    
  1985.4  0.000000    
  1986.1  0.000000    
  1986.2  0.000000    
  1986.3  0.000000    
  1986.4  0.000000    
  1987.1  0.000000    
  1987.2  0.000000    
  1987.3  0.000000    
  1987.4  0.000000    
  1988.1  0.000000    
  1988.2  0.000000    
  1988.3  0.000000    
  1988.4  0.000000    
  1989.1  0.000000    
  1989.2  0.000000    
  1989.3  0.000000    
  1989.4  0.000000    
  1990.1  0.000000    
  1990.2  0.000000    
  1990.3  0.000000    
  1990.4  0.000000    
  1991.1  0.000000    
  1991.2  0.000000    
  1991.3  0.000000    
  1991.4  0.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.000000    
  2013.2  1.000000    
  2013.3  1.000000    
  2013.4  1.000000    
  2014.1  1.000000    
  2014.2  1.000000    
  2014.3  1.000000    
  2014.4  1.000000    
  2015.1  1.000000    
  2015.2  1.000000    
  2015.3  1.000000    
  2015.4  1.000000    
  2016.1  1.000000    
  2016.2  1.000000    
  2016.3  1.000000    
  2016.4  1.000000    
  2017.1  1.000000    
  2017.2  1.000000    
  2017.3  1.000000    
  2017.4  1.000000    
  2018.1  1.000000    
  2018.2  1.000000    
  2018.3  1.000000    
  2018.4  1.000000    
  2019.1  1.000000    
  2019.2  1.000000    
  2019.3  1.000000    
  2019.4  1.000000    
  2020.1  1.000000    
  2020.2  1.000000    
  2020.3  1.000000    
  2020.4  1.000000    
  2021.1  1.000000    
  2021.2  1.000000    
  2021.3  1.000000    
  2021.4  1.000000    
  2022.1  1.000000    
  2022.2  1.000000    
  2022.3  1.000000    
  2022.4  1.000000    
GENR SUMEG=                                                                   
AAUSEG+AACAEG+AAJAEG+AAAUEG+AAFREG+AAGEEG+AAITEG+AANEEG+AASTEG+AAUKEG+AAFIEG+ 
AAASEG+AASOEG+AAKOEG+AABEEG+AADEEG+AANOEG+AASWEG+AAGREG+AAIREG+AAPOEG+AASPEG+ 
AANZEG+AASAEG+AAVEEG+AACOEG+AAJOEG+AASYEG+AAIDEG+AAMAEG+AAPAEG+AAPHEG+AATHEG+ 
AACHEG+AAAREG+AABREG+AACEEG+AAMEEG+AAPEEG+AATUEG+AAPDEG+AARUEG+AAUEEG+        
AAISEG+AAKEEG+AABAEG+AAHKEG+AASIEG+AAVIEG+AANIEG+AAALEG+AAIAEG+AAINEG+AAIQEG+ 
AAKUEG+AALIEG+AAUAEG;                                                         
PRINTVAR SUMEG;                                                               

NAME          SUMEG   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.007043    
  2013.2  1.010101    
  2013.3  1.013161    
  2013.4  1.015280    
  2014.1  1.012603    
  2014.2  1.012213    
  2014.3  1.012494    
  2014.4  1.013015    
  2015.1  1.010241    
  2015.2  1.009680    
  2015.3  1.009869    
  2015.4  1.010350    
  2016.1  1.008163    
  2016.2  1.007761    
  2016.3  1.007961    
  2016.4  1.008395    
  2017.1  1.006579    
  2017.2  1.006241    
  2017.3  1.006409    
  2017.4  1.006783    
  2018.1  1.005218    
  2018.2  1.004919    
  2018.3  1.005061    
  2018.4  1.005386    
  2019.1  1.004002    
  2019.2  1.003726    
  2019.3  1.003843    
  2019.4  1.004130    
  2020.1  1.002889    
  2020.2  1.002636    
  2020.3  1.002743    
  2020.4  1.003013    
  2021.1  1.001890    
  2021.2  1.001665    
  2021.3  1.001774    
  2021.4  1.002038    
  2022.1  1.001014    
  2022.2  1.000818    
  2022.3  1.000937    
  2022.4  1.001204    
GENR SUMIS=                                                                   
AAUSIS+AACAIS+AAJAIS+AAAUIS+AAFRIS+AAGEIS+AAITIS+AANEIS+AASTIS+AAUKIS+AAFIIS+ 
AAASIS+AASOIS+AAKOIS+AABEIS+AADEIS+AANOIS+AASWIS+AAGRIS+AAIRIS+AAPOIS+AASPIS+ 
AANZIS+AASAIS+AAVEIS+AACOIS+AAJOIS+AASYIS+AAIDIS+AAMAIS+AAPAIS+AAPHIS+AATHIS+ 
AACHIS+AAARIS+AABRIS+AACEIS+AAMEIS+AAPEIS+AATUIS+AAPDIS+AARUIS+AAUEIS+AAEGIS+ 
       AAKEIS+AABAIS+AAHKIS+AASIIS+AAVIIS+AANIIS+AAALIS+AAIAIS+AAINIS+AAIQIS+ 
AAKUIS+AALIIS+AAUAIS;                                                         
PRINTVAR SUMIS;                                                               

NAME          SUMIS   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.001550    
  2013.2  1.007795    
  2013.3  1.012416    
  2013.4  1.015119    
  2014.1  1.016890    
  2014.2  1.017817    
  2014.3  1.018248    
  2014.4  1.018423    
  2015.1  1.019009    
  2015.2  1.019367    
  2015.3  1.019616    
  2015.4  1.019812    
  2016.1  1.020593    
  2016.2  1.021084    
  2016.3  1.021418    
  2016.4  1.021649    
  2017.1  1.022377    
  2017.2  1.022789    
  2017.3  1.023024    
  2017.4  1.023145    
  2018.1  1.023685    
  2018.2  1.023940    
  2018.3  1.024035    
  2018.4  1.024019    
  2019.1  1.024297    
  2019.2  1.024352    
  2019.3  1.024270    
  2019.4  1.024089    
  2020.1  1.024054    
  2020.2  1.023895    
  2020.3  1.023646    
  2020.4  1.023321    
  2021.1  1.023030    
  2021.2  1.022704    
  2021.3  1.022328    
  2021.4  1.021899    
  2022.1  1.021438    
  2022.2  1.021001    
  2022.3  1.020541    
  2022.4  1.020044    
GENR SUMKE=                                                                   
AAUSKE+AACAKE+AAJAKE+AAAUKE+AAFRKE+AAGEKE+AAITKE+AANEKE+AASTKE+AAUKKE+AAFIKE+ 
AAASKE+AASOKE+AAKOKE+AABEKE+AADEKE+AANOKE+AASWKE+AAGRKE+AAIRKE+AAPOKE+AASPKE+ 
AANZKE+AASAKE+AAVEKE+AACOKE+AAJOKE+AASYKE+AAIDKE+AAMAKE+AAPAKE+AAPHKE+AATHKE+ 
AACHKE+AAARKE+AABRKE+AACEKE+AAMEKE+AAPEKE+AATUKE+AAPDKE+AARUKE+AAUEKE+AAEGKE+ 
AAISKE+       AABAKE+AAHKKE+AASIKE+AAVIKE+AANIKE+AAALKE+AAIAKE+AAINKE+AAIQKE+ 
AAKUKE+AALIKE+AAUAKE;                                                         
PRINTVAR SUMKE;                                                               

NAME          SUMKE   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.002535    
  2013.2  1.005301    
  2013.3  1.006954    
  2013.4  1.007548    
  2014.1  1.008623    
  2014.2  1.008824    
  2014.3  1.008477    
  2014.4  1.007810    
  2015.1  1.008118    
  2015.2  1.008004    
  2015.3  1.007611    
  2015.4  1.007048    
  2016.1  1.007456    
  2016.2  1.007466    
  2016.3  1.007206    
  2016.4  1.006769    
  2017.1  1.007253    
  2017.2  1.007316    
  2017.3  1.007104    
  2017.4  1.006716    
  2018.1  1.007231    
  2018.2  1.007311    
  2018.3  1.007113    
  2018.4  1.006739    
  2019.1  1.007264    
  2019.2  1.007331    
  2019.3  1.007116    
  2019.4  1.006722    
  2020.1  1.007242    
  2020.2  1.007286    
  2020.3  1.007045    
  2020.4  1.006630    
  2021.1  1.007146    
  2021.2  1.007174    
  2021.3  1.006916    
  2021.4  1.006488    
  2022.1  1.007006    
  2022.2  1.007027    
  2022.3  1.006762    
  2022.4  1.006329    
GENR SUMBA=                                                                   
AAUSBA+AACABA+AAJABA+AAAUBA+AAFRBA+AAGEBA+AAITBA+AANEBA+AASTBA+AAUKBA+AAFIBA+ 
AAASBA+AASOBA+AAKOBA+AABEBA+AADEBA+AANOBA+AASWBA+AAGRBA+AAIRBA+AAPOBA+AASPBA+ 
AANZBA+AASABA+AAVEBA+AACOBA+AAJOBA+AASYBA+AAIDBA+AAMABA+AAPABA+AAPHBA+AATHBA+ 
AACHBA+AAARBA+AABRBA+AACEBA+AAMEBA+AAPEBA+AATUBA+AAPDBA+AARUBA+AAUEBA+AAEGBA+ 
AAISBA+AAKEBA+       AAHKBA+AASIBA+AAVIBA+AANIBA+AAALBA+AAIABA+AAINBA+AAIQBA+ 
AAKUBA+AALIBA+AAUABA;                                                         
PRINTVAR SUMBA;                                                               

NAME          SUMBA   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  0.000000    
  1960.2  0.000000    
  1960.3  0.000000    
  1960.4  0.000000    
  1961.1  0.000000    
  1961.2  0.000000    
  1961.3  0.000000    
  1961.4  0.000000    
  1962.1  0.000000    
  1962.2  0.000000    
  1962.3  0.000000    
  1962.4  0.000000    
  1963.1  0.000000    
  1963.2  0.000000    
  1963.3  0.000000    
  1963.4  0.000000    
  1964.1  0.000000    
  1964.2  0.000000    
  1964.3  0.000000    
  1964.4  0.000000    
  1965.1  0.000000    
  1965.2  0.000000    
  1965.3  0.000000    
  1965.4  0.000000    
  1966.1  0.000000    
  1966.2  0.000000    
  1966.3  0.000000    
  1966.4  0.000000    
  1967.1  0.000000    
  1967.2  0.000000    
  1967.3  0.000000    
  1967.4  0.000000    
  1968.1  0.000000    
  1968.2  0.000000    
  1968.3  0.000000    
  1968.4  0.000000    
  1969.1  0.000000    
  1969.2  0.000000    
  1969.3  0.000000    
  1969.4  0.000000    
  1970.1  0.000000    
  1970.2  0.000000    
  1970.3  0.000000    
  1970.4  0.000000    
  1971.1  0.000000    
  1971.2  0.000000    
  1971.3  0.000000    
  1971.4  0.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9526870    
  2013.2 0.9451713    
  2013.3 0.9472217    
  2013.4 0.9505171    
  2014.1 0.9478983    
  2014.2 0.9493048    
  2014.3 0.9515189    
  2014.4 0.9537027    
  2015.1 0.9505426    
  2015.2 0.9512733    
  2015.3 0.9529742    
  2015.4 0.9548099    
  2016.1 0.9519774    
  2016.2 0.9525795    
  2016.3 0.9540732    
  2016.4 0.9557130    
  2017.1 0.9530999    
  2017.2 0.9536011    
  2017.3 0.9549213    
  2017.4 0.9563847    
  2018.1 0.9538857    
  2018.2 0.9542910    
  2018.3 0.9554614    
  2018.4 0.9567679    
  2019.1 0.9542943    
  2019.2 0.9546015    
  2019.3 0.9556366    
  2019.4 0.9568050    
  2020.1 0.9542994    
  2020.2 0.9545316    
  2020.3 0.9554714    
  2020.4 0.9565429    
  2021.1 0.9540144    
  2021.2 0.9542026    
  2021.3 0.9550814    
  2021.4 0.9560883    
  2022.1 0.9535605    
  2022.2 0.9537271    
  2022.3 0.9545668    
  2022.4 0.9555292    
GENR SUMHK=                                                                   
AAUSHK+AACAHK+AAJAHK+AAAUHK+AAFRHK+AAGEHK+AAITHK+AANEHK+AASTHK+AAUKHK+AAFIHK+ 
AAASHK+AASOHK+AAKOHK+AABEHK+AADEHK+AANOHK+AASWHK+AAGRHK+AAIRHK+AAPOHK+AASPHK+ 
AANZHK+AASAHK+AAVEHK+AACOHK+AAJOHK+AASYHK+AAIDHK+AAMAHK+AAPAHK+AAPHHK+AATHHK+ 
AACHHK+AAARHK+AABRHK+AACEHK+AAMEHK+AAPEHK+AATUHK+AAPDHK+AARUHK+AAUEHK+AAEGHK+ 
AAISHK+AAKEHK+AABAHK+       AASIHK+AAVIHK+AANIHK+AAALHK+AAIAHK+AAINHK+AAIQHK+ 
AAKUHK+AALIHK+AAUAHK;                                                         
PRINTVAR SUMHK;                                                               

NAME          SUMHK   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.006879    
  2013.2  1.011970    
  2013.3  1.015126    
  2013.4  1.017040    
  2014.1  1.019125    
  2014.2  1.020246    
  2014.3  1.020809    
  2014.4  1.021041    
  2015.1  1.022175    
  2015.2  1.022664    
  2015.3  1.022809    
  2015.4  1.022762    
  2016.1  1.023711    
  2016.2  1.024062    
  2016.3  1.024099    
  2016.4  1.023960    
  2017.1  1.024829    
  2017.2  1.025106    
  2017.3  1.025073    
  2017.4  1.024872    
  2018.1  1.025686    
  2018.2  1.025913    
  2018.3  1.025835    
  2018.4  1.025590    
  2019.1  1.026361    
  2019.2  1.026545    
  2019.3  1.026424    
  2019.4  1.026135    
  2020.1  1.026859    
  2020.2  1.027002    
  2020.3  1.026841    
  2020.4  1.026514    
  2021.1  1.027198    
  2021.2  1.027308    
  2021.3  1.027117    
  2021.4  1.026761    
  2022.1  1.027414    
  2022.2  1.027500    
  2022.3  1.027288    
  2022.4  1.026914    
GENR SUMSI=                                                                   
AAUSSI+AACASI+AAJASI+AAAUSI+AAFRSI+AAGESI+AAITSI+AANESI+AASTSI+AAUKSI+AAFISI+ 
AAASSI+AASOSI+AAKOSI+AABESI+AADESI+AANOSI+AASWSI+AAGRSI+AAIRSI+AAPOSI+AASPSI+ 
AANZSI+AASASI+AAVESI+AACOSI+AAJOSI+AASYSI+AAIDSI+AAMASI+AAPASI+AAPHSI+AATHSI+ 
AACHSI+AAARSI+AABRSI+AACESI+AAMESI+AAPESI+AATUSI+AAPDSI+AARUSI+AAUESI+AAEGSI+ 
AAISSI+AAKESI+AABASI+AAHKSI+       AAVISI+AANISI+AAALSI+AAIASI+AAINSI+AAIQSI+ 
AAKUSI+AALISI+AAUASI;                                                         
PRINTVAR SUMSI;                                                               

NAME          SUMSI   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.004900    
  2013.2  1.009182    
  2013.3  1.011412    
  2013.4  1.012384    
  2014.1  1.012569    
  2014.2  1.012396    
  2014.3  1.012165    
  2014.4  1.011955    
  2015.1  1.011905    
  2015.2  1.011614    
  2015.3  1.011369    
  2015.4  1.011206    
  2016.1  1.011369    
  2016.2  1.011169    
  2016.3  1.010978    
  2016.4  1.010853    
  2017.1  1.011113    
  2017.2  1.010946    
  2017.3  1.010771    
  2017.4  1.010657    
  2018.1  1.010962    
  2018.2  1.010808    
  2018.3  1.010636    
  2018.4  1.010517    
  2019.1  1.010818    
  2019.2  1.010651    
  2019.3  1.010456    
  2019.4  1.010313    
  2020.1  1.010577    
  2020.2  1.010391    
  2020.3  1.010180    
  2020.4  1.010020    
  2021.1  1.010250    
  2021.2  1.010055    
  2021.3  1.009838    
  2021.4  1.009673    
  2022.1  1.009877    
  2022.2  1.009681    
  2022.3  1.009465    
  2022.4  1.009300    
GENR SUMVI=                                                                   
AAUSVI+AACAVI+AAJAVI+AAAUVI+AAFRVI+AAGEVI+AAITVI+AANEVI+AASTVI+AAUKVI+AAFIVI+ 
AAASVI+AASOVI+AAKOVI+AABEVI+AADEVI+AANOVI+AASWVI+AAGRVI+AAIRVI+AAPOVI+AASPVI+ 
AANZVI+AASAVI+AAVEVI+AACOVI+AAJOVI+AASYVI+AAIDVI+AAMAVI+AAPAVI+AAPHVI+AATHVI+ 
AACHVI+AAARVI+AABRVI+AACEVI+AAMEVI+AAPEVI+AATUVI+AAPDVI+AARUVI+AAUEVI+AAEGVI+ 
AAISVI+AAKEVI+AABAVI+AAHKVI+AASIVI+       AANIVI+AAALVI+AAIAVI+AAINVI+AAIQVI+ 
AAKUVI+AALIVI+AAUAVI;                                                         
PRINTVAR SUMVI;                                                               

NAME          SUMVI   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.009729    
  2013.2  1.015231    
  2013.3  1.018370    
  2013.4  1.020462    
  2014.1  1.023612    
  2014.2  1.025072    
  2014.3  1.026048    
  2014.4  1.026803    
  2015.1  1.029215    
  2015.2  1.030087    
  2015.3  1.030597    
  2015.4  1.030979    
  2016.1  1.033065    
  2016.2  1.033696    
  2016.3  1.033994    
  2016.4  1.034181    
  2017.1  1.036051    
  2017.2  1.036524    
  2017.3  1.036683    
  2017.4  1.036747    
  2018.1  1.038469    
  2018.2  1.038840    
  2018.3  1.038910    
  2018.4  1.038889    
  2019.1  1.040488    
  2019.2  1.040763    
  2019.3  1.040745    
  2019.4  1.040640    
  2020.1  1.042120    
  2020.2  1.042307    
  2020.3  1.042212    
  2020.4  1.042040    
  2021.1  1.043420    
  2021.2  1.043537    
  2021.3  1.043385    
  2021.4  1.043165    
  2022.1  1.044465    
  2022.2  1.044530    
  2022.3  1.044339    
  2022.4  1.044086    
GENR SUMNI=                                                                   
AAUSNI+AACANI+AAJANI+AAAUNI+AAFRNI+AAGENI+AAITNI+AANENI+AASTNI+AAUKNI+AAFINI+ 
AAASNI+AASONI+AAKONI+AABENI+AADENI+AANONI+AASWNI+AAGRNI+AAIRNI+AAPONI+AASPNI+ 
AANZNI+AASANI+AAVENI+AACONI+AAJONI+AASYNI+AAIDNI+AAMANI+AAPANI+AAPHNI+AATHNI+ 
AACHNI+AAARNI+AABRNI+AACENI+AAMENI+AAPENI+AATUNI+AAPDNI+AARUNI+AAUENI+AAEGNI+ 
AAISNI+AAKENI+AABANI+AAHKNI+AASINI+AAVINI+       AAALNI+AAIANI+AAINNI+AAIQNI+ 
AAKUNI+AALINI+AAUANI;                                                         
PRINTVAR SUMNI;                                                               

NAME          SUMNI   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.004463    
  2013.2  1.005882    
  2013.3  1.007090    
  2013.4  1.007302    
  2014.1  1.002632    
  2014.2  1.001274    
  2014.3  1.000544    
  2014.4  1.000060    
  2015.1 0.9959230    
  2015.2 0.9947346    
  2015.3 0.9942246    
  2015.4 0.9939982    
  2016.1 0.9911199    
  2016.2 0.9903684    
  2016.3 0.9901372    
  2016.4 0.9901307    
  2017.1 0.9882186    
  2017.2 0.9878335    
  2017.3 0.9878230    
  2017.4 0.9879680    
  2018.1 0.9867852    
  2018.2 0.9866580    
  2018.3 0.9867745    
  2018.4 0.9869766    
  2019.1 0.9862296    
  2019.2 0.9862222    
  2019.3 0.9863542    
  2019.4 0.9865152    
  2020.1 0.9859365    
  2020.2 0.9859508    
  2020.3 0.9860390    
  2020.4 0.9861188    
  2021.1 0.9855733    
  2021.2 0.9855639    
  2021.3 0.9855888    
  2021.4 0.9855820    
  2022.1 0.9850151    
  2022.2 0.9849689    
  2022.3 0.9849344    
  2022.4 0.9848545    
GENR SUMAL=                                                                   
AAUSAL+AACAAL+AAJAAL+AAAUAL+AAFRAL+AAGEAL+AAITAL+AANEAL+AASTAL+AAUKAL+AAFIAL+ 
AAASAL+AASOAL+AAKOAL+AABEAL+AADEAL+AANOAL+AASWAL+AAGRAL+AAIRAL+AAPOAL+AASPAL+ 
AANZAL+AASAAL+AAVEAL+AACOAL+AAJOAL+AASYAL+AAIDAL+AAMAAL+AAPAAL+AAPHAL+AATHAL+ 
AACHAL+AAARAL+AABRAL+AACEAL+AAMEAL+AAPEAL+AATUAL+AAPDAL+AARUAL+AAUEAL+AAEGAL+ 
AAISAL+AAKEAL+AABAAL+AAHKAL+AASIAL+AAVIAL+AANIAL+       AAIAAL+AAINAL+AAIQAL+ 
AAKUAL+AALIAL+AAUAAL;                                                         
PRINTVAR SUMAL;                                                               

NAME          SUMAL   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9692635    
  2013.2 0.9741241    
  2013.3 0.9826310    
  2013.4 0.9882803    
  2014.1 0.9900463    
  2014.2 0.9921523    
  2014.3 0.9938065    
  2014.4 0.9950816    
  2015.1 0.9947672    
  2015.2 0.9955308    
  2015.3 0.9963880    
  2015.4 0.9971669    
  2016.1 0.9967441    
  2016.2 0.9972517    
  2016.3 0.9978776    
  2016.4 0.9984671    
  2017.1 0.9980382    
  2017.2 0.9984200    
  2017.3 0.9989143    
  2017.4 0.9993872    
  2018.1 0.9989601    
  2018.2 0.9992650    
  2018.3 0.9996790    
  2018.4  1.000083    
  2019.1 0.9996592    
  2019.2 0.9999255    
  2019.3  1.000295    
  2019.4  1.000655    
  2020.1  1.000213    
  2020.2  1.000449    
  2020.3  1.000784    
  2020.4  1.001108    
  2021.1  1.000637    
  2021.2  1.000849    
  2021.3  1.001158    
  2021.4  1.001457    
  2022.1  1.000959    
  2022.2  1.001154    
  2022.3  1.001447    
  2022.4  1.001730    
GENR SUMIA=                                                                   
AAUSIA+AACAIA+AAJAIA+AAAUIA+AAFRIA+AAGEIA+AAITIA+AANEIA+AASTIA+AAUKIA+AAFIIA+ 
AAASIA+AASOIA+AAKOIA+AABEIA+AADEIA+AANOIA+AASWIA+AAGRIA+AAIRIA+AAPOIA+AASPIA+ 
AANZIA+AASAIA+AAVEIA+AACOIA+AAJOIA+AASYIA+AAIDIA+AAMAIA+AAPAIA+AAPHIA+AATHIA+ 
AACHIA+AAARIA+AABRIA+AACEIA+AAMEIA+AAPEIA+AATUIA+AAPDIA+AARUIA+AAUEIA+AAEGIA+ 
AAISIA+AAKEIA+AABAIA+AAHKIA+AASIIA+AAVIIA+AANIIA+AAALIA+       AAINIA+AAIQIA+ 
AAKUIA+AALIIA+AAUAIA;                                                         
PRINTVAR SUMIA;                                                               

NAME          SUMIA   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.003083    
  2013.2  1.006096    
  2013.3  1.009022    
  2013.4  1.011689    
  2014.1  1.013767    
  2014.2  1.015629    
  2014.3  1.017336    
  2014.4  1.018923    
  2015.1  1.020365    
  2015.2  1.021587    
  2015.3  1.022690    
  2015.4  1.023719    
  2016.1  1.024871    
  2016.2  1.025730    
  2016.3  1.026445    
  2016.4  1.027084    
  2017.1  1.027994    
  2017.2  1.028568    
  2017.3  1.028990    
  2017.4  1.029345    
  2018.1  1.030076    
  2018.2  1.030455    
  2018.3  1.030681    
  2018.4  1.030846    
  2019.1  1.031425    
  2019.2  1.031650    
  2019.3  1.031721    
  2019.4  1.031732    
  2020.1  1.032142    
  2020.2  1.032225    
  2020.3  1.032169    
  2020.4  1.032058    
  2021.1  1.032321    
  2021.2  1.032293    
  2021.3  1.032141    
  2021.4  1.031944    
  2022.1  1.032094    
  2022.2  1.031986    
  2022.3  1.031771    
  2022.4  1.031516    
GENR SUMIN=                                                                   
AAUSIN+AACAIN+AAJAIN+AAAUIN+AAFRIN+AAGEIN+AAITIN+AANEIN+AASTIN+AAUKIN+AAFIIN+ 
AAASIN+AASOIN+AAKOIN+AABEIN+AADEIN+AANOIN+AASWIN+AAGRIN+AAIRIN+AAPOIN+AASPIN+ 
AANZIN+AASAIN+AAVEIN+AACOIN+AAJOIN+AASYIN+AAIDIN+AAMAIN+AAPAIN+AAPHIN+AATHIN+ 
AACHIN+AAARIN+AABRIN+AACEIN+AAMEIN+AAPEIN+AATUIN+AAPDIN+AARUIN+AAUEIN+AAEGIN+ 
AAISIN+AAKEIN+AABAIN+AAHKIN+AASIIN+AAVIIN+AANIIN+AAALIN+AAIAIN+       AAIQIN+ 
AAKUIN+AALIIN+AAUAIN;                                                         
PRINTVAR SUMIN;                                                               

NAME          SUMIN   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.000015    
  2013.2  1.005272    
  2013.3  1.011357    
  2013.4  1.016909    
  2014.1  1.021696    
  2014.2  1.025609    
  2014.3  1.028746    
  2014.4  1.031269    
  2015.1  1.033716    
  2015.2  1.035672    
  2015.3  1.037278    
  2015.4  1.038640    
  2016.1  1.040344    
  2016.2  1.041717    
  2016.3  1.042859    
  2016.4  1.043843    
  2017.1  1.045260    
  2017.2  1.046376    
  2017.3  1.047286    
  2017.4  1.048058    
  2018.1  1.049278    
  2018.2  1.050213    
  2018.3  1.050953    
  2018.4  1.051560    
  2019.1  1.052571    
  2019.2  1.053304    
  2019.3  1.053841    
  2019.4  1.054242    
  2020.1  1.054972    
  2020.2  1.055453    
  2020.3  1.055758    
  2020.4  1.055941    
  2021.1  1.056392    
  2021.2  1.056633    
  2021.3  1.056727    
  2021.4  1.056720    
  2022.1  1.056936    
  2022.2  1.056982    
  2022.3  1.056908    
  2022.4  1.056753    
GENR SUMIQ=                                                                   
AAUSIQ+AACAIQ+AAJAIQ+AAAUIQ+AAFRIQ+AAGEIQ+AAITIQ+AANEIQ+AASTIQ+AAUKIQ+AAFIIQ+ 
AAASIQ+AASOIQ+AAKOIQ+AABEIQ+AADEIQ+AANOIQ+AASWIQ+AAGRIQ+AAIRIQ+AAPOIQ+AASPIQ+ 
AANZIQ+AASAIQ+AAVEIQ+AACOIQ+AAJOIQ+AASYIQ+AAIDIQ+AAMAIQ+AAPAIQ+AAPHIQ+AATHIQ+ 
AACHIQ+AAARIQ+AABRIQ+AACEIQ+AAMEIQ+AAPEIQ+AATUIQ+AAPDIQ+AARUIQ+AAUEIQ+AAEGIQ+ 
AAISIQ+AAKEIQ+AABAIQ+AAHKIQ+AASIIQ+AAVIIQ+AANIIQ+AAALIQ+AAIAIQ+AAINIQ+        
AAKUIQ+AALIIQ+AAUAIQ;                                                         
PRINTVAR SUMIQ;                                                               

NAME          SUMIQ   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.012960    
  2013.2  1.024915    
  2013.3  1.034964    
  2013.4  1.043011    
  2014.1  1.049433    
  2014.2  1.054297    
  2014.3  1.057951    
  2014.4  1.060708    
  2015.1  1.063116    
  2015.2  1.064938    
  2015.3  1.066357    
  2015.4  1.067499    
  2016.1  1.068812    
  2016.2  1.069824    
  2016.3  1.070620    
  2016.4  1.071257    
  2017.1  1.072192    
  2017.2  1.072856    
  2017.3  1.073329    
  2017.4  1.073667    
  2018.1  1.074367    
  2018.2  1.074805    
  2018.3  1.075057    
  2018.4  1.075167    
  2019.1  1.075651    
  2019.2  1.075826    
  2019.3  1.075773    
  2019.4  1.075548    
  2020.1  1.075712    
  2020.2  1.075544    
  2020.3  1.075142    
  2020.4  1.074573    
  2021.1  1.074431    
  2021.2  1.073965    
  2021.3  1.073281    
  2021.4  1.072449    
  2022.1  1.072087    
  2022.2  1.071418    
  2022.3  1.070553    
  2022.4  1.069563    
GENR SUMKU=                                                                   
AAUSKU+AACAKU+AAJAKU+AAAUKU+AAFRKU+AAGEKU+AAITKU+AANEKU+AASTKU+AAUKKU+AAFIKU+ 
AAASKU+AASOKU+AAKOKU+AABEKU+AADEKU+AANOKU+AASWKU+AAGRKU+AAIRKU+AAPOKU+AASPKU+ 
AANZKU+AASAKU+AAVEKU+AACOKU+AAJOKU+AASYKU+AAIDKU+AAMAKU+AAPAKU+AAPHKU+AATHKU+ 
AACHKU+AAARKU+AABRKU+AACEKU+AAMEKU+AAPEKU+AATUKU+AAPDKU+AARUKU+AAUEKU+AAEGKU+ 
AAISKU+AAKEKU+AABAKU+AAHKKU+AASIKU+AAVIKU+AANIKU+AAALKU+AAIAKU+AAINKU+AAIQKU+ 
       AALIKU+AAUAKU;                                                         
PRINTVAR SUMKU;                                                               

NAME          SUMKU   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9631916    
  2013.2 0.9593928    
  2013.3 0.9592648    
  2013.4 0.9593311    
  2014.1 0.9594975    
  2014.2 0.9594299    
  2014.3 0.9592767    
  2014.4 0.9591096    
  2015.1 0.9592965    
  2015.2 0.9593143    
  2015.3 0.9592772    
  2015.4 0.9592215    
  2016.1 0.9595238    
  2016.2 0.9596082    
  2016.3 0.9596134    
  2016.4 0.9595841    
  2017.1 0.9598958    
  2017.2 0.9599800    
  2017.3 0.9599809    
  2017.4 0.9599449    
  2018.1 0.9602368    
  2018.2 0.9603052    
  2018.3 0.9602923    
  2018.4 0.9602432    
  2019.1 0.9605053    
  2019.2 0.9605528    
  2019.3 0.9605223    
  2019.4 0.9604567    
  2020.1 0.9606822    
  2020.2 0.9607078    
  2020.3 0.9606606    
  2020.4 0.9605807    
  2021.1 0.9607743    
  2021.2 0.9607823    
  2021.3 0.9607227    
  2021.4 0.9606325    
  2022.1 0.9608012    
  2022.2 0.9607966    
  2022.3 0.9607286    
  2022.4 0.9606317    
GENR SUMLI=                                                                   
AAUSLI+AACALI+AAJALI+AAAULI+AAFRLI+AAGELI+AAITLI+AANELI+AASTLI+AAUKLI+AAFILI+ 
AAASLI+AASOLI+AAKOLI+AABELI+AADELI+AANOLI+AASWLI+AAGRLI+AAIRLI+AAPOLI+AASPLI+ 
AANZLI+AASALI+AAVELI+AACOLI+AAJOLI+AASYLI+AAIDLI+AAMALI+AAPALI+AAPHLI+AATHLI+ 
AACHLI+AAARLI+AABRLI+AACELI+AAMELI+AAPELI+AATULI+AAPDLI+AARULI+AAUELI+AAEGLI+ 
AAISLI+AAKELI+AABALI+AAHKLI+AASILI+AAVILI+AANILI+AAALLI+AAIALI+AAINLI+AAIQLI+ 
AAKULI+       AAUALI;                                                         
PRINTVAR SUMLI;                                                               

NAME          SUMLI   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9592264    
  2013.2 0.9665614    
  2013.3 0.9794284    
  2013.4 0.9888954    
  2014.1 0.9943743    
  2014.2 0.9976792    
  2014.3 0.9995376    
  2014.4  1.000531    
  2015.1  1.000816    
  2015.2  1.000845    
  2015.3  1.000793    
  2015.4  1.000725    
  2016.1  1.000647    
  2016.2  1.000390    
  2016.3  1.000175    
  2016.4  1.000027    
  2017.1 0.9999770    
  2017.2 0.9997155    
  2017.3 0.9994980    
  2017.4 0.9993515    
  2018.1 0.9993521    
  2018.2 0.9991110    
  2018.3 0.9989036    
  2018.4 0.9987615    
  2019.1 0.9987899    
  2019.2 0.9985760    
  2019.3 0.9983874    
  2019.4 0.9982569    
  2020.1 0.9982991    
  2020.2 0.9981327    
  2020.3 0.9979879    
  2020.4 0.9978940    
  2021.1 0.9979638    
  2021.2 0.9978678    
  2021.3 0.9977910    
  2021.4 0.9977580    
  2022.1 0.9978767    
  2022.2 0.9978679    
  2022.3 0.9978761    
  2022.4 0.9979209    
GENR SUMUA=                                                                   
AAUSUA+AACAUA+AAJAUA+AAAUUA+AAFRUA+AAGEUA+AAITUA+AANEUA+AASTUA+AAUKUA+AAFIUA+ 
AAASUA+AASOUA+AAKOUA+AABEUA+AADEUA+AANOUA+AASWUA+AAGRUA+AAIRUA+AAPOUA+AASPUA+ 
AANZUA+AASAUA+AAVEUA+AACOUA+AAJOUA+AASYUA+AAIDUA+AAMAUA+AAPAUA+AAPHUA+AATHUA+ 
AACHUA+AAARUA+AABRUA+AACEUA+AAMEUA+AAPEUA+AATUUA+AAPDUA+AARUUA+AAUEUA+AAEGUA+ 
AAISUA+AAKEUA+AABAUA+AAHKUA+AASIUA+AAVIUA+AANIUA+AAALUA+AAIAUA+AAINUA+AAIQUA+ 
AAKUUA+AALIUA+0;                                                              
PRINTVAR SUMUA;                                                               

NAME          SUMUA   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1 0.9956415    
  2013.2 0.9937297    
  2013.3 0.9924644    
  2013.4 0.9916449    
  2014.1 0.9892445    
  2014.2 0.9885032    
  2014.3 0.9883881    
  2014.4 0.9885806    
  2015.1 0.9874932    
  2015.2 0.9873717    
  2015.3 0.9876275    
  2015.4 0.9880636    
  2016.1 0.9874910    
  2016.2 0.9875219    
  2016.3 0.9878235    
  2016.4 0.9882645    
  2017.1 0.9878722    
  2017.2 0.9879205    
  2017.3 0.9881943    
  2017.4 0.9885944    
  2018.1 0.9882705    
  2018.2 0.9883130    
  2018.3 0.9885553    
  2018.4 0.9889106    
  2019.1 0.9885805    
  2019.2 0.9885951    
  2019.3 0.9887921    
  2019.4 0.9890925    
  2020.1 0.9887026    
  2020.2 0.9886892    
  2020.3 0.9888548    
  2020.4 0.9891183    
  2021.1 0.9886715    
  2021.2 0.9886441    
  2021.3 0.9887951    
  2021.4 0.9890387    
  2022.1 0.9885505    
  2022.2 0.9885197    
  2022.3 0.9886671    
  2022.4 0.9889025    
GENR SUMAO=                                                                   
AAUSAO+AACAAO+AAJAAO+AAAUAO+AAFRAO+AAGEAO+AAITAO+AANEAO+AASTAO+AAUKAO+AAFIAO+ 
AAASAO+AASOAO+AAKOAO+AABEAO+AADEAO+AANOAO+AASWAO+AAGRAO+AAIRAO+AAPOAO+AASPAO+ 
AANZAO+AASAAO+AAVEAO+AACOAO+AAJOAO+AASYAO+AAIDAO+AAMAAO+AAPAAO+AAPHAO+AATHAO+ 
AACHAO+AAARAO+AABRAO+AACEAO+AAMEAO+AAPEAO+AATUAO+AAPDAO+AARUAO+AAUEAO+AAEGAO+ 
AAISAO+AAKEAO+AABAAO+AAHKAO+AASIAO+AAVIAO+AANIAO+AAALAO+AAIAAO+AAINAO+AAIQAO+ 
AAKUAO+AALIAO+0;                                                              
PRINTVAR SUMAO;                                                               

NAME          SUMAO   
  1952.1  1.000000    
  1952.2  1.000000    
  1952.3  1.000000    
  1952.4  1.000000    
  1953.1  1.000000    
  1953.2  1.000000    
  1953.3  1.000000    
  1953.4  1.000000    
  1954.1  1.000000    
  1954.2  1.000000    
  1954.3  1.000000    
  1954.4  1.000000    
  1955.1  1.000000    
  1955.2  1.000000    
  1955.3  1.000000    
  1955.4  1.000000    
  1956.1  1.000000    
  1956.2  1.000000    
  1956.3  1.000000    
  1956.4  1.000000    
  1957.1  1.000000    
  1957.2  1.000000    
  1957.3  1.000000    
  1957.4  1.000000    
  1958.1  1.000000    
  1958.2  1.000000    
  1958.3  1.000000    
  1958.4  1.000000    
  1959.1  1.000000    
  1959.2  1.000000    
  1959.3  1.000000    
  1959.4  1.000000    
  1960.1  1.000000    
  1960.2  1.000000    
  1960.3  1.000000    
  1960.4  1.000000    
  1961.1  1.000000    
  1961.2  1.000000    
  1961.3  1.000000    
  1961.4  1.000000    
  1962.1  1.000000    
  1962.2  1.000000    
  1962.3  1.000000    
  1962.4  1.000000    
  1963.1  1.000000    
  1963.2  1.000000    
  1963.3  1.000000    
  1963.4  1.000000    
  1964.1  1.000000    
  1964.2  1.000000    
  1964.3  1.000000    
  1964.4  1.000000    
  1965.1  1.000000    
  1965.2  1.000000    
  1965.3  1.000000    
  1965.4  1.000000    
  1966.1  1.000000    
  1966.2  1.000000    
  1966.3  1.000000    
  1966.4  1.000000    
  1967.1  1.000000    
  1967.2  1.000000    
  1967.3  1.000000    
  1967.4  1.000000    
  1968.1  1.000000    
  1968.2  1.000000    
  1968.3  1.000000    
  1968.4  1.000000    
  1969.1  1.000000    
  1969.2  1.000000    
  1969.3  1.000000    
  1969.4  1.000000    
  1970.1  1.000000    
  1970.2  1.000000    
  1970.3  1.000000    
  1970.4  1.000000    
  1971.1  1.000000    
  1971.2  1.000000    
  1971.3  1.000000    
  1971.4  1.000000    
  1972.1  1.000000    
  1972.2  1.000000    
  1972.3  1.000000    
  1972.4  1.000000    
  1973.1  1.000000    
  1973.2  1.000000    
  1973.3  1.000000    
  1973.4  1.000000    
  1974.1  1.000000    
  1974.2  1.000000    
  1974.3  1.000000    
  1974.4  1.000000    
  1975.1  1.000000    
  1975.2  1.000000    
  1975.3  1.000000    
  1975.4  1.000000    
  1976.1  1.000000    
  1976.2  1.000000    
  1976.3  1.000000    
  1976.4  1.000000    
  1977.1  1.000000    
  1977.2  1.000000    
  1977.3  1.000000    
  1977.4  1.000000    
  1978.1  1.000000    
  1978.2  1.000000    
  1978.3  1.000000    
  1978.4  1.000000    
  1979.1  1.000000    
  1979.2  1.000000    
  1979.3  1.000000    
  1979.4  1.000000    
  1980.1  1.000000    
  1980.2  1.000000    
  1980.3  1.000000    
  1980.4  1.000000    
  1981.1  1.000000    
  1981.2  1.000000    
  1981.3  1.000000    
  1981.4  1.000000    
  1982.1  1.000000    
  1982.2  1.000000    
  1982.3  1.000000    
  1982.4  1.000000    
  1983.1  1.000000    
  1983.2  1.000000    
  1983.3  1.000000    
  1983.4  1.000000    
  1984.1  1.000000    
  1984.2  1.000000    
  1984.3  1.000000    
  1984.4  1.000000    
  1985.1  1.000000    
  1985.2  1.000000    
  1985.3  1.000000    
  1985.4  1.000000    
  1986.1  1.000000    
  1986.2  1.000000    
  1986.3  1.000000    
  1986.4  1.000000    
  1987.1  1.000000    
  1987.2  1.000000    
  1987.3  1.000000    
  1987.4  1.000000    
  1988.1  1.000000    
  1988.2  1.000000    
  1988.3  1.000000    
  1988.4  1.000000    
  1989.1  1.000000    
  1989.2  1.000000    
  1989.3  1.000000    
  1989.4  1.000000    
  1990.1  1.000000    
  1990.2  1.000000    
  1990.3  1.000000    
  1990.4  1.000000    
  1991.1  1.000000    
  1991.2  1.000000    
  1991.3  1.000000    
  1991.4  1.000000    
  1992.1  1.000000    
  1992.2  1.000000    
  1992.3  1.000000    
  1992.4  1.000000    
  1993.1  1.000000    
  1993.2  1.000000    
  1993.3  1.000000    
  1993.4  1.000000    
  1994.1  1.000000    
  1994.2  1.000000    
  1994.3  1.000000    
  1994.4  1.000000    
  1995.1  1.000000    
  1995.2  1.000000    
  1995.3  1.000000    
  1995.4  1.000000    
  1996.1  1.000000    
  1996.2  1.000000    
  1996.3  1.000000    
  1996.4  1.000000    
  1997.1  1.000000    
  1997.2  1.000000    
  1997.3  1.000000    
  1997.4  1.000000    
  1998.1  1.000000    
  1998.2  1.000000    
  1998.3  1.000000    
  1998.4  1.000000    
  1999.1  1.000000    
  1999.2  1.000000    
  1999.3  1.000000    
  1999.4  1.000000    
  2000.1  1.000000    
  2000.2  1.000000    
  2000.3  1.000000    
  2000.4  1.000000    
  2001.1  1.000000    
  2001.2  1.000000    
  2001.3  1.000000    
  2001.4  1.000000    
  2002.1  1.000000    
  2002.2  1.000000    
  2002.3  1.000000    
  2002.4  1.000000    
  2003.1  1.000000    
  2003.2  1.000000    
  2003.3  1.000000    
  2003.4  1.000000    
  2004.1  1.000000    
  2004.2  1.000000    
  2004.3  1.000000    
  2004.4  1.000000    
  2005.1  1.000000    
  2005.2  1.000000    
  2005.3  1.000000    
  2005.4  1.000000    
  2006.1  1.000000    
  2006.2  1.000000    
  2006.3  1.000000    
  2006.4  1.000000    
  2007.1  1.000000    
  2007.2  1.000000    
  2007.3  1.000000    
  2007.4  1.000000    
  2008.1  1.000000    
  2008.2  1.000000    
  2008.3  1.000000    
  2008.4  1.000000    
  2009.1  1.000000    
  2009.2  1.000000    
  2009.3  1.000000    
  2009.4  1.000000    
  2010.1  1.000000    
  2010.2  1.000000    
  2010.3  1.000000    
  2010.4  1.000000    
  2011.1  1.000000    
  2011.2  1.000000    
  2011.3  1.000000    
  2011.4  1.000000    
  2012.1  1.000000    
  2012.2  1.000000    
  2012.3  1.000000    
  2012.4  1.000000    
  2013.1  1.000000    
  2013.2  1.000000    
  2013.3  1.000000    
  2013.4  1.000000    
  2014.1  1.000000    
  2014.2  1.000000    
  2014.3  1.000000    
  2014.4  1.000000    
  2015.1  1.000000    
  2015.2  1.000000    
  2015.3  1.000000    
  2015.4  1.000000    
  2016.1  1.000000    
  2016.2  1.000000    
  2016.3  1.000000    
  2016.4  1.000000    
  2017.1  1.000000    
  2017.2  1.000000    
  2017.3  1.000000    
  2017.4  1.000000    
  2018.1  1.000000    
  2018.2  1.000000    
  2018.3  1.000000    
  2018.4  1.000000    
  2019.1  1.000000    
  2019.2  1.000000    
  2019.3  1.000000    
  2019.4  1.000000    
  2020.1  1.000000    
  2020.2  1.000000    
  2020.3  1.000000    
  2020.4  1.000000    
  2021.1  1.000000    
  2021.2  1.000000    
  2021.3  1.000000    
  2021.4  1.000000    
  2022.1  1.000000    
  2022.2  1.000000    
  2022.3  1.000000    
  2022.4  1.000000    
@                                                                             
@ End of summation of alphas                                                  
@                                                                             
@ Begin dividing by sums                                                      
@                                                                             
GENR ACAUS=AACAUS/SUMUS;                                                      
GENR AJAUS=AAJAUS/SUMUS;                                                      
GENR AAUUS=AAAUUS/SUMUS;                                                      
GENR AFRUS=AAFRUS/SUMUS;                                                      
GENR AGEUS=AAGEUS/SUMUS;                                                      
GENR AITUS=AAITUS/SUMUS;                                                      
GENR ANEUS=AANEUS/SUMUS;                                                      
GENR ASTUS=AASTUS/SUMUS;                                                      
GENR AUKUS=AAUKUS/SUMUS;                                                      
GENR AFIUS=AAFIUS/SUMUS;                                                      
GENR AASUS=AAASUS/SUMUS;                                                      
GENR ASOUS=AASOUS/SUMUS;                                                      
GENR AKOUS=AAKOUS/SUMUS;                                                      
GENR ABEUS=AABEUS/SUMUS;                                                      
GENR ADEUS=AADEUS/SUMUS;                                                      
GENR ANOUS=AANOUS/SUMUS;                                                      
GENR ASWUS=AASWUS/SUMUS;                                                      
GENR AGRUS=AAGRUS/SUMUS;                                                      
GENR AIRUS=AAIRUS/SUMUS;                                                      
GENR APOUS=AAPOUS/SUMUS;                                                      
GENR ASPUS=AASPUS/SUMUS;                                                      
GENR ANZUS=AANZUS/SUMUS;                                                      
GENR ASAUS=AASAUS/SUMUS;                                                      
GENR AVEUS=AAVEUS/SUMUS;                                                      
GENR ACOUS=AACOUS/SUMUS;                                                      
GENR AJOUS=AAJOUS/SUMUS;                                                      
GENR ASYUS=AASYUS/SUMUS;                                                      
GENR AIDUS=AAIDUS/SUMUS;                                                      
GENR AMAUS=AAMAUS/SUMUS;                                                      
GENR APAUS=AAPAUS/SUMUS;                                                      
GENR APHUS=AAPHUS/SUMUS;                                                      
GENR ATHUS=AATHUS/SUMUS;                                                      
GENR ACHUS=AACHUS/SUMUS;                                                      
GENR AARUS=AAARUS/SUMUS;                                                      
GENR ABRUS=AABRUS/SUMUS;                                                      
GENR ACEUS=AACEUS/SUMUS;                                                      
GENR AMEUS=AAMEUS/SUMUS;                                                      
GENR APEUS=AAPEUS/SUMUS;                                                      
GENR ATUUS=AATUUS/SUMUS;                                                      
GENR APDUS=AAPDUS/SUMUS;                                                      
GENR ARUUS=AARUUS/SUMUS;                                                      
GENR AUEUS=AAUEUS/SUMUS;                                                      
GENR AEGUS=AAEGUS/SUMUS;                                                      
GENR AISUS=AAISUS/SUMUS;                                                      
GENR AKEUS=AAKEUS/SUMUS;                                                      
GENR ABAUS=AABAUS/SUMUS;                                                      
GENR AHKUS=AAHKUS/SUMUS;                                                      
GENR ASIUS=AASIUS/SUMUS;                                                      
GENR AVIUS=AAVIUS/SUMUS;                                                      
GENR ANIUS=AANIUS/SUMUS;                                                      
GENR AALUS=AAALUS/SUMUS;                                                      
GENR AIAUS=AAIAUS/SUMUS;                                                      
GENR AINUS=AAINUS/SUMUS;                                                      
GENR AIQUS=AAIQUS/SUMUS;                                                      
GENR AKUUS=AAKUUS/SUMUS;                                                      
GENR ALIUS=AALIUS/SUMUS;                                                      
GENR AUAUS=AAUAUS/SUMUS;                                                      
GENR AUSCA=AAUSCA/SUMCA;                                                      
GENR AJACA=AAJACA/SUMCA;                                                      
GENR AAUCA=AAAUCA/SUMCA;                                                      
GENR AFRCA=AAFRCA/SUMCA;                                                      
GENR AGECA=AAGECA/SUMCA;                                                      
GENR AITCA=AAITCA/SUMCA;                                                      
GENR ANECA=AANECA/SUMCA;                                                      
GENR ASTCA=AASTCA/SUMCA;                                                      
GENR AUKCA=AAUKCA/SUMCA;                                                      
GENR AFICA=AAFICA/SUMCA;                                                      
GENR AASCA=AAASCA/SUMCA;                                                      
GENR ASOCA=AASOCA/SUMCA;                                                      
GENR AKOCA=AAKOCA/SUMCA;                                                      
GENR ABECA=AABECA/SUMCA;                                                      
GENR ADECA=AADECA/SUMCA;                                                      
GENR ANOCA=AANOCA/SUMCA;                                                      
GENR ASWCA=AASWCA/SUMCA;                                                      
GENR AGRCA=AAGRCA/SUMCA;                                                      
GENR AIRCA=AAIRCA/SUMCA;                                                      
GENR APOCA=AAPOCA/SUMCA;                                                      
GENR ASPCA=AASPCA/SUMCA;                                                      
GENR ANZCA=AANZCA/SUMCA;                                                      
GENR ASACA=AASACA/SUMCA;                                                      
GENR AVECA=AAVECA/SUMCA;                                                      
GENR ACOCA=AACOCA/SUMCA;                                                      
GENR AJOCA=AAJOCA/SUMCA;                                                      
GENR ASYCA=AASYCA/SUMCA;                                                      
GENR AIDCA=AAIDCA/SUMCA;                                                      
GENR AMACA=AAMACA/SUMCA;                                                      
GENR APACA=AAPACA/SUMCA;                                                      
GENR APHCA=AAPHCA/SUMCA;                                                      
GENR ATHCA=AATHCA/SUMCA;                                                      
GENR ACHCA=AACHCA/SUMCA;                                                      
GENR AARCA=AAARCA/SUMCA;                                                      
GENR ABRCA=AABRCA/SUMCA;                                                      
GENR ACECA=AACECA/SUMCA;                                                      
GENR AMECA=AAMECA/SUMCA;                                                      
GENR APECA=AAPECA/SUMCA;                                                      
GENR ATUCA=AATUCA/SUMCA;                                                      
GENR APDCA=AAPDCA/SUMCA;                                                      
GENR ARUCA=AARUCA/SUMCA;                                                      
GENR AUECA=AAUECA/SUMCA;                                                      
GENR AEGCA=AAEGCA/SUMCA;                                                      
GENR AISCA=AAISCA/SUMCA;                                                      
GENR AKECA=AAKECA/SUMCA;                                                      
GENR ABACA=AABACA/SUMCA;                                                      
GENR AHKCA=AAHKCA/SUMCA;                                                      
GENR ASICA=AASICA/SUMCA;                                                      
GENR AVICA=AAVICA/SUMCA;                                                      
GENR ANICA=AANICA/SUMCA;                                                      
GENR AALCA=AAALCA/SUMCA;                                                      
GENR AIACA=AAIACA/SUMCA;                                                      
GENR AINCA=AAINCA/SUMCA;                                                      
GENR AIQCA=AAIQCA/SUMCA;                                                      
GENR AKUCA=AAKUCA/SUMCA;                                                      
GENR ALICA=AALICA/SUMCA;                                                      
GENR AUACA=AAUACA/SUMCA;                                                      
GENR AUSJA=AAUSJA/SUMJA;                                                      
GENR ACAJA=AACAJA/SUMJA;                                                      
GENR AAUJA=AAAUJA/SUMJA;                                                      
GENR AFRJA=AAFRJA/SUMJA;                                                      
GENR AGEJA=AAGEJA/SUMJA;                                                      
GENR AITJA=AAITJA/SUMJA;                                                      
GENR ANEJA=AANEJA/SUMJA;                                                      
GENR ASTJA=AASTJA/SUMJA;                                                      
GENR AUKJA=AAUKJA/SUMJA;                                                      
GENR AFIJA=AAFIJA/SUMJA;                                                      
GENR AASJA=AAASJA/SUMJA;                                                      
GENR ASOJA=AASOJA/SUMJA;                                                      
GENR AKOJA=AAKOJA/SUMJA;                                                      
GENR ABEJA=AABEJA/SUMJA;                                                      
GENR ADEJA=AADEJA/SUMJA;                                                      
GENR ANOJA=AANOJA/SUMJA;                                                      
GENR ASWJA=AASWJA/SUMJA;                                                      
GENR AGRJA=AAGRJA/SUMJA;                                                      
GENR AIRJA=AAIRJA/SUMJA;                                                      
GENR APOJA=AAPOJA/SUMJA;                                                      
GENR ASPJA=AASPJA/SUMJA;                                                      
GENR ANZJA=AANZJA/SUMJA;                                                      
GENR ASAJA=AASAJA/SUMJA;                                                      
GENR AVEJA=AAVEJA/SUMJA;                                                      
GENR ACOJA=AACOJA/SUMJA;                                                      
GENR AJOJA=AAJOJA/SUMJA;                                                      
GENR ASYJA=AASYJA/SUMJA;                                                      
GENR AIDJA=AAIDJA/SUMJA;                                                      
GENR AMAJA=AAMAJA/SUMJA;                                                      
GENR APAJA=AAPAJA/SUMJA;                                                      
GENR APHJA=AAPHJA/SUMJA;                                                      
GENR ATHJA=AATHJA/SUMJA;                                                      
GENR ACHJA=AACHJA/SUMJA;                                                      
GENR AARJA=AAARJA/SUMJA;                                                      
GENR ABRJA=AABRJA/SUMJA;                                                      
GENR ACEJA=AACEJA/SUMJA;                                                      
GENR AMEJA=AAMEJA/SUMJA;                                                      
GENR APEJA=AAPEJA/SUMJA;                                                      
GENR ATUJA=AATUJA/SUMJA;                                                      
GENR APDJA=AAPDJA/SUMJA;                                                      
GENR ARUJA=AARUJA/SUMJA;                                                      
GENR AUEJA=AAUEJA/SUMJA;                                                      
GENR AEGJA=AAEGJA/SUMJA;                                                      
GENR AISJA=AAISJA/SUMJA;                                                      
GENR AKEJA=AAKEJA/SUMJA;                                                      
GENR ABAJA=AABAJA/SUMJA;                                                      
GENR AHKJA=AAHKJA/SUMJA;                                                      
GENR ASIJA=AASIJA/SUMJA;                                                      
GENR AVIJA=AAVIJA/SUMJA;                                                      
GENR ANIJA=AANIJA/SUMJA;                                                      
GENR AALJA=AAALJA/SUMJA;                                                      
GENR AIAJA=AAIAJA/SUMJA;                                                      
GENR AINJA=AAINJA/SUMJA;                                                      
GENR AIQJA=AAIQJA/SUMJA;                                                      
GENR AKUJA=AAKUJA/SUMJA;                                                      
GENR ALIJA=AALIJA/SUMJA;                                                      
GENR AUAJA=AAUAJA/SUMJA;                                                      
GENR AUSAU=AAUSAU/SUMAU;                                                      
GENR ACAAU=AACAAU/SUMAU;                                                      
GENR AJAAU=AAJAAU/SUMAU;                                                      
GENR AFRAU=AAFRAU/SUMAU;                                                      
GENR AGEAU=AAGEAU/SUMAU;                                                      
GENR AITAU=AAITAU/SUMAU;                                                      
GENR ANEAU=AANEAU/SUMAU;                                                      
GENR ASTAU=AASTAU/SUMAU;                                                      
GENR AUKAU=AAUKAU/SUMAU;                                                      
GENR AFIAU=AAFIAU/SUMAU;                                                      
GENR AASAU=AAASAU/SUMAU;                                                      
GENR ASOAU=AASOAU/SUMAU;                                                      
GENR AKOAU=AAKOAU/SUMAU;                                                      
GENR ABEAU=AABEAU/SUMAU;                                                      
GENR ADEAU=AADEAU/SUMAU;                                                      
GENR ANOAU=AANOAU/SUMAU;                                                      
GENR ASWAU=AASWAU/SUMAU;                                                      
GENR AGRAU=AAGRAU/SUMAU;                                                      
GENR AIRAU=AAIRAU/SUMAU;                                                      
GENR APOAU=AAPOAU/SUMAU;                                                      
GENR ASPAU=AASPAU/SUMAU;                                                      
GENR ANZAU=AANZAU/SUMAU;                                                      
GENR ASAAU=AASAAU/SUMAU;                                                      
GENR AVEAU=AAVEAU/SUMAU;                                                      
GENR ACOAU=AACOAU/SUMAU;                                                      
GENR AJOAU=AAJOAU/SUMAU;                                                      
GENR ASYAU=AASYAU/SUMAU;                                                      
GENR AIDAU=AAIDAU/SUMAU;                                                      
GENR AMAAU=AAMAAU/SUMAU;                                                      
GENR APAAU=AAPAAU/SUMAU;                                                      
GENR APHAU=AAPHAU/SUMAU;                                                      
GENR ATHAU=AATHAU/SUMAU;                                                      
GENR ACHAU=AACHAU/SUMAU;                                                      
GENR AARAU=AAARAU/SUMAU;                                                      
GENR ABRAU=AABRAU/SUMAU;                                                      
GENR ACEAU=AACEAU/SUMAU;                                                      
GENR AMEAU=AAMEAU/SUMAU;                                                      
GENR APEAU=AAPEAU/SUMAU;                                                      
GENR ATUAU=AATUAU/SUMAU;                                                      
GENR APDAU=AAPDAU/SUMAU;                                                      
GENR ARUAU=AARUAU/SUMAU;                                                      
GENR AUEAU=AAUEAU/SUMAU;                                                      
GENR AEGAU=AAEGAU/SUMAU;                                                      
GENR AISAU=AAISAU/SUMAU;                                                      
GENR AKEAU=AAKEAU/SUMAU;                                                      
GENR ABAAU=AABAAU/SUMAU;                                                      
GENR AHKAU=AAHKAU/SUMAU;                                                      
GENR ASIAU=AASIAU/SUMAU;                                                      
GENR AVIAU=AAVIAU/SUMAU;                                                      
GENR ANIAU=AANIAU/SUMAU;                                                      
GENR AALAU=AAALAU/SUMAU;                                                      
GENR AIAAU=AAIAAU/SUMAU;                                                      
GENR AINAU=AAINAU/SUMAU;                                                      
GENR AIQAU=AAIQAU/SUMAU;                                                      
GENR AKUAU=AAKUAU/SUMAU;                                                      
GENR ALIAU=AALIAU/SUMAU;                                                      
GENR AUAAU=AAUAAU/SUMAU;                                                      
GENR AUSFR=AAUSFR/SUMFR;                                                      
GENR ACAFR=AACAFR/SUMFR;                                                      
GENR AJAFR=AAJAFR/SUMFR;                                                      
GENR AAUFR=AAAUFR/SUMFR;                                                      
GENR AGEFR=AAGEFR/SUMFR;                                                      
GENR AITFR=AAITFR/SUMFR;                                                      
GENR ANEFR=AANEFR/SUMFR;                                                      
GENR ASTFR=AASTFR/SUMFR;                                                      
GENR AUKFR=AAUKFR/SUMFR;                                                      
GENR AFIFR=AAFIFR/SUMFR;                                                      
GENR AASFR=AAASFR/SUMFR;                                                      
GENR ASOFR=AASOFR/SUMFR;                                                      
GENR AKOFR=AAKOFR/SUMFR;                                                      
GENR ABEFR=AABEFR/SUMFR;                                                      
GENR ADEFR=AADEFR/SUMFR;                                                      
GENR ANOFR=AANOFR/SUMFR;                                                      
GENR ASWFR=AASWFR/SUMFR;                                                      
GENR AGRFR=AAGRFR/SUMFR;                                                      
GENR AIRFR=AAIRFR/SUMFR;                                                      
GENR APOFR=AAPOFR/SUMFR;                                                      
GENR ASPFR=AASPFR/SUMFR;                                                      
GENR ANZFR=AANZFR/SUMFR;                                                      
GENR ASAFR=AASAFR/SUMFR;                                                      
GENR AVEFR=AAVEFR/SUMFR;                                                      
GENR ACOFR=AACOFR/SUMFR;                                                      
GENR AJOFR=AAJOFR/SUMFR;                                                      
GENR ASYFR=AASYFR/SUMFR;                                                      
GENR AIDFR=AAIDFR/SUMFR;                                                      
GENR AMAFR=AAMAFR/SUMFR;                                                      
GENR APAFR=AAPAFR/SUMFR;                                                      
GENR APHFR=AAPHFR/SUMFR;                                                      
GENR ATHFR=AATHFR/SUMFR;                                                      
GENR ACHFR=AACHFR/SUMFR;                                                      
GENR AARFR=AAARFR/SUMFR;                                                      
GENR ABRFR=AABRFR/SUMFR;                                                      
GENR ACEFR=AACEFR/SUMFR;                                                      
GENR AMEFR=AAMEFR/SUMFR;                                                      
GENR APEFR=AAPEFR/SUMFR;                                                      
GENR ATUFR=AATUFR/SUMFR;                                                      
GENR APDFR=AAPDFR/SUMFR;                                                      
GENR ARUFR=AARUFR/SUMFR;                                                      
GENR AUEFR=AAUEFR/SUMFR;                                                      
GENR AEGFR=AAEGFR/SUMFR;                                                      
GENR AISFR=AAISFR/SUMFR;                                                      
GENR AKEFR=AAKEFR/SUMFR;                                                      
GENR ABAFR=AABAFR/SUMFR;                                                      
GENR AHKFR=AAHKFR/SUMFR;                                                      
GENR ASIFR=AASIFR/SUMFR;                                                      
GENR AVIFR=AAVIFR/SUMFR;                                                      
GENR ANIFR=AANIFR/SUMFR;                                                      
GENR AALFR=AAALFR/SUMFR;                                                      
GENR AIAFR=AAIAFR/SUMFR;                                                      
GENR AINFR=AAINFR/SUMFR;                                                      
GENR AIQFR=AAIQFR/SUMFR;                                                      
GENR AKUFR=AAKUFR/SUMFR;                                                      
GENR ALIFR=AALIFR/SUMFR;                                                      
GENR AUAFR=AAUAFR/SUMFR;                                                      
GENR AUSGE=AAUSGE/SUMGE;                                                      
GENR ACAGE=AACAGE/SUMGE;                                                      
GENR AJAGE=AAJAGE/SUMGE;                                                      
GENR AAUGE=AAAUGE/SUMGE;                                                      
GENR AFRGE=AAFRGE/SUMGE;                                                      
GENR AITGE=AAITGE/SUMGE;                                                      
GENR ANEGE=AANEGE/SUMGE;                                                      
GENR ASTGE=AASTGE/SUMGE;                                                      
GENR AUKGE=AAUKGE/SUMGE;                                                      
GENR AFIGE=AAFIGE/SUMGE;                                                      
GENR AASGE=AAASGE/SUMGE;                                                      
GENR ASOGE=AASOGE/SUMGE;                                                      
GENR AKOGE=AAKOGE/SUMGE;                                                      
GENR ABEGE=AABEGE/SUMGE;                                                      
GENR ADEGE=AADEGE/SUMGE;                                                      
GENR ANOGE=AANOGE/SUMGE;                                                      
GENR ASWGE=AASWGE/SUMGE;                                                      
GENR AGRGE=AAGRGE/SUMGE;                                                      
GENR AIRGE=AAIRGE/SUMGE;                                                      
GENR APOGE=AAPOGE/SUMGE;                                                      
GENR ASPGE=AASPGE/SUMGE;                                                      
GENR ANZGE=AANZGE/SUMGE;                                                      
GENR ASAGE=AASAGE/SUMGE;                                                      
GENR AVEGE=AAVEGE/SUMGE;                                                      
GENR ACOGE=AACOGE/SUMGE;                                                      
GENR AJOGE=AAJOGE/SUMGE;                                                      
GENR ASYGE=AASYGE/SUMGE;                                                      
GENR AIDGE=AAIDGE/SUMGE;                                                      
GENR AMAGE=AAMAGE/SUMGE;                                                      
GENR APAGE=AAPAGE/SUMGE;                                                      
GENR APHGE=AAPHGE/SUMGE;                                                      
GENR ATHGE=AATHGE/SUMGE;                                                      
GENR ACHGE=AACHGE/SUMGE;                                                      
GENR AARGE=AAARGE/SUMGE;                                                      
GENR ABRGE=AABRGE/SUMGE;                                                      
GENR ACEGE=AACEGE/SUMGE;                                                      
GENR AMEGE=AAMEGE/SUMGE;                                                      
GENR APEGE=AAPEGE/SUMGE;                                                      
GENR ATUGE=AATUGE/SUMGE;                                                      
GENR APDGE=AAPDGE/SUMGE;                                                      
GENR ARUGE=AARUGE/SUMGE;                                                      
GENR AUEGE=AAUEGE/SUMGE;                                                      
GENR AEGGE=AAEGGE/SUMGE;                                                      
GENR AISGE=AAISGE/SUMGE;                                                      
GENR AKEGE=AAKEGE/SUMGE;                                                      
GENR ABAGE=AABAGE/SUMGE;                                                      
GENR AHKGE=AAHKGE/SUMGE;                                                      
GENR ASIGE=AASIGE/SUMGE;                                                      
GENR AVIGE=AAVIGE/SUMGE;                                                      
GENR ANIGE=AANIGE/SUMGE;                                                      
GENR AALGE=AAALGE/SUMGE;                                                      
GENR AIAGE=AAIAGE/SUMGE;                                                      
GENR AINGE=AAINGE/SUMGE;                                                      
GENR AIQGE=AAIQGE/SUMGE;                                                      
GENR AKUGE=AAKUGE/SUMGE;                                                      
GENR ALIGE=AALIGE/SUMGE;                                                      
GENR AUAGE=AAUAGE/SUMGE;                                                      
GENR AUSIT=AAUSIT/SUMIT;                                                      
GENR ACAIT=AACAIT/SUMIT;                                                      
GENR AJAIT=AAJAIT/SUMIT;                                                      
GENR AAUIT=AAAUIT/SUMIT;                                                      
GENR AFRIT=AAFRIT/SUMIT;                                                      
GENR AGEIT=AAGEIT/SUMIT;                                                      
GENR ANEIT=AANEIT/SUMIT;                                                      
GENR ASTIT=AASTIT/SUMIT;                                                      
GENR AUKIT=AAUKIT/SUMIT;                                                      
GENR AFIIT=AAFIIT/SUMIT;                                                      
GENR AASIT=AAASIT/SUMIT;                                                      
GENR ASOIT=AASOIT/SUMIT;                                                      
GENR AKOIT=AAKOIT/SUMIT;                                                      
GENR ABEIT=AABEIT/SUMIT;                                                      
GENR ADEIT=AADEIT/SUMIT;                                                      
GENR ANOIT=AANOIT/SUMIT;                                                      
GENR ASWIT=AASWIT/SUMIT;                                                      
GENR AGRIT=AAGRIT/SUMIT;                                                      
GENR AIRIT=AAIRIT/SUMIT;                                                      
GENR APOIT=AAPOIT/SUMIT;                                                      
GENR ASPIT=AASPIT/SUMIT;                                                      
GENR ANZIT=AANZIT/SUMIT;                                                      
GENR ASAIT=AASAIT/SUMIT;                                                      
GENR AVEIT=AAVEIT/SUMIT;                                                      
GENR ACOIT=AACOIT/SUMIT;                                                      
GENR AJOIT=AAJOIT/SUMIT;                                                      
GENR ASYIT=AASYIT/SUMIT;                                                      
GENR AIDIT=AAIDIT/SUMIT;                                                      
GENR AMAIT=AAMAIT/SUMIT;                                                      
GENR APAIT=AAPAIT/SUMIT;                                                      
GENR APHIT=AAPHIT/SUMIT;                                                      
GENR ATHIT=AATHIT/SUMIT;                                                      
GENR ACHIT=AACHIT/SUMIT;                                                      
GENR AARIT=AAARIT/SUMIT;                                                      
GENR ABRIT=AABRIT/SUMIT;                                                      
GENR ACEIT=AACEIT/SUMIT;                                                      
GENR AMEIT=AAMEIT/SUMIT;                                                      
GENR APEIT=AAPEIT/SUMIT;                                                      
GENR ATUIT=AATUIT/SUMIT;                                                      
GENR APDIT=AAPDIT/SUMIT;                                                      
GENR ARUIT=AARUIT/SUMIT;                                                      
GENR AUEIT=AAUEIT/SUMIT;                                                      
GENR AEGIT=AAEGIT/SUMIT;                                                      
GENR AISIT=AAISIT/SUMIT;                                                      
GENR AKEIT=AAKEIT/SUMIT;                                                      
GENR ABAIT=AABAIT/SUMIT;                                                      
GENR AHKIT=AAHKIT/SUMIT;                                                      
GENR ASIIT=AASIIT/SUMIT;                                                      
GENR AVIIT=AAVIIT/SUMIT;                                                      
GENR ANIIT=AANIIT/SUMIT;                                                      
GENR AALIT=AAALIT/SUMIT;                                                      
GENR AIAIT=AAIAIT/SUMIT;                                                      
GENR AINIT=AAINIT/SUMIT;                                                      
GENR AIQIT=AAIQIT/SUMIT;                                                      
GENR AKUIT=AAKUIT/SUMIT;                                                      
GENR ALIIT=AALIIT/SUMIT;                                                      
GENR AUAIT=AAUAIT/SUMIT;                                                      
GENR AUSNE=AAUSNE/SUMNE;                                                      
GENR ACANE=AACANE/SUMNE;                                                      
GENR AJANE=AAJANE/SUMNE;                                                      
GENR AAUNE=AAAUNE/SUMNE;                                                      
GENR AFRNE=AAFRNE/SUMNE;                                                      
GENR AGENE=AAGENE/SUMNE;                                                      
GENR AITNE=AAITNE/SUMNE;                                                      
GENR ASTNE=AASTNE/SUMNE;                                                      
GENR AUKNE=AAUKNE/SUMNE;                                                      
GENR AFINE=AAFINE/SUMNE;                                                      
GENR AASNE=AAASNE/SUMNE;                                                      
GENR ASONE=AASONE/SUMNE;                                                      
GENR AKONE=AAKONE/SUMNE;                                                      
GENR ABENE=AABENE/SUMNE;                                                      
GENR ADENE=AADENE/SUMNE;                                                      
GENR ANONE=AANONE/SUMNE;                                                      
GENR ASWNE=AASWNE/SUMNE;                                                      
GENR AGRNE=AAGRNE/SUMNE;                                                      
GENR AIRNE=AAIRNE/SUMNE;                                                      
GENR APONE=AAPONE/SUMNE;                                                      
GENR ASPNE=AASPNE/SUMNE;                                                      
GENR ANZNE=AANZNE/SUMNE;                                                      
GENR ASANE=AASANE/SUMNE;                                                      
GENR AVENE=AAVENE/SUMNE;                                                      
GENR ACONE=AACONE/SUMNE;                                                      
GENR AJONE=AAJONE/SUMNE;                                                      
GENR ASYNE=AASYNE/SUMNE;                                                      
GENR AIDNE=AAIDNE/SUMNE;                                                      
GENR AMANE=AAMANE/SUMNE;                                                      
GENR APANE=AAPANE/SUMNE;                                                      
GENR APHNE=AAPHNE/SUMNE;                                                      
GENR ATHNE=AATHNE/SUMNE;                                                      
GENR ACHNE=AACHNE/SUMNE;                                                      
GENR AARNE=AAARNE/SUMNE;                                                      
GENR ABRNE=AABRNE/SUMNE;                                                      
GENR ACENE=AACENE/SUMNE;                                                      
GENR AMENE=AAMENE/SUMNE;                                                      
GENR APENE=AAPENE/SUMNE;                                                      
GENR ATUNE=AATUNE/SUMNE;                                                      
GENR APDNE=AAPDNE/SUMNE;                                                      
GENR ARUNE=AARUNE/SUMNE;                                                      
GENR AUENE=AAUENE/SUMNE;                                                      
GENR AEGNE=AAEGNE/SUMNE;                                                      
GENR AISNE=AAISNE/SUMNE;                                                      
GENR AKENE=AAKENE/SUMNE;                                                      
GENR ABANE=AABANE/SUMNE;                                                      
GENR AHKNE=AAHKNE/SUMNE;                                                      
GENR ASINE=AASINE/SUMNE;                                                      
GENR AVINE=AAVINE/SUMNE;                                                      
GENR ANINE=AANINE/SUMNE;                                                      
GENR AALNE=AAALNE/SUMNE;                                                      
GENR AIANE=AAIANE/SUMNE;                                                      
GENR AINNE=AAINNE/SUMNE;                                                      
GENR AIQNE=AAIQNE/SUMNE;                                                      
GENR AKUNE=AAKUNE/SUMNE;                                                      
GENR ALINE=AALINE/SUMNE;                                                      
GENR AUANE=AAUANE/SUMNE;                                                      
GENR AUSST=AAUSST/SUMST;                                                      
GENR ACAST=AACAST/SUMST;                                                      
GENR AJAST=AAJAST/SUMST;                                                      
GENR AAUST=AAAUST/SUMST;                                                      
GENR AFRST=AAFRST/SUMST;                                                      
GENR AGEST=AAGEST/SUMST;                                                      
GENR AITST=AAITST/SUMST;                                                      
GENR ANEST=AANEST/SUMST;                                                      
GENR AUKST=AAUKST/SUMST;                                                      
GENR AFIST=AAFIST/SUMST;                                                      
GENR AASST=AAASST/SUMST;                                                      
GENR ASOST=AASOST/SUMST;                                                      
GENR AKOST=AAKOST/SUMST;                                                      
GENR ABEST=AABEST/SUMST;                                                      
GENR ADEST=AADEST/SUMST;                                                      
GENR ANOST=AANOST/SUMST;                                                      
GENR ASWST=AASWST/SUMST;                                                      
GENR AGRST=AAGRST/SUMST;                                                      
GENR AIRST=AAIRST/SUMST;                                                      
GENR APOST=AAPOST/SUMST;                                                      
GENR ASPST=AASPST/SUMST;                                                      
GENR ANZST=AANZST/SUMST;                                                      
GENR ASAST=AASAST/SUMST;                                                      
GENR AVEST=AAVEST/SUMST;                                                      
GENR ACOST=AACOST/SUMST;                                                      
GENR AJOST=AAJOST/SUMST;                                                      
GENR ASYST=AASYST/SUMST;                                                      
GENR AIDST=AAIDST/SUMST;                                                      
GENR AMAST=AAMAST/SUMST;                                                      
GENR APAST=AAPAST/SUMST;                                                      
GENR APHST=AAPHST/SUMST;                                                      
GENR ATHST=AATHST/SUMST;                                                      
GENR ACHST=AACHST/SUMST;                                                      
GENR AARST=AAARST/SUMST;                                                      
GENR ABRST=AABRST/SUMST;                                                      
GENR ACEST=AACEST/SUMST;                                                      
GENR AMEST=AAMEST/SUMST;                                                      
GENR APEST=AAPEST/SUMST;                                                      
GENR ATUST=AATUST/SUMST;                                                      
GENR APDST=AAPDST/SUMST;                                                      
GENR ARUST=AARUST/SUMST;                                                      
GENR AUEST=AAUEST/SUMST;                                                      
GENR AEGST=AAEGST/SUMST;                                                      
GENR AISST=AAISST/SUMST;                                                      
GENR AKEST=AAKEST/SUMST;                                                      
GENR ABAST=AABAST/SUMST;                                                      
GENR AHKST=AAHKST/SUMST;                                                      
GENR ASIST=AASIST/SUMST;                                                      
GENR AVIST=AAVIST/SUMST;                                                      
GENR ANIST=AANIST/SUMST;                                                      
GENR AALST=AAALST/SUMST;                                                      
GENR AIAST=AAIAST/SUMST;                                                      
GENR AINST=AAINST/SUMST;                                                      
GENR AIQST=AAIQST/SUMST;                                                      
GENR AKUST=AAKUST/SUMST;                                                      
GENR ALIST=AALIST/SUMST;                                                      
GENR AUAST=AAUAST/SUMST;                                                      
GENR AUSUK=AAUSUK/SUMUK;                                                      
GENR ACAUK=AACAUK/SUMUK;                                                      
GENR AJAUK=AAJAUK/SUMUK;                                                      
GENR AAUUK=AAAUUK/SUMUK;                                                      
GENR AFRUK=AAFRUK/SUMUK;                                                      
GENR AGEUK=AAGEUK/SUMUK;                                                      
GENR AITUK=AAITUK/SUMUK;                                                      
GENR ANEUK=AANEUK/SUMUK;                                                      
GENR ASTUK=AASTUK/SUMUK;                                                      
GENR AFIUK=AAFIUK/SUMUK;                                                      
GENR AASUK=AAASUK/SUMUK;                                                      
GENR ASOUK=AASOUK/SUMUK;                                                      
GENR AKOUK=AAKOUK/SUMUK;                                                      
GENR ABEUK=AABEUK/SUMUK;                                                      
GENR ADEUK=AADEUK/SUMUK;                                                      
GENR ANOUK=AANOUK/SUMUK;                                                      
GENR ASWUK=AASWUK/SUMUK;                                                      
GENR AGRUK=AAGRUK/SUMUK;                                                      
GENR AIRUK=AAIRUK/SUMUK;                                                      
GENR APOUK=AAPOUK/SUMUK;                                                      
GENR ASPUK=AASPUK/SUMUK;                                                      
GENR ANZUK=AANZUK/SUMUK;                                                      
GENR ASAUK=AASAUK/SUMUK;                                                      
GENR AVEUK=AAVEUK/SUMUK;                                                      
GENR ACOUK=AACOUK/SUMUK;                                                      
GENR AJOUK=AAJOUK/SUMUK;                                                      
GENR ASYUK=AASYUK/SUMUK;                                                      
GENR AIDUK=AAIDUK/SUMUK;                                                      
GENR AMAUK=AAMAUK/SUMUK;                                                      
GENR APAUK=AAPAUK/SUMUK;                                                      
GENR APHUK=AAPHUK/SUMUK;                                                      
GENR ATHUK=AATHUK/SUMUK;                                                      
GENR ACHUK=AACHUK/SUMUK;                                                      
GENR AARUK=AAARUK/SUMUK;                                                      
GENR ABRUK=AABRUK/SUMUK;                                                      
GENR ACEUK=AACEUK/SUMUK;                                                      
GENR AMEUK=AAMEUK/SUMUK;                                                      
GENR APEUK=AAPEUK/SUMUK;                                                      
GENR ATUUK=AATUUK/SUMUK;                                                      
GENR APDUK=AAPDUK/SUMUK;                                                      
GENR ARUUK=AARUUK/SUMUK;                                                      
GENR AUEUK=AAUEUK/SUMUK;                                                      
GENR AEGUK=AAEGUK/SUMUK;                                                      
GENR AISUK=AAISUK/SUMUK;                                                      
GENR AKEUK=AAKEUK/SUMUK;                                                      
GENR ABAUK=AABAUK/SUMUK;                                                      
GENR AHKUK=AAHKUK/SUMUK;                                                      
GENR ASIUK=AASIUK/SUMUK;                                                      
GENR AVIUK=AAVIUK/SUMUK;                                                      
GENR ANIUK=AANIUK/SUMUK;                                                      
GENR AALUK=AAALUK/SUMUK;                                                      
GENR AIAUK=AAIAUK/SUMUK;                                                      
GENR AINUK=AAINUK/SUMUK;                                                      
GENR AIQUK=AAIQUK/SUMUK;                                                      
GENR AKUUK=AAKUUK/SUMUK;                                                      
GENR ALIUK=AALIUK/SUMUK;                                                      
GENR AUAUK=AAUAUK/SUMUK;                                                      
GENR AUSFI=AAUSFI/SUMFI;                                                      
GENR ACAFI=AACAFI/SUMFI;                                                      
GENR AJAFI=AAJAFI/SUMFI;                                                      
GENR AAUFI=AAAUFI/SUMFI;                                                      
GENR AFRFI=AAFRFI/SUMFI;                                                      
GENR AGEFI=AAGEFI/SUMFI;                                                      
GENR AITFI=AAITFI/SUMFI;                                                      
GENR ANEFI=AANEFI/SUMFI;                                                      
GENR ASTFI=AASTFI/SUMFI;                                                      
GENR AUKFI=AAUKFI/SUMFI;                                                      
GENR AASFI=AAASFI/SUMFI;                                                      
GENR ASOFI=AASOFI/SUMFI;                                                      
GENR AKOFI=AAKOFI/SUMFI;                                                      
GENR ABEFI=AABEFI/SUMFI;                                                      
GENR ADEFI=AADEFI/SUMFI;                                                      
GENR ANOFI=AANOFI/SUMFI;                                                      
GENR ASWFI=AASWFI/SUMFI;                                                      
GENR AGRFI=AAGRFI/SUMFI;                                                      
GENR AIRFI=AAIRFI/SUMFI;                                                      
GENR APOFI=AAPOFI/SUMFI;                                                      
GENR ASPFI=AASPFI/SUMFI;                                                      
GENR ANZFI=AANZFI/SUMFI;                                                      
GENR ASAFI=AASAFI/SUMFI;                                                      
GENR AVEFI=AAVEFI/SUMFI;                                                      
GENR ACOFI=AACOFI/SUMFI;                                                      
GENR AJOFI=AAJOFI/SUMFI;                                                      
GENR ASYFI=AASYFI/SUMFI;                                                      
GENR AIDFI=AAIDFI/SUMFI;                                                      
GENR AMAFI=AAMAFI/SUMFI;                                                      
GENR APAFI=AAPAFI/SUMFI;                                                      
GENR APHFI=AAPHFI/SUMFI;                                                      
GENR ATHFI=AATHFI/SUMFI;                                                      
GENR ACHFI=AACHFI/SUMFI;                                                      
GENR AARFI=AAARFI/SUMFI;                                                      
GENR ABRFI=AABRFI/SUMFI;                                                      
GENR ACEFI=AACEFI/SUMFI;                                                      
GENR AMEFI=AAMEFI/SUMFI;                                                      
GENR APEFI=AAPEFI/SUMFI;                                                      
GENR ATUFI=AATUFI/SUMFI;                                                      
GENR APDFI=AAPDFI/SUMFI;                                                      
GENR ARUFI=AARUFI/SUMFI;                                                      
GENR AUEFI=AAUEFI/SUMFI;                                                      
GENR AEGFI=AAEGFI/SUMFI;                                                      
GENR AISFI=AAISFI/SUMFI;                                                      
GENR AKEFI=AAKEFI/SUMFI;                                                      
GENR ABAFI=AABAFI/SUMFI;                                                      
GENR AHKFI=AAHKFI/SUMFI;                                                      
GENR ASIFI=AASIFI/SUMFI;                                                      
GENR AVIFI=AAVIFI/SUMFI;                                                      
GENR ANIFI=AANIFI/SUMFI;                                                      
GENR AALFI=AAALFI/SUMFI;                                                      
GENR AIAFI=AAIAFI/SUMFI;                                                      
GENR AINFI=AAINFI/SUMFI;                                                      
GENR AIQFI=AAIQFI/SUMFI;                                                      
GENR AKUFI=AAKUFI/SUMFI;                                                      
GENR ALIFI=AALIFI/SUMFI;                                                      
GENR AUAFI=AAUAFI/SUMFI;                                                      
GENR AUSAS=AAUSAS/SUMAS;                                                      
GENR ACAAS=AACAAS/SUMAS;                                                      
GENR AJAAS=AAJAAS/SUMAS;                                                      
GENR AAUAS=AAAUAS/SUMAS;                                                      
GENR AFRAS=AAFRAS/SUMAS;                                                      
GENR AGEAS=AAGEAS/SUMAS;                                                      
GENR AITAS=AAITAS/SUMAS;                                                      
GENR ANEAS=AANEAS/SUMAS;                                                      
GENR ASTAS=AASTAS/SUMAS;                                                      
GENR AUKAS=AAUKAS/SUMAS;                                                      
GENR AFIAS=AAFIAS/SUMAS;                                                      
GENR ASOAS=AASOAS/SUMAS;                                                      
GENR AKOAS=AAKOAS/SUMAS;                                                      
GENR ABEAS=AABEAS/SUMAS;                                                      
GENR ADEAS=AADEAS/SUMAS;                                                      
GENR ANOAS=AANOAS/SUMAS;                                                      
GENR ASWAS=AASWAS/SUMAS;                                                      
GENR AGRAS=AAGRAS/SUMAS;                                                      
GENR AIRAS=AAIRAS/SUMAS;                                                      
GENR APOAS=AAPOAS/SUMAS;                                                      
GENR ASPAS=AASPAS/SUMAS;                                                      
GENR ANZAS=AANZAS/SUMAS;                                                      
GENR ASAAS=AASAAS/SUMAS;                                                      
GENR AVEAS=AAVEAS/SUMAS;                                                      
GENR ACOAS=AACOAS/SUMAS;                                                      
GENR AJOAS=AAJOAS/SUMAS;                                                      
GENR ASYAS=AASYAS/SUMAS;                                                      
GENR AIDAS=AAIDAS/SUMAS;                                                      
GENR AMAAS=AAMAAS/SUMAS;                                                      
GENR APAAS=AAPAAS/SUMAS;                                                      
GENR APHAS=AAPHAS/SUMAS;                                                      
GENR ATHAS=AATHAS/SUMAS;                                                      
GENR ACHAS=AACHAS/SUMAS;                                                      
GENR AARAS=AAARAS/SUMAS;                                                      
GENR ABRAS=AABRAS/SUMAS;                                                      
GENR ACEAS=AACEAS/SUMAS;                                                      
GENR AMEAS=AAMEAS/SUMAS;                                                      
GENR APEAS=AAPEAS/SUMAS;                                                      
GENR ATUAS=AATUAS/SUMAS;                                                      
GENR APDAS=AAPDAS/SUMAS;                                                      
GENR ARUAS=AARUAS/SUMAS;                                                      
GENR AUEAS=AAUEAS/SUMAS;                                                      
GENR AEGAS=AAEGAS/SUMAS;                                                      
GENR AISAS=AAISAS/SUMAS;                                                      
GENR AKEAS=AAKEAS/SUMAS;                                                      
GENR ABAAS=AABAAS/SUMAS;                                                      
GENR AHKAS=AAHKAS/SUMAS;                                                      
GENR ASIAS=AASIAS/SUMAS;                                                      
GENR AVIAS=AAVIAS/SUMAS;                                                      
GENR ANIAS=AANIAS/SUMAS;                                                      
GENR AALAS=AAALAS/SUMAS;                                                      
GENR AIAAS=AAIAAS/SUMAS;                                                      
GENR AINAS=AAINAS/SUMAS;                                                      
GENR AIQAS=AAIQAS/SUMAS;                                                      
GENR AKUAS=AAKUAS/SUMAS;                                                      
GENR ALIAS=AALIAS/SUMAS;                                                      
GENR AUAAS=AAUAAS/SUMAS;                                                      
GENR AUSSO=AAUSSO/SUMSO;                                                      
GENR ACASO=AACASO/SUMSO;                                                      
GENR AJASO=AAJASO/SUMSO;                                                      
GENR AAUSO=AAAUSO/SUMSO;                                                      
GENR AFRSO=AAFRSO/SUMSO;                                                      
GENR AGESO=AAGESO/SUMSO;                                                      
GENR AITSO=AAITSO/SUMSO;                                                      
GENR ANESO=AANESO/SUMSO;                                                      
GENR ASTSO=AASTSO/SUMSO;                                                      
GENR AUKSO=AAUKSO/SUMSO;                                                      
GENR AFISO=AAFISO/SUMSO;                                                      
GENR AASSO=AAASSO/SUMSO;                                                      
GENR AKOSO=AAKOSO/SUMSO;                                                      
GENR ABESO=AABESO/SUMSO;                                                      
GENR ADESO=AADESO/SUMSO;                                                      
GENR ANOSO=AANOSO/SUMSO;                                                      
GENR ASWSO=AASWSO/SUMSO;                                                      
GENR AGRSO=AAGRSO/SUMSO;                                                      
GENR AIRSO=AAIRSO/SUMSO;                                                      
GENR APOSO=AAPOSO/SUMSO;                                                      
GENR ASPSO=AASPSO/SUMSO;                                                      
GENR ANZSO=AANZSO/SUMSO;                                                      
GENR ASASO=AASASO/SUMSO;                                                      
GENR AVESO=AAVESO/SUMSO;                                                      
GENR ACOSO=AACOSO/SUMSO;                                                      
GENR AJOSO=AAJOSO/SUMSO;                                                      
GENR ASYSO=AASYSO/SUMSO;                                                      
GENR AIDSO=AAIDSO/SUMSO;                                                      
GENR AMASO=AAMASO/SUMSO;                                                      
GENR APASO=AAPASO/SUMSO;                                                      
GENR APHSO=AAPHSO/SUMSO;                                                      
GENR ATHSO=AATHSO/SUMSO;                                                      
GENR ACHSO=AACHSO/SUMSO;                                                      
GENR AARSO=AAARSO/SUMSO;                                                      
GENR ABRSO=AABRSO/SUMSO;                                                      
GENR ACESO=AACESO/SUMSO;                                                      
GENR AMESO=AAMESO/SUMSO;                                                      
GENR APESO=AAPESO/SUMSO;                                                      
GENR ATUSO=AATUSO/SUMSO;                                                      
GENR APDSO=AAPDSO/SUMSO;                                                      
GENR ARUSO=AARUSO/SUMSO;                                                      
GENR AUESO=AAUESO/SUMSO;                                                      
GENR AEGSO=AAEGSO/SUMSO;                                                      
GENR AISSO=AAISSO/SUMSO;                                                      
GENR AKESO=AAKESO/SUMSO;                                                      
GENR ABASO=AABASO/SUMSO;                                                      
GENR AHKSO=AAHKSO/SUMSO;                                                      
GENR ASISO=AASISO/SUMSO;                                                      
GENR AVISO=AAVISO/SUMSO;                                                      
GENR ANISO=AANISO/SUMSO;                                                      
GENR AALSO=AAALSO/SUMSO;                                                      
GENR AIASO=AAIASO/SUMSO;                                                      
GENR AINSO=AAINSO/SUMSO;                                                      
GENR AIQSO=AAIQSO/SUMSO;                                                      
GENR AKUSO=AAKUSO/SUMSO;                                                      
GENR ALISO=AALISO/SUMSO;                                                      
GENR AUASO=AAUASO/SUMSO;                                                      
GENR AUSKO=AAUSKO/SUMKO;                                                      
GENR ACAKO=AACAKO/SUMKO;                                                      
GENR AJAKO=AAJAKO/SUMKO;                                                      
GENR AAUKO=AAAUKO/SUMKO;                                                      
GENR AFRKO=AAFRKO/SUMKO;                                                      
GENR AGEKO=AAGEKO/SUMKO;                                                      
GENR AITKO=AAITKO/SUMKO;                                                      
GENR ANEKO=AANEKO/SUMKO;                                                      
GENR ASTKO=AASTKO/SUMKO;                                                      
GENR AUKKO=AAUKKO/SUMKO;                                                      
GENR AFIKO=AAFIKO/SUMKO;                                                      
GENR AASKO=AAASKO/SUMKO;                                                      
GENR ASOKO=AASOKO/SUMKO;                                                      
GENR ABEKO=AABEKO/SUMKO;                                                      
GENR ADEKO=AADEKO/SUMKO;                                                      
GENR ANOKO=AANOKO/SUMKO;                                                      
GENR ASWKO=AASWKO/SUMKO;                                                      
GENR AGRKO=AAGRKO/SUMKO;                                                      
GENR AIRKO=AAIRKO/SUMKO;                                                      
GENR APOKO=AAPOKO/SUMKO;                                                      
GENR ASPKO=AASPKO/SUMKO;                                                      
GENR ANZKO=AANZKO/SUMKO;                                                      
GENR ASAKO=AASAKO/SUMKO;                                                      
GENR AVEKO=AAVEKO/SUMKO;                                                      
GENR ACOKO=AACOKO/SUMKO;                                                      
GENR AJOKO=AAJOKO/SUMKO;                                                      
GENR ASYKO=AASYKO/SUMKO;                                                      
GENR AIDKO=AAIDKO/SUMKO;                                                      
GENR AMAKO=AAMAKO/SUMKO;                                                      
GENR APAKO=AAPAKO/SUMKO;                                                      
GENR APHKO=AAPHKO/SUMKO;                                                      
GENR ATHKO=AATHKO/SUMKO;                                                      
GENR ACHKO=AACHKO/SUMKO;                                                      
GENR AARKO=AAARKO/SUMKO;                                                      
GENR ABRKO=AABRKO/SUMKO;                                                      
GENR ACEKO=AACEKO/SUMKO;                                                      
GENR AMEKO=AAMEKO/SUMKO;                                                      
GENR APEKO=AAPEKO/SUMKO;                                                      
GENR ATUKO=AATUKO/SUMKO;                                                      
GENR APDKO=AAPDKO/SUMKO;                                                      
GENR ARUKO=AARUKO/SUMKO;                                                      
GENR AUEKO=AAUEKO/SUMKO;                                                      
GENR AEGKO=AAEGKO/SUMKO;                                                      
GENR AISKO=AAISKO/SUMKO;                                                      
GENR AKEKO=AAKEKO/SUMKO;                                                      
GENR ABAKO=AABAKO/SUMKO;                                                      
GENR AHKKO=AAHKKO/SUMKO;                                                      
GENR ASIKO=AASIKO/SUMKO;                                                      
GENR AVIKO=AAVIKO/SUMKO;                                                      
GENR ANIKO=AANIKO/SUMKO;                                                      
GENR AALKO=AAALKO/SUMKO;                                                      
GENR AIAKO=AAIAKO/SUMKO;                                                      
GENR AINKO=AAINKO/SUMKO;                                                      
GENR AIQKO=AAIQKO/SUMKO;                                                      
GENR AKUKO=AAKUKO/SUMKO;                                                      
GENR ALIKO=AALIKO/SUMKO;                                                      
GENR AUAKO=AAUAKO/SUMKO;                                                      
GENR AUSBE=AAUSBE/SUMBE;                                                      
GENR ACABE=AACABE/SUMBE;                                                      
GENR AJABE=AAJABE/SUMBE;                                                      
GENR AAUBE=AAAUBE/SUMBE;                                                      
GENR AFRBE=AAFRBE/SUMBE;                                                      
GENR AGEBE=AAGEBE/SUMBE;                                                      
GENR AITBE=AAITBE/SUMBE;                                                      
GENR ANEBE=AANEBE/SUMBE;                                                      
GENR ASTBE=AASTBE/SUMBE;                                                      
GENR AUKBE=AAUKBE/SUMBE;                                                      
GENR AFIBE=AAFIBE/SUMBE;                                                      
GENR AASBE=AAASBE/SUMBE;                                                      
GENR ASOBE=AASOBE/SUMBE;                                                      
GENR AKOBE=AAKOBE/SUMBE;                                                      
GENR ADEBE=AADEBE/SUMBE;                                                      
GENR ANOBE=AANOBE/SUMBE;                                                      
GENR ASWBE=AASWBE/SUMBE;                                                      
GENR AGRBE=AAGRBE/SUMBE;                                                      
GENR AIRBE=AAIRBE/SUMBE;                                                      
GENR APOBE=AAPOBE/SUMBE;                                                      
GENR ASPBE=AASPBE/SUMBE;                                                      
GENR ANZBE=AANZBE/SUMBE;                                                      
GENR ASABE=AASABE/SUMBE;                                                      
GENR AVEBE=AAVEBE/SUMBE;                                                      
GENR ACOBE=AACOBE/SUMBE;                                                      
GENR AJOBE=AAJOBE/SUMBE;                                                      
GENR ASYBE=AASYBE/SUMBE;                                                      
GENR AIDBE=AAIDBE/SUMBE;                                                      
GENR AMABE=AAMABE/SUMBE;                                                      
GENR APABE=AAPABE/SUMBE;                                                      
GENR APHBE=AAPHBE/SUMBE;                                                      
GENR ATHBE=AATHBE/SUMBE;                                                      
GENR ACHBE=AACHBE/SUMBE;                                                      
GENR AARBE=AAARBE/SUMBE;                                                      
GENR ABRBE=AABRBE/SUMBE;                                                      
GENR ACEBE=AACEBE/SUMBE;                                                      
GENR AMEBE=AAMEBE/SUMBE;                                                      
GENR APEBE=AAPEBE/SUMBE;                                                      
GENR ATUBE=AATUBE/SUMBE;                                                      
GENR APDBE=AAPDBE/SUMBE;                                                      
GENR ARUBE=AARUBE/SUMBE;                                                      
GENR AUEBE=AAUEBE/SUMBE;                                                      
GENR AEGBE=AAEGBE/SUMBE;                                                      
GENR AISBE=AAISBE/SUMBE;                                                      
GENR AKEBE=AAKEBE/SUMBE;                                                      
GENR ABABE=AABABE/SUMBE;                                                      
GENR AHKBE=AAHKBE/SUMBE;                                                      
GENR ASIBE=AASIBE/SUMBE;                                                      
GENR AVIBE=AAVIBE/SUMBE;                                                      
GENR ANIBE=AANIBE/SUMBE;                                                      
GENR AALBE=AAALBE/SUMBE;                                                      
GENR AIABE=AAIABE/SUMBE;                                                      
GENR AINBE=AAINBE/SUMBE;                                                      
GENR AIQBE=AAIQBE/SUMBE;                                                      
GENR AKUBE=AAKUBE/SUMBE;                                                      
GENR ALIBE=AALIBE/SUMBE;                                                      
GENR AUABE=AAUABE/SUMBE;                                                      
GENR AUSDE=AAUSDE/SUMDE;                                                      
GENR ACADE=AACADE/SUMDE;                                                      
GENR AJADE=AAJADE/SUMDE;                                                      
GENR AAUDE=AAAUDE/SUMDE;                                                      
GENR AFRDE=AAFRDE/SUMDE;                                                      
GENR AGEDE=AAGEDE/SUMDE;                                                      
GENR AITDE=AAITDE/SUMDE;                                                      
GENR ANEDE=AANEDE/SUMDE;                                                      
GENR ASTDE=AASTDE/SUMDE;                                                      
GENR AUKDE=AAUKDE/SUMDE;                                                      
GENR AFIDE=AAFIDE/SUMDE;                                                      
GENR AASDE=AAASDE/SUMDE;                                                      
GENR ASODE=AASODE/SUMDE;                                                      
GENR AKODE=AAKODE/SUMDE;                                                      
GENR ABEDE=AABEDE/SUMDE;                                                      
GENR ANODE=AANODE/SUMDE;                                                      
GENR ASWDE=AASWDE/SUMDE;                                                      
GENR AGRDE=AAGRDE/SUMDE;                                                      
GENR AIRDE=AAIRDE/SUMDE;                                                      
GENR APODE=AAPODE/SUMDE;                                                      
GENR ASPDE=AASPDE/SUMDE;                                                      
GENR ANZDE=AANZDE/SUMDE;                                                      
GENR ASADE=AASADE/SUMDE;                                                      
GENR AVEDE=AAVEDE/SUMDE;                                                      
GENR ACODE=AACODE/SUMDE;                                                      
GENR AJODE=AAJODE/SUMDE;                                                      
GENR ASYDE=AASYDE/SUMDE;                                                      
GENR AIDDE=AAIDDE/SUMDE;                                                      
GENR AMADE=AAMADE/SUMDE;                                                      
GENR APADE=AAPADE/SUMDE;                                                      
GENR APHDE=AAPHDE/SUMDE;                                                      
GENR ATHDE=AATHDE/SUMDE;                                                      
GENR ACHDE=AACHDE/SUMDE;                                                      
GENR AARDE=AAARDE/SUMDE;                                                      
GENR ABRDE=AABRDE/SUMDE;                                                      
GENR ACEDE=AACEDE/SUMDE;                                                      
GENR AMEDE=AAMEDE/SUMDE;                                                      
GENR APEDE=AAPEDE/SUMDE;                                                      
GENR ATUDE=AATUDE/SUMDE;                                                      
GENR APDDE=AAPDDE/SUMDE;                                                      
GENR ARUDE=AARUDE/SUMDE;                                                      
GENR AUEDE=AAUEDE/SUMDE;                                                      
GENR AEGDE=AAEGDE/SUMDE;                                                      
GENR AISDE=AAISDE/SUMDE;                                                      
GENR AKEDE=AAKEDE/SUMDE;                                                      
GENR ABADE=AABADE/SUMDE;                                                      
GENR AHKDE=AAHKDE/SUMDE;                                                      
GENR ASIDE=AASIDE/SUMDE;                                                      
GENR AVIDE=AAVIDE/SUMDE;                                                      
GENR ANIDE=AANIDE/SUMDE;                                                      
GENR AALDE=AAALDE/SUMDE;                                                      
GENR AIADE=AAIADE/SUMDE;                                                      
GENR AINDE=AAINDE/SUMDE;                                                      
GENR AIQDE=AAIQDE/SUMDE;                                                      
GENR AKUDE=AAKUDE/SUMDE;                                                      
GENR ALIDE=AALIDE/SUMDE;                                                      
GENR AUADE=AAUADE/SUMDE;                                                      
GENR AUSNO=AAUSNO/SUMNO;                                                      
GENR ACANO=AACANO/SUMNO;                                                      
GENR AJANO=AAJANO/SUMNO;                                                      
GENR AAUNO=AAAUNO/SUMNO;                                                      
GENR AFRNO=AAFRNO/SUMNO;                                                      
GENR AGENO=AAGENO/SUMNO;                                                      
GENR AITNO=AAITNO/SUMNO;                                                      
GENR ANENO=AANENO/SUMNO;                                                      
GENR ASTNO=AASTNO/SUMNO;                                                      
GENR AUKNO=AAUKNO/SUMNO;                                                      
GENR AFINO=AAFINO/SUMNO;                                                      
GENR AASNO=AAASNO/SUMNO;                                                      
GENR ASONO=AASONO/SUMNO;                                                      
GENR AKONO=AAKONO/SUMNO;                                                      
GENR ABENO=AABENO/SUMNO;                                                      
GENR ADENO=AADENO/SUMNO;                                                      
GENR ASWNO=AASWNO/SUMNO;                                                      
GENR AGRNO=AAGRNO/SUMNO;                                                      
GENR AIRNO=AAIRNO/SUMNO;                                                      
GENR APONO=AAPONO/SUMNO;                                                      
GENR ASPNO=AASPNO/SUMNO;                                                      
GENR ANZNO=AANZNO/SUMNO;                                                      
GENR ASANO=AASANO/SUMNO;                                                      
GENR AVENO=AAVENO/SUMNO;                                                      
GENR ACONO=AACONO/SUMNO;                                                      
GENR AJONO=AAJONO/SUMNO;                                                      
GENR ASYNO=AASYNO/SUMNO;                                                      
GENR AIDNO=AAIDNO/SUMNO;                                                      
GENR AMANO=AAMANO/SUMNO;                                                      
GENR APANO=AAPANO/SUMNO;                                                      
GENR APHNO=AAPHNO/SUMNO;                                                      
GENR ATHNO=AATHNO/SUMNO;                                                      
GENR ACHNO=AACHNO/SUMNO;                                                      
GENR AARNO=AAARNO/SUMNO;                                                      
GENR ABRNO=AABRNO/SUMNO;                                                      
GENR ACENO=AACENO/SUMNO;                                                      
GENR AMENO=AAMENO/SUMNO;                                                      
GENR APENO=AAPENO/SUMNO;                                                      
GENR ATUNO=AATUNO/SUMNO;                                                      
GENR APDNO=AAPDNO/SUMNO;                                                      
GENR ARUNO=AARUNO/SUMNO;                                                      
GENR AUENO=AAUENO/SUMNO;                                                      
GENR AEGNO=AAEGNO/SUMNO;                                                      
GENR AISNO=AAISNO/SUMNO;                                                      
GENR AKENO=AAKENO/SUMNO;                                                      
GENR ABANO=AABANO/SUMNO;                                                      
GENR AHKNO=AAHKNO/SUMNO;                                                      
GENR ASINO=AASINO/SUMNO;                                                      
GENR AVINO=AAVINO/SUMNO;                                                      
GENR ANINO=AANINO/SUMNO;                                                      
GENR AALNO=AAALNO/SUMNO;                                                      
GENR AIANO=AAIANO/SUMNO;                                                      
GENR AINNO=AAINNO/SUMNO;                                                      
GENR AIQNO=AAIQNO/SUMNO;                                                      
GENR AKUNO=AAKUNO/SUMNO;                                                      
GENR ALINO=AALINO/SUMNO;                                                      
GENR AUANO=AAUANO/SUMNO;                                                      
GENR AUSSW=AAUSSW/SUMSW;                                                      
GENR ACASW=AACASW/SUMSW;                                                      
GENR AJASW=AAJASW/SUMSW;                                                      
GENR AAUSW=AAAUSW/SUMSW;                                                      
GENR AFRSW=AAFRSW/SUMSW;                                                      
GENR AGESW=AAGESW/SUMSW;                                                      
GENR AITSW=AAITSW/SUMSW;                                                      
GENR ANESW=AANESW/SUMSW;                                                      
GENR ASTSW=AASTSW/SUMSW;                                                      
GENR AUKSW=AAUKSW/SUMSW;                                                      
GENR AFISW=AAFISW/SUMSW;                                                      
GENR AASSW=AAASSW/SUMSW;                                                      
GENR ASOSW=AASOSW/SUMSW;                                                      
GENR AKOSW=AAKOSW/SUMSW;                                                      
GENR ABESW=AABESW/SUMSW;                                                      
GENR ADESW=AADESW/SUMSW;                                                      
GENR ANOSW=AANOSW/SUMSW;                                                      
GENR AGRSW=AAGRSW/SUMSW;                                                      
GENR AIRSW=AAIRSW/SUMSW;                                                      
GENR APOSW=AAPOSW/SUMSW;                                                      
GENR ASPSW=AASPSW/SUMSW;                                                      
GENR ANZSW=AANZSW/SUMSW;                                                      
GENR ASASW=AASASW/SUMSW;                                                      
GENR AVESW=AAVESW/SUMSW;                                                      
GENR ACOSW=AACOSW/SUMSW;                                                      
GENR AJOSW=AAJOSW/SUMSW;                                                      
GENR ASYSW=AASYSW/SUMSW;                                                      
GENR AIDSW=AAIDSW/SUMSW;                                                      
GENR AMASW=AAMASW/SUMSW;                                                      
GENR APASW=AAPASW/SUMSW;                                                      
GENR APHSW=AAPHSW/SUMSW;                                                      
GENR ATHSW=AATHSW/SUMSW;                                                      
GENR ACHSW=AACHSW/SUMSW;                                                      
GENR AARSW=AAARSW/SUMSW;                                                      
GENR ABRSW=AABRSW/SUMSW;                                                      
GENR ACESW=AACESW/SUMSW;                                                      
GENR AMESW=AAMESW/SUMSW;                                                      
GENR APESW=AAPESW/SUMSW;                                                      
GENR ATUSW=AATUSW/SUMSW;                                                      
GENR APDSW=AAPDSW/SUMSW;                                                      
GENR ARUSW=AARUSW/SUMSW;                                                      
GENR AUESW=AAUESW/SUMSW;                                                      
GENR AEGSW=AAEGSW/SUMSW;                                                      
GENR AISSW=AAISSW/SUMSW;                                                      
GENR AKESW=AAKESW/SUMSW;                                                      
GENR ABASW=AABASW/SUMSW;                                                      
GENR AHKSW=AAHKSW/SUMSW;                                                      
GENR ASISW=AASISW/SUMSW;                                                      
GENR AVISW=AAVISW/SUMSW;                                                      
GENR ANISW=AANISW/SUMSW;                                                      
GENR AALSW=AAALSW/SUMSW;                                                      
GENR AIASW=AAIASW/SUMSW;                                                      
GENR AINSW=AAINSW/SUMSW;                                                      
GENR AIQSW=AAIQSW/SUMSW;                                                      
GENR AKUSW=AAKUSW/SUMSW;                                                      
GENR ALISW=AALISW/SUMSW;                                                      
GENR AUASW=AAUASW/SUMSW;                                                      
GENR AUSGR=AAUSGR/SUMGR;                                                      
GENR ACAGR=AACAGR/SUMGR;                                                      
GENR AJAGR=AAJAGR/SUMGR;                                                      
GENR AAUGR=AAAUGR/SUMGR;                                                      
GENR AFRGR=AAFRGR/SUMGR;                                                      
GENR AGEGR=AAGEGR/SUMGR;                                                      
GENR AITGR=AAITGR/SUMGR;                                                      
GENR ANEGR=AANEGR/SUMGR;                                                      
GENR ASTGR=AASTGR/SUMGR;                                                      
GENR AUKGR=AAUKGR/SUMGR;                                                      
GENR AFIGR=AAFIGR/SUMGR;                                                      
GENR AASGR=AAASGR/SUMGR;                                                      
GENR ASOGR=AASOGR/SUMGR;                                                      
GENR AKOGR=AAKOGR/SUMGR;                                                      
GENR ABEGR=AABEGR/SUMGR;                                                      
GENR ADEGR=AADEGR/SUMGR;                                                      
GENR ANOGR=AANOGR/SUMGR;                                                      
GENR ASWGR=AASWGR/SUMGR;                                                      
GENR AIRGR=AAIRGR/SUMGR;                                                      
GENR APOGR=AAPOGR/SUMGR;                                                      
GENR ASPGR=AASPGR/SUMGR;                                                      
GENR ANZGR=AANZGR/SUMGR;                                                      
GENR ASAGR=AASAGR/SUMGR;                                                      
GENR AVEGR=AAVEGR/SUMGR;                                                      
GENR ACOGR=AACOGR/SUMGR;                                                      
GENR AJOGR=AAJOGR/SUMGR;                                                      
GENR ASYGR=AASYGR/SUMGR;                                                      
GENR AIDGR=AAIDGR/SUMGR;                                                      
GENR AMAGR=AAMAGR/SUMGR;                                                      
GENR APAGR=AAPAGR/SUMGR;                                                      
GENR APHGR=AAPHGR/SUMGR;                                                      
GENR ATHGR=AATHGR/SUMGR;                                                      
GENR ACHGR=AACHGR/SUMGR;                                                      
GENR AARGR=AAARGR/SUMGR;                                                      
GENR ABRGR=AABRGR/SUMGR;                                                      
GENR ACEGR=AACEGR/SUMGR;                                                      
GENR AMEGR=AAMEGR/SUMGR;                                                      
GENR APEGR=AAPEGR/SUMGR;                                                      
GENR ATUGR=AATUGR/SUMGR;                                                      
GENR APDGR=AAPDGR/SUMGR;                                                      
GENR ARUGR=AARUGR/SUMGR;                                                      
GENR AUEGR=AAUEGR/SUMGR;                                                      
GENR AEGGR=AAEGGR/SUMGR;                                                      
GENR AISGR=AAISGR/SUMGR;                                                      
GENR AKEGR=AAKEGR/SUMGR;                                                      
GENR ABAGR=AABAGR/SUMGR;                                                      
GENR AHKGR=AAHKGR/SUMGR;                                                      
GENR ASIGR=AASIGR/SUMGR;                                                      
GENR AVIGR=AAVIGR/SUMGR;                                                      
GENR ANIGR=AANIGR/SUMGR;                                                      
GENR AALGR=AAALGR/SUMGR;                                                      
GENR AIAGR=AAIAGR/SUMGR;                                                      
GENR AINGR=AAINGR/SUMGR;                                                      
GENR AIQGR=AAIQGR/SUMGR;                                                      
GENR AKUGR=AAKUGR/SUMGR;                                                      
GENR ALIGR=AALIGR/SUMGR;                                                      
GENR AUAGR=AAUAGR/SUMGR;                                                      
GENR AUSIR=AAUSIR/SUMIR;                                                      
GENR ACAIR=AACAIR/SUMIR;                                                      
GENR AJAIR=AAJAIR/SUMIR;                                                      
GENR AAUIR=AAAUIR/SUMIR;                                                      
GENR AFRIR=AAFRIR/SUMIR;                                                      
GENR AGEIR=AAGEIR/SUMIR;                                                      
GENR AITIR=AAITIR/SUMIR;                                                      
GENR ANEIR=AANEIR/SUMIR;                                                      
GENR ASTIR=AASTIR/SUMIR;                                                      
GENR AUKIR=AAUKIR/SUMIR;                                                      
GENR AFIIR=AAFIIR/SUMIR;                                                      
GENR AASIR=AAASIR/SUMIR;                                                      
GENR ASOIR=AASOIR/SUMIR;                                                      
GENR AKOIR=AAKOIR/SUMIR;                                                      
GENR ABEIR=AABEIR/SUMIR;                                                      
GENR ADEIR=AADEIR/SUMIR;                                                      
GENR ANOIR=AANOIR/SUMIR;                                                      
GENR ASWIR=AASWIR/SUMIR;                                                      
GENR AGRIR=AAGRIR/SUMIR;                                                      
GENR APOIR=AAPOIR/SUMIR;                                                      
GENR ASPIR=AASPIR/SUMIR;                                                      
GENR ANZIR=AANZIR/SUMIR;                                                      
GENR ASAIR=AASAIR/SUMIR;                                                      
GENR AVEIR=AAVEIR/SUMIR;                                                      
GENR ACOIR=AACOIR/SUMIR;                                                      
GENR AJOIR=AAJOIR/SUMIR;                                                      
GENR ASYIR=AASYIR/SUMIR;                                                      
GENR AIDIR=AAIDIR/SUMIR;                                                      
GENR AMAIR=AAMAIR/SUMIR;                                                      
GENR APAIR=AAPAIR/SUMIR;                                                      
GENR APHIR=AAPHIR/SUMIR;                                                      
GENR ATHIR=AATHIR/SUMIR;                                                      
GENR ACHIR=AACHIR/SUMIR;                                                      
GENR AARIR=AAARIR/SUMIR;                                                      
GENR ABRIR=AABRIR/SUMIR;                                                      
GENR ACEIR=AACEIR/SUMIR;                                                      
GENR AMEIR=AAMEIR/SUMIR;                                                      
GENR APEIR=AAPEIR/SUMIR;                                                      
GENR ATUIR=AATUIR/SUMIR;                                                      
GENR APDIR=AAPDIR/SUMIR;                                                      
GENR ARUIR=AARUIR/SUMIR;                                                      
GENR AUEIR=AAUEIR/SUMIR;                                                      
GENR AEGIR=AAEGIR/SUMIR;                                                      
GENR AISIR=AAISIR/SUMIR;                                                      
GENR AKEIR=AAKEIR/SUMIR;                                                      
GENR ABAIR=AABAIR/SUMIR;                                                      
GENR AHKIR=AAHKIR/SUMIR;                                                      
GENR ASIIR=AASIIR/SUMIR;                                                      
GENR AVIIR=AAVIIR/SUMIR;                                                      
GENR ANIIR=AANIIR/SUMIR;                                                      
GENR AALIR=AAALIR/SUMIR;                                                      
GENR AIAIR=AAIAIR/SUMIR;                                                      
GENR AINIR=AAINIR/SUMIR;                                                      
GENR AIQIR=AAIQIR/SUMIR;                                                      
GENR AKUIR=AAKUIR/SUMIR;                                                      
GENR ALIIR=AALIIR/SUMIR;                                                      
GENR AUAIR=AAUAIR/SUMIR;                                                      
GENR AUSPO=AAUSPO/SUMPO;                                                      
GENR ACAPO=AACAPO/SUMPO;                                                      
GENR AJAPO=AAJAPO/SUMPO;                                                      
GENR AAUPO=AAAUPO/SUMPO;                                                      
GENR AFRPO=AAFRPO/SUMPO;                                                      
GENR AGEPO=AAGEPO/SUMPO;                                                      
GENR AITPO=AAITPO/SUMPO;                                                      
GENR ANEPO=AANEPO/SUMPO;                                                      
GENR ASTPO=AASTPO/SUMPO;                                                      
GENR AUKPO=AAUKPO/SUMPO;                                                      
GENR AFIPO=AAFIPO/SUMPO;                                                      
GENR AASPO=AAASPO/SUMPO;                                                      
GENR ASOPO=AASOPO/SUMPO;                                                      
GENR AKOPO=AAKOPO/SUMPO;                                                      
GENR ABEPO=AABEPO/SUMPO;                                                      
GENR ADEPO=AADEPO/SUMPO;                                                      
GENR ANOPO=AANOPO/SUMPO;                                                      
GENR ASWPO=AASWPO/SUMPO;                                                      
GENR AGRPO=AAGRPO/SUMPO;                                                      
GENR AIRPO=AAIRPO/SUMPO;                                                      
GENR ASPPO=AASPPO/SUMPO;                                                      
GENR ANZPO=AANZPO/SUMPO;                                                      
GENR ASAPO=AASAPO/SUMPO;                                                      
GENR AVEPO=AAVEPO/SUMPO;                                                      
GENR ACOPO=AACOPO/SUMPO;                                                      
GENR AJOPO=AAJOPO/SUMPO;                                                      
GENR ASYPO=AASYPO/SUMPO;                                                      
GENR AIDPO=AAIDPO/SUMPO;                                                      
GENR AMAPO=AAMAPO/SUMPO;                                                      
GENR APAPO=AAPAPO/SUMPO;                                                      
GENR APHPO=AAPHPO/SUMPO;                                                      
GENR ATHPO=AATHPO/SUMPO;                                                      
GENR ACHPO=AACHPO/SUMPO;                                                      
GENR AARPO=AAARPO/SUMPO;                                                      
GENR ABRPO=AABRPO/SUMPO;                                                      
GENR ACEPO=AACEPO/SUMPO;                                                      
GENR AMEPO=AAMEPO/SUMPO;                                                      
GENR APEPO=AAPEPO/SUMPO;                                                      
GENR ATUPO=AATUPO/SUMPO;                                                      
GENR APDPO=AAPDPO/SUMPO;                                                      
GENR ARUPO=AARUPO/SUMPO;                                                      
GENR AUEPO=AAUEPO/SUMPO;                                                      
GENR AEGPO=AAEGPO/SUMPO;                                                      
GENR AISPO=AAISPO/SUMPO;                                                      
GENR AKEPO=AAKEPO/SUMPO;                                                      
GENR ABAPO=AABAPO/SUMPO;                                                      
GENR AHKPO=AAHKPO/SUMPO;                                                      
GENR ASIPO=AASIPO/SUMPO;                                                      
GENR AVIPO=AAVIPO/SUMPO;                                                      
GENR ANIPO=AANIPO/SUMPO;                                                      
GENR AALPO=AAALPO/SUMPO;                                                      
GENR AIAPO=AAIAPO/SUMPO;                                                      
GENR AINPO=AAINPO/SUMPO;                                                      
GENR AIQPO=AAIQPO/SUMPO;                                                      
GENR AKUPO=AAKUPO/SUMPO;                                                      
GENR ALIPO=AALIPO/SUMPO;                                                      
GENR AUAPO=AAUAPO/SUMPO;                                                      
GENR AUSSP=AAUSSP/SUMSP;                                                      
GENR ACASP=AACASP/SUMSP;                                                      
GENR AJASP=AAJASP/SUMSP;                                                      
GENR AAUSP=AAAUSP/SUMSP;                                                      
GENR AFRSP=AAFRSP/SUMSP;                                                      
GENR AGESP=AAGESP/SUMSP;                                                      
GENR AITSP=AAITSP/SUMSP;                                                      
GENR ANESP=AANESP/SUMSP;                                                      
GENR ASTSP=AASTSP/SUMSP;                                                      
GENR AUKSP=AAUKSP/SUMSP;                                                      
GENR AFISP=AAFISP/SUMSP;                                                      
GENR AASSP=AAASSP/SUMSP;                                                      
GENR ASOSP=AASOSP/SUMSP;                                                      
GENR AKOSP=AAKOSP/SUMSP;                                                      
GENR ABESP=AABESP/SUMSP;                                                      
GENR ADESP=AADESP/SUMSP;                                                      
GENR ANOSP=AANOSP/SUMSP;                                                      
GENR ASWSP=AASWSP/SUMSP;                                                      
GENR AGRSP=AAGRSP/SUMSP;                                                      
GENR AIRSP=AAIRSP/SUMSP;                                                      
GENR APOSP=AAPOSP/SUMSP;                                                      
GENR ANZSP=AANZSP/SUMSP;                                                      
GENR ASASP=AASASP/SUMSP;                                                      
GENR AVESP=AAVESP/SUMSP;                                                      
GENR ACOSP=AACOSP/SUMSP;                                                      
GENR AJOSP=AAJOSP/SUMSP;                                                      
GENR ASYSP=AASYSP/SUMSP;                                                      
GENR AIDSP=AAIDSP/SUMSP;                                                      
GENR AMASP=AAMASP/SUMSP;                                                      
GENR APASP=AAPASP/SUMSP;                                                      
GENR APHSP=AAPHSP/SUMSP;                                                      
GENR ATHSP=AATHSP/SUMSP;                                                      
GENR ACHSP=AACHSP/SUMSP;                                                      
GENR AARSP=AAARSP/SUMSP;                                                      
GENR ABRSP=AABRSP/SUMSP;                                                      
GENR ACESP=AACESP/SUMSP;                                                      
GENR AMESP=AAMESP/SUMSP;                                                      
GENR APESP=AAPESP/SUMSP;                                                      
GENR ATUSP=AATUSP/SUMSP;                                                      
GENR APDSP=AAPDSP/SUMSP;                                                      
GENR ARUSP=AARUSP/SUMSP;                                                      
GENR AUESP=AAUESP/SUMSP;                                                      
GENR AEGSP=AAEGSP/SUMSP;                                                      
GENR AISSP=AAISSP/SUMSP;                                                      
GENR AKESP=AAKESP/SUMSP;                                                      
GENR ABASP=AABASP/SUMSP;                                                      
GENR AHKSP=AAHKSP/SUMSP;                                                      
GENR ASISP=AASISP/SUMSP;                                                      
GENR AVISP=AAVISP/SUMSP;                                                      
GENR ANISP=AANISP/SUMSP;                                                      
GENR AALSP=AAALSP/SUMSP;                                                      
GENR AIASP=AAIASP/SUMSP;                                                      
GENR AINSP=AAINSP/SUMSP;                                                      
GENR AIQSP=AAIQSP/SUMSP;                                                      
GENR AKUSP=AAKUSP/SUMSP;                                                      
GENR ALISP=AALISP/SUMSP;                                                      
GENR AUASP=AAUASP/SUMSP;                                                      
GENR AUSNZ=AAUSNZ/SUMNZ;                                                      
GENR ACANZ=AACANZ/SUMNZ;                                                      
GENR AJANZ=AAJANZ/SUMNZ;                                                      
GENR AAUNZ=AAAUNZ/SUMNZ;                                                      
GENR AFRNZ=AAFRNZ/SUMNZ;                                                      
GENR AGENZ=AAGENZ/SUMNZ;                                                      
GENR AITNZ=AAITNZ/SUMNZ;                                                      
GENR ANENZ=AANENZ/SUMNZ;                                                      
GENR ASTNZ=AASTNZ/SUMNZ;                                                      
GENR AUKNZ=AAUKNZ/SUMNZ;                                                      
GENR AFINZ=AAFINZ/SUMNZ;                                                      
GENR AASNZ=AAASNZ/SUMNZ;                                                      
GENR ASONZ=AASONZ/SUMNZ;                                                      
GENR AKONZ=AAKONZ/SUMNZ;                                                      
GENR ABENZ=AABENZ/SUMNZ;                                                      
GENR ADENZ=AADENZ/SUMNZ;                                                      
GENR ANONZ=AANONZ/SUMNZ;                                                      
GENR ASWNZ=AASWNZ/SUMNZ;                                                      
GENR AGRNZ=AAGRNZ/SUMNZ;                                                      
GENR AIRNZ=AAIRNZ/SUMNZ;                                                      
GENR APONZ=AAPONZ/SUMNZ;                                                      
GENR ASPNZ=AASPNZ/SUMNZ;                                                      
GENR ASANZ=AASANZ/SUMNZ;                                                      
GENR AVENZ=AAVENZ/SUMNZ;                                                      
GENR ACONZ=AACONZ/SUMNZ;                                                      
GENR AJONZ=AAJONZ/SUMNZ;                                                      
GENR ASYNZ=AASYNZ/SUMNZ;                                                      
GENR AIDNZ=AAIDNZ/SUMNZ;                                                      
GENR AMANZ=AAMANZ/SUMNZ;                                                      
GENR APANZ=AAPANZ/SUMNZ;                                                      
GENR APHNZ=AAPHNZ/SUMNZ;                                                      
GENR ATHNZ=AATHNZ/SUMNZ;                                                      
GENR ACHNZ=AACHNZ/SUMNZ;                                                      
GENR AARNZ=AAARNZ/SUMNZ;                                                      
GENR ABRNZ=AABRNZ/SUMNZ;                                                      
GENR ACENZ=AACENZ/SUMNZ;                                                      
GENR AMENZ=AAMENZ/SUMNZ;                                                      
GENR APENZ=AAPENZ/SUMNZ;                                                      
GENR ATUNZ=AATUNZ/SUMNZ;                                                      
GENR APDNZ=AAPDNZ/SUMNZ;                                                      
GENR ARUNZ=AARUNZ/SUMNZ;                                                      
GENR AUENZ=AAUENZ/SUMNZ;                                                      
GENR AEGNZ=AAEGNZ/SUMNZ;                                                      
GENR AISNZ=AAISNZ/SUMNZ;                                                      
GENR AKENZ=AAKENZ/SUMNZ;                                                      
GENR ABANZ=AABANZ/SUMNZ;                                                      
GENR AHKNZ=AAHKNZ/SUMNZ;                                                      
GENR ASINZ=AASINZ/SUMNZ;                                                      
GENR AVINZ=AAVINZ/SUMNZ;                                                      
GENR ANINZ=AANINZ/SUMNZ;                                                      
GENR AALNZ=AAALNZ/SUMNZ;                                                      
GENR AIANZ=AAIANZ/SUMNZ;                                                      
GENR AINNZ=AAINNZ/SUMNZ;                                                      
GENR AIQNZ=AAIQNZ/SUMNZ;                                                      
GENR AKUNZ=AAKUNZ/SUMNZ;                                                      
GENR ALINZ=AALINZ/SUMNZ;                                                      
GENR AUANZ=AAUANZ/SUMNZ;                                                      
GENR AUSSA=AAUSSA/SUMSA;                                                      
GENR ACASA=AACASA/SUMSA;                                                      
GENR AJASA=AAJASA/SUMSA;                                                      
GENR AAUSA=AAAUSA/SUMSA;                                                      
GENR AFRSA=AAFRSA/SUMSA;                                                      
GENR AGESA=AAGESA/SUMSA;                                                      
GENR AITSA=AAITSA/SUMSA;                                                      
GENR ANESA=AANESA/SUMSA;                                                      
GENR ASTSA=AASTSA/SUMSA;                                                      
GENR AUKSA=AAUKSA/SUMSA;                                                      
GENR AFISA=AAFISA/SUMSA;                                                      
GENR AASSA=AAASSA/SUMSA;                                                      
GENR ASOSA=AASOSA/SUMSA;                                                      
GENR AKOSA=AAKOSA/SUMSA;                                                      
GENR ABESA=AABESA/SUMSA;                                                      
GENR ADESA=AADESA/SUMSA;                                                      
GENR ANOSA=AANOSA/SUMSA;                                                      
GENR ASWSA=AASWSA/SUMSA;                                                      
GENR AGRSA=AAGRSA/SUMSA;                                                      
GENR AIRSA=AAIRSA/SUMSA;                                                      
GENR APOSA=AAPOSA/SUMSA;                                                      
GENR ASPSA=AASPSA/SUMSA;                                                      
GENR ANZSA=AANZSA/SUMSA;                                                      
GENR AVESA=AAVESA/SUMSA;                                                      
GENR ACOSA=AACOSA/SUMSA;                                                      
GENR AJOSA=AAJOSA/SUMSA;                                                      
GENR ASYSA=AASYSA/SUMSA;                                                      
GENR AIDSA=AAIDSA/SUMSA;                                                      
GENR AMASA=AAMASA/SUMSA;                                                      
GENR APASA=AAPASA/SUMSA;                                                      
GENR APHSA=AAPHSA/SUMSA;                                                      
GENR ATHSA=AATHSA/SUMSA;                                                      
GENR ACHSA=AACHSA/SUMSA;                                                      
GENR AARSA=AAARSA/SUMSA;                                                      
GENR ABRSA=AABRSA/SUMSA;                                                      
GENR ACESA=AACESA/SUMSA;                                                      
GENR AMESA=AAMESA/SUMSA;                                                      
GENR APESA=AAPESA/SUMSA;                                                      
GENR ATUSA=AATUSA/SUMSA;                                                      
GENR APDSA=AAPDSA/SUMSA;                                                      
GENR ARUSA=AARUSA/SUMSA;                                                      
GENR AUESA=AAUESA/SUMSA;                                                      
GENR AEGSA=AAEGSA/SUMSA;                                                      
GENR AISSA=AAISSA/SUMSA;                                                      
GENR AKESA=AAKESA/SUMSA;                                                      
GENR ABASA=AABASA/SUMSA;                                                      
GENR AHKSA=AAHKSA/SUMSA;                                                      
GENR ASISA=AASISA/SUMSA;                                                      
GENR AVISA=AAVISA/SUMSA;                                                      
GENR ANISA=AANISA/SUMSA;                                                      
GENR AALSA=AAALSA/SUMSA;                                                      
GENR AIASA=AAIASA/SUMSA;                                                      
GENR AINSA=AAINSA/SUMSA;                                                      
GENR AIQSA=AAIQSA/SUMSA;                                                      
GENR AKUSA=AAKUSA/SUMSA;                                                      
GENR ALISA=AALISA/SUMSA;                                                      
GENR AUASA=AAUASA/SUMSA;                                                      
GENR AUSVE=AAUSVE/SUMVE;                                                      
GENR ACAVE=AACAVE/SUMVE;                                                      
GENR AJAVE=AAJAVE/SUMVE;                                                      
GENR AAUVE=AAAUVE/SUMVE;                                                      
GENR AFRVE=AAFRVE/SUMVE;                                                      
GENR AGEVE=AAGEVE/SUMVE;                                                      
GENR AITVE=AAITVE/SUMVE;                                                      
GENR ANEVE=AANEVE/SUMVE;                                                      
GENR ASTVE=AASTVE/SUMVE;                                                      
GENR AUKVE=AAUKVE/SUMVE;                                                      
GENR AFIVE=AAFIVE/SUMVE;                                                      
GENR AASVE=AAASVE/SUMVE;                                                      
GENR ASOVE=AASOVE/SUMVE;                                                      
GENR AKOVE=AAKOVE/SUMVE;                                                      
GENR ABEVE=AABEVE/SUMVE;                                                      
GENR ADEVE=AADEVE/SUMVE;                                                      
GENR ANOVE=AANOVE/SUMVE;                                                      
GENR ASWVE=AASWVE/SUMVE;                                                      
GENR AGRVE=AAGRVE/SUMVE;                                                      
GENR AIRVE=AAIRVE/SUMVE;                                                      
GENR APOVE=AAPOVE/SUMVE;                                                      
GENR ASPVE=AASPVE/SUMVE;                                                      
GENR ANZVE=AANZVE/SUMVE;                                                      
GENR ASAVE=AASAVE/SUMVE;                                                      
GENR ACOVE=AACOVE/SUMVE;                                                      
GENR AJOVE=AAJOVE/SUMVE;                                                      
GENR ASYVE=AASYVE/SUMVE;                                                      
GENR AIDVE=AAIDVE/SUMVE;                                                      
GENR AMAVE=AAMAVE/SUMVE;                                                      
GENR APAVE=AAPAVE/SUMVE;                                                      
GENR APHVE=AAPHVE/SUMVE;                                                      
GENR ATHVE=AATHVE/SUMVE;                                                      
GENR ACHVE=AACHVE/SUMVE;                                                      
GENR AARVE=AAARVE/SUMVE;                                                      
GENR ABRVE=AABRVE/SUMVE;                                                      
GENR ACEVE=AACEVE/SUMVE;                                                      
GENR AMEVE=AAMEVE/SUMVE;                                                      
GENR APEVE=AAPEVE/SUMVE;                                                      
GENR ATUVE=AATUVE/SUMVE;                                                      
GENR APDVE=AAPDVE/SUMVE;                                                      
GENR ARUVE=AARUVE/SUMVE;                                                      
GENR AUEVE=AAUEVE/SUMVE;                                                      
GENR AEGVE=AAEGVE/SUMVE;                                                      
GENR AISVE=AAISVE/SUMVE;                                                      
GENR AKEVE=AAKEVE/SUMVE;                                                      
GENR ABAVE=AABAVE/SUMVE;                                                      
GENR AHKVE=AAHKVE/SUMVE;                                                      
GENR ASIVE=AASIVE/SUMVE;                                                      
GENR AVIVE=AAVIVE/SUMVE;                                                      
GENR ANIVE=AANIVE/SUMVE;                                                      
GENR AALVE=AAALVE/SUMVE;                                                      
GENR AIAVE=AAIAVE/SUMVE;                                                      
GENR AINVE=AAINVE/SUMVE;                                                      
GENR AIQVE=AAIQVE/SUMVE;                                                      
GENR AKUVE=AAKUVE/SUMVE;                                                      
GENR ALIVE=AALIVE/SUMVE;                                                      
GENR AUAVE=AAUAVE/SUMVE;                                                      
GENR AUSCO=AAUSCO/SUMCO;                                                      
GENR ACACO=AACACO/SUMCO;                                                      
GENR AJACO=AAJACO/SUMCO;                                                      
GENR AAUCO=AAAUCO/SUMCO;                                                      
GENR AFRCO=AAFRCO/SUMCO;                                                      
GENR AGECO=AAGECO/SUMCO;                                                      
GENR AITCO=AAITCO/SUMCO;                                                      
GENR ANECO=AANECO/SUMCO;                                                      
GENR ASTCO=AASTCO/SUMCO;                                                      
GENR AUKCO=AAUKCO/SUMCO;                                                      
GENR AFICO=AAFICO/SUMCO;                                                      
GENR AASCO=AAASCO/SUMCO;                                                      
GENR ASOCO=AASOCO/SUMCO;                                                      
GENR AKOCO=AAKOCO/SUMCO;                                                      
GENR ABECO=AABECO/SUMCO;                                                      
GENR ADECO=AADECO/SUMCO;                                                      
GENR ANOCO=AANOCO/SUMCO;                                                      
GENR ASWCO=AASWCO/SUMCO;                                                      
GENR AGRCO=AAGRCO/SUMCO;                                                      
GENR AIRCO=AAIRCO/SUMCO;                                                      
GENR APOCO=AAPOCO/SUMCO;                                                      
GENR ASPCO=AASPCO/SUMCO;                                                      
GENR ANZCO=AANZCO/SUMCO;                                                      
GENR ASACO=AASACO/SUMCO;                                                      
GENR AVECO=AAVECO/SUMCO;                                                      
GENR AJOCO=AAJOCO/SUMCO;                                                      
GENR ASYCO=AASYCO/SUMCO;                                                      
GENR AIDCO=AAIDCO/SUMCO;                                                      
GENR AMACO=AAMACO/SUMCO;                                                      
GENR APACO=AAPACO/SUMCO;                                                      
GENR APHCO=AAPHCO/SUMCO;                                                      
GENR ATHCO=AATHCO/SUMCO;                                                      
GENR ACHCO=AACHCO/SUMCO;                                                      
GENR AARCO=AAARCO/SUMCO;                                                      
GENR ABRCO=AABRCO/SUMCO;                                                      
GENR ACECO=AACECO/SUMCO;                                                      
GENR AMECO=AAMECO/SUMCO;                                                      
GENR APECO=AAPECO/SUMCO;                                                      
GENR ATUCO=AATUCO/SUMCO;                                                      
GENR APDCO=AAPDCO/SUMCO;                                                      
GENR ARUCO=AARUCO/SUMCO;                                                      
GENR AUECO=AAUECO/SUMCO;                                                      
GENR AEGCO=AAEGCO/SUMCO;                                                      
GENR AISCO=AAISCO/SUMCO;                                                      
GENR AKECO=AAKECO/SUMCO;                                                      
GENR ABACO=AABACO/SUMCO;                                                      
GENR AHKCO=AAHKCO/SUMCO;                                                      
GENR ASICO=AASICO/SUMCO;                                                      
GENR AVICO=AAVICO/SUMCO;                                                      
GENR ANICO=AANICO/SUMCO;                                                      
GENR AALCO=AAALCO/SUMCO;                                                      
GENR AIACO=AAIACO/SUMCO;                                                      
GENR AINCO=AAINCO/SUMCO;                                                      
GENR AIQCO=AAIQCO/SUMCO;                                                      
GENR AKUCO=AAKUCO/SUMCO;                                                      
GENR ALICO=AALICO/SUMCO;                                                      
GENR AUACO=AAUACO/SUMCO;                                                      
GENR AUSJO=AAUSJO/SUMJO;                                                      
GENR ACAJO=AACAJO/SUMJO;                                                      
GENR AJAJO=AAJAJO/SUMJO;                                                      
GENR AAUJO=AAAUJO/SUMJO;                                                      
GENR AFRJO=AAFRJO/SUMJO;                                                      
GENR AGEJO=AAGEJO/SUMJO;                                                      
GENR AITJO=AAITJO/SUMJO;                                                      
GENR ANEJO=AANEJO/SUMJO;                                                      
GENR ASTJO=AASTJO/SUMJO;                                                      
GENR AUKJO=AAUKJO/SUMJO;                                                      
GENR AFIJO=AAFIJO/SUMJO;                                                      
GENR AASJO=AAASJO/SUMJO;                                                      
GENR ASOJO=AASOJO/SUMJO;                                                      
GENR AKOJO=AAKOJO/SUMJO;                                                      
GENR ABEJO=AABEJO/SUMJO;                                                      
GENR ADEJO=AADEJO/SUMJO;                                                      
GENR ANOJO=AANOJO/SUMJO;                                                      
GENR ASWJO=AASWJO/SUMJO;                                                      
GENR AGRJO=AAGRJO/SUMJO;                                                      
GENR AIRJO=AAIRJO/SUMJO;                                                      
GENR APOJO=AAPOJO/SUMJO;                                                      
GENR ASPJO=AASPJO/SUMJO;                                                      
GENR ANZJO=AANZJO/SUMJO;                                                      
GENR ASAJO=AASAJO/SUMJO;                                                      
GENR AVEJO=AAVEJO/SUMJO;                                                      
GENR ACOJO=AACOJO/SUMJO;                                                      
GENR ASYJO=AASYJO/SUMJO;                                                      
GENR AIDJO=AAIDJO/SUMJO;                                                      
GENR AMAJO=AAMAJO/SUMJO;                                                      
GENR APAJO=AAPAJO/SUMJO;                                                      
GENR APHJO=AAPHJO/SUMJO;                                                      
GENR ATHJO=AATHJO/SUMJO;                                                      
GENR ACHJO=AACHJO/SUMJO;                                                      
GENR AARJO=AAARJO/SUMJO;                                                      
GENR ABRJO=AABRJO/SUMJO;                                                      
GENR ACEJO=AACEJO/SUMJO;                                                      
GENR AMEJO=AAMEJO/SUMJO;                                                      
GENR APEJO=AAPEJO/SUMJO;                                                      
GENR ATUJO=AATUJO/SUMJO;                                                      
GENR APDJO=AAPDJO/SUMJO;                                                      
GENR ARUJO=AARUJO/SUMJO;                                                      
GENR AUEJO=AAUEJO/SUMJO;                                                      
GENR AEGJO=AAEGJO/SUMJO;                                                      
GENR AISJO=AAISJO/SUMJO;                                                      
GENR AKEJO=AAKEJO/SUMJO;                                                      
GENR ABAJO=AABAJO/SUMJO;                                                      
GENR AHKJO=AAHKJO/SUMJO;                                                      
GENR ASIJO=AASIJO/SUMJO;                                                      
GENR AVIJO=AAVIJO/SUMJO;                                                      
GENR ANIJO=AANIJO/SUMJO;                                                      
GENR AALJO=AAALJO/SUMJO;                                                      
GENR AIAJO=AAIAJO/SUMJO;                                                      
GENR AINJO=AAINJO/SUMJO;                                                      
GENR AIQJO=AAIQJO/SUMJO;                                                      
GENR AKUJO=AAKUJO/SUMJO;                                                      
GENR ALIJO=AALIJO/SUMJO;                                                      
GENR AUAJO=AAUAJO/SUMJO;                                                      
GENR AUSSY=AAUSSY/SUMSY;                                                      
GENR ACASY=AACASY/SUMSY;                                                      
GENR AJASY=AAJASY/SUMSY;                                                      
GENR AAUSY=AAAUSY/SUMSY;                                                      
GENR AFRSY=AAFRSY/SUMSY;                                                      
GENR AGESY=AAGESY/SUMSY;                                                      
GENR AITSY=AAITSY/SUMSY;                                                      
GENR ANESY=AANESY/SUMSY;                                                      
GENR ASTSY=AASTSY/SUMSY;                                                      
GENR AUKSY=AAUKSY/SUMSY;                                                      
GENR AFISY=AAFISY/SUMSY;                                                      
GENR AASSY=AAASSY/SUMSY;                                                      
GENR ASOSY=AASOSY/SUMSY;                                                      
GENR AKOSY=AAKOSY/SUMSY;                                                      
GENR ABESY=AABESY/SUMSY;                                                      
GENR ADESY=AADESY/SUMSY;                                                      
GENR ANOSY=AANOSY/SUMSY;                                                      
GENR ASWSY=AASWSY/SUMSY;                                                      
GENR AGRSY=AAGRSY/SUMSY;                                                      
GENR AIRSY=AAIRSY/SUMSY;                                                      
GENR APOSY=AAPOSY/SUMSY;                                                      
GENR ASPSY=AASPSY/SUMSY;                                                      
GENR ANZSY=AANZSY/SUMSY;                                                      
GENR ASASY=AASASY/SUMSY;                                                      
GENR AVESY=AAVESY/SUMSY;                                                      
GENR ACOSY=AACOSY/SUMSY;                                                      
GENR AJOSY=AAJOSY/SUMSY;                                                      
GENR AIDSY=AAIDSY/SUMSY;                                                      
GENR AMASY=AAMASY/SUMSY;                                                      
GENR APASY=AAPASY/SUMSY;                                                      
GENR APHSY=AAPHSY/SUMSY;                                                      
GENR ATHSY=AATHSY/SUMSY;                                                      
GENR ACHSY=AACHSY/SUMSY;                                                      
GENR AARSY=AAARSY/SUMSY;                                                      
GENR ABRSY=AABRSY/SUMSY;                                                      
GENR ACESY=AACESY/SUMSY;                                                      
GENR AMESY=AAMESY/SUMSY;                                                      
GENR APESY=AAPESY/SUMSY;                                                      
GENR ATUSY=AATUSY/SUMSY;                                                      
GENR APDSY=AAPDSY/SUMSY;                                                      
GENR ARUSY=AARUSY/SUMSY;                                                      
GENR AUESY=AAUESY/SUMSY;                                                      
GENR AEGSY=AAEGSY/SUMSY;                                                      
GENR AISSY=AAISSY/SUMSY;                                                      
GENR AKESY=AAKESY/SUMSY;                                                      
GENR ABASY=AABASY/SUMSY;                                                      
GENR AHKSY=AAHKSY/SUMSY;                                                      
GENR ASISY=AASISY/SUMSY;                                                      
GENR AVISY=AAVISY/SUMSY;                                                      
GENR ANISY=AANISY/SUMSY;                                                      
GENR AALSY=AAALSY/SUMSY;                                                      
GENR AIASY=AAIASY/SUMSY;                                                      
GENR AINSY=AAINSY/SUMSY;                                                      
GENR AIQSY=AAIQSY/SUMSY;                                                      
GENR AKUSY=AAKUSY/SUMSY;                                                      
GENR ALISY=AALISY/SUMSY;                                                      
GENR AUASY=AAUASY/SUMSY;                                                      
GENR AUSID=AAUSID/SUMID;                                                      
GENR ACAID=AACAID/SUMID;                                                      
GENR AJAID=AAJAID/SUMID;                                                      
GENR AAUID=AAAUID/SUMID;                                                      
GENR AFRID=AAFRID/SUMID;                                                      
GENR AGEID=AAGEID/SUMID;                                                      
GENR AITID=AAITID/SUMID;                                                      
GENR ANEID=AANEID/SUMID;                                                      
GENR ASTID=AASTID/SUMID;                                                      
GENR AUKID=AAUKID/SUMID;                                                      
GENR AFIID=AAFIID/SUMID;                                                      
GENR AASID=AAASID/SUMID;                                                      
GENR ASOID=AASOID/SUMID;                                                      
GENR AKOID=AAKOID/SUMID;                                                      
GENR ABEID=AABEID/SUMID;                                                      
GENR ADEID=AADEID/SUMID;                                                      
GENR ANOID=AANOID/SUMID;                                                      
GENR ASWID=AASWID/SUMID;                                                      
GENR AGRID=AAGRID/SUMID;                                                      
GENR AIRID=AAIRID/SUMID;                                                      
GENR APOID=AAPOID/SUMID;                                                      
GENR ASPID=AASPID/SUMID;                                                      
GENR ANZID=AANZID/SUMID;                                                      
GENR ASAID=AASAID/SUMID;                                                      
GENR AVEID=AAVEID/SUMID;                                                      
GENR ACOID=AACOID/SUMID;                                                      
GENR AJOID=AAJOID/SUMID;                                                      
GENR ASYID=AASYID/SUMID;                                                      
GENR AMAID=AAMAID/SUMID;                                                      
GENR APAID=AAPAID/SUMID;                                                      
GENR APHID=AAPHID/SUMID;                                                      
GENR ATHID=AATHID/SUMID;                                                      
GENR ACHID=AACHID/SUMID;                                                      
GENR AARID=AAARID/SUMID;                                                      
GENR ABRID=AABRID/SUMID;                                                      
GENR ACEID=AACEID/SUMID;                                                      
GENR AMEID=AAMEID/SUMID;                                                      
GENR APEID=AAPEID/SUMID;                                                      
GENR ATUID=AATUID/SUMID;                                                      
GENR APDID=AAPDID/SUMID;                                                      
GENR ARUID=AARUID/SUMID;                                                      
GENR AUEID=AAUEID/SUMID;                                                      
GENR AEGID=AAEGID/SUMID;                                                      
GENR AISID=AAISID/SUMID;                                                      
GENR AKEID=AAKEID/SUMID;                                                      
GENR ABAID=AABAID/SUMID;                                                      
GENR AHKID=AAHKID/SUMID;                                                      
GENR ASIID=AASIID/SUMID;                                                      
GENR AVIID=AAVIID/SUMID;                                                      
GENR ANIID=AANIID/SUMID;                                                      
GENR AALID=AAALID/SUMID;                                                      
GENR AIAID=AAIAID/SUMID;                                                      
GENR AINID=AAINID/SUMID;                                                      
GENR AIQID=AAIQID/SUMID;                                                      
GENR AKUID=AAKUID/SUMID;                                                      
GENR ALIID=AALIID/SUMID;                                                      
GENR AUAID=AAUAID/SUMID;                                                      
GENR AUSMA=AAUSMA/SUMMA;                                                      
GENR ACAMA=AACAMA/SUMMA;                                                      
GENR AJAMA=AAJAMA/SUMMA;                                                      
GENR AAUMA=AAAUMA/SUMMA;                                                      
GENR AFRMA=AAFRMA/SUMMA;                                                      
GENR AGEMA=AAGEMA/SUMMA;                                                      
GENR AITMA=AAITMA/SUMMA;                                                      
GENR ANEMA=AANEMA/SUMMA;                                                      
GENR ASTMA=AASTMA/SUMMA;                                                      
GENR AUKMA=AAUKMA/SUMMA;                                                      
GENR AFIMA=AAFIMA/SUMMA;                                                      
GENR AASMA=AAASMA/SUMMA;                                                      
GENR ASOMA=AASOMA/SUMMA;                                                      
GENR AKOMA=AAKOMA/SUMMA;                                                      
GENR ABEMA=AABEMA/SUMMA;                                                      
GENR ADEMA=AADEMA/SUMMA;                                                      
GENR ANOMA=AANOMA/SUMMA;                                                      
GENR ASWMA=AASWMA/SUMMA;                                                      
GENR AGRMA=AAGRMA/SUMMA;                                                      
GENR AIRMA=AAIRMA/SUMMA;                                                      
GENR APOMA=AAPOMA/SUMMA;                                                      
GENR ASPMA=AASPMA/SUMMA;                                                      
GENR ANZMA=AANZMA/SUMMA;                                                      
GENR ASAMA=AASAMA/SUMMA;                                                      
GENR AVEMA=AAVEMA/SUMMA;                                                      
GENR ACOMA=AACOMA/SUMMA;                                                      
GENR AJOMA=AAJOMA/SUMMA;                                                      
GENR ASYMA=AASYMA/SUMMA;                                                      
GENR AIDMA=AAIDMA/SUMMA;                                                      
GENR APAMA=AAPAMA/SUMMA;                                                      
GENR APHMA=AAPHMA/SUMMA;                                                      
GENR ATHMA=AATHMA/SUMMA;                                                      
GENR ACHMA=AACHMA/SUMMA;                                                      
GENR AARMA=AAARMA/SUMMA;                                                      
GENR ABRMA=AABRMA/SUMMA;                                                      
GENR ACEMA=AACEMA/SUMMA;                                                      
GENR AMEMA=AAMEMA/SUMMA;                                                      
GENR APEMA=AAPEMA/SUMMA;                                                      
GENR ATUMA=AATUMA/SUMMA;                                                      
GENR APDMA=AAPDMA/SUMMA;                                                      
GENR ARUMA=AARUMA/SUMMA;                                                      
GENR AUEMA=AAUEMA/SUMMA;                                                      
GENR AEGMA=AAEGMA/SUMMA;                                                      
GENR AISMA=AAISMA/SUMMA;                                                      
GENR AKEMA=AAKEMA/SUMMA;                                                      
GENR ABAMA=AABAMA/SUMMA;                                                      
GENR AHKMA=AAHKMA/SUMMA;                                                      
GENR ASIMA=AASIMA/SUMMA;                                                      
GENR AVIMA=AAVIMA/SUMMA;                                                      
GENR ANIMA=AANIMA/SUMMA;                                                      
GENR AALMA=AAALMA/SUMMA;                                                      
GENR AIAMA=AAIAMA/SUMMA;                                                      
GENR AINMA=AAINMA/SUMMA;                                                      
GENR AIQMA=AAIQMA/SUMMA;                                                      
GENR AKUMA=AAKUMA/SUMMA;                                                      
GENR ALIMA=AALIMA/SUMMA;                                                      
GENR AUAMA=AAUAMA/SUMMA;                                                      
GENR AUSPA=AAUSPA/SUMPA;                                                      
GENR ACAPA=AACAPA/SUMPA;                                                      
GENR AJAPA=AAJAPA/SUMPA;                                                      
GENR AAUPA=AAAUPA/SUMPA;                                                      
GENR AFRPA=AAFRPA/SUMPA;                                                      
GENR AGEPA=AAGEPA/SUMPA;                                                      
GENR AITPA=AAITPA/SUMPA;                                                      
GENR ANEPA=AANEPA/SUMPA;                                                      
GENR ASTPA=AASTPA/SUMPA;                                                      
GENR AUKPA=AAUKPA/SUMPA;                                                      
GENR AFIPA=AAFIPA/SUMPA;                                                      
GENR AASPA=AAASPA/SUMPA;                                                      
GENR ASOPA=AASOPA/SUMPA;                                                      
GENR AKOPA=AAKOPA/SUMPA;                                                      
GENR ABEPA=AABEPA/SUMPA;                                                      
GENR ADEPA=AADEPA/SUMPA;                                                      
GENR ANOPA=AANOPA/SUMPA;                                                      
GENR ASWPA=AASWPA/SUMPA;                                                      
GENR AGRPA=AAGRPA/SUMPA;                                                      
GENR AIRPA=AAIRPA/SUMPA;                                                      
GENR APOPA=AAPOPA/SUMPA;                                                      
GENR ASPPA=AASPPA/SUMPA;                                                      
GENR ANZPA=AANZPA/SUMPA;                                                      
GENR ASAPA=AASAPA/SUMPA;                                                      
GENR AVEPA=AAVEPA/SUMPA;                                                      
GENR ACOPA=AACOPA/SUMPA;                                                      
GENR AJOPA=AAJOPA/SUMPA;                                                      
GENR ASYPA=AASYPA/SUMPA;                                                      
GENR AIDPA=AAIDPA/SUMPA;                                                      
GENR AMAPA=AAMAPA/SUMPA;                                                      
GENR APHPA=AAPHPA/SUMPA;                                                      
GENR ATHPA=AATHPA/SUMPA;                                                      
GENR ACHPA=AACHPA/SUMPA;                                                      
GENR AARPA=AAARPA/SUMPA;                                                      
GENR ABRPA=AABRPA/SUMPA;                                                      
GENR ACEPA=AACEPA/SUMPA;                                                      
GENR AMEPA=AAMEPA/SUMPA;                                                      
GENR APEPA=AAPEPA/SUMPA;                                                      
GENR ATUPA=AATUPA/SUMPA;                                                      
GENR APDPA=AAPDPA/SUMPA;                                                      
GENR ARUPA=AARUPA/SUMPA;                                                      
GENR AUEPA=AAUEPA/SUMPA;                                                      
GENR AEGPA=AAEGPA/SUMPA;                                                      
GENR AISPA=AAISPA/SUMPA;                                                      
GENR AKEPA=AAKEPA/SUMPA;                                                      
GENR ABAPA=AABAPA/SUMPA;                                                      
GENR AHKPA=AAHKPA/SUMPA;                                                      
GENR ASIPA=AASIPA/SUMPA;                                                      
GENR AVIPA=AAVIPA/SUMPA;                                                      
GENR ANIPA=AANIPA/SUMPA;                                                      
GENR AALPA=AAALPA/SUMPA;                                                      
GENR AIAPA=AAIAPA/SUMPA;                                                      
GENR AINPA=AAINPA/SUMPA;                                                      
GENR AIQPA=AAIQPA/SUMPA;                                                      
GENR AKUPA=AAKUPA/SUMPA;                                                      
GENR ALIPA=AALIPA/SUMPA;                                                      
GENR AUAPA=AAUAPA/SUMPA;                                                      
GENR AUSPH=AAUSPH/SUMPH;                                                      
GENR ACAPH=AACAPH/SUMPH;                                                      
GENR AJAPH=AAJAPH/SUMPH;                                                      
GENR AAUPH=AAAUPH/SUMPH;                                                      
GENR AFRPH=AAFRPH/SUMPH;                                                      
GENR AGEPH=AAGEPH/SUMPH;                                                      
GENR AITPH=AAITPH/SUMPH;                                                      
GENR ANEPH=AANEPH/SUMPH;                                                      
GENR ASTPH=AASTPH/SUMPH;                                                      
GENR AUKPH=AAUKPH/SUMPH;                                                      
GENR AFIPH=AAFIPH/SUMPH;                                                      
GENR AASPH=AAASPH/SUMPH;                                                      
GENR ASOPH=AASOPH/SUMPH;                                                      
GENR AKOPH=AAKOPH/SUMPH;                                                      
GENR ABEPH=AABEPH/SUMPH;                                                      
GENR ADEPH=AADEPH/SUMPH;                                                      
GENR ANOPH=AANOPH/SUMPH;                                                      
GENR ASWPH=AASWPH/SUMPH;                                                      
GENR AGRPH=AAGRPH/SUMPH;                                                      
GENR AIRPH=AAIRPH/SUMPH;                                                      
GENR APOPH=AAPOPH/SUMPH;                                                      
GENR ASPPH=AASPPH/SUMPH;                                                      
GENR ANZPH=AANZPH/SUMPH;                                                      
GENR ASAPH=AASAPH/SUMPH;                                                      
GENR AVEPH=AAVEPH/SUMPH;                                                      
GENR ACOPH=AACOPH/SUMPH;                                                      
GENR AJOPH=AAJOPH/SUMPH;                                                      
GENR ASYPH=AASYPH/SUMPH;                                                      
GENR AIDPH=AAIDPH/SUMPH;                                                      
GENR AMAPH=AAMAPH/SUMPH;                                                      
GENR APAPH=AAPAPH/SUMPH;                                                      
GENR ATHPH=AATHPH/SUMPH;                                                      
GENR ACHPH=AACHPH/SUMPH;                                                      
GENR AARPH=AAARPH/SUMPH;                                                      
GENR ABRPH=AABRPH/SUMPH;                                                      
GENR ACEPH=AACEPH/SUMPH;                                                      
GENR AMEPH=AAMEPH/SUMPH;                                                      
GENR APEPH=AAPEPH/SUMPH;                                                      
GENR ATUPH=AATUPH/SUMPH;                                                      
GENR APDPH=AAPDPH/SUMPH;                                                      
GENR ARUPH=AARUPH/SUMPH;                                                      
GENR AUEPH=AAUEPH/SUMPH;                                                      
GENR AEGPH=AAEGPH/SUMPH;                                                      
GENR AISPH=AAISPH/SUMPH;                                                      
GENR AKEPH=AAKEPH/SUMPH;                                                      
GENR ABAPH=AABAPH/SUMPH;                                                      
GENR AHKPH=AAHKPH/SUMPH;                                                      
GENR ASIPH=AASIPH/SUMPH;                                                      
GENR AVIPH=AAVIPH/SUMPH;                                                      
GENR ANIPH=AANIPH/SUMPH;                                                      
GENR AALPH=AAALPH/SUMPH;                                                      
GENR AIAPH=AAIAPH/SUMPH;                                                      
GENR AINPH=AAINPH/SUMPH;                                                      
GENR AIQPH=AAIQPH/SUMPH;                                                      
GENR AKUPH=AAKUPH/SUMPH;                                                      
GENR ALIPH=AALIPH/SUMPH;                                                      
GENR AUAPH=AAUAPH/SUMPH;                                                      
GENR AUSTH=AAUSTH/SUMTH;                                                      
GENR ACATH=AACATH/SUMTH;                                                      
GENR AJATH=AAJATH/SUMTH;                                                      
GENR AAUTH=AAAUTH/SUMTH;                                                      
GENR AFRTH=AAFRTH/SUMTH;                                                      
GENR AGETH=AAGETH/SUMTH;                                                      
GENR AITTH=AAITTH/SUMTH;                                                      
GENR ANETH=AANETH/SUMTH;                                                      
GENR ASTTH=AASTTH/SUMTH;                                                      
GENR AUKTH=AAUKTH/SUMTH;                                                      
GENR AFITH=AAFITH/SUMTH;                                                      
GENR AASTH=AAASTH/SUMTH;                                                      
GENR ASOTH=AASOTH/SUMTH;                                                      
GENR AKOTH=AAKOTH/SUMTH;                                                      
GENR ABETH=AABETH/SUMTH;                                                      
GENR ADETH=AADETH/SUMTH;                                                      
GENR ANOTH=AANOTH/SUMTH;                                                      
GENR ASWTH=AASWTH/SUMTH;                                                      
GENR AGRTH=AAGRTH/SUMTH;                                                      
GENR AIRTH=AAIRTH/SUMTH;                                                      
GENR APOTH=AAPOTH/SUMTH;                                                      
GENR ASPTH=AASPTH/SUMTH;                                                      
GENR ANZTH=AANZTH/SUMTH;                                                      
GENR ASATH=AASATH/SUMTH;                                                      
GENR AVETH=AAVETH/SUMTH;                                                      
GENR ACOTH=AACOTH/SUMTH;                                                      
GENR AJOTH=AAJOTH/SUMTH;                                                      
GENR ASYTH=AASYTH/SUMTH;                                                      
GENR AIDTH=AAIDTH/SUMTH;                                                      
GENR AMATH=AAMATH/SUMTH;                                                      
GENR APATH=AAPATH/SUMTH;                                                      
GENR APHTH=AAPHTH/SUMTH;                                                      
GENR ACHTH=AACHTH/SUMTH;                                                      
GENR AARTH=AAARTH/SUMTH;                                                      
GENR ABRTH=AABRTH/SUMTH;                                                      
GENR ACETH=AACETH/SUMTH;                                                      
GENR AMETH=AAMETH/SUMTH;                                                      
GENR APETH=AAPETH/SUMTH;                                                      
GENR ATUTH=AATUTH/SUMTH;                                                      
GENR APDTH=AAPDTH/SUMTH;                                                      
GENR ARUTH=AARUTH/SUMTH;                                                      
GENR AUETH=AAUETH/SUMTH;                                                      
GENR AEGTH=AAEGTH/SUMTH;                                                      
GENR AISTH=AAISTH/SUMTH;                                                      
GENR AKETH=AAKETH/SUMTH;                                                      
GENR ABATH=AABATH/SUMTH;                                                      
GENR AHKTH=AAHKTH/SUMTH;                                                      
GENR ASITH=AASITH/SUMTH;                                                      
GENR AVITH=AAVITH/SUMTH;                                                      
GENR ANITH=AANITH/SUMTH;                                                      
GENR AALTH=AAALTH/SUMTH;                                                      
GENR AIATH=AAIATH/SUMTH;                                                      
GENR AINTH=AAINTH/SUMTH;                                                      
GENR AIQTH=AAIQTH/SUMTH;                                                      
GENR AKUTH=AAKUTH/SUMTH;                                                      
GENR ALITH=AALITH/SUMTH;                                                      
GENR AUATH=AAUATH/SUMTH;                                                      
GENR AUSCH=AAUSCH/SUMCH;                                                      
GENR ACACH=AACACH/SUMCH;                                                      
GENR AJACH=AAJACH/SUMCH;                                                      
GENR AAUCH=AAAUCH/SUMCH;                                                      
GENR AFRCH=AAFRCH/SUMCH;                                                      
GENR AGECH=AAGECH/SUMCH;                                                      
GENR AITCH=AAITCH/SUMCH;                                                      
GENR ANECH=AANECH/SUMCH;                                                      
GENR ASTCH=AASTCH/SUMCH;                                                      
GENR AUKCH=AAUKCH/SUMCH;                                                      
GENR AFICH=AAFICH/SUMCH;                                                      
GENR AASCH=AAASCH/SUMCH;                                                      
GENR ASOCH=AASOCH/SUMCH;                                                      
GENR AKOCH=AAKOCH/SUMCH;                                                      
GENR ABECH=AABECH/SUMCH;                                                      
GENR ADECH=AADECH/SUMCH;                                                      
GENR ANOCH=AANOCH/SUMCH;                                                      
GENR ASWCH=AASWCH/SUMCH;                                                      
GENR AGRCH=AAGRCH/SUMCH;                                                      
GENR AIRCH=AAIRCH/SUMCH;                                                      
GENR APOCH=AAPOCH/SUMCH;                                                      
GENR ASPCH=AASPCH/SUMCH;                                                      
GENR ANZCH=AANZCH/SUMCH;                                                      
GENR ASACH=AASACH/SUMCH;                                                      
GENR AVECH=AAVECH/SUMCH;                                                      
GENR ACOCH=AACOCH/SUMCH;                                                      
GENR AJOCH=AAJOCH/SUMCH;                                                      
GENR ASYCH=AASYCH/SUMCH;                                                      
GENR AIDCH=AAIDCH/SUMCH;                                                      
GENR AMACH=AAMACH/SUMCH;                                                      
GENR APACH=AAPACH/SUMCH;                                                      
GENR APHCH=AAPHCH/SUMCH;                                                      
GENR ATHCH=AATHCH/SUMCH;                                                      
GENR AARCH=AAARCH/SUMCH;                                                      
GENR ABRCH=AABRCH/SUMCH;                                                      
GENR ACECH=AACECH/SUMCH;                                                      
GENR AMECH=AAMECH/SUMCH;                                                      
GENR APECH=AAPECH/SUMCH;                                                      
GENR ATUCH=AATUCH/SUMCH;                                                      
GENR APDCH=AAPDCH/SUMCH;                                                      
GENR ARUCH=AARUCH/SUMCH;                                                      
GENR AUECH=AAUECH/SUMCH;                                                      
GENR AEGCH=AAEGCH/SUMCH;                                                      
GENR AISCH=AAISCH/SUMCH;                                                      
GENR AKECH=AAKECH/SUMCH;                                                      
GENR ABACH=AABACH/SUMCH;                                                      
GENR AHKCH=AAHKCH/SUMCH;                                                      
GENR ASICH=AASICH/SUMCH;                                                      
GENR AVICH=AAVICH/SUMCH;                                                      
GENR ANICH=AANICH/SUMCH;                                                      
GENR AALCH=AAALCH/SUMCH;                                                      
GENR AIACH=AAIACH/SUMCH;                                                      
GENR AINCH=AAINCH/SUMCH;                                                      
GENR AIQCH=AAIQCH/SUMCH;                                                      
GENR AKUCH=AAKUCH/SUMCH;                                                      
GENR ALICH=AALICH/SUMCH;                                                      
GENR AUACH=AAUACH/SUMCH;                                                      
GENR AUSAR=AAUSAR/SUMAR;                                                      
GENR ACAAR=AACAAR/SUMAR;                                                      
GENR AJAAR=AAJAAR/SUMAR;                                                      
GENR AAUAR=AAAUAR/SUMAR;                                                      
GENR AFRAR=AAFRAR/SUMAR;                                                      
GENR AGEAR=AAGEAR/SUMAR;                                                      
GENR AITAR=AAITAR/SUMAR;                                                      
GENR ANEAR=AANEAR/SUMAR;                                                      
GENR ASTAR=AASTAR/SUMAR;                                                      
GENR AUKAR=AAUKAR/SUMAR;                                                      
GENR AFIAR=AAFIAR/SUMAR;                                                      
GENR AASAR=AAASAR/SUMAR;                                                      
GENR ASOAR=AASOAR/SUMAR;                                                      
GENR AKOAR=AAKOAR/SUMAR;                                                      
GENR ABEAR=AABEAR/SUMAR;                                                      
GENR ADEAR=AADEAR/SUMAR;                                                      
GENR ANOAR=AANOAR/SUMAR;                                                      
GENR ASWAR=AASWAR/SUMAR;                                                      
GENR AGRAR=AAGRAR/SUMAR;                                                      
GENR AIRAR=AAIRAR/SUMAR;                                                      
GENR APOAR=AAPOAR/SUMAR;                                                      
GENR ASPAR=AASPAR/SUMAR;                                                      
GENR ANZAR=AANZAR/SUMAR;                                                      
GENR ASAAR=AASAAR/SUMAR;                                                      
GENR AVEAR=AAVEAR/SUMAR;                                                      
GENR ACOAR=AACOAR/SUMAR;                                                      
GENR AJOAR=AAJOAR/SUMAR;                                                      
GENR ASYAR=AASYAR/SUMAR;                                                      
GENR AIDAR=AAIDAR/SUMAR;                                                      
GENR AMAAR=AAMAAR/SUMAR;                                                      
GENR APAAR=AAPAAR/SUMAR;                                                      
GENR APHAR=AAPHAR/SUMAR;                                                      
GENR ATHAR=AATHAR/SUMAR;                                                      
GENR ACHAR=AACHAR/SUMAR;                                                      
GENR ABRAR=AABRAR/SUMAR;                                                      
GENR ACEAR=AACEAR/SUMAR;                                                      
GENR AMEAR=AAMEAR/SUMAR;                                                      
GENR APEAR=AAPEAR/SUMAR;                                                      
GENR ATUAR=AATUAR/SUMAR;                                                      
GENR APDAR=AAPDAR/SUMAR;                                                      
GENR ARUAR=AARUAR/SUMAR;                                                      
GENR AUEAR=AAUEAR/SUMAR;                                                      
GENR AEGAR=AAEGAR/SUMAR;                                                      
GENR AISAR=AAISAR/SUMAR;                                                      
GENR AKEAR=AAKEAR/SUMAR;                                                      
GENR ABAAR=AABAAR/SUMAR;                                                      
GENR AHKAR=AAHKAR/SUMAR;                                                      
GENR ASIAR=AASIAR/SUMAR;                                                      
GENR AVIAR=AAVIAR/SUMAR;                                                      
GENR ANIAR=AANIAR/SUMAR;                                                      
GENR AALAR=AAALAR/SUMAR;                                                      
GENR AIAAR=AAIAAR/SUMAR;                                                      
GENR AINAR=AAINAR/SUMAR;                                                      
GENR AIQAR=AAIQAR/SUMAR;                                                      
GENR AKUAR=AAKUAR/SUMAR;                                                      
GENR ALIAR=AALIAR/SUMAR;                                                      
GENR AUAAR=AAUAAR/SUMAR;                                                      
GENR AUSBR=AAUSBR/SUMBR;                                                      
GENR ACABR=AACABR/SUMBR;                                                      
GENR AJABR=AAJABR/SUMBR;                                                      
GENR AAUBR=AAAUBR/SUMBR;                                                      
GENR AFRBR=AAFRBR/SUMBR;                                                      
GENR AGEBR=AAGEBR/SUMBR;                                                      
GENR AITBR=AAITBR/SUMBR;                                                      
GENR ANEBR=AANEBR/SUMBR;                                                      
GENR ASTBR=AASTBR/SUMBR;                                                      
GENR AUKBR=AAUKBR/SUMBR;                                                      
GENR AFIBR=AAFIBR/SUMBR;                                                      
GENR AASBR=AAASBR/SUMBR;                                                      
GENR ASOBR=AASOBR/SUMBR;                                                      
GENR AKOBR=AAKOBR/SUMBR;                                                      
GENR ABEBR=AABEBR/SUMBR;                                                      
GENR ADEBR=AADEBR/SUMBR;                                                      
GENR ANOBR=AANOBR/SUMBR;                                                      
GENR ASWBR=AASWBR/SUMBR;                                                      
GENR AGRBR=AAGRBR/SUMBR;                                                      
GENR AIRBR=AAIRBR/SUMBR;                                                      
GENR APOBR=AAPOBR/SUMBR;                                                      
GENR ASPBR=AASPBR/SUMBR;                                                      
GENR ANZBR=AANZBR/SUMBR;                                                      
GENR ASABR=AASABR/SUMBR;                                                      
GENR AVEBR=AAVEBR/SUMBR;                                                      
GENR ACOBR=AACOBR/SUMBR;                                                      
GENR AJOBR=AAJOBR/SUMBR;                                                      
GENR ASYBR=AASYBR/SUMBR;                                                      
GENR AIDBR=AAIDBR/SUMBR;                                                      
GENR AMABR=AAMABR/SUMBR;                                                      
GENR APABR=AAPABR/SUMBR;                                                      
GENR APHBR=AAPHBR/SUMBR;                                                      
GENR ATHBR=AATHBR/SUMBR;                                                      
GENR ACHBR=AACHBR/SUMBR;                                                      
GENR AARBR=AAARBR/SUMBR;                                                      
GENR ACEBR=AACEBR/SUMBR;                                                      
GENR AMEBR=AAMEBR/SUMBR;                                                      
GENR APEBR=AAPEBR/SUMBR;                                                      
GENR ATUBR=AATUBR/SUMBR;                                                      
GENR APDBR=AAPDBR/SUMBR;                                                      
GENR ARUBR=AARUBR/SUMBR;                                                      
GENR AUEBR=AAUEBR/SUMBR;                                                      
GENR AEGBR=AAEGBR/SUMBR;                                                      
GENR AISBR=AAISBR/SUMBR;                                                      
GENR AKEBR=AAKEBR/SUMBR;                                                      
GENR ABABR=AABABR/SUMBR;                                                      
GENR AHKBR=AAHKBR/SUMBR;                                                      
GENR ASIBR=AASIBR/SUMBR;                                                      
GENR AVIBR=AAVIBR/SUMBR;                                                      
GENR ANIBR=AANIBR/SUMBR;                                                      
GENR AALBR=AAALBR/SUMBR;                                                      
GENR AIABR=AAIABR/SUMBR;                                                      
GENR AINBR=AAINBR/SUMBR;                                                      
GENR AIQBR=AAIQBR/SUMBR;                                                      
GENR AKUBR=AAKUBR/SUMBR;                                                      
GENR ALIBR=AALIBR/SUMBR;                                                      
GENR AUABR=AAUABR/SUMBR;                                                      
GENR AUSCE=AAUSCE/SUMCE;                                                      
GENR ACACE=AACACE/SUMCE;                                                      
GENR AJACE=AAJACE/SUMCE;                                                      
GENR AAUCE=AAAUCE/SUMCE;                                                      
GENR AFRCE=AAFRCE/SUMCE;                                                      
GENR AGECE=AAGECE/SUMCE;                                                      
GENR AITCE=AAITCE/SUMCE;                                                      
GENR ANECE=AANECE/SUMCE;                                                      
GENR ASTCE=AASTCE/SUMCE;                                                      
GENR AUKCE=AAUKCE/SUMCE;                                                      
GENR AFICE=AAFICE/SUMCE;                                                      
GENR AASCE=AAASCE/SUMCE;                                                      
GENR ASOCE=AASOCE/SUMCE;                                                      
GENR AKOCE=AAKOCE/SUMCE;                                                      
GENR ABECE=AABECE/SUMCE;                                                      
GENR ADECE=AADECE/SUMCE;                                                      
GENR ANOCE=AANOCE/SUMCE;                                                      
GENR ASWCE=AASWCE/SUMCE;                                                      
GENR AGRCE=AAGRCE/SUMCE;                                                      
GENR AIRCE=AAIRCE/SUMCE;                                                      
GENR APOCE=AAPOCE/SUMCE;                                                      
GENR ASPCE=AASPCE/SUMCE;                                                      
GENR ANZCE=AANZCE/SUMCE;                                                      
GENR ASACE=AASACE/SUMCE;                                                      
GENR AVECE=AAVECE/SUMCE;                                                      
GENR ACOCE=AACOCE/SUMCE;                                                      
GENR AJOCE=AAJOCE/SUMCE;                                                      
GENR ASYCE=AASYCE/SUMCE;                                                      
GENR AIDCE=AAIDCE/SUMCE;                                                      
GENR AMACE=AAMACE/SUMCE;                                                      
GENR APACE=AAPACE/SUMCE;                                                      
GENR APHCE=AAPHCE/SUMCE;                                                      
GENR ATHCE=AATHCE/SUMCE;                                                      
GENR ACHCE=AACHCE/SUMCE;                                                      
GENR AARCE=AAARCE/SUMCE;                                                      
GENR ABRCE=AABRCE/SUMCE;                                                      
GENR AMECE=AAMECE/SUMCE;                                                      
GENR APECE=AAPECE/SUMCE;                                                      
GENR ATUCE=AATUCE/SUMCE;                                                      
GENR APDCE=AAPDCE/SUMCE;                                                      
GENR ARUCE=AARUCE/SUMCE;                                                      
GENR AUECE=AAUECE/SUMCE;                                                      
GENR AEGCE=AAEGCE/SUMCE;                                                      
GENR AISCE=AAISCE/SUMCE;                                                      
GENR AKECE=AAKECE/SUMCE;                                                      
GENR ABACE=AABACE/SUMCE;                                                      
GENR AHKCE=AAHKCE/SUMCE;                                                      
GENR ASICE=AASICE/SUMCE;                                                      
GENR AVICE=AAVICE/SUMCE;                                                      
GENR ANICE=AANICE/SUMCE;                                                      
GENR AALCE=AAALCE/SUMCE;                                                      
GENR AIACE=AAIACE/SUMCE;                                                      
GENR AINCE=AAINCE/SUMCE;                                                      
GENR AIQCE=AAIQCE/SUMCE;                                                      
GENR AKUCE=AAKUCE/SUMCE;                                                      
GENR ALICE=AALICE/SUMCE;                                                      
GENR AUACE=AAUACE/SUMCE;                                                      
GENR AUSME=AAUSME/SUMME;                                                      
GENR ACAME=AACAME/SUMME;                                                      
GENR AJAME=AAJAME/SUMME;                                                      
GENR AAUME=AAAUME/SUMME;                                                      
GENR AFRME=AAFRME/SUMME;                                                      
GENR AGEME=AAGEME/SUMME;                                                      
GENR AITME=AAITME/SUMME;                                                      
GENR ANEME=AANEME/SUMME;                                                      
GENR ASTME=AASTME/SUMME;                                                      
GENR AUKME=AAUKME/SUMME;                                                      
GENR AFIME=AAFIME/SUMME;                                                      
GENR AASME=AAASME/SUMME;                                                      
GENR ASOME=AASOME/SUMME;                                                      
GENR AKOME=AAKOME/SUMME;                                                      
GENR ABEME=AABEME/SUMME;                                                      
GENR ADEME=AADEME/SUMME;                                                      
GENR ANOME=AANOME/SUMME;                                                      
GENR ASWME=AASWME/SUMME;                                                      
GENR AGRME=AAGRME/SUMME;                                                      
GENR AIRME=AAIRME/SUMME;                                                      
GENR APOME=AAPOME/SUMME;                                                      
GENR ASPME=AASPME/SUMME;                                                      
GENR ANZME=AANZME/SUMME;                                                      
GENR ASAME=AASAME/SUMME;                                                      
GENR AVEME=AAVEME/SUMME;                                                      
GENR ACOME=AACOME/SUMME;                                                      
GENR AJOME=AAJOME/SUMME;                                                      
GENR ASYME=AASYME/SUMME;                                                      
GENR AIDME=AAIDME/SUMME;                                                      
GENR AMAME=AAMAME/SUMME;                                                      
GENR APAME=AAPAME/SUMME;                                                      
GENR APHME=AAPHME/SUMME;                                                      
GENR ATHME=AATHME/SUMME;                                                      
GENR ACHME=AACHME/SUMME;                                                      
GENR AARME=AAARME/SUMME;                                                      
GENR ABRME=AABRME/SUMME;                                                      
GENR ACEME=AACEME/SUMME;                                                      
GENR APEME=AAPEME/SUMME;                                                      
GENR ATUME=AATUME/SUMME;                                                      
GENR APDME=AAPDME/SUMME;                                                      
GENR ARUME=AARUME/SUMME;                                                      
GENR AUEME=AAUEME/SUMME;                                                      
GENR AEGME=AAEGME/SUMME;                                                      
GENR AISME=AAISME/SUMME;                                                      
GENR AKEME=AAKEME/SUMME;                                                      
GENR ABAME=AABAME/SUMME;                                                      
GENR AHKME=AAHKME/SUMME;                                                      
GENR ASIME=AASIME/SUMME;                                                      
GENR AVIME=AAVIME/SUMME;                                                      
GENR ANIME=AANIME/SUMME;                                                      
GENR AALME=AAALME/SUMME;                                                      
GENR AIAME=AAIAME/SUMME;                                                      
GENR AINME=AAINME/SUMME;                                                      
GENR AIQME=AAIQME/SUMME;                                                      
GENR AKUME=AAKUME/SUMME;                                                      
GENR ALIME=AALIME/SUMME;                                                      
GENR AUAME=AAUAME/SUMME;                                                      
GENR AUSPE=AAUSPE/SUMPE;                                                      
GENR ACAPE=AACAPE/SUMPE;                                                      
GENR AJAPE=AAJAPE/SUMPE;                                                      
GENR AAUPE=AAAUPE/SUMPE;                                                      
GENR AFRPE=AAFRPE/SUMPE;                                                      
GENR AGEPE=AAGEPE/SUMPE;                                                      
GENR AITPE=AAITPE/SUMPE;                                                      
GENR ANEPE=AANEPE/SUMPE;                                                      
GENR ASTPE=AASTPE/SUMPE;                                                      
GENR AUKPE=AAUKPE/SUMPE;                                                      
GENR AFIPE=AAFIPE/SUMPE;                                                      
GENR AASPE=AAASPE/SUMPE;                                                      
GENR ASOPE=AASOPE/SUMPE;                                                      
GENR AKOPE=AAKOPE/SUMPE;                                                      
GENR ABEPE=AABEPE/SUMPE;                                                      
GENR ADEPE=AADEPE/SUMPE;                                                      
GENR ANOPE=AANOPE/SUMPE;                                                      
GENR ASWPE=AASWPE/SUMPE;                                                      
GENR AGRPE=AAGRPE/SUMPE;                                                      
GENR AIRPE=AAIRPE/SUMPE;                                                      
GENR APOPE=AAPOPE/SUMPE;                                                      
GENR ASPPE=AASPPE/SUMPE;                                                      
GENR ANZPE=AANZPE/SUMPE;                                                      
GENR ASAPE=AASAPE/SUMPE;                                                      
GENR AVEPE=AAVEPE/SUMPE;                                                      
GENR ACOPE=AACOPE/SUMPE;                                                      
GENR AJOPE=AAJOPE/SUMPE;                                                      
GENR ASYPE=AASYPE/SUMPE;                                                      
GENR AIDPE=AAIDPE/SUMPE;                                                      
GENR AMAPE=AAMAPE/SUMPE;                                                      
GENR APAPE=AAPAPE/SUMPE;                                                      
GENR APHPE=AAPHPE/SUMPE;                                                      
GENR ATHPE=AATHPE/SUMPE;                                                      
GENR ACHPE=AACHPE/SUMPE;                                                      
GENR AARPE=AAARPE/SUMPE;                                                      
GENR ABRPE=AABRPE/SUMPE;                                                      
GENR ACEPE=AACEPE/SUMPE;                                                      
GENR AMEPE=AAMEPE/SUMPE;                                                      
GENR ATUPE=AATUPE/SUMPE;                                                      
GENR APDPE=AAPDPE/SUMPE;                                                      
GENR ARUPE=AARUPE/SUMPE;                                                      
GENR AUEPE=AAUEPE/SUMPE;                                                      
GENR AEGPE=AAEGPE/SUMPE;                                                      
GENR AISPE=AAISPE/SUMPE;                                                      
GENR AKEPE=AAKEPE/SUMPE;                                                      
GENR ABAPE=AABAPE/SUMPE;                                                      
GENR AHKPE=AAHKPE/SUMPE;                                                      
GENR ASIPE=AASIPE/SUMPE;                                                      
GENR AVIPE=AAVIPE/SUMPE;                                                      
GENR ANIPE=AANIPE/SUMPE;                                                      
GENR AALPE=AAALPE/SUMPE;                                                      
GENR AIAPE=AAIAPE/SUMPE;                                                      
GENR AINPE=AAINPE/SUMPE;                                                      
GENR AIQPE=AAIQPE/SUMPE;                                                      
GENR AKUPE=AAKUPE/SUMPE;                                                      
GENR ALIPE=AALIPE/SUMPE;                                                      
GENR AUAPE=AAUAPE/SUMPE;                                                      
GENR AUSTU=AAUSTU/SUMTU;                                                      
GENR ACATU=AACATU/SUMTU;                                                      
GENR AJATU=AAJATU/SUMTU;                                                      
GENR AAUTU=AAAUTU/SUMTU;                                                      
GENR AFRTU=AAFRTU/SUMTU;                                                      
GENR AGETU=AAGETU/SUMTU;                                                      
GENR AITTU=AAITTU/SUMTU;                                                      
GENR ANETU=AANETU/SUMTU;                                                      
GENR ASTTU=AASTTU/SUMTU;                                                      
GENR AUKTU=AAUKTU/SUMTU;                                                      
GENR AFITU=AAFITU/SUMTU;                                                      
GENR AASTU=AAASTU/SUMTU;                                                      
GENR ASOTU=AASOTU/SUMTU;                                                      
GENR AKOTU=AAKOTU/SUMTU;                                                      
GENR ABETU=AABETU/SUMTU;                                                      
GENR ADETU=AADETU/SUMTU;                                                      
GENR ANOTU=AANOTU/SUMTU;                                                      
GENR ASWTU=AASWTU/SUMTU;                                                      
GENR AGRTU=AAGRTU/SUMTU;                                                      
GENR AIRTU=AAIRTU/SUMTU;                                                      
GENR APOTU=AAPOTU/SUMTU;                                                      
GENR ASPTU=AASPTU/SUMTU;                                                      
GENR ANZTU=AANZTU/SUMTU;                                                      
GENR ASATU=AASATU/SUMTU;                                                      
GENR AVETU=AAVETU/SUMTU;                                                      
GENR ACOTU=AACOTU/SUMTU;                                                      
GENR AJOTU=AAJOTU/SUMTU;                                                      
GENR ASYTU=AASYTU/SUMTU;                                                      
GENR AIDTU=AAIDTU/SUMTU;                                                      
GENR AMATU=AAMATU/SUMTU;                                                      
GENR APATU=AAPATU/SUMTU;                                                      
GENR APHTU=AAPHTU/SUMTU;                                                      
GENR ATHTU=AATHTU/SUMTU;                                                      
GENR ACHTU=AACHTU/SUMTU;                                                      
GENR AARTU=AAARTU/SUMTU;                                                      
GENR ABRTU=AABRTU/SUMTU;                                                      
GENR ACETU=AACETU/SUMTU;                                                      
GENR AMETU=AAMETU/SUMTU;                                                      
GENR APETU=AAPETU/SUMTU;                                                      
GENR APDTU=AAPDTU/SUMTU;                                                      
GENR ARUTU=AARUTU/SUMTU;                                                      
GENR AUETU=AAUETU/SUMTU;                                                      
GENR AEGTU=AAEGTU/SUMTU;                                                      
GENR AISTU=AAISTU/SUMTU;                                                      
GENR AKETU=AAKETU/SUMTU;                                                      
GENR ABATU=AABATU/SUMTU;                                                      
GENR AHKTU=AAHKTU/SUMTU;                                                      
GENR ASITU=AASITU/SUMTU;                                                      
GENR AVITU=AAVITU/SUMTU;                                                      
GENR ANITU=AANITU/SUMTU;                                                      
GENR AALTU=AAALTU/SUMTU;                                                      
GENR AIATU=AAIATU/SUMTU;                                                      
GENR AINTU=AAINTU/SUMTU;                                                      
GENR AIQTU=AAIQTU/SUMTU;                                                      
GENR AKUTU=AAKUTU/SUMTU;                                                      
GENR ALITU=AALITU/SUMTU;                                                      
GENR AUATU=AAUATU/SUMTU;                                                      
GENR AUSPD=AAUSPD/SUMPD;                                                      
GENR ACAPD=AACAPD/SUMPD;                                                      
GENR AJAPD=AAJAPD/SUMPD;                                                      
GENR AAUPD=AAAUPD/SUMPD;                                                      
GENR AFRPD=AAFRPD/SUMPD;                                                      
GENR AGEPD=AAGEPD/SUMPD;                                                      
GENR AITPD=AAITPD/SUMPD;                                                      
GENR ANEPD=AANEPD/SUMPD;                                                      
GENR ASTPD=AASTPD/SUMPD;                                                      
GENR AUKPD=AAUKPD/SUMPD;                                                      
GENR AFIPD=AAFIPD/SUMPD;                                                      
GENR AASPD=AAASPD/SUMPD;                                                      
GENR ASOPD=AASOPD/SUMPD;                                                      
GENR AKOPD=AAKOPD/SUMPD;                                                      
GENR ABEPD=AABEPD/SUMPD;                                                      
GENR ADEPD=AADEPD/SUMPD;                                                      
GENR ANOPD=AANOPD/SUMPD;                                                      
GENR ASWPD=AASWPD/SUMPD;                                                      
GENR AGRPD=AAGRPD/SUMPD;                                                      
GENR AIRPD=AAIRPD/SUMPD;                                                      
GENR APOPD=AAPOPD/SUMPD;                                                      
GENR ASPPD=AASPPD/SUMPD;                                                      
GENR ANZPD=AANZPD/SUMPD;                                                      
GENR ASAPD=AASAPD/SUMPD;                                                      
GENR AVEPD=AAVEPD/SUMPD;                                                      
GENR ACOPD=AACOPD/SUMPD;                                                      
GENR AJOPD=AAJOPD/SUMPD;                                                      
GENR ASYPD=AASYPD/SUMPD;                                                      
GENR AIDPD=AAIDPD/SUMPD;                                                      
GENR AMAPD=AAMAPD/SUMPD;                                                      
GENR APAPD=AAPAPD/SUMPD;                                                      
GENR APHPD=AAPHPD/SUMPD;                                                      
GENR ATHPD=AATHPD/SUMPD;                                                      
GENR ACHPD=AACHPD/SUMPD;                                                      
GENR AARPD=AAARPD/SUMPD;                                                      
GENR ABRPD=AABRPD/SUMPD;                                                      
GENR ACEPD=AACEPD/SUMPD;                                                      
GENR AMEPD=AAMEPD/SUMPD;                                                      
GENR APEPD=AAPEPD/SUMPD;                                                      
GENR ATUPD=AATUPD/SUMPD;                                                      
GENR ARUPD=AARUPD/SUMPD;                                                      
GENR AUEPD=AAUEPD/SUMPD;                                                      
GENR AEGPD=AAEGPD/SUMPD;                                                      
GENR AISPD=AAISPD/SUMPD;                                                      
GENR AKEPD=AAKEPD/SUMPD;                                                      
GENR ABAPD=AABAPD/SUMPD;                                                      
GENR AHKPD=AAHKPD/SUMPD;                                                      
GENR ASIPD=AASIPD/SUMPD;                                                      
GENR AVIPD=AAVIPD/SUMPD;                                                      
GENR ANIPD=AANIPD/SUMPD;                                                      
GENR AALPD=AAALPD/SUMPD;                                                      
GENR AIAPD=AAIAPD/SUMPD;                                                      
GENR AINPD=AAINPD/SUMPD;                                                      
GENR AIQPD=AAIQPD/SUMPD;                                                      
GENR AKUPD=AAKUPD/SUMPD;                                                      
GENR ALIPD=AALIPD/SUMPD;                                                      
GENR AUAPD=AAUAPD/SUMPD;                                                      
GENR AUSRU=AAUSRU/SUMRU;                                                      
GENR ACARU=AACARU/SUMRU;                                                      
GENR AJARU=AAJARU/SUMRU;                                                      
GENR AAURU=AAAURU/SUMRU;                                                      
GENR AFRRU=AAFRRU/SUMRU;                                                      
GENR AGERU=AAGERU/SUMRU;                                                      
GENR AITRU=AAITRU/SUMRU;                                                      
GENR ANERU=AANERU/SUMRU;                                                      
GENR ASTRU=AASTRU/SUMRU;                                                      
GENR AUKRU=AAUKRU/SUMRU;                                                      
GENR AFIRU=AAFIRU/SUMRU;                                                      
GENR AASRU=AAASRU/SUMRU;                                                      
GENR ASORU=AASORU/SUMRU;                                                      
GENR AKORU=AAKORU/SUMRU;                                                      
GENR ABERU=AABERU/SUMRU;                                                      
GENR ADERU=AADERU/SUMRU;                                                      
GENR ANORU=AANORU/SUMRU;                                                      
GENR ASWRU=AASWRU/SUMRU;                                                      
GENR AGRRU=AAGRRU/SUMRU;                                                      
GENR AIRRU=AAIRRU/SUMRU;                                                      
GENR APORU=AAPORU/SUMRU;                                                      
GENR ASPRU=AASPRU/SUMRU;                                                      
GENR ANZRU=AANZRU/SUMRU;                                                      
GENR ASARU=AASARU/SUMRU;                                                      
GENR AVERU=AAVERU/SUMRU;                                                      
GENR ACORU=AACORU/SUMRU;                                                      
GENR AJORU=AAJORU/SUMRU;                                                      
GENR ASYRU=AASYRU/SUMRU;                                                      
GENR AIDRU=AAIDRU/SUMRU;                                                      
GENR AMARU=AAMARU/SUMRU;                                                      
GENR APARU=AAPARU/SUMRU;                                                      
GENR APHRU=AAPHRU/SUMRU;                                                      
GENR ATHRU=AATHRU/SUMRU;                                                      
GENR ACHRU=AACHRU/SUMRU;                                                      
GENR AARRU=AAARRU/SUMRU;                                                      
GENR ABRRU=AABRRU/SUMRU;                                                      
GENR ACERU=AACERU/SUMRU;                                                      
GENR AMERU=AAMERU/SUMRU;                                                      
GENR APERU=AAPERU/SUMRU;                                                      
GENR ATURU=AATURU/SUMRU;                                                      
GENR APDRU=AAPDRU/SUMRU;                                                      
GENR AUERU=AAUERU/SUMRU;                                                      
GENR AEGRU=AAEGRU/SUMRU;                                                      
GENR AISRU=AAISRU/SUMRU;                                                      
GENR AKERU=AAKERU/SUMRU;                                                      
GENR ABARU=AABARU/SUMRU;                                                      
GENR AHKRU=AAHKRU/SUMRU;                                                      
GENR ASIRU=AASIRU/SUMRU;                                                      
GENR AVIRU=AAVIRU/SUMRU;                                                      
GENR ANIRU=AANIRU/SUMRU;                                                      
GENR AALRU=AAALRU/SUMRU;                                                      
GENR AIARU=AAIARU/SUMRU;                                                      
GENR AINRU=AAINRU/SUMRU;                                                      
GENR AIQRU=AAIQRU/SUMRU;                                                      
GENR AKURU=AAKURU/SUMRU;                                                      
GENR ALIRU=AALIRU/SUMRU;                                                      
GENR AUARU=AAUARU/SUMRU;                                                      
GENR AUSUE=AAUSUE/SUMUE;                                                      
GENR ACAUE=AACAUE/SUMUE;                                                      
GENR AJAUE=AAJAUE/SUMUE;                                                      
GENR AAUUE=AAAUUE/SUMUE;                                                      
GENR AFRUE=AAFRUE/SUMUE;                                                      
GENR AGEUE=AAGEUE/SUMUE;                                                      
GENR AITUE=AAITUE/SUMUE;                                                      
GENR ANEUE=AANEUE/SUMUE;                                                      
GENR ASTUE=AASTUE/SUMUE;                                                      
GENR AUKUE=AAUKUE/SUMUE;                                                      
GENR AFIUE=AAFIUE/SUMUE;                                                      
GENR AASUE=AAASUE/SUMUE;                                                      
GENR ASOUE=AASOUE/SUMUE;                                                      
GENR AKOUE=AAKOUE/SUMUE;                                                      
GENR ABEUE=AABEUE/SUMUE;                                                      
GENR ADEUE=AADEUE/SUMUE;                                                      
GENR ANOUE=AANOUE/SUMUE;                                                      
GENR ASWUE=AASWUE/SUMUE;                                                      
GENR AGRUE=AAGRUE/SUMUE;                                                      
GENR AIRUE=AAIRUE/SUMUE;                                                      
GENR APOUE=AAPOUE/SUMUE;                                                      
GENR ASPUE=AASPUE/SUMUE;                                                      
GENR ANZUE=AANZUE/SUMUE;                                                      
GENR ASAUE=AASAUE/SUMUE;                                                      
GENR AVEUE=AAVEUE/SUMUE;                                                      
GENR ACOUE=AACOUE/SUMUE;                                                      
GENR AJOUE=AAJOUE/SUMUE;                                                      
GENR ASYUE=AASYUE/SUMUE;                                                      
GENR AIDUE=AAIDUE/SUMUE;                                                      
GENR AMAUE=AAMAUE/SUMUE;                                                      
GENR APAUE=AAPAUE/SUMUE;                                                      
GENR APHUE=AAPHUE/SUMUE;                                                      
GENR ATHUE=AATHUE/SUMUE;                                                      
GENR ACHUE=AACHUE/SUMUE;                                                      
GENR AARUE=AAARUE/SUMUE;                                                      
GENR ABRUE=AABRUE/SUMUE;                                                      
GENR ACEUE=AACEUE/SUMUE;                                                      
GENR AMEUE=AAMEUE/SUMUE;                                                      
GENR APEUE=AAPEUE/SUMUE;                                                      
GENR ATUUE=AATUUE/SUMUE;                                                      
GENR APDUE=AAPDUE/SUMUE;                                                      
GENR ARUUE=AARUUE/SUMUE;                                                      
GENR AEGUE=AAEGUE/SUMUE;                                                      
GENR AISUE=AAISUE/SUMUE;                                                      
GENR AKEUE=AAKEUE/SUMUE;                                                      
GENR ABAUE=AABAUE/SUMUE;                                                      
GENR AHKUE=AAHKUE/SUMUE;                                                      
GENR ASIUE=AASIUE/SUMUE;                                                      
GENR AVIUE=AAVIUE/SUMUE;                                                      
GENR ANIUE=AANIUE/SUMUE;                                                      
GENR AALUE=AAALUE/SUMUE;                                                      
GENR AIAUE=AAIAUE/SUMUE;                                                      
GENR AINUE=AAINUE/SUMUE;                                                      
GENR AIQUE=AAIQUE/SUMUE;                                                      
GENR AKUUE=AAKUUE/SUMUE;                                                      
GENR ALIUE=AALIUE/SUMUE;                                                      
GENR AUAUE=AAUAUE/SUMUE;                                                      
GENR AUSEG=AAUSEG/SUMEG;                                                      
GENR ACAEG=AACAEG/SUMEG;                                                      
GENR AJAEG=AAJAEG/SUMEG;                                                      
GENR AAUEG=AAAUEG/SUMEG;                                                      
GENR AFREG=AAFREG/SUMEG;                                                      
GENR AGEEG=AAGEEG/SUMEG;                                                      
GENR AITEG=AAITEG/SUMEG;                                                      
GENR ANEEG=AANEEG/SUMEG;                                                      
GENR ASTEG=AASTEG/SUMEG;                                                      
GENR AUKEG=AAUKEG/SUMEG;                                                      
GENR AFIEG=AAFIEG/SUMEG;                                                      
GENR AASEG=AAASEG/SUMEG;                                                      
GENR ASOEG=AASOEG/SUMEG;                                                      
GENR AKOEG=AAKOEG/SUMEG;                                                      
GENR ABEEG=AABEEG/SUMEG;                                                      
GENR ADEEG=AADEEG/SUMEG;                                                      
GENR ANOEG=AANOEG/SUMEG;                                                      
GENR ASWEG=AASWEG/SUMEG;                                                      
GENR AGREG=AAGREG/SUMEG;                                                      
GENR AIREG=AAIREG/SUMEG;                                                      
GENR APOEG=AAPOEG/SUMEG;                                                      
GENR ASPEG=AASPEG/SUMEG;                                                      
GENR ANZEG=AANZEG/SUMEG;                                                      
GENR ASAEG=AASAEG/SUMEG;                                                      
GENR AVEEG=AAVEEG/SUMEG;                                                      
GENR ACOEG=AACOEG/SUMEG;                                                      
GENR AJOEG=AAJOEG/SUMEG;                                                      
GENR ASYEG=AASYEG/SUMEG;                                                      
GENR AIDEG=AAIDEG/SUMEG;                                                      
GENR AMAEG=AAMAEG/SUMEG;                                                      
GENR APAEG=AAPAEG/SUMEG;                                                      
GENR APHEG=AAPHEG/SUMEG;                                                      
GENR ATHEG=AATHEG/SUMEG;                                                      
GENR ACHEG=AACHEG/SUMEG;                                                      
GENR AAREG=AAAREG/SUMEG;                                                      
GENR ABREG=AABREG/SUMEG;                                                      
GENR ACEEG=AACEEG/SUMEG;                                                      
GENR AMEEG=AAMEEG/SUMEG;                                                      
GENR APEEG=AAPEEG/SUMEG;                                                      
GENR ATUEG=AATUEG/SUMEG;                                                      
GENR APDEG=AAPDEG/SUMEG;                                                      
GENR ARUEG=AARUEG/SUMEG;                                                      
GENR AUEEG=AAUEEG/SUMEG;                                                      
GENR AISEG=AAISEG/SUMEG;                                                      
GENR AKEEG=AAKEEG/SUMEG;                                                      
GENR ABAEG=AABAEG/SUMEG;                                                      
GENR AHKEG=AAHKEG/SUMEG;                                                      
GENR ASIEG=AASIEG/SUMEG;                                                      
GENR AVIEG=AAVIEG/SUMEG;                                                      
GENR ANIEG=AANIEG/SUMEG;                                                      
GENR AALEG=AAALEG/SUMEG;                                                      
GENR AIAEG=AAIAEG/SUMEG;                                                      
GENR AINEG=AAINEG/SUMEG;                                                      
GENR AIQEG=AAIQEG/SUMEG;                                                      
GENR AKUEG=AAKUEG/SUMEG;                                                      
GENR ALIEG=AALIEG/SUMEG;                                                      
GENR AUAEG=AAUAEG/SUMEG;                                                      
GENR AUSIS=AAUSIS/SUMIS;                                                      
GENR ACAIS=AACAIS/SUMIS;                                                      
GENR AJAIS=AAJAIS/SUMIS;                                                      
GENR AAUIS=AAAUIS/SUMIS;                                                      
GENR AFRIS=AAFRIS/SUMIS;                                                      
GENR AGEIS=AAGEIS/SUMIS;                                                      
GENR AITIS=AAITIS/SUMIS;                                                      
GENR ANEIS=AANEIS/SUMIS;                                                      
GENR ASTIS=AASTIS/SUMIS;                                                      
GENR AUKIS=AAUKIS/SUMIS;                                                      
GENR AFIIS=AAFIIS/SUMIS;                                                      
GENR AASIS=AAASIS/SUMIS;                                                      
GENR ASOIS=AASOIS/SUMIS;                                                      
GENR AKOIS=AAKOIS/SUMIS;                                                      
GENR ABEIS=AABEIS/SUMIS;                                                      
GENR ADEIS=AADEIS/SUMIS;                                                      
GENR ANOIS=AANOIS/SUMIS;                                                      
GENR ASWIS=AASWIS/SUMIS;                                                      
GENR AGRIS=AAGRIS/SUMIS;                                                      
GENR AIRIS=AAIRIS/SUMIS;                                                      
GENR APOIS=AAPOIS/SUMIS;                                                      
GENR ASPIS=AASPIS/SUMIS;                                                      
GENR ANZIS=AANZIS/SUMIS;                                                      
GENR ASAIS=AASAIS/SUMIS;                                                      
GENR AVEIS=AAVEIS/SUMIS;                                                      
GENR ACOIS=AACOIS/SUMIS;                                                      
GENR AJOIS=AAJOIS/SUMIS;                                                      
GENR ASYIS=AASYIS/SUMIS;                                                      
GENR AIDIS=AAIDIS/SUMIS;                                                      
GENR AMAIS=AAMAIS/SUMIS;                                                      
GENR APAIS=AAPAIS/SUMIS;                                                      
GENR APHIS=AAPHIS/SUMIS;                                                      
GENR ATHIS=AATHIS/SUMIS;                                                      
GENR ACHIS=AACHIS/SUMIS;                                                      
GENR AARIS=AAARIS/SUMIS;                                                      
GENR ABRIS=AABRIS/SUMIS;                                                      
GENR ACEIS=AACEIS/SUMIS;                                                      
GENR AMEIS=AAMEIS/SUMIS;                                                      
GENR APEIS=AAPEIS/SUMIS;                                                      
GENR ATUIS=AATUIS/SUMIS;                                                      
GENR APDIS=AAPDIS/SUMIS;                                                      
GENR ARUIS=AARUIS/SUMIS;                                                      
GENR AUEIS=AAUEIS/SUMIS;                                                      
GENR AEGIS=AAEGIS/SUMIS;                                                      
GENR AKEIS=AAKEIS/SUMIS;                                                      
GENR ABAIS=AABAIS/SUMIS;                                                      
GENR AHKIS=AAHKIS/SUMIS;                                                      
GENR ASIIS=AASIIS/SUMIS;                                                      
GENR AVIIS=AAVIIS/SUMIS;                                                      
GENR ANIIS=AANIIS/SUMIS;                                                      
GENR AALIS=AAALIS/SUMIS;                                                      
GENR AIAIS=AAIAIS/SUMIS;                                                      
GENR AINIS=AAINIS/SUMIS;                                                      
GENR AIQIS=AAIQIS/SUMIS;                                                      
GENR AKUIS=AAKUIS/SUMIS;                                                      
GENR ALIIS=AALIIS/SUMIS;                                                      
GENR AUAIS=AAUAIS/SUMIS;                                                      
GENR AUSKE=AAUSKE/SUMKE;                                                      
GENR ACAKE=AACAKE/SUMKE;                                                      
GENR AJAKE=AAJAKE/SUMKE;                                                      
GENR AAUKE=AAAUKE/SUMKE;                                                      
GENR AFRKE=AAFRKE/SUMKE;                                                      
GENR AGEKE=AAGEKE/SUMKE;                                                      
GENR AITKE=AAITKE/SUMKE;                                                      
GENR ANEKE=AANEKE/SUMKE;                                                      
GENR ASTKE=AASTKE/SUMKE;                                                      
GENR AUKKE=AAUKKE/SUMKE;                                                      
GENR AFIKE=AAFIKE/SUMKE;                                                      
GENR AASKE=AAASKE/SUMKE;                                                      
GENR ASOKE=AASOKE/SUMKE;                                                      
GENR AKOKE=AAKOKE/SUMKE;                                                      
GENR ABEKE=AABEKE/SUMKE;                                                      
GENR ADEKE=AADEKE/SUMKE;                                                      
GENR ANOKE=AANOKE/SUMKE;                                                      
GENR ASWKE=AASWKE/SUMKE;                                                      
GENR AGRKE=AAGRKE/SUMKE;                                                      
GENR AIRKE=AAIRKE/SUMKE;                                                      
GENR APOKE=AAPOKE/SUMKE;                                                      
GENR ASPKE=AASPKE/SUMKE;                                                      
GENR ANZKE=AANZKE/SUMKE;                                                      
GENR ASAKE=AASAKE/SUMKE;                                                      
GENR AVEKE=AAVEKE/SUMKE;                                                      
GENR ACOKE=AACOKE/SUMKE;                                                      
GENR AJOKE=AAJOKE/SUMKE;                                                      
GENR ASYKE=AASYKE/SUMKE;                                                      
GENR AIDKE=AAIDKE/SUMKE;                                                      
GENR AMAKE=AAMAKE/SUMKE;                                                      
GENR APAKE=AAPAKE/SUMKE;                                                      
GENR APHKE=AAPHKE/SUMKE;                                                      
GENR ATHKE=AATHKE/SUMKE;                                                      
GENR ACHKE=AACHKE/SUMKE;                                                      
GENR AARKE=AAARKE/SUMKE;                                                      
GENR ABRKE=AABRKE/SUMKE;                                                      
GENR ACEKE=AACEKE/SUMKE;                                                      
GENR AMEKE=AAMEKE/SUMKE;                                                      
GENR APEKE=AAPEKE/SUMKE;                                                      
GENR ATUKE=AATUKE/SUMKE;                                                      
GENR APDKE=AAPDKE/SUMKE;                                                      
GENR ARUKE=AARUKE/SUMKE;                                                      
GENR AUEKE=AAUEKE/SUMKE;                                                      
GENR AEGKE=AAEGKE/SUMKE;                                                      
GENR AISKE=AAISKE/SUMKE;                                                      
GENR ABAKE=AABAKE/SUMKE;                                                      
GENR AHKKE=AAHKKE/SUMKE;                                                      
GENR ASIKE=AASIKE/SUMKE;                                                      
GENR AVIKE=AAVIKE/SUMKE;                                                      
GENR ANIKE=AANIKE/SUMKE;                                                      
GENR AALKE=AAALKE/SUMKE;                                                      
GENR AIAKE=AAIAKE/SUMKE;                                                      
GENR AINKE=AAINKE/SUMKE;                                                      
GENR AIQKE=AAIQKE/SUMKE;                                                      
GENR AKUKE=AAKUKE/SUMKE;                                                      
GENR ALIKE=AALIKE/SUMKE;                                                      
GENR AUAKE=AAUAKE/SUMKE;                                                      
GENR AUSBA=AAUSBA/SUMBA;                                                      
GENR ACABA=AACABA/SUMBA;                                                      
GENR AJABA=AAJABA/SUMBA;                                                      
GENR AAUBA=AAAUBA/SUMBA;                                                      
GENR AFRBA=AAFRBA/SUMBA;                                                      
GENR AGEBA=AAGEBA/SUMBA;                                                      
GENR AITBA=AAITBA/SUMBA;                                                      
GENR ANEBA=AANEBA/SUMBA;                                                      
GENR ASTBA=AASTBA/SUMBA;                                                      
GENR AUKBA=AAUKBA/SUMBA;                                                      
GENR AFIBA=AAFIBA/SUMBA;                                                      
GENR AASBA=AAASBA/SUMBA;                                                      
GENR ASOBA=AASOBA/SUMBA;                                                      
GENR AKOBA=AAKOBA/SUMBA;                                                      
GENR ABEBA=AABEBA/SUMBA;                                                      
GENR ADEBA=AADEBA/SUMBA;                                                      
GENR ANOBA=AANOBA/SUMBA;                                                      
GENR ASWBA=AASWBA/SUMBA;                                                      
GENR AGRBA=AAGRBA/SUMBA;                                                      
GENR AIRBA=AAIRBA/SUMBA;                                                      
GENR APOBA=AAPOBA/SUMBA;                                                      
GENR ASPBA=AASPBA/SUMBA;                                                      
GENR ANZBA=AANZBA/SUMBA;                                                      
GENR ASABA=AASABA/SUMBA;                                                      
GENR AVEBA=AAVEBA/SUMBA;                                                      
GENR ACOBA=AACOBA/SUMBA;                                                      
GENR AJOBA=AAJOBA/SUMBA;                                                      
GENR ASYBA=AASYBA/SUMBA;                                                      
GENR AIDBA=AAIDBA/SUMBA;                                                      
GENR AMABA=AAMABA/SUMBA;                                                      
GENR APABA=AAPABA/SUMBA;                                                      
GENR APHBA=AAPHBA/SUMBA;                                                      
GENR ATHBA=AATHBA/SUMBA;                                                      
GENR ACHBA=AACHBA/SUMBA;                                                      
GENR AARBA=AAARBA/SUMBA;                                                      
GENR ABRBA=AABRBA/SUMBA;                                                      
GENR ACEBA=AACEBA/SUMBA;                                                      
GENR AMEBA=AAMEBA/SUMBA;                                                      
GENR APEBA=AAPEBA/SUMBA;                                                      
GENR ATUBA=AATUBA/SUMBA;                                                      
GENR APDBA=AAPDBA/SUMBA;                                                      
GENR ARUBA=AARUBA/SUMBA;                                                      
GENR AUEBA=AAUEBA/SUMBA;                                                      
GENR AEGBA=AAEGBA/SUMBA;                                                      
GENR AISBA=AAISBA/SUMBA;                                                      
GENR AKEBA=AAKEBA/SUMBA;                                                      
GENR AHKBA=AAHKBA/SUMBA;                                                      
GENR ASIBA=AASIBA/SUMBA;                                                      
GENR AVIBA=AAVIBA/SUMBA;                                                      
GENR ANIBA=AANIBA/SUMBA;                                                      
GENR AALBA=AAALBA/SUMBA;                                                      
GENR AIABA=AAIABA/SUMBA;                                                      
GENR AINBA=AAINBA/SUMBA;                                                      
GENR AIQBA=AAIQBA/SUMBA;                                                      
GENR AKUBA=AAKUBA/SUMBA;                                                      
GENR ALIBA=AALIBA/SUMBA;                                                      
GENR AUABA=AAUABA/SUMBA;                                                      
GENR AUSHK=AAUSHK/SUMHK;                                                      
GENR ACAHK=AACAHK/SUMHK;                                                      
GENR AJAHK=AAJAHK/SUMHK;                                                      
GENR AAUHK=AAAUHK/SUMHK;                                                      
GENR AFRHK=AAFRHK/SUMHK;                                                      
GENR AGEHK=AAGEHK/SUMHK;                                                      
GENR AITHK=AAITHK/SUMHK;                                                      
GENR ANEHK=AANEHK/SUMHK;                                                      
GENR ASTHK=AASTHK/SUMHK;                                                      
GENR AUKHK=AAUKHK/SUMHK;                                                      
GENR AFIHK=AAFIHK/SUMHK;                                                      
GENR AASHK=AAASHK/SUMHK;                                                      
GENR ASOHK=AASOHK/SUMHK;                                                      
GENR AKOHK=AAKOHK/SUMHK;                                                      
GENR ABEHK=AABEHK/SUMHK;                                                      
GENR ADEHK=AADEHK/SUMHK;                                                      
GENR ANOHK=AANOHK/SUMHK;                                                      
GENR ASWHK=AASWHK/SUMHK;                                                      
GENR AGRHK=AAGRHK/SUMHK;                                                      
GENR AIRHK=AAIRHK/SUMHK;                                                      
GENR APOHK=AAPOHK/SUMHK;                                                      
GENR ASPHK=AASPHK/SUMHK;                                                      
GENR ANZHK=AANZHK/SUMHK;                                                      
GENR ASAHK=AASAHK/SUMHK;                                                      
GENR AVEHK=AAVEHK/SUMHK;                                                      
GENR ACOHK=AACOHK/SUMHK;                                                      
GENR AJOHK=AAJOHK/SUMHK;                                                      
GENR ASYHK=AASYHK/SUMHK;                                                      
GENR AIDHK=AAIDHK/SUMHK;                                                      
GENR AMAHK=AAMAHK/SUMHK;                                                      
GENR APAHK=AAPAHK/SUMHK;                                                      
GENR APHHK=AAPHHK/SUMHK;                                                      
GENR ATHHK=AATHHK/SUMHK;                                                      
GENR ACHHK=AACHHK/SUMHK;                                                      
GENR AARHK=AAARHK/SUMHK;                                                      
GENR ABRHK=AABRHK/SUMHK;                                                      
GENR ACEHK=AACEHK/SUMHK;                                                      
GENR AMEHK=AAMEHK/SUMHK;                                                      
GENR APEHK=AAPEHK/SUMHK;                                                      
GENR ATUHK=AATUHK/SUMHK;                                                      
GENR APDHK=AAPDHK/SUMHK;                                                      
GENR ARUHK=AARUHK/SUMHK;                                                      
GENR AUEHK=AAUEHK/SUMHK;                                                      
GENR AEGHK=AAEGHK/SUMHK;                                                      
GENR AISHK=AAISHK/SUMHK;                                                      
GENR AKEHK=AAKEHK/SUMHK;                                                      
GENR ABAHK=AABAHK/SUMHK;                                                      
GENR ASIHK=AASIHK/SUMHK;                                                      
GENR AVIHK=AAVIHK/SUMHK;                                                      
GENR ANIHK=AANIHK/SUMHK;                                                      
GENR AALHK=AAALHK/SUMHK;                                                      
GENR AIAHK=AAIAHK/SUMHK;                                                      
GENR AINHK=AAINHK/SUMHK;                                                      
GENR AIQHK=AAIQHK/SUMHK;                                                      
GENR AKUHK=AAKUHK/SUMHK;                                                      
GENR ALIHK=AALIHK/SUMHK;                                                      
GENR AUAHK=AAUAHK/SUMHK;                                                      
GENR AUSSI=AAUSSI/SUMSI;                                                      
GENR ACASI=AACASI/SUMSI;                                                      
GENR AJASI=AAJASI/SUMSI;                                                      
GENR AAUSI=AAAUSI/SUMSI;                                                      
GENR AFRSI=AAFRSI/SUMSI;                                                      
GENR AGESI=AAGESI/SUMSI;                                                      
GENR AITSI=AAITSI/SUMSI;                                                      
GENR ANESI=AANESI/SUMSI;                                                      
GENR ASTSI=AASTSI/SUMSI;                                                      
GENR AUKSI=AAUKSI/SUMSI;                                                      
GENR AFISI=AAFISI/SUMSI;                                                      
GENR AASSI=AAASSI/SUMSI;                                                      
GENR ASOSI=AASOSI/SUMSI;                                                      
GENR AKOSI=AAKOSI/SUMSI;                                                      
GENR ABESI=AABESI/SUMSI;                                                      
GENR ADESI=AADESI/SUMSI;                                                      
GENR ANOSI=AANOSI/SUMSI;                                                      
GENR ASWSI=AASWSI/SUMSI;                                                      
GENR AGRSI=AAGRSI/SUMSI;                                                      
GENR AIRSI=AAIRSI/SUMSI;                                                      
GENR APOSI=AAPOSI/SUMSI;                                                      
GENR ASPSI=AASPSI/SUMSI;                                                      
GENR ANZSI=AANZSI/SUMSI;                                                      
GENR ASASI=AASASI/SUMSI;                                                      
GENR AVESI=AAVESI/SUMSI;                                                      
GENR ACOSI=AACOSI/SUMSI;                                                      
GENR AJOSI=AAJOSI/SUMSI;                                                      
GENR ASYSI=AASYSI/SUMSI;                                                      
GENR AIDSI=AAIDSI/SUMSI;                                                      
GENR AMASI=AAMASI/SUMSI;                                                      
GENR APASI=AAPASI/SUMSI;                                                      
GENR APHSI=AAPHSI/SUMSI;                                                      
GENR ATHSI=AATHSI/SUMSI;                                                      
GENR ACHSI=AACHSI/SUMSI;                                                      
GENR AARSI=AAARSI/SUMSI;                                                      
GENR ABRSI=AABRSI/SUMSI;                                                      
GENR ACESI=AACESI/SUMSI;                                                      
GENR AMESI=AAMESI/SUMSI;                                                      
GENR APESI=AAPESI/SUMSI;                                                      
GENR ATUSI=AATUSI/SUMSI;                                                      
GENR APDSI=AAPDSI/SUMSI;                                                      
GENR ARUSI=AARUSI/SUMSI;                                                      
GENR AUESI=AAUESI/SUMSI;                                                      
GENR AEGSI=AAEGSI/SUMSI;                                                      
GENR AISSI=AAISSI/SUMSI;                                                      
GENR AKESI=AAKESI/SUMSI;                                                      
GENR ABASI=AABASI/SUMSI;                                                      
GENR AHKSI=AAHKSI/SUMSI;                                                      
GENR AVISI=AAVISI/SUMSI;                                                      
GENR ANISI=AANISI/SUMSI;                                                      
GENR AALSI=AAALSI/SUMSI;                                                      
GENR AIASI=AAIASI/SUMSI;                                                      
GENR AINSI=AAINSI/SUMSI;                                                      
GENR AIQSI=AAIQSI/SUMSI;                                                      
GENR AKUSI=AAKUSI/SUMSI;                                                      
GENR ALISI=AALISI/SUMSI;                                                      
GENR AUASI=AAUASI/SUMSI;                                                      
GENR AUSVI=AAUSVI/SUMVI;                                                      
GENR ACAVI=AACAVI/SUMVI;                                                      
GENR AJAVI=AAJAVI/SUMVI;                                                      
GENR AAUVI=AAAUVI/SUMVI;                                                      
GENR AFRVI=AAFRVI/SUMVI;                                                      
GENR AGEVI=AAGEVI/SUMVI;                                                      
GENR AITVI=AAITVI/SUMVI;                                                      
GENR ANEVI=AANEVI/SUMVI;                                                      
GENR ASTVI=AASTVI/SUMVI;                                                      
GENR AUKVI=AAUKVI/SUMVI;                                                      
GENR AFIVI=AAFIVI/SUMVI;                                                      
GENR AASVI=AAASVI/SUMVI;                                                      
GENR ASOVI=AASOVI/SUMVI;                                                      
GENR AKOVI=AAKOVI/SUMVI;                                                      
GENR ABEVI=AABEVI/SUMVI;                                                      
GENR ADEVI=AADEVI/SUMVI;                                                      
GENR ANOVI=AANOVI/SUMVI;                                                      
GENR ASWVI=AASWVI/SUMVI;                                                      
GENR AGRVI=AAGRVI/SUMVI;                                                      
GENR AIRVI=AAIRVI/SUMVI;                                                      
GENR APOVI=AAPOVI/SUMVI;                                                      
GENR ASPVI=AASPVI/SUMVI;                                                      
GENR ANZVI=AANZVI/SUMVI;                                                      
GENR ASAVI=AASAVI/SUMVI;                                                      
GENR AVEVI=AAVEVI/SUMVI;                                                      
GENR ACOVI=AACOVI/SUMVI;                                                      
GENR AJOVI=AAJOVI/SUMVI;                                                      
GENR ASYVI=AASYVI/SUMVI;                                                      
GENR AIDVI=AAIDVI/SUMVI;                                                      
GENR AMAVI=AAMAVI/SUMVI;                                                      
GENR APAVI=AAPAVI/SUMVI;                                                      
GENR APHVI=AAPHVI/SUMVI;                                                      
GENR ATHVI=AATHVI/SUMVI;                                                      
GENR ACHVI=AACHVI/SUMVI;                                                      
GENR AARVI=AAARVI/SUMVI;                                                      
GENR ABRVI=AABRVI/SUMVI;                                                      
GENR ACEVI=AACEVI/SUMVI;                                                      
GENR AMEVI=AAMEVI/SUMVI;                                                      
GENR APEVI=AAPEVI/SUMVI;                                                      
GENR ATUVI=AATUVI/SUMVI;                                                      
GENR APDVI=AAPDVI/SUMVI;                                                      
GENR ARUVI=AARUVI/SUMVI;                                                      
GENR AUEVI=AAUEVI/SUMVI;                                                      
GENR AEGVI=AAEGVI/SUMVI;                                                      
GENR AISVI=AAISVI/SUMVI;                                                      
GENR AKEVI=AAKEVI/SUMVI;                                                      
GENR ABAVI=AABAVI/SUMVI;                                                      
GENR AHKVI=AAHKVI/SUMVI;                                                      
GENR ASIVI=AASIVI/SUMVI;                                                      
GENR ANIVI=AANIVI/SUMVI;                                                      
GENR AALVI=AAALVI/SUMVI;                                                      
GENR AIAVI=AAIAVI/SUMVI;                                                      
GENR AINVI=AAINVI/SUMVI;                                                      
GENR AIQVI=AAIQVI/SUMVI;                                                      
GENR AKUVI=AAKUVI/SUMVI;                                                      
GENR ALIVI=AALIVI/SUMVI;                                                      
GENR AUAVI=AAUAVI/SUMVI;                                                      
GENR AUSNI=AAUSNI/SUMNI;                                                      
GENR ACANI=AACANI/SUMNI;                                                      
GENR AJANI=AAJANI/SUMNI;                                                      
GENR AAUNI=AAAUNI/SUMNI;                                                      
GENR AFRNI=AAFRNI/SUMNI;                                                      
GENR AGENI=AAGENI/SUMNI;                                                      
GENR AITNI=AAITNI/SUMNI;                                                      
GENR ANENI=AANENI/SUMNI;                                                      
GENR ASTNI=AASTNI/SUMNI;                                                      
GENR AUKNI=AAUKNI/SUMNI;                                                      
GENR AFINI=AAFINI/SUMNI;                                                      
GENR AASNI=AAASNI/SUMNI;                                                      
GENR ASONI=AASONI/SUMNI;                                                      
GENR AKONI=AAKONI/SUMNI;                                                      
GENR ABENI=AABENI/SUMNI;                                                      
GENR ADENI=AADENI/SUMNI;                                                      
GENR ANONI=AANONI/SUMNI;                                                      
GENR ASWNI=AASWNI/SUMNI;                                                      
GENR AGRNI=AAGRNI/SUMNI;                                                      
GENR AIRNI=AAIRNI/SUMNI;                                                      
GENR APONI=AAPONI/SUMNI;                                                      
GENR ASPNI=AASPNI/SUMNI;                                                      
GENR ANZNI=AANZNI/SUMNI;                                                      
GENR ASANI=AASANI/SUMNI;                                                      
GENR AVENI=AAVENI/SUMNI;                                                      
GENR ACONI=AACONI/SUMNI;                                                      
GENR AJONI=AAJONI/SUMNI;                                                      
GENR ASYNI=AASYNI/SUMNI;                                                      
GENR AIDNI=AAIDNI/SUMNI;                                                      
GENR AMANI=AAMANI/SUMNI;                                                      
GENR APANI=AAPANI/SUMNI;                                                      
GENR APHNI=AAPHNI/SUMNI;                                                      
GENR ATHNI=AATHNI/SUMNI;                                                      
GENR ACHNI=AACHNI/SUMNI;                                                      
GENR AARNI=AAARNI/SUMNI;                                                      
GENR ABRNI=AABRNI/SUMNI;                                                      
GENR ACENI=AACENI/SUMNI;                                                      
GENR AMENI=AAMENI/SUMNI;                                                      
GENR APENI=AAPENI/SUMNI;                                                      
GENR ATUNI=AATUNI/SUMNI;                                                      
GENR APDNI=AAPDNI/SUMNI;                                                      
GENR ARUNI=AARUNI/SUMNI;                                                      
GENR AUENI=AAUENI/SUMNI;                                                      
GENR AEGNI=AAEGNI/SUMNI;                                                      
GENR AISNI=AAISNI/SUMNI;                                                      
GENR AKENI=AAKENI/SUMNI;                                                      
GENR ABANI=AABANI/SUMNI;                                                      
GENR AHKNI=AAHKNI/SUMNI;                                                      
GENR ASINI=AASINI/SUMNI;                                                      
GENR AVINI=AAVINI/SUMNI;                                                      
GENR AALNI=AAALNI/SUMNI;                                                      
GENR AIANI=AAIANI/SUMNI;                                                      
GENR AINNI=AAINNI/SUMNI;                                                      
GENR AIQNI=AAIQNI/SUMNI;                                                      
GENR AKUNI=AAKUNI/SUMNI;                                                      
GENR ALINI=AALINI/SUMNI;                                                      
GENR AUANI=AAUANI/SUMNI;                                                      
GENR AUSAL=AAUSAL/SUMAL;                                                      
GENR ACAAL=AACAAL/SUMAL;                                                      
GENR AJAAL=AAJAAL/SUMAL;                                                      
GENR AAUAL=AAAUAL/SUMAL;                                                      
GENR AFRAL=AAFRAL/SUMAL;                                                      
GENR AGEAL=AAGEAL/SUMAL;                                                      
GENR AITAL=AAITAL/SUMAL;                                                      
GENR ANEAL=AANEAL/SUMAL;                                                      
GENR ASTAL=AASTAL/SUMAL;                                                      
GENR AUKAL=AAUKAL/SUMAL;                                                      
GENR AFIAL=AAFIAL/SUMAL;                                                      
GENR AASAL=AAASAL/SUMAL;                                                      
GENR ASOAL=AASOAL/SUMAL;                                                      
GENR AKOAL=AAKOAL/SUMAL;                                                      
GENR ABEAL=AABEAL/SUMAL;                                                      
GENR ADEAL=AADEAL/SUMAL;                                                      
GENR ANOAL=AANOAL/SUMAL;                                                      
GENR ASWAL=AASWAL/SUMAL;                                                      
GENR AGRAL=AAGRAL/SUMAL;                                                      
GENR AIRAL=AAIRAL/SUMAL;                                                      
GENR APOAL=AAPOAL/SUMAL;                                                      
GENR ASPAL=AASPAL/SUMAL;                                                      
GENR ANZAL=AANZAL/SUMAL;                                                      
GENR ASAAL=AASAAL/SUMAL;                                                      
GENR AVEAL=AAVEAL/SUMAL;                                                      
GENR ACOAL=AACOAL/SUMAL;                                                      
GENR AJOAL=AAJOAL/SUMAL;                                                      
GENR ASYAL=AASYAL/SUMAL;                                                      
GENR AIDAL=AAIDAL/SUMAL;                                                      
GENR AMAAL=AAMAAL/SUMAL;                                                      
GENR APAAL=AAPAAL/SUMAL;                                                      
GENR APHAL=AAPHAL/SUMAL;                                                      
GENR ATHAL=AATHAL/SUMAL;                                                      
GENR ACHAL=AACHAL/SUMAL;                                                      
GENR AARAL=AAARAL/SUMAL;                                                      
GENR ABRAL=AABRAL/SUMAL;                                                      
GENR ACEAL=AACEAL/SUMAL;                                                      
GENR AMEAL=AAMEAL/SUMAL;                                                      
GENR APEAL=AAPEAL/SUMAL;                                                      
GENR ATUAL=AATUAL/SUMAL;                                                      
GENR APDAL=AAPDAL/SUMAL;                                                      
GENR ARUAL=AARUAL/SUMAL;                                                      
GENR AUEAL=AAUEAL/SUMAL;                                                      
GENR AEGAL=AAEGAL/SUMAL;                                                      
GENR AISAL=AAISAL/SUMAL;                                                      
GENR AKEAL=AAKEAL/SUMAL;                                                      
GENR ABAAL=AABAAL/SUMAL;                                                      
GENR AHKAL=AAHKAL/SUMAL;                                                      
GENR ASIAL=AASIAL/SUMAL;                                                      
GENR AVIAL=AAVIAL/SUMAL;                                                      
GENR ANIAL=AANIAL/SUMAL;                                                      
GENR AIAAL=AAIAAL/SUMAL;                                                      
GENR AINAL=AAINAL/SUMAL;                                                      
GENR AIQAL=AAIQAL/SUMAL;                                                      
GENR AKUAL=AAKUAL/SUMAL;                                                      
GENR ALIAL=AALIAL/SUMAL;                                                      
GENR AUAAL=AAUAAL/SUMAL;                                                      
GENR AUSIA=AAUSIA/SUMIA;                                                      
GENR ACAIA=AACAIA/SUMIA;                                                      
GENR AJAIA=AAJAIA/SUMIA;                                                      
GENR AAUIA=AAAUIA/SUMIA;                                                      
GENR AFRIA=AAFRIA/SUMIA;                                                      
GENR AGEIA=AAGEIA/SUMIA;                                                      
GENR AITIA=AAITIA/SUMIA;                                                      
GENR ANEIA=AANEIA/SUMIA;                                                      
GENR ASTIA=AASTIA/SUMIA;                                                      
GENR AUKIA=AAUKIA/SUMIA;                                                      
GENR AFIIA=AAFIIA/SUMIA;                                                      
GENR AASIA=AAASIA/SUMIA;                                                      
GENR ASOIA=AASOIA/SUMIA;                                                      
GENR AKOIA=AAKOIA/SUMIA;                                                      
GENR ABEIA=AABEIA/SUMIA;                                                      
GENR ADEIA=AADEIA/SUMIA;                                                      
GENR ANOIA=AANOIA/SUMIA;                                                      
GENR ASWIA=AASWIA/SUMIA;                                                      
GENR AGRIA=AAGRIA/SUMIA;                                                      
GENR AIRIA=AAIRIA/SUMIA;                                                      
GENR APOIA=AAPOIA/SUMIA;                                                      
GENR ASPIA=AASPIA/SUMIA;                                                      
GENR ANZIA=AANZIA/SUMIA;                                                      
GENR ASAIA=AASAIA/SUMIA;                                                      
GENR AVEIA=AAVEIA/SUMIA;                                                      
GENR ACOIA=AACOIA/SUMIA;                                                      
GENR AJOIA=AAJOIA/SUMIA;                                                      
GENR ASYIA=AASYIA/SUMIA;                                                      
GENR AIDIA=AAIDIA/SUMIA;                                                      
GENR AMAIA=AAMAIA/SUMIA;                                                      
GENR APAIA=AAPAIA/SUMIA;                                                      
GENR APHIA=AAPHIA/SUMIA;                                                      
GENR ATHIA=AATHIA/SUMIA;                                                      
GENR ACHIA=AACHIA/SUMIA;                                                      
GENR AARIA=AAARIA/SUMIA;                                                      
GENR ABRIA=AABRIA/SUMIA;                                                      
GENR ACEIA=AACEIA/SUMIA;                                                      
GENR AMEIA=AAMEIA/SUMIA;                                                      
GENR APEIA=AAPEIA/SUMIA;                                                      
GENR ATUIA=AATUIA/SUMIA;                                                      
GENR APDIA=AAPDIA/SUMIA;                                                      
GENR ARUIA=AARUIA/SUMIA;                                                      
GENR AUEIA=AAUEIA/SUMIA;                                                      
GENR AEGIA=AAEGIA/SUMIA;                                                      
GENR AISIA=AAISIA/SUMIA;                                                      
GENR AKEIA=AAKEIA/SUMIA;                                                      
GENR ABAIA=AABAIA/SUMIA;                                                      
GENR AHKIA=AAHKIA/SUMIA;                                                      
GENR ASIIA=AASIIA/SUMIA;                                                      
GENR AVIIA=AAVIIA/SUMIA;                                                      
GENR ANIIA=AANIIA/SUMIA;                                                      
GENR AALIA=AAALIA/SUMIA;                                                      
GENR AINIA=AAINIA/SUMIA;                                                      
GENR AIQIA=AAIQIA/SUMIA;                                                      
GENR AKUIA=AAKUIA/SUMIA;                                                      
GENR ALIIA=AALIIA/SUMIA;                                                      
GENR AUAIA=AAUAIA/SUMIA;                                                      
GENR AUSIN=AAUSIN/SUMIN;                                                      
GENR ACAIN=AACAIN/SUMIN;                                                      
GENR AJAIN=AAJAIN/SUMIN;                                                      
GENR AAUIN=AAAUIN/SUMIN;                                                      
GENR AFRIN=AAFRIN/SUMIN;                                                      
GENR AGEIN=AAGEIN/SUMIN;                                                      
GENR AITIN=AAITIN/SUMIN;                                                      
GENR ANEIN=AANEIN/SUMIN;                                                      
GENR ASTIN=AASTIN/SUMIN;                                                      
GENR AUKIN=AAUKIN/SUMIN;                                                      
GENR AFIIN=AAFIIN/SUMIN;                                                      
GENR AASIN=AAASIN/SUMIN;                                                      
GENR ASOIN=AASOIN/SUMIN;                                                      
GENR AKOIN=AAKOIN/SUMIN;                                                      
GENR ABEIN=AABEIN/SUMIN;                                                      
GENR ADEIN=AADEIN/SUMIN;                                                      
GENR ANOIN=AANOIN/SUMIN;                                                      
GENR ASWIN=AASWIN/SUMIN;                                                      
GENR AGRIN=AAGRIN/SUMIN;                                                      
GENR AIRIN=AAIRIN/SUMIN;                                                      
GENR APOIN=AAPOIN/SUMIN;                                                      
GENR ASPIN=AASPIN/SUMIN;                                                      
GENR ANZIN=AANZIN/SUMIN;                                                      
GENR ASAIN=AASAIN/SUMIN;                                                      
GENR AVEIN=AAVEIN/SUMIN;                                                      
GENR ACOIN=AACOIN/SUMIN;                                                      
GENR AJOIN=AAJOIN/SUMIN;                                                      
GENR ASYIN=AASYIN/SUMIN;                                                      
GENR AIDIN=AAIDIN/SUMIN;                                                      
GENR AMAIN=AAMAIN/SUMIN;                                                      
GENR APAIN=AAPAIN/SUMIN;                                                      
GENR APHIN=AAPHIN/SUMIN;                                                      
GENR ATHIN=AATHIN/SUMIN;                                                      
GENR ACHIN=AACHIN/SUMIN;                                                      
GENR AARIN=AAARIN/SUMIN;                                                      
GENR ABRIN=AABRIN/SUMIN;                                                      
GENR ACEIN=AACEIN/SUMIN;                                                      
GENR AMEIN=AAMEIN/SUMIN;                                                      
GENR APEIN=AAPEIN/SUMIN;                                                      
GENR ATUIN=AATUIN/SUMIN;                                                      
GENR APDIN=AAPDIN/SUMIN;                                                      
GENR ARUIN=AARUIN/SUMIN;                                                      
GENR AUEIN=AAUEIN/SUMIN;                                                      
GENR AEGIN=AAEGIN/SUMIN;                                                      
GENR AISIN=AAISIN/SUMIN;                                                      
GENR AKEIN=AAKEIN/SUMIN;                                                      
GENR ABAIN=AABAIN/SUMIN;                                                      
GENR AHKIN=AAHKIN/SUMIN;                                                      
GENR ASIIN=AASIIN/SUMIN;                                                      
GENR AVIIN=AAVIIN/SUMIN;                                                      
GENR ANIIN=AANIIN/SUMIN;                                                      
GENR AALIN=AAALIN/SUMIN;                                                      
GENR AIAIN=AAIAIN/SUMIN;                                                      
GENR AIQIN=AAIQIN/SUMIN;                                                      
GENR AKUIN=AAKUIN/SUMIN;                                                      
GENR ALIIN=AALIIN/SUMIN;                                                      
GENR AUAIN=AAUAIN/SUMIN;                                                      
GENR AUSIQ=AAUSIQ/SUMIQ;                                                      
GENR ACAIQ=AACAIQ/SUMIQ;                                                      
GENR AJAIQ=AAJAIQ/SUMIQ;                                                      
GENR AAUIQ=AAAUIQ/SUMIQ;                                                      
GENR AFRIQ=AAFRIQ/SUMIQ;                                                      
GENR AGEIQ=AAGEIQ/SUMIQ;                                                      
GENR AITIQ=AAITIQ/SUMIQ;                                                      
GENR ANEIQ=AANEIQ/SUMIQ;                                                      
GENR ASTIQ=AASTIQ/SUMIQ;                                                      
GENR AUKIQ=AAUKIQ/SUMIQ;                                                      
GENR AFIIQ=AAFIIQ/SUMIQ;                                                      
GENR AASIQ=AAASIQ/SUMIQ;                                                      
GENR ASOIQ=AASOIQ/SUMIQ;                                                      
GENR AKOIQ=AAKOIQ/SUMIQ;                                                      
GENR ABEIQ=AABEIQ/SUMIQ;                                                      
GENR ADEIQ=AADEIQ/SUMIQ;                                                      
GENR ANOIQ=AANOIQ/SUMIQ;                                                      
GENR ASWIQ=AASWIQ/SUMIQ;                                                      
GENR AGRIQ=AAGRIQ/SUMIQ;                                                      
GENR AIRIQ=AAIRIQ/SUMIQ;                                                      
GENR APOIQ=AAPOIQ/SUMIQ;                                                      
GENR ASPIQ=AASPIQ/SUMIQ;                                                      
GENR ANZIQ=AANZIQ/SUMIQ;                                                      
GENR ASAIQ=AASAIQ/SUMIQ;                                                      
GENR AVEIQ=AAVEIQ/SUMIQ;                                                      
GENR ACOIQ=AACOIQ/SUMIQ;                                                      
GENR AJOIQ=AAJOIQ/SUMIQ;                                                      
GENR ASYIQ=AASYIQ/SUMIQ;                                                      
GENR AIDIQ=AAIDIQ/SUMIQ;                                                      
GENR AMAIQ=AAMAIQ/SUMIQ;                                                      
GENR APAIQ=AAPAIQ/SUMIQ;                                                      
GENR APHIQ=AAPHIQ/SUMIQ;                                                      
GENR ATHIQ=AATHIQ/SUMIQ;                                                      
GENR ACHIQ=AACHIQ/SUMIQ;                                                      
GENR AARIQ=AAARIQ/SUMIQ;                                                      
GENR ABRIQ=AABRIQ/SUMIQ;                                                      
GENR ACEIQ=AACEIQ/SUMIQ;                                                      
GENR AMEIQ=AAMEIQ/SUMIQ;                                                      
GENR APEIQ=AAPEIQ/SUMIQ;                                                      
GENR ATUIQ=AATUIQ/SUMIQ;                                                      
GENR APDIQ=AAPDIQ/SUMIQ;                                                      
GENR ARUIQ=AARUIQ/SUMIQ;                                                      
GENR AUEIQ=AAUEIQ/SUMIQ;                                                      
GENR AEGIQ=AAEGIQ/SUMIQ;                                                      
GENR AISIQ=AAISIQ/SUMIQ;                                                      
GENR AKEIQ=AAKEIQ/SUMIQ;                                                      
GENR ABAIQ=AABAIQ/SUMIQ;                                                      
GENR AHKIQ=AAHKIQ/SUMIQ;                                                      
GENR ASIIQ=AASIIQ/SUMIQ;                                                      
GENR AVIIQ=AAVIIQ/SUMIQ;                                                      
GENR ANIIQ=AANIIQ/SUMIQ;                                                      
GENR AALIQ=AAALIQ/SUMIQ;                                                      
GENR AIAIQ=AAIAIQ/SUMIQ;                                                      
GENR AINIQ=AAINIQ/SUMIQ;                                                      
GENR AKUIQ=AAKUIQ/SUMIQ;                                                      
GENR ALIIQ=AALIIQ/SUMIQ;                                                      
GENR AUAIQ=AAUAIQ/SUMIQ;                                                      
GENR AUSKU=AAUSKU/SUMKU;                                                      
GENR ACAKU=AACAKU/SUMKU;                                                      
GENR AJAKU=AAJAKU/SUMKU;                                                      
GENR AAUKU=AAAUKU/SUMKU;                                                      
GENR AFRKU=AAFRKU/SUMKU;                                                      
GENR AGEKU=AAGEKU/SUMKU;                                                      
GENR AITKU=AAITKU/SUMKU;                                                      
GENR ANEKU=AANEKU/SUMKU;                                                      
GENR ASTKU=AASTKU/SUMKU;                                                      
GENR AUKKU=AAUKKU/SUMKU;                                                      
GENR AFIKU=AAFIKU/SUMKU;                                                      
GENR AASKU=AAASKU/SUMKU;                                                      
GENR ASOKU=AASOKU/SUMKU;                                                      
GENR AKOKU=AAKOKU/SUMKU;                                                      
GENR ABEKU=AABEKU/SUMKU;                                                      
GENR ADEKU=AADEKU/SUMKU;                                                      
GENR ANOKU=AANOKU/SUMKU;                                                      
GENR ASWKU=AASWKU/SUMKU;                                                      
GENR AGRKU=AAGRKU/SUMKU;                                                      
GENR AIRKU=AAIRKU/SUMKU;                                                      
GENR APOKU=AAPOKU/SUMKU;                                                      
GENR ASPKU=AASPKU/SUMKU;                                                      
GENR ANZKU=AANZKU/SUMKU;                                                      
GENR ASAKU=AASAKU/SUMKU;                                                      
GENR AVEKU=AAVEKU/SUMKU;                                                      
GENR ACOKU=AACOKU/SUMKU;                                                      
GENR AJOKU=AAJOKU/SUMKU;                                                      
GENR ASYKU=AASYKU/SUMKU;                                                      
GENR AIDKU=AAIDKU/SUMKU;                                                      
GENR AMAKU=AAMAKU/SUMKU;                                                      
GENR APAKU=AAPAKU/SUMKU;                                                      
GENR APHKU=AAPHKU/SUMKU;                                                      
GENR ATHKU=AATHKU/SUMKU;                                                      
GENR ACHKU=AACHKU/SUMKU;                                                      
GENR AARKU=AAARKU/SUMKU;                                                      
GENR ABRKU=AABRKU/SUMKU;                                                      
GENR ACEKU=AACEKU/SUMKU;                                                      
GENR AMEKU=AAMEKU/SUMKU;                                                      
GENR APEKU=AAPEKU/SUMKU;                                                      
GENR ATUKU=AATUKU/SUMKU;                                                      
GENR APDKU=AAPDKU/SUMKU;                                                      
GENR ARUKU=AARUKU/SUMKU;                                                      
GENR AUEKU=AAUEKU/SUMKU;                                                      
GENR AEGKU=AAEGKU/SUMKU;                                                      
GENR AISKU=AAISKU/SUMKU;                                                      
GENR AKEKU=AAKEKU/SUMKU;                                                      
GENR ABAKU=AABAKU/SUMKU;                                                      
GENR AHKKU=AAHKKU/SUMKU;                                                      
GENR ASIKU=AASIKU/SUMKU;                                                      
GENR AVIKU=AAVIKU/SUMKU;                                                      
GENR ANIKU=AANIKU/SUMKU;                                                      
GENR AALKU=AAALKU/SUMKU;                                                      
GENR AIAKU=AAIAKU/SUMKU;                                                      
GENR AINKU=AAINKU/SUMKU;                                                      
GENR AIQKU=AAIQKU/SUMKU;                                                      
GENR ALIKU=AALIKU/SUMKU;                                                      
GENR AUAKU=AAUAKU/SUMKU;                                                      
GENR AUSLI=AAUSLI/SUMLI;                                                      
GENR ACALI=AACALI/SUMLI;                                                      
GENR AJALI=AAJALI/SUMLI;                                                      
GENR AAULI=AAAULI/SUMLI;                                                      
GENR AFRLI=AAFRLI/SUMLI;                                                      
GENR AGELI=AAGELI/SUMLI;                                                      
GENR AITLI=AAITLI/SUMLI;                                                      
GENR ANELI=AANELI/SUMLI;                                                      
GENR ASTLI=AASTLI/SUMLI;                                                      
GENR AUKLI=AAUKLI/SUMLI;                                                      
GENR AFILI=AAFILI/SUMLI;                                                      
GENR AASLI=AAASLI/SUMLI;                                                      
GENR ASOLI=AASOLI/SUMLI;                                                      
GENR AKOLI=AAKOLI/SUMLI;                                                      
GENR ABELI=AABELI/SUMLI;                                                      
GENR ADELI=AADELI/SUMLI;                                                      
GENR ANOLI=AANOLI/SUMLI;                                                      
GENR ASWLI=AASWLI/SUMLI;                                                      
GENR AGRLI=AAGRLI/SUMLI;                                                      
GENR AIRLI=AAIRLI/SUMLI;                                                      
GENR APOLI=AAPOLI/SUMLI;                                                      
GENR ASPLI=AASPLI/SUMLI;                                                      
GENR ANZLI=AANZLI/SUMLI;                                                      
GENR ASALI=AASALI/SUMLI;                                                      
GENR AVELI=AAVELI/SUMLI;                                                      
GENR ACOLI=AACOLI/SUMLI;                                                      
GENR AJOLI=AAJOLI/SUMLI;                                                      
GENR ASYLI=AASYLI/SUMLI;                                                      
GENR AIDLI=AAIDLI/SUMLI;                                                      
GENR AMALI=AAMALI/SUMLI;                                                      
GENR APALI=AAPALI/SUMLI;                                                      
GENR APHLI=AAPHLI/SUMLI;                                                      
GENR ATHLI=AATHLI/SUMLI;                                                      
GENR ACHLI=AACHLI/SUMLI;                                                      
GENR AARLI=AAARLI/SUMLI;                                                      
GENR ABRLI=AABRLI/SUMLI;                                                      
GENR ACELI=AACELI/SUMLI;                                                      
GENR AMELI=AAMELI/SUMLI;                                                      
GENR APELI=AAPELI/SUMLI;                                                      
GENR ATULI=AATULI/SUMLI;                                                      
GENR APDLI=AAPDLI/SUMLI;                                                      
GENR ARULI=AARULI/SUMLI;                                                      
GENR AUELI=AAUELI/SUMLI;                                                      
GENR AEGLI=AAEGLI/SUMLI;                                                      
GENR AISLI=AAISLI/SUMLI;                                                      
GENR AKELI=AAKELI/SUMLI;                                                      
GENR ABALI=AABALI/SUMLI;                                                      
GENR AHKLI=AAHKLI/SUMLI;                                                      
GENR ASILI=AASILI/SUMLI;                                                      
GENR AVILI=AAVILI/SUMLI;                                                      
GENR ANILI=AANILI/SUMLI;                                                      
GENR AALLI=AAALLI/SUMLI;                                                      
GENR AIALI=AAIALI/SUMLI;                                                      
GENR AINLI=AAINLI/SUMLI;                                                      
GENR AIQLI=AAIQLI/SUMLI;                                                      
GENR AKULI=AAKULI/SUMLI;                                                      
GENR AUALI=AAUALI/SUMLI;                                                      
GENR AUSUA=AAUSUA/SUMUA;                                                      
GENR ACAUA=AACAUA/SUMUA;                                                      
GENR AJAUA=AAJAUA/SUMUA;                                                      
GENR AAUUA=AAAUUA/SUMUA;                                                      
GENR AFRUA=AAFRUA/SUMUA;                                                      
GENR AGEUA=AAGEUA/SUMUA;                                                      
GENR AITUA=AAITUA/SUMUA;                                                      
GENR ANEUA=AANEUA/SUMUA;                                                      
GENR ASTUA=AASTUA/SUMUA;                                                      
GENR AUKUA=AAUKUA/SUMUA;                                                      
GENR AFIUA=AAFIUA/SUMUA;                                                      
GENR AASUA=AAASUA/SUMUA;                                                      
GENR ASOUA=AASOUA/SUMUA;                                                      
GENR AKOUA=AAKOUA/SUMUA;                                                      
GENR ABEUA=AABEUA/SUMUA;                                                      
GENR ADEUA=AADEUA/SUMUA;                                                      
GENR ANOUA=AANOUA/SUMUA;                                                      
GENR ASWUA=AASWUA/SUMUA;                                                      
GENR AGRUA=AAGRUA/SUMUA;                                                      
GENR AIRUA=AAIRUA/SUMUA;                                                      
GENR APOUA=AAPOUA/SUMUA;                                                      
GENR ASPUA=AASPUA/SUMUA;                                                      
GENR ANZUA=AANZUA/SUMUA;                                                      
GENR ASAUA=AASAUA/SUMUA;                                                      
GENR AVEUA=AAVEUA/SUMUA;                                                      
GENR ACOUA=AACOUA/SUMUA;                                                      
GENR AJOUA=AAJOUA/SUMUA;                                                      
GENR ASYUA=AASYUA/SUMUA;                                                      
GENR AIDUA=AAIDUA/SUMUA;                                                      
GENR AMAUA=AAMAUA/SUMUA;                                                      
GENR APAUA=AAPAUA/SUMUA;                                                      
GENR APHUA=AAPHUA/SUMUA;                                                      
GENR ATHUA=AATHUA/SUMUA;                                                      
GENR ACHUA=AACHUA/SUMUA;                                                      
GENR AARUA=AAARUA/SUMUA;                                                      
GENR ABRUA=AABRUA/SUMUA;                                                      
GENR ACEUA=AACEUA/SUMUA;                                                      
GENR AMEUA=AAMEUA/SUMUA;                                                      
GENR APEUA=AAPEUA/SUMUA;                                                      
GENR ATUUA=AATUUA/SUMUA;                                                      
GENR APDUA=AAPDUA/SUMUA;                                                      
GENR ARUUA=AARUUA/SUMUA;                                                      
GENR AUEUA=AAUEUA/SUMUA;                                                      
GENR AEGUA=AAEGUA/SUMUA;                                                      
GENR AISUA=AAISUA/SUMUA;                                                      
GENR AKEUA=AAKEUA/SUMUA;                                                      
GENR ABAUA=AABAUA/SUMUA;                                                      
GENR AHKUA=AAHKUA/SUMUA;                                                      
GENR ASIUA=AASIUA/SUMUA;                                                      
GENR AVIUA=AAVIUA/SUMUA;                                                      
GENR ANIUA=AANIUA/SUMUA;                                                      
GENR AALUA=AAALUA/SUMUA;                                                      
GENR AIAUA=AAIAUA/SUMUA;                                                      
GENR AINUA=AAINUA/SUMUA;                                                      
GENR AIQUA=AAIQUA/SUMUA;                                                      
GENR AKUUA=AAKUUA/SUMUA;                                                      
GENR ALIUA=AALIUA/SUMUA;                                                      
GENR AUSAO=AAUSAO/SUMAO;                                                      
GENR ACAAO=AACAAO/SUMAO;                                                      
GENR AJAAO=AAJAAO/SUMAO;                                                      
GENR AAUAO=AAAUAO/SUMAO;                                                      
GENR AFRAO=AAFRAO/SUMAO;                                                      
GENR AGEAO=AAGEAO/SUMAO;                                                      
GENR AITAO=AAITAO/SUMAO;                                                      
GENR ANEAO=AANEAO/SUMAO;                                                      
GENR ASTAO=AASTAO/SUMAO;                                                      
GENR AUKAO=AAUKAO/SUMAO;                                                      
GENR AFIAO=AAFIAO/SUMAO;                                                      
GENR AASAO=AAASAO/SUMAO;                                                      
GENR ASOAO=AASOAO/SUMAO;                                                      
GENR AKOAO=AAKOAO/SUMAO;                                                      
GENR ABEAO=AABEAO/SUMAO;                                                      
GENR ADEAO=AADEAO/SUMAO;                                                      
GENR ANOAO=AANOAO/SUMAO;                                                      
GENR ASWAO=AASWAO/SUMAO;                                                      
GENR AGRAO=AAGRAO/SUMAO;                                                      
GENR AIRAO=AAIRAO/SUMAO;                                                      
GENR APOAO=AAPOAO/SUMAO;                                                      
GENR ASPAO=AASPAO/SUMAO;                                                      
GENR ANZAO=AANZAO/SUMAO;                                                      
GENR ASAAO=AASAAO/SUMAO;                                                      
GENR AVEAO=AAVEAO/SUMAO;                                                      
GENR ACOAO=AACOAO/SUMAO;                                                      
GENR AJOAO=AAJOAO/SUMAO;                                                      
GENR ASYAO=AASYAO/SUMAO;                                                      
GENR AIDAO=AAIDAO/SUMAO;                                                      
GENR AMAAO=AAMAAO/SUMAO;                                                      
GENR APAAO=AAPAAO/SUMAO;                                                      
GENR APHAO=AAPHAO/SUMAO;                                                      
GENR ATHAO=AATHAO/SUMAO;                                                      
GENR ACHAO=AACHAO/SUMAO;                                                      
GENR AARAO=AAARAO/SUMAO;                                                      
GENR ABRAO=AABRAO/SUMAO;                                                      
GENR ACEAO=AACEAO/SUMAO;                                                      
GENR AMEAO=AAMEAO/SUMAO;                                                      
GENR APEAO=AAPEAO/SUMAO;                                                      
GENR ATUAO=AATUAO/SUMAO;                                                      
GENR APDAO=AAPDAO/SUMAO;                                                      
GENR ARUAO=AARUAO/SUMAO;                                                      
GENR AUEAO=AAUEAO/SUMAO;                                                      
GENR AEGAO=AAEGAO/SUMAO;                                                      
GENR AISAO=AAISAO/SUMAO;                                                      
GENR AKEAO=AAKEAO/SUMAO;                                                      
GENR ABAAO=AABAAO/SUMAO;                                                      
GENR AHKAO=AAHKAO/SUMAO;                                                      
GENR ASIAO=AASIAO/SUMAO;                                                      
GENR AVIAO=AAVIAO/SUMAO;                                                      
GENR ANIAO=AANIAO/SUMAO;                                                      
GENR AALAO=AAALAO/SUMAO;                                                      
GENR AIAAO=AAIAAO/SUMAO;                                                      
GENR AINAO=AAINAO/SUMAO;                                                      
GENR AIQAO=AAIQAO/SUMAO;                                                      
GENR AKUAO=AAKUAO/SUMAO;                                                      
GENR ALIAO=AALIAO/SUMAO;                                                      
GENR AUAAO=AAUAAO/SUMAO;                                                      
@                                                                             
@ End of dividing by sums                                                     
@                                                                             
@ Begin PMP, X00$, and PW$                                                    
@                                                                             
IDENT USPMP =(USE /USE00 )*(                                                  
             ACAUS*CAPX$ +AJAUS*JAPX$ +AAUUS*AUPX$ +AFRUS*FRPX$ +AGEUS*GEPX$ +
AITUS*ITPX$ +ANEUS*NEPX$ +ASTUS*STPX$ +AUKUS*UKPX$ +AFIUS*FIPX$ +AASUS*ASPX$ +
ASOUS*SOPX$ +AKOUS*KOPX$ +ABEUS*BEPX$Q+ADEUS*DEPX$Q+ANOUS*NOPX$Q+ASWUS*SWPX$Q+
AGRUS*GRPX$Q+AIRUS*IRPX$Q+APOUS*POPX$Q+ASPUS*SPPX$Q+ANZUS*NZPX$Q+ASAUS*SAPX$Q+
AVEUS*VEPX$Q+ACOUS*COPX$Q+AJOUS*JOPX$Q+ASYUS*SYPX$Q+AIDUS*IDPX$Q+AMAUS*MAPX$Q+
APAUS*PAPX$Q+APHUS*PHPX$Q+ATHUS*THPX$Q+ACHUS*CHPX$Q+AARUS*ARPX$Q+ABRUS*BRPX$Q+
ACEUS*CEPX$Q+AMEUS*MEPX$Q+APEUS*PEPX$Q+ATUUS*TUPX$ +APDUS*PDPX$ +ARUUS*RUPX$ +
AUEUS*UEPX$ +AEGUS*EGPX$ +AISUS*ISPX$ +AKEUS*KEPX$ +ABAUS*BAPX$ +AHKUS*HKPX$ +
ASIUS*SIPX$ +AVIUS*VIPX$ +ANIUS*NIPX$ +AALUS*ALPX$ +AIAUS*IAPX$ +AINUS*INPX$ +
AIQUS*IQPX$ +AKUUS*KUPX$ +ALIUS*LIPX$ +AUAUS*UAPX$);                          
IDENT CAPMP =(CAE /CAE00 )*(                                                  
AUSCA*USPX$ +             AJACA*JAPX$ +AAUCA*AUPX$ +AFRCA*FRPX$ +AGECA*GEPX$ +
AITCA*ITPX$ +ANECA*NEPX$ +ASTCA*STPX$ +AUKCA*UKPX$ +AFICA*FIPX$ +AASCA*ASPX$ +
ASOCA*SOPX$ +AKOCA*KOPX$ +ABECA*BEPX$Q+ADECA*DEPX$Q+ANOCA*NOPX$Q+ASWCA*SWPX$Q+
AGRCA*GRPX$Q+AIRCA*IRPX$Q+APOCA*POPX$Q+ASPCA*SPPX$Q+ANZCA*NZPX$Q+ASACA*SAPX$Q+
AVECA*VEPX$Q+ACOCA*COPX$Q+AJOCA*JOPX$Q+ASYCA*SYPX$Q+AIDCA*IDPX$Q+AMACA*MAPX$Q+
APACA*PAPX$Q+APHCA*PHPX$Q+ATHCA*THPX$Q+ACHCA*CHPX$Q+AARCA*ARPX$Q+ABRCA*BRPX$Q+
ACECA*CEPX$Q+AMECA*MEPX$Q+APECA*PEPX$Q+ATUCA*TUPX$ +APDCA*PDPX$ +ARUCA*RUPX$ +
AUECA*UEPX$ +AEGCA*EGPX$ +AISCA*ISPX$ +AKECA*KEPX$ +ABACA*BAPX$ +AHKCA*HKPX$ +
ASICA*SIPX$ +AVICA*VIPX$ +ANICA*NIPX$ +AALCA*ALPX$ +AIACA*IAPX$ +AINCA*INPX$ +
AIQCA*IQPX$ +AKUCA*KUPX$ +ALICA*LIPX$ +AUACA*UAPX$);                          
IDENT JAPMP =(JAE /JAE00 )*(                                                  
AUSJA*USPX$ +ACAJA*CAPX$ +             AAUJA*AUPX$ +AFRJA*FRPX$ +AGEJA*GEPX$ +
AITJA*ITPX$ +ANEJA*NEPX$ +ASTJA*STPX$ +AUKJA*UKPX$ +AFIJA*FIPX$ +AASJA*ASPX$ +
ASOJA*SOPX$ +AKOJA*KOPX$ +ABEJA*BEPX$Q+ADEJA*DEPX$Q+ANOJA*NOPX$Q+ASWJA*SWPX$Q+
AGRJA*GRPX$Q+AIRJA*IRPX$Q+APOJA*POPX$Q+ASPJA*SPPX$Q+ANZJA*NZPX$Q+ASAJA*SAPX$Q+
AVEJA*VEPX$Q+ACOJA*COPX$Q+AJOJA*JOPX$Q+ASYJA*SYPX$Q+AIDJA*IDPX$Q+AMAJA*MAPX$Q+
APAJA*PAPX$Q+APHJA*PHPX$Q+ATHJA*THPX$Q+ACHJA*CHPX$Q+AARJA*ARPX$Q+ABRJA*BRPX$Q+
ACEJA*CEPX$Q+AMEJA*MEPX$Q+APEJA*PEPX$Q+ATUJA*TUPX$ +APDJA*PDPX$ +ARUJA*RUPX$ +
AUEJA*UEPX$ +AEGJA*EGPX$ +AISJA*ISPX$ +AKEJA*KEPX$ +ABAJA*BAPX$ +AHKJA*HKPX$ +
ASIJA*SIPX$ +AVIJA*VIPX$ +ANIJA*NIPX$ +AALJA*ALPX$ +AIAJA*IAPX$ +AINJA*INPX$ +
AIQJA*IQPX$ +AKUJA*KUPX$ +ALIJA*LIPX$ +AUAJA*UAPX$);                          
IDENT AUPMP =(AUE /AUE00 )*(                                                  
AUSAU*USPX$ +ACAAU*CAPX$ +AJAAU*JAPX$ +             AFRAU*FRPX$ +AGEAU*GEPX$ +
AITAU*ITPX$ +ANEAU*NEPX$ +ASTAU*STPX$ +AUKAU*UKPX$ +AFIAU*FIPX$ +AASAU*ASPX$ +
ASOAU*SOPX$ +AKOAU*KOPX$ +ABEAU*BEPX$Q+ADEAU*DEPX$Q+ANOAU*NOPX$Q+ASWAU*SWPX$Q+
AGRAU*GRPX$Q+AIRAU*IRPX$Q+APOAU*POPX$Q+ASPAU*SPPX$Q+ANZAU*NZPX$Q+ASAAU*SAPX$Q+
AVEAU*VEPX$Q+ACOAU*COPX$Q+AJOAU*JOPX$Q+ASYAU*SYPX$Q+AIDAU*IDPX$Q+AMAAU*MAPX$Q+
APAAU*PAPX$Q+APHAU*PHPX$Q+ATHAU*THPX$Q+ACHAU*CHPX$Q+AARAU*ARPX$Q+ABRAU*BRPX$Q+
ACEAU*CEPX$Q+AMEAU*MEPX$Q+APEAU*PEPX$Q+ATUAU*TUPX$ +APDAU*PDPX$ +ARUAU*RUPX$ +
AUEAU*UEPX$ +AEGAU*EGPX$ +AISAU*ISPX$ +AKEAU*KEPX$ +ABAAU*BAPX$ +AHKAU*HKPX$ +
ASIAU*SIPX$ +AVIAU*VIPX$ +ANIAU*NIPX$ +AALAU*ALPX$ +AIAAU*IAPX$ +AINAU*INPX$ +
AIQAU*IQPX$ +AKUAU*KUPX$ +ALIAU*LIPX$ +AUAAU*UAPX$);                          
IDENT FRPMP =(FRE /FRE00 )*(                                                  
AUSFR*USPX$ +ACAFR*CAPX$ +AJAFR*JAPX$ +AAUFR*AUPX$ +             AGEFR*GEPX$ +
AITFR*ITPX$ +ANEFR*NEPX$ +ASTFR*STPX$ +AUKFR*UKPX$ +AFIFR*FIPX$ +AASFR*ASPX$ +
ASOFR*SOPX$ +AKOFR*KOPX$ +ABEFR*BEPX$Q+ADEFR*DEPX$Q+ANOFR*NOPX$Q+ASWFR*SWPX$Q+
AGRFR*GRPX$Q+AIRFR*IRPX$Q+APOFR*POPX$Q+ASPFR*SPPX$Q+ANZFR*NZPX$Q+ASAFR*SAPX$Q+
AVEFR*VEPX$Q+ACOFR*COPX$Q+AJOFR*JOPX$Q+ASYFR*SYPX$Q+AIDFR*IDPX$Q+AMAFR*MAPX$Q+
APAFR*PAPX$Q+APHFR*PHPX$Q+ATHFR*THPX$Q+ACHFR*CHPX$Q+AARFR*ARPX$Q+ABRFR*BRPX$Q+
ACEFR*CEPX$Q+AMEFR*MEPX$Q+APEFR*PEPX$Q+ATUFR*TUPX$ +APDFR*PDPX$ +ARUFR*RUPX$ +
AUEFR*UEPX$ +AEGFR*EGPX$ +AISFR*ISPX$ +AKEFR*KEPX$ +ABAFR*BAPX$ +AHKFR*HKPX$ +
ASIFR*SIPX$ +AVIFR*VIPX$ +ANIFR*NIPX$ +AALFR*ALPX$ +AIAFR*IAPX$ +AINFR*INPX$ +
AIQFR*IQPX$ +AKUFR*KUPX$ +ALIFR*LIPX$ +AUAFR*UAPX$);                          
IDENT GEPMP =(GEE /GEE00 )*(                                                  
AUSGE*USPX$ +ACAGE*CAPX$ +AJAGE*JAPX$ +AAUGE*AUPX$ +AFRGE*FRPX$ +             
AITGE*ITPX$ +ANEGE*NEPX$ +ASTGE*STPX$ +AUKGE*UKPX$ +AFIGE*FIPX$ +AASGE*ASPX$ +
ASOGE*SOPX$ +AKOGE*KOPX$ +ABEGE*BEPX$Q+ADEGE*DEPX$Q+ANOGE*NOPX$Q+ASWGE*SWPX$Q+
AGRGE*GRPX$Q+AIRGE*IRPX$Q+APOGE*POPX$Q+ASPGE*SPPX$Q+ANZGE*NZPX$Q+ASAGE*SAPX$Q+
AVEGE*VEPX$Q+ACOGE*COPX$Q+AJOGE*JOPX$Q+ASYGE*SYPX$Q+AIDGE*IDPX$Q+AMAGE*MAPX$Q+
APAGE*PAPX$Q+APHGE*PHPX$Q+ATHGE*THPX$Q+ACHGE*CHPX$Q+AARGE*ARPX$Q+ABRGE*BRPX$Q+
ACEGE*CEPX$Q+AMEGE*MEPX$Q+APEGE*PEPX$Q+ATUGE*TUPX$ +APDGE*PDPX$ +ARUGE*RUPX$ +
AUEGE*UEPX$ +AEGGE*EGPX$ +AISGE*ISPX$ +AKEGE*KEPX$ +ABAGE*BAPX$ +AHKGE*HKPX$ +
ASIGE*SIPX$ +AVIGE*VIPX$ +ANIGE*NIPX$ +AALGE*ALPX$ +AIAGE*IAPX$ +AINGE*INPX$ +
AIQGE*IQPX$ +AKUGE*KUPX$ +ALIGE*LIPX$ +AUAGE*UAPX$);                          
IDENT ITPMP =(ITE /ITE00 )*(                                                  
AUSIT*USPX$ +ACAIT*CAPX$ +AJAIT*JAPX$ +AAUIT*AUPX$ +AFRIT*FRPX$ +AGEIT*GEPX$ +
             ANEIT*NEPX$ +ASTIT*STPX$ +AUKIT*UKPX$ +AFIIT*FIPX$ +AASIT*ASPX$ +
ASOIT*SOPX$ +AKOIT*KOPX$ +ABEIT*BEPX$Q+ADEIT*DEPX$Q+ANOIT*NOPX$Q+ASWIT*SWPX$Q+
AGRIT*GRPX$Q+AIRIT*IRPX$Q+APOIT*POPX$Q+ASPIT*SPPX$Q+ANZIT*NZPX$Q+ASAIT*SAPX$Q+
AVEIT*VEPX$Q+ACOIT*COPX$Q+AJOIT*JOPX$Q+ASYIT*SYPX$Q+AIDIT*IDPX$Q+AMAIT*MAPX$Q+
APAIT*PAPX$Q+APHIT*PHPX$Q+ATHIT*THPX$Q+ACHIT*CHPX$Q+AARIT*ARPX$Q+ABRIT*BRPX$Q+
ACEIT*CEPX$Q+AMEIT*MEPX$Q+APEIT*PEPX$Q+ATUIT*TUPX$ +APDIT*PDPX$ +ARUIT*RUPX$ +
AUEIT*UEPX$ +AEGIT*EGPX$ +AISIT*ISPX$ +AKEIT*KEPX$ +ABAIT*BAPX$ +AHKIT*HKPX$ +
ASIIT*SIPX$ +AVIIT*VIPX$ +ANIIT*NIPX$ +AALIT*ALPX$ +AIAIT*IAPX$ +AINIT*INPX$ +
AIQIT*IQPX$ +AKUIT*KUPX$ +ALIIT*LIPX$ +AUAIT*UAPX$);                          
IDENT NEPMP =(NEE /NEE00 )*(                                                  
AUSNE*USPX$ +ACANE*CAPX$ +AJANE*JAPX$ +AAUNE*AUPX$ +AFRNE*FRPX$ +AGENE*GEPX$ +
AITNE*ITPX$ +             ASTNE*STPX$ +AUKNE*UKPX$ +AFINE*FIPX$ +AASNE*ASPX$ +
ASONE*SOPX$ +AKONE*KOPX$ +ABENE*BEPX$Q+ADENE*DEPX$Q+ANONE*NOPX$Q+ASWNE*SWPX$Q+
AGRNE*GRPX$Q+AIRNE*IRPX$Q+APONE*POPX$Q+ASPNE*SPPX$Q+ANZNE*NZPX$Q+ASANE*SAPX$Q+
AVENE*VEPX$Q+ACONE*COPX$Q+AJONE*JOPX$Q+ASYNE*SYPX$Q+AIDNE*IDPX$Q+AMANE*MAPX$Q+
APANE*PAPX$Q+APHNE*PHPX$Q+ATHNE*THPX$Q+ACHNE*CHPX$Q+AARNE*ARPX$Q+ABRNE*BRPX$Q+
ACENE*CEPX$Q+AMENE*MEPX$Q+APENE*PEPX$Q+ATUNE*TUPX$ +APDNE*PDPX$ +ARUNE*RUPX$ +
AUENE*UEPX$ +AEGNE*EGPX$ +AISNE*ISPX$ +AKENE*KEPX$ +ABANE*BAPX$ +AHKNE*HKPX$ +
ASINE*SIPX$ +AVINE*VIPX$ +ANINE*NIPX$ +AALNE*ALPX$ +AIANE*IAPX$ +AINNE*INPX$ +
AIQNE*IQPX$ +AKUNE*KUPX$ +ALINE*LIPX$ +AUANE*UAPX$);                          
IDENT STPMP =(STE /STE00 )*(                                                  
AUSST*USPX$ +ACAST*CAPX$ +AJAST*JAPX$ +AAUST*AUPX$ +AFRST*FRPX$ +AGEST*GEPX$ +
AITST*ITPX$ +ANEST*NEPX$ +             AUKST*UKPX$ +AFIST*FIPX$ +AASST*ASPX$ +
ASOST*SOPX$ +AKOST*KOPX$ +ABEST*BEPX$Q+ADEST*DEPX$Q+ANOST*NOPX$Q+ASWST*SWPX$Q+
AGRST*GRPX$Q+AIRST*IRPX$Q+APOST*POPX$Q+ASPST*SPPX$Q+ANZST*NZPX$Q+ASAST*SAPX$Q+
AVEST*VEPX$Q+ACOST*COPX$Q+AJOST*JOPX$Q+ASYST*SYPX$Q+AIDST*IDPX$Q+AMAST*MAPX$Q+
APAST*PAPX$Q+APHST*PHPX$Q+ATHST*THPX$Q+ACHST*CHPX$Q+AARST*ARPX$Q+ABRST*BRPX$Q+
ACEST*CEPX$Q+AMEST*MEPX$Q+APEST*PEPX$Q+ATUST*TUPX$ +APDST*PDPX$ +ARUST*RUPX$ +
AUEST*UEPX$ +AEGST*EGPX$ +AISST*ISPX$ +AKEST*KEPX$ +ABAST*BAPX$ +AHKST*HKPX$ +
ASIST*SIPX$ +AVIST*VIPX$ +ANIST*NIPX$ +AALST*ALPX$ +AIAST*IAPX$ +AINST*INPX$ +
AIQST*IQPX$ +AKUST*KUPX$ +ALIST*LIPX$ +AUAST*UAPX$);                          
IDENT UKPMP =(UKE /UKE00 )*(                                                  
AUSUK*USPX$ +ACAUK*CAPX$ +AJAUK*JAPX$ +AAUUK*AUPX$ +AFRUK*FRPX$ +AGEUK*GEPX$ +
AITUK*ITPX$ +ANEUK*NEPX$ +ASTUK*STPX$ +             AFIUK*FIPX$ +AASUK*ASPX$ +
ASOUK*SOPX$ +AKOUK*KOPX$ +ABEUK*BEPX$Q+ADEUK*DEPX$Q+ANOUK*NOPX$Q+ASWUK*SWPX$Q+
AGRUK*GRPX$Q+AIRUK*IRPX$Q+APOUK*POPX$Q+ASPUK*SPPX$Q+ANZUK*NZPX$Q+ASAUK*SAPX$Q+
AVEUK*VEPX$Q+ACOUK*COPX$Q+AJOUK*JOPX$Q+ASYUK*SYPX$Q+AIDUK*IDPX$Q+AMAUK*MAPX$Q+
APAUK*PAPX$Q+APHUK*PHPX$Q+ATHUK*THPX$Q+ACHUK*CHPX$Q+AARUK*ARPX$Q+ABRUK*BRPX$Q+
ACEUK*CEPX$Q+AMEUK*MEPX$Q+APEUK*PEPX$Q+ATUUK*TUPX$ +APDUK*PDPX$ +ARUUK*RUPX$ +
AUEUK*UEPX$ +AEGUK*EGPX$ +AISUK*ISPX$ +AKEUK*KEPX$ +ABAUK*BAPX$ +AHKUK*HKPX$ +
ASIUK*SIPX$ +AVIUK*VIPX$ +ANIUK*NIPX$ +AALUK*ALPX$ +AIAUK*IAPX$ +AINUK*INPX$ +
AIQUK*IQPX$ +AKUUK*KUPX$ +ALIUK*LIPX$ +AUAUK*UAPX$);                          
IDENT FIPMP =(FIE /FIE00 )*(                                                  
AUSFI*USPX$ +ACAFI*CAPX$ +AJAFI*JAPX$ +AAUFI*AUPX$ +AFRFI*FRPX$ +AGEFI*GEPX$ +
AITFI*ITPX$ +ANEFI*NEPX$ +ASTFI*STPX$ +AUKFI*UKPX$ +             AASFI*ASPX$ +
ASOFI*SOPX$ +AKOFI*KOPX$ +ABEFI*BEPX$Q+ADEFI*DEPX$Q+ANOFI*NOPX$Q+ASWFI*SWPX$Q+
AGRFI*GRPX$Q+AIRFI*IRPX$Q+APOFI*POPX$Q+ASPFI*SPPX$Q+ANZFI*NZPX$Q+ASAFI*SAPX$Q+
AVEFI*VEPX$Q+ACOFI*COPX$Q+AJOFI*JOPX$Q+ASYFI*SYPX$Q+AIDFI*IDPX$Q+AMAFI*MAPX$Q+
APAFI*PAPX$Q+APHFI*PHPX$Q+ATHFI*THPX$Q+ACHFI*CHPX$Q+AARFI*ARPX$Q+ABRFI*BRPX$Q+
ACEFI*CEPX$Q+AMEFI*MEPX$Q+APEFI*PEPX$Q+ATUFI*TUPX$ +APDFI*PDPX$ +ARUFI*RUPX$ +
AUEFI*UEPX$ +AEGFI*EGPX$ +AISFI*ISPX$ +AKEFI*KEPX$ +ABAFI*BAPX$ +AHKFI*HKPX$ +
ASIFI*SIPX$ +AVIFI*VIPX$ +ANIFI*NIPX$ +AALFI*ALPX$ +AIAFI*IAPX$ +AINFI*INPX$ +
AIQFI*IQPX$ +AKUFI*KUPX$ +ALIFI*LIPX$ +AUAFI*UAPX$);                          
IDENT ASPMP =(ASE /ASE00 )*(                                                  
AUSAS*USPX$ +ACAAS*CAPX$ +AJAAS*JAPX$ +AAUAS*AUPX$ +AFRAS*FRPX$ +AGEAS*GEPX$ +
AITAS*ITPX$ +ANEAS*NEPX$ +ASTAS*STPX$ +AUKAS*UKPX$ +AFIAS*FIPX$ +             
ASOAS*SOPX$ +AKOAS*KOPX$ +ABEAS*BEPX$Q+ADEAS*DEPX$Q+ANOAS*NOPX$Q+ASWAS*SWPX$Q+
AGRAS*GRPX$Q+AIRAS*IRPX$Q+APOAS*POPX$Q+ASPAS*SPPX$Q+ANZAS*NZPX$Q+ASAAS*SAPX$Q+
AVEAS*VEPX$Q+ACOAS*COPX$Q+AJOAS*JOPX$Q+ASYAS*SYPX$Q+AIDAS*IDPX$Q+AMAAS*MAPX$Q+
APAAS*PAPX$Q+APHAS*PHPX$Q+ATHAS*THPX$Q+ACHAS*CHPX$Q+AARAS*ARPX$Q+ABRAS*BRPX$Q+
ACEAS*CEPX$Q+AMEAS*MEPX$Q+APEAS*PEPX$Q+ATUAS*TUPX$ +APDAS*PDPX$ +ARUAS*RUPX$ +
AUEAS*UEPX$ +AEGAS*EGPX$ +AISAS*ISPX$ +AKEAS*KEPX$ +ABAAS*BAPX$ +AHKAS*HKPX$ +
ASIAS*SIPX$ +AVIAS*VIPX$ +ANIAS*NIPX$ +AALAS*ALPX$ +AIAAS*IAPX$ +AINAS*INPX$ +
AIQAS*IQPX$ +AKUAS*KUPX$ +ALIAS*LIPX$ +AUAAS*UAPX$);                          
IDENT SOPMP =(SOE /SOE00 )*(                                                  
AUSSO*USPX$ +ACASO*CAPX$ +AJASO*JAPX$ +AAUSO*AUPX$ +AFRSO*FRPX$ +AGESO*GEPX$ +
AITSO*ITPX$ +ANESO*NEPX$ +ASTSO*STPX$ +AUKSO*UKPX$ +AFISO*FIPX$ +AASSO*ASPX$ +
             AKOSO*KOPX$ +ABESO*BEPX$Q+ADESO*DEPX$Q+ANOSO*NOPX$Q+ASWSO*SWPX$Q+
AGRSO*GRPX$Q+AIRSO*IRPX$Q+APOSO*POPX$Q+ASPSO*SPPX$Q+ANZSO*NZPX$Q+ASASO*SAPX$Q+
AVESO*VEPX$Q+ACOSO*COPX$Q+AJOSO*JOPX$Q+ASYSO*SYPX$Q+AIDSO*IDPX$Q+AMASO*MAPX$Q+
APASO*PAPX$Q+APHSO*PHPX$Q+ATHSO*THPX$Q+ACHSO*CHPX$Q+AARSO*ARPX$Q+ABRSO*BRPX$Q+
ACESO*CEPX$Q+AMESO*MEPX$Q+APESO*PEPX$Q+ATUSO*TUPX$ +APDSO*PDPX$ +ARUSO*RUPX$ +
AUESO*UEPX$ +AEGSO*EGPX$ +AISSO*ISPX$ +AKESO*KEPX$ +ABASO*BAPX$ +AHKSO*HKPX$ +
ASISO*SIPX$ +AVISO*VIPX$ +ANISO*NIPX$ +AALSO*ALPX$ +AIASO*IAPX$ +AINSO*INPX$ +
AIQSO*IQPX$ +AKUSO*KUPX$ +ALISO*LIPX$ +AUASO*UAPX$);                          
IDENT KOPMP =(KOE /KOE00 )*(                                                  
AUSKO*USPX$ +ACAKO*CAPX$ +AJAKO*JAPX$ +AAUKO*AUPX$ +AFRKO*FRPX$ +AGEKO*GEPX$ +
AITKO*ITPX$ +ANEKO*NEPX$ +ASTKO*STPX$ +AUKKO*UKPX$ +AFIKO*FIPX$ +AASKO*ASPX$ +
ASOKO*SOPX$ +             ABEKO*BEPX$Q+ADEKO*DEPX$Q+ANOKO*NOPX$Q+ASWKO*SWPX$Q+
AGRKO*GRPX$Q+AIRKO*IRPX$Q+APOKO*POPX$Q+ASPKO*SPPX$Q+ANZKO*NZPX$Q+ASAKO*SAPX$Q+
AVEKO*VEPX$Q+ACOKO*COPX$Q+AJOKO*JOPX$Q+ASYKO*SYPX$Q+AIDKO*IDPX$Q+AMAKO*MAPX$Q+
APAKO*PAPX$Q+APHKO*PHPX$Q+ATHKO*THPX$Q+ACHKO*CHPX$Q+AARKO*ARPX$Q+ABRKO*BRPX$Q+
ACEKO*CEPX$Q+AMEKO*MEPX$Q+APEKO*PEPX$Q+ATUKO*TUPX$ +APDKO*PDPX$ +ARUKO*RUPX$ +
AUEKO*UEPX$ +AEGKO*EGPX$ +AISKO*ISPX$ +AKEKO*KEPX$ +ABAKO*BAPX$ +AHKKO*HKPX$ +
ASIKO*SIPX$ +AVIKO*VIPX$ +ANIKO*NIPX$ +AALKO*ALPX$ +AIAKO*IAPX$ +AINKO*INPX$ +
AIQKO*IQPX$ +AKUKO*KUPX$ +ALIKO*LIPX$ +AUAKO*UAPX$);                          
IDENT BEPMPQ=(BEEQ/BEE00Z)*(                                                  
AUSBE*USPX$ +ACABE*CAPX$ +AJABE*JAPX$ +AAUBE*AUPX$ +AFRBE*FRPX$ +AGEBE*GEPX$ +
AITBE*ITPX$ +ANEBE*NEPX$ +ASTBE*STPX$ +AUKBE*UKPX$ +AFIBE*FIPX$ +AASBE*ASPX$ +
ASOBE*SOPX$ +AKOBE*KOPX$ +             ADEBE*DEPX$Q+ANOBE*NOPX$Q+ASWBE*SWPX$Q+
AGRBE*GRPX$Q+AIRBE*IRPX$Q+APOBE*POPX$Q+ASPBE*SPPX$Q+ANZBE*NZPX$Q+ASABE*SAPX$Q+
AVEBE*VEPX$Q+ACOBE*COPX$Q+AJOBE*JOPX$Q+ASYBE*SYPX$Q+AIDBE*IDPX$Q+AMABE*MAPX$Q+
APABE*PAPX$Q+APHBE*PHPX$Q+ATHBE*THPX$Q+ACHBE*CHPX$Q+AARBE*ARPX$Q+ABRBE*BRPX$Q+
ACEBE*CEPX$Q+AMEBE*MEPX$Q+APEBE*PEPX$Q+ATUBE*TUPX$ +APDBE*PDPX$ +ARUBE*RUPX$ +
AUEBE*UEPX$ +AEGBE*EGPX$ +AISBE*ISPX$ +AKEBE*KEPX$ +ABABE*BAPX$ +AHKBE*HKPX$ +
ASIBE*SIPX$ +AVIBE*VIPX$ +ANIBE*NIPX$ +AALBE*ALPX$ +AIABE*IAPX$ +AINBE*INPX$ +
AIQBE*IQPX$ +AKUBE*KUPX$ +ALIBE*LIPX$ +AUABE*UAPX$);                          
IDENT DEPMPQ=(DEEQ/DEE00Z)*(                                                  
AUSDE*USPX$ +ACADE*CAPX$ +AJADE*JAPX$ +AAUDE*AUPX$ +AFRDE*FRPX$ +AGEDE*GEPX$ +
AITDE*ITPX$ +ANEDE*NEPX$ +ASTDE*STPX$ +AUKDE*UKPX$ +AFIDE*FIPX$ +AASDE*ASPX$ +
ASODE*SOPX$ +AKODE*KOPX$ +ABEDE*BEPX$Q+             ANODE*NOPX$Q+ASWDE*SWPX$Q+
AGRDE*GRPX$Q+AIRDE*IRPX$Q+APODE*POPX$Q+ASPDE*SPPX$Q+ANZDE*NZPX$Q+ASADE*SAPX$Q+
AVEDE*VEPX$Q+ACODE*COPX$Q+AJODE*JOPX$Q+ASYDE*SYPX$Q+AIDDE*IDPX$Q+AMADE*MAPX$Q+
APADE*PAPX$Q+APHDE*PHPX$Q+ATHDE*THPX$Q+ACHDE*CHPX$Q+AARDE*ARPX$Q+ABRDE*BRPX$Q+
ACEDE*CEPX$Q+AMEDE*MEPX$Q+APEDE*PEPX$Q+ATUDE*TUPX$ +APDDE*PDPX$ +ARUDE*RUPX$ +
AUEDE*UEPX$ +AEGDE*EGPX$ +AISDE*ISPX$ +AKEDE*KEPX$ +ABADE*BAPX$ +AHKDE*HKPX$ +
ASIDE*SIPX$ +AVIDE*VIPX$ +ANIDE*NIPX$ +AALDE*ALPX$ +AIADE*IAPX$ +AINDE*INPX$ +
AIQDE*IQPX$ +AKUDE*KUPX$ +ALIDE*LIPX$ +AUADE*UAPX$);                          
IDENT NOPMPQ=(NOEQ/NOE00Z)*(                                                  
AUSNO*USPX$ +ACANO*CAPX$ +AJANO*JAPX$ +AAUNO*AUPX$ +AFRNO*FRPX$ +AGENO*GEPX$ +
AITNO*ITPX$ +ANENO*NEPX$ +ASTNO*STPX$ +AUKNO*UKPX$ +AFINO*FIPX$ +AASNO*ASPX$ +
ASONO*SOPX$ +AKONO*KOPX$ +ABENO*BEPX$Q+ADENO*DEPX$Q+             ASWNO*SWPX$Q+
AGRNO*GRPX$Q+AIRNO*IRPX$Q+APONO*POPX$Q+ASPNO*SPPX$Q+ANZNO*NZPX$Q+ASANO*SAPX$Q+
AVENO*VEPX$Q+ACONO*COPX$Q+AJONO*JOPX$Q+ASYNO*SYPX$Q+AIDNO*IDPX$Q+AMANO*MAPX$Q+
APANO*PAPX$Q+APHNO*PHPX$Q+ATHNO*THPX$Q+ACHNO*CHPX$Q+AARNO*ARPX$Q+ABRNO*BRPX$Q+
ACENO*CEPX$Q+AMENO*MEPX$Q+APENO*PEPX$Q+ATUNO*TUPX$ +APDNO*PDPX$ +ARUNO*RUPX$ +
AUENO*UEPX$ +AEGNO*EGPX$ +AISNO*ISPX$ +AKENO*KEPX$ +ABANO*BAPX$ +AHKNO*HKPX$ +
ASINO*SIPX$ +AVINO*VIPX$ +ANINO*NIPX$ +AALNO*ALPX$ +AIANO*IAPX$ +AINNO*INPX$ +
AIQNO*IQPX$ +AKUNO*KUPX$ +ALINO*LIPX$ +AUANO*UAPX$);                          
IDENT SWPMPQ=(SWEQ/SWE00Z)*(                                                  
AUSSW*USPX$ +ACASW*CAPX$ +AJASW*JAPX$ +AAUSW*AUPX$ +AFRSW*FRPX$ +AGESW*GEPX$ +
AITSW*ITPX$ +ANESW*NEPX$ +ASTSW*STPX$ +AUKSW*UKPX$ +AFISW*FIPX$ +AASSW*ASPX$ +
ASOSW*SOPX$ +AKOSW*KOPX$ +ABESW*BEPX$Q+ADESW*DEPX$Q+ANOSW*NOPX$Q+             
AGRSW*GRPX$Q+AIRSW*IRPX$Q+APOSW*POPX$Q+ASPSW*SPPX$Q+ANZSW*NZPX$Q+ASASW*SAPX$Q+
AVESW*VEPX$Q+ACOSW*COPX$Q+AJOSW*JOPX$Q+ASYSW*SYPX$Q+AIDSW*IDPX$Q+AMASW*MAPX$Q+
APASW*PAPX$Q+APHSW*PHPX$Q+ATHSW*THPX$Q+ACHSW*CHPX$Q+AARSW*ARPX$Q+ABRSW*BRPX$Q+
ACESW*CEPX$Q+AMESW*MEPX$Q+APESW*PEPX$Q+ATUSW*TUPX$ +APDSW*PDPX$ +ARUSW*RUPX$ +
AUESW*UEPX$ +AEGSW*EGPX$ +AISSW*ISPX$ +AKESW*KEPX$ +ABASW*BAPX$ +AHKSW*HKPX$ +
ASISW*SIPX$ +AVISW*VIPX$ +ANISW*NIPX$ +AALSW*ALPX$ +AIASW*IAPX$ +AINSW*INPX$ +
AIQSW*IQPX$ +AKUSW*KUPX$ +ALISW*LIPX$ +AUASW*UAPX$);                          
IDENT GRPMPQ=(GREQ/GRE00Z)*(                                                  
AUSGR*USPX$ +ACAGR*CAPX$ +AJAGR*JAPX$ +AAUGR*AUPX$ +AFRGR*FRPX$ +AGEGR*GEPX$ +
AITGR*ITPX$ +ANEGR*NEPX$ +ASTGR*STPX$ +AUKGR*UKPX$ +AFIGR*FIPX$ +AASGR*ASPX$ +
ASOGR*SOPX$ +AKOGR*KOPX$ +ABEGR*BEPX$Q+ADEGR*DEPX$Q+ANOGR*NOPX$Q+ASWGR*SWPX$Q+
             AIRGR*IRPX$Q+APOGR*POPX$Q+ASPGR*SPPX$Q+ANZGR*NZPX$Q+ASAGR*SAPX$Q+
AVEGR*VEPX$Q+ACOGR*COPX$Q+AJOGR*JOPX$Q+ASYGR*SYPX$Q+AIDGR*IDPX$Q+AMAGR*MAPX$Q+
APAGR*PAPX$Q+APHGR*PHPX$Q+ATHGR*THPX$Q+ACHGR*CHPX$Q+AARGR*ARPX$Q+ABRGR*BRPX$Q+
ACEGR*CEPX$Q+AMEGR*MEPX$Q+APEGR*PEPX$Q+ATUGR*TUPX$ +APDGR*PDPX$ +ARUGR*RUPX$ +
AUEGR*UEPX$ +AEGGR*EGPX$ +AISGR*ISPX$ +AKEGR*KEPX$ +ABAGR*BAPX$ +AHKGR*HKPX$ +
ASIGR*SIPX$ +AVIGR*VIPX$ +ANIGR*NIPX$ +AALGR*ALPX$ +AIAGR*IAPX$ +AINGR*INPX$ +
AIQGR*IQPX$ +AKUGR*KUPX$ +ALIGR*LIPX$ +AUAGR*UAPX$);                          
IDENT IRPMPQ=(IREQ/IRE00Z)*(                                                  
AUSIR*USPX$ +ACAIR*CAPX$ +AJAIR*JAPX$ +AAUIR*AUPX$ +AFRIR*FRPX$ +AGEIR*GEPX$ +
AITIR*ITPX$ +ANEIR*NEPX$ +ASTIR*STPX$ +AUKIR*UKPX$ +AFIIR*FIPX$ +AASIR*ASPX$ +
ASOIR*SOPX$ +AKOIR*KOPX$ +ABEIR*BEPX$Q+ADEIR*DEPX$Q+ANOIR*NOPX$Q+ASWIR*SWPX$Q+
AGRIR*GRPX$Q+             APOIR*POPX$Q+ASPIR*SPPX$Q+ANZIR*NZPX$Q+ASAIR*SAPX$Q+
AVEIR*VEPX$Q+ACOIR*COPX$Q+AJOIR*JOPX$Q+ASYIR*SYPX$Q+AIDIR*IDPX$Q+AMAIR*MAPX$Q+
APAIR*PAPX$Q+APHIR*PHPX$Q+ATHIR*THPX$Q+ACHIR*CHPX$Q+AARIR*ARPX$Q+ABRIR*BRPX$Q+
ACEIR*CEPX$Q+AMEIR*MEPX$Q+APEIR*PEPX$Q+ATUIR*TUPX$ +APDIR*PDPX$ +ARUIR*RUPX$ +
AUEIR*UEPX$ +AEGIR*EGPX$ +AISIR*ISPX$ +AKEIR*KEPX$ +ABAIR*BAPX$ +AHKIR*HKPX$ +
ASIIR*SIPX$ +AVIIR*VIPX$ +ANIIR*NIPX$ +AALIR*ALPX$ +AIAIR*IAPX$ +AINIR*INPX$ +
AIQIR*IQPX$ +AKUIR*KUPX$ +ALIIR*LIPX$ +AUAIR*UAPX$);                          
IDENT POPMPQ=(POEQ/POE00Z)*(                                                  
AUSPO*USPX$ +ACAPO*CAPX$ +AJAPO*JAPX$ +AAUPO*AUPX$ +AFRPO*FRPX$ +AGEPO*GEPX$ +
AITPO*ITPX$ +ANEPO*NEPX$ +ASTPO*STPX$ +AUKPO*UKPX$ +AFIPO*FIPX$ +AASPO*ASPX$ +
ASOPO*SOPX$ +AKOPO*KOPX$ +ABEPO*BEPX$Q+ADEPO*DEPX$Q+ANOPO*NOPX$Q+ASWPO*SWPX$Q+
AGRPO*GRPX$Q+AIRPO*IRPX$Q+             ASPPO*SPPX$Q+ANZPO*NZPX$Q+ASAPO*SAPX$Q+
AVEPO*VEPX$Q+ACOPO*COPX$Q+AJOPO*JOPX$Q+ASYPO*SYPX$Q+AIDPO*IDPX$Q+AMAPO*MAPX$Q+
APAPO*PAPX$Q+APHPO*PHPX$Q+ATHPO*THPX$Q+ACHPO*CHPX$Q+AARPO*ARPX$Q+ABRPO*BRPX$Q+
ACEPO*CEPX$Q+AMEPO*MEPX$Q+APEPO*PEPX$Q+ATUPO*TUPX$ +APDPO*PDPX$ +ARUPO*RUPX$ +
AUEPO*UEPX$ +AEGPO*EGPX$ +AISPO*ISPX$ +AKEPO*KEPX$ +ABAPO*BAPX$ +AHKPO*HKPX$ +
ASIPO*SIPX$ +AVIPO*VIPX$ +ANIPO*NIPX$ +AALPO*ALPX$ +AIAPO*IAPX$ +AINPO*INPX$ +
AIQPO*IQPX$ +AKUPO*KUPX$ +ALIPO*LIPX$ +AUAPO*UAPX$);                          
IDENT SPPMPQ=(SPEQ/SPE00Z)*(                                                  
AUSSP*USPX$ +ACASP*CAPX$ +AJASP*JAPX$ +AAUSP*AUPX$ +AFRSP*FRPX$ +AGESP*GEPX$ +
AITSP*ITPX$ +ANESP*NEPX$ +ASTSP*STPX$ +AUKSP*UKPX$ +AFISP*FIPX$ +AASSP*ASPX$ +
ASOSP*SOPX$ +AKOSP*KOPX$ +ABESP*BEPX$Q+ADESP*DEPX$Q+ANOSP*NOPX$Q+ASWSP*SWPX$Q+
AGRSP*GRPX$Q+AIRSP*IRPX$Q+APOSP*POPX$Q+             ANZSP*NZPX$Q+ASASP*SAPX$Q+
AVESP*VEPX$Q+ACOSP*COPX$Q+AJOSP*JOPX$Q+ASYSP*SYPX$Q+AIDSP*IDPX$Q+AMASP*MAPX$Q+
APASP*PAPX$Q+APHSP*PHPX$Q+ATHSP*THPX$Q+ACHSP*CHPX$Q+AARSP*ARPX$Q+ABRSP*BRPX$Q+
ACESP*CEPX$Q+AMESP*MEPX$Q+APESP*PEPX$Q+ATUSP*TUPX$ +APDSP*PDPX$ +ARUSP*RUPX$ +
AUESP*UEPX$ +AEGSP*EGPX$ +AISSP*ISPX$ +AKESP*KEPX$ +ABASP*BAPX$ +AHKSP*HKPX$ +
ASISP*SIPX$ +AVISP*VIPX$ +ANISP*NIPX$ +AALSP*ALPX$ +AIASP*IAPX$ +AINSP*INPX$ +
AIQSP*IQPX$ +AKUSP*KUPX$ +ALISP*LIPX$ +AUASP*UAPX$);                          
IDENT NZPMPQ=(NZEQ/NZE00Z)*(                                                  
AUSNZ*USPX$ +ACANZ*CAPX$ +AJANZ*JAPX$ +AAUNZ*AUPX$ +AFRNZ*FRPX$ +AGENZ*GEPX$ +
AITNZ*ITPX$ +ANENZ*NEPX$ +ASTNZ*STPX$ +AUKNZ*UKPX$ +AFINZ*FIPX$ +AASNZ*ASPX$ +
ASONZ*SOPX$ +AKONZ*KOPX$ +ABENZ*BEPX$Q+ADENZ*DEPX$Q+ANONZ*NOPX$Q+ASWNZ*SWPX$Q+
AGRNZ*GRPX$Q+AIRNZ*IRPX$Q+APONZ*POPX$Q+ASPNZ*SPPX$Q+             ASANZ*SAPX$Q+
AVENZ*VEPX$Q+ACONZ*COPX$Q+AJONZ*JOPX$Q+ASYNZ*SYPX$Q+AIDNZ*IDPX$Q+AMANZ*MAPX$Q+
APANZ*PAPX$Q+APHNZ*PHPX$Q+ATHNZ*THPX$Q+ACHNZ*CHPX$Q+AARNZ*ARPX$Q+ABRNZ*BRPX$Q+
ACENZ*CEPX$Q+AMENZ*MEPX$Q+APENZ*PEPX$Q+ATUNZ*TUPX$ +APDNZ*PDPX$ +ARUNZ*RUPX$ +
AUENZ*UEPX$ +AEGNZ*EGPX$ +AISNZ*ISPX$ +AKENZ*KEPX$ +ABANZ*BAPX$ +AHKNZ*HKPX$ +
ASINZ*SIPX$ +AVINZ*VIPX$ +ANINZ*NIPX$ +AALNZ*ALPX$ +AIANZ*IAPX$ +AINNZ*INPX$ +
AIQNZ*IQPX$ +AKUNZ*KUPX$ +ALINZ*LIPX$ +AUANZ*UAPX$);                          
IDENT SAPMPQ=(SAEQ/SAE00Z)*(                                                  
AUSSA*USPX$ +ACASA*CAPX$ +AJASA*JAPX$ +AAUSA*AUPX$ +AFRSA*FRPX$ +AGESA*GEPX$ +
AITSA*ITPX$ +ANESA*NEPX$ +ASTSA*STPX$ +AUKSA*UKPX$ +AFISA*FIPX$ +AASSA*ASPX$ +
ASOSA*SOPX$ +AKOSA*KOPX$ +ABESA*BEPX$Q+ADESA*DEPX$Q+ANOSA*NOPX$Q+ASWSA*SWPX$Q+
AGRSA*GRPX$Q+AIRSA*IRPX$Q+APOSA*POPX$Q+ASPSA*SPPX$Q+ANZSA*NZPX$Q+             
AVESA*VEPX$Q+ACOSA*COPX$Q+AJOSA*JOPX$Q+ASYSA*SYPX$Q+AIDSA*IDPX$Q+AMASA*MAPX$Q+
APASA*PAPX$Q+APHSA*PHPX$Q+ATHSA*THPX$Q+ACHSA*CHPX$Q+AARSA*ARPX$Q+ABRSA*BRPX$Q+
ACESA*CEPX$Q+AMESA*MEPX$Q+APESA*PEPX$Q+ATUSA*TUPX$ +APDSA*PDPX$ +ARUSA*RUPX$ +
AUESA*UEPX$ +AEGSA*EGPX$ +AISSA*ISPX$ +AKESA*KEPX$ +ABASA*BAPX$ +AHKSA*HKPX$ +
ASISA*SIPX$ +AVISA*VIPX$ +ANISA*NIPX$ +AALSA*ALPX$ +AIASA*IAPX$ +AINSA*INPX$ +
AIQSA*IQPX$ +AKUSA*KUPX$ +ALISA*LIPX$ +AUASA*UAPX$);                          
IDENT VEPMPQ=(VEEQ/VEE00Z)*(                                                  
AUSVE*USPX$ +ACAVE*CAPX$ +AJAVE*JAPX$ +AAUVE*AUPX$ +AFRVE*FRPX$ +AGEVE*GEPX$ +
AITVE*ITPX$ +ANEVE*NEPX$ +ASTVE*STPX$ +AUKVE*UKPX$ +AFIVE*FIPX$ +AASVE*ASPX$ +
ASOVE*SOPX$ +AKOVE*KOPX$ +ABEVE*BEPX$Q+ADEVE*DEPX$Q+ANOVE*NOPX$Q+ASWVE*SWPX$Q+
AGRVE*GRPX$Q+AIRVE*IRPX$Q+APOVE*POPX$Q+ASPVE*SPPX$Q+ANZVE*NZPX$Q+ASAVE*SAPX$Q+
             ACOVE*COPX$Q+AJOVE*JOPX$Q+ASYVE*SYPX$Q+AIDVE*IDPX$Q+AMAVE*MAPX$Q+
APAVE*PAPX$Q+APHVE*PHPX$Q+ATHVE*THPX$Q+ACHVE*CHPX$Q+AARVE*ARPX$Q+ABRVE*BRPX$Q+
ACEVE*CEPX$Q+AMEVE*MEPX$Q+APEVE*PEPX$Q+ATUVE*TUPX$ +APDVE*PDPX$ +ARUVE*RUPX$ +
AUEVE*UEPX$ +AEGVE*EGPX$ +AISVE*ISPX$ +AKEVE*KEPX$ +ABAVE*BAPX$ +AHKVE*HKPX$ +
ASIVE*SIPX$ +AVIVE*VIPX$ +ANIVE*NIPX$ +AALVE*ALPX$ +AIAVE*IAPX$ +AINVE*INPX$ +
AIQVE*IQPX$ +AKUVE*KUPX$ +ALIVE*LIPX$ +AUAVE*UAPX$);                          
IDENT COPMPQ=(COEQ/COE00Z)*(                                                  
AUSCO*USPX$ +ACACO*CAPX$ +AJACO*JAPX$ +AAUCO*AUPX$ +AFRCO*FRPX$ +AGECO*GEPX$ +
AITCO*ITPX$ +ANECO*NEPX$ +ASTCO*STPX$ +AUKCO*UKPX$ +AFICO*FIPX$ +AASCO*ASPX$ +
ASOCO*SOPX$ +AKOCO*KOPX$ +ABECO*BEPX$Q+ADECO*DEPX$Q+ANOCO*NOPX$Q+ASWCO*SWPX$Q+
AGRCO*GRPX$Q+AIRCO*IRPX$Q+APOCO*POPX$Q+ASPCO*SPPX$Q+ANZCO*NZPX$Q+ASACO*SAPX$Q+
AVECO*VEPX$Q+             AJOCO*JOPX$Q+ASYCO*SYPX$Q+AIDCO*IDPX$Q+AMACO*MAPX$Q+
APACO*PAPX$Q+APHCO*PHPX$Q+ATHCO*THPX$Q+ACHCO*CHPX$Q+AARCO*ARPX$Q+ABRCO*BRPX$Q+
ACECO*CEPX$Q+AMECO*MEPX$Q+APECO*PEPX$Q+ATUCO*TUPX$ +APDCO*PDPX$ +ARUCO*RUPX$ +
AUECO*UEPX$ +AEGCO*EGPX$ +AISCO*ISPX$ +AKECO*KEPX$ +ABACO*BAPX$ +AHKCO*HKPX$ +
ASICO*SIPX$ +AVICO*VIPX$ +ANICO*NIPX$ +AALCO*ALPX$ +AIACO*IAPX$ +AINCO*INPX$ +
AIQCO*IQPX$ +AKUCO*KUPX$ +ALICO*LIPX$ +AUACO*UAPX$);                          
IDENT JOPMPQ=(JOEQ/JOE00Z)*(                                                  
AUSJO*USPX$ +ACAJO*CAPX$ +AJAJO*JAPX$ +AAUJO*AUPX$ +AFRJO*FRPX$ +AGEJO*GEPX$ +
AITJO*ITPX$ +ANEJO*NEPX$ +ASTJO*STPX$ +AUKJO*UKPX$ +AFIJO*FIPX$ +AASJO*ASPX$ +
ASOJO*SOPX$ +AKOJO*KOPX$ +ABEJO*BEPX$Q+ADEJO*DEPX$Q+ANOJO*NOPX$Q+ASWJO*SWPX$Q+
AGRJO*GRPX$Q+AIRJO*IRPX$Q+APOJO*POPX$Q+ASPJO*SPPX$Q+ANZJO*NZPX$Q+ASAJO*SAPX$Q+
AVEJO*VEPX$Q+ACOJO*COPX$Q+             ASYJO*SYPX$Q+AIDJO*IDPX$Q+AMAJO*MAPX$Q+
APAJO*PAPX$Q+APHJO*PHPX$Q+ATHJO*THPX$Q+ACHJO*CHPX$Q+AARJO*ARPX$Q+ABRJO*BRPX$Q+
ACEJO*CEPX$Q+AMEJO*MEPX$Q+APEJO*PEPX$Q+ATUJO*TUPX$ +APDJO*PDPX$ +ARUJO*RUPX$ +
AUEJO*UEPX$ +AEGJO*EGPX$ +AISJO*ISPX$ +AKEJO*KEPX$ +ABAJO*BAPX$ +AHKJO*HKPX$ +
ASIJO*SIPX$ +AVIJO*VIPX$ +ANIJO*NIPX$ +AALJO*ALPX$ +AIAJO*IAPX$ +AINJO*INPX$ +
AIQJO*IQPX$ +AKUJO*KUPX$ +ALIJO*LIPX$ +AUAJO*UAPX$);                          
IDENT SYPMPQ=(SYEQ/SYE00Z)*(                                                  
AUSSY*USPX$ +ACASY*CAPX$ +AJASY*JAPX$ +AAUSY*AUPX$ +AFRSY*FRPX$ +AGESY*GEPX$ +
AITSY*ITPX$ +ANESY*NEPX$ +ASTSY*STPX$ +AUKSY*UKPX$ +AFISY*FIPX$ +AASSY*ASPX$ +
ASOSY*SOPX$ +AKOSY*KOPX$ +ABESY*BEPX$Q+ADESY*DEPX$Q+ANOSY*NOPX$Q+ASWSY*SWPX$Q+
AGRSY*GRPX$Q+AIRSY*IRPX$Q+APOSY*POPX$Q+ASPSY*SPPX$Q+ANZSY*NZPX$Q+ASASY*SAPX$Q+
AVESY*VEPX$Q+ACOSY*COPX$Q+AJOSY*JOPX$Q+             AIDSY*IDPX$Q+AMASY*MAPX$Q+
APASY*PAPX$Q+APHSY*PHPX$Q+ATHSY*THPX$Q+ACHSY*CHPX$Q+AARSY*ARPX$Q+ABRSY*BRPX$Q+
ACESY*CEPX$Q+AMESY*MEPX$Q+APESY*PEPX$Q+ATUSY*TUPX$ +APDSY*PDPX$ +ARUSY*RUPX$ +
AUESY*UEPX$ +AEGSY*EGPX$ +AISSY*ISPX$ +AKESY*KEPX$ +ABASY*BAPX$ +AHKSY*HKPX$ +
ASISY*SIPX$ +AVISY*VIPX$ +ANISY*NIPX$ +AALSY*ALPX$ +AIASY*IAPX$ +AINSY*INPX$ +
AIQSY*IQPX$ +AKUSY*KUPX$ +ALISY*LIPX$ +AUASY*UAPX$);                          
IDENT IDPMPQ=(IDEQ/IDE00Z)*(                                                  
AUSID*USPX$ +ACAID*CAPX$ +AJAID*JAPX$ +AAUID*AUPX$ +AFRID*FRPX$ +AGEID*GEPX$ +
AITID*ITPX$ +ANEID*NEPX$ +ASTID*STPX$ +AUKID*UKPX$ +AFIID*FIPX$ +AASID*ASPX$ +
ASOID*SOPX$ +AKOID*KOPX$ +ABEID*BEPX$Q+ADEID*DEPX$Q+ANOID*NOPX$Q+ASWID*SWPX$Q+
AGRID*GRPX$Q+AIRID*IRPX$Q+APOID*POPX$Q+ASPID*SPPX$Q+ANZID*NZPX$Q+ASAID*SAPX$Q+
AVEID*VEPX$Q+ACOID*COPX$Q+AJOID*JOPX$Q+ASYID*SYPX$Q+             AMAID*MAPX$Q+
APAID*PAPX$Q+APHID*PHPX$Q+ATHID*THPX$Q+ACHID*CHPX$Q+AARID*ARPX$Q+ABRID*BRPX$Q+
ACEID*CEPX$Q+AMEID*MEPX$Q+APEID*PEPX$Q+ATUID*TUPX$ +APDID*PDPX$ +ARUID*RUPX$ +
AUEID*UEPX$ +AEGID*EGPX$ +AISID*ISPX$ +AKEID*KEPX$ +ABAID*BAPX$ +AHKID*HKPX$ +
ASIID*SIPX$ +AVIID*VIPX$ +ANIID*NIPX$ +AALID*ALPX$ +AIAID*IAPX$ +AINID*INPX$ +
AIQID*IQPX$ +AKUID*KUPX$ +ALIID*LIPX$ +AUAID*UAPX$);                          
IDENT MAPMPQ=(MAEQ/MAE00Z)*(                                                  
AUSMA*USPX$ +ACAMA*CAPX$ +AJAMA*JAPX$ +AAUMA*AUPX$ +AFRMA*FRPX$ +AGEMA*GEPX$ +
AITMA*ITPX$ +ANEMA*NEPX$ +ASTMA*STPX$ +AUKMA*UKPX$ +AFIMA*FIPX$ +AASMA*ASPX$ +
ASOMA*SOPX$ +AKOMA*KOPX$ +ABEMA*BEPX$Q+ADEMA*DEPX$Q+ANOMA*NOPX$Q+ASWMA*SWPX$Q+
AGRMA*GRPX$Q+AIRMA*IRPX$Q+APOMA*POPX$Q+ASPMA*SPPX$Q+ANZMA*NZPX$Q+ASAMA*SAPX$Q+
AVEMA*VEPX$Q+ACOMA*COPX$Q+AJOMA*JOPX$Q+ASYMA*SYPX$Q+AIDMA*IDPX$Q+             
APAMA*PAPX$Q+APHMA*PHPX$Q+ATHMA*THPX$Q+ACHMA*CHPX$Q+AARMA*ARPX$Q+ABRMA*BRPX$Q+
ACEMA*CEPX$Q+AMEMA*MEPX$Q+APEMA*PEPX$Q+ATUMA*TUPX$ +APDMA*PDPX$ +ARUMA*RUPX$ +
AUEMA*UEPX$ +AEGMA*EGPX$ +AISMA*ISPX$ +AKEMA*KEPX$ +ABAMA*BAPX$ +AHKMA*HKPX$ +
ASIMA*SIPX$ +AVIMA*VIPX$ +ANIMA*NIPX$ +AALMA*ALPX$ +AIAMA*IAPX$ +AINMA*INPX$ +
AIQMA*IQPX$ +AKUMA*KUPX$ +ALIMA*LIPX$ +AUAMA*UAPX$);                          
IDENT PAPMPQ=(PAEQ/PAE00Z)*(                                                  
AUSPA*USPX$ +ACAPA*CAPX$ +AJAPA*JAPX$ +AAUPA*AUPX$ +AFRPA*FRPX$ +AGEPA*GEPX$ +
AITPA*ITPX$ +ANEPA*NEPX$ +ASTPA*STPX$ +AUKPA*UKPX$ +AFIPA*FIPX$ +AASPA*ASPX$ +
ASOPA*SOPX$ +AKOPA*KOPX$ +ABEPA*BEPX$Q+ADEPA*DEPX$Q+ANOPA*NOPX$Q+ASWPA*SWPX$Q+
AGRPA*GRPX$Q+AIRPA*IRPX$Q+APOPA*POPX$Q+ASPPA*SPPX$Q+ANZPA*NZPX$Q+ASAPA*SAPX$Q+
AVEPA*VEPX$Q+ACOPA*COPX$Q+AJOPA*JOPX$Q+ASYPA*SYPX$Q+AIDPA*IDPX$Q+AMAPA*MAPX$Q+
             APHPA*PHPX$Q+ATHPA*THPX$Q+ACHPA*CHPX$Q+AARPA*ARPX$Q+ABRPA*BRPX$Q+
ACEPA*CEPX$Q+AMEPA*MEPX$Q+APEPA*PEPX$Q+ATUPA*TUPX$ +APDPA*PDPX$ +ARUPA*RUPX$ +
AUEPA*UEPX$ +AEGPA*EGPX$ +AISPA*ISPX$ +AKEPA*KEPX$ +ABAPA*BAPX$ +AHKPA*HKPX$ +
ASIPA*SIPX$ +AVIPA*VIPX$ +ANIPA*NIPX$ +AALPA*ALPX$ +AIAPA*IAPX$ +AINPA*INPX$ +
AIQPA*IQPX$ +AKUPA*KUPX$ +ALIPA*LIPX$ +AUAPA*UAPX$);                          
IDENT PHPMPQ=(PHEQ/PHE00Z)*(                                                  
AUSPH*USPX$ +ACAPH*CAPX$ +AJAPH*JAPX$ +AAUPH*AUPX$ +AFRPH*FRPX$ +AGEPH*GEPX$ +
AITPH*ITPX$ +ANEPH*NEPX$ +ASTPH*STPX$ +AUKPH*UKPX$ +AFIPH*FIPX$ +AASPH*ASPX$ +
ASOPH*SOPX$ +AKOPH*KOPX$ +ABEPH*BEPX$Q+ADEPH*DEPX$Q+ANOPH*NOPX$Q+ASWPH*SWPX$Q+
AGRPH*GRPX$Q+AIRPH*IRPX$Q+APOPH*POPX$Q+ASPPH*SPPX$Q+ANZPH*NZPX$Q+ASAPH*SAPX$Q+
AVEPH*VEPX$Q+ACOPH*COPX$Q+AJOPH*JOPX$Q+ASYPH*SYPX$Q+AIDPH*IDPX$Q+AMAPH*MAPX$Q+
APAPH*PAPX$Q+             ATHPH*THPX$Q+ACHPH*CHPX$Q+AARPH*ARPX$Q+ABRPH*BRPX$Q+
ACEPH*CEPX$Q+AMEPH*MEPX$Q+APEPH*PEPX$Q+ATUPH*TUPX$ +APDPH*PDPX$ +ARUPH*RUPX$ +
AUEPH*UEPX$ +AEGPH*EGPX$ +AISPH*ISPX$ +AKEPH*KEPX$ +ABAPH*BAPX$ +AHKPH*HKPX$ +
ASIPH*SIPX$ +AVIPH*VIPX$ +ANIPH*NIPX$ +AALPH*ALPX$ +AIAPH*IAPX$ +AINPH*INPX$ +
AIQPH*IQPX$ +AKUPH*KUPX$ +ALIPH*LIPX$ +AUAPH*UAPX$);                          
IDENT THPMPQ=(THEQ/THE00Z)*(                                                  
AUSTH*USPX$ +ACATH*CAPX$ +AJATH*JAPX$ +AAUTH*AUPX$ +AFRTH*FRPX$ +AGETH*GEPX$ +
AITTH*ITPX$ +ANETH*NEPX$ +ASTTH*STPX$ +AUKTH*UKPX$ +AFITH*FIPX$ +AASTH*ASPX$ +
ASOTH*SOPX$ +AKOTH*KOPX$ +ABETH*BEPX$Q+ADETH*DEPX$Q+ANOTH*NOPX$Q+ASWTH*SWPX$Q+
AGRTH*GRPX$Q+AIRTH*IRPX$Q+APOTH*POPX$Q+ASPTH*SPPX$Q+ANZTH*NZPX$Q+ASATH*SAPX$Q+
AVETH*VEPX$Q+ACOTH*COPX$Q+AJOTH*JOPX$Q+ASYTH*SYPX$Q+AIDTH*IDPX$Q+AMATH*MAPX$Q+
APATH*PAPX$Q+APHTH*PHPX$Q+             ACHTH*CHPX$Q+AARTH*ARPX$Q+ABRTH*BRPX$Q+
ACETH*CEPX$Q+AMETH*MEPX$Q+APETH*PEPX$Q+ATUTH*TUPX$ +APDTH*PDPX$ +ARUTH*RUPX$ +
AUETH*UEPX$ +AEGTH*EGPX$ +AISTH*ISPX$ +AKETH*KEPX$ +ABATH*BAPX$ +AHKTH*HKPX$ +
ASITH*SIPX$ +AVITH*VIPX$ +ANITH*NIPX$ +AALTH*ALPX$ +AIATH*IAPX$ +AINTH*INPX$ +
AIQTH*IQPX$ +AKUTH*KUPX$ +ALITH*LIPX$ +AUATH*UAPX$);                          
IDENT CHPMPQ=(CHEQ/CHE00Z)*(                                                  
AUSCH*USPX$ +ACACH*CAPX$ +AJACH*JAPX$ +AAUCH*AUPX$ +AFRCH*FRPX$ +AGECH*GEPX$ +
AITCH*ITPX$ +ANECH*NEPX$ +ASTCH*STPX$ +AUKCH*UKPX$ +AFICH*FIPX$ +AASCH*ASPX$ +
ASOCH*SOPX$ +AKOCH*KOPX$ +ABECH*BEPX$Q+ADECH*DEPX$Q+ANOCH*NOPX$Q+ASWCH*SWPX$Q+
AGRCH*GRPX$Q+AIRCH*IRPX$Q+APOCH*POPX$Q+ASPCH*SPPX$Q+ANZCH*NZPX$Q+ASACH*SAPX$Q+
AVECH*VEPX$Q+ACOCH*COPX$Q+AJOCH*JOPX$Q+ASYCH*SYPX$Q+AIDCH*IDPX$Q+AMACH*MAPX$Q+
APACH*PAPX$Q+APHCH*PHPX$Q+ATHCH*THPX$Q+             AARCH*ARPX$Q+ABRCH*BRPX$Q+
ACECH*CEPX$Q+AMECH*MEPX$Q+APECH*PEPX$Q+ATUCH*TUPX$ +APDCH*PDPX$ +ARUCH*RUPX$ +
AUECH*UEPX$ +AEGCH*EGPX$ +AISCH*ISPX$ +AKECH*KEPX$ +ABACH*BAPX$ +AHKCH*HKPX$ +
ASICH*SIPX$ +AVICH*VIPX$ +ANICH*NIPX$ +AALCH*ALPX$ +AIACH*IAPX$ +AINCH*INPX$ +
AIQCH*IQPX$ +AKUCH*KUPX$ +ALICH*LIPX$ +AUACH*UAPX$);                          
IDENT ARPMPQ=(AREQ/ARE00Z)*(                                                  
AUSAR*USPX$ +ACAAR*CAPX$ +AJAAR*JAPX$ +AAUAR*AUPX$ +AFRAR*FRPX$ +AGEAR*GEPX$ +
AITAR*ITPX$ +ANEAR*NEPX$ +ASTAR*STPX$ +AUKAR*UKPX$ +AFIAR*FIPX$ +AASAR*ASPX$ +
ASOAR*SOPX$ +AKOAR*KOPX$ +ABEAR*BEPX$Q+ADEAR*DEPX$Q+ANOAR*NOPX$Q+ASWAR*SWPX$Q+
AGRAR*GRPX$Q+AIRAR*IRPX$Q+APOAR*POPX$Q+ASPAR*SPPX$Q+ANZAR*NZPX$Q+ASAAR*SAPX$Q+
AVEAR*VEPX$Q+ACOAR*COPX$Q+AJOAR*JOPX$Q+ASYAR*SYPX$Q+AIDAR*IDPX$Q+AMAAR*MAPX$Q+
APAAR*PAPX$Q+APHAR*PHPX$Q+ATHAR*THPX$Q+ACHAR*CHPX$Q+             ABRAR*BRPX$Q+
ACEAR*CEPX$Q+AMEAR*MEPX$Q+APEAR*PEPX$Q+ATUAR*TUPX$ +APDAR*PDPX$ +ARUAR*RUPX$ +
AUEAR*UEPX$ +AEGAR*EGPX$ +AISAR*ISPX$ +AKEAR*KEPX$ +ABAAR*BAPX$ +AHKAR*HKPX$ +
ASIAR*SIPX$ +AVIAR*VIPX$ +ANIAR*NIPX$ +AALAR*ALPX$ +AIAAR*IAPX$ +AINAR*INPX$ +
AIQAR*IQPX$ +AKUAR*KUPX$ +ALIAR*LIPX$ +AUAAR*UAPX$);                          
IDENT BRPMPQ=(BREQ/BRE00Z)*(                                                  
AUSBR*USPX$ +ACABR*CAPX$ +AJABR*JAPX$ +AAUBR*AUPX$ +AFRBR*FRPX$ +AGEBR*GEPX$ +
AITBR*ITPX$ +ANEBR*NEPX$ +ASTBR*STPX$ +AUKBR*UKPX$ +AFIBR*FIPX$ +AASBR*ASPX$ +
ASOBR*SOPX$ +AKOBR*KOPX$ +ABEBR*BEPX$Q+ADEBR*DEPX$Q+ANOBR*NOPX$Q+ASWBR*SWPX$Q+
AGRBR*GRPX$Q+AIRBR*IRPX$Q+APOBR*POPX$Q+ASPBR*SPPX$Q+ANZBR*NZPX$Q+ASABR*SAPX$Q+
AVEBR*VEPX$Q+ACOBR*COPX$Q+AJOBR*JOPX$Q+ASYBR*SYPX$Q+AIDBR*IDPX$Q+AMABR*MAPX$Q+
APABR*PAPX$Q+APHBR*PHPX$Q+ATHBR*THPX$Q+ACHBR*CHPX$Q+AARBR*ARPX$Q+             
ACEBR*CEPX$Q+AMEBR*MEPX$Q+APEBR*PEPX$Q+ATUBR*TUPX$ +APDBR*PDPX$ +ARUBR*RUPX$ +
AUEBR*UEPX$ +AEGBR*EGPX$ +AISBR*ISPX$ +AKEBR*KEPX$ +ABABR*BAPX$ +AHKBR*HKPX$ +
ASIBR*SIPX$ +AVIBR*VIPX$ +ANIBR*NIPX$ +AALBR*ALPX$ +AIABR*IAPX$ +AINBR*INPX$ +
AIQBR*IQPX$ +AKUBR*KUPX$ +ALIBR*LIPX$ +AUABR*UAPX$);                          
IDENT CEPMPQ=(CEEQ/CEE00Z)*(                                                  
AUSCE*USPX$ +ACACE*CAPX$ +AJACE*JAPX$ +AAUCE*AUPX$ +AFRCE*FRPX$ +AGECE*GEPX$ +
AITCE*ITPX$ +ANECE*NEPX$ +ASTCE*STPX$ +AUKCE*UKPX$ +AFICE*FIPX$ +AASCE*ASPX$ +
ASOCE*SOPX$ +AKOCE*KOPX$ +ABECE*BEPX$Q+ADECE*DEPX$Q+ANOCE*NOPX$Q+ASWCE*SWPX$Q+
AGRCE*GRPX$Q+AIRCE*IRPX$Q+APOCE*POPX$Q+ASPCE*SPPX$Q+ANZCE*NZPX$Q+ASACE*SAPX$Q+
AVECE*VEPX$Q+ACOCE*COPX$Q+AJOCE*JOPX$Q+ASYCE*SYPX$Q+AIDCE*IDPX$Q+AMACE*MAPX$Q+
APACE*PAPX$Q+APHCE*PHPX$Q+ATHCE*THPX$Q+ACHCE*CHPX$Q+AARCE*ARPX$Q+ABRCE*BRPX$Q+
             AMECE*MEPX$Q+APECE*PEPX$Q+ATUCE*TUPX$ +APDCE*PDPX$ +ARUCE*RUPX$ +
AUECE*UEPX$ +AEGCE*EGPX$ +AISCE*ISPX$ +AKECE*KEPX$ +ABACE*BAPX$ +AHKCE*HKPX$ +
ASICE*SIPX$ +AVICE*VIPX$ +ANICE*NIPX$ +AALCE*ALPX$ +AIACE*IAPX$ +AINCE*INPX$ +
AIQCE*IQPX$ +AKUCE*KUPX$ +ALICE*LIPX$ +AUACE*UAPX$);                          
IDENT MEPMPQ=(MEEQ/MEE00Z)*(                                                  
AUSME*USPX$ +ACAME*CAPX$ +AJAME*JAPX$ +AAUME*AUPX$ +AFRME*FRPX$ +AGEME*GEPX$ +
AITME*ITPX$ +ANEME*NEPX$ +ASTME*STPX$ +AUKME*UKPX$ +AFIME*FIPX$ +AASME*ASPX$ +
ASOME*SOPX$ +AKOME*KOPX$ +ABEME*BEPX$Q+ADEME*DEPX$Q+ANOME*NOPX$Q+ASWME*SWPX$Q+
AGRME*GRPX$Q+AIRME*IRPX$Q+APOME*POPX$Q+ASPME*SPPX$Q+ANZME*NZPX$Q+ASAME*SAPX$Q+
AVEME*VEPX$Q+ACOME*COPX$Q+AJOME*JOPX$Q+ASYME*SYPX$Q+AIDME*IDPX$Q+AMAME*MAPX$Q+
APAME*PAPX$Q+APHME*PHPX$Q+ATHME*THPX$Q+ACHME*CHPX$Q+AARME*ARPX$Q+ABRME*BRPX$Q+
ACEME*CEPX$Q+             APEME*PEPX$Q+ATUME*TUPX$ +APDME*PDPX$ +ARUME*RUPX$ +
AUEME*UEPX$ +AEGME*EGPX$ +AISME*ISPX$ +AKEME*KEPX$ +ABAME*BAPX$ +AHKME*HKPX$ +
ASIME*SIPX$ +AVIME*VIPX$ +ANIME*NIPX$ +AALME*ALPX$ +AIAME*IAPX$ +AINME*INPX$ +
AIQME*IQPX$ +AKUME*KUPX$ +ALIME*LIPX$ +AUAME*UAPX$);                          
IDENT PEPMPQ=(PEEQ/PEE00Z)*(                                                  
AUSPE*USPX$ +ACAPE*CAPX$ +AJAPE*JAPX$ +AAUPE*AUPX$ +AFRPE*FRPX$ +AGEPE*GEPX$ +
AITPE*ITPX$ +ANEPE*NEPX$ +ASTPE*STPX$ +AUKPE*UKPX$ +AFIPE*FIPX$ +AASPE*ASPX$ +
ASOPE*SOPX$ +AKOPE*KOPX$ +ABEPE*BEPX$Q+ADEPE*DEPX$Q+ANOPE*NOPX$Q+ASWPE*SWPX$Q+
AGRPE*GRPX$Q+AIRPE*IRPX$Q+APOPE*POPX$Q+ASPPE*SPPX$Q+ANZPE*NZPX$Q+ASAPE*SAPX$Q+
AVEPE*VEPX$Q+ACOPE*COPX$Q+AJOPE*JOPX$Q+ASYPE*SYPX$Q+AIDPE*IDPX$Q+AMAPE*MAPX$Q+
APAPE*PAPX$Q+APHPE*PHPX$Q+ATHPE*THPX$Q+ACHPE*CHPX$Q+AARPE*ARPX$Q+ABRPE*BRPX$Q+
ACEPE*CEPX$Q+AMEPE*MEPX$Q+             ATUPE*TUPX$ +APDPE*PDPX$ +ARUPE*RUPX$ +
AUEPE*UEPX$ +AEGPE*EGPX$ +AISPE*ISPX$ +AKEPE*KEPX$ +ABAPE*BAPX$ +AHKPE*HKPX$ +
ASIPE*SIPX$ +AVIPE*VIPX$ +ANIPE*NIPX$ +AALPE*ALPX$ +AIAPE*IAPX$ +AINPE*INPX$ +
AIQPE*IQPX$ +AKUPE*KUPX$ +ALIPE*LIPX$ +AUAPE*UAPX$);                          
IDENT USX00$ =                                                                
               AUSCA*CAM00$A +AUSJA*JAM00$A +AUSAU*AUM00$A +AUSFR*FRM00$A +   
AUSGE*GEM00$A +AUSIT*ITM00$A +AUSNE*NEM00$A +AUSST*STM00$A +AUSUK*UKM00$A +   
AUSFI*FIM00$A +AUSAS*ASM00$A +AUSSO*SOM00$A +AUSKO*KOM00$A +AUSBE*BEM00$AQ+   
AUSDE*DEM00$AQ+AUSNO*NOM00$AQ+AUSSW*SWM00$AQ+AUSGR*GRM00$AQ+AUSIR*IRM00$AQ+   
AUSPO*POM00$AQ+AUSSP*SPM00$AQ+AUSNZ*NZM00$AQ+AUSSA*SAM00$AQ+AUSVE*VEM00$AQ+   
AUSCO*COM00$AQ+AUSJO*JOM00$AQ+AUSSY*SYM00$AQ+AUSID*IDM00$AQ+AUSMA*MAM00$AQ+   
AUSPA*PAM00$AQ+AUSPH*PHM00$AQ+AUSTH*THM00$AQ+AUSCH*CHM00$AQ+AUSAR*ARM00$AQ+   
AUSBR*BRM00$AQ+AUSCE*CEM00$AQ+AUSME*MEM00$AQ+AUSPE*PEM00$AQ+AUSTU*TUM00$A +   
AUSPD*PDM00$A +AUSRU*RUM00$A +AUSUE*UEM00$A +AUSEG*EGM00$A +AUSIS*ISM00$A +   
AUSKE*KEM00$A +AUSBA*BAM00$A +AUSHK*HKM00$A +AUSSI*SIM00$A +AUSVI*VIM00$A +   
AUSNI*NIM00$A +AUSAL*ALM00$A +AUSIA*IAM00$A +AUSIN*INM00$A +AUSIQ*IQM00$A +   
AUSKU*KUM00$A +AUSLI*LIM00$A +AUSUA*UAM00$A +AUSAO*AOM00$A ;                  
IDENT CAX00$ =                                                                
ACAUS*USM00$A +               ACAJA*JAM00$A +ACAAU*AUM00$A +ACAFR*FRM00$A +   
ACAGE*GEM00$A +ACAIT*ITM00$A +ACANE*NEM00$A +ACAST*STM00$A +ACAUK*UKM00$A +   
ACAFI*FIM00$A +ACAAS*ASM00$A +ACASO*SOM00$A +ACAKO*KOM00$A +ACABE*BEM00$AQ+   
ACADE*DEM00$AQ+ACANO*NOM00$AQ+ACASW*SWM00$AQ+ACAGR*GRM00$AQ+ACAIR*IRM00$AQ+   
ACAPO*POM00$AQ+ACASP*SPM00$AQ+ACANZ*NZM00$AQ+ACASA*SAM00$AQ+ACAVE*VEM00$AQ+   
ACACO*COM00$AQ+ACAJO*JOM00$AQ+ACASY*SYM00$AQ+ACAID*IDM00$AQ+ACAMA*MAM00$AQ+   
ACAPA*PAM00$AQ+ACAPH*PHM00$AQ+ACATH*THM00$AQ+ACACH*CHM00$AQ+ACAAR*ARM00$AQ+   
ACABR*BRM00$AQ+ACACE*CEM00$AQ+ACAME*MEM00$AQ+ACAPE*PEM00$AQ+ACATU*TUM00$A +   
ACAPD*PDM00$A +ACARU*RUM00$A +ACAUE*UEM00$A +ACAEG*EGM00$A +ACAIS*ISM00$A +   
ACAKE*KEM00$A +ACABA*BAM00$A +ACAHK*HKM00$A +ACASI*SIM00$A +ACAVI*VIM00$A +   
ACANI*NIM00$A +ACAAL*ALM00$A +ACAIA*IAM00$A +ACAIN*INM00$A +ACAIQ*IQM00$A +   
ACAKU*KUM00$A +ACALI*LIM00$A +ACAUA*UAM00$A +ACAAO*AOM00$A ;                  
IDENT JAX00$ =                                                                
AJAUS*USM00$A +AJACA*CAM00$A +               AJAAU*AUM00$A +AJAFR*FRM00$A +   
AJAGE*GEM00$A +AJAIT*ITM00$A +AJANE*NEM00$A +AJAST*STM00$A +AJAUK*UKM00$A +   
AJAFI*FIM00$A +AJAAS*ASM00$A +AJASO*SOM00$A +AJAKO*KOM00$A +AJABE*BEM00$AQ+   
AJADE*DEM00$AQ+AJANO*NOM00$AQ+AJASW*SWM00$AQ+AJAGR*GRM00$AQ+AJAIR*IRM00$AQ+   
AJAPO*POM00$AQ+AJASP*SPM00$AQ+AJANZ*NZM00$AQ+AJASA*SAM00$AQ+AJAVE*VEM00$AQ+   
AJACO*COM00$AQ+AJAJO*JOM00$AQ+AJASY*SYM00$AQ+AJAID*IDM00$AQ+AJAMA*MAM00$AQ+   
AJAPA*PAM00$AQ+AJAPH*PHM00$AQ+AJATH*THM00$AQ+AJACH*CHM00$AQ+AJAAR*ARM00$AQ+   
AJABR*BRM00$AQ+AJACE*CEM00$AQ+AJAME*MEM00$AQ+AJAPE*PEM00$AQ+AJATU*TUM00$A +   
AJAPD*PDM00$A +AJARU*RUM00$A +AJAUE*UEM00$A +AJAEG*EGM00$A +AJAIS*ISM00$A +   
AJAKE*KEM00$A +AJABA*BAM00$A +AJAHK*HKM00$A +AJASI*SIM00$A +AJAVI*VIM00$A +   
AJANI*NIM00$A +AJAAL*ALM00$A +AJAIA*IAM00$A +AJAIN*INM00$A +AJAIQ*IQM00$A +   
AJAKU*KUM00$A +AJALI*LIM00$A +AJAUA*UAM00$A +AJAAO*AOM00$A ;                  
IDENT AUX00$ =                                                                
AAUUS*USM00$A +AAUCA*CAM00$A +AAUJA*JAM00$A +               AAUFR*FRM00$A +   
AAUGE*GEM00$A +AAUIT*ITM00$A +AAUNE*NEM00$A +AAUST*STM00$A +AAUUK*UKM00$A +   
AAUFI*FIM00$A +AAUAS*ASM00$A +AAUSO*SOM00$A +AAUKO*KOM00$A +AAUBE*BEM00$AQ+   
AAUDE*DEM00$AQ+AAUNO*NOM00$AQ+AAUSW*SWM00$AQ+AAUGR*GRM00$AQ+AAUIR*IRM00$AQ+   
AAUPO*POM00$AQ+AAUSP*SPM00$AQ+AAUNZ*NZM00$AQ+AAUSA*SAM00$AQ+AAUVE*VEM00$AQ+   
AAUCO*COM00$AQ+AAUJO*JOM00$AQ+AAUSY*SYM00$AQ+AAUID*IDM00$AQ+AAUMA*MAM00$AQ+   
AAUPA*PAM00$AQ+AAUPH*PHM00$AQ+AAUTH*THM00$AQ+AAUCH*CHM00$AQ+AAUAR*ARM00$AQ+   
AAUBR*BRM00$AQ+AAUCE*CEM00$AQ+AAUME*MEM00$AQ+AAUPE*PEM00$AQ+AAUTU*TUM00$A +   
AAUPD*PDM00$A +AAURU*RUM00$A +AAUUE*UEM00$A +AAUEG*EGM00$A +AAUIS*ISM00$A +   
AAUKE*KEM00$A +AAUBA*BAM00$A +AAUHK*HKM00$A +AAUSI*SIM00$A +AAUVI*VIM00$A +   
AAUNI*NIM00$A +AAUAL*ALM00$A +AAUIA*IAM00$A +AAUIN*INM00$A +AAUIQ*IQM00$A +   
AAUKU*KUM00$A +AAULI*LIM00$A +AAUUA*UAM00$A +AAUAO*AOM00$A ;                  
IDENT FRX00$ =                                                                
AFRUS*USM00$A +AFRCA*CAM00$A +AFRJA*JAM00$A +AFRAU*AUM00$A +                  
AFRGE*GEM00$A +AFRIT*ITM00$A +AFRNE*NEM00$A +AFRST*STM00$A +AFRUK*UKM00$A +   
AFRFI*FIM00$A +AFRAS*ASM00$A +AFRSO*SOM00$A +AFRKO*KOM00$A +AFRBE*BEM00$AQ+   
AFRDE*DEM00$AQ+AFRNO*NOM00$AQ+AFRSW*SWM00$AQ+AFRGR*GRM00$AQ+AFRIR*IRM00$AQ+   
AFRPO*POM00$AQ+AFRSP*SPM00$AQ+AFRNZ*NZM00$AQ+AFRSA*SAM00$AQ+AFRVE*VEM00$AQ+   
AFRCO*COM00$AQ+AFRJO*JOM00$AQ+AFRSY*SYM00$AQ+AFRID*IDM00$AQ+AFRMA*MAM00$AQ+   
AFRPA*PAM00$AQ+AFRPH*PHM00$AQ+AFRTH*THM00$AQ+AFRCH*CHM00$AQ+AFRAR*ARM00$AQ+   
AFRBR*BRM00$AQ+AFRCE*CEM00$AQ+AFRME*MEM00$AQ+AFRPE*PEM00$AQ+AFRTU*TUM00$A +   
AFRPD*PDM00$A +AFRRU*RUM00$A +AFRUE*UEM00$A +AFREG*EGM00$A +AFRIS*ISM00$A +   
AFRKE*KEM00$A +AFRBA*BAM00$A +AFRHK*HKM00$A +AFRSI*SIM00$A +AFRVI*VIM00$A +   
AFRNI*NIM00$A +AFRAL*ALM00$A +AFRIA*IAM00$A +AFRIN*INM00$A +AFRIQ*IQM00$A +   
AFRKU*KUM00$A +AFRLI*LIM00$A +AFRUA*UAM00$A +AFRAO*AOM00$A ;                  
IDENT GEX00$ =                                                                
AGEUS*USM00$A +AGECA*CAM00$A +AGEJA*JAM00$A +AGEAU*AUM00$A +AGEFR*FRM00$A +   
               AGEIT*ITM00$A +AGENE*NEM00$A +AGEST*STM00$A +AGEUK*UKM00$A +   
AGEFI*FIM00$A +AGEAS*ASM00$A +AGESO*SOM00$A +AGEKO*KOM00$A +AGEBE*BEM00$AQ+   
AGEDE*DEM00$AQ+AGENO*NOM00$AQ+AGESW*SWM00$AQ+AGEGR*GRM00$AQ+AGEIR*IRM00$AQ+   
AGEPO*POM00$AQ+AGESP*SPM00$AQ+AGENZ*NZM00$AQ+AGESA*SAM00$AQ+AGEVE*VEM00$AQ+   
AGECO*COM00$AQ+AGEJO*JOM00$AQ+AGESY*SYM00$AQ+AGEID*IDM00$AQ+AGEMA*MAM00$AQ+   
AGEPA*PAM00$AQ+AGEPH*PHM00$AQ+AGETH*THM00$AQ+AGECH*CHM00$AQ+AGEAR*ARM00$AQ+   
AGEBR*BRM00$AQ+AGECE*CEM00$AQ+AGEME*MEM00$AQ+AGEPE*PEM00$AQ+AGETU*TUM00$A +   
AGEPD*PDM00$A +AGERU*RUM00$A +AGEUE*UEM00$A +AGEEG*EGM00$A +AGEIS*ISM00$A +   
AGEKE*KEM00$A +AGEBA*BAM00$A +AGEHK*HKM00$A +AGESI*SIM00$A +AGEVI*VIM00$A +   
AGENI*NIM00$A +AGEAL*ALM00$A +AGEIA*IAM00$A +AGEIN*INM00$A +AGEIQ*IQM00$A +   
AGEKU*KUM00$A +AGELI*LIM00$A +AGEUA*UAM00$A +AGEAO*AOM00$A ;                  
IDENT ITX00$ =                                                                
AITUS*USM00$A +AITCA*CAM00$A +AITJA*JAM00$A +AITAU*AUM00$A +AITFR*FRM00$A +   
AITGE*GEM00$A +               AITNE*NEM00$A +AITST*STM00$A +AITUK*UKM00$A +   
AITFI*FIM00$A +AITAS*ASM00$A +AITSO*SOM00$A +AITKO*KOM00$A +AITBE*BEM00$AQ+   
AITDE*DEM00$AQ+AITNO*NOM00$AQ+AITSW*SWM00$AQ+AITGR*GRM00$AQ+AITIR*IRM00$AQ+   
AITPO*POM00$AQ+AITSP*SPM00$AQ+AITNZ*NZM00$AQ+AITSA*SAM00$AQ+AITVE*VEM00$AQ+   
AITCO*COM00$AQ+AITJO*JOM00$AQ+AITSY*SYM00$AQ+AITID*IDM00$AQ+AITMA*MAM00$AQ+   
AITPA*PAM00$AQ+AITPH*PHM00$AQ+AITTH*THM00$AQ+AITCH*CHM00$AQ+AITAR*ARM00$AQ+   
AITBR*BRM00$AQ+AITCE*CEM00$AQ+AITME*MEM00$AQ+AITPE*PEM00$AQ+AITTU*TUM00$A +   
AITPD*PDM00$A +AITRU*RUM00$A +AITUE*UEM00$A +AITEG*EGM00$A +AITIS*ISM00$A +   
AITKE*KEM00$A +AITBA*BAM00$A +AITHK*HKM00$A +AITSI*SIM00$A +AITVI*VIM00$A +   
AITNI*NIM00$A +AITAL*ALM00$A +AITIA*IAM00$A +AITIN*INM00$A +AITIQ*IQM00$A +   
AITKU*KUM00$A +AITLI*LIM00$A +AITUA*UAM00$A +AITAO*AOM00$A ;                  
IDENT NEX00$ =                                                                
ANEUS*USM00$A +ANECA*CAM00$A +ANEJA*JAM00$A +ANEAU*AUM00$A +ANEFR*FRM00$A +   
ANEGE*GEM00$A +ANEIT*ITM00$A +               ANEST*STM00$A +ANEUK*UKM00$A +   
ANEFI*FIM00$A +ANEAS*ASM00$A +ANESO*SOM00$A +ANEKO*KOM00$A +ANEBE*BEM00$AQ+   
ANEDE*DEM00$AQ+ANENO*NOM00$AQ+ANESW*SWM00$AQ+ANEGR*GRM00$AQ+ANEIR*IRM00$AQ+   
ANEPO*POM00$AQ+ANESP*SPM00$AQ+ANENZ*NZM00$AQ+ANESA*SAM00$AQ+ANEVE*VEM00$AQ+   
ANECO*COM00$AQ+ANEJO*JOM00$AQ+ANESY*SYM00$AQ+ANEID*IDM00$AQ+ANEMA*MAM00$AQ+   
ANEPA*PAM00$AQ+ANEPH*PHM00$AQ+ANETH*THM00$AQ+ANECH*CHM00$AQ+ANEAR*ARM00$AQ+   
ANEBR*BRM00$AQ+ANECE*CEM00$AQ+ANEME*MEM00$AQ+ANEPE*PEM00$AQ+ANETU*TUM00$A +   
ANEPD*PDM00$A +ANERU*RUM00$A +ANEUE*UEM00$A +ANEEG*EGM00$A +ANEIS*ISM00$A +   
ANEKE*KEM00$A +ANEBA*BAM00$A +ANEHK*HKM00$A +ANESI*SIM00$A +ANEVI*VIM00$A +   
ANENI*NIM00$A +ANEAL*ALM00$A +ANEIA*IAM00$A +ANEIN*INM00$A +ANEIQ*IQM00$A +   
ANEKU*KUM00$A +ANELI*LIM00$A +ANEUA*UAM00$A +ANEAO*AOM00$A ;                  
IDENT STX00$ =                                                                
ASTUS*USM00$A +ASTCA*CAM00$A +ASTJA*JAM00$A +ASTAU*AUM00$A +ASTFR*FRM00$A +   
ASTGE*GEM00$A +ASTIT*ITM00$A +ASTNE*NEM00$A +               ASTUK*UKM00$A +   
ASTFI*FIM00$A +ASTAS*ASM00$A +ASTSO*SOM00$A +ASTKO*KOM00$A +ASTBE*BEM00$AQ+   
ASTDE*DEM00$AQ+ASTNO*NOM00$AQ+ASTSW*SWM00$AQ+ASTGR*GRM00$AQ+ASTIR*IRM00$AQ+   
ASTPO*POM00$AQ+ASTSP*SPM00$AQ+ASTNZ*NZM00$AQ+ASTSA*SAM00$AQ+ASTVE*VEM00$AQ+   
ASTCO*COM00$AQ+ASTJO*JOM00$AQ+ASTSY*SYM00$AQ+ASTID*IDM00$AQ+ASTMA*MAM00$AQ+   
ASTPA*PAM00$AQ+ASTPH*PHM00$AQ+ASTTH*THM00$AQ+ASTCH*CHM00$AQ+ASTAR*ARM00$AQ+   
ASTBR*BRM00$AQ+ASTCE*CEM00$AQ+ASTME*MEM00$AQ+ASTPE*PEM00$AQ+ASTTU*TUM00$A +   
ASTPD*PDM00$A +ASTRU*RUM00$A +ASTUE*UEM00$A +ASTEG*EGM00$A +ASTIS*ISM00$A +   
ASTKE*KEM00$A +ASTBA*BAM00$A +ASTHK*HKM00$A +ASTSI*SIM00$A +ASTVI*VIM00$A +   
ASTNI*NIM00$A +ASTAL*ALM00$A +ASTIA*IAM00$A +ASTIN*INM00$A +ASTIQ*IQM00$A +   
ASTKU*KUM00$A +ASTLI*LIM00$A +ASTUA*UAM00$A +ASTAO*AOM00$A ;                  
IDENT UKX00$ =                                                                
AUKUS*USM00$A +AUKCA*CAM00$A +AUKJA*JAM00$A +AUKAU*AUM00$A +AUKFR*FRM00$A +   
AUKGE*GEM00$A +AUKIT*ITM00$A +AUKNE*NEM00$A +AUKST*STM00$A +                  
AUKFI*FIM00$A +AUKAS*ASM00$A +AUKSO*SOM00$A +AUKKO*KOM00$A +AUKBE*BEM00$AQ+   
AUKDE*DEM00$AQ+AUKNO*NOM00$AQ+AUKSW*SWM00$AQ+AUKGR*GRM00$AQ+AUKIR*IRM00$AQ+   
AUKPO*POM00$AQ+AUKSP*SPM00$AQ+AUKNZ*NZM00$AQ+AUKSA*SAM00$AQ+AUKVE*VEM00$AQ+   
AUKCO*COM00$AQ+AUKJO*JOM00$AQ+AUKSY*SYM00$AQ+AUKID*IDM00$AQ+AUKMA*MAM00$AQ+   
AUKPA*PAM00$AQ+AUKPH*PHM00$AQ+AUKTH*THM00$AQ+AUKCH*CHM00$AQ+AUKAR*ARM00$AQ+   
AUKBR*BRM00$AQ+AUKCE*CEM00$AQ+AUKME*MEM00$AQ+AUKPE*PEM00$AQ+AUKTU*TUM00$A +   
AUKPD*PDM00$A +AUKRU*RUM00$A +AUKUE*UEM00$A +AUKEG*EGM00$A +AUKIS*ISM00$A +   
AUKKE*KEM00$A +AUKBA*BAM00$A +AUKHK*HKM00$A +AUKSI*SIM00$A +AUKVI*VIM00$A +   
AUKNI*NIM00$A +AUKAL*ALM00$A +AUKIA*IAM00$A +AUKIN*INM00$A +AUKIQ*IQM00$A +   
AUKKU*KUM00$A +AUKLI*LIM00$A +AUKUA*UAM00$A +AUKAO*AOM00$A ;                  
IDENT FIX00$ =                                                                
AFIUS*USM00$A +AFICA*CAM00$A +AFIJA*JAM00$A +AFIAU*AUM00$A +AFIFR*FRM00$A +   
AFIGE*GEM00$A +AFIIT*ITM00$A +AFINE*NEM00$A +AFIST*STM00$A +AFIUK*UKM00$A +   
               AFIAS*ASM00$A +AFISO*SOM00$A +AFIKO*KOM00$A +AFIBE*BEM00$AQ+   
AFIDE*DEM00$AQ+AFINO*NOM00$AQ+AFISW*SWM00$AQ+AFIGR*GRM00$AQ+AFIIR*IRM00$AQ+   
AFIPO*POM00$AQ+AFISP*SPM00$AQ+AFINZ*NZM00$AQ+AFISA*SAM00$AQ+AFIVE*VEM00$AQ+   
AFICO*COM00$AQ+AFIJO*JOM00$AQ+AFISY*SYM00$AQ+AFIID*IDM00$AQ+AFIMA*MAM00$AQ+   
AFIPA*PAM00$AQ+AFIPH*PHM00$AQ+AFITH*THM00$AQ+AFICH*CHM00$AQ+AFIAR*ARM00$AQ+   
AFIBR*BRM00$AQ+AFICE*CEM00$AQ+AFIME*MEM00$AQ+AFIPE*PEM00$AQ+AFITU*TUM00$A +   
AFIPD*PDM00$A +AFIRU*RUM00$A +AFIUE*UEM00$A +AFIEG*EGM00$A +AFIIS*ISM00$A +   
AFIKE*KEM00$A +AFIBA*BAM00$A +AFIHK*HKM00$A +AFISI*SIM00$A +AFIVI*VIM00$A +   
AFINI*NIM00$A +AFIAL*ALM00$A +AFIIA*IAM00$A +AFIIN*INM00$A +AFIIQ*IQM00$A +   
AFIKU*KUM00$A +AFILI*LIM00$A +AFIUA*UAM00$A +AFIAO*AOM00$A ;                  
IDENT ASX00$ =                                                                
AASUS*USM00$A +AASCA*CAM00$A +AASJA*JAM00$A +AASAU*AUM00$A +AASFR*FRM00$A +   
AASGE*GEM00$A +AASIT*ITM00$A +AASNE*NEM00$A +AASST*STM00$A +AASUK*UKM00$A +   
AASFI*FIM00$A +               AASSO*SOM00$A +AASKO*KOM00$A +AASBE*BEM00$AQ+   
AASDE*DEM00$AQ+AASNO*NOM00$AQ+AASSW*SWM00$AQ+AASGR*GRM00$AQ+AASIR*IRM00$AQ+   
AASPO*POM00$AQ+AASSP*SPM00$AQ+AASNZ*NZM00$AQ+AASSA*SAM00$AQ+AASVE*VEM00$AQ+   
AASCO*COM00$AQ+AASJO*JOM00$AQ+AASSY*SYM00$AQ+AASID*IDM00$AQ+AASMA*MAM00$AQ+   
AASPA*PAM00$AQ+AASPH*PHM00$AQ+AASTH*THM00$AQ+AASCH*CHM00$AQ+AASAR*ARM00$AQ+   
AASBR*BRM00$AQ+AASCE*CEM00$AQ+AASME*MEM00$AQ+AASPE*PEM00$AQ+AASTU*TUM00$A +   
AASPD*PDM00$A +AASRU*RUM00$A +AASUE*UEM00$A +AASEG*EGM00$A +AASIS*ISM00$A +   
AASKE*KEM00$A +AASBA*BAM00$A +AASHK*HKM00$A +AASSI*SIM00$A +AASVI*VIM00$A +   
AASNI*NIM00$A +AASAL*ALM00$A +AASIA*IAM00$A +AASIN*INM00$A +AASIQ*IQM00$A +   
AASKU*KUM00$A +AASLI*LIM00$A +AASUA*UAM00$A +AASAO*AOM00$A ;                  
IDENT SOX00$ =                                                                
ASOUS*USM00$A +ASOCA*CAM00$A +ASOJA*JAM00$A +ASOAU*AUM00$A +ASOFR*FRM00$A +   
ASOGE*GEM00$A +ASOIT*ITM00$A +ASONE*NEM00$A +ASOST*STM00$A +ASOUK*UKM00$A +   
ASOFI*FIM00$A +ASOAS*ASM00$A +               ASOKO*KOM00$A +ASOBE*BEM00$AQ+   
ASODE*DEM00$AQ+ASONO*NOM00$AQ+ASOSW*SWM00$AQ+ASOGR*GRM00$AQ+ASOIR*IRM00$AQ+   
ASOPO*POM00$AQ+ASOSP*SPM00$AQ+ASONZ*NZM00$AQ+ASOSA*SAM00$AQ+ASOVE*VEM00$AQ+   
ASOCO*COM00$AQ+ASOJO*JOM00$AQ+ASOSY*SYM00$AQ+ASOID*IDM00$AQ+ASOMA*MAM00$AQ+   
ASOPA*PAM00$AQ+ASOPH*PHM00$AQ+ASOTH*THM00$AQ+ASOCH*CHM00$AQ+ASOAR*ARM00$AQ+   
ASOBR*BRM00$AQ+ASOCE*CEM00$AQ+ASOME*MEM00$AQ+ASOPE*PEM00$AQ+ASOTU*TUM00$A +   
ASOPD*PDM00$A +ASORU*RUM00$A +ASOUE*UEM00$A +ASOEG*EGM00$A +ASOIS*ISM00$A +   
ASOKE*KEM00$A +ASOBA*BAM00$A +ASOHK*HKM00$A +ASOSI*SIM00$A +ASOVI*VIM00$A +   
ASONI*NIM00$A +ASOAL*ALM00$A +ASOIA*IAM00$A +ASOIN*INM00$A +ASOIQ*IQM00$A +   
ASOKU*KUM00$A +ASOLI*LIM00$A +ASOUA*UAM00$A +ASOAO*AOM00$A ;                  
IDENT KOX00$ =                                                                
AKOUS*USM00$A +AKOCA*CAM00$A +AKOJA*JAM00$A +AKOAU*AUM00$A +AKOFR*FRM00$A +   
AKOGE*GEM00$A +AKOIT*ITM00$A +AKONE*NEM00$A +AKOST*STM00$A +AKOUK*UKM00$A +   
AKOFI*FIM00$A +AKOAS*ASM00$A +AKOSO*SOM00$A +               AKOBE*BEM00$AQ+   
AKODE*DEM00$AQ+AKONO*NOM00$AQ+AKOSW*SWM00$AQ+AKOGR*GRM00$AQ+AKOIR*IRM00$AQ+   
AKOPO*POM00$AQ+AKOSP*SPM00$AQ+AKONZ*NZM00$AQ+AKOSA*SAM00$AQ+AKOVE*VEM00$AQ+   
AKOCO*COM00$AQ+AKOJO*JOM00$AQ+AKOSY*SYM00$AQ+AKOID*IDM00$AQ+AKOMA*MAM00$AQ+   
AKOPA*PAM00$AQ+AKOPH*PHM00$AQ+AKOTH*THM00$AQ+AKOCH*CHM00$AQ+AKOAR*ARM00$AQ+   
AKOBR*BRM00$AQ+AKOCE*CEM00$AQ+AKOME*MEM00$AQ+AKOPE*PEM00$AQ+AKOTU*TUM00$A +   
AKOPD*PDM00$A +AKORU*RUM00$A +AKOUE*UEM00$A +AKOEG*EGM00$A +AKOIS*ISM00$A +   
AKOKE*KEM00$A +AKOBA*BAM00$A +AKOHK*HKM00$A +AKOSI*SIM00$A +AKOVI*VIM00$A +   
AKONI*NIM00$A +AKOAL*ALM00$A +AKOIA*IAM00$A +AKOIN*INM00$A +AKOIQ*IQM00$A +   
AKOKU*KUM00$A +AKOLI*LIM00$A +AKOUA*UAM00$A +AKOAO*AOM00$A ;                  
IDENT BEX00$Q=                                                                
ABEUS*USM00$A +ABECA*CAM00$A +ABEJA*JAM00$A +ABEAU*AUM00$A +ABEFR*FRM00$A +   
ABEGE*GEM00$A +ABEIT*ITM00$A +ABENE*NEM00$A +ABEST*STM00$A +ABEUK*UKM00$A +   
ABEFI*FIM00$A +ABEAS*ASM00$A +ABESO*SOM00$A +ABEKO*KOM00$A +                  
ABEDE*DEM00$AQ+ABENO*NOM00$AQ+ABESW*SWM00$AQ+ABEGR*GRM00$AQ+ABEIR*IRM00$AQ+   
ABEPO*POM00$AQ+ABESP*SPM00$AQ+ABENZ*NZM00$AQ+ABESA*SAM00$AQ+ABEVE*VEM00$AQ+   
ABECO*COM00$AQ+ABEJO*JOM00$AQ+ABESY*SYM00$AQ+ABEID*IDM00$AQ+ABEMA*MAM00$AQ+   
ABEPA*PAM00$AQ+ABEPH*PHM00$AQ+ABETH*THM00$AQ+ABECH*CHM00$AQ+ABEAR*ARM00$AQ+   
ABEBR*BRM00$AQ+ABECE*CEM00$AQ+ABEME*MEM00$AQ+ABEPE*PEM00$AQ+ABETU*TUM00$A +   
ABEPD*PDM00$A +ABERU*RUM00$A +ABEUE*UEM00$A +ABEEG*EGM00$A +ABEIS*ISM00$A +   
ABEKE*KEM00$A +ABEBA*BAM00$A +ABEHK*HKM00$A +ABESI*SIM00$A +ABEVI*VIM00$A +   
ABENI*NIM00$A +ABEAL*ALM00$A +ABEIA*IAM00$A +ABEIN*INM00$A +ABEIQ*IQM00$A +   
ABEKU*KUM00$A +ABELI*LIM00$A +ABEUA*UAM00$A +ABEAO*AOM00$A ;                  
IDENT DEX00$Q=                                                                
ADEUS*USM00$A +ADECA*CAM00$A +ADEJA*JAM00$A +ADEAU*AUM00$A +ADEFR*FRM00$A +   
ADEGE*GEM00$A +ADEIT*ITM00$A +ADENE*NEM00$A +ADEST*STM00$A +ADEUK*UKM00$A +   
ADEFI*FIM00$A +ADEAS*ASM00$A +ADESO*SOM00$A +ADEKO*KOM00$A +ADEBE*BEM00$AQ+   
               ADENO*NOM00$AQ+ADESW*SWM00$AQ+ADEGR*GRM00$AQ+ADEIR*IRM00$AQ+   
ADEPO*POM00$AQ+ADESP*SPM00$AQ+ADENZ*NZM00$AQ+ADESA*SAM00$AQ+ADEVE*VEM00$AQ+   
ADECO*COM00$AQ+ADEJO*JOM00$AQ+ADESY*SYM00$AQ+ADEID*IDM00$AQ+ADEMA*MAM00$AQ+   
ADEPA*PAM00$AQ+ADEPH*PHM00$AQ+ADETH*THM00$AQ+ADECH*CHM00$AQ+ADEAR*ARM00$AQ+   
ADEBR*BRM00$AQ+ADECE*CEM00$AQ+ADEME*MEM00$AQ+ADEPE*PEM00$AQ+ADETU*TUM00$A +   
ADEPD*PDM00$A +ADERU*RUM00$A +ADEUE*UEM00$A +ADEEG*EGM00$A +ADEIS*ISM00$A +   
ADEKE*KEM00$A +ADEBA*BAM00$A +ADEHK*HKM00$A +ADESI*SIM00$A +ADEVI*VIM00$A +   
ADENI*NIM00$A +ADEAL*ALM00$A +ADEIA*IAM00$A +ADEIN*INM00$A +ADEIQ*IQM00$A +   
ADEKU*KUM00$A +ADELI*LIM00$A +ADEUA*UAM00$A +ADEAO*AOM00$A ;                  
IDENT NOX00$Q=                                                                
ANOUS*USM00$A +ANOCA*CAM00$A +ANOJA*JAM00$A +ANOAU*AUM00$A +ANOFR*FRM00$A +   
ANOGE*GEM00$A +ANOIT*ITM00$A +ANONE*NEM00$A +ANOST*STM00$A +ANOUK*UKM00$A +   
ANOFI*FIM00$A +ANOAS*ASM00$A +ANOSO*SOM00$A +ANOKO*KOM00$A +ANOBE*BEM00$AQ+   
ANODE*DEM00$AQ+               ANOSW*SWM00$AQ+ANOGR*GRM00$AQ+ANOIR*IRM00$AQ+   
ANOPO*POM00$AQ+ANOSP*SPM00$AQ+ANONZ*NZM00$AQ+ANOSA*SAM00$AQ+ANOVE*VEM00$AQ+   
ANOCO*COM00$AQ+ANOJO*JOM00$AQ+ANOSY*SYM00$AQ+ANOID*IDM00$AQ+ANOMA*MAM00$AQ+   
ANOPA*PAM00$AQ+ANOPH*PHM00$AQ+ANOTH*THM00$AQ+ANOCH*CHM00$AQ+ANOAR*ARM00$AQ+   
ANOBR*BRM00$AQ+ANOCE*CEM00$AQ+ANOME*MEM00$AQ+ANOPE*PEM00$AQ+ANOTU*TUM00$A +   
ANOPD*PDM00$A +ANORU*RUM00$A +ANOUE*UEM00$A +ANOEG*EGM00$A +ANOIS*ISM00$A +   
ANOKE*KEM00$A +ANOBA*BAM00$A +ANOHK*HKM00$A +ANOSI*SIM00$A +ANOVI*VIM00$A +   
ANONI*NIM00$A +ANOAL*ALM00$A +ANOIA*IAM00$A +ANOIN*INM00$A +ANOIQ*IQM00$A +   
ANOKU*KUM00$A +ANOLI*LIM00$A +ANOUA*UAM00$A +ANOAO*AOM00$A ;                  
IDENT SWX00$Q=                                                                
ASWUS*USM00$A +ASWCA*CAM00$A +ASWJA*JAM00$A +ASWAU*AUM00$A +ASWFR*FRM00$A +   
ASWGE*GEM00$A +ASWIT*ITM00$A +ASWNE*NEM00$A +ASWST*STM00$A +ASWUK*UKM00$A +   
ASWFI*FIM00$A +ASWAS*ASM00$A +ASWSO*SOM00$A +ASWKO*KOM00$A +ASWBE*BEM00$AQ+   
ASWDE*DEM00$AQ+ASWNO*NOM00$AQ+               ASWGR*GRM00$AQ+ASWIR*IRM00$AQ+   
ASWPO*POM00$AQ+ASWSP*SPM00$AQ+ASWNZ*NZM00$AQ+ASWSA*SAM00$AQ+ASWVE*VEM00$AQ+   
ASWCO*COM00$AQ+ASWJO*JOM00$AQ+ASWSY*SYM00$AQ+ASWID*IDM00$AQ+ASWMA*MAM00$AQ+   
ASWPA*PAM00$AQ+ASWPH*PHM00$AQ+ASWTH*THM00$AQ+ASWCH*CHM00$AQ+ASWAR*ARM00$AQ+   
ASWBR*BRM00$AQ+ASWCE*CEM00$AQ+ASWME*MEM00$AQ+ASWPE*PEM00$AQ+ASWTU*TUM00$A +   
ASWPD*PDM00$A +ASWRU*RUM00$A +ASWUE*UEM00$A +ASWEG*EGM00$A +ASWIS*ISM00$A +   
ASWKE*KEM00$A +ASWBA*BAM00$A +ASWHK*HKM00$A +ASWSI*SIM00$A +ASWVI*VIM00$A +   
ASWNI*NIM00$A +ASWAL*ALM00$A +ASWIA*IAM00$A +ASWIN*INM00$A +ASWIQ*IQM00$A +   
ASWKU*KUM00$A +ASWLI*LIM00$A +ASWUA*UAM00$A +ASWAO*AOM00$A ;                  
IDENT GRX00$Q=                                                                
AGRUS*USM00$A +AGRCA*CAM00$A +AGRJA*JAM00$A +AGRAU*AUM00$A +AGRFR*FRM00$A +   
AGRGE*GEM00$A +AGRIT*ITM00$A +AGRNE*NEM00$A +AGRST*STM00$A +AGRUK*UKM00$A +   
AGRFI*FIM00$A +AGRAS*ASM00$A +AGRSO*SOM00$A +AGRKO*KOM00$A +AGRBE*BEM00$AQ+   
AGRDE*DEM00$AQ+AGRNO*NOM00$AQ+AGRSW*SWM00$AQ+               AGRIR*IRM00$AQ+   
AGRPO*POM00$AQ+AGRSP*SPM00$AQ+AGRNZ*NZM00$AQ+AGRSA*SAM00$AQ+AGRVE*VEM00$AQ+   
AGRCO*COM00$AQ+AGRJO*JOM00$AQ+AGRSY*SYM00$AQ+AGRID*IDM00$AQ+AGRMA*MAM00$AQ+   
AGRPA*PAM00$AQ+AGRPH*PHM00$AQ+AGRTH*THM00$AQ+AGRCH*CHM00$AQ+AGRAR*ARM00$AQ+   
AGRBR*BRM00$AQ+AGRCE*CEM00$AQ+AGRME*MEM00$AQ+AGRPE*PEM00$AQ+AGRTU*TUM00$A +   
AGRPD*PDM00$A +AGRRU*RUM00$A +AGRUE*UEM00$A +AGREG*EGM00$A +AGRIS*ISM00$A +   
AGRKE*KEM00$A +AGRBA*BAM00$A +AGRHK*HKM00$A +AGRSI*SIM00$A +AGRVI*VIM00$A +   
AGRNI*NIM00$A +AGRAL*ALM00$A +AGRIA*IAM00$A +AGRIN*INM00$A +AGRIQ*IQM00$A +   
AGRKU*KUM00$A +AGRLI*LIM00$A +AGRUA*UAM00$A +AGRAO*AOM00$A ;                  
IDENT IRX00$Q=                                                                
AIRUS*USM00$A +AIRCA*CAM00$A +AIRJA*JAM00$A +AIRAU*AUM00$A +AIRFR*FRM00$A +   
AIRGE*GEM00$A +AIRIT*ITM00$A +AIRNE*NEM00$A +AIRST*STM00$A +AIRUK*UKM00$A +   
AIRFI*FIM00$A +AIRAS*ASM00$A +AIRSO*SOM00$A +AIRKO*KOM00$A +AIRBE*BEM00$AQ+   
AIRDE*DEM00$AQ+AIRNO*NOM00$AQ+AIRSW*SWM00$AQ+AIRGR*GRM00$AQ+                  
AIRPO*POM00$AQ+AIRSP*SPM00$AQ+AIRNZ*NZM00$AQ+AIRSA*SAM00$AQ+AIRVE*VEM00$AQ+   
AIRCO*COM00$AQ+AIRJO*JOM00$AQ+AIRSY*SYM00$AQ+AIRID*IDM00$AQ+AIRMA*MAM00$AQ+   
AIRPA*PAM00$AQ+AIRPH*PHM00$AQ+AIRTH*THM00$AQ+AIRCH*CHM00$AQ+AIRAR*ARM00$AQ+   
AIRBR*BRM00$AQ+AIRCE*CEM00$AQ+AIRME*MEM00$AQ+AIRPE*PEM00$AQ+AIRTU*TUM00$A +   
AIRPD*PDM00$A +AIRRU*RUM00$A +AIRUE*UEM00$A +AIREG*EGM00$A +AIRIS*ISM00$A +   
AIRKE*KEM00$A +AIRBA*BAM00$A +AIRHK*HKM00$A +AIRSI*SIM00$A +AIRVI*VIM00$A +   
AIRNI*NIM00$A +AIRAL*ALM00$A +AIRIA*IAM00$A +AIRIN*INM00$A +AIRIQ*IQM00$A +   
AIRKU*KUM00$A +AIRLI*LIM00$A +AIRUA*UAM00$A +AIRAO*AOM00$A ;                  
IDENT POX00$Q=                                                                
APOUS*USM00$A +APOCA*CAM00$A +APOJA*JAM00$A +APOAU*AUM00$A +APOFR*FRM00$A +   
APOGE*GEM00$A +APOIT*ITM00$A +APONE*NEM00$A +APOST*STM00$A +APOUK*UKM00$A +   
APOFI*FIM00$A +APOAS*ASM00$A +APOSO*SOM00$A +APOKO*KOM00$A +APOBE*BEM00$AQ+   
APODE*DEM00$AQ+APONO*NOM00$AQ+APOSW*SWM00$AQ+APOGR*GRM00$AQ+APOIR*IRM00$AQ+   
               APOSP*SPM00$AQ+APONZ*NZM00$AQ+APOSA*SAM00$AQ+APOVE*VEM00$AQ+   
APOCO*COM00$AQ+APOJO*JOM00$AQ+APOSY*SYM00$AQ+APOID*IDM00$AQ+APOMA*MAM00$AQ+   
APOPA*PAM00$AQ+APOPH*PHM00$AQ+APOTH*THM00$AQ+APOCH*CHM00$AQ+APOAR*ARM00$AQ+   
APOBR*BRM00$AQ+APOCE*CEM00$AQ+APOME*MEM00$AQ+APOPE*PEM00$AQ+APOTU*TUM00$A +   
APOPD*PDM00$A +APORU*RUM00$A +APOUE*UEM00$A +APOEG*EGM00$A +APOIS*ISM00$A +   
APOKE*KEM00$A +APOBA*BAM00$A +APOHK*HKM00$A +APOSI*SIM00$A +APOVI*VIM00$A +   
APONI*NIM00$A +APOAL*ALM00$A +APOIA*IAM00$A +APOIN*INM00$A +APOIQ*IQM00$A +   
APOKU*KUM00$A +APOLI*LIM00$A +APOUA*UAM00$A +APOAO*AOM00$A ;                  
IDENT SPX00$Q=                                                                
ASPUS*USM00$A +ASPCA*CAM00$A +ASPJA*JAM00$A +ASPAU*AUM00$A +ASPFR*FRM00$A +   
ASPGE*GEM00$A +ASPIT*ITM00$A +ASPNE*NEM00$A +ASPST*STM00$A +ASPUK*UKM00$A +   
ASPFI*FIM00$A +ASPAS*ASM00$A +ASPSO*SOM00$A +ASPKO*KOM00$A +ASPBE*BEM00$AQ+   
ASPDE*DEM00$AQ+ASPNO*NOM00$AQ+ASPSW*SWM00$AQ+ASPGR*GRM00$AQ+ASPIR*IRM00$AQ+   
ASPPO*POM00$AQ+               ASPNZ*NZM00$AQ+ASPSA*SAM00$AQ+ASPVE*VEM00$AQ+   
ASPCO*COM00$AQ+ASPJO*JOM00$AQ+ASPSY*SYM00$AQ+ASPID*IDM00$AQ+ASPMA*MAM00$AQ+   
ASPPA*PAM00$AQ+ASPPH*PHM00$AQ+ASPTH*THM00$AQ+ASPCH*CHM00$AQ+ASPAR*ARM00$AQ+   
ASPBR*BRM00$AQ+ASPCE*CEM00$AQ+ASPME*MEM00$AQ+ASPPE*PEM00$AQ+ASPTU*TUM00$A +   
ASPPD*PDM00$A +ASPRU*RUM00$A +ASPUE*UEM00$A +ASPEG*EGM00$A +ASPIS*ISM00$A +   
ASPKE*KEM00$A +ASPBA*BAM00$A +ASPHK*HKM00$A +ASPSI*SIM00$A +ASPVI*VIM00$A +   
ASPNI*NIM00$A +ASPAL*ALM00$A +ASPIA*IAM00$A +ASPIN*INM00$A +ASPIQ*IQM00$A +   
ASPKU*KUM00$A +ASPLI*LIM00$A +ASPUA*UAM00$A +ASPAO*AOM00$A ;                  
IDENT NZX00$Q=                                                                
ANZUS*USM00$A +ANZCA*CAM00$A +ANZJA*JAM00$A +ANZAU*AUM00$A +ANZFR*FRM00$A +   
ANZGE*GEM00$A +ANZIT*ITM00$A +ANZNE*NEM00$A +ANZST*STM00$A +ANZUK*UKM00$A +   
ANZFI*FIM00$A +ANZAS*ASM00$A +ANZSO*SOM00$A +ANZKO*KOM00$A +ANZBE*BEM00$AQ+   
ANZDE*DEM00$AQ+ANZNO*NOM00$AQ+ANZSW*SWM00$AQ+ANZGR*GRM00$AQ+ANZIR*IRM00$AQ+   
ANZPO*POM00$AQ+ANZSP*SPM00$AQ+               ANZSA*SAM00$AQ+ANZVE*VEM00$AQ+   
ANZCO*COM00$AQ+ANZJO*JOM00$AQ+ANZSY*SYM00$AQ+ANZID*IDM00$AQ+ANZMA*MAM00$AQ+   
ANZPA*PAM00$AQ+ANZPH*PHM00$AQ+ANZTH*THM00$AQ+ANZCH*CHM00$AQ+ANZAR*ARM00$AQ+   
ANZBR*BRM00$AQ+ANZCE*CEM00$AQ+ANZME*MEM00$AQ+ANZPE*PEM00$AQ+ANZTU*TUM00$A +   
ANZPD*PDM00$A +ANZRU*RUM00$A +ANZUE*UEM00$A +ANZEG*EGM00$A +ANZIS*ISM00$A +   
ANZKE*KEM00$A +ANZBA*BAM00$A +ANZHK*HKM00$A +ANZSI*SIM00$A +ANZVI*VIM00$A +   
ANZNI*NIM00$A +ANZAL*ALM00$A +ANZIA*IAM00$A +ANZIN*INM00$A +ANZIQ*IQM00$A +   
ANZKU*KUM00$A +ANZLI*LIM00$A +ANZUA*UAM00$A +ANZAO*AOM00$A ;                  
IDENT SAX00$Q=                                                                
ASAUS*USM00$A +ASACA*CAM00$A +ASAJA*JAM00$A +ASAAU*AUM00$A +ASAFR*FRM00$A +   
ASAGE*GEM00$A +ASAIT*ITM00$A +ASANE*NEM00$A +ASAST*STM00$A +ASAUK*UKM00$A +   
ASAFI*FIM00$A +ASAAS*ASM00$A +ASASO*SOM00$A +ASAKO*KOM00$A +ASABE*BEM00$AQ+   
ASADE*DEM00$AQ+ASANO*NOM00$AQ+ASASW*SWM00$AQ+ASAGR*GRM00$AQ+ASAIR*IRM00$AQ+   
ASAPO*POM00$AQ+ASASP*SPM00$AQ+ASANZ*NZM00$AQ+               ASAVE*VEM00$AQ+   
ASACO*COM00$AQ+ASAJO*JOM00$AQ+ASASY*SYM00$AQ+ASAID*IDM00$AQ+ASAMA*MAM00$AQ+   
ASAPA*PAM00$AQ+ASAPH*PHM00$AQ+ASATH*THM00$AQ+ASACH*CHM00$AQ+ASAAR*ARM00$AQ+   
ASABR*BRM00$AQ+ASACE*CEM00$AQ+ASAME*MEM00$AQ+ASAPE*PEM00$AQ+ASATU*TUM00$A +   
ASAPD*PDM00$A +ASARU*RUM00$A +ASAUE*UEM00$A +ASAEG*EGM00$A +ASAIS*ISM00$A +   
ASAKE*KEM00$A +ASABA*BAM00$A +ASAHK*HKM00$A +ASASI*SIM00$A +ASAVI*VIM00$A +   
ASANI*NIM00$A +ASAAL*ALM00$A +ASAIA*IAM00$A +ASAIN*INM00$A +ASAIQ*IQM00$A +   
ASAKU*KUM00$A +ASALI*LIM00$A +ASAUA*UAM00$A +ASAAO*AOM00$A ;                  
IDENT VEX00$Q=                                                                
AVEUS*USM00$A +AVECA*CAM00$A +AVEJA*JAM00$A +AVEAU*AUM00$A +AVEFR*FRM00$A +   
AVEGE*GEM00$A +AVEIT*ITM00$A +AVENE*NEM00$A +AVEST*STM00$A +AVEUK*UKM00$A +   
AVEFI*FIM00$A +AVEAS*ASM00$A +AVESO*SOM00$A +AVEKO*KOM00$A +AVEBE*BEM00$AQ+   
AVEDE*DEM00$AQ+AVENO*NOM00$AQ+AVESW*SWM00$AQ+AVEGR*GRM00$AQ+AVEIR*IRM00$AQ+   
AVEPO*POM00$AQ+AVESP*SPM00$AQ+AVENZ*NZM00$AQ+AVESA*SAM00$AQ+                  
AVECO*COM00$AQ+AVEJO*JOM00$AQ+AVESY*SYM00$AQ+AVEID*IDM00$AQ+AVEMA*MAM00$AQ+   
AVEPA*PAM00$AQ+AVEPH*PHM00$AQ+AVETH*THM00$AQ+AVECH*CHM00$AQ+AVEAR*ARM00$AQ+   
AVEBR*BRM00$AQ+AVECE*CEM00$AQ+AVEME*MEM00$AQ+AVEPE*PEM00$AQ+AVETU*TUM00$A +   
AVEPD*PDM00$A +AVERU*RUM00$A +AVEUE*UEM00$A +AVEEG*EGM00$A +AVEIS*ISM00$A +   
AVEKE*KEM00$A +AVEBA*BAM00$A +AVEHK*HKM00$A +AVESI*SIM00$A +AVEVI*VIM00$A +   
AVENI*NIM00$A +AVEAL*ALM00$A +AVEIA*IAM00$A +AVEIN*INM00$A +AVEIQ*IQM00$A +   
AVEKU*KUM00$A +AVELI*LIM00$A +AVEUA*UAM00$A +AVEAO*AOM00$A ;                  
IDENT COX00$Q=                                                                
ACOUS*USM00$A +ACOCA*CAM00$A +ACOJA*JAM00$A +ACOAU*AUM00$A +ACOFR*FRM00$A +   
ACOGE*GEM00$A +ACOIT*ITM00$A +ACONE*NEM00$A +ACOST*STM00$A +ACOUK*UKM00$A +   
ACOFI*FIM00$A +ACOAS*ASM00$A +ACOSO*SOM00$A +ACOKO*KOM00$A +ACOBE*BEM00$AQ+   
ACODE*DEM00$AQ+ACONO*NOM00$AQ+ACOSW*SWM00$AQ+ACOGR*GRM00$AQ+ACOIR*IRM00$AQ+   
ACOPO*POM00$AQ+ACOSP*SPM00$AQ+ACONZ*NZM00$AQ+ACOSA*SAM00$AQ+ACOVE*VEM00$AQ+   
               ACOJO*JOM00$AQ+ACOSY*SYM00$AQ+ACOID*IDM00$AQ+ACOMA*MAM00$AQ+   
ACOPA*PAM00$AQ+ACOPH*PHM00$AQ+ACOTH*THM00$AQ+ACOCH*CHM00$AQ+ACOAR*ARM00$AQ+   
ACOBR*BRM00$AQ+ACOCE*CEM00$AQ+ACOME*MEM00$AQ+ACOPE*PEM00$AQ+ACOTU*TUM00$A +   
ACOPD*PDM00$A +ACORU*RUM00$A +ACOUE*UEM00$A +ACOEG*EGM00$A +ACOIS*ISM00$A +   
ACOKE*KEM00$A +ACOBA*BAM00$A +ACOHK*HKM00$A +ACOSI*SIM00$A +ACOVI*VIM00$A +   
ACONI*NIM00$A +ACOAL*ALM00$A +ACOIA*IAM00$A +ACOIN*INM00$A +ACOIQ*IQM00$A +   
ACOKU*KUM00$A +ACOLI*LIM00$A +ACOUA*UAM00$A +ACOAO*AOM00$A ;                  
IDENT JOX00$Q=                                                                
AJOUS*USM00$A +AJOCA*CAM00$A +AJOJA*JAM00$A +AJOAU*AUM00$A +AJOFR*FRM00$A +   
AJOGE*GEM00$A +AJOIT*ITM00$A +AJONE*NEM00$A +AJOST*STM00$A +AJOUK*UKM00$A +   
AJOFI*FIM00$A +AJOAS*ASM00$A +AJOSO*SOM00$A +AJOKO*KOM00$A +AJOBE*BEM00$AQ+   
AJODE*DEM00$AQ+AJONO*NOM00$AQ+AJOSW*SWM00$AQ+AJOGR*GRM00$AQ+AJOIR*IRM00$AQ+   
AJOPO*POM00$AQ+AJOSP*SPM00$AQ+AJONZ*NZM00$AQ+AJOSA*SAM00$AQ+AJOVE*VEM00$AQ+   
AJOCO*COM00$AQ+               AJOSY*SYM00$AQ+AJOID*IDM00$AQ+AJOMA*MAM00$AQ+   
AJOPA*PAM00$AQ+AJOPH*PHM00$AQ+AJOTH*THM00$AQ+AJOCH*CHM00$AQ+AJOAR*ARM00$AQ+   
AJOBR*BRM00$AQ+AJOCE*CEM00$AQ+AJOME*MEM00$AQ+AJOPE*PEM00$AQ+AJOTU*TUM00$A +   
AJOPD*PDM00$A +AJORU*RUM00$A +AJOUE*UEM00$A +AJOEG*EGM00$A +AJOIS*ISM00$A +   
AJOKE*KEM00$A +AJOBA*BAM00$A +AJOHK*HKM00$A +AJOSI*SIM00$A +AJOVI*VIM00$A +   
AJONI*NIM00$A +AJOAL*ALM00$A +AJOIA*IAM00$A +AJOIN*INM00$A +AJOIQ*IQM00$A +   
AJOKU*KUM00$A +AJOLI*LIM00$A +AJOUA*UAM00$A +AJOAO*AOM00$A ;                  
IDENT SYX00$Q=                                                                
ASYUS*USM00$A +ASYCA*CAM00$A +ASYJA*JAM00$A +ASYAU*AUM00$A +ASYFR*FRM00$A +   
ASYGE*GEM00$A +ASYIT*ITM00$A +ASYNE*NEM00$A +ASYST*STM00$A +ASYUK*UKM00$A +   
ASYFI*FIM00$A +ASYAS*ASM00$A +ASYSO*SOM00$A +ASYKO*KOM00$A +ASYBE*BEM00$AQ+   
ASYDE*DEM00$AQ+ASYNO*NOM00$AQ+ASYSW*SWM00$AQ+ASYGR*GRM00$AQ+ASYIR*IRM00$AQ+   
ASYPO*POM00$AQ+ASYSP*SPM00$AQ+ASYNZ*NZM00$AQ+ASYSA*SAM00$AQ+ASYVE*VEM00$AQ+   
ASYCO*COM00$AQ+ASYJO*JOM00$AQ+               ASYID*IDM00$AQ+ASYMA*MAM00$AQ+   
ASYPA*PAM00$AQ+ASYPH*PHM00$AQ+ASYTH*THM00$AQ+ASYCH*CHM00$AQ+ASYAR*ARM00$AQ+   
ASYBR*BRM00$AQ+ASYCE*CEM00$AQ+ASYME*MEM00$AQ+ASYPE*PEM00$AQ+ASYTU*TUM00$A +   
ASYPD*PDM00$A +ASYRU*RUM00$A +ASYUE*UEM00$A +ASYEG*EGM00$A +ASYIS*ISM00$A +   
ASYKE*KEM00$A +ASYBA*BAM00$A +ASYHK*HKM00$A +ASYSI*SIM00$A +ASYVI*VIM00$A +   
ASYNI*NIM00$A +ASYAL*ALM00$A +ASYIA*IAM00$A +ASYIN*INM00$A +ASYIQ*IQM00$A +   
ASYKU*KUM00$A +ASYLI*LIM00$A +ASYUA*UAM00$A +ASYAO*AOM00$A ;                  
IDENT IDX00$Q=                                                                
AIDUS*USM00$A +AIDCA*CAM00$A +AIDJA*JAM00$A +AIDAU*AUM00$A +AIDFR*FRM00$A +   
AIDGE*GEM00$A +AIDIT*ITM00$A +AIDNE*NEM00$A +AIDST*STM00$A +AIDUK*UKM00$A +   
AIDFI*FIM00$A +AIDAS*ASM00$A +AIDSO*SOM00$A +AIDKO*KOM00$A +AIDBE*BEM00$AQ+   
AIDDE*DEM00$AQ+AIDNO*NOM00$AQ+AIDSW*SWM00$AQ+AIDGR*GRM00$AQ+AIDIR*IRM00$AQ+   
AIDPO*POM00$AQ+AIDSP*SPM00$AQ+AIDNZ*NZM00$AQ+AIDSA*SAM00$AQ+AIDVE*VEM00$AQ+   
AIDCO*COM00$AQ+AIDJO*JOM00$AQ+AIDSY*SYM00$AQ+               AIDMA*MAM00$AQ+   
AIDPA*PAM00$AQ+AIDPH*PHM00$AQ+AIDTH*THM00$AQ+AIDCH*CHM00$AQ+AIDAR*ARM00$AQ+   
AIDBR*BRM00$AQ+AIDCE*CEM00$AQ+AIDME*MEM00$AQ+AIDPE*PEM00$AQ+AIDTU*TUM00$A +   
AIDPD*PDM00$A +AIDRU*RUM00$A +AIDUE*UEM00$A +AIDEG*EGM00$A +AIDIS*ISM00$A +   
AIDKE*KEM00$A +AIDBA*BAM00$A +AIDHK*HKM00$A +AIDSI*SIM00$A +AIDVI*VIM00$A +   
AIDNI*NIM00$A +AIDAL*ALM00$A +AIDIA*IAM00$A +AIDIN*INM00$A +AIDIQ*IQM00$A +   
AIDKU*KUM00$A +AIDLI*LIM00$A +AIDUA*UAM00$A +AIDAO*AOM00$A ;                  
IDENT MAX00$Q=                                                                
AMAUS*USM00$A +AMACA*CAM00$A +AMAJA*JAM00$A +AMAAU*AUM00$A +AMAFR*FRM00$A +   
AMAGE*GEM00$A +AMAIT*ITM00$A +AMANE*NEM00$A +AMAST*STM00$A +AMAUK*UKM00$A +   
AMAFI*FIM00$A +AMAAS*ASM00$A +AMASO*SOM00$A +AMAKO*KOM00$A +AMABE*BEM00$AQ+   
AMADE*DEM00$AQ+AMANO*NOM00$AQ+AMASW*SWM00$AQ+AMAGR*GRM00$AQ+AMAIR*IRM00$AQ+   
AMAPO*POM00$AQ+AMASP*SPM00$AQ+AMANZ*NZM00$AQ+AMASA*SAM00$AQ+AMAVE*VEM00$AQ+   
AMACO*COM00$AQ+AMAJO*JOM00$AQ+AMASY*SYM00$AQ+AMAID*IDM00$AQ+                  
AMAPA*PAM00$AQ+AMAPH*PHM00$AQ+AMATH*THM00$AQ+AMACH*CHM00$AQ+AMAAR*ARM00$AQ+   
AMABR*BRM00$AQ+AMACE*CEM00$AQ+AMAME*MEM00$AQ+AMAPE*PEM00$AQ+AMATU*TUM00$A +   
AMAPD*PDM00$A +AMARU*RUM00$A +AMAUE*UEM00$A +AMAEG*EGM00$A +AMAIS*ISM00$A +   
AMAKE*KEM00$A +AMABA*BAM00$A +AMAHK*HKM00$A +AMASI*SIM00$A +AMAVI*VIM00$A +   
AMANI*NIM00$A +AMAAL*ALM00$A +AMAIA*IAM00$A +AMAIN*INM00$A +AMAIQ*IQM00$A +   
AMAKU*KUM00$A +AMALI*LIM00$A +AMAUA*UAM00$A +AMAAO*AOM00$A ;                  
IDENT PAX00$Q=                                                                
APAUS*USM00$A +APACA*CAM00$A +APAJA*JAM00$A +APAAU*AUM00$A +APAFR*FRM00$A +   
APAGE*GEM00$A +APAIT*ITM00$A +APANE*NEM00$A +APAST*STM00$A +APAUK*UKM00$A +   
APAFI*FIM00$A +APAAS*ASM00$A +APASO*SOM00$A +APAKO*KOM00$A +APABE*BEM00$AQ+   
APADE*DEM00$AQ+APANO*NOM00$AQ+APASW*SWM00$AQ+APAGR*GRM00$AQ+APAIR*IRM00$AQ+   
APAPO*POM00$AQ+APASP*SPM00$AQ+APANZ*NZM00$AQ+APASA*SAM00$AQ+APAVE*VEM00$AQ+   
APACO*COM00$AQ+APAJO*JOM00$AQ+APASY*SYM00$AQ+APAID*IDM00$AQ+APAMA*MAM00$AQ+   
               APAPH*PHM00$AQ+APATH*THM00$AQ+APACH*CHM00$AQ+APAAR*ARM00$AQ+   
APABR*BRM00$AQ+APACE*CEM00$AQ+APAME*MEM00$AQ+APAPE*PEM00$AQ+APATU*TUM00$A +   
APAPD*PDM00$A +APARU*RUM00$A +APAUE*UEM00$A +APAEG*EGM00$A +APAIS*ISM00$A +   
APAKE*KEM00$A +APABA*BAM00$A +APAHK*HKM00$A +APASI*SIM00$A +APAVI*VIM00$A +   
APANI*NIM00$A +APAAL*ALM00$A +APAIA*IAM00$A +APAIN*INM00$A +APAIQ*IQM00$A +   
APAKU*KUM00$A +APALI*LIM00$A +APAUA*UAM00$A +APAAO*AOM00$A ;                  
IDENT PHX00$Q=                                                                
APHUS*USM00$A +APHCA*CAM00$A +APHJA*JAM00$A +APHAU*AUM00$A +APHFR*FRM00$A +   
APHGE*GEM00$A +APHIT*ITM00$A +APHNE*NEM00$A +APHST*STM00$A +APHUK*UKM00$A +   
APHFI*FIM00$A +APHAS*ASM00$A +APHSO*SOM00$A +APHKO*KOM00$A +APHBE*BEM00$AQ+   
APHDE*DEM00$AQ+APHNO*NOM00$AQ+APHSW*SWM00$AQ+APHGR*GRM00$AQ+APHIR*IRM00$AQ+   
APHPO*POM00$AQ+APHSP*SPM00$AQ+APHNZ*NZM00$AQ+APHSA*SAM00$AQ+APHVE*VEM00$AQ+   
APHCO*COM00$AQ+APHJO*JOM00$AQ+APHSY*SYM00$AQ+APHID*IDM00$AQ+APHMA*MAM00$AQ+   
APHPA*PAM00$AQ+               APHTH*THM00$AQ+APHCH*CHM00$AQ+APHAR*ARM00$AQ+   
APHBR*BRM00$AQ+APHCE*CEM00$AQ+APHME*MEM00$AQ+APHPE*PEM00$AQ+APHTU*TUM00$A +   
APHPD*PDM00$A +APHRU*RUM00$A +APHUE*UEM00$A +APHEG*EGM00$A +APHIS*ISM00$A +   
APHKE*KEM00$A +APHBA*BAM00$A +APHHK*HKM00$A +APHSI*SIM00$A +APHVI*VIM00$A +   
APHNI*NIM00$A +APHAL*ALM00$A +APHIA*IAM00$A +APHIN*INM00$A +APHIQ*IQM00$A +   
APHKU*KUM00$A +APHLI*LIM00$A +APHUA*UAM00$A +APHAO*AOM00$A ;                  
IDENT THX00$Q=                                                                
ATHUS*USM00$A +ATHCA*CAM00$A +ATHJA*JAM00$A +ATHAU*AUM00$A +ATHFR*FRM00$A +   
ATHGE*GEM00$A +ATHIT*ITM00$A +ATHNE*NEM00$A +ATHST*STM00$A +ATHUK*UKM00$A +   
ATHFI*FIM00$A +ATHAS*ASM00$A +ATHSO*SOM00$A +ATHKO*KOM00$A +ATHBE*BEM00$AQ+   
ATHDE*DEM00$AQ+ATHNO*NOM00$AQ+ATHSW*SWM00$AQ+ATHGR*GRM00$AQ+ATHIR*IRM00$AQ+   
ATHPO*POM00$AQ+ATHSP*SPM00$AQ+ATHNZ*NZM00$AQ+ATHSA*SAM00$AQ+ATHVE*VEM00$AQ+   
ATHCO*COM00$AQ+ATHJO*JOM00$AQ+ATHSY*SYM00$AQ+ATHID*IDM00$AQ+ATHMA*MAM00$AQ+   
ATHPA*PAM00$AQ+ATHPH*PHM00$AQ+               ATHCH*CHM00$AQ+ATHAR*ARM00$AQ+   
ATHBR*BRM00$AQ+ATHCE*CEM00$AQ+ATHME*MEM00$AQ+ATHPE*PEM00$AQ+ATHTU*TUM00$A +   
ATHPD*PDM00$A +ATHRU*RUM00$A +ATHUE*UEM00$A +ATHEG*EGM00$A +ATHIS*ISM00$A +   
ATHKE*KEM00$A +ATHBA*BAM00$A +ATHHK*HKM00$A +ATHSI*SIM00$A +ATHVI*VIM00$A +   
ATHNI*NIM00$A +ATHAL*ALM00$A +ATHIA*IAM00$A +ATHIN*INM00$A +ATHIQ*IQM00$A +   
ATHKU*KUM00$A +ATHLI*LIM00$A +ATHUA*UAM00$A +ATHAO*AOM00$A ;                  
IDENT CHX00$Q=                                                                
ACHUS*USM00$A +ACHCA*CAM00$A +ACHJA*JAM00$A +ACHAU*AUM00$A +ACHFR*FRM00$A +   
ACHGE*GEM00$A +ACHIT*ITM00$A +ACHNE*NEM00$A +ACHST*STM00$A +ACHUK*UKM00$A +   
ACHFI*FIM00$A +ACHAS*ASM00$A +ACHSO*SOM00$A +ACHKO*KOM00$A +ACHBE*BEM00$AQ+   
ACHDE*DEM00$AQ+ACHNO*NOM00$AQ+ACHSW*SWM00$AQ+ACHGR*GRM00$AQ+ACHIR*IRM00$AQ+   
ACHPO*POM00$AQ+ACHSP*SPM00$AQ+ACHNZ*NZM00$AQ+ACHSA*SAM00$AQ+ACHVE*VEM00$AQ+   
ACHCO*COM00$AQ+ACHJO*JOM00$AQ+ACHSY*SYM00$AQ+ACHID*IDM00$AQ+ACHMA*MAM00$AQ+   
ACHPA*PAM00$AQ+ACHPH*PHM00$AQ+ACHTH*THM00$AQ+               ACHAR*ARM00$AQ+   
ACHBR*BRM00$AQ+ACHCE*CEM00$AQ+ACHME*MEM00$AQ+ACHPE*PEM00$AQ+ACHTU*TUM00$A +   
ACHPD*PDM00$A +ACHRU*RUM00$A +ACHUE*UEM00$A +ACHEG*EGM00$A +ACHIS*ISM00$A +   
ACHKE*KEM00$A +ACHBA*BAM00$A +ACHHK*HKM00$A +ACHSI*SIM00$A +ACHVI*VIM00$A +   
ACHNI*NIM00$A +ACHAL*ALM00$A +ACHIA*IAM00$A +ACHIN*INM00$A +ACHIQ*IQM00$A +   
ACHKU*KUM00$A +ACHLI*LIM00$A +ACHUA*UAM00$A +ACHAO*AOM00$A ;                  
IDENT ARX00$Q=                                                                
AARUS*USM00$A +AARCA*CAM00$A +AARJA*JAM00$A +AARAU*AUM00$A +AARFR*FRM00$A +   
AARGE*GEM00$A +AARIT*ITM00$A +AARNE*NEM00$A +AARST*STM00$A +AARUK*UKM00$A +   
AARFI*FIM00$A +AARAS*ASM00$A +AARSO*SOM00$A +AARKO*KOM00$A +AARBE*BEM00$AQ+   
AARDE*DEM00$AQ+AARNO*NOM00$AQ+AARSW*SWM00$AQ+AARGR*GRM00$AQ+AARIR*IRM00$AQ+   
AARPO*POM00$AQ+AARSP*SPM00$AQ+AARNZ*NZM00$AQ+AARSA*SAM00$AQ+AARVE*VEM00$AQ+   
AARCO*COM00$AQ+AARJO*JOM00$AQ+AARSY*SYM00$AQ+AARID*IDM00$AQ+AARMA*MAM00$AQ+   
AARPA*PAM00$AQ+AARPH*PHM00$AQ+AARTH*THM00$AQ+AARCH*CHM00$AQ+                  
AARBR*BRM00$AQ+AARCE*CEM00$AQ+AARME*MEM00$AQ+AARPE*PEM00$AQ+AARTU*TUM00$A +   
AARPD*PDM00$A +AARRU*RUM00$A +AARUE*UEM00$A +AAREG*EGM00$A +AARIS*ISM00$A +   
AARKE*KEM00$A +AARBA*BAM00$A +AARHK*HKM00$A +AARSI*SIM00$A +AARVI*VIM00$A +   
AARNI*NIM00$A +AARAL*ALM00$A +AARIA*IAM00$A +AARIN*INM00$A +AARIQ*IQM00$A +   
AARKU*KUM00$A +AARLI*LIM00$A +AARUA*UAM00$A +AARAO*AOM00$A ;                  
IDENT BRX00$Q=                                                                
ABRUS*USM00$A +ABRCA*CAM00$A +ABRJA*JAM00$A +ABRAU*AUM00$A +ABRFR*FRM00$A +   
ABRGE*GEM00$A +ABRIT*ITM00$A +ABRNE*NEM00$A +ABRST*STM00$A +ABRUK*UKM00$A +   
ABRFI*FIM00$A +ABRAS*ASM00$A +ABRSO*SOM00$A +ABRKO*KOM00$A +ABRBE*BEM00$AQ+   
ABRDE*DEM00$AQ+ABRNO*NOM00$AQ+ABRSW*SWM00$AQ+ABRGR*GRM00$AQ+ABRIR*IRM00$AQ+   
ABRPO*POM00$AQ+ABRSP*SPM00$AQ+ABRNZ*NZM00$AQ+ABRSA*SAM00$AQ+ABRVE*VEM00$AQ+   
ABRCO*COM00$AQ+ABRJO*JOM00$AQ+ABRSY*SYM00$AQ+ABRID*IDM00$AQ+ABRMA*MAM00$AQ+   
ABRPA*PAM00$AQ+ABRPH*PHM00$AQ+ABRTH*THM00$AQ+ABRCH*CHM00$AQ+ABRAR*ARM00$AQ+   
               ABRCE*CEM00$AQ+ABRME*MEM00$AQ+ABRPE*PEM00$AQ+ABRTU*TUM00$A +   
ABRPD*PDM00$A +ABRRU*RUM00$A +ABRUE*UEM00$A +ABREG*EGM00$A +ABRIS*ISM00$A +   
ABRKE*KEM00$A +ABRBA*BAM00$A +ABRHK*HKM00$A +ABRSI*SIM00$A +ABRVI*VIM00$A +   
ABRNI*NIM00$A +ABRAL*ALM00$A +ABRIA*IAM00$A +ABRIN*INM00$A +ABRIQ*IQM00$A +   
ABRKU*KUM00$A +ABRLI*LIM00$A +ABRUA*UAM00$A +ABRAO*AOM00$A ;                  
IDENT CEX00$Q=                                                                
ACEUS*USM00$A +ACECA*CAM00$A +ACEJA*JAM00$A +ACEAU*AUM00$A +ACEFR*FRM00$A +   
ACEGE*GEM00$A +ACEIT*ITM00$A +ACENE*NEM00$A +ACEST*STM00$A +ACEUK*UKM00$A +   
ACEFI*FIM00$A +ACEAS*ASM00$A +ACESO*SOM00$A +ACEKO*KOM00$A +ACEBE*BEM00$AQ+   
ACEDE*DEM00$AQ+ACENO*NOM00$AQ+ACESW*SWM00$AQ+ACEGR*GRM00$AQ+ACEIR*IRM00$AQ+   
ACEPO*POM00$AQ+ACESP*SPM00$AQ+ACENZ*NZM00$AQ+ACESA*SAM00$AQ+ACEVE*VEM00$AQ+   
ACECO*COM00$AQ+ACEJO*JOM00$AQ+ACESY*SYM00$AQ+ACEID*IDM00$AQ+ACEMA*MAM00$AQ+   
ACEPA*PAM00$AQ+ACEPH*PHM00$AQ+ACETH*THM00$AQ+ACECH*CHM00$AQ+ACEAR*ARM00$AQ+   
ACEBR*BRM00$AQ+               ACEME*MEM00$AQ+ACEPE*PEM00$AQ+ACETU*TUM00$A +   
ACEPD*PDM00$A +ACERU*RUM00$A +ACEUE*UEM00$A +ACEEG*EGM00$A +ACEIS*ISM00$A +   
ACEKE*KEM00$A +ACEBA*BAM00$A +ACEHK*HKM00$A +ACESI*SIM00$A +ACEVI*VIM00$A +   
ACENI*NIM00$A +ACEAL*ALM00$A +ACEIA*IAM00$A +ACEIN*INM00$A +ACEIQ*IQM00$A +   
ACEKU*KUM00$A +ACELI*LIM00$A +ACEUA*UAM00$A +ACEAO*AOM00$A ;                  
IDENT MEX00$Q=                                                                
AMEUS*USM00$A +AMECA*CAM00$A +AMEJA*JAM00$A +AMEAU*AUM00$A +AMEFR*FRM00$A +   
AMEGE*GEM00$A +AMEIT*ITM00$A +AMENE*NEM00$A +AMEST*STM00$A +AMEUK*UKM00$A +   
AMEFI*FIM00$A +AMEAS*ASM00$A +AMESO*SOM00$A +AMEKO*KOM00$A +AMEBE*BEM00$AQ+   
AMEDE*DEM00$AQ+AMENO*NOM00$AQ+AMESW*SWM00$AQ+AMEGR*GRM00$AQ+AMEIR*IRM00$AQ+   
AMEPO*POM00$AQ+AMESP*SPM00$AQ+AMENZ*NZM00$AQ+AMESA*SAM00$AQ+AMEVE*VEM00$AQ+   
AMECO*COM00$AQ+AMEJO*JOM00$AQ+AMESY*SYM00$AQ+AMEID*IDM00$AQ+AMEMA*MAM00$AQ+   
AMEPA*PAM00$AQ+AMEPH*PHM00$AQ+AMETH*THM00$AQ+AMECH*CHM00$AQ+AMEAR*ARM00$AQ+   
AMEBR*BRM00$AQ+AMECE*CEM00$AQ+               AMEPE*PEM00$AQ+AMETU*TUM00$A +   
AMEPD*PDM00$A +AMERU*RUM00$A +AMEUE*UEM00$A +AMEEG*EGM00$A +AMEIS*ISM00$A +   
AMEKE*KEM00$A +AMEBA*BAM00$A +AMEHK*HKM00$A +AMESI*SIM00$A +AMEVI*VIM00$A +   
AMENI*NIM00$A +AMEAL*ALM00$A +AMEIA*IAM00$A +AMEIN*INM00$A +AMEIQ*IQM00$A +   
AMEKU*KUM00$A +AMELI*LIM00$A +AMEUA*UAM00$A +AMEAO*AOM00$A ;                  
IDENT PEX00$Q=                                                                
APEUS*USM00$A +APECA*CAM00$A +APEJA*JAM00$A +APEAU*AUM00$A +APEFR*FRM00$A +   
APEGE*GEM00$A +APEIT*ITM00$A +APENE*NEM00$A +APEST*STM00$A +APEUK*UKM00$A +   
APEFI*FIM00$A +APEAS*ASM00$A +APESO*SOM00$A +APEKO*KOM00$A +APEBE*BEM00$AQ+   
APEDE*DEM00$AQ+APENO*NOM00$AQ+APESW*SWM00$AQ+APEGR*GRM00$AQ+APEIR*IRM00$AQ+   
APEPO*POM00$AQ+APESP*SPM00$AQ+APENZ*NZM00$AQ+APESA*SAM00$AQ+APEVE*VEM00$AQ+   
APECO*COM00$AQ+APEJO*JOM00$AQ+APESY*SYM00$AQ+APEID*IDM00$AQ+APEMA*MAM00$AQ+   
APEPA*PAM00$AQ+APEPH*PHM00$AQ+APETH*THM00$AQ+APECH*CHM00$AQ+APEAR*ARM00$AQ+   
APEBR*BRM00$AQ+APECE*CEM00$AQ+APEME*MEM00$AQ+               APETU*TUM00$A +   
APEPD*PDM00$A +APERU*RUM00$A +APEUE*UEM00$A +APEEG*EGM00$A +APEIS*ISM00$A +   
APEKE*KEM00$A +APEBA*BAM00$A +APEHK*HKM00$A +APESI*SIM00$A +APEVI*VIM00$A +   
APENI*NIM00$A +APEAL*ALM00$A +APEIA*IAM00$A +APEIN*INM00$A +APEIQ*IQM00$A +   
APEKU*KUM00$A +APELI*LIM00$A +APEUA*UAM00$A +APEAO*AOM00$A ;                  
IDENT TUX00$ =                                                                
ATUUS*USM00$A +ATUCA*CAM00$A +ATUJA*JAM00$A +ATUAU*AUM00$A +ATUFR*FRM00$A +   
ATUGE*GEM00$A +ATUIT*ITM00$A +ATUNE*NEM00$A +ATUST*STM00$A +ATUUK*UKM00$A +   
ATUFI*FIM00$A +ATUAS*ASM00$A +ATUSO*SOM00$A +ATUKO*KOM00$A +ATUBE*BEM00$AQ+   
ATUDE*DEM00$AQ+ATUNO*NOM00$AQ+ATUSW*SWM00$AQ+ATUGR*GRM00$AQ+ATUIR*IRM00$AQ+   
ATUPO*POM00$AQ+ATUSP*SPM00$AQ+ATUNZ*NZM00$AQ+ATUSA*SAM00$AQ+ATUVE*VEM00$AQ+   
ATUCO*COM00$AQ+ATUJO*JOM00$AQ+ATUSY*SYM00$AQ+ATUID*IDM00$AQ+ATUMA*MAM00$AQ+   
ATUPA*PAM00$AQ+ATUPH*PHM00$AQ+ATUTH*THM00$AQ+ATUCH*CHM00$AQ+ATUAR*ARM00$AQ+   
ATUBR*BRM00$AQ+ATUCE*CEM00$AQ+ATUME*MEM00$AQ+ATUPE*PEM00$AQ+                  
ATUPD*PDM00$A +ATURU*RUM00$A +ATUUE*UEM00$A +ATUEG*EGM00$A +ATUIS*ISM00$A +   
ATUKE*KEM00$A +ATUBA*BAM00$A +ATUHK*HKM00$A +ATUSI*SIM00$A +ATUVI*VIM00$A +   
ATUNI*NIM00$A +ATUAL*ALM00$A +ATUIA*IAM00$A +ATUIN*INM00$A +ATUIQ*IQM00$A +   
ATUKU*KUM00$A +ATULI*LIM00$A +ATUUA*UAM00$A +ATUAO*AOM00$A ;                  
IDENT PDX00$ =                                                                
APDUS*USM00$A +APDCA*CAM00$A +APDJA*JAM00$A +APDAU*AUM00$A +APDFR*FRM00$A +   
APDGE*GEM00$A +APDIT*ITM00$A +APDNE*NEM00$A +APDST*STM00$A +APDUK*UKM00$A +   
APDFI*FIM00$A +APDAS*ASM00$A +APDSO*SOM00$A +APDKO*KOM00$A +APDBE*BEM00$AQ+   
APDDE*DEM00$AQ+APDNO*NOM00$AQ+APDSW*SWM00$AQ+APDGR*GRM00$AQ+APDIR*IRM00$AQ+   
APDPO*POM00$AQ+APDSP*SPM00$AQ+APDNZ*NZM00$AQ+APDSA*SAM00$AQ+APDVE*VEM00$AQ+   
APDCO*COM00$AQ+APDJO*JOM00$AQ+APDSY*SYM00$AQ+APDID*IDM00$AQ+APDMA*MAM00$AQ+   
APDPA*PAM00$AQ+APDPH*PHM00$AQ+APDTH*THM00$AQ+APDCH*CHM00$AQ+APDAR*ARM00$AQ+   
APDBR*BRM00$AQ+APDCE*CEM00$AQ+APDME*MEM00$AQ+APDPE*PEM00$AQ+APDTU*TUM00$A +   
               APDRU*RUM00$A +APDUE*UEM00$A +APDEG*EGM00$A +APDIS*ISM00$A +   
APDKE*KEM00$A +APDBA*BAM00$A +APDHK*HKM00$A +APDSI*SIM00$A +APDVI*VIM00$A +   
APDNI*NIM00$A +APDAL*ALM00$A +APDIA*IAM00$A +APDIN*INM00$A +APDIQ*IQM00$A +   
APDKU*KUM00$A +APDLI*LIM00$A +APDUA*UAM00$A +APDAO*AOM00$A ;                  
IDENT RUX00$ =                                                                
ARUUS*USM00$A +ARUCA*CAM00$A +ARUJA*JAM00$A +ARUAU*AUM00$A +ARUFR*FRM00$A +   
ARUGE*GEM00$A +ARUIT*ITM00$A +ARUNE*NEM00$A +ARUST*STM00$A +ARUUK*UKM00$A +   
ARUFI*FIM00$A +ARUAS*ASM00$A +ARUSO*SOM00$A +ARUKO*KOM00$A +ARUBE*BEM00$AQ+   
ARUDE*DEM00$AQ+ARUNO*NOM00$AQ+ARUSW*SWM00$AQ+ARUGR*GRM00$AQ+ARUIR*IRM00$AQ+   
ARUPO*POM00$AQ+ARUSP*SPM00$AQ+ARUNZ*NZM00$AQ+ARUSA*SAM00$AQ+ARUVE*VEM00$AQ+   
ARUCO*COM00$AQ+ARUJO*JOM00$AQ+ARUSY*SYM00$AQ+ARUID*IDM00$AQ+ARUMA*MAM00$AQ+   
ARUPA*PAM00$AQ+ARUPH*PHM00$AQ+ARUTH*THM00$AQ+ARUCH*CHM00$AQ+ARUAR*ARM00$AQ+   
ARUBR*BRM00$AQ+ARUCE*CEM00$AQ+ARUME*MEM00$AQ+ARUPE*PEM00$AQ+ARUTU*TUM00$A +   
ARUPD*PDM00$A +               ARUUE*UEM00$A +ARUEG*EGM00$A +ARUIS*ISM00$A +   
ARUKE*KEM00$A +ARUBA*BAM00$A +ARUHK*HKM00$A +ARUSI*SIM00$A +ARUVI*VIM00$A +   
ARUNI*NIM00$A +ARUAL*ALM00$A +ARUIA*IAM00$A +ARUIN*INM00$A +ARUIQ*IQM00$A +   
ARUKU*KUM00$A +ARULI*LIM00$A +ARUUA*UAM00$A +ARUAO*AOM00$A ;                  
IDENT UEX00$ =                                                                
AUEUS*USM00$A +AUECA*CAM00$A +AUEJA*JAM00$A +AUEAU*AUM00$A +AUEFR*FRM00$A +   
AUEGE*GEM00$A +AUEIT*ITM00$A +AUENE*NEM00$A +AUEST*STM00$A +AUEUK*UKM00$A +   
AUEFI*FIM00$A +AUEAS*ASM00$A +AUESO*SOM00$A +AUEKO*KOM00$A +AUEBE*BEM00$AQ+   
AUEDE*DEM00$AQ+AUENO*NOM00$AQ+AUESW*SWM00$AQ+AUEGR*GRM00$AQ+AUEIR*IRM00$AQ+   
AUEPO*POM00$AQ+AUESP*SPM00$AQ+AUENZ*NZM00$AQ+AUESA*SAM00$AQ+AUEVE*VEM00$AQ+   
AUECO*COM00$AQ+AUEJO*JOM00$AQ+AUESY*SYM00$AQ+AUEID*IDM00$AQ+AUEMA*MAM00$AQ+   
AUEPA*PAM00$AQ+AUEPH*PHM00$AQ+AUETH*THM00$AQ+AUECH*CHM00$AQ+AUEAR*ARM00$AQ+   
AUEBR*BRM00$AQ+AUECE*CEM00$AQ+AUEME*MEM00$AQ+AUEPE*PEM00$AQ+AUETU*TUM00$A +   
AUEPD*PDM00$A +AUERU*RUM00$A +               AUEEG*EGM00$A +AUEIS*ISM00$A +   
AUEKE*KEM00$A +AUEBA*BAM00$A +AUEHK*HKM00$A +AUESI*SIM00$A +AUEVI*VIM00$A +   
AUENI*NIM00$A +AUEAL*ALM00$A +AUEIA*IAM00$A +AUEIN*INM00$A +AUEIQ*IQM00$A +   
AUEKU*KUM00$A +AUELI*LIM00$A +AUEUA*UAM00$A +AUEAO*AOM00$A ;                  
IDENT EGX00$ =                                                                
AEGUS*USM00$A +AEGCA*CAM00$A +AEGJA*JAM00$A +AEGAU*AUM00$A +AEGFR*FRM00$A +   
AEGGE*GEM00$A +AEGIT*ITM00$A +AEGNE*NEM00$A +AEGST*STM00$A +AEGUK*UKM00$A +   
AEGFI*FIM00$A +AEGAS*ASM00$A +AEGSO*SOM00$A +AEGKO*KOM00$A +AEGBE*BEM00$AQ+   
AEGDE*DEM00$AQ+AEGNO*NOM00$AQ+AEGSW*SWM00$AQ+AEGGR*GRM00$AQ+AEGIR*IRM00$AQ+   
AEGPO*POM00$AQ+AEGSP*SPM00$AQ+AEGNZ*NZM00$AQ+AEGSA*SAM00$AQ+AEGVE*VEM00$AQ+   
AEGCO*COM00$AQ+AEGJO*JOM00$AQ+AEGSY*SYM00$AQ+AEGID*IDM00$AQ+AEGMA*MAM00$AQ+   
AEGPA*PAM00$AQ+AEGPH*PHM00$AQ+AEGTH*THM00$AQ+AEGCH*CHM00$AQ+AEGAR*ARM00$AQ+   
AEGBR*BRM00$AQ+AEGCE*CEM00$AQ+AEGME*MEM00$AQ+AEGPE*PEM00$AQ+AEGTU*TUM00$A +   
AEGPD*PDM00$A +AEGRU*RUM00$A +AEGUE*UEM00$A +               AEGIS*ISM00$A +   
AEGKE*KEM00$A +AEGBA*BAM00$A +AEGHK*HKM00$A +AEGSI*SIM00$A +AEGVI*VIM00$A +   
AEGNI*NIM00$A +AEGAL*ALM00$A +AEGIA*IAM00$A +AEGIN*INM00$A +AEGIQ*IQM00$A +   
AEGKU*KUM00$A +AEGLI*LIM00$A +AEGUA*UAM00$A +AEGAO*AOM00$A ;                  
IDENT ISX00$ =                                                                
AISUS*USM00$A +AISCA*CAM00$A +AISJA*JAM00$A +AISAU*AUM00$A +AISFR*FRM00$A +   
AISGE*GEM00$A +AISIT*ITM00$A +AISNE*NEM00$A +AISST*STM00$A +AISUK*UKM00$A +   
AISFI*FIM00$A +AISAS*ASM00$A +AISSO*SOM00$A +AISKO*KOM00$A +AISBE*BEM00$AQ+   
AISDE*DEM00$AQ+AISNO*NOM00$AQ+AISSW*SWM00$AQ+AISGR*GRM00$AQ+AISIR*IRM00$AQ+   
AISPO*POM00$AQ+AISSP*SPM00$AQ+AISNZ*NZM00$AQ+AISSA*SAM00$AQ+AISVE*VEM00$AQ+   
AISCO*COM00$AQ+AISJO*JOM00$AQ+AISSY*SYM00$AQ+AISID*IDM00$AQ+AISMA*MAM00$AQ+   
AISPA*PAM00$AQ+AISPH*PHM00$AQ+AISTH*THM00$AQ+AISCH*CHM00$AQ+AISAR*ARM00$AQ+   
AISBR*BRM00$AQ+AISCE*CEM00$AQ+AISME*MEM00$AQ+AISPE*PEM00$AQ+AISTU*TUM00$A +   
AISPD*PDM00$A +AISRU*RUM00$A +AISUE*UEM00$A +AISEG*EGM00$A +                  
AISKE*KEM00$A +AISBA*BAM00$A +AISHK*HKM00$A +AISSI*SIM00$A +AISVI*VIM00$A +   
AISNI*NIM00$A +AISAL*ALM00$A +AISIA*IAM00$A +AISIN*INM00$A +AISIQ*IQM00$A +   
AISKU*KUM00$A +AISLI*LIM00$A +AISUA*UAM00$A +AISAO*AOM00$A ;                  
IDENT KEX00$ =                                                                
AKEUS*USM00$A +AKECA*CAM00$A +AKEJA*JAM00$A +AKEAU*AUM00$A +AKEFR*FRM00$A +   
AKEGE*GEM00$A +AKEIT*ITM00$A +AKENE*NEM00$A +AKEST*STM00$A +AKEUK*UKM00$A +   
AKEFI*FIM00$A +AKEAS*ASM00$A +AKESO*SOM00$A +AKEKO*KOM00$A +AKEBE*BEM00$AQ+   
AKEDE*DEM00$AQ+AKENO*NOM00$AQ+AKESW*SWM00$AQ+AKEGR*GRM00$AQ+AKEIR*IRM00$AQ+   
AKEPO*POM00$AQ+AKESP*SPM00$AQ+AKENZ*NZM00$AQ+AKESA*SAM00$AQ+AKEVE*VEM00$AQ+   
AKECO*COM00$AQ+AKEJO*JOM00$AQ+AKESY*SYM00$AQ+AKEID*IDM00$AQ+AKEMA*MAM00$AQ+   
AKEPA*PAM00$AQ+AKEPH*PHM00$AQ+AKETH*THM00$AQ+AKECH*CHM00$AQ+AKEAR*ARM00$AQ+   
AKEBR*BRM00$AQ+AKECE*CEM00$AQ+AKEME*MEM00$AQ+AKEPE*PEM00$AQ+AKETU*TUM00$A +   
AKEPD*PDM00$A +AKERU*RUM00$A +AKEUE*UEM00$A +AKEEG*EGM00$A +AKEIS*ISM00$A +   
               AKEBA*BAM00$A +AKEHK*HKM00$A +AKESI*SIM00$A +AKEVI*VIM00$A +   
AKENI*NIM00$A +AKEAL*ALM00$A +AKEIA*IAM00$A +AKEIN*INM00$A +AKEIQ*IQM00$A +   
AKEKU*KUM00$A +AKELI*LIM00$A +AKEUA*UAM00$A +AKEAO*AOM00$A ;                  
IDENT BAX00$ =                                                                
ABAUS*USM00$A +ABACA*CAM00$A +ABAJA*JAM00$A +ABAAU*AUM00$A +ABAFR*FRM00$A +   
ABAGE*GEM00$A +ABAIT*ITM00$A +ABANE*NEM00$A +ABAST*STM00$A +ABAUK*UKM00$A +   
ABAFI*FIM00$A +ABAAS*ASM00$A +ABASO*SOM00$A +ABAKO*KOM00$A +ABABE*BEM00$AQ+   
ABADE*DEM00$AQ+ABANO*NOM00$AQ+ABASW*SWM00$AQ+ABAGR*GRM00$AQ+ABAIR*IRM00$AQ+   
ABAPO*POM00$AQ+ABASP*SPM00$AQ+ABANZ*NZM00$AQ+ABASA*SAM00$AQ+ABAVE*VEM00$AQ+   
ABACO*COM00$AQ+ABAJO*JOM00$AQ+ABASY*SYM00$AQ+ABAID*IDM00$AQ+ABAMA*MAM00$AQ+   
ABAPA*PAM00$AQ+ABAPH*PHM00$AQ+ABATH*THM00$AQ+ABACH*CHM00$AQ+ABAAR*ARM00$AQ+   
ABABR*BRM00$AQ+ABACE*CEM00$AQ+ABAME*MEM00$AQ+ABAPE*PEM00$AQ+ABATU*TUM00$A +   
ABAPD*PDM00$A +ABARU*RUM00$A +ABAUE*UEM00$A +ABAEG*EGM00$A +ABAIS*ISM00$A +   
ABAKE*KEM00$A +               ABAHK*HKM00$A +ABASI*SIM00$A +ABAVI*VIM00$A +   
ABANI*NIM00$A +ABAAL*ALM00$A +ABAIA*IAM00$A +ABAIN*INM00$A +ABAIQ*IQM00$A +   
ABAKU*KUM00$A +ABALI*LIM00$A +ABAUA*UAM00$A +ABAAO*AOM00$A ;                  
IDENT HKX00$ =                                                                
AHKUS*USM00$A +AHKCA*CAM00$A +AHKJA*JAM00$A +AHKAU*AUM00$A +AHKFR*FRM00$A +   
AHKGE*GEM00$A +AHKIT*ITM00$A +AHKNE*NEM00$A +AHKST*STM00$A +AHKUK*UKM00$A +   
AHKFI*FIM00$A +AHKAS*ASM00$A +AHKSO*SOM00$A +AHKKO*KOM00$A +AHKBE*BEM00$AQ+   
AHKDE*DEM00$AQ+AHKNO*NOM00$AQ+AHKSW*SWM00$AQ+AHKGR*GRM00$AQ+AHKIR*IRM00$AQ+   
AHKPO*POM00$AQ+AHKSP*SPM00$AQ+AHKNZ*NZM00$AQ+AHKSA*SAM00$AQ+AHKVE*VEM00$AQ+   
AHKCO*COM00$AQ+AHKJO*JOM00$AQ+AHKSY*SYM00$AQ+AHKID*IDM00$AQ+AHKMA*MAM00$AQ+   
AHKPA*PAM00$AQ+AHKPH*PHM00$AQ+AHKTH*THM00$AQ+AHKCH*CHM00$AQ+AHKAR*ARM00$AQ+   
AHKBR*BRM00$AQ+AHKCE*CEM00$AQ+AHKME*MEM00$AQ+AHKPE*PEM00$AQ+AHKTU*TUM00$A +   
AHKPD*PDM00$A +AHKRU*RUM00$A +AHKUE*UEM00$A +AHKEG*EGM00$A +AHKIS*ISM00$A +   
AHKKE*KEM00$A +AHKBA*BAM00$A +               AHKSI*SIM00$A +AHKVI*VIM00$A +   
AHKNI*NIM00$A +AHKAL*ALM00$A +AHKIA*IAM00$A +AHKIN*INM00$A +AHKIQ*IQM00$A +   
AHKKU*KUM00$A +AHKLI*LIM00$A +AHKUA*UAM00$A +AHKAO*AOM00$A ;                  
IDENT SIX00$ =                                                                
ASIUS*USM00$A +ASICA*CAM00$A +ASIJA*JAM00$A +ASIAU*AUM00$A +ASIFR*FRM00$A +   
ASIGE*GEM00$A +ASIIT*ITM00$A +ASINE*NEM00$A +ASIST*STM00$A +ASIUK*UKM00$A +   
ASIFI*FIM00$A +ASIAS*ASM00$A +ASISO*SOM00$A +ASIKO*KOM00$A +ASIBE*BEM00$AQ+   
ASIDE*DEM00$AQ+ASINO*NOM00$AQ+ASISW*SWM00$AQ+ASIGR*GRM00$AQ+ASIIR*IRM00$AQ+   
ASIPO*POM00$AQ+ASISP*SPM00$AQ+ASINZ*NZM00$AQ+ASISA*SAM00$AQ+ASIVE*VEM00$AQ+   
ASICO*COM00$AQ+ASIJO*JOM00$AQ+ASISY*SYM00$AQ+ASIID*IDM00$AQ+ASIMA*MAM00$AQ+   
ASIPA*PAM00$AQ+ASIPH*PHM00$AQ+ASITH*THM00$AQ+ASICH*CHM00$AQ+ASIAR*ARM00$AQ+   
ASIBR*BRM00$AQ+ASICE*CEM00$AQ+ASIME*MEM00$AQ+ASIPE*PEM00$AQ+ASITU*TUM00$A +   
ASIPD*PDM00$A +ASIRU*RUM00$A +ASIUE*UEM00$A +ASIEG*EGM00$A +ASIIS*ISM00$A +   
ASIKE*KEM00$A +ASIBA*BAM00$A +ASIHK*HKM00$A +               ASIVI*VIM00$A +   
ASINI*NIM00$A +ASIAL*ALM00$A +ASIIA*IAM00$A +ASIIN*INM00$A +ASIIQ*IQM00$A +   
ASIKU*KUM00$A +ASILI*LIM00$A +ASIUA*UAM00$A +ASIAO*AOM00$A ;                  
IDENT VIX00$ =                                                                
AVIUS*USM00$A +AVICA*CAM00$A +AVIJA*JAM00$A +AVIAU*AUM00$A +AVIFR*FRM00$A +   
AVIGE*GEM00$A +AVIIT*ITM00$A +AVINE*NEM00$A +AVIST*STM00$A +AVIUK*UKM00$A +   
AVIFI*FIM00$A +AVIAS*ASM00$A +AVISO*SOM00$A +AVIKO*KOM00$A +AVIBE*BEM00$AQ+   
AVIDE*DEM00$AQ+AVINO*NOM00$AQ+AVISW*SWM00$AQ+AVIGR*GRM00$AQ+AVIIR*IRM00$AQ+   
AVIPO*POM00$AQ+AVISP*SPM00$AQ+AVINZ*NZM00$AQ+AVISA*SAM00$AQ+AVIVE*VEM00$AQ+   
AVICO*COM00$AQ+AVIJO*JOM00$AQ+AVISY*SYM00$AQ+AVIID*IDM00$AQ+AVIMA*MAM00$AQ+   
AVIPA*PAM00$AQ+AVIPH*PHM00$AQ+AVITH*THM00$AQ+AVICH*CHM00$AQ+AVIAR*ARM00$AQ+   
AVIBR*BRM00$AQ+AVICE*CEM00$AQ+AVIME*MEM00$AQ+AVIPE*PEM00$AQ+AVITU*TUM00$A +   
AVIPD*PDM00$A +AVIRU*RUM00$A +AVIUE*UEM00$A +AVIEG*EGM00$A +AVIIS*ISM00$A +   
AVIKE*KEM00$A +AVIBA*BAM00$A +AVIHK*HKM00$A +AVISI*SIM00$A +                  
AVINI*NIM00$A +AVIAL*ALM00$A +AVIIA*IAM00$A +AVIIN*INM00$A +AVIIQ*IQM00$A +   
AVIKU*KUM00$A +AVILI*LIM00$A +AVIUA*UAM00$A +AVIAO*AOM00$A ;                  
IDENT NIX00$ =                                                                
ANIUS*USM00$A +ANICA*CAM00$A +ANIJA*JAM00$A +ANIAU*AUM00$A +ANIFR*FRM00$A +   
ANIGE*GEM00$A +ANIIT*ITM00$A +ANINE*NEM00$A +ANIST*STM00$A +ANIUK*UKM00$A +   
ANIFI*FIM00$A +ANIAS*ASM00$A +ANISO*SOM00$A +ANIKO*KOM00$A +ANIBE*BEM00$AQ+   
ANIDE*DEM00$AQ+ANINO*NOM00$AQ+ANISW*SWM00$AQ+ANIGR*GRM00$AQ+ANIIR*IRM00$AQ+   
ANIPO*POM00$AQ+ANISP*SPM00$AQ+ANINZ*NZM00$AQ+ANISA*SAM00$AQ+ANIVE*VEM00$AQ+   
ANICO*COM00$AQ+ANIJO*JOM00$AQ+ANISY*SYM00$AQ+ANIID*IDM00$AQ+ANIMA*MAM00$AQ+   
ANIPA*PAM00$AQ+ANIPH*PHM00$AQ+ANITH*THM00$AQ+ANICH*CHM00$AQ+ANIAR*ARM00$AQ+   
ANIBR*BRM00$AQ+ANICE*CEM00$AQ+ANIME*MEM00$AQ+ANIPE*PEM00$AQ+ANITU*TUM00$A +   
ANIPD*PDM00$A +ANIRU*RUM00$A +ANIUE*UEM00$A +ANIEG*EGM00$A +ANIIS*ISM00$A +   
ANIKE*KEM00$A +ANIBA*BAM00$A +ANIHK*HKM00$A +ANISI*SIM00$A +ANIVI*VIM00$A +   
               ANIAL*ALM00$A +ANIIA*IAM00$A +ANIIN*INM00$A +ANIIQ*IQM00$A +   
ANIKU*KUM00$A +ANILI*LIM00$A +ANIUA*UAM00$A +ANIAO*AOM00$A ;                  
IDENT ALX00$ =                                                                
AALUS*USM00$A +AALCA*CAM00$A +AALJA*JAM00$A +AALAU*AUM00$A +AALFR*FRM00$A +   
AALGE*GEM00$A +AALIT*ITM00$A +AALNE*NEM00$A +AALST*STM00$A +AALUK*UKM00$A +   
AALFI*FIM00$A +AALAS*ASM00$A +AALSO*SOM00$A +AALKO*KOM00$A +AALBE*BEM00$AQ+   
AALDE*DEM00$AQ+AALNO*NOM00$AQ+AALSW*SWM00$AQ+AALGR*GRM00$AQ+AALIR*IRM00$AQ+   
AALPO*POM00$AQ+AALSP*SPM00$AQ+AALNZ*NZM00$AQ+AALSA*SAM00$AQ+AALVE*VEM00$AQ+   
AALCO*COM00$AQ+AALJO*JOM00$AQ+AALSY*SYM00$AQ+AALID*IDM00$AQ+AALMA*MAM00$AQ+   
AALPA*PAM00$AQ+AALPH*PHM00$AQ+AALTH*THM00$AQ+AALCH*CHM00$AQ+AALAR*ARM00$AQ+   
AALBR*BRM00$AQ+AALCE*CEM00$AQ+AALME*MEM00$AQ+AALPE*PEM00$AQ+AALTU*TUM00$A +   
AALPD*PDM00$A +AALRU*RUM00$A +AALUE*UEM00$A +AALEG*EGM00$A +AALIS*ISM00$A +   
AALKE*KEM00$A +AALBA*BAM00$A +AALHK*HKM00$A +AALSI*SIM00$A +AALVI*VIM00$A +   
AALNI*NIM00$A +               AALIA*IAM00$A +AALIN*INM00$A +AALIQ*IQM00$A +   
AALKU*KUM00$A +AALLI*LIM00$A +AALUA*UAM00$A +AALAO*AOM00$A ;                  
IDENT IAX00$ =                                                                
AIAUS*USM00$A +AIACA*CAM00$A +AIAJA*JAM00$A +AIAAU*AUM00$A +AIAFR*FRM00$A +   
AIAGE*GEM00$A +AIAIT*ITM00$A +AIANE*NEM00$A +AIAST*STM00$A +AIAUK*UKM00$A +   
AIAFI*FIM00$A +AIAAS*ASM00$A +AIASO*SOM00$A +AIAKO*KOM00$A +AIABE*BEM00$AQ+   
AIADE*DEM00$AQ+AIANO*NOM00$AQ+AIASW*SWM00$AQ+AIAGR*GRM00$AQ+AIAIR*IRM00$AQ+   
AIAPO*POM00$AQ+AIASP*SPM00$AQ+AIANZ*NZM00$AQ+AIASA*SAM00$AQ+AIAVE*VEM00$AQ+   
AIACO*COM00$AQ+AIAJO*JOM00$AQ+AIASY*SYM00$AQ+AIAID*IDM00$AQ+AIAMA*MAM00$AQ+   
AIAPA*PAM00$AQ+AIAPH*PHM00$AQ+AIATH*THM00$AQ+AIACH*CHM00$AQ+AIAAR*ARM00$AQ+   
AIABR*BRM00$AQ+AIACE*CEM00$AQ+AIAME*MEM00$AQ+AIAPE*PEM00$AQ+AIATU*TUM00$A +   
AIAPD*PDM00$A +AIARU*RUM00$A +AIAUE*UEM00$A +AIAEG*EGM00$A +AIAIS*ISM00$A +   
AIAKE*KEM00$A +AIABA*BAM00$A +AIAHK*HKM00$A +AIASI*SIM00$A +AIAVI*VIM00$A +   
AIANI*NIM00$A +AIAAL*ALM00$A +               AIAIN*INM00$A +AIAIQ*IQM00$A +   
AIAKU*KUM00$A +AIALI*LIM00$A +AIAUA*UAM00$A +AIAAO*AOM00$A ;                  
IDENT INX00$ =                                                                
AINUS*USM00$A +AINCA*CAM00$A +AINJA*JAM00$A +AINAU*AUM00$A +AINFR*FRM00$A +   
AINGE*GEM00$A +AINIT*ITM00$A +AINNE*NEM00$A +AINST*STM00$A +AINUK*UKM00$A +   
AINFI*FIM00$A +AINAS*ASM00$A +AINSO*SOM00$A +AINKO*KOM00$A +AINBE*BEM00$AQ+   
AINDE*DEM00$AQ+AINNO*NOM00$AQ+AINSW*SWM00$AQ+AINGR*GRM00$AQ+AINIR*IRM00$AQ+   
AINPO*POM00$AQ+AINSP*SPM00$AQ+AINNZ*NZM00$AQ+AINSA*SAM00$AQ+AINVE*VEM00$AQ+   
AINCO*COM00$AQ+AINJO*JOM00$AQ+AINSY*SYM00$AQ+AINID*IDM00$AQ+AINMA*MAM00$AQ+   
AINPA*PAM00$AQ+AINPH*PHM00$AQ+AINTH*THM00$AQ+AINCH*CHM00$AQ+AINAR*ARM00$AQ+   
AINBR*BRM00$AQ+AINCE*CEM00$AQ+AINME*MEM00$AQ+AINPE*PEM00$AQ+AINTU*TUM00$A +   
AINPD*PDM00$A +AINRU*RUM00$A +AINUE*UEM00$A +AINEG*EGM00$A +AINIS*ISM00$A +   
AINKE*KEM00$A +AINBA*BAM00$A +AINHK*HKM00$A +AINSI*SIM00$A +AINVI*VIM00$A +   
AINNI*NIM00$A +AINAL*ALM00$A +AINIA*IAM00$A +               AINIQ*IQM00$A +   
AINKU*KUM00$A +AINLI*LIM00$A +AINUA*UAM00$A +AINAO*AOM00$A ;                  
IDENT IQX00$ =                                                                
AIQUS*USM00$A +AIQCA*CAM00$A +AIQJA*JAM00$A +AIQAU*AUM00$A +AIQFR*FRM00$A +   
AIQGE*GEM00$A +AIQIT*ITM00$A +AIQNE*NEM00$A +AIQST*STM00$A +AIQUK*UKM00$A +   
AIQFI*FIM00$A +AIQAS*ASM00$A +AIQSO*SOM00$A +AIQKO*KOM00$A +AIQBE*BEM00$AQ+   
AIQDE*DEM00$AQ+AIQNO*NOM00$AQ+AIQSW*SWM00$AQ+AIQGR*GRM00$AQ+AIQIR*IRM00$AQ+   
AIQPO*POM00$AQ+AIQSP*SPM00$AQ+AIQNZ*NZM00$AQ+AIQSA*SAM00$AQ+AIQVE*VEM00$AQ+   
AIQCO*COM00$AQ+AIQJO*JOM00$AQ+AIQSY*SYM00$AQ+AIQID*IDM00$AQ+AIQMA*MAM00$AQ+   
AIQPA*PAM00$AQ+AIQPH*PHM00$AQ+AIQTH*THM00$AQ+AIQCH*CHM00$AQ+AIQAR*ARM00$AQ+   
AIQBR*BRM00$AQ+AIQCE*CEM00$AQ+AIQME*MEM00$AQ+AIQPE*PEM00$AQ+AIQTU*TUM00$A +   
AIQPD*PDM00$A +AIQRU*RUM00$A +AIQUE*UEM00$A +AIQEG*EGM00$A +AIQIS*ISM00$A +   
AIQKE*KEM00$A +AIQBA*BAM00$A +AIQHK*HKM00$A +AIQSI*SIM00$A +AIQVI*VIM00$A +   
AIQNI*NIM00$A +AIQAL*ALM00$A +AIQIA*IAM00$A +AIQIN*INM00$A +                  
AIQKU*KUM00$A +AIQLI*LIM00$A +AIQUA*UAM00$A +AIQAO*AOM00$A ;                  
IDENT KUX00$ =                                                                
AKUUS*USM00$A +AKUCA*CAM00$A +AKUJA*JAM00$A +AKUAU*AUM00$A +AKUFR*FRM00$A +   
AKUGE*GEM00$A +AKUIT*ITM00$A +AKUNE*NEM00$A +AKUST*STM00$A +AKUUK*UKM00$A +   
AKUFI*FIM00$A +AKUAS*ASM00$A +AKUSO*SOM00$A +AKUKO*KOM00$A +AKUBE*BEM00$AQ+   
AKUDE*DEM00$AQ+AKUNO*NOM00$AQ+AKUSW*SWM00$AQ+AKUGR*GRM00$AQ+AKUIR*IRM00$AQ+   
AKUPO*POM00$AQ+AKUSP*SPM00$AQ+AKUNZ*NZM00$AQ+AKUSA*SAM00$AQ+AKUVE*VEM00$AQ+   
AKUCO*COM00$AQ+AKUJO*JOM00$AQ+AKUSY*SYM00$AQ+AKUID*IDM00$AQ+AKUMA*MAM00$AQ+   
AKUPA*PAM00$AQ+AKUPH*PHM00$AQ+AKUTH*THM00$AQ+AKUCH*CHM00$AQ+AKUAR*ARM00$AQ+   
AKUBR*BRM00$AQ+AKUCE*CEM00$AQ+AKUME*MEM00$AQ+AKUPE*PEM00$AQ+AKUTU*TUM00$A +   
AKUPD*PDM00$A +AKURU*RUM00$A +AKUUE*UEM00$A +AKUEG*EGM00$A +AKUIS*ISM00$A +   
AKUKE*KEM00$A +AKUBA*BAM00$A +AKUHK*HKM00$A +AKUSI*SIM00$A +AKUVI*VIM00$A +   
AKUNI*NIM00$A +AKUAL*ALM00$A +AKUIA*IAM00$A +AKUIN*INM00$A +AKUIQ*IQM00$A +   
               AKULI*LIM00$A +AKUUA*UAM00$A +AKUAO*AOM00$A ;                  
IDENT LIX00$ =                                                                
ALIUS*USM00$A +ALICA*CAM00$A +ALIJA*JAM00$A +ALIAU*AUM00$A +ALIFR*FRM00$A +   
ALIGE*GEM00$A +ALIIT*ITM00$A +ALINE*NEM00$A +ALIST*STM00$A +ALIUK*UKM00$A +   
ALIFI*FIM00$A +ALIAS*ASM00$A +ALISO*SOM00$A +ALIKO*KOM00$A +ALIBE*BEM00$AQ+   
ALIDE*DEM00$AQ+ALINO*NOM00$AQ+ALISW*SWM00$AQ+ALIGR*GRM00$AQ+ALIIR*IRM00$AQ+   
ALIPO*POM00$AQ+ALISP*SPM00$AQ+ALINZ*NZM00$AQ+ALISA*SAM00$AQ+ALIVE*VEM00$AQ+   
ALICO*COM00$AQ+ALIJO*JOM00$AQ+ALISY*SYM00$AQ+ALIID*IDM00$AQ+ALIMA*MAM00$AQ+   
ALIPA*PAM00$AQ+ALIPH*PHM00$AQ+ALITH*THM00$AQ+ALICH*CHM00$AQ+ALIAR*ARM00$AQ+   
ALIBR*BRM00$AQ+ALICE*CEM00$AQ+ALIME*MEM00$AQ+ALIPE*PEM00$AQ+ALITU*TUM00$A +   
ALIPD*PDM00$A +ALIRU*RUM00$A +ALIUE*UEM00$A +ALIEG*EGM00$A +ALIIS*ISM00$A +   
ALIKE*KEM00$A +ALIBA*BAM00$A +ALIHK*HKM00$A +ALISI*SIM00$A +ALIVI*VIM00$A +   
ALINI*NIM00$A +ALIAL*ALM00$A +ALIIA*IAM00$A +ALIIN*INM00$A +ALIIQ*IQM00$A +   
ALIKU*KUM00$A +               ALIUA*UAM00$A +ALIAO*AOM00$A ;                  
IDENT UAX00$ =                                                                
AUAUS*USM00$A +AUACA*CAM00$A +AUAJA*JAM00$A +AUAAU*AUM00$A +AUAFR*FRM00$A +   
AUAGE*GEM00$A +AUAIT*ITM00$A +AUANE*NEM00$A +AUAST*STM00$A +AUAUK*UKM00$A +   
AUAFI*FIM00$A +AUAAS*ASM00$A +AUASO*SOM00$A +AUAKO*KOM00$A +AUABE*BEM00$AQ+   
AUADE*DEM00$AQ+AUANO*NOM00$AQ+AUASW*SWM00$AQ+AUAGR*GRM00$AQ+AUAIR*IRM00$AQ+   
AUAPO*POM00$AQ+AUASP*SPM00$AQ+AUANZ*NZM00$AQ+AUASA*SAM00$AQ+AUAVE*VEM00$AQ+   
AUACO*COM00$AQ+AUAJO*JOM00$AQ+AUASY*SYM00$AQ+AUAID*IDM00$AQ+AUAMA*MAM00$AQ+   
AUAPA*PAM00$AQ+AUAPH*PHM00$AQ+AUATH*THM00$AQ+AUACH*CHM00$AQ+AUAAR*ARM00$AQ+   
AUABR*BRM00$AQ+AUACE*CEM00$AQ+AUAME*MEM00$AQ+AUAPE*PEM00$AQ+AUATU*TUM00$A +   
AUAPD*PDM00$A +AUARU*RUM00$A +AUAUE*UEM00$A +AUAEG*EGM00$A +AUAIS*ISM00$A +   
AUAKE*KEM00$A +AUABA*BAM00$A +AUAHK*HKM00$A +AUASI*SIM00$A +AUAVI*VIM00$A +   
AUANI*NIM00$A +AUAAL*ALM00$A +AUAIA*IAM00$A +AUAIN*INM00$A +AUAIQ*IQM00$A +   
AUAKU*KUM00$A +AUALI*LIM00$A +               AUAAO*AOM00$A ;                  
IDENT USPW$ =(                                                                
               CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
        CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT CAPW$ =(                                                                
USPX$ *USX00$ +               JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +        JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT JAPW$ =(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +               AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +        AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT AUPW$ =(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +               FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +        FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT FRPW$ =(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +                  
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +        GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT GEPW$ =(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
               ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +        ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT ITPW$ =(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +               NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +        NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT NEPW$ =(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +               STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +        STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT STPW$ =(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +               UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +              
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT UKPW$ =(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +                  
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
        FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT FIPW$ =(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
               ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +        ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT ASPW$ =(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +               SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +        SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT SOPW$ =(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +               KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +        KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT KOPW$ =(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +               BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +        BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT BEPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +                  
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +        DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT DEPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
               NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+        NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT NOPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+               SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+        SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT SWPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+               GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+              
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT GRPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+               IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
        IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT IRPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+                  
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+        POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT POPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
               SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+        SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT SPPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+               NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+        NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT NZPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+                                                
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+                        COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT SAPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT VEPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT COPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
               JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                        JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT JOPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+               SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+              
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT SYPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+               IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
        IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT IDPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+               MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+        MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT MAPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+                  
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+        PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT PAPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
               PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+        PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT PHPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+               THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+        THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT THPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+               CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+        CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT CHPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+               ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+        ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT ARPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+                  
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+        BRX00$Q+      
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT BRPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
               CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+              
CEX00$Q+MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT CEPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+               MEPX$Q*MEX00$Q+PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
        MEX00$Q+PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT MEPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+               PEPX$Q*PEX00$Q+TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+        PEX00$Q+TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT PEPW$Q=(                                                                
USPX$ *USX00$ +CAPX$ *CAX00$ +JAPX$ *JAX00$ +AUPX$ *AUX00$ +FRPX$ *FRX00$ +   
GEPX$ *GEX00$ +ITPX$ *ITX00$ +NEPX$ *NEX00$ +STPX$ *STX00$ +UKPX$ *UKX00$ +   
FIPX$ *FIX00$ +ASPX$ *ASX00$ +SOPX$ *SOX00$ +KOPX$ *KOX00$ +BEPX$Q*BEX00$Q+   
DEPX$Q*DEX00$Q+NOPX$Q*NOX00$Q+SWPX$Q*SWX00$Q+GRPX$Q*GRX00$Q+IRPX$Q*IRX00$Q+   
POPX$Q*POX00$Q+SPPX$Q*SPX00$Q+NZPX$Q*NZX00$Q+                                 
COPX$Q*COX00$Q+JOPX$Q*JOX00$Q+SYPX$Q*SYX00$Q+IDPX$Q*IDX00$Q+MAPX$Q*MAX00$Q+   
PAPX$Q*PAX00$Q+PHPX$Q*PHX00$Q+THPX$Q*THX00$Q+CHPX$Q*CHX00$Q+ARPX$Q*ARX00$Q+   
BRPX$Q*BRX00$Q+CEPX$Q*CEX00$Q+MEPX$Q*MEX00$Q+               TUPX$ *TUX00$ +   
PDPX$ *PDX00$ +RUPX$ *RUX00$ +UEPX$ *UEX00$ +EGPX$ *EGX00$ +ISPX$ *ISX00$ +   
KEPX$ *KEX00$ +BAPX$ *BAX00$ +HKPX$ *HKX00$ +SIPX$ *SIX00$ +VIPX$*VIX00$)/(   
USX00$ +CAX00$ +JAX00$ +AUX00$ +FRX00$ +GEX00$ +ITX00$ +NEX00$ +STX00$ +      
UKX00$ +FIX00$ +ASX00$ +SOX00$ +KOX00$ +BEX00$Q+DEX00$Q+NOX00$Q+SWX00$Q+      
GRX00$Q+IRX00$Q+POX00$Q+SPX00$Q+NZX00$Q+                COX00$Q+JOX00$Q+      
SYX00$Q+IDX00$Q+MAX00$Q+PAX00$Q+PHX00$Q+THX00$Q+CHX00$Q+ARX00$Q+BRX00$Q+      
CEX00$Q+MEX00$Q+        TUX00$ +PDX00$ +RUX00$ +UEX00$ +EGX00$ +ISX00$ +      
KEX00$ +BAX00$ +HKX00$ +SIX00$ +VIX00$);                                      
IDENT BEPMP=.25*D1*(BEPMPQ+BEPMPQ(1)+BEPMPQ(2)+BEPMPQ(3));                    
IDENT BEX00$=D1*(BEX00$Q+BEX00$Q(1)+BEX00$Q(2)+BEX00$Q(3));                   
IDENT BEPW$=.25*D1*(BEPW$Q+BEPW$Q(1)+BEPW$Q(2)+BEPW$Q(3));                    
IDENT DEPMP=.25*D1*(DEPMPQ+DEPMPQ(1)+DEPMPQ(2)+DEPMPQ(3));                    
IDENT DEX00$=D1*(DEX00$Q+DEX00$Q(1)+DEX00$Q(2)+DEX00$Q(3));                   
IDENT DEPW$=.25*D1*(DEPW$Q+DEPW$Q(1)+DEPW$Q(2)+DEPW$Q(3));                    
IDENT NOPMP=.25*D1*(NOPMPQ+NOPMPQ(1)+NOPMPQ(2)+NOPMPQ(3));                    
IDENT NOX00$=D1*(NOX00$Q+NOX00$Q(1)+NOX00$Q(2)+NOX00$Q(3));                   
IDENT NOPW$=.25*D1*(NOPW$Q+NOPW$Q(1)+NOPW$Q(2)+NOPW$Q(3));                    
IDENT SWPMP=.25*D1*(SWPMPQ+SWPMPQ(1)+SWPMPQ(2)+SWPMPQ(3));                    
IDENT SWX00$=D1*(SWX00$Q+SWX00$Q(1)+SWX00$Q(2)+SWX00$Q(3));                   
IDENT SWPW$=.25*D1*(SWPW$Q+SWPW$Q(1)+SWPW$Q(2)+SWPW$Q(3));                    
IDENT GRPMP=.25*D1*(GRPMPQ+GRPMPQ(1)+GRPMPQ(2)+GRPMPQ(3));                    
IDENT GRX00$=D1*(GRX00$Q+GRX00$Q(1)+GRX00$Q(2)+GRX00$Q(3));                   
IDENT GRPW$=.25*D1*(GRPW$Q+GRPW$Q(1)+GRPW$Q(2)+GRPW$Q(3));                    
IDENT IRPMP=.25*D1*(IRPMPQ+IRPMPQ(1)+IRPMPQ(2)+IRPMPQ(3));                    
IDENT IRX00$=D1*(IRX00$Q+IRX00$Q(1)+IRX00$Q(2)+IRX00$Q(3));                   
IDENT IRPW$=.25*D1*(IRPW$Q+IRPW$Q(1)+IRPW$Q(2)+IRPW$Q(3));                    
IDENT POPMP=.25*D1*(POPMPQ+POPMPQ(1)+POPMPQ(2)+POPMPQ(3));                    
IDENT POX00$=D1*(POX00$Q+POX00$Q(1)+POX00$Q(2)+POX00$Q(3));                   
IDENT POPW$=.25*D1*(POPW$Q+POPW$Q(1)+POPW$Q(2)+POPW$Q(3));                    
IDENT SPPMP=.25*D1*(SPPMPQ+SPPMPQ(1)+SPPMPQ(2)+SPPMPQ(3));                    
IDENT SPX00$=D1*(SPX00$Q+SPX00$Q(1)+SPX00$Q(2)+SPX00$Q(3));                   
IDENT SPPW$=.25*D1*(SPPW$Q+SPPW$Q(1)+SPPW$Q(2)+SPPW$Q(3));                    
IDENT NZPMP=.25*D1*(NZPMPQ+NZPMPQ(1)+NZPMPQ(2)+NZPMPQ(3));                    
IDENT NZX00$=D1*(NZX00$Q+NZX00$Q(1)+NZX00$Q(2)+NZX00$Q(3));                   
IDENT NZPW$=.25*D1*(NZPW$Q+NZPW$Q(1)+NZPW$Q(2)+NZPW$Q(3));                    
IDENT SAPMP=.25*D1*(SAPMPQ+SAPMPQ(1)+SAPMPQ(2)+SAPMPQ(3));                    
IDENT SAX00$=D1*(SAX00$Q+SAX00$Q(1)+SAX00$Q(2)+SAX00$Q(3));                   
IDENT SAPW$=.25*D1*(SAPW$Q+SAPW$Q(1)+SAPW$Q(2)+SAPW$Q(3));                    
IDENT VEPMP=.25*D1*(VEPMPQ+VEPMPQ(1)+VEPMPQ(2)+VEPMPQ(3));                    
IDENT VEX00$=D1*(VEX00$Q+VEX00$Q(1)+VEX00$Q(2)+VEX00$Q(3));                   
IDENT VEPW$=.25*D1*(VEPW$Q+VEPW$Q(1)+VEPW$Q(2)+VEPW$Q(3));                    
IDENT COPMP=.25*D1*(COPMPQ+COPMPQ(1)+COPMPQ(2)+COPMPQ(3));                    
IDENT COX00$=D1*(COX00$Q+COX00$Q(1)+COX00$Q(2)+COX00$Q(3));                   
IDENT COPW$=.25*D1*(COPW$Q+COPW$Q(1)+COPW$Q(2)+COPW$Q(3));                    
IDENT JOPMP=.25*D1*(JOPMPQ+JOPMPQ(1)+JOPMPQ(2)+JOPMPQ(3));                    
IDENT JOX00$=D1*(JOX00$Q+JOX00$Q(1)+JOX00$Q(2)+JOX00$Q(3));                   
IDENT JOPW$=.25*D1*(JOPW$Q+JOPW$Q(1)+JOPW$Q(2)+JOPW$Q(3));                    
IDENT SYPMP=.25*D1*(SYPMPQ+SYPMPQ(1)+SYPMPQ(2)+SYPMPQ(3));                    
IDENT SYX00$=D1*(SYX00$Q+SYX00$Q(1)+SYX00$Q(2)+SYX00$Q(3));                   
IDENT SYPW$=.25*D1*(SYPW$Q+SYPW$Q(1)+SYPW$Q(2)+SYPW$Q(3));                    
IDENT IDPMP=.25*D1*(IDPMPQ+IDPMPQ(1)+IDPMPQ(2)+IDPMPQ(3));                    
IDENT IDX00$=D1*(IDX00$Q+IDX00$Q(1)+IDX00$Q(2)+IDX00$Q(3));                   
IDENT IDPW$=.25*D1*(IDPW$Q+IDPW$Q(1)+IDPW$Q(2)+IDPW$Q(3));                    
IDENT MAPMP=.25*D1*(MAPMPQ+MAPMPQ(1)+MAPMPQ(2)+MAPMPQ(3));                    
IDENT MAX00$=D1*(MAX00$Q+MAX00$Q(1)+MAX00$Q(2)+MAX00$Q(3));                   
IDENT MAPW$=.25*D1*(MAPW$Q+MAPW$Q(1)+MAPW$Q(2)+MAPW$Q(3));                    
IDENT PAPMP=.25*D1*(PAPMPQ+PAPMPQ(1)+PAPMPQ(2)+PAPMPQ(3));                    
IDENT PAX00$=D1*(PAX00$Q+PAX00$Q(1)+PAX00$Q(2)+PAX00$Q(3));                   
IDENT PAPW$=.25*D1*(PAPW$Q+PAPW$Q(1)+PAPW$Q(2)+PAPW$Q(3));                    
IDENT PHPMP=.25*D1*(PHPMPQ+PHPMPQ(1)+PHPMPQ(2)+PHPMPQ(3));                    
IDENT PHX00$=D1*(PHX00$Q+PHX00$Q(1)+PHX00$Q(2)+PHX00$Q(3));                   
IDENT PHPW$=.25*D1*(PHPW$Q+PHPW$Q(1)+PHPW$Q(2)+PHPW$Q(3));                    
IDENT THPMP=.25*D1*(THPMPQ+THPMPQ(1)+THPMPQ(2)+THPMPQ(3));                    
IDENT THX00$=D1*(THX00$Q+THX00$Q(1)+THX00$Q(2)+THX00$Q(3));                   
IDENT THPW$=.25*D1*(THPW$Q+THPW$Q(1)+THPW$Q(2)+THPW$Q(3));                    
IDENT CHPMP=.25*D1*(CHPMPQ+CHPMPQ(1)+CHPMPQ(2)+CHPMPQ(3));                    
IDENT CHX00$=D1*(CHX00$Q+CHX00$Q(1)+CHX00$Q(2)+CHX00$Q(3));                   
IDENT CHPW$=.25*D1*(CHPW$Q+CHPW$Q(1)+CHPW$Q(2)+CHPW$Q(3));                    
IDENT ARPMP=.25*D1*(ARPMPQ+ARPMPQ(1)+ARPMPQ(2)+ARPMPQ(3));                    
IDENT ARX00$=D1*(ARX00$Q+ARX00$Q(1)+ARX00$Q(2)+ARX00$Q(3));                   
IDENT ARPW$=.25*D1*(ARPW$Q+ARPW$Q(1)+ARPW$Q(2)+ARPW$Q(3));                    
IDENT BRPMP=.25*D1*(BRPMPQ+BRPMPQ(1)+BRPMPQ(2)+BRPMPQ(3));                    
IDENT BRX00$=D1*(BRX00$Q+BRX00$Q(1)+BRX00$Q(2)+BRX00$Q(3));                   
IDENT BRPW$=.25*D1*(BRPW$Q+BRPW$Q(1)+BRPW$Q(2)+BRPW$Q(3));                    
IDENT CEPMP=.25*D1*(CEPMPQ+CEPMPQ(1)+CEPMPQ(2)+CEPMPQ(3));                    
IDENT CEX00$=D1*(CEX00$Q+CEX00$Q(1)+CEX00$Q(2)+CEX00$Q(3));                   
IDENT CEPW$=.25*D1*(CEPW$Q+CEPW$Q(1)+CEPW$Q(2)+CEPW$Q(3));                    
IDENT MEPMP=.25*D1*(MEPMPQ+MEPMPQ(1)+MEPMPQ(2)+MEPMPQ(3));                    
IDENT MEX00$=D1*(MEX00$Q+MEX00$Q(1)+MEX00$Q(2)+MEX00$Q(3));                   
IDENT MEPW$=.25*D1*(MEPW$Q+MEPW$Q(1)+MEPW$Q(2)+MEPW$Q(3));                    
IDENT PEPMP=.25*D1*(PEPMPQ+PEPMPQ(1)+PEPMPQ(2)+PEPMPQ(3));                    
IDENT PEX00$=D1*(PEX00$Q+PEX00$Q(1)+PEX00$Q(2)+PEX00$Q(3));                   
IDENT PEPW$=.25*D1*(PEPW$Q+PEPW$Q(1)+PEPW$Q(2)+PEPW$Q(3));                    
@                                                                             
@ End of PMP, X00$, and PW$                                                   
@                                                                             
RETURN;                                                                       
Control returned to previous input data set.
@                                                                             
@ Begin XX00$ij                                                               
@                                                                             
INPUT FILE=MCXX95.INP;                                                        
Control passed to data set MCXX95.INP      
@                                                                             
@ The following generate the XX00$ij variables.                               
@                                                                             
GENR XUSUS=0;                                                                 
GENR XCAUS=ACAUS*USM00$A ;                                                    
GENR XJAUS=AJAUS*USM00$A ;                                                    
GENR XAUUS=AAUUS*USM00$A ;                                                    
GENR XFRUS=AFRUS*USM00$A ;                                                    
GENR XGEUS=AGEUS*USM00$A ;                                                    
GENR XITUS=AITUS*USM00$A ;                                                    
GENR XNEUS=ANEUS*USM00$A ;                                                    
GENR XSTUS=ASTUS*USM00$A ;                                                    
GENR XUKUS=AUKUS*USM00$A ;                                                    
GENR XFIUS=AFIUS*USM00$A ;                                                    
GENR XASUS=AASUS*USM00$A ;                                                    
GENR XSOUS=ASOUS*USM00$A ;                                                    
GENR XKOUS=AKOUS*USM00$A ;                                                    
GENR XBEUS=ABEUS*USM00$A ;                                                    
GENR XDEUS=ADEUS*USM00$A ;                                                    
GENR XNOUS=ANOUS*USM00$A ;                                                    
GENR XSWUS=ASWUS*USM00$A ;                                                    
GENR XGRUS=AGRUS*USM00$A ;                                                    
GENR XIRUS=AIRUS*USM00$A ;                                                    
GENR XPOUS=APOUS*USM00$A ;                                                    
GENR XSPUS=ASPUS*USM00$A ;                                                    
GENR XNZUS=ANZUS*USM00$A ;                                                    
GENR XSAUS=ASAUS*USM00$A ;                                                    
GENR XVEUS=AVEUS*USM00$A ;                                                    
GENR XCOUS=ACOUS*USM00$A ;                                                    
GENR XJOUS=AJOUS*USM00$A ;                                                    
GENR XSYUS=ASYUS*USM00$A ;                                                    
GENR XIDUS=AIDUS*USM00$A ;                                                    
GENR XMAUS=AMAUS*USM00$A ;                                                    
GENR XPAUS=APAUS*USM00$A ;                                                    
GENR XPHUS=APHUS*USM00$A ;                                                    
GENR XTHUS=ATHUS*USM00$A ;                                                    
GENR XCHUS=ACHUS*USM00$A ;                                                    
GENR XARUS=AARUS*USM00$A ;                                                    
GENR XBRUS=ABRUS*USM00$A ;                                                    
GENR XCEUS=ACEUS*USM00$A ;                                                    
GENR XMEUS=AMEUS*USM00$A ;                                                    
GENR XPEUS=APEUS*USM00$A ;                                                    
GENR XTUUS=ATUUS*USM00$A ;                                                    
GENR XPDUS=APDUS*USM00$A ;                                                    
GENR XRUUS=ARUUS*USM00$A ;                                                    
GENR XUEUS=AUEUS*USM00$A ;                                                    
GENR XEGUS=AEGUS*USM00$A ;                                                    
GENR XISUS=AISUS*USM00$A ;                                                    
GENR XKEUS=AKEUS*USM00$A ;                                                    
GENR XBAUS=ABAUS*USM00$A ;                                                    
GENR XHKUS=AHKUS*USM00$A ;                                                    
GENR XSIUS=ASIUS*USM00$A ;                                                    
GENR XVIUS=AVIUS*USM00$A ;                                                    
GENR XNIUS=ANIUS*USM00$A ;                                                    
GENR XALUS=AALUS*USM00$A ;                                                    
GENR XIAUS=AIAUS*USM00$A ;                                                    
GENR XINUS=AINUS*USM00$A ;                                                    
GENR XIQUS=AIQUS*USM00$A ;                                                    
GENR XKUUS=AKUUS*USM00$A ;                                                    
GENR XLIUS=ALIUS*USM00$A ;                                                    
GENR XUAUS=AUAUS*USM00$A ;                                                    
GENR XAOUS=0;                                                                 
GENR XUSCA=AUSCA*CAM00$A ;                                                    
GENR XCACA=0;                                                                 
GENR XJACA=AJACA*CAM00$A ;                                                    
GENR XAUCA=AAUCA*CAM00$A ;                                                    
GENR XFRCA=AFRCA*CAM00$A ;                                                    
GENR XGECA=AGECA*CAM00$A ;                                                    
GENR XITCA=AITCA*CAM00$A ;                                                    
GENR XNECA=ANECA*CAM00$A ;                                                    
GENR XSTCA=ASTCA*CAM00$A ;                                                    
GENR XUKCA=AUKCA*CAM00$A ;                                                    
GENR XFICA=AFICA*CAM00$A ;                                                    
GENR XASCA=AASCA*CAM00$A ;                                                    
GENR XSOCA=ASOCA*CAM00$A ;                                                    
GENR XKOCA=AKOCA*CAM00$A ;                                                    
GENR XBECA=ABECA*CAM00$A ;                                                    
GENR XDECA=ADECA*CAM00$A ;                                                    
GENR XNOCA=ANOCA*CAM00$A ;                                                    
GENR XSWCA=ASWCA*CAM00$A ;                                                    
GENR XGRCA=AGRCA*CAM00$A ;                                                    
GENR XIRCA=AIRCA*CAM00$A ;                                                    
GENR XPOCA=APOCA*CAM00$A ;                                                    
GENR XSPCA=ASPCA*CAM00$A ;                                                    
GENR XNZCA=ANZCA*CAM00$A ;                                                    
GENR XSACA=ASACA*CAM00$A ;                                                    
GENR XVECA=AVECA*CAM00$A ;                                                    
GENR XCOCA=ACOCA*CAM00$A ;                                                    
GENR XJOCA=AJOCA*CAM00$A ;                                                    
GENR XSYCA=ASYCA*CAM00$A ;                                                    
GENR XIDCA=AIDCA*CAM00$A ;                                                    
GENR XMACA=AMACA*CAM00$A ;                                                    
GENR XPACA=APACA*CAM00$A ;                                                    
GENR XPHCA=APHCA*CAM00$A ;                                                    
GENR XTHCA=ATHCA*CAM00$A ;                                                    
GENR XCHCA=ACHCA*CAM00$A ;                                                    
GENR XARCA=AARCA*CAM00$A ;                                                    
GENR XBRCA=ABRCA*CAM00$A ;                                                    
GENR XCECA=ACECA*CAM00$A ;                                                    
GENR XMECA=AMECA*CAM00$A ;                                                    
GENR XPECA=APECA*CAM00$A ;                                                    
GENR XTUCA=ATUCA*CAM00$A ;                                                    
GENR XPDCA=APDCA*CAM00$A ;                                                    
GENR XRUCA=ARUCA*CAM00$A ;                                                    
GENR XUECA=AUECA*CAM00$A ;                                                    
GENR XEGCA=AEGCA*CAM00$A ;                                                    
GENR XISCA=AISCA*CAM00$A ;                                                    
GENR XKECA=AKECA*CAM00$A ;                                                    
GENR XBACA=ABACA*CAM00$A ;                                                    
GENR XHKCA=AHKCA*CAM00$A ;                                                    
GENR XSICA=ASICA*CAM00$A ;                                                    
GENR XVICA=AVICA*CAM00$A ;                                                    
GENR XNICA=ANICA*CAM00$A ;                                                    
GENR XALCA=AALCA*CAM00$A ;                                                    
GENR XIACA=AIACA*CAM00$A ;                                                    
GENR XINCA=AINCA*CAM00$A ;                                                    
GENR XIQCA=AIQCA*CAM00$A ;                                                    
GENR XKUCA=AKUCA*CAM00$A ;                                                    
GENR XLICA=ALICA*CAM00$A ;                                                    
GENR XUACA=AUACA*CAM00$A ;                                                    
GENR XAOCA=0;                                                                 
GENR XUSJA=AUSJA*JAM00$A ;                                                    
GENR XCAJA=ACAJA*JAM00$A ;                                                    
GENR XJAJA=0;                                                                 
GENR XAUJA=AAUJA*JAM00$A ;                                                    
GENR XFRJA=AFRJA*JAM00$A ;                                                    
GENR XGEJA=AGEJA*JAM00$A ;                                                    
GENR XITJA=AITJA*JAM00$A ;                                                    
GENR XNEJA=ANEJA*JAM00$A ;                                                    
GENR XSTJA=ASTJA*JAM00$A ;                                                    
GENR XUKJA=AUKJA*JAM00$A ;                                                    
GENR XFIJA=AFIJA*JAM00$A ;                                                    
GENR XASJA=AASJA*JAM00$A ;                                                    
GENR XSOJA=ASOJA*JAM00$A ;                                                    
GENR XKOJA=AKOJA*JAM00$A ;                                                    
GENR XBEJA=ABEJA*JAM00$A ;                                                    
GENR XDEJA=ADEJA*JAM00$A ;                                                    
GENR XNOJA=ANOJA*JAM00$A ;                                                    
GENR XSWJA=ASWJA*JAM00$A ;                                                    
GENR XGRJA=AGRJA*JAM00$A ;                                                    
GENR XIRJA=AIRJA*JAM00$A ;                                                    
GENR XPOJA=APOJA*JAM00$A ;                                                    
GENR XSPJA=ASPJA*JAM00$A ;                                                    
GENR XNZJA=ANZJA*JAM00$A ;                                                    
GENR XSAJA=ASAJA*JAM00$A ;                                                    
GENR XVEJA=AVEJA*JAM00$A ;                                                    
GENR XCOJA=ACOJA*JAM00$A ;                                                    
GENR XJOJA=AJOJA*JAM00$A ;                                                    
GENR XSYJA=ASYJA*JAM00$A ;                                                    
GENR XIDJA=AIDJA*JAM00$A ;                                                    
GENR XMAJA=AMAJA*JAM00$A ;                                                    
GENR XPAJA=APAJA*JAM00$A ;                                                    
GENR XPHJA=APHJA*JAM00$A ;                                                    
GENR XTHJA=ATHJA*JAM00$A ;                                                    
GENR XCHJA=ACHJA*JAM00$A ;                                                    
GENR XARJA=AARJA*JAM00$A ;                                                    
GENR XBRJA=ABRJA*JAM00$A ;                                                    
GENR XCEJA=ACEJA*JAM00$A ;                                                    
GENR XMEJA=AMEJA*JAM00$A ;                                                    
GENR XPEJA=APEJA*JAM00$A ;                                                    
GENR XTUJA=ATUJA*JAM00$A ;                                                    
GENR XPDJA=APDJA*JAM00$A ;                                                    
GENR XRUJA=ARUJA*JAM00$A ;                                                    
GENR XUEJA=AUEJA*JAM00$A ;                                                    
GENR XEGJA=AEGJA*JAM00$A ;                                                    
GENR XISJA=AISJA*JAM00$A ;                                                    
GENR XKEJA=AKEJA*JAM00$A ;                                                    
GENR XBAJA=ABAJA*JAM00$A ;                                                    
GENR XHKJA=AHKJA*JAM00$A ;                                                    
GENR XSIJA=ASIJA*JAM00$A ;                                                    
GENR XVIJA=AVIJA*JAM00$A ;                                                    
GENR XNIJA=ANIJA*JAM00$A ;                                                    
GENR XALJA=AALJA*JAM00$A ;                                                    
GENR XIAJA=AIAJA*JAM00$A ;                                                    
GENR XINJA=AINJA*JAM00$A ;                                                    
GENR XIQJA=AIQJA*JAM00$A ;                                                    
GENR XKUJA=AKUJA*JAM00$A ;                                                    
GENR XLIJA=ALIJA*JAM00$A ;                                                    
GENR XUAJA=AUAJA*JAM00$A ;                                                    
GENR XAOJA=0;                                                                 
GENR XUSAU=AUSAU*AUM00$A ;                                                    
GENR XCAAU=ACAAU*AUM00$A ;                                                    
GENR XJAAU=AJAAU*AUM00$A ;                                                    
GENR XAUAU=0;                                                                 
GENR XFRAU=AFRAU*AUM00$A ;                                                    
GENR XGEAU=AGEAU*AUM00$A ;                                                    
GENR XITAU=AITAU*AUM00$A ;                                                    
GENR XNEAU=ANEAU*AUM00$A ;                                                    
GENR XSTAU=ASTAU*AUM00$A ;                                                    
GENR XUKAU=AUKAU*AUM00$A ;                                                    
GENR XFIAU=AFIAU*AUM00$A ;                                                    
GENR XASAU=AASAU*AUM00$A ;                                                    
GENR XSOAU=ASOAU*AUM00$A ;                                                    
GENR XKOAU=AKOAU*AUM00$A ;                                                    
GENR XBEAU=ABEAU*AUM00$A ;                                                    
GENR XDEAU=ADEAU*AUM00$A ;                                                    
GENR XNOAU=ANOAU*AUM00$A ;                                                    
GENR XSWAU=ASWAU*AUM00$A ;                                                    
GENR XGRAU=AGRAU*AUM00$A ;                                                    
GENR XIRAU=AIRAU*AUM00$A ;                                                    
GENR XPOAU=APOAU*AUM00$A ;                                                    
GENR XSPAU=ASPAU*AUM00$A ;                                                    
GENR XNZAU=ANZAU*AUM00$A ;                                                    
GENR XSAAU=ASAAU*AUM00$A ;                                                    
GENR XVEAU=AVEAU*AUM00$A ;                                                    
GENR XCOAU=ACOAU*AUM00$A ;                                                    
GENR XJOAU=AJOAU*AUM00$A ;                                                    
GENR XSYAU=ASYAU*AUM00$A ;                                                    
GENR XIDAU=AIDAU*AUM00$A ;                                                    
GENR XMAAU=AMAAU*AUM00$A ;                                                    
GENR XPAAU=APAAU*AUM00$A ;                                                    
GENR XPHAU=APHAU*AUM00$A ;                                                    
GENR XTHAU=ATHAU*AUM00$A ;                                                    
GENR XCHAU=ACHAU*AUM00$A ;                                                    
GENR XARAU=AARAU*AUM00$A ;                                                    
GENR XBRAU=ABRAU*AUM00$A ;                                                    
GENR XCEAU=ACEAU*AUM00$A ;                                                    
GENR XMEAU=AMEAU*AUM00$A ;                                                    
GENR XPEAU=APEAU*AUM00$A ;                                                    
GENR XTUAU=ATUAU*AUM00$A ;                                                    
GENR XPDAU=APDAU*AUM00$A ;                                                    
GENR XRUAU=ARUAU*AUM00$A ;                                                    
GENR XUEAU=AUEAU*AUM00$A ;                                                    
GENR XEGAU=AEGAU*AUM00$A ;                                                    
GENR XISAU=AISAU*AUM00$A ;                                                    
GENR XKEAU=AKEAU*AUM00$A ;                                                    
GENR XBAAU=ABAAU*AUM00$A ;                                                    
GENR XHKAU=AHKAU*AUM00$A ;                                                    
GENR XSIAU=ASIAU*AUM00$A ;                                                    
GENR XVIAU=AVIAU*AUM00$A ;                                                    
GENR XNIAU=ANIAU*AUM00$A ;                                                    
GENR XALAU=AALAU*AUM00$A ;                                                    
GENR XIAAU=AIAAU*AUM00$A ;                                                    
GENR XINAU=AINAU*AUM00$A ;                                                    
GENR XIQAU=AIQAU*AUM00$A ;                                                    
GENR XKUAU=AKUAU*AUM00$A ;                                                    
GENR XLIAU=ALIAU*AUM00$A ;                                                    
GENR XUAAU=AUAAU*AUM00$A ;                                                    
GENR XAOAU=0;                                                                 
GENR XUSFR=AUSFR*FRM00$A ;                                                    
GENR XCAFR=ACAFR*FRM00$A ;                                                    
GENR XJAFR=AJAFR*FRM00$A ;                                                    
GENR XAUFR=AAUFR*FRM00$A ;                                                    
GENR XFRFR=0;                                                                 
GENR XGEFR=AGEFR*FRM00$A ;                                                    
GENR XITFR=AITFR*FRM00$A ;                                                    
GENR XNEFR=ANEFR*FRM00$A ;                                                    
GENR XSTFR=ASTFR*FRM00$A ;                                                    
GENR XUKFR=AUKFR*FRM00$A ;                                                    
GENR XFIFR=AFIFR*FRM00$A ;                                                    
GENR XASFR=AASFR*FRM00$A ;                                                    
GENR XSOFR=ASOFR*FRM00$A ;                                                    
GENR XKOFR=AKOFR*FRM00$A ;                                                    
GENR XBEFR=ABEFR*FRM00$A ;                                                    
GENR XDEFR=ADEFR*FRM00$A ;                                                    
GENR XNOFR=ANOFR*FRM00$A ;                                                    
GENR XSWFR=ASWFR*FRM00$A ;                                                    
GENR XGRFR=AGRFR*FRM00$A ;                                                    
GENR XIRFR=AIRFR*FRM00$A ;                                                    
GENR XPOFR=APOFR*FRM00$A ;                                                    
GENR XSPFR=ASPFR*FRM00$A ;                                                    
GENR XNZFR=ANZFR*FRM00$A ;                                                    
GENR XSAFR=ASAFR*FRM00$A ;                                                    
GENR XVEFR=AVEFR*FRM00$A ;                                                    
GENR XCOFR=ACOFR*FRM00$A ;                                                    
GENR XJOFR=AJOFR*FRM00$A ;                                                    
GENR XSYFR=ASYFR*FRM00$A ;                                                    
GENR XIDFR=AIDFR*FRM00$A ;                                                    
GENR XMAFR=AMAFR*FRM00$A ;                                                    
GENR XPAFR=APAFR*FRM00$A ;                                                    
GENR XPHFR=APHFR*FRM00$A ;                                                    
GENR XTHFR=ATHFR*FRM00$A ;                                                    
GENR XCHFR=ACHFR*FRM00$A ;                                                    
GENR XARFR=AARFR*FRM00$A ;                                                    
GENR XBRFR=ABRFR*FRM00$A ;                                                    
GENR XCEFR=ACEFR*FRM00$A ;                                                    
GENR XMEFR=AMEFR*FRM00$A ;                                                    
GENR XPEFR=APEFR*FRM00$A ;                                                    
GENR XTUFR=ATUFR*FRM00$A ;                                                    
GENR XPDFR=APDFR*FRM00$A ;                                                    
GENR XRUFR=ARUFR*FRM00$A ;                                                    
GENR XUEFR=AUEFR*FRM00$A ;                                                    
GENR XEGFR=AEGFR*FRM00$A ;                                                    
GENR XISFR=AISFR*FRM00$A ;                                                    
GENR XKEFR=AKEFR*FRM00$A ;                                                    
GENR XBAFR=ABAFR*FRM00$A ;                                                    
GENR XHKFR=AHKFR*FRM00$A ;                                                    
GENR XSIFR=ASIFR*FRM00$A ;                                                    
GENR XVIFR=AVIFR*FRM00$A ;                                                    
GENR XNIFR=ANIFR*FRM00$A ;                                                    
GENR XALFR=AALFR*FRM00$A ;                                                    
GENR XIAFR=AIAFR*FRM00$A ;                                                    
GENR XINFR=AINFR*FRM00$A ;                                                    
GENR XIQFR=AIQFR*FRM00$A ;                                                    
GENR XKUFR=AKUFR*FRM00$A ;                                                    
GENR XLIFR=ALIFR*FRM00$A ;                                                    
GENR XUAFR=AUAFR*FRM00$A ;                                                    
GENR XAOFR=0;                                                                 
GENR XUSGE=AUSGE*GEM00$A ;                                                    
GENR XCAGE=ACAGE*GEM00$A ;                                                    
GENR XJAGE=AJAGE*GEM00$A ;                                                    
GENR XAUGE=AAUGE*GEM00$A ;                                                    
GENR XFRGE=AFRGE*GEM00$A ;                                                    
GENR XGEGE=0;                                                                 
GENR XITGE=AITGE*GEM00$A ;                                                    
GENR XNEGE=ANEGE*GEM00$A ;                                                    
GENR XSTGE=ASTGE*GEM00$A ;                                                    
GENR XUKGE=AUKGE*GEM00$A ;                                                    
GENR XFIGE=AFIGE*GEM00$A ;                                                    
GENR XASGE=AASGE*GEM00$A ;                                                    
GENR XSOGE=ASOGE*GEM00$A ;                                                    
GENR XKOGE=AKOGE*GEM00$A ;                                                    
GENR XBEGE=ABEGE*GEM00$A ;                                                    
GENR XDEGE=ADEGE*GEM00$A ;                                                    
GENR XNOGE=ANOGE*GEM00$A ;                                                    
GENR XSWGE=ASWGE*GEM00$A ;                                                    
GENR XGRGE=AGRGE*GEM00$A ;                                                    
GENR XIRGE=AIRGE*GEM00$A ;                                                    
GENR XPOGE=APOGE*GEM00$A ;                                                    
GENR XSPGE=ASPGE*GEM00$A ;                                                    
GENR XNZGE=ANZGE*GEM00$A ;                                                    
GENR XSAGE=ASAGE*GEM00$A ;                                                    
GENR XVEGE=AVEGE*GEM00$A ;                                                    
GENR XCOGE=ACOGE*GEM00$A ;                                                    
GENR XJOGE=AJOGE*GEM00$A ;                                                    
GENR XSYGE=ASYGE*GEM00$A ;                                                    
GENR XIDGE=AIDGE*GEM00$A ;                                                    
GENR XMAGE=AMAGE*GEM00$A ;                                                    
GENR XPAGE=APAGE*GEM00$A ;                                                    
GENR XPHGE=APHGE*GEM00$A ;                                                    
GENR XTHGE=ATHGE*GEM00$A ;                                                    
GENR XCHGE=ACHGE*GEM00$A ;                                                    
GENR XARGE=AARGE*GEM00$A ;                                                    
GENR XBRGE=ABRGE*GEM00$A ;                                                    
GENR XCEGE=ACEGE*GEM00$A ;                                                    
GENR XMEGE=AMEGE*GEM00$A ;                                                    
GENR XPEGE=APEGE*GEM00$A ;                                                    
GENR XTUGE=ATUGE*GEM00$A ;                                                    
GENR XPDGE=APDGE*GEM00$A ;                                                    
GENR XRUGE=ARUGE*GEM00$A ;                                                    
GENR XUEGE=AUEGE*GEM00$A ;                                                    
GENR XEGGE=AEGGE*GEM00$A ;                                                    
GENR XISGE=AISGE*GEM00$A ;                                                    
GENR XKEGE=AKEGE*GEM00$A ;                                                    
GENR XBAGE=ABAGE*GEM00$A ;                                                    
GENR XHKGE=AHKGE*GEM00$A ;                                                    
GENR XSIGE=ASIGE*GEM00$A ;                                                    
GENR XVIGE=AVIGE*GEM00$A ;                                                    
GENR XNIGE=ANIGE*GEM00$A ;                                                    
GENR XALGE=AALGE*GEM00$A ;                                                    
GENR XIAGE=AIAGE*GEM00$A ;                                                    
GENR XINGE=AINGE*GEM00$A ;                                                    
GENR XIQGE=AIQGE*GEM00$A ;                                                    
GENR XKUGE=AKUGE*GEM00$A ;                                                    
GENR XLIGE=ALIGE*GEM00$A ;                                                    
GENR XUAGE=AUAGE*GEM00$A ;                                                    
GENR XAOGE=0;                                                                 
GENR XUSIT=AUSIT*ITM00$A ;                                                    
GENR XCAIT=ACAIT*ITM00$A ;                                                    
GENR XJAIT=AJAIT*ITM00$A ;                                                    
GENR XAUIT=AAUIT*ITM00$A ;                                                    
GENR XFRIT=AFRIT*ITM00$A ;                                                    
GENR XGEIT=AGEIT*ITM00$A ;                                                    
GENR XITIT=0;                                                                 
GENR XNEIT=ANEIT*ITM00$A ;                                                    
GENR XSTIT=ASTIT*ITM00$A ;                                                    
GENR XUKIT=AUKIT*ITM00$A ;                                                    
GENR XFIIT=AFIIT*ITM00$A ;                                                    
GENR XASIT=AASIT*ITM00$A ;                                                    
GENR XSOIT=ASOIT*ITM00$A ;                                                    
GENR XKOIT=AKOIT*ITM00$A ;                                                    
GENR XBEIT=ABEIT*ITM00$A ;                                                    
GENR XDEIT=ADEIT*ITM00$A ;                                                    
GENR XNOIT=ANOIT*ITM00$A ;                                                    
GENR XSWIT=ASWIT*ITM00$A ;                                                    
GENR XGRIT=AGRIT*ITM00$A ;                                                    
GENR XIRIT=AIRIT*ITM00$A ;                                                    
GENR XPOIT=APOIT*ITM00$A ;                                                    
GENR XSPIT=ASPIT*ITM00$A ;                                                    
GENR XNZIT=ANZIT*ITM00$A ;                                                    
GENR XSAIT=ASAIT*ITM00$A ;                                                    
GENR XVEIT=AVEIT*ITM00$A ;                                                    
GENR XCOIT=ACOIT*ITM00$A ;                                                    
GENR XJOIT=AJOIT*ITM00$A ;                                                    
GENR XSYIT=ASYIT*ITM00$A ;                                                    
GENR XIDIT=AIDIT*ITM00$A ;                                                    
GENR XMAIT=AMAIT*ITM00$A ;                                                    
GENR XPAIT=APAIT*ITM00$A ;                                                    
GENR XPHIT=APHIT*ITM00$A ;                                                    
GENR XTHIT=ATHIT*ITM00$A ;                                                    
GENR XCHIT=ACHIT*ITM00$A ;                                                    
GENR XARIT=AARIT*ITM00$A ;                                                    
GENR XBRIT=ABRIT*ITM00$A ;                                                    
GENR XCEIT=ACEIT*ITM00$A ;                                                    
GENR XMEIT=AMEIT*ITM00$A ;                                                    
GENR XPEIT=APEIT*ITM00$A ;                                                    
GENR XTUIT=ATUIT*ITM00$A ;                                                    
GENR XPDIT=APDIT*ITM00$A ;                                                    
GENR XRUIT=ARUIT*ITM00$A ;                                                    
GENR XUEIT=AUEIT*ITM00$A ;                                                    
GENR XEGIT=AEGIT*ITM00$A ;                                                    
GENR XISIT=AISIT*ITM00$A ;                                                    
GENR XKEIT=AKEIT*ITM00$A ;                                                    
GENR XBAIT=ABAIT*ITM00$A ;                                                    
GENR XHKIT=AHKIT*ITM00$A ;                                                    
GENR XSIIT=ASIIT*ITM00$A ;                                                    
GENR XVIIT=AVIIT*ITM00$A ;                                                    
GENR XNIIT=ANIIT*ITM00$A ;                                                    
GENR XALIT=AALIT*ITM00$A ;                                                    
GENR XIAIT=AIAIT*ITM00$A ;                                                    
GENR XINIT=AINIT*ITM00$A ;                                                    
GENR XIQIT=AIQIT*ITM00$A ;                                                    
GENR XKUIT=AKUIT*ITM00$A ;                                                    
GENR XLIIT=ALIIT*ITM00$A ;                                                    
GENR XUAIT=AUAIT*ITM00$A ;                                                    
GENR XAOIT=0;                                                                 
GENR XUSNE=AUSNE*NEM00$A ;                                                    
GENR XCANE=ACANE*NEM00$A ;                                                    
GENR XJANE=AJANE*NEM00$A ;                                                    
GENR XAUNE=AAUNE*NEM00$A ;                                                    
GENR XFRNE=AFRNE*NEM00$A ;                                                    
GENR XGENE=AGENE*NEM00$A ;                                                    
GENR XITNE=AITNE*NEM00$A ;                                                    
GENR XNENE=0;                                                                 
GENR XSTNE=ASTNE*NEM00$A ;                                                    
GENR XUKNE=AUKNE*NEM00$A ;                                                    
GENR XFINE=AFINE*NEM00$A ;                                                    
GENR XASNE=AASNE*NEM00$A ;                                                    
GENR XSONE=ASONE*NEM00$A ;                                                    
GENR XKONE=AKONE*NEM00$A ;                                                    
GENR XBENE=ABENE*NEM00$A ;                                                    
GENR XDENE=ADENE*NEM00$A ;                                                    
GENR XNONE=ANONE*NEM00$A ;                                                    
GENR XSWNE=ASWNE*NEM00$A ;                                                    
GENR XGRNE=AGRNE*NEM00$A ;                                                    
GENR XIRNE=AIRNE*NEM00$A ;                                                    
GENR XPONE=APONE*NEM00$A ;                                                    
GENR XSPNE=ASPNE*NEM00$A ;                                                    
GENR XNZNE=ANZNE*NEM00$A ;                                                    
GENR XSANE=ASANE*NEM00$A ;                                                    
GENR XVENE=AVENE*NEM00$A ;                                                    
GENR XCONE=ACONE*NEM00$A ;                                                    
GENR XJONE=AJONE*NEM00$A ;                                                    
GENR XSYNE=ASYNE*NEM00$A ;                                                    
GENR XIDNE=AIDNE*NEM00$A ;                                                    
GENR XMANE=AMANE*NEM00$A ;                                                    
GENR XPANE=APANE*NEM00$A ;                                                    
GENR XPHNE=APHNE*NEM00$A ;                                                    
GENR XTHNE=ATHNE*NEM00$A ;                                                    
GENR XCHNE=ACHNE*NEM00$A ;                                                    
GENR XARNE=AARNE*NEM00$A ;                                                    
GENR XBRNE=ABRNE*NEM00$A ;                                                    
GENR XCENE=ACENE*NEM00$A ;                                                    
GENR XMENE=AMENE*NEM00$A ;                                                    
GENR XPENE=APENE*NEM00$A ;                                                    
GENR XTUNE=ATUNE*NEM00$A ;                                                    
GENR XPDNE=APDNE*NEM00$A ;                                                    
GENR XRUNE=ARUNE*NEM00$A ;                                                    
GENR XUENE=AUENE*NEM00$A ;                                                    
GENR XEGNE=AEGNE*NEM00$A ;                                                    
GENR XISNE=AISNE*NEM00$A ;                                                    
GENR XKENE=AKENE*NEM00$A ;                                                    
GENR XBANE=ABANE*NEM00$A ;                                                    
GENR XHKNE=AHKNE*NEM00$A ;                                                    
GENR XSINE=ASINE*NEM00$A ;                                                    
GENR XVINE=AVINE*NEM00$A ;                                                    
GENR XNINE=ANINE*NEM00$A ;                                                    
GENR XALNE=AALNE*NEM00$A ;                                                    
GENR XIANE=AIANE*NEM00$A ;                                                    
GENR XINNE=AINNE*NEM00$A ;                                                    
GENR XIQNE=AIQNE*NEM00$A ;                                                    
GENR XKUNE=AKUNE*NEM00$A ;                                                    
GENR XLINE=ALINE*NEM00$A ;                                                    
GENR XUANE=AUANE*NEM00$A ;                                                    
GENR XAONE=0;                                                                 
GENR XUSST=AUSST*STM00$A ;                                                    
GENR XCAST=ACAST*STM00$A ;                                                    
GENR XJAST=AJAST*STM00$A ;                                                    
GENR XAUST=AAUST*STM00$A ;                                                    
GENR XFRST=AFRST*STM00$A ;                                                    
GENR XGEST=AGEST*STM00$A ;                                                    
GENR XITST=AITST*STM00$A ;                                                    
GENR XNEST=ANEST*STM00$A ;                                                    
GENR XSTST=0;                                                                 
GENR XUKST=AUKST*STM00$A ;                                                    
GENR XFIST=AFIST*STM00$A ;                                                    
GENR XASST=AASST*STM00$A ;                                                    
GENR XSOST=ASOST*STM00$A ;                                                    
GENR XKOST=AKOST*STM00$A ;                                                    
GENR XBEST=ABEST*STM00$A ;                                                    
GENR XDEST=ADEST*STM00$A ;                                                    
GENR XNOST=ANOST*STM00$A ;                                                    
GENR XSWST=ASWST*STM00$A ;                                                    
GENR XGRST=AGRST*STM00$A ;                                                    
GENR XIRST=AIRST*STM00$A ;                                                    
GENR XPOST=APOST*STM00$A ;                                                    
GENR XSPST=ASPST*STM00$A ;                                                    
GENR XNZST=ANZST*STM00$A ;                                                    
GENR XSAST=ASAST*STM00$A ;                                                    
GENR XVEST=AVEST*STM00$A ;                                                    
GENR XCOST=ACOST*STM00$A ;                                                    
GENR XJOST=AJOST*STM00$A ;                                                    
GENR XSYST=ASYST*STM00$A ;                                                    
GENR XIDST=AIDST*STM00$A ;                                                    
GENR XMAST=AMAST*STM00$A ;                                                    
GENR XPAST=APAST*STM00$A ;                                                    
GENR XPHST=APHST*STM00$A ;                                                    
GENR XTHST=ATHST*STM00$A ;                                                    
GENR XCHST=ACHST*STM00$A ;                                                    
GENR XARST=AARST*STM00$A ;                                                    
GENR XBRST=ABRST*STM00$A ;                                                    
GENR XCEST=ACEST*STM00$A ;                                                    
GENR XMEST=AMEST*STM00$A ;                                                    
GENR XPEST=APEST*STM00$A ;                                                    
GENR XTUST=ATUST*STM00$A ;                                                    
GENR XPDST=APDST*STM00$A ;                                                    
GENR XRUST=ARUST*STM00$A ;                                                    
GENR XUEST=AUEST*STM00$A ;                                                    
GENR XEGST=AEGST*STM00$A ;                                                    
GENR XISST=AISST*STM00$A ;                                                    
GENR XKEST=AKEST*STM00$A ;                                                    
GENR XBAST=ABAST*STM00$A ;                                                    
GENR XHKST=AHKST*STM00$A ;                                                    
GENR XSIST=ASIST*STM00$A ;                                                    
GENR XVIST=AVIST*STM00$A ;                                                    
GENR XNIST=ANIST*STM00$A ;                                                    
GENR XALST=AALST*STM00$A ;                                                    
GENR XIAST=AIAST*STM00$A ;                                                    
GENR XINST=AINST*STM00$A ;                                                    
GENR XIQST=AIQST*STM00$A ;                                                    
GENR XKUST=AKUST*STM00$A ;                                                    
GENR XLIST=ALIST*STM00$A ;                                                    
GENR XUAST=AUAST*STM00$A ;                                                    
GENR XAOST=0;                                                                 
GENR XUSUK=AUSUK*UKM00$A ;                                                    
GENR XCAUK=ACAUK*UKM00$A ;                                                    
GENR XJAUK=AJAUK*UKM00$A ;                                                    
GENR XAUUK=AAUUK*UKM00$A ;                                                    
GENR XFRUK=AFRUK*UKM00$A ;                                                    
GENR XGEUK=AGEUK*UKM00$A ;                                                    
GENR XITUK=AITUK*UKM00$A ;                                                    
GENR XNEUK=ANEUK*UKM00$A ;                                                    
GENR XSTUK=ASTUK*UKM00$A ;                                                    
GENR XUKUK=0;                                                                 
GENR XFIUK=AFIUK*UKM00$A ;                                                    
GENR XASUK=AASUK*UKM00$A ;                                                    
GENR XSOUK=ASOUK*UKM00$A ;                                                    
GENR XKOUK=AKOUK*UKM00$A ;                                                    
GENR XBEUK=ABEUK*UKM00$A ;                                                    
GENR XDEUK=ADEUK*UKM00$A ;                                                    
GENR XNOUK=ANOUK*UKM00$A ;                                                    
GENR XSWUK=ASWUK*UKM00$A ;                                                    
GENR XGRUK=AGRUK*UKM00$A ;                                                    
GENR XIRUK=AIRUK*UKM00$A ;                                                    
GENR XPOUK=APOUK*UKM00$A ;                                                    
GENR XSPUK=ASPUK*UKM00$A ;                                                    
GENR XNZUK=ANZUK*UKM00$A ;                                                    
GENR XSAUK=ASAUK*UKM00$A ;                                                    
GENR XVEUK=AVEUK*UKM00$A ;                                                    
GENR XCOUK=ACOUK*UKM00$A ;                                                    
GENR XJOUK=AJOUK*UKM00$A ;                                                    
GENR XSYUK=ASYUK*UKM00$A ;                                                    
GENR XIDUK=AIDUK*UKM00$A ;                                                    
GENR XMAUK=AMAUK*UKM00$A ;                                                    
GENR XPAUK=APAUK*UKM00$A ;                                                    
GENR XPHUK=APHUK*UKM00$A ;                                                    
GENR XTHUK=ATHUK*UKM00$A ;                                                    
GENR XCHUK=ACHUK*UKM00$A ;                                                    
GENR XARUK=AARUK*UKM00$A ;                                                    
GENR XBRUK=ABRUK*UKM00$A ;                                                    
GENR XCEUK=ACEUK*UKM00$A ;                                                    
GENR XMEUK=AMEUK*UKM00$A ;                                                    
GENR XPEUK=APEUK*UKM00$A ;                                                    
GENR XTUUK=ATUUK*UKM00$A ;                                                    
GENR XPDUK=APDUK*UKM00$A ;                                                    
GENR XRUUK=ARUUK*UKM00$A ;                                                    
GENR XUEUK=AUEUK*UKM00$A ;                                                    
GENR XEGUK=AEGUK*UKM00$A ;                                                    
GENR XISUK=AISUK*UKM00$A ;                                                    
GENR XKEUK=AKEUK*UKM00$A ;                                                    
GENR XBAUK=ABAUK*UKM00$A ;                                                    
GENR XHKUK=AHKUK*UKM00$A ;                                                    
GENR XSIUK=ASIUK*UKM00$A ;                                                    
GENR XVIUK=AVIUK*UKM00$A ;                                                    
GENR XNIUK=ANIUK*UKM00$A ;                                                    
GENR XALUK=AALUK*UKM00$A ;                                                    
GENR XIAUK=AIAUK*UKM00$A ;                                                    
GENR XINUK=AINUK*UKM00$A ;                                                    
GENR XIQUK=AIQUK*UKM00$A ;                                                    
GENR XKUUK=AKUUK*UKM00$A ;                                                    
GENR XLIUK=ALIUK*UKM00$A ;                                                    
GENR XUAUK=AUAUK*UKM00$A ;                                                    
GENR XAOUK=0;                                                                 
GENR XUSFI=AUSFI*FIM00$A ;                                                    
GENR XCAFI=ACAFI*FIM00$A ;                                                    
GENR XJAFI=AJAFI*FIM00$A ;                                                    
GENR XAUFI=AAUFI*FIM00$A ;                                                    
GENR XFRFI=AFRFI*FIM00$A ;                                                    
GENR XGEFI=AGEFI*FIM00$A ;                                                    
GENR XITFI=AITFI*FIM00$A ;                                                    
GENR XNEFI=ANEFI*FIM00$A ;                                                    
GENR XSTFI=ASTFI*FIM00$A ;                                                    
GENR XUKFI=AUKFI*FIM00$A ;                                                    
GENR XFIFI=0;                                                                 
GENR XASFI=AASFI*FIM00$A ;                                                    
GENR XSOFI=ASOFI*FIM00$A ;                                                    
GENR XKOFI=AKOFI*FIM00$A ;                                                    
GENR XBEFI=ABEFI*FIM00$A ;                                                    
GENR XDEFI=ADEFI*FIM00$A ;                                                    
GENR XNOFI=ANOFI*FIM00$A ;                                                    
GENR XSWFI=ASWFI*FIM00$A ;                                                    
GENR XGRFI=AGRFI*FIM00$A ;                                                    
GENR XIRFI=AIRFI*FIM00$A ;                                                    
GENR XPOFI=APOFI*FIM00$A ;                                                    
GENR XSPFI=ASPFI*FIM00$A ;                                                    
GENR XNZFI=ANZFI*FIM00$A ;                                                    
GENR XSAFI=ASAFI*FIM00$A ;                                                    
GENR XVEFI=AVEFI*FIM00$A ;                                                    
GENR XCOFI=ACOFI*FIM00$A ;                                                    
GENR XJOFI=AJOFI*FIM00$A ;                                                    
GENR XSYFI=ASYFI*FIM00$A ;                                                    
GENR XIDFI=AIDFI*FIM00$A ;                                                    
GENR XMAFI=AMAFI*FIM00$A ;                                                    
GENR XPAFI=APAFI*FIM00$A ;                                                    
GENR XPHFI=APHFI*FIM00$A ;                                                    
GENR XTHFI=ATHFI*FIM00$A ;                                                    
GENR XCHFI=ACHFI*FIM00$A ;                                                    
GENR XARFI=AARFI*FIM00$A ;                                                    
GENR XBRFI=ABRFI*FIM00$A ;                                                    
GENR XCEFI=ACEFI*FIM00$A ;                                                    
GENR XMEFI=AMEFI*FIM00$A ;                                                    
GENR XPEFI=APEFI*FIM00$A ;                                                    
GENR XTUFI=ATUFI*FIM00$A ;                                                    
GENR XPDFI=APDFI*FIM00$A ;                                                    
GENR XRUFI=ARUFI*FIM00$A ;                                                    
GENR XUEFI=AUEFI*FIM00$A ;                                                    
GENR XEGFI=AEGFI*FIM00$A ;                                                    
GENR XISFI=AISFI*FIM00$A ;                                                    
GENR XKEFI=AKEFI*FIM00$A ;                                                    
GENR XBAFI=ABAFI*FIM00$A ;                                                    
GENR XHKFI=AHKFI*FIM00$A ;                                                    
GENR XSIFI=ASIFI*FIM00$A ;                                                    
GENR XVIFI=AVIFI*FIM00$A ;                                                    
GENR XNIFI=ANIFI*FIM00$A ;                                                    
GENR XALFI=AALFI*FIM00$A ;                                                    
GENR XIAFI=AIAFI*FIM00$A ;                                                    
GENR XINFI=AINFI*FIM00$A ;                                                    
GENR XIQFI=AIQFI*FIM00$A ;                                                    
GENR XKUFI=AKUFI*FIM00$A ;                                                    
GENR XLIFI=ALIFI*FIM00$A ;                                                    
GENR XUAFI=AUAFI*FIM00$A ;                                                    
GENR XAOFI=0;                                                                 
GENR XUSAS=AUSAS*ASM00$A ;                                                    
GENR XCAAS=ACAAS*ASM00$A ;                                                    
GENR XJAAS=AJAAS*ASM00$A ;                                                    
GENR XAUAS=AAUAS*ASM00$A ;                                                    
GENR XFRAS=AFRAS*ASM00$A ;                                                    
GENR XGEAS=AGEAS*ASM00$A ;                                                    
GENR XITAS=AITAS*ASM00$A ;                                                    
GENR XNEAS=ANEAS*ASM00$A ;                                                    
GENR XSTAS=ASTAS*ASM00$A ;                                                    
GENR XUKAS=AUKAS*ASM00$A ;                                                    
GENR XFIAS=AFIAS*ASM00$A ;                                                    
GENR XASAS=0;                                                                 
GENR XSOAS=ASOAS*ASM00$A ;                                                    
GENR XKOAS=AKOAS*ASM00$A ;                                                    
GENR XBEAS=ABEAS*ASM00$A ;                                                    
GENR XDEAS=ADEAS*ASM00$A ;                                                    
GENR XNOAS=ANOAS*ASM00$A ;                                                    
GENR XSWAS=ASWAS*ASM00$A ;                                                    
GENR XGRAS=AGRAS*ASM00$A ;                                                    
GENR XIRAS=AIRAS*ASM00$A ;                                                    
GENR XPOAS=APOAS*ASM00$A ;                                                    
GENR XSPAS=ASPAS*ASM00$A ;                                                    
GENR XNZAS=ANZAS*ASM00$A ;                                                    
GENR XSAAS=ASAAS*ASM00$A ;                                                    
GENR XVEAS=AVEAS*ASM00$A ;                                                    
GENR XCOAS=ACOAS*ASM00$A ;                                                    
GENR XJOAS=AJOAS*ASM00$A ;                                                    
GENR XSYAS=ASYAS*ASM00$A ;                                                    
GENR XIDAS=AIDAS*ASM00$A ;                                                    
GENR XMAAS=AMAAS*ASM00$A ;                                                    
GENR XPAAS=APAAS*ASM00$A ;                                                    
GENR XPHAS=APHAS*ASM00$A ;                                                    
GENR XTHAS=ATHAS*ASM00$A ;                                                    
GENR XCHAS=ACHAS*ASM00$A ;                                                    
GENR XARAS=AARAS*ASM00$A ;                                                    
GENR XBRAS=ABRAS*ASM00$A ;                                                    
GENR XCEAS=ACEAS*ASM00$A ;                                                    
GENR XMEAS=AMEAS*ASM00$A ;                                                    
GENR XPEAS=APEAS*ASM00$A ;                                                    
GENR XTUAS=ATUAS*ASM00$A ;                                                    
GENR XPDAS=APDAS*ASM00$A ;                                                    
GENR XRUAS=ARUAS*ASM00$A ;                                                    
GENR XUEAS=AUEAS*ASM00$A ;                                                    
GENR XEGAS=AEGAS*ASM00$A ;                                                    
GENR XISAS=AISAS*ASM00$A ;                                                    
GENR XKEAS=AKEAS*ASM00$A ;                                                    
GENR XBAAS=ABAAS*ASM00$A ;                                                    
GENR XHKAS=AHKAS*ASM00$A ;                                                    
GENR XSIAS=ASIAS*ASM00$A ;                                                    
GENR XVIAS=AVIAS*ASM00$A ;                                                    
GENR XNIAS=ANIAS*ASM00$A ;                                                    
GENR XALAS=AALAS*ASM00$A ;                                                    
GENR XIAAS=AIAAS*ASM00$A ;                                                    
GENR XINAS=AINAS*ASM00$A ;                                                    
GENR XIQAS=AIQAS*ASM00$A ;                                                    
GENR XKUAS=AKUAS*ASM00$A ;                                                    
GENR XLIAS=ALIAS*ASM00$A ;                                                    
GENR XUAAS=AUAAS*ASM00$A ;                                                    
GENR XAOAS=0;                                                                 
GENR XUSSO=AUSSO*SOM00$A ;                                                    
GENR XCASO=ACASO*SOM00$A ;                                                    
GENR XJASO=AJASO*SOM00$A ;                                                    
GENR XAUSO=AAUSO*SOM00$A ;                                                    
GENR XFRSO=AFRSO*SOM00$A ;                                                    
GENR XGESO=AGESO*SOM00$A ;                                                    
GENR XITSO=AITSO*SOM00$A ;                                                    
GENR XNESO=ANESO*SOM00$A ;                                                    
GENR XSTSO=ASTSO*SOM00$A ;                                                    
GENR XUKSO=AUKSO*SOM00$A ;                                                    
GENR XFISO=AFISO*SOM00$A ;                                                    
GENR XASSO=AASSO*SOM00$A ;                                                    
GENR XSOSO=0;                                                                 
GENR XKOSO=AKOSO*SOM00$A ;                                                    
GENR XBESO=ABESO*SOM00$A ;                                                    
GENR XDESO=ADESO*SOM00$A ;                                                    
GENR XNOSO=ANOSO*SOM00$A ;                                                    
GENR XSWSO=ASWSO*SOM00$A ;                                                    
GENR XGRSO=AGRSO*SOM00$A ;                                                    
GENR XIRSO=AIRSO*SOM00$A ;                                                    
GENR XPOSO=APOSO*SOM00$A ;                                                    
GENR XSPSO=ASPSO*SOM00$A ;                                                    
GENR XNZSO=ANZSO*SOM00$A ;                                                    
GENR XSASO=ASASO*SOM00$A ;                                                    
GENR XVESO=AVESO*SOM00$A ;                                                    
GENR XCOSO=ACOSO*SOM00$A ;                                                    
GENR XJOSO=AJOSO*SOM00$A ;                                                    
GENR XSYSO=ASYSO*SOM00$A ;                                                    
GENR XIDSO=AIDSO*SOM00$A ;                                                    
GENR XMASO=AMASO*SOM00$A ;                                                    
GENR XPASO=APASO*SOM00$A ;                                                    
GENR XPHSO=APHSO*SOM00$A ;                                                    
GENR XTHSO=ATHSO*SOM00$A ;                                                    
GENR XCHSO=ACHSO*SOM00$A ;                                                    
GENR XARSO=AARSO*SOM00$A ;                                                    
GENR XBRSO=ABRSO*SOM00$A ;                                                    
GENR XCESO=ACESO*SOM00$A ;                                                    
GENR XMESO=AMESO*SOM00$A ;                                                    
GENR XPESO=APESO*SOM00$A ;                                                    
GENR XTUSO=ATUSO*SOM00$A ;                                                    
GENR XPDSO=APDSO*SOM00$A ;                                                    
GENR XRUSO=ARUSO*SOM00$A ;                                                    
GENR XUESO=AUESO*SOM00$A ;                                                    
GENR XEGSO=AEGSO*SOM00$A ;                                                    
GENR XISSO=AISSO*SOM00$A ;                                                    
GENR XKESO=AKESO*SOM00$A ;                                                    
GENR XBASO=ABASO*SOM00$A ;                                                    
GENR XHKSO=AHKSO*SOM00$A ;                                                    
GENR XSISO=ASISO*SOM00$A ;                                                    
GENR XVISO=AVISO*SOM00$A ;                                                    
GENR XNISO=ANISO*SOM00$A ;                                                    
GENR XALSO=AALSO*SOM00$A ;                                                    
GENR XIASO=AIASO*SOM00$A ;                                                    
GENR XINSO=AINSO*SOM00$A ;                                                    
GENR XIQSO=AIQSO*SOM00$A ;                                                    
GENR XKUSO=AKUSO*SOM00$A ;                                                    
GENR XLISO=ALISO*SOM00$A ;                                                    
GENR XUASO=AUASO*SOM00$A ;                                                    
GENR XAOSO=0;                                                                 
GENR XUSKO=AUSKO*KOM00$A ;                                                    
GENR XCAKO=ACAKO*KOM00$A ;                                                    
GENR XJAKO=AJAKO*KOM00$A ;                                                    
GENR XAUKO=AAUKO*KOM00$A ;                                                    
GENR XFRKO=AFRKO*KOM00$A ;                                                    
GENR XGEKO=AGEKO*KOM00$A ;                                                    
GENR XITKO=AITKO*KOM00$A ;                                                    
GENR XNEKO=ANEKO*KOM00$A ;                                                    
GENR XSTKO=ASTKO*KOM00$A ;                                                    
GENR XUKKO=AUKKO*KOM00$A ;                                                    
GENR XFIKO=AFIKO*KOM00$A ;                                                    
GENR XASKO=AASKO*KOM00$A ;                                                    
GENR XSOKO=ASOKO*KOM00$A ;                                                    
GENR XKOKO=0;                                                                 
GENR XBEKO=ABEKO*KOM00$A ;                                                    
GENR XDEKO=ADEKO*KOM00$A ;                                                    
GENR XNOKO=ANOKO*KOM00$A ;                                                    
GENR XSWKO=ASWKO*KOM00$A ;                                                    
GENR XGRKO=AGRKO*KOM00$A ;                                                    
GENR XIRKO=AIRKO*KOM00$A ;                                                    
GENR XPOKO=APOKO*KOM00$A ;                                                    
GENR XSPKO=ASPKO*KOM00$A ;                                                    
GENR XNZKO=ANZKO*KOM00$A ;                                                    
GENR XSAKO=ASAKO*KOM00$A ;                                                    
GENR XVEKO=AVEKO*KOM00$A ;                                                    
GENR XCOKO=ACOKO*KOM00$A ;                                                    
GENR XJOKO=AJOKO*KOM00$A ;                                                    
GENR XSYKO=ASYKO*KOM00$A ;                                                    
GENR XIDKO=AIDKO*KOM00$A ;                                                    
GENR XMAKO=AMAKO*KOM00$A ;                                                    
GENR XPAKO=APAKO*KOM00$A ;                                                    
GENR XPHKO=APHKO*KOM00$A ;                                                    
GENR XTHKO=ATHKO*KOM00$A ;                                                    
GENR XCHKO=ACHKO*KOM00$A ;                                                    
GENR XARKO=AARKO*KOM00$A ;                                                    
GENR XBRKO=ABRKO*KOM00$A ;                                                    
GENR XCEKO=ACEKO*KOM00$A ;                                                    
GENR XMEKO=AMEKO*KOM00$A ;                                                    
GENR XPEKO=APEKO*KOM00$A ;                                                    
GENR XTUKO=ATUKO*KOM00$A ;                                                    
GENR XPDKO=APDKO*KOM00$A ;                                                    
GENR XRUKO=ARUKO*KOM00$A ;                                                    
GENR XUEKO=AUEKO*KOM00$A ;                                                    
GENR XEGKO=AEGKO*KOM00$A ;                                                    
GENR XISKO=AISKO*KOM00$A ;                                                    
GENR XKEKO=AKEKO*KOM00$A ;                                                    
GENR XBAKO=ABAKO*KOM00$A ;                                                    
GENR XHKKO=AHKKO*KOM00$A ;                                                    
GENR XSIKO=ASIKO*KOM00$A ;                                                    
GENR XVIKO=AVIKO*KOM00$A ;                                                    
GENR XNIKO=ANIKO*KOM00$A ;                                                    
GENR XALKO=AALKO*KOM00$A ;                                                    
GENR XIAKO=AIAKO*KOM00$A ;                                                    
GENR XINKO=AINKO*KOM00$A ;                                                    
GENR XIQKO=AIQKO*KOM00$A ;                                                    
GENR XKUKO=AKUKO*KOM00$A ;                                                    
GENR XLIKO=ALIKO*KOM00$A ;                                                    
GENR XUAKO=AUAKO*KOM00$A ;                                                    
GENR XAOKO=0;                                                                 
GENR XUSBE=AUSBE*BEM00$AQ;                                                    
GENR XCABE=ACABE*BEM00$AQ;                                                    
GENR XJABE=AJABE*BEM00$AQ;                                                    
GENR XAUBE=AAUBE*BEM00$AQ;                                                    
GENR XFRBE=AFRBE*BEM00$AQ;                                                    
GENR XGEBE=AGEBE*BEM00$AQ;                                                    
GENR XITBE=AITBE*BEM00$AQ;                                                    
GENR XNEBE=ANEBE*BEM00$AQ;                                                    
GENR XSTBE=ASTBE*BEM00$AQ;                                                    
GENR XUKBE=AUKBE*BEM00$AQ;                                                    
GENR XFIBE=AFIBE*BEM00$AQ;                                                    
GENR XASBE=AASBE*BEM00$AQ;                                                    
GENR XSOBE=ASOBE*BEM00$AQ;                                                    
GENR XKOBE=AKOBE*BEM00$AQ;                                                    
GENR XBEBE=0;                                                                 
GENR XDEBE=ADEBE*BEM00$AQ;                                                    
GENR XNOBE=ANOBE*BEM00$AQ;                                                    
GENR XSWBE=ASWBE*BEM00$AQ;                                                    
GENR XGRBE=AGRBE*BEM00$AQ;                                                    
GENR XIRBE=AIRBE*BEM00$AQ;                                                    
GENR XPOBE=APOBE*BEM00$AQ;                                                    
GENR XSPBE=ASPBE*BEM00$AQ;                                                    
GENR XNZBE=ANZBE*BEM00$AQ;                                                    
GENR XSABE=ASABE*BEM00$AQ;                                                    
GENR XVEBE=AVEBE*BEM00$AQ;                                                    
GENR XCOBE=ACOBE*BEM00$AQ;                                                    
GENR XJOBE=AJOBE*BEM00$AQ;                                                    
GENR XSYBE=ASYBE*BEM00$AQ;                                                    
GENR XIDBE=AIDBE*BEM00$AQ;                                                    
GENR XMABE=AMABE*BEM00$AQ;                                                    
GENR XPABE=APABE*BEM00$AQ;                                                    
GENR XPHBE=APHBE*BEM00$AQ;                                                    
GENR XTHBE=ATHBE*BEM00$AQ;                                                    
GENR XCHBE=ACHBE*BEM00$AQ;                                                    
GENR XARBE=AARBE*BEM00$AQ;                                                    
GENR XBRBE=ABRBE*BEM00$AQ;                                                    
GENR XCEBE=ACEBE*BEM00$AQ;                                                    
GENR XMEBE=AMEBE*BEM00$AQ;                                                    
GENR XPEBE=APEBE*BEM00$AQ;                                                    
GENR XTUBE=ATUBE*BEM00$AQ;                                                    
GENR XPDBE=APDBE*BEM00$AQ;                                                    
GENR XRUBE=ARUBE*BEM00$AQ;                                                    
GENR XUEBE=AUEBE*BEM00$AQ;                                                    
GENR XEGBE=AEGBE*BEM00$AQ;                                                    
GENR XISBE=AISBE*BEM00$AQ;                                                    
GENR XKEBE=AKEBE*BEM00$AQ;                                                    
GENR XBABE=ABABE*BEM00$AQ;                                                    
GENR XHKBE=AHKBE*BEM00$AQ;                                                    
GENR XSIBE=ASIBE*BEM00$AQ;                                                    
GENR XVIBE=AVIBE*BEM00$AQ;                                                    
GENR XNIBE=ANIBE*BEM00$AQ;                                                    
GENR XALBE=AALBE*BEM00$AQ;                                                    
GENR XIABE=AIABE*BEM00$AQ;                                                    
GENR XINBE=AINBE*BEM00$AQ;                                                    
GENR XIQBE=AIQBE*BEM00$AQ;                                                    
GENR XKUBE=AKUBE*BEM00$AQ;                                                    
GENR XLIBE=ALIBE*BEM00$AQ;                                                    
GENR XUABE=AUABE*BEM00$AQ;                                                    
GENR XAOBE=0;                                                                 
GENR XUSDE=AUSDE*DEM00$AQ;                                                    
GENR XCADE=ACADE*DEM00$AQ;                                                    
GENR XJADE=AJADE*DEM00$AQ;                                                    
GENR XAUDE=AAUDE*DEM00$AQ;                                                    
GENR XFRDE=AFRDE*DEM00$AQ;                                                    
GENR XGEDE=AGEDE*DEM00$AQ;                                                    
GENR XITDE=AITDE*DEM00$AQ;                                                    
GENR XNEDE=ANEDE*DEM00$AQ;                                                    
GENR XSTDE=ASTDE*DEM00$AQ;                                                    
GENR XUKDE=AUKDE*DEM00$AQ;                                                    
GENR XFIDE=AFIDE*DEM00$AQ;                                                    
GENR XASDE=AASDE*DEM00$AQ;                                                    
GENR XSODE=ASODE*DEM00$AQ;                                                    
GENR XKODE=AKODE*DEM00$AQ;                                                    
GENR XBEDE=ABEDE*DEM00$AQ;                                                    
GENR XDEDE=0;                                                                 
GENR XNODE=ANODE*DEM00$AQ;                                                    
GENR XSWDE=ASWDE*DEM00$AQ;                                                    
GENR XGRDE=AGRDE*DEM00$AQ;                                                    
GENR XIRDE=AIRDE*DEM00$AQ;                                                    
GENR XPODE=APODE*DEM00$AQ;                                                    
GENR XSPDE=ASPDE*DEM00$AQ;                                                    
GENR XNZDE=ANZDE*DEM00$AQ;                                                    
GENR XSADE=ASADE*DEM00$AQ;                                                    
GENR XVEDE=AVEDE*DEM00$AQ;                                                    
GENR XCODE=ACODE*DEM00$AQ;                                                    
GENR XJODE=AJODE*DEM00$AQ;                                                    
GENR XSYDE=ASYDE*DEM00$AQ;                                                    
GENR XIDDE=AIDDE*DEM00$AQ;                                                    
GENR XMADE=AMADE*DEM00$AQ;                                                    
GENR XPADE=APADE*DEM00$AQ;                                                    
GENR XPHDE=APHDE*DEM00$AQ;                                                    
GENR XTHDE=ATHDE*DEM00$AQ;                                                    
GENR XCHDE=ACHDE*DEM00$AQ;                                                    
GENR XARDE=AARDE*DEM00$AQ;                                                    
GENR XBRDE=ABRDE*DEM00$AQ;                                                    
GENR XCEDE=ACEDE*DEM00$AQ;                                                    
GENR XMEDE=AMEDE*DEM00$AQ;                                                    
GENR XPEDE=APEDE*DEM00$AQ;                                                    
GENR XTUDE=ATUDE*DEM00$AQ;                                                    
GENR XPDDE=APDDE*DEM00$AQ;                                                    
GENR XRUDE=ARUDE*DEM00$AQ;                                                    
GENR XUEDE=AUEDE*DEM00$AQ;                                                    
GENR XEGDE=AEGDE*DEM00$AQ;                                                    
GENR XISDE=AISDE*DEM00$AQ;                                                    
GENR XKEDE=AKEDE*DEM00$AQ;                                                    
GENR XBADE=ABADE*DEM00$AQ;                                                    
GENR XHKDE=AHKDE*DEM00$AQ;                                                    
GENR XSIDE=ASIDE*DEM00$AQ;                                                    
GENR XVIDE=AVIDE*DEM00$AQ;                                                    
GENR XNIDE=ANIDE*DEM00$AQ;                                                    
GENR XALDE=AALDE*DEM00$AQ;                                                    
GENR XIADE=AIADE*DEM00$AQ;                                                    
GENR XINDE=AINDE*DEM00$AQ;                                                    
GENR XIQDE=AIQDE*DEM00$AQ;                                                    
GENR XKUDE=AKUDE*DEM00$AQ;                                                    
GENR XLIDE=ALIDE*DEM00$AQ;                                                    
GENR XUADE=AUADE*DEM00$AQ;                                                    
GENR XAODE=0;                                                                 
GENR XUSNO=AUSNO*NOM00$AQ;                                                    
GENR XCANO=ACANO*NOM00$AQ;                                                    
GENR XJANO=AJANO*NOM00$AQ;                                                    
GENR XAUNO=AAUNO*NOM00$AQ;                                                    
GENR XFRNO=AFRNO*NOM00$AQ;                                                    
GENR XGENO=AGENO*NOM00$AQ;                                                    
GENR XITNO=AITNO*NOM00$AQ;                                                    
GENR XNENO=ANENO*NOM00$AQ;                                                    
GENR XSTNO=ASTNO*NOM00$AQ;                                                    
GENR XUKNO=AUKNO*NOM00$AQ;                                                    
GENR XFINO=AFINO*NOM00$AQ;                                                    
GENR XASNO=AASNO*NOM00$AQ;                                                    
GENR XSONO=ASONO*NOM00$AQ;                                                    
GENR XKONO=AKONO*NOM00$AQ;                                                    
GENR XBENO=ABENO*NOM00$AQ;                                                    
GENR XDENO=ADENO*NOM00$AQ;                                                    
GENR XNONO=0;                                                                 
GENR XSWNO=ASWNO*NOM00$AQ;                                                    
GENR XGRNO=AGRNO*NOM00$AQ;                                                    
GENR XIRNO=AIRNO*NOM00$AQ;                                                    
GENR XPONO=APONO*NOM00$AQ;                                                    
GENR XSPNO=ASPNO*NOM00$AQ;                                                    
GENR XNZNO=ANZNO*NOM00$AQ;                                                    
GENR XSANO=ASANO*NOM00$AQ;                                                    
GENR XVENO=AVENO*NOM00$AQ;                                                    
GENR XCONO=ACONO*NOM00$AQ;                                                    
GENR XJONO=AJONO*NOM00$AQ;                                                    
GENR XSYNO=ASYNO*NOM00$AQ;                                                    
GENR XIDNO=AIDNO*NOM00$AQ;                                                    
GENR XMANO=AMANO*NOM00$AQ;                                                    
GENR XPANO=APANO*NOM00$AQ;                                                    
GENR XPHNO=APHNO*NOM00$AQ;                                                    
GENR XTHNO=ATHNO*NOM00$AQ;                                                    
GENR XCHNO=ACHNO*NOM00$AQ;                                                    
GENR XARNO=AARNO*NOM00$AQ;                                                    
GENR XBRNO=ABRNO*NOM00$AQ;                                                    
GENR XCENO=ACENO*NOM00$AQ;                                                    
GENR XMENO=AMENO*NOM00$AQ;                                                    
GENR XPENO=APENO*NOM00$AQ;                                                    
GENR XTUNO=ATUNO*NOM00$AQ;                                                    
GENR XPDNO=APDNO*NOM00$AQ;                                                    
GENR XRUNO=ARUNO*NOM00$AQ;                                                    
GENR XUENO=AUENO*NOM00$AQ;                                                    
GENR XEGNO=AEGNO*NOM00$AQ;                                                    
GENR XISNO=AISNO*NOM00$AQ;                                                    
GENR XKENO=AKENO*NOM00$AQ;                                                    
GENR XBANO=ABANO*NOM00$AQ;                                                    
GENR XHKNO=AHKNO*NOM00$AQ;                                                    
GENR XSINO=ASINO*NOM00$AQ;                                                    
GENR XVINO=AVINO*NOM00$AQ;                                                    
GENR XNINO=ANINO*NOM00$AQ;                                                    
GENR XALNO=AALNO*NOM00$AQ;                                                    
GENR XIANO=AIANO*NOM00$AQ;                                                    
GENR XINNO=AINNO*NOM00$AQ;                                                    
GENR XIQNO=AIQNO*NOM00$AQ;                                                    
GENR XKUNO=AKUNO*NOM00$AQ;                                                    
GENR XLINO=ALINO*NOM00$AQ;                                                    
GENR XUANO=AUANO*NOM00$AQ;                                                    
GENR XAONO=0;                                                                 
GENR XUSSW=AUSSW*SWM00$AQ;                                                    
GENR XCASW=ACASW*SWM00$AQ;                                                    
GENR XJASW=AJASW*SWM00$AQ;                                                    
GENR XAUSW=AAUSW*SWM00$AQ;                                                    
GENR XFRSW=AFRSW*SWM00$AQ;                                                    
GENR XGESW=AGESW*SWM00$AQ;                                                    
GENR XITSW=AITSW*SWM00$AQ;                                                    
GENR XNESW=ANESW*SWM00$AQ;                                                    
GENR XSTSW=ASTSW*SWM00$AQ;                                                    
GENR XUKSW=AUKSW*SWM00$AQ;                                                    
GENR XFISW=AFISW*SWM00$AQ;                                                    
GENR XASSW=AASSW*SWM00$AQ;                                                    
GENR XSOSW=ASOSW*SWM00$AQ;                                                    
GENR XKOSW=AKOSW*SWM00$AQ;                                                    
GENR XBESW=ABESW*SWM00$AQ;                                                    
GENR XDESW=ADESW*SWM00$AQ;                                                    
GENR XNOSW=ANOSW*SWM00$AQ;                                                    
GENR XSWSW=0;                                                                 
GENR XGRSW=AGRSW*SWM00$AQ;                                                    
GENR XIRSW=AIRSW*SWM00$AQ;                                                    
GENR XPOSW=APOSW*SWM00$AQ;                                                    
GENR XSPSW=ASPSW*SWM00$AQ;                                                    
GENR XNZSW=ANZSW*SWM00$AQ;                                                    
GENR XSASW=ASASW*SWM00$AQ;                                                    
GENR XVESW=AVESW*SWM00$AQ;                                                    
GENR XCOSW=ACOSW*SWM00$AQ;                                                    
GENR XJOSW=AJOSW*SWM00$AQ;                                                    
GENR XSYSW=ASYSW*SWM00$AQ;                                                    
GENR XIDSW=AIDSW*SWM00$AQ;                                                    
GENR XMASW=AMASW*SWM00$AQ;                                                    
GENR XPASW=APASW*SWM00$AQ;                                                    
GENR XPHSW=APHSW*SWM00$AQ;                                                    
GENR XTHSW=ATHSW*SWM00$AQ;                                                    
GENR XCHSW=ACHSW*SWM00$AQ;                                                    
GENR XARSW=AARSW*SWM00$AQ;                                                    
GENR XBRSW=ABRSW*SWM00$AQ;                                                    
GENR XCESW=ACESW*SWM00$AQ;                                                    
GENR XMESW=AMESW*SWM00$AQ;                                                    
GENR XPESW=APESW*SWM00$AQ;                                                    
GENR XTUSW=ATUSW*SWM00$AQ;                                                    
GENR XPDSW=APDSW*SWM00$AQ;                                                    
GENR XRUSW=ARUSW*SWM00$AQ;                                                    
GENR XUESW=AUESW*SWM00$AQ;                                                    
GENR XEGSW=AEGSW*SWM00$AQ;                                                    
GENR XISSW=AISSW*SWM00$AQ;                                                    
GENR XKESW=AKESW*SWM00$AQ;                                                    
GENR XBASW=ABASW*SWM00$AQ;                                                    
GENR XHKSW=AHKSW*SWM00$AQ;                                                    
GENR XSISW=ASISW*SWM00$AQ;                                                    
GENR XVISW=AVISW*SWM00$AQ;                                                    
GENR XNISW=ANISW*SWM00$AQ;                                                    
GENR XALSW=AALSW*SWM00$AQ;                                                    
GENR XIASW=AIASW*SWM00$AQ;                                                    
GENR XINSW=AINSW*SWM00$AQ;                                                    
GENR XIQSW=AIQSW*SWM00$AQ;                                                    
GENR XKUSW=AKUSW*SWM00$AQ;                                                    
GENR XLISW=ALISW*SWM00$AQ;                                                    
GENR XUASW=AUASW*SWM00$AQ;                                                    
GENR XAOSW=0;                                                                 
GENR XUSGR=AUSGR*GRM00$AQ;                                                    
GENR XCAGR=ACAGR*GRM00$AQ;                                                    
GENR XJAGR=AJAGR*GRM00$AQ;                                                    
GENR XAUGR=AAUGR*GRM00$AQ;                                                    
GENR XFRGR=AFRGR*GRM00$AQ;                                                    
GENR XGEGR=AGEGR*GRM00$AQ;                                                    
GENR XITGR=AITGR*GRM00$AQ;                                                    
GENR XNEGR=ANEGR*GRM00$AQ;                                                    
GENR XSTGR=ASTGR*GRM00$AQ;                                                    
GENR XUKGR=AUKGR*GRM00$AQ;                                                    
GENR XFIGR=AFIGR*GRM00$AQ;                                                    
GENR XASGR=AASGR*GRM00$AQ;                                                    
GENR XSOGR=ASOGR*GRM00$AQ;                                                    
GENR XKOGR=AKOGR*GRM00$AQ;                                                    
GENR XBEGR=ABEGR*GRM00$AQ;                                                    
GENR XDEGR=ADEGR*GRM00$AQ;                                                    
GENR XNOGR=ANOGR*GRM00$AQ;                                                    
GENR XSWGR=ASWGR*GRM00$AQ;                                                    
GENR XGRGR=0;                                                                 
GENR XIRGR=AIRGR*GRM00$AQ;                                                    
GENR XPOGR=APOGR*GRM00$AQ;                                                    
GENR XSPGR=ASPGR*GRM00$AQ;                                                    
GENR XNZGR=ANZGR*GRM00$AQ;                                                    
GENR XSAGR=ASAGR*GRM00$AQ;                                                    
GENR XVEGR=AVEGR*GRM00$AQ;                                                    
GENR XCOGR=ACOGR*GRM00$AQ;                                                    
GENR XJOGR=AJOGR*GRM00$AQ;                                                    
GENR XSYGR=ASYGR*GRM00$AQ;                                                    
GENR XIDGR=AIDGR*GRM00$AQ;                                                    
GENR XMAGR=AMAGR*GRM00$AQ;                                                    
GENR XPAGR=APAGR*GRM00$AQ;                                                    
GENR XPHGR=APHGR*GRM00$AQ;                                                    
GENR XTHGR=ATHGR*GRM00$AQ;                                                    
GENR XCHGR=ACHGR*GRM00$AQ;                                                    
GENR XARGR=AARGR*GRM00$AQ;                                                    
GENR XBRGR=ABRGR*GRM00$AQ;                                                    
GENR XCEGR=ACEGR*GRM00$AQ;                                                    
GENR XMEGR=AMEGR*GRM00$AQ;                                                    
GENR XPEGR=APEGR*GRM00$AQ;                                                    
GENR XTUGR=ATUGR*GRM00$AQ;                                                    
GENR XPDGR=APDGR*GRM00$AQ;                                                    
GENR XRUGR=ARUGR*GRM00$AQ;                                                    
GENR XUEGR=AUEGR*GRM00$AQ;                                                    
GENR XEGGR=AEGGR*GRM00$AQ;                                                    
GENR XISGR=AISGR*GRM00$AQ;                                                    
GENR XKEGR=AKEGR*GRM00$AQ;                                                    
GENR XBAGR=ABAGR*GRM00$AQ;                                                    
GENR XHKGR=AHKGR*GRM00$AQ;                                                    
GENR XSIGR=ASIGR*GRM00$AQ;                                                    
GENR XVIGR=AVIGR*GRM00$AQ;                                                    
GENR XNIGR=ANIGR*GRM00$AQ;                                                    
GENR XALGR=AALGR*GRM00$AQ;                                                    
GENR XIAGR=AIAGR*GRM00$AQ;                                                    
GENR XINGR=AINGR*GRM00$AQ;                                                    
GENR XIQGR=AIQGR*GRM00$AQ;                                                    
GENR XKUGR=AKUGR*GRM00$AQ;                                                    
GENR XLIGR=ALIGR*GRM00$AQ;                                                    
GENR XUAGR=AUAGR*GRM00$AQ;                                                    
GENR XAOGR=0;                                                                 
GENR XUSIR=AUSIR*IRM00$AQ;                                                    
GENR XCAIR=ACAIR*IRM00$AQ;                                                    
GENR XJAIR=AJAIR*IRM00$AQ;                                                    
GENR XAUIR=AAUIR*IRM00$AQ;                                                    
GENR XFRIR=AFRIR*IRM00$AQ;                                                    
GENR XGEIR=AGEIR*IRM00$AQ;                                                    
GENR XITIR=AITIR*IRM00$AQ;                                                    
GENR XNEIR=ANEIR*IRM00$AQ;                                                    
GENR XSTIR=ASTIR*IRM00$AQ;                                                    
GENR XUKIR=AUKIR*IRM00$AQ;                                                    
GENR XFIIR=AFIIR*IRM00$AQ;                                                    
GENR XASIR=AASIR*IRM00$AQ;                                                    
GENR XSOIR=ASOIR*IRM00$AQ;                                                    
GENR XKOIR=AKOIR*IRM00$AQ;                                                    
GENR XBEIR=ABEIR*IRM00$AQ;                                                    
GENR XDEIR=ADEIR*IRM00$AQ;                                                    
GENR XNOIR=ANOIR*IRM00$AQ;                                                    
GENR XSWIR=ASWIR*IRM00$AQ;                                                    
GENR XGRIR=AGRIR*IRM00$AQ;                                                    
GENR XIRIR=0;                                                                 
GENR XPOIR=APOIR*IRM00$AQ;                                                    
GENR XSPIR=ASPIR*IRM00$AQ;                                                    
GENR XNZIR=ANZIR*IRM00$AQ;                                                    
GENR XSAIR=ASAIR*IRM00$AQ;                                                    
GENR XVEIR=AVEIR*IRM00$AQ;                                                    
GENR XCOIR=ACOIR*IRM00$AQ;                                                    
GENR XJOIR=AJOIR*IRM00$AQ;                                                    
GENR XSYIR=ASYIR*IRM00$AQ;                                                    
GENR XIDIR=AIDIR*IRM00$AQ;                                                    
GENR XMAIR=AMAIR*IRM00$AQ;                                                    
GENR XPAIR=APAIR*IRM00$AQ;                                                    
GENR XPHIR=APHIR*IRM00$AQ;                                                    
GENR XTHIR=ATHIR*IRM00$AQ;                                                    
GENR XCHIR=ACHIR*IRM00$AQ;                                                    
GENR XARIR=AARIR*IRM00$AQ;                                                    
GENR XBRIR=ABRIR*IRM00$AQ;                                                    
GENR XCEIR=ACEIR*IRM00$AQ;                                                    
GENR XMEIR=AMEIR*IRM00$AQ;                                                    
GENR XPEIR=APEIR*IRM00$AQ;                                                    
GENR XTUIR=ATUIR*IRM00$AQ;                                                    
GENR XPDIR=APDIR*IRM00$AQ;                                                    
GENR XRUIR=ARUIR*IRM00$AQ;                                                    
GENR XUEIR=AUEIR*IRM00$AQ;                                                    
GENR XEGIR=AEGIR*IRM00$AQ;                                                    
GENR XISIR=AISIR*IRM00$AQ;                                                    
GENR XKEIR=AKEIR*IRM00$AQ;                                                    
GENR XBAIR=ABAIR*IRM00$AQ;                                                    
GENR XHKIR=AHKIR*IRM00$AQ;                                                    
GENR XSIIR=ASIIR*IRM00$AQ;                                                    
GENR XVIIR=AVIIR*IRM00$AQ;                                                    
GENR XNIIR=ANIIR*IRM00$AQ;                                                    
GENR XALIR=AALIR*IRM00$AQ;                                                    
GENR XIAIR=AIAIR*IRM00$AQ;                                                    
GENR XINIR=AINIR*IRM00$AQ;                                                    
GENR XIQIR=AIQIR*IRM00$AQ;                                                    
GENR XKUIR=AKUIR*IRM00$AQ;                                                    
GENR XLIIR=ALIIR*IRM00$AQ;                                                    
GENR XUAIR=AUAIR*IRM00$AQ;                                                    
GENR XAOIR=0;                                                                 
GENR XUSPO=AUSPO*POM00$AQ;                                                    
GENR XCAPO=ACAPO*POM00$AQ;                                                    
GENR XJAPO=AJAPO*POM00$AQ;                                                    
GENR XAUPO=AAUPO*POM00$AQ;                                                    
GENR XFRPO=AFRPO*POM00$AQ;                                                    
GENR XGEPO=AGEPO*POM00$AQ;                                                    
GENR XITPO=AITPO*POM00$AQ;                                                    
GENR XNEPO=ANEPO*POM00$AQ;                                                    
GENR XSTPO=ASTPO*POM00$AQ;                                                    
GENR XUKPO=AUKPO*POM00$AQ;                                                    
GENR XFIPO=AFIPO*POM00$AQ;                                                    
GENR XASPO=AASPO*POM00$AQ;                                                    
GENR XSOPO=ASOPO*POM00$AQ;                                                    
GENR XKOPO=AKOPO*POM00$AQ;                                                    
GENR XBEPO=ABEPO*POM00$AQ;                                                    
GENR XDEPO=ADEPO*POM00$AQ;                                                    
GENR XNOPO=ANOPO*POM00$AQ;                                                    
GENR XSWPO=ASWPO*POM00$AQ;                                                    
GENR XGRPO=AGRPO*POM00$AQ;                                                    
GENR XIRPO=AIRPO*POM00$AQ;                                                    
GENR XPOPO=0;                                                                 
GENR XSPPO=ASPPO*POM00$AQ;                                                    
GENR XNZPO=ANZPO*POM00$AQ;                                                    
GENR XSAPO=ASAPO*POM00$AQ;                                                    
GENR XVEPO=AVEPO*POM00$AQ;                                                    
GENR XCOPO=ACOPO*POM00$AQ;                                                    
GENR XJOPO=AJOPO*POM00$AQ;                                                    
GENR XSYPO=ASYPO*POM00$AQ;                                                    
GENR XIDPO=AIDPO*POM00$AQ;                                                    
GENR XMAPO=AMAPO*POM00$AQ;                                                    
GENR XPAPO=APAPO*POM00$AQ;                                                    
GENR XPHPO=APHPO*POM00$AQ;                                                    
GENR XTHPO=ATHPO*POM00$AQ;                                                    
GENR XCHPO=ACHPO*POM00$AQ;                                                    
GENR XARPO=AARPO*POM00$AQ;                                                    
GENR XBRPO=ABRPO*POM00$AQ;                                                    
GENR XCEPO=ACEPO*POM00$AQ;                                                    
GENR XMEPO=AMEPO*POM00$AQ;                                                    
GENR XPEPO=APEPO*POM00$AQ;                                                    
GENR XTUPO=ATUPO*POM00$AQ;                                                    
GENR XPDPO=APDPO*POM00$AQ;                                                    
GENR XRUPO=ARUPO*POM00$AQ;                                                    
GENR XUEPO=AUEPO*POM00$AQ;                                                    
GENR XEGPO=AEGPO*POM00$AQ;                                                    
GENR XISPO=AISPO*POM00$AQ;                                                    
GENR XKEPO=AKEPO*POM00$AQ;                                                    
GENR XBAPO=ABAPO*POM00$AQ;                                                    
GENR XHKPO=AHKPO*POM00$AQ;                                                    
GENR XSIPO=ASIPO*POM00$AQ;                                                    
GENR XVIPO=AVIPO*POM00$AQ;                                                    
GENR XNIPO=ANIPO*POM00$AQ;                                                    
GENR XALPO=AALPO*POM00$AQ;                                                    
GENR XIAPO=AIAPO*POM00$AQ;                                                    
GENR XINPO=AINPO*POM00$AQ;                                                    
GENR XIQPO=AIQPO*POM00$AQ;                                                    
GENR XKUPO=AKUPO*POM00$AQ;                                                    
GENR XLIPO=ALIPO*POM00$AQ;                                                    
GENR XUAPO=AUAPO*POM00$AQ;                                                    
GENR XAOPO=0;                                                                 
GENR XUSSP=AUSSP*SPM00$AQ;                                                    
GENR XCASP=ACASP*SPM00$AQ;                                                    
GENR XJASP=AJASP*SPM00$AQ;                                                    
GENR XAUSP=AAUSP*SPM00$AQ;                                                    
GENR XFRSP=AFRSP*SPM00$AQ;                                                    
GENR XGESP=AGESP*SPM00$AQ;                                                    
GENR XITSP=AITSP*SPM00$AQ;                                                    
GENR XNESP=ANESP*SPM00$AQ;                                                    
GENR XSTSP=ASTSP*SPM00$AQ;                                                    
GENR XUKSP=AUKSP*SPM00$AQ;                                                    
GENR XFISP=AFISP*SPM00$AQ;                                                    
GENR XASSP=AASSP*SPM00$AQ;                                                    
GENR XSOSP=ASOSP*SPM00$AQ;                                                    
GENR XKOSP=AKOSP*SPM00$AQ;                                                    
GENR XBESP=ABESP*SPM00$AQ;                                                    
GENR XDESP=ADESP*SPM00$AQ;                                                    
GENR XNOSP=ANOSP*SPM00$AQ;                                                    
GENR XSWSP=ASWSP*SPM00$AQ;                                                    
GENR XGRSP=AGRSP*SPM00$AQ;                                                    
GENR XIRSP=AIRSP*SPM00$AQ;                                                    
GENR XPOSP=APOSP*SPM00$AQ;                                                    
GENR XSPSP=0;                                                                 
GENR XNZSP=ANZSP*SPM00$AQ;                                                    
GENR XSASP=ASASP*SPM00$AQ;                                                    
GENR XVESP=AVESP*SPM00$AQ;                                                    
GENR XCOSP=ACOSP*SPM00$AQ;                                                    
GENR XJOSP=AJOSP*SPM00$AQ;                                                    
GENR XSYSP=ASYSP*SPM00$AQ;                                                    
GENR XIDSP=AIDSP*SPM00$AQ;                                                    
GENR XMASP=AMASP*SPM00$AQ;                                                    
GENR XPASP=APASP*SPM00$AQ;                                                    
GENR XPHSP=APHSP*SPM00$AQ;                                                    
GENR XTHSP=ATHSP*SPM00$AQ;                                                    
GENR XCHSP=ACHSP*SPM00$AQ;                                                    
GENR XARSP=AARSP*SPM00$AQ;                                                    
GENR XBRSP=ABRSP*SPM00$AQ;                                                    
GENR XCESP=ACESP*SPM00$AQ;                                                    
GENR XMESP=AMESP*SPM00$AQ;                                                    
GENR XPESP=APESP*SPM00$AQ;                                                    
GENR XTUSP=ATUSP*SPM00$AQ;                                                    
GENR XPDSP=APDSP*SPM00$AQ;                                                    
GENR XRUSP=ARUSP*SPM00$AQ;                                                    
GENR XUESP=AUESP*SPM00$AQ;                                                    
GENR XEGSP=AEGSP*SPM00$AQ;                                                    
GENR XISSP=AISSP*SPM00$AQ;                                                    
GENR XKESP=AKESP*SPM00$AQ;                                                    
GENR XBASP=ABASP*SPM00$AQ;                                                    
GENR XHKSP=AHKSP*SPM00$AQ;                                                    
GENR XSISP=ASISP*SPM00$AQ;                                                    
GENR XVISP=AVISP*SPM00$AQ;                                                    
GENR XNISP=ANISP*SPM00$AQ;                                                    
GENR XALSP=AALSP*SPM00$AQ;                                                    
GENR XIASP=AIASP*SPM00$AQ;                                                    
GENR XINSP=AINSP*SPM00$AQ;                                                    
GENR XIQSP=AIQSP*SPM00$AQ;                                                    
GENR XKUSP=AKUSP*SPM00$AQ;                                                    
GENR XLISP=ALISP*SPM00$AQ;                                                    
GENR XUASP=AUASP*SPM00$AQ;                                                    
GENR XAOSP=0;                                                                 
GENR XUSNZ=AUSNZ*NZM00$AQ;                                                    
GENR XCANZ=ACANZ*NZM00$AQ;                                                    
GENR XJANZ=AJANZ*NZM00$AQ;                                                    
GENR XAUNZ=AAUNZ*NZM00$AQ;                                                    
GENR XFRNZ=AFRNZ*NZM00$AQ;                                                    
GENR XGENZ=AGENZ*NZM00$AQ;                                                    
GENR XITNZ=AITNZ*NZM00$AQ;                                                    
GENR XNENZ=ANENZ*NZM00$AQ;                                                    
GENR XSTNZ=ASTNZ*NZM00$AQ;                                                    
GENR XUKNZ=AUKNZ*NZM00$AQ;                                                    
GENR XFINZ=AFINZ*NZM00$AQ;                                                    
GENR XASNZ=AASNZ*NZM00$AQ;                                                    
GENR XSONZ=ASONZ*NZM00$AQ;                                                    
GENR XKONZ=AKONZ*NZM00$AQ;                                                    
GENR XBENZ=ABENZ*NZM00$AQ;                                                    
GENR XDENZ=ADENZ*NZM00$AQ;                                                    
GENR XNONZ=ANONZ*NZM00$AQ;                                                    
GENR XSWNZ=ASWNZ*NZM00$AQ;                                                    
GENR XGRNZ=AGRNZ*NZM00$AQ;                                                    
GENR XIRNZ=AIRNZ*NZM00$AQ;                                                    
GENR XPONZ=APONZ*NZM00$AQ;                                                    
GENR XSPNZ=ASPNZ*NZM00$AQ;                                                    
GENR XNZNZ=0;                                                                 
GENR XSANZ=ASANZ*NZM00$AQ;                                                    
GENR XVENZ=AVENZ*NZM00$AQ;                                                    
GENR XCONZ=ACONZ*NZM00$AQ;                                                    
GENR XJONZ=AJONZ*NZM00$AQ;                                                    
GENR XSYNZ=ASYNZ*NZM00$AQ;                                                    
GENR XIDNZ=AIDNZ*NZM00$AQ;                                                    
GENR XMANZ=AMANZ*NZM00$AQ;                                                    
GENR XPANZ=APANZ*NZM00$AQ;                                                    
GENR XPHNZ=APHNZ*NZM00$AQ;                                                    
GENR XTHNZ=ATHNZ*NZM00$AQ;                                                    
GENR XCHNZ=ACHNZ*NZM00$AQ;                                                    
GENR XARNZ=AARNZ*NZM00$AQ;                                                    
GENR XBRNZ=ABRNZ*NZM00$AQ;                                                    
GENR XCENZ=ACENZ*NZM00$AQ;                                                    
GENR XMENZ=AMENZ*NZM00$AQ;                                                    
GENR XPENZ=APENZ*NZM00$AQ;                                                    
GENR XTUNZ=ATUNZ*NZM00$AQ;                                                    
GENR XPDNZ=APDNZ*NZM00$AQ;                                                    
GENR XRUNZ=ARUNZ*NZM00$AQ;                                                    
GENR XUENZ=AUENZ*NZM00$AQ;                                                    
GENR XEGNZ=AEGNZ*NZM00$AQ;                                                    
GENR XISNZ=AISNZ*NZM00$AQ;                                                    
GENR XKENZ=AKENZ*NZM00$AQ;                                                    
GENR XBANZ=ABANZ*NZM00$AQ;                                                    
GENR XHKNZ=AHKNZ*NZM00$AQ;                                                    
GENR XSINZ=ASINZ*NZM00$AQ;                                                    
GENR XVINZ=AVINZ*NZM00$AQ;                                                    
GENR XNINZ=ANINZ*NZM00$AQ;                                                    
GENR XALNZ=AALNZ*NZM00$AQ;                                                    
GENR XIANZ=AIANZ*NZM00$AQ;                                                    
GENR XINNZ=AINNZ*NZM00$AQ;                                                    
GENR XIQNZ=AIQNZ*NZM00$AQ;                                                    
GENR XKUNZ=AKUNZ*NZM00$AQ;                                                    
GENR XLINZ=ALINZ*NZM00$AQ;                                                    
GENR XUANZ=AUANZ*NZM00$AQ;                                                    
GENR XAONZ=0;                                                                 
GENR XUSSA=AUSSA*SAM00$AQ;                                                    
GENR XCASA=ACASA*SAM00$AQ;                                                    
GENR XJASA=AJASA*SAM00$AQ;                                                    
GENR XAUSA=AAUSA*SAM00$AQ;                                                    
GENR XFRSA=AFRSA*SAM00$AQ;                                                    
GENR XGESA=AGESA*SAM00$AQ;                                                    
GENR XITSA=AITSA*SAM00$AQ;                                                    
GENR XNESA=ANESA*SAM00$AQ;                                                    
GENR XSTSA=ASTSA*SAM00$AQ;                                                    
GENR XUKSA=AUKSA*SAM00$AQ;                                                    
GENR XFISA=AFISA*SAM00$AQ;                                                    
GENR XASSA=AASSA*SAM00$AQ;                                                    
GENR XSOSA=ASOSA*SAM00$AQ;                                                    
GENR XKOSA=AKOSA*SAM00$AQ;                                                    
GENR XBESA=ABESA*SAM00$AQ;                                                    
GENR XDESA=ADESA*SAM00$AQ;                                                    
GENR XNOSA=ANOSA*SAM00$AQ;                                                    
GENR XSWSA=ASWSA*SAM00$AQ;                                                    
GENR XGRSA=AGRSA*SAM00$AQ;                                                    
GENR XIRSA=AIRSA*SAM00$AQ;                                                    
GENR XPOSA=APOSA*SAM00$AQ;                                                    
GENR XSPSA=ASPSA*SAM00$AQ;                                                    
GENR XNZSA=ANZSA*SAM00$AQ;                                                    
GENR XSASA=0;                                                                 
GENR XVESA=AVESA*SAM00$AQ;                                                    
GENR XCOSA=ACOSA*SAM00$AQ;                                                    
GENR XJOSA=AJOSA*SAM00$AQ;                                                    
GENR XSYSA=ASYSA*SAM00$AQ;                                                    
GENR XIDSA=AIDSA*SAM00$AQ;                                                    
GENR XMASA=AMASA*SAM00$AQ;                                                    
GENR XPASA=APASA*SAM00$AQ;                                                    
GENR XPHSA=APHSA*SAM00$AQ;                                                    
GENR XTHSA=ATHSA*SAM00$AQ;                                                    
GENR XCHSA=ACHSA*SAM00$AQ;                                                    
GENR XARSA=AARSA*SAM00$AQ;                                                    
GENR XBRSA=ABRSA*SAM00$AQ;                                                    
GENR XCESA=ACESA*SAM00$AQ;                                                    
GENR XMESA=AMESA*SAM00$AQ;                                                    
GENR XPESA=APESA*SAM00$AQ;                                                    
GENR XTUSA=ATUSA*SAM00$AQ;                                                    
GENR XPDSA=APDSA*SAM00$AQ;                                                    
GENR XRUSA=ARUSA*SAM00$AQ;                                                    
GENR XUESA=AUESA*SAM00$AQ;                                                    
GENR XEGSA=AEGSA*SAM00$AQ;                                                    
GENR XISSA=AISSA*SAM00$AQ;                                                    
GENR XKESA=AKESA*SAM00$AQ;                                                    
GENR XBASA=ABASA*SAM00$AQ;                                                    
GENR XHKSA=AHKSA*SAM00$AQ;                                                    
GENR XSISA=ASISA*SAM00$AQ;                                                    
GENR XVISA=AVISA*SAM00$AQ;                                                    
GENR XNISA=ANISA*SAM00$AQ;                                                    
GENR XALSA=AALSA*SAM00$AQ;                                                    
GENR XIASA=AIASA*SAM00$AQ;                                                    
GENR XINSA=AINSA*SAM00$AQ;                                                    
GENR XIQSA=AIQSA*SAM00$AQ;                                                    
GENR XKUSA=AKUSA*SAM00$AQ;                                                    
GENR XLISA=ALISA*SAM00$AQ;                                                    
GENR XUASA=AUASA*SAM00$AQ;                                                    
GENR XAOSA=0;                                                                 
GENR XUSVE=AUSVE*VEM00$AQ;                                                    
GENR XCAVE=ACAVE*VEM00$AQ;                                                    
GENR XJAVE=AJAVE*VEM00$AQ;                                                    
GENR XAUVE=AAUVE*VEM00$AQ;                                                    
GENR XFRVE=AFRVE*VEM00$AQ;                                                    
GENR XGEVE=AGEVE*VEM00$AQ;                                                    
GENR XITVE=AITVE*VEM00$AQ;                                                    
GENR XNEVE=ANEVE*VEM00$AQ;                                                    
GENR XSTVE=ASTVE*VEM00$AQ;                                                    
GENR XUKVE=AUKVE*VEM00$AQ;                                                    
GENR XFIVE=AFIVE*VEM00$AQ;                                                    
GENR XASVE=AASVE*VEM00$AQ;                                                    
GENR XSOVE=ASOVE*VEM00$AQ;                                                    
GENR XKOVE=AKOVE*VEM00$AQ;                                                    
GENR XBEVE=ABEVE*VEM00$AQ;                                                    
GENR XDEVE=ADEVE*VEM00$AQ;                                                    
GENR XNOVE=ANOVE*VEM00$AQ;                                                    
GENR XSWVE=ASWVE*VEM00$AQ;                                                    
GENR XGRVE=AGRVE*VEM00$AQ;                                                    
GENR XIRVE=AIRVE*VEM00$AQ;                                                    
GENR XPOVE=APOVE*VEM00$AQ;                                                    
GENR XSPVE=ASPVE*VEM00$AQ;                                                    
GENR XNZVE=ANZVE*VEM00$AQ;                                                    
GENR XSAVE=ASAVE*VEM00$AQ;                                                    
GENR XVEVE=0;                                                                 
GENR XCOVE=ACOVE*VEM00$AQ;                                                    
GENR XJOVE=AJOVE*VEM00$AQ;                                                    
GENR XSYVE=ASYVE*VEM00$AQ;                                                    
GENR XIDVE=AIDVE*VEM00$AQ;                                                    
GENR XMAVE=AMAVE*VEM00$AQ;                                                    
GENR XPAVE=APAVE*VEM00$AQ;                                                    
GENR XPHVE=APHVE*VEM00$AQ;                                                    
GENR XTHVE=ATHVE*VEM00$AQ;                                                    
GENR XCHVE=ACHVE*VEM00$AQ;                                                    
GENR XARVE=AARVE*VEM00$AQ;                                                    
GENR XBRVE=ABRVE*VEM00$AQ;                                                    
GENR XCEVE=ACEVE*VEM00$AQ;                                                    
GENR XMEVE=AMEVE*VEM00$AQ;                                                    
GENR XPEVE=APEVE*VEM00$AQ;                                                    
GENR XTUVE=ATUVE*VEM00$AQ;                                                    
GENR XPDVE=APDVE*VEM00$AQ;                                                    
GENR XRUVE=ARUVE*VEM00$AQ;                                                    
GENR XUEVE=AUEVE*VEM00$AQ;                                                    
GENR XEGVE=AEGVE*VEM00$AQ;                                                    
GENR XISVE=AISVE*VEM00$AQ;                                                    
GENR XKEVE=AKEVE*VEM00$AQ;                                                    
GENR XBAVE=ABAVE*VEM00$AQ;                                                    
GENR XHKVE=AHKVE*VEM00$AQ;                                                    
GENR XSIVE=ASIVE*VEM00$AQ;                                                    
GENR XVIVE=AVIVE*VEM00$AQ;                                                    
GENR XNIVE=ANIVE*VEM00$AQ;                                                    
GENR XALVE=AALVE*VEM00$AQ;                                                    
GENR XIAVE=AIAVE*VEM00$AQ;                                                    
GENR XINVE=AINVE*VEM00$AQ;                                                    
GENR XIQVE=AIQVE*VEM00$AQ;                                                    
GENR XKUVE=AKUVE*VEM00$AQ;                                                    
GENR XLIVE=ALIVE*VEM00$AQ;                                                    
GENR XUAVE=AUAVE*VEM00$AQ;                                                    
GENR XAOVE=0;                                                                 
GENR XUSCO=AUSCO*COM00$AQ;                                                    
GENR XCACO=ACACO*COM00$AQ;                                                    
GENR XJACO=AJACO*COM00$AQ;                                                    
GENR XAUCO=AAUCO*COM00$AQ;                                                    
GENR XFRCO=AFRCO*COM00$AQ;                                                    
GENR XGECO=AGECO*COM00$AQ;                                                    
GENR XITCO=AITCO*COM00$AQ;                                                    
GENR XNECO=ANECO*COM00$AQ;                                                    
GENR XSTCO=ASTCO*COM00$AQ;                                                    
GENR XUKCO=AUKCO*COM00$AQ;                                                    
GENR XFICO=AFICO*COM00$AQ;                                                    
GENR XASCO=AASCO*COM00$AQ;                                                    
GENR XSOCO=ASOCO*COM00$AQ;                                                    
GENR XKOCO=AKOCO*COM00$AQ;                                                    
GENR XBECO=ABECO*COM00$AQ;                                                    
GENR XDECO=ADECO*COM00$AQ;                                                    
GENR XNOCO=ANOCO*COM00$AQ;                                                    
GENR XSWCO=ASWCO*COM00$AQ;                                                    
GENR XGRCO=AGRCO*COM00$AQ;                                                    
GENR XIRCO=AIRCO*COM00$AQ;                                                    
GENR XPOCO=APOCO*COM00$AQ;                                                    
GENR XSPCO=ASPCO*COM00$AQ;                                                    
GENR XNZCO=ANZCO*COM00$AQ;                                                    
GENR XSACO=ASACO*COM00$AQ;                                                    
GENR XVECO=AVECO*COM00$AQ;                                                    
GENR XCOCO=0;                                                                 
GENR XJOCO=AJOCO*COM00$AQ;                                                    
GENR XSYCO=ASYCO*COM00$AQ;                                                    
GENR XIDCO=AIDCO*COM00$AQ;                                                    
GENR XMACO=AMACO*COM00$AQ;                                                    
GENR XPACO=APACO*COM00$AQ;                                                    
GENR XPHCO=APHCO*COM00$AQ;                                                    
GENR XTHCO=ATHCO*COM00$AQ;                                                    
GENR XCHCO=ACHCO*COM00$AQ;                                                    
GENR XARCO=AARCO*COM00$AQ;                                                    
GENR XBRCO=ABRCO*COM00$AQ;                                                    
GENR XCECO=ACECO*COM00$AQ;                                                    
GENR XMECO=AMECO*COM00$AQ;                                                    
GENR XPECO=APECO*COM00$AQ;                                                    
GENR XTUCO=ATUCO*COM00$AQ;                                                    
GENR XPDCO=APDCO*COM00$AQ;                                                    
GENR XRUCO=ARUCO*COM00$AQ;                                                    
GENR XUECO=AUECO*COM00$AQ;                                                    
GENR XEGCO=AEGCO*COM00$AQ;                                                    
GENR XISCO=AISCO*COM00$AQ;                                                    
GENR XKECO=AKECO*COM00$AQ;                                                    
GENR XBACO=ABACO*COM00$AQ;                                                    
GENR XHKCO=AHKCO*COM00$AQ;                                                    
GENR XSICO=ASICO*COM00$AQ;                                                    
GENR XVICO=AVICO*COM00$AQ;                                                    
GENR XNICO=ANICO*COM00$AQ;                                                    
GENR XALCO=AALCO*COM00$AQ;                                                    
GENR XIACO=AIACO*COM00$AQ;                                                    
GENR XINCO=AINCO*COM00$AQ;                                                    
GENR XIQCO=AIQCO*COM00$AQ;                                                    
GENR XKUCO=AKUCO*COM00$AQ;                                                    
GENR XLICO=ALICO*COM00$AQ;                                                    
GENR XUACO=AUACO*COM00$AQ;                                                    
GENR XAOCO=0;                                                                 
GENR XUSJO=AUSJO*JOM00$AQ;                                                    
GENR XCAJO=ACAJO*JOM00$AQ;                                                    
GENR XJAJO=AJAJO*JOM00$AQ;                                                    
GENR XAUJO=AAUJO*JOM00$AQ;                                                    
GENR XFRJO=AFRJO*JOM00$AQ;                                                    
GENR XGEJO=AGEJO*JOM00$AQ;                                                    
GENR XITJO=AITJO*JOM00$AQ;                                                    
GENR XNEJO=ANEJO*JOM00$AQ;                                                    
GENR XSTJO=ASTJO*JOM00$AQ;                                                    
GENR XUKJO=AUKJO*JOM00$AQ;                                                    
GENR XFIJO=AFIJO*JOM00$AQ;                                                    
GENR XASJO=AASJO*JOM00$AQ;                                                    
GENR XSOJO=ASOJO*JOM00$AQ;                                                    
GENR XKOJO=AKOJO*JOM00$AQ;                                                    
GENR XBEJO=ABEJO*JOM00$AQ;                                                    
GENR XDEJO=ADEJO*JOM00$AQ;                                                    
GENR XNOJO=ANOJO*JOM00$AQ;                                                    
GENR XSWJO=ASWJO*JOM00$AQ;                                                    
GENR XGRJO=AGRJO*JOM00$AQ;                                                    
GENR XIRJO=AIRJO*JOM00$AQ;                                                    
GENR XPOJO=APOJO*JOM00$AQ;                                                    
GENR XSPJO=ASPJO*JOM00$AQ;                                                    
GENR XNZJO=ANZJO*JOM00$AQ;                                                    
GENR XSAJO=ASAJO*JOM00$AQ;                                                    
GENR XVEJO=AVEJO*JOM00$AQ;                                                    
GENR XCOJO=ACOJO*JOM00$AQ;                                                    
GENR XJOJO=0;                                                                 
GENR XSYJO=ASYJO*JOM00$AQ;                                                    
GENR XIDJO=AIDJO*JOM00$AQ;                                                    
GENR XMAJO=AMAJO*JOM00$AQ;                                                    
GENR XPAJO=APAJO*JOM00$AQ;                                                    
GENR XPHJO=APHJO*JOM00$AQ;                                                    
GENR XTHJO=ATHJO*JOM00$AQ;                                                    
GENR XCHJO=ACHJO*JOM00$AQ;                                                    
GENR XARJO=AARJO*JOM00$AQ;                                                    
GENR XBRJO=ABRJO*JOM00$AQ;                                                    
GENR XCEJO=ACEJO*JOM00$AQ;                                                    
GENR XMEJO=AMEJO*JOM00$AQ;                                                    
GENR XPEJO=APEJO*JOM00$AQ;                                                    
GENR XTUJO=ATUJO*JOM00$AQ;                                                    
GENR XPDJO=APDJO*JOM00$AQ;                                                    
GENR XRUJO=ARUJO*JOM00$AQ;                                                    
GENR XUEJO=AUEJO*JOM00$AQ;                                                    
GENR XEGJO=AEGJO*JOM00$AQ;                                                    
GENR XISJO=AISJO*JOM00$AQ;                                                    
GENR XKEJO=AKEJO*JOM00$AQ;                                                    
GENR XBAJO=ABAJO*JOM00$AQ;                                                    
GENR XHKJO=AHKJO*JOM00$AQ;                                                    
GENR XSIJO=ASIJO*JOM00$AQ;                                                    
GENR XVIJO=AVIJO*JOM00$AQ;                                                    
GENR XNIJO=ANIJO*JOM00$AQ;                                                    
GENR XALJO=AALJO*JOM00$AQ;                                                    
GENR XIAJO=AIAJO*JOM00$AQ;                                                    
GENR XINJO=AINJO*JOM00$AQ;                                                    
GENR XIQJO=AIQJO*JOM00$AQ;                                                    
GENR XKUJO=AKUJO*JOM00$AQ;                                                    
GENR XLIJO=ALIJO*JOM00$AQ;                                                    
GENR XUAJO=AUAJO*JOM00$AQ;                                                    
GENR XAOJO=0;                                                                 
GENR XUSSY=AUSSY*SYM00$AQ;                                                    
GENR XCASY=ACASY*SYM00$AQ;                                                    
GENR XJASY=AJASY*SYM00$AQ;                                                    
GENR XAUSY=AAUSY*SYM00$AQ;                                                    
GENR XFRSY=AFRSY*SYM00$AQ;                                                    
GENR XGESY=AGESY*SYM00$AQ;                                                    
GENR XITSY=AITSY*SYM00$AQ;                                                    
GENR XNESY=ANESY*SYM00$AQ;                                                    
GENR XSTSY=ASTSY*SYM00$AQ;                                                    
GENR XUKSY=AUKSY*SYM00$AQ;                                                    
GENR XFISY=AFISY*SYM00$AQ;                                                    
GENR XASSY=AASSY*SYM00$AQ;                                                    
GENR XSOSY=ASOSY*SYM00$AQ;                                                    
GENR XKOSY=AKOSY*SYM00$AQ;                                                    
GENR XBESY=ABESY*SYM00$AQ;                                                    
GENR XDESY=ADESY*SYM00$AQ;                                                    
GENR XNOSY=ANOSY*SYM00$AQ;                                                    
GENR XSWSY=ASWSY*SYM00$AQ;                                                    
GENR XGRSY=AGRSY*SYM00$AQ;                                                    
GENR XIRSY=AIRSY*SYM00$AQ;                                                    
GENR XPOSY=APOSY*SYM00$AQ;                                                    
GENR XSPSY=ASPSY*SYM00$AQ;                                                    
GENR XNZSY=ANZSY*SYM00$AQ;                                                    
GENR XSASY=ASASY*SYM00$AQ;                                                    
GENR XVESY=AVESY*SYM00$AQ;                                                    
GENR XCOSY=ACOSY*SYM00$AQ;                                                    
GENR XJOSY=AJOSY*SYM00$AQ;                                                    
GENR XSYSY=0;                                                                 
GENR XIDSY=AIDSY*SYM00$AQ;                                                    
GENR XMASY=AMASY*SYM00$AQ;                                                    
GENR XPASY=APASY*SYM00$AQ;                                                    
GENR XPHSY=APHSY*SYM00$AQ;                                                    
GENR XTHSY=ATHSY*SYM00$AQ;                                                    
GENR XCHSY=ACHSY*SYM00$AQ;                                                    
GENR XARSY=AARSY*SYM00$AQ;                                                    
GENR XBRSY=ABRSY*SYM00$AQ;                                                    
GENR XCESY=ACESY*SYM00$AQ;                                                    
GENR XMESY=AMESY*SYM00$AQ;                                                    
GENR XPESY=APESY*SYM00$AQ;                                                    
GENR XTUSY=ATUSY*SYM00$AQ;                                                    
GENR XPDSY=APDSY*SYM00$AQ;                                                    
GENR XRUSY=ARUSY*SYM00$AQ;                                                    
GENR XUESY=AUESY*SYM00$AQ;                                                    
GENR XEGSY=AEGSY*SYM00$AQ;                                                    
GENR XISSY=AISSY*SYM00$AQ;                                                    
GENR XKESY=AKESY*SYM00$AQ;                                                    
GENR XBASY=ABASY*SYM00$AQ;                                                    
GENR XHKSY=AHKSY*SYM00$AQ;                                                    
GENR XSISY=ASISY*SYM00$AQ;                                                    
GENR XVISY=AVISY*SYM00$AQ;                                                    
GENR XNISY=ANISY*SYM00$AQ;                                                    
GENR XALSY=AALSY*SYM00$AQ;                                                    
GENR XIASY=AIASY*SYM00$AQ;                                                    
GENR XINSY=AINSY*SYM00$AQ;                                                    
GENR XIQSY=AIQSY*SYM00$AQ;                                                    
GENR XKUSY=AKUSY*SYM00$AQ;                                                    
GENR XLISY=ALISY*SYM00$AQ;                                                    
GENR XUASY=AUASY*SYM00$AQ;                                                    
GENR XAOSY=0;                                                                 
GENR XUSID=AUSID*IDM00$AQ;                                                    
GENR XCAID=ACAID*IDM00$AQ;                                                    
GENR XJAID=AJAID*IDM00$AQ;                                                    
GENR XAUID=AAUID*IDM00$AQ;                                                    
GENR XFRID=AFRID*IDM00$AQ;                                                    
GENR XGEID=AGEID*IDM00$AQ;                                                    
GENR XITID=AITID*IDM00$AQ;                                                    
GENR XNEID=ANEID*IDM00$AQ;                                                    
GENR XSTID=ASTID*IDM00$AQ;                                                    
GENR XUKID=AUKID*IDM00$AQ;                                                    
GENR XFIID=AFIID*IDM00$AQ;                                                    
GENR XASID=AASID*IDM00$AQ;                                                    
GENR XSOID=ASOID*IDM00$AQ;                                                    
GENR XKOID=AKOID*IDM00$AQ;                                                    
GENR XBEID=ABEID*IDM00$AQ;                                                    
GENR XDEID=ADEID*IDM00$AQ;                                                    
GENR XNOID=ANOID*IDM00$AQ;                                                    
GENR XSWID=ASWID*IDM00$AQ;                                                    
GENR XGRID=AGRID*IDM00$AQ;                                                    
GENR XIRID=AIRID*IDM00$AQ;                                                    
GENR XPOID=APOID*IDM00$AQ;                                                    
GENR XSPID=ASPID*IDM00$AQ;                                                    
GENR XNZID=ANZID*IDM00$AQ;                                                    
GENR XSAID=ASAID*IDM00$AQ;                                                    
GENR XVEID=AVEID*IDM00$AQ;                                                    
GENR XCOID=ACOID*IDM00$AQ;                                                    
GENR XJOID=AJOID*IDM00$AQ;                                                    
GENR XSYID=ASYID*IDM00$AQ;                                                    
GENR XIDID=0;                                                                 
GENR XMAID=AMAID*IDM00$AQ;                                                    
GENR XPAID=APAID*IDM00$AQ;                                                    
GENR XPHID=APHID*IDM00$AQ;                                                    
GENR XTHID=ATHID*IDM00$AQ;                                                    
GENR XCHID=ACHID*IDM00$AQ;                                                    
GENR XARID=AARID*IDM00$AQ;                                                    
GENR XBRID=ABRID*IDM00$AQ;                                                    
GENR XCEID=ACEID*IDM00$AQ;                                                    
GENR XMEID=AMEID*IDM00$AQ;                                                    
GENR XPEID=APEID*IDM00$AQ;                                                    
GENR XTUID=ATUID*IDM00$AQ;                                                    
GENR XPDID=APDID*IDM00$AQ;                                                    
GENR XRUID=ARUID*IDM00$AQ;                                                    
GENR XUEID=AUEID*IDM00$AQ;                                                    
GENR XEGID=AEGID*IDM00$AQ;                                                    
GENR XISID=AISID*IDM00$AQ;                                                    
GENR XKEID=AKEID*IDM00$AQ;                                                    
GENR XBAID=ABAID*IDM00$AQ;                                                    
GENR XHKID=AHKID*IDM00$AQ;                                                    
GENR XSIID=ASIID*IDM00$AQ;                                                    
GENR XVIID=AVIID*IDM00$AQ;                                                    
GENR XNIID=ANIID*IDM00$AQ;                                                    
GENR XALID=AALID*IDM00$AQ;                                                    
GENR XIAID=AIAID*IDM00$AQ;                                                    
GENR XINID=AINID*IDM00$AQ;                                                    
GENR XIQID=AIQID*IDM00$AQ;                                                    
GENR XKUID=AKUID*IDM00$AQ;                                                    
GENR XLIID=ALIID*IDM00$AQ;                                                    
GENR XUAID=AUAID*IDM00$AQ;                                                    
GENR XAOID=0;                                                                 
GENR XUSMA=AUSMA*MAM00$AQ;                                                    
GENR XCAMA=ACAMA*MAM00$AQ;                                                    
GENR XJAMA=AJAMA*MAM00$AQ;                                                    
GENR XAUMA=AAUMA*MAM00$AQ;                                                    
GENR XFRMA=AFRMA*MAM00$AQ;                                                    
GENR XGEMA=AGEMA*MAM00$AQ;                                                    
GENR XITMA=AITMA*MAM00$AQ;                                                    
GENR XNEMA=ANEMA*MAM00$AQ;                                                    
GENR XSTMA=ASTMA*MAM00$AQ;                                                    
GENR XUKMA=AUKMA*MAM00$AQ;                                                    
GENR XFIMA=AFIMA*MAM00$AQ;                                                    
GENR XASMA=AASMA*MAM00$AQ;                                                    
GENR XSOMA=ASOMA*MAM00$AQ;                                                    
GENR XKOMA=AKOMA*MAM00$AQ;                                                    
GENR XBEMA=ABEMA*MAM00$AQ;                                                    
GENR XDEMA=ADEMA*MAM00$AQ;                                                    
GENR XNOMA=ANOMA*MAM00$AQ;                                                    
GENR XSWMA=ASWMA*MAM00$AQ;                                                    
GENR XGRMA=AGRMA*MAM00$AQ;                                                    
GENR XIRMA=AIRMA*MAM00$AQ;                                                    
GENR XPOMA=APOMA*MAM00$AQ;                                                    
GENR XSPMA=ASPMA*MAM00$AQ;                                                    
GENR XNZMA=ANZMA*MAM00$AQ;                                                    
GENR XSAMA=ASAMA*MAM00$AQ;                                                    
GENR XVEMA=AVEMA*MAM00$AQ;                                                    
GENR XCOMA=ACOMA*MAM00$AQ;                                                    
GENR XJOMA=AJOMA*MAM00$AQ;                                                    
GENR XSYMA=ASYMA*MAM00$AQ;                                                    
GENR XIDMA=AIDMA*MAM00$AQ;                                                    
GENR XMAMA=0;                                                                 
GENR XPAMA=APAMA*MAM00$AQ;                                                    
GENR XPHMA=APHMA*MAM00$AQ;                                                    
GENR XTHMA=ATHMA*MAM00$AQ;                                                    
GENR XCHMA=ACHMA*MAM00$AQ;                                                    
GENR XARMA=AARMA*MAM00$AQ;                                                    
GENR XBRMA=ABRMA*MAM00$AQ;                                                    
GENR XCEMA=ACEMA*MAM00$AQ;                                                    
GENR XMEMA=AMEMA*MAM00$AQ;                                                    
GENR XPEMA=APEMA*MAM00$AQ;                                                    
GENR XTUMA=ATUMA*MAM00$AQ;                                                    
GENR XPDMA=APDMA*MAM00$AQ;                                                    
GENR XRUMA=ARUMA*MAM00$AQ;                                                    
GENR XUEMA=AUEMA*MAM00$AQ;                                                    
GENR XEGMA=AEGMA*MAM00$AQ;                                                    
GENR XISMA=AISMA*MAM00$AQ;                                                    
GENR XKEMA=AKEMA*MAM00$AQ;                                                    
GENR XBAMA=ABAMA*MAM00$AQ;                                                    
GENR XHKMA=AHKMA*MAM00$AQ;                                                    
GENR XSIMA=ASIMA*MAM00$AQ;                                                    
GENR XVIMA=AVIMA*MAM00$AQ;                                                    
GENR XNIMA=ANIMA*MAM00$AQ;                                                    
GENR XALMA=AALMA*MAM00$AQ;                                                    
GENR XIAMA=AIAMA*MAM00$AQ;                                                    
GENR XINMA=AINMA*MAM00$AQ;                                                    
GENR XIQMA=AIQMA*MAM00$AQ;                                                    
GENR XKUMA=AKUMA*MAM00$AQ;                                                    
GENR XLIMA=ALIMA*MAM00$AQ;                                                    
GENR XUAMA=AUAMA*MAM00$AQ;                                                    
GENR XAOMA=0;                                                                 
GENR XUSPA=AUSPA*PAM00$AQ;                                                    
GENR XCAPA=ACAPA*PAM00$AQ;                                                    
GENR XJAPA=AJAPA*PAM00$AQ;                                                    
GENR XAUPA=AAUPA*PAM00$AQ;                                                    
GENR XFRPA=AFRPA*PAM00$AQ;                                                    
GENR XGEPA=AGEPA*PAM00$AQ;                                                    
GENR XITPA=AITPA*PAM00$AQ;                                                    
GENR XNEPA=ANEPA*PAM00$AQ;                                                    
GENR XSTPA=ASTPA*PAM00$AQ;                                                    
GENR XUKPA=AUKPA*PAM00$AQ;                                                    
GENR XFIPA=AFIPA*PAM00$AQ;                                                    
GENR XASPA=AASPA*PAM00$AQ;                                                    
GENR XSOPA=ASOPA*PAM00$AQ;                                                    
GENR XKOPA=AKOPA*PAM00$AQ;                                                    
GENR XBEPA=ABEPA*PAM00$AQ;                                                    
GENR XDEPA=ADEPA*PAM00$AQ;                                                    
GENR XNOPA=ANOPA*PAM00$AQ;                                                    
GENR XSWPA=ASWPA*PAM00$AQ;                                                    
GENR XGRPA=AGRPA*PAM00$AQ;                                                    
GENR XIRPA=AIRPA*PAM00$AQ;                                                    
GENR XPOPA=APOPA*PAM00$AQ;                                                    
GENR XSPPA=ASPPA*PAM00$AQ;                                                    
GENR XNZPA=ANZPA*PAM00$AQ;                                                    
GENR XSAPA=ASAPA*PAM00$AQ;                                                    
GENR XVEPA=AVEPA*PAM00$AQ;                                                    
GENR XCOPA=ACOPA*PAM00$AQ;                                                    
GENR XJOPA=AJOPA*PAM00$AQ;                                                    
GENR XSYPA=ASYPA*PAM00$AQ;                                                    
GENR XIDPA=AIDPA*PAM00$AQ;                                                    
GENR XMAPA=AMAPA*PAM00$AQ;                                                    
GENR XPAPA=0;                                                                 
GENR XPHPA=APHPA*PAM00$AQ;                                                    
GENR XTHPA=ATHPA*PAM00$AQ;                                                    
GENR XCHPA=ACHPA*PAM00$AQ;                                                    
GENR XARPA=AARPA*PAM00$AQ;                                                    
GENR XBRPA=ABRPA*PAM00$AQ;                                                    
GENR XCEPA=ACEPA*PAM00$AQ;                                                    
GENR XMEPA=AMEPA*PAM00$AQ;                                                    
GENR XPEPA=APEPA*PAM00$AQ;                                                    
GENR XTUPA=ATUPA*PAM00$AQ;                                                    
GENR XPDPA=APDPA*PAM00$AQ;                                                    
GENR XRUPA=ARUPA*PAM00$AQ;                                                    
GENR XUEPA=AUEPA*PAM00$AQ;                                                    
GENR XEGPA=AEGPA*PAM00$AQ;                                                    
GENR XISPA=AISPA*PAM00$AQ;                                                    
GENR XKEPA=AKEPA*PAM00$AQ;                                                    
GENR XBAPA=ABAPA*PAM00$AQ;                                                    
GENR XHKPA=AHKPA*PAM00$AQ;                                                    
GENR XSIPA=ASIPA*PAM00$AQ;                                                    
GENR XVIPA=AVIPA*PAM00$AQ;                                                    
GENR XNIPA=ANIPA*PAM00$AQ;                                                    
GENR XALPA=AALPA*PAM00$AQ;                                                    
GENR XIAPA=AIAPA*PAM00$AQ;                                                    
GENR XINPA=AINPA*PAM00$AQ;                                                    
GENR XIQPA=AIQPA*PAM00$AQ;                                                    
GENR XKUPA=AKUPA*PAM00$AQ;                                                    
GENR XLIPA=ALIPA*PAM00$AQ;                                                    
GENR XUAPA=AUAPA*PAM00$AQ;                                                    
GENR XAOPA=0;                                                                 
GENR XUSPH=AUSPH*PHM00$AQ;                                                    
GENR XCAPH=ACAPH*PHM00$AQ;                                                    
GENR XJAPH=AJAPH*PHM00$AQ;                                                    
GENR XAUPH=AAUPH*PHM00$AQ;                                                    
GENR XFRPH=AFRPH*PHM00$AQ;                                                    
GENR XGEPH=AGEPH*PHM00$AQ;                                                    
GENR XITPH=AITPH*PHM00$AQ;                                                    
GENR XNEPH=ANEPH*PHM00$AQ;                                                    
GENR XSTPH=ASTPH*PHM00$AQ;                                                    
GENR XUKPH=AUKPH*PHM00$AQ;                                                    
GENR XFIPH=AFIPH*PHM00$AQ;                                                    
GENR XASPH=AASPH*PHM00$AQ;                                                    
GENR XSOPH=ASOPH*PHM00$AQ;                                                    
GENR XKOPH=AKOPH*PHM00$AQ;                                                    
GENR XBEPH=ABEPH*PHM00$AQ;                                                    
GENR XDEPH=ADEPH*PHM00$AQ;                                                    
GENR XNOPH=ANOPH*PHM00$AQ;                                                    
GENR XSWPH=ASWPH*PHM00$AQ;                                                    
GENR XGRPH=AGRPH*PHM00$AQ;                                                    
GENR XIRPH=AIRPH*PHM00$AQ;                                                    
GENR XPOPH=APOPH*PHM00$AQ;                                                    
GENR XSPPH=ASPPH*PHM00$AQ;                                                    
GENR XNZPH=ANZPH*PHM00$AQ;                                                    
GENR XSAPH=ASAPH*PHM00$AQ;                                                    
GENR XVEPH=AVEPH*PHM00$AQ;                                                    
GENR XCOPH=ACOPH*PHM00$AQ;                                                    
GENR XJOPH=AJOPH*PHM00$AQ;                                                    
GENR XSYPH=ASYPH*PHM00$AQ;                                                    
GENR XIDPH=AIDPH*PHM00$AQ;                                                    
GENR XMAPH=AMAPH*PHM00$AQ;                                                    
GENR XPAPH=APAPH*PHM00$AQ;                                                    
GENR XPHPH=0;                                                                 
GENR XTHPH=ATHPH*PHM00$AQ;                                                    
GENR XCHPH=ACHPH*PHM00$AQ;                                                    
GENR XARPH=AARPH*PHM00$AQ;                                                    
GENR XBRPH=ABRPH*PHM00$AQ;                                                    
GENR XCEPH=ACEPH*PHM00$AQ;                                                    
GENR XMEPH=AMEPH*PHM00$AQ;                                                    
GENR XPEPH=APEPH*PHM00$AQ;                                                    
GENR XTUPH=ATUPH*PHM00$AQ;                                                    
GENR XPDPH=APDPH*PHM00$AQ;                                                    
GENR XRUPH=ARUPH*PHM00$AQ;                                                    
GENR XUEPH=AUEPH*PHM00$AQ;                                                    
GENR XEGPH=AEGPH*PHM00$AQ;                                                    
GENR XISPH=AISPH*PHM00$AQ;                                                    
GENR XKEPH=AKEPH*PHM00$AQ;                                                    
GENR XBAPH=ABAPH*PHM00$AQ;                                                    
GENR XHKPH=AHKPH*PHM00$AQ;                                                    
GENR XSIPH=ASIPH*PHM00$AQ;                                                    
GENR XVIPH=AVIPH*PHM00$AQ;                                                    
GENR XNIPH=ANIPH*PHM00$AQ;                                                    
GENR XALPH=AALPH*PHM00$AQ;                                                    
GENR XIAPH=AIAPH*PHM00$AQ;                                                    
GENR XINPH=AINPH*PHM00$AQ;                                                    
GENR XIQPH=AIQPH*PHM00$AQ;                                                    
GENR XKUPH=AKUPH*PHM00$AQ;                                                    
GENR XLIPH=ALIPH*PHM00$AQ;                                                    
GENR XUAPH=AUAPH*PHM00$AQ;                                                    
GENR XAOPH=0;                                                                 
GENR XUSTH=AUSTH*THM00$AQ;                                                    
GENR XCATH=ACATH*THM00$AQ;                                                    
GENR XJATH=AJATH*THM00$AQ;                                                    
GENR XAUTH=AAUTH*THM00$AQ;                                                    
GENR XFRTH=AFRTH*THM00$AQ;                                                    
GENR XGETH=AGETH*THM00$AQ;                                                    
GENR XITTH=AITTH*THM00$AQ;                                                    
GENR XNETH=ANETH*THM00$AQ;                                                    
GENR XSTTH=ASTTH*THM00$AQ;                                                    
GENR XUKTH=AUKTH*THM00$AQ;                                                    
GENR XFITH=AFITH*THM00$AQ;                                                    
GENR XASTH=AASTH*THM00$AQ;                                                    
GENR XSOTH=ASOTH*THM00$AQ;                                                    
GENR XKOTH=AKOTH*THM00$AQ;                                                    
GENR XBETH=ABETH*THM00$AQ;                                                    
GENR XDETH=ADETH*THM00$AQ;                                                    
GENR XNOTH=ANOTH*THM00$AQ;                                                    
GENR XSWTH=ASWTH*THM00$AQ;                                                    
GENR XGRTH=AGRTH*THM00$AQ;                                                    
GENR XIRTH=AIRTH*THM00$AQ;                                                    
GENR XPOTH=APOTH*THM00$AQ;                                                    
GENR XSPTH=ASPTH*THM00$AQ;                                                    
GENR XNZTH=ANZTH*THM00$AQ;                                                    
GENR XSATH=ASATH*THM00$AQ;                                                    
GENR XVETH=AVETH*THM00$AQ;                                                    
GENR XCOTH=ACOTH*THM00$AQ;                                                    
GENR XJOTH=AJOTH*THM00$AQ;                                                    
GENR XSYTH=ASYTH*THM00$AQ;                                                    
GENR XIDTH=AIDTH*THM00$AQ;                                                    
GENR XMATH=AMATH*THM00$AQ;                                                    
GENR XPATH=APATH*THM00$AQ;                                                    
GENR XPHTH=APHTH*THM00$AQ;                                                    
GENR XTHTH=0;                                                                 
GENR XCHTH=ACHTH*THM00$AQ;                                                    
GENR XARTH=AARTH*THM00$AQ;                                                    
GENR XBRTH=ABRTH*THM00$AQ;                                                    
GENR XCETH=ACETH*THM00$AQ;                                                    
GENR XMETH=AMETH*THM00$AQ;                                                    
GENR XPETH=APETH*THM00$AQ;                                                    
GENR XTUTH=ATUTH*THM00$AQ;                                                    
GENR XPDTH=APDTH*THM00$AQ;                                                    
GENR XRUTH=ARUTH*THM00$AQ;                                                    
GENR XUETH=AUETH*THM00$AQ;                                                    
GENR XEGTH=AEGTH*THM00$AQ;                                                    
GENR XISTH=AISTH*THM00$AQ;                                                    
GENR XKETH=AKETH*THM00$AQ;                                                    
GENR XBATH=ABATH*THM00$AQ;                                                    
GENR XHKTH=AHKTH*THM00$AQ;                                                    
GENR XSITH=ASITH*THM00$AQ;                                                    
GENR XVITH=AVITH*THM00$AQ;                                                    
GENR XNITH=ANITH*THM00$AQ;                                                    
GENR XALTH=AALTH*THM00$AQ;                                                    
GENR XIATH=AIATH*THM00$AQ;                                                    
GENR XINTH=AINTH*THM00$AQ;                                                    
GENR XIQTH=AIQTH*THM00$AQ;                                                    
GENR XKUTH=AKUTH*THM00$AQ;                                                    
GENR XLITH=ALITH*THM00$AQ;                                                    
GENR XUATH=AUATH*THM00$AQ;                                                    
GENR XAOTH=0;                                                                 
GENR XUSCH=AUSCH*CHM00$AQ;                                                    
GENR XCACH=ACACH*CHM00$AQ;                                                    
GENR XJACH=AJACH*CHM00$AQ;                                                    
GENR XAUCH=AAUCH*CHM00$AQ;                                                    
GENR XFRCH=AFRCH*CHM00$AQ;                                                    
GENR XGECH=AGECH*CHM00$AQ;                                                    
GENR XITCH=AITCH*CHM00$AQ;                                                    
GENR XNECH=ANECH*CHM00$AQ;                                                    
GENR XSTCH=ASTCH*CHM00$AQ;                                                    
GENR XUKCH=AUKCH*CHM00$AQ;                                                    
GENR XFICH=AFICH*CHM00$AQ;                                                    
GENR XASCH=AASCH*CHM00$AQ;                                                    
GENR XSOCH=ASOCH*CHM00$AQ;                                                    
GENR XKOCH=AKOCH*CHM00$AQ;                                                    
GENR XBECH=ABECH*CHM00$AQ;                                                    
GENR XDECH=ADECH*CHM00$AQ;                                                    
GENR XNOCH=ANOCH*CHM00$AQ;                                                    
GENR XSWCH=ASWCH*CHM00$AQ;                                                    
GENR XGRCH=AGRCH*CHM00$AQ;                                                    
GENR XIRCH=AIRCH*CHM00$AQ;                                                    
GENR XPOCH=APOCH*CHM00$AQ;                                                    
GENR XSPCH=ASPCH*CHM00$AQ;                                                    
GENR XNZCH=ANZCH*CHM00$AQ;                                                    
GENR XSACH=ASACH*CHM00$AQ;                                                    
GENR XVECH=AVECH*CHM00$AQ;                                                    
GENR XCOCH=ACOCH*CHM00$AQ;                                                    
GENR XJOCH=AJOCH*CHM00$AQ;                                                    
GENR XSYCH=ASYCH*CHM00$AQ;                                                    
GENR XIDCH=AIDCH*CHM00$AQ;                                                    
GENR XMACH=AMACH*CHM00$AQ;                                                    
GENR XPACH=APACH*CHM00$AQ;                                                    
GENR XPHCH=APHCH*CHM00$AQ;                                                    
GENR XTHCH=ATHCH*CHM00$AQ;                                                    
GENR XCHCH=0;                                                                 
GENR XARCH=AARCH*CHM00$AQ;                                                    
GENR XBRCH=ABRCH*CHM00$AQ;                                                    
GENR XCECH=ACECH*CHM00$AQ;                                                    
GENR XMECH=AMECH*CHM00$AQ;                                                    
GENR XPECH=APECH*CHM00$AQ;                                                    
GENR XTUCH=ATUCH*CHM00$AQ;                                                    
GENR XPDCH=APDCH*CHM00$AQ;                                                    
GENR XRUCH=ARUCH*CHM00$AQ;                                                    
GENR XUECH=AUECH*CHM00$AQ;                                                    
GENR XEGCH=AEGCH*CHM00$AQ;                                                    
GENR XISCH=AISCH*CHM00$AQ;                                                    
GENR XKECH=AKECH*CHM00$AQ;                                                    
GENR XBACH=ABACH*CHM00$AQ;                                                    
GENR XHKCH=AHKCH*CHM00$AQ;                                                    
GENR XSICH=ASICH*CHM00$AQ;                                                    
GENR XVICH=AVICH*CHM00$AQ;                                                    
GENR XNICH=ANICH*CHM00$AQ;                                                    
GENR XALCH=AALCH*CHM00$AQ;                                                    
GENR XIACH=AIACH*CHM00$AQ;                                                    
GENR XINCH=AINCH*CHM00$AQ;                                                    
GENR XIQCH=AIQCH*CHM00$AQ;                                                    
GENR XKUCH=AKUCH*CHM00$AQ;                                                    
GENR XLICH=ALICH*CHM00$AQ;                                                    
GENR XUACH=AUACH*CHM00$AQ;                                                    
GENR XAOCH=0;                                                                 
GENR XUSAR=AUSAR*ARM00$AQ;                                                    
GENR XCAAR=ACAAR*ARM00$AQ;                                                    
GENR XJAAR=AJAAR*ARM00$AQ;                                                    
GENR XAUAR=AAUAR*ARM00$AQ;                                                    
GENR XFRAR=AFRAR*ARM00$AQ;                                                    
GENR XGEAR=AGEAR*ARM00$AQ;                                                    
GENR XITAR=AITAR*ARM00$AQ;                                                    
GENR XNEAR=ANEAR*ARM00$AQ;                                                    
GENR XSTAR=ASTAR*ARM00$AQ;                                                    
GENR XUKAR=AUKAR*ARM00$AQ;                                                    
GENR XFIAR=AFIAR*ARM00$AQ;                                                    
GENR XASAR=AASAR*ARM00$AQ;                                                    
GENR XSOAR=ASOAR*ARM00$AQ;                                                    
GENR XKOAR=AKOAR*ARM00$AQ;                                                    
GENR XBEAR=ABEAR*ARM00$AQ;                                                    
GENR XDEAR=ADEAR*ARM00$AQ;                                                    
GENR XNOAR=ANOAR*ARM00$AQ;                                                    
GENR XSWAR=ASWAR*ARM00$AQ;                                                    
GENR XGRAR=AGRAR*ARM00$AQ;                                                    
GENR XIRAR=AIRAR*ARM00$AQ;                                                    
GENR XPOAR=APOAR*ARM00$AQ;                                                    
GENR XSPAR=ASPAR*ARM00$AQ;                                                    
GENR XNZAR=ANZAR*ARM00$AQ;                                                    
GENR XSAAR=ASAAR*ARM00$AQ;                                                    
GENR XVEAR=AVEAR*ARM00$AQ;                                                    
GENR XCOAR=ACOAR*ARM00$AQ;                                                    
GENR XJOAR=AJOAR*ARM00$AQ;                                                    
GENR XSYAR=ASYAR*ARM00$AQ;                                                    
GENR XIDAR=AIDAR*ARM00$AQ;                                                    
GENR XMAAR=AMAAR*ARM00$AQ;                                                    
GENR XPAAR=APAAR*ARM00$AQ;                                                    
GENR XPHAR=APHAR*ARM00$AQ;                                                    
GENR XTHAR=ATHAR*ARM00$AQ;                                                    
GENR XCHAR=ACHAR*ARM00$AQ;                                                    
GENR XARAR=0;                                                                 
GENR XBRAR=ABRAR*ARM00$AQ;                                                    
GENR XCEAR=ACEAR*ARM00$AQ;                                                    
GENR XMEAR=AMEAR*ARM00$AQ;                                                    
GENR XPEAR=APEAR*ARM00$AQ;                                                    
GENR XTUAR=ATUAR*ARM00$AQ;                                                    
GENR XPDAR=APDAR*ARM00$AQ;                                                    
GENR XRUAR=ARUAR*ARM00$AQ;                                                    
GENR XUEAR=AUEAR*ARM00$AQ;                                                    
GENR XEGAR=AEGAR*ARM00$AQ;                                                    
GENR XISAR=AISAR*ARM00$AQ;                                                    
GENR XKEAR=AKEAR*ARM00$AQ;                                                    
GENR XBAAR=ABAAR*ARM00$AQ;                                                    
GENR XHKAR=AHKAR*ARM00$AQ;                                                    
GENR XSIAR=ASIAR*ARM00$AQ;                                                    
GENR XVIAR=AVIAR*ARM00$AQ;                                                    
GENR XNIAR=ANIAR*ARM00$AQ;                                                    
GENR XALAR=AALAR*ARM00$AQ;                                                    
GENR XIAAR=AIAAR*ARM00$AQ;                                                    
GENR XINAR=AINAR*ARM00$AQ;                                                    
GENR XIQAR=AIQAR*ARM00$AQ;                                                    
GENR XKUAR=AKUAR*ARM00$AQ;                                                    
GENR XLIAR=ALIAR*ARM00$AQ;                                                    
GENR XUAAR=AUAAR*ARM00$AQ;                                                    
GENR XAOAR=0;                                                                 
GENR XUSBR=AUSBR*BRM00$AQ;                                                    
GENR XCABR=ACABR*BRM00$AQ;                                                    
GENR XJABR=AJABR*BRM00$AQ;                                                    
GENR XAUBR=AAUBR*BRM00$AQ;                                                    
GENR XFRBR=AFRBR*BRM00$AQ;                                                    
GENR XGEBR=AGEBR*BRM00$AQ;                                                    
GENR XITBR=AITBR*BRM00$AQ;                                                    
GENR XNEBR=ANEBR*BRM00$AQ;                                                    
GENR XSTBR=ASTBR*BRM00$AQ;                                                    
GENR XUKBR=AUKBR*BRM00$AQ;                                                    
GENR XFIBR=AFIBR*BRM00$AQ;                                                    
GENR XASBR=AASBR*BRM00$AQ;                                                    
GENR XSOBR=ASOBR*BRM00$AQ;                                                    
GENR XKOBR=AKOBR*BRM00$AQ;                                                    
GENR XBEBR=ABEBR*BRM00$AQ;                                                    
GENR XDEBR=ADEBR*BRM00$AQ;                                                    
GENR XNOBR=ANOBR*BRM00$AQ;                                                    
GENR XSWBR=ASWBR*BRM00$AQ;                                                    
GENR XGRBR=AGRBR*BRM00$AQ;                                                    
GENR XIRBR=AIRBR*BRM00$AQ;                                                    
GENR XPOBR=APOBR*BRM00$AQ;                                                    
GENR XSPBR=ASPBR*BRM00$AQ;                                                    
GENR XNZBR=ANZBR*BRM00$AQ;                                                    
GENR XSABR=ASABR*BRM00$AQ;                                                    
GENR XVEBR=AVEBR*BRM00$AQ;                                                    
GENR XCOBR=ACOBR*BRM00$AQ;                                                    
GENR XJOBR=AJOBR*BRM00$AQ;                                                    
GENR XSYBR=ASYBR*BRM00$AQ;                                                    
GENR XIDBR=AIDBR*BRM00$AQ;                                                    
GENR XMABR=AMABR*BRM00$AQ;                                                    
GENR XPABR=APABR*BRM00$AQ;                                                    
GENR XPHBR=APHBR*BRM00$AQ;                                                    
GENR XTHBR=ATHBR*BRM00$AQ;                                                    
GENR XCHBR=ACHBR*BRM00$AQ;                                                    
GENR XARBR=AARBR*BRM00$AQ;                                                    
GENR XBRBR=0;                                                                 
GENR XCEBR=ACEBR*BRM00$AQ;                                                    
GENR XMEBR=AMEBR*BRM00$AQ;                                                    
GENR XPEBR=APEBR*BRM00$AQ;                                                    
GENR XTUBR=ATUBR*BRM00$AQ;                                                    
GENR XPDBR=APDBR*BRM00$AQ;                                                    
GENR XRUBR=ARUBR*BRM00$AQ;                                                    
GENR XUEBR=AUEBR*BRM00$AQ;                                                    
GENR XEGBR=AEGBR*BRM00$AQ;                                                    
GENR XISBR=AISBR*BRM00$AQ;                                                    
GENR XKEBR=AKEBR*BRM00$AQ;                                                    
GENR XBABR=ABABR*BRM00$AQ;                                                    
GENR XHKBR=AHKBR*BRM00$AQ;                                                    
GENR XSIBR=ASIBR*BRM00$AQ;                                                    
GENR XVIBR=AVIBR*BRM00$AQ;                                                    
GENR XNIBR=ANIBR*BRM00$AQ;                                                    
GENR XALBR=AALBR*BRM00$AQ;                                                    
GENR XIABR=AIABR*BRM00$AQ;                                                    
GENR XINBR=AINBR*BRM00$AQ;                                                    
GENR XIQBR=AIQBR*BRM00$AQ;                                                    
GENR XKUBR=AKUBR*BRM00$AQ;                                                    
GENR XLIBR=ALIBR*BRM00$AQ;                                                    
GENR XUABR=AUABR*BRM00$AQ;                                                    
GENR XAOBR=0;                                                                 
GENR XUSCE=AUSCE*CEM00$AQ;                                                    
GENR XCACE=ACACE*CEM00$AQ;                                                    
GENR XJACE=AJACE*CEM00$AQ;                                                    
GENR XAUCE=AAUCE*CEM00$AQ;                                                    
GENR XFRCE=AFRCE*CEM00$AQ;                                                    
GENR XGECE=AGECE*CEM00$AQ;                                                    
GENR XITCE=AITCE*CEM00$AQ;                                                    
GENR XNECE=ANECE*CEM00$AQ;                                                    
GENR XSTCE=ASTCE*CEM00$AQ;                                                    
GENR XUKCE=AUKCE*CEM00$AQ;                                                    
GENR XFICE=AFICE*CEM00$AQ;                                                    
GENR XASCE=AASCE*CEM00$AQ;                                                    
GENR XSOCE=ASOCE*CEM00$AQ;                                                    
GENR XKOCE=AKOCE*CEM00$AQ;                                                    
GENR XBECE=ABECE*CEM00$AQ;                                                    
GENR XDECE=ADECE*CEM00$AQ;                                                    
GENR XNOCE=ANOCE*CEM00$AQ;                                                    
GENR XSWCE=ASWCE*CEM00$AQ;                                                    
GENR XGRCE=AGRCE*CEM00$AQ;                                                    
GENR XIRCE=AIRCE*CEM00$AQ;                                                    
GENR XPOCE=APOCE*CEM00$AQ;                                                    
GENR XSPCE=ASPCE*CEM00$AQ;                                                    
GENR XNZCE=ANZCE*CEM00$AQ;                                                    
GENR XSACE=ASACE*CEM00$AQ;                                                    
GENR XVECE=AVECE*CEM00$AQ;                                                    
GENR XCOCE=ACOCE*CEM00$AQ;                                                    
GENR XJOCE=AJOCE*CEM00$AQ;                                                    
GENR XSYCE=ASYCE*CEM00$AQ;                                                    
GENR XIDCE=AIDCE*CEM00$AQ;                                                    
GENR XMACE=AMACE*CEM00$AQ;                                                    
GENR XPACE=APACE*CEM00$AQ;                                                    
GENR XPHCE=APHCE*CEM00$AQ;                                                    
GENR XTHCE=ATHCE*CEM00$AQ;                                                    
GENR XCHCE=ACHCE*CEM00$AQ;                                                    
GENR XARCE=AARCE*CEM00$AQ;                                                    
GENR XBRCE=ABRCE*CEM00$AQ;                                                    
GENR XCECE=0;                                                                 
GENR XMECE=AMECE*CEM00$AQ;                                                    
GENR XPECE=APECE*CEM00$AQ;                                                    
GENR XTUCE=ATUCE*CEM00$AQ;                                                    
GENR XPDCE=APDCE*CEM00$AQ;                                                    
GENR XRUCE=ARUCE*CEM00$AQ;                                                    
GENR XUECE=AUECE*CEM00$AQ;                                                    
GENR XEGCE=AEGCE*CEM00$AQ;                                                    
GENR XISCE=AISCE*CEM00$AQ;                                                    
GENR XKECE=AKECE*CEM00$AQ;                                                    
GENR XBACE=ABACE*CEM00$AQ;                                                    
GENR XHKCE=AHKCE*CEM00$AQ;                                                    
GENR XSICE=ASICE*CEM00$AQ;                                                    
GENR XVICE=AVICE*CEM00$AQ;                                                    
GENR XNICE=ANICE*CEM00$AQ;                                                    
GENR XALCE=AALCE*CEM00$AQ;                                                    
GENR XIACE=AIACE*CEM00$AQ;                                                    
GENR XINCE=AINCE*CEM00$AQ;                                                    
GENR XIQCE=AIQCE*CEM00$AQ;                                                    
GENR XKUCE=AKUCE*CEM00$AQ;                                                    
GENR XLICE=ALICE*CEM00$AQ;                                                    
GENR XUACE=AUACE*CEM00$AQ;                                                    
GENR XAOCE=0;                                                                 
GENR XUSME=AUSME*MEM00$AQ;                                                    
GENR XCAME=ACAME*MEM00$AQ;                                                    
GENR XJAME=AJAME*MEM00$AQ;                                                    
GENR XAUME=AAUME*MEM00$AQ;                                                    
GENR XFRME=AFRME*MEM00$AQ;                                                    
GENR XGEME=AGEME*MEM00$AQ;                                                    
GENR XITME=AITME*MEM00$AQ;                                                    
GENR XNEME=ANEME*MEM00$AQ;                                                    
GENR XSTME=ASTME*MEM00$AQ;                                                    
GENR XUKME=AUKME*MEM00$AQ;                                                    
GENR XFIME=AFIME*MEM00$AQ;                                                    
GENR XASME=AASME*MEM00$AQ;                                                    
GENR XSOME=ASOME*MEM00$AQ;                                                    
GENR XKOME=AKOME*MEM00$AQ;                                                    
GENR XBEME=ABEME*MEM00$AQ;                                                    
GENR XDEME=ADEME*MEM00$AQ;                                                    
GENR XNOME=ANOME*MEM00$AQ;                                                    
GENR XSWME=ASWME*MEM00$AQ;                                                    
GENR XGRME=AGRME*MEM00$AQ;                                                    
GENR XIRME=AIRME*MEM00$AQ;                                                    
GENR XPOME=APOME*MEM00$AQ;                                                    
GENR XSPME=ASPME*MEM00$AQ;                                                    
GENR XNZME=ANZME*MEM00$AQ;                                                    
GENR XSAME=ASAME*MEM00$AQ;                                                    
GENR XVEME=AVEME*MEM00$AQ;                                                    
GENR XCOME=ACOME*MEM00$AQ;                                                    
GENR XJOME=AJOME*MEM00$AQ;                                                    
GENR XSYME=ASYME*MEM00$AQ;                                                    
GENR XIDME=AIDME*MEM00$AQ;                                                    
GENR XMAME=AMAME*MEM00$AQ;                                                    
GENR XPAME=APAME*MEM00$AQ;                                                    
GENR XPHME=APHME*MEM00$AQ;                                                    
GENR XTHME=ATHME*MEM00$AQ;                                                    
GENR XCHME=ACHME*MEM00$AQ;                                                    
GENR XARME=AARME*MEM00$AQ;                                                    
GENR XBRME=ABRME*MEM00$AQ;                                                    
GENR XCEME=ACEME*MEM00$AQ;                                                    
GENR XMEME=0;                                                                 
GENR XPEME=APEME*MEM00$AQ;                                                    
GENR XTUME=ATUME*MEM00$AQ;                                                    
GENR XPDME=APDME*MEM00$AQ;                                                    
GENR XRUME=ARUME*MEM00$AQ;                                                    
GENR XUEME=AUEME*MEM00$AQ;                                                    
GENR XEGME=AEGME*MEM00$AQ;                                                    
GENR XISME=AISME*MEM00$AQ;                                                    
GENR XKEME=AKEME*MEM00$AQ;                                                    
GENR XBAME=ABAME*MEM00$AQ;                                                    
GENR XHKME=AHKME*MEM00$AQ;                                                    
GENR XSIME=ASIME*MEM00$AQ;                                                    
GENR XVIME=AVIME*MEM00$AQ;                                                    
GENR XNIME=ANIME*MEM00$AQ;                                                    
GENR XALME=AALME*MEM00$AQ;                                                    
GENR XIAME=AIAME*MEM00$AQ;                                                    
GENR XINME=AINME*MEM00$AQ;                                                    
GENR XIQME=AIQME*MEM00$AQ;                                                    
GENR XKUME=AKUME*MEM00$AQ;                                                    
GENR XLIME=ALIME*MEM00$AQ;                                                    
GENR XUAME=AUAME*MEM00$AQ;                                                    
GENR XAOME=0;                                                                 
GENR XUSPE=AUSPE*PEM00$AQ;                                                    
GENR XCAPE=ACAPE*PEM00$AQ;                                                    
GENR XJAPE=AJAPE*PEM00$AQ;                                                    
GENR XAUPE=AAUPE*PEM00$AQ;                                                    
GENR XFRPE=AFRPE*PEM00$AQ;                                                    
GENR XGEPE=AGEPE*PEM00$AQ;                                                    
GENR XITPE=AITPE*PEM00$AQ;                                                    
GENR XNEPE=ANEPE*PEM00$AQ;                                                    
GENR XSTPE=ASTPE*PEM00$AQ;                                                    
GENR XUKPE=AUKPE*PEM00$AQ;                                                    
GENR XFIPE=AFIPE*PEM00$AQ;                                                    
GENR XASPE=AASPE*PEM00$AQ;                                                    
GENR XSOPE=ASOPE*PEM00$AQ;                                                    
GENR XKOPE=AKOPE*PEM00$AQ;                                                    
GENR XBEPE=ABEPE*PEM00$AQ;                                                    
GENR XDEPE=ADEPE*PEM00$AQ;                                                    
GENR XNOPE=ANOPE*PEM00$AQ;                                                    
GENR XSWPE=ASWPE*PEM00$AQ;                                                    
GENR XGRPE=AGRPE*PEM00$AQ;                                                    
GENR XIRPE=AIRPE*PEM00$AQ;                                                    
GENR XPOPE=APOPE*PEM00$AQ;                                                    
GENR XSPPE=ASPPE*PEM00$AQ;                                                    
GENR XNZPE=ANZPE*PEM00$AQ;                                                    
GENR XSAPE=ASAPE*PEM00$AQ;                                                    
GENR XVEPE=AVEPE*PEM00$AQ;                                                    
GENR XCOPE=ACOPE*PEM00$AQ;                                                    
GENR XJOPE=AJOPE*PEM00$AQ;                                                    
GENR XSYPE=ASYPE*PEM00$AQ;                                                    
GENR XIDPE=AIDPE*PEM00$AQ;                                                    
GENR XMAPE=AMAPE*PEM00$AQ;                                                    
GENR XPAPE=APAPE*PEM00$AQ;                                                    
GENR XPHPE=APHPE*PEM00$AQ;                                                    
GENR XTHPE=ATHPE*PEM00$AQ;                                                    
GENR XCHPE=ACHPE*PEM00$AQ;                                                    
GENR XARPE=AARPE*PEM00$AQ;                                                    
GENR XBRPE=ABRPE*PEM00$AQ;                                                    
GENR XCEPE=ACEPE*PEM00$AQ;                                                    
GENR XMEPE=AMEPE*PEM00$AQ;                                                    
GENR XPEPE=0;                                                                 
GENR XTUPE=ATUPE*PEM00$AQ;                                                    
GENR XPDPE=APDPE*PEM00$AQ;                                                    
GENR XRUPE=ARUPE*PEM00$AQ;                                                    
GENR XUEPE=AUEPE*PEM00$AQ;                                                    
GENR XEGPE=AEGPE*PEM00$AQ;                                                    
GENR XISPE=AISPE*PEM00$AQ;                                                    
GENR XKEPE=AKEPE*PEM00$AQ;                                                    
GENR XBAPE=ABAPE*PEM00$AQ;                                                    
GENR XHKPE=AHKPE*PEM00$AQ;                                                    
GENR XSIPE=ASIPE*PEM00$AQ;                                                    
GENR XVIPE=AVIPE*PEM00$AQ;                                                    
GENR XNIPE=ANIPE*PEM00$AQ;                                                    
GENR XALPE=AALPE*PEM00$AQ;                                                    
GENR XIAPE=AIAPE*PEM00$AQ;                                                    
GENR XINPE=AINPE*PEM00$AQ;                                                    
GENR XIQPE=AIQPE*PEM00$AQ;                                                    
GENR XKUPE=AKUPE*PEM00$AQ;                                                    
GENR XLIPE=ALIPE*PEM00$AQ;                                                    
GENR XUAPE=AUAPE*PEM00$AQ;                                                    
GENR XAOPE=0;                                                                 
GENR XUSTU=AUSTU*TUM00$A ;                                                    
GENR XCATU=ACATU*TUM00$A ;                                                    
GENR XJATU=AJATU*TUM00$A ;                                                    
GENR XAUTU=AAUTU*TUM00$A ;                                                    
GENR XFRTU=AFRTU*TUM00$A ;                                                    
GENR XGETU=AGETU*TUM00$A ;                                                    
GENR XITTU=AITTU*TUM00$A ;                                                    
GENR XNETU=ANETU*TUM00$A ;                                                    
GENR XSTTU=ASTTU*TUM00$A ;                                                    
GENR XUKTU=AUKTU*TUM00$A ;                                                    
GENR XFITU=AFITU*TUM00$A ;                                                    
GENR XASTU=AASTU*TUM00$A ;                                                    
GENR XSOTU=ASOTU*TUM00$A ;                                                    
GENR XKOTU=AKOTU*TUM00$A ;                                                    
GENR XBETU=ABETU*TUM00$A ;                                                    
GENR XDETU=ADETU*TUM00$A ;                                                    
GENR XNOTU=ANOTU*TUM00$A ;                                                    
GENR XSWTU=ASWTU*TUM00$A ;                                                    
GENR XGRTU=AGRTU*TUM00$A ;                                                    
GENR XIRTU=AIRTU*TUM00$A ;                                                    
GENR XPOTU=APOTU*TUM00$A ;                                                    
GENR XSPTU=ASPTU*TUM00$A ;                                                    
GENR XNZTU=ANZTU*TUM00$A ;                                                    
GENR XSATU=ASATU*TUM00$A ;                                                    
GENR XVETU=AVETU*TUM00$A ;                                                    
GENR XCOTU=ACOTU*TUM00$A ;                                                    
GENR XJOTU=AJOTU*TUM00$A ;                                                    
GENR XSYTU=ASYTU*TUM00$A ;                                                    
GENR XIDTU=AIDTU*TUM00$A ;                                                    
GENR XMATU=AMATU*TUM00$A ;                                                    
GENR XPATU=APATU*TUM00$A ;                                                    
GENR XPHTU=APHTU*TUM00$A ;                                                    
GENR XTHTU=ATHTU*TUM00$A ;                                                    
GENR XCHTU=ACHTU*TUM00$A ;                                                    
GENR XARTU=AARTU*TUM00$A ;                                                    
GENR XBRTU=ABRTU*TUM00$A ;                                                    
GENR XCETU=ACETU*TUM00$A ;                                                    
GENR XMETU=AMETU*TUM00$A ;                                                    
GENR XPETU=APETU*TUM00$A ;                                                    
GENR XTUTU=0;                                                                 
GENR XPDTU=APDTU*TUM00$A ;                                                    
GENR XRUTU=ARUTU*TUM00$A ;                                                    
GENR XUETU=AUETU*TUM00$A ;                                                    
GENR XEGTU=AEGTU*TUM00$A ;                                                    
GENR XISTU=AISTU*TUM00$A ;                                                    
GENR XKETU=AKETU*TUM00$A ;                                                    
GENR XBATU=ABATU*TUM00$A ;                                                    
GENR XHKTU=AHKTU*TUM00$A ;                                                    
GENR XSITU=ASITU*TUM00$A ;                                                    
GENR XVITU=AVITU*TUM00$A ;                                                    
GENR XNITU=ANITU*TUM00$A ;                                                    
GENR XALTU=AALTU*TUM00$A ;                                                    
GENR XIATU=AIATU*TUM00$A ;                                                    
GENR XINTU=AINTU*TUM00$A ;                                                    
GENR XIQTU=AIQTU*TUM00$A ;                                                    
GENR XKUTU=AKUTU*TUM00$A ;                                                    
GENR XLITU=ALITU*TUM00$A ;                                                    
GENR XUATU=AUATU*TUM00$A ;                                                    
GENR XAOTU=0;                                                                 
GENR XUSPD=AUSPD*PDM00$A ;                                                    
GENR XCAPD=ACAPD*PDM00$A ;                                                    
GENR XJAPD=AJAPD*PDM00$A ;                                                    
GENR XAUPD=AAUPD*PDM00$A ;                                                    
GENR XFRPD=AFRPD*PDM00$A ;                                                    
GENR XGEPD=AGEPD*PDM00$A ;                                                    
GENR XITPD=AITPD*PDM00$A ;                                                    
GENR XNEPD=ANEPD*PDM00$A ;                                                    
GENR XSTPD=ASTPD*PDM00$A ;                                                    
GENR XUKPD=AUKPD*PDM00$A ;                                                    
GENR XFIPD=AFIPD*PDM00$A ;                                                    
GENR XASPD=AASPD*PDM00$A ;                                                    
GENR XSOPD=ASOPD*PDM00$A ;                                                    
GENR XKOPD=AKOPD*PDM00$A ;                                                    
GENR XBEPD=ABEPD*PDM00$A ;                                                    
GENR XDEPD=ADEPD*PDM00$A ;                                                    
GENR XNOPD=ANOPD*PDM00$A ;                                                    
GENR XSWPD=ASWPD*PDM00$A ;                                                    
GENR XGRPD=AGRPD*PDM00$A ;                                                    
GENR XIRPD=AIRPD*PDM00$A ;                                                    
GENR XPOPD=APOPD*PDM00$A ;                                                    
GENR XSPPD=ASPPD*PDM00$A ;                                                    
GENR XNZPD=ANZPD*PDM00$A ;                                                    
GENR XSAPD=ASAPD*PDM00$A ;                                                    
GENR XVEPD=AVEPD*PDM00$A ;                                                    
GENR XCOPD=ACOPD*PDM00$A ;                                                    
GENR XJOPD=AJOPD*PDM00$A ;                                                    
GENR XSYPD=ASYPD*PDM00$A ;                                                    
GENR XIDPD=AIDPD*PDM00$A ;                                                    
GENR XMAPD=AMAPD*PDM00$A ;                                                    
GENR XPAPD=APAPD*PDM00$A ;                                                    
GENR XPHPD=APHPD*PDM00$A ;                                                    
GENR XTHPD=ATHPD*PDM00$A ;                                                    
GENR XCHPD=ACHPD*PDM00$A ;                                                    
GENR XARPD=AARPD*PDM00$A ;                                                    
GENR XBRPD=ABRPD*PDM00$A ;                                                    
GENR XCEPD=ACEPD*PDM00$A ;                                                    
GENR XMEPD=AMEPD*PDM00$A ;                                                    
GENR XPEPD=APEPD*PDM00$A ;                                                    
GENR XTUPD=ATUPD*PDM00$A ;                                                    
GENR XPDPD=0;                                                                 
GENR XRUPD=ARUPD*PDM00$A ;                                                    
GENR XUEPD=AUEPD*PDM00$A ;                                                    
GENR XEGPD=AEGPD*PDM00$A ;                                                    
GENR XISPD=AISPD*PDM00$A ;                                                    
GENR XKEPD=AKEPD*PDM00$A ;                                                    
GENR XBAPD=ABAPD*PDM00$A ;                                                    
GENR XHKPD=AHKPD*PDM00$A ;                                                    
GENR XSIPD=ASIPD*PDM00$A ;                                                    
GENR XVIPD=AVIPD*PDM00$A ;                                                    
GENR XNIPD=ANIPD*PDM00$A ;                                                    
GENR XALPD=AALPD*PDM00$A ;                                                    
GENR XIAPD=AIAPD*PDM00$A ;                                                    
GENR XINPD=AINPD*PDM00$A ;                                                    
GENR XIQPD=AIQPD*PDM00$A ;                                                    
GENR XKUPD=AKUPD*PDM00$A ;                                                    
GENR XLIPD=ALIPD*PDM00$A ;                                                    
GENR XUAPD=AUAPD*PDM00$A ;                                                    
GENR XAOPD=0;                                                                 
GENR XUSRU=AUSRU*RUM00$A ;                                                    
GENR XCARU=ACARU*RUM00$A ;                                                    
GENR XJARU=AJARU*RUM00$A ;                                                    
GENR XAURU=AAURU*RUM00$A ;                                                    
GENR XFRRU=AFRRU*RUM00$A ;                                                    
GENR XGERU=AGERU*RUM00$A ;                                                    
GENR XITRU=AITRU*RUM00$A ;                                                    
GENR XNERU=ANERU*RUM00$A ;                                                    
GENR XSTRU=ASTRU*RUM00$A ;                                                    
GENR XUKRU=AUKRU*RUM00$A ;                                                    
GENR XFIRU=AFIRU*RUM00$A ;                                                    
GENR XASRU=AASRU*RUM00$A ;                                                    
GENR XSORU=ASORU*RUM00$A ;                                                    
GENR XKORU=AKORU*RUM00$A ;                                                    
GENR XBERU=ABERU*RUM00$A ;                                                    
GENR XDERU=ADERU*RUM00$A ;                                                    
GENR XNORU=ANORU*RUM00$A ;                                                    
GENR XSWRU=ASWRU*RUM00$A ;                                                    
GENR XGRRU=AGRRU*RUM00$A ;                                                    
GENR XIRRU=AIRRU*RUM00$A ;                                                    
GENR XPORU=APORU*RUM00$A ;                                                    
GENR XSPRU=ASPRU*RUM00$A ;                                                    
GENR XNZRU=ANZRU*RUM00$A ;                                                    
GENR XSARU=ASARU*RUM00$A ;                                                    
GENR XVERU=AVERU*RUM00$A ;                                                    
GENR XCORU=ACORU*RUM00$A ;                                                    
GENR XJORU=AJORU*RUM00$A ;                                                    
GENR XSYRU=ASYRU*RUM00$A ;                                                    
GENR XIDRU=AIDRU*RUM00$A ;                                                    
GENR XMARU=AMARU*RUM00$A ;                                                    
GENR XPARU=APARU*RUM00$A ;                                                    
GENR XPHRU=APHRU*RUM00$A ;                                                    
GENR XTHRU=ATHRU*RUM00$A ;                                                    
GENR XCHRU=ACHRU*RUM00$A ;                                                    
GENR XARRU=AARRU*RUM00$A ;                                                    
GENR XBRRU=ABRRU*RUM00$A ;                                                    
GENR XCERU=ACERU*RUM00$A ;                                                    
GENR XMERU=AMERU*RUM00$A ;                                                    
GENR XPERU=APERU*RUM00$A ;                                                    
GENR XTURU=ATURU*RUM00$A ;                                                    
GENR XPDRU=APDRU*RUM00$A ;                                                    
GENR XRURU=0;                                                                 
GENR XUERU=AUERU*RUM00$A ;                                                    
GENR XEGRU=AEGRU*RUM00$A ;                                                    
GENR XISRU=AISRU*RUM00$A ;                                                    
GENR XKERU=AKERU*RUM00$A ;                                                    
GENR XBARU=ABARU*RUM00$A ;                                                    
GENR XHKRU=AHKRU*RUM00$A ;                                                    
GENR XSIRU=ASIRU*RUM00$A ;                                                    
GENR XVIRU=AVIRU*RUM00$A ;                                                    
GENR XNIRU=ANIRU*RUM00$A ;                                                    
GENR XALRU=AALRU*RUM00$A ;                                                    
GENR XIARU=AIARU*RUM00$A ;                                                    
GENR XINRU=AINRU*RUM00$A ;                                                    
GENR XIQRU=AIQRU*RUM00$A ;                                                    
GENR XKURU=AKURU*RUM00$A ;                                                    
GENR XLIRU=ALIRU*RUM00$A ;                                                    
GENR XUARU=AUARU*RUM00$A ;                                                    
GENR XAORU=0;                                                                 
GENR XUSUE=AUSUE*UEM00$A ;                                                    
GENR XCAUE=ACAUE*UEM00$A ;                                                    
GENR XJAUE=AJAUE*UEM00$A ;                                                    
GENR XAUUE=AAUUE*UEM00$A ;                                                    
GENR XFRUE=AFRUE*UEM00$A ;                                                    
GENR XGEUE=AGEUE*UEM00$A ;                                                    
GENR XITUE=AITUE*UEM00$A ;                                                    
GENR XNEUE=ANEUE*UEM00$A ;                                                    
GENR XSTUE=ASTUE*UEM00$A ;                                                    
GENR XUKUE=AUKUE*UEM00$A ;                                                    
GENR XFIUE=AFIUE*UEM00$A ;                                                    
GENR XASUE=AASUE*UEM00$A ;                                                    
GENR XSOUE=ASOUE*UEM00$A ;                                                    
GENR XKOUE=AKOUE*UEM00$A ;                                                    
GENR XBEUE=ABEUE*UEM00$A ;                                                    
GENR XDEUE=ADEUE*UEM00$A ;                                                    
GENR XNOUE=ANOUE*UEM00$A ;                                                    
GENR XSWUE=ASWUE*UEM00$A ;                                                    
GENR XGRUE=AGRUE*UEM00$A ;                                                    
GENR XIRUE=AIRUE*UEM00$A ;                                                    
GENR XPOUE=APOUE*UEM00$A ;                                                    
GENR XSPUE=ASPUE*UEM00$A ;                                                    
GENR XNZUE=ANZUE*UEM00$A ;                                                    
GENR XSAUE=ASAUE*UEM00$A ;                                                    
GENR XVEUE=AVEUE*UEM00$A ;                                                    
GENR XCOUE=ACOUE*UEM00$A ;                                                    
GENR XJOUE=AJOUE*UEM00$A ;                                                    
GENR XSYUE=ASYUE*UEM00$A ;                                                    
GENR XIDUE=AIDUE*UEM00$A ;                                                    
GENR XMAUE=AMAUE*UEM00$A ;                                                    
GENR XPAUE=APAUE*UEM00$A ;                                                    
GENR XPHUE=APHUE*UEM00$A ;                                                    
GENR XTHUE=ATHUE*UEM00$A ;                                                    
GENR XCHUE=ACHUE*UEM00$A ;                                                    
GENR XARUE=AARUE*UEM00$A ;                                                    
GENR XBRUE=ABRUE*UEM00$A ;                                                    
GENR XCEUE=ACEUE*UEM00$A ;                                                    
GENR XMEUE=AMEUE*UEM00$A ;                                                    
GENR XPEUE=APEUE*UEM00$A ;                                                    
GENR XTUUE=ATUUE*UEM00$A ;                                                    
GENR XPDUE=APDUE*UEM00$A ;                                                    
GENR XRUUE=ARUUE*UEM00$A ;                                                    
GENR XUEUE=0;                                                                 
GENR XEGUE=AEGUE*UEM00$A ;                                                    
GENR XISUE=AISUE*UEM00$A ;                                                    
GENR XKEUE=AKEUE*UEM00$A ;                                                    
GENR XBAUE=ABAUE*UEM00$A ;                                                    
GENR XHKUE=AHKUE*UEM00$A ;                                                    
GENR XSIUE=ASIUE*UEM00$A ;                                                    
GENR XVIUE=AVIUE*UEM00$A ;                                                    
GENR XNIUE=ANIUE*UEM00$A ;                                                    
GENR XALUE=AALUE*UEM00$A ;                                                    
GENR XIAUE=AIAUE*UEM00$A ;                                                    
GENR XINUE=AINUE*UEM00$A ;                                                    
GENR XIQUE=AIQUE*UEM00$A ;                                                    
GENR XKUUE=AKUUE*UEM00$A ;                                                    
GENR XLIUE=ALIUE*UEM00$A ;                                                    
GENR XUAUE=AUAUE*UEM00$A ;                                                    
GENR XAOUE=0;                                                                 
GENR XUSEG=AUSEG*EGM00$A ;                                                    
GENR XCAEG=ACAEG*EGM00$A ;                                                    
GENR XJAEG=AJAEG*EGM00$A ;                                                    
GENR XAUEG=AAUEG*EGM00$A ;                                                    
GENR XFREG=AFREG*EGM00$A ;                                                    
GENR XGEEG=AGEEG*EGM00$A ;                                                    
GENR XITEG=AITEG*EGM00$A ;                                                    
GENR XNEEG=ANEEG*EGM00$A ;                                                    
GENR XSTEG=ASTEG*EGM00$A ;                                                    
GENR XUKEG=AUKEG*EGM00$A ;                                                    
GENR XFIEG=AFIEG*EGM00$A ;                                                    
GENR XASEG=AASEG*EGM00$A ;                                                    
GENR XSOEG=ASOEG*EGM00$A ;                                                    
GENR XKOEG=AKOEG*EGM00$A ;                                                    
GENR XBEEG=ABEEG*EGM00$A ;                                                    
GENR XDEEG=ADEEG*EGM00$A ;                                                    
GENR XNOEG=ANOEG*EGM00$A ;                                                    
GENR XSWEG=ASWEG*EGM00$A ;                                                    
GENR XGREG=AGREG*EGM00$A ;                                                    
GENR XIREG=AIREG*EGM00$A ;                                                    
GENR XPOEG=APOEG*EGM00$A ;                                                    
GENR XSPEG=ASPEG*EGM00$A ;                                                    
GENR XNZEG=ANZEG*EGM00$A ;                                                    
GENR XSAEG=ASAEG*EGM00$A ;                                                    
GENR XVEEG=AVEEG*EGM00$A ;                                                    
GENR XCOEG=ACOEG*EGM00$A ;                                                    
GENR XJOEG=AJOEG*EGM00$A ;                                                    
GENR XSYEG=ASYEG*EGM00$A ;                                                    
GENR XIDEG=AIDEG*EGM00$A ;                                                    
GENR XMAEG=AMAEG*EGM00$A ;                                                    
GENR XPAEG=APAEG*EGM00$A ;                                                    
GENR XPHEG=APHEG*EGM00$A ;                                                    
GENR XTHEG=ATHEG*EGM00$A ;                                                    
GENR XCHEG=ACHEG*EGM00$A ;                                                    
GENR XAREG=AAREG*EGM00$A ;                                                    
GENR XBREG=ABREG*EGM00$A ;                                                    
GENR XCEEG=ACEEG*EGM00$A ;                                                    
GENR XMEEG=AMEEG*EGM00$A ;                                                    
GENR XPEEG=APEEG*EGM00$A ;                                                    
GENR XTUEG=ATUEG*EGM00$A ;                                                    
GENR XPDEG=APDEG*EGM00$A ;                                                    
GENR XRUEG=ARUEG*EGM00$A ;                                                    
GENR XUEEG=AUEEG*EGM00$A ;                                                    
GENR XEGEG=0;                                                                 
GENR XISEG=AISEG*EGM00$A ;                                                    
GENR XKEEG=AKEEG*EGM00$A ;                                                    
GENR XBAEG=ABAEG*EGM00$A ;                                                    
GENR XHKEG=AHKEG*EGM00$A ;                                                    
GENR XSIEG=ASIEG*EGM00$A ;                                                    
GENR XVIEG=AVIEG*EGM00$A ;                                                    
GENR XNIEG=ANIEG*EGM00$A ;                                                    
GENR XALEG=AALEG*EGM00$A ;                                                    
GENR XIAEG=AIAEG*EGM00$A ;                                                    
GENR XINEG=AINEG*EGM00$A ;                                                    
GENR XIQEG=AIQEG*EGM00$A ;                                                    
GENR XKUEG=AKUEG*EGM00$A ;                                                    
GENR XLIEG=ALIEG*EGM00$A ;                                                    
GENR XUAEG=AUAEG*EGM00$A ;                                                    
GENR XAOEG=0;                                                                 
GENR XUSIS=AUSIS*ISM00$A ;                                                    
GENR XCAIS=ACAIS*ISM00$A ;                                                    
GENR XJAIS=AJAIS*ISM00$A ;                                                    
GENR XAUIS=AAUIS*ISM00$A ;                                                    
GENR XFRIS=AFRIS*ISM00$A ;                                                    
GENR XGEIS=AGEIS*ISM00$A ;                                                    
GENR XITIS=AITIS*ISM00$A ;                                                    
GENR XNEIS=ANEIS*ISM00$A ;                                                    
GENR XSTIS=ASTIS*ISM00$A ;                                                    
GENR XUKIS=AUKIS*ISM00$A ;                                                    
GENR XFIIS=AFIIS*ISM00$A ;                                                    
GENR XASIS=AASIS*ISM00$A ;                                                    
GENR XSOIS=ASOIS*ISM00$A ;                                                    
GENR XKOIS=AKOIS*ISM00$A ;                                                    
GENR XBEIS=ABEIS*ISM00$A ;                                                    
GENR XDEIS=ADEIS*ISM00$A ;                                                    
GENR XNOIS=ANOIS*ISM00$A ;                                                    
GENR XSWIS=ASWIS*ISM00$A ;                                                    
GENR XGRIS=AGRIS*ISM00$A ;                                                    
GENR XIRIS=AIRIS*ISM00$A ;                                                    
GENR XPOIS=APOIS*ISM00$A ;                                                    
GENR XSPIS=ASPIS*ISM00$A ;                                                    
GENR XNZIS=ANZIS*ISM00$A ;                                                    
GENR XSAIS=ASAIS*ISM00$A ;                                                    
GENR XVEIS=AVEIS*ISM00$A ;                                                    
GENR XCOIS=ACOIS*ISM00$A ;                                                    
GENR XJOIS=AJOIS*ISM00$A ;                                                    
GENR XSYIS=ASYIS*ISM00$A ;                                                    
GENR XIDIS=AIDIS*ISM00$A ;                                                    
GENR XMAIS=AMAIS*ISM00$A ;                                                    
GENR XPAIS=APAIS*ISM00$A ;                                                    
GENR XPHIS=APHIS*ISM00$A ;                                                    
GENR XTHIS=ATHIS*ISM00$A ;                                                    
GENR XCHIS=ACHIS*ISM00$A ;                                                    
GENR XARIS=AARIS*ISM00$A ;                                                    
GENR XBRIS=ABRIS*ISM00$A ;                                                    
GENR XCEIS=ACEIS*ISM00$A ;                                                    
GENR XMEIS=AMEIS*ISM00$A ;                                                    
GENR XPEIS=APEIS*ISM00$A ;                                                    
GENR XTUIS=ATUIS*ISM00$A ;                                                    
GENR XPDIS=APDIS*ISM00$A ;                                                    
GENR XRUIS=ARUIS*ISM00$A ;                                                    
GENR XUEIS=AUEIS*ISM00$A ;                                                    
GENR XEGIS=AEGIS*ISM00$A ;                                                    
GENR XISIS=0;                                                                 
GENR XKEIS=AKEIS*ISM00$A ;                                                    
GENR XBAIS=ABAIS*ISM00$A ;                                                    
GENR XHKIS=AHKIS*ISM00$A ;                                                    
GENR XSIIS=ASIIS*ISM00$A ;                                                    
GENR XVIIS=AVIIS*ISM00$A ;                                                    
GENR XNIIS=ANIIS*ISM00$A ;                                                    
GENR XALIS=AALIS*ISM00$A ;                                                    
GENR XIAIS=AIAIS*ISM00$A ;                                                    
GENR XINIS=AINIS*ISM00$A ;                                                    
GENR XIQIS=AIQIS*ISM00$A ;                                                    
GENR XKUIS=AKUIS*ISM00$A ;                                                    
GENR XLIIS=ALIIS*ISM00$A ;                                                    
GENR XUAIS=AUAIS*ISM00$A ;                                                    
GENR XAOIS=0;                                                                 
GENR XUSKE=AUSKE*KEM00$A ;                                                    
GENR XCAKE=ACAKE*KEM00$A ;                                                    
GENR XJAKE=AJAKE*KEM00$A ;                                                    
GENR XAUKE=AAUKE*KEM00$A ;                                                    
GENR XFRKE=AFRKE*KEM00$A ;                                                    
GENR XGEKE=AGEKE*KEM00$A ;                                                    
GENR XITKE=AITKE*KEM00$A ;                                                    
GENR XNEKE=ANEKE*KEM00$A ;                                                    
GENR XSTKE=ASTKE*KEM00$A ;                                                    
GENR XUKKE=AUKKE*KEM00$A ;                                                    
GENR XFIKE=AFIKE*KEM00$A ;                                                    
GENR XASKE=AASKE*KEM00$A ;                                                    
GENR XSOKE=ASOKE*KEM00$A ;                                                    
GENR XKOKE=AKOKE*KEM00$A ;                                                    
GENR XBEKE=ABEKE*KEM00$A ;                                                    
GENR XDEKE=ADEKE*KEM00$A ;                                                    
GENR XNOKE=ANOKE*KEM00$A ;                                                    
GENR XSWKE=ASWKE*KEM00$A ;                                                    
GENR XGRKE=AGRKE*KEM00$A ;                                                    
GENR XIRKE=AIRKE*KEM00$A ;                                                    
GENR XPOKE=APOKE*KEM00$A ;                                                    
GENR XSPKE=ASPKE*KEM00$A ;                                                    
GENR XNZKE=ANZKE*KEM00$A ;                                                    
GENR XSAKE=ASAKE*KEM00$A ;                                                    
GENR XVEKE=AVEKE*KEM00$A ;                                                    
GENR XCOKE=ACOKE*KEM00$A ;                                                    
GENR XJOKE=AJOKE*KEM00$A ;                                                    
GENR XSYKE=ASYKE*KEM00$A ;                                                    
GENR XIDKE=AIDKE*KEM00$A ;                                                    
GENR XMAKE=AMAKE*KEM00$A ;                                                    
GENR XPAKE=APAKE*KEM00$A ;                                                    
GENR XPHKE=APHKE*KEM00$A ;                                                    
GENR XTHKE=ATHKE*KEM00$A ;                                                    
GENR XCHKE=ACHKE*KEM00$A ;                                                    
GENR XARKE=AARKE*KEM00$A ;                                                    
GENR XBRKE=ABRKE*KEM00$A ;                                                    
GENR XCEKE=ACEKE*KEM00$A ;                                                    
GENR XMEKE=AMEKE*KEM00$A ;                                                    
GENR XPEKE=APEKE*KEM00$A ;                                                    
GENR XTUKE=ATUKE*KEM00$A ;                                                    
GENR XPDKE=APDKE*KEM00$A ;                                                    
GENR XRUKE=ARUKE*KEM00$A ;                                                    
GENR XUEKE=AUEKE*KEM00$A ;                                                    
GENR XEGKE=AEGKE*KEM00$A ;                                                    
GENR XISKE=AISKE*KEM00$A ;                                                    
GENR XKEKE=0;                                                                 
GENR XBAKE=ABAKE*KEM00$A ;                                                    
GENR XHKKE=AHKKE*KEM00$A ;                                                    
GENR XSIKE=ASIKE*KEM00$A ;                                                    
GENR XVIKE=AVIKE*KEM00$A ;                                                    
GENR XNIKE=ANIKE*KEM00$A ;                                                    
GENR XALKE=AALKE*KEM00$A ;                                                    
GENR XIAKE=AIAKE*KEM00$A ;                                                    
GENR XINKE=AINKE*KEM00$A ;                                                    
GENR XIQKE=AIQKE*KEM00$A ;                                                    
GENR XKUKE=AKUKE*KEM00$A ;                                                    
GENR XLIKE=ALIKE*KEM00$A ;                                                    
GENR XUAKE=AUAKE*KEM00$A ;                                                    
GENR XAOKE=0;                                                                 
GENR XUSBA=AUSBA*BAM00$A ;                                                    
GENR XCABA=ACABA*BAM00$A ;                                                    
GENR XJABA=AJABA*BAM00$A ;                                                    
GENR XAUBA=AAUBA*BAM00$A ;                                                    
GENR XFRBA=AFRBA*BAM00$A ;                                                    
GENR XGEBA=AGEBA*BAM00$A ;                                                    
GENR XITBA=AITBA*BAM00$A ;                                                    
GENR XNEBA=ANEBA*BAM00$A ;                                                    
GENR XSTBA=ASTBA*BAM00$A ;                                                    
GENR XUKBA=AUKBA*BAM00$A ;                                                    
GENR XFIBA=AFIBA*BAM00$A ;                                                    
GENR XASBA=AASBA*BAM00$A ;                                                    
GENR XSOBA=ASOBA*BAM00$A ;                                                    
GENR XKOBA=AKOBA*BAM00$A ;                                                    
GENR XBEBA=ABEBA*BAM00$A ;                                                    
GENR XDEBA=ADEBA*BAM00$A ;                                                    
GENR XNOBA=ANOBA*BAM00$A ;                                                    
GENR XSWBA=ASWBA*BAM00$A ;                                                    
GENR XGRBA=AGRBA*BAM00$A ;                                                    
GENR XIRBA=AIRBA*BAM00$A ;                                                    
GENR XPOBA=APOBA*BAM00$A ;                                                    
GENR XSPBA=ASPBA*BAM00$A ;                                                    
GENR XNZBA=ANZBA*BAM00$A ;                                                    
GENR XSABA=ASABA*BAM00$A ;                                                    
GENR XVEBA=AVEBA*BAM00$A ;                                                    
GENR XCOBA=ACOBA*BAM00$A ;                                                    
GENR XJOBA=AJOBA*BAM00$A ;                                                    
GENR XSYBA=ASYBA*BAM00$A ;                                                    
GENR XIDBA=AIDBA*BAM00$A ;                                                    
GENR XMABA=AMABA*BAM00$A ;                                                    
GENR XPABA=APABA*BAM00$A ;                                                    
GENR XPHBA=APHBA*BAM00$A ;                                                    
GENR XTHBA=ATHBA*BAM00$A ;                                                    
GENR XCHBA=ACHBA*BAM00$A ;                                                    
GENR XARBA=AARBA*BAM00$A ;                                                    
GENR XBRBA=ABRBA*BAM00$A ;                                                    
GENR XCEBA=ACEBA*BAM00$A ;                                                    
GENR XMEBA=AMEBA*BAM00$A ;                                                    
GENR XPEBA=APEBA*BAM00$A ;                                                    
GENR XTUBA=ATUBA*BAM00$A ;                                                    
GENR XPDBA=APDBA*BAM00$A ;                                                    
GENR XRUBA=ARUBA*BAM00$A ;                                                    
GENR XUEBA=AUEBA*BAM00$A ;                                                    
GENR XEGBA=AEGBA*BAM00$A ;                                                    
GENR XISBA=AISBA*BAM00$A ;                                                    
GENR XKEBA=AKEBA*BAM00$A ;                                                    
GENR XBABA=0;                                                                 
GENR XHKBA=AHKBA*BAM00$A ;                                                    
GENR XSIBA=ASIBA*BAM00$A ;                                                    
GENR XVIBA=AVIBA*BAM00$A ;                                                    
GENR XNIBA=ANIBA*BAM00$A ;                                                    
GENR XALBA=AALBA*BAM00$A ;                                                    
GENR XIABA=AIABA*BAM00$A ;                                                    
GENR XINBA=AINBA*BAM00$A ;                                                    
GENR XIQBA=AIQBA*BAM00$A ;                                                    
GENR XKUBA=AKUBA*BAM00$A ;                                                    
GENR XLIBA=ALIBA*BAM00$A ;                                                    
GENR XUABA=AUABA*BAM00$A ;                                                    
GENR XAOBA=0;                                                                 
GENR XUSHK=AUSHK*HKM00$A ;                                                    
GENR XCAHK=ACAHK*HKM00$A ;                                                    
GENR XJAHK=AJAHK*HKM00$A ;                                                    
GENR XAUHK=AAUHK*HKM00$A ;                                                    
GENR XFRHK=AFRHK*HKM00$A ;                                                    
GENR XGEHK=AGEHK*HKM00$A ;                                                    
GENR XITHK=AITHK*HKM00$A ;                                                    
GENR XNEHK=ANEHK*HKM00$A ;                                                    
GENR XSTHK=ASTHK*HKM00$A ;                                                    
GENR XUKHK=AUKHK*HKM00$A ;                                                    
GENR XFIHK=AFIHK*HKM00$A ;                                                    
GENR XASHK=AASHK*HKM00$A ;                                                    
GENR XSOHK=ASOHK*HKM00$A ;                                                    
GENR XKOHK=AKOHK*HKM00$A ;                                                    
GENR XBEHK=ABEHK*HKM00$A ;                                                    
GENR XDEHK=ADEHK*HKM00$A ;                                                    
GENR XNOHK=ANOHK*HKM00$A ;                                                    
GENR XSWHK=ASWHK*HKM00$A ;                                                    
GENR XGRHK=AGRHK*HKM00$A ;                                                    
GENR XIRHK=AIRHK*HKM00$A ;                                                    
GENR XPOHK=APOHK*HKM00$A ;                                                    
GENR XSPHK=ASPHK*HKM00$A ;                                                    
GENR XNZHK=ANZHK*HKM00$A ;                                                    
GENR XSAHK=ASAHK*HKM00$A ;                                                    
GENR XVEHK=AVEHK*HKM00$A ;                                                    
GENR XCOHK=ACOHK*HKM00$A ;                                                    
GENR XJOHK=AJOHK*HKM00$A ;                                                    
GENR XSYHK=ASYHK*HKM00$A ;                                                    
GENR XIDHK=AIDHK*HKM00$A ;                                                    
GENR XMAHK=AMAHK*HKM00$A ;                                                    
GENR XPAHK=APAHK*HKM00$A ;                                                    
GENR XPHHK=APHHK*HKM00$A ;                                                    
GENR XTHHK=ATHHK*HKM00$A ;                                                    
GENR XCHHK=ACHHK*HKM00$A ;                                                    
GENR XARHK=AARHK*HKM00$A ;                                                    
GENR XBRHK=ABRHK*HKM00$A ;                                                    
GENR XCEHK=ACEHK*HKM00$A ;                                                    
GENR XMEHK=AMEHK*HKM00$A ;                                                    
GENR XPEHK=APEHK*HKM00$A ;                                                    
GENR XTUHK=ATUHK*HKM00$A ;                                                    
GENR XPDHK=APDHK*HKM00$A ;                                                    
GENR XRUHK=ARUHK*HKM00$A ;                                                    
GENR XUEHK=AUEHK*HKM00$A ;                                                    
GENR XEGHK=AEGHK*HKM00$A ;                                                    
GENR XISHK=AISHK*HKM00$A ;                                                    
GENR XKEHK=AKEHK*HKM00$A ;                                                    
GENR XBAHK=ABAHK*HKM00$A ;                                                    
GENR XHKHK=0;                                                                 
GENR XSIHK=ASIHK*HKM00$A ;                                                    
GENR XVIHK=AVIHK*HKM00$A ;                                                    
GENR XNIHK=ANIHK*HKM00$A ;                                                    
GENR XALHK=AALHK*HKM00$A ;                                                    
GENR XIAHK=AIAHK*HKM00$A ;                                                    
GENR XINHK=AINHK*HKM00$A ;                                                    
GENR XIQHK=AIQHK*HKM00$A ;                                                    
GENR XKUHK=AKUHK*HKM00$A ;                                                    
GENR XLIHK=ALIHK*HKM00$A ;                                                    
GENR XUAHK=AUAHK*HKM00$A ;                                                    
GENR XAOHK=0;                                                                 
GENR XUSSI=AUSSI*SIM00$A ;                                                    
GENR XCASI=ACASI*SIM00$A ;                                                    
GENR XJASI=AJASI*SIM00$A ;                                                    
GENR XAUSI=AAUSI*SIM00$A ;                                                    
GENR XFRSI=AFRSI*SIM00$A ;                                                    
GENR XGESI=AGESI*SIM00$A ;                                                    
GENR XITSI=AITSI*SIM00$A ;                                                    
GENR XNESI=ANESI*SIM00$A ;                                                    
GENR XSTSI=ASTSI*SIM00$A ;                                                    
GENR XUKSI=AUKSI*SIM00$A ;                                                    
GENR XFISI=AFISI*SIM00$A ;                                                    
GENR XASSI=AASSI*SIM00$A ;                                                    
GENR XSOSI=ASOSI*SIM00$A ;                                                    
GENR XKOSI=AKOSI*SIM00$A ;                                                    
GENR XBESI=ABESI*SIM00$A ;                                                    
GENR XDESI=ADESI*SIM00$A ;                                                    
GENR XNOSI=ANOSI*SIM00$A ;                                                    
GENR XSWSI=ASWSI*SIM00$A ;                                                    
GENR XGRSI=AGRSI*SIM00$A ;                                                    
GENR XIRSI=AIRSI*SIM00$A ;                                                    
GENR XPOSI=APOSI*SIM00$A ;                                                    
GENR XSPSI=ASPSI*SIM00$A ;                                                    
GENR XNZSI=ANZSI*SIM00$A ;                                                    
GENR XSASI=ASASI*SIM00$A ;                                                    
GENR XVESI=AVESI*SIM00$A ;                                                    
GENR XCOSI=ACOSI*SIM00$A ;                                                    
GENR XJOSI=AJOSI*SIM00$A ;                                                    
GENR XSYSI=ASYSI*SIM00$A ;                                                    
GENR XIDSI=AIDSI*SIM00$A ;                                                    
GENR XMASI=AMASI*SIM00$A ;                                                    
GENR XPASI=APASI*SIM00$A ;                                                    
GENR XPHSI=APHSI*SIM00$A ;                                                    
GENR XTHSI=ATHSI*SIM00$A ;                                                    
GENR XCHSI=ACHSI*SIM00$A ;                                                    
GENR XARSI=AARSI*SIM00$A ;                                                    
GENR XBRSI=ABRSI*SIM00$A ;                                                    
GENR XCESI=ACESI*SIM00$A ;                                                    
GENR XMESI=AMESI*SIM00$A ;                                                    
GENR XPESI=APESI*SIM00$A ;                                                    
GENR XTUSI=ATUSI*SIM00$A ;                                                    
GENR XPDSI=APDSI*SIM00$A ;                                                    
GENR XRUSI=ARUSI*SIM00$A ;                                                    
GENR XUESI=AUESI*SIM00$A ;                                                    
GENR XEGSI=AEGSI*SIM00$A ;                                                    
GENR XISSI=AISSI*SIM00$A ;                                                    
GENR XKESI=AKESI*SIM00$A ;                                                    
GENR XBASI=ABASI*SIM00$A ;                                                    
GENR XHKSI=AHKSI*SIM00$A ;                                                    
GENR XSISI=0;                                                                 
GENR XVISI=AVISI*SIM00$A ;                                                    
GENR XNISI=ANISI*SIM00$A ;                                                    
GENR XALSI=AALSI*SIM00$A ;                                                    
GENR XIASI=AIASI*SIM00$A ;                                                    
GENR XINSI=AINSI*SIM00$A ;                                                    
GENR XIQSI=AIQSI*SIM00$A ;                                                    
GENR XKUSI=AKUSI*SIM00$A ;                                                    
GENR XLISI=ALISI*SIM00$A ;                                                    
GENR XUASI=AUASI*SIM00$A ;                                                    
GENR XAOSI=0;                                                                 
GENR XUSVI=AUSVI*VIM00$A ;                                                    
GENR XCAVI=ACAVI*VIM00$A ;                                                    
GENR XJAVI=AJAVI*VIM00$A ;                                                    
GENR XAUVI=AAUVI*VIM00$A ;                                                    
GENR XFRVI=AFRVI*VIM00$A ;                                                    
GENR XGEVI=AGEVI*VIM00$A ;                                                    
GENR XITVI=AITVI*VIM00$A ;                                                    
GENR XNEVI=ANEVI*VIM00$A ;                                                    
GENR XSTVI=ASTVI*VIM00$A ;                                                    
GENR XUKVI=AUKVI*VIM00$A ;                                                    
GENR XFIVI=AFIVI*VIM00$A ;                                                    
GENR XASVI=AASVI*VIM00$A ;                                                    
GENR XSOVI=ASOVI*VIM00$A ;                                                    
GENR XKOVI=AKOVI*VIM00$A ;                                                    
GENR XBEVI=ABEVI*VIM00$A ;                                                    
GENR XDEVI=ADEVI*VIM00$A ;                                                    
GENR XNOVI=ANOVI*VIM00$A ;                                                    
GENR XSWVI=ASWVI*VIM00$A ;                                                    
GENR XGRVI=AGRVI*VIM00$A ;                                                    
GENR XIRVI=AIRVI*VIM00$A ;                                                    
GENR XPOVI=APOVI*VIM00$A ;                                                    
GENR XSPVI=ASPVI*VIM00$A ;                                                    
GENR XNZVI=ANZVI*VIM00$A ;                                                    
GENR XSAVI=ASAVI*VIM00$A ;                                                    
GENR XVEVI=AVEVI*VIM00$A ;                                                    
GENR XCOVI=ACOVI*VIM00$A ;                                                    
GENR XJOVI=AJOVI*VIM00$A ;                                                    
GENR XSYVI=ASYVI*VIM00$A ;                                                    
GENR XIDVI=AIDVI*VIM00$A ;                                                    
GENR XMAVI=AMAVI*VIM00$A ;                                                    
GENR XPAVI=APAVI*VIM00$A ;                                                    
GENR XPHVI=APHVI*VIM00$A ;                                                    
GENR XTHVI=ATHVI*VIM00$A ;                                                    
GENR XCHVI=ACHVI*VIM00$A ;                                                    
GENR XARVI=AARVI*VIM00$A ;                                                    
GENR XBRVI=ABRVI*VIM00$A ;                                                    
GENR XCEVI=ACEVI*VIM00$A ;                                                    
GENR XMEVI=AMEVI*VIM00$A ;                                                    
GENR XPEVI=APEVI*VIM00$A ;                                                    
GENR XTUVI=ATUVI*VIM00$A ;                                                    
GENR XPDVI=APDVI*VIM00$A ;                                                    
GENR XRUVI=ARUVI*VIM00$A ;                                                    
GENR XUEVI=AUEVI*VIM00$A ;                                                    
GENR XEGVI=AEGVI*VIM00$A ;                                                    
GENR XISVI=AISVI*VIM00$A ;                                                    
GENR XKEVI=AKEVI*VIM00$A ;                                                    
GENR XBAVI=ABAVI*VIM00$A ;                                                    
GENR XHKVI=AHKVI*VIM00$A ;                                                    
GENR XSIVI=ASIVI*VIM00$A ;                                                    
GENR XVIVI=0;                                                                 
GENR XNIVI=ANIVI*VIM00$A ;                                                    
GENR XALVI=AALVI*VIM00$A ;                                                    
GENR XIAVI=AIAVI*VIM00$A ;                                                    
GENR XINVI=AINVI*VIM00$A ;                                                    
GENR XIQVI=AIQVI*VIM00$A ;                                                    
GENR XKUVI=AKUVI*VIM00$A ;                                                    
GENR XLIVI=ALIVI*VIM00$A ;                                                    
GENR XUAVI=AUAVI*VIM00$A ;                                                    
GENR XAOVI=0;                                                                 
GENR XUSNI=AUSNI*NIM00$A ;                                                    
GENR XCANI=ACANI*NIM00$A ;                                                    
GENR XJANI=AJANI*NIM00$A ;                                                    
GENR XAUNI=AAUNI*NIM00$A ;                                                    
GENR XFRNI=AFRNI*NIM00$A ;                                                    
GENR XGENI=AGENI*NIM00$A ;                                                    
GENR XITNI=AITNI*NIM00$A ;                                                    
GENR XNENI=ANENI*NIM00$A ;                                                    
GENR XSTNI=ASTNI*NIM00$A ;                                                    
GENR XUKNI=AUKNI*NIM00$A ;                                                    
GENR XFINI=AFINI*NIM00$A ;                                                    
GENR XASNI=AASNI*NIM00$A ;                                                    
GENR XSONI=ASONI*NIM00$A ;                                                    
GENR XKONI=AKONI*NIM00$A ;                                                    
GENR XBENI=ABENI*NIM00$A ;                                                    
GENR XDENI=ADENI*NIM00$A ;                                                    
GENR XNONI=ANONI*NIM00$A ;                                                    
GENR XSWNI=ASWNI*NIM00$A ;                                                    
GENR XGRNI=AGRNI*NIM00$A ;                                                    
GENR XIRNI=AIRNI*NIM00$A ;                                                    
GENR XPONI=APONI*NIM00$A ;                                                    
GENR XSPNI=ASPNI*NIM00$A ;                                                    
GENR XNZNI=ANZNI*NIM00$A ;                                                    
GENR XSANI=ASANI*NIM00$A ;                                                    
GENR XVENI=AVENI*NIM00$A ;                                                    
GENR XCONI=ACONI*NIM00$A ;                                                    
GENR XJONI=AJONI*NIM00$A ;                                                    
GENR XSYNI=ASYNI*NIM00$A ;                                                    
GENR XIDNI=AIDNI*NIM00$A ;                                                    
GENR XMANI=AMANI*NIM00$A ;                                                    
GENR XPANI=APANI*NIM00$A ;                                                    
GENR XPHNI=APHNI*NIM00$A ;                                                    
GENR XTHNI=ATHNI*NIM00$A ;                                                    
GENR XCHNI=ACHNI*NIM00$A ;                                                    
GENR XARNI=AARNI*NIM00$A ;                                                    
GENR XBRNI=ABRNI*NIM00$A ;                                                    
GENR XCENI=ACENI*NIM00$A ;                                                    
GENR XMENI=AMENI*NIM00$A ;                                                    
GENR XPENI=APENI*NIM00$A ;                                                    
GENR XTUNI=ATUNI*NIM00$A ;                                                    
GENR XPDNI=APDNI*NIM00$A ;                                                    
GENR XRUNI=ARUNI*NIM00$A ;                                                    
GENR XUENI=AUENI*NIM00$A ;                                                    
GENR XEGNI=AEGNI*NIM00$A ;                                                    
GENR XISNI=AISNI*NIM00$A ;                                                    
GENR XKENI=AKENI*NIM00$A ;                                                    
GENR XBANI=ABANI*NIM00$A ;                                                    
GENR XHKNI=AHKNI*NIM00$A ;                                                    
GENR XSINI=ASINI*NIM00$A ;                                                    
GENR XVINI=AVINI*NIM00$A ;                                                    
GENR XNINI=0;                                                                 
GENR XALNI=AALNI*NIM00$A ;                                                    
GENR XIANI=AIANI*NIM00$A ;                                                    
GENR XINNI=AINNI*NIM00$A ;                                                    
GENR XIQNI=AIQNI*NIM00$A ;                                                    
GENR XKUNI=AKUNI*NIM00$A ;                                                    
GENR XLINI=ALINI*NIM00$A ;                                                    
GENR XUANI=AUANI*NIM00$A ;                                                    
GENR XAONI=0;                                                                 
GENR XUSAL=AUSAL*ALM00$A ;                                                    
GENR XCAAL=ACAAL*ALM00$A ;                                                    
GENR XJAAL=AJAAL*ALM00$A ;                                                    
GENR XAUAL=AAUAL*ALM00$A ;                                                    
GENR XFRAL=AFRAL*ALM00$A ;                                                    
GENR XGEAL=AGEAL*ALM00$A ;                                                    
GENR XITAL=AITAL*ALM00$A ;                                                    
GENR XNEAL=ANEAL*ALM00$A ;                                                    
GENR XSTAL=ASTAL*ALM00$A ;                                                    
GENR XUKAL=AUKAL*ALM00$A ;                                                    
GENR XFIAL=AFIAL*ALM00$A ;                                                    
GENR XASAL=AASAL*ALM00$A ;                                                    
GENR XSOAL=ASOAL*ALM00$A ;                                                    
GENR XKOAL=AKOAL*ALM00$A ;                                                    
GENR XBEAL=ABEAL*ALM00$A ;                                                    
GENR XDEAL=ADEAL*ALM00$A ;                                                    
GENR XNOAL=ANOAL*ALM00$A ;                                                    
GENR XSWAL=ASWAL*ALM00$A ;                                                    
GENR XGRAL=AGRAL*ALM00$A ;                                                    
GENR XIRAL=AIRAL*ALM00$A ;                                                    
GENR XPOAL=APOAL*ALM00$A ;                                                    
GENR XSPAL=ASPAL*ALM00$A ;                                                    
GENR XNZAL=ANZAL*ALM00$A ;                                                    
GENR XSAAL=ASAAL*ALM00$A ;                                                    
GENR XVEAL=AVEAL*ALM00$A ;                                                    
GENR XCOAL=ACOAL*ALM00$A ;                                                    
GENR XJOAL=AJOAL*ALM00$A ;                                                    
GENR XSYAL=ASYAL*ALM00$A ;                                                    
GENR XIDAL=AIDAL*ALM00$A ;                                                    
GENR XMAAL=AMAAL*ALM00$A ;                                                    
GENR XPAAL=APAAL*ALM00$A ;                                                    
GENR XPHAL=APHAL*ALM00$A ;                                                    
GENR XTHAL=ATHAL*ALM00$A ;                                                    
GENR XCHAL=ACHAL*ALM00$A ;                                                    
GENR XARAL=AARAL*ALM00$A ;                                                    
GENR XBRAL=ABRAL*ALM00$A ;                                                    
GENR XCEAL=ACEAL*ALM00$A ;                                                    
GENR XMEAL=AMEAL*ALM00$A ;                                                    
GENR XPEAL=APEAL*ALM00$A ;                                                    
GENR XTUAL=ATUAL*ALM00$A ;                                                    
GENR XPDAL=APDAL*ALM00$A ;                                                    
GENR XRUAL=ARUAL*ALM00$A ;                                                    
GENR XUEAL=AUEAL*ALM00$A ;                                                    
GENR XEGAL=AEGAL*ALM00$A ;                                                    
GENR XISAL=AISAL*ALM00$A ;                                                    
GENR XKEAL=AKEAL*ALM00$A ;                                                    
GENR XBAAL=ABAAL*ALM00$A ;                                                    
GENR XHKAL=AHKAL*ALM00$A ;                                                    
GENR XSIAL=ASIAL*ALM00$A ;                                                    
GENR XVIAL=AVIAL*ALM00$A ;                                                    
GENR XNIAL=ANIAL*ALM00$A ;                                                    
GENR XALAL=0;                                                                 
GENR XIAAL=AIAAL*ALM00$A ;                                                    
GENR XINAL=AINAL*ALM00$A ;                                                    
GENR XIQAL=AIQAL*ALM00$A ;                                                    
GENR XKUAL=AKUAL*ALM00$A ;                                                    
GENR XLIAL=ALIAL*ALM00$A ;                                                    
GENR XUAAL=AUAAL*ALM00$A ;                                                    
GENR XAOAL=0;                                                                 
GENR XUSIA=AUSIA*IAM00$A ;                                                    
GENR XCAIA=ACAIA*IAM00$A ;                                                    
GENR XJAIA=AJAIA*IAM00$A ;                                                    
GENR XAUIA=AAUIA*IAM00$A ;                                                    
GENR XFRIA=AFRIA*IAM00$A ;                                                    
GENR XGEIA=AGEIA*IAM00$A ;                                                    
GENR XITIA=AITIA*IAM00$A ;                                                    
GENR XNEIA=ANEIA*IAM00$A ;                                                    
GENR XSTIA=ASTIA*IAM00$A ;                                                    
GENR XUKIA=AUKIA*IAM00$A ;                                                    
GENR XFIIA=AFIIA*IAM00$A ;                                                    
GENR XASIA=AASIA*IAM00$A ;                                                    
GENR XSOIA=ASOIA*IAM00$A ;                                                    
GENR XKOIA=AKOIA*IAM00$A ;                                                    
GENR XBEIA=ABEIA*IAM00$A ;                                                    
GENR XDEIA=ADEIA*IAM00$A ;                                                    
GENR XNOIA=ANOIA*IAM00$A ;                                                    
GENR XSWIA=ASWIA*IAM00$A ;                                                    
GENR XGRIA=AGRIA*IAM00$A ;                                                    
GENR XIRIA=AIRIA*IAM00$A ;                                                    
GENR XPOIA=APOIA*IAM00$A ;                                                    
GENR XSPIA=ASPIA*IAM00$A ;                                                    
GENR XNZIA=ANZIA*IAM00$A ;                                                    
GENR XSAIA=ASAIA*IAM00$A ;                                                    
GENR XVEIA=AVEIA*IAM00$A ;                                                    
GENR XCOIA=ACOIA*IAM00$A ;                                                    
GENR XJOIA=AJOIA*IAM00$A ;                                                    
GENR XSYIA=ASYIA*IAM00$A ;                                                    
GENR XIDIA=AIDIA*IAM00$A ;                                                    
GENR XMAIA=AMAIA*IAM00$A ;                                                    
GENR XPAIA=APAIA*IAM00$A ;                                                    
GENR XPHIA=APHIA*IAM00$A ;                                                    
GENR XTHIA=ATHIA*IAM00$A ;                                                    
GENR XCHIA=ACHIA*IAM00$A ;                                                    
GENR XARIA=AARIA*IAM00$A ;                                                    
GENR XBRIA=ABRIA*IAM00$A ;                                                    
GENR XCEIA=ACEIA*IAM00$A ;                                                    
GENR XMEIA=AMEIA*IAM00$A ;                                                    
GENR XPEIA=APEIA*IAM00$A ;                                                    
GENR XTUIA=ATUIA*IAM00$A ;                                                    
GENR XPDIA=APDIA*IAM00$A ;                                                    
GENR XRUIA=ARUIA*IAM00$A ;                                                    
GENR XUEIA=AUEIA*IAM00$A ;                                                    
GENR XEGIA=AEGIA*IAM00$A ;                                                    
GENR XISIA=AISIA*IAM00$A ;                                                    
GENR XKEIA=AKEIA*IAM00$A ;                                                    
GENR XBAIA=ABAIA*IAM00$A ;                                                    
GENR XHKIA=AHKIA*IAM00$A ;                                                    
GENR XSIIA=ASIIA*IAM00$A ;                                                    
GENR XVIIA=AVIIA*IAM00$A ;                                                    
GENR XNIIA=ANIIA*IAM00$A ;                                                    
GENR XALIA=AALIA*IAM00$A ;                                                    
GENR XIAIA=0;                                                                 
GENR XINIA=AINIA*IAM00$A ;                                                    
GENR XIQIA=AIQIA*IAM00$A ;                                                    
GENR XKUIA=AKUIA*IAM00$A ;                                                    
GENR XLIIA=ALIIA*IAM00$A ;                                                    
GENR XUAIA=AUAIA*IAM00$A ;                                                    
GENR XAOIA=0;                                                                 
GENR XUSIN=AUSIN*INM00$A ;                                                    
GENR XCAIN=ACAIN*INM00$A ;                                                    
GENR XJAIN=AJAIN*INM00$A ;                                                    
GENR XAUIN=AAUIN*INM00$A ;                                                    
GENR XFRIN=AFRIN*INM00$A ;                                                    
GENR XGEIN=AGEIN*INM00$A ;                                                    
GENR XITIN=AITIN*INM00$A ;                                                    
GENR XNEIN=ANEIN*INM00$A ;                                                    
GENR XSTIN=ASTIN*INM00$A ;                                                    
GENR XUKIN=AUKIN*INM00$A ;                                                    
GENR XFIIN=AFIIN*INM00$A ;                                                    
GENR XASIN=AASIN*INM00$A ;                                                    
GENR XSOIN=ASOIN*INM00$A ;                                                    
GENR XKOIN=AKOIN*INM00$A ;                                                    
GENR XBEIN=ABEIN*INM00$A ;                                                    
GENR XDEIN=ADEIN*INM00$A ;                                                    
GENR XNOIN=ANOIN*INM00$A ;                                                    
GENR XSWIN=ASWIN*INM00$A ;                                                    
GENR XGRIN=AGRIN*INM00$A ;                                                    
GENR XIRIN=AIRIN*INM00$A ;                                                    
GENR XPOIN=APOIN*INM00$A ;                                                    
GENR XSPIN=ASPIN*INM00$A ;                                                    
GENR XNZIN=ANZIN*INM00$A ;                                                    
GENR XSAIN=ASAIN*INM00$A ;                                                    
GENR XVEIN=AVEIN*INM00$A ;                                                    
GENR XCOIN=ACOIN*INM00$A ;                                                    
GENR XJOIN=AJOIN*INM00$A ;                                                    
GENR XSYIN=ASYIN*INM00$A ;                                                    
GENR XIDIN=AIDIN*INM00$A ;                                                    
GENR XMAIN=AMAIN*INM00$A ;                                                    
GENR XPAIN=APAIN*INM00$A ;                                                    
GENR XPHIN=APHIN*INM00$A ;                                                    
GENR XTHIN=ATHIN*INM00$A ;                                                    
GENR XCHIN=ACHIN*INM00$A ;                                                    
GENR XARIN=AARIN*INM00$A ;                                                    
GENR XBRIN=ABRIN*INM00$A ;                                                    
GENR XCEIN=ACEIN*INM00$A ;                                                    
GENR XMEIN=AMEIN*INM00$A ;                                                    
GENR XPEIN=APEIN*INM00$A ;                                                    
GENR XTUIN=ATUIN*INM00$A ;                                                    
GENR XPDIN=APDIN*INM00$A ;                                                    
GENR XRUIN=ARUIN*INM00$A ;                                                    
GENR XUEIN=AUEIN*INM00$A ;                                                    
GENR XEGIN=AEGIN*INM00$A ;                                                    
GENR XISIN=AISIN*INM00$A ;                                                    
GENR XKEIN=AKEIN*INM00$A ;                                                    
GENR XBAIN=ABAIN*INM00$A ;                                                    
GENR XHKIN=AHKIN*INM00$A ;                                                    
GENR XSIIN=ASIIN*INM00$A ;                                                    
GENR XVIIN=AVIIN*INM00$A ;                                                    
GENR XNIIN=ANIIN*INM00$A ;                                                    
GENR XALIN=AALIN*INM00$A ;                                                    
GENR XIAIN=AIAIN*INM00$A ;                                                    
GENR XININ=0;                                                                 
GENR XIQIN=AIQIN*INM00$A ;                                                    
GENR XKUIN=AKUIN*INM00$A ;                                                    
GENR XLIIN=ALIIN*INM00$A ;                                                    
GENR XUAIN=AUAIN*INM00$A ;                                                    
GENR XAOIN=0;                                                                 
GENR XUSIQ=AUSIQ*IQM00$A ;                                                    
GENR XCAIQ=ACAIQ*IQM00$A ;                                                    
GENR XJAIQ=AJAIQ*IQM00$A ;                                                    
GENR XAUIQ=AAUIQ*IQM00$A ;                                                    
GENR XFRIQ=AFRIQ*IQM00$A ;                                                    
GENR XGEIQ=AGEIQ*IQM00$A ;                                                    
GENR XITIQ=AITIQ*IQM00$A ;                                                    
GENR XNEIQ=ANEIQ*IQM00$A ;                                                    
GENR XSTIQ=ASTIQ*IQM00$A ;                                                    
GENR XUKIQ=AUKIQ*IQM00$A ;                                                    
GENR XFIIQ=AFIIQ*IQM00$A ;                                                    
GENR XASIQ=AASIQ*IQM00$A ;                                                    
GENR XSOIQ=ASOIQ*IQM00$A ;                                                    
GENR XKOIQ=AKOIQ*IQM00$A ;                                                    
GENR XBEIQ=ABEIQ*IQM00$A ;                                                    
GENR XDEIQ=ADEIQ*IQM00$A ;                                                    
GENR XNOIQ=ANOIQ*IQM00$A ;                                                    
GENR XSWIQ=ASWIQ*IQM00$A ;                                                    
GENR XGRIQ=AGRIQ*IQM00$A ;                                                    
GENR XIRIQ=AIRIQ*IQM00$A ;                                                    
GENR XPOIQ=APOIQ*IQM00$A ;                                                    
GENR XSPIQ=ASPIQ*IQM00$A ;                                                    
GENR XNZIQ=ANZIQ*IQM00$A ;                                                    
GENR XSAIQ=ASAIQ*IQM00$A ;                                                    
GENR XVEIQ=AVEIQ*IQM00$A ;                                                    
GENR XCOIQ=ACOIQ*IQM00$A ;                                                    
GENR XJOIQ=AJOIQ*IQM00$A ;                                                    
GENR XSYIQ=ASYIQ*IQM00$A ;                                                    
GENR XIDIQ=AIDIQ*IQM00$A ;                                                    
GENR XMAIQ=AMAIQ*IQM00$A ;                                                    
GENR XPAIQ=APAIQ*IQM00$A ;                                                    
GENR XPHIQ=APHIQ*IQM00$A ;                                                    
GENR XTHIQ=ATHIQ*IQM00$A ;                                                    
GENR XCHIQ=ACHIQ*IQM00$A ;                                                    
GENR XARIQ=AARIQ*IQM00$A ;                                                    
GENR XBRIQ=ABRIQ*IQM00$A ;                                                    
GENR XCEIQ=ACEIQ*IQM00$A ;                                                    
GENR XMEIQ=AMEIQ*IQM00$A ;                                                    
GENR XPEIQ=APEIQ*IQM00$A ;                                                    
GENR XTUIQ=ATUIQ*IQM00$A ;                                                    
GENR XPDIQ=APDIQ*IQM00$A ;                                                    
GENR XRUIQ=ARUIQ*IQM00$A ;                                                    
GENR XUEIQ=AUEIQ*IQM00$A ;                                                    
GENR XEGIQ=AEGIQ*IQM00$A ;                                                    
GENR XISIQ=AISIQ*IQM00$A ;                                                    
GENR XKEIQ=AKEIQ*IQM00$A ;                                                    
GENR XBAIQ=ABAIQ*IQM00$A ;                                                    
GENR XHKIQ=AHKIQ*IQM00$A ;                                                    
GENR XSIIQ=ASIIQ*IQM00$A ;                                                    
GENR XVIIQ=AVIIQ*IQM00$A ;                                                    
GENR XNIIQ=ANIIQ*IQM00$A ;                                                    
GENR XALIQ=AALIQ*IQM00$A ;                                                    
GENR XIAIQ=AIAIQ*IQM00$A ;                                                    
GENR XINIQ=AINIQ*IQM00$A ;                                                    
GENR XIQIQ=0;                                                                 
GENR XKUIQ=AKUIQ*IQM00$A ;                                                    
GENR XLIIQ=ALIIQ*IQM00$A ;                                                    
GENR XUAIQ=AUAIQ*IQM00$A ;                                                    
GENR XAOIQ=0;                                                                 
GENR XUSKU=AUSKU*KUM00$A ;                                                    
GENR XCAKU=ACAKU*KUM00$A ;                                                    
GENR XJAKU=AJAKU*KUM00$A ;                                                    
GENR XAUKU=AAUKU*KUM00$A ;                                                    
GENR XFRKU=AFRKU*KUM00$A ;                                                    
GENR XGEKU=AGEKU*KUM00$A ;                                                    
GENR XITKU=AITKU*KUM00$A ;                                                    
GENR XNEKU=ANEKU*KUM00$A ;                                                    
GENR XSTKU=ASTKU*KUM00$A ;                                                    
GENR XUKKU=AUKKU*KUM00$A ;                                                    
GENR XFIKU=AFIKU*KUM00$A ;                                                    
GENR XASKU=AASKU*KUM00$A ;                                                    
GENR XSOKU=ASOKU*KUM00$A ;                                                    
GENR XKOKU=AKOKU*KUM00$A ;                                                    
GENR XBEKU=ABEKU*KUM00$A ;                                                    
GENR XDEKU=ADEKU*KUM00$A ;                                                    
GENR XNOKU=ANOKU*KUM00$A ;                                                    
GENR XSWKU=ASWKU*KUM00$A ;                                                    
GENR XGRKU=AGRKU*KUM00$A ;                                                    
GENR XIRKU=AIRKU*KUM00$A ;                                                    
GENR XPOKU=APOKU*KUM00$A ;                                                    
GENR XSPKU=ASPKU*KUM00$A ;                                                    
GENR XNZKU=ANZKU*KUM00$A ;                                                    
GENR XSAKU=ASAKU*KUM00$A ;                                                    
GENR XVEKU=AVEKU*KUM00$A ;                                                    
GENR XCOKU=ACOKU*KUM00$A ;                                                    
GENR XJOKU=AJOKU*KUM00$A ;                                                    
GENR XSYKU=ASYKU*KUM00$A ;                                                    
GENR XIDKU=AIDKU*KUM00$A ;                                                    
GENR XMAKU=AMAKU*KUM00$A ;                                                    
GENR XPAKU=APAKU*KUM00$A ;                                                    
GENR XPHKU=APHKU*KUM00$A ;                                                    
GENR XTHKU=ATHKU*KUM00$A ;                                                    
GENR XCHKU=ACHKU*KUM00$A ;                                                    
GENR XARKU=AARKU*KUM00$A ;                                                    
GENR XBRKU=ABRKU*KUM00$A ;                                                    
GENR XCEKU=ACEKU*KUM00$A ;                                                    
GENR XMEKU=AMEKU*KUM00$A ;                                                    
GENR XPEKU=APEKU*KUM00$A ;                                                    
GENR XTUKU=ATUKU*KUM00$A ;                                                    
GENR XPDKU=APDKU*KUM00$A ;                                                    
GENR XRUKU=ARUKU*KUM00$A ;                                                    
GENR XUEKU=AUEKU*KUM00$A ;                                                    
GENR XEGKU=AEGKU*KUM00$A ;                                                    
GENR XISKU=AISKU*KUM00$A ;                                                    
GENR XKEKU=AKEKU*KUM00$A ;                                                    
GENR XBAKU=ABAKU*KUM00$A ;                                                    
GENR XHKKU=AHKKU*KUM00$A ;                                                    
GENR XSIKU=ASIKU*KUM00$A ;                                                    
GENR XVIKU=AVIKU*KUM00$A ;                                                    
GENR XNIKU=ANIKU*KUM00$A ;                                                    
GENR XALKU=AALKU*KUM00$A ;                                                    
GENR XIAKU=AIAKU*KUM00$A ;                                                    
GENR XINKU=AINKU*KUM00$A ;                                                    
GENR XIQKU=AIQKU*KUM00$A ;                                                    
GENR XKUKU=0;                                                                 
GENR XLIKU=ALIKU*KUM00$A ;                                                    
GENR XUAKU=AUAKU*KUM00$A ;                                                    
GENR XAOKU=0;                                                                 
GENR XUSLI=AUSLI*LIM00$A ;                                                    
GENR XCALI=ACALI*LIM00$A ;                                                    
GENR XJALI=AJALI*LIM00$A ;                                                    
GENR XAULI=AAULI*LIM00$A ;                                                    
GENR XFRLI=AFRLI*LIM00$A ;                                                    
GENR XGELI=AGELI*LIM00$A ;                                                    
GENR XITLI=AITLI*LIM00$A ;                                                    
GENR XNELI=ANELI*LIM00$A ;                                                    
GENR XSTLI=ASTLI*LIM00$A ;                                                    
GENR XUKLI=AUKLI*LIM00$A ;                                                    
GENR XFILI=AFILI*LIM00$A ;                                                    
GENR XASLI=AASLI*LIM00$A ;                                                    
GENR XSOLI=ASOLI*LIM00$A ;                                                    
GENR XKOLI=AKOLI*LIM00$A ;                                                    
GENR XBELI=ABELI*LIM00$A ;                                                    
GENR XDELI=ADELI*LIM00$A ;                                                    
GENR XNOLI=ANOLI*LIM00$A ;                                                    
GENR XSWLI=ASWLI*LIM00$A ;                                                    
GENR XGRLI=AGRLI*LIM00$A ;                                                    
GENR XIRLI=AIRLI*LIM00$A ;                                                    
GENR XPOLI=APOLI*LIM00$A ;                                                    
GENR XSPLI=ASPLI*LIM00$A ;                                                    
GENR XNZLI=ANZLI*LIM00$A ;                                                    
GENR XSALI=ASALI*LIM00$A ;                                                    
GENR XVELI=AVELI*LIM00$A ;                                                    
GENR XCOLI=ACOLI*LIM00$A ;                                                    
GENR XJOLI=AJOLI*LIM00$A ;                                                    
GENR XSYLI=ASYLI*LIM00$A ;                                                    
GENR XIDLI=AIDLI*LIM00$A ;                                                    
GENR XMALI=AMALI*LIM00$A ;                                                    
GENR XPALI=APALI*LIM00$A ;                                                    
GENR XPHLI=APHLI*LIM00$A ;                                                    
GENR XTHLI=ATHLI*LIM00$A ;                                                    
GENR XCHLI=ACHLI*LIM00$A ;                                                    
GENR XARLI=AARLI*LIM00$A ;                                                    
GENR XBRLI=ABRLI*LIM00$A ;                                                    
GENR XCELI=ACELI*LIM00$A ;                                                    
GENR XMELI=AMELI*LIM00$A ;                                                    
GENR XPELI=APELI*LIM00$A ;                                                    
GENR XTULI=ATULI*LIM00$A ;                                                    
GENR XPDLI=APDLI*LIM00$A ;                                                    
GENR XRULI=ARULI*LIM00$A ;                                                    
GENR XUELI=AUELI*LIM00$A ;                                                    
GENR XEGLI=AEGLI*LIM00$A ;                                                    
GENR XISLI=AISLI*LIM00$A ;                                                    
GENR XKELI=AKELI*LIM00$A ;                                                    
GENR XBALI=ABALI*LIM00$A ;                                                    
GENR XHKLI=AHKLI*LIM00$A ;                                                    
GENR XSILI=ASILI*LIM00$A ;                                                    
GENR XVILI=AVILI*LIM00$A ;                                                    
GENR XNILI=ANILI*LIM00$A ;                                                    
GENR XALLI=AALLI*LIM00$A ;                                                    
GENR XIALI=AIALI*LIM00$A ;                                                    
GENR XINLI=AINLI*LIM00$A ;                                                    
GENR XIQLI=AIQLI*LIM00$A ;                                                    
GENR XKULI=AKULI*LIM00$A ;                                                    
GENR XLILI=0;                                                                 
GENR XUALI=AUALI*LIM00$A ;                                                    
GENR XAOLI=0;                                                                 
GENR XUSUA=AUSUA*UAM00$A ;                                                    
GENR XCAUA=ACAUA*UAM00$A ;                                                    
GENR XJAUA=AJAUA*UAM00$A ;                                                    
GENR XAUUA=AAUUA*UAM00$A ;                                                    
GENR XFRUA=AFRUA*UAM00$A ;                                                    
GENR XGEUA=AGEUA*UAM00$A ;                                                    
GENR XITUA=AITUA*UAM00$A ;                                                    
GENR XNEUA=ANEUA*UAM00$A ;                                                    
GENR XSTUA=ASTUA*UAM00$A ;                                                    
GENR XUKUA=AUKUA*UAM00$A ;                                                    
GENR XFIUA=AFIUA*UAM00$A ;                                                    
GENR XASUA=AASUA*UAM00$A ;                                                    
GENR XSOUA=ASOUA*UAM00$A ;                                                    
GENR XKOUA=AKOUA*UAM00$A ;                                                    
GENR XBEUA=ABEUA*UAM00$A ;                                                    
GENR XDEUA=ADEUA*UAM00$A ;                                                    
GENR XNOUA=ANOUA*UAM00$A ;                                                    
GENR XSWUA=ASWUA*UAM00$A ;                                                    
GENR XGRUA=AGRUA*UAM00$A ;                                                    
GENR XIRUA=AIRUA*UAM00$A ;                                                    
GENR XPOUA=APOUA*UAM00$A ;                                                    
GENR XSPUA=ASPUA*UAM00$A ;                                                    
GENR XNZUA=ANZUA*UAM00$A ;                                                    
GENR XSAUA=ASAUA*UAM00$A ;                                                    
GENR XVEUA=AVEUA*UAM00$A ;                                                    
GENR XCOUA=ACOUA*UAM00$A ;                                                    
GENR XJOUA=AJOUA*UAM00$A ;                                                    
GENR XSYUA=ASYUA*UAM00$A ;                                                    
GENR XIDUA=AIDUA*UAM00$A ;                                                    
GENR XMAUA=AMAUA*UAM00$A ;                                                    
GENR XPAUA=APAUA*UAM00$A ;                                                    
GENR XPHUA=APHUA*UAM00$A ;                                                    
GENR XTHUA=ATHUA*UAM00$A ;                                                    
GENR XCHUA=ACHUA*UAM00$A ;                                                    
GENR XARUA=AARUA*UAM00$A ;                                                    
GENR XBRUA=ABRUA*UAM00$A ;                                                    
GENR XCEUA=ACEUA*UAM00$A ;                                                    
GENR XMEUA=AMEUA*UAM00$A ;                                                    
GENR XPEUA=APEUA*UAM00$A ;                                                    
GENR XTUUA=ATUUA*UAM00$A ;                                                    
GENR XPDUA=APDUA*UAM00$A ;                                                    
GENR XRUUA=ARUUA*UAM00$A ;                                                    
GENR XUEUA=AUEUA*UAM00$A ;                                                    
GENR XEGUA=AEGUA*UAM00$A ;                                                    
GENR XISUA=AISUA*UAM00$A ;                                                    
GENR XKEUA=AKEUA*UAM00$A ;                                                    
GENR XBAUA=ABAUA*UAM00$A ;                                                    
GENR XHKUA=AHKUA*UAM00$A ;                                                    
GENR XSIUA=ASIUA*UAM00$A ;                                                    
GENR XVIUA=AVIUA*UAM00$A ;                                                    
GENR XNIUA=ANIUA*UAM00$A ;                                                    
GENR XALUA=AALUA*UAM00$A ;                                                    
GENR XIAUA=AIAUA*UAM00$A ;                                                    
GENR XINUA=AINUA*UAM00$A ;                                                    
GENR XIQUA=AIQUA*UAM00$A ;                                                    
GENR XKUUA=AKUUA*UAM00$A ;                                                    
GENR XLIUA=ALIUA*UAM00$A ;                                                    
GENR XUAUA=0;                                                                 
GENR XAOUA=0;                                                                 
GENR XUSAO=AUSAO*AOM00$A ;                                                    
GENR XCAAO=ACAAO*AOM00$A ;                                                    
GENR XJAAO=AJAAO*AOM00$A ;                                                    
GENR XAUAO=AAUAO*AOM00$A ;                                                    
GENR XFRAO=AFRAO*AOM00$A ;                                                    
GENR XGEAO=AGEAO*AOM00$A ;                                                    
GENR XITAO=AITAO*AOM00$A ;                                                    
GENR XNEAO=ANEAO*AOM00$A ;                                                    
GENR XSTAO=ASTAO*AOM00$A ;                                                    
GENR XUKAO=AUKAO*AOM00$A ;                                                    
GENR XFIAO=AFIAO*AOM00$A ;                                                    
GENR XASAO=AASAO*AOM00$A ;                                                    
GENR XSOAO=ASOAO*AOM00$A ;                                                    
GENR XKOAO=AKOAO*AOM00$A ;                                                    
GENR XBEAO=ABEAO*AOM00$A ;                                                    
GENR XDEAO=ADEAO*AOM00$A ;                                                    
GENR XNOAO=ANOAO*AOM00$A ;                                                    
GENR XSWAO=ASWAO*AOM00$A ;                                                    
GENR XGRAO=AGRAO*AOM00$A ;                                                    
GENR XIRAO=AIRAO*AOM00$A ;                                                    
GENR XPOAO=APOAO*AOM00$A ;                                                    
GENR XSPAO=ASPAO*AOM00$A ;                                                    
GENR XNZAO=ANZAO*AOM00$A ;                                                    
GENR XSAAO=ASAAO*AOM00$A ;                                                    
GENR XVEAO=AVEAO*AOM00$A ;                                                    
GENR XCOAO=ACOAO*AOM00$A ;                                                    
GENR XJOAO=AJOAO*AOM00$A ;                                                    
GENR XSYAO=ASYAO*AOM00$A ;                                                    
GENR XIDAO=AIDAO*AOM00$A ;                                                    
GENR XMAAO=AMAAO*AOM00$A ;                                                    
GENR XPAAO=APAAO*AOM00$A ;                                                    
GENR XPHAO=APHAO*AOM00$A ;                                                    
GENR XTHAO=ATHAO*AOM00$A ;                                                    
GENR XCHAO=ACHAO*AOM00$A ;                                                    
GENR XARAO=AARAO*AOM00$A ;                                                    
GENR XBRAO=ABRAO*AOM00$A ;                                                    
GENR XCEAO=ACEAO*AOM00$A ;                                                    
GENR XMEAO=AMEAO*AOM00$A ;                                                    
GENR XPEAO=APEAO*AOM00$A ;                                                    
GENR XTUAO=ATUAO*AOM00$A ;                                                    
GENR XPDAO=APDAO*AOM00$A ;                                                    
GENR XRUAO=ARUAO*AOM00$A ;                                                    
GENR XUEAO=AUEAO*AOM00$A ;                                                    
GENR XEGAO=AEGAO*AOM00$A ;                                                    
GENR XISAO=AISAO*AOM00$A ;                                                    
GENR XKEAO=AKEAO*AOM00$A ;                                                    
GENR XBAAO=ABAAO*AOM00$A ;                                                    
GENR XHKAO=AHKAO*AOM00$A ;                                                    
GENR XSIAO=ASIAO*AOM00$A ;                                                    
GENR XVIAO=AVIAO*AOM00$A ;                                                    
GENR XNIAO=ANIAO*AOM00$A ;                                                    
GENR XALAO=AALAO*AOM00$A ;                                                    
GENR XIAAO=AIAAO*AOM00$A ;                                                    
GENR XINAO=AINAO*AOM00$A ;                                                    
GENR XIQAO=AIQAO*AOM00$A ;                                                    
GENR XKUAO=AKUAO*AOM00$A ;                                                    
GENR XLIAO=ALIAO*AOM00$A ;                                                    
GENR XUAAO=AUAAO*AOM00$A ;                                                    
GENR XAOAO=0;                                                                 
RETURN;                                                                       
Control returned to previous input data set.
@                                                                             
@ End XX00$ij                                                                 
@                                                                             
@WRITECOEF FILE=MC.COF;                                                       
@                                                                             
@PRINTMODEL;                                                                  
@SMPL 2000.1 2000.1;                                                          
@TEST IDENT;                                                                  
@TEST LHS;                                                                    
@SMPL 2014.1 2014.4;                                                          
@RMSE DYNAMIC ;                                                               
@SMPL 2005.1 2007.4;                                                          
@RMSE DYNAMIC FILEVAR=FORBIG.VAR;                                             
@QUIT;                                                                        
@                                                                             
@SMPL 2014.1 2022.4;                                                          
@RMSE DYNAMIC FILEVAR=FORBIG.VAR;                                             
@QUIT;                                                                        
@                                                                             
@ Test to compare to SP53                                                     
@                                                                             
@SMPL 2000.1 2001.4;                                                          
@RMSE DYNAMIC FILEVAR=FORBIG.VAR;                                             
@QUIT;                                                                        
@                                                                             
@ More variables for various papers                                           
@                                                                             
SMPL 1952.1 2022.4;                                                           
Sample period is now  1952.1 to  2022.4 Internally:     1 to   284
GENR LGDPR=LOG(GDPR);                                                         
Name added to list: LGDPR           
GENR LGDPD=LOG(GDPD);                                                         
Name added to list: LGDPD           
GENR LJF=LOG(JF);                                                             
Name added to list: LJF             
GENR LE=LOG(E);                                                               
Name added to list: LE              
GENR GDPR12=GDPR+GDPR(-1)+GDPR(-2)+GDPR(-3)                                   
 +GDPR(-4)+GDPR(-5)+GDPR(-6)+GDPR(-7)                                         
 +GDPR(-8)+GDPR(-9)+GDPR(-10)+GDPR(-11)                                       
 +GDPR(-12)+GDPR(-13)+GDPR(-14)+GDPR(-15)                                     
 +GDPR(-16)+GDPR(-17)+GDPR(-18)+GDPR(-19)                                     
 +GDPR(-20)+GDPR(-21)+GDPR(-22)+GDPR(-23)                                     
 +GDPR(-24)+GDPR(-25)+GDPR(-26)+GDPR(-27)                                     
 +GDPR(-28)+GDPR(-29)+GDPR(-30)+GDPR(-31)                                     
 +GDPR(-32)+GDPR(-33)+GDPR(-34)+GDPR(-35)                                     
 +GDPR(-36)+GDPR(-37)+GDPR(-38)+GDPR(-39)                                     
 +GDPR(-40)+GDPR(-41)+GDPR(-42)+GDPR(-43)                                     
 +GDPR(-44)+GDPR(-45)+GDPR(-46)+GDPR(-47)                                     
;                                                                             
Name added to list: GDPR12          
GENR UR12=(UR+UR(-1)+UR(-2)+UR(-3)                                            
 +UR(-4)+UR(-5)+UR(-6)+UR(-7)                                                 
 +UR(-8)+UR(-9)+UR(-10)+UR(-11)                                               
 +UR(-12)+UR(-13)+UR(-14)+UR(-15)                                             
 +UR(-16)+UR(-17)+UR(-18)+UR(-19)                                             
 +UR(-20)+UR(-21)+UR(-22)+UR(-23)                                             
 +UR(-24)+UR(-25)+UR(-26)+UR(-27)                                             
 +UR(-28)+UR(-29)+UR(-30)+UR(-31)                                             
 +UR(-32)+UR(-33)+UR(-34)+UR(-35)                                             
 +UR(-36)+UR(-37)+UR(-38)+UR(-39)                                             
 +UR(-40)+UR(-41)+UR(-42)+UR(-43)                                             
 +UR(-44)+UR(-45)+UR(-46)+UR(-47)                                             
 )/48                                                                         
;                                                                             
Name added to list: UR12            
GENR JF12=(JF+JF(-1)+JF(-2)+JF(-3)                                            
 +JF(-4)+JF(-5)+JF(-6)+JF(-7)                                                 
 +JF(-8)+JF(-9)+JF(-10)+JF(-11)                                               
 +JF(-12)+JF(-13)+JF(-14)+JF(-15)                                             
 +JF(-16)+JF(-17)+JF(-18)+JF(-19)                                             
 +JF(-20)+JF(-21)+JF(-22)+JF(-23)                                             
 +JF(-24)+JF(-25)+JF(-26)+JF(-27)                                             
 +JF(-28)+JF(-29)+JF(-30)+JF(-31)                                             
 +JF(-32)+JF(-33)+JF(-34)+JF(-35)                                             
 +JF(-36)+JF(-37)+JF(-38)+JF(-39)                                             
 +JF(-40)+JF(-41)+JF(-42)+JF(-43)                                             
 +JF(-44)+JF(-45)+JF(-46)+JF(-47)                                             
 )/48                                                                         
;                                                                             
Name added to list: JF12            
@                                                                             
@ Input files for various papers                                              
@                                                                             
@INPUT FILE=MCPROG.INP;                                                       
@INPUT FILE=MCSTIM.INP;                                                       
@INPUT FILE=MCIDEA.INP;                                                       
@INPUT FILE=MCDEBT.INP;                                                       
@INPUT FILE=MCYUAN.INP;                                                       
@INPUT FILE=MCPIMS.INP;                                                       
@INPUT FILE=MCEURP.INP;                                                       
@INPUT FILE=MCFORE.INP;                                                       
@INPUT FILE=MCPOST.INP;                                                       
@INPUT FILE=MCNEWE.INP;                                                       
@INPUT FILE=MCMPRU.INP;                                                       
@INPUT FILE=MCEURO.INP;                                                       
@INPUT FILE=MCMPLE.INP;                                                       
@INPUT FILE=MCFEDR.INP;                                                       
@INPUT FILE=MCRMSE.INP;                                                       
@INPUT FILE=MCCRIS.INP;                                                       
INPUT FILE=MCCRI27.INP;                                                       
Control passed to data set MCCRI27.INP     
SMPL 1960.1 2013.4;                                                           
Sample period is now  1960.1 to  2013.4 Internally:    33 to   248
GENR UR4=(UR+UR(-1)+UR(-2)+UR(-3))/4;                                         
Name added to list: UR4             
GENR JF4=(JF+JF(-1)+JF(-2)+JF(-3))/4;                                         
Name added to list: JF4             
GENR GDPR4=(GDPR+GDPR(-1)+GDPR(-2)+GDPR(-3));                                 
Name added to list: GDPR4           
GENR EXZYS=EX/YS;                                                             
Name added to list: EXZYS           
GENR UR3=(UR+UR(-1)+UR(-2))/3;                                                
Name added to list: UR3             
GENR JF3=(JF+JF(-1)+JF(-2))/3;                                                
Name added to list: JF3             
GENR GDPR3=(GDPR+GDPR(-1)+GDPR(-2));                                          
Name added to list: GDPR3           
SMPL 2005.1 2013.4;                                                           
Sample period is now  2005.1 to  2013.4 Internally:   213 to   248
PRINTVAR EXZYS LOADFORMAT;                                                    
SMPL    2005.1   2013.4 ;
LOAD EXZYS    ;
  0.10881171821E+00  0.11005467263E+00  0.10927730892E+00  0.11098136332E+00
  0.11450974059E+00  0.11554869186E+00  0.11442093000E+00  0.11828613853E+00
  0.11872927847E+00  0.12011825790E+00  0.12327597262E+00  0.12586899097E+00
  0.12637438640E+00  0.12910268708E+00  0.12685087389E+00  0.11827154021E+00
  0.10795909883E+00  0.10730433317E+00  0.10966625037E+00  0.11451340391E+00
  0.11543846313E+00  0.11771562497E+00  0.11947004440E+00  0.12187878956E+00
  0.12204493924E+00  0.12255181440E+00  0.12356990978E+00  0.12342819436E+00
  0.12348789575E+00  0.12359289601E+00  0.12341913498E+00  0.12270079594E+00
  0.12104866217E+00  0.12249451648E+00  0.12289025467E+00  0.12288635044E+00
'END' 
END;
@                                                                             
@ Don't print "ERROR IN RESIDT"                                               
@                                                                             
SETLA 120 1;                                                                  
LA( 120) changed from           1 TO           1
@                                                                             
@ UR IS NUMBER 128.  This is set for error checking.                          
@                                                                             
SETLA 247 128;                                                                
LA( 247) changed from           0 TO         128
@                                                                             
LOADDATA FILE=GZ.OUT;                                                         
SMPL 1973.1 2010.3;                                                           
Sample period is now  1973.1 to  2010.3 Internally:    85 to   235
LOAD IDD GZ EBP;                                                              
Name IDD      not found.
Name added to list: IDD     
Name GZ       not found.
Name added to list: GZ      
Name EBP      not found.
Name added to list: EBP     
END;                                                                          
LOADDATA FILE=MCCRIS.DD1;                                                     
SMPL 2008.1 2013.4;                                                           
Sample period is now  2008.1 to  2013.4 Internally:   225 to   248
LOAD IDD  DIFCGZ      DIFPSI14;                                               
Name DIFCGZ   not found.
Name added to list: DIFCGZ  
Name DIFPSI14 not found.
Name added to list: DIFPSI14
END;                                                                          
SMPL 1954.1 2007.4;                                                           
Sample period is now  1954.1 to  2007.4 Internally:     9 to   224
PRINTVAR STATS CGZ;                                                           
             MEAN      STD DEV       SUM2      MIN         MAX       OBS  MISS
CGZ       0.12658     0.28681     0.31290    -0.88739      1.3343      216   0
SMPL 1952.1 2013.3;                                                           
Sample period is now  1952.1 to  2013.3 Internally:     1 to   247
PLOTVAR FILEVAR=KEYBOARD;                                                     

         Plot of variable(s)
         PSI14     *

Values for PSI14   

 1952.1 0.8026     *                                                          
 1952.2 0.8231     !*                                                         
 1952.3 0.8198     !*                                                         
 1952.4 0.8328     !*                                                         
 1953.1 0.8381     !*                                                         
 1953.2 0.8490     ! *                                                        
 1953.3 0.8617     ! *                                                        
 1953.4 0.8515     ! *                                                        
 1954.1 0.8472     ! *                                                        
 1954.2 0.8479     ! *                                                        
 1954.3 0.8629     ! *                                                        
 1954.4 0.8705     !  *                                                       
 1955.1 0.8696     !  *                                                       
 1955.2 0.8777     !  *                                                       
 1955.3 0.8823     !  *                                                       
 1955.4 0.8853     !  *                                                       
 1956.1 0.8932     !   *                                                      
 1956.2 0.8971     !   *                                                      
 1956.3 0.8956     !   *                                                      
 1956.4 0.8930     !   *                                                      
 1957.1 0.8913     !  *                                                       
 1957.2 0.8953     !   *                                                      
 1957.3 0.8950     !   *                                                      
 1957.4 0.8959     !   *                                                      
 1958.1 0.8875     !  *                                                       
 1958.2 0.8959     !   *                                                      
 1958.3 0.9073     !   *                                                      
 1958.4 0.9176     !   *                                                      
 1959.1 0.9044     !   *                                                      
 1959.2 0.9102     !   *                                                      
 1959.3 0.9154     !   *                                                      
 1959.4 0.9207     !    *                                                     
 1960.1 0.9327     !    *                                                     
 1960.2 0.9261     !    *                                                     
 1960.3 0.9309     !    *                                                     
 1960.4 0.9263     !    *                                                     
 1961.1 0.9237     !    *                                                     
 1961.2 0.9335     !    *                                                     
 1961.3 0.9410     !    *                                                     
 1961.4 0.9459     !     *                                                    
 1962.1 0.9481     !     *                                                    
 1962.2 0.9449     !     *                                                    
 1962.3 0.9451     !     *                                                    
 1962.4 0.9512     !     *                                                    
 1963.1 0.9513     !     *                                                    
 1963.2 0.9450     !     *                                                    
 1963.3 0.9535     !     *                                                    
 1963.4 0.9491     !     *                                                    
 1964.1 0.9394     !    *                                                     
 1964.2 0.9459     !     *                                                    
 1964.3 0.9409     !    *                                                     
 1964.4 0.9509     !     *                                                    
 1965.1 0.9444     !    *                                                     
 1965.2 0.9390     !    *                                                     
 1965.3 0.9326     !    *                                                     
 1965.4 0.9360     !    *                                                     
 1966.1 0.9182     !   *                                                      
 1966.2 0.9434     !    *                                                     
 1966.3 0.9298     !    *                                                     
 1966.4 0.9427     !    *                                                     
 1967.1 0.9440     !    *                                                     
 1967.2 0.9461     !     *                                                    
 1967.3 0.9495     !     *                                                    
 1967.4 0.9615     !     *                                                    
 1968.1 0.9702     !     *                                                    
 1968.2 0.9770     !      *                                                   
 1968.3 0.9771     !      *                                                   
 1968.4  1.004     !       *                                                  
 1969.1  1.013     !       *                                                  
 1969.2  1.014     !       *                                                  
 1969.3  1.010     !       *                                                  
 1969.4  1.017     !       *                                                  
 1970.1  1.011     !       *                                                  
 1970.2  1.027     !        *                                                 
 1970.3  1.016     !       *                                                  
 1970.4  1.025     !        *                                                 
 1971.1  1.030     !        *                                                 
 1971.2  1.036     !        *                                                 
 1971.3  1.043     !        *                                                 
 1971.4  1.047     !        *                                                 
 1972.1  1.065     !         *                                                
 1972.2  1.067     !         *                                                
 1972.3  1.082     !          *                                               
 1972.4  1.108     !           *                                              
 1973.1  1.107     !           *                                              
 1973.2  1.112     !           *                                              
 1973.3  1.130     !            *                                             
 1973.4  1.133     !            *                                             
 1974.1  1.085     !          *                                               
 1974.2  1.046     !        *                                                 
 1974.3  1.016     !       *                                                  
 1974.4  1.016     !       *                                                  
 1975.1  1.035     !        *                                                 
 1975.2  1.056     !         *                                                
 1975.3  1.031     !        *                                                 
 1975.4  1.035     !        *                                                 
 1976.1  1.034     !        *                                                 
 1976.2  1.058     !         *                                                
 1976.3  1.055     !         *                                                
 1976.4  1.060     !         *                                                
 1977.1  1.068     !         *                                                
 1977.2  1.091     !          *                                               
 1977.3  1.102     !           *                                              
 1977.4  1.115     !           *                                              
 1978.1  1.125     !           *                                              
 1978.2  1.137     !            *                                             
 1978.3  1.144     !            *                                             
 1978.4  1.151     !             *                                            
 1979.1  1.174     !             *                                            
 1979.2  1.190     !              *                                           
 1979.3  1.189     !              *                                           
 1979.4  1.189     !              *                                           
 1980.1  1.193     !              *                                           
 1980.2  1.201     !              *                                           
 1980.3  1.213     !               *                                          
 1980.4  1.200     !              *                                           
 1981.1  1.184     !              *                                           
 1981.2  1.217     !               *                                          
 1981.3  1.222     !               *                                          
 1981.4  1.220     !               *                                          
 1982.1  1.230     !                *                                         
 1982.2  1.227     !               *                                          
 1982.3  1.216     !               *                                          
 1982.4  1.216     !               *                                          
 1983.1  1.224     !               *                                          
 1983.2  1.224     !               *                                          
 1983.3  1.216     !               *                                          
 1983.4  1.212     !               *                                          
 1984.1  1.243     !                *                                         
 1984.2  1.259     !                 *                                        
 1984.3  1.278     !                 *                                        
 1984.4  1.294     !                  *                                       
 1985.1  1.309     !                   *                                      
 1985.2  1.332     !                    *                                     
 1985.3  1.356     !                    *                                     
 1985.4  1.382     !                     *                                    
 1986.1  1.392     !                      *                                   
 1986.2  1.416     !                       *                                  
 1986.3  1.427     !                       *                                  
 1986.4  1.440     !                        *                                 
 1987.1  1.458     !                        *                                 
 1987.2  1.466     !                         *                                
 1987.3  1.470     !                         *                                
 1987.4  1.472     !                         *                                
 1988.1  1.479     !                         *                                
 1988.2  1.495     !                          *                               
 1988.3  1.500     !                          *                               
 1988.4  1.500     !                          *                               
 1989.1  1.503     !                          *                               
 1989.2  1.504     !                          *                               
 1989.3  1.526     !                           *                              
 1989.4  1.531     !                           *                              
 1990.1  1.524     !                           *                              
 1990.2  1.513     !                          *                               
 1990.3  1.499     !                          *                               
 1990.4  1.475     !                         *                                
 1991.1  1.471     !                         *                                
 1991.2  1.474     !                         *                                
 1991.3  1.464     !                         *                                
 1991.4  1.463     !                         *                                
 1992.1  1.466     !                         *                                
 1992.2  1.453     !                        *                                 
 1992.3  1.449     !                        *                                 
 1992.4  1.441     !                        *                                 
 1993.1  1.425     !                       *                                  
 1993.2  1.420     !                       *                                  
 1993.3  1.421     !                       *                                  
 1993.4  1.418     !                       *                                  
 1994.1  1.416     !                       *                                  
 1994.2  1.416     !                       *                                  
 1994.3  1.409     !                      *                                   
 1994.4  1.400     !                      *                                   
 1995.1  1.392     !                      *                                   
 1995.2  1.385     !                      *                                   
 1995.3  1.385     !                      *                                   
 1995.4  1.385     !                      *                                   
 1996.1  1.385     !                      *                                   
 1996.2  1.381     !                     *                                    
 1996.3  1.379     !                     *                                    
 1996.4  1.377     !                     *                                    
 1997.1  1.386     !                      *                                   
 1997.2  1.395     !                      *                                   
 1997.3  1.397     !                      *                                   
 1997.4  1.411     !                       *                                  
 1998.1  1.435     !                       *                                  
 1998.2  1.449     !                        *                                 
 1998.3  1.468     !                         *                                
 1998.4  1.485     !                         *                                
 1999.1  1.499     !                          *                               
 1999.2  1.506     !                          *                               
 1999.3  1.528     !                           *                              
 1999.4  1.546     !                            *                             
 2000.1  1.565     !                             *                            
 2000.2  1.598     !                              *                           
 2000.3  1.639     !                               *                          
 2000.4  1.673     !                                 *                        
 2001.1  1.704     !                                  *                       
 2001.2  1.722     !                                   *                      
 2001.3  1.760     !                                    *                     
 2001.4  1.771     !                                     *                    
 2002.1  1.794     !                                     *                    
 2002.2  1.811     !                                      *                   
 2002.3  1.838     !                                       *                  
 2002.4  1.854     !                                        *                 
 2003.1  1.870     !                                        *                 
 2003.2  1.895     !                                         *                
 2003.3  1.920     !                                          *               
 2003.4  1.946     !                                           *              
 2004.1  1.989     !                                             *            
 2004.2  2.032     !                                               *          
 2004.3  2.067     !                                                *         
 2004.4  2.101     !                                                 *        
 2005.1  2.176     !                                                    *     
 2005.2  2.216     !                                                      *   
 2005.3  2.248     !                                                       *  
 2005.4  2.275     !                                                        * 
 2006.1  2.301     !                                                         *
 2006.2  2.259     !                                                       *  
 2006.3  2.234     !                                                      *   
 2006.4  2.234     !                                                      *   
 2007.1  2.191     !                                                     *    
 2007.2  2.126     !                                                  *       
 2007.3  2.073     !                                                *         
 2007.4  1.999     !                                             *            
 2008.1  1.908     !                                          *               
 2008.2  1.806     !                                      *                   
 2008.3  1.727     !                                   *                      
 2008.4  1.658     !                                *                         
 2009.1  1.589     !                             *                            
 2009.2  1.563     !                            *                             
 2009.3  1.556     !                            *                             
 2009.4  1.555     !                            *                             
 2010.1  1.554     !                            *                             
 2010.2  1.556     !                            *                             
 2010.3  1.521     !                           *                              
 2010.4  1.503     !                          *                               
 2011.1  1.483     !                         *                                
 2011.2  1.462     !                         *                                
 2011.3  1.453     !                        *                                 
 2011.4  1.447     !                        *                                 
 2012.1  1.474     !                         *                                
 2012.2  1.496     !                          *                               
 2012.3  1.520     !                           *                              
 2012.4  1.542     !                            *                             
 2013.1  1.604     !                              *                           
 2013.2  1.650     !                                *                         
 2013.3  1.690     !                                 *                        


         Plot of variable(s)
         AH        *

Values for AH      

 1952.1  386.9     *                                                          
 1952.2  398.8     *                                                          
 1952.3  406.6     *                                                          
 1952.4  401.8     *                                                          
 1953.1  397.9     *                                                          
 1953.2  392.9     *                                                          
 1953.3  395.3     *                                                          
 1953.4  416.9     *                                                          
 1954.1  432.7     *                                                          
 1954.2  452.7     *                                                          
 1954.3  479.1     *                                                          
 1954.4  491.9     *                                                          
 1955.1  502.8     *                                                          
 1955.2  529.8     *                                                          
 1955.3  553.7     *                                                          
 1955.4  568.2     *                                                          
 1956.1  596.4     *                                                          
 1956.2  596.5     *                                                          
 1956.3  602.1     *                                                          
 1956.4  632.2     *                                                          
 1957.1  629.1     *                                                          
 1957.2  658.5     *                                                          
 1957.3  645.8     *                                                          
 1957.4  656.5     *                                                          
 1958.1  686.5     *                                                          
 1958.2  713.1     *                                                          
 1958.3  756.3     *                                                          
 1958.4  782.5     *                                                          
 1959.1  795.1     *                                                          
 1959.2  812.0     !*                                                         
 1959.3  812.2     !*                                                         
 1959.4  842.1     !*                                                         
 1960.1  830.3     !*                                                         
 1960.2  844.9     !*                                                         
 1960.3  828.0     !*                                                         
 1960.4  884.3     !*                                                         
 1961.1  936.2     !*                                                         
 1961.2  946.4     !*                                                         
 1961.3  971.5     !*                                                         
 1961.4  1020.     !*                                                         
 1962.1  1017.     !*                                                         
 1962.2  916.1     !*                                                         
 1962.3  947.5     !*                                                         
 1962.4  1045.     !*                                                         
 1963.1  1073.     !*                                                         
 1963.2  1103.     !*                                                         
 1963.3  1130.     !*                                                         
 1963.4  1119.     !*                                                         
 1964.1  1154.     !*                                                         
 1964.2  1185.     !*                                                         
 1964.3  1217.     !*                                                         
 1964.4  1248.     !*                                                         
 1965.1  1275.     !*                                                         
 1965.2  1266.     !*                                                         
 1965.3  1328.     !*                                                         
 1965.4  1392.     !*                                                         
 1966.1  1388.     !*                                                         
 1966.2  1389.     !*                                                         
 1966.3  1346.     !*                                                         
 1966.4  1415.     !*                                                         
 1967.1  1506.     !*                                                         
 1967.2  1535.     !*                                                         
 1967.3  1594.     !*                                                         
 1967.4  1643.     ! *                                                        
 1968.1  1618.     ! *                                                        
 1968.2  1737.     ! *                                                        
 1968.3  1767.     ! *                                                        
 1968.4  1890.     ! *                                                        
 1969.1  1870.     ! *                                                        
 1969.2  1856.     ! *                                                        
 1969.3  1859.     ! *                                                        
 1969.4  1849.     ! *                                                        
 1970.1  1851.     ! *                                                        
 1970.2  1744.     ! *                                                        
 1970.3  1849.     ! *                                                        
 1970.4  1958.     ! *                                                        
 1971.1  2066.     ! *                                                        
 1971.2  2103.     ! *                                                        
 1971.3  2123.     ! *                                                        
 1971.4  2222.     ! *                                                        
 1972.1  2310.     ! *                                                        
 1972.2  2343.     ! *                                                        
 1972.3  2416.     ! *                                                        
 1972.4  2592.     !  *                                                       
 1973.1  2557.     !  *                                                       
 1973.2  2534.     !  *                                                       
 1973.3  2653.     !  *                                                       
 1973.4  2560.     !  *                                                       
 1974.1  2577.     !  *                                                       
 1974.2  2546.     !  *                                                       
 1974.3  2462.     !  *                                                       
 1974.4  2543.     !  *                                                       
 1975.1  2720.     !  *                                                       
 1975.2  2871.     !  *                                                       
 1975.3  2845.     !  *                                                       
 1975.4  2952.     !  *                                                       
 1976.1  3091.     !  *                                                       
 1976.2  3185.     !  *                                                       
 1976.3  3253.     !   *                                                      
 1976.4  3345.     !   *                                                      
 1977.1  3346.     !   *                                                      
 1977.2  3424.     !   *                                                      
 1977.3  3468.     !   *                                                      
 1977.4  3521.     !   *                                                      
 1978.1  3569.     !   *                                                      
 1978.2  3699.     !   *                                                      
 1978.3  3832.     !   *                                                      
 1978.4  3894.     !   *                                                      
 1979.1  4030.     !   *                                                      
 1979.2  4143.     !    *                                                     
 1979.3  4298.     !    *                                                     
 1979.4  4458.     !    *                                                     
 1980.1  4497.     !    *                                                     
 1980.2  4735.     !    *                                                     
 1980.3  4982.     !     *                                                    
 1980.4  5243.     !     *                                                    
 1981.1  5347.     !     *                                                    
 1981.2  5409.     !     *                                                    
 1981.3  5364.     !     *                                                    
 1981.4  5565.     !     *                                                    
 1982.1  5532.     !     *                                                    
 1982.2  5616.     !     *                                                    
 1982.3  5790.     !      *                                                   
 1982.4  6063.     !      *                                                   
 1983.1  6282.     !      *                                                   
 1983.2  6510.     !      *                                                   
 1983.3  6586.     !       *                                                  
 1983.4  6641.     !       *                                                  
 1984.1  6634.     !       *                                                  
 1984.2  6685.     !       *                                                  
 1984.3  6871.     !       *                                                  
 1984.4  6994.     !       *                                                  
 1985.1  7198.     !       *                                                  
 1985.2  7341.     !        *                                                 
 1985.3  7333.     !       *                                                  
 1985.4  7665.     !        *                                                 
 1986.1  7970.     !        *                                                 
 1986.2  8155.     !        *                                                 
 1986.3  8103.     !        *                                                 
 1986.4  8458.     !         *                                                
 1987.1  8929.     !         *                                                
 1987.2  9033.     !          *                                               
 1987.3  9273.     !          *                                               
 1987.4  8969.     !         *                                                
 1988.1  9257.     !          *                                               
 1988.2  9452.     !          *                                               
 1988.3  9592.     !          *                                               
 1988.4  9899.     !           *                                              
 1989.1 0.1015E+05 !           *                                              
 1989.2 0.1039E+05 !           *                                              
 1989.3 0.1073E+05 !            *                                             
 1989.4 0.1095E+05 !            *                                             
 1990.1 0.1090E+05 !            *                                             
 1990.2 0.1106E+05 !            *                                             
 1990.3 0.1078E+05 !            *                                             
 1990.4 0.1126E+05 !            *                                             
 1991.1 0.1174E+05 !             *                                            
 1991.2 0.1172E+05 !             *                                            
 1991.3 0.1193E+05 !             *                                            
 1991.4 0.1244E+05 !              *                                           
 1992.1 0.1244E+05 !              *                                           
 1992.2 0.1245E+05 !              *                                           
 1992.3 0.1265E+05 !              *                                           
 1992.4 0.1315E+05 !               *                                          
 1993.1 0.1345E+05 !               *                                          
 1993.2 0.1359E+05 !               *                                          
 1993.3 0.1382E+05 !               *                                          
 1993.4 0.1416E+05 !                *                                         
 1994.1 0.1418E+05 !                *                                         
 1994.2 0.1424E+05 !                *                                         
 1994.3 0.1447E+05 !                *                                         
 1994.4 0.1462E+05 !                *                                         
 1995.1 0.1506E+05 !                 *                                        
 1995.2 0.1552E+05 !                  *                                       
 1995.3 0.1612E+05 !                  *                                       
 1995.4 0.1671E+05 !                   *                                      
 1996.1 0.1716E+05 !                    *                                     
 1996.2 0.1750E+05 !                    *                                     
 1996.3 0.1775E+05 !                    *                                     
 1996.4 0.1802E+05 !                     *                                    
 1997.1 0.1828E+05 !                     *                                    
 1997.2 0.1958E+05 !                      *                                   
 1997.3 0.2056E+05 !                        *                                 
 1997.4 0.2090E+05 !                        *                                 
 1998.1 0.2240E+05 !                          *                               
 1998.2 0.2267E+05 !                          *                               
 1998.3 0.2150E+05 !                         *                                
 1998.4 0.2363E+05 !                           *                              
 1999.1 0.2400E+05 !                            *                             
 1999.2 0.2498E+05 !                             *                            
 1999.3 0.2453E+05 !                             *                            
 1999.4 0.2736E+05 !                                *                         
 2000.1 0.2818E+05 !                                 *                        
 2000.2 0.2731E+05 !                                *                         
 2000.3 0.2752E+05 !                                *                         
 2000.4 0.2621E+05 !                               *                          
 2001.1 0.2478E+05 !                             *                            
 2001.2 0.2567E+05 !                              *                           
 2001.3 0.2379E+05 !                            *                             
 2001.4 0.2503E+05 !                             *                            
 2002.1 0.2539E+05 !                              *                           
 2002.2 0.2392E+05 !                            *                             
 2002.3 0.2224E+05 !                          *                               
 2002.4 0.2316E+05 !                           *                              
 2003.1 0.2303E+05 !                           *                              
 2003.2 0.2448E+05 !                            *                             
 2003.3 0.2502E+05 !                             *                            
 2003.4 0.2674E+05 !                               *                          
 2004.1 0.2817E+05 !                                 *                        
 2004.2 0.2864E+05 !                                  *                       
 2004.3 0.2889E+05 !                                  *                       
 2004.4 0.3082E+05 !                                    *                     
 2005.1 0.3103E+05 !                                    *                     
 2005.2 0.3158E+05 !                                     *                    
 2005.3 0.3255E+05 !                                      *                   
 2005.4 0.3358E+05 !                                        *                 
 2006.1 0.3489E+05 !                                         *                
 2006.2 0.3471E+05 !                                         *                
 2006.3 0.3521E+05 !                                          *               
 2006.4 0.3723E+05 !                                            *             
 2007.1 0.3834E+05 !                                             *            
 2007.2 0.3926E+05 !                                               *          
 2007.3 0.3979E+05 !                                               *          
 2007.4 0.3920E+05 !                                              *           
 2008.1 0.3769E+05 !                                             *            
 2008.2 0.3701E+05 !                                            *             
 2008.3 0.3534E+05 !                                          *               
 2008.4 0.3169E+05 !                                     *                    
 2009.1 0.3092E+05 !                                    *                     
 2009.2 0.3200E+05 !                                      *                   
 2009.3 0.3379E+05 !                                        *                 
 2009.4 0.3449E+05 !                                         *                
 2010.1 0.3551E+05 !                                          *               
 2010.2 0.3466E+05 !                                         *                
 2010.3 0.3670E+05 !                                           *              
 2010.4 0.3919E+05 !                                              *           
 2011.1 0.4088E+05 !                                                 *        
 2011.2 0.4109E+05 !                                                 *        
 2011.3 0.3856E+05 !                                              *           
 2011.4 0.4032E+05 !                                                *         
 2012.1 0.4215E+05 !                                                  *       
 2012.2 0.4184E+05 !                                                  *       
 2012.3 0.4357E+05 !                                                    *     
 2012.4 0.4443E+05 !                                                     *    
 2013.1 0.4628E+05 !                                                       *  
 2013.2 0.4698E+05 !                                                        * 
 2013.3 0.4782E+05 !                                                         *

GENR AA2=(KH*PKH)/PH;                                                         
Name added to list: AA2             
GENR AA2Z=AA2/POP;                                                            
Name added to list: AA2Z            
GENR AA1=AA-AA2;                                                              
Name added to list: AA1             
PRINTVAR FIXEDF LEVELS AA1 AA2 AA JF UR;                                      
 
          AA1         AA2         AA          JF          UR      
         Level       Level       Level       Level       Level  
1952.1  2709.98728  1913.93331  4623.92059    58.59200     0.03065
1952.2  2776.99831  1975.82673  4752.82504    58.25100     0.02977
1952.3  2827.84277  1981.55976  4809.40253    58.47000     0.03216
1952.4  2759.68891  2020.81610  4780.50501    59.48400     0.02793
1953.1  2736.00773  2039.76434  4775.77207    59.76400     0.02674
1953.2  2698.81838  2082.14493  4780.96331    59.77300     0.02596
1953.3  2706.90380  2132.97406  4839.87786    59.75500     0.02716
1953.4  2819.04019  2118.10782  4937.14802    59.02100     0.03700
1954.1  2925.07551  2132.41255  5057.48805    58.53900     0.05234
1954.2  3055.78619  2163.32287  5219.10906    58.01700     0.05783
1954.3  3248.13311  2234.33143  5482.46454    58.03800     0.05970
1954.4  3303.51545  2277.01943  5580.53488    58.34400     0.05361
1955.1  3352.24487  2285.83624  5638.08111    59.04000     0.04711
1955.2  3479.78864  2329.52047  5809.30911    59.76900     0.04380
1955.3  3602.34205  2377.75908  5980.10114    60.72800     0.04110
1955.4  3677.69140  2426.61582  6104.30721    61.43000     0.04209
1956.1  3848.58475  2481.19953  6329.78429    61.56700     0.04031
1956.2  3822.70736  2516.29438  6339.00175    61.82600     0.04191
1956.3  3828.62896  2540.42124  6369.05020    61.64600     0.04129
1956.4  3962.74353  2545.55005  6508.29358    61.54500     0.04101
1957.1  3913.25310  2564.41630  6477.66940    61.61400     0.03947
1957.2  4060.19954  2598.71802  6658.91756    61.87900     0.04063
1957.3  3961.01410  2619.91290  6580.92700    61.83100     0.04207
1957.4  4011.89443  2637.37785  6649.27228    61.14000     0.04923
1958.1  4161.00207  2600.62074  6761.62281    59.90400     0.06275
1958.2  4301.33905  2635.72114  6937.06018    59.26700     0.07360
1958.3  4560.34411  2690.68517  7251.02928    59.55100     0.07309
1958.4  4689.97506  2737.04876  7427.02382    60.02400     0.06353
1959.1  4740.12149  2718.54129  7458.66278    60.77900     0.05799
1959.2  4815.03213  2762.55246  7577.58458    61.99900     0.05105
1959.3  4787.47680  2791.51116  7578.98796    61.62000     0.05287
1959.4  4930.18211  2830.78627  7760.96838    61.77100     0.05593
1960.1  4850.48670  2888.65665  7739.14334    62.02100     0.05160
1960.2  4888.49389  2889.53113  7778.02502    62.25000     0.05226
1960.3  4782.72567  2911.07273  7693.79841    62.15300     0.05550
1960.4  5069.42083  2915.46867  7984.88950    61.88900     0.06252
1961.1  5369.93267  2915.27694  8285.20962    61.70800     0.06773
1961.2  5419.75673  2970.81445  8390.57118    61.24600     0.06972
1961.3  5525.42956  3007.15196  8532.58152    61.48700     0.06749
1961.4  5748.51789  3046.34470  8794.86259    62.06100     0.06172
1962.1  5713.52106  3073.80667  8787.32773    62.62900     0.05614
1962.2  5167.25836  3092.82446  8260.08282    62.71200     0.05483
1962.3  5306.35950  3105.15385  8411.51335    62.51800     0.05539
1962.4  5782.87118  3137.26956  8920.14074    62.32600     0.05506
1963.1  5928.44983  3165.46730  9093.91713    62.64100     0.05779
1963.2  6077.64250  3169.69496  9247.33746    62.78300     0.05681
1963.3  6204.88810  3214.57077  9419.45887    63.07500     0.05494
1963.4  6124.43016  3232.22322  9356.65338    63.24600     0.05573
1964.1  6281.58900  3226.68545  9508.27446    63.60000     0.05458
1964.2  6407.38967  3274.83449  9682.22416    63.91600     0.05220
1964.3  6546.70135  3285.93906  9832.64040    64.36400     0.04990
1964.4  6698.46538  3346.34473 10044.81011    64.62800     0.04954
1965.1  6771.47403  3348.84166 10120.31568    64.94900     0.04872
1965.2  6717.70229  3370.25396 10087.95625    65.87100     0.04655
1965.3  7031.91709  3388.15280 10420.06989    66.07200     0.04352
1965.4  7296.29644  3438.93722 10735.23366    66.60400     0.04102
1966.1  7233.29469  3415.09484 10648.38953    67.04900     0.03848
1966.2  7172.60218  3533.14189 10705.74407    67.69900     0.03808
1966.3  6915.05872  3511.06015 10426.11888    68.15900     0.03751
1966.4  7168.05887  3574.13013 10742.18900    68.20800     0.03683
1967.1  7605.07505  3589.77842 11194.85347    68.49400     0.03810
1967.2  7695.52545  3614.95570 11310.48115    68.47100     0.03807
1967.3  7949.58769  3645.50052 11595.08821    68.82200     0.03785
1967.4  8118.54884  3706.72400 11825.27284    69.30600     0.03916
1968.1  7876.81755  3753.46029 11630.27784    69.54100     0.03728
1968.2  8327.71749  3797.17463 12124.89212    70.09700     0.03538
1968.3  8388.48306  3808.07464 12196.55770    70.32700     0.03511
1968.4  8853.71652  3945.17382 12798.89034    70.95800     0.03392
1969.1  8662.88695  4012.16089 12675.04784    71.82900     0.03377
1969.2  8484.66009  4041.44134 12526.10143    72.25700     0.03425
1969.3  8398.17474  4043.18220 12441.35694    72.49500     0.03591
1969.4  8262.25615  4097.77719 12360.03334    72.52600     0.03582
1970.1  8212.72844  4079.38279 12292.11123    72.54600     0.04160
1970.2  7675.60090  4157.99272 11833.59362    72.25700     0.04747
1970.3  8094.12887  4125.99525 12220.12412    72.04500     0.05169
1970.4  8443.82704  4181.03830 12624.86535    71.58100     0.05803
1971.1  8757.81512  4212.55241 12970.36752    72.00000     0.05914
1971.2  8839.19501  4278.25244 13117.44744    72.26400     0.05908
1971.3  8846.01689  4330.42179 13176.43868    72.25000     0.05983
1971.4  9136.70598  4388.11196 13524.81794    72.68100     0.05954
1972.1  9427.00443  4521.29028 13948.29471    73.43700     0.05768
1972.2  9502.07055  4571.08378 14073.15434    73.94400     0.05659
1972.3  9685.92901  4678.34377 14364.27278    74.51500     0.05584
1972.4 10254.06147  4846.01976 15100.08122    75.36300     0.05304
1973.1  9985.62116  4890.91981 14876.54097    76.32600     0.04951
1973.2  9757.60215  4977.36701 14734.96916    77.06700     0.04890
1973.3  9993.10964  5104.15148 15097.26112    77.44900     0.04793
1973.4  9507.05203  5162.75222 14669.80425    78.15700     0.04769
1974.1  9325.30164  4992.37406 14317.67570    78.56300     0.05085
1974.2  8982.25155  4858.54219 13840.79374    78.59900     0.05162
1974.3  8469.92725  4777.86899 13247.79623    78.47800     0.05584
1974.4  8603.27985  4836.38539 13439.66524    77.70600     0.06556
1975.1  8996.09848  4955.82221 13951.92069    76.21100     0.08218
1975.2  9379.62320  5073.41957 14453.04277    75.80000     0.08829
1975.3  9083.46468  4962.62694 14046.09162    76.30300     0.08468
1975.4  9251.48516  5010.27686 14261.76202    76.94500     0.08260
1976.1  9588.80781  5060.44964 14649.25744    77.82400     0.07723
1976.2  9787.20279  5220.77800 15007.98078    78.43400     0.07527
1976.3  9830.23218  5250.63736 15080.86954    78.90300     0.07700
1976.4  9964.39706  5332.46634 15296.86340    79.32700     0.07733
1977.1  9817.67101  5426.71365 15244.38466    80.19900     0.07493
1977.2  9873.29590  5605.89249 15479.18839    81.68500     0.07105
1977.3  9845.27015  5724.98596 15570.25611    82.52500     0.06864
1977.4  9821.82933  5862.94125 15684.77058    83.46200     0.06612
1978.1  9858.01002  5986.62290 15844.63292    84.39100     0.06327
1978.2  9963.80400  6113.25517 16077.05917    85.94300     0.05999
1978.3 10186.65169  6270.28730 16456.93899    86.71400     0.06021
1978.4 10128.57508  6378.49408 16507.06916    87.65500     0.05884
1979.1 10308.41377  6578.87687 16887.29064    88.51800     0.05878
1979.2 10358.00870  6730.00151 17088.01021    89.04200     0.05714
1979.3 10480.89067  6802.90722 17283.79789    89.68300     0.05868
1979.4 10607.54576  6861.98625 17469.53201    89.90300     0.05940
1980.1 10390.65691  6920.40941 17311.06632    90.10100     0.06297
1980.2 10676.34112  6958.87569 17635.21681    89.32000     0.07324
1980.3 10965.14647  7051.24451 18016.39099    89.10400     0.07681
1980.4 11245.02598  7010.47663 18255.50261    89.91000     0.07399
1981.1 11110.39417  6868.13495 17978.52911    90.29100     0.07427
1981.2 11086.30532  7121.68989 18207.99521    90.67300     0.07399
1981.3 10814.40558  7198.89518 18013.30076    90.92100     0.07417
1981.4 11113.81548  7234.22396 18348.03944    90.61900     0.08241
1982.1 10931.43976  7332.96136 18264.40112    90.06200     0.08844
1982.2 10988.52317  7331.64512 18320.16829    89.79800     0.09426
1982.3 11177.45839  7254.06941 18431.52779    89.28000     0.09943
1982.4 11563.44809  7252.59806 18816.04615    88.65700     0.10677
1983.1 11920.68052  7295.27577 19215.95629    88.77100     0.10397
1983.2 12181.13283  7280.52443 19461.65726    89.55000     0.10102
1983.3 12160.50980  7269.68899 19430.19879    90.69100     0.09360
1983.4 12118.85874  7283.59213 19402.45088    92.01800     0.08542
1984.1 11955.00459  7489.93364 19444.93823    93.22200     0.07872
1984.2 11925.17945  7638.58040 19563.75986    94.30000     0.07479
1984.3 12147.80777  7803.95895 19951.76673    94.98500     0.07452
1984.4 12275.33417  7942.82746 20218.16162    95.63700     0.07283
1985.1 12508.14436  8075.39116 20583.53552    96.29000     0.07280
1985.2 12651.27172  8260.02797 20911.29969    96.70900     0.07289
1985.3 12527.14285  8438.99944 20966.14229    97.19400     0.07211
1985.4 12997.97080  8670.28887 21668.25967    97.68900     0.07054
1986.1 13436.27877  8765.28060 22201.55937    97.92700     0.07016
1986.2 13782.82817  8976.43545 22759.26362    98.32200     0.07180
1986.3 13595.82650  9092.20064 22688.02714    99.04700     0.06991
1986.4 14152.48040  9248.84340 23401.32380    99.59400     0.06835
1987.1 14790.26574  9405.35055 24195.61629   100.31900     0.06621
1987.2 14805.46657  9508.13870 24313.60527   101.13100     0.06281
1987.3 15014.91104  9592.55809 24607.46913   101.82300     0.06014
1987.4 14449.04747  9673.67352 24122.72099   102.71300     0.05869
1988.1 14755.42653  9788.75300 24544.17952   103.39400     0.05728
1988.2 14909.64531  9954.08884 24863.73415   104.54700     0.05487
1988.3 14974.43218 10055.57522 25030.00740   105.03300     0.05492
1988.4 15255.08214 10130.57672 25385.65886   105.94700     0.05350
1989.1 15466.74465 10202.97596 25669.72060   106.74300     0.05215
1989.2 15599.28694 10259.19683 25858.48377   107.01400     0.05244
1989.3 15971.33940 10468.78186 26440.12127   107.25300     0.05277
1989.4 16202.99753 10576.70161 26779.69913   107.60400     0.05374
1990.1 15870.15135 10536.78359 26406.93494   108.30200     0.05300
1990.2 16035.10584 10521.71974 26556.82558   108.45700     0.05337
1990.3 15442.05750 10459.71836 25901.77585   108.22500     0.05687
1990.4 15867.01545 10303.96222 26170.97767   108.07400     0.06114
1991.1 16465.32100 10259.88820 26725.20920   107.53400     0.06574
1991.2 16359.55808 10292.94067 26652.49875   107.25800     0.06823
1991.3 16522.02330 10226.38409 26748.40739   107.19400     0.06853
1991.4 17109.23920 10213.60762 27322.84683   107.00600     0.07097
1992.1 17068.97029 10274.59741 27343.56770   106.54100     0.07379
1992.2 16990.01171 10246.79868 27236.81039   106.80400     0.07595
1992.3 17178.31677 10275.17949 27453.49626   107.12800     0.07626
1992.4 17779.00356 10294.55318 28073.55674   107.48100     0.07406
1993.1 18049.72748 10245.21840 28294.94588   108.14000     0.07150
1993.2 18087.02040 10260.77164 28347.79204   108.86400     0.07069
1993.3 18351.61000 10329.67569 28681.28569   109.49900     0.06800
1993.4 18670.06068 10358.70329 29028.76398   110.18300     0.06619
1994.1 18574.36482 10397.66117 28972.02599   110.66700     0.06556
1994.2 18518.31902 10451.40974 28969.72877   111.90400     0.06166
1994.3 18672.23109 10477.40714 29149.63822   113.14200     0.06001
1994.4 18729.41848 10486.14190 29215.56039   113.79900     0.05619
1995.1 19202.14446 10517.22582 29719.37028   114.71500     0.05478
1995.2 19673.36737 10556.46928 30229.83665   115.26200     0.05675
1995.3 20281.29311 10616.21863 30897.51174   115.72100     0.05658
1995.4 20872.30755 10668.07544 31540.38299   115.96200     0.05572
1996.1 21317.11859 10740.47042 32057.58900   116.62500     0.05545
1996.2 21561.89145 10779.79465 32341.68610   117.29700     0.05470
1996.3 21763.70752 10841.44485 32605.15237   118.09000     0.05259
1996.4 21871.02449 10868.14493 32739.16943   119.05600     0.05310
1997.1 22061.63381 11025.41734 33087.05116   119.88200     0.05224
1997.2 23511.19422 11136.07095 34647.26517   120.46400     0.04975
1997.3 24526.15900 11251.64505 35777.80405   121.03200     0.04858
1997.4 24835.91759 11433.57584 36269.49343   121.69200     0.04681
1998.1 26561.98352 11712.47460 38274.45811   122.42000     0.04638
1998.2 26834.69838 11926.28685 38760.98523   123.27700     0.04414
1998.3 25377.67981 12169.17044 37546.85025   123.74100     0.04529
1998.4 27749.26788 12412.50698 40161.77486   124.32400     0.04430
1999.1 28104.64777 12624.04937 40728.69713   124.39300     0.04284
1999.2 28991.21167 12767.83904 41759.05071   125.33700     0.04248
1999.3 28303.92081 13042.25961 41346.18043   125.87900     0.04243
1999.4 31330.62467 13291.71794 44622.34260   126.52400     0.04078
2000.1 31920.20869 13585.07516 45505.28385   127.43400     0.04049
2000.2 30803.27222 13983.63926 44786.91147   127.71500     0.03948
2000.3 30801.40065 14456.20002 45257.60066   127.76600     0.04030
2000.4 29201.05781 14854.78151 44055.83932   127.54500     0.03918
2001.1 27459.47776 15198.74901 42658.22676   128.11100     0.04230
2001.2 28294.04555 15463.49998 43757.54553   127.30200     0.04411
2001.3 26219.88737 15896.03103 42115.91840   126.66400     0.04819
2001.4 27516.79562 16085.07192 43601.86753   125.89700     0.05537
2002.1 27813.56009 16387.19711 44200.75720   125.01700     0.05705
2002.2 26019.31397 16638.61717 42657.93114   124.98500     0.05846
2002.3 24086.68916 16965.41408 41052.10324   124.75400     0.05732
2002.4 24974.73837 17242.53147 42217.26984   125.05800     0.05852
2003.1 24612.86838 17510.65809 42123.52647   124.83100     0.05874
2003.2 26080.27627 17853.19199 43933.46826   124.45500     0.06152
2003.3 26453.00100 18230.98111 44683.98211   124.86800     0.06107
2003.4 28103.93268 18634.05329 46737.98596   125.25300     0.05821
2004.1 29301.90267 19192.61259 48494.51527   125.55000     0.05688
2004.2 29501.69685 19794.19256 49295.88941   126.13600     0.05595
2004.3 29544.03349 20345.37437 49889.40786   126.74700     0.05441
2004.4 31234.84601 20865.72907 52100.57508   127.22100     0.05397
2005.1 31215.35776 21777.37489 52992.73265   127.77700     0.05292
2005.2 31473.87812 22360.58549 53834.46361   128.43300     0.05115
2005.3 32010.87395 22888.67365 54899.54760   128.85600     0.04975
2005.4 32727.14994 23386.37223 56113.52218   129.29000     0.04964
2006.1 33784.44346 23851.65424 57636.09770   130.25000     0.04732
2006.2 33332.19030 23606.99100 56939.18130   130.77800     0.04667
2006.3 33594.68729 23524.61208 57119.29938   131.07900     0.04655
2006.4 35515.01541 23704.12022 59219.13564   131.52000     0.04467
2007.1 36243.09884 23384.93389 59628.03272   131.94900     0.04536
2007.2 36791.52965 22796.00528 59587.53494   132.06000     0.04508
2007.3 37030.79307 22286.07986 59316.87293   131.83500     0.04670
2007.4 36160.84054 21553.24060 57714.08114   132.11800     0.04813
2008.1 34582.25066 20659.03565 55241.28631   131.88300     0.05003
2008.2 33657.40761 19584.35545 53241.76305   131.41000     0.05342
2008.3 31879.24972 18771.43702 50650.68674   130.52300     0.06031
2008.4 29135.12305 18054.18975 47189.31280   128.44800     0.06894
2009.1 28615.72459 17299.99382 45915.71841   126.12200     0.08320
2009.2 29548.20919 16932.59278 46480.80197   124.17100     0.09303
2009.3 31008.60337 16820.93015 47829.53352   123.16100     0.09634
2009.4 31372.59188 16783.16068 48155.75256   122.55500     0.09948
2010.1 32171.75447 16790.67949 48962.43395   122.41500     0.09840
2010.2 31381.34606 16825.85420 48207.20026   122.66300     0.09669
2010.3 33125.91449 16443.44515 49569.35964   122.63400     0.09504
2010.4 35226.50547 16284.56138 51511.06685   123.07600     0.09562
2011.1 36502.41811 16059.40137 52561.81948   123.82300     0.09037
2011.2 36415.48255 15826.89139 52242.37394   124.26600     0.09071
2011.3 34190.23832 15768.53855 49958.77687   124.77800     0.09026
2011.4 35668.06782 15704.87673 51372.94455   125.43500     0.08685
2012.1 37069.55993 15997.94787 53067.50779   126.14600     0.08243
2012.2 36729.46571 16264.39416 52993.85987   126.79000     0.08160
2012.3 38111.58636 16554.41752 54666.00388   127.29300     0.08028
2012.4 38764.81807 16808.80616 55573.62423   127.80900     0.07824
2013.1 40250.08244 17486.79072 57736.87316   128.17100     0.07745
2013.2 40849.12219 18032.59877 58881.72096   128.58900     0.07541
2013.3 41406.55518 18502.13015 59908.68533   129.17200     0.07301
@                                                                             
@ Begin experiment 1) and standard errors                                     
@                                                                             
MODEQ 4 AA2Z(-1) FSR AA2Z(-1) AA2Z(-2) AA2Z(-3) ;                             
EQUATION 4  IHHZ1  RHO=2  
   RHS     CNST2  C  DKHZIHL1  KHZ(-1)  YDZ  RMALIHHZ  AA2Z(-1)  
   FSR     CNST2  CNST2(-1)  CNST2(-2)  C  KHZ(-1)  RMALIHHZ  
   FSR     YDZ(-1)  KHZ(-2)  KHZ(-3)  RMALIHHZ(-1)  RMALIHHZ(-2)  
   FSR     YDZ(-2)  LCOGSZ  LJHGSZ  LTRGSZ  LEXZ(-1)  LODHM(-1)  
   FSR     LYNLZ(-1)  PCPD(-1)  LIMZ(-1)  DKHZIHL1  DKHZIHL1(-1)  
   FSR     DKHZIHL1(-2)  IHHZ1(-1)  IHHZ1(-2)  AA2Z(-1)  AA2Z(-2)  
   FSR     AA2Z(-3)  
SMPL 1954.1 2013.3;                                                           
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
2SLS; EST 4; END;                                                             

Equation number =    4
**********************

Dependent variable = IHHZ1   

 1954.1 -   2013.3,    0 missing obs.,  239 obs. used.

First stage regressors 

  359 CNST2    (  0)
  359 CNST2    ( -1)
  359 CNST2    ( -2)
   40 C        (  0)
  411 KHZ      ( -1)
  463 RMALIHHZ (  0)
  407 YDZ      ( -1)
  411 KHZ      ( -2)
  411 KHZ      ( -3)
  463 RMALIHHZ ( -1)
  463 RMALIHHZ ( -2)
  407 YDZ      ( -2)
  425 LCOGSZ   (  0)
  427 LJHGSZ   (  0)
  429 LTRGSZ   (  0)
  434 LEXZ     ( -1)
  431 LODHM    ( -1)
  410 LYNLZ    ( -1)
  419 PCPD     ( -1)
  446 LIMZ     ( -1)
  484 DKHZIHL1 (  0)
  484 DKHZIHL1 ( -1)
  484 DKHZIHL1 ( -2)
  485 IHHZ1    ( -1)
  485 IHHZ1    ( -2)
19027 AA2Z     ( -1)
19027 AA2Z     ( -2)
19027 AA2Z     ( -3)

Iter   Rhos:  1            2
   1     0.392344975  0.129843648
   2     0.436915906  0.192360330
   3     0.476825626  0.239801918
   4     0.519442578  0.284806628
   5     0.561680757  0.317253923
   6     0.594067994  0.324704672
   7     0.610904637  0.323292172
   8     0.617979098  0.323086295
   9     0.621168802  0.323575077
  10     0.622829556  0.324128946
  11     0.623809469  0.324582700
  12     0.624439185  0.324925469
  13     0.624866168  0.325179074
  14     0.625165648  0.325366281
  15     0.625380393  0.325504905
  16     0.625536709  0.325607987
  17     0.625651701  0.325684941
  18     0.625736934  0.325742578
  19     0.625800459  0.325785859
  20     0.625847998  0.325818427
  21     0.625883680  0.325842971
  22     0.625910524  0.325861491
  23     0.625930752  0.325875478
  24     0.625946014  0.325886049
  25     0.625957540  0.325894042
  26     0.625966251  0.325900089

Number of iterations for RHO =   26


Mean of dependent variable        0.000416100

                     Coef est             SE           T statistic      Mean
  359 CNST2   (  0)       0.136859399       0.078211930   1.74985     0.583682
   40 C       (  0)       0.889073702       0.213869772   4.15708     1.000000
  484 DKHZIHL1(  0)       0.379353869       0.051649148   7.34482    -0.245763
  411 KHZ     ( -1)      -0.037727315       0.008373536  -4.50554    39.409752
  407 YDZ     (  0)       0.078980993       0.032964144   2.39597     6.883520
  463 RMALIHHZ(  0)      -0.025881100       0.004810360  -5.38028     3.401850
19027 AA2Z    ( -1)       0.003678969       0.000974698   3.77447    47.039551
    0 RHO     ( -1)       0.625966251       0.071563351   8.74702     0.000000
    0 RHO     ( -2)       0.325900089       0.069673388   4.67754     0.000000

SE of equation            =     0.015419671
Sum of squared residuals  = 0.546862386E-01   0.637762633E-04
Average absolute error    =     0.011234921
Sum of ABS residuals      =  2.68514617    
R squared                 =   0.44590
Durbin-Watson statistic   =   1.99340
Overid test: p-value      = 0.06506         (df =  21)
SMPL and No. Obs.         = 1954.1   2013.3    239
UDU for 2SLS              = 0.721783421E-02
@                                                                             
@ Begin work for getting standard errors                                      
@                                                                             
@ Create residuals as estimation proceeds for estimation SMPLs:               
SETLA 118 1;                                                                  
LA( 118) changed from           0 TO           1
@ Estimate for computing historical errors:                                   
INPUT FILE=MCESSTR2.INP;                                                      
Control passed to data set MCESSTR2.INP    
2SLS NOPRINT;                                                                 
@US                                                                           
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST     1  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST     2  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST     3  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST     4  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST     5  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST     6  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST     7  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST     8  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST     9  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    10  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    11  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    12  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    13  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    14  ;                                                                  
 SMPL 1956.1 2013.3 ;                                                         
Sample period is now  1956.1 to  2013.3 Internally:    17 to   247
EST    15  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    16  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    17  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    18  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    19  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    20  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    21  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    22  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    23  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    24  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    25  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    26  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    27  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    28  ;                                                                  
 SMPL 1954.1 2013.3 ;                                                         
Sample period is now  1954.1 to  2013.3 Internally:     9 to   247
EST    29  ;                                                                  
 SMPL 1954.1 2008.3 ;                                                         
Sample period is now  1954.1 to  2008.3 Internally:     9 to   227
EST    30  ;                                                                  
 SMPL 1962.1 2012.4 ;                                                         
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST    31  ;                                                                  
@ CA                                                                          
 SMPL  1961.2  2013.2  ;                                                      
Sample period is now  1961.2 to  2013.2 Internally:    38 to   246
EST    32  ;                                                                  
 SMPL  1961.2  2013.2  ;                                                      
Sample period is now  1961.2 to  2013.2 Internally:    38 to   246
EST    33  ;                                                                  
 SMPL  1961.2  2013.2  ;                                                      
Sample period is now  1961.2 to  2013.2 Internally:    38 to   246
EST    34  ;                                                                  
 SMPL  1961.2  2013.2  ;                                                      
Sample period is now  1961.2 to  2013.2 Internally:    38 to   246
EST    35  ;                                                                  
 SMPL  1968.1  2008.4  ;                                                      
Sample period is now  1968.1 to  2008.4 Internally:    65 to   228
EST    36  ;                                                                  
 SMPL  1972.2  2013.2  ;                                                      
Sample period is now  1972.2 to  2013.2 Internally:    82 to   246
EST    37  ;                                                                  
 SMPL  1961.2  2013.2  ;                                                      
Sample period is now  1961.2 to  2013.2 Internally:    38 to   246
EST    38  ;                                                                  
 SMPL  1972.2  2013.2  ;                                                      
Sample period is now  1972.2 to  2013.2 Internally:    82 to   246
EST    39  ;                                                                  
 SMPL  1972.2  1997.3  ;                                                      
Sample period is now  1972.2 to  1997.3 Internally:    82 to   183
EST    40  ;                                                                  
 SMPL  1961.2  2012.4  ;                                                      
Sample period is now  1961.2 to  2012.4 Internally:    38 to   244
EST    41  ;                                                                  
 SMPL  1961.2  2013.2  ;                                                      
Sample period is now  1961.2 to  2013.2 Internally:    38 to   246
EST    42  ;                                                                  
@ JA                                                                          
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST    43  ;                                                                  
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST    44  ;                                                                  
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST    45  ;                                                                  
 SMPL  1972.2  2013.2  ;                                                      
Sample period is now  1972.2 to  2013.2 Internally:    82 to   246
EST    46  ;                                                                  
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST    47  ;                                                                  
 SMPL  1972.2  2013.2  ;                                                      
Sample period is now  1972.2 to  2013.2 Internally:    82 to   246
EST    48  ;                                                                  
 SMPL  1972.2  2006.3  ;                                                      
Sample period is now  1972.2 to  2006.3 Internally:    82 to   219
EST    49  ;                                                                  
 SMPL  1966.1  2012.4  ;                                                      
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
EST    50  ;                                                                  
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST    51  ;                                                                  
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST    52  ;                                                                  
@ AU                                                                          
 SMPL  1970.1 2013.1 ;                                                        
Sample period is now  1970.1 to  2013.1 Internally:    73 to   245
EST    53  ;                                                                  
 SMPL  1970.1  2013.1  ;                                                      
Sample period is now  1970.1 to  2013.1 Internally:    73 to   245
EST    54  ;                                                                  
 SMPL  1970.1  2013.1  ;                                                      
Sample period is now  1970.1 to  2013.1 Internally:    73 to   245
EST    55  ;                                                                  
 SMPL  1970.1 2013.1 ;                                                        
Sample period is now  1970.1 to  2013.1 Internally:    73 to   245
EST    56  ;                                                                  
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST    57  ;                                                                  
 SMPL  1970.1  1998.4  ;                                                      
Sample period is now  1970.1 to  1998.4 Internally:    73 to   188
EST    58  ;                                                                  
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST    59  ;                                                                  
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST    60  ;                                                                  
 SMPL  1970.1  2012.4  ;                                                      
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
EST    61  ;                                                                  
 SMPL  1970.1  2013.1 ;                                                       
Sample period is now  1970.1 to  2013.1 Internally:    73 to   245
EST    62  ;                                                                  
 SMPL  1970.1  2013.1 ;                                                       
Sample period is now  1970.1 to  2013.1 Internally:    73 to   245
EST    63 ;                                                                   
@ FR                                                                          
 SMPL  1961.1 2012.4 ;                                                        
Sample period is now  1961.1 to  2012.4 Internally:    37 to   244
EST    64  ;                                                                  
 SMPL  1961.1  2012.4  ;                                                      
Sample period is now  1961.1 to  2012.4 Internally:    37 to   244
EST    65  ;                                                                  
 SMPL  1961.1  2012.4  ;                                                      
Sample period is now  1961.1 to  2012.4 Internally:    37 to   244
EST    66  ;                                                                  
 SMPL  1961.1  2012.4  ;                                                      
Sample period is now  1961.1 to  2012.4 Internally:    37 to   244
EST    67  ;                                                                  
 SMPL  1961.1 2012.4 ;                                                        
Sample period is now  1961.1 to  2012.4 Internally:    37 to   244
EST    68  ;                                                                  
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST    69  ;                                                                  
 SMPL  1961.1  1998.4  ;                                                      
Sample period is now  1961.1 to  1998.4 Internally:    37 to   188
EST    70  ;                                                                  
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST    71  ;                                                                  
 SMPL  1972.2  1989.3  ;                                                      
Sample period is now  1972.2 to  1989.3 Internally:    82 to   151
EST    72  ;                                                                  
 SMPL  1961.1  2012.4  ;                                                      
Sample period is now  1961.1 to  2012.4 Internally:    37 to   244
EST    73  ;                                                                  
 SMPL  1961.2 2012.4 ;                                                        
Sample period is now  1961.2 to  2012.4 Internally:    38 to   244
EST    74  ;                                                                  
@ GE                                                                          
@ SPECIAL GE                                                                  
 SMPL  1971.1  2012.4  ;                                                      
Sample period is now  1971.1 to  2012.4 Internally:    77 to   244
EST    75  ;                                                                  
 SMPL  1963.1  2013.2  ;                                                      
Sample period is now  1963.1 to  2013.2 Internally:    45 to   246
EST    76  ;                                                                  
 SMPL  1963.1  2013.2  ;                                                      
Sample period is now  1963.1 to  2013.2 Internally:    45 to   246
EST    77  ;                                                                  
 SMPL  1963.1  2013.2  ;                                                      
Sample period is now  1963.1 to  2013.2 Internally:    45 to   246
EST    78  ;                                                                  
@ SPECIAL GE                                                                  
 SMPL  1966.1 2012.4 ;                                                        
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
EST    79  ;                                                                  
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST    80  ;                                                                  
 SMPL  1963.1  2013.2  ;                                                      
Sample period is now  1963.1 to  2013.2 Internally:    45 to   246
EST    81  ;                                                                  
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST    82  ;                                                                  
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST    83  ;                                                                  
 SMPL  1963.1  2012.4  ;                                                      
Sample period is now  1963.1 to  2012.4 Internally:    45 to   244
EST    84  ;                                                                  
 SMPL  1963.1  2013.2  ;                                                      
Sample period is now  1963.1 to  2013.2 Internally:    45 to   246
EST    85  ;                                                                  
@ IT                                                                          
 SMPL  1961.1  2013.1  ;                                                      
Sample period is now  1961.1 to  2013.1 Internally:    37 to   245
EST    86  ;                                                                  
 SMPL  1961.1  2013.1  ;                                                      
Sample period is now  1961.1 to  2013.1 Internally:    37 to   245
EST    87  ;                                                                  
 SMPL  1961.1  2013.1 ;                                                       
Sample period is now  1961.1 to  2013.1 Internally:    37 to   245
EST    88  ;                                                                  
 SMPL  1961.1  2013.1  ;                                                      
Sample period is now  1961.1 to  2013.1 Internally:    37 to   245
EST    89  ;                                                                  
 SMPL  1961.1  2013.1  ;                                                      
Sample period is now  1961.1 to  2013.1 Internally:    37 to   245
EST    90  ;                                                                  
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST    91  ;                                                                  
 SMPL  1961.1  1998.4  ;                                                      
Sample period is now  1961.1 to  1998.4 Internally:    37 to   188
EST    92  ;                                                                  
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST    93  ;                                                                  
@ SPECIAL IT                                                                  
 SMPL  1976.3 1998.4 ;                                                        
Sample period is now  1976.3 to  1998.4 Internally:    99 to   188
EST    94  ;                                                                  
 SMPL  1961.1  2012.4  ;                                                      
Sample period is now  1961.1 to  2012.4 Internally:    37 to   244
EST    95  ;                                                                  
 SMPL  1961.1  2013.1  ;                                                      
Sample period is now  1961.1 to  2013.1 Internally:    37 to   245
EST    96  ;                                                                  
@ NE                                                                          
 SMPL  1961.1 2013.1 ;                                                        
Sample period is now  1961.1 to  2013.1 Internally:    37 to   245
EST    97  ;                                                                  
@ SPECIAL NE                                                                  
 SMPL 1967.1 2013.1 ;                                                         
Sample period is now  1967.1 to  2013.1 Internally:    61 to   245
EST    98  ;                                                                  
 SMPL  1961.1  2013.1  ;                                                      
Sample period is now  1961.1 to  2013.1 Internally:    37 to   245
EST    99  ;                                                                  
@ SPECIAL NE                                                                  
 SMPL  1967.1 2013.1 ;                                                        
Sample period is now  1967.1 to  2013.1 Internally:    61 to   245
EST   100  ;                                                                  
 SMPL  1961.1  2012.4  ;                                                      
Sample period is now  1961.1 to  2012.4 Internally:    37 to   244
EST   101  ;                                                                  
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST   102  ;                                                                  
 SMPL  1961.1  1998.4  ;                                                      
Sample period is now  1961.1 to  1998.4 Internally:    37 to   188
EST   103  ;                                                                  
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST   104  ;                                                                  
 SMPL  1972.2  1990.4  ;                                                      
Sample period is now  1972.2 to  1990.4 Internally:    82 to   156
EST   105  ;                                                                  
 SMPL  1961.1  2012.4  ;                                                      
Sample period is now  1961.1 to  2012.4 Internally:    37 to   244
EST   106  ;                                                                  
 SMPL  1961.1  2013.1 ;                                                       
Sample period is now  1961.1 to  2013.1 Internally:    37 to   245
EST   107  ;                                                                  
@ ST                                                                          
 SMPL  1971.1  2013.2  ;                                                      
Sample period is now  1971.1 to  2013.2 Internally:    77 to   246
EST   108  ;                                                                  
@ SPECIAL ST                                                                  
 SMPL  1977.1  2013.2  ;                                                      
Sample period is now  1977.1 to  2013.2 Internally:   101 to   246
EST   109  ;                                                                  
 SMPL  1971.1  2013.2  ;                                                      
Sample period is now  1971.1 to  2013.2 Internally:    77 to   246
EST   110  ;                                                                  
 SMPL  1971.1  2013.2  ;                                                      
Sample period is now  1971.1 to  2013.2 Internally:    77 to   246
EST   111  ;                                                                  
 SMPL  1976.1  2013.1  ;                                                      
Sample period is now  1976.1 to  2013.1 Internally:    97 to   245
EST   112  ;                                                                  
 SMPL  1972.2  2013.2  ;                                                      
Sample period is now  1972.2 to  2013.2 Internally:    82 to   246
EST   113  ;                                                                  
 SMPL  1971.1  2013.2  ;                                                      
Sample period is now  1971.1 to  2013.2 Internally:    77 to   246
EST   114  ;                                                                  
@ SPECIAL ST                                                                  
 SMPL  1977.1  2013.2  ;                                                      
Sample period is now  1977.1 to  2013.2 Internally:   101 to   246
EST   115  ;                                                                  
 SMPL  1972.2  2013.2  ;                                                      
Sample period is now  1972.2 to  2013.2 Internally:    82 to   246
EST   116  ;                                                                  
 SMPL  1971.1  2012.4  ;                                                      
Sample period is now  1971.1 to  2012.4 Internally:    77 to   244
EST   117  ;                                                                  
 SMPL  1971.1  2013.2  ;                                                      
Sample period is now  1971.1 to  2013.2 Internally:    77 to   246
EST   118  ;                                                                  
@ SPECIAL ST                                                                  
 SMPL  1977.1  2013.2  ;                                                      
Sample period is now  1977.1 to  2013.2 Internally:   101 to   246
EST   119  ;                                                                  
@ UK                                                                          
 SMPL  1961.1  2013.2  ;                                                      
Sample period is now  1961.1 to  2013.2 Internally:    37 to   246
EST   120  ;                                                                  
 SMPL  1961.1  2013.2  ;                                                      
Sample period is now  1961.1 to  2013.2 Internally:    37 to   246
EST   121  ;                                                                  
 SMPL  1961.1  2013.2  ;                                                      
Sample period is now  1961.1 to  2013.2 Internally:    37 to   246
EST   122  ;                                                                  
 SMPL  1961.1  2013.2  ;                                                      
Sample period is now  1961.1 to  2013.2 Internally:    37 to   246
EST   123  ;                                                                  
 SMPL  1971.2  2006.1  ;                                                      
Sample period is now  1971.2 to  2006.1 Internally:    78 to   217
EST   124  ;                                                                  
 SMPL  1972.2  2013.2  ;                                                      
Sample period is now  1972.2 to  2013.2 Internally:    82 to   246
EST   125  ;                                                                  
 SMPL  1961.1  2013.2  ;                                                      
Sample period is now  1961.1 to  2013.2 Internally:    37 to   246
EST   126  ;                                                                  
 SMPL  1972.2  2013.2  ;                                                      
Sample period is now  1972.2 to  2013.2 Internally:    82 to   246
EST   127  ;                                                                  
 SMPL  1972.2  2006.3  ;                                                      
Sample period is now  1972.2 to  2006.3 Internally:    82 to   219
EST   128  ;                                                                  
 SMPL  1961.1  2012.4  ;                                                      
Sample period is now  1961.1 to  2012.4 Internally:    37 to   244
EST   129  ;                                                                  
 SMPL  1961.1  2013.2  ;                                                      
Sample period is now  1961.1 to  2013.2 Internally:    37 to   246
EST   130  ;                                                                  
@ FI                                                                          
@ SPECIAL FI                                                                  
 SMPL  1965.1  2013.2  ;                                                      
Sample period is now  1965.1 to  2013.2 Internally:    53 to   246
EST   131  ;                                                                  
 SMPL  1961.1  2013.2  ;                                                      
Sample period is now  1961.1 to  2013.2 Internally:    37 to   246
EST   132  ;                                                                  
 SMPL  1961.1  2013.2  ;                                                      
Sample period is now  1961.1 to  2013.2 Internally:    37 to   246
EST   133  ;                                                                  
 SMPL  1961.1  2013.2  ;                                                      
Sample period is now  1961.1 to  2013.2 Internally:    37 to   246
EST   134  ;                                                                  
@ SPECIAL FI                                                                  
 SMPL  1970.1 2012.4 ;                                                        
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
EST   135  ;                                                                  
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST   136  ;                                                                  
 SMPL  1972.2  1998.4  ;                                                      
Sample period is now  1972.2 to  1998.4 Internally:    82 to   188
EST   137  ;                                                                  
 SMPL  1972.2  1989.3  ;                                                      
Sample period is now  1972.2 to  1989.3 Internally:    82 to   151
EST   138  ;                                                                  
 SMPL  1961.1  2012.4  ;                                                      
Sample period is now  1961.1 to  2012.4 Internally:    37 to   244
EST   139  ;                                                                  
 SMPL 1961.1 2013.2 ;                                                         
Sample period is now  1961.1 to  2013.2 Internally:    37 to   246
EST   140  ;                                                                  
 SMPL 1961.1 2013.2 ;                                                         
Sample period is now  1961.1 to  2013.2 Internally:    37 to   246
EST   141  ;                                                                  
@ AS                                                                          
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST   142  ;                                                                  
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST   143  ;                                                                  
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST   144  ;                                                                  
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST   145  ;                                                                  
@ SPECIAL AS                                                                  
 SMPL  1969.1  2013.2  ;                                                      
Sample period is now  1969.1 to  2013.2 Internally:    69 to   246
EST   146  ;                                                                  
 SMPL  1966.1  2012.4  ;                                                      
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
EST   147  ;                                                                  
 SMPL  1972.2  2013.2  ;                                                      
Sample period is now  1972.2 to  2013.2 Internally:    82 to   246
EST   148  ;                                                                  
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST   149  ;                                                                  
 SMPL  1972.2  2013.2  ;                                                      
Sample period is now  1972.2 to  2013.2 Internally:    82 to   246
EST   150  ;                                                                  
@ SPECIAL AS                                                                  
 SMPL  1976.1  2006.4 ;                                                       
Sample period is now  1976.1 to  2006.4 Internally:    97 to   220
EST   151  ;                                                                  
 SMPL  1966.1  2012.4  ;                                                      
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
EST   152  ;                                                                  
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST   153  ;                                                                  
 SMPL  1966.1  2013.2  ;                                                      
Sample period is now  1966.1 to  2013.2 Internally:    57 to   246
EST   154  ;                                                                  
@ SO                                                                          
 SMPL  1962.1 2012.4 ;                                                        
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   155  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   156  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   157  ;                                                                  
 SMPL  1962.1 2012.4 ;                                                        
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   158  ;                                                                  
 SMPL  1972.2  2012.4  ;                                                      
Sample period is now  1972.2 to  2012.4 Internally:    82 to   244
EST   159  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   160  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   161  ;                                                                  
@ KO                                                                          
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   162  ;                                                                  
 SMPL  1974.1 2012.4 ;                                                        
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   163  ;                                                                  
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   164  ;                                                                  
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   165  ;                                                                  
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   166  ;                                                                  
 SMPL  1974.1 2012.4 ;                                                        
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   167  ;                                                                  
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   168  ;                                                                  
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   169  ;                                                                  
@ BE                                                                          
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   170  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   171  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   172  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   173  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   174  ;                                                                  
 SMPL  1972.1  1998.4  ;                                                      
Sample period is now  1972.1 to  1998.4 Internally:    81 to   188
EST   175  ;                                                                  
 SMPL  1962.1  1998.4  ;                                                      
Sample period is now  1962.1 to  1998.4 Internally:    41 to   188
EST   176  ;                                                                  
 SMPL  1972.1  1998.4  ;                                                      
Sample period is now  1972.1 to  1998.4 Internally:    81 to   188
EST   177  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   178  ;                                                                  
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   179  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   180  ;                                                                  
@ DE                                                                          
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   181  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   182  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   183  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   184  ;                                                                  
@ SPECIAL DE                                                                  
 SMPL 1962.1 2008.4 ;                                                         
Sample period is now  1962.1 to  2008.4 Internally:    41 to   228
EST   185  ;                                                                  
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   186  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   187  ;                                                                  
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   188  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   189  ;                                                                  
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   190  ;                                                                  
@ NO                                                                          
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   191  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   192  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   193  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   194  ;                                                                  
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   195  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   196  ;                                                                  
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   197  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   198  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   199  ;                                                                  
@ SW                                                                          
 SMPL  1965.1  2012.4  ;                                                      
Sample period is now  1965.1 to  2012.4 Internally:    53 to   244
EST   200  ;                                                                  
 SMPL  1965.1  2012.4  ;                                                      
Sample period is now  1965.1 to  2012.4 Internally:    53 to   244
EST   201  ;                                                                  
 SMPL  1965.1  2012.4  ;                                                      
Sample period is now  1965.1 to  2012.4 Internally:    53 to   244
EST   202  ;                                                                  
 SMPL  1965.1  2012.4  ;                                                      
Sample period is now  1965.1 to  2012.4 Internally:    53 to   244
EST   203  ;                                                                  
@ SPECIAL SW                                                                  
 SMPL 1965.1 2008.4 ;                                                         
Sample period is now  1965.1 to  2008.4 Internally:    53 to   228
EST   204  ;                                                                  
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   205  ;                                                                  
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   206  ;                                                                  
 SMPL  1965.1  2012.4  ;                                                      
Sample period is now  1965.1 to  2012.4 Internally:    53 to   244
EST   207  ;                                                                  
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
 SMPL  1965.1  2012.4  ;                                                      
Sample period is now  1965.1 to  2012.4 Internally:    53 to   244
EST   208  ;                                                                  
 SMPL  1965.1  2012.4  ;                                                      
Sample period is now  1965.1 to  2012.4 Internally:    53 to   244
EST   209  ;                                                                  
@ GR                                                                          
 SMPL  1962.1  2009.4  ;                                                      
Sample period is now  1962.1 to  2009.4 Internally:    41 to   232
EST   210  ;                                                                  
 SMPL  1962.1  2009.4  ;                                                      
Sample period is now  1962.1 to  2009.4 Internally:    41 to   232
EST   211  ;                                                                  
 SMPL  1962.1  2009.4  ;                                                      
Sample period is now  1962.1 to  2009.4 Internally:    41 to   232
EST   212  ;                                                                  
 SMPL  1972.1  2000.4  ;                                                      
Sample period is now  1972.1 to  2000.4 Internally:    81 to   196
EST   213  ;                                                                  
@ IR                                                                          
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   214  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   215  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   216  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   217  ;                                                                  
@ SPECIAL IR                                                                  
 SMPL  1983.1 2012.4 ;                                                        
Sample period is now  1983.1 to  2012.4 Internally:   125 to   244
EST   218  ;                                                                  
 SMPL  1972.1  1998.4  ;                                                      
Sample period is now  1972.1 to  1998.4 Internally:    81 to   188
EST   219  ;                                                                  
 SMPL  1962.1  1998.4  ;                                                      
Sample period is now  1962.1 to  1998.4 Internally:    41 to   188
EST   220  ;                                                                  
 SMPL  1972.1  1998.4  ;                                                      
Sample period is now  1972.1 to  1998.4 Internally:    81 to   188
EST   221  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   222  ;                                                                  
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   223  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   224  ;                                                                  
@ PO                                                                          
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   225  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   226  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   227  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   228  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   229  ;                                                                  
 SMPL  1972.1  1998.4  ;                                                      
Sample period is now  1972.1 to  1998.4 Internally:    81 to   188
EST   230  ;                                                                  
 SMPL  1962.1  1998.4  ;                                                      
Sample period is now  1962.1 to  1998.4 Internally:    41 to   188
EST   231  ;                                                                  
 SMPL  1972.1  1998.4  ;                                                      
Sample period is now  1972.1 to  1998.4 Internally:    81 to   188
EST   232  ;                                                                  
@ SP                                                                          
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   233  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   234  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   235  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   236  ;                                                                  
@ SPECIAL SP                                                                  
 SMPL  1962.1  2004.4  ;                                                      
Sample period is now  1962.1 to  2004.4 Internally:    41 to   212
EST   237  ;                                                                  
 SMPL  1972.1  1998.4  ;                                                      
Sample period is now  1972.1 to  1998.4 Internally:    81 to   188
EST   238  ;                                                                  
 SMPL  1972.1  1998.4  ;                                                      
Sample period is now  1972.1 to  1998.4 Internally:    81 to   188
EST   239  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   240  ;                                                                  
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
@ NZ                                                                          
 SMPL  1962.1  2011.4  ;                                                      
Sample period is now  1962.1 to  2011.4 Internally:    41 to   240
EST   241  ;                                                                  
 SMPL  1962.1  2011.4  ;                                                      
Sample period is now  1962.1 to  2011.4 Internally:    41 to   240
EST   242  ;                                                                  
 SMPL  1962.1  2011.4  ;                                                      
Sample period is now  1962.1 to  2011.4 Internally:    41 to   240
EST   243  ;                                                                  
 SMPL  1962.1  2011.4  ;                                                      
Sample period is now  1962.1 to  2011.4 Internally:    41 to   240
EST   244  ;                                                                  
@ SPECIAL NZ                                                                  
 SMPL  1979.1  2011.4  ;                                                      
Sample period is now  1979.1 to  2011.4 Internally:   109 to   240
EST   245  ;                                                                  
@ SPECIAL NZ                                                                  
 SMPL  1989.1  2011.4  ;                                                      
Sample period is now  1989.1 to  2011.4 Internally:   149 to   240
EST   246  ;                                                                  
@ SPECIAL NZ                                                                  
 SMPL  1978.1  2011.4  ;                                                      
Sample period is now  1978.1 to  2011.4 Internally:   105 to   240
EST   247  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   248  ;                                                                  
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
@ SA                                                                          
 SMPL  1970.1  2012.4  ;                                                      
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
EST   249  ;                                                                  
 SMPL  1970.1  2012.4  ;                                                      
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
EST   250  ;                                                                  
@ VE                                                                          
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   251  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   252  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   253  ;                                                                  
@ CO                                                                          
 SMPL  1970.1  2012.4  ;                                                      
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
EST   254  ;                                                                  
 SMPL  1970.1  2012.4  ;                                                      
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
EST   255  ;                                                                  
 SMPL  1970.1  2012.4  ;                                                      
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
EST   256  ;                                                                  
@ SPECIAL CO                                                                  
 SMPL  1978.1  2012.4  ;                                                      
Sample period is now  1978.1 to  2012.4 Internally:   105 to   244
EST   257  ;                                                                  
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
@ JO                                                                          
 SMPL  1978.1  2009.4  ;                                                      
Sample period is now  1978.1 to  2009.4 Internally:   105 to   232
EST   258  ;                                                                  
 SMPL  1978.1  2009.4  ;                                                      
Sample period is now  1978.1 to  2009.4 Internally:   105 to   232
EST   259  ;                                                                  
@ SY                                                                          
 SMPL  1965.1  2009.4  ;                                                      
Sample period is now  1965.1 to  2009.4 Internally:    53 to   232
EST   260  ;                                                                  
 SMPL  1965.1  2009.4  ;                                                      
Sample period is now  1965.1 to  2009.4 Internally:    53 to   232
EST   261  ;                                                                  
 SMPL  1965.1  2009.4  ;                                                      
Sample period is now  1965.1 to  2009.4 Internally:    53 to   232
EST   262  ;                                                                  
@ ID                                                                          
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   263  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   264  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   265  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   266  ;                                                                  
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   267  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   268  ;                                                                  
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
@ MA                                                                          
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   269  ;                                                                  
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   270  ;                                                                  
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   271  ;                                                                  
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   272  ;                                                                  
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
@ PA                                                                          
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   273  ;                                                                  
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   274  ;                                                                  
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   275  ;                                                                  
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   276  ;                                                                  
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   277  ;                                                                  
@ SPECIAL PA                                                                  
 SMPL 1974.1 2007.4 ;                                                         
Sample period is now  1974.1 to  2007.4 Internally:    89 to   224
EST   278  ;                                                                  
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   279  ;                                                                  
 SMPL  1974.1  2012.4  ;                                                      
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
EST   280  ;                                                                  
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
@ PH                                                                          
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   281  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   282  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   283  ;                                                                  
@ SPECIAL PH                                                                  
 SMPL 1962.1 2007.4 ;                                                         
Sample period is now  1962.1 to  2007.4 Internally:    41 to   224
EST   284  ;                                                                  
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   285  ;                                                                  
 SMPL  1972.1  2012.4  ;                                                      
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
EST   286  ;                                                                  
@ TH                                                                          
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   287  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   288  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   289  ;                                                                  
@ SPECIAL TH                                                                  
 SMPL 1978.1 2012.4 ;                                                         
Sample period is now  1978.1 to  2012.4 Internally:   105 to   244
EST   290  ;                                                                  
 SMPL  1962.1  2012.4  ;                                                      
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
EST   291  ;                                                                  
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
@ CH                                                                          
 SMPL  1984.1  2011.4  ;                                                      
Sample period is now  1984.1 to  2011.4 Internally:   129 to   240
EST   292  ;                                                                  
 SMPL  1984.1  2011.4  ;                                                      
Sample period is now  1984.1 to  2011.4 Internally:   129 to   240
EST   293  ;                                                                  
 SMPL  1984.1  2011.4  ;                                                      
Sample period is now  1984.1 to  2011.4 Internally:   129 to   240
EST   294  ;                                                                  
 SMPL  1984.1  2011.4  ;                                                      
Sample period is now  1984.1 to  2011.4 Internally:   129 to   240
EST   295  ;                                                                  
 SMPL  1984.1  2012.4  ;                                                      
Sample period is now  1984.1 to  2012.4 Internally:   129 to   244
EST   296  ;                                                                  
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
@ AR                                                                          
 SMPL  1994.1  2012.4  ;                                                      
Sample period is now  1994.1 to  2012.4 Internally:   169 to   244
EST   297  ;                                                                  
@ BR                                                                          
 SMPL  1995.1  2011.4  ;                                                      
Sample period is now  1995.1 to  2011.4 Internally:   173 to   240
EST   298  ;                                                                  
 SMPL  1995.1  2011.4  ;                                                      
Sample period is now  1995.1 to  2011.4 Internally:   173 to   240
EST   299  ;                                                                  
@ CE                                                                          
 SMPL  1978.1  2012.4  ;                                                      
Sample period is now  1978.1 to  2012.4 Internally:   105 to   244
EST   300  ;                                                                  
 SMPL  1978.1  2012.4  ;                                                      
Sample period is now  1978.1 to  2012.4 Internally:   105 to   244
EST   301  ;                                                                  
 SMPL  1978.1  2012.4  ;                                                      
Sample period is now  1978.1 to  2012.4 Internally:   105 to   244
EST   302  ;                                                                  
@ ME                                                                          
 SMPL  1962.1  2011.4  ;                                                      
Sample period is now  1962.1 to  2011.4 Internally:    41 to   240
EST   303  ;                                                                  
 SMPL  1962.1  2011.4  ;                                                      
Sample period is now  1962.1 to  2011.4 Internally:    41 to   240
EST   304  ;                                                                  
 SMPL  1962.1  2011.4  ;                                                      
Sample period is now  1962.1 to  2011.4 Internally:    41 to   240
EST   305  ;                                                                  
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
@ PE                                                                          
 SMPL  1992.1  2012.4  ;                                                      
Sample period is now  1992.1 to  2012.4 Internally:   161 to   244
EST   306  ;                                                                  
 SMPL  1992.1  2012.4  ;                                                      
Sample period is now  1992.1 to  2012.4 Internally:   161 to   244
EST   307  ;                                                                  
 SMPL 1972.2 2012.4 ;                                                         
Sample period is now  1972.2 to  2012.4 Internally:    82 to   244
EST   308  ;                                                                  
 SMPL 1970.3 2012.4 ;                                                         
Sample period is now  1970.3 to  2012.4 Internally:    75 to   244
EST   309  ;                                                                  
 SMPL 1972.2 2012.4 ;                                                         
Sample period is now  1972.2 to  2012.4 Internally:    82 to   244
EST   310  ;                                                                  
END ;                                                                         
RETURN ;                                                                      
Control returned to previous input data set.
INPUT FILE=MCESTPX.INP;                                                       
Control passed to data set MCESTPX.INP     
SETLA 119 178;                                                                
LA( 119) changed from           0 TO         178
 SMPL  1962.1  2012.4 ;                                                       
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
NLOLS EQUATION=178 NCOEF=3 MAXITERS=200 FILESTART=MCPXBEG.DAT;                
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.320299044846E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      87 IER= 4 F=  0.304455684640E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.46610698669E-05  0.22535627950E-05  0.24260601929E-05

X VALUES

  0.49738281034E+00  0.10647397817E+01 -0.15023185062E+00

MEAN OF DEPENDENT VARIABLE   749999.217744771

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.497382810       0.028797318   17.27184
  2       1.100000000       1.064739782       0.069426685   15.33617
  3      -0.100000000      -0.150231851       0.070396126   -2.13409

SE of equation          =      0.012216505
Sum of squared residuals =  0.304455685E-01   0.154988466    
Sum of ABS residuals     =  0.907626052    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99839

CREATEU;                                                                      
SETLA 119 189;                                                                
LA( 119) changed from         178 TO         189
 SMPL  1962.1  2012.4 ;                                                       
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
NLOLS EQUATION=189 NCOEF=3 MAXITERS=200 FILESTART=MCPXBEG.DAT;                
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.221278803716E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     125 IER= 4 F=  0.162419476160E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.48757830719E-05  0.36237839226E-05  0.35526291836E-05

X VALUES

  0.60671803865E+00  0.10592680956E+01 -0.11464164562E+00

MEAN OF DEPENDENT VARIABLE   749999.231419449

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.606718039       0.023024628   26.35083
  2       1.100000000       1.059268096       0.069400225   15.26318
  3      -0.100000000      -0.114641646       0.065173182   -1.75903

SE of equation          =      0.008922858
Sum of squared residuals =  0.162419476E-01  -0.101833952    
Sum of ABS residuals     =  0.700887533    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99373

CREATEU;                                                                      
SETLA 119 207;                                                                
LA( 119) changed from         189 TO         207
 SMPL  1965.1  2012.4 ;                                                       
Sample period is now  1965.1 to  2012.4 Internally:    53 to   244
NLOLS EQUATION=207 NCOEF=3 MAXITERS=200 FILESTART=MCPXBEG.DAT;                
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.498827753497E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      86 IER= 4 F=  0.434927748409E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.13427530920E-06  0.11728291508E-06  0.10669093842E-06

X VALUES

  0.49879884502E+00  0.11693453378E+01 -0.26343812626E+00

MEAN OF DEPENDENT VARIABLE   749999.259323810

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.498798845       0.036956233   13.49702
  2       1.100000000       1.169345338       0.071051790   16.45765
  3      -0.100000000      -0.263438126       0.068365470   -3.85338

SE of equation          =      0.015050743
Sum of squared residuals =  0.434927748E-01   0.185648772    
Sum of ABS residuals     =   1.06458788    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99679

CREATEU;                                                                      
SETLA 119 222;                                                                
LA( 119) changed from         207 TO         222
 SMPL  1962.1  2012.4 ;                                                       
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
NLOLS EQUATION=222 NCOEF=3 MAXITERS=200 FILESTART=MCPXBEG.DAT;                
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.398150588601E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.369477794652E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.12321725343E-06  0.30843075534E-06  0.32972546279E-08

X VALUES

  0.49406418904E+00  0.11703420639E+01 -0.19125663465E+00

MEAN OF DEPENDENT VARIABLE   749999.267105183

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.494064189       0.031439067   15.71498
  2       1.100000000       1.170342064       0.069999975   16.71918
  3      -0.100000000      -0.191256635       0.068578841   -2.78886

SE of equation          =      0.013457955
Sum of squared residuals =  0.369477795E-01  -0.153704107    
Sum of ABS residuals     =   1.12144385    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99968

CREATEU;                                                                      
SETLA 119 240;                                                                
LA( 119) changed from         222 TO         240
 SMPL  1962.1  2012.4 ;                                                       
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
NLOLS EQUATION=240 NCOEF=3 MAXITERS=200 FILESTART=MCPXBEG.DAT;                
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.109220740444E+03

TERMINATION. ITERS=    5 FUNCTION EVALS=      93 IER= 3 F=  0.109211595262E+03
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.19437477506E-06 -0.44643141080E-05 -0.45605757866E-05

X VALUES

  0.53443842154E+00  0.11074232640E+01 -0.14456784305E+00

MEAN OF DEPENDENT VARIABLE   749999.266221063

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.534438422       1.590995351    0.33591
  2       1.100000000       1.107423264       3.029102543    0.36559
  3      -0.100000000      -0.144567843       2.905519018   -0.04976

SE of equation          =      0.731676812
Sum of squared residuals =   109.211595        11.4173811    
Sum of ABS residuals     =   12.9869325    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97809

CREATEU;                                                                      
SETLA 119 248;                                                                
LA( 119) changed from         240 TO         248
 SMPL  1962.1  2012.4 ;                                                       
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
NLOLS EQUATION=248 NCOEF=3 MAXITERS=200 FILESTART=MCPXBEG.DAT;                
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.533747308431E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      90 IER= 3 F=  0.530848065770E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.13029239547E-06  0.19202486256E-06 -0.76888398381E-07

X VALUES

  0.49599104832E+00  0.88984417431E+00 -0.55678360755E-01

MEAN OF DEPENDENT VARIABLE   749999.236941656

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.495991048       0.311919385    1.59013
  2       1.100000000       0.889844174       0.334696736    2.65866
  3      -0.100000000      -0.055678361       0.319366785   -0.17434

SE of equation          =      0.161313248
Sum of squared residuals =   5.30848066        4.10385019    
Sum of ABS residuals     =   6.75443996    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91296

CREATEU;                                                                      
SETLA 119 257;                                                                
LA( 119) changed from         248 TO         257
 SMPL  1972.1  2012.4 ;                                                       
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
NLOLS EQUATION=257 NCOEF=3 MAXITERS=200 FILESTART=MCPXBEG.DAT;                
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.795294983359E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.749114760919E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.44495766428E-06 -0.20318928329E-04 -0.14652665071E-04

X VALUES

  0.78940814429E+00  0.10115906419E+01 -0.54990129307E-01

MEAN OF DEPENDENT VARIABLE   749999.308185230

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.789408144       0.129737720    6.08465
  2       1.100000000       1.011590642       0.093434123   10.82678
  3      -0.100000000      -0.054990129       0.091578185   -0.60047

SE of equation          =      0.067585301
Sum of squared residuals =  0.749114761        1.77420212    
Sum of ABS residuals     =   5.16739422    
R squared                =    1.00000
Durbin-Watson statistic  =    1.67961

CREATEU;                                                                      
SETLA 119 268;                                                                
LA( 119) changed from         257 TO         268
 SMPL  1962.1  2012.4 ;                                                       
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
NLOLS EQUATION=268 NCOEF=3 MAXITERS=200 FILESTART=MCPXBEG.DAT;                
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.805610527577E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     113 IER= 4 F=  0.783747116156E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.47301501077E-05 -0.14279387295E-05 -0.70161587328E-06

X VALUES

  0.53519244165E+00  0.87617668558E+00 -0.16916926455E+00

MEAN OF DEPENDENT VARIABLE   749999.281366526

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.535192442       0.089219331    5.99862
  2       1.100000000       0.876176686       0.149732076    5.85163
  3      -0.100000000      -0.169169265       0.173824841   -0.97322

SE of equation          =      0.061983043
Sum of squared residuals =  0.783747116        2.52431136    
Sum of ABS residuals     =   4.44736694    
R squared                =    1.00000
Durbin-Watson statistic  =    1.74981

CREATEU;                                                                      
SETLA 119 272;                                                                
LA( 119) changed from         268 TO         272
 SMPL  1972.1  2012.4 ;                                                       
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
NLOLS EQUATION=272 NCOEF=3 MAXITERS=200 FILESTART=MCPXBEG.DAT;                
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.647210255565E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.577736332688E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.99287246160E-06 -0.10023837688E-05 -0.15199776621E-05

X VALUES

  0.76369095951E+00  0.84572063465E+00  0.10145477685E-01

MEAN OF DEPENDENT VARIABLE   749999.268559931

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.763690960       0.134352808    5.68422
  2       1.100000000       0.845720635       0.083501486   10.12821
  3      -0.100000000       0.010145478       0.085148708    0.11915

SE of equation          =      0.059353033
Sum of squared residuals =  0.577736333       0.696384125    
Sum of ABS residuals     =   4.11626736    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94682

CREATEU;                                                                      
SETLA 119 280;                                                                
LA( 119) changed from         272 TO         280
 SMPL  1974.1  2012.4 ;                                                       
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
NLOLS EQUATION=280 NCOEF=3 MAXITERS=200 FILESTART=MCPXBEG.DAT;                
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.612201084333E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     101 IER= 4 F=  0.580250202004E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.65623652323E-09  0.34816188151E-06  0.37286629509E-06

X VALUES

  0.19624919676E+00  0.94764976661E+00 -0.19002736377E-01

MEAN OF DEPENDENT VARIABLE   749999.294372447

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.196249197       0.150155455    1.30697
  2       1.100000000       0.947649767       0.127643985    7.42416
  3      -0.100000000      -0.019002736       0.127803568   -0.14869

SE of equation          =      0.060988135
Sum of squared residuals =  0.580250202        1.80100928    
Sum of ABS residuals     =   3.53144373    
R squared                =    1.00000
Durbin-Watson statistic  =    1.80168

CREATEU;                                                                      
SETLA 119 291;                                                                
LA( 119) changed from         280 TO         291
 SMPL  1962.1  2012.4 ;                                                       
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
NLOLS EQUATION=291 NCOEF=3 MAXITERS=200 FILESTART=MCPXBEG.DAT;                
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.582010541482E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.507876735508E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.13863363497E-05  0.51650380890E-05  0.32798823290E-05

X VALUES

  0.54165407315E+00  0.93442738775E+00 -0.40801645682E+00

MEAN OF DEPENDENT VARIABLE   749999.273348529

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.541654073       0.065265527    8.29924
  2       1.100000000       0.934427388       0.110846805    8.42990
  3      -0.100000000      -0.408016457       0.107996040   -3.77807

SE of equation          =      0.049895810
Sum of squared residuals =  0.507876736        1.87874924    
Sum of ABS residuals     =   4.38939068    
R squared                =    1.00000
Durbin-Watson statistic  =    1.71472

CREATEU;                                                                      
SETLA 119 296;                                                                
LA( 119) changed from         291 TO         296
 SMPL  1984.1  2012.4 ;                                                       
Sample period is now  1984.1 to  2012.4 Internally:   129 to   244
NLOLS EQUATION=296 NCOEF=2 MAXITERS=200 FILESTART=MCPXBEGA.DAT;               
Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.102576863461E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.999563549825E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.96460197083E-12  0.55378594111E-12

X VALUES

  0.11509649142E+01 -0.25059841317E+00

MEAN OF DEPENDENT VARIABLE   749999.262603470

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.150964914       0.127475264    9.02893
  2      -0.100000000      -0.250598413       0.130523587   -1.91995

SE of equation          =      0.029354603
Sum of squared residuals =  0.999563550E-01   0.725306221    
Sum of ABS residuals     =   1.58584980    
R squared                =    1.00000
Durbin-Watson statistic  =    1.60147

CREATEU;                                                                      
SETLA 119 305;                                                                
LA( 119) changed from         296 TO         305
 SMPL  1962.1  2012.4 ;                                                       
Sample period is now  1962.1 to  2012.4 Internally:    41 to   244
NLOLS EQUATION=305 NCOEF=2 MAXITERS=200 FILESTART=MCPXBEGA.DAT;               
Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.324161720921E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      41 IER= 3 F=  0.313895995253E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.18728221911E-10 -0.19481634567E-10

X VALUES

  0.11707947952E+01 -0.22795274612E+00

MEAN OF DEPENDENT VARIABLE   749999.268810743

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.170794795       0.099809270   11.73032
  2      -0.100000000      -0.227952746       0.097697082   -2.33326

SE of equation          =      0.039226341
Sum of squared residuals =  0.313895995        1.71518116    
Sum of ABS residuals     =   3.30508789    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68380

CREATEU;                                                                      
SETLA 119 0;                                                                  
LA( 119) changed from         305 TO           0
RETURN;                                                                       
Control returned to previous input data set.
INPUT FILE=MCESSHR2.INP;                                                      
Control passed to data set MCESSHR2.INP    
OLS NOPRINT;                                                                  
SMPL  1966.1 2012.4; EST  311;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  312;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  313;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  314;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  315;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  316;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  317;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  318;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  319;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  320;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  321;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  322;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  323;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  324;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  325;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1985.4 2012.4; EST  326;                                                
Sample period is now  1985.4 to  2012.4 Internally:   136 to   244
SMPL  1987.1 2012.4; EST  327;                                                
Sample period is now  1987.1 to  2012.4 Internally:   141 to   244
SMPL  1966.1 2012.4; EST  328;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1967.3 2012.4; EST  329;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1972.3 2012.4; EST  330;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1966.1 2012.4; EST  331;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  332;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  333;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST  334;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  335;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  336;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  337;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  338;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  339;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST  340;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  341;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1972.3 2012.4; EST  342;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1966.1 2012.4; EST  343;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.3 2012.4; EST  344;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1966.1 2012.4; EST  345;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  346;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  347;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  348;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  349;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  350;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  351;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  352;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  353;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  354;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  355;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  356;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  357;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  358;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  359;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  360;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  361;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  362;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  363;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  364;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  365;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1967.3 2012.4; EST  366;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1972.3 2012.4; EST  367;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1966.1 2012.4; EST  368;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1967.1 2012.4; EST  369;                                                
Sample period is now  1967.1 to  2012.4 Internally:    61 to   244
SMPL  1981.3 2012.4; EST  370;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST  371;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1967.3 2012.4; EST  372;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1980.2 2012.4; EST  373;                                                
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
SMPL  1981.3 2012.4; EST  374;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  375;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1972.3 2012.4; EST  376;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1966.1 2012.4; EST  377;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.3 2012.4; EST  378;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1966.1 2012.4; EST  379;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  380;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  381;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  382;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  383;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  384;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  385;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  386;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  387;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  388;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  389;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  390;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  391;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  392;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  393;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  394;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1988.4 2012.4; EST  395;                                                
Sample period is now  1988.4 to  2012.4 Internally:   148 to   244
SMPL  1967.3 2012.4; EST  396;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1966.1 2012.4; EST  397;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  398;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST  399;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  400;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  401;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  402;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST  403;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  404;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1972.3 2012.4; EST  405;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1966.1 2012.4; EST  406;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.3 2012.4; EST  407;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1981.3 2012.4; EST  408;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  409;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  410;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  411;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  412;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  413;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  414;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  415;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  416;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1977.3 2012.4; EST  417;                                                
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
SMPL  1966.1 2012.4; EST  418;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  419;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  420;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1974.1 2012.4; EST  421;                                                
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
SMPL  1966.1 2012.4; EST  422;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  423;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1989.1 2012.4; EST  424;                                                
Sample period is now  1989.1 to  2012.4 Internally:   149 to   244
SMPL  1976.3 2012.4; EST  425;                                                
Sample period is now  1976.3 to  2012.4 Internally:    99 to   244
SMPL  1979.1 2012.4; EST  426;                                                
Sample period is now  1979.1 to  2012.4 Internally:   109 to   244
SMPL  1972.3 2012.4; EST  427;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1980.2 2012.4; EST  428;                                                
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
SMPL  1981.3 2012.4; EST  429;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  430;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  431;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1986.1 2012.4; EST  432;                                                
Sample period is now  1986.1 to  2012.4 Internally:   137 to   244
SMPL  1968.4 2012.4; EST  433;                                                
Sample period is now  1968.4 to  2012.4 Internally:    68 to   244
SMPL  1975.4 2012.4; EST  434;                                                
Sample period is now  1975.4 to  2012.4 Internally:    96 to   244
SMPL  1990.3 2012.4; EST  435;                                                
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
SMPL  1966.1 2012.4; EST  436;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  437;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  438;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  439;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  440;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  441;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  442;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  443;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1969.3 2012.4; EST  444;                                                
Sample period is now  1969.3 to  2012.4 Internally:    71 to   244
SMPL  1966.1 2012.4; EST  445;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  446;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  447;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  448;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  449;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  450;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  451;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST  452;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  453;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  454;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1967.3 2012.4; EST  455;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1972.3 2012.4; EST  456;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1966.1 2012.4; EST  457;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  458;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  459;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  460;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  461;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  462;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  463;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1972.3 2012.4; EST  464;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1966.1 2012.4; EST  465;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.3 2012.4; EST  466;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1981.3 2012.4; EST  467;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  468;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  469;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  470;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  471;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  472;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  473;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  474;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  475;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  476;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  477;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  478;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  479;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  480;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  481;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  482;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  483;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1974.3 2012.4; EST  484;                                                
Sample period is now  1974.3 to  2012.4 Internally:    91 to   244
SMPL  1972.3 2012.4; EST  485;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1971.2 2012.4; EST  486;                                                
Sample period is now  1971.2 to  2012.4 Internally:    78 to   244
SMPL  1981.3 2012.4; EST  487;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST  488;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1980.3 2012.4; EST  489;                                                
Sample period is now  1980.3 to  2012.4 Internally:   115 to   244
SMPL  1966.1 2012.4; EST  490;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  491;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1972.3 2012.4; EST  492;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1966.1 2012.4; EST  493;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1972.3 2012.4; EST  494;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1981.3 2012.4; EST  495;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  496;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  497;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  498;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  499;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  500;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  501;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  502;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  503;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  504;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  505;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  506;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  507;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  508;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  509;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  510;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  511;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST  512;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  513;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  514;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1967.3 2012.4; EST  515;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1972.3 2012.4; EST  516;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1966.1 2012.4; EST  517;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  518;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST  519;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  520;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  521;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  522;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  523;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1972.3 2012.4; EST  524;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1966.1 2012.4; EST  525;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.3 2012.4; EST  526;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1983.3 2012.4; EST  527;                                                
Sample period is now  1983.3 to  2012.4 Internally:   127 to   244
SMPL  1966.1 2012.4; EST  528;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  529;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  530;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  531;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  532;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  533;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  534;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  535;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  536;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  537;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  538;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  539;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  540;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  541;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1984.2 2012.4; EST  542;                                                
Sample period is now  1984.2 to  2012.4 Internally:   130 to   244
SMPL  1988.1 2012.4; EST  543;                                                
Sample period is now  1988.1 to  2012.4 Internally:   145 to   244
SMPL  1966.1 2012.4; EST  544;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1967.3 2012.4; EST  545;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1972.3 2012.4; EST  546;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1966.1 2012.4; EST  547;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  548;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  549;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  550;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  551;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  552;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  553;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  554;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  555;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1972.3 2012.4; EST  556;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1966.1 2012.4; EST  557;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.3 2012.4; EST  558;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1989.3 2012.4; EST  559;                                                
Sample period is now  1989.3 to  2012.4 Internally:   151 to   244
SMPL  1966.1 2012.4; EST  560;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  561;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  562;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  563;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  564;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  565;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  566;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  567;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  568;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  569;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  570;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1977.3 2012.4; EST  571;                                                
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
SMPL  1966.1 2012.4; EST  572;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  573;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  574;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  575;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  576;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  577;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  578;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1972.3 2012.4; EST  579;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1981.3 2012.4; EST  580;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1990.3 2012.4; EST  581;                                                
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
SMPL  1966.1 2012.4; EST  582;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1977.2 2012.4; EST  583;                                                
Sample period is now  1977.2 to  2012.4 Internally:   102 to   244
SMPL  1966.1 2012.4; EST  584;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  585;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1989.2 2012.4; EST  586;                                                
Sample period is now  1989.2 to  2012.4 Internally:   150 to   244
SMPL  1966.1 2012.4; EST  587;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  588;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  589;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  590;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  591;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1973.3 2012.4; EST  592;                                                
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
SMPL  1966.1 2012.4; EST  593;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.3 2012.4; EST  594;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1982.3 2012.4; EST  595;                                                
Sample period is now  1982.3 to  2012.4 Internally:   123 to   244
SMPL  1966.1 2012.4; EST  596;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  597;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  598;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  599;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  600;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  601;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  602;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  603;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  604;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  605;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  606;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  607;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  608;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  609;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  610;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  611;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1988.1 2012.4; EST  612;                                                
Sample period is now  1988.1 to  2012.4 Internally:   145 to   244
SMPL  1966.1 2012.4; EST  613;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  614;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1967.3 2012.4; EST  615;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1972.3 2012.4; EST  616;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1966.1 2012.4; EST  617;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  618;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST  619;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  620;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  621;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST  622;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1972.3 2012.4; EST  623;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1966.1 2012.4; EST  624;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.3 2012.4; EST  625;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1989.3 2012.4; EST  626;                                                
Sample period is now  1989.3 to  2012.4 Internally:   151 to   244
SMPL  1966.1 2012.4; EST  627;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  628;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  629;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  630;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  631;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  632;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  633;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  634;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  635;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  636;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  637;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  638;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  639;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  640;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1974.2 2012.4; EST  641;                                                
Sample period is now  1974.2 to  2012.4 Internally:    90 to   244
SMPL  1966.1 2012.4; EST  642;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1977.1 2012.4; EST  643;                                                
Sample period is now  1977.1 to  2012.4 Internally:   101 to   244
SMPL  1980.3 2012.4; EST  644;                                                
Sample period is now  1980.3 to  2012.4 Internally:   115 to   244
SMPL  1978.1 2012.4; EST  645;                                                
Sample period is now  1978.1 to  2012.4 Internally:   105 to   244
SMPL  1978.4 2012.4; EST  646;                                                
Sample period is now  1978.4 to  2012.4 Internally:   108 to   244
SMPL  1981.3 2012.4; EST  647;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1979.2 2012.4; EST  648;                                                
Sample period is now  1979.2 to  2012.4 Internally:   110 to   244
SMPL  1981.3 2012.4; EST  649;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST  650;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  651;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1986.3 2012.4; EST  652;                                                
Sample period is now  1986.3 to  2012.4 Internally:   139 to   244
SMPL  1966.1 2012.4; EST  653;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1978.2 2012.4; EST  654;                                                
Sample period is now  1978.2 to  2012.4 Internally:   106 to   244
SMPL  1966.1 2012.4; EST  655;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  656;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  657;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  658;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  659;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  660;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  661;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  662;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  663;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  664;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  665;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  666;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  667;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  668;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  669;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  670;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  671;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  672;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1990.3 2012.4; EST  673;                                                
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
SMPL  1966.1 2012.4; EST  674;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1967.3 2012.4; EST  675;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1972.3 2012.4; EST  676;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1966.1 2012.4; EST  677;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  678;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.4 2012.4; EST  679;                                                
Sample period is now  1981.4 to  2012.4 Internally:   120 to   244
SMPL  1970.3 2012.4; EST  680;                                                
Sample period is now  1970.3 to  2012.4 Internally:    75 to   244
SMPL  1981.3 2012.4; EST  681;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1988.3 2012.4; EST  682;                                                
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
SMPL  1966.1 2012.4; EST  683;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1985.3 2012.4; EST  684;                                                
Sample period is now  1985.3 to  2012.4 Internally:   135 to   244
SMPL  1983.4 2012.4; EST  685;                                                
Sample period is now  1983.4 to  2012.4 Internally:   128 to   244
SMPL  1966.1 2012.4; EST  686;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  687;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.3 2012.4; EST  688;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1966.1 2012.4; EST  689;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  690;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  691;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  692;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  693;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  694;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  695;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  696;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  697;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.3 2012.4; EST  698;                                                
Sample period is now  1966.3 to  2012.4 Internally:    59 to   244
SMPL  1966.1 2012.4; EST  699;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1985.4 2012.4; EST  700;                                                
Sample period is now  1985.4 to  2012.4 Internally:   136 to   244
SMPL  1987.3 2012.4; EST  701;                                                
Sample period is now  1987.3 to  2012.4 Internally:   143 to   244
SMPL  1966.1 2012.4; EST  702;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  703;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  704;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  705;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  706;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  707;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1970.1 2012.4; EST  708;                                                
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
SMPL  1968.2 2012.4; EST  709;                                                
Sample period is now  1968.2 to  2012.4 Internally:    66 to   244
SMPL  1966.1 2012.4; EST  710;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1978.1 2012.4; EST  711;                                                
Sample period is now  1978.1 to  2012.4 Internally:   105 to   244
SMPL  1966.1 2012.4; EST  712;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1970.4 2012.4; EST  713;                                                
Sample period is now  1970.4 to  2012.4 Internally:    76 to   244
SMPL  1973.4 2012.4; EST  714;                                                
Sample period is now  1973.4 to  2012.4 Internally:    88 to   244
SMPL  1972.2 2012.4; EST  715;                                                
Sample period is now  1972.2 to  2012.4 Internally:    82 to   244
SMPL  1984.3 2012.4; EST  716;                                                
Sample period is now  1984.3 to  2012.4 Internally:   131 to   244
SMPL  1976.4 2012.4; EST  717;                                                
Sample period is now  1976.4 to  2012.4 Internally:   100 to   244
SMPL  1972.3 2012.4; EST  718;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1967.3 2012.4; EST  719;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1978.2 2012.4; EST  720;                                                
Sample period is now  1978.2 to  2012.4 Internally:   106 to   244
SMPL  1990.3 2012.4; EST  721;                                                
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
SMPL  1974.3 2012.4; EST  722;                                                
Sample period is now  1974.3 to  2012.4 Internally:    91 to   244
SMPL  1966.1 2012.4; EST  723;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.3 2012.4; EST  724;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1966.1 2012.4; EST  725;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  726;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  727;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  728;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  729;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  730;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  731;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  732;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  733;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  734;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1974.4 2012.4; EST  735;                                                
Sample period is now  1974.4 to  2012.4 Internally:    92 to   244
SMPL  1966.1 2012.4; EST  736;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  737;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  738;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  739;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  740;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  741;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  742;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  743;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  744;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  745;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  746;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1967.3 2012.4; EST  747;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1972.3 2012.4; EST  748;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1966.1 2012.4; EST  749;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  750;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  751;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  752;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST  753;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1972.3 2012.4; EST  754;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1966.1 2012.4; EST  755;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.3 2012.4; EST  756;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1983.3 2012.4; EST  757;                                                
Sample period is now  1983.3 to  2012.4 Internally:   127 to   244
SMPL  1966.1 2012.4; EST  758;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  759;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  760;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  761;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  762;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  763;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  764;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  765;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1977.3 2012.4; EST  766;                                                
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
SMPL  1966.1 2012.4; EST  767;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  768;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  769;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  770;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  771;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1970.3 2012.4; EST  772;                                                
Sample period is now  1970.3 to  2012.4 Internally:    75 to   244
SMPL  1989.3 2012.4; EST  773;                                                
Sample period is now  1989.3 to  2012.4 Internally:   151 to   244
SMPL  1966.1 2012.4; EST  774;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1967.3 2012.4; EST  775;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1972.3 2012.4; EST  776;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1966.1 2012.4; EST  777;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.3 2012.4; EST  778;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1981.3 2012.4; EST  779;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  780;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1988.2 2012.4; EST  781;                                                
Sample period is now  1988.2 to  2012.4 Internally:   146 to   244
SMPL  1979.1 2012.4; EST  782;                                                
Sample period is now  1979.1 to  2012.4 Internally:   109 to   244
SMPL  1966.1 2012.4; EST  783;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1986.4 2012.4; EST  784;                                                
Sample period is now  1986.4 to  2012.4 Internally:   140 to   244
SMPL  1966.1 2012.4; EST  785;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  786;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  787;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  788;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  789;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  790;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  791;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  792;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  793;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  794;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  795;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1977.3 2012.4; EST  796;                                                
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
SMPL  1966.1 2012.4; EST  797;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  798;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  799;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  800;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  801;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  802;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  803;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1976.3 2012.4; EST  804;                                                
Sample period is now  1976.3 to  2012.4 Internally:    99 to   244
SMPL  1972.3 2012.4; EST  805;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1967.3 2012.4; EST  806;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1975.2 2012.4; EST  807;                                                
Sample period is now  1975.2 to  2012.4 Internally:    94 to   244
SMPL  1981.3 2012.4; EST  808;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST  809;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1985.3 2012.4; EST  810;                                                
Sample period is now  1985.3 to  2012.4 Internally:   135 to   244
SMPL  1968.4 2012.4; EST  811;                                                
Sample period is now  1968.4 to  2012.4 Internally:    68 to   244
SMPL  1968.3 2012.4; EST  812;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1990.3 2012.4; EST  813;                                                
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
SMPL  1966.1 2012.4; EST  814;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  815;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  816;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  817;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  818;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  819;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  820;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  821;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  822;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1973.3 2012.4; EST  823;                                                
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
SMPL  1966.1 2012.4; EST  824;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  825;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  826;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  827;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  828;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  829;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  830;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  831;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1967.3 2012.4; EST  832;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1972.3 2012.4; EST  833;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1966.1 2012.4; EST  834;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  835;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST  836;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST  837;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST  838;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  839;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1979.4 2012.4; EST  840;                                                
Sample period is now  1979.4 to  2012.4 Internally:   112 to   244
SMPL  1966.1 2012.4; EST  841;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.3 2012.4; EST  842;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1988.3 2012.4; EST  843;                                                
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
SMPL  1966.1 2012.4; EST  844;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  845;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  846;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  847;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  848;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1973.4 2012.4; EST  849;                                                
Sample period is now  1973.4 to  2012.4 Internally:    88 to   244
SMPL  1966.1 2012.4; EST  850;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1985.1 2012.4; EST  851;                                                
Sample period is now  1985.1 to  2012.4 Internally:   133 to   244
SMPL  1968.2 2012.4; EST  852;                                                
Sample period is now  1968.2 to  2012.4 Internally:    66 to   244
SMPL  1974.2 2012.4; EST  853;                                                
Sample period is now  1974.2 to  2012.4 Internally:    90 to   244
SMPL  1967.3 2012.4; EST  854;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1973.3 2012.4; EST  855;                                                
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
SMPL  1980.2 2012.4; EST  856;                                                
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
SMPL  1981.3 2012.4; EST  857;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  858;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  859;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1979.4 2012.4; EST  860;                                                
Sample period is now  1979.4 to  2012.4 Internally:   112 to   244
SMPL  1981.3 2012.4; EST  861;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1976.3 2012.4; EST  862;                                                
Sample period is now  1976.3 to  2012.4 Internally:    99 to   244
SMPL  1966.1 2012.4; EST  863;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1973.3 2012.4; EST  864;                                                
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
SMPL  1966.1 2012.4; EST  865;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  866;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  867;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  868;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  869;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  870;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  871;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  872;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  873;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  874;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  875;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  876;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  877;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  878;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1969.4 2012.4; EST  879;                                                
Sample period is now  1969.4 to  2012.4 Internally:    72 to   244
SMPL  1966.1 2012.4; EST  880;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  881;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  882;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1977.3 2012.4; EST  883;                                                
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
SMPL  1978.3 2012.4; EST  884;                                                
Sample period is now  1978.3 to  2012.4 Internally:   107 to   244
SMPL  1978.2 2012.4; EST  885;                                                
Sample period is now  1978.2 to  2012.4 Internally:   106 to   244
SMPL  1980.3 2012.4; EST  886;                                                
Sample period is now  1980.3 to  2012.4 Internally:   115 to   244
SMPL  1981.3 2012.4; EST  887;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1990.3 2012.4; EST  888;                                                
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
SMPL  1986.4 2012.4; EST  889;                                                
Sample period is now  1986.4 to  2012.4 Internally:   140 to   244
SMPL  1985.3 2012.4; EST  890;                                                
Sample period is now  1985.3 to  2012.4 Internally:   135 to   244
SMPL  1977.1 2012.4; EST  891;                                                
Sample period is now  1977.1 to  2012.4 Internally:   101 to   244
SMPL  1981.3 2012.4; EST  892;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST  893;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1976.1 2012.4; EST  894;                                                
Sample period is now  1976.1 to  2012.4 Internally:    97 to   244
SMPL  1966.1 2012.4; EST  895;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1977.1 2012.4; EST  896;                                                
Sample period is now  1977.1 to  2012.4 Internally:   101 to   244
SMPL  1966.1 2012.4; EST  897;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  898;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  899;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  900;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  901;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  902;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  903;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  904;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1976.2 2012.4; EST  905;                                                
Sample period is now  1976.2 to  2012.4 Internally:    98 to   244
SMPL  1966.1 2012.4; EST  906;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1977.3 2012.4; EST  907;                                                
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
SMPL  1976.3 2012.4; EST  908;                                                
Sample period is now  1976.3 to  2012.4 Internally:    99 to   244
SMPL  1972.3 2012.4; EST  909;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1980.3 2012.4; EST  910;                                                
Sample period is now  1980.3 to  2012.4 Internally:   115 to   244
SMPL  1981.3 2012.4; EST  911;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.2 2012.4; EST  912;                                                
Sample period is now  1966.2 to  2012.4 Internally:    58 to   244
SMPL  1986.3 2012.4; EST  913;                                                
Sample period is now  1986.3 to  2012.4 Internally:   139 to   244
SMPL  1980.2 2012.4; EST  914;                                                
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
SMPL  1966.1 2012.4; EST  915;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1986.2 2012.4; EST  916;                                                
Sample period is now  1986.2 to  2012.4 Internally:   138 to   244
SMPL  1979.1 2012.4; EST  917;                                                
Sample period is now  1979.1 to  2012.4 Internally:   109 to   244
SMPL  1966.1 2012.4; EST  918;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  919;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  920;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  921;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  922;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  923;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  924;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  925;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1977.3 2012.4; EST  926;                                                
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
SMPL  1966.1 2012.4; EST  927;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  928;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  929;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  930;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  931;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  932;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1980.3 2012.4; EST  933;                                                
Sample period is now  1980.3 to  2012.4 Internally:   115 to   244
SMPL  1967.3 2012.4; EST  934;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1972.3 2012.4; EST  935;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1966.1 2012.4; EST  936;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  937;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  938;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  939;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1972.1 2012.4; EST  940;                                                
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
SMPL  1981.3 2012.4; EST  941;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  942;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1976.3 2012.4; EST  943;                                                
Sample period is now  1976.3 to  2012.4 Internally:    99 to   244
SMPL  1970.2 2012.4; EST  944;                                                
Sample period is now  1970.2 to  2012.4 Internally:    74 to   244
SMPL  1968.3 2012.4; EST  945;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1966.1 2012.4; EST  946;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  947;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  948;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  949;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  950;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  951;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1972.1 2012.4; EST  952;                                                
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
SMPL  1975.2 2012.4; EST  953;                                                
Sample period is now  1975.2 to  2012.4 Internally:    94 to   244
SMPL  1966.1 2012.4; EST  954;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1972.1 2012.4; EST  955;                                                
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
SMPL  1978.4 2012.4; EST  956;                                                
Sample period is now  1978.4 to  2012.4 Internally:   108 to   244
SMPL  1973.2 2012.4; EST  957;                                                
Sample period is now  1973.2 to  2012.4 Internally:    86 to   244
SMPL  1987.3 2012.4; EST  958;                                                
Sample period is now  1987.3 to  2012.4 Internally:   143 to   244
SMPL  1973.3 2012.4; EST  959;                                                
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
SMPL  1967.3 2012.4; EST  960;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1972.3 2012.4; EST  961;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1981.3 2012.4; EST  962;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST  963;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1977.3 2012.4; EST  964;                                                
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
SMPL  1966.1 2012.4; EST  965;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.3 2012.4; EST  966;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1966.1 2012.4; EST  967;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  968;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  969;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  970;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  971;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  972;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  973;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  974;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1973.4 2012.4; EST  975;                                                
Sample period is now  1973.4 to  2012.4 Internally:    88 to   244
SMPL  1966.1 2012.4; EST  976;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1973.3 2012.4; EST  977;                                                
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
SMPL  1966.1 2012.4; EST  978;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  979;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  980;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  981;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1978.4 2012.4; EST  982;                                                
Sample period is now  1978.4 to  2012.4 Internally:   108 to   244
SMPL  1971.1 2012.4; EST  983;                                                
Sample period is now  1971.1 to  2012.4 Internally:    77 to   244
SMPL  1983.2 2012.4; EST  984;                                                
Sample period is now  1983.2 to  2012.4 Internally:   126 to   244
SMPL  1981.3 2012.4; EST  985;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST  986;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST  987;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1975.3 2012.4; EST  988;                                                
Sample period is now  1975.3 to  2012.4 Internally:    95 to   244
SMPL  1972.3 2012.4; EST  989;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1975.4 2012.4; EST  990;                                                
Sample period is now  1975.4 to  2012.4 Internally:    96 to   244
SMPL  1966.1 2012.4; EST  991;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST  992;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST  993;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1984.2 2012.4; EST  994;                                                
Sample period is now  1984.2 to  2012.4 Internally:   130 to   244
SMPL  1975.1 2012.4; EST  995;                                                
Sample period is now  1975.1 to  2012.4 Internally:    93 to   244
SMPL  1985.3 2012.4; EST  996;                                                
Sample period is now  1985.3 to  2012.4 Internally:   135 to   244
SMPL  1981.3 2012.4; EST  997;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1979.4 2012.4; EST  998;                                                
Sample period is now  1979.4 to  2012.4 Internally:   112 to   244
SMPL  1966.1 2012.4; EST  999;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.3 2012.4; EST 1000;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1966.1 2012.4; EST 1001;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1002;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1003;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1004;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1005;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1006;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1007;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1977.3 2012.4; EST 1008;                                                
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
SMPL  1966.1 2012.4; EST 1009;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1010;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1971.3 2012.4; EST 1011;                                                
Sample period is now  1971.3 to  2012.4 Internally:    79 to   244
SMPL  1966.1 2012.4; EST 1012;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1013;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST 1014;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1979.3 2012.4; EST 1015;                                                
Sample period is now  1979.3 to  2012.4 Internally:   111 to   244
SMPL  1988.3 2012.4; EST 1016;                                                
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
SMPL  1981.3 2012.4; EST 1017;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST 1018;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1019;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST 1020;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1985.3 2012.4; EST 1021;                                                
Sample period is now  1985.3 to  2012.4 Internally:   135 to   244
SMPL  1966.1 2012.4; EST 1022;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.3 2012.4; EST 1023;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1966.1 2012.4; EST 1024;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1025;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1973.2 2012.4; EST 1026;                                                
Sample period is now  1973.2 to  2012.4 Internally:    86 to   244
SMPL  1966.1 2012.4; EST 1027;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1028;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1029;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1030;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1031;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1032;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1976.2 2012.4; EST 1033;                                                
Sample period is now  1976.2 to  2012.4 Internally:    98 to   244
SMPL  1976.3 2012.4; EST 1034;                                                
Sample period is now  1976.3 to  2012.4 Internally:    99 to   244
SMPL  1968.2 2012.4; EST 1035;                                                
Sample period is now  1968.2 to  2012.4 Internally:    66 to   244
SMPL  1968.4 2012.4; EST 1036;                                                
Sample period is now  1968.4 to  2012.4 Internally:    68 to   244
SMPL  1980.2 2012.4; EST 1037;                                                
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
SMPL  1980.3 2012.4; EST 1038;                                                
Sample period is now  1980.3 to  2012.4 Internally:   115 to   244
SMPL  1981.2 2012.4; EST 1039;                                                
Sample period is now  1981.2 to  2012.4 Internally:   118 to   244
SMPL  1979.3 2012.4; EST 1040;                                                
Sample period is now  1979.3 to  2012.4 Internally:   111 to   244
SMPL  1989.2 2012.4; EST 1041;                                                
Sample period is now  1989.2 to  2012.4 Internally:   150 to   244
SMPL  1990.3 2012.4; EST 1042;                                                
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
SMPL  1986.2 2012.4; EST 1043;                                                
Sample period is now  1986.2 to  2012.4 Internally:   138 to   244
SMPL  1966.1 2012.4; EST 1044;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST 1045;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST 1046;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1970.2 2012.4; EST 1047;                                                
Sample period is now  1970.2 to  2012.4 Internally:    74 to   244
SMPL  1981.3 2012.4; EST 1048;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1990.3 2012.4; EST 1049;                                                
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
SMPL  1977.4 2012.4; EST 1050;                                                
Sample period is now  1977.4 to  2012.4 Internally:   104 to   244
SMPL  1972.4 2012.4; EST 1051;                                                
Sample period is now  1972.4 to  2012.4 Internally:    84 to   244
SMPL  1966.1 2012.4; EST 1052;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1053;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1054;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1055;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1056;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1979.2 2012.4; EST 1057;                                                
Sample period is now  1979.2 to  2012.4 Internally:   110 to   244
SMPL  1966.1 2012.4; EST 1058;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1059;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1060;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.3 2012.4; EST 1061;                                                
Sample period is now  1966.3 to  2012.4 Internally:    59 to   244
SMPL  1989.2 2012.4; EST 1062;                                                
Sample period is now  1989.2 to  2012.4 Internally:   150 to   244
SMPL  1966.1 2012.4; EST 1063;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1979.4 2012.4; EST 1064;                                                
Sample period is now  1979.4 to  2012.4 Internally:   112 to   244
SMPL  1979.3 2012.4; EST 1065;                                                
Sample period is now  1979.3 to  2012.4 Internally:   111 to   244
SMPL  1981.3 2012.4; EST 1066;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST 1067;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1985.3 2012.4; EST 1068;                                                
Sample period is now  1985.3 to  2012.4 Internally:   135 to   244
SMPL  1981.3 2012.4; EST 1069;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST 1070;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1973.2 2012.4; EST 1071;                                                
Sample period is now  1973.2 to  2012.4 Internally:    86 to   244
SMPL  1966.1 2012.4; EST 1072;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1073;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1989.1 2012.4; EST 1074;                                                
Sample period is now  1989.1 to  2012.4 Internally:   149 to   244
SMPL  1966.1 2012.4; EST 1075;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1984.1 2012.4; EST 1076;                                                
Sample period is now  1984.1 to  2012.4 Internally:   129 to   244
SMPL  1966.1 2012.4; EST 1077;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1973.1 2012.4; EST 1078;                                                
Sample period is now  1973.1 to  2012.4 Internally:    85 to   244
SMPL  1968.2 2012.4; EST 1079;                                                
Sample period is now  1968.2 to  2012.4 Internally:    66 to   244
SMPL  1970.1 2012.4; EST 1080;                                                
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
SMPL  1988.3 2012.4; EST 1081;                                                
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
SMPL  1979.1 2012.4; EST 1082;                                                
Sample period is now  1979.1 to  2012.4 Internally:   109 to   244
SMPL  1984.3 2012.4; EST 1083;                                                
Sample period is now  1984.3 to  2012.4 Internally:   131 to   244
SMPL  1981.3 2012.4; EST 1084;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1974.3 2012.4; EST 1085;                                                
Sample period is now  1974.3 to  2012.4 Internally:    91 to   244
SMPL  1968.3 2012.4; EST 1086;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1966.1 2012.4; EST 1087;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1088;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1089;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1090;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1091;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1092;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.3 2012.4; EST 1093;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1974.1 2012.4; EST 1094;                                                
Sample period is now  1974.1 to  2012.4 Internally:    89 to   244
SMPL  1966.1 2012.4; EST 1095;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1973.2 2012.4; EST 1096;                                                
Sample period is now  1973.2 to  2012.4 Internally:    86 to   244
SMPL  1981.3 2012.4; EST 1097;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1980.2 2012.4; EST 1098;                                                
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
SMPL  1988.3 2012.4; EST 1099;                                                
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
SMPL  1979.3 2012.4; EST 1100;                                                
Sample period is now  1979.3 to  2012.4 Internally:   111 to   244
SMPL  1987.3 2012.4; EST 1101;                                                
Sample period is now  1987.3 to  2012.4 Internally:   143 to   244
SMPL  1987.3 2012.4; EST 1102;                                                
Sample period is now  1987.3 to  2012.4 Internally:   143 to   244
SMPL  1978.1 2012.4; EST 1103;                                                
Sample period is now  1978.1 to  2012.4 Internally:   105 to   244
SMPL  1966.1 2012.4; EST 1104;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1988.3 2012.4; EST 1105;                                                
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
SMPL  1966.4 2012.4; EST 1106;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1966.4 2012.4; EST 1107;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1966.4 2012.4; EST 1108;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1966.4 2012.4; EST 1109;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1966.4 2012.4; EST 1110;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1970.1 2012.4; EST 1111;                                                
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
SMPL  1966.4 2012.4; EST 1112;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1978.1 2012.4; EST 1113;                                                
Sample period is now  1978.1 to  2012.4 Internally:   105 to   244
SMPL  1969.4 2012.4; EST 1114;                                                
Sample period is now  1969.4 to  2012.4 Internally:    72 to   244
SMPL  1969.3 2012.4; EST 1115;                                                
Sample period is now  1969.3 to  2012.4 Internally:    71 to   244
SMPL  1966.4 2012.4; EST 1116;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1966.4 2012.4; EST 1117;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1966.4 2012.4; EST 1118;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1980.3 2012.4; EST 1119;                                                
Sample period is now  1980.3 to  2012.4 Internally:   115 to   244
SMPL  1966.4 2012.4; EST 1120;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1986.4 2012.4; EST 1121;                                                
Sample period is now  1986.4 to  2012.4 Internally:   140 to   244
SMPL  1966.4 2012.4; EST 1122;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1972.3 2012.4; EST 1123;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1966.4 2012.4; EST 1124;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1981.3 2012.4; EST 1125;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1989.4 2012.4; EST 1126;                                                
Sample period is now  1989.4 to  2012.4 Internally:   152 to   244
SMPL  1987.3 2012.4; EST 1127;                                                
Sample period is now  1987.3 to  2012.4 Internally:   143 to   244
SMPL  1966.4 2012.4; EST 1128;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1968.3 2012.4; EST 1129;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1966.1 2012.4; EST 1130;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1131;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1971.4 2012.4; EST 1132;                                                
Sample period is now  1971.4 to  2012.4 Internally:    80 to   244
SMPL  1966.1 2012.4; EST 1133;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1134;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1135;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1136;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1137;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1977.3 2012.4; EST 1138;                                                
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
SMPL  1966.1 2012.4; EST 1139;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1977.4 2012.4; EST 1140;                                                
Sample period is now  1977.4 to  2012.4 Internally:   104 to   244
SMPL  1975.4 2012.4; EST 1141;                                                
Sample period is now  1975.4 to  2012.4 Internally:    96 to   244
SMPL  1975.3 2012.4; EST 1142;                                                
Sample period is now  1975.3 to  2012.4 Internally:    95 to   244
SMPL  1990.3 2012.4; EST 1143;                                                
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
SMPL  1967.3 2012.4; EST 1144;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1981.3 2012.4; EST 1145;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST 1146;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST 1147;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.3 2012.4; EST 1148;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1973.3 2012.4; EST 1149;                                                
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
SMPL  1966.1 2012.4; EST 1150;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1151;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1152;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1153;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1154;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1155;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1977.3 2012.4; EST 1156;                                                
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
SMPL  1966.1 2012.4; EST 1157;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1158;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1159;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1160;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1978.4 2012.4; EST 1161;                                                
Sample period is now  1978.4 to  2012.4 Internally:   108 to   244
SMPL  1966.1 2012.4; EST 1162;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1977.4 2012.4; EST 1163;                                                
Sample period is now  1977.4 to  2012.4 Internally:   104 to   244
SMPL  1974.3 2012.4; EST 1164;                                                
Sample period is now  1974.3 to  2012.4 Internally:    91 to   244
SMPL  1967.3 2012.4; EST 1165;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1980.2 2012.4; EST 1166;                                                
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
SMPL  1966.1 2012.4; EST 1167;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST 1168;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST 1169;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1985.3 2012.4; EST 1170;                                                
Sample period is now  1985.3 to  2012.4 Internally:   135 to   244
SMPL  1985.1 2012.4; EST 1171;                                                
Sample period is now  1985.1 to  2012.4 Internally:   133 to   244
SMPL  1968.3 2012.4; EST 1172;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1990.3 2012.4; EST 1173;                                                
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
SMPL  1966.1 2012.4; EST 1174;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1175;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1176;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1177;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1178;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1179;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1180;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1181;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1182;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1977.2 2012.4; EST 1183;                                                
Sample period is now  1977.2 to  2012.4 Internally:   102 to   244
SMPL  1966.1 2012.4; EST 1184;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1185;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1186;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1187;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1975.2 2012.4; EST 1188;                                                
Sample period is now  1975.2 to  2012.4 Internally:    94 to   244
SMPL  1966.1 2012.4; EST 1189;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1190;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1967.3 2012.4; EST 1191;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1977.4 2012.4; EST 1192;                                                
Sample period is now  1977.4 to  2012.4 Internally:   104 to   244
SMPL  1981.3 2012.4; EST 1193;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1989.3 2012.4; EST 1194;                                                
Sample period is now  1989.3 to  2012.4 Internally:   151 to   244
SMPL  1989.3 2012.4; EST 1195;                                                
Sample period is now  1989.3 to  2012.4 Internally:   151 to   244
SMPL  1985.3 2012.4; EST 1196;                                                
Sample period is now  1985.3 to  2012.4 Internally:   135 to   244
SMPL  1966.1 2012.4; EST 1197;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.3 2012.4; EST 1198;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1973.1 2012.4; EST 1199;                                                
Sample period is now  1973.1 to  2012.4 Internally:    85 to   244
SMPL  1966.1 2012.4; EST 1200;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1201;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1202;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1203;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1204;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1976.2 2012.4; EST 1205;                                                
Sample period is now  1976.2 to  2012.4 Internally:    98 to   244
SMPL  1966.1 2012.4; EST 1206;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1977.3 2012.4; EST 1207;                                                
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
SMPL  1966.1 2012.4; EST 1208;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1979.4 2012.4; EST 1209;                                                
Sample period is now  1979.4 to  2012.4 Internally:   112 to   244
SMPL  1970.3 2012.4; EST 1210;                                                
Sample period is now  1970.3 to  2012.4 Internally:    75 to   244
SMPL  1975.1 2012.4; EST 1211;                                                
Sample period is now  1975.1 to  2012.4 Internally:    93 to   244
SMPL  1967.3 2012.4; EST 1212;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1970.3 2012.4; EST 1213;                                                
Sample period is now  1970.3 to  2012.4 Internally:    75 to   244
SMPL  1966.1 2012.4; EST 1214;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.3 2012.4; EST 1215;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1966.1 2012.4; EST 1216;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1217;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1218;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1219;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1220;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1221;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1222;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1223;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1970.1 2012.4; EST 1224;                                                
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
SMPL  1976.2 2012.4; EST 1225;                                                
Sample period is now  1976.2 to  2012.4 Internally:    98 to   244
SMPL  1977.2 2012.4; EST 1226;                                                
Sample period is now  1977.2 to  2012.4 Internally:   102 to   244
SMPL  1966.1 2012.4; EST 1227;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1228;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1978.3 2012.4; EST 1229;                                                
Sample period is now  1978.3 to  2012.4 Internally:   107 to   244
SMPL  1966.1 2012.4; EST 1230;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1978.4 2012.4; EST 1231;                                                
Sample period is now  1978.4 to  2012.4 Internally:   108 to   244
SMPL  1980.2 2012.4; EST 1232;                                                
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
SMPL  1967.3 2012.4; EST 1233;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1977.3 2012.4; EST 1234;                                                
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
SMPL  1990.2 2012.4; EST 1235;                                                
Sample period is now  1990.2 to  2012.4 Internally:   154 to   244
SMPL  1981.3 2012.4; EST 1236;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST 1237;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST 1238;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST 1239;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST 1240;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1983.4 2012.4; EST 1241;                                                
Sample period is now  1983.4 to  2012.4 Internally:   128 to   244
SMPL  1968.3 2012.4; EST 1242;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1966.1 2012.4; EST 1243;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1244;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1245;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1246;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1247;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1248;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1249;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1250;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1967.1 2012.4; EST 1251;                                                
Sample period is now  1967.1 to  2012.4 Internally:    61 to   244
SMPL  1977.3 2012.4; EST 1252;                                                
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
SMPL  1966.1 2012.4; EST 1253;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1254;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1255;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1984.4 2012.4; EST 1256;                                                
Sample period is now  1984.4 to  2012.4 Internally:   132 to   244
SMPL  1977.4 2012.4; EST 1257;                                                
Sample period is now  1977.4 to  2012.4 Internally:   104 to   244
SMPL  1966.1 2012.4; EST 1258;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1259;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1986.1 2012.4; EST 1260;                                                
Sample period is now  1986.1 to  2012.4 Internally:   137 to   244
SMPL  1980.2 2012.4; EST 1261;                                                
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
SMPL  1976.1 2012.4; EST 1262;                                                
Sample period is now  1976.1 to  2012.4 Internally:    97 to   244
SMPL  1984.1 2012.4; EST 1263;                                                
Sample period is now  1984.1 to  2012.4 Internally:   129 to   244
SMPL  1988.3 2012.4; EST 1264;                                                
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
SMPL  1979.4 2012.4; EST 1265;                                                
Sample period is now  1979.4 to  2012.4 Internally:   112 to   244
SMPL  1981.3 2012.4; EST 1266;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST 1267;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1268;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1269;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1270;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.3 2012.4; EST 1271;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1968.3 2012.4; EST 1272;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1966.1 2012.4; EST 1273;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1274;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1973.2 2012.4; EST 1275;                                                
Sample period is now  1973.2 to  2012.4 Internally:    86 to   244
SMPL  1966.1 2012.4; EST 1276;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1277;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1278;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1279;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1280;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1281;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1978.1 2012.4; EST 1282;                                                
Sample period is now  1978.1 to  2012.4 Internally:   105 to   244
SMPL  1977.3 2012.4; EST 1283;                                                
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
SMPL  1966.1 2012.4; EST 1284;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1978.2 2012.4; EST 1285;                                                
Sample period is now  1978.2 to  2012.4 Internally:   106 to   244
SMPL  1966.1 2012.4; EST 1286;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1980.2 2012.4; EST 1287;                                                
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
SMPL  1966.1 2012.4; EST 1288;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1977.3 2012.4; EST 1289;                                                
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
SMPL  1988.3 2012.4; EST 1290;                                                
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
SMPL  1976.3 2012.4; EST 1291;                                                
Sample period is now  1976.3 to  2012.4 Internally:    99 to   244
SMPL  1986.4 2012.4; EST 1292;                                                
Sample period is now  1986.4 to  2012.4 Internally:   140 to   244
SMPL  1985.4 2012.4; EST 1293;                                                
Sample period is now  1985.4 to  2012.4 Internally:   136 to   244
SMPL  1981.3 2012.4; EST 1294;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST 1295;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST 1296;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST 1297;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST 1298;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST 1299;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1300;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1301;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1302;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1303;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1304;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1305;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1971.3 2012.4; EST 1306;                                                
Sample period is now  1971.3 to  2012.4 Internally:    79 to   244
SMPL  1966.1 2012.4; EST 1307;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1973.3 2012.4; EST 1308;                                                
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
SMPL  1966.1 2012.4; EST 1309;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1980.2 2012.4; EST 1310;                                                
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
SMPL  1966.1 2012.4; EST 1311;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST 1312;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1979.2 2012.4; EST 1313;                                                
Sample period is now  1979.2 to  2012.4 Internally:   110 to   244
SMPL  1967.3 2012.4; EST 1314;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1984.3 2012.4; EST 1315;                                                
Sample period is now  1984.3 to  2012.4 Internally:   131 to   244
SMPL  1981.3 2012.4; EST 1316;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST 1317;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST 1318;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1984.1 2012.4; EST 1319;                                                
Sample period is now  1984.1 to  2012.4 Internally:   129 to   244
SMPL  1985.3 2012.4; EST 1320;                                                
Sample period is now  1985.3 to  2012.4 Internally:   135 to   244
SMPL  1988.3 2012.4; EST 1321;                                                
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
SMPL  1966.1 2012.4; EST 1322;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.3 2012.4; EST 1323;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1966.1 2012.4; EST 1324;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1970.4 2012.4; EST 1325;                                                
Sample period is now  1970.4 to  2012.4 Internally:    76 to   244
SMPL  1966.1 2012.4; EST 1326;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1327;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1328;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1329;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1978.4 2012.4; EST 1330;                                                
Sample period is now  1978.4 to  2012.4 Internally:   108 to   244
SMPL  1966.1 2012.4; EST 1331;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1978.4 2012.4; EST 1332;                                                
Sample period is now  1978.4 to  2012.4 Internally:   108 to   244
SMPL  1975.4 2012.4; EST 1333;                                                
Sample period is now  1975.4 to  2012.4 Internally:    96 to   244
SMPL  1981.3 2012.4; EST 1334;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1980.3 2012.4; EST 1335;                                                
Sample period is now  1980.3 to  2012.4 Internally:   115 to   244
SMPL  1976.1 2012.4; EST 1336;                                                
Sample period is now  1976.1 to  2012.4 Internally:    97 to   244
SMPL  1981.3 2012.4; EST 1337;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST 1338;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST 1339;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST 1340;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1341;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1342;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1343;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1344;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1345;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1346;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1347;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1348;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1349;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1350;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1351;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1979.3 2012.4; EST 1352;                                                
Sample period is now  1979.3 to  2012.4 Internally:   111 to   244
SMPL  1966.1 2012.4; EST 1353;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1354;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1355;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1980.1 2012.4; EST 1356;                                                
Sample period is now  1980.1 to  2012.4 Internally:   113 to   244
SMPL  1980.3 2012.4; EST 1357;                                                
Sample period is now  1980.3 to  2012.4 Internally:   115 to   244
SMPL  1969.2 2012.4; EST 1358;                                                
Sample period is now  1969.2 to  2012.4 Internally:    70 to   244
SMPL  1967.3 2012.4; EST 1359;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1976.1 2012.4; EST 1360;                                                
Sample period is now  1976.1 to  2012.4 Internally:    97 to   244
SMPL  1985.4 2012.4; EST 1361;                                                
Sample period is now  1985.4 to  2012.4 Internally:   136 to   244
SMPL  1984.4 2012.4; EST 1362;                                                
Sample period is now  1984.4 to  2012.4 Internally:   132 to   244
SMPL  1981.3 2012.4; EST 1363;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1982.4 2012.4; EST 1364;                                                
Sample period is now  1982.4 to  2012.4 Internally:   124 to   244
SMPL  1988.3 2012.4; EST 1365;                                                
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
SMPL  1988.3 2012.4; EST 1366;                                                
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
SMPL  1990.2 2012.4; EST 1367;                                                
Sample period is now  1990.2 to  2012.4 Internally:   154 to   244
SMPL  1988.3 2012.4; EST 1368;                                                
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
SMPL  1968.2 2012.4; EST 1369;                                                
Sample period is now  1968.2 to  2012.4 Internally:    66 to   244
SMPL  1974.4 2012.4; EST 1370;                                                
Sample period is now  1974.4 to  2012.4 Internally:    92 to   244
SMPL  1973.3 2012.4; EST 1371;                                                
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
SMPL  1966.1 2012.4; EST 1372;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1373;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1374;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1375;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1376;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1377;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1378;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1971.3 2012.4; EST 1379;                                                
Sample period is now  1971.3 to  2012.4 Internally:    79 to   244
SMPL  1968.3 2012.4; EST 1380;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1966.1 2012.4; EST 1381;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1982.4 2012.4; EST 1382;                                                
Sample period is now  1982.4 to  2012.4 Internally:   124 to   244
SMPL  1981.3 2012.4; EST 1383;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST 1384;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1973.2 2012.4; EST 1385;                                                
Sample period is now  1973.2 to  2012.4 Internally:    86 to   244
SMPL  1989.3 2012.4; EST 1386;                                                
Sample period is now  1989.3 to  2012.4 Internally:   151 to   244
SMPL  1988.1 2012.4; EST 1387;                                                
Sample period is now  1988.1 to  2012.4 Internally:   145 to   244
SMPL  1976.1 2012.4; EST 1388;                                                
Sample period is now  1976.1 to  2012.4 Internally:    97 to   244
SMPL  1966.1 2012.4; EST 1389;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1390;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1967.4 2012.4; EST 1391;                                                
Sample period is now  1967.4 to  2012.4 Internally:    64 to   244
SMPL  1966.1 2012.4; EST 1392;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1393;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1394;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1395;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1396;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1977.3 2012.4; EST 1397;                                                
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
SMPL  1970.2 2012.4; EST 1398;                                                
Sample period is now  1970.2 to  2012.4 Internally:    74 to   244
SMPL  1978.2 2012.4; EST 1399;                                                
Sample period is now  1978.2 to  2012.4 Internally:   106 to   244
SMPL  1973.2 2012.4; EST 1400;                                                
Sample period is now  1973.2 to  2012.4 Internally:    86 to   244
SMPL  1966.1 2012.4; EST 1401;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1988.4 2012.4; EST 1402;                                                
Sample period is now  1988.4 to  2012.4 Internally:   148 to   244
SMPL  1984.2 2012.4; EST 1403;                                                
Sample period is now  1984.2 to  2012.4 Internally:   130 to   244
SMPL  1990.3 2012.4; EST 1404;                                                
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
SMPL  1976.4 2012.4; EST 1405;                                                
Sample period is now  1976.4 to  2012.4 Internally:   100 to   244
SMPL  1979.3 2012.4; EST 1406;                                                
Sample period is now  1979.3 to  2012.4 Internally:   111 to   244
SMPL  1981.3 2012.4; EST 1407;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1983.4 2012.4; EST 1408;                                                
Sample period is now  1983.4 to  2012.4 Internally:   128 to   244
SMPL  1982.2 2012.4; EST 1409;                                                
Sample period is now  1982.2 to  2012.4 Internally:   122 to   244
SMPL  1974.3 2012.4; EST 1410;                                                
Sample period is now  1974.3 to  2012.4 Internally:    91 to   244
SMPL  1974.3 2012.4; EST 1411;                                                
Sample period is now  1974.3 to  2012.4 Internally:    91 to   244
SMPL  1966.1 2012.4; EST 1412;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1413;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1414;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1415;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1416;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1417;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1418;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1419;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1420;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1421;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1422;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1423;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1424;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1970.1 2012.4; EST 1425;                                                
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
SMPL  1974.4 2012.4; EST 1426;                                                
Sample period is now  1974.4 to  2012.4 Internally:    92 to   244
SMPL  1976.1 2012.4; EST 1427;                                                
Sample period is now  1976.1 to  2012.4 Internally:    97 to   244
SMPL  1989.4 2012.4; EST 1428;                                                
Sample period is now  1989.4 to  2012.4 Internally:   152 to   244
SMPL  1985.2 2012.4; EST 1429;                                                
Sample period is now  1985.2 to  2012.4 Internally:   134 to   244
SMPL  1966.1 2012.4; EST 1430;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.3 2012.4; EST 1431;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1966.1 2012.4; EST 1432;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1973.1 2012.4; EST 1433;                                                
Sample period is now  1973.1 to  2012.4 Internally:    85 to   244
SMPL  1966.1 2012.4; EST 1434;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1435;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1436;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1437;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1438;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1991.1 2012.4; EST 1439;                                                
Sample period is now  1991.1 to  2012.4 Internally:   157 to   244
SMPL  1966.1 2012.4; EST 1440;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1441;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1442;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1976.1 2012.4; EST 1443;                                                
Sample period is now  1976.1 to  2012.4 Internally:    97 to   244
SMPL  1972.3 2012.4; EST 1444;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1980.2 2012.4; EST 1445;                                                
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
SMPL  1988.3 2012.4; EST 1446;                                                
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
SMPL  1966.1 2012.4; EST 1447;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1972.4 2012.4; EST 1448;                                                
Sample period is now  1972.4 to  2012.4 Internally:    84 to   244
SMPL  1972.4 2012.4; EST 1449;                                                
Sample period is now  1972.4 to  2012.4 Internally:    84 to   244
SMPL  1973.3 2012.4; EST 1450;                                                
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
SMPL  1973.3 2012.4; EST 1451;                                                
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
SMPL  1974.3 2012.4; EST 1452;                                                
Sample period is now  1974.3 to  2012.4 Internally:    91 to   244
SMPL  1978.2 2012.4; EST 1453;                                                
Sample period is now  1978.2 to  2012.4 Internally:   106 to   244
SMPL  1973.3 2012.4; EST 1454;                                                
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
SMPL  1977.4 2012.4; EST 1455;                                                
Sample period is now  1977.4 to  2012.4 Internally:   104 to   244
SMPL  1972.4 2012.4; EST 1456;                                                
Sample period is now  1972.4 to  2012.4 Internally:    84 to   244
SMPL  1978.3 2012.4; EST 1457;                                                
Sample period is now  1978.3 to  2012.4 Internally:   107 to   244
SMPL  1981.3 2012.4; EST 1458;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1973.3 2012.4; EST 1459;                                                
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
SMPL  1972.4 2012.4; EST 1460;                                                
Sample period is now  1972.4 to  2012.4 Internally:    84 to   244
SMPL  1966.1 2012.4; EST 1461;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1462;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.2 2012.4; EST 1463;                                                
Sample period is now  1968.2 to  2012.4 Internally:    66 to   244
SMPL  1966.1 2012.4; EST 1464;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1465;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1466;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1467;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1468;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1469;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1470;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1471;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1472;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1473;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1474;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1972.1 2012.4; EST 1475;                                                
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
SMPL  1966.1 2012.4; EST 1476;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1976.4 2012.4; EST 1477;                                                
Sample period is now  1976.4 to  2012.4 Internally:   100 to   244
SMPL  1976.2 2012.4; EST 1478;                                                
Sample period is now  1976.2 to  2012.4 Internally:    98 to   244
SMPL  1978.3 2012.4; EST 1479;                                                
Sample period is now  1978.3 to  2012.4 Internally:   107 to   244
SMPL  1970.1 2012.4; EST 1480;                                                
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
SMPL  1966.1 2012.4; EST 1481;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1986.3 2012.4; EST 1482;                                                
Sample period is now  1986.3 to  2012.4 Internally:   139 to   244
SMPL  1966.1 2012.4; EST 1483;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1967.3 2012.4; EST 1484;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1972.3 2012.4; EST 1485;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1966.1 2012.4; EST 1486;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1989.3 2012.4; EST 1487;                                                
Sample period is now  1989.3 to  2012.4 Internally:   151 to   244
SMPL  1981.3 2012.4; EST 1488;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1979.1 2012.4; EST 1489;                                                
Sample period is now  1979.1 to  2012.4 Internally:   109 to   244
SMPL  1981.3 2012.4; EST 1490;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1985.3 2012.4; EST 1491;                                                
Sample period is now  1985.3 to  2012.4 Internally:   135 to   244
SMPL  1966.1 2012.4; EST 1492;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1976.3 2012.4; EST 1493;                                                
Sample period is now  1976.3 to  2012.4 Internally:    99 to   244
SMPL  1968.3 2012.4; EST 1494;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1966.4 2012.4; EST 1495;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1969.4 2012.4; EST 1496;                                                
Sample period is now  1969.4 to  2012.4 Internally:    72 to   244
SMPL  1968.3 2012.4; EST 1497;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1968.3 2012.4; EST 1498;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1966.4 2012.4; EST 1499;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1966.4 2012.4; EST 1500;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1966.4 2012.4; EST 1501;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1966.4 2012.4; EST 1502;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1976.4 2012.4; EST 1503;                                                
Sample period is now  1976.4 to  2012.4 Internally:   100 to   244
SMPL  1966.4 2012.4; EST 1504;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1966.4 2012.4; EST 1505;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1966.4 2012.4; EST 1506;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1966.4 2012.4; EST 1507;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1967.4 2012.4; EST 1508;                                                
Sample period is now  1967.4 to  2012.4 Internally:    64 to   244
SMPL  1966.4 2012.4; EST 1509;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1976.1 2012.4; EST 1510;                                                
Sample period is now  1976.1 to  2012.4 Internally:    97 to   244
SMPL  1976.3 2012.4; EST 1511;                                                
Sample period is now  1976.3 to  2012.4 Internally:    99 to   244
SMPL  1979.2 2012.4; EST 1512;                                                
Sample period is now  1979.2 to  2012.4 Internally:   110 to   244
SMPL  1973.2 2012.4; EST 1513;                                                
Sample period is now  1973.2 to  2012.4 Internally:    86 to   244
SMPL  1983.1 2012.4; EST 1514;                                                
Sample period is now  1983.1 to  2012.4 Internally:   125 to   244
SMPL  1990.3 2012.4; EST 1515;                                                
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
SMPL  1966.4 2012.4; EST 1516;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1967.3 2012.4; EST 1517;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1966.4 2012.4; EST 1518;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1979.3 2012.4; EST 1519;                                                
Sample period is now  1979.3 to  2012.4 Internally:   111 to   244
SMPL  1966.4 2012.4; EST 1520;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1966.4 2012.4; EST 1521;                                                
Sample period is now  1966.4 to  2012.4 Internally:    60 to   244
SMPL  1989.4 2012.4; EST 1522;                                                
Sample period is now  1989.4 to  2012.4 Internally:   152 to   244
SMPL  1977.3 2012.4; EST 1523;                                                
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
SMPL  1977.3 2012.4; EST 1524;                                                
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
SMPL  1989.1 2012.4; EST 1525;                                                
Sample period is now  1989.1 to  2012.4 Internally:   149 to   244
SMPL  1977.3 2012.4; EST 1526;                                                
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
SMPL  1983.3 2012.4; EST 1527;                                                
Sample period is now  1983.3 to  2012.4 Internally:   127 to   244
SMPL  1985.4 2012.4; EST 1528;                                                
Sample period is now  1985.4 to  2012.4 Internally:   136 to   244
SMPL  1975.3 2012.4; EST 1529;                                                
Sample period is now  1975.3 to  2012.4 Internally:    95 to   244
SMPL  1990.1 2012.4; EST 1530;                                                
Sample period is now  1990.1 to  2012.4 Internally:   153 to   244
SMPL  1988.2 2012.4; EST 1531;                                                
Sample period is now  1988.2 to  2012.4 Internally:   146 to   244
SMPL  1966.1 2012.4; EST 1532;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1533;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1969.2 2012.4; EST 1534;                                                
Sample period is now  1969.2 to  2012.4 Internally:    70 to   244
SMPL  1966.1 2012.4; EST 1535;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1536;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1537;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1538;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1539;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1540;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1980.2 2012.4; EST 1541;                                                
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
SMPL  1967.3 2012.4; EST 1542;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1966.1 2012.4; EST 1543;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1544;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1545;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1546;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1547;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1971.1 2012.4; EST 1548;                                                
Sample period is now  1971.1 to  2012.4 Internally:    77 to   244
SMPL  1988.4 2012.4; EST 1549;                                                
Sample period is now  1988.4 to  2012.4 Internally:   148 to   244
SMPL  1966.1 2012.4; EST 1550;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1980.2 2012.4; EST 1551;                                                
Sample period is now  1980.2 to  2012.4 Internally:   114 to   244
SMPL  1986.1 2012.4; EST 1552;                                                
Sample period is now  1986.1 to  2012.4 Internally:   137 to   244
SMPL  1981.3 2012.4; EST 1553;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST 1554;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST 1555;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1966.1 2012.4; EST 1556;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.3 2012.4; EST 1557;                                                
Sample period is now  1968.3 to  2012.4 Internally:    67 to   244
SMPL  1966.1 2012.4; EST 1558;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1969.4 2012.4; EST 1559;                                                
Sample period is now  1969.4 to  2012.4 Internally:    72 to   244
SMPL  1969.4 2012.4; EST 1560;                                                
Sample period is now  1969.4 to  2012.4 Internally:    72 to   244
SMPL  1968.4 2012.4; EST 1561;                                                
Sample period is now  1968.4 to  2012.4 Internally:    68 to   244
SMPL  1966.1 2012.4; EST 1562;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1563;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1564;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.2 2012.4; EST 1565;                                                
Sample period is now  1968.2 to  2012.4 Internally:    66 to   244
SMPL  1966.1 2012.4; EST 1566;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1983.3 2012.4; EST 1567;                                                
Sample period is now  1983.3 to  2012.4 Internally:   127 to   244
SMPL  1970.1 2012.4; EST 1568;                                                
Sample period is now  1970.1 to  2012.4 Internally:    73 to   244
SMPL  1976.4 2012.4; EST 1569;                                                
Sample period is now  1976.4 to  2012.4 Internally:   100 to   244
SMPL  1968.2 2012.4; EST 1570;                                                
Sample period is now  1968.2 to  2012.4 Internally:    66 to   244
SMPL  1990.3 2012.4; EST 1571;                                                
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
SMPL  1988.2 2012.4; EST 1572;                                                
Sample period is now  1988.2 to  2012.4 Internally:   146 to   244
SMPL  1981.3 2012.4; EST 1573;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST 1574;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1986.2 2012.4; EST 1575;                                                
Sample period is now  1986.2 to  2012.4 Internally:   138 to   244
SMPL  1989.3 2012.4; EST 1576;                                                
Sample period is now  1989.3 to  2012.4 Internally:   151 to   244
SMPL  1966.1 2012.4; EST 1577;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1969.2 2012.4; EST 1578;                                                
Sample period is now  1969.2 to  2012.4 Internally:    70 to   244
SMPL  1966.1 2012.4; EST 1579;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1580;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1581;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1582;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1583;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1584;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1585;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.1 2012.4; EST 1586;                                                
Sample period is now  1968.1 to  2012.4 Internally:    65 to   244
SMPL  1966.1 2012.4; EST 1587;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1975.2 2012.4; EST 1588;                                                
Sample period is now  1975.2 to  2012.4 Internally:    94 to   244
SMPL  1986.2 2012.4; EST 1589;                                                
Sample period is now  1986.2 to  2012.4 Internally:   138 to   244
SMPL  1976.1 2012.4; EST 1590;                                                
Sample period is now  1976.1 to  2012.4 Internally:    97 to   244
SMPL  1972.3 2012.4; EST 1591;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1990.3 2012.4; EST 1592;                                                
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
SMPL  1967.3 2012.4; EST 1593;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1979.2 2012.4; EST 1594;                                                
Sample period is now  1979.2 to  2012.4 Internally:   110 to   244
SMPL  1966.1 2012.4; EST 1595;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1989.3 2012.4; EST 1596;                                                
Sample period is now  1989.3 to  2012.4 Internally:   151 to   244
SMPL  1985.4 2012.4; EST 1597;                                                
Sample period is now  1985.4 to  2012.4 Internally:   136 to   244
SMPL  1989.1 2012.4; EST 1598;                                                
Sample period is now  1989.1 to  2012.4 Internally:   149 to   244
SMPL  1985.4 2012.4; EST 1599;                                                
Sample period is now  1985.4 to  2012.4 Internally:   136 to   244
SMPL  1966.1 2012.4; EST 1600;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1601;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1602;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1603;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1604;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1605;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1606;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1607;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1608;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1609;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1972.1 2012.4; EST 1610;                                                
Sample period is now  1972.1 to  2012.4 Internally:    81 to   244
SMPL  1966.1 2012.4; EST 1611;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1612;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1983.3 2012.4; EST 1613;                                                
Sample period is now  1983.3 to  2012.4 Internally:   127 to   244
SMPL  1971.2 2012.4; EST 1614;                                                
Sample period is now  1971.2 to  2012.4 Internally:    78 to   244
SMPL  1979.4 2012.4; EST 1615;                                                
Sample period is now  1979.4 to  2012.4 Internally:   112 to   244
SMPL  1990.3 2012.4; EST 1616;                                                
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
SMPL  1967.3 2012.4; EST 1617;                                                
Sample period is now  1967.3 to  2012.4 Internally:    63 to   244
SMPL  1981.3 2012.4; EST 1618;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1988.3 2012.4; EST 1619;                                                
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
SMPL  1972.3 2012.4; EST 1620;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1966.1 2012.4; EST 1621;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1622;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1623;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.3 2012.4; EST 1624;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1973.2 2012.4; EST 1625;                                                
Sample period is now  1973.2 to  2012.4 Internally:    86 to   244
SMPL  1989.3 2012.4; EST 1626;                                                
Sample period is now  1989.3 to  2012.4 Internally:   151 to   244
SMPL  1966.1 2012.4; EST 1627;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1628;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1629;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1630;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1969.2 2012.4; EST 1631;                                                
Sample period is now  1969.2 to  2012.4 Internally:    70 to   244
SMPL  1969.4 2012.4; EST 1632;                                                
Sample period is now  1969.4 to  2012.4 Internally:    72 to   244
SMPL  1972.2 2012.4; EST 1633;                                                
Sample period is now  1972.2 to  2012.4 Internally:    82 to   244
SMPL  1983.4 2012.4; EST 1634;                                                
Sample period is now  1983.4 to  2012.4 Internally:   128 to   244
SMPL  1981.3 2012.4; EST 1635;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1969.4 2012.4; EST 1636;                                                
Sample period is now  1969.4 to  2012.4 Internally:    72 to   244
SMPL  1976.1 2012.4; EST 1637;                                                
Sample period is now  1976.1 to  2012.4 Internally:    97 to   244
SMPL  1982.1 2012.4; EST 1638;                                                
Sample period is now  1982.1 to  2012.4 Internally:   121 to   244
SMPL  1981.3 2012.4; EST 1639;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1981.3 2012.4; EST 1640;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1974.4 2012.4; EST 1641;                                                
Sample period is now  1974.4 to  2012.4 Internally:    92 to   244
SMPL  1966.1 2012.4; EST 1642;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1643;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1644;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1645;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1646;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1647;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1648;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1649;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1968.2 2012.4; EST 1650;                                                
Sample period is now  1968.2 to  2012.4 Internally:    66 to   244
SMPL  1966.1 2012.4; EST 1651;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1990.3 2012.4; EST 1652;                                                
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
SMPL  1966.1 2012.4; EST 1653;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1981.4 2012.4; EST 1654;                                                
Sample period is now  1981.4 to  2012.4 Internally:   120 to   244
SMPL  1981.3 2012.4; EST 1655;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1971.2 2012.4; EST 1656;                                                
Sample period is now  1971.2 to  2012.4 Internally:    78 to   244
SMPL  1986.1 2012.4; EST 1657;                                                
Sample period is now  1986.1 to  2012.4 Internally:   137 to   244
SMPL  1976.4 2012.4; EST 1658;                                                
Sample period is now  1976.4 to  2012.4 Internally:   100 to   244
SMPL  1974.4 2012.4; EST 1659;                                                
Sample period is now  1974.4 to  2012.4 Internally:    92 to   244
SMPL  1972.4 2012.4; EST 1660;                                                
Sample period is now  1972.4 to  2012.4 Internally:    84 to   244
SMPL  1972.3 2012.4; EST 1661;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1972.3 2012.4; EST 1662;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1972.3 2012.4; EST 1663;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1966.1 2012.4; EST 1664;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1665;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1966.1 2012.4; EST 1666;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1977.3 2012.4; EST 1667;                                                
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
SMPL  1972.4 2012.4; EST 1668;                                                
Sample period is now  1972.4 to  2012.4 Internally:    84 to   244
SMPL  1972.2 2012.4; EST 1669;                                                
Sample period is now  1972.2 to  2012.4 Internally:    82 to   244
SMPL  1976.3 2012.4; EST 1670;                                                
Sample period is now  1976.3 to  2012.4 Internally:    99 to   244
SMPL  1973.2 2012.4; EST 1671;                                                
Sample period is now  1973.2 to  2012.4 Internally:    86 to   244
SMPL  1972.3 2012.4; EST 1672;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1984.3 2012.4; EST 1673;                                                
Sample period is now  1984.3 to  2012.4 Internally:   131 to   244
SMPL  1977.3 2012.4; EST 1674;                                                
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
SMPL  1975.3 2012.4; EST 1675;                                                
Sample period is now  1975.3 to  2012.4 Internally:    95 to   244
SMPL  1989.2 2012.4; EST 1676;                                                
Sample period is now  1989.2 to  2012.4 Internally:   150 to   244
SMPL  1990.3 2012.4; EST 1677;                                                
Sample period is now  1990.3 to  2012.4 Internally:   155 to   244
SMPL  1973.3 2012.4; EST 1678;                                                
Sample period is now  1973.3 to  2012.4 Internally:    87 to   244
SMPL  1977.3 2012.4; EST 1679;                                                
Sample period is now  1977.3 to  2012.4 Internally:   103 to   244
SMPL  1972.3 2012.4; EST 1680;                                                
Sample period is now  1972.3 to  2012.4 Internally:    83 to   244
SMPL  1984.4 2012.4; EST 1681;                                                
Sample period is now  1984.4 to  2012.4 Internally:   132 to   244
SMPL  1982.2 2012.4; EST 1682;                                                
Sample period is now  1982.2 to  2012.4 Internally:   122 to   244
SMPL  1981.3 2012.4; EST 1683;                                                
Sample period is now  1981.3 to  2012.4 Internally:   119 to   244
SMPL  1988.3 2012.4; EST 1684;                                                
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
SMPL  1988.3 2012.4; EST 1685;                                                
Sample period is now  1988.3 to  2012.4 Internally:   147 to   244
SMPL  1979.3 2012.4; EST 1686;                                                
Sample period is now  1979.3 to  2012.4 Internally:   111 to   244
SMPL  1977.4 2012.4; EST 1687;                                                
Sample period is now  1977.4 to  2012.4 Internally:   104 to   244
SMPL  1966.1 2012.4; EST 1688;                                                
Sample period is now  1966.1 to  2012.4 Internally:    57 to   244
SMPL  1975.3 2012.4; EST 1689;                                                
Sample period is now  1975.3 to  2012.4 Internally:    95 to   244
END;                                                                          
RETURN;                                                                       
Control returned to previous input data set.
@ Exogenous periods for equations                                             
INPUT FILE=MCEXGSTR.INP;                                                      
Control passed to data set MCEXGSTR.INP    
@ US                                                                          
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= LCSZ    ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable LCSZ     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= LCNZ    ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable LCNZ     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= CDZ1    ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable CDZ1     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= IHHZ1   ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable IHHZ1    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= LL1Z    ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable LL1Z     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= LL2Z    ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable LL2Z     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= LL3Z    ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable LL3Z     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= LLMZ    ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable LLMZ     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= NONE9   ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable NONE9    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= LPF     ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable LPF      taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= LY      ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable LY       taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= LKK1    ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable LKK1     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= LJF1    ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable LJF1     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= LHF1    ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable LHF1     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1955.4;EXOGENOUS VARIABLE= LHO     ;                              
Sample period is now  1952.1 to  1955.4 Internally:     1 to    16
Variable LHO      taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= LWFQZ   ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable LWFQZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= LMFZ    ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable LMFZ     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= LDF1    ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable LDF1     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= NONE19  ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable NONE19   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= NONE20  ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable NONE20   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= NONE21  ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable NONE21   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= NONE22  ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable NONE22   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= RBMRSL2 ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable RBMRSL2  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= RMMRSL2 ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable RMMRSL2  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= CGZ     ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable CGZ      taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= LCURZ   ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable LCURZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= LIMZ    ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable LIMZ     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= LUB     ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable LUB      taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= INTGZ   ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable INTGZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1953.4;EXOGENOUS VARIABLE= RS      ;                              
Sample period is now  1952.1 to  1953.4 Internally:     1 to     8
Variable RS       taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= LPXA    ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable LPXA     taken to be exogenous for the sample period in effect.
@ CA                                                                          
SMPL 1952.1 1961.1;EXOGENOUS VARIABLE= CALIMZ  ;                              
Sample period is now  1952.1 to  1961.1 Internally:     1 to    37
Variable CALIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.1;EXOGENOUS VARIABLE= CALCZ   ;                              
Sample period is now  1952.1 to  1961.1 Internally:     1 to    37
Variable CALCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.1;EXOGENOUS VARIABLE= CALI    ;                              
Sample period is now  1952.1 to  1961.1 Internally:     1 to    37
Variable CALI     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.1;EXOGENOUS VARIABLE= CALPY   ;                              
Sample period is now  1952.1 to  1961.1 Internally:     1 to    37
Variable CALPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.4;EXOGENOUS VARIABLE= CALM1Z  ;                              
Sample period is now  1952.1 to  1967.4 Internally:     1 to    64
Variable CALM1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= CARS    ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable CARS     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.1;EXOGENOUS VARIABLE= CARBZ   ;                              
Sample period is now  1952.1 to  1961.1 Internally:     1 to    37
Variable CARBZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= CALE1Z  ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable CALE1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= CALF    ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable CALF     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.1;EXOGENOUS VARIABLE= CALPXA  ;                              
Sample period is now  1952.1 to  1961.1 Internally:     1 to    37
Variable CALPXA   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.1;EXOGENOUS VARIABLE= CALJ1   ;                              
Sample period is now  1952.1 to  1961.1 Internally:     1 to    37
Variable CALJ1    taken to be exogenous for the sample period in effect.
@ JA                                                                          
SMPL 1952.1 1965.4;EXOGENOUS VARIABLE= JALIMZ  ;                              
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable JALIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4;EXOGENOUS VARIABLE= JALCZ   ;                              
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable JALCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4;EXOGENOUS VARIABLE= JALPY   ;                              
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable JALPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= JARS    ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable JARS     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4;EXOGENOUS VARIABLE= JARBZ   ;                              
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable JARBZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= JALE1Z  ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable JALE1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= JALF    ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable JALF     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4;EXOGENOUS VARIABLE= JALPXA  ;                              
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable JALPXA   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4;EXOGENOUS VARIABLE= JALJ1   ;                              
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable JALJ1    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4;EXOGENOUS VARIABLE= JALL1Z  ;                              
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable JALL1Z   taken to be exogenous for the sample period in effect.
@ AU                                                                          
SMPL 1952.1 1969.4;EXOGENOUS VARIABLE= AULIMZ  ;                              
Sample period is now  1952.1 to  1969.4 Internally:     1 to    72
Variable AULIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.4;EXOGENOUS VARIABLE= AULCZ   ;                              
Sample period is now  1952.1 to  1969.4 Internally:     1 to    72
Variable AULCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.4;EXOGENOUS VARIABLE= AULI    ;                              
Sample period is now  1952.1 to  1969.4 Internally:     1 to    72
Variable AULI     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.4;EXOGENOUS VARIABLE= AULPY   ;                              
Sample period is now  1952.1 to  1969.4 Internally:     1 to    72
Variable AULPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= AURSA   ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable AURSA    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.4;EXOGENOUS VARIABLE= AURBZ   ;                              
Sample period is now  1952.1 to  1969.4 Internally:     1 to    72
Variable AURBZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= AULH1Z  ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable AULH1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= AULF    ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable AULF     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.4;EXOGENOUS VARIABLE= AULPXA  ;                              
Sample period is now  1952.1 to  1969.4 Internally:     1 to    72
Variable AULPXA   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.4;EXOGENOUS VARIABLE= AULJ1   ;                              
Sample period is now  1952.1 to  1969.4 Internally:     1 to    72
Variable AULJ1    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.4;EXOGENOUS VARIABLE= AULL1Z  ;                              
Sample period is now  1952.1 to  1969.4 Internally:     1 to    72
Variable AULL1Z   taken to be exogenous for the sample period in effect.
@ FR                                                                          
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= FRLIMZ  ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable FRLIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= FRLCZ   ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable FRLCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= FRLI    ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable FRLI     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= FRLY    ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable FRLY     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= FRLPY   ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable FRLPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= FRRSA   ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable FRRSA    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= FRRBZ   ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable FRRBZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= FRLH1   ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable FRLH1    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= FRLF    ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable FRLF     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= FRLPXA  ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable FRLPXA   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.1;EXOGENOUS VARIABLE= FRLJ1   ;                              
Sample period is now  1952.1 to  1961.1 Internally:     1 to    37
Variable FRLJ1    taken to be exogenous for the sample period in effect.
@ GE                                                                          
SMPL 1952.1 1970.4;EXOGENOUS VARIABLE= GELIMZ  ;                              
Sample period is now  1952.1 to  1970.4 Internally:     1 to    76
Variable GELIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1962.4;EXOGENOUS VARIABLE= GELCZ   ;                              
Sample period is now  1952.1 to  1962.4 Internally:     1 to    44
Variable GELCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1962.4;EXOGENOUS VARIABLE= GELI    ;                              
Sample period is now  1952.1 to  1962.4 Internally:     1 to    44
Variable GELI     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1962.4;EXOGENOUS VARIABLE= GELPY   ;                              
Sample period is now  1952.1 to  1962.4 Internally:     1 to    44
Variable GELPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4;EXOGENOUS VARIABLE= GELM1Z  ;                              
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable GELM1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= GERSA   ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable GERSA    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1962.4;EXOGENOUS VARIABLE= GERBZ   ;                              
Sample period is now  1952.1 to  1962.4 Internally:     1 to    44
Variable GERBZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= GELE1   ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable GELE1    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= GELF    ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable GELF     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1962.4;EXOGENOUS VARIABLE= GELPXA  ;                              
Sample period is now  1952.1 to  1962.4 Internally:     1 to    44
Variable GELPXA   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1962.4;EXOGENOUS VARIABLE= GELJ1   ;                              
Sample period is now  1952.1 to  1962.4 Internally:     1 to    44
Variable GELJ1    taken to be exogenous for the sample period in effect.
@ IT                                                                          
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= ITLIMZ  ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable ITLIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= ITLCZ   ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable ITLCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= ITLI    ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable ITLI     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= ITLY    ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable ITLY     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= ITLPY   ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable ITLPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= ITRSA   ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable ITRSA    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= ITRBZ   ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable ITRBZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= ITLH1Z  ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable ITLH1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.2;EXOGENOUS VARIABLE= ITLF    ;                              
Sample period is now  1952.1 to  1976.2 Internally:     1 to    98
Variable ITLF     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= ITLPXA  ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable ITLPXA   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= ITLJ1   ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable ITLJ1    taken to be exogenous for the sample period in effect.
@ NE                                                                          
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= NELIMZ  ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable NELIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.4;EXOGENOUS VARIABLE= NELCZ   ;                              
Sample period is now  1952.1 to  1966.4 Internally:     1 to    60
Variable NELCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= NELI    ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable NELI     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.4;EXOGENOUS VARIABLE= NELPY   ;                              
Sample period is now  1952.1 to  1966.4 Internally:     1 to    60
Variable NELPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= NELM1Z  ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable NELM1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= NERSA   ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable NERSA    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= NERBZ   ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable NERBZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= NELH1Z  ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable NELH1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= NELF    ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable NELF     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= NELPXA  ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable NELPXA   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= NELJ1   ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable NELJ1    taken to be exogenous for the sample period in effect.
@ ST                                                                          
SMPL 1952.1 1970.4;EXOGENOUS VARIABLE= STLIMZ  ;                              
Sample period is now  1952.1 to  1970.4 Internally:     1 to    76
Variable STLIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.4;EXOGENOUS VARIABLE= STLCZ   ;                              
Sample period is now  1952.1 to  1976.4 Internally:     1 to   100
Variable STLCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1970.4;EXOGENOUS VARIABLE= STLI    ;                              
Sample period is now  1952.1 to  1970.4 Internally:     1 to    76
Variable STLI     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1970.4;EXOGENOUS VARIABLE= STLPY   ;                              
Sample period is now  1952.1 to  1970.4 Internally:     1 to    76
Variable STLPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.4;EXOGENOUS VARIABLE= STLM1Z  ;                              
Sample period is now  1952.1 to  1975.4 Internally:     1 to    96
Variable STLM1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= STRS    ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable STRS     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1970.4;EXOGENOUS VARIABLE= STRBZ   ;                              
Sample period is now  1952.1 to  1970.4 Internally:     1 to    76
Variable STRBZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.4;EXOGENOUS VARIABLE= STLH1Z  ;                              
Sample period is now  1952.1 to  1976.4 Internally:     1 to   100
Variable STLH1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= STLF    ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable STLF     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1970.4;EXOGENOUS VARIABLE= STLPXA  ;                              
Sample period is now  1952.1 to  1970.4 Internally:     1 to    76
Variable STLPXA   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1970.4;EXOGENOUS VARIABLE= STLJ1   ;                              
Sample period is now  1952.1 to  1970.4 Internally:     1 to    76
Variable STLJ1    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.4;EXOGENOUS VARIABLE= STLL1Z  ;                              
Sample period is now  1952.1 to  1976.4 Internally:     1 to   100
Variable STLL1Z   taken to be exogenous for the sample period in effect.
@ UK                                                                          
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= UKLIMZ  ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable UKLIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= UKLCZ   ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable UKLCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= UKLI    ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable UKLI     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= UKLPY   ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable UKLPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.1;EXOGENOUS VARIABLE= UKLM1Z  ;                              
Sample period is now  1952.1 to  1971.1 Internally:     1 to    77
Variable UKLM1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= UKRS    ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable UKRS     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= UKRBZ   ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable UKRBZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= UKLH1Z  ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable UKLH1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= UKLF    ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable UKLF     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= UKLPXA  ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable UKLPXA   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= UKLJ1   ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable UKLJ1    taken to be exogenous for the sample period in effect.
@ FI                                                                          
SMPL 1952.1 1964.4;EXOGENOUS VARIABLE= FILIMZ  ;                              
Sample period is now  1952.1 to  1964.4 Internally:     1 to    52
Variable FILIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= FILCZ   ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable FILCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= FILI    ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable FILI     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= FILPY   ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable FILPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.4;EXOGENOUS VARIABLE= FILM1Z  ;                              
Sample period is now  1952.1 to  1969.4 Internally:     1 to    72
Variable FILM1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= FIRSA   ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable FIRSA    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= FILH1   ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable FILH1    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= FILF    ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable FILF     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= FILPXA  ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable FILPXA   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= FILJ1   ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable FILJ1    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1960.4;EXOGENOUS VARIABLE= FILL1Z  ;                              
Sample period is now  1952.1 to  1960.4 Internally:     1 to    36
Variable FILL1Z   taken to be exogenous for the sample period in effect.
@ AS                                                                          
SMPL 1952.1 1965.4;EXOGENOUS VARIABLE= ASLIMZ  ;                              
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable ASLIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4;EXOGENOUS VARIABLE= ASLCZ   ;                              
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable ASLCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4;EXOGENOUS VARIABLE= ASLI    ;                              
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable ASLI     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4;EXOGENOUS VARIABLE= ASLY    ;                              
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable ASLY     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.4;EXOGENOUS VARIABLE= ASLPY   ;                              
Sample period is now  1952.1 to  1968.4 Internally:     1 to    68
Variable ASLPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4;EXOGENOUS VARIABLE= ASLM1Z  ;                              
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable ASLM1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= ASRS    ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable ASRS     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4;EXOGENOUS VARIABLE= ASRBZ   ;                              
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable ASRBZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= ASLE1   ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable ASLE1    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.4;EXOGENOUS VARIABLE= ASLF    ;                              
Sample period is now  1952.1 to  1975.4 Internally:     1 to    96
Variable ASLF     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4;EXOGENOUS VARIABLE= ASLPXA  ;                              
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable ASLPXA   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4;EXOGENOUS VARIABLE= ASLJ1   ;                              
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable ASLJ1    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4;EXOGENOUS VARIABLE= ASLL1Z  ;                              
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable ASLL1Z   taken to be exogenous for the sample period in effect.
@ SO                                                                          
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= SOLIMZ  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable SOLIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= SOLCZ   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable SOLCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= SOLI    ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable SOLI     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= SOLPY   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable SOLPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= SORS    ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable SORS     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= SORBZ   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable SORBZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= SOLPXA  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable SOLPXA   taken to be exogenous for the sample period in effect.
@ KO                                                                          
SMPL 1952.1 1973.4;EXOGENOUS VARIABLE= KOLIMZ  ;                              
Sample period is now  1952.1 to  1973.4 Internally:     1 to    88
Variable KOLIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.4;EXOGENOUS VARIABLE= KOLCZ   ;                              
Sample period is now  1952.1 to  1973.4 Internally:     1 to    88
Variable KOLCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.4;EXOGENOUS VARIABLE= KOLI    ;                              
Sample period is now  1952.1 to  1973.4 Internally:     1 to    88
Variable KOLI     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.4;EXOGENOUS VARIABLE= KOLPY   ;                              
Sample period is now  1952.1 to  1973.4 Internally:     1 to    88
Variable KOLPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.4;EXOGENOUS VARIABLE= KOLM1Z  ;                              
Sample period is now  1952.1 to  1973.4 Internally:     1 to    88
Variable KOLM1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.4;EXOGENOUS VARIABLE= KORBZ   ;                              
Sample period is now  1952.1 to  1973.4 Internally:     1 to    88
Variable KORBZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.4;EXOGENOUS VARIABLE= KOLE1   ;                              
Sample period is now  1952.1 to  1973.4 Internally:     1 to    88
Variable KOLE1    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.4;EXOGENOUS VARIABLE= KOLPXA  ;                              
Sample period is now  1952.1 to  1973.4 Internally:     1 to    88
Variable KOLPXA   taken to be exogenous for the sample period in effect.
@ BE                                                                          
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= BELIMZ  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable BELIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= BELCZ   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable BELCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= BELI    ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable BELI     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= BELPY   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable BELPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= BELM1Z  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable BELM1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4;EXOGENOUS VARIABLE= BERSA   ;                              
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable BERSA    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= BERBZ   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable BERBZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4;EXOGENOUS VARIABLE= BELH1   ;                              
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable BELH1    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= BELPXA  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable BELPXA   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= BELJ1   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable BELJ1    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= BELL1Z  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable BELL1Z   taken to be exogenous for the sample period in effect.
@ DE                                                                          
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= DELIMZ  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable DELIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= DELCZ   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable DELCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= DELI    ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable DELI     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= DELPY   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable DELPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= DELM1Z  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable DELM1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4;EXOGENOUS VARIABLE= DERS    ;                              
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable DERS     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= DERBZ   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable DERBZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4;EXOGENOUS VARIABLE= DELH1Z  ;                              
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable DELH1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= DELPXA  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable DELPXA   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= DELJ1   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable DELJ1    taken to be exogenous for the sample period in effect.
@ NO                                                                          
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= NOLIMZ  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable NOLIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= NOLCZ   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable NOLCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= NOLI    ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable NOLI     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= NOLPY   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable NOLPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4;EXOGENOUS VARIABLE= NORS    ;                              
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable NORS     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= NORBZ   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable NORBZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4;EXOGENOUS VARIABLE= NOLH1Z  ;                              
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable NOLH1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= NOLJ1   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable NOLJ1    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= NOLL1Z  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable NOLL1Z   taken to be exogenous for the sample period in effect.
@ SW                                                                          
SMPL 1952.1 1964.4;EXOGENOUS VARIABLE= SWLIMZ  ;                              
Sample period is now  1952.1 to  1964.4 Internally:     1 to    52
Variable SWLIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1964.4;EXOGENOUS VARIABLE= SWLCZ   ;                              
Sample period is now  1952.1 to  1964.4 Internally:     1 to    52
Variable SWLCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1964.4;EXOGENOUS VARIABLE= SWLI    ;                              
Sample period is now  1952.1 to  1964.4 Internally:     1 to    52
Variable SWLI     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1964.4;EXOGENOUS VARIABLE= SWLPY   ;                              
Sample period is now  1952.1 to  1964.4 Internally:     1 to    52
Variable SWLPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1964.4;EXOGENOUS VARIABLE= SWLM1Z  ;                              
Sample period is now  1952.1 to  1964.4 Internally:     1 to    52
Variable SWLM1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4;EXOGENOUS VARIABLE= SWRS    ;                              
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable SWRS     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4;EXOGENOUS VARIABLE= SWLH1   ;                              
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable SWLH1    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1964.4;EXOGENOUS VARIABLE= SWLPXA  ;                              
Sample period is now  1952.1 to  1964.4 Internally:     1 to    52
Variable SWLPXA   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1964.4;EXOGENOUS VARIABLE= SWLJ1   ;                              
Sample period is now  1952.1 to  1964.4 Internally:     1 to    52
Variable SWLJ1    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1964.4;EXOGENOUS VARIABLE= SWLL1Z  ;                              
Sample period is now  1952.1 to  1964.4 Internally:     1 to    52
Variable SWLL1Z   taken to be exogenous for the sample period in effect.
@ GR                                                                          
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= GRLIMZ  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable GRLIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= GRLCZ   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable GRLCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= GRLI    ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable GRLI     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4;EXOGENOUS VARIABLE= GRLH1   ;                              
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable GRLH1    taken to be exogenous for the sample period in effect.
@ IR                                                                          
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= IRLIMZ  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable IRLIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= IRLCZ   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable IRLCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= IRLI    ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable IRLI     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= IRLPY   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable IRLPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1982.4;EXOGENOUS VARIABLE= IRLM1Z  ;                              
Sample period is now  1952.1 to  1982.4 Internally:     1 to   124
Variable IRLM1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4;EXOGENOUS VARIABLE= IRRSA   ;                              
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable IRRSA    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= IRRBZ   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable IRRBZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4;EXOGENOUS VARIABLE= IRLH1   ;                              
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable IRLH1    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= IRLPXA  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable IRLPXA   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= IRLJ1   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable IRLJ1    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= IRLL1Z  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable IRLL1Z   taken to be exogenous for the sample period in effect.
@ PO                                                                          
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= POLIMZ  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable POLIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= POLCZ   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable POLCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= POLI    ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable POLI     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= POLPY   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable POLPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= POLM1Z  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable POLM1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4;EXOGENOUS VARIABLE= PORSA   ;                              
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable PORSA    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= PORBZ   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable PORBZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4;EXOGENOUS VARIABLE= POLH1   ;                              
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable POLH1    taken to be exogenous for the sample period in effect.
@ SP                                                                          
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= SPLIMZ  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable SPLIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= SPLCZ   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable SPLCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= SPLI    ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable SPLI     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= SPLPY   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable SPLPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= SPLM1Z  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable SPLM1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4;EXOGENOUS VARIABLE= SPRSA   ;                              
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable SPRSA    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4;EXOGENOUS VARIABLE= SPLH1   ;                              
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable SPLH1    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= SPLPXA  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable SPLPXA   taken to be exogenous for the sample period in effect.
@ NZ                                                                          
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= NZLIMZ  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable NZLIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= NZLCZ   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable NZLCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= NZLI    ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable NZLI     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= NZLPY   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable NZLPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1978.4;EXOGENOUS VARIABLE= NZRS    ;                              
Sample period is now  1952.1 to  1978.4 Internally:     1 to   108
Variable NZRS     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.4;EXOGENOUS VARIABLE= NZRBZ   ;                              
Sample period is now  1952.1 to  1988.4 Internally:     1 to   148
Variable NZRBZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.4;EXOGENOUS VARIABLE= NZLE1Z  ;                              
Sample period is now  1952.1 to  1977.4 Internally:     1 to   104
Variable NZLE1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= NZLPXA  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable NZLPXA   taken to be exogenous for the sample period in effect.
@ SA                                                                          
SMPL 1952.1 1969.4;EXOGENOUS VARIABLE= SALIMZ  ;                              
Sample period is now  1952.1 to  1969.4 Internally:     1 to    72
Variable SALIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.4;EXOGENOUS VARIABLE= SALCZ   ;                              
Sample period is now  1952.1 to  1969.4 Internally:     1 to    72
Variable SALCZ    taken to be exogenous for the sample period in effect.
@ VE                                                                          
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= VELIMZ  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable VELIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= VELCZ   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable VELCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= VELM1Z  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable VELM1Z   taken to be exogenous for the sample period in effect.
@ CO                                                                          
SMPL 1952.1 1969.4;EXOGENOUS VARIABLE= COLIMZ  ;                              
Sample period is now  1952.1 to  1969.4 Internally:     1 to    72
Variable COLIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.4;EXOGENOUS VARIABLE= COLCZ   ;                              
Sample period is now  1952.1 to  1969.4 Internally:     1 to    72
Variable COLCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.4;EXOGENOUS VARIABLE= NONE256 ;                              
Sample period is now  1952.1 to  1969.4 Internally:     1 to    72
Variable NONE256  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.4;EXOGENOUS VARIABLE= COLPXA  ;                              
Sample period is now  1952.1 to  1977.4 Internally:     1 to   104
Variable COLPXA   taken to be exogenous for the sample period in effect.
@ JO                                                                          
SMPL 1952.1 1977.4;EXOGENOUS VARIABLE= JOLIMZ  ;                              
Sample period is now  1952.1 to  1977.4 Internally:     1 to   104
Variable JOLIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.4;EXOGENOUS VARIABLE= JOLPY   ;                              
Sample period is now  1952.1 to  1977.4 Internally:     1 to   104
Variable JOLPY    taken to be exogenous for the sample period in effect.
@ SY                                                                          
SMPL 1952.1 1964.4;EXOGENOUS VARIABLE= SYLIMZ  ;                              
Sample period is now  1952.1 to  1964.4 Internally:     1 to    52
Variable SYLIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1964.4;EXOGENOUS VARIABLE= SYLCZ   ;                              
Sample period is now  1952.1 to  1964.4 Internally:     1 to    52
Variable SYLCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1964.4;EXOGENOUS VARIABLE= SYLPY   ;                              
Sample period is now  1952.1 to  1964.4 Internally:     1 to    52
Variable SYLPY    taken to be exogenous for the sample period in effect.
@ ID                                                                          
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= IDLIMZ  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable IDLIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= IDLCZ   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable IDLCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= IDLI    ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable IDLI     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= IDLM1Z  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable IDLM1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4;EXOGENOUS VARIABLE= IDRS    ;                              
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable IDRS     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= IDLPXA  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable IDLPXA   taken to be exogenous for the sample period in effect.
@ MA                                                                          
SMPL 1952.1 1971.4;EXOGENOUS VARIABLE= MALIMZ  ;                              
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable MALIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4;EXOGENOUS VARIABLE= MALCZ   ;                              
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable MALCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4;EXOGENOUS VARIABLE= MALPY   ;                              
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable MALPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4;EXOGENOUS VARIABLE= MALPXA  ;                              
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable MALPXA   taken to be exogenous for the sample period in effect.
@ PA                                                                          
SMPL 1952.1 1973.4;EXOGENOUS VARIABLE= PALIMZ  ;                              
Sample period is now  1952.1 to  1973.4 Internally:     1 to    88
Variable PALIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.4;EXOGENOUS VARIABLE= PALCZ   ;                              
Sample period is now  1952.1 to  1973.4 Internally:     1 to    88
Variable PALCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.4;EXOGENOUS VARIABLE= PALI    ;                              
Sample period is now  1952.1 to  1973.4 Internally:     1 to    88
Variable PALI     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.4;EXOGENOUS VARIABLE= PALY    ;                              
Sample period is now  1952.1 to  1973.4 Internally:     1 to    88
Variable PALY     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.4;EXOGENOUS VARIABLE= PALPY   ;                              
Sample period is now  1952.1 to  1973.4 Internally:     1 to    88
Variable PALPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.4;EXOGENOUS VARIABLE= PALM1Z  ;                              
Sample period is now  1952.1 to  1973.4 Internally:     1 to    88
Variable PALM1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.4;EXOGENOUS VARIABLE= PARS    ;                              
Sample period is now  1952.1 to  1973.4 Internally:     1 to    88
Variable PARS     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.4;EXOGENOUS VARIABLE= PALPXA  ;                              
Sample period is now  1952.1 to  1973.4 Internally:     1 to    88
Variable PALPXA   taken to be exogenous for the sample period in effect.
@ PH                                                                          
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= PHLIMZ  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable PHLIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= PHLCZ   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable PHLCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= PHLPY   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable PHLPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= PHLM1Z  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable PHLM1Z   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4;EXOGENOUS VARIABLE= PHRS    ;                              
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable PHRS     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4;EXOGENOUS VARIABLE= PHLE1   ;                              
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable PHLE1    taken to be exogenous for the sample period in effect.
@ TH                                                                          
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= THLIMZ  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable THLIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= THLCZ   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable THLCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= THLPY   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable THLPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.4;EXOGENOUS VARIABLE= THRBZ   ;                              
Sample period is now  1952.1 to  1977.4 Internally:     1 to   104
Variable THRBZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= THLPXA  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable THLPXA   taken to be exogenous for the sample period in effect.
@ CH                                                                          
SMPL 1952.1 1983.4;EXOGENOUS VARIABLE= CHLIMZ  ;                              
Sample period is now  1952.1 to  1983.4 Internally:     1 to   128
Variable CHLIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1983.4;EXOGENOUS VARIABLE= CHLCZ   ;                              
Sample period is now  1952.1 to  1983.4 Internally:     1 to   128
Variable CHLCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1983.4;EXOGENOUS VARIABLE= CHLI    ;                              
Sample period is now  1952.1 to  1983.4 Internally:     1 to   128
Variable CHLI     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1983.4;EXOGENOUS VARIABLE= CHLPY   ;                              
Sample period is now  1952.1 to  1983.4 Internally:     1 to   128
Variable CHLPY    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1983.4;EXOGENOUS VARIABLE= CHLPXA  ;                              
Sample period is now  1952.1 to  1983.4 Internally:     1 to   128
Variable CHLPXA   taken to be exogenous for the sample period in effect.
@ AR                                                                          
SMPL 1952.1 1993.4;EXOGENOUS VARIABLE= ARLCZ   ;                              
Sample period is now  1952.1 to  1993.4 Internally:     1 to   168
Variable ARLCZ    taken to be exogenous for the sample period in effect.
@ BR                                                                          
SMPL 1952.1 1994.4;EXOGENOUS VARIABLE= BRLIMZ  ;                              
Sample period is now  1952.1 to  1994.4 Internally:     1 to   172
Variable BRLIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1994.4;EXOGENOUS VARIABLE= BRLCZ   ;                              
Sample period is now  1952.1 to  1994.4 Internally:     1 to   172
Variable BRLCZ    taken to be exogenous for the sample period in effect.
@ CE                                                                          
SMPL 1952.1 1977.4;EXOGENOUS VARIABLE= CELIMZ  ;                              
Sample period is now  1952.1 to  1977.4 Internally:     1 to   104
Variable CELIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.4;EXOGENOUS VARIABLE= CELCZ   ;                              
Sample period is now  1952.1 to  1977.4 Internally:     1 to   104
Variable CELCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.4;EXOGENOUS VARIABLE= CELPY   ;                              
Sample period is now  1952.1 to  1977.4 Internally:     1 to   104
Variable CELPY    taken to be exogenous for the sample period in effect.
@ ME                                                                          
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= MELIMZ  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable MELIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= MELCZ   ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable MELCZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1961.4;EXOGENOUS VARIABLE= MELPXA  ;                              
Sample period is now  1952.1 to  1961.4 Internally:     1 to    40
Variable MELPXA   taken to be exogenous for the sample period in effect.
@ PE                                                                          
SMPL 1952.1 1991.4;EXOGENOUS VARIABLE= PELIMZ  ;                              
Sample period is now  1952.1 to  1991.4 Internally:     1 to   160
Variable PELIMZ   taken to be exogenous for the sample period in effect.
SMPL 1952.1 1991.4;EXOGENOUS VARIABLE= PELCZ   ;                              
Sample period is now  1952.1 to  1991.4 Internally:     1 to   160
Variable PELCZ    taken to be exogenous for the sample period in effect.
@ EU                                                                          
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= EURS    ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable EURS     taken to be exogenous for the sample period in effect.
SMPL 1952.1 1970.2;EXOGENOUS VARIABLE= EURBZ   ;                              
Sample period is now  1952.1 to  1970.2 Internally:     1 to    74
Variable EURBZ    taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1;EXOGENOUS VARIABLE= EULE1   ;                              
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable EULE1    taken to be exogenous for the sample period in effect.
RETURN;                                                                       
Control returned to previous input data set.
INPUT FILE=MCEXGSHR.INP;                                                      
Control passed to data set MCEXGSHR.INP    
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAUUS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAUUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRUS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEUS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITUS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEUS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTUS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFIUS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFIUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASUS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAKOUS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAKOUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEUS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADEUS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADEUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANOUS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANOUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASWUS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASWUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIRUS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIRUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACOUS;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACOUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1985.3; EXOGENOUS VARIABLE=LAAJOUS;                               
Sample period is now  1952.1 to  1985.3 Internally:     1 to   135
Variable LAAJOUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1986.4; EXOGENOUS VARIABLE=LAASYUS;                               
Sample period is now  1952.1 to  1986.4 Internally:     1 to   140
Variable LAASYUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIDUS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIDUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMAUS;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMAUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAAPAUS;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAAPAUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAPHUS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAPHUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAATHUS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAATHUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHUS;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRUS;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAACEUS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAACEUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAMEUS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAMEUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPEUS;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPEUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAATUUS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAATUUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPDUS;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPDUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAEGUS;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAEGUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAISUS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAISUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAABAUS;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAABAUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKUS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASIUS;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASIUS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSCA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSCA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAJACA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAJACA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAUCA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAUCA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRCA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRCA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGECA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGECA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITCA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITCA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANECA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANECA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTCA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTCA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKCA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKCA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFICA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFICA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASCA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASCA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAKOCA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAKOCA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABECA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABECA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADECA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADECA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANOCA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANOCA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASWCA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASWCA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIRCA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIRCA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPCA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPCA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANZCA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANZCA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACOCA;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACOCA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIDCA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIDCA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMACA;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMACA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAAPACA;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAAPACA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAPHCA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAPHCA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.4; EXOGENOUS VARIABLE=LAATHCA;                               
Sample period is now  1952.1 to  1966.4 Internally:     1 to    60
Variable LAATHCA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHCA;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHCA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRCA;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRCA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAACECA;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAACECA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1980.1; EXOGENOUS VARIABLE=LAATUCA;                               
Sample period is now  1952.1 to  1980.1 Internally:     1 to   113
Variable LAATUCA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAEGCA;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAEGCA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAISCA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAISCA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAABACA;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAABACA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKCA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKCA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASICA;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASICA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAUJA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAUJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRJA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEJA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITJA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEJA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTJA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKJA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFIJA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFIJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAKOJA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAKOJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEJA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADEJA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADEJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANOJA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANOJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASWJA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASWJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIRJA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIRJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAPOJA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAPOJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPJA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.3; EXOGENOUS VARIABLE=LAASYJA;                               
Sample period is now  1952.1 to  1988.3 Internally:     1 to   147
Variable LAASYJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMAJA;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMAJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAATHJA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAATHJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHJA;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRJA;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAACEJA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAACEJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAMEJA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAMEJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPEJA;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPEJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPDJA;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPDJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAISJA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAISJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAABAJA;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAABAJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKJA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASIJA;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASIJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAVIJA;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAVIJA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSAU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRAU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEAU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITAU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEAU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTAU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKAU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFIAU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFIAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.2; EXOGENOUS VARIABLE=LAAKOAU;                               
Sample period is now  1952.1 to  1977.2 Internally:     1 to   102
Variable LAAKOAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEAU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANOAU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANOAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGRAU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGRAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.4; EXOGENOUS VARIABLE=LAAIRAU;                               
Sample period is now  1952.1 to  1973.4 Internally:     1 to    88
Variable LAAIRAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAPOAU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAPOAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPAU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.4; EXOGENOUS VARIABLE=LAASYAU;                               
Sample period is now  1952.1 to  1988.4 Internally:     1 to   148
Variable LAASYAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.2; EXOGENOUS VARIABLE=LAAIDAU;                               
Sample period is now  1952.1 to  1976.2 Internally:     1 to    98
Variable LAAIDAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1978.4; EXOGENOUS VARIABLE=LAAMAAU;                               
Sample period is now  1952.1 to  1978.4 Internally:     1 to   108
Variable LAAMAAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAAPAAU;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAAPAAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1980.1; EXOGENOUS VARIABLE=LAATHAU;                               
Sample period is now  1952.1 to  1980.1 Internally:     1 to   113
Variable LAATHAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHAU;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAATUAU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAATUAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAISAU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAISAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1985.4; EXOGENOUS VARIABLE=LAABAAU;                               
Sample period is now  1952.1 to  1985.4 Internally:     1 to   136
Variable LAABAAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.3; EXOGENOUS VARIABLE=LAAHKAU;                               
Sample period is now  1952.1 to  1968.3 Internally:     1 to    67
Variable LAAHKAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.3; EXOGENOUS VARIABLE=LAASIAU;                               
Sample period is now  1952.1 to  1975.3 Internally:     1 to    95
Variable LAASIAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1990.2; EXOGENOUS VARIABLE=LAAVIAU;                               
Sample period is now  1952.1 to  1990.2 Internally:     1 to   154
Variable LAAVIAU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSFR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAJAFR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAJAFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAUFR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAUFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITFR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEFR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTFR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKFR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFIFR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFIFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.2; EXOGENOUS VARIABLE=LAAKOFR;                               
Sample period is now  1952.1 to  1969.2 Internally:     1 to    70
Variable LAAKOFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEFR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADEFR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADEFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANOFR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANOFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIRFR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIRFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAPOFR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAPOFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPFR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACOFR;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACOFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAJOFR;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAJOFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASYFR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASYFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIDFR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIDFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMAFR;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMAFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAAPAFR;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAAPAFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAPHFR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAPHFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAATHFR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAATHFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHFR;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAACEFR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAACEFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPEFR;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPEFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAATUFR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAATUFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPDFR;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPDFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAABAFR;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAABAFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKFR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASIFR;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASIFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAVIFR;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAVIFR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAJAGE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAJAGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRGE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITGE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEGE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTGE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKGE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFIGE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFIGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASOGE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASOGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAKOGE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAKOGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADEGE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADEGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANOGE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANOGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIRGE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIRGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAPOGE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAPOGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPGE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASYGE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASYGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIDGE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIDGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1974.2; EXOGENOUS VARIABLE=LAAMAGE;                               
Sample period is now  1952.1 to  1974.2 Internally:     1 to    90
Variable LAAMAGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAAPAGE;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAAPAGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.1; EXOGENOUS VARIABLE=LAATHGE;                               
Sample period is now  1952.1 to  1971.1 Internally:     1 to    77
Variable LAATHGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHGE;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRGE;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1980.2; EXOGENOUS VARIABLE=LAAMEGE;                               
Sample period is now  1952.1 to  1980.2 Internally:     1 to   114
Variable LAAMEGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAATUGE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAATUGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPDGE;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPDGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAABAGE;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAABAGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKGE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAASIGE;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAASIGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAVIGE;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAVIGE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAJAIT;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAJAIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAUIT;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAUIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEIT;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTIT;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFIIT;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFIIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASIT;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASOIT;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASOIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAKOIT;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAKOIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEIT;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANOIT;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANOIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASWIT;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASWIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGRIT;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGRIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIRIT;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIRIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAPOIT;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAPOIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPIT;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACOIT;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACOIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAJOIT;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAJOIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASYIT;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASYIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIDIT;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIDIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMAIT;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMAIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAAPAIT;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAAPAIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAATHIT;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAATHIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHIT;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRIT;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAACEIT;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAACEIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPEIT;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPEIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAATUIT;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAATUIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPDIT;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPDIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAABAIT;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAABAIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKIT;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASIIT;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASIIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1983.2; EXOGENOUS VARIABLE=LAAVIIT;                               
Sample period is now  1952.1 to  1983.2 Internally:     1 to   126
Variable LAAVIIT  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAJANE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAJANE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAUNE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAUNE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITNE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITNE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTNE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTNE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFINE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFINE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASNE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASNE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASONE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASONE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAKONE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAKONE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADENE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADENE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANONE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANONE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASWNE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASWNE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIRNE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIRNE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAPONE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAPONE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPNE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPNE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1984.1; EXOGENOUS VARIABLE=LAAJONE;                               
Sample period is now  1952.1 to  1984.1 Internally:     1 to   129
Variable LAAJONE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1987.4; EXOGENOUS VARIABLE=LAASYNE;                               
Sample period is now  1952.1 to  1987.4 Internally:     1 to   144
Variable LAASYNE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIDNE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIDNE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMANE;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMANE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAAPANE;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAAPANE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAPHNE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAPHNE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAATHNE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAATHNE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHNE;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHNE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAACENE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAACENE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAMENE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAMENE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPENE;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPENE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAATUNE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAATUNE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPDNE;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPDNE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAISNE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAISNE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAABANE;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAABANE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKNE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKNE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASINE;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASINE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1989.2; EXOGENOUS VARIABLE=LAAVINE;                               
Sample period is now  1952.1 to  1989.2 Internally:     1 to   150
Variable LAAVINE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSST;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAACAST;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAACAST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAJAST;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAJAST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAUST;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAUST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRST;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEST;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITST;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEST;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKST;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFIST;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFIST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASST;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.2; EXOGENOUS VARIABLE=LAAKOST;                               
Sample period is now  1952.1 to  1977.2 Internally:     1 to   102
Variable LAAKOST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEST;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADEST;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADEST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANOST;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANOST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGRST;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGRST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIRST;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIRST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAPOST;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAPOST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPST;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAANZST;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAANZST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACOST;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACOST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1990.2; EXOGENOUS VARIABLE=LAAJOST;                               
Sample period is now  1952.1 to  1990.2 Internally:     1 to   154
Variable LAAJOST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIDST;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIDST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.1; EXOGENOUS VARIABLE=LAAMAST;                               
Sample period is now  1952.1 to  1977.1 Internally:     1 to   101
Variable LAAMAST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAATHST;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAATHST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHST;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1989.1; EXOGENOUS VARIABLE=LAACEST;                               
Sample period is now  1952.1 to  1989.1 Internally:     1 to   149
Variable LAACEST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAMEST;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAMEST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPEST;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPEST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAATUST;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAATUST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPDST;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPDST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAISST;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAISST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.2; EXOGENOUS VARIABLE=LAABAST;                               
Sample period is now  1952.1 to  1973.2 Internally:     1 to    86
Variable LAABAST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKST;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASIST;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASIST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1982.2; EXOGENOUS VARIABLE=LAAVIST;                               
Sample period is now  1952.1 to  1982.2 Internally:     1 to   122
Variable LAAVIST  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSUK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAJAUK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAJAUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAUUK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAUUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRUK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEUK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITUK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEUK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTUK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASOUK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASOUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAKOUK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAKOUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEUK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANOUK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANOUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGRUK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGRUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIRUK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIRUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPUK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACOUK;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACOUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1987.4; EXOGENOUS VARIABLE=LAAJOUK;                               
Sample period is now  1952.1 to  1987.4 Internally:     1 to   144
Variable LAAJOUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASYUK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASYUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIDUK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIDUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMAUK;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMAUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAAPAUK;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAAPAUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAATHUK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAATHUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHUK;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRUK;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAATUUK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAATUUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPDUK;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPDUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAEGUK;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAEGUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAABAUK;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAABAUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKUK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASIUK;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASIUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1989.2; EXOGENOUS VARIABLE=LAAVIUK;                               
Sample period is now  1952.1 to  1989.2 Internally:     1 to   150
Variable LAAVIUK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSFI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAACAFI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAACAFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAUFI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAUFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRFI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEFI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITFI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEFI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTFI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKFI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASFI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEFI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADEFI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADEFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANOFI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANOFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGRFI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGRFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1974.1; EXOGENOUS VARIABLE=LAAIRFI;                               
Sample period is now  1952.1 to  1974.1 Internally:     1 to    89
Variable LAAIRFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPFI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.4; EXOGENOUS VARIABLE=LAAIDFI;                               
Sample period is now  1952.1 to  1976.4 Internally:     1 to   100
Variable LAAIDFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1980.2; EXOGENOUS VARIABLE=LAAMAFI;                               
Sample period is now  1952.1 to  1980.2 Internally:     1 to   114
Variable LAAMAFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.4; EXOGENOUS VARIABLE=LAAPAFI;                               
Sample period is now  1952.1 to  1977.4 Internally:     1 to   104
Variable LAAPAFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1978.3; EXOGENOUS VARIABLE=LAATHFI;                               
Sample period is now  1952.1 to  1978.3 Internally:     1 to   107
Variable LAATHFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHFI;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1979.1; EXOGENOUS VARIABLE=LAAMEFI;                               
Sample period is now  1952.1 to  1979.1 Internally:     1 to   109
Variable LAAMEFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPDFI;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPDFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAEGFI;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAEGFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAISFI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAISFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1986.2; EXOGENOUS VARIABLE=LAABAFI;                               
Sample period is now  1952.1 to  1986.2 Internally:     1 to   138
Variable LAABAFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKFI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1978.1; EXOGENOUS VARIABLE=LAASIFI;                               
Sample period is now  1952.1 to  1978.1 Internally:     1 to   105
Variable LAASIFI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRAS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEAS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITAS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEAS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTAS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKAS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASOAS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASOAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAKOAS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAKOAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEAS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADEAS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADEAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANOAS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANOAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASWAS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASWAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGRAS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGRAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIRAS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIRAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAPOAS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAPOAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPAS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANZAS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANZAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACOAS;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACOAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1990.2; EXOGENOUS VARIABLE=LAAJOAS;                               
Sample period is now  1952.1 to  1990.2 Internally:     1 to   154
Variable LAAJOAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIDAS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIDAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMAAS;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMAAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAAPAAS;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAAPAAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAPHAS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAPHAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAATHAS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAATHAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.3; EXOGENOUS VARIABLE=LAACHAS;                               
Sample period is now  1952.1 to  1981.3 Internally:     1 to   119
Variable LAACHAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1970.2; EXOGENOUS VARIABLE=LAAARAS;                               
Sample period is now  1952.1 to  1970.2 Internally:     1 to    74
Variable LAAARAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRAS;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.2; EXOGENOUS VARIABLE=LAACEAS;                               
Sample period is now  1952.1 to  1988.2 Internally:     1 to   146
Variable LAACEAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAMEAS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAMEAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1985.2; EXOGENOUS VARIABLE=LAAPDAS;                               
Sample period is now  1952.1 to  1985.2 Internally:     1 to   134
Variable LAAPDAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1983.3; EXOGENOUS VARIABLE=LAAEGAS;                               
Sample period is now  1952.1 to  1983.3 Internally:     1 to   127
Variable LAAEGAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAISAS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAISAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKAS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASIAS;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASIAS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSSO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSSO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRSO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRSO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGESO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGESO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITSO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITSO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTSO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTSO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKSO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKSO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASSO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASSO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABESO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABESO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADESO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADESO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.2; EXOGENOUS VARIABLE=LAAIRSO;                               
Sample period is now  1952.1 to  1966.2 Internally:     1 to    58
Variable LAAIRSO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPSO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPSO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1985.3; EXOGENOUS VARIABLE=LAACESO;                               
Sample period is now  1952.1 to  1985.3 Internally:     1 to   135
Variable LAACESO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1987.2; EXOGENOUS VARIABLE=LAAPESO;                               
Sample period is now  1952.1 to  1987.2 Internally:     1 to   142
Variable LAAPESO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAISSO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAISSO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKSO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKSO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAACAKO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAACAKO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRKO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRKO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEKO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEKO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITKO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITKO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.4; EXOGENOUS VARIABLE=LAANEKO;                               
Sample period is now  1952.1 to  1969.4 Internally:     1 to    72
Variable LAANEKO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.1; EXOGENOUS VARIABLE=LAASTKO;                               
Sample period is now  1952.1 to  1968.1 Internally:     1 to    65
Variable LAASTKO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKKO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKKO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.4; EXOGENOUS VARIABLE=LAAFIKO;                               
Sample period is now  1952.1 to  1977.4 Internally:     1 to   104
Variable LAAFIKO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASKO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASKO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1970.3; EXOGENOUS VARIABLE=LAABEKO;                               
Sample period is now  1952.1 to  1970.3 Internally:     1 to    75
Variable LAABEKO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.3; EXOGENOUS VARIABLE=LAADEKO;                               
Sample period is now  1952.1 to  1973.3 Internally:     1 to    87
Variable LAADEKO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1; EXOGENOUS VARIABLE=LAASWKO;                               
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable LAASWKO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1984.2; EXOGENOUS VARIABLE=LAAPOKO;                               
Sample period is now  1952.1 to  1984.2 Internally:     1 to   130
Variable LAAPOKO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.3; EXOGENOUS VARIABLE=LAASPKO;                               
Sample period is now  1952.1 to  1976.3 Internally:     1 to    99
Variable LAASPKO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAANZKO;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAANZKO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMAKO;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMAKO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1978.1; EXOGENOUS VARIABLE=LAAPAKO;                               
Sample period is now  1952.1 to  1978.1 Internally:     1 to   105
Variable LAAPAKO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1990.2; EXOGENOUS VARIABLE=LAACHKO;                               
Sample period is now  1952.1 to  1990.2 Internally:     1 to   154
Variable LAACHKO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1974.2; EXOGENOUS VARIABLE=LAACEKO;                               
Sample period is now  1952.1 to  1974.2 Internally:     1 to    90
Variable LAACEKO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKKO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKKO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASIKO;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASIKO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSBE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAJABE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAJABE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAUBE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAUBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEBE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITBE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEBE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTBE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKBE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFIBE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFIBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASOBE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASOBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1974.3; EXOGENOUS VARIABLE=LAAKOBE;                               
Sample period is now  1952.1 to  1974.3 Internally:     1 to    91
Variable LAAKOBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADEBE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADEBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANOBE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANOBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASWBE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASWBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGRBE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGRBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIRBE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIRBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAPOBE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAPOBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPBE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANZBE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANZBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACOBE;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACOBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASYBE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASYBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIDBE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIDBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMABE;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMABE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAAPABE;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAAPABE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAATHBE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAATHBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHBE;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAATUBE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAATUBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPDBE;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPDBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAEGBE;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAEGBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAABABE;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAABABE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKBE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASIBE;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASIBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1983.2; EXOGENOUS VARIABLE=LAAVIBE;                               
Sample period is now  1952.1 to  1983.2 Internally:     1 to   126
Variable LAAVIBE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAACADE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAACADE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRDE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRDE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEDE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEDE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITDE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITDE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEDE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEDE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTDE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTDE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKDE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKDE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASDE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASDE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.2; EXOGENOUS VARIABLE=LAAKODE;                               
Sample period is now  1952.1 to  1977.2 Internally:     1 to   102
Variable LAAKODE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEDE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEDE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANODE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANODE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGRDE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGRDE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIRDE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIRDE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPDE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPDE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1970.2; EXOGENOUS VARIABLE=LAANZDE;                               
Sample period is now  1952.1 to  1970.2 Internally:     1 to    74
Variable LAANZDE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1989.2; EXOGENOUS VARIABLE=LAAJODE;                               
Sample period is now  1952.1 to  1989.2 Internally:     1 to   150
Variable LAAJODE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIDDE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIDDE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMADE;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMADE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAAPADE;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAAPADE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAPHDE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAPHDE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAATHDE;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAATHDE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHDE;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHDE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAARDE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAARDE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.1; EXOGENOUS VARIABLE=LAACEDE;                               
Sample period is now  1952.1 to  1988.1 Internally:     1 to   145
Variable LAACEDE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1978.4; EXOGENOUS VARIABLE=LAAMEDE;                               
Sample period is now  1952.1 to  1978.4 Internally:     1 to   108
Variable LAAMEDE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAATUDE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAATUDE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1986.3; EXOGENOUS VARIABLE=LAABADE;                               
Sample period is now  1952.1 to  1986.3 Internally:     1 to   139
Variable LAABADE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKDE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKDE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSNO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSNO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAUNO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAUNO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRNO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRNO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGENO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGENO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITNO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITNO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANENO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANENO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTNO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTNO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKNO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKNO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFINO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFINO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASNO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASNO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.2; EXOGENOUS VARIABLE=LAAKONO;                               
Sample period is now  1952.1 to  1977.2 Internally:     1 to   102
Variable LAAKONO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABENO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABENO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADENO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADENO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASWNO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASWNO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGRNO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGRNO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIRNO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIRNO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPNO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPNO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIDNO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIDNO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.2; EXOGENOUS VARIABLE=LAAMANO;                               
Sample period is now  1952.1 to  1976.2 Internally:     1 to    98
Variable LAAMANO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAAPANO;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAAPANO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAPHNO;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAPHNO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.1; EXOGENOUS VARIABLE=LAATHNO;                               
Sample period is now  1952.1 to  1975.1 Internally:     1 to    93
Variable LAATHNO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHNO;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHNO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPDNO;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPDNO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1985.2; EXOGENOUS VARIABLE=LAABANO;                               
Sample period is now  1952.1 to  1985.2 Internally:     1 to   134
Variable LAABANO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.3; EXOGENOUS VARIABLE=LAAHKNO;                               
Sample period is now  1952.1 to  1968.3 Internally:     1 to    67
Variable LAAHKNO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASINO;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASINO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1990.2; EXOGENOUS VARIABLE=LAAVINO;                               
Sample period is now  1952.1 to  1990.2 Internally:     1 to   154
Variable LAAVINO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAJASW;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAJASW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRSW;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRSW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGESW;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGESW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITSW;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITSW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANESW;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANESW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTSW;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTSW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKSW;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKSW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFISW;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFISW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASSW;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASSW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.2; EXOGENOUS VARIABLE=LAAKOSW;                               
Sample period is now  1952.1 to  1973.2 Internally:     1 to    86
Variable LAAKOSW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABESW;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABESW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADESW;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADESW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANOSW;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANOSW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGRSW;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGRSW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIRSW;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIRSW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPSW;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPSW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANZSW;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANZSW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIDSW;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIDSW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMASW;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMASW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAAPASW;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAAPASW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAATHSW;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAATHSW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHSW;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHSW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRSW;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRSW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPDSW;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPDSW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAEGSW;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAEGSW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAISSW;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAISSW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1979.3; EXOGENOUS VARIABLE=LAABASW;                               
Sample period is now  1952.1 to  1979.3 Internally:     1 to   111
Variable LAABASW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKSW;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKSW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASISW;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASISW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.2; EXOGENOUS VARIABLE=LAAVISW;                               
Sample period is now  1952.1 to  1988.2 Internally:     1 to   146
Variable LAAVISW  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAUGR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAUGR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRGR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRGR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTGR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTGR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASGR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASGR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANOGR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANOGR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.3; EXOGENOUS VARIABLE=LAAPOGR;                               
Sample period is now  1952.1 to  1973.3 Internally:     1 to    87
Variable LAAPOGR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPGR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPGR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1984.4; EXOGENOUS VARIABLE=LAAJOGR;                               
Sample period is now  1952.1 to  1984.4 Internally:     1 to   132
Variable LAAJOGR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.1; EXOGENOUS VARIABLE=LAASYGR;                               
Sample period is now  1952.1 to  1968.1 Internally:     1 to    65
Variable LAASYGR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1974.1; EXOGENOUS VARIABLE=LAAIDGR;                               
Sample period is now  1952.1 to  1974.1 Internally:     1 to    89
Variable LAAIDGR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMAGR;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMAGR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.2; EXOGENOUS VARIABLE=LAAPAGR;                               
Sample period is now  1952.1 to  1973.2 Internally:     1 to    86
Variable LAAPAGR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1980.1; EXOGENOUS VARIABLE=LAATHGR;                               
Sample period is now  1952.1 to  1980.1 Internally:     1 to   113
Variable LAATHGR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHGR;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHGR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAARGR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAARGR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRGR;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRGR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1979.3; EXOGENOUS VARIABLE=LAATUGR;                               
Sample period is now  1952.1 to  1979.3 Internally:     1 to   111
Variable LAATUGR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPDGR;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPDGR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.2; EXOGENOUS VARIABLE=LAABAGR;                               
Sample period is now  1952.1 to  1976.2 Internally:     1 to    98
Variable LAABAGR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKGR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKGR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.2; EXOGENOUS VARIABLE=LAASIGR;                               
Sample period is now  1952.1 to  1973.2 Internally:     1 to    86
Variable LAASIGR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSIR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAACAIR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAACAIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAJAIR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAJAIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAUIR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAUIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRIR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEIR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITIR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEIR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTIR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASIR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEIR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADEIR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADEIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANOIR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANOIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASWIR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASWIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.3; EXOGENOUS VARIABLE=LAAGRIR;                               
Sample period is now  1952.1 to  1969.3 Internally:     1 to    71
Variable LAAGRIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAPOIR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAPOIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPIR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACOIR;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACOIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.2; EXOGENOUS VARIABLE=LAAMAIR;                               
Sample period is now  1952.1 to  1977.2 Internally:     1 to   102
Variable LAAMAIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1978.2; EXOGENOUS VARIABLE=LAAPAIR;                               
Sample period is now  1952.1 to  1978.2 Internally:     1 to   106
Variable LAAPAIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1978.1; EXOGENOUS VARIABLE=LAAPHIR;                               
Sample period is now  1952.1 to  1978.1 Internally:     1 to   105
Variable LAAPHIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1980.2; EXOGENOUS VARIABLE=LAATHIR;                               
Sample period is now  1952.1 to  1980.2 Internally:     1 to   114
Variable LAATHIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHIR;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1990.2; EXOGENOUS VARIABLE=LAACEIR;                               
Sample period is now  1952.1 to  1990.2 Internally:     1 to   154
Variable LAACEIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1986.3; EXOGENOUS VARIABLE=LAAMEIR;                               
Sample period is now  1952.1 to  1986.3 Internally:     1 to   139
Variable LAAMEIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1985.2; EXOGENOUS VARIABLE=LAAPEIR;                               
Sample period is now  1952.1 to  1985.2 Internally:     1 to   134
Variable LAAPEIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.4; EXOGENOUS VARIABLE=LAATUIR;                               
Sample period is now  1952.1 to  1976.4 Internally:     1 to   100
Variable LAATUIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPDIR;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPDIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAEGIR;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAEGIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.4; EXOGENOUS VARIABLE=LAAISIR;                               
Sample period is now  1952.1 to  1975.4 Internally:     1 to    96
Variable LAAISIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKIR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.4; EXOGENOUS VARIABLE=LAASIIR;                               
Sample period is now  1952.1 to  1976.4 Internally:     1 to   100
Variable LAASIIR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRPO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRPO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITPO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITPO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEPO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEPO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTPO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTPO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKPO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKPO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASPO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASPO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEPO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEPO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANOPO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANOPO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.1; EXOGENOUS VARIABLE=LAAIRPO;                               
Sample period is now  1952.1 to  1976.1 Internally:     1 to    97
Variable LAAIRPO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPPO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPPO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.2; EXOGENOUS VARIABLE=LAAIDPO;                               
Sample period is now  1952.1 to  1977.2 Internally:     1 to   102
Variable LAAIDPO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.2; EXOGENOUS VARIABLE=LAAMAPO;                               
Sample period is now  1952.1 to  1976.2 Internally:     1 to    98
Variable LAAMAPO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAAPAPO;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAAPAPO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1980.2; EXOGENOUS VARIABLE=LAATHPO;                               
Sample period is now  1952.1 to  1980.2 Internally:     1 to   114
Variable LAATHPO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHPO;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHPO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.1; EXOGENOUS VARIABLE=LAAARPO;                               
Sample period is now  1952.1 to  1966.1 Internally:     1 to    57
Variable LAAARPO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1986.2; EXOGENOUS VARIABLE=LAACEPO;                               
Sample period is now  1952.1 to  1986.2 Internally:     1 to   138
Variable LAACEPO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1980.1; EXOGENOUS VARIABLE=LAATUPO;                               
Sample period is now  1952.1 to  1980.1 Internally:     1 to   113
Variable LAATUPO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAISPO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAISPO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1986.1; EXOGENOUS VARIABLE=LAABAPO;                               
Sample period is now  1952.1 to  1986.1 Internally:     1 to   137
Variable LAABAPO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1978.4; EXOGENOUS VARIABLE=LAAHKPO;                               
Sample period is now  1952.1 to  1978.4 Internally:     1 to   108
Variable LAAHKPO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAUSP;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAUSP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRSP;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRSP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGESP;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGESP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITSP;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITSP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANESP;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANESP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFISP;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFISP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASSP;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASSP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASOSP;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASOSP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.2; EXOGENOUS VARIABLE=LAAKOSP;                               
Sample period is now  1952.1 to  1977.2 Internally:     1 to   102
Variable LAAKOSP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABESP;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABESP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADESP;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADESP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANOSP;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANOSP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGRSP;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGRSP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIRSP;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIRSP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAPOSP;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAPOSP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1980.2; EXOGENOUS VARIABLE=LAASYSP;                               
Sample period is now  1952.1 to  1980.2 Internally:     1 to   114
Variable LAASYSP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMASP;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMASP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAAPASP;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAAPASP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAPHSP;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAPHSP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAATHSP;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAATHSP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHSP;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHSP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAMESP;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAMESP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4; EXOGENOUS VARIABLE=LAATUSP;                               
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable LAATUSP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAEGSP;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAEGSP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAISSP;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAISSP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.2; EXOGENOUS VARIABLE=LAABASP;                               
Sample period is now  1952.1 to  1976.2 Internally:     1 to    98
Variable LAABASP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1970.1; EXOGENOUS VARIABLE=LAAHKSP;                               
Sample period is now  1952.1 to  1970.1 Internally:     1 to    73
Variable LAAHKSP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASISP;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASISP  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRNZ;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRNZ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGENZ;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGENZ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITNZ;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITNZ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTNZ;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTNZ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKNZ;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKNZ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASNZ;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASNZ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4; EXOGENOUS VARIABLE=LAASONZ;                               
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable LAASONZ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.1; EXOGENOUS VARIABLE=LAAKONZ;                               
Sample period is now  1952.1 to  1975.1 Internally:     1 to    93
Variable LAAKONZ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABENZ;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABENZ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4; EXOGENOUS VARIABLE=LAANONZ;                               
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable LAANONZ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1978.3; EXOGENOUS VARIABLE=LAAIRNZ;                               
Sample period is now  1952.1 to  1978.3 Internally:     1 to   107
Variable LAAIRNZ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.1; EXOGENOUS VARIABLE=LAASPNZ;                               
Sample period is now  1952.1 to  1973.1 Internally:     1 to    85
Variable LAASPNZ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1987.2; EXOGENOUS VARIABLE=LAACONZ;                               
Sample period is now  1952.1 to  1987.2 Internally:     1 to   142
Variable LAACONZ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.2; EXOGENOUS VARIABLE=LAAIDNZ;                               
Sample period is now  1952.1 to  1973.2 Internally:     1 to    86
Variable LAAIDNZ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMANZ;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMANZ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAAPANZ;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAAPANZ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHNZ;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHNZ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRNZ;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRNZ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.2; EXOGENOUS VARIABLE=LAAMENZ;                               
Sample period is now  1952.1 to  1977.2 Internally:     1 to   102
Variable LAAMENZ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKNZ;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKNZ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASINZ;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASINZ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSSA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSSA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAUSA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAUSA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRSA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRSA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGESA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGESA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITSA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITSA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANESA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANESA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTSA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTSA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKSA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKSA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.3; EXOGENOUS VARIABLE=LAAFISA;                               
Sample period is now  1952.1 to  1973.3 Internally:     1 to    87
Variable LAAFISA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASSA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASSA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.2; EXOGENOUS VARIABLE=LAAKOSA;                               
Sample period is now  1952.1 to  1973.2 Internally:     1 to    86
Variable LAAKOSA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABESA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABESA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADESA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADESA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASWSA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASWSA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGRSA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGRSA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1978.3; EXOGENOUS VARIABLE=LAAPOSA;                               
Sample period is now  1952.1 to  1978.3 Internally:     1 to   107
Variable LAAPOSA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1970.4; EXOGENOUS VARIABLE=LAASPSA;                               
Sample period is now  1952.1 to  1970.4 Internally:     1 to    76
Variable LAASPSA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1983.1; EXOGENOUS VARIABLE=LAACOSA;                               
Sample period is now  1952.1 to  1983.1 Internally:     1 to   125
Variable LAACOSA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAJOSA;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAJOSA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASYSA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASYSA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIDSA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIDSA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.2; EXOGENOUS VARIABLE=LAAMASA;                               
Sample period is now  1952.1 to  1975.2 Internally:     1 to    94
Variable LAAMASA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAAPASA;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAAPASA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.3; EXOGENOUS VARIABLE=LAAPHSA;                               
Sample period is now  1952.1 to  1975.3 Internally:     1 to    95
Variable LAAPHSA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAATHSA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAATHSA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHSA;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHSA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRSA;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRSA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1984.1; EXOGENOUS VARIABLE=LAAMESA;                               
Sample period is now  1952.1 to  1984.1 Internally:     1 to   129
Variable LAAMESA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1974.4; EXOGENOUS VARIABLE=LAATUSA;                               
Sample period is now  1952.1 to  1974.4 Internally:     1 to    92
Variable LAATUSA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1985.2; EXOGENOUS VARIABLE=LAAPDSA;                               
Sample period is now  1952.1 to  1985.2 Internally:     1 to   134
Variable LAAPDSA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAEGSA;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAEGSA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1979.3; EXOGENOUS VARIABLE=LAABASA;                               
Sample period is now  1952.1 to  1979.3 Internally:     1 to   111
Variable LAABASA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKSA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKSA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASISA;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASISA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAACAVE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAACAVE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEVE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEVE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITVE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITVE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEVE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEVE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTVE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTVE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKVE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKVE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASVE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASVE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.2; EXOGENOUS VARIABLE=LAAKOVE;                               
Sample period is now  1952.1 to  1977.2 Internally:     1 to   102
Variable LAAKOVE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEVE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEVE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADEVE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADEVE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.2; EXOGENOUS VARIABLE=LAANOVE;                               
Sample period is now  1952.1 to  1971.2 Internally:     1 to    78
Variable LAANOVE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAPOVE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAPOVE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPVE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPVE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACOVE;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACOVE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1979.2; EXOGENOUS VARIABLE=LAAIDVE;                               
Sample period is now  1952.1 to  1979.2 Internally:     1 to   110
Variable LAAIDVE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.2; EXOGENOUS VARIABLE=LAAMAVE;                               
Sample period is now  1952.1 to  1988.2 Internally:     1 to   146
Variable LAAMAVE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHVE;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHVE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAACEVE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAACEVE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAMEVE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAMEVE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPEVE;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPEVE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1985.2; EXOGENOUS VARIABLE=LAAPDVE;                               
Sample period is now  1952.1 to  1985.2 Internally:     1 to   134
Variable LAAPDVE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKVE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKVE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASIVE;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASIVE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSCO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSCO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAACACO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAACACO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.1; EXOGENOUS VARIABLE=LAAAUCO;                               
Sample period is now  1952.1 to  1973.1 Internally:     1 to    85
Variable LAAAUCO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRCO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRCO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGECO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGECO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITCO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITCO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANECO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANECO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTCO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTCO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKCO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKCO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.1; EXOGENOUS VARIABLE=LAAFICO;                               
Sample period is now  1952.1 to  1976.1 Internally:     1 to    97
Variable LAAFICO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.2; EXOGENOUS VARIABLE=LAAASCO;                               
Sample period is now  1952.1 to  1976.2 Internally:     1 to    98
Variable LAAASCO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.1; EXOGENOUS VARIABLE=LAABECO;                               
Sample period is now  1952.1 to  1968.1 Internally:     1 to    65
Variable LAABECO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.3; EXOGENOUS VARIABLE=LAADECO;                               
Sample period is now  1952.1 to  1968.3 Internally:     1 to    67
Variable LAADECO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1980.1; EXOGENOUS VARIABLE=LAANOCO;                               
Sample period is now  1952.1 to  1980.1 Internally:     1 to   113
Variable LAANOCO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1980.2; EXOGENOUS VARIABLE=LAAPOCO;                               
Sample period is now  1952.1 to  1980.2 Internally:     1 to   114
Variable LAAPOCO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.1; EXOGENOUS VARIABLE=LAAIDCO;                               
Sample period is now  1952.1 to  1981.1 Internally:     1 to   117
Variable LAAIDCO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1979.2; EXOGENOUS VARIABLE=LAAMACO;                               
Sample period is now  1952.1 to  1979.2 Internally:     1 to   110
Variable LAAMACO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1989.1; EXOGENOUS VARIABLE=LAAPACO;                               
Sample period is now  1952.1 to  1989.1 Internally:     1 to   149
Variable LAAPACO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1990.2; EXOGENOUS VARIABLE=LAATHCO;                               
Sample period is now  1952.1 to  1990.2 Internally:     1 to   154
Variable LAATHCO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1986.1; EXOGENOUS VARIABLE=LAACHCO;                               
Sample period is now  1952.1 to  1986.1 Internally:     1 to   137
Variable LAACHCO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAARCO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAARCO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRCO;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRCO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAACECO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAACECO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1970.1; EXOGENOUS VARIABLE=LAAMECO;                               
Sample period is now  1952.1 to  1970.1 Internally:     1 to    73
Variable LAAMECO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPECO;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPECO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1990.2; EXOGENOUS VARIABLE=LAAEGCO;                               
Sample period is now  1952.1 to  1990.2 Internally:     1 to   154
Variable LAAEGCO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.3; EXOGENOUS VARIABLE=LAAHKCO;                               
Sample period is now  1952.1 to  1977.3 Internally:     1 to   103
Variable LAAHKCO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.3; EXOGENOUS VARIABLE=LAASICO;                               
Sample period is now  1952.1 to  1972.3 Internally:     1 to    83
Variable LAASICO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSJO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSJO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAJAJO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAJAJO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEJO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEJO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITJO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITJO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKJO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKJO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1979.1; EXOGENOUS VARIABLE=LAAFIJO;                               
Sample period is now  1952.1 to  1979.1 Internally:     1 to   109
Variable LAAFIJO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEJO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEJO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADEJO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADEJO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASWJO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASWJO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.2; EXOGENOUS VARIABLE=LAAGRJO;                               
Sample period is now  1952.1 to  1966.2 Internally:     1 to    58
Variable LAAGRJO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1989.1; EXOGENOUS VARIABLE=LAACOJO;                               
Sample period is now  1952.1 to  1989.1 Internally:     1 to   149
Variable LAACOJO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASYJO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASYJO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1979.3; EXOGENOUS VARIABLE=LAAMAJO;                               
Sample period is now  1952.1 to  1979.3 Internally:     1 to   111
Variable LAAMAJO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1979.2; EXOGENOUS VARIABLE=LAAPAJO;                               
Sample period is now  1952.1 to  1979.2 Internally:     1 to   110
Variable LAAPAJO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHJO;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHJO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRJO;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRJO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1985.2; EXOGENOUS VARIABLE=LAAPDJO;                               
Sample period is now  1952.1 to  1985.2 Internally:     1 to   134
Variable LAAPDJO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAEGJO;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAEGJO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKJO;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKJO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.1; EXOGENOUS VARIABLE=LAASIJO;                               
Sample period is now  1952.1 to  1973.1 Internally:     1 to    85
Variable LAASIJO  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSSY;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSSY  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAJASY;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAJASY  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.4; EXOGENOUS VARIABLE=LAAAUSY;                               
Sample period is now  1952.1 to  1988.4 Internally:     1 to   148
Variable LAAAUSY  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITSY;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITSY  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1983.4; EXOGENOUS VARIABLE=LAAASSY;                               
Sample period is now  1952.1 to  1983.4 Internally:     1 to   128
Variable LAAASSY  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABESY;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABESY  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.4; EXOGENOUS VARIABLE=LAADESY;                               
Sample period is now  1952.1 to  1972.4 Internally:     1 to    84
Variable LAADESY  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.1; EXOGENOUS VARIABLE=LAASWSY;                               
Sample period is now  1952.1 to  1968.1 Internally:     1 to    65
Variable LAASWSY  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.4; EXOGENOUS VARIABLE=LAAGRSY;                               
Sample period is now  1952.1 to  1969.4 Internally:     1 to    72
Variable LAAGRSY  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.2; EXOGENOUS VARIABLE=LAAIDSY;                               
Sample period is now  1952.1 to  1988.2 Internally:     1 to   146
Variable LAAIDSY  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1978.4; EXOGENOUS VARIABLE=LAAMASY;                               
Sample period is now  1952.1 to  1978.4 Internally:     1 to   108
Variable LAAMASY  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1984.2; EXOGENOUS VARIABLE=LAAPASY;                               
Sample period is now  1952.1 to  1984.2 Internally:     1 to   130
Variable LAAPASY  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHSY;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHSY  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1974.2; EXOGENOUS VARIABLE=LAAHKSY;                               
Sample period is now  1952.1 to  1974.2 Internally:     1 to    90
Variable LAAHKSY  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASISY;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASISY  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAUID;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAUID  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEID;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEID  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITID;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITID  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEID;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEID  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTID;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTID  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKID;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKID  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAAKOID;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAAKOID  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.4; EXOGENOUS VARIABLE=LAANOID;                               
Sample period is now  1952.1 to  1973.4 Internally:     1 to    88
Variable LAANOID  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASWID;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASWID  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.1; EXOGENOUS VARIABLE=LAASPID;                               
Sample period is now  1952.1 to  1973.1 Internally:     1 to    85
Variable LAASPID  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAJOID;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAJOID  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1980.1; EXOGENOUS VARIABLE=LAAARID;                               
Sample period is now  1952.1 to  1980.1 Internally:     1 to   113
Variable LAAARID  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.2; EXOGENOUS VARIABLE=LAABRID;                               
Sample period is now  1952.1 to  1988.2 Internally:     1 to   146
Variable LAABRID  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1979.2; EXOGENOUS VARIABLE=LAAMEID;                               
Sample period is now  1952.1 to  1979.2 Internally:     1 to   110
Variable LAAMEID  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1987.2; EXOGENOUS VARIABLE=LAAPDID;                               
Sample period is now  1952.1 to  1987.2 Internally:     1 to   142
Variable LAAPDID  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1987.2; EXOGENOUS VARIABLE=LAAEGID;                               
Sample period is now  1952.1 to  1987.2 Internally:     1 to   142
Variable LAAEGID  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.4; EXOGENOUS VARIABLE=LAABAID;                               
Sample period is now  1952.1 to  1977.4 Internally:     1 to   104
Variable LAABAID  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKID;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKID  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.2; EXOGENOUS VARIABLE=LAAVIID;                               
Sample period is now  1952.1 to  1988.2 Internally:     1 to   146
Variable LAAVIID  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAAUSMA;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAAUSMA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAACAMA;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAACAMA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAAJAMA;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAAJAMA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAAGEMA;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAAGEMA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAAITMA;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAAITMA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.4; EXOGENOUS VARIABLE=LAASTMA;                               
Sample period is now  1952.1 to  1969.4 Internally:     1 to    72
Variable LAASTMA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAAUKMA;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAAUKMA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.4; EXOGENOUS VARIABLE=LAAFIMA;                               
Sample period is now  1952.1 to  1977.4 Internally:     1 to   104
Variable LAAFIMA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.3; EXOGENOUS VARIABLE=LAAASMA;                               
Sample period is now  1952.1 to  1969.3 Internally:     1 to    71
Variable LAAASMA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.2; EXOGENOUS VARIABLE=LAAKOMA;                               
Sample period is now  1952.1 to  1969.2 Internally:     1 to    70
Variable LAAKOMA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAABEMA;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAABEMA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAADEMA;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAADEMA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAASWMA;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAASWMA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1980.2; EXOGENOUS VARIABLE=LAAPOMA;                               
Sample period is now  1952.1 to  1980.2 Internally:     1 to   114
Variable LAAPOMA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAANZMA;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAANZMA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1986.3; EXOGENOUS VARIABLE=LAAJOMA;                               
Sample period is now  1952.1 to  1986.3 Internally:     1 to   139
Variable LAAJOMA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAAIDMA;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAAIDMA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAAPAMA;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAAPAMA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAAPHMA;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAAPHMA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRMA;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRMA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1989.3; EXOGENOUS VARIABLE=LAAPEMA;                               
Sample period is now  1952.1 to  1989.3 Internally:     1 to   151
Variable LAAPEMA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1987.2; EXOGENOUS VARIABLE=LAAKEMA;                               
Sample period is now  1952.1 to  1987.2 Internally:     1 to   142
Variable LAAKEMA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAAHKMA;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAAHKMA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASIMA;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASIMA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSPA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSPA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAACAPA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAACAPA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.3; EXOGENOUS VARIABLE=LAAAUPA;                               
Sample period is now  1952.1 to  1971.3 Internally:     1 to    79
Variable LAAAUPA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEPA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEPA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITPA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITPA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTPA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTPA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKPA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKPA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASPA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASPA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.2; EXOGENOUS VARIABLE=LAAKOPA;                               
Sample period is now  1952.1 to  1977.2 Internally:     1 to   102
Variable LAAKOPA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEPA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEPA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.3; EXOGENOUS VARIABLE=LAANOPA;                               
Sample period is now  1952.1 to  1977.3 Internally:     1 to   103
Variable LAANOPA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.3; EXOGENOUS VARIABLE=LAASPPA;                               
Sample period is now  1952.1 to  1975.3 Internally:     1 to    95
Variable LAASPPA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.2; EXOGENOUS VARIABLE=LAANZPA;                               
Sample period is now  1952.1 to  1975.2 Internally:     1 to    94
Variable LAANZPA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1990.2; EXOGENOUS VARIABLE=LAAJOPA;                               
Sample period is now  1952.1 to  1990.2 Internally:     1 to   154
Variable LAAJOPA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMAPA;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMAPA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHPA;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHPA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRPA;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRPA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKPA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKPA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASIPA;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASIPA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.2; EXOGENOUS VARIABLE=LAAAUPH;                               
Sample period is now  1952.1 to  1973.2 Internally:     1 to    86
Variable LAAAUPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRPH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEPH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITPH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEPH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTPH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKPH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.2; EXOGENOUS VARIABLE=LAAFIPH;                               
Sample period is now  1952.1 to  1977.2 Internally:     1 to   102
Variable LAAFIPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASPH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAKOPH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAKOPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEPH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADEPH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADEPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1978.3; EXOGENOUS VARIABLE=LAANOPH;                               
Sample period is now  1952.1 to  1978.3 Internally:     1 to   107
Variable LAANOPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASWPH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASWPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.3; EXOGENOUS VARIABLE=LAAIRPH;                               
Sample period is now  1952.1 to  1977.3 Internally:     1 to   103
Variable LAAIRPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1974.2; EXOGENOUS VARIABLE=LAAIDPH;                               
Sample period is now  1952.1 to  1974.2 Internally:     1 to    90
Variable LAAIDPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMAPH;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMAPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1980.1; EXOGENOUS VARIABLE=LAAPAPH;                               
Sample period is now  1952.1 to  1980.1 Internally:     1 to   113
Variable LAAPAPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAATHPH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAATHPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHPH;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRPH;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1985.2; EXOGENOUS VARIABLE=LAAMEPH;                               
Sample period is now  1952.1 to  1985.2 Internally:     1 to   134
Variable LAAMEPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1984.4; EXOGENOUS VARIABLE=LAAPEPH;                               
Sample period is now  1952.1 to  1984.4 Internally:     1 to   132
Variable LAAPEPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASIPH;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASIPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1990.2; EXOGENOUS VARIABLE=LAAVIPH;                               
Sample period is now  1952.1 to  1990.2 Internally:     1 to   154
Variable LAAVIPH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSTH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSTH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAACATH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAACATH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAUTH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAUTH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRTH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRTH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGETH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGETH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITTH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITTH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANETH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANETH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTTH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTTH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKTH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKTH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.1; EXOGENOUS VARIABLE=LAAFITH;                               
Sample period is now  1952.1 to  1977.1 Internally:     1 to   101
Variable LAAFITH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASTH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASTH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAKOTH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAKOTH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABETH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABETH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADETH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADETH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.1; EXOGENOUS VARIABLE=LAANOTH;                               
Sample period is now  1952.1 to  1975.1 Internally:     1 to    93
Variable LAANOTH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASWTH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASWTH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIDTH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIDTH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMATH;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMATH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.3; EXOGENOUS VARIABLE=LAAPATH;                               
Sample period is now  1952.1 to  1977.3 Internally:     1 to   103
Variable LAAPATH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRTH;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRTH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1989.2; EXOGENOUS VARIABLE=LAACETH;                               
Sample period is now  1952.1 to  1989.2 Internally:     1 to   150
Variable LAACETH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1989.2; EXOGENOUS VARIABLE=LAAPETH;                               
Sample period is now  1952.1 to  1989.2 Internally:     1 to   150
Variable LAAPETH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1985.2; EXOGENOUS VARIABLE=LAAPDTH;                               
Sample period is now  1952.1 to  1985.2 Internally:     1 to   134
Variable LAAPDTH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKTH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKTH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASITH;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASITH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.4; EXOGENOUS VARIABLE=LAAUSCH;                               
Sample period is now  1952.1 to  1972.4 Internally:     1 to    84
Variable LAAUSCH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAUCH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAUCH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGECH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGECH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITCH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITCH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTCH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTCH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKCH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKCH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.1; EXOGENOUS VARIABLE=LAAFICH;                               
Sample period is now  1952.1 to  1976.1 Internally:     1 to    97
Variable LAAFICH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABECH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABECH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.2; EXOGENOUS VARIABLE=LAADECH;                               
Sample period is now  1952.1 to  1977.2 Internally:     1 to   102
Variable LAADECH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASWCH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASWCH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1979.3; EXOGENOUS VARIABLE=LAAIRCH;                               
Sample period is now  1952.1 to  1979.3 Internally:     1 to   111
Variable LAAIRCH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1970.2; EXOGENOUS VARIABLE=LAASPCH;                               
Sample period is now  1952.1 to  1970.2 Internally:     1 to    74
Variable LAASPCH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1974.4; EXOGENOUS VARIABLE=LAANZCH;                               
Sample period is now  1952.1 to  1974.4 Internally:     1 to    92
Variable LAANZCH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMACH;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMACH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1970.2; EXOGENOUS VARIABLE=LAAARCH;                               
Sample period is now  1952.1 to  1970.2 Internally:     1 to    74
Variable LAAARCH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKCH;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKCH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASICH;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASICH  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSAR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAUAR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAUAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRAR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEAR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITAR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTAR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKAR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFIAR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFIAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.4; EXOGENOUS VARIABLE=LAAASAR;                               
Sample period is now  1952.1 to  1969.4 Internally:     1 to    72
Variable LAAASAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.1; EXOGENOUS VARIABLE=LAASOAR;                               
Sample period is now  1952.1 to  1976.1 Internally:     1 to    97
Variable LAASOAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.1; EXOGENOUS VARIABLE=LAAKOAR;                               
Sample period is now  1952.1 to  1977.1 Internally:     1 to   101
Variable LAAKOAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEAR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANOAR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANOAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1978.2; EXOGENOUS VARIABLE=LAAPOAR;                               
Sample period is now  1952.1 to  1978.2 Internally:     1 to   106
Variable LAAPOAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPAR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1978.3; EXOGENOUS VARIABLE=LAANZAR;                               
Sample period is now  1952.1 to  1978.3 Internally:     1 to   107
Variable LAANZAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1980.1; EXOGENOUS VARIABLE=LAAIDAR;                               
Sample period is now  1952.1 to  1980.1 Internally:     1 to   113
Variable LAAIDAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMAAR;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMAAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.2; EXOGENOUS VARIABLE=LAAPAAR;                               
Sample period is now  1952.1 to  1977.2 Internally:     1 to   102
Variable LAAPAAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1990.1; EXOGENOUS VARIABLE=LAATHAR;                               
Sample period is now  1952.1 to  1990.1 Internally:     1 to   153
Variable LAATHAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHAR;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRAR;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAMEAR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAMEAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPEAR;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPEAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAISAR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAISAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1983.3; EXOGENOUS VARIABLE=LAAHKAR;                               
Sample period is now  1952.1 to  1983.3 Internally:     1 to   127
Variable LAAHKAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASIAR;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASIAR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSBR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAUBR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAUBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRBR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITBR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEBR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTBR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKBR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFIBR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFIBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.4; EXOGENOUS VARIABLE=LAAASBR;                               
Sample period is now  1952.1 to  1966.4 Internally:     1 to    60
Variable LAAASBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.2; EXOGENOUS VARIABLE=LAAKOBR;                               
Sample period is now  1952.1 to  1977.2 Internally:     1 to   102
Variable LAAKOBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEBR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADEBR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADEBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANOBR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANOBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1984.3; EXOGENOUS VARIABLE=LAAGRBR;                               
Sample period is now  1952.1 to  1984.3 Internally:     1 to   131
Variable LAAGRBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.3; EXOGENOUS VARIABLE=LAAIRBR;                               
Sample period is now  1952.1 to  1977.3 Internally:     1 to   103
Variable LAAIRBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAPOBR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAPOBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPBR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1985.4; EXOGENOUS VARIABLE=LAANZBR;                               
Sample period is now  1952.1 to  1985.4 Internally:     1 to   136
Variable LAANZBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1980.1; EXOGENOUS VARIABLE=LAAIDBR;                               
Sample period is now  1952.1 to  1980.1 Internally:     1 to   113
Variable LAAIDBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.4; EXOGENOUS VARIABLE=LAAMABR;                               
Sample period is now  1952.1 to  1975.4 Internally:     1 to    96
Variable LAAMABR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1983.4; EXOGENOUS VARIABLE=LAAPABR;                               
Sample period is now  1952.1 to  1983.4 Internally:     1 to   128
Variable LAAPABR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.2; EXOGENOUS VARIABLE=LAAPHBR;                               
Sample period is now  1952.1 to  1988.2 Internally:     1 to   146
Variable LAAPHBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1979.3; EXOGENOUS VARIABLE=LAATHBR;                               
Sample period is now  1952.1 to  1979.3 Internally:     1 to   111
Variable LAATHBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHBR;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAARBR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAARBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAACEBR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAACEBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAMEBR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAMEBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAISBR;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAISBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAAHKBR;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAAHKBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASIBR;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASIBR  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAACACE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAACACE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAJACE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAJACE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.1; EXOGENOUS VARIABLE=LAAAUCE;                               
Sample period is now  1952.1 to  1973.1 Internally:     1 to    85
Variable LAAAUCE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRCE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRCE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGECE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGECE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITCE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITCE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANECE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANECE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTCE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTCE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKCE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKCE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.4; EXOGENOUS VARIABLE=LAAASCE;                               
Sample period is now  1952.1 to  1977.4 Internally:     1 to   104
Variable LAAASCE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.2; EXOGENOUS VARIABLE=LAAKOCE;                               
Sample period is now  1952.1 to  1977.2 Internally:     1 to   102
Variable LAAKOCE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABECE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABECE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1978.1; EXOGENOUS VARIABLE=LAANOCE;                               
Sample period is now  1952.1 to  1978.1 Internally:     1 to   105
Variable LAANOCE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASWCE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASWCE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1980.1; EXOGENOUS VARIABLE=LAAPOCE;                               
Sample period is now  1952.1 to  1980.1 Internally:     1 to   113
Variable LAAPOCE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPCE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPCE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.2; EXOGENOUS VARIABLE=LAANZCE;                               
Sample period is now  1952.1 to  1977.2 Internally:     1 to   102
Variable LAANZCE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.2; EXOGENOUS VARIABLE=LAAIDCE;                               
Sample period is now  1952.1 to  1988.2 Internally:     1 to   146
Variable LAAIDCE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.2; EXOGENOUS VARIABLE=LAAMACE;                               
Sample period is now  1952.1 to  1976.2 Internally:     1 to    98
Variable LAAMACE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1986.3; EXOGENOUS VARIABLE=LAAPACE;                               
Sample period is now  1952.1 to  1986.3 Internally:     1 to   139
Variable LAAPACE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1985.3; EXOGENOUS VARIABLE=LAATHCE;                               
Sample period is now  1952.1 to  1985.3 Internally:     1 to   135
Variable LAATHCE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHCE;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHCE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAARCE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAARCE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRCE;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRCE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAMECE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAMECE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPECE;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPECE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSME;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAJAME;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAJAME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEME;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITME;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTME;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKME;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFIME;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFIME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.2; EXOGENOUS VARIABLE=LAAKOME;                               
Sample period is now  1952.1 to  1971.2 Internally:     1 to    78
Variable LAAKOME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEME;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.2; EXOGENOUS VARIABLE=LAANOME;                               
Sample period is now  1952.1 to  1973.2 Internally:     1 to    86
Variable LAANOME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASWME;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASWME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1980.1; EXOGENOUS VARIABLE=LAAPOME;                               
Sample period is now  1952.1 to  1980.1 Internally:     1 to   113
Variable LAAPOME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPME;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACOME;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACOME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1979.1; EXOGENOUS VARIABLE=LAAIDME;                               
Sample period is now  1952.1 to  1979.1 Internally:     1 to   109
Variable LAAIDME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMAME;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMAME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1984.2; EXOGENOUS VARIABLE=LAAPAME;                               
Sample period is now  1952.1 to  1984.2 Internally:     1 to   130
Variable LAAPAME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHME;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAARME;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAARME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRME;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1983.4; EXOGENOUS VARIABLE=LAAPEME;                               
Sample period is now  1952.1 to  1983.4 Internally:     1 to   128
Variable LAAPEME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1985.2; EXOGENOUS VARIABLE=LAAPDME;                               
Sample period is now  1952.1 to  1985.2 Internally:     1 to   134
Variable LAAPDME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.2; EXOGENOUS VARIABLE=LAAEGME;                               
Sample period is now  1952.1 to  1988.2 Internally:     1 to   146
Variable LAAEGME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKME;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASIME;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASIME  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSPE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSPE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1970.3; EXOGENOUS VARIABLE=LAAAUPE;                               
Sample period is now  1952.1 to  1970.3 Internally:     1 to    75
Variable LAAAUPE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEPE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEPE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITPE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITPE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTPE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTPE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKPE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKPE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1978.3; EXOGENOUS VARIABLE=LAAFIPE;                               
Sample period is now  1952.1 to  1978.3 Internally:     1 to   107
Variable LAAFIPE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEPE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEPE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1978.3; EXOGENOUS VARIABLE=LAANOPE;                               
Sample period is now  1952.1 to  1978.3 Internally:     1 to   107
Variable LAANOPE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.3; EXOGENOUS VARIABLE=LAANZPE;                               
Sample period is now  1952.1 to  1975.3 Internally:     1 to    95
Variable LAANZPE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACOPE;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACOPE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1980.2; EXOGENOUS VARIABLE=LAAIDPE;                               
Sample period is now  1952.1 to  1980.2 Internally:     1 to   114
Variable LAAIDPE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.4; EXOGENOUS VARIABLE=LAAMAPE;                               
Sample period is now  1952.1 to  1975.4 Internally:     1 to    96
Variable LAAMAPE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHPE;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHPE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAARPE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAARPE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRPE;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRPE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAACEPE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAACEPE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAMEPE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAMEPE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKPE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKPE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAJATU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAJATU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAUTU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAUTU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRTU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRTU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGETU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGETU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITTU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITTU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANETU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANETU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTTU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTTU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKTU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKTU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFITU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFITU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1979.2; EXOGENOUS VARIABLE=LAAASTU;                               
Sample period is now  1952.1 to  1979.2 Internally:     1 to   110
Variable LAAASTU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABETU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABETU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANOTU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANOTU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASWTU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASWTU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1979.4; EXOGENOUS VARIABLE=LAAIRTU;                               
Sample period is now  1952.1 to  1979.4 Internally:     1 to   112
Variable LAAIRTU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1980.2; EXOGENOUS VARIABLE=LAAPOTU;                               
Sample period is now  1952.1 to  1980.2 Internally:     1 to   114
Variable LAAPOTU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.1; EXOGENOUS VARIABLE=LAASPTU;                               
Sample period is now  1952.1 to  1969.1 Internally:     1 to    69
Variable LAASPTU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMATU;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMATU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.4; EXOGENOUS VARIABLE=LAAPATU;                               
Sample period is now  1952.1 to  1975.4 Internally:     1 to    96
Variable LAAPATU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1985.3; EXOGENOUS VARIABLE=LAAPHTU;                               
Sample period is now  1952.1 to  1985.3 Internally:     1 to   135
Variable LAAPHTU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1984.3; EXOGENOUS VARIABLE=LAATHTU;                               
Sample period is now  1952.1 to  1984.3 Internally:     1 to   131
Variable LAATHTU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHTU;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHTU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1982.3; EXOGENOUS VARIABLE=LAAARTU;                               
Sample period is now  1952.1 to  1982.3 Internally:     1 to   123
Variable LAAARTU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.2; EXOGENOUS VARIABLE=LAABRTU;                               
Sample period is now  1952.1 to  1988.2 Internally:     1 to   146
Variable LAABRTU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.2; EXOGENOUS VARIABLE=LAAMETU;                               
Sample period is now  1952.1 to  1988.2 Internally:     1 to   146
Variable LAAMETU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1990.1; EXOGENOUS VARIABLE=LAAPDTU;                               
Sample period is now  1952.1 to  1990.1 Internally:     1 to   153
Variable LAAPDTU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.2; EXOGENOUS VARIABLE=LAAEGTU;                               
Sample period is now  1952.1 to  1988.2 Internally:     1 to   146
Variable LAAEGTU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.1; EXOGENOUS VARIABLE=LAAISTU;                               
Sample period is now  1952.1 to  1968.1 Internally:     1 to    65
Variable LAAISTU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1974.3; EXOGENOUS VARIABLE=LAABATU;                               
Sample period is now  1952.1 to  1974.3 Internally:     1 to    91
Variable LAABATU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.2; EXOGENOUS VARIABLE=LAASITU;                               
Sample period is now  1952.1 to  1973.2 Internally:     1 to    86
Variable LAASITU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAUPD;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAUPD  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRPD;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRPD  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITPD;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITPD  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEPD;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEPD  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTPD;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTPD  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKPD;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKPD  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFIPD;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFIPD  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.2; EXOGENOUS VARIABLE=LAANOPD;                               
Sample period is now  1952.1 to  1971.2 Internally:     1 to    78
Variable LAANOPD  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAAIRPD;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAAIRPD  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPPD;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPPD  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1982.3; EXOGENOUS VARIABLE=LAATHPD;                               
Sample period is now  1952.1 to  1982.3 Internally:     1 to   123
Variable LAATHPD  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRPD;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRPD  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPEPD;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPEPD  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.1; EXOGENOUS VARIABLE=LAATUPD;                               
Sample period is now  1952.1 to  1973.1 Internally:     1 to    85
Variable LAATUPD  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1989.2; EXOGENOUS VARIABLE=LAAISPD;                               
Sample period is now  1952.1 to  1989.2 Internally:     1 to   150
Variable LAAISPD  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1987.4; EXOGENOUS VARIABLE=LAABAPD;                               
Sample period is now  1952.1 to  1987.4 Internally:     1 to   144
Variable LAABAPD  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.4; EXOGENOUS VARIABLE=LAAHKPD;                               
Sample period is now  1952.1 to  1975.4 Internally:     1 to    96
Variable LAAHKPD  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSEG;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSEG  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAJAEG;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAJAEG  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.3; EXOGENOUS VARIABLE=LAAAUEG;                               
Sample period is now  1952.1 to  1967.3 Internally:     1 to    63
Variable LAAAUEG  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITEG;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITEG  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEEG;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEEG  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTEG;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTEG  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKEG;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKEG  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASEG;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASEG  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.2; EXOGENOUS VARIABLE=LAAKOEG;                               
Sample period is now  1952.1 to  1977.2 Internally:     1 to   102
Variable LAAKOEG  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1970.1; EXOGENOUS VARIABLE=LAADEEG;                               
Sample period is now  1952.1 to  1970.1 Internally:     1 to    73
Variable LAADEEG  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1978.1; EXOGENOUS VARIABLE=LAANOEG;                               
Sample period is now  1952.1 to  1978.1 Internally:     1 to   105
Variable LAANOEG  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.1; EXOGENOUS VARIABLE=LAAIREG;                               
Sample period is now  1952.1 to  1973.1 Internally:     1 to    85
Variable LAAIREG  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPEG;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPEG  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.3; EXOGENOUS VARIABLE=LAACOEG;                               
Sample period is now  1952.1 to  1988.3 Internally:     1 to   147
Variable LAACOEG  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1984.1; EXOGENOUS VARIABLE=LAAJOEG;                               
Sample period is now  1952.1 to  1984.1 Internally:     1 to   129
Variable LAAJOEG  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1990.2; EXOGENOUS VARIABLE=LAASYEG;                               
Sample period is now  1952.1 to  1990.2 Internally:     1 to   154
Variable LAASYEG  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.3; EXOGENOUS VARIABLE=LAAMAEG;                               
Sample period is now  1952.1 to  1976.3 Internally:     1 to    99
Variable LAAMAEG  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1979.2; EXOGENOUS VARIABLE=LAAPAEG;                               
Sample period is now  1952.1 to  1979.2 Internally:     1 to   110
Variable LAAPAEG  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHEG;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHEG  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1983.3; EXOGENOUS VARIABLE=LAAMEEG;                               
Sample period is now  1952.1 to  1983.3 Internally:     1 to   127
Variable LAAMEEG  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1982.1; EXOGENOUS VARIABLE=LAATUEG;                               
Sample period is now  1952.1 to  1982.1 Internally:     1 to   121
Variable LAATUEG  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1974.2; EXOGENOUS VARIABLE=LAAHKEG;                               
Sample period is now  1952.1 to  1974.2 Internally:     1 to    90
Variable LAAHKEG  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1974.2; EXOGENOUS VARIABLE=LAASIEG;                               
Sample period is now  1952.1 to  1974.2 Internally:     1 to    90
Variable LAASIEG  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAJAIS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAJAIS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAUIS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAUIS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEIS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEIS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITIS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITIS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEIS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEIS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTIS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTIS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKIS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKIS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFIIS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFIIS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASOIS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASOIS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEIS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEIS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADEIS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADEIS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANOIS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANOIS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGRIS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGRIS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.4; EXOGENOUS VARIABLE=LAAIRIS;                               
Sample period is now  1952.1 to  1969.4 Internally:     1 to    72
Variable LAAIRIS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1974.3; EXOGENOUS VARIABLE=LAAPOIS;                               
Sample period is now  1952.1 to  1974.3 Internally:     1 to    91
Variable LAAPOIS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.4; EXOGENOUS VARIABLE=LAAIDIS;                               
Sample period is now  1952.1 to  1975.4 Internally:     1 to    96
Variable LAAIDIS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1989.3; EXOGENOUS VARIABLE=LAAPDIS;                               
Sample period is now  1952.1 to  1989.3 Internally:     1 to   151
Variable LAAPDIS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1985.1; EXOGENOUS VARIABLE=LAAKEIS;                               
Sample period is now  1952.1 to  1985.1 Internally:     1 to   133
Variable LAAKEIS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKIS;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKIS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASIIS;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASIIS  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAJAKE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAJAKE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.4; EXOGENOUS VARIABLE=LAAAUKE;                               
Sample period is now  1952.1 to  1972.4 Internally:     1 to    84
Variable LAAAUKE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEKE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEKE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITKE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITKE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTKE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTKE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKKE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKKE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASKE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASKE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1990.4; EXOGENOUS VARIABLE=LAASOKE;                               
Sample period is now  1952.1 to  1990.4 Internally:     1 to   156
Variable LAASOKE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEKE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEKE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASWKE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASWKE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIDKE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIDKE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.4; EXOGENOUS VARIABLE=LAAMAKE;                               
Sample period is now  1952.1 to  1975.4 Internally:     1 to    96
Variable LAAMAKE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAAPAKE;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAAPAKE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1980.1; EXOGENOUS VARIABLE=LAATHKE;                               
Sample period is now  1952.1 to  1980.1 Internally:     1 to   113
Variable LAATHKE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.2; EXOGENOUS VARIABLE=LAAEGKE;                               
Sample period is now  1952.1 to  1988.2 Internally:     1 to   146
Variable LAAEGKE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKKE;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKKE  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.3; EXOGENOUS VARIABLE=LAAUSBA;                               
Sample period is now  1952.1 to  1972.3 Internally:     1 to    83
Variable LAAUSBA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.3; EXOGENOUS VARIABLE=LAAGEBA;                               
Sample period is now  1952.1 to  1972.3 Internally:     1 to    83
Variable LAAGEBA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.2; EXOGENOUS VARIABLE=LAASTBA;                               
Sample period is now  1952.1 to  1973.2 Internally:     1 to    86
Variable LAASTBA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.2; EXOGENOUS VARIABLE=LAAUKBA;                               
Sample period is now  1952.1 to  1973.2 Internally:     1 to    86
Variable LAAUKBA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1974.2; EXOGENOUS VARIABLE=LAAASBA;                               
Sample period is now  1952.1 to  1974.2 Internally:     1 to    90
Variable LAAASBA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1978.1; EXOGENOUS VARIABLE=LAABEBA;                               
Sample period is now  1952.1 to  1978.1 Internally:     1 to   105
Variable LAABEBA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.2; EXOGENOUS VARIABLE=LAADEBA;                               
Sample period is now  1952.1 to  1973.2 Internally:     1 to    86
Variable LAADEBA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.3; EXOGENOUS VARIABLE=LAASWBA;                               
Sample period is now  1952.1 to  1977.3 Internally:     1 to   103
Variable LAASWBA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.3; EXOGENOUS VARIABLE=LAAIDBA;                               
Sample period is now  1952.1 to  1972.3 Internally:     1 to    83
Variable LAAIDBA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1978.2; EXOGENOUS VARIABLE=LAAMABA;                               
Sample period is now  1952.1 to  1978.2 Internally:     1 to   106
Variable LAAMABA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHBA;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHBA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.2; EXOGENOUS VARIABLE=LAAHKBA;                               
Sample period is now  1952.1 to  1973.2 Internally:     1 to    86
Variable LAAHKBA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.3; EXOGENOUS VARIABLE=LAASIBA;                               
Sample period is now  1952.1 to  1972.3 Internally:     1 to    83
Variable LAASIBA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSHK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAACAHK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAACAHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.1; EXOGENOUS VARIABLE=LAAAUHK;                               
Sample period is now  1952.1 to  1968.1 Internally:     1 to    65
Variable LAAAUHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRHK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEHK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITHK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEHK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTHK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKHK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASHK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASOHK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASOHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAKOHK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAKOHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEHK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADEHK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADEHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4; EXOGENOUS VARIABLE=LAANOHK;                               
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable LAANOHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASWHK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASWHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.3; EXOGENOUS VARIABLE=LAAGRHK;                               
Sample period is now  1952.1 to  1976.3 Internally:     1 to    99
Variable LAAGRHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.1; EXOGENOUS VARIABLE=LAAIRHK;                               
Sample period is now  1952.1 to  1976.1 Internally:     1 to    97
Variable LAAIRHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1978.2; EXOGENOUS VARIABLE=LAAPOHK;                               
Sample period is now  1952.1 to  1978.2 Internally:     1 to   106
Variable LAAPOHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.4; EXOGENOUS VARIABLE=LAASPHK;                               
Sample period is now  1952.1 to  1969.4 Internally:     1 to    72
Variable LAASPHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANZHK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANZHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1986.2; EXOGENOUS VARIABLE=LAACOHK;                               
Sample period is now  1952.1 to  1986.2 Internally:     1 to   138
Variable LAACOHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIDHK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIDHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMAHK;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMAHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAAPAHK;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAAPAHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAPHHK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAPHHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1989.2; EXOGENOUS VARIABLE=LAAARHK;                               
Sample period is now  1952.1 to  1989.2 Internally:     1 to   150
Variable LAAARHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRHK;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1978.4; EXOGENOUS VARIABLE=LAAMEHK;                               
Sample period is now  1952.1 to  1978.4 Internally:     1 to   108
Variable LAAMEHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPEHK;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPEHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1985.2; EXOGENOUS VARIABLE=LAAPDHK;                               
Sample period is now  1952.1 to  1985.2 Internally:     1 to   134
Variable LAAPDHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAISHK;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAISHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.2; EXOGENOUS VARIABLE=LAABAHK;                               
Sample period is now  1952.1 to  1976.2 Internally:     1 to    98
Variable LAABAHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASIHK;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASIHK  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAAUSSI;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAAUSSI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.3; EXOGENOUS VARIABLE=LAAAUSI;                               
Sample period is now  1952.1 to  1969.3 Internally:     1 to    71
Variable LAAAUSI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAAFRSI;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAAFRSI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAAGESI;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAAGESI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAAITSI;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAAITSI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAANESI;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAANESI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAASTSI;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAASTSI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAAUKSI;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAAUKSI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.3; EXOGENOUS VARIABLE=LAAFISI;                               
Sample period is now  1952.1 to  1976.3 Internally:     1 to    99
Variable LAAFISI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAAASSI;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAAASSI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAAKOSI;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAAKOSI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAABESI;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAABESI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAADESI;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAADESI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.3; EXOGENOUS VARIABLE=LAANOSI;                               
Sample period is now  1952.1 to  1967.3 Internally:     1 to    63
Variable LAANOSI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAASWSI;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAASWSI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.4; EXOGENOUS VARIABLE=LAAGRSI;                               
Sample period is now  1952.1 to  1975.4 Internally:     1 to    96
Variable LAAGRSI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.2; EXOGENOUS VARIABLE=LAAIRSI;                               
Sample period is now  1952.1 to  1976.2 Internally:     1 to    98
Variable LAAIRSI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1979.1; EXOGENOUS VARIABLE=LAAPOSI;                               
Sample period is now  1952.1 to  1979.1 Internally:     1 to   109
Variable LAAPOSI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.1; EXOGENOUS VARIABLE=LAASPSI;                               
Sample period is now  1952.1 to  1973.1 Internally:     1 to    85
Variable LAASPSI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1982.4; EXOGENOUS VARIABLE=LAACOSI;                               
Sample period is now  1952.1 to  1982.4 Internally:     1 to   124
Variable LAACOSI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1990.2; EXOGENOUS VARIABLE=LAAJOSI;                               
Sample period is now  1952.1 to  1990.2 Internally:     1 to   154
Variable LAAJOSI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAAIDSI;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAAIDSI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMASI;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMASI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAATHSI;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAATHSI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1979.2; EXOGENOUS VARIABLE=LAAMESI;                               
Sample period is now  1952.1 to  1979.2 Internally:     1 to   110
Variable LAAMESI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAAISSI;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAAISSI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1966.3; EXOGENOUS VARIABLE=LAAHKSI;                               
Sample period is now  1952.1 to  1966.3 Internally:     1 to    59
Variable LAAHKSI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1989.3; EXOGENOUS VARIABLE=LAAAUVI;                               
Sample period is now  1952.1 to  1989.3 Internally:     1 to   151
Variable LAAAUVI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.2; EXOGENOUS VARIABLE=LAAGEVI;                               
Sample period is now  1952.1 to  1977.2 Internally:     1 to   102
Variable LAAGEVI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.2; EXOGENOUS VARIABLE=LAAITVI;                               
Sample period is now  1952.1 to  1977.2 Internally:     1 to   102
Variable LAAITVI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.4; EXOGENOUS VARIABLE=LAASTVI;                               
Sample period is now  1952.1 to  1988.4 Internally:     1 to   148
Variable LAASTVI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.2; EXOGENOUS VARIABLE=LAAFIVI;                               
Sample period is now  1952.1 to  1977.2 Internally:     1 to   102
Variable LAAFIVI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1983.2; EXOGENOUS VARIABLE=LAAASVI;                               
Sample period is now  1952.1 to  1983.2 Internally:     1 to   126
Variable LAAASVI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1985.3; EXOGENOUS VARIABLE=LAABEVI;                               
Sample period is now  1952.1 to  1985.3 Internally:     1 to   135
Variable LAABEVI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.2; EXOGENOUS VARIABLE=LAASWVI;                               
Sample period is now  1952.1 to  1975.2 Internally:     1 to    94
Variable LAASWVI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1989.4; EXOGENOUS VARIABLE=LAANZVI;                               
Sample period is now  1952.1 to  1989.4 Internally:     1 to   152
Variable LAANZVI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.1; EXOGENOUS VARIABLE=LAAPHVI;                               
Sample period is now  1952.1 to  1988.1 Internally:     1 to   145
Variable LAAPHVI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKVI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKVI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSNI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSNI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.1; EXOGENOUS VARIABLE=LAAAUNI;                               
Sample period is now  1952.1 to  1969.1 Internally:     1 to    69
Variable LAAAUNI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRNI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRNI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGENI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGENI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITNI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITNI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANENI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANENI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTNI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTNI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKNI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKNI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1980.1; EXOGENOUS VARIABLE=LAAASNI;                               
Sample period is now  1952.1 to  1980.1 Internally:     1 to   113
Variable LAAASNI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAKONI;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAKONI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABENI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABENI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADENI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADENI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANONI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANONI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASWNI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASWNI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIRNI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIRNI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1970.4; EXOGENOUS VARIABLE=LAASPNI;                               
Sample period is now  1952.1 to  1970.4 Internally:     1 to    76
Variable LAASPNI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.3; EXOGENOUS VARIABLE=LAACONI;                               
Sample period is now  1952.1 to  1988.3 Internally:     1 to   147
Variable LAACONI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIDNI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIDNI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1980.1; EXOGENOUS VARIABLE=LAAMANI;                               
Sample period is now  1952.1 to  1980.1 Internally:     1 to   113
Variable LAAMANI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1985.4; EXOGENOUS VARIABLE=LAAPANI;                               
Sample period is now  1952.1 to  1985.4 Internally:     1 to   136
Variable LAAPANI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHNI;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHNI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRNI;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRNI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAEGNI;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAEGNI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKNI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKNI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.2; EXOGENOUS VARIABLE=LAASINI;                               
Sample period is now  1952.1 to  1968.2 Internally:     1 to    66
Variable LAASINI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSAL;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSAL  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.3; EXOGENOUS VARIABLE=LAACAAL;                               
Sample period is now  1952.1 to  1969.3 Internally:     1 to    71
Variable LAACAAL  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.3; EXOGENOUS VARIABLE=LAAJAAL;                               
Sample period is now  1952.1 to  1969.3 Internally:     1 to    71
Variable LAAJAAL  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.3; EXOGENOUS VARIABLE=LAAAUAL;                               
Sample period is now  1952.1 to  1968.3 Internally:     1 to    67
Variable LAAAUAL  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRAL;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRAL  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEAL;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEAL  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITAL;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITAL  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.1; EXOGENOUS VARIABLE=LAASTAL;                               
Sample period is now  1952.1 to  1968.1 Internally:     1 to    65
Variable LAASTAL  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKAL;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKAL  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1983.2; EXOGENOUS VARIABLE=LAAASAL;                               
Sample period is now  1952.1 to  1983.2 Internally:     1 to   126
Variable LAAASAL  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.4; EXOGENOUS VARIABLE=LAADEAL;                               
Sample period is now  1952.1 to  1969.4 Internally:     1 to    72
Variable LAADEAL  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.3; EXOGENOUS VARIABLE=LAAPOAL;                               
Sample period is now  1952.1 to  1976.3 Internally:     1 to    99
Variable LAAPOAL  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.1; EXOGENOUS VARIABLE=LAASPAL;                               
Sample period is now  1952.1 to  1968.1 Internally:     1 to    65
Variable LAASPAL  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1990.2; EXOGENOUS VARIABLE=LAAJOAL;                               
Sample period is now  1952.1 to  1990.2 Internally:     1 to   154
Variable LAAJOAL  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.1; EXOGENOUS VARIABLE=LAATHAL;                               
Sample period is now  1952.1 to  1988.1 Internally:     1 to   145
Variable LAATHAL  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAACHAL;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAACHAL  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAEGAL;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAEGAL  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1986.1; EXOGENOUS VARIABLE=LAAHKAL;                               
Sample period is now  1952.1 to  1986.1 Internally:     1 to   137
Variable LAAHKAL  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1989.2; EXOGENOUS VARIABLE=LAAVIAL;                               
Sample period is now  1952.1 to  1989.2 Internally:     1 to   150
Variable LAAVIAL  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUSIA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUSIA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.1; EXOGENOUS VARIABLE=LAACAIA;                               
Sample period is now  1952.1 to  1969.1 Internally:     1 to    69
Variable LAACAIA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRIA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRIA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEIA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEIA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITIA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITIA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEIA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEIA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTIA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTIA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKIA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKIA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASIA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASIA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.4; EXOGENOUS VARIABLE=LAAKOIA;                               
Sample period is now  1952.1 to  1967.4 Internally:     1 to    64
Variable LAAKOIA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEIA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEIA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.1; EXOGENOUS VARIABLE=LAANOIA;                               
Sample period is now  1952.1 to  1975.1 Internally:     1 to    93
Variable LAANOIA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1986.1; EXOGENOUS VARIABLE=LAAGRIA;                               
Sample period is now  1952.1 to  1986.1 Internally:     1 to   137
Variable LAAGRIA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.4; EXOGENOUS VARIABLE=LAASPIA;                               
Sample period is now  1952.1 to  1975.4 Internally:     1 to    96
Variable LAASPIA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAANZIA;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAANZIA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1990.2; EXOGENOUS VARIABLE=LAAJOIA;                               
Sample period is now  1952.1 to  1990.2 Internally:     1 to   154
Variable LAAJOIA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMAIA;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMAIA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1979.1; EXOGENOUS VARIABLE=LAAPAIA;                               
Sample period is now  1952.1 to  1979.1 Internally:     1 to   109
Variable LAAPAIA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAPHIA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAPHIA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1989.2; EXOGENOUS VARIABLE=LAACEIA;                               
Sample period is now  1952.1 to  1989.2 Internally:     1 to   150
Variable LAACEIA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1985.3; EXOGENOUS VARIABLE=LAAMEIA;                               
Sample period is now  1952.1 to  1985.3 Internally:     1 to   135
Variable LAAMEIA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.4; EXOGENOUS VARIABLE=LAAPEIA;                               
Sample period is now  1952.1 to  1988.4 Internally:     1 to   148
Variable LAAPEIA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1985.3; EXOGENOUS VARIABLE=LAABAIA;                               
Sample period is now  1952.1 to  1985.3 Internally:     1 to   135
Variable LAABAIA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAACAIN;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAACAIN  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAUIN;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAUIN  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEIN;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEIN  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITIN;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITIN  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEIN;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEIN  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTIN;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTIN  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFIIN;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFIIN  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASIN;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASIN  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABEIN;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABEIN  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADEIN;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADEIN  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.4; EXOGENOUS VARIABLE=LAANOIN;                               
Sample period is now  1952.1 to  1971.4 Internally:     1 to    80
Variable LAANOIN  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASWIN;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASWIN  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGRIN;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGRIN  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1983.2; EXOGENOUS VARIABLE=LAAPOIN;                               
Sample period is now  1952.1 to  1983.2 Internally:     1 to   126
Variable LAAPOIN  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.1; EXOGENOUS VARIABLE=LAASPIN;                               
Sample period is now  1952.1 to  1971.1 Internally:     1 to    77
Variable LAASPIN  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1979.3; EXOGENOUS VARIABLE=LAANZIN;                               
Sample period is now  1952.1 to  1979.3 Internally:     1 to   111
Variable LAANZIN  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1990.2; EXOGENOUS VARIABLE=LAAJOIN;                               
Sample period is now  1952.1 to  1990.2 Internally:     1 to   154
Variable LAAJOIN  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1967.2; EXOGENOUS VARIABLE=LAAMAIN;                               
Sample period is now  1952.1 to  1967.2 Internally:     1 to    62
Variable LAAMAIN  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAPDIN;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAPDIN  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.2; EXOGENOUS VARIABLE=LAAEGIN;                               
Sample period is now  1952.1 to  1988.2 Internally:     1 to   146
Variable LAAEGIN  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAABAIN;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAABAIN  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKIN;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKIN  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGEIQ;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGEIQ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKIQ;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKIQ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAJOIQ;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAJOIQ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.1; EXOGENOUS VARIABLE=LAAPAIQ;                               
Sample period is now  1952.1 to  1973.1 Internally:     1 to    85
Variable LAAPAIQ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1989.2; EXOGENOUS VARIABLE=LAAVIIQ;                               
Sample period is now  1952.1 to  1989.2 Internally:     1 to   150
Variable LAAVIIQ  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAFRKU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAFRKU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANEKU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANEKU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTKU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTKU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASKU;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASKU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.1; EXOGENOUS VARIABLE=LAAKOKU;                               
Sample period is now  1952.1 to  1969.1 Internally:     1 to    69
Variable LAAKOKU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.3; EXOGENOUS VARIABLE=LAAGRKU;                               
Sample period is now  1952.1 to  1969.3 Internally:     1 to    71
Variable LAAGRKU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1; EXOGENOUS VARIABLE=LAASPKU;                               
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable LAASPKU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1983.3; EXOGENOUS VARIABLE=LAACOKU;                               
Sample period is now  1952.1 to  1983.3 Internally:     1 to   127
Variable LAACOKU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAJOKU;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAJOKU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1969.3; EXOGENOUS VARIABLE=LAAIDKU;                               
Sample period is now  1952.1 to  1969.3 Internally:     1 to    71
Variable LAAIDKU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.4; EXOGENOUS VARIABLE=LAATHKU;                               
Sample period is now  1952.1 to  1975.4 Internally:     1 to    96
Variable LAATHKU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.4; EXOGENOUS VARIABLE=LAAARKU;                               
Sample period is now  1952.1 to  1981.4 Internally:     1 to   120
Variable LAAARKU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRKU;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRKU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAAEGKU;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAAEGKU  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1974.3; EXOGENOUS VARIABLE=LAACALI;                               
Sample period is now  1952.1 to  1974.3 Internally:     1 to    91
Variable LAACALI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAAULI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAAULI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAGELI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAGELI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAITLI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAITLI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAANELI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAANELI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTLI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTLI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKLI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKLI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAABELI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAABELI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAADELI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAADELI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1968.1; EXOGENOUS VARIABLE=LAASWLI;                               
Sample period is now  1952.1 to  1968.1 Internally:     1 to    65
Variable LAASWLI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASPLI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASPLI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1990.2; EXOGENOUS VARIABLE=LAAJOLI;                               
Sample period is now  1952.1 to  1990.2 Internally:     1 to   154
Variable LAAJOLI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAIDLI;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAIDLI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.3; EXOGENOUS VARIABLE=LAACHLI;                               
Sample period is now  1952.1 to  1981.3 Internally:     1 to   119
Variable LAACHLI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRLI;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRLI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1971.1; EXOGENOUS VARIABLE=LAATULI;                               
Sample period is now  1952.1 to  1971.1 Internally:     1 to    77
Variable LAATULI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1985.4; EXOGENOUS VARIABLE=LAAEGLI;                               
Sample period is now  1952.1 to  1985.4 Internally:     1 to   136
Variable LAAEGLI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.3; EXOGENOUS VARIABLE=LAASILI;                               
Sample period is now  1952.1 to  1976.3 Internally:     1 to    99
Variable LAASILI  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1974.3; EXOGENOUS VARIABLE=LAACAUA;                               
Sample period is now  1952.1 to  1974.3 Internally:     1 to    91
Variable LAACAUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.3; EXOGENOUS VARIABLE=LAAAUUA;                               
Sample period is now  1952.1 to  1972.3 Internally:     1 to    83
Variable LAAAUUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAAGEUA;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAAGEUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAAITUA;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAAITUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAANEUA;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAANEUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAASTUA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAASTUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAUKUA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAUKUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAASUA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAASUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.2; EXOGENOUS VARIABLE=LAAKOUA;                               
Sample period is now  1952.1 to  1977.2 Internally:     1 to   102
Variable LAAKOUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.3; EXOGENOUS VARIABLE=LAABEUA;                               
Sample period is now  1952.1 to  1972.3 Internally:     1 to    83
Variable LAABEUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.1; EXOGENOUS VARIABLE=LAADEUA;                               
Sample period is now  1952.1 to  1972.1 Internally:     1 to    81
Variable LAADEUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1976.2; EXOGENOUS VARIABLE=LAANOUA;                               
Sample period is now  1952.1 to  1976.2 Internally:     1 to    98
Variable LAANOUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.1; EXOGENOUS VARIABLE=LAASWUA;                               
Sample period is now  1952.1 to  1973.1 Internally:     1 to    85
Variable LAASWUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAAIRUA;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAAIRUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1984.2; EXOGENOUS VARIABLE=LAAPOUA;                               
Sample period is now  1952.1 to  1984.2 Internally:     1 to   130
Variable LAAPOUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.2; EXOGENOUS VARIABLE=LAASPUA;                               
Sample period is now  1952.1 to  1977.2 Internally:     1 to   102
Variable LAASPUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.2; EXOGENOUS VARIABLE=LAANZUA;                               
Sample period is now  1952.1 to  1975.2 Internally:     1 to    94
Variable LAANZUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1989.1; EXOGENOUS VARIABLE=LAACOUA;                               
Sample period is now  1952.1 to  1989.1 Internally:     1 to   149
Variable LAACOUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1990.2; EXOGENOUS VARIABLE=LAAJOUA;                               
Sample period is now  1952.1 to  1990.2 Internally:     1 to   154
Variable LAAJOUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1973.2; EXOGENOUS VARIABLE=LAAIDUA;                               
Sample period is now  1952.1 to  1973.2 Internally:     1 to    86
Variable LAAIDUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.2; EXOGENOUS VARIABLE=LAAMAUA;                               
Sample period is now  1952.1 to  1977.2 Internally:     1 to   102
Variable LAAMAUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1972.2; EXOGENOUS VARIABLE=LAAPAUA;                               
Sample period is now  1952.1 to  1972.2 Internally:     1 to    82
Variable LAAPAUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1984.3; EXOGENOUS VARIABLE=LAAPHUA;                               
Sample period is now  1952.1 to  1984.3 Internally:     1 to   131
Variable LAAPHUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1982.1; EXOGENOUS VARIABLE=LAACHUA;                               
Sample period is now  1952.1 to  1982.1 Internally:     1 to   121
Variable LAACHUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1981.2; EXOGENOUS VARIABLE=LAABRUA;                               
Sample period is now  1952.1 to  1981.2 Internally:     1 to   118
Variable LAABRUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.2; EXOGENOUS VARIABLE=LAAPDUA;                               
Sample period is now  1952.1 to  1988.2 Internally:     1 to   146
Variable LAAPDUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1988.2; EXOGENOUS VARIABLE=LAAEGUA;                               
Sample period is now  1952.1 to  1988.2 Internally:     1 to   146
Variable LAAEGUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1979.2; EXOGENOUS VARIABLE=LAAKEUA;                               
Sample period is now  1952.1 to  1979.2 Internally:     1 to   110
Variable LAAKEUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1977.3; EXOGENOUS VARIABLE=LAABAUA;                               
Sample period is now  1952.1 to  1977.3 Internally:     1 to   103
Variable LAABAUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1965.4; EXOGENOUS VARIABLE=LAAHKUA;                               
Sample period is now  1952.1 to  1965.4 Internally:     1 to    56
Variable LAAHKUA  taken to be exogenous for the sample period in effect.
SMPL 1952.1 1975.2; EXOGENOUS VARIABLE=LAASIUA;                               
Sample period is now  1952.1 to  1975.2 Internally:     1 to    94
Variable LAASIUA  taken to be exogenous for the sample period in effect.
RETURN;                                                                       
Control returned to previous input data set.
@                                                                             
WRITECOEF FILE=MC7COF.BIN;                                                    
Coefficient matrix written to data set MC7COF.BIN      
CLOSE UNIT=20;                                                                
Unit   20 closed.
@                                                                             
SMPL 1954.1 2020.4;                                                           
Sample period is now  1954.1 to  2020.4 Internally:     9 to   276
CREATE URZZ=UR;                                                               
Name added to list: URZZ            
CREATE RSZZ=RS;                                                               
Name added to list: RSZZ            
SMPL 2008.1 2013.4;                                                           
Sample period is now  2008.1 to  2013.4 Internally:   225 to   248
EXOGENOUS VARIABLE=CGZ;                                                       
Variable CGZ      taken to be exogenous for the sample period in effect.
EXOGENOUS VARIABLE=RS;                                                        
Variable RS       taken to be exogenous for the sample period in effect.
@                                                                             
@ Using XMULT                                                                 
@                                                                             
XMULT CGZ=CGZ-DIFCGZ;                                                         
XMULT PSI14=PSI14-DIFPSI14;                                                   
@                                                                             
@ Begin computing standard errors                                             
@                                                                             
SMPL 1972.1 2007.4;                                                           
Sample period is now  1972.1 to  2007.4 Internally:    81 to   224
@ Cannot have ZEROU above for this to work                                    
STOSIM SETU;                                                                  
SETLA 118 0;                                                                  
LA( 118) changed from           1 TO           0
SMPL 1952.1 2020.4;                                                           
Sample period is now  1952.1 to  2020.4 Internally:     1 to   276
ZEROU;                                                                        
Residuals set to zero for the period  1952.1 -  2020.4
SEED VALUE=1256789.;                                                          
New seed is      1256789.000     Old seed was      123457.0000    
DRAW;                                                                         
DRAW =        -0.7631755196
BEGINNOPRINT;                                                                 

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4975395E-01 0.5234225E-01 0.3114454      1.083667    
  1954.2 0.5789101E-01 0.5783462E-01  0.000000     0.8143333    
  1954.3 0.6629299E-01 0.5970489E-01  0.000000     0.8696667    
  1954.4 0.6821382E-01 0.5361334E-01 0.1622127      1.036333    
  1955.1 0.6541902E-01 0.4710636E-01  0.000000      1.256333    
  1955.2 0.5725842E-01 0.4380454E-01 0.7431080      1.614333    
  1955.3 0.4809866E-01 0.4109694E-01  1.909597      1.861333    
  1955.4 0.4278761E-01 0.4208878E-01  2.558773      2.349333    
  1956.1 0.4027650E-01 0.4031458E-01  2.543988      2.379333    
  1956.2 0.3525154E-01 0.4190614E-01  3.061224      2.596667    
  1956.3 0.3093690E-01 0.4128671E-01  3.903902      2.596667    
  1956.4 0.2920912E-01 0.4100540E-01  3.988611      3.063667    
  1957.1 0.2568721E-01 0.3946671E-01  4.007546      3.171667    
  1957.2 0.2054647E-01 0.4062513E-01  4.603367      3.157000    
  1957.3 0.1919765E-01 0.4207225E-01  6.198817      3.382333    
  1957.4 0.1533322E-01 0.4923487E-01  8.107550      3.343333    
  1958.1 0.1476425E-01 0.6275076E-01  8.636558      1.838000    
  1958.2 0.2558905E-01 0.7359928E-01  5.673271      1.017667    
  1958.3 0.2347049E-01 0.7309055E-01  4.222260      1.710667    
  1958.4 0.1891714E-01 0.6352766E-01  6.562142      2.787667    
  1959.1 0.1405199E-01 0.5798631E-01  8.000190      2.800333    
  1959.2 0.9361221E-02 0.5104500E-01  8.292994      3.019333    
  1959.3 0.2040701E-01 0.5287044E-01  7.207125      3.533000    
  1959.4 0.2836967E-01 0.5592834E-01  6.408739      4.299333    
  1960.1 0.3246475E-01 0.5159512E-01  6.470146      3.943000    
  1960.2 0.3614818E-01 0.5225835E-01  6.852049      3.092333    
  1960.3 0.3931880E-01 0.5549938E-01  7.885313      2.390333    
  1960.4 0.4190812E-01 0.6251647E-01  6.369636      2.360667    
  1961.1 0.4557375E-01 0.6773354E-01  5.438889      2.376667    
  1961.2 0.4963184E-01 0.6971717E-01  5.336251      2.324667    
  1961.3 0.4495385E-01 0.6749309E-01  6.768188      2.324667    
  1961.4 0.4242190E-01 0.6171891E-01  6.943897      2.475000    
  1962.1 0.4168959E-01 0.5614436E-01  6.701418      2.739000    
  1962.2 0.4608159E-01 0.5482584E-01  6.368545      2.716000    
  1962.3 0.4934695E-01 0.5539051E-01  7.065600      2.858000    
  1962.4 0.5317845E-01 0.5505923E-01  5.393626      2.803333    
  1963.1 0.6090217E-01 0.5779253E-01  3.580263      2.909000    
  1963.2 0.6738271E-01 0.5680856E-01  2.616185      2.941333    
  1963.3 0.6771635E-01 0.5493742E-01  2.523097      3.280667    
  1963.4 0.6752801E-01 0.5572673E-01  2.099698      3.499333    
  1964.1 0.6546205E-01 0.5457706E-01  1.843807      3.538000    
  1964.2 0.6966760E-01 0.5220257E-01  1.252458      3.481333    
  1964.3 0.7104762E-01 0.4989598E-01 0.3532425      3.504000    
  1964.4 0.7286833E-01 0.4953597E-01 0.1241398      3.685000    
  1965.1 0.7404540E-01 0.4871666E-01 0.4305262      3.899667    
  1965.2 0.7441690E-01 0.4655354E-01 0.2270584      3.879000    
  1965.3 0.7117142E-01 0.4351989E-01 0.2666912      3.859667    
  1965.4 0.6495217E-01 0.4102298E-01  1.268646      4.158667    
  1966.1 0.5924557E-01 0.3848268E-01  2.006569      4.630667    
  1966.2 0.5514572E-01 0.3807639E-01  2.302694      4.597333    
  1966.3 0.5291392E-01 0.3750700E-01  1.919373      5.047667    
  1966.4 0.4800180E-01 0.3683286E-01  2.431946      5.246000    
  1967.1 0.4559699E-01 0.3809930E-01  3.736365      4.533667    
  1967.2 0.4119401E-01 0.3806934E-01  4.593996      3.657333    
  1967.3 0.4104131E-01 0.3784696E-01  4.392095      4.344667    
  1967.4 0.4538521E-01 0.3915978E-01  4.115496      4.787333    
  1968.1 0.5252105E-01 0.3728355E-01  3.426380      5.064667    
  1968.2 0.5785774E-01 0.3537721E-01  2.550517      5.510000    
  1968.3 0.5930612E-01 0.3510557E-01  2.148347      5.226333    
  1968.4 0.6113652E-01 0.3392130E-01  1.924502      5.580667    
  1969.1 0.6142941E-01 0.3376971E-01  1.715263      6.137667    
  1969.2 0.6441872E-01 0.3424592E-01  1.393643      6.240000    
  1969.3 0.6339167E-01 0.3590757E-01  1.161766      7.046667    
  1969.4 0.6191921E-01 0.3581941E-01  1.239298      7.317667    
  1970.1 0.5853788E-01 0.4159508E-01  1.592031      7.262667    
  1970.2 0.5455974E-01 0.4746577E-01  2.180754      6.752333    
  1970.3 0.5140311E-01 0.5169088E-01  2.740000      6.374667    
  1970.4 0.4665085E-01 0.5802797E-01  3.626734      5.358333    
  1971.1 0.3945828E-01 0.5914467E-01  4.335171      3.863333    
  1971.2 0.4000275E-01 0.5907857E-01  4.481762      4.206000    
  1971.3 0.3874678E-01 0.5983336E-01  4.084330      5.050333    
  1971.4 0.3966125E-01 0.5954344E-01  4.281079      4.234333    
  1972.1 0.4104839E-01 0.5768041E-01  5.040196      3.435333    
  1972.2 0.4189818E-01 0.5658509E-01  5.717750      3.748333    
  1972.3 0.4156886E-01 0.5584112E-01  6.173171      4.241333    
  1972.4 0.4104510E-01 0.5304486E-01  6.805728      4.851333    
  1973.1 0.3725665E-01 0.4950510E-01  7.693175      5.639667    
  1973.2 0.3691799E-01 0.4889844E-01  8.324494      6.608333    
  1973.3 0.3803231E-01 0.4793204E-01  8.687716      8.388333    
  1973.4 0.3881297E-01 0.4769321E-01  8.871694      7.461667    
  1974.1 0.5030596E-01 0.5085049E-01  8.480999      7.600333    
  1974.2 0.5271298E-01 0.5161500E-01  8.410985      8.268000    
  1974.3 0.4814649E-01 0.5583721E-01  9.335363      8.286333    
  1974.4 0.5043755E-01 0.6556479E-01  8.543280      7.336000    
  1975.1 0.5009455E-01 0.8217515E-01  7.847291      5.873333    
  1975.2 0.4985522E-01 0.8828988E-01  8.124747      5.400667    
  1975.3 0.5230064E-01 0.8467753E-01  8.680438      6.336667    
  1975.4 0.5675671E-01 0.8259670E-01  8.222550      5.684333    
  1976.1 0.5844919E-01 0.7723461E-01  7.459104      4.953333    
  1976.2 0.6118675E-01 0.7526804E-01  7.376876      5.168667    
  1976.3 0.6161428E-01 0.7700112E-01  7.703553      5.168667    
  1976.4 0.6429128E-01 0.7733424E-01  7.547076      4.698000    
  1977.1 0.6540439E-01 0.7493048E-01  7.556872      4.624000    
  1977.2 0.6413175E-01 0.7104693E-01  7.737443      4.828667    
  1977.3 0.6452430E-01 0.6864221E-01  7.545976      5.472000    
  1977.4 0.6320765E-01 0.6612385E-01  7.075813      6.137000    
  1978.1 0.6370650E-01 0.6326666E-01  6.786716      6.408000    
  1978.2 0.6377800E-01 0.5999476E-01  6.803215      6.481000    
  1978.3 0.6223264E-01 0.6021465E-01  6.666139      7.315333    
  1978.4 0.6099878E-01 0.5883992E-01  6.125993      8.680333    
  1979.1 0.5855910E-01 0.5877879E-01  6.360685      9.357667    
  1979.2 0.5832307E-01 0.5714052E-01  6.584326      9.372333    
  1979.3 0.5876192E-01 0.5868435E-01  6.715144      9.631333    
  1979.4 0.6119000E-01 0.5940129E-01  11.46007      11.80367    
  1980.1 0.5767688E-01 0.6296949E-01  10.68689      13.45867    
  1980.2 0.5551385E-01 0.7323656E-01  10.22880      10.04933    
  1980.3 0.5940442E-01 0.7680771E-01  10.74820      9.235333    
  1980.4 0.6207351E-01 0.7398623E-01  14.80606      13.70967    
  1981.1 0.6208678E-01 0.7426606E-01  13.58444      14.36900    
  1981.2 0.6674056E-01 0.7398937E-01  14.10678      14.82900    
  1981.3 0.7598065E-01 0.7417361E-01  12.12635      15.08733    
  1981.4 0.8334870E-01 0.8241053E-01  11.25932      12.02267    
  1982.1 0.8989016E-01 0.8843563E-01  13.67936      12.89500    
  1982.2 0.9450594E-01 0.9425762E-01  13.38806      12.35900    
  1982.3 0.9860486E-01 0.9942961E-01  9.849766      9.705333    
  1982.4 0.9677000E-01 0.1067659      8.302324      7.935000    
  1983.1 0.9242344E-01 0.1039701      9.162393      8.081333    
  1983.2 0.8963375E-01 0.1010214      10.19036      8.420667    
  1983.3 0.8772771E-01 0.9360138E-01  10.56214      9.186667    
  1983.4 0.8445103E-01 0.8541760E-01  9.102792      8.793333    
  1984.1 0.8431026E-01 0.7871758E-01  8.657625      9.133333    
  1984.2 0.8205652E-01 0.7478733E-01  8.417527      9.843333    
  1984.3 0.7898543E-01 0.7451999E-01  7.413043      10.34333    
  1984.4 0.8044605E-01 0.7283015E-01  6.662224      8.973333    
  1985.1 0.7757382E-01 0.7279936E-01  6.412012      8.183333    
  1985.2 0.7339202E-01 0.7288834E-01  6.576327      7.523333    
  1985.3 0.7287651E-01 0.7210537E-01  6.550609      7.103333    
  1985.4 0.7027337E-01 0.7054201E-01  6.710883      7.146667    
  1986.1 0.6920693E-01 0.7015712E-01  6.393060      6.886667    
  1986.2 0.6255785E-01 0.7180384E-01  6.024141      6.130000    
  1986.3 0.5853735E-01 0.6991001E-01  6.249234      5.533333    
  1986.4 0.5425735E-01 0.6835172E-01  5.772632      5.340000    
  1987.1 0.5113145E-01 0.6620689E-01  6.338250      5.533333    
  1987.2 0.4532041E-01 0.6280795E-01  7.009263      5.733333    
  1987.3 0.4405772E-01 0.6014193E-01  7.540519      6.033333    
  1987.4 0.3898013E-01 0.5868976E-01  6.526720      6.003333    
  1988.1 0.4185328E-01 0.5727587E-01  5.831410      5.760000    
  1988.2 0.4545750E-01 0.5487146E-01  5.667180      6.230000    
  1988.3 0.4914718E-01 0.5492451E-01  4.980422      6.993333    
  1988.4 0.4785016E-01 0.5350265E-01  4.544873      7.703333    
  1989.1 0.4901712E-01 0.5215423E-01  4.573420      8.533333    
  1989.2 0.4618842E-01 0.5244464E-01  4.921337      8.440000    
  1989.3 0.4593429E-01 0.5277223E-01  4.834380      7.850000    
  1989.4 0.4290384E-01 0.5373561E-01  4.413874      7.633333    
  1990.1 0.3887429E-01 0.5300361E-01  4.904761      7.756667    
  1990.2 0.3293294E-01 0.5337414E-01  5.622491      7.766667    
  1990.3 0.3442249E-01 0.5687498E-01  5.725372      7.493333    
  1990.4 0.3465242E-01 0.6113686E-01  5.275078      7.023333    
  1991.1 0.3154683E-01 0.6574073E-01  5.139633      6.053333    
  1991.2 0.3110238E-01 0.6823443E-01  5.220847      5.593333    
  1991.3 0.3518007E-01 0.6853392E-01  5.443596      5.406667    
  1991.4 0.3698139E-01 0.7096660E-01  5.512451      4.583333    
  1992.1 0.3882676E-01 0.7379080E-01  6.573147      3.910000    
  1992.2 0.4407544E-01 0.7594573E-01  7.015558      3.723333    
  1992.3 0.4570447E-01 0.7626478E-01  6.814022      3.130000    
  1992.4 0.4668056E-01 0.7406133E-01  6.755633      3.076667    
  1993.1 0.4787027E-01 0.7149713E-01  7.392848      2.993333    
  1993.2 0.5067330E-01 0.7068857E-01  7.296247      2.983333    
  1993.3 0.5425042E-01 0.6799552E-01  6.744137      3.020000    
  1993.4 0.5636331E-01 0.6619143E-01  6.495759      3.080000    
  1994.1 0.6652765E-01 0.6555817E-01  5.610127      3.250000    
  1994.2 0.6908749E-01 0.6165512E-01  5.183958      4.036667    
  1994.3 0.6859532E-01 0.6001291E-01  5.670810      4.510000    
  1994.4 0.6669519E-01 0.5619378E-01  5.842744      5.283333    
  1995.1 0.6850973E-01 0.5477964E-01  4.907591      5.780000    
  1995.2 0.7161032E-01 0.5674622E-01  4.022859      5.623333    
  1995.3 0.7474543E-01 0.5658385E-01  3.101618      5.380000    
  1995.4 0.7576640E-01 0.5572015E-01  2.686463      5.270000    
  1996.1 0.7743783E-01 0.5545427E-01  2.937440      4.950000    
  1996.2 0.7659115E-01 0.5470120E-01  3.312623      5.040000    
  1996.3 0.7828619E-01 0.5259294E-01  3.255222      5.136667    
  1996.4 0.7410820E-01 0.5310254E-01  2.082986      4.970000    
  1997.1 0.7229518E-01 0.5223738E-01  1.852529      5.063333    
  1997.2 0.6849878E-01 0.4974959E-01  2.536836      5.073333    
  1997.3 0.6533329E-01 0.4858023E-01  3.193361      5.056667    
  1997.4 0.6469879E-01 0.4680572E-01  3.153484      5.086667    
  1998.1 0.6594872E-01 0.4637954E-01  1.954111      5.053333    
  1998.2 0.6737963E-01 0.4414228E-01 0.5612100      4.976667    
  1998.3 0.7003582E-01 0.4528502E-01 0.1589913      4.823333    
  1998.4 0.7516115E-01 0.4429607E-01  0.000000      4.253333    
  1999.1 0.7328858E-01 0.4284456E-01 0.4591999      4.406667    
  1999.2 0.7154650E-01 0.4248440E-01  1.122482      4.453333    
  1999.3 0.6958658E-01 0.4243400E-01  1.484995      4.650000    
  1999.4 0.6721126E-01 0.4077788E-01  1.688771      5.043333    
  2000.1 0.6281722E-01 0.4048765E-01  2.153471      5.520000    
  2000.2 0.6488230E-01 0.3947782E-01  1.961184      5.713333    
  2000.3 0.6972277E-01 0.4030117E-01 0.6980653      6.016667    
  2000.4 0.7089007E-01 0.3918419E-01 0.2231812      6.016667    
  2001.1 0.7217778E-01 0.4230321E-01 0.1936168      4.816667    
  2001.2 0.7290098E-01 0.4411448E-01 0.6950177      3.660000    
  2001.3 0.7346969E-01 0.4819249E-01 0.2882923      3.170000    
  2001.4 0.7163773E-01 0.5537421E-01 0.1521207      1.906667    
  2002.1 0.6925505E-01 0.5705425E-01 0.8871640      1.820000    
  2002.2 0.6570553E-01 0.5845793E-01 0.8057794      1.716667    
  2002.3 0.6490477E-01 0.5732000E-01 0.5011884      1.643333    
  2002.4 0.6390805E-01 0.5851777E-01 0.4870572E-01  1.333333    
  2003.1 0.6277272E-01 0.5873963E-01 0.5607568      1.156667    
  2003.2 0.6044374E-01 0.6152488E-01 0.6966831      1.043333    
  2003.3 0.6040447E-01 0.6107130E-01 0.6895804     0.9300000    
  2003.4 0.5939966E-01 0.5820932E-01 0.4289718E-01 0.9166667    
  2004.1 0.5645326E-01 0.5687648E-01 0.2272428     0.9166667    
  2004.2 0.5242574E-01 0.5595400E-01  1.041454      1.076667    
  2004.3 0.4365166E-01 0.5440757E-01  2.025269      1.486667    
  2004.4 0.4222079E-01 0.5396538E-01  1.988663      2.006667    
  2005.1 0.4524776E-01 0.5292068E-01  1.462597      2.536667    
  2005.2 0.4372372E-01 0.5115378E-01  1.770315      2.863333    
  2005.3 0.4067358E-01 0.4975337E-01  2.503461      3.360000    
  2005.4 0.4089343E-01 0.4964352E-01  2.344653      3.826667    
  2006.1 0.4016699E-01 0.4731667E-01  2.899484      4.393333    
  2006.2 0.4108885E-01 0.4666969E-01  4.173148      4.703333    
  2006.3 0.4815601E-01 0.4655398E-01  5.009529      4.906667    
  2006.4 0.5072343E-01 0.4466963E-01  3.728468      4.903333    
  2007.1 0.4918291E-01 0.4536088E-01  3.246391      4.983333    
  2007.2 0.5540514E-01 0.4507805E-01  2.949657      4.736667    
  2007.3 0.5846320E-01 0.4670151E-01  2.106400      4.303333    
  2007.4 0.6138923E-01 0.4813029E-01  1.582681      3.390000    
  2008.1 0.6069987E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5923260E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5944058E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6258492E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6727935E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7196545E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8005229E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8602487E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8812220E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8715905E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.8965453E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9109083E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.8753349E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.8835271E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.8727842E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8458036E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8363850E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.7893099E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.7639693E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7398245E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7657564E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.8153859E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.8500186E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.8725272E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8520064E-01 0.7353172E-01 0.4491263     0.2222305    
  2014.2 0.8782951E-01 0.7371212E-01 0.2523257     0.2267692    
  2014.3 0.8988239E-01 0.7344075E-01 0.2117218     0.2727381    
  2014.4 0.9113674E-01 0.7270034E-01 0.4536692     0.3896289    
  2015.1 0.9243371E-01 0.7163268E-01 0.2294471E-01 0.5446822    
  2015.2 0.9511539E-01 0.7041296E-01  0.000000     0.7056998    
  2015.3 0.9197860E-01 0.6919799E-01  0.000000     0.8622789    
  2015.4 0.8903274E-01 0.6810526E-01  0.000000      1.011500    
  2016.1 0.8437364E-01 0.6720077E-01  0.000000      1.148466    
  2016.2 0.7986018E-01 0.6650839E-01 0.4666856      1.268463    
  2016.3 0.7397814E-01 0.6602361E-01  1.183507      1.370028    
  2016.4 0.7113271E-01 0.6572500E-01  1.556258      1.454232    
  2017.1 0.7343971E-01 0.6557762E-01  1.571277      1.523254    
  2017.2 0.6809994E-01 0.6554472E-01  2.243145      1.579320    
  2017.3 0.5877091E-01 0.6559437E-01  3.344684      1.624370    
  2017.4 0.5729551E-01 0.6569973E-01  2.710875      1.660170    
  2018.1 0.5583941E-01 0.6583532E-01  3.318405      1.688692    
  2018.2 0.5606483E-01 0.6598118E-01  3.943795      1.711782    
  2018.3 0.5997339E-01 0.6612472E-01  3.279431      1.730742    
  2018.4 0.6874971E-01 0.6625905E-01  2.067245      1.746369    
  2019.1 0.7968529E-01 0.6637441E-01  0.000000      1.759767    
  2019.2 0.8633539E-01 0.6646188E-01  0.000000      1.772234    
  2019.3 0.9114005E-01 0.6651811E-01  0.000000      1.784603    
  2019.4 0.9604988E-01 0.6654506E-01  0.000000      1.797049    
  2020.1 0.9923565E-01 0.6654177E-01  0.000000      1.809908    
  2020.2 0.9580872E-01 0.6650849E-01 0.1531459      1.823601    
  2020.3 0.9081647E-01 0.6644969E-01 0.9635963      1.838160    
  2020.4 0.8656784E-01 0.6637212E-01  1.167815      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.186965717894E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     120 IER= 4 F=  0.176264696261E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.14136883022E-06  0.40544822068E-07  0.24369615419E-07

X VALUES

  0.53438708192E+00  0.11548563023E+01 -0.19449021333E+00

MEAN OF DEPENDENT VARIABLE   749999.231893686

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.534387082       0.017996281   29.69431
  2       1.100000000       1.154856302       0.068635631   16.82590
  3      -0.100000000      -0.194490213       0.067089467   -2.89897

SE of equation          =      0.009295389
Sum of squared residuals =  0.176264696E-01   0.111192137    
Sum of ABS residuals     =  0.681408523    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99982

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.116719017737E-01

TERMINATION. ITERS=    9 FUNCTION EVALS=     161 IER= 4 F=  0.625344274597E-02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.24677595959E-08  0.63912498261E-08  0.76010640920E-08

X VALUES

  0.61941038061E+00  0.86469442558E+00  0.70666904774E-01

MEAN OF DEPENDENT VARIABLE   749999.247862704

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.619410381       0.014960216   41.40384
  2       1.100000000       0.864694426       0.069827278   12.38333
  3      -0.100000000       0.070666905       0.065421267    1.08018

SE of equation          =      0.005536617
Sum of squared residuals =  0.625344275E-02  -0.135414819    
Sum of ABS residuals     =  0.441416202    
R squared                =    1.00000
Durbin-Watson statistic  =    1.83670

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.441657879821E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.397452801891E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.15532487082E-06 -0.13217943128E-05 -0.13643723418E-05

X VALUES

  0.41438786578E+00  0.10732450114E+01 -0.14097679758E+00

MEAN OF DEPENDENT VARIABLE   749999.272989804

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.414387866       0.039724275   10.43160
  2       1.100000000       1.073245011       0.072070240   14.89165
  3      -0.100000000      -0.140976798       0.069681835   -2.02315

SE of equation          =      0.014387726
Sum of squared residuals =  0.397452802E-01   0.184519681    
Sum of ABS residuals     =   1.04693897    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97443

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.403609076898E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     123 IER= 4 F=  0.352695858165E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.18878322098E-07 -0.85826018807E-08 -0.11765905726E-07

X VALUES

  0.53731223078E+00  0.88408496387E+00  0.76587411283E-01

MEAN OF DEPENDENT VARIABLE   749999.272329326

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.537312231       0.022643443   23.72926
  2       1.100000000       0.884084964       0.071311874   12.39744
  3      -0.100000000       0.076587411       0.068905814    1.11148

SE of equation          =      0.013148769
Sum of squared residuals =  0.352695858E-01  -0.907475244E-01
Sum of ABS residuals     =   1.08930008    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91113

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.796840800587E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.796690871103E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.15437909181E-04  0.20096334330E-03  0.21416592591E-03

X VALUES

  0.57509253333E+00  0.88914268301E+00  0.42223313912E-01

MEAN OF DEPENDENT VARIABLE   749999.287556844

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.575092533       0.916066272    0.62778
  2       1.100000000       0.889142683       3.629424595    0.24498
  3      -0.100000000       0.042223314       3.405731930    0.01240

SE of equation          =      0.624927788
Sum of squared residuals =   79.6690871        9.68128911    
Sum of ABS residuals     =   10.8684944    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97236

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.458487562107E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.453250275029E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.72314066262E-06  0.31889106596E-06  0.80481446204E-07

X VALUES

  0.66817122582E+00  0.73742573489E+00  0.85858663965E-01

MEAN OF DEPENDENT VARIABLE   749999.231379845

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.668171226       0.219281753    3.04709
  2       1.100000000       0.737425735       0.297489013    2.47883
  3      -0.100000000       0.085858664       0.287308785    0.29884

SE of equation          =      0.149057542
Sum of squared residuals =   4.53250275        3.17956459    
Sum of ABS residuals     =   6.17829393    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92645

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.100606071641E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.820542286867E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.16110267774E-05  0.10109527282E-05 -0.33370479662E-06

X VALUES

  0.10463278606E+01  0.12481210177E+01 -0.27209066735E+00

MEAN OF DEPENDENT VARIABLE   749999.353537818

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.046327861       0.120171187    8.70698
  2       1.100000000       1.248121018       0.079180092   15.76307
  3      -0.100000000      -0.272090667       0.079239991   -3.43375

SE of equation          =      0.070734056
Sum of squared residuals =  0.820542287       0.806598780    
Sum of ABS residuals     =   5.29395681    
R squared                =    1.00000
Durbin-Watson statistic  =    1.79014

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.783752043635E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     110 IER= 4 F=  0.730886956531E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.36741865321E-05  0.10247569292E-05  0.26065928126E-06

X VALUES

  0.49184407577E+00  0.97669789497E+00 -0.40561640214E+00

MEAN OF DEPENDENT VARIABLE   749999.283220463

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.491844076       0.050124470    9.81245
  2       1.100000000       0.976697895       0.157950310    6.18358
  3      -0.100000000      -0.405616402       0.153613130   -2.64051

SE of equation          =      0.059856321
Sum of squared residuals =  0.730886957        1.91414615    
Sum of ABS residuals     =   4.09077847    
R squared                =    1.00000
Durbin-Watson statistic  =    1.75134

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.574384922795E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.497570700534E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.46975083679E-06  0.87338812479E-06  0.66770734324E-06

X VALUES

  0.85829521441E+00  0.10608036719E+01 -0.21602358346E+00

MEAN OF DEPENDENT VARIABLE   749999.269080008

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.858295214       0.115293604    7.44443
  2       1.100000000       1.060803672       0.082059784   12.92721
  3      -0.100000000      -0.216023583       0.083651574   -2.58242

SE of equation          =      0.055081464
Sum of squared residuals =  0.497570701       0.433212589    
Sum of ABS residuals     =   4.14158790    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92769

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.624073693955E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.550891736524E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.14363997366E-05  0.17899237163E-04  0.10769037819E-04

X VALUES

  0.98764158219E-01  0.73615328023E+00  0.12953791149E+00

MEAN OF DEPENDENT VARIABLE   749999.272285084

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.098764158       0.142694729    0.69214
  2       1.100000000       0.736153280       0.120158345    6.12653
  3      -0.100000000       0.129537911       0.120671177    1.07348

SE of equation          =      0.059425224
Sum of squared residuals =  0.550891737        1.73636513    
Sum of ABS residuals     =   3.32128351    
R squared                =    1.00000
Durbin-Watson statistic  =    1.78947

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.528488323046E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.489470078693E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.98896549886E-08 -0.23094108507E-07 -0.77535494839E-07

X VALUES

  0.48188054274E+00  0.95707839056E+00 -0.28974274426E+00

MEAN OF DEPENDENT VARIABLE   749999.280067029

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.481880543       0.047570046   10.12992
  2       1.100000000       0.957078391       0.121206349    7.89627
  3      -0.100000000      -0.289742744       0.117388402   -2.46824

SE of equation          =      0.048983294
Sum of squared residuals =  0.489470079        1.59496188    
Sum of ABS residuals     =   4.23113298    
R squared                =    1.00000
Durbin-Watson statistic  =    1.59285

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.102837156065E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.969781775707E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.76558312239E-11  0.78550637139E-11

X VALUES

  0.12054509331E+01 -0.36217993949E+00

MEAN OF DEPENDENT VARIABLE   749999.251553216

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.205450933       0.153734379    7.84113
  2      -0.100000000      -0.362179939       0.152966576   -2.36771

SE of equation          =      0.028913989
Sum of squared residuals =  0.969781776E-01   0.536844791    
Sum of ABS residuals     =   1.53805176    
R squared                =    1.00000
Durbin-Watson statistic  =    1.60854

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.357231977113E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.343567072062E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.11752720795E-10 -0.11060969582E-10

X VALUES

  0.10627334083E+01 -0.15055954405E+00

MEAN OF DEPENDENT VARIABLE   749999.261128987

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.062733408       0.096585328   11.00305
  2      -0.100000000      -0.150559544       0.093914135   -1.60316

SE of equation          =      0.041038425
Sum of squared residuals =  0.343567072        1.57064863    
Sum of ABS residuals     =   3.54588532    
R squared                =    1.00000
Durbin-Watson statistic  =    1.75931

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4830331E-01 0.5234225E-01  1.202376      1.083667    
  1954.2 0.5274736E-01 0.5783462E-01  1.082869     0.8143333    
  1954.3 0.5252282E-01 0.5970489E-01  1.367112     0.8696667    
  1954.4 0.4993603E-01 0.5361334E-01  1.991380      1.036333    
  1955.1 0.4296189E-01 0.4710636E-01  2.585189      1.256333    
  1955.2 0.4223399E-01 0.4380454E-01  2.547184      1.614333    
  1955.3 0.3814117E-01 0.4109694E-01  2.128273      1.861333    
  1955.4 0.3755545E-01 0.4208878E-01  2.096516      2.349333    
  1956.1 0.3988405E-01 0.4031458E-01  2.117727      2.379333    
  1956.2 0.4209052E-01 0.4190614E-01  2.247428      2.596667    
  1956.3 0.4589698E-01 0.4128671E-01  1.600029      2.596667    
  1956.4 0.4461927E-01 0.4100540E-01  1.615244      3.063667    
  1957.1 0.4359537E-01 0.3946671E-01  2.794755      3.171667    
  1957.2 0.3996556E-01 0.4062513E-01  3.725600      3.157000    
  1957.3 0.3889947E-01 0.4207225E-01  3.751050      3.382333    
  1957.4 0.4384417E-01 0.4923487E-01  3.231881      3.343333    
  1958.1 0.5023956E-01 0.6275076E-01  2.370371      1.838000    
  1958.2 0.4919901E-01 0.7359928E-01  2.829072      1.017667    
  1958.3 0.4672336E-01 0.7309055E-01  3.770408      1.710667    
  1958.4 0.5232260E-01 0.6352766E-01  1.344142      2.787667    
  1959.1 0.5554439E-01 0.5798631E-01 0.8166311E-01  2.800333    
  1959.2 0.5524824E-01 0.5104500E-01 0.5888121      3.019333    
  1959.3 0.7157618E-01 0.5287044E-01  0.000000      3.533000    
  1959.4 0.7579311E-01 0.5592834E-01  0.000000      4.299333    
  1960.1 0.7544298E-01 0.5159512E-01  0.000000      3.943000    
  1960.2 0.7260762E-01 0.5225835E-01 0.2296837      3.092333    
  1960.3 0.6532903E-01 0.5549938E-01 0.5882532      2.390333    
  1960.4 0.5536674E-01 0.6251647E-01  1.235931      2.360667    
  1961.1 0.4617496E-01 0.6773354E-01  1.738116      2.376667    
  1961.2 0.4000400E-01 0.6971717E-01  2.539266      2.324667    
  1961.3 0.3076789E-01 0.6749309E-01  3.524399      2.324667    
  1961.4 0.2164888E-01 0.6171891E-01  4.510871      2.475000    
  1962.1 0.1456467E-01 0.5614436E-01  5.173446      2.739000    
  1962.2 0.9527516E-02 0.5482584E-01  5.975322      2.716000    
  1962.3 0.4748072E-02 0.5539051E-01  6.830685      2.858000    
  1962.4 0.7192480E-02 0.5505923E-01  7.115149      2.803333    
  1963.1 0.9738439E-02 0.5779253E-01  7.173719      2.909000    
  1963.2 0.1706801E-01 0.5680856E-01  7.204279      2.941333    
  1963.3 0.2202820E-01 0.5493742E-01  7.133566      3.280667    
  1963.4 0.2965610E-01 0.5572673E-01  6.700158      3.499333    
  1964.1 0.3799345E-01 0.5457706E-01  6.647060      3.538000    
  1964.2 0.4364640E-01 0.5220257E-01  6.222285      3.481333    
  1964.3 0.4976788E-01 0.4989598E-01  5.202587      3.504000    
  1964.4 0.6097627E-01 0.4953597E-01  4.187739      3.685000    
  1965.1 0.7313776E-01 0.4871666E-01  2.725598      3.899667    
  1965.2 0.7833795E-01 0.4655354E-01  1.797309      3.879000    
  1965.3 0.7862364E-01 0.4351989E-01  1.778690      3.859667    
  1965.4 0.7850347E-01 0.4102298E-01  1.980283      4.158667    
  1966.1 0.7354065E-01 0.3848268E-01  1.950136      4.630667    
  1966.2 0.6605951E-01 0.3807639E-01  2.331201      4.597333    
  1966.3 0.5995874E-01 0.3750700E-01  2.987414      5.047667    
  1966.4 0.5670675E-01 0.3683286E-01  3.367192      5.246000    
  1967.1 0.5238622E-01 0.3809930E-01  3.737225      4.533667    
  1967.2 0.5651443E-01 0.3806934E-01  1.809648      3.657333    
  1967.3 0.5143590E-01 0.3784696E-01  1.063028      4.344667    
  1967.4 0.4065555E-01 0.3915978E-01  3.967132      4.787333    
  1968.1 0.3036697E-01 0.3728355E-01  5.663385      5.064667    
  1968.2 0.2306517E-01 0.3537721E-01  6.038194      5.510000    
  1968.3 0.2326783E-01 0.3510557E-01  6.051098      5.226333    
  1968.4 0.2349969E-01 0.3392130E-01  6.712073      5.580667    
  1969.1 0.2000920E-01 0.3376971E-01  6.869654      6.137667    
  1969.2 0.1939636E-01 0.3424592E-01  6.827179      6.240000    
  1969.3 0.2413620E-01 0.3590757E-01  6.331800      7.046667    
  1969.4 0.3001927E-01 0.3581941E-01  5.849101      7.317667    
  1970.1 0.3412283E-01 0.4159508E-01  5.861502      7.262667    
  1970.2 0.3388070E-01 0.4746577E-01  6.239924      6.752333    
  1970.3 0.3545703E-01 0.5169088E-01  6.496584      6.374667    
  1970.4 0.3278618E-01 0.5802797E-01  6.460450      5.358333    
  1971.1 0.2649559E-01 0.5914467E-01  7.142369      3.863333    
  1971.2 0.2400090E-01 0.5907857E-01  8.059578      4.206000    
  1971.3 0.2280103E-01 0.5983336E-01  8.785575      5.050333    
  1971.4 0.2370622E-01 0.5954344E-01  9.453559      4.234333    
  1972.1 0.2880519E-01 0.5768041E-01  9.627770      3.435333    
  1972.2 0.3314184E-01 0.5658509E-01  10.05212      3.748333    
  1972.3 0.3825804E-01 0.5584112E-01  10.25881      4.241333    
  1972.4 0.3744673E-01 0.5304486E-01  11.10353      4.851333    
  1973.1 0.4526734E-01 0.4950510E-01  10.07657      5.639667    
  1973.2 0.5432381E-01 0.4889844E-01  8.870679      6.608333    
  1973.3 0.6772862E-01 0.4793204E-01  7.967943      8.388333    
  1973.4 0.7528597E-01 0.4769321E-01  7.660289      7.461667    
  1974.1 0.7867616E-01 0.5085049E-01  7.544228      7.600333    
  1974.2 0.7958262E-01 0.5161500E-01  7.232395      8.268000    
  1974.3 0.7449312E-01 0.5583721E-01  8.485284      8.286333    
  1974.4 0.6985088E-01 0.6556479E-01  8.513758      7.336000    
  1975.1 0.6222659E-01 0.8217515E-01  9.129956      5.873333    
  1975.2 0.5781980E-01 0.8828988E-01  9.656599      5.400667    
  1975.3 0.5272600E-01 0.8467753E-01  10.17383      6.336667    
  1975.4 0.4546237E-01 0.8259670E-01  10.51037      5.684333    
  1976.1 0.4129662E-01 0.7723461E-01  10.98463      4.953333    
  1976.2 0.4125631E-01 0.7526804E-01  11.13831      5.168667    
  1976.3 0.3760240E-01 0.7700112E-01  12.23627      5.168667    
  1976.4 0.3755400E-01 0.7733424E-01  11.81903      4.698000    
  1977.1 0.3979908E-01 0.7493048E-01  11.15698      4.624000    
  1977.2 0.4187798E-01 0.7104693E-01  10.52403      4.828667    
  1977.3 0.4519800E-01 0.6864221E-01  10.90545      5.472000    
  1977.4 0.4606713E-01 0.6612385E-01  12.05868      6.137000    
  1978.1 0.4789162E-01 0.6326666E-01  12.37493      6.408000    
  1978.2 0.5098647E-01 0.5999476E-01  11.71354      6.481000    
  1978.3 0.5365252E-01 0.6021465E-01  10.76923      7.315333    
  1978.4 0.5633190E-01 0.5883992E-01  10.26673      8.680333    
  1979.1 0.5653398E-01 0.5877879E-01  10.10246      9.357667    
  1979.2 0.5664321E-01 0.5714052E-01  9.747565      9.372333    
  1979.3 0.5628274E-01 0.5868435E-01  9.527768      9.631333    
  1979.4 0.5739354E-01 0.5940129E-01  13.50081      11.80367    
  1980.1 0.5571641E-01 0.6296949E-01  11.43118      13.45867    
  1980.2 0.4968046E-01 0.7323656E-01  9.760668      10.04933    
  1980.3 0.4812883E-01 0.7680771E-01  12.46479      9.235333    
  1980.4 0.5370570E-01 0.7398623E-01  12.38703      13.70967    
  1981.1 0.5648355E-01 0.7426606E-01  9.010498      14.36900    
  1981.2 0.6230028E-01 0.7398937E-01  11.54687      14.82900    
  1981.3 0.6860045E-01 0.7417361E-01  13.05977      15.08733    
  1981.4 0.7460951E-01 0.8241053E-01  13.12014      12.02267    
  1982.1 0.7873412E-01 0.8843563E-01  15.71328      12.89500    
  1982.2 0.8252521E-01 0.9425762E-01  14.29263      12.35900    
  1982.3 0.8582046E-01 0.9942961E-01  10.76570      9.705333    
  1982.4 0.9200492E-01 0.1067659      9.201536      7.935000    
  1983.1 0.9351940E-01 0.1039701      8.918368      8.081333    
  1983.2 0.9312952E-01 0.1010214      8.423853      8.420667    
  1983.3 0.8892364E-01 0.9360138E-01  7.759240      9.186667    
  1983.4 0.8490262E-01 0.8541760E-01  6.917506      8.793333    
  1984.1 0.8126821E-01 0.7871758E-01  6.318010      9.133333    
  1984.2 0.7745182E-01 0.7478733E-01  6.448662      9.843333    
  1984.3 0.7642570E-01 0.7451999E-01  6.279010      10.34333    
  1984.4 0.7444828E-01 0.7283015E-01  5.732258      8.973333    
  1985.1 0.6972064E-01 0.7279936E-01  6.060234      8.183333    
  1985.2 0.6959057E-01 0.7288834E-01  6.066482      7.523333    
  1985.3 0.6617698E-01 0.7210537E-01  5.536644      7.103333    
  1985.4 0.6493739E-01 0.7054201E-01  5.359113      7.146667    
  1986.1 0.6469875E-01 0.7015712E-01  5.066289      6.886667    
  1986.2 0.6254497E-01 0.7180384E-01  5.256196      6.130000    
  1986.3 0.5421268E-01 0.6991001E-01  6.086503      5.533333    
  1986.4 0.4652554E-01 0.6835172E-01  6.673648      5.340000    
  1987.1 0.4133533E-01 0.6620689E-01  7.063389      5.533333    
  1987.2 0.3743126E-01 0.6280795E-01  6.994785      5.733333    
  1987.3 0.3514297E-01 0.6014193E-01  7.109785      6.033333    
  1987.4 0.3295114E-01 0.5868976E-01  7.342134      6.003333    
  1988.1 0.3242533E-01 0.5727587E-01  8.086437      5.760000    
  1988.2 0.3241588E-01 0.5487146E-01  8.052137      6.230000    
  1988.3 0.3307080E-01 0.5492451E-01  6.999820      6.993333    
  1988.4 0.3823134E-01 0.5350265E-01  6.237761      7.703333    
  1989.1 0.4049340E-01 0.5215423E-01  6.459188      8.533333    
  1989.2 0.4073801E-01 0.5244464E-01  6.264373      8.440000    
  1989.3 0.4338100E-01 0.5277223E-01  5.543464      7.850000    
  1989.4 0.4627295E-01 0.5373561E-01  4.172276      7.633333    
  1990.1 0.4530345E-01 0.5300361E-01  3.721116      7.756667    
  1990.2 0.4549157E-01 0.5337414E-01  4.111162      7.766667    
  1990.3 0.4613996E-01 0.5687498E-01  4.314088      7.493333    
  1990.4 0.4825893E-01 0.6113686E-01  3.914422      7.023333    
  1991.1 0.4958480E-01 0.6574073E-01  3.540550      6.053333    
  1991.2 0.4826505E-01 0.6823443E-01  3.779511      5.593333    
  1991.3 0.5047137E-01 0.6853392E-01  3.691504      5.406667    
  1991.4 0.5081181E-01 0.7096660E-01  3.016636      4.583333    
  1992.1 0.5016463E-01 0.7379080E-01  3.362821      3.910000    
  1992.2 0.5069470E-01 0.7594573E-01  4.155420      3.723333    
  1992.3 0.5082902E-01 0.7626478E-01  4.505117      3.130000    
  1992.4 0.5272119E-01 0.7406133E-01  4.502531      3.076667    
  1993.1 0.5494930E-01 0.7149713E-01  4.998372      2.993333    
  1993.2 0.5672865E-01 0.7068857E-01  5.034889      2.983333    
  1993.3 0.6144761E-01 0.6799552E-01  4.795156      3.020000    
  1993.4 0.6115761E-01 0.6619143E-01  3.715382      3.080000    
  1994.1 0.6475178E-01 0.6555817E-01  3.033781      3.250000    
  1994.2 0.6892861E-01 0.6165512E-01  2.724613      4.036667    
  1994.3 0.6863645E-01 0.6001291E-01  2.314730      4.510000    
  1994.4 0.6626821E-01 0.5619378E-01  2.094114      5.283333    
  1995.1 0.6507802E-01 0.5477964E-01  1.868166      5.780000    
  1995.2 0.6208448E-01 0.5674622E-01  2.070514      5.623333    
  1995.3 0.5794152E-01 0.5658385E-01  2.526747      5.380000    
  1995.4 0.5702449E-01 0.5572015E-01  2.258004      5.270000    
  1996.1 0.5530341E-01 0.5545427E-01  2.440685      4.950000    
  1996.2 0.5599801E-01 0.5470120E-01  2.880404      5.040000    
  1996.3 0.5228624E-01 0.5259294E-01  4.015816      5.136667    
  1996.4 0.5004569E-01 0.5310254E-01  3.855889      4.970000    
  1997.1 0.4722865E-01 0.5223738E-01  4.014952      5.063333    
  1997.2 0.4539473E-01 0.4974959E-01  4.206200      5.073333    
  1997.3 0.4461320E-01 0.4858023E-01  4.428775      5.056667    
  1997.4 0.4342940E-01 0.4680572E-01  4.355800      5.086667    
  1998.1 0.4421611E-01 0.4637954E-01  4.835318      5.053333    
  1998.2 0.4694224E-01 0.4414228E-01  5.314740      4.976667    
  1998.3 0.5356445E-01 0.4528502E-01  5.518748      4.823333    
  1998.4 0.5565896E-01 0.4429607E-01  4.133610      4.253333    
  1999.1 0.5330567E-01 0.4284456E-01  3.953796      4.406667    
  1999.2 0.5023670E-01 0.4248440E-01  4.759368      4.453333    
  1999.3 0.4853760E-01 0.4243400E-01  5.160845      4.650000    
  1999.4 0.4914245E-01 0.4077788E-01  4.972859      5.043333    
  2000.1 0.4481831E-01 0.4048765E-01  5.549924      5.520000    
  2000.2 0.4417211E-01 0.3947782E-01  5.742438      5.713333    
  2000.3 0.5008506E-01 0.4030117E-01  4.991736      6.016667    
  2000.4 0.5220295E-01 0.3918419E-01  4.090876      6.016667    
  2001.1 0.4873450E-01 0.4230321E-01  5.227801      4.816667    
  2001.2 0.4693648E-01 0.4411448E-01  6.797171      3.660000    
  2001.3 0.4319772E-01 0.4819249E-01  7.334168      3.170000    
  2001.4 0.3954739E-01 0.5537421E-01  7.443667      1.906667    
  2002.1 0.3610553E-01 0.5705425E-01  8.271916      1.820000    
  2002.2 0.3632734E-01 0.5845793E-01  8.354747      1.716667    
  2002.3 0.3251064E-01 0.5732000E-01  9.156215      1.643333    
  2002.4 0.3432916E-01 0.5851777E-01  8.887141      1.333333    
  2003.1 0.3425313E-01 0.5873963E-01  7.903721      1.156667    
  2003.2 0.3850498E-01 0.6152488E-01  7.111691      1.043333    
  2003.3 0.4733488E-01 0.6107130E-01  6.136214     0.9300000    
  2003.4 0.5511416E-01 0.5820932E-01  4.963404     0.9166667    
  2004.1 0.5931553E-01 0.5687648E-01  4.693351     0.9166667    
  2004.2 0.6007791E-01 0.5595400E-01  4.280899      1.076667    
  2004.3 0.5768745E-01 0.5440757E-01  3.987108      1.486667    
  2004.4 0.5755184E-01 0.5396538E-01  3.075795      2.006667    
  2005.1 0.5895375E-01 0.5292068E-01  2.494592      2.536667    
  2005.2 0.5768640E-01 0.5115378E-01  2.800379      2.863333    
  2005.3 0.5931557E-01 0.4975337E-01  3.131440      3.360000    
  2005.4 0.5896871E-01 0.4964352E-01  3.309907      3.826667    
  2006.1 0.5537208E-01 0.4731667E-01  3.180269      4.393333    
  2006.2 0.5094171E-01 0.4666969E-01  3.432076      4.703333    
  2006.3 0.4798779E-01 0.4655398E-01  3.824158      4.906667    
  2006.4 0.4537254E-01 0.4466963E-01  4.052130      4.903333    
  2007.1 0.4235804E-01 0.4536088E-01  4.392478      4.983333    
  2007.2 0.3862095E-01 0.4507805E-01  5.567501      4.736667    
  2007.3 0.3771548E-01 0.4670151E-01  6.260233      4.303333    
  2007.4 0.3365154E-01 0.4813029E-01  7.164517      3.390000    
  2008.1 0.3718628E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.4022307E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.4402447E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5631308E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6325768E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7080477E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.7466085E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.7789135E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8056470E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8055370E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.8248833E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.8524450E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.8657229E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.8706836E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.8564844E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8670719E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9200206E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9115354E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8729538E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8371105E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.8433081E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.8390812E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.8345530E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.8729261E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8702340E-01 0.7353172E-01  0.000000     0.2222305    
  2014.2 0.8935851E-01 0.7371212E-01  0.000000     0.2267692    
  2014.3 0.9507439E-01 0.7344075E-01  0.000000     0.2727381    
  2014.4 0.9991665E-01 0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1032353     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1069048     0.7041296E-01  0.000000     0.7056998    
  2015.3 0.1117399     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.1144365     0.6810526E-01  0.000000      1.011500    
  2016.1 0.1144802     0.6720077E-01 0.6179838      1.148466    
  2016.2 0.1116522     0.6650839E-01 0.8937107      1.268463    
  2016.3 0.1105448     0.6602361E-01 0.1365779      1.370028    
  2016.4 0.1109010     0.6572500E-01  0.000000      1.454232    
  2017.1 0.1120529     0.6557762E-01 0.3727447      1.523254    
  2017.2 0.1119294     0.6554472E-01 0.2250221      1.579320    
  2017.3 0.1082411     0.6559437E-01 0.8537403E-01  1.624370    
  2017.4 0.1027938     0.6569973E-01 0.5236571      1.660170    
  2018.1 0.9377300E-01 0.6583532E-01  1.636524      1.688692    
  2018.2 0.8642714E-01 0.6598118E-01  2.585426      1.711782    
  2018.3 0.7946623E-01 0.6612472E-01  2.980021      1.730742    
  2018.4 0.7203772E-01 0.6625905E-01  3.379741      1.746369    
  2019.1 0.6869500E-01 0.6637441E-01  3.286447      1.759767    
  2019.2 0.6639750E-01 0.6646188E-01  3.258709      1.772234    
  2019.3 0.6341014E-01 0.6651811E-01  3.515849      1.784603    
  2019.4 0.6432193E-01 0.6654506E-01  3.111915      1.797049    
  2020.1 0.6677430E-01 0.6654177E-01  2.111312      1.809908    
  2020.2 0.7101670E-01 0.6650849E-01  1.672371      1.823601    
  2020.3 0.7799410E-01 0.6644969E-01  1.058298      1.838160    
  2020.4 0.8337006E-01 0.6637212E-01 0.2537974      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.242071178948E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     136 IER= 4 F=  0.226574034821E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.37002417696E-07  0.71459703344E-08  0.12512311969E-08

X VALUES

  0.55882206472E+00  0.11918104694E+01 -0.22563875220E+00

MEAN OF DEPENDENT VARIABLE   749999.231606211

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.558822065       0.021993831   25.40813
  2       1.100000000       1.191810469       0.075429788   15.80026
  3      -0.100000000      -0.225638752       0.073407077   -3.07380

SE of equation          =      0.010538771
Sum of squared residuals =  0.226574035E-01   0.733021628E-01
Sum of ABS residuals     =  0.719424850    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91234

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.175750700449E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     136 IER= 4 F=  0.951912194429E-02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10833963884E-06  0.13316490249E-05  0.14232452774E-05

X VALUES

  0.65678800807E+00  0.10316631064E+01 -0.88850139603E-01

MEAN OF DEPENDENT VARIABLE   749999.223960862

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.656788008       0.015872132   41.37995
  2       1.100000000       1.031663106       0.069605494   14.82158
  3      -0.100000000      -0.088850140       0.065114480   -1.36452

SE of equation          =      0.006830985
Sum of squared residuals =  0.951912194E-02  -0.120934321    
Sum of ABS residuals     =  0.544951396    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99931

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.359267103107E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      92 IER= 4 F=  0.326434741741E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.52117460989E-05  0.73703884368E-06  0.51937217228E-06

X VALUES

  0.50129433444E+00  0.10569960398E+01 -0.12933917530E+00

MEAN OF DEPENDENT VARIABLE   749999.261583460

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.501294334       0.023058095   21.74049
  2       1.100000000       1.056996040       0.071208301   14.84372
  3      -0.100000000      -0.129339175       0.068401912   -1.89087

SE of equation          =      0.013039099
Sum of squared residuals =  0.326434742E-01   0.800948629E-01
Sum of ABS residuals     =  0.939959644    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99109

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.455079489094E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.365522376690E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.37897141066E-05 -0.73140645257E-05 -0.60862768873E-05

X VALUES

  0.47133839342E+00  0.13199910379E+01 -0.35764835465E+00

MEAN OF DEPENDENT VARIABLE   749999.239535692

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.471338393       0.009736339   48.41023
  2       1.100000000       1.319991038       0.066233262   19.92943
  3      -0.100000000      -0.357648355       0.063448102   -5.63686

SE of equation          =      0.013385725
Sum of squared residuals =  0.365522377E-01  -0.386309330    
Sum of ABS residuals     =   1.12958840    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98910

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.397904504680E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     106 IER= 4 F=  0.397727083648E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.20311066835E-05 -0.31905825030E-04 -0.32391105064E-04

X VALUES

  0.55175161857E+00  0.12305276426E+01 -0.27134546874E+00

MEAN OF DEPENDENT VARIABLE   749999.275716976

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.551751619       0.294591328    1.87294
  2       1.100000000       1.230527643       2.140966823    0.57475
  3      -0.100000000      -0.271345469       2.027065343   -0.13386

SE of equation          =      0.441547570
Sum of squared residuals =   39.7727084        6.98442077    
Sum of ABS residuals     =   8.29155545    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95877

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.683496052657E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.678749850791E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.28702126099E-06  0.10242654854E-05  0.46881059229E-06

X VALUES

  0.56751007200E+00  0.79854413701E+00 -0.16288164232E+00

MEAN OF DEPENDENT VARIABLE   749999.236031142

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.567510072       0.264638454    2.14447
  2       1.100000000       0.798544137       0.471607336    1.69324
  3      -0.100000000      -0.162881642       0.433952198   -0.37534

SE of equation          =      0.182406281
Sum of squared residuals =   6.78749851        3.79621500    
Sum of ABS residuals     =   6.08629634    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96118

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.830051545124E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      78 IER= 4 F=  0.739526706893E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.20223832035E-04 -0.77279361702E-04 -0.77802103359E-04

X VALUES

  0.91271619677E+00  0.11714520533E+01 -0.18252227530E+00

MEAN OF DEPENDENT VARIABLE   749999.436558161

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.912716197       0.095360752    9.57119
  2       1.100000000       1.171452053       0.083418855   14.04301
  3      -0.100000000      -0.182522275       0.083454773   -2.18708

SE of equation          =      0.067151390
Sum of squared residuals =  0.739526707        1.70906326    
Sum of ABS residuals     =   5.02860026    
R squared                =    1.00000
Durbin-Watson statistic  =    1.78176

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.363926442471E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 4 F=  0.324076713922E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.76010855992E-05 -0.70635694173E-05 -0.72433021256E-05

X VALUES

  0.52678038987E+00  0.92593798968E+00 -0.28575991097E+00

MEAN OF DEPENDENT VARIABLE   749999.277471760

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.526780390       0.039050623   13.48968
  2       1.100000000       0.925937990       0.109268660    8.47396
  3      -0.100000000      -0.285759911       0.107465652   -2.65908

SE of equation          =      0.039857388
Sum of squared residuals =  0.324076714       0.958974963    
Sum of ABS residuals     =   3.59849197    
R squared                =    1.00000
Durbin-Watson statistic  =    1.74516

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.423194146251E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      87 IER= 3 F=  0.397410094538E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.65952547187E-08 -0.10154071537E-07 -0.72870925681E-08

X VALUES

  0.52247484891E+00  0.94527925322E+00 -0.53819308563E-01

MEAN OF DEPENDENT VARIABLE   749999.235292953

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.522474849       0.103208884    5.06230
  2       1.100000000       0.945279253       0.081977358   11.53098
  3      -0.100000000      -0.053819309       0.081495147   -0.66040

SE of equation          =      0.049226337
Sum of squared residuals =  0.397410095      -0.103954986    
Sum of ABS residuals     =   3.42774976    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93937

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.274994868888E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     101 IER= 4 F=  0.250576880158E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.63956369077E-08 -0.15744773871E-06  0.62764987017E-07

X VALUES

  0.22770758650E+00  0.10361982923E+01 -0.73832614474E-01

MEAN OF DEPENDENT VARIABLE   749999.309202591

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.227707586       0.080711317    2.82126
  2       1.100000000       1.036198292       0.087726225   11.81173
  3      -0.100000000      -0.073832614       0.087923514   -0.83974

SE of equation          =      0.040078199
Sum of squared residuals =  0.250576880        1.17296736    
Sum of ABS residuals     =   2.78142719    
R squared                =    1.00000
Durbin-Watson statistic  =    1.76093

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.423166738801E+00

TERMINATION. ITERS=    8 FUNCTION EVALS=     123 IER= 4 F=  0.347980934519E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.59174494477E-06  0.45890572503E-07 -0.46624597303E-06

X VALUES

  0.50947040531E+00  0.69103717589E+00 -0.22686430060E+00

MEAN OF DEPENDENT VARIABLE   749999.282995965

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.509470405       0.030045239   16.95678
  2       1.100000000       0.691037176       0.095333785    7.24861
  3      -0.100000000      -0.226864301       0.090930532   -2.49492

SE of equation          =      0.041301197
Sum of squared residuals =  0.347980935        1.06259091    
Sum of ABS residuals     =   4.12676356    
R squared                =    1.00000
Durbin-Watson statistic  =    1.71466

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.930661687223E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      41 IER= 3 F=  0.886385107101E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.13009561980E-10 -0.13078440635E-10

X VALUES

  0.11414091402E+01 -0.31833583671E+00

MEAN OF DEPENDENT VARIABLE   749999.263720095

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.141409140       0.130402254    8.75299
  2      -0.100000000      -0.318335837       0.134520783   -2.36644

SE of equation          =      0.027642813
Sum of squared residuals =  0.886385107E-01   0.681374146    
Sum of ABS residuals     =   1.46759522    
R squared                =    1.00000
Durbin-Watson statistic  =    1.33635

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.393714675670E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.378856685452E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.24466684165E-11 -0.29222449524E-11

X VALUES

  0.12478655861E+01 -0.28494095533E+00

MEAN OF DEPENDENT VARIABLE   749999.301843536

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.247865586       0.078691081   15.85778
  2      -0.100000000      -0.284940955       0.079228245   -3.59646

SE of equation          =      0.043094554
Sum of squared residuals =  0.378856685        1.78195459    
Sum of ABS residuals     =   3.99846637    
R squared                =    1.00000
Durbin-Watson statistic  =    1.71337

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4904606E-01 0.5234225E-01 0.9220328      1.083667    
  1954.2 0.5817489E-01 0.5783462E-01 0.6546851     0.8143333    
  1954.3 0.6335726E-01 0.5970489E-01 0.5738425     0.8696667    
  1954.4 0.6725582E-01 0.5361334E-01 0.3834117      1.036333    
  1955.1 0.6974005E-01 0.4710636E-01  0.000000      1.256333    
  1955.2 0.7073439E-01 0.4380454E-01  0.000000      1.614333    
  1955.3 0.7212546E-01 0.4109694E-01 0.2747310E-01  1.861333    
  1955.4 0.6886899E-01 0.4208878E-01 0.4908079      2.349333    
  1956.1 0.6232487E-01 0.4031458E-01 0.6007528      2.379333    
  1956.2 0.5027624E-01 0.4190614E-01  1.678764      2.596667    
  1956.3 0.4063186E-01 0.4128671E-01  3.101877      2.596667    
  1956.4 0.3408346E-01 0.4100540E-01  3.808692      3.063667    
  1957.1 0.2804848E-01 0.3946671E-01  4.243955      3.171667    
  1957.2 0.2270217E-01 0.4062513E-01  5.597452      3.157000    
  1957.3 0.2187422E-01 0.4207225E-01  6.558955      3.382333    
  1957.4 0.1970238E-01 0.4923487E-01  7.407360      3.343333    
  1958.1 0.2393870E-01 0.6275076E-01  7.598864      1.838000    
  1958.2 0.2694617E-01 0.7359928E-01  7.148774      1.017667    
  1958.3 0.2923254E-01 0.7309055E-01  6.655418      1.710667    
  1958.4 0.3163034E-01 0.6352766E-01  6.600995      2.787667    
  1959.1 0.3179308E-01 0.5798631E-01  6.238509      2.800333    
  1959.2 0.3309812E-01 0.5104500E-01  6.057573      3.019333    
  1959.3 0.4700500E-01 0.5287044E-01  4.599110      3.533000    
  1959.4 0.4906931E-01 0.5592834E-01  3.759283      4.299333    
  1960.1 0.4656010E-01 0.5159512E-01  3.532500      3.943000    
  1960.2 0.4042036E-01 0.5225835E-01  3.867597      3.092333    
  1960.3 0.3781369E-01 0.5549938E-01  4.650332      2.390333    
  1960.4 0.3106724E-01 0.6251647E-01  5.570158      2.360667    
  1961.1 0.2643058E-01 0.6773354E-01  5.959070      2.376667    
  1961.2 0.2598534E-01 0.6971717E-01  6.393520      2.324667    
  1961.3 0.2525693E-01 0.6749309E-01  7.162088      2.324667    
  1961.4 0.2551735E-01 0.6171891E-01  8.118529      2.475000    
  1962.1 0.2576011E-01 0.5614436E-01  8.272315      2.739000    
  1962.2 0.2682004E-01 0.5482584E-01  7.808835      2.716000    
  1962.3 0.2758167E-01 0.5539051E-01  7.470779      2.858000    
  1962.4 0.2970668E-01 0.5505923E-01  7.555787      2.803333    
  1963.1 0.2917673E-01 0.5779253E-01  8.067975      2.909000    
  1963.2 0.3058312E-01 0.5680856E-01  8.272224      2.941333    
  1963.3 0.2625186E-01 0.5493742E-01  8.602566      3.280667    
  1963.4 0.2086757E-01 0.5572673E-01  9.129951      3.499333    
  1964.1 0.1939430E-01 0.5457706E-01  9.124535      3.538000    
  1964.2 0.1924492E-01 0.5220257E-01  8.775036      3.481333    
  1964.3 0.2291753E-01 0.4989598E-01  8.239948      3.504000    
  1964.4 0.2792901E-01 0.4953597E-01  8.072919      3.685000    
  1965.1 0.3285639E-01 0.4871666E-01  8.143705      3.899667    
  1965.2 0.3483875E-01 0.4655354E-01  7.768232      3.879000    
  1965.3 0.3320672E-01 0.4351989E-01  7.647197      3.859667    
  1965.4 0.3167737E-01 0.4102298E-01  8.180954      4.158667    
  1966.1 0.2688120E-01 0.3848268E-01  8.558885      4.630667    
  1966.2 0.2378383E-01 0.3807639E-01  8.486770      4.597333    
  1966.3 0.2423890E-01 0.3750700E-01  8.124038      5.047667    
  1966.4 0.2611283E-01 0.3683286E-01  8.103982      5.246000    
  1967.1 0.2312718E-01 0.3809930E-01  8.589814      4.533667    
  1967.2 0.2193187E-01 0.3806934E-01  9.052414      3.657333    
  1967.3 0.1524586E-01 0.3784696E-01  10.54189      4.344667    
  1967.4 0.1540100E-01 0.3915978E-01  10.58914      4.787333    
  1968.1 0.1521149E-01 0.3728355E-01  10.49667      5.064667    
  1968.2 0.2015504E-01 0.3537721E-01  9.469854      5.510000    
  1968.3 0.2539763E-01 0.3510557E-01  8.617737      5.226333    
  1968.4 0.2695736E-01 0.3392130E-01  8.816279      5.580667    
  1969.1 0.3341079E-01 0.3376971E-01  8.955437      6.137667    
  1969.2 0.4260921E-01 0.3424592E-01  7.333590      6.240000    
  1969.3 0.4986905E-01 0.3590757E-01  5.892977      7.046667    
  1969.4 0.5208071E-01 0.3581941E-01  5.843340      7.317667    
  1970.1 0.5675912E-01 0.4159508E-01  5.949518      7.262667    
  1970.2 0.6074302E-01 0.4746577E-01  5.093498      6.752333    
  1970.3 0.6128656E-01 0.5169088E-01  4.910928      6.374667    
  1970.4 0.5583590E-01 0.5802797E-01  5.729542      5.358333    
  1971.1 0.5166445E-01 0.5914467E-01  6.022454      3.863333    
  1971.2 0.4785976E-01 0.5907857E-01  5.908138      4.206000    
  1971.3 0.4100442E-01 0.5983336E-01  6.093164      5.050333    
  1971.4 0.3589516E-01 0.5954344E-01  6.356847      4.234333    
  1972.1 0.2922184E-01 0.5768041E-01  6.441061      3.435333    
  1972.2 0.2665785E-01 0.5658509E-01  6.659785      3.748333    
  1972.3 0.2937846E-01 0.5584112E-01  7.297648      4.241333    
  1972.4 0.2854456E-01 0.5304486E-01  8.065775      4.851333    
  1973.1 0.3288613E-01 0.4950510E-01  7.879239      5.639667    
  1973.2 0.4027452E-01 0.4889844E-01  7.117142      6.608333    
  1973.3 0.4622311E-01 0.4793204E-01  6.591979      8.388333    
  1973.4 0.5288527E-01 0.4769321E-01  5.917191      7.461667    
  1974.1 0.5874878E-01 0.5085049E-01  5.948701      7.600333    
  1974.2 0.6539660E-01 0.5161500E-01  6.125517      8.268000    
  1974.3 0.6928772E-01 0.5583721E-01  7.358844      8.286333    
  1974.4 0.7273571E-01 0.6556479E-01  5.788846      7.336000    
  1975.1 0.8028347E-01 0.8217515E-01  4.303741      5.873333    
  1975.2 0.8122388E-01 0.8828988E-01  4.526692      5.400667    
  1975.3 0.7993399E-01 0.8467753E-01  6.189056      6.336667    
  1975.4 0.7624743E-01 0.8259670E-01  6.643143      5.684333    
  1976.1 0.8004045E-01 0.7723461E-01  5.821244      4.953333    
  1976.2 0.7952091E-01 0.7526804E-01  5.775454      5.168667    
  1976.3 0.7822077E-01 0.7700112E-01  6.892455      5.168667    
  1976.4 0.7639924E-01 0.7733424E-01  7.202381      4.698000    
  1977.1 0.7529257E-01 0.7493048E-01  7.328765      4.624000    
  1977.2 0.7822646E-01 0.7104693E-01  7.153117      4.828667    
  1977.3 0.8007874E-01 0.6864221E-01  7.073832      5.472000    
  1977.4 0.8280479E-01 0.6612385E-01  7.248088      6.137000    
  1978.1 0.9047860E-01 0.6326666E-01  6.490016      6.408000    
  1978.2 0.8997281E-01 0.5999476E-01  6.297019      6.481000    
  1978.3 0.8737185E-01 0.6021465E-01  6.969723      7.315333    
  1978.4 0.8398316E-01 0.5883992E-01  7.075828      8.680333    
  1979.1 0.8427258E-01 0.5877879E-01  7.723936      9.357667    
  1979.2 0.8177578E-01 0.5714052E-01  7.994840      9.372333    
  1979.3 0.8140618E-01 0.5868435E-01  7.585898      9.631333    
  1979.4 0.8787940E-01 0.5940129E-01  10.67083      11.80367    
  1980.1 0.8915376E-01 0.6296949E-01  8.690635      13.45867    
  1980.2 0.9335628E-01 0.7323656E-01  5.890072      10.04933    
  1980.3 0.9966916E-01 0.7680771E-01  8.830551      9.235333    
  1980.4 0.1035897     0.7398623E-01  14.67075      13.70967    
  1981.1 0.1100548     0.7426606E-01  12.81010      14.36900    
  1981.2 0.1172686     0.7398937E-01  2.117150      14.82900    
  1981.3 0.1238847     0.7417361E-01  0.000000      15.08733    
  1981.4 0.1288482     0.8241053E-01  2.200784      12.02267    
  1982.1 0.1264639     0.8843563E-01  6.676451      12.89500    
  1982.2 0.1246338     0.9425762E-01  7.462595      12.35900    
  1982.3 0.1202076     0.9942961E-01  7.055204      9.705333    
  1982.4 0.1143470     0.1067659      5.145948      7.935000    
  1983.1 0.1095109     0.1039701      4.645354      8.081333    
  1983.2 0.1017870     0.1010214      5.166479      8.420667    
  1983.3 0.9442738E-01 0.9360138E-01  5.980173      9.186667    
  1983.4 0.8771222E-01 0.8541760E-01  6.559375      8.793333    
  1984.1 0.8048025E-01 0.7871758E-01  6.758402      9.133333    
  1984.2 0.7169024E-01 0.7478733E-01  6.776965      9.843333    
  1984.3 0.6654516E-01 0.7451999E-01  7.524589      10.34333    
  1984.4 0.6234693E-01 0.7283015E-01  8.089853      8.973333    
  1985.1 0.5520195E-01 0.7279936E-01  9.562050      8.183333    
  1985.2 0.5203389E-01 0.7288834E-01  10.41429      7.523333    
  1985.3 0.4904538E-01 0.7210537E-01  10.45357      7.103333    
  1985.4 0.4715140E-01 0.7054201E-01  10.45988      7.146667    
  1986.1 0.5237898E-01 0.7015712E-01  9.430820      6.886667    
  1986.2 0.4999559E-01 0.7180384E-01  9.578994      6.130000    
  1986.3 0.4573130E-01 0.6991001E-01  10.76932      5.533333    
  1986.4 0.5052236E-01 0.6835172E-01  8.559515      5.340000    
  1987.1 0.5712297E-01 0.6620689E-01  7.461814      5.533333    
  1987.2 0.7009108E-01 0.6280795E-01  4.701199      5.733333    
  1987.3 0.7065783E-01 0.6014193E-01  3.462896      6.033333    
  1987.4 0.6563216E-01 0.5868976E-01  5.350609      6.003333    
  1988.1 0.5980538E-01 0.5727587E-01  6.421837      5.760000    
  1988.2 0.5582362E-01 0.5487146E-01  6.074839      6.230000    
  1988.3 0.5417998E-01 0.5492451E-01  5.595292      6.993333    
  1988.4 0.5095105E-01 0.5350265E-01  5.619051      7.703333    
  1989.1 0.4936037E-01 0.5215423E-01  5.540717      8.533333    
  1989.2 0.4853952E-01 0.5244464E-01  5.669408      8.440000    
  1989.3 0.5193818E-01 0.5277223E-01  5.562858      7.850000    
  1989.4 0.5306402E-01 0.5373561E-01  5.593157      7.633333    
  1990.1 0.5529327E-01 0.5300361E-01  5.097212      7.756667    
  1990.2 0.5222858E-01 0.5337414E-01  5.429550      7.766667    
  1990.3 0.5109883E-01 0.5687498E-01  6.116578      7.493333    
  1990.4 0.5873626E-01 0.6113686E-01  3.576464      7.023333    
  1991.1 0.6076392E-01 0.6574073E-01  2.189917      6.053333    
  1991.2 0.6331008E-01 0.6823443E-01  2.487697      5.593333    
  1991.3 0.6701853E-01 0.6853392E-01  2.480925      5.406667    
  1991.4 0.7034021E-01 0.7096660E-01  2.027618      4.583333    
  1992.1 0.7044288E-01 0.7379080E-01  2.064002      3.910000    
  1992.2 0.6780760E-01 0.7594573E-01  2.237696      3.723333    
  1992.3 0.6658041E-01 0.7626478E-01  3.281022      3.130000    
  1992.4 0.6365733E-01 0.7406133E-01  4.939307      3.076667    
  1993.1 0.6188911E-01 0.7149713E-01  5.255609      2.993333    
  1993.2 0.5972347E-01 0.7068857E-01  4.414924      2.983333    
  1993.3 0.6149348E-01 0.6799552E-01  4.790814      3.020000    
  1993.4 0.6226177E-01 0.6619143E-01  6.220842      3.080000    
  1994.1 0.6148558E-01 0.6555817E-01  5.976996      3.250000    
  1994.2 0.6159323E-01 0.6165512E-01  4.881573      4.036667    
  1994.3 0.6281928E-01 0.6001291E-01  4.073738      4.510000    
  1994.4 0.6385404E-01 0.5619378E-01  3.974889      5.283333    
  1995.1 0.6027733E-01 0.5477964E-01  3.829769      5.780000    
  1995.2 0.5691858E-01 0.5674622E-01  4.049376      5.623333    
  1995.3 0.5556483E-01 0.5658385E-01  4.264903      5.380000    
  1995.4 0.5714773E-01 0.5572015E-01  3.980372      5.270000    
  1996.1 0.5608225E-01 0.5545427E-01  4.176407      4.950000    
  1996.2 0.5770186E-01 0.5470120E-01  4.346250      5.040000    
  1996.3 0.5996099E-01 0.5259294E-01  4.058323      5.136667    
  1996.4 0.5990448E-01 0.5310254E-01  3.676870      4.970000    
  1997.1 0.6316870E-01 0.5223738E-01  4.045613      5.063333    
  1997.2 0.6328791E-01 0.4974959E-01  3.775311      5.073333    
  1997.3 0.6263057E-01 0.4858023E-01  2.762182      5.056667    
  1997.4 0.6724984E-01 0.4680572E-01  2.140703      5.086667    
  1998.1 0.6888030E-01 0.4637954E-01  2.589935      5.053333    
  1998.2 0.7100992E-01 0.4414228E-01  2.889739      4.976667    
  1998.3 0.6846753E-01 0.4528502E-01  4.046313      4.823333    
  1998.4 0.6556535E-01 0.4429607E-01  2.721532      4.253333    
  1999.1 0.6010871E-01 0.4284456E-01  2.474582      4.406667    
  1999.2 0.5590221E-01 0.4248440E-01  3.403616      4.453333    
  1999.3 0.5150957E-01 0.4243400E-01  4.221021      4.650000    
  1999.4 0.5073378E-01 0.4077788E-01  4.313716      5.043333    
  2000.1 0.4767986E-01 0.4048765E-01  4.615898      5.520000    
  2000.2 0.5132771E-01 0.3947782E-01  4.052529      5.713333    
  2000.3 0.5730279E-01 0.4030117E-01  2.941682      6.016667    
  2000.4 0.6374294E-01 0.3918419E-01  1.713819      6.016667    
  2001.1 0.6395453E-01 0.4230321E-01  1.226254      4.816667    
  2001.2 0.6610893E-01 0.4411448E-01  1.962343      3.660000    
  2001.3 0.6674311E-01 0.4819249E-01  2.180186      3.170000    
  2001.4 0.6787836E-01 0.5537421E-01  1.683643      1.906667    
  2002.1 0.6373912E-01 0.5705425E-01  2.371580      1.820000    
  2002.2 0.6217424E-01 0.5845793E-01  2.796048      1.716667    
  2002.3 0.5716004E-01 0.5732000E-01  3.847482      1.643333    
  2002.4 0.5430249E-01 0.5851777E-01  3.929093      1.333333    
  2003.1 0.5421474E-01 0.5873963E-01  3.724274      1.156667    
  2003.2 0.5711081E-01 0.6152488E-01  2.746682      1.043333    
  2003.3 0.5953368E-01 0.6107130E-01  2.243418     0.9300000    
  2003.4 0.5858235E-01 0.5820932E-01  2.421580     0.9166667    
  2004.1 0.5657416E-01 0.5687648E-01  3.300490     0.9166667    
  2004.2 0.5631869E-01 0.5595400E-01  3.496204      1.076667    
  2004.3 0.5281302E-01 0.5440757E-01  3.455284      1.486667    
  2004.4 0.5083171E-01 0.5396538E-01  3.448413      2.006667    
  2005.1 0.5083071E-01 0.5292068E-01  4.170988      2.536667    
  2005.2 0.4970105E-01 0.5115378E-01  4.789788      2.863333    
  2005.3 0.4628573E-01 0.4975337E-01  5.082332      3.360000    
  2005.4 0.4285394E-01 0.4964352E-01  5.209528      3.826667    
  2006.1 0.4311502E-01 0.4731667E-01  5.320620      4.393333    
  2006.2 0.4560477E-01 0.4666969E-01  4.801282      4.703333    
  2006.3 0.4864614E-01 0.4655398E-01  4.464599      4.906667    
  2006.4 0.4869897E-01 0.4466963E-01  4.484851      4.903333    
  2007.1 0.4973579E-01 0.4536088E-01  4.980981      4.983333    
  2007.2 0.5350714E-01 0.4507805E-01  4.976746      4.736667    
  2007.3 0.5297556E-01 0.4670151E-01  5.478060      4.303333    
  2007.4 0.5474996E-01 0.4813029E-01  4.863675      3.390000    
  2008.1 0.5402068E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5360705E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5418853E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5930676E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6778260E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7789952E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8650974E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9294832E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9894029E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9840517E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1015533     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1002388     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9986151E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9758736E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9924308E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9769377E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1004311     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9860470E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9797958E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9674251E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1042914     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1076397     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1080960     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1075247     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1099581     0.7353172E-01  0.000000     0.2222305    
  2014.2 0.1057473     0.7371212E-01 0.6167762     0.2267692    
  2014.3 0.1027936     0.7344075E-01  1.161236     0.2727381    
  2014.4 0.9907329E-01 0.7270034E-01  1.770274     0.3896289    
  2015.1 0.9766771E-01 0.7163268E-01  1.270488     0.5446822    
  2015.2 0.9721208E-01 0.7041296E-01 0.1381347     0.7056998    
  2015.3 0.9882343E-01 0.6919799E-01 0.1393280E-02 0.8622789    
  2015.4 0.9875304E-01 0.6810526E-01 0.2764235      1.011500    
  2016.1 0.9803164E-01 0.6720077E-01 0.8060445      1.148466    
  2016.2 0.9715156E-01 0.6650839E-01 0.6274185      1.268463    
  2016.3 0.9642535E-01 0.6602361E-01  0.000000      1.370028    
  2016.4 0.9989777E-01 0.6572500E-01  0.000000      1.454232    
  2017.1 0.9890516E-01 0.6557762E-01  0.000000      1.523254    
  2017.2 0.9746909E-01 0.6554472E-01  0.000000      1.579320    
  2017.3 0.9401284E-01 0.6559437E-01 0.7278731E-01  1.624370    
  2017.4 0.9368849E-01 0.6569973E-01  0.000000      1.660170    
  2018.1 0.9138621E-01 0.6583532E-01 0.5672154      1.688692    
  2018.2 0.8981529E-01 0.6598118E-01  1.075336      1.711782    
  2018.3 0.8661204E-01 0.6612472E-01  1.256065      1.730742    
  2018.4 0.8143841E-01 0.6625905E-01  1.526377      1.746369    
  2019.1 0.8180699E-01 0.6637441E-01  1.127412      1.759767    
  2019.2 0.8256374E-01 0.6646188E-01 0.7669850      1.772234    
  2019.3 0.8352055E-01 0.6651811E-01 0.1550829      1.784603    
  2019.4 0.8161117E-01 0.6654506E-01 0.1059269      1.797049    
  2020.1 0.8452589E-01 0.6654177E-01  0.000000      1.809908    
  2020.2 0.8622513E-01 0.6650849E-01  0.000000      1.823601    
  2020.3 0.8771015E-01 0.6644969E-01 0.6524267E-01  1.838160    
  2020.4 0.8667494E-01 0.6637212E-01 0.2900817      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.321113255413E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 4 F=  0.294464827067E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.32722543988E-06  0.51925294208E-05  0.58916863403E-05

X VALUES

  0.52049212291E+00  0.10753201834E+01 -0.16999087581E+00

MEAN OF DEPENDENT VARIABLE   749999.222339845

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.520492123       0.024122294   21.57722
  2       1.100000000       1.075320183       0.071790604   14.97856
  3      -0.100000000      -0.169990876       0.067662780   -2.51232

SE of equation          =      0.012014387
Sum of squared residuals =  0.294464827E-01   0.155002808    
Sum of ABS residuals     =  0.786644821    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97103

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.205270507193E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     138 IER= 4 F=  0.142683069157E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.48248781437E-07 -0.41502085772E-06 -0.35755704435E-06

X VALUES

  0.60146865832E+00  0.12360317760E+01 -0.28572772727E+00

MEAN OF DEPENDENT VARIABLE   749999.234112432

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.601468658       0.021852757   27.52370
  2       1.100000000       1.236031776       0.067415216   18.33461
  3      -0.100000000      -0.285727727       0.062833947   -4.54735

SE of equation          =      0.008363174
Sum of squared residuals =  0.142683069E-01   0.208645074E-01
Sum of ABS residuals     =  0.665135124    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98706

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.648561372975E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     109 IER= 4 F=  0.573035275036E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.59896254328E-06  0.71794492202E-07 -0.94422790802E-06

X VALUES

  0.53312266747E+00  0.11964810969E+01 -0.30161793097E+00

MEAN OF DEPENDENT VARIABLE   749999.256519582

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.533122667       0.041953839   12.70736
  2       1.100000000       1.196481097       0.069650456   17.17837
  3      -0.100000000      -0.301617931       0.067201572   -4.48826

SE of equation          =      0.017275875
Sum of squared residuals =  0.573035275E-01   0.271536215    
Sum of ABS residuals     =   1.19295647    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99054

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.490412125368E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     106 IER= 3 F=  0.451090511229E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.21376390098E-09  0.26492417306E-08  0.30510253605E-08

X VALUES

  0.52586091817E+00  0.88827548328E+00  0.84466855940E-01

MEAN OF DEPENDENT VARIABLE   749999.277715926

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.525860918       0.016723031   31.44531
  2       1.100000000       0.888275483       0.075191757   11.81347
  3      -0.100000000       0.084466856       0.073360740    1.15139

SE of equation          =      0.014870198
Sum of squared residuals =  0.451090511E-01   0.468581105E-01
Sum of ABS residuals     =   1.30018571    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99939

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.558307271180E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      97 IER= 3 F=  0.558159334284E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.45972316324E-07  0.12052804465E-05  0.11395346821E-05

X VALUES

  0.53863751756E+00  0.90318149725E+00  0.40124645405E-01

MEAN OF DEPENDENT VARIABLE   749999.292697218

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.538637518       0.311764204    1.72771
  2       1.100000000       0.903181497       3.312594423    0.27265
  3      -0.100000000       0.040124645       3.128208179    0.01283

SE of equation          =      0.523075058
Sum of squared residuals =   55.8159334        8.36603174    
Sum of ABS residuals     =   9.36257179    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97000

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.184271781539E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.180955716126E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.33979350835E-06 -0.20999412364E-05 -0.37872513220E-05

X VALUES

  0.54328534035E+00  0.79396305697E+00  0.86853712962E-01

MEAN OF DEPENDENT VARIABLE   749999.265398617

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.543285340       0.172828505    3.14349
  2       1.100000000       0.793963057       0.189706119    4.18523
  3      -0.100000000       0.086853713       0.184017386    0.47199

SE of equation          =      0.094182685
Sum of squared residuals =   1.80955716        3.05740151    
Sum of ABS residuals     =   5.12750098    
R squared                =    1.00000
Durbin-Watson statistic  =    1.84124

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.750995102817E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.679852509479E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.53850684879E-07  0.16092389849E-05  0.18578976125E-05

X VALUES

  0.90855699158E+00  0.11161370779E+01 -0.13159458217E+00

MEAN OF DEPENDENT VARIABLE   749999.357823878

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.908556992       0.104672541    8.67999
  2       1.100000000       1.116137078       0.082995182   13.44822
  3      -0.100000000      -0.131594582       0.082572048   -1.59369

SE of equation          =      0.064385108
Sum of squared residuals =  0.679852509        1.26385113    
Sum of ABS residuals     =   4.88233729    
R squared                =    1.00000
Durbin-Watson statistic  =    1.85226

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.406734366207E+00

TERMINATION. ITERS=    8 FUNCTION EVALS=     124 IER= 4 F=  0.357760947621E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.10839762729E-05 -0.99367495023E-06 -0.13534638355E-05

X VALUES

  0.59202526028E+00  0.59447313079E+00  0.34038439597E-01

MEAN OF DEPENDENT VARIABLE   749999.261271001

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.592025260       0.043665032   13.55834
  2       1.100000000       0.594473131       0.105060714    5.65838
  3      -0.100000000       0.034038440       0.106295678    0.32022

SE of equation          =      0.041877561
Sum of squared residuals =  0.357760948        1.17909643    
Sum of ABS residuals     =   3.78955730    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68519

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.494975337510E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.444781007096E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.32220318653E-07 -0.94268087997E-07 -0.10524483172E-06

X VALUES

  0.68389843681E+00  0.80734530371E+00  0.10897864893E+00

MEAN OF DEPENDENT VARIABLE   749999.263784744

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.683898437       0.130086647    5.25725
  2       1.100000000       0.807345304       0.081054130    9.96057
  3      -0.100000000       0.108978649       0.080351837    1.35627

SE of equation          =      0.052077628
Sum of squared residuals =  0.444781007       0.864091292    
Sum of ABS residuals     =   3.46936912    
R squared                =    1.00000
Durbin-Watson statistic  =    1.89056

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.284022493344E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     118 IER= 4 F=  0.216242752543E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.95199175260E-07  0.50304610788E-06  0.64367663686E-06

X VALUES

 -0.16436421612E-01  0.93141919748E+00 -0.56791482568E-01

MEAN OF DEPENDENT VARIABLE   749999.278023466

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000      -0.016436422       0.087615162   -0.18760
  2       1.100000000       0.931419197       0.084432406   11.03154
  3      -0.100000000      -0.056791483       0.084692814   -0.67056

SE of equation          =      0.037231324
Sum of squared residuals =  0.216242753        1.27602013    
Sum of ABS residuals     =   2.59108882    
R squared                =    1.00000
Durbin-Watson statistic  =    1.80233

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.493285891676E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.408093587428E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.66802932045E-05  0.16055377383E-04  0.12374825320E-04

X VALUES

  0.64093946651E+00  0.91210488351E+00 -0.33705010303E+00

MEAN OF DEPENDENT VARIABLE   749999.269974396

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.640939467       0.057506341   11.14554
  2       1.100000000       0.912104884       0.095602777    9.54057
  3      -0.100000000      -0.337050103       0.091677740   -3.67647

SE of equation          =      0.044726488
Sum of squared residuals =  0.408093587        1.76992220    
Sum of ABS residuals     =   4.29293533    
R squared                =    1.00000
Durbin-Watson statistic  =    1.65600

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.102617109983E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.102296343030E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.52476742999E-12  0.77329622430E-12

X VALUES

  0.10578238675E+01 -0.89731382178E-01

MEAN OF DEPENDENT VARIABLE   749999.243688180

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.057823867       0.154146529    6.86246
  2      -0.100000000      -0.089731382       0.153102933   -0.58609

SE of equation          =      0.029696212
Sum of squared residuals =  0.102296343       0.981777984    
Sum of ABS residuals     =   1.42724318    
R squared                =    1.00000
Durbin-Watson statistic  =    1.44636

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.290613541436E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.276596260924E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.86195599957E-11 -0.11829940254E-10

X VALUES

  0.11914254304E+01 -0.25808357881E+00

MEAN OF DEPENDENT VARIABLE   749999.258020160

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.191425430       0.081197864   14.67311
  2      -0.100000000      -0.258083579       0.080180134   -3.21880

SE of equation          =      0.036822059
Sum of squared residuals =  0.276596261        1.68233945    
Sum of ABS residuals     =   3.33715933    
R squared                =    1.00000
Durbin-Watson statistic  =    1.76150

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5027287E-01 0.5234225E-01 0.7789740      1.083667    
  1954.2 0.5758059E-01 0.5783462E-01  0.000000     0.8143333    
  1954.3 0.5969026E-01 0.5970489E-01 0.3123323     0.8696667    
  1954.4 0.5659291E-01 0.5361334E-01  1.238009      1.036333    
  1955.1 0.5034818E-01 0.4710636E-01  1.663449      1.256333    
  1955.2 0.4476256E-01 0.4380454E-01  2.194176      1.614333    
  1955.3 0.3466994E-01 0.4109694E-01  2.846166      1.861333    
  1955.4 0.2407776E-01 0.4208878E-01  3.711879      2.349333    
  1956.1 0.1474047E-01 0.4031458E-01  4.764735      2.379333    
  1956.2 0.1251047E-01 0.4190614E-01  5.197157      2.596667    
  1956.3 0.1095585E-01 0.4128671E-01  4.951448      2.596667    
  1956.4 0.1257289E-01 0.4100540E-01  4.791084      3.063667    
  1957.1 0.1142138E-01 0.3946671E-01  4.972696      3.171667    
  1957.2 0.9580623E-02 0.4062513E-01  5.868918      3.157000    
  1957.3 0.1140595E-01 0.4207225E-01  6.539092      3.382333    
  1957.4 0.1780024E-01 0.4923487E-01  6.126619      3.343333    
  1958.1 0.2192447E-01 0.6275076E-01  6.736835      1.838000    
  1958.2 0.2731348E-01 0.7359928E-01  6.982912      1.017667    
  1958.3 0.3198933E-01 0.7309055E-01  6.488953      1.710667    
  1958.4 0.3799526E-01 0.6352766E-01  5.990407      2.787667    
  1959.1 0.4157062E-01 0.5798631E-01  5.339254      2.800333    
  1959.2 0.4450151E-01 0.5104500E-01  5.419710      3.019333    
  1959.3 0.6063317E-01 0.5287044E-01  4.761748      3.533000    
  1959.4 0.6801645E-01 0.5592834E-01  4.494671      4.299333    
  1960.1 0.6786608E-01 0.5159512E-01  4.474498      3.943000    
  1960.2 0.6657522E-01 0.5225835E-01  4.436448      3.092333    
  1960.3 0.6410996E-01 0.5549938E-01  4.437470      2.390333    
  1960.4 0.5926894E-01 0.6251647E-01  4.669271      2.360667    
  1961.1 0.5479087E-01 0.6773354E-01  4.515958      2.376667    
  1961.2 0.4844665E-01 0.6971717E-01  4.881359      2.324667    
  1961.3 0.4217929E-01 0.6749309E-01  5.626368      2.324667    
  1961.4 0.3766162E-01 0.6171891E-01  6.122202      2.475000    
  1962.1 0.3411817E-01 0.5614436E-01  6.244222      2.739000    
  1962.2 0.3041177E-01 0.5482584E-01  6.401463      2.716000    
  1962.3 0.3066576E-01 0.5539051E-01  6.429018      2.858000    
  1962.4 0.2986351E-01 0.5505923E-01  6.110045      2.803333    
  1963.1 0.2793449E-01 0.5779253E-01  6.098100      2.909000    
  1963.2 0.2463099E-01 0.5680856E-01  6.428107      2.941333    
  1963.3 0.2237691E-01 0.5493742E-01  7.808507      3.280667    
  1963.4 0.1802140E-01 0.5572673E-01  9.687476      3.499333    
  1964.1 0.1844617E-01 0.5457706E-01  9.823479      3.538000    
  1964.2 0.3063812E-01 0.5220257E-01  6.538764      3.481333    
  1964.3 0.2968556E-01 0.4989598E-01  5.013725      3.504000    
  1964.4 0.2555355E-01 0.4953597E-01  7.474564      3.685000    
  1965.1 0.2060914E-01 0.4871666E-01  8.898316      3.899667    
  1965.2 0.1911942E-01 0.4655354E-01  8.034413      3.879000    
  1965.3 0.1992828E-01 0.4351989E-01  7.700982      3.859667    
  1965.4 0.1596340E-01 0.4102298E-01  8.681889      4.158667    
  1966.1 0.1626012E-01 0.3848268E-01  9.436011      4.630667    
  1966.2 0.1947098E-01 0.3807639E-01  8.545714      4.597333    
  1966.3 0.2549439E-01 0.3750700E-01  7.394363      5.047667    
  1966.4 0.3314867E-01 0.3683286E-01  5.987314      5.246000    
  1967.1 0.3428607E-01 0.3809930E-01  6.379593      4.533667    
  1967.2 0.3429927E-01 0.3806934E-01  7.757262      3.657333    
  1967.3 0.4307440E-01 0.3784696E-01  8.220516      4.344667    
  1967.4 0.4481707E-01 0.3915978E-01  7.057906      4.787333    
  1968.1 0.4529971E-01 0.3728355E-01  6.439432      5.064667    
  1968.2 0.4254755E-01 0.3537721E-01  6.628866      5.510000    
  1968.3 0.4213091E-01 0.3510557E-01  6.773922      5.226333    
  1968.4 0.4044626E-01 0.3392130E-01  6.549749      5.580667    
  1969.1 0.3648583E-01 0.3376971E-01  6.295571      6.137667    
  1969.2 0.3544978E-01 0.3424592E-01  6.391055      6.240000    
  1969.3 0.3261465E-01 0.3590757E-01  6.624830      7.046667    
  1969.4 0.3197183E-01 0.3581941E-01  6.710838      7.317667    
  1970.1 0.2978448E-01 0.4159508E-01  6.743298      7.262667    
  1970.2 0.2586318E-01 0.4746577E-01  7.356605      6.752333    
  1970.3 0.2504073E-01 0.5169088E-01  8.001655      6.374667    
  1970.4 0.2789910E-01 0.5802797E-01  8.020580      5.358333    
  1971.1 0.2679970E-01 0.5914467E-01  7.288425      3.863333    
  1971.2 0.2719142E-01 0.5907857E-01  7.419523      4.206000    
  1971.3 0.3199291E-01 0.5983336E-01  7.224475      5.050333    
  1971.4 0.3641108E-01 0.5954344E-01  6.862439      4.234333    
  1972.1 0.4153168E-01 0.5768041E-01  6.503801      3.435333    
  1972.2 0.4747895E-01 0.5658509E-01  6.456891      3.748333    
  1972.3 0.5345636E-01 0.5584112E-01  5.797817      4.241333    
  1972.4 0.5412990E-01 0.5304486E-01  5.762118      4.851333    
  1973.1 0.5632369E-01 0.4950510E-01  5.867762      5.639667    
  1973.2 0.5497998E-01 0.4889844E-01  6.261006      6.608333    
  1973.3 0.5670987E-01 0.4793204E-01  6.459639      8.388333    
  1973.4 0.5512470E-01 0.4769321E-01  6.310742      7.461667    
  1974.1 0.5174153E-01 0.5085049E-01  6.592924      7.600333    
  1974.2 0.4866812E-01 0.5161500E-01  7.521459      8.268000    
  1974.3 0.4688886E-01 0.5583721E-01  8.863127      8.286333    
  1974.4 0.4740349E-01 0.6556479E-01  9.888273      7.336000    
  1975.1 0.4564513E-01 0.8217515E-01  10.64352      5.873333    
  1975.2 0.4776292E-01 0.8828988E-01  10.66630      5.400667    
  1975.3 0.4829442E-01 0.8467753E-01  10.81449      6.336667    
  1975.4 0.4619343E-01 0.8259670E-01  10.93480      5.684333    
  1976.1 0.4761128E-01 0.7723461E-01  10.50904      4.953333    
  1976.2 0.5296265E-01 0.7526804E-01  9.953376      5.168667    
  1976.3 0.5648245E-01 0.7700112E-01  9.344389      5.168667    
  1976.4 0.5713643E-01 0.7733424E-01  8.821248      4.698000    
  1977.1 0.6185627E-01 0.7493048E-01  8.133348      4.624000    
  1977.2 0.6492704E-01 0.7104693E-01  7.987288      4.828667    
  1977.3 0.6980230E-01 0.6864221E-01  7.755564      5.472000    
  1977.4 0.7096683E-01 0.6612385E-01  7.793663      6.137000    
  1978.1 0.7077022E-01 0.6326666E-01  7.567216      6.408000    
  1978.2 0.6639687E-01 0.5999476E-01  7.531301      6.481000    
  1978.3 0.6343197E-01 0.6021465E-01  8.476911      7.315333    
  1978.4 0.5762297E-01 0.5883992E-01  10.03841      8.680333    
  1979.1 0.5157168E-01 0.5877879E-01  10.34353      9.357667    
  1979.2 0.4649943E-01 0.5714052E-01  10.37998      9.372333    
  1979.3 0.4374160E-01 0.5868435E-01  10.83107      9.631333    
  1979.4 0.4758107E-01 0.5940129E-01  13.76707      11.80367    
  1980.1 0.4671407E-01 0.6296949E-01  13.23876      13.45867    
  1980.2 0.4783425E-01 0.7323656E-01  11.75113      10.04933    
  1980.3 0.5085225E-01 0.7680771E-01  12.12958      9.235333    
  1980.4 0.5069334E-01 0.7398623E-01  15.95146      13.70967    
  1981.1 0.5621849E-01 0.7426606E-01  16.59673      14.36900    
  1981.2 0.6020207E-01 0.7398937E-01  17.22480      14.82900    
  1981.3 0.6535864E-01 0.7417361E-01  16.70002      15.08733    
  1981.4 0.7711789E-01 0.8241053E-01  13.03939      12.02267    
  1982.1 0.8612225E-01 0.8843563E-01  13.05797      12.89500    
  1982.2 0.9479879E-01 0.9425762E-01  11.89666      12.35900    
  1982.3 0.1021642     0.9942961E-01  9.818905      9.705333    
  1982.4 0.1040946     0.1067659      8.618541      7.935000    
  1983.1 0.1010646     0.1039701      8.044478      8.081333    
  1983.2 0.9656058E-01 0.1010214      7.471004      8.420667    
  1983.3 0.9231743E-01 0.9360138E-01  7.439501      9.186667    
  1983.4 0.8737800E-01 0.8541760E-01  7.492805      8.793333    
  1984.1 0.8579221E-01 0.7871758E-01  7.401873      9.133333    
  1984.2 0.8236322E-01 0.7478733E-01  6.802729      9.843333    
  1984.3 0.7891384E-01 0.7451999E-01  6.506833      10.34333    
  1984.4 0.7384379E-01 0.7283015E-01  6.750968      8.973333    
  1985.1 0.6644105E-01 0.7279936E-01  7.955776      8.183333    
  1985.2 0.6128584E-01 0.7288834E-01  8.552776      7.523333    
  1985.3 0.5591352E-01 0.7210537E-01  8.614853      7.103333    
  1985.4 0.5176923E-01 0.7054201E-01  8.673566      7.146667    
  1986.1 0.5259741E-01 0.7015712E-01  8.532308      6.886667    
  1986.2 0.5509837E-01 0.7180384E-01  6.426063      6.130000    
  1986.3 0.4667671E-01 0.6991001E-01  6.104437      5.533333    
  1986.4 0.3402281E-01 0.6835172E-01  9.004197      5.340000    
  1987.1 0.2568741E-01 0.6620689E-01  11.55170      5.533333    
  1987.2 0.2255147E-01 0.6280795E-01  11.32929      5.733333    
  1987.3 0.2164070E-01 0.6014193E-01  10.61586      6.033333    
  1987.4 0.2267140E-01 0.5868976E-01  10.44233      6.003333    
  1988.1 0.2317597E-01 0.5727587E-01  10.09460      5.760000    
  1988.2 0.2539557E-01 0.5487146E-01  9.305039      6.230000    
  1988.3 0.3120495E-01 0.5492451E-01  9.027105      6.993333    
  1988.4 0.3165537E-01 0.5350265E-01  8.905852      7.703333    
  1989.1 0.3169706E-01 0.5215423E-01  8.641132      8.533333    
  1989.2 0.3306817E-01 0.5244464E-01  8.006629      8.440000    
  1989.3 0.3792893E-01 0.5277223E-01  7.631448      7.850000    
  1989.4 0.3931951E-01 0.5373561E-01  7.549626      7.633333    
  1990.1 0.4004334E-01 0.5300361E-01  7.383375      7.756667    
  1990.2 0.4138000E-01 0.5337414E-01  7.406280      7.766667    
  1990.3 0.4491450E-01 0.5687498E-01  7.657244      7.493333    
  1990.4 0.5071577E-01 0.6113686E-01  7.979293      7.023333    
  1991.1 0.5452071E-01 0.6574073E-01  7.349173      6.053333    
  1991.2 0.5908830E-01 0.6823443E-01  6.838256      5.593333    
  1991.3 0.6299199E-01 0.6853392E-01  6.407731      5.406667    
  1991.4 0.6754434E-01 0.7096660E-01  5.789444      4.583333    
  1992.1 0.7166558E-01 0.7379080E-01  4.979625      3.910000    
  1992.2 0.7630174E-01 0.7594573E-01  4.427647      3.723333    
  1992.3 0.8187660E-01 0.7626478E-01  3.919099      3.130000    
  1992.4 0.8394500E-01 0.7406133E-01  3.769002      3.076667    
  1993.1 0.8533742E-01 0.7149713E-01  3.655239      2.993333    
  1993.2 0.8157763E-01 0.7068857E-01  4.084628      2.983333    
  1993.3 0.7893813E-01 0.6799552E-01  4.456479      3.020000    
  1993.4 0.7359501E-01 0.6619143E-01  5.359362      3.080000    
  1994.1 0.7287810E-01 0.6555817E-01  5.019887      3.250000    
  1994.2 0.7004150E-01 0.6165512E-01  4.028515      4.036667    
  1994.3 0.6905967E-01 0.6001291E-01  4.351555      4.510000    
  1994.4 0.6594034E-01 0.5619378E-01  5.763136      5.283333    
  1995.1 0.5897852E-01 0.5477964E-01  6.486776      5.780000    
  1995.2 0.5558852E-01 0.5674622E-01  6.390164      5.623333    
  1995.3 0.5081982E-01 0.5658385E-01  6.342065      5.380000    
  1995.4 0.4635198E-01 0.5572015E-01  6.472688      5.270000    
  1996.1 0.4672485E-01 0.5545427E-01  6.682005      4.950000    
  1996.2 0.4941023E-01 0.5470120E-01  6.801205      5.040000    
  1996.3 0.4916405E-01 0.5259294E-01  7.588951      5.136667    
  1996.4 0.4811165E-01 0.5310254E-01  6.057078      4.970000    
  1997.1 0.4855644E-01 0.5223738E-01  4.806368      5.063333    
  1997.2 0.4765234E-01 0.4974959E-01  4.988525      5.073333    
  1997.3 0.4781435E-01 0.4858023E-01  5.459916      5.056667    
  1997.4 0.5093178E-01 0.4680572E-01  5.087865      5.086667    
  1998.1 0.5541725E-01 0.4637954E-01  3.412265      5.053333    
  1998.2 0.5916183E-01 0.4414228E-01  1.673876      4.976667    
  1998.3 0.6338516E-01 0.4528502E-01  1.078300      4.823333    
  1998.4 0.6978403E-01 0.4429607E-01  0.000000      4.253333    
  1999.1 0.6931288E-01 0.4284456E-01 0.2530395      4.406667    
  1999.2 0.6965760E-01 0.4248440E-01 0.8459374      4.453333    
  1999.3 0.6603980E-01 0.4243400E-01 0.8948507      4.650000    
  1999.4 0.6137474E-01 0.4077788E-01 0.8394978      5.043333    
  2000.1 0.5540810E-01 0.4048765E-01  1.813479      5.520000    
  2000.2 0.5313010E-01 0.3947782E-01  2.069020      5.713333    
  2000.3 0.5425124E-01 0.4030117E-01  1.992682      6.016667    
  2000.4 0.5352952E-01 0.3918419E-01  2.315124      6.016667    
  2001.1 0.4802875E-01 0.4230321E-01  2.971729      4.816667    
  2001.2 0.4224093E-01 0.4411448E-01  4.150599      3.660000    
  2001.3 0.3713628E-01 0.4819249E-01  4.960860      3.170000    
  2001.4 0.3721094E-01 0.5537421E-01  5.087570      1.906667    
  2002.1 0.3434942E-01 0.5705425E-01  5.317390      1.820000    
  2002.2 0.3618426E-01 0.5845793E-01  5.048729      1.716667    
  2002.3 0.4001828E-01 0.5732000E-01  4.118855      1.643333    
  2002.4 0.4308317E-01 0.5851777E-01  3.901584      1.333333    
  2003.1 0.4872776E-01 0.5873963E-01  4.350452      1.156667    
  2003.2 0.5298237E-01 0.6152488E-01  3.885361      1.043333    
  2003.3 0.5571061E-01 0.6107130E-01  2.567479     0.9300000    
  2003.4 0.6208881E-01 0.5820932E-01  1.921103     0.9166667    
  2004.1 0.6244154E-01 0.5687648E-01  2.387311     0.9166667    
  2004.2 0.5952573E-01 0.5595400E-01  3.416892      1.076667    
  2004.3 0.5546572E-01 0.5440757E-01  4.014402      1.486667    
  2004.4 0.5173328E-01 0.5396538E-01  4.710855      2.006667    
  2005.1 0.5383680E-01 0.5292068E-01  4.258273      2.536667    
  2005.2 0.5394245E-01 0.5115378E-01  4.011409      2.863333    
  2005.3 0.5546213E-01 0.4975337E-01  3.940847      3.360000    
  2005.4 0.5969773E-01 0.4964352E-01  3.551914      3.826667    
  2006.1 0.5968492E-01 0.4731667E-01  3.113272      4.393333    
  2006.2 0.6044287E-01 0.4666969E-01  2.712478      4.703333    
  2006.3 0.6409890E-01 0.4655398E-01  2.948534      4.906667    
  2006.4 0.6457758E-01 0.4466963E-01  3.099835      4.903333    
  2007.1 0.6208538E-01 0.4536088E-01  3.032368      4.983333    
  2007.2 0.5985341E-01 0.4507805E-01  3.060874      4.736667    
  2007.3 0.5832425E-01 0.4670151E-01  3.010732      4.303333    
  2007.4 0.5681571E-01 0.4813029E-01  3.257720      3.390000    
  2008.1 0.5519018E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5320705E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5458473E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5675544E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6286165E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.6895339E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.7777023E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8666883E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9249697E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9210609E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9576383E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9520444E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9837292E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1033408     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1119446     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1167630     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1203534     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1213075     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1203903     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1232066     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1209559     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1225190     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1233382     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1210079     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1193863     0.7353172E-01  0.000000     0.2222305    
  2014.2 0.1164418     0.7371212E-01  0.000000     0.2267692    
  2014.3 0.1173601     0.7344075E-01  0.000000     0.2727381    
  2014.4 0.1164786     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1118705     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1075203     0.7041296E-01 0.1908273     0.7056998    
  2015.3 0.1036284     0.6919799E-01 0.3453139     0.8622789    
  2015.4 0.1002782     0.6810526E-01 0.4724624      1.011500    
  2016.1 0.9468355E-01 0.6720077E-01 0.8299726      1.148466    
  2016.2 0.9208227E-01 0.6650839E-01  1.217650      1.268463    
  2016.3 0.9107996E-01 0.6602361E-01  1.350254      1.370028    
  2016.4 0.8929730E-01 0.6572500E-01  1.426878      1.454232    
  2017.1 0.8887798E-01 0.6557762E-01 0.8899469      1.523254    
  2017.2 0.9075406E-01 0.6554472E-01 0.5612739      1.579320    
  2017.3 0.9531421E-01 0.6559437E-01  0.000000      1.624370    
  2017.4 0.9824131E-01 0.6569973E-01  0.000000      1.660170    
  2018.1 0.9897708E-01 0.6583532E-01 0.3333428E-01  1.688692    
  2018.2 0.9633055E-01 0.6598118E-01  0.000000      1.711782    
  2018.3 0.9619095E-01 0.6612472E-01  0.000000      1.730742    
  2018.4 0.9408395E-01 0.6625905E-01  0.000000      1.746369    
  2019.1 0.9295954E-01 0.6637441E-01  0.000000      1.759767    
  2019.2 0.9074611E-01 0.6646188E-01 0.4911451E-01  1.772234    
  2019.3 0.8851325E-01 0.6651811E-01  0.000000      1.784603    
  2019.4 0.8349485E-01 0.6654506E-01 0.2408326      1.797049    
  2020.1 0.8252310E-01 0.6654177E-01  0.000000      1.809908    
  2020.2 0.8423643E-01 0.6650849E-01  0.000000      1.823601    
  2020.3 0.8926126E-01 0.6644969E-01  0.000000      1.838160    
  2020.4 0.9311201E-01 0.6637212E-01  0.000000      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.123065786229E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     122 IER= 4 F=  0.112574803137E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.23654481373E-07 -0.72860564804E-07 -0.22122308521E-07

X VALUES

  0.50014631644E+00  0.11857945858E+01 -0.24112457797E+00

MEAN OF DEPENDENT VARIABLE   749999.233429710

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.500146316       0.015604801   32.05080
  2       1.100000000       1.185794586       0.068939872   17.20042
  3      -0.100000000      -0.241124578       0.065969989   -3.65506

SE of equation          =      0.007428575
Sum of squared residuals =  0.112574803E-01   0.108836562    
Sum of ABS residuals     =  0.483023930    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99977

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.180847783453E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     140 IER= 4 F=  0.109158084663E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.36794062630E-07  0.12200596576E-05  0.13253246129E-05

X VALUES

  0.60970995010E+00  0.98023691876E+00 -0.56723573635E-01

MEAN OF DEPENDENT VARIABLE   749999.239254792

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.609709950       0.018569782   32.83345
  2       1.100000000       0.980236919       0.071167086   13.77374
  3      -0.100000000      -0.056723574       0.065482547   -0.86624

SE of equation          =      0.007314975
Sum of squared residuals =  0.109158085E-01   0.952983078E-01
Sum of ABS residuals     =  0.564958256    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99847

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.517324886809E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     115 IER= 4 F=  0.424978914893E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.15602610158E-07  0.15066756801E-06  0.15306712590E-06

X VALUES

  0.38219120689E+00  0.11807843092E+01 -0.26845937883E+00

MEAN OF DEPENDENT VARIABLE   749999.264653892

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.382191207       0.036586003   10.44638
  2       1.100000000       1.180784309       0.069120494   17.08298
  3      -0.100000000      -0.268459379       0.066917501   -4.01180

SE of equation          =      0.014877607
Sum of squared residuals =  0.424978915E-01   0.195509343    
Sum of ABS residuals     =   1.12674787    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99047

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.523461601831E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.446890544271E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.12386622183E-05  0.94393867932E-05  0.10826702142E-04

X VALUES

  0.43159348225E+00  0.11294121102E+01 -0.16611769454E+00

MEAN OF DEPENDENT VARIABLE   749999.269385982

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.431593482       0.017309556   24.93383
  2       1.100000000       1.129412110       0.069275222   16.30326
  3      -0.100000000      -0.166117695       0.067100520   -2.47565

SE of equation          =      0.014800811
Sum of squared residuals =  0.446890544E-01   0.159665117    
Sum of ABS residuals     =   1.27921511    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99791

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.382256173575E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.382135145944E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.87595596051E-06  0.11589972835E-04  0.12404804752E-04

X VALUES

  0.53986918797E+00  0.10274915437E+01 -0.82564906117E-01

MEAN OF DEPENDENT VARIABLE   749999.290475512

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.539869188       0.522737028    1.03277
  2       1.100000000       1.027491544       2.581080162    0.39809
  3      -0.100000000      -0.082564906       2.429659944   -0.03398

SE of equation          =      0.432806134
Sum of squared residuals =   38.2135146        7.01380242    
Sum of ABS residuals     =   8.10101309    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96820

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.334320614433E+01

TERMINATION. ITERS=    7 FUNCTION EVALS=     118 IER= 4 F=  0.331319601082E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.20133530830E-06  0.60505151864E-06  0.44436831546E-06

X VALUES

  0.59006282744E+00  0.66100763854E+00  0.41844112264E-01

MEAN OF DEPENDENT VARIABLE   749999.242786875

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.590062827       0.198729832    2.96917
  2       1.100000000       0.661007639       0.415059620    1.59256
  3      -0.100000000       0.041844112       0.370283435    0.11301

SE of equation          =      0.127440798
Sum of squared residuals =   3.31319601        3.61663424    
Sum of ABS residuals     =   4.75835089    
R squared                =    1.00000
Durbin-Watson statistic  =    1.90730

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.105938042837E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      78 IER= 4 F=  0.102098531519E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.16657859002E-06  0.29420587299E-06 -0.40497144132E-06

X VALUES

  0.52423139935E+00  0.10167391232E+01 -0.78685752010E-01

MEAN OF DEPENDENT VARIABLE   749999.311857116

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.524231399       0.130547782    4.01563
  2       1.100000000       1.016739123       0.081382739   12.49330
  3      -0.100000000      -0.078685752       0.081077712   -0.97050

SE of equation          =      0.078901966
Sum of squared residuals =   1.02098532        1.37021697    
Sum of ABS residuals     =   5.97484829    
R squared                =    1.00000
Durbin-Watson statistic  =    1.88953

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.495157167763E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.464126938702E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.18223596983E-05  0.76046875486E-05  0.84098904215E-05

X VALUES

  0.55796909828E+00  0.10149318207E+01 -0.25227956185E+00

MEAN OF DEPENDENT VARIABLE   749999.267405602

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.557969098       0.065635270    8.50106
  2       1.100000000       1.014931821       0.115344590    8.79913
  3      -0.100000000      -0.252279562       0.113895399   -2.21501

SE of equation          =      0.047698344
Sum of squared residuals =  0.464126939        1.50806078    
Sum of ABS residuals     =   4.05582795    
R squared                =    1.00000
Durbin-Watson statistic  =    1.74365

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.308690983287E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.275963744673E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.15953801256E-05 -0.24623878988E-05 -0.13596334659E-05

X VALUES

  0.69712177223E+00  0.85411684389E+00  0.46328118084E-01

MEAN OF DEPENDENT VARIABLE   749999.287499413

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.697121772       0.089119834    7.82230
  2       1.100000000       0.854116844       0.082582926   10.34254
  3      -0.100000000       0.046328118       0.081623244    0.56758

SE of equation          =      0.041020797
Sum of squared residuals =  0.275963745        1.18217799    
Sum of ABS residuals     =   3.21390693    
R squared                =    1.00000
Durbin-Watson statistic  =    1.88498

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.322432671131E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      86 IER= 4 F=  0.296126018511E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.17826745517E-05 -0.22026640281E-05 -0.12383440613E-05

X VALUES

  0.44376126786E+00  0.78734817934E+00  0.17498300028E+00

MEAN OF DEPENDENT VARIABLE   749999.303817468

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.443761268       0.106278141    4.17547
  2       1.100000000       0.787348179       0.087890664    8.95827
  3      -0.100000000       0.174983000       0.088268311    1.98240

SE of equation          =      0.043568839
Sum of squared residuals =  0.296126019        1.26142792    
Sum of ABS residuals     =   2.75345837    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69479

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.451900334250E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     114 IER= 4 F=  0.397651656010E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.31586435438E-04  0.45467791805E-05  0.90145571984E-06

X VALUES

  0.50082013989E+00  0.89606984496E+00 -0.34943929325E+00

MEAN OF DEPENDENT VARIABLE   749999.270290582

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.500820140       0.045209819   11.07769
  2       1.100000000       0.896069845       0.109556627    8.17906
  3      -0.100000000      -0.349439293       0.103600812   -3.37294

SE of equation          =      0.044150570
Sum of squared residuals =  0.397651656        1.15859458    
Sum of ABS residuals     =   3.91258325    
R squared                =    1.00000
Durbin-Watson statistic  =    1.80827

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.120362556478E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.113218168967E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.58290049278E-11 -0.57752257343E-11

X VALUES

  0.95232637335E+00 -0.14417917269E+00

MEAN OF DEPENDENT VARIABLE   749999.261412626

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.952326373       0.122913929    7.74791
  2      -0.100000000      -0.144179173       0.125746128   -1.14659

SE of equation          =      0.031241298
Sum of squared residuals =  0.113218169        1.10866406    
Sum of ABS residuals     =   1.53421790    
R squared                =    1.00000
Durbin-Watson statistic  =    1.60535

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.410226376521E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      37 IER= 3 F=  0.381301056713E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.84759628838E-12  0.00000000000E+00

X VALUES

  0.98238663840E+00 -0.14175330657E+00

MEAN OF DEPENDENT VARIABLE   749999.249642950

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.982386638       0.093801681   10.47302
  2      -0.100000000      -0.141753307       0.089630909   -1.58152

SE of equation          =      0.043233353
Sum of squared residuals =  0.381301057        2.26117405    
Sum of ABS residuals     =   4.01476631    
R squared                =    1.00000
Durbin-Watson statistic  =    1.71851

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4935357E-01 0.5234225E-01 0.4283966      1.083667    
  1954.2 0.5267622E-01 0.5783462E-01 0.6035586     0.8143333    
  1954.3 0.5366152E-01 0.5970489E-01  1.565325     0.8696667    
  1954.4 0.6016405E-01 0.5361334E-01  0.000000      1.036333    
  1955.1 0.7013074E-01 0.4710636E-01  0.000000      1.256333    
  1955.2 0.7150512E-01 0.4380454E-01 0.6630353      1.614333    
  1955.3 0.6163064E-01 0.4109694E-01  1.561442      1.861333    
  1955.4 0.5704937E-01 0.4208878E-01  1.114660      2.349333    
  1956.1 0.5228360E-01 0.4031458E-01  1.478097      2.379333    
  1956.2 0.4907353E-01 0.4190614E-01  2.583125      2.596667    
  1956.3 0.4603551E-01 0.4128671E-01  4.488279      2.596667    
  1956.4 0.4230072E-01 0.4100540E-01  3.656541      3.063667    
  1957.1 0.3815303E-01 0.3946671E-01  3.262688      3.171667    
  1957.2 0.3895566E-01 0.4062513E-01  4.020684      3.157000    
  1957.3 0.4147688E-01 0.4207225E-01  4.481151      3.382333    
  1957.4 0.4531192E-01 0.4923487E-01  4.145457      3.343333    
  1958.1 0.5178707E-01 0.6275076E-01  3.522221      1.838000    
  1958.2 0.5605260E-01 0.7359928E-01  2.861852      1.017667    
  1958.3 0.5686877E-01 0.7309055E-01  2.446995      1.710667    
  1958.4 0.5864207E-01 0.6352766E-01  1.804753      2.787667    
  1959.1 0.5962427E-01 0.5798631E-01  1.573882      2.800333    
  1959.2 0.5695226E-01 0.5104500E-01  1.915271      3.019333    
  1959.3 0.7132387E-01 0.5287044E-01 0.8578009      3.533000    
  1959.4 0.7420151E-01 0.5592834E-01  0.000000      4.299333    
  1960.1 0.7443337E-01 0.5159512E-01 0.1818187      3.943000    
  1960.2 0.7214753E-01 0.5225835E-01 0.2922265      3.092333    
  1960.3 0.6927617E-01 0.5549938E-01 0.4558863      2.390333    
  1960.4 0.6264957E-01 0.6251647E-01  1.207865      2.360667    
  1961.1 0.6365323E-01 0.6773354E-01  1.556695      2.376667    
  1961.2 0.6042738E-01 0.6971717E-01  1.945700      2.324667    
  1961.3 0.5566115E-01 0.6749309E-01  3.076069      2.324667    
  1961.4 0.4907702E-01 0.6171891E-01  4.008421      2.475000    
  1962.1 0.4727751E-01 0.5614436E-01  4.067132      2.739000    
  1962.2 0.4443551E-01 0.5482584E-01  4.024195      2.716000    
  1962.3 0.4529448E-01 0.5539051E-01  3.983248      2.858000    
  1962.4 0.4555356E-01 0.5505923E-01  3.637329      2.803333    
  1963.1 0.4637729E-01 0.5779253E-01  3.690803      2.909000    
  1963.2 0.4706810E-01 0.5680856E-01  3.506864      2.941333    
  1963.3 0.4931365E-01 0.5493742E-01  3.288651      3.280667    
  1963.4 0.5286155E-01 0.5572673E-01  2.249440      3.499333    
  1964.1 0.5379093E-01 0.5457706E-01  1.865653      3.538000    
  1964.2 0.5504972E-01 0.5220257E-01  1.984011      3.481333    
  1964.3 0.5718527E-01 0.4989598E-01  1.948613      3.504000    
  1964.4 0.5808058E-01 0.4953597E-01  2.238639      3.685000    
  1965.1 0.5623950E-01 0.4871666E-01  2.266793      3.899667    
  1965.2 0.5432494E-01 0.4655354E-01  1.854078      3.879000    
  1965.3 0.5280516E-01 0.4351989E-01  2.352272      3.859667    
  1965.4 0.4789518E-01 0.4102298E-01  3.503467      4.158667    
  1966.1 0.4040256E-01 0.3848268E-01  4.806705      4.630667    
  1966.2 0.3983710E-01 0.3807639E-01  4.997124      4.597333    
  1966.3 0.4164899E-01 0.3750700E-01  4.986281      5.047667    
  1966.4 0.4523519E-01 0.3683286E-01  5.274651      5.246000    
  1967.1 0.4565094E-01 0.3809930E-01  4.981212      4.533667    
  1967.2 0.4404550E-01 0.3806934E-01  5.056534      3.657333    
  1967.3 0.4493962E-01 0.3784696E-01  5.229436      4.344667    
  1967.4 0.4782974E-01 0.3915978E-01  5.122168      4.787333    
  1968.1 0.4503883E-01 0.3728355E-01  4.663982      5.064667    
  1968.2 0.4359927E-01 0.3537721E-01  4.681131      5.510000    
  1968.3 0.4622484E-01 0.3510557E-01  4.417018      5.226333    
  1968.4 0.4988228E-01 0.3392130E-01  4.075848      5.580667    
  1969.1 0.5122287E-01 0.3376971E-01  4.951610      6.137667    
  1969.2 0.5425350E-01 0.3424592E-01  5.084793      6.240000    
  1969.3 0.5574689E-01 0.3590757E-01  4.708041      7.046667    
  1969.4 0.5825870E-01 0.3581941E-01  4.703359      7.317667    
  1970.1 0.5808706E-01 0.4159508E-01  4.272056      7.262667    
  1970.2 0.5861585E-01 0.4746577E-01  4.246072      6.752333    
  1970.3 0.5572662E-01 0.5169088E-01  4.611847      6.374667    
  1970.4 0.5116672E-01 0.5802797E-01  4.984214      5.358333    
  1971.1 0.4871734E-01 0.5914467E-01  5.394844      3.863333    
  1971.2 0.4836401E-01 0.5907857E-01  6.039284      4.206000    
  1971.3 0.4534848E-01 0.5983336E-01  7.615966      5.050333    
  1971.4 0.4289396E-01 0.5954344E-01  6.814044      4.234333    
  1972.1 0.4430140E-01 0.5768041E-01  5.963360      3.435333    
  1972.2 0.4734406E-01 0.5658509E-01  6.436998      3.748333    
  1972.3 0.5600890E-01 0.5584112E-01  6.748614      4.241333    
  1972.4 0.5995457E-01 0.5304486E-01  6.963435      4.851333    
  1973.1 0.6342226E-01 0.4950510E-01  6.813595      5.639667    
  1973.2 0.6474189E-01 0.4889844E-01  6.365262      6.608333    
  1973.3 0.6949391E-01 0.4793204E-01  5.968075      8.388333    
  1973.4 0.7321566E-01 0.4769321E-01  5.040750      7.461667    
  1974.1 0.7590239E-01 0.5085049E-01  5.694152      7.600333    
  1974.2 0.7430393E-01 0.5161500E-01  6.480434      8.268000    
  1974.3 0.7526594E-01 0.5583721E-01  6.429223      8.286333    
  1974.4 0.8051504E-01 0.6556479E-01  5.615726      7.336000    
  1975.1 0.8983355E-01 0.8217515E-01  4.475356      5.873333    
  1975.2 0.9188402E-01 0.8828988E-01  4.324293      5.400667    
  1975.3 0.9069621E-01 0.8467753E-01  5.597761      6.336667    
  1975.4 0.8709151E-01 0.8259670E-01  5.914595      5.684333    
  1976.1 0.8414103E-01 0.7723461E-01  5.485770      4.953333    
  1976.2 0.8798329E-01 0.7526804E-01  4.715019      5.168667    
  1976.3 0.8951055E-01 0.7700112E-01  3.838591      5.168667    
  1976.4 0.9129600E-01 0.7733424E-01  3.350283      4.698000    
  1977.1 0.1003449     0.7493048E-01  3.215198      4.624000    
  1977.2 0.9989150E-01 0.7104693E-01  3.695784      4.828667    
  1977.3 0.8960547E-01 0.6864221E-01  4.658028      5.472000    
  1977.4 0.8276225E-01 0.6612385E-01  4.479930      6.137000    
  1978.1 0.8016554E-01 0.6326666E-01  4.412065      6.408000    
  1978.2 0.7484748E-01 0.5999476E-01  4.756344      6.481000    
  1978.3 0.7100726E-01 0.6021465E-01  5.389482      7.315333    
  1978.4 0.6567001E-01 0.5883992E-01  6.075057      8.680333    
  1979.1 0.5865428E-01 0.5877879E-01  7.736965      9.357667    
  1979.2 0.5544160E-01 0.5714052E-01  9.068663      9.372333    
  1979.3 0.5566136E-01 0.5868435E-01  10.05988      9.631333    
  1979.4 0.5680532E-01 0.5940129E-01  11.66774      11.80367    
  1980.1 0.6161172E-01 0.6296949E-01  9.391528      13.45867    
  1980.2 0.6153567E-01 0.7323656E-01  7.392871      10.04933    
  1980.3 0.6462765E-01 0.7680771E-01  12.00809      9.235333    
  1980.4 0.6673281E-01 0.7398623E-01  16.21345      13.70967    
  1981.1 0.7496052E-01 0.7426606E-01  13.13656      14.36900    
  1981.2 0.8507093E-01 0.7398937E-01  10.68292      14.82900    
  1981.3 0.9452837E-01 0.7417361E-01  9.803756      15.08733    
  1981.4 0.1002924     0.8241053E-01  11.98369      12.02267    
  1982.1 0.1071808     0.8843563E-01  15.69955      12.89500    
  1982.2 0.1129686     0.9425762E-01  16.58327      12.35900    
  1982.3 0.1234680     0.9942961E-01  13.65280      9.705333    
  1982.4 0.1282851     0.1067659      10.95420      7.935000    
  1983.1 0.1260251     0.1039701      10.12487      8.081333    
  1983.2 0.1224254     0.1010214      9.960177      8.420667    
  1983.3 0.1151264     0.9360138E-01  9.701062      9.186667    
  1983.4 0.1074423     0.8541760E-01  9.232113      8.793333    
  1984.1 0.1007274     0.7871758E-01  9.362349      9.133333    
  1984.2 0.8721403E-01 0.7478733E-01  10.08933      9.843333    
  1984.3 0.7850356E-01 0.7451999E-01  10.78864      10.34333    
  1984.4 0.6813087E-01 0.7283015E-01  9.892246      8.973333    
  1985.1 0.5824521E-01 0.7279936E-01  10.51823      8.183333    
  1985.2 0.5313770E-01 0.7288834E-01  11.47806      7.523333    
  1985.3 0.5046295E-01 0.7210537E-01  11.66772      7.103333    
  1985.4 0.5026356E-01 0.7054201E-01  11.34510      7.146667    
  1986.1 0.5478796E-01 0.7015712E-01  9.963928      6.886667    
  1986.2 0.5601189E-01 0.7180384E-01  9.399626      6.130000    
  1986.3 0.5973244E-01 0.6991001E-01  9.570198      5.533333    
  1986.4 0.5931601E-01 0.6835172E-01  9.737480      5.340000    
  1987.1 0.5849217E-01 0.6620689E-01  9.206513      5.533333    
  1987.2 0.5534951E-01 0.6280795E-01  8.987613      5.733333    
  1987.3 0.5209782E-01 0.6014193E-01  9.623634      6.033333    
  1987.4 0.4854713E-01 0.5868976E-01  10.44769      6.003333    
  1988.1 0.4363320E-01 0.5727587E-01  9.999568      5.760000    
  1988.2 0.4212295E-01 0.5487146E-01  9.321759      6.230000    
  1988.3 0.4549276E-01 0.5492451E-01  8.510534      6.993333    
  1988.4 0.4687788E-01 0.5350265E-01  7.480109      7.703333    
  1989.1 0.4811856E-01 0.5215423E-01  6.861298      8.533333    
  1989.2 0.4911898E-01 0.5244464E-01  6.737918      8.440000    
  1989.3 0.4557992E-01 0.5277223E-01  6.455956      7.850000    
  1989.4 0.4117437E-01 0.5373561E-01  6.160199      7.633333    
  1990.1 0.3980842E-01 0.5300361E-01  6.471811      7.756667    
  1990.2 0.4318496E-01 0.5337414E-01  4.479800      7.766667    
  1990.3 0.3739638E-01 0.5687498E-01  3.698748      7.493333    
  1990.4 0.2990397E-01 0.6113686E-01  6.069900      7.023333    
  1991.1 0.2489521E-01 0.6574073E-01  7.432133      6.053333    
  1991.2 0.2529840E-01 0.6823443E-01  6.735231      5.593333    
  1991.3 0.2762175E-01 0.6853392E-01  5.781270      5.406667    
  1991.4 0.2797816E-01 0.7096660E-01  5.722643      4.583333    
  1992.1 0.3274785E-01 0.7379080E-01  6.075620      3.910000    
  1992.2 0.3862175E-01 0.7594573E-01  6.034867      3.723333    
  1992.3 0.4303062E-01 0.7626478E-01  5.567380      3.130000    
  1992.4 0.4821986E-01 0.7406133E-01  5.129033      3.076667    
  1993.1 0.5080098E-01 0.7149713E-01  4.732944      2.993333    
  1993.2 0.5168526E-01 0.7068857E-01  4.530398      2.983333    
  1993.3 0.5451222E-01 0.6799552E-01  4.277498      3.020000    
  1993.4 0.5962432E-01 0.6619143E-01  3.848145      3.080000    
  1994.1 0.6167969E-01 0.6555817E-01  3.564196      3.250000    
  1994.2 0.6104983E-01 0.6165512E-01  3.333615      4.036667    
  1994.3 0.5954057E-01 0.6001291E-01  3.124009      4.510000    
  1994.4 0.5549476E-01 0.5619378E-01  3.440996      5.283333    
  1995.1 0.4867293E-01 0.5477964E-01  4.108904      5.780000    
  1995.2 0.4499599E-01 0.5674622E-01  4.480429      5.623333    
  1995.3 0.3835817E-01 0.5658385E-01  5.662312      5.380000    
  1995.4 0.3581526E-01 0.5572015E-01  5.471340      5.270000    
  1996.1 0.4103030E-01 0.5545427E-01  5.020838      4.950000    
  1996.2 0.3968247E-01 0.5470120E-01  5.415163      5.040000    
  1996.3 0.3356739E-01 0.5259294E-01  6.036167      5.136667    
  1996.4 0.3645957E-01 0.5310254E-01  4.755497      4.970000    
  1997.1 0.3842804E-01 0.5223738E-01  3.883965      5.063333    
  1997.2 0.3938731E-01 0.4974959E-01  4.247014      5.073333    
  1997.3 0.3938680E-01 0.4858023E-01  5.195194      5.056667    
  1997.4 0.4199955E-01 0.4680572E-01  5.786735      5.086667    
  1998.1 0.4172951E-01 0.4637954E-01  5.395899      5.053333    
  1998.2 0.4253981E-01 0.4414228E-01  5.214800      4.976667    
  1998.3 0.4195297E-01 0.4528502E-01  5.797826      4.823333    
  1998.4 0.4386675E-01 0.4429607E-01  6.479707      4.253333    
  1999.1 0.4140484E-01 0.4284456E-01  7.754406      4.406667    
  1999.2 0.4189401E-01 0.4248440E-01  8.018696      4.453333    
  1999.3 0.3763801E-01 0.4243400E-01  8.782891      4.650000    
  1999.4 0.3752849E-01 0.4077788E-01  8.264053      5.043333    
  2000.1 0.3098332E-01 0.4048765E-01  8.306755      5.520000    
  2000.2 0.3381935E-01 0.3947782E-01  8.206714      5.713333    
  2000.3 0.3804936E-01 0.4030117E-01  7.444353      6.016667    
  2000.4 0.4251364E-01 0.3918419E-01  6.534751      6.016667    
  2001.1 0.4197954E-01 0.4230321E-01  6.412340      4.816667    
  2001.2 0.4164014E-01 0.4411448E-01  7.382137      3.660000    
  2001.3 0.4055552E-01 0.4819249E-01  8.233285      3.170000    
  2001.4 0.4275540E-01 0.5537421E-01  8.748417      1.906667    
  2002.1 0.4037453E-01 0.5705425E-01  9.534333      1.820000    
  2002.2 0.4180499E-01 0.5845793E-01  9.644386      1.716667    
  2002.3 0.5120103E-01 0.5732000E-01  9.145176      1.643333    
  2002.4 0.5578383E-01 0.5851777E-01  7.653095      1.333333    
  2003.1 0.5955075E-01 0.5873963E-01  7.034612      1.156667    
  2003.2 0.6167453E-01 0.6152488E-01  6.775668      1.043333    
  2003.3 0.6447694E-01 0.6107130E-01  6.715693     0.9300000    
  2003.4 0.6051686E-01 0.5820932E-01  5.507733     0.9166667    
  2004.1 0.5934736E-01 0.5687648E-01  5.353166     0.9166667    
  2004.2 0.5598970E-01 0.5595400E-01  5.698672      1.076667    
  2004.3 0.5254552E-01 0.5440757E-01  5.780941      1.486667    
  2004.4 0.4996992E-01 0.5396538E-01  5.250446      2.006667    
  2005.1 0.4772239E-01 0.5292068E-01  5.058289      2.536667    
  2005.2 0.4317569E-01 0.5115378E-01  5.957318      2.863333    
  2005.3 0.3931246E-01 0.4975337E-01  7.113195      3.360000    
  2005.4 0.3918628E-01 0.4964352E-01  7.899503      3.826667    
  2006.1 0.3934418E-01 0.4731667E-01  7.232767      4.393333    
  2006.2 0.4357778E-01 0.4666969E-01  6.592915      4.703333    
  2006.3 0.5219704E-01 0.4655398E-01  6.249016      4.906667    
  2006.4 0.5832033E-01 0.4466963E-01  5.853889      4.903333    
  2007.1 0.6366701E-01 0.4536088E-01  4.316630      4.983333    
  2007.2 0.6558188E-01 0.4507805E-01  2.710102      4.736667    
  2007.3 0.6677887E-01 0.4670151E-01  2.118483      4.303333    
  2007.4 0.6928103E-01 0.4813029E-01  1.167017      3.390000    
  2008.1 0.6622869E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.6518468E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.7012313E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.7415458E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8133000E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8816726E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9509842E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9761466E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9988913E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9799121E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1005875     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9900626E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9683953E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9679834E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9755535E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9606645E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9864271E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1010810     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1018082     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1007315     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1022079     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1031380     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1077775     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1102886     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1100463     0.7353172E-01 0.6260502     0.2222305    
  2014.2 0.1098286     0.7371212E-01 0.4737553     0.2267692    
  2014.3 0.1071145     0.7344075E-01 0.2722840     0.2727381    
  2014.4 0.1032348     0.7270034E-01 0.5382231     0.3896289    
  2015.1 0.9925581E-01 0.7163268E-01 0.8710024     0.5446822    
  2015.2 0.9423547E-01 0.7041296E-01 0.6259562     0.7056998    
  2015.3 0.9360947E-01 0.6919799E-01 0.2249090     0.8622789    
  2015.4 0.9201815E-01 0.6810526E-01  0.000000      1.011500    
  2016.1 0.9300327E-01 0.6720077E-01  0.000000      1.148466    
  2016.2 0.8953953E-01 0.6650839E-01 0.6913458      1.268463    
  2016.3 0.8198360E-01 0.6602361E-01  1.803365      1.370028    
  2016.4 0.8425893E-01 0.6572500E-01  0.000000      1.454232    
  2017.1 0.8273604E-01 0.6557762E-01  0.000000      1.523254    
  2017.2 0.8554408E-01 0.6554472E-01 0.6523118      1.579320    
  2017.3 0.8691556E-01 0.6559437E-01  1.564988      1.624370    
  2017.4 0.8533193E-01 0.6569973E-01  1.097860      1.660170    
  2018.1 0.8444330E-01 0.6583532E-01  1.490796      1.688692    
  2018.2 0.8326391E-01 0.6598118E-01  1.586148      1.711782    
  2018.3 0.8265715E-01 0.6612472E-01 0.7076908      1.730742    
  2018.4 0.8678402E-01 0.6625905E-01 0.2151214      1.746369    
  2019.1 0.8568127E-01 0.6637441E-01 0.5305656      1.759767    
  2019.2 0.8420946E-01 0.6646188E-01 0.7642837      1.772234    
  2019.3 0.8207116E-01 0.6651811E-01 0.7445325      1.784603    
  2019.4 0.7906191E-01 0.6654506E-01 0.9093875      1.797049    
  2020.1 0.7484048E-01 0.6654177E-01  2.056719      1.809908    
  2020.2 0.7127813E-01 0.6650849E-01  2.764608      1.823601    
  2020.3 0.7151746E-01 0.6644969E-01  2.098919      1.838160    
  2020.4 0.7595833E-01 0.6637212E-01  1.154563      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.256672307429E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.241483813134E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.21575422308E-06  0.95750130097E-06  0.93017329636E-06

X VALUES

  0.46997506347E+00  0.10698090602E+01 -0.12129465962E+00

MEAN OF DEPENDENT VARIABLE   749999.222806895

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.469975063       0.015458159   30.40304
  2       1.100000000       1.069809060       0.069478720   15.39765
  3      -0.100000000      -0.121294660       0.068054151   -1.78233

SE of equation          =      0.010880001
Sum of squared residuals =  0.241483813E-01   0.624185570E-01
Sum of ABS residuals     =  0.714808244    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99966

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.261019805112E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     114 IER= 4 F=  0.179010091286E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.13870589999E-07  0.47107854339E-06  0.57771944668E-06

X VALUES

  0.62915266645E+00  0.12219372037E+01 -0.26518780094E+00

MEAN OF DEPENDENT VARIABLE   749999.222473101

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.629152666       0.017314104   36.33758
  2       1.100000000       1.221937204       0.067064712   18.22027
  3      -0.100000000      -0.265187801       0.063288252   -4.19016

SE of equation          =      0.009367499
Sum of squared residuals =  0.179010091E-01  -0.166429233    
Sum of ABS residuals     =  0.708783870    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99978

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.354580806022E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.322721122612E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.19289567789E-06  0.28108956196E-05  0.28643699489E-05

X VALUES

  0.48377329690E+00  0.11494274703E+01 -0.20836872588E+00

MEAN OF DEPENDENT VARIABLE   749999.262594867

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.483773297       0.021528586   22.47121
  2       1.100000000       1.149427470       0.070083527   16.40082
  3      -0.100000000      -0.208368726       0.067871307   -3.07006

SE of equation          =      0.012964718
Sum of squared residuals =  0.322721123E-01   0.668241339E-01
Sum of ABS residuals     =  0.850101526    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96737

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.478406101869E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      85 IER= 4 F=  0.427871277390E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10656764573E-04 -0.18581425345E-05 -0.19430195287E-05

X VALUES

  0.49613616564E+00  0.10190612876E+01 -0.62910705057E-01

MEAN OF DEPENDENT VARIABLE   749999.259260968

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.496136166       0.012696505   39.07659
  2       1.100000000       1.019061288       0.070286671   14.49864
  3      -0.100000000      -0.062910705       0.067582523   -0.93087

SE of equation          =      0.014482432
Sum of squared residuals =  0.427871277E-01  -0.668421394E-01
Sum of ABS residuals     =   1.23917711    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99952

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.623830145477E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      96 IER= 3 F=  0.623687570281E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.20115097306E-06  0.12248744729E-05  0.71590222761E-06

X VALUES

  0.52138006693E+00  0.96745231762E+00 -0.31462682828E-01

MEAN OF DEPENDENT VARIABLE   749999.282342439

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.521380067       0.380844224    1.36901
  2       1.100000000       0.967452318       2.719031390    0.35581
  3      -0.100000000      -0.031462683       2.548995239   -0.01234

SE of equation          =      0.552927844
Sum of squared residuals =   62.3687570        8.73533343    
Sum of ABS residuals     =   10.0227922    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96866

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.285372053838E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      93 IER= 1 F=  0.283027939299E+01
IER =  1 NO IMPROVEMENT FOR ANY VALUE OF LAMDA TRIED

GRADIENT VALUES

 -0.20617796585E-08 -0.61560949427E-06 -0.40426803153E-06

X VALUES

  0.53955497432E+00  0.96473935233E+00 -0.12129108978E+00

MEAN OF DEPENDENT VARIABLE   749999.242797786

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.539554974       0.144232323    3.74087
  2       1.100000000       0.964739352       0.274103225    3.51962
  3      -0.100000000      -0.121291090       0.260663555   -0.46532

SE of equation          =      0.117787599
Sum of squared residuals =   2.83027939        2.70375360    
Sum of ABS residuals     =   4.85453122    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94629

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.850341105621E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      91 IER= 4 F=  0.642956774634E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.68110162049E-06  0.16808349059E-04  0.19428091307E-04

X VALUES

  0.10115552085E+01  0.12930571253E+01 -0.31314113826E+00

MEAN OF DEPENDENT VARIABLE   749999.401175488

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.011555209       0.080528459   12.56146
  2       1.100000000       1.293057125       0.078914860   16.38547
  3      -0.100000000      -0.313141138       0.078679919   -3.97994

SE of equation          =      0.062613642
Sum of squared residuals =  0.642956775        1.15598911    
Sum of ABS residuals     =   4.84314276    
R squared                =    1.00000
Durbin-Watson statistic  =    1.83068

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.359141976358E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     112 IER= 4 F=  0.316956494878E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.44774096809E-07  0.15944013345E-06  0.66322004336E-06

X VALUES

  0.59727611998E+00  0.76838123167E+00 -0.12404337726E+00

MEAN OF DEPENDENT VARIABLE   749999.289572192

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.597276120       0.040520976   14.73992
  2       1.100000000       0.768381232       0.112141595    6.85188
  3      -0.100000000      -0.124043377       0.108497115   -1.14329

SE of equation          =      0.039417107
Sum of squared residuals =  0.316956495        1.90393048    
Sum of ABS residuals     =   3.61272099    
R squared                =    1.00000
Durbin-Watson statistic  =    1.60873

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.690358441727E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 3 F=  0.488807628181E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.44562883117E-08 -0.15827234980E-07 -0.84115939326E-08

X VALUES

  0.10780126176E+01  0.76285927162E+00  0.40223109849E-01

MEAN OF DEPENDENT VARIABLE   749999.279206513

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.078012618       0.086453722   12.46924
  2       1.100000000       0.762859272       0.080923164    9.42696
  3      -0.100000000       0.040223110       0.081808550    0.49167

SE of equation          =      0.054594270
Sum of squared residuals =  0.488807628       0.963302801    
Sum of ABS residuals     =   3.53764204    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98922

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.506628550539E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 3 F=  0.435258737496E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.13594984452E-07  0.68802886618E-08  0.45152566234E-08

X VALUES

  0.17831369965E+00  0.92464950231E+00 -0.66757125083E-01

MEAN OF DEPENDENT VARIABLE   749999.231739601

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.178313700       0.096340052    1.85088
  2       1.100000000       0.924649502       0.101247832    9.13254
  3      -0.100000000      -0.066757125       0.097517131   -0.68457

SE of equation          =      0.052821588
Sum of squared residuals =  0.435258737       0.538715816    
Sum of ABS residuals     =   3.43708184    
R squared                =    1.00000
Durbin-Watson statistic  =    1.78834

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.605266183612E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.515981031137E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.79814368241E-06 -0.48584287177E-05 -0.15630913249E-05

X VALUES

  0.50092014086E+00  0.83062651871E+00 -0.30927380419E+00

MEAN OF DEPENDENT VARIABLE   749999.278220387

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.500920141       0.047150317   10.62390
  2       1.100000000       0.830626519       0.100716177    8.24720
  3      -0.100000000      -0.309273804       0.095649393   -3.23341

SE of equation          =      0.050292333
Sum of squared residuals =  0.515981031        2.33686649    
Sum of ABS residuals     =   4.80608447    
R squared                =    1.00000
Durbin-Watson statistic  =    1.74704

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.732114157701E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      43 IER= 3 F=  0.687584899081E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.99648514009E-11  0.10197458327E-10

X VALUES

  0.10932489599E+01 -0.28579037503E+00

MEAN OF DEPENDENT VARIABLE   749999.268286709

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.093248960       0.148742559    7.34994
  2      -0.100000000      -0.285790375       0.141595967   -2.01835

SE of equation          =      0.024346367
Sum of squared residuals =  0.687584899E-01   0.889268049    
Sum of ABS residuals     =   1.30082290    
R squared                =    1.00000
Durbin-Watson statistic  =    1.19228

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.212595953601E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.209833371584E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.94378034548E-11  0.81415841623E-11

X VALUES

  0.11469484973E+01 -0.18750118262E+00

MEAN OF DEPENDENT VARIABLE   749999.230562137

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.146948497       0.112723956   10.17484
  2      -0.100000000      -0.187501183       0.112473256   -1.66707

SE of equation          =      0.032071716
Sum of squared residuals =  0.209833372       0.953497015    
Sum of ABS residuals     =   3.03288954    
R squared                =    1.00000
Durbin-Watson statistic  =    1.59594

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4750626E-01 0.5234225E-01 0.7367431      1.083667    
  1954.2 0.5059368E-01 0.5783462E-01 0.7617834     0.8143333    
  1954.3 0.4837244E-01 0.5970489E-01  1.526866     0.8696667    
  1954.4 0.4768988E-01 0.5361334E-01  1.990953      1.036333    
  1955.1 0.4411141E-01 0.4710636E-01  1.903751      1.256333    
  1955.2 0.3760523E-01 0.4380454E-01  2.885457      1.614333    
  1955.3 0.3186593E-01 0.4109694E-01  4.173309      1.861333    
  1955.4 0.3561755E-01 0.4208878E-01  2.060687      2.349333    
  1956.1 0.3729925E-01 0.4031458E-01 0.6007650      2.379333    
  1956.2 0.3995369E-01 0.4190614E-01  1.128585      2.596667    
  1956.3 0.4011393E-01 0.4128671E-01  1.904548      2.596667    
  1956.4 0.3844764E-01 0.4100540E-01  2.019220      3.063667    
  1957.1 0.3518171E-01 0.3946671E-01  1.808758      3.171667    
  1957.2 0.3385683E-01 0.4062513E-01  2.312406      3.157000    
  1957.3 0.3714600E-01 0.4207225E-01  2.808045      3.382333    
  1957.4 0.3688435E-01 0.4923487E-01  3.201612      3.343333    
  1958.1 0.3639458E-01 0.6275076E-01  3.305983      1.838000    
  1958.2 0.3664871E-01 0.7359928E-01  3.399248      1.017667    
  1958.3 0.3820011E-01 0.7309055E-01  2.706000      1.710667    
  1958.4 0.3737056E-01 0.6352766E-01  2.676631      2.787667    
  1959.1 0.3890107E-01 0.5798631E-01  2.879795      2.800333    
  1959.2 0.3992778E-01 0.5104500E-01  2.702653      3.019333    
  1959.3 0.5460099E-01 0.5287044E-01  1.761324      3.533000    
  1959.4 0.5741649E-01 0.5592834E-01  1.720131      4.299333    
  1960.1 0.5507453E-01 0.5159512E-01  2.011708      3.943000    
  1960.2 0.4955809E-01 0.5225835E-01  2.481415      3.092333    
  1960.3 0.4581895E-01 0.5549938E-01  2.800183      2.390333    
  1960.4 0.4133841E-01 0.6251647E-01  3.482964      2.360667    
  1961.1 0.3241922E-01 0.6773354E-01  3.994848      2.376667    
  1961.2 0.2688132E-01 0.6971717E-01  4.170064      2.324667    
  1961.3 0.2555508E-01 0.6749309E-01  4.733006      2.324667    
  1961.4 0.2030372E-01 0.6171891E-01  5.734295      2.475000    
  1962.1 0.1941158E-01 0.5614436E-01  6.472324      2.739000    
  1962.2 0.2099953E-01 0.5482584E-01  6.485942      2.716000    
  1962.3 0.2607868E-01 0.5539051E-01  6.312625      2.858000    
  1962.4 0.2750644E-01 0.5505923E-01  5.151299      2.803333    
  1963.1 0.3308951E-01 0.5779253E-01  4.574171      2.909000    
  1963.2 0.3820459E-01 0.5680856E-01  4.411910      2.941333    
  1963.3 0.4190660E-01 0.5493742E-01  4.240833      3.280667    
  1963.4 0.4478097E-01 0.5572673E-01  4.195169      3.499333    
  1964.1 0.4166850E-01 0.5457706E-01  4.594062      3.538000    
  1964.2 0.4130266E-01 0.5220257E-01  4.865542      3.481333    
  1964.3 0.4217863E-01 0.4989598E-01  5.174839      3.504000    
  1964.4 0.4423780E-01 0.4953597E-01  5.642844      3.685000    
  1965.1 0.4833958E-01 0.4871666E-01  5.312787      3.899667    
  1965.2 0.5131236E-01 0.4655354E-01  4.906706      3.879000    
  1965.3 0.4966205E-01 0.4351989E-01  5.488564      3.859667    
  1965.4 0.4781817E-01 0.4102298E-01  6.686515      4.158667    
  1966.1 0.4537262E-01 0.3848268E-01  7.170572      4.630667    
  1966.2 0.5269678E-01 0.3807639E-01  4.289520      4.597333    
  1966.3 0.4778307E-01 0.3750700E-01  2.951767      5.047667    
  1966.4 0.3872779E-01 0.3683286E-01  5.509525      5.246000    
  1967.1 0.2894723E-01 0.3809930E-01  7.621884      4.533667    
  1967.2 0.3136733E-01 0.3806934E-01  5.531768      3.657333    
  1967.3 0.2371792E-01 0.3784696E-01  4.414218      4.344667    
  1967.4 0.1342057E-01 0.3915978E-01  7.249189      4.787333    
  1968.1 0.2442169E-02 0.3728355E-01  9.144839      5.064667    
  1968.2-0.3016245E-02 0.3537721E-01  9.546133      5.510000    
  1968.3-0.7759905E-02 0.3510557E-01  9.638122      5.226333    
  1968.4-0.7326916E-02 0.3392130E-01  9.859772      5.580667    
  1969.1-0.4136229E-02 0.3376971E-01  9.971915      6.137667    
  1969.2-0.4110844E-03 0.3424592E-01  9.354087      6.240000    
  1969.3 0.5476451E-02 0.3590757E-01  9.673587      7.046667    
  1969.4 0.7882462E-02 0.3581941E-01  11.11327      7.317667    
  1970.1 0.6654772E-02 0.4159508E-01  11.37559      7.262667    
  1970.2 0.1718637E-01 0.4746577E-01  9.908377      6.752333    
  1970.3 0.2523127E-01 0.5169088E-01  8.210658      6.374667    
  1970.4 0.3374470E-01 0.5802797E-01  7.440084      5.358333    
  1971.1 0.4747754E-01 0.5914467E-01  6.473482      3.863333    
  1971.2 0.5008698E-01 0.5907857E-01  6.492617      4.206000    
  1971.3 0.4869407E-01 0.5983336E-01  7.390157      5.050333    
  1971.4 0.4266107E-01 0.5954344E-01  8.251561      4.234333    
  1972.1 0.4278196E-01 0.5768041E-01  8.530105      3.435333    
  1972.2 0.4563721E-01 0.5658509E-01  8.102993      3.748333    
  1972.3 0.4729393E-01 0.5584112E-01  8.221888      4.241333    
  1972.4 0.4524549E-01 0.5304486E-01  9.023600      4.851333    
  1973.1 0.4002998E-01 0.4950510E-01  9.719874      5.639667    
  1973.2 0.4352392E-01 0.4889844E-01  9.392083      6.608333    
  1973.3 0.4649098E-01 0.4793204E-01  8.458999      8.388333    
  1973.4 0.5113243E-01 0.4769321E-01  8.016589      7.461667    
  1974.1 0.5507481E-01 0.5085049E-01  8.290657      7.600333    
  1974.2 0.5611560E-01 0.5161500E-01  8.304239      8.268000    
  1974.3 0.5553433E-01 0.5583721E-01  8.537066      8.286333    
  1974.4 0.5522711E-01 0.6556479E-01  8.716147      7.336000    
  1975.1 0.5251494E-01 0.8217515E-01  8.906425      5.873333    
  1975.2 0.5283270E-01 0.8828988E-01  9.044060      5.400667    
  1975.3 0.5370872E-01 0.8467753E-01  9.397188      6.336667    
  1975.4 0.5461221E-01 0.8259670E-01  9.234816      5.684333    
  1976.1 0.5800265E-01 0.7723461E-01  8.474980      4.953333    
  1976.2 0.6514918E-01 0.7526804E-01  7.690268      5.168667    
  1976.3 0.7276060E-01 0.7700112E-01  6.492109      5.168667    
  1976.4 0.7521714E-01 0.7733424E-01  5.881550      4.698000    
  1977.1 0.8182591E-01 0.7493048E-01  5.623401      4.624000    
  1977.2 0.8198081E-01 0.7104693E-01  6.262215      4.828667    
  1977.3 0.7993669E-01 0.6864221E-01  6.750908      5.472000    
  1977.4 0.7508164E-01 0.6612385E-01  7.578168      6.137000    
  1978.1 0.7412663E-01 0.6326666E-01  7.386995      6.408000    
  1978.2 0.7842745E-01 0.5999476E-01  6.397893      6.481000    
  1978.3 0.8019058E-01 0.6021465E-01  5.088313      7.315333    
  1978.4 0.8182644E-01 0.5883992E-01  4.419894      8.680333    
  1979.1 0.8056108E-01 0.5877879E-01  4.949448      9.357667    
  1979.2 0.7646163E-01 0.5714052E-01  5.266887      9.372333    
  1979.3 0.7204349E-01 0.5868435E-01  6.648471      9.631333    
  1979.4 0.6764223E-01 0.5940129E-01  12.75431      11.80367    
  1980.1 0.6395463E-01 0.6296949E-01  11.60704      13.45867    
  1980.2 0.6222034E-01 0.7323656E-01  8.689713      10.04933    
  1980.3 0.6401725E-01 0.7680771E-01  8.966246      9.235333    
  1980.4 0.6517809E-01 0.7398623E-01  10.55966      13.70967    
  1981.1 0.6688413E-01 0.7426606E-01  9.157903      14.36900    
  1981.2 0.7754399E-01 0.7398937E-01  9.876196      14.82900    
  1981.3 0.8607963E-01 0.7417361E-01  7.765647      15.08733    
  1981.4 0.9348726E-01 0.8241053E-01  6.006988      12.02267    
  1982.1 0.9489489E-01 0.8843563E-01  10.34939      12.89500    
  1982.2 0.9536325E-01 0.9425762E-01  12.68222      12.35900    
  1982.3 0.9582578E-01 0.9942961E-01  10.02688      9.705333    
  1982.4 0.9278130E-01 0.1067659      8.086960      7.935000    
  1983.1 0.8404160E-01 0.1039701      8.053915      8.081333    
  1983.2 0.7452213E-01 0.1010214      9.107487      8.420667    
  1983.3 0.6247007E-01 0.9360138E-01  9.968414      9.186667    
  1983.4 0.5525796E-01 0.8541760E-01  10.11039      8.793333    
  1984.1 0.4830430E-01 0.7871758E-01  10.62061      9.133333    
  1984.2 0.4404331E-01 0.7478733E-01  11.03379      9.843333    
  1984.3 0.3777847E-01 0.7451999E-01  12.19125      10.34333    
  1984.4 0.3384062E-01 0.7283015E-01  11.90036      8.973333    
  1985.1 0.3190408E-01 0.7279936E-01  12.52723      8.183333    
  1985.2 0.3092667E-01 0.7288834E-01  12.89142      7.523333    
  1985.3 0.3328912E-01 0.7210537E-01  11.93447      7.103333    
  1985.4 0.4225210E-01 0.7054201E-01  10.53674      7.146667    
  1986.1 0.5349673E-01 0.7015712E-01  8.926172      6.886667    
  1986.2 0.5949787E-01 0.7180384E-01  8.221323      6.130000    
  1986.3 0.6131802E-01 0.6991001E-01  8.392806      5.533333    
  1986.4 0.6089875E-01 0.6835172E-01  8.349566      5.340000    
  1987.1 0.5960648E-01 0.6620689E-01  7.906394      5.533333    
  1987.2 0.5655930E-01 0.6280795E-01  7.514110      5.733333    
  1987.3 0.5426134E-01 0.6014193E-01  7.578581      6.033333    
  1987.4 0.5352082E-01 0.5868976E-01  7.319609      6.003333    
  1988.1 0.5394317E-01 0.5727587E-01  7.050999      5.760000    
  1988.2 0.5300247E-01 0.5487146E-01  6.370032      6.230000    
  1988.3 0.5483715E-01 0.5492451E-01  5.737482      6.993333    
  1988.4 0.5440226E-01 0.5350265E-01  4.476603      7.703333    
  1989.1 0.5135252E-01 0.5215423E-01  5.113025      8.533333    
  1989.2 0.4860049E-01 0.5244464E-01  6.533486      8.440000    
  1989.3 0.5045554E-01 0.5277223E-01  7.177722      7.850000    
  1989.4 0.4897435E-01 0.5373561E-01  5.939916      7.633333    
  1990.1 0.5473898E-01 0.5300361E-01  5.065652      7.756667    
  1990.2 0.5178192E-01 0.5337414E-01  5.448733      7.766667    
  1990.3 0.4509395E-01 0.5687498E-01  6.355306      7.493333    
  1990.4 0.4656864E-01 0.6113686E-01  5.300035      7.023333    
  1991.1 0.4669697E-01 0.6574073E-01  4.440109      6.053333    
  1991.2 0.4840632E-01 0.6823443E-01  4.703613      5.593333    
  1991.3 0.5034329E-01 0.6853392E-01  4.852090      5.406667    
  1991.4 0.5336551E-01 0.7096660E-01  4.405746      4.583333    
  1992.1 0.5362276E-01 0.7379080E-01  3.870818      3.910000    
  1992.2 0.5605234E-01 0.7594573E-01  3.829002      3.723333    
  1992.3 0.5540568E-01 0.7626478E-01  3.788399      3.130000    
  1992.4 0.5562904E-01 0.7406133E-01  3.500316      3.076667    
  1993.1 0.5320564E-01 0.7149713E-01  3.738230      2.993333    
  1993.2 0.5824245E-01 0.7068857E-01  3.076683      2.983333    
  1993.3 0.6169506E-01 0.6799552E-01  1.791754      3.020000    
  1993.4 0.6602507E-01 0.6619143E-01  1.192453      3.080000    
  1994.1 0.6581120E-01 0.6555817E-01  1.820656      3.250000    
  1994.2 0.6493738E-01 0.6165512E-01  2.233228      4.036667    
  1994.3 0.6290537E-01 0.6001291E-01  2.255284      4.510000    
  1994.4 0.5917718E-01 0.5619378E-01  2.373748      5.283333    
  1995.1 0.5558290E-01 0.5477964E-01  2.978506      5.780000    
  1995.2 0.5035700E-01 0.5674622E-01  3.650225      5.623333    
  1995.3 0.4989355E-01 0.5658385E-01  4.108601      5.380000    
  1995.4 0.4638127E-01 0.5572015E-01  3.184231      5.270000    
  1996.1 0.4620420E-01 0.5545427E-01  3.338046      4.950000    
  1996.2 0.4675501E-01 0.5470120E-01  3.904999      5.040000    
  1996.3 0.4826702E-01 0.5259294E-01  3.865897      5.136667    
  1996.4 0.4733553E-01 0.5310254E-01  3.877881      4.970000    
  1997.1 0.5020763E-01 0.5223738E-01  3.534125      5.063333    
  1997.2 0.5216691E-01 0.4974959E-01  3.194919      5.073333    
  1997.3 0.5404958E-01 0.4858023E-01  2.672267      5.056667    
  1997.4 0.5479736E-01 0.4680572E-01  2.410790      5.086667    
  1998.1 0.5932503E-01 0.4637954E-01  1.989386      5.053333    
  1998.2 0.6362730E-01 0.4414228E-01  1.558744      4.976667    
  1998.3 0.6647924E-01 0.4528502E-01 0.9084082      4.823333    
  1998.4 0.6658573E-01 0.4429607E-01 0.6644099      4.253333    
  1999.1 0.7033212E-01 0.4284456E-01  1.047346      4.406667    
  1999.2 0.6737812E-01 0.4248440E-01  1.772119      4.453333    
  1999.3 0.6227630E-01 0.4243400E-01  2.960950      4.650000    
  1999.4 0.5689081E-01 0.4077788E-01  3.473817      5.043333    
  2000.1 0.5059235E-01 0.4048765E-01  4.336997      5.520000    
  2000.2 0.4888021E-01 0.3947782E-01  4.508491      5.713333    
  2000.3 0.5109856E-01 0.4030117E-01  4.023567      6.016667    
  2000.4 0.5144378E-01 0.3918419E-01  3.978238      6.016667    
  2001.1 0.5661030E-01 0.4230321E-01  4.236704      4.816667    
  2001.2 0.5288391E-01 0.4411448E-01  5.404532      3.660000    
  2001.3 0.4444417E-01 0.4819249E-01  6.470275      3.170000    
  2001.4 0.4529494E-01 0.5537421E-01  5.438956      1.906667    
  2002.1 0.4231366E-01 0.5705425E-01  6.131275      1.820000    
  2002.2 0.4351417E-01 0.5845793E-01  6.725694      1.716667    
  2002.3 0.4272356E-01 0.5732000E-01  6.817993      1.643333    
  2002.4 0.4158156E-01 0.5851777E-01  7.041015      1.333333    
  2003.1 0.4466598E-01 0.5873963E-01  7.544329      1.156667    
  2003.2 0.4762382E-01 0.6152488E-01  6.967254      1.043333    
  2003.3 0.5016932E-01 0.6107130E-01  5.551525     0.9300000    
  2003.4 0.5777978E-01 0.5820932E-01  4.716374     0.9166667    
  2004.1 0.5738088E-01 0.5687648E-01  4.499970     0.9166667    
  2004.2 0.5868176E-01 0.5595400E-01  4.430176      1.076667    
  2004.3 0.6053551E-01 0.5440757E-01  3.713005      1.486667    
  2004.4 0.6519597E-01 0.5396538E-01  2.731589      2.006667    
  2005.1 0.6784772E-01 0.5292068E-01  2.434525      2.536667    
  2005.2 0.7252785E-01 0.5115378E-01  1.954835      2.863333    
  2005.3 0.7331219E-01 0.4975337E-01  1.104500      3.360000    
  2005.4 0.7404469E-01 0.4964352E-01 0.5749113      3.826667    
  2006.1 0.7303698E-01 0.4731667E-01 0.4588194      4.393333    
  2006.2 0.7151517E-01 0.4666969E-01 0.9650259      4.703333    
  2006.3 0.7404695E-01 0.4655398E-01  1.403674      4.906667    
  2006.4 0.7396175E-01 0.4466963E-01  1.501453      4.903333    
  2007.1 0.7045636E-01 0.4536088E-01  1.450511      4.983333    
  2007.2 0.6446557E-01 0.4507805E-01  2.437365      4.736667    
  2007.3 0.5957805E-01 0.4670151E-01  3.579234      4.303333    
  2007.4 0.5603095E-01 0.4813029E-01  4.797718      3.390000    
  2008.1 0.5443747E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5573098E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5885304E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6238757E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7150834E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7707734E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8450940E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8693292E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9482754E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9891648E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1051964     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1065906     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1035613     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1012964     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1018143     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1013178     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9576468E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9573353E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9572043E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9631785E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9859552E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9746963E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9988318E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9802517E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.9555317E-01 0.7353172E-01  1.130215     0.2222305    
  2014.2 0.9500502E-01 0.7371212E-01  1.617329     0.2267692    
  2014.3 0.9353849E-01 0.7344075E-01  1.473671     0.2727381    
  2014.4 0.9041936E-01 0.7270034E-01  1.469726     0.3896289    
  2015.1 0.8882138E-01 0.7163268E-01  1.722722     0.5446822    
  2015.2 0.8926935E-01 0.7041296E-01  1.839030     0.7056998    
  2015.3 0.9003017E-01 0.6919799E-01  1.747974     0.8622789    
  2015.4 0.8990830E-01 0.6810526E-01  1.650640      1.011500    
  2016.1 0.9333470E-01 0.6720077E-01 0.8718291      1.148466    
  2016.2 0.9689233E-01 0.6650839E-01 0.2172059      1.268463    
  2016.3 0.9969906E-01 0.6602361E-01  0.000000      1.370028    
  2016.4 0.9871786E-01 0.6572500E-01  0.000000      1.454232    
  2017.1 0.1011035     0.6557762E-01  0.000000      1.523254    
  2017.2 0.1020095     0.6554472E-01  0.000000      1.579320    
  2017.3 0.1036463     0.6559437E-01  0.000000      1.624370    
  2017.4 0.1070681     0.6569973E-01  0.000000      1.660170    
  2018.1 0.1073406     0.6583532E-01 0.6148646E-01  1.688692    
  2018.2 0.1084762     0.6598118E-01 0.1626484      1.711782    
  2018.3 0.1036838     0.6612472E-01  1.467598      1.730742    
  2018.4 0.9825905E-01 0.6625905E-01 0.4061086      1.746369    
  2019.1 0.9396883E-01 0.6637441E-01  0.000000      1.759767    
  2019.2 0.9001268E-01 0.6646188E-01 0.5548965      1.772234    
  2019.3 0.9019859E-01 0.6651811E-01 0.8199972      1.784603    
  2019.4 0.8901000E-01 0.6654506E-01 0.3154229      1.797049    
  2020.1 0.8897400E-01 0.6654177E-01 0.3022796E-01  1.809908    
  2020.2 0.8784660E-01 0.6650849E-01  0.000000      1.823601    
  2020.3 0.8755966E-01 0.6644969E-01 0.3528555      1.838160    
  2020.4 0.8573014E-01 0.6637212E-01 0.7955548      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.358820670698E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.328140538560E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.40523104115E-05  0.12250686248E-04  0.12619917397E-04

X VALUES

  0.56442714225E+00  0.10603333805E+01 -0.12421248232E+00

MEAN OF DEPENDENT VARIABLE   749999.222946019

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.564427142       0.023546680   23.97056
  2       1.100000000       1.060333380       0.076536406   13.85397
  3      -0.100000000      -0.124212482       0.073664365   -1.68619

SE of equation          =      0.012682792
Sum of squared residuals =  0.328140539E-01   0.144569103    
Sum of ABS residuals     =  0.904943871    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98078

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.241499227707E-01

TERMINATION. ITERS=    9 FUNCTION EVALS=     151 IER= 4 F=  0.111623699510E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.17566594943E-08  0.76193478586E-08  0.87317213734E-08

X VALUES

  0.64880568242E+00  0.72376833503E+00  0.17634167643E+00

MEAN OF DEPENDENT VARIABLE   749999.227460311

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.648805682       0.014765931   43.93937
  2       1.100000000       0.723768335       0.069440376   10.42287
  3      -0.100000000       0.176341676       0.063739434    2.76660

SE of equation          =      0.007397128
Sum of squared residuals =  0.111623700E-01  -0.236173897E-01
Sum of ABS residuals     =  0.607680890    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99430

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.431050558493E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.368742781545E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.78633335558E-08  0.26713318704E-06  0.28488480453E-06

X VALUES

  0.47567741323E+00  0.10879891084E+01 -0.20457598691E+00

MEAN OF DEPENDENT VARIABLE   749999.256180234

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.475677413       0.026273809   18.10462
  2       1.100000000       1.087989108       0.069535072   15.64662
  3      -0.100000000      -0.204575987       0.065835090   -3.10740

SE of equation          =      0.013858338
Sum of squared residuals =  0.368742782E-01   0.251995443    
Sum of ABS residuals     =  0.968724049    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99588

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.423795075678E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.351477222742E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.16861377035E-05  0.18821809537E-04  0.19336982680E-04

X VALUES

  0.48537149732E+00  0.12786480080E+01 -0.31605982296E+00

MEAN OF DEPENDENT VARIABLE   749999.241417983

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.485371497       0.016547690   29.33168
  2       1.100000000       1.278648008       0.066657004   19.18250
  3      -0.100000000      -0.316059823       0.063941885   -4.94292

SE of equation          =      0.013126034
Sum of squared residuals =  0.351477223E-01  -0.266684838    
Sum of ABS residuals     =   1.10941318    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99888

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.269894498620E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.269699838261E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.22290387597E-05  0.13159715746E-04  0.15185175200E-04

X VALUES

  0.54400744161E+00  0.14553272329E+01 -0.48043955367E+00

MEAN OF DEPENDENT VARIABLE   749999.251100604

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.544007442       0.286039873    1.90186
  2       1.100000000       1.455327233       1.519530421    0.95775
  3      -0.100000000      -0.480439554       1.457822142   -0.32956

SE of equation          =      0.363601159
Sum of squared residuals =   26.9699838        5.71486941    
Sum of ABS residuals     =   7.28633653    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95783

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.794476355478E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      83 IER= 4 F=  0.792303305918E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.42995074931E-04 -0.10117748007E-04 -0.76334670585E-05

X VALUES

  0.45223892425E+00  0.84015689460E+00  0.83652790165E-01

MEAN OF DEPENDENT VARIABLE   749999.217490832

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.452238924       0.277921854    1.62722
  2       1.100000000       0.840156895       0.421858646    1.99156
  3      -0.100000000       0.083652790       0.413321684    0.20239

SE of equation          =      0.197074598
Sum of squared residuals =   7.92303306        3.43493252    
Sum of ABS residuals     =   6.52890105    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96295

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.100407377876E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      91 IER= 4 F=  0.873785316402E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.20023143428E-06 -0.10544637407E-05 -0.36339734127E-06

X VALUES

  0.99830052385E+00  0.11529711913E+01 -0.17384144299E+00

MEAN OF DEPENDENT VARIABLE   749999.405747333

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.998300524       0.112513642    8.87271
  2       1.100000000       1.152971191       0.082855297   13.91548
  3      -0.100000000      -0.173841443       0.083132590   -2.09113

SE of equation          =      0.072992871
Sum of squared residuals =  0.873785316        1.64950423    
Sum of ABS residuals     =   5.65961318    
R squared                =    1.00000
Durbin-Watson statistic  =    1.89657

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.293247065910E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     114 IER= 4 F=  0.258842476750E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.37407672347E-06  0.19420923952E-06  0.84238171993E-07

X VALUES

  0.55466253407E+00  0.77306953854E+00 -0.82718209046E-02

MEAN OF DEPENDENT VARIABLE   749999.293773122

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.554662534       0.047643593   11.64191
  2       1.100000000       0.773069539       0.094060024    8.21890
  3      -0.100000000      -0.008271821       0.089925424   -0.09199

SE of equation          =      0.035620720
Sum of squared residuals =  0.258842477        1.16415121    
Sum of ABS residuals     =   3.65613089    
R squared                =    1.00000
Durbin-Watson statistic  =    1.67641

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.978512946480E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.869833839750E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.15894931075E-07 -0.24194253574E-05 -0.31552231321E-05

X VALUES

  0.65073572066E+00  0.84865105957E+00  0.19168073060E-01

MEAN OF DEPENDENT VARIABLE   749999.218391423

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.650735721       0.146513917    4.44146
  2       1.100000000       0.848651060       0.085992664    9.86888
  3      -0.100000000       0.019168073       0.082068878    0.23356

SE of equation          =      0.072827638
Sum of squared residuals =  0.869833840      -0.711057986    
Sum of ABS residuals     =   4.52765831    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99716

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.317737934062E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.270531212086E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.47159514853E-07  0.13402530014E-06  0.14284741384E-06

X VALUES

  0.22991565847E+00  0.83192608024E+00  0.81358210198E-01

MEAN OF DEPENDENT VARIABLE   749999.287580001

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.229915658       0.095748422    2.40125
  2       1.100000000       0.831926080       0.074938873   11.10140
  3      -0.100000000       0.081358210       0.074644201    1.08995

SE of equation          =      0.041643420
Sum of squared residuals =  0.270531212        1.06695697    
Sum of ABS residuals     =   3.04207661    
R squared                =    1.00000
Durbin-Watson statistic  =    1.81244

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.407054959468E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.318875312752E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.71738032540E-05 -0.52184718117E-06  0.80341574707E-06

X VALUES

  0.52162482933E+00  0.10535286873E+01 -0.47170998183E+00

MEAN OF DEPENDENT VARIABLE   749999.287243864

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.521624829       0.035823933   14.56079
  2       1.100000000       1.053528687       0.082406393   12.78455
  3      -0.100000000      -0.471709982       0.079415043   -5.93981

SE of equation          =      0.039536240
Sum of squared residuals =  0.318875313        1.08193027    
Sum of ABS residuals     =   4.11224399    
R squared                =    1.00000
Durbin-Watson statistic  =    1.71542

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.106548284258E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      41 IER= 3 F=  0.985384613368E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.88037191891E-12 -0.10083681698E-11

X VALUES

  0.11822663391E+01 -0.41287859602E+00

MEAN OF DEPENDENT VARIABLE   749999.274492093

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.182266339       0.126054460    9.37901
  2      -0.100000000      -0.412878596       0.134599191   -3.06747

SE of equation          =      0.029145660
Sum of squared residuals =  0.985384613E-01    1.01374959    
Sum of ABS residuals     =   1.53583243    
R squared                =    1.00000
Durbin-Watson statistic  =    1.66212

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.364370605096E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.327957887796E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.19189676876E-10 -0.19519134347E-10

X VALUES

  0.13017425054E+01 -0.39815091357E+00

MEAN OF DEPENDENT VARIABLE   749999.269872517

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.301742505       0.076268716   17.06784
  2      -0.100000000      -0.398150914       0.076607211   -5.19730

SE of equation          =      0.040095345
Sum of squared residuals =  0.327957888        1.71557775    
Sum of ABS residuals     =   3.82106525    
R squared                =    1.00000
Durbin-Watson statistic  =    1.65976

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4776334E-01 0.5234225E-01 0.7681584      1.083667    
  1954.2 0.5423604E-01 0.5783462E-01 0.8198982     0.8143333    
  1954.3 0.5706494E-01 0.5970489E-01  1.635175     0.8696667    
  1954.4 0.5855449E-01 0.5361334E-01  2.469096      1.036333    
  1955.1 0.5740244E-01 0.4710636E-01  3.128493      1.256333    
  1955.2 0.5624395E-01 0.4380454E-01  2.917765      1.614333    
  1955.3 0.5273991E-01 0.4109694E-01  2.028386      1.861333    
  1955.4 0.5591458E-01 0.4208878E-01  1.832566      2.349333    
  1956.1 0.5396190E-01 0.4031458E-01  3.044617      2.379333    
  1956.2 0.5024435E-01 0.4190614E-01  3.589177      2.596667    
  1956.3 0.4692472E-01 0.4128671E-01  2.915124      2.596667    
  1956.4 0.4908353E-01 0.4100540E-01  2.615809      3.063667    
  1957.1 0.4600878E-01 0.3946671E-01  3.162257      3.171667    
  1957.2 0.4116864E-01 0.4062513E-01  4.558356      3.157000    
  1957.3 0.3942687E-01 0.4207225E-01  5.347364      3.382333    
  1957.4 0.3646099E-01 0.4923487E-01  6.008971      3.343333    
  1958.1 0.3535995E-01 0.6275076E-01  5.648397      1.838000    
  1958.2 0.3767591E-01 0.7359928E-01  5.159903      1.017667    
  1958.3 0.4518558E-01 0.7309055E-01  4.126645      1.710667    
  1958.4 0.5208125E-01 0.6352766E-01  3.073536      2.787667    
  1959.1 0.5761618E-01 0.5798631E-01  2.782993      2.800333    
  1959.2 0.6851607E-01 0.5104500E-01 0.2940954      3.019333    
  1959.3 0.8074795E-01 0.5287044E-01  0.000000      3.533000    
  1959.4 0.7746255E-01 0.5592834E-01  2.048834      4.299333    
  1960.1 0.7334541E-01 0.5159512E-01  2.723208      3.943000    
  1960.2 0.6554345E-01 0.5225835E-01  2.381648      3.092333    
  1960.3 0.5827338E-01 0.5549938E-01  2.902022      2.390333    
  1960.4 0.4879997E-01 0.6251647E-01  4.258107      2.360667    
  1961.1 0.3867781E-01 0.6773354E-01  5.103260      2.376667    
  1961.2 0.2874646E-01 0.6971717E-01  5.949724      2.324667    
  1961.3 0.2134593E-01 0.6749309E-01  6.868430      2.324667    
  1961.4 0.1815519E-01 0.6171891E-01  7.400705      2.475000    
  1962.1 0.1579065E-01 0.5614436E-01  7.324402      2.739000    
  1962.2 0.1592165E-01 0.5482584E-01  7.449281      2.716000    
  1962.3 0.1543953E-01 0.5539051E-01  7.806744      2.858000    
  1962.4 0.2069458E-01 0.5505923E-01  7.720957      2.803333    
  1963.1 0.2304555E-01 0.5779253E-01  8.411490      2.909000    
  1963.2 0.2949964E-01 0.5680856E-01  8.390489      2.941333    
  1963.3 0.3379223E-01 0.5493742E-01  7.909835      3.280667    
  1963.4 0.3928851E-01 0.5572673E-01  7.513988      3.499333    
  1964.1 0.5040859E-01 0.5457706E-01  6.352386      3.538000    
  1964.2 0.5377739E-01 0.5220257E-01  5.901114      3.481333    
  1964.3 0.5489885E-01 0.4989598E-01  6.524382      3.504000    
  1964.4 0.5309143E-01 0.4953597E-01  6.960773      3.685000    
  1965.1 0.5600024E-01 0.4871666E-01  6.392521      3.899667    
  1965.2 0.5775968E-01 0.4655354E-01  5.411954      3.879000    
  1965.3 0.5750617E-01 0.4351989E-01  5.024454      3.859667    
  1965.4 0.5571874E-01 0.4102298E-01  5.550834      4.158667    
  1966.1 0.5320021E-01 0.3848268E-01  5.045750      4.630667    
  1966.2 0.5168670E-01 0.3807639E-01  3.736148      4.597333    
  1966.3 0.5297517E-01 0.3750700E-01  3.135138      5.047667    
  1966.4 0.5662518E-01 0.3683286E-01  2.296608      5.246000    
  1967.1 0.5305839E-01 0.3809930E-01  3.479453      4.533667    
  1967.2 0.5185802E-01 0.3806934E-01  4.552877      3.657333    
  1967.3 0.5106901E-01 0.3784696E-01  4.688946      4.344667    
  1967.4 0.5011935E-01 0.3915978E-01  4.981493      4.787333    
  1968.1 0.4623501E-01 0.3728355E-01  5.138292      5.064667    
  1968.2 0.4115256E-01 0.3537721E-01  5.642547      5.510000    
  1968.3 0.3451238E-01 0.3510557E-01  6.420784      5.226333    
  1968.4 0.3437225E-01 0.3392130E-01  6.943223      5.580667    
  1969.1 0.2937723E-01 0.3376971E-01  7.427583      6.137667    
  1969.2 0.3538608E-01 0.3424592E-01  6.610229      6.240000    
  1969.3 0.4062619E-01 0.3590757E-01  5.169090      7.046667    
  1969.4 0.4891933E-01 0.3581941E-01  4.397206      7.317667    
  1970.1 0.5676131E-01 0.4159508E-01  3.773832      7.262667    
  1970.2 0.5772565E-01 0.4746577E-01  4.278106      6.752333    
  1970.3 0.5669174E-01 0.5169088E-01  5.218238      6.374667    
  1970.4 0.6107163E-01 0.5802797E-01  3.069985      5.358333    
  1971.1 0.6144709E-01 0.5914467E-01  1.532345      3.863333    
  1971.2 0.6264164E-01 0.5907857E-01  2.178165      4.206000    
  1971.3 0.5966658E-01 0.5983336E-01  3.096163      5.050333    
  1971.4 0.5565478E-01 0.5954344E-01  3.545617      4.234333    
  1972.1 0.5121560E-01 0.5768041E-01  3.612317      3.435333    
  1972.2 0.4734517E-01 0.5658509E-01  4.681866      3.748333    
  1972.3 0.4430350E-01 0.5584112E-01  6.164019      4.241333    
  1972.4 0.4191084E-01 0.5304486E-01  7.635052      4.851333    
  1973.1 0.4234220E-01 0.4950510E-01  7.587389      5.639667    
  1973.2 0.4600135E-01 0.4889844E-01  6.889566      6.608333    
  1973.3 0.4943985E-01 0.4793204E-01  6.518714      8.388333    
  1973.4 0.5398696E-01 0.4769321E-01  6.044335      7.461667    
  1974.1 0.6389196E-01 0.5085049E-01  5.386994      7.600333    
  1974.2 0.6671214E-01 0.5161500E-01  5.363899      8.268000    
  1974.3 0.6808526E-01 0.5583721E-01  6.397543      8.286333    
  1974.4 0.6782658E-01 0.6556479E-01  6.671632      7.336000    
  1975.1 0.6644163E-01 0.8217515E-01  6.684740      5.873333    
  1975.2 0.6892924E-01 0.8828988E-01  6.411445      5.400667    
  1975.3 0.7181689E-01 0.8467753E-01  6.739269      6.336667    
  1975.4 0.7402935E-01 0.8259670E-01  6.922512      5.684333    
  1976.1 0.7397079E-01 0.7723461E-01  7.305120      4.953333    
  1976.2 0.7557004E-01 0.7526804E-01  7.388282      5.168667    
  1976.3 0.7470648E-01 0.7700112E-01  7.373992      5.168667    
  1976.4 0.7084671E-01 0.7733424E-01  7.501856      4.698000    
  1977.1 0.7212444E-01 0.7493048E-01  8.519240      4.624000    
  1977.2 0.7038327E-01 0.7104693E-01  9.075266      4.828667    
  1977.3 0.7048430E-01 0.6864221E-01  8.288900      5.472000    
  1977.4 0.7594050E-01 0.6612385E-01  7.311582      6.137000    
  1978.1 0.8490862E-01 0.6326666E-01  6.602043      6.408000    
  1978.2 0.9571070E-01 0.5999476E-01  3.936511      6.481000    
  1978.3 0.9451394E-01 0.6021465E-01  2.429357      7.315333    
  1978.4 0.8588582E-01 0.5883992E-01  4.496165      8.680333    
  1979.1 0.7757988E-01 0.5877879E-01  7.091864      9.357667    
  1979.2 0.7109173E-01 0.5714052E-01  7.325797      9.372333    
  1979.3 0.6461247E-01 0.5868435E-01  6.492144      9.631333    
  1979.4 0.6755538E-01 0.5940129E-01  9.457264      11.80367    
  1980.1 0.6572009E-01 0.6296949E-01  11.34962      13.45867    
  1980.2 0.6491791E-01 0.7323656E-01  9.838146      10.04933    
  1980.3 0.6882545E-01 0.7680771E-01  8.721741      9.235333    
  1980.4 0.7734971E-01 0.7398623E-01  10.34561      13.70967    
  1981.1 0.7930326E-01 0.7426606E-01  10.87180      14.36900    
  1981.2 0.8329719E-01 0.7398937E-01  10.39385      14.82900    
  1981.3 0.9024942E-01 0.7417361E-01  9.003430      15.08733    
  1981.4 0.9474022E-01 0.8241053E-01  9.462553      12.02267    
  1982.1 0.9561494E-01 0.8843563E-01  11.50532      12.89500    
  1982.2 0.9888640E-01 0.9425762E-01  10.55491      12.35900    
  1982.3 0.1003820     0.9942961E-01  8.080482      9.705333    
  1982.4 0.9972394E-01 0.1067659      6.831630      7.935000    
  1983.1 0.9767014E-01 0.1039701      6.549635      8.081333    
  1983.2 0.9681563E-01 0.1010214      6.466550      8.420667    
  1983.3 0.8921302E-01 0.9360138E-01  6.261818      9.186667    
  1983.4 0.8328260E-01 0.8541760E-01  5.988458      8.793333    
  1984.1 0.8211284E-01 0.7871758E-01  5.532549      9.133333    
  1984.2 0.7760017E-01 0.7478733E-01  5.798191      9.843333    
  1984.3 0.7742051E-01 0.7451999E-01  6.159938      10.34333    
  1984.4 0.7435249E-01 0.7283015E-01  6.491292      8.973333    
  1985.1 0.7046015E-01 0.7279936E-01  6.582422      8.183333    
  1985.2 0.6842877E-01 0.7288834E-01  6.639235      7.523333    
  1985.3 0.6083993E-01 0.7210537E-01  6.819107      7.103333    
  1985.4 0.5526578E-01 0.7054201E-01  7.116125      7.146667    
  1986.1 0.5126807E-01 0.7015712E-01  7.109548      6.886667    
  1986.2 0.4339663E-01 0.7180384E-01  7.994704      6.130000    
  1986.3 0.3696373E-01 0.6991001E-01  9.336952      5.533333    
  1986.4 0.3420966E-01 0.6835172E-01  9.963076      5.340000    
  1987.1 0.3222093E-01 0.6620689E-01  10.45358      5.533333    
  1987.2 0.3580864E-01 0.6280795E-01  10.03035      5.733333    
  1987.3 0.4096420E-01 0.6014193E-01  9.828541      6.033333    
  1987.4 0.4624085E-01 0.5868976E-01  9.695546      6.003333    
  1988.1 0.6023016E-01 0.5727587E-01  8.718973      5.760000    
  1988.2 0.6372493E-01 0.5487146E-01  8.089580      6.230000    
  1988.3 0.5864172E-01 0.5492451E-01  8.478844      6.993333    
  1988.4 0.5667405E-01 0.5350265E-01  7.494806      7.703333    
  1989.1 0.5287172E-01 0.5215423E-01  7.032735      8.533333    
  1989.2 0.4821404E-01 0.5244464E-01  7.667066      8.440000    
  1989.3 0.4571206E-01 0.5277223E-01  8.014262      7.850000    
  1989.4 0.4631335E-01 0.5373561E-01  7.715518      7.633333    
  1990.1 0.4857861E-01 0.5300361E-01  7.060244      7.756667    
  1990.2 0.5192868E-01 0.5337414E-01  6.451428      7.766667    
  1990.3 0.5847197E-01 0.5687498E-01  5.358950      7.493333    
  1990.4 0.6298646E-01 0.6113686E-01  4.675304      7.023333    
  1991.1 0.6499827E-01 0.6574073E-01  3.781207      6.053333    
  1991.2 0.6742448E-01 0.6823443E-01  3.601849      5.593333    
  1991.3 0.7235413E-01 0.6853392E-01  2.994584      5.406667    
  1991.4 0.7623356E-01 0.7096660E-01  2.005042      4.583333    
  1992.1 0.7714049E-01 0.7379080E-01  3.101284      3.910000    
  1992.2 0.7493000E-01 0.7594573E-01  4.121174      3.723333    
  1992.3 0.7425722E-01 0.7626478E-01  3.557681      3.130000    
  1992.4 0.7751912E-01 0.7406133E-01  2.758536      3.076667    
  1993.1 0.8465112E-01 0.7149713E-01  2.203620      2.993333    
  1993.2 0.8685073E-01 0.7068857E-01  1.522037      2.983333    
  1993.3 0.8797316E-01 0.6799552E-01  1.442125      3.020000    
  1993.4 0.8656515E-01 0.6619143E-01  1.982525      3.080000    
  1994.1 0.8066819E-01 0.6555817E-01  2.168674      3.250000    
  1994.2 0.7295105E-01 0.6165512E-01  2.510057      4.036667    
  1994.3 0.6344255E-01 0.6001291E-01  3.154349      4.510000    
  1994.4 0.5696702E-01 0.5619378E-01  3.782011      5.283333    
  1995.1 0.5050698E-01 0.5477964E-01  4.277984      5.780000    
  1995.2 0.4442264E-01 0.5674622E-01  5.256233      5.623333    
  1995.3 0.4393351E-01 0.5658385E-01  5.776236      5.380000    
  1995.4 0.4305295E-01 0.5572015E-01  6.250690      5.270000    
  1996.1 0.4765475E-01 0.5545427E-01  6.071019      4.950000    
  1996.2 0.5220363E-01 0.5470120E-01  5.571050      5.040000    
  1996.3 0.5988033E-01 0.5259294E-01  4.891733      5.136667    
  1996.4 0.6104564E-01 0.5310254E-01  3.322525      4.970000    
  1997.1 0.6397243E-01 0.5223738E-01  3.536972      5.063333    
  1997.2 0.6525090E-01 0.4974959E-01  4.003896      5.073333    
  1997.3 0.6211360E-01 0.4858023E-01  4.285525      5.056667    
  1997.4 0.5799339E-01 0.4680572E-01  4.307943      5.086667    
  1998.1 0.5748948E-01 0.4637954E-01  4.306144      5.053333    
  1998.2 0.5640616E-01 0.4414228E-01  3.824303      4.976667    
  1998.3 0.5477266E-01 0.4528502E-01  3.987165      4.823333    
  1998.4 0.5217964E-01 0.4429607E-01  4.399401      4.253333    
  1999.1 0.4839666E-01 0.4284456E-01  4.687698      4.406667    
  1999.2 0.4745068E-01 0.4248440E-01  4.758199      4.453333    
  1999.3 0.4466230E-01 0.4243400E-01  4.472422      4.650000    
  1999.4 0.4116419E-01 0.4077788E-01  4.333900      5.043333    
  2000.1 0.3309173E-01 0.4048765E-01  5.451176      5.520000    
  2000.2 0.3785997E-01 0.3947782E-01  5.199484      5.713333    
  2000.3 0.4374097E-01 0.4030117E-01  3.620477      6.016667    
  2000.4 0.4972036E-01 0.3918419E-01  2.650836      6.016667    
  2001.1 0.4924603E-01 0.4230321E-01  3.023186      4.816667    
  2001.2 0.4674951E-01 0.4411448E-01  4.208899      3.660000    
  2001.3 0.4335959E-01 0.4819249E-01  4.864802      3.170000    
  2001.4 0.4389423E-01 0.5537421E-01  4.815530      1.906667    
  2002.1 0.4040205E-01 0.5705425E-01  5.067154      1.820000    
  2002.2 0.3813997E-01 0.5845793E-01  5.151848      1.716667    
  2002.3 0.3622280E-01 0.5732000E-01  5.219054      1.643333    
  2002.4 0.3780669E-01 0.5851777E-01  4.988608      1.333333    
  2003.1 0.4204463E-01 0.5873963E-01  4.688345      1.156667    
  2003.2 0.4697226E-01 0.6152488E-01  3.702442      1.043333    
  2003.3 0.4915687E-01 0.6107130E-01  3.360452     0.9300000    
  2003.4 0.4562055E-01 0.5820932E-01  3.869125     0.9166667    
  2004.1 0.4108693E-01 0.5687648E-01  4.655484     0.9166667    
  2004.2 0.4490744E-01 0.5595400E-01  4.102117      1.076667    
  2004.3 0.4307538E-01 0.5440757E-01  3.071137      1.486667    
  2004.4 0.4572009E-01 0.5396538E-01  2.588098      2.006667    
  2005.1 0.4719055E-01 0.5292068E-01  3.615983      2.536667    
  2005.2 0.4678872E-01 0.5115378E-01  4.496288      2.863333    
  2005.3 0.4261579E-01 0.4975337E-01  4.847595      3.360000    
  2005.4 0.3800233E-01 0.4964352E-01  5.039702      3.826667    
  2006.1 0.3809188E-01 0.4731667E-01  4.847266      4.393333    
  2006.2 0.3962507E-01 0.4666969E-01  4.538965      4.703333    
  2006.3 0.4003257E-01 0.4655398E-01  4.453212      4.906667    
  2006.4 0.4384220E-01 0.4466963E-01  3.559936      4.903333    
  2007.1 0.4215075E-01 0.4536088E-01  3.236553      4.983333    
  2007.2 0.4069234E-01 0.4507805E-01  3.995172      4.736667    
  2007.3 0.4105271E-01 0.4670151E-01  4.350829      4.303333    
  2007.4 0.4455307E-01 0.4813029E-01  4.107326      3.390000    
  2008.1 0.4797414E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5674186E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5332485E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5117059E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.5034874E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.5430590E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.5795416E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.6124956E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.6505736E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.6880736E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.7330194E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.7465355E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.7760151E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.8180529E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.8520870E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8563817E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8659106E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8866226E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8954584E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8963804E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.8930965E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.8908780E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.8686536E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.8611952E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8136749E-01 0.7353172E-01 0.2848194     0.2222305    
  2014.2 0.7838396E-01 0.7371212E-01 0.6906027     0.2267692    
  2014.3 0.7476094E-01 0.7344075E-01  1.164368     0.2727381    
  2014.4 0.7433382E-01 0.7270034E-01  1.278472     0.3896289    
  2015.1 0.7002708E-01 0.7163268E-01  2.033539     0.5446822    
  2015.2 0.6916349E-01 0.7041296E-01  2.618397     0.7056998    
  2015.3 0.6701668E-01 0.6919799E-01  2.800187     0.8622789    
  2015.4 0.6375419E-01 0.6810526E-01  2.980760      1.011500    
  2016.1 0.6303168E-01 0.6720077E-01  3.694889      1.148466    
  2016.2 0.6634983E-01 0.6650839E-01  4.168949      1.268463    
  2016.3 0.7399923E-01 0.6602361E-01  4.199960      1.370028    
  2016.4 0.7765493E-01 0.6572500E-01  2.750847      1.454232    
  2017.1 0.7780343E-01 0.6557762E-01  2.068538      1.523254    
  2017.2 0.8102996E-01 0.6554472E-01  1.906018      1.579320    
  2017.3 0.8353378E-01 0.6559437E-01  1.967676      1.624370    
  2017.4 0.8536450E-01 0.6569973E-01  2.014097      1.660170    
  2018.1 0.9180860E-01 0.6583532E-01  1.039129      1.688692    
  2018.2 0.9130611E-01 0.6598118E-01 0.6486711      1.711782    
  2018.3 0.8804271E-01 0.6612472E-01  1.492300      1.730742    
  2018.4 0.8441620E-01 0.6625905E-01  1.757876      1.746369    
  2019.1 0.8224422E-01 0.6637441E-01  1.075038      1.759767    
  2019.2 0.8009473E-01 0.6646188E-01 0.3139347      1.772234    
  2019.3 0.8147059E-01 0.6651811E-01 0.4263026      1.784603    
  2019.4 0.8028431E-01 0.6654506E-01 0.8550547      1.797049    
  2020.1 0.8331495E-01 0.6654177E-01 0.4708810      1.809908    
  2020.2 0.8176450E-01 0.6650849E-01 0.4603191      1.823601    
  2020.3 0.7910619E-01 0.6644969E-01  1.402653      1.838160    
  2020.4 0.7704320E-01 0.6637212E-01  1.640880      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.438762938357E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     120 IER= 4 F=  0.394878682989E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.15926387021E-06 -0.56578765751E-07 -0.60916931730E-07

X VALUES

  0.47771769742E+00  0.10186078443E+01 -0.16841056678E+00

MEAN OF DEPENDENT VARIABLE   749999.224759421

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.477717697       0.022763293   20.98632
  2       1.100000000       1.018607844       0.069237687   14.71175
  3      -0.100000000      -0.168410567       0.067531512   -2.49381

SE of equation          =      0.013912871
Sum of squared residuals =  0.394878683E-01   0.231900900    
Sum of ABS residuals     =   1.08799451    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97766

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.226466525375E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 4 F=  0.140673524240E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.12578096716E-05 -0.78647847351E-04 -0.84120159470E-04

X VALUES

  0.64789947555E+00  0.10513212809E+01 -0.11000558590E+00

MEAN OF DEPENDENT VARIABLE   749999.241833471

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.647899476       0.019350128   33.48296
  2       1.100000000       1.051321281       0.069921366   15.03577
  3      -0.100000000      -0.110005586       0.065317394   -1.68417

SE of equation          =      0.008304072
Sum of squared residuals =  0.140673524E-01   0.260994010E-01
Sum of ABS residuals     =  0.641217385    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99998

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.720733944247E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.596020814298E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.20105050278E-05  0.30620163693E-05  0.75954203969E-07

X VALUES

  0.47290380972E+00  0.12999827361E+01 -0.39035288898E+00

MEAN OF DEPENDENT VARIABLE   749999.271448732

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.472903810       0.032971983   14.34260
  2       1.100000000       1.299982736       0.066330733   19.59850
  3      -0.100000000      -0.390352889       0.064465855   -6.05519

SE of equation          =      0.017618953
Sum of squared residuals =  0.596020814E-01   0.361123810    
Sum of ABS residuals     =   1.24181153    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98170

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.540589678451E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     110 IER= 4 F=  0.411359423469E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.14420974228E-06  0.20777081064E-06  0.22206841371E-06

X VALUES

  0.44340813574E+00  0.14465617608E+01 -0.45400718588E+00

MEAN OF DEPENDENT VARIABLE   749999.248244034

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.443408136       0.013044839   33.99108
  2       1.100000000       1.446561761       0.063920537   22.63063
  3      -0.100000000      -0.454007186       0.063592966   -7.13927

SE of equation          =      0.014200239
Sum of squared residuals =  0.411359423E-01  -0.427930663    
Sum of ABS residuals     =   1.25789525    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99707

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.407135204572E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      91 IER= 3 F=  0.406978430851E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.73355569822E-06 -0.29195218162E-07 -0.13390838161E-05

X VALUES

  0.55294140812E+00  0.11243990098E+01 -0.17916335919E+00

MEAN OF DEPENDENT VARIABLE   749999.276745925

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.552941408       0.404246140    1.36783
  2       1.100000000       1.124399010       2.148349983    0.52338
  3      -0.100000000      -0.179163359       2.018430787   -0.08876

SE of equation          =      0.446653368
Sum of squared residuals =   40.6978431        7.00669252    
Sum of ABS residuals     =   8.50412615    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96784

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.269946088098E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 4 F=  0.269353117856E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.31951281586E-09 -0.81744664847E-06 -0.77519496323E-06

X VALUES

  0.56290740148E+00  0.10122420638E+01 -0.64007267929E-01

MEAN OF DEPENDENT VARIABLE   749999.219239412

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.562907401       0.205641473    2.73732
  2       1.100000000       1.012242064       0.289937684    3.49124
  3      -0.100000000      -0.064007268       0.286749128   -0.22322

SE of equation          =      0.114906850
Sum of squared residuals =   2.69353118        2.26300807    
Sum of ABS residuals     =   4.94987375    
R squared                =    1.00000
Durbin-Watson statistic  =    1.90749

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.851967811055E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      79 IER= 4 F=  0.821012561079E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.60612009759E-05 -0.17622265938E-03 -0.19245308642E-03

X VALUES

  0.68103291494E+00  0.11169522140E+01 -0.14491362420E+00

MEAN OF DEPENDENT VARIABLE   749999.378253359

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.681032915       0.112708308    6.04244
  2       1.100000000       1.116952214       0.082198411   13.58849
  3      -0.100000000      -0.144913624       0.081953496   -1.76824

SE of equation          =      0.070754323
Sum of squared residuals =  0.821012561        1.37457920    
Sum of ABS residuals     =   5.08632152    
R squared                =    1.00000
Durbin-Watson statistic  =    1.85533

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.323567070475E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.282389927398E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.79770864431E-05 -0.89971871244E-05 -0.90376500635E-05

X VALUES

  0.62114045717E+00  0.10177847839E+01 -0.27792341149E+00

MEAN OF DEPENDENT VARIABLE   749999.268449049

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.621140457       0.044382741   13.99509
  2       1.100000000       1.017784784       0.099024973   10.27806
  3      -0.100000000      -0.277923411       0.098110936   -2.83275

SE of equation          =      0.037205703
Sum of squared residuals =  0.282389927       0.852913327    
Sum of ABS residuals     =   3.59274302    
R squared                =    1.00000
Durbin-Watson statistic  =    1.71714

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.760173804757E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.691668211134E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.44415648404E-07  0.22744659759E-09  0.82721027150E-07

X VALUES

  0.74409971204E+00  0.92987761056E+00 -0.58308861270E-01

MEAN OF DEPENDENT VARIABLE   749999.283196634

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.744099712       0.119986607    6.20152
  2       1.100000000       0.929877611       0.080285927   11.58207
  3      -0.100000000      -0.058308861       0.080196849   -0.72707

SE of equation          =      0.064942198
Sum of squared residuals =  0.691668211        1.00529310    
Sum of ABS residuals     =   3.77232369    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93684

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.290029484248E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     121 IER= 3 F=  0.208756959531E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.14432899320E-08 -0.76385638725E-09 -0.14960572159E-08

X VALUES

 -0.28921617808E-02  0.98961416637E+00 -0.96472910038E-01

MEAN OF DEPENDENT VARIABLE   749999.279627389

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000      -0.002892162       0.086031477   -0.03362
  2       1.100000000       0.989614166       0.075388236   13.12690
  3      -0.100000000      -0.096472910       0.074141761   -1.30120

SE of equation          =      0.036581220
Sum of squared residuals =  0.208756960       0.848079352    
Sum of ABS residuals     =   2.53912014    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99692

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.319894165102E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.270432937826E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.76172296757E-05  0.28454532868E-04  0.27467775245E-04

X VALUES

  0.45120120957E+00  0.87207580084E+00 -0.29213387679E+00

MEAN OF DEPENDENT VARIABLE   749999.271142805

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.451201210       0.037809745   11.93346
  2       1.100000000       0.872075801       0.093086157    9.36848
  3      -0.100000000      -0.292133877       0.089934562   -3.24829

SE of equation          =      0.036409500
Sum of squared residuals =  0.270432938        1.10573490    
Sum of ABS residuals     =   3.50357063    
R squared                =    1.00000
Durbin-Watson statistic  =    1.65452

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.100200775813E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      42 IER= 3 F=  0.855121864723E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.24831862630E-11 -0.31003383441E-11

X VALUES

  0.11736274008E+01 -0.49238389150E+00

MEAN OF DEPENDENT VARIABLE   749999.245474847

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.173627401       0.124238765    9.44655
  2      -0.100000000      -0.492383892       0.125440312   -3.92524

SE of equation          =      0.027150949
Sum of squared residuals =  0.855121865E-01   0.417271812    
Sum of ABS residuals     =   1.52351819    
R squared                =    1.00000
Durbin-Watson statistic  =    1.60470

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.418654823721E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      37 IER= 3 F=  0.377606956649E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.46911170626E-10  0.50269383898E-10

X VALUES

  0.13312403912E+01 -0.39201711179E+00

MEAN OF DEPENDENT VARIABLE   749999.288139761

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.331240391       0.074518502   17.86456
  2      -0.100000000      -0.392017112       0.073905857   -5.30428

SE of equation          =      0.043023418
Sum of squared residuals =  0.377606957        1.87025850    
Sum of ABS residuals     =   3.87734163    
R squared                =    1.00000
Durbin-Watson statistic  =    1.87144

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5013538E-01 0.5234225E-01  1.567845      1.083667    
  1954.2 0.5494662E-01 0.5783462E-01  1.492788     0.8143333    
  1954.3 0.5821553E-01 0.5970489E-01  1.126503     0.8696667    
  1954.4 0.6569232E-01 0.5361334E-01 0.5415835      1.036333    
  1955.1 0.7115500E-01 0.4710636E-01  0.000000      1.256333    
  1955.2 0.7248516E-01 0.4380454E-01 0.2656733      1.614333    
  1955.3 0.7047840E-01 0.4109694E-01  1.044587      1.861333    
  1955.4 0.6733541E-01 0.4208878E-01  2.032272      2.349333    
  1956.1 0.5841637E-01 0.4031458E-01  2.027599      2.379333    
  1956.2 0.5115955E-01 0.4190614E-01  2.340725      2.596667    
  1956.3 0.4946680E-01 0.4128671E-01  2.420013      2.596667    
  1956.4 0.4609685E-01 0.4100540E-01  2.415379      3.063667    
  1957.1 0.4165730E-01 0.3946671E-01  3.645580      3.171667    
  1957.2 0.3566685E-01 0.4062513E-01  4.787949      3.157000    
  1957.3 0.3382523E-01 0.4207225E-01  4.900231      3.382333    
  1957.4 0.3881707E-01 0.4923487E-01  4.333495      3.343333    
  1958.1 0.4617799E-01 0.6275076E-01  3.988414      1.838000    
  1958.2 0.5884807E-01 0.7359928E-01  1.282142      1.017667    
  1958.3 0.5819936E-01 0.7309055E-01  0.000000      1.710667    
  1958.4 0.5068235E-01 0.6352766E-01  2.393669      2.787667    
  1959.1 0.4461794E-01 0.5798631E-01  3.093941      2.800333    
  1959.2 0.4133488E-01 0.5104500E-01  1.845793      3.019333    
  1959.3 0.5662271E-01 0.5287044E-01  0.000000      3.533000    
  1959.4 0.6564334E-01 0.5592834E-01  0.000000      4.299333    
  1960.1 0.6579755E-01 0.5159512E-01  1.041568      3.943000    
  1960.2 0.6285768E-01 0.5225835E-01  1.869638      3.092333    
  1960.3 0.5670679E-01 0.5549938E-01  2.454701      2.390333    
  1960.4 0.4758144E-01 0.6251647E-01  3.360421      2.360667    
  1961.1 0.3979944E-01 0.6773354E-01  4.270413      2.376667    
  1961.2 0.4094262E-01 0.6971717E-01  4.026351      2.324667    
  1961.3 0.3971574E-01 0.6749309E-01  3.270477      2.324667    
  1961.4 0.3995305E-01 0.6171891E-01  3.198620      2.475000    
  1962.1 0.4209508E-01 0.5614436E-01  2.951043      2.739000    
  1962.2 0.4571443E-01 0.5482584E-01  2.811773      2.716000    
  1962.3 0.5319592E-01 0.5539051E-01  2.505993      2.858000    
  1962.4 0.5704748E-01 0.5505923E-01  2.494869      2.803333    
  1963.1 0.6055040E-01 0.5779253E-01  2.277015      2.909000    
  1963.2 0.5940003E-01 0.5680856E-01  2.931428      2.941333    
  1963.3 0.5600474E-01 0.5493742E-01  3.805606      3.280667    
  1963.4 0.4993971E-01 0.5572673E-01  4.958095      3.499333    
  1964.1 0.5200100E-01 0.5457706E-01  4.180391      3.538000    
  1964.2 0.5564993E-01 0.5220257E-01  3.254166      3.481333    
  1964.3 0.6388397E-01 0.4989598E-01  2.666109      3.504000    
  1964.4 0.6737394E-01 0.4953597E-01  2.794179      3.685000    
  1965.1 0.7047217E-01 0.4871666E-01  2.569309      3.899667    
  1965.2 0.6872513E-01 0.4655354E-01  1.923862      3.879000    
  1965.3 0.6424238E-01 0.4351989E-01  2.932469      3.859667    
  1965.4 0.5554374E-01 0.4102298E-01  5.308916      4.158667    
  1966.1 0.4861458E-01 0.3848268E-01  5.609401      4.630667    
  1966.2 0.3975786E-01 0.3807639E-01  5.877594      4.597333    
  1966.3 0.3313144E-01 0.3750700E-01  6.830937      5.047667    
  1966.4 0.3685602E-01 0.3683286E-01  4.802487      5.246000    
  1967.1 0.3904882E-01 0.3809930E-01  3.604921      4.533667    
  1967.2 0.4107185E-01 0.3806934E-01  4.073283      3.657333    
  1967.3 0.4339496E-01 0.3784696E-01  4.542904      4.344667    
  1967.4 0.4655186E-01 0.3915978E-01  4.152449      4.787333    
  1968.1 0.4700241E-01 0.3728355E-01  4.747749      5.064667    
  1968.2 0.4723341E-01 0.3537721E-01  5.168574      5.510000    
  1968.3 0.4552131E-01 0.3510557E-01  5.324390      5.226333    
  1968.4 0.4564800E-01 0.3392130E-01  5.753351      5.580667    
  1969.1 0.4167276E-01 0.3376971E-01  5.598732      6.137667    
  1969.2 0.4010628E-01 0.3424592E-01  5.432732      6.240000    
  1969.3 0.4320775E-01 0.3590757E-01  4.965697      7.046667    
  1969.4 0.4707224E-01 0.3581941E-01  4.561296      7.317667    
  1970.1 0.4518378E-01 0.4159508E-01  5.148293      7.262667    
  1970.2 0.4596879E-01 0.4746577E-01  5.623064      6.752333    
  1970.3 0.4658191E-01 0.5169088E-01  6.098411      6.374667    
  1970.4 0.4637093E-01 0.5802797E-01  6.733497      5.358333    
  1971.1 0.4957920E-01 0.5914467E-01  6.481827      3.863333    
  1971.2 0.4792161E-01 0.5907857E-01  6.983713      4.206000    
  1971.3 0.4638593E-01 0.5983336E-01  7.557145      5.050333    
  1971.4 0.4162269E-01 0.5954344E-01  8.713371      4.234333    
  1972.1 0.4149756E-01 0.5768041E-01  8.764702      3.435333    
  1972.2 0.5048450E-01 0.5658509E-01  7.588549      3.748333    
  1972.3 0.5728455E-01 0.5584112E-01  6.153377      4.241333    
  1972.4 0.6369110E-01 0.5304486E-01  5.563515      4.851333    
  1973.1 0.6659797E-01 0.4950510E-01  5.569972      5.639667    
  1973.2 0.7353159E-01 0.4889844E-01  5.126318      6.608333    
  1973.3 0.7712822E-01 0.4793204E-01  4.209559      8.388333    
  1973.4 0.7958894E-01 0.4769321E-01  3.868878      7.461667    
  1974.1 0.8239564E-01 0.5085049E-01  3.572189      7.600333    
  1974.2 0.7794759E-01 0.5161500E-01  4.258020      8.268000    
  1974.3 0.7048308E-01 0.5583721E-01  5.768446      8.286333    
  1974.4 0.7183914E-01 0.6556479E-01  3.983303      7.336000    
  1975.1 0.7231697E-01 0.8217515E-01  3.130365      5.873333    
  1975.2 0.7250465E-01 0.8828988E-01  3.365208      5.400667    
  1975.3 0.7270114E-01 0.8467753E-01  4.403567      6.336667    
  1975.4 0.6887515E-01 0.8259670E-01  5.092784      5.684333    
  1976.1 0.7083939E-01 0.7723461E-01  5.184456      4.953333    
  1976.2 0.6624892E-01 0.7526804E-01  5.837012      5.168667    
  1976.3 0.5472934E-01 0.7700112E-01  7.279634      5.168667    
  1976.4 0.4864056E-01 0.7733424E-01  7.194768      4.698000    
  1977.1 0.4797903E-01 0.7493048E-01  6.998104      4.624000    
  1977.2 0.4915259E-01 0.7104693E-01  7.221443      4.828667    
  1977.3 0.5086826E-01 0.6864221E-01  6.740817      5.472000    
  1977.4 0.5054634E-01 0.6612385E-01  6.708603      6.137000    
  1978.1 0.5038359E-01 0.6326666E-01  6.517940      6.408000    
  1978.2 0.4895572E-01 0.5999476E-01  6.493131      6.481000    
  1978.3 0.5049477E-01 0.6021465E-01  6.792644      7.315333    
  1978.4 0.4921781E-01 0.5883992E-01  7.145708      8.680333    
  1979.1 0.4930459E-01 0.5877879E-01  8.078286      9.357667    
  1979.2 0.4842513E-01 0.5714052E-01  8.602496      9.372333    
  1979.3 0.5045381E-01 0.5868435E-01  9.021749      9.631333    
  1979.4 0.5085307E-01 0.5940129E-01  11.15010      11.80367    
  1980.1 0.5097335E-01 0.6296949E-01  13.22184      13.45867    
  1980.2 0.5242996E-01 0.7323656E-01  12.23227      10.04933    
  1980.3 0.5535557E-01 0.7680771E-01  11.38897      9.235333    
  1980.4 0.5488128E-01 0.7398623E-01  14.44462      13.70967    
  1981.1 0.6381322E-01 0.7426606E-01  15.63282      14.36900    
  1981.2 0.6899590E-01 0.7398937E-01  16.03361      14.82900    
  1981.3 0.7373112E-01 0.7417361E-01  17.10934      15.08733    
  1981.4 0.7723901E-01 0.8241053E-01  17.70045      12.02267    
  1982.1 0.8106864E-01 0.8843563E-01  18.32705      12.89500    
  1982.2 0.8487987E-01 0.9425762E-01  15.45207      12.35900    
  1982.3 0.9149693E-01 0.9942961E-01  13.01776      9.705333    
  1982.4 0.9452474E-01 0.1067659      12.26735      7.935000    
  1983.1 0.9865392E-01 0.1039701      11.38804      8.081333    
  1983.2 0.1027180     0.1010214      9.924004      8.420667    
  1983.3 0.1034918     0.9360138E-01  8.578919      9.186667    
  1983.4 0.1040579     0.8541760E-01  7.264144      8.793333    
  1984.1 0.1077558     0.7871758E-01  5.934678      9.133333    
  1984.2 0.1076255     0.7478733E-01  5.382835      9.843333    
  1984.3 0.1098834     0.7451999E-01  5.068939      10.34333    
  1984.4 0.1069971     0.7283015E-01  4.967597      8.973333    
  1985.1 0.9852828E-01 0.7279936E-01  5.665428      8.183333    
  1985.2 0.8994315E-01 0.7288834E-01  6.296713      7.523333    
  1985.3 0.7974531E-01 0.7210537E-01  6.801765      7.103333    
  1985.4 0.7078947E-01 0.7054201E-01  7.259620      7.146667    
  1986.1 0.6501711E-01 0.7015712E-01  8.011614      6.886667    
  1986.2 0.5816488E-01 0.7180384E-01  8.519655      6.130000    
  1986.3 0.5097583E-01 0.6991001E-01  9.163948      5.533333    
  1986.4 0.4532091E-01 0.6835172E-01  9.760408      5.340000    
  1987.1 0.4442390E-01 0.6620689E-01  10.21582      5.533333    
  1987.2 0.4739820E-01 0.6280795E-01  9.981594      5.733333    
  1987.3 0.4790654E-01 0.6014193E-01  10.86223      6.033333    
  1987.4 0.4788811E-01 0.5868976E-01  9.301980      6.003333    
  1988.1 0.4752154E-01 0.5727587E-01  8.622585      5.760000    
  1988.2 0.5108459E-01 0.5487146E-01  8.523500      6.230000    
  1988.3 0.5504909E-01 0.5492451E-01  8.568119      6.993333    
  1988.4 0.5659695E-01 0.5350265E-01  8.369109      7.703333    
  1989.1 0.6097645E-01 0.5215423E-01  8.141379      8.533333    
  1989.2 0.6799232E-01 0.5244464E-01  5.490676      8.440000    
  1989.3 0.6284416E-01 0.5277223E-01  4.119512      7.850000    
  1989.4 0.5291550E-01 0.5373561E-01  6.356926      7.633333    
  1990.1 0.4455778E-01 0.5300361E-01  8.108467      7.756667    
  1990.2 0.3758540E-01 0.5337414E-01  7.683579      7.766667    
  1990.3 0.3879952E-01 0.5687498E-01  6.730962      7.493333    
  1990.4 0.4243302E-01 0.6113686E-01  5.491653      7.023333    
  1991.1 0.4508206E-01 0.6574073E-01  5.988019      6.053333    
  1991.2 0.4604819E-01 0.6823443E-01  6.833927      5.593333    
  1991.3 0.4977122E-01 0.6853392E-01  6.103694      5.406667    
  1991.4 0.5847427E-01 0.7096660E-01  4.630164      4.583333    
  1992.1 0.6905895E-01 0.7379080E-01  3.718028      3.910000    
  1992.2 0.7716356E-01 0.7594573E-01  2.714736      3.723333    
  1992.3 0.8167801E-01 0.7626478E-01  1.966616      3.130000    
  1992.4 0.8206022E-01 0.7406133E-01  1.986052      3.076667    
  1993.1 0.8471911E-01 0.7149713E-01  2.532393      2.993333    
  1993.2 0.9063086E-01 0.7068857E-01 0.2333384E-01  2.983333    
  1993.3 0.8541885E-01 0.6799552E-01  0.000000      3.020000    
  1993.4 0.7599912E-01 0.6619143E-01  2.710134      3.080000    
  1994.1 0.6528057E-01 0.6555817E-01  3.592460      3.250000    
  1994.2 0.5936459E-01 0.6165512E-01  3.340822      4.036667    
  1994.3 0.5315601E-01 0.6001291E-01  3.222658      4.510000    
  1994.4 0.4943605E-01 0.5619378E-01  3.382933      5.283333    
  1995.1 0.4649913E-01 0.5477964E-01  4.507287      5.780000    
  1995.2 0.4476437E-01 0.5674622E-01  5.161961      5.623333    
  1995.3 0.4726833E-01 0.5658385E-01  4.470162      5.380000    
  1995.4 0.5525414E-01 0.5572015E-01  3.308116      5.270000    
  1996.1 0.6563004E-01 0.5545427E-01  3.008592      4.950000    
  1996.2 0.7394983E-01 0.5470120E-01  2.381028      5.040000    
  1996.3 0.8033247E-01 0.5259294E-01 0.6800397      5.136667    
  1996.4 0.8859433E-01 0.5310254E-01  0.000000      4.970000    
  1997.1 0.9350538E-01 0.5223738E-01 0.3597383      5.063333    
  1997.2 0.9868358E-01 0.4974959E-01  0.000000      5.073333    
  1997.3 0.9191549E-01 0.4858023E-01  0.000000      5.056667    
  1997.4 0.8142501E-01 0.4680572E-01  1.792672      5.086667    
  1998.1 0.7300225E-01 0.4637954E-01  3.795831      5.053333    
  1998.2 0.6668260E-01 0.4414228E-01  4.319693      4.976667    
  1998.3 0.6506954E-01 0.4528502E-01  3.540063      4.823333    
  1998.4 0.6906077E-01 0.4429607E-01  2.658422      4.253333    
  1999.1 0.7172532E-01 0.4284456E-01  2.718301      4.406667    
  1999.2 0.7445991E-01 0.4248440E-01  2.263450      4.453333    
  1999.3 0.7866849E-01 0.4243400E-01  2.023336      4.650000    
  1999.4 0.8023920E-01 0.4077788E-01  1.967698      5.043333    
  2000.1 0.7474131E-01 0.4048765E-01  2.950800      5.520000    
  2000.2 0.7416782E-01 0.3947782E-01  3.022595      5.713333    
  2000.3 0.7676381E-01 0.4030117E-01  2.249766      6.016667    
  2000.4 0.7616235E-01 0.3918419E-01  2.088886      6.016667    
  2001.1 0.7068196E-01 0.4230321E-01  2.193817      4.816667    
  2001.2 0.6804770E-01 0.4411448E-01  3.041247      3.660000    
  2001.3 0.6520512E-01 0.4819249E-01  3.389659      3.170000    
  2001.4 0.6452918E-01 0.5537421E-01  3.080034      1.906667    
  2002.1 0.5967663E-01 0.5705425E-01  4.231661      1.820000    
  2002.2 0.5793258E-01 0.5845793E-01  4.875831      1.716667    
  2002.3 0.5504730E-01 0.5732000E-01  4.922008      1.643333    
  2002.4 0.5256892E-01 0.5851777E-01  5.252205      1.333333    
  2003.1 0.5131206E-01 0.5873963E-01  5.810770      1.156667    
  2003.2 0.5283901E-01 0.6152488E-01  5.666145      1.043333    
  2003.3 0.5476449E-01 0.6107130E-01  5.401307     0.9300000    
  2003.4 0.5444564E-01 0.5820932E-01  5.186628     0.9166667    
  2004.1 0.5553749E-01 0.5687648E-01  6.019318     0.9166667    
  2004.2 0.5583873E-01 0.5595400E-01  6.336026      1.076667    
  2004.3 0.5508407E-01 0.5440757E-01  5.474423      1.486667    
  2004.4 0.6157268E-01 0.5396538E-01  4.391712      2.006667    
  2005.1 0.7005173E-01 0.5292068E-01  3.225416      2.536667    
  2005.2 0.7301697E-01 0.5115378E-01  2.609118      2.863333    
  2005.3 0.7429587E-01 0.4975337E-01  2.324203      3.360000    
  2005.4 0.7411152E-01 0.4964352E-01  2.178275      3.826667    
  2006.1 0.7397675E-01 0.4731667E-01  1.748023      4.393333    
  2006.2 0.7335041E-01 0.4666969E-01  1.521706      4.703333    
  2006.3 0.7176962E-01 0.4655398E-01  1.607695      4.906667    
  2006.4 0.7103356E-01 0.4466963E-01 0.9683380      4.903333    
  2007.1 0.6932091E-01 0.4536088E-01 0.8403846      4.983333    
  2007.2 0.6618694E-01 0.4507805E-01  1.462913      4.736667    
  2007.3 0.6671008E-01 0.4670151E-01  1.568647      4.303333    
  2007.4 0.6517141E-01 0.4813029E-01  1.113913      3.390000    
  2008.1 0.6404465E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.6254685E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6508298E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6845706E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7967999E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8285660E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8200758E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8652436E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9171550E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9450830E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1035502     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1098716     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1116122     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1119889     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1142433     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1186618     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1231964     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1274885     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1315133     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1334931     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1350253     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1331918     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1342871     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1323173     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1286546     0.7353172E-01  0.000000     0.2222305    
  2014.2 0.1242783     0.7371212E-01  0.000000     0.2267692    
  2014.3 0.1212921     0.7344075E-01  0.000000     0.2727381    
  2014.4 0.1205191     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1191580     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1161804     0.7041296E-01  0.000000     0.7056998    
  2015.3 0.1126922     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.1064658     0.6810526E-01 0.3343492E-01  1.011500    
  2016.1 0.1054199     0.6720077E-01 0.2910571      1.148466    
  2016.2 0.1066835     0.6650839E-01 0.3936168      1.268463    
  2016.3 0.1025643     0.6602361E-01  1.481768      1.370028    
  2016.4 0.9716986E-01 0.6572500E-01 0.3474304      1.454232    
  2017.1 0.8883509E-01 0.6557762E-01 0.7442576      1.523254    
  2017.2 0.8306278E-01 0.6554472E-01  1.997997      1.579320    
  2017.3 0.7779774E-01 0.6559437E-01  2.725134      1.624370    
  2017.4 0.7212219E-01 0.6569973E-01  3.049448      1.660170    
  2018.1 0.7206739E-01 0.6583532E-01  3.495537      1.688692    
  2018.2 0.7492459E-01 0.6598118E-01  3.626607      1.711782    
  2018.3 0.7293525E-01 0.6612472E-01  4.590381      1.730742    
  2018.4 0.7034579E-01 0.6625905E-01  3.258980      1.746369    
  2019.1 0.7210415E-01 0.6637441E-01  2.271625      1.759767    
  2019.2 0.7573584E-01 0.6646188E-01  1.916926      1.772234    
  2019.3 0.7837784E-01 0.6651811E-01  1.708378      1.784603    
  2019.4 0.8058719E-01 0.6654506E-01 0.9720278      1.797049    
  2020.1 0.8523664E-01 0.6654177E-01  0.000000      1.809908    
  2020.2 0.8969329E-01 0.6650849E-01  0.000000      1.823601    
  2020.3 0.9725651E-01 0.6644969E-01  0.000000      1.838160    
  2020.4 0.1002237     0.6637212E-01  0.000000      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.438386041971E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     141 IER= 4 F=  0.396495652330E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.18196578457E-06  0.34261044894E-06  0.16102999056E-06

X VALUES

  0.38791630492E+00  0.11660037570E+01 -0.22860825869E+00

MEAN OF DEPENDENT VARIABLE   749999.232782831

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.387916305       0.032555917   11.91539
  2       1.100000000       1.166003757       0.070541651   16.52929
  3      -0.100000000      -0.228608259       0.071642893   -3.19094

SE of equation          =      0.013941328
Sum of squared residuals =  0.396495652E-01   0.266849914    
Sum of ABS residuals     =   1.05358465    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99657

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.167814090317E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     139 IER= 4 F=  0.122153249734E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.13662750419E-07  0.27534121283E-08  0.69733675207E-08

X VALUES

  0.59083564065E+00  0.10398058228E+01 -0.85821236516E-01

MEAN OF DEPENDENT VARIABLE   749999.235289444

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.590835641       0.019182271   30.80113
  2       1.100000000       1.039805823       0.071256968   14.59234
  3      -0.100000000      -0.085821237       0.067512226   -1.27120

SE of equation          =      0.007738155
Sum of squared residuals =  0.122153250E-01   0.432614257E-02
Sum of ABS residuals     =  0.581170959    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99996

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.873103491689E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 4 F=  0.839721064193E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.29662392752E-06  0.19865508304E-05  0.19892743333E-05

X VALUES

  0.43886968429E+00  0.10849300287E+01 -0.12035501085E+00

MEAN OF DEPENDENT VARIABLE   749999.274657749

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.438869684       0.035359969   12.41148
  2       1.100000000       1.084930029       0.071686661   15.13434
  3      -0.100000000      -0.120355011       0.072020921   -1.67111

SE of equation          =      0.020913028
Sum of squared residuals =  0.839721064E-01   0.263761089    
Sum of ABS residuals     =   1.46277901    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98787

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.374164341358E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.301073303064E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10435215543E-06  0.70165392122E-05  0.74457697825E-05

X VALUES

  0.53642339183E+00  0.10825122849E+01 -0.13266319545E+00

MEAN OF DEPENDENT VARIABLE   749999.256546157

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.536423392       0.011037030   48.60215
  2       1.100000000       1.082512285       0.069431912   15.59099
  3      -0.100000000      -0.132663195       0.066039432   -2.00885

SE of equation          =      0.012148455
Sum of squared residuals =  0.301073303E-01  -0.114363803    
Sum of ABS residuals     =   1.00754559    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98866

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.461723302695E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      92 IER= 3 F=  0.461452133486E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.11658055669E-06  0.31441453182E-07  0.78798920166E-07

X VALUES

  0.52598683553E+00  0.12226013149E+01 -0.29891896540E+00

MEAN OF DEPENDENT VARIABLE   749999.266954564

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.525986836       0.225592653    2.33158
  2       1.100000000       1.222601315       2.186211911    0.55923
  3      -0.100000000      -0.298918965       1.988561848   -0.15032

SE of equation          =      0.475607008
Sum of squared residuals =   46.1452133        7.59141886    
Sum of ABS residuals     =   9.05267894    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96085

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.206876330914E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.202547066319E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.61933175660E-06 -0.88146662018E-06  0.28690668155E-06

X VALUES

  0.69736382286E+00  0.90920848896E+00 -0.96913706228E-01

MEAN OF DEPENDENT VARIABLE   749999.219706443

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.697363823       0.150355025    4.63811
  2       1.100000000       0.909208489       0.216762151    4.19450
  3      -0.100000000      -0.096913706       0.214522501   -0.45176

SE of equation          =      0.099643252
Sum of squared residuals =   2.02547066        1.94599751    
Sum of ABS residuals     =   4.93897101    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95723

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.763487169126E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      90 IER= 4 F=  0.698308426423E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10167339275E-05  0.23382587565E-05  0.25261282602E-05

X VALUES

  0.69104240765E+00  0.13366924952E+01 -0.33775586491E+00

MEAN OF DEPENDENT VARIABLE   749999.489460885

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.691042408       0.094667535    7.29968
  2       1.100000000       1.336692495       0.084550348   15.80943
  3      -0.100000000      -0.337755865       0.084876713   -3.97937

SE of equation          =      0.065253185
Sum of squared residuals =  0.698308426        1.50099305    
Sum of ABS residuals     =   5.03602288    
R squared                =    1.00000
Durbin-Watson statistic  =    1.85486

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.566993165137E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.524913417053E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.37559136362E-06 -0.21274669860E-06  0.17590636004E-06

X VALUES

  0.50361301327E+00  0.10152826461E+01 -0.32567472628E+00

MEAN OF DEPENDENT VARIABLE   749999.278368974

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.503613013       0.051483317    9.78206
  2       1.100000000       1.015282646       0.123328581    8.23234
  3      -0.100000000      -0.325674726       0.119687986   -2.72103

SE of equation          =      0.050725782
Sum of squared residuals =  0.524913417        2.05012855    
Sum of ABS residuals     =   3.88970712    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72945

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.133922511429E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.118922277058E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.26822799845E-06  0.44351035608E-06  0.55306628142E-06

X VALUES

  0.38592614156E+00  0.77826940774E+00  0.14947071790E+00

MEAN OF DEPENDENT VARIABLE   749999.316432613

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.385926142       0.152978201    2.52275
  2       1.100000000       0.778269408       0.079322696    9.81143
  3      -0.100000000       0.149470718       0.080566448    1.85525

SE of equation          =      0.085154908
Sum of squared residuals =   1.18922277        1.66144079    
Sum of ABS residuals     =   5.61884315    
R squared                =    1.00000
Durbin-Watson statistic  =    1.84324

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.395201442681E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.335279436944E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.52388123265E-06  0.43026971880E-06 -0.71205322842E-06

X VALUES

  0.12914781665E+00  0.10588821769E+01 -0.20396129370E+00

MEAN OF DEPENDENT VARIABLE   749999.281616961

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.129147817       0.115453436    1.11861
  2       1.100000000       1.058882177       0.083722996   12.64745
  3      -0.100000000      -0.203961294       0.082997959   -2.45743

SE of equation          =      0.046359758
Sum of squared residuals =  0.335279437        1.51999493    
Sum of ABS residuals     =   3.18930629    
R squared                =    1.00000
Durbin-Watson statistic  =    1.80879

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.431693716509E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.322993557132E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.41260464391E-05  0.65453468121E-05  0.56978242138E-05

X VALUES

  0.46655631459E+00  0.75516588525E+00 -0.43270963016E+00

MEAN OF DEPENDENT VARIABLE   749999.272259572

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.466556315       0.026395500   17.67560
  2       1.100000000       0.755165885       0.087031562    8.67692
  3      -0.100000000      -0.432709630       0.083053734   -5.21000

SE of equation          =      0.039790724
Sum of squared residuals =  0.322993557        1.75310540    
Sum of ABS residuals     =   3.90656930    
R squared                =    1.00000
Durbin-Watson statistic  =    1.67856

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.676435697964E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.664995727385E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.19224625103E-11 -0.20732467639E-11

X VALUES

  0.11910947423E+01 -0.26774985109E+00

MEAN OF DEPENDENT VARIABLE   749999.240377520

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.191094742       0.178171632    6.68510
  2      -0.100000000      -0.267749851       0.179543030   -1.49129

SE of equation          =      0.023943103
Sum of squared residuals =  0.664995727E-01   0.583187672    
Sum of ABS residuals     =   1.09910959    
R squared                =    1.00000
Durbin-Watson statistic  =    1.42941

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.335475981537E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.327854985674E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.25887042421E-11 -0.12921599022E-11

X VALUES

  0.11793982750E+01 -0.21479985232E+00

MEAN OF DEPENDENT VARIABLE   749999.292563540

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.179398275       0.088008203   13.40100
  2      -0.100000000      -0.214799852       0.087166746   -2.46424

SE of equation          =      0.040089054
Sum of squared residuals =  0.327854986        1.76662214    
Sum of ABS residuals     =   3.69183129    
R squared                =    1.00000
Durbin-Watson statistic  =    1.76234

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4741120E-01 0.5234225E-01 0.5945543      1.083667    
  1954.2 0.4992914E-01 0.5783462E-01 0.6149023     0.8143333    
  1954.3 0.5127482E-01 0.5970489E-01  1.239443     0.8696667    
  1954.4 0.5430002E-01 0.5361334E-01  1.257250      1.036333    
  1955.1 0.5252788E-01 0.4710636E-01  1.768870      1.256333    
  1955.2 0.5053867E-01 0.4380454E-01  3.013893      1.614333    
  1955.3 0.5370833E-01 0.4109694E-01  3.892220      1.861333    
  1955.4 0.5326150E-01 0.4208878E-01  3.046263      2.349333    
  1956.1 0.5426123E-01 0.4031458E-01  1.989373      2.379333    
  1956.2 0.4963994E-01 0.4190614E-01  2.814269      2.596667    
  1956.3 0.4597752E-01 0.4128671E-01  4.206050      2.596667    
  1956.4 0.4948209E-01 0.4100540E-01  1.949145      3.063667    
  1957.1 0.4561451E-01 0.3946671E-01  1.352942      3.171667    
  1957.2 0.4664691E-01 0.4062513E-01  2.247165      3.157000    
  1957.3 0.4956806E-01 0.4207225E-01  3.035600      3.382333    
  1957.4 0.5227152E-01 0.4923487E-01  3.169100      3.343333    
  1958.1 0.5486411E-01 0.6275076E-01  3.283414      1.838000    
  1958.2 0.5596354E-01 0.7359928E-01  2.680988      1.017667    
  1958.3 0.5546079E-01 0.7309055E-01  2.287736      1.710667    
  1958.4 0.5194399E-01 0.6352766E-01  2.719506      2.787667    
  1959.1 0.4878690E-01 0.5798631E-01  3.304497      2.800333    
  1959.2 0.5169669E-01 0.5104500E-01  2.789830      3.019333    
  1959.3 0.6742579E-01 0.5287044E-01 0.4663061      3.533000    
  1959.4 0.7606219E-01 0.5592834E-01  0.000000      4.299333    
  1960.1 0.8166591E-01 0.5159512E-01 0.2716384      3.943000    
  1960.2 0.8488641E-01 0.5225835E-01 0.4732985      3.092333    
  1960.3 0.8454456E-01 0.5549938E-01  1.584736      2.390333    
  1960.4 0.8133436E-01 0.6251647E-01 0.6080162      2.360667    
  1961.1 0.7818336E-01 0.6773354E-01 0.4837051      2.376667    
  1961.2 0.7133142E-01 0.6971717E-01  1.360123      2.324667    
  1961.3 0.6643794E-01 0.6749309E-01  2.348651      2.324667    
  1961.4 0.5720337E-01 0.6171891E-01  2.015957      2.475000    
  1962.1 0.5505086E-01 0.5614436E-01  1.828878      2.739000    
  1962.2 0.5509162E-01 0.5482584E-01  1.970641      2.716000    
  1962.3 0.5627985E-01 0.5539051E-01  1.462416      2.858000    
  1962.4 0.5498694E-01 0.5505923E-01  1.552346      2.803333    
  1963.1 0.5301494E-01 0.5779253E-01  2.430718      2.909000    
  1963.2 0.5125120E-01 0.5680856E-01  3.189528      2.941333    
  1963.3 0.4485227E-01 0.5493742E-01  3.954173      3.280667    
  1963.4 0.3696519E-01 0.5572673E-01  4.850742      3.499333    
  1964.1 0.3305064E-01 0.5457706E-01  5.280827      3.538000    
  1964.2 0.2877486E-01 0.5220257E-01  5.331000      3.481333    
  1964.3 0.2856199E-01 0.4989598E-01  6.311894      3.504000    
  1964.4 0.2675148E-01 0.4953597E-01  8.157234      3.685000    
  1965.1 0.2897485E-01 0.4871666E-01  8.116794      3.899667    
  1965.2 0.3296458E-01 0.4655354E-01  6.834751      3.879000    
  1965.3 0.3676991E-01 0.4351989E-01  6.087919      3.859667    
  1965.4 0.4009753E-01 0.4102298E-01  6.346612      4.158667    
  1966.1 0.3920539E-01 0.3848268E-01  7.061398      4.630667    
  1966.2 0.3939569E-01 0.3807639E-01  7.163717      4.597333    
  1966.3 0.3373282E-01 0.3750700E-01  8.319749      5.047667    
  1966.4 0.3311509E-01 0.3683286E-01  8.292612      5.246000    
  1967.1 0.2773949E-01 0.3809930E-01  8.477913      4.533667    
  1967.2 0.2836504E-01 0.3806934E-01  8.541826      3.657333    
  1967.3 0.3250006E-01 0.3784696E-01  8.468272      4.344667    
  1967.4 0.3754533E-01 0.3915978E-01  8.498853      4.787333    
  1968.1 0.4343467E-01 0.3728355E-01  7.042601      5.064667    
  1968.2 0.4741705E-01 0.3537721E-01  5.047836      5.510000    
  1968.3 0.5232164E-01 0.3510557E-01  4.109619      5.226333    
  1968.4 0.5984928E-01 0.3392130E-01  3.055261      5.580667    
  1969.1 0.5873804E-01 0.3376971E-01  3.022538      6.137667    
  1969.2 0.5750755E-01 0.3424592E-01  3.139663      6.240000    
  1969.3 0.5759277E-01 0.3590757E-01  2.985814      7.046667    
  1969.4 0.5785673E-01 0.3581941E-01  3.172279      7.317667    
  1970.1 0.6240166E-01 0.4159508E-01  3.295036      7.262667    
  1970.2 0.5812752E-01 0.4746577E-01  4.136588      6.752333    
  1970.3 0.4679454E-01 0.5169088E-01  5.587256      6.374667    
  1970.4 0.4187557E-01 0.5802797E-01  5.536347      5.358333    
  1971.1 0.3588616E-01 0.5914467E-01  6.249460      3.863333    
  1971.2 0.3270234E-01 0.5907857E-01  7.895976      4.206000    
  1971.3 0.3737769E-01 0.5983336E-01  8.895456      5.050333    
  1971.4 0.3878306E-01 0.5954344E-01  8.098708      4.234333    
  1972.1 0.3913926E-01 0.5768041E-01  8.010621      3.435333    
  1972.2 0.4354280E-01 0.5658509E-01  8.330385      3.748333    
  1972.3 0.4761276E-01 0.5584112E-01  8.441822      4.241333    
  1972.4 0.4926909E-01 0.5304486E-01  8.390719      4.851333    
  1973.1 0.5197514E-01 0.4950510E-01  7.578838      5.639667    
  1973.2 0.5539144E-01 0.4889844E-01  7.432042      6.608333    
  1973.3 0.5638753E-01 0.4793204E-01  7.611107      8.388333    
  1973.4 0.5635689E-01 0.4769321E-01  7.590580      7.461667    
  1974.1 0.5508304E-01 0.5085049E-01  7.558054      7.600333    
  1974.2 0.5388762E-01 0.5161500E-01  7.416492      8.268000    
  1974.3 0.5446904E-01 0.5583721E-01  7.467545      8.286333    
  1974.4 0.5518033E-01 0.6556479E-01  7.528673      7.336000    
  1975.1 0.5563971E-01 0.8217515E-01  6.547333      5.873333    
  1975.2 0.5705517E-01 0.8828988E-01  5.277096      5.400667    
  1975.3 0.6128247E-01 0.8467753E-01  5.057365      6.336667    
  1975.4 0.6672524E-01 0.8259670E-01  3.916396      5.684333    
  1976.1 0.6792571E-01 0.7723461E-01  4.131986      4.953333    
  1976.2 0.7686236E-01 0.7526804E-01  2.415985      5.168667    
  1976.3 0.7408891E-01 0.7700112E-01  1.727305      5.168667    
  1976.4 0.6599412E-01 0.7733424E-01  4.144894      4.698000    
  1977.1 0.6660755E-01 0.7493048E-01  5.752740      4.624000    
  1977.2 0.6038269E-01 0.7104693E-01  6.542139      4.828667    
  1977.3 0.4753734E-01 0.6864221E-01  7.582605      5.472000    
  1977.4 0.4361141E-01 0.6612385E-01  7.412586      6.137000    
  1978.1 0.4464277E-01 0.6326666E-01  7.118956      6.408000    
  1978.2 0.4760454E-01 0.5999476E-01  7.044460      6.481000    
  1978.3 0.4992640E-01 0.6021465E-01  6.755224      7.315333    
  1978.4 0.5353076E-01 0.5883992E-01  5.931994      8.680333    
  1979.1 0.5725591E-01 0.5877879E-01  5.610998      9.357667    
  1979.2 0.6294137E-01 0.5714052E-01  5.526939      9.372333    
  1979.3 0.6360666E-01 0.5868435E-01  5.531155      9.631333    
  1979.4 0.6439032E-01 0.5940129E-01  8.588265      11.80367    
  1980.1 0.6537948E-01 0.6296949E-01  6.650271      13.45867    
  1980.2 0.6415091E-01 0.7323656E-01  0.000000      10.04933    
  1980.3 0.6744341E-01 0.7680771E-01 0.1098070      9.235333    
  1980.4 0.7079187E-01 0.7398623E-01  4.785364      13.70967    
  1981.1 0.7090680E-01 0.7426606E-01  7.009109      14.36900    
  1981.2 0.7941876E-01 0.7398937E-01  7.369655      14.82900    
  1981.3 0.7824810E-01 0.7417361E-01  6.908956      15.08733    
  1981.4 0.7278412E-01 0.8241053E-01  9.903880      12.02267    
  1982.1 0.6559978E-01 0.8843563E-01  16.66050      12.89500    
  1982.2 0.6413569E-01 0.9425762E-01  19.72578      12.35900    
  1982.3 0.7144841E-01 0.9942961E-01  16.83354      9.705333    
  1982.4 0.7624791E-01 0.1067659      13.01101      7.935000    
  1983.1 0.7981194E-01 0.1039701      11.95513      8.081333    
  1983.2 0.8045759E-01 0.1010214      12.16224      8.420667    
  1983.3 0.8285966E-01 0.9360138E-01  11.82714      9.186667    
  1983.4 0.8206871E-01 0.8541760E-01  9.699523      8.793333    
  1984.1 0.8750558E-01 0.7871758E-01  8.528121      9.133333    
  1984.2 0.8475822E-01 0.7478733E-01  9.130760      9.843333    
  1984.3 0.8170303E-01 0.7451999E-01  9.734092      10.34333    
  1984.4 0.7625066E-01 0.7283015E-01  10.12852      8.973333    
  1985.1 0.7339930E-01 0.7279936E-01  10.07365      8.183333    
  1985.2 0.6913479E-01 0.7288834E-01  9.706366      7.523333    
  1985.3 0.6755053E-01 0.7210537E-01  9.225396      7.103333    
  1985.4 0.6477623E-01 0.7054201E-01  8.681810      7.146667    
  1986.1 0.6180855E-01 0.7015712E-01  9.196163      6.886667    
  1986.2 0.5702524E-01 0.7180384E-01  9.732349      6.130000    
  1986.3 0.5125115E-01 0.6991001E-01  10.30329      5.533333    
  1986.4 0.4626528E-01 0.6835172E-01  10.70332      5.340000    
  1987.1 0.4252509E-01 0.6620689E-01  11.44067      5.533333    
  1987.2 0.4231429E-01 0.6280795E-01  11.66866      5.733333    
  1987.3 0.4727039E-01 0.6014193E-01  11.83462      6.033333    
  1987.4 0.4861512E-01 0.5868976E-01  10.33551      6.003333    
  1988.1 0.5015178E-01 0.5727587E-01  10.01534      5.760000    
  1988.2 0.5295614E-01 0.5487146E-01  10.11850      6.230000    
  1988.3 0.5256213E-01 0.5492451E-01  10.03422      6.993333    
  1988.4 0.4816108E-01 0.5350265E-01  9.720729      7.703333    
  1989.1 0.4666372E-01 0.5215423E-01  9.845185      8.533333    
  1989.2 0.4279430E-01 0.5244464E-01  9.996342      8.440000    
  1989.3 0.3942671E-01 0.5277223E-01  9.817457      7.850000    
  1989.4 0.3586413E-01 0.5373561E-01  9.812329      7.633333    
  1990.1 0.3614147E-01 0.5300361E-01  9.529321      7.756667    
  1990.2 0.3721733E-01 0.5337414E-01  8.752174      7.766667    
  1990.3 0.3970892E-01 0.5687498E-01  8.047280      7.493333    
  1990.4 0.4567118E-01 0.6113686E-01  6.954951      7.023333    
  1991.1 0.5045413E-01 0.6574073E-01  5.979293      6.053333    
  1991.2 0.5275807E-01 0.6823443E-01  5.576276      5.593333    
  1991.3 0.5692056E-01 0.6853392E-01  6.024538      5.406667    
  1991.4 0.5830069E-01 0.7096660E-01  6.819574      4.583333    
  1992.1 0.5606390E-01 0.7379080E-01  6.606008      3.910000    
  1992.2 0.5613677E-01 0.7594573E-01  5.670377      3.723333    
  1992.3 0.5911292E-01 0.7626478E-01  5.338639      3.130000    
  1992.4 0.5988683E-01 0.7406133E-01  5.501860      3.076667    
  1993.1 0.6237954E-01 0.7149713E-01  6.478800      2.993333    
  1993.2 0.6453071E-01 0.7068857E-01  6.312930      2.983333    
  1993.3 0.6967964E-01 0.6799552E-01  4.842482      3.020000    
  1993.4 0.7905594E-01 0.6619143E-01  3.552795      3.080000    
  1994.1 0.8981742E-01 0.6555817E-01  2.738657      3.250000    
  1994.2 0.9801074E-01 0.6165512E-01  2.146656      4.036667    
  1994.3 0.9920239E-01 0.6001291E-01  2.717631      4.510000    
  1994.4 0.9728204E-01 0.5619378E-01  1.258896      5.283333    
  1995.1 0.9015940E-01 0.5477964E-01  1.301490      5.780000    
  1995.2 0.8406284E-01 0.5674622E-01  2.342210      5.623333    
  1995.3 0.7659494E-01 0.5658385E-01  3.147145      5.380000    
  1995.4 0.6932982E-01 0.5572015E-01  3.502484      5.270000    
  1996.1 0.6909803E-01 0.5545427E-01  3.163893      4.950000    
  1996.2 0.6956266E-01 0.5470120E-01  2.720027      5.040000    
  1996.3 0.6956261E-01 0.5259294E-01  2.237201      5.136667    
  1996.4 0.7021760E-01 0.5310254E-01  1.487933      4.970000    
  1997.1 0.7088762E-01 0.5223738E-01  1.602856      5.063333    
  1997.2 0.7149665E-01 0.4974959E-01  1.781347      5.073333    
  1997.3 0.7193612E-01 0.4858023E-01  1.887462      5.056667    
  1997.4 0.7139956E-01 0.4680572E-01  1.676022      5.086667    
  1998.1 0.7026739E-01 0.4637954E-01  1.456633      5.053333    
  1998.2 0.6887572E-01 0.4414228E-01  1.287835      4.976667    
  1998.3 0.6684313E-01 0.4528502E-01  1.349078      4.823333    
  1998.4 0.6417037E-01 0.4429607E-01  1.548527      4.253333    
  1999.1 0.6339149E-01 0.4284456E-01  1.870788      4.406667    
  1999.2 0.6265383E-01 0.4248440E-01  1.861753      4.453333    
  1999.3 0.6118888E-01 0.4243400E-01  1.729380      4.650000    
  1999.4 0.6098610E-01 0.4077788E-01  1.224755      5.043333    
  2000.1 0.6137632E-01 0.4048765E-01  1.496960      5.520000    
  2000.2 0.6211722E-01 0.3947782E-01  1.907305      5.713333    
  2000.3 0.6443761E-01 0.4030117E-01  2.289561      6.016667    
  2000.4 0.6557625E-01 0.3918419E-01  2.126333      6.016667    
  2001.1 0.6774471E-01 0.4230321E-01  1.903343      4.816667    
  2001.2 0.6785202E-01 0.4411448E-01  1.970271      3.660000    
  2001.3 0.6869987E-01 0.4819249E-01  2.328977      3.170000    
  2001.4 0.6855385E-01 0.5537421E-01  2.710465      1.906667    
  2002.1 0.6452044E-01 0.5705425E-01  4.461546      1.820000    
  2002.2 0.6027489E-01 0.5845793E-01  5.142085      1.716667    
  2002.3 0.5946884E-01 0.5732000E-01  4.364146      1.643333    
  2002.4 0.6372100E-01 0.5851777E-01  3.813461      1.333333    
  2003.1 0.6936326E-01 0.5873963E-01  2.954179      1.156667    
  2003.2 0.7578104E-01 0.6152488E-01  2.177031      1.043333    
  2003.3 0.8289504E-01 0.6107130E-01  1.361243     0.9300000    
  2003.4 0.8674434E-01 0.5820932E-01 0.5957968     0.9166667    
  2004.1 0.8778460E-01 0.5687648E-01 0.7177267     0.9166667    
  2004.2 0.8193435E-01 0.5595400E-01  1.972810      1.076667    
  2004.3 0.7409960E-01 0.5440757E-01  3.064530      1.486667    
  2004.4 0.6856667E-01 0.5396538E-01  3.929592      2.006667    
  2005.1 0.6930033E-01 0.5292068E-01  3.278713      2.536667    
  2005.2 0.7057436E-01 0.5115378E-01  2.689049      2.863333    
  2005.3 0.7503596E-01 0.4975337E-01  2.052167      3.360000    
  2005.4 0.7912332E-01 0.4964352E-01  1.305194      3.826667    
  2006.1 0.7990944E-01 0.4731667E-01  2.069143      4.393333    
  2006.2 0.7788531E-01 0.4666969E-01  2.936563      4.703333    
  2006.3 0.7832987E-01 0.4655398E-01  2.503835      4.906667    
  2006.4 0.8128446E-01 0.4466963E-01  1.600399      4.903333    
  2007.1 0.8402856E-01 0.4536088E-01 0.5739824      4.983333    
  2007.2 0.8660799E-01 0.4507805E-01 0.4334238      4.736667    
  2007.3 0.8972493E-01 0.4670151E-01  0.000000      4.303333    
  2007.4 0.9066312E-01 0.4813029E-01  0.000000      3.390000    
  2008.1 0.8847469E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.8967705E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.9247272E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.9578281E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.9870063E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.1023738     0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.1053371     0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.1081873     0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1120435     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1139633     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1174813     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1169647     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1114060     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1112339     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1114132     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1118150     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1132300     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1134952     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1130643     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1167587     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1140087     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1119175     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1090429     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1042009     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1025347     0.7353172E-01 0.1611382     0.2222305    
  2014.2 0.1016119     0.7371212E-01 0.1936416E-01 0.2267692    
  2014.3 0.9904818E-01 0.7344075E-01 0.1204064E-01 0.2727381    
  2014.4 0.9970672E-01 0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1040765     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1074297     0.7041296E-01  0.000000     0.7056998    
  2015.3 0.1087219     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.1081710     0.6810526E-01  0.000000      1.011500    
  2016.1 0.1081535     0.6720077E-01 0.5523230      1.148466    
  2016.2 0.1075875     0.6650839E-01 0.7082743      1.268463    
  2016.3 0.1095004     0.6602361E-01  0.000000      1.370028    
  2016.4 0.1134944     0.6572500E-01  0.000000      1.454232    
  2017.1 0.1162840     0.6557762E-01  0.000000      1.523254    
  2017.2 0.1185045     0.6554472E-01  0.000000      1.579320    
  2017.3 0.1189715     0.6559437E-01  0.000000      1.624370    
  2017.4 0.1164699     0.6569973E-01  0.000000      1.660170    
  2018.1 0.1170122     0.6583532E-01  0.000000      1.688692    
  2018.2 0.1114245     0.6598118E-01 0.7998580      1.711782    
  2018.3 0.1075193     0.6612472E-01  1.376982      1.730742    
  2018.4 0.1031894     0.6625905E-01  1.946619      1.746369    
  2019.1 0.1021577     0.6637441E-01  1.200163      1.759767    
  2019.2 0.1011269     0.6646188E-01 0.5885199      1.772234    
  2019.3 0.9761413E-01 0.6651811E-01 0.7093296      1.784603    
  2019.4 0.9672527E-01 0.6654506E-01 0.3811460      1.797049    
  2020.1 0.9569428E-01 0.6654177E-01 0.2955515E-01  1.809908    
  2020.2 0.9329498E-01 0.6650849E-01  0.000000      1.823601    
  2020.3 0.9156547E-01 0.6644969E-01 0.9514471      1.838160    
  2020.4 0.8721926E-01 0.6637212E-01  2.423464      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.322152430433E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     118 IER= 4 F=  0.310569996699E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.11081427936E-07  0.23530596360E-07  0.30538821508E-07

X VALUES

  0.53179330027E+00  0.10351341494E+01 -0.75045425240E-01

MEAN OF DEPENDENT VARIABLE   749999.229970731

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.531793300       0.019895925   26.72875
  2       1.100000000       1.035134149       0.070324058   14.71949
  3      -0.100000000      -0.075045425       0.069478677   -1.08012

SE of equation          =      0.012338565
Sum of squared residuals =  0.310569997E-01   0.164787496    
Sum of ABS residuals     =  0.832470609    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99773

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.153794012562E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     123 IER= 4 F=  0.927295166936E-02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.34619619968E-05 -0.23735841935E-05 -0.23443610781E-05

X VALUES

  0.58769161117E+00  0.11799770182E+01 -0.23547870147E+00

MEAN OF DEPENDENT VARIABLE   749999.238289592

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.587691611       0.016055790   36.60309
  2       1.100000000       1.179977018       0.067920966   17.37280
  3      -0.100000000      -0.235478701       0.062940175   -3.74131

SE of equation          =      0.006742080
Sum of squared residuals =  0.927295167E-02   0.707750525E-01
Sum of ABS residuals     =  0.520795272    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99690

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.766559414034E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     121 IER= 4 F=  0.610950312532E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.34342597238E-07 -0.16218391191E-06 -0.74100459128E-07

X VALUES

  0.32625087276E+00  0.13368587292E+01 -0.39332993872E+00

MEAN OF DEPENDENT VARIABLE   749999.269674197

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.326250873       0.033341261    9.78520
  2       1.100000000       1.336858729       0.066659892   20.05492
  3      -0.100000000      -0.393329939       0.066255418   -5.93657

SE of equation          =      0.017838253
Sum of squared residuals =  0.610950313E-01   0.198749620    
Sum of ABS residuals     =   1.29256205    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98460

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.387760757790E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.361691722205E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.42071318115E-07  0.16315058326E-05  0.16234096183E-05

X VALUES

  0.52859531919E+00  0.10729725825E+01 -0.93832378647E-01

MEAN OF DEPENDENT VARIABLE   749999.282028029

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.528595319       0.019322125   27.35700
  2       1.100000000       1.072972583       0.069580771   15.42053
  3      -0.100000000      -0.093832379       0.068164798   -1.37655

SE of equation          =      0.013315399
Sum of squared residuals =  0.361691722E-01   0.129459243E-01
Sum of ABS residuals     =   1.12972219    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99917

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.539319248551E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     114 IER= 3 F=  0.539189711960E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.22610333013E-06  0.20641829816E-05  0.20096187460E-05

X VALUES

  0.49573845950E+00  0.87477819095E+00  0.63960978247E-01

MEAN OF DEPENDENT VARIABLE   749999.280608243

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.495738460       0.825359598    0.60063
  2       1.100000000       0.874778191       2.436908534    0.35897
  3      -0.100000000       0.063960978       2.295335021    0.02787

SE of equation          =      0.514109601
Sum of squared residuals =   53.9189712        8.22601625    
Sum of ABS residuals     =   9.56016341    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97362

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.136584558952E+01

TERMINATION. ITERS=    7 FUNCTION EVALS=     110 IER= 4 F=  0.129633000060E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.91047062277E-07 -0.52640698699E-07 -0.13497265237E-06

X VALUES

  0.46952801940E+00  0.61354610909E+00  0.78340223466E-01

MEAN OF DEPENDENT VARIABLE   749999.237822251

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.469528019       0.110727779    4.24038
  2       1.100000000       0.613546109       0.165233009    3.71322
  3      -0.100000000       0.078340223       0.152952289    0.51219

SE of equation          =      0.079715487
Sum of squared residuals =   1.29633000        2.33020534    
Sum of ABS residuals     =   4.78505705    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91974

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.832567078143E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.746119294310E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.23983358847E-07 -0.42425911455E-06 -0.35265712521E-06

X VALUES

  0.90990360816E+00  0.12347181785E+01 -0.22735900197E+00

MEAN OF DEPENDENT VARIABLE   749999.500852092

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.909903608       0.107868391    8.43531
  2       1.100000000       1.234718179       0.082438554   14.97744
  3      -0.100000000      -0.227359002       0.084171671   -2.70113

SE of equation          =      0.067450040
Sum of squared residuals =  0.746119294        1.50515181    
Sum of ABS residuals     =   5.28580176    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95311

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.279128183186E+00

TERMINATION. ITERS=    8 FUNCTION EVALS=     125 IER= 4 F=  0.224813552517E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.68545730772E-06 -0.39517383352E-07  0.35858677261E-07

X VALUES

  0.51630573341E+00  0.64830306506E+00 -0.20866220791E+00

MEAN OF DEPENDENT VARIABLE   749999.277537886

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.516305733       0.023230352   22.22548
  2       1.100000000       0.648303065       0.095592577    6.78194
  3      -0.100000000      -0.208662208       0.090624375   -2.30250

SE of equation          =      0.033196795
Sum of squared residuals =  0.224813553        1.10737550    
Sum of ABS residuals     =   3.25046016    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72943

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.941913924119E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.812311386480E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.28215661109E-06 -0.18066017632E-05 -0.19195551135E-05

X VALUES

  0.92153383981E+00  0.80254895144E+00  0.13206086356E+00

MEAN OF DEPENDENT VARIABLE   749999.333402258

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.921533840       0.129785566    7.10043
  2       1.100000000       0.802548951       0.078916829   10.16955
  3      -0.100000000       0.132060864       0.079130349    1.66890

SE of equation          =      0.070378393
Sum of squared residuals =  0.812311386        1.43920809    
Sum of ABS residuals     =   4.73104113    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93579

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.291922058146E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     108 IER= 3 F=  0.243015062757E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.12438318971E-08 -0.32873042562E-08 -0.41643749290E-08

X VALUES

  0.14504471378E-01  0.11896558090E+01 -0.24377252180E+00

MEAN OF DEPENDENT VARIABLE   749999.311412498

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.014504471       0.112571570    0.12885
  2       1.100000000       1.189655809       0.070005754   16.99369
  3      -0.100000000      -0.243772522       0.071409362   -3.41373

SE of equation          =      0.039468834
Sum of squared residuals =  0.243015063        1.22257427    
Sum of ABS residuals     =   2.85073506    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68889

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.439604975566E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     107 IER= 4 F=  0.342952093321E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.12185001836E-04  0.61974770555E-05 -0.94137155957E-06

X VALUES

  0.50255202208E+00  0.10381118597E+01 -0.49791188883E+00

MEAN OF DEPENDENT VARIABLE   749999.275948346

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.502552022       0.038428873   13.07746
  2       1.100000000       1.038111860       0.084678597   12.25944
  3      -0.100000000      -0.497911889       0.082222971   -6.05563

SE of equation          =      0.041001679
Sum of squared residuals =  0.342952093        1.43489452    
Sum of ABS residuals     =   3.93351171    
R squared                =    1.00000
Durbin-Watson statistic  =    1.79163

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.984644704622E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.953454407141E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.51297351606E-11  0.39563080724E-11

X VALUES

  0.10956713916E+01 -0.19292691961E+00

MEAN OF DEPENDENT VARIABLE   749999.268222938

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.095671392       0.114411970    9.57655
  2      -0.100000000      -0.192926920       0.117300277   -1.64473

SE of equation          =      0.028669556
Sum of squared residuals =  0.953454407E-01   0.873701602    
Sum of ABS residuals     =   1.33944877    
R squared                =    1.00000
Durbin-Watson statistic  =    1.48677

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.301576238547E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.291381990889E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.10883187814E-10 -0.88341621063E-11

X VALUES

  0.10456298464E+01 -0.12567383429E+00

MEAN OF DEPENDENT VARIABLE   749999.247919964

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.045629846       0.096872139   10.79392
  2      -0.100000000      -0.125673834       0.093742221   -1.34063

SE of equation          =      0.037793427
Sum of squared residuals =  0.291381991        1.48862946    
Sum of ABS residuals     =   3.41673112    
R squared                =    1.00000
Durbin-Watson statistic  =    1.58542

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5266883E-01 0.5234225E-01 0.3978245      1.083667    
  1954.2 0.6264403E-01 0.5783462E-01  0.000000     0.8143333    
  1954.3 0.6647693E-01 0.5970489E-01  0.000000     0.8696667    
  1954.4 0.6905510E-01 0.5361334E-01  0.000000      1.036333    
  1955.1 0.6654615E-01 0.4710636E-01 0.3319951      1.256333    
  1955.2 0.6561433E-01 0.4380454E-01 0.6818155      1.614333    
  1955.3 0.6189262E-01 0.4109694E-01 0.9975080      1.861333    
  1955.4 0.5783763E-01 0.4208878E-01  1.398725      2.349333    
  1956.1 0.5656479E-01 0.4031458E-01  1.055494      2.379333    
  1956.2 0.5316571E-01 0.4190614E-01  1.367131      2.596667    
  1956.3 0.5507960E-01 0.4128671E-01  1.774288      2.596667    
  1956.4 0.5206459E-01 0.4100540E-01  2.334596      3.063667    
  1957.1 0.4816266E-01 0.3946671E-01  2.660106      3.171667    
  1957.2 0.4329454E-01 0.4062513E-01  2.903547      3.157000    
  1957.3 0.3904561E-01 0.4207225E-01  3.746321      3.382333    
  1957.4 0.3272435E-01 0.4923487E-01  4.812094      3.343333    
  1958.1 0.2124924E-01 0.6275076E-01  5.785769      1.838000    
  1958.2 0.1238860E-01 0.7359928E-01  6.811160      1.017667    
  1958.3 0.1018689E-01 0.7309055E-01  6.957980      1.710667    
  1958.4 0.1041710E-01 0.6352766E-01  6.709550      2.787667    
  1959.1 0.1272541E-01 0.5798631E-01  6.770292      2.800333    
  1959.2 0.1538576E-01 0.5104500E-01  6.632784      3.019333    
  1959.3 0.3354764E-01 0.5287044E-01  5.533680      3.533000    
  1959.4 0.3997784E-01 0.5592834E-01  5.168147      4.299333    
  1960.1 0.3945652E-01 0.5159512E-01  4.998707      3.943000    
  1960.2 0.3591052E-01 0.5225835E-01  4.984532      3.092333    
  1960.3 0.3605302E-01 0.5549938E-01  5.411390      2.390333    
  1960.4 0.3152251E-01 0.6251647E-01  6.125919      2.360667    
  1961.1 0.3095512E-01 0.6773354E-01  6.643951      2.376667    
  1961.2 0.3512816E-01 0.6971717E-01  6.667054      2.324667    
  1961.3 0.3731833E-01 0.6749309E-01  7.588900      2.324667    
  1961.4 0.3851943E-01 0.6171891E-01  6.401213      2.475000    
  1962.1 0.4332065E-01 0.5614436E-01  4.707638      2.739000    
  1962.2 0.4955217E-01 0.5482584E-01  4.108352      2.716000    
  1962.3 0.5879982E-01 0.5539051E-01  3.772061      2.858000    
  1962.4 0.6378829E-01 0.5505923E-01  3.557961      2.803333    
  1963.1 0.6249677E-01 0.5779253E-01  3.598926      2.909000    
  1963.2 0.6270654E-01 0.5680856E-01  3.591894      2.941333    
  1963.3 0.6013199E-01 0.5493742E-01  4.070296      3.280667    
  1963.4 0.5780062E-01 0.5572673E-01  4.704741      3.499333    
  1964.1 0.5462019E-01 0.5457706E-01  4.604667      3.538000    
  1964.2 0.5006846E-01 0.5220257E-01  4.659897      3.481333    
  1964.3 0.4358570E-01 0.4989598E-01  5.214991      3.504000    
  1964.4 0.4093094E-01 0.4953597E-01  5.765303      3.685000    
  1965.1 0.3831193E-01 0.4871666E-01  5.986151      3.899667    
  1965.2 0.3610916E-01 0.4655354E-01  6.026400      3.879000    
  1965.3 0.3014973E-01 0.4351989E-01  6.549081      3.859667    
  1965.4 0.2842077E-01 0.4102298E-01  7.146692      4.158667    
  1966.1 0.2546666E-01 0.3848268E-01  7.694391      4.630667    
  1966.2 0.2648073E-01 0.3807639E-01  7.217673      4.597333    
  1966.3 0.2793020E-01 0.3750700E-01  7.064099      5.047667    
  1966.4 0.2691446E-01 0.3683286E-01  7.616124      5.246000    
  1967.1 0.2277912E-01 0.3809930E-01  7.945710      4.533667    
  1967.2 0.1762258E-01 0.3806934E-01  8.515140      3.657333    
  1967.3 0.1214626E-01 0.3784696E-01  9.195175      4.344667    
  1967.4 0.1190999E-01 0.3915978E-01  9.618106      4.787333    
  1968.1 0.5129082E-02 0.3728355E-01  10.63250      5.064667    
  1968.2 0.4179598E-02 0.3537721E-01  11.01752      5.510000    
  1968.3 0.5090989E-02 0.3510557E-01  10.91192      5.226333    
  1968.4 0.7191926E-02 0.3392130E-01  10.95296      5.580667    
  1969.1 0.1395284E-01 0.3376971E-01  10.79996      6.137667    
  1969.2 0.1903102E-01 0.3424592E-01  10.10329      6.240000    
  1969.3 0.2310091E-01 0.3590757E-01  9.480544      7.046667    
  1969.4 0.2856103E-01 0.3581941E-01  9.341733      7.317667    
  1970.1 0.3873902E-01 0.4159508E-01  8.911555      7.262667    
  1970.2 0.3866131E-01 0.4746577E-01  9.123031      6.752333    
  1970.3 0.3122271E-01 0.5169088E-01  9.983766      6.374667    
  1970.4 0.3161695E-01 0.5802797E-01  9.277431      5.358333    
  1971.1 0.3275881E-01 0.5914467E-01  8.410456      3.863333    
  1971.2 0.3206342E-01 0.5907857E-01  8.681896      4.206000    
  1971.3 0.3100085E-01 0.5983336E-01  9.107017      5.050333    
  1971.4 0.3212829E-01 0.5954344E-01  8.828853      4.234333    
  1972.1 0.3534690E-01 0.5768041E-01  8.216243      3.435333    
  1972.2 0.3921245E-01 0.5658509E-01  8.316935      3.748333    
  1972.3 0.4063408E-01 0.5584112E-01  8.726914      4.241333    
  1972.4 0.4177623E-01 0.5304486E-01  8.955131      4.851333    
  1973.1 0.4366233E-01 0.4950510E-01  8.329480      5.639667    
  1973.2 0.4192884E-01 0.4889844E-01  8.793811      6.608333    
  1973.3 0.4373917E-01 0.4793204E-01  9.498629      8.388333    
  1973.4 0.5130562E-01 0.4769321E-01  7.116640      7.461667    
  1974.1 0.5607562E-01 0.5085049E-01  5.849291      7.600333    
  1974.2 0.5834857E-01 0.5161500E-01  5.782479      8.268000    
  1974.3 0.6147960E-01 0.5583721E-01  7.072599      8.286333    
  1974.4 0.6076033E-01 0.6556479E-01  8.503874      7.336000    
  1975.1 0.6203334E-01 0.8217515E-01  7.994065      5.873333    
  1975.2 0.6563794E-01 0.8828988E-01  6.610042      5.400667    
  1975.3 0.6656652E-01 0.8467753E-01  6.229331      6.336667    
  1975.4 0.6709040E-01 0.8259670E-01  5.740187      5.684333    
  1976.1 0.6605624E-01 0.7723461E-01  5.770013      4.953333    
  1976.2 0.6535582E-01 0.7526804E-01  5.962910      5.168667    
  1976.3 0.6352692E-01 0.7700112E-01  6.167942      5.168667    
  1976.4 0.6075700E-01 0.7733424E-01  6.418164      4.698000    
  1977.1 0.5982520E-01 0.7493048E-01  6.785691      4.624000    
  1977.2 0.5916472E-01 0.7104693E-01  6.552777      4.828667    
  1977.3 0.5746465E-01 0.6864221E-01  6.315102      5.472000    
  1977.4 0.5401749E-01 0.6612385E-01  6.729583      6.137000    
  1978.1 0.5187592E-01 0.6326666E-01  7.011342      6.408000    
  1978.2 0.4969638E-01 0.5999476E-01  7.177267      6.481000    
  1978.3 0.4956942E-01 0.6021465E-01  6.884497      7.315333    
  1978.4 0.4906345E-01 0.5883992E-01  6.787810      8.680333    
  1979.1 0.4801798E-01 0.5877879E-01  7.433029      9.357667    
  1979.2 0.4699293E-01 0.5714052E-01  7.358359      9.372333    
  1979.3 0.4782677E-01 0.5868435E-01  7.212310      9.631333    
  1979.4 0.5161504E-01 0.5940129E-01  9.510345      11.80367    
  1980.1 0.5792307E-01 0.6296949E-01  8.164949      13.45867    
  1980.2 0.5475047E-01 0.7323656E-01  8.910254      10.04933    
  1980.3 0.4844783E-01 0.7680771E-01  10.96020      9.235333    
  1980.4 0.4794921E-01 0.7398623E-01  13.16775      13.70967    
  1981.1 0.4954989E-01 0.7426606E-01  13.29190      14.36900    
  1981.2 0.5263395E-01 0.7398937E-01  14.08664      14.82900    
  1981.3 0.5964266E-01 0.7417361E-01  12.98183      15.08733    
  1981.4 0.7079584E-01 0.8241053E-01  12.97811      12.02267    
  1982.1 0.7912331E-01 0.8843563E-01  13.26518      12.89500    
  1982.2 0.8286956E-01 0.9425762E-01  8.937796      12.35900    
  1982.3 0.8183733E-01 0.9942961E-01  7.060594      9.705333    
  1982.4 0.8024668E-01 0.1067659      7.725920      7.935000    
  1983.1 0.7407617E-01 0.1039701      8.664337      8.081333    
  1983.2 0.6734550E-01 0.1010214      8.346115      8.420667    
  1983.3 0.6360438E-01 0.9360138E-01  7.657851      9.186667    
  1983.4 0.6179477E-01 0.8541760E-01  6.511481      8.793333    
  1984.1 0.5764334E-01 0.7871758E-01  6.951043      9.133333    
  1984.2 0.5490524E-01 0.7478733E-01  7.641775      9.843333    
  1984.3 0.5231409E-01 0.7451999E-01  8.172529      10.34333    
  1984.4 0.5014286E-01 0.7283015E-01  8.504002      8.973333    
  1985.1 0.5551937E-01 0.7279936E-01  8.474864      8.183333    
  1985.2 0.5254557E-01 0.7288834E-01  8.614772      7.523333    
  1985.3 0.4123076E-01 0.7210537E-01  9.497897      7.103333    
  1985.4 0.3777995E-01 0.7054201E-01  9.032293      7.146667    
  1986.1 0.3616858E-01 0.7015712E-01  8.433686      6.886667    
  1986.2 0.3030175E-01 0.7180384E-01  8.725420      6.130000    
  1986.3 0.2818212E-01 0.6991001E-01  9.299680      5.533333    
  1986.4 0.2411135E-01 0.6835172E-01  9.171879      5.340000    
  1987.1 0.2334067E-01 0.6620689E-01  9.067043      5.533333    
  1987.2 0.2167215E-01 0.6280795E-01  8.762484      5.733333    
  1987.3 0.2291661E-01 0.6014193E-01  9.602053      6.033333    
  1987.4 0.2078693E-01 0.5868976E-01  10.87532      6.003333    
  1988.1 0.2353944E-01 0.5727587E-01  10.73392      5.760000    
  1988.2 0.2987699E-01 0.5487146E-01  9.124442      6.230000    
  1988.3 0.3571425E-01 0.5492451E-01  8.017372      6.993333    
  1988.4 0.3446734E-01 0.5350265E-01  7.899961      7.703333    
  1989.1 0.3644580E-01 0.5215423E-01  7.952210      8.533333    
  1989.2 0.3828262E-01 0.5244464E-01  8.108721      8.440000    
  1989.3 0.3802439E-01 0.5277223E-01  8.370199      7.850000    
  1989.4 0.3998399E-01 0.5373561E-01  8.765105      7.633333    
  1990.1 0.4083020E-01 0.5300361E-01  8.341662      7.756667    
  1990.2 0.4456563E-01 0.5337414E-01  7.351627      7.766667    
  1990.3 0.5179613E-01 0.5687498E-01  5.899347      7.493333    
  1990.4 0.5702632E-01 0.6113686E-01  5.106055      7.023333    
  1991.1 0.6004910E-01 0.6574073E-01  4.450144      6.053333    
  1991.2 0.6109941E-01 0.6823443E-01  4.223289      5.593333    
  1991.3 0.6251864E-01 0.6853392E-01  3.828481      5.406667    
  1991.4 0.6345515E-01 0.7096660E-01  3.461373      4.583333    
  1992.1 0.6110376E-01 0.7379080E-01  3.509414      3.910000    
  1992.2 0.6069470E-01 0.7594573E-01  3.747792      3.723333    
  1992.3 0.5711870E-01 0.7626478E-01  3.686681      3.130000    
  1992.4 0.5279890E-01 0.7406133E-01  3.708843      3.076667    
  1993.1 0.5020073E-01 0.7149713E-01  4.694489      2.993333    
  1993.2 0.4573819E-01 0.7068857E-01  5.506655      2.983333    
  1993.3 0.4562968E-01 0.6799552E-01  5.876552      3.020000    
  1993.4 0.4181492E-01 0.6619143E-01  5.163860      3.080000    
  1994.1 0.4378301E-01 0.6555817E-01  4.937650      3.250000    
  1994.2 0.4370928E-01 0.6165512E-01  4.847259      4.036667    
  1994.3 0.4566237E-01 0.6001291E-01  5.530071      4.510000    
  1994.4 0.4506593E-01 0.5619378E-01  6.828316      5.283333    
  1995.1 0.4160891E-01 0.5477964E-01  6.299621      5.780000    
  1995.2 0.4288795E-01 0.5674622E-01  5.406771      5.623333    
  1995.3 0.4945886E-01 0.5658385E-01  4.556914      5.380000    
  1995.4 0.5624910E-01 0.5572015E-01  3.520789      5.270000    
  1996.1 0.5910326E-01 0.5545427E-01  2.932845      4.950000    
  1996.2 0.6067815E-01 0.5470120E-01  2.850866      5.040000    
  1996.3 0.6170792E-01 0.5259294E-01  2.537285      5.136667    
  1996.4 0.6062979E-01 0.5310254E-01  2.425539      4.970000    
  1997.1 0.6107822E-01 0.5223738E-01  2.051126      5.063333    
  1997.2 0.6059775E-01 0.4974959E-01  1.802468      5.073333    
  1997.3 0.5952791E-01 0.4858023E-01  1.415283      5.056667    
  1997.4 0.5701375E-01 0.4680572E-01  1.351584      5.086667    
  1998.1 0.5681699E-01 0.4637954E-01  1.216953      5.053333    
  1998.2 0.5821655E-01 0.4414228E-01  1.037288      4.976667    
  1998.3 0.5534841E-01 0.4528502E-01 0.9814233      4.823333    
  1998.4 0.5156068E-01 0.4429607E-01 0.9043136      4.253333    
  1999.1 0.4627067E-01 0.4284456E-01  1.833823      4.406667    
  1999.2 0.4032430E-01 0.4248440E-01  3.060239      4.453333    
  1999.3 0.3366421E-01 0.4243400E-01  3.970619      4.650000    
  1999.4 0.3135639E-01 0.4077788E-01  4.304687      5.043333    
  2000.1 0.2160071E-01 0.4048765E-01  5.866432      5.520000    
  2000.2 0.2205654E-01 0.3947782E-01  6.341676      5.713333    
  2000.3 0.2829317E-01 0.4030117E-01  5.912335      6.016667    
  2000.4 0.3544021E-01 0.3918419E-01  5.611851      6.016667    
  2001.1 0.3843944E-01 0.4230321E-01  5.486583      4.816667    
  2001.2 0.4198588E-01 0.4411448E-01  5.134818      3.660000    
  2001.3 0.4809898E-01 0.4819249E-01  4.966761      3.170000    
  2001.4 0.5010618E-01 0.5537421E-01  4.934281      1.906667    
  2002.1 0.4780532E-01 0.5705425E-01  5.233537      1.820000    
  2002.2 0.4803215E-01 0.5845793E-01  4.566059      1.716667    
  2002.3 0.5140296E-01 0.5732000E-01  4.319774      1.643333    
  2002.4 0.5145114E-01 0.5851777E-01  4.759437      1.333333    
  2003.1 0.5167927E-01 0.5873963E-01  5.470949      1.156667    
  2003.2 0.5484611E-01 0.6152488E-01  5.710926      1.043333    
  2003.3 0.6227679E-01 0.6107130E-01  5.748483     0.9300000    
  2003.4 0.6432307E-01 0.5820932E-01  4.428611     0.9166667    
  2004.1 0.7003983E-01 0.5687648E-01  3.206700     0.9166667    
  2004.2 0.6886742E-01 0.5595400E-01  3.301610      1.076667    
  2004.3 0.6197771E-01 0.5440757E-01  4.573113      1.486667    
  2004.4 0.5742290E-01 0.5396538E-01  4.965678      2.006667    
  2005.1 0.6005352E-01 0.5292068E-01  3.927223      2.536667    
  2005.2 0.6074980E-01 0.5115378E-01  3.373574      2.863333    
  2005.3 0.6435149E-01 0.4975337E-01  3.413599      3.360000    
  2005.4 0.6573048E-01 0.4964352E-01  3.592955      3.826667    
  2006.1 0.6550973E-01 0.4731667E-01  3.211298      4.393333    
  2006.2 0.6323669E-01 0.4666969E-01  3.207389      4.703333    
  2006.3 0.5966574E-01 0.4655398E-01  3.759421      4.906667    
  2006.4 0.5867417E-01 0.4466963E-01  3.461067      4.903333    
  2007.1 0.5683220E-01 0.4536088E-01  3.914298      4.983333    
  2007.2 0.5720648E-01 0.4507805E-01  4.990636      4.736667    
  2007.3 0.6122616E-01 0.4670151E-01  5.604934      4.303333    
  2007.4 0.6134261E-01 0.4813029E-01  4.558171      3.390000    
  2008.1 0.6114772E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.6356214E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.7014710E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.7504259E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8105988E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8500227E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9184273E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9298677E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9478020E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9833645E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9433302E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.8592565E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.7788079E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.7293830E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.7409001E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.7400479E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.7579631E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.7920650E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8226183E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8344124E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.8517218E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.8928160E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9150026E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9121586E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.9289370E-01 0.7353172E-01 0.2036176     0.2222305    
  2014.2 0.9394229E-01 0.7371212E-01  0.000000     0.2267692    
  2014.3 0.9611135E-01 0.7344075E-01 0.5998026     0.2727381    
  2014.4 0.9577319E-01 0.7270034E-01  1.804135     0.3896289    
  2015.1 0.9357655E-01 0.7163268E-01  1.555871     0.5446822    
  2015.2 0.9309996E-01 0.7041296E-01 0.5134604     0.7056998    
  2015.3 0.9693087E-01 0.6919799E-01 0.1730844     0.8622789    
  2015.4 0.9875147E-01 0.6810526E-01 0.3339668      1.011500    
  2016.1 0.9795986E-01 0.6720077E-01 0.1685890      1.148466    
  2016.2 0.9778147E-01 0.6650839E-01  0.000000      1.268463    
  2016.3 0.1016062     0.6602361E-01  0.000000      1.370028    
  2016.4 0.1033096     0.6572500E-01  0.000000      1.454232    
  2017.1 0.1023648     0.6557762E-01  0.000000      1.523254    
  2017.2 0.1018722     0.6554472E-01  0.000000      1.579320    
  2017.3 0.1007062     0.6559437E-01  0.000000      1.624370    
  2017.4 0.9847875E-01 0.6569973E-01 0.7831746E-01  1.660170    
  2018.1 0.9730470E-01 0.6583532E-01  0.000000      1.688692    
  2018.2 0.9429227E-01 0.6598118E-01  0.000000      1.711782    
  2018.3 0.9251628E-01 0.6612472E-01 0.2665584      1.730742    
  2018.4 0.8992371E-01 0.6625905E-01 0.6440455      1.746369    
  2019.1 0.8894311E-01 0.6637441E-01 0.3500659      1.759767    
  2019.2 0.8741451E-01 0.6646188E-01 0.1408613      1.772234    
  2019.3 0.8656648E-01 0.6651811E-01  0.000000      1.784603    
  2019.4 0.8317008E-01 0.6654506E-01 0.1980903      1.797049    
  2020.1 0.8003897E-01 0.6654177E-01  1.274730      1.809908    
  2020.2 0.7907611E-01 0.6650849E-01  1.906124      1.823601    
  2020.3 0.7737904E-01 0.6644969E-01  1.996745      1.838160    
  2020.4 0.7420444E-01 0.6637212E-01  2.166583      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.450608994669E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     120 IER= 1 F=  0.395140195352E-01
IER =  1 NO IMPROVEMENT FOR ANY VALUE OF LAMDA TRIED

GRADIENT VALUES

 -0.17671685563E-07  0.18256070058E-08  0.11539560691E-07

X VALUES

  0.40511107970E+00  0.96954478473E+00 -0.78429322927E-01

MEAN OF DEPENDENT VARIABLE   749999.228288384

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.405111080       0.029181611   13.88241
  2       1.100000000       0.969544785       0.070185703   13.81399
  3      -0.100000000      -0.078429323       0.069052402   -1.13579

SE of equation          =      0.013917477
Sum of squared residuals =  0.395140195E-01   0.320508693E-01
Sum of ABS residuals     =   1.00996904    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99582

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.132550670458E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     143 IER= 4 F=  0.759655138482E-02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.14429621388E-07  0.20122636054E-06  0.21922159921E-06

X VALUES

  0.59174101803E+00  0.90093797339E+00  0.24633065485E-01

MEAN OF DEPENDENT VARIABLE   749999.240319430

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.591741018       0.015557400   38.03598
  2       1.100000000       0.900937973       0.070623287   12.75695
  3      -0.100000000       0.024633065       0.065425640    0.37650

SE of equation          =      0.006102294
Sum of squared residuals =  0.759655138E-02   0.295311397E-01
Sum of ABS residuals     =  0.511118491    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99411

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.385421976466E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     120 IER= 4 F=  0.205498042311E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.45101191675E-06  0.57293179491E-06  0.85946933443E-06

X VALUES

  0.31947165260E+00  0.12041584911E+01 -0.36540578342E+00

MEAN OF DEPENDENT VARIABLE   749999.250624746

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.319471653       0.019636666   16.26914
  2       1.100000000       1.204158491       0.065044904   18.51273
  3      -0.100000000      -0.365405783       0.060537752   -6.03600

SE of equation          =      0.010345542
Sum of squared residuals =  0.205498042E-01  -0.355033562E-01
Sum of ABS residuals     =  0.804474809    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99640

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.355725882441E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.283166654564E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.97253295263E-05 -0.10070013402E-05 -0.16532182392E-05

X VALUES

  0.53230048812E+00  0.12621512705E+01 -0.30720527772E+00

MEAN OF DEPENDENT VARIABLE   749999.264745674

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.532300488       0.014072869   37.82459
  2       1.100000000       1.262151270       0.071605301   17.62651
  3      -0.100000000      -0.307205278       0.068004324   -4.51744

SE of equation          =      0.011781646
Sum of squared residuals =  0.283166655E-01   0.152591555    
Sum of ABS residuals     =  0.968622806    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99039

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.479126630508E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     109 IER= 3 F=  0.478948496654E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.12608391615E-07 -0.99134819923E-07 -0.11939365590E-06

X VALUES

  0.51564594680E+00  0.11865694616E+01 -0.25054806262E+00

MEAN OF DEPENDENT VARIABLE   749999.262729444

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.515645947       0.472377560    1.09160
  2       1.100000000       1.186569462       2.609463088    0.45472
  3      -0.100000000      -0.250548063       2.407447770   -0.10407

SE of equation          =      0.484539652
Sum of squared residuals =   47.8948497        7.63942313    
Sum of ABS residuals     =   8.91611642    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96303

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.622796627801E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      89 IER= 3 F=  0.620529907330E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.32803301294E-06  0.13988647836E-06  0.46710639131E-06

X VALUES

  0.60323718410E+00  0.11067747436E+01 -0.22703286721E+00

MEAN OF DEPENDENT VARIABLE   749999.221614817

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.603237184       0.280154547    2.15323
  2       1.100000000       1.106774744       0.436674789    2.53455
  3      -0.100000000      -0.227032867       0.418592820   -0.54237

SE of equation          =      0.174407949
Sum of squared residuals =   6.20529907        3.23443477    
Sum of ABS residuals     =   6.02730773    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95113

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.930085535756E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.844485274216E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.46970422951E-06 -0.10631676595E-04 -0.10876473545E-04

X VALUES

  0.94898316978E+00  0.11089242429E+01 -0.12565702467E+00

MEAN OF DEPENDENT VARIABLE   749999.428404564

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.948983170       0.116395216    8.15311
  2       1.100000000       1.108924243       0.082192472   13.49180
  3      -0.100000000      -0.125657025       0.082254459   -1.52766

SE of equation          =      0.071758626
Sum of squared residuals =  0.844485274        1.66780922    
Sum of ABS residuals     =   5.44318320    
R squared                =    1.00000
Durbin-Watson statistic  =    1.82664

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.366300589456E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.300006120411E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.12416046296E-04  0.13719835145E-05  0.93262358779E-05

X VALUES

  0.60284668929E+00  0.11323016946E+01 -0.55824905534E+00

MEAN OF DEPENDENT VARIABLE   749999.306437854

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.602846689       0.029296137   20.57769
  2       1.100000000       1.132301695       0.099423075   11.38872
  3      -0.100000000      -0.558249055       0.098422278   -5.67198

SE of equation          =      0.038348641
Sum of squared residuals =  0.300006120        1.71146687    
Sum of ABS residuals     =   3.38270335    
R squared                =    1.00000
Durbin-Watson statistic  =    1.63787

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.637430246431E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.551687693612E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.43052041960E-06 -0.13407908116E-04 -0.13915365268E-04

X VALUES

  0.98534405720E+00  0.11204904213E+01 -0.31719513114E+00

MEAN OF DEPENDENT VARIABLE   749999.290684027

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.985344057       0.121951917    8.07978
  2       1.100000000       1.120490421       0.078039698   14.35795
  3      -0.100000000      -0.317195131       0.083009515   -3.82119

SE of equation          =      0.057999563
Sum of squared residuals =  0.551687694       0.662084152    
Sum of ABS residuals     =   4.25473629    
R squared                =    1.00000
Durbin-Watson statistic  =    1.84438

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.348041393707E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.305529824383E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.21759816037E-07 -0.10388840370E-06 -0.95798216251E-07

X VALUES

  0.40299498715E+00  0.92497568179E+00 -0.10372896596E+00

MEAN OF DEPENDENT VARIABLE   749999.259576984

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.402994987       0.114723072    3.51276
  2       1.100000000       0.924975682       0.077657535   11.91096
  3      -0.100000000      -0.103728966       0.082430764   -1.25838

SE of equation          =      0.044255220
Sum of squared residuals =  0.305529824       0.813197035    
Sum of ABS residuals     =   3.12162579    
R squared                =    1.00000
Durbin-Watson statistic  =    1.80041

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.360495902675E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     108 IER= 4 F=  0.285229472941E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.14908292643E-03  0.54667431730E-06  0.24352338088E-05

X VALUES

  0.48321737393E+00  0.84691583445E+00 -0.44621455469E+00

MEAN OF DEPENDENT VARIABLE   749999.280972889

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.483217374       0.025907161   18.65188
  2       1.100000000       0.846915834       0.095726883    8.84721
  3      -0.100000000      -0.446214555       0.090744229   -4.91728

SE of equation          =      0.037392295
Sum of squared residuals =  0.285229473        1.31780229    
Sum of ABS residuals     =   3.48277190    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69457

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.626669272083E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      46 IER= 3 F=  0.601418101999E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.18541791984E-11 -0.12444229183E-11

X VALUES

  0.14033623159E+01 -0.41819950047E+00

MEAN OF DEPENDENT VARIABLE   749999.274561294

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.403362316       0.138087513   10.16285
  2      -0.100000000      -0.418199500       0.148291428   -2.82012

SE of equation          =      0.022769802
Sum of squared residuals =  0.601418102E-01   0.775333287    
Sum of ABS residuals     =   1.23478333    
R squared                =    1.00000
Durbin-Watson statistic  =    1.30872

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.213226379142E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.208337145837E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.14413572163E-10  0.12531103442E-10

X VALUES

  0.12709326806E+01 -0.29901618205E+00

MEAN OF DEPENDENT VARIABLE   749999.202663657

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.270932681       0.113580213   11.18974
  2      -0.100000000      -0.299016182       0.112982441   -2.64657

SE of equation          =      0.031957167
Sum of squared residuals =  0.208337146       0.793902258    
Sum of ABS residuals     =   3.02869107    
R squared                =    1.00000
Durbin-Watson statistic  =    1.54397

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4824335E-01 0.5234225E-01 0.7641174      1.083667    
  1954.2 0.5135835E-01 0.5783462E-01 0.3646143     0.8143333    
  1954.3 0.5347965E-01 0.5970489E-01  1.450242     0.8696667    
  1954.4 0.5076125E-01 0.5361334E-01  3.301974      1.036333    
  1955.1 0.4840883E-01 0.4710636E-01  4.292059      1.256333    
  1955.2 0.4902655E-01 0.4380454E-01  4.085379      1.614333    
  1955.3 0.4791629E-01 0.4109694E-01  3.710919      1.861333    
  1955.4 0.4865452E-01 0.4208878E-01  3.833116      2.349333    
  1956.1 0.4926913E-01 0.4031458E-01  4.518313      2.379333    
  1956.2 0.4847535E-01 0.4190614E-01  4.508212      2.596667    
  1956.3 0.4776321E-01 0.4128671E-01  3.573128      2.596667    
  1956.4 0.5197668E-01 0.4100540E-01  3.121417      3.063667    
  1957.1 0.4878206E-01 0.3946671E-01  4.294378      3.171667    
  1957.2 0.4675670E-01 0.4062513E-01  4.791193      3.157000    
  1957.3 0.4514652E-01 0.4207225E-01  3.983120      3.382333    
  1957.4 0.4969868E-01 0.4923487E-01  3.384555      3.343333    
  1958.1 0.4978946E-01 0.6275076E-01  4.066664      1.838000    
  1958.2 0.4966015E-01 0.7359928E-01  4.021885      1.017667    
  1958.3 0.4955292E-01 0.7309055E-01  3.561756      1.710667    
  1958.4 0.4763402E-01 0.6352766E-01  3.647515      2.787667    
  1959.1 0.4928919E-01 0.5798631E-01  4.084566      2.800333    
  1959.2 0.5394475E-01 0.5104500E-01  4.113169      3.019333    
  1959.3 0.7221843E-01 0.5287044E-01  3.596344      3.533000    
  1959.4 0.8154769E-01 0.5592834E-01  1.161652      4.299333    
  1960.1 0.8893251E-01 0.5159512E-01 0.3438607      3.943000    
  1960.2 0.9177960E-01 0.5225835E-01 0.2178938      3.092333    
  1960.3 0.9229523E-01 0.5549938E-01  0.000000      2.390333    
  1960.4 0.9533345E-01 0.6251647E-01  0.000000      2.360667    
  1961.1 0.9440867E-01 0.6773354E-01  0.000000      2.376667    
  1961.2 0.8916344E-01 0.6971717E-01  0.000000      2.324667    
  1961.3 0.8150570E-01 0.6749309E-01 0.6564118      2.324667    
  1961.4 0.6994973E-01 0.6171891E-01  1.970948      2.475000    
  1962.1 0.6024906E-01 0.5614436E-01  3.140689      2.739000    
  1962.2 0.5338055E-01 0.5482584E-01  3.107258      2.716000    
  1962.3 0.4874331E-01 0.5539051E-01  3.106098      2.858000    
  1962.4 0.4494235E-01 0.5505923E-01  3.725420      2.803333    
  1963.1 0.4385599E-01 0.5779253E-01  4.553013      2.909000    
  1963.2 0.4375218E-01 0.5680856E-01  4.696806      2.941333    
  1963.3 0.4118571E-01 0.5493742E-01  4.809122      3.280667    
  1963.4 0.3958638E-01 0.5572673E-01  5.244695      3.499333    
  1964.1 0.3684787E-01 0.5457706E-01  5.383718      3.538000    
  1964.2 0.3655673E-01 0.5220257E-01  5.250700      3.481333    
  1964.3 0.3860260E-01 0.4989598E-01  4.983025      3.504000    
  1964.4 0.4077217E-01 0.4953597E-01  5.188355      3.685000    
  1965.1 0.4633630E-01 0.4871666E-01  4.183704      3.899667    
  1965.2 0.5182311E-01 0.4655354E-01  2.345705      3.879000    
  1965.3 0.5589988E-01 0.4351989E-01  1.627884      3.859667    
  1965.4 0.6046082E-01 0.4102298E-01  1.002008      4.158667    
  1966.1 0.5977269E-01 0.3848268E-01  1.494790      4.630667    
  1966.2 0.5850501E-01 0.3807639E-01  1.722215      4.597333    
  1966.3 0.5603721E-01 0.3750700E-01  2.204170      5.047667    
  1966.4 0.5055704E-01 0.3683286E-01  3.198696      5.246000    
  1967.1 0.3991282E-01 0.3809930E-01  4.685367      4.533667    
  1967.2 0.3335010E-01 0.3806934E-01  5.718253      3.657333    
  1967.3 0.2902326E-01 0.3784696E-01  6.243899      4.344667    
  1967.4 0.2468558E-01 0.3915978E-01  6.918107      4.787333    
  1968.1 0.2429427E-01 0.3728355E-01  7.509953      5.064667    
  1968.2 0.2724740E-01 0.3537721E-01  7.749755      5.510000    
  1968.3 0.2885331E-01 0.3510557E-01  8.854250      5.226333    
  1968.4 0.3290769E-01 0.3392130E-01  7.616775      5.580667    
  1969.1 0.3560311E-01 0.3376971E-01  6.705558      6.137667    
  1969.2 0.4626174E-01 0.3424592E-01  5.567228      6.240000    
  1969.3 0.5388423E-01 0.3590757E-01  4.202381      7.046667    
  1969.4 0.6286890E-01 0.3581941E-01  3.374183      7.317667    
  1970.1 0.7056961E-01 0.4159508E-01  2.147815      7.262667    
  1970.2 0.7487737E-01 0.4746577E-01 0.7873046      6.752333    
  1970.3 0.7876605E-01 0.5169088E-01 0.3389132      6.374667    
  1970.4 0.8121570E-01 0.5802797E-01  0.000000      5.358333    
  1971.1 0.7956032E-01 0.5914467E-01  0.000000      3.863333    
  1971.2 0.7576131E-01 0.5907857E-01  0.000000      4.206000    
  1971.3 0.7322096E-01 0.5983336E-01 0.9960190E-01  5.050333    
  1971.4 0.7271087E-01 0.5954344E-01  0.000000      4.234333    
  1972.1 0.6649826E-01 0.5768041E-01 0.5420712      3.435333    
  1972.2 0.6701110E-01 0.5658509E-01  1.059866      3.748333    
  1972.3 0.6572507E-01 0.5584112E-01  1.096460      4.241333    
  1972.4 0.6508891E-01 0.5304486E-01  1.380954      4.851333    
  1973.1 0.6336866E-01 0.4950510E-01  2.026035      5.639667    
  1973.2 0.6074370E-01 0.4889844E-01  2.684686      6.608333    
  1973.3 0.6160939E-01 0.4793204E-01  4.124023      8.388333    
  1973.4 0.6020691E-01 0.4769321E-01  5.987535      7.461667    
  1974.1 0.6250448E-01 0.5085049E-01  5.877534      7.600333    
  1974.2 0.6637560E-01 0.5161500E-01  5.003666      8.268000    
  1974.3 0.7184171E-01 0.5583721E-01  4.273937      8.286333    
  1974.4 0.7409009E-01 0.6556479E-01  4.203200      7.336000    
  1975.1 0.7619334E-01 0.8217515E-01  4.227726      5.873333    
  1975.2 0.8365533E-01 0.8828988E-01  3.449384      5.400667    
  1975.3 0.8755452E-01 0.8467753E-01  2.642165      6.336667    
  1975.4 0.8992452E-01 0.8259670E-01  2.175100      5.684333    
  1976.1 0.9035532E-01 0.7723461E-01  2.764381      4.953333    
  1976.2 0.8737072E-01 0.7526804E-01  3.632409      5.168667    
  1976.3 0.8782400E-01 0.7700112E-01  4.136096      5.168667    
  1976.4 0.8421036E-01 0.7733424E-01  3.097659      4.698000    
  1977.1 0.8304890E-01 0.7493048E-01  3.488724      4.624000    
  1977.2 0.8031825E-01 0.7104693E-01  4.442035      4.828667    
  1977.3 0.7460243E-01 0.6864221E-01  5.071723      5.472000    
  1977.4 0.6938902E-01 0.6612385E-01  5.717740      6.137000    
  1978.1 0.6788330E-01 0.6326666E-01  5.730672      6.408000    
  1978.2 0.6633471E-01 0.5999476E-01  5.663866      6.481000    
  1978.3 0.6460662E-01 0.6021465E-01  5.533718      7.315333    
  1978.4 0.6302193E-01 0.5883992E-01  5.139125      8.680333    
  1979.1 0.7067601E-01 0.5877879E-01  5.102971      9.357667    
  1979.2 0.7140229E-01 0.5714052E-01  5.566065      9.372333    
  1979.3 0.6401923E-01 0.5868435E-01  6.736368      9.631333    
  1979.4 0.6420560E-01 0.5940129E-01  10.16525      11.80367    
  1980.1 0.6134781E-01 0.6296949E-01  9.605249      13.45867    
  1980.2 0.6191616E-01 0.7323656E-01  8.577512      10.04933    
  1980.3 0.6519157E-01 0.7680771E-01  9.581993      9.235333    
  1980.4 0.6753497E-01 0.7398623E-01  10.81636      13.70967    
  1981.1 0.7317049E-01 0.7426606E-01  10.40078      14.36900    
  1981.2 0.8097748E-01 0.7398937E-01  10.72009      14.82900    
  1981.3 0.8863831E-01 0.7417361E-01  9.835449      15.08733    
  1981.4 0.9294009E-01 0.8241053E-01  11.35832      12.02267    
  1982.1 0.9813971E-01 0.8843563E-01  15.62564      12.89500    
  1982.2 0.1016678     0.9425762E-01  11.52548      12.35900    
  1982.3 0.1030673     0.9942961E-01  7.636601      9.705333    
  1982.4 0.1044702     0.1067659      6.643783      7.935000    
  1983.1 0.1010737     0.1039701      6.480431      8.081333    
  1983.2 0.9715241E-01 0.1010214      6.427743      8.420667    
  1983.3 0.9376243E-01 0.9360138E-01  5.873411      9.186667    
  1983.4 0.8987467E-01 0.8541760E-01  5.210330      8.793333    
  1984.1 0.8974183E-01 0.7871758E-01  4.800840      9.133333    
  1984.2 0.8566288E-01 0.7478733E-01  4.697534      9.843333    
  1984.3 0.7975969E-01 0.7451999E-01  4.806764      10.34333    
  1984.4 0.7304255E-01 0.7283015E-01  4.609053      8.973333    
  1985.1 0.7063333E-01 0.7279936E-01  4.542078      8.183333    
  1985.2 0.6931576E-01 0.7288834E-01  4.663890      7.523333    
  1985.3 0.6812906E-01 0.7210537E-01  4.213877      7.103333    
  1985.4 0.6573637E-01 0.7054201E-01  4.250966      7.146667    
  1986.1 0.6683405E-01 0.7015712E-01  3.996844      6.886667    
  1986.2 0.6948740E-01 0.7180384E-01  3.466627      6.130000    
  1986.3 0.6825869E-01 0.6991001E-01  3.197442      5.533333    
  1986.4 0.6702351E-01 0.6835172E-01  3.234056      5.340000    
  1987.1 0.6617196E-01 0.6620689E-01  3.690248      5.533333    
  1987.2 0.6322985E-01 0.6280795E-01  3.582471      5.733333    
  1987.3 0.6265181E-01 0.6014193E-01  4.507125      6.033333    
  1987.4 0.5974732E-01 0.5868976E-01  5.901226      6.003333    
  1988.1 0.5908990E-01 0.5727587E-01  5.574624      5.760000    
  1988.2 0.5861681E-01 0.5487146E-01  4.916617      6.230000    
  1988.3 0.5726162E-01 0.5492451E-01  4.863509      6.993333    
  1988.4 0.5706279E-01 0.5350265E-01  4.329010      7.703333    
  1989.1 0.5788326E-01 0.5215423E-01  4.187777      8.533333    
  1989.2 0.5824899E-01 0.5244464E-01  4.533616      8.440000    
  1989.3 0.5807492E-01 0.5277223E-01  4.680927      7.850000    
  1989.4 0.5779876E-01 0.5373561E-01  4.585173      7.633333    
  1990.1 0.5931012E-01 0.5300361E-01  4.210314      7.756667    
  1990.2 0.6183627E-01 0.5337414E-01  3.646385      7.766667    
  1990.3 0.6714265E-01 0.5687498E-01  2.605526      7.493333    
  1990.4 0.7027918E-01 0.6113686E-01  2.124451      7.023333    
  1991.1 0.7483056E-01 0.6574073E-01  1.660354      6.053333    
  1991.2 0.7638256E-01 0.6823443E-01  1.235155      5.593333    
  1991.3 0.7666367E-01 0.6853392E-01  1.303845      5.406667    
  1991.4 0.7489232E-01 0.7096660E-01  1.597549      4.583333    
  1992.1 0.7095013E-01 0.7379080E-01  2.130738      3.910000    
  1992.2 0.6466071E-01 0.7594573E-01  2.452590      3.723333    
  1992.3 0.6106031E-01 0.7626478E-01  3.521132      3.130000    
  1992.4 0.5687598E-01 0.7406133E-01  5.197471      3.076667    
  1993.1 0.5313930E-01 0.7149713E-01  5.899365      2.993333    
  1993.2 0.5387476E-01 0.7068857E-01  5.394960      2.983333    
  1993.3 0.5287697E-01 0.6799552E-01  5.787436      3.020000    
  1993.4 0.5465543E-01 0.6619143E-01  5.458171      3.080000    
  1994.1 0.5882639E-01 0.6555817E-01  4.381606      3.250000    
  1994.2 0.6462735E-01 0.6165512E-01  3.291063      4.036667    
  1994.3 0.6986240E-01 0.6001291E-01  1.907658      4.510000    
  1994.4 0.7229915E-01 0.5619378E-01  1.301595      5.283333    
  1995.1 0.7747267E-01 0.5477964E-01 0.4166016      5.780000    
  1995.2 0.8043063E-01 0.5674622E-01  0.000000      5.623333    
  1995.3 0.8033118E-01 0.5658385E-01  0.000000      5.380000    
  1995.4 0.8028435E-01 0.5572015E-01  0.000000      5.270000    
  1996.1 0.8139695E-01 0.5545427E-01  0.000000      4.950000    
  1996.2 0.8116101E-01 0.5470120E-01  0.000000      5.040000    
  1996.3 0.8088049E-01 0.5259294E-01  0.000000      5.136667    
  1996.4 0.7766183E-01 0.5310254E-01 0.1931922      4.970000    
  1997.1 0.7223115E-01 0.5223738E-01 0.8906309      5.063333    
  1997.2 0.6573387E-01 0.4974959E-01  1.414622      5.073333    
  1997.3 0.5948423E-01 0.4858023E-01  1.944271      5.056667    
  1997.4 0.5336968E-01 0.4680572E-01  2.226868      5.086667    
  1998.1 0.5278722E-01 0.4637954E-01  2.012766      5.053333    
  1998.2 0.5293276E-01 0.4414228E-01  1.802347      4.976667    
  1998.3 0.5285120E-01 0.4528502E-01  1.355796      4.823333    
  1998.4 0.5141402E-01 0.4429607E-01  1.270811      4.253333    
  1999.1 0.5204801E-01 0.4284456E-01  3.140311      4.406667    
  1999.2 0.5274572E-01 0.4248440E-01  3.751990      4.453333    
  1999.3 0.5408817E-01 0.4243400E-01  2.546018      4.650000    
  1999.4 0.6020629E-01 0.4077788E-01  1.807883      5.043333    
  2000.1 0.5755624E-01 0.4048765E-01  2.753895      5.520000    
  2000.2 0.5851757E-01 0.3947782E-01  3.194490      5.713333    
  2000.3 0.6065936E-01 0.4030117E-01  2.691835      6.016667    
  2000.4 0.6436693E-01 0.3918419E-01  1.765710      6.016667    
  2001.1 0.6819560E-01 0.4230321E-01  1.394006      4.816667    
  2001.2 0.6951936E-01 0.4411448E-01  1.746378      3.660000    
  2001.3 0.6888202E-01 0.4819249E-01  1.888011      3.170000    
  2001.4 0.6922076E-01 0.5537421E-01  1.297116      1.906667    
  2002.1 0.7080124E-01 0.5705425E-01  1.234878      1.820000    
  2002.2 0.6770457E-01 0.5845793E-01  1.742293      1.716667    
  2002.3 0.6379716E-01 0.5732000E-01  2.921557      1.643333    
  2002.4 0.6072611E-01 0.5851777E-01  3.595410      1.333333    
  2003.1 0.6829452E-01 0.5873963E-01  3.059079      1.156667    
  2003.2 0.6690049E-01 0.6152488E-01  3.085267      1.043333    
  2003.3 0.5902445E-01 0.6107130E-01  4.029433     0.9300000    
  2003.4 0.5790921E-01 0.5820932E-01  3.403669     0.9166667    
  2004.1 0.5499474E-01 0.5687648E-01  3.865419     0.9166667    
  2004.2 0.5161796E-01 0.5595400E-01  4.626809      1.076667    
  2004.3 0.4937180E-01 0.5440757E-01  5.218289      1.486667    
  2004.4 0.4662195E-01 0.5396538E-01  4.249820      2.006667    
  2005.1 0.4815354E-01 0.5292068E-01  4.434652      2.536667    
  2005.2 0.5063690E-01 0.5115378E-01  4.794556      2.863333    
  2005.3 0.5387193E-01 0.4975337E-01  4.986275      3.360000    
  2005.4 0.5803855E-01 0.4964352E-01  4.944449      3.826667    
  2006.1 0.6273063E-01 0.4731667E-01  4.863289      4.393333    
  2006.2 0.7081630E-01 0.4666969E-01  2.486126      4.703333    
  2006.3 0.6617619E-01 0.4655398E-01  1.692053      4.906667    
  2006.4 0.5822724E-01 0.4466963E-01  3.911463      4.903333    
  2007.1 0.5270641E-01 0.4536088E-01  4.347455      4.983333    
  2007.2 0.4934734E-01 0.4507805E-01  3.125311      4.736667    
  2007.3 0.4945090E-01 0.4670151E-01  2.410621      4.303333    
  2007.4 0.5385271E-01 0.4813029E-01  1.516010      3.390000    
  2008.1 0.5521257E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5620801E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5782520E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6516160E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7334345E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8262808E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8879522E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9246774E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9545679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9513749E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1001685     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1066891     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1186103     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1205856     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1150950     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1130716     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1129624     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1108785     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1094583     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1069237     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1088898     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1111978     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1119154     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1096899     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1059917     0.7353172E-01  0.000000     0.2222305    
  2014.2 0.9988494E-01 0.7371212E-01 0.5611741     0.2267692    
  2014.3 0.9703910E-01 0.7344075E-01  1.389294     0.2727381    
  2014.4 0.9422390E-01 0.7270034E-01  2.405311     0.3896289    
  2015.1 0.9132414E-01 0.7163268E-01  2.227720     0.5446822    
  2015.2 0.8998092E-01 0.7041296E-01  1.841753     0.7056998    
  2015.3 0.8784623E-01 0.6919799E-01  1.881313     0.8622789    
  2015.4 0.8933101E-01 0.6810526E-01  1.404690      1.011500    
  2016.1 0.9371103E-01 0.6720077E-01 0.4676440      1.148466    
  2016.2 0.9649722E-01 0.6650839E-01 0.4052777E-01  1.268463    
  2016.3 0.9801998E-01 0.6602361E-01  0.000000      1.370028    
  2016.4 0.9574247E-01 0.6572500E-01 0.1070002      1.454232    
  2017.1 0.9468296E-01 0.6557762E-01 0.9540881      1.523254    
  2017.2 0.9297835E-01 0.6554472E-01  1.446162      1.579320    
  2017.3 0.9405355E-01 0.6559437E-01 0.7238522      1.624370    
  2017.4 0.9848033E-01 0.6569973E-01  0.000000      1.660170    
  2018.1 0.1033250     0.6583532E-01  0.000000      1.688692    
  2018.2 0.1063094     0.6598118E-01  0.000000      1.711782    
  2018.3 0.1092861     0.6612472E-01  0.000000      1.730742    
  2018.4 0.1092338     0.6625905E-01  0.000000      1.746369    
  2019.1 0.1059637     0.6637441E-01  0.000000      1.759767    
  2019.2 0.1025280     0.6646188E-01  0.000000      1.772234    
  2019.3 0.1005103     0.6651811E-01 0.7963383      1.784603    
  2019.4 0.9656416E-01 0.6654506E-01  2.135752      1.797049    
  2020.1 0.9347681E-01 0.6654177E-01  2.672000      1.809908    
  2020.2 0.9317860E-01 0.6650849E-01  2.566415      1.823601    
  2020.3 0.8668081E-01 0.6644969E-01  3.741350      1.838160    
  2020.4 0.8077509E-01 0.6637212E-01  2.828620      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.283577394055E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     101 IER= 4 F=  0.237444590094E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.27520395451E-06  0.11011990742E-05  0.81804260756E-06

X VALUES

  0.54748778876E+00  0.97490482574E+00 -0.14054255990E+00

MEAN OF DEPENDENT VARIABLE   749999.214901967

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.547487789       0.016471824   33.23784
  2       1.100000000       0.974904826       0.069666226   13.99394
  3      -0.100000000      -0.140542560       0.064104572   -2.19240

SE of equation          =      0.010788624
Sum of squared residuals =  0.237444590E-01  -0.683649311E-01
Sum of ABS residuals     =  0.848372762    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98958

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.229110795068E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     122 IER= 4 F=  0.130550512528E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.39466160308E-05  0.12385681744E-05  0.12799532274E-05

X VALUES

  0.66401134320E+00  0.10427000438E+01 -0.10306832510E+00

MEAN OF DEPENDENT VARIABLE   749999.223802731

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.664011343       0.016532114   40.16494
  2       1.100000000       1.042700044       0.069741692   14.95089
  3      -0.100000000      -0.103068325       0.065034154   -1.58483

SE of equation          =      0.007999709
Sum of squared residuals =  0.130550513E-01  -0.178359441    
Sum of ABS residuals     =  0.647217547    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98414

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.468719584162E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.365968652995E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.31061275988E-07  0.24118167134E-06  0.31241568298E-06

X VALUES

  0.59139361459E+00  0.10486736619E+01 -0.19627414258E+00

MEAN OF DEPENDENT VARIABLE   749999.240283682

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.591393615       0.025467857   23.22118
  2       1.100000000       1.048673662       0.070115902   14.95629
  3      -0.100000000      -0.196274143       0.064607510   -3.03795

SE of equation          =      0.013806110
Sum of squared residuals =  0.365968653E-01  -0.136578389    
Sum of ABS residuals     =   1.00471382    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98335

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.374194375749E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      86 IER= 4 F=  0.353319499558E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.59472312146E-05  0.99818589308E-06  0.99723870238E-06

X VALUES

  0.48462604196E+00  0.10702214219E+01 -0.90686853802E-01

MEAN OF DEPENDENT VARIABLE   749999.255780888

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.484626042       0.019061076   25.42490
  2       1.100000000       1.070221422       0.070926434   15.08918
  3      -0.100000000      -0.090686854       0.069504309   -1.30477

SE of equation          =      0.013160389
Sum of squared residuals =  0.353319500E-01  -0.390337555    
Sum of ABS residuals     =   1.15960971    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99130

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.390630972791E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      88 IER= 3 F=  0.390492707577E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.20383761319E-05  0.61299225418E-06  0.25666079327E-06

X VALUES

  0.54513111684E+00  0.14558775744E+01 -0.46910735777E+00

MEAN OF DEPENDENT VARIABLE   749999.229789689

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.545131117       0.297977650    1.82944
  2       1.100000000       1.455877574       1.736369349    0.83846
  3      -0.100000000      -0.469107358       1.693374050   -0.27703

SE of equation          =      0.437513421
Sum of squared residuals =   39.0492708        6.87162912    
Sum of ABS residuals     =   8.79031900    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94056

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.121830033701E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.121311147399E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.38675616773E-05  0.95297590200E-05  0.25181485837E-05

X VALUES

  0.36820772920E+00  0.70292968879E+00  0.25186886271E+00

MEAN OF DEPENDENT VARIABLE   749999.209982790

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.368207729       0.420543642    0.87555
  2       1.100000000       0.702929689       0.492666394    1.42679
  3      -0.100000000       0.251868863       0.495563476    0.50825

SE of equation          =      0.243857025
Sum of squared residuals =   12.1311147        3.74970292    
Sum of ABS residuals     =   7.19026826    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97488

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.800949650184E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      91 IER= 4 F=  0.754489658609E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.33358561610E-07 -0.69740535595E-08  0.30609984287E-06

X VALUES

  0.70205670912E+00  0.99074011733E+00 -0.19018395236E-01

MEAN OF DEPENDENT VARIABLE   749999.357780531

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.702056709       0.086306883    8.13442
  2       1.100000000       0.990740117       0.082428260   12.01942
  3      -0.100000000      -0.019018395       0.081978617   -0.23199

SE of equation          =      0.067827330
Sum of squared residuals =  0.754489659       0.762805608    
Sum of ABS residuals     =   4.71777661    
R squared                =    1.00000
Durbin-Watson statistic  =    1.83505

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.368398955851E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.334947702215E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.23965171779E-06 -0.19551389674E-07  0.13315079640E-07

X VALUES

  0.58512350640E+00  0.87173288503E+00 -0.12621788970E+00

MEAN OF DEPENDENT VARIABLE   749999.309902478

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.585123506       0.041422440   14.12576
  2       1.100000000       0.871732885       0.108291479    8.04988
  3      -0.100000000      -0.126217890       0.106960025   -1.18005

SE of equation          =      0.040520371
Sum of squared residuals =  0.334947702        1.20320603    
Sum of ABS residuals     =   3.82816971    
R squared                =    1.00000
Durbin-Watson statistic  =    1.67086

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.684634740823E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     107 IER= 4 F=  0.526753932262E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.10063450181E-05 -0.25589329212E-05 -0.25580360332E-05

X VALUES

  0.10686531896E+01  0.82879104130E+00  0.12636699610E+00

MEAN OF DEPENDENT VARIABLE   749999.248438659

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.068653190       0.103464055   10.32874
  2       1.100000000       0.828791041       0.081240093   10.20175
  3      -0.100000000       0.126366996       0.081302158    1.55429

SE of equation          =      0.056673752
Sum of squared residuals =  0.526753932       0.362532043    
Sum of ABS residuals     =   3.57567065    
R squared                =    1.00000
Durbin-Watson statistic  =    1.78944

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.419939498025E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 3 F=  0.303428779529E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.15896145932E-08  0.48369857112E-09  0.28733572943E-09

X VALUES

 -0.14841483825E+00  0.83031706757E+00  0.15262219411E+00

MEAN OF DEPENDENT VARIABLE   749999.229841336

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000      -0.148414838       0.081131225   -1.82932
  2       1.100000000       0.830317068       0.090508907    9.17387
  3      -0.100000000       0.152622194       0.093280503    1.63616

SE of equation          =      0.044102792
Sum of squared residuals =  0.303428780       0.242893205    
Sum of ABS residuals     =   3.07563037    
R squared                =    1.00000
Durbin-Watson statistic  =    1.84863

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.386950181320E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     108 IER= 4 F=  0.305291608474E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10789541638E-03  0.80937672822E-05  0.23275664381E-05

X VALUES

  0.48547038006E+00  0.90986678142E+00 -0.43627723839E+00

MEAN OF DEPENDENT VARIABLE   749999.291163011

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.485470380       0.025517822   19.02476
  2       1.100000000       0.909866781       0.087733652   10.37078
  3      -0.100000000      -0.436277238       0.084075401   -5.18912

SE of equation          =      0.038684978
Sum of squared residuals =  0.305291608        1.13080746    
Sum of ABS residuals     =   3.64179180    
R squared                =    1.00000
Durbin-Watson statistic  =    1.71928

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.734202939468E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      45 IER= 3 F=  0.713929664441E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.25476818268E-12  0.00000000000E+00

X VALUES

  0.10894443460E+01 -0.28747658751E+00

MEAN OF DEPENDENT VARIABLE   749999.280070378

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.089444346       0.241795814    4.50564
  2      -0.100000000      -0.287476588       0.228762931   -1.25666

SE of equation          =      0.024808398
Sum of squared residuals =  0.713929664E-01   0.914709031    
Sum of ABS residuals     =   1.16121927    
R squared                =    1.00000
Durbin-Watson statistic  =    1.23023

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.279474678913E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.268250587131E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.28527095959E-12  0.00000000000E+00

X VALUES

  0.97295482358E+00 -0.52563139869E-01

MEAN OF DEPENDENT VARIABLE   749999.274276146

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.972954824       0.090345307   10.76929
  2      -0.100000000      -0.052563140       0.087733489   -0.59912

SE of equation          =      0.036262293
Sum of squared residuals =  0.268250587        1.16685598    
Sum of ABS residuals     =   3.41254461    
R squared                =    1.00000
Durbin-Watson statistic  =    1.71306

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4730086E-01 0.5234225E-01  1.278339      1.083667    
  1954.2 0.5357864E-01 0.5783462E-01  1.181677     0.8143333    
  1954.3 0.5047122E-01 0.5970489E-01  2.672274     0.8696667    
  1954.4 0.4923665E-01 0.5361334E-01  2.942790      1.036333    
  1955.1 0.4482838E-01 0.4710636E-01  3.332732      1.256333    
  1955.2 0.4417887E-01 0.4380454E-01  3.590479      1.614333    
  1955.3 0.4201808E-01 0.4109694E-01  3.735797      1.861333    
  1955.4 0.3998884E-01 0.4208878E-01  3.943288      2.349333    
  1956.1 0.3797142E-01 0.4031458E-01  4.602191      2.379333    
  1956.2 0.3502412E-01 0.4190614E-01  5.279678      2.596667    
  1956.3 0.2968155E-01 0.4128671E-01  5.929354      2.596667    
  1956.4 0.2144889E-01 0.4100540E-01  6.733504      3.063667    
  1957.1 0.1143182E-01 0.3946671E-01  7.309776      3.171667    
  1957.2 0.5705391E-02 0.4062513E-01  7.597826      3.157000    
  1957.3 0.7281966E-02 0.4207225E-01  8.016723      3.382333    
  1957.4 0.5948189E-02 0.4923487E-01  8.405158      3.343333    
  1958.1 0.4355649E-02 0.6275076E-01  8.929540      1.838000    
  1958.2 0.1255746E-01 0.7359928E-01  8.233940      1.017667    
  1958.3 0.2020991E-01 0.7309055E-01  6.622028      1.710667    
  1958.4 0.3133760E-01 0.6352766E-01  5.313363      2.787667    
  1959.1 0.4055228E-01 0.5798631E-01  4.608886      2.800333    
  1959.2 0.4471666E-01 0.5104500E-01  4.181042      3.019333    
  1959.3 0.6388143E-01 0.5287044E-01  3.473062      3.533000    
  1959.4 0.6920558E-01 0.5592834E-01  3.956980      4.299333    
  1960.1 0.7286175E-01 0.5159512E-01  2.989461      3.943000    
  1960.2 0.6910050E-01 0.5225835E-01  2.946876      3.092333    
  1960.3 0.6512128E-01 0.5549938E-01  3.742553      2.390333    
  1960.4 0.6727404E-01 0.6251647E-01  1.569381      2.360667    
  1961.1 0.6779854E-01 0.6773354E-01 0.7789253      2.376667    
  1961.2 0.7161121E-01 0.6971717E-01  1.291646      2.324667    
  1961.3 0.7173380E-01 0.6749309E-01  2.803100      2.324667    
  1961.4 0.6925356E-01 0.6171891E-01  1.811355      2.475000    
  1962.1 0.6759686E-01 0.5614436E-01  1.819519      2.739000    
  1962.2 0.6838145E-01 0.5482584E-01  2.139389      2.716000    
  1962.3 0.6757450E-01 0.5539051E-01  2.268558      2.858000    
  1962.4 0.6762249E-01 0.5505923E-01  2.417406      2.803333    
  1963.1 0.6500070E-01 0.5779253E-01  1.969248      2.909000    
  1963.2 0.6392146E-01 0.5680856E-01  2.025852      2.941333    
  1963.3 0.5749224E-01 0.5493742E-01  2.685248      3.280667    
  1963.4 0.5114643E-01 0.5572673E-01  3.205788      3.499333    
  1964.1 0.4593024E-01 0.5457706E-01  3.936702      3.538000    
  1964.2 0.4052762E-01 0.5220257E-01  4.535627      3.481333    
  1964.3 0.3501047E-01 0.4989598E-01  5.082709      3.504000    
  1964.4 0.3078368E-01 0.4953597E-01  5.985944      3.685000    
  1965.1 0.2815158E-01 0.4871666E-01  7.132265      3.899667    
  1965.2 0.2817819E-01 0.4655354E-01  7.354733      3.879000    
  1965.3 0.2382810E-01 0.4351989E-01  7.667988      3.859667    
  1965.4 0.1811193E-01 0.4102298E-01  8.615029      4.158667    
  1966.1 0.1579650E-01 0.3848268E-01  9.617198      4.630667    
  1966.2 0.1611967E-01 0.3807639E-01  9.718602      4.597333    
  1966.3 0.1106890E-01 0.3750700E-01  10.84770      5.047667    
  1966.4 0.1347311E-01 0.3683286E-01  10.68388      5.246000    
  1967.1 0.1289513E-01 0.3809930E-01  10.10324      4.533667    
  1967.2 0.1544813E-01 0.3806934E-01  9.711343      3.657333    
  1967.3 0.2281498E-01 0.3784696E-01  9.020059      4.344667    
  1967.4 0.2990496E-01 0.3915978E-01  8.595212      4.787333    
  1968.1 0.2934406E-01 0.3728355E-01  9.168652      5.064667    
  1968.2 0.2789400E-01 0.3537721E-01  10.11014      5.510000    
  1968.3 0.3619619E-01 0.3510557E-01  10.31657      5.226333    
  1968.4 0.4017956E-01 0.3392130E-01  9.038001      5.580667    
  1969.1 0.4454751E-01 0.3376971E-01  8.331407      6.137667    
  1969.2 0.5122541E-01 0.3424592E-01  7.941455      6.240000    
  1969.3 0.5547606E-01 0.3590757E-01  8.570184      7.046667    
  1969.4 0.6022652E-01 0.3581941E-01  6.768122      7.317667    
  1970.1 0.6217539E-01 0.4159508E-01  6.131119      7.262667    
  1970.2 0.6322446E-01 0.4746577E-01  6.976289      6.752333    
  1970.3 0.6867781E-01 0.5169088E-01  7.791955      6.374667    
  1970.4 0.6799760E-01 0.5802797E-01  6.867218      5.358333    
  1971.1 0.6622867E-01 0.5914467E-01  5.771721      3.863333    
  1971.2 0.6352749E-01 0.5907857E-01  6.303871      4.206000    
  1971.3 0.6052792E-01 0.5983336E-01  7.373877      5.050333    
  1971.4 0.5774890E-01 0.5954344E-01  8.503061      4.234333    
  1972.1 0.5629094E-01 0.5768041E-01  8.842307      3.435333    
  1972.2 0.5714634E-01 0.5658509E-01  8.385692      3.748333    
  1972.3 0.5844581E-01 0.5584112E-01  8.447453      4.241333    
  1972.4 0.5650262E-01 0.5304486E-01  9.154499      4.851333    
  1973.1 0.5596253E-01 0.4950510E-01  9.586526      5.639667    
  1973.2 0.5635454E-01 0.4889844E-01  9.162082      6.608333    
  1973.3 0.5816737E-01 0.4793204E-01  8.892617      8.388333    
  1973.4 0.5717457E-01 0.4769321E-01  9.227584      7.461667    
  1974.1 0.5763665E-01 0.5085049E-01  9.391662      7.600333    
  1974.2 0.5691459E-01 0.5161500E-01  9.407391      8.268000    
  1974.3 0.5868314E-01 0.5583721E-01  9.584956      8.286333    
  1974.4 0.6372975E-01 0.6556479E-01  9.190822      7.336000    
  1975.1 0.6586788E-01 0.8217515E-01  8.510796      5.873333    
  1975.2 0.6782844E-01 0.8828988E-01  8.569843      5.400667    
  1975.3 0.7084782E-01 0.8467753E-01  9.314515      6.336667    
  1975.4 0.7238700E-01 0.8259670E-01  9.914006      5.684333    
  1976.1 0.7519084E-01 0.7723461E-01  9.489454      4.953333    
  1976.2 0.7605544E-01 0.7526804E-01  9.511638      5.168667    
  1976.3 0.7831827E-01 0.7700112E-01  9.679068      5.168667    
  1976.4 0.7784107E-01 0.7733424E-01  9.996696      4.698000    
  1977.1 0.8486694E-01 0.7493048E-01  8.354446      4.624000    
  1977.2 0.9111805E-01 0.7104693E-01  6.050443      4.828667    
  1977.3 0.9712859E-01 0.6864221E-01  4.773155      5.472000    
  1977.4 0.1039772     0.6612385E-01  3.409717      6.137000    
  1978.1 0.1034083     0.6326666E-01  3.009428      6.408000    
  1978.2 0.9710488E-01 0.5999476E-01  4.287659      6.481000    
  1978.3 0.9136158E-01 0.6021465E-01  5.548611      7.315333    
  1978.4 0.8417441E-01 0.5883992E-01  6.655913      8.680333    
  1979.1 0.7752880E-01 0.5877879E-01  7.511252      9.357667    
  1979.2 0.7136009E-01 0.5714052E-01  7.383427      9.372333    
  1979.3 0.6949848E-01 0.5868435E-01  7.301043      9.631333    
  1979.4 0.7085921E-01 0.5940129E-01  10.58787      11.80367    
  1980.1 0.7078650E-01 0.6296949E-01  9.826445      13.45867    
  1980.2 0.7051344E-01 0.7323656E-01  12.26251      10.04933    
  1980.3 0.8024254E-01 0.7680771E-01  15.32479      9.235333    
  1980.4 0.8612245E-01 0.7398623E-01  18.20829      13.70967    
  1981.1 0.9064207E-01 0.7426606E-01  14.09960      14.36900    
  1981.2 0.9710792E-01 0.7398937E-01  12.96054      14.82900    
  1981.3 0.1048572     0.7417361E-01  11.17145      15.08733    
  1981.4 0.1084616     0.8241053E-01  10.84137      12.02267    
  1982.1 0.1056376     0.8843563E-01  13.62189      12.89500    
  1982.2 0.1003420     0.9425762E-01  12.90533      12.35900    
  1982.3 0.9721651E-01 0.9942961E-01  11.67277      9.705333    
  1982.4 0.9242837E-01 0.1067659      11.36924      7.935000    
  1983.1 0.8291116E-01 0.1039701      11.41242      8.081333    
  1983.2 0.7525642E-01 0.1010214      11.70919      8.420667    
  1983.3 0.6632454E-01 0.9360138E-01  12.01125      9.186667    
  1983.4 0.6219795E-01 0.8541760E-01  11.90584      8.793333    
  1984.1 0.5842665E-01 0.7871758E-01  11.93521      9.133333    
  1984.2 0.5705049E-01 0.7478733E-01  11.97905      9.843333    
  1984.3 0.5745233E-01 0.7451999E-01  11.78920      10.34333    
  1984.4 0.5837658E-01 0.7283015E-01  11.26268      8.973333    
  1985.1 0.6007134E-01 0.7279936E-01  11.40956      8.183333    
  1985.2 0.6384756E-01 0.7288834E-01  11.42280      7.523333    
  1985.3 0.6348201E-01 0.7210537E-01  12.14946      7.103333    
  1985.4 0.6341715E-01 0.7054201E-01  10.52175      7.146667    
  1986.1 0.6480923E-01 0.7015712E-01  9.130039      6.886667    
  1986.2 0.6005621E-01 0.7180384E-01  9.301096      6.130000    
  1986.3 0.5749563E-01 0.6991001E-01  9.994868      5.533333    
  1986.4 0.5271978E-01 0.6835172E-01  9.770785      5.340000    
  1987.1 0.4804564E-01 0.6620689E-01  10.39550      5.533333    
  1987.2 0.4654399E-01 0.6280795E-01  10.90113      5.733333    
  1987.3 0.5055311E-01 0.6014193E-01  11.19356      6.033333    
  1987.4 0.5109263E-01 0.5868976E-01  9.698388      6.003333    
  1988.1 0.5515777E-01 0.5727587E-01  7.994913      5.760000    
  1988.2 0.5790380E-01 0.5487146E-01  7.333578      6.230000    
  1988.3 0.5894581E-01 0.5492451E-01  7.175857      6.993333    
  1988.4 0.5989355E-01 0.5350265E-01  6.132556      7.703333    
  1989.1 0.6152415E-01 0.5215423E-01  5.281603      8.533333    
  1989.2 0.5844230E-01 0.5244464E-01  5.090236      8.440000    
  1989.3 0.5647431E-01 0.5277223E-01  5.925227      7.850000    
  1989.4 0.5189544E-01 0.5373561E-01  7.219510      7.633333    
  1990.1 0.4876107E-01 0.5300361E-01  7.406247      7.756667    
  1990.2 0.5253115E-01 0.5337414E-01  4.634520      7.766667    
  1990.3 0.4803675E-01 0.5687498E-01  3.465233      7.493333    
  1990.4 0.4214591E-01 0.6113686E-01  5.706950      7.023333    
  1991.1 0.3516026E-01 0.6574073E-01  6.622259      6.053333    
  1991.2 0.3366440E-01 0.6823443E-01  6.507844      5.593333    
  1991.3 0.3278768E-01 0.6853392E-01  6.089920      5.406667    
  1991.4 0.3523711E-01 0.7096660E-01  5.468832      4.583333    
  1992.1 0.3707265E-01 0.7379080E-01  5.815082      3.910000    
  1992.2 0.3785271E-01 0.7594573E-01  6.134771      3.723333    
  1992.3 0.3932760E-01 0.7626478E-01  5.906665      3.130000    
  1992.4 0.4017373E-01 0.7406133E-01  5.915377      3.076667    
  1993.1 0.4201158E-01 0.7149713E-01  6.858136      2.993333    
  1993.2 0.4346472E-01 0.7068857E-01  6.982523      2.983333    
  1993.3 0.4810086E-01 0.6799552E-01  5.929980      3.020000    
  1993.4 0.5797980E-01 0.6619143E-01  4.732034      3.080000    
  1994.1 0.6709923E-01 0.6555817E-01  3.799621      3.250000    
  1994.2 0.7998271E-01 0.6165512E-01  2.260263      4.036667    
  1994.3 0.8734538E-01 0.6001291E-01 0.4581221      4.510000    
  1994.4 0.9239550E-01 0.5619378E-01  0.000000      5.283333    
  1995.1 0.9411921E-01 0.5477964E-01 0.7164628E-01  5.780000    
  1995.2 0.9397991E-01 0.5674622E-01  0.000000      5.623333    
  1995.3 0.9216427E-01 0.5658385E-01  0.000000      5.380000    
  1995.4 0.8814052E-01 0.5572015E-01 0.7562312E-01  5.270000    
  1996.1 0.8375835E-01 0.5545427E-01 0.6147199      4.950000    
  1996.2 0.7997253E-01 0.5470120E-01 0.9664091      5.040000    
  1996.3 0.7672770E-01 0.5259294E-01 0.8800384      5.136667    
  1996.4 0.7069845E-01 0.5310254E-01  1.166946      4.970000    
  1997.1 0.6727554E-01 0.5223738E-01  1.536897      5.063333    
  1997.2 0.6108652E-01 0.4974959E-01  1.626134      5.073333    
  1997.3 0.5841275E-01 0.4858023E-01  2.749304      5.056667    
  1997.4 0.5578023E-01 0.4680572E-01  4.198739      5.086667    
  1998.1 0.5245972E-01 0.4637954E-01  4.059179      5.053333    
  1998.2 0.5357226E-01 0.4414228E-01  3.362995      4.976667    
  1998.3 0.5876006E-01 0.4528502E-01  2.685937      4.823333    
  1998.4 0.6395298E-01 0.4429607E-01  1.867033      4.253333    
  1999.1 0.6299792E-01 0.4284456E-01  1.749919      4.406667    
  1999.2 0.6354771E-01 0.4248440E-01  2.240736      4.453333    
  1999.3 0.6164103E-01 0.4243400E-01  2.436584      4.650000    
  1999.4 0.5989885E-01 0.4077788E-01  2.221580      5.043333    
  2000.1 0.5437909E-01 0.4048765E-01  2.750920      5.520000    
  2000.2 0.5350396E-01 0.3947782E-01  3.028809      5.713333    
  2000.3 0.5435019E-01 0.4030117E-01  2.782898      6.016667    
  2000.4 0.5745738E-01 0.3918419E-01  2.068052      6.016667    
  2001.1 0.5719236E-01 0.4230321E-01  2.751230      4.816667    
  2001.2 0.5847061E-01 0.4411448E-01  4.256884      3.660000    
  2001.3 0.6440104E-01 0.4819249E-01  4.845485      3.170000    
  2001.4 0.6693923E-01 0.5537421E-01  3.434417      1.906667    
  2002.1 0.6415844E-01 0.5705425E-01  2.641828      1.820000    
  2002.2 0.6415198E-01 0.5845793E-01  2.718339      1.716667    
  2002.3 0.6206174E-01 0.5732000E-01  2.878512      1.643333    
  2002.4 0.6081626E-01 0.5851777E-01  2.913104      1.333333    
  2003.1 0.6131929E-01 0.5873963E-01  1.883908      1.156667    
  2003.2 0.6113299E-01 0.6152488E-01 0.5078382      1.043333    
  2003.3 0.6182969E-01 0.6107130E-01 0.2327122     0.9300000    
  2003.4 0.6458925E-01 0.5820932E-01  0.000000     0.9166667    
  2004.1 0.6054629E-01 0.5687648E-01  1.296880     0.9166667    
  2004.2 0.5771305E-01 0.5595400E-01  2.110105      1.076667    
  2004.3 0.5170326E-01 0.5440757E-01  2.417873      1.486667    
  2004.4 0.5039167E-01 0.5396538E-01  2.672158      2.006667    
  2005.1 0.4936348E-01 0.5292068E-01  2.505315      2.536667    
  2005.2 0.4897917E-01 0.5115378E-01  2.748114      2.863333    
  2005.3 0.4726577E-01 0.4975337E-01  3.023779      3.360000    
  2005.4 0.4785247E-01 0.4964352E-01  2.790495      3.826667    
  2006.1 0.4734413E-01 0.4731667E-01  3.007119      4.393333    
  2006.2 0.4640354E-01 0.4666969E-01  3.506266      4.703333    
  2006.3 0.4736129E-01 0.4655398E-01  3.779274      4.906667    
  2006.4 0.4742143E-01 0.4466963E-01  3.742253      4.903333    
  2007.1 0.4998156E-01 0.4536088E-01  3.245479      4.983333    
  2007.2 0.4879526E-01 0.4507805E-01  3.756881      4.736667    
  2007.3 0.4685633E-01 0.4670151E-01  4.518902      4.303333    
  2007.4 0.5398965E-01 0.4813029E-01  2.107333      3.390000    
  2008.1 0.5686514E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.6161710E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6635786E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.7355865E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8433354E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9033756E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9367094E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.1028598     0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1102203     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1182606     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1176100     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1105046     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1006759     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9720557E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9347614E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8915573E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8774306E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8304655E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8109360E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7923387E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.8418226E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9352167E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9183080E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.8541352E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7763697E-01 0.7353172E-01 0.9925774     0.2222305    
  2014.2 0.7671241E-01 0.7371212E-01  1.400572     0.2267692    
  2014.3 0.7761259E-01 0.7344075E-01  1.598492     0.2727381    
  2014.4 0.7927731E-01 0.7270034E-01  1.814800     0.3896289    
  2015.1 0.7956572E-01 0.7163268E-01  1.394114     0.5446822    
  2015.2 0.7982389E-01 0.7041296E-01  1.240852     0.7056998    
  2015.3 0.7791521E-01 0.6919799E-01  1.549404     0.8622789    
  2015.4 0.7813647E-01 0.6810526E-01  1.657980      1.011500    
  2016.1 0.7509743E-01 0.6720077E-01  2.089695      1.148466    
  2016.2 0.7637960E-01 0.6650839E-01  2.212766      1.268463    
  2016.3 0.7618119E-01 0.6602361E-01  2.905639      1.370028    
  2016.4 0.7560187E-01 0.6572500E-01  2.450230      1.454232    
  2017.1 0.7286436E-01 0.6557762E-01  1.890150      1.523254    
  2017.2 0.7130851E-01 0.6554472E-01  2.032848      1.579320    
  2017.3 0.7142107E-01 0.6559437E-01  2.215265      1.624370    
  2017.4 0.7312415E-01 0.6569973E-01  2.031306      1.660170    
  2018.1 0.7421614E-01 0.6583532E-01  1.642318      1.688692    
  2018.2 0.7477525E-01 0.6598118E-01  1.221185      1.711782    
  2018.3 0.7658480E-01 0.6612472E-01  1.855756      1.730742    
  2018.4 0.7546590E-01 0.6625905E-01  3.116973      1.746369    
  2019.1 0.7154891E-01 0.6637441E-01  3.557481      1.759767    
  2019.2 0.7226570E-01 0.6646188E-01  3.287559      1.772234    
  2019.3 0.7192367E-01 0.6651811E-01  3.817323      1.784603    
  2019.4 0.7130030E-01 0.6654506E-01  3.362632      1.797049    
  2020.1 0.6701912E-01 0.6654177E-01  3.277708      1.809908    
  2020.2 0.6797082E-01 0.6650849E-01  3.183554      1.823601    
  2020.3 0.6943079E-01 0.6644969E-01  3.266904      1.838160    
  2020.4 0.7148552E-01 0.6637212E-01  3.338004      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.273468531426E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.220271324934E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.48690118510E-05 -0.25342196349E-05 -0.25634667169E-05

X VALUES

  0.59690278160E+00  0.11296680232E+01 -0.18965714031E+00

MEAN OF DEPENDENT VARIABLE   749999.202142923

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.596902782       0.015848027   37.66417
  2       1.100000000       1.129668023       0.069373912   16.28376
  3      -0.100000000      -0.189657140       0.066984352   -2.83136

SE of equation          =      0.010391157
Sum of squared residuals =  0.220271325E-01  -0.143190348    
Sum of ABS residuals     =  0.792737431    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99554

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.403171547106E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     121 IER= 4 F=  0.197088977453E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.13874418215E-04  0.39427666046E-05  0.42417380358E-05

X VALUES

  0.73824154243E+00  0.10865225439E+01 -0.16183494458E+00

MEAN OF DEPENDENT VARIABLE   749999.210140954

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.738241542       0.019919923   37.06046
  2       1.100000000       1.086522544       0.069211495   15.69859
  3      -0.100000000      -0.161834945       0.063467281   -2.54990

SE of equation          =      0.009829153
Sum of squared residuals =  0.197088977E-01  -0.114482672    
Sum of ABS residuals     =  0.804813482    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98578

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.578193689081E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      80 IER= 4 F=  0.496212540274E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.31079808011E-04  0.98572477891E-05  0.99853975632E-05

X VALUES

  0.57518176748E+00  0.12218870188E+01 -0.28281582056E+00

MEAN OF DEPENDENT VARIABLE   749999.249935523

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.575181767       0.022118309   26.00478
  2       1.100000000       1.221887019       0.070569181   17.31474
  3      -0.100000000      -0.282815821       0.068937948   -4.10247

SE of equation          =      0.016076195
Sum of squared residuals =  0.496212540E-01  -0.560305080E-01
Sum of ABS residuals     =   1.22685144    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91013

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.476423453140E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.424373286759E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.43832093287E-06  0.25312587682E-04  0.25908467394E-04

X VALUES

  0.58705694084E+00  0.11322729301E+01 -0.14954105754E+00

MEAN OF DEPENDENT VARIABLE   749999.277980198

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.587056941       0.022167192   26.48314
  2       1.100000000       1.132272930       0.071404236   15.85722
  3      -0.100000000      -0.149541058       0.070107037   -2.13304

SE of equation          =      0.014423111
Sum of squared residuals =  0.424373287E-01  -0.732994281E-01
Sum of ABS residuals     =   1.21513038    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99449

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.208673312465E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     106 IER= 4 F=  0.208588102768E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.25006796602E-05 -0.36759162199E-04 -0.40152238912E-04

X VALUES

  0.55979035819E+00  0.12827916191E+01 -0.30912396127E+00

MEAN OF DEPENDENT VARIABLE   749999.263810708

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.559790358       0.536066735    1.04425
  2       1.100000000       1.282791619       1.391893361    0.92162
  3      -0.100000000      -0.309123961       1.346137730   -0.22964

SE of equation          =      0.319764085
Sum of squared residuals =   20.8588103        5.05602232    
Sum of ABS residuals     =   6.85697265    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95664

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.150112165926E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=     101 IER= 4 F=  0.148686549226E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.28669855768E-06 -0.17204324940E-05 -0.14099683731E-05

X VALUES

  0.51038472895E+00  0.96604465785E+00 -0.76156780164E-01

MEAN OF DEPENDENT VARIABLE   749999.246679540

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.510384729       0.145992528    3.49596
  2       1.100000000       0.966044658       0.206334362    4.68194
  3      -0.100000000      -0.076156780       0.198865344   -0.38296

SE of equation          =      0.085373042
Sum of squared residuals =   1.48686549        2.48946509    
Sum of ABS residuals     =   4.39775879    
R squared                =    1.00000
Durbin-Watson statistic  =    1.89391

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.906309140282E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      78 IER= 4 F=  0.849364639164E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10766162297E-04 -0.10894391809E-03 -0.10726337704E-03

X VALUES

  0.84258965009E+00  0.10554121133E+01 -0.71246045731E-01

MEAN OF DEPENDENT VARIABLE   749999.414249350

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.842589650       0.113090031    7.45061
  2       1.100000000       1.055412113       0.082086495   12.85732
  3      -0.100000000      -0.071246046       0.081778667   -0.87121

SE of equation          =      0.071965635
Sum of squared residuals =  0.849364639        1.31668712    
Sum of ABS residuals     =   5.47441062    
R squared                =    1.00000
Durbin-Watson statistic  =    1.86851

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.368449947354E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     111 IER= 4 F=  0.313309175646E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.42773813914E-06 -0.39496582143E-06 -0.89965296473E-06

X VALUES

  0.62682971951E+00  0.61722151083E+00  0.65030157321E-01

MEAN OF DEPENDENT VARIABLE   749999.282422842

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.626829720       0.045101045   13.89834
  2       1.100000000       0.617221511       0.094855311    6.50698
  3      -0.100000000       0.065030157       0.094120300    0.69093

SE of equation          =      0.039189658
Sum of squared residuals =  0.313309176        1.84044384    
Sum of ABS residuals     =   3.66955184    
R squared                =    1.00000
Durbin-Watson statistic  =    1.66962

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.653837127488E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.471551768511E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.73054813207E-06 -0.74566280335E-06 -0.94579518086E-06

X VALUES

  0.83724448389E+00  0.53146543748E+00  0.16143989232E+00

MEAN OF DEPENDENT VARIABLE   749999.267148393

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.837244484       0.096184994    8.70452
  2       1.100000000       0.531465437       0.079808904    6.65922
  3      -0.100000000       0.161439892       0.079132508    2.04012

SE of equation          =      0.053621970
Sum of squared residuals =  0.471551769        1.42771770    
Sum of ABS residuals     =   3.62311138    
R squared                =    1.00000
Durbin-Watson statistic  =    1.89793

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.189437284570E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     112 IER= 1 F=  0.160856923862E+00
IER =  1 NO IMPROVEMENT FOR ANY VALUE OF LAMDA TRIED

GRADIENT VALUES

 -0.17168765707E-08 -0.16031049184E-07 -0.18348950218E-07

X VALUES

  0.17071633657E+00  0.92904107064E+00  0.67139057497E-01

MEAN OF DEPENDENT VARIABLE   749999.316171728

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.170716337       0.069872941    2.44324
  2       1.100000000       0.929041071       0.066150342   14.04439
  3      -0.100000000       0.067139057       0.067613732    0.99298

SE of equation          =      0.032111277
Sum of squared residuals =  0.160856924       0.893396562    
Sum of ABS residuals     =   2.50154288    
R squared                =    1.00000
Durbin-Watson statistic  =    1.85737

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.423859828361E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     106 IER= 4 F=  0.310287883060E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.16865533114E-04  0.61822267218E-06  0.16284016675E-05

X VALUES

  0.55758918555E+00  0.54709326186E+00 -0.22002258026E+00

MEAN OF DEPENDENT VARIABLE   749999.280064604

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.557589186       0.026622279   20.94446
  2       1.100000000       0.547093262       0.084008081    6.51239
  3      -0.100000000      -0.220022580       0.081952262   -2.68477

SE of equation          =      0.039000244
Sum of squared residuals =  0.310287883        1.01667992    
Sum of ABS residuals     =   3.92892160    
R squared                =    1.00000
Durbin-Watson statistic  =    1.82926

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.851897367516E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.806188027290E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.91473062101E-11 -0.10131317043E-10

X VALUES

  0.12137158188E+01 -0.32190090596E+00

MEAN OF DEPENDENT VARIABLE   749999.270341064

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.213715819       0.168140691    7.21845
  2      -0.100000000      -0.321900906       0.153559049   -2.09627

SE of equation          =      0.026362657
Sum of squared residuals =  0.806188027E-01    1.10864777    
Sum of ABS residuals     =   1.30219625    
R squared                =    1.00000
Durbin-Watson statistic  =    1.29834

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.224841516991E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.209637864899E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.12339999654E-10  0.13532544831E-10

X VALUES

  0.12145876217E+01 -0.29739849484E+00

MEAN OF DEPENDENT VARIABLE   749999.226992862

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.214587622       0.090352812   13.44272
  2      -0.100000000      -0.297398495       0.087226694   -3.40949

SE of equation          =      0.032056771
Sum of squared residuals =  0.209637865        1.12651955    
Sum of ABS residuals     =   3.05442296    
R squared                =    1.00000
Durbin-Watson statistic  =    1.65997

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4570854E-01 0.5234225E-01  1.340692      1.083667    
  1954.2 0.5206297E-01 0.5783462E-01  1.216919     0.8143333    
  1954.3 0.5640540E-01 0.5970489E-01  1.463049     0.8696667    
  1954.4 0.5932417E-01 0.5361334E-01  1.812301      1.036333    
  1955.1 0.6036281E-01 0.4710636E-01  1.332633      1.256333    
  1955.2 0.6076046E-01 0.4380454E-01  1.089196      1.614333    
  1955.3 0.5431683E-01 0.4109694E-01  1.291250      1.861333    
  1955.4 0.4612769E-01 0.4208878E-01  1.833924      2.349333    
  1956.1 0.4175511E-01 0.4031458E-01  1.410725      2.379333    
  1956.2 0.3698877E-01 0.4190614E-01 0.7948447      2.596667    
  1956.3 0.3556266E-01 0.4128671E-01 0.9568399      2.596667    
  1956.4 0.3545451E-01 0.4100540E-01 0.6106723      3.063667    
  1957.1 0.3080850E-01 0.3946671E-01  1.336330      3.171667    
  1957.2 0.2793298E-01 0.4062513E-01  2.221857      3.157000    
  1957.3 0.2596663E-01 0.4207225E-01  3.211713      3.382333    
  1957.4 0.2201162E-01 0.4923487E-01  4.149432      3.343333    
  1958.1 0.1507252E-01 0.6275076E-01  5.960583      1.838000    
  1958.2 0.7880373E-02 0.7359928E-01  7.968465      1.017667    
  1958.3 0.1288255E-01 0.7309055E-01  8.779554      1.710667    
  1958.4 0.1507604E-01 0.6352766E-01  7.640950      2.787667    
  1959.1 0.1868803E-01 0.5798631E-01  7.196907      2.800333    
  1959.2 0.2406012E-01 0.5104500E-01  7.254253      3.019333    
  1959.3 0.3779175E-01 0.5287044E-01  7.243308      3.533000    
  1959.4 0.4900455E-01 0.5592834E-01  5.901899      4.299333    
  1960.1 0.5716876E-01 0.5159512E-01  5.019689      3.943000    
  1960.2 0.6089688E-01 0.5225835E-01  4.689655      3.092333    
  1960.3 0.6546504E-01 0.5549938E-01  4.507663      2.390333    
  1960.4 0.6340893E-01 0.6251647E-01  3.257642      2.360667    
  1961.1 0.6654749E-01 0.6773354E-01  2.691691      2.376667    
  1961.2 0.6780166E-01 0.6971717E-01  2.251874      2.324667    
  1961.3 0.6463417E-01 0.6749309E-01  2.600050      2.324667    
  1961.4 0.5599637E-01 0.6171891E-01  3.700846      2.475000    
  1962.1 0.4562579E-01 0.5614436E-01  4.188990      2.739000    
  1962.2 0.3876683E-01 0.5482584E-01  4.599841      2.716000    
  1962.3 0.3029631E-01 0.5539051E-01  5.205543      2.858000    
  1962.4 0.2441262E-01 0.5505923E-01  5.693261      2.803333    
  1963.1 0.2147134E-01 0.5779253E-01  6.172952      2.909000    
  1963.2 0.2286852E-01 0.5680856E-01  6.658431      2.941333    
  1963.3 0.2290168E-01 0.5493742E-01  6.967330      3.280667    
  1963.4 0.2602037E-01 0.5572673E-01  6.882316      3.499333    
  1964.1 0.2783687E-01 0.5457706E-01  6.873648      3.538000    
  1964.2 0.3216256E-01 0.5220257E-01  6.646894      3.481333    
  1964.3 0.3781348E-01 0.4989598E-01  6.496720      3.504000    
  1964.4 0.4419007E-01 0.4953597E-01  6.559907      3.685000    
  1965.1 0.5332197E-01 0.4871666E-01  5.994947      3.899667    
  1965.2 0.6046768E-01 0.4655354E-01  4.470565      3.879000    
  1965.3 0.6055812E-01 0.4351989E-01  4.209023      3.859667    
  1965.4 0.5521363E-01 0.4102298E-01  5.248547      4.158667    
  1966.1 0.5034587E-01 0.3848268E-01  5.898074      4.630667    
  1966.2 0.4639523E-01 0.3807639E-01  5.524866      4.597333    
  1966.3 0.4029681E-01 0.3750700E-01  5.372054      5.047667    
  1966.4 0.3654229E-01 0.3683286E-01  5.321763      5.246000    
  1967.1 0.3187888E-01 0.3809930E-01  5.683767      4.533667    
  1967.2 0.2721021E-01 0.3806934E-01  6.360221      3.657333    
  1967.3 0.2783366E-01 0.3784696E-01  6.539210      4.344667    
  1967.4 0.2567394E-01 0.3915978E-01  6.418701      4.787333    
  1968.1 0.2219956E-01 0.3728355E-01  7.583862      5.064667    
  1968.2 0.1968001E-01 0.3537721E-01  8.139019      5.510000    
  1968.3 0.1777453E-01 0.3510557E-01  7.480657      5.226333    
  1968.4 0.2633935E-01 0.3392130E-01  7.130141      5.580667    
  1969.1 0.2604825E-01 0.3376971E-01  7.116904      6.137667    
  1969.2 0.2827419E-01 0.3424592E-01  6.544344      6.240000    
  1969.3 0.3433829E-01 0.3590757E-01  6.229004      7.046667    
  1969.4 0.3719915E-01 0.3581941E-01  6.412405      7.317667    
  1970.1 0.4162070E-01 0.4159508E-01  6.673223      7.262667    
  1970.2 0.4414004E-01 0.4746577E-01  6.613220      6.752333    
  1970.3 0.4831391E-01 0.5169088E-01  6.573568      6.374667    
  1970.4 0.4581688E-01 0.5802797E-01  5.699284      5.358333    
  1971.1 0.4967605E-01 0.5914467E-01  5.393390      3.863333    
  1971.2 0.5976374E-01 0.5907857E-01  3.216892      4.206000    
  1971.3 0.5549072E-01 0.5983336E-01  2.401116      5.050333    
  1971.4 0.4635966E-01 0.5954344E-01  5.112554      4.234333    
  1972.1 0.3877904E-01 0.5768041E-01  8.268213      3.435333    
  1972.2 0.3269219E-01 0.5658509E-01  9.484628      3.748333    
  1972.3 0.3210700E-01 0.5584112E-01  9.053951      4.241333    
  1972.4 0.3811103E-01 0.5304486E-01  8.564479      4.851333    
  1973.1 0.4753854E-01 0.4950510E-01  7.963408      5.639667    
  1973.2 0.5271254E-01 0.4889844E-01  7.735365      6.608333    
  1973.3 0.5977762E-01 0.4793204E-01  7.447348      8.388333    
  1973.4 0.6228736E-01 0.4769321E-01  6.894540      7.461667    
  1974.1 0.6015928E-01 0.5085049E-01  7.398175      7.600333    
  1974.2 0.5924039E-01 0.5161500E-01  7.857780      8.268000    
  1974.3 0.5788634E-01 0.5583721E-01  8.371820      8.286333    
  1974.4 0.5623332E-01 0.6556479E-01  8.473969      7.336000    
  1975.1 0.5868338E-01 0.8217515E-01  7.902931      5.873333    
  1975.2 0.6255598E-01 0.8828988E-01  7.363994      5.400667    
  1975.3 0.6730565E-01 0.8467753E-01  6.760420      6.336667    
  1975.4 0.6710162E-01 0.8259670E-01  6.492690      5.684333    
  1976.1 0.6718874E-01 0.7723461E-01  6.401120      4.953333    
  1976.2 0.7461020E-01 0.7526804E-01  5.700416      5.168667    
  1976.3 0.7889299E-01 0.7700112E-01  4.624898      5.168667    
  1976.4 0.8265401E-01 0.7733424E-01  3.956445      4.698000    
  1977.1 0.8446286E-01 0.7493048E-01  4.338991      4.624000    
  1977.2 0.8590504E-01 0.7104693E-01  4.934023      4.828667    
  1977.3 0.8508864E-01 0.6864221E-01  5.079746      5.472000    
  1977.4 0.8381243E-01 0.6612385E-01  5.149153      6.137000    
  1978.1 0.8760599E-01 0.6326666E-01  4.819214      6.408000    
  1978.2 0.8353392E-01 0.5999476E-01  5.409427      6.481000    
  1978.3 0.7776567E-01 0.6021465E-01  6.662975      7.315333    
  1978.4 0.7133447E-01 0.5883992E-01  7.178974      8.680333    
  1979.1 0.6863002E-01 0.5877879E-01  7.978404      9.357667    
  1979.2 0.6634772E-01 0.5714052E-01  8.007202      9.372333    
  1979.3 0.6314170E-01 0.5868435E-01  7.453110      9.631333    
  1979.4 0.6880907E-01 0.5940129E-01  10.30823      11.80367    
  1980.1 0.6872386E-01 0.6296949E-01  11.72118      13.45867    
  1980.2 0.6878524E-01 0.7323656E-01  10.03125      10.04933    
  1980.3 0.7284974E-01 0.7680771E-01  9.016097      9.235333    
  1980.4 0.8108022E-01 0.7398623E-01  10.75641      13.70967    
  1981.1 0.8807069E-01 0.7426606E-01  10.89454      14.36900    
  1981.2 0.9649196E-01 0.7398937E-01  9.834079      14.82900    
  1981.3 0.1027745     0.7417361E-01  6.817139      15.08733    
  1981.4 0.1057654     0.8241053E-01  3.855913      12.02267    
  1982.1 0.1053508     0.8843563E-01  5.385435      12.89500    
  1982.2 0.1021003     0.9425762E-01  4.769540      12.35900    
  1982.3 0.1007535     0.9942961E-01  6.539156      9.705333    
  1982.4 0.9641274E-01 0.1067659      8.118563      7.935000    
  1983.1 0.8801659E-01 0.1039701      7.572656      8.081333    
  1983.2 0.8268564E-01 0.1010214      6.693787      8.420667    
  1983.3 0.7822166E-01 0.9360138E-01  6.371106      9.186667    
  1983.4 0.7491281E-01 0.8541760E-01  6.463780      8.793333    
  1984.1 0.7539533E-01 0.7871758E-01  6.374810      9.133333    
  1984.2 0.7379627E-01 0.7478733E-01  5.748487      9.843333    
  1984.3 0.7192995E-01 0.7451999E-01  5.450497      10.34333    
  1984.4 0.6826696E-01 0.7283015E-01  5.685285      8.973333    
  1985.1 0.6580882E-01 0.7279936E-01  7.224460      8.183333    
  1985.2 0.6202310E-01 0.7288834E-01  7.984609      7.523333    
  1985.3 0.6101518E-01 0.7210537E-01  7.231589      7.103333    
  1985.4 0.6579913E-01 0.7054201E-01  6.282474      7.146667    
  1986.1 0.7351324E-01 0.7015712E-01  4.853073      6.886667    
  1986.2 0.7765682E-01 0.7180384E-01  4.180994      6.130000    
  1986.3 0.7383025E-01 0.6991001E-01  4.452352      5.533333    
  1986.4 0.6841703E-01 0.6835172E-01  4.690119      5.340000    
  1987.1 0.7264439E-01 0.6620689E-01  4.569773      5.533333    
  1987.2 0.6780002E-01 0.6280795E-01  4.731042      5.733333    
  1987.3 0.5544258E-01 0.6014193E-01  5.891812      6.033333    
  1987.4 0.4850849E-01 0.5868976E-01  5.607545      6.003333    
  1988.1 0.4944371E-01 0.5727587E-01  5.088011      5.760000    
  1988.2 0.4688712E-01 0.5487146E-01  5.481842      6.230000    
  1988.3 0.4458594E-01 0.5492451E-01  6.640458      6.993333    
  1988.4 0.4105599E-01 0.5350265E-01  6.809899      7.703333    
  1989.1 0.4275869E-01 0.5215423E-01  6.416098      8.533333    
  1989.2 0.4521341E-01 0.5244464E-01  6.327215      8.440000    
  1989.3 0.4767157E-01 0.5277223E-01  6.210200      7.850000    
  1989.4 0.5084133E-01 0.5373561E-01  5.897406      7.633333    
  1990.1 0.5214067E-01 0.5300361E-01  6.338868      7.756667    
  1990.2 0.5451275E-01 0.5337414E-01  6.412118      7.766667    
  1990.3 0.5571700E-01 0.5687498E-01  6.160319      7.493333    
  1990.4 0.5570445E-01 0.6113686E-01  6.012042      7.023333    
  1991.1 0.5836503E-01 0.6574073E-01  5.305476      6.053333    
  1991.2 0.5904475E-01 0.6823443E-01  5.004148      5.593333    
  1991.3 0.5903745E-01 0.6853392E-01  4.812194      5.406667    
  1991.4 0.6215584E-01 0.7096660E-01  3.916309      4.583333    
  1992.1 0.6200054E-01 0.7379080E-01  4.022278      3.910000    
  1992.2 0.6226836E-01 0.7594573E-01  4.400336      3.723333    
  1992.3 0.6151690E-01 0.7626478E-01  4.473127      3.130000    
  1992.4 0.5951846E-01 0.7406133E-01  4.467203      3.076667    
  1993.1 0.5800782E-01 0.7149713E-01  4.276310      2.993333    
  1993.2 0.5725710E-01 0.7068857E-01  3.627642      2.983333    
  1993.3 0.5997039E-01 0.6799552E-01  3.515180      3.020000    
  1993.4 0.6109241E-01 0.6619143E-01  3.856032      3.080000    
  1994.1 0.6122503E-01 0.6555817E-01  3.818074      3.250000    
  1994.2 0.6819627E-01 0.6165512E-01  2.697688      4.036667    
  1994.3 0.7244853E-01 0.6001291E-01  1.196382      4.510000    
  1994.4 0.7672458E-01 0.5619378E-01 0.4972708      5.283333    
  1995.1 0.7830953E-01 0.5477964E-01 0.6910650      5.780000    
  1995.2 0.7702823E-01 0.5674622E-01 0.4477744      5.623333    
  1995.3 0.7809283E-01 0.5658385E-01  0.000000      5.380000    
  1995.4 0.7822478E-01 0.5572015E-01  0.000000      5.270000    
  1996.1 0.7675740E-01 0.5545427E-01  0.000000      4.950000    
  1996.2 0.7751025E-01 0.5470120E-01 0.4424069E-01  5.040000    
  1996.3 0.7339165E-01 0.5259294E-01  0.000000      5.136667    
  1996.4 0.6861815E-01 0.5310254E-01  0.000000      4.970000    
  1997.1 0.6427004E-01 0.5223738E-01 0.7137832      5.063333    
  1997.2 0.5867668E-01 0.4974959E-01  1.489336      5.073333    
  1997.3 0.5316272E-01 0.4858023E-01  2.227443      5.056667    
  1997.4 0.4781693E-01 0.4680572E-01  2.605190      5.086667    
  1998.1 0.4428565E-01 0.4637954E-01  3.562621      5.053333    
  1998.2 0.4442746E-01 0.4414228E-01  4.409157      4.976667    
  1998.3 0.4793012E-01 0.4528502E-01  4.998412      4.823333    
  1998.4 0.4895362E-01 0.4429607E-01  3.859391      4.253333    
  1999.1 0.4917385E-01 0.4284456E-01  3.867212      4.406667    
  1999.2 0.5242215E-01 0.4248440E-01  4.137153      4.453333    
  1999.3 0.5227639E-01 0.4243400E-01  3.858587      4.650000    
  1999.4 0.5108493E-01 0.4077788E-01  3.460638      5.043333    
  2000.1 0.5166155E-01 0.4048765E-01  3.706843      5.520000    
  2000.2 0.5043752E-01 0.3947782E-01  4.186653      5.713333    
  2000.3 0.5007173E-01 0.4030117E-01  4.826873      6.016667    
  2000.4 0.4828376E-01 0.3918419E-01  4.911181      6.016667    
  2001.1 0.4929522E-01 0.4230321E-01  3.769996      4.816667    
  2001.2 0.4937073E-01 0.4411448E-01  2.734912      3.660000    
  2001.3 0.5205513E-01 0.4819249E-01  2.426249      3.170000    
  2001.4 0.5819964E-01 0.5537421E-01  1.299028      1.906667    
  2002.1 0.5438178E-01 0.5705425E-01  1.470362      1.820000    
  2002.2 0.5188924E-01 0.5845793E-01  1.609995      1.716667    
  2002.3 0.5298211E-01 0.5732000E-01  2.034945      1.643333    
  2002.4 0.5159757E-01 0.5851777E-01  2.770721      1.333333    
  2003.1 0.5498232E-01 0.5873963E-01  2.559574      1.156667    
  2003.2 0.5972364E-01 0.6152488E-01  1.671377      1.043333    
  2003.3 0.6198167E-01 0.6107130E-01  1.306379     0.9300000    
  2003.4 0.6472558E-01 0.5820932E-01 0.7427326     0.9166667    
  2004.1 0.6696391E-01 0.5687648E-01 0.3373624     0.9166667    
  2004.2 0.7004562E-01 0.5595400E-01 0.1754435      1.076667    
  2004.3 0.6930666E-01 0.5440757E-01  0.000000      1.486667    
  2004.4 0.6873453E-01 0.5396538E-01 0.8130335E-02  2.006667    
  2005.1 0.7304897E-01 0.5292068E-01  0.000000      2.536667    
  2005.2 0.7447773E-01 0.5115378E-01  0.000000      2.863333    
  2005.3 0.7821267E-01 0.4975337E-01  0.000000      3.360000    
  2005.4 0.7884052E-01 0.4964352E-01 0.1274458      3.826667    
  2006.1 0.7554841E-01 0.4731667E-01 0.6545549      4.393333    
  2006.2 0.7398420E-01 0.4666969E-01  1.216926      4.703333    
  2006.3 0.6959067E-01 0.4655398E-01  2.643058      4.906667    
  2006.4 0.6522748E-01 0.4466963E-01  2.625682      4.903333    
  2007.1 0.6156512E-01 0.4536088E-01  2.689226      4.983333    
  2007.2 0.5872981E-01 0.4507805E-01  2.624244      4.736667    
  2007.3 0.5966168E-01 0.4670151E-01  2.357111      4.303333    
  2007.4 0.6096778E-01 0.4813029E-01  1.490613      3.390000    
  2008.1 0.6070340E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.6190163E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6318942E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6795828E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7723422E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8614181E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9297423E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9617079E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9930715E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9845352E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1037359     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1064016     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1042502     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1010239     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1011750     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9879894E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9515774E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9091039E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9101364E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9180862E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9573787E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9946602E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1008430     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9884578E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.9427818E-01 0.7353172E-01 0.9168203E-01 0.2222305    
  2014.2 0.9063765E-01 0.7371212E-01 0.4168860     0.2267692    
  2014.3 0.8569854E-01 0.7344075E-01 0.9772760     0.2727381    
  2014.4 0.8324250E-01 0.7270034E-01  1.252224     0.3896289    
  2015.1 0.7698879E-01 0.7163268E-01  1.372365     0.5446822    
  2015.2 0.7350025E-01 0.7041296E-01  1.820481     0.7056998    
  2015.3 0.6997726E-01 0.6919799E-01  2.338362     0.8622789    
  2015.4 0.7004420E-01 0.6810526E-01  2.431326      1.011500    
  2016.1 0.7337482E-01 0.6720077E-01  1.938020      1.148466    
  2016.2 0.7308648E-01 0.6650839E-01  1.984531      1.268463    
  2016.3 0.7233818E-01 0.6602361E-01  2.836695      1.370028    
  2016.4 0.7223293E-01 0.6572500E-01  2.897153      1.454232    
  2017.1 0.7275680E-01 0.6557762E-01  2.102194      1.523254    
  2017.2 0.7130743E-01 0.6554472E-01  2.247004      1.579320    
  2017.3 0.7123070E-01 0.6559437E-01  2.975852      1.624370    
  2017.4 0.7201527E-01 0.6569973E-01  3.852107      1.660170    
  2018.1 0.7883228E-01 0.6583532E-01  3.544960      1.688692    
  2018.2 0.7673772E-01 0.6598118E-01  3.497777      1.711782    
  2018.3 0.7031443E-01 0.6612472E-01  4.052046      1.730742    
  2018.4 0.7078191E-01 0.6625905E-01  3.107889      1.746369    
  2019.1 0.6826327E-01 0.6637441E-01  2.901965      1.759767    
  2019.2 0.7130243E-01 0.6646188E-01  2.861848      1.772234    
  2019.3 0.7458145E-01 0.6651811E-01  2.890267      1.784603    
  2019.4 0.7800389E-01 0.6654506E-01  2.868355      1.797049    
  2020.1 0.8114526E-01 0.6654177E-01  2.233442      1.809908    
  2020.2 0.8536893E-01 0.6650849E-01  1.523983      1.823601    
  2020.3 0.8430473E-01 0.6644969E-01  1.053716      1.838160    
  2020.4 0.8203839E-01 0.6637212E-01 0.8482598      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.266101892965E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     123 IER= 4 F=  0.261847743508E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.64707031586E-08  0.30834859517E-08 -0.21468029618E-08

X VALUES

  0.50302855273E+00  0.99183755433E+00 -0.10868165363E-01

MEAN OF DEPENDENT VARIABLE   749999.239656272

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.503028553       0.020023029   25.12250
  2       1.100000000       0.991837554       0.071684655   13.83612
  3      -0.100000000      -0.010868165       0.071362003   -0.15230

SE of equation          =      0.011329463
Sum of squared residuals =  0.261847744E-01   0.117833467    
Sum of ABS residuals     =  0.793298894    
R squared                =    1.00000
Durbin-Watson statistic  =    1.87550

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.140735303113E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     123 IER= 4 F=  0.808958755916E-02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.83861293614E-05 -0.60884131956E-05 -0.63337121815E-05

X VALUES

  0.58110108327E+00  0.12379151527E+01 -0.28736267590E+00

MEAN OF DEPENDENT VARIABLE   749999.246338511

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.581101083       0.014584672   39.84327
  2       1.100000000       1.237915153       0.066798509   18.53208
  3      -0.100000000      -0.287362676       0.062050299   -4.63112

SE of equation          =      0.006297209
Sum of squared residuals =  0.808958756E-02   0.397662578E-01
Sum of ABS residuals     =  0.516897261    
R squared                =    1.00000
Durbin-Watson statistic  =    1.78460

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.449951966880E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.384728095265E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.47412406369E-05 -0.35852065622E-04 -0.36598117939E-04

X VALUES

  0.36351864443E+00  0.12412019285E+01 -0.28284881483E+00

MEAN OF DEPENDENT VARIABLE   749999.275754741

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.363518644       0.031107564   11.68586
  2       1.100000000       1.241201929       0.070514736   17.60202
  3      -0.100000000      -0.282848815       0.069477142   -4.07111

SE of equation          =      0.014155537
Sum of squared residuals =  0.384728095E-01   0.203156625    
Sum of ABS residuals     =  0.949482208    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97763

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.486460566348E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.373685338848E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.32822784246E-05 -0.34858303556E-05 -0.38824039722E-05

X VALUES

  0.46424769093E+00  0.13539272031E+01 -0.38464158649E+00

MEAN OF DEPENDENT VARIABLE   749999.235615169

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.464247691       0.008338958   55.67215
  2       1.100000000       1.353927203       0.064470351   21.00077
  3      -0.100000000      -0.384641586       0.062494903   -6.15477

SE of equation          =      0.013534367
Sum of squared residuals =  0.373685339E-01  -0.469677331    
Sum of ABS residuals     =   1.18439267    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96651

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.510905486659E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     111 IER= 3 F=  0.510732356949E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.10833981936E-06 -0.70722456385E-06 -0.80051902168E-06

X VALUES

  0.52434914570E+00  0.12870102242E+01 -0.33817657669E+00

MEAN OF DEPENDENT VARIABLE   749999.279563994

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.524349146       0.403520768    1.29944
  2       1.100000000       1.287010224       3.100342923    0.41512
  3      -0.100000000      -0.338176577       2.875946040   -0.11759

SE of equation          =      0.500358870
Sum of squared residuals =   51.0732357        8.11149202    
Sum of ABS residuals     =   9.01086468    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95768

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.442527633485E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      84 IER= 4 F=  0.441157852085E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.45146396080E-04  0.10517763569E-04  0.89865872264E-05

X VALUES

  0.51071872179E+00  0.94442599159E+00 -0.56678699840E-01

MEAN OF DEPENDENT VARIABLE   749999.206065983

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.510718722       0.192282383    2.65609
  2       1.100000000       0.944425992       0.353923567    2.66845
  3      -0.100000000      -0.056678700       0.344406921   -0.16457

SE of equation          =      0.147055720
Sum of squared residuals =   4.41157852        2.38568170    
Sum of ABS residuals     =   5.56824712    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95406

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.645045157151E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      79 IER= 4 F=  0.629729127246E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.12600460298E-04  0.88223342339E-04  0.85997268168E-04

X VALUES

  0.64950380816E+00  0.11501627653E+01 -0.16243018414E+00

MEAN OF DEPENDENT VARIABLE   749999.448341056

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.649503808       0.084743514    7.66435
  2       1.100000000       1.150162765       0.082575513   13.92862
  3      -0.100000000      -0.162430184       0.082628908   -1.96578

SE of equation          =      0.061966215
Sum of squared residuals =  0.629729127        1.35271644    
Sum of ABS residuals     =   4.64955545    
R squared                =    1.00000
Durbin-Watson statistic  =    1.82090

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.323587492923E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     110 IER= 4 F=  0.254413872865E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.87172577614E-05  0.57965796791E-06  0.79936048119E-06

X VALUES

  0.55475917668E+00  0.80220761271E+00 -0.40538122647E+00

MEAN OF DEPENDENT VARIABLE   749999.287142383

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.554759177       0.023774672   23.33404
  2       1.100000000       0.802207613       0.092640761    8.65934
  3      -0.100000000      -0.405381226       0.092006370   -4.40601

SE of equation          =      0.035314683
Sum of squared residuals =  0.254413873        1.53439382    
Sum of ABS residuals     =   3.51590712    
R squared                =    1.00000
Durbin-Watson statistic  =    1.64213

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.889363760681E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      77 IER= 4 F=  0.735047408121E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.72370987945E-05 -0.27157398371E-06 -0.11941627212E-04

X VALUES

  0.36313574591E+00  0.82449711090E+00 -0.16130971172E+00

MEAN OF DEPENDENT VARIABLE   749999.264638535

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.363135746       0.123061534    2.95085
  2       1.100000000       0.824497111       0.079833344   10.32773
  3      -0.100000000      -0.161309712       0.078627126   -2.05158

SE of equation          =      0.066947714
Sum of squared residuals =  0.735047408        1.02624037    
Sum of ABS residuals     =   4.33271777    
R squared                =    1.00000
Durbin-Watson statistic  =    1.78447

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.404139889559E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 3 F=  0.309654299232E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.15875517262E-08 -0.67259076469E-08 -0.12364645707E-07

X VALUES

  0.18007755220E-01  0.89701342753E+00 -0.43211495361E-01

MEAN OF DEPENDENT VARIABLE   749999.238449555

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.018007755       0.087168599    0.20659
  2       1.100000000       0.897013428       0.090746876    9.88479
  3      -0.100000000      -0.043211495       0.091122683   -0.47421

SE of equation          =      0.044552929
Sum of squared residuals =  0.309654299       0.615907551    
Sum of ABS residuals     =   2.98759692    
R squared                =    1.00000
Durbin-Watson statistic  =    1.77345

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.396210613702E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.320675861754E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.29497056616E-05 -0.82576063240E-05 -0.57744681020E-05

X VALUES

  0.40661993739E+00  0.92243329954E+00 -0.40904750982E+00

MEAN OF DEPENDENT VARIABLE   749999.272626844

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.406619937       0.037402502   10.87146
  2       1.100000000       0.922433300       0.095152104    9.69430
  3      -0.100000000      -0.409047510       0.090150715   -4.53737

SE of equation          =      0.039647705
Sum of squared residuals =  0.320675862        1.45030668    
Sum of ABS residuals     =   3.80176822    
R squared                =    1.00000
Durbin-Watson statistic  =    1.67107

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.712851867190E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      43 IER= 3 F=  0.704122980409E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.18783761078E-10  0.16383571508E-10

X VALUES

  0.98632252863E+00 -0.71999683530E-01

MEAN OF DEPENDENT VARIABLE   749999.262441673

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.986322529       0.135889013    7.25829
  2      -0.100000000      -0.071999684       0.143926660   -0.50025

SE of equation          =      0.024637422
Sum of squared residuals =  0.704122980E-01   0.452661095    
Sum of ABS residuals     =   1.39530883    
R squared                =    1.00000
Durbin-Watson statistic  =    1.64460

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.376214406291E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.358305060592E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.27316685617E-10  0.29224747049E-10

X VALUES

  0.12396014189E+01 -0.28491855450E+00

MEAN OF DEPENDENT VARIABLE   749999.303889796

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.239601419       0.080580399   15.38341
  2      -0.100000000      -0.284918554       0.079672098   -3.57614

SE of equation          =      0.041909395
Sum of squared residuals =  0.358305061        1.75433915    
Sum of ABS residuals     =   3.73146149    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72075

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4922582E-01 0.5234225E-01  1.226273      1.083667    
  1954.2 0.5393481E-01 0.5783462E-01  1.186210     0.8143333    
  1954.3 0.5720843E-01 0.5970489E-01  1.526139     0.8696667    
  1954.4 0.5405695E-01 0.5361334E-01 0.7812195      1.036333    
  1955.1 0.5039345E-01 0.4710636E-01 0.5589510      1.256333    
  1955.2 0.4572784E-01 0.4380454E-01 0.9264991      1.614333    
  1955.3 0.4272625E-01 0.4109694E-01  1.776867      1.861333    
  1955.4 0.3745656E-01 0.4208878E-01  2.667185      2.349333    
  1956.1 0.3533897E-01 0.4031458E-01  3.336217      2.379333    
  1956.2 0.3641599E-01 0.4190614E-01  3.833699      2.596667    
  1956.3 0.3844849E-01 0.4128671E-01  5.117089      2.596667    
  1956.4 0.3996202E-01 0.4100540E-01  3.903589      3.063667    
  1957.1 0.4261966E-01 0.3946671E-01  3.167821      3.171667    
  1957.2 0.5522420E-01 0.4062513E-01 0.8065262      3.157000    
  1957.3 0.5526752E-01 0.4207225E-01  0.000000      3.382333    
  1957.4 0.4814606E-01 0.4923487E-01  2.447793      3.343333    
  1958.1 0.3729025E-01 0.6275076E-01  4.640637      1.838000    
  1958.2 0.3404144E-01 0.7359928E-01  4.677995      1.017667    
  1958.3 0.3062305E-01 0.7309055E-01  3.735302      1.710667    
  1958.4 0.3158232E-01 0.6352766E-01  3.402483      2.787667    
  1959.1 0.3117425E-01 0.5798631E-01  3.793699      2.800333    
  1959.2 0.3215513E-01 0.5104500E-01  4.050108      3.019333    
  1959.3 0.5005302E-01 0.5287044E-01  2.553578      3.533000    
  1959.4 0.5832441E-01 0.5592834E-01  1.748421      4.299333    
  1960.1 0.5821724E-01 0.5159512E-01  2.111437      3.943000    
  1960.2 0.5719101E-01 0.5225835E-01  2.709916      3.092333    
  1960.3 0.5682944E-01 0.5549938E-01  3.214564      2.390333    
  1960.4 0.5584209E-01 0.6251647E-01  3.741682      2.360667    
  1961.1 0.5337805E-01 0.6773354E-01  4.254671      2.376667    
  1961.2 0.5196772E-01 0.6971717E-01  4.360565      2.324667    
  1961.3 0.4369026E-01 0.6749309E-01  5.795318      2.324667    
  1961.4 0.3642582E-01 0.6171891E-01  6.453399      2.475000    
  1962.1 0.3400386E-01 0.5614436E-01  6.205906      2.739000    
  1962.2 0.3734789E-01 0.5482584E-01  5.552788      2.716000    
  1962.3 0.4316300E-01 0.5539051E-01  4.276455      2.858000    
  1962.4 0.4663968E-01 0.5505923E-01  3.823521      2.803333    
  1963.1 0.5058504E-01 0.5779253E-01  3.306283      2.909000    
  1963.2 0.5468050E-01 0.5680856E-01  3.041066      2.941333    
  1963.3 0.5192132E-01 0.5493742E-01  3.058186      3.280667    
  1963.4 0.4661897E-01 0.5572673E-01  3.256257      3.499333    
  1964.1 0.4154459E-01 0.5457706E-01  3.997365      3.538000    
  1964.2 0.3726698E-01 0.5220257E-01  4.774068      3.481333    
  1964.3 0.2806774E-01 0.4989598E-01  6.632152      3.504000    
  1964.4 0.2325553E-01 0.4953597E-01  7.268828      3.685000    
  1965.1 0.2144245E-01 0.4871666E-01  8.029050      3.899667    
  1965.2 0.2297647E-01 0.4655354E-01  8.581664      3.879000    
  1965.3 0.3145730E-01 0.4351989E-01  8.803078      3.859667    
  1965.4 0.3534308E-01 0.4102298E-01  7.731948      4.158667    
  1966.1 0.3878973E-01 0.3848268E-01  7.323604      4.630667    
  1966.2 0.4068413E-01 0.3807639E-01  7.141083      4.597333    
  1966.3 0.4116714E-01 0.3750700E-01  6.970845      5.047667    
  1966.4 0.4153021E-01 0.3683286E-01  7.073302      5.246000    
  1967.1 0.3929985E-01 0.3809930E-01  6.627526      4.533667    
  1967.2 0.3361856E-01 0.3806934E-01  7.293166      3.657333    
  1967.3 0.3092578E-01 0.3784696E-01  8.210172      4.344667    
  1967.4 0.3589061E-01 0.3915978E-01  5.917459      4.787333    
  1968.1 0.3519538E-01 0.3728355E-01  4.721939      5.064667    
  1968.2 0.3339118E-01 0.3537721E-01  5.419064      5.510000    
  1968.3 0.3433327E-01 0.3510557E-01  6.109728      5.226333    
  1968.4 0.4069238E-01 0.3392130E-01  5.799978      5.580667    
  1969.1 0.4545611E-01 0.3376971E-01  5.253253      6.137667    
  1969.2 0.4996090E-01 0.3424592E-01  4.187698      6.240000    
  1969.3 0.5645224E-01 0.3590757E-01  3.284993      7.046667    
  1969.4 0.6359619E-01 0.3581941E-01  2.035361      7.317667    
  1970.1 0.6927254E-01 0.4159508E-01  1.445740      7.262667    
  1970.2 0.7271288E-01 0.4746577E-01  1.168094      6.752333    
  1970.3 0.7151125E-01 0.5169088E-01  1.243484      6.374667    
  1970.4 0.6769285E-01 0.5802797E-01  1.295851      5.358333    
  1971.1 0.6607458E-01 0.5914467E-01  1.390956      3.863333    
  1971.2 0.6020855E-01 0.5907857E-01  2.788008      4.206000    
  1971.3 0.5488539E-01 0.5983336E-01  4.048126      5.050333    
  1971.4 0.4735415E-01 0.5954344E-01  5.570865      4.234333    
  1972.1 0.4794294E-01 0.5768041E-01  5.600499      3.435333    
  1972.2 0.5071700E-01 0.5658509E-01  4.932295      3.748333    
  1972.3 0.5338478E-01 0.5584112E-01  5.081375      4.241333    
  1972.4 0.5207931E-01 0.5304486E-01  5.982830      4.851333    
  1973.1 0.4717713E-01 0.4950510E-01  6.414278      5.639667    
  1973.2 0.4290865E-01 0.4889844E-01  6.510023      6.608333    
  1973.3 0.4348586E-01 0.4793204E-01  7.127573      8.388333    
  1973.4 0.4157170E-01 0.4769321E-01  7.956483      7.461667    
  1974.1 0.4357669E-01 0.5085049E-01  7.930544      7.600333    
  1974.2 0.4522747E-01 0.5161500E-01  7.603604      8.268000    
  1974.3 0.4706834E-01 0.5583721E-01  7.748867      8.286333    
  1974.4 0.5192896E-01 0.6556479E-01  7.239879      7.336000    
  1975.1 0.6151981E-01 0.8217515E-01  6.319949      5.873333    
  1975.2 0.6345146E-01 0.8828988E-01  6.319262      5.400667    
  1975.3 0.6293033E-01 0.8467753E-01  7.702310      6.336667    
  1975.4 0.5918777E-01 0.8259670E-01  8.214055      5.684333    
  1976.1 0.5710792E-01 0.7723461E-01  7.787163      4.953333    
  1976.2 0.5752161E-01 0.7526804E-01  7.421528      5.168667    
  1976.3 0.5993157E-01 0.7700112E-01  7.251049      5.168667    
  1976.4 0.6159102E-01 0.7733424E-01  7.217987      4.698000    
  1977.1 0.5942396E-01 0.7493048E-01  7.833251      4.624000    
  1977.2 0.6084650E-01 0.7104693E-01  8.152200      4.828667    
  1977.3 0.6161667E-01 0.6864221E-01  8.262370      5.472000    
  1977.4 0.6373637E-01 0.6612385E-01  8.510172      6.137000    
  1978.1 0.6463422E-01 0.6326666E-01  9.030664      6.408000    
  1978.2 0.6410951E-01 0.5999476E-01  9.449605      6.481000    
  1978.3 0.6110157E-01 0.6021465E-01  9.475659      7.315333    
  1978.4 0.5567664E-01 0.5883992E-01  9.636635      8.680333    
  1979.1 0.5947925E-01 0.5877879E-01  9.738609      9.357667    
  1979.2 0.5764573E-01 0.5714052E-01  10.02248      9.372333    
  1979.3 0.5411874E-01 0.5868435E-01  11.20281      9.631333    
  1979.4 0.5259852E-01 0.5940129E-01  15.16094      11.80367    
  1980.1 0.5412513E-01 0.6296949E-01  14.20117      13.45867    
  1980.2 0.5589999E-01 0.7323656E-01  11.34505      10.04933    
  1980.3 0.6172514E-01 0.7680771E-01  10.85938      9.235333    
  1980.4 0.7264750E-01 0.7398623E-01  12.88368      13.70967    
  1981.1 0.8156959E-01 0.7426606E-01  13.03174      14.36900    
  1981.2 0.8799776E-01 0.7398937E-01  14.05789      14.82900    
  1981.3 0.9511016E-01 0.7417361E-01  12.25290      15.08733    
  1981.4 0.9863988E-01 0.8241053E-01  11.24902      12.02267    
  1982.1 0.1060907     0.8843563E-01  13.14054      12.89500    
  1982.2 0.1126117     0.9425762E-01  10.86006      12.35900    
  1982.3 0.1182710     0.9942961E-01  7.834495      9.705333    
  1982.4 0.1196017     0.1067659      6.776099      7.935000    
  1983.1 0.1192478     0.1039701      5.701105      8.081333    
  1983.2 0.1172260     0.1010214      4.115670      8.420667    
  1983.3 0.1146471     0.9360138E-01  3.146472      9.186667    
  1983.4 0.1140086     0.8541760E-01  1.790308      8.793333    
  1984.1 0.1105459     0.7871758E-01  2.128182      9.133333    
  1984.2 0.1076564     0.7478733E-01 0.9320103      9.843333    
  1984.3 0.9485185E-01 0.7451999E-01 0.6661648      10.34333    
  1984.4 0.7604766E-01 0.7283015E-01  3.669480      8.973333    
  1985.1 0.5946554E-01 0.7279936E-01  6.010259      8.183333    
  1985.2 0.4625833E-01 0.7288834E-01  6.913450      7.523333    
  1985.3 0.3460618E-01 0.7210537E-01  7.528988      7.103333    
  1985.4 0.3090240E-01 0.7054201E-01  7.738240      7.146667    
  1986.1 0.2993894E-01 0.7015712E-01  7.457820      6.886667    
  1986.2 0.2755109E-01 0.7180384E-01  7.631622      6.130000    
  1986.3 0.2625783E-01 0.6991001E-01  8.255552      5.533333    
  1986.4 0.2549962E-01 0.6835172E-01  8.718004      5.340000    
  1987.1 0.2757358E-01 0.6620689E-01  9.253902      5.533333    
  1987.2 0.3170914E-01 0.6280795E-01  9.317054      5.733333    
  1987.3 0.3320788E-01 0.6014193E-01  10.48506      6.033333    
  1987.4 0.3418311E-01 0.5868976E-01  9.106326      6.003333    
  1988.1 0.3701320E-01 0.5727587E-01  8.019135      5.760000    
  1988.2 0.4016626E-01 0.5487146E-01  7.776179      6.230000    
  1988.3 0.4448672E-01 0.5492451E-01  7.624671      6.993333    
  1988.4 0.4629504E-01 0.5350265E-01  7.256951      7.703333    
  1989.1 0.4508712E-01 0.5215423E-01  8.020197      8.533333    
  1989.2 0.4461123E-01 0.5244464E-01  8.750660      8.440000    
  1989.3 0.4077323E-01 0.5277223E-01  8.964147      7.850000    
  1989.4 0.3603476E-01 0.5373561E-01  9.126459      7.633333    
  1990.1 0.3506923E-01 0.5300361E-01  9.441871      7.756667    
  1990.2 0.3615527E-01 0.5337414E-01  8.955544      7.766667    
  1990.3 0.3978391E-01 0.5687498E-01  8.698932      7.493333    
  1990.4 0.4243419E-01 0.6113686E-01  8.811916      7.023333    
  1991.1 0.4250518E-01 0.6574073E-01  8.204581      6.053333    
  1991.2 0.4428808E-01 0.6823443E-01  8.025455      5.593333    
  1991.3 0.4437476E-01 0.6853392E-01  7.839277      5.406667    
  1991.4 0.4640567E-01 0.7096660E-01  7.203224      4.583333    
  1992.1 0.4873491E-01 0.7379080E-01  6.794010      3.910000    
  1992.2 0.5372241E-01 0.7594573E-01  6.429793      3.723333    
  1992.3 0.5867711E-01 0.7626478E-01  5.319505      3.130000    
  1992.4 0.6185599E-01 0.7406133E-01  4.718465      3.076667    
  1993.1 0.6724660E-01 0.7149713E-01  4.526624      2.993333    
  1993.2 0.7112967E-01 0.7068857E-01  3.726064      2.983333    
  1993.3 0.7340624E-01 0.6799552E-01  3.384124      3.020000    
  1993.4 0.7307487E-01 0.6619143E-01  3.791323      3.080000    
  1994.1 0.6883454E-01 0.6555817E-01  3.714373      3.250000    
  1994.2 0.6573145E-01 0.6165512E-01  3.520734      4.036667    
  1994.3 0.6576786E-01 0.6001291E-01  2.963167      4.510000    
  1994.4 0.6539361E-01 0.5619378E-01  2.493147      5.283333    
  1995.1 0.6419754E-01 0.5477964E-01  2.860672      5.780000    
  1995.2 0.6763088E-01 0.5674622E-01  1.019839      5.623333    
  1995.3 0.6032480E-01 0.5658385E-01 0.3282306      5.380000    
  1995.4 0.4986122E-01 0.5572015E-01  2.810378      5.270000    
  1996.1 0.4262600E-01 0.5545427E-01  3.999265      4.950000    
  1996.2 0.4063024E-01 0.5470120E-01  3.976711      5.040000    
  1996.3 0.4447355E-01 0.5259294E-01  3.515717      5.136667    
  1996.4 0.4665957E-01 0.5310254E-01  3.532611      4.970000    
  1997.1 0.5051792E-01 0.5223738E-01  3.536773      5.063333    
  1997.2 0.5249870E-01 0.4974959E-01  3.545603      5.073333    
  1997.3 0.5281367E-01 0.4858023E-01  3.748032      5.056667    
  1997.4 0.5351922E-01 0.4680572E-01  3.729298      5.086667    
  1998.1 0.5622967E-01 0.4637954E-01  3.182672      5.053333    
  1998.2 0.5488535E-01 0.4414228E-01  3.335552      4.976667    
  1998.3 0.5245036E-01 0.4528502E-01  4.074874      4.823333    
  1998.4 0.5758813E-01 0.4429607E-01  1.583067      4.253333    
  1999.1 0.5597263E-01 0.4284456E-01  1.794669      4.406667    
  1999.2 0.5671896E-01 0.4248440E-01  3.112734      4.453333    
  1999.3 0.5385368E-01 0.4243400E-01  3.741535      4.650000    
  1999.4 0.4946605E-01 0.4077788E-01  3.894480      5.043333    
  2000.1 0.4950973E-01 0.4048765E-01  4.490021      5.520000    
  2000.2 0.4569374E-01 0.3947782E-01  5.140163      5.713333    
  2000.3 0.3895994E-01 0.4030117E-01  5.673783      6.016667    
  2000.4 0.4080709E-01 0.3918419E-01  4.589207      6.016667    
  2001.1 0.3755502E-01 0.4230321E-01  4.394212      4.816667    
  2001.2 0.3497034E-01 0.4411448E-01  5.235336      3.660000    
  2001.3 0.3606347E-01 0.4819249E-01  5.403511      3.170000    
  2001.4 0.3889755E-01 0.5537421E-01  5.099187      1.906667    
  2002.1 0.3830666E-01 0.5705425E-01  5.687956      1.820000    
  2002.2 0.4479027E-01 0.5845793E-01  3.531490      1.716667    
  2002.3 0.3757715E-01 0.5732000E-01  2.723187      1.643333    
  2002.4 0.2942150E-01 0.5851777E-01  5.427841      1.333333    
  2003.1 0.3006295E-01 0.5873963E-01  6.828985      1.156667    
  2003.2 0.2456436E-01 0.6152488E-01  7.070237      1.043333    
  2003.3 0.1482667E-01 0.6107130E-01  7.782959     0.9300000    
  2003.4 0.1708826E-01 0.5820932E-01  6.874160     0.9166667    
  2004.1 0.1657279E-01 0.5687648E-01  7.663258     0.9166667    
  2004.2 0.1780598E-01 0.5595400E-01  8.398479      1.076667    
  2004.3 0.1848413E-01 0.5440757E-01  7.892320      1.486667    
  2004.4 0.2871731E-01 0.5396538E-01  6.627172      2.006667    
  2005.1 0.4942609E-01 0.5292068E-01  4.643290      2.536667    
  2005.2 0.5645228E-01 0.5115378E-01  3.989896      2.863333    
  2005.3 0.5843478E-01 0.4975337E-01  4.722430      3.360000    
  2005.4 0.5669740E-01 0.4964352E-01  4.881533      3.826667    
  2006.1 0.5777239E-01 0.4731667E-01  4.474820      4.393333    
  2006.2 0.5753939E-01 0.4666969E-01  3.862252      4.703333    
  2006.3 0.5897194E-01 0.4655398E-01  3.597033      4.906667    
  2006.4 0.6047770E-01 0.4466963E-01  2.574282      4.903333    
  2007.1 0.6062851E-01 0.4536088E-01  2.189721      4.983333    
  2007.2 0.6130672E-01 0.4507805E-01  2.445231      4.736667    
  2007.3 0.6143403E-01 0.4670151E-01  1.973006      4.303333    
  2007.4 0.5929990E-01 0.4813029E-01  1.825191      3.390000    
  2008.1 0.6200271E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.6502720E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6640540E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.7060118E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7351102E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7590885E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.7715656E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.7930988E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.7762291E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.7587477E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.8041037E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.8088652E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.7748034E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.7640697E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.7694738E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.7766535E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.7816595E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8338012E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.7713314E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.6881669E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.6587226E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.6621744E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.6880473E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.6963745E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7220576E-01 0.7353172E-01 0.5310232     0.2222305    
  2014.2 0.7946502E-01 0.7371212E-01  0.000000     0.2267692    
  2014.3 0.7465040E-01 0.7344075E-01  0.000000     0.2727381    
  2014.4 0.6731824E-01 0.7270034E-01  1.924567     0.3896289    
  2015.1 0.6165001E-01 0.7163268E-01  3.589054     0.5446822    
  2015.2 0.6264183E-01 0.7041296E-01  4.119765     0.7056998    
  2015.3 0.6944252E-01 0.6919799E-01  4.080723     0.8622789    
  2015.4 0.7325792E-01 0.6810526E-01  2.692763      1.011500    
  2016.1 0.7823039E-01 0.6720077E-01  1.581971      1.148466    
  2016.2 0.8236857E-01 0.6650839E-01 0.9338687      1.268463    
  2016.3 0.8507063E-01 0.6602361E-01 0.9662651      1.370028    
  2016.4 0.8449951E-01 0.6572500E-01  1.252568      1.454232    
  2017.1 0.8733754E-01 0.6557762E-01 0.8492944      1.523254    
  2017.2 0.8384653E-01 0.6554472E-01 0.9146407      1.579320    
  2017.3 0.7875653E-01 0.6559437E-01  1.989204      1.624370    
  2017.4 0.7388878E-01 0.6569973E-01  2.477442      1.660170    
  2018.1 0.7200121E-01 0.6583532E-01  2.224545      1.688692    
  2018.2 0.6911265E-01 0.6598118E-01  2.147722      1.711782    
  2018.3 0.6987537E-01 0.6612472E-01  2.143010      1.730742    
  2018.4 0.6903240E-01 0.6625905E-01  1.757887      1.746369    
  2019.1 0.6542108E-01 0.6637441E-01  2.812465      1.759767    
  2019.2 0.6249941E-01 0.6646188E-01  3.888864      1.772234    
  2019.3 0.6343387E-01 0.6651811E-01  3.469418      1.784603    
  2019.4 0.6938334E-01 0.6654506E-01  2.380910      1.797049    
  2020.1 0.7453082E-01 0.6654177E-01  1.384234      1.809908    
  2020.2 0.7665383E-01 0.6650849E-01  1.314923      1.823601    
  2020.3 0.7768349E-01 0.6644969E-01  1.569081      1.838160    
  2020.4 0.7871342E-01 0.6637212E-01  1.545408      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.312810214320E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     124 IER= 4 F=  0.272141143217E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.15432007921E-05  0.46379395734E-06  0.35976697607E-06

X VALUES

  0.48053750035E+00  0.96092262774E+00 -0.13640428550E+00

MEAN OF DEPENDENT VARIABLE   749999.220753781

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.480537500       0.021619342   22.22720
  2       1.100000000       0.960922628       0.069296308   13.86687
  3      -0.100000000      -0.136404285       0.066866209   -2.03996

SE of equation          =      0.011550001
Sum of squared residuals =  0.272141143E-01   0.855698240E-01
Sum of ABS residuals     =  0.873909300    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99575

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.168343669542E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     139 IER= 4 F=  0.976753562489E-02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.15814950559E-07  0.43404524381E-06  0.46634983743E-06

X VALUES

  0.62305389302E+00  0.10297890991E+01 -0.94713901471E-01

MEAN OF DEPENDENT VARIABLE   749999.238188649

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.623053893       0.017226938   36.16742
  2       1.100000000       1.029789099       0.070536196   14.59944
  3      -0.100000000      -0.094713901       0.065437971   -1.44738

SE of equation          =      0.006919543
Sum of squared residuals =  0.976753562E-02   0.477917774E-01
Sum of ABS residuals     =  0.566274417    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99947

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.646622212157E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.527923801731E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.15565769761E-05  0.84400136838E-05  0.99923844444E-05

X VALUES

  0.38571728165E+00  0.10555518755E+01 -0.19093703977E+00

MEAN OF DEPENDENT VARIABLE   749999.261318349

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.385717282       0.035846583   10.76022
  2       1.100000000       1.055551875       0.070188365   15.03884
  3      -0.100000000      -0.190937040       0.067059432   -2.84728

SE of equation          =      0.016581927
Sum of squared residuals =  0.527923802E-01   0.239679740    
Sum of ABS residuals     =   1.23359620    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97933

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.501889694515E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.405655267005E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.50160172808E-06 -0.54172493178E-06 -0.88008318091E-06

X VALUES

  0.50971471390E+00  0.12711596772E+01 -0.32194261315E+00

MEAN OF DEPENDENT VARIABLE   749999.264971296

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.509714714       0.016710743   30.50222
  2       1.100000000       1.271159677       0.067299734   18.88803
  3      -0.100000000      -0.321942613       0.063767933   -5.04866

SE of equation          =      0.014101440
Sum of squared residuals =  0.405655267E-01   0.129516425    
Sum of ABS residuals     =   1.27184335    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98292

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.352198525833E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 3 F=  0.352046802758E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.99123259970E-08 -0.10887952630E-06 -0.12581239321E-06

X VALUES

  0.57346195916E+00  0.11381263065E+01 -0.19032536926E+00

MEAN OF DEPENDENT VARIABLE   749999.262330849

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.573461959       0.535958584    1.06997
  2       1.100000000       1.138126306       2.041691530    0.55744
  3      -0.100000000      -0.190325369       1.921803523   -0.09903

SE of equation          =      0.415417816
Sum of squared residuals =   35.2046803        6.53111571    
Sum of ABS residuals     =   8.02556838    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96046

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.339030291254E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.335551803980E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.29311726834E-08  0.10503217443E-05  0.10177281888E-05

X VALUES

  0.45527422367E+00  0.98295201254E+00 -0.18823652863E+00

MEAN OF DEPENDENT VARIABLE   749999.243775474

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.455274224       0.223725300    2.03497
  2       1.100000000       0.982952013       0.262252100    3.74812
  3      -0.100000000      -0.188236529       0.254659219   -0.73917

SE of equation          =      0.128252165
Sum of squared residuals =   3.35551804        3.32613141    
Sum of ABS residuals     =   5.62765801    
R squared                =    1.00000
Durbin-Watson statistic  =    1.89529

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.797573367708E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.578398803669E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10410227064E-05 -0.16971197263E-05  0.36694216866E-06

X VALUES

  0.13081448250E+01  0.13349329815E+01 -0.34836252065E+00

MEAN OF DEPENDENT VARIABLE   749999.422116037

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.308144825       0.101633881   12.87115
  2       1.100000000       1.334932982       0.079001594   16.89754
  3      -0.100000000      -0.348362521       0.078910902   -4.41463

SE of equation          =      0.059387052
Sum of squared residuals =  0.578398804        1.40833253    
Sum of ABS residuals     =   4.48510475    
R squared                =    1.00000
Durbin-Watson statistic  =    1.77876

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.482163177551E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.430582868784E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.41896442135E-05  0.13564009940E-04  0.12951918624E-04

X VALUES

  0.61173917132E+00  0.94358545862E+00 -0.29135394620E+00

MEAN OF DEPENDENT VARIABLE   749999.273864080

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.611739171       0.046276185   13.21931
  2       1.100000000       0.943585459       0.120965558    7.80045
  3      -0.100000000      -0.291353946       0.118639397   -2.45579

SE of equation          =      0.045942359
Sum of squared residuals =  0.430582869        1.06057055    
Sum of ABS residuals     =   3.73356312    
R squared                =    1.00000
Durbin-Watson statistic  =    1.64537

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.663196889901E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     110 IER= 4 F=  0.458978003816E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.98062206445E-07 -0.35601552613E-07 -0.83424662922E-07

X VALUES

  0.97529259703E+00  0.55716887746E+00  0.12502986568E-01

MEAN OF DEPENDENT VARIABLE   749999.261543850

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.975292597       0.106257397    9.17859
  2       1.100000000       0.557168877       0.082007010    6.79416
  3      -0.100000000       0.012502987       0.082701334    0.15118

SE of equation          =      0.052902234
Sum of squared residuals =  0.458978004       0.638112523    
Sum of ABS residuals     =   3.62549752    
R squared                =    1.00000
Durbin-Watson statistic  =    2.03595

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.466493915975E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.327609835269E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.64680811697E-08 -0.25212257971E-06 -0.14195530711E-06

X VALUES

 -0.14491258372E+00  0.81130200373E+00  0.78048833206E-01

MEAN OF DEPENDENT VARIABLE   749999.249332392

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000      -0.144912584       0.102576009   -1.41273
  2       1.100000000       0.811302004       0.092385036    8.78175
  3      -0.100000000       0.078048833       0.091182901    0.85596

SE of equation          =      0.045826445
Sum of squared residuals =  0.327609835       0.598999688    
Sum of ABS residuals     =   3.15924021    
R squared                =    1.00000
Durbin-Watson statistic  =    1.82103

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.414636948952E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     108 IER= 4 F=  0.345450916768E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.37330781860E-06  0.48580192235E-07 -0.19373386903E-08

X VALUES

  0.48056867549E+00  0.86031076494E+00 -0.36346708500E+00

MEAN OF DEPENDENT VARIABLE   749999.270112101

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.480568675       0.038888959   12.35746
  2       1.100000000       0.860310765       0.095879268    8.97285
  3      -0.100000000      -0.363467085       0.091810310   -3.95889

SE of equation          =      0.041150782
Sum of squared residuals =  0.345450917        1.17028833    
Sum of ABS residuals     =   4.01468849    
R squared                =    1.00000
Durbin-Watson statistic  =    1.65218

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.664217045220E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      42 IER= 3 F=  0.648679243065E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.84699225789E-11  0.82929662651E-11

X VALUES

  0.99127961862E+00 -0.10040644588E+00

MEAN OF DEPENDENT VARIABLE   749999.248090521

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.991279619       0.151617062    6.53805
  2      -0.100000000      -0.100406446       0.151684403   -0.66194

SE of equation          =      0.023647542
Sum of squared residuals =  0.648679243E-01   0.473655972    
Sum of ABS residuals     =   1.14288849    
R squared                =    1.00000
Durbin-Watson statistic  =    1.44481

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.346440147697E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.326970279381E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.20502274997E-11 -0.56762489276E-11

X VALUES

  0.10830242251E+01 -0.19559096840E+00

MEAN OF DEPENDENT VARIABLE   749999.257873929

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.083024225       0.088457180   12.24349
  2      -0.100000000      -0.195590968       0.085505570   -2.28746

SE of equation          =      0.040034928
Sum of squared residuals =  0.326970279        1.66210632    
Sum of ABS residuals     =   3.64150297    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69146

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4685711E-01 0.5234225E-01  1.501293      1.083667    
  1954.2 0.5241006E-01 0.5783462E-01  1.584042     0.8143333    
  1954.3 0.5066363E-01 0.5970489E-01  2.046483     0.8696667    
  1954.4 0.4481110E-01 0.5361334E-01  2.825691      1.036333    
  1955.1 0.4834323E-01 0.4710636E-01  3.023217      1.256333    
  1955.2 0.4328044E-01 0.4380454E-01  3.673704      1.614333    
  1955.3 0.2863030E-01 0.4109694E-01  5.128156      1.861333    
  1955.4 0.2361851E-01 0.4208878E-01  5.096884      2.349333    
  1956.1 0.2071578E-01 0.4031458E-01  5.169298      2.379333    
  1956.2 0.1935967E-01 0.4190614E-01  5.327687      2.596667    
  1956.3 0.1938210E-01 0.4128671E-01  5.926377      2.596667    
  1956.4 0.1680435E-01 0.4100540E-01  6.688434      3.063667    
  1957.1 0.1525225E-01 0.3946671E-01  6.136372      3.171667    
  1957.2 0.1650355E-01 0.4062513E-01  5.000726      3.157000    
  1957.3 0.2115756E-01 0.4207225E-01  4.541901      3.382333    
  1957.4 0.2750812E-01 0.4923487E-01  3.506087      3.343333    
  1958.1 0.2576154E-01 0.6275076E-01  3.680790      1.838000    
  1958.2 0.2020638E-01 0.7359928E-01  5.072041      1.017667    
  1958.3 0.1818225E-01 0.7309055E-01  5.946425      1.710667    
  1958.4 0.2246663E-01 0.6352766E-01  5.623590      2.787667    
  1959.1 0.2710398E-01 0.5798631E-01  5.838967      2.800333    
  1959.2 0.2949918E-01 0.5104500E-01  5.976601      3.019333    
  1959.3 0.4892204E-01 0.5287044E-01  4.177696      3.533000    
  1959.4 0.6555846E-01 0.5592834E-01  2.368943      4.299333    
  1960.1 0.8125097E-01 0.5159512E-01 0.8737556      3.943000    
  1960.2 0.8812377E-01 0.5225835E-01  0.000000      3.092333    
  1960.3 0.9426132E-01 0.5549938E-01  0.000000      2.390333    
  1960.4 0.9670755E-01 0.6251647E-01  0.000000      2.360667    
  1961.1 0.9232236E-01 0.6773354E-01 0.4027375      2.376667    
  1961.2 0.8605929E-01 0.6971717E-01 0.8743152      2.324667    
  1961.3 0.7454110E-01 0.6749309E-01  1.647016      2.324667    
  1961.4 0.5900181E-01 0.6171891E-01  3.027718      2.475000    
  1962.1 0.4770365E-01 0.5614436E-01  4.818294      2.739000    
  1962.2 0.3992564E-01 0.5482584E-01  5.318083      2.716000    
  1962.3 0.3404629E-01 0.5539051E-01  4.668143      2.858000    
  1962.4 0.3762197E-01 0.5505923E-01  4.485386      2.803333    
  1963.1 0.3594288E-01 0.5779253E-01  4.945442      2.909000    
  1963.2 0.4151515E-01 0.5680856E-01  4.589907      2.941333    
  1963.3 0.4313694E-01 0.5493742E-01  3.694795      3.280667    
  1963.4 0.4701004E-01 0.5572673E-01  3.148298      3.499333    
  1964.1 0.5274248E-01 0.5457706E-01  2.997709      3.538000    
  1964.2 0.5407497E-01 0.5220257E-01  3.638923      3.481333    
  1964.3 0.5577295E-01 0.4989598E-01  4.033576      3.504000    
  1964.4 0.5436464E-01 0.4953597E-01  4.832392      3.685000    
  1965.1 0.6315725E-01 0.4871666E-01  4.057573      3.899667    
  1965.2 0.7240982E-01 0.4655354E-01  2.436229      3.879000    
  1965.3 0.7792545E-01 0.4351989E-01 0.9631033      3.859667    
  1965.4 0.7695590E-01 0.4102298E-01  1.149691      4.158667    
  1966.1 0.7503013E-01 0.3848268E-01  1.394638      4.630667    
  1966.2 0.7310552E-01 0.3807639E-01  1.396458      4.597333    
  1966.3 0.6564130E-01 0.3750700E-01  1.525491      5.047667    
  1966.4 0.5671872E-01 0.3683286E-01  2.090454      5.246000    
  1967.1 0.5236738E-01 0.3809930E-01  2.555753      4.533667    
  1967.2 0.4304578E-01 0.3806934E-01  3.782577      3.657333    
  1967.3 0.3518501E-01 0.3784696E-01  5.558411      4.344667    
  1967.4 0.2713529E-01 0.3915978E-01  6.805120      4.787333    
  1968.1 0.2358078E-01 0.3728355E-01  7.493126      5.064667    
  1968.2 0.1905567E-01 0.3537721E-01  7.955254      5.510000    
  1968.3 0.1960791E-01 0.3510557E-01  8.382475      5.226333    
  1968.4 0.1868521E-01 0.3392130E-01  7.722586      5.580667    
  1969.1 0.2253138E-01 0.3376971E-01  7.892373      6.137667    
  1969.2 0.2875035E-01 0.3424592E-01  7.786427      6.240000    
  1969.3 0.2906731E-01 0.3590757E-01  8.654928      7.046667    
  1969.4 0.3459633E-01 0.3581941E-01  8.227801      7.317667    
  1970.1 0.3554554E-01 0.4159508E-01  8.076213      7.262667    
  1970.2 0.4017526E-01 0.4746577E-01  7.812282      6.752333    
  1970.3 0.4539961E-01 0.5169088E-01  7.743270      6.374667    
  1970.4 0.4989119E-01 0.5802797E-01  7.834833      5.358333    
  1971.1 0.5410837E-01 0.5914467E-01  7.552547      3.863333    
  1971.2 0.5341202E-01 0.5907857E-01  7.402316      4.206000    
  1971.3 0.5300471E-01 0.5983336E-01  7.519436      5.050333    
  1971.4 0.4707397E-01 0.5954344E-01  6.901966      4.234333    
  1972.1 0.4826495E-01 0.5768041E-01  7.042348      3.435333    
  1972.2 0.5209855E-01 0.5658509E-01  7.324582      3.748333    
  1972.3 0.5716176E-01 0.5584112E-01  6.583671      4.241333    
  1972.4 0.5766052E-01 0.5304486E-01  6.399146      4.851333    
  1973.1 0.5878252E-01 0.4950510E-01  5.965457      5.639667    
  1973.2 0.6058832E-01 0.4889844E-01  6.178192      6.608333    
  1973.3 0.6006048E-01 0.4793204E-01  6.510187      8.388333    
  1973.4 0.5864058E-01 0.4769321E-01  6.615773      7.461667    
  1974.1 0.6368725E-01 0.5085049E-01  6.367299      7.600333    
  1974.2 0.6178600E-01 0.5161500E-01  6.611046      8.268000    
  1974.3 0.5911733E-01 0.5583721E-01  7.997892      8.286333    
  1974.4 0.5617009E-01 0.6556479E-01  8.552885      7.336000    
  1975.1 0.5670968E-01 0.8217515E-01  7.925205      5.873333    
  1975.2 0.5998137E-01 0.8828988E-01  7.397483      5.400667    
  1975.3 0.6073287E-01 0.8467753E-01  7.389041      6.336667    
  1975.4 0.5962884E-01 0.8259670E-01  7.199085      5.684333    
  1976.1 0.6047277E-01 0.7723461E-01  7.659961      4.953333    
  1976.2 0.6252208E-01 0.7526804E-01  7.564903      5.168667    
  1976.3 0.6414239E-01 0.7700112E-01  6.554014      5.168667    
  1976.4 0.7118933E-01 0.7733424E-01  5.811592      4.698000    
  1977.1 0.7682497E-01 0.7493048E-01  5.497700      4.624000    
  1977.2 0.8134452E-01 0.7104693E-01  5.005942      4.828667    
  1977.3 0.8185583E-01 0.6864221E-01  4.408292      5.472000    
  1977.4 0.8197395E-01 0.6612385E-01  3.779032      6.137000    
  1978.1 0.8486447E-01 0.6326666E-01  2.885640      6.408000    
  1978.2 0.8176130E-01 0.5999476E-01  3.568940      6.481000    
  1978.3 0.7707070E-01 0.6021465E-01  4.523840      7.315333    
  1978.4 0.8047129E-01 0.5883992E-01  2.139661      8.680333    
  1979.1 0.8070115E-01 0.5877879E-01  1.212338      9.357667    
  1979.2 0.8019425E-01 0.5714052E-01  2.072818      9.372333    
  1979.3 0.7955008E-01 0.5868435E-01  3.110376      9.631333    
  1979.4 0.8270079E-01 0.5940129E-01  6.149210      11.80367    
  1980.1 0.8085811E-01 0.6296949E-01  5.289461      13.45867    
  1980.2 0.8100684E-01 0.7323656E-01  6.250514      10.04933    
  1980.3 0.8610390E-01 0.7680771E-01  7.290165      9.235333    
  1980.4 0.8961702E-01 0.7398623E-01  9.210971      13.70967    
  1981.1 0.9730248E-01 0.7426606E-01  8.300965      14.36900    
  1981.2 0.1063705     0.7398937E-01  7.620679      14.82900    
  1981.3 0.1127180     0.7417361E-01  5.542507      15.08733    
  1981.4 0.1153322     0.8241053E-01  3.472168      12.02267    
  1982.1 0.1123859     0.8843563E-01  6.385733      12.89500    
  1982.2 0.1079385     0.9425762E-01  8.030027      12.35900    
  1982.3 0.1020276     0.9942961E-01  7.181153      9.705333    
  1982.4 0.9285866E-01 0.1067659      6.873675      7.935000    
  1983.1 0.8119805E-01 0.1039701      7.957066      8.081333    
  1983.2 0.7490117E-01 0.1010214      8.727497      8.420667    
  1983.3 0.6948315E-01 0.9360138E-01  9.088694      9.186667    
  1983.4 0.6702897E-01 0.8541760E-01  9.314749      8.793333    
  1984.1 0.6999499E-01 0.7871758E-01  9.367787      9.133333    
  1984.2 0.7619692E-01 0.7478733E-01  6.775809      9.843333    
  1984.3 0.7191725E-01 0.7451999E-01  5.463353      10.34333    
  1984.4 0.6226540E-01 0.7283015E-01  7.753023      8.973333    
  1985.1 0.5100277E-01 0.7279936E-01  9.575999      8.183333    
  1985.2 0.4163494E-01 0.7288834E-01  10.22814      7.523333    
  1985.3 0.3537140E-01 0.7210537E-01  10.41447      7.103333    
  1985.4 0.3495429E-01 0.7054201E-01  10.49699      7.146667    
  1986.1 0.3887652E-01 0.7015712E-01  10.06513      6.886667    
  1986.2 0.3956543E-01 0.7180384E-01  9.604989      6.130000    
  1986.3 0.3969302E-01 0.6991001E-01  10.15394      5.533333    
  1986.4 0.3789059E-01 0.6835172E-01  10.84878      5.340000    
  1987.1 0.3963338E-01 0.6620689E-01  11.01179      5.533333    
  1987.2 0.4205236E-01 0.6280795E-01  9.812952      5.733333    
  1987.3 0.4383962E-01 0.6014193E-01  9.130261      6.033333    
  1987.4 0.4129580E-01 0.5868976E-01  9.266937      6.003333    
  1988.1 0.4139372E-01 0.5727587E-01  10.07989      5.760000    
  1988.2 0.4324160E-01 0.5487146E-01  10.50638      6.230000    
  1988.3 0.5111897E-01 0.5492451E-01  10.34352      6.993333    
  1988.4 0.5257426E-01 0.5350265E-01  8.592221      7.703333    
  1989.1 0.5334139E-01 0.5215423E-01  7.527145      8.533333    
  1989.2 0.5306635E-01 0.5244464E-01  7.325551      8.440000    
  1989.3 0.5349477E-01 0.5277223E-01  6.952285      7.850000    
  1989.4 0.5330257E-01 0.5373561E-01  6.585115      7.633333    
  1990.1 0.4789752E-01 0.5300361E-01  7.110106      7.756667    
  1990.2 0.4381759E-01 0.5337414E-01  7.503001      7.766667    
  1990.3 0.4298677E-01 0.5687498E-01  7.543803      7.493333    
  1990.4 0.4194107E-01 0.6113686E-01  7.423801      7.023333    
  1991.1 0.4323061E-01 0.6574073E-01  6.739204      6.053333    
  1991.2 0.4627770E-01 0.6823443E-01  6.420317      5.593333    
  1991.3 0.4642560E-01 0.6853392E-01  6.033532      5.406667    
  1991.4 0.4623674E-01 0.7096660E-01  5.524839      4.583333    
  1992.1 0.4431545E-01 0.7379080E-01  6.089934      3.910000    
  1992.2 0.4448361E-01 0.7594573E-01  6.582687      3.723333    
  1992.3 0.4522672E-01 0.7626478E-01  6.790571      3.130000    
  1992.4 0.4738261E-01 0.7406133E-01  6.999052      3.076667    
  1993.1 0.4941891E-01 0.7149713E-01  6.680221      2.993333    
  1993.2 0.4976144E-01 0.7068857E-01  6.308398      2.983333    
  1993.3 0.4849523E-01 0.6799552E-01  6.260998      3.020000    
  1993.4 0.5050956E-01 0.6619143E-01  6.262410      3.080000    
  1994.1 0.4901409E-01 0.6555817E-01  6.466638      3.250000    
  1994.2 0.4993418E-01 0.6165512E-01  6.254960      4.036667    
  1994.3 0.4603132E-01 0.6001291E-01  6.929771      4.510000    
  1994.4 0.4493938E-01 0.5619378E-01  6.560340      5.283333    
  1995.1 0.4405223E-01 0.5477964E-01  5.619919      5.780000    
  1995.2 0.4676531E-01 0.5674622E-01  4.865146      5.623333    
  1995.3 0.5052918E-01 0.5658385E-01  3.822503      5.380000    
  1995.4 0.5259790E-01 0.5572015E-01  3.193986      5.270000    
  1996.1 0.5400745E-01 0.5545427E-01  2.623237      4.950000    
  1996.2 0.5368518E-01 0.5470120E-01  2.726663      5.040000    
  1996.3 0.5070797E-01 0.5259294E-01  2.940924      5.136667    
  1996.4 0.4943516E-01 0.5310254E-01  2.934837      4.970000    
  1997.1 0.4798600E-01 0.5223738E-01  3.020800      5.063333    
  1997.2 0.4574156E-01 0.4974959E-01  2.763476      5.073333    
  1997.3 0.4351288E-01 0.4858023E-01  3.127436      5.056667    
  1997.4 0.4054559E-01 0.4680572E-01  3.652526      5.086667    
  1998.1 0.3519380E-01 0.4637954E-01  4.632648      5.053333    
  1998.2 0.3159664E-01 0.4414228E-01  5.054467      4.976667    
  1998.3 0.2838432E-01 0.4528502E-01  5.322873      4.823333    
  1998.4 0.2406176E-01 0.4429607E-01  5.555330      4.253333    
  1999.1 0.2061767E-01 0.4284456E-01  6.498953      4.406667    
  1999.2 0.2046516E-01 0.4248440E-01  6.918158      4.453333    
  1999.3 0.2216248E-01 0.4243400E-01  7.050162      4.650000    
  1999.4 0.2513520E-01 0.4077788E-01  7.166973      5.043333    
  2000.1 0.2263758E-01 0.4048765E-01  7.686808      5.520000    
  2000.2 0.2529756E-01 0.3947782E-01  7.847350      5.713333    
  2000.3 0.2850269E-01 0.4030117E-01  7.837192      6.016667    
  2000.4 0.3288175E-01 0.3918419E-01  8.185322      6.016667    
  2001.1 0.3134631E-01 0.4230321E-01  8.957939      4.816667    
  2001.2 0.3051131E-01 0.4411448E-01  9.508835      3.660000    
  2001.3 0.3365073E-01 0.4819249E-01  9.460309      3.170000    
  2001.4 0.3183305E-01 0.5537421E-01  8.188210      1.906667    
  2002.1 0.3455173E-01 0.5705425E-01  8.143933      1.820000    
  2002.2 0.3559440E-01 0.5845793E-01  7.840221      1.716667    
  2002.3 0.3804126E-01 0.5732000E-01  8.267593      1.643333    
  2002.4 0.3702106E-01 0.5851777E-01  9.645569      1.333333    
  2003.1 0.4352614E-01 0.5873963E-01  8.853201      1.156667    
  2003.2 0.4405379E-01 0.6152488E-01  7.856535      1.043333    
  2003.3 0.4257016E-01 0.6107130E-01  8.395276     0.9300000    
  2003.4 0.3844538E-01 0.5820932E-01  8.807443     0.9166667    
  2004.1 0.3740014E-01 0.5687648E-01  9.333565     0.9166667    
  2004.2 0.3776358E-01 0.5595400E-01  9.069668      1.076667    
  2004.3 0.3453734E-01 0.5440757E-01  8.752215      1.486667    
  2004.4 0.3548060E-01 0.5396538E-01  8.609823      2.006667    
  2005.1 0.3947202E-01 0.5292068E-01  7.790873      2.536667    
  2005.2 0.4246684E-01 0.5115378E-01  7.130134      2.863333    
  2005.3 0.4779141E-01 0.4975337E-01  6.751387      3.360000    
  2005.4 0.5065217E-01 0.4964352E-01  6.531265      3.826667    
  2006.1 0.5000151E-01 0.4731667E-01  6.763152      4.393333    
  2006.2 0.4669293E-01 0.4666969E-01  7.193629      4.703333    
  2006.3 0.4589514E-01 0.4655398E-01  7.670604      4.906667    
  2006.4 0.3991537E-01 0.4466963E-01  6.683417      4.903333    
  2007.1 0.3945576E-01 0.4536088E-01  6.098518      4.983333    
  2007.2 0.4124955E-01 0.4507805E-01  6.262820      4.736667    
  2007.3 0.4585167E-01 0.4670151E-01  6.184515      4.303333    
  2007.4 0.4787070E-01 0.4813029E-01  6.150181      3.390000    
  2008.1 0.4736746E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.4693745E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.4892759E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.4953554E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.5361902E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.6310327E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.6025673E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.5399727E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.4995101E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.4952981E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.4994037E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.5219026E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.5348816E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.5848228E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.6342569E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.6517803E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.6657083E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.6702204E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.6695375E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.6828947E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.6715643E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.6787799E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7051323E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7447238E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8360973E-01 0.7353172E-01  0.000000     0.2222305    
  2014.2 0.8267759E-01 0.7371212E-01 0.2695980     0.2267692    
  2014.3 0.7538775E-01 0.7344075E-01  1.276093     0.2727381    
  2014.4 0.7411309E-01 0.7270034E-01 0.7253100     0.3896289    
  2015.1 0.7313593E-01 0.7163268E-01 0.1875200E-01 0.5446822    
  2015.2 0.7561342E-01 0.7041296E-01  0.000000     0.7056998    
  2015.3 0.8208395E-01 0.6919799E-01  0.000000     0.8622789    
  2015.4 0.8769596E-01 0.6810526E-01  0.000000      1.011500    
  2016.1 0.8960161E-01 0.6720077E-01  0.000000      1.148466    
  2016.2 0.8907041E-01 0.6650839E-01  0.000000      1.268463    
  2016.3 0.8629474E-01 0.6602361E-01 0.1136470      1.370028    
  2016.4 0.8178894E-01 0.6572500E-01 0.5034794      1.454232    
  2017.1 0.7931338E-01 0.6557762E-01 0.7529319      1.523254    
  2017.2 0.7233883E-01 0.6554472E-01  1.874496      1.579320    
  2017.3 0.6850125E-01 0.6559437E-01  2.818589      1.624370    
  2017.4 0.6465805E-01 0.6569973E-01  3.652346      1.660170    
  2018.1 0.6496073E-01 0.6583532E-01  4.302602      1.688692    
  2018.2 0.6622471E-01 0.6598118E-01  4.252812      1.711782    
  2018.3 0.7053838E-01 0.6612472E-01  3.131929      1.730742    
  2018.4 0.7808318E-01 0.6625905E-01  1.984120      1.746369    
  2019.1 0.8545568E-01 0.6637441E-01  1.973900      1.759767    
  2019.2 0.8898135E-01 0.6646188E-01  2.058116      1.772234    
  2019.3 0.9239743E-01 0.6651811E-01  1.058671      1.784603    
  2019.4 0.9655324E-01 0.6654506E-01 0.4895369E-01  1.797049    
  2020.1 0.1021239     0.6654177E-01  0.000000      1.809908    
  2020.2 0.1041801     0.6650849E-01  0.000000      1.823601    
  2020.3 0.1076145     0.6644969E-01  0.000000      1.838160    
  2020.4 0.1056949     0.6637212E-01 0.3870994E-01  1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.424566131708E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     125 IER= 4 F=  0.397743965523E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.56605299194E-05 -0.45048186492E-05 -0.40385527502E-05

X VALUES

  0.44794855405E+00  0.11989717370E+01 -0.26541080575E+00

MEAN OF DEPENDENT VARIABLE   749999.234814953

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.447948554       0.027859309   16.07895
  2       1.100000000       1.198971737       0.067810346   17.68125
  3      -0.100000000      -0.265410806       0.067017262   -3.96033

SE of equation          =      0.013963257
Sum of squared residuals =  0.397743966E-01   0.266090879    
Sum of ABS residuals     =  0.966903627    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99596

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.167967779359E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     138 IER= 4 F=  0.107296061818E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.15537941520E-06  0.15033902014E-06  0.10675374575E-06

X VALUES

  0.62184034659E+00  0.82525425380E+00  0.11048922061E+00

MEAN OF DEPENDENT VARIABLE   749999.237556014

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.621840347       0.017488375   35.55735
  2       1.100000000       0.825254254       0.074972844   11.00738
  3      -0.100000000       0.110489221       0.070543669    1.56625

SE of equation          =      0.007252317
Sum of squared residuals =  0.107296062E-01  -0.622119421E-01
Sum of ABS residuals     =  0.573674938    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99988

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.279691029898E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 4 F=  0.244484537368E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.84691149703E-07  0.47026581083E-05  0.48275548806E-05

X VALUES

  0.55699781331E+00  0.10376747761E+01 -0.10667350998E+00

MEAN OF DEPENDENT VARIABLE   749999.255712577

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.556997813       0.025617812   21.74260
  2       1.100000000       1.037674776       0.071014199   14.61222
  3      -0.100000000      -0.106673510       0.067934724   -1.57024

SE of equation          =      0.011284312
Sum of squared residuals =  0.244484537E-01   0.101864515    
Sum of ABS residuals     =  0.762285441    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99604

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.473727009405E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     101 IER= 4 F=  0.373705201908E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.30263146410E-05 -0.87480580566E-05 -0.88376396029E-05

X VALUES

  0.47340627289E+00  0.14099937884E+01 -0.43352216751E+00

MEAN OF DEPENDENT VARIABLE   749999.226265631

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.473406273       0.008004334   59.14374
  2       1.100000000       1.409993788       0.065112429   21.65476
  3      -0.100000000      -0.433522168       0.063681422   -6.80767

SE of equation          =      0.013534727
Sum of squared residuals =  0.373705202E-01  -0.388990721    
Sum of ABS residuals     =   1.17351377    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98816

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.508873306719E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.508724310844E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.61565108483E-05 -0.63249142479E-04 -0.68467037079E-04

X VALUES

  0.54600304582E+00  0.10610221463E+01 -0.12719956112E+00

MEAN OF DEPENDENT VARIABLE   749999.269744870

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.546003046       0.815295573    0.66970
  2       1.100000000       1.061022146       3.714500166    0.28564
  3      -0.100000000      -0.127199561       3.442794508   -0.03695

SE of equation          =      0.499374271
Sum of squared residuals =   50.8724311        8.11390212    
Sum of ABS residuals     =   8.87511103    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96940

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.309413109055E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      93 IER= 3 F=  0.307495103446E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.79247101131E-07  0.51148614145E-07  0.93815626529E-07

X VALUES

  0.51505025035E+00  0.89419329315E+00 -0.12541773743E+00

MEAN OF DEPENDENT VARIABLE   749999.237915429

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.515050250       0.188538045    2.73181
  2       1.100000000       0.894193293       0.402933208    2.21921
  3      -0.100000000      -0.125417737       0.367813127   -0.34098

SE of equation          =      0.122773325
Sum of squared residuals =   3.07495103        2.78775043    
Sum of ABS residuals     =   4.50879331    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93099

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.837996882566E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      88 IER= 4 F=  0.634504665417E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.14633094355E-05  0.15537381152E-04  0.20666820560E-04

X VALUES

  0.10321966377E+01  0.12550166000E+01 -0.31390186363E+00

MEAN OF DEPENDENT VARIABLE   749999.298648584

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.032196638       0.089735992   11.50259
  2       1.100000000       1.255016600       0.077933126   16.10376
  3      -0.100000000      -0.313901864       0.076928672   -4.08043

SE of equation          =      0.062200731
Sum of squared residuals =  0.634504665        1.17737238    
Sum of ABS residuals     =   4.60021402    
R squared                =    1.00000
Durbin-Watson statistic  =    1.80699

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.385644020807E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     101 IER= 4 F=  0.364200604372E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.64360484767E-07  0.26283248868E-06  0.28623034365E-06

X VALUES

  0.45736846265E+00  0.96688017034E+00 -0.19705752603E+00

MEAN OF DEPENDENT VARIABLE   749999.280861782

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.457368463       0.060834859    7.51820
  2       1.100000000       0.966880170       0.126662278    7.63353
  3      -0.100000000      -0.197057526       0.128220615   -1.53686

SE of equation          =      0.042252776
Sum of squared residuals =  0.364200604        1.85733507    
Sum of ABS residuals     =   3.67740372    
R squared                =    1.00000
Durbin-Watson statistic  =    1.59249

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.296747093634E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.240107909863E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.29011697138E-06  0.74844284541E-06 -0.77421036678E-07

X VALUES

  0.63151264051E+00  0.65886169761E+00  0.10941270108E+00

MEAN OF DEPENDENT VARIABLE   749999.262604048

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.631512641       0.071488543    8.83376
  2       1.100000000       0.658861698       0.086473974    7.61919
  3      -0.100000000       0.109412701       0.084296977    1.29794

SE of equation          =      0.038263202
Sum of squared residuals =  0.240107910       0.627841714    
Sum of ABS residuals     =   2.96886295    
R squared                =    1.00000
Durbin-Watson statistic  =    1.78786

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.412335156948E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     113 IER= 4 F=  0.327434429133E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.24050020032E-06  0.33934437975E-07  0.18951163492E-06

X VALUES

  0.57845195392E-01  0.80703119977E+00  0.84266152237E-01

MEAN OF DEPENDENT VARIABLE   749999.245106025

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.057845195       0.107458734    0.53830
  2       1.100000000       0.807031200       0.104507332    7.72224
  3      -0.100000000       0.084266152       0.103813284    0.81171

SE of equation          =      0.045814175
Sum of squared residuals =  0.327434429       0.787011881    
Sum of ABS residuals     =   2.74847052    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69559

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.395592957620E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.312546573605E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.11125383788E-05  0.34100282913E-06 -0.13178525215E-05

X VALUES

  0.52604423894E+00  0.11723316201E+01 -0.54906963445E+00

MEAN OF DEPENDENT VARIABLE   749999.271828069

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.526044239       0.048556596   10.83363
  2       1.100000000       1.172331620       0.086747029   13.51437
  3      -0.100000000      -0.549069634       0.083732251   -6.55745

SE of equation          =      0.039141935
Sum of squared residuals =  0.312546574        1.58510688    
Sum of ABS residuals     =   3.74979689    
R squared                =    1.00000
Durbin-Watson statistic  =    1.65193

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.703316108945E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      43 IER= 3 F=  0.614663491791E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.88741158324E-11  0.10106331887E-10

X VALUES

  0.12276224060E+01 -0.50464274047E+00

MEAN OF DEPENDENT VARIABLE   749999.257419381

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.227622406       0.168261673    7.29591
  2      -0.100000000      -0.504642740       0.151344980   -3.33439

SE of equation          =      0.023019173
Sum of squared residuals =  0.614663492E-01   0.705166886    
Sum of ABS residuals     =   1.16675691    
R squared                =    1.00000
Durbin-Watson statistic  =    1.33576

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.337142274377E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.326503314468E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.47400435288E-10  0.52943631410E-10

X VALUES

  0.12296661083E+01 -0.26212383696E+00

MEAN OF DEPENDENT VARIABLE   749999.255830629

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.229666108       0.085870999   14.31992
  2      -0.100000000      -0.262123837       0.085150711   -3.07835

SE of equation          =      0.040006330
Sum of squared residuals =  0.326503314        1.20682420    
Sum of ABS residuals     =   3.66155417    
R squared                =    1.00000
Durbin-Watson statistic  =    1.57021

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5429662E-01 0.5234225E-01 0.4135890      1.083667    
  1954.2 0.5984092E-01 0.5783462E-01 0.2005887     0.8143333    
  1954.3 0.6103818E-01 0.5970489E-01  1.270153     0.8696667    
  1954.4 0.5786579E-01 0.5361334E-01  1.955167      1.036333    
  1955.1 0.6422530E-01 0.4710636E-01  1.496906      1.256333    
  1955.2 0.6095918E-01 0.4380454E-01  1.796914      1.614333    
  1955.3 0.4721450E-01 0.4109694E-01  3.226833      1.861333    
  1955.4 0.4100603E-01 0.4208878E-01  3.322005      2.349333    
  1956.1 0.3560303E-01 0.4031458E-01  3.185663      2.379333    
  1956.2 0.3298226E-01 0.4190614E-01  3.689306      2.596667    
  1956.3 0.2983535E-01 0.4128671E-01  4.130423      2.596667    
  1956.4 0.2489354E-01 0.4100540E-01  4.379417      3.063667    
  1957.1 0.1910887E-01 0.3946671E-01  5.445619      3.171667    
  1957.2 0.1680915E-01 0.4062513E-01  6.513650      3.157000    
  1957.3 0.1271618E-01 0.4207225E-01  7.268673      3.382333    
  1957.4 0.7695034E-02 0.4923487E-01  7.850398      3.343333    
  1958.1 0.7659113E-02 0.6275076E-01  8.623265      1.838000    
  1958.2 0.1151377E-01 0.7359928E-01  8.113108      1.017667    
  1958.3 0.1589282E-01 0.7309055E-01  7.323163      1.710667    
  1958.4 0.1635019E-01 0.6352766E-01  7.404651      2.787667    
  1959.1 0.2272874E-01 0.5798631E-01  7.631240      2.800333    
  1959.2 0.2687577E-01 0.5104500E-01  7.263095      3.019333    
  1959.3 0.4579525E-01 0.5287044E-01  5.397754      3.533000    
  1959.4 0.5528769E-01 0.5592834E-01  4.308442      4.299333    
  1960.1 0.6132354E-01 0.5159512E-01  3.977173      3.943000    
  1960.2 0.6470847E-01 0.5225835E-01  4.097166      3.092333    
  1960.3 0.6581853E-01 0.5549938E-01  5.131136      2.390333    
  1960.4 0.6544139E-01 0.6251647E-01  3.773036      2.360667    
  1961.1 0.7370912E-01 0.6773354E-01  2.371248      2.376667    
  1961.2 0.7418832E-01 0.6971717E-01  2.430559      2.324667    
  1961.3 0.6418451E-01 0.6749309E-01  3.542933      2.324667    
  1961.4 0.5779727E-01 0.6171891E-01  3.387717      2.475000    
  1962.1 0.4843592E-01 0.5614436E-01  3.203318      2.739000    
  1962.2 0.4245701E-01 0.5482584E-01  3.252065      2.716000    
  1962.3 0.4169587E-01 0.5539051E-01  3.782925      2.858000    
  1962.4 0.4032876E-01 0.5505923E-01  4.285050      2.803333    
  1963.1 0.3926713E-01 0.5779253E-01  4.391556      2.909000    
  1963.2 0.4690248E-01 0.5680856E-01  3.542267      2.941333    
  1963.3 0.5079549E-01 0.5493742E-01  2.424350      3.280667    
  1963.4 0.5656614E-01 0.5572673E-01  1.790597      3.499333    
  1964.1 0.6292663E-01 0.5457706E-01  1.779086      3.538000    
  1964.2 0.7517261E-01 0.5220257E-01  0.000000      3.481333    
  1964.3 0.7441243E-01 0.4989598E-01  0.000000      3.504000    
  1964.4 0.6628428E-01 0.4953597E-01  2.513042      3.685000    
  1965.1 0.6225541E-01 0.4871666E-01  2.785896      3.899667    
  1965.2 0.5944712E-01 0.4655354E-01  1.155784      3.879000    
  1965.3 0.5648849E-01 0.4351989E-01 0.6797242      3.859667    
  1965.4 0.5533642E-01 0.4102298E-01 0.6452149      4.158667    
  1966.1 0.4591213E-01 0.3848268E-01  1.473439      4.630667    
  1966.2 0.3908462E-01 0.3807639E-01  2.602730      4.597333    
  1966.3 0.3773228E-01 0.3750700E-01  2.867548      5.047667    
  1966.4 0.3694609E-01 0.3683286E-01  2.892023      5.246000    
  1967.1 0.3349141E-01 0.3809930E-01  3.687791      4.533667    
  1967.2 0.2970658E-01 0.3806934E-01  4.658624      3.657333    
  1967.3 0.2659566E-01 0.3784696E-01  5.286362      4.344667    
  1967.4 0.2423545E-01 0.3915978E-01  6.101642      4.787333    
  1968.1 0.1780176E-01 0.3728355E-01  6.546278      5.064667    
  1968.2 0.1421028E-01 0.3537721E-01  6.533565      5.510000    
  1968.3 0.1631165E-01 0.3510557E-01  6.875752      5.226333    
  1968.4 0.1812452E-01 0.3392130E-01  7.524623      5.580667    
  1969.1 0.2117175E-01 0.3376971E-01  7.974812      6.137667    
  1969.2 0.2805222E-01 0.3424592E-01  7.485761      6.240000    
  1969.3 0.2986439E-01 0.3590757E-01  8.026052      7.046667    
  1969.4 0.3709895E-01 0.3581941E-01  7.523632      7.317667    
  1970.1 0.4309749E-01 0.4159508E-01  7.577192      7.262667    
  1970.2 0.4930282E-01 0.4746577E-01  7.002255      6.752333    
  1970.3 0.5435417E-01 0.5169088E-01  5.599348      6.374667    
  1970.4 0.6386987E-01 0.5802797E-01  4.834688      5.358333    
  1971.1 0.7416841E-01 0.5914467E-01  4.283213      3.863333    
  1971.2 0.7336208E-01 0.5907857E-01  4.713688      4.206000    
  1971.3 0.6340855E-01 0.5983336E-01  5.677099      5.050333    
  1971.4 0.5878432E-01 0.5954344E-01  5.330541      4.234333    
  1972.1 0.5738378E-01 0.5768041E-01  5.019356      3.435333    
  1972.2 0.5922314E-01 0.5658509E-01  4.901991      3.748333    
  1972.3 0.6001221E-01 0.5584112E-01  4.851494      4.241333    
  1972.4 0.6059629E-01 0.5304486E-01  4.512580      4.851333    
  1973.1 0.6247920E-01 0.4950510E-01  4.675889      5.639667    
  1973.2 0.6740602E-01 0.4889844E-01  5.203333      6.608333    
  1973.3 0.7111178E-01 0.4793204E-01  6.468475      8.388333    
  1973.4 0.7419786E-01 0.4769321E-01  5.034033      7.461667    
  1974.1 0.7513915E-01 0.5085049E-01  4.788897      7.600333    
  1974.2 0.7569712E-01 0.5161500E-01  5.393660      8.268000    
  1974.3 0.7428107E-01 0.5583721E-01  6.161648      8.286333    
  1974.4 0.7083175E-01 0.6556479E-01  6.510744      7.336000    
  1975.1 0.7135623E-01 0.8217515E-01  5.447562      5.873333    
  1975.2 0.7265505E-01 0.8828988E-01  3.971046      5.400667    
  1975.3 0.7666832E-01 0.8467753E-01  3.654147      6.336667    
  1975.4 0.8198258E-01 0.8259670E-01  2.494627      5.684333    
  1976.1 0.8050233E-01 0.7723461E-01  1.937181      4.953333    
  1976.2 0.8175860E-01 0.7526804E-01  2.430733      5.168667    
  1976.3 0.8054159E-01 0.7700112E-01  2.944581      5.168667    
  1976.4 0.7843267E-01 0.7733424E-01  2.879707      4.698000    
  1977.1 0.7951959E-01 0.7493048E-01  2.762994      4.624000    
  1977.2 0.7841648E-01 0.7104693E-01  3.114989      4.828667    
  1977.3 0.7459660E-01 0.6864221E-01  3.559258      5.472000    
  1977.4 0.7429194E-01 0.6612385E-01  3.391934      6.137000    
  1978.1 0.7512208E-01 0.6326666E-01  2.912869      6.408000    
  1978.2 0.7538563E-01 0.5999476E-01  3.208145      6.481000    
  1978.3 0.7097714E-01 0.6021465E-01  3.499787      7.315333    
  1978.4 0.6601465E-01 0.5883992E-01  3.658415      8.680333    
  1979.1 0.6050170E-01 0.5877879E-01  5.207157      9.357667    
  1979.2 0.5605045E-01 0.5714052E-01  6.618664      9.372333    
  1979.3 0.4947945E-01 0.5868435E-01  7.717698      9.631333    
  1979.4 0.4477229E-01 0.5940129E-01  12.25790      11.80367    
  1980.1 0.4371197E-01 0.6296949E-01  14.82029      13.45867    
  1980.2 0.4298800E-01 0.7323656E-01  14.36434      10.04933    
  1980.3 0.5132418E-01 0.7680771E-01  14.31116      9.235333    
  1980.4 0.6471053E-01 0.7398623E-01  16.74025      13.70967    
  1981.1 0.8328099E-01 0.7426606E-01  13.25126      14.36900    
  1981.2 0.9700181E-01 0.7398937E-01  11.64408      14.82900    
  1981.3 0.1067412     0.7417361E-01  10.82490      15.08733    
  1981.4 0.1203715     0.8241053E-01  7.319257      12.02267    
  1982.1 0.1343133     0.8843563E-01  6.852460      12.89500    
  1982.2 0.1380296     0.9425762E-01  7.973878      12.35900    
  1982.3 0.1328134     0.9942961E-01  7.176813      9.705333    
  1982.4 0.1271053     0.1067659      5.240023      7.935000    
  1983.1 0.1192059     0.1039701      5.630030      8.081333    
  1983.2 0.1121216     0.1010214      6.418763      8.420667    
  1983.3 0.1031822     0.9360138E-01  6.603867      9.186667    
  1983.4 0.9588436E-01 0.8541760E-01  6.694087      8.793333    
  1984.1 0.8798873E-01 0.7871758E-01  6.638529      9.133333    
  1984.2 0.7857045E-01 0.7478733E-01  6.652158      9.843333    
  1984.3 0.7273968E-01 0.7451999E-01  7.351333      10.34333    
  1984.4 0.6795677E-01 0.7283015E-01  7.870828      8.973333    
  1985.1 0.6036345E-01 0.7279936E-01  8.390111      8.183333    
  1985.2 0.5540179E-01 0.7288834E-01  8.889392      7.523333    
  1985.3 0.4978677E-01 0.7210537E-01  9.374051      7.103333    
  1985.4 0.4916994E-01 0.7054201E-01  9.568856      7.146667    
  1986.1 0.4748686E-01 0.7015712E-01  10.05534      6.886667    
  1986.2 0.4708997E-01 0.7180384E-01  10.77041      6.130000    
  1986.3 0.5095785E-01 0.6991001E-01  11.54744      5.533333    
  1986.4 0.5220123E-01 0.6835172E-01  10.43035      5.340000    
  1987.1 0.5627347E-01 0.6620689E-01  9.489859      5.533333    
  1987.2 0.6203492E-01 0.6280795E-01  8.798486      5.733333    
  1987.3 0.6712328E-01 0.6014193E-01  8.426456      6.033333    
  1987.4 0.7083934E-01 0.5868976E-01  7.809047      6.003333    
  1988.1 0.7623864E-01 0.5727587E-01  7.162939      5.760000    
  1988.2 0.7910389E-01 0.5487146E-01  6.022269      6.230000    
  1988.3 0.8317463E-01 0.5492451E-01  5.040602      6.993333    
  1988.4 0.8329838E-01 0.5350265E-01  3.601887      7.703333    
  1989.1 0.8843537E-01 0.5215423E-01  3.155541      8.533333    
  1989.2 0.8317748E-01 0.5244464E-01  3.941127      8.440000    
  1989.3 0.6982513E-01 0.5277223E-01  5.132504      7.850000    
  1989.4 0.6176068E-01 0.5373561E-01  4.749820      7.633333    
  1990.1 0.5243920E-01 0.5300361E-01  4.792201      7.756667    
  1990.2 0.4545726E-01 0.5337414E-01  5.206705      7.766667    
  1990.3 0.4439922E-01 0.5687498E-01  5.313703      7.493333    
  1990.4 0.4505139E-01 0.6113686E-01  5.293337      7.023333    
  1991.1 0.4488463E-01 0.6574073E-01  5.079117      6.053333    
  1991.2 0.4659171E-01 0.6823443E-01  5.347943      5.593333    
  1991.3 0.4887735E-01 0.6853392E-01  5.382357      5.406667    
  1991.4 0.5251052E-01 0.7096660E-01  4.966682      4.583333    
  1992.1 0.5590878E-01 0.7379080E-01  4.694949      3.910000    
  1992.2 0.5671031E-01 0.7594573E-01  4.379729      3.723333    
  1992.3 0.5880034E-01 0.7626478E-01  4.981035      3.130000    
  1992.4 0.5831794E-01 0.7406133E-01  6.301151      3.076667    
  1993.1 0.5839340E-01 0.7149713E-01  7.194266      2.993333    
  1993.2 0.5851710E-01 0.7068857E-01  6.770319      2.983333    
  1993.3 0.6199980E-01 0.6799552E-01  5.373426      3.020000    
  1993.4 0.7050225E-01 0.6619143E-01  4.240213      3.080000    
  1994.1 0.8013210E-01 0.6555817E-01  2.964442      3.250000    
  1994.2 0.8361865E-01 0.6165512E-01  1.809132      4.036667    
  1994.3 0.8596490E-01 0.6001291E-01  1.994025      4.510000    
  1994.4 0.8416577E-01 0.5619378E-01  3.175284      5.283333    
  1995.1 0.7791951E-01 0.5477964E-01  3.703591      5.780000    
  1995.2 0.7553191E-01 0.5674622E-01  3.760513      5.623333    
  1995.3 0.7747846E-01 0.5658385E-01  3.892843      5.380000    
  1995.4 0.7701414E-01 0.5572015E-01  2.661288      5.270000    
  1996.1 0.8020221E-01 0.5545427E-01  1.025831      4.950000    
  1996.2 0.7985118E-01 0.5470120E-01  1.101461      5.040000    
  1996.3 0.7687248E-01 0.5259294E-01  1.697394      5.136667    
  1996.4 0.8172576E-01 0.5310254E-01  0.000000      4.970000    
  1997.1 0.8493387E-01 0.5223738E-01  0.000000      5.063333    
  1997.2 0.8542651E-01 0.4974959E-01 0.3541343      5.073333    
  1997.3 0.8735030E-01 0.4858023E-01  0.000000      5.056667    
  1997.4 0.9254601E-01 0.4680572E-01  0.000000      5.086667    
  1998.1 0.9853541E-01 0.4637954E-01 0.1334933      5.053333    
  1998.2 0.1002244     0.4414228E-01  0.000000      4.976667    
  1998.3 0.1013592     0.4528502E-01  0.000000      4.823333    
  1998.4 0.1037827     0.4429607E-01  0.000000      4.253333    
  1999.1 0.1081117     0.4284456E-01  0.000000      4.406667    
  1999.2 0.1061320     0.4248440E-01  0.000000      4.453333    
  1999.3 0.1004707     0.4243400E-01 0.7249885      4.650000    
  1999.4 0.9506331E-01 0.4077788E-01 0.9692030      5.043333    
  2000.1 0.8623071E-01 0.4048765E-01  2.378702      5.520000    
  2000.2 0.8292242E-01 0.3947782E-01  2.734340      5.713333    
  2000.3 0.8281808E-01 0.4030117E-01  2.105793      6.016667    
  2000.4 0.8250512E-01 0.3918419E-01  1.961111      6.016667    
  2001.1 0.7750186E-01 0.4230321E-01  2.665504      4.816667    
  2001.2 0.7433293E-01 0.4411448E-01  3.731172      3.660000    
  2001.3 0.7384366E-01 0.4819249E-01  3.948659      3.170000    
  2001.4 0.7428198E-01 0.5537421E-01  3.677928      1.906667    
  2002.1 0.7150336E-01 0.5705425E-01  3.818433      1.820000    
  2002.2 0.7014574E-01 0.5845793E-01  3.539353      1.716667    
  2002.3 0.6948579E-01 0.5732000E-01  3.168351      1.643333    
  2002.4 0.6813604E-01 0.5851777E-01  3.504087      1.333333    
  2003.1 0.6492513E-01 0.5873963E-01  3.541066      1.156667    
  2003.2 0.6108862E-01 0.6152488E-01  3.997845      1.043333    
  2003.3 0.5808888E-01 0.6107130E-01  4.907624     0.9300000    
  2003.4 0.5598107E-01 0.5820932E-01  5.924037     0.9166667    
  2004.1 0.5388869E-01 0.5687648E-01  6.122467     0.9166667    
  2004.2 0.5309240E-01 0.5595400E-01  5.450153      1.076667    
  2004.3 0.5024817E-01 0.5440757E-01  5.482727      1.486667    
  2004.4 0.5033336E-01 0.5396538E-01  5.835040      2.006667    
  2005.1 0.5355704E-01 0.5292068E-01  6.010098      2.536667    
  2005.2 0.5338610E-01 0.5115378E-01  5.477881      2.863333    
  2005.3 0.5549107E-01 0.4975337E-01  4.905610      3.360000    
  2005.4 0.5789928E-01 0.4964352E-01  3.751816      3.826667    
  2006.1 0.5885341E-01 0.4731667E-01  3.580621      4.393333    
  2006.2 0.5871050E-01 0.4666969E-01  3.709411      4.703333    
  2006.3 0.5903748E-01 0.4655398E-01  4.213121      4.906667    
  2006.4 0.5788059E-01 0.4466963E-01  4.456407      4.903333    
  2007.1 0.5422476E-01 0.4536088E-01  5.201147      4.983333    
  2007.2 0.4876574E-01 0.4507805E-01  6.002446      4.736667    
  2007.3 0.4689882E-01 0.4670151E-01  6.428067      4.303333    
  2007.4 0.4117003E-01 0.4813029E-01  5.674242      3.390000    
  2008.1 0.4083659E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.4382217E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.4590098E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5050563E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6597188E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7104054E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.7069065E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.7570162E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8124735E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8447393E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9053208E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9241378E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9103783E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9356395E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9884000E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1011044     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9968925E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9930944E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9633313E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9248645E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9356148E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9464869E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9629551E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1019414     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1027983     0.7353172E-01 0.1605077     0.2222305    
  2014.2 0.1034924     0.7371212E-01  0.000000     0.2267692    
  2014.3 0.1033313     0.7344075E-01  0.000000     0.2727381    
  2014.4 0.1015155     0.7270034E-01 0.2133392E-01 0.3896289    
  2015.1 0.9794703E-01 0.7163268E-01 0.1069190     0.5446822    
  2015.2 0.9627698E-01 0.7041296E-01 0.2985584     0.7056998    
  2015.3 0.9520082E-01 0.6919799E-01 0.4325720     0.8622789    
  2015.4 0.9340730E-01 0.6810526E-01 0.5337768      1.011500    
  2016.1 0.8980350E-01 0.6720077E-01 0.8552004      1.148466    
  2016.2 0.9113917E-01 0.6650839E-01 0.7490388      1.268463    
  2016.3 0.9255766E-01 0.6602361E-01 0.7315882      1.370028    
  2016.4 0.9356329E-01 0.6572500E-01 0.9495301      1.454232    
  2017.1 0.1007389     0.6557762E-01 0.4735258      1.523254    
  2017.2 0.9741066E-01 0.6554472E-01 0.6148160      1.579320    
  2017.3 0.8749999E-01 0.6559437E-01  1.561425      1.624370    
  2017.4 0.8289687E-01 0.6569973E-01  1.087944      1.660170    
  2018.1 0.8081348E-01 0.6583532E-01  1.103885      1.688692    
  2018.2 0.8327148E-01 0.6598118E-01  0.000000      1.711782    
  2018.3 0.7537689E-01 0.6612472E-01  0.000000      1.730742    
  2018.4 0.6490148E-01 0.6625905E-01  2.363018      1.746369    
  2019.1 0.5783396E-01 0.6637441E-01  3.357460      1.759767    
  2019.2 0.5687481E-01 0.6646188E-01  3.097330      1.772234    
  2019.3 0.5459016E-01 0.6651811E-01  2.690469      1.784603    
  2019.4 0.5372618E-01 0.6654506E-01  2.572324      1.797049    
  2020.1 0.5547448E-01 0.6654177E-01  2.371362      1.809908    
  2020.2 0.5602370E-01 0.6650849E-01  2.509483      1.823601    
  2020.3 0.5524083E-01 0.6644969E-01  2.848655      1.838160    
  2020.4 0.5732191E-01 0.6637212E-01  2.447748      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.331031517139E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     124 IER= 4 F=  0.305836269554E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.28123634474E-06 -0.10412372502E-06  0.63974741437E-07

X VALUES

  0.51560343903E+00  0.96058387995E+00 -0.50408374643E-01

MEAN OF DEPENDENT VARIABLE   749999.228363995

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.515603439       0.021644206   23.82178
  2       1.100000000       0.960583880       0.070709584   13.58492
  3      -0.100000000      -0.050408375       0.067977495   -0.74155

SE of equation          =      0.012244172
Sum of squared residuals =  0.305836270E-01   0.191095095    
Sum of ABS residuals     =  0.967526557    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99987

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.213813944442E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     120 IER= 4 F=  0.109122170509E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10766857178E-05 -0.49759452620E-09  0.86357316219E-08

X VALUES

  0.64891378280E+00  0.11296580612E+01 -0.17669076856E+00

MEAN OF DEPENDENT VARIABLE   749999.249865703

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.648913783       0.013421255   48.34971
  2       1.100000000       1.129658061       0.069408695   16.27545
  3      -0.100000000      -0.176690769       0.065252591   -2.70780

SE of equation          =      0.007313772
Sum of squared residuals =  0.109122171E-01   0.818347117E-02
Sum of ABS residuals     =  0.567444457    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99817

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.100305701225E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.817036332012E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.71745177493E-05  0.50377201044E-04  0.45038828564E-04

X VALUES

  0.38626841727E+00  0.13004097476E+01 -0.39279542229E+00

MEAN OF DEPENDENT VARIABLE   749999.272513287

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.386268417       0.036995032   10.44109
  2       1.100000000       1.300409748       0.068531251   18.97543
  3      -0.100000000      -0.392795422       0.067011544   -5.86161

SE of equation          =      0.020628615
Sum of squared residuals =  0.817036332E-01   0.462613876    
Sum of ABS residuals     =   1.50951182    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98625

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.480961975426E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      82 IER= 4 F=  0.443897715448E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.52780273215E-04  0.11620620452E-04  0.12648860877E-04

X VALUES

  0.47429764613E+00  0.10709249459E+01 -0.97844110318E-01

MEAN OF DEPENDENT VARIABLE   749999.274740865

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.474297646       0.015930803   29.77236
  2       1.100000000       1.070924946       0.070239955   15.24666
  3      -0.100000000      -0.097844110       0.068531663   -1.42772

SE of equation          =      0.014751167
Sum of squared residuals =  0.443897715E-01  -0.155031893    
Sum of ABS residuals     =   1.30148445    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96484

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.348882882617E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     101 IER= 4 F=  0.348670861622E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.11393399042E-05  0.71885916388E-05  0.82412359951E-05

X VALUES

  0.52423473726E+00  0.98990688707E+00 -0.83381152310E-01

MEAN OF DEPENDENT VARIABLE   749999.262927262

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.524234737       0.470014217    1.11536
  2       1.100000000       0.989906887       1.867522203    0.53006
  3      -0.100000000      -0.083381152       1.700180485   -0.04904

SE of equation          =      0.413421201
Sum of squared residuals =   34.8670862        6.60939005    
Sum of ABS residuals     =   8.16227101    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96034

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.433055112586E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      85 IER= 3 F=  0.427799674437E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.12628308585E-06 -0.22168587141E-06 -0.21242611422E-06

X VALUES

  0.61860804542E+00  0.76874197348E+00  0.20487472891E-01

MEAN OF DEPENDENT VARIABLE   749999.214133641

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.618608045       0.200804987    3.08064
  2       1.100000000       0.768741973       0.279844049    2.74704
  3      -0.100000000       0.020487473       0.267246006    0.07666

SE of equation          =      0.144812197
Sum of squared residuals =   4.27799674        2.24841971    
Sum of ABS residuals     =   6.08434436    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94564

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.858290894212E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.796590145881E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.78601909576E-06  0.15869513861E-05  0.28793922740E-05

X VALUES

  0.75111057594E+00  0.93999743700E+00  0.36971003475E-01

MEAN OF DEPENDENT VARIABLE   749999.374220304

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.751110576       0.090059417    8.34017
  2       1.100000000       0.939997437       0.081180245   11.57914
  3      -0.100000000       0.036971003       0.080846814    0.45730

SE of equation          =      0.069694024
Sum of squared residuals =  0.796590146        1.23688388    
Sum of ABS residuals     =   5.40845047    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91923

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.474774131566E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     110 IER= 4 F=  0.424982925885E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.19826583270E-04 -0.40384891510E-06  0.48103004615E-05

X VALUES

  0.57883664644E+00  0.79087738270E+00 -0.22542370031E+00

MEAN OF DEPENDENT VARIABLE   749999.276856526

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.578836646       0.042247136   13.70120
  2       1.100000000       0.790877383       0.111414381    7.09852
  3      -0.100000000      -0.225423700       0.109149917   -2.06527

SE of equation          =      0.045642630
Sum of squared residuals =  0.424982926        1.19553933    
Sum of ABS residuals     =   3.94923130    
R squared                =    1.00000
Durbin-Watson statistic  =    1.71179

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.996300614070E+00

TERMINATION. ITERS=    4 FUNCTION EVALS=      61 IER= 4 F=  0.949660719025E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.11153987278E-04 -0.18090045028E-03 -0.18248088211E-03

X VALUES

  0.51994225059E+00  0.10957433662E+01 -0.18645168077E+00

MEAN OF DEPENDENT VARIABLE   749999.327110151

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.519942251       0.128542380    4.04491
  2       1.100000000       1.095743366       0.080208093   13.66126
  3      -0.100000000      -0.186451681       0.079844863   -2.33517

SE of equation          =      0.076096085
Sum of squared residuals =  0.949660719        1.89567095    
Sum of ABS residuals     =   5.12911542    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95784

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.359346805038E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      83 IER= 4 F=  0.319248981965E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.27036739589E-05 -0.18606922422E-05 -0.36269547821E-05

X VALUES

  0.36631268328E+00  0.11823148438E+01 -0.29318402541E+00

MEAN OF DEPENDENT VARIABLE   749999.287928825

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.366312683       0.099126537    3.69540
  2       1.100000000       1.182314844       0.076976370   15.35945
  3      -0.100000000      -0.293184025       0.077435026   -3.78619

SE of equation          =      0.045237903
Sum of squared residuals =  0.319248982        1.31518488    
Sum of ABS residuals     =   3.07766133    
R squared                =    1.00000
Durbin-Watson statistic  =    1.80733

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.593350450709E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      89 IER= 4 F=  0.416755479446E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.12861304077E-05  0.15930434547E-08  0.13365458249E-06

X VALUES

  0.55150487073E+00  0.95634796935E+00 -0.58465822584E+00

MEAN OF DEPENDENT VARIABLE   749999.274206504

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.551504871       0.031151374   17.70403
  2       1.100000000       0.956347969       0.078613755   12.16515
  3      -0.100000000      -0.584658226       0.078248636   -7.47180

SE of equation          =      0.045198662
Sum of squared residuals =  0.416755479        1.11281478    
Sum of ABS residuals     =   4.55362111    
R squared                =    1.00000
Durbin-Watson statistic  =    1.76189

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.882929717686E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.853319633597E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.86673772159E-11  0.89731188043E-11

X VALUES

  0.10007199599E+01 -0.10826170563E+00

MEAN OF DEPENDENT VARIABLE   749999.262407732

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.000719960       0.144707753    6.91546
  2      -0.100000000      -0.108261706       0.141438261   -0.76543

SE of equation          =      0.027122322
Sum of squared residuals =  0.853319634E-01   0.994625780    
Sum of ABS residuals     =   1.43070510    
R squared                =    1.00000
Durbin-Watson statistic  =    1.55639

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.331462098039E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.323257565569E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.66244295605E-10  0.68322705413E-10

X VALUES

  0.12234454311E+01 -0.24780782645E+00

MEAN OF DEPENDENT VARIABLE   749999.289747695

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.223445431       0.090343290   13.54218
  2      -0.100000000      -0.247807826       0.090035343   -2.75234

SE of equation          =      0.039806983
Sum of squared residuals =  0.323257566        1.37582722    
Sum of ABS residuals     =   3.81750774    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69206

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5004950E-01 0.5234225E-01  1.024169      1.083667    
  1954.2 0.6003629E-01 0.5783462E-01  0.000000     0.8143333    
  1954.3 0.6563047E-01 0.5970489E-01  0.000000     0.8696667    
  1954.4 0.6530522E-01 0.5361334E-01 0.4258573      1.036333    
  1955.1 0.6580218E-01 0.4710636E-01  1.299514      1.256333    
  1955.2 0.6499782E-01 0.4380454E-01  1.262108      1.614333    
  1955.3 0.6099481E-01 0.4109694E-01 0.3986875      1.861333    
  1955.4 0.6281694E-01 0.4208878E-01 0.2808741      2.349333    
  1956.1 0.5658876E-01 0.4031458E-01  1.631750      2.379333    
  1956.2 0.4880225E-01 0.4190614E-01  2.991043      2.596667    
  1956.3 0.3956239E-01 0.4128671E-01  3.933914      2.596667    
  1956.4 0.2842298E-01 0.4100540E-01  4.888238      3.063667    
  1957.1 0.2119834E-01 0.3946671E-01  6.002851      3.171667    
  1957.2 0.2003572E-01 0.4062513E-01  6.858102      3.157000    
  1957.3 0.2092868E-01 0.4207225E-01  8.228001      3.382333    
  1957.4 0.2362924E-01 0.4923487E-01  6.812648      3.343333    
  1958.1 0.2639700E-01 0.6275076E-01  6.007140      1.838000    
  1958.2 0.3588759E-01 0.7359928E-01  5.328402      1.017667    
  1958.3 0.4335604E-01 0.7309055E-01  4.067549      1.710667    
  1958.4 0.5306260E-01 0.6352766E-01  2.851724      2.787667    
  1959.1 0.5904481E-01 0.5798631E-01  2.160068      2.800333    
  1959.2 0.6082281E-01 0.5104500E-01  2.276801      3.019333    
  1959.3 0.7335794E-01 0.5287044E-01  1.449280      3.533000    
  1959.4 0.7855805E-01 0.5592834E-01 0.7354787      4.299333    
  1960.1 0.8267133E-01 0.5159512E-01 0.2311149      3.943000    
  1960.2 0.7793618E-01 0.5225835E-01 0.7941367      3.092333    
  1960.3 0.7232008E-01 0.5549938E-01  2.153424      2.390333    
  1960.4 0.6511646E-01 0.6251647E-01  2.925316      2.360667    
  1961.1 0.6293116E-01 0.6773354E-01  2.336445      2.376667    
  1961.2 0.6141005E-01 0.6971717E-01  2.149499      2.324667    
  1961.3 0.6352604E-01 0.6749309E-01  2.270746      2.324667    
  1961.4 0.6096893E-01 0.6171891E-01  2.875123      2.475000    
  1962.1 0.5831475E-01 0.5614436E-01  3.055383      2.739000    
  1962.2 0.5375713E-01 0.5482584E-01  3.150537      2.716000    
  1962.3 0.5204397E-01 0.5539051E-01  3.213397      2.858000    
  1962.4 0.4922092E-01 0.5505923E-01  3.044904      2.803333    
  1963.1 0.4753243E-01 0.5779253E-01  3.214701      2.909000    
  1963.2 0.4368643E-01 0.5680856E-01  4.428035      2.941333    
  1963.3 0.4015655E-01 0.5493742E-01  5.488434      3.280667    
  1963.4 0.3544280E-01 0.5572673E-01  6.530852      3.499333    
  1964.1 0.4094047E-01 0.5457706E-01  5.074801      3.538000    
  1964.2 0.4911022E-01 0.5220257E-01  2.678208      3.481333    
  1964.3 0.5943541E-01 0.4989598E-01  1.362294      3.504000    
  1964.4 0.7027019E-01 0.4953597E-01 0.1099131      3.685000    
  1965.1 0.8221864E-01 0.4871666E-01  0.000000      3.899667    
  1965.2 0.8435851E-01 0.4655354E-01 0.2043081      3.879000    
  1965.3 0.8032686E-01 0.4351989E-01  1.158135      3.859667    
  1965.4 0.7281127E-01 0.4102298E-01  2.131353      4.158667    
  1966.1 0.6975139E-01 0.3848268E-01  2.458248      4.630667    
  1966.2 0.6298754E-01 0.3807639E-01  3.253256      4.597333    
  1966.3 0.5814936E-01 0.3750700E-01  4.046439      5.047667    
  1966.4 0.5269830E-01 0.3683286E-01  5.215236      5.246000    
  1967.1 0.5203657E-01 0.3809930E-01  5.186717      4.533667    
  1967.2 0.5147306E-01 0.3806934E-01  4.786261      3.657333    
  1967.3 0.5549304E-01 0.3784696E-01  4.309299      4.344667    
  1967.4 0.5636158E-01 0.3915978E-01  3.894531      4.787333    
  1968.1 0.5507452E-01 0.3728355E-01  4.272233      5.064667    
  1968.2 0.6063586E-01 0.3537721E-01  2.279996      5.510000    
  1968.3 0.5453869E-01 0.3510557E-01  1.469128      5.226333    
  1968.4 0.4565775E-01 0.3392130E-01  4.212477      5.580667    
  1969.1 0.3755959E-01 0.3376971E-01  6.895309      6.137667    
  1969.2 0.3382471E-01 0.3424592E-01  6.856996      6.240000    
  1969.3 0.3246227E-01 0.3590757E-01  5.444064      7.046667    
  1969.4 0.4110118E-01 0.3581941E-01  4.988459      7.317667    
  1970.1 0.5210038E-01 0.4159508E-01  5.066152      7.262667    
  1970.2 0.5365048E-01 0.4746577E-01  5.581150      6.752333    
  1970.3 0.4750983E-01 0.5169088E-01  6.413610      6.374667    
  1970.4 0.4680591E-01 0.5802797E-01  5.829176      5.358333    
  1971.1 0.4782618E-01 0.5914467E-01  5.173932      3.863333    
  1971.2 0.4750131E-01 0.5907857E-01  5.529011      4.206000    
  1971.3 0.4632189E-01 0.5983336E-01  6.035303      5.050333    
  1971.4 0.4778668E-01 0.5954344E-01  5.824405      4.234333    
  1972.1 0.4728673E-01 0.5768041E-01  5.994097      3.435333    
  1972.2 0.4891631E-01 0.5658509E-01  6.453192      3.748333    
  1972.3 0.4941515E-01 0.5584112E-01  6.879233      4.241333    
  1972.4 0.4786252E-01 0.5304486E-01  7.236044      4.851333    
  1973.1 0.5145199E-01 0.4950510E-01  6.861243      5.639667    
  1973.2 0.5597366E-01 0.4889844E-01  6.318118      6.608333    
  1973.3 0.5916790E-01 0.4793204E-01  6.038040      8.388333    
  1973.4 0.6181107E-01 0.4769321E-01  5.629239      7.461667    
  1974.1 0.6648828E-01 0.5085049E-01  4.383759      7.600333    
  1974.2 0.7077624E-01 0.5161500E-01  2.941141      8.268000    
  1974.3 0.7702322E-01 0.5583721E-01  2.465160      8.286333    
  1974.4 0.8469544E-01 0.6556479E-01  1.232099      7.336000    
  1975.1 0.8642987E-01 0.8217515E-01  1.546145      5.873333    
  1975.2 0.9306788E-01 0.8828988E-01  0.000000      5.400667    
  1975.3 0.8830686E-01 0.8467753E-01  0.000000      6.336667    
  1975.4 0.7679468E-01 0.8259670E-01  2.669304      5.684333    
  1976.1 0.6438337E-01 0.7723461E-01  4.507010      4.953333    
  1976.2 0.6302957E-01 0.7526804E-01  4.370905      5.168667    
  1976.3 0.6196751E-01 0.7700112E-01  3.629171      5.168667    
  1976.4 0.6330585E-01 0.7733424E-01  3.445957      4.698000    
  1977.1 0.6678163E-01 0.7493048E-01  4.588093      4.624000    
  1977.2 0.6938797E-01 0.7104693E-01  4.919886      4.828667    
  1977.3 0.6980529E-01 0.6864221E-01  3.872532      5.472000    
  1977.4 0.7573914E-01 0.6612385E-01  3.366809      6.137000    
  1978.1 0.7814814E-01 0.6326666E-01  3.028151      6.408000    
  1978.2 0.7707700E-01 0.5999476E-01  3.501181      6.481000    
  1978.3 0.8062080E-01 0.6021465E-01  3.526969      7.315333    
  1978.4 0.7969234E-01 0.5883992E-01  3.592077      8.680333    
  1979.1 0.8223242E-01 0.5877879E-01  3.674256      9.357667    
  1979.2 0.7871096E-01 0.5714052E-01  4.249997      9.372333    
  1979.3 0.7234720E-01 0.5868435E-01  5.880510      9.631333    
  1979.4 0.6867483E-01 0.5940129E-01  10.53532      11.80367    
  1980.1 0.6491019E-01 0.6296949E-01  9.596931      13.45867    
  1980.2 0.6741995E-01 0.7323656E-01  6.912669      10.04933    
  1980.3 0.7214511E-01 0.7680771E-01  5.238482      9.235333    
  1980.4 0.7648604E-01 0.7398623E-01  5.752271      13.70967    
  1981.1 0.7949683E-01 0.7426606E-01  7.317468      14.36900    
  1981.2 0.8164547E-01 0.7398937E-01  9.831472      14.82900    
  1981.3 0.8670066E-01 0.7417361E-01  7.806582      15.08733    
  1981.4 0.8830894E-01 0.8241053E-01  7.450460      12.02267    
  1982.1 0.8744193E-01 0.8843563E-01  11.52854      12.89500    
  1982.2 0.8406156E-01 0.9425762E-01  12.97667      12.35900    
  1982.3 0.8525566E-01 0.9942961E-01  11.74248      9.705333    
  1982.4 0.9016664E-01 0.1067659      9.899196      7.935000    
  1983.1 0.9831037E-01 0.1039701      8.238191      8.081333    
  1983.2 0.1042387     0.1010214      7.019121      8.420667    
  1983.3 0.1058179     0.9360138E-01  6.142979      9.186667    
  1983.4 0.1056777     0.8541760E-01  5.126664      8.793333    
  1984.1 0.1083338     0.7871758E-01  4.881735      9.133333    
  1984.2 0.1123588     0.7478733E-01  2.621016      9.843333    
  1984.3 0.1057763     0.7451999E-01  1.498994      10.34333    
  1984.4 0.9198840E-01 0.7283015E-01  3.939161      8.973333    
  1985.1 0.8124491E-01 0.7279936E-01  5.663690      8.183333    
  1985.2 0.7257475E-01 0.7288834E-01  5.924964      7.523333    
  1985.3 0.6540188E-01 0.7210537E-01  5.430130      7.103333    
  1985.4 0.5852411E-01 0.7054201E-01  5.833438      7.146667    
  1986.1 0.5864561E-01 0.7015712E-01  6.371200      6.886667    
  1986.2 0.5885062E-01 0.7180384E-01  6.922699      6.130000    
  1986.3 0.5592660E-01 0.6991001E-01  8.712307      5.533333    
  1986.4 0.5312513E-01 0.6835172E-01  7.824011      5.340000    
  1987.1 0.5644764E-01 0.6620689E-01  7.036436      5.533333    
  1987.2 0.6054001E-01 0.6280795E-01  6.124907      5.733333    
  1987.3 0.6455034E-01 0.6014193E-01  5.754120      6.033333    
  1987.4 0.6555839E-01 0.5868976E-01  5.662302      6.003333    
  1988.1 0.6647706E-01 0.5727587E-01  6.027119      5.760000    
  1988.2 0.6828715E-01 0.5487146E-01  5.901931      6.230000    
  1988.3 0.6945107E-01 0.5492451E-01  5.630764      6.993333    
  1988.4 0.6720120E-01 0.5350265E-01  5.293901      7.703333    
  1989.1 0.6521776E-01 0.5215423E-01  5.069715      8.533333    
  1989.2 0.6143404E-01 0.5244464E-01  5.486856      8.440000    
  1989.3 0.5868068E-01 0.5277223E-01  5.757329      7.850000    
  1989.4 0.5809860E-01 0.5373561E-01  5.636166      7.633333    
  1990.1 0.5891551E-01 0.5300361E-01  5.842740      7.756667    
  1990.2 0.6504609E-01 0.5337414E-01  3.513406      7.766667    
  1990.3 0.6401392E-01 0.5687498E-01  2.214068      7.493333    
  1990.4 0.5920012E-01 0.6113686E-01  4.290318      7.023333    
  1991.1 0.5259105E-01 0.6574073E-01  6.257151      6.053333    
  1991.2 0.5074703E-01 0.6823443E-01  7.052774      5.593333    
  1991.3 0.5514105E-01 0.6853392E-01  7.028742      5.406667    
  1991.4 0.5806204E-01 0.7096660E-01  5.499759      4.583333    
  1992.1 0.6086711E-01 0.7379080E-01  4.940192      3.910000    
  1992.2 0.6542883E-01 0.7594573E-01  5.095049      3.723333    
  1992.3 0.6944504E-01 0.7626478E-01  4.898117      3.130000    
  1992.4 0.7370212E-01 0.7406133E-01  4.396169      3.076667    
  1993.1 0.7839812E-01 0.7149713E-01  4.810344      2.993333    
  1993.2 0.8090157E-01 0.7068857E-01  4.635475      2.983333    
  1993.3 0.8523329E-01 0.6799552E-01  3.373247      3.020000    
  1993.4 0.9266424E-01 0.6619143E-01  2.218708      3.080000    
  1994.1 0.1024289     0.6555817E-01 0.6662875      3.250000    
  1994.2 0.1084071     0.6165512E-01  0.000000      4.036667    
  1994.3 0.1102966     0.6001291E-01  0.000000      4.510000    
  1994.4 0.1072779     0.5619378E-01  0.000000      5.283333    
  1995.1 0.1029316     0.5477964E-01  0.000000      5.780000    
  1995.2 0.9544316E-01 0.5674622E-01 0.4952633E-01  5.623333    
  1995.3 0.9110846E-01 0.5658385E-01 0.2689957E-01  5.380000    
  1995.4 0.8494790E-01 0.5572015E-01  0.000000      5.270000    
  1996.1 0.8016710E-01 0.5545427E-01 0.2728324      4.950000    
  1996.2 0.7411562E-01 0.5470120E-01 0.6332718      5.040000    
  1996.3 0.6994320E-01 0.5259294E-01  1.063512      5.136667    
  1996.4 0.6483519E-01 0.5310254E-01  1.662329      4.970000    
  1997.1 0.5936883E-01 0.5223738E-01  2.040353      5.063333    
  1997.2 0.5275746E-01 0.4974959E-01  2.554904      5.073333    
  1997.3 0.4570079E-01 0.4858023E-01  3.404678      5.056667    
  1997.4 0.4324139E-01 0.4680572E-01  3.758049      5.086667    
  1998.1 0.4778524E-01 0.4637954E-01  3.890826      5.053333    
  1998.2 0.4580761E-01 0.4414228E-01  4.241698      4.976667    
  1998.3 0.3822219E-01 0.4528502E-01  5.175393      4.823333    
  1998.4 0.3960287E-01 0.4429607E-01  4.265214      4.253333    
  1999.1 0.4003611E-01 0.4284456E-01  3.807632      4.406667    
  1999.2 0.4401770E-01 0.4248440E-01  3.892143      4.453333    
  1999.3 0.4572441E-01 0.4243400E-01  3.611409      4.650000    
  1999.4 0.4593941E-01 0.4077788E-01  3.199195      5.043333    
  2000.1 0.4470300E-01 0.4048765E-01  2.871484      5.520000    
  2000.2 0.4678444E-01 0.3947782E-01  1.852629      5.713333    
  2000.3 0.5254927E-01 0.4030117E-01 0.8962307      6.016667    
  2000.4 0.5956145E-01 0.3918419E-01  0.000000      6.016667    
  2001.1 0.5643303E-01 0.4230321E-01 0.1666106      4.816667    
  2001.2 0.5453391E-01 0.4411448E-01  1.465325      3.660000    
  2001.3 0.5164655E-01 0.4819249E-01  2.105827      3.170000    
  2001.4 0.5072842E-01 0.5537421E-01  1.933721      1.906667    
  2002.1 0.4585864E-01 0.5705425E-01  3.417160      1.820000    
  2002.2 0.4456192E-01 0.5845793E-01  4.265980      1.716667    
  2002.3 0.4086584E-01 0.5732000E-01  4.564434      1.643333    
  2002.4 0.3741764E-01 0.5851777E-01  5.122286      1.333333    
  2003.1 0.3962077E-01 0.5873963E-01  4.850071      1.156667    
  2003.2 0.3945025E-01 0.6152488E-01  4.891408      1.043333    
  2003.3 0.4023845E-01 0.6107130E-01  5.351066     0.9300000    
  2003.4 0.4813343E-01 0.5820932E-01  2.827857     0.9166667    
  2004.1 0.5338382E-01 0.5687648E-01  1.319548     0.9166667    
  2004.2 0.5504918E-01 0.5595400E-01  2.014938      1.076667    
  2004.3 0.5290359E-01 0.5440757E-01  3.019695      1.486667    
  2004.4 0.6064827E-01 0.5396538E-01 0.4522021      2.006667    
  2005.1 0.6440649E-01 0.5292068E-01  0.000000      2.536667    
  2005.2 0.6683325E-01 0.5115378E-01 0.7561278      2.863333    
  2005.3 0.6584616E-01 0.4975337E-01  1.012989      3.360000    
  2005.4 0.6519296E-01 0.4964352E-01 0.5794285      3.826667    
  2006.1 0.6274305E-01 0.4731667E-01 0.6577383      4.393333    
  2006.2 0.5794585E-01 0.4666969E-01  1.437843      4.703333    
  2006.3 0.5714740E-01 0.4655398E-01  1.954994      4.906667    
  2006.4 0.5394830E-01 0.4466963E-01  1.683335      4.903333    
  2007.1 0.4765276E-01 0.4536088E-01  2.400718      4.983333    
  2007.2 0.4487652E-01 0.4507805E-01  3.325980      4.736667    
  2007.3 0.4415528E-01 0.4670151E-01  3.869330      4.303333    
  2007.4 0.4537696E-01 0.4813029E-01  4.273355      3.390000    
  2008.1 0.4997811E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5299772E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5804762E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6752103E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7913103E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8367295E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8657751E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8662484E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9295041E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9249609E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9224012E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9780731E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1021940     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1041706     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1027039     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1088668     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1171751     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1162163     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1084435     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1041146     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1023801     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1003972     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1025179     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1029686     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1002413     0.7353172E-01 0.6857511E-01 0.2222305    
  2014.2 0.9484920E-01 0.7371212E-01 0.6508109     0.2267692    
  2014.3 0.9188446E-01 0.7344075E-01  1.507075     0.2727381    
  2014.4 0.8836381E-01 0.7270034E-01  2.569832     0.3896289    
  2015.1 0.8241209E-01 0.7163268E-01  2.743226     0.5446822    
  2015.2 0.7880686E-01 0.7041296E-01  2.810774     0.7056998    
  2015.3 0.7718146E-01 0.6919799E-01  2.954710     0.8622789    
  2015.4 0.7704508E-01 0.6810526E-01  3.021567      1.011500    
  2016.1 0.7652486E-01 0.6720077E-01  2.969390      1.148466    
  2016.2 0.8269840E-01 0.6650839E-01  2.156591      1.268463    
  2016.3 0.8637889E-01 0.6602361E-01 0.9630108      1.370028    
  2016.4 0.8928463E-01 0.6572500E-01 0.3634792      1.454232    
  2017.1 0.8666896E-01 0.6557762E-01  1.378284      1.523254    
  2017.2 0.8403298E-01 0.6554472E-01  2.301164      1.579320    
  2017.3 0.7945082E-01 0.6559437E-01  2.605800      1.624370    
  2017.4 0.7307565E-01 0.6569973E-01  2.918316      1.660170    
  2018.1 0.7151828E-01 0.6583532E-01  3.512170      1.688692    
  2018.2 0.7203993E-01 0.6598118E-01  3.914599      1.711782    
  2018.3 0.6676988E-01 0.6612472E-01  5.395598      1.730742    
  2018.4 0.6222188E-01 0.6625905E-01  4.372046      1.746369    
  2019.1 0.5919153E-01 0.6637441E-01  4.616428      1.759767    
  2019.2 0.5938105E-01 0.6646188E-01  5.265531      1.772234    
  2019.3 0.6357636E-01 0.6651811E-01  4.541895      1.784603    
  2019.4 0.7285071E-01 0.6654506E-01  3.203862      1.797049    
  2020.1 0.8559214E-01 0.6654177E-01  2.237716      1.809908    
  2020.2 0.9610982E-01 0.6650849E-01  1.696655      1.823601    
  2020.3 0.9663533E-01 0.6644969E-01  2.589026      1.838160    
  2020.4 0.9366547E-01 0.6637212E-01  1.275394      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.301142398624E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     120 IER= 4 F=  0.267871635117E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.68422483435E-06 -0.44354673736E-06 -0.69914645424E-09

X VALUES

  0.46619046482E+00  0.11951382004E+01 -0.30420244229E+00

MEAN OF DEPENDENT VARIABLE   749999.218561404

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.466190465       0.020354121   22.90398
  2       1.100000000       1.195138200       0.068377426   17.47855
  3      -0.100000000      -0.304202442       0.066025677   -4.60734

SE of equation          =      0.011459041
Sum of squared residuals =  0.267871635E-01  -0.341972507E-01
Sum of ABS residuals     =  0.849302999    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99862

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.157851412082E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     120 IER= 4 F=  0.104253874591E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.30590408775E-05  0.32144696498E-05  0.33598094117E-05

X VALUES

  0.63700621416E+00  0.10734930217E+01 -0.11775836611E+00

MEAN OF DEPENDENT VARIABLE   749999.249940551

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.637006214       0.019529720   32.61727
  2       1.100000000       1.073493022       0.068332915   15.70975
  3      -0.100000000      -0.117758366       0.064760806   -1.81836

SE of equation          =      0.007148765
Sum of squared residuals =  0.104253875E-01   0.352523279E-01
Sum of ABS residuals     =  0.520376314    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99255

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.484049160991E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     108 IER= 4 F=  0.457801784521E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.12532965111E-08 -0.17423492296E-06 -0.18234787369E-06

X VALUES

  0.53219742163E+00  0.11206823346E+01 -0.16671301855E+00

MEAN OF DEPENDENT VARIABLE   749999.273007105

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.532197422       0.032845251   16.20318
  2       1.100000000       1.120682335       0.070953244   15.79466
  3      -0.100000000      -0.166713019       0.069445199   -2.40064

SE of equation          =      0.015441452
Sum of squared residuals =  0.457801785E-01  -0.274072582E-01
Sum of ABS residuals     =  0.980925044    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99948

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.433251269650E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     107 IER= 4 F=  0.401859212106E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.43381278521E-06  0.10784774751E-04  0.11471293280E-04

X VALUES

  0.46960868259E+00  0.12457657429E+01 -0.26715483965E+00

MEAN OF DEPENDENT VARIABLE   749999.256474347

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.469608683       0.025183827   18.64723
  2       1.100000000       1.245765743       0.068045347   18.30788
  3      -0.100000000      -0.267154840       0.066760953   -4.00166

SE of equation          =      0.014035306
Sum of squared residuals =  0.401859212E-01  -0.337023952    
Sum of ABS residuals     =   1.24679267    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99992

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.686305203165E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     112 IER= 4 F=  0.686186080452E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.11369062180E-04  0.54493168494E-04  0.62824687739E-04

X VALUES

  0.56303980768E+00  0.13716948920E+01 -0.40349444064E+00

MEAN OF DEPENDENT VARIABLE   749999.270440272

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.563039808       1.365652798    0.41229
  2       1.100000000       1.371694892       2.864043990    0.47894
  3      -0.100000000      -0.403494441       2.722195137   -0.14822

SE of equation          =      0.579970452
Sum of squared residuals =   68.6186080        8.88459251    
Sum of ABS residuals     =   10.4894600    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96731

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.456948595230E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.454779018178E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.34670661736E-06  0.20774403763E-05  0.18418640883E-05

X VALUES

  0.55700337477E+00  0.10112129283E+01 -0.16247313432E+00

MEAN OF DEPENDENT VARIABLE   749999.204190406

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.557003375       0.251054445    2.21866
  2       1.100000000       1.011212928       0.335585765    3.01328
  3      -0.100000000      -0.162473134       0.323563303   -0.50214

SE of equation          =      0.149308704
Sum of squared residuals =   4.54779018        2.80191191    
Sum of ABS residuals     =   6.04783075    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91794

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.724230901703E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 3 F=  0.678840856867E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.11155284132E-08 -0.10536485414E-07 -0.65503158453E-08

X VALUES

  0.81560250540E+00  0.99284306283E+00 -0.56493087154E-02

MEAN OF DEPENDENT VARIABLE   749999.366656619

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.815602505       0.103810962    7.85661
  2       1.100000000       0.992843063       0.083158140   11.93922
  3      -0.100000000      -0.005649309       0.083317878   -0.06780

SE of equation          =      0.064337186
Sum of squared residuals =  0.678840857       0.381412170    
Sum of ABS residuals     =   4.97186447    
R squared                =    1.00000
Durbin-Watson statistic  =    1.84762

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.333165997151E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.307918025986E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.59146695151E-06  0.32693267784E-05  0.33945253774E-05

X VALUES

  0.45892707233E+00  0.97274404633E+00 -0.20008332759E+00

MEAN OF DEPENDENT VARIABLE   749999.271593441

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.458927072       0.055345014    8.29211
  2       1.100000000       0.972744046       0.098491526    9.87642
  3      -0.100000000      -0.200083328       0.101045864   -1.98012

SE of equation          =      0.038851024
Sum of squared residuals =  0.307918026        1.04422525    
Sum of ABS residuals     =   3.80972143    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68898

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.861050247140E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.719319532840E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.25457764973E-06 -0.12981601990E-07  0.13829055714E-06

X VALUES

  0.88134899426E+00  0.74246633192E+00  0.14706432071E+00

MEAN OF DEPENDENT VARIABLE   749999.301167766

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.881348994       0.130556304    6.75072
  2       1.100000000       0.742466332       0.079230839    9.37093
  3      -0.100000000       0.147064321       0.079633460    1.84677

SE of equation          =      0.066227598
Sum of squared residuals =  0.719319533        1.43260490    
Sum of ABS residuals     =   4.06768952    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93619

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.334869224862E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.287896054694E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.75521898860E-06 -0.23574094069E-05 -0.13865277347E-05

X VALUES

  0.28328037737E+00  0.90096327884E+00 -0.35185379564E-01

MEAN OF DEPENDENT VARIABLE   749999.283565130

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.283280377       0.110769042    2.55740
  2       1.100000000       0.900963279       0.080326372   11.21628
  3      -0.100000000      -0.035185380       0.080762842   -0.43566

SE of equation          =      0.042959138
Sum of squared residuals =  0.287896055        1.21849774    
Sum of ABS residuals     =   3.00826992    
R squared                =    1.00000
Durbin-Watson statistic  =    1.87068

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.376879631749E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     109 IER= 4 F=  0.317655330955E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.44569076796E-04 -0.27288778175E-05  0.67406071294E-05

X VALUES

  0.45831967562E+00  0.76528620103E+00 -0.28126868991E+00

MEAN OF DEPENDENT VARIABLE   749999.275675650

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.458319676       0.033966460   13.49330
  2       1.100000000       0.765286201       0.098151257    7.79701
  3      -0.100000000      -0.281268690       0.092469784   -3.04174

SE of equation          =      0.039460537
Sum of squared residuals =  0.317655331        1.14022472    
Sum of ABS residuals     =   3.70906148    
R squared                =    1.00000
Durbin-Watson statistic  =    1.75862

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.693709216996E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      41 IER= 3 F=  0.627294384583E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.33137556106E-11 -0.35144451046E-11

X VALUES

  0.12982593546E+01 -0.45411026504E+00

MEAN OF DEPENDENT VARIABLE   749999.259824595

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.298259355       0.137773267    9.42316
  2      -0.100000000      -0.454110265       0.134082504   -3.38680

SE of equation          =      0.023254484
Sum of squared residuals =  0.627294385E-01   0.647229098    
Sum of ABS residuals     =   1.22287045    
R squared                =    1.00000
Durbin-Watson statistic  =    1.52482

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.346193254104E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.324478768106E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.24204771987E-10  0.25190128377E-10

X VALUES

  0.12728353297E+01 -0.33055300711E+00

MEAN OF DEPENDENT VARIABLE   749999.272401250

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.272835330       0.081698940   15.57958
  2      -0.100000000      -0.330553007       0.080737731   -4.09416

SE of equation          =      0.039882104
Sum of squared residuals =  0.324478768        1.68811807    
Sum of ABS residuals     =   3.47585189    
R squared                =    1.00000
Durbin-Watson statistic  =    1.76324

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4750626E-01 0.5234225E-01 0.7367431      1.083667    
  1954.2 0.5059368E-01 0.5783462E-01 0.7617834     0.8143333    
  1954.3 0.4837244E-01 0.5970489E-01  1.526866     0.8696667    
  1954.4 0.4768988E-01 0.5361334E-01  1.990953      1.036333    
  1955.1 0.4276703E-01 0.4710636E-01  1.940548      1.256333    
  1955.2 0.4050749E-01 0.4380454E-01  2.292950      1.614333    
  1955.3 0.3436597E-01 0.4109694E-01  2.897920      1.861333    
  1955.4 0.2961179E-01 0.4208878E-01  3.368729      2.349333    
  1956.1 0.2772278E-01 0.4031458E-01  3.979195      2.379333    
  1956.2 0.3500024E-01 0.4190614E-01  1.973386      2.596667    
  1956.3 0.2996546E-01 0.4128671E-01  1.294067      2.596667    
  1956.4 0.1983498E-01 0.4100540E-01  4.156458      3.063667    
  1957.1 0.8233494E-02 0.3946671E-01  7.355821      3.171667    
  1957.2 0.4750493E-02 0.4062513E-01  8.244267      3.157000    
  1957.3 0.5336960E-02 0.4207225E-01  7.873605      3.382333    
  1957.4 0.9509085E-02 0.4923487E-01  7.601002      3.343333    
  1958.1 0.1329366E-01 0.6275076E-01  8.565963      1.838000    
  1958.2 0.1907630E-01 0.7359928E-01  8.769145      1.017667    
  1958.3 0.2482639E-01 0.7309055E-01  7.993817      1.710667    
  1958.4 0.3238799E-01 0.6352766E-01  7.234737      2.787667    
  1959.1 0.3777591E-01 0.5798631E-01  6.387113      2.800333    
  1959.2 0.4305548E-01 0.5104500E-01  6.219080      3.019333    
  1959.3 0.6068818E-01 0.5287044E-01  5.339694      3.533000    
  1959.4 0.6961973E-01 0.5592834E-01  4.870597      4.299333    
  1960.1 0.8077190E-01 0.5159512E-01  3.782704      3.943000    
  1960.2 0.7974846E-01 0.5225835E-01  3.532089      3.092333    
  1960.3 0.6944270E-01 0.5549938E-01  4.336409      2.390333    
  1960.4 0.6317105E-01 0.6251647E-01  4.018674      2.360667    
  1961.1 0.5818637E-01 0.6773354E-01  3.802355      2.376667    
  1961.2 0.5246732E-01 0.6971717E-01  4.217381      2.324667    
  1961.3 0.4477414E-01 0.6749309E-01  4.950034      2.324667    
  1961.4 0.3880830E-01 0.6171891E-01  5.236007      2.475000    
  1962.1 0.3020221E-01 0.5614436E-01  5.120797      2.739000    
  1962.2 0.2524114E-01 0.5482584E-01  5.578880      2.716000    
  1962.3 0.2544191E-01 0.5539051E-01  5.666858      2.858000    
  1962.4 0.2675115E-01 0.5505923E-01  5.449361      2.803333    
  1963.1 0.2525043E-01 0.5779253E-01  6.172445      2.909000    
  1963.2 0.2518375E-01 0.5680856E-01  6.935207      2.941333    
  1963.3 0.2036928E-01 0.5493742E-01  7.661264      3.280667    
  1963.4 0.1467085E-01 0.5572673E-01  8.376195      3.499333    
  1964.1 0.2171030E-01 0.5457706E-01  8.302902      3.538000    
  1964.2 0.2111644E-01 0.5220257E-01  8.558253      3.481333    
  1964.3 0.1399721E-01 0.4989598E-01  9.432052      3.504000    
  1964.4 0.1755709E-01 0.4953597E-01  8.715901      3.685000    
  1965.1 0.1863542E-01 0.4871666E-01  8.447776      3.899667    
  1965.2 0.2897052E-01 0.4655354E-01  7.421324      3.879000    
  1965.3 0.3410549E-01 0.4351989E-01  6.154342      3.859667    
  1965.4 0.4013623E-01 0.4102298E-01  5.624459      4.158667    
  1966.1 0.4983154E-01 0.3848268E-01  5.245209      4.630667    
  1966.2 0.5110390E-01 0.3807639E-01  5.273670      4.597333    
  1966.3 0.4984386E-01 0.3750700E-01  6.029178      5.047667    
  1966.4 0.4537543E-01 0.3683286E-01  6.607411      5.246000    
  1967.1 0.4003222E-01 0.3809930E-01  6.319550      4.533667    
  1967.2 0.3628979E-01 0.3806934E-01  5.974718      3.657333    
  1967.3 0.3776415E-01 0.3784696E-01  6.243074      4.344667    
  1967.4 0.3573393E-01 0.3915978E-01  6.968696      4.787333    
  1968.1 0.3626344E-01 0.3728355E-01  7.386191      5.064667    
  1968.2 0.3989453E-01 0.3537721E-01  6.453312      5.510000    
  1968.3 0.4391081E-01 0.3510557E-01  5.629085      5.226333    
  1968.4 0.4578760E-01 0.3392130E-01  5.856643      5.580667    
  1969.1 0.4753739E-01 0.3376971E-01  6.737292      6.137667    
  1969.2 0.5089926E-01 0.3424592E-01  7.067492      6.240000    
  1969.3 0.6066132E-01 0.3590757E-01  6.806924      7.046667    
  1969.4 0.6639892E-01 0.3581941E-01  5.305159      7.317667    
  1970.1 0.7185807E-01 0.4159508E-01  3.790355      7.262667    
  1970.2 0.7577302E-01 0.4746577E-01  3.427037      6.752333    
  1970.3 0.8241685E-01 0.5169088E-01  3.276422      6.374667    
  1970.4 0.8216295E-01 0.5802797E-01  3.410715      5.358333    
  1971.1 0.8130292E-01 0.5914467E-01  3.328439      3.863333    
  1971.2 0.7827270E-01 0.5907857E-01  2.947077      4.206000    
  1971.3 0.7327105E-01 0.5983336E-01  3.044379      5.050333    
  1971.4 0.6547839E-01 0.5954344E-01  4.018373      4.234333    
  1972.1 0.6239979E-01 0.5768041E-01  4.234774      3.435333    
  1972.2 0.5627753E-01 0.5658509E-01  5.051303      3.748333    
  1972.3 0.5014302E-01 0.5584112E-01  6.332950      4.241333    
  1972.4 0.5297358E-01 0.5304486E-01  4.499713      4.851333    
  1973.1 0.5423216E-01 0.4950510E-01  3.843403      5.639667    
  1973.2 0.5524905E-01 0.4889844E-01  4.586307      6.608333    
  1973.3 0.5610882E-01 0.4793204E-01  5.251778      8.388333    
  1973.4 0.5630176E-01 0.4769321E-01  5.703348      7.461667    
  1974.1 0.5310975E-01 0.5085049E-01  5.580596      7.600333    
  1974.2 0.5093153E-01 0.5161500E-01  5.706991      8.268000    
  1974.3 0.5313667E-01 0.5583721E-01  5.838008      8.286333    
  1974.4 0.5548351E-01 0.6556479E-01  5.568887      7.336000    
  1975.1 0.5422546E-01 0.8217515E-01  5.239472      5.873333    
  1975.2 0.5487514E-01 0.8828988E-01  5.499006      5.400667    
  1975.3 0.5315990E-01 0.8467753E-01  6.152821      6.336667    
  1975.4 0.5054528E-01 0.8259670E-01  6.254294      5.684333    
  1976.1 0.5008016E-01 0.7723461E-01  7.209608      4.953333    
  1976.2 0.5002005E-01 0.7526804E-01  7.912305      5.168667    
  1976.3 0.5389735E-01 0.7700112E-01  7.410075      5.168667    
  1976.4 0.6237463E-01 0.7733424E-01  6.319337      4.698000    
  1977.1 0.7643145E-01 0.7493048E-01  4.987791      4.624000    
  1977.2 0.8758085E-01 0.7104693E-01  3.775782      4.828667    
  1977.3 0.9276375E-01 0.6864221E-01  2.910714      5.472000    
  1977.4 0.9572916E-01 0.6612385E-01  2.146652      6.137000    
  1978.1 0.9891588E-01 0.6326666E-01  2.541550      6.408000    
  1978.2 0.9704133E-01 0.5999476E-01  3.274731      6.481000    
  1978.3 0.9746275E-01 0.6021465E-01  2.678535      7.315333    
  1978.4 0.1005160     0.5883992E-01  1.719528      8.680333    
  1979.1 0.1055335     0.5877879E-01  2.153680      9.357667    
  1979.2 0.1055950     0.5714052E-01  2.530711      9.372333    
  1979.3 0.1053578     0.5868435E-01  2.213401      9.631333    
  1979.4 0.1096294     0.5940129E-01  6.140721      11.80367    
  1980.1 0.1123082     0.6296949E-01  4.430061      13.45867    
  1980.2 0.1143937     0.7323656E-01  2.301980      10.04933    
  1980.3 0.1125389     0.7680771E-01  4.159672      9.235333    
  1980.4 0.1090847     0.7398623E-01  7.323331      13.70967    
  1981.1 0.1085148     0.7426606E-01  5.723822      14.36900    
  1981.2 0.1078108     0.7398937E-01  5.891961      14.82900    
  1981.3 0.1075981     0.7417361E-01  6.661377      15.08733    
  1981.4 0.1065205     0.8241053E-01  9.780836      12.02267    
  1982.1 0.1033976     0.8843563E-01  15.79387      12.89500    
  1982.2 0.1054452     0.9425762E-01  17.32443      12.35900    
  1982.3 0.1107570     0.9942961E-01  12.74813      9.705333    
  1982.4 0.1132312     0.1067659      8.933096      7.935000    
  1983.1 0.1113818     0.1039701      7.931501      8.081333    
  1983.2 0.1087354     0.1010214      7.685463      8.420667    
  1983.3 0.1067217     0.9360138E-01  7.501082      9.186667    
  1983.4 0.1049860     0.8541760E-01  6.914469      8.793333    
  1984.1 0.1040129     0.7871758E-01  6.127351      9.133333    
  1984.2 0.1002723     0.7478733E-01  5.797799      9.843333    
  1984.3 0.9352009E-01 0.7451999E-01  6.002471      10.34333    
  1984.4 0.8942606E-01 0.7283015E-01  5.663416      8.973333    
  1985.1 0.8354201E-01 0.7279936E-01  5.872829      8.183333    
  1985.2 0.7453125E-01 0.7288834E-01  6.597021      7.523333    
  1985.3 0.6829865E-01 0.7210537E-01  7.076341      7.103333    
  1985.4 0.6210237E-01 0.7054201E-01  7.150804      7.146667    
  1986.1 0.5567219E-01 0.7015712E-01  6.994608      6.886667    
  1986.2 0.4937794E-01 0.7180384E-01  7.644750      6.130000    
  1986.3 0.4727997E-01 0.6991001E-01  8.329120      5.533333    
  1986.4 0.4606076E-01 0.6835172E-01  8.327661      5.340000    
  1987.1 0.4463198E-01 0.6620689E-01  8.946906      5.533333    
  1987.2 0.4769840E-01 0.6280795E-01  8.848194      5.733333    
  1987.3 0.5175151E-01 0.6014193E-01  8.813304      6.033333    
  1987.4 0.5548713E-01 0.5868976E-01  8.782891      6.003333    
  1988.1 0.5886125E-01 0.5727587E-01  9.180566      5.760000    
  1988.2 0.6241617E-01 0.5487146E-01  9.164315      6.230000    
  1988.3 0.6310045E-01 0.5492451E-01  8.863708      6.993333    
  1988.4 0.5987705E-01 0.5350265E-01  8.603862      7.703333    
  1989.1 0.5982561E-01 0.5215423E-01  8.757638      8.533333    
  1989.2 0.6027810E-01 0.5244464E-01  8.856145      8.440000    
  1989.3 0.6093004E-01 0.5277223E-01  8.580796      7.850000    
  1989.4 0.6236881E-01 0.5373561E-01  8.113425      7.633333    
  1990.1 0.6518910E-01 0.5300361E-01  8.152700      7.756667    
  1990.2 0.6905906E-01 0.5337414E-01  8.036213      7.766667    
  1990.3 0.7277929E-01 0.5687498E-01  8.582868      7.493333    
  1990.4 0.7648324E-01 0.6113686E-01  6.653005      7.023333    
  1991.1 0.8103845E-01 0.6574073E-01  5.124753      6.053333    
  1991.2 0.8134014E-01 0.6823443E-01  5.765587      5.593333    
  1991.3 0.8337136E-01 0.6853392E-01  6.216102      5.406667    
  1991.4 0.8364149E-01 0.7096660E-01  6.270520      4.583333    
  1992.1 0.8842820E-01 0.7379080E-01  5.044448      3.910000    
  1992.2 0.9328612E-01 0.7594573E-01  3.982667      3.723333    
  1992.3 0.9994134E-01 0.7626478E-01  3.233645      3.130000    
  1992.4 0.1029546     0.7406133E-01  3.011605      3.076667    
  1993.1 0.1013374     0.7149713E-01  3.086399      2.993333    
  1993.2 0.1003975     0.7068857E-01  2.672213      2.983333    
  1993.3 0.9881687E-01 0.6799552E-01  2.565289      3.020000    
  1993.4 0.9618036E-01 0.6619143E-01  3.098005      3.080000    
  1994.1 0.9299572E-01 0.6555817E-01  2.971537      3.250000    
  1994.2 0.8635682E-01 0.6165512E-01  2.365873      4.036667    
  1994.3 0.8153895E-01 0.6001291E-01  2.983416      4.510000    
  1994.4 0.7569170E-01 0.5619378E-01  4.551608      5.283333    
  1995.1 0.6591871E-01 0.5477964E-01  4.342953      5.780000    
  1995.2 0.6171085E-01 0.5674622E-01  3.893934      5.623333    
  1995.3 0.5787665E-01 0.5658385E-01  3.802618      5.380000    
  1995.4 0.5654177E-01 0.5572015E-01  3.552690      5.270000    
  1996.1 0.5654189E-01 0.5545427E-01  3.179973      4.950000    
  1996.2 0.5573146E-01 0.5470120E-01  2.866402      5.040000    
  1996.3 0.5792269E-01 0.5259294E-01  3.300032      5.136667    
  1996.4 0.5758671E-01 0.5310254E-01  4.345954      4.970000    
  1997.1 0.5817984E-01 0.5223738E-01  4.094181      5.063333    
  1997.2 0.5593847E-01 0.4974959E-01  3.464480      5.073333    
  1997.3 0.5769715E-01 0.4858023E-01  3.089020      5.056667    
  1997.4 0.5770949E-01 0.4680572E-01  2.452819      5.086667    
  1998.1 0.5980399E-01 0.4637954E-01  1.866251      5.053333    
  1998.2 0.5759096E-01 0.4414228E-01  2.306048      4.976667    
  1998.3 0.5384114E-01 0.4528502E-01  3.246340      4.823333    
  1998.4 0.5913031E-01 0.4429607E-01 0.7830383      4.253333    
  1999.1 0.6005285E-01 0.4284456E-01  1.983456      4.406667    
  1999.2 0.6222540E-01 0.4248440E-01  3.479689      4.453333    
  1999.3 0.6731439E-01 0.4243400E-01  2.649281      4.650000    
  1999.4 0.7584714E-01 0.4077788E-01  1.142667      5.043333    
  2000.1 0.7792920E-01 0.4048765E-01  1.422395      5.520000    
  2000.2 0.8299159E-01 0.3947782E-01  1.472874      5.713333    
  2000.3 0.8841173E-01 0.4030117E-01 0.7577150      6.016667    
  2000.4 0.8913674E-01 0.3918419E-01 0.3000845      6.016667    
  2001.1 0.8570556E-01 0.4230321E-01  1.144562      4.816667    
  2001.2 0.7789163E-01 0.4411448E-01  2.635917      3.660000    
  2001.3 0.7518402E-01 0.4819249E-01  3.374069      3.170000    
  2001.4 0.6978910E-01 0.5537421E-01  2.416502      1.906667    
  2002.1 0.6276587E-01 0.5705425E-01  3.377724      1.820000    
  2002.2 0.5917190E-01 0.5845793E-01  4.245513      1.716667    
  2002.3 0.5737055E-01 0.5732000E-01  4.444855      1.643333    
  2002.4 0.5520879E-01 0.5851777E-01  4.670490      1.333333    
  2003.1 0.5620223E-01 0.5873963E-01  4.316204      1.156667    
  2003.2 0.5971958E-01 0.6152488E-01  3.802931      1.043333    
  2003.3 0.5815788E-01 0.6107130E-01  3.610294     0.9300000    
  2003.4 0.5621337E-01 0.5820932E-01  3.475187     0.9166667    
  2004.1 0.5634474E-01 0.5687648E-01  3.497914     0.9166667    
  2004.2 0.5427678E-01 0.5595400E-01  3.388237      1.076667    
  2004.3 0.4908396E-01 0.5440757E-01  3.888096      1.486667    
  2004.4 0.4659780E-01 0.5396538E-01  4.486199      2.006667    
  2005.1 0.4765697E-01 0.5292068E-01  4.772058      2.536667    
  2005.2 0.4569751E-01 0.5115378E-01  4.445310      2.863333    
  2005.3 0.4681845E-01 0.4975337E-01  4.082957      3.360000    
  2005.4 0.4869102E-01 0.4964352E-01  3.066642      3.826667    
  2006.1 0.4715354E-01 0.4731667E-01  2.788876      4.393333    
  2006.2 0.4779216E-01 0.4666969E-01  3.306768      4.703333    
  2006.3 0.5302355E-01 0.4655398E-01  3.153992      4.906667    
  2006.4 0.5796727E-01 0.4466963E-01  2.178730      4.903333    
  2007.1 0.5779600E-01 0.4536088E-01  2.399281      4.983333    
  2007.2 0.5833371E-01 0.4507805E-01  3.087018      4.736667    
  2007.3 0.5449998E-01 0.4670151E-01  4.290680      4.303333    
  2007.4 0.5140162E-01 0.4813029E-01  4.170361      3.390000    
  2008.1 0.4782938E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.4853736E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5520563E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6089372E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6608685E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7282138E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.7965255E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8216797E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8506011E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8583408E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.8815472E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.8856570E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.8723638E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.8670235E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.8714033E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9254741E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9597064E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9876019E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9922151E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9831225E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9687287E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9745277E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9739919E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9503263E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.9131424E-01 0.7353172E-01 0.2142068     0.2222305    
  2014.2 0.8826641E-01 0.7371212E-01 0.5708543     0.2267692    
  2014.3 0.8614107E-01 0.7344075E-01 0.8372699     0.2727381    
  2014.4 0.8503551E-01 0.7270034E-01 0.9291496     0.3896289    
  2015.1 0.8330268E-01 0.7163268E-01  1.795798     0.5446822    
  2015.2 0.8308595E-01 0.7041296E-01  2.116104     0.7056998    
  2015.3 0.8147559E-01 0.6919799E-01  2.054401     0.8622789    
  2015.4 0.7980186E-01 0.6810526E-01  2.287667      1.011500    
  2016.1 0.7506423E-01 0.6720077E-01  3.323177      1.148466    
  2016.2 0.7249777E-01 0.6650839E-01  4.040863      1.268463    
  2016.3 0.6929447E-01 0.6602361E-01  4.190844      1.370028    
  2016.4 0.6504788E-01 0.6572500E-01  4.374982      1.454232    
  2017.1 0.6320931E-01 0.6557762E-01  5.020817      1.523254    
  2017.2 0.5996804E-01 0.6554472E-01  5.478745      1.579320    
  2017.3 0.6142660E-01 0.6559437E-01  5.587270      1.624370    
  2017.4 0.5955432E-01 0.6569973E-01  4.399645      1.660170    
  2018.1 0.5972615E-01 0.6583532E-01  3.760022      1.688692    
  2018.2 0.5904450E-01 0.6598118E-01  4.372190      1.711782    
  2018.3 0.5914694E-01 0.6612472E-01  5.172395      1.730742    
  2018.4 0.6018738E-01 0.6625905E-01  5.909930      1.746369    
  2019.1 0.6055530E-01 0.6637441E-01  5.779115      1.759767    
  2019.2 0.6356354E-01 0.6646188E-01  5.326017      1.772234    
  2019.3 0.6576702E-01 0.6651811E-01  5.103278      1.784603    
  2019.4 0.6699813E-01 0.6654506E-01  5.010249      1.797049    
  2020.1 0.7000485E-01 0.6654177E-01  4.950126      1.809908    
  2020.2 0.7685381E-01 0.6650849E-01  2.447895      1.823601    
  2020.3 0.6956886E-01 0.6644969E-01  1.466518      1.838160    
  2020.4 0.5985467E-01 0.6637212E-01  3.838274      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.386443483240E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     117 IER= 4 F=  0.373262875912E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.25759988251E-09 -0.54061529936E-07 -0.29698758541E-07

X VALUES

  0.47071903064E+00  0.11281380920E+01 -0.17199159853E+00

MEAN OF DEPENDENT VARIABLE   749999.233117598

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.470719031       0.024636347   19.10669
  2       1.100000000       1.128138092       0.068981947   16.35411
  3      -0.100000000      -0.171991599       0.068846582   -2.49819

SE of equation          =      0.013526714
Sum of squared residuals =  0.373262876E-01   0.185486214    
Sum of ABS residuals     =  0.923318956    
R squared                =    1.00000
Durbin-Watson statistic  =    2.00000

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.198456447418E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     123 IER= 4 F=  0.119887430453E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.12552894001E-05 -0.15351380863E-06 -0.16969477686E-06

X VALUES

  0.62872207789E+00  0.11443472156E+01 -0.18521776352E+00

MEAN OF DEPENDENT VARIABLE   749999.244859194

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.628722078       0.015198442   41.36753
  2       1.100000000       1.144347216       0.068588439   16.68426
  3      -0.100000000      -0.185217764       0.065033043   -2.84806

SE of equation          =      0.007666052
Sum of squared residuals =  0.119887430E-01  -0.104893276E-02
Sum of ABS residuals     =  0.579045869    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99988

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.815744040280E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     101 IER= 4 F=  0.670824712334E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.53125781487E-08  0.87216117121E-06  0.49797291446E-06

X VALUES

  0.50850076598E+00  0.13922534830E+01 -0.45127313056E+00

MEAN OF DEPENDENT VARIABLE   749999.274481259

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.508500766       0.030985858   16.41074
  2       1.100000000       1.392253483       0.064016341   21.74841
  3      -0.100000000      -0.451273131       0.063069316   -7.15519

SE of equation          =      0.018691920
Sum of squared residuals =  0.670824712E-01   0.336834074    
Sum of ABS residuals     =   1.24338727    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99852

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.404890276490E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      85 IER= 4 F=  0.363220251742E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.39336136413E-04  0.78415582161E-05  0.83125603371E-05

X VALUES

  0.49654746398E+00  0.12607413376E+01 -0.28688681810E+00

MEAN OF DEPENDENT VARIABLE   749999.242601336

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.496547464       0.010246401   48.46067
  2       1.100000000       1.260741338       0.067544217   18.66542
  3      -0.100000000      -0.286886818       0.065576273   -4.37486

SE of equation          =      0.013343506
Sum of squared residuals =  0.363220252E-01  -0.373337224    
Sum of ABS residuals     =   1.10904317    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99738

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.396359601095E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.396094851080E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.51846693279E-06  0.20810527350E-04  0.22044895788E-04

X VALUES

  0.55832903378E+00  0.10895651045E+01 -0.17572769336E+00

MEAN OF DEPENDENT VARIABLE   749999.256817660

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.558329034       0.374324382    1.49156
  2       1.100000000       1.089565104       1.897220948    0.57430
  3      -0.100000000      -0.175727693       1.730184270   -0.10157

SE of equation          =      0.440640605
Sum of squared residuals =   39.6094851        6.97276197    
Sum of ABS residuals     =   8.52182760    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96582

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.101051893700E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.967473214278E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.24772752968E-05 -0.33440944769E-04 -0.36171534003E-04

X VALUES

  0.63655051542E+00  0.95801127039E+00 -0.23618423325E+00

MEAN OF DEPENDENT VARIABLE   749999.215553780

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.636550515       0.078320276    8.12753
  2       1.100000000       0.958011270       0.158714765    6.03606
  3      -0.100000000      -0.236184233       0.147403539   -1.60230

SE of equation          =      0.068865926
Sum of squared residuals =  0.967473214        1.50906073    
Sum of ABS residuals     =   4.31542419    
R squared                =    1.00000
Durbin-Watson statistic  =    1.77182

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.758150943614E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      76 IER= 4 F=  0.737850887565E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.72329104983E-05  0.20707024071E-04  0.17513249148E-04

X VALUES

  0.50949181747E+00  0.12494026740E+01 -0.25780525541E+00

MEAN OF DEPENDENT VARIABLE   749999.457472736

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.509491817       0.087755744    5.80579
  2       1.100000000       1.249402674       0.079796633   15.65734
  3      -0.100000000      -0.257805255       0.080069590   -3.21976

SE of equation          =      0.067075262
Sum of squared residuals =  0.737850888        1.40405173    
Sum of ABS residuals     =   4.99656064    
R squared                =    1.00000
Durbin-Watson statistic  =    1.84067

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.524413770959E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     109 IER= 4 F=  0.470012743077E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.23510511525E-04  0.31839378588E-05  0.28960952288E-05

X VALUES

  0.60189070675E+00  0.83709411126E+00 -0.33118890710E+00

MEAN OF DEPENDENT VARIABLE   749999.275682201

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.601890707       0.035088107   17.15370
  2       1.100000000       0.837094111       0.119721163    6.99203
  3      -0.100000000      -0.331188907       0.122374303   -2.70636

SE of equation          =      0.047999834
Sum of squared residuals =  0.470012743        1.86098440    
Sum of ABS residuals     =   3.83324028    
R squared                =    1.00000
Durbin-Watson statistic  =    1.74158

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.924844982023E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      78 IER= 4 F=  0.881561891026E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.21742355775E-05  0.51503428795E-05  0.49630299870E-05

X VALUES

  0.41983801996E+00  0.94232628472E+00 -0.20952484214E-02

MEAN OF DEPENDENT VARIABLE   749999.327234274

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.419838020       0.122369639    3.43090
  2       1.100000000       0.942326285       0.079711719   11.82168
  3      -0.100000000      -0.002095248       0.079483189   -0.02636

SE of equation          =      0.073316965
Sum of squared residuals =  0.881561891        1.29380177    
Sum of ABS residuals     =   4.74977107    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96365

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.410889039509E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 3 F=  0.354668048848E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.44516487786E-09  0.13198226770E-08 -0.70628834965E-08

X VALUES

  0.29927509914E-01  0.10477034538E+01 -0.69989375014E-01

MEAN OF DEPENDENT VARIABLE   749999.346160219

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.029927510       0.097424801    0.30719
  2       1.100000000       1.047703454       0.100884534   10.38517
  3      -0.100000000      -0.069989375       0.101324138   -0.69075

SE of equation          =      0.047681371
Sum of squared residuals =  0.354668049        1.36646519    
Sum of ABS residuals     =   3.07102255    
R squared                =    1.00000
Durbin-Watson statistic  =    1.65013

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.583144924996E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      78 IER= 4 F=  0.495071497839E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.33281208206E-04  0.49696163267E-05 -0.36290820724E-05

X VALUES

  0.52038645289E+00  0.91353098575E+00 -0.42907251192E+00

MEAN OF DEPENDENT VARIABLE   749999.273544472

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.520386453       0.045572268   11.41893
  2       1.100000000       0.913530986       0.102078194    8.94933
  3      -0.100000000      -0.429072512       0.104112564   -4.12124

SE of equation          =      0.049262776
Sum of squared residuals =  0.495071498        1.72862491    
Sum of ABS residuals     =   4.34798380    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72044

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.852607108629E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      43 IER= 3 F=  0.798349234750E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.18844615352E-11  0.27388028140E-11

X VALUES

  0.95736229227E+00 -0.20268400100E+00

MEAN OF DEPENDENT VARIABLE   749999.253655345

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.957362292       0.135409451    7.07013
  2      -0.100000000      -0.202684001       0.135200169   -1.49914

SE of equation          =      0.026234178
Sum of squared residuals =  0.798349235E-01   0.846904580    
Sum of ABS residuals     =   1.28842623    
R squared                =    1.00000
Durbin-Watson statistic  =    1.51201

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.295353663400E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.292739236108E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.20114613351E-10  0.28879747553E-10

X VALUES

  0.10211046863E+01 -0.38442961545E-01

MEAN OF DEPENDENT VARIABLE   749999.299614139

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.021104686       0.093673661   10.90066
  2      -0.100000000      -0.038442962       0.093278819   -0.41213

SE of equation          =      0.037881344
Sum of squared residuals =  0.292739236        1.61815338    
Sum of ABS residuals     =   3.46305951    
R squared                =    1.00000
Durbin-Watson statistic  =    1.53644

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5004950E-01 0.5234225E-01  1.024169      1.083667    
  1954.2 0.6003629E-01 0.5783462E-01  0.000000     0.8143333    
  1954.3 0.6563047E-01 0.5970489E-01  0.000000     0.8696667    
  1954.4 0.6530522E-01 0.5361334E-01 0.4258573      1.036333    
  1955.1 0.6269458E-01 0.4710636E-01  1.153983      1.256333    
  1955.2 0.6090270E-01 0.4380454E-01  1.500488      1.614333    
  1955.3 0.5604821E-01 0.4109694E-01  1.758872      1.861333    
  1955.4 0.5091231E-01 0.4208878E-01  2.233565      2.349333    
  1956.1 0.4354486E-01 0.4031458E-01  2.380778      2.379333    
  1956.2 0.3725819E-01 0.4190614E-01  3.050203      2.596667    
  1956.3 0.3620826E-01 0.4128671E-01  3.305797      2.596667    
  1956.4 0.3356199E-01 0.4100540E-01  3.331505      3.063667    
  1957.1 0.2759022E-01 0.3946671E-01  3.780389      3.171667    
  1957.2 0.2318839E-01 0.4062513E-01  5.142976      3.157000    
  1957.3 0.2198225E-01 0.4207225E-01  6.469601      3.382333    
  1957.4 0.2232459E-01 0.4923487E-01  7.274029      3.343333    
  1958.1 0.2271964E-01 0.6275076E-01  7.405209      1.838000    
  1958.2 0.2085846E-01 0.7359928E-01  7.409652      1.017667    
  1958.3 0.2309247E-01 0.7309055E-01  7.141608      1.710667    
  1958.4 0.2392911E-01 0.6352766E-01  6.591526      2.787667    
  1959.1 0.2389039E-01 0.5798631E-01  7.434824      2.800333    
  1959.2 0.2682876E-01 0.5104500E-01  7.860953      3.019333    
  1959.3 0.4524698E-01 0.5287044E-01  6.192732      3.533000    
  1959.4 0.5564289E-01 0.5592834E-01  4.921994      4.299333    
  1960.1 0.6984726E-01 0.5159512E-01  3.810238      3.943000    
  1960.2 0.7101847E-01 0.5225835E-01  3.830224      3.092333    
  1960.3 0.6261723E-01 0.5549938E-01  4.693394      2.390333    
  1960.4 0.5845163E-01 0.6251647E-01  4.225766      2.360667    
  1961.1 0.5230885E-01 0.6773354E-01  3.774076      2.376667    
  1961.2 0.4941333E-01 0.6971717E-01  4.077993      2.324667    
  1961.3 0.4287565E-01 0.6749309E-01  4.689598      2.324667    
  1961.4 0.3537799E-01 0.6171891E-01  5.257813      2.475000    
  1962.1 0.2877560E-01 0.5614436E-01  5.341727      2.739000    
  1962.2 0.2656206E-01 0.5482584E-01  5.588679      2.716000    
  1962.3 0.2286666E-01 0.5539051E-01  5.966543      2.858000    
  1962.4 0.2151009E-01 0.5505923E-01  6.102795      2.803333    
  1963.1 0.2387030E-01 0.5779253E-01  5.918681      2.909000    
  1963.2 0.2455935E-01 0.5680856E-01  6.071857      2.941333    
  1963.3 0.2328191E-01 0.5493742E-01  6.520763      3.280667    
  1963.4 0.2527395E-01 0.5572673E-01  6.241609      3.499333    
  1964.1 0.2998058E-01 0.5457706E-01  5.903116      3.538000    
  1964.2 0.3626620E-01 0.5220257E-01  5.045638      3.481333    
  1964.3 0.4087826E-01 0.4989598E-01  4.548539      3.504000    
  1964.4 0.4021049E-01 0.4953597E-01  5.084241      3.685000    
  1965.1 0.4706673E-01 0.4871666E-01  5.226419      3.899667    
  1965.2 0.4976768E-01 0.4655354E-01  4.602949      3.879000    
  1965.3 0.5114532E-01 0.4351989E-01  4.164637      3.859667    
  1965.4 0.4849154E-01 0.4102298E-01  4.137497      4.158667    
  1966.1 0.4500575E-01 0.3848268E-01  5.404777      4.630667    
  1966.2 0.3963269E-01 0.3807639E-01  6.146827      4.597333    
  1966.3 0.3738821E-01 0.3750700E-01  5.853940      5.047667    
  1966.4 0.4161994E-01 0.3683286E-01  5.357171      5.246000    
  1967.1 0.5332041E-01 0.3809930E-01  4.462086      4.533667    
  1967.2 0.5537322E-01 0.3806934E-01  4.526764      3.657333    
  1967.3 0.4948468E-01 0.3784696E-01  5.305751      4.344667    
  1967.4 0.4851637E-01 0.3915978E-01  4.800440      4.787333    
  1968.1 0.4582039E-01 0.3728355E-01  4.194768      5.064667    
  1968.2 0.4385828E-01 0.3537721E-01  4.365334      5.510000    
  1968.3 0.4688552E-01 0.3510557E-01  4.542297      5.226333    
  1968.4 0.4802859E-01 0.3392130E-01  4.899073      5.580667    
  1969.1 0.4727505E-01 0.3376971E-01  5.812345      6.137667    
  1969.2 0.4865150E-01 0.3424592E-01  5.776400      6.240000    
  1969.3 0.4907356E-01 0.3590757E-01  5.382459      7.046667    
  1969.4 0.5097888E-01 0.3581941E-01  5.443242      7.317667    
  1970.1 0.4893333E-01 0.4159508E-01  5.082084      7.262667    
  1970.2 0.4734722E-01 0.4746577E-01  5.115094      6.752333    
  1970.3 0.4921213E-01 0.5169088E-01  4.961306      6.374667    
  1970.4 0.4889785E-01 0.5802797E-01  4.836622      5.358333    
  1971.1 0.4786171E-01 0.5914467E-01  5.637506      3.863333    
  1971.2 0.4571144E-01 0.5907857E-01  6.147013      4.206000    
  1971.3 0.4234810E-01 0.5983336E-01  5.627109      5.050333    
  1971.4 0.4525187E-01 0.5954344E-01  5.655657      4.234333    
  1972.1 0.4122363E-01 0.5768041E-01  6.879228      3.435333    
  1972.2 0.4063931E-01 0.5658509E-01  7.771653      3.748333    
  1972.3 0.4021796E-01 0.5584112E-01  8.082528      4.241333    
  1972.4 0.3857258E-01 0.5304486E-01  8.344100      4.851333    
  1973.1 0.3982499E-01 0.4950510E-01  8.416940      5.639667    
  1973.2 0.3929283E-01 0.4889844E-01  8.698027      6.608333    
  1973.3 0.4317537E-01 0.4793204E-01  8.722030      8.388333    
  1973.4 0.4443355E-01 0.4769321E-01  8.342895      7.461667    
  1974.1 0.4408239E-01 0.5085049E-01  8.008084      7.600333    
  1974.2 0.4531607E-01 0.5161500E-01  8.194979      8.268000    
  1974.3 0.4459128E-01 0.5583721E-01  8.674902      8.286333    
  1974.4 0.4477234E-01 0.6556479E-01  8.613824      7.336000    
  1975.1 0.4672843E-01 0.8217515E-01  8.229263      5.873333    
  1975.2 0.4769230E-01 0.8828988E-01  8.094702      5.400667    
  1975.3 0.4832255E-01 0.8467753E-01  8.465748      6.336667    
  1975.4 0.5035542E-01 0.8259670E-01  7.916073      5.684333    
  1976.1 0.5279220E-01 0.7723461E-01  7.465274      4.953333    
  1976.2 0.5757522E-01 0.7526804E-01  7.510053      5.168667    
  1976.3 0.6099841E-01 0.7700112E-01  7.667621      5.168667    
  1976.4 0.6397010E-01 0.7733424E-01  7.446897      4.698000    
  1977.1 0.6533428E-01 0.7493048E-01  7.033416      4.624000    
  1977.2 0.6663221E-01 0.7104693E-01  6.562826      4.828667    
  1977.3 0.6889181E-01 0.6864221E-01  6.598771      5.472000    
  1977.4 0.6823512E-01 0.6612385E-01  6.965774      6.137000    
  1978.1 0.7423810E-01 0.6326666E-01  6.537614      6.408000    
  1978.2 0.7305466E-01 0.5999476E-01  6.749722      6.481000    
  1978.3 0.7077700E-01 0.6021465E-01  7.590191      7.315333    
  1978.4 0.6735951E-01 0.5883992E-01  7.814298      8.680333    
  1979.1 0.6929005E-01 0.5877879E-01  7.691862      9.357667    
  1979.2 0.7057738E-01 0.5714052E-01  7.155609      9.372333    
  1979.3 0.6989862E-01 0.5868435E-01  7.524353      9.631333    
  1979.4 0.6910490E-01 0.5940129E-01  11.33896      11.80367    
  1980.1 0.6239699E-01 0.6296949E-01  12.50045      13.45867    
  1980.2 0.5671688E-01 0.7323656E-01  10.73054      10.04933    
  1980.3 0.5933675E-01 0.7680771E-01  11.78857      9.235333    
  1980.4 0.5988455E-01 0.7398623E-01  15.91185      13.70967    
  1981.1 0.6604280E-01 0.7426606E-01  15.19340      14.36900    
  1981.2 0.7262320E-01 0.7398937E-01  15.76515      14.82900    
  1981.3 0.8177454E-01 0.7417361E-01  14.48365      15.08733    
  1981.4 0.8789326E-01 0.8241053E-01  13.71858      12.02267    
  1982.1 0.9624650E-01 0.8843563E-01  15.89426      12.89500    
  1982.2 0.1005319     0.9425762E-01  14.08883      12.35900    
  1982.3 0.1073573     0.9942961E-01  11.07587      9.705333    
  1982.4 0.1079906     0.1067659      8.701794      7.935000    
  1983.1 0.1057204     0.1039701      8.674845      8.081333    
  1983.2 0.1004053     0.1010214      9.106649      8.420667    
  1983.3 0.9105721E-01 0.9360138E-01  9.186492      9.186667    
  1983.4 0.8133759E-01 0.8541760E-01  9.351412      8.793333    
  1984.1 0.7718266E-01 0.7871758E-01  9.120728      9.133333    
  1984.2 0.7141467E-01 0.7478733E-01  8.797384      9.843333    
  1984.3 0.6496079E-01 0.7451999E-01  8.717195      10.34333    
  1984.4 0.5906657E-01 0.7283015E-01  8.387616      8.973333    
  1985.1 0.5595315E-01 0.7279936E-01  9.106713      8.183333    
  1985.2 0.5473240E-01 0.7288834E-01  9.091158      7.523333    
  1985.3 0.5345476E-01 0.7210537E-01  7.854784      7.103333    
  1985.4 0.5904358E-01 0.7054201E-01  7.076508      7.146667    
  1986.1 0.5815852E-01 0.7015712E-01  6.414877      6.886667    
  1986.2 0.5350925E-01 0.7180384E-01  6.155629      6.130000    
  1986.3 0.5086447E-01 0.6991001E-01  6.909904      5.533333    
  1986.4 0.4670681E-01 0.6835172E-01  7.479744      5.340000    
  1987.1 0.4454158E-01 0.6620689E-01  7.379794      5.533333    
  1987.2 0.4356262E-01 0.6280795E-01  7.224157      5.733333    
  1987.3 0.4472282E-01 0.6014193E-01  7.587159      6.033333    
  1987.4 0.4655003E-01 0.5868976E-01  8.051973      6.003333    
  1988.1 0.5036425E-01 0.5727587E-01  7.537471      5.760000    
  1988.2 0.5395403E-01 0.5487146E-01  6.360976      6.230000    
  1988.3 0.5698255E-01 0.5492451E-01  5.971380      6.993333    
  1988.4 0.5532368E-01 0.5350265E-01  6.103190      7.703333    
  1989.1 0.5167841E-01 0.5215423E-01  5.969700      8.533333    
  1989.2 0.4876682E-01 0.5244464E-01  6.125683      8.440000    
  1989.3 0.4370235E-01 0.5277223E-01  6.260666      7.850000    
  1989.4 0.3993849E-01 0.5373561E-01  6.136747      7.633333    
  1990.1 0.3760683E-01 0.5300361E-01  6.960968      7.756667    
  1990.2 0.3550244E-01 0.5337414E-01  7.007100      7.766667    
  1990.3 0.3721422E-01 0.5687498E-01  5.834297      7.493333    
  1990.4 0.4647000E-01 0.6113686E-01  4.923763      7.023333    
  1991.1 0.5008687E-01 0.6574073E-01  4.318860      6.053333    
  1991.2 0.5478631E-01 0.6823443E-01  4.105455      5.593333    
  1991.3 0.5648477E-01 0.6853392E-01  3.540946      5.406667    
  1991.4 0.5719697E-01 0.7096660E-01  2.835983      4.583333    
  1992.1 0.6009706E-01 0.7379080E-01  2.540768      3.910000    
  1992.2 0.6316019E-01 0.7594573E-01  2.530757      3.723333    
  1992.3 0.6542148E-01 0.7626478E-01  1.852609      3.130000    
  1992.4 0.6561898E-01 0.7406133E-01  1.638240      3.076667    
  1993.1 0.6946796E-01 0.7149713E-01 0.7263185      2.993333    
  1993.2 0.7204138E-01 0.7068857E-01  0.000000      2.983333    
  1993.3 0.7609465E-01 0.6799552E-01  0.000000      3.020000    
  1993.4 0.8255174E-01 0.6619143E-01  0.000000      3.080000    
  1994.1 0.8328398E-01 0.6555817E-01  0.000000      3.250000    
  1994.2 0.7980636E-01 0.6165512E-01 0.1157474      4.036667    
  1994.3 0.7856155E-01 0.6001291E-01 0.8812194E-01  4.510000    
  1994.4 0.7439264E-01 0.5619378E-01  0.000000      5.283333    
  1995.1 0.6635434E-01 0.5477964E-01 0.5693734      5.780000    
  1995.2 0.5933570E-01 0.5674622E-01  1.654894      5.623333    
  1995.3 0.5284154E-01 0.5658385E-01  2.625841      5.380000    
  1995.4 0.5110398E-01 0.5572015E-01  2.932050      5.270000    
  1996.1 0.4725411E-01 0.5545427E-01  3.159409      4.950000    
  1996.2 0.4665107E-01 0.5470120E-01  3.949665      5.040000    
  1996.3 0.4826029E-01 0.5259294E-01  4.578865      5.136667    
  1996.4 0.5140424E-01 0.5310254E-01  5.255841      4.970000    
  1997.1 0.5564601E-01 0.5223738E-01  5.070897      5.063333    
  1997.2 0.5681169E-01 0.4974959E-01  4.600741      5.073333    
  1997.3 0.6101381E-01 0.4858023E-01  4.259655      5.056667    
  1997.4 0.6241598E-01 0.4680572E-01  3.615202      5.086667    
  1998.1 0.6508025E-01 0.4637954E-01  4.046814      5.053333    
  1998.2 0.6823800E-01 0.4414228E-01  4.491398      4.976667    
  1998.3 0.6691516E-01 0.4528502E-01  5.819756      4.823333    
  1998.4 0.6532580E-01 0.4429607E-01  4.458697      4.253333    
  1999.1 0.6192074E-01 0.4284456E-01  4.329807      4.406667    
  1999.2 0.6108927E-01 0.4248440E-01  5.221744      4.453333    
  1999.3 0.5824967E-01 0.4243400E-01  5.776780      4.650000    
  1999.4 0.5478741E-01 0.4077788E-01  5.892853      5.043333    
  2000.1 0.4725587E-01 0.4048765E-01  7.133230      5.520000    
  2000.2 0.4721541E-01 0.3947782E-01  7.421695      5.713333    
  2000.3 0.5123711E-01 0.4030117E-01  6.669376      6.016667    
  2000.4 0.5330713E-01 0.3918419E-01  6.050263      6.016667    
  2001.1 0.5416938E-01 0.4230321E-01  6.710731      4.816667    
  2001.2 0.5723469E-01 0.4411448E-01  7.769732      3.660000    
  2001.3 0.6505238E-01 0.4819249E-01  7.869532      3.170000    
  2001.4 0.6936055E-01 0.5537421E-01  6.084922      1.906667    
  2002.1 0.6831526E-01 0.5705425E-01  5.191958      1.820000    
  2002.2 0.6731408E-01 0.5845793E-01  5.240167      1.716667    
  2002.3 0.6731221E-01 0.5732000E-01  5.228546      1.643333    
  2002.4 0.6912980E-01 0.5851777E-01  5.097446      1.333333    
  2003.1 0.7146232E-01 0.5873963E-01  5.112639      1.156667    
  2003.2 0.7317913E-01 0.6152488E-01  4.425610      1.043333    
  2003.3 0.7376649E-01 0.6107130E-01  3.132831     0.9300000    
  2003.4 0.7782364E-01 0.5820932E-01  2.531277     0.9166667    
  2004.1 0.7501151E-01 0.5687648E-01  2.805926     0.9166667    
  2004.2 0.6914347E-01 0.5595400E-01  3.225864      1.076667    
  2004.3 0.6311920E-01 0.5440757E-01  3.361102      1.486667    
  2004.4 0.5853928E-01 0.5396538E-01  3.047542      2.006667    
  2005.1 0.5407237E-01 0.5292068E-01  3.953616      2.536667    
  2005.2 0.4983376E-01 0.5115378E-01  5.057040      2.863333    
  2005.3 0.4474688E-01 0.4975337E-01  5.587754      3.360000    
  2005.4 0.4057983E-01 0.4964352E-01  5.726140      3.826667    
  2006.1 0.3724811E-01 0.4731667E-01  5.609628      4.393333    
  2006.2 0.3693400E-01 0.4666969E-01  5.330265      4.703333    
  2006.3 0.4191340E-01 0.4655398E-01  5.462158      4.906667    
  2006.4 0.4400843E-01 0.4466963E-01  5.487907      4.903333    
  2007.1 0.4417447E-01 0.4536088E-01  5.877273      4.983333    
  2007.2 0.4707592E-01 0.4507805E-01  6.000566      4.736667    
  2007.3 0.5011367E-01 0.4670151E-01  5.675607      4.303333    
  2007.4 0.5122155E-01 0.4813029E-01  5.429334      3.390000    
  2008.1 0.5652444E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.6158367E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6679913E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.7146583E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8547834E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8905276E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8732097E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8873156E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9538912E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9527741E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9623245E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9541711E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9162633E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.8964858E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.8639884E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8241557E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.7902219E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.7706391E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.7410357E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7485392E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7373974E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7481772E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.8021443E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.8223832E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8284334E-01 0.7353172E-01 0.8186565     0.2222305    
  2014.2 0.8199829E-01 0.7371212E-01  1.190175     0.2267692    
  2014.3 0.8474683E-01 0.7344075E-01  1.292958     0.2727381    
  2014.4 0.8322227E-01 0.7270034E-01 0.2085763     0.3896289    
  2015.1 0.8511321E-01 0.7163268E-01 0.4690009     0.5446822    
  2015.2 0.9111610E-01 0.7041296E-01  0.000000     0.7056998    
  2015.3 0.8626806E-01 0.6919799E-01  0.000000     0.8622789    
  2015.4 0.7817425E-01 0.6810526E-01  1.869263      1.011500    
  2016.1 0.7124577E-01 0.6720077E-01  2.615454      1.148466    
  2016.2 0.6832667E-01 0.6650839E-01  2.228501      1.268463    
  2016.3 0.6822463E-01 0.6602361E-01  1.824912      1.370028    
  2016.4 0.6859156E-01 0.6572500E-01  1.931577      1.454232    
  2017.1 0.7402276E-01 0.6557762E-01  1.470923      1.523254    
  2017.2 0.7459371E-01 0.6554472E-01  1.452240      1.579320    
  2017.3 0.7358156E-01 0.6559437E-01  2.334295      1.624370    
  2017.4 0.7259049E-01 0.6569973E-01  2.516483      1.660170    
  2018.1 0.7644954E-01 0.6583532E-01 0.8535632      1.688692    
  2018.2 0.7898785E-01 0.6598118E-01  0.000000      1.711782    
  2018.3 0.8265670E-01 0.6612472E-01  0.000000      1.730742    
  2018.4 0.8845196E-01 0.6625905E-01  0.000000      1.746369    
  2019.1 0.8766745E-01 0.6637441E-01  0.000000      1.759767    
  2019.2 0.8694778E-01 0.6646188E-01 0.1396346      1.772234    
  2019.3 0.8462573E-01 0.6651811E-01 0.3837289      1.784603    
  2019.4 0.8491254E-01 0.6654506E-01 0.3767798      1.797049    
  2020.1 0.8639797E-01 0.6654177E-01  0.000000      1.809908    
  2020.2 0.8534014E-01 0.6650849E-01 0.2329271      1.823601    
  2020.3 0.8153352E-01 0.6644969E-01 0.8893676      1.838160    
  2020.4 0.8611014E-01 0.6637212E-01  0.000000      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.255256240011E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     109 IER= 4 F=  0.203597567526E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.22933324973E-06  0.31451405468E-06  0.33375234303E-06

X VALUES

  0.49801400496E+00  0.99932789589E+00 -0.22045918508E+00

MEAN OF DEPENDENT VARIABLE   749999.219418926

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.498014005       0.013544411   36.76897
  2       1.100000000       0.999327896       0.070335521   14.20801
  3      -0.100000000      -0.220459185       0.064580902   -3.41369

SE of equation          =      0.009990132
Sum of squared residuals =  0.203597568E-01  -0.130762153E-01
Sum of ABS residuals     =  0.784140313    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96313

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.263759771695E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     119 IER= 4 F=  0.138875029328E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.19955083268E-05 -0.60783540428E-06 -0.68752134533E-06

X VALUES

  0.65779411360E+00  0.11886541722E+01 -0.25433667850E+00

MEAN OF DEPENDENT VARIABLE   749999.233257359

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.657794114       0.017440729   37.71598
  2       1.100000000       1.188654172       0.067314997   17.65809
  3      -0.100000000      -0.254336679       0.061729286   -4.12019

SE of equation          =      0.008250818
Sum of squared residuals =  0.138875029E-01  -0.181169960E-01
Sum of ABS residuals     =  0.634975200    
R squared                =    1.00000
Durbin-Watson statistic  =    1.90241

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.560565524131E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      90 IER= 4 F=  0.508034804687E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.11161208928E-04 -0.23889048089E-05 -0.27764545659E-05

X VALUES

  0.49874994442E+00  0.12852966306E+01 -0.33515039111E+00

MEAN OF DEPENDENT VARIABLE   749999.273600663

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.498749944       0.028369800   17.58031
  2       1.100000000       1.285296631       0.068147379   18.86054
  3      -0.100000000      -0.335150391       0.067665083   -4.95308

SE of equation          =      0.016266575
Sum of squared residuals =  0.508034805E-01   0.146780943    
Sum of ABS residuals     =   1.13903338    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99991

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.450731435597E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.384471773765E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.24781416511E-06  0.41044723505E-05  0.43045513645E-05

X VALUES

  0.52773981728E+00  0.10176194222E+01 -0.73860803430E-01

MEAN OF DEPENDENT VARIABLE   749999.266603457

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.527739817       0.019714478   26.76915
  2       1.100000000       1.017619422       0.070645692   14.40455
  3      -0.100000000      -0.073860803       0.067139863   -1.10010

SE of equation          =      0.013728312
Sum of squared residuals =  0.384471774E-01   0.156314157    
Sum of ABS residuals     =   1.14643360    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96219

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.634641836463E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.634420878895E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.39106484071E-05 -0.40201222073E-04 -0.45981504642E-04

X VALUES

  0.54492073102E+00  0.12146320518E+01 -0.28272294550E+00

MEAN OF DEPENDENT VARIABLE   749999.261281520

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.544920731       0.530857684    1.02649
  2       1.100000000       1.214632052       2.852370725    0.42583
  3      -0.100000000      -0.282722946       2.615779006   -0.10808

SE of equation          =      0.557665336
Sum of squared residuals =   63.4420879        8.85962320    
Sum of ABS residuals     =   10.1704318    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96629

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.231098932717E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=     106 IER= 3 F=  0.227108757455E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.24986328684E-07  0.10527306193E-07  0.97345192654E-08

X VALUES

  0.52644478355E+00  0.80256022410E+00 -0.12887662797E+00

MEAN OF DEPENDENT VARIABLE   749999.221479840

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.526444784       0.135839244    3.87550
  2       1.100000000       0.802560224       0.272666797    2.94337
  3      -0.100000000      -0.128876628       0.246790238   -0.52221

SE of equation          =      0.105512000
Sum of squared residuals =   2.27108757        2.36703519    
Sum of ABS residuals     =   4.88203433    
R squared                =    1.00000
Durbin-Watson statistic  =    1.87478

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.671731322738E+00

TERMINATION. ITERS=    4 FUNCTION EVALS=      65 IER= 4 F=  0.647383852528E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.18288399741E-04 -0.27140916135E-02 -0.26976963087E-02

X VALUES

  0.72605216748E+00  0.11450160682E+01 -0.15831054649E+00

MEAN OF DEPENDENT VARIABLE   749999.432985681

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.726052167       0.106192717    6.83712
  2       1.100000000       1.145016068       0.082057149   13.95389
  3      -0.100000000      -0.158310546       0.081844617   -1.93428

SE of equation          =      0.062828835
Sum of squared residuals =  0.647383853        1.21714533    
Sum of ABS residuals     =   4.65039694    
R squared                =    1.00000
Durbin-Watson statistic  =    1.76193

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.474490225041E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     114 IER= 4 F=  0.404094910287E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.34383565987E-04  0.46412095007E-05 -0.64707042605E-06

X VALUES

  0.71287585837E+00  0.49530269169E+00 -0.18634670986E+00

MEAN OF DEPENDENT VARIABLE   749999.296927822

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.712875858       0.024647660   28.92266
  2       1.100000000       0.495302692       0.114454733    4.32750
  3      -0.100000000      -0.186346710       0.116623242   -1.59785

SE of equation          =      0.044506824
Sum of squared residuals =  0.404094910        1.91083027    
Sum of ABS residuals     =   3.93834075    
R squared                =    1.00000
Durbin-Watson statistic  =    1.67653

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.369568532628E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.287514007893E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.19862491292E-04  0.17072533502E-04  0.21286735955E-04

X VALUES

  0.78971061359E+00  0.75158041870E+00  0.21602472556E+00

MEAN OF DEPENDENT VARIABLE   749999.325101625

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.789710614       0.073638579   10.72414
  2       1.100000000       0.751580419       0.082148215    9.14908
  3      -0.100000000       0.216024726       0.083228449    2.59556

SE of equation          =      0.041870445
Sum of squared residuals =  0.287514008        1.00362214    
Sum of ABS residuals     =   3.41700486    
R squared                =    1.00000
Durbin-Watson statistic  =    1.78650

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.278601101429E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.239968420751E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.38258241463E-08  0.11451156294E-06  0.44972553897E-07

X VALUES

  0.22562416340E+00  0.10016010877E+01 -0.96034168490E-01

MEAN OF DEPENDENT VARIABLE   749999.296613925

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.225624163       0.081541308    2.76699
  2       1.100000000       1.001601088       0.069626660   14.38531
  3      -0.100000000      -0.096034168       0.070038182   -1.37117

SE of equation          =      0.039220646
Sum of squared residuals =  0.239968421        1.18101230    
Sum of ABS residuals     =   2.87076342    
R squared                =    1.00000
Durbin-Watson statistic  =    1.86112

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.442892542782E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     108 IER= 4 F=  0.339046040211E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.68026737985E-06  0.39831587674E-07 -0.17485652257E-08

X VALUES

  0.44320412194E+00  0.85939188084E+00 -0.40508760346E+00

MEAN OF DEPENDENT VARIABLE   749999.280138102

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.443204122       0.029980396   14.78313
  2       1.100000000       0.859391881       0.082660436   10.39665
  3      -0.100000000      -0.405087603       0.078641229   -5.15108

SE of equation          =      0.040767516
Sum of squared residuals =  0.339046040        1.23691251    
Sum of ABS residuals     =   3.91732153    
R squared                =    1.00000
Durbin-Watson statistic  =    1.71747

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.725620854045E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.708757200859E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.85711234168E-11  0.10706046712E-10

X VALUES

  0.90671441705E+00  0.38887709483E-01

MEAN OF DEPENDENT VARIABLE   749999.251839234

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.906714417       0.142043469    6.38336
  2      -0.100000000       0.038887709       0.140142285    0.27749

SE of equation          =      0.024718365
Sum of squared residuals =  0.708757201E-01   0.525280559    
Sum of ABS residuals     =   1.29538193    
R squared                =    1.00000
Durbin-Watson statistic  =    1.49299

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.413375069898E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      36 IER= 3 F=  0.410786203282E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.13099291773E-10  0.68040737287E-11

X VALUES

  0.11018076068E+01 -0.12237775510E+00

MEAN OF DEPENDENT VARIABLE   749999.319438018

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.101807607       0.081047868   13.59453
  2      -0.100000000      -0.122377755       0.082154766   -1.48960

SE of equation          =      0.044873799
Sum of squared residuals =  0.410786203        1.73970199    
Sum of ABS residuals     =   3.98189107    
R squared                =    1.00000
Durbin-Watson statistic  =    1.87114

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4685711E-01 0.5234225E-01  1.501293      1.083667    
  1954.2 0.5241006E-01 0.5783462E-01  1.584042     0.8143333    
  1954.3 0.5066363E-01 0.5970489E-01  2.046483     0.8696667    
  1954.4 0.4481110E-01 0.5361334E-01  2.825691      1.036333    
  1955.1 0.4287966E-01 0.4710636E-01  3.342488      1.256333    
  1955.2 0.3983420E-01 0.4380454E-01  3.165656      1.614333    
  1955.3 0.3862276E-01 0.4109694E-01  2.958049      1.861333    
  1955.4 0.3999048E-01 0.4208878E-01  2.156276      2.349333    
  1956.1 0.3768954E-01 0.4031458E-01  2.573908      2.379333    
  1956.2 0.3607991E-01 0.4190614E-01  3.432405      2.596667    
  1956.3 0.3687827E-01 0.4128671E-01  4.086935      2.596667    
  1956.4 0.3785655E-01 0.4100540E-01  4.436459      3.063667    
  1957.1 0.3483943E-01 0.3946671E-01  4.570826      3.171667    
  1957.2 0.3930697E-01 0.4062513E-01  4.007497      3.157000    
  1957.3 0.4198581E-01 0.4207225E-01  3.067032      3.382333    
  1957.4 0.4605399E-01 0.4923487E-01  2.414647      3.343333    
  1958.1 0.5007586E-01 0.6275076E-01  2.381102      1.838000    
  1958.2 0.5301340E-01 0.7359928E-01  2.470153      1.017667    
  1958.3 0.5565038E-01 0.7309055E-01  1.586203      1.710667    
  1958.4 0.5431145E-01 0.6352766E-01  1.426574      2.787667    
  1959.1 0.5212881E-01 0.5798631E-01  1.335221      2.800333    
  1959.2 0.5023570E-01 0.5104500E-01  1.740928      3.019333    
  1959.3 0.5965030E-01 0.5287044E-01  1.090403      3.533000    
  1959.4 0.5993040E-01 0.5592834E-01 0.6988940      4.299333    
  1960.1 0.5675257E-01 0.5159512E-01 0.8613719      3.943000    
  1960.2 0.4844990E-01 0.5225835E-01  2.019151      3.092333    
  1960.3 0.3882603E-01 0.5549938E-01  3.359831      2.390333    
  1960.4 0.3277472E-01 0.6251647E-01  4.206900      2.360667    
  1961.1 0.2804141E-01 0.6773354E-01  4.909554      2.376667    
  1961.2 0.2667674E-01 0.6971717E-01  4.710752      2.324667    
  1961.3 0.2913084E-01 0.6749309E-01  4.299486      2.324667    
  1961.4 0.3243391E-01 0.6171891E-01  3.437954      2.475000    
  1962.1 0.3501584E-01 0.5614436E-01  4.140779      2.739000    
  1962.2 0.4050500E-01 0.5482584E-01  4.457954      2.716000    
  1962.3 0.4474396E-01 0.5539051E-01  4.089885      2.858000    
  1962.4 0.4982662E-01 0.5505923E-01  3.789984      2.803333    
  1963.1 0.5004117E-01 0.5779253E-01  3.895806      2.909000    
  1963.2 0.5217301E-01 0.5680856E-01  3.946056      2.941333    
  1963.3 0.5205123E-01 0.5493742E-01  4.344763      3.280667    
  1963.4 0.5231666E-01 0.5572673E-01  4.821276      3.499333    
  1964.1 0.5428399E-01 0.5457706E-01  5.301624      3.538000    
  1964.2 0.5252635E-01 0.5220257E-01  5.233945      3.481333    
  1964.3 0.5237293E-01 0.4989598E-01  4.643433      3.504000    
  1964.4 0.5722894E-01 0.4953597E-01  4.189922      3.685000    
  1965.1 0.6518746E-01 0.4871666E-01  3.601593      3.899667    
  1965.2 0.7207966E-01 0.4655354E-01  2.908742      3.879000    
  1965.3 0.7331046E-01 0.4351989E-01  2.657816      3.859667    
  1965.4 0.7235618E-01 0.4102298E-01  2.894176      4.158667    
  1966.1 0.7158596E-01 0.3848268E-01  3.094570      4.630667    
  1966.2 0.6682714E-01 0.3807639E-01  3.690394      4.597333    
  1966.3 0.6223115E-01 0.3750700E-01  4.271152      5.047667    
  1966.4 0.5466629E-01 0.3683286E-01  5.414364      5.246000    
  1967.1 0.5227558E-01 0.3809930E-01  5.010020      4.533667    
  1967.2 0.4744197E-01 0.3806934E-01  5.228015      3.657333    
  1967.3 0.4443727E-01 0.3784696E-01  6.047591      4.344667    
  1967.4 0.4905410E-01 0.3915978E-01  3.883790      4.787333    
  1968.1 0.5111529E-01 0.3728355E-01  3.096438      5.064667    
  1968.2 0.5418540E-01 0.3537721E-01  2.907953      5.510000    
  1968.3 0.5625314E-01 0.3510557E-01  2.890624      5.226333    
  1968.4 0.5564389E-01 0.3392130E-01  3.361756      5.580667    
  1969.1 0.5393754E-01 0.3376971E-01  4.354741      6.137667    
  1969.2 0.5296419E-01 0.3424592E-01  4.574214      6.240000    
  1969.3 0.4871934E-01 0.3590757E-01  4.705858      7.046667    
  1969.4 0.4300084E-01 0.3581941E-01  5.429582      7.317667    
  1970.1 0.4092706E-01 0.4159508E-01  6.751038      7.262667    
  1970.2 0.3612197E-01 0.4746577E-01  7.375703      6.752333    
  1970.3 0.3431450E-01 0.5169088E-01  7.219503      6.374667    
  1970.4 0.3744609E-01 0.5802797E-01  6.974041      5.358333    
  1971.1 0.4236871E-01 0.5914467E-01  6.683327      3.863333    
  1971.2 0.4605578E-01 0.5907857E-01  6.661697      4.206000    
  1971.3 0.4249146E-01 0.5983336E-01  7.948061      5.050333    
  1971.4 0.4062122E-01 0.5954344E-01  8.210115      4.234333    
  1972.1 0.3676051E-01 0.5768041E-01  8.993178      3.435333    
  1972.2 0.3820105E-01 0.5658509E-01  9.415011      3.748333    
  1972.3 0.4046161E-01 0.5584112E-01  9.400232      4.241333    
  1972.4 0.4112708E-01 0.5304486E-01  9.417408      4.851333    
  1973.1 0.4724553E-01 0.4950510E-01  8.758996      5.639667    
  1973.2 0.5359261E-01 0.4889844E-01  7.941692      6.608333    
  1973.3 0.5784078E-01 0.4793204E-01  7.446845      8.388333    
  1973.4 0.6144877E-01 0.4769321E-01  6.866135      7.461667    
  1974.1 0.6301028E-01 0.5085049E-01  6.953406      7.600333    
  1974.2 0.6510642E-01 0.5161500E-01  6.978978      8.268000    
  1974.3 0.6284263E-01 0.5583721E-01  8.219776      8.286333    
  1974.4 0.6210338E-01 0.6556479E-01  7.950991      7.336000    
  1975.1 0.6137480E-01 0.8217515E-01  8.034488      5.873333    
  1975.2 0.6281319E-01 0.8828988E-01  7.588485      5.400667    
  1975.3 0.6470660E-01 0.8467753E-01  6.628031      6.336667    
  1975.4 0.7153631E-01 0.8259670E-01  5.770607      5.684333    
  1976.1 0.6974613E-01 0.7723461E-01  6.034042      4.953333    
  1976.2 0.7074595E-01 0.7526804E-01  6.273322      5.168667    
  1976.3 0.7056022E-01 0.7700112E-01  6.223853      5.168667    
  1976.4 0.6873930E-01 0.7733424E-01  6.014058      4.698000    
  1977.1 0.7046046E-01 0.7493048E-01  4.964358      4.624000    
  1977.2 0.7112090E-01 0.7104693E-01  3.775059      4.828667    
  1977.3 0.7223303E-01 0.6864221E-01  3.294367      5.472000    
  1977.4 0.7570552E-01 0.6612385E-01  2.394110      6.137000    
  1978.1 0.7902395E-01 0.6326666E-01  2.150152      6.408000    
  1978.2 0.7412974E-01 0.5999476E-01  3.398395      6.481000    
  1978.3 0.6814898E-01 0.6021465E-01  4.998134      7.315333    
  1978.4 0.6215618E-01 0.5883992E-01  5.582570      8.680333    
  1979.1 0.6009250E-01 0.5877879E-01  6.031188      9.357667    
  1979.2 0.5686992E-01 0.5714052E-01  6.490470      9.372333    
  1979.3 0.5664782E-01 0.5868435E-01  6.959162      9.631333    
  1979.4 0.5801948E-01 0.5940129E-01  10.45483      11.80367    
  1980.1 0.6359749E-01 0.6296949E-01  9.467218      13.45867    
  1980.2 0.6124347E-01 0.7323656E-01  10.26379      10.04933    
  1980.3 0.5693084E-01 0.7680771E-01  12.61715      9.235333    
  1980.4 0.5864658E-01 0.7398623E-01  15.25158      13.70967    
  1981.1 0.6453714E-01 0.7426606E-01  14.09614      14.36900    
  1981.2 0.7001893E-01 0.7398937E-01  14.61094      14.82900    
  1981.3 0.7587400E-01 0.7417361E-01  14.50326      15.08733    
  1981.4 0.8871682E-01 0.8241053E-01  10.93853      12.02267    
  1982.1 0.9618775E-01 0.8843563E-01  10.99578      12.89500    
  1982.2 0.1088466     0.9425762E-01  9.764026      12.35900    
  1982.3 0.1179051     0.9942961E-01  5.778394      9.705333    
  1982.4 0.1238306     0.1067659      3.780458      7.935000    
  1983.1 0.1262359     0.1039701      3.939531      8.081333    
  1983.2 0.1224692     0.1010214      4.200976      8.420667    
  1983.3 0.1152728     0.9360138E-01  4.521408      9.186667    
  1983.4 0.1057097     0.8541760E-01  5.132655      8.793333    
  1984.1 0.9532839E-01 0.7871758E-01  6.029686      9.133333    
  1984.2 0.8045254E-01 0.7478733E-01  7.105144      9.843333    
  1984.3 0.6970804E-01 0.7451999E-01  7.945825      10.34333    
  1984.4 0.5896728E-01 0.7283015E-01  8.258469      8.973333    
  1985.1 0.4659506E-01 0.7279936E-01  9.858421      8.183333    
  1985.2 0.4001098E-01 0.7288834E-01  11.18136      7.523333    
  1985.3 0.3253687E-01 0.7210537E-01  12.66556      7.103333    
  1985.4 0.2901452E-01 0.7054201E-01  12.70833      7.146667    
  1986.1 0.3266800E-01 0.7015712E-01  11.34928      6.886667    
  1986.2 0.3113881E-01 0.7180384E-01  11.41591      6.130000    
  1986.3 0.2963527E-01 0.6991001E-01  12.53605      5.533333    
  1986.4 0.3757785E-01 0.6835172E-01  10.17840      5.340000    
  1987.1 0.4532529E-01 0.6620689E-01  8.650787      5.533333    
  1987.2 0.5059485E-01 0.6280795E-01  8.141311      5.733333    
  1987.3 0.5767903E-01 0.6014193E-01  7.783449      6.033333    
  1987.4 0.5982746E-01 0.5868976E-01  6.801706      6.003333    
  1988.1 0.6154765E-01 0.5727587E-01  7.315299      5.760000    
  1988.2 0.6039464E-01 0.5487146E-01  7.863052      6.230000    
  1988.3 0.6111603E-01 0.5492451E-01  7.222375      6.993333    
  1988.4 0.6380353E-01 0.5350265E-01  6.056023      7.703333    
  1989.1 0.6700225E-01 0.5215423E-01  5.172890      8.533333    
  1989.2 0.6645922E-01 0.5244464E-01  5.274091      8.440000    
  1989.3 0.6550752E-01 0.5277223E-01  5.363434      7.850000    
  1989.4 0.6573418E-01 0.5373561E-01  5.095085      7.633333    
  1990.1 0.6182870E-01 0.5300361E-01  5.475914      7.756667    
  1990.2 0.5901555E-01 0.5337414E-01  5.735777      7.766667    
  1990.3 0.5943743E-01 0.5687498E-01  5.690005      7.493333    
  1990.4 0.5973637E-01 0.6113686E-01  5.457513      7.023333    
  1991.1 0.6201772E-01 0.6574073E-01  3.919043      6.053333    
  1991.2 0.6345451E-01 0.6823443E-01  2.562987      5.593333    
  1991.3 0.6658195E-01 0.6853392E-01  2.003029      5.406667    
  1991.4 0.7246461E-01 0.7096660E-01 0.6487801      4.583333    
  1992.1 0.7021427E-01 0.7379080E-01 0.7126267      3.910000    
  1992.2 0.6639434E-01 0.7594573E-01  1.872299      3.723333    
  1992.3 0.6323714E-01 0.7626478E-01  2.618246      3.130000    
  1992.4 0.6285681E-01 0.7406133E-01  2.752588      3.076667    
  1993.1 0.6104966E-01 0.7149713E-01  2.879277      2.993333    
  1993.2 0.6086528E-01 0.7068857E-01  2.679786      2.983333    
  1993.3 0.6236298E-01 0.6799552E-01  2.366719      3.020000    
  1993.4 0.6386888E-01 0.6619143E-01  2.543452      3.080000    
  1994.1 0.6526491E-01 0.6555817E-01  2.650400      3.250000    
  1994.2 0.6259052E-01 0.6165512E-01  3.349560      4.036667    
  1994.3 0.6144630E-01 0.6001291E-01  3.852838      4.510000    
  1994.4 0.5786113E-01 0.5619378E-01  4.700879      5.283333    
  1995.1 0.5990048E-01 0.5477964E-01  3.468618      5.780000    
  1995.2 0.6307878E-01 0.5674622E-01  1.587055      5.623333    
  1995.3 0.6835293E-01 0.5658385E-01 0.7249526      5.380000    
  1995.4 0.7598943E-01 0.5572015E-01  0.000000      5.270000    
  1996.1 0.7924491E-01 0.5545427E-01 0.1557753      4.950000    
  1996.2 0.8623947E-01 0.5470120E-01  0.000000      5.040000    
  1996.3 0.8117327E-01 0.5259294E-01  0.000000      5.136667    
  1996.4 0.7100038E-01 0.5310254E-01  1.887772      4.970000    
  1997.1 0.6166686E-01 0.5223738E-01  3.005733      5.063333    
  1997.2 0.5971490E-01 0.4974959E-01  2.543514      5.073333    
  1997.3 0.5734474E-01 0.4858023E-01  1.771300      5.056667    
  1997.4 0.5793991E-01 0.4680572E-01  1.455729      5.086667    
  1998.1 0.5729934E-01 0.4637954E-01  2.154197      5.053333    
  1998.2 0.5552874E-01 0.4414228E-01  2.571975      4.976667    
  1998.3 0.5333257E-01 0.4528502E-01  2.727751      4.823333    
  1998.4 0.4969246E-01 0.4429607E-01  2.981313      4.253333    
  1999.1 0.4532551E-01 0.4284456E-01  3.571947      4.406667    
  1999.2 0.4352639E-01 0.4248440E-01  4.178304      4.453333    
  1999.3 0.4290319E-01 0.4243400E-01  4.439465      4.650000    
  1999.4 0.4322936E-01 0.4077788E-01  4.462923      5.043333    
  2000.1 0.4299312E-01 0.4048765E-01  4.721006      5.520000    
  2000.2 0.4817630E-01 0.3947782E-01  4.072128      5.713333    
  2000.3 0.5370197E-01 0.4030117E-01  3.009606      6.016667    
  2000.4 0.5968338E-01 0.3918419E-01  1.830824      6.016667    
  2001.1 0.6068821E-01 0.4230321E-01  1.659870      4.816667    
  2001.2 0.6286238E-01 0.4411448E-01  2.330130      3.660000    
  2001.3 0.6250558E-01 0.4819249E-01  2.282568      3.170000    
  2001.4 0.6078056E-01 0.5537421E-01  1.950456      1.906667    
  2002.1 0.5562627E-01 0.5705425E-01  2.433529      1.820000    
  2002.2 0.4986218E-01 0.5845793E-01  3.425939      1.716667    
  2002.3 0.4444981E-01 0.5732000E-01  4.607990      1.643333    
  2002.4 0.4195049E-01 0.5851777E-01  6.020657      1.333333    
  2003.1 0.3825248E-01 0.5873963E-01  5.846052      1.156667    
  2003.2 0.3949074E-01 0.6152488E-01  5.302274      1.043333    
  2003.3 0.3917424E-01 0.6107130E-01  5.243226     0.9300000    
  2003.4 0.3980550E-01 0.5820932E-01  5.111818     0.9166667    
  2004.1 0.3766331E-01 0.5687648E-01  5.541530     0.9166667    
  2004.2 0.3785621E-01 0.5595400E-01  5.646226      1.076667    
  2004.3 0.3584733E-01 0.5440757E-01  5.875616      1.486667    
  2004.4 0.3868489E-01 0.5396538E-01  6.018772      2.006667    
  2005.1 0.4536055E-01 0.5292068E-01  5.678169      2.536667    
  2005.2 0.4786256E-01 0.5115378E-01  4.792918      2.863333    
  2005.3 0.5092718E-01 0.4975337E-01  4.116038      3.360000    
  2005.4 0.5400917E-01 0.4964352E-01  2.940403      3.826667    
  2006.1 0.5233049E-01 0.4731667E-01  2.539065      4.393333    
  2006.2 0.5229897E-01 0.4666969E-01  3.021828      4.703333    
  2006.3 0.5669141E-01 0.4655398E-01  2.859992      4.906667    
  2006.4 0.6071577E-01 0.4466963E-01  1.901330      4.903333    
  2007.1 0.6203461E-01 0.4536088E-01  1.832158      4.983333    
  2007.2 0.6041049E-01 0.4507805E-01  1.988284      4.736667    
  2007.3 0.5987943E-01 0.4670151E-01  1.914982      4.303333    
  2007.4 0.5862090E-01 0.4813029E-01  1.224175      3.390000    
  2008.1 0.5523552E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5464999E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5947271E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6730763E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7410594E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8221770E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9185280E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9512868E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9704855E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9451619E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9794971E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9668176E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9173947E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.8516562E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.8361231E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.7989591E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.7760834E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8000255E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8046246E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8016498E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.8163821E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.8685795E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9562998E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1025256     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1096177     0.7353172E-01  0.000000     0.2222305    
  2014.2 0.1088191     0.7371212E-01 0.2968378     0.2267692    
  2014.3 0.1078274     0.7344075E-01 0.5742546     0.2727381    
  2014.4 0.1051904     0.7270034E-01  1.097417     0.3896289    
  2015.1 0.1053945     0.7163268E-01 0.4107003     0.5446822    
  2015.2 0.1077960     0.7041296E-01  0.000000     0.7056998    
  2015.3 0.1040549     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.1008551     0.6810526E-01  0.000000      1.011500    
  2016.1 0.1013719     0.6720077E-01  0.000000      1.148466    
  2016.2 0.1000332     0.6650839E-01  0.000000      1.268463    
  2016.3 0.9779948E-01 0.6602361E-01  0.000000      1.370028    
  2016.4 0.9222847E-01 0.6572500E-01 0.1886048      1.454232    
  2017.1 0.8814388E-01 0.6557762E-01  0.000000      1.523254    
  2017.2 0.8166226E-01 0.6554472E-01 0.6842834      1.579320    
  2017.3 0.7792497E-01 0.6559437E-01  1.707184      1.624370    
  2017.4 0.7441169E-01 0.6569973E-01  2.900317      1.660170    
  2018.1 0.6994499E-01 0.6583532E-01  3.425265      1.688692    
  2018.2 0.7103222E-01 0.6598118E-01  3.234578      1.711782    
  2018.3 0.7149410E-01 0.6612472E-01  3.727837      1.730742    
  2018.4 0.7097780E-01 0.6625905E-01  3.310035      1.746369    
  2019.1 0.7476341E-01 0.6637441E-01  2.167770      1.759767    
  2019.2 0.7499347E-01 0.6646188E-01  2.135995      1.772234    
  2019.3 0.7190857E-01 0.6651811E-01  2.811828      1.784603    
  2019.4 0.7710529E-01 0.6654506E-01 0.4894080      1.797049    
  2020.1 0.8305445E-01 0.6654177E-01  0.000000      1.809908    
  2020.2 0.8486368E-01 0.6650849E-01 0.6859293      1.823601    
  2020.3 0.8248928E-01 0.6644969E-01  1.252576      1.838160    
  2020.4 0.8729466E-01 0.6637212E-01  0.000000      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.339523002724E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     119 IER= 4 F=  0.327810656091E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.40098100823E-07  0.30298708139E-08 -0.54284885774E-08

X VALUES

  0.52347515659E+00  0.11952810215E+01 -0.22251532536E+00

MEAN OF DEPENDENT VARIABLE   749999.233788610

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.523475157       0.022001641   23.79255
  2       1.100000000       1.195281021       0.068288277   17.50346
  3      -0.100000000      -0.222515325       0.068054236   -3.26968

SE of equation          =      0.012676415
Sum of squared residuals =  0.327810656E-01   0.125319480    
Sum of ABS residuals     =  0.873901050    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99799

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.164099412091E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     137 IER= 4 F=  0.961278486105E-02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.81993196862E-08 -0.55134201042E-08 -0.64257853296E-08

X VALUES

  0.63947316593E+00  0.10038746512E+01 -0.51128264239E-01

MEAN OF DEPENDENT VARIABLE   749999.250444819

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.639473166       0.015207083   42.05101
  2       1.100000000       1.003874651       0.071477644   14.04460
  3      -0.100000000      -0.051128264       0.067659317   -0.75567

SE of equation          =      0.006864510
Sum of squared residuals =  0.961278486E-02  -0.124436602    
Sum of ABS residuals     =  0.532452166    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99987

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.507573396507E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      91 IER= 4 F=  0.473380916473E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10909541656E-04 -0.53726307854E-05 -0.45215028593E-05

X VALUES

  0.50580377165E+00  0.11490263362E+01 -0.20624330429E+00

MEAN OF DEPENDENT VARIABLE   749999.271877680

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.505803772       0.028707280   17.61936
  2       1.100000000       1.149026336       0.070501944   16.29780
  3      -0.100000000      -0.206243304       0.068757413   -2.99958

SE of equation          =      0.015701992
Sum of squared residuals =  0.473380916E-01   0.164668085    
Sum of ABS residuals     =   1.09362940    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99746

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.415099410590E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.369800904115E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.23833469893E-07  0.22060199867E-05  0.24446745868E-05

X VALUES

  0.48638402054E+00  0.11447604246E+01 -0.18434373111E+00

MEAN OF DEPENDENT VARIABLE   749999.246500853

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.486384021       0.013113747   37.08963
  2       1.100000000       1.144760425       0.069999618   16.35381
  3      -0.100000000      -0.184343731       0.067206638   -2.74294

SE of equation          =      0.013463839
Sum of squared residuals =  0.369800904E-01  -0.408938299    
Sum of ABS residuals     =   1.15538190    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95923

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.689286140946E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      95 IER= 3 F=  0.689178586165E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.24498235648E-06 -0.33657739475E-05 -0.37186229094E-05

X VALUES

  0.51684830423E+00  0.12154558996E+01 -0.25336789735E+00

MEAN OF DEPENDENT VARIABLE   749999.280991957

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.516848304       0.465682667    1.10987
  2       1.100000000       1.215455900       2.685425662    0.45261
  3      -0.100000000      -0.253367897       2.559953304   -0.09897

SE of equation          =      0.581233723
Sum of squared residuals =   68.9178586        8.99176629    
Sum of ABS residuals     =   10.3981561    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97295

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.408602367779E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.406758547614E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.11753718983E-05  0.80608757140E-05  0.89285562337E-05

X VALUES

  0.58233782803E+00  0.10385962513E+01 -0.18789806212E+00

MEAN OF DEPENDENT VARIABLE   749999.209050848

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.582337828       0.214731236    2.71194
  2       1.100000000       1.038596251       0.346572949    2.99676
  3      -0.100000000      -0.187898062       0.332385390   -0.56530

SE of equation          =      0.141206036
Sum of squared residuals =   4.06758548        2.43437048    
Sum of ABS residuals     =   5.24451205    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96063

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.976217094913E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 3 F=  0.843665557032E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.10062468533E-07 -0.32166300994E-07 -0.19706458687E-07

X VALUES

  0.10283041935E+01  0.98443961940E+00 -0.15106302203E-02

MEAN OF DEPENDENT VARIABLE   749999.388086379

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.028304194       0.101939872   10.08736
  2       1.100000000       0.984439619       0.082094225   11.99158
  3      -0.100000000      -0.001510630       0.082292309   -0.01836

SE of equation          =      0.071723791
Sum of squared residuals =  0.843665557        1.51685033    
Sum of ABS residuals     =   5.52467073    
R squared                =    1.00000
Durbin-Watson statistic  =    1.90965

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.354107458431E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     111 IER= 4 F=  0.328898725292E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.34948795809E-07  0.17353764816E-06 -0.13920239981E-06

X VALUES

  0.45975794597E+00  0.83503187470E+00 -0.29423066805E-01

MEAN OF DEPENDENT VARIABLE   749999.269268488

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.459757946       0.062892987    7.31016
  2       1.100000000       0.835031875       0.104824655    7.96599
  3      -0.100000000      -0.029423067       0.097611614   -0.30143

SE of equation          =      0.040152816
Sum of squared residuals =  0.328898725       0.993954028    
Sum of ABS residuals     =   3.81638683    
R squared                =    1.00000
Durbin-Watson statistic  =    1.67518

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.748927446747E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.625828231692E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10532600105E-06 -0.35758923777E-06 -0.14805001663E-06

X VALUES

  0.88670465656E+00  0.95147534905E+00 -0.15083070138E+00

MEAN OF DEPENDENT VARIABLE   749999.261862340

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.886704657       0.129434493    6.85061
  2       1.100000000       0.951475349       0.079522944   11.96479
  3      -0.100000000      -0.150830701       0.079719147   -1.89203

SE of equation          =      0.061773990
Sum of squared residuals =  0.625828232       0.603032583    
Sum of ABS residuals     =   4.30204916    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95153

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.273405594086E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 3 F=  0.243502368808E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.85631374850E-10  0.20534218496E-08  0.16867645825E-08

X VALUES

  0.21554550323E+00  0.94333350090E+00  0.11271619937E-01

MEAN OF DEPENDENT VARIABLE   749999.298130238

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.215545503       0.082643000    2.60815
  2       1.100000000       0.943333501       0.069737329   13.52695
  3      -0.100000000       0.011271620       0.071427564    0.15780

SE of equation          =      0.039508387
Sum of squared residuals =  0.243502369        1.17048655    
Sum of ABS residuals     =   2.88132304    
R squared                =    1.00000
Durbin-Watson statistic  =    1.77159

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.445227987960E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      81 IER= 4 F=  0.354500990405E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.95508426210E-04 -0.42196435384E-05 -0.31285934302E-05

X VALUES

  0.51819899306E+00  0.78005403807E+00 -0.39268499684E+00

MEAN OF DEPENDENT VARIABLE   749999.279623961

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.518198993       0.030212978   17.15154
  2       1.100000000       0.780054038       0.094150268    8.28520
  3      -0.100000000      -0.392684997       0.089934631   -4.36634

SE of equation          =      0.041686328
Sum of squared residuals =  0.354500990        1.45153975    
Sum of ABS residuals     =   4.08950117    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69303

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.712234100338E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.636039230518E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.12594974786E-10  0.13290936210E-10

X VALUES

  0.11899992725E+01 -0.37067476617E+00

MEAN OF DEPENDENT VARIABLE   749999.258774953

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.189999272       0.118132771   10.07341
  2      -0.100000000      -0.370674766       0.116184508   -3.19040

SE of equation          =      0.023416013
Sum of squared residuals =  0.636039231E-01   0.644767110    
Sum of ABS residuals     =   1.13729930    
R squared                =    1.00000
Durbin-Watson statistic  =    1.62546

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.269017714188E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      41 IER= 3 F=  0.263852150438E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.27747500992E-10  0.27147673511E-10

X VALUES

  0.11803433843E+01 -0.20447848398E+00

MEAN OF DEPENDENT VARIABLE   749999.298936986

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.180343384       0.087755969   13.45029
  2      -0.100000000      -0.204478484       0.086957020   -2.35149

SE of equation          =      0.035963772
Sum of squared residuals =  0.263852150        1.44228410    
Sum of ABS residuals     =   3.41432128    
R squared                =    1.00000
Durbin-Watson statistic  =    1.74733

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4628515E-01 0.5234225E-01  1.649505      1.083667    
  1954.2 0.5089631E-01 0.5783462E-01  2.434255     0.8143333    
  1954.3 0.6058490E-01 0.5970489E-01  2.947124     0.8696667    
  1954.4 0.6345368E-01 0.5361334E-01  1.778845      1.036333    
  1955.1 0.6596858E-01 0.4710636E-01 0.4267330      1.256333    
  1955.2 0.6736013E-01 0.4380454E-01 0.4142030      1.614333    
  1955.3 0.6993495E-01 0.4109694E-01 0.6334281      1.861333    
  1955.4 0.6813475E-01 0.4208878E-01 0.9920503      2.349333    
  1956.1 0.6177050E-01 0.4031458E-01  1.908374      2.379333    
  1956.2 0.5342460E-01 0.4190614E-01  3.536324      2.596667    
  1956.3 0.5227494E-01 0.4128671E-01  4.807261      2.596667    
  1956.4 0.4676158E-01 0.4100540E-01  4.269112      3.063667    
  1957.1 0.3710463E-01 0.3946671E-01  3.969461      3.171667    
  1957.2 0.3110273E-01 0.4062513E-01  4.373004      3.157000    
  1957.3 0.3157254E-01 0.4207225E-01  5.090594      3.382333    
  1957.4 0.3006529E-01 0.4923487E-01  5.453420      3.343333    
  1958.1 0.3180552E-01 0.6275076E-01  5.728352      1.838000    
  1958.2 0.3342038E-01 0.7359928E-01  5.226765      1.017667    
  1958.3 0.3949396E-01 0.7309055E-01  4.359488      1.710667    
  1958.4 0.4719471E-01 0.6352766E-01  2.803115      2.787667    
  1959.1 0.5098629E-01 0.5798631E-01  2.102114      2.800333    
  1959.2 0.5086282E-01 0.5104500E-01  2.566289      3.019333    
  1959.3 0.6231626E-01 0.5287044E-01  2.031208      3.533000    
  1959.4 0.6728323E-01 0.5592834E-01  1.412008      4.299333    
  1960.1 0.6520734E-01 0.5159512E-01  1.082492      3.943000    
  1960.2 0.5813944E-01 0.5225835E-01  1.891355      3.092333    
  1960.3 0.5325764E-01 0.5549938E-01  2.843770      2.390333    
  1960.4 0.5116292E-01 0.6251647E-01  3.091332      2.360667    
  1961.1 0.5097789E-01 0.6773354E-01  3.070389      2.376667    
  1961.2 0.5095339E-01 0.6971717E-01  2.595520      2.324667    
  1961.3 0.5354932E-01 0.6749309E-01  2.196955      2.324667    
  1961.4 0.5505717E-01 0.6171891E-01  1.432049      2.475000    
  1962.1 0.5629229E-01 0.5614436E-01 0.8113825      2.739000    
  1962.2 0.5739184E-01 0.5482584E-01  1.003676      2.716000    
  1962.3 0.6188705E-01 0.5539051E-01  1.156463      2.858000    
  1962.4 0.6247160E-01 0.5505923E-01  1.437565      2.803333    
  1963.1 0.5812682E-01 0.5779253E-01  2.074514      2.909000    
  1963.2 0.5495546E-01 0.5680856E-01  2.610146      2.941333    
  1963.3 0.4849604E-01 0.5493742E-01  3.332665      3.280667    
  1963.4 0.4205181E-01 0.5572673E-01  4.062044      3.499333    
  1964.1 0.3918551E-01 0.5457706E-01  5.114806      3.538000    
  1964.2 0.3793665E-01 0.5220257E-01  5.267084      3.481333    
  1964.3 0.3723555E-01 0.4989598E-01  4.443235      3.504000    
  1964.4 0.4340537E-01 0.4953597E-01  4.249979      3.685000    
  1965.1 0.4447558E-01 0.4871666E-01  4.390840      3.899667    
  1965.2 0.4506893E-01 0.4655354E-01  3.920451      3.879000    
  1965.3 0.4588982E-01 0.4351989E-01  4.093959      3.859667    
  1965.4 0.4314484E-01 0.4102298E-01  4.912157      4.158667    
  1966.1 0.4072671E-01 0.3848268E-01  5.176058      4.630667    
  1966.2 0.4230395E-01 0.3807639E-01  4.907722      4.597333    
  1966.3 0.4165682E-01 0.3750700E-01  4.544534      5.047667    
  1966.4 0.4010429E-01 0.3683286E-01  4.505437      5.246000    
  1967.1 0.3851990E-01 0.3809930E-01  4.774311      4.533667    
  1967.2 0.3439637E-01 0.3806934E-01  5.386814      3.657333    
  1967.3 0.3419218E-01 0.3784696E-01  5.656137      4.344667    
  1967.4 0.3110922E-01 0.3915978E-01  5.667814      4.787333    
  1968.1 0.2870614E-01 0.3728355E-01  5.123226      5.064667    
  1968.2 0.2722645E-01 0.3537721E-01  4.405328      5.510000    
  1968.3 0.2950831E-01 0.3510557E-01  4.226380      5.226333    
  1968.4 0.3663884E-01 0.3392130E-01  3.450480      5.580667    
  1969.1 0.3623833E-01 0.3376971E-01  3.435754      6.137667    
  1969.2 0.3475341E-01 0.3424592E-01  4.092115      6.240000    
  1969.3 0.3634456E-01 0.3590757E-01  4.512756      7.046667    
  1969.4 0.4311688E-01 0.3581941E-01  4.249453      7.317667    
  1970.1 0.5009044E-01 0.4159508E-01  2.817052      7.262667    
  1970.2 0.5582916E-01 0.4746577E-01  1.412808      6.752333    
  1970.3 0.6274307E-01 0.5169088E-01 0.9778072      6.374667    
  1970.4 0.6929432E-01 0.5802797E-01 0.1681461      5.358333    
  1971.1 0.6933356E-01 0.5914467E-01 0.1352434E-01  3.863333    
  1971.2 0.6559814E-01 0.5907857E-01 0.6924328      4.206000    
  1971.3 0.6197549E-01 0.5983336E-01  2.309122      5.050333    
  1971.4 0.5510515E-01 0.5954344E-01  4.610958      4.234333    
  1972.1 0.5063838E-01 0.5768041E-01  5.060959      3.435333    
  1972.2 0.4662968E-01 0.5658509E-01  5.126447      3.748333    
  1972.3 0.4721797E-01 0.5584112E-01  5.373345      4.241333    
  1972.4 0.4585723E-01 0.5304486E-01  5.490250      4.851333    
  1973.1 0.4611505E-01 0.4950510E-01  5.312913      5.639667    
  1973.2 0.4310716E-01 0.4889844E-01  6.377175      6.608333    
  1973.3 0.4293431E-01 0.4793204E-01  7.548511      8.388333    
  1973.4 0.5068342E-01 0.4769321E-01  5.398606      7.461667    
  1974.1 0.5831959E-01 0.5085049E-01  3.953143      7.600333    
  1974.2 0.6766630E-01 0.5161500E-01  3.660349      8.268000    
  1974.3 0.7745818E-01 0.5583721E-01  3.087307      8.286333    
  1974.4 0.8250938E-01 0.6556479E-01  2.563028      7.336000    
  1975.1 0.8809345E-01 0.8217515E-01  2.579653      5.873333    
  1975.2 0.9817883E-01 0.8828988E-01 0.1273150      5.400667    
  1975.3 0.9558732E-01 0.8467753E-01  0.000000      6.336667    
  1975.4 0.8535689E-01 0.8259670E-01  2.692221      5.684333    
  1976.1 0.7315978E-01 0.7723461E-01  4.240637      4.953333    
  1976.2 0.6368976E-01 0.7526804E-01  4.950960      5.168667    
  1976.3 0.5823057E-01 0.7700112E-01  5.609077      5.168667    
  1976.4 0.5672466E-01 0.7733424E-01  5.971146      4.698000    
  1977.1 0.5490465E-01 0.7493048E-01  6.854130      4.624000    
  1977.2 0.5611426E-01 0.7104693E-01  7.430710      4.828667    
  1977.3 0.5640885E-01 0.6864221E-01  7.543147      5.472000    
  1977.4 0.5719431E-01 0.6612385E-01  7.536818      6.137000    
  1978.1 0.6167402E-01 0.6326666E-01  6.803584      6.408000    
  1978.2 0.6351830E-01 0.5999476E-01  6.804405      6.481000    
  1978.3 0.6978454E-01 0.6021465E-01  6.621397      7.315333    
  1978.4 0.7113366E-01 0.5883992E-01  6.563581      8.680333    
  1979.1 0.7113427E-01 0.5877879E-01  7.608264      9.357667    
  1979.2 0.7144849E-01 0.5714052E-01  7.919127      9.372333    
  1979.3 0.6851233E-01 0.5868435E-01  8.056591      9.631333    
  1979.4 0.6764112E-01 0.5940129E-01  11.43226      11.80367    
  1980.1 0.6137052E-01 0.6296949E-01  11.22862      13.45867    
  1980.2 0.5788728E-01 0.7323656E-01  13.84777      10.04933    
  1980.3 0.6324511E-01 0.7680771E-01  15.11916      9.235333    
  1980.4 0.6578483E-01 0.7398623E-01  15.04411      13.70967    
  1981.1 0.6821169E-01 0.7426606E-01  13.28110      14.36900    
  1981.2 0.7585210E-01 0.7398937E-01  17.21227      14.82900    
  1981.3 0.8776159E-01 0.7417361E-01  16.31239      15.08733    
  1981.4 0.9520142E-01 0.8241053E-01  12.38153      12.02267    
  1982.1 0.1001109     0.8843563E-01  12.05730      12.89500    
  1982.2 0.1046847     0.9425762E-01  11.36817      12.35900    
  1982.3 0.1029608     0.9942961E-01  10.01361      9.705333    
  1982.4 0.9873612E-01 0.1067659      8.946766      7.935000    
  1983.1 0.9093512E-01 0.1039701      8.778008      8.081333    
  1983.2 0.7996623E-01 0.1010214      9.091709      8.420667    
  1983.3 0.7011461E-01 0.9360138E-01  10.35233      9.186667    
  1983.4 0.6068797E-01 0.8541760E-01  11.88558      8.793333    
  1984.1 0.5533833E-01 0.7871758E-01  12.36536      9.133333    
  1984.2 0.5292281E-01 0.7478733E-01  12.29549      9.843333    
  1984.3 0.4921954E-01 0.7451999E-01  13.33269      10.34333    
  1984.4 0.4677110E-01 0.7283015E-01  11.96513      8.973333    
  1985.1 0.4379735E-01 0.7279936E-01  10.89516      8.183333    
  1985.2 0.4481534E-01 0.7288834E-01  10.93991      7.523333    
  1985.3 0.4353800E-01 0.7210537E-01  11.01307      7.103333    
  1985.4 0.4421568E-01 0.7054201E-01  10.54992      7.146667    
  1986.1 0.4479538E-01 0.7015712E-01  9.621918      6.886667    
  1986.2 0.4200380E-01 0.7180384E-01  9.346929      6.130000    
  1986.3 0.3943941E-01 0.6991001E-01  9.682964      5.533333    
  1986.4 0.3685340E-01 0.6835172E-01  9.925957      5.340000    
  1987.1 0.3683406E-01 0.6620689E-01  10.21621      5.533333    
  1987.2 0.3898946E-01 0.6280795E-01  10.07892      5.733333    
  1987.3 0.3870433E-01 0.6014193E-01  11.08829      6.033333    
  1987.4 0.3820747E-01 0.5868976E-01  9.572897      6.003333    
  1988.1 0.4457247E-01 0.5727587E-01  7.982540      5.760000    
  1988.2 0.5091227E-01 0.5487146E-01  7.012933      6.230000    
  1988.3 0.5461302E-01 0.5492451E-01  6.553843      6.993333    
  1988.4 0.5716176E-01 0.5350265E-01  5.478604      7.703333    
  1989.1 0.6260657E-01 0.5215423E-01  4.567045      8.533333    
  1989.2 0.6637328E-01 0.5244464E-01  3.863993      8.440000    
  1989.3 0.6709382E-01 0.5277223E-01  3.311468      7.850000    
  1989.4 0.6814331E-01 0.5373561E-01  2.458750      7.633333    
  1990.1 0.6909785E-01 0.5300361E-01  2.383373      7.756667    
  1990.2 0.7485989E-01 0.5337414E-01 0.2024730      7.766667    
  1990.3 0.7144942E-01 0.5687498E-01  0.000000      7.493333    
  1990.4 0.6453365E-01 0.6113686E-01  2.361330      7.023333    
  1991.1 0.5532001E-01 0.6574073E-01  3.160043      6.053333    
  1991.2 0.5083522E-01 0.6823443E-01  3.265352      5.593333    
  1991.3 0.4677328E-01 0.6853392E-01  3.286853      5.406667    
  1991.4 0.4603702E-01 0.7096660E-01  3.063367      4.583333    
  1992.1 0.4337645E-01 0.7379080E-01  3.883498      3.910000    
  1992.2 0.4430847E-01 0.7594573E-01  4.401150      3.723333    
  1992.3 0.4684900E-01 0.7626478E-01  4.488828      3.130000    
  1992.4 0.5110933E-01 0.7406133E-01  4.577378      3.076667    
  1993.1 0.5800167E-01 0.7149713E-01  4.333665      2.993333    
  1993.2 0.6307160E-01 0.7068857E-01  3.281517      2.983333    
  1993.3 0.6718106E-01 0.6799552E-01  2.832245      3.020000    
  1993.4 0.6886312E-01 0.6619143E-01  3.171187      3.080000    
  1994.1 0.6766810E-01 0.6555817E-01  4.251511      3.250000    
  1994.2 0.6631134E-01 0.6165512E-01  4.333872      4.036667    
  1994.3 0.6384790E-01 0.6001291E-01  3.964032      4.510000    
  1994.4 0.6174788E-01 0.5619378E-01  4.105722      5.283333    
  1995.1 0.5550009E-01 0.5477964E-01  4.694498      5.780000    
  1995.2 0.5364215E-01 0.5674622E-01  4.864129      5.623333    
  1995.3 0.5381194E-01 0.5658385E-01  5.005810      5.380000    
  1995.4 0.5524736E-01 0.5572015E-01  5.152293      5.270000    
  1996.1 0.5923797E-01 0.5545427E-01  4.465628      4.950000    
  1996.2 0.6408974E-01 0.5470120E-01  3.870750      5.040000    
  1996.3 0.7124701E-01 0.5259294E-01  3.281940      5.136667    
  1996.4 0.7396019E-01 0.5310254E-01  3.059219      4.970000    
  1997.1 0.7418519E-01 0.5223738E-01  2.638643      5.063333    
  1997.2 0.7308263E-01 0.4974959E-01  2.507189      5.073333    
  1997.3 0.6816506E-01 0.4858023E-01  2.799446      5.056667    
  1997.4 0.6366197E-01 0.4680572E-01  2.814799      5.086667    
  1998.1 0.5784085E-01 0.4637954E-01  3.164277      5.053333    
  1998.2 0.5271768E-01 0.4414228E-01  3.447357      4.976667    
  1998.3 0.4868874E-01 0.4528502E-01  3.673038      4.823333    
  1998.4 0.4567343E-01 0.4429607E-01  3.956420      4.253333    
  1999.1 0.4026950E-01 0.4284456E-01  4.980723      4.406667    
  1999.2 0.3505472E-01 0.4248440E-01  5.951954      4.453333    
  1999.3 0.3467341E-01 0.4243400E-01  6.445904      4.650000    
  1999.4 0.3036394E-01 0.4077788E-01  5.576476      5.043333    
  2000.1 0.2738819E-01 0.4048765E-01  6.192125      5.520000    
  2000.2 0.3288426E-01 0.3947782E-01  6.362158      5.713333    
  2000.3 0.3927721E-01 0.4030117E-01  5.318934      6.016667    
  2000.4 0.4288935E-01 0.3918419E-01  4.460811      6.016667    
  2001.1 0.4442860E-01 0.4230321E-01  5.040553      4.816667    
  2001.2 0.4632899E-01 0.4411448E-01  5.996822      3.660000    
  2001.3 0.4355067E-01 0.4819249E-01  7.236489      3.170000    
  2001.4 0.4466926E-01 0.5537421E-01  6.690145      1.906667    
  2002.1 0.4383347E-01 0.5705425E-01  6.616725      1.820000    
  2002.2 0.4644797E-01 0.5845793E-01  5.788006      1.716667    
  2002.3 0.4901168E-01 0.5732000E-01  5.102822      1.643333    
  2002.4 0.4804747E-01 0.5851777E-01  5.421598      1.333333    
  2003.1 0.5072168E-01 0.5873963E-01  5.543500      1.156667    
  2003.2 0.5146596E-01 0.6152488E-01  5.047209      1.043333    
  2003.3 0.5444611E-01 0.6107130E-01  4.484373     0.9300000    
  2003.4 0.5329650E-01 0.5820932E-01  3.882262     0.9166667    
  2004.1 0.4893223E-01 0.5687648E-01  4.667892     0.9166667    
  2004.2 0.4354617E-01 0.5595400E-01  5.584950      1.076667    
  2004.3 0.3840740E-01 0.5440757E-01  6.222966      1.486667    
  2004.4 0.3263786E-01 0.5396538E-01  5.385996      2.006667    
  2005.1 0.3604383E-01 0.5292068E-01  5.193423      2.536667    
  2005.2 0.3847582E-01 0.5115378E-01  5.612756      2.863333    
  2005.3 0.3999615E-01 0.4975337E-01  5.885939      3.360000    
  2005.4 0.4245334E-01 0.4964352E-01  5.622868      3.826667    
  2006.1 0.4202244E-01 0.4731667E-01  5.633550      4.393333    
  2006.2 0.4370566E-01 0.4666969E-01  5.715725      4.703333    
  2006.3 0.4715874E-01 0.4655398E-01  5.950655      4.906667    
  2006.4 0.5140650E-01 0.4466963E-01  5.823957      4.903333    
  2007.1 0.5353957E-01 0.4536088E-01  5.159552      4.983333    
  2007.2 0.5345580E-01 0.4507805E-01  4.764387      4.736667    
  2007.3 0.5338752E-01 0.4670151E-01  4.437711      4.303333    
  2007.4 0.5302685E-01 0.4813029E-01  4.449747      3.390000    
  2008.1 0.5244541E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5065830E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5157581E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5795672E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6167769E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.6385544E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.7007298E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.7163934E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.7330199E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.7511716E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.7779628E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.7808761E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.7959925E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.8097711E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.8254452E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8937033E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8836001E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8964850E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8822899E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8666289E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.8506200E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.8513985E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.8839293E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.8887785E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8647091E-01 0.7353172E-01 0.1445754     0.2222305    
  2014.2 0.8279591E-01 0.7371212E-01 0.7167510     0.2267692    
  2014.3 0.8130124E-01 0.7344075E-01  1.470054     0.2727381    
  2014.4 0.8004487E-01 0.7270034E-01  2.412324     0.3896289    
  2015.1 0.7969017E-01 0.7163268E-01  1.513571     0.5446822    
  2015.2 0.8001524E-01 0.7041296E-01  0.000000     0.7056998    
  2015.3 0.8236392E-01 0.6919799E-01  0.000000     0.8622789    
  2015.4 0.8728522E-01 0.6810526E-01  0.000000      1.011500    
  2016.1 0.8668178E-01 0.6720077E-01 0.8849832      1.148466    
  2016.2 0.8514471E-01 0.6650839E-01  1.486842      1.268463    
  2016.3 0.8658471E-01 0.6602361E-01 0.8506532      1.370028    
  2016.4 0.9181812E-01 0.6572500E-01  0.000000      1.454232    
  2017.1 0.9876827E-01 0.6557762E-01  0.000000      1.523254    
  2017.2 0.1054839     0.6554472E-01  0.000000      1.579320    
  2017.3 0.1126600     0.6559437E-01  0.000000      1.624370    
  2017.4 0.1167576     0.6569973E-01  0.000000      1.660170    
  2018.1 0.1153973     0.6583532E-01  0.000000      1.688692    
  2018.2 0.1083642     0.6598118E-01 0.4351301      1.711782    
  2018.3 0.1025432     0.6612472E-01  1.112440      1.730742    
  2018.4 0.9560342E-01 0.6625905E-01  2.313283      1.746369    
  2019.1 0.8832180E-01 0.6637441E-01  3.438116      1.759767    
  2019.2 0.8813786E-01 0.6646188E-01  3.773426      1.772234    
  2019.3 0.9025658E-01 0.6651811E-01  3.904055      1.784603    
  2019.4 0.9057827E-01 0.6654506E-01  2.701592      1.797049    
  2020.1 0.9521818E-01 0.6654177E-01  1.135745      1.809908    
  2020.2 0.9504473E-01 0.6650849E-01  1.150163      1.823601    
  2020.3 0.8957963E-01 0.6644969E-01  2.039407      1.838160    
  2020.4 0.9223511E-01 0.6637212E-01  0.000000      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.315777273166E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     119 IER= 4 F=  0.292663297589E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.12718076258E-06 -0.52793818293E-07 -0.12324626781E-06

X VALUES

  0.56897071233E+00  0.93951352827E+00  0.26534048997E-01

MEAN OF DEPENDENT VARIABLE   749999.229445315

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.568970712       0.023225127   24.49807
  2       1.100000000       0.939513528       0.069947442   13.43171
  3      -0.100000000       0.026534049       0.069152007    0.38371

SE of equation          =      0.011977579
Sum of squared residuals =  0.292663298E-01   0.132225611    
Sum of ABS residuals     =  0.770939310    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99977

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.248745071573E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     137 IER= 4 F=  0.120106007735E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.14260319004E-05  0.14874681516E-05  0.21186347725E-05

X VALUES

  0.66834778231E+00  0.70512453499E+00  0.21945740210E+00

MEAN OF DEPENDENT VARIABLE   749999.237711060

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.668347782       0.015047678   44.41534
  2       1.100000000       0.705124535       0.068589251   10.28039
  3      -0.100000000       0.219457402       0.064352813    3.41022

SE of equation          =      0.007673037
Sum of squared residuals =  0.120106008E-01   0.946988393E-02
Sum of ABS residuals     =  0.594207520    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99753

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.394463836896E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.313909986388E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.15014693647E-05 -0.55193631655E-05 -0.62103782303E-05

X VALUES

  0.54094819995E+00  0.94621818940E+00 -0.96168087249E-01

MEAN OF DEPENDENT VARIABLE   749999.248015598

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.540948200       0.020814671   25.98879
  2       1.100000000       0.946218189       0.071227942   13.28437
  3      -0.100000000      -0.096168087       0.065171381   -1.47562

SE of equation          =      0.012786508
Sum of squared residuals =  0.313909986E-01   0.167158672    
Sum of ABS residuals     =  0.982045278    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99416

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.599403305447E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.539233446133E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.84690638525E-07 -0.78528680224E-06 -0.81854574204E-06

X VALUES

  0.50359614932E+00  0.10281978420E+01 -0.81592627152E-01

MEAN OF DEPENDENT VARIABLE   749999.254484533

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.503596149       0.014576926   34.54749
  2       1.100000000       1.028197842       0.070494133   14.58558
  3      -0.100000000      -0.081592627       0.067323817   -1.21194

SE of equation          =      0.016258232
Sum of squared residuals =  0.539233446E-01  -0.297818948    
Sum of ABS residuals     =   1.40392429    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99549

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.452184430680E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     107 IER= 3 F=  0.452041211475E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.12769544954E-05  0.26191698583E-05  0.29286340592E-05

X VALUES

  0.55468266778E+00  0.90453359073E+00  0.32632277037E-01

MEAN OF DEPENDENT VARIABLE   749999.287768931

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.554682668       0.539476955    1.02819
  2       1.100000000       0.904533591       3.316328284    0.27275
  3      -0.100000000       0.032632277       3.126671515    0.01044

SE of equation          =      0.470732227
Sum of squared residuals =   45.2041211        7.73238877    
Sum of ABS residuals     =   8.54250434    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96410

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.233237857289E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      81 IER= 4 F=  0.230294442909E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.85269797885E-05 -0.45087689459E-05 -0.20848278483E-05

X VALUES

  0.43519436123E+00  0.10597446529E+01 -0.24727520830E+00

MEAN OF DEPENDENT VARIABLE   749999.253274548

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.435194361       0.155216963    2.80378
  2       1.100000000       1.059744653       0.243422994    4.35351
  3      -0.100000000      -0.247275208       0.233662579   -1.05826

SE of equation          =      0.106249439
Sum of squared residuals =   2.30294443        3.07004378    
Sum of ABS residuals     =   4.69767607    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91597

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.564669733038E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.516844541467E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10997314760E-07 -0.23026398883E-06 -0.31013060940E-06

X VALUES

  0.84463169130E+00  0.10738470151E+01 -0.90455716807E-01

MEAN OF DEPENDENT VARIABLE   749999.382235333

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.844631691       0.094536147    8.93448
  2       1.100000000       1.073847015       0.085199114   12.60397
  3      -0.100000000      -0.090455717       0.084665797   -1.06839

SE of equation          =      0.056138143
Sum of squared residuals =  0.516844541        1.16348320    
Sum of ABS residuals     =   4.41266255    
R squared                =    1.00000
Durbin-Watson statistic  =    1.78073

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.485907186608E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.465160747868E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.30104605966E-05  0.65101946250E-05  0.67992198578E-05

X VALUES

  0.59234585461E+00  0.10944659293E+01 -0.28284121446E+00

MEAN OF DEPENDENT VARIABLE   749999.279104156

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.592345855       0.073674909    8.03999
  2       1.100000000       1.094465929       0.147634582    7.41334
  3      -0.100000000      -0.282841214       0.145956675   -1.93784

SE of equation          =      0.047751437
Sum of squared residuals =  0.465160748        1.43312222    
Sum of ABS residuals     =   3.63963654    
R squared                =    1.00000
Durbin-Watson statistic  =    1.66752

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.431840214428E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     114 IER= 4 F=  0.322789756645E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.11133364797E-06  0.67243020424E-07  0.11521112866E-06

X VALUES

  0.10816265188E+01  0.91568238682E+00 -0.13332236843E+00

MEAN OF DEPENDENT VARIABLE   749999.274372318

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.081626519       0.095391850   11.33877
  2       1.100000000       0.915682387       0.082327111   11.12249
  3      -0.100000000      -0.133322368       0.083987908   -1.58740

SE of equation          =      0.044364741
Sum of squared residuals =  0.322789757       0.541827920    
Sum of ABS residuals     =   3.48551785    
R squared                =    1.00000
Durbin-Watson statistic  =    1.90093

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.407239894618E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     115 IER= 1 F=  0.379690425111E+00
IER =  1 NO IMPROVEMENT FOR ANY VALUE OF LAMDA TRIED

GRADIENT VALUES

  0.16403285418E-08 -0.39853156429E-07 -0.33646741016E-07

X VALUES

  0.34619837590E+00  0.83811717315E+00  0.31981809653E-01

MEAN OF DEPENDENT VARIABLE   749999.267412355

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.346198376       0.115781848    2.99009
  2       1.100000000       0.838117173       0.116655133    7.18457
  3      -0.100000000       0.031981810       0.116646241    0.27418

SE of equation          =      0.049334704
Sum of squared residuals =  0.379690425        1.34977525    
Sum of ABS residuals     =   2.37421238    
R squared                =    1.00000
Durbin-Watson statistic  =    1.77347

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.480363983385E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      88 IER= 3 F=  0.423308022131E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.35202732557E-07  0.25503807940E-07  0.10798375358E-07

X VALUES

  0.47026279830E+00  0.68978087421E+00 -0.20172086098E+00

MEAN OF DEPENDENT VARIABLE   749999.270057592

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.470262798       0.037142685   12.66098
  2       1.100000000       0.689780874       0.120329017    5.73246
  3      -0.100000000      -0.201720861       0.116311510   -1.73432

SE of equation          =      0.045552600
Sum of squared residuals =  0.423308022        1.55153193    
Sum of ABS residuals     =   3.65620729    
R squared                =    1.00000
Durbin-Watson statistic  =    1.65449

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.462241772752E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      44 IER= 3 F=  0.451390676061E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.17120477588E-10 -0.16785932005E-10

X VALUES

  0.11976553447E+01 -0.29969727501E+00

MEAN OF DEPENDENT VARIABLE   749999.259490241

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.197655345       0.186866952    6.40913
  2      -0.100000000      -0.299697275       0.186179281   -1.60972

SE of equation          =      0.019726376
Sum of squared residuals =  0.451390676E-01   0.585898406    
Sum of ABS residuals     =  0.917267070    
R squared                =    1.00000
Durbin-Watson statistic  =    1.17707

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.272549168958E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.246915450431E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.13633473387E-10 -0.13984762531E-10

X VALUES

  0.14047298609E+01 -0.44655778028E+00

MEAN OF DEPENDENT VARIABLE   749999.217236308

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.404729861       0.085818463   16.36862
  2      -0.100000000      -0.446557780       0.084518716   -5.28354

SE of equation          =      0.034790370
Sum of squared residuals =  0.246915450        1.12952202    
Sum of ABS residuals     =   2.93358926    
R squared                =    1.00000
Durbin-Watson statistic  =    1.74697

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4686414E-01 0.5234225E-01 0.8365763      1.083667    
  1954.2 0.5263014E-01 0.5783462E-01 0.3967010     0.8143333    
  1954.3 0.5644221E-01 0.5970489E-01 0.2832188     0.8696667    
  1954.4 0.5736352E-01 0.5361334E-01 0.6060708      1.036333    
  1955.1 0.5498758E-01 0.4710636E-01  1.210137      1.256333    
  1955.2 0.5400225E-01 0.4380454E-01  1.948675      1.614333    
  1955.3 0.5005917E-01 0.4109694E-01  3.588626      1.861333    
  1955.4 0.4673846E-01 0.4208878E-01  2.840160      2.349333    
  1956.1 0.4654736E-01 0.4031458E-01  2.469559      2.379333    
  1956.2 0.4806564E-01 0.4190614E-01  3.099179      2.596667    
  1956.3 0.4945583E-01 0.4128671E-01  4.724545      2.596667    
  1956.4 0.4989370E-01 0.4100540E-01  3.549541      3.063667    
  1957.1 0.4757404E-01 0.3946671E-01  3.097725      3.171667    
  1957.2 0.4814133E-01 0.4062513E-01  3.660171      3.157000    
  1957.3 0.4426366E-01 0.4207225E-01  5.450578      3.382333    
  1957.4 0.4240894E-01 0.4923487E-01  5.528558      3.343333    
  1958.1 0.4011253E-01 0.6275076E-01  5.127806      1.838000    
  1958.2 0.3647534E-01 0.7359928E-01  5.448426      1.017667    
  1958.3 0.3608540E-01 0.7309055E-01  5.762599      1.710667    
  1958.4 0.4050365E-01 0.6352766E-01  5.311990      2.787667    
  1959.1 0.4021756E-01 0.5798631E-01  4.436559      2.800333    
  1959.2 0.4211447E-01 0.5104500E-01  4.231241      3.019333    
  1959.3 0.6284013E-01 0.5287044E-01  2.460590      3.533000    
  1959.4 0.7301039E-01 0.5592834E-01 0.9410804      4.299333    
  1960.1 0.7438665E-01 0.5159512E-01 0.2962460      3.943000    
  1960.2 0.6976141E-01 0.5225835E-01 0.4980137      3.092333    
  1960.3 0.6684145E-01 0.5549938E-01  1.303924      2.390333    
  1960.4 0.6033186E-01 0.6251647E-01  2.157181      2.360667    
  1961.1 0.5283926E-01 0.6773354E-01  2.390229      2.376667    
  1961.2 0.5003957E-01 0.6971717E-01  2.621970      2.324667    
  1961.3 0.4457742E-01 0.6749309E-01  3.083930      2.324667    
  1961.4 0.3855781E-01 0.6171891E-01  3.673945      2.475000    
  1962.1 0.3595125E-01 0.5614436E-01  4.834687      2.739000    
  1962.2 0.3298379E-01 0.5482584E-01  5.355828      2.716000    
  1962.3 0.3333829E-01 0.5539051E-01  4.969365      2.858000    
  1962.4 0.4115009E-01 0.5505923E-01  4.305696      2.803333    
  1963.1 0.5144662E-01 0.5779253E-01  3.581337      2.909000    
  1963.2 0.6230718E-01 0.5680856E-01  3.091658      2.941333    
  1963.3 0.6681642E-01 0.5493742E-01  4.002378      3.280667    
  1963.4 0.6961065E-01 0.5572673E-01  2.540989      3.499333    
  1964.1 0.7224938E-01 0.5457706E-01  1.347041      3.538000    
  1964.2 0.7083055E-01 0.5220257E-01  1.444735      3.481333    
  1964.3 0.7108690E-01 0.4989598E-01  1.743762      3.504000    
  1964.4 0.6870841E-01 0.4953597E-01  1.602069      3.685000    
  1965.1 0.6723932E-01 0.4871666E-01  1.840168      3.899667    
  1965.2 0.6236048E-01 0.4655354E-01  2.128973      3.879000    
  1965.3 0.5761354E-01 0.4351989E-01  2.636242      3.859667    
  1965.4 0.5080107E-01 0.4102298E-01  3.069447      4.158667    
  1966.1 0.4336370E-01 0.3848268E-01  4.262460      4.630667    
  1966.2 0.3520724E-01 0.3807639E-01  5.353645      4.597333    
  1966.3 0.3267798E-01 0.3750700E-01  6.046137      5.047667    
  1966.4 0.2795374E-01 0.3683286E-01  5.409407      5.246000    
  1967.1 0.2906125E-01 0.3809930E-01  5.174234      4.533667    
  1967.2 0.3031098E-01 0.3806934E-01  5.629863      3.657333    
  1967.3 0.3258181E-01 0.3784696E-01  5.909869      4.344667    
  1967.4 0.3682684E-01 0.3915978E-01  5.466859      4.787333    
  1968.1 0.4070482E-01 0.3728355E-01  4.531128      5.064667    
  1968.2 0.4329198E-01 0.3537721E-01  4.309075      5.510000    
  1968.3 0.4908755E-01 0.3510557E-01  4.303813      5.226333    
  1968.4 0.5187321E-01 0.3392130E-01  4.664827      5.580667    
  1969.1 0.5109289E-01 0.3376971E-01  4.358972      6.137667    
  1969.2 0.5174027E-01 0.3424592E-01  3.986736      6.240000    
  1969.3 0.4922012E-01 0.3590757E-01  4.055834      7.046667    
  1969.4 0.4773079E-01 0.3581941E-01  4.257528      7.317667    
  1970.1 0.4658769E-01 0.4159508E-01  4.666881      7.262667    
  1970.2 0.4697737E-01 0.4746577E-01  5.136265      6.752333    
  1970.3 0.4685280E-01 0.5169088E-01  5.493502      6.374667    
  1970.4 0.4667472E-01 0.5802797E-01  5.709904      5.358333    
  1971.1 0.4900200E-01 0.5914467E-01  5.220336      3.863333    
  1971.2 0.5322784E-01 0.5907857E-01  4.859720      4.206000    
  1971.3 0.5739082E-01 0.5983336E-01  3.974343      5.050333    
  1971.4 0.5712233E-01 0.5954344E-01  4.093407      4.234333    
  1972.1 0.5909132E-01 0.5768041E-01  4.683545      3.435333    
  1972.2 0.6044942E-01 0.5658509E-01  4.639602      3.748333    
  1972.3 0.6408176E-01 0.5584112E-01  4.277196      4.241333    
  1972.4 0.6672975E-01 0.5304486E-01  3.465389      4.851333    
  1973.1 0.6746516E-01 0.4950510E-01  3.271123      5.639667    
  1973.2 0.6892604E-01 0.4889844E-01  3.846107      6.608333    
  1973.3 0.6728902E-01 0.4793204E-01  4.253613      8.388333    
  1973.4 0.6393674E-01 0.4769321E-01  4.501815      7.461667    
  1974.1 0.6032224E-01 0.5085049E-01  5.633598      7.600333    
  1974.2 0.5742047E-01 0.5161500E-01  6.954054      8.268000    
  1974.3 0.5982509E-01 0.5583721E-01  8.115785      8.286333    
  1974.4 0.5990395E-01 0.6556479E-01  7.306216      7.336000    
  1975.1 0.6165657E-01 0.8217515E-01  6.910139      5.873333    
  1975.2 0.7143717E-01 0.8828988E-01  4.516419      5.400667    
  1975.3 0.7053308E-01 0.8467753E-01  3.699889      6.336667    
  1975.4 0.6380978E-01 0.8259670E-01  5.908131      5.684333    
  1976.1 0.5779590E-01 0.7723461E-01  7.407833      4.953333    
  1976.2 0.5491934E-01 0.7526804E-01  6.992658      5.168667    
  1976.3 0.5693090E-01 0.7700112E-01  6.267453      5.168667    
  1976.4 0.5956531E-01 0.7733424E-01  5.169084      4.698000    
  1977.1 0.5945088E-01 0.7493048E-01  5.146080      4.624000    
  1977.2 0.5873633E-01 0.7104693E-01  5.429636      4.828667    
  1977.3 0.5960096E-01 0.6864221E-01  5.901890      5.472000    
  1977.4 0.5897143E-01 0.6612385E-01  6.357269      6.137000    
  1978.1 0.5989842E-01 0.6326666E-01  6.099951      6.408000    
  1978.2 0.6213192E-01 0.5999476E-01  6.002208      6.481000    
  1978.3 0.6110021E-01 0.6021465E-01  5.793627      7.315333    
  1978.4 0.5900803E-01 0.5883992E-01  5.612592      8.680333    
  1979.1 0.6087309E-01 0.5877879E-01  5.643040      9.357667    
  1979.2 0.6259539E-01 0.5714052E-01  5.751387      9.372333    
  1979.3 0.6322469E-01 0.5868435E-01  5.528623      9.631333    
  1979.4 0.6276912E-01 0.5940129E-01  8.173119      11.80367    
  1980.1 0.5913030E-01 0.6296949E-01  7.546946      13.45867    
  1980.2 0.5671948E-01 0.7323656E-01  7.026926      10.04933    
  1980.3 0.5775988E-01 0.7680771E-01  7.750110      9.235333    
  1980.4 0.5685572E-01 0.7398623E-01  11.41722      13.70967    
  1981.1 0.6070476E-01 0.7426606E-01  10.77463      14.36900    
  1981.2 0.6722887E-01 0.7398937E-01  15.16440      14.82900    
  1981.3 0.7990777E-01 0.7417361E-01  16.37846      15.08733    
  1981.4 0.8887136E-01 0.8241053E-01  15.88311      12.02267    
  1982.1 0.9363604E-01 0.8843563E-01  14.83006      12.89500    
  1982.2 0.9475599E-01 0.9425762E-01  14.02591      12.35900    
  1982.3 0.9632524E-01 0.9942961E-01  13.31475      9.705333    
  1982.4 0.9550853E-01 0.1067659      13.36710      7.935000    
  1983.1 0.9013882E-01 0.1039701      12.94929      8.081333    
  1983.2 0.8358292E-01 0.1010214      12.23625      8.420667    
  1983.3 0.7855955E-01 0.9360138E-01  12.67496      9.186667    
  1983.4 0.7338317E-01 0.8541760E-01  13.71347      8.793333    
  1984.1 0.7194107E-01 0.7871758E-01  13.54229      9.133333    
  1984.2 0.7514691E-01 0.7478733E-01  10.50767      9.843333    
  1984.3 0.6832486E-01 0.7451999E-01  9.132763      10.34333    
  1984.4 0.5691445E-01 0.7283015E-01  11.39340      8.973333    
  1985.1 0.4419447E-01 0.7279936E-01  13.07721      8.183333    
  1985.2 0.3669192E-01 0.7288834E-01  13.12066      7.523333    
  1985.3 0.3472932E-01 0.7210537E-01  12.43670      7.103333    
  1985.4 0.3572035E-01 0.7054201E-01  11.65644      7.146667    
  1986.1 0.3552202E-01 0.7015712E-01  10.95752      6.886667    
  1986.2 0.3264651E-01 0.7180384E-01  10.67130      6.130000    
  1986.3 0.3237115E-01 0.6991001E-01  11.45718      5.533333    
  1986.4 0.3024827E-01 0.6835172E-01  11.91095      5.340000    
  1987.1 0.3151006E-01 0.6620689E-01  12.49780      5.533333    
  1987.2 0.3589555E-01 0.6280795E-01  11.68998      5.733333    
  1987.3 0.4021733E-01 0.6014193E-01  10.77736      6.033333    
  1987.4 0.4433985E-01 0.5868976E-01  10.14939      6.003333    
  1988.1 0.4882373E-01 0.5727587E-01  9.392991      5.760000    
  1988.2 0.5020156E-01 0.5487146E-01  8.578329      6.230000    
  1988.3 0.5286905E-01 0.5492451E-01  8.931067      6.993333    
  1988.4 0.5030495E-01 0.5350265E-01  9.776405      7.703333    
  1989.1 0.5055311E-01 0.5215423E-01  9.135064      8.533333    
  1989.2 0.4667691E-01 0.5244464E-01  8.996654      8.440000    
  1989.3 0.4310163E-01 0.5277223E-01  9.332537      7.850000    
  1989.4 0.4828141E-01 0.5373561E-01  6.577207      7.633333    
  1990.1 0.5113609E-01 0.5300361E-01  5.456334      7.756667    
  1990.2 0.5210914E-01 0.5337414E-01  6.249912      7.766667    
  1990.3 0.5746873E-01 0.5687498E-01  6.562380      7.493333    
  1990.4 0.5892564E-01 0.6113686E-01  6.654248      7.023333    
  1991.1 0.6360606E-01 0.6574073E-01  6.045022      6.053333    
  1991.2 0.6577637E-01 0.6823443E-01  5.551640      5.593333    
  1991.3 0.7019816E-01 0.6853392E-01  5.147806      5.406667    
  1991.4 0.6942795E-01 0.7096660E-01  3.621707      4.583333    
  1992.1 0.7104038E-01 0.7379080E-01  3.594073      3.910000    
  1992.2 0.7044893E-01 0.7594573E-01  3.577708      3.723333    
  1992.3 0.7147701E-01 0.7626478E-01  3.079052      3.130000    
  1992.4 0.7207650E-01 0.7406133E-01  2.006852      3.076667    
  1993.1 0.7019613E-01 0.7149713E-01  2.308502      2.993333    
  1993.2 0.6640946E-01 0.7068857E-01  2.809828      2.983333    
  1993.3 0.6300629E-01 0.6799552E-01  3.054713      3.020000    
  1993.4 0.5809705E-01 0.6619143E-01  3.639599      3.080000    
  1994.1 0.5848613E-01 0.6555817E-01  3.523830      3.250000    
  1994.2 0.5410600E-01 0.6165512E-01  3.729277      4.036667    
  1994.3 0.4893485E-01 0.6001291E-01  4.736081      4.510000    
  1994.4 0.4527521E-01 0.5619378E-01  5.226204      5.283333    
  1995.1 0.4677042E-01 0.5477964E-01  4.273843      5.780000    
  1995.2 0.5005980E-01 0.5674622E-01  3.423274      5.623333    
  1995.3 0.5401231E-01 0.5658385E-01  2.533878      5.380000    
  1995.4 0.5652579E-01 0.5572015E-01  2.120821      5.270000    
  1996.1 0.5882685E-01 0.5545427E-01  1.727816      4.950000    
  1996.2 0.5985558E-01 0.5470120E-01  2.058294      5.040000    
  1996.3 0.6105961E-01 0.5259294E-01  2.580349      5.136667    
  1996.4 0.6183206E-01 0.5310254E-01  3.147814      4.970000    
  1997.1 0.6059981E-01 0.5223738E-01  3.515253      5.063333    
  1997.2 0.5940556E-01 0.4974959E-01  3.302493      5.073333    
  1997.3 0.5836277E-01 0.4858023E-01  3.288624      5.056667    
  1997.4 0.5610621E-01 0.4680572E-01  3.301427      5.086667    
  1998.1 0.5620784E-01 0.4637954E-01  3.346731      5.053333    
  1998.2 0.5376178E-01 0.4414228E-01  3.367270      4.976667    
  1998.3 0.5420727E-01 0.4528502E-01  3.306595      4.823333    
  1998.4 0.5229404E-01 0.4429607E-01  2.822512      4.253333    
  1999.1 0.4902597E-01 0.4284456E-01  3.362248      4.406667    
  1999.2 0.4710368E-01 0.4248440E-01  4.049904      4.453333    
  1999.3 0.4841994E-01 0.4243400E-01  4.263839      4.650000    
  1999.4 0.4751518E-01 0.4077788E-01  4.541954      5.043333    
  2000.1 0.4067874E-01 0.4048765E-01  5.441206      5.520000    
  2000.2 0.3840724E-01 0.3947782E-01  6.127894      5.713333    
  2000.3 0.3877177E-01 0.4030117E-01  6.502046      6.016667    
  2000.4 0.4064613E-01 0.3918419E-01  7.238203      6.016667    
  2001.1 0.4131118E-01 0.4230321E-01  7.538983      4.816667    
  2001.2 0.4217404E-01 0.4411448E-01  7.323760      3.660000    
  2001.3 0.4726789E-01 0.4819249E-01  7.628755      3.170000    
  2001.4 0.5042479E-01 0.5537421E-01  8.442620      1.906667    
  2002.1 0.5259174E-01 0.5705425E-01  8.471858      1.820000    
  2002.2 0.5750688E-01 0.5845793E-01  6.919445      1.716667    
  2002.3 0.6068357E-01 0.5732000E-01  5.741659      1.643333    
  2002.4 0.5925706E-01 0.5851777E-01  6.064462      1.333333    
  2003.1 0.6025266E-01 0.5873963E-01  6.460395      1.156667    
  2003.2 0.6047531E-01 0.6152488E-01  5.936208      1.043333    
  2003.3 0.6040639E-01 0.6107130E-01  5.395893     0.9300000    
  2003.4 0.5755100E-01 0.5820932E-01  5.377336     0.9166667    
  2004.1 0.5503411E-01 0.5687648E-01  5.446636     0.9166667    
  2004.2 0.5237312E-01 0.5595400E-01  5.059988      1.076667    
  2004.3 0.4661268E-01 0.5440757E-01  5.266615      1.486667    
  2004.4 0.4321960E-01 0.5396538E-01  5.742315      2.006667    
  2005.1 0.4052306E-01 0.5292068E-01  5.716074      2.536667    
  2005.2 0.3491183E-01 0.5115378E-01  6.078877      2.863333    
  2005.3 0.2909352E-01 0.4975337E-01  6.718417      3.360000    
  2005.4 0.2918024E-01 0.4964352E-01  6.698980      3.826667    
  2006.1 0.3355858E-01 0.4731667E-01  6.570546      4.393333    
  2006.2 0.2993206E-01 0.4666969E-01  7.235145      4.703333    
  2006.3 0.2277252E-01 0.4655398E-01  8.374512      4.906667    
  2006.4 0.2717776E-01 0.4466963E-01  6.983198      4.903333    
  2007.1 0.2933150E-01 0.4536088E-01  6.455791      4.983333    
  2007.2 0.3419286E-01 0.4507805E-01  6.661167      4.736667    
  2007.3 0.3335820E-01 0.4670151E-01  7.624174      4.303333    
  2007.4 0.3745882E-01 0.4813029E-01  6.930502      3.390000    
  2008.1 0.3974256E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.4410867E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.4935152E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5482190E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6362510E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7347119E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8567924E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9219086E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9814449E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1009823     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1085294     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1100675     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1078369     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1042393     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9842571E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9532055E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9228381E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9136243E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9278491E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9390593E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9317302E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9200000E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9198413E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.8973479E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8512875E-01 0.7353172E-01  1.356986     0.2222305    
  2014.2 0.8259483E-01 0.7371212E-01  1.939800     0.2267692    
  2014.3 0.7943874E-01 0.7344075E-01  2.012211     0.2727381    
  2014.4 0.7669339E-01 0.7270034E-01  2.311808     0.3896289    
  2015.1 0.7072217E-01 0.7163268E-01  2.931970     0.5446822    
  2015.2 0.7078149E-01 0.7041296E-01  3.049821     0.7056998    
  2015.3 0.7180789E-01 0.6919799E-01  3.158067     0.8622789    
  2015.4 0.7339595E-01 0.6810526E-01  3.388851      1.011500    
  2016.1 0.7773658E-01 0.6720077E-01  3.096843      1.148466    
  2016.2 0.7639249E-01 0.6650839E-01  3.499021      1.268463    
  2016.3 0.7666895E-01 0.6602361E-01  3.903840      1.370028    
  2016.4 0.7545354E-01 0.6572500E-01  4.416653      1.454232    
  2017.1 0.7946928E-01 0.6557762E-01  3.866994      1.523254    
  2017.2 0.8346403E-01 0.6554472E-01  2.529698      1.579320    
  2017.3 0.8572721E-01 0.6559437E-01  1.857794      1.624370    
  2017.4 0.8480549E-01 0.6569973E-01  2.044321      1.660170    
  2018.1 0.8471140E-01 0.6583532E-01  2.422555      1.688692    
  2018.2 0.8718638E-01 0.6598118E-01 0.3283895      1.711782    
  2018.3 0.7774831E-01 0.6612472E-01  0.000000      1.730742    
  2018.4 0.6521378E-01 0.6625905E-01  2.672648      1.746369    
  2019.1 0.5477517E-01 0.6637441E-01  4.064997      1.759767    
  2019.2 0.4941470E-01 0.6646188E-01  3.565831      1.772234    
  2019.3 0.5034548E-01 0.6651811E-01  3.478269      1.784603    
  2019.4 0.5020971E-01 0.6654506E-01  3.893045      1.797049    
  2020.1 0.5415151E-01 0.6654177E-01  3.513528      1.809908    
  2020.2 0.5554566E-01 0.6650849E-01  3.609993      1.823601    
  2020.3 0.5538442E-01 0.6644969E-01  4.069167      1.838160    
  2020.4 0.6349669E-01 0.6637212E-01  1.612545      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.210607854677E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     106 IER= 4 F=  0.201755941253E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.87318841646E-06  0.87733833121E-05  0.90518330130E-05

X VALUES

  0.49724551839E+00  0.11427783775E+01 -0.18310068464E+00

MEAN OF DEPENDENT VARIABLE   749999.230258531

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.497245518       0.016822052   29.55915
  2       1.100000000       1.142778378       0.068912381   16.58306
  3      -0.100000000      -0.183100685       0.067553450   -2.71046

SE of equation          =      0.009944846
Sum of squared residuals =  0.201755941E-01  -0.957369219E-02
Sum of ABS residuals     =  0.711118866    
R squared                =    1.00000
Durbin-Watson statistic  =    1.90290

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.229713243737E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     142 IER= 4 F=  0.126319791121E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10196812295E-07  0.51867258075E-06  0.54021041487E-06

X VALUES

  0.68793925142E+00  0.11329648754E+01 -0.18182443994E+00

MEAN OF DEPENDENT VARIABLE   749999.224185013

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.687939251       0.018267015   37.66019
  2       1.100000000       1.132964875       0.069617688   16.27410
  3      -0.100000000      -0.181824440       0.065355455   -2.78209

SE of equation          =      0.007869019
Sum of squared residuals =  0.126319791E-01  -0.139834345    
Sum of ABS residuals     =  0.601657716    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99366

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.256826604877E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.204231721706E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.28932537287E-06 -0.28570839783E-05 -0.44608104724E-05

X VALUES

  0.45775366402E+00  0.12600835395E+01 -0.34023929794E+00

MEAN OF DEPENDENT VARIABLE   749999.248119581

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.457753664       0.023601978   19.39472
  2       1.100000000       1.260083539       0.066778752   18.86953
  3      -0.100000000      -0.340239298       0.063729032   -5.33884

SE of equation          =      0.010313617
Sum of squared residuals =  0.204231722E-01  -0.334253130E-01
Sum of ABS residuals     =  0.790474951    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99414

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.413902688256E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      84 IER= 4 F=  0.342697454133E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.71942461017E-04  0.23576239762E-04  0.27355252948E-04

X VALUES

  0.48175714603E+00  0.10383375139E+01 -0.97765295765E-01

MEAN OF DEPENDENT VARIABLE   749999.251264167

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.481757146       0.012688086   37.96925
  2       1.100000000       1.038337514       0.069599863   14.91867
  3      -0.100000000      -0.097765296       0.065896014   -1.48363

SE of equation          =      0.012961055
Sum of squared residuals =  0.342697454E-01  -0.370146317E-01
Sum of ABS residuals     =   1.03055086    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99987

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.566839742879E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     110 IER= 3 F=  0.566718619968E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.21037598950E-07 -0.12854579419E-06 -0.14260284723E-06

X VALUES

  0.52519964694E+00  0.13874139391E+01 -0.41007362958E+00

MEAN OF DEPENDENT VARIABLE   749999.284803266

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.525199647       0.420762181    1.24821
  2       1.100000000       1.387413939       2.700910185    0.51368
  3      -0.100000000      -0.410073630       2.586575893   -0.15854

SE of equation          =      0.527070437
Sum of squared residuals =   56.6718620        8.12857080    
Sum of ABS residuals     =   9.50777813    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97218

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.160123190674E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.156224981121E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.30940956954E-06 -0.25174275646E-05 -0.43825930237E-05

X VALUES

  0.57070814179E+00  0.59796973323E+00  0.22454843968E+00

MEAN OF DEPENDENT VARIABLE   749999.237543411

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.570708142       0.154497510    3.69396
  2       1.100000000       0.597969733       0.245265779    2.43805
  3      -0.100000000       0.224548440       0.238908527    0.93989

SE of equation          =      0.087510498
Sum of squared residuals =   1.56224981        2.25913861    
Sum of ABS residuals     =   4.44652883    
R squared                =    1.00000
Durbin-Watson statistic  =    1.81073

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.104649343703E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      90 IER= 4 F=  0.892889397236E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.13361900111E-05 -0.10531377709E-04 -0.63135849444E-05

X VALUES

  0.96404939550E+00  0.11911666998E+01 -0.23040721953E+00

MEAN OF DEPENDENT VARIABLE   749999.325863416

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.964049395       0.100111755    9.62973
  2       1.100000000       1.191166700       0.084938021   14.02395
  3      -0.100000000      -0.230407220       0.084736609   -2.71910

SE of equation          =      0.073786500
Sum of squared residuals =  0.892889397        1.49073715    
Sum of ABS residuals     =   5.45748292    
R squared                =    1.00000
Durbin-Watson statistic  =    1.86396

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.318977631443E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      80 IER= 4 F=  0.288912154665E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.86191203339E-05 -0.25410929447E-06 -0.19125410574E-05

X VALUES

  0.56998641908E+00  0.86863918915E+00 -0.12176639481E+00

MEAN OF DEPENDENT VARIABLE   749999.281865087

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.569986419       0.047192621   12.07787
  2       1.100000000       0.868639189       0.100002324    8.68619
  3      -0.100000000      -0.121766395       0.098190492   -1.24010

SE of equation          =      0.037632912
Sum of squared residuals =  0.288912155        1.85285702    
Sum of ABS residuals     =   3.40622418    
R squared                =    1.00000
Durbin-Watson statistic  =    1.64193

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.304848613241E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.232356055841E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.85660590908E-05  0.52341296541E-05 -0.32241941601E-05

X VALUES

  0.71854740750E+00  0.56226021066E+00  0.28058991368E+00

MEAN OF DEPENDENT VARIABLE   749999.257499148

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.718547407       0.065224046   11.01660
  2       1.100000000       0.562260211       0.083623633    6.72370
  3      -0.100000000       0.280589914       0.084050164    3.33836

SE of equation          =      0.037640473
Sum of squared residuals =  0.232356056       0.408631027    
Sum of ABS residuals     =   2.98424651    
R squared                =    1.00000
Durbin-Watson statistic  =    1.83655

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.286221840810E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     116 IER= 4 F=  0.250876847346E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.36463975738E-08 -0.24055765572E-07 -0.28053538708E-07

X VALUES

  0.20993290202E+00  0.94408643874E+00 -0.28820581946E-01

MEAN OF DEPENDENT VARIABLE   749999.276794448

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.209932902       0.083041640    2.52804
  2       1.100000000       0.944086439       0.080585844   11.71529
  3      -0.100000000      -0.028820582       0.081420001   -0.35397

SE of equation          =      0.040102181
Sum of squared residuals =  0.250876847       0.969897530    
Sum of ABS residuals     =   2.95285258    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68597

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.359037592161E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.318686926894E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.42208162018E-05  0.43813684600E-05  0.53670941630E-06

X VALUES

  0.57688241515E+00  0.80008165570E+00 -0.85346276392E-01

MEAN OF DEPENDENT VARIABLE   749999.278601105

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.576882415       0.044635396   12.92433
  2       1.100000000       0.800081656       0.099386628    8.05019
  3      -0.100000000      -0.085346276       0.097356256   -0.87664

SE of equation          =      0.039524560
Sum of squared residuals =  0.318686927        1.41255889    
Sum of ABS residuals     =   3.84886376    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68339

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.708526307434E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.610691966296E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.34347052860E-11  0.36278359823E-11

X VALUES

  0.11414298256E+01 -0.32515581449E+00

MEAN OF DEPENDENT VARIABLE   749999.250329154

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.141429826       0.123751522    9.22356
  2      -0.100000000      -0.325155814       0.116057554   -2.80168

SE of equation          =      0.022944685
Sum of squared residuals =  0.610691966E-01   0.693732895    
Sum of ABS residuals     =   1.21786560    
R squared                =    1.00000
Durbin-Watson statistic  =    1.41234

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.182660041348E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      41 IER= 3 F=  0.175072975997E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.22027344280E-10 -0.21375034341E-10

X VALUES

  0.13293537297E+01 -0.36358122510E+00

MEAN OF DEPENDENT VARIABLE   749999.199285624

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.329353730       0.107174991   12.40358
  2      -0.100000000      -0.363581225       0.106463359   -3.41508

SE of equation          =      0.029295066
Sum of squared residuals =  0.175072976       0.858683537    
Sum of ABS residuals     =   2.80187647    
R squared                =    1.00000
Durbin-Watson statistic  =    1.66475

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4935357E-01 0.5234225E-01 0.4283966      1.083667    
  1954.2 0.5267622E-01 0.5783462E-01 0.6035586     0.8143333    
  1954.3 0.5366152E-01 0.5970489E-01  1.565325     0.8696667    
  1954.4 0.6016405E-01 0.5361334E-01  0.000000      1.036333    
  1955.1 0.7013074E-01 0.4710636E-01  0.000000      1.256333    
  1955.2 0.7150512E-01 0.4380454E-01 0.6630353      1.614333    
  1955.3 0.6163064E-01 0.4109694E-01  1.561442      1.861333    
  1955.4 0.5704937E-01 0.4208878E-01  1.114660      2.349333    
  1956.1 0.4919472E-01 0.4031458E-01  1.922398      2.379333    
  1956.2 0.4121813E-01 0.4190614E-01  3.366212      2.596667    
  1956.3 0.3178807E-01 0.4128671E-01  4.627024      2.596667    
  1956.4 0.2053745E-01 0.4100540E-01  5.726314      3.063667    
  1957.1 0.7032965E-02 0.3946671E-01  6.529066      3.171667    
  1957.2-0.9856053E-04 0.4062513E-01  7.545687      3.157000    
  1957.3 0.1641492E-02 0.4207225E-01  7.661970      3.382333    
  1957.4 0.5410705E-02 0.4923487E-01  7.105361      3.343333    
  1958.1 0.7009525E-02 0.6275076E-01  7.852321      1.838000    
  1958.2 0.9602116E-02 0.7359928E-01  8.563652      1.017667    
  1958.3 0.8609388E-02 0.7309055E-01  8.806013      1.710667    
  1958.4 0.6979576E-02 0.6352766E-01  9.024161      2.787667    
  1959.1 0.9161829E-02 0.5798631E-01  8.551550      2.800333    
  1959.2 0.1332266E-01 0.5104500E-01  8.212731      3.019333    
  1959.3 0.3054415E-01 0.5287044E-01  6.758434      3.533000    
  1959.4 0.3917941E-01 0.5592834E-01  5.560334      4.299333    
  1960.1 0.4648466E-01 0.5159512E-01  5.063333      3.943000    
  1960.2 0.5004398E-01 0.5225835E-01  4.406863      3.092333    
  1960.3 0.5475917E-01 0.5549938E-01  3.691173      2.390333    
  1960.4 0.5940665E-01 0.6251647E-01  2.347096      2.360667    
  1961.1 0.6073311E-01 0.6773354E-01  1.761037      2.376667    
  1961.2 0.5875554E-01 0.6971717E-01  2.235860      2.324667    
  1961.3 0.5222085E-01 0.6749309E-01  3.058641      2.324667    
  1961.4 0.4721392E-01 0.6171891E-01  3.652258      2.475000    
  1962.1 0.3867606E-01 0.5614436E-01  3.931908      2.739000    
  1962.2 0.3167816E-01 0.5482584E-01  4.569432      2.716000    
  1962.3 0.2879462E-01 0.5539051E-01  5.145280      2.858000    
  1962.4 0.3221988E-01 0.5505923E-01  5.017482      2.803333    
  1963.1 0.4132642E-01 0.5779253E-01  4.102220      2.909000    
  1963.2 0.4466587E-01 0.5680856E-01  4.051007      2.941333    
  1963.3 0.4490604E-01 0.5493742E-01  5.135499      3.280667    
  1963.4 0.4338995E-01 0.5572673E-01  5.644222      3.499333    
  1964.1 0.4680857E-01 0.5457706E-01  5.812280      3.538000    
  1964.2 0.5002325E-01 0.5220257E-01  5.230630      3.481333    
  1964.3 0.5253373E-01 0.4989598E-01  4.015000      3.504000    
  1964.4 0.6128384E-01 0.4953597E-01  3.526485      3.685000    
  1965.1 0.6528401E-01 0.4871666E-01  3.427154      3.899667    
  1965.2 0.6583555E-01 0.4655354E-01  3.341214      3.879000    
  1965.3 0.6022534E-01 0.4351989E-01  3.719094      3.859667    
  1965.4 0.5660402E-01 0.4102298E-01  4.322120      4.158667    
  1966.1 0.5062079E-01 0.3848268E-01  5.731056      4.630667    
  1966.2 0.4761893E-01 0.3807639E-01  5.859585      4.597333    
  1966.3 0.4601778E-01 0.3750700E-01  4.740080      5.047667    
  1966.4 0.5214170E-01 0.3683286E-01  4.236679      5.246000    
  1967.1 0.5096924E-01 0.3809930E-01  4.619923      4.533667    
  1967.2 0.5249571E-01 0.3806934E-01  5.090093      3.657333    
  1967.3 0.5505787E-01 0.3784696E-01  4.917605      4.344667    
  1967.4 0.5726475E-01 0.3915978E-01  4.697006      4.787333    
  1968.1 0.5918093E-01 0.3728355E-01  4.528686      5.064667    
  1968.2 0.6079803E-01 0.3537721E-01  3.899514      5.510000    
  1968.3 0.6060935E-01 0.3510557E-01  3.913621      5.226333    
  1968.4 0.5845594E-01 0.3392130E-01  4.654014      5.580667    
  1969.1 0.5600503E-01 0.3376971E-01  4.671727      6.137667    
  1969.2 0.4996022E-01 0.3424592E-01  5.145375      6.240000    
  1969.3 0.4501508E-01 0.3590757E-01  6.022116      7.046667    
  1969.4 0.5011189E-01 0.3581941E-01  3.810026      7.317667    
  1970.1 0.5355430E-01 0.4159508E-01  2.982057      7.262667    
  1970.2 0.5919706E-01 0.4746577E-01  3.614552      6.752333    
  1970.3 0.6202592E-01 0.5169088E-01  5.211063      6.374667    
  1970.4 0.6279056E-01 0.5802797E-01  4.015547      5.358333    
  1971.1 0.6473320E-01 0.5914467E-01  2.906796      3.863333    
  1971.2 0.6386059E-01 0.5907857E-01  2.768934      4.206000    
  1971.3 0.6451042E-01 0.5983336E-01  2.911431      5.050333    
  1971.4 0.6439548E-01 0.5954344E-01  2.387406      4.234333    
  1972.1 0.6090248E-01 0.5768041E-01  2.813899      3.435333    
  1972.2 0.6352566E-01 0.5658509E-01  3.196144      3.748333    
  1972.3 0.6358566E-01 0.5584112E-01  2.952107      4.241333    
  1972.4 0.6378863E-01 0.5304486E-01  3.017636      4.851333    
  1973.1 0.6241949E-01 0.4950510E-01  3.540933      5.639667    
  1973.2 0.6612436E-01 0.4889844E-01  3.630936      6.608333    
  1973.3 0.6797266E-01 0.4793204E-01  3.150750      8.388333    
  1973.4 0.7001727E-01 0.4769321E-01  3.065396      7.461667    
  1974.1 0.6888627E-01 0.5085049E-01  3.477301      7.600333    
  1974.2 0.6772343E-01 0.5161500E-01  3.715594      8.268000    
  1974.3 0.6694280E-01 0.5583721E-01  4.047083      8.286333    
  1974.4 0.6495172E-01 0.6556479E-01  4.479552      7.336000    
  1975.1 0.6378746E-01 0.8217515E-01  4.494692      5.873333    
  1975.2 0.6393109E-01 0.8828988E-01  4.534947      5.400667    
  1975.3 0.6525108E-01 0.8467753E-01  4.402816      6.336667    
  1975.4 0.6229448E-01 0.8259670E-01  4.574375      5.684333    
  1976.1 0.6220061E-01 0.7723461E-01  5.601371      4.953333    
  1976.2 0.6556389E-01 0.7526804E-01  5.913629      5.168667    
  1976.3 0.6799036E-01 0.7700112E-01  5.711222      5.168667    
  1976.4 0.6967386E-01 0.7733424E-01  5.673580      4.698000    
  1977.1 0.6983602E-01 0.7493048E-01  6.570381      4.624000    
  1977.2 0.7115490E-01 0.7104693E-01  7.617161      4.828667    
  1977.3 0.7440336E-01 0.6864221E-01  8.115979      5.472000    
  1977.4 0.7525759E-01 0.6612385E-01  7.007704      6.137000    
  1978.1 0.7577155E-01 0.6326666E-01  6.221690      6.408000    
  1978.2 0.7345528E-01 0.5999476E-01  6.282343      6.481000    
  1978.3 0.7311216E-01 0.6021465E-01  7.259640      7.315333    
  1978.4 0.7024652E-01 0.5883992E-01  8.576566      8.680333    
  1979.1 0.6798362E-01 0.5877879E-01  8.556512      9.357667    
  1979.2 0.6900459E-01 0.5714052E-01  7.976208      9.372333    
  1979.3 0.6532410E-01 0.5868435E-01  7.955906      9.631333    
  1979.4 0.6408741E-01 0.5940129E-01  10.87807      11.80367    
  1980.1 0.6284761E-01 0.6296949E-01  10.59676      13.45867    
  1980.2 0.5858950E-01 0.7323656E-01  10.41204      10.04933    
  1980.3 0.6174720E-01 0.7680771E-01  12.24513      9.235333    
  1980.4 0.6888440E-01 0.7398623E-01  16.00788      13.70967    
  1981.1 0.8131335E-01 0.7426606E-01  13.42634      14.36900    
  1981.2 0.9238001E-01 0.7398937E-01  9.716571      14.82900    
  1981.3 0.1010907     0.7417361E-01  9.106639      15.08733    
  1981.4 0.1044172     0.8241053E-01  10.96527      12.02267    
  1982.1 0.1055460     0.8843563E-01  14.74029      12.89500    
  1982.2 0.1045914     0.9425762E-01  8.154807      12.35900    
  1982.3 0.1045530     0.9942961E-01  3.544420      9.705333    
  1982.4 0.1039332     0.1067659      3.211187      7.935000    
  1983.1 0.9415714E-01 0.1039701      4.627356      8.081333    
  1983.2 0.8591816E-01 0.1010214      5.834058      8.420667    
  1983.3 0.7533710E-01 0.9360138E-01  6.239344      9.186667    
  1983.4 0.6724056E-01 0.8541760E-01  6.280043      8.793333    
  1984.1 0.6282488E-01 0.7871758E-01  6.564333      9.133333    
  1984.2 0.6338361E-01 0.7478733E-01  6.459089      9.843333    
  1984.3 0.6249984E-01 0.7451999E-01  5.886617      10.34333    
  1984.4 0.6346896E-01 0.7283015E-01  5.422536      8.973333    
  1985.1 0.6408037E-01 0.7279936E-01  6.268742      8.183333    
  1985.2 0.6701285E-01 0.7288834E-01  6.941514      7.523333    
  1985.3 0.6606225E-01 0.7210537E-01  8.079351      7.103333    
  1985.4 0.6594793E-01 0.7054201E-01  6.714382      7.146667    
  1986.1 0.6563483E-01 0.7015712E-01  6.336345      6.886667    
  1986.2 0.6498033E-01 0.7180384E-01  7.378083      6.130000    
  1986.3 0.6647186E-01 0.6991001E-01  8.740543      5.533333    
  1986.4 0.6537280E-01 0.6835172E-01  7.874657      5.340000    
  1987.1 0.6889340E-01 0.6620689E-01  6.295842      5.533333    
  1987.2 0.7239355E-01 0.6280795E-01  5.310043      5.733333    
  1987.3 0.7902418E-01 0.6014193E-01  4.967398      6.033333    
  1987.4 0.8103106E-01 0.5868976E-01  4.744644      6.003333    
  1988.1 0.8395659E-01 0.5727587E-01  3.204179      5.760000    
  1988.2 0.8434511E-01 0.5487146E-01  1.526821      6.230000    
  1988.3 0.8495161E-01 0.5492451E-01  1.034162      6.993333    
  1988.4 0.8468668E-01 0.5350265E-01 0.1864259E-02  7.703333    
  1989.1 0.8180577E-01 0.5215423E-01 0.2957067      8.533333    
  1989.2 0.7289329E-01 0.5244464E-01  2.077258      8.440000    
  1989.3 0.6649024E-01 0.5277223E-01  3.293027      7.850000    
  1989.4 0.5952768E-01 0.5373561E-01  4.233423      7.633333    
  1990.1 0.6046121E-01 0.5300361E-01  3.690528      7.756667    
  1990.2 0.5838765E-01 0.5337414E-01  3.613577      7.766667    
  1990.3 0.5825278E-01 0.5687498E-01  4.155547      7.493333    
  1990.4 0.6793992E-01 0.6113686E-01  1.616869      7.023333    
  1991.1 0.7541339E-01 0.6574073E-01 0.1652235      6.053333    
  1991.2 0.8243662E-01 0.6823443E-01  0.000000      5.593333    
  1991.3 0.8810539E-01 0.6853392E-01  0.000000      5.406667    
  1991.4 0.9069952E-01 0.7096660E-01  0.000000      4.583333    
  1992.1 0.9073130E-01 0.7379080E-01  0.000000      3.910000    
  1992.2 0.9189167E-01 0.7594573E-01  0.000000      3.723333    
  1992.3 0.9468426E-01 0.7626478E-01  0.000000      3.130000    
  1992.4 0.9622081E-01 0.7406133E-01  0.000000      3.076667    
  1993.1 0.9662154E-01 0.7149713E-01 0.6030612      2.993333    
  1993.2 0.9507958E-01 0.7068857E-01 0.3780148      2.983333    
  1993.3 0.9344099E-01 0.6799552E-01  0.000000      3.020000    
  1993.4 0.9615049E-01 0.6619143E-01  0.000000      3.080000    
  1994.1 0.1008709     0.6555817E-01  0.000000      3.250000    
  1994.2 0.9702390E-01 0.6165512E-01 0.2581202      4.036667    
  1994.3 0.8569342E-01 0.6001291E-01 0.9631678      4.510000    
  1994.4 0.7885615E-01 0.5619378E-01 0.5768264      5.283333    
  1995.1 0.7239031E-01 0.5477964E-01 0.5253120      5.780000    
  1995.2 0.6677832E-01 0.5674622E-01 0.7181745      5.623333    
  1995.3 0.6635041E-01 0.5658385E-01  1.728143      5.380000    
  1995.4 0.6623584E-01 0.5572015E-01  3.001398      5.270000    
  1996.1 0.7260193E-01 0.5545427E-01  2.544233      4.950000    
  1996.2 0.7296575E-01 0.5470120E-01  2.255929      5.040000    
  1996.3 0.6747255E-01 0.5259294E-01  2.636010      5.136667    
  1996.4 0.6734485E-01 0.5310254E-01  1.794897      4.970000    
  1997.1 0.6990253E-01 0.5223738E-01 0.9727411      5.063333    
  1997.2 0.7064129E-01 0.4974959E-01 0.7622673      5.073333    
  1997.3 0.6925455E-01 0.4858023E-01  1.068684      5.056667    
  1997.4 0.7107171E-01 0.4680572E-01 0.5362675      5.086667    
  1998.1 0.7057931E-01 0.4637954E-01  0.000000      5.053333    
  1998.2 0.7112186E-01 0.4414228E-01 0.1704248E-01  4.976667    
  1998.3 0.6803548E-01 0.4528502E-01 0.3576232      4.823333    
  1998.4 0.6521120E-01 0.4429607E-01 0.3404150      4.253333    
  1999.1 0.6238758E-01 0.4284456E-01 0.5623348E-01  4.406667    
  1999.2 0.5992154E-01 0.4248440E-01  0.000000      4.453333    
  1999.3 0.6021477E-01 0.4243400E-01  0.000000      4.650000    
  1999.4 0.6420101E-01 0.4077788E-01  0.000000      5.043333    
  2000.1 0.6090662E-01 0.4048765E-01 0.7439847      5.520000    
  2000.2 0.6142041E-01 0.3947782E-01 0.6569801      5.713333    
  2000.3 0.6511209E-01 0.4030117E-01 0.3310201      6.016667    
  2000.4 0.6619621E-01 0.3918419E-01 0.5115501      6.016667    
  2001.1 0.6829342E-01 0.4230321E-01 0.8153659      4.816667    
  2001.2 0.6432004E-01 0.4411448E-01  1.846637      3.660000    
  2001.3 0.6001941E-01 0.4819249E-01  3.179429      3.170000    
  2001.4 0.5697747E-01 0.5537421E-01  3.519124      1.906667    
  2002.1 0.5509844E-01 0.5705425E-01  4.752754      1.820000    
  2002.2 0.5417780E-01 0.5845793E-01  5.110722      1.716667    
  2002.3 0.5716191E-01 0.5732000E-01  4.185602      1.643333    
  2002.4 0.6520873E-01 0.5851777E-01  3.337560      1.333333    
  2003.1 0.7695130E-01 0.5873963E-01  2.454521      1.156667    
  2003.2 0.8642209E-01 0.6152488E-01 0.9841635      1.043333    
  2003.3 0.9175192E-01 0.6107130E-01 0.2654717     0.9300000    
  2003.4 0.9162559E-01 0.5820932E-01 0.3935909     0.9166667    
  2004.1 0.9164260E-01 0.5687648E-01 0.7269077     0.9166667    
  2004.2 0.8872166E-01 0.5595400E-01 0.4252435      1.076667    
  2004.3 0.8216181E-01 0.5440757E-01 0.7235450      1.486667    
  2004.4 0.7747363E-01 0.5396538E-01  1.392898      2.006667    
  2005.1 0.7396140E-01 0.5292068E-01  2.376350      2.536667    
  2005.2 0.6565381E-01 0.5115378E-01  3.244963      2.863333    
  2005.3 0.6235361E-01 0.4975337E-01  3.834084      3.360000    
  2005.4 0.5695236E-01 0.4964352E-01  2.983497      3.826667    
  2006.1 0.5363376E-01 0.4731667E-01  3.496821      4.393333    
  2006.2 0.5484378E-01 0.4666969E-01  4.278167      4.703333    
  2006.3 0.5508954E-01 0.4655398E-01  5.427364      4.906667    
  2006.4 0.5668587E-01 0.4466963E-01  4.752744      4.903333    
  2007.1 0.5748349E-01 0.4536088E-01  4.241601      4.983333    
  2007.2 0.5858760E-01 0.4507805E-01  4.189198      4.736667    
  2007.3 0.5997470E-01 0.4670151E-01  3.990659      4.303333    
  2007.4 0.5986015E-01 0.4813029E-01  4.001932      3.390000    
  2008.1 0.6124920E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.6155336E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6474426E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.7330333E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8059039E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9202887E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9250886E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8860137E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8654921E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8363608E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.8884597E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9050443E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9154693E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9290905E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9540483E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9662928E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9836038E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9930893E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1002862     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1063766     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1071869     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1086483     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1101410     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1096392     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1071368     0.7353172E-01 0.4029230     0.2222305    
  2014.2 0.1082183     0.7371212E-01 0.2626929     0.2267692    
  2014.3 0.1083665     0.7344075E-01 0.7616940     0.2727381    
  2014.4 0.1057659     0.7270034E-01 0.3978835     0.3896289    
  2015.1 0.1017034     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1009867     0.7041296E-01  0.000000     0.7056998    
  2015.3 0.9830979E-01 0.6919799E-01  0.000000     0.8622789    
  2015.4 0.9589562E-01 0.6810526E-01  0.000000      1.011500    
  2016.1 0.9437247E-01 0.6720077E-01  0.000000      1.148466    
  2016.2 0.9278916E-01 0.6650839E-01 0.1948509E-02  1.268463    
  2016.3 0.8942337E-01 0.6602361E-01 0.1811976      1.370028    
  2016.4 0.8927276E-01 0.6572500E-01  0.000000      1.454232    
  2017.1 0.8836195E-01 0.6557762E-01  0.000000      1.523254    
  2017.2 0.8712342E-01 0.6554472E-01  0.000000      1.579320    
  2017.3 0.8859571E-01 0.6559437E-01 0.1924391      1.624370    
  2017.4 0.8813617E-01 0.6569973E-01 0.4110687      1.660170    
  2018.1 0.8468428E-01 0.6583532E-01 0.3711393      1.688692    
  2018.2 0.8318378E-01 0.6598118E-01 0.5846979      1.711782    
  2018.3 0.8067433E-01 0.6612472E-01  1.013542      1.730742    
  2018.4 0.8078673E-01 0.6625905E-01  1.160138      1.746369    
  2019.1 0.8502102E-01 0.6637441E-01 0.9836633      1.759767    
  2019.2 0.8062627E-01 0.6646188E-01  1.584399      1.772234    
  2019.3 0.7186351E-01 0.6651811E-01  2.593816      1.784603    
  2019.4 0.7011603E-01 0.6654506E-01  1.950580      1.797049    
  2020.1 0.6817389E-01 0.6654177E-01  1.091864      1.809908    
  2020.2 0.6986651E-01 0.6650849E-01  1.226884      1.823601    
  2020.3 0.6965266E-01 0.6644969E-01  1.527614      1.838160    
  2020.4 0.7023187E-01 0.6637212E-01  1.367673      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.263450660297E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     109 IER= 4 F=  0.239084705287E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.31985607204E-08 -0.20962963359E-07 -0.49865593607E-08

X VALUES

  0.49760155329E+00  0.99355597548E+00 -0.10683070024E+00

MEAN OF DEPENDENT VARIABLE   749999.213561091

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.497601553       0.020866806   23.84656
  2       1.100000000       0.993555975       0.069664961   14.26192
  3      -0.100000000      -0.106830700       0.066740163   -1.60070

SE of equation          =      0.010825820
Sum of squared residuals =  0.239084705E-01  -0.813640394E-01
Sum of ABS residuals     =  0.841208257    
R squared                =    1.00000
Durbin-Watson statistic  =    2.00000

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.214423355903E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     116 IER= 4 F=  0.129118453402E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.12363142347E-05  0.69831330015E-06  0.70888084453E-06

X VALUES

  0.66181056396E+00  0.10730929003E+01 -0.12158498981E+00

MEAN OF DEPENDENT VARIABLE   749999.244321051

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.661810564       0.018060124   36.64485
  2       1.100000000       1.073092900       0.070451702   15.23161
  3      -0.100000000      -0.121584990       0.066521446   -1.82776

SE of equation          =      0.007955712
Sum of squared residuals =  0.129118453E-01   0.422315305E-02
Sum of ABS residuals     =  0.614290128    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97793

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.656332512001E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 4 F=  0.551399693644E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.33512213948E-06 -0.53674574917E-07 -0.14827001279E-06

X VALUES

  0.49500250865E+00  0.11726689126E+01 -0.30128182382E+00

MEAN OF DEPENDENT VARIABLE   749999.253597246

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.495002509       0.030751030   16.09710
  2       1.100000000       1.172668913       0.067811238   17.29314
  3      -0.100000000      -0.301281824       0.064649041   -4.66027

SE of equation          =      0.016946603
Sum of squared residuals =  0.551399694E-01   0.150975771    
Sum of ABS residuals     =   1.22096151    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99372

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.467946854552E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     118 IER= 4 F=  0.376191841543E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.23329235779E-08  0.62077249909E-08  0.24786911792E-08

X VALUES

  0.55887735707E+00  0.10364425430E+01 -0.93430544154E-01

MEAN OF DEPENDENT VARIABLE   749999.255894320

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.558877357       0.016938588   32.99433
  2       1.100000000       1.036442543       0.071168432   14.56323
  3      -0.100000000      -0.093430544       0.067472179   -1.38473

SE of equation          =      0.013579682
Sum of squared residuals =  0.376191842E-01   0.992051123E-01
Sum of ABS residuals     =   1.16777789    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97692

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.420227509448E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 4 F=  0.420080741580E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.13334192632E-05  0.20510249506E-04  0.21942423116E-04

X VALUES

  0.54773988187E+00  0.13548832610E+01 -0.38536833668E+00

MEAN OF DEPENDENT VARIABLE   749999.249237234

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.547739882       0.327519706    1.67239
  2       1.100000000       1.354883261       1.857091515    0.72957
  3      -0.100000000      -0.385368337       1.778580037   -0.21667

SE of equation          =      0.453786219
Sum of squared residuals =   42.0080742        7.06292038    
Sum of ABS residuals     =   8.89868995    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96618

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.183681002469E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      83 IER= 3 F=  0.179112667889E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.71549423356E-07 -0.34923955198E-07 -0.44332458104E-07

X VALUES

  0.46944735278E+00  0.85345881855E+00 -0.10490562556E+00

MEAN OF DEPENDENT VARIABLE   749999.227819282

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.469447353       0.135348371    3.46844
  2       1.100000000       0.853458819       0.189077525    4.51380
  3      -0.100000000      -0.104905626       0.180838387   -0.58011

SE of equation          =      0.093701829
Sum of squared residuals =   1.79112668        2.08090021    
Sum of ABS residuals     =   4.91462686    
R squared                =    1.00000
Durbin-Watson statistic  =    1.88424

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.688221877338E+00

TERMINATION. ITERS=    4 FUNCTION EVALS=      62 IER= 4 F=  0.679984168101E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.23805402725E-04  0.57490409060E-03  0.57677032000E-03

X VALUES

  0.57678347600E+00  0.10680677893E+01 -0.83457428180E-01

MEAN OF DEPENDENT VARIABLE   749999.417313247

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.576783476       0.092011056    6.26863
  2       1.100000000       1.068067789       0.082539516   12.94008
  3      -0.100000000      -0.083457428       0.082235336   -1.01486

SE of equation          =      0.064391342
Sum of squared residuals =  0.679984168        1.35679646    
Sum of ABS residuals     =   4.58339129    
R squared                =    1.00000
Durbin-Watson statistic  =    1.84844

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.348271861437E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.312553529591E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.83534965479E-05  0.33494992671E-04  0.24523208021E-04

X VALUES

  0.46245612065E+00  0.84691186478E+00 -0.19705856591E+00

MEAN OF DEPENDENT VARIABLE   749999.276418099

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.462456121       0.043031190   10.74700
  2       1.100000000       0.846911865       0.108239987    7.82439
  3      -0.100000000      -0.197058566       0.104789641   -1.88052

SE of equation          =      0.039142370
Sum of squared residuals =  0.312553530        1.35414432    
Sum of ABS residuals     =   3.63773920    
R squared                =    1.00000
Durbin-Watson statistic  =    1.67060

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.927086030678E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      79 IER= 4 F=  0.811997809999E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.18506724562E-04 -0.22070774801E-03 -0.15244404925E-03

X VALUES

  0.85249586564E+00  0.10032775408E+01 -0.20342750150E+00

MEAN OF DEPENDENT VARIABLE   749999.268609913

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.852495866       0.151617156    5.62269
  2       1.100000000       1.003277541       0.078664402   12.75390
  3      -0.100000000      -0.203427502       0.079666416   -2.55349

SE of equation          =      0.070364808
Sum of squared residuals =  0.811997810       0.849880767    
Sum of ABS residuals     =   4.58592862    
R squared                =    1.00000
Durbin-Watson statistic  =    1.87635

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.308285558908E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.276835470964E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.50637226985E-07 -0.19397560740E-06 -0.22990435116E-06

X VALUES

  0.21186726299E+00  0.87228427410E+00  0.56372157657E-01

MEAN OF DEPENDENT VARIABLE   749999.273812129

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.211867263       0.112721895    1.87956
  2       1.100000000       0.872284274       0.076981367   11.33111
  3      -0.100000000       0.056372158       0.077005345    0.73206

SE of equation          =      0.042125839
Sum of squared residuals =  0.276835471       0.849506010    
Sum of ABS residuals     =   2.91924318    
R squared                =    1.00000
Durbin-Watson statistic  =    1.80286

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.480978947559E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     107 IER= 4 F=  0.392410593967E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.23937473519E-04  0.12187548567E-05  0.18065166689E-05

X VALUES

  0.44658205844E+00  0.92080160520E+00 -0.41231542897E+00

MEAN OF DEPENDENT VARIABLE   749999.278240471

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.446582058       0.038620913   11.56322
  2       1.100000000       0.920801605       0.087601422   10.51126
  3      -0.100000000      -0.412315429       0.084216806   -4.89588

SE of equation          =      0.043858652
Sum of squared residuals =  0.392410594        1.42493263    
Sum of ABS residuals     =   4.15657106    
R squared                =    1.00000
Durbin-Watson statistic  =    1.76950

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.786313113153E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.774735932150E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.52664148704E-11  0.53893023746E-11

X VALUES

  0.11594655540E+01 -0.20600496084E+00

MEAN OF DEPENDENT VARIABLE   749999.280555619

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.159465554       0.144353962    8.03210
  2      -0.100000000      -0.206004961       0.143278979   -1.43779

SE of equation          =      0.025843293
Sum of squared residuals =  0.774735932E-01   0.949211504    
Sum of ABS residuals     =   1.20663265    
R squared                =    1.00000
Durbin-Watson statistic  =    1.44703

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.402599092736E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.394046122117E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.43728087270E-11  0.45356875694E-11

X VALUES

  0.10790428187E+01 -0.12238751101E+00

MEAN OF DEPENDENT VARIABLE   749999.299590325

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.079042819       0.087839009   12.28432
  2      -0.100000000      -0.122387511       0.086805581   -1.40990

SE of equation          =      0.043949956
Sum of squared residuals =  0.394046122        1.79098814    
Sum of ABS residuals     =   3.99836001    
R squared                =    1.00000
Durbin-Watson statistic  =    1.74377

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4956599E-01 0.5234225E-01  1.092329      1.083667    
  1954.2 0.5928401E-01 0.5783462E-01 0.9142714     0.8143333    
  1954.3 0.6433376E-01 0.5970489E-01  2.008409     0.8696667    
  1954.4 0.6672184E-01 0.5361334E-01 0.7750770      1.036333    
  1955.1 0.6599794E-01 0.4710636E-01 0.4714929      1.256333    
  1955.2 0.6371831E-01 0.4380454E-01  1.254523      1.614333    
  1955.3 0.5564518E-01 0.4109694E-01  2.262181      1.861333    
  1955.4 0.4588917E-01 0.4208878E-01  3.261241      2.349333    
  1956.1 0.4508384E-01 0.4031458E-01  3.454714      2.379333    
  1956.2 0.3786830E-01 0.4190614E-01  4.177921      2.596667    
  1956.3 0.3252378E-01 0.4128671E-01  5.686634      2.596667    
  1956.4 0.2602438E-01 0.4100540E-01  6.554675      3.063667    
  1957.1 0.2516390E-01 0.3946671E-01  6.679284      3.171667    
  1957.2 0.3639737E-01 0.4062513E-01  4.043146      3.157000    
  1957.3 0.3598215E-01 0.4207225E-01  2.858399      3.382333    
  1957.4 0.3114822E-01 0.4923487E-01  5.142045      3.343333    
  1958.1 0.2672198E-01 0.6275076E-01  6.972525      1.838000    
  1958.2 0.2474490E-01 0.7359928E-01  6.733219      1.017667    
  1958.3 0.2345959E-01 0.7309055E-01  6.488480      1.710667    
  1958.4 0.2154505E-01 0.6352766E-01  7.049758      2.787667    
  1959.1 0.2257265E-01 0.5798631E-01  7.265505      2.800333    
  1959.2 0.2135570E-01 0.5104500E-01  7.379126      3.019333    
  1959.3 0.3600278E-01 0.5287044E-01  6.182267      3.533000    
  1959.4 0.4394435E-01 0.5592834E-01  4.878309      4.299333    
  1960.1 0.4698780E-01 0.5159512E-01  4.623448      3.943000    
  1960.2 0.4732206E-01 0.5225835E-01  5.011161      3.092333    
  1960.3 0.4828861E-01 0.5549938E-01  5.432417      2.390333    
  1960.4 0.4901190E-01 0.6251647E-01  5.743165      2.360667    
  1961.1 0.4562188E-01 0.6773354E-01  5.330640      2.376667    
  1961.2 0.4440071E-01 0.6971717E-01  5.080549      2.324667    
  1961.3 0.4584559E-01 0.6749309E-01  4.649127      2.324667    
  1961.4 0.4487768E-01 0.6171891E-01  4.449896      2.475000    
  1962.1 0.4308036E-01 0.5614436E-01  5.321383      2.739000    
  1962.2 0.4235980E-01 0.5482584E-01  5.450361      2.716000    
  1962.3 0.4119880E-01 0.5539051E-01  4.477388      2.858000    
  1962.4 0.4738178E-01 0.5505923E-01  3.951464      2.803333    
  1963.1 0.4728551E-01 0.5779253E-01  3.979853      2.909000    
  1963.2 0.4684999E-01 0.5680856E-01  4.651620      2.941333    
  1963.3 0.4488886E-01 0.5493742E-01  5.581064      3.280667    
  1963.4 0.4416431E-01 0.5572673E-01  6.370568      3.499333    
  1964.1 0.4928987E-01 0.5457706E-01  5.659273      3.538000    
  1964.2 0.4978749E-01 0.5220257E-01  5.239560      3.481333    
  1964.3 0.5016267E-01 0.4989598E-01  5.903286      3.504000    
  1964.4 0.4913913E-01 0.4953597E-01  6.358717      3.685000    
  1965.1 0.5642674E-01 0.4871666E-01  5.256208      3.899667    
  1965.2 0.5809847E-01 0.4655354E-01  4.715115      3.879000    
  1965.3 0.5640361E-01 0.4351989E-01  5.304491      3.859667    
  1965.4 0.6135714E-01 0.4102298E-01  3.171727      4.158667    
  1966.1 0.6825501E-01 0.3848268E-01  1.756993      4.630667    
  1966.2 0.6922115E-01 0.3807639E-01  2.052603      4.597333    
  1966.3 0.6846182E-01 0.3750700E-01  3.180818      5.047667    
  1966.4 0.6548701E-01 0.3683286E-01  3.606208      5.246000    
  1967.1 0.6320473E-01 0.3809930E-01  4.154663      4.533667    
  1967.2 0.6267876E-01 0.3806934E-01  4.324205      3.657333    
  1967.3 0.6204827E-01 0.3784696E-01  4.227258      4.344667    
  1967.4 0.6111659E-01 0.3915978E-01  4.538629      4.787333    
  1968.1 0.5754482E-01 0.3728355E-01  4.639941      5.064667    
  1968.2 0.5246908E-01 0.3537721E-01  4.502188      5.510000    
  1968.3 0.4986212E-01 0.3510557E-01  5.434957      5.226333    
  1968.4 0.4705890E-01 0.3392130E-01  7.246393      5.580667    
  1969.1 0.4521462E-01 0.3376971E-01  7.704238      6.137667    
  1969.2 0.4338199E-01 0.3424592E-01  7.154700      6.240000    
  1969.3 0.4605905E-01 0.3590757E-01  6.796597      7.046667    
  1969.4 0.4615916E-01 0.3581941E-01  5.733938      7.317667    
  1970.1 0.4953988E-01 0.4159508E-01  5.748976      7.262667    
  1970.2 0.5037337E-01 0.4746577E-01  5.995381      6.752333    
  1970.3 0.4900866E-01 0.5169088E-01  6.233251      6.374667    
  1970.4 0.4621283E-01 0.5802797E-01  6.740756      5.358333    
  1971.1 0.4355384E-01 0.5914467E-01  7.072623      3.863333    
  1971.2 0.4307361E-01 0.5907857E-01  7.580492      4.206000    
  1971.3 0.4011042E-01 0.5983336E-01  9.055131      5.050333    
  1971.4 0.3773602E-01 0.5954344E-01  8.174238      4.234333    
  1972.1 0.3781429E-01 0.5768041E-01  8.919136      3.435333    
  1972.2 0.4209804E-01 0.5658509E-01  9.727309      3.748333    
  1972.3 0.4664106E-01 0.5584112E-01  9.745894      4.241333    
  1972.4 0.5114103E-01 0.5304486E-01  9.652706      4.851333    
  1973.1 0.5560213E-01 0.4950510E-01  10.07542      5.639667    
  1973.2 0.6138898E-01 0.4889844E-01  10.01110      6.608333    
  1973.3 0.6677702E-01 0.4793204E-01  9.563275      8.388333    
  1973.4 0.7153991E-01 0.4769321E-01  9.326724      7.461667    
  1974.1 0.7284187E-01 0.5085049E-01  8.757840      7.600333    
  1974.2 0.7307561E-01 0.5161500E-01  7.926399      8.268000    
  1974.3 0.7584144E-01 0.5583721E-01  8.179848      8.286333    
  1974.4 0.7699141E-01 0.6556479E-01  8.407918      7.336000    
  1975.1 0.8160180E-01 0.8217515E-01  7.917531      5.873333    
  1975.2 0.8211350E-01 0.8828988E-01  7.693595      5.400667    
  1975.3 0.8153731E-01 0.8467753E-01  8.661476      6.336667    
  1975.4 0.7963952E-01 0.8259670E-01  8.773580      5.684333    
  1976.1 0.8030827E-01 0.7723461E-01  7.882071      4.953333    
  1976.2 0.8426426E-01 0.7526804E-01  7.229808      5.168667    
  1976.3 0.8351142E-01 0.7700112E-01  7.022978      5.168667    
  1976.4 0.8209125E-01 0.7733424E-01  6.758038      4.698000    
  1977.1 0.8511324E-01 0.7493048E-01  6.114201      4.624000    
  1977.2 0.8141883E-01 0.7104693E-01  6.761082      4.828667    
  1977.3 0.7377864E-01 0.6864221E-01  7.958538      5.472000    
  1977.4 0.7584879E-01 0.6612385E-01  6.005613      6.137000    
  1978.1 0.7850484E-01 0.6326666E-01  5.774258      6.408000    
  1978.2 0.7819345E-01 0.5999476E-01  6.758888      6.481000    
  1978.3 0.8127856E-01 0.6021465E-01  6.315497      7.315333    
  1978.4 0.8754977E-01 0.5883992E-01  5.054317      8.680333    
  1979.1 0.9640073E-01 0.5877879E-01  3.666693      9.357667    
  1979.2 0.1013866     0.5714052E-01  3.085159      9.372333    
  1979.3 0.1067754     0.5868435E-01  3.091924      9.631333    
  1979.4 0.1083147     0.5940129E-01  7.976686      11.80367    
  1980.1 0.1063469     0.6296949E-01  5.833266      13.45867    
  1980.2 0.1019900     0.7323656E-01  0.000000      10.04933    
  1980.3 0.1020897     0.7680771E-01  0.000000      9.235333    
  1980.4 0.1018108     0.7398623E-01  3.992079      13.70967    
  1981.1 0.1008636     0.7426606E-01  4.787815      14.36900    
  1981.2 0.1013079     0.7398937E-01  7.190265      14.82900    
  1981.3 0.1028551     0.7417361E-01  6.455948      15.08733    
  1981.4 0.1007187     0.8241053E-01  6.546184      12.02267    
  1982.1 0.9832327E-01 0.8843563E-01  9.193841      12.89500    
  1982.2 0.9709769E-01 0.9425762E-01  10.74697      12.35900    
  1982.3 0.9707323E-01 0.9942961E-01  8.615680      9.705333    
  1982.4 0.9447420E-01 0.1067659      7.221595      7.935000    
  1983.1 0.9259479E-01 0.1039701      6.647894      8.081333    
  1983.2 0.8607013E-01 0.1010214      7.454814      8.420667    
  1983.3 0.7582782E-01 0.9360138E-01  8.553644      9.186667    
  1983.4 0.7670263E-01 0.8541760E-01  6.181080      8.793333    
  1984.1 0.7670635E-01 0.7871758E-01  4.668342      9.133333    
  1984.2 0.7699028E-01 0.7478733E-01  4.953926      9.843333    
  1984.3 0.7974260E-01 0.7451999E-01  5.023796      10.34333    
  1984.4 0.8088864E-01 0.7283015E-01  4.326889      8.973333    
  1985.1 0.8050568E-01 0.7279936E-01  4.759760      8.183333    
  1985.2 0.8305410E-01 0.7288834E-01  3.081883      7.523333    
  1985.3 0.7436378E-01 0.7210537E-01  2.430306      7.103333    
  1985.4 0.6123725E-01 0.7054201E-01  5.296676      7.146667    
  1986.1 0.4990680E-01 0.7015712E-01  6.904619      6.886667    
  1986.2 0.3724185E-01 0.7180384E-01  8.029692      6.130000    
  1986.3 0.2878886E-01 0.6991001E-01  9.632892      5.533333    
  1986.4 0.2396551E-01 0.6835172E-01  11.22039      5.340000    
  1987.1 0.2378405E-01 0.6620689E-01  11.53664      5.533333    
  1987.2 0.2484951E-01 0.6280795E-01  10.76745      5.733333    
  1987.3 0.3117787E-01 0.6014193E-01  10.01892      6.033333    
  1987.4 0.3487612E-01 0.5868976E-01  9.103488      6.003333    
  1988.1 0.4092826E-01 0.5727587E-01  8.282445      5.760000    
  1988.2 0.4469634E-01 0.5487146E-01  7.936627      6.230000    
  1988.3 0.4695306E-01 0.5492451E-01  7.805934      6.993333    
  1988.4 0.4882723E-01 0.5350265E-01  6.886058      7.703333    
  1989.1 0.4941581E-01 0.5215423E-01  6.321808      8.533333    
  1989.2 0.4717346E-01 0.5244464E-01  6.741594      8.440000    
  1989.3 0.4593515E-01 0.5277223E-01  7.058507      7.850000    
  1989.4 0.4760750E-01 0.5373561E-01  6.758647      7.633333    
  1990.1 0.4633475E-01 0.5300361E-01  6.524998      7.756667    
  1990.2 0.4524407E-01 0.5337414E-01  6.325234      7.766667    
  1990.3 0.4875471E-01 0.5687498E-01  5.936172      7.493333    
  1990.4 0.5294256E-01 0.6113686E-01  5.616078      7.023333    
  1991.1 0.5533163E-01 0.6574073E-01  5.285055      6.053333    
  1991.2 0.5705093E-01 0.6823443E-01  4.954280      5.593333    
  1991.3 0.5811219E-01 0.6853392E-01  4.993883      5.406667    
  1991.4 0.5763694E-01 0.7096660E-01  5.218074      4.583333    
  1992.1 0.5700169E-01 0.7379080E-01  5.376685      3.910000    
  1992.2 0.5777114E-01 0.7594573E-01  5.300159      3.723333    
  1992.3 0.5847941E-01 0.7626478E-01  4.548065      3.130000    
  1992.4 0.5794862E-01 0.7406133E-01  4.393785      3.076667    
  1993.1 0.6093338E-01 0.7149713E-01  4.186049      2.993333    
  1993.2 0.6206452E-01 0.7068857E-01  3.878499      2.983333    
  1993.3 0.6177086E-01 0.6799552E-01  3.766360      3.020000    
  1993.4 0.6396789E-01 0.6619143E-01  3.359951      3.080000    
  1994.1 0.6370475E-01 0.6555817E-01  2.687539      3.250000    
  1994.2 0.6385775E-01 0.6165512E-01  2.588150      4.036667    
  1994.3 0.6052605E-01 0.6001291E-01  2.730825      4.510000    
  1994.4 0.5742020E-01 0.5619378E-01  2.761031      5.283333    
  1995.1 0.5076592E-01 0.5477964E-01  3.364537      5.780000    
  1995.2 0.4665071E-01 0.5674622E-01  3.911631      5.623333    
  1995.3 0.4417636E-01 0.5658385E-01  4.186468      5.380000    
  1995.4 0.4126896E-01 0.5572015E-01  4.258384      5.270000    
  1996.1 0.4544130E-01 0.5545427E-01  3.709561      4.950000    
  1996.2 0.4967969E-01 0.5470120E-01  3.042036      5.040000    
  1996.3 0.5208585E-01 0.5259294E-01  2.446856      5.136667    
  1996.4 0.5496474E-01 0.5310254E-01  1.628424      4.970000    
  1997.1 0.6480097E-01 0.5223738E-01  1.117761      5.063333    
  1997.2 0.6349200E-01 0.4974959E-01  1.481232      5.073333    
  1997.3 0.5484140E-01 0.4858023E-01  2.606281      5.056667    
  1997.4 0.5363540E-01 0.4680572E-01  1.824089      5.086667    
  1998.1 0.4985958E-01 0.4637954E-01  1.654148      5.053333    
  1998.2 0.5391839E-01 0.4414228E-01  1.279171      4.976667    
  1998.3 0.5564308E-01 0.4528502E-01 0.5767294      4.823333    
  1998.4 0.5804435E-01 0.4429607E-01 0.3839965E-01  4.253333    
  1999.1 0.5860948E-01 0.4284456E-01 0.6360229      4.406667    
  1999.2 0.5879856E-01 0.4248440E-01 0.6575525      4.453333    
  1999.3 0.5799036E-01 0.4243400E-01 0.5521564      4.650000    
  1999.4 0.5402535E-01 0.4077788E-01 0.9964122      5.043333    
  2000.1 0.4902548E-01 0.4048765E-01  1.420096      5.520000    
  2000.2 0.4927332E-01 0.3947782E-01 0.4951402      5.713333    
  2000.3 0.5447056E-01 0.4030117E-01  0.000000      6.016667    
  2000.4 0.6149107E-01 0.3918419E-01  0.000000      6.016667    
  2001.1 0.6381659E-01 0.4230321E-01  0.000000      4.816667    
  2001.2 0.6421293E-01 0.4411448E-01 0.2345999      3.660000    
  2001.3 0.6316515E-01 0.4819249E-01 0.3125912      3.170000    
  2001.4 0.6387012E-01 0.5537421E-01  0.000000      1.906667    
  2002.1 0.6082061E-01 0.5705425E-01 0.6258781      1.820000    
  2002.2 0.5956652E-01 0.5845793E-01  1.172595      1.716667    
  2002.3 0.5840643E-01 0.5732000E-01  1.500632      1.643333    
  2002.4 0.5777089E-01 0.5851777E-01  1.961015      1.333333    
  2003.1 0.5780142E-01 0.5873963E-01  1.903814      1.156667    
  2003.2 0.6014493E-01 0.6152488E-01  1.570363      1.043333    
  2003.3 0.5895753E-01 0.6107130E-01  1.386435     0.9300000    
  2003.4 0.5526335E-01 0.5820932E-01  1.456685     0.9166667    
  2004.1 0.5171784E-01 0.5687648E-01  3.028886     0.9166667    
  2004.2 0.4722841E-01 0.5595400E-01  4.061106      1.076667    
  2004.3 0.4196565E-01 0.5440757E-01  3.885221      1.486667    
  2004.4 0.4596352E-01 0.5396538E-01  3.245012      2.006667    
  2005.1 0.5273591E-01 0.5292068E-01  2.661291      2.536667    
  2005.2 0.6151742E-01 0.5115378E-01  1.833814      2.863333    
  2005.3 0.6553725E-01 0.4975337E-01 0.8178016      3.360000    
  2005.4 0.6864219E-01 0.4964352E-01 0.2413109      3.826667    
  2006.1 0.6658535E-01 0.4731667E-01  1.425836      4.393333    
  2006.2 0.6404391E-01 0.4666969E-01  2.447928      4.703333    
  2006.3 0.6090257E-01 0.4655398E-01  2.820399      4.906667    
  2006.4 0.5819255E-01 0.4466963E-01  2.947865      4.903333    
  2007.1 0.5253479E-01 0.4536088E-01  3.670885      4.983333    
  2007.2 0.4956180E-01 0.4507805E-01  4.348787      4.736667    
  2007.3 0.4745665E-01 0.4670151E-01  4.557390      4.303333    
  2007.4 0.4479738E-01 0.4813029E-01  4.693194      3.390000    
  2008.1 0.4624352E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.4702747E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.4972436E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5351216E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6452385E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.6986032E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.7390328E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.7519927E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8023000E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8094125E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.8555267E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.8528212E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.8452954E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.8671938E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.8399471E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8134375E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.7890812E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.7767121E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.7665462E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7612289E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7594936E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.8064294E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.8340808E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.8389388E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8455172E-01 0.7353172E-01  0.000000     0.2222305    
  2014.2 0.8552696E-01 0.7371212E-01  0.000000     0.2267692    
  2014.3 0.8509003E-01 0.7344075E-01 0.1380992E-01 0.2727381    
  2014.4 0.8748376E-01 0.7270034E-01  0.000000     0.3896289    
  2015.1 0.9010659E-01 0.7163268E-01  0.000000     0.5446822    
  2015.2 0.9086361E-01 0.7041296E-01  0.000000     0.7056998    
  2015.3 0.9203843E-01 0.6919799E-01 0.5504817     0.8622789    
  2015.4 0.9002900E-01 0.6810526E-01  1.669690      1.011500    
  2016.1 0.8905319E-01 0.6720077E-01  1.124435      1.148466    
  2016.2 0.8900244E-01 0.6650839E-01 0.3783609      1.268463    
  2016.3 0.8963580E-01 0.6602361E-01  0.000000      1.370028    
  2016.4 0.8767696E-01 0.6572500E-01 0.5119903E-01  1.454232    
  2017.1 0.8789625E-01 0.6557762E-01  0.000000      1.523254    
  2017.2 0.8617980E-01 0.6554472E-01 0.2832686E-01  1.579320    
  2017.3 0.8716173E-01 0.6559437E-01  0.000000      1.624370    
  2017.4 0.8570033E-01 0.6569973E-01  0.000000      1.660170    
  2018.1 0.8278821E-01 0.6583532E-01  0.000000      1.688692    
  2018.2 0.8226770E-01 0.6598118E-01 0.1402750      1.711782    
  2018.3 0.7790851E-01 0.6612472E-01 0.2077735      1.730742    
  2018.4 0.7458964E-01 0.6625905E-01 0.1837791      1.746369    
  2019.1 0.7428728E-01 0.6637441E-01  0.000000      1.759767    
  2019.2 0.7297597E-01 0.6646188E-01  0.000000      1.772234    
  2019.3 0.7324340E-01 0.6651811E-01  0.000000      1.784603    
  2019.4 0.7636985E-01 0.6654506E-01  0.000000      1.797049    
  2020.1 0.7209274E-01 0.6654177E-01 0.2005889E-01  1.809908    
  2020.2 0.6835595E-01 0.6650849E-01 0.6184754      1.823601    
  2020.3 0.6692697E-01 0.6644969E-01  1.098152      1.838160    
  2020.4 0.6805553E-01 0.6637212E-01  1.153824      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.222133882622E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.194175953771E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.30369609017E-06 -0.36407865906E-05 -0.41508731301E-05

X VALUES

  0.51923178238E+00  0.11245817976E+01 -0.23426490178E+00

MEAN OF DEPENDENT VARIABLE   749999.216876282

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.519231782       0.013583659   38.22474
  2       1.100000000       1.124581798       0.069545251   16.17050
  3      -0.100000000      -0.234264902       0.065422657   -3.58079

SE of equation          =      0.009756244
Sum of squared residuals =  0.194175954E-01  -0.178885069E-01
Sum of ABS residuals     =  0.761883039    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98719

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.225765507899E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     123 IER= 4 F=  0.137732140674E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.44178632213E-06 -0.16475890899E-07 -0.12461157507E-06

X VALUES

  0.67313930337E+00  0.12083304413E+01 -0.25305984476E+00

MEAN OF DEPENDENT VARIABLE   749999.251074666

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.673139303       0.019029571   35.37333
  2       1.100000000       1.208330441       0.070196640   17.21351
  3      -0.100000000      -0.253059845       0.065995296   -3.83451

SE of equation          =      0.008216797
Sum of squared residuals =  0.137732141E-01  -0.277725112E-01
Sum of ABS residuals     =  0.635919388    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99794

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.554866384593E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      83 IER= 4 F=  0.499080388240E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.13928976630E-04 -0.15271185588E-05  0.42994828218E-06

X VALUES

  0.43332565777E+00  0.10482608478E+01 -0.12807890887E+00

MEAN OF DEPENDENT VARIABLE   749999.266605122

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.433325658       0.032035637   13.52636
  2       1.100000000       1.048260848       0.072984490   14.36279
  3      -0.100000000      -0.128078909       0.070971224   -1.80466

SE of equation          =      0.016122584
Sum of squared residuals =  0.499080388E-01   0.111337150    
Sum of ABS residuals     =   1.16669680    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99139

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.563358650283E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     120 IER= 4 F=  0.481349395108E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.22501035134E-06 -0.91614052074E-06 -0.12645234031E-05

X VALUES

  0.55340648809E+00  0.13345566949E+01 -0.35886503860E+00

MEAN OF DEPENDENT VARIABLE   749999.270284065

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.553406488       0.025556414   21.65431
  2       1.100000000       1.334556695       0.066218487   20.15384
  3      -0.100000000      -0.358865039       0.064530920   -5.56113

SE of equation          =      0.015360846
Sum of squared residuals =  0.481349395E-01  -0.872755334E-01
Sum of ABS residuals     =   1.35504840    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99802

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.648705597049E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      95 IER= 3 F=  0.648606455986E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.13813875597E-06  0.10329389168E-05  0.14977829180E-05

X VALUES

  0.54883156702E+00  0.11872199679E+01 -0.22671401132E+00

MEAN OF DEPENDENT VARIABLE   749999.270255456

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.548831567       0.922567436    0.59490
  2       1.100000000       1.187219968       2.766246957    0.42918
  3      -0.100000000      -0.226714011       2.642829368   -0.08578

SE of equation          =      0.563865535
Sum of squared residuals =   64.8606456        8.52513197    
Sum of ABS residuals     =   10.2591323    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96322

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.383048521559E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      82 IER= 4 F=  0.381813179690E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.39408621438E-04  0.31587327363E-04  0.31975321559E-04

X VALUES

  0.48430595235E+00  0.10180011996E+01 -0.94669206315E-01

MEAN OF DEPENDENT VARIABLE   749999.237518590

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.484305952       0.220596851    2.19543
  2       1.100000000       1.018001200       0.283613448    3.58940
  3      -0.100000000      -0.094669206       0.276182796   -0.34278

SE of equation          =      0.136807647
Sum of squared residuals =   3.81813180        3.11651075    
Sum of ABS residuals     =   5.70781290    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92806

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.879361400039E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      78 IER= 4 F=  0.813568439399E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.68273954684E-05  0.93519889098E-05  0.13130514318E-04

X VALUES

  0.78375315891E+00  0.10134043391E+01 -0.38800724108E-01

MEAN OF DEPENDENT VARIABLE   749999.348458942

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.783753159       0.092306792    8.49074
  2       1.100000000       1.013404339       0.082422382   12.29526
  3      -0.100000000      -0.038800724       0.082136697   -0.47239

SE of equation          =      0.070432827
Sum of squared residuals =  0.813568439        1.56283794    
Sum of ABS residuals     =   5.24991653    
R squared                =    1.00000
Durbin-Watson statistic  =    1.88774

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.425133006397E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     112 IER= 4 F=  0.388471278578E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.36027931197E-05 -0.14957804349E-05  0.12978132928E-05

X VALUES

  0.56982634347E+00  0.85504942824E+00 -0.18300672765E+00

MEAN OF DEPENDENT VARIABLE   749999.269281171

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.569826343       0.052275115   10.90053
  2       1.100000000       0.855049428       0.107609248    7.94587
  3      -0.100000000      -0.183006728       0.104150636   -1.75714

SE of equation          =      0.043637953
Sum of squared residuals =  0.388471279        1.81539274    
Sum of ABS residuals     =   4.07874230    
R squared                =    1.00000
Durbin-Watson statistic  =    1.74932

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.927717948007E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.726376279130E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.41294612318E-06 -0.54721576424E-06 -0.56579515661E-06

X VALUES

  0.78461691482E+00  0.63946267421E+00  0.15210078793E+00

MEAN OF DEPENDENT VARIABLE   749999.240326225

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.784616915       0.130195049    6.02647
  2       1.100000000       0.639462674       0.080658515    7.92802
  3      -0.100000000       0.152100788       0.079705357    1.90829

SE of equation          =      0.066551662
Sum of squared residuals =  0.726376279       0.531972398    
Sum of ABS residuals     =   4.12826445    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95603

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.377429428884E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.345153082929E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.45935077763E-06 -0.21772742242E-05 -0.31548716930E-05

X VALUES

  0.16730424923E+00  0.10373362912E+01 -0.11432393793E+00

MEAN OF DEPENDENT VARIABLE   749999.255857006

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.167304249       0.114918723    1.45585
  2       1.100000000       1.037336291       0.093113906   11.14051
  3      -0.100000000      -0.114323938       0.093445772   -1.22343

SE of equation          =      0.047037429
Sum of squared residuals =  0.345153083        1.02906801    
Sum of ABS residuals     =   3.09349718    
R squared                =    1.00000
Durbin-Watson statistic  =    1.75438

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.565263425372E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     109 IER= 4 F=  0.462473001243E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.62631027230E-05  0.13293719920E-05 -0.22871164034E-05

X VALUES

  0.67895614670E+00  0.10448455532E+01 -0.52704979982E+00

MEAN OF DEPENDENT VARIABLE   749999.273504428

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.678956147       0.050285613   13.50200
  2       1.100000000       1.044845553       0.096785036   10.79553
  3      -0.100000000      -0.527049800       0.096140201   -5.48210

SE of equation          =      0.047613281
Sum of squared residuals =  0.462473001        1.40698771    
Sum of ABS residuals     =   4.44502336    
R squared                =    1.00000
Durbin-Watson statistic  =    1.77938

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.635478407152E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      45 IER= 3 F=  0.617914554980E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.19070093632E-10 -0.19993363299E-10

X VALUES

  0.81869085623E+00  0.17352993091E-01

MEAN OF DEPENDENT VARIABLE   749999.253039873

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.818690856       0.220894830    3.70625
  2      -0.100000000       0.017352993       0.196254184    0.08842

SE of equation          =      0.023079969
Sum of squared residuals =  0.617914555E-01   0.832847131    
Sum of ABS residuals     =   1.14316913    
R squared                =    1.00000
Durbin-Watson statistic  =    1.20628

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.279599271298E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      41 IER= 3 F=  0.266505252407E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.17902742478E-11 -0.37375929646E-11

X VALUES

  0.12402826282E+01 -0.29704225022E+00

MEAN OF DEPENDENT VARIABLE   749999.237856526

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.240282628       0.093442376   13.27324
  2      -0.100000000      -0.297042250       0.091473135   -3.24732

SE of equation          =      0.036144132
Sum of squared residuals =  0.266505252        1.35738859    
Sum of ABS residuals     =   3.28933329    
R squared                =    1.00000
Durbin-Watson statistic  =    1.44321

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4976070E-01 0.5234225E-01 0.8530523      1.083667    
  1954.2 0.5559686E-01 0.5783462E-01  1.086558     0.8143333    
  1954.3 0.5874814E-01 0.5970489E-01  1.567479     0.8696667    
  1954.4 0.5684858E-01 0.5361334E-01  2.457953      1.036333    
  1955.1 0.5867674E-01 0.4710636E-01  1.839851      1.256333    
  1955.2 0.5753084E-01 0.4380454E-01  1.522624      1.614333    
  1955.3 0.5586981E-01 0.4109694E-01  1.785118      1.861333    
  1955.4 0.5718435E-01 0.4208878E-01  1.807795      2.349333    
  1956.1 0.5912342E-01 0.4031458E-01  1.497965      2.379333    
  1956.2 0.5674568E-01 0.4190614E-01  1.335500      2.596667    
  1956.3 0.5352742E-01 0.4128671E-01  2.045598      2.596667    
  1956.4 0.4620478E-01 0.4100540E-01  3.187591      3.063667    
  1957.1 0.3583995E-01 0.3946671E-01  5.038240      3.171667    
  1957.2 0.2766397E-01 0.4062513E-01  5.976177      3.157000    
  1957.3 0.2126420E-01 0.4207225E-01  5.736706      3.382333    
  1957.4 0.2314645E-01 0.4923487E-01  5.654402      3.343333    
  1958.1 0.2172854E-01 0.6275076E-01  5.950619      1.838000    
  1958.2 0.2079011E-01 0.7359928E-01  6.532340      1.017667    
  1958.3 0.2547362E-01 0.7309055E-01  6.461483      1.710667    
  1958.4 0.2824795E-01 0.6352766E-01  6.340423      2.787667    
  1959.1 0.3020592E-01 0.5798631E-01  6.972255      2.800333    
  1959.2 0.3391685E-01 0.5104500E-01  7.025571      3.019333    
  1959.3 0.5185084E-01 0.5287044E-01  5.291084      3.533000    
  1959.4 0.6121258E-01 0.5592834E-01  4.149930      4.299333    
  1960.1 0.6687140E-01 0.5159512E-01  4.222310      3.943000    
  1960.2 0.6786107E-01 0.5225835E-01  4.044497      3.092333    
  1960.3 0.6682025E-01 0.5549938E-01  2.992907      2.390333    
  1960.4 0.6952701E-01 0.6251647E-01  2.570933      2.360667    
  1961.1 0.6563827E-01 0.6773354E-01  3.310852      2.376667    
  1961.2 0.6001516E-01 0.6971717E-01  3.873231      2.324667    
  1961.3 0.5122341E-01 0.6749309E-01  4.329894      2.324667    
  1961.4 0.4109979E-01 0.6171891E-01  5.338443      2.475000    
  1962.1 0.3370112E-01 0.5614436E-01  6.013959      2.739000    
  1962.2 0.2884674E-01 0.5482584E-01  5.968289      2.716000    
  1962.3 0.2587296E-01 0.5539051E-01  6.326337      2.858000    
  1962.4 0.2317254E-01 0.5505923E-01  7.073138      2.803333    
  1963.1 0.2446659E-01 0.5779253E-01  7.103781      2.909000    
  1963.2 0.2738887E-01 0.5680856E-01  6.511864      2.941333    
  1963.3 0.2640218E-01 0.5493742E-01  6.354301      3.280667    
  1963.4 0.2820453E-01 0.5572673E-01  5.962509      3.499333    
  1964.1 0.2954870E-01 0.5457706E-01  5.569586      3.538000    
  1964.2 0.3042931E-01 0.5220257E-01  5.806168      3.481333    
  1964.3 0.2972514E-01 0.4989598E-01  6.245077      3.504000    
  1964.4 0.3330569E-01 0.4953597E-01  6.345267      3.685000    
  1965.1 0.3770492E-01 0.4871666E-01  6.239694      3.899667    
  1965.2 0.3962581E-01 0.4655354E-01  5.812533      3.879000    
  1965.3 0.4122197E-01 0.4351989E-01  5.577052      3.859667    
  1965.4 0.3931780E-01 0.4102298E-01  5.543857      4.158667    
  1966.1 0.3283356E-01 0.3848268E-01  6.606001      4.630667    
  1966.2 0.3008103E-01 0.3807639E-01  7.267630      4.597333    
  1966.3 0.2784507E-01 0.3750700E-01  7.440925      5.047667    
  1966.4 0.2518217E-01 0.3683286E-01  7.723028      5.246000    
  1967.1 0.2381188E-01 0.3809930E-01  7.609609      4.533667    
  1967.2 0.2206617E-01 0.3806934E-01  7.953831      3.657333    
  1967.3 0.1971176E-01 0.3784696E-01  8.452655      4.344667    
  1967.4 0.2166108E-01 0.3915978E-01  8.705377      4.787333    
  1968.1 0.1970068E-01 0.3728355E-01  9.210561      5.064667    
  1968.2 0.1751968E-01 0.3537721E-01  9.404310      5.510000    
  1968.3 0.1624212E-01 0.3510557E-01  9.409437      5.226333    
  1968.4 0.1879858E-01 0.3392130E-01  9.646356      5.580667    
  1969.1 0.2197301E-01 0.3376971E-01  9.361235      6.137667    
  1969.2 0.2903633E-01 0.3424592E-01  8.141531      6.240000    
  1969.3 0.3330948E-01 0.3590757E-01  7.185183      7.046667    
  1969.4 0.4112745E-01 0.3581941E-01  6.263620      7.317667    
  1970.1 0.4592628E-01 0.4159508E-01  6.112371      7.262667    
  1970.2 0.4766746E-01 0.4746577E-01  6.222066      6.752333    
  1970.3 0.4768635E-01 0.5169088E-01  6.324635      6.374667    
  1970.4 0.4653935E-01 0.5802797E-01  6.702239      5.358333    
  1971.1 0.4212455E-01 0.5914467E-01  6.683129      3.863333    
  1971.2 0.3806462E-01 0.5907857E-01  6.974533      4.206000    
  1971.3 0.3588917E-01 0.5983336E-01  7.163244      5.050333    
  1971.4 0.3433452E-01 0.5954344E-01  7.625282      4.234333    
  1972.1 0.3105560E-01 0.5768041E-01  8.094161      3.435333    
  1972.2 0.3023452E-01 0.5658509E-01  8.608866      3.748333    
  1972.3 0.2454741E-01 0.5584112E-01  10.24587      4.241333    
  1972.4 0.2373320E-01 0.5304486E-01  10.38076      4.851333    
  1973.1 0.2309350E-01 0.4950510E-01  9.838695      5.639667    
  1973.2 0.2315585E-01 0.4889844E-01  10.03235      6.608333    
  1973.3 0.2343396E-01 0.4793204E-01  10.58994      8.388333    
  1973.4 0.2894105E-01 0.4769321E-01  10.51392      7.461667    
  1974.1 0.3238182E-01 0.5085049E-01  10.29809      7.600333    
  1974.2 0.3423137E-01 0.5161500E-01  9.990055      8.268000    
  1974.3 0.3928812E-01 0.5583721E-01  9.782453      8.286333    
  1974.4 0.4170599E-01 0.6556479E-01  9.129728      7.336000    
  1975.1 0.4270271E-01 0.8217515E-01  8.929586      5.873333    
  1975.2 0.4258018E-01 0.8828988E-01  8.793472      5.400667    
  1975.3 0.4410669E-01 0.8467753E-01  9.948316      6.336667    
  1975.4 0.4111196E-01 0.8259670E-01  11.43458      5.684333    
  1976.1 0.4043269E-01 0.7723461E-01  11.47175      4.953333    
  1976.2 0.4126747E-01 0.7526804E-01  10.85566      5.168667    
  1976.3 0.4270547E-01 0.7700112E-01  10.54409      5.168667    
  1976.4 0.4499698E-01 0.7733424E-01  10.43703      4.698000    
  1977.1 0.4569541E-01 0.7493048E-01  10.20233      4.624000    
  1977.2 0.4450961E-01 0.7104693E-01  10.42992      4.828667    
  1977.3 0.4464981E-01 0.6864221E-01  10.48605      5.472000    
  1977.4 0.4921562E-01 0.6612385E-01  10.04573      6.137000    
  1978.1 0.5327268E-01 0.6326666E-01  9.790633      6.408000    
  1978.2 0.5334787E-01 0.5999476E-01  10.07137      6.481000    
  1978.3 0.5608920E-01 0.6021465E-01  10.08985      7.315333    
  1978.4 0.5390634E-01 0.5883992E-01  8.741495      8.680333    
  1979.1 0.5446415E-01 0.5877879E-01  8.493185      9.357667    
  1979.2 0.5345147E-01 0.5714052E-01  9.048874      9.372333    
  1979.3 0.4863102E-01 0.5868435E-01  9.939526      9.631333    
  1979.4 0.4972506E-01 0.5940129E-01  13.94305      11.80367    
  1980.1 0.4758497E-01 0.6296949E-01  14.50093      13.45867    
  1980.2 0.4436127E-01 0.7323656E-01  14.08975      10.04933    
  1980.3 0.4789956E-01 0.7680771E-01  14.83726      9.235333    
  1980.4 0.4765163E-01 0.7398623E-01  17.75617      13.70967    
  1981.1 0.5623571E-01 0.7426606E-01  17.36963      14.36900    
  1981.2 0.6570506E-01 0.7398937E-01  17.11367      14.82900    
  1981.3 0.7799292E-01 0.7417361E-01  14.92177      15.08733    
  1981.4 0.9299718E-01 0.8241053E-01  14.00283      12.02267    
  1982.1 0.1023046     0.8843563E-01  14.97879      12.89500    
  1982.2 0.1108758     0.9425762E-01  12.74426      12.35900    
  1982.3 0.1163020     0.9942961E-01  11.30944      9.705333    
  1982.4 0.1175442     0.1067659      10.69297      7.935000    
  1983.1 0.1121604     0.1039701      10.64505      8.081333    
  1983.2 0.1066137     0.1010214      10.80632      8.420667    
  1983.3 0.1001141     0.9360138E-01  11.15315      9.186667    
  1983.4 0.9196888E-01 0.8541760E-01  10.01173      8.793333    
  1984.1 0.8730805E-01 0.7871758E-01  9.243574      9.133333    
  1984.2 0.8554156E-01 0.7478733E-01  7.049849      9.843333    
  1984.3 0.7414890E-01 0.7451999E-01  6.343762      10.34333    
  1984.4 0.5748055E-01 0.7283015E-01  8.866834      8.973333    
  1985.1 0.3952303E-01 0.7279936E-01  10.79202      8.183333    
  1985.2 0.2609466E-01 0.7288834E-01  10.94218      7.523333    
  1985.3 0.1886147E-01 0.7210537E-01  11.23673      7.103333    
  1985.4 0.1400588E-01 0.7054201E-01  11.83070      7.146667    
  1986.1 0.1478651E-01 0.7015712E-01  12.39218      6.886667    
  1986.2 0.1486354E-01 0.7180384E-01  12.03563      6.130000    
  1986.3 0.1551188E-01 0.6991001E-01  11.07352      5.533333    
  1986.4 0.2322848E-01 0.6835172E-01  10.39779      5.340000    
  1987.1 0.2977036E-01 0.6620689E-01  9.844646      5.533333    
  1987.2 0.3373611E-01 0.6280795E-01  9.139173      5.733333    
  1987.3 0.3584362E-01 0.6014193E-01  8.704340      6.033333    
  1987.4 0.3886140E-01 0.5868976E-01  7.694490      6.003333    
  1988.1 0.4876196E-01 0.5727587E-01  6.529158      5.760000    
  1988.2 0.4987940E-01 0.5487146E-01  6.439045      6.230000    
  1988.3 0.4827336E-01 0.5492451E-01  7.383962      6.993333    
  1988.4 0.4242030E-01 0.5350265E-01  7.648862      7.703333    
  1989.1 0.4340518E-01 0.5215423E-01  7.661219      8.533333    
  1989.2 0.4971541E-01 0.5244464E-01  5.309543      8.440000    
  1989.3 0.4292904E-01 0.5277223E-01  4.376176      7.850000    
  1989.4 0.3436046E-01 0.5373561E-01  6.758205      7.633333    
  1990.1 0.2897780E-01 0.5300361E-01  7.452215      7.756667    
  1990.2 0.2615989E-01 0.5337414E-01  6.151285      7.766667    
  1990.3 0.3049185E-01 0.5687498E-01  5.206317      7.493333    
  1990.4 0.3959679E-01 0.6113686E-01  3.893408      7.023333    
  1991.1 0.3981469E-01 0.6574073E-01  3.578644      6.053333    
  1991.2 0.4205026E-01 0.6823443E-01  4.247380      5.593333    
  1991.3 0.4946970E-01 0.6853392E-01  3.832136      5.406667    
  1991.4 0.5727522E-01 0.7096660E-01  2.582872      4.583333    
  1992.1 0.5985922E-01 0.7379080E-01  2.560822      3.910000    
  1992.2 0.6036310E-01 0.7594573E-01  3.604056      3.723333    
  1992.3 0.5956349E-01 0.7626478E-01  4.597706      3.130000    
  1992.4 0.6037551E-01 0.7406133E-01  5.545196      3.076667    
  1993.1 0.6115587E-01 0.7149713E-01  5.749880      2.993333    
  1993.2 0.6112123E-01 0.7068857E-01  5.058664      2.983333    
  1993.3 0.6453489E-01 0.6799552E-01  5.393532      3.020000    
  1993.4 0.6628779E-01 0.6619143E-01  6.737366      3.080000    
  1994.1 0.6894608E-01 0.6555817E-01  6.688854      3.250000    
  1994.2 0.7102915E-01 0.6165512E-01  5.220559      4.036667    
  1994.3 0.7516009E-01 0.6001291E-01  3.923533      4.510000    
  1994.4 0.7860759E-01 0.5619378E-01  2.684964      5.283333    
  1995.1 0.7734356E-01 0.5477964E-01  2.850523      5.780000    
  1995.2 0.7763386E-01 0.5674622E-01  3.271003      5.623333    
  1995.3 0.7414801E-01 0.5658385E-01  4.321172      5.380000    
  1995.4 0.7136213E-01 0.5572015E-01  3.963938      5.270000    
  1996.1 0.6852729E-01 0.5545427E-01  3.977513      4.950000    
  1996.2 0.6549930E-01 0.5470120E-01  4.435246      5.040000    
  1996.3 0.6707586E-01 0.5259294E-01  4.492805      5.136667    
  1996.4 0.6410677E-01 0.5310254E-01  3.174859      4.970000    
  1997.1 0.6485789E-01 0.5223738E-01  3.688118      5.063333    
  1997.2 0.6534497E-01 0.4974959E-01  4.111462      5.073333    
  1997.3 0.6494753E-01 0.4858023E-01  4.074504      5.056667    
  1997.4 0.6533539E-01 0.4680572E-01  3.877487      5.086667    
  1998.1 0.6849543E-01 0.4637954E-01  3.261001      5.053333    
  1998.2 0.7043252E-01 0.4414228E-01  2.469665      4.976667    
  1998.3 0.7005945E-01 0.4528502E-01  2.077715      4.823333    
  1998.4 0.6998281E-01 0.4429607E-01  1.390865      4.253333    
  1999.1 0.7004419E-01 0.4284456E-01  1.097721      4.406667    
  1999.2 0.7006132E-01 0.4248440E-01  1.208853      4.453333    
  1999.3 0.6949714E-01 0.4243400E-01 0.7822286      4.650000    
  1999.4 0.6640523E-01 0.4077788E-01 0.7463886      5.043333    
  2000.1 0.6130975E-01 0.4048765E-01  1.610257      5.520000    
  2000.2 0.5923145E-01 0.3947782E-01  1.671755      5.713333    
  2000.3 0.6227718E-01 0.4030117E-01  1.918074      6.016667    
  2000.4 0.6218711E-01 0.3918419E-01  3.044440      6.016667    
  2001.1 0.5728482E-01 0.4230321E-01  3.791382      4.816667    
  2001.2 0.6053999E-01 0.4411448E-01  3.597143      3.660000    
  2001.3 0.6344118E-01 0.4819249E-01  2.512469      3.170000    
  2001.4 0.6757849E-01 0.5537421E-01  1.807994      1.906667    
  2002.1 0.6836862E-01 0.5705425E-01  2.748680      1.820000    
  2002.2 0.7273600E-01 0.5845793E-01 0.8806546      1.716667    
  2002.3 0.6539716E-01 0.5732000E-01  0.000000      1.643333    
  2002.4 0.5462395E-01 0.5851777E-01  2.832961      1.333333    
  2003.1 0.4499428E-01 0.5873963E-01  4.567441      1.156667    
  2003.2 0.3965097E-01 0.6152488E-01  4.427578      1.043333    
  2003.3 0.3772971E-01 0.6107130E-01  4.094542     0.9300000    
  2003.4 0.3714772E-01 0.5820932E-01  4.285683     0.9166667    
  2004.1 0.3371678E-01 0.5687648E-01  4.690357     0.9166667    
  2004.2 0.3152560E-01 0.5595400E-01  5.435912      1.076667    
  2004.3 0.2666226E-01 0.5440757E-01  6.510659      1.486667    
  2004.4 0.2861479E-01 0.5396538E-01  7.380329      2.006667    
  2005.1 0.3317819E-01 0.5292068E-01  7.128672      2.536667    
  2005.2 0.3831808E-01 0.5115378E-01  6.102173      2.863333    
  2005.3 0.4339100E-01 0.4975337E-01  5.746600      3.360000    
  2005.4 0.4678304E-01 0.4964352E-01  5.776460      3.826667    
  2006.1 0.4614592E-01 0.4731667E-01  5.732748      4.393333    
  2006.2 0.4503117E-01 0.4666969E-01  6.246817      4.703333    
  2006.3 0.4333972E-01 0.4655398E-01  7.234139      4.906667    
  2006.4 0.4468049E-01 0.4466963E-01  7.862477      4.903333    
  2007.1 0.4574580E-01 0.4536088E-01  7.694075      4.983333    
  2007.2 0.4905457E-01 0.4507805E-01  7.424837      4.736667    
  2007.3 0.5088283E-01 0.4670151E-01  7.166305      4.303333    
  2007.4 0.5277584E-01 0.4813029E-01  6.939620      3.390000    
  2008.1 0.5430042E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5699797E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5528733E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5984672E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6359791E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.6966646E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.7580046E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8035005E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8361548E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8713855E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9693913E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1039126     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1053016     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1019819     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1016919     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9829418E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9507010E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9423960E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9369160E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9245308E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9051542E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9009908E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.8811044E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.8476256E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8155296E-01 0.7353172E-01 0.1870321     0.2222305    
  2014.2 0.7901732E-01 0.7371212E-01 0.5610065     0.2267692    
  2014.3 0.7592848E-01 0.7344075E-01  1.116756     0.2727381    
  2014.4 0.7631465E-01 0.7270034E-01  1.261992     0.3896289    
  2015.1 0.7427994E-01 0.7163268E-01  1.150272     0.5446822    
  2015.2 0.7505369E-01 0.7041296E-01 0.5646994     0.7056998    
  2015.3 0.7909995E-01 0.6919799E-01 0.5513879     0.8622789    
  2015.4 0.8118569E-01 0.6810526E-01 0.7250724      1.011500    
  2016.1 0.8641525E-01 0.6720077E-01  0.000000      1.148466    
  2016.2 0.8788587E-01 0.6650839E-01  0.000000      1.268463    
  2016.3 0.8579749E-01 0.6602361E-01 0.5720635      1.370028    
  2016.4 0.9198194E-01 0.6572500E-01  0.000000      1.454232    
  2017.1 0.9336935E-01 0.6557762E-01  0.000000      1.523254    
  2017.2 0.9719453E-01 0.6554472E-01  0.000000      1.579320    
  2017.3 0.9802613E-01 0.6559437E-01  0.000000      1.624370    
  2017.4 0.9812994E-01 0.6569973E-01  0.000000      1.660170    
  2018.1 0.9819914E-01 0.6583532E-01  0.000000      1.688692    
  2018.2 0.9960419E-01 0.6598118E-01  0.000000      1.711782    
  2018.3 0.9561548E-01 0.6612472E-01  0.000000      1.730742    
  2018.4 0.9184670E-01 0.6625905E-01  0.000000      1.746369    
  2019.1 0.9136398E-01 0.6637441E-01  0.000000      1.759767    
  2019.2 0.8994909E-01 0.6646188E-01  0.000000      1.772234    
  2019.3 0.8773463E-01 0.6651811E-01 0.5154859E-01  1.784603    
  2019.4 0.8400766E-01 0.6654506E-01 0.4255085      1.797049    
  2020.1 0.8097549E-01 0.6654177E-01  1.009108      1.809908    
  2020.2 0.8083893E-01 0.6650849E-01  1.287123      1.823601    
  2020.3 0.8103258E-01 0.6644969E-01  1.274855      1.838160    
  2020.4 0.8017324E-01 0.6637212E-01  1.359576      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.284610385796E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     124 IER= 4 F=  0.241918522304E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.69726241707E-05  0.48052214833E-05  0.31493008719E-05

X VALUES

  0.52330602058E+00  0.13171071701E+01 -0.40548060864E+00

MEAN OF DEPENDENT VARIABLE   749999.217257944

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.523306021       0.022418089   23.34303
  2       1.100000000       1.317107170       0.067007888   19.65600
  3      -0.100000000      -0.405480609       0.064362475   -6.29995

SE of equation          =      0.010889789
Sum of squared residuals =  0.241918522E-01   0.106448845    
Sum of ABS residuals     =  0.817297488    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98258

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.185363405187E-01

TERMINATION. ITERS=    9 FUNCTION EVALS=     152 IER= 4 F=  0.890669511766E-02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.11277244153E-08 -0.11157150231E-07 -0.12357027458E-07

X VALUES

  0.63575155038E+00  0.14160568396E+01 -0.46619483999E+00

MEAN OF DEPENDENT VARIABLE   749999.213583792

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.635751550       0.015501251   41.01292
  2       1.100000000       1.416056840       0.061256575   23.11681
  3      -0.100000000      -0.466194840       0.055768597   -8.35945

SE of equation          =      0.006607592
Sum of squared residuals =  0.890669512E-02  -0.617502806E-01
Sum of ABS residuals     =  0.511844060    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99739

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.441420303586E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     124 IER= 4 F=  0.333421024846E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.33299115454E-07 -0.31846799279E-06 -0.56753104426E-06

X VALUES

  0.46624875106E+00  0.12592652740E+01 -0.39156857449E+00

MEAN OF DEPENDENT VARIABLE   749999.250681572

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.466248751       0.027694345   16.83552
  2       1.100000000       1.259265274       0.064661845   19.47463
  3      -0.100000000      -0.391568574       0.060969466   -6.42237

SE of equation          =      0.013177890
Sum of squared residuals =  0.333421025E-01   0.145373318    
Sum of ABS residuals     =   1.00884621    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98557

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.335322944644E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     116 IER= 3 F=  0.282325732431E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.22321507429E-09  0.17409347723E-08  0.26584190896E-10

X VALUES

  0.48035849904E+00  0.96007239497E+00 -0.10440632075E-01

MEAN OF DEPENDENT VARIABLE   749999.261118857

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.480358499       0.022291422   21.54903
  2       1.100000000       0.960072395       0.074150210   12.94767
  3      -0.100000000      -0.010440632       0.070990385   -0.14707

SE of equation          =      0.011764139
Sum of squared residuals =  0.282325732E-01   0.112862065    
Sum of ABS residuals     =  0.974029226    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98580

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.349767086314E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     109 IER= 3 F=  0.349628433353E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.55194179958E-07  0.16975824978E-06  0.18714450144E-06

X VALUES

  0.47052672966E+00  0.87332864239E+00  0.54863180339E-01

MEAN OF DEPENDENT VARIABLE   749999.274408570

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.470526730       0.438259595    1.07363
  2       1.100000000       0.873328642       2.509962877    0.34794
  3      -0.100000000       0.054863180       2.348980389    0.02336

SE of equation          =      0.413988511
Sum of squared residuals =   34.9628433        6.62443440    
Sum of ABS residuals     =   7.77557101    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95808

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.231152370759E+01

TERMINATION. ITERS=    7 FUNCTION EVALS=     117 IER= 4 F=  0.226485803970E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.39744279723E-06 -0.14783866618E-05 -0.31272600582E-07

X VALUES

  0.67042450169E+00  0.80053561198E+00 -0.14769119472E+00

MEAN OF DEPENDENT VARIABLE   749999.233457085

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.670424502       0.162202160    4.13326
  2       1.100000000       0.800535612       0.313550817    2.55313
  3      -0.100000000      -0.147691195       0.283616852   -0.52074

SE of equation          =      0.105367193
Sum of squared residuals =   2.26485804        2.68939098    
Sum of ABS residuals     =   4.58747427    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91591

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.961574831251E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.893516268099E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.32424717690E-07 -0.21250634170E-06 -0.33110762903E-06

X VALUES

  0.93814228542E+00  0.10058058472E+01 -0.23825073403E-01

MEAN OF DEPENDENT VARIABLE   749999.431796390

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.938142285       0.139658349    6.71741
  2       1.100000000       1.005805847       0.082894497   12.13357
  3      -0.100000000      -0.023825073       0.082866427   -0.28751

SE of equation          =      0.073812397
Sum of squared residuals =  0.893516268        1.17927942    
Sum of ABS residuals     =   5.55135197    
R squared                =    1.00000
Durbin-Watson statistic  =    1.84968

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.795854157638E+00

TERMINATION. ITERS=    8 FUNCTION EVALS=     126 IER= 4 F=  0.750710974440E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.46874859219E-05 -0.10963653955E-05  0.18091488658E-05

X VALUES

  0.58823339154E+00  0.66011242782E+00 -0.12002280022E+00

MEAN OF DEPENDENT VARIABLE   749999.288870019

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.588233392       0.044705148   13.15807
  2       1.100000000       0.660112428       0.161484726    4.08777
  3      -0.100000000      -0.120022800       0.157010434   -0.76443

SE of equation          =      0.060662639
Sum of squared residuals =  0.750710974        1.97509153    
Sum of ABS residuals     =   4.33964982    
R squared                =    1.00000
Durbin-Watson statistic  =    1.76675

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.638980295340E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.521734772039E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.12149909470E-04 -0.12130330839E-04 -0.20727327012E-04

X VALUES

  0.92734402773E+00  0.69823504619E+00  0.24103927765E+00

MEAN OF DEPENDENT VARIABLE   749999.286871616

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.927344028       0.120854446    7.67323
  2       1.100000000       0.698235046       0.080200230    8.70615
  3      -0.100000000       0.241039278       0.080897311    2.97957

SE of equation          =      0.056403099
Sum of squared residuals =  0.521734772       0.377904304    
Sum of ABS residuals     =   3.90603504    
R squared                =    1.00000
Durbin-Watson statistic  =    1.90743

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.416038368387E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     101 IER= 4 F=  0.399641610634E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.40571033625E-08  0.13442638863E-06  0.11727057280E-06

X VALUES

  0.28972609293E+00  0.10412181679E+01 -0.87829477759E-01

MEAN OF DEPENDENT VARIABLE   749999.305155355

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.289726093       0.120774436    2.39890
  2       1.100000000       1.041218168       0.103849014   10.02627
  3      -0.100000000      -0.087829478       0.103606582   -0.84772

SE of equation          =      0.050614279
Sum of squared residuals =  0.399641611        1.40319404    
Sum of ABS residuals     =   3.13425703    
R squared                =    1.00000
Durbin-Watson statistic  =    1.74237

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.472820168604E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     101 IER= 3 F=  0.408680401211E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.48784301048E-09 -0.15462006578E-07 -0.11303880829E-07

X VALUES

  0.57065165933E+00  0.58871521837E+00 -0.10442826218E+00

MEAN OF DEPENDENT VARIABLE   749999.281227415

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.570651659       0.038520874   14.81409
  2       1.100000000       0.588715218       0.112122883    5.25063
  3      -0.100000000      -0.104428262       0.108955823   -0.95845

SE of equation          =      0.044758634
Sum of squared residuals =  0.408680401        2.16597274    
Sum of ABS residuals     =   4.19494143    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69260

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.646709637879E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      46 IER= 3 F=  0.636408004053E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.47759903795E-11  0.63359781209E-11

X VALUES

  0.11913535307E+01 -0.29569252266E+00

MEAN OF DEPENDENT VARIABLE   749999.255452826

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.191353531       0.200972257    5.92795
  2      -0.100000000      -0.295692523       0.185909622   -1.59052

SE of equation          =      0.023422801
Sum of squared residuals =  0.636408004E-01   0.793240748    
Sum of ABS residuals     =   1.08328183    
R squared                =    1.00000
Durbin-Watson statistic  =    1.06896

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.287527806182E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.273135163678E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.10024247069E-10  0.80879545740E-11

X VALUES

  0.11075375707E+01 -0.20590305271E+00

MEAN OF DEPENDENT VARIABLE   749999.211556481

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.107537571       0.092268249   12.00345
  2      -0.100000000      -0.205903053       0.089114563   -2.31054

SE of equation          =      0.036590953
Sum of squared residuals =  0.273135164       0.517034557    
Sum of ABS residuals     =   3.57427339    
R squared                =    1.00000
Durbin-Watson statistic  =    1.76164

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4730086E-01 0.5234225E-01  1.278339      1.083667    
  1954.2 0.5357864E-01 0.5783462E-01  1.181677     0.8143333    
  1954.3 0.5047122E-01 0.5970489E-01  2.672274     0.8696667    
  1954.4 0.4923665E-01 0.5361334E-01  2.942790      1.036333    
  1955.1 0.4928035E-01 0.4710636E-01  2.854523      1.256333    
  1955.2 0.5926464E-01 0.4380454E-01 0.2048360      1.614333    
  1955.3 0.5467708E-01 0.4109694E-01  0.000000      1.861333    
  1955.4 0.4454123E-01 0.4208878E-01  2.925057      2.349333    
  1956.1 0.3150591E-01 0.4031458E-01  5.307062      2.379333    
  1956.2 0.2233581E-01 0.4190614E-01  6.075612      2.596667    
  1956.3 0.1614632E-01 0.4128671E-01  6.418704      2.596667    
  1956.4 0.1019096E-01 0.4100540E-01  7.036316      3.063667    
  1957.1 0.7014960E-02 0.3946671E-01  7.858207      3.171667    
  1957.2 0.5173352E-02 0.4062513E-01  8.453147      3.157000    
  1957.3 0.4788507E-02 0.4207225E-01  8.718567      3.382333    
  1957.4 0.5513590E-02 0.4923487E-01  8.882017      3.343333    
  1958.1 0.5489038E-02 0.6275076E-01  9.054794      1.838000    
  1958.2 0.3237703E-02 0.7359928E-01  9.152577      1.017667    
  1958.3 0.4769320E-02 0.7309055E-01  9.926848      1.710667    
  1958.4 0.4402079E-02 0.6352766E-01  11.31557      2.787667    
  1959.1 0.1520492E-01 0.5798631E-01  10.64513      2.800333    
  1959.2 0.1841130E-01 0.5104500E-01  9.906318      3.019333    
  1959.3 0.3001379E-01 0.5287044E-01  8.871125      3.533000    
  1959.4 0.4232526E-01 0.5592834E-01  6.807576      4.299333    
  1960.1 0.4986892E-01 0.5159512E-01  5.635329      3.943000    
  1960.2 0.5016609E-01 0.5225835E-01  5.637368      3.092333    
  1960.3 0.5180654E-01 0.5549938E-01  5.587418      2.390333    
  1960.4 0.4862003E-01 0.6251647E-01  5.160996      2.360667    
  1961.1 0.4566477E-01 0.6773354E-01  4.931628      2.376667    
  1961.2 0.4596902E-01 0.6971717E-01  4.892763      2.324667    
  1961.3 0.4617449E-01 0.6749309E-01  4.219601      2.324667    
  1961.4 0.4164807E-01 0.6171891E-01  4.462184      2.475000    
  1962.1 0.3723786E-01 0.5614436E-01  4.647535      2.739000    
  1962.2 0.3215177E-01 0.5482584E-01  5.178745      2.716000    
  1962.3 0.2971551E-01 0.5539051E-01  5.658699      2.858000    
  1962.4 0.3271590E-01 0.5505923E-01  5.510964      2.803333    
  1963.1 0.3721910E-01 0.5779253E-01  4.853198      2.909000    
  1963.2 0.3979027E-01 0.5680856E-01  4.749909      2.941333    
  1963.3 0.3921286E-01 0.5493742E-01  5.111725      3.280667    
  1963.4 0.4117073E-01 0.5572673E-01  4.788444      3.499333    
  1964.1 0.4444133E-01 0.5457706E-01  3.829252      3.538000    
  1964.2 0.4205409E-01 0.5220257E-01  4.351843      3.481333    
  1964.3 0.3985370E-01 0.4989598E-01  5.464552      3.504000    
  1964.4 0.4462197E-01 0.4953597E-01  3.419657      3.685000    
  1965.1 0.4829266E-01 0.4871666E-01  2.211387      3.899667    
  1965.2 0.4977835E-01 0.4655354E-01  2.593859      3.879000    
  1965.3 0.4556128E-01 0.4351989E-01  3.580457      3.859667    
  1965.4 0.4387860E-01 0.4102298E-01  4.245013      4.158667    
  1966.1 0.3962235E-01 0.3848268E-01  5.494961      4.630667    
  1966.2 0.3465607E-01 0.3807639E-01  6.038847      4.597333    
  1966.3 0.3312084E-01 0.3750700E-01  5.700828      5.047667    
  1966.4 0.3811426E-01 0.3683286E-01  5.258074      5.246000    
  1967.1 0.4392571E-01 0.3809930E-01  4.115973      4.533667    
  1967.2 0.4851857E-01 0.3806934E-01  3.669654      3.657333    
  1967.3 0.5639293E-01 0.3784696E-01  3.402286      4.344667    
  1967.4 0.5763854E-01 0.3915978E-01  3.701699      4.787333    
  1968.1 0.5431358E-01 0.3728355E-01  4.252324      5.064667    
  1968.2 0.4743281E-01 0.3537721E-01  4.687410      5.510000    
  1968.3 0.3889877E-01 0.3510557E-01  5.283774      5.226333    
  1968.4 0.3288439E-01 0.3392130E-01  6.312846      5.580667    
  1969.1 0.2512583E-01 0.3376971E-01  6.946797      6.137667    
  1969.2 0.1923159E-01 0.3424592E-01  7.397778      6.240000    
  1969.3 0.1365694E-01 0.3590757E-01  7.981969      7.046667    
  1969.4 0.1572507E-01 0.3581941E-01  8.266892      7.317667    
  1970.1 0.1215897E-01 0.4159508E-01  8.748820      7.262667    
  1970.2 0.1927577E-01 0.4746577E-01  8.227000      6.752333    
  1970.3 0.2511028E-01 0.5169088E-01  7.083387      6.374667    
  1970.4 0.3184118E-01 0.5802797E-01  6.480010      5.358333    
  1971.1 0.3826502E-01 0.5914467E-01  6.215875      3.863333    
  1971.2 0.3981463E-01 0.5907857E-01  6.421243      4.206000    
  1971.3 0.4177507E-01 0.5983336E-01  6.458077      5.050333    
  1971.4 0.3951635E-01 0.5954344E-01  6.362913      4.234333    
  1972.1 0.3470949E-01 0.5768041E-01  7.453222      3.435333    
  1972.2 0.3146135E-01 0.5658509E-01  9.173132      3.748333    
  1972.3 0.3717126E-01 0.5584112E-01  10.03871      4.241333    
  1972.4 0.3783141E-01 0.5304486E-01  9.089047      4.851333    
  1973.1 0.4009518E-01 0.4950510E-01  8.987955      5.639667    
  1973.2 0.4321453E-01 0.4889844E-01  8.977590      6.608333    
  1973.3 0.4723295E-01 0.4793204E-01  7.966559      8.388333    
  1973.4 0.5732039E-01 0.4769321E-01  7.128572      7.461667    
  1974.1 0.6056907E-01 0.5085049E-01  7.296276      7.600333    
  1974.2 0.6271025E-01 0.5161500E-01  7.303564      8.268000    
  1974.3 0.5944231E-01 0.5583721E-01  8.452877      8.286333    
  1974.4 0.5841468E-01 0.6556479E-01  8.207692      7.336000    
  1975.1 0.5652793E-01 0.8217515E-01  8.634387      5.873333    
  1975.2 0.5883184E-01 0.8828988E-01  8.494741      5.400667    
  1975.3 0.6124702E-01 0.8467753E-01  8.197230      6.336667    
  1975.4 0.6313781E-01 0.8259670E-01  7.830791      5.684333    
  1976.1 0.6266960E-01 0.7723461E-01  7.258057      4.953333    
  1976.2 0.6254096E-01 0.7526804E-01  7.217398      5.168667    
  1976.3 0.5991582E-01 0.7700112E-01  7.609654      5.168667    
  1976.4 0.5960482E-01 0.7733424E-01  7.639422      4.698000    
  1977.1 0.5962421E-01 0.7493048E-01  7.512564      4.624000    
  1977.2 0.5861654E-01 0.7104693E-01  7.596124      4.828667    
  1977.3 0.5573823E-01 0.6864221E-01  7.703866      5.472000    
  1977.4 0.5629321E-01 0.6612385E-01  7.313918      6.137000    
  1978.1 0.5905463E-01 0.6326666E-01  6.423523      6.408000    
  1978.2 0.5914759E-01 0.5999476E-01  6.602770      6.481000    
  1978.3 0.6288137E-01 0.6021465E-01  6.721578      7.315333    
  1978.4 0.6217349E-01 0.5883992E-01  6.894465      8.680333    
  1979.1 0.6250477E-01 0.5877879E-01  6.773847      9.357667    
  1979.2 0.5753324E-01 0.5714052E-01  7.526857      9.372333    
  1979.3 0.5047839E-01 0.5868435E-01  8.957532      9.631333    
  1979.4 0.5420878E-01 0.5940129E-01  8.704943      11.80367    
  1980.1 0.5311885E-01 0.6296949E-01  5.657711      13.45867    
  1980.2 0.5414728E-01 0.7323656E-01  5.850340      10.04933    
  1980.3 0.5630957E-01 0.7680771E-01  9.111395      9.235333    
  1980.4 0.5611996E-01 0.7398623E-01  12.06950      13.70967    
  1981.1 0.5843815E-01 0.7426606E-01  9.893062      14.36900    
  1981.2 0.6362878E-01 0.7398937E-01  11.12402      14.82900    
  1981.3 0.6541717E-01 0.7417361E-01  12.14771      15.08733    
  1981.4 0.6518555E-01 0.8241053E-01  12.66219      12.02267    
  1982.1 0.6606998E-01 0.8843563E-01  14.70038      12.89500    
  1982.2 0.6514702E-01 0.9425762E-01  14.42624      12.35900    
  1982.3 0.6798383E-01 0.9942961E-01  13.89742      9.705333    
  1982.4 0.7040177E-01 0.1067659      12.10870      7.935000    
  1983.1 0.7067930E-01 0.1039701      11.71341      8.081333    
  1983.2 0.7046865E-01 0.1010214      11.47218      8.420667    
  1983.3 0.6867308E-01 0.9360138E-01  10.26512      9.186667    
  1983.4 0.7328945E-01 0.8541760E-01  9.178983      8.793333    
  1984.1 0.7415807E-01 0.7871758E-01  9.591396      9.133333    
  1984.2 0.7285081E-01 0.7478733E-01  9.738193      9.843333    
  1984.3 0.6943103E-01 0.7451999E-01  9.413515      10.34333    
  1984.4 0.6572965E-01 0.7283015E-01  9.256003      8.973333    
  1985.1 0.5893444E-01 0.7279936E-01  9.373079      8.183333    
  1985.2 0.5170030E-01 0.7288834E-01  9.931901      7.523333    
  1985.3 0.4574722E-01 0.7210537E-01  10.35192      7.103333    
  1985.4 0.4432782E-01 0.7054201E-01  10.39395      7.146667    
  1986.1 0.4273854E-01 0.7015712E-01  9.835261      6.886667    
  1986.2 0.3966728E-01 0.7180384E-01  9.630279      6.130000    
  1986.3 0.3730641E-01 0.6991001E-01  9.984360      5.533333    
  1986.4 0.3505142E-01 0.6835172E-01  10.31944      5.340000    
  1987.1 0.3587258E-01 0.6620689E-01  10.68055      5.533333    
  1987.2 0.4367786E-01 0.6280795E-01  7.981229      5.733333    
  1987.3 0.3920862E-01 0.6014193E-01  6.849547      6.033333    
  1987.4 0.3068603E-01 0.5868976E-01  9.155785      6.003333    
  1988.1 0.2516205E-01 0.5727587E-01  10.60875      5.760000    
  1988.2 0.2046064E-01 0.5487146E-01  10.32928      6.230000    
  1988.3 0.2024351E-01 0.5492451E-01  10.80591      6.993333    
  1988.4 0.1648425E-01 0.5350265E-01  12.17742      7.703333    
  1989.1 0.1922104E-01 0.5215423E-01  12.00476      8.533333    
  1989.2 0.2392210E-01 0.5244464E-01  10.80275      8.440000    
  1989.3 0.2664007E-01 0.5277223E-01  9.810375      7.850000    
  1989.4 0.3334684E-01 0.5373561E-01  8.618271      7.633333    
  1990.1 0.3847321E-01 0.5300361E-01  7.643333      7.756667    
  1990.2 0.3941238E-01 0.5337414E-01  7.760214      7.766667    
  1990.3 0.4431341E-01 0.5687498E-01  7.902746      7.493333    
  1990.4 0.5568843E-01 0.6113686E-01  4.825991      7.023333    
  1991.1 0.6218020E-01 0.6574073E-01  2.849007      6.053333    
  1991.2 0.6992594E-01 0.6823443E-01  2.641861      5.593333    
  1991.3 0.7673440E-01 0.6853392E-01  1.845957      5.406667    
  1991.4 0.8011970E-01 0.7096660E-01 0.9490961      4.583333    
  1992.1 0.7995322E-01 0.7379080E-01 0.9699453      3.910000    
  1992.2 0.8473954E-01 0.7594573E-01 0.6186457      3.723333    
  1992.3 0.8516511E-01 0.7626478E-01  0.000000      3.130000    
  1992.4 0.8542597E-01 0.7406133E-01  0.000000      3.076667    
  1993.1 0.8459243E-01 0.7149713E-01 0.3058296      2.993333    
  1993.2 0.8132253E-01 0.7068857E-01 0.4698493      2.983333    
  1993.3 0.7593148E-01 0.6799552E-01 0.7016689      3.020000    
  1993.4 0.7339863E-01 0.6619143E-01 0.7318678      3.080000    
  1994.1 0.7783710E-01 0.6555817E-01 0.5379922      3.250000    
  1994.2 0.7296876E-01 0.6165512E-01  1.115304      4.036667    
  1994.3 0.6028489E-01 0.6001291E-01  2.319631      4.510000    
  1994.4 0.5358810E-01 0.5619378E-01  2.184898      5.283333    
  1995.1 0.4438454E-01 0.5477964E-01  2.735611      5.780000    
  1995.2 0.4104501E-01 0.5674622E-01  3.357078      5.623333    
  1995.3 0.4101768E-01 0.5658385E-01  3.875768      5.380000    
  1995.4 0.4290542E-01 0.5572015E-01  4.139533      5.270000    
  1996.1 0.4528660E-01 0.5545427E-01  4.513591      4.950000    
  1996.2 0.5034330E-01 0.5470120E-01  4.877258      5.040000    
  1996.3 0.5940919E-01 0.5259294E-01  4.787001      5.136667    
  1996.4 0.6285918E-01 0.5310254E-01  3.317675      4.970000    
  1997.1 0.6710007E-01 0.5223738E-01  2.030769      5.063333    
  1997.2 0.7035478E-01 0.4974959E-01  1.566511      5.073333    
  1997.3 0.6834604E-01 0.4858023E-01  1.515429      5.056667    
  1997.4 0.6485844E-01 0.4680572E-01  1.283394      5.086667    
  1998.1 0.5999354E-01 0.4637954E-01  1.754544      5.053333    
  1998.2 0.5631210E-01 0.4414228E-01  2.181102      4.976667    
  1998.3 0.5276983E-01 0.4528502E-01  2.857220      4.823333    
  1998.4 0.5007160E-01 0.4429607E-01  3.483173      4.253333    
  1999.1 0.5417781E-01 0.4284456E-01  3.766476      4.406667    
  1999.2 0.4984516E-01 0.4248440E-01  4.347978      4.453333    
  1999.3 0.3966510E-01 0.4243400E-01  5.294814      4.650000    
  1999.4 0.3759067E-01 0.4077788E-01  4.658614      5.043333    
  2000.1 0.3214336E-01 0.4048765E-01  5.099643      5.520000    
  2000.2 0.3168972E-01 0.3947782E-01  5.229991      5.713333    
  2000.3 0.3716227E-01 0.4030117E-01  5.568772      6.016667    
  2000.4 0.3906762E-01 0.3918419E-01  6.573103      6.016667    
  2001.1 0.4111631E-01 0.4230321E-01  6.394055      4.816667    
  2001.2 0.4358048E-01 0.4411448E-01  5.842444      3.660000    
  2001.3 0.4483231E-01 0.4819249E-01  5.371112      3.170000    
  2001.4 0.4933579E-01 0.5537421E-01  4.435768      1.906667    
  2002.1 0.4960681E-01 0.5705425E-01  4.726355      1.820000    
  2002.2 0.4947549E-01 0.5845793E-01  5.508671      1.716667    
  2002.3 0.5138246E-01 0.5732000E-01  5.780207      1.643333    
  2002.4 0.4896502E-01 0.5851777E-01  6.573587      1.333333    
  2003.1 0.5214404E-01 0.5873963E-01  6.728384      1.156667    
  2003.2 0.5475132E-01 0.6152488E-01  6.091165      1.043333    
  2003.3 0.5871285E-01 0.6107130E-01  5.785803     0.9300000    
  2003.4 0.5586705E-01 0.5820932E-01  4.730610     0.9166667    
  2004.1 0.5344617E-01 0.5687648E-01  5.219549     0.9166667    
  2004.2 0.5220095E-01 0.5595400E-01  5.758392      1.076667    
  2004.3 0.4736883E-01 0.5440757E-01  6.020282      1.486667    
  2004.4 0.4429609E-01 0.5396538E-01  6.036062      2.006667    
  2005.1 0.4826713E-01 0.5292068E-01  6.306440      2.536667    
  2005.2 0.4854167E-01 0.5115378E-01  6.151608      2.863333    
  2005.3 0.4861907E-01 0.4975337E-01  5.080662      3.360000    
  2005.4 0.5463819E-01 0.4964352E-01  4.333311      3.826667    
  2006.1 0.5395501E-01 0.4731667E-01  4.568455      4.393333    
  2006.2 0.5197254E-01 0.4666969E-01  5.065909      4.703333    
  2006.3 0.5107540E-01 0.4655398E-01  5.225709      4.906667    
  2006.4 0.4960905E-01 0.4466963E-01  5.086993      4.903333    
  2007.1 0.4632095E-01 0.4536088E-01  4.835482      4.983333    
  2007.2 0.4386853E-01 0.4507805E-01  4.921095      4.736667    
  2007.3 0.4310826E-01 0.4670151E-01  4.846984      4.303333    
  2007.4 0.4354618E-01 0.4813029E-01  4.841479      3.390000    
  2008.1 0.4572602E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.4479992E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.4466498E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5536578E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6437189E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7529419E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8351660E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8764139E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9238456E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9118201E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9512632E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9268209E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9110049E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.8959990E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9191306E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9165190E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9000753E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8829706E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8510196E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8552534E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.8699711E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9174791E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9734506E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9839787E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1021865     0.7353172E-01  0.000000     0.2222305    
  2014.2 0.1057581     0.7371212E-01  0.000000     0.2267692    
  2014.3 0.1072167     0.7344075E-01  0.000000     0.2727381    
  2014.4 0.1070705     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1056994     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1044700     0.7041296E-01  0.000000     0.7056998    
  2015.3 0.1060358     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.1054641     0.6810526E-01  0.000000      1.011500    
  2016.1 0.1017877     0.6720077E-01  0.000000      1.148466    
  2016.2 0.9849968E-01 0.6650839E-01  0.000000      1.268463    
  2016.3 0.9919141E-01 0.6602361E-01 0.5379264E-01  1.370028    
  2016.4 0.9836825E-01 0.6572500E-01 0.1746467      1.454232    
  2017.1 0.9733906E-01 0.6557762E-01  0.000000      1.523254    
  2017.2 0.9688254E-01 0.6554472E-01  0.000000      1.579320    
  2017.3 0.1012196     0.6559437E-01  0.000000      1.624370    
  2017.4 0.1021156     0.6569973E-01 0.7413820E-01  1.660170    
  2018.1 0.9939868E-01 0.6583532E-01  0.000000      1.688692    
  2018.2 0.9628049E-01 0.6598118E-01 0.2501045      1.711782    
  2018.3 0.9341143E-01 0.6612472E-01 0.5121976      1.730742    
  2018.4 0.9091794E-01 0.6625905E-01 0.7632790      1.746369    
  2019.1 0.8708503E-01 0.6637441E-01  1.603167      1.759767    
  2019.2 0.8923014E-01 0.6646188E-01  2.179121      1.772234    
  2019.3 0.9224663E-01 0.6651811E-01  2.609299      1.784603    
  2019.4 0.9315584E-01 0.6654506E-01  1.453133      1.797049    
  2020.1 0.9276090E-01 0.6654177E-01  1.230891      1.809908    
  2020.2 0.9681904E-01 0.6650849E-01  1.653049      1.823601    
  2020.3 0.1004834     0.6644969E-01  2.133839      1.838160    
  2020.4 0.1008116     0.6637212E-01 0.9150246      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.394104451807E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     119 IER= 4 F=  0.342556603611E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10924365937E-06 -0.11721614937E-07 -0.56271212826E-07

X VALUES

  0.50130252596E+00  0.10391064142E+01 -0.20508186636E+00

MEAN OF DEPENDENT VARIABLE   749999.224581078

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.501302526       0.021188882   23.65875
  2       1.100000000       1.039106414       0.071013788   14.63246
  3      -0.100000000      -0.205081866       0.067714486   -3.02863

SE of equation          =      0.012958391
Sum of squared residuals =  0.342556604E-01   0.200332508    
Sum of ABS residuals     =  0.979021221    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99805

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.141542037320E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     126 IER= 4 F=  0.761401584354E-02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.53091856512E-06  0.16769856293E-06  0.18225183848E-06

X VALUES

  0.59665961903E+00  0.10495953387E+01 -0.10854493105E+00

MEAN OF DEPENDENT VARIABLE   749999.246729733

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.596659619       0.011773578   50.67785
  2       1.100000000       1.049595339       0.070797353   14.82535
  3      -0.100000000      -0.108544931       0.066021922   -1.64407

SE of equation          =      0.006109305
Sum of squared residuals =  0.761401584E-02   0.479161824E-01
Sum of ABS residuals     =  0.543184979    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98858

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.388352153619E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.323977745283E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.47697048201E-06  0.20808716358E-05  0.15760653750E-05

X VALUES

  0.45555183466E+00  0.11508171736E+01 -0.25093010863E+00

MEAN OF DEPENDENT VARIABLE   749999.260454595

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.455551835       0.024167549   18.84973
  2       1.100000000       1.150817174       0.069507536   16.55673
  3      -0.100000000      -0.250930109       0.066333154   -3.78288

SE of equation          =      0.012989935
Sum of squared residuals =  0.323977745E-01   0.142511282    
Sum of ABS residuals     =  0.955142302    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98275

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.429470986060E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.358156837643E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10663026632E-06 -0.55355179022E-07 -0.25420754767E-07

X VALUES

  0.51172341456E+00  0.13304943317E+01 -0.36815204296E+00

MEAN OF DEPENDENT VARIABLE   749999.243055837

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.511723415       0.011486872   44.54854
  2       1.100000000       1.330494332       0.066361309   20.04925
  3      -0.100000000      -0.368152043       0.063495888   -5.79805

SE of equation          =      0.013250173
Sum of squared residuals =  0.358156838E-01  -0.414102012    
Sum of ABS residuals     =   1.12253729    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97730

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.327053074828E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     110 IER= 4 F=  0.326906420813E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.18409972782E-05  0.27254121618E-04  0.26655715305E-04

X VALUES

  0.53211120417E+00  0.13816864898E+01 -0.41811053958E+00

MEAN OF DEPENDENT VARIABLE   749999.260302468

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.532111204       0.631245392    0.84295
  2       1.100000000       1.381686490       2.011039282    0.68705
  3      -0.100000000      -0.418110540       1.895287910   -0.22061

SE of equation          =      0.400310187
Sum of squared residuals =   32.6906421        6.34241900    
Sum of ABS residuals     =   7.73667277    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97053

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.236800462710E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      84 IER= 4 F=  0.235352816624E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.91045595327E-06  0.17367486442E-06  0.73089370045E-07

X VALUES

  0.46681483627E+00  0.10575811221E+01 -0.15979805610E+00

MEAN OF DEPENDENT VARIABLE   749999.215657287

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.466814836       0.167808975    2.78182
  2       1.100000000       1.057581122       0.248631376    4.25361
  3      -0.100000000      -0.159798056       0.242855492   -0.65800

SE of equation          =      0.107409975
Sum of squared residuals =   2.35352817        1.86188807    
Sum of ABS residuals     =   5.09170877    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91917

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.824643318829E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     110 IER= 4 F=  0.630430167151E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.69668055847E-07 -0.43414546143E-07 -0.39814235894E-08

X VALUES

  0.10814658838E+01  0.10455487542E+01 -0.78914791458E-01

MEAN OF DEPENDENT VARIABLE   749999.348310172

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.081465884       0.088006437   12.28849
  2       1.100000000       1.045548754       0.084522776   12.37002
  3      -0.100000000      -0.078914791       0.084226589   -0.93693

SE of equation          =      0.062000697
Sum of squared residuals =  0.630430167       0.678306417    
Sum of ABS residuals     =   4.73098285    
R squared                =    1.00000
Durbin-Watson statistic  =    1.83102

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.327109225479E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.258327952772E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10035036652E-06  0.10514008633E-04  0.97605664580E-05

X VALUES

  0.53251854568E+00  0.84811402906E+00 -0.34395708184E+00

MEAN OF DEPENDENT VARIABLE   749999.297988919

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.532518546       0.023449276   22.70938
  2       1.100000000       0.848114029       0.085041533    9.97294
  3      -0.100000000      -0.343957082       0.083570832   -4.11576

SE of equation          =      0.035585299
Sum of squared residuals =  0.258327953        1.29721552    
Sum of ABS residuals     =   3.57344379    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72624

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.454646520804E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     101 IER= 3 F=  0.369347814441E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.16859008529E-08  0.38566417903E-08  0.16653345369E-08

X VALUES

  0.80308220750E+00  0.81021854574E+00  0.48159836686E-02

MEAN OF DEPENDENT VARIABLE   749999.266635090

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.803082207       0.081582225    9.84384
  2       1.100000000       0.810218546       0.083081178    9.75213
  3      -0.100000000       0.004815984       0.083172848    0.05790

SE of equation          =      0.047456515
Sum of squared residuals =  0.369347814       0.139972899    
Sum of ABS residuals     =   3.28101919    
R squared                =    1.00000
Durbin-Watson statistic  =    1.82469

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.261519788603E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.228315146039E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.65850483917E-07 -0.48015451863E-06 -0.36390584345E-06

X VALUES

  0.36552976897E+00  0.93309352588E+00 -0.49703044975E-01

MEAN OF DEPENDENT VARIABLE   749999.268221855

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.365529769       0.096633403    3.78264
  2       1.100000000       0.933093526       0.062813695   14.85494
  3      -0.100000000      -0.049703045       0.062918956   -0.78995

SE of equation          =      0.038256485
Sum of squared residuals =  0.228315146       0.685683630    
Sum of ABS residuals     =   2.62290487    
R squared                =    1.00000
Durbin-Watson statistic  =    1.75500

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.311946039215E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.251845407811E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.82534417801E-05  0.18504260441E-04  0.21934635331E-04

X VALUES

  0.44503897730E+00  0.94912860873E+00 -0.40928371002E+00

MEAN OF DEPENDENT VARIABLE   749999.282918109

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.445038977       0.028180788   15.79228
  2       1.100000000       0.949128609       0.090160998   10.52704
  3      -0.100000000      -0.409283710       0.086555767   -4.72856

SE of equation          =      0.035135969
Sum of squared residuals =  0.251845408        1.08820107    
Sum of ABS residuals     =   3.26019943    
R squared                =    1.00000
Durbin-Watson statistic  =    1.77168

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.829921617466E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      41 IER= 3 F=  0.814877730015E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.84270489160E-11  0.77946999039E-11

X VALUES

  0.10045569507E+01 -0.11572686808E+00

MEAN OF DEPENDENT VARIABLE   749999.271743060

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.004556951       0.158205162    6.34971
  2      -0.100000000      -0.115726868       0.157568228   -0.73446

SE of equation          =      0.026504354
Sum of squared residuals =  0.814877730E-01   0.910235859    
Sum of ABS residuals     =   1.20790261    
R squared                =    1.00000
Durbin-Watson statistic  =    1.23634

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.352986715055E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.331986921044E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.11555136113E-10 -0.13162382218E-10

X VALUES

  0.10568852804E+01 -0.16869636610E+00

MEAN OF DEPENDENT VARIABLE   749999.279082670

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.056885280       0.083273250   12.69177
  2      -0.100000000      -0.168696366       0.081051954   -2.08134

SE of equation          =      0.040340883
Sum of squared residuals =  0.331986921        1.78784672    
Sum of ABS residuals     =   3.47514656    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69499

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4496320E-01 0.5234225E-01 0.7400395      1.083667    
  1954.2 0.4865482E-01 0.5783462E-01 0.1894608     0.8143333    
  1954.3 0.5292845E-01 0.5970489E-01 0.5373247     0.8696667    
  1954.4 0.5190561E-01 0.5361334E-01  1.144313      1.036333    
  1955.1 0.4858076E-01 0.4710636E-01  2.135929      1.256333    
  1955.2 0.4628088E-01 0.4380454E-01  3.370308      1.614333    
  1955.3 0.5055869E-01 0.4109694E-01  4.016266      1.861333    
  1955.4 0.5141623E-01 0.4208878E-01  3.019186      2.349333    
  1956.1 0.5369866E-01 0.4031458E-01  2.587284      2.379333    
  1956.2 0.5710936E-01 0.4190614E-01  2.947904      2.596667    
  1956.3 0.5983531E-01 0.4128671E-01  4.229027      2.596667    
  1956.4 0.6079343E-01 0.4100540E-01  2.850984      3.063667    
  1957.1 0.6491764E-01 0.3946671E-01  1.501521      3.171667    
  1957.2 0.6410656E-01 0.4062513E-01  1.934769      3.157000    
  1957.3 0.6255725E-01 0.4207225E-01  3.419620      3.382333    
  1957.4 0.5941625E-01 0.4923487E-01  3.841901      3.343333    
  1958.1 0.5557853E-01 0.6275076E-01  4.413819      1.838000    
  1958.2 0.5100669E-01 0.7359928E-01  5.032926      1.017667    
  1958.3 0.4457973E-01 0.7309055E-01  5.533614      1.710667    
  1958.4 0.3820316E-01 0.6352766E-01  6.081422      2.787667    
  1959.1 0.3720338E-01 0.5798631E-01  5.844352      2.800333    
  1959.2 0.3363364E-01 0.5104500E-01  6.296927      3.019333    
  1959.3 0.4796213E-01 0.5287044E-01  5.711082      3.533000    
  1959.4 0.6226280E-01 0.5592834E-01  2.144433      4.299333    
  1960.1 0.7009576E-01 0.5159512E-01 0.2060027      3.943000    
  1960.2 0.7514472E-01 0.5225835E-01 0.2024778      3.092333    
  1960.3 0.8017533E-01 0.5549938E-01 0.1423576      2.390333    
  1960.4 0.8158046E-01 0.6251647E-01 0.6120527E-01  2.360667    
  1961.1 0.8022024E-01 0.6773354E-01 0.2752940      2.376667    
  1961.2 0.8074179E-01 0.6971717E-01 0.6035814      2.324667    
  1961.3 0.7711343E-01 0.6749309E-01  2.080388      2.324667    
  1961.4 0.7113922E-01 0.6171891E-01  1.500748      2.475000    
  1962.1 0.6321137E-01 0.5614436E-01 0.9295506      2.739000    
  1962.2 0.5737740E-01 0.5482584E-01  1.045683      2.716000    
  1962.3 0.5588732E-01 0.5539051E-01  1.843789      2.858000    
  1962.4 0.5440019E-01 0.5505923E-01  2.457270      2.803333    
  1963.1 0.5188316E-01 0.5779253E-01  3.009920      2.909000    
  1963.2 0.5323484E-01 0.5680856E-01  3.197508      2.941333    
  1963.3 0.4941082E-01 0.5493742E-01  4.533661      3.280667    
  1963.4 0.4755364E-01 0.5572673E-01  4.722561      3.499333    
  1964.1 0.4595338E-01 0.5457706E-01  5.066706      3.538000    
  1964.2 0.4768928E-01 0.5220257E-01  5.139611      3.481333    
  1964.3 0.4811627E-01 0.4989598E-01  5.083403      3.504000    
  1964.4 0.4653062E-01 0.4953597E-01  5.414225      3.685000    
  1965.1 0.4905433E-01 0.4871666E-01  5.258727      3.899667    
  1965.2 0.4890553E-01 0.4655354E-01  4.998177      3.879000    
  1965.3 0.4740692E-01 0.4351989E-01  5.179007      3.859667    
  1965.4 0.4856910E-01 0.4102298E-01  5.355775      4.158667    
  1966.1 0.4620215E-01 0.3848268E-01  6.165137      4.630667    
  1966.2 0.4639677E-01 0.3807639E-01  6.945350      4.597333    
  1966.3 0.5318202E-01 0.3750700E-01  7.224692      5.047667    
  1966.4 0.5651599E-01 0.3683286E-01  5.977095      5.246000    
  1967.1 0.5951564E-01 0.3809930E-01  4.574168      4.533667    
  1967.2 0.5854347E-01 0.3806934E-01  4.957878      3.657333    
  1967.3 0.5795977E-01 0.3784696E-01  5.830072      4.344667    
  1967.4 0.6413914E-01 0.3915978E-01  3.374733      4.787333    
  1968.1 0.6278802E-01 0.3728355E-01  1.832501      5.064667    
  1968.2 0.6260104E-01 0.3537721E-01  2.174147      5.510000    
  1968.3 0.6561435E-01 0.3510557E-01  2.250139      5.226333    
  1968.4 0.6839112E-01 0.3392130E-01  1.906438      5.580667    
  1969.1 0.7258731E-01 0.3376971E-01  1.508820      6.137667    
  1969.2 0.7043514E-01 0.3424592E-01  1.795189      6.240000    
  1969.3 0.6639016E-01 0.3590757E-01  2.977564      7.046667    
  1969.4 0.6275295E-01 0.3581941E-01  3.720190      7.317667    
  1970.1 0.6307218E-01 0.4159508E-01  2.715594      7.262667    
  1970.2 0.6294142E-01 0.4746577E-01  1.386860      6.752333    
  1970.3 0.6548304E-01 0.5169088E-01  1.185257      6.374667    
  1970.4 0.6939707E-01 0.5802797E-01 0.6442454      5.358333    
  1971.1 0.6810405E-01 0.5914467E-01 0.8956670      3.863333    
  1971.2 0.6795322E-01 0.5907857E-01  1.950464      4.206000    
  1971.3 0.6732738E-01 0.5983336E-01  2.562635      5.050333    
  1971.4 0.6684131E-01 0.5954344E-01  2.900664      4.234333    
  1972.1 0.6884120E-01 0.5768041E-01  3.882266      3.435333    
  1972.2 0.6939104E-01 0.5658509E-01  4.667539      3.748333    
  1972.3 0.7295514E-01 0.5584112E-01  4.341404      4.241333    
  1972.4 0.7986857E-01 0.5304486E-01  3.729316      4.851333    
  1973.1 0.8623668E-01 0.4950510E-01  2.581705      5.639667    
  1973.2 0.9177999E-01 0.4889844E-01  2.310096      6.608333    
  1973.3 0.9347328E-01 0.4793204E-01  2.453786      8.388333    
  1973.4 0.9254449E-01 0.4769321E-01  2.495029      7.461667    
  1974.1 0.9580220E-01 0.5085049E-01  2.280791      7.600333    
  1974.2 0.9222302E-01 0.5161500E-01  2.594324      8.268000    
  1974.3 0.8721746E-01 0.5583721E-01  4.088337      8.286333    
  1974.4 0.8312450E-01 0.6556479E-01  4.697099      7.336000    
  1975.1 0.8180489E-01 0.8217515E-01  4.828513      5.873333    
  1975.2 0.8445403E-01 0.8828988E-01  4.889126      5.400667    
  1975.3 0.8563446E-01 0.8467753E-01  6.265264      6.336667    
  1975.4 0.8656404E-01 0.8259670E-01  4.867948      5.684333    
  1976.1 0.8639112E-01 0.7723461E-01  4.014760      4.953333    
  1976.2 0.9113191E-01 0.7526804E-01  4.218814      5.168667    
  1976.3 0.9707725E-01 0.7700112E-01  4.284966      5.168667    
  1976.4 0.1021260     0.7733424E-01  3.711820      4.698000    
  1977.1 0.1123127     0.7493048E-01  2.826534      4.624000    
  1977.2 0.1149204     0.7104693E-01  2.728305      4.828667    
  1977.3 0.1129439     0.6864221E-01  3.552951      5.472000    
  1977.4 0.1105086     0.6612385E-01  3.849002      6.137000    
  1978.1 0.1078419     0.6326666E-01  3.523887      6.408000    
  1978.2 0.1016225     0.5999476E-01  3.461816      6.481000    
  1978.3 0.9763489E-01 0.6021465E-01  4.561066      7.315333    
  1978.4 0.9249360E-01 0.5883992E-01  6.130760      8.680333    
  1979.1 0.8887945E-01 0.5877879E-01  6.225866      9.357667    
  1979.2 0.8650773E-01 0.5714052E-01  5.799168      9.372333    
  1979.3 0.8257927E-01 0.5868435E-01  6.108177      9.631333    
  1979.4 0.8513547E-01 0.5940129E-01  10.76662      11.80367    
  1980.1 0.8647781E-01 0.6296949E-01  8.342226      13.45867    
  1980.2 0.8873415E-01 0.7323656E-01  6.075912      10.04933    
  1980.3 0.8893153E-01 0.7680771E-01  8.123836      9.235333    
  1980.4 0.8799084E-01 0.7398623E-01  11.35092      13.70967    
  1981.1 0.8706087E-01 0.7426606E-01  10.04820      14.36900    
  1981.2 0.8976736E-01 0.7398937E-01  10.38136      14.82900    
  1981.3 0.9055386E-01 0.7417361E-01  12.21979      15.08733    
  1981.4 0.8947629E-01 0.8241053E-01  14.26649      12.02267    
  1982.1 0.8826131E-01 0.8843563E-01  18.54934      12.89500    
  1982.2 0.9162965E-01 0.9425762E-01  18.11940      12.35900    
  1982.3 0.9808722E-01 0.9942961E-01  13.06256      9.705333    
  1982.4 0.1031237     0.1067659      10.49611      7.935000    
  1983.1 0.1091177     0.1039701      9.637448      8.081333    
  1983.2 0.1134961     0.1010214      8.881191      8.420667    
  1983.3 0.1147772     0.9360138E-01  7.249976      9.186667    
  1983.4 0.1119187     0.8541760E-01  6.253301      8.793333    
  1984.1 0.1091967     0.7871758E-01  5.478835      9.133333    
  1984.2 0.1043340     0.7478733E-01  5.494603      9.843333    
  1984.3 0.9541079E-01 0.7451999E-01  5.815348      10.34333    
  1984.4 0.8552400E-01 0.7283015E-01  5.904462      8.973333    
  1985.1 0.7284726E-01 0.7279936E-01  6.440289      8.183333    
  1985.2 0.6141022E-01 0.7288834E-01  6.867037      7.523333    
  1985.3 0.5398296E-01 0.7210537E-01  7.639951      7.103333    
  1985.4 0.4923449E-01 0.7054201E-01  8.253462      7.146667    
  1986.1 0.5185383E-01 0.7015712E-01  7.719887      6.886667    
  1986.2 0.4869765E-01 0.7180384E-01  7.800337      6.130000    
  1986.3 0.4506145E-01 0.6991001E-01  9.217825      5.533333    
  1986.4 0.4283636E-01 0.6835172E-01  9.671672      5.340000    
  1987.1 0.4441105E-01 0.6620689E-01  9.541536      5.533333    
  1987.2 0.4786949E-01 0.6280795E-01  8.768560      5.733333    
  1987.3 0.5118260E-01 0.6014193E-01  8.370586      6.033333    
  1987.4 0.5271152E-01 0.5868976E-01  7.953012      6.003333    
  1988.1 0.5770864E-01 0.5727587E-01  8.224124      5.760000    
  1988.2 0.5987791E-01 0.5487146E-01  8.145665      6.230000    
  1988.3 0.6392030E-01 0.5492451E-01  7.132087      6.993333    
  1988.4 0.6924024E-01 0.5350265E-01  5.775852      7.703333    
  1989.1 0.7427433E-01 0.5215423E-01  4.536099      8.533333    
  1989.2 0.7835976E-01 0.5244464E-01  4.122677      8.440000    
  1989.3 0.7813532E-01 0.5277223E-01  3.828380      7.850000    
  1989.4 0.7665201E-01 0.5373561E-01  3.351122      7.633333    
  1990.1 0.7118773E-01 0.5300361E-01  3.813301      7.756667    
  1990.2 0.6822537E-01 0.5337414E-01  4.049287      7.766667    
  1990.3 0.6883995E-01 0.5687498E-01  4.163802      7.493333    
  1990.4 0.7050430E-01 0.6113686E-01  4.315959      7.023333    
  1991.1 0.7389747E-01 0.6574073E-01  3.878044      6.053333    
  1991.2 0.7250378E-01 0.6823443E-01  4.267239      5.593333    
  1991.3 0.7340510E-01 0.6853392E-01  4.459112      5.406667    
  1991.4 0.7331140E-01 0.7096660E-01  4.644868      4.583333    
  1992.1 0.7707886E-01 0.7379080E-01  5.161318      3.910000    
  1992.2 0.8000242E-01 0.7594573E-01  4.982728      3.723333    
  1992.3 0.8476227E-01 0.7626478E-01  3.612031      3.130000    
  1992.4 0.9271363E-01 0.7406133E-01  2.368085      3.076667    
  1993.1 0.9889067E-01 0.7149713E-01  1.956465      2.993333    
  1993.2 0.1028412     0.7068857E-01  1.436889      2.983333    
  1993.3 0.1042961     0.6799552E-01 0.9938943      3.020000    
  1993.4 0.1030425     0.6619143E-01 0.8901857      3.080000    
  1994.1 0.9903836E-01 0.6555817E-01  1.069495      3.250000    
  1994.2 0.9283373E-01 0.6165512E-01  1.182999      4.036667    
  1994.3 0.8497653E-01 0.6001291E-01  1.401964      4.510000    
  1994.4 0.7509520E-01 0.5619378E-01  2.251018      5.283333    
  1995.1 0.6692108E-01 0.5477964E-01  1.819650      5.780000    
  1995.2 0.6132723E-01 0.5674622E-01 0.9343251      5.623333    
  1995.3 0.6006313E-01 0.5658385E-01 0.7317293      5.380000    
  1995.4 0.6379374E-01 0.5572015E-01  0.000000      5.270000    
  1996.1 0.6833174E-01 0.5545427E-01  0.000000      4.950000    
  1996.2 0.6846094E-01 0.5470120E-01 0.7458544      5.040000    
  1996.3 0.6722678E-01 0.5259294E-01  1.687567      5.136667    
  1996.4 0.6605227E-01 0.5310254E-01  1.758593      4.970000    
  1997.1 0.6996747E-01 0.5223738E-01  1.015636      5.063333    
  1997.2 0.7080101E-01 0.4974959E-01 0.6406229      5.073333    
  1997.3 0.6933033E-01 0.4858023E-01  1.011805      5.056667    
  1997.4 0.7116742E-01 0.4680572E-01 0.6017437      5.086667    
  1998.1 0.7497456E-01 0.4637954E-01 0.3755281      5.053333    
  1998.2 0.7776384E-01 0.4414228E-01  0.000000      4.976667    
  1998.3 0.7833719E-01 0.4528502E-01  0.000000      4.823333    
  1998.4 0.7604734E-01 0.4429607E-01 0.2458770      4.253333    
  1999.1 0.7708078E-01 0.4284456E-01 0.4834471      4.406667    
  1999.2 0.7739470E-01 0.4248440E-01 0.2462696      4.453333    
  1999.3 0.7645050E-01 0.4243400E-01  0.000000      4.650000    
  1999.4 0.7597311E-01 0.4077788E-01  0.000000      5.043333    
  2000.1 0.6878663E-01 0.4048765E-01  1.195161      5.520000    
  2000.2 0.7018081E-01 0.3947782E-01  1.405445      5.713333    
  2000.3 0.7539431E-01 0.4030117E-01 0.9021359      6.016667    
  2000.4 0.7925130E-01 0.3918419E-01 0.8225408      6.016667    
  2001.1 0.8077926E-01 0.4230321E-01 0.7283356      4.816667    
  2001.2 0.7991978E-01 0.4411448E-01 0.9963923      3.660000    
  2001.3 0.7702572E-01 0.4819249E-01  1.302782      3.170000    
  2001.4 0.7706144E-01 0.5537421E-01 0.9223660      1.906667    
  2002.1 0.7239552E-01 0.5705425E-01  1.037263      1.820000    
  2002.2 0.6829443E-01 0.5845793E-01 0.8568828      1.716667    
  2002.3 0.6647017E-01 0.5732000E-01  1.318287      1.643333    
  2002.4 0.6332667E-01 0.5851777E-01  2.206260      1.333333    
  2003.1 0.5859751E-01 0.5873963E-01  3.640628      1.156667    
  2003.2 0.5760835E-01 0.6152488E-01  4.108318      1.043333    
  2003.3 0.5502685E-01 0.6107130E-01  4.196397     0.9300000    
  2003.4 0.5147586E-01 0.5820932E-01  4.442755     0.9166667    
  2004.1 0.5647476E-01 0.5687648E-01  4.540212     0.9166667    
  2004.2 0.5285736E-01 0.5595400E-01  5.058548      1.076667    
  2004.3 0.4027805E-01 0.5440757E-01  6.137383      1.486667    
  2004.4 0.4027886E-01 0.5396538E-01  5.339043      2.006667    
  2005.1 0.4403371E-01 0.5292068E-01  5.306106      2.536667    
  2005.2 0.4594655E-01 0.5115378E-01  5.332972      2.863333    
  2005.3 0.4871741E-01 0.4975337E-01  4.320417      3.360000    
  2005.4 0.5788271E-01 0.4964352E-01  3.321458      3.826667    
  2006.1 0.6118940E-01 0.4731667E-01  3.218843      4.393333    
  2006.2 0.6298516E-01 0.4666969E-01  3.016923      4.703333    
  2006.3 0.6739538E-01 0.4655398E-01  2.598966      4.906667    
  2006.4 0.7115138E-01 0.4466963E-01  1.214086      4.903333    
  2007.1 0.7047342E-01 0.4536088E-01 0.8557802      4.983333    
  2007.2 0.6878260E-01 0.4507805E-01  1.317637      4.736667    
  2007.3 0.6745022E-01 0.4670151E-01  1.435727      4.303333    
  2007.4 0.6600194E-01 0.4813029E-01  1.576205      3.390000    
  2008.1 0.6389893E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.6392437E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6499520E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6868852E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7520518E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8163131E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9115593E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9837416E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1036542     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1047672     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1061058     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1074442     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1127124     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1093242     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9959993E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9453477E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8944376E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8575568E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8261675E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8010442E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7951081E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7965034E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.8296554E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.8894270E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.9564386E-01 0.7353172E-01 0.2095941     0.2222305    
  2014.2 0.1046173     0.7371212E-01  0.000000     0.2267692    
  2014.3 0.1120602     0.7344075E-01  0.000000     0.2727381    
  2014.4 0.1148467     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1158969     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1213355     0.7041296E-01  0.000000     0.7056998    
  2015.3 0.1229863     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.1230924     0.6810526E-01  0.000000      1.011500    
  2016.1 0.1191238     0.6720077E-01 0.1421614      1.148466    
  2016.2 0.1155642     0.6650839E-01 0.1543694      1.268463    
  2016.3 0.1108281     0.6602361E-01 0.2740890      1.370028    
  2016.4 0.1051256     0.6572500E-01 0.4450097      1.454232    
  2017.1 0.9897205E-01 0.6557762E-01  1.147693      1.523254    
  2017.2 0.8943384E-01 0.6554472E-01  1.998194      1.579320    
  2017.3 0.8561664E-01 0.6559437E-01  2.589427      1.624370    
  2017.4 0.8021103E-01 0.6569973E-01  1.665816      1.660170    
  2018.1 0.8068275E-01 0.6583532E-01  1.391255      1.688692    
  2018.2 0.7634594E-01 0.6598118E-01  2.703521      1.711782    
  2018.3 0.7535984E-01 0.6612472E-01  3.627098      1.730742    
  2018.4 0.7484321E-01 0.6625905E-01  4.091151      1.746369    
  2019.1 0.7945599E-01 0.6637441E-01  2.406605      1.759767    
  2019.2 0.8346308E-01 0.6646188E-01 0.3980814      1.772234    
  2019.3 0.8790198E-01 0.6651811E-01  0.000000      1.784603    
  2019.4 0.9345055E-01 0.6654506E-01  0.000000      1.797049    
  2020.1 0.9626619E-01 0.6654177E-01  0.000000      1.809908    
  2020.2 0.9269515E-01 0.6650849E-01 0.8100270      1.823601    
  2020.3 0.9049381E-01 0.6644969E-01  1.460945      1.838160    
  2020.4 0.8710943E-01 0.6637212E-01  2.150870      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.456943492046E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     141 IER= 4 F=  0.413286770402E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.52484521878E-07 -0.42994900060E-07 -0.34420383210E-07

X VALUES

  0.47765691326E+00  0.87039470818E+00  0.47822670738E-02

MEAN OF DEPENDENT VARIABLE   749999.223966566

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.477656913       0.029093361   16.41807
  2       1.100000000       0.870394708       0.072208490   12.05391
  3      -0.100000000       0.004782267       0.070144886    0.06818

SE of equation          =      0.014233466
Sum of squared residuals =  0.413286770E-01   0.199767650    
Sum of ABS residuals     =   1.09030871    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99895

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.246470150608E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     137 IER= 4 F=  0.129606580669E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.14540556100E-06 -0.52334580873E-06 -0.48079346829E-06

X VALUES

  0.67062110136E+00  0.79271656940E+00  0.13226506673E+00

MEAN OF DEPENDENT VARIABLE   749999.234855991

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.670621101       0.018674924   35.91025
  2       1.100000000       0.792716569       0.070202315   11.29189
  3      -0.100000000       0.132265067       0.065529000    2.01842

SE of equation          =      0.007970736
Sum of squared residuals =  0.129606581E-01  -0.751647154E-01
Sum of ABS residuals     =  0.615499598    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99975

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.732004943641E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.644578321485E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.53638929508E-07  0.28035604084E-06  0.36287828081E-06

X VALUES

  0.46838334986E+00  0.10670537135E+01 -0.18666341482E+00

MEAN OF DEPENDENT VARIABLE   749999.261184710

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.468383350       0.031623623   14.81119
  2       1.100000000       1.067053713       0.073864345   14.44613
  3      -0.100000000      -0.186663415       0.071397765   -2.61442

SE of equation          =      0.018322606
Sum of squared residuals =  0.644578321E-01   0.239826680    
Sum of ABS residuals     =   1.24354835    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98754

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.507829661876E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      91 IER= 4 F=  0.467219230237E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.60519425460E-04  0.11058761222E-04  0.11032658155E-04

X VALUES

  0.48616319336E+00  0.10523394829E+01 -0.88130840000E-01

MEAN OF DEPENDENT VARIABLE   749999.233513880

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.486163193       0.010375459   46.85703
  2       1.100000000       1.052339483       0.069972036   15.03943
  3      -0.100000000      -0.088130840       0.067878619   -1.29836

SE of equation          =      0.015133705
Sum of squared residuals =  0.467219230E-01  -0.603811078    
Sum of ABS residuals     =   1.35197699    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96268

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.319070107059E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     106 IER= 4 F=  0.318928764849E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.29690656330E-06 -0.33670883451E-04 -0.35380795271E-04

X VALUES

  0.53564735444E+00  0.12004211660E+01 -0.24608811353E+00

MEAN OF DEPENDENT VARIABLE   749999.264246333

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.535647354       0.276674032    1.93602
  2       1.100000000       1.200421166       1.799752451    0.66699
  3      -0.100000000      -0.246088114       1.697229512   -0.14499

SE of equation          =      0.395395536
Sum of squared residuals =   31.8928765        6.11125320    
Sum of ABS residuals     =   7.77003970    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96243

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.276596025403E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      81 IER= 4 F=  0.275129636734E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.23415935365E-04  0.29156587737E-05  0.43269679871E-05

X VALUES

  0.49156987841E+00  0.10215336622E+01 -0.15372778938E+00

MEAN OF DEPENDENT VARIABLE   749999.221947962

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.491569878       0.175104900    2.80729
  2       1.100000000       1.021533662       0.252758737    4.04154
  3      -0.100000000      -0.153727789       0.250175073   -0.61448

SE of equation          =      0.116132454
Sum of squared residuals =   2.75129637        2.35959938    
Sum of ABS residuals     =   5.42328438    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91369

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.682571108435E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      77 IER= 4 F=  0.648255559108E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.21294810309E-04 -0.15949410752E-04 -0.18162053441E-05

X VALUES

  0.72491279326E+00  0.10648419374E+01 -0.79222505504E-01

MEAN OF DEPENDENT VARIABLE   749999.416027965

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.724912793       0.084776918    8.55083
  2       1.100000000       1.064841937       0.081719337   13.03048
  3      -0.100000000      -0.079222506       0.081774578   -0.96879

SE of equation          =      0.062871121
Sum of squared residuals =  0.648255559        1.30268841    
Sum of ABS residuals     =   4.61899504    
R squared                =    1.00000
Durbin-Watson statistic  =    1.83287

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.386904454488E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      82 IER= 4 F=  0.356913778832E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.59713102872E-06 -0.32451745415E-06 -0.41326693610E-06

X VALUES

  0.56437994090E+00  0.97888676154E+00 -0.21488375841E+00

MEAN OF DEPENDENT VARIABLE   749999.288201149

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.564379941       0.053926440   10.46574
  2       1.100000000       0.978886762       0.105173831    9.30732
  3      -0.100000000      -0.214883758       0.103371302   -2.07876

SE of equation          =      0.041827949
Sum of squared residuals =  0.356913779        1.87720314    
Sum of ABS residuals     =   3.93864232    
R squared                =    1.00000
Durbin-Watson statistic  =    1.61460

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.753221315810E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      79 IER= 4 F=  0.680461878462E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.38103508483E-07 -0.52663939910E-06 -0.60002003366E-06

X VALUES

  0.34520089186E+00  0.86967113534E+00 -0.86608043617E-02

MEAN OF DEPENDENT VARIABLE   749999.287773810

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.345200892       0.121243104    2.84718
  2       1.100000000       0.869671135       0.080399309   10.81690
  3      -0.100000000      -0.008660804       0.080381434   -0.10775

SE of equation          =      0.064413957
Sum of squared residuals =  0.680461878        1.17006320    
Sum of ABS residuals     =   3.86476717    
R squared                =    1.00000
Durbin-Watson statistic  =    1.81810

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.380891419596E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.287751992508E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.58203442066E-07  0.46244126355E-06  0.77436290723E-06

X VALUES

  0.97923889687E-02  0.86324609094E+00  0.46373246736E-01

MEAN OF DEPENDENT VARIABLE   749999.247173022

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.009792389       0.088359444    0.11082
  2       1.100000000       0.863246091       0.079367235   10.87661
  3      -0.100000000       0.046373247       0.088629810    0.52322

SE of equation          =      0.042948388
Sum of squared residuals =  0.287751993       0.368690593    
Sum of ABS residuals     =   3.03412019    
R squared                =    1.00000
Durbin-Watson statistic  =    1.81534

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.406630564662E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      79 IER= 4 F=  0.353080272902E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.16686736328E-04 -0.63394352092E-06 -0.59826139565E-05

X VALUES

  0.53543717707E+00  0.79224876012E+00 -0.16126433993E+00

MEAN OF DEPENDENT VARIABLE   749999.268599211

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.535437177       0.047026159   11.38594
  2       1.100000000       0.792248760       0.091542645    8.65442
  3      -0.100000000      -0.161264340       0.090950794   -1.77309

SE of equation          =      0.041602712
Sum of squared residuals =  0.353080273        1.09414494    
Sum of ABS residuals     =   4.21415078    
R squared                =    1.00000
Durbin-Watson statistic  =    1.66497

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.970955728240E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.938582266634E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.63998278264E-11 -0.60719348248E-11

X VALUES

  0.10842313406E+01 -0.19427283027E+00

MEAN OF DEPENDENT VARIABLE   749999.263367294

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.084231341       0.138761977    7.81361
  2      -0.100000000      -0.194272830       0.136804836   -1.42007

SE of equation          =      0.028445081
Sum of squared residuals =  0.938582267E-01   0.931707099    
Sum of ABS residuals     =   1.43660109    
R squared                =    1.00000
Durbin-Watson statistic  =    1.45606

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.297790271180E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      41 IER= 3 F=  0.281614205205E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.36644662531E-10  0.37500918211E-10

X VALUES

  0.12648993899E+01 -0.31825614103E+00

MEAN OF DEPENDENT VARIABLE   749999.269450859

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.264899390       0.087623340   14.43564
  2      -0.100000000      -0.318256141       0.086270130   -3.68907

SE of equation          =      0.037154566
Sum of squared residuals =  0.281614205        1.58639918    
Sum of ABS residuals     =   3.34672728    
R squared                =    1.00000
Durbin-Watson statistic  =    1.65752

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4628936E-01 0.5234225E-01  1.025330      1.083667    
  1954.2 0.5733147E-01 0.5783462E-01 0.7508254E-01 0.8143333    
  1954.3 0.6264406E-01 0.5970489E-01  0.000000     0.8696667    
  1954.4 0.6750386E-01 0.5361334E-01  0.000000      1.036333    
  1955.1 0.6890948E-01 0.4710636E-01  0.000000      1.256333    
  1955.2 0.7021829E-01 0.4380454E-01 0.2447555      1.614333    
  1955.3 0.6848862E-01 0.4109694E-01 0.4206907      1.861333    
  1955.4 0.6691071E-01 0.4208878E-01 0.5996828      2.349333    
  1956.1 0.6435719E-01 0.4031458E-01 0.8624906      2.379333    
  1956.2 0.6176529E-01 0.4190614E-01  1.479954      2.596667    
  1956.3 0.5964297E-01 0.4128671E-01  1.911513      2.596667    
  1956.4 0.5711321E-01 0.4100540E-01  2.107433      3.063667    
  1957.1 0.5384809E-01 0.3946671E-01  3.103624      3.171667    
  1957.2 0.4905734E-01 0.4062513E-01  3.889337      3.157000    
  1957.3 0.4712787E-01 0.4207225E-01  3.900296      3.382333    
  1957.4 0.5133269E-01 0.4923487E-01  3.407908      3.343333    
  1958.1 0.5526091E-01 0.6275076E-01  3.166298      1.838000    
  1958.2 0.5817150E-01 0.7359928E-01  3.300453      1.017667    
  1958.3 0.5958824E-01 0.7309055E-01  3.182046      1.710667    
  1958.4 0.6135967E-01 0.6352766E-01  2.891626      2.787667    
  1959.1 0.6210157E-01 0.5798631E-01  3.394552      2.800333    
  1959.2 0.6216217E-01 0.5104500E-01  3.275065      3.019333    
  1959.3 0.7550108E-01 0.5287044E-01  1.033206      3.533000    
  1959.4 0.8522161E-01 0.5592834E-01  0.000000      4.299333    
  1960.1 0.8664204E-01 0.5159512E-01 0.4821426      3.943000    
  1960.2 0.7957045E-01 0.5225835E-01  1.411460      3.092333    
  1960.3 0.7450261E-01 0.5549938E-01  2.103947      2.390333    
  1960.4 0.6476201E-01 0.6251647E-01  1.559771      2.360667    
  1961.1 0.6083389E-01 0.6773354E-01  1.916022      2.376667    
  1961.2 0.5652842E-01 0.6971717E-01  2.108434      2.324667    
  1961.3 0.5549071E-01 0.6749309E-01  2.046600      2.324667    
  1961.4 0.5370179E-01 0.6171891E-01  1.434455      2.475000    
  1962.1 0.5565473E-01 0.5614436E-01  1.201428      2.739000    
  1962.2 0.5308206E-01 0.5482584E-01  1.882825      2.716000    
  1962.3 0.4971612E-01 0.5539051E-01  3.271204      2.858000    
  1962.4 0.4644756E-01 0.5505923E-01  3.915392      2.803333    
  1963.1 0.4515158E-01 0.5779253E-01  3.348198      2.909000    
  1963.2 0.4579104E-01 0.5680856E-01  3.257126      2.941333    
  1963.3 0.4179656E-01 0.5493742E-01  3.891475      3.280667    
  1963.4 0.3879689E-01 0.5572673E-01  4.291636      3.499333    
  1964.1 0.3660507E-01 0.5457706E-01  4.325370      3.538000    
  1964.2 0.3579739E-01 0.5220257E-01  4.870929      3.481333    
  1964.3 0.3577968E-01 0.4989598E-01  5.769850      3.504000    
  1964.4 0.3765654E-01 0.4953597E-01  6.718831      3.685000    
  1965.1 0.4336881E-01 0.4871666E-01  6.676920      3.899667    
  1965.2 0.5810008E-01 0.4655354E-01  3.184055      3.879000    
  1965.3 0.5666537E-01 0.4351989E-01  1.625251      3.859667    
  1965.4 0.4944267E-01 0.4102298E-01  4.287001      4.158667    
  1966.1 0.4111923E-01 0.3848268E-01  6.701471      4.630667    
  1966.2 0.3344169E-01 0.3807639E-01  7.088371      4.597333    
  1966.3 0.3041077E-01 0.3750700E-01  7.047763      5.047667    
  1966.4 0.2427758E-01 0.3683286E-01  6.428344      5.246000    
  1967.1 0.2296881E-01 0.3809930E-01  6.526345      4.533667    
  1967.2 0.2196922E-01 0.3806934E-01  6.756384      3.657333    
  1967.3 0.2484344E-01 0.3784696E-01  7.585277      4.344667    
  1967.4 0.2397801E-01 0.3915978E-01  9.154944      4.787333    
  1968.1 0.2305939E-01 0.3728355E-01  8.751233      5.064667    
  1968.2 0.2499992E-01 0.3537721E-01  8.012357      5.510000    
  1968.3 0.2511080E-01 0.3510557E-01  7.795782      5.226333    
  1968.4 0.2780261E-01 0.3392130E-01  7.762945      5.580667    
  1969.1 0.3001092E-01 0.3376971E-01  8.094091      6.137667    
  1969.2 0.3337505E-01 0.3424592E-01  7.790103      6.240000    
  1969.3 0.3019571E-01 0.3590757E-01  8.695946      7.046667    
  1969.4 0.3396541E-01 0.3581941E-01  8.375085      7.317667    
  1970.1 0.3716424E-01 0.4159508E-01  7.352554      7.262667    
  1970.2 0.3716934E-01 0.4746577E-01  7.477278      6.752333    
  1970.3 0.3960782E-01 0.5169088E-01  8.105297      6.374667    
  1970.4 0.4773372E-01 0.5802797E-01  5.524537      5.358333    
  1971.1 0.4965105E-01 0.5914467E-01  4.529518      3.863333    
  1971.2 0.5329499E-01 0.5907857E-01  5.029961      4.206000    
  1971.3 0.5463669E-01 0.5983336E-01  5.395754      5.050333    
  1971.4 0.5340247E-01 0.5954344E-01  5.622962      4.234333    
  1972.1 0.5183415E-01 0.5768041E-01  5.342601      3.435333    
  1972.2 0.5164028E-01 0.5658509E-01  5.548598      3.748333    
  1972.3 0.5507487E-01 0.5584112E-01  5.483484      4.241333    
  1972.4 0.5658302E-01 0.5304486E-01  5.317144      4.851333    
  1973.1 0.5625438E-01 0.4950510E-01  5.679954      5.639667    
  1973.2 0.5394110E-01 0.4889844E-01  6.315530      6.608333    
  1973.3 0.5110273E-01 0.4793204E-01  6.937197      8.388333    
  1973.4 0.4857619E-01 0.4769321E-01  7.650830      7.461667    
  1974.1 0.5148231E-01 0.5085049E-01  7.690565      7.600333    
  1974.2 0.4942995E-01 0.5161500E-01  7.937195      8.268000    
  1974.3 0.4772850E-01 0.5583721E-01  9.243856      8.286333    
  1974.4 0.4679942E-01 0.6556479E-01  9.651228      7.336000    
  1975.1 0.5676998E-01 0.8217515E-01  8.800728      5.873333    
  1975.2 0.5883498E-01 0.8828988E-01  8.528349      5.400667    
  1975.3 0.5448604E-01 0.8467753E-01  9.495543      6.336667    
  1975.4 0.5596376E-01 0.8259670E-01  8.613205      5.684333    
  1976.1 0.5582096E-01 0.7723461E-01  7.740765      4.953333    
  1976.2 0.5735788E-01 0.7526804E-01  7.896629      5.168667    
  1976.3 0.6150476E-01 0.7700112E-01  8.051255      5.168667    
  1976.4 0.6781791E-01 0.7733424E-01  7.396786      4.698000    
  1977.1 0.7309376E-01 0.7493048E-01  6.586993      4.624000    
  1977.2 0.7621410E-01 0.7104693E-01  6.743735      4.828667    
  1977.3 0.7829266E-01 0.6864221E-01  7.201648      5.472000    
  1977.4 0.8001633E-01 0.6612385E-01  7.851909      6.137000    
  1978.1 0.7953150E-01 0.6326666E-01  7.546566      6.408000    
  1978.2 0.8362161E-01 0.5999476E-01  6.614125      6.481000    
  1978.3 0.8495313E-01 0.6021465E-01  5.374966      7.315333    
  1978.4 0.8611620E-01 0.5883992E-01  4.732233      8.680333    
  1979.1 0.8644380E-01 0.5877879E-01  5.596575      9.357667    
  1979.2 0.8831138E-01 0.5714052E-01  6.200057      9.372333    
  1979.3 0.8518272E-01 0.5868435E-01  7.627949      9.631333    
  1979.4 0.8365866E-01 0.5940129E-01  10.81373      11.80367    
  1980.1 0.8029287E-01 0.6296949E-01  9.463762      13.45867    
  1980.2 0.7926668E-01 0.7323656E-01  8.694102      10.04933    
  1980.3 0.7755718E-01 0.7680771E-01  11.23153      9.235333    
  1980.4 0.7610875E-01 0.7398623E-01  14.47026      13.70967    
  1981.1 0.8115306E-01 0.7426606E-01  12.34039      14.36900    
  1981.2 0.8280275E-01 0.7398937E-01  12.84640      14.82900    
  1981.3 0.8353578E-01 0.7417361E-01  16.14431      15.08733    
  1981.4 0.8471883E-01 0.8241053E-01  17.89645      12.02267    
  1982.1 0.8746832E-01 0.8843563E-01  18.79965      12.89500    
  1982.2 0.9547480E-01 0.9425762E-01  15.88017      12.35900    
  1982.3 0.1013156     0.9942961E-01  11.00933      9.705333    
  1982.4 0.1056220     0.1067659      9.281967      7.935000    
  1983.1 0.1088055     0.1039701      8.892778      8.081333    
  1983.2 0.1051242     0.1010214      9.260285      8.420667    
  1983.3 0.9536062E-01 0.9360138E-01  9.743468      9.186667    
  1983.4 0.9539908E-01 0.8541760E-01  7.113200      8.793333    
  1984.1 0.9171741E-01 0.7871758E-01  6.345549      9.133333    
  1984.2 0.9064119E-01 0.7478733E-01  6.747658      9.843333    
  1984.3 0.8902686E-01 0.7451999E-01  7.168871      10.34333    
  1984.4 0.8639898E-01 0.7283015E-01  7.253180      8.973333    
  1985.1 0.8041371E-01 0.7279936E-01  7.244264      8.183333    
  1985.2 0.7357102E-01 0.7288834E-01  7.518814      7.523333    
  1985.3 0.6385897E-01 0.7210537E-01  8.136637      7.103333    
  1985.4 0.5785314E-01 0.7054201E-01  8.624254      7.146667    
  1986.1 0.5076404E-01 0.7015712E-01  9.093290      6.886667    
  1986.2 0.4509798E-01 0.7180384E-01  9.502353      6.130000    
  1986.3 0.3722191E-01 0.6991001E-01  11.12370      5.533333    
  1986.4 0.3106393E-01 0.6835172E-01  11.34138      5.340000    
  1987.1 0.2850422E-01 0.6620689E-01  10.86680      5.533333    
  1987.2 0.2822415E-01 0.6280795E-01  10.39259      5.733333    
  1987.3 0.2764852E-01 0.6014193E-01  10.41947      6.033333    
  1987.4 0.3066130E-01 0.5868976E-01  10.00165      6.003333    
  1988.1 0.3321518E-01 0.5727587E-01  9.566197      5.760000    
  1988.2 0.3788922E-01 0.5487146E-01  9.172089      6.230000    
  1988.3 0.4219361E-01 0.5492451E-01  8.795568      6.993333    
  1988.4 0.4471589E-01 0.5350265E-01  8.170750      7.703333    
  1989.1 0.5388120E-01 0.5215423E-01  7.203135      8.533333    
  1989.2 0.5461699E-01 0.5244464E-01  7.013017      8.440000    
  1989.3 0.5303596E-01 0.5277223E-01  7.609387      7.850000    
  1989.4 0.4954038E-01 0.5373561E-01  7.699286      7.633333    
  1990.1 0.5060297E-01 0.5300361E-01  7.863025      7.756667    
  1990.2 0.5049913E-01 0.5337414E-01  7.262977      7.766667    
  1990.3 0.5338631E-01 0.5687498E-01  5.774192      7.493333    
  1990.4 0.6296574E-01 0.6113686E-01  4.748013      7.023333    
  1991.1 0.6809838E-01 0.6574073E-01  3.149851      6.053333    
  1991.2 0.7138143E-01 0.6823443E-01  1.612997      5.593333    
  1991.3 0.7579981E-01 0.6853392E-01 0.6987911      5.406667    
  1991.4 0.8278544E-01 0.7096660E-01  0.000000      4.583333    
  1992.1 0.8095168E-01 0.7379080E-01 0.5742038      3.910000    
  1992.2 0.7938912E-01 0.7594573E-01  1.158483      3.723333    
  1992.3 0.7719818E-01 0.7626478E-01  1.269050      3.130000    
  1992.4 0.7426028E-01 0.7406133E-01  1.310109      3.076667    
  1993.1 0.7546884E-01 0.7149713E-01  1.358954      2.993333    
  1993.2 0.7426048E-01 0.7068857E-01  1.004499      2.983333    
  1993.3 0.7397129E-01 0.6799552E-01  1.076972      3.020000    
  1993.4 0.7267333E-01 0.6619143E-01  1.709543      3.080000    
  1994.1 0.6888014E-01 0.6555817E-01  2.012331      3.250000    
  1994.2 0.6318190E-01 0.6165512E-01  2.606330      4.036667    
  1994.3 0.5887462E-01 0.6001291E-01  3.436892      4.510000    
  1994.4 0.5593982E-01 0.5619378E-01  4.625052      5.283333    
  1995.1 0.5903124E-01 0.5477964E-01  4.671058      5.780000    
  1995.2 0.5641246E-01 0.5674622E-01  4.733642      5.623333    
  1995.3 0.4903441E-01 0.5658385E-01  5.422639      5.380000    
  1995.4 0.5001020E-01 0.5572015E-01  4.517429      5.270000    
  1996.1 0.5073823E-01 0.5545427E-01  4.473794      4.950000    
  1996.2 0.5167656E-01 0.5470120E-01  4.990929      5.040000    
  1996.3 0.5673418E-01 0.5259294E-01  4.983474      5.136667    
  1996.4 0.5639258E-01 0.5310254E-01  3.579314      4.970000    
  1997.1 0.5896397E-01 0.5223738E-01  3.036163      5.063333    
  1997.2 0.5837118E-01 0.4974959E-01  3.389750      5.073333    
  1997.3 0.5548635E-01 0.4858023E-01  4.093562      5.056667    
  1997.4 0.5599480E-01 0.4680572E-01  4.097981      5.086667    
  1998.1 0.5554545E-01 0.4637954E-01  4.067822      5.053333    
  1998.2 0.5431225E-01 0.4414228E-01  3.733252      4.976667    
  1998.3 0.5568809E-01 0.4528502E-01  4.456616      4.823333    
  1998.4 0.5523377E-01 0.4429607E-01  5.677463      4.253333    
  1999.1 0.5151524E-01 0.4284456E-01  6.016363      4.406667    
  1999.2 0.5216863E-01 0.4248440E-01  5.680078      4.453333    
  1999.3 0.5802944E-01 0.4243400E-01  4.737316      4.650000    
  1999.4 0.6373680E-01 0.4077788E-01  3.716801      5.043333    
  2000.1 0.6327995E-01 0.4048765E-01  4.199892      5.520000    
  2000.2 0.6418196E-01 0.3947782E-01  3.988389      5.713333    
  2000.3 0.6900578E-01 0.4030117E-01  3.967934      6.016667    
  2000.4 0.6995777E-01 0.3918419E-01  4.810121      6.016667    
  2001.1 0.6592135E-01 0.4230321E-01  5.774140      4.816667    
  2001.2 0.6566994E-01 0.4411448E-01  6.651082      3.660000    
  2001.3 0.7084495E-01 0.4819249E-01  6.779975      3.170000    
  2001.4 0.7374873E-01 0.5537421E-01  5.205220      1.906667    
  2002.1 0.7572392E-01 0.5705425E-01  4.670776      1.820000    
  2002.2 0.8174025E-01 0.5845793E-01  2.192496      1.716667    
  2002.3 0.7576538E-01 0.5732000E-01  1.147835      1.643333    
  2002.4 0.6616018E-01 0.5851777E-01  3.662883      1.333333    
  2003.1 0.5971511E-01 0.5873963E-01  4.924246      1.156667    
  2003.2 0.5525715E-01 0.6152488E-01  4.186370      1.043333    
  2003.3 0.5255262E-01 0.6107130E-01  4.017714     0.9300000    
  2003.4 0.4904240E-01 0.5820932E-01  4.599840     0.9166667    
  2004.1 0.4713296E-01 0.5687648E-01  5.594166     0.9166667    
  2004.2 0.4725123E-01 0.5595400E-01  6.029675      1.076667    
  2004.3 0.4084319E-01 0.5440757E-01  7.385322      1.486667    
  2004.4 0.3838871E-01 0.5396538E-01  6.265777      2.006667    
  2005.1 0.3990676E-01 0.5292068E-01  6.254415      2.536667    
  2005.2 0.4166998E-01 0.5115378E-01  6.663686      2.863333    
  2005.3 0.4384259E-01 0.4975337E-01  6.700897      3.360000    
  2005.4 0.4742356E-01 0.4964352E-01  6.364344      3.826667    
  2006.1 0.4735036E-01 0.4731667E-01  5.846830      4.393333    
  2006.2 0.4660254E-01 0.4666969E-01  6.325749      4.703333    
  2006.3 0.4709369E-01 0.4655398E-01  7.234099      4.906667    
  2006.4 0.4968347E-01 0.4466963E-01  7.683595      4.903333    
  2007.1 0.4941830E-01 0.4536088E-01  7.204062      4.983333    
  2007.2 0.5020613E-01 0.4507805E-01  6.666381      4.736667    
  2007.3 0.5261461E-01 0.4670151E-01  6.018434      4.303333    
  2007.4 0.5513531E-01 0.4813029E-01  5.658250      3.390000    
  2008.1 0.5348270E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5201453E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5277190E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5897542E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6561303E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7175763E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.7877242E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8248745E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8511485E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8313760E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.8756106E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.8650941E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.8801211E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.8994667E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9411574E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1004841     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1014299     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1006192     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9741650E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9792918E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9960194E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9971517E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1026829     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1019427     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.9854451E-01 0.7353172E-01 0.1083514     0.2222305    
  2014.2 0.9580165E-01 0.7371212E-01  0.000000     0.2267692    
  2014.3 0.9371962E-01 0.7344075E-01  0.000000     0.2727381    
  2014.4 0.9110829E-01 0.7270034E-01 0.1863311     0.3896289    
  2015.1 0.8812712E-01 0.7163268E-01 0.5337667     0.5446822    
  2015.2 0.9203062E-01 0.7041296E-01 0.4580970E-01 0.7056998    
  2015.3 0.9356644E-01 0.6919799E-01  0.000000     0.8622789    
  2015.4 0.9468313E-01 0.6810526E-01  0.000000      1.011500    
  2016.1 0.9575985E-01 0.6720077E-01 0.5238599      1.148466    
  2016.2 0.9796763E-01 0.6650839E-01 0.8511704      1.268463    
  2016.3 0.9450793E-01 0.6602361E-01  2.126720      1.370028    
  2016.4 0.9017118E-01 0.6572500E-01  1.037677      1.454232    
  2017.1 0.8489390E-01 0.6557762E-01 0.4605634      1.523254    
  2017.2 0.8162869E-01 0.6554472E-01 0.8351997      1.579320    
  2017.3 0.7941630E-01 0.6559437E-01  1.271347      1.624370    
  2017.4 0.7708879E-01 0.6569973E-01  1.525932      1.660170    
  2018.1 0.7415308E-01 0.6583532E-01  1.445487      1.688692    
  2018.2 0.7273520E-01 0.6598118E-01  1.072572      1.711782    
  2018.3 0.7439489E-01 0.6612472E-01  1.460889      1.730742    
  2018.4 0.7475018E-01 0.6625905E-01  1.894503      1.746369    
  2019.1 0.7454754E-01 0.6637441E-01  2.621405      1.759767    
  2019.2 0.8010120E-01 0.6646188E-01  2.906426      1.772234    
  2019.3 0.8772723E-01 0.6651811E-01  2.873389      1.784603    
  2019.4 0.9187313E-01 0.6654506E-01  1.455191      1.797049    
  2020.1 0.9370940E-01 0.6654177E-01 0.3178605      1.809908    
  2020.2 0.9423029E-01 0.6650849E-01 0.8569655E-01  1.823601    
  2020.3 0.9386326E-01 0.6644969E-01 0.9566154E-01  1.838160    
  2020.4 0.9191528E-01 0.6637212E-01 0.8725151E-01  1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.303738790706E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     121 IER= 4 F=  0.236543556482E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.36959781181E-06 -0.11458331499E-06 -0.20740558205E-06

X VALUES

  0.51587288793E+00  0.67748170929E+00  0.80031547864E-01

MEAN OF DEPENDENT VARIABLE   749999.204642201

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.515872888       0.009324644   55.32360
  2       1.100000000       0.677481709       0.069919011    9.68952
  3      -0.100000000       0.080031548       0.062952323    1.27130

SE of equation          =      0.010768135
Sum of squared residuals =  0.236543556E-01  -0.321492988    
Sum of ABS residuals     =  0.832646454    
R squared                =    1.00000
Durbin-Watson statistic  =    2.00000

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.276521857347E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     138 IER= 4 F=  0.163608759668E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.25863793416E-06  0.22300434103E-05  0.23477811079E-05

X VALUES

  0.63724433103E+00  0.11310967415E+01 -0.21842482127E+00

MEAN OF DEPENDENT VARIABLE   749999.224933495

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.637244331       0.021093593   30.21033
  2       1.100000000       1.131096741       0.069968553   16.16579
  3      -0.100000000      -0.218424821       0.062740836   -3.48138

SE of equation          =      0.008955466
Sum of squared residuals =  0.163608760E-01   0.259408225E-01
Sum of ABS residuals     =  0.747976878    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96327

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.413406355884E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     107 IER= 4 F=  0.329739971658E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.25204956744E-06  0.12883917583E-04  0.15240637730E-04

X VALUES

  0.44594072850E+00  0.11819253582E+01 -0.31282972025E+00

MEAN OF DEPENDENT VARIABLE   749999.249316799

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.445940728       0.030672844   14.53862
  2       1.100000000       1.181925358       0.068211183   17.32744
  3      -0.100000000      -0.312829720       0.064223452   -4.87096

SE of equation          =      0.013104944
Sum of squared residuals =  0.329739972E-01   0.569751269E-01
Sum of ABS residuals     =   1.00768200    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98987

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.501678443631E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.404417759225E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.11800805924E-06 -0.76985814160E-06 -0.79226222516E-06

X VALUES

  0.50294022108E+00  0.99941268526E+00 -0.83553006147E-01

MEAN OF DEPENDENT VARIABLE   749999.243204389

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.502940221       0.008908982   56.45316
  2       1.100000000       0.999412685       0.069557281   14.36820
  3      -0.100000000      -0.083553006       0.064755365   -1.29029

SE of equation          =      0.014079915
Sum of squared residuals =  0.404417759E-01  -0.475057757E-01
Sum of ABS residuals     =   1.17278439    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99989

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.515672556260E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      87 IER= 4 F=  0.515535995794E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.46319615939E-04  0.11421804016E-04  0.11087007228E-04

X VALUES

  0.49641330920E+00  0.11276296279E+01 -0.18384228586E+00

MEAN OF DEPENDENT VARIABLE   749999.247974605

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.496413309       0.367126928    1.35216
  2       1.100000000       1.127629628       2.295888666    0.49115
  3      -0.100000000      -0.183842286       2.151038003   -0.08547

SE of equation          =      0.502706399
Sum of squared residuals =   51.5535996        7.54941976    
Sum of ABS residuals     =   9.38598253    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97208

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.398462800815E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.391301806304E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.14612382715E-05  0.71575176747E-05  0.65856084564E-05

X VALUES

  0.50862113580E+00  0.53911585293E+00  0.33148770286E+00

MEAN OF DEPENDENT VARIABLE   749999.254712371

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.508621136       0.235272173    2.16184
  2       1.100000000       0.539115853       0.298214974    1.80781
  3      -0.100000000       0.331487703       0.291931078    1.13550

SE of equation          =      0.138497152
Sum of squared residuals =   3.91301806        3.42996104    
Sum of ABS residuals     =   5.50201428    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94297

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.857929033134E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.795425781053E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.26905412076E-06 -0.38958603381E-06  0.60352909343E-06

X VALUES

  0.83314565362E+00  0.92405222633E+00  0.59319374051E-01

MEAN OF DEPENDENT VARIABLE   749999.402153774

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.833145654       0.106383315    7.83154
  2       1.100000000       0.924052226       0.086046133   10.73903
  3      -0.100000000       0.059319374       0.085463356    0.69409

SE of equation          =      0.069643070
Sum of squared residuals =  0.795425781       0.918789296    
Sum of ABS residuals     =   5.20021316    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91816

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.486931772091E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     111 IER= 4 F=  0.438269031257E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.30210098223E-06 -0.99716267586E-07 -0.21496954193E-06

X VALUES

  0.59215450108E+00  0.65486885923E+00  0.25049873247E-01

MEAN OF DEPENDENT VARIABLE   749999.283356684

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.592154501       0.050930729   11.62666
  2       1.100000000       0.654868859       0.118608797    5.52125
  3      -0.100000000       0.025049873       0.115809583    0.21630

SE of equation          =      0.046350594
Sum of squared residuals =  0.438269031        1.58838460    
Sum of ABS residuals     =   3.89823820    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68266

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.537213024612E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     110 IER= 4 F=  0.368158322349E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.20476486327E-06 -0.82911904977E-07 -0.33789278751E-06

X VALUES

  0.11537805735E+01  0.74187766354E+00  0.18649570546E+00

MEAN OF DEPENDENT VARIABLE   749999.237968729

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.153780573       0.090682957   12.72323
  2       1.100000000       0.741877664       0.081889811    9.05946
  3      -0.100000000       0.186495705       0.081745719    2.28141

SE of equation          =      0.047380036
Sum of squared residuals =  0.368158322       0.233362851    
Sum of ABS residuals     =   3.21705447    
R squared                =    1.00000
Durbin-Watson statistic  =    1.84253

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.490199864010E+00

TERMINATION. ITERS=    8 FUNCTION EVALS=     126 IER= 4 F=  0.331648606044E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.22991982717E-07  0.11991864771E-06  0.17538417473E-06

X VALUES

 -0.12198607158E+00  0.10462248689E+01 -0.20324183034E+00

MEAN OF DEPENDENT VARIABLE   749999.237358530

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000      -0.121986072       0.096626514   -1.26245
  2       1.100000000       1.046224869       0.095975226   10.90099
  3      -0.100000000      -0.203241830       0.090470173   -2.24651

SE of equation          =      0.046108054
Sum of squared residuals =  0.331648606       0.679179668    
Sum of ABS residuals     =   2.86892514    
R squared                =    1.00000
Durbin-Watson statistic  =    1.71069

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.561663256172E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     109 IER= 4 F=  0.462125499614E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.25462280384E-05 -0.11038423569E-05 -0.11023633696E-05

X VALUES

  0.64241185189E+00  0.62874874967E+00 -0.27005656931E+00

MEAN OF DEPENDENT VARIABLE   749999.284917559

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.642411852       0.035555016   18.06811
  2       1.100000000       0.628748750       0.101583860    6.18946
  3      -0.100000000      -0.270056569       0.099730426   -2.70787

SE of equation          =      0.047595389
Sum of squared residuals =  0.462125500        2.17752074    
Sum of ABS residuals     =   4.66005369    
R squared                =    1.00000
Durbin-Watson statistic  =    1.71293

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.681045861482E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      43 IER= 3 F=  0.656695158996E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.16427117917E-10 -0.18067311649E-10

X VALUES

  0.13136790123E+01 -0.40710138182E+00

MEAN OF DEPENDENT VARIABLE   749999.268535593

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.313679012       0.198944519    6.60324
  2      -0.100000000      -0.407101382       0.187017505   -2.17681

SE of equation          =      0.023793203
Sum of squared residuals =  0.656695159E-01   0.925048016    
Sum of ABS residuals     =   1.10385108    
R squared                =    1.00000
Durbin-Watson statistic  =    1.26697

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.305855636436E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.296222644983E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.20537148690E-10 -0.21979037465E-10

X VALUES

  0.11893036814E+01 -0.25256406846E+00

MEAN OF DEPENDENT VARIABLE   749999.240686551

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.189303681       0.093281472   12.74962
  2      -0.100000000      -0.252564068       0.092736062   -2.72347

SE of equation          =      0.038106060
Sum of squared residuals =  0.296222645        1.13914128    
Sum of ABS residuals     =   3.52127198    
R squared                =    1.00000
Durbin-Watson statistic  =    1.70300

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5004950E-01 0.5234225E-01  1.024169      1.083667    
  1954.2 0.6003629E-01 0.5783462E-01  0.000000     0.8143333    
  1954.3 0.6563047E-01 0.5970489E-01  0.000000     0.8696667    
  1954.4 0.6530522E-01 0.5361334E-01 0.4258573      1.036333    
  1955.1 0.6350219E-01 0.4710636E-01  1.217371      1.256333    
  1955.2 0.6050580E-01 0.4380454E-01  1.756211      1.614333    
  1955.3 0.5174730E-01 0.4109694E-01  2.367558      1.861333    
  1955.4 0.4138127E-01 0.4208878E-01  3.395784      2.349333    
  1956.1 0.3346866E-01 0.4031458E-01  4.627448      2.379333    
  1956.2 0.2655487E-01 0.4190614E-01  5.552144      2.596667    
  1956.3 0.1585114E-01 0.4128671E-01  7.545772      2.596667    
  1956.4 0.1113703E-01 0.4100540E-01  8.020308      3.063667    
  1957.1 0.8549204E-02 0.3946671E-01  8.042890      3.171667    
  1957.2 0.1103563E-01 0.4062513E-01  8.515924      3.157000    
  1957.3 0.1796941E-01 0.4207225E-01  8.508244      3.382333    
  1957.4 0.2036090E-01 0.4923487E-01  8.750013      3.343333    
  1958.1 0.2813922E-01 0.6275076E-01  7.846735      1.838000    
  1958.2 0.3262581E-01 0.7359928E-01  7.073921      1.017667    
  1958.3 0.3897634E-01 0.7309055E-01  6.473164      1.710667    
  1958.4 0.4878251E-01 0.6352766E-01  5.450375      2.787667    
  1959.1 0.5341969E-01 0.5798631E-01  4.401694      2.800333    
  1959.2 0.5641087E-01 0.5104500E-01  3.789003      3.019333    
  1959.3 0.7372255E-01 0.5287044E-01  2.124155      3.533000    
  1959.4 0.7994917E-01 0.5592834E-01  1.325251      4.299333    
  1960.1 0.7825761E-01 0.5159512E-01  1.087036      3.943000    
  1960.2 0.6989080E-01 0.5225835E-01  1.913248      3.092333    
  1960.3 0.5867622E-01 0.5549938E-01  3.115337      2.390333    
  1960.4 0.4954187E-01 0.6251647E-01  4.024192      2.360667    
  1961.1 0.4143468E-01 0.6773354E-01  3.777833      2.376667    
  1961.2 0.3785660E-01 0.6971717E-01  2.836280      2.324667    
  1961.3 0.3709927E-01 0.6749309E-01  2.614070      2.324667    
  1961.4 0.3812754E-01 0.6171891E-01  2.198271      2.475000    
  1962.1 0.3665257E-01 0.5614436E-01  2.857953      2.739000    
  1962.2 0.3882906E-01 0.5482584E-01  3.717872      2.716000    
  1962.3 0.3966908E-01 0.5539051E-01  5.129931      2.858000    
  1962.4 0.4128307E-01 0.5505923E-01  3.892581      2.803333    
  1963.1 0.4579094E-01 0.5779253E-01  2.399734      2.909000    
  1963.2 0.4596416E-01 0.5680856E-01  3.051920      2.941333    
  1963.3 0.4392858E-01 0.5493742E-01  4.537479      3.280667    
  1963.4 0.5001703E-01 0.5572673E-01  2.329266      3.499333    
  1964.1 0.5255804E-01 0.5457706E-01 0.8513619      3.538000    
  1964.2 0.5386243E-01 0.5220257E-01  1.415248      3.481333    
  1964.3 0.5254592E-01 0.4989598E-01  2.392374      3.504000    
  1964.4 0.5385592E-01 0.4953597E-01  2.747780      3.685000    
  1965.1 0.5622558E-01 0.4871666E-01  2.982497      3.899667    
  1965.2 0.6672443E-01 0.4655354E-01 0.2407886      3.879000    
  1965.3 0.6163707E-01 0.4351989E-01  0.000000      3.859667    
  1965.4 0.5063374E-01 0.4102298E-01  3.222473      4.158667    
  1966.1 0.4102267E-01 0.3848268E-01  5.133380      4.630667    
  1966.2 0.3262013E-01 0.3807639E-01  5.426091      4.597333    
  1966.3 0.2616334E-01 0.3750700E-01  5.668751      5.047667    
  1966.4 0.2443602E-01 0.3683286E-01  5.810035      5.246000    
  1967.1 0.2126846E-01 0.3809930E-01  6.652854      4.533667    
  1967.2 0.2077840E-01 0.3806934E-01  7.450099      3.657333    
  1967.3 0.1826935E-01 0.3784696E-01  7.974056      4.344667    
  1967.4 0.1343919E-01 0.3915978E-01  8.788740      4.787333    
  1968.1 0.1194727E-01 0.3728355E-01  10.06255      5.064667    
  1968.2 0.1185752E-01 0.3537721E-01  10.08076      5.510000    
  1968.3 0.1269579E-01 0.3510557E-01  8.945832      5.226333    
  1968.4 0.2456716E-01 0.3392130E-01  8.306348      5.580667    
  1969.1 0.3245719E-01 0.3376971E-01  7.947077      6.137667    
  1969.2 0.3808163E-01 0.3424592E-01  7.418676      6.240000    
  1969.3 0.4304711E-01 0.3590757E-01  6.805350      7.046667    
  1969.4 0.5024949E-01 0.3581941E-01  5.839458      7.317667    
  1970.1 0.5619923E-01 0.4159508E-01  4.991655      7.262667    
  1970.2 0.5737454E-01 0.4746577E-01  4.592014      6.752333    
  1970.3 0.5800465E-01 0.5169088E-01  5.565168      6.374667    
  1970.4 0.5313839E-01 0.5802797E-01  7.449634      5.358333    
  1971.1 0.5071891E-01 0.5914467E-01  7.453124      3.863333    
  1971.2 0.5053572E-01 0.5907857E-01  6.545365      4.206000    
  1971.3 0.4926376E-01 0.5983336E-01  6.545022      5.050333    
  1971.4 0.4525831E-01 0.5954344E-01  7.542662      4.234333    
  1972.1 0.4282675E-01 0.5768041E-01  8.208757      3.435333    
  1972.2 0.4298050E-01 0.5658509E-01  8.049802      3.748333    
  1972.3 0.4286702E-01 0.5584112E-01  8.302829      4.241333    
  1972.4 0.3949740E-01 0.5304486E-01  9.208114      4.851333    
  1973.1 0.4317894E-01 0.4950510E-01  9.285155      5.639667    
  1973.2 0.4080908E-01 0.4889844E-01  9.702756      6.608333    
  1973.3 0.3952994E-01 0.4793204E-01  10.85316      8.388333    
  1973.4 0.3681282E-01 0.4769321E-01  11.49153      7.461667    
  1974.1 0.3896324E-01 0.5085049E-01  11.05515      7.600333    
  1974.2 0.4202171E-01 0.5161500E-01  10.83196      8.268000    
  1974.3 0.4513231E-01 0.5583721E-01  11.51238      8.286333    
  1974.4 0.5072632E-01 0.6556479E-01  12.06125      7.336000    
  1975.1 0.5645545E-01 0.8217515E-01  11.44622      5.873333    
  1975.2 0.6148002E-01 0.8828988E-01  10.97613      5.400667    
  1975.3 0.6725033E-01 0.8467753E-01  10.94462      6.336667    
  1975.4 0.6751615E-01 0.8259670E-01  11.19445      5.684333    
  1976.1 0.7493908E-01 0.7723461E-01  9.930430      4.953333    
  1976.2 0.8243402E-01 0.7526804E-01  8.471087      5.168667    
  1976.3 0.8787786E-01 0.7700112E-01  7.615164      5.168667    
  1976.4 0.9322863E-01 0.7733424E-01  6.443712      4.698000    
  1977.1 0.9928206E-01 0.7493048E-01  5.744876      4.624000    
  1977.2 0.1012657     0.7104693E-01  5.077903      4.828667    
  1977.3 0.9886376E-01 0.6864221E-01  4.785475      5.472000    
  1977.4 0.9328786E-01 0.6612385E-01  5.224364      6.137000    
  1978.1 0.9018939E-01 0.6326666E-01  4.621054      6.408000    
  1978.2 0.8506152E-01 0.5999476E-01  3.684996      6.481000    
  1978.3 0.8247400E-01 0.6021465E-01  3.347783      7.315333    
  1978.4 0.8202876E-01 0.5883992E-01  2.477674      8.680333    
  1979.1 0.7518553E-01 0.5877879E-01  3.212775      9.357667    
  1979.2 0.6941069E-01 0.5714052E-01  4.244064      9.372333    
  1979.3 0.6376712E-01 0.5868435E-01  5.042352      9.631333    
  1979.4 0.6048650E-01 0.5940129E-01  10.89944      11.80367    
  1980.1 0.5812112E-01 0.6296949E-01  10.53714      13.45867    
  1980.2 0.5764704E-01 0.7323656E-01  8.096167      10.04933    
  1980.3 0.6063194E-01 0.7680771E-01  8.331039      9.235333    
  1980.4 0.6311820E-01 0.7398623E-01  9.676520      13.70967    
  1981.1 0.6655642E-01 0.7426606E-01  9.131388      14.36900    
  1981.2 0.7431108E-01 0.7398937E-01  11.09705      14.82900    
  1981.3 0.8168650E-01 0.7417361E-01  11.52287      15.08733    
  1981.4 0.8807584E-01 0.8241053E-01  11.75069      12.02267    
  1982.1 0.9369134E-01 0.8843563E-01  13.23677      12.89500    
  1982.2 0.9568217E-01 0.9425762E-01  10.45609      12.35900    
  1982.3 0.9651864E-01 0.9942961E-01  9.558098      9.705333    
  1982.4 0.9312762E-01 0.1067659      10.09107      7.935000    
  1983.1 0.8427598E-01 0.1039701      11.14424      8.081333    
  1983.2 0.7774401E-01 0.1010214      11.90770      8.420667    
  1983.3 0.7371432E-01 0.9360138E-01  12.40940      9.186667    
  1983.4 0.6932324E-01 0.8541760E-01  11.26126      8.793333    
  1984.1 0.6931269E-01 0.7871758E-01  9.984415      9.133333    
  1984.2 0.6693215E-01 0.7478733E-01  9.748163      9.843333    
  1984.3 0.6278305E-01 0.7451999E-01  9.973074      10.34333    
  1984.4 0.6131996E-01 0.7283015E-01  9.328936      8.973333    
  1985.1 0.5603584E-01 0.7279936E-01  9.602333      8.183333    
  1985.2 0.5363283E-01 0.7288834E-01  9.907247      7.523333    
  1985.3 0.5051974E-01 0.7210537E-01  10.20204      7.103333    
  1985.4 0.4891322E-01 0.7054201E-01  10.58031      7.146667    
  1986.1 0.5065387E-01 0.7015712E-01  10.13277      6.886667    
  1986.2 0.4729856E-01 0.7180384E-01  9.344119      6.130000    
  1986.3 0.4589597E-01 0.6991001E-01  9.235711      5.533333    
  1986.4 0.4439973E-01 0.6835172E-01  8.484047      5.340000    
  1987.1 0.4556646E-01 0.6620689E-01  8.435922      5.533333    
  1987.2 0.5207206E-01 0.6280795E-01  6.017193      5.733333    
  1987.3 0.4630621E-01 0.6014193E-01  5.162442      6.033333    
  1987.4 0.3606105E-01 0.5868976E-01  7.505412      6.003333    
  1988.1 0.2945792E-01 0.5727587E-01  8.993063      5.760000    
  1988.2 0.2554339E-01 0.5487146E-01  8.611188      6.230000    
  1988.3 0.2324624E-01 0.5492451E-01  8.504087      6.993333    
  1988.4 0.1821971E-01 0.5350265E-01  9.038016      7.703333    
  1989.1 0.1586233E-01 0.5215423E-01  9.670874      8.533333    
  1989.2 0.1494195E-01 0.5244464E-01  9.543861      8.440000    
  1989.3 0.1405255E-01 0.5277223E-01  9.522878      7.850000    
  1989.4 0.1164127E-01 0.5373561E-01  9.957831      7.633333    
  1990.1 0.9213683E-02 0.5300361E-01  10.24741      7.756667    
  1990.2 0.9080693E-02 0.5337414E-01  10.12199      7.766667    
  1990.3 0.1261021E-01 0.5687498E-01  9.476378      7.493333    
  1990.4 0.1375623E-01 0.6113686E-01  8.985541      7.023333    
  1991.1 0.1653388E-01 0.6574073E-01  9.566344      6.053333    
  1991.2 0.1773422E-01 0.6823443E-01  10.19657      5.593333    
  1991.3 0.2112895E-01 0.6853392E-01  9.537080      5.406667    
  1991.4 0.3116983E-01 0.7096660E-01  8.028320      4.583333    
  1992.1 0.4268718E-01 0.7379080E-01  6.533220      3.910000    
  1992.2 0.5323903E-01 0.7594573E-01  5.660799      3.723333    
  1992.3 0.6287239E-01 0.7626478E-01  5.011810      3.130000    
  1992.4 0.6792965E-01 0.7406133E-01  4.754979      3.076667    
  1993.1 0.7133196E-01 0.7149713E-01  5.323747      2.993333    
  1993.2 0.7188223E-01 0.7068857E-01  4.805025      2.983333    
  1993.3 0.7102936E-01 0.6799552E-01  3.375518      3.020000    
  1993.4 0.7484573E-01 0.6619143E-01  2.908195      3.080000    
  1994.1 0.7466380E-01 0.6555817E-01  3.210553      3.250000    
  1994.2 0.7374932E-01 0.6165512E-01  2.634330      4.036667    
  1994.3 0.7131993E-01 0.6001291E-01  2.053412      4.510000    
  1994.4 0.6612961E-01 0.5619378E-01  2.349190      5.283333    
  1995.1 0.5971797E-01 0.5477964E-01  3.216072      5.780000    
  1995.2 0.5611256E-01 0.5674622E-01  3.542286      5.623333    
  1995.3 0.5381609E-01 0.5658385E-01  3.523745      5.380000    
  1995.4 0.5113240E-01 0.5572015E-01  3.481438      5.270000    
  1996.1 0.5254231E-01 0.5545427E-01  3.710405      4.950000    
  1996.2 0.5931214E-01 0.5470120E-01  1.626069      5.040000    
  1996.3 0.5439017E-01 0.5259294E-01 0.6142019      5.136667    
  1996.4 0.4497900E-01 0.5310254E-01  3.020501      4.970000    
  1997.1 0.3656055E-01 0.5223738E-01  4.463722      5.063333    
  1997.2 0.3217637E-01 0.4974959E-01  4.642357      5.073333    
  1997.3 0.2790430E-01 0.4858023E-01  4.758518      5.056667    
  1997.4 0.2718093E-01 0.4680572E-01  4.708393      5.086667    
  1998.1 0.2899670E-01 0.4637954E-01  4.676021      5.053333    
  1998.2 0.3340050E-01 0.4414228E-01  4.449820      4.976667    
  1998.3 0.3789319E-01 0.4528502E-01  3.730983      4.823333    
  1998.4 0.4090286E-01 0.4429607E-01  3.292563      4.253333    
  1999.1 0.4466033E-01 0.4284456E-01  3.844963      4.406667    
  1999.2 0.4963061E-01 0.4248440E-01  3.511053      4.453333    
  1999.3 0.5266486E-01 0.4243400E-01  2.987579      4.650000    
  1999.4 0.5054803E-01 0.4077788E-01  3.232228      5.043333    
  2000.1 0.4501558E-01 0.4048765E-01  4.162849      5.520000    
  2000.2 0.4715478E-01 0.3947782E-01  4.317231      5.713333    
  2000.3 0.5001386E-01 0.4030117E-01  3.611167      6.016667    
  2000.4 0.5258323E-01 0.3918419E-01  2.969106      6.016667    
  2001.1 0.4918530E-01 0.4230321E-01  3.917847      4.816667    
  2001.2 0.4688078E-01 0.4411448E-01  5.132248      3.660000    
  2001.3 0.4600053E-01 0.4819249E-01  5.451092      3.170000    
  2001.4 0.4398193E-01 0.5537421E-01  5.399324      1.906667    
  2002.1 0.4320629E-01 0.5705425E-01  5.668884      1.820000    
  2002.2 0.4133225E-01 0.5845793E-01  5.411768      1.716667    
  2002.3 0.4191214E-01 0.5732000E-01  6.069356      1.643333    
  2002.4 0.4032690E-01 0.5851777E-01  7.765730      1.333333    
  2003.1 0.3854383E-01 0.5873963E-01  8.662122      1.156667    
  2003.2 0.4017372E-01 0.6152488E-01  8.029740      1.043333    
  2003.3 0.4154751E-01 0.6107130E-01  7.420026     0.9300000    
  2003.4 0.4301811E-01 0.5820932E-01  7.355175     0.9166667    
  2004.1 0.4120740E-01 0.5687648E-01  7.294090     0.9166667    
  2004.2 0.4122347E-01 0.5595400E-01  6.642670      1.076667    
  2004.3 0.4082015E-01 0.5440757E-01  6.615725      1.486667    
  2004.4 0.4053608E-01 0.5396538E-01  6.851240      2.006667    
  2005.1 0.4454074E-01 0.5292068E-01  6.872812      2.536667    
  2005.2 0.4634521E-01 0.5115378E-01  6.157141      2.863333    
  2005.3 0.5012812E-01 0.4975337E-01  5.390361      3.360000    
  2005.4 0.5407045E-01 0.4964352E-01  4.064409      3.826667    
  2006.1 0.5246377E-01 0.4731667E-01  4.157503      4.393333    
  2006.2 0.5745386E-01 0.4666969E-01  4.178155      4.703333    
  2006.3 0.6004739E-01 0.4655398E-01  3.470275      4.906667    
  2006.4 0.6248924E-01 0.4466963E-01  2.697365      4.903333    
  2007.1 0.6340821E-01 0.4536088E-01  2.509896      4.983333    
  2007.2 0.6361073E-01 0.4507805E-01  2.801086      4.736667    
  2007.3 0.6273229E-01 0.4670151E-01  2.401423      4.303333    
  2007.4 0.5936266E-01 0.4813029E-01  2.418155      3.390000    
  2008.1 0.5869623E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5691882E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5803517E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5948278E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6007994E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.6240049E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.6727397E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.7239368E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.7456710E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.7449419E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.7567687E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.7745069E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.8151382E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.7857904E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.7095797E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.7024786E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.7276908E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.7663210E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.7832767E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7970050E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7893397E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7992100E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7861184E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7504644E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7283101E-01 0.7353172E-01 0.3929554     0.2222305    
  2014.2 0.7225252E-01 0.7371212E-01 0.1098108     0.2267692    
  2014.3 0.7556377E-01 0.7344075E-01 0.1380995     0.2727381    
  2014.4 0.7631912E-01 0.7270034E-01 0.4158808     0.3896289    
  2015.1 0.7889871E-01 0.7163268E-01 0.5974183     0.5446822    
  2015.2 0.7845937E-01 0.7041296E-01  1.282715     0.7056998    
  2015.3 0.8029446E-01 0.6919799E-01  1.674070     0.8622789    
  2015.4 0.8054550E-01 0.6810526E-01  2.159309      1.011500    
  2016.1 0.8628813E-01 0.6720077E-01  1.046228      1.148466    
  2016.2 0.9210266E-01 0.6650839E-01  0.000000      1.268463    
  2016.3 0.1004736     0.6602361E-01  0.000000      1.370028    
  2016.4 0.1038952     0.6572500E-01 0.3081964E-01  1.454232    
  2017.1 0.1063166     0.6557762E-01  0.000000      1.523254    
  2017.2 0.1048875     0.6554472E-01  0.000000      1.579320    
  2017.3 0.1019445     0.6559437E-01 0.1467363      1.624370    
  2017.4 0.9617086E-01 0.6569973E-01 0.5611339      1.660170    
  2018.1 0.9064165E-01 0.6583532E-01 0.3743410      1.688692    
  2018.2 0.8504656E-01 0.6598118E-01 0.4588341      1.711782    
  2018.3 0.8424008E-01 0.6612472E-01 0.7311695      1.730742    
  2018.4 0.8082777E-01 0.6625905E-01  1.235218      1.746369    
  2019.1 0.7644440E-01 0.6637441E-01  1.600639      1.759767    
  2019.2 0.7193020E-01 0.6646188E-01  1.821102      1.772234    
  2019.3 0.6714210E-01 0.6651811E-01  2.095154      1.784603    
  2019.4 0.6246823E-01 0.6654506E-01  2.601260      1.797049    
  2020.1 0.5860905E-01 0.6654177E-01  2.971117      1.809908    
  2020.2 0.5556236E-01 0.6650849E-01  2.753429      1.823601    
  2020.3 0.5663953E-01 0.6644969E-01  2.409804      1.838160    
  2020.4 0.5775387E-01 0.6637212E-01  1.542047      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.338441999390E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     142 IER= 4 F=  0.268976361181E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.49912038700E-06  0.28959188791E-06  0.17817067167E-06

X VALUES

  0.54865943444E+00  0.12236347223E+01 -0.36116100301E+00

MEAN OF DEPENDENT VARIABLE   749999.214066381

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.548659434       0.024363853   22.51940
  2       1.100000000       1.223634722       0.065379794   18.71579
  3      -0.100000000      -0.361161003       0.060790857   -5.94104

SE of equation          =      0.011482646
Sum of squared residuals =  0.268976361E-01   0.110790758    
Sum of ABS residuals     =  0.872189437    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98631

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.236606310250E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     142 IER= 4 F=  0.140631791201E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.78714689309E-07 -0.11195628444E-05 -0.11645226174E-05

X VALUES

  0.67133259132E+00  0.88434462052E+00  0.44153894709E-01

MEAN OF DEPENDENT VARIABLE   749999.230863031

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.671332591       0.019972980   33.61204
  2       1.100000000       0.884344621       0.070238615   12.59058
  3      -0.100000000       0.044153895       0.065470348    0.67441

SE of equation          =      0.008302840
Sum of squared residuals =  0.140631791E-01  -0.177488409    
Sum of ABS residuals     =  0.704198781    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92666

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.460091992076E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      85 IER= 4 F=  0.380467748346E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.21108473521E-04  0.62702199268E-05  0.49156750770E-05

X VALUES

  0.52606257658E+00  0.10621929879E+01 -0.20318361411E+00

MEAN OF DEPENDENT VARIABLE   749999.250529139

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.526062577       0.026376048   19.94471
  2       1.100000000       1.062192988       0.069299530   15.32756
  3      -0.100000000      -0.203183614       0.064742604   -3.13833

SE of equation          =      0.014076942
Sum of squared residuals =  0.380467748E-01   0.186499163E-01
Sum of ABS residuals     =   1.01308632    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99164

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.440673386175E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     118 IER= 4 F=  0.370703283675E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.10184662424E-07 -0.81062194791E-08 -0.39137883598E-08

X VALUES

  0.58067899029E+00  0.12604460537E+01 -0.29184295024E+00

MEAN OF DEPENDENT VARIABLE   749999.252298444

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.580678990       0.026668961   21.77359
  2       1.100000000       1.260446054       0.067148482   18.77103
  3      -0.100000000      -0.291842950       0.064717242   -4.50951

SE of equation          =      0.013480256
Sum of squared residuals =  0.370703284E-01  -0.224976036    
Sum of ABS residuals     =   1.18783615    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92371

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.350217435322E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.350087952385E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.46589793231E-06  0.61952790534E-05  0.65201731803E-05

X VALUES

  0.56962604043E+00  0.10936057872E+01 -0.14802144606E+00

MEAN OF DEPENDENT VARIABLE   749999.266330019

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.569626040       0.563008894    1.01175
  2       1.100000000       1.093605787       2.065254513    0.52953
  3      -0.100000000      -0.148021446       1.943311653   -0.07617

SE of equation          =      0.414260475
Sum of squared residuals =   35.0087952        6.32347916    
Sum of ABS residuals     =   8.01969063    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96921

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.244277807433E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=     101 IER= 4 F=  0.243381974953E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10207516815E-06 -0.66598386785E-06 -0.62963738008E-06

X VALUES

  0.55100470767E+00  0.10200466261E+01 -0.11773369879E+00

MEAN OF DEPENDENT VARIABLE   749999.227643962

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.551004708       0.178436718    3.08796
  2       1.100000000       1.020046626       0.279968149    3.64344
  3      -0.100000000      -0.117733699       0.278581731   -0.42262

SE of equation          =      0.109226778
Sum of squared residuals =   2.43381975        2.21273813    
Sum of ABS residuals     =   4.70806639    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92155

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.779582082057E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.670099849820E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.23532825688E-07  0.27272387168E-05  0.28457387401E-05

X VALUES

  0.95093596208E+00  0.11805177320E+01 -0.19819489221E+00

MEAN OF DEPENDENT VARIABLE   749999.366226391

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.950935962       0.095624762    9.94445
  2       1.100000000       1.180517732       0.079987028   14.75886
  3      -0.100000000      -0.198194892       0.080120428   -2.47371

SE of equation          =      0.063921629
Sum of squared residuals =  0.670099850       0.500727480    
Sum of ABS residuals     =   4.69945285    
R squared                =    1.00000
Durbin-Watson statistic  =    1.83673

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.307399439168E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      83 IER= 4 F=  0.276002674478E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.12341572970E-04 -0.30134956285E-06 -0.12584843943E-05

X VALUES

  0.51916906624E+00  0.89587008234E+00 -0.20624501328E+00

MEAN OF DEPENDENT VARIABLE   749999.285407611

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.519169066       0.043426297   11.95518
  2       1.100000000       0.895870082       0.103134573    8.68642
  3      -0.100000000      -0.206245013       0.101320636   -2.03557

SE of equation          =      0.036782527
Sum of squared residuals =  0.276002674        1.78863815    
Sum of ABS residuals     =   3.67762424    
R squared                =    1.00000
Durbin-Watson statistic  =    1.62713

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.555776734248E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 3 F=  0.465784359805E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.81104401765E-09 -0.12967401150E-08  0.58935155176E-08

X VALUES

  0.91064831386E+00  0.77868173369E+00  0.13469201196E-01

MEAN OF DEPENDENT VARIABLE   749999.260799809

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.910648314       0.114183411    7.97531
  2       1.100000000       0.778681734       0.081775532    9.52218
  3      -0.100000000       0.013469201       0.082540731    0.16318

SE of equation          =      0.053293044
Sum of squared residuals =  0.465784360       0.338758692    
Sum of ABS residuals     =   3.42597023    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99892

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.253799155758E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     114 IER= 4 F=  0.199766373098E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.46256151801E-06 -0.19307673429E-05 -0.13753278402E-05

X VALUES

  0.41974869053E-01  0.86294440141E+00  0.79079959770E-01

MEAN OF DEPENDENT VARIABLE   749999.229606592

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.041974869       0.080793636    0.51953
  2       1.100000000       0.862944401       0.078640129   10.97333
  3      -0.100000000       0.079079960       0.080244862    0.98548

SE of equation          =      0.035784825
Sum of squared residuals =  0.199766373       0.133963179    
Sum of ABS residuals     =   2.56162403    
R squared                =    1.00000
Durbin-Watson statistic  =    1.77463

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.358230083012E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.310484174147E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.20017862975E-04  0.53206369444E-04  0.43308585669E-04

X VALUES

  0.51534593655E+00  0.10561248464E+01 -0.38377058114E+00

MEAN OF DEPENDENT VARIABLE   749999.275207212

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.515345937       0.044335924   11.62367
  2       1.100000000       1.056124846       0.094796128   11.14101
  3      -0.100000000      -0.383770581       0.091750483   -4.18276

SE of equation          =      0.039012578
Sum of squared residuals =  0.310484174       0.909191333    
Sum of ABS residuals     =   3.72876886    
R squared                =    1.00000
Durbin-Watson statistic  =    1.57973

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.660360388414E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      44 IER= 3 F=  0.650406912583E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.64862515596E-11 -0.60260117863E-11

X VALUES

  0.10162956444E+01 -0.12666392906E+00

MEAN OF DEPENDENT VARIABLE   749999.250372424

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.016295644       0.193220583    5.25977
  2      -0.100000000      -0.126663929       0.187725437   -0.67473

SE of equation          =      0.023679012
Sum of squared residuals =  0.650406913E-01   0.568260360    
Sum of ABS residuals     =   1.16953858    
R squared                =    1.00000
Durbin-Watson statistic  =    1.44549

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.353100357954E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.309643352656E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.28779150531E-11 -0.12484510080E-11

X VALUES

  0.13502068388E+01 -0.44464020514E+00

MEAN OF DEPENDENT VARIABLE   749999.233245678

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.350206839       0.078742286   17.14716
  2      -0.100000000      -0.444640205       0.077440670   -5.74169

SE of equation          =      0.038959717
Sum of squared residuals =  0.309643353        1.15388087    
Sum of ABS residuals     =   3.58939702    
R squared                =    1.00000
Durbin-Watson statistic  =    1.61171

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4935357E-01 0.5234225E-01 0.4283966      1.083667    
  1954.2 0.5267622E-01 0.5783462E-01 0.6035586     0.8143333    
  1954.3 0.5366152E-01 0.5970489E-01  1.565325     0.8696667    
  1954.4 0.6016405E-01 0.5361334E-01  0.000000      1.036333    
  1955.1 0.6405535E-01 0.4710636E-01  0.000000      1.256333    
  1955.2 0.6505932E-01 0.4380454E-01  1.013212      1.614333    
  1955.3 0.6427918E-01 0.4109694E-01  1.475018      1.861333    
  1955.4 0.6065326E-01 0.4208878E-01  2.188901      2.349333    
  1956.1 0.6264148E-01 0.4031458E-01  2.750579      2.379333    
  1956.2 0.6544897E-01 0.4190614E-01  2.455218      2.596667    
  1956.3 0.6737787E-01 0.4128671E-01  1.938232      2.596667    
  1956.4 0.6750198E-01 0.4100540E-01  1.881974      3.063667    
  1957.1 0.6461998E-01 0.3946671E-01  2.189527      3.171667    
  1957.2 0.6945361E-01 0.4062513E-01 0.1194653      3.157000    
  1957.3 0.6250801E-01 0.4207225E-01  0.000000      3.382333    
  1957.4 0.4820443E-01 0.4923487E-01  3.071487      3.343333    
  1958.1 0.3573507E-01 0.6275076E-01  5.557707      1.838000    
  1958.2 0.2415362E-01 0.7359928E-01  5.965358      1.017667    
  1958.3 0.1982224E-01 0.7309055E-01  5.681995      1.710667    
  1958.4 0.2001276E-01 0.6352766E-01  4.884870      2.787667    
  1959.1 0.2015406E-01 0.5798631E-01  4.910459      2.800333    
  1959.2 0.1850885E-01 0.5104500E-01  5.340418      3.019333    
  1959.3 0.3570731E-01 0.5287044E-01  5.143227      3.533000    
  1959.4 0.4100238E-01 0.5592834E-01  5.844666      4.299333    
  1960.1 0.4223287E-01 0.5159512E-01  5.624205      3.943000    
  1960.2 0.4811951E-01 0.5225835E-01  4.537664      3.092333    
  1960.3 0.5160298E-01 0.5549938E-01  3.343438      2.390333    
  1960.4 0.5532825E-01 0.6251647E-01  2.837864      2.360667    
  1961.1 0.5492204E-01 0.6773354E-01  3.744256      2.376667    
  1961.2 0.5443388E-01 0.6971717E-01  4.905946      2.324667    
  1961.3 0.5788378E-01 0.6749309E-01  5.519162      2.324667    
  1961.4 0.5485548E-01 0.6171891E-01  4.776321      2.475000    
  1962.1 0.5387637E-01 0.5614436E-01  4.290192      2.739000    
  1962.2 0.5331740E-01 0.5482584E-01  3.986973      2.716000    
  1962.3 0.5201453E-01 0.5539051E-01  4.330378      2.858000    
  1962.4 0.4873276E-01 0.5505923E-01  5.017608      2.803333    
  1963.1 0.4600265E-01 0.5779253E-01  5.404164      2.909000    
  1963.2 0.4062420E-01 0.5680856E-01  6.358868      2.941333    
  1963.3 0.3498808E-01 0.5493742E-01  7.359696      3.280667    
  1963.4 0.2744835E-01 0.5572673E-01  8.636098      3.499333    
  1964.1 0.3640926E-01 0.5457706E-01  8.144090      3.538000    
  1964.2 0.3935890E-01 0.5220257E-01  7.585806      3.481333    
  1964.3 0.3535316E-01 0.4989598E-01  7.916771      3.504000    
  1964.4 0.3886807E-01 0.4953597E-01  7.129875      3.685000    
  1965.1 0.4342466E-01 0.4871666E-01  6.456397      3.899667    
  1965.2 0.4509837E-01 0.4655354E-01  5.820489      3.879000    
  1965.3 0.4504692E-01 0.4351989E-01  6.619081      3.859667    
  1965.4 0.4056599E-01 0.4102298E-01  8.578689      4.158667    
  1966.1 0.3762690E-01 0.3848268E-01  8.387997      4.630667    
  1966.2 0.3732620E-01 0.3807639E-01  7.511163      4.597333    
  1966.3 0.4216133E-01 0.3750700E-01  6.953452      5.047667    
  1966.4 0.4373085E-01 0.3683286E-01  7.139260      5.246000    
  1967.1 0.4303287E-01 0.3809930E-01  7.343120      4.533667    
  1967.2 0.4385605E-01 0.3806934E-01  7.548683      3.657333    
  1967.3 0.4307471E-01 0.3784696E-01  8.691693      4.344667    
  1967.4 0.4128532E-01 0.3915978E-01  7.625066      4.787333    
  1968.1 0.3935617E-01 0.3728355E-01  7.270001      5.064667    
  1968.2 0.3487365E-01 0.3537721E-01  7.836678      5.510000    
  1968.3 0.3360510E-01 0.3510557E-01  8.441864      5.226333    
  1968.4 0.2985555E-01 0.3392130E-01  7.756717      5.580667    
  1969.1 0.2863224E-01 0.3376971E-01  8.389431      6.137667    
  1969.2 0.2975849E-01 0.3424592E-01  9.197879      6.240000    
  1969.3 0.3838699E-01 0.3590757E-01  9.404488      7.046667    
  1969.4 0.4358829E-01 0.3581941E-01  8.069951      7.317667    
  1970.1 0.4893228E-01 0.4159508E-01  7.795295      7.262667    
  1970.2 0.5071127E-01 0.4746577E-01  7.829608      6.752333    
  1970.3 0.5370202E-01 0.5169088E-01  7.318616      6.374667    
  1970.4 0.5925656E-01 0.5802797E-01  6.595267      5.358333    
  1971.1 0.6673175E-01 0.5914467E-01  5.532062      3.863333    
  1971.2 0.6978637E-01 0.5907857E-01  4.707555      4.206000    
  1971.3 0.6846257E-01 0.5983336E-01  4.895240      5.050333    
  1971.4 0.6201491E-01 0.5954344E-01  5.968844      4.234333    
  1972.1 0.5127629E-01 0.5768041E-01  8.160573      3.435333    
  1972.2 0.4654539E-01 0.5658509E-01  9.329623      3.748333    
  1972.3 0.4418900E-01 0.5584112E-01  9.875906      4.241333    
  1972.4 0.4340823E-01 0.5304486E-01  10.57685      4.851333    
  1973.1 0.4588126E-01 0.4950510E-01  10.72757      5.639667    
  1973.2 0.4823351E-01 0.4889844E-01  10.04493      6.608333    
  1973.3 0.5507964E-01 0.4793204E-01  9.225897      8.388333    
  1973.4 0.6180214E-01 0.4769321E-01  7.948028      7.461667    
  1974.1 0.6748634E-01 0.5085049E-01  7.608095      7.600333    
  1974.2 0.7009238E-01 0.5161500E-01  7.015252      8.268000    
  1974.3 0.7477782E-01 0.5583721E-01  6.621077      8.286333    
  1974.4 0.7867914E-01 0.6556479E-01  5.325375      7.336000    
  1975.1 0.7665662E-01 0.8217515E-01  5.842645      5.873333    
  1975.2 0.7569819E-01 0.8828988E-01  7.188122      5.400667    
  1975.3 0.7817134E-01 0.8467753E-01  8.207214      6.336667    
  1975.4 0.7629021E-01 0.8259670E-01  7.069016      5.684333    
  1976.1 0.7182422E-01 0.7723461E-01  6.072965      4.953333    
  1976.2 0.7002466E-01 0.7526804E-01  5.793731      5.168667    
  1976.3 0.7160322E-01 0.7700112E-01  6.257844      5.168667    
  1976.4 0.7111512E-01 0.7733424E-01  6.456857      4.698000    
  1977.1 0.7117296E-01 0.7493048E-01  6.424838      4.624000    
  1977.2 0.7726119E-01 0.7104693E-01  5.677883      4.828667    
  1977.3 0.7960882E-01 0.6864221E-01  4.471550      5.472000    
  1977.4 0.8282869E-01 0.6612385E-01  3.940714      6.137000    
  1978.1 0.8569841E-01 0.6326666E-01  4.043297      6.408000    
  1978.2 0.8347115E-01 0.5999476E-01  4.029209      6.481000    
  1978.3 0.8393646E-01 0.6021465E-01  3.644114      7.315333    
  1978.4 0.8249664E-01 0.5883992E-01  2.672480      8.680333    
  1979.1 0.7628235E-01 0.5877879E-01  3.804516      9.357667    
  1979.2 0.7120909E-01 0.5714052E-01  5.146576      9.372333    
  1979.3 0.6458054E-01 0.5868435E-01  6.222810      9.631333    
  1979.4 0.6072097E-01 0.5940129E-01  9.878730      11.80367    
  1980.1 0.5769998E-01 0.6296949E-01  10.33762      13.45867    
  1980.2 0.5320801E-01 0.7323656E-01  10.06241      10.04933    
  1980.3 0.5714499E-01 0.7680771E-01  11.54332      9.235333    
  1980.4 0.6493391E-01 0.7398623E-01  15.39836      13.70967    
  1981.1 0.7370145E-01 0.7426606E-01  12.84444      14.36900    
  1981.2 0.8337129E-01 0.7398937E-01  10.63659      14.82900    
  1981.3 0.9406431E-01 0.7417361E-01  9.975777      15.08733    
  1981.4 0.1008378     0.8241053E-01  11.35648      12.02267    
  1982.1 0.1074137     0.8843563E-01  13.75953      12.89500    
  1982.2 0.1078157     0.9425762E-01  13.56014      12.35900    
  1982.3 0.1095870     0.9942961E-01  11.32443      9.705333    
  1982.4 0.1087978     0.1067659      10.63416      7.935000    
  1983.1 0.1119710     0.1039701      9.901176      8.081333    
  1983.2 0.1100894     0.1010214      9.499206      8.420667    
  1983.3 0.1049200     0.9360138E-01  9.831457      9.186667    
  1983.4 0.1013328     0.8541760E-01  9.558986      8.793333    
  1984.1 0.1038045     0.7871758E-01  8.676046      9.133333    
  1984.2 0.9846885E-01 0.7478733E-01  8.624377      9.843333    
  1984.3 0.9094678E-01 0.7451999E-01  9.717523      10.34333    
  1984.4 0.8485401E-01 0.7283015E-01  9.930625      8.973333    
  1985.1 0.7781992E-01 0.7279936E-01  9.747719      8.183333    
  1985.2 0.7171254E-01 0.7288834E-01  9.353255      7.523333    
  1985.3 0.6888453E-01 0.7210537E-01  9.583360      7.103333    
  1985.4 0.6790074E-01 0.7054201E-01  9.822232      7.146667    
  1986.1 0.6840529E-01 0.7015712E-01  9.275471      6.886667    
  1986.2 0.7261813E-01 0.7180384E-01  8.260368      6.130000    
  1986.3 0.7413679E-01 0.6991001E-01  7.422184      5.533333    
  1986.4 0.7612122E-01 0.6835172E-01  6.869384      5.340000    
  1987.1 0.7709788E-01 0.6620689E-01  7.502857      5.533333    
  1987.2 0.8024237E-01 0.6280795E-01  7.588819      5.733333    
  1987.3 0.8433577E-01 0.6014193E-01  7.595399      6.033333    
  1987.4 0.8454533E-01 0.5868976E-01  6.124945      6.003333    
  1988.1 0.8597622E-01 0.5727587E-01  5.600881      5.760000    
  1988.2 0.8633900E-01 0.5487146E-01  5.137926      6.230000    
  1988.3 0.8609659E-01 0.5492451E-01  3.930350      6.993333    
  1988.4 0.8770997E-01 0.5350265E-01  3.062073      7.703333    
  1989.1 0.8746661E-01 0.5215423E-01  3.069027      8.533333    
  1989.2 0.8508437E-01 0.5244464E-01  2.676416      8.440000    
  1989.3 0.8244774E-01 0.5277223E-01  2.177888      7.850000    
  1989.4 0.7870988E-01 0.5373561E-01  2.143789      7.633333    
  1990.1 0.7591113E-01 0.5300361E-01  3.051999      7.756667    
  1990.2 0.7294845E-01 0.5337414E-01  2.937934      7.766667    
  1990.3 0.7376518E-01 0.5687498E-01  1.519358      7.493333    
  1990.4 0.8020339E-01 0.6113686E-01 0.6604374      7.023333    
  1991.1 0.8094694E-01 0.6574073E-01 0.3761167      6.053333    
  1991.2 0.8625327E-01 0.6823443E-01  0.000000      5.593333    
  1991.3 0.8948215E-01 0.6853392E-01  0.000000      5.406667    
  1991.4 0.9358386E-01 0.7096660E-01  0.000000      4.583333    
  1992.1 0.9405447E-01 0.7379080E-01  0.000000      3.910000    
  1992.2 0.9132841E-01 0.7594573E-01 0.3887947      3.723333    
  1992.3 0.9062979E-01 0.7626478E-01 0.7881353      3.130000    
  1992.4 0.8975257E-01 0.7406133E-01  1.527894      3.076667    
  1993.1 0.9073847E-01 0.7149713E-01  1.516971      2.993333    
  1993.2 0.8931503E-01 0.7068857E-01 0.6961236      2.983333    
  1993.3 0.8941466E-01 0.6799552E-01 0.4772404      3.020000    
  1993.4 0.8883949E-01 0.6619143E-01 0.9651747      3.080000    
  1994.1 0.9052166E-01 0.6555817E-01 0.9039371      3.250000    
  1994.2 0.8652800E-01 0.6165512E-01  1.018843      4.036667    
  1994.3 0.8032437E-01 0.6001291E-01  1.992018      4.510000    
  1994.4 0.7550247E-01 0.5619378E-01  2.508901      5.283333    
  1995.1 0.7381882E-01 0.5477964E-01  1.877169      5.780000    
  1995.2 0.7328749E-01 0.5674622E-01  1.560259      5.623333    
  1995.3 0.7734024E-01 0.5658385E-01  1.552579      5.380000    
  1995.4 0.7978509E-01 0.5572015E-01  1.642980      5.270000    
  1996.1 0.8081282E-01 0.5545427E-01  1.926022      4.950000    
  1996.2 0.7873455E-01 0.5470120E-01  2.337229      5.040000    
  1996.3 0.8006500E-01 0.5259294E-01  2.430879      5.136667    
  1996.4 0.7651151E-01 0.5310254E-01  1.312694      4.970000    
  1997.1 0.7356073E-01 0.5223738E-01  2.174723      5.063333    
  1997.2 0.7048405E-01 0.4974959E-01  3.208569      5.073333    
  1997.3 0.6572058E-01 0.4858023E-01  3.729267      5.056667    
  1997.4 0.6154197E-01 0.4680572E-01  3.858748      5.086667    
  1998.1 0.6178561E-01 0.4637954E-01  3.416270      5.053333    
  1998.2 0.6334631E-01 0.4414228E-01  3.115132      4.976667    
  1998.3 0.6796495E-01 0.4528502E-01  2.992017      4.823333    
  1998.4 0.7066662E-01 0.4429607E-01  2.886529      4.253333    
  1999.1 0.6870781E-01 0.4284456E-01  3.218421      4.406667    
  1999.2 0.6614403E-01 0.4248440E-01  3.725703      4.453333    
  1999.3 0.6442428E-01 0.4243400E-01  3.882990      4.650000    
  1999.4 0.6439671E-01 0.4077788E-01  3.755444      5.043333    
  2000.1 0.5939459E-01 0.4048765E-01  4.469894      5.520000    
  2000.2 0.5853470E-01 0.3947782E-01  4.636040      5.713333    
  2000.3 0.6488536E-01 0.4030117E-01  3.738906      6.016667    
  2000.4 0.6771420E-01 0.3918419E-01  2.711696      6.016667    
  2001.1 0.6445614E-01 0.4230321E-01  3.334864      4.816667    
  2001.2 0.6306179E-01 0.4411448E-01  4.515432      3.660000    
  2001.3 0.5950304E-01 0.4819249E-01  5.793498      3.170000    
  2001.4 0.5770506E-01 0.5537421E-01  5.358179      1.906667    
  2002.1 0.5262208E-01 0.5705425E-01  5.225548      1.820000    
  2002.2 0.5018178E-01 0.5845793E-01  5.013324      1.716667    
  2002.3 0.5040090E-01 0.5732000E-01  4.651815      1.643333    
  2002.4 0.5143682E-01 0.5851777E-01  4.728792      1.333333    
  2003.1 0.5269674E-01 0.5873963E-01  4.722162      1.156667    
  2003.2 0.5396666E-01 0.6152488E-01  3.946251      1.043333    
  2003.3 0.5702833E-01 0.6107130E-01  3.364950     0.9300000    
  2003.4 0.5886359E-01 0.5820932E-01  2.341239     0.9166667    
  2004.1 0.5629769E-01 0.5687648E-01  2.371540     0.9166667    
  2004.2 0.5298598E-01 0.5595400E-01  2.824865      1.076667    
  2004.3 0.4746159E-01 0.5440757E-01  3.141801      1.486667    
  2004.4 0.4585593E-01 0.5396538E-01  3.299904      2.006667    
  2005.1 0.4696776E-01 0.5292068E-01  3.207326      2.536667    
  2005.2 0.4625465E-01 0.5115378E-01  2.948904      2.863333    
  2005.3 0.4587244E-01 0.4975337E-01  3.299459      3.360000    
  2005.4 0.4476744E-01 0.4964352E-01  3.784054      3.826667    
  2006.1 0.4152643E-01 0.4731667E-01  4.500936      4.393333    
  2006.2 0.4078943E-01 0.4666969E-01  4.956995      4.703333    
  2006.3 0.3729338E-01 0.4655398E-01  6.230362      4.906667    
  2006.4 0.3791200E-01 0.4466963E-01  5.760185      4.903333    
  2007.1 0.3442357E-01 0.4536088E-01  5.449739      4.983333    
  2007.2 0.3259940E-01 0.4507805E-01  5.989404      4.736667    
  2007.3 0.3351464E-01 0.4670151E-01  6.176454      4.303333    
  2007.4 0.3823073E-01 0.4813029E-01  5.798210      3.390000    
  2008.1 0.4278250E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.4807470E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5369312E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5940170E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6483572E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7236667E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8469156E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9456378E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1031962     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1102110     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1076307     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9893441E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.8952436E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.8607618E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.8836670E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9187215E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9039844E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9278435E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9398583E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9519657E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1008603     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1004732     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1011543     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9995158E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1033075     0.7353172E-01  0.000000     0.2222305    
  2014.2 0.1065329     0.7371212E-01  0.000000     0.2267692    
  2014.3 0.1129656     0.7344075E-01  0.000000     0.2727381    
  2014.4 0.1147611     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1151042     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1119283     0.7041296E-01  0.000000     0.7056998    
  2015.3 0.1108160     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.1072149     0.6810526E-01  0.000000      1.011500    
  2016.1 0.1021338     0.6720077E-01  0.000000      1.148466    
  2016.2 0.9928672E-01 0.6650839E-01 0.8509477E-01  1.268463    
  2016.3 0.9105341E-01 0.6602361E-01 0.2489297      1.370028    
  2016.4 0.8453119E-01 0.6572500E-01 0.3574140      1.454232    
  2017.1 0.7831978E-01 0.6557762E-01 0.5748692      1.523254    
  2017.2 0.7287668E-01 0.6554472E-01 0.9403473      1.579320    
  2017.3 0.6821352E-01 0.6559437E-01  1.335643      1.624370    
  2017.4 0.6355477E-01 0.6569973E-01  1.836728      1.660170    
  2018.1 0.6265021E-01 0.6583532E-01  1.723460      1.688692    
  2018.2 0.6359522E-01 0.6598118E-01  1.357435      1.711782    
  2018.3 0.6372698E-01 0.6612472E-01  1.231663      1.730742    
  2018.4 0.6412227E-01 0.6625905E-01 0.8267925      1.746369    
  2019.1 0.6445689E-01 0.6637441E-01  1.214639      1.759767    
  2019.2 0.6286047E-01 0.6646188E-01  1.812818      1.772234    
  2019.3 0.6465587E-01 0.6651811E-01  2.181944      1.784603    
  2019.4 0.6233239E-01 0.6654506E-01  1.189671      1.797049    
  2020.1 0.6142637E-01 0.6654177E-01  1.505183      1.809908    
  2020.2 0.6298623E-01 0.6650849E-01  2.073721      1.823601    
  2020.3 0.6403891E-01 0.6644969E-01  2.299904      1.838160    
  2020.4 0.6315579E-01 0.6637212E-01  2.264789      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.324031640895E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.304856998983E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.28838818909E-05  0.93757230410E-05  0.10118822407E-04

X VALUES

  0.46423275825E+00  0.12103981204E+01 -0.23610087692E+00

MEAN OF DEPENDENT VARIABLE   749999.237032751

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.464232758       0.015929740   29.14252
  2       1.100000000       1.210398120       0.077406339   15.63694
  3      -0.100000000      -0.236100877       0.076534774   -3.08488

SE of equation          =      0.012224553
Sum of squared residuals =  0.304856999E-01   0.151610099    
Sum of ABS residuals     =  0.891169505    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96996

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.168691600210E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     120 IER= 4 F=  0.864141132382E-02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.52910432629E-05 -0.10899071242E-05 -0.10379895857E-05

X VALUES

  0.61215004896E+00  0.12472096809E+01 -0.28442807027E+00

MEAN OF DEPENDENT VARIABLE   749999.234793386

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.612150049       0.011088783   55.20444
  2       1.100000000       1.247209681       0.066527805   18.74719
  3      -0.100000000      -0.284428070       0.062878422   -4.52346

SE of equation          =      0.006508445
Sum of squared residuals =  0.864141132E-02  -0.263277386E-01
Sum of ABS residuals     =  0.516473998    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96029

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.481633153839E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.463454407808E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.10732467485E-07 -0.51536062256E-06 -0.51977926642E-06

X VALUES

  0.51141728980E+00  0.11276854587E+01 -0.15776882841E+00

MEAN OF DEPENDENT VARIABLE   749999.278250822

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.511417290       0.024088917   21.23040
  2       1.100000000       1.127685459       0.071477089   15.77688
  3      -0.100000000      -0.157768828       0.070482050   -2.23843

SE of equation          =      0.015536489
Sum of squared residuals =  0.463454408E-01   0.177476113E-01
Sum of ABS residuals     =   1.07780630    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96673

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.375858360104E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      85 IER= 4 F=  0.338635654950E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.60320852793E-04  0.14940658062E-04  0.13837054345E-04

X VALUES

  0.49017771679E+00  0.11081861035E+01 -0.14025627488E+00

MEAN OF DEPENDENT VARIABLE   749999.266656002

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.490177717       0.016361881   29.95852
  2       1.100000000       1.108186103       0.069667730   15.90673
  3      -0.100000000      -0.140256275       0.067447621   -2.07948

SE of equation          =      0.012884016
Sum of squared residuals =  0.338635655E-01  -0.140172297    
Sum of ABS residuals     =   1.13286287    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98020

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.380630177966E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      90 IER= 3 F=  0.380503768996E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.56202045722E-07 -0.77521746868E-06 -0.82338018201E-06

X VALUES

  0.51771647554E+00  0.11057526321E+01 -0.16046708993E+00

MEAN OF DEPENDENT VARIABLE   749999.274797762

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.517716476       0.391655267    1.32187
  2       1.100000000       1.105752632       2.100829785    0.52634
  3      -0.100000000      -0.160467090       1.974984130   -0.08125

SE of equation          =      0.431881298
Sum of squared residuals =   38.0503769        6.95615234    
Sum of ABS residuals     =   8.25768164    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96705

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.231181405581E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.226380658984E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.11826028698E-05  0.19513701791E-05 -0.53377705328E-06

X VALUES

  0.56657246179E+00  0.78995886380E+00 -0.12167580453E+00

MEAN OF DEPENDENT VARIABLE   749999.238660883

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.566572462       0.124263794    4.55943
  2       1.100000000       0.789958864       0.238611540    3.31065
  3      -0.100000000      -0.121675805       0.225949486   -0.53851

SE of equation          =      0.105342732
Sum of squared residuals =   2.26380659        2.89190893    
Sum of ABS residuals     =   4.78301283    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92362

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.909854345131E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      77 IER= 4 F=  0.768821387773E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.91230801939E-04 -0.16542538928E-03 -0.16904663202E-03

X VALUES

  0.92325568197E+00  0.12176913242E+01 -0.22014811039E+00

MEAN OF DEPENDENT VARIABLE   749999.501704414

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.923255682       0.083411465   11.06869
  2       1.100000000       1.217691324       0.079060220   15.40207
  3      -0.100000000      -0.220148110       0.079531536   -2.76806

SE of equation          =      0.068468499
Sum of squared residuals =  0.768821388        1.38569883    
Sum of ABS residuals     =   5.08903757    
R squared                =    1.00000
Durbin-Watson statistic  =    1.82664

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.264319356122E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 3 F=  0.239135735370E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.28466487947E-08  0.74236752358E-08  0.65656751601E-08

X VALUES

  0.57619181686E+00  0.69343370311E+00  0.10765012216E+00

MEAN OF DEPENDENT VARIABLE   749999.266381333

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.576191817       0.042856680   13.44462
  2       1.100000000       0.693433703       0.105638894    6.56419
  3      -0.100000000       0.107650122       0.103160101    1.04352

SE of equation          =      0.034237903
Sum of squared residuals =  0.239135735        1.09645916    
Sum of ABS residuals     =   3.24722660    
R squared                =    1.00000
Durbin-Watson statistic  =    1.55254

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.101722678201E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      91 IER= 4 F=  0.794730163997E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.26846045270E-05  0.42649413792E-05 -0.47869068348E-05

X VALUES

  0.60983919339E+00  0.68696716839E+00 -0.62418935970E-01

MEAN OF DEPENDENT VARIABLE   749999.244953789

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.609839193       0.128319147    4.75252
  2       1.100000000       0.686967168       0.089503558    7.67531
  3      -0.100000000      -0.062418936       0.080609132   -0.77434

SE of equation          =      0.069612611
Sum of squared residuals =  0.794730164       0.185571303    
Sum of ABS residuals     =   4.92177572    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99230

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.273904704068E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 3 F=  0.231902804431E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.75346664721E-09 -0.40241770028E-08 -0.34000580129E-08

X VALUES

  0.21826020585E+00  0.95171089608E+00  0.83981151342E-03

MEAN OF DEPENDENT VARIABLE   749999.295342752

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.218260206       0.065688214    3.32267
  2       1.100000000       0.951710896       0.075612747   12.58665
  3      -0.100000000       0.000839812       0.075139139    0.01118

SE of equation          =      0.038555887
Sum of squared residuals =  0.231902804        1.16466256    
Sum of ABS residuals     =   2.92273439    
R squared                =    1.00000
Durbin-Watson statistic  =    1.90468

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.548288076666E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      90 IER= 4 F=  0.421207430043E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.20955398639E-04 -0.19110085924E-05 -0.34976651490E-05

X VALUES

  0.59920991478E+00  0.10397241065E+01 -0.49906177373E+00

MEAN OF DEPENDENT VARIABLE   749999.269445366

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.599209915       0.043282563   13.84414
  2       1.100000000       1.039724107       0.087577295   11.87207
  3      -0.100000000      -0.499061774       0.088209496   -5.65769

SE of equation          =      0.045439436
Sum of squared residuals =  0.421207430        1.34034685    
Sum of ABS residuals     =   4.52867098    
R squared                =    1.00000
Durbin-Watson statistic  =    1.71170

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.792027416145E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.690218974493E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.37772180592E-11  0.41254055858E-11

X VALUES

  0.11389636905E+01 -0.30275832926E+00

MEAN OF DEPENDENT VARIABLE   749999.249537743

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.138963690       0.146275365    7.78644
  2      -0.100000000      -0.302758329       0.133234545   -2.27237

SE of equation          =      0.024392957
Sum of squared residuals =  0.690218974E-01   0.545541811    
Sum of ABS residuals     =   1.23001620    
R squared                =    1.00000
Durbin-Watson statistic  =    1.55265

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.331210475841E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.317955983771E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.66393625679E-11 -0.88320686360E-11

X VALUES

  0.12541373663E+01 -0.28283315137E+00

MEAN OF DEPENDENT VARIABLE   749999.291613815

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.254137366       0.079446860   15.78586
  2      -0.100000000      -0.282833151       0.078884029   -3.58543

SE of equation          =      0.039479207
Sum of squared residuals =  0.317955984        1.48276312    
Sum of ABS residuals     =   3.79691661    
R squared                =    1.00000
Durbin-Watson statistic  =    1.74768

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4570854E-01 0.5234225E-01  1.340692      1.083667    
  1954.2 0.5206297E-01 0.5783462E-01  1.216919     0.8143333    
  1954.3 0.5640540E-01 0.5970489E-01  1.463049     0.8696667    
  1954.4 0.5932417E-01 0.5361334E-01  1.812301      1.036333    
  1955.1 0.5765760E-01 0.4710636E-01  2.253990      1.256333    
  1955.2 0.5610548E-01 0.4380454E-01  2.476644      1.614333    
  1955.3 0.5118658E-01 0.4109694E-01  2.762773      1.861333    
  1955.4 0.4599674E-01 0.4208878E-01  3.254319      2.349333    
  1956.1 0.4438669E-01 0.4031458E-01  3.665738      2.379333    
  1956.2 0.4974290E-01 0.4190614E-01  1.535716      2.596667    
  1956.3 0.4413016E-01 0.4128671E-01 0.7674865      2.596667    
  1956.4 0.3134068E-01 0.4100540E-01  3.720970      3.063667    
  1957.1 0.1864320E-01 0.3946671E-01  6.386308      3.171667    
  1957.2 0.1336471E-01 0.4062513E-01  7.403473      3.157000    
  1957.3 0.1086153E-01 0.4207225E-01  8.716030      3.382333    
  1957.4 0.1057233E-01 0.4923487E-01  7.631467      3.343333    
  1958.1 0.1412391E-01 0.6275076E-01  7.114761      1.838000    
  1958.2 0.1472069E-01 0.7359928E-01  7.484267      1.017667    
  1958.3 0.1868562E-01 0.7309055E-01  7.466807      1.710667    
  1958.4 0.2068945E-01 0.6352766E-01  6.812043      2.787667    
  1959.1 0.2249738E-01 0.5798631E-01  6.621957      2.800333    
  1959.2 0.2406378E-01 0.5104500E-01  7.345193      3.019333    
  1959.3 0.4185978E-01 0.5287044E-01  6.440359      3.533000    
  1959.4 0.4526783E-01 0.5592834E-01  6.347505      4.299333    
  1960.1 0.5367657E-01 0.5159512E-01  5.199027      3.943000    
  1960.2 0.6044653E-01 0.5225835E-01  4.119554      3.092333    
  1960.3 0.6379673E-01 0.5549938E-01  3.317678      2.390333    
  1960.4 0.6168585E-01 0.6251647E-01  3.069344      2.360667    
  1961.1 0.6026038E-01 0.6773354E-01  3.168190      2.376667    
  1961.2 0.5410926E-01 0.6971717E-01  3.569617      2.324667    
  1961.3 0.4797315E-01 0.6749309E-01  4.032385      2.324667    
  1961.4 0.3749991E-01 0.6171891E-01  4.518731      2.475000    
  1962.1 0.2449844E-01 0.5614436E-01  5.931653      2.739000    
  1962.2 0.1757380E-01 0.5482584E-01  7.069473      2.716000    
  1962.3 0.1266044E-01 0.5539051E-01  7.653952      2.858000    
  1962.4 0.9472797E-02 0.5505923E-01  8.046476      2.803333    
  1963.1 0.1185604E-01 0.5779253E-01  8.348443      2.909000    
  1963.2 0.1384375E-01 0.5680856E-01  8.536852      2.941333    
  1963.3 0.1700789E-01 0.5493742E-01  8.791799      3.280667    
  1963.4 0.1608615E-01 0.5572673E-01  7.835785      3.499333    
  1964.1 0.2072306E-01 0.5457706E-01  7.186364      3.538000    
  1964.2 0.2547668E-01 0.5220257E-01  6.874583      3.481333    
  1964.3 0.3165692E-01 0.4989598E-01  6.415777      3.504000    
  1964.4 0.3700356E-01 0.4953597E-01  6.258068      3.685000    
  1965.1 0.4098222E-01 0.4871666E-01  5.817517      3.899667    
  1965.2 0.4493104E-01 0.4655354E-01  5.247704      3.879000    
  1965.3 0.4340617E-01 0.4351989E-01  4.995255      3.859667    
  1965.4 0.3743336E-01 0.4102298E-01  5.450973      4.158667    
  1966.1 0.3910795E-01 0.3848268E-01  5.637886      4.630667    
  1966.2 0.3358656E-01 0.3807639E-01  6.217913      4.597333    
  1966.3 0.2768677E-01 0.3750700E-01  7.519949      5.047667    
  1966.4 0.2006102E-01 0.3683286E-01  8.545018      5.246000    
  1967.1 0.1789526E-01 0.3809930E-01  8.162666      4.533667    
  1967.2 0.1342943E-01 0.3806934E-01  8.720457      3.657333    
  1967.3 0.1450576E-01 0.3784696E-01  9.486846      4.344667    
  1967.4 0.2285905E-01 0.3915978E-01  7.085335      4.787333    
  1968.1 0.2265961E-01 0.3728355E-01  6.252859      5.064667    
  1968.2 0.3215670E-01 0.3537721E-01  5.860316      5.510000    
  1968.3 0.3910739E-01 0.3510557E-01  4.830638      5.226333    
  1968.4 0.4862818E-01 0.3392130E-01  3.953849      5.580667    
  1969.1 0.5504717E-01 0.3376971E-01  3.722151      6.137667    
  1969.2 0.6123120E-01 0.3424592E-01  3.463281      6.240000    
  1969.3 0.6421482E-01 0.3590757E-01  3.177111      7.046667    
  1969.4 0.6700056E-01 0.3581941E-01  3.063685      7.317667    
  1970.1 0.7472922E-01 0.4159508E-01  2.769422      7.262667    
  1970.2 0.7193946E-01 0.4746577E-01  3.253112      6.752333    
  1970.3 0.6048745E-01 0.5169088E-01  4.524328      6.374667    
  1970.4 0.5365754E-01 0.5802797E-01  4.523918      5.358333    
  1971.1 0.4426346E-01 0.5914467E-01  4.813155      3.863333    
  1971.2 0.4293036E-01 0.5907857E-01  5.096054      4.206000    
  1971.3 0.3978522E-01 0.5983336E-01  4.877043      5.050333    
  1971.4 0.3894692E-01 0.5954344E-01  5.030799      4.234333    
  1972.1 0.3951174E-01 0.5768041E-01  5.746213      3.435333    
  1972.2 0.4281395E-01 0.5658509E-01  6.586542      3.748333    
  1972.3 0.4377864E-01 0.5584112E-01  8.179867      4.241333    
  1972.4 0.4371421E-01 0.5304486E-01  7.225245      4.851333    
  1973.1 0.4537962E-01 0.4950510E-01  7.163314      5.639667    
  1973.2 0.4724167E-01 0.4889844E-01  7.527062      6.608333    
  1973.3 0.4955025E-01 0.4793204E-01  7.011030      8.388333    
  1973.4 0.5754854E-01 0.4769321E-01  6.577905      7.461667    
  1974.1 0.5857405E-01 0.5085049E-01  6.518828      7.600333    
  1974.2 0.5704570E-01 0.5161500E-01  6.809029      8.268000    
  1974.3 0.5305144E-01 0.5583721E-01  7.585797      8.286333    
  1974.4 0.5274404E-01 0.6556479E-01  7.813477      7.336000    
  1975.1 0.4702841E-01 0.8217515E-01  7.797746      5.873333    
  1975.2 0.4488275E-01 0.8828988E-01  7.504659      5.400667    
  1975.3 0.4769535E-01 0.8467753E-01  7.945722      6.336667    
  1975.4 0.4777114E-01 0.8259670E-01  8.167776      5.684333    
  1976.1 0.5052251E-01 0.7723461E-01  8.789479      4.953333    
  1976.2 0.5437318E-01 0.7526804E-01  8.873449      5.168667    
  1976.3 0.6168790E-01 0.7700112E-01  7.835437      5.168667    
  1976.4 0.7273299E-01 0.7733424E-01  6.391388      4.698000    
  1977.1 0.8256709E-01 0.7493048E-01  5.064593      4.624000    
  1977.2 0.8838117E-01 0.7104693E-01  4.105885      4.828667    
  1977.3 0.9231996E-01 0.6864221E-01  3.949829      5.472000    
  1977.4 0.9271437E-01 0.6612385E-01  4.170753      6.137000    
  1978.1 0.9233377E-01 0.6326666E-01  4.672156      6.408000    
  1978.2 0.9019046E-01 0.5999476E-01  4.622939      6.481000    
  1978.3 0.8751420E-01 0.6021465E-01  3.555289      7.315333    
  1978.4 0.8930744E-01 0.5883992E-01  3.066918      8.680333    
  1979.1 0.8409530E-01 0.5877879E-01  3.770308      9.357667    
  1979.2 0.7849463E-01 0.5714052E-01  4.633857      9.372333    
  1979.3 0.7004573E-01 0.5868435E-01  5.608644      9.631333    
  1979.4 0.6731797E-01 0.5940129E-01  9.792342      11.80367    
  1980.1 0.6012219E-01 0.6296949E-01  10.64324      13.45867    
  1980.2 0.5560075E-01 0.7323656E-01  7.056625      10.04933    
  1980.3 0.5499326E-01 0.7680771E-01  7.843917      9.235333    
  1980.4 0.5739480E-01 0.7398623E-01  12.65686      13.70967    
  1981.1 0.6193893E-01 0.7426606E-01  13.75891      14.36900    
  1981.2 0.7143280E-01 0.7398937E-01  12.82860      14.82900    
  1981.3 0.8232023E-01 0.7417361E-01  10.80636      15.08733    
  1981.4 0.9028635E-01 0.8241053E-01  12.13507      12.02267    
  1982.1 0.9603684E-01 0.8843563E-01  16.65540      12.89500    
  1982.2 0.1022661     0.9425762E-01  15.64012      12.35900    
  1982.3 0.1088772     0.9942961E-01  10.16631      9.705333    
  1982.4 0.1113002     0.1067659      7.925718      7.935000    
  1983.1 0.1080668     0.1039701      8.576655      8.081333    
  1983.2 0.1024976     0.1010214      9.127780      8.420667    
  1983.3 0.9364957E-01 0.9360138E-01  8.977508      9.186667    
  1983.4 0.8478703E-01 0.8541760E-01  8.967856      8.793333    
  1984.1 0.7537259E-01 0.7871758E-01  9.076282      9.133333    
  1984.2 0.6531956E-01 0.7478733E-01  9.175272      9.843333    
  1984.3 0.5977753E-01 0.7451999E-01  9.774814      10.34333    
  1984.4 0.5542318E-01 0.7283015E-01  10.18506      8.973333    
  1985.1 0.5457598E-01 0.7279936E-01  9.931303      8.183333    
  1985.2 0.5169694E-01 0.7288834E-01  10.22887      7.523333    
  1985.3 0.4760514E-01 0.7210537E-01  10.86405      7.103333    
  1985.4 0.5516060E-01 0.7054201E-01  8.401734      7.146667    
  1986.1 0.6287768E-01 0.7015712E-01  7.603348      6.886667    
  1986.2 0.6580495E-01 0.7180384E-01  8.122823      6.130000    
  1986.3 0.6984161E-01 0.6991001E-01  7.935501      5.533333    
  1986.4 0.7660515E-01 0.6835172E-01  6.941787      5.340000    
  1987.1 0.8880650E-01 0.6620689E-01  5.241703      5.533333    
  1987.2 0.9761873E-01 0.6280795E-01  3.630026      5.733333    
  1987.3 0.1026695     0.6014193E-01  2.446271      6.033333    
  1987.4 0.1011393     0.5868976E-01  2.029609      6.003333    
  1988.1 0.1018543     0.5727587E-01  2.357548      5.760000    
  1988.2 0.9986926E-01 0.5487146E-01  2.051455      6.230000    
  1988.3 0.9612592E-01 0.5492451E-01  1.005804      6.993333    
  1988.4 0.9359082E-01 0.5350265E-01 0.6228567      7.703333    
  1989.1 0.8822745E-01 0.5215423E-01 0.9388093      8.533333    
  1989.2 0.8113500E-01 0.5244464E-01  1.530429      8.440000    
  1989.3 0.7241341E-01 0.5277223E-01  2.007163      7.850000    
  1989.4 0.6783172E-01 0.5373561E-01  1.797488      7.633333    
  1990.1 0.6200075E-01 0.5300361E-01  2.403142      7.756667    
  1990.2 0.5745684E-01 0.5337414E-01  3.065009      7.766667    
  1990.3 0.5673891E-01 0.5687498E-01  3.379590      7.493333    
  1990.4 0.5661134E-01 0.6113686E-01  3.377184      7.023333    
  1991.1 0.6129645E-01 0.6574073E-01  2.626856      6.053333    
  1991.2 0.6478558E-01 0.6823443E-01  2.067412      5.593333    
  1991.3 0.6705397E-01 0.6853392E-01  1.677210      5.406667    
  1991.4 0.6999478E-01 0.7096660E-01 0.8503646      4.583333    
  1992.1 0.7602592E-01 0.7379080E-01 0.3342364      3.910000    
  1992.2 0.8082650E-01 0.7594573E-01  0.000000      3.723333    
  1992.3 0.8317635E-01 0.7626478E-01  0.000000      3.130000    
  1992.4 0.8552071E-01 0.7406133E-01  0.000000      3.076667    
  1993.1 0.8945593E-01 0.7149713E-01  0.000000      2.993333    
  1993.2 0.8902468E-01 0.7068857E-01 0.4116566      2.983333    
  1993.3 0.9077067E-01 0.6799552E-01 0.5849818      3.020000    
  1993.4 0.9103826E-01 0.6619143E-01  1.171395      3.080000    
  1994.1 0.9567939E-01 0.6555817E-01  0.000000      3.250000    
  1994.2 0.9956205E-01 0.6165512E-01  0.000000      4.036667    
  1994.3 0.1040750     0.6001291E-01  0.000000      4.510000    
  1994.4 0.1102199     0.5619378E-01  0.000000      5.283333    
  1995.1 0.1089461     0.5477964E-01  0.000000      5.780000    
  1995.2 0.1032581     0.5674622E-01 0.1476260      5.623333    
  1995.3 0.1009757     0.5658385E-01 0.4331105      5.380000    
  1995.4 0.9502216E-01 0.5572015E-01  0.000000      5.270000    
  1996.1 0.9149061E-01 0.5545427E-01  0.000000      4.950000    
  1996.2 0.9150248E-01 0.5470120E-01 0.1402475      5.040000    
  1996.3 0.8658793E-01 0.5259294E-01  0.000000      5.136667    
  1996.4 0.8194076E-01 0.5310254E-01  0.000000      4.970000    
  1997.1 0.7892083E-01 0.5223738E-01 0.4233298      5.063333    
  1997.2 0.7335293E-01 0.4974959E-01 0.9014671      5.073333    
  1997.3 0.6768128E-01 0.4858023E-01  1.447799      5.056667    
  1997.4 0.6120853E-01 0.4680572E-01  1.979020      5.086667    
  1998.1 0.5608507E-01 0.4637954E-01  2.939914      5.053333    
  1998.2 0.4990727E-01 0.4414228E-01  3.722995      4.976667    
  1998.3 0.4904472E-01 0.4528502E-01  4.256089      4.823333    
  1998.4 0.4564695E-01 0.4429607E-01  3.279545      4.253333    
  1999.1 0.4556067E-01 0.4284456E-01  3.203593      4.406667    
  1999.2 0.4912202E-01 0.4248440E-01  3.535540      4.453333    
  1999.3 0.4944533E-01 0.4243400E-01  3.401026      4.650000    
  1999.4 0.4951595E-01 0.4077788E-01  3.040939      5.043333    
  2000.1 0.4798803E-01 0.4048765E-01  3.667505      5.520000    
  2000.2 0.4963118E-01 0.3947782E-01  3.582016      5.713333    
  2000.3 0.5388187E-01 0.4030117E-01  3.225435      6.016667    
  2000.4 0.5532143E-01 0.3918419E-01  3.324355      6.016667    
  2001.1 0.5495521E-01 0.4230321E-01  4.383750      4.816667    
  2001.2 0.5513158E-01 0.4411448E-01  5.552880      3.660000    
  2001.3 0.5257323E-01 0.4819249E-01  7.071472      3.170000    
  2001.4 0.5080157E-01 0.5537421E-01  5.846516      1.906667    
  2002.1 0.4684995E-01 0.5705425E-01  5.388271      1.820000    
  2002.2 0.4461074E-01 0.5845793E-01  5.891643      1.716667    
  2002.3 0.4233108E-01 0.5732000E-01  6.539061      1.643333    
  2002.4 0.4458142E-01 0.5851777E-01  6.747516      1.333333    
  2003.1 0.4670168E-01 0.5873963E-01  6.177910      1.156667    
  2003.2 0.4964590E-01 0.6152488E-01  5.545882      1.043333    
  2003.3 0.5124102E-01 0.6107130E-01  5.427356     0.9300000    
  2003.4 0.5463153E-01 0.5820932E-01  4.781360     0.9166667    
  2004.1 0.5445570E-01 0.5687648E-01  4.324624     0.9166667    
  2004.2 0.5274570E-01 0.5595400E-01  4.600366      1.076667    
  2004.3 0.4829885E-01 0.5440757E-01  5.070789      1.486667    
  2004.4 0.4976725E-01 0.5396538E-01  4.975876      2.006667    
  2005.1 0.5077281E-01 0.5292068E-01  4.766761      2.536667    
  2005.2 0.5663700E-01 0.5115378E-01  4.077577      2.863333    
  2005.3 0.5999315E-01 0.4975337E-01  3.017178      3.360000    
  2005.4 0.6411634E-01 0.4964352E-01  2.238935      3.826667    
  2006.1 0.6250656E-01 0.4731667E-01  1.968796      4.393333    
  2006.2 0.6199396E-01 0.4666969E-01  2.552116      4.703333    
  2006.3 0.5935033E-01 0.4655398E-01  3.102121      4.906667    
  2006.4 0.5748680E-01 0.4466963E-01  2.889715      4.903333    
  2007.1 0.5391568E-01 0.4536088E-01  2.786782      4.983333    
  2007.2 0.5085607E-01 0.4507805E-01  3.118199      4.736667    
  2007.3 0.4929989E-01 0.4670151E-01  3.207993      4.303333    
  2007.4 0.4865884E-01 0.4813029E-01  3.347410      3.390000    
  2008.1 0.4569666E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.4626390E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.4640747E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5092573E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.5615249E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.6338975E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.6781192E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.6915305E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.7437343E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.7944103E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9067969E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9712386E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9812944E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9991634E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9863934E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9570427E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9419821E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9175037E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9253725E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9138525E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9116612E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9093123E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9249935E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9110900E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8667432E-01 0.7353172E-01  1.190923     0.2222305    
  2014.2 0.8576902E-01 0.7371212E-01  1.757703     0.2267692    
  2014.3 0.8414693E-01 0.7344075E-01  1.694836     0.2727381    
  2014.4 0.8147655E-01 0.7270034E-01  1.714561     0.3896289    
  2015.1 0.8035999E-01 0.7163268E-01  1.550482     0.5446822    
  2015.2 0.8000652E-01 0.7041296E-01  1.248129     0.7056998    
  2015.3 0.8059378E-01 0.6919799E-01 0.9744655     0.8622789    
  2015.4 0.8068706E-01 0.6810526E-01 0.9463052      1.011500    
  2016.1 0.8147232E-01 0.6720077E-01 0.3534919      1.148466    
  2016.2 0.8311084E-01 0.6650839E-01  0.000000      1.268463    
  2016.3 0.8840945E-01 0.6602361E-01  0.000000      1.370028    
  2016.4 0.9014646E-01 0.6572500E-01 0.1374452      1.454232    
  2017.1 0.8868249E-01 0.6557762E-01 0.4511194      1.523254    
  2017.2 0.8936994E-01 0.6554472E-01 0.4872067      1.579320    
  2017.3 0.8732362E-01 0.6559437E-01  1.322688      1.624370    
  2017.4 0.8327252E-01 0.6569973E-01  1.217593      1.660170    
  2018.1 0.8151369E-01 0.6583532E-01  1.081242      1.688692    
  2018.2 0.8099601E-01 0.6598118E-01 0.5339675      1.711782    
  2018.3 0.8028171E-01 0.6612472E-01 0.3446961      1.730742    
  2018.4 0.7770887E-01 0.6625905E-01 0.7022210      1.746369    
  2019.1 0.8254862E-01 0.6637441E-01 0.5054440      1.759767    
  2019.2 0.8296314E-01 0.6646188E-01 0.3545262      1.772234    
  2019.3 0.8173237E-01 0.6651811E-01  1.042770      1.784603    
  2019.4 0.8036877E-01 0.6654506E-01  1.153655      1.797049    
  2020.1 0.8035289E-01 0.6654177E-01 0.5108201      1.809908    
  2020.2 0.7991786E-01 0.6650849E-01 0.7466493E-01  1.823601    
  2020.3 0.7963615E-01 0.6644969E-01  0.000000      1.838160    
  2020.4 0.7858718E-01 0.6637212E-01 0.1147976      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.303438413189E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     122 IER= 4 F=  0.266410719245E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.41777223974E-06 -0.54213721532E-06 -0.20702877209E-06

X VALUES

  0.55001120758E+00  0.96834785834E+00 -0.70375608508E-01

MEAN OF DEPENDENT VARIABLE   749999.221189755

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.550011208       0.021946863   25.06104
  2       1.100000000       0.968347858       0.072842690   13.29369
  3      -0.100000000      -0.070375609       0.067577927   -1.04140

SE of equation          =      0.011427751
Sum of squared residuals =  0.266410719E-01  -0.197222648E-01
Sum of ABS residuals     =  0.939768193    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99689

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.198275473202E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     122 IER= 4 F=  0.109690026373E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.28270290046E-06  0.18156306720E-05  0.23695764575E-05

X VALUES

  0.70221115238E+00  0.12452771989E+01 -0.27752689140E+00

MEAN OF DEPENDENT VARIABLE   749999.251826767

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.702211152       0.018196276   38.59093
  2       1.100000000       1.245277199       0.069442074   17.93260
  3      -0.100000000      -0.277526891       0.066204244   -4.19198

SE of equation          =      0.007332777
Sum of squared residuals =  0.109690026E-01  -0.796114957E-01
Sum of ABS residuals     =  0.574718376    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98453

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.726744552619E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.662396067614E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.72799093685E-07 -0.70247488470E-06 -0.55967976811E-06

X VALUES

  0.53120568267E+00  0.99102829367E+00 -0.98520101150E-01

MEAN OF DEPENDENT VARIABLE   749999.266963986

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.531205683       0.035446240   14.98624
  2       1.100000000       0.991028294       0.072068637   13.75117
  3      -0.100000000      -0.098520101       0.069296641   -1.42172

SE of equation          =      0.018574120
Sum of squared residuals =  0.662396068E-01   0.273547346    
Sum of ABS residuals     =   1.40218097    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99677

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.560645200317E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     124 IER= 4 F=  0.489561400435E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.22508087236E-07  0.29706627141E-07  0.26374806537E-07

X VALUES

  0.56840725239E+00  0.12767577716E+01 -0.30934012094E+00

MEAN OF DEPENDENT VARIABLE   749999.266659003

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.568407252       0.031264117   18.18082
  2       1.100000000       1.276757772       0.069228364   18.44270
  3      -0.100000000      -0.309340121       0.067008134   -4.61646

SE of equation          =      0.015491323
Sum of squared residuals =  0.489561400E-01  -0.797120739E-01
Sum of ABS residuals     =   1.30235032    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98366

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.358385768469E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      91 IER= 3 F=  0.358195255531E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.13105902151E-05 -0.12020657022E-05 -0.25585791908E-05

X VALUES

  0.56958780065E+00  0.11206691700E+01 -0.18005320468E+00

MEAN OF DEPENDENT VARIABLE   749999.275785651

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.569587801       0.397035205    1.43460
  2       1.100000000       1.120669170       2.108409647    0.53152
  3      -0.100000000      -0.180053205       1.967878684   -0.09150

SE of equation          =      0.419029724
Sum of squared residuals =   35.8195256        6.49563720    
Sum of ABS residuals     =   7.97415514    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96515

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.306379163405E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.300910608852E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.15340285022E-05  0.15912219910E-06  0.14299610575E-06

X VALUES

  0.55777481199E+00  0.82299899207E+00 -0.98431886813E-01

MEAN OF DEPENDENT VARIABLE   749999.226261534

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.557774812       0.178593997    3.12314
  2       1.100000000       0.822998992       0.236117757    3.48554
  3      -0.100000000      -0.098431887       0.226556506   -0.43447

SE of equation          =      0.121451719
Sum of squared residuals =   3.00910609        2.48074836    
Sum of ABS residuals     =   5.76235512    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93099

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.620254721937E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.578918973161E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.64196779015E-06 -0.23244307211E-05 -0.10748943418E-05

X VALUES

  0.67124110831E+00  0.89413497129E+00  0.89412060732E-01

MEAN OF DEPENDENT VARIABLE   749999.397377474

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.671241108       0.080705249    8.31719
  2       1.100000000       0.894134971       0.081489449   10.97240
  3      -0.100000000       0.089412061       0.081118353    1.10224

SE of equation          =      0.059413750
Sum of squared residuals =  0.578918973       0.982228716    
Sum of ABS residuals     =   4.37421379    
R squared                =    1.00000
Durbin-Watson statistic  =    1.85298

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.373894667123E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.338753948264E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.27228435176E-06  0.72421708875E-06  0.43597478817E-06

X VALUES

  0.58909024837E+00  0.94284347728E+00 -0.19826234100E+00

MEAN OF DEPENDENT VARIABLE   749999.281807906

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.589090248       0.049885537   11.80884
  2       1.100000000       0.942843477       0.093322695   10.10305
  3      -0.100000000      -0.198262341       0.094853216   -2.09020

SE of equation          =      0.040749952
Sum of squared residuals =  0.338753948        1.19283969    
Sum of ABS residuals     =   4.07277618    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69185

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.657787211445E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 3 F=  0.582939415139E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.49989292882E-08  0.89111513573E-08  0.11982892428E-07

X VALUES

  0.63074174651E-01  0.98393417253E+00 -0.58416248098E-01

MEAN OF DEPENDENT VARIABLE   749999.304211685

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.063074175       0.124413012    0.50697
  2       1.100000000       0.983934173       0.083584620   11.77171
  3      -0.100000000      -0.058416248       0.083152804   -0.70252

SE of equation          =      0.059619700
Sum of squared residuals =  0.582939415        1.22789523    
Sum of ABS residuals     =   3.98846910    
R squared                =    1.00000
Durbin-Watson statistic  =    1.86604

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.212426785981E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 4 F=  0.186222530410E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.33292626418E-06 -0.42291862454E-05 -0.51170826729E-05

X VALUES

  0.11904944791E+00  0.10989272377E+01 -0.12575012089E+00

MEAN OF DEPENDENT VARIABLE   749999.310824722

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.119049448       0.089346652    1.33244
  2       1.100000000       1.098927238       0.069714954   15.76315
  3      -0.100000000      -0.125750121       0.070705181   -1.77851

SE of equation          =      0.034550458
Sum of squared residuals =  0.186222530        1.07377805    
Sum of ABS residuals     =   2.60208997    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72624

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.427377804579E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.341473270105E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.75549065567E-05  0.30233279672E-04  0.27773197230E-04

X VALUES

  0.42926461165E+00  0.82074585430E+00 -0.31887835888E+00

MEAN OF DEPENDENT VARIABLE   749999.272514005

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.429264612       0.035782764   11.99641
  2       1.100000000       0.820745854       0.088979879    9.22395
  3      -0.100000000      -0.318878359       0.085323005   -3.73731

SE of equation          =      0.040913183
Sum of squared residuals =  0.341473270        1.55617943    
Sum of ABS residuals     =   3.86400088    
R squared                =    1.00000
Durbin-Watson statistic  =    1.66914

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.711957584061E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      43 IER= 3 F=  0.696821350004E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.57004654762E-11 -0.51557232367E-11

X VALUES

  0.12537679161E+01 -0.32300696925E+00

MEAN OF DEPENDENT VARIABLE   749999.256645270

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.253767916       0.121476690   10.32106
  2      -0.100000000      -0.323006969       0.142014909   -2.27446

SE of equation          =      0.024509346
Sum of squared residuals =  0.696821350E-01   0.469386992    
Sum of ABS residuals     =   1.22388362    
R squared                =    1.00000
Durbin-Watson statistic  =    1.52648

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.361250414645E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.358514970968E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.93046039698E-11  0.22823824549E-10

X VALUES

  0.10440478173E+01 -0.60803954123E-01

MEAN OF DEPENDENT VARIABLE   749999.317203567

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.044047817       0.079438075   13.14291
  2      -0.100000000      -0.060803954       0.079573557   -0.76412

SE of equation          =      0.041921669
Sum of squared residuals =  0.358514971        1.50484093    
Sum of ABS residuals     =   3.90788768    
R squared                =    1.00000
Durbin-Watson statistic  =    1.67642

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4883965E-01 0.5234225E-01  1.728358      1.083667    
  1954.2 0.5792582E-01 0.5783462E-01  1.512743     0.8143333    
  1954.3 0.6269420E-01 0.5970489E-01  1.156493     0.8696667    
  1954.4 0.6573954E-01 0.5361334E-01  1.076323      1.036333    
  1955.1 0.6998282E-01 0.4710636E-01 0.4585138      1.256333    
  1955.2 0.7082848E-01 0.4380454E-01  0.000000      1.614333    
  1955.3 0.6623997E-01 0.4109694E-01 0.7314842E-01  1.861333    
  1955.4 0.6171898E-01 0.4208878E-01 0.9445486E-01  2.349333    
  1956.1 0.5780074E-01 0.4031458E-01  1.107019      2.379333    
  1956.2 0.5382640E-01 0.4190614E-01  1.699891      2.596667    
  1956.3 0.5099554E-01 0.4128671E-01  1.207972      2.596667    
  1956.4 0.5345968E-01 0.4100540E-01  1.038075      3.063667    
  1957.1 0.5099830E-01 0.3946671E-01  1.405270      3.171667    
  1957.2 0.4725061E-01 0.4062513E-01  2.211958      3.157000    
  1957.3 0.4323345E-01 0.4207225E-01  2.942113      3.382333    
  1957.4 0.4215462E-01 0.4923487E-01  2.756754      3.343333    
  1958.1 0.4218047E-01 0.6275076E-01  3.666228      1.838000    
  1958.2 0.3761513E-01 0.7359928E-01  4.615320      1.017667    
  1958.3 0.3553553E-01 0.7309055E-01  4.643097      1.710667    
  1958.4 0.4128230E-01 0.6352766E-01  4.107670      2.787667    
  1959.1 0.5090972E-01 0.5798631E-01  2.965220      2.800333    
  1959.2 0.5628054E-01 0.5104500E-01  2.384455      3.019333    
  1959.3 0.7332879E-01 0.5287044E-01  1.091402      3.533000    
  1959.4 0.8249735E-01 0.5592834E-01  0.000000      4.299333    
  1960.1 0.8906917E-01 0.5159512E-01  0.000000      3.943000    
  1960.2 0.8595530E-01 0.5225835E-01 0.9130124      3.092333    
  1960.3 0.8170381E-01 0.5549938E-01  1.579993      2.390333    
  1960.4 0.7419959E-01 0.6251647E-01  2.607976      2.360667    
  1961.1 0.7611590E-01 0.6773354E-01  2.284923      2.376667    
  1961.2 0.7455364E-01 0.6971717E-01  1.946165      2.324667    
  1961.3 0.7101581E-01 0.6749309E-01  2.710360      2.324667    
  1961.4 0.6520216E-01 0.6171891E-01  3.460788      2.475000    
  1962.1 0.6316676E-01 0.5614436E-01  3.611944      2.739000    
  1962.2 0.6493167E-01 0.5482584E-01  3.495269      2.716000    
  1962.3 0.6495429E-01 0.5539051E-01  4.511954      2.858000    
  1962.4 0.6573823E-01 0.5505923E-01  3.249054      2.803333    
  1963.1 0.6437411E-01 0.5779253E-01  2.933805      2.909000    
  1963.2 0.6353106E-01 0.5680856E-01  3.494139      2.941333    
  1963.3 0.5837951E-01 0.5493742E-01  4.318844      3.280667    
  1963.4 0.5170725E-01 0.5572673E-01  4.971058      3.499333    
  1964.1 0.5098417E-01 0.5457706E-01  4.088502      3.538000    
  1964.2 0.5198621E-01 0.5220257E-01  2.607344      3.481333    
  1964.3 0.5575626E-01 0.4989598E-01  1.993745      3.504000    
  1964.4 0.6181651E-01 0.4953597E-01  1.155244      3.685000    
  1965.1 0.6672377E-01 0.4871666E-01  1.911524      3.899667    
  1965.2 0.6721686E-01 0.4655354E-01  2.243940      3.879000    
  1965.3 0.6625730E-01 0.4351989E-01  1.954276      3.859667    
  1965.4 0.6911141E-01 0.4102298E-01  1.805487      4.158667    
  1966.1 0.6924484E-01 0.3848268E-01  1.477059      4.630667    
  1966.2 0.6820925E-01 0.3807639E-01 0.9352601      4.597333    
  1966.3 0.6918318E-01 0.3750700E-01  1.182663      5.047667    
  1966.4 0.6771346E-01 0.3683286E-01  1.811737      5.246000    
  1967.1 0.6592827E-01 0.3809930E-01  2.255404      4.533667    
  1967.2 0.6631929E-01 0.3806934E-01  1.819456      3.657333    
  1967.3 0.6846696E-01 0.3784696E-01  1.393574      4.344667    
  1967.4 0.6784340E-01 0.3915978E-01  1.796030      4.787333    
  1968.1 0.6680125E-01 0.3728355E-01  2.374232      5.064667    
  1968.2 0.6282934E-01 0.3537721E-01  2.621333      5.510000    
  1968.3 0.6178080E-01 0.3510557E-01  2.580198      5.226333    
  1968.4 0.6053557E-01 0.3392130E-01  2.408731      5.580667    
  1969.1 0.5645913E-01 0.3376971E-01  2.732008      6.137667    
  1969.2 0.5286398E-01 0.3424592E-01  2.831516      6.240000    
  1969.3 0.5247368E-01 0.3590757E-01  3.747026      7.046667    
  1969.4 0.5144305E-01 0.3581941E-01  5.413855      7.317667    
  1970.1 0.5087264E-01 0.4159508E-01  5.657039      7.262667    
  1970.2 0.5391250E-01 0.4746577E-01  5.313598      6.752333    
  1970.3 0.5758641E-01 0.5169088E-01  5.128297      6.374667    
  1970.4 0.6084193E-01 0.5802797E-01  5.105572      5.358333    
  1971.1 0.6649970E-01 0.5914467E-01  4.394867      3.863333    
  1971.2 0.6913243E-01 0.5907857E-01  4.106638      4.206000    
  1971.3 0.6904485E-01 0.5983336E-01  4.175814      5.050333    
  1971.4 0.7007311E-01 0.5954344E-01  3.962184      4.234333    
  1972.1 0.7072846E-01 0.5768041E-01  3.415385      3.435333    
  1972.2 0.7210870E-01 0.5658509E-01  3.547811      3.748333    
  1972.3 0.6894871E-01 0.5584112E-01  3.931201      4.241333    
  1972.4 0.6358620E-01 0.5304486E-01  4.407573      4.851333    
  1973.1 0.6142328E-01 0.4950510E-01  4.822704      5.639667    
  1973.2 0.5850257E-01 0.4889844E-01  5.187026      6.608333    
  1973.3 0.5680389E-01 0.4793204E-01  6.000304      8.388333    
  1973.4 0.5305597E-01 0.4769321E-01  7.064523      7.461667    
  1974.1 0.4870518E-01 0.5085049E-01  8.179138      7.600333    
  1974.2 0.4626268E-01 0.5161500E-01  8.662640      8.268000    
  1974.3 0.4120577E-01 0.5583721E-01  10.28992      8.286333    
  1974.4 0.3990518E-01 0.6556479E-01  10.36464      7.336000    
  1975.1 0.3977115E-01 0.8217515E-01  9.728217      5.873333    
  1975.2 0.4477400E-01 0.8828988E-01  9.195119      5.400667    
  1975.3 0.4851511E-01 0.8467753E-01  8.934812      6.336667    
  1975.4 0.5013050E-01 0.8259670E-01  8.417594      5.684333    
  1976.1 0.5412580E-01 0.7723461E-01  8.031095      4.953333    
  1976.2 0.5896625E-01 0.7526804E-01  7.503840      5.168667    
  1976.3 0.6222095E-01 0.7700112E-01  7.541776      5.168667    
  1976.4 0.6145444E-01 0.7733424E-01  7.886636      4.698000    
  1977.1 0.6049498E-01 0.7493048E-01  9.046397      4.624000    
  1977.2 0.6033011E-01 0.7104693E-01  9.412984      4.828667    
  1977.3 0.5813460E-01 0.6864221E-01  9.152333      5.472000    
  1977.4 0.5720427E-01 0.6612385E-01  9.238793      6.137000    
  1978.1 0.5883549E-01 0.6326666E-01  9.157947      6.408000    
  1978.2 0.5969318E-01 0.5999476E-01  8.634098      6.481000    
  1978.3 0.6088401E-01 0.6021465E-01  8.100505      7.315333    
  1978.4 0.5938593E-01 0.5883992E-01  8.075435      8.680333    
  1979.1 0.6307963E-01 0.5877879E-01  8.176702      9.357667    
  1979.2 0.6757922E-01 0.5714052E-01  7.450015      9.372333    
  1979.3 0.6851516E-01 0.5868435E-01  6.962755      9.631333    
  1979.4 0.7122131E-01 0.5940129E-01  6.651326      11.80367    
  1980.1 0.6693513E-01 0.6296949E-01  4.737910      13.45867    
  1980.2 0.6602915E-01 0.7323656E-01  5.120103      10.04933    
  1980.3 0.6966685E-01 0.7680771E-01  9.896861      9.235333    
  1980.4 0.7309463E-01 0.7398623E-01  15.76914      13.70967    
  1981.1 0.7764825E-01 0.7426606E-01  15.41091      14.36900    
  1981.2 0.8617072E-01 0.7398937E-01  12.79484      14.82900    
  1981.3 0.9100970E-01 0.7417361E-01  11.88635      15.08733    
  1981.4 0.9366407E-01 0.8241053E-01  13.10353      12.02267    
  1982.1 0.9437212E-01 0.8843563E-01  17.34378      12.89500    
  1982.2 0.9440283E-01 0.9425762E-01  14.58918      12.35900    
  1982.3 0.9313839E-01 0.9942961E-01  10.09857      9.705333    
  1982.4 0.8862921E-01 0.1067659      9.495940      7.935000    
  1983.1 0.7936181E-01 0.1039701      10.66778      8.081333    
  1983.2 0.7207871E-01 0.1010214      11.34879      8.420667    
  1983.3 0.6543108E-01 0.9360138E-01  11.20582      9.186667    
  1983.4 0.6129786E-01 0.8541760E-01  10.80471      8.793333    
  1984.1 0.6168365E-01 0.7871758E-01  10.86372      9.133333    
  1984.2 0.6257941E-01 0.7478733E-01  11.03275      9.843333    
  1984.3 0.6049409E-01 0.7451999E-01  12.08171      10.34333    
  1984.4 0.5798807E-01 0.7283015E-01  10.55191      8.973333    
  1985.1 0.5720806E-01 0.7279936E-01  9.834846      8.183333    
  1985.2 0.5520587E-01 0.7288834E-01  9.849399      7.523333    
  1985.3 0.5236838E-01 0.7210537E-01  10.34054      7.103333    
  1985.4 0.4889050E-01 0.7054201E-01  10.88781      7.146667    
  1986.1 0.4475669E-01 0.7015712E-01  10.86650      6.886667    
  1986.2 0.4371023E-01 0.7180384E-01  10.40193      6.130000    
  1986.3 0.3989601E-01 0.6991001E-01  10.17663      5.533333    
  1986.4 0.3781176E-01 0.6835172E-01  10.12709      5.340000    
  1987.1 0.3954189E-01 0.6620689E-01  10.29950      5.533333    
  1987.2 0.4037883E-01 0.6280795E-01  9.652215      5.733333    
  1987.3 0.4089059E-01 0.6014193E-01  9.547847      6.033333    
  1987.4 0.3862017E-01 0.5868976E-01  9.808067      6.003333    
  1988.1 0.3811596E-01 0.5727587E-01  9.887585      5.760000    
  1988.2 0.3695407E-01 0.5487146E-01  9.428421      6.230000    
  1988.3 0.3558359E-01 0.5492451E-01  9.523284      6.993333    
  1988.4 0.3041291E-01 0.5350265E-01  9.955174      7.703333    
  1989.1 0.2419746E-01 0.5215423E-01  10.80875      8.533333    
  1989.2 0.2028199E-01 0.5244464E-01  11.18881      8.440000    
  1989.3 0.1877720E-01 0.5277223E-01  11.25934      7.850000    
  1989.4 0.1958055E-01 0.5373561E-01  11.29323      7.633333    
  1990.1 0.2017134E-01 0.5300361E-01  11.02285      7.756667    
  1990.2 0.2137489E-01 0.5337414E-01  10.87663      7.766667    
  1990.3 0.2367484E-01 0.5687498E-01  11.15748      7.493333    
  1990.4 0.2923759E-01 0.6113686E-01  11.54513      7.023333    
  1991.1 0.3358635E-01 0.6574073E-01  10.41535      6.053333    
  1991.2 0.3477084E-01 0.6823443E-01  10.01818      5.593333    
  1991.3 0.3806494E-01 0.6853392E-01  9.935840      5.406667    
  1991.4 0.4877635E-01 0.7096660E-01  6.703642      4.583333    
  1992.1 0.5538840E-01 0.7379080E-01  5.260590      3.910000    
  1992.2 0.5898571E-01 0.7594573E-01  5.253304      3.723333    
  1992.3 0.6288016E-01 0.7626478E-01  5.978887      3.130000    
  1992.4 0.6313589E-01 0.7406133E-01  7.025308      3.076667    
  1993.1 0.6203834E-01 0.7149713E-01  7.707459      2.993333    
  1993.2 0.6272637E-01 0.7068857E-01  7.032910      2.983333    
  1993.3 0.6355820E-01 0.6799552E-01  6.226622      3.020000    
  1993.4 0.6509295E-01 0.6619143E-01  6.184222      3.080000    
  1994.1 0.6694901E-01 0.6555817E-01  6.242198      3.250000    
  1994.2 0.7269232E-01 0.6165512E-01  3.603311      4.036667    
  1994.3 0.6547855E-01 0.6001291E-01  2.354070      4.510000    
  1994.4 0.5471250E-01 0.5619378E-01  4.821303      5.283333    
  1995.1 0.4454896E-01 0.5477964E-01  6.538171      5.780000    
  1995.2 0.3630955E-01 0.5674622E-01  7.354213      5.623333    
  1995.3 0.3409638E-01 0.5658385E-01  7.516600      5.380000    
  1995.4 0.3023221E-01 0.5572015E-01  8.171467      5.270000    
  1996.1 0.3527254E-01 0.5545427E-01  7.848606      4.950000    
  1996.2 0.4246290E-01 0.5470120E-01  6.669515      5.040000    
  1996.3 0.4927671E-01 0.5259294E-01  5.816557      5.136667    
  1996.4 0.5268282E-01 0.5310254E-01  5.641843      4.970000    
  1997.1 0.5707058E-01 0.5223738E-01  5.665011      5.063333    
  1997.2 0.6311801E-01 0.4974959E-01  3.141500      5.073333    
  1997.3 0.5424171E-01 0.4858023E-01  2.426290      5.056667    
  1997.4 0.4337671E-01 0.4680572E-01  4.988758      5.086667    
  1998.1 0.3526378E-01 0.4637954E-01  6.388213      5.053333    
  1998.2 0.3216620E-01 0.4414228E-01  6.048958      4.976667    
  1998.3 0.3162912E-01 0.4528502E-01  5.145696      4.823333    
  1998.4 0.3171363E-01 0.4429607E-01  4.853953      4.253333    
  1999.1 0.3002036E-01 0.4284456E-01  5.476613      4.406667    
  1999.2 0.2841018E-01 0.4248440E-01  6.402159      4.453333    
  1999.3 0.2553693E-01 0.4243400E-01  7.362406      4.650000    
  1999.4 0.2521467E-01 0.4077788E-01  8.232780      5.043333    
  2000.1 0.2036921E-01 0.4048765E-01  9.351421      5.520000    
  2000.2 0.2384677E-01 0.3947782E-01  9.604013      5.713333    
  2000.3 0.3324310E-01 0.4030117E-01  8.733256      6.016667    
  2000.4 0.3550819E-01 0.3918419E-01  8.772756      6.016667    
  2001.1 0.4292910E-01 0.4230321E-01  8.870098      4.816667    
  2001.2 0.5098142E-01 0.4411448E-01  8.540870      3.660000    
  2001.3 0.5307422E-01 0.4819249E-01  8.809685      3.170000    
  2001.4 0.5901131E-01 0.5537421E-01  7.676411      1.906667    
  2002.1 0.5963748E-01 0.5705425E-01  7.291733      1.820000    
  2002.2 0.5969329E-01 0.5845793E-01  7.453180      1.716667    
  2002.3 0.6081499E-01 0.5732000E-01  7.349086      1.643333    
  2002.4 0.5670202E-01 0.5851777E-01  8.046470      1.333333    
  2003.1 0.6053454E-01 0.5873963E-01  7.653839      1.156667    
  2003.2 0.6927579E-01 0.6152488E-01  4.233955      1.043333    
  2003.3 0.6327465E-01 0.6107130E-01  2.980638     0.9300000    
  2003.4 0.5306644E-01 0.5820932E-01  5.428395     0.9166667    
  2004.1 0.4011973E-01 0.5687648E-01  7.163645     0.9166667    
  2004.2 0.3199120E-01 0.5595400E-01  6.825008      1.076667    
  2004.3 0.2597027E-01 0.5440757E-01  6.943364      1.486667    
  2004.4 0.2217916E-01 0.5396538E-01  7.514667      2.006667    
  2005.1 0.2298747E-01 0.5292068E-01  8.208672      2.536667    
  2005.2 0.2249400E-01 0.5115378E-01  8.458713      2.863333    
  2005.3 0.2604736E-01 0.4975337E-01  8.455544      3.360000    
  2005.4 0.2517140E-01 0.4964352E-01  7.206197      3.826667    
  2006.1 0.2772407E-01 0.4731667E-01  6.668275      4.393333    
  2006.2 0.2943536E-01 0.4666969E-01  6.896558      4.703333    
  2006.3 0.3331291E-01 0.4655398E-01  6.869805      4.906667    
  2006.4 0.3761122E-01 0.4466963E-01  6.319095      4.903333    
  2007.1 0.3940805E-01 0.4536088E-01  5.608074      4.983333    
  2007.2 0.3886366E-01 0.4507805E-01  5.727681      4.736667    
  2007.3 0.3728812E-01 0.4670151E-01  6.034755      4.303333    
  2007.4 0.3817022E-01 0.4813029E-01  5.628595      3.390000    
  2008.1 0.3958548E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.3852012E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.3900632E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.4165063E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.4641375E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.5045841E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.5615880E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.5956294E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.6074053E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.5953738E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.6139289E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.6382800E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.6426703E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.6774243E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.7055321E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.7293473E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8127356E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8368264E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8314533E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8182520E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.8376947E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.8745763E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9408833E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9900345E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1069125     0.7353172E-01  0.000000     0.2222305    
  2014.2 0.1032098     0.7371212E-01 0.1544471     0.2267692    
  2014.3 0.9215071E-01 0.7344075E-01  1.151286     0.2727381    
  2014.4 0.8638455E-01 0.7270034E-01 0.7713154     0.3896289    
  2015.1 0.8167454E-01 0.7163268E-01  1.222082     0.5446822    
  2015.2 0.8289878E-01 0.7041296E-01  2.024933     0.7056998    
  2015.3 0.8689367E-01 0.6919799E-01  2.541857     0.8622789    
  2015.4 0.8828778E-01 0.6810526E-01  1.315510      1.011500    
  2016.1 0.9179317E-01 0.6720077E-01 0.3119012      1.148466    
  2016.2 0.8996554E-01 0.6650839E-01  1.017415      1.268463    
  2016.3 0.8925700E-01 0.6602361E-01  1.779018      1.370028    
  2016.4 0.8658392E-01 0.6572500E-01  2.355173      1.454232    
  2017.1 0.8698136E-01 0.6557762E-01  1.499916      1.523254    
  2017.2 0.8621084E-01 0.6554472E-01 0.9004754      1.579320    
  2017.3 0.8313296E-01 0.6559437E-01  1.122425      1.624370    
  2017.4 0.8262934E-01 0.6569973E-01 0.8593618      1.660170    
  2018.1 0.7968411E-01 0.6583532E-01 0.4873314      1.688692    
  2018.2 0.7548055E-01 0.6598118E-01 0.9013114      1.711782    
  2018.3 0.7161738E-01 0.6612472E-01  1.552393      1.730742    
  2018.4 0.6910908E-01 0.6625905E-01  1.848907      1.746369    
  2019.1 0.6503954E-01 0.6637441E-01  2.358510      1.759767    
  2019.2 0.5903823E-01 0.6646188E-01  3.105226      1.772234    
  2019.3 0.5818244E-01 0.6651811E-01  3.739303      1.784603    
  2019.4 0.5478005E-01 0.6654506E-01  2.882434      1.797049    
  2020.1 0.5703134E-01 0.6654177E-01  3.612990      1.809908    
  2020.2 0.5954498E-01 0.6650849E-01  3.827787      1.823601    
  2020.3 0.6245499E-01 0.6644969E-01  2.760208      1.838160    
  2020.4 0.6999695E-01 0.6637212E-01  2.030124      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.300040798331E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     137 IER= 4 F=  0.281097627447E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.35729448580E-07  0.11785123504E-07  0.47610248114E-08

X VALUES

  0.51627348034E+00  0.95353142326E+00 -0.15539835288E-01

MEAN OF DEPENDENT VARIABLE   749999.224129905

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.516273480       0.023639562   21.83938
  2       1.100000000       0.953531423       0.075478960   12.63308
  3      -0.100000000      -0.015539835       0.072131974   -0.21544

SE of equation          =      0.011738524
Sum of squared residuals =  0.281097627E-01   0.520937335E-01
Sum of ABS residuals     =  0.829214557    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99954

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.241447032836E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     137 IER= 4 F=  0.143601854929E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.53003320142E-07 -0.97009154125E-06 -0.99912149197E-06

X VALUES

  0.67684809692E+00  0.84022621895E+00  0.99253380026E-01

MEAN OF DEPENDENT VARIABLE   749999.225612964

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.676848097       0.018767807   36.06432
  2       1.100000000       0.840226219       0.069270270   12.12968
  3      -0.100000000       0.099253380       0.065420096    1.51717

SE of equation          =      0.008390058
Sum of squared residuals =  0.143601855E-01  -0.153022335    
Sum of ABS residuals     =  0.711306030    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96207

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.398539322799E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.350775037978E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.75980507922E-09  0.88367681279E-08  0.40969448542E-08

X VALUES

  0.51872406211E+00  0.10630440564E+01 -0.15921386588E+00

MEAN OF DEPENDENT VARIABLE   749999.247752008

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.518724062       0.030515381   16.99877
  2       1.100000000       1.063044056       0.070500868   15.07845
  3      -0.100000000      -0.159213866       0.067135351   -2.37154

SE of equation          =      0.013516484
Sum of squared residuals =  0.350775038E-01  -0.463141812E-02
Sum of ABS residuals     =  0.956645094    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69201

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.549140579922E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.474155154607E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.30259060132E-06  0.10723236591E-04  0.10403468164E-04

X VALUES

  0.56956077680E+00  0.11126154835E+01 -0.15163348296E+00

MEAN OF DEPENDENT VARIABLE   749999.254874146

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.569560777       0.022097639   25.77473
  2       1.100000000       1.112615484       0.070438956   15.79546
  3      -0.100000000      -0.151633483       0.067840866   -2.23513

SE of equation          =      0.015245622
Sum of squared residuals =  0.474155155E-01  -0.372648070E-01
Sum of ABS residuals     =   1.29795487    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93511

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.489649793432E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.489499315538E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.38804955885E-06 -0.12457252862E-04 -0.13020402713E-04

X VALUES

  0.55233957534E+00  0.11575577005E+01 -0.19748925397E+00

MEAN OF DEPENDENT VARIABLE   749999.279478486

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.552339575       0.342094333    1.61458
  2       1.100000000       1.157557701       2.645465324    0.43756
  3      -0.100000000      -0.197489254       2.516508555   -0.07848

SE of equation          =      0.489847573
Sum of squared residuals =   48.9499316        7.59770038    
Sum of ABS residuals     =   9.02439196    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96483

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.122778056787E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 3 F=  0.122474058972E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.41995424750E-09 -0.20315218190E-08  0.00000000000E+00

X VALUES

  0.67678109221E+00  0.81756131256E+00  0.75190165074E-02

MEAN OF DEPENDENT VARIABLE   749999.229113242

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.676781092       0.458229461    1.47695
  2       1.100000000       0.817561313       0.604577032    1.35229
  3      -0.100000000       0.007519017       0.571206049    0.01316

SE of equation          =      0.245023067
Sum of squared residuals =   12.2474059        4.88213371    
Sum of ABS residuals     =   7.18801790    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95108

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.678535398328E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.578973258197E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.22322901558E-07 -0.48790425013E-05 -0.57601094459E-05

X VALUES

  0.97159223220E+00  0.11461076881E+01 -0.15693404244E+00

MEAN OF DEPENDENT VARIABLE   749999.405417669

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.971592232       0.091699013   10.59545
  2       1.100000000       1.146107688       0.082501333   13.89199
  3      -0.100000000      -0.156934042       0.082306915   -1.90669

SE of equation          =      0.059416536
Sum of squared residuals =  0.578973258        1.24331025    
Sum of ABS residuals     =   4.39169921    
R squared                =    1.00000
Durbin-Watson statistic  =    1.87440

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.446641541027E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.390146906553E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.53338511107E-07 -0.25100334827E-06 -0.17258279111E-06

X VALUES

  0.50548406802E+00  0.95557225787E+00 -0.35222382885E+00

MEAN OF DEPENDENT VARIABLE   749999.281284681

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.505484068       0.040386798   12.51607
  2       1.100000000       0.955572258       0.101923445    9.37539
  3      -0.100000000      -0.352223829       0.102117827   -3.44919

SE of equation          =      0.043731966
Sum of squared residuals =  0.390146907        1.92773418    
Sum of ABS residuals     =   3.84697249    
R squared                =    1.00000
Durbin-Watson statistic  =    1.66288

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.359155116292E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.292536666068E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.50207434122E-07 -0.11775813335E-06 -0.12662093596E-06

X VALUES

  0.80193987533E+00  0.80002190520E+00  0.91167466114E-02

MEAN OF DEPENDENT VARIABLE   749999.251865176

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.801939875       0.097130401    8.25632
  2       1.100000000       0.800021905       0.085784857    9.32591
  3      -0.100000000       0.009116747       0.084555826    0.10782

SE of equation          =      0.042234585
Sum of squared residuals =  0.292536666       0.289349648    
Sum of ABS residuals     =   3.01073730    
R squared                =    1.00000
Durbin-Watson statistic  =    2.06012

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.373450857974E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.332757290670E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.51555985472E-07 -0.27234006189E-06 -0.16597991267E-06

X VALUES

  0.31469717442E+00  0.94558635150E+00 -0.19027257589E+00

MEAN OF DEPENDENT VARIABLE   749999.262701021

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.314697174       0.102116664    3.08174
  2       1.100000000       0.945586352       0.104955475    9.00940
  3      -0.100000000      -0.190272576       0.105359406   -1.80594

SE of equation          =      0.046185058
Sum of squared residuals =  0.332757291        1.51579887    
Sum of ABS residuals     =   2.66535247    
R squared                =    1.00000
Durbin-Watson statistic  =    1.73792

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.526378977814E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      91 IER= 4 F=  0.425300100368E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.38059192444E-05  0.10193596743E-04  0.82220960187E-05

X VALUES

  0.60642950933E+00  0.75919262273E+00 -0.29502383357E+00

MEAN OF DEPENDENT VARIABLE   749999.282399536

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.606429509       0.038264852   15.84821
  2       1.100000000       0.759192623       0.093730824    8.09971
  3      -0.100000000      -0.295023834       0.092402749   -3.19280

SE of equation          =      0.045659658
Sum of squared residuals =  0.425300100        1.71901182    
Sum of ABS residuals     =   4.42631294    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68011

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.105173776762E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.105155187667E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.15326973438E-10  0.17779746527E-10

X VALUES

  0.11001201414E+01 -0.10537278196E+00

MEAN OF DEPENDENT VARIABLE   749999.272376646

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.100120141       0.132994967    8.27189
  2      -0.100000000      -0.105372782       0.137291920   -0.76751

SE of equation          =      0.030108308
Sum of squared residuals =  0.105155188       0.995354348    
Sum of ABS residuals     =   1.49083078    
R squared                =    1.00000
Durbin-Watson statistic  =    1.39448

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.243275824294E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      41 IER= 3 F=  0.239712508187E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.28596885538E-10 -0.30755919307E-10

X VALUES

  0.11744022422E+01 -0.20305049091E+00

MEAN OF DEPENDENT VARIABLE   749999.230845417

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.174402242       0.096194026   12.20868
  2      -0.100000000      -0.203050491       0.095660117   -2.12262

SE of equation          =      0.034279167
Sum of squared residuals =  0.239712508       0.876170461    
Sum of ABS residuals     =   3.32144131    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68199

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4976070E-01 0.5234225E-01 0.8530523      1.083667    
  1954.2 0.5559686E-01 0.5783462E-01  1.086558     0.8143333    
  1954.3 0.5874814E-01 0.5970489E-01  1.567479     0.8696667    
  1954.4 0.5684858E-01 0.5361334E-01  2.457953      1.036333    
  1955.1 0.6111495E-01 0.4710636E-01  2.083030      1.256333    
  1955.2 0.6272182E-01 0.4380454E-01  2.012973      1.614333    
  1955.3 0.6263364E-01 0.4109694E-01  2.170496      1.861333    
  1955.4 0.5973884E-01 0.4208878E-01  3.022305      2.349333    
  1956.1 0.6951248E-01 0.4031458E-01  2.406072      2.379333    
  1956.2 0.7000067E-01 0.4190614E-01  1.969787      2.596667    
  1956.3 0.6169417E-01 0.4128671E-01  2.670288      2.596667    
  1956.4 0.5650868E-01 0.4100540E-01  2.401305      3.063667    
  1957.1 0.5211534E-01 0.3946671E-01  2.263274      3.171667    
  1957.2 0.4882952E-01 0.4062513E-01  2.476448      3.157000    
  1957.3 0.4475272E-01 0.4207225E-01  2.866934      3.382333    
  1957.4 0.4180393E-01 0.4923487E-01  2.692642      3.343333    
  1958.1 0.4015905E-01 0.6275076E-01  3.244077      1.838000    
  1958.2 0.4744448E-01 0.7359928E-01  1.376987      1.017667    
  1958.3 0.4309756E-01 0.7309055E-01 0.4882512      1.710667    
  1958.4 0.3421845E-01 0.6352766E-01  3.100110      2.787667    
  1959.1 0.2726226E-01 0.5798631E-01  5.033527      2.800333    
  1959.2 0.2314553E-01 0.5104500E-01  5.030125      3.019333    
  1959.3 0.3586893E-01 0.5287044E-01  3.907757      3.533000    
  1959.4 0.3851855E-01 0.5592834E-01  3.975715      4.299333    
  1960.1 0.3793060E-01 0.5159512E-01  4.331794      3.943000    
  1960.2 0.3221173E-01 0.5225835E-01  5.221767      3.092333    
  1960.3 0.2529536E-01 0.5549938E-01  6.202332      2.390333    
  1960.4 0.2263711E-01 0.6251647E-01  6.731331      2.360667    
  1961.1 0.2014951E-01 0.6773354E-01  7.334814      2.376667    
  1961.2 0.2392105E-01 0.6971717E-01  6.726185      2.324667    
  1961.3 0.2715705E-01 0.6749309E-01  6.096516      2.324667    
  1961.4 0.2479183E-01 0.6171891E-01  6.576782      2.475000    
  1962.1 0.2417356E-01 0.5614436E-01  7.051278      2.739000    
  1962.2 0.3334951E-01 0.5482584E-01  6.011712      2.716000    
  1962.3 0.3992447E-01 0.5539051E-01  4.339602      2.858000    
  1962.4 0.4857678E-01 0.5505923E-01  3.339150      2.803333    
  1963.1 0.5688992E-01 0.5779253E-01  2.836375      2.909000    
  1963.2 0.6056810E-01 0.5680856E-01  2.777266      2.941333    
  1963.3 0.5885845E-01 0.5493742E-01  3.046206      3.280667    
  1963.4 0.5822679E-01 0.5572673E-01  2.791103      3.499333    
  1964.1 0.5610303E-01 0.5457706E-01  2.182998      3.538000    
  1964.2 0.5397027E-01 0.5220257E-01  2.439937      3.481333    
  1964.3 0.4825779E-01 0.4989598E-01  3.175224      3.504000    
  1964.4 0.4264856E-01 0.4953597E-01  3.838906      3.685000    
  1965.1 0.3867403E-01 0.4871666E-01  4.467815      3.899667    
  1965.2 0.4204490E-01 0.4655354E-01  3.922537      3.879000    
  1965.3 0.4071404E-01 0.4351989E-01  3.195850      3.859667    
  1965.4 0.4108627E-01 0.4102298E-01  3.349351      4.158667    
  1966.1 0.3915083E-01 0.3848268E-01  3.976294      4.630667    
  1966.2 0.3630262E-01 0.3807639E-01  4.598078      4.597333    
  1966.3 0.3159061E-01 0.3750700E-01  5.195455      5.047667    
  1966.4 0.3114375E-01 0.3683286E-01  5.586407      5.246000    
  1967.1 0.2372363E-01 0.3809930E-01  5.857567      4.533667    
  1967.2 0.2065245E-01 0.3806934E-01  5.938668      3.657333    
  1967.3 0.2421500E-01 0.3784696E-01  6.179361      4.344667    
  1967.4 0.2428589E-01 0.3915978E-01  6.780065      4.787333    
  1968.1 0.2807411E-01 0.3728355E-01  6.681169      5.064667    
  1968.2 0.3452923E-01 0.3537721E-01  5.700897      5.510000    
  1968.3 0.3856003E-01 0.3510557E-01  4.971404      5.226333    
  1968.4 0.4583805E-01 0.3392130E-01  4.280999      5.580667    
  1969.1 0.4961523E-01 0.3376971E-01  4.336341      6.137667    
  1969.2 0.5453115E-01 0.3424592E-01  4.191820      6.240000    
  1969.3 0.5343400E-01 0.3590757E-01  5.058799      7.046667    
  1969.4 0.5601740E-01 0.3581941E-01  4.836466      7.317667    
  1970.1 0.5890165E-01 0.4159508E-01  4.157531      7.262667    
  1970.2 0.6370078E-01 0.4746577E-01  3.615885      6.752333    
  1970.3 0.6901464E-01 0.5169088E-01  2.660795      6.374667    
  1970.4 0.6846809E-01 0.5802797E-01  2.644538      5.358333    
  1971.1 0.6717721E-01 0.5914467E-01  3.283499      3.863333    
  1971.2 0.6447402E-01 0.5907857E-01  4.016129      4.206000    
  1971.3 0.5765669E-01 0.5983336E-01  4.653852      5.050333    
  1971.4 0.4810887E-01 0.5954344E-01  5.716105      4.234333    
  1972.1 0.4445059E-01 0.5768041E-01  5.968299      3.435333    
  1972.2 0.4090172E-01 0.5658509E-01  6.309317      3.748333    
  1972.3 0.3811322E-01 0.5584112E-01  6.853750      4.241333    
  1972.4 0.3818500E-01 0.5304486E-01  6.842131      4.851333    
  1973.1 0.3938747E-01 0.4950510E-01  7.549467      5.639667    
  1973.2 0.4253553E-01 0.4889844E-01  7.983787      6.608333    
  1973.3 0.4592212E-01 0.4793204E-01  7.949384      8.388333    
  1973.4 0.4936529E-01 0.4769321E-01  7.993127      7.461667    
  1974.1 0.5423405E-01 0.5085049E-01  7.305453      7.600333    
  1974.2 0.5831893E-01 0.5161500E-01  6.783099      8.268000    
  1974.3 0.6645388E-01 0.5583721E-01  6.658007      8.286333    
  1974.4 0.7045528E-01 0.6556479E-01  6.664788      7.336000    
  1975.1 0.6818794E-01 0.8217515E-01  6.966695      5.873333    
  1975.2 0.6913600E-01 0.8828988E-01  6.904265      5.400667    
  1975.3 0.6963354E-01 0.8467753E-01  7.323398      6.336667    
  1975.4 0.6886155E-01 0.8259670E-01  7.710547      5.684333    
  1976.1 0.6893559E-01 0.7723461E-01  7.940989      4.953333    
  1976.2 0.7270184E-01 0.7526804E-01  7.891205      5.168667    
  1976.3 0.7376816E-01 0.7700112E-01  8.851438      5.168667    
  1976.4 0.7398126E-01 0.7733424E-01  7.372293      4.698000    
  1977.1 0.7503303E-01 0.7493048E-01  6.770843      4.624000    
  1977.2 0.7395952E-01 0.7104693E-01  7.177047      4.828667    
  1977.3 0.6937197E-01 0.6864221E-01  7.674510      5.472000    
  1977.4 0.6499568E-01 0.6612385E-01  8.205124      6.137000    
  1978.1 0.5858674E-01 0.6326666E-01  8.050773      6.408000    
  1978.2 0.5280513E-01 0.5999476E-01  8.476031      6.481000    
  1978.3 0.5176975E-01 0.6021465E-01  8.439223      7.315333    
  1978.4 0.5117263E-01 0.5883992E-01  8.008916      8.680333    
  1979.1 0.5397163E-01 0.5877879E-01  8.223301      9.357667    
  1979.2 0.5194538E-01 0.5714052E-01  9.288838      9.372333    
  1979.3 0.5071632E-01 0.5868435E-01  10.27556      9.631333    
  1979.4 0.5056160E-01 0.5940129E-01  13.40780      11.80367    
  1980.1 0.5265171E-01 0.6296949E-01  13.04467      13.45867    
  1980.2 0.5719363E-01 0.7323656E-01  11.10299      10.04933    
  1980.3 0.6496929E-01 0.7680771E-01  11.61314      9.235333    
  1980.4 0.7132561E-01 0.7398623E-01  14.16578      13.70967    
  1981.1 0.7594400E-01 0.7426606E-01  11.65053      14.36900    
  1981.2 0.8354545E-01 0.7398937E-01  11.62040      14.82900    
  1981.3 0.8784583E-01 0.7417361E-01  10.97906      15.08733    
  1981.4 0.8969293E-01 0.8241053E-01  9.669716      12.02267    
  1982.1 0.8878768E-01 0.8843563E-01  12.93879      12.89500    
  1982.2 0.9248436E-01 0.9425762E-01  12.47122      12.35900    
  1982.3 0.9363240E-01 0.9942961E-01  8.151705      9.705333    
  1982.4 0.9353952E-01 0.1067659      6.392218      7.935000    
  1983.1 0.9063965E-01 0.1039701      6.852466      8.081333    
  1983.2 0.8569964E-01 0.1010214      7.558334      8.420667    
  1983.3 0.7723810E-01 0.9360138E-01  7.782601      9.186667    
  1983.4 0.7285104E-01 0.8541760E-01  7.205333      8.793333    
  1984.1 0.6825539E-01 0.7871758E-01  7.489583      9.133333    
  1984.2 0.6244682E-01 0.7478733E-01  8.237769      9.843333    
  1984.3 0.5587695E-01 0.7451999E-01  8.921007      10.34333    
  1984.4 0.4908532E-01 0.7283015E-01  9.198783      8.973333    
  1985.1 0.4402450E-01 0.7279936E-01  9.333705      8.183333    
  1985.2 0.4208857E-01 0.7288834E-01  9.498118      7.523333    
  1985.3 0.3593030E-01 0.7210537E-01  9.613485      7.103333    
  1985.4 0.3211965E-01 0.7054201E-01  9.710257      7.146667    
  1986.1 0.3389386E-01 0.7015712E-01  9.462110      6.886667    
  1986.2 0.3123196E-01 0.7180384E-01  9.350439      6.130000    
  1986.3 0.2819658E-01 0.6991001E-01  10.26462      5.533333    
  1986.4 0.2370297E-01 0.6835172E-01  11.24533      5.340000    
  1987.1 0.2096356E-01 0.6620689E-01  11.46064      5.533333    
  1987.2 0.1793855E-01 0.6280795E-01  11.34690      5.733333    
  1987.3 0.1390234E-01 0.6014193E-01  11.73093      6.033333    
  1987.4 0.1432754E-01 0.5868976E-01  11.66605      6.003333    
  1988.1 0.1163463E-01 0.5727587E-01  11.48111      5.760000    
  1988.2 0.9964818E-02 0.5487146E-01  11.68504      6.230000    
  1988.3 0.1226941E-01 0.5492451E-01  11.72524      6.993333    
  1988.4 0.1753537E-01 0.5350265E-01  10.95159      7.703333    
  1989.1 0.2007780E-01 0.5215423E-01  10.19487      8.533333    
  1989.2 0.2363832E-01 0.5244464E-01  9.482620      8.440000    
  1989.3 0.3015306E-01 0.5277223E-01  9.107150      7.850000    
  1989.4 0.3194925E-01 0.5373561E-01  8.958641      7.633333    
  1990.1 0.3352830E-01 0.5300361E-01  8.647789      7.756667    
  1990.2 0.3441809E-01 0.5337414E-01  8.053796      7.766667    
  1990.3 0.3961062E-01 0.5687498E-01  7.347636      7.493333    
  1990.4 0.4534841E-01 0.6113686E-01  6.796066      7.023333    
  1991.1 0.4789092E-01 0.6574073E-01  6.045876      6.053333    
  1991.2 0.5202985E-01 0.6823443E-01  5.606763      5.593333    
  1991.3 0.5629896E-01 0.6853392E-01  4.611258      5.406667    
  1991.4 0.5856627E-01 0.7096660E-01  3.925096      4.583333    
  1992.1 0.6126071E-01 0.7379080E-01  4.054782      3.910000    
  1992.2 0.6133375E-01 0.7594573E-01  4.907661      3.723333    
  1992.3 0.6171635E-01 0.7626478E-01  5.297509      3.130000    
  1992.4 0.5819166E-01 0.7406133E-01  6.016024      3.076667    
  1993.1 0.6130542E-01 0.7149713E-01  5.832799      2.993333    
  1993.2 0.6263367E-01 0.7068857E-01  4.773457      2.983333    
  1993.3 0.6621722E-01 0.6799552E-01  4.880600      3.020000    
  1993.4 0.6707546E-01 0.6619143E-01  6.180391      3.080000    
  1994.1 0.6629149E-01 0.6555817E-01  6.505373      3.250000    
  1994.2 0.6363968E-01 0.6165512E-01  6.034857      4.036667    
  1994.3 0.6350890E-01 0.6001291E-01  5.705447      4.510000    
  1994.4 0.5866299E-01 0.5619378E-01  4.743945      5.283333    
  1995.1 0.5582522E-01 0.5477964E-01  5.333407      5.780000    
  1995.2 0.5518780E-01 0.5674622E-01  5.705281      5.623333    
  1995.3 0.5483222E-01 0.5658385E-01  5.480656      5.380000    
  1995.4 0.5537126E-01 0.5572015E-01  5.200223      5.270000    
  1996.1 0.5652200E-01 0.5545427E-01  4.480813      4.950000    
  1996.2 0.5746117E-01 0.5470120E-01  4.176725      5.040000    
  1996.3 0.5660561E-01 0.5259294E-01  3.991941      5.136667    
  1996.4 0.5721914E-01 0.5310254E-01  3.307369      4.970000    
  1997.1 0.5945091E-01 0.5223738E-01  2.473277      5.063333    
  1997.2 0.6029953E-01 0.4974959E-01  2.157917      5.073333    
  1997.3 0.5611054E-01 0.4858023E-01  2.258783      5.056667    
  1997.4 0.5107229E-01 0.4680572E-01  2.217337      5.086667    
  1998.1 0.4715100E-01 0.4637954E-01  2.626703      5.053333    
  1998.2 0.4151792E-01 0.4414228E-01  3.094347      4.976667    
  1998.3 0.3634641E-01 0.4528502E-01  3.540784      4.823333    
  1998.4 0.3051669E-01 0.4429607E-01  4.059888      4.253333    
  1999.1 0.2585069E-01 0.4284456E-01  5.417885      4.406667    
  1999.2 0.2202794E-01 0.4248440E-01  6.839950      4.453333    
  1999.3 0.2267992E-01 0.4243400E-01  7.286419      4.650000    
  1999.4 0.1970017E-01 0.4077788E-01  7.947476      5.043333    
  2000.1 0.2140606E-01 0.4048765E-01  8.512190      5.520000    
  2000.2 0.3133130E-01 0.3947782E-01  7.095569      5.713333    
  2000.3 0.4245197E-01 0.4030117E-01  5.349460      6.016667    
  2000.4 0.4664966E-01 0.3918419E-01  4.943556      6.016667    
  2001.1 0.4860476E-01 0.4230321E-01  6.282802      4.816667    
  2001.2 0.5051512E-01 0.4411448E-01  6.916475      3.660000    
  2001.3 0.5202256E-01 0.4819249E-01  6.364275      3.170000    
  2001.4 0.5366902E-01 0.5537421E-01  5.952025      1.906667    
  2002.1 0.5180839E-01 0.5705425E-01  6.157166      1.820000    
  2002.2 0.4812694E-01 0.5845793E-01  5.912596      1.716667    
  2002.3 0.4667571E-01 0.5732000E-01  6.553977      1.643333    
  2002.4 0.4318938E-01 0.5851777E-01  8.240820      1.333333    
  2003.1 0.4238234E-01 0.5873963E-01  8.953558      1.156667    
  2003.2 0.4309557E-01 0.6152488E-01  8.024040      1.043333    
  2003.3 0.4426881E-01 0.6107130E-01  6.475680     0.9300000    
  2003.4 0.5066367E-01 0.5820932E-01  5.774855     0.9166667    
  2004.1 0.5007986E-01 0.5687648E-01  6.392699     0.9166667    
  2004.2 0.5067895E-01 0.5595400E-01  6.544655      1.076667    
  2004.3 0.4330224E-01 0.5440757E-01  7.445916      1.486667    
  2004.4 0.4242737E-01 0.5396538E-01  6.990621      2.006667    
  2005.1 0.4227781E-01 0.5292068E-01  7.374352      2.536667    
  2005.2 0.4299000E-01 0.5115378E-01  7.691006      2.863333    
  2005.3 0.4089779E-01 0.4975337E-01  7.729912      3.360000    
  2005.4 0.3868377E-01 0.4964352E-01  7.602251      3.826667    
  2006.1 0.3625300E-01 0.4731667E-01  7.432433      4.393333    
  2006.2 0.3655241E-01 0.4666969E-01  6.922852      4.703333    
  2006.3 0.4095613E-01 0.4655398E-01  6.887582      4.906667    
  2006.4 0.4153392E-01 0.4466963E-01  6.867171      4.903333    
  2007.1 0.4358983E-01 0.4536088E-01  6.767237      4.983333    
  2007.2 0.4527267E-01 0.4507805E-01  7.233952      4.736667    
  2007.3 0.4845243E-01 0.4670151E-01  7.324697      4.303333    
  2007.4 0.4659847E-01 0.4813029E-01  7.920827      3.390000    
  2008.1 0.4833169E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5170582E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5534881E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5914306E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6849897E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7647661E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8403451E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8678565E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8943812E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9160680E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9296765E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9248699E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9072835E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9603689E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9920615E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1024243     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1009543     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9881732E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9626781E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9483702E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9403740E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9313323E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9525265E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9953691E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1042514     0.7353172E-01  0.000000     0.2222305    
  2014.2 0.1051351     0.7371212E-01  0.000000     0.2267692    
  2014.3 0.1070684     0.7344075E-01  0.000000     0.2727381    
  2014.4 0.1053908     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1078902     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1012231     0.7041296E-01 0.6019579     0.7056998    
  2015.3 0.8873825E-01 0.6919799E-01  1.757570     0.8622789    
  2015.4 0.8152735E-01 0.6810526E-01  1.471971      1.011500    
  2016.1 0.7949739E-01 0.6720077E-01  1.118659      1.148466    
  2016.2 0.7773399E-01 0.6650839E-01 0.9939072      1.268463    
  2016.3 0.7815347E-01 0.6602361E-01  1.295771      1.370028    
  2016.4 0.7762043E-01 0.6572500E-01  1.682935      1.454232    
  2017.1 0.7602826E-01 0.6557762E-01  2.351037      1.523254    
  2017.2 0.7169666E-01 0.6554472E-01  2.837026      1.579320    
  2017.3 0.7150016E-01 0.6559437E-01  3.163122      1.624370    
  2017.4 0.6801751E-01 0.6569973E-01  2.263116      1.660170    
  2018.1 0.6657363E-01 0.6583532E-01  2.484594      1.688692    
  2018.2 0.6938515E-01 0.6598118E-01  2.869990      1.711782    
  2018.3 0.7068058E-01 0.6612472E-01  3.607331      1.730742    
  2018.4 0.7105053E-01 0.6625905E-01  3.069254      1.746369    
  2019.1 0.7193914E-01 0.6637441E-01  2.031529      1.759767    
  2019.2 0.7611076E-01 0.6646188E-01  1.575437      1.772234    
  2019.3 0.8393211E-01 0.6651811E-01 0.7467227      1.784603    
  2019.4 0.9023999E-01 0.6654506E-01  0.000000      1.797049    
  2020.1 0.9587079E-01 0.6654177E-01  0.000000      1.809908    
  2020.2 0.9897818E-01 0.6650849E-01  0.000000      1.823601    
  2020.3 0.9824603E-01 0.6644969E-01  0.000000      1.838160    
  2020.4 0.9514736E-01 0.6637212E-01  0.000000      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.274182909778E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     122 IER= 4 F=  0.228691745617E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.36379795390E-07 -0.34610906530E-08 -0.57710346093E-08

X VALUES

  0.55778883653E+00  0.10314092760E+01 -0.16962375899E+00

MEAN OF DEPENDENT VARIABLE   749999.223750595

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.557788837       0.022934075   24.32140
  2       1.100000000       1.031409276       0.071801593   14.36471
  3      -0.100000000      -0.169623759       0.064612386   -2.62525

SE of equation          =      0.010587908
Sum of squared residuals =  0.228691746E-01   0.182050151    
Sum of ABS residuals     =  0.811728671    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98487

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.240451801093E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     141 IER= 4 F=  0.112808818163E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.20406628768E-06  0.45254009678E-05  0.52213197113E-05

X VALUES

  0.65758876035E+00  0.74951145369E+00  0.15259252987E+00

MEAN OF DEPENDENT VARIABLE   749999.230995386

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.657588760       0.015672218   41.95888
  2       1.100000000       0.749511454       0.070178180   10.68012
  3      -0.100000000       0.152592530       0.064314653    2.37259

SE of equation          =      0.007436292
Sum of squared residuals =  0.112808818E-01   0.581777012E-01
Sum of ABS residuals     =  0.597196848    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97298

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.441543143754E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     121 IER= 4 F=  0.378760262884E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.15692531165E-07 -0.78849721081E-08 -0.27476037691E-08

X VALUES

  0.54317378550E+00  0.84534248906E+00  0.47250834799E-01

MEAN OF DEPENDENT VARIABLE   749999.260535774

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.543173785       0.027185442   19.98032
  2       1.100000000       0.845342489       0.071638493   11.80012
  3      -0.100000000       0.047250835       0.067950212    0.69537

SE of equation          =      0.014045318
Sum of squared residuals =  0.378760263E-01   0.195325170    
Sum of ABS residuals     =   1.05537684    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98513

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.554906036127E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     120 IER= 4 F=  0.406573004957E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.48103912463E-06  0.28685480289E-06  0.33631723016E-06

X VALUES

  0.55328915873E+00  0.13754806810E+01 -0.42688485927E+00

MEAN OF DEPENDENT VARIABLE   749999.254682980

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.553289159       0.022326665   24.78154
  2       1.100000000       1.375480681       0.066317692   20.74078
  3      -0.100000000      -0.426884859       0.062217858   -6.86113

SE of equation          =      0.014117383
Sum of squared residuals =  0.406573005E-01   0.974273647E-01
Sum of ABS residuals     =   1.18757998    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99759

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.286342104749E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     109 IER= 3 F=  0.286151929112E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.45565368167E-07 -0.23469013856E-06 -0.25296466706E-06

X VALUES

  0.51810801373E+00  0.12808926262E+01 -0.34162779033E+00

MEAN OF DEPENDENT VARIABLE   749999.248823134

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.518108014       0.398393143    1.30049
  2       1.100000000       1.280892626       1.884962359    0.67953
  3      -0.100000000      -0.341627790       1.736944338   -0.19668

SE of equation          =      0.374527106
Sum of squared residuals =   28.6151929        5.72668101    
Sum of ABS residuals     =   7.28256514    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96274

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.487886514095E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      90 IER= 3 F=  0.484298485291E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.11395280542E-06  0.27152875548E-06  0.28034647746E-06

X VALUES

  0.36952612725E+00  0.10066918694E+01 -0.20730759815E+00

MEAN OF DEPENDENT VARIABLE   749999.227691603

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.369526127       0.268389548    1.37683
  2       1.100000000       1.006691869       0.362175649    2.77957
  3      -0.100000000      -0.207307598       0.356743788   -0.58111

SE of equation          =      0.154078298
Sum of squared residuals =   4.84298485        2.53524530    
Sum of ABS residuals     =   5.49723184    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94109

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.960022870515E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      77 IER= 4 F=  0.909938263956E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.16164837204E-04  0.39804525771E-04  0.24741678527E-04

X VALUES

  0.75984358603E+00  0.11965990554E+01 -0.21520821913E+00

MEAN OF DEPENDENT VARIABLE   749999.443418912

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.759843586       0.119825322    6.34126
  2       1.100000000       1.196599055       0.083956604   14.25259
  3      -0.100000000      -0.215208219       0.084358416   -2.55112

SE of equation          =      0.074487610
Sum of squared residuals =  0.909938264        1.57762122    
Sum of ABS residuals     =   5.51734915    
R squared                =    1.00000
Durbin-Watson statistic  =    1.87145

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.362433454009E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     109 IER= 4 F=  0.313359423655E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.21639828949E-06 -0.46038091466E-06 -0.53780429138E-06

X VALUES

  0.58041525938E+00  0.62985022212E+00 -0.34436301651E-01

MEAN OF DEPENDENT VARIABLE   749999.298849092

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.580415259       0.034206190   16.96814
  2       1.100000000       0.629850222       0.099151622    6.35239
  3      -0.100000000      -0.034436302       0.098210666   -0.35064

SE of equation          =      0.039192800
Sum of squared residuals =  0.313359424        1.71100569    
Sum of ABS residuals     =   3.75074930    
R squared                =    1.00000
Durbin-Watson statistic  =    1.66086

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.432897956953E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.371039436183E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.12851371399E-06 -0.17635958111E-06 -0.15334361851E-06

X VALUES

  0.35468673592E+00  0.74262869502E+00  0.15787059045E-01

MEAN OF DEPENDENT VARIABLE   749999.249213383

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.354686736       0.111841110    3.17134
  2       1.100000000       0.742628695       0.081851416    9.07289
  3      -0.100000000       0.015787059       0.082466330    0.19144

SE of equation          =      0.047565067
Sum of squared residuals =  0.371039436      -0.182828966    
Sum of ABS residuals     =   3.03650742    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98899

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.228023500569E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      93 IER= 3 F=  0.213000161158E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.15481994098E-09 -0.39252746496E-08 -0.34737328588E-08

X VALUES

  0.28594600170E+00  0.10081463201E+01 -0.51975792819E-01

MEAN OF DEPENDENT VARIABLE   749999.317206849

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.285946002       0.095704907    2.98779
  2       1.100000000       1.008146320       0.078439304   12.85257
  3      -0.100000000      -0.051975793       0.078945943   -0.65837

SE of equation          =      0.036951125
Sum of squared residuals =  0.213000161        1.19071242    
Sum of ABS residuals     =   2.63379006    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72057

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.395670592131E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     106 IER= 4 F=  0.285272519334E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.11297732352E-06 -0.45000131866E-06 -0.41143955080E-06

X VALUES

  0.44738198072E+00  0.11314629969E+01 -0.61232112251E+00

MEAN OF DEPENDENT VARIABLE   749999.282034469

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.447381981       0.030881289   14.48715
  2       1.100000000       1.131462997       0.081311638   13.91514
  3      -0.100000000      -0.612321123       0.078493439   -7.80092

SE of equation          =      0.037395116
Sum of squared residuals =  0.285272519        1.35053295    
Sum of ABS residuals     =   3.48196101    
R squared                =    1.00000
Durbin-Watson statistic  =    1.67311

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.110822189866E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.105444385771E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.12066420298E-10 -0.12062945711E-10

X VALUES

  0.11558669765E+01 -0.25885072615E+00

MEAN OF DEPENDENT VARIABLE   749999.275739614

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.155866977       0.112802534   10.24682
  2      -0.100000000      -0.258850726       0.112851160   -2.29374

SE of equation          =      0.030149682
Sum of squared residuals =  0.105444386       0.910209973    
Sum of ABS residuals     =   1.45757179    
R squared                =    1.00000
Durbin-Watson statistic  =    1.50996

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.332352534003E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.327854326600E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.11048688993E-10 -0.80847777333E-11

X VALUES

  0.11053305309E+01 -0.13732264031E+00

MEAN OF DEPENDENT VARIABLE   749999.294251300

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.105330531       0.084283344   13.11446
  2      -0.100000000      -0.137322640       0.084530339   -1.62454

SE of equation          =      0.040089014
Sum of squared residuals =  0.327854327        1.62457896    
Sum of ABS residuals     =   3.81408190    
R squared                =    1.00000
Durbin-Watson statistic  =    1.77267

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4935357E-01 0.5234225E-01 0.4283966      1.083667    
  1954.2 0.5267622E-01 0.5783462E-01 0.6035586     0.8143333    
  1954.3 0.5366152E-01 0.5970489E-01  1.565325     0.8696667    
  1954.4 0.6016405E-01 0.5361334E-01  0.000000      1.036333    
  1955.1 0.5921220E-01 0.4710636E-01  0.000000      1.256333    
  1955.2 0.5828444E-01 0.4380454E-01 0.2409729      1.614333    
  1955.3 0.5872547E-01 0.4109694E-01 0.5157872      1.861333    
  1955.4 0.5592695E-01 0.4208878E-01 0.9142076      2.349333    
  1956.1 0.5523837E-01 0.4031458E-01  1.296944      2.379333    
  1956.2 0.6227573E-01 0.4190614E-01  0.000000      2.596667    
  1956.3 0.5805802E-01 0.4128671E-01  0.000000      2.596667    
  1956.4 0.4650739E-01 0.4100540E-01  2.648136      3.063667    
  1957.1 0.3486556E-01 0.3946671E-01  4.517064      3.171667    
  1957.2 0.2645006E-01 0.4062513E-01  4.887740      3.157000    
  1957.3 0.2068151E-01 0.4207225E-01  5.533383      3.382333    
  1957.4 0.1438387E-01 0.4923487E-01  6.653658      3.343333    
  1958.1 0.5455253E-02 0.6275076E-01  8.132919      1.838000    
  1958.2 0.5055623E-02 0.7359928E-01  8.317820      1.017667    
  1958.3 0.4949088E-02 0.7309055E-01  7.494296      1.710667    
  1958.4 0.1000910E-01 0.6352766E-01  6.863841      2.787667    
  1959.1 0.1673410E-01 0.5798631E-01  6.773724      2.800333    
  1959.2 0.2390926E-01 0.5104500E-01  6.268128      3.019333    
  1959.3 0.4436952E-01 0.5287044E-01  4.810065      3.533000    
  1959.4 0.5165633E-01 0.5592834E-01  4.274044      4.299333    
  1960.1 0.5568640E-01 0.5159512E-01  4.391794      3.943000    
  1960.2 0.5677805E-01 0.5225835E-01  3.937208      3.092333    
  1960.3 0.5592544E-01 0.5549938E-01  3.636144      2.390333    
  1960.4 0.4949714E-01 0.6251647E-01  4.271428      2.360667    
  1961.1 0.4709768E-01 0.6773354E-01  4.892222      2.376667    
  1961.2 0.4274645E-01 0.6971717E-01  5.081215      2.324667    
  1961.3 0.4013898E-01 0.6749309E-01  5.073709      2.324667    
  1961.4 0.3375675E-01 0.6171891E-01  5.179763      2.475000    
  1962.1 0.2876997E-01 0.5614436E-01  6.376948      2.739000    
  1962.2 0.2384719E-01 0.5482584E-01  7.193060      2.716000    
  1962.3 0.2231319E-01 0.5539051E-01  6.978484      2.858000    
  1962.4 0.2887486E-01 0.5505923E-01  6.323021      2.803333    
  1963.1 0.3735013E-01 0.5779253E-01  5.269670      2.909000    
  1963.2 0.4173273E-01 0.5680856E-01  4.534190      2.941333    
  1963.3 0.4434960E-01 0.5493742E-01  5.330611      3.280667    
  1963.4 0.4290441E-01 0.5572673E-01  6.896340      3.499333    
  1964.1 0.4171819E-01 0.5457706E-01  7.063921      3.538000    
  1964.2 0.4231450E-01 0.5220257E-01  6.491898      3.481333    
  1964.3 0.3752348E-01 0.4989598E-01  7.480510      3.504000    
  1964.4 0.3735593E-01 0.4953597E-01  7.616214      3.685000    
  1965.1 0.4685683E-01 0.4871666E-01  6.697507      3.899667    
  1965.2 0.5056603E-01 0.4655354E-01  5.886853      3.879000    
  1965.3 0.5040798E-01 0.4351989E-01  6.426668      3.859667    
  1965.4 0.4710414E-01 0.4102298E-01  7.075583      4.158667    
  1966.1 0.4684674E-01 0.3848268E-01  6.632802      4.630667    
  1966.2 0.4800740E-01 0.3807639E-01  5.978629      4.597333    
  1966.3 0.4661180E-01 0.3750700E-01  5.575874      5.047667    
  1966.4 0.4321423E-01 0.3683286E-01  5.578782      5.246000    
  1967.1 0.4719619E-01 0.3809930E-01  5.513248      4.533667    
  1967.2 0.4280490E-01 0.3806934E-01  6.270964      3.657333    
  1967.3 0.3230645E-01 0.3784696E-01  7.470787      4.344667    
  1967.4 0.2941924E-01 0.3915978E-01  7.140358      4.787333    
  1968.1 0.2709671E-01 0.3728355E-01  6.920128      5.064667    
  1968.2 0.2453050E-01 0.3537721E-01  7.321718      5.510000    
  1968.3 0.2305977E-01 0.3510557E-01  7.736734      5.226333    
  1968.4 0.2663658E-01 0.3392130E-01  7.410268      5.580667    
  1969.1 0.2810672E-01 0.3376971E-01  7.727502      6.137667    
  1969.2 0.3001473E-01 0.3424592E-01  8.366026      6.240000    
  1969.3 0.4016969E-01 0.3590757E-01  8.543137      7.046667    
  1969.4 0.4574983E-01 0.3581941E-01  7.242462      7.317667    
  1970.1 0.5069766E-01 0.4159508E-01  7.069927      7.262667    
  1970.2 0.5484442E-01 0.4746577E-01  6.830593      6.752333    
  1970.3 0.5757575E-01 0.5169088E-01  5.755848      6.374667    
  1970.4 0.6475305E-01 0.5802797E-01  5.146428      5.358333    
  1971.1 0.6629276E-01 0.5914467E-01  5.677249      3.863333    
  1971.2 0.6588803E-01 0.5907857E-01  5.808494      4.206000    
  1971.3 0.6342906E-01 0.5983336E-01  4.887977      5.050333    
  1971.4 0.6647576E-01 0.5954344E-01  4.644083      4.234333    
  1972.1 0.6611178E-01 0.5768041E-01  5.410842      3.435333    
  1972.2 0.7286803E-01 0.5658509E-01  3.580617      3.748333    
  1972.3 0.6885861E-01 0.5584112E-01  2.634539      4.241333    
  1972.4 0.5944724E-01 0.5304486E-01  5.213355      4.851333    
  1973.1 0.4865036E-01 0.4950510E-01  6.816286      5.639667    
  1973.2 0.4177544E-01 0.4889844E-01  6.874545      6.608333    
  1973.3 0.4203654E-01 0.4793204E-01  7.101252      8.388333    
  1973.4 0.4143342E-01 0.4769321E-01  7.719341      7.461667    
  1974.1 0.4567434E-01 0.5085049E-01  7.933596      7.600333    
  1974.2 0.5238232E-01 0.5161500E-01  6.830706      8.268000    
  1974.3 0.5968668E-01 0.5583721E-01  6.090191      8.286333    
  1974.4 0.6420550E-01 0.6556479E-01  5.978439      7.336000    
  1975.1 0.7087341E-01 0.8217515E-01  6.233353      5.873333    
  1975.2 0.8385550E-01 0.8828988E-01  3.403349      5.400667    
  1975.3 0.8465466E-01 0.8467753E-01  1.981300      6.336667    
  1975.4 0.7829109E-01 0.8259670E-01  4.087318      5.684333    
  1976.1 0.6850369E-01 0.7723461E-01  5.331176      4.953333    
  1976.2 0.6364668E-01 0.7526804E-01  5.490973      5.168667    
  1976.3 0.6415724E-01 0.7700112E-01  5.059107      5.168667    
  1976.4 0.6446640E-01 0.7733424E-01  4.664009      4.698000    
  1977.1 0.6313043E-01 0.7493048E-01  5.009328      4.624000    
  1977.2 0.6203472E-01 0.7104693E-01  5.485961      4.828667    
  1977.3 0.6073057E-01 0.6864221E-01  5.554106      5.472000    
  1977.4 0.5924105E-01 0.6612385E-01  5.876884      6.137000    
  1978.1 0.5804832E-01 0.6326666E-01  6.750553      6.408000    
  1978.2 0.5605865E-01 0.5999476E-01  7.153424      6.481000    
  1978.3 0.5462592E-01 0.6021465E-01  6.346241      7.315333    
  1978.4 0.5944087E-01 0.5883992E-01  5.831957      8.680333    
  1979.1 0.5956121E-01 0.5877879E-01  6.692715      9.357667    
  1979.2 0.5867915E-01 0.5714052E-01  7.251173      9.372333    
  1979.3 0.5555360E-01 0.5868435E-01  7.646084      9.631333    
  1979.4 0.5512893E-01 0.5940129E-01  11.38050      11.80367    
  1980.1 0.5120716E-01 0.6296949E-01  10.32368      13.45867    
  1980.2 0.4796729E-01 0.7323656E-01  10.22145      10.04933    
  1980.3 0.5145793E-01 0.7680771E-01  12.44135      9.235333    
  1980.4 0.5559756E-01 0.7398623E-01  15.22011      13.70967    
  1981.1 0.6345994E-01 0.7426606E-01  13.49186      14.36900    
  1981.2 0.7550068E-01 0.7398937E-01  11.78452      14.82900    
  1981.3 0.8590880E-01 0.7417361E-01  9.279162      15.08733    
  1981.4 0.9451166E-01 0.8241053E-01  6.568906      12.02267    
  1982.1 0.9719267E-01 0.8843563E-01  8.344314      12.89500    
  1982.2 0.9994853E-01 0.9425762E-01  9.355007      12.35900    
  1982.3 0.1016507     0.9942961E-01  7.474992      9.705333    
  1982.4 0.1004264     0.1067659      6.261697      7.935000    
  1983.1 0.9618380E-01 0.1039701      6.451285      8.081333    
  1983.2 0.8856932E-01 0.1010214      7.180867      8.420667    
  1983.3 0.8300253E-01 0.9360138E-01  7.413698      9.186667    
  1983.4 0.7718080E-01 0.8541760E-01  7.003004      8.793333    
  1984.1 0.7658940E-01 0.7871758E-01  6.984935      9.133333    
  1984.2 0.7005703E-01 0.7478733E-01  7.895111      9.843333    
  1984.3 0.6318758E-01 0.7451999E-01  9.383856      10.34333    
  1984.4 0.5809048E-01 0.7283015E-01  9.752951      8.973333    
  1985.1 0.5909515E-01 0.7279936E-01  9.217720      8.183333    
  1985.2 0.6160019E-01 0.7288834E-01  8.691558      7.523333    
  1985.3 0.6446051E-01 0.7210537E-01  7.841815      7.103333    
  1985.4 0.6610935E-01 0.7054201E-01  7.479547      7.146667    
  1986.1 0.7261392E-01 0.7015712E-01  7.120410      6.886667    
  1986.2 0.7995230E-01 0.7180384E-01  4.624165      6.130000    
  1986.3 0.7468948E-01 0.6991001E-01  3.919513      5.533333    
  1986.4 0.6365076E-01 0.6835172E-01  6.617591      5.340000    
  1987.1 0.5455538E-01 0.6620689E-01  8.198133      5.533333    
  1987.2 0.4750611E-01 0.6280795E-01  8.347379      5.733333    
  1987.3 0.4369399E-01 0.6014193E-01  8.783377      6.033333    
  1987.4 0.4192424E-01 0.5868976E-01  9.633609      6.003333    
  1988.1 0.4581455E-01 0.5727587E-01  9.157269      5.760000    
  1988.2 0.5147999E-01 0.5487146E-01  7.792280      6.230000    
  1988.3 0.5583653E-01 0.5492451E-01  6.787772      6.993333    
  1988.4 0.5930931E-01 0.5350265E-01  5.630258      7.703333    
  1989.1 0.6631358E-01 0.5215423E-01  4.684631      8.533333    
  1989.2 0.7163010E-01 0.5244464E-01  3.850334      8.440000    
  1989.3 0.7376384E-01 0.5277223E-01  3.077085      7.850000    
  1989.4 0.7562949E-01 0.5373561E-01  2.085076      7.633333    
  1990.1 0.8255699E-01 0.5300361E-01  1.475871      7.756667    
  1990.2 0.8016514E-01 0.5337414E-01  1.727193      7.766667    
  1990.3 0.7315979E-01 0.5687498E-01  2.502440      7.493333    
  1990.4 0.7200906E-01 0.6113686E-01  1.655846      7.023333    
  1991.1 0.6704346E-01 0.6574073E-01  1.835820      6.053333    
  1991.2 0.6397767E-01 0.6823443E-01  2.809485      5.593333    
  1991.3 0.5975203E-01 0.6853392E-01  3.342455      5.406667    
  1991.4 0.5597881E-01 0.7096660E-01  3.377278      4.583333    
  1992.1 0.5312674E-01 0.7379080E-01  4.042762      3.910000    
  1992.2 0.5322953E-01 0.7594573E-01  4.432811      3.723333    
  1992.3 0.4949217E-01 0.7626478E-01  5.421456      3.130000    
  1992.4 0.4919525E-01 0.7406133E-01  5.161084      3.076667    
  1993.1 0.5091645E-01 0.7149713E-01  5.767522      2.993333    
  1993.2 0.5365253E-01 0.7068857E-01  5.668743      2.983333    
  1993.3 0.6027139E-01 0.6799552E-01  4.263676      3.020000    
  1993.4 0.7178620E-01 0.6619143E-01  2.805875      3.080000    
  1994.1 0.8161211E-01 0.6555817E-01  1.090457      3.250000    
  1994.2 0.8940755E-01 0.6165512E-01  0.000000      4.036667    
  1994.3 0.9653361E-01 0.6001291E-01  0.000000      4.510000    
  1994.4 0.1000116     0.5619378E-01  0.000000      5.283333    
  1995.1 0.1021600     0.5477964E-01  0.000000      5.780000    
  1995.2 0.9762875E-01 0.5674622E-01 0.6831681E-01  5.623333    
  1995.3 0.9048222E-01 0.5658385E-01 0.9557197      5.380000    
  1995.4 0.8452874E-01 0.5572015E-01  1.308914      5.270000    
  1996.1 0.7972165E-01 0.5545427E-01  1.329355      4.950000    
  1996.2 0.7763931E-01 0.5470120E-01  1.615407      5.040000    
  1996.3 0.7751377E-01 0.5259294E-01  1.607888      5.136667    
  1996.4 0.7737776E-01 0.5310254E-01  1.426444      4.970000    
  1997.1 0.7735037E-01 0.5223738E-01  1.657719      5.063333    
  1997.2 0.7675977E-01 0.4974959E-01  1.670317      5.073333    
  1997.3 0.7564401E-01 0.4858023E-01  1.738043      5.056667    
  1997.4 0.7351432E-01 0.4680572E-01  1.677759      5.086667    
  1998.1 0.7452579E-01 0.4637954E-01  1.647480      5.053333    
  1998.2 0.7446921E-01 0.4414228E-01  1.034978      4.976667    
  1998.3 0.7333755E-01 0.4528502E-01 0.8839658      4.823333    
  1998.4 0.7055673E-01 0.4429607E-01  1.181056      4.253333    
  1999.1 0.6567434E-01 0.4284456E-01  2.724398      4.406667    
  1999.2 0.6338018E-01 0.4248440E-01  3.438830      4.453333    
  1999.3 0.6223887E-01 0.4243400E-01  3.323010      4.650000    
  1999.4 0.6025435E-01 0.4077788E-01  3.186386      5.043333    
  2000.1 0.5530867E-01 0.4048765E-01  3.994287      5.520000    
  2000.2 0.5410135E-01 0.3947782E-01  3.951233      5.713333    
  2000.3 0.5839052E-01 0.4030117E-01  4.088750      6.016667    
  2000.4 0.5983057E-01 0.3918419E-01  5.066194      6.016667    
  2001.1 0.5680937E-01 0.4230321E-01  4.969241      4.816667    
  2001.2 0.5755469E-01 0.4411448E-01  4.886653      3.660000    
  2001.3 0.6359251E-01 0.4819249E-01  4.121793      3.170000    
  2001.4 0.6997054E-01 0.5537421E-01  3.100854      1.906667    
  2002.1 0.7176526E-01 0.5705425E-01  2.787104      1.820000    
  2002.2 0.7142351E-01 0.5845793E-01  2.700913      1.716667    
  2002.3 0.6828260E-01 0.5732000E-01  2.861739      1.643333    
  2002.4 0.6766844E-01 0.5851777E-01  2.783695      1.333333    
  2003.1 0.6745130E-01 0.5873963E-01  3.576697      1.156667    
  2003.2 0.6593437E-01 0.6152488E-01  3.932578      1.043333    
  2003.3 0.6608520E-01 0.6107130E-01  3.338536     0.9300000    
  2003.4 0.6910149E-01 0.5820932E-01  2.628439     0.9166667    
  2004.1 0.7044678E-01 0.5687648E-01  2.690509     0.9166667    
  2004.2 0.7143008E-01 0.5595400E-01  2.805455      1.076667    
  2004.3 0.6738945E-01 0.5440757E-01  3.013367      1.486667    
  2004.4 0.6434801E-01 0.5396538E-01  3.130815      2.006667    
  2005.1 0.6634749E-01 0.5292068E-01  3.045300      2.536667    
  2005.2 0.6501291E-01 0.5115378E-01  2.638277      2.863333    
  2005.3 0.6329817E-01 0.4975337E-01  2.594184      3.360000    
  2005.4 0.6052742E-01 0.4964352E-01  2.895358      3.826667    
  2006.1 0.5961659E-01 0.4731667E-01  3.318906      4.393333    
  2006.2 0.5869461E-01 0.4666969E-01  3.127844      4.703333    
  2006.3 0.6215025E-01 0.4655398E-01  2.707105      4.906667    
  2006.4 0.6515437E-01 0.4466963E-01  1.443623      4.903333    
  2007.1 0.6467139E-01 0.4536088E-01  2.042835      4.983333    
  2007.2 0.6695679E-01 0.4507805E-01  3.314874      4.736667    
  2007.3 0.7158085E-01 0.4670151E-01  3.774775      4.303333    
  2007.4 0.7266089E-01 0.4813029E-01  2.528786      3.390000    
  2008.1 0.7167476E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.7068492E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6909796E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.7289727E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7574903E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7928744E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8413311E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8617167E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8584372E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8745623E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9244461E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9573514E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9918377E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1008699     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1029191     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1028344     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1030886     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1034861     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1073854     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1087211     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1133810     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1165167     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1179168     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1144639     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1104633     0.7353172E-01 0.8190287     0.2222305    
  2014.2 0.1071345     0.7371212E-01  1.188742     0.2267692    
  2014.3 0.1024418     0.7344075E-01  1.229896     0.2727381    
  2014.4 0.9603685E-01 0.7270034E-01  1.461437     0.3896289    
  2015.1 0.9139664E-01 0.7163268E-01  1.929970     0.5446822    
  2015.2 0.8751923E-01 0.7041296E-01  2.081883     0.7056998    
  2015.3 0.8392195E-01 0.6919799E-01  2.095690     0.8622789    
  2015.4 0.8019618E-01 0.6810526E-01  2.314790      1.011500    
  2016.1 0.7685657E-01 0.6720077E-01  2.399262      1.148466    
  2016.2 0.8065258E-01 0.6650839E-01  1.730434      1.268463    
  2016.3 0.8246693E-01 0.6602361E-01 0.6361638      1.370028    
  2016.4 0.8437238E-01 0.6572500E-01 0.1457059      1.454232    
  2017.1 0.8351773E-01 0.6557762E-01 0.2692746      1.523254    
  2017.2 0.8242383E-01 0.6554472E-01 0.3518433      1.579320    
  2017.3 0.8095978E-01 0.6559437E-01 0.3092969      1.624370    
  2017.4 0.7853229E-01 0.6569973E-01 0.4964653      1.660170    
  2018.1 0.7546866E-01 0.6583532E-01  1.646917      1.688692    
  2018.2 0.7279059E-01 0.6598118E-01  2.394744      1.711782    
  2018.3 0.7349669E-01 0.6612472E-01  1.710591      1.730742    
  2018.4 0.7803225E-01 0.6625905E-01 0.9322936      1.746369    
  2019.1 0.8285872E-01 0.6637441E-01 0.5871141      1.759767    
  2019.2 0.8708162E-01 0.6646188E-01 0.5489435      1.772234    
  2019.3 0.8881945E-01 0.6651811E-01 0.6058831      1.784603    
  2019.4 0.8777232E-01 0.6654506E-01 0.7563613      1.797049    
  2020.1 0.8819363E-01 0.6654177E-01  1.299876      1.809908    
  2020.2 0.8767123E-01 0.6650849E-01  1.225681      1.823601    
  2020.3 0.8687612E-01 0.6644969E-01 0.1706487      1.838160    
  2020.4 0.9020131E-01 0.6637212E-01  0.000000      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.268924856605E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     142 IER= 4 F=  0.243003481459E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.18619199095E-06  0.78401888910E-07  0.51265602501E-07

X VALUES

  0.51314701631E+00  0.84741922779E+00  0.73993470985E-01

MEAN OF DEPENDENT VARIABLE   749999.224849613

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.513147016       0.019805901   25.90879
  2       1.100000000       0.847419228       0.071125865   11.91436
  3      -0.100000000       0.073993471       0.068695075    1.07713

SE of equation          =      0.010914181
Sum of squared residuals =  0.243003481E-01   0.147666497    
Sum of ABS residuals     =  0.780501996    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91902

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.166289909838E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     127 IER= 4 F=  0.101665380508E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.13188806813E-05  0.54029400626E-06  0.57740803106E-06

X VALUES

  0.61161928271E+00  0.10963180903E+01 -0.15014736003E+00

MEAN OF DEPENDENT VARIABLE   749999.238555231

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.611619283       0.015101449   40.50070
  2       1.100000000       1.096318090       0.068495355   16.00573
  3      -0.100000000      -0.150147360       0.064080261   -2.34311

SE of equation          =      0.007059460
Sum of squared residuals =  0.101665381E-01  -0.660890173E-01
Sum of ABS residuals     =  0.592073076    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97107

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.425174653128E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.331520646074E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.86273954898E-06  0.39760769397E-05  0.41646094670E-05

X VALUES

  0.35406344835E+00  0.11173656728E+01 -0.18802756656E+00

MEAN OF DEPENDENT VARIABLE   749999.265380417

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.354063448       0.026574647   13.32335
  2       1.100000000       1.117365673       0.071488949   15.62991
  3      -0.100000000      -0.188027567       0.069179362   -2.71797

SE of equation          =      0.013140282
Sum of squared residuals =  0.331520646E-01   0.120673103    
Sum of ABS residuals     =  0.893297533    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99824

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.322423401377E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.270384049411E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.83980134044E-06  0.67599269375E-05  0.68391310512E-05

X VALUES

  0.47906784691E+00  0.12176646967E+01 -0.25171233553E+00

MEAN OF DEPENDENT VARIABLE   749999.259661221

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.479067847       0.011170325   42.88755
  2       1.100000000       1.217664697       0.069071346   17.62909
  3      -0.100000000      -0.251712336       0.066364186   -3.79289

SE of equation          =      0.011512654
Sum of squared residuals =  0.270384049E-01  -0.186099390    
Sum of ABS residuals     =  0.996709453    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99897

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.483735274431E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     111 IER= 3 F=  0.483609788535E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.27678173527E-07 -0.64790273575E-06 -0.69524053375E-06

X VALUES

  0.50701391179E+00  0.95498997019E+00 -0.16301058533E-01

MEAN OF DEPENDENT VARIABLE   749999.271253704

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.507013912       0.579821165    0.87443
  2       1.100000000       0.954989970       2.323984222    0.41093
  3      -0.100000000      -0.016301059       2.187936722   -0.00745

SE of equation          =      0.486891797
Sum of squared residuals =   48.3609789        7.68243680    
Sum of ABS residuals     =   9.07980167    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96120

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.188819858584E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      89 IER= 3 F=  0.185667234614E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.11210377344E-06  0.11808933916E-08  0.23199277671E-07

X VALUES

  0.51326031861E+00  0.10896398393E+01 -0.29000694007E+00

MEAN OF DEPENDENT VARIABLE   749999.215840557

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.513260319       0.136192595    3.76864
  2       1.100000000       1.089639839       0.220629663    4.93877
  3      -0.100000000      -0.290006940       0.211734443   -1.36967

SE of equation          =      0.095400917
Sum of squared residuals =   1.85667235        1.72062226    
Sum of ABS residuals     =   4.68723590    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91809

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.882210592357E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     107 IER= 4 F=  0.687552155928E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.43535584784E-06  0.10581722529E-05  0.12136835586E-05

X VALUES

  0.11049781246E+01  0.91602681826E+00  0.78704495489E-01

MEAN OF DEPENDENT VARIABLE   749999.442742213

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.104978125       0.086328572   12.79968
  2       1.100000000       0.916026818       0.085332952   10.73474
  3      -0.100000000       0.078704495       0.085501343    0.92051

SE of equation          =      0.064748677
Sum of squared residuals =  0.687552156        1.49338749    
Sum of ABS residuals     =   4.83722550    
R squared                =    1.00000
Durbin-Watson statistic  =    1.89493

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.313047002030E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     114 IER= 4 F=  0.282303088165E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.58487674076E-06 -0.32923207221E-08  0.70313995720E-07

X VALUES

  0.67956685977E+00  0.93568998002E+00 -0.14541349731E+00

MEAN OF DEPENDENT VARIABLE   749999.293264003

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.679566860       0.051458516   13.20611
  2       1.100000000       0.935689980       0.102280286    9.14829
  3      -0.100000000      -0.145413497       0.101774663   -1.42878

SE of equation          =      0.037199982
Sum of squared residuals =  0.282303088        1.89033889    
Sum of ABS residuals     =   3.54473581    
R squared                =    1.00000
Durbin-Watson statistic  =    1.59598

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.745976344394E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     107 IER= 4 F=  0.538558910757E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.57834727095E-06 -0.26679607078E-06  0.94645349695E-06

X VALUES

  0.10391205111E+01  0.53798645753E+00  0.10474262836E+00

MEAN OF DEPENDENT VARIABLE   749999.273134385

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.039120511       0.104168135    9.97542
  2       1.100000000       0.537986458       0.080747035    6.66262
  3      -0.100000000       0.104742628       0.081040752    1.29247

SE of equation          =      0.057305286
Sum of squared residuals =  0.538558911        1.45047230    
Sum of ABS residuals     =   3.66347980    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94042

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.424496264338E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.345171687161E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.33143747471E-06 -0.32921604142E-05 -0.17540436529E-05

X VALUES

  0.12023114355E+00  0.84026829922E+00  0.22361442825E-01

MEAN OF DEPENDENT VARIABLE   749999.250327445

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.120231144       0.116782321    1.02953
  2       1.100000000       0.840268299       0.087866912    9.56297
  3      -0.100000000       0.022361443       0.086211617    0.25938

SE of equation          =      0.047038697
Sum of squared residuals =  0.345171687       0.717237417    
Sum of ABS residuals     =   3.16245170    
R squared                =    1.00000
Durbin-Watson statistic  =    1.79665

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.527583455878E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      89 IER= 4 F=  0.373315725738E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.14242894069E-04 -0.43416585143E-05  0.19029082191E-05

X VALUES

  0.52740994135E+00  0.11201123737E+01 -0.59306627373E+00

MEAN OF DEPENDENT VARIABLE   749999.281957099

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.527409941       0.038065641   13.85528
  2       1.100000000       1.120112374       0.076375316   14.66590
  3      -0.100000000      -0.593066274       0.075054328   -7.90183

SE of equation          =      0.042778254
Sum of squared residuals =  0.373315726        1.68006201    
Sum of ABS residuals     =   4.22302371    
R squared                =    1.00000
Durbin-Watson statistic  =    1.63643

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.790181788368E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.764614283792E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.19245067189E-10  0.21078042027E-10

X VALUES

  0.95907473864E+00 -0.46088016397E-01

MEAN OF DEPENDENT VARIABLE   749999.257744314

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.959074739       0.152200999    6.30137
  2      -0.100000000      -0.046088016       0.149121107   -0.30906

SE of equation          =      0.025673921
Sum of squared residuals =  0.764614284E-01   0.908342984    
Sum of ABS residuals     =   1.33003545    
R squared                =    1.00000
Durbin-Watson statistic  =    1.31861

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.358791742897E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.341951368550E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.27421919667E-10 -0.28423903210E-10

X VALUES

  0.12348443385E+01 -0.28318126716E+00

MEAN OF DEPENDENT VARIABLE   749999.282161098

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.234844338       0.080937078   15.25684
  2      -0.100000000      -0.283181267       0.080042253   -3.53790

SE of equation          =      0.040941815
Sum of squared residuals =  0.341951369        1.51146065    
Sum of ABS residuals     =   3.71402322    
R squared                =    1.00000
Durbin-Watson statistic  =    1.71920

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4496320E-01 0.5234225E-01 0.7400395      1.083667    
  1954.2 0.4865482E-01 0.5783462E-01 0.1894608     0.8143333    
  1954.3 0.5292845E-01 0.5970489E-01 0.5373247     0.8696667    
  1954.4 0.5190561E-01 0.5361334E-01  1.144313      1.036333    
  1955.1 0.5038306E-01 0.4710636E-01  1.269577      1.256333    
  1955.2 0.4632238E-01 0.4380454E-01  1.364735      1.614333    
  1955.3 0.4362146E-01 0.4109694E-01  2.543212      1.861333    
  1955.4 0.3919607E-01 0.4208878E-01  4.508642      2.349333    
  1956.1 0.3891190E-01 0.4031458E-01  4.732271      2.379333    
  1956.2 0.3810733E-01 0.4190614E-01  3.842897      2.596667    
  1956.3 0.4257570E-01 0.4128671E-01  3.162672      2.596667    
  1956.4 0.4734315E-01 0.4100540E-01  2.041532      3.063667    
  1957.1 0.4961862E-01 0.3946671E-01  2.003747      3.171667    
  1957.2 0.6078733E-01 0.4062513E-01  0.000000      3.157000    
  1957.3 0.5896240E-01 0.4207225E-01  0.000000      3.382333    
  1957.4 0.5029716E-01 0.4923487E-01  2.595598      3.343333    
  1958.1 0.4570881E-01 0.6275076E-01  4.038015      1.838000    
  1958.2 0.3608117E-01 0.7359928E-01  4.773578      1.017667    
  1958.3 0.2811463E-01 0.7309055E-01  5.976217      1.710667    
  1958.4 0.2111721E-01 0.6352766E-01  6.873321      2.787667    
  1959.1 0.1948250E-01 0.5798631E-01  7.317900      2.800333    
  1959.2 0.2027174E-01 0.5104500E-01  7.410814      3.019333    
  1959.3 0.3160728E-01 0.5287044E-01  7.457388      3.533000    
  1959.4 0.4047087E-01 0.5592834E-01  6.471794      4.299333    
  1960.1 0.4716403E-01 0.5159512E-01  5.061548      3.943000    
  1960.2 0.5335722E-01 0.5225835E-01  4.418256      3.092333    
  1960.3 0.5637200E-01 0.5549938E-01  4.139473      2.390333    
  1960.4 0.5745846E-01 0.6251647E-01  3.770617      2.360667    
  1961.1 0.6334237E-01 0.6773354E-01  3.139261      2.376667    
  1961.2 0.6197593E-01 0.6971717E-01  3.211491      2.324667    
  1961.3 0.5742014E-01 0.6749309E-01  4.325786      2.324667    
  1961.4 0.4932829E-01 0.6171891E-01  5.254603      2.475000    
  1962.1 0.4574227E-01 0.5614436E-01  5.510321      2.739000    
  1962.2 0.4245116E-01 0.5482584E-01  5.419900      2.716000    
  1962.3 0.3903289E-01 0.5539051E-01  5.523886      2.858000    
  1962.4 0.3796588E-01 0.5505923E-01  5.927975      2.803333    
  1963.1 0.3403982E-01 0.5779253E-01  6.583135      2.909000    
  1963.2 0.3441703E-01 0.5680856E-01  6.788257      2.941333    
  1963.3 0.3350296E-01 0.5493742E-01  6.882808      3.280667    
  1963.4 0.3324659E-01 0.5572673E-01  6.916781      3.499333    
  1964.1 0.3511429E-01 0.5457706E-01  6.627406      3.538000    
  1964.2 0.4406612E-01 0.5220257E-01  5.521604      3.481333    
  1964.3 0.5038306E-01 0.4989598E-01  4.080343      3.504000    
  1964.4 0.5744780E-01 0.4953597E-01  3.379501      3.685000    
  1965.1 0.6692245E-01 0.4871666E-01  3.826748      3.899667    
  1965.2 0.7078757E-01 0.4655354E-01  3.512388      3.879000    
  1965.3 0.7176316E-01 0.4351989E-01  2.706192      3.859667    
  1965.4 0.7491873E-01 0.4102298E-01  2.370782      4.158667    
  1966.1 0.8419163E-01 0.3848268E-01  1.903449      4.630667    
  1966.2 0.8315221E-01 0.3807639E-01  1.940543      4.597333    
  1966.3 0.7226177E-01 0.3750700E-01  2.840873      5.047667    
  1966.4 0.6460092E-01 0.3683286E-01  2.769732      5.246000    
  1967.1 0.5259785E-01 0.3809930E-01  2.934574      4.533667    
  1967.2 0.4312337E-01 0.3806934E-01  3.501697      3.657333    
  1967.3 0.4007363E-01 0.3784696E-01  4.385062      4.344667    
  1967.4 0.3604432E-01 0.3915978E-01  5.292196      4.787333    
  1968.1 0.3385629E-01 0.3728355E-01  5.924582      5.064667    
  1968.2 0.4130930E-01 0.3537721E-01  3.588583      5.510000    
  1968.3 0.3869488E-01 0.3510557E-01  2.474317      5.226333    
  1968.4 0.3377590E-01 0.3392130E-01  5.015584      5.580667    
  1969.1 0.2636196E-01 0.3376971E-01  6.960114      6.137667    
  1969.2 0.2977786E-01 0.3424592E-01  6.158256      6.240000    
  1969.3 0.3264026E-01 0.3590757E-01  4.582674      7.046667    
  1969.4 0.3911707E-01 0.3581941E-01  4.071844      7.317667    
  1970.1 0.4215776E-01 0.4159508E-01  5.145509      7.262667    
  1970.2 0.4496486E-01 0.4746577E-01  6.337858      6.752333    
  1970.3 0.5269110E-01 0.5169088E-01  6.858592      6.374667    
  1970.4 0.5429456E-01 0.5802797E-01  5.876113      5.358333    
  1971.1 0.5744676E-01 0.5914467E-01  4.876085      3.863333    
  1971.2 0.5787839E-01 0.5907857E-01  5.067316      4.206000    
  1971.3 0.5609456E-01 0.5983336E-01  5.563263      5.050333    
  1971.4 0.5607706E-01 0.5954344E-01  5.437104      4.234333    
  1972.1 0.5607510E-01 0.5768041E-01  5.227749      3.435333    
  1972.2 0.5420294E-01 0.5658509E-01  5.389158      3.748333    
  1972.3 0.5366001E-01 0.5584112E-01  6.774617      4.241333    
  1972.4 0.4942688E-01 0.5304486E-01  8.833552      4.851333    
  1973.1 0.4394711E-01 0.4950510E-01  9.609588      5.639667    
  1973.2 0.4299613E-01 0.4889844E-01  9.578241      6.608333    
  1973.3 0.4417308E-01 0.4793204E-01  9.607213      8.388333    
  1973.4 0.4499379E-01 0.4769321E-01  9.762384      7.461667    
  1974.1 0.4935976E-01 0.5085049E-01  9.607683      7.600333    
  1974.2 0.5084389E-01 0.5161500E-01  9.262357      8.268000    
  1974.3 0.5521910E-01 0.5583721E-01  9.090570      8.286333    
  1974.4 0.5712286E-01 0.6556479E-01  8.476282      7.336000    
  1975.1 0.5676282E-01 0.8217515E-01  8.124125      5.873333    
  1975.2 0.5870531E-01 0.8828988E-01  8.083383      5.400667    
  1975.3 0.5780417E-01 0.8467753E-01  8.243272      6.336667    
  1975.4 0.5468358E-01 0.8259670E-01  8.085266      5.684333    
  1976.1 0.5055800E-01 0.7723461E-01  8.605059      4.953333    
  1976.2 0.5025505E-01 0.7526804E-01  9.110727      5.168667    
  1976.3 0.4995230E-01 0.7700112E-01  9.399928      5.168667    
  1976.4 0.4861289E-01 0.7733424E-01  9.358418      4.698000    
  1977.1 0.5237053E-01 0.7493048E-01  10.13198      4.624000    
  1977.2 0.5322227E-01 0.7104693E-01  10.63381      4.828667    
  1977.3 0.5580167E-01 0.6864221E-01  9.817004      5.472000    
  1977.4 0.6340406E-01 0.6612385E-01  8.702874      6.137000    
  1978.1 0.7085203E-01 0.6326666E-01  8.319910      6.408000    
  1978.2 0.7665692E-01 0.5999476E-01  8.617426      6.481000    
  1978.3 0.8418702E-01 0.6021465E-01  8.598521      7.315333    
  1978.4 0.8657522E-01 0.5883992E-01  6.951899      8.680333    
  1979.1 0.8990836E-01 0.5877879E-01  6.067645      9.357667    
  1979.2 0.9072545E-01 0.5714052E-01  5.597645      9.372333    
  1979.3 0.8882209E-01 0.5868435E-01  5.985432      9.631333    
  1979.4 0.8591705E-01 0.5940129E-01  9.285266      11.80367    
  1980.1 0.8061437E-01 0.6296949E-01  10.30860      13.45867    
  1980.2 0.7453063E-01 0.7323656E-01  8.766863      10.04933    
  1980.3 0.7327000E-01 0.7680771E-01  9.968139      9.235333    
  1980.4 0.7008721E-01 0.7398623E-01  15.22426      13.70967    
  1981.1 0.7004622E-01 0.7426606E-01  17.03741      14.36900    
  1981.2 0.7328583E-01 0.7398937E-01  15.64569      14.82900    
  1981.3 0.7665358E-01 0.7417361E-01  12.76509      15.08733    
  1981.4 0.7852613E-01 0.8241053E-01  13.16949      12.02267    
  1982.1 0.7777445E-01 0.8843563E-01  15.79815      12.89500    
  1982.2 0.8262961E-01 0.9425762E-01  13.95278      12.35900    
  1982.3 0.8542741E-01 0.9942961E-01  9.101897      9.705333    
  1982.4 0.8719128E-01 0.1067659      7.474623      7.935000    
  1983.1 0.8885379E-01 0.1039701      7.946056      8.081333    
  1983.2 0.8409993E-01 0.1010214      8.783095      8.420667    
  1983.3 0.7598181E-01 0.9360138E-01  9.644491      9.186667    
  1983.4 0.6965316E-01 0.8541760E-01  9.628771      8.793333    
  1984.1 0.6517664E-01 0.7871758E-01  9.777637      9.133333    
  1984.2 0.6044322E-01 0.7478733E-01  10.10169      9.843333    
  1984.3 0.5582911E-01 0.7451999E-01  10.44447      10.34333    
  1984.4 0.5130978E-01 0.7283015E-01  10.46866      8.973333    
  1985.1 0.5089624E-01 0.7279936E-01  10.03834      8.183333    
  1985.2 0.4632827E-01 0.7288834E-01  10.52270      7.523333    
  1985.3 0.3958714E-01 0.7210537E-01  11.44322      7.103333    
  1985.4 0.4412306E-01 0.7054201E-01  9.186695      7.146667    
  1986.1 0.5061463E-01 0.7015712E-01  7.028330      6.886667    
  1986.2 0.4950641E-01 0.7180384E-01  7.577703      6.130000    
  1986.3 0.4610661E-01 0.6991001E-01  9.189835      5.533333    
  1986.4 0.5070767E-01 0.6835172E-01  7.024490      5.340000    
  1987.1 0.5250288E-01 0.6620689E-01  5.657382      5.533333    
  1987.2 0.5342078E-01 0.6280795E-01  5.804731      5.733333    
  1987.3 0.5504475E-01 0.6014193E-01  6.293082      6.033333    
  1987.4 0.5765693E-01 0.5868976E-01  5.946785      6.003333    
  1988.1 0.5793675E-01 0.5727587E-01  5.048440      5.760000    
  1988.2 0.5951342E-01 0.5487146E-01  4.828255      6.230000    
  1988.3 0.5811808E-01 0.5492451E-01  5.018326      6.993333    
  1988.4 0.5448756E-01 0.5350265E-01  4.859829      7.703333    
  1989.1 0.5217604E-01 0.5215423E-01  5.634359      8.533333    
  1989.2 0.4846527E-01 0.5244464E-01  5.952133      8.440000    
  1989.3 0.4490270E-01 0.5277223E-01  5.090867      7.850000    
  1989.4 0.4758328E-01 0.5373561E-01  4.582103      7.633333    
  1990.1 0.4778334E-01 0.5300361E-01  4.562493      7.756667    
  1990.2 0.4861567E-01 0.5337414E-01  4.434798      7.766667    
  1990.3 0.5283762E-01 0.5687498E-01  3.525403      7.493333    
  1990.4 0.5561805E-01 0.6113686E-01  3.012550      7.023333    
  1991.1 0.6010637E-01 0.6574073E-01  2.355176      6.053333    
  1991.2 0.6229027E-01 0.6823443E-01  2.244928      5.593333    
  1991.3 0.6249082E-01 0.6853392E-01  2.230223      5.406667    
  1991.4 0.6523681E-01 0.7096660E-01  1.488437      4.583333    
  1992.1 0.6498547E-01 0.7379080E-01  1.255872      3.910000    
  1992.2 0.6240829E-01 0.7594573E-01  1.945030      3.723333    
  1992.3 0.5721038E-01 0.7626478E-01  2.750619      3.130000    
  1992.4 0.5532970E-01 0.7406133E-01  3.150646      3.076667    
  1993.1 0.5390870E-01 0.7149713E-01  3.705557      2.993333    
  1993.2 0.5513998E-01 0.7068857E-01  3.137764      2.983333    
  1993.3 0.5763691E-01 0.6799552E-01  2.540883      3.020000    
  1993.4 0.5813651E-01 0.6619143E-01  2.881652      3.080000    
  1994.1 0.6301370E-01 0.6555817E-01  2.739939      3.250000    
  1994.2 0.6840301E-01 0.6165512E-01  2.011227      4.036667    
  1994.3 0.7259828E-01 0.6001291E-01 0.8032678      4.510000    
  1994.4 0.7372497E-01 0.5619378E-01 0.4685516      5.283333    
  1995.1 0.7248208E-01 0.5477964E-01 0.4606216      5.780000    
  1995.2 0.7091472E-01 0.5674622E-01 0.4700756      5.623333    
  1995.3 0.6966112E-01 0.5658385E-01 0.4463600      5.380000    
  1995.4 0.6780627E-01 0.5572015E-01 0.6265666      5.270000    
  1996.1 0.6426799E-01 0.5545427E-01  1.825409      4.950000    
  1996.2 0.6307293E-01 0.5470120E-01  2.509559      5.040000    
  1996.3 0.6212570E-01 0.5259294E-01  2.385849      5.136667    
  1996.4 0.6116298E-01 0.5310254E-01  2.521890      4.970000    
  1997.1 0.6295716E-01 0.5223738E-01  2.686523      5.063333    
  1997.2 0.6141938E-01 0.4974959E-01  2.514241      5.073333    
  1997.3 0.6000736E-01 0.4858023E-01  2.953579      5.056667    
  1997.4 0.5795115E-01 0.4680572E-01  3.504936      5.086667    
  1998.1 0.5397102E-01 0.4637954E-01  3.904686      5.053333    
  1998.2 0.4936588E-01 0.4414228E-01  4.311718      4.976667    
  1998.3 0.4337552E-01 0.4528502E-01  5.020709      4.823333    
  1998.4 0.4144018E-01 0.4429607E-01  5.299762      4.253333    
  1999.1 0.3542811E-01 0.4284456E-01  5.128247      4.406667    
  1999.2 0.3451154E-01 0.4248440E-01  5.270273      4.453333    
  1999.3 0.3940138E-01 0.4243400E-01  4.824656      4.650000    
  1999.4 0.4477066E-01 0.4077788E-01  3.965379      5.043333    
  2000.1 0.4247460E-01 0.4048765E-01  4.176050      5.520000    
  2000.2 0.4618160E-01 0.3947782E-01  4.280276      5.713333    
  2000.3 0.5542236E-01 0.4030117E-01  3.171375      6.016667    
  2000.4 0.6243530E-01 0.3918419E-01  1.982393      6.016667    
  2001.1 0.6172259E-01 0.4230321E-01  2.049215      4.816667    
  2001.2 0.5749752E-01 0.4411448E-01  3.640475      3.660000    
  2001.3 0.5432005E-01 0.4819249E-01  4.892501      3.170000    
  2001.4 0.5278348E-01 0.5537421E-01  5.772755      1.906667    
  2002.1 0.4563538E-01 0.5705425E-01  6.653701      1.820000    
  2002.2 0.4389599E-01 0.5845793E-01  6.513914      1.716667    
  2002.3 0.4481527E-01 0.5732000E-01  6.393141      1.643333    
  2002.4 0.4742305E-01 0.5851777E-01  6.797439      1.333333    
  2003.1 0.4990777E-01 0.5873963E-01  6.293454      1.156667    
  2003.2 0.5321393E-01 0.6152488E-01  4.958317      1.043333    
  2003.3 0.5768438E-01 0.6107130E-01  4.635701     0.9300000    
  2003.4 0.5780291E-01 0.5820932E-01  4.871034     0.9166667    
  2004.1 0.5565097E-01 0.5687648E-01  5.384754     0.9166667    
  2004.2 0.5632572E-01 0.5595400E-01  5.309369      1.076667    
  2004.3 0.4997237E-01 0.5440757E-01  6.167079      1.486667    
  2004.4 0.4857563E-01 0.5396538E-01  5.897520      2.006667    
  2005.1 0.4963952E-01 0.5292068E-01  5.221226      2.536667    
  2005.2 0.5117202E-01 0.5115378E-01  4.887340      2.863333    
  2005.3 0.5015200E-01 0.4975337E-01  4.540106      3.360000    
  2005.4 0.4904067E-01 0.4964352E-01  4.107629      3.826667    
  2006.1 0.4987566E-01 0.4731667E-01  3.888998      4.393333    
  2006.2 0.4985428E-01 0.4666969E-01  3.719076      4.703333    
  2006.3 0.5002251E-01 0.4655398E-01  4.165333      4.906667    
  2006.4 0.4837673E-01 0.4466963E-01  4.550255      4.903333    
  2007.1 0.4704443E-01 0.4536088E-01  4.877460      4.983333    
  2007.2 0.4704542E-01 0.4507805E-01  4.467755      4.736667    
  2007.3 0.4650021E-01 0.4670151E-01  4.184791      4.303333    
  2007.4 0.4294772E-01 0.4813029E-01  4.745189      3.390000    
  2008.1 0.4408193E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.4664948E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5052574E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5510515E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6095294E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.6854325E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.7429544E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.7691866E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.7914866E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8169621E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.8732820E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9107669E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9521529E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9951240E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1028321     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1022996     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1000185     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9825004E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9391844E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8845407E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.8620798E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.8625493E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.8541486E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.8443166E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8553073E-01 0.7353172E-01 0.1315133     0.2222305    
  2014.2 0.8573929E-01 0.7371212E-01  0.000000     0.2267692    
  2014.3 0.8672437E-01 0.7344075E-01 0.1219801     0.2727381    
  2014.4 0.8597374E-01 0.7270034E-01 0.4518049     0.3896289    
  2015.1 0.8615254E-01 0.7163268E-01  1.180767     0.5446822    
  2015.2 0.8741518E-01 0.7041296E-01  1.563458     0.7056998    
  2015.3 0.8300971E-01 0.6919799E-01  2.948042     0.8622789    
  2015.4 0.7826214E-01 0.6810526E-01  2.003482      1.011500    
  2016.1 0.8206051E-01 0.6720077E-01  1.208344      1.148466    
  2016.2 0.7828133E-01 0.6650839E-01  1.981833      1.268463    
  2016.3 0.6985607E-01 0.6602361E-01  3.383489      1.370028    
  2016.4 0.6778684E-01 0.6572500E-01  2.865251      1.454232    
  2017.1 0.6664073E-01 0.6557762E-01  3.115820      1.523254    
  2017.2 0.7143144E-01 0.6554472E-01  3.754806      1.579320    
  2017.3 0.7905439E-01 0.6559437E-01  4.061172      1.624370    
  2017.4 0.8327047E-01 0.6569973E-01  2.642932      1.660170    
  2018.1 0.8862180E-01 0.6583532E-01  1.484470      1.688692    
  2018.2 0.9293271E-01 0.6598118E-01 0.6321791      1.711782    
  2018.3 0.9485516E-01 0.6612472E-01 0.3813612      1.730742    
  2018.4 0.9337535E-01 0.6625905E-01 0.6506468      1.746369    
  2019.1 0.9473191E-01 0.6637441E-01 0.7506833      1.759767    
  2019.2 0.9567692E-01 0.6646188E-01  0.000000      1.772234    
  2019.3 0.9527019E-01 0.6651811E-01  0.000000      1.784603    
  2019.4 0.9237804E-01 0.6654506E-01 0.4724488      1.797049    
  2020.1 0.8936987E-01 0.6654177E-01 0.2835815      1.809908    
  2020.2 0.8938501E-01 0.6650849E-01 0.1619942      1.823601    
  2020.3 0.8693017E-01 0.6644969E-01 0.1838605      1.838160    
  2020.4 0.8459942E-01 0.6637212E-01 0.1322407      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.360047679509E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.338002775060E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.36442011641E-06  0.32226044577E-05  0.42757206296E-05

X VALUES

  0.52274324333E+00  0.11034942069E+01 -0.18601363657E+00

MEAN OF DEPENDENT VARIABLE   749999.215501362

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.522743243       0.022301749   23.43956
  2       1.100000000       1.103494207       0.069327237   15.91718
  3      -0.100000000      -0.186013637       0.067364720   -2.76129

SE of equation          =      0.012871971
Sum of squared residuals =  0.338002775E-01   0.409482146E-01
Sum of ABS residuals     =  0.928754155    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97193

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.179655281627E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     137 IER= 4 F=  0.104762169481E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.16388482791E-06  0.27498617321E-06  0.27073194071E-06

X VALUES

  0.64312229180E+00  0.88492946109E+00  0.48419379302E-01

MEAN OF DEPENDENT VARIABLE   749999.242661419

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.643122292       0.016410271   39.19023
  2       1.100000000       0.884929461       0.069664338   12.70276
  3      -0.100000000       0.048419379       0.065173597    0.74293

SE of equation          =      0.007166171
Sum of squared residuals =  0.104762169E-01  -0.266303112E-01
Sum of ABS residuals     =  0.596818399    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95019

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.475237397032E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.430790932219E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.53022546533E-07  0.15269425046E-06  0.17967167879E-06

X VALUES

  0.49782850678E+00  0.12369525724E+01 -0.29241902210E+00

MEAN OF DEPENDENT VARIABLE   749999.259065291

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.497828507       0.032777604   15.18807
  2       1.100000000       1.236952572       0.074895373   16.51574
  3      -0.100000000      -0.292419022       0.072995430   -4.00599

SE of equation          =      0.014978995
Sum of squared residuals =  0.430790932E-01  -0.101163001E-02
Sum of ABS residuals     =   1.01713522    
R squared                =    1.00000
Durbin-Watson statistic  =    1.79344

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.441172489870E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     122 IER= 4 F=  0.329994193363E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.15900323956E-06  0.14976369098E-06  0.53960739233E-07

X VALUES

  0.47214934579E+00  0.14219357256E+01 -0.45762402024E+00

MEAN OF DEPENDENT VARIABLE   749999.240259485

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.472149346       0.019778885   23.87138
  2       1.100000000       1.421935726       0.061872443   22.98173
  3      -0.100000000      -0.457624020       0.059311343   -7.71562

SE of equation          =      0.012718564
Sum of squared residuals =  0.329994193E-01  -0.259692511    
Sum of ABS residuals     =   1.09689020    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99294

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.634101044662E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      97 IER= 3 F=  0.634001709155E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.74990734389E-06 -0.62317111610E-05 -0.37425405566E-05

X VALUES

  0.48223387638E+00  0.11430040638E+01 -0.18546056106E+00

MEAN OF DEPENDENT VARIABLE   749999.252242242

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.482233876       1.010834431    0.47707
  2       1.100000000       1.143004064       2.461123270    0.46442
  3      -0.100000000      -0.185460561       2.354841570   -0.07876

SE of equation          =      0.557481077
Sum of squared residuals =   63.4001709        8.29867009    
Sum of ABS residuals     =   10.1426955    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97108

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.387933179713E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=     101 IER= 4 F=  0.386517671688E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.90731318686E-06 -0.27074182023E-04 -0.28360054020E-04

X VALUES

  0.44138895316E+00  0.11443033251E+01 -0.23092972744E+00

MEAN OF DEPENDENT VARIABLE   749999.213399653

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.441388953       0.223467034    1.97519
  2       1.100000000       1.144303325       0.338203406    3.38348
  3      -0.100000000      -0.230929727       0.328808250   -0.70232

SE of equation          =      0.137647901
Sum of squared residuals =   3.86517672        2.61123742    
Sum of ABS residuals     =   5.27118755    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93072

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.836779593948E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      76 IER= 4 F=  0.746792195100E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.37745790439E-07  0.34238638179E-04  0.36538240715E-04

X VALUES

  0.78699374813E+00  0.13505117064E+01 -0.36991320359E+00

MEAN OF DEPENDENT VARIABLE   749999.430590256

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.786993748       0.113170053    6.95408
  2       1.100000000       1.350511706       0.075976090   17.77548
  3      -0.100000000      -0.369913204       0.076152786   -4.85751

SE of equation          =      0.067480449
Sum of squared residuals =  0.746792195        1.59408472    
Sum of ABS residuals     =   5.01523574    
R squared                =    1.00000
Durbin-Watson statistic  =    1.90216

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.473308569963E+00

TERMINATION. ITERS=    8 FUNCTION EVALS=     126 IER= 4 F=  0.421433956593E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.25282254327E-06  0.26793436357E-07 -0.10307224611E-05

X VALUES

  0.67545855494E+00  0.80366695038E+00 -0.25922439490E+00

MEAN OF DEPENDENT VARIABLE   749999.301239464

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.675458555       0.036968067   18.27141
  2       1.100000000       0.803666950       0.109630288    7.33070
  3      -0.100000000      -0.259224395       0.109332638   -2.37097

SE of equation          =      0.045451653
Sum of squared residuals =  0.421433957        1.66468637    
Sum of ABS residuals     =   3.89957147    
R squared                =    1.00000
Durbin-Watson statistic  =    1.67383

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.526528742055E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      82 IER= 4 F=  0.481588461376E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.25115847449E-04  0.72266381032E-05  0.23784437418E-07

X VALUES

  0.63490450881E+00  0.10249706982E+01 -0.16736366611E+00

MEAN OF DEPENDENT VARIABLE   749999.266068664

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.634904509       0.109435572    5.80163
  2       1.100000000       1.024970698       0.081001500   12.65372
  3      -0.100000000      -0.167363666       0.080217151   -2.08638

SE of equation          =      0.054189621
Sum of squared residuals =  0.481588461       0.498475048    
Sum of ABS residuals     =   3.44533150    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93367

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.234162304664E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.216280218084E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.22111837985E-06 -0.16361815772E-05 -0.88300626144E-06

X VALUES

  0.35579103300E+00  0.11055208065E+01 -0.19167601349E+00

MEAN OF DEPENDENT VARIABLE   749999.285337183

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.355791033       0.080396067    4.42548
  2       1.100000000       1.105520806       0.078092846   14.15649
  3      -0.100000000      -0.191676013       0.078526729   -2.44090

SE of equation          =      0.037234549
Sum of squared residuals =  0.216280218        1.12009932    
Sum of ABS residuals     =   2.68346484    
R squared                =    1.00000
Durbin-Watson statistic  =    1.74111

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.340958385612E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.310510846105E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.54352973959E-05  0.22593436578E-04  0.21855424813E-04

X VALUES

  0.47346997572E+00  0.93503968768E+00 -0.25757905536E+00

MEAN OF DEPENDENT VARIABLE   749999.283726845

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.473469976       0.041371124   11.44446
  2       1.100000000       0.935039688       0.106810808    8.75417
  3      -0.100000000      -0.257579055       0.102520503   -2.51246

SE of equation          =      0.039014254
Sum of squared residuals =  0.310510846        1.47586245    
Sum of ABS residuals     =   3.65794071    
R squared                =    1.00000
Durbin-Watson statistic  =    1.65902

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.681508286619E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      47 IER= 3 F=  0.652116116267E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.54964186754E-12  0.55916841279E-12

X VALUES

  0.12624391106E+01 -0.49637238050E+00

MEAN OF DEPENDENT VARIABLE   749999.263723753

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.262439111       0.215285131    5.86403
  2      -0.100000000      -0.496372380       0.214570330   -2.31333

SE of equation          =      0.023710105
Sum of squared residuals =  0.652116116E-01   0.578284365    
Sum of ABS residuals     =   1.20986894    
R squared                =    1.00000
Durbin-Watson statistic  =    1.34851

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.304087356030E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      41 IER= 3 F=  0.292326813629E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.32107403314E-11  0.13871989977E-10

X VALUES

  0.95090633391E+00 -0.20008359047E-01

MEAN OF DEPENDENT VARIABLE   749999.278470247

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.950906334       0.094094140   10.10590
  2      -0.100000000      -0.020008359       0.091915974   -0.21768

SE of equation          =      0.037854651
Sum of squared residuals =  0.292326814        1.59784682    
Sum of ABS residuals     =   3.56822869    
R squared                =    1.00000
Durbin-Watson statistic  =    1.79866

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4956599E-01 0.5234225E-01  1.092329      1.083667    
  1954.2 0.5928401E-01 0.5783462E-01 0.9142714     0.8143333    
  1954.3 0.6433376E-01 0.5970489E-01  2.008409     0.8696667    
  1954.4 0.6672184E-01 0.5361334E-01 0.7750770      1.036333    
  1955.1 0.6997385E-01 0.4710636E-01  0.000000      1.256333    
  1955.2 0.6806184E-01 0.4380454E-01 0.9334337      1.614333    
  1955.3 0.6432310E-01 0.4109694E-01  1.910003      1.861333    
  1955.4 0.5930994E-01 0.4208878E-01  2.930410      2.349333    
  1956.1 0.5972060E-01 0.4031458E-01  2.337289      2.379333    
  1956.2 0.6155223E-01 0.4190614E-01  1.670160      2.596667    
  1956.3 0.5976237E-01 0.4128671E-01  1.504548      2.596667    
  1956.4 0.5487067E-01 0.4100540E-01  1.679807      3.063667    
  1957.1 0.5591833E-01 0.3946671E-01  1.907327      3.171667    
  1957.2 0.4977314E-01 0.4062513E-01  2.927345      3.157000    
  1957.3 0.3568633E-01 0.4207225E-01  4.634260      3.382333    
  1957.4 0.2813731E-01 0.4923487E-01  4.717679      3.343333    
  1958.1 0.2342972E-01 0.6275076E-01  4.960459      1.838000    
  1958.2 0.2181433E-01 0.7359928E-01  5.505958      1.017667    
  1958.3 0.2365328E-01 0.7309055E-01  5.000143      1.710667    
  1958.4 0.2458911E-01 0.6352766E-01  4.829401      2.787667    
  1959.1 0.2760325E-01 0.5798631E-01  5.603062      2.800333    
  1959.2 0.3061154E-01 0.5104500E-01  5.624689      3.019333    
  1959.3 0.4808947E-01 0.5287044E-01  3.256860      3.533000    
  1959.4 0.6267686E-01 0.5592834E-01  1.738087      4.299333    
  1960.1 0.6740707E-01 0.5159512E-01  1.422854      3.943000    
  1960.2 0.6700860E-01 0.5225835E-01  2.196469      3.092333    
  1960.3 0.6565540E-01 0.5549938E-01  3.098602      2.390333    
  1960.4 0.6314725E-01 0.6251647E-01  3.930033      2.360667    
  1961.1 0.6328030E-01 0.6773354E-01  3.510888      2.376667    
  1961.2 0.6466955E-01 0.6971717E-01  2.510333      2.324667    
  1961.3 0.6283851E-01 0.6749309E-01  2.122418      2.324667    
  1961.4 0.6006817E-01 0.6171891E-01  2.015174      2.475000    
  1962.1 0.6008362E-01 0.5614436E-01  1.014767      2.739000    
  1962.2 0.6321170E-01 0.5482584E-01  0.000000      2.716000    
  1962.3 0.6839279E-01 0.5539051E-01  0.000000      2.858000    
  1962.4 0.7572198E-01 0.5505923E-01  0.000000      2.803333    
  1963.1 0.7854051E-01 0.5779253E-01 0.4800904      2.909000    
  1963.2 0.7712808E-01 0.5680856E-01 0.7873965      2.941333    
  1963.3 0.7490098E-01 0.5493742E-01 0.6503723      3.280667    
  1963.4 0.7736667E-01 0.5572673E-01 0.3404399      3.499333    
  1964.1 0.8278810E-01 0.5457706E-01  0.000000      3.538000    
  1964.2 0.8566676E-01 0.5220257E-01  0.000000      3.481333    
  1964.3 0.9169542E-01 0.4989598E-01  0.000000      3.504000    
  1964.4 0.9219521E-01 0.4953597E-01 0.1421002      3.685000    
  1965.1 0.9359063E-01 0.4871666E-01 0.2541855      3.899667    
  1965.2 0.9544800E-01 0.4655354E-01 0.5499239E-01  3.879000    
  1965.3 0.9056197E-01 0.4351989E-01  1.389922      3.859667    
  1965.4 0.8373479E-01 0.4102298E-01 0.9333035      4.158667    
  1966.1 0.7792922E-01 0.3848268E-01 0.3175799      4.630667    
  1966.2 0.7179027E-01 0.3807639E-01 0.8007461      4.597333    
  1966.3 0.7175253E-01 0.3750700E-01  1.385746      5.047667    
  1966.4 0.6839435E-01 0.3683286E-01  2.010538      5.246000    
  1967.1 0.6097033E-01 0.3809930E-01  2.309820      4.533667    
  1967.2 0.5306122E-01 0.3806934E-01  2.636510      3.657333    
  1967.3 0.4914361E-01 0.3784696E-01  3.992272      4.344667    
  1967.4 0.4312561E-01 0.3915978E-01  6.134294      4.787333    
  1968.1 0.3337504E-01 0.3728355E-01  7.205970      5.064667    
  1968.2 0.3107370E-01 0.3537721E-01  7.099898      5.510000    
  1968.3 0.3151936E-01 0.3510557E-01  7.155290      5.226333    
  1968.4 0.3593197E-01 0.3392130E-01  7.637710      5.580667    
  1969.1 0.4149991E-01 0.3376971E-01  7.692797      6.137667    
  1969.2 0.4957987E-01 0.3424592E-01  6.855012      6.240000    
  1969.3 0.5434316E-01 0.3590757E-01  7.211272      7.046667    
  1969.4 0.5911478E-01 0.3581941E-01  5.580530      7.317667    
  1970.1 0.6292896E-01 0.4159508E-01  4.742360      7.262667    
  1970.2 0.6140627E-01 0.4746577E-01  5.085645      6.752333    
  1970.3 0.6153324E-01 0.5169088E-01  5.738928      6.374667    
  1970.4 0.5577019E-01 0.5802797E-01  5.053127      5.358333    
  1971.1 0.5180152E-01 0.5914467E-01  4.844889      3.863333    
  1971.2 0.4657072E-01 0.5907857E-01  5.700189      4.206000    
  1971.3 0.3874901E-01 0.5983336E-01  6.795918      5.050333    
  1971.4 0.3497874E-01 0.5954344E-01  7.653656      4.234333    
  1972.1 0.3270755E-01 0.5768041E-01  9.280152      3.435333    
  1972.2 0.4259450E-01 0.5658509E-01  7.536476      3.748333    
  1972.3 0.4292942E-01 0.5584112E-01  6.379210      4.241333    
  1972.4 0.3980005E-01 0.5304486E-01  8.733455      4.851333    
  1973.1 0.3917454E-01 0.4950510E-01  11.04285      5.639667    
  1973.2 0.3895297E-01 0.4889844E-01  11.49733      6.608333    
  1973.3 0.4400626E-01 0.4793204E-01  10.55188      8.388333    
  1973.4 0.5469739E-01 0.4769321E-01  9.550084      7.461667    
  1974.1 0.6618896E-01 0.5085049E-01  8.181233      7.600333    
  1974.2 0.7616941E-01 0.5161500E-01  7.131343      8.268000    
  1974.3 0.8119539E-01 0.5583721E-01  6.884686      8.286333    
  1974.4 0.8445642E-01 0.6556479E-01  6.329015      7.336000    
  1975.1 0.8669213E-01 0.8217515E-01  6.695030      5.873333    
  1975.2 0.8555689E-01 0.8828988E-01  7.108362      5.400667    
  1975.3 0.8683027E-01 0.8467753E-01  6.890113      6.336667    
  1975.4 0.9105951E-01 0.8259670E-01  5.890062      5.684333    
  1976.1 0.9365438E-01 0.7723461E-01  4.721441      4.953333    
  1976.2 0.9561505E-01 0.7526804E-01  4.508388      5.168667    
  1976.3 0.9414396E-01 0.7700112E-01  4.827782      5.168667    
  1976.4 0.9322487E-01 0.7733424E-01  4.815404      4.698000    
  1977.1 0.9072777E-01 0.7493048E-01  4.950798      4.624000    
  1977.2 0.9382245E-01 0.7104693E-01  4.521304      4.828667    
  1977.3 0.9367482E-01 0.6864221E-01  3.504112      5.472000    
  1977.4 0.9483295E-01 0.6612385E-01  3.094742      6.137000    
  1978.1 0.9453345E-01 0.6326666E-01  2.992712      6.408000    
  1978.2 0.9070804E-01 0.5999476E-01  3.591484      6.481000    
  1978.3 0.8721542E-01 0.6021465E-01  4.117496      7.315333    
  1978.4 0.8460129E-01 0.5883992E-01  4.193930      8.680333    
  1979.1 0.7971840E-01 0.5877879E-01  4.493174      9.357667    
  1979.2 0.7569054E-01 0.5714052E-01  4.600771      9.372333    
  1979.3 0.7403924E-01 0.5868435E-01  5.460016      9.631333    
  1979.4 0.7516632E-01 0.5940129E-01  10.45497      11.80367    
  1980.1 0.7856578E-01 0.6296949E-01  10.39310      13.45867    
  1980.2 0.7926715E-01 0.7323656E-01  8.451969      10.04933    
  1980.3 0.8380965E-01 0.7680771E-01  12.34233      9.235333    
  1980.4 0.8853873E-01 0.7398623E-01  16.64318      13.70967    
  1981.1 0.9414250E-01 0.7426606E-01  13.74199      14.36900    
  1981.2 0.1025227     0.7398937E-01  13.59843      14.82900    
  1981.3 0.1111323     0.7417361E-01  11.88921      15.08733    
  1981.4 0.1163481     0.8241053E-01  12.67049      12.02267    
  1982.1 0.1195197     0.8843563E-01  13.81824      12.89500    
  1982.2 0.1198057     0.9425762E-01  10.49629      12.35900    
  1982.3 0.1169854     0.9942961E-01  9.216149      9.705333    
  1982.4 0.1144403     0.1067659      9.026045      7.935000    
  1983.1 0.1082707     0.1039701      9.024461      8.081333    
  1983.2 0.9973893E-01 0.1010214      8.953698      8.420667    
  1983.3 0.9253409E-01 0.9360138E-01  9.878880      9.186667    
  1983.4 0.8583610E-01 0.8541760E-01  11.22521      8.793333    
  1984.1 0.8149366E-01 0.7871758E-01  11.99438      9.133333    
  1984.2 0.7841906E-01 0.7478733E-01  11.61583      9.843333    
  1984.3 0.7585392E-01 0.7451999E-01  11.17636      10.34333    
  1984.4 0.7485795E-01 0.7283015E-01  11.00007      8.973333    
  1985.1 0.7075764E-01 0.7279936E-01  11.62686      8.183333    
  1985.2 0.6966025E-01 0.7288834E-01  11.77748      7.523333    
  1985.3 0.6589325E-01 0.7210537E-01  12.39107      7.103333    
  1985.4 0.6265019E-01 0.7054201E-01  11.89519      7.146667    
  1986.1 0.6140712E-01 0.7015712E-01  11.04461      6.886667    
  1986.2 0.6037032E-01 0.7180384E-01  10.84756      6.130000    
  1986.3 0.5988294E-01 0.6991001E-01  11.14430      5.533333    
  1986.4 0.5962546E-01 0.6835172E-01  10.89286      5.340000    
  1987.1 0.6415057E-01 0.6620689E-01  9.189003      5.533333    
  1987.2 0.6829512E-01 0.6280795E-01  6.862787      5.733333    
  1987.3 0.7327786E-01 0.6014193E-01  5.713148      6.033333    
  1987.4 0.7877815E-01 0.5868976E-01  4.112484      6.003333    
  1988.1 0.7923184E-01 0.5727587E-01  3.316858      5.760000    
  1988.2 0.7909470E-01 0.5487146E-01  3.334767      6.230000    
  1988.3 0.7388278E-01 0.5492451E-01  3.463022      6.993333    
  1988.4 0.6572073E-01 0.5350265E-01  3.341731      7.703333    
  1989.1 0.5837836E-01 0.5215423E-01  4.320121      8.533333    
  1989.2 0.5259269E-01 0.5244464E-01  5.686555      8.440000    
  1989.3 0.5188660E-01 0.5277223E-01  6.499106      7.850000    
  1989.4 0.4933089E-01 0.5373561E-01  5.494042      7.633333    
  1990.1 0.5142851E-01 0.5300361E-01  4.380612      7.756667    
  1990.2 0.5351444E-01 0.5337414E-01  3.672312      7.766667    
  1990.3 0.5695825E-01 0.5687498E-01  3.187605      7.493333    
  1990.4 0.6214632E-01 0.6113686E-01  2.199793      7.023333    
  1991.1 0.6487480E-01 0.6574073E-01  1.579686      6.053333    
  1991.2 0.6621929E-01 0.6823443E-01  1.563986      5.593333    
  1991.3 0.6735251E-01 0.6853392E-01  1.392125      5.406667    
  1991.4 0.6667158E-01 0.7096660E-01  1.253816      4.583333    
  1992.1 0.6265470E-01 0.7379080E-01  1.414722      3.910000    
  1992.2 0.5881817E-01 0.7594573E-01  1.746728      3.723333    
  1992.3 0.5601164E-01 0.7626478E-01  1.764364      3.130000    
  1992.4 0.5432140E-01 0.7406133E-01  1.954612      3.076667    
  1993.1 0.5267582E-01 0.7149713E-01  2.305570      2.993333    
  1993.2 0.5285440E-01 0.7068857E-01  2.481228      2.983333    
  1993.3 0.5418425E-01 0.6799552E-01  2.506510      3.020000    
  1993.4 0.5685191E-01 0.6619143E-01  2.541196      3.080000    
  1994.1 0.5819312E-01 0.6555817E-01  2.206577      3.250000    
  1994.2 0.5850596E-01 0.6165512E-01  2.274834      4.036667    
  1994.3 0.5796729E-01 0.6001291E-01  2.881962      4.510000    
  1994.4 0.5841893E-01 0.5619378E-01  3.742002      5.283333    
  1995.1 0.5808269E-01 0.5477964E-01  2.610957      5.780000    
  1995.2 0.5884653E-01 0.5674622E-01 0.9104701      5.623333    
  1995.3 0.6208043E-01 0.5658385E-01 0.2281160      5.380000    
  1995.4 0.6875415E-01 0.5572015E-01  0.000000      5.270000    
  1996.1 0.7030011E-01 0.5545427E-01 0.9296911E-02  4.950000    
  1996.2 0.7180253E-01 0.5470120E-01 0.3574201      5.040000    
  1996.3 0.7260680E-01 0.5259294E-01 0.4346207      5.136667    
  1996.4 0.7262350E-01 0.5310254E-01 0.2941124      4.970000    
  1997.1 0.7151828E-01 0.5223738E-01 0.7343023      5.063333    
  1997.2 0.6947694E-01 0.4974959E-01 0.9801430      5.073333    
  1997.3 0.6692979E-01 0.4858023E-01  1.309139      5.056667    
  1997.4 0.6296232E-01 0.4680572E-01  1.518839      5.086667    
  1998.1 0.6063462E-01 0.4637954E-01  1.818733      5.053333    
  1998.2 0.5880594E-01 0.4414228E-01  2.218852      4.976667    
  1998.3 0.5685187E-01 0.4528502E-01  2.685770      4.823333    
  1998.4 0.5552894E-01 0.4429607E-01  2.768180      4.253333    
  1999.1 0.5441568E-01 0.4284456E-01  2.778773      4.406667    
  1999.2 0.4872634E-01 0.4248440E-01  3.698284      4.453333    
  1999.3 0.4227410E-01 0.4243400E-01  4.940356      4.650000    
  1999.4 0.4495550E-01 0.4077788E-01  2.816597      5.043333    
  2000.1 0.4093451E-01 0.4048765E-01  2.966083      5.520000    
  2000.2 0.4189424E-01 0.3947782E-01  3.711158      5.713333    
  2000.3 0.4624015E-01 0.4030117E-01  3.496352      6.016667    
  2000.4 0.4761500E-01 0.3918419E-01  3.300660      6.016667    
  2001.1 0.4393374E-01 0.4230321E-01  4.240697      4.816667    
  2001.2 0.4179463E-01 0.4411448E-01  5.395954      3.660000    
  2001.3 0.4109738E-01 0.4819249E-01  5.761461      3.170000    
  2001.4 0.3933867E-01 0.5537421E-01  5.773524      1.906667    
  2002.1 0.3670321E-01 0.5705425E-01  6.011901      1.820000    
  2002.2 0.3633318E-01 0.5845793E-01  5.465781      1.716667    
  2002.3 0.3898241E-01 0.5732000E-01  5.435895      1.643333    
  2002.4 0.3910523E-01 0.5851777E-01  6.037329      1.333333    
  2003.1 0.3984803E-01 0.5873963E-01  6.685148      1.156667    
  2003.2 0.4069524E-01 0.6152488E-01  6.622303      1.043333    
  2003.3 0.4476941E-01 0.6107130E-01  6.507996     0.9300000    
  2003.4 0.4311784E-01 0.5820932E-01  5.328200     0.9166667    
  2004.1 0.4295860E-01 0.5687648E-01  5.035759     0.9166667    
  2004.2 0.4184181E-01 0.5595400E-01  5.560520      1.076667    
  2004.3 0.3586832E-01 0.5440757E-01  6.256013      1.486667    
  2004.4 0.3727287E-01 0.5396538E-01  6.181136      2.006667    
  2005.1 0.3846063E-01 0.5292068E-01  6.927667      2.536667    
  2005.2 0.3828371E-01 0.5115378E-01  7.394754      2.863333    
  2005.3 0.4115627E-01 0.4975337E-01  6.631418      3.360000    
  2005.4 0.4942879E-01 0.4964352E-01  5.349508      3.826667    
  2006.1 0.5884348E-01 0.4731667E-01  4.104595      4.393333    
  2006.2 0.6524386E-01 0.4666969E-01  3.255176      4.703333    
  2006.3 0.6915141E-01 0.4655398E-01  3.304986      4.906667    
  2006.4 0.6900250E-01 0.4466963E-01  3.421990      4.903333    
  2007.1 0.6503331E-01 0.4536088E-01  3.737127      4.983333    
  2007.2 0.5908770E-01 0.4507805E-01  4.162545      4.736667    
  2007.3 0.5321031E-01 0.4670151E-01  4.381086      4.303333    
  2007.4 0.4719922E-01 0.4813029E-01  4.862989      3.390000    
  2008.1 0.4162936E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.3918517E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.4114638E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.4386812E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.4924813E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.5482104E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.6164279E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.6619837E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.7688619E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.7557642E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.7183227E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.7365276E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.7331020E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.7422839E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.7822727E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8581886E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9509670E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1051504     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1013696     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9335283E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.8929432E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9170834E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.8460898E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7488852E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.6627383E-01 0.7353172E-01 0.7914627     0.2222305    
  2014.2 0.6184610E-01 0.7371212E-01  1.672051     0.2267692    
  2014.3 0.6112044E-01 0.7344075E-01  2.133060     0.2727381    
  2014.4 0.6377118E-01 0.7270034E-01  1.946957     0.3896289    
  2015.1 0.6793704E-01 0.7163268E-01  1.557769     0.5446822    
  2015.2 0.7170933E-01 0.7041296E-01  1.077955     0.7056998    
  2015.3 0.7580054E-01 0.6919799E-01  1.060124     0.8622789    
  2015.4 0.7755329E-01 0.6810526E-01  1.313403      1.011500    
  2016.1 0.7899792E-01 0.6720077E-01 0.4152733      1.148466    
  2016.2 0.7866065E-01 0.6650839E-01  0.000000      1.268463    
  2016.3 0.7935057E-01 0.6602361E-01  0.000000      1.370028    
  2016.4 0.8240919E-01 0.6572500E-01  0.000000      1.454232    
  2017.1 0.7972803E-01 0.6557762E-01 0.5188743      1.523254    
  2017.2 0.7983150E-01 0.6554472E-01 0.9299435      1.579320    
  2017.3 0.7814461E-01 0.6559437E-01  1.866974      1.624370    
  2017.4 0.7681090E-01 0.6569973E-01  1.541585      1.660170    
  2018.1 0.7805075E-01 0.6583532E-01  1.118363      1.688692    
  2018.2 0.7610523E-01 0.6598118E-01  1.823199      1.711782    
  2018.3 0.7664022E-01 0.6612472E-01  2.425437      1.730742    
  2018.4 0.7536143E-01 0.6625905E-01  2.959539      1.746369    
  2019.1 0.8395138E-01 0.6637441E-01  2.342760      1.759767    
  2019.2 0.8186097E-01 0.6646188E-01  2.208907      1.772234    
  2019.3 0.7405858E-01 0.6651811E-01  3.043558      1.784603    
  2019.4 0.7307991E-01 0.6654506E-01  2.290785      1.797049    
  2020.1 0.7131589E-01 0.6654177E-01  1.871902      1.809908    
  2020.2 0.7158888E-01 0.6650849E-01  2.184873      1.823601    
  2020.3 0.7136742E-01 0.6644969E-01  2.576371      1.838160    
  2020.4 0.7027035E-01 0.6637212E-01  2.707791      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.363321956633E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     131 IER= 1 F=  0.309821914922E-01
IER =  1 NO IMPROVEMENT FOR ANY VALUE OF LAMDA TRIED

GRADIENT VALUES

 -0.53677631268E-08 -0.67277410455E-08 -0.74409010254E-08

X VALUES

  0.53856362697E+00  0.77316001750E+00  0.18240133765E+00

MEAN OF DEPENDENT VARIABLE   749999.226648784

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.538563627       0.012495808   43.09954
  2       1.100000000       0.773160017       0.069664286   11.09837
  3      -0.100000000       0.182401338       0.067866238    2.68766

SE of equation          =      0.012323696
Sum of squared residuals =  0.309821915E-01  -0.298653046E-01
Sum of ABS residuals     =   1.01098647    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99818

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.221699768182E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     131 IER= 4 F=  0.125283110875E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.34460234711E-08 -0.10359680390E-06 -0.10797146098E-06

X VALUES

  0.61498951061E+00  0.94072289586E+00  0.10678652711E-01

MEAN OF DEPENDENT VARIABLE   749999.241419248

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.614989511       0.010872600   56.56324
  2       1.100000000       0.940722896       0.070480090   13.34736
  3      -0.100000000       0.010678653       0.066947304    0.15951

SE of equation          =      0.007836663
Sum of squared residuals =  0.125283111E-01  -0.740219928E-01
Sum of ABS residuals     =  0.606582808    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99795

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.747725192967E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     116 IER= 4 F=  0.669851387921E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.60835988166E-07 -0.57741460747E-07 -0.26444124668E-07

X VALUES

  0.41386542864E+00  0.93530920169E+00  0.52845270183E-02

MEAN OF DEPENDENT VARIABLE   749999.256383282

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.413865429       0.025134985   16.46571
  2       1.100000000       0.935309202       0.072960573   12.81938
  3      -0.100000000       0.005284527       0.071381139    0.07403

SE of equation          =      0.018678355
Sum of squared residuals =  0.669851388E-01   0.694760219E-01
Sum of ABS residuals     =   1.41844038    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92914

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.500679017573E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     119 IER= 4 F=  0.429790894659E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.72746389566E-06 -0.20346405389E-05 -0.20053996047E-05

X VALUES

  0.53738614383E+00  0.87047336562E+00  0.86297443794E-01

MEAN OF DEPENDENT VARIABLE   749999.258138450

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.537386144       0.015921408   33.75243
  2       1.100000000       0.870473366       0.070236096   12.39353
  3      -0.100000000       0.086297444       0.067780422    1.27319

SE of equation          =      0.014514882
Sum of squared residuals =  0.429790895E-01  -0.168063263    
Sum of ABS residuals     =   1.20033612    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96672

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.263384675138E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.263294047223E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.24552576279E-05 -0.15809117854E-04 -0.16707685386E-04

X VALUES

  0.48520976305E+00  0.88489769163E+00  0.71472581014E-01

MEAN OF DEPENDENT VARIABLE   749999.298364255

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.485209763       0.305224164    1.58968
  2       1.100000000       0.884897692       1.962651707    0.45087
  3      -0.100000000       0.071472581       1.883981134    0.03794

SE of equation          =      0.359257163
Sum of squared residuals =   26.3294047        5.81291421    
Sum of ABS residuals     =   7.18142814    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95764

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.227362863062E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      86 IER= 3 F=  0.225116956675E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.23515812662E-07  0.17222952445E-08 -0.31932810243E-07

X VALUES

  0.55171668751E+00  0.89730866714E+00 -0.36644913462E-01

MEAN OF DEPENDENT VARIABLE   749999.227907071

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.551716688       0.164693614    3.34996
  2       1.100000000       0.897308667       0.215397363    4.16583
  3      -0.100000000      -0.036644913       0.223499966   -0.16396

SE of equation          =      0.105048298
Sum of squared residuals =   2.25116957        1.98013796    
Sum of ABS residuals     =   5.03330808    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96412

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.101218139195E+01

TERMINATION. ITERS=    7 FUNCTION EVALS=     102 IER= 4 F=  0.758161243408E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.15442258260E-06 -0.28919403893E-05 -0.33580120217E-05

X VALUES

  0.10989493896E+01  0.10051715328E+01 -0.23726349526E-01

MEAN OF DEPENDENT VARIABLE   749999.327624694

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.098949390       0.082019161   13.39869
  2       1.100000000       1.005171533       0.080356307   12.50893
  3      -0.100000000      -0.023726350       0.080428582   -0.29500

SE of equation          =      0.067992164
Sum of squared residuals =  0.758161243        1.23487958    
Sum of ABS residuals     =   5.19420293    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94011

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.407427211149E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      79 IER= 4 F=  0.360382529669E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.18657132702E-05  0.18915536706E-05 -0.68862565897E-06

X VALUES

  0.55596431031E+00  0.85867217004E+00 -0.22916324554E+00

MEAN OF DEPENDENT VARIABLE   749999.270098378

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.555964310       0.044040345   12.62398
  2       1.100000000       0.858672170       0.097470108    8.80959
  3      -0.100000000      -0.229163246       0.099164841   -2.31093

SE of equation          =      0.042030715
Sum of squared residuals =  0.360382530        1.92524649    
Sum of ABS residuals     =   3.93346641    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68120

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.125208757993E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 3 F=  0.102251562141E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.14735962151E-07  0.10602448394E-07  0.32178900920E-07

X VALUES

  0.11815738611E+01  0.89645513571E+00  0.32189977046E-01

MEAN OF DEPENDENT VARIABLE   749999.271896561

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.181573861       0.136676961    8.64501
  2       1.100000000       0.896455136       0.079379289   11.29331
  3      -0.100000000       0.032189977       0.083956553    0.38341

SE of equation          =      0.078961075
Sum of squared residuals =   1.02251562        1.65183413    
Sum of ABS residuals     =   5.02274717    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94137

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.307855874502E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.264843783299E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.17925252140E-04  0.17133679955E-05  0.35748002375E-05

X VALUES

  0.31751443576E+00  0.78145498217E+00  0.16519967735E+00

MEAN OF DEPENDENT VARIABLE   749999.284749008

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.317514436       0.076962470    4.12557
  2       1.100000000       0.781454982       0.084492458    9.24881
  3      -0.100000000       0.165199677       0.082852253    1.99391

SE of equation          =      0.041203356
Sum of squared residuals =  0.264843783        1.29732978    
Sum of ABS residuals     =   2.72103217    
R squared                =    1.00000
Durbin-Watson statistic  =    1.74248

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.433762684301E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     108 IER= 4 F=  0.342564941725E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.11753548512E-06 -0.57027985759E-06  0.23431872896E-05

X VALUES

  0.72380297522E+00  0.62093924537E+00 -0.13907685964E+00

MEAN OF DEPENDENT VARIABLE   749999.273688597

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.723802975       0.035397678   20.44775
  2       1.100000000       0.620939245       0.097339295    6.37912
  3      -0.100000000      -0.139076860       0.095684136   -1.45350

SE of equation          =      0.040978530
Sum of squared residuals =  0.342564942        1.72421059    
Sum of ABS residuals     =   4.07876575    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72999

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.757588841345E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.665913943003E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.45101152260E-12  0.00000000000E+00

X VALUES

  0.10769626693E+01 -0.19715073265E+00

MEAN OF DEPENDENT VARIABLE   749999.260522900

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.076962669       0.133063873    8.09358
  2      -0.100000000      -0.197150733       0.125629432   -1.56930

SE of equation          =      0.023959627
Sum of squared residuals =  0.665913943E-01    1.06703787    
Sum of ABS residuals     =   1.21987935    
R squared                =    1.00000
Durbin-Watson statistic  =    1.34803

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.215171524000E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.209438029430E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.92144163836E-11  0.15005010775E-10

X VALUES

  0.93377899181E+00  0.18497537943E-01

MEAN OF DEPENDENT VARIABLE   749999.196810646

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.933778992       0.105596039    8.84294
  2      -0.100000000       0.018497538       0.102914754    0.17974

SE of equation          =      0.032041489
Sum of squared residuals =  0.209438029       0.692929024    
Sum of ABS residuals     =   3.19105196    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69250

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4956599E-01 0.5234225E-01  1.092329      1.083667    
  1954.2 0.5928401E-01 0.5783462E-01 0.9142714     0.8143333    
  1954.3 0.6433376E-01 0.5970489E-01  2.008409     0.8696667    
  1954.4 0.6672184E-01 0.5361334E-01 0.7750770      1.036333    
  1955.1 0.6704695E-01 0.4710636E-01  0.000000      1.256333    
  1955.2 0.7121339E-01 0.4380454E-01  0.000000      1.614333    
  1955.3 0.7001137E-01 0.4109694E-01  0.000000      1.861333    
  1955.4 0.7019752E-01 0.4208878E-01  0.000000      2.349333    
  1956.1 0.7115797E-01 0.4031458E-01  0.000000      2.379333    
  1956.2 0.6708224E-01 0.4190614E-01 0.4354880      2.596667    
  1956.3 0.6102178E-01 0.4128671E-01  1.183937      2.596667    
  1956.4 0.5603239E-01 0.4100540E-01  1.358286      3.063667    
  1957.1 0.4651587E-01 0.3946671E-01  2.248916      3.171667    
  1957.2 0.3946814E-01 0.4062513E-01  3.558976      3.157000    
  1957.3 0.2881376E-01 0.4207225E-01  5.904800      3.382333    
  1957.4 0.2141371E-01 0.4923487E-01  6.623265      3.343333    
  1958.1 0.1409252E-01 0.6275076E-01  7.667603      1.838000    
  1958.2 0.1266508E-01 0.7359928E-01  8.239424      1.017667    
  1958.3 0.1401673E-01 0.7309055E-01  8.154372      1.710667    
  1958.4 0.1701551E-01 0.6352766E-01  7.853428      2.787667    
  1959.1 0.2451880E-01 0.5798631E-01  6.830610      2.800333    
  1959.2 0.2733348E-01 0.5104500E-01  6.857052      3.019333    
  1959.3 0.4579494E-01 0.5287044E-01  6.040782      3.533000    
  1959.4 0.6177485E-01 0.5592834E-01  2.373637      4.299333    
  1960.1 0.7074580E-01 0.5159512E-01 0.8225922      3.943000    
  1960.2 0.7316472E-01 0.5225835E-01  1.252229      3.092333    
  1960.3 0.7214725E-01 0.5549938E-01  1.764027      2.390333    
  1960.4 0.6756158E-01 0.6251647E-01  2.206832      2.360667    
  1961.1 0.6149929E-01 0.6773354E-01  2.796937      2.376667    
  1961.2 0.5802756E-01 0.6971717E-01  3.438213      2.324667    
  1961.3 0.5143644E-01 0.6749309E-01  5.196442      2.324667    
  1961.4 0.4382630E-01 0.6171891E-01  4.822925      2.475000    
  1962.1 0.3927072E-01 0.5614436E-01  4.507911      2.739000    
  1962.2 0.3483197E-01 0.5482584E-01  4.957938      2.716000    
  1962.3 0.3472708E-01 0.5539051E-01  5.294784      2.858000    
  1962.4 0.3418142E-01 0.5505923E-01  4.988133      2.803333    
  1963.1 0.3870130E-01 0.5779253E-01  4.518626      2.909000    
  1963.2 0.3782027E-01 0.5680856E-01  5.079375      2.941333    
  1963.3 0.3473329E-01 0.5493742E-01  6.527297      3.280667    
  1963.4 0.3083310E-01 0.5572673E-01  7.225676      3.499333    
  1964.1 0.3173599E-01 0.5457706E-01  7.201278      3.538000    
  1964.2 0.3424415E-01 0.5220257E-01  6.991207      3.481333    
  1964.3 0.3153430E-01 0.4989598E-01  8.178375      3.504000    
  1964.4 0.3378613E-01 0.4953597E-01  8.199353      3.685000    
  1965.1 0.4051004E-01 0.4871666E-01  7.556983      3.899667    
  1965.2 0.4525870E-01 0.4655354E-01  6.606490      3.879000    
  1965.3 0.4966729E-01 0.4351989E-01  6.003856      3.859667    
  1965.4 0.5019783E-01 0.4102298E-01  5.632268      4.158667    
  1966.1 0.4804201E-01 0.3848268E-01  6.107200      4.630667    
  1966.2 0.4404974E-01 0.3807639E-01  6.482381      4.597333    
  1966.3 0.3922481E-01 0.3750700E-01  6.706446      5.047667    
  1966.4 0.3544836E-01 0.3683286E-01  7.223054      5.246000    
  1967.1 0.2911680E-01 0.3809930E-01  8.528949      4.533667    
  1967.2 0.2747348E-01 0.3806934E-01  9.082136      3.657333    
  1967.3 0.2792239E-01 0.3784696E-01  8.835671      4.344667    
  1967.4 0.2984807E-01 0.3915978E-01  8.848298      4.787333    
  1968.1 0.3137128E-01 0.3728355E-01  9.043036      5.064667    
  1968.2 0.3083121E-01 0.3537721E-01  9.040795      5.510000    
  1968.3 0.3313804E-01 0.3510557E-01  8.967854      5.226333    
  1968.4 0.3242774E-01 0.3392130E-01  7.949869      5.580667    
  1969.1 0.3636382E-01 0.3376971E-01  7.884889      6.137667    
  1969.2 0.3868615E-01 0.3424592E-01  7.804925      6.240000    
  1969.3 0.4303453E-01 0.3590757E-01  7.568115      7.046667    
  1969.4 0.4305606E-01 0.3581941E-01  6.336830      7.317667    
  1970.1 0.4777390E-01 0.4159508E-01  5.928068      7.262667    
  1970.2 0.5159883E-01 0.4746577E-01  5.548869      6.752333    
  1970.3 0.5283473E-01 0.5169088E-01  5.762669      6.374667    
  1970.4 0.4867963E-01 0.5802797E-01  6.541276      5.358333    
  1971.1 0.4609314E-01 0.5914467E-01  5.876161      3.863333    
  1971.2 0.4228305E-01 0.5907857E-01  4.965088      4.206000    
  1971.3 0.4062920E-01 0.5983336E-01  4.943404      5.050333    
  1971.4 0.4168744E-01 0.5954344E-01  4.633178      4.234333    
  1972.1 0.4020903E-01 0.5768041E-01  4.843491      3.435333    
  1972.2 0.4071156E-01 0.5658509E-01  5.735456      3.748333    
  1972.3 0.4647547E-01 0.5584112E-01  6.209461      4.241333    
  1972.4 0.4803422E-01 0.5304486E-01  6.693750      4.851333    
  1973.1 0.5013209E-01 0.4950510E-01  7.184983      5.639667    
  1973.2 0.5336256E-01 0.4889844E-01  7.815341      6.608333    
  1973.3 0.5493639E-01 0.4793204E-01  9.329251      8.388333    
  1973.4 0.5618531E-01 0.4769321E-01  8.235475      7.461667    
  1974.1 0.6038265E-01 0.5085049E-01  7.490032      7.600333    
  1974.2 0.6475036E-01 0.5161500E-01  6.962264      8.268000    
  1974.3 0.6878233E-01 0.5583721E-01  7.095895      8.286333    
  1974.4 0.7012116E-01 0.6556479E-01  7.290983      7.336000    
  1975.1 0.7143951E-01 0.8217515E-01  7.367931      5.873333    
  1975.2 0.7168349E-01 0.8828988E-01  6.925720      5.400667    
  1975.3 0.7358047E-01 0.8467753E-01  7.826664      6.336667    
  1975.4 0.7169815E-01 0.8259670E-01  9.193356      5.684333    
  1976.1 0.7007890E-01 0.7723461E-01  9.450872      4.953333    
  1976.2 0.6870340E-01 0.7526804E-01  9.252716      5.168667    
  1976.3 0.7176263E-01 0.7700112E-01  9.163334      5.168667    
  1976.4 0.7086499E-01 0.7733424E-01  7.855471      4.698000    
  1977.1 0.7679243E-01 0.7493048E-01  6.885955      4.624000    
  1977.2 0.7679073E-01 0.7104693E-01  7.460649      4.828667    
  1977.3 0.7334531E-01 0.6864221E-01  8.334912      5.472000    
  1977.4 0.7860308E-01 0.6612385E-01  5.968368      6.137000    
  1978.1 0.8222195E-01 0.6326666E-01  5.344180      6.408000    
  1978.2 0.8579352E-01 0.5999476E-01  5.768070      6.481000    
  1978.3 0.8770423E-01 0.6021465E-01  5.632579      7.315333    
  1978.4 0.8823275E-01 0.5883992E-01  5.288376      8.680333    
  1979.1 0.8837073E-01 0.5877879E-01  4.974166      9.357667    
  1979.2 0.8623421E-01 0.5714052E-01  4.962137      9.372333    
  1979.3 0.8002517E-01 0.5868435E-01  5.618086      9.631333    
  1979.4 0.7861039E-01 0.5940129E-01  10.53828      11.80367    
  1980.1 0.7224238E-01 0.6296949E-01  9.648625      13.45867    
  1980.2 0.6674904E-01 0.7323656E-01  8.168069      10.04933    
  1980.3 0.6483935E-01 0.7680771E-01  8.817438      9.235333    
  1980.4 0.6140458E-01 0.7398623E-01  12.96642      13.70967    
  1981.1 0.5840426E-01 0.7426606E-01  13.53818      14.36900    
  1981.2 0.6035381E-01 0.7398937E-01  14.60491      14.82900    
  1981.3 0.6322619E-01 0.7417361E-01  13.40489      15.08733    
  1981.4 0.6496093E-01 0.8241053E-01  13.59271      12.02267    
  1982.1 0.6609601E-01 0.8843563E-01  16.80539      12.89500    
  1982.2 0.6480441E-01 0.9425762E-01  16.81834      12.35900    
  1982.3 0.6756283E-01 0.9942961E-01  13.63228      9.705333    
  1982.4 0.6692636E-01 0.1067659      11.81359      7.935000    
  1983.1 0.6231543E-01 0.1039701      12.34445      8.081333    
  1983.2 0.5694001E-01 0.1010214      13.11303      8.420667    
  1983.3 0.5052833E-01 0.9360138E-01  13.17116      9.186667    
  1983.4 0.4541588E-01 0.8541760E-01  13.05310      8.793333    
  1984.1 0.4162312E-01 0.7871758E-01  12.78151      9.133333    
  1984.2 0.3631644E-01 0.7478733E-01  13.06469      9.843333    
  1984.3 0.3364115E-01 0.7451999E-01  13.37501      10.34333    
  1984.4 0.3490058E-01 0.7283015E-01  12.97822      8.973333    
  1985.1 0.3321505E-01 0.7279936E-01  12.62690      8.183333    
  1985.2 0.3386852E-01 0.7288834E-01  12.00720      7.523333    
  1985.3 0.3755990E-01 0.7210537E-01  11.76043      7.103333    
  1985.4 0.3991105E-01 0.7054201E-01  11.65013      7.146667    
  1986.1 0.4146817E-01 0.7015712E-01  11.23235      6.886667    
  1986.2 0.4291453E-01 0.7180384E-01  10.81899      6.130000    
  1986.3 0.4417508E-01 0.6991001E-01  11.07818      5.533333    
  1986.4 0.4550157E-01 0.6835172E-01  11.26196      5.340000    
  1987.1 0.4994086E-01 0.6620689E-01  11.36967      5.533333    
  1987.2 0.5282396E-01 0.6280795E-01  10.08423      5.733333    
  1987.3 0.5424109E-01 0.6014193E-01  8.325606      6.033333    
  1987.4 0.5966921E-01 0.5868976E-01  7.329087      6.003333    
  1988.1 0.5874136E-01 0.5727587E-01  6.969231      5.760000    
  1988.2 0.5566105E-01 0.5487146E-01  7.100433      6.230000    
  1988.3 0.5362322E-01 0.5492451E-01  7.159401      6.993333    
  1988.4 0.5189747E-01 0.5350265E-01  6.684611      7.703333    
  1989.1 0.4799672E-01 0.5215423E-01  6.915307      8.533333    
  1989.2 0.4528293E-01 0.5244464E-01  7.287224      8.440000    
  1989.3 0.4296238E-01 0.5277223E-01  7.283030      7.850000    
  1989.4 0.3964836E-01 0.5373561E-01  7.125706      7.633333    
  1990.1 0.3615868E-01 0.5300361E-01  6.964390      7.756667    
  1990.2 0.3163322E-01 0.5337414E-01  7.281256      7.766667    
  1990.3 0.3176382E-01 0.5687498E-01  7.542213      7.493333    
  1990.4 0.3557962E-01 0.6113686E-01  7.242192      7.023333    
  1991.1 0.3965070E-01 0.6574073E-01  6.880180      6.053333    
  1991.2 0.4908786E-01 0.6823443E-01  4.506591      5.593333    
  1991.3 0.4666520E-01 0.6853392E-01  3.378046      5.406667    
  1991.4 0.4135336E-01 0.7096660E-01  5.365272      4.583333    
  1992.1 0.3663535E-01 0.7379080E-01  6.510180      3.910000    
  1992.2 0.3559961E-01 0.7594573E-01  6.422092      3.723333    
  1992.3 0.3872123E-01 0.7626478E-01  5.998433      3.130000    
  1992.4 0.4080043E-01 0.7406133E-01  6.136540      3.076667    
  1993.1 0.4620466E-01 0.7149713E-01  5.865201      2.993333    
  1993.2 0.5018065E-01 0.7068857E-01  4.948991      2.983333    
  1993.3 0.5144211E-01 0.6799552E-01  4.306498      3.020000    
  1993.4 0.5425282E-01 0.6619143E-01  3.721991      3.080000    
  1994.1 0.5406451E-01 0.6555817E-01  4.416935      3.250000    
  1994.2 0.5456751E-01 0.6165512E-01  4.637878      4.036667    
  1994.3 0.5433474E-01 0.6001291E-01  4.268555      4.510000    
  1994.4 0.5438622E-01 0.5619378E-01  4.195235      5.283333    
  1995.1 0.4998515E-01 0.5477964E-01  4.306188      5.780000    
  1995.2 0.5319163E-01 0.5674622E-01  3.692912      5.623333    
  1995.3 0.5464256E-01 0.5658385E-01  2.662384      5.380000    
  1995.4 0.5692532E-01 0.5572015E-01  2.032013      5.270000    
  1996.1 0.5686737E-01 0.5545427E-01  2.314600      4.950000    
  1996.2 0.5751003E-01 0.5470120E-01  2.910649      5.040000    
  1996.3 0.5753445E-01 0.5259294E-01  2.985700      5.136667    
  1996.4 0.5641096E-01 0.5310254E-01  2.946560      4.970000    
  1997.1 0.5584932E-01 0.5223738E-01  3.190945      5.063333    
  1997.2 0.5213426E-01 0.4974959E-01  3.399943      5.073333    
  1997.3 0.4862499E-01 0.4858023E-01  3.679072      5.056667    
  1997.4 0.4394598E-01 0.4680572E-01  4.040221      5.086667    
  1998.1 0.3884031E-01 0.4637954E-01  4.261010      5.053333    
  1998.2 0.3435181E-01 0.4414228E-01  4.911665      4.976667    
  1998.3 0.3008637E-01 0.4528502E-01  5.990309      4.823333    
  1998.4 0.2926032E-01 0.4429607E-01  6.919205      4.253333    
  1999.1 0.2525917E-01 0.4284456E-01  7.067452      4.406667    
  1999.2 0.2645242E-01 0.4248440E-01  6.862187      4.453333    
  1999.3 0.3344399E-01 0.4243400E-01  5.994061      4.650000    
  1999.4 0.4052036E-01 0.4077788E-01  4.944596      5.043333    
  2000.1 0.3833926E-01 0.4048765E-01  5.575205      5.520000    
  2000.2 0.4685102E-01 0.3947782E-01  5.098421      5.713333    
  2000.3 0.5432571E-01 0.4030117E-01  3.373747      6.016667    
  2000.4 0.6025819E-01 0.3918419E-01  2.314429      6.016667    
  2001.1 0.6171814E-01 0.4230321E-01  1.825000      4.816667    
  2001.2 0.6038934E-01 0.4411448E-01  1.481285      3.660000    
  2001.3 0.6038961E-01 0.4819249E-01  1.332494      3.170000    
  2001.4 0.6302965E-01 0.5537421E-01 0.3052472      1.906667    
  2002.1 0.5961946E-01 0.5705425E-01  1.312419      1.820000    
  2002.2 0.5732701E-01 0.5845793E-01  2.579499      1.716667    
  2002.3 0.5193891E-01 0.5732000E-01  4.442197      1.643333    
  2002.4 0.4738490E-01 0.5851777E-01  3.850826      1.333333    
  2003.1 0.4421414E-01 0.5873963E-01  3.419636      1.156667    
  2003.2 0.4985958E-01 0.6152488E-01  2.952022      1.043333    
  2003.3 0.5318100E-01 0.6107130E-01  2.343922     0.9300000    
  2003.4 0.5645492E-01 0.5820932E-01  1.975597     0.9166667    
  2004.1 0.5587889E-01 0.5687648E-01  2.577505     0.9166667    
  2004.2 0.5361704E-01 0.5595400E-01  3.078399      1.076667    
  2004.3 0.4788191E-01 0.5440757E-01  3.414782      1.486667    
  2004.4 0.4448966E-01 0.5396538E-01  3.724291      2.006667    
  2005.1 0.4276016E-01 0.5292068E-01  3.691765      2.536667    
  2005.2 0.3899773E-01 0.5115378E-01  4.223590      2.863333    
  2005.3 0.3496253E-01 0.4975337E-01  4.935700      3.360000    
  2005.4 0.3640548E-01 0.4964352E-01  4.912024      3.826667    
  2006.1 0.3357457E-01 0.4731667E-01  4.447229      4.393333    
  2006.2 0.3531209E-01 0.4666969E-01  4.685238      4.703333    
  2006.3 0.3667088E-01 0.4655398E-01  4.994487      4.906667    
  2006.4 0.3979046E-01 0.4466963E-01  4.464547      4.903333    
  2007.1 0.4316412E-01 0.4536088E-01  3.790124      4.983333    
  2007.2 0.4499268E-01 0.4507805E-01  3.797160      4.736667    
  2007.3 0.4547427E-01 0.4670151E-01  3.888205      4.303333    
  2007.4 0.4827119E-01 0.4813029E-01  3.366928      3.390000    
  2008.1 0.5771981E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5605726E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.4943898E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5444804E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6023342E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.6856491E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.7515411E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.7849209E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8291893E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8556649E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.8957389E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9146380E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9164923E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9666262E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9141826E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8330065E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.7704759E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.7620389E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.7300990E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7198000E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7338336E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7568162E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7842148E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7970510E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8327159E-01 0.7353172E-01  0.000000     0.2222305    
  2014.2 0.8746515E-01 0.7371212E-01  0.000000     0.2267692    
  2014.3 0.8984804E-01 0.7344075E-01  0.000000     0.2727381    
  2014.4 0.9164132E-01 0.7270034E-01  0.000000     0.3896289    
  2015.1 0.9243039E-01 0.7163268E-01 0.5189538     0.5446822    
  2015.2 0.9437259E-01 0.7041296E-01 0.4701721     0.7056998    
  2015.3 0.9425983E-01 0.6919799E-01 0.1921162     0.8622789    
  2015.4 0.9327811E-01 0.6810526E-01 0.2811505      1.011500    
  2016.1 0.9038251E-01 0.6720077E-01 0.2164596      1.148466    
  2016.2 0.8811365E-01 0.6650839E-01  0.000000      1.268463    
  2016.3 0.8894362E-01 0.6602361E-01 0.1593920      1.370028    
  2016.4 0.8842330E-01 0.6572500E-01 0.3547102      1.454232    
  2017.1 0.8698448E-01 0.6557762E-01 0.1679131      1.523254    
  2017.2 0.8865482E-01 0.6554472E-01  0.000000      1.579320    
  2017.3 0.8583871E-01 0.6559437E-01  0.000000      1.624370    
  2017.4 0.8377143E-01 0.6569973E-01  0.000000      1.660170    
  2018.1 0.8065840E-01 0.6583532E-01 0.4412797      1.688692    
  2018.2 0.8109038E-01 0.6598118E-01 0.7621410      1.711782    
  2018.3 0.8021558E-01 0.6612472E-01  1.643784      1.730742    
  2018.4 0.7722094E-01 0.6625905E-01  1.498302      1.746369    
  2019.1 0.7118210E-01 0.6637441E-01  1.715239      1.759767    
  2019.2 0.7156555E-01 0.6646188E-01  1.772373      1.772234    
  2019.3 0.7273707E-01 0.6651811E-01  1.911048      1.784603    
  2019.4 0.7452725E-01 0.6654506E-01  2.085272      1.797049    
  2020.1 0.7738308E-01 0.6654177E-01  2.106725      1.809908    
  2020.2 0.8262306E-01 0.6650849E-01  0.000000      1.823601    
  2020.3 0.7484612E-01 0.6644969E-01  0.000000      1.838160    
  2020.4 0.6391328E-01 0.6637212E-01  2.577898      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.257204615155E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     125 IER= 4 F=  0.219810492176E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.54563310183E-05  0.12249483795E-06 -0.49015724540E-06

X VALUES

  0.55384127651E+00  0.12213885051E+01 -0.28999194497E+00

MEAN OF DEPENDENT VARIABLE   749999.223211249

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.553841277       0.022031526   25.13858
  2       1.100000000       1.221388505       0.071688173   17.03752
  3      -0.100000000      -0.289991945       0.067220479   -4.31404

SE of equation          =      0.010380281
Sum of squared residuals =  0.219810492E-01   0.654892500E-01
Sum of ABS residuals     =  0.777066354    
R squared                =    1.00000
Durbin-Watson statistic  =    2.00000

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.219278460493E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     139 IER= 4 F=  0.115657639289E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.65211377616E-08 -0.22386698992E-06 -0.23631629681E-06

X VALUES

  0.67494510621E+00  0.12575621631E+01 -0.30486580630E+00

MEAN OF DEPENDENT VARIABLE   749999.235717422

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.674945106       0.018388442   36.70486
  2       1.100000000       1.257562163       0.066929974   18.78922
  3      -0.100000000      -0.304865806       0.062323733   -4.89165

SE of equation          =      0.007529603
Sum of squared residuals =  0.115657639E-01   0.299821094E-01
Sum of ABS residuals     =  0.600048825    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99999

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.372280106025E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.329805282256E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.11414877723E-07 -0.11628164184E-05 -0.11890298973E-05

X VALUES

  0.54072892929E+00  0.10995276968E+01 -0.17697673192E+00

MEAN OF DEPENDENT VARIABLE   749999.267574080

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.540728929       0.027701188   19.52006
  2       1.100000000       1.099527697       0.071040481   15.47748
  3      -0.100000000      -0.176976732       0.067912822   -2.60594

SE of equation          =      0.013106242
Sum of squared residuals =  0.329805282E-01   0.107519524    
Sum of ABS residuals     =   1.04264304    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99818

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.484755248659E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      83 IER= 4 F=  0.441859781070E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.19809448718E-04  0.40317915473E-05  0.16396976267E-05

X VALUES

  0.50682693179E+00  0.10912837493E+01 -0.13003961744E+00

MEAN OF DEPENDENT VARIABLE   749999.253321301

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.506826932       0.022014434   23.02248
  2       1.100000000       1.091283749       0.073380935   14.87149
  3      -0.100000000      -0.130039617       0.070510147   -1.84427

SE of equation          =      0.014717266
Sum of squared residuals =  0.441859781E-01  -0.245484792    
Sum of ABS residuals     =   1.21681732    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99982

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.447367718390E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.447274128650E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.11743450573E-05  0.14642201424E-04  0.16400096679E-04

X VALUES

  0.49372459023E+00  0.12177814874E+01 -0.25313840615E+00

MEAN OF DEPENDENT VARIABLE   749999.279086964

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.493724590       0.681772271    0.72418
  2       1.100000000       1.217781487       2.356375644    0.51680
  3      -0.100000000      -0.253138406       2.252908678   -0.11236

SE of equation          =      0.468243552
Sum of squared residuals =   44.7274129        7.45700067    
Sum of ABS residuals     =   8.86799722    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96237

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.642353824050E+01

TERMINATION. ITERS=    7 FUNCTION EVALS=     114 IER= 4 F=  0.638994282745E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.64853675470E-06 -0.87632220733E-07 -0.37378652680E-06

X VALUES

  0.32169954347E+00  0.77438716529E+00 -0.23023927380E-01

MEAN OF DEPENDENT VARIABLE   749999.234112185

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.321699543       0.294465355    1.09249
  2       1.100000000       0.774387165       0.391470203    1.97815
  3      -0.100000000      -0.023023927       0.380787562   -0.06046

SE of equation          =      0.176983754
Sum of squared residuals =   6.38994283        3.20190348    
Sum of ABS residuals     =   6.15174489    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94595

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.756638813103E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.734050579213E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.12784138316E-06 -0.52018207574E-07 -0.11978323032E-06

X VALUES

  0.43887387930E+00  0.93394695905E+00  0.48646306540E-01

MEAN OF DEPENDENT VARIABLE   749999.357161053

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.438873879       0.086250650    5.08835
  2       1.100000000       0.933946959       0.084023421   11.11532
  3      -0.100000000       0.048646307       0.083957489    0.57942

SE of equation          =      0.066902303
Sum of squared residuals =  0.734050579        1.54248457    
Sum of ABS residuals     =   4.75833794    
R squared                =    1.00000
Durbin-Watson statistic  =    1.88052

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.390486598115E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.339436493380E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.24263608895E-06  0.41504088741E-06 -0.85161701620E-07

X VALUES

  0.58013901568E+00  0.80823577532E+00 -0.17435442457E+00

MEAN OF DEPENDENT VARIABLE   749999.280603070

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.580139016       0.043878172   13.22159
  2       1.100000000       0.808235775       0.092148684    8.77100
  3      -0.100000000      -0.174354425       0.091660643   -1.90217

SE of equation          =      0.040790984
Sum of squared residuals =  0.339436493        1.79584887    
Sum of ABS residuals     =   4.10485747    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72751

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.517551170517E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.454641772167E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.12964607316E-06 -0.69924093849E-06 -0.80242093386E-06

X VALUES

  0.85366406865E+00  0.91289443702E+00  0.19766283757E-01

MEAN OF DEPENDENT VARIABLE   749999.227527435

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.853664069       0.117775531    7.24823
  2       1.100000000       0.912894437       0.082506024   11.06458
  3      -0.100000000       0.019766284       0.082795184    0.23874

SE of equation          =      0.052651742
Sum of squared residuals =  0.454641772       0.803641867E-01
Sum of ABS residuals     =   3.65446818    
R squared                =    1.00000
Durbin-Watson statistic  =    1.89956

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.231424133660E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.214437431424E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.46484699308E-07 -0.34646404884E-05 -0.29993977730E-05

X VALUES

  0.28524250260E+00  0.95633011508E+00 -0.52558172941E-01

MEAN OF DEPENDENT VARIABLE   749999.274845988

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.285242503       0.113276719    2.51810
  2       1.100000000       0.956330115       0.082666072   11.56859
  3      -0.100000000      -0.052558173       0.083135351   -0.63220

SE of equation          =      0.037075584
Sum of squared residuals =  0.214437431       0.973598980    
Sum of ABS residuals     =   2.61270963    
R squared                =    1.00000
Durbin-Watson statistic  =    1.87500

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.375561173020E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.309033794123E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.34336724499E-05 -0.10233433043E-05 -0.51849394066E-05

X VALUES

  0.51275267855E+00  0.89281045955E+00 -0.34958951305E+00

MEAN OF DEPENDENT VARIABLE   749999.277478846

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.512752679       0.039505395   12.97931
  2       1.100000000       0.892810460       0.087507712   10.20265
  3      -0.100000000      -0.349589513       0.084529550   -4.13571

SE of equation          =      0.038921351
Sum of squared residuals =  0.309033794        1.52798776    
Sum of ABS residuals     =   3.74761508    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72749

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.545395045869E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.528531850119E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.13078921641E-11 -0.26188442077E-11

X VALUES

  0.10876074415E+01 -0.17222410651E+00

MEAN OF DEPENDENT VARIABLE   749999.255147558

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.087607441       0.224819029    4.83770
  2      -0.100000000      -0.172224107       0.207863867   -0.82854

SE of equation          =      0.021345513
Sum of squared residuals =  0.528531850E-01   0.622031003    
Sum of ABS residuals     =   1.03375499    
R squared                =    1.00000
Durbin-Watson statistic  =    1.19543

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.264649519101E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.247377445036E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.18755297866E-11  0.26316779637E-11

X VALUES

  0.10359154554E+01 -0.15820082851E+00

MEAN OF DEPENDENT VARIABLE   749999.244891504

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.035915455       0.089003954   11.63898
  2      -0.100000000      -0.158200829       0.085068696   -1.85968

SE of equation          =      0.034822902
Sum of squared residuals =  0.247377445        1.43123224    
Sum of ABS residuals     =   3.13026972    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72452

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4883965E-01 0.5234225E-01  1.728358      1.083667    
  1954.2 0.5792582E-01 0.5783462E-01  1.512743     0.8143333    
  1954.3 0.6269420E-01 0.5970489E-01  1.156493     0.8696667    
  1954.4 0.6573954E-01 0.5361334E-01  1.076323      1.036333    
  1955.1 0.6328776E-01 0.4710636E-01  1.736536      1.256333    
  1955.2 0.5956580E-01 0.4380454E-01  3.025300      1.614333    
  1955.3 0.6000762E-01 0.4109694E-01  3.952687      1.861333    
  1955.4 0.5696357E-01 0.4208878E-01  3.216964      2.349333    
  1956.1 0.5304688E-01 0.4031458E-01  2.678187      2.379333    
  1956.2 0.4646014E-01 0.4190614E-01  3.477698      2.596667    
  1956.3 0.3933274E-01 0.4128671E-01  4.633389      2.596667    
  1956.4 0.3490038E-01 0.4100540E-01  5.148121      3.063667    
  1957.1 0.2938988E-01 0.3946671E-01  5.267541      3.171667    
  1957.2 0.2968450E-01 0.4062513E-01  5.384425      3.157000    
  1957.3 0.3374320E-01 0.4207225E-01  4.642920      3.382333    
  1957.4 0.3511317E-01 0.4923487E-01  4.331734      3.343333    
  1958.1 0.3481500E-01 0.6275076E-01  5.275537      1.838000    
  1958.2 0.3379163E-01 0.7359928E-01  6.090384      1.017667    
  1958.3 0.2884847E-01 0.7309055E-01  6.500538      1.710667    
  1958.4 0.2283981E-01 0.6352766E-01  7.034233      2.787667    
  1959.1 0.2087335E-01 0.5798631E-01  7.239092      2.800333    
  1959.2 0.1749428E-01 0.5104500E-01  7.228761      3.019333    
  1959.3 0.3340020E-01 0.5287044E-01  6.793885      3.533000    
  1959.4 0.3767944E-01 0.5592834E-01  7.512425      4.299333    
  1960.1 0.4183329E-01 0.5159512E-01  6.597228      3.943000    
  1960.2 0.4527532E-01 0.5225835E-01  5.747310      3.092333    
  1960.3 0.4616831E-01 0.5549938E-01  5.454579      2.390333    
  1960.4 0.4628160E-01 0.6251647E-01  5.301108      2.360667    
  1961.1 0.4740802E-01 0.6773354E-01  5.970893      2.376667    
  1961.2 0.4636874E-01 0.6971717E-01  6.110303      2.324667    
  1961.3 0.4551409E-01 0.6749309E-01  5.591643      2.324667    
  1961.4 0.4946083E-01 0.6171891E-01  5.107347      2.475000    
  1962.1 0.5591832E-01 0.5614436E-01  4.285460      2.739000    
  1962.2 0.5827614E-01 0.5482584E-01  3.684209      2.716000    
  1962.3 0.6131237E-01 0.5539051E-01  3.256977      2.858000    
  1962.4 0.6107682E-01 0.5505923E-01  2.709685      2.803333    
  1963.1 0.5975254E-01 0.5779253E-01  3.369856      2.909000    
  1963.2 0.5545572E-01 0.5680856E-01  4.091714      2.941333    
  1963.3 0.5128869E-01 0.5493742E-01  4.144581      3.280667    
  1963.4 0.5338543E-01 0.5572673E-01  3.773126      3.499333    
  1964.1 0.5837006E-01 0.5457706E-01  3.079211      3.538000    
  1964.2 0.5915531E-01 0.5220257E-01  2.778630      3.481333    
  1964.3 0.6147244E-01 0.4989598E-01  2.635804      3.504000    
  1964.4 0.6040641E-01 0.4953597E-01  2.414893      3.685000    
  1965.1 0.6353321E-01 0.4871666E-01  2.173833      3.899667    
  1965.2 0.6571412E-01 0.4655354E-01  1.533816      3.879000    
  1965.3 0.6223786E-01 0.4351989E-01  1.490097      3.859667    
  1965.4 0.5824637E-01 0.4102298E-01  1.749564      4.158667    
  1966.1 0.5123090E-01 0.3848268E-01  2.898373      4.630667    
  1966.2 0.4842720E-01 0.3807639E-01  3.549498      4.597333    
  1966.3 0.4629674E-01 0.3750700E-01  3.764144      5.047667    
  1966.4 0.4419387E-01 0.3683286E-01  4.081221      5.246000    
  1967.1 0.4026147E-01 0.3809930E-01  4.270272      4.533667    
  1967.2 0.3872241E-01 0.3806934E-01  4.499889      3.657333    
  1967.3 0.3992404E-01 0.3784696E-01  4.473377      4.344667    
  1967.4 0.3996926E-01 0.3915978E-01  4.903397      4.787333    
  1968.1 0.3776262E-01 0.3728355E-01  5.617695      5.064667    
  1968.2 0.3809801E-01 0.3537721E-01  6.126606      5.510000    
  1968.3 0.3686299E-01 0.3510557E-01  7.471941      5.226333    
  1968.4 0.3800411E-01 0.3392130E-01  6.458588      5.580667    
  1969.1 0.4125429E-01 0.3376971E-01  5.717488      6.137667    
  1969.2 0.4455531E-01 0.3424592E-01  4.903585      6.240000    
  1969.3 0.5057379E-01 0.3590757E-01  4.247550      7.046667    
  1969.4 0.5766085E-01 0.3581941E-01  3.042565      7.317667    
  1970.1 0.6080069E-01 0.4159508E-01  2.876077      7.262667    
  1970.2 0.6333263E-01 0.4746577E-01  3.437133      6.752333    
  1970.3 0.6401045E-01 0.5169088E-01  3.886363      6.374667    
  1970.4 0.6284905E-01 0.5802797E-01  4.105795      5.358333    
  1971.1 0.6212098E-01 0.5914467E-01  4.004803      3.863333    
  1971.2 0.5758309E-01 0.5907857E-01  4.436569      4.206000    
  1971.3 0.5451558E-01 0.5983336E-01  4.898781      5.050333    
  1971.4 0.4873685E-01 0.5954344E-01  5.206050      4.234333    
  1972.1 0.4022411E-01 0.5768041E-01  6.061986      3.435333    
  1972.2 0.4097147E-01 0.5658509E-01  6.521114      3.748333    
  1972.3 0.4093439E-01 0.5584112E-01  6.266746      4.241333    
  1972.4 0.4270699E-01 0.5304486E-01  6.270874      4.851333    
  1973.1 0.4448324E-01 0.4950510E-01  6.589915      5.639667    
  1973.2 0.4515286E-01 0.4889844E-01  6.841467      6.608333    
  1973.3 0.4873965E-01 0.4793204E-01  7.910133      8.388333    
  1973.4 0.4896735E-01 0.4769321E-01  9.544690      7.461667    
  1974.1 0.5247551E-01 0.5085049E-01  8.478514      7.600333    
  1974.2 0.5641071E-01 0.5161500E-01  6.400369      8.268000    
  1974.3 0.6320604E-01 0.5583721E-01  5.726416      8.286333    
  1974.4 0.7235783E-01 0.6556479E-01  4.507650      7.336000    
  1975.1 0.7577019E-01 0.8217515E-01  5.215992      5.873333    
  1975.2 0.7580687E-01 0.8828988E-01  6.023491      5.400667    
  1975.3 0.7791376E-01 0.8467753E-01  5.883786      6.336667    
  1975.4 0.8273680E-01 0.8259670E-01  4.916428      5.684333    
  1976.1 0.8919489E-01 0.7723461E-01  3.705143      4.953333    
  1976.2 0.9357710E-01 0.7526804E-01  3.292339      5.168667    
  1976.3 0.9450007E-01 0.7700112E-01  3.400767      5.168667    
  1976.4 0.9569357E-01 0.7733424E-01  2.808522      4.698000    
  1977.1 0.9494031E-01 0.7493048E-01  2.194625      4.624000    
  1977.2 0.9302544E-01 0.7104693E-01  2.636606      4.828667    
  1977.3 0.8586423E-01 0.6864221E-01  3.318410      5.472000    
  1977.4 0.7854912E-01 0.6612385E-01  3.846742      6.137000    
  1978.1 0.7074158E-01 0.6326666E-01  4.282615      6.408000    
  1978.2 0.6366498E-01 0.5999476E-01  5.007812      6.481000    
  1978.3 0.5910083E-01 0.6021465E-01  5.371320      7.315333    
  1978.4 0.5493763E-01 0.5883992E-01  5.736381      8.680333    
  1979.1 0.5338731E-01 0.5877879E-01  6.544886      9.357667    
  1979.2 0.5393741E-01 0.5714052E-01  6.471199      9.372333    
  1979.3 0.5447684E-01 0.5868435E-01  6.540489      9.631333    
  1979.4 0.5590518E-01 0.5940129E-01  11.99657      11.80367    
  1980.1 0.6311247E-01 0.6296949E-01  13.48389      13.45867    
  1980.2 0.6547424E-01 0.7323656E-01  10.60920      10.04933    
  1980.3 0.7111484E-01 0.7680771E-01  12.94343      9.235333    
  1980.4 0.7513081E-01 0.7398623E-01  16.50694      13.70967    
  1981.1 0.8531672E-01 0.7426606E-01  13.37266      14.36900    
  1981.2 0.9725773E-01 0.7398937E-01  11.85181      14.82900    
  1981.3 0.1086078     0.7417361E-01  8.942669      15.08733    
  1981.4 0.1137606     0.8241053E-01  7.935638      12.02267    
  1982.1 0.1193406     0.8843563E-01  9.360965      12.89500    
  1982.2 0.1194498     0.9425762E-01  6.824811      12.35900    
  1982.3 0.1174226     0.9942961E-01  6.451901      9.705333    
  1982.4 0.1107050     0.1067659      7.352541      7.935000    
  1983.1 0.9764817E-01 0.1039701      8.823739      8.081333    
  1983.2 0.8499256E-01 0.1010214      9.869480      8.420667    
  1983.3 0.7152598E-01 0.9360138E-01  10.48377      9.186667    
  1983.4 0.5963999E-01 0.8541760E-01  11.08153      8.793333    
  1984.1 0.5331987E-01 0.7871758E-01  11.37378      9.133333    
  1984.2 0.4650674E-01 0.7478733E-01  11.88563      9.843333    
  1984.3 0.4306357E-01 0.7451999E-01  12.29163      10.34333    
  1984.4 0.4398968E-01 0.7283015E-01  12.04609      8.973333    
  1985.1 0.4377660E-01 0.7279936E-01  12.37362      8.183333    
  1985.2 0.4726823E-01 0.7288834E-01  12.33991      7.523333    
  1985.3 0.4672896E-01 0.7210537E-01  12.89578      7.103333    
  1985.4 0.4858300E-01 0.7054201E-01  12.23786      7.146667    
  1986.1 0.5304774E-01 0.7015712E-01  11.05763      6.886667    
  1986.2 0.5351578E-01 0.7180384E-01  9.998194      6.130000    
  1986.3 0.5565900E-01 0.6991001E-01  9.633859      5.533333    
  1986.4 0.5705916E-01 0.6835172E-01  8.506558      5.340000    
  1987.1 0.6030564E-01 0.6620689E-01  8.015215      5.533333    
  1987.2 0.5877273E-01 0.6280795E-01  8.387107      5.733333    
  1987.3 0.5805525E-01 0.6014193E-01  8.807111      6.033333    
  1987.4 0.5370142E-01 0.5868976E-01  9.260301      6.003333    
  1988.1 0.5575387E-01 0.5727587E-01  8.344137      5.760000    
  1988.2 0.5990951E-01 0.5487146E-01  7.188598      6.230000    
  1988.3 0.6016918E-01 0.5492451E-01  6.456994      6.993333    
  1988.4 0.5670715E-01 0.5350265E-01  5.974122      7.703333    
  1989.1 0.5414018E-01 0.5215423E-01  6.207255      8.533333    
  1989.2 0.4801630E-01 0.5244464E-01  6.698431      8.440000    
  1989.3 0.4137639E-01 0.5277223E-01  6.980831      7.850000    
  1989.4 0.3418541E-01 0.5373561E-01  7.401933      7.633333    
  1990.1 0.2549266E-01 0.5300361E-01  7.568138      7.756667    
  1990.2 0.2048887E-01 0.5337414E-01  7.737634      7.766667    
  1990.3 0.2435786E-01 0.5687498E-01  7.247891      7.493333    
  1990.4 0.3046069E-01 0.6113686E-01  6.333468      7.023333    
  1991.1 0.3787103E-01 0.6574073E-01  5.302137      6.053333    
  1991.2 0.4364740E-01 0.6823443E-01  4.668153      5.593333    
  1991.3 0.4660253E-01 0.6853392E-01  4.184635      5.406667    
  1991.4 0.5111757E-01 0.7096660E-01  3.128649      4.583333    
  1992.1 0.5092715E-01 0.7379080E-01  2.855639      3.910000    
  1992.2 0.5012341E-01 0.7594573E-01  3.467928      3.723333    
  1992.3 0.5039467E-01 0.7626478E-01  3.741449      3.130000    
  1992.4 0.5354713E-01 0.7406133E-01  3.495093      3.076667    
  1993.1 0.5822023E-01 0.7149713E-01  2.778413      2.993333    
  1993.2 0.5829570E-01 0.7068857E-01  2.858327      2.983333    
  1993.3 0.5748010E-01 0.6799552E-01  3.394776      3.020000    
  1993.4 0.6521663E-01 0.6619143E-01  1.035932      3.080000    
  1994.1 0.6801039E-01 0.6555817E-01 0.5085871      3.250000    
  1994.2 0.7178810E-01 0.6165512E-01  1.318921      4.036667    
  1994.3 0.7826118E-01 0.6001291E-01  1.819542      4.510000    
  1994.4 0.7983983E-01 0.5619378E-01 0.5739453      5.283333    
  1995.1 0.8179443E-01 0.5477964E-01  0.000000      5.780000    
  1995.2 0.7894490E-01 0.5674622E-01 0.5291223      5.623333    
  1995.3 0.7349930E-01 0.5658385E-01  1.363748      5.380000    
  1995.4 0.7650578E-01 0.5572015E-01  0.000000      5.270000    
  1996.1 0.7461934E-01 0.5545427E-01  0.000000      4.950000    
  1996.2 0.7361386E-01 0.5470120E-01 0.7533915      5.040000    
  1996.3 0.7377471E-01 0.5259294E-01 0.8290014      5.136667    
  1996.4 0.7442991E-01 0.5310254E-01 0.5368074      4.970000    
  1997.1 0.7596853E-01 0.5223738E-01  1.038290      5.063333    
  1997.2 0.7489963E-01 0.4974959E-01  1.057221      5.073333    
  1997.3 0.7328597E-01 0.4858023E-01 0.3093630      5.056667    
  1997.4 0.7664953E-01 0.4680572E-01  0.000000      5.086667    
  1998.1 0.7313823E-01 0.4637954E-01 0.9427824      5.053333    
  1998.2 0.7123912E-01 0.4414228E-01  1.513408      4.976667    
  1998.3 0.6584746E-01 0.4528502E-01  2.698423      4.823333    
  1998.4 0.6043797E-01 0.4429607E-01  2.701598      4.253333    
  1999.1 0.5635970E-01 0.4284456E-01  2.110856      4.406667    
  1999.2 0.5443734E-01 0.4248440E-01  1.161717      4.453333    
  1999.3 0.5598671E-01 0.4243400E-01 0.7482860      4.650000    
  1999.4 0.6110576E-01 0.4077788E-01  0.000000      5.043333    
  2000.1 0.5839591E-01 0.4048765E-01 0.6807674      5.520000    
  2000.2 0.5882703E-01 0.3947782E-01 0.8678957      5.713333    
  2000.3 0.6200145E-01 0.4030117E-01 0.7060442      6.016667    
  2000.4 0.6231864E-01 0.3918419E-01 0.9376913      6.016667    
  2001.1 0.5732740E-01 0.4230321E-01  2.201608      4.816667    
  2001.2 0.5417045E-01 0.4411448E-01  3.450421      3.660000    
  2001.3 0.4873198E-01 0.4819249E-01  4.870371      3.170000    
  2001.4 0.4647635E-01 0.5537421E-01  4.760426      1.906667    
  2002.1 0.4172228E-01 0.5705425E-01  5.693599      1.820000    
  2002.2 0.3867530E-01 0.5845793E-01  6.252182      1.716667    
  2002.3 0.4100904E-01 0.5732000E-01  6.343412      1.643333    
  2002.4 0.3987428E-01 0.5851777E-01  5.457498      1.333333    
  2003.1 0.4487104E-01 0.5873963E-01  5.284848      1.156667    
  2003.2 0.4823986E-01 0.6152488E-01  5.843779      1.043333    
  2003.3 0.5282448E-01 0.6107130E-01  6.155811     0.9300000    
  2003.4 0.5236255E-01 0.5820932E-01  6.642477     0.9166667    
  2004.1 0.5877525E-01 0.5687648E-01  5.607674     0.9166667    
  2004.2 0.6085827E-01 0.5595400E-01  5.062368      1.076667    
  2004.3 0.5795306E-01 0.5440757E-01  5.428784      1.486667    
  2004.4 0.6550102E-01 0.5396538E-01  2.941990      2.006667    
  2005.1 0.7124358E-01 0.5292068E-01  1.768193      2.536667    
  2005.2 0.7412093E-01 0.5115378E-01  2.229058      2.863333    
  2005.3 0.7486864E-01 0.4975337E-01  2.729193      3.360000    
  2005.4 0.7477650E-01 0.4964352E-01  2.584221      3.826667    
  2006.1 0.7153640E-01 0.4731667E-01  2.309647      4.393333    
  2006.2 0.6774507E-01 0.4666969E-01  2.492124      4.703333    
  2006.3 0.6529785E-01 0.4655398E-01  2.813132      4.906667    
  2006.4 0.6259827E-01 0.4466963E-01  2.972266      4.903333    
  2007.1 0.5872190E-01 0.4536088E-01  3.719129      4.983333    
  2007.2 0.5470647E-01 0.4507805E-01  4.154813      4.736667    
  2007.3 0.5134773E-01 0.4670151E-01  3.446135      4.303333    
  2007.4 0.5460467E-01 0.4813029E-01  3.124798      3.390000    
  2008.1 0.5579089E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5834379E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6189986E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6565452E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7177063E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7878076E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8903276E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9448850E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1008536     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1050098     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1110713     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1129236     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1147031     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1184317     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1162760     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1135438     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1097333     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1069148     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1036555     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1000659     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9516528E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9665223E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9866620E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9996773E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1040239     0.7353172E-01 0.3271837     0.2222305    
  2014.2 0.1097119     0.7371212E-01 0.1532479     0.2267692    
  2014.3 0.1090626     0.7344075E-01  1.129244     0.2727381    
  2014.4 0.1069144     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1076727     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1062708     0.7041296E-01  0.000000     0.7056998    
  2015.3 0.1057722     0.6919799E-01 0.1043816     0.8622789    
  2015.4 0.1036436     0.6810526E-01 0.3253753      1.011500    
  2016.1 0.9774597E-01 0.6720077E-01  1.232900      1.148466    
  2016.2 0.9284625E-01 0.6650839E-01  2.008040      1.268463    
  2016.3 0.8741174E-01 0.6602361E-01  2.325021      1.370028    
  2016.4 0.8100888E-01 0.6572500E-01  2.661981      1.454232    
  2017.1 0.7678501E-01 0.6557762E-01  2.632372      1.523254    
  2017.2 0.7196856E-01 0.6554472E-01  3.172708      1.579320    
  2017.3 0.7052096E-01 0.6559437E-01  3.882344      1.624370    
  2017.4 0.7036323E-01 0.6569973E-01  4.727531      1.660170    
  2018.1 0.7054185E-01 0.6583532E-01  4.678133      1.688692    
  2018.2 0.7251557E-01 0.6598118E-01  4.040929      1.711782    
  2018.3 0.7476221E-01 0.6612472E-01  3.483334      1.730742    
  2018.4 0.7617098E-01 0.6625905E-01  3.226280      1.746369    
  2019.1 0.7670527E-01 0.6637441E-01  3.739500      1.759767    
  2019.2 0.7836498E-01 0.6646188E-01  3.671695      1.772234    
  2019.3 0.7818524E-01 0.6651811E-01  3.301146      1.784603    
  2019.4 0.7772418E-01 0.6654506E-01  3.260674      1.797049    
  2020.1 0.7661737E-01 0.6654177E-01  3.000130      1.809908    
  2020.2 0.8233291E-01 0.6650849E-01  2.002803      1.823601    
  2020.3 0.8541079E-01 0.6644969E-01 0.7134773      1.838160    
  2020.4 0.8778114E-01 0.6637212E-01 0.8894764E-01  1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.220133771585E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 4 F=  0.203315776200E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.21564140000E-05 -0.71118444831E-05 -0.73357627324E-05

X VALUES

  0.53618603222E+00  0.10282909529E+01 -0.82633017752E-01

MEAN OF DEPENDENT VARIABLE   749999.220925803

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.536186032       0.016535628   32.42611
  2       1.100000000       1.028290953       0.072734238   14.13765
  3      -0.100000000      -0.082633018       0.069927351   -1.18170

SE of equation          =      0.009983216
Sum of squared residuals =  0.203315776E-01   0.210623115E-01
Sum of ABS residuals     =  0.736458128    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99880

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.187331702529E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     137 IER= 4 F=  0.118721519167E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.16236444779E-07  0.15410282782E-06  0.16273533398E-06

X VALUES

  0.61600116987E+00  0.10415277949E+01 -0.10402601707E+00

MEAN OF DEPENDENT VARIABLE   749999.227754928

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.616001170       0.017427140   35.34723
  2       1.100000000       1.041527795       0.069962256   14.88700
  3      -0.100000000      -0.104026017       0.065149541   -1.59673

SE of equation          =      0.007628684
Sum of squared residuals =  0.118721519E-01   0.846421794E-02
Sum of ABS residuals     =  0.623624184    
R squared                =    1.00000
Durbin-Watson statistic  =    2.00000

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.541846285329E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     107 IER= 4 F=  0.485368779990E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.29321018036E-06 -0.25278601880E-05 -0.31615958079E-05

X VALUES

  0.54413315918E+00  0.98088424449E+00 -0.75219732068E-01

MEAN OF DEPENDENT VARIABLE   749999.257593204

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.544133159       0.033935460   16.03435
  2       1.100000000       0.980884244       0.072312625   13.56449
  3      -0.100000000      -0.075219732       0.069532577   -1.08179

SE of equation          =      0.015899567
Sum of squared residuals =  0.485368780E-01   0.134132788    
Sum of ABS residuals     =   1.18393256    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99954

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.511233127877E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     113 IER= 4 F=  0.403390610589E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.42845482863E-06 -0.12026156612E-05 -0.13046469567E-05

X VALUES

  0.59472629243E+00  0.12795471822E+01 -0.31813926378E+00

MEAN OF DEPENDENT VARIABLE   749999.246065273

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.594726292       0.020051599   29.65979
  2       1.100000000       1.279547182       0.068902359   18.57044
  3      -0.100000000      -0.318139264       0.065827402   -4.83293

SE of equation          =      0.014062023
Sum of squared residuals =  0.403390611E-01  -0.802410061E-01
Sum of ABS residuals     =   1.17246149    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99999

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.452464933434E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 4 F=  0.452309836011E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.20351439927E-06 -0.12638408329E-04 -0.13240207136E-04

X VALUES

  0.56123655967E+00  0.11219538299E+01 -0.16334971885E+00

MEAN OF DEPENDENT VARIABLE   749999.278442274

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.561236560       0.357056608    1.57184
  2       1.100000000       1.121953830       2.384884591    0.47044
  3      -0.100000000      -0.163349719       2.269531608   -0.07198

SE of equation          =      0.470872072
Sum of squared residuals =   45.2309836        7.41091582    
Sum of ABS residuals     =   8.82588669    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96433

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.157829749745E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.150623093904E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.38986151765E-06 -0.96373003315E-06 -0.10318916927E-05

X VALUES

  0.59129267289E+00  0.91043454705E+00 -0.30672851852E+00

MEAN OF DEPENDENT VARIABLE   749999.228511393

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.591292673       0.097460709    6.06699
  2       1.100000000       0.910434547       0.187151328    4.86470
  3      -0.100000000      -0.306728519       0.180518099   -1.69916

SE of equation          =      0.085927208
Sum of squared residuals =   1.50623094        2.56018189    
Sum of ABS residuals     =   4.30207838    
R squared                =    1.00000
Durbin-Watson statistic  =    1.90321

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.981492587809E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      91 IER= 4 F=  0.820322227281E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.45853881228E-06  0.69500950001E-06 -0.10302410632E-05

X VALUES

  0.98715473965E+00  0.11724909631E+01 -0.19967746553E+00

MEAN OF DEPENDENT VARIABLE   749999.360345313

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.987154740       0.098549569   10.01683
  2       1.100000000       1.172490963       0.080634843   14.54075
  3      -0.100000000      -0.199677466       0.080300903   -2.48662

SE of equation          =      0.070724570
Sum of squared residuals =  0.820322227        1.46504695    
Sum of ABS residuals     =   5.42630222    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92323

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.384467837988E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.353800147911E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.45504680576E-05 -0.10941316199E-05 -0.12929923960E-05

X VALUES

  0.51128321762E+00  0.11555259352E+01 -0.36689424155E+00

MEAN OF DEPENDENT VARIABLE   749999.266903055

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.511283218       0.058321694    8.76660
  2       1.100000000       1.155525935       0.102534341   11.26965
  3      -0.100000000      -0.366894242       0.101279264   -3.62260

SE of equation          =      0.041645101
Sum of squared residuals =  0.353800148        1.13228663    
Sum of ABS residuals     =   3.78951827    
R squared                =    1.00000
Durbin-Watson statistic  =    1.71819

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.655170412014E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     109 IER= 4 F=  0.419522451148E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.92022759135E-06 -0.29456098930E-05  0.18217862311E-06

X VALUES

  0.11666584959E+01  0.85905526778E+00 -0.40928016362E+00

MEAN OF DEPENDENT VARIABLE   749999.270129009

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.166658496       0.097097414   12.01534
  2       1.100000000       0.859055268       0.075513182   11.37623
  3      -0.100000000      -0.409280164       0.074718389   -5.47764

SE of equation          =      0.050577304
Sum of squared residuals =  0.419522451       0.884931348    
Sum of ABS residuals     =   3.75414033    
R squared                =    1.00000
Durbin-Watson statistic  =    1.87329

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.339546660842E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     108 IER= 3 F=  0.317743383302E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.63578680733E-09 -0.77779658749E-08 -0.85955006964E-08

X VALUES

  0.23748578865E+00  0.96645352588E+00 -0.21053613909E-01

MEAN OF DEPENDENT VARIABLE   749999.290554696

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.237485789       0.103151497    2.30230
  2       1.100000000       0.966453526       0.099440360    9.71893
  3      -0.100000000      -0.021053614       0.099333762   -0.21195

SE of equation          =      0.045131104
Sum of squared residuals =  0.317743383        1.45488799    
Sum of ABS residuals     =   3.00041232    
R squared                =    1.00000
Durbin-Watson statistic  =    1.70936

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.522396807924E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     106 IER= 4 F=  0.437830093544E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.20359465393E-05  0.17763226915E-05 -0.58949637738E-06

X VALUES

  0.53521562921E+00  0.91027275563E+00 -0.40968829384E+00

MEAN OF DEPENDENT VARIABLE   749999.278133897

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.535215629       0.039678287   13.48888
  2       1.100000000       0.910272756       0.094026217    9.68105
  3      -0.100000000      -0.409688294       0.093795124   -4.36791

SE of equation          =      0.046327378
Sum of squared residuals =  0.437830094        1.35142563    
Sum of ABS residuals     =   4.46599142    
R squared                =    1.00000
Durbin-Watson statistic  =    1.75844

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.932070132214E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.918692175796E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.87845943879E-11 -0.16299690188E-10

X VALUES

  0.97946792543E+00 -0.17028284154E-01

MEAN OF DEPENDENT VARIABLE   749999.272615614

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.979467925       0.124196426    7.88644
  2      -0.100000000      -0.017028284       0.127540149   -0.13351

SE of equation          =      0.028142068
Sum of squared residuals =  0.918692176E-01    1.10614381    
Sum of ABS residuals     =   1.36780997    
R squared                =    1.00000
Durbin-Watson statistic  =    1.55580

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.313002760449E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.305282454406E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.61288217967E-10  0.58865208786E-10

X VALUES

  0.91479675219E+00  0.56581283624E-01

MEAN OF DEPENDENT VARIABLE   749999.276311484

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.914796752       0.089652508   10.20381
  2      -0.100000000       0.056581284       0.091151566    0.62074

SE of equation          =      0.038684398
Sum of squared residuals =  0.305282454        1.71743223    
Sum of ABS residuals     =   3.58810977    
R squared                =    1.00000
Durbin-Watson statistic  =    1.60356

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5429662E-01 0.5234225E-01 0.4135890      1.083667    
  1954.2 0.5984092E-01 0.5783462E-01 0.2005887     0.8143333    
  1954.3 0.6103818E-01 0.5970489E-01  1.270153     0.8696667    
  1954.4 0.5786579E-01 0.5361334E-01  1.955167      1.036333    
  1955.1 0.5392184E-01 0.4710636E-01  2.281618      1.256333    
  1955.2 0.5150751E-01 0.4380454E-01  2.567337      1.614333    
  1955.3 0.4873041E-01 0.4109694E-01  3.147102      1.861333    
  1955.4 0.4788796E-01 0.4208878E-01  3.815928      2.349333    
  1956.1 0.4647918E-01 0.4031458E-01  4.251962      2.379333    
  1956.2 0.4468075E-01 0.4190614E-01  4.436980      2.596667    
  1956.3 0.3825259E-01 0.4128671E-01  5.910101      2.596667    
  1956.4 0.3439061E-01 0.4100540E-01  6.182089      3.063667    
  1957.1 0.3229437E-01 0.3946671E-01  6.811243      3.171667    
  1957.2 0.3172314E-01 0.4062513E-01  6.976043      3.157000    
  1957.3 0.3568001E-01 0.4207225E-01  6.272851      3.382333    
  1957.4 0.4637432E-01 0.4923487E-01  5.055926      3.343333    
  1958.1 0.5798670E-01 0.6275076E-01  4.125188      1.838000    
  1958.2 0.7337834E-01 0.7359928E-01 0.9587695      1.017667    
  1958.3 0.7331480E-01 0.7309055E-01  0.000000      1.710667    
  1958.4 0.6523063E-01 0.6352766E-01  2.376378      2.787667    
  1959.1 0.5589612E-01 0.5798631E-01  4.297145      2.800333    
  1959.2 0.4511100E-01 0.5104500E-01  4.876729      3.019333    
  1959.3 0.5400191E-01 0.5287044E-01  3.946392      3.533000    
  1959.4 0.5208638E-01 0.5592834E-01  2.537224      4.299333    
  1960.1 0.5716045E-01 0.5159512E-01  1.993365      3.943000    
  1960.2 0.5879201E-01 0.5225835E-01  1.892516      3.092333    
  1960.3 0.5803627E-01 0.5549938E-01  1.860420      2.390333    
  1960.4 0.5653800E-01 0.6251647E-01  1.496801      2.360667    
  1961.1 0.5328920E-01 0.6773354E-01  1.468157      2.376667    
  1961.2 0.5235634E-01 0.6971717E-01  1.611940      2.324667    
  1961.3 0.5134688E-01 0.6749309E-01  1.708550      2.324667    
  1961.4 0.4793109E-01 0.6171891E-01  2.381258      2.475000    
  1962.1 0.4366134E-01 0.5614436E-01  2.964038      2.739000    
  1962.2 0.3852277E-01 0.5482584E-01  3.437638      2.716000    
  1962.3 0.3695648E-01 0.5539051E-01  3.680493      2.858000    
  1962.4 0.3457304E-01 0.5505923E-01  3.593826      2.803333    
  1963.1 0.3504368E-01 0.5779253E-01  3.527951      2.909000    
  1963.2 0.3712170E-01 0.5680856E-01  3.448915      2.941333    
  1963.3 0.3538771E-01 0.5493742E-01  3.679240      3.280667    
  1963.4 0.3641879E-01 0.5572673E-01  3.429766      3.499333    
  1964.1 0.4101820E-01 0.5457706E-01  2.906736      3.538000    
  1964.2 0.4758157E-01 0.5220257E-01  2.250954      3.481333    
  1964.3 0.5181670E-01 0.4989598E-01  1.833119      3.504000    
  1964.4 0.5704364E-01 0.4953597E-01  1.313964      3.685000    
  1965.1 0.6268250E-01 0.4871666E-01 0.6148836      3.899667    
  1965.2 0.6857674E-01 0.4655354E-01 0.1596984      3.879000    
  1965.3 0.6742806E-01 0.4351989E-01 0.3016207      3.859667    
  1965.4 0.6432802E-01 0.4102298E-01 0.8087811      4.158667    
  1966.1 0.5837544E-01 0.3848268E-01  2.130426      4.630667    
  1966.2 0.5333057E-01 0.3807639E-01  2.980456      4.597333    
  1966.3 0.4591423E-01 0.3750700E-01  3.607274      5.047667    
  1966.4 0.3728989E-01 0.3683286E-01  4.599986      5.246000    
  1967.1 0.3051934E-01 0.3809930E-01  5.202076      4.533667    
  1967.2 0.2478920E-01 0.3806934E-01  5.949128      3.657333    
  1967.3 0.2015223E-01 0.3784696E-01  6.683184      4.344667    
  1967.4 0.2136522E-01 0.3915978E-01  7.096285      4.787333    
  1968.1 0.2097424E-01 0.3728355E-01  7.422035      5.064667    
  1968.2 0.2519975E-01 0.3537721E-01  7.426465      5.510000    
  1968.3 0.2978845E-01 0.3510557E-01  7.163655      5.226333    
  1968.4 0.3816210E-01 0.3392130E-01  6.787350      5.580667    
  1969.1 0.4638392E-01 0.3376971E-01  5.643825      6.137667    
  1969.2 0.5610325E-01 0.3424592E-01  4.402866      6.240000    
  1969.3 0.6813530E-01 0.3590757E-01  3.378639      7.046667    
  1969.4 0.7548926E-01 0.3581941E-01  3.046214      7.317667    
  1970.1 0.8005752E-01 0.4159508E-01  2.870364      7.262667    
  1970.2 0.8251206E-01 0.4746577E-01  2.061195      6.752333    
  1970.3 0.8198208E-01 0.5169088E-01  1.760145      6.374667    
  1970.4 0.7562937E-01 0.5802797E-01  2.524670      5.358333    
  1971.1 0.6986076E-01 0.5914467E-01  3.492177      3.863333    
  1971.2 0.6473293E-01 0.5907857E-01  4.130374      4.206000    
  1971.3 0.5532216E-01 0.5983336E-01  5.690733      5.050333    
  1971.4 0.4756098E-01 0.5954344E-01  6.354549      4.234333    
  1972.1 0.4235207E-01 0.5768041E-01  7.242561      3.435333    
  1972.2 0.4282910E-01 0.5658509E-01  7.559934      3.748333    
  1972.3 0.4437812E-01 0.5584112E-01  7.432424      4.241333    
  1972.4 0.4634906E-01 0.5304486E-01  7.536374      4.851333    
  1973.1 0.4601416E-01 0.4950510E-01  7.138969      5.639667    
  1973.2 0.4623628E-01 0.4889844E-01  6.753837      6.608333    
  1973.3 0.5061852E-01 0.4793204E-01  7.008298      8.388333    
  1973.4 0.5205463E-01 0.4769321E-01  7.450116      7.461667    
  1974.1 0.5467075E-01 0.5085049E-01  7.836259      7.600333    
  1974.2 0.5481033E-01 0.5161500E-01  7.898426      8.268000    
  1974.3 0.5856976E-01 0.5583721E-01  8.141575      8.286333    
  1974.4 0.5871366E-01 0.6556479E-01  7.046797      7.336000    
  1975.1 0.6283094E-01 0.8217515E-01  7.586948      5.873333    
  1975.2 0.6456150E-01 0.8828988E-01  8.164830      5.400667    
  1975.3 0.6875717E-01 0.8467753E-01  7.720743      6.336667    
  1975.4 0.7572891E-01 0.8259670E-01  6.572708      5.684333    
  1976.1 0.8042091E-01 0.7723461E-01  5.313687      4.953333    
  1976.2 0.8454200E-01 0.7526804E-01  4.444362      5.168667    
  1976.3 0.8929697E-01 0.7700112E-01  4.500065      5.168667    
  1976.4 0.9031428E-01 0.7733424E-01  4.621871      4.698000    
  1977.1 0.9069265E-01 0.7493048E-01  4.695043      4.624000    
  1977.2 0.8778163E-01 0.7104693E-01  4.844894      4.828667    
  1977.3 0.8602414E-01 0.6864221E-01  4.764137      5.472000    
  1977.4 0.8255188E-01 0.6612385E-01  4.529484      6.137000    
  1978.1 0.7531324E-01 0.6326666E-01  5.664161      6.408000    
  1978.2 0.6750555E-01 0.5999476E-01  7.286598      6.481000    
  1978.3 0.5972032E-01 0.6021465E-01  8.091449      7.315333    
  1978.4 0.5115322E-01 0.5883992E-01  8.600518      8.680333    
  1979.1 0.4570022E-01 0.5877879E-01  10.11719      9.357667    
  1979.2 0.4462880E-01 0.5714052E-01  11.32905      9.372333    
  1979.3 0.4918552E-01 0.5868435E-01  12.00093      9.631333    
  1979.4 0.5412259E-01 0.5940129E-01  13.46681      11.80367    
  1980.1 0.5577921E-01 0.6296949E-01  11.28139      13.45867    
  1980.2 0.5886740E-01 0.7323656E-01  10.48857      10.04933    
  1980.3 0.6734641E-01 0.7680771E-01  10.25577      9.235333    
  1980.4 0.7347531E-01 0.7398623E-01  13.53074      13.70967    
  1981.1 0.7951775E-01 0.7426606E-01  11.88304      14.36900    
  1981.2 0.8638706E-01 0.7398937E-01  8.992429      14.82900    
  1981.3 0.9153488E-01 0.7417361E-01  8.950449      15.08733    
  1981.4 0.9221519E-01 0.8241053E-01  11.27352      12.02267    
  1982.1 0.8922589E-01 0.8843563E-01  16.66833      12.89500    
  1982.2 0.8778062E-01 0.9425762E-01  17.93884      12.35900    
  1982.3 0.8810594E-01 0.9942961E-01  14.53489      9.705333    
  1982.4 0.8797572E-01 0.1067659      12.51093      7.935000    
  1983.1 0.9410678E-01 0.1039701      12.05305      8.081333    
  1983.2 0.9247992E-01 0.1010214      12.25600      8.420667    
  1983.3 0.8211566E-01 0.9360138E-01  12.58923      9.186667    
  1983.4 0.7730296E-01 0.8541760E-01  11.42026      8.793333    
  1984.1 0.7254925E-01 0.7871758E-01  11.51148      9.133333    
  1984.2 0.6893234E-01 0.7478733E-01  12.38150      9.843333    
  1984.3 0.6915736E-01 0.7451999E-01  12.94818      10.34333    
  1984.4 0.6669977E-01 0.7283015E-01  11.54128      8.973333    
  1985.1 0.6614195E-01 0.7279936E-01  10.64623      8.183333    
  1985.2 0.6199382E-01 0.7288834E-01  11.27920      7.523333    
  1985.3 0.5910685E-01 0.7210537E-01  11.80778      7.103333    
  1985.4 0.5559554E-01 0.7054201E-01  12.28077      7.146667    
  1986.1 0.5786781E-01 0.7015712E-01  11.31555      6.886667    
  1986.2 0.5898945E-01 0.7180384E-01  10.50767      6.130000    
  1986.3 0.5902393E-01 0.6991001E-01  10.51407      5.533333    
  1986.4 0.5844729E-01 0.6835172E-01  10.46428      5.340000    
  1987.1 0.5803214E-01 0.6620689E-01  10.73589      5.533333    
  1987.2 0.5817234E-01 0.6280795E-01  10.38263      5.733333    
  1987.3 0.5418690E-01 0.6014193E-01  10.22615      6.033333    
  1987.4 0.4737701E-01 0.5868976E-01  10.28449      6.003333    
  1988.1 0.4153219E-01 0.5727587E-01  10.02403      5.760000    
  1988.2 0.3712646E-01 0.5487146E-01  9.436256      6.230000    
  1988.3 0.3672558E-01 0.5492451E-01  9.438738      6.993333    
  1988.4 0.3179514E-01 0.5350265E-01  9.599375      7.703333    
  1989.1 0.2938651E-01 0.5215423E-01  9.339825      8.533333    
  1989.2 0.2664548E-01 0.5244464E-01  9.420921      8.440000    
  1989.3 0.2332051E-01 0.5277223E-01  9.530627      7.850000    
  1989.4 0.2485002E-01 0.5373561E-01  9.192361      7.633333    
  1990.1 0.2337639E-01 0.5300361E-01  9.293377      7.756667    
  1990.2 0.2133077E-01 0.5337414E-01  9.250297      7.766667    
  1990.3 0.2375010E-01 0.5687498E-01  8.883689      7.493333    
  1990.4 0.2635921E-01 0.6113686E-01  8.616632      7.023333    
  1991.1 0.2696838E-01 0.6574073E-01  9.012704      6.053333    
  1991.2 0.2924614E-01 0.6823443E-01  9.093136      5.593333    
  1991.3 0.3200267E-01 0.6853392E-01  8.504031      5.406667    
  1991.4 0.3642933E-01 0.7096660E-01  7.860304      4.583333    
  1992.1 0.4232290E-01 0.7379080E-01  7.210143      3.910000    
  1992.2 0.4774272E-01 0.7594573E-01  6.434056      3.723333    
  1992.3 0.4951982E-01 0.7626478E-01  5.796532      3.130000    
  1992.4 0.5351419E-01 0.7406133E-01  4.872914      3.076667    
  1993.1 0.5369185E-01 0.7149713E-01  4.460232      2.993333    
  1993.2 0.5515643E-01 0.7068857E-01  3.844549      2.983333    
  1993.3 0.5956148E-01 0.6799552E-01  3.609700      3.020000    
  1993.4 0.6055447E-01 0.6619143E-01  3.837152      3.080000    
  1994.1 0.6091286E-01 0.6555817E-01  4.134687      3.250000    
  1994.2 0.6267570E-01 0.6165512E-01  3.927228      4.036667    
  1994.3 0.5929378E-01 0.6001291E-01  4.616172      4.510000    
  1994.4 0.5740586E-01 0.5619378E-01  4.431586      5.283333    
  1995.1 0.5497125E-01 0.5477964E-01  4.261170      5.780000    
  1995.2 0.5198251E-01 0.5674622E-01  4.896098      5.623333    
  1995.3 0.5223267E-01 0.5658385E-01  5.394208      5.380000    
  1995.4 0.5002778E-01 0.5572015E-01  5.979765      5.270000    
  1996.1 0.5552505E-01 0.5545427E-01  5.074065      4.950000    
  1996.2 0.6345394E-01 0.5470120E-01  3.858472      5.040000    
  1996.3 0.7076258E-01 0.5259294E-01  2.356726      5.136667    
  1996.4 0.7361677E-01 0.5310254E-01  1.775530      4.970000    
  1997.1 0.7577793E-01 0.5223738E-01  1.122948      5.063333    
  1997.2 0.7617506E-01 0.4974959E-01 0.9786510      5.073333    
  1997.3 0.7226059E-01 0.4858023E-01  1.301390      5.056667    
  1997.4 0.6827044E-01 0.4680572E-01  1.298528      5.086667    
  1998.1 0.6193745E-01 0.4637954E-01  1.574753      5.053333    
  1998.2 0.5521942E-01 0.4414228E-01  2.354755      4.976667    
  1998.3 0.4977331E-01 0.4528502E-01  3.142403      4.823333    
  1998.4 0.4754264E-01 0.4429607E-01  3.412133      4.253333    
  1999.1 0.4309281E-01 0.4284456E-01  3.968390      4.406667    
  1999.2 0.4706000E-01 0.4248440E-01  3.763498      4.453333    
  1999.3 0.4985706E-01 0.4243400E-01  2.871404      4.650000    
  1999.4 0.5371968E-01 0.4077788E-01  2.271436      5.043333    
  2000.1 0.5348587E-01 0.4048765E-01  2.800801      5.520000    
  2000.2 0.5755333E-01 0.3947782E-01  2.814105      5.713333    
  2000.3 0.6325932E-01 0.4030117E-01  1.592296      6.016667    
  2000.4 0.6486675E-01 0.3918419E-01  1.039536      6.016667    
  2001.1 0.6402872E-01 0.4230321E-01  1.486811      4.816667    
  2001.2 0.5966593E-01 0.4411448E-01  2.590750      3.660000    
  2001.3 0.5901788E-01 0.4819249E-01  2.892991      3.170000    
  2001.4 0.5626179E-01 0.5537421E-01  2.563745      1.906667    
  2002.1 0.4991516E-01 0.5705425E-01  3.374744      1.820000    
  2002.2 0.4300125E-01 0.5845793E-01  4.231897      1.716667    
  2002.3 0.4118632E-01 0.5732000E-01  4.520818      1.643333    
  2002.4 0.3834680E-01 0.5851777E-01  4.591285      1.333333    
  2003.1 0.3785693E-01 0.5873963E-01  5.345787      1.156667    
  2003.2 0.3808831E-01 0.6152488E-01  5.446848      1.043333    
  2003.3 0.3876248E-01 0.6107130E-01  4.562417     0.9300000    
  2003.4 0.4516607E-01 0.5820932E-01  4.052098     0.9166667    
  2004.1 0.4555639E-01 0.5687648E-01  4.567807     0.9166667    
  2004.2 0.4461451E-01 0.5595400E-01  4.911018      1.076667    
  2004.3 0.4126487E-01 0.5440757E-01  4.948755      1.486667    
  2004.4 0.4062557E-01 0.5396538E-01  5.003235      2.006667    
  2005.1 0.4173170E-01 0.5292068E-01  5.839459      2.536667    
  2005.2 0.4222633E-01 0.5115378E-01  6.175590      2.863333    
  2005.3 0.4263052E-01 0.4975337E-01  5.944739      3.360000    
  2005.4 0.4446968E-01 0.4964352E-01  5.760089      3.826667    
  2006.1 0.4383794E-01 0.4731667E-01  5.525715      4.393333    
  2006.2 0.4325084E-01 0.4666969E-01  5.861599      4.703333    
  2006.3 0.4217564E-01 0.4655398E-01  6.403383      4.906667    
  2006.4 0.4525394E-01 0.4466963E-01  6.098746      4.903333    
  2007.1 0.5146716E-01 0.4536088E-01  5.655167      4.983333    
  2007.2 0.4857573E-01 0.4507805E-01  6.253577      4.736667    
  2007.3 0.4022151E-01 0.4670151E-01  7.175592      4.303333    
  2007.4 0.4133852E-01 0.4813029E-01  6.275050      3.390000    
  2008.1 0.4291389E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.4396458E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.4750106E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5070385E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.5415999E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.5945236E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.6927931E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.7306592E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.7566748E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8410340E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9306003E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9985383E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9925606E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9914461E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9673375E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9283133E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9186622E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9216330E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9657001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9867454E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1041561     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1085021     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1113988     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1091362     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1074404     0.7353172E-01 0.2160558E-01 0.2222305    
  2014.2 0.1069488     0.7371212E-01  0.000000     0.2267692    
  2014.3 0.1063441     0.7344075E-01  0.000000     0.2727381    
  2014.4 0.1041799     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1047144     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1046863     0.7041296E-01  0.000000     0.7056998    
  2015.3 0.1036299     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.1003222     0.6810526E-01 0.1174825      1.011500    
  2016.1 0.9622527E-01 0.6720077E-01 0.1256624      1.148466    
  2016.2 0.9235780E-01 0.6650839E-01  0.000000      1.268463    
  2016.3 0.9297486E-01 0.6602361E-01  0.000000      1.370028    
  2016.4 0.9160310E-01 0.6572500E-01 0.2387421      1.454232    
  2017.1 0.9153856E-01 0.6557762E-01  0.000000      1.523254    
  2017.2 0.9153629E-01 0.6554472E-01  0.000000      1.579320    
  2017.3 0.9224165E-01 0.6559437E-01  0.000000      1.624370    
  2017.4 0.8984465E-01 0.6569973E-01 0.3653650E-01  1.660170    
  2018.1 0.8946712E-01 0.6583532E-01  0.000000      1.688692    
  2018.2 0.8862884E-01 0.6598118E-01  0.000000      1.711782    
  2018.3 0.8585371E-01 0.6612472E-01 0.1024549      1.730742    
  2018.4 0.8583734E-01 0.6625905E-01  0.000000      1.746369    
  2019.1 0.8614889E-01 0.6637441E-01 0.2488204      1.759767    
  2019.2 0.8899046E-01 0.6646188E-01  0.000000      1.772234    
  2019.3 0.8034391E-01 0.6651811E-01  0.000000      1.784603    
  2019.4 0.6883611E-01 0.6654506E-01  2.057233      1.797049    
  2020.1 0.6269881E-01 0.6654177E-01  3.542698      1.809908    
  2020.2 0.6101392E-01 0.6650849E-01  3.972958      1.823601    
  2020.3 0.5425998E-01 0.6644969E-01  5.585763      1.838160    
  2020.4 0.5000529E-01 0.6637212E-01  4.706106      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.234125353535E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     107 IER= 4 F=  0.212480832423E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.15996776301E-08 -0.23405087785E-05 -0.27976630147E-05

X VALUES

  0.51181590539E+00  0.10896051811E+01 -0.18012148631E+00

MEAN OF DEPENDENT VARIABLE   749999.228772165

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.511815905       0.022036673   23.22564
  2       1.100000000       1.089605181       0.069845839   15.60014
  3      -0.100000000      -0.180121486       0.065985425   -2.72972

SE of equation          =      0.010205747
Sum of squared residuals =  0.212480832E-01   0.553869518E-01
Sum of ABS residuals     =  0.764001815    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99978

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.156964993554E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     121 IER= 4 F=  0.906779784845E-02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.82209536751E-05  0.84700149826E-05  0.87506377156E-05

X VALUES

  0.58817546044E+00  0.10477771294E+01 -0.12177078869E+00

MEAN OF DEPENDENT VARIABLE   749999.238452385

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.588175460       0.017776594   33.08707
  2       1.100000000       1.047777129       0.070688705   14.82241
  3      -0.100000000      -0.121770789       0.064694857   -1.88223

SE of equation          =      0.006667083
Sum of squared residuals =  0.906779785E-02   0.445888541E-01
Sum of ABS residuals     =  0.523310227    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99560

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.611386721234E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      89 IER= 4 F=  0.563679844716E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.76807291024E-05  0.20592125347E-05  0.23833116177E-05

X VALUES

  0.48258728279E+00  0.10426580676E+01 -0.12479453448E+00

MEAN OF DEPENDENT VARIABLE   749999.270015893

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.482587283       0.037047870   13.02605
  2       1.100000000       1.042658068       0.071598384   14.56259
  3      -0.100000000      -0.124794534       0.069237420   -1.80241

SE of equation          =      0.017134271
Sum of squared residuals =  0.563679845E-01   0.222045349    
Sum of ABS residuals     =   1.23610583    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96605

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.407673956200E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.327693445717E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.33841148733E-05  0.18542150328E-04  0.19720783339E-04

X VALUES

  0.45187580182E+00  0.10850575507E+01 -0.13739333384E+00

MEAN OF DEPENDENT VARIABLE   749999.267675857

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.451875802       0.014664983   30.81325
  2       1.100000000       1.085057551       0.071634137   15.14721
  3      -0.100000000      -0.137393334       0.068399258   -2.00870

SE of equation          =      0.012674149
Sum of squared residuals =  0.327693446E-01   0.169809381    
Sum of ABS residuals     =   1.07429857    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99428

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.584404074092E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      84 IER= 4 F=  0.584311243576E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.67923276434E-04  0.14420008316E-04  0.11876887228E-04

X VALUES

  0.48735675700E+00  0.10874639411E+01 -0.13184751895E+00

MEAN OF DEPENDENT VARIABLE   749999.277754354

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.487356757       0.473003837    1.03034
  2       1.100000000       1.087463941       3.041289357    0.35757
  3      -0.100000000      -0.131847519       2.890060835   -0.04562

SE of equation          =      0.535188827
Sum of squared residuals =   58.4311244        8.25482281    
Sum of ABS residuals     =   9.64008869    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97245

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.422217436992E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.420055678219E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.17717639049E-06  0.11608920504E-05  0.53452490341E-06

X VALUES

  0.64163407202E+00  0.97720734265E+00 -0.98956316885E-01

MEAN OF DEPENDENT VARIABLE   749999.203777384

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.641634072       0.223769817    2.86738
  2       1.100000000       0.977207343       0.361629664    2.70223
  3      -0.100000000      -0.098956317       0.363419319   -0.27229

SE of equation          =      0.143495521
Sum of squared residuals =   4.20055678        2.41509919    
Sum of ABS residuals     =   5.49475843    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94860

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.996260126712E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.808876426174E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.56483594065E-07 -0.86753322479E-06 -0.10565654240E-05

X VALUES

  0.11096019380E+01  0.10125728017E+01 -0.33665954811E-01

MEAN OF DEPENDENT VARIABLE   749999.406076480

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.109601938       0.107014177   10.36874
  2       1.100000000       1.012572802       0.083760929   12.08884
  3      -0.100000000      -0.033665955       0.083103443   -0.40511

SE of equation          =      0.070229434
Sum of squared residuals =  0.808876426        1.12913116    
Sum of ABS residuals     =   5.35929231    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95452

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.362701216129E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     109 IER= 4 F=  0.298489930489E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.97533732252E-06 -0.53383426249E-06  0.21436776329E-05

X VALUES

  0.55227745926E+00  0.84828101734E+00 -0.25498762263E+00

MEAN OF DEPENDENT VARIABLE   749999.286965552

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.552277459       0.034670296   15.92941
  2       1.100000000       0.848281017       0.086507848    9.80583
  3      -0.100000000      -0.254987623       0.085486145   -2.98279

SE of equation          =      0.038251613
Sum of squared residuals =  0.298489930        1.03630868    
Sum of ABS residuals     =   3.98870370    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68170

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.863936667170E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.756458831710E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.24108689196E-06  0.50835048965E-06  0.79411121976E-06

X VALUES

  0.92558807354E+00  0.85238786824E+00  0.72890254388E-01

MEAN OF DEPENDENT VARIABLE   749999.320418677

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.925588074       0.122233257    7.57231
  2       1.100000000       0.852387868       0.080058588   10.64705
  3      -0.100000000       0.072890254       0.080093678    0.91006

SE of equation          =      0.067915785
Sum of squared residuals =  0.756458832        1.05785473    
Sum of ABS residuals     =   4.78920061    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93913

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.307543385496E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      84 IER= 4 F=  0.298037353710E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.90623322042E-06 -0.28622085021E-05 -0.60264118295E-06

X VALUES

  0.40822312919E+00  0.10040990640E+01 -0.31392491649E-01

MEAN OF DEPENDENT VARIABLE   749999.343178347

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.408223129       0.092567690    4.41000
  2       1.100000000       1.004099064       0.075929371   13.22412
  3      -0.100000000      -0.031392492       0.076469189   -0.41052

SE of equation          =      0.043709219
Sum of squared residuals =  0.298037354        1.16243378    
Sum of ABS residuals     =   3.09298824    
R squared                =    1.00000
Durbin-Watson statistic  =    1.81556

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.352833430340E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     113 IER= 4 F=  0.317212616625E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.16317863207E-07 -0.22351619134E-06 -0.22738184998E-06

X VALUES

  0.48051334766E+00  0.11281521500E+01 -0.40174567314E+00

MEAN OF DEPENDENT VARIABLE   749999.280483716

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.480513348       0.051358756    9.35602
  2       1.100000000       1.128152150       0.101516359   11.11301
  3      -0.100000000      -0.401745673       0.098931906   -4.06083

SE of equation          =      0.039433029
Sum of squared residuals =  0.317212617        1.25165706    
Sum of ABS residuals     =   3.76605165    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68013

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.119009795585E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.921216955624E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.15030987287E-11 -0.17817902082E-11

X VALUES

  0.11540981592E+01 -0.50626398290E+00

MEAN OF DEPENDENT VARIABLE   749999.274120733

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.154098159       0.109683450   10.52208
  2      -0.100000000      -0.506263983       0.103931963   -4.87111

SE of equation          =      0.028180712
Sum of squared residuals =  0.921216956E-01    1.10831355    
Sum of ABS residuals     =   1.48410317    
R squared                =    1.00000
Durbin-Watson statistic  =    1.52487

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.374023803688E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.367036762250E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.97598212492E-11 -0.12004554004E-10

X VALUES

  0.11659830351E+01 -0.20808784771E+00

MEAN OF DEPENDENT VARIABLE   749999.297539520

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.165983035       0.081304485   14.34094
  2      -0.100000000      -0.208087848       0.082555636   -2.52058

SE of equation          =      0.042416976
Sum of squared residuals =  0.367036762        1.90698462    
Sum of ABS residuals     =   3.99996329    
R squared                =    1.00000
Durbin-Watson statistic  =    1.73370

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4824335E-01 0.5234225E-01 0.7641174      1.083667    
  1954.2 0.5135835E-01 0.5783462E-01 0.3646143     0.8143333    
  1954.3 0.5347965E-01 0.5970489E-01  1.450242     0.8696667    
  1954.4 0.5076125E-01 0.5361334E-01  3.301974      1.036333    
  1955.1 0.4737169E-01 0.4710636E-01  3.325579      1.256333    
  1955.2 0.4540941E-01 0.4380454E-01  3.376621      1.614333    
  1955.3 0.4235623E-01 0.4109694E-01  4.179556      1.861333    
  1955.4 0.4165143E-01 0.4208878E-01  5.213311      2.349333    
  1956.1 0.4040057E-01 0.4031458E-01  5.525560      2.379333    
  1956.2 0.3730726E-01 0.4190614E-01  5.510473      2.596667    
  1956.3 0.3490754E-01 0.4128671E-01  5.640319      2.596667    
  1956.4 0.3176907E-01 0.4100540E-01  6.102049      3.063667    
  1957.1 0.2782416E-01 0.3946671E-01  6.677534      3.171667    
  1957.2 0.2872057E-01 0.4062513E-01  6.304225      3.157000    
  1957.3 0.3101263E-01 0.4207225E-01  5.867000      3.382333    
  1957.4 0.2975263E-01 0.4923487E-01  6.002038      3.343333    
  1958.1 0.3299539E-01 0.6275076E-01  7.133773      1.838000    
  1958.2 0.3288757E-01 0.7359928E-01  7.387685      1.017667    
  1958.3 0.3504940E-01 0.7309055E-01  6.513300      1.710667    
  1958.4 0.4449232E-01 0.6352766E-01  5.372941      2.787667    
  1959.1 0.5684831E-01 0.5798631E-01  3.855052      2.800333    
  1959.2 0.6332540E-01 0.5104500E-01  3.011609      3.019333    
  1959.3 0.8023051E-01 0.5287044E-01  1.543325      3.533000    
  1959.4 0.8827437E-01 0.5592834E-01 0.1063384      4.299333    
  1960.1 0.9170501E-01 0.5159512E-01 0.1982018      3.943000    
  1960.2 0.9035269E-01 0.5225835E-01 0.6520346      3.092333    
  1960.3 0.8571965E-01 0.5549938E-01 0.8928007      2.390333    
  1960.4 0.7924434E-01 0.6251647E-01  1.383143      2.360667    
  1961.1 0.6841236E-01 0.6773354E-01  2.308053      2.376667    
  1961.2 0.6229873E-01 0.6971717E-01  2.873964      2.324667    
  1961.3 0.5626413E-01 0.6749309E-01  3.545480      2.324667    
  1961.4 0.4991149E-01 0.6171891E-01  4.597191      2.475000    
  1962.1 0.4336796E-01 0.5614436E-01  5.734395      2.739000    
  1962.2 0.4050522E-01 0.5482584E-01  6.615724      2.716000    
  1962.3 0.4438802E-01 0.5539051E-01  7.070269      2.858000    
  1962.4 0.4651814E-01 0.5505923E-01  5.942027      2.803333    
  1963.1 0.5305569E-01 0.5779253E-01  4.639997      2.909000    
  1963.2 0.5953254E-01 0.5680856E-01  3.722316      2.941333    
  1963.3 0.6104342E-01 0.5493742E-01  3.419738      3.280667    
  1963.4 0.6237415E-01 0.5572673E-01  2.837621      3.499333    
  1964.1 0.6060245E-01 0.5457706E-01  3.001377      3.538000    
  1964.2 0.6104473E-01 0.5220257E-01  3.260928      3.481333    
  1964.3 0.6056227E-01 0.4989598E-01  3.372070      3.504000    
  1964.4 0.5866946E-01 0.4953597E-01  3.648996      3.685000    
  1965.1 0.5927669E-01 0.4871666E-01  3.351514      3.899667    
  1965.2 0.6048367E-01 0.4655354E-01  3.019891      3.879000    
  1965.3 0.5513419E-01 0.4351989E-01  3.373652      3.859667    
  1965.4 0.4859489E-01 0.4102298E-01  4.141542      4.158667    
  1966.1 0.3951520E-01 0.3848268E-01  5.589574      4.630667    
  1966.2 0.3408473E-01 0.3807639E-01  6.351880      4.597333    
  1966.3 0.2953366E-01 0.3750700E-01  6.712164      5.047667    
  1966.4 0.2558575E-01 0.3683286E-01  7.213642      5.246000    
  1967.1 0.2238447E-01 0.3809930E-01  7.352091      4.533667    
  1967.2 0.2136761E-01 0.3806934E-01  7.992714      3.657333    
  1967.3 0.2278473E-01 0.3784696E-01  8.772301      4.344667    
  1967.4 0.2499768E-01 0.3915978E-01  9.639710      4.787333    
  1968.1 0.2205356E-01 0.3728355E-01  10.10787      5.064667    
  1968.2 0.2379851E-01 0.3537721E-01  9.783060      5.510000    
  1968.3 0.2740094E-01 0.3510557E-01  9.534790      5.226333    
  1968.4 0.3413232E-01 0.3392130E-01  9.619164      5.580667    
  1969.1 0.3641786E-01 0.3376971E-01  8.909228      6.137667    
  1969.2 0.3990659E-01 0.3424592E-01  7.979599      6.240000    
  1969.3 0.4697322E-01 0.3590757E-01  6.874760      7.046667    
  1969.4 0.5348396E-01 0.3581941E-01  6.034369      7.317667    
  1970.1 0.5287496E-01 0.4159508E-01  6.319858      7.262667    
  1970.2 0.5362995E-01 0.4746577E-01  6.582829      6.752333    
  1970.3 0.5342003E-01 0.5169088E-01  6.929133      6.374667    
  1970.4 0.5188693E-01 0.5802797E-01  7.492786      5.358333    
  1971.1 0.4882969E-01 0.5914467E-01  8.025719      3.863333    
  1971.2 0.4559775E-01 0.5907857E-01  8.391930      4.206000    
  1971.3 0.3913503E-01 0.5983336E-01  8.800888      5.050333    
  1971.4 0.3063008E-01 0.5954344E-01  9.737848      4.234333    
  1972.1 0.2588881E-01 0.5768041E-01  11.30374      3.435333    
  1972.2 0.2551096E-01 0.5658509E-01  12.08787      3.748333    
  1972.3 0.2358889E-01 0.5584112E-01  12.32025      4.241333    
  1972.4 0.1995037E-01 0.5304486E-01  12.80998      4.851333    
  1973.1 0.2284613E-01 0.4950510E-01  13.32634      5.639667    
  1973.2 0.3576185E-01 0.4889844E-01  10.78562      6.608333    
  1973.3 0.3613131E-01 0.4793204E-01  9.462672      8.388333    
  1973.4 0.3434266E-01 0.4769321E-01  11.53532      7.461667    
  1974.1 0.3389376E-01 0.5085049E-01  12.71876      7.600333    
  1974.2 0.3287176E-01 0.5161500E-01  12.29149      8.268000    
  1974.3 0.3627264E-01 0.5583721E-01  11.78601      8.286333    
  1974.4 0.3793477E-01 0.6556479E-01  11.17497      7.336000    
  1975.1 0.4148565E-01 0.8217515E-01  9.987532      5.873333    
  1975.2 0.4550389E-01 0.8828988E-01  8.659590      5.400667    
  1975.3 0.5218924E-01 0.8467753E-01  8.226886      6.336667    
  1975.4 0.5974461E-01 0.8259670E-01  6.767712      5.684333    
  1976.1 0.6049236E-01 0.7723461E-01  6.243945      4.953333    
  1976.2 0.6020214E-01 0.7526804E-01  6.935151      5.168667    
  1976.3 0.5769279E-01 0.7700112E-01  7.759119      5.168667    
  1976.4 0.5858023E-01 0.7733424E-01  7.708039      4.698000    
  1977.1 0.5904983E-01 0.7493048E-01  8.115838      4.624000    
  1977.2 0.6217678E-01 0.7104693E-01  8.645992      4.828667    
  1977.3 0.6267984E-01 0.6864221E-01  9.741936      5.472000    
  1977.4 0.6444260E-01 0.6612385E-01  8.251670      6.137000    
  1978.1 0.6974518E-01 0.6326666E-01  7.143010      6.408000    
  1978.2 0.7362355E-01 0.5999476E-01  6.779002      6.481000    
  1978.3 0.7677011E-01 0.6021465E-01  6.559671      7.315333    
  1978.4 0.7644455E-01 0.5883992E-01  6.504340      8.680333    
  1979.1 0.7478868E-01 0.5877879E-01  6.698148      9.357667    
  1979.2 0.7340846E-01 0.5714052E-01  6.416924      9.372333    
  1979.3 0.7357985E-01 0.5868435E-01  6.824815      9.631333    
  1979.4 0.7456947E-01 0.5940129E-01  11.40510      11.80367    
  1980.1 0.7370277E-01 0.6296949E-01  11.33739      13.45867    
  1980.2 0.7204962E-01 0.7323656E-01  9.813885      10.04933    
  1980.3 0.7818176E-01 0.7680771E-01  9.047639      9.235333    
  1980.4 0.8089704E-01 0.7398623E-01  11.77650      13.70967    
  1981.1 0.8359995E-01 0.7426606E-01  11.63641      14.36900    
  1981.2 0.9085981E-01 0.7398937E-01  13.07943      14.82900    
  1981.3 0.9597508E-01 0.7417361E-01  13.81279      15.08733    
  1981.4 0.1002067     0.8241053E-01  13.37238      12.02267    
  1982.1 0.1039209     0.8843563E-01  15.76138      12.89500    
  1982.2 0.1086587     0.9425762E-01  15.24197      12.35900    
  1982.3 0.1124995     0.9942961E-01  13.37765      9.705333    
  1982.4 0.1145776     0.1067659      12.06113      7.935000    
  1983.1 0.1132514     0.1039701      11.64944      8.081333    
  1983.2 0.1066229     0.1010214      11.78725      8.420667    
  1983.3 0.1025550     0.9360138E-01  11.71502      9.186667    
  1983.4 0.9667676E-01 0.8541760E-01  10.19427      8.793333    
  1984.1 0.9585645E-01 0.7871758E-01  9.969043      9.133333    
  1984.2 0.9739512E-01 0.7478733E-01  7.988420      9.843333    
  1984.3 0.8983016E-01 0.7451999E-01  7.002774      10.34333    
  1984.4 0.7631012E-01 0.7283015E-01  9.295062      8.973333    
  1985.1 0.6165077E-01 0.7279936E-01  12.06720      8.183333    
  1985.2 0.5353845E-01 0.7288834E-01  13.20034      7.523333    
  1985.3 0.5039445E-01 0.7210537E-01  13.46869      7.103333    
  1985.4 0.4895676E-01 0.7054201E-01  12.34128      7.146667    
  1986.1 0.4969437E-01 0.7015712E-01  11.82850      6.886667    
  1986.2 0.5078725E-01 0.7180384E-01  12.28300      6.130000    
  1986.3 0.5510262E-01 0.6991001E-01  12.94495      5.533333    
  1986.4 0.5647159E-01 0.6835172E-01  11.58750      5.340000    
  1987.1 0.6215052E-01 0.6620689E-01  10.12973      5.533333    
  1987.2 0.6374315E-01 0.6280795E-01  9.762785      5.733333    
  1987.3 0.6637122E-01 0.6014193E-01  9.748025      6.033333    
  1987.4 0.6512199E-01 0.5868976E-01  9.814583      6.003333    
  1988.1 0.6902441E-01 0.5727587E-01  8.857165      5.760000    
  1988.2 0.6991721E-01 0.5487146E-01  7.723769      6.230000    
  1988.3 0.7310502E-01 0.5492451E-01  6.840563      6.993333    
  1988.4 0.7049273E-01 0.5350265E-01  5.877340      7.703333    
  1989.1 0.6645495E-01 0.5215423E-01  6.659861      8.533333    
  1989.2 0.6219954E-01 0.5244464E-01  7.236889      8.440000    
  1989.3 0.5745095E-01 0.5277223E-01  7.065100      7.850000    
  1989.4 0.5352107E-01 0.5373561E-01  7.008364      7.633333    
  1990.1 0.5084145E-01 0.5300361E-01  7.334425      7.756667    
  1990.2 0.5376232E-01 0.5337414E-01  5.155285      7.766667    
  1990.3 0.4922095E-01 0.5687498E-01  4.076941      7.493333    
  1990.4 0.4238601E-01 0.6113686E-01  6.251281      7.023333    
  1991.1 0.3555388E-01 0.6574073E-01  7.751633      6.053333    
  1991.2 0.3060587E-01 0.6823443E-01  7.926638      5.593333    
  1991.3 0.2883400E-01 0.6853392E-01  7.537475      5.406667    
  1991.4 0.2816629E-01 0.7096660E-01  7.499622      4.583333    
  1992.1 0.2748837E-01 0.7379080E-01  8.724774      3.910000    
  1992.2 0.2974648E-01 0.7594573E-01  9.080213      3.723333    
  1992.3 0.3268448E-01 0.7626478E-01  8.490162      3.130000    
  1992.4 0.3766203E-01 0.7406133E-01  8.074100      3.076667    
  1993.1 0.4403706E-01 0.7149713E-01  7.409184      2.993333    
  1993.2 0.4845090E-01 0.7068857E-01  6.701323      2.983333    
  1993.3 0.5142864E-01 0.6799552E-01  6.218198      3.020000    
  1993.4 0.5640822E-01 0.6619143E-01  5.461772      3.080000    
  1994.1 0.5811553E-01 0.6555817E-01  5.321900      3.250000    
  1994.2 0.5869999E-01 0.6165512E-01  5.265727      4.036667    
  1994.3 0.5755293E-01 0.6001291E-01  5.185650      4.510000    
  1994.4 0.5370179E-01 0.5619378E-01  5.283499      5.283333    
  1995.1 0.5207551E-01 0.5477964E-01  4.663434      5.780000    
  1995.2 0.5157399E-01 0.5674622E-01  4.323002      5.623333    
  1995.3 0.5431918E-01 0.5658385E-01  4.302466      5.380000    
  1995.4 0.5501087E-01 0.5572015E-01  4.433058      5.270000    
  1996.1 0.5867812E-01 0.5545427E-01  3.938726      4.950000    
  1996.2 0.6120393E-01 0.5470120E-01  3.289590      5.040000    
  1996.3 0.6098429E-01 0.5259294E-01  2.776598      5.136667    
  1996.4 0.6055428E-01 0.5310254E-01  2.157260      4.970000    
  1997.1 0.5841392E-01 0.5223738E-01  2.017711      5.063333    
  1997.2 0.5585853E-01 0.4974959E-01  1.813669      5.073333    
  1997.3 0.5576325E-01 0.4858023E-01  2.325630      5.056667    
  1997.4 0.5370548E-01 0.4680572E-01  2.707388      5.086667    
  1998.1 0.5003107E-01 0.4637954E-01  2.868522      5.053333    
  1998.2 0.4698475E-01 0.4414228E-01  3.181034      4.976667    
  1998.3 0.4513785E-01 0.4528502E-01  3.628978      4.823333    
  1998.4 0.4626149E-01 0.4429607E-01  3.592703      4.253333    
  1999.1 0.4699902E-01 0.4284456E-01  3.527113      4.406667    
  1999.2 0.4734965E-01 0.4248440E-01  3.307215      4.453333    
  1999.3 0.4798423E-01 0.4243400E-01  3.475219      4.650000    
  1999.4 0.4663386E-01 0.4077788E-01  3.930830      5.043333    
  2000.1 0.4300910E-01 0.4048765E-01  4.630542      5.520000    
  2000.2 0.4375378E-01 0.3947782E-01  4.266118      5.713333    
  2000.3 0.4530092E-01 0.4030117E-01  3.468463      6.016667    
  2000.4 0.4784585E-01 0.3918419E-01  2.615950      6.016667    
  2001.1 0.4758243E-01 0.4230321E-01  2.771819      4.816667    
  2001.2 0.4554748E-01 0.4411448E-01  3.440852      3.660000    
  2001.3 0.4675714E-01 0.4819249E-01  4.447377      3.170000    
  2001.4 0.4583035E-01 0.5537421E-01  5.672045      1.906667    
  2002.1 0.4033298E-01 0.5705425E-01  5.954988      1.820000    
  2002.2 0.3578581E-01 0.5845793E-01  5.847808      1.716667    
  2002.3 0.3119911E-01 0.5732000E-01  6.120298      1.643333    
  2002.4 0.3194536E-01 0.5851777E-01  6.465627      1.333333    
  2003.1 0.3172186E-01 0.5873963E-01  6.066413      1.156667    
  2003.2 0.3568097E-01 0.6152488E-01  5.319700      1.043333    
  2003.3 0.4226661E-01 0.6107130E-01  4.953652     0.9300000    
  2003.4 0.4567994E-01 0.5820932E-01  4.907173     0.9166667    
  2004.1 0.4742320E-01 0.5687648E-01  4.836528     0.9166667    
  2004.2 0.4789701E-01 0.5595400E-01  4.878216      1.076667    
  2004.3 0.4241540E-01 0.5440757E-01  5.256610      1.486667    
  2004.4 0.4006211E-01 0.5396538E-01  5.481555      2.006667    
  2005.1 0.3958816E-01 0.5292068E-01  6.362494      2.536667    
  2005.2 0.3671696E-01 0.5115378E-01  6.925299      2.863333    
  2005.3 0.3641152E-01 0.4975337E-01  6.456433      3.360000    
  2005.4 0.4218773E-01 0.4964352E-01  5.406596      3.826667    
  2006.1 0.5175880E-01 0.4731667E-01  4.052592      4.393333    
  2006.2 0.5902542E-01 0.4666969E-01  3.112272      4.703333    
  2006.3 0.6185588E-01 0.4655398E-01  2.828405      4.906667    
  2006.4 0.6446476E-01 0.4466963E-01  1.959953      4.903333    
  2007.1 0.6093640E-01 0.4536088E-01  1.632867      4.983333    
  2007.2 0.5601133E-01 0.4507805E-01  2.689221      4.736667    
  2007.3 0.5016556E-01 0.4670151E-01  3.980462      4.303333    
  2007.4 0.4677313E-01 0.4813029E-01  5.107865      3.390000    
  2008.1 0.4303734E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.4307894E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5016748E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5649073E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6789154E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7941398E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8773350E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9281106E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1018967     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9860734E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9222607E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.8968672E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9190760E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.8747215E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.7848827E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.7612426E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.7186752E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.7080276E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.6819766E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.6526255E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.6853048E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7330376E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7829872E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7961302E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8171832E-01 0.7353172E-01 0.4108278     0.2222305    
  2014.2 0.8648929E-01 0.7371212E-01 0.2712573     0.2267692    
  2014.3 0.8795918E-01 0.7344075E-01 0.9041946     0.2727381    
  2014.4 0.8795440E-01 0.7270034E-01 0.5763850     0.3896289    
  2015.1 0.9217826E-01 0.7163268E-01  0.000000     0.5446822    
  2015.2 0.9164669E-01 0.7041296E-01  0.000000     0.7056998    
  2015.3 0.8954100E-01 0.6919799E-01 0.8681992     0.8622789    
  2015.4 0.8766488E-01 0.6810526E-01  1.017471      1.011500    
  2016.1 0.8586173E-01 0.6720077E-01 0.4020770      1.148466    
  2016.2 0.8179893E-01 0.6650839E-01 0.7585165      1.268463    
  2016.3 0.7946914E-01 0.6602361E-01  1.702985      1.370028    
  2016.4 0.7802880E-01 0.6572500E-01  2.754082      1.454232    
  2017.1 0.7768311E-01 0.6557762E-01  1.778087      1.523254    
  2017.2 0.7813395E-01 0.6554472E-01 0.1082088      1.579320    
  2017.3 0.8062414E-01 0.6559437E-01  0.000000      1.624370    
  2017.4 0.8586244E-01 0.6569973E-01  0.000000      1.660170    
  2018.1 0.8741476E-01 0.6583532E-01  0.000000      1.688692    
  2018.2 0.8873844E-01 0.6598118E-01  0.000000      1.711782    
  2018.3 0.9400642E-01 0.6612472E-01  0.000000      1.730742    
  2018.4 0.9575180E-01 0.6625905E-01 0.1385433E-01  1.746369    
  2019.1 0.9766729E-01 0.6637441E-01 0.2040263      1.759767    
  2019.2 0.9932032E-01 0.6646188E-01 0.4070553      1.772234    
  2019.3 0.9360406E-01 0.6651811E-01  1.905639      1.784603    
  2019.4 0.8689514E-01 0.6654506E-01  1.071078      1.797049    
  2020.1 0.8137706E-01 0.6654177E-01 0.6551874      1.809908    
  2020.2 0.7664899E-01 0.6650849E-01  1.305928      1.823601    
  2020.3 0.7639389E-01 0.6644969E-01  1.744656      1.838160    
  2020.4 0.7504481E-01 0.6637212E-01  1.388001      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.299001098967E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     116 IER= 4 F=  0.278180791253E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.73465823071E-07  0.45083975785E-07  0.18568787393E-07

X VALUES

  0.52593767960E+00  0.12102821928E+01 -0.25156206410E+00

MEAN OF DEPENDENT VARIABLE   749999.229075490

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.525937680       0.014729448   35.70654
  2       1.100000000       1.210282193       0.068931704   17.55770
  3      -0.100000000      -0.251562064       0.067386633   -3.73312

SE of equation          =      0.011677463
Sum of squared residuals =  0.278180791E-01   0.794080574E-01
Sum of ABS residuals     =  0.776437169    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99993

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.202623932721E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     120 IER= 4 F=  0.133658085881E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.36391760893E-06 -0.38968384102E-06 -0.33092030169E-06

X VALUES

  0.60664124042E+00  0.11782702492E+01 -0.23098386707E+00

MEAN OF DEPENDENT VARIABLE   749999.238886631

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.606641240       0.019753005   30.71134
  2       1.100000000       1.178270249       0.069231090   17.01938
  3      -0.100000000      -0.230983867       0.064447038   -3.58409

SE of equation          =      0.008094360
Sum of squared residuals =  0.133658086E-01   0.132911602E-01
Sum of ABS residuals     =  0.613461163    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99353

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.569330615034E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     116 IER= 4 F=  0.427639474685E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.63506448707E-08 -0.88614609925E-09  0.10974263028E-09

X VALUES

  0.27768601664E+00  0.11496227602E+01 -0.18494423355E+00

MEAN OF DEPENDENT VARIABLE   749999.276313258

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.277686017       0.033613169    8.26123
  2       1.100000000       1.149622760       0.078125666   14.71505
  3      -0.100000000      -0.184944234       0.077031434   -2.40089

SE of equation          =      0.014924104
Sum of squared residuals =  0.427639475E-01   0.173234290    
Sum of ABS residuals     =  0.990077413    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95829

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.434953620143E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     125 IER= 4 F=  0.360726398497E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.18359632865E-06 -0.31453655528E-05 -0.37450115828E-05

X VALUES

  0.50482980422E+00  0.13747994109E+01 -0.39771792307E+00

MEAN OF DEPENDENT VARIABLE   749999.271795793

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.504829804       0.024903082   20.27178
  2       1.100000000       1.374799411       0.064337460   21.36857
  3      -0.100000000      -0.397717923       0.062601327   -6.35319

SE of equation          =      0.013297619
Sum of squared residuals =  0.360726398E-01   0.324516716E-01
Sum of ABS residuals     =   1.11408430    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99585

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.647954517171E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     109 IER= 3 F=  0.647841687694E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.40317924775E-06 -0.47272617912E-05 -0.55493387663E-05

X VALUES

  0.38472089048E+00  0.96525950886E+00 -0.21623778956E-02

MEAN OF DEPENDENT VARIABLE   749999.301570158

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.384720890       1.119622338    0.34362
  2       1.100000000       0.965259509       3.409042182    0.28315
  3      -0.100000000      -0.002162378       3.304972571   -0.00065

SE of equation          =      0.563533011
Sum of squared residuals =   64.7841688        9.00491007    
Sum of ABS residuals     =   10.0719760    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96628

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.148631932945E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.147920167056E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.24428220400E-06 -0.15771468288E-06  0.49145947753E-06

X VALUES

  0.58027218820E+00  0.10009330505E+01 -0.36435888178E-01

MEAN OF DEPENDENT VARIABLE   749999.228428134

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.580272188       0.144256653    4.02250
  2       1.100000000       1.000933051       0.196729652    5.08786
  3      -0.100000000      -0.036435888       0.203563735   -0.17899

SE of equation          =      0.085152737
Sum of squared residuals =   1.47920167        1.77025247    
Sum of ABS residuals     =   4.54901778    
R squared                =    1.00000
Durbin-Watson statistic  =    1.90497

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.783301212553E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.676468376739E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.63911552999E-07  0.49945241714E-05  0.48813662702E-05

X VALUES

  0.10531749822E+01  0.10796704538E+01 -0.92265028139E-01

MEAN OF DEPENDENT VARIABLE   749999.377844811

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.053174982       0.112641591    9.34979
  2       1.100000000       1.079670454       0.084877109   12.72040
  3      -0.100000000      -0.092265028       0.084594652   -1.09067

SE of equation          =      0.064224662
Sum of squared residuals =  0.676468377        1.11786212    
Sum of ABS residuals     =   4.92293922    
R squared                =    1.00000
Durbin-Watson statistic  =    1.73349

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.318269971055E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.286318193694E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.29083833009E-05  0.49528853327E-05  0.30897659567E-05

X VALUES

  0.64537848570E+00  0.10145712917E+01 -0.22775055183E+00

MEAN OF DEPENDENT VARIABLE   749999.271250273

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.645378486       0.053897184   11.97425
  2       1.100000000       1.014571292       0.095119153   10.66632
  3      -0.100000000      -0.227750552       0.094450740   -2.41132

SE of equation          =      0.037463590
Sum of squared residuals =  0.286318194        1.48468734    
Sum of ABS residuals     =   3.75469030    
R squared                =    1.00000
Durbin-Watson statistic  =    1.71614

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.504496589363E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      83 IER= 4 F=  0.471570586756E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.24830965003E-05  0.22125319356E-05 -0.20856062142E-05

X VALUES

  0.69963581646E+00  0.89264442580E+00  0.71710008040E-01

MEAN OF DEPENDENT VARIABLE   749999.312597522

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.699635816       0.118110154    5.92359
  2       1.100000000       0.892644426       0.082163433   10.86425
  3      -0.100000000       0.071710008       0.082814520    0.86591

SE of equation          =      0.053623040
Sum of squared residuals =  0.471570587        1.32974323    
Sum of ABS residuals     =   3.77785942    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94291

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.299394517625E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     113 IER= 1 F=  0.277363164797E+00
IER =  1 NO IMPROVEMENT FOR ANY VALUE OF LAMDA TRIED

GRADIENT VALUES

  0.47213140175E-08 -0.29520905278E-07 -0.22593521951E-07

X VALUES

  0.18218345256E+00  0.11027707954E+01 -0.16782196211E+00

MEAN OF DEPENDENT VARIABLE   749999.285957121

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.182183453       0.104591991    1.74185
  2       1.100000000       1.102770795       0.080046811   13.77657
  3      -0.100000000      -0.167821962       0.084260893   -1.99169

SE of equation          =      0.042165970
Sum of squared residuals =  0.277363165       0.807344149    
Sum of ABS residuals     =   2.99013043    
R squared                =    1.00000
Durbin-Watson statistic  =    1.80222

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.465442020029E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.369297629169E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.15774377178E-04 -0.51310175171E-05  0.58137504788E-05

X VALUES

  0.56229280954E+00  0.10155778582E+01 -0.48706228783E+00

MEAN OF DEPENDENT VARIABLE   749999.268903383

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.562292810       0.043704902   12.86567
  2       1.100000000       1.015577858       0.085157002   11.92595
  3      -0.100000000      -0.487062288       0.086661063   -5.62031

SE of equation          =      0.042547415
Sum of squared residuals =  0.369297629        1.24522554    
Sum of ABS residuals     =   4.01261419    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69778

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.116543828428E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.802958598743E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.44776606838E-11  0.51295347007E-11

X VALUES

  0.13637091032E+01 -0.58167544480E+00

MEAN OF DEPENDENT VARIABLE   749999.261293961

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.363709103       0.111327123   12.24957
  2      -0.100000000      -0.581675445       0.101174698   -5.74922

SE of equation          =      0.026309802
Sum of squared residuals =  0.802958599E-01   0.964777341    
Sum of ABS residuals     =   1.40513752    
R squared                =    1.00000
Durbin-Watson statistic  =    1.47189

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.269198215992E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      41 IER= 3 F=  0.249351905362E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.10862447936E-10 -0.11276981104E-10

X VALUES

  0.13670245457E+01 -0.41841409604E+00

MEAN OF DEPENDENT VARIABLE   749999.212933307

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.367024546       0.094654411   14.44227
  2      -0.100000000      -0.418414096       0.094731228   -4.41685

SE of equation          =      0.034961597
Sum of squared residuals =  0.249351905        1.10170976    
Sum of ABS residuals     =   3.20290039    
R squared                =    1.00000
Durbin-Watson statistic  =    1.75543

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4963372E-01 0.5234225E-01 0.8306988      1.083667    
  1954.2 0.5338925E-01 0.5783462E-01 0.6060371     0.8143333    
  1954.3 0.5579842E-01 0.5970489E-01 0.7368152     0.8696667    
  1954.4 0.5317718E-01 0.5361334E-01 0.7092324      1.036333    
  1955.1 0.4751952E-01 0.4710636E-01  1.492909      1.256333    
  1955.2 0.3962083E-01 0.4380454E-01  2.655611      1.614333    
  1955.3 0.2980557E-01 0.4109694E-01  3.691167      1.861333    
  1955.4 0.2182558E-01 0.4208878E-01  4.790517      2.349333    
  1956.1 0.1426849E-01 0.4031458E-01  5.414713      2.379333    
  1956.2 0.5964249E-02 0.4190614E-01  6.494709      2.596667    
  1956.3-0.7553120E-03 0.4128671E-01  7.682199      2.596667    
  1956.4-0.1304807E-02 0.4100540E-01  8.130768      3.063667    
  1957.1-0.7514460E-02 0.3946671E-01  9.078802      3.171667    
  1957.2-0.5611095E-02 0.4062513E-01  9.646322      3.157000    
  1957.3-0.7362883E-03 0.4207225E-01  9.554694      3.382333    
  1957.4 0.3378824E-02 0.4923487E-01  9.149520      3.343333    
  1958.1 0.1302091E-01 0.6275076E-01  8.838864      1.838000    
  1958.2 0.3090515E-01 0.7359928E-01  5.748552      1.017667    
  1958.3 0.3235625E-01 0.7309055E-01  4.063098      1.710667    
  1958.4 0.2934036E-01 0.6352766E-01  6.089120      2.787667    
  1959.1 0.2486349E-01 0.5798631E-01  7.834484      2.800333    
  1959.2 0.1977783E-01 0.5104500E-01  8.056040      3.019333    
  1959.3 0.3132961E-01 0.5287044E-01  6.587392      3.533000    
  1959.4 0.3524205E-01 0.5592834E-01  6.060322      4.299333    
  1960.1 0.3885048E-01 0.5159512E-01  5.746173      3.943000    
  1960.2 0.3670231E-01 0.5225835E-01  6.024155      3.092333    
  1960.3 0.3448188E-01 0.5549938E-01  6.325190      2.390333    
  1960.4 0.3390884E-01 0.6251647E-01  6.002493      2.360667    
  1961.1 0.3513577E-01 0.6773354E-01  6.452626      2.376667    
  1961.2 0.3362612E-01 0.6971717E-01  6.778047      2.324667    
  1961.3 0.3198496E-01 0.6749309E-01  6.580852      2.324667    
  1961.4 0.3549775E-01 0.6171891E-01  6.278465      2.475000    
  1962.1 0.4253965E-01 0.5614436E-01  5.478816      2.739000    
  1962.2 0.4723618E-01 0.5482584E-01  5.327114      2.716000    
  1962.3 0.5076671E-01 0.5539051E-01  5.306267      2.858000    
  1962.4 0.4973646E-01 0.5505923E-01  5.885104      2.803333    
  1963.1 0.5189947E-01 0.5779253E-01  5.468801      2.909000    
  1963.2 0.6146381E-01 0.5680856E-01  3.882904      2.941333    
  1963.3 0.6545062E-01 0.5493742E-01  2.359837      3.280667    
  1963.4 0.6976987E-01 0.5572673E-01  1.674656      3.499333    
  1964.1 0.6846516E-01 0.5457706E-01  2.094013      3.538000    
  1964.2 0.6862757E-01 0.5220257E-01  2.315863      3.481333    
  1964.3 0.6753751E-01 0.4989598E-01  2.553772      3.504000    
  1964.4 0.6525365E-01 0.4953597E-01  3.249001      3.685000    
  1965.1 0.6525360E-01 0.4871666E-01  3.129332      3.899667    
  1965.2 0.6488705E-01 0.4655354E-01  2.626442      3.879000    
  1965.3 0.5626396E-01 0.4351989E-01  2.818816      3.859667    
  1965.4 0.4588448E-01 0.4102298E-01  3.744917      4.158667    
  1966.1 0.3580294E-01 0.3848268E-01  4.720482      4.630667    
  1966.2 0.2675246E-01 0.3807639E-01  5.966002      4.597333    
  1966.3 0.2016583E-01 0.3750700E-01  7.338601      5.047667    
  1966.4 0.1634610E-01 0.3683286E-01  8.703101      5.246000    
  1967.1 0.1155314E-01 0.3809930E-01  8.763886      4.533667    
  1967.2 0.1210662E-01 0.3806934E-01  8.600037      3.657333    
  1967.3 0.1407870E-01 0.3784696E-01  8.253613      4.344667    
  1967.4 0.1328097E-01 0.3915978E-01  8.292304      4.787333    
  1968.1 0.1563863E-01 0.3728355E-01  8.285055      5.064667    
  1968.2 0.1468895E-01 0.3537721E-01  8.541680      5.510000    
  1968.3 0.1359165E-01 0.3510557E-01  8.853631      5.226333    
  1968.4 0.1638517E-01 0.3392130E-01  8.655690      5.580667    
  1969.1 0.2013394E-01 0.3376971E-01  8.362282      6.137667    
  1969.2 0.2112818E-01 0.3424592E-01  8.169877      6.240000    
  1969.3 0.2420494E-01 0.3590757E-01  8.000104      7.046667    
  1969.4 0.2487370E-01 0.3581941E-01  7.705501      7.317667    
  1970.1 0.2438244E-01 0.4159508E-01  7.654721      7.262667    
  1970.2 0.2109200E-01 0.4746577E-01  8.390997      6.752333    
  1970.3 0.1609892E-01 0.5169088E-01  9.387965      6.374667    
  1970.4 0.1613755E-01 0.5802797E-01  9.822001      5.358333    
  1971.1 0.1389968E-01 0.5914467E-01  9.901016      3.863333    
  1971.2 0.1797137E-01 0.5907857E-01  9.486849      4.206000    
  1971.3 0.2043333E-01 0.5983336E-01  9.504603      5.050333    
  1971.4 0.1958316E-01 0.5954344E-01  10.23568      4.234333    
  1972.1 0.1458582E-01 0.5768041E-01  10.65438      3.435333    
  1972.2 0.2051054E-01 0.5658509E-01  10.09340      3.748333    
  1972.3 0.2454719E-01 0.5584112E-01  9.107700      4.241333    
  1972.4 0.2990423E-01 0.5304486E-01  8.658918      4.851333    
  1973.1 0.3369368E-01 0.4950510E-01  8.445934      5.639667    
  1973.2 0.3434057E-01 0.4889844E-01  8.922170      6.608333    
  1973.3 0.3309518E-01 0.4793204E-01  9.580407      8.388333    
  1973.4 0.3571766E-01 0.4769321E-01  9.662316      7.461667    
  1974.1 0.3494521E-01 0.5085049E-01  10.07661      7.600333    
  1974.2 0.3540330E-01 0.5161500E-01  10.24741      8.268000    
  1974.3 0.3066394E-01 0.5583721E-01  11.73808      8.286333    
  1974.4 0.3261512E-01 0.6556479E-01  11.45714      7.336000    
  1975.1 0.3422531E-01 0.8217515E-01  10.32832      5.873333    
  1975.2 0.3413933E-01 0.8828988E-01  10.38074      5.400667    
  1975.3 0.3739602E-01 0.8467753E-01  11.01759      6.336667    
  1975.4 0.4656838E-01 0.8259670E-01  8.168897      5.684333    
  1976.1 0.5211493E-01 0.7723461E-01  7.006226      4.953333    
  1976.2 0.5783987E-01 0.7526804E-01  7.342574      5.168667    
  1976.3 0.6461209E-01 0.7700112E-01  7.602704      5.168667    
  1976.4 0.6454598E-01 0.7733424E-01  6.174134      4.698000    
  1977.1 0.6580363E-01 0.7493048E-01  6.099053      4.624000    
  1977.2 0.6789890E-01 0.7104693E-01  6.544292      4.828667    
  1977.3 0.6757619E-01 0.6864221E-01  6.893142      5.472000    
  1977.4 0.6738884E-01 0.6612385E-01  7.283808      6.137000    
  1978.1 0.7441714E-01 0.6326666E-01  6.822014      6.408000    
  1978.2 0.7040685E-01 0.5999476E-01  7.163394      6.481000    
  1978.3 0.5868590E-01 0.6021465E-01  8.206298      7.315333    
  1978.4 0.5258022E-01 0.5883992E-01  7.817638      8.680333    
  1979.1 0.4593036E-01 0.5877879E-01  7.968717      9.357667    
  1979.2 0.3996628E-01 0.5714052E-01  8.860738      9.372333    
  1979.3 0.3606702E-01 0.5868435E-01  9.827064      9.631333    
  1979.4 0.3863092E-01 0.5940129E-01  12.41821      11.80367    
  1980.1 0.3992905E-01 0.6296949E-01  10.69215      13.45867    
  1980.2 0.4116299E-01 0.7323656E-01  6.798670      10.04933    
  1980.3 0.4569043E-01 0.7680771E-01  9.162756      9.235333    
  1980.4 0.4610871E-01 0.7398623E-01  14.23725      13.70967    
  1981.1 0.4924199E-01 0.7426606E-01  14.24341      14.36900    
  1981.2 0.5382710E-01 0.7398937E-01  7.431326      14.82900    
  1981.3 0.5977132E-01 0.7417361E-01  4.174342      15.08733    
  1981.4 0.6563362E-01 0.8241053E-01  5.920913      12.02267    
  1982.1 0.6608154E-01 0.8843563E-01  11.84793      12.89500    
  1982.2 0.6325171E-01 0.9425762E-01  14.31736      12.35900    
  1982.3 0.6292224E-01 0.9942961E-01  12.95026      9.705333    
  1982.4 0.5917229E-01 0.1067659      12.33966      7.935000    
  1983.1 0.5969308E-01 0.1039701      12.82089      8.081333    
  1983.2 0.6332808E-01 0.1010214      12.44190      8.420667    
  1983.3 0.6552404E-01 0.9360138E-01  11.41142      9.186667    
  1983.4 0.6891717E-01 0.8541760E-01  10.59272      8.793333    
  1984.1 0.7052856E-01 0.7871758E-01  9.610352      9.133333    
  1984.2 0.7001200E-01 0.7478733E-01  9.197161      9.843333    
  1984.3 0.7101059E-01 0.7451999E-01  8.670423      10.34333    
  1984.4 0.7003671E-01 0.7283015E-01  7.933779      8.973333    
  1985.1 0.6919224E-01 0.7279936E-01  7.757961      8.183333    
  1985.2 0.6659680E-01 0.7288834E-01  7.640772      7.523333    
  1985.3 0.6089030E-01 0.7210537E-01  7.585282      7.103333    
  1985.4 0.5625544E-01 0.7054201E-01  7.359514      7.146667    
  1986.1 0.5420787E-01 0.7015712E-01  6.714776      6.886667    
  1986.2 0.5161202E-01 0.7180384E-01  6.767249      6.130000    
  1986.3 0.4476024E-01 0.6991001E-01  7.447123      5.533333    
  1986.4 0.3786253E-01 0.6835172E-01  7.852077      5.340000    
  1987.1 0.3400579E-01 0.6620689E-01  7.931253      5.533333    
  1987.2 0.2940919E-01 0.6280795E-01  8.135101      5.733333    
  1987.3 0.2350624E-01 0.6014193E-01  8.831894      6.033333    
  1987.4 0.2152051E-01 0.5868976E-01  8.984080      6.003333    
  1988.1 0.2084570E-01 0.5727587E-01  8.403453      5.760000    
  1988.2 0.2348823E-01 0.5487146E-01  7.897385      6.230000    
  1988.3 0.3039746E-01 0.5492451E-01  7.546303      6.993333    
  1988.4 0.3265599E-01 0.5350265E-01  7.260285      7.703333    
  1989.1 0.3589425E-01 0.5215423E-01  6.649774      8.533333    
  1989.2 0.3890716E-01 0.5244464E-01  6.191577      8.440000    
  1989.3 0.4118005E-01 0.5277223E-01  5.222445      7.850000    
  1989.4 0.4043435E-01 0.5373561E-01  4.843290      7.633333    
  1990.1 0.4080594E-01 0.5300361E-01  4.489343      7.756667    
  1990.2 0.4138871E-01 0.5337414E-01  4.228008      7.766667    
  1990.3 0.4708011E-01 0.5687498E-01  4.029163      7.493333    
  1990.4 0.5003092E-01 0.6113686E-01  4.016251      7.023333    
  1991.1 0.4793887E-01 0.6574073E-01  4.217580      6.053333    
  1991.2 0.4566802E-01 0.6823443E-01  4.624357      5.593333    
  1991.3 0.4295397E-01 0.6853392E-01  4.868894      5.406667    
  1991.4 0.3903610E-01 0.7096660E-01  4.929814      4.583333    
  1992.1 0.3907977E-01 0.7379080E-01  4.849550      3.910000    
  1992.2 0.4051797E-01 0.7594573E-01  4.808654      3.723333    
  1992.3 0.4193332E-01 0.7626478E-01  4.147924      3.130000    
  1992.4 0.4177603E-01 0.7406133E-01  4.030179      3.076667    
  1993.1 0.4513385E-01 0.7149713E-01  4.340812      2.993333    
  1993.2 0.4907506E-01 0.7068857E-01  3.585713      2.983333    
  1993.3 0.5209100E-01 0.6799552E-01  2.893924      3.020000    
  1993.4 0.5112700E-01 0.6619143E-01  3.280819      3.080000    
  1994.1 0.4985470E-01 0.6555817E-01  4.203021      3.250000    
  1994.2 0.4931520E-01 0.6165512E-01  4.367937      4.036667    
  1994.3 0.4806925E-01 0.6001291E-01  4.173338      4.510000    
  1994.4 0.4474704E-01 0.5619378E-01  4.301630      5.283333    
  1995.1 0.4439884E-01 0.5477964E-01  3.345805      5.780000    
  1995.2 0.4407982E-01 0.5674622E-01  2.165040      5.623333    
  1995.3 0.4548781E-01 0.5658385E-01  1.868016      5.380000    
  1995.4 0.4963313E-01 0.5572015E-01 0.8786774      5.270000    
  1996.1 0.4649485E-01 0.5545427E-01  1.401191      4.950000    
  1996.2 0.4573733E-01 0.5470120E-01  2.394003      5.040000    
  1996.3 0.4617696E-01 0.5259294E-01  2.900521      5.136667    
  1996.4 0.4644050E-01 0.5310254E-01  3.258484      4.970000    
  1997.1 0.5599655E-01 0.5223738E-01  2.973337      5.063333    
  1997.2 0.5371020E-01 0.4974959E-01  3.240038      5.073333    
  1997.3 0.4421968E-01 0.4858023E-01  4.370350      5.056667    
  1997.4 0.4291965E-01 0.4680572E-01  3.739186      5.086667    
  1998.1 0.3925123E-01 0.4637954E-01  3.295321      5.053333    
  1998.2 0.3815442E-01 0.4414228E-01  3.066472      4.976667    
  1998.3 0.4058872E-01 0.4528502E-01  3.453636      4.823333    
  1998.4 0.4006721E-01 0.4429607E-01  3.775176      4.253333    
  1999.1 0.4027396E-01 0.4284456E-01  3.918190      4.406667    
  1999.2 0.4023202E-01 0.4248440E-01  3.990309      4.453333    
  1999.3 0.3954332E-01 0.4243400E-01  4.105769      4.650000    
  1999.4 0.4115977E-01 0.4077788E-01  3.717095      5.043333    
  2000.1 0.3809883E-01 0.4048765E-01  4.461392      5.520000    
  2000.2 0.3736249E-01 0.3947782E-01  4.912505      5.713333    
  2000.3 0.3932071E-01 0.4030117E-01  4.572056      6.016667    
  2000.4 0.3873107E-01 0.3918419E-01  4.544648      6.016667    
  2001.1 0.4182009E-01 0.4230321E-01  4.938522      4.816667    
  2001.2 0.3577374E-01 0.4411448E-01  6.376907      3.660000    
  2001.3 0.2558239E-01 0.4819249E-01  7.599980      3.170000    
  2001.4 0.2661942E-01 0.5537421E-01  6.618274      1.906667    
  2002.1 0.2356701E-01 0.5705425E-01  7.399240      1.820000    
  2002.2 0.2550334E-01 0.5845793E-01  8.051172      1.716667    
  2002.3 0.2466506E-01 0.5732000E-01  8.244456      1.643333    
  2002.4 0.2364728E-01 0.5851777E-01  8.526828      1.333333    
  2003.1 0.2187996E-01 0.5873963E-01  8.753722      1.156667    
  2003.2 0.3065936E-01 0.6152488E-01  7.620025      1.043333    
  2003.3 0.3653903E-01 0.6107130E-01  6.170386     0.9300000    
  2003.4 0.4252911E-01 0.5820932E-01  5.397192     0.9166667    
  2004.1 0.4714353E-01 0.5687648E-01  4.999728     0.9166667    
  2004.2 0.4634750E-01 0.5595400E-01  5.423257      1.076667    
  2004.3 0.4156038E-01 0.5440757E-01  6.120524      1.486667    
  2004.4 0.4728025E-01 0.5396538E-01  3.656991      2.006667    
  2005.1 0.5086441E-01 0.5292068E-01  3.217843      2.536667    
  2005.2 0.5341658E-01 0.5115378E-01  4.393236      2.863333    
  2005.3 0.6124846E-01 0.4975337E-01  5.053890      3.360000    
  2005.4 0.6370469E-01 0.4964352E-01  3.557923      3.826667    
  2006.1 0.6493600E-01 0.4731667E-01  2.721267      4.393333    
  2006.2 0.6351193E-01 0.4666969E-01  3.815416      4.703333    
  2006.3 0.6348443E-01 0.4655398E-01  4.896437      4.906667    
  2006.4 0.5937010E-01 0.4466963E-01  5.557433      4.903333    
  2007.1 0.6294099E-01 0.4536088E-01  4.473301      4.983333    
  2007.2 0.6258742E-01 0.4507805E-01  4.248678      4.736667    
  2007.3 0.6019457E-01 0.4670151E-01  4.790933      4.303333    
  2007.4 0.6516631E-01 0.4813029E-01  2.570683      3.390000    
  2008.1 0.6981237E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.7454193E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.7692377E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.8124037E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8660627E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9205001E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.1006336     0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.1034628     0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1089911     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1104163     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1117290     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1087939     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1043321     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9972000E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9948557E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9912460E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9794201E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9773753E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9077829E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8392650E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7638866E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7281462E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.6955786E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.6514858E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.6920575E-01 0.7353172E-01 0.3177939     0.2222305    
  2014.2 0.6939780E-01 0.7371212E-01 0.8156024     0.2267692    
  2014.3 0.6892258E-01 0.7344075E-01  1.869870     0.2727381    
  2014.4 0.6925933E-01 0.7270034E-01  2.071439     0.3896289    
  2015.1 0.7135390E-01 0.7163268E-01  1.102413     0.5446822    
  2015.2 0.7577683E-01 0.7041296E-01 0.7028254     0.7056998    
  2015.3 0.7759769E-01 0.6919799E-01 0.7459421     0.8622789    
  2015.4 0.7966563E-01 0.6810526E-01 0.5686828      1.011500    
  2016.1 0.8163322E-01 0.6720077E-01 0.5874130      1.148466    
  2016.2 0.8477935E-01 0.6650839E-01 0.6883320      1.268463    
  2016.3 0.8705622E-01 0.6602361E-01 0.6413909      1.370028    
  2016.4 0.8829349E-01 0.6572500E-01 0.6171883      1.454232    
  2017.1 0.9295853E-01 0.6557762E-01  0.000000      1.523254    
  2017.2 0.9381543E-01 0.6554472E-01 0.9490742E-02  1.579320    
  2017.3 0.9137669E-01 0.6559437E-01 0.5691288      1.624370    
  2017.4 0.9617816E-01 0.6569973E-01  0.000000      1.660170    
  2018.1 0.9578591E-01 0.6583532E-01  0.000000      1.688692    
  2018.2 0.9644374E-01 0.6598118E-01 0.1341799      1.711782    
  2018.3 0.9802019E-01 0.6612472E-01  0.000000      1.730742    
  2018.4 0.9994049E-01 0.6625905E-01  0.000000      1.746369    
  2019.1 0.1009336     0.6637441E-01  0.000000      1.759767    
  2019.2 0.1046310     0.6646188E-01  0.000000      1.772234    
  2019.3 0.1114044     0.6651811E-01  0.000000      1.784603    
  2019.4 0.1162420     0.6654506E-01  0.000000      1.797049    
  2020.1 0.1154537     0.6654177E-01  0.000000      1.809908    
  2020.2 0.1135535     0.6650849E-01  0.000000      1.823601    
  2020.3 0.1089842     0.6644969E-01 0.2041743      1.838160    
  2020.4 0.1024826     0.6637212E-01 0.5073893      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.408268517282E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     138 IER= 4 F=  0.347784896339E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.27234033627E-07 -0.35789369524E-07 -0.31108396711E-07

X VALUES

  0.61540244100E+00  0.95537992004E+00 -0.23138743985E-01

MEAN OF DEPENDENT VARIABLE   749999.229674647

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.615402441       0.024136588   25.49666
  2       1.100000000       0.955379920       0.070332634   13.58374
  3      -0.100000000      -0.023138744       0.067706897   -0.34175

SE of equation          =      0.013056906
Sum of squared residuals =  0.347784896E-01   0.905852536E-01
Sum of ABS residuals     =  0.916074938    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99976

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.159754110429E-01

TERMINATION. ITERS=    9 FUNCTION EVALS=     158 IER= 4 F=  0.914466081779E-02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.62840285241E-09  0.26510279284E-08  0.32592024593E-08

X VALUES

  0.65387239097E+00  0.89531009933E+00  0.42042723592E-01

MEAN OF DEPENDENT VARIABLE   749999.256403483

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.653872391       0.017507940   37.34719
  2       1.100000000       0.895310099       0.074458678   12.02425
  3      -0.100000000       0.042042724       0.069910491    0.60138

SE of equation          =      0.006695280
Sum of squared residuals =  0.914466082E-02   0.476391922E-01
Sum of ABS residuals     =  0.554576712    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99420

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.366250207124E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     107 IER= 4 F=  0.304303355564E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.53786619466E-06  0.30382638296E-06  0.14156195760E-06

X VALUES

  0.45083073886E+00  0.12366372225E+01 -0.34745891609E+00

MEAN OF DEPENDENT VARIABLE   749999.261314283

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.450830739       0.027393697   16.45746
  2       1.100000000       1.236637223       0.075889874   16.29515
  3      -0.100000000      -0.347458916       0.070819254   -4.90628

SE of equation          =      0.012589334
Sum of squared residuals =  0.304303356E-01   0.166693295    
Sum of ABS residuals     =  0.948368710    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99067

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.484442389021E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.395985849339E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.62320821329E-07  0.48398603903E-06  0.50438257428E-06

X VALUES

  0.51255555645E+00  0.10308591814E+01 -0.10633368943E+00

MEAN OF DEPENDENT VARIABLE   749999.248307474

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.512555556       0.017086423   29.99783
  2       1.100000000       1.030859181       0.072594987   14.20014
  3      -0.100000000      -0.106333689       0.068146146   -1.56038

SE of equation          =      0.013932362
Sum of squared residuals =  0.395985849E-01  -0.166875430    
Sum of ABS residuals     =   1.22051015    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91843

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.294700200427E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.294589689236E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.24983646308E-06 -0.30586239188E-05 -0.34853793840E-05

X VALUES

  0.52045780041E+00  0.12716571713E+01 -0.30730159745E+00

MEAN OF DEPENDENT VARIABLE   749999.250094398

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.520457800       0.329405681    1.57999
  2       1.100000000       1.271657171       1.710703999    0.74335
  3      -0.100000000      -0.307301597       1.638269008   -0.18758

SE of equation          =      0.380008829
Sum of squared residuals =   29.4589689        5.62873870    
Sum of ABS residuals     =   7.38337163    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96790

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.278802162906E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=     101 IER= 4 F=  0.276983507855E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.60667936184E-06  0.31671346606E-06 -0.78978326331E-06

X VALUES

  0.41439193603E+00  0.97344603706E+00 -0.69029287813E-01

MEAN OF DEPENDENT VARIABLE   749999.209044182

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.414391936       0.214054173    1.93592
  2       1.100000000       0.973446037       0.294816821    3.30187
  3      -0.100000000      -0.069029288       0.294750070   -0.23420

SE of equation          =      0.116523058
Sum of squared residuals =   2.76983508        2.11113756    
Sum of ABS residuals     =   5.18723204    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93205

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.659995019901E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      81 IER= 4 F=  0.626379032737E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.14990975059E-05  0.33820710836E-05  0.45901652052E-05

X VALUES

  0.27057192822E+00  0.93079932670E+00  0.53848382643E-01

MEAN OF DEPENDENT VARIABLE   749999.400715350

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.270571928       0.106921403    2.53057
  2       1.100000000       0.930799327       0.081912343   11.36336
  3      -0.100000000       0.053848383       0.081935584    0.65720

SE of equation          =      0.061801168
Sum of squared residuals =  0.626379033        1.29396872    
Sum of ABS residuals     =   4.49917179    
R squared                =    1.00000
Durbin-Watson statistic  =    1.88252

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.496303960256E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     112 IER= 4 F=  0.460248109990E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.20875371494E-05 -0.17696394810E-05 -0.37077228938E-05

X VALUES

  0.41292761572E+00  0.11650612132E+01 -0.34941815239E+00

MEAN OF DEPENDENT VARIABLE   749999.297182962

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.412927616       0.069275528    5.96066
  2       1.100000000       1.165061213       0.116443436   10.00538
  3      -0.100000000      -0.349418152       0.113894688   -3.06791

SE of equation          =      0.047498612
Sum of squared residuals =  0.460248110        1.81577405    
Sum of ABS residuals     =   3.85843494    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69583

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.478372222010E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.366552384221E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.32722907084E-05  0.17783422407E-04  0.12272119218E-04

X VALUES

  0.60271906077E+00  0.69735188075E+00 -0.10411613522E+00

MEAN OF DEPENDENT VARIABLE   749999.267702100

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.602719061       0.079678823    7.56436
  2       1.100000000       0.697351881       0.084246841    8.27748
  3      -0.100000000      -0.104116135       0.080504598   -1.29329

SE of equation          =      0.047276585
Sum of squared residuals =  0.366552384       0.282699160E-01
Sum of ABS residuals     =   3.39633964    
R squared                =    1.00000
Durbin-Watson statistic  =    1.70311

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.420268344617E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      85 IER= 4 F=  0.384657028596E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.21247427437E-06 -0.14201662150E-07 -0.57321257492E-06

X VALUES

  0.50512734518E+00  0.90081633892E+00 -0.44933992687E-01

MEAN OF DEPENDENT VARIABLE   749999.260050211

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.505127345       0.143632025    3.51682
  2       1.100000000       0.900816339       0.082858991   10.87168
  3      -0.100000000      -0.044933993       0.083502219   -0.53812

SE of equation          =      0.049656321
Sum of squared residuals =  0.384657029       0.830706941    
Sum of ABS residuals     =   3.15941753    
R squared                =    1.00000
Durbin-Watson statistic  =    1.86881

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.377552162980E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.322320966858E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.17877977102E-05  0.52584447417E-05  0.16373627833E-05

X VALUES

  0.46872550183E+00  0.95496382861E+00 -0.41269454267E+00

MEAN OF DEPENDENT VARIABLE   749999.282578647

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.468725502       0.034131921   13.73276
  2       1.100000000       0.954963829       0.108180973    8.82747
  3      -0.100000000      -0.412694543       0.102385045   -4.03081

SE of equation          =      0.039749273
Sum of squared residuals =  0.322320967        1.39085378    
Sum of ABS residuals     =   3.46144080    
R squared                =    1.00000
Durbin-Watson statistic  =    1.64015

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.910839872806E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.759559348433E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.91237669630E-11 -0.93104899026E-11

X VALUES

  0.13385319156E+01 -0.55895774362E+00

MEAN OF DEPENDENT VARIABLE   749999.272579682

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.338531916       0.115723617   11.56663
  2      -0.100000000      -0.558957744       0.115173977   -4.85316

SE of equation          =      0.025588914
Sum of squared residuals =  0.759559348E-01   0.566832385    
Sum of ABS residuals     =   1.37433756    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68604

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.282423035889E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.263225315780E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.16831301167E-10 -0.14293938159E-10

X VALUES

  0.13027456712E+01 -0.36893676943E+00

MEAN OF DEPENDENT VARIABLE   749999.272404784

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.302745671       0.093079599   13.99604
  2      -0.100000000      -0.368936769       0.090998907   -4.05430

SE of equation          =      0.035921027
Sum of squared residuals =  0.263225316        1.59759086    
Sum of ABS residuals     =   3.24715017    
R squared                =    1.00000
Durbin-Watson statistic  =    1.56699

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4686414E-01 0.5234225E-01 0.8365763      1.083667    
  1954.2 0.5263014E-01 0.5783462E-01 0.3967010     0.8143333    
  1954.3 0.5644221E-01 0.5970489E-01 0.2832188     0.8696667    
  1954.4 0.5736352E-01 0.5361334E-01 0.6060708      1.036333    
  1955.1 0.5283469E-01 0.4710636E-01 0.7187166      1.256333    
  1955.2 0.4464707E-01 0.4380454E-01  1.672585      1.614333    
  1955.3 0.3696198E-01 0.4109694E-01  2.842280      1.861333    
  1955.4 0.3437709E-01 0.4208878E-01  3.320109      2.349333    
  1956.1 0.2947905E-01 0.4031458E-01  4.018283      2.379333    
  1956.2 0.2720607E-01 0.4190614E-01  4.713799      2.596667    
  1956.3 0.2648980E-01 0.4128671E-01  5.176528      2.596667    
  1956.4 0.2490508E-01 0.4100540E-01  5.448779      3.063667    
  1957.1 0.2219336E-01 0.3946671E-01  6.213666      3.171667    
  1957.2 0.2237575E-01 0.4062513E-01  6.874362      3.157000    
  1957.3 0.2027060E-01 0.4207225E-01  7.351199      3.382333    
  1957.4 0.1605140E-01 0.4923487E-01  7.808203      3.343333    
  1958.1 0.1188184E-01 0.6275076E-01  8.816102      1.838000    
  1958.2 0.9656675E-02 0.7359928E-01  9.411844      1.017667    
  1958.3 0.1056246E-01 0.7309055E-01  9.561156      1.710667    
  1958.4 0.1517759E-01 0.6352766E-01  9.511710      2.787667    
  1959.1 0.2854797E-01 0.5798631E-01  8.619184      2.800333    
  1959.2 0.3222560E-01 0.5104500E-01  8.202776      3.019333    
  1959.3 0.4240168E-01 0.5287044E-01  7.395641      3.533000    
  1959.4 0.5149374E-01 0.5592834E-01  5.517579      4.299333    
  1960.1 0.5544790E-01 0.5159512E-01  4.996836      3.943000    
  1960.2 0.5409814E-01 0.5225835E-01  5.433031      3.092333    
  1960.3 0.5416849E-01 0.5549938E-01  5.805687      2.390333    
  1960.4 0.4833962E-01 0.6251647E-01  4.880756      2.360667    
  1961.1 0.4683896E-01 0.6773354E-01  4.242448      2.376667    
  1961.2 0.4715927E-01 0.6971717E-01  4.345592      2.324667    
  1961.3 0.4253185E-01 0.6749309E-01  4.754447      2.324667    
  1961.4 0.3613711E-01 0.6171891E-01  5.175034      2.475000    
  1962.1 0.3203453E-01 0.5614436E-01  5.541312      2.739000    
  1962.2 0.3028906E-01 0.5482584E-01  5.347335      2.716000    
  1962.3 0.2817674E-01 0.5539051E-01  5.672401      2.858000    
  1962.4 0.2488531E-01 0.5505923E-01  6.482514      2.803333    
  1963.1 0.2263651E-01 0.5779253E-01  7.007669      2.909000    
  1963.2 0.2262513E-01 0.5680856E-01  6.744955      2.941333    
  1963.3 0.2013034E-01 0.5493742E-01  7.175637      3.280667    
  1963.4 0.1602983E-01 0.5572673E-01  8.112158      3.499333    
  1964.1 0.1460126E-01 0.5457706E-01  8.675874      3.538000    
  1964.2 0.1488979E-01 0.5220257E-01  8.127579      3.481333    
  1964.3 0.1819868E-01 0.4989598E-01  7.491655      3.504000    
  1964.4 0.2391053E-01 0.4953597E-01  6.447370      3.685000    
  1965.1 0.3052289E-01 0.4871666E-01  5.918210      3.899667    
  1965.2 0.3295936E-01 0.4655354E-01  5.961383      3.879000    
  1965.3 0.2915059E-01 0.4351989E-01  6.565421      3.859667    
  1965.4 0.2879688E-01 0.4102298E-01  7.055954      4.158667    
  1966.1 0.2668320E-01 0.3848268E-01  7.283417      4.630667    
  1966.2 0.2406499E-01 0.3807639E-01  7.439535      4.597333    
  1966.3 0.2262177E-01 0.3750700E-01  7.575578      5.047667    
  1966.4 0.2387483E-01 0.3683286E-01  7.253073      5.246000    
  1967.1 0.2167455E-01 0.3809930E-01  7.783049      4.533667    
  1967.2 0.1857921E-01 0.3806934E-01  9.197750      3.657333    
  1967.3 0.2664010E-01 0.3784696E-01  9.806588      4.344667    
  1967.4 0.2786128E-01 0.3915978E-01  8.835237      4.787333    
  1968.1 0.2928276E-01 0.3728355E-01  8.285342      5.064667    
  1968.2 0.3111580E-01 0.3537721E-01  8.698663      5.510000    
  1968.3 0.3340115E-01 0.3510557E-01  8.942350      5.226333    
  1968.4 0.3094817E-01 0.3392130E-01  9.787429      5.580667    
  1969.1 0.3732488E-01 0.3376971E-01  9.450546      6.137667    
  1969.2 0.5401957E-01 0.3424592E-01  5.513754      6.240000    
  1969.3 0.5570212E-01 0.3590757E-01  3.381230      7.046667    
  1969.4 0.5385039E-01 0.3581941E-01  5.357849      7.317667    
  1970.1 0.5573078E-01 0.4159508E-01  6.304328      7.262667    
  1970.2 0.5018634E-01 0.4746577E-01  6.453126      6.752333    
  1970.3 0.4372156E-01 0.5169088E-01  7.410510      6.374667    
  1970.4 0.3394953E-01 0.5802797E-01  8.567910      5.358333    
  1971.1 0.3263199E-01 0.5914467E-01  8.621463      3.863333    
  1971.2 0.3017980E-01 0.5907857E-01  9.223542      4.206000    
  1971.3 0.2881846E-01 0.5983336E-01  9.810208      5.050333    
  1971.4 0.2310735E-01 0.5954344E-01  11.11542      4.234333    
  1972.1 0.2802391E-01 0.5768041E-01  10.91553      3.435333    
  1972.2 0.3676230E-01 0.5658509E-01  10.14299      3.748333    
  1972.3 0.4407369E-01 0.5584112E-01  9.604390      4.241333    
  1972.4 0.5073914E-01 0.5304486E-01  9.295759      4.851333    
  1973.1 0.5639684E-01 0.4950510E-01  9.167290      5.639667    
  1973.2 0.5932346E-01 0.4889844E-01  9.136186      6.608333    
  1973.3 0.6332324E-01 0.4793204E-01  9.197864      8.388333    
  1973.4 0.6048962E-01 0.4769321E-01  8.248153      7.461667    
  1974.1 0.6383073E-01 0.5085049E-01  7.615848      7.600333    
  1974.2 0.6731029E-01 0.5161500E-01  7.222777      8.268000    
  1974.3 0.7062500E-01 0.5583721E-01  6.630127      8.286333    
  1974.4 0.6975257E-01 0.6556479E-01  6.431041      7.336000    
  1975.1 0.6694321E-01 0.8217515E-01  7.200396      5.873333    
  1975.2 0.6516296E-01 0.8828988E-01  8.199926      5.400667    
  1975.3 0.6841983E-01 0.8467753E-01  9.030757      6.336667    
  1975.4 0.6674341E-01 0.8259670E-01  7.934375      5.684333    
  1976.1 0.6673646E-01 0.7723461E-01  7.178368      4.953333    
  1976.2 0.6955178E-01 0.7526804E-01  6.568189      5.168667    
  1976.3 0.7225255E-01 0.7700112E-01  6.246504      5.168667    
  1976.4 0.7133540E-01 0.7733424E-01  6.240023      4.698000    
  1977.1 0.7250222E-01 0.7493048E-01  6.644712      4.624000    
  1977.2 0.7100405E-01 0.7104693E-01  6.774970      4.828667    
  1977.3 0.6615810E-01 0.6864221E-01  6.794174      5.472000    
  1977.4 0.6143238E-01 0.6612385E-01  7.265345      6.137000    
  1978.1 0.5810201E-01 0.6326666E-01  7.045578      6.408000    
  1978.2 0.5383646E-01 0.5999476E-01  7.396550      6.481000    
  1978.3 0.5539416E-01 0.6021465E-01  7.493129      7.315333    
  1978.4 0.5396484E-01 0.5883992E-01  7.647293      8.680333    
  1979.1 0.5047443E-01 0.5877879E-01  8.790926      9.357667    
  1979.2 0.4815630E-01 0.5714052E-01  9.582632      9.372333    
  1979.3 0.4258457E-01 0.5868435E-01  10.23557      9.631333    
  1979.4 0.3787957E-01 0.5940129E-01  13.52029      11.80367    
  1980.1 0.3406997E-01 0.6296949E-01  14.99158      13.45867    
  1980.2 0.2955592E-01 0.7323656E-01  13.60460      10.04933    
  1980.3 0.3336292E-01 0.7680771E-01  13.98032      9.235333    
  1980.4 0.3216165E-01 0.7398623E-01  16.09923      13.70967    
  1981.1 0.3960867E-01 0.7426606E-01  16.96451      14.36900    
  1981.2 0.5140000E-01 0.7398937E-01  20.68868      14.82900    
  1981.3 0.6835042E-01 0.7417361E-01  19.72231      15.08733    
  1981.4 0.8086940E-01 0.8241053E-01  17.77738      12.02267    
  1982.1 0.9042798E-01 0.8843563E-01  16.34432      12.89500    
  1982.2 0.9587534E-01 0.9425762E-01  11.58635      12.35900    
  1982.3 0.9731136E-01 0.9942961E-01  10.28704      9.705333    
  1982.4 0.9268658E-01 0.1067659      11.26832      7.935000    
  1983.1 0.8454805E-01 0.1039701      11.93796      8.081333    
  1983.2 0.7412591E-01 0.1010214      11.47986      8.420667    
  1983.3 0.6615990E-01 0.9360138E-01  10.96482      9.186667    
  1983.4 0.6017547E-01 0.8541760E-01  10.09197      8.793333    
  1984.1 0.5408379E-01 0.7871758E-01  10.10029      9.133333    
  1984.2 0.4544382E-01 0.7478733E-01  11.08307      9.843333    
  1984.3 0.3893773E-01 0.7451999E-01  11.91812      10.34333    
  1984.4 0.3613072E-01 0.7283015E-01  11.90018      8.973333    
  1985.1 0.3524375E-01 0.7279936E-01  10.94830      8.183333    
  1985.2 0.3591826E-01 0.7288834E-01  9.684877      7.523333    
  1985.3 0.3856921E-01 0.7210537E-01  9.056132      7.103333    
  1985.4 0.4503709E-01 0.7054201E-01  7.824978      7.146667    
  1986.1 0.4735452E-01 0.7015712E-01  7.347932      6.886667    
  1986.2 0.4594261E-01 0.7180384E-01  8.028852      6.130000    
  1986.3 0.4246470E-01 0.6991001E-01  9.086121      5.533333    
  1986.4 0.3924786E-01 0.6835172E-01  9.462883      5.340000    
  1987.1 0.3759523E-01 0.6620689E-01  9.027371      5.533333    
  1987.2 0.3826686E-01 0.6280795E-01  8.493931      5.733333    
  1987.3 0.3651119E-01 0.6014193E-01  8.497263      6.033333    
  1987.4 0.3486314E-01 0.5868976E-01  8.262090      6.003333    
  1988.1 0.3359555E-01 0.5727587E-01  8.900698      5.760000    
  1988.2 0.3412273E-01 0.5487146E-01  9.289033      6.230000    
  1988.3 0.3063821E-01 0.5492451E-01  9.525613      6.993333    
  1988.4 0.2420440E-01 0.5350265E-01  9.657755      7.703333    
  1989.1 0.2270774E-01 0.5215423E-01  9.560809      8.533333    
  1989.2 0.2470734E-01 0.5244464E-01  9.239556      8.440000    
  1989.3 0.2840333E-01 0.5277223E-01  8.101502      7.850000    
  1989.4 0.3085062E-01 0.5373561E-01  7.409170      7.633333    
  1990.1 0.3400681E-01 0.5300361E-01  8.022110      7.756667    
  1990.2 0.3562079E-01 0.5337414E-01  7.833203      7.766667    
  1990.3 0.3947796E-01 0.5687498E-01  6.367704      7.493333    
  1990.4 0.5000466E-01 0.6113686E-01  5.229559      7.023333    
  1991.1 0.5444780E-01 0.6574073E-01  4.533278      6.053333    
  1991.2 0.5940440E-01 0.6823443E-01  4.191423      5.593333    
  1991.3 0.6399140E-01 0.6853392E-01  3.054400      5.406667    
  1991.4 0.6610223E-01 0.7096660E-01  2.257198      4.583333    
  1992.1 0.6893587E-01 0.7379080E-01  2.645876      3.910000    
  1992.2 0.7624305E-01 0.7594573E-01 0.6648692      3.723333    
  1992.3 0.6995794E-01 0.7626478E-01  0.000000      3.130000    
  1992.4 0.6024683E-01 0.7406133E-01  2.550868      3.076667    
  1993.1 0.5194477E-01 0.7149713E-01  4.462982      2.993333    
  1993.2 0.4435497E-01 0.7068857E-01  4.630538      2.983333    
  1993.3 0.4313468E-01 0.6799552E-01  4.206537      3.020000    
  1993.4 0.4144458E-01 0.6619143E-01  4.083866      3.080000    
  1994.1 0.4215944E-01 0.6555817E-01  3.968907      3.250000    
  1994.2 0.3961181E-01 0.6165512E-01  4.638429      4.036667    
  1994.3 0.3785291E-01 0.6001291E-01  5.300560      4.510000    
  1994.4 0.4429513E-01 0.5619378E-01  2.918140      5.283333    
  1995.1 0.4830740E-01 0.5477964E-01  2.258141      5.780000    
  1995.2 0.5413146E-01 0.5674622E-01  3.038931      5.623333    
  1995.3 0.5674177E-01 0.5658385E-01  4.600930      5.380000    
  1995.4 0.5887217E-01 0.5572015E-01  3.075058      5.270000    
  1996.1 0.6263436E-01 0.5545427E-01  2.622311      4.950000    
  1996.2 0.6620061E-01 0.5470120E-01  2.707907      5.040000    
  1996.3 0.6903108E-01 0.5259294E-01  1.760027      5.136667    
  1996.4 0.7556218E-01 0.5310254E-01  1.049960      4.970000    
  1997.1 0.7960371E-01 0.5223738E-01  1.119143      5.063333    
  1997.2 0.8048162E-01 0.4974959E-01 0.6771295      5.073333    
  1997.3 0.7962416E-01 0.4858023E-01 0.5362268      5.056667    
  1997.4 0.7649503E-01 0.4680572E-01 0.8157045      5.086667    
  1998.1 0.7265920E-01 0.4637954E-01  1.756082      5.053333    
  1998.2 0.7207779E-01 0.4414228E-01  1.914269      4.976667    
  1998.3 0.7215577E-01 0.4528502E-01  2.057868      4.823333    
  1998.4 0.7257906E-01 0.4429607E-01  2.328553      4.253333    
  1999.1 0.6990754E-01 0.4284456E-01  2.710665      4.406667    
  1999.2 0.6996203E-01 0.4248440E-01  2.641669      4.453333    
  1999.3 0.7040263E-01 0.4243400E-01  2.676815      4.650000    
  1999.4 0.7029317E-01 0.4077788E-01  3.028553      5.043333    
  2000.1 0.6778730E-01 0.4048765E-01  4.072788      5.520000    
  2000.2 0.7101046E-01 0.3947782E-01  4.116929      5.713333    
  2000.3 0.7252920E-01 0.4030117E-01  4.544261      6.016667    
  2000.4 0.7218203E-01 0.3918419E-01  3.015812      6.016667    
  2001.1 0.6872891E-01 0.4230321E-01  2.615973      4.816667    
  2001.2 0.7117762E-01 0.4411448E-01  2.870204      3.660000    
  2001.3 0.7224334E-01 0.4819249E-01  2.300878      3.170000    
  2001.4 0.7409280E-01 0.5537421E-01  1.644460      1.906667    
  2002.1 0.7278585E-01 0.5705425E-01  2.676192      1.820000    
  2002.2 0.7301330E-01 0.5845793E-01  3.344938      1.716667    
  2002.3 0.6901462E-01 0.5732000E-01  4.616618      1.643333    
  2002.4 0.6474729E-01 0.5851777E-01  3.818481      1.333333    
  2003.1 0.6120388E-01 0.5873963E-01  3.605154      1.156667    
  2003.2 0.5900232E-01 0.6152488E-01  3.911015      1.043333    
  2003.3 0.5708153E-01 0.6107130E-01  4.319709     0.9300000    
  2003.4 0.5347454E-01 0.5820932E-01  4.684342     0.9166667    
  2004.1 0.5064182E-01 0.5687648E-01  4.637144     0.9166667    
  2004.2 0.4811487E-01 0.5595400E-01  4.663265      1.076667    
  2004.3 0.4148682E-01 0.5440757E-01  5.124610      1.486667    
  2004.4 0.4273940E-01 0.5396538E-01  4.763525      2.006667    
  2005.1 0.5439178E-01 0.5292068E-01  3.917737      2.536667    
  2005.2 0.5313711E-01 0.5115378E-01  4.252038      2.863333    
  2005.3 0.4491273E-01 0.4975337E-01  5.383534      3.360000    
  2005.4 0.4525169E-01 0.4964352E-01  4.513212      3.826667    
  2006.1 0.4730048E-01 0.4731667E-01  3.372226      4.393333    
  2006.2 0.4648975E-01 0.4666969E-01  3.949155      4.703333    
  2006.3 0.4606917E-01 0.4655398E-01  5.051533      4.906667    
  2006.4 0.5443372E-01 0.4466963E-01  2.349740      4.903333    
  2007.1 0.5988352E-01 0.4536088E-01 0.5923356      4.983333    
  2007.2 0.6628129E-01 0.4507805E-01 0.7019518      4.736667    
  2007.3 0.7128615E-01 0.4670151E-01 0.3022450      4.303333    
  2007.4 0.7250129E-01 0.4813029E-01  0.000000      3.390000    
  2008.1 0.7242819E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.7327520E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.7188348E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.7190117E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7553294E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7811703E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8494714E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8613934E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9276175E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9832198E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1101377     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1164234     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1183817     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1230122     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1272920     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1281734     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1255511     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1232147     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1199474     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1155746     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1149552     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1143647     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1136137     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1111963     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1103628     0.7353172E-01  0.000000     0.2222305    
  2014.2 0.1098709     0.7371212E-01  0.000000     0.2267692    
  2014.3 0.1111391     0.7344075E-01  0.000000     0.2727381    
  2014.4 0.1146394     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1106829     0.7163268E-01 0.3452974     0.5446822    
  2015.2 0.1069979     0.7041296E-01 0.7652774     0.7056998    
  2015.3 0.1022282     0.6919799E-01 0.9793414     0.8622789    
  2015.4 0.9597320E-01 0.6810526E-01  1.239581      1.011500    
  2016.1 0.9488049E-01 0.6720077E-01  1.335305      1.148466    
  2016.2 0.9398653E-01 0.6650839E-01 0.7464409      1.268463    
  2016.3 0.9324957E-01 0.6602361E-01 0.4017564      1.370028    
  2016.4 0.9146119E-01 0.6572500E-01 0.6060866      1.454232    
  2017.1 0.8996207E-01 0.6557762E-01 0.7440852      1.523254    
  2017.2 0.8982102E-01 0.6554472E-01 0.4036712      1.579320    
  2017.3 0.9017781E-01 0.6559437E-01  0.000000      1.624370    
  2017.4 0.8947453E-01 0.6569973E-01  0.000000      1.660170    
  2018.1 0.8812400E-01 0.6583532E-01 0.7910507      1.688692    
  2018.2 0.8799048E-01 0.6598118E-01  1.036938      1.711782    
  2018.3 0.8590704E-01 0.6612472E-01 0.9589656      1.730742    
  2018.4 0.8356082E-01 0.6625905E-01  1.200511      1.746369    
  2019.1 0.7937710E-01 0.6637441E-01  1.880876      1.759767    
  2019.2 0.7805496E-01 0.6646188E-01  2.188096      1.772234    
  2019.3 0.7691733E-01 0.6651811E-01  2.258386      1.784603    
  2019.4 0.7488948E-01 0.6654506E-01  2.279776      1.797049    
  2020.1 0.7367963E-01 0.6654177E-01  2.141137      1.809908    
  2020.2 0.7846044E-01 0.6650849E-01  1.445457      1.823601    
  2020.3 0.8062960E-01 0.6644969E-01 0.4693942      1.838160    
  2020.4 0.8209520E-01 0.6637212E-01 0.7233123E-01  1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.386610909139E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     143 IER= 4 F=  0.332958188424E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.18312160658E-05 -0.21278942768E-05 -0.28215218130E-05

X VALUES

  0.48539175900E+00  0.12634500895E+01 -0.36715302721E+00

MEAN OF DEPENDENT VARIABLE   749999.222058227

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.485391759       0.021036953   23.07329
  2       1.100000000       1.263450089       0.066786650   18.91770
  3      -0.100000000      -0.367153027       0.064088970   -5.72880

SE of equation          =      0.012775555
Sum of squared residuals =  0.332958188E-01   0.280710401    
Sum of ABS residuals     =  0.970248758    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98852

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.197256192301E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     134 IER= 4 F=  0.102981857314E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.45212637978E-06 -0.28007749202E-06 -0.42056210096E-06

X VALUES

  0.65996545977E+00  0.13844321113E+01 -0.42128408425E+00

MEAN OF DEPENDENT VARIABLE   749999.238489109

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.659965460       0.015050773   43.84927
  2       1.100000000       1.384432111       0.063015494   21.96971
  3      -0.100000000      -0.421284084       0.058927707   -7.14917

SE of equation          =      0.007105020
Sum of squared residuals =  0.102981857E-01   0.997625204E-01
Sum of ABS residuals     =  0.557289445    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98022

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.571098828329E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     109 IER= 4 F=  0.538066777542E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.31965994178E-06 -0.18972083436E-05 -0.21041311217E-05

X VALUES

  0.52658997050E+00  0.11695053033E+01 -0.22179922649E+00

MEAN OF DEPENDENT VARIABLE   749999.270155914

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.526589970       0.035027772   15.03350
  2       1.100000000       1.169505303       0.071650655   16.32233
  3      -0.100000000      -0.221799226       0.070882441   -3.12911

SE of equation          =      0.016740463
Sum of squared residuals =  0.538066778E-01   0.250148807    
Sum of ABS residuals     =   1.22164945    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97423

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.430268445507E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     108 IER= 4 F=  0.354058734716E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.70415780340E-07 -0.18145394644E-06 -0.22065864995E-06

X VALUES

  0.48618039250E+00  0.94321520208E+00 -0.12661024484E-01

MEAN OF DEPENDENT VARIABLE   749999.251620369

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.486180393       0.020034523   24.26713
  2       1.100000000       0.943215202       0.073985532   12.74864
  3      -0.100000000      -0.012661024       0.069464335   -0.18227

SE of equation          =      0.013174149
Sum of squared residuals =  0.354058735E-01   0.373583229E-01
Sum of ABS residuals     =   1.10194630    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99596

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.481024388703E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.480866905357E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.19661195674E-05 -0.16242639174E-04 -0.18209662509E-04

X VALUES

  0.54380680543E+00  0.10393216396E+01 -0.10622210174E+00

MEAN OF DEPENDENT VARIABLE   749999.265242386

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.543806805       0.620085452    0.87699
  2       1.100000000       1.039321640       2.594776363    0.40054
  3      -0.100000000      -0.106222102       2.417431599   -0.04394

SE of equation          =      0.485509085
Sum of squared residuals =   48.0866905        7.87688915    
Sum of ABS residuals     =   8.99919695    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96902

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.732524611142E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.726589392866E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.12219679135E-05  0.11729555001E-05  0.42640636979E-06

X VALUES

  0.56275922524E+00  0.61520751936E+00  0.58855022086E-01

MEAN OF DEPENDENT VARIABLE   749999.238329433

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.562759225       0.275055451    2.04598
  2       1.100000000       0.615207519       0.440204570    1.39755
  3      -0.100000000       0.058855022       0.403360252    0.14591

SE of equation          =      0.188725004
Sum of squared residuals =   7.26589393        4.49608561    
Sum of ABS residuals     =   5.99772909    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95043

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.699853015087E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      91 IER= 4 F=  0.545114547696E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.31255121067E-05  0.54276588524E-05  0.76479964627E-05

X VALUES

  0.80686452375E+00  0.14245737079E+01 -0.47230855009E+00

MEAN OF DEPENDENT VARIABLE   749999.273143324

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.806864524       0.088394994    9.12794
  2       1.100000000       1.424573708       0.074037221   19.24132
  3      -0.100000000      -0.472308550       0.073427933   -6.43227

SE of equation          =      0.057653007
Sum of squared residuals =  0.545114548        1.07117529    
Sum of ABS residuals     =   4.42064201    
R squared                =    1.00000
Durbin-Watson statistic  =    1.87066

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.395996500434E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.327706405917E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.10814763994E-05 -0.94077487800E-06  0.17653528597E-05

X VALUES

  0.50465102182E+00  0.10595398958E+01 -0.46729835693E+00

MEAN OF DEPENDENT VARIABLE   749999.272961708

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.504651022       0.036141014   13.96339
  2       1.100000000       1.059539896       0.094855385   11.17006
  3      -0.100000000      -0.467298357       0.092520254   -5.05077

SE of equation          =      0.040079969
Sum of squared residuals =  0.327706406        1.26545746    
Sum of ABS residuals     =   3.49466444    
R squared                =    1.00000
Durbin-Watson statistic  =    1.63738

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.559355062218E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     113 IER= 4 F=  0.291121641151E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.41694139486E-06  0.59595845637E-06 -0.13312362963E-06

X VALUES

  0.12608506459E+01  0.41616398230E+00  0.23183080350E+00

MEAN OF DEPENDENT VARIABLE   749999.278820251

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.260850646       0.073072354   17.25482
  2       1.100000000       0.416163982       0.083218951    5.00083
  3      -0.100000000       0.231830803       0.089056259    2.60319

SE of equation          =      0.042132315
Sum of squared residuals =  0.291121641        1.26603795    
Sum of ABS residuals     =   3.19070271    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92912

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.297644617218E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     116 IER= 4 F=  0.253566521042E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.10709278407E-07 -0.48187362526E-07 -0.58354647372E-07

X VALUES

  0.21913092030E+00  0.82934903631E+00  0.74632094182E-01

MEAN OF DEPENDENT VARIABLE   749999.280599153

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.219130920       0.078805442    2.78066
  2       1.100000000       0.829349036       0.081251781   10.20715
  3      -0.100000000       0.074632094       0.081888018    0.91139

SE of equation          =      0.040316577
Sum of squared residuals =  0.253566521        1.25114683    
Sum of ABS residuals     =   2.82003127    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69244

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.456469274531E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.363356959647E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.23296319413E-06  0.26518582960E-05  0.27320772207E-05

X VALUES

  0.39382305892E+00  0.85294467155E+00 -0.37855611930E+00

MEAN OF DEPENDENT VARIABLE   749999.269323221

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.393823059       0.035899442   10.97017
  2       1.100000000       0.852944672       0.086914279    9.81363
  3      -0.100000000      -0.378556119       0.082891663   -4.56688

SE of equation          =      0.042203810
Sum of squared residuals =  0.363356960        1.41259901    
Sum of ABS residuals     =   4.06401870    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72572

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.832386422722E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.764796755600E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.68027201865E-12  0.86589353248E-12

X VALUES

  0.12240210469E+01 -0.40067823835E+00

MEAN OF DEPENDENT VARIABLE   749999.247937456

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.224021047       0.137331771    8.91288
  2      -0.100000000      -0.400678238       0.135467019   -2.95775

SE of equation          =      0.025676985
Sum of squared residuals =  0.764796756E-01   0.531324707    
Sum of ABS residuals     =   1.34191044    
R squared                =    1.00000
Durbin-Watson statistic  =    1.42745

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.376225961417E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.362823082150E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.16147360479E-10  0.15110052685E-10

X VALUES

  0.11344690007E+01 -0.20205841643E+00

MEAN OF DEPENDENT VARIABLE   749999.253529691

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.134469001       0.083139764   13.64532
  2      -0.100000000      -0.202058416       0.082877537   -2.43804

SE of equation          =      0.042172794
Sum of squared residuals =  0.362823082        1.59627593    
Sum of ABS residuals     =   3.73785592    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69199

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5091170E-01 0.5234225E-01  0.000000      1.083667    
  1954.2 0.6067899E-01 0.5783462E-01  0.000000     0.8143333    
  1954.3 0.6871150E-01 0.5970489E-01  0.000000     0.8696667    
  1954.4 0.7549970E-01 0.5361334E-01  0.000000      1.036333    
  1955.1 0.7396766E-01 0.4710636E-01  0.000000      1.256333    
  1955.2 0.6808001E-01 0.4380454E-01 0.6430466      1.614333    
  1955.3 0.5768640E-01 0.4109694E-01  1.650421      1.861333    
  1955.4 0.5054150E-01 0.4208878E-01  2.457066      2.349333    
  1956.1 0.4131598E-01 0.4031458E-01  3.087201      2.379333    
  1956.2 0.3392213E-01 0.4190614E-01  4.295151      2.596667    
  1956.3 0.3025190E-01 0.4128671E-01  5.607947      2.596667    
  1956.4 0.2852315E-01 0.4100540E-01  6.606323      3.063667    
  1957.1 0.2692324E-01 0.3946671E-01  7.417309      3.171667    
  1957.2 0.2621439E-01 0.4062513E-01  7.582400      3.157000    
  1957.3 0.2975137E-01 0.4207225E-01  6.994073      3.382333    
  1957.4 0.4036551E-01 0.4923487E-01  5.905950      3.343333    
  1958.1 0.5626651E-01 0.6275076E-01  4.504810      1.838000    
  1958.2 0.6171595E-01 0.7359928E-01  4.038402      1.017667    
  1958.3 0.6369616E-01 0.7309055E-01  4.503242      1.710667    
  1958.4 0.6261932E-01 0.6352766E-01  4.588870      2.787667    
  1959.1 0.6439148E-01 0.5798631E-01  4.253379      2.800333    
  1959.2 0.6707543E-01 0.5104500E-01  4.067944      3.019333    
  1959.3 0.8250532E-01 0.5287044E-01  3.829550      3.533000    
  1959.4 0.8915957E-01 0.5592834E-01  1.625939      4.299333    
  1960.1 0.9328897E-01 0.5159512E-01 0.4845558      3.943000    
  1960.2 0.9203937E-01 0.5225835E-01 0.6610283      3.092333    
  1960.3 0.8769522E-01 0.5549938E-01  1.131684      2.390333    
  1960.4 0.8083963E-01 0.6251647E-01  1.753819      2.360667    
  1961.1 0.7278776E-01 0.6773354E-01  2.232387      2.376667    
  1961.2 0.6300427E-01 0.6971717E-01  2.772417      2.324667    
  1961.3 0.5580395E-01 0.6749309E-01  3.280811      2.324667    
  1961.4 0.4657779E-01 0.6171891E-01  3.676885      2.475000    
  1962.1 0.4196950E-01 0.5614436E-01  3.901474      2.739000    
  1962.2 0.4062588E-01 0.5482584E-01  3.819957      2.716000    
  1962.3 0.3941800E-01 0.5539051E-01  3.749680      2.858000    
  1962.4 0.4093729E-01 0.5505923E-01  3.360661      2.803333    
  1963.1 0.4516687E-01 0.5779253E-01  2.544110      2.909000    
  1963.2 0.5073547E-01 0.5680856E-01  2.347645      2.941333    
  1963.3 0.5875030E-01 0.5493742E-01  2.258791      3.280667    
  1963.4 0.6259836E-01 0.5572673E-01  2.270692      3.499333    
  1964.1 0.6640469E-01 0.5457706E-01  2.104446      3.538000    
  1964.2 0.6949686E-01 0.5220257E-01  1.298372      3.481333    
  1964.3 0.7079991E-01 0.4989598E-01 0.9177078      3.504000    
  1964.4 0.6839956E-01 0.4953597E-01  1.542104      3.685000    
  1965.1 0.6925307E-01 0.4871666E-01  1.957396      3.899667    
  1965.2 0.6758396E-01 0.4655354E-01  1.472138      3.879000    
  1965.3 0.6488750E-01 0.4351989E-01  2.255153      3.859667    
  1965.4 0.5905608E-01 0.4102298E-01  4.370852      4.158667    
  1966.1 0.5868361E-01 0.3848268E-01  4.582556      4.630667    
  1966.2 0.5474268E-01 0.3807639E-01  4.319348      4.597333    
  1966.3 0.5129340E-01 0.3750700E-01  5.080811      5.047667    
  1966.4 0.4786979E-01 0.3683286E-01  5.751650      5.246000    
  1967.1 0.4517159E-01 0.3809930E-01  5.433192      4.533667    
  1967.2 0.4175371E-01 0.3806934E-01  5.585790      3.657333    
  1967.3 0.4220473E-01 0.3784696E-01  5.882692      4.344667    
  1967.4 0.4573443E-01 0.3915978E-01  5.794411      4.787333    
  1968.1 0.4735157E-01 0.3728355E-01  6.383583      5.064667    
  1968.2 0.5123775E-01 0.3537721E-01  6.313804      5.510000    
  1968.3 0.5427194E-01 0.3510557E-01  5.821025      5.226333    
  1968.4 0.5923613E-01 0.3392130E-01  5.655224      5.580667    
  1969.1 0.6005435E-01 0.3376971E-01  4.942059      6.137667    
  1969.2 0.6207447E-01 0.3424592E-01  4.315718      6.240000    
  1969.3 0.6695123E-01 0.3590757E-01  3.527149      7.046667    
  1969.4 0.7104448E-01 0.3581941E-01  2.939291      7.317667    
  1970.1 0.6986329E-01 0.4159508E-01  2.876206      7.262667    
  1970.2 0.6587588E-01 0.4746577E-01  3.476845      6.752333    
  1970.3 0.5880875E-01 0.5169088E-01  4.431851      6.374667    
  1970.4 0.5327819E-01 0.5802797E-01  5.211723      5.358333    
  1971.1 0.4438836E-01 0.5914467E-01  5.438345      3.863333    
  1971.2 0.3832720E-01 0.5907857E-01  5.643102      4.206000    
  1971.3 0.3727703E-01 0.5983336E-01  6.276707      5.050333    
  1971.4 0.3562082E-01 0.5954344E-01  7.077475      4.234333    
  1972.1 0.4430658E-01 0.5768041E-01  6.908335      3.435333    
  1972.2 0.4700576E-01 0.5658509E-01  7.073918      3.748333    
  1972.3 0.4349247E-01 0.5584112E-01  7.825578      4.241333    
  1972.4 0.4594667E-01 0.5304486E-01  7.186307      4.851333    
  1973.1 0.4575405E-01 0.4950510E-01  6.590311      5.639667    
  1973.2 0.4718381E-01 0.4889844E-01  6.494113      6.608333    
  1973.3 0.5324485E-01 0.4793204E-01  6.872811      8.388333    
  1973.4 0.5624352E-01 0.4769321E-01  7.209742      7.461667    
  1974.1 0.6170111E-01 0.5085049E-01  6.717464      7.600333    
  1974.2 0.6572690E-01 0.5161500E-01  6.089886      8.268000    
  1974.3 0.6867323E-01 0.5583721E-01  6.081519      8.286333    
  1974.4 0.7391116E-01 0.6556479E-01  5.497148      7.336000    
  1975.1 0.7882948E-01 0.8217515E-01  4.664304      5.873333    
  1975.2 0.8071901E-01 0.8828988E-01  4.380871      5.400667    
  1975.3 0.7966527E-01 0.8467753E-01  4.905193      6.336667    
  1975.4 0.7889083E-01 0.8259670E-01  4.635112      5.684333    
  1976.1 0.7917263E-01 0.7723461E-01  3.848719      4.953333    
  1976.2 0.7967693E-01 0.7526804E-01  3.912502      5.168667    
  1976.3 0.8428443E-01 0.7700112E-01  4.185434      5.168667    
  1976.4 0.8409362E-01 0.7733424E-01  4.457028      4.698000    
  1977.1 0.8295425E-01 0.7493048E-01  4.440475      4.624000    
  1977.2 0.7896769E-01 0.7104693E-01  5.231687      4.828667    
  1977.3 0.7510418E-01 0.6864221E-01  6.274144      5.472000    
  1977.4 0.7166122E-01 0.6612385E-01  7.494306      6.137000    
  1978.1 0.6763955E-01 0.6326666E-01  7.530446      6.408000    
  1978.2 0.6290612E-01 0.5999476E-01  8.098450      6.481000    
  1978.3 0.6145189E-01 0.6021465E-01  8.785002      7.315333    
  1978.4 0.6074958E-01 0.5883992E-01  9.517351      8.680333    
  1979.1 0.5857045E-01 0.5877879E-01  9.651102      9.357667    
  1979.2 0.5738417E-01 0.5714052E-01  9.573726      9.372333    
  1979.3 0.5383620E-01 0.5868435E-01  10.04533      9.631333    
  1979.4 0.5626082E-01 0.5940129E-01  13.53633      11.80367    
  1980.1 0.5178061E-01 0.6296949E-01  13.74011      13.45867    
  1980.2 0.4838647E-01 0.7323656E-01  13.43818      10.04933    
  1980.3 0.5139911E-01 0.7680771E-01  14.96355      9.235333    
  1980.4 0.5496058E-01 0.7398623E-01  17.55026      13.70967    
  1981.1 0.6277447E-01 0.7426606E-01  15.82837      14.36900    
  1981.2 0.7446491E-01 0.7398937E-01  14.10301      14.82900    
  1981.3 0.8416995E-01 0.7417361E-01  11.39727      15.08733    
  1981.4 0.9208848E-01 0.8241053E-01  8.662810      12.02267    
  1982.1 0.9753917E-01 0.8843563E-01  10.14152      12.89500    
  1982.2 0.1068270     0.9425762E-01  8.211443      12.35900    
  1982.3 0.1051252     0.9942961E-01  6.251030      9.705333    
  1982.4 0.9639408E-01 0.1067659      7.595759      7.935000    
  1983.1 0.8737404E-01 0.1039701      8.821112      8.081333    
  1983.2 0.7960195E-01 0.1010214      8.470981      8.420667    
  1983.3 0.7233703E-01 0.9360138E-01  8.011627      9.186667    
  1983.4 0.6591146E-01 0.8541760E-01  8.199491      8.793333    
  1984.1 0.6271024E-01 0.7871758E-01  8.960809      9.133333    
  1984.2 0.6073815E-01 0.7478733E-01  9.200635      9.843333    
  1984.3 0.5592879E-01 0.7451999E-01  10.05056      10.34333    
  1984.4 0.5164063E-01 0.7283015E-01  9.748674      8.973333    
  1985.1 0.4568667E-01 0.7279936E-01  10.17190      8.183333    
  1985.2 0.4384873E-01 0.7288834E-01  10.38268      7.523333    
  1985.3 0.4256683E-01 0.7210537E-01  10.19596      7.103333    
  1985.4 0.4230627E-01 0.7054201E-01  9.883920      7.146667    
  1986.1 0.4342638E-01 0.7015712E-01  8.940156      6.886667    
  1986.2 0.3997641E-01 0.7180384E-01  8.896738      6.130000    
  1986.3 0.3350864E-01 0.6991001E-01  9.847807      5.533333    
  1986.4 0.3023471E-01 0.6835172E-01  10.23190      5.340000    
  1987.1 0.2830847E-01 0.6620689E-01  10.11588      5.533333    
  1987.2 0.2700936E-01 0.6280795E-01  9.407739      5.733333    
  1987.3 0.2934422E-01 0.6014193E-01  9.874065      6.033333    
  1987.4 0.2890814E-01 0.5868976E-01  10.83664      6.003333    
  1988.1 0.3186685E-01 0.5727587E-01  9.901636      5.760000    
  1988.2 0.3695330E-01 0.5487146E-01  8.535318      6.230000    
  1988.3 0.4518139E-01 0.5492451E-01  7.737871      6.993333    
  1988.4 0.4815119E-01 0.5350265E-01  7.318804      7.703333    
  1989.1 0.4785165E-01 0.5215423E-01  7.344615      8.533333    
  1989.2 0.5295382E-01 0.5244464E-01  6.616603      8.440000    
  1989.3 0.5472655E-01 0.5277223E-01  5.271881      7.850000    
  1989.4 0.5676119E-01 0.5373561E-01  4.393644      7.633333    
  1990.1 0.5938656E-01 0.5300361E-01  4.203748      7.756667    
  1990.2 0.5974163E-01 0.5337414E-01  3.795049      7.766667    
  1990.3 0.5978692E-01 0.5687498E-01  3.392067      7.493333    
  1990.4 0.6100831E-01 0.6113686E-01  2.682365      7.023333    
  1991.1 0.6208418E-01 0.6574073E-01  2.235937      6.053333    
  1991.2 0.6179918E-01 0.6823443E-01  2.153285      5.593333    
  1991.3 0.6145458E-01 0.6853392E-01  2.421105      5.406667    
  1991.4 0.5965261E-01 0.7096660E-01  2.717170      4.583333    
  1992.1 0.5362429E-01 0.7379080E-01  3.269283      3.910000    
  1992.2 0.4707254E-01 0.7594573E-01  4.166339      3.723333    
  1992.3 0.4232989E-01 0.7626478E-01  4.778615      3.130000    
  1992.4 0.4148362E-01 0.7406133E-01  4.980196      3.076667    
  1993.1 0.4302169E-01 0.7149713E-01  5.346661      2.993333    
  1993.2 0.5116065E-01 0.7068857E-01  2.999898      2.983333    
  1993.3 0.4870869E-01 0.6799552E-01  1.829347      3.020000    
  1993.4 0.4360384E-01 0.6619143E-01  4.171525      3.080000    
  1994.1 0.3879962E-01 0.6555817E-01  6.003342      3.250000    
  1994.2 0.3776088E-01 0.6165512E-01  5.920801      4.036667    
  1994.3 0.3282976E-01 0.6001291E-01  6.471255      4.510000    
  1994.4 0.3189151E-01 0.5619378E-01  6.315839      5.283333    
  1995.1 0.2934520E-01 0.5477964E-01  6.535046      5.780000    
  1995.2 0.2867042E-01 0.5674622E-01  6.720900      5.623333    
  1995.3 0.3241448E-01 0.5658385E-01  6.723470      5.380000    
  1995.4 0.3173162E-01 0.5572015E-01  5.430107      5.270000    
  1996.1 0.3548770E-01 0.5545427E-01  5.170233      4.950000    
  1996.2 0.3829611E-01 0.5470120E-01  5.378146      5.040000    
  1996.3 0.4153416E-01 0.5259294E-01  5.062066      5.136667    
  1996.4 0.4175968E-01 0.5310254E-01  4.907548      4.970000    
  1997.1 0.4238503E-01 0.5223738E-01  5.731848      5.063333    
  1997.2 0.4273966E-01 0.4974959E-01  5.882158      5.073333    
  1997.3 0.4289513E-01 0.4858023E-01  5.680096      5.056667    
  1997.4 0.4436730E-01 0.4680572E-01  5.475202      5.086667    
  1998.1 0.4738822E-01 0.4637954E-01  4.308148      5.053333    
  1998.2 0.4948184E-01 0.4414228E-01  2.817041      4.976667    
  1998.3 0.5231835E-01 0.4528502E-01  2.287814      4.823333    
  1998.4 0.5778907E-01 0.4429607E-01  1.061781      4.253333    
  1999.1 0.5468214E-01 0.4284456E-01  1.338912      4.406667    
  1999.2 0.5078129E-01 0.4248440E-01  2.749537      4.453333    
  1999.3 0.4670048E-01 0.4243400E-01  4.047740      4.650000    
  1999.4 0.4472751E-01 0.4077788E-01  5.047508      5.043333    
  2000.1 0.3658949E-01 0.4048765E-01  5.694928      5.520000    
  2000.2 0.3852186E-01 0.3947782E-01  5.582067      5.713333    
  2000.3 0.4234851E-01 0.4030117E-01  4.883677      6.016667    
  2000.4 0.4660318E-01 0.3918419E-01  4.219049      6.016667    
  2001.1 0.4636763E-01 0.4230321E-01  5.398262      4.816667    
  2001.2 0.4728502E-01 0.4411448E-01  6.429464      3.660000    
  2001.3 0.4903616E-01 0.4819249E-01  6.269235      3.170000    
  2001.4 0.5184451E-01 0.5537421E-01  5.923464      1.906667    
  2002.1 0.4857608E-01 0.5705425E-01  6.793037      1.820000    
  2002.2 0.4751677E-01 0.5845793E-01  7.067743      1.716667    
  2002.3 0.4738626E-01 0.5732000E-01  6.902245      1.643333    
  2002.4 0.4610376E-01 0.5851777E-01  7.046974      1.333333    
  2003.1 0.4820985E-01 0.5873963E-01  6.966816      1.156667    
  2003.2 0.5116026E-01 0.6152488E-01  6.675320      1.043333    
  2003.3 0.5250987E-01 0.6107130E-01  6.657082     0.9300000    
  2003.4 0.5258039E-01 0.5820932E-01  6.641450     0.9166667    
  2004.1 0.4981049E-01 0.5687648E-01  7.053458     0.9166667    
  2004.2 0.4965256E-01 0.5595400E-01  6.968487      1.076667    
  2004.3 0.4698825E-01 0.5440757E-01  7.066893      1.486667    
  2004.4 0.4842818E-01 0.5396538E-01  7.195824      2.006667    
  2005.1 0.5472516E-01 0.5292068E-01  5.715597      2.536667    
  2005.2 0.5593244E-01 0.5115378E-01  3.995019      2.863333    
  2005.3 0.5725671E-01 0.4975337E-01  3.406758      3.360000    
  2005.4 0.6081801E-01 0.4964352E-01  2.250709      3.826667    
  2006.1 0.5547310E-01 0.4731667E-01  2.796563      4.393333    
  2006.2 0.5140542E-01 0.4666969E-01  4.018716      4.703333    
  2006.3 0.4863818E-01 0.4655398E-01  4.809094      4.906667    
  2006.4 0.4461975E-01 0.4466963E-01  4.851686      4.903333    
  2007.1 0.4192501E-01 0.4536088E-01  4.685870      4.983333    
  2007.2 0.3933791E-01 0.4507805E-01  4.921986      4.736667    
  2007.3 0.3805068E-01 0.4670151E-01  5.013719      4.303333    
  2007.4 0.3773610E-01 0.4813029E-01  5.182254      3.390000    
  2008.1 0.3745722E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.4315643E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.3672529E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.3257957E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.3237085E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.3745452E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.4376170E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.4699514E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.5278139E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.5535872E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.6195634E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.6652478E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.6805296E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.7002396E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.7259379E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8093131E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8333832E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8401700E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8543697E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8445963E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.8250291E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.8966753E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9519129E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9985965E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1019046     0.7353172E-01  0.000000     0.2222305    
  2014.2 0.1017849     0.7371212E-01  0.000000     0.2267692    
  2014.3 0.1019521     0.7344075E-01 0.6744873     0.2727381    
  2014.4 0.9912715E-01 0.7270034E-01  1.845734     0.3896289    
  2015.1 0.9223140E-01 0.7163268E-01  2.437980     0.5446822    
  2015.2 0.8857809E-01 0.7041296E-01  2.394069     0.7056998    
  2015.3 0.8589709E-01 0.6919799E-01  2.405619     0.8622789    
  2015.4 0.8303771E-01 0.6810526E-01  2.497870      1.011500    
  2016.1 0.7924574E-01 0.6720077E-01  2.913209      1.148466    
  2016.2 0.7986056E-01 0.6650839E-01  3.038556      1.268463    
  2016.3 0.7956311E-01 0.6602361E-01  3.708329      1.370028    
  2016.4 0.7678917E-01 0.6572500E-01  3.388042      1.454232    
  2017.1 0.7707875E-01 0.6557762E-01  2.941815      1.523254    
  2017.2 0.7337210E-01 0.6554472E-01  3.683802      1.579320    
  2017.3 0.7276959E-01 0.6559437E-01  4.327624      1.624370    
  2017.4 0.7188449E-01 0.6569973E-01  4.793093      1.660170    
  2018.1 0.7317028E-01 0.6583532E-01  3.709477      1.688692    
  2018.2 0.7680244E-01 0.6598118E-01  2.890578      1.711782    
  2018.3 0.7717652E-01 0.6612472E-01  2.654034      1.730742    
  2018.4 0.7703249E-01 0.6625905E-01  2.449968      1.746369    
  2019.1 0.7670846E-01 0.6637441E-01  2.171975      1.759767    
  2019.2 0.7534702E-01 0.6646188E-01  1.779637      1.772234    
  2019.3 0.7455434E-01 0.6651811E-01  2.535859      1.784603    
  2019.4 0.7079930E-01 0.6654506E-01  4.097584      1.797049    
  2020.1 0.6577756E-01 0.6654177E-01  5.052146      1.809908    
  2020.2 0.6401623E-01 0.6650849E-01  4.877649      1.823601    
  2020.3 0.6166809E-01 0.6644969E-01  4.623619      1.838160    
  2020.4 0.6043100E-01 0.6637212E-01  4.846355      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.214709806162E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.198935432616E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.51613463376E-06 -0.10317025365E-05 -0.10869299484E-05

X VALUES

  0.51013486989E+00  0.10552216016E+01 -0.14793178245E+00

MEAN OF DEPENDENT VARIABLE   749999.215880691

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.510134870       0.020857296   24.45834
  2       1.100000000       1.055221602       0.071077333   14.84611
  3      -0.100000000      -0.147931782       0.069059592   -2.14209

SE of equation          =      0.009875088
Sum of squared residuals =  0.198935433E-01   0.574200338E-02
Sum of ABS residuals     =  0.661056670    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99936

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.218258752498E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     121 IER= 4 F=  0.139182267221E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.63808350038E-05  0.29249580309E-05  0.25964517863E-05

X VALUES

  0.61908018454E+00  0.12407343850E+01 -0.29373237206E+00

MEAN OF DEPENDENT VARIABLE   749999.221585813

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.619080185       0.019244373   32.16941
  2       1.100000000       1.240734385       0.067727320   18.31956
  3      -0.100000000      -0.293732372       0.062779459   -4.67880

SE of equation          =      0.008259940
Sum of squared residuals =  0.139182267E-01  -0.169511934    
Sum of ABS residuals     =  0.689896436    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99105

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.258844605895E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      83 IER= 4 F=  0.208573306909E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.14390024867E-04 -0.34652881455E-05 -0.25921117728E-05

X VALUES

  0.50354726721E+00  0.10285730936E+01 -0.15910917532E+00

MEAN OF DEPENDENT VARIABLE   749999.248158425

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.503547267       0.020530461   24.52684
  2       1.100000000       1.028573094       0.070011988   14.69139
  3      -0.100000000      -0.159109175       0.064661677   -2.46064

SE of equation          =      0.010422664
Sum of squared residuals =  0.208573307E-01  -0.258543483    
Sum of ABS residuals     =  0.809607659    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98912

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.478808927971E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     123 IER= 4 F=  0.408626485517E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.62311637474E-08  0.28290482189E-08  0.17657523473E-08

X VALUES

  0.43324908159E+00  0.12485135843E+01 -0.28248716245E+00

MEAN OF DEPENDENT VARIABLE   749999.266883811

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.433249082       0.027487100   15.76191
  2       1.100000000       1.248513584       0.067140197   18.59562
  3      -0.100000000      -0.282487162       0.064889552   -4.35335

SE of equation          =      0.014152989
Sum of squared residuals =  0.408626486E-01   0.310614902E-01
Sum of ABS residuals     =   1.25148258    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99340

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.428990751644E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     108 IER= 3 F=  0.428783694117E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.14985347309E-06  0.23704061833E-06  0.23627162171E-06

X VALUES

  0.56377426255E+00  0.12610721784E+01 -0.31937664791E+00

MEAN OF DEPENDENT VARIABLE   749999.272082301

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.563774263       0.418349743    1.34761
  2       1.100000000       1.261072178       2.772050030    0.45492
  3      -0.100000000      -0.319376648       2.553069268   -0.12510

SE of equation          =      0.458462742
Sum of squared residuals =   42.8783694        7.31935955    
Sum of ABS residuals     =   8.43096839    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96258

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.332366831660E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 3 F=  0.330422543290E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.22775346885E-08  0.10744688763E-07  0.86776569194E-08

X VALUES

  0.55766225936E+00  0.89295721730E+00 -0.66529015628E-01

MEAN OF DEPENDENT VARIABLE   749999.237658205

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.557662259       0.216751738    2.57282
  2       1.100000000       0.892957217       0.337492456    2.64586
  3      -0.100000000      -0.066529016       0.322036270   -0.20659

SE of equation          =      0.127268156
Sum of squared residuals =   3.30422543        2.71579366    
Sum of ABS residuals     =   4.97856045    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93916

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.682509659250E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      79 IER= 4 F=  0.603335472545E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.61527951502E-04 -0.87931161601E-04 -0.10137466994E-03

X VALUES

  0.87919269909E+00  0.12013297323E+01 -0.22653095789E+00

MEAN OF DEPENDENT VARIABLE   749999.353138187

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.879192699       0.097153976    9.04948
  2       1.100000000       1.201329732       0.089072921   13.48704
  3      -0.100000000      -0.226530958       0.088414243   -2.56215

SE of equation          =      0.060653729
Sum of squared residuals =  0.603335473       0.960788880    
Sum of ABS residuals     =   4.58953092    
R squared                =    1.00000
Durbin-Watson statistic  =    1.78408

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.341128661154E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     114 IER= 4 F=  0.319299260785E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.10852657618E-07 -0.15663795266E-06 -0.99774928430E-07

X VALUES

  0.52474601621E+00  0.77031082769E+00  0.80127375000E-01

MEAN OF DEPENDENT VARIABLE   749999.302402229

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.524746016       0.062484369    8.39804
  2       1.100000000       0.770310828       0.105256792    7.31840
  3      -0.100000000       0.080127375       0.103840162    0.77164

SE of equation          =      0.039562513
Sum of squared residuals =  0.319299261        1.82257444    
Sum of ABS residuals     =   3.86673128    
R squared                =    1.00000
Durbin-Watson statistic  =    1.61413

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.387215834073E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.305399880150E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.11957770761E-04  0.68680517687E-04  0.62293972401E-04

X VALUES

  0.92954006890E+00  0.89817023159E+00  0.54509661688E-01

MEAN OF DEPENDENT VARIABLE   749999.253616141

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.929540069       0.075629981   12.29063
  2       1.100000000       0.898170232       0.083885860   10.70705
  3      -0.100000000       0.054509662       0.087099362    0.62583

SE of equation          =      0.043153150
Sum of squared residuals =  0.305399880       0.437044261E-01
Sum of ABS residuals     =   3.18119043    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93246

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.216901622486E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.175784148404E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.10482950774E-06  0.20781947587E-05  0.14402903543E-05

X VALUES

  0.77406026831E-01  0.93669091953E+00 -0.91819835367E-01

MEAN OF DEPENDENT VARIABLE   749999.238051149

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.077406027       0.095080413    0.81411
  2       1.100000000       0.936690920       0.082425531   11.36409
  3      -0.100000000      -0.091819835       0.083231930   -1.10318

SE of equation          =      0.033568161
Sum of squared residuals =  0.175784148       0.309731907    
Sum of ABS residuals     =   2.25096749    
R squared                =    1.00000
Durbin-Watson statistic  =    1.81689

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.419484608329E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.345625823313E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.38458066354E-05 -0.75804078975E-05  0.52302078029E-05

X VALUES

  0.60756209027E+00  0.10850499733E+01 -0.47681734967E+00

MEAN OF DEPENDENT VARIABLE   749999.279837489

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.607562090       0.046702122   13.00930
  2       1.100000000       1.085049973       0.093227324   11.63875
  3      -0.100000000      -0.476817350       0.092823489   -5.13682

SE of equation          =      0.041161198
Sum of squared residuals =  0.345625823        1.35078764    
Sum of ABS residuals     =   3.88732907    
R squared                =    1.00000
Durbin-Watson statistic  =    1.73219

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.664276142048E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      45 IER= 3 F=  0.655390153850E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.21645245324E-10  0.25500406653E-10

X VALUES

  0.10610985682E+01 -0.18503422000E+00

MEAN OF DEPENDENT VARIABLE   749999.263422320

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.061098568       0.271907519    3.90242
  2      -0.100000000      -0.185034220       0.245575814   -0.75347

SE of equation          =      0.023769550
Sum of squared residuals =  0.655390154E-01   0.712214594    
Sum of ABS residuals     =   1.05823819    
R squared                =    1.00000
Durbin-Watson statistic  =    1.30101

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.264171165735E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.256660376403E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.98271533446E-11 -0.69978404365E-11

X VALUES

  0.11015066226E+01 -0.15865223489E+00

MEAN OF DEPENDENT VARIABLE   749999.210853171

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.101506623       0.092113941   11.95809
  2      -0.100000000      -0.158652235       0.090257604   -1.75777

SE of equation          =      0.035470257
Sum of squared residuals =  0.256660376       0.597980332    
Sum of ABS residuals     =   3.37139281    
R squared                =    1.00000
Durbin-Watson statistic  =    1.77568

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4804062E-01 0.5234225E-01 0.4602049      1.083667    
  1954.2 0.5555096E-01 0.5783462E-01 0.8667075E-02 0.8143333    
  1954.3 0.5613891E-01 0.5970489E-01 0.2768604     0.8696667    
  1954.4 0.5398789E-01 0.5361334E-01 0.5562995      1.036333    
  1955.1 0.5168172E-01 0.4710636E-01  1.091087      1.256333    
  1955.2 0.5721590E-01 0.4380454E-01  0.000000      1.614333    
  1955.3 0.4799579E-01 0.4109694E-01  0.000000      1.861333    
  1955.4 0.3430955E-01 0.4208878E-01  2.957220      2.349333    
  1956.1 0.2193148E-01 0.4031458E-01  5.385127      2.379333    
  1956.2 0.1041720E-01 0.4190614E-01  6.406121      2.596667    
  1956.3 0.2831354E-02 0.4128671E-01  6.984326      2.596667    
  1956.4-0.2296624E-02 0.4100540E-01  7.841618      3.063667    
  1957.1-0.5998538E-02 0.3946671E-01  8.292844      3.171667    
  1957.2-0.2253758E-02 0.4062513E-01  8.363371      3.157000    
  1957.3 0.6297239E-02 0.4207225E-01  7.298065      3.382333    
  1957.4 0.1295061E-01 0.4923487E-01  6.587871      3.343333    
  1958.1 0.1959190E-01 0.6275076E-01  6.050459      1.838000    
  1958.2 0.2584224E-01 0.7359928E-01  5.886449      1.017667    
  1958.3 0.3444731E-01 0.7309055E-01  5.421023      1.710667    
  1958.4 0.3931723E-01 0.6352766E-01  5.131646      2.787667    
  1959.1 0.4315823E-01 0.5798631E-01  4.911566      2.800333    
  1959.2 0.5456539E-01 0.5104500E-01  2.134984      3.019333    
  1959.3 0.6508836E-01 0.5287044E-01  0.000000      3.533000    
  1959.4 0.6142123E-01 0.5592834E-01  1.837712      4.299333    
  1960.1 0.5594235E-01 0.5159512E-01  3.108187      3.943000    
  1960.2 0.5145371E-01 0.5225835E-01  3.168385      3.092333    
  1960.3 0.4935725E-01 0.5549938E-01  2.333696      2.390333    
  1960.4 0.4384295E-01 0.6251647E-01  2.655408      2.360667    
  1961.1 0.3859159E-01 0.6773354E-01  4.013515      2.376667    
  1961.2 0.3547130E-01 0.6971717E-01  4.877232      2.324667    
  1961.3 0.2793353E-01 0.6749309E-01  5.513299      2.324667    
  1961.4 0.1776753E-01 0.6171891E-01  6.612974      2.475000    
  1962.1 0.1331616E-01 0.5614436E-01  7.148978      2.739000    
  1962.2 0.1001454E-01 0.5482584E-01  7.065936      2.716000    
  1962.3 0.1082161E-01 0.5539051E-01  7.838693      2.858000    
  1962.4 0.1010714E-01 0.5505923E-01  9.443685      2.803333    
  1963.1 0.1265106E-01 0.5779253E-01  9.058736      2.909000    
  1963.2 0.1472593E-01 0.5680856E-01  8.484840      2.941333    
  1963.3 0.1362253E-01 0.5493742E-01  8.706842      3.280667    
  1963.4 0.1888723E-01 0.5572673E-01  8.618272      3.499333    
  1964.1 0.2460416E-01 0.5457706E-01  7.146338      3.538000    
  1964.2 0.3192085E-01 0.5220257E-01  5.204402      3.481333    
  1964.3 0.4121716E-01 0.4989598E-01  4.070164      3.504000    
  1964.4 0.5148330E-01 0.4953597E-01  2.744114      3.685000    
  1965.1 0.5846136E-01 0.4871666E-01  2.252157      3.899667    
  1965.2 0.6013573E-01 0.4655354E-01  1.928417      3.879000    
  1965.3 0.5882783E-01 0.4351989E-01  2.880185      3.859667    
  1965.4 0.5234914E-01 0.4102298E-01  5.041357      4.158667    
  1966.1 0.4825082E-01 0.3848268E-01  5.803539      4.630667    
  1966.2 0.4829006E-01 0.3807639E-01  4.688528      4.597333    
  1966.3 0.4897893E-01 0.3750700E-01  3.910561      5.047667    
  1966.4 0.4634034E-01 0.3683286E-01  4.449325      5.246000    
  1967.1 0.4745064E-01 0.3809930E-01  4.832870      4.533667    
  1967.2 0.4738066E-01 0.3806934E-01  5.327997      3.657333    
  1967.3 0.4916927E-01 0.3784696E-01  5.418111      4.344667    
  1967.4 0.4585453E-01 0.3915978E-01  6.298391      4.787333    
  1968.1 0.4877628E-01 0.3728355E-01  6.869047      5.064667    
  1968.2 0.4957959E-01 0.3537721E-01  6.357081      5.510000    
  1968.3 0.5266705E-01 0.3510557E-01  5.269640      5.226333    
  1968.4 0.6191892E-01 0.3392130E-01  4.445679      5.580667    
  1969.1 0.6937799E-01 0.3376971E-01  3.167708      6.137667    
  1969.2 0.7561936E-01 0.3424592E-01  2.182922      6.240000    
  1969.3 0.7599464E-01 0.3590757E-01  1.837776      7.046667    
  1969.4 0.7467124E-01 0.3581941E-01  1.839266      7.317667    
  1970.1 0.7097310E-01 0.4159508E-01  2.454565      7.262667    
  1970.2 0.6414302E-01 0.4746577E-01  3.112623      6.752333    
  1970.3 0.5544863E-01 0.5169088E-01  3.910862      6.374667    
  1970.4 0.4617243E-01 0.5802797E-01  5.103027      5.358333    
  1971.1 0.3941693E-01 0.5914467E-01  5.204573      3.863333    
  1971.2 0.3434065E-01 0.5907857E-01  5.731993      4.206000    
  1971.3 0.3565985E-01 0.5983336E-01  6.132191      5.050333    
  1971.4 0.3479545E-01 0.5954344E-01  6.794236      4.234333    
  1972.1 0.3659814E-01 0.5768041E-01  6.745189      3.435333    
  1972.2 0.3767574E-01 0.5658509E-01  6.834777      3.748333    
  1972.3 0.3818223E-01 0.5584112E-01  7.164682      4.241333    
  1972.4 0.4025499E-01 0.5304486E-01  7.021335      4.851333    
  1973.1 0.3961977E-01 0.4950510E-01  6.486336      5.639667    
  1973.2 0.3946823E-01 0.4889844E-01  6.776952      6.608333    
  1973.3 0.4421262E-01 0.4793204E-01  6.774503      8.388333    
  1973.4 0.4787780E-01 0.4769321E-01  6.456497      7.461667    
  1974.1 0.4820022E-01 0.5085049E-01  6.613082      7.600333    
  1974.2 0.5371304E-01 0.5161500E-01  6.180002      8.268000    
  1974.3 0.5647800E-01 0.5583721E-01  5.573065      8.286333    
  1974.4 0.6048025E-01 0.6556479E-01  5.175619      7.336000    
  1975.1 0.6197996E-01 0.8217515E-01  5.539000      5.873333    
  1975.2 0.6180923E-01 0.8828988E-01  5.793984      5.400667    
  1975.3 0.5964483E-01 0.8467753E-01  6.280199      6.336667    
  1975.4 0.5596811E-01 0.8259670E-01  6.699807      5.684333    
  1976.1 0.5850801E-01 0.7723461E-01  6.687102      4.953333    
  1976.2 0.5541492E-01 0.7526804E-01  7.247498      5.168667    
  1976.3 0.4636149E-01 0.7700112E-01  8.418868      5.168667    
  1976.4 0.4414100E-01 0.7733424E-01  7.897279      4.698000    
  1977.1 0.4250990E-01 0.7493048E-01  7.677131      4.624000    
  1977.2 0.4267827E-01 0.7104693E-01  7.925552      4.828667    
  1977.3 0.4403798E-01 0.6864221E-01  7.839649      5.472000    
  1977.4 0.4606118E-01 0.6612385E-01  7.797847      6.137000    
  1978.1 0.5403114E-01 0.6326666E-01  7.419280      6.408000    
  1978.2 0.5187881E-01 0.5999476E-01  8.057143      6.481000    
  1978.3 0.4294639E-01 0.6021465E-01  9.120450      7.315333    
  1978.4 0.4126409E-01 0.5883992E-01  8.421975      8.680333    
  1979.1 0.4155574E-01 0.5877879E-01  8.768606      9.357667    
  1979.2 0.5064612E-01 0.5714052E-01  6.795515      9.372333    
  1979.3 0.4688771E-01 0.5868435E-01  6.127941      9.631333    
  1979.4 0.4211152E-01 0.5940129E-01  10.80179      11.80367    
  1980.1 0.3209923E-01 0.6296949E-01  12.20683      13.45867    
  1980.2 0.2651903E-01 0.7323656E-01  11.92258      10.04933    
  1980.3 0.3217489E-01 0.7680771E-01  11.30872      9.235333    
  1980.4 0.3814989E-01 0.7398623E-01  13.23101      13.70967    
  1981.1 0.4453195E-01 0.7426606E-01  12.72264      14.36900    
  1981.2 0.5420026E-01 0.7398937E-01  13.80995      14.82900    
  1981.3 0.6090550E-01 0.7417361E-01  13.27393      15.08733    
  1981.4 0.6469375E-01 0.8241053E-01  12.56859      12.02267    
  1982.1 0.6714230E-01 0.8843563E-01  14.24256      12.89500    
  1982.2 0.6610292E-01 0.9425762E-01  13.69337      12.35900    
  1982.3 0.6388115E-01 0.9942961E-01  12.31270      9.705333    
  1982.4 0.6018816E-01 0.1067659      12.13487      7.935000    
  1983.1 0.5689631E-01 0.1039701      11.80255      8.081333    
  1983.2 0.5029389E-01 0.1010214      12.27828      8.420667    
  1983.3 0.4355238E-01 0.9360138E-01  12.94416      9.186667    
  1983.4 0.4818811E-01 0.8541760E-01  10.22746      8.793333    
  1984.1 0.5487734E-01 0.7871758E-01  8.701068      9.133333    
  1984.2 0.6089922E-01 0.7478733E-01  8.056957      9.843333    
  1984.3 0.6557111E-01 0.7451999E-01  7.627328      10.34333    
  1984.4 0.6595058E-01 0.7283015E-01  7.357677      8.973333    
  1985.1 0.6958266E-01 0.7279936E-01  7.078954      8.183333    
  1985.2 0.7218118E-01 0.7288834E-01  6.324682      7.523333    
  1985.3 0.7074691E-01 0.7210537E-01  5.724110      7.103333    
  1985.4 0.6999918E-01 0.7054201E-01  5.154291      7.146667    
  1986.1 0.6941969E-01 0.7015712E-01  4.742091      6.886667    
  1986.2 0.6291289E-01 0.7180384E-01  5.112906      6.130000    
  1986.3 0.5870738E-01 0.6991001E-01  5.820786      5.533333    
  1986.4 0.5200023E-01 0.6835172E-01  5.941204      5.340000    
  1987.1 0.4462720E-01 0.6620689E-01  6.188857      5.533333    
  1987.2 0.3948158E-01 0.6280795E-01  6.028896      5.733333    
  1987.3 0.3891632E-01 0.6014193E-01  6.500419      6.033333    
  1987.4 0.3634205E-01 0.5868976E-01  6.925694      6.003333    
  1988.1 0.3509299E-01 0.5727587E-01  6.586725      5.760000    
  1988.2 0.3769976E-01 0.5487146E-01  6.232494      6.230000    
  1988.3 0.4543140E-01 0.5492451E-01  5.477109      6.993333    
  1988.4 0.5084843E-01 0.5350265E-01  4.393474      7.703333    
  1989.1 0.5692061E-01 0.5215423E-01  3.067314      8.533333    
  1989.2 0.5968714E-01 0.5244464E-01  2.020858      8.440000    
  1989.3 0.6267060E-01 0.5277223E-01  1.525796      7.850000    
  1989.4 0.6707149E-01 0.5373561E-01 0.3052629      7.633333    
  1990.1 0.6535391E-01 0.5300361E-01 0.2371620      7.756667    
  1990.2 0.6374866E-01 0.5337414E-01 0.8140511      7.766667    
  1990.3 0.6131277E-01 0.5687498E-01  1.105800      7.493333    
  1990.4 0.5881799E-01 0.6113686E-01  1.129066      7.023333    
  1991.1 0.5869846E-01 0.6574073E-01  1.546420      6.053333    
  1991.2 0.6353921E-01 0.6823443E-01  0.000000      5.593333    
  1991.3 0.5740265E-01 0.6853392E-01  0.000000      5.406667    
  1991.4 0.4911453E-01 0.7096660E-01  2.527861      4.583333    
  1992.1 0.3945493E-01 0.7379080E-01  4.730380      3.910000    
  1992.2 0.3615796E-01 0.7594573E-01  5.210294      3.723333    
  1992.3 0.3650994E-01 0.7626478E-01  5.199480      3.130000    
  1992.4 0.4004294E-01 0.7406133E-01  5.524445      3.076667    
  1993.1 0.4433365E-01 0.7149713E-01  5.362314      2.993333    
  1993.2 0.4715526E-01 0.7068857E-01  5.021060      2.983333    
  1993.3 0.4848558E-01 0.6799552E-01  4.872257      3.020000    
  1993.4 0.5301814E-01 0.6619143E-01  4.780864      3.080000    
  1994.1 0.5260432E-01 0.6555817E-01  4.536893      3.250000    
  1994.2 0.5253514E-01 0.6165512E-01  4.681233      4.036667    
  1994.3 0.5177807E-01 0.6001291E-01  5.144470      4.510000    
  1994.4 0.5279911E-01 0.5619378E-01  5.862848      5.283333    
  1995.1 0.5072276E-01 0.5477964E-01  6.550182      5.780000    
  1995.2 0.5230181E-01 0.5674622E-01  6.179543      5.623333    
  1995.3 0.5466084E-01 0.5658385E-01  5.495779      5.380000    
  1995.4 0.5780774E-01 0.5572015E-01  5.117472      5.270000    
  1996.1 0.5824760E-01 0.5545427E-01  5.552864      4.950000    
  1996.2 0.6058349E-01 0.5470120E-01  5.789845      5.040000    
  1996.3 0.5920791E-01 0.5259294E-01  5.567445      5.136667    
  1996.4 0.5551666E-01 0.5310254E-01  5.534551      4.970000    
  1997.1 0.5765023E-01 0.5223738E-01  4.444028      5.063333    
  1997.2 0.5742402E-01 0.4974959E-01  2.987206      5.073333    
  1997.3 0.5854884E-01 0.4858023E-01  2.536595      5.056667    
  1997.4 0.6299761E-01 0.4680572E-01  1.323144      5.086667    
  1998.1 0.6069163E-01 0.4637954E-01  1.716090      5.053333    
  1998.2 0.5955780E-01 0.4414228E-01  2.362262      4.976667    
  1998.3 0.5905785E-01 0.4528502E-01  2.920973      4.823333    
  1998.4 0.5928369E-01 0.4429607E-01  3.180665      4.253333    
  1999.1 0.6021085E-01 0.4284456E-01  2.718466      4.406667    
  1999.2 0.6177648E-01 0.4248440E-01  2.387040      4.453333    
  1999.3 0.6565202E-01 0.4243400E-01  2.267949      4.650000    
  1999.4 0.6635659E-01 0.4077788E-01  2.471593      5.043333    
  2000.1 0.6066563E-01 0.4048765E-01  4.120372      5.520000    
  2000.2 0.5993862E-01 0.3947782E-01  4.485394      5.713333    
  2000.3 0.6088703E-01 0.4030117E-01  3.766814      6.016667    
  2000.4 0.6085163E-01 0.3918419E-01  3.588734      6.016667    
  2001.1 0.5508579E-01 0.4230321E-01  4.008910      4.816667    
  2001.2 0.5056489E-01 0.4411448E-01  4.387950      3.660000    
  2001.3 0.5071853E-01 0.4819249E-01  4.706849      3.170000    
  2001.4 0.4994977E-01 0.5537421E-01  4.910668      1.906667    
  2002.1 0.4889856E-01 0.5705425E-01  5.455403      1.820000    
  2002.2 0.5033119E-01 0.5845793E-01  4.749617      1.716667    
  2002.3 0.5203814E-01 0.5732000E-01  4.130437      1.643333    
  2002.4 0.5092441E-01 0.5851777E-01  4.576551      1.333333    
  2003.1 0.5240933E-01 0.5873963E-01  5.991484      1.156667    
  2003.2 0.5407660E-01 0.6152488E-01  6.034185      1.043333    
  2003.3 0.5753911E-01 0.6107130E-01  4.849007     0.9300000    
  2003.4 0.6445217E-01 0.5820932E-01  3.735061     0.9166667    
  2004.1 0.7059982E-01 0.5687648E-01  3.838506     0.9166667    
  2004.2 0.7480744E-01 0.5595400E-01  3.679915      1.076667    
  2004.3 0.7198865E-01 0.5440757E-01  3.412831      1.486667    
  2004.4 0.7074979E-01 0.5396538E-01  3.454047      2.006667    
  2005.1 0.6862094E-01 0.5292068E-01  3.219829      2.536667    
  2005.2 0.6398860E-01 0.5115378E-01  2.910762      2.863333    
  2005.3 0.6197122E-01 0.4975337E-01  3.258227      3.360000    
  2005.4 0.5909021E-01 0.4964352E-01  3.665148      3.826667    
  2006.1 0.5706098E-01 0.4731667E-01  2.853477      4.393333    
  2006.2 0.5591419E-01 0.4666969E-01  1.686647      4.703333    
  2006.3 0.5779305E-01 0.4655398E-01  1.439487      4.906667    
  2006.4 0.6264569E-01 0.4466963E-01 0.3272085      4.903333    
  2007.1 0.5944609E-01 0.4536088E-01 0.8788937      4.983333    
  2007.2 0.5736034E-01 0.4507805E-01  2.078177      4.736667    
  2007.3 0.5546125E-01 0.4670151E-01  2.633308      4.303333    
  2007.4 0.5259965E-01 0.4813029E-01  2.856944      3.390000    
  2008.1 0.5412311E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5510512E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5907298E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6805690E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7519722E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8131418E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8795522E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9071269E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9291158E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9403329E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9699356E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9822579E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9973585E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1022387     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1046106     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1036202     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1026652     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9886623E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9670535E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9443403E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9256635E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9171630E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9431186E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9965383E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1053474     0.7353172E-01 0.2425956     0.2222305    
  2014.2 0.1132923     0.7371212E-01  0.000000     0.2267692    
  2014.3 0.1191049     0.7344075E-01 0.8209844E-01 0.2727381    
  2014.4 0.1203463     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1183507     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1188993     0.7041296E-01  0.000000     0.7056998    
  2015.3 0.1176763     0.6919799E-01 0.5216123     0.8622789    
  2015.4 0.1119775     0.6810526E-01 0.2205101      1.011500    
  2016.1 0.1065379     0.6720077E-01  0.000000      1.148466    
  2016.2 0.1004620     0.6650839E-01 0.2299172      1.268463    
  2016.3 0.9825858E-01 0.6602361E-01 0.3033344      1.370028    
  2016.4 0.9441118E-01 0.6572500E-01  0.000000      1.454232    
  2017.1 0.8814845E-01 0.6557762E-01 0.3980531      1.523254    
  2017.2 0.8466351E-01 0.6554472E-01  1.094138      1.579320    
  2017.3 0.8259320E-01 0.6559437E-01  1.450687      1.624370    
  2017.4 0.8025547E-01 0.6569973E-01  1.623848      1.660170    
  2018.1 0.8025196E-01 0.6583532E-01  1.891027      1.688692    
  2018.2 0.8460415E-01 0.6598118E-01  0.000000      1.711782    
  2018.3 0.7788926E-01 0.6612472E-01  0.000000      1.730742    
  2018.4 0.6827905E-01 0.6625905E-01  2.533212      1.746369    
  2019.1 0.6015968E-01 0.6637441E-01  4.053712      1.759767    
  2019.2 0.5920872E-01 0.6646188E-01  3.924704      1.772234    
  2019.3 0.5835483E-01 0.6651811E-01  4.375440      1.784603    
  2019.4 0.5876037E-01 0.6654506E-01  4.054217      1.797049    
  2020.1 0.5961956E-01 0.6654177E-01  3.422658      1.809908    
  2020.2 0.6102673E-01 0.6650849E-01  3.160886      1.823601    
  2020.3 0.6184561E-01 0.6644969E-01  3.159818      1.838160    
  2020.4 0.6562827E-01 0.6637212E-01  2.468821      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.327290329173E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.308535337264E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.92035523006E-07 -0.13359004642E-07 -0.13081692629E-06

X VALUES

  0.55324572858E+00  0.10904752138E+01 -0.14007860081E+00

MEAN OF DEPENDENT VARIABLE   749999.225481941

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.553245729       0.023411195   23.63167
  2       1.100000000       1.090475214       0.072570190   15.02649
  3      -0.100000000      -0.140078601       0.071419947   -1.96134

SE of equation          =      0.012298082
Sum of squared residuals =  0.308535337E-01   0.814061429E-01
Sum of ABS residuals     =  0.844977403    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99778

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.190770154224E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     121 IER= 4 F=  0.114885265053E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.64152795629E-05  0.54939939564E-05  0.55932824972E-05

X VALUES

  0.64123905205E+00  0.10780766462E+01 -0.13993681655E+00

MEAN OF DEPENDENT VARIABLE   749999.252308817

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.641239052       0.018538966   34.58872
  2       1.100000000       1.078076646       0.074395193   14.49121
  3      -0.100000000      -0.139936817       0.069172099   -2.02302

SE of equation          =      0.007504419
Sum of squared residuals =  0.114885265E-01   0.880607609E-01
Sum of ABS residuals     =  0.616284906    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98385

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.548708613042E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      88 IER= 4 F=  0.464071134270E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.12716478092E-04  0.39713721274E-05  0.56918734025E-05

X VALUES

  0.56837944498E+00  0.10842463421E+01 -0.20863342893E+00

MEAN OF DEPENDENT VARIABLE   749999.260891348

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.568379445       0.040547181   14.01773
  2       1.100000000       1.084246342       0.069568206   15.58537
  3      -0.100000000      -0.208633429       0.065598407   -3.18046

SE of equation          =      0.015546823
Sum of squared residuals =  0.464071134E-01  -0.108182947E-01
Sum of ABS residuals     =   1.05458764    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99101

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.416928649350E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.390968283234E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.10772284944E-07  0.13878984622E-05  0.73522097320E-06

X VALUES

  0.43847810127E+00  0.11903748207E+01 -0.20388573772E+00

MEAN OF DEPENDENT VARIABLE   749999.279857044

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.438478101       0.024168961   18.14220
  2       1.100000000       1.190374821       0.070246559   16.94567
  3      -0.100000000      -0.203885738       0.069222943   -2.94535

SE of equation          =      0.013843812
Sum of squared residuals =  0.390968283E-01   0.105925671    
Sum of ABS residuals     =   1.20163894    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99925

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.242852416631E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.242679634967E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.57077304147E-06 -0.52506235729E-05 -0.60351663325E-05

X VALUES

  0.50688342434E+00  0.12823635178E+01 -0.33208744013E+00

MEAN OF DEPENDENT VARIABLE   749999.250225093

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.506883424       0.340220689    1.48987
  2       1.100000000       1.282363518       1.530514848    0.83786
  3      -0.100000000      -0.332087440       1.433973892   -0.23159

SE of equation          =      0.344906662
Sum of squared residuals =   24.2679635        5.38389615    
Sum of ABS residuals     =   6.94944417    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95614

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.196330073535E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.189908476464E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.44799875150E-05  0.14533045373E-04  0.69366879241E-05

X VALUES

  0.74633614041E+00  0.52226358689E+00  0.25266565219E+00

MEAN OF DEPENDENT VARIABLE   749999.222958789

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.746336140       0.155206906    4.80865
  2       1.100000000       0.522263587       0.249958978    2.08940
  3      -0.100000000       0.252665652       0.229639819    1.10027

SE of equation          =      0.096484398
Sum of squared residuals =   1.89908476        2.40514317    
Sum of ABS residuals     =   4.92775755    
R squared                =    1.00000
Durbin-Watson statistic  =    1.90650

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.829064759647E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.757340494138E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.65492882730E-08 -0.38683579092E-06 -0.43239893533E-06

X VALUES

  0.91438071399E+00  0.10978710639E+01 -0.10761277825E+00

MEAN OF DEPENDENT VARIABLE   749999.498408452

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.914380714       0.108391408    8.43592
  2       1.100000000       1.097871064       0.080575591   13.62536
  3      -0.100000000      -0.107612778       0.080429089   -1.33798

SE of equation          =      0.067955352
Sum of squared residuals =  0.757340494        1.21232159    
Sum of ABS residuals     =   5.04733713    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93481

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.393264524619E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     110 IER= 4 F=  0.353188446503E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10111143416E-03 -0.18878253855E-04 -0.22845734776E-05

X VALUES

  0.57791462163E+00  0.74099485494E+00 -0.11597588622E+00

MEAN OF DEPENDENT VARIABLE   749999.301526157

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.577914622       0.039786709   14.52532
  2       1.100000000       0.740994855       0.102118681    7.25621
  3      -0.100000000      -0.115975886       0.102930016   -1.12675

SE of equation          =      0.041609085
Sum of squared residuals =  0.353188447        2.08552445    
Sum of ABS residuals     =   3.92670263    
R squared                =    1.00000
Durbin-Watson statistic  =    1.57662

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.561225317148E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      79 IER= 4 F=  0.483090025327E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10930766438E-06 -0.20895582250E-06 -0.12227087098E-04

X VALUES

  0.37973324966E+00  0.71016780002E+00  0.16381601464E+00

MEAN OF DEPENDENT VARIABLE   749999.274251287

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.379733250       0.104067891    3.64890
  2       1.100000000       0.710167800       0.079876732    8.89080
  3      -0.100000000       0.163816015       0.079839465    2.05182

SE of equation          =      0.054274035
Sum of squared residuals =  0.483090025       0.959929004    
Sum of ABS residuals     =   3.45714944    
R squared                =    1.00000
Durbin-Watson statistic  =    1.88667

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.341165703992E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.296023128387E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.54795238514E-07  0.10849140957E-05  0.12075054621E-05

X VALUES

  0.22701775484E+00  0.99892417434E+00 -0.16590373807E+00

MEAN OF DEPENDENT VARIABLE   749999.282316383

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.227017755       0.131600948    1.72505
  2       1.100000000       0.998924174       0.075828572   13.17345
  3      -0.100000000      -0.165903738       0.074689049   -2.22126

SE of equation          =      0.043561269
Sum of squared residuals =  0.296023128        1.36435221    
Sum of ABS residuals     =   3.06731542    
R squared                =    1.00000
Durbin-Watson statistic  =    1.74223

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.391916347153E+00

TERMINATION. ITERS=    8 FUNCTION EVALS=     128 IER= 4 F=  0.324590220228E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.36093843689E-06  0.11852868573E-06  0.44199047253E-06

X VALUES

  0.53776723160E+00  0.69684114341E+00 -0.31035808029E+00

MEAN OF DEPENDENT VARIABLE   749999.277054531

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.537767232       0.026979120   19.93272
  2       1.100000000       0.696841143       0.112731421    6.18143
  3      -0.100000000      -0.310358080       0.108758068   -2.85366

SE of equation          =      0.039888952
Sum of squared residuals =  0.324590220        1.56274595    
Sum of ABS residuals     =   3.67512073    
R squared                =    1.00000
Durbin-Watson statistic  =    1.67180

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.662122727328E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      44 IER= 3 F=  0.641758180643E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.96010652555E-11  0.10057765293E-10

X VALUES

  0.11635812160E+01 -0.31045686250E+00

MEAN OF DEPENDENT VARIABLE   749999.259510668

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.163581216       0.176832930    6.58012
  2      -0.100000000      -0.310456863       0.176846263   -1.75552

SE of equation          =      0.023521050
Sum of squared residuals =  0.641758181E-01   0.648889543    
Sum of ABS residuals     =   1.11336351    
R squared                =    1.00000
Durbin-Watson statistic  =    1.25482

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.237517497676E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.205254482294E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.43918351355E-11  0.45940070453E-11

X VALUES

  0.11691653558E+01 -0.36250152002E+00

MEAN OF DEPENDENT VARIABLE   749999.260777328

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.169165356       0.092512388   12.63793
  2      -0.100000000      -0.362501520       0.085596943   -4.23498

SE of equation          =      0.031719858
Sum of squared residuals =  0.205254482        1.85373319    
Sum of ABS residuals     =   2.94186861    
R squared                =    1.00000
Durbin-Watson statistic  =    1.52253

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4776334E-01 0.5234225E-01 0.7681584      1.083667    
  1954.2 0.5423604E-01 0.5783462E-01 0.8198982     0.8143333    
  1954.3 0.5706494E-01 0.5970489E-01  1.635175     0.8696667    
  1954.4 0.5855449E-01 0.5361334E-01  2.469096      1.036333    
  1955.1 0.5846003E-01 0.4710636E-01  2.357710      1.256333    
  1955.2 0.5582133E-01 0.4380454E-01  2.816060      1.614333    
  1955.3 0.5232035E-01 0.4109694E-01  3.420002      1.861333    
  1955.4 0.4687973E-01 0.4208878E-01  4.541009      2.349333    
  1956.1 0.4930453E-01 0.4031458E-01  3.893403      2.379333    
  1956.2 0.4755094E-01 0.4190614E-01  3.795626      2.596667    
  1956.3 0.4757395E-01 0.4128671E-01  4.360479      2.596667    
  1956.4 0.5402658E-01 0.4100540E-01  1.810842      3.063667    
  1957.1 0.5635411E-01 0.3946671E-01 0.5190526E-01  3.171667    
  1957.2 0.5986345E-01 0.4062513E-01 0.3674043      3.157000    
  1957.3 0.6672964E-01 0.4207225E-01 0.7249568      3.382333    
  1957.4 0.6768082E-01 0.4923487E-01 0.7523323      3.343333    
  1958.1 0.6102842E-01 0.6275076E-01 0.8250432      1.838000    
  1958.2 0.5124689E-01 0.7359928E-01  1.295151      1.017667    
  1958.3 0.4430734E-01 0.7309055E-01  2.335293      1.710667    
  1958.4 0.3570007E-01 0.6352766E-01  3.457835      2.787667    
  1959.1 0.2854231E-01 0.5798631E-01  4.109671      2.800333    
  1959.2 0.2227060E-01 0.5104500E-01  4.428814      3.019333    
  1959.3 0.3688834E-01 0.5287044E-01  4.246777      3.533000    
  1959.4 0.4138063E-01 0.5592834E-01  5.115624      4.299333    
  1960.1 0.4313052E-01 0.5159512E-01  5.563049      3.943000    
  1960.2 0.4331426E-01 0.5225835E-01  6.127584      3.092333    
  1960.3 0.5187594E-01 0.5549938E-01  6.357623      2.390333    
  1960.4 0.5486538E-01 0.6251647E-01  5.127611      2.360667    
  1961.1 0.5932471E-01 0.6773354E-01  4.177648      2.376667    
  1961.2 0.6345685E-01 0.6971717E-01  3.419440      2.324667    
  1961.3 0.6399738E-01 0.6749309E-01  3.489451      2.324667    
  1961.4 0.5920946E-01 0.6171891E-01  4.254900      2.475000    
  1962.1 0.5514876E-01 0.5614436E-01  4.502717      2.739000    
  1962.2 0.4958306E-01 0.5482584E-01  4.663162      2.716000    
  1962.3 0.4310500E-01 0.5539051E-01  5.116719      2.858000    
  1962.4 0.4060114E-01 0.5505923E-01  5.117569      2.803333    
  1963.1 0.3740849E-01 0.5779253E-01  4.857797      2.909000    
  1963.2 0.3231156E-01 0.5680856E-01  5.537425      2.941333    
  1963.3 0.2759771E-01 0.5493742E-01  6.569149      3.280667    
  1963.4 0.2810172E-01 0.5572673E-01  6.770666      3.499333    
  1964.1 0.3131085E-01 0.5457706E-01  6.362977      3.538000    
  1964.2 0.3345681E-01 0.5220257E-01  6.704610      3.481333    
  1964.3 0.3750708E-01 0.4989598E-01  6.980348      3.504000    
  1964.4 0.3797743E-01 0.4953597E-01  7.723394      3.685000    
  1965.1 0.4915163E-01 0.4871666E-01  6.491095      3.899667    
  1965.2 0.6002960E-01 0.4655354E-01  4.642589      3.879000    
  1965.3 0.7034052E-01 0.4351989E-01  3.593460      3.859667    
  1965.4 0.7376792E-01 0.4102298E-01  3.740308      4.158667    
  1966.1 0.7363017E-01 0.3848268E-01  4.097267      4.630667    
  1966.2 0.7325978E-01 0.3807639E-01  4.139148      4.597333    
  1966.3 0.6895181E-01 0.3750700E-01  5.317382      5.047667    
  1966.4 0.6347200E-01 0.3683286E-01  4.456387      5.246000    
  1967.1 0.5326037E-01 0.3809930E-01  3.772339      4.533667    
  1967.2 0.4539561E-01 0.3806934E-01  4.589317      3.657333    
  1967.3 0.4293904E-01 0.3784696E-01  5.098300      4.344667    
  1967.4 0.3989051E-01 0.3915978E-01  5.268542      4.787333    
  1968.1 0.3634692E-01 0.3728355E-01  5.886511      5.064667    
  1968.2 0.3985232E-01 0.3537721E-01  4.113071      5.510000    
  1968.3 0.3312833E-01 0.3510557E-01  3.517532      5.226333    
  1968.4 0.2433023E-01 0.3392130E-01  6.392635      5.580667    
  1969.1 0.1318351E-01 0.3376971E-01  8.933728      6.137667    
  1969.2 0.1064548E-01 0.3424592E-01  9.028753      6.240000    
  1969.3 0.1203283E-01 0.3590757E-01  8.740864      7.046667    
  1969.4 0.1779447E-01 0.3581941E-01  9.009150      7.317667    
  1970.1 0.3073357E-01 0.4159508E-01  8.372832      7.262667    
  1970.2 0.3531229E-01 0.4746577E-01  7.970909      6.752333    
  1970.3 0.3755900E-01 0.5169088E-01  8.668390      6.374667    
  1970.4 0.3529795E-01 0.5802797E-01  9.238505      5.358333    
  1971.1 0.3905439E-01 0.5914467E-01  8.220328      3.863333    
  1971.2 0.3728167E-01 0.5907857E-01  8.366607      4.206000    
  1971.3 0.3628497E-01 0.5983336E-01  9.196743      5.050333    
  1971.4 0.4237653E-01 0.5954344E-01  7.026484      4.234333    
  1972.1 0.4576278E-01 0.5768041E-01  6.741010      3.435333    
  1972.2 0.5137349E-01 0.5658509E-01  7.482548      3.748333    
  1972.3 0.5177206E-01 0.5584112E-01  8.860254      4.241333    
  1972.4 0.5437790E-01 0.5304486E-01  8.456120      4.851333    
  1973.1 0.5808934E-01 0.4950510E-01  7.323133      5.639667    
  1973.2 0.6413775E-01 0.4889844E-01  6.724971      6.608333    
  1973.3 0.7176331E-01 0.4793204E-01  5.802520      8.388333    
  1973.4 0.7441336E-01 0.4769321E-01  5.454033      7.461667    
  1974.1 0.7918749E-01 0.5085049E-01  5.266995      7.600333    
  1974.2 0.8129999E-01 0.5161500E-01  4.624250      8.268000    
  1974.3 0.8113443E-01 0.5583721E-01  4.944875      8.286333    
  1974.4 0.7739107E-01 0.6556479E-01  5.667622      7.336000    
  1975.1 0.7377160E-01 0.8217515E-01  5.860769      5.873333    
  1975.2 0.7110648E-01 0.8828988E-01  5.853019      5.400667    
  1975.3 0.6964755E-01 0.8467753E-01  5.681363      6.336667    
  1975.4 0.6422885E-01 0.8259670E-01  5.915334      5.684333    
  1976.1 0.6354212E-01 0.7723461E-01  5.669788      4.953333    
  1976.2 0.6489184E-01 0.7526804E-01  5.705259      5.168667    
  1976.3 0.7150566E-01 0.7700112E-01  5.657657      5.168667    
  1976.4 0.7370176E-01 0.7733424E-01  5.665696      4.698000    
  1977.1 0.7310713E-01 0.7493048E-01  6.197336      4.624000    
  1977.2 0.7254728E-01 0.7104693E-01  6.614850      4.828667    
  1977.3 0.6913619E-01 0.6864221E-01  6.877089      5.472000    
  1977.4 0.6526870E-01 0.6612385E-01  7.189379      6.137000    
  1978.1 0.6213627E-01 0.6326666E-01  7.388826      6.408000    
  1978.2 0.5680633E-01 0.5999476E-01  7.654503      6.481000    
  1978.3 0.5441815E-01 0.6021465E-01  8.731890      7.315333    
  1978.4 0.5036214E-01 0.5883992E-01  10.23571      8.680333    
  1979.1 0.4715025E-01 0.5877879E-01  10.64964      9.357667    
  1979.2 0.4530252E-01 0.5714052E-01  10.14779      9.372333    
  1979.3 0.4590878E-01 0.5868435E-01  11.01742      9.631333    
  1979.4 0.4735303E-01 0.5940129E-01  16.23460      11.80367    
  1980.1 0.4562239E-01 0.6296949E-01  14.30543      13.45867    
  1980.2 0.4416069E-01 0.7323656E-01  9.824832      10.04933    
  1980.3 0.4501543E-01 0.7680771E-01  11.32868      9.235333    
  1980.4 0.4873779E-01 0.7398623E-01  16.62206      13.70967    
  1981.1 0.5012123E-01 0.7426606E-01  17.15419      14.36900    
  1981.2 0.5664287E-01 0.7398937E-01  17.92671      14.82900    
  1981.3 0.6653072E-01 0.7417361E-01  15.25891      15.08733    
  1981.4 0.7532214E-01 0.8241053E-01  14.87209      12.02267    
  1982.1 0.7844124E-01 0.8843563E-01  17.16295      12.89500    
  1982.2 0.8239314E-01 0.9425762E-01  18.96331      12.35900    
  1982.3 0.9121372E-01 0.9942961E-01  16.35730      9.705333    
  1982.4 0.9465326E-01 0.1067659      12.83615      7.935000    
  1983.1 0.9642745E-01 0.1039701      11.42158      8.081333    
  1983.2 0.9597469E-01 0.1010214      10.68863      8.420667    
  1983.3 0.9657575E-01 0.9360138E-01  9.597454      9.186667    
  1983.4 0.9674071E-01 0.8541760E-01  7.646298      8.793333    
  1984.1 0.9629603E-01 0.7871758E-01  7.312218      9.133333    
  1984.2 0.9413684E-01 0.7478733E-01  7.868279      9.843333    
  1984.3 0.8750897E-01 0.7451999E-01  9.303583      10.34333    
  1984.4 0.7991690E-01 0.7283015E-01  8.034153      8.973333    
  1985.1 0.6973630E-01 0.7279936E-01  8.290739      8.183333    
  1985.2 0.6307191E-01 0.7288834E-01  9.315985      7.523333    
  1985.3 0.5402098E-01 0.7210537E-01  10.90322      7.103333    
  1985.4 0.4646126E-01 0.7054201E-01  10.99477      7.146667    
  1986.1 0.4070824E-01 0.7015712E-01  10.82822      6.886667    
  1986.2 0.3572147E-01 0.7180384E-01  10.99861      6.130000    
  1986.3 0.3164232E-01 0.6991001E-01  11.66410      5.533333    
  1986.4 0.2789620E-01 0.6835172E-01  11.86375      5.340000    
  1987.1 0.2900646E-01 0.6620689E-01  11.71260      5.533333    
  1987.2 0.2973747E-01 0.6280795E-01  10.98989      5.733333    
  1987.3 0.3016821E-01 0.6014193E-01  10.61017      6.033333    
  1987.4 0.2900944E-01 0.5868976E-01  10.51538      6.003333    
  1988.1 0.2966044E-01 0.5727587E-01  10.11732      5.760000    
  1988.2 0.2881619E-01 0.5487146E-01  9.565177      6.230000    
  1988.3 0.3092051E-01 0.5492451E-01  10.03473      6.993333    
  1988.4 0.2870127E-01 0.5350265E-01  10.95074      7.703333    
  1989.1 0.2984409E-01 0.5215423E-01  11.11261      8.533333    
  1989.2 0.3238114E-01 0.5244464E-01  10.81916      8.440000    
  1989.3 0.3257497E-01 0.5277223E-01  11.44723      7.850000    
  1989.4 0.3318433E-01 0.5373561E-01  9.803387      7.633333    
  1990.1 0.4122391E-01 0.5300361E-01  8.299967      7.756667    
  1990.2 0.4293036E-01 0.5337414E-01  8.177605      7.766667    
  1990.3 0.4559079E-01 0.5687498E-01  8.904089      7.493333    
  1990.4 0.4758321E-01 0.6113686E-01  8.795089      7.023333    
  1991.1 0.5328712E-01 0.6574073E-01  7.774190      6.053333    
  1991.2 0.5614645E-01 0.6823443E-01  7.682157      5.593333    
  1991.3 0.6066613E-01 0.6853392E-01  7.588028      5.406667    
  1991.4 0.6137996E-01 0.7096660E-01  7.644093      4.583333    
  1992.1 0.6836064E-01 0.7379080E-01  7.196350      3.910000    
  1992.2 0.8051393E-01 0.7594573E-01  3.992150      3.723333    
  1992.3 0.7880399E-01 0.7626478E-01  2.277597      3.130000    
  1992.4 0.7324355E-01 0.7406133E-01  4.418560      3.076667    
  1993.1 0.6596413E-01 0.7149713E-01  6.880699      2.993333    
  1993.2 0.6175779E-01 0.7068857E-01  7.031434      2.983333    
  1993.3 0.5658168E-01 0.6799552E-01  6.652595      3.020000    
  1993.4 0.5184298E-01 0.6619143E-01  6.972465      3.080000    
  1994.1 0.4895788E-01 0.6555817E-01  8.238916      3.250000    
  1994.2 0.4888130E-01 0.6165512E-01  8.479744      4.036667    
  1994.3 0.4625448E-01 0.6001291E-01  8.170518      4.510000    
  1994.4 0.4345974E-01 0.5619378E-01  8.143369      5.283333    
  1995.1 0.4503806E-01 0.5477964E-01  6.814943      5.780000    
  1995.2 0.4749816E-01 0.5674622E-01  5.208141      5.623333    
  1995.3 0.5260696E-01 0.5658385E-01  4.359278      5.380000    
  1995.4 0.6122900E-01 0.5572015E-01  2.788524      5.270000    
  1996.1 0.6618251E-01 0.5545427E-01  2.526682      4.950000    
  1996.2 0.7122895E-01 0.5470120E-01  3.071010      5.040000    
  1996.3 0.7254360E-01 0.5259294E-01  4.091819      5.136667    
  1996.4 0.7209367E-01 0.5310254E-01  2.405925      4.970000    
  1997.1 0.7493361E-01 0.5223738E-01  1.474545      5.063333    
  1997.2 0.7432521E-01 0.4974959E-01  1.402859      5.073333    
  1997.3 0.7313427E-01 0.4858023E-01  2.149800      5.056667    
  1997.4 0.7129628E-01 0.4680572E-01  2.710694      5.086667    
  1998.1 0.6685539E-01 0.4637954E-01  3.518910      5.053333    
  1998.2 0.6345907E-01 0.4414228E-01  3.855168      4.976667    
  1998.3 0.6014431E-01 0.4528502E-01  4.215798      4.823333    
  1998.4 0.5597076E-01 0.4429607E-01  4.422411      4.253333    
  1999.1 0.5024433E-01 0.4284456E-01  5.746298      4.406667    
  1999.2 0.4849203E-01 0.4248440E-01  6.352164      4.453333    
  1999.3 0.4847042E-01 0.4243400E-01  6.439014      4.650000    
  1999.4 0.4924527E-01 0.4077788E-01  6.620326      5.043333    
  2000.1 0.4561969E-01 0.4048765E-01  7.824812      5.520000    
  2000.2 0.5019380E-01 0.3947782E-01  7.763575      5.713333    
  2000.3 0.5425197E-01 0.4030117E-01  7.604671      6.016667    
  2000.4 0.5853894E-01 0.3918419E-01  6.495969      6.016667    
  2001.1 0.5878754E-01 0.4230321E-01  6.808913      4.816667    
  2001.2 0.6199307E-01 0.4411448E-01  7.804720      3.660000    
  2001.3 0.7043738E-01 0.4819249E-01  7.761728      3.170000    
  2001.4 0.7533301E-01 0.5537421E-01  5.834177      1.906667    
  2002.1 0.7583219E-01 0.5705425E-01  5.570383      1.820000    
  2002.2 0.7851574E-01 0.5845793E-01  5.838419      1.716667    
  2002.3 0.8379921E-01 0.5732000E-01  5.736843      1.643333    
  2002.4 0.8467349E-01 0.5851777E-01  4.502539      1.333333    
  2003.1 0.8429674E-01 0.5873963E-01  4.209786      1.156667    
  2003.2 0.8619195E-01 0.6152488E-01  4.392728      1.043333    
  2003.3 0.8948173E-01 0.6107130E-01  4.596658     0.9300000    
  2003.4 0.8802046E-01 0.5820932E-01  3.305570     0.9166667    
  2004.1 0.8282352E-01 0.5687648E-01  2.517750     0.9166667    
  2004.2 0.7697423E-01 0.5595400E-01  2.682414      1.076667    
  2004.3 0.6797607E-01 0.5440757E-01  3.110311      1.486667    
  2004.4 0.6239728E-01 0.5396538E-01  3.377590      2.006667    
  2005.1 0.5995210E-01 0.5292068E-01  3.396534      2.536667    
  2005.2 0.5439813E-01 0.5115378E-01  3.427698      2.863333    
  2005.3 0.5242016E-01 0.4975337E-01  4.484858      3.360000    
  2005.4 0.5002605E-01 0.4964352E-01  5.936511      3.826667    
  2006.1 0.4844255E-01 0.4731667E-01  5.871586      4.393333    
  2006.2 0.4837629E-01 0.4666969E-01  5.043043      4.703333    
  2006.3 0.5032230E-01 0.4655398E-01  5.119739      4.906667    
  2006.4 0.5137281E-01 0.4466963E-01  5.343877      4.903333    
  2007.1 0.5231497E-01 0.4536088E-01  5.083531      4.983333    
  2007.2 0.5382968E-01 0.4507805E-01  4.839392      4.736667    
  2007.3 0.5507277E-01 0.4670151E-01  4.124114      4.303333    
  2007.4 0.5423237E-01 0.4813029E-01  3.916616      3.390000    
  2008.1 0.5377439E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5466740E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5568151E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5979304E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6402614E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7012911E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.7918637E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8378446E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8581686E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8567629E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.8711036E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.8928516E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.8761525E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.8678844E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.8526427E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8765894E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8925808E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8964112E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8870966E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8710697E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9323843E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9111433E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.8351062E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.8144445E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8092417E-01 0.7353172E-01 0.4922683     0.2222305    
  2014.2 0.8788451E-01 0.7371212E-01  0.000000     0.2267692    
  2014.3 0.9211776E-01 0.7344075E-01  0.000000     0.2727381    
  2014.4 0.9552563E-01 0.7270034E-01  0.000000     0.3896289    
  2015.1 0.9599304E-01 0.7163268E-01 0.1879528E-02 0.5446822    
  2015.2 0.9534847E-01 0.7041296E-01  0.000000     0.7056998    
  2015.3 0.9316640E-01 0.6919799E-01 0.2685502E-01 0.8622789    
  2015.4 0.8917330E-01 0.6810526E-01 0.2684140      1.011500    
  2016.1 0.8326159E-01 0.6720077E-01 0.6842432      1.148466    
  2016.2 0.7956636E-01 0.6650839E-01  1.205516      1.268463    
  2016.3 0.7681884E-01 0.6602361E-01  1.598351      1.370028    
  2016.4 0.7381165E-01 0.6572500E-01  1.883774      1.454232    
  2017.1 0.7404783E-01 0.6557762E-01  1.332793      1.523254    
  2017.2 0.7554200E-01 0.6554472E-01 0.9573047      1.579320    
  2017.3 0.8109200E-01 0.6559437E-01 0.8127967      1.624370    
  2017.4 0.8327188E-01 0.6569973E-01 0.9623528      1.660170    
  2018.1 0.8872065E-01 0.6583532E-01 0.3080854      1.688692    
  2018.2 0.8753279E-01 0.6598118E-01 0.2149686      1.711782    
  2018.3 0.8366052E-01 0.6612472E-01  1.262336      1.730742    
  2018.4 0.7961681E-01 0.6625905E-01  1.685248      1.746369    
  2019.1 0.7902252E-01 0.6637441E-01 0.3447345      1.759767    
  2019.2 0.7724700E-01 0.6646188E-01  0.000000      1.772234    
  2019.3 0.7701632E-01 0.6651811E-01 0.5141991E-01  1.784603    
  2019.4 0.8001442E-01 0.6654506E-01  0.000000      1.797049    
  2020.1 0.7874371E-01 0.6654177E-01  0.000000      1.809908    
  2020.2 0.7934361E-01 0.6650849E-01 0.4905554E-01  1.823601    
  2020.3 0.7627099E-01 0.6644969E-01  0.000000      1.838160    
  2020.4 0.7371715E-01 0.6637212E-01  0.000000      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.298655456818E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     142 IER= 4 F=  0.271763849719E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.36220422805E-07 -0.20985951029E-07 -0.13640867479E-07

X VALUES

  0.50955394354E+00  0.11519026866E+01 -0.23842422449E+00

MEAN OF DEPENDENT VARIABLE   749999.214757765

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.509553944       0.019861196   25.65575
  2       1.100000000       1.151902687       0.069633267   16.54242
  3      -0.100000000      -0.238424224       0.067007997   -3.55815

SE of equation          =      0.011541992
Sum of squared residuals =  0.271763850E-01   0.120195875    
Sum of ABS residuals     =  0.771441509    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98112

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.207379323614E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     125 IER= 4 F=  0.113971718786E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.13301352432E-04  0.43725750042E-06  0.44891030725E-06

X VALUES

  0.64515470247E+00  0.11207487163E+01 -0.16899370259E+00

MEAN OF DEPENDENT VARIABLE   749999.223250775

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.645154702       0.015190451   42.47107
  2       1.100000000       1.120748716       0.071246693   15.73054
  3      -0.100000000      -0.168993703       0.066958805   -2.52385

SE of equation          =      0.007474523
Sum of squared residuals =  0.113971719E-01   0.349389958E-02
Sum of ABS residuals     =  0.591585290    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95610

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.546340224597E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     120 IER= 4 F=  0.484434716620E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.85377682918E-07 -0.64905017508E-06 -0.10977248455E-05

X VALUES

  0.49639248490E+00  0.12813556234E+01 -0.33815780456E+00

MEAN OF DEPENDENT VARIABLE   749999.249420121

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.496392485       0.028790553   17.24151
  2       1.100000000       1.281355623       0.068592974   18.68057
  3      -0.100000000      -0.338157805       0.066930364   -5.05238

SE of equation          =      0.015884261
Sum of squared residuals =  0.484434717E-01   0.394802255E-01
Sum of ABS residuals     =   1.18812500    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99814

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.431007148008E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      90 IER= 4 F=  0.392607066192E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.54078179190E-04  0.22094606950E-04  0.19318864159E-04

X VALUES

  0.49635764364E+00  0.11063098783E+01 -0.14264581761E+00

MEAN OF DEPENDENT VARIABLE   749999.257729011

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.496357644       0.014748081   33.65574
  2       1.100000000       1.106309878       0.069917996   15.82296
  3      -0.100000000      -0.142645818       0.067600030   -2.11014

SE of equation          =      0.013872795
Sum of squared residuals =  0.392607066E-01   0.162287072    
Sum of ABS residuals     =   1.13974391    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99138

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.387337069642E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      98 IER= 3 F=  0.387172231159E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.77075180962E-07  0.28363443700E-06  0.31481442754E-06

X VALUES

  0.52409029760E+00  0.10694424031E+01 -0.13519555061E+00

MEAN OF DEPENDENT VARIABLE   749999.274629557

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.524090298       0.242560459    2.16066
  2       1.100000000       1.069442403       2.371831978    0.45089
  3      -0.100000000      -0.135195551       2.204379008   -0.06133

SE of equation          =      0.435649296
Sum of squared residuals =   38.7172231        7.13508399    
Sum of ABS residuals     =   8.21240838    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96402

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.183911787173E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      84 IER= 4 F=  0.182046123798E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.17923723693E-04  0.61278012154E-05  0.77766216630E-05

X VALUES

  0.47049636855E+00  0.10159879160E+01 -0.13865164041E+00

MEAN OF DEPENDENT VARIABLE   749999.271703395

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.470496369       0.157863006    2.98041
  2       1.100000000       1.015987916       0.203671139    4.98837
  3      -0.100000000      -0.138651640       0.197526674   -0.70194

SE of equation          =      0.094466024
Sum of squared residuals =   1.82046124        2.99344882    
Sum of ABS residuals     =   4.42309585    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91651

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.801450583471E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      77 IER= 4 F=  0.775821401986E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.24216158888E-04  0.18772412317E-05  0.70427608150E-05

X VALUES

  0.67584361801E+00  0.11020239924E+01 -0.12827885305E+00

MEAN OF DEPENDENT VARIABLE   749999.367710604

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.675843618       0.098745674    6.84429
  2       1.100000000       1.102023992       0.081950717   13.44740
  3      -0.100000000      -0.128278853       0.081758088   -1.56901

SE of equation          =      0.068779490
Sum of squared residuals =  0.775821402        1.57298030    
Sum of ABS residuals     =   5.11314532    
R squared                =    1.00000
Durbin-Watson statistic  =    1.81990

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.427059174100E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.397566446275E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.40195658536E-06 -0.49815747881E-05 -0.65807290511E-05

X VALUES

  0.50132956960E+00  0.10948946335E+01 -0.36548701600E+00

MEAN OF DEPENDENT VARIABLE   749999.272153064

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.501329570       0.054581946    9.18490
  2       1.100000000       1.094894634       0.118711513    9.22315
  3      -0.100000000      -0.365487016       0.118913096   -3.07356

SE of equation          =      0.044145839
Sum of squared residuals =  0.397566446        1.90156681    
Sum of ABS residuals     =   3.68527689    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68649

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.466369923522E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     113 IER= 4 F=  0.346598581323E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.45764914653E-06  0.45730500196E-06  0.11760849406E-05

X VALUES

  0.10905688308E+01  0.74837108007E+00  0.13834690425E+00

MEAN OF DEPENDENT VARIABLE   749999.265708008

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.090568831       0.087486034   12.46563
  2       1.100000000       0.748371080       0.081873127    9.14062
  3      -0.100000000       0.138346904       0.081736840    1.69259

SE of equation          =      0.045971796
Sum of squared residuals =  0.346598581       0.790703040    
Sum of ABS residuals     =   3.61911468    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92375

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.247059537192E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.212883595303E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.17976369523E-05 -0.16158729327E-05 -0.16239696921E-05

X VALUES

  0.27495670521E+00  0.90510989873E+00  0.54909835700E-01

MEAN OF DEPENDENT VARIABLE   749999.303768549

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.274956705       0.068211407    4.03095
  2       1.100000000       0.905109899       0.076593910   11.81700
  3      -0.100000000       0.054909836       0.076519794    0.71759

SE of equation          =      0.036941013
Sum of squared residuals =  0.212883595        1.17656761    
Sum of ABS residuals     =   2.54112842    
R squared                =    1.00000
Durbin-Watson statistic  =    1.67734

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.515813580131E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      89 IER= 4 F=  0.380494500517E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.19807426006E-04  0.34930538772E-04  0.83984089907E-05

X VALUES

  0.57903782940E+00  0.98985156420E+00 -0.53294605630E+00

MEAN OF DEPENDENT VARIABLE   749999.276362413

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.579037829       0.035203898   16.44812
  2       1.100000000       0.989851564       0.079269269   12.48720
  3      -0.100000000      -0.532946056       0.077742735   -6.85525

SE of equation          =      0.043187604
Sum of squared residuals =  0.380494501        1.44419438    
Sum of ABS residuals     =   4.24685733    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72915

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.111670668395E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.904692537610E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.23050406628E-11 -0.24046954639E-11

X VALUES

  0.14449502465E+01 -0.60596767521E+00

MEAN OF DEPENDENT VARIABLE   749999.264384941

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.444950246       0.107403578   13.45346
  2      -0.100000000      -0.605967675       0.106839664   -5.67175

SE of equation          =      0.027926822
Sum of squared residuals =  0.904692538E-01   0.985429232    
Sum of ABS residuals     =   1.55504880    
R squared                =    1.00000
Durbin-Watson statistic  =    1.43844

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.253928414484E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.225411054548E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.90319850903E-11  0.85061464205E-11

X VALUES

  0.13828642211E+01 -0.45682032663E+00

MEAN OF DEPENDENT VARIABLE   749999.204128216

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.382864221       0.081831864   16.89885
  2      -0.100000000      -0.456820327       0.080724463   -5.65901

SE of equation          =      0.033240881
Sum of squared residuals =  0.225411055       0.681550827    
Sum of ABS residuals     =   3.22072893    
R squared                =    1.00000
Durbin-Watson statistic  =    1.71839

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4559230E-01 0.5234225E-01  1.478480      1.083667    
  1954.2 0.5179754E-01 0.5783462E-01  1.441384     0.8143333    
  1954.3 0.5411829E-01 0.5970489E-01  1.553780     0.8696667    
  1954.4 0.5367098E-01 0.5361334E-01  1.737216      1.036333    
  1955.1 0.5579732E-01 0.4710636E-01  1.421873      1.256333    
  1955.2 0.5355641E-01 0.4380454E-01  1.634780      1.614333    
  1955.3 0.4727681E-01 0.4109694E-01  2.319834      1.861333    
  1955.4 0.4367601E-01 0.4208878E-01  2.535702      2.349333    
  1956.1 0.3938694E-01 0.4031458E-01  2.324798      2.379333    
  1956.2 0.3471712E-01 0.4190614E-01  2.997632      2.596667    
  1956.3 0.2783356E-01 0.4128671E-01  4.053406      2.596667    
  1956.4 0.2062646E-01 0.4100540E-01  4.776610      3.063667    
  1957.1 0.1560445E-01 0.3946671E-01  4.456083      3.171667    
  1957.2 0.1473195E-01 0.4062513E-01  3.758891      3.157000    
  1957.3 0.1827862E-01 0.4207225E-01  3.611257      3.382333    
  1957.4 0.2451585E-01 0.4923487E-01  2.685869      3.343333    
  1958.1 0.2285930E-01 0.6275076E-01  3.878970      1.838000    
  1958.2 0.1954156E-01 0.7359928E-01  6.074043      1.017667    
  1958.3 0.2760972E-01 0.7309055E-01  6.843987      1.710667    
  1958.4 0.3123209E-01 0.6352766E-01  5.457384      2.787667    
  1959.1 0.3510295E-01 0.5798631E-01  5.449360      2.800333    
  1959.2 0.4196900E-01 0.5104500E-01  5.546065      3.019333    
  1959.3 0.6319427E-01 0.5287044E-01  3.760222      3.533000    
  1959.4 0.7562199E-01 0.5592834E-01  2.307082      4.299333    
  1960.1 0.8427726E-01 0.5159512E-01  1.537638      3.943000    
  1960.2 0.8917468E-01 0.5225835E-01  1.455839      3.092333    
  1960.3 0.9015489E-01 0.5549938E-01  2.518316      2.390333    
  1960.4 0.8808845E-01 0.6251647E-01  1.313249      2.360667    
  1961.1 0.8598249E-01 0.6773354E-01  1.332059      2.376667    
  1961.2 0.8532969E-01 0.6971717E-01  1.685106      2.324667    
  1961.3 0.8130496E-01 0.6749309E-01  1.886721      2.324667    
  1961.4 0.7569010E-01 0.6171891E-01  2.383480      2.475000    
  1962.1 0.6649781E-01 0.5614436E-01  2.439682      2.739000    
  1962.2 0.5873554E-01 0.5482584E-01  2.360350      2.716000    
  1962.3 0.5523200E-01 0.5539051E-01  2.938910      2.858000    
  1962.4 0.5205299E-01 0.5505923E-01  3.611205      2.803333    
  1963.1 0.5032778E-01 0.5779253E-01  4.562618      2.909000    
  1963.2 0.5154146E-01 0.5680856E-01  4.469154      2.941333    
  1963.3 0.5146559E-01 0.5493742E-01  3.503853      3.280667    
  1963.4 0.5801344E-01 0.5572673E-01  3.050692      3.499333    
  1964.1 0.6194859E-01 0.5457706E-01  2.572406      3.538000    
  1964.2 0.6044229E-01 0.5220257E-01  3.079167      3.481333    
  1964.3 0.5709284E-01 0.4989598E-01  4.034996      3.504000    
  1964.4 0.6203203E-01 0.4953597E-01  1.825468      3.685000    
  1965.1 0.6629410E-01 0.4871666E-01 0.2607996      3.899667    
  1965.2 0.7179303E-01 0.4655354E-01 0.1503975      3.879000    
  1965.3 0.7041390E-01 0.4351989E-01 0.6520832      3.859667    
  1965.4 0.6681972E-01 0.4102298E-01  1.102186      4.158667    
  1966.1 0.5982962E-01 0.3848268E-01  2.437617      4.630667    
  1966.2 0.5440166E-01 0.3807639E-01  3.859483      4.597333    
  1966.3 0.5469226E-01 0.3750700E-01  4.841950      5.047667    
  1966.4 0.5240761E-01 0.3683286E-01  4.258437      5.246000    
  1967.1 0.5471321E-01 0.3809930E-01  3.525732      4.533667    
  1967.2 0.5290851E-01 0.3806934E-01  4.008465      3.657333    
  1967.3 0.5196863E-01 0.3784696E-01  5.198268      4.344667    
  1967.4 0.4951420E-01 0.3915978E-01  5.787457      4.787333    
  1968.1 0.5028952E-01 0.3728355E-01  5.762502      5.064667    
  1968.2 0.5306928E-01 0.3537721E-01  5.653001      5.510000    
  1968.3 0.5394089E-01 0.3510557E-01  6.746008      5.226333    
  1968.4 0.5691649E-01 0.3392130E-01  5.539041      5.580667    
  1969.1 0.5659935E-01 0.3376971E-01  4.983494      6.137667    
  1969.2 0.6153376E-01 0.3424592E-01  4.642640      6.240000    
  1969.3 0.6660190E-01 0.3590757E-01  4.518940      7.046667    
  1969.4 0.7259192E-01 0.3581941E-01  4.525331      7.317667    
  1970.1 0.7877385E-01 0.4159508E-01  4.186422      7.262667    
  1970.2 0.8259063E-01 0.4746577E-01  3.058866      6.752333    
  1970.3 0.8444529E-01 0.5169088E-01  2.516215      6.374667    
  1970.4 0.8182091E-01 0.5802797E-01  2.940656      5.358333    
  1971.1 0.7888995E-01 0.5914467E-01  3.156402      3.863333    
  1971.2 0.7388428E-01 0.5907857E-01  3.060823      4.206000    
  1971.3 0.7011559E-01 0.5983336E-01  3.996228      5.050333    
  1971.4 0.6409271E-01 0.5954344E-01  5.963003      4.234333    
  1972.1 0.5836570E-01 0.5768041E-01  6.841761      3.435333    
  1972.2 0.5829742E-01 0.5658509E-01  6.978236      3.748333    
  1972.3 0.6054759E-01 0.5584112E-01  6.916106      4.241333    
  1972.4 0.6320439E-01 0.5304486E-01  6.967001      4.851333    
  1973.1 0.6622183E-01 0.4950510E-01  6.578528      5.639667    
  1973.2 0.6893448E-01 0.4889844E-01  6.790530      6.608333    
  1973.3 0.7295171E-01 0.4793204E-01  7.307100      8.388333    
  1973.4 0.7615458E-01 0.4769321E-01  7.999793      7.461667    
  1974.1 0.7447020E-01 0.5085049E-01  8.256109      7.600333    
  1974.2 0.7680671E-01 0.5161500E-01  7.656383      8.268000    
  1974.3 0.7982055E-01 0.5583721E-01  7.611639      8.286333    
  1974.4 0.8313523E-01 0.6556479E-01  7.713383      7.336000    
  1975.1 0.8599494E-01 0.8217515E-01  7.636727      5.873333    
  1975.2 0.9088337E-01 0.8828988E-01  7.226525      5.400667    
  1975.3 0.9241859E-01 0.8467753E-01  8.128505      6.336667    
  1975.4 0.9193053E-01 0.8259670E-01  6.538371      5.684333    
  1976.1 0.9114416E-01 0.7723461E-01  5.864392      4.953333    
  1976.2 0.8806613E-01 0.7526804E-01  6.508774      5.168667    
  1976.3 0.8904902E-01 0.7700112E-01  7.085684      5.168667    
  1976.4 0.8637718E-01 0.7733424E-01  5.848544      4.698000    
  1977.1 0.8876465E-01 0.7493048E-01  5.064337      4.624000    
  1977.2 0.8910896E-01 0.7104693E-01  5.469806      4.828667    
  1977.3 0.9269141E-01 0.6864221E-01  5.601645      5.472000    
  1977.4 0.9266091E-01 0.6612385E-01  5.755819      6.137000    
  1978.1 0.9326821E-01 0.6326666E-01  6.295634      6.408000    
  1978.2 0.8853182E-01 0.5999476E-01  6.930691      6.481000    
  1978.3 0.8640660E-01 0.6021465E-01  6.550162      7.315333    
  1978.4 0.8731023E-01 0.5883992E-01  5.881636      8.680333    
  1979.1 0.9004710E-01 0.5877879E-01  5.992302      9.357667    
  1979.2 0.8729764E-01 0.5714052E-01  6.394915      9.372333    
  1979.3 0.8648988E-01 0.5868435E-01  6.943607      9.631333    
  1979.4 0.8422550E-01 0.5940129E-01  8.815034      11.80367    
  1980.1 0.7917221E-01 0.6296949E-01  11.65375      13.45867    
  1980.2 0.7854733E-01 0.7323656E-01  15.10773      10.04933    
  1980.3 0.8553804E-01 0.7680771E-01  14.31800      9.235333    
  1980.4 0.8985413E-01 0.7398623E-01  12.84997      13.70967    
  1981.1 0.1023656     0.7426606E-01  9.840225      14.36900    
  1981.2 0.1088827     0.7398937E-01  11.91275      14.82900    
  1981.3 0.1076941     0.7417361E-01  11.54923      15.08733    
  1981.4 0.1079804     0.8241053E-01  10.26421      12.02267    
  1982.1 0.1082862     0.8843563E-01  12.37700      12.89500    
  1982.2 0.1064056     0.9425762E-01  11.95694      12.35900    
  1982.3 0.1093405     0.9942961E-01  10.91249      9.705333    
  1982.4 0.1098274     0.1067659      8.890890      7.935000    
  1983.1 0.1072810     0.1039701      7.753417      8.081333    
  1983.2 0.1057383     0.1010214      7.622550      8.420667    
  1983.3 0.9670577E-01 0.9360138E-01  7.637665      9.186667    
  1983.4 0.8974103E-01 0.8541760E-01  7.401898      8.793333    
  1984.1 0.8316907E-01 0.7871758E-01  7.857311      9.133333    
  1984.2 0.7632180E-01 0.7478733E-01  8.496236      9.843333    
  1984.3 0.6749722E-01 0.7451999E-01  9.935769      10.34333    
  1984.4 0.5793497E-01 0.7283015E-01  10.06386      8.973333    
  1985.1 0.5120207E-01 0.7279936E-01  9.957808      8.183333    
  1985.2 0.4976743E-01 0.7288834E-01  9.820834      7.523333    
  1985.3 0.4494813E-01 0.7210537E-01  9.634473      7.103333    
  1985.4 0.4308824E-01 0.7054201E-01  9.377559      7.146667    
  1986.1 0.4484846E-01 0.7015712E-01  8.543352      6.886667    
  1986.2 0.4463703E-01 0.7180384E-01  8.373400      6.130000    
  1986.3 0.3959825E-01 0.6991001E-01  8.865221      5.533333    
  1986.4 0.3435637E-01 0.6835172E-01  9.094860      5.340000    
  1987.1 0.3399923E-01 0.6620689E-01  8.814919      5.533333    
  1987.2 0.3555060E-01 0.6280795E-01  8.283858      5.733333    
  1987.3 0.3437653E-01 0.6014193E-01  8.001006      6.033333    
  1987.4 0.3195191E-01 0.5868976E-01  7.743444      6.003333    
  1988.1 0.3333546E-01 0.5727587E-01  7.635440      5.760000    
  1988.2 0.3520846E-01 0.5487146E-01  7.732535      6.230000    
  1988.3 0.3653293E-01 0.5492451E-01  7.819099      6.993333    
  1988.4 0.3666793E-01 0.5350265E-01  7.530777      7.703333    
  1989.1 0.3901608E-01 0.5215423E-01  7.379277      8.533333    
  1989.2 0.4064745E-01 0.5244464E-01  6.711477      8.440000    
  1989.3 0.4371054E-01 0.5277223E-01  5.869729      7.850000    
  1989.4 0.4702806E-01 0.5373561E-01  4.492695      7.633333    
  1990.1 0.4515654E-01 0.5300361E-01  4.182866      7.756667    
  1990.2 0.4341229E-01 0.5337414E-01  4.093507      7.766667    
  1990.3 0.4722012E-01 0.5687498E-01  4.283931      7.493333    
  1990.4 0.4835961E-01 0.6113686E-01  4.415386      7.023333    
  1991.1 0.5123379E-01 0.6574073E-01  4.171539      6.053333    
  1991.2 0.5611310E-01 0.6823443E-01  3.316736      5.593333    
  1991.3 0.6052079E-01 0.6853392E-01  2.554822      5.406667    
  1991.4 0.6194750E-01 0.7096660E-01  2.388466      4.583333    
  1992.1 0.6241598E-01 0.7379080E-01  3.599587      3.910000    
  1992.2 0.6399383E-01 0.7594573E-01  4.168879      3.723333    
  1992.3 0.6169010E-01 0.7626478E-01  4.042397      3.130000    
  1992.4 0.5847480E-01 0.7406133E-01  4.165216      3.076667    
  1993.1 0.5856480E-01 0.7149713E-01  4.613523      2.993333    
  1993.2 0.5760334E-01 0.7068857E-01  5.175206      2.983333    
  1993.3 0.5999371E-01 0.6799552E-01  5.207430      3.020000    
  1993.4 0.5931854E-01 0.6619143E-01  5.779262      3.080000    
  1994.1 0.6299193E-01 0.6555817E-01  5.640646      3.250000    
  1994.2 0.6832033E-01 0.6165512E-01  4.743940      4.036667    
  1994.3 0.6833992E-01 0.6001291E-01  4.959336      4.510000    
  1994.4 0.6920372E-01 0.5619378E-01  4.408457      5.283333    
  1995.1 0.6895254E-01 0.5477964E-01  3.269025      5.780000    
  1995.2 0.7015479E-01 0.5674622E-01  2.705080      5.623333    
  1995.3 0.7424699E-01 0.5658385E-01  2.498103      5.380000    
  1995.4 0.7563017E-01 0.5572015E-01  2.428091      5.270000    
  1996.1 0.7665887E-01 0.5545427E-01  1.607832      4.950000    
  1996.2 0.7722535E-01 0.5470120E-01  1.345566      5.040000    
  1996.3 0.7956903E-01 0.5259294E-01  1.220555      5.136667    
  1996.4 0.7772007E-01 0.5310254E-01  1.366909      4.970000    
  1997.1 0.7771323E-01 0.5223738E-01  1.667530      5.063333    
  1997.2 0.7882382E-01 0.4974959E-01  0.000000      5.073333    
  1997.3 0.6785308E-01 0.4858023E-01  0.000000      5.056667    
  1997.4 0.5372789E-01 0.4680572E-01  2.765179      5.086667    
  1998.1 0.3978734E-01 0.4637954E-01  4.193445      5.053333    
  1998.2 0.3251515E-01 0.4414228E-01  4.448668      4.976667    
  1998.3 0.2621765E-01 0.4528502E-01  4.676250      4.823333    
  1998.4 0.2395663E-01 0.4429607E-01  4.702879      4.253333    
  1999.1 0.2528454E-01 0.4284456E-01  5.255234      4.406667    
  1999.2 0.2832231E-01 0.4248440E-01  5.234043      4.453333    
  1999.3 0.3023246E-01 0.4243400E-01  4.849303      4.650000    
  1999.4 0.3511309E-01 0.4077788E-01  3.905811      5.043333    
  2000.1 0.3443907E-01 0.4048765E-01  3.971712      5.520000    
  2000.2 0.4122976E-01 0.3947782E-01  3.812505      5.713333    
  2000.3 0.5059151E-01 0.4030117E-01  2.423578      6.016667    
  2000.4 0.5610398E-01 0.3918419E-01  1.609973      6.016667    
  2001.1 0.5686578E-01 0.4230321E-01  2.105156      4.816667    
  2001.2 0.5772252E-01 0.4411448E-01  2.908657      3.660000    
  2001.3 0.5960067E-01 0.4819249E-01  3.240918      3.170000    
  2001.4 0.6188278E-01 0.5537421E-01  3.343957      1.906667    
  2002.1 0.6696752E-01 0.5705425E-01  3.005472      1.820000    
  2002.2 0.6564072E-01 0.5845793E-01  2.788158      1.716667    
  2002.3 0.6228897E-01 0.5732000E-01  3.586076      1.643333    
  2002.4 0.5828381E-01 0.5851777E-01  4.218571      1.333333    
  2003.1 0.5821617E-01 0.5873963E-01  4.858124      1.156667    
  2003.2 0.5772067E-01 0.6152488E-01  4.809966      1.043333    
  2003.3 0.5926695E-01 0.6107130E-01  4.070949     0.9300000    
  2003.4 0.6449529E-01 0.5820932E-01  3.204752     0.9166667    
  2004.1 0.7111936E-01 0.5687648E-01  1.586479     0.9166667    
  2004.2 0.7424772E-01 0.5595400E-01 0.1106528E-01  1.076667    
  2004.3 0.7274208E-01 0.5440757E-01  0.000000      1.486667    
  2004.4 0.7571393E-01 0.5396538E-01  0.000000      2.006667    
  2005.1 0.7456788E-01 0.5292068E-01 0.5893807      2.536667    
  2005.2 0.6726371E-01 0.5115378E-01  1.507031      2.863333    
  2005.3 0.6366996E-01 0.4975337E-01  2.308460      3.360000    
  2005.4 0.5737093E-01 0.4964352E-01  1.567729      3.826667    
  2006.1 0.5246318E-01 0.4731667E-01  1.382283      4.393333    
  2006.2 0.5160848E-01 0.4666969E-01  2.224535      4.703333    
  2006.3 0.5050831E-01 0.4655398E-01  2.854762      4.906667    
  2006.4 0.5121165E-01 0.4466963E-01  2.508036      4.903333    
  2007.1 0.5333994E-01 0.4536088E-01  1.946169      4.983333    
  2007.2 0.5675410E-01 0.4507805E-01  1.912089      4.736667    
  2007.3 0.6003381E-01 0.4670151E-01  1.298033      4.303333    
  2007.4 0.6092147E-01 0.4813029E-01  1.053100      3.390000    
  2008.1 0.6154641E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.6447636E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6600918E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.7091547E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8379281E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8715110E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8539546E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8855498E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8969862E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8919443E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9056763E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9282016E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9070193E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.8950558E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9269815E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9400390E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9470953E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9478192E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9463026E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1000808     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1043754     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1084279     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1115760     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1122720     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1128811     0.7353172E-01 0.8143158     0.2222305    
  2014.2 0.1183686     0.7371212E-01 0.8008680     0.2267692    
  2014.3 0.1238574     0.7344075E-01 0.5718202     0.2727381    
  2014.4 0.1258792     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1245315     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1232103     0.7041296E-01  0.000000     0.7056998    
  2015.3 0.1194656     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.1164974     0.6810526E-01  0.000000      1.011500    
  2016.1 0.1148249     0.6720077E-01  0.000000      1.148466    
  2016.2 0.1138634     0.6650839E-01  0.000000      1.268463    
  2016.3 0.1123161     0.6602361E-01  0.000000      1.370028    
  2016.4 0.1093821     0.6572500E-01  0.000000      1.454232    
  2017.1 0.1058764     0.6557762E-01 0.3561134E-02  1.523254    
  2017.2 0.1046635     0.6554472E-01 0.1035716      1.579320    
  2017.3 0.1039532     0.6559437E-01 0.1190684      1.624370    
  2017.4 0.1018020     0.6569973E-01 0.1959832      1.660170    
  2018.1 0.9820035E-01 0.6583532E-01 0.6272411      1.688692    
  2018.2 0.9638412E-01 0.6598118E-01 0.8419884      1.711782    
  2018.3 0.9403999E-01 0.6612472E-01 0.9760538      1.730742    
  2018.4 0.9053755E-01 0.6625905E-01  1.090606      1.746369    
  2019.1 0.8670087E-01 0.6637441E-01  1.845893      1.759767    
  2019.2 0.8783990E-01 0.6646188E-01  2.513347      1.772234    
  2019.3 0.8991928E-01 0.6651811E-01  2.955687      1.784603    
  2019.4 0.8983575E-01 0.6654506E-01  1.843750      1.797049    
  2020.1 0.8904569E-01 0.6654177E-01  1.089487      1.809908    
  2020.2 0.8828405E-01 0.6650849E-01  1.077807      1.823601    
  2020.3 0.8640799E-01 0.6644969E-01  1.210466      1.838160    
  2020.4 0.8364489E-01 0.6637212E-01  1.326202      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.457476722265E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     121 IER= 4 F=  0.433289219822E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.24530722136E-06  0.17117196256E-06  0.14837499044E-06

X VALUES

  0.42376836176E+00  0.10740291646E+01 -0.11320190538E+00

MEAN OF DEPENDENT VARIABLE   749999.233979376

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.423768362       0.033332249   12.71346
  2       1.100000000       1.074029165       0.077758495   13.81237
  3      -0.100000000      -0.113201905       0.076306365   -1.48352

SE of equation          =      0.014573835
Sum of squared residuals =  0.433289220E-01   0.917142501E-01
Sum of ABS residuals     =   1.03675352    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99995

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.262856982878E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     123 IER= 4 F=  0.176530580186E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.51015735604E-06 -0.15647624106E-06 -0.19301851230E-06

X VALUES

  0.67268314417E+00  0.10352473641E+01 -0.82194770569E-01

MEAN OF DEPENDENT VARIABLE   749999.242428227

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.672683144       0.022094365   30.44591
  2       1.100000000       1.035247364       0.069412561   14.91441
  3      -0.100000000      -0.082194771       0.065837761   -1.24844

SE of equation          =      0.009302397
Sum of squared residuals =  0.176530580E-01  -0.139143157E-01
Sum of ABS residuals     =  0.680005223    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99976

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.591503319709E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     106 IER= 4 F=  0.554552021166E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.11023784139E-05 -0.26122343957E-04 -0.26982120745E-04

X VALUES

  0.53231739487E+00  0.12002555918E+01 -0.23935045912E+00

MEAN OF DEPENDENT VARIABLE   749999.266721479

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.532317395       0.029246744   18.20091
  2       1.100000000       1.200255592       0.070271901   17.08016
  3      -0.100000000      -0.239350459       0.069026726   -3.46750

SE of equation          =      0.016994975
Sum of squared residuals =  0.554552021E-01   0.971693205E-01
Sum of ABS residuals     =   1.15251996    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94048

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.582303664628E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.507393169822E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.50867128017E-05 -0.24840568158E-06 -0.77254907209E-06

X VALUES

  0.48543929332E+00  0.13240428360E+01 -0.34837635414E+00

MEAN OF DEPENDENT VARIABLE   749999.245733663

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.485439293       0.010869410   44.66105
  2       1.100000000       1.324042836       0.066377301   19.94722
  3      -0.100000000      -0.348376354       0.064968357   -5.36225

SE of equation          =      0.015770927
Sum of squared residuals =  0.507393170E-01  -0.328525626    
Sum of ABS residuals     =   1.34514902    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96426

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.443322769921E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     109 IER= 3 F=  0.443209052331E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.38602090359E-07 -0.17226384641E-06 -0.15995049022E-06

X VALUES

  0.53103750953E+00  0.12209215931E+01 -0.26164950842E+00

MEAN OF DEPENDENT VARIABLE   749999.279716349

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.531037510       0.474064672    1.12018
  2       1.100000000       1.220921593       2.448512110    0.49864
  3      -0.100000000      -0.261649508       2.322774646   -0.11265

SE of equation          =      0.466110866
Sum of squared residuals =   44.3209052        7.57072280    
Sum of ABS residuals     =   8.71600957    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96432

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.429403977852E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 3 F=  0.427844393135E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.21409840053E-08 -0.10839705019E-07 -0.40625786477E-08

X VALUES

  0.41692012158E+00  0.94883634584E+00 -0.47004224852E-01

MEAN OF DEPENDENT VARIABLE   749999.234308046

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.416920122       0.210008747    1.98525
  2       1.100000000       0.948836346       0.342796177    2.76793
  3      -0.100000000      -0.047004225       0.334220391   -0.14064

SE of equation          =      0.144819765
Sum of squared residuals =   4.27844393        2.85807218    
Sum of ABS residuals     =   5.37833583    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93854

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.572541521263E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      79 IER= 4 F=  0.533508569103E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.38646579777E-04 -0.19443356863E-03 -0.18519961909E-03

X VALUES

  0.73872745299E+00  0.12396645082E+01 -0.25544653091E+00

MEAN OF DEPENDENT VARIABLE   749999.386633790

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.738727453       0.085672925    8.62265
  2       1.100000000       1.239664508       0.079181295   15.65603
  3      -0.100000000      -0.255446531       0.078852108   -3.23957

SE of equation          =      0.057035963
Sum of squared residuals =  0.533508569       0.886026610    
Sum of ABS residuals     =   4.30107636    
R squared                =    1.00000
Durbin-Watson statistic  =    1.88769

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.280074462069E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     117 IER= 4 F=  0.222962686496E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.32827537015E-03 -0.89109683126E-05 -0.70781504444E-05

X VALUES

  0.65526012735E+00  0.65069477817E+00 -0.35235871920E+00

MEAN OF DEPENDENT VARIABLE   749999.274631092

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.655260127       0.020747436   31.58270
  2       1.100000000       0.650694778       0.111276397    5.84755
  3      -0.100000000      -0.352358719       0.110291731   -3.19479

SE of equation          =      0.033059860
Sum of squared residuals =  0.222962686        1.32499368    
Sum of ABS residuals     =   2.90775991    
R squared                =    1.00000
Durbin-Watson statistic  =    1.48042

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.640578105002E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.576566646055E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.96212932578E-07 -0.21517959375E-06 -0.39432437903E-06

X VALUES

  0.77001249733E+00  0.92414697437E+00 -0.55627183258E-01

MEAN OF DEPENDENT VARIABLE   749999.286127909

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.770012497       0.126054289    6.10858
  2       1.100000000       0.924146974       0.080451201   11.48705
  3      -0.100000000      -0.055627183       0.080840104   -0.68811

SE of equation          =      0.059292919
Sum of squared residuals =  0.576566646        1.42265006    
Sum of ABS residuals     =   3.67558435    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93405

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.352185843494E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.271620881792E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.33712436399E-06  0.35188874742E-05  0.28354483337E-05

X VALUES

  0.35292375593E-01  0.82575177005E+00  0.45318600779E-01

MEAN OF DEPENDENT VARIABLE   749999.259738215

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.035292376       0.088051520    0.40082
  2       1.100000000       0.825751770       0.084947789    9.72070
  3      -0.100000000       0.045318601       0.085445737    0.53038

SE of equation          =      0.041727203
Sum of squared residuals =  0.271620882       0.848173772    
Sum of ABS residuals     =   2.84278445    
R squared                =    1.00000
Durbin-Watson statistic  =    1.73566

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.551021722839E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      90 IER= 4 F=  0.382091843273E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.14742125492E-05  0.50726381111E-06 -0.62667846891E-06

X VALUES

  0.64566671940E+00  0.11671007287E+01 -0.58184781808E+00

MEAN OF DEPENDENT VARIABLE   749999.264928714

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.645666719       0.055205247   11.69575
  2       1.100000000       1.167100729       0.077384087   15.08192
  3      -0.100000000      -0.581847818       0.075097354   -7.74791

SE of equation          =      0.043278161
Sum of squared residuals =  0.382091843        1.27124399    
Sum of ABS residuals     =   4.39637179    
R squared                =    1.00000
Durbin-Watson statistic  =    1.77950

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.772298336141E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.700769248605E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.31930154301E-11 -0.34455612001E-11

X VALUES

  0.69540724055E+00  0.18124781859E+00

MEAN OF DEPENDENT VARIABLE   749999.254016756

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.695407241       0.133572529    5.20621
  2      -0.100000000       0.181247819       0.127511287    1.42143

SE of equation          =      0.024578678
Sum of squared residuals =  0.700769249E-01   0.547313812    
Sum of ABS residuals     =   1.38245432    
R squared                =    1.00000
Durbin-Watson statistic  =    1.58473

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.288396977431E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.254372317279E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.63328492583E-11 -0.66170691941E-11

X VALUES

  0.14463221182E+01 -0.50334505748E+00

MEAN OF DEPENDENT VARIABLE   749999.257417703

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.446322118       0.089980540   16.07372
  2      -0.100000000      -0.503345057       0.088465607   -5.68973

SE of equation          =      0.035311799
Sum of squared residuals =  0.254372317        1.66593597    
Sum of ABS residuals     =   3.02327759    
R squared                =    1.00000
Durbin-Watson statistic  =    1.61056

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4741120E-01 0.5234225E-01 0.5945543      1.083667    
  1954.2 0.4992914E-01 0.5783462E-01 0.6149023     0.8143333    
  1954.3 0.5127482E-01 0.5970489E-01  1.239443     0.8696667    
  1954.4 0.5430002E-01 0.5361334E-01  1.257250      1.036333    
  1955.1 0.5279386E-01 0.4710636E-01  1.648459      1.256333    
  1955.2 0.5083304E-01 0.4380454E-01  2.295766      1.614333    
  1955.3 0.4347705E-01 0.4109694E-01  3.084303      1.861333    
  1955.4 0.3471356E-01 0.4208878E-01  4.089048      2.349333    
  1956.1 0.2937438E-01 0.4031458E-01  5.102635      2.379333    
  1956.2 0.2186569E-01 0.4190614E-01  5.925320      2.596667    
  1956.3 0.1596783E-01 0.4128671E-01  6.611324      2.596667    
  1956.4 0.1094131E-01 0.4100540E-01  7.377575      3.063667    
  1957.1 0.4304143E-02 0.3946671E-01  7.876600      3.171667    
  1957.2 0.3570623E-02 0.4062513E-01  8.673037      3.157000    
  1957.3 0.4476558E-02 0.4207225E-01  9.585809      3.382333    
  1957.4 0.9296011E-02 0.4923487E-01  10.01004      3.343333    
  1958.1 0.1328809E-01 0.6275076E-01  9.794955      1.838000    
  1958.2 0.1857251E-01 0.7359928E-01  9.718437      1.017667    
  1958.3 0.2510815E-01 0.7309055E-01  9.313423      1.710667    
  1958.4 0.2605165E-01 0.6352766E-01  9.619701      2.787667    
  1959.1 0.3549349E-01 0.5798631E-01  9.448950      2.800333    
  1959.2 0.4530097E-01 0.5104500E-01  7.872444      3.019333    
  1959.3 0.6826727E-01 0.5287044E-01  4.339916      3.533000    
  1959.4 0.8690426E-01 0.5592834E-01  2.127020      4.299333    
  1960.1 0.9159616E-01 0.5159512E-01  1.987925      3.943000    
  1960.2 0.9148455E-01 0.5225835E-01  2.203334      3.092333    
  1960.3 0.8759339E-01 0.5549938E-01  2.191814      2.390333    
  1960.4 0.8001945E-01 0.6251647E-01  2.379863      2.360667    
  1961.1 0.7446133E-01 0.6773354E-01  2.436823      2.376667    
  1961.2 0.6699334E-01 0.6971717E-01  2.815045      2.324667    
  1961.3 0.5642332E-01 0.6749309E-01  3.613979      2.324667    
  1961.4 0.4772794E-01 0.6171891E-01  4.128023      2.475000    
  1962.1 0.4271540E-01 0.5614436E-01  4.379785      2.739000    
  1962.2 0.3587089E-01 0.5482584E-01  5.487834      2.716000    
  1962.3 0.3163261E-01 0.5539051E-01  6.471064      2.858000    
  1962.4 0.2733836E-01 0.5505923E-01  7.553343      2.803333    
  1963.1 0.3243939E-01 0.5779253E-01  6.198942      2.909000    
  1963.2 0.4031178E-01 0.5680856E-01  3.935106      2.941333    
  1963.3 0.4810080E-01 0.5493742E-01  2.933617      3.280667    
  1963.4 0.5692983E-01 0.5572673E-01  1.758417      3.499333    
  1964.1 0.6141460E-01 0.5457706E-01  1.503812      3.538000    
  1964.2 0.6138890E-01 0.5220257E-01  2.444205      3.481333    
  1964.3 0.6057697E-01 0.4989598E-01  3.183335      3.504000    
  1964.4 0.5535639E-01 0.4953597E-01  4.352551      3.685000    
  1965.1 0.5848717E-01 0.4871666E-01  4.399316      3.899667    
  1965.2 0.6368225E-01 0.4655354E-01  3.607965      3.879000    
  1965.3 0.6494013E-01 0.4351989E-01  3.253417      3.859667    
  1965.4 0.6538341E-01 0.4102298E-01  3.562330      4.158667    
  1966.1 0.6262553E-01 0.3848268E-01  4.473985      4.630667    
  1966.2 0.6006233E-01 0.3807639E-01  4.802705      4.597333    
  1966.3 0.5346735E-01 0.3750700E-01  5.113080      5.047667    
  1966.4 0.4411293E-01 0.3683286E-01  6.018652      5.246000    
  1967.1 0.3441149E-01 0.3809930E-01  6.776757      4.533667    
  1967.2 0.2725268E-01 0.3806934E-01  7.321244      3.657333    
  1967.3 0.2500960E-01 0.3784696E-01  7.432309      4.344667    
  1967.4 0.2386664E-01 0.3915978E-01  7.884982      4.787333    
  1968.1 0.1801868E-01 0.3728355E-01  9.175912      5.064667    
  1968.2 0.1383163E-01 0.3537721E-01  10.54166      5.510000    
  1968.3 0.2088341E-01 0.3510557E-01  11.01760      5.226333    
  1968.4 0.2541174E-01 0.3392130E-01  9.896482      5.580667    
  1969.1 0.3095332E-01 0.3376971E-01  8.522052      6.137667    
  1969.2 0.3915124E-01 0.3424592E-01  7.626815      6.240000    
  1969.3 0.5080663E-01 0.3590757E-01  6.834151      7.046667    
  1969.4 0.5851962E-01 0.3581941E-01  6.428619      7.317667    
  1970.1 0.5968843E-01 0.4159508E-01  5.761801      7.262667    
  1970.2 0.5896351E-01 0.4746577E-01  5.147860      6.752333    
  1970.3 0.5927935E-01 0.5169088E-01  5.467448      6.374667    
  1970.4 0.5383208E-01 0.5802797E-01  6.352259      5.358333    
  1971.1 0.5157590E-01 0.5914467E-01  6.070285      3.863333    
  1971.2 0.4578947E-01 0.5907857E-01  6.712260      4.206000    
  1971.3 0.4085962E-01 0.5983336E-01  7.823288      5.050333    
  1971.4 0.4431977E-01 0.5954344E-01  5.830369      4.234333    
  1972.1 0.4723599E-01 0.5768041E-01  5.235477      3.435333    
  1972.2 0.5361763E-01 0.5658509E-01  6.134807      3.748333    
  1972.3 0.5772945E-01 0.5584112E-01  7.817993      4.241333    
  1972.4 0.6045327E-01 0.5304486E-01  6.509138      4.851333    
  1973.1 0.6306954E-01 0.4950510E-01  5.390924      5.639667    
  1973.2 0.6356771E-01 0.4889844E-01  5.501224      6.608333    
  1973.3 0.6597806E-01 0.4793204E-01  6.943651      8.388333    
  1973.4 0.6488759E-01 0.4769321E-01  8.693371      7.461667    
  1974.1 0.6425772E-01 0.5085049E-01  9.484345      7.600333    
  1974.2 0.6617128E-01 0.5161500E-01  8.875036      8.268000    
  1974.3 0.6797630E-01 0.5583721E-01  8.530677      8.286333    
  1974.4 0.7078932E-01 0.6556479E-01  8.506815      7.336000    
  1975.1 0.7310250E-01 0.8217515E-01  8.831013      5.873333    
  1975.2 0.7579345E-01 0.8828988E-01  8.248632      5.400667    
  1975.3 0.7770276E-01 0.8467753E-01  7.159276      6.336667    
  1975.4 0.8348573E-01 0.8259670E-01  6.368041      5.684333    
  1976.1 0.8373030E-01 0.7723461E-01  5.938866      4.953333    
  1976.2 0.8644505E-01 0.7526804E-01  5.709813      5.168667    
  1976.3 0.8377456E-01 0.7700112E-01  5.525462      5.168667    
  1976.4 0.8010071E-01 0.7733424E-01  5.286004      4.698000    
  1977.1 0.7698709E-01 0.7493048E-01  5.689180      4.624000    
  1977.2 0.7465982E-01 0.7104693E-01  6.440260      4.828667    
  1977.3 0.7170622E-01 0.6864221E-01  6.798326      5.472000    
  1977.4 0.6977227E-01 0.6612385E-01  6.946572      6.137000    
  1978.1 0.6888885E-01 0.6326666E-01  6.690298      6.408000    
  1978.2 0.6625500E-01 0.5999476E-01  7.330930      6.481000    
  1978.3 0.6515476E-01 0.6021465E-01  8.072422      7.315333    
  1978.4 0.6399240E-01 0.5883992E-01  8.792208      8.680333    
  1979.1 0.6088475E-01 0.5877879E-01  8.711644      9.357667    
  1979.2 0.6108386E-01 0.5714052E-01  8.510988      9.372333    
  1979.3 0.5836001E-01 0.5868435E-01  8.740934      9.631333    
  1979.4 0.5836485E-01 0.5940129E-01  10.12872      11.80367    
  1980.1 0.5669249E-01 0.6296949E-01  9.805621      13.45867    
  1980.2 0.5676780E-01 0.7323656E-01  9.720006      10.04933    
  1980.3 0.5794910E-01 0.7680771E-01  11.54418      9.235333    
  1980.4 0.5737980E-01 0.7398623E-01  14.01993      13.70967    
  1981.1 0.5804113E-01 0.7426606E-01  12.19476      14.36900    
  1981.2 0.6709711E-01 0.7398937E-01  12.08909      14.82900    
  1981.3 0.7394049E-01 0.7417361E-01  9.801123      15.08733    
  1981.4 0.8032599E-01 0.8241053E-01  7.973281      12.02267    
  1982.1 0.8091645E-01 0.8843563E-01  12.87127      12.89500    
  1982.2 0.8166320E-01 0.9425762E-01  14.28041      12.35900    
  1982.3 0.8182674E-01 0.9942961E-01  11.25221      9.705333    
  1982.4 0.7945871E-01 0.1067659      9.604997      7.935000    
  1983.1 0.7824562E-01 0.1039701      9.762206      8.081333    
  1983.2 0.7119008E-01 0.1010214      11.10506      8.420667    
  1983.3 0.6519968E-01 0.9360138E-01  11.82703      9.186667    
  1983.4 0.6033850E-01 0.8541760E-01  12.18850      8.793333    
  1984.1 0.6585617E-01 0.7871758E-01  11.14711      9.133333    
  1984.2 0.7007010E-01 0.7478733E-01  9.712574      9.843333    
  1984.3 0.7221521E-01 0.7451999E-01  8.833754      10.34333    
  1984.4 0.7333972E-01 0.7283015E-01  7.938219      8.973333    
  1985.1 0.7413281E-01 0.7279936E-01  7.470461      8.183333    
  1985.2 0.7322781E-01 0.7288834E-01  7.403802      7.523333    
  1985.3 0.6891658E-01 0.7210537E-01  7.483769      7.103333    
  1985.4 0.6760150E-01 0.7054201E-01  7.052292      7.146667    
  1986.1 0.6678755E-01 0.7015712E-01  6.924596      6.886667    
  1986.2 0.5826314E-01 0.7180384E-01  7.696061      6.130000    
  1986.3 0.5205393E-01 0.6991001E-01  9.046563      5.533333    
  1986.4 0.4209846E-01 0.6835172E-01  8.747818      5.340000    
  1987.1 0.3788472E-01 0.6620689E-01  8.925579      5.533333    
  1987.2 0.4153014E-01 0.6280795E-01  8.353180      5.733333    
  1987.3 0.4370793E-01 0.6014193E-01  7.467740      6.033333    
  1987.4 0.4693044E-01 0.5868976E-01  6.764047      6.003333    
  1988.1 0.4797525E-01 0.5727587E-01  7.114439      5.760000    
  1988.2 0.4932412E-01 0.5487146E-01  7.319594      6.230000    
  1988.3 0.4967898E-01 0.5492451E-01  7.319699      6.993333    
  1988.4 0.4601649E-01 0.5350265E-01  7.137496      7.703333    
  1989.1 0.4623328E-01 0.5215423E-01  7.484929      8.533333    
  1989.2 0.4690819E-01 0.5244464E-01  8.000289      8.440000    
  1989.3 0.4436065E-01 0.5277223E-01  9.210024      7.850000    
  1989.4 0.4170311E-01 0.5373561E-01  7.873551      7.633333    
  1990.1 0.3772984E-01 0.5300361E-01  7.613372      7.756667    
  1990.2 0.3769530E-01 0.5337414E-01  7.909578      7.766667    
  1990.3 0.4193500E-01 0.5687498E-01  8.102019      7.493333    
  1990.4 0.4762423E-01 0.6113686E-01  7.981884      7.023333    
  1991.1 0.5349254E-01 0.6574073E-01  8.026032      6.053333    
  1991.2 0.5651465E-01 0.6823443E-01  7.840291      5.593333    
  1991.3 0.6114030E-01 0.6853392E-01  6.595225      5.406667    
  1991.4 0.6969202E-01 0.7096660E-01  5.110339      4.583333    
  1992.1 0.7595940E-01 0.7379080E-01  4.620748      3.910000    
  1992.2 0.8139327E-01 0.7594573E-01  4.350547      3.723333    
  1992.3 0.8048743E-01 0.7626478E-01  4.859795      3.130000    
  1992.4 0.7816709E-01 0.7406133E-01  4.415862      3.076667    
  1993.1 0.7734139E-01 0.7149713E-01  3.015273      2.993333    
  1993.2 0.7659236E-01 0.7068857E-01  1.375054      2.983333    
  1993.3 0.7806668E-01 0.6799552E-01 0.6295282      3.020000    
  1993.4 0.8246213E-01 0.6619143E-01  0.000000      3.080000    
  1994.1 0.7985759E-01 0.6555817E-01  0.000000      3.250000    
  1994.2 0.7768212E-01 0.6165512E-01 0.7432362E-01  4.036667    
  1994.3 0.7765240E-01 0.6001291E-01  0.000000      4.510000    
  1994.4 0.7655575E-01 0.5619378E-01  0.000000      5.283333    
  1995.1 0.7920276E-01 0.5477964E-01  0.000000      5.780000    
  1995.2 0.7349135E-01 0.5674622E-01 0.6357835      5.623333    
  1995.3 0.6142019E-01 0.5658385E-01  1.792330      5.380000    
  1995.4 0.5619010E-01 0.5572015E-01  1.331236      5.270000    
  1996.1 0.5045711E-01 0.5545427E-01  1.639680      4.950000    
  1996.2 0.5020865E-01 0.5470120E-01  2.288382      5.040000    
  1996.3 0.4846072E-01 0.5259294E-01  3.332959      5.136667    
  1996.4 0.4768739E-01 0.5310254E-01  2.951495      4.970000    
  1997.1 0.4863911E-01 0.5223738E-01  3.379037      5.063333    
  1997.2 0.5017225E-01 0.4974959E-01  3.425094      5.073333    
  1997.3 0.5150789E-01 0.4858023E-01  3.268862      5.056667    
  1997.4 0.5396757E-01 0.4680572E-01  3.111204      5.086667    
  1998.1 0.5707001E-01 0.4637954E-01  2.977396      5.053333    
  1998.2 0.6005989E-01 0.4414228E-01  2.122594      4.976667    
  1998.3 0.6137978E-01 0.4528502E-01  1.736867      4.823333    
  1998.4 0.6000064E-01 0.4429607E-01  1.958539      4.253333    
  1999.1 0.6048903E-01 0.4284456E-01  3.684776      4.406667    
  1999.2 0.6605230E-01 0.4248440E-01  1.932222      4.453333    
  1999.3 0.6007483E-01 0.4243400E-01 0.7120898      4.650000    
  1999.4 0.5086418E-01 0.4077788E-01  2.990815      5.043333    
  2000.1 0.4542702E-01 0.4048765E-01  5.256339      5.520000    
  2000.2 0.3953428E-01 0.3947782E-01  5.940995      5.713333    
  2000.3 0.3275497E-01 0.4030117E-01  6.111711      6.016667    
  2000.4 0.3525486E-01 0.3918419E-01  5.028434      6.016667    
  2001.1 0.3724269E-01 0.4230321E-01  3.974774      4.816667    
  2001.2 0.3983582E-01 0.4411448E-01  3.266105      3.660000    
  2001.3 0.4543287E-01 0.4819249E-01  2.899428      3.170000    
  2001.4 0.5419005E-01 0.5537421E-01  1.522373      1.906667    
  2002.1 0.5606452E-01 0.5705425E-01  2.022193      1.820000    
  2002.2 0.6271027E-01 0.5845793E-01 0.3243589      1.716667    
  2002.3 0.5601248E-01 0.5732000E-01  0.000000      1.643333    
  2002.4 0.4729796E-01 0.5851777E-01  2.846323      1.333333    
  2003.1 0.4163039E-01 0.5873963E-01  4.531727      1.156667    
  2003.2 0.4093801E-01 0.6152488E-01  4.461650      1.043333    
  2003.3 0.4110554E-01 0.6107130E-01  4.357723     0.9300000    
  2003.4 0.4259479E-01 0.5820932E-01  4.510800     0.9166667    
  2004.1 0.4453493E-01 0.5687648E-01  5.371824     0.9166667    
  2004.2 0.4648719E-01 0.5595400E-01  5.232174      1.076667    
  2004.3 0.4546989E-01 0.5440757E-01  4.082738      1.486667    
  2004.4 0.5366389E-01 0.5396538E-01  3.353797      2.006667    
  2005.1 0.6414997E-01 0.5292068E-01  2.752276      2.536667    
  2005.2 0.6463305E-01 0.5115378E-01  2.912227      2.863333    
  2005.3 0.6319807E-01 0.4975337E-01  3.810906      3.360000    
  2005.4 0.6152356E-01 0.4964352E-01  3.844168      3.826667    
  2006.1 0.6432109E-01 0.4731667E-01  3.265381      4.393333    
  2006.2 0.6807525E-01 0.4666969E-01  2.382344      4.703333    
  2006.3 0.7118737E-01 0.4655398E-01  2.102759      4.906667    
  2006.4 0.7114423E-01 0.4466963E-01  2.207774      4.903333    
  2007.1 0.7505969E-01 0.4536088E-01  2.007709      4.983333    
  2007.2 0.7889524E-01 0.4507805E-01  1.360128      4.736667    
  2007.3 0.8023856E-01 0.4670151E-01 0.7386719      4.303333    
  2007.4 0.8174924E-01 0.4813029E-01 0.1385038E-01  3.390000    
  2008.1 0.8333173E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.8471681E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.8577526E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.9222054E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.1020545     0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.1112513     0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.1232079     0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.1289511     0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1312306     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1296691     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1305492     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1292413     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1224196     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1200909     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1175135     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1115823     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1061263     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1029540     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9898198E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9614729E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9853468E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1010047     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1031205     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1011111     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1042809     0.7353172E-01  0.000000     0.2222305    
  2014.2 0.1062811     0.7371212E-01  0.000000     0.2267692    
  2014.3 0.1074761     0.7344075E-01  0.000000     0.2727381    
  2014.4 0.1070775     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1069455     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1092722     0.7041296E-01  0.000000     0.7056998    
  2015.3 0.1056677     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.1028883     0.6810526E-01  0.000000      1.011500    
  2016.1 0.1003828     0.6720077E-01 0.4146172      1.148466    
  2016.2 0.9390722E-01 0.6650839E-01  1.038089      1.268463    
  2016.3 0.9183894E-01 0.6602361E-01  1.499593      1.370028    
  2016.4 0.8699157E-01 0.6572500E-01 0.5712022      1.454232    
  2017.1 0.8839338E-01 0.6557762E-01 0.9177958E-01  1.523254    
  2017.2 0.8639757E-01 0.6554472E-01 0.6123626      1.579320    
  2017.3 0.8348999E-01 0.6559437E-01  1.806750      1.624370    
  2017.4 0.8222490E-01 0.6569973E-01  1.910929      1.660170    
  2018.1 0.8063288E-01 0.6583532E-01  1.088876      1.688692    
  2018.2 0.7983388E-01 0.6598118E-01  1.015483      1.711782    
  2018.3 0.7779649E-01 0.6612472E-01  1.534026      1.730742    
  2018.4 0.7852692E-01 0.6625905E-01  1.695065      1.746369    
  2019.1 0.7687816E-01 0.6637441E-01  1.328839      1.759767    
  2019.2 0.7596998E-01 0.6646188E-01  1.225864      1.772234    
  2019.3 0.7433826E-01 0.6651811E-01  1.429689      1.784603    
  2019.4 0.7626851E-01 0.6654506E-01 0.9641177      1.797049    
  2020.1 0.7711910E-01 0.6654177E-01  1.051317      1.809908    
  2020.2 0.7445853E-01 0.6650849E-01  1.535500      1.823601    
  2020.3 0.7498896E-01 0.6644969E-01  1.997308      1.838160    
  2020.4 0.7169447E-01 0.6637212E-01  1.064976      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.205983653221E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     132 IER= 1 F=  0.185319734371E-01
IER =  1 NO IMPROVEMENT FOR ANY VALUE OF LAMDA TRIED

GRADIENT VALUES

 -0.33555464596E-08  0.73915936666E-09  0.61714624204E-09

X VALUES

  0.46026531789E+00  0.11944246474E+01 -0.24125775351E+00

MEAN OF DEPENDENT VARIABLE   749999.230144915

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.460265318       0.016908893   27.22031
  2       1.100000000       1.194424647       0.068935925   17.32659
  3      -0.100000000      -0.241257754       0.067270235   -3.58640

SE of equation          =      0.009531160
Sum of squared residuals =  0.185319734E-01   0.116049036    
Sum of ABS residuals     =  0.664368075    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99671

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.186482169416E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     121 IER= 4 F=  0.121114113569E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.30927604950E-05 -0.23034221644E-06 -0.70484199470E-06

X VALUES

  0.62259603566E+00  0.11916551218E+01 -0.22865597784E+00

MEAN OF DEPENDENT VARIABLE   749999.239988349

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.622596036       0.016278532   38.24645
  2       1.100000000       1.191655122       0.066948340   17.79962
  3      -0.100000000      -0.228655978       0.063589131   -3.59583

SE of equation          =      0.007705171
Sum of squared residuals =  0.121114114E-01   0.264245703E-01
Sum of ABS residuals     =  0.595242216    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99324

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.448297812486E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.418114470222E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.22814556123E-07 -0.19435271208E-06 -0.24348442758E-06

X VALUES

  0.50508160906E+00  0.10440180834E+01 -0.10449490914E+00

MEAN OF DEPENDENT VARIABLE   749999.264800238

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.505081609       0.023651382   21.35527
  2       1.100000000       1.044018083       0.073701341   14.16552
  3      -0.100000000      -0.104494909       0.071216297   -1.46729

SE of equation          =      0.014756963
Sum of squared residuals =  0.418114470E-01   0.112166139    
Sum of ABS residuals     =  0.999178575    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99789

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.563137460714E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.526245482902E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.75404766262E-08 -0.30537981561E-06 -0.39092196859E-06

X VALUES

  0.48583915098E+00  0.11199663385E+01 -0.14705602901E+00

MEAN OF DEPENDENT VARIABLE   749999.272045404

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.485839151       0.015619301   31.10505
  2       1.100000000       1.119966338       0.069758629   16.05488
  3      -0.100000000      -0.147056029       0.068066079   -2.16049

SE of equation          =      0.016061241
Sum of squared residuals =  0.526245483E-01  -0.863878741E-01
Sum of ABS residuals     =   1.46050674    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97239

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.226279177856E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.226117056448E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.55636665579E-06 -0.79230641698E-05 -0.10083583345E-04

X VALUES

  0.55183929158E+00  0.11842028400E+01 -0.23006958165E+00

MEAN OF DEPENDENT VARIABLE   749999.268699151

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.551839292       0.230531297    2.39377
  2       1.100000000       1.184202840       1.636415007    0.72366
  3      -0.100000000      -0.230069582       1.545732298   -0.14884

SE of equation          =      0.332928963
Sum of squared residuals =   22.6117056        5.37864325    
Sum of ABS residuals     =   6.71723884    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95817

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.347815592220E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      80 IER= 4 F=  0.344719791541E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.24820845289E-06  0.10907723744E-06 -0.66320788195E-06

X VALUES

  0.52134033591E+00  0.86660117648E+00 -0.25728171206E-01

MEAN OF DEPENDENT VARIABLE   749999.227333959

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.521340336       0.238775226    2.18339
  2       1.100000000       0.866601176       0.259921114    3.33409
  3      -0.100000000      -0.025728171       0.256869064   -0.10016

SE of equation          =      0.129992419
Sum of squared residuals =   3.44719792        2.51310485    
Sum of ABS residuals     =   5.47630635    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95490

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.720729634198E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     108 IER= 4 F=  0.598635478684E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.35538072362E-07  0.17843356490E-06  0.19669064809E-06

X VALUES

  0.91923270458E+00  0.10181798100E+01 -0.26890478723E-01

MEAN OF DEPENDENT VARIABLE   749999.469408563

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.919232705       0.070559666   13.02774
  2       1.100000000       1.018179810       0.083133509   12.24753
  3      -0.100000000      -0.026890479       0.082960918   -0.32413

SE of equation          =      0.060417020
Sum of squared residuals =  0.598635479       0.990639708    
Sum of ABS residuals     =   4.45272570    
R squared                =    1.00000
Durbin-Watson statistic  =    1.80201

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.382432414047E+00

TERMINATION. ITERS=    8 FUNCTION EVALS=     127 IER= 4 F=  0.325724154447E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.14738612627E-05  0.11270760107E-05 -0.49831929462E-06

X VALUES

  0.50955001748E+00  0.61364896117E+00 -0.13413868537E+00

MEAN OF DEPENDENT VARIABLE   749999.282506518

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.509550017       0.031153135   16.35630
  2       1.100000000       0.613648961       0.110735266    5.54159
  3      -0.100000000      -0.134138685       0.106126271   -1.26395

SE of equation          =      0.039958566
Sum of squared residuals =  0.325724154        1.73782731    
Sum of ABS residuals     =   3.62803194    
R squared                =    1.00000
Durbin-Watson statistic  =    1.59157

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.623718278150E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      78 IER= 4 F=  0.506012424978E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.33343222634E-04 -0.69204622742E-04 -0.51402333020E-04

X VALUES

  0.79108631796E+00  0.68749791796E+00  0.11185242126E+00

MEAN OF DEPENDENT VARIABLE   749999.240707802

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.791086318       0.099612280    7.94165
  2       1.100000000       0.687497918       0.081771999    8.40750
  3      -0.100000000       0.111852421       0.080799290    1.38432

SE of equation          =      0.055546752
Sum of squared residuals =  0.506012425      -0.291776744    
Sum of ABS residuals     =   3.53131766    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92949

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.503613559995E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.426378152446E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.85799451739E-06  0.28192518901E-05  0.26787899695E-05

X VALUES

  0.57132341147E-01  0.94324058819E+00  0.44961458398E-01

MEAN OF DEPENDENT VARIABLE   749999.226911214

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.057132341       0.098389739    0.58067
  2       1.100000000       0.943240588       0.113540184    8.30755
  3      -0.100000000       0.044961458       0.118254771    0.38021

SE of equation          =      0.052279951
Sum of squared residuals =  0.426378152       0.758100344    
Sum of ABS residuals     =   3.02307634    
R squared                =    1.00000
Durbin-Watson statistic  =    1.80509

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.570504003622E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.501590272845E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.60840698228E-06  0.63889584308E-05  0.63366384429E-05

X VALUES

  0.48269308346E+00  0.92409817575E+00 -0.31123444485E+00

MEAN OF DEPENDENT VARIABLE   749999.274419119

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.482693083       0.054292426    8.89062
  2       1.100000000       0.924098176       0.098354670    9.39557
  3      -0.100000000      -0.311234445       0.095597341   -3.25568

SE of equation          =      0.049586045
Sum of squared residuals =  0.501590273        1.65181607    
Sum of ABS residuals     =   4.58943814    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72737

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.546788723597E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.534798562880E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.23994685577E-10 -0.24162129870E-10

X VALUES

  0.12507234587E+01 -0.30871909831E+00

MEAN OF DEPENDENT VARIABLE   749999.263088809

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.250723459       0.180572867    6.92642
  2      -0.100000000      -0.308719098       0.179752230   -1.71747

SE of equation          =      0.021471685
Sum of squared residuals =  0.534798563E-01   0.821699223    
Sum of ABS residuals     =   1.03762024    
R squared                =    1.00000
Durbin-Watson statistic  =    1.35172

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.315810772730E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.305108769847E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.44369610828E-11  0.19986329284E-10

X VALUES

  0.93833059714E+00  0.13887280261E-01

MEAN OF DEPENDENT VARIABLE   749999.291748654

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.938330597       0.086360843   10.86523
  2      -0.100000000       0.013887280       0.084962497    0.16345

SE of equation          =      0.038673392
Sum of squared residuals =  0.305108770        1.56647096    
Sum of ABS residuals     =   3.55531409    
R squared                =    1.00000
Durbin-Watson statistic  =    1.79618

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5110035E-01 0.5234225E-01 0.5386790      1.083667    
  1954.2 0.5697191E-01 0.5783462E-01 0.1591403     0.8143333    
  1954.3 0.5806716E-01 0.5970489E-01 0.4916483     0.8696667    
  1954.4 0.5894107E-01 0.5361334E-01 0.3780005      1.036333    
  1955.1 0.5744587E-01 0.4710636E-01  0.000000      1.256333    
  1955.2 0.5512982E-01 0.4380454E-01 0.3994272      1.614333    
  1955.3 0.4658848E-01 0.4109694E-01  1.140061      1.861333    
  1955.4 0.3657425E-01 0.4208878E-01  1.993485      2.349333    
  1956.1 0.2808984E-01 0.4031458E-01  2.724836      2.379333    
  1956.2 0.1718893E-01 0.4190614E-01  4.175020      2.596667    
  1956.3 0.7074921E-02 0.4128671E-01  5.781690      2.596667    
  1956.4 0.2398321E-02 0.4100540E-01  6.663515      3.063667    
  1957.1-0.3130039E-02 0.3946671E-01  6.842984      3.171667    
  1957.2-0.1359214E-02 0.4062513E-01  7.166598      3.157000    
  1957.3 0.7747383E-02 0.4207225E-01  7.095376      3.382333    
  1957.4 0.1471682E-01 0.4923487E-01  6.827868      3.343333    
  1958.1 0.1842001E-01 0.6275076E-01  6.586246      1.838000    
  1958.2 0.2004074E-01 0.7359928E-01  6.490345      1.017667    
  1958.3 0.2351526E-01 0.7309055E-01  6.124500      1.710667    
  1958.4 0.2779887E-01 0.6352766E-01  5.923802      2.787667    
  1959.1 0.2503630E-01 0.5798631E-01  6.507838      2.800333    
  1959.2 0.2547147E-01 0.5104500E-01  6.880577      3.019333    
  1959.3 0.4123923E-01 0.5287044E-01  5.587409      3.533000    
  1959.4 0.4666553E-01 0.5592834E-01  4.707202      4.299333    
  1960.1 0.5547702E-01 0.5159512E-01  3.772313      3.943000    
  1960.2 0.5677438E-01 0.5225835E-01  3.615980      3.092333    
  1960.3 0.5572822E-01 0.5549938E-01  3.819084      2.390333    
  1960.4 0.5472431E-01 0.6251647E-01  3.561445      2.360667    
  1961.1 0.4967810E-01 0.6773354E-01  3.231051      2.376667    
  1961.2 0.4457810E-01 0.6971717E-01  3.211329      2.324667    
  1961.3 0.4112676E-01 0.6749309E-01  3.956626      2.324667    
  1961.4 0.3291511E-01 0.6171891E-01  5.138560      2.475000    
  1962.1 0.2972614E-01 0.5614436E-01  5.366604      2.739000    
  1962.2 0.3240832E-01 0.5482584E-01  4.944559      2.716000    
  1962.3 0.3773733E-01 0.5539051E-01  3.806953      2.858000    
  1962.4 0.4110546E-01 0.5505923E-01  3.501054      2.803333    
  1963.1 0.4640165E-01 0.5779253E-01  2.874625      2.909000    
  1963.2 0.5091858E-01 0.5680856E-01  2.683514      2.941333    
  1963.3 0.5589212E-01 0.5493742E-01  2.688631      3.280667    
  1963.4 0.5616586E-01 0.5572673E-01  2.971236      3.499333    
  1964.1 0.5641572E-01 0.5457706E-01  3.117577      3.538000    
  1964.2 0.5673739E-01 0.5220257E-01  2.539793      3.481333    
  1964.3 0.5569855E-01 0.4989598E-01  2.347866      3.504000    
  1964.4 0.5081692E-01 0.4953597E-01  3.201587      3.685000    
  1965.1 0.5315260E-01 0.4871666E-01  3.291801      3.899667    
  1965.2 0.5080366E-01 0.4655354E-01  3.482548      3.879000    
  1965.3 0.4561303E-01 0.4351989E-01  4.366056      3.859667    
  1965.4 0.4779326E-01 0.4102298E-01  2.516093      4.158667    
  1966.1 0.4400838E-01 0.3848268E-01  2.525117      4.630667    
  1966.2 0.4386580E-01 0.3807639E-01  3.362864      4.597333    
  1966.3 0.4317557E-01 0.3750700E-01  3.845262      5.047667    
  1966.4 0.4106988E-01 0.3683286E-01  4.119290      5.246000    
  1967.1 0.3709084E-01 0.3809930E-01  4.688188      4.533667    
  1967.2 0.3465044E-01 0.3806934E-01  5.318418      3.657333    
  1967.3 0.2807162E-01 0.3784696E-01  6.976963      4.344667    
  1967.4 0.2352329E-01 0.3915978E-01  7.561987      4.787333    
  1968.1 0.1617038E-01 0.3728355E-01  8.034138      5.064667    
  1968.2 0.1899758E-01 0.3537721E-01  7.561759      5.510000    
  1968.3 0.2136980E-01 0.3510557E-01  6.552021      5.226333    
  1968.4 0.2812344E-01 0.3392130E-01  6.029545      5.580667    
  1969.1 0.3367837E-01 0.3376971E-01  6.052073      6.137667    
  1969.2 0.3622891E-01 0.3424592E-01  5.899452      6.240000    
  1969.3 0.4031996E-01 0.3590757E-01  5.494248      7.046667    
  1969.4 0.4157949E-01 0.3581941E-01  5.029941      7.317667    
  1970.1 0.3724324E-01 0.4159508E-01  5.458904      7.262667    
  1970.2 0.3991944E-01 0.4746577E-01  5.491958      6.752333    
  1970.3 0.3997666E-01 0.5169088E-01  4.975569      6.374667    
  1970.4 0.4030831E-01 0.5802797E-01  4.922768      5.358333    
  1971.1 0.4296683E-01 0.5914467E-01  4.839143      3.863333    
  1971.2 0.4558641E-01 0.5907857E-01  4.687992      4.206000    
  1971.3 0.4439755E-01 0.5983336E-01  4.698301      5.050333    
  1971.4 0.4345556E-01 0.5954344E-01  4.701017      4.234333    
  1972.1 0.4336468E-01 0.5768041E-01  4.673500      3.435333    
  1972.2 0.4510340E-01 0.5658509E-01  4.688337      3.748333    
  1972.3 0.4602984E-01 0.5584112E-01  5.264458      4.241333    
  1972.4 0.4282756E-01 0.5304486E-01  6.277024      4.851333    
  1973.1 0.3632849E-01 0.4950510E-01  7.165278      5.639667    
  1973.2 0.3771210E-01 0.4889844E-01  7.186299      6.608333    
  1973.3 0.3856258E-01 0.4793204E-01  6.686597      8.388333    
  1973.4 0.4130144E-01 0.4769321E-01  6.580742      7.461667    
  1974.1 0.4423949E-01 0.5085049E-01  7.362199      7.600333    
  1974.2 0.4386394E-01 0.5161500E-01  7.998618      8.268000    
  1974.3 0.4649059E-01 0.5583721E-01  8.550200      8.286333    
  1974.4 0.4497720E-01 0.6556479E-01  7.626027      7.336000    
  1975.1 0.4792441E-01 0.8217515E-01  7.778457      5.873333    
  1975.2 0.5327717E-01 0.8828988E-01  8.272461      5.400667    
  1975.3 0.5600874E-01 0.8467753E-01  9.770826      6.336667    
  1975.4 0.5733604E-01 0.8259670E-01  8.265311      5.684333    
  1976.1 0.6443505E-01 0.7723461E-01  6.770656      4.953333    
  1976.2 0.6701092E-01 0.7526804E-01  7.028457      5.168667    
  1976.3 0.6790439E-01 0.7700112E-01  8.301341      5.168667    
  1976.4 0.6700342E-01 0.7733424E-01  8.488289      4.698000    
  1977.1 0.7088832E-01 0.7493048E-01  8.309209      4.624000    
  1977.2 0.7556275E-01 0.7104693E-01  8.326120      4.828667    
  1977.3 0.7609113E-01 0.6864221E-01  9.348953      5.472000    
  1977.4 0.7698105E-01 0.6612385E-01  7.964328      6.137000    
  1978.1 0.8058654E-01 0.6326666E-01  6.837288      6.408000    
  1978.2 0.8072845E-01 0.5999476E-01  6.704709      6.481000    
  1978.3 0.8007593E-01 0.6021465E-01  7.117937      7.315333    
  1978.4 0.7632436E-01 0.5883992E-01  7.540316      8.680333    
  1979.1 0.7009754E-01 0.5877879E-01  7.814711      9.357667    
  1979.2 0.6600172E-01 0.5714052E-01  8.226386      9.372333    
  1979.3 0.5904055E-01 0.5868435E-01  8.941788      9.631333    
  1979.4 0.5538401E-01 0.5940129E-01  11.21960      11.80367    
  1980.1 0.4959958E-01 0.6296949E-01  11.64885      13.45867    
  1980.2 0.4456762E-01 0.7323656E-01  9.436511      10.04933    
  1980.3 0.4298163E-01 0.7680771E-01  11.18053      9.235333    
  1980.4 0.4518826E-01 0.7398623E-01  16.10049      13.70967    
  1981.1 0.4622170E-01 0.7426606E-01  17.55159      14.36900    
  1981.2 0.5473014E-01 0.7398937E-01  20.61577      14.82900    
  1981.3 0.7123385E-01 0.7417361E-01  18.57893      15.08733    
  1981.4 0.8354503E-01 0.8241053E-01  14.39798      12.02267    
  1982.1 0.1010305     0.8843563E-01  14.11881      12.89500    
  1982.2 0.1083607     0.9425762E-01  14.19783      12.35900    
  1982.3 0.1073345     0.9942961E-01  11.67359      9.705333    
  1982.4 0.1074883     0.1067659      8.890188      7.935000    
  1983.1 0.1044013     0.1039701      7.906308      8.081333    
  1983.2 0.1022409     0.1010214      7.926338      8.420667    
  1983.3 0.9329810E-01 0.9360138E-01  7.762762      9.186667    
  1983.4 0.8547650E-01 0.8541760E-01  7.338162      8.793333    
  1984.1 0.7815936E-01 0.7871758E-01  7.178578      9.133333    
  1984.2 0.6792780E-01 0.7478733E-01  7.926493      9.843333    
  1984.3 0.5608090E-01 0.7451999E-01  8.998159      10.34333    
  1984.4 0.4809758E-01 0.7283015E-01  9.480177      8.973333    
  1985.1 0.3768494E-01 0.7279936E-01  10.87396      8.183333    
  1985.2 0.3368508E-01 0.7288834E-01  12.05401      7.523333    
  1985.3 0.3634220E-01 0.7210537E-01  12.40131      7.103333    
  1985.4 0.3899697E-01 0.7054201E-01  10.97061      7.146667    
  1986.1 0.4446593E-01 0.7015712E-01  9.489658      6.886667    
  1986.2 0.4459695E-01 0.7180384E-01  9.178799      6.130000    
  1986.3 0.4687315E-01 0.6991001E-01  9.326989      5.533333    
  1986.4 0.4602841E-01 0.6835172E-01  8.849717      5.340000    
  1987.1 0.4769075E-01 0.6620689E-01  8.128876      5.533333    
  1987.2 0.5003362E-01 0.6280795E-01  7.425585      5.733333    
  1987.3 0.5545665E-01 0.6014193E-01  7.102578      6.033333    
  1987.4 0.5682947E-01 0.5868976E-01  6.952738      6.003333    
  1988.1 0.5669845E-01 0.5727587E-01  6.578196      5.760000    
  1988.2 0.5531368E-01 0.5487146E-01  6.209813      6.230000    
  1988.3 0.5450957E-01 0.5492451E-01  5.967756      6.993333    
  1988.4 0.5109397E-01 0.5350265E-01  5.928644      7.703333    
  1989.1 0.4550020E-01 0.5215423E-01  5.878177      8.533333    
  1989.2 0.4194061E-01 0.5244464E-01  6.324842      8.440000    
  1989.3 0.3701058E-01 0.5277223E-01  6.619325      7.850000    
  1989.4 0.3403663E-01 0.5373561E-01  6.495597      7.633333    
  1990.1 0.3027663E-01 0.5300361E-01  6.371156      7.756667    
  1990.2 0.2944779E-01 0.5337414E-01  6.561087      7.766667    
  1990.3 0.3033386E-01 0.5687498E-01  6.644262      7.493333    
  1990.4 0.3373379E-01 0.6113686E-01  6.209297      7.023333    
  1991.1 0.3738249E-01 0.6574073E-01  5.486791      6.053333    
  1991.2 0.4340455E-01 0.6823443E-01  5.059434      5.593333    
  1991.3 0.5008235E-01 0.6853392E-01  3.996476      5.406667    
  1991.4 0.5512865E-01 0.7096660E-01  3.180148      4.583333    
  1992.1 0.6092261E-01 0.7379080E-01  3.447671      3.910000    
  1992.2 0.6636258E-01 0.7594573E-01  3.875486      3.723333    
  1992.3 0.6736689E-01 0.7626478E-01  4.922093      3.130000    
  1992.4 0.6792582E-01 0.7406133E-01  3.541835      3.076667    
  1993.1 0.6787804E-01 0.7149713E-01  2.472691      2.993333    
  1993.2 0.7000174E-01 0.7068857E-01  2.464581      2.983333    
  1993.3 0.7010808E-01 0.6799552E-01  2.644780      3.020000    
  1993.4 0.7094855E-01 0.6619143E-01  2.511144      3.080000    
  1994.1 0.7820303E-01 0.6555817E-01  2.067403      3.250000    
  1994.2 0.7614402E-01 0.6165512E-01  2.231665      4.036667    
  1994.3 0.6639981E-01 0.6001291E-01  3.098053      4.510000    
  1994.4 0.6287245E-01 0.5619378E-01  2.586704      5.283333    
  1995.1 0.5823341E-01 0.5477964E-01  2.463443      5.780000    
  1995.2 0.5376379E-01 0.5674622E-01  2.887654      5.623333    
  1995.3 0.5468231E-01 0.5658385E-01  2.952024      5.380000    
  1995.4 0.5427066E-01 0.5572015E-01  2.362706      5.270000    
  1996.1 0.5164409E-01 0.5545427E-01  1.991170      4.950000    
  1996.2 0.5288229E-01 0.5470120E-01  2.396519      5.040000    
  1996.3 0.5268709E-01 0.5259294E-01  2.496580      5.136667    
  1996.4 0.5282697E-01 0.5310254E-01  2.175321      4.970000    
  1997.1 0.5374536E-01 0.5223738E-01  2.940511      5.063333    
  1997.2 0.5442356E-01 0.4974959E-01  3.248069      5.073333    
  1997.3 0.5470764E-01 0.4858023E-01  3.194059      5.056667    
  1997.4 0.5622114E-01 0.4680572E-01  3.075176      5.086667    
  1998.1 0.5808737E-01 0.4637954E-01  3.127643      5.053333    
  1998.2 0.5872328E-01 0.4414228E-01  2.542707      4.976667    
  1998.3 0.6119772E-01 0.4528502E-01  2.043674      4.823333    
  1998.4 0.6346468E-01 0.4429607E-01 0.9247763      4.253333    
  1999.1 0.6392685E-01 0.4284456E-01  1.199474      4.406667    
  1999.2 0.6247986E-01 0.4248440E-01  1.561730      4.453333    
  1999.3 0.6079211E-01 0.4243400E-01  2.013685      4.650000    
  1999.4 0.5726709E-01 0.4077788E-01  2.569144      5.043333    
  2000.1 0.4873933E-01 0.4048765E-01  3.689152      5.520000    
  2000.2 0.4780996E-01 0.3947782E-01  3.963045      5.713333    
  2000.3 0.4735191E-01 0.4030117E-01  3.332230      6.016667    
  2000.4 0.4553934E-01 0.3918419E-01  3.059289      6.016667    
  2001.1 0.4202137E-01 0.4230321E-01  4.629178      4.816667    
  2001.2 0.3957479E-01 0.4411448E-01  6.025505      3.660000    
  2001.3 0.3850234E-01 0.4819249E-01  6.216347      3.170000    
  2001.4 0.3935018E-01 0.5537421E-01  6.140273      1.906667    
  2002.1 0.3460822E-01 0.5705425E-01  6.546923      1.820000    
  2002.2 0.3118182E-01 0.5845793E-01  6.994139      1.716667    
  2002.3 0.3044462E-01 0.5732000E-01  7.178207      1.643333    
  2002.4 0.3372491E-01 0.5851777E-01  7.163301      1.333333    
  2003.1 0.3848538E-01 0.5873963E-01  6.442497      1.156667    
  2003.2 0.4531032E-01 0.6152488E-01  5.524062      1.043333    
  2003.3 0.5118990E-01 0.6107130E-01  4.523611     0.9300000    
  2003.4 0.5353250E-01 0.5820932E-01  4.086233     0.9166667    
  2004.1 0.5579286E-01 0.5687648E-01  4.158665     0.9166667    
  2004.2 0.5606338E-01 0.5595400E-01  3.675329      1.076667    
  2004.3 0.5356359E-01 0.5440757E-01  3.306528      1.486667    
  2004.4 0.5374990E-01 0.5396538E-01  2.412563      2.006667    
  2005.1 0.5969661E-01 0.5292068E-01  1.902164      2.536667    
  2005.2 0.5584557E-01 0.5115378E-01  2.594670      2.863333    
  2005.3 0.5029833E-01 0.4975337E-01  4.046741      3.360000    
  2005.4 0.4490142E-01 0.4964352E-01  4.525184      3.826667    
  2006.1 0.4248801E-01 0.4731667E-01  4.430393      4.393333    
  2006.2 0.3954256E-01 0.4666969E-01  4.616484      4.703333    
  2006.3 0.3867747E-01 0.4655398E-01  4.950462      4.906667    
  2006.4 0.3771263E-01 0.4466963E-01  5.102442      4.903333    
  2007.1 0.3422104E-01 0.4536088E-01  5.113418      4.983333    
  2007.2 0.3123063E-01 0.4507805E-01  5.878047      4.736667    
  2007.3 0.2813373E-01 0.4670151E-01  6.851356      4.303333    
  2007.4 0.2879197E-01 0.4813029E-01  7.751593      3.390000    
  2008.1 0.2967932E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.3296076E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.4354942E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5194592E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6335383E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7171968E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.7993990E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8136152E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8136170E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8087275E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.8644932E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.8708671E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9065633E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9044687E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.8880837E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8719720E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8725718E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8914086E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8647280E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8479238E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.8378925E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.8356823E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.8444845E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.8598819E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8825590E-01 0.7353172E-01 0.2186106     0.2222305    
  2014.2 0.9062504E-01 0.7371212E-01  0.000000     0.2267692    
  2014.3 0.9223893E-01 0.7344075E-01  0.000000     0.2727381    
  2014.4 0.9159361E-01 0.7270034E-01 0.9801237E-01 0.3896289    
  2015.1 0.8865522E-01 0.7163268E-01 0.7698783     0.5446822    
  2015.2 0.8768704E-01 0.7041296E-01  1.009534     0.7056998    
  2015.3 0.8657062E-01 0.6919799E-01  1.013884     0.8622789    
  2015.4 0.8437610E-01 0.6810526E-01  1.023173      1.011500    
  2016.1 0.8337742E-01 0.6720077E-01 0.5713303      1.148466    
  2016.2 0.8490581E-01 0.6650839E-01 0.2862989      1.268463    
  2016.3 0.8959930E-01 0.6602361E-01  0.000000      1.370028    
  2016.4 0.9314410E-01 0.6572500E-01  0.000000      1.454232    
  2017.1 0.9423386E-01 0.6557762E-01  0.000000      1.523254    
  2017.2 0.9208929E-01 0.6554472E-01  0.000000      1.579320    
  2017.3 0.9249342E-01 0.6559437E-01  0.000000      1.624370    
  2017.4 0.9089581E-01 0.6569973E-01  0.000000      1.660170    
  2018.1 0.8770517E-01 0.6583532E-01  0.000000      1.688692    
  2018.2 0.8364241E-01 0.6598118E-01  0.000000      1.711782    
  2018.3 0.8162167E-01 0.6612472E-01  0.000000      1.730742    
  2018.4 0.8286469E-01 0.6625905E-01  0.000000      1.746369    
  2019.1 0.8182456E-01 0.6637441E-01 0.9051291E-01  1.759767    
  2019.2 0.7555090E-01 0.6646188E-01  1.297291      1.772234    
  2019.3 0.7226437E-01 0.6651811E-01  2.310212      1.784603    
  2019.4 0.6912850E-01 0.6654506E-01  3.098100      1.797049    
  2020.1 0.6797884E-01 0.6654177E-01  3.808011      1.809908    
  2020.2 0.6961937E-01 0.6650849E-01  3.829610      1.823601    
  2020.3 0.6964442E-01 0.6644969E-01  3.633564      1.838160    
  2020.4 0.6743898E-01 0.6637212E-01  3.727724      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.275902084085E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.219169929992E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.13726597252E-05  0.55381862253E-05  0.59019688040E-05

X VALUES

  0.63443528785E+00  0.10645240503E+01 -0.14214692348E+00

MEAN OF DEPENDENT VARIABLE   749999.203836238

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.634435288       0.021543690   29.44878
  2       1.100000000       1.064524050       0.069467042   15.32416
  3      -0.100000000      -0.142146923       0.065460795   -2.17148

SE of equation          =      0.010365145
Sum of squared residuals =  0.219169930E-01  -0.145837958    
Sum of ABS residuals     =  0.823911893    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99951

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.329282235168E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     125 IER= 4 F=  0.187241196638E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.53474262719E-05  0.14885982114E-06  0.27829643674E-06

X VALUES

  0.74072629497E+00  0.10590777192E+01 -0.11253927495E+00

MEAN OF DEPENDENT VARIABLE   749999.233301109

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.740726295       0.023069234   32.10884
  2       1.100000000       1.059077719       0.069538332   15.23013
  3      -0.100000000      -0.112539275       0.065395493   -1.72090

SE of equation          =      0.009580444
Sum of squared residuals =  0.187241197E-01  -0.154840602    
Sum of ABS residuals     =  0.788334198    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99815

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.449061798399E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     117 IER= 4 F=  0.336065651524E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10396722514E-07  0.16714216022E-07  0.21368787558E-07

X VALUES

  0.63143481372E+00  0.10918550065E+01 -0.17030326166E+00

MEAN OF DEPENDENT VARIABLE   749999.260409116

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.631434814       0.022337474   28.26796
  2       1.100000000       1.091855007       0.070539195   15.47870
  3      -0.100000000      -0.170303262       0.067142556   -2.53644

SE of equation          =      0.013230049
Sum of squared residuals =  0.336065652E-01   0.514706579E-01
Sum of ABS residuals     =   1.04272951    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97415

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.575162518198E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.489469387378E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.85099723481E-06 -0.19659077645E-05 -0.22658022591E-05

X VALUES

  0.48930291312E+00  0.87627763697E+00  0.49998790751E-01

MEAN OF DEPENDENT VARIABLE   749999.246570551

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.489302913       0.011584977   42.23599
  2       1.100000000       0.876277637       0.073238778   11.96467
  3      -0.100000000       0.049998791       0.068945670    0.72519

SE of equation          =      0.015489867
Sum of squared residuals =  0.489469387E-01  -0.339746412    
Sum of ABS residuals     =   1.23496357    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98206

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.338385884344E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.338231231513E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.35289864015E-06 -0.48462137993E-05 -0.53468695916E-05

X VALUES

  0.52530849063E+00  0.11301019375E+01 -0.19089393858E+00

MEAN OF DEPENDENT VARIABLE   749999.250448542

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.525308491       0.391332135    1.34236
  2       1.100000000       1.130101937       1.871588917    0.60382
  3      -0.100000000      -0.190893939       1.746140497   -0.10932

SE of equation          =      0.407184999
Sum of squared residuals =   33.8231232        6.18734911    
Sum of ABS residuals     =   7.90002504    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96209

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.196372619578E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.187946344442E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.62658570834E-06 -0.23271675460E-07  0.27907419474E-07

X VALUES

  0.29495349719E+00  0.11382425807E+01 -0.34328216426E+00

MEAN OF DEPENDENT VARIABLE   749999.239515757

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.294953497       0.129376067    2.27981
  2       1.100000000       1.138242581       0.186793871    6.09358
  3      -0.100000000      -0.343282164       0.185062754   -1.85495

SE of equation          =      0.095984666
Sum of squared residuals =   1.87946344        2.39313465    
Sum of ABS residuals     =   4.97222227    
R squared                =    1.00000
Durbin-Watson statistic  =    1.89728

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.791253940119E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.679384334706E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.16030432212E-06 -0.27511922622E-05 -0.35731184239E-05

X VALUES

  0.98698756605E+00  0.11211816583E+01 -0.15013987177E+00

MEAN OF DEPENDENT VARIABLE   749999.333594106

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.986987566       0.099883785    9.88136
  2       1.100000000       1.121181658       0.082369047   13.61169
  3      -0.100000000      -0.150139872       0.081774459   -1.83602

SE of equation          =      0.064362935
Sum of squared residuals =  0.679384335        1.19534219    
Sum of ABS residuals     =   5.19075086    
R squared                =    1.00000
Durbin-Watson statistic  =    1.84267

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.263860835765E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 4 F=  0.249164153931E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.16426255589E-05 -0.99179395674E-05 -0.98072756296E-05

X VALUES

  0.47719584803E+00  0.90345653747E+00 -0.85322297062E-01

MEAN OF DEPENDENT VARIABLE   749999.283221612

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.477195848       0.050427674    9.46298
  2       1.100000000       0.903456537       0.105176894    8.58988
  3      -0.100000000      -0.085322297       0.102748963   -0.83040

SE of equation          =      0.034948432
Sum of squared residuals =  0.249164154        1.53870231    
Sum of ABS residuals     =   3.35336895    
R squared                =    1.00000
Durbin-Watson statistic  =    1.61235

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.513239757524E+00

TERMINATION. ITERS=    8 FUNCTION EVALS=     127 IER= 4 F=  0.341591990071E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.13977763583E-05  0.12501543184E-05 -0.20102736249E-05

X VALUES

  0.12114389816E+01  0.60990801361E+00 -0.22026825730E+00

MEAN OF DEPENDENT VARIABLE   749999.273021905

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.211438982       0.080424394   15.06308
  2       1.100000000       0.609908014       0.079938900    7.62968
  3      -0.100000000      -0.220268257       0.080046361   -2.75176

SE of equation          =      0.045638558
Sum of squared residuals =  0.341591990       0.549146783    
Sum of ABS residuals     =   3.34701739    
R squared                =    1.00000
Durbin-Watson statistic  =    1.90148

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.319388760604E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     113 IER= 4 F=  0.233101463033E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.75706885772E-09 -0.44047126010E-07 -0.22068246131E-07

X VALUES

  0.58475712869E-01  0.85772535355E+00  0.24336756168E-01

MEAN OF DEPENDENT VARIABLE   749999.259062028

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.058475713       0.072576728    0.80571
  2       1.100000000       0.857725354       0.076118439   11.26830
  3      -0.100000000       0.024336756       0.075737044    0.32133

SE of equation          =      0.038655403
Sum of squared residuals =  0.233101463       0.605569929    
Sum of ABS residuals     =   2.67960598    
R squared                =    1.00000
Durbin-Watson statistic  =    1.79089

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.451440935573E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.345160284492E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.15946180056E-05 -0.31537163075E-05  0.39866132562E-05

X VALUES

  0.55795651605E+00  0.11189948995E+01 -0.51694956571E+00

MEAN OF DEPENDENT VARIABLE   749999.282832239

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.557956516       0.042893743   13.00788
  2       1.100000000       1.118994900       0.081080894   13.80097
  3      -0.100000000      -0.516949566       0.078444009   -6.59005

SE of equation          =      0.041133468
Sum of squared residuals =  0.345160284        1.06737489    
Sum of ABS residuals     =   3.99336442    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69439

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.645005641474E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      41 IER= 3 F=  0.624521742772E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.98368301219E-11  0.95352885626E-11

X VALUES

  0.11462739982E+01 -0.26561296580E+00

MEAN OF DEPENDENT VARIABLE   749999.263172768

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.146273998       0.147723573    7.75959
  2      -0.100000000      -0.265612966       0.150216746   -1.76820

SE of equation          =      0.023203035
Sum of squared residuals =  0.624521743E-01   0.587674035    
Sum of ABS residuals     =   1.25226194    
R squared                =    1.00000
Durbin-Watson statistic  =    1.55548

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.186511982977E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      41 IER= 3 F=  0.180800163075E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.61290063328E-10 -0.61860086353E-10

X VALUES

  0.12838468848E+01 -0.30510451135E+00

MEAN OF DEPENDENT VARIABLE   749999.247475686

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.283846885       0.093534464   13.72592
  2      -0.100000000      -0.305104511       0.093105111   -3.27699

SE of equation          =      0.029770376
Sum of squared residuals =  0.180800163       0.881743439    
Sum of ABS residuals     =   2.76845559    
R squared                =    1.00000
Durbin-Watson statistic  =    1.59379

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4922582E-01 0.5234225E-01  1.226273      1.083667    
  1954.2 0.5393481E-01 0.5783462E-01  1.186210     0.8143333    
  1954.3 0.5720843E-01 0.5970489E-01  1.526139     0.8696667    
  1954.4 0.5405695E-01 0.5361334E-01 0.7812195      1.036333    
  1955.1 0.5290545E-01 0.4710636E-01 0.4146780      1.256333    
  1955.2 0.4746828E-01 0.4380454E-01  1.329985      1.614333    
  1955.3 0.4154217E-01 0.4109694E-01  2.441693      1.861333    
  1955.4 0.3977460E-01 0.4208878E-01  2.780461      2.349333    
  1956.1 0.3695206E-01 0.4031458E-01  2.495483      2.379333    
  1956.2 0.3082825E-01 0.4190614E-01  3.244898      2.596667    
  1956.3 0.2821345E-01 0.4128671E-01  4.277544      2.596667    
  1956.4 0.2902825E-01 0.4100540E-01  4.445425      3.063667    
  1957.1 0.2605600E-01 0.3946671E-01  4.825633      3.171667    
  1957.2 0.2661466E-01 0.4062513E-01  5.371503      3.157000    
  1957.3 0.2243725E-01 0.4207225E-01  7.069493      3.382333    
  1957.4 0.2222629E-01 0.4923487E-01  7.149932      3.343333    
  1958.1 0.2122617E-01 0.6275076E-01  7.480898      1.838000    
  1958.2 0.2228857E-01 0.7359928E-01  7.711087      1.017667    
  1958.3 0.1784244E-01 0.7309055E-01  8.954265      1.710667    
  1958.4 0.1970869E-01 0.6352766E-01  8.717644      2.787667    
  1959.1 0.2217754E-01 0.5798631E-01  8.383403      2.800333    
  1959.2 0.2434476E-01 0.5104500E-01  8.053098      3.019333    
  1959.3 0.4159078E-01 0.5287044E-01  6.472845      3.533000    
  1959.4 0.4948281E-01 0.5592834E-01  5.556557      4.299333    
  1960.1 0.5210393E-01 0.5159512E-01  4.690609      3.943000    
  1960.2 0.5167840E-01 0.5225835E-01  4.667365      3.092333    
  1960.3 0.4734096E-01 0.5549938E-01  5.006192      2.390333    
  1960.4 0.4173041E-01 0.6251647E-01  5.253246      2.360667    
  1961.1 0.3587508E-01 0.6773354E-01  5.520076      2.376667    
  1961.2 0.3232189E-01 0.6971717E-01  6.235950      2.324667    
  1961.3 0.2766171E-01 0.6749309E-01  7.326125      2.324667    
  1961.4 0.2425813E-01 0.6171891E-01  8.504980      2.475000    
  1962.1 0.2142487E-01 0.5614436E-01  8.230416      2.739000    
  1962.2 0.2410255E-01 0.5482584E-01  7.530055      2.716000    
  1962.3 0.2654783E-01 0.5539051E-01  6.850957      2.858000    
  1962.4 0.2725172E-01 0.5505923E-01  6.522203      2.803333    
  1963.1 0.2884256E-01 0.5779253E-01  6.240194      2.909000    
  1963.2 0.3111252E-01 0.5680856E-01  6.610475      2.941333    
  1963.3 0.2929380E-01 0.5493742E-01  7.602104      3.280667    
  1963.4 0.2977402E-01 0.5572673E-01  8.455360      3.499333    
  1964.1 0.2882400E-01 0.5457706E-01  8.754325      3.538000    
  1964.2 0.3106126E-01 0.5220257E-01  8.455467      3.481333    
  1964.3 0.2984429E-01 0.4989598E-01  8.368916      3.504000    
  1964.4 0.2682842E-01 0.4953597E-01  8.868205      3.685000    
  1965.1 0.3208519E-01 0.4871666E-01  8.870196      3.899667    
  1965.2 0.3816802E-01 0.4655354E-01  8.164134      3.879000    
  1965.3 0.3928029E-01 0.4351989E-01  7.784723      3.859667    
  1965.4 0.4139639E-01 0.4102298E-01  7.825365      4.158667    
  1966.1 0.4387903E-01 0.3848268E-01  7.692657      4.630667    
  1966.2 0.4361084E-01 0.3807639E-01  7.282524      4.597333    
  1966.3 0.4524699E-01 0.3750700E-01  6.823325      5.047667    
  1966.4 0.4321366E-01 0.3683286E-01  6.414088      5.246000    
  1967.1 0.3939355E-01 0.3809930E-01  6.761947      4.533667    
  1967.2 0.4543003E-01 0.3806934E-01  4.802689      3.657333    
  1967.3 0.3888385E-01 0.3784696E-01  4.021666      4.344667    
  1967.4 0.2886682E-01 0.3915978E-01  6.755992      4.787333    
  1968.1 0.1805233E-01 0.3728355E-01  8.900361      5.064667    
  1968.2 0.1362184E-01 0.3537721E-01  8.731763      5.510000    
  1968.3 0.1052956E-01 0.3510557E-01  8.666660      5.226333    
  1968.4 0.8040297E-02 0.3392130E-01  9.624737      5.580667    
  1969.1 0.1433124E-01 0.3376971E-01  10.09746      6.137667    
  1969.2 0.1314588E-01 0.3424592E-01  10.31306      6.240000    
  1969.3 0.6316975E-02 0.3590757E-01  10.92252      7.046667    
  1969.4 0.1260608E-01 0.3581941E-01  9.894990      7.317667    
  1970.1 0.1065863E-01 0.4159508E-01  9.766992      7.262667    
  1970.2 0.1928140E-01 0.4746577E-01  9.314197      6.752333    
  1970.3 0.2557119E-01 0.5169088E-01  8.253442      6.374667    
  1970.4 0.3223718E-01 0.5802797E-01  7.556118      5.358333    
  1971.1 0.3427916E-01 0.5914467E-01  7.677029      3.863333    
  1971.2 0.3657958E-01 0.5907857E-01  8.003832      4.206000    
  1971.3 0.3773382E-01 0.5983336E-01  8.277658      5.050333    
  1971.4 0.3903728E-01 0.5954344E-01  8.724424      4.234333    
  1972.1 0.3705404E-01 0.5768041E-01  8.530757      3.435333    
  1972.2 0.3650818E-01 0.5658509E-01  8.592491      3.748333    
  1972.3 0.4041092E-01 0.5584112E-01  8.308877      4.241333    
  1972.4 0.4294267E-01 0.5304486E-01  7.934104      4.851333    
  1973.1 0.4538345E-01 0.4950510E-01  8.283336      5.639667    
  1973.2 0.5391755E-01 0.4889844E-01  6.381567      6.608333    
  1973.3 0.5076511E-01 0.4793204E-01  5.630106      8.388333    
  1973.4 0.4290943E-01 0.4769321E-01  8.206079      7.461667    
  1974.1 0.3738908E-01 0.5085049E-01  10.03756      7.600333    
  1974.2 0.3555228E-01 0.5161500E-01  9.481702      8.268000    
  1974.3 0.3571118E-01 0.5583721E-01  9.113735      8.286333    
  1974.4 0.3383401E-01 0.6556479E-01  9.611593      7.336000    
  1975.1 0.3597605E-01 0.8217515E-01  10.05454      5.873333    
  1975.2 0.3716642E-01 0.8828988E-01  9.929122      5.400667    
  1975.3 0.4178031E-01 0.8467753E-01  9.659457      6.336667    
  1975.4 0.4250732E-01 0.8259670E-01  8.981636      5.684333    
  1976.1 0.4232898E-01 0.7723461E-01  8.858019      4.953333    
  1976.2 0.4262701E-01 0.7526804E-01  8.884189      5.168667    
  1976.3 0.4510631E-01 0.7700112E-01  9.840213      5.168667    
  1976.4 0.4395084E-01 0.7733424E-01  11.21042      4.698000    
  1977.1 0.4397177E-01 0.7493048E-01  11.87956      4.624000    
  1977.2 0.4563751E-01 0.7104693E-01  12.17569      4.828667    
  1977.3 0.5411498E-01 0.6864221E-01  11.98199      5.472000    
  1977.4 0.5877857E-01 0.6612385E-01  10.43612      6.137000    
  1978.1 0.6548992E-01 0.6326666E-01  9.206465      6.408000    
  1978.2 0.7123977E-01 0.5999476E-01  8.256582      6.481000    
  1978.3 0.7551691E-01 0.6021465E-01  7.419227      7.315333    
  1978.4 0.7510438E-01 0.5883992E-01  7.086697      8.680333    
  1979.1 0.7689756E-01 0.5877879E-01  7.616346      9.357667    
  1979.2 0.7983263E-01 0.5714052E-01  7.779373      9.372333    
  1979.3 0.7810120E-01 0.5868435E-01  8.919195      9.631333    
  1979.4 0.7819224E-01 0.5940129E-01  11.11687      11.80367    
  1980.1 0.7865047E-01 0.6296949E-01  8.640260      13.45867    
  1980.2 0.7901552E-01 0.7323656E-01  7.165808      10.04933    
  1980.3 0.8348762E-01 0.7680771E-01  7.278894      9.235333    
  1980.4 0.8306164E-01 0.7398623E-01  9.826170      13.70967    
  1981.1 0.8415327E-01 0.7426606E-01  8.332035      14.36900    
  1981.2 0.8556034E-01 0.7398937E-01  9.554795      14.82900    
  1981.3 0.8804807E-01 0.7417361E-01  9.571627      15.08733    
  1981.4 0.9103234E-01 0.8241053E-01  10.07219      12.02267    
  1982.1 0.9285933E-01 0.8843563E-01  11.94668      12.89500    
  1982.2 0.9324239E-01 0.9425762E-01  9.344255      12.35900    
  1982.3 0.9170269E-01 0.9942961E-01  8.252814      9.705333    
  1982.4 0.9137980E-01 0.1067659      7.981994      7.935000    
  1983.1 0.9231100E-01 0.1039701      7.546756      8.081333    
  1983.2 0.8668875E-01 0.1010214      7.827556      8.420667    
  1983.3 0.7766349E-01 0.9360138E-01  8.991761      9.186667    
  1983.4 0.7059614E-01 0.8541760E-01  9.379291      8.793333    
  1984.1 0.7179113E-01 0.7871758E-01  8.665212      9.133333    
  1984.2 0.7068229E-01 0.7478733E-01  7.916292      9.843333    
  1984.3 0.6825044E-01 0.7451999E-01  7.675028      10.34333    
  1984.4 0.6611666E-01 0.7283015E-01  7.174448      8.973333    
  1985.1 0.7158192E-01 0.7279936E-01  6.921363      8.183333    
  1985.2 0.6987924E-01 0.7288834E-01  7.183326      7.523333    
  1985.3 0.6024694E-01 0.7210537E-01  7.993775      7.103333    
  1985.4 0.5722209E-01 0.7054201E-01  7.385128      7.146667    
  1986.1 0.6317948E-01 0.7015712E-01  6.342372      6.886667    
  1986.2 0.5837686E-01 0.7180384E-01  6.743438      6.130000    
  1986.3 0.4602305E-01 0.6991001E-01  8.386204      5.533333    
  1986.4 0.4035106E-01 0.6835172E-01  8.130014      5.340000    
  1987.1 0.3692403E-01 0.6620689E-01  8.136561      5.533333    
  1987.2 0.3736957E-01 0.6280795E-01  7.966767      5.733333    
  1987.3 0.3446904E-01 0.6014193E-01  8.949895      6.033333    
  1987.4 0.3365640E-01 0.5868976E-01  8.521941      6.003333    
  1988.1 0.3647537E-01 0.5727587E-01  8.083099      5.760000    
  1988.2 0.4175144E-01 0.5487146E-01  7.861202      6.230000    
  1988.3 0.4443461E-01 0.5492451E-01  8.715000      6.993333    
  1988.4 0.4474637E-01 0.5350265E-01  6.977136      7.703333    
  1989.1 0.4466147E-01 0.5215423E-01  6.302073      8.533333    
  1989.2 0.4511931E-01 0.5244464E-01  6.605652      8.440000    
  1989.3 0.4513341E-01 0.5277223E-01  6.703108      7.850000    
  1989.4 0.4364516E-01 0.5373561E-01  6.431303      7.633333    
  1990.1 0.4537249E-01 0.5300361E-01  6.171951      7.756667    
  1990.2 0.4298662E-01 0.5337414E-01  6.661630      7.766667    
  1990.3 0.4540390E-01 0.5687498E-01  6.970134      7.493333    
  1990.4 0.4546813E-01 0.6113686E-01  7.404508      7.023333    
  1991.1 0.4743618E-01 0.6574073E-01  7.023297      6.053333    
  1991.2 0.5260932E-01 0.6823443E-01  6.221128      5.593333    
  1991.3 0.5869091E-01 0.6853392E-01  5.621732      5.406667    
  1991.4 0.6506311E-01 0.7096660E-01  5.185675      4.583333    
  1992.1 0.6811064E-01 0.7379080E-01  4.947125      3.910000    
  1992.2 0.7596089E-01 0.7594573E-01  3.856588      3.723333    
  1992.3 0.7938807E-01 0.7626478E-01  2.311821      3.130000    
  1992.4 0.8234925E-01 0.7406133E-01  1.550147      3.076667    
  1993.1 0.8169030E-01 0.7149713E-01  2.075923      2.993333    
  1993.2 0.7840042E-01 0.7068857E-01  2.318137      2.983333    
  1993.3 0.7431317E-01 0.6799552E-01  2.222222      3.020000    
  1993.4 0.6817570E-01 0.6619143E-01  2.748383      3.080000    
  1994.1 0.6201599E-01 0.6555817E-01  4.024474      3.250000    
  1994.2 0.5744477E-01 0.6165512E-01  4.442489      4.036667    
  1994.3 0.5334905E-01 0.6001291E-01  4.284181      4.510000    
  1994.4 0.5088090E-01 0.5619378E-01  4.494004      5.283333    
  1995.1 0.4725390E-01 0.5477964E-01  5.448193      5.780000    
  1995.2 0.4657541E-01 0.5674622E-01  5.651498      5.623333    
  1995.3 0.4691422E-01 0.5658385E-01  5.326490      5.380000    
  1995.4 0.4859921E-01 0.5572015E-01  5.122206      5.270000    
  1996.1 0.5147817E-01 0.5545427E-01  5.226414      4.950000    
  1996.2 0.5969092E-01 0.5470120E-01  2.967014      5.040000    
  1996.3 0.5639438E-01 0.5259294E-01  1.715787      5.136667    
  1996.4 0.4856710E-01 0.5310254E-01  3.883416      4.970000    
  1997.1 0.4341306E-01 0.5223738E-01  5.427257      5.063333    
  1997.2 0.3705376E-01 0.4974959E-01  5.544216      5.073333    
  1997.3 0.3613423E-01 0.4858023E-01  5.294970      5.056667    
  1997.4 0.3450327E-01 0.4680572E-01  4.891352      5.086667    
  1998.1 0.3404029E-01 0.4637954E-01  5.263815      5.053333    
  1998.2 0.3243613E-01 0.4414228E-01  5.730486      4.976667    
  1998.3 0.3474710E-01 0.4528502E-01  5.751309      4.823333    
  1998.4 0.3476847E-01 0.4429607E-01  5.195936      4.253333    
  1999.1 0.3521666E-01 0.4284456E-01  6.379135      4.406667    
  1999.2 0.4296406E-01 0.4248440E-01  4.808841      4.453333    
  1999.3 0.3769368E-01 0.4243400E-01  3.922489      4.650000    
  1999.4 0.3110674E-01 0.4077788E-01  6.113775      5.043333    
  2000.1 0.2192290E-01 0.4048765E-01  8.578536      5.520000    
  2000.2 0.2203074E-01 0.3947782E-01  9.224999      5.713333    
  2000.3 0.2923332E-01 0.4030117E-01  8.410608      6.016667    
  2000.4 0.3055360E-01 0.3918419E-01  8.622886      6.016667    
  2001.1 0.3883236E-01 0.4230321E-01  8.056702      4.816667    
  2001.2 0.4372117E-01 0.4411448E-01  8.069782      3.660000    
  2001.3 0.5015893E-01 0.4819249E-01  7.893737      3.170000    
  2001.4 0.6282819E-01 0.5537421E-01  4.684414      1.906667    
  2002.1 0.6836535E-01 0.5705425E-01  4.240874      1.820000    
  2002.2 0.7248092E-01 0.5845793E-01  4.237766      1.716667    
  2002.3 0.7530417E-01 0.5732000E-01  3.036898      1.643333    
  2002.4 0.8185403E-01 0.5851777E-01  2.312487      1.333333    
  2003.1 0.7969503E-01 0.5873963E-01  2.178292      1.156667    
  2003.2 0.7555142E-01 0.6152488E-01  2.520714      1.043333    
  2003.3 0.7111372E-01 0.6107130E-01  2.981994     0.9300000    
  2003.4 0.6786178E-01 0.5820932E-01  3.129218     0.9166667    
  2004.1 0.6784137E-01 0.5687648E-01  2.866159     0.9166667    
  2004.2 0.6354007E-01 0.5595400E-01  3.200641      1.076667    
  2004.3 0.5502413E-01 0.5440757E-01  4.512084      1.486667    
  2004.4 0.5098939E-01 0.5396538E-01  4.962907      2.006667    
  2005.1 0.5222763E-01 0.5292068E-01  5.038524      2.536667    
  2005.2 0.4884853E-01 0.5115378E-01  5.334983      2.863333    
  2005.3 0.4943030E-01 0.4975337E-01  5.712535      3.360000    
  2005.4 0.4667938E-01 0.4964352E-01  4.713442      3.826667    
  2006.1 0.4863187E-01 0.4731667E-01  5.149925      4.393333    
  2006.2 0.5054612E-01 0.4666969E-01  5.487323      4.703333    
  2006.3 0.5347468E-01 0.4655398E-01  4.610862      4.906667    
  2006.4 0.6159521E-01 0.4466963E-01  3.630018      4.903333    
  2007.1 0.6250302E-01 0.4536088E-01  3.191907      4.983333    
  2007.2 0.6477376E-01 0.4507805E-01  3.370862      4.736667    
  2007.3 0.7009999E-01 0.4670151E-01  2.592150      4.303333    
  2007.4 0.7457840E-01 0.4813029E-01  1.710950      3.390000    
  2008.1 0.7943526E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.8285396E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.8575874E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.8790471E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.9359058E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.1010936     0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.1117480     0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.1188935     0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1223523     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1254704     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1299767     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1292281     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1314841     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1261286     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1151315     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1082389     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1073195     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1035637     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9541532E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9795807E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1026786     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1076874     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1118322     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1130709     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1133101     0.7353172E-01  1.040986     0.2222305    
  2014.2 0.1131505     0.7371212E-01  1.169704     0.2267692    
  2014.3 0.1152943     0.7344075E-01 0.1860058E-01 0.2727381    
  2014.4 0.1197822     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1222107     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1230458     0.7041296E-01  0.000000     0.7056998    
  2015.3 0.1199964     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.1163733     0.6810526E-01  0.000000      1.011500    
  2016.1 0.1101936     0.6720077E-01  1.001266      1.148466    
  2016.2 0.1044856     0.6650839E-01  1.707239      1.268463    
  2016.3 0.1026989     0.6602361E-01  1.047544      1.370028    
  2016.4 0.1043114     0.6572500E-01 0.1772987      1.454232    
  2017.1 0.1075429     0.6557762E-01  0.000000      1.523254    
  2017.2 0.1084806     0.6554472E-01  0.000000      1.579320    
  2017.3 0.1095384     0.6559437E-01 0.4873560      1.624370    
  2017.4 0.1073549     0.6569973E-01  1.496340      1.660170    
  2018.1 0.1009426     0.6583532E-01  1.945737      1.688692    
  2018.2 0.9708264E-01 0.6598118E-01  1.898994      1.711782    
  2018.3 0.9376650E-01 0.6612472E-01  1.941883      1.730742    
  2018.4 0.9015789E-01 0.6625905E-01  2.058516      1.746369    
  2019.1 0.8691311E-01 0.6637441E-01  1.822040      1.759767    
  2019.2 0.8406452E-01 0.6646188E-01  1.329016      1.772234    
  2019.3 0.8499114E-01 0.6651811E-01  1.486938      1.784603    
  2019.4 0.8474699E-01 0.6654506E-01  1.768024      1.797049    
  2020.1 0.8770879E-01 0.6654177E-01 0.9795577      1.809908    
  2020.2 0.8741083E-01 0.6650849E-01 0.9465188      1.823601    
  2020.3 0.8272274E-01 0.6644969E-01  1.698551      1.838160    
  2020.4 0.8716658E-01 0.6637212E-01  0.000000      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.265310025407E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     126 IER= 4 F=  0.239085210098E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.19430703867E-06 -0.16680384643E-05 -0.63293039627E-06

X VALUES

  0.49662064209E+00  0.12275907055E+01 -0.29870604073E+00

MEAN OF DEPENDENT VARIABLE   749999.227498648

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.496620642       0.022927650   21.66034
  2       1.100000000       1.227590706       0.068488856   17.92395
  3      -0.100000000      -0.298706041       0.066465156   -4.49417

SE of equation          =      0.010825832
Sum of squared residuals =  0.239085210E-01   0.103262599    
Sum of ABS residuals     =  0.702388819    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99071

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.139334461305E-01

TERMINATION. ITERS=    9 FUNCTION EVALS=     154 IER= 4 F=  0.929809419560E-02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.65984435295E-09  0.31043166945E-08  0.34461973038E-08

X VALUES

  0.56182807020E+00  0.86347614250E+00  0.79465009437E-01

MEAN OF DEPENDENT VARIABLE   749999.241773037

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.561828070       0.016296276   34.47586
  2       1.100000000       0.863476143       0.071106230   12.14347
  3      -0.100000000       0.079465009       0.067168612    1.18307

SE of equation          =      0.006751214
Sum of squared residuals =  0.929809420E-02   0.111926733    
Sum of ABS residuals     =  0.512777703    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98975

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.241850581821E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     118 IER= 4 F=  0.205450996007E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.84522897948E-07 -0.32728940945E-06 -0.29059738331E-06

X VALUES

  0.40721330738E+00  0.92029220993E+00  0.29110291682E-01

MEAN OF DEPENDENT VARIABLE   749999.273020541

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.407213307       0.020911393   19.47328
  2       1.100000000       0.920292210       0.073702387   12.48660
  3      -0.100000000       0.029110292       0.072217173    0.40309

SE of equation          =      0.010344357
Sum of squared residuals =  0.205450996E-01   0.105051292    
Sum of ABS residuals     =  0.727705014    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99965

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.394424673015E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.326512298240E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10259039616E-06  0.59638246564E-06  0.64047560255E-06

X VALUES

  0.48045477168E+00  0.10213805576E+01 -0.79570176326E-01

MEAN OF DEPENDENT VARIABLE   749999.264859856

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.480454772       0.012350773   38.90079
  2       1.100000000       1.021380558       0.070398878   14.50848
  3      -0.100000000      -0.079570176       0.066831838   -1.19060

SE of equation          =      0.012651286
Sum of squared residuals =  0.326512298E-01   0.158695975    
Sum of ABS residuals     =   1.03392624    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94044

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.575490286828E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.575335756653E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.12507776032E-05 -0.22918230654E-04 -0.26298448326E-04

X VALUES

  0.55424771615E+00  0.13024617431E+01 -0.34047592461E+00

MEAN OF DEPENDENT VARIABLE   749999.271320713

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.554247716       0.497867788    1.11324
  2       1.100000000       1.302461743       2.186617147    0.59565
  3      -0.100000000      -0.340475925       2.067032173   -0.16472

SE of equation          =      0.531062456
Sum of squared residuals =   57.5335757        8.15644930    
Sum of ABS residuals     =   9.84016575    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97193

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.274779570511E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.269042484814E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.11754611258E-05  0.56851180476E-06  0.12683245721E-05

X VALUES

  0.53012018784E+00  0.10654492870E+01 -0.31425043890E+00

MEAN OF DEPENDENT VARIABLE   749999.220572153

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.530120188       0.169878400    3.12059
  2       1.100000000       1.065449287       0.212969675    5.00282
  3      -0.100000000      -0.314250439       0.205385069   -1.53005

SE of equation          =      0.114840573
Sum of squared residuals =   2.69042485        2.19643159    
Sum of ABS residuals     =   5.54850506    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93659

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.918595276937E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.852013056083E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.11736730311E-07 -0.30019273947E-06 -0.20634063557E-06

X VALUES

  0.82906819872E+00  0.10341357034E+01 -0.56780854155E-01

MEAN OF DEPENDENT VARIABLE   749999.405497228

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.829068199       0.101973996    8.13019
  2       1.100000000       1.034135703       0.084239303   12.27617
  3      -0.100000000      -0.056780854       0.084088404   -0.67525

SE of equation          =      0.072077747
Sum of squared residuals =  0.852013056        1.54932438    
Sum of ABS residuals     =   5.33023044    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93103

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.437005468149E+00

TERMINATION. ITERS=    8 FUNCTION EVALS=     127 IER= 4 F=  0.392595303719E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.11647325155E-06  0.27254622128E-07  0.21566082253E-07

X VALUES

  0.57404796039E+00  0.63291325057E+00  0.90406543000E-02

MEAN OF DEPENDENT VARIABLE   749999.289012176

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.574047960       0.042315584   13.56588
  2       1.100000000       0.632913251       0.127009560    4.98319
  3      -0.100000000       0.009040654       0.123470767    0.07322

SE of equation          =      0.043868973
Sum of squared residuals =  0.392595304        1.44735853    
Sum of ABS residuals     =   3.66323315    
R squared                =    1.00000
Durbin-Watson statistic  =    1.70315

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.423869692489E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.359878005465E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.29314941417E-05 -0.16837673878E-05  0.70137884286E-06

X VALUES

  0.63482534793E+00  0.73490118447E+00  0.11316061387E+00

MEAN OF DEPENDENT VARIABLE   749999.285501221

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.634825348       0.090193955    7.03845
  2       1.100000000       0.734901184       0.085925924    8.55273
  3      -0.100000000       0.113160614       0.087304690    1.29616

SE of equation          =      0.046844189
Sum of squared residuals =  0.359878005        1.11449875    
Sum of ABS residuals     =   3.33946438    
R squared                =    1.00000
Durbin-Watson statistic  =    1.85705

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.445239886922E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 3 F=  0.364675088739E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.45271612592E-09  0.23763501139E-08  0.29591746260E-08

X VALUES

  0.36172313455E-01  0.91220163346E+00 -0.12193348775E-01

MEAN OF DEPENDENT VARIABLE   749999.246837013

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.036172313       0.107691978    0.33589
  2       1.100000000       0.912201633       0.086101447   10.59450
  3      -0.100000000      -0.012193349       0.087612045   -0.13917

SE of equation          =      0.048349362
Sum of squared residuals =  0.364675089       0.775755578    
Sum of ABS residuals     =   3.50751693    
R squared                =    1.00000
Durbin-Watson statistic  =    1.86052

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.478891657016E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      80 IER= 4 F=  0.336709735028E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.18279115623E-04 -0.68911616153E-06 -0.48938296183E-06

X VALUES

  0.48637650890E+00  0.74956885060E+00 -0.47879530983E+00

MEAN OF DEPENDENT VARIABLE   749999.282403192

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.486376509       0.023859126   20.38534
  2       1.100000000       0.749568851       0.080924425    9.26258
  3      -0.100000000      -0.478795310       0.079856831   -5.99567

SE of equation          =      0.040626813
Sum of squared residuals =  0.336709735        1.22557433    
Sum of ABS residuals     =   3.94946961    
R squared                =    1.00000
Durbin-Watson statistic  =    1.74309

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.938213315172E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.920230498170E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.16843883696E-10 -0.17691537103E-10

X VALUES

  0.10587200467E+01 -0.13335324758E+00

MEAN OF DEPENDENT VARIABLE   749999.274669504

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.058720047       0.139003636    7.61649
  2      -0.100000000      -0.133353248       0.139146094   -0.95837

SE of equation          =      0.028165620
Sum of squared residuals =  0.920230498E-01    1.01405614    
Sum of ABS residuals     =   1.22448375    
R squared                =    1.00000
Durbin-Watson statistic  =    1.56049

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.332549729922E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.323975318578E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.98094470806E-11 -0.58854782940E-11

X VALUES

  0.10752001257E+01 -0.14147826682E+00

MEAN OF DEPENDENT VARIABLE   749999.264800099

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.075200126       0.084034220   12.79479
  2      -0.100000000      -0.141478267       0.083577963   -1.69277

SE of equation          =      0.039851152
Sum of squared residuals =  0.323975319        1.65734953    
Sum of ABS residuals     =   3.57808427    
R squared                =    1.00000
Durbin-Watson statistic  =    1.79405

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4830331E-01 0.5234225E-01  1.202376      1.083667    
  1954.2 0.5274736E-01 0.5783462E-01  1.082869     0.8143333    
  1954.3 0.5252282E-01 0.5970489E-01  1.367112     0.8696667    
  1954.4 0.4993603E-01 0.5361334E-01  1.991380      1.036333    
  1955.1 0.4415878E-01 0.4710636E-01  2.352750      1.256333    
  1955.2 0.3870535E-01 0.4380454E-01  3.333725      1.614333    
  1955.3 0.3257394E-01 0.4109694E-01  4.671388      1.861333    
  1955.4 0.2932296E-01 0.4208878E-01  5.904076      2.349333    
  1956.1 0.2662200E-01 0.4031458E-01  5.937904      2.379333    
  1956.2 0.2215047E-01 0.4190614E-01  5.792555      2.596667    
  1956.3 0.2289190E-01 0.4128671E-01  6.764499      2.596667    
  1956.4 0.2054092E-01 0.4100540E-01  8.454495      3.063667    
  1957.1 0.1807923E-01 0.3946671E-01  8.384109      3.171667    
  1957.2 0.2115550E-01 0.4062513E-01  8.082145      3.157000    
  1957.3 0.2469530E-01 0.4207225E-01  8.390175      3.382333    
  1957.4 0.3059716E-01 0.4923487E-01  8.656203      3.343333    
  1958.1 0.3527529E-01 0.6275076E-01  8.505514      1.838000    
  1958.2 0.4103463E-01 0.7359928E-01  8.105326      1.017667    
  1958.3 0.4566151E-01 0.7309055E-01  8.552355      1.710667    
  1958.4 0.5048651E-01 0.6352766E-01  6.677427      2.787667    
  1959.1 0.6178245E-01 0.5798631E-01  4.643766      2.800333    
  1959.2 0.6507048E-01 0.5104500E-01  4.307421      3.019333    
  1959.3 0.8046793E-01 0.5287044E-01  3.908959      3.533000    
  1959.4 0.8437212E-01 0.5592834E-01  3.246092      4.299333    
  1960.1 0.8933193E-01 0.5159512E-01  1.752696      3.943000    
  1960.2 0.8499516E-01 0.5225835E-01  1.908624      3.092333    
  1960.3 0.7865704E-01 0.5549938E-01  3.061069      2.390333    
  1960.4 0.7893504E-01 0.6251647E-01 0.9824804      2.360667    
  1961.1 0.7664222E-01 0.6773354E-01 0.2708044      2.376667    
  1961.2 0.7444728E-01 0.6971717E-01 0.8073560      2.324667    
  1961.3 0.6909881E-01 0.6749309E-01  1.489741      2.324667    
  1961.4 0.6122631E-01 0.6171891E-01  2.380614      2.475000    
  1962.1 0.5221927E-01 0.5614436E-01  2.794328      2.739000    
  1962.2 0.4489593E-01 0.5482584E-01  3.660452      2.716000    
  1962.3 0.4042371E-01 0.5539051E-01  4.813874      2.858000    
  1962.4 0.3847686E-01 0.5505923E-01  5.934758      2.803333    
  1963.1 0.3643546E-01 0.5779253E-01  5.897697      2.909000    
  1963.2 0.3479267E-01 0.5680856E-01  5.445584      2.941333    
  1963.3 0.3494168E-01 0.5493742E-01  6.345188      3.280667    
  1963.4 0.3351274E-01 0.5572673E-01  7.998257      3.499333    
  1964.1 0.3429051E-01 0.5457706E-01  7.676267      3.538000    
  1964.2 0.3502967E-01 0.5220257E-01  6.578200      3.481333    
  1964.3 0.3889693E-01 0.4989598E-01  6.873383      3.504000    
  1964.4 0.3990541E-01 0.4953597E-01  8.394695      3.685000    
  1965.1 0.4494021E-01 0.4871666E-01  8.436827      3.899667    
  1965.2 0.4833370E-01 0.4655354E-01  7.154270      3.879000    
  1965.3 0.4763396E-01 0.4351989E-01  6.604357      3.859667    
  1965.4 0.4616111E-01 0.4102298E-01  7.182204      4.158667    
  1966.1 0.3999420E-01 0.3848268E-01  7.496564      4.630667    
  1966.2 0.3597096E-01 0.3807639E-01  7.048471      4.597333    
  1966.3 0.3660499E-01 0.3750700E-01  7.016083      5.047667    
  1966.4 0.3494750E-01 0.3683286E-01  7.473794      5.246000    
  1967.1 0.3471063E-01 0.3809930E-01  7.751981      4.533667    
  1967.2 0.3902018E-01 0.3806934E-01  7.726792      3.657333    
  1967.3 0.4309377E-01 0.3784696E-01  8.443573      4.344667    
  1967.4 0.4659844E-01 0.3915978E-01  6.910444      4.787333    
  1968.1 0.5060619E-01 0.3728355E-01  5.214297      5.064667    
  1968.2 0.5361652E-01 0.3537721E-01  4.835119      5.510000    
  1968.3 0.6009801E-01 0.3510557E-01  4.744747      5.226333    
  1968.4 0.6331272E-01 0.3392130E-01  4.889871      5.580667    
  1969.1 0.6537664E-01 0.3376971E-01  4.876511      6.137667    
  1969.2 0.6726473E-01 0.3424592E-01  3.776970      6.240000    
  1969.3 0.6789928E-01 0.3590757E-01  3.164252      7.046667    
  1969.4 0.6623916E-01 0.3581941E-01  3.594164      7.317667    
  1970.1 0.6694039E-01 0.4159508E-01  3.450888      7.262667    
  1970.2 0.6647258E-01 0.4746577E-01  3.334922      6.752333    
  1970.3 0.7018503E-01 0.5169088E-01  3.259794      6.374667    
  1970.4 0.6816861E-01 0.5802797E-01  3.683338      5.358333    
  1971.1 0.6320714E-01 0.5914467E-01  3.744712      3.863333    
  1971.2 0.5605398E-01 0.5907857E-01  4.368813      4.206000    
  1971.3 0.4584048E-01 0.5983336E-01  5.461354      5.050333    
  1971.4 0.3916693E-01 0.5954344E-01  6.547433      4.234333    
  1972.1 0.3513167E-01 0.5768041E-01  7.492833      3.435333    
  1972.2 0.3181068E-01 0.5658509E-01  8.803163      3.748333    
  1972.3 0.3270766E-01 0.5584112E-01  9.564524      4.241333    
  1972.4 0.3107424E-01 0.5304486E-01  10.54184      4.851333    
  1973.1 0.3464958E-01 0.4950510E-01  10.33835      5.639667    
  1973.2 0.4730953E-01 0.4889844E-01  8.964383      6.608333    
  1973.3 0.5871837E-01 0.4793204E-01  7.284695      8.388333    
  1973.4 0.7011777E-01 0.4769321E-01  6.322097      7.461667    
  1974.1 0.7900738E-01 0.5085049E-01  5.607417      7.600333    
  1974.2 0.8611871E-01 0.5161500E-01  4.947667      8.268000    
  1974.3 0.8655189E-01 0.5583721E-01  4.737961      8.286333    
  1974.4 0.8426749E-01 0.6556479E-01  4.601498      7.336000    
  1975.1 0.8272950E-01 0.8217515E-01  4.174752      5.873333    
  1975.2 0.7521466E-01 0.8828988E-01  5.066739      5.400667    
  1975.3 0.6570829E-01 0.8467753E-01  6.903700      6.336667    
  1975.4 0.6458178E-01 0.8259670E-01  5.180501      5.684333    
  1976.1 0.6444102E-01 0.7723461E-01  4.339675      4.953333    
  1976.2 0.6800111E-01 0.7526804E-01  4.245961      5.168667    
  1976.3 0.7246062E-01 0.7700112E-01  4.260140      5.168667    
  1976.4 0.7406701E-01 0.7733424E-01  4.212225      4.698000    
  1977.1 0.7788031E-01 0.7493048E-01  3.932446      4.624000    
  1977.2 0.8164769E-01 0.7104693E-01  3.718336      4.828667    
  1977.3 0.7831792E-01 0.6864221E-01  3.565205      5.472000    
  1977.4 0.7427458E-01 0.6612385E-01  3.685396      6.137000    
  1978.1 0.7230147E-01 0.6326666E-01  3.652962      6.408000    
  1978.2 0.6644568E-01 0.5999476E-01  4.339236      6.481000    
  1978.3 0.5907772E-01 0.6021465E-01  5.128738      7.315333    
  1978.4 0.5483669E-01 0.5883992E-01  5.142331      8.680333    
  1979.1 0.5263510E-01 0.5877879E-01  6.184995      9.357667    
  1979.2 0.5071987E-01 0.5714052E-01  6.672830      9.372333    
  1979.3 0.4775842E-01 0.5868435E-01  6.366897      9.631333    
  1979.4 0.5364884E-01 0.5940129E-01  9.107086      11.80367    
  1980.1 0.5438187E-01 0.6296949E-01  9.651085      13.45867    
  1980.2 0.5376122E-01 0.7323656E-01  6.298078      10.04933    
  1980.3 0.5596129E-01 0.7680771E-01  7.090751      9.235333    
  1980.4 0.5975744E-01 0.7398623E-01  12.12776      13.70967    
  1981.1 0.6655868E-01 0.7426606E-01  10.27167      14.36900    
  1981.2 0.7382598E-01 0.7398937E-01  6.845397      14.82900    
  1981.3 0.7951147E-01 0.7417361E-01  6.959179      15.08733    
  1981.4 0.8081707E-01 0.8241053E-01  9.581762      12.02267    
  1982.1 0.7787746E-01 0.8843563E-01  14.38675      12.89500    
  1982.2 0.7660600E-01 0.9425762E-01  14.08184      12.35900    
  1982.3 0.7421466E-01 0.9942961E-01  11.53155      9.705333    
  1982.4 0.7126498E-01 0.1067659      10.38916      7.935000    
  1983.1 0.6730903E-01 0.1039701      11.47189      8.081333    
  1983.2 0.6567349E-01 0.1010214      11.90578      8.420667    
  1983.3 0.6320516E-01 0.9360138E-01  11.37663      9.186667    
  1983.4 0.6308830E-01 0.8541760E-01  10.83860      8.793333    
  1984.1 0.6586235E-01 0.7871758E-01  10.82437      9.133333    
  1984.2 0.6866797E-01 0.7478733E-01  10.88808      9.843333    
  1984.3 0.6817096E-01 0.7451999E-01  11.80832      10.34333    
  1984.4 0.6727180E-01 0.7283015E-01  10.15327      8.973333    
  1985.1 0.6566606E-01 0.7279936E-01  9.552639      8.183333    
  1985.2 0.6215986E-01 0.7288834E-01  9.992218      7.523333    
  1985.3 0.6139063E-01 0.7210537E-01  10.10028      7.103333    
  1985.4 0.5966841E-01 0.7054201E-01  9.600390      7.146667    
  1986.1 0.5702908E-01 0.7015712E-01  9.699027      6.886667    
  1986.2 0.5314759E-01 0.7180384E-01  10.28599      6.130000    
  1986.3 0.4508349E-01 0.6991001E-01  12.17124      5.533333    
  1986.4 0.3885747E-01 0.6835172E-01  12.42002      5.340000    
  1987.1 0.3869929E-01 0.6620689E-01  12.40985      5.533333    
  1987.2 0.4317089E-01 0.6280795E-01  11.95854      5.733333    
  1987.3 0.4621195E-01 0.6014193E-01  12.62388      6.033333    
  1987.4 0.4903665E-01 0.5868976E-01  10.70297      6.003333    
  1988.1 0.6170249E-01 0.5727587E-01  8.839233      5.760000    
  1988.2 0.6520890E-01 0.5487146E-01  8.563403      6.230000    
  1988.3 0.6062685E-01 0.5492451E-01  9.303316      6.993333    
  1988.4 0.5932172E-01 0.5350265E-01  8.173030      7.703333    
  1989.1 0.5670793E-01 0.5215423E-01  7.559808      8.533333    
  1989.2 0.6027083E-01 0.5244464E-01  7.033929      8.440000    
  1989.3 0.6178358E-01 0.5277223E-01  5.984520      7.850000    
  1989.4 0.6416343E-01 0.5373561E-01  5.145010      7.633333    
  1990.1 0.6329830E-01 0.5300361E-01  5.125936      7.756667    
  1990.2 0.6693355E-01 0.5337414E-01  4.543236      7.766667    
  1990.3 0.7040714E-01 0.5687498E-01  3.348637      7.493333    
  1990.4 0.7452758E-01 0.6113686E-01  2.554059      7.023333    
  1991.1 0.7613986E-01 0.6574073E-01  3.242802      6.053333    
  1991.2 0.7472331E-01 0.6823443E-01  3.894259      5.593333    
  1991.3 0.7543660E-01 0.6853392E-01  3.104200      5.406667    
  1991.4 0.7971034E-01 0.7096660E-01  1.922632      4.583333    
  1992.1 0.8220676E-01 0.7379080E-01  1.324601      3.910000    
  1992.2 0.8231540E-01 0.7594573E-01  1.578478      3.723333    
  1992.3 0.8112225E-01 0.7626478E-01  1.794506      3.130000    
  1992.4 0.8073506E-01 0.7406133E-01  1.788896      3.076667    
  1993.1 0.7927896E-01 0.7149713E-01  1.895341      2.993333    
  1993.2 0.7556736E-01 0.7068857E-01  1.936049      2.983333    
  1993.3 0.7617617E-01 0.6799552E-01  1.718713      3.020000    
  1993.4 0.7516771E-01 0.6619143E-01  1.384623      3.080000    
  1994.1 0.7484681E-01 0.6555817E-01  1.474949      3.250000    
  1994.2 0.7373097E-01 0.6165512E-01  1.129235      4.036667    
  1994.3 0.7215753E-01 0.6001291E-01 0.8892476      4.510000    
  1994.4 0.6890836E-01 0.5619378E-01  1.258904      5.283333    
  1995.1 0.6413169E-01 0.5477964E-01  1.596317      5.780000    
  1995.2 0.6050952E-01 0.5674622E-01  1.956870      5.623333    
  1995.3 0.5686241E-01 0.5658385E-01  2.327713      5.380000    
  1995.4 0.5683913E-01 0.5572015E-01  2.390619      5.270000    
  1996.1 0.5419003E-01 0.5545427E-01  2.388158      4.950000    
  1996.2 0.5327887E-01 0.5470120E-01  3.015871      5.040000    
  1996.3 0.5458472E-01 0.5259294E-01  3.540370      5.136667    
  1996.4 0.5678843E-01 0.5310254E-01  4.135644      4.970000    
  1997.1 0.5995396E-01 0.5223738E-01  4.490541      5.063333    
  1997.2 0.6166579E-01 0.4974959E-01  3.814491      5.073333    
  1997.3 0.6363394E-01 0.4858023E-01  2.500361      5.056667    
  1997.4 0.7117675E-01 0.4680572E-01  1.722415      5.086667    
  1998.1 0.7301525E-01 0.4637954E-01  2.271110      5.053333    
  1998.2 0.7146812E-01 0.4414228E-01  2.706366      4.976667    
  1998.3 0.7259398E-01 0.4528502E-01  2.812820      4.823333    
  1998.4 0.6950671E-01 0.4429607E-01  1.590876      4.253333    
  1999.1 0.6561966E-01 0.4284456E-01  2.235263      4.406667    
  1999.2 0.6554312E-01 0.4248440E-01  2.919380      4.453333    
  1999.3 0.6715962E-01 0.4243400E-01  3.088491      4.650000    
  1999.4 0.6900229E-01 0.4077788E-01  3.143858      5.043333    
  2000.1 0.6447170E-01 0.4048765E-01  3.292854      5.520000    
  2000.2 0.6720648E-01 0.3947782E-01  3.018736      5.713333    
  2000.3 0.7037326E-01 0.4030117E-01  2.232239      6.016667    
  2000.4 0.7255717E-01 0.3918419E-01  1.572394      6.016667    
  2001.1 0.7198724E-01 0.4230321E-01  2.368923      4.816667    
  2001.2 0.6992641E-01 0.4411448E-01  3.003574      3.660000    
  2001.3 0.6886090E-01 0.4819249E-01  2.143301      3.170000    
  2001.4 0.7348848E-01 0.5537421E-01  1.443388      1.906667    
  2002.1 0.7060075E-01 0.5705425E-01  2.029751      1.820000    
  2002.2 0.6610584E-01 0.5845793E-01  2.439388      1.716667    
  2002.3 0.6593936E-01 0.5732000E-01  2.202722      1.643333    
  2002.4 0.6403014E-01 0.5851777E-01  1.871482      1.333333    
  2003.1 0.6143774E-01 0.5873963E-01  2.238059      1.156667    
  2003.2 0.5922875E-01 0.6152488E-01  2.508354      1.043333    
  2003.3 0.5780314E-01 0.6107130E-01  2.640724     0.9300000    
  2003.4 0.5452219E-01 0.5820932E-01  2.933717     0.9166667    
  2004.1 0.5201961E-01 0.5687648E-01  3.414743     0.9166667    
  2004.2 0.5006321E-01 0.5595400E-01  3.205544      1.076667    
  2004.3 0.4859897E-01 0.5440757E-01  2.939066      1.486667    
  2004.4 0.5120515E-01 0.5396538E-01  1.987837      2.006667    
  2005.1 0.5648040E-01 0.5292068E-01  1.724607      2.536667    
  2005.2 0.5777041E-01 0.5115378E-01  1.687530      2.863333    
  2005.3 0.5885976E-01 0.4975337E-01  2.029424      3.360000    
  2005.4 0.5868250E-01 0.4964352E-01  2.359888      3.826667    
  2006.1 0.5679037E-01 0.4731667E-01  2.442504      4.393333    
  2006.2 0.5689664E-01 0.4666969E-01  2.626299      4.703333    
  2006.3 0.5481065E-01 0.4655398E-01  2.701475      4.906667    
  2006.4 0.5252505E-01 0.4466963E-01  2.523960      4.903333    
  2007.1 0.5282950E-01 0.4536088E-01  2.870615      4.983333    
  2007.2 0.5054473E-01 0.4507805E-01  4.167444      4.736667    
  2007.3 0.5073924E-01 0.4670151E-01  4.815408      4.303333    
  2007.4 0.4787003E-01 0.4813029E-01  5.582199      3.390000    
  2008.1 0.4914165E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5343267E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5626033E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6208662E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6968045E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7648663E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8596737E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9311170E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9750354E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1006851     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1093303     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1145116     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1132817     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1112000     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1103028     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1083161     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1032666     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1034484     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1038483     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1026530     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9994240E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9868263E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9626837E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9177224E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8952364E-01 0.7353172E-01 0.2805692     0.2222305    
  2014.2 0.9398601E-01 0.7371212E-01  0.000000     0.2267692    
  2014.3 0.9637845E-01 0.7344075E-01  0.000000     0.2727381    
  2014.4 0.9867720E-01 0.7270034E-01  0.000000     0.3896289    
  2015.1 0.9944409E-01 0.7163268E-01  0.000000     0.5446822    
  2015.2 0.9873368E-01 0.7041296E-01  0.000000     0.7056998    
  2015.3 0.9904665E-01 0.6919799E-01 0.6377671     0.8622789    
  2015.4 0.9679887E-01 0.6810526E-01  1.822339      1.011500    
  2016.1 0.9414442E-01 0.6720077E-01  2.311704      1.148466    
  2016.2 0.9195547E-01 0.6650839E-01  1.795327      1.268463    
  2016.3 0.9093608E-01 0.6602361E-01 0.5828208      1.370028    
  2016.4 0.9490025E-01 0.6572500E-01 0.1059176      1.454232    
  2017.1 0.9477520E-01 0.6557762E-01 0.1166694      1.523254    
  2017.2 0.9300140E-01 0.6554472E-01 0.3070967      1.579320    
  2017.3 0.9433579E-01 0.6559437E-01 0.8844661E-01  1.624370    
  2017.4 0.9331332E-01 0.6569973E-01  0.000000      1.660170    
  2018.1 0.9580614E-01 0.6583532E-01  0.000000      1.688692    
  2018.2 0.9419422E-01 0.6598118E-01 0.2083799      1.711782    
  2018.3 0.9129117E-01 0.6612472E-01 0.9882409      1.730742    
  2018.4 0.8932728E-01 0.6625905E-01  1.000879      1.746369    
  2019.1 0.8860855E-01 0.6637441E-01 0.7033168      1.759767    
  2019.2 0.8940899E-01 0.6646188E-01 0.7025791      1.772234    
  2019.3 0.9010106E-01 0.6651811E-01 0.7975526      1.784603    
  2019.4 0.8947576E-01 0.6654506E-01 0.9417538      1.797049    
  2020.1 0.9354556E-01 0.6654177E-01 0.1462675      1.809908    
  2020.2 0.9367060E-01 0.6650849E-01 0.9951580E-01  1.823601    
  2020.3 0.8977089E-01 0.6644969E-01 0.7664343      1.838160    
  2020.4 0.9385362E-01 0.6637212E-01  0.000000      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.337197645977E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     142 IER= 4 F=  0.283907632579E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.23137419598E-06 -0.65227357609E-07 -0.76056700102E-08

X VALUES

  0.55281268165E+00  0.82151222168E+00  0.43579000258E-01

MEAN OF DEPENDENT VARIABLE   749999.220286491

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.552812682       0.022824934   24.21968
  2       1.100000000       0.821512222       0.070741762   11.61283
  3      -0.100000000       0.043579000       0.065541151    0.66491

SE of equation          =      0.011797051
Sum of squared residuals =  0.283907633E-01   0.169758979    
Sum of ABS residuals     =  0.875577868    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99739

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.297712545457E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     137 IER= 4 F=  0.197973702860E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.53666821676E-07 -0.32918350442E-06 -0.31514410373E-06

X VALUES

  0.67357637427E+00  0.12206880683E+01 -0.27172400257E+00

MEAN OF DEPENDENT VARIABLE   749999.234336670

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.673576374       0.023420577   28.76002
  2       1.100000000       1.220688068       0.068361184   17.85645
  3      -0.100000000      -0.271724003       0.063730941   -4.26361

SE of equation          =      0.009851189
Sum of squared residuals =  0.197973703E-01   0.329433801E-01
Sum of ABS residuals     =  0.821035978    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93049

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.529264658795E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.468037975439E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.12788203044E-06 -0.97894977821E-05 -0.10359201775E-04

X VALUES

  0.56694191965E+00  0.11456413074E+01 -0.21880235453E+00

MEAN OF DEPENDENT VARIABLE   749999.264551892

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.566941920       0.028264152   20.05869
  2       1.100000000       1.145641307       0.070039514   16.35707
  3      -0.100000000      -0.218802355       0.067541292   -3.23953

SE of equation          =      0.015613128
Sum of squared residuals =  0.468037975E-01   0.167766228    
Sum of ABS residuals     =   1.13064066    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97803

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.548200230127E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.480816425058E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.68873536885E-05 -0.12310600567E-03 -0.12556741153E-03

X VALUES

  0.56473462997E+00  0.12278091652E+01 -0.25647588158E+00

MEAN OF DEPENDENT VARIABLE   749999.269775432

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.564734630       0.028013966   20.15904
  2       1.100000000       1.227809165       0.068114966   18.02554
  3      -0.100000000      -0.256475882       0.066096736   -3.88031

SE of equation          =      0.015352339
Sum of squared residuals =  0.480816425E-01  -0.207372991E-01
Sum of ABS residuals     =   1.28817118    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96955

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.344565164698E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.344415011742E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.49386290974E-05 -0.67687125806E-04 -0.73224105185E-04

X VALUES

  0.55979549073E+00  0.12054391428E+01 -0.25714654742E+00

MEAN OF DEPENDENT VARIABLE   749999.268250420

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.559795491       0.562344336    0.99547
  2       1.100000000       1.205439143       1.856899281    0.64917
  3      -0.100000000      -0.257146547       1.746325639   -0.14725

SE of equation          =      0.410890360
Sum of squared residuals =   34.4415012        6.40683517    
Sum of ABS residuals     =   7.95330715    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96387

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.470861364643E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      84 IER= 4 F=  0.467717597891E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.24627194198E-04 -0.58164073215E-05  0.20006026814E-05

X VALUES

  0.43399107942E+00  0.10211365121E+01 -0.17629173274E+00

MEAN OF DEPENDENT VARIABLE   749999.223654874

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.433991079       0.255984723    1.69538
  2       1.100000000       1.021136512       0.308369344    3.31141
  3      -0.100000000      -0.176291733       0.303722014   -0.58044

SE of equation          =      0.151417744
Sum of squared residuals =   4.67717598        2.73768283    
Sum of ABS residuals     =   5.70745929    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96725

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.734157772823E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.614808430903E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.11339432133E-06  0.12888301320E-04  0.13098796491E-04

X VALUES

  0.90266938392E+00  0.12373636697E+01 -0.24253298724E+00

MEAN OF DEPENDENT VARIABLE   749999.406138303

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.902669384       0.083932258   10.75474
  2       1.100000000       1.237363670       0.081175443   15.24308
  3      -0.100000000      -0.242532987       0.081625431   -2.97129

SE of equation          =      0.061227705
Sum of squared residuals =  0.614808431        1.39113041    
Sum of ABS residuals     =   4.62805348    
R squared                =    1.00000
Durbin-Watson statistic  =    1.79963

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.295468141910E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     112 IER= 4 F=  0.262358136302E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.36862111236E-06 -0.43953814905E-06 -0.27351216253E-08

X VALUES

  0.64674631876E+00  0.82951877578E+00 -0.10472687550E+00

MEAN OF DEPENDENT VARIABLE   749999.283851109

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.646746319       0.041695345   15.51124
  2       1.100000000       0.829518776       0.097712960    8.48934
  3      -0.100000000      -0.104726875       0.097681715   -1.07212

SE of equation          =      0.035861808
Sum of squared residuals =  0.262358136        1.50637326    
Sum of ABS residuals     =   3.57669505    
R squared                =    1.00000
Durbin-Watson statistic  =    1.64317

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.771577991104E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      75 IER= 4 F=  0.518766425319E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.14835963817E-04  0.12978526371E-04  0.41010512655E-04

X VALUES

  0.48534910363E+00  0.70629405768E+00 -0.37697992637E+00

MEAN OF DEPENDENT VARIABLE   749999.249115632

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.485349104       0.085927682    5.64834
  2       1.100000000       0.706294058       0.078333331    9.01652
  3      -0.100000000      -0.376979926       0.078199091   -4.82077

SE of equation          =      0.056242421
Sum of squared residuals =  0.518766425       0.275610352    
Sum of ABS residuals     =   3.83465316    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93222

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.262892442992E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.234084416415E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.22630084659E-06  0.31116059016E-05  0.18068545606E-05

X VALUES

  0.41499472846E+00  0.85143431960E+00 -0.71540926181E-01

MEAN OF DEPENDENT VARIABLE   749999.261455574

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.414994728       0.090414348    4.58992
  2       1.100000000       0.851434320       0.079551377   10.70295
  3      -0.100000000      -0.071540926       0.082270094   -0.86959

SE of equation          =      0.038736819
Sum of squared residuals =  0.234084416        1.40976243    
Sum of ABS residuals     =   2.71084789    
R squared                =    1.00000
Durbin-Watson statistic  =    1.83654

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.492335818395E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.408342594980E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.14603871673E-06 -0.59705824539E-06 -0.54190055999E-06

X VALUES

  0.59610404893E+00  0.94103096912E+00 -0.31504501907E+00

MEAN OF DEPENDENT VARIABLE   749999.282853361

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.596104049       0.046327859   12.86708
  2       1.100000000       0.941030969       0.089763633   10.48343
  3      -0.100000000      -0.315045019       0.084971216   -3.70767

SE of equation          =      0.044740132
Sum of squared residuals =  0.408342595        1.05807638    
Sum of ABS residuals     =   4.44466865    
R squared                =    1.00000
Durbin-Watson statistic  =    1.70297

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.726250576299E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      46 IER= 3 F=  0.648684942989E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.14214277135E-11  0.13152061607E-11

X VALUES

  0.63461279034E+00 -0.21103593068E+00

MEAN OF DEPENDENT VARIABLE   749999.259642969

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.634612790       0.164658883    3.85411
  2      -0.100000000      -0.211035931       0.164813979   -1.28045

SE of equation          =      0.023647646
Sum of squared residuals =  0.648684943E-01   0.871580969    
Sum of ABS residuals     =   1.21272860    
R squared                =    1.00000
Durbin-Watson statistic  =    1.08348

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.339850177015E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.333666585754E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.85785777110E-11  0.14211531883E-10

X VALUES

  0.11647626866E+01 -0.19530319352E+00

MEAN OF DEPENDENT VARIABLE   749999.299031182

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.164762687       0.082432519   14.12989
  2      -0.100000000      -0.195303194       0.082538633   -2.36620

SE of equation          =      0.040442806
Sum of squared residuals =  0.333666586        1.69065052    
Sum of ABS residuals     =   3.58566676    
R squared                =    1.00000
Durbin-Watson statistic  =    1.78159

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4570854E-01 0.5234225E-01  1.340692      1.083667    
  1954.2 0.5206297E-01 0.5783462E-01  1.216919     0.8143333    
  1954.3 0.5640540E-01 0.5970489E-01  1.463049     0.8696667    
  1954.4 0.5932417E-01 0.5361334E-01  1.812301      1.036333    
  1955.1 0.5950731E-01 0.4710636E-01  1.376189      1.256333    
  1955.2 0.5454719E-01 0.4380454E-01  1.660601      1.614333    
  1955.3 0.4858671E-01 0.4109694E-01  2.456016      1.861333    
  1955.4 0.4634035E-01 0.4208878E-01  2.807601      2.349333    
  1956.1 0.5162776E-01 0.4031458E-01  2.498295      2.379333    
  1956.2 0.4839022E-01 0.4190614E-01  2.992048      2.596667    
  1956.3 0.3768124E-01 0.4128671E-01  4.378525      2.596667    
  1956.4 0.3260849E-01 0.4100540E-01  4.280548      3.063667    
  1957.1 0.2400295E-01 0.3946671E-01  4.659295      3.171667    
  1957.2 0.2512227E-01 0.4062513E-01  4.847400      3.157000    
  1957.3 0.2641035E-01 0.4207225E-01  4.367781      3.382333    
  1957.4 0.3044619E-01 0.4923487E-01  3.796515      3.343333    
  1958.1 0.3377771E-01 0.6275076E-01  4.109046      1.838000    
  1958.2 0.3216058E-01 0.7359928E-01  4.731836      1.017667    
  1958.3 0.3277458E-01 0.7309055E-01  4.787262      1.710667    
  1958.4 0.3104637E-01 0.6352766E-01  4.439159      2.787667    
  1959.1 0.2893620E-01 0.5798631E-01  4.243002      2.800333    
  1959.2 0.2333100E-01 0.5104500E-01  5.434489      3.019333    
  1959.3 0.3598867E-01 0.5287044E-01  5.388706      3.533000    
  1959.4 0.4774654E-01 0.5592834E-01  2.161661      4.299333    
  1960.1 0.5683027E-01 0.5159512E-01 0.3267152      3.943000    
  1960.2 0.5980142E-01 0.5225835E-01 0.8296967      3.092333    
  1960.3 0.6067340E-01 0.5549938E-01  1.531826      2.390333    
  1960.4 0.6125696E-01 0.6251647E-01  1.197095      2.360667    
  1961.1 0.5706826E-01 0.6773354E-01 0.7420055      2.376667    
  1961.2 0.5188087E-01 0.6971717E-01 0.8484194      2.324667    
  1961.3 0.4753392E-01 0.6749309E-01  1.861653      2.324667    
  1961.4 0.3823949E-01 0.6171891E-01  3.283361      2.475000    
  1962.1 0.2938479E-01 0.5614436E-01  4.215470      2.739000    
  1962.2 0.3143784E-01 0.5482584E-01  3.846738      2.716000    
  1962.3 0.3321559E-01 0.5539051E-01  2.903034      2.858000    
  1962.4 0.3879586E-01 0.5505923E-01  2.439726      2.803333    
  1963.1 0.4225799E-01 0.5779253E-01  2.315406      2.909000    
  1963.2 0.4295302E-01 0.5680856E-01  2.798797      2.941333    
  1963.3 0.4238811E-01 0.5493742E-01  3.418756      3.280667    
  1963.4 0.4483039E-01 0.5572673E-01  3.426801      3.499333    
  1964.1 0.4321552E-01 0.5457706E-01  3.645025      3.538000    
  1964.2 0.4550488E-01 0.5220257E-01  3.758021      3.481333    
  1964.3 0.4851815E-01 0.4989598E-01  3.986026      3.504000    
  1964.4 0.5190324E-01 0.4953597E-01  4.442976      3.685000    
  1965.1 0.6526115E-01 0.4871666E-01  3.940664      3.899667    
  1965.2 0.6813483E-01 0.4655354E-01  3.464781      3.879000    
  1965.3 0.5852904E-01 0.4351989E-01  4.218874      3.859667    
  1965.4 0.5311787E-01 0.4102298E-01  4.269503      4.158667    
  1966.1 0.4976560E-01 0.3848268E-01  4.333558      4.630667    
  1966.2 0.4833546E-01 0.3807639E-01  4.103386      4.597333    
  1966.3 0.4574023E-01 0.3750700E-01  4.001782      5.047667    
  1966.4 0.4446932E-01 0.3683286E-01  3.776194      5.246000    
  1967.1 0.4005638E-01 0.3809930E-01  3.732778      4.533667    
  1967.2 0.3560871E-01 0.3806934E-01  4.526521      3.657333    
  1967.3 0.3514219E-01 0.3784696E-01  5.148852      4.344667    
  1967.4 0.3756319E-01 0.3915978E-01  5.217239      4.787333    
  1968.1 0.3655024E-01 0.3728355E-01  4.801115      5.064667    
  1968.2 0.3753868E-01 0.3537721E-01  4.825396      5.510000    
  1968.3 0.3600370E-01 0.3510557E-01  5.148765      5.226333    
  1968.4 0.3638919E-01 0.3392130E-01  5.362596      5.580667    
  1969.1 0.3792263E-01 0.3376971E-01  5.675899      6.137667    
  1969.2 0.4807951E-01 0.3424592E-01  3.135458      6.240000    
  1969.3 0.4556374E-01 0.3590757E-01  1.933405      7.046667    
  1969.4 0.4025602E-01 0.3581941E-01  4.399045      7.317667    
  1970.1 0.3345471E-01 0.4159508E-01  5.823410      7.262667    
  1970.2 0.3013768E-01 0.4746577E-01  6.073395      6.752333    
  1970.3 0.2582986E-01 0.5169088E-01  6.316126      6.374667    
  1970.4 0.2229803E-01 0.5802797E-01  6.805771      5.358333    
  1971.1 0.1743499E-01 0.5914467E-01  6.906921      3.863333    
  1971.2 0.1496991E-01 0.5907857E-01  7.516047      4.206000    
  1971.3 0.1835773E-01 0.5983336E-01  7.482002      5.050333    
  1971.4 0.2268621E-01 0.5954344E-01  7.198693      4.234333    
  1972.1 0.2863701E-01 0.5768041E-01  6.933626      3.435333    
  1972.2 0.3260309E-01 0.5658509E-01  7.145847      3.748333    
  1972.3 0.3574892E-01 0.5584112E-01  7.394929      4.241333    
  1972.4 0.3984913E-01 0.5304486E-01  7.029662      4.851333    
  1973.1 0.4535367E-01 0.4950510E-01  6.892768      5.639667    
  1973.2 0.5716917E-01 0.4889844E-01  4.648251      6.608333    
  1973.3 0.5578545E-01 0.4793204E-01  3.867580      8.388333    
  1973.4 0.4987000E-01 0.4769321E-01  6.402255      7.461667    
  1974.1 0.4220407E-01 0.5085049E-01  7.998228      7.600333    
  1974.2 0.3526813E-01 0.5161500E-01  8.418716      8.268000    
  1974.3 0.3319318E-01 0.5583721E-01  8.854476      8.286333    
  1974.4 0.3708067E-01 0.6556479E-01  8.812686      7.336000    
  1975.1 0.3738952E-01 0.8217515E-01  9.172626      5.873333    
  1975.2 0.4170101E-01 0.8828988E-01  9.200771      5.400667    
  1975.3 0.4615388E-01 0.8467753E-01  9.249153      6.336667    
  1975.4 0.4843635E-01 0.8259670E-01  8.939986      5.684333    
  1976.1 0.5413632E-01 0.7723461E-01  8.366245      4.953333    
  1976.2 0.6061985E-01 0.7526804E-01  7.537007      5.168667    
  1976.3 0.6541907E-01 0.7700112E-01  7.397398      5.168667    
  1976.4 0.6572267E-01 0.7733424E-01  7.654332      4.698000    
  1977.1 0.6562895E-01 0.7493048E-01  8.018389      4.624000    
  1977.2 0.6153513E-01 0.7104693E-01  8.354182      4.828667    
  1977.3 0.5879478E-01 0.6864221E-01  8.387317      5.472000    
  1977.4 0.5448074E-01 0.6612385E-01  8.208346      6.137000    
  1978.1 0.5010424E-01 0.6326666E-01  8.664648      6.408000    
  1978.2 0.4738564E-01 0.5999476E-01  9.619459      6.481000    
  1978.3 0.4604196E-01 0.6021465E-01  9.957439      7.315333    
  1978.4 0.4615415E-01 0.5883992E-01  9.739882      8.680333    
  1979.1 0.4805530E-01 0.5877879E-01  9.509414      9.357667    
  1979.2 0.5227808E-01 0.5714052E-01  9.270400      9.372333    
  1979.3 0.5280701E-01 0.5868435E-01  9.107971      9.631333    
  1979.4 0.5329048E-01 0.5940129E-01  11.83624      11.80367    
  1980.1 0.5924835E-01 0.6296949E-01  10.45403      13.45867    
  1980.2 0.5509358E-01 0.7323656E-01  11.13148      10.04933    
  1980.3 0.4785964E-01 0.7680771E-01  13.57002      9.235333    
  1980.4 0.4728826E-01 0.7398623E-01  16.36250      13.70967    
  1981.1 0.4826750E-01 0.7426606E-01  15.67112      14.36900    
  1981.2 0.5518870E-01 0.7398937E-01  17.65020      14.82900    
  1981.3 0.6335982E-01 0.7417361E-01  15.95729      15.08733    
  1981.4 0.7146770E-01 0.8241053E-01  13.92527      12.02267    
  1982.1 0.8057526E-01 0.8843563E-01  15.34194      12.89500    
  1982.2 0.8881077E-01 0.9425762E-01  13.16422      12.35900    
  1982.3 0.9339395E-01 0.9942961E-01  9.181593      9.705333    
  1982.4 0.9547603E-01 0.1067659      7.278781      7.935000    
  1983.1 0.9371459E-01 0.1039701      7.652982      8.081333    
  1983.2 0.9247279E-01 0.1010214      8.265603      8.420667    
  1983.3 0.8665821E-01 0.9360138E-01  9.247515      9.186667    
  1983.4 0.8139612E-01 0.8541760E-01  7.565420      8.793333    
  1984.1 0.7802271E-01 0.7871758E-01  6.910061      9.133333    
  1984.2 0.6902482E-01 0.7478733E-01  7.777739      9.843333    
  1984.3 0.6358836E-01 0.7451999E-01  8.744149      10.34333    
  1984.4 0.5488025E-01 0.7283015E-01  7.904435      8.973333    
  1985.1 0.5182991E-01 0.7279936E-01  7.598417      8.183333    
  1985.2 0.5021065E-01 0.7288834E-01  7.814881      7.523333    
  1985.3 0.4879185E-01 0.7210537E-01  7.363899      7.103333    
  1985.4 0.4643359E-01 0.7054201E-01  7.246686      7.146667    
  1986.1 0.4634999E-01 0.7015712E-01  6.399254      6.886667    
  1986.2 0.4469853E-01 0.7180384E-01  6.368344      6.130000    
  1986.3 0.3964557E-01 0.6991001E-01  7.121478      5.533333    
  1986.4 0.3495059E-01 0.6835172E-01  7.374609      5.340000    
  1987.1 0.3182543E-01 0.6620689E-01  8.100861      5.533333    
  1987.2 0.3089498E-01 0.6280795E-01  8.593734      5.733333    
  1987.3 0.3655676E-01 0.6014193E-01  8.907960      6.033333    
  1987.4 0.3771513E-01 0.5868976E-01  7.518190      6.003333    
  1988.1 0.3846626E-01 0.5727587E-01  6.903675      5.760000    
  1988.2 0.4142690E-01 0.5487146E-01  6.723049      6.230000    
  1988.3 0.4501137E-01 0.5492451E-01  6.714716      6.993333    
  1988.4 0.4672738E-01 0.5350265E-01  6.487141      7.703333    
  1989.1 0.5066685E-01 0.5215423E-01  5.690939      8.533333    
  1989.2 0.5065960E-01 0.5244464E-01  5.298240      8.440000    
  1989.3 0.4827390E-01 0.5277223E-01  5.229147      7.850000    
  1989.4 0.4772756E-01 0.5373561E-01  4.691014      7.633333    
  1990.1 0.4763264E-01 0.5300361E-01  4.565709      7.756667    
  1990.2 0.4587217E-01 0.5337414E-01  4.342782      7.766667    
  1990.3 0.4571064E-01 0.5687498E-01  4.646221      7.493333    
  1990.4 0.4388662E-01 0.6113686E-01  5.246976      7.023333    
  1991.1 0.4197952E-01 0.6574073E-01  5.143524      6.053333    
  1991.2 0.3838070E-01 0.6823443E-01  5.369557      5.593333    
  1991.3 0.3478224E-01 0.6853392E-01  5.739311      5.406667    
  1991.4 0.3506775E-01 0.7096660E-01  5.296368      4.583333    
  1992.1 0.3647992E-01 0.7379080E-01  5.393389      3.910000    
  1992.2 0.3829681E-01 0.7594573E-01  5.967612      3.723333    
  1992.3 0.3854542E-01 0.7626478E-01  6.307369      3.130000    
  1992.4 0.4012150E-01 0.7406133E-01  6.365885      3.076667    
  1993.1 0.4035315E-01 0.7149713E-01  6.889706      2.993333    
  1993.2 0.4210305E-01 0.7068857E-01  6.839090      2.983333    
  1993.3 0.4606398E-01 0.6799552E-01  6.672171      3.020000    
  1993.4 0.5104545E-01 0.6619143E-01  6.774523      3.080000    
  1994.1 0.5661153E-01 0.6555817E-01  6.361367      3.250000    
  1994.2 0.6015951E-01 0.6165512E-01  5.310990      4.036667    
  1994.3 0.6061846E-01 0.6001291E-01  4.980364      4.510000    
  1994.4 0.5770564E-01 0.5619378E-01  5.482268      5.283333    
  1995.1 0.5283927E-01 0.5477964E-01  5.797515      5.780000    
  1995.2 0.4911729E-01 0.5674622E-01  6.034989      5.623333    
  1995.3 0.4539689E-01 0.5658385E-01  6.279683      5.380000    
  1995.4 0.4311652E-01 0.5572015E-01  6.343707      5.270000    
  1996.1 0.4541759E-01 0.5545427E-01  5.838351      4.950000    
  1996.2 0.4903598E-01 0.5470120E-01  5.079088      5.040000    
  1996.3 0.4987752E-01 0.5259294E-01  4.420880      5.136667    
  1996.4 0.5188952E-01 0.5310254E-01  3.566412      4.970000    
  1997.1 0.5129347E-01 0.5223738E-01  3.696737      5.063333    
  1997.2 0.4989214E-01 0.4974959E-01  4.010405      5.073333    
  1997.3 0.4792098E-01 0.4858023E-01  4.302592      5.056667    
  1997.4 0.4418528E-01 0.4680572E-01  4.317751      5.086667    
  1998.1 0.4729275E-01 0.4637954E-01  3.727352      5.053333    
  1998.2 0.4873522E-01 0.4414228E-01  2.956339      4.976667    
  1998.3 0.4666095E-01 0.4528502E-01  2.800210      4.823333    
  1998.4 0.4610878E-01 0.4429607E-01  2.302494      4.253333    
  1999.1 0.4418896E-01 0.4284456E-01  3.017013      4.406667    
  1999.2 0.4306714E-01 0.4248440E-01  3.366273      4.453333    
  1999.3 0.4195240E-01 0.4243400E-01  3.648489      4.650000    
  1999.4 0.3879008E-01 0.4077788E-01  4.155809      5.043333    
  2000.1 0.3298657E-01 0.4048765E-01  5.897992      5.520000    
  2000.2 0.3298206E-01 0.3947782E-01  6.747109      5.713333    
  2000.3 0.3241407E-01 0.4030117E-01  7.649575      6.016667    
  2000.4 0.3127108E-01 0.3918419E-01  6.300773      6.016667    
  2001.1 0.3533884E-01 0.4230321E-01  5.495005      4.816667    
  2001.2 0.3428222E-01 0.4411448E-01  6.592748      3.660000    
  2001.3 0.3379744E-01 0.4819249E-01  8.012070      3.170000    
  2001.4 0.3330119E-01 0.5537421E-01  8.139969      1.906667    
  2002.1 0.3523183E-01 0.5705425E-01  7.855110      1.820000    
  2002.2 0.3530664E-01 0.5845793E-01  7.411322      1.716667    
  2002.3 0.3894960E-01 0.5732000E-01  7.015082      1.643333    
  2002.4 0.4019532E-01 0.5851777E-01  6.676935      1.333333    
  2003.1 0.4058559E-01 0.5873963E-01  6.485336      1.156667    
  2003.2 0.4081474E-01 0.6152488E-01  6.266490      1.043333    
  2003.3 0.4231052E-01 0.6107130E-01  6.025848     0.9300000    
  2003.4 0.4350906E-01 0.5820932E-01  5.848862     0.9166667    
  2004.1 0.4211557E-01 0.5687648E-01  6.027258     0.9166667    
  2004.2 0.3931294E-01 0.5595400E-01  6.211060      1.076667    
  2004.3 0.3703746E-01 0.5440757E-01  6.244732      1.486667    
  2004.4 0.3562352E-01 0.5396538E-01  5.813043      2.006667    
  2005.1 0.3414994E-01 0.5292068E-01  5.891133      2.536667    
  2005.2 0.3164111E-01 0.5115378E-01  6.798333      2.863333    
  2005.3 0.2824348E-01 0.4975337E-01  7.922869      3.360000    
  2005.4 0.2922655E-01 0.4964352E-01  8.674389      3.826667    
  2006.1 0.2779521E-01 0.4731667E-01  8.885802      4.393333    
  2006.2 0.3096784E-01 0.4666969E-01  8.620157      4.703333    
  2006.3 0.3698096E-01 0.4655398E-01  8.529766      4.906667    
  2006.4 0.4456494E-01 0.4466963E-01  8.078280      4.903333    
  2007.1 0.5185721E-01 0.4536088E-01  7.054646      4.983333    
  2007.2 0.5925323E-01 0.4507805E-01  6.128253      4.736667    
  2007.3 0.6457824E-01 0.4670151E-01  4.871287      4.303333    
  2007.4 0.6583624E-01 0.4813029E-01  4.375555      3.390000    
  2008.1 0.6805379E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.6950118E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.7033317E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.7113653E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7552266E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8127089E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8669227E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8698135E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9282285E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9664195E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1006084     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1008292     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9968367E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9765500E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9626555E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9312186E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8702253E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.7935142E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.7426089E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7078155E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.6798925E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.6481149E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.6670630E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.6523397E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.6684144E-01 0.7353172E-01  1.359203     0.2222305    
  2014.2 0.7089680E-01 0.7371212E-01  1.654189     0.2267692    
  2014.3 0.7372874E-01 0.7344075E-01  1.390869     0.2727381    
  2014.4 0.7612931E-01 0.7270034E-01  1.367670     0.3896289    
  2015.1 0.7659270E-01 0.7163268E-01  1.222770     0.5446822    
  2015.2 0.7778988E-01 0.7041296E-01 0.9712901     0.7056998    
  2015.3 0.7924631E-01 0.6919799E-01 0.7251685     0.8622789    
  2015.4 0.7972601E-01 0.6810526E-01 0.7510511      1.011500    
  2016.1 0.8117901E-01 0.6720077E-01 0.7234368      1.148466    
  2016.2 0.7823764E-01 0.6650839E-01  1.531030      1.268463    
  2016.3 0.7702810E-01 0.6602361E-01  2.247491      1.370028    
  2016.4 0.7449089E-01 0.6572500E-01  2.947330      1.454232    
  2017.1 0.7536240E-01 0.6557762E-01  3.371192      1.523254    
  2017.2 0.7807127E-01 0.6554472E-01  2.952485      1.579320    
  2017.3 0.7901837E-01 0.6559437E-01  2.566703      1.624370    
  2017.4 0.7939116E-01 0.6569973E-01  2.628227      1.660170    
  2018.1 0.7668161E-01 0.6583532E-01  3.632824      1.688692    
  2018.2 0.7554894E-01 0.6598118E-01  4.092964      1.711782    
  2018.3 0.7277514E-01 0.6612472E-01  4.082462      1.730742    
  2018.4 0.6843191E-01 0.6625905E-01  4.224557      1.746369    
  2019.1 0.6558735E-01 0.6637441E-01  4.562258      1.759767    
  2019.2 0.7070938E-01 0.6646188E-01  3.846834      1.772234    
  2019.3 0.7362349E-01 0.6651811E-01  2.560455      1.784603    
  2019.4 0.7656235E-01 0.6654506E-01  1.959326      1.797049    
  2020.1 0.7792980E-01 0.6654177E-01  2.425525      1.809908    
  2020.2 0.8174854E-01 0.6650849E-01 0.6516377      1.823601    
  2020.3 0.7324910E-01 0.6644969E-01  0.000000      1.838160    
  2020.4 0.6180672E-01 0.6637212E-01  2.536900      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.464733865149E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     126 IER= 4 F=  0.411419624274E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.32784295551E-06 -0.31829194099E-06 -0.52713355546E-06

X VALUES

  0.48789468731E+00  0.88683252774E+00 -0.45913366060E-01

MEAN OF DEPENDENT VARIABLE   749999.223648524

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.487894687       0.025916804   18.82542
  2       1.100000000       0.886832528       0.070576490   12.56555
  3      -0.100000000      -0.045913366       0.066885126   -0.68645

SE of equation          =      0.014201278
Sum of squared residuals =  0.411419624E-01   0.144118673    
Sum of ABS residuals     =  0.918841127    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99247

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.303904987290E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     138 IER= 4 F=  0.180613837565E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.35262623709E-07  0.48483762373E-05  0.53524953906E-05

X VALUES

  0.69639149020E+00  0.97590142383E+00 -0.55542292307E-01

MEAN OF DEPENDENT VARIABLE   749999.228984346

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.696391490       0.022310706   31.21333
  2       1.100000000       0.975901424       0.074285844   13.13711
  3      -0.100000000      -0.055542292       0.068166660   -0.81480

SE of equation          =      0.009409367
Sum of squared residuals =  0.180613838E-01  -0.181587313    
Sum of ABS residuals     =  0.777727366    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98143

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.360304785963E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     106 IER= 4 F=  0.265778747820E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.20902067116E-06  0.97580092218E-06  0.69370406372E-06

X VALUES

  0.45758249536E+00  0.11722151378E+01 -0.31777374927E+00

MEAN OF DEPENDENT VARIABLE   749999.250307352

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.457582495       0.025037088   18.27619
  2       1.100000000       1.172215138       0.066891502   17.52413
  3      -0.100000000      -0.317773749       0.061898282   -5.13381

SE of equation          =      0.011765476
Sum of squared residuals =  0.265778748E-01   0.775567658E-01
Sum of ABS residuals     =  0.837683156    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99316

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.594037894712E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.503843103966E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.10625018044E-05 -0.12932586517E-05 -0.15618616003E-05

X VALUES

  0.48796271771E+00  0.14056679471E+01 -0.42013723378E+00

MEAN OF DEPENDENT VARIABLE   749999.212678524

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.487962718       0.005932877   82.24723
  2       1.100000000       1.405667947       0.065555806   21.44231
  3      -0.100000000      -0.420137234       0.065046484   -6.45903

SE of equation          =      0.015715658
Sum of squared residuals =  0.503843104E-01  -0.541141998    
Sum of ABS residuals     =   1.39699010    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99034

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.735214393153E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     106 IER= 4 F=  0.735057581922E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.18103336550E-05  0.12855046605E-04  0.12196576865E-04

X VALUES

  0.49234100088E+00  0.12098801587E+01 -0.26585595921E+00

MEAN OF DEPENDENT VARIABLE   749999.248723886

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.492341001       0.780206379    0.63104
  2       1.100000000       1.209880159       2.745483193    0.44068
  3      -0.100000000      -0.265855959       2.570274835   -0.10343

SE of equation          =      0.600268560
Sum of squared residuals =   73.5057582        9.07649710    
Sum of ABS residuals     =   10.8606907    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96910

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.449019366690E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.443369299129E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.35803183296E-05  0.21037690726E-04  0.29803591763E-04

X VALUES

  0.71368264846E+00  0.10453082061E+01 -0.31363176667E+00

MEAN OF DEPENDENT VARIABLE   749999.219321790

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.713682648       0.226646843    3.14888
  2       1.100000000       1.045308206       0.297365991    3.51522
  3      -0.100000000      -0.313631767       0.279982572   -1.12018

SE of equation          =      0.147423842
Sum of squared residuals =   4.43369299        2.46688723    
Sum of ABS residuals     =   5.84996982    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93510

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.572258716697E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      80 IER= 4 F=  0.538189979826E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.11730624251E-04 -0.22397267108E-04 -0.14324439187E-04

X VALUES

  0.75842244443E+00  0.10971722436E+01 -0.13452158636E+00

MEAN OF DEPENDENT VARIABLE   749999.355609739

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.758422444       0.096614054    7.85002
  2       1.100000000       1.097172244       0.081766902   13.41829
  3      -0.100000000      -0.134521586       0.080971002   -1.66136

SE of equation          =      0.057285655
Sum of squared residuals =  0.538189980        1.16527198    
Sum of ABS residuals     =   4.09381467    
R squared                =    1.00000
Durbin-Watson statistic  =    1.86214

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.353456470110E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     113 IER= 4 F=  0.304914059404E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.90653882082E-05 -0.78312493207E-06 -0.23319698493E-07

X VALUES

  0.53800630754E+00  0.67816522416E+00 -0.16576354305E+00

MEAN OF DEPENDENT VARIABLE   749999.294719225

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.538006308       0.026714430   20.13917
  2       1.100000000       0.678165224       0.112268059    6.04059
  3      -0.100000000      -0.165763543       0.107874788   -1.53663

SE of equation          =      0.038661050
Sum of squared residuals =  0.304914059        1.26605915    
Sum of ABS residuals     =   3.72507079    
R squared                =    1.00000
Durbin-Watson statistic  =    1.56807

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.337552780049E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     113 IER= 4 F=  0.222619035317E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.14382981063E-04 -0.98588622273E-05 -0.15126823183E-04

X VALUES

  0.94607325586E+00  0.51237677909E+00  0.19510084598E+00

MEAN OF DEPENDENT VARIABLE   749999.293291605

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.946073256       0.069318626   13.64818
  2       1.100000000       0.512376779       0.082251005    6.22943
  3      -0.100000000       0.195100846       0.081452266    2.39528

SE of equation          =      0.036843360
Sum of squared residuals =  0.222619035       0.579379559    
Sum of ABS residuals     =   2.85756116    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93602

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.246656077951E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     113 IER= 4 F=  0.219724364774E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.85602454274E-08 -0.30023684968E-07 -0.31265015917E-07

X VALUES

  0.18402134419E+00  0.99698881385E+00 -0.40690095485E-01

MEAN OF DEPENDENT VARIABLE   749999.229546799

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.184021344       0.078711255    2.33793
  2       1.100000000       0.996988814       0.080196984   12.43175
  3      -0.100000000      -0.040690095       0.082500681   -0.49321

SE of equation          =      0.037529848
Sum of squared residuals =  0.219724365       0.275996785E-01
Sum of ABS residuals     =   2.56199635    
R squared                =    1.00000
Durbin-Watson statistic  =    1.85903

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.465769077535E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     108 IER= 4 F=  0.339902630065E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.10298937872E-04  0.44035570110E-05  0.22535573464E-06

X VALUES

  0.45112581686E+00  0.98417769677E+00 -0.56516175623E+00

MEAN OF DEPENDENT VARIABLE   749999.280664012

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.451125817       0.029698139   15.19037
  2       1.100000000       0.984177697       0.085731573   11.47976
  3      -0.100000000      -0.565161756       0.082178509   -6.87725

SE of equation          =      0.040818983
Sum of squared residuals =  0.339902630        1.51129200    
Sum of ABS residuals     =   3.71400937    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69258

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.636142023795E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.626666061119E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.67152402015E-11  0.66058067085E-11

X VALUES

  0.11883012000E+01 -0.24159738066E+00

MEAN OF DEPENDENT VARIABLE   749999.282715726

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.188301200       0.163053324    7.28781
  2      -0.100000000      -0.241597381       0.163790940   -1.47504

SE of equation          =      0.023242835
Sum of squared residuals =  0.626666061E-01   0.847737322    
Sum of ABS residuals     =   1.21414656    
R squared                =    1.00000
Durbin-Watson statistic  =    1.42475

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.174183172964E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.171054473829E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.43596311095E-10  0.44540033107E-10

X VALUES

  0.12892155141E+01 -0.29600109155E+00

MEAN OF DEPENDENT VARIABLE   749999.194340295

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.289215514       0.102867984   12.53272
  2      -0.100000000      -0.296001092       0.103223203   -2.86758

SE of equation          =      0.028956905
Sum of squared residuals =  0.171054474       0.704627126    
Sum of ABS residuals     =   2.72015710    
R squared                =    1.00000
Durbin-Watson statistic  =    1.59137

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4904606E-01 0.5234225E-01 0.9220328      1.083667    
  1954.2 0.5817489E-01 0.5783462E-01 0.6546851     0.8143333    
  1954.3 0.6335726E-01 0.5970489E-01 0.5738425     0.8696667    
  1954.4 0.6725582E-01 0.5361334E-01 0.3834117      1.036333    
  1955.1 0.6876489E-01 0.4710636E-01  1.013658      1.256333    
  1955.2 0.7049506E-01 0.4380454E-01  1.253674      1.614333    
  1955.3 0.6814896E-01 0.4109694E-01  1.168612      1.861333    
  1955.4 0.6577836E-01 0.4208878E-01  1.431841      2.349333    
  1956.1 0.5897816E-01 0.4031458E-01  2.268159      2.379333    
  1956.2 0.5234642E-01 0.4190614E-01  3.120614      2.596667    
  1956.3 0.4607278E-01 0.4128671E-01  3.811536      2.596667    
  1956.4 0.3892280E-01 0.4100540E-01  4.398589      3.063667    
  1957.1 0.3029493E-01 0.3946671E-01  4.920435      3.171667    
  1957.2 0.2574039E-01 0.4062513E-01  5.441721      3.157000    
  1957.3 0.2455347E-01 0.4207225E-01  5.706407      3.382333    
  1957.4 0.2392094E-01 0.4923487E-01  6.001980      3.343333    
  1958.1 0.2192355E-01 0.6275076E-01  6.974795      1.838000    
  1958.2 0.1814258E-01 0.7359928E-01  7.830196      1.017667    
  1958.3 0.1826057E-01 0.7309055E-01  8.180277      1.710667    
  1958.4 0.1543409E-01 0.6352766E-01  7.199227      2.787667    
  1959.1 0.2087353E-01 0.5798631E-01  6.873317      2.800333    
  1959.2 0.2580454E-01 0.5104500E-01  6.351271      3.019333    
  1959.3 0.4813204E-01 0.5287044E-01  4.349694      3.533000    
  1959.4 0.6159192E-01 0.5592834E-01  2.005592      4.299333    
  1960.1 0.6569046E-01 0.5159512E-01 0.9871558      3.943000    
  1960.2 0.6411989E-01 0.5225835E-01  1.095871      3.092333    
  1960.3 0.6368873E-01 0.5549938E-01  1.748393      2.390333    
  1960.4 0.5760402E-01 0.6251647E-01  2.497188      2.360667    
  1961.1 0.5291406E-01 0.6773354E-01  3.222034      2.376667    
  1961.2 0.5223259E-01 0.6971717E-01  3.664960      2.324667    
  1961.3 0.4907326E-01 0.6749309E-01  5.119340      2.324667    
  1961.4 0.4466205E-01 0.6171891E-01  4.501895      2.475000    
  1962.1 0.4069226E-01 0.5614436E-01  4.430061      2.739000    
  1962.2 0.4023428E-01 0.5482584E-01  4.861912      2.716000    
  1962.3 0.3498302E-01 0.5539051E-01  6.472374      2.858000    
  1962.4 0.3340684E-01 0.5505923E-01  6.649569      2.803333    
  1963.1 0.3456281E-01 0.5779253E-01  6.955807      2.909000    
  1963.2 0.3527826E-01 0.5680856E-01  6.938245      2.941333    
  1963.3 0.3678596E-01 0.5493742E-01  6.465714      3.280667    
  1963.4 0.4456208E-01 0.5572673E-01  5.684648      3.499333    
  1964.1 0.5150822E-01 0.5457706E-01  5.215711      3.538000    
  1964.2 0.5653409E-01 0.5220257E-01  4.900960      3.481333    
  1964.3 0.5618608E-01 0.4989598E-01  4.878939      3.504000    
  1964.4 0.5170029E-01 0.4953597E-01  5.417875      3.685000    
  1965.1 0.5404527E-01 0.4871666E-01  5.450876      3.899667    
  1965.2 0.5297168E-01 0.4655354E-01  5.048994      3.879000    
  1965.3 0.4752812E-01 0.4351989E-01  5.286810      3.859667    
  1965.4 0.4410031E-01 0.4102298E-01  5.543051      4.158667    
  1966.1 0.4047289E-01 0.3848268E-01  5.721254      4.630667    
  1966.2 0.3529307E-01 0.3807639E-01  5.727365      4.597333    
  1966.3 0.3270578E-01 0.3750700E-01  6.802477      5.047667    
  1966.4 0.2785843E-01 0.3683286E-01  8.727106      5.246000    
  1967.1 0.2053578E-01 0.3809930E-01  9.449839      4.533667    
  1967.2 0.1966173E-01 0.3806934E-01  9.242221      3.657333    
  1967.3 0.2294000E-01 0.3784696E-01  9.089322      4.344667    
  1967.4 0.2792237E-01 0.3915978E-01  9.311430      4.787333    
  1968.1 0.3962014E-01 0.3728355E-01  8.763607      5.064667    
  1968.2 0.4123733E-01 0.3537721E-01  8.469010      5.510000    
  1968.3 0.3480619E-01 0.3510557E-01  8.940943      5.226333    
  1968.4 0.3784353E-01 0.3392130E-01  8.092921      5.580667    
  1969.1 0.3730542E-01 0.3376971E-01  7.519176      6.137667    
  1969.2 0.3651013E-01 0.3424592E-01  7.517321      6.240000    
  1969.3 0.3399885E-01 0.3590757E-01  7.827790      7.046667    
  1969.4 0.3709038E-01 0.3581941E-01  7.798043      7.317667    
  1970.1 0.3747837E-01 0.4159508E-01  7.813368      7.262667    
  1970.2 0.4031088E-01 0.4746577E-01  7.892173      6.752333    
  1970.3 0.4233340E-01 0.5169088E-01  7.916879      6.374667    
  1970.4 0.4433166E-01 0.5802797E-01  7.837186      5.358333    
  1971.1 0.4645616E-01 0.5914467E-01  7.690035      3.863333    
  1971.2 0.4768110E-01 0.5907857E-01  7.735687      4.206000    
  1971.3 0.4140503E-01 0.5983336E-01  9.128337      5.050333    
  1971.4 0.3922231E-01 0.5954344E-01  9.340646      4.234333    
  1972.1 0.3704199E-01 0.5768041E-01  8.910070      3.435333    
  1972.2 0.3923075E-01 0.5658509E-01  8.777564      3.748333    
  1972.3 0.4092456E-01 0.5584112E-01  8.536433      4.241333    
  1972.4 0.3947306E-01 0.5304486E-01  8.477236      4.851333    
  1973.1 0.3726962E-01 0.4950510E-01  9.012470      5.639667    
  1973.2 0.3669344E-01 0.4889844E-01  9.608132      6.608333    
  1973.3 0.3655211E-01 0.4793204E-01  9.979666      8.388333    
  1973.4 0.3490713E-01 0.4769321E-01  10.23926      7.461667    
  1974.1 0.3683443E-01 0.5085049E-01  10.37296      7.600333    
  1974.2 0.3659655E-01 0.5161500E-01  10.26221      8.268000    
  1974.3 0.3572208E-01 0.5583721E-01  10.55510      8.286333    
  1974.4 0.3598972E-01 0.6556479E-01  10.80966      7.336000    
  1975.1 0.3529143E-01 0.8217515E-01  10.83456      5.873333    
  1975.2 0.3380727E-01 0.8828988E-01  10.81332      5.400667    
  1975.3 0.3633373E-01 0.8467753E-01  10.87018      6.336667    
  1975.4 0.3593303E-01 0.8259670E-01  10.25808      5.684333    
  1976.1 0.3220062E-01 0.7723461E-01  10.68171      4.953333    
  1976.2 0.3358998E-01 0.7526804E-01  11.18885      5.168667    
  1976.3 0.3550900E-01 0.7700112E-01  11.31122      5.168667    
  1976.4 0.3581747E-01 0.7733424E-01  11.07877      4.698000    
  1977.1 0.3820834E-01 0.7493048E-01  10.62571      4.624000    
  1977.2 0.4086487E-01 0.7104693E-01  10.09567      4.828667    
  1977.3 0.4525206E-01 0.6864221E-01  9.977789      5.472000    
  1977.4 0.4682316E-01 0.6612385E-01  10.15186      6.137000    
  1978.1 0.4850265E-01 0.6326666E-01  10.63343      6.408000    
  1978.2 0.5096963E-01 0.5999476E-01  11.26610      6.481000    
  1978.3 0.5976259E-01 0.6021465E-01  11.15864      7.315333    
  1978.4 0.6396450E-01 0.5883992E-01  9.401876      8.680333    
  1979.1 0.6695006E-01 0.5877879E-01  8.449523      9.357667    
  1979.2 0.6936995E-01 0.5714052E-01  8.690967      9.372333    
  1979.3 0.7000854E-01 0.5868435E-01  9.492196      9.631333    
  1979.4 0.7270586E-01 0.5940129E-01  12.13565      11.80367    
  1980.1 0.7093671E-01 0.6296949E-01  10.89714      13.45867    
  1980.2 0.7075641E-01 0.7323656E-01  9.608355      10.04933    
  1980.3 0.7110444E-01 0.7680771E-01  11.30378      9.235333    
  1980.4 0.6955700E-01 0.7398623E-01  14.15258      13.70967    
  1981.1 0.7024120E-01 0.7426606E-01  12.58005      14.36900    
  1981.2 0.7004102E-01 0.7398937E-01  13.47176      14.82900    
  1981.3 0.7304448E-01 0.7417361E-01  12.46880      15.08733    
  1981.4 0.7291754E-01 0.8241053E-01  12.77550      12.02267    
  1982.1 0.7378585E-01 0.8843563E-01  15.74234      12.89500    
  1982.2 0.7542303E-01 0.9425762E-01  14.87186      12.35900    
  1982.3 0.7632085E-01 0.9942961E-01  12.12716      9.705333    
  1982.4 0.7653417E-01 0.1067659      10.56546      7.935000    
  1983.1 0.7717914E-01 0.1039701      9.336355      8.081333    
  1983.2 0.7836837E-01 0.1010214      8.092739      8.420667    
  1983.3 0.8052292E-01 0.9360138E-01  7.145102      9.186667    
  1983.4 0.8550044E-01 0.8541760E-01  5.367282      8.793333    
  1984.1 0.8451383E-01 0.7871758E-01  4.536392      9.133333    
  1984.2 0.8115755E-01 0.7478733E-01  5.108178      9.843333    
  1984.3 0.7392908E-01 0.7451999E-01  5.804022      10.34333    
  1984.4 0.6615707E-01 0.7283015E-01  5.963870      8.973333    
  1985.1 0.5926503E-01 0.7279936E-01  6.694555      8.183333    
  1985.2 0.5222474E-01 0.7288834E-01  6.945916      7.523333    
  1985.3 0.4884699E-01 0.7210537E-01  6.827847      7.103333    
  1985.4 0.4812808E-01 0.7054201E-01  6.028477      7.146667    
  1986.1 0.4636502E-01 0.7015712E-01  5.586839      6.886667    
  1986.2 0.4033388E-01 0.7180384E-01  6.539598      6.130000    
  1986.3 0.3557836E-01 0.6991001E-01  7.906367      5.533333    
  1986.4 0.3429897E-01 0.6835172E-01  8.291959      5.340000    
  1987.1 0.3403808E-01 0.6620689E-01  8.316720      5.533333    
  1987.2 0.4149949E-01 0.6280795E-01  7.246619      5.733333    
  1987.3 0.4669390E-01 0.6014193E-01  6.092605      6.033333    
  1987.4 0.5199577E-01 0.5868976E-01  5.296201      6.003333    
  1988.1 0.5718972E-01 0.5727587E-01  5.763465      5.760000    
  1988.2 0.5986237E-01 0.5487146E-01  5.571422      6.230000    
  1988.3 0.6056828E-01 0.5492451E-01  4.402732      6.993333    
  1988.4 0.6323310E-01 0.5350265E-01  3.688105      7.703333    
  1989.1 0.5904954E-01 0.5215423E-01  4.011509      8.533333    
  1989.2 0.5383335E-01 0.5244464E-01  4.503610      8.440000    
  1989.3 0.4962961E-01 0.5277223E-01  4.534185      7.850000    
  1989.4 0.4567766E-01 0.5373561E-01  4.623999      7.633333    
  1990.1 0.4296345E-01 0.5300361E-01  4.678004      7.756667    
  1990.2 0.4210301E-01 0.5337414E-01  4.623083      7.766667    
  1990.3 0.4547118E-01 0.5687498E-01  3.920636      7.493333    
  1990.4 0.4784875E-01 0.6113686E-01  3.604091      7.023333    
  1991.1 0.4880079E-01 0.6574073E-01  3.307591      6.053333    
  1991.2 0.4830040E-01 0.6823443E-01  3.795884      5.593333    
  1991.3 0.4938990E-01 0.6853392E-01  4.066153      5.406667    
  1991.4 0.5362053E-01 0.7096660E-01  3.676496      4.583333    
  1992.1 0.5573409E-01 0.7379080E-01  3.758147      3.910000    
  1992.2 0.5577312E-01 0.7594573E-01  4.087987      3.723333    
  1992.3 0.5860827E-01 0.7626478E-01  3.955145      3.130000    
  1992.4 0.5921774E-01 0.7406133E-01  3.469900      3.076667    
  1993.1 0.6580746E-01 0.7149713E-01  3.448880      2.993333    
  1993.2 0.6343642E-01 0.7068857E-01  4.039604      2.983333    
  1993.3 0.5495630E-01 0.6799552E-01  4.971889      3.020000    
  1993.4 0.5399024E-01 0.6619143E-01  4.474642      3.080000    
  1994.1 0.5045401E-01 0.6555817E-01  4.591289      3.250000    
  1994.2 0.5056669E-01 0.6165512E-01  4.789174      4.036667    
  1994.3 0.5227316E-01 0.6001291E-01  4.899358      4.510000    
  1994.4 0.5475151E-01 0.5619378E-01  5.070832      5.283333    
  1995.1 0.5688728E-01 0.5477964E-01  4.454978      5.780000    
  1995.2 0.6096174E-01 0.5674622E-01  3.657777      5.623333    
  1995.3 0.6112666E-01 0.5658385E-01  3.126339      5.380000    
  1995.4 0.5994660E-01 0.5572015E-01  2.799630      5.270000    
  1996.1 0.6057425E-01 0.5545427E-01  2.823183      4.950000    
  1996.2 0.5802276E-01 0.5470120E-01  3.805498      5.040000    
  1996.3 0.5727354E-01 0.5259294E-01  4.309750      5.136667    
  1996.4 0.5294929E-01 0.5310254E-01  4.998510      4.970000    
  1997.1 0.5575305E-01 0.5223738E-01  5.629227      5.063333    
  1997.2 0.5662358E-01 0.4974959E-01  5.357643      5.073333    
  1997.3 0.5962351E-01 0.4858023E-01  4.309739      5.056667    
  1997.4 0.6735879E-01 0.4680572E-01  3.010519      5.086667    
  1998.1 0.7320113E-01 0.4637954E-01  2.352617      5.053333    
  1998.2 0.7822634E-01 0.4414228E-01  1.794261      4.976667    
  1998.3 0.8017321E-01 0.4528502E-01  1.785472      4.823333    
  1998.4 0.7977406E-01 0.4429607E-01  2.010363      4.253333    
  1999.1 0.7667680E-01 0.4284456E-01  2.288005      4.406667    
  1999.2 0.7008118E-01 0.4248440E-01  2.524813      4.453333    
  1999.3 0.6634607E-01 0.4243400E-01  2.528682      4.650000    
  1999.4 0.6000688E-01 0.4077788E-01  2.342993      5.043333    
  2000.1 0.4795658E-01 0.4048765E-01  3.764464      5.520000    
  2000.2 0.4130294E-01 0.3947782E-01  4.700733      5.713333    
  2000.3 0.3960696E-01 0.4030117E-01  4.541587      6.016667    
  2000.4 0.3699352E-01 0.3918419E-01  4.584820      6.016667    
  2001.1 0.3588882E-01 0.4230321E-01  4.530397      4.816667    
  2001.2 0.3195963E-01 0.4411448E-01  5.596202      3.660000    
  2001.3 0.2979331E-01 0.4819249E-01  6.505030      3.170000    
  2001.4 0.3786031E-01 0.5537421E-01  3.896957      1.906667    
  2002.1 0.4122421E-01 0.5705425E-01  2.663070      1.820000    
  2002.2 0.4710529E-01 0.5845793E-01  2.646611      1.716667    
  2002.3 0.5518405E-01 0.5732000E-01  2.667316      1.643333    
  2002.4 0.5970644E-01 0.5851777E-01  2.855677      1.333333    
  2003.1 0.5979334E-01 0.5873963E-01  2.597310      1.156667    
  2003.2 0.5748758E-01 0.6152488E-01  2.703789      1.043333    
  2003.3 0.5468444E-01 0.6107130E-01  3.221561     0.9300000    
  2003.4 0.5301078E-01 0.5820932E-01  3.527395     0.9166667    
  2004.1 0.4895914E-01 0.5687648E-01  4.028538     0.9166667    
  2004.2 0.4456057E-01 0.5595400E-01  4.435092      1.076667    
  2004.3 0.3761060E-01 0.5440757E-01  4.840733      1.486667    
  2004.4 0.3415557E-01 0.5396538E-01  5.249898      2.006667    
  2005.1 0.4103215E-01 0.5292068E-01  5.072667      2.536667    
  2005.2 0.3598926E-01 0.5115378E-01  5.691769      2.863333    
  2005.3 0.2556210E-01 0.4975337E-01  6.883499      3.360000    
  2005.4 0.2580508E-01 0.4964352E-01  6.064614      3.826667    
  2006.1 0.2449886E-01 0.4731667E-01  6.214049      4.393333    
  2006.2 0.2689282E-01 0.4666969E-01  7.320832      4.703333    
  2006.3 0.3745126E-01 0.4655398E-01  7.803526      4.906667    
  2006.4 0.4295002E-01 0.4466963E-01  6.094424      4.903333    
  2007.1 0.4747584E-01 0.4536088E-01  5.074002      4.983333    
  2007.2 0.5088143E-01 0.4507805E-01  4.685219      4.736667    
  2007.3 0.5407044E-01 0.4670151E-01  4.343065      4.303333    
  2007.4 0.5651808E-01 0.4813029E-01  3.339634      3.390000    
  2008.1 0.6270817E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.6173667E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5947039E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5867484E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6362422E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.6662097E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.6880352E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.7135814E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.7427479E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.7355820E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.7764818E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.8364924E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9105032E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9710074E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1008633     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1000211     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9932412E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9624861E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9542036E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9223070E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.8938693E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.8669571E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.8634463E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.8361046E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7989157E-01 0.7353172E-01 0.6488399     0.2222305    
  2014.2 0.8476427E-01 0.7371212E-01 0.2359703     0.2267692    
  2014.3 0.8816267E-01 0.7344075E-01  0.000000     0.2727381    
  2014.4 0.9185777E-01 0.7270034E-01  0.000000     0.3896289    
  2015.1 0.9303464E-01 0.7163268E-01  0.000000     0.5446822    
  2015.2 0.9136201E-01 0.7041296E-01 0.1023487     0.7056998    
  2015.3 0.9192897E-01 0.6919799E-01 0.5458119E-01 0.8622789    
  2015.4 0.8989766E-01 0.6810526E-01  0.000000      1.011500    
  2016.1 0.8813289E-01 0.6720077E-01 0.7933901      1.148466    
  2016.2 0.8613803E-01 0.6650839E-01  1.094808      1.268463    
  2016.3 0.8490551E-01 0.6602361E-01 0.2251047      1.370028    
  2016.4 0.8869862E-01 0.6572500E-01  0.000000      1.454232    
  2017.1 0.8856962E-01 0.6557762E-01 0.6815548      1.523254    
  2017.2 0.9181491E-01 0.6554472E-01  0.000000      1.579320    
  2017.3 0.8475428E-01 0.6559437E-01  0.000000      1.624370    
  2017.4 0.7497980E-01 0.6569973E-01  2.102763      1.660170    
  2018.1 0.6846018E-01 0.6583532E-01  2.667437      1.688692    
  2018.2 0.6859917E-01 0.6598118E-01  2.252985      1.711782    
  2018.3 0.7495544E-01 0.6612472E-01  1.146542      1.730742    
  2018.4 0.8156060E-01 0.6625905E-01 0.2927052      1.746369    
  2019.1 0.8719941E-01 0.6637441E-01  0.000000      1.759767    
  2019.2 0.8928502E-01 0.6646188E-01  0.000000      1.772234    
  2019.3 0.9018502E-01 0.6651811E-01 0.2033951      1.784603    
  2019.4 0.8816146E-01 0.6654506E-01 0.5616347      1.797049    
  2020.1 0.8103690E-01 0.6654177E-01  1.266754      1.809908    
  2020.2 0.7844188E-01 0.6650849E-01  1.545187      1.823601    
  2020.3 0.7582545E-01 0.6644969E-01  1.914565      1.838160    
  2020.4 0.7391057E-01 0.6637212E-01  2.473750      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.462327310330E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     101 IER= 4 F=  0.437939201241E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.15061053011E-06 -0.74187900695E-06 -0.61820615787E-06

X VALUES

  0.46401767403E+00  0.10168199141E+01 -0.87751704170E-01

MEAN OF DEPENDENT VARIABLE   749999.237103628

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.464017674       0.027612971   16.80434
  2       1.100000000       1.016819914       0.071400413   14.24109
  3      -0.100000000      -0.087751704       0.069742008   -1.25823

SE of equation          =      0.014651829
Sum of squared residuals =  0.437939201E-01   0.213706556    
Sum of ABS residuals     =   1.00314134    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99998

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.168841834545E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     141 IER= 4 F=  0.106595972953E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.19019699727E-07  0.32207811065E-07  0.41404335836E-07

X VALUES

  0.59715009312E+00  0.10060490728E+01 -0.76719347171E-01

MEAN OF DEPENDENT VARIABLE   749999.243731078

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.597150093       0.018610413   32.08688
  2       1.100000000       1.006049073       0.072794169   13.82046
  3      -0.100000000      -0.076719347       0.067298563   -1.13998

SE of equation          =      0.007228619
Sum of squared residuals =  0.106595973E-01  -0.201438507E-01
Sum of ABS residuals     =  0.588500954    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99055

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.461615492713E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     123 IER= 4 F=  0.390406766116E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.13578625009E-07  0.36633968833E-07  0.32251106318E-07

X VALUES

  0.43931016620E+00  0.12000399655E+01 -0.29822984397E+00

MEAN OF DEPENDENT VARIABLE   749999.265140989

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.439310166       0.032241824   13.62548
  2       1.100000000       1.200039965       0.068665354   17.47664
  3      -0.100000000      -0.298229844       0.066723468   -4.46964

SE of equation          =      0.014259623
Sum of squared residuals =  0.390406766E-01   0.262848910    
Sum of ABS residuals     =  0.967559517    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98233

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.420978951270E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      84 IER= 4 F=  0.363953083383E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.57249119067E-04  0.80684549045E-05  0.84595516394E-05

X VALUES

  0.50060467664E+00  0.12047421447E+01 -0.25042857584E+00

MEAN OF DEPENDENT VARIABLE   749999.244401045

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.500604677       0.010278162   48.70566
  2       1.100000000       1.204742145       0.067969559   17.72473
  3      -0.100000000      -0.250428576       0.064962312   -3.85498

SE of equation          =      0.013356960
Sum of squared residuals =  0.363953083E-01  -0.434524265    
Sum of ABS residuals     =   1.08124125    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99989

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.499860644235E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.499722649949E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.19587301789E-05  0.25202136131E-04  0.26575149981E-04

X VALUES

  0.55447316448E+00  0.10363774133E+01 -0.94089865638E-01

MEAN OF DEPENDENT VARIABLE   749999.281199395

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.554473164       0.621861963    0.89163
  2       1.100000000       1.036377413       2.682148790    0.38640
  3      -0.100000000      -0.094089866       2.514005194   -0.03743

SE of equation          =      0.494936444
Sum of squared residuals =   49.9722650        7.86243230    
Sum of ABS residuals     =   9.07680235    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96742

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.235609910626E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.234004541648E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.38340777134E-07 -0.55686125347E-06 -0.53117042986E-06

X VALUES

  0.61318733745E+00  0.10481324602E+01 -0.13700481473E+00

MEAN OF DEPENDENT VARIABLE   749999.197687199

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.613187337       0.140107008    4.37656
  2       1.100000000       1.048132460       0.255470645    4.10275
  3      -0.100000000      -0.137004815       0.249254168   -0.54966

SE of equation          =      0.107101871
Sum of squared residuals =   2.34004542        1.87771363    
Sum of ABS residuals     =   5.03367048    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91218

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.837043143455E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.685461982250E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.49159449397E-05  0.76825569465E-05  0.10362365121E-05

X VALUES

  0.10523517012E+01  0.11318618967E+01 -0.16054658382E+00

MEAN OF DEPENDENT VARIABLE   749999.361130104

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.052351701       0.107916142    9.75157
  2       1.100000000       1.131861897       0.083707817   13.52158
  3      -0.100000000      -0.160546584       0.083403349   -1.92494

SE of equation          =      0.064650184
Sum of squared residuals =  0.685461982       0.939713830    
Sum of ABS residuals     =   4.92676423    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94869

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.354823020708E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.306881817306E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.26390594472E-04 -0.35254859007E-04 -0.31566594132E-04

X VALUES

  0.63191165438E+00  0.85632044671E+00 -0.16016460579E+00

MEAN OF DEPENDENT VARIABLE   749999.293859028

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.631911654       0.043701130   14.45985
  2       1.100000000       0.856320447       0.096698762    8.85555
  3      -0.100000000      -0.160164606       0.096033824   -1.66779

SE of equation          =      0.038785598
Sum of squared residuals =  0.306881817        1.25155053    
Sum of ABS residuals     =   3.69469056    
R squared                =    1.00000
Durbin-Watson statistic  =    1.64187

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.860982793555E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.722577088546E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.21737149116E-05  0.87742120480E-05  0.11122472484E-04

X VALUES

  0.89542847580E+00  0.77186442526E+00  0.13449020978E+00

MEAN OF DEPENDENT VARIABLE   749999.308277556

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.895428476       0.128128920    6.98850
  2       1.100000000       0.771864425       0.082157780    9.39490
  3      -0.100000000       0.134490210       0.084922131    1.58369

SE of equation          =      0.066377390
Sum of squared residuals =  0.722577089        1.54061873    
Sum of ABS residuals     =   4.19280668    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91829

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.296688658396E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      91 IER= 3 F=  0.271517207615E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.23039518715E-08 -0.49442299835E-08 -0.33913572480E-08

X VALUES

  0.39646487620E+00  0.89280772955E+00  0.35519465914E-01

MEAN OF DEPENDENT VARIABLE   749999.296932159

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.396464876       0.106599318    3.71921
  2       1.100000000       0.892807730       0.073490483   12.14862
  3      -0.100000000       0.035519466       0.072910058    0.48717

SE of equation          =      0.041719239
Sum of squared residuals =  0.271517208       0.951192469    
Sum of ABS residuals     =   3.00730330    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91771

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.298291972029E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.260842053378E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.26420838389E-05  0.78931153855E-06  0.30487547529E-05

X VALUES

  0.47998671412E+00  0.75828133020E+00 -0.87737924291E-01

MEAN OF DEPENDENT VARIABLE   749999.284151397

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.479986714       0.038189219   12.56864
  2       1.100000000       0.758281330       0.091663395    8.27246
  3      -0.100000000      -0.087737924       0.088400127   -0.99251

SE of equation          =      0.035758041
Sum of squared residuals =  0.260842053        1.17363172    
Sum of ABS residuals     =   3.59726247    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68930

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.741792553059E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.725477230063E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.83775532573E-11  0.25466618004E-11

X VALUES

  0.95251295270E+00 -0.27247017656E-01

MEAN OF DEPENDENT VARIABLE   749999.263829672

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.952512953       0.140912290    6.75962
  2      -0.100000000      -0.027247018       0.139933671   -0.19471

SE of equation          =      0.025008227
Sum of squared residuals =  0.725477230E-01   0.757179643    
Sum of ABS residuals     =   1.27941573    
R squared                =    1.00000
Durbin-Watson statistic  =    1.54060

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.254369344241E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.234415887861E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.14995107752E-10  0.14795824412E-10

X VALUES

  0.12586632741E+01 -0.33766307788E+00

MEAN OF DEPENDENT VARIABLE   749999.263945904

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.258663274       0.083700983   15.03762
  2      -0.100000000      -0.337663078       0.081629515   -4.13653

SE of equation          =      0.033898341
Sum of squared residuals =  0.234415888        1.36174476    
Sum of ABS residuals     =   3.07683212    
R squared                =    1.00000
Durbin-Watson statistic  =    1.58892

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4776334E-01 0.5234225E-01 0.7681584      1.083667    
  1954.2 0.5423604E-01 0.5783462E-01 0.8198982     0.8143333    
  1954.3 0.5706494E-01 0.5970489E-01  1.635175     0.8696667    
  1954.4 0.5855449E-01 0.5361334E-01  2.469096      1.036333    
  1955.1 0.5808899E-01 0.4710636E-01  1.925371      1.256333    
  1955.2 0.5326976E-01 0.4380454E-01  2.298169      1.614333    
  1955.3 0.4737271E-01 0.4109694E-01  3.398248      1.861333    
  1955.4 0.5009517E-01 0.4208878E-01  1.334572      2.349333    
  1956.1 0.5211411E-01 0.4031458E-01 0.3011148      2.379333    
  1956.2 0.5089608E-01 0.4190614E-01  1.552468      2.596667    
  1956.3 0.5134090E-01 0.4128671E-01  2.639323      2.596667    
  1956.4 0.4745788E-01 0.4100540E-01  3.526518      3.063667    
  1957.1 0.4886106E-01 0.3946671E-01  3.431857      3.171667    
  1957.2 0.5414298E-01 0.4062513E-01  2.268433      3.157000    
  1957.3 0.5908966E-01 0.4207225E-01  1.521756      3.382333    
  1957.4 0.5909729E-01 0.4923487E-01  1.645221      3.343333    
  1958.1 0.5623871E-01 0.6275076E-01  2.845307      1.838000    
  1958.2 0.5346548E-01 0.7359928E-01  3.472046      1.017667    
  1958.3 0.4952850E-01 0.7309055E-01  3.546419      1.710667    
  1958.4 0.4541175E-01 0.6352766E-01  3.729480      2.787667    
  1959.1 0.4048557E-01 0.5798631E-01  4.728219      2.800333    
  1959.2 0.3689519E-01 0.5104500E-01  6.084317      3.019333    
  1959.3 0.5556005E-01 0.5287044E-01  5.561157      3.533000    
  1959.4 0.6227356E-01 0.5592834E-01  3.656826      4.299333    
  1960.1 0.7185210E-01 0.5159512E-01  2.197445      3.943000    
  1960.2 0.7193889E-01 0.5225835E-01  2.458249      3.092333    
  1960.3 0.7015629E-01 0.5549938E-01  3.659821      2.390333    
  1960.4 0.6553574E-01 0.6251647E-01  4.151142      2.360667    
  1961.1 0.6199241E-01 0.6773354E-01  3.943661      2.376667    
  1961.2 0.6418805E-01 0.6971717E-01  3.146331      2.324667    
  1961.3 0.6238398E-01 0.6749309E-01  2.389135      2.324667    
  1961.4 0.6047184E-01 0.6171891E-01  2.404412      2.475000    
  1962.1 0.5612738E-01 0.5614436E-01  3.316513      2.739000    
  1962.2 0.5463321E-01 0.5482584E-01  3.811374      2.716000    
  1962.3 0.4887098E-01 0.5539051E-01  5.091419      2.858000    
  1962.4 0.4486973E-01 0.5505923E-01  5.325482      2.803333    
  1963.1 0.4103952E-01 0.5779253E-01  5.252421      2.909000    
  1963.2 0.4105380E-01 0.5680856E-01  5.089275      2.941333    
  1963.3 0.4156848E-01 0.5493742E-01  5.012184      3.280667    
  1963.4 0.4247912E-01 0.5572673E-01  5.165989      3.499333    
  1964.1 0.4021676E-01 0.5457706E-01  5.803865      3.538000    
  1964.2 0.3959458E-01 0.5220257E-01  6.223336      3.481333    
  1964.3 0.3639614E-01 0.4989598E-01  6.543391      3.504000    
  1964.4 0.3136457E-01 0.4953597E-01  7.242472      3.685000    
  1965.1 0.2988698E-01 0.4871666E-01  7.794014      3.899667    
  1965.2 0.3635911E-01 0.4655354E-01  6.772598      3.879000    
  1965.3 0.3786714E-01 0.4351989E-01  5.563857      3.859667    
  1965.4 0.4079343E-01 0.4102298E-01  5.338179      4.158667    
  1966.1 0.4516634E-01 0.3848268E-01  5.432177      4.630667    
  1966.2 0.5001477E-01 0.3807639E-01  4.743580      4.597333    
  1966.3 0.5168019E-01 0.3750700E-01  4.100345      5.047667    
  1966.4 0.5360179E-01 0.3683286E-01  3.533168      5.246000    
  1967.1 0.5091162E-01 0.3809930E-01  3.415686      4.533667    
  1967.2 0.4747643E-01 0.3806934E-01  4.123546      3.657333    
  1967.3 0.4302764E-01 0.3784696E-01  4.887251      4.344667    
  1967.4 0.4162377E-01 0.3915978E-01  5.364281      4.787333    
  1968.1 0.3670820E-01 0.3728355E-01  6.217929      5.064667    
  1968.2 0.3162522E-01 0.3537721E-01  6.847308      5.510000    
  1968.3 0.3107810E-01 0.3510557E-01  7.202336      5.226333    
  1968.4 0.2872820E-01 0.3392130E-01  6.496187      5.580667    
  1969.1 0.3228101E-01 0.3376971E-01  7.076448      6.137667    
  1969.2 0.3727953E-01 0.3424592E-01  6.800254      6.240000    
  1969.3 0.4180960E-01 0.3590757E-01  5.393066      7.046667    
  1969.4 0.5388592E-01 0.3581941E-01  4.539400      7.317667    
  1970.1 0.5876327E-01 0.4159508E-01  4.570849      7.262667    
  1970.2 0.6318653E-01 0.4746577E-01  4.755187      6.752333    
  1970.3 0.6559122E-01 0.5169088E-01  4.704220      6.374667    
  1970.4 0.6620779E-01 0.5802797E-01  4.638798      5.358333    
  1971.1 0.7429343E-01 0.5914467E-01  4.025884      3.863333    
  1971.2 0.7269762E-01 0.5907857E-01  4.379497      4.206000    
  1971.3 0.6247182E-01 0.5983336E-01  5.467552      5.050333    
  1971.4 0.5804285E-01 0.5954344E-01  5.266185      4.234333    
  1972.1 0.5223795E-01 0.5768041E-01  5.044020      3.435333    
  1972.2 0.4702205E-01 0.5658509E-01  5.950355      3.748333    
  1972.3 0.4513264E-01 0.5584112E-01  6.853434      4.241333    
  1972.4 0.4633210E-01 0.5304486E-01  7.057325      4.851333    
  1973.1 0.4613313E-01 0.4950510E-01  6.789026      5.639667    
  1973.2 0.4543997E-01 0.4889844E-01  7.294794      6.608333    
  1973.3 0.4828729E-01 0.4793204E-01  7.792771      8.388333    
  1973.4 0.5387039E-01 0.4769321E-01  7.671308      7.461667    
  1974.1 0.6037984E-01 0.5085049E-01  7.279456      7.600333    
  1974.2 0.6648864E-01 0.5161500E-01  6.275059      8.268000    
  1974.3 0.7185328E-01 0.5583721E-01  5.892584      8.286333    
  1974.4 0.7410694E-01 0.6556479E-01  5.960897      7.336000    
  1975.1 0.7373867E-01 0.8217515E-01  5.695086      5.873333    
  1975.2 0.7436166E-01 0.8828988E-01  5.444025      5.400667    
  1975.3 0.7772304E-01 0.8467753E-01  5.168054      6.336667    
  1975.4 0.7827036E-01 0.8259670E-01  4.628476      5.684333    
  1976.1 0.7433775E-01 0.7723461E-01  4.578408      4.953333    
  1976.2 0.7077519E-01 0.7526804E-01  5.227966      5.168667    
  1976.3 0.6505381E-01 0.7700112E-01  6.120960      5.168667    
  1976.4 0.6166214E-01 0.7733424E-01  6.528760      4.698000    
  1977.1 0.5734081E-01 0.7493048E-01  6.848228      4.624000    
  1977.2 0.5361006E-01 0.7104693E-01  7.775942      4.828667    
  1977.3 0.5207498E-01 0.6864221E-01  8.623629      5.472000    
  1977.4 0.5246522E-01 0.6612385E-01  9.504293      6.137000    
  1978.1 0.5291081E-01 0.6326666E-01  9.323279      6.408000    
  1978.2 0.5223388E-01 0.5999476E-01  8.863331      6.481000    
  1978.3 0.5452226E-01 0.6021465E-01  9.357111      7.315333    
  1978.4 0.5435037E-01 0.5883992E-01  10.54488      8.680333    
  1979.1 0.6049955E-01 0.5877879E-01  10.23009      9.357667    
  1979.2 0.6187554E-01 0.5714052E-01  9.688783      9.372333    
  1979.3 0.6125366E-01 0.5868435E-01  10.42467      9.631333    
  1979.4 0.6235409E-01 0.5940129E-01  14.24161      11.80367    
  1980.1 0.6345435E-01 0.6296949E-01  13.00146      13.45867    
  1980.2 0.6544872E-01 0.7323656E-01  10.25937      10.04933    
  1980.3 0.6758587E-01 0.7680771E-01  12.66164      9.235333    
  1980.4 0.6983396E-01 0.7398623E-01  16.82436      13.70967    
  1981.1 0.7619830E-01 0.7426606E-01  16.90676      14.36900    
  1981.2 0.8716293E-01 0.7398937E-01  14.25314      14.82900    
  1981.3 0.9866986E-01 0.7417361E-01  10.94828      15.08733    
  1981.4 0.1064177     0.8241053E-01  11.63437      12.02267    
  1982.1 0.1121418     0.8843563E-01  15.77926      12.89500    
  1982.2 0.1135840     0.9425762E-01  13.49097      12.35900    
  1982.3 0.1165569     0.9942961E-01  7.582224      9.705333    
  1982.4 0.1140891     0.1067659      5.550076      7.935000    
  1983.1 0.1079224     0.1039701      6.062994      8.081333    
  1983.2 0.9975793E-01 0.1010214      6.884613      8.420667    
  1983.3 0.9499452E-01 0.9360138E-01  6.832421      9.186667    
  1983.4 0.8831489E-01 0.8541760E-01  6.710083      8.793333    
  1984.1 0.9047545E-01 0.7871758E-01  6.319753      9.133333    
  1984.2 0.8272567E-01 0.7478733E-01  6.742334      9.843333    
  1984.3 0.6734644E-01 0.7451999E-01  7.984388      10.34333    
  1984.4 0.5685879E-01 0.7283015E-01  7.783309      8.973333    
  1985.1 0.4577827E-01 0.7279936E-01  8.001665      8.183333    
  1985.2 0.3878912E-01 0.7288834E-01  8.458932      7.523333    
  1985.3 0.3431059E-01 0.7210537E-01  8.624137      7.103333    
  1985.4 0.3247237E-01 0.7054201E-01  8.790115      7.146667    
  1986.1 0.3458329E-01 0.7015712E-01  8.405861      6.886667    
  1986.2 0.3477852E-01 0.7180384E-01  7.660057      6.130000    
  1986.3 0.3439416E-01 0.6991001E-01  7.733387      5.533333    
  1986.4 0.3097497E-01 0.6835172E-01  8.318554      5.340000    
  1987.1 0.4016454E-01 0.6620689E-01  8.344279      5.533333    
  1987.2 0.4073458E-01 0.6280795E-01  8.049124      5.733333    
  1987.3 0.3443098E-01 0.6014193E-01  8.462037      6.033333    
  1987.4 0.3539935E-01 0.5868976E-01  7.351428      6.003333    
  1988.1 0.3564129E-01 0.5727587E-01  6.509722      5.760000    
  1988.2 0.3512543E-01 0.5487146E-01  6.684416      6.230000    
  1988.3 0.3301793E-01 0.5492451E-01  7.149973      6.993333    
  1988.4 0.3269139E-01 0.5350265E-01  6.922498      7.703333    
  1989.1 0.3202281E-01 0.5215423E-01  6.597934      8.533333    
  1989.2 0.3416867E-01 0.5244464E-01  6.405239      8.440000    
  1989.3 0.3761051E-01 0.5277223E-01  5.435006      7.850000    
  1989.4 0.3943823E-01 0.5373561E-01  4.835464      7.633333    
  1990.1 0.3918843E-01 0.5300361E-01  5.348357      7.756667    
  1990.2 0.3945889E-01 0.5337414E-01  5.603965      7.766667    
  1990.3 0.4211408E-01 0.5687498E-01  5.471896      7.493333    
  1990.4 0.4313362E-01 0.6113686E-01  5.295937      7.023333    
  1991.1 0.4602929E-01 0.6574073E-01  4.605354      6.053333    
  1991.2 0.4960480E-01 0.6823443E-01  4.336858      5.593333    
  1991.3 0.4985710E-01 0.6853392E-01  4.027525      5.406667    
  1991.4 0.4907921E-01 0.7096660E-01  3.626704      4.583333    
  1992.1 0.5215974E-01 0.7379080E-01  3.555783      3.910000    
  1992.2 0.5390716E-01 0.7594573E-01  3.488536      3.723333    
  1992.3 0.5272538E-01 0.7626478E-01  3.395007      3.130000    
  1992.4 0.5357022E-01 0.7406133E-01  2.924549      3.076667    
  1993.1 0.5665646E-01 0.7149713E-01  2.401444      2.993333    
  1993.2 0.5607650E-01 0.7068857E-01  2.820858      2.983333    
  1993.3 0.5557351E-01 0.6799552E-01  3.419908      3.020000    
  1993.4 0.6347654E-01 0.6619143E-01  1.054817      3.080000    
  1994.1 0.6915017E-01 0.6555817E-01 0.2190847      3.250000    
  1994.2 0.7916497E-01 0.6165512E-01  0.000000      4.036667    
  1994.3 0.7602616E-01 0.6001291E-01  0.000000      4.510000    
  1994.4 0.6854092E-01 0.5619378E-01  1.700136      5.283333    
  1995.1 0.6693059E-01 0.5477964E-01  2.351248      5.780000    
  1995.2 0.5943239E-01 0.5674622E-01  2.747890      5.623333    
  1995.3 0.4712343E-01 0.5658385E-01  3.731521      5.380000    
  1995.4 0.4355165E-01 0.5572015E-01  3.244694      5.270000    
  1996.1 0.3841562E-01 0.5545427E-01  3.557172      4.950000    
  1996.2 0.3758143E-01 0.5470120E-01  4.232660      5.040000    
  1996.3 0.3853404E-01 0.5259294E-01  4.337853      5.136667    
  1996.4 0.3756750E-01 0.5310254E-01  4.243860      4.970000    
  1997.1 0.4030580E-01 0.5223738E-01  4.267388      5.063333    
  1997.2 0.4303234E-01 0.4974959E-01  4.167548      5.073333    
  1997.3 0.4071724E-01 0.4858023E-01  5.250646      5.056667    
  1997.4 0.4051409E-01 0.4680572E-01  4.990481      5.086667    
  1998.1 0.3802399E-01 0.4637954E-01  5.114095      5.053333    
  1998.2 0.3899493E-01 0.4414228E-01  5.028992      4.976667    
  1998.3 0.4130625E-01 0.4528502E-01  5.112877      4.823333    
  1998.4 0.4467516E-01 0.4429607E-01  5.109295      4.253333    
  1999.1 0.5352373E-01 0.4284456E-01  5.285945      4.406667    
  1999.2 0.5240083E-01 0.4248440E-01  5.686776      4.453333    
  1999.3 0.4477608E-01 0.4243400E-01  6.279095      4.650000    
  1999.4 0.4486854E-01 0.4077788E-01  5.281807      5.043333    
  2000.1 0.3767666E-01 0.4048765E-01  5.575911      5.520000    
  2000.2 0.3678872E-01 0.3947782E-01  6.406392      5.713333    
  2000.3 0.3890154E-01 0.4030117E-01  6.774563      6.016667    
  2000.4 0.4228644E-01 0.3918419E-01  7.097386      6.016667    
  2001.1 0.4109267E-01 0.4230321E-01  7.516366      4.816667    
  2001.2 0.4265893E-01 0.4411448E-01  7.782013      3.660000    
  2001.3 0.4049382E-01 0.4819249E-01  8.646195      3.170000    
  2001.4 0.4250174E-01 0.5537421E-01  8.062422      1.906667    
  2002.1 0.4124899E-01 0.5705425E-01  7.914711      1.820000    
  2002.2 0.3973482E-01 0.5845793E-01  7.735508      1.716667    
  2002.3 0.4258936E-01 0.5732000E-01  7.245041      1.643333    
  2002.4 0.4285524E-01 0.5851777E-01  6.746547      1.333333    
  2003.1 0.4269622E-01 0.5873963E-01  6.952821      1.156667    
  2003.2 0.4454109E-01 0.6152488E-01  6.953591      1.043333    
  2003.3 0.4071228E-01 0.6107130E-01  7.961566     0.9300000    
  2003.4 0.4027824E-01 0.5820932E-01  7.636285     0.9166667    
  2004.1 0.3744083E-01 0.5687648E-01  7.150664     0.9166667    
  2004.2 0.3524982E-01 0.5595400E-01  7.224636      1.076667    
  2004.3 0.2939765E-01 0.5440757E-01  7.725870      1.486667    
  2004.4 0.3202932E-01 0.5396538E-01  7.577293      2.006667    
  2005.1 0.3470113E-01 0.5292068E-01  7.482391      2.536667    
  2005.2 0.3630778E-01 0.5115378E-01  6.919165      2.863333    
  2005.3 0.3968643E-01 0.4975337E-01  6.279581      3.360000    
  2005.4 0.4408508E-01 0.4964352E-01  4.963643      3.826667    
  2006.1 0.4672254E-01 0.4731667E-01  5.042179      4.393333    
  2006.2 0.5410508E-01 0.4666969E-01  3.340184      4.703333    
  2006.3 0.4760375E-01 0.4655398E-01  2.943714      4.906667    
  2006.4 0.3936151E-01 0.4466963E-01  5.186553      4.903333    
  2007.1 0.3096864E-01 0.4536088E-01  7.302283      4.983333    
  2007.2 0.2808489E-01 0.4507805E-01  8.309474      4.736667    
  2007.3 0.3441617E-01 0.4670151E-01  8.277112      4.303333    
  2007.4 0.3710910E-01 0.4813029E-01  6.994711      3.390000    
  2008.1 0.4015752E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.4502795E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.4523476E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5153640E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.5429090E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.5761794E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.6374863E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.7066419E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.7626279E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8159205E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.8623936E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.8791866E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.8828969E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.8994203E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9118046E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9136780E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8872539E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8588968E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8092176E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7919718E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7560171E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.8132626E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.8572021E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.8975675E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.9130987E-01 0.7353172E-01 0.1351646     0.2222305    
  2014.2 0.9802987E-01 0.7371212E-01  0.000000     0.2267692    
  2014.3 0.1011984     0.7344075E-01  0.000000     0.2727381    
  2014.4 0.1033039     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.9951478E-01 0.7163268E-01 0.3177162     0.5446822    
  2015.2 0.9943861E-01 0.7041296E-01 0.2497222     0.7056998    
  2015.3 0.9854331E-01 0.6919799E-01 0.3351624     0.8622789    
  2015.4 0.9688323E-01 0.6810526E-01 0.7342852      1.011500    
  2016.1 0.9511543E-01 0.6720077E-01 0.5269466      1.148466    
  2016.2 0.9263217E-01 0.6650839E-01 0.3214869      1.268463    
  2016.3 0.8804250E-01 0.6602361E-01 0.5237569      1.370028    
  2016.4 0.8661116E-01 0.6572500E-01 0.2879918      1.454232    
  2017.1 0.8451613E-01 0.6557762E-01  1.224589      1.523254    
  2017.2 0.8183441E-01 0.6554472E-01  1.916789      1.579320    
  2017.3 0.8204540E-01 0.6559437E-01  1.335344      1.624370    
  2017.4 0.8611202E-01 0.6569973E-01 0.4493331      1.660170    
  2018.1 0.9283718E-01 0.6583532E-01  0.000000      1.688692    
  2018.2 0.9507901E-01 0.6598118E-01  0.000000      1.711782    
  2018.3 0.9566902E-01 0.6612472E-01 0.1239650      1.730742    
  2018.4 0.9294599E-01 0.6625905E-01 0.3948593      1.746369    
  2019.1 0.9083519E-01 0.6637441E-01 0.1578254      1.759767    
  2019.2 0.8751642E-01 0.6646188E-01 0.1362025      1.772234    
  2019.3 0.8402480E-01 0.6651811E-01  0.000000      1.784603    
  2019.4 0.7790259E-01 0.6654506E-01 0.3836055      1.797049    
  2020.1 0.7263503E-01 0.6654177E-01 0.6529074      1.809908    
  2020.2 0.6856528E-01 0.6650849E-01  1.199973      1.823601    
  2020.3 0.6635054E-01 0.6644969E-01  1.617437      1.838160    
  2020.4 0.6612743E-01 0.6637212E-01  1.810519      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.256153854878E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     119 IER= 4 F=  0.226886751805E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.51121515249E-07 -0.21236615314E-07 -0.11590658071E-07

X VALUES

  0.49609656150E+00  0.85534209770E+00  0.32224376249E-01

MEAN OF DEPENDENT VARIABLE   749999.224256023

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.496096561       0.016509942   30.04835
  2       1.100000000       0.855342098       0.083737845   10.21452
  3      -0.100000000       0.032224376       0.079678207    0.40443

SE of equation          =      0.010546042
Sum of squared residuals =  0.226886752E-01  -0.423558537E-01
Sum of ABS residuals     =  0.731011650    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99934

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.167731800116E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     123 IER= 4 F=  0.800654890555E-02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.10439915101E-04  0.66126794391E-05  0.70615861166E-05

X VALUES

  0.65435375341E+00  0.10374669501E+01 -0.10462197327E+00

MEAN OF DEPENDENT VARIABLE   749999.241934571

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.654353753       0.014912786   43.87871
  2       1.100000000       1.037466950       0.069379379   14.95353
  3      -0.100000000      -0.104621973       0.064154048   -1.63079

SE of equation          =      0.006264806
Sum of squared residuals =  0.800654891E-02  -0.163880792E-01
Sum of ABS residuals     =  0.512303078    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97986

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.159744168233E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.129962195970E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.20540176039E-07  0.12167924219E-06  0.11946744453E-06

X VALUES

  0.50477398869E+00  0.10410275819E+01 -0.12784533329E+00

MEAN OF DEPENDENT VARIABLE   749999.257658566

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.504773989       0.015890566   31.76564
  2       1.100000000       1.041027582       0.071890770   14.48068
  3      -0.100000000      -0.127845333       0.067747245   -1.88709

SE of equation          =      0.008227311
Sum of squared residuals =  0.129962196E-01  -0.161153127E-01
Sum of ABS residuals     =  0.616028408    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97217

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.407287822334E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.321513441790E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.98954548414E-06 -0.44913115659E-06 -0.92859363956E-06

X VALUES

  0.50412887726E+00  0.13908730662E+01 -0.42194744765E+00

MEAN OF DEPENDENT VARIABLE   749999.267335232

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.504128877       0.011379655   44.30089
  2       1.100000000       1.390873066       0.063574471   21.87786
  3      -0.100000000      -0.421947448       0.061231409   -6.89103

SE of equation          =      0.012554068
Sum of squared residuals =  0.321513442E-01  -0.100329988    
Sum of ABS residuals     =   1.07983151    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99921

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.501750366108E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      83 IER= 4 F=  0.501624371738E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.33858233649E-04  0.82095810583E-05  0.98017469859E-05

X VALUES

  0.47166030578E+00  0.10576582466E+01 -0.11162691081E+00

MEAN OF DEPENDENT VARIABLE   749999.259108312

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.471660306       0.536463094    0.87920
  2       1.100000000       1.057658247       2.729567116    0.38748
  3      -0.100000000      -0.111626911       2.568299820   -0.04346

SE of equation          =      0.495877303
Sum of squared residuals =   50.1624372        7.76057023    
Sum of ABS residuals     =   9.07153014    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97029

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.587712697526E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      87 IER= 3 F=  0.585899235431E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.90268703021E-07 -0.18617554958E-06 -0.24418469264E-07

X VALUES

  0.49914632340E+00  0.87197944046E+00  0.38191883799E-01

MEAN OF DEPENDENT VARIABLE   749999.211100956

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.499146323       0.264913260    1.88419
  2       1.100000000       0.871979440       0.376369582    2.31682
  3      -0.100000000       0.038191884       0.370226623    0.10316

SE of equation          =      0.169471386
Sum of squared residuals =   5.85899235        3.49725698    
Sum of ABS residuals     =   6.79524671    
R squared                =    1.00000
Durbin-Watson statistic  =    1.83426

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.696286594871E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.583369508853E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.18094392886E-05 -0.12663561880E-04 -0.18875075915E-04

X VALUES

  0.10052242019E+01  0.10704658932E+01 -0.95440363544E-01

MEAN OF DEPENDENT VARIABLE   749999.395677026

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.005224202       0.095828507   10.48982
  2       1.100000000       1.070465893       0.084974866   12.59744
  3      -0.100000000      -0.095440364       0.084601171   -1.12812

SE of equation          =      0.059641690
Sum of squared residuals =  0.583369509       0.834195121    
Sum of ABS residuals     =   4.45899077    
R squared                =    1.00000
Durbin-Watson statistic  =    1.77933

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.374144414434E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     113 IER= 4 F=  0.336543699553E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.10050400585E-04  0.15777633373E-05 -0.10586998719E-06

X VALUES

  0.50624617145E+00  0.98395446792E+00 -0.33783993456E+00

MEAN OF DEPENDENT VARIABLE   749999.301662692

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.506246171       0.034622536   14.62187
  2       1.100000000       0.983954468       0.111800566    8.80098
  3      -0.100000000      -0.337839935       0.109070744   -3.09744

SE of equation          =      0.040616795
Sum of squared residuals =  0.336543700        1.47648501    
Sum of ABS residuals     =   3.65783910    
R squared                =    1.00000
Durbin-Watson statistic  =    1.59828

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.274905496592E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      83 IER= 4 F=  0.230820084231E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.62320737164E-06  0.77560082650E-06  0.18496769604E-05

X VALUES

  0.57938154168E+00  0.89222872190E+00 -0.15891743383E+00

MEAN OF DEPENDENT VARIABLE   749999.273812092

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.579381542       0.068465143    8.46243
  2       1.100000000       0.892228722       0.083508715   10.68426
  3      -0.100000000      -0.158917434       0.084099950   -1.88963

SE of equation          =      0.037515857
Sum of squared residuals =  0.230820084       0.131162407    
Sum of ABS residuals     =   2.95376769    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94767

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.451097787503E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.423029856088E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.85354015215E-07 -0.27310723969E-06 -0.32635343365E-06

X VALUES

  0.27025245847E+00  0.92304292655E+00  0.38475688318E-01

MEAN OF DEPENDENT VARIABLE   749999.202780343

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.270252458       0.136412957    1.98113
  2       1.100000000       0.923042927       0.088729084   10.40294
  3      -0.100000000       0.038475688       0.089418810    0.43029

SE of equation          =      0.052074272
Sum of squared residuals =  0.423029856       0.274436213    
Sum of ABS residuals     =   3.27477538    
R squared                =    1.00000
Durbin-Watson statistic  =    1.78403

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.459653289481E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.411604401110E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.38877893513E-05  0.21835237670E-04  0.22801730501E-04

X VALUES

  0.47805542179E+00  0.95196405607E+00 -0.30652575176E+00

MEAN OF DEPENDENT VARIABLE   749999.292561598

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.478055422       0.044866647   10.65503
  2       1.100000000       0.951964056       0.102856760    9.25524
  3      -0.100000000      -0.306525752       0.100984277   -3.03538

SE of equation          =      0.044918467
Sum of squared residuals =  0.411604401        1.82713774    
Sum of ABS residuals     =   4.15797480    
R squared                =    1.00000
Durbin-Watson statistic  =    1.64291

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.647782049550E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      46 IER= 3 F=  0.619538325964E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.48619077739E-12  0.35905929153E-12

X VALUES

  0.99903699507E+00 -0.28987805361E+00

MEAN OF DEPENDENT VARIABLE   749999.275933238

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.999036995       0.180630959    5.53082
  2      -0.100000000      -0.289878054       0.182759222   -1.58612

SE of equation          =      0.023110274
Sum of squared residuals =  0.619538326E-01   0.644705994    
Sum of ABS residuals     =   1.16134273    
R squared                =    1.00000
Durbin-Watson statistic  =    1.22116

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.292994818809E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      41 IER= 3 F=  0.287467230919E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.48621624790E-10 -0.45939136397E-10

X VALUES

  0.11645306898E+01 -0.19937988982E+00

MEAN OF DEPENDENT VARIABLE   749999.279411716

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.164530690       0.088636283   13.13831
  2      -0.100000000      -0.199379890       0.087865472   -2.26915

SE of equation          =      0.037538688
Sum of squared residuals =  0.287467231        1.00748097    
Sum of ABS residuals     =   3.59596339    
R squared                =    1.00000
Durbin-Watson statistic  =    1.75590

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4382129E-01 0.5234225E-01 0.7363233      1.083667    
  1954.2 0.4835283E-01 0.5783462E-01 0.6130230     0.8143333    
  1954.3 0.5423614E-01 0.5970489E-01 0.3802042     0.8696667    
  1954.4 0.5671590E-01 0.5361334E-01 0.3585476E-01  1.036333    
  1955.1 0.5619489E-01 0.4710636E-01 0.1933487      1.256333    
  1955.2 0.4982724E-01 0.4380454E-01  1.045712      1.614333    
  1955.3 0.4365971E-01 0.4109694E-01  1.809823      1.861333    
  1955.4 0.3583309E-01 0.4208878E-01  2.204575      2.349333    
  1956.1 0.2952368E-01 0.4031458E-01  3.141017      2.379333    
  1956.2 0.2559846E-01 0.4190614E-01  3.601882      2.596667    
  1956.3 0.2428010E-01 0.4128671E-01  3.891021      2.596667    
  1956.4 0.1984851E-01 0.4100540E-01  4.595794      3.063667    
  1957.1 0.1967557E-01 0.3946671E-01  4.671023      3.171667    
  1957.2 0.2336237E-01 0.4062513E-01  4.698278      3.157000    
  1957.3 0.3279356E-01 0.4207225E-01  4.397621      3.382333    
  1957.4 0.3849897E-01 0.4923487E-01  4.134883      3.343333    
  1958.1 0.4030023E-01 0.6275076E-01  4.472958      1.838000    
  1958.2 0.4016286E-01 0.7359928E-01  4.845439      1.017667    
  1958.3 0.3283237E-01 0.7309055E-01  6.330348      1.710667    
  1958.4 0.3066697E-01 0.6352766E-01  6.453366      2.787667    
  1959.1 0.2604664E-01 0.5798631E-01  6.026349      2.800333    
  1959.2 0.2509985E-01 0.5104500E-01  5.498175      3.019333    
  1959.3 0.4500197E-01 0.5287044E-01  4.143096      3.533000    
  1959.4 0.5237104E-01 0.5592834E-01  3.426895      4.299333    
  1960.1 0.5962984E-01 0.5159512E-01  2.861854      3.943000    
  1960.2 0.6027915E-01 0.5225835E-01  2.665964      3.092333    
  1960.3 0.6242726E-01 0.5549938E-01  2.423095      2.390333    
  1960.4 0.5991260E-01 0.6251647E-01  2.063279      2.360667    
  1961.1 0.5251320E-01 0.6773354E-01  2.787237      2.376667    
  1961.2 0.4876905E-01 0.6971717E-01  3.515738      2.324667    
  1961.3 0.4511817E-01 0.6749309E-01  4.187369      2.324667    
  1961.4 0.4135020E-01 0.6171891E-01  5.027593      2.475000    
  1962.1 0.4481360E-01 0.5614436E-01  4.735090      2.739000    
  1962.2 0.4386185E-01 0.5482584E-01  4.577370      2.716000    
  1962.3 0.4238901E-01 0.5539051E-01  5.404127      2.858000    
  1962.4 0.4057010E-01 0.5505923E-01  5.868184      2.803333    
  1963.1 0.4163485E-01 0.5779253E-01  5.304009      2.909000    
  1963.2 0.4113024E-01 0.5680856E-01  5.157552      2.941333    
  1963.3 0.3665262E-01 0.5493742E-01  5.802805      3.280667    
  1963.4 0.3690922E-01 0.5572673E-01  6.099907      3.499333    
  1964.1 0.3361009E-01 0.5457706E-01  6.846121      3.538000    
  1964.2 0.3332279E-01 0.5220257E-01  7.737433      3.481333    
  1964.3 0.4270953E-01 0.4989598E-01  7.899446      3.504000    
  1964.4 0.4806524E-01 0.4953597E-01  6.491518      3.685000    
  1965.1 0.5692839E-01 0.4871666E-01  5.374140      3.899667    
  1965.2 0.6655880E-01 0.4655354E-01  4.652169      3.879000    
  1965.3 0.7110269E-01 0.4351989E-01  4.205345      3.859667    
  1965.4 0.7431620E-01 0.4102298E-01  3.967502      4.158667    
  1966.1 0.7513236E-01 0.3848268E-01  3.602384      4.630667    
  1966.2 0.7273703E-01 0.3807639E-01  3.007823      4.597333    
  1966.3 0.7071281E-01 0.3750700E-01  3.669019      5.047667    
  1966.4 0.6488785E-01 0.3683286E-01  5.442266      5.246000    
  1967.1 0.5650091E-01 0.3809930E-01  5.622309      4.533667    
  1967.2 0.5046469E-01 0.3806934E-01  5.844870      3.657333    
  1967.3 0.4713129E-01 0.3784696E-01  6.586820      4.344667    
  1967.4 0.4498378E-01 0.3915978E-01  7.692076      4.787333    
  1968.1 0.4185912E-01 0.3728355E-01  8.610782      5.064667    
  1968.2 0.4075830E-01 0.3537721E-01  8.181624      5.510000    
  1968.3 0.4048546E-01 0.3510557E-01  6.868862      5.226333    
  1968.4 0.4933054E-01 0.3392130E-01  6.313906      5.580667    
  1969.1 0.5098831E-01 0.3376971E-01  6.768060      6.137667    
  1969.2 0.5380440E-01 0.3424592E-01  6.623974      6.240000    
  1969.3 0.5160139E-01 0.3590757E-01  7.282556      7.046667    
  1969.4 0.5237505E-01 0.3581941E-01  6.978482      7.317667    
  1970.1 0.4989575E-01 0.4159508E-01  6.278505      7.262667    
  1970.2 0.4983242E-01 0.4746577E-01  6.066159      6.752333    
  1970.3 0.5419707E-01 0.5169088E-01  5.616249      6.374667    
  1970.4 0.5649048E-01 0.5802797E-01  5.127351      5.358333    
  1971.1 0.5462066E-01 0.5914467E-01  4.683740      3.863333    
  1971.2 0.5137632E-01 0.5907857E-01  4.677696      4.206000    
  1971.3 0.5007668E-01 0.5983336E-01  5.300039      5.050333    
  1971.4 0.4644892E-01 0.5954344E-01  6.177038      4.234333    
  1972.1 0.4300072E-01 0.5768041E-01  6.526703      3.435333    
  1972.2 0.4101258E-01 0.5658509E-01  7.060169      3.748333    
  1972.3 0.4248877E-01 0.5584112E-01  7.461515      4.241333    
  1972.4 0.4668830E-01 0.5304486E-01  7.473187      4.851333    
  1973.1 0.4827157E-01 0.4950510E-01  6.882632      5.639667    
  1973.2 0.5158066E-01 0.4889844E-01  6.837339      6.608333    
  1973.3 0.5971247E-01 0.4793204E-01  6.469908      8.388333    
  1973.4 0.6632762E-01 0.4769321E-01  5.868242      7.461667    
  1974.1 0.7249223E-01 0.5085049E-01  5.634720      7.600333    
  1974.2 0.7487882E-01 0.5161500E-01  5.278925      8.268000    
  1974.3 0.7583126E-01 0.5583721E-01  5.747468      8.286333    
  1974.4 0.7356255E-01 0.6556479E-01  6.437284      7.336000    
  1975.1 0.6768765E-01 0.8217515E-01  6.838114      5.873333    
  1975.2 0.6108989E-01 0.8828988E-01  7.484437      5.400667    
  1975.3 0.5694382E-01 0.8467753E-01  8.390981      6.336667    
  1975.4 0.5500800E-01 0.8259670E-01  8.659157      5.684333    
  1976.1 0.5466700E-01 0.7723461E-01  9.020742      4.953333    
  1976.2 0.6073924E-01 0.7526804E-01  9.195336      5.168667    
  1976.3 0.6540944E-01 0.7700112E-01  10.11939      5.168667    
  1976.4 0.6992784E-01 0.7733424E-01  8.310577      4.698000    
  1977.1 0.7529559E-01 0.7493048E-01  7.262404      4.624000    
  1977.2 0.7693183E-01 0.7104693E-01  7.521049      4.828667    
  1977.3 0.7925884E-01 0.6864221E-01  7.590997      5.472000    
  1977.4 0.7927634E-01 0.6612385E-01  7.049938      6.137000    
  1978.1 0.8044248E-01 0.6326666E-01  6.570679      6.408000    
  1978.2 0.8003710E-01 0.5999476E-01  6.514745      6.481000    
  1978.3 0.7799708E-01 0.6021465E-01  6.386988      7.315333    
  1978.4 0.7519477E-01 0.5883992E-01  5.901518      8.680333    
  1979.1 0.7212182E-01 0.5877879E-01  5.744891      9.357667    
  1979.2 0.7234325E-01 0.5714052E-01  6.058129      9.372333    
  1979.3 0.6986712E-01 0.5868435E-01  6.528000      9.631333    
  1979.4 0.6998168E-01 0.5940129E-01  8.612977      11.80367    
  1980.1 0.6984985E-01 0.6296949E-01  8.598099      13.45867    
  1980.2 0.6861983E-01 0.7323656E-01  6.268678      10.04933    
  1980.3 0.7012652E-01 0.7680771E-01  8.021416      9.235333    
  1980.4 0.7361696E-01 0.7398623E-01  13.27572      13.70967    
  1981.1 0.7799347E-01 0.7426606E-01  11.48816      14.36900    
  1981.2 0.8229027E-01 0.7398937E-01  9.155716      14.82900    
  1981.3 0.8810564E-01 0.7417361E-01  11.14294      15.08733    
  1981.4 0.9084608E-01 0.8241053E-01  14.75197      12.02267    
  1982.1 0.9067014E-01 0.8843563E-01  15.71734      12.89500    
  1982.2 0.9279229E-01 0.9425762E-01  13.64953      12.35900    
  1982.3 0.9895404E-01 0.9942961E-01  10.04064      9.705333    
  1982.4 0.1025856     0.1067659      8.316197      7.935000    
  1983.1 0.9974671E-01 0.1039701      8.017670      8.081333    
  1983.2 0.9525042E-01 0.1010214      7.766552      8.420667    
  1983.3 0.9153269E-01 0.9360138E-01  7.774754      9.186667    
  1983.4 0.8841843E-01 0.8541760E-01  7.650145      8.793333    
  1984.1 0.8413157E-01 0.7871758E-01  7.425457      9.133333    
  1984.2 0.8024690E-01 0.7478733E-01  7.172307      9.843333    
  1984.3 0.7704549E-01 0.7451999E-01  6.983095      10.34333    
  1984.4 0.7295115E-01 0.7283015E-01  7.038554      8.973333    
  1985.1 0.6762751E-01 0.7279936E-01  7.491572      8.183333    
  1985.2 0.6862394E-01 0.7288834E-01  7.223629      7.523333    
  1985.3 0.6709838E-01 0.7210537E-01  6.372343      7.103333    
  1985.4 0.6805587E-01 0.7054201E-01  5.920200      7.146667    
  1986.1 0.7128951E-01 0.7015712E-01  5.148965      6.886667    
  1986.2 0.6966815E-01 0.7180384E-01  5.170072      6.130000    
  1986.3 0.7060416E-01 0.6991001E-01  5.729465      5.533333    
  1986.4 0.6770850E-01 0.6835172E-01  6.237159      5.340000    
  1987.1 0.6433281E-01 0.6620689E-01  6.722175      5.533333    
  1987.2 0.6248143E-01 0.6280795E-01  6.575411      5.733333    
  1987.3 0.5717971E-01 0.6014193E-01  7.595053      6.033333    
  1987.4 0.5090105E-01 0.5868976E-01  7.595110      6.003333    
  1988.1 0.4798642E-01 0.5727587E-01  7.016753      5.760000    
  1988.2 0.4897520E-01 0.5487146E-01  6.545938      6.230000    
  1988.3 0.4730502E-01 0.5492451E-01  6.243434      6.993333    
  1988.4 0.4402242E-01 0.5350265E-01  5.820308      7.703333    
  1989.1 0.4673018E-01 0.5215423E-01  5.333730      8.533333    
  1989.2 0.4704473E-01 0.5244464E-01  4.985860      8.440000    
  1989.3 0.4493946E-01 0.5277223E-01  4.765006      7.850000    
  1989.4 0.4415655E-01 0.5373561E-01  4.169835      7.633333    
  1990.1 0.4075627E-01 0.5300361E-01  3.787615      7.756667    
  1990.2 0.4010960E-01 0.5337414E-01  3.837195      7.766667    
  1990.3 0.4668777E-01 0.5687498E-01  3.278665      7.493333    
  1990.4 0.5366628E-01 0.6113686E-01  2.301625      7.023333    
  1991.1 0.5831810E-01 0.6574073E-01  1.791234      6.053333    
  1991.2 0.5946023E-01 0.6823443E-01  1.518330      5.593333    
  1991.3 0.6250322E-01 0.6853392E-01  1.085614      5.406667    
  1991.4 0.6510215E-01 0.7096660E-01  0.000000      4.583333    
  1992.1 0.6681016E-01 0.7379080E-01  0.000000      3.910000    
  1992.2 0.6821346E-01 0.7594573E-01 0.3864861      3.723333    
  1992.3 0.6868983E-01 0.7626478E-01  0.000000      3.130000    
  1992.4 0.6732608E-01 0.7406133E-01  0.000000      3.076667    
  1993.1 0.6755335E-01 0.7149713E-01 0.7299833      2.993333    
  1993.2 0.6485900E-01 0.7068857E-01  1.213605      2.983333    
  1993.3 0.6600237E-01 0.6799552E-01  1.388777      3.020000    
  1993.4 0.6324223E-01 0.6619143E-01 0.5699857      3.080000    
  1994.1 0.6563118E-01 0.6555817E-01 0.1350166      3.250000    
  1994.2 0.6797682E-01 0.6165512E-01 0.9551067E-01  4.036667    
  1994.3 0.6940963E-01 0.6001291E-01  0.000000      4.510000    
  1994.4 0.6861280E-01 0.5619378E-01 0.3330880E-02  5.283333    
  1995.1 0.7134194E-01 0.5477964E-01  0.000000      5.780000    
  1995.2 0.6984728E-01 0.5674622E-01 0.4181066      5.623333    
  1995.3 0.6614989E-01 0.5658385E-01  1.149121      5.380000    
  1995.4 0.7142071E-01 0.5572015E-01  0.000000      5.270000    
  1996.1 0.7505509E-01 0.5545427E-01  0.000000      4.950000    
  1996.2 0.7857127E-01 0.5470120E-01  0.000000      5.040000    
  1996.3 0.8480003E-01 0.5259294E-01  0.000000      5.136667    
  1996.4 0.8866915E-01 0.5310254E-01  0.000000      4.970000    
  1997.1 0.9528850E-01 0.5223738E-01  0.000000      5.063333    
  1997.2 0.9319928E-01 0.4974959E-01 0.4318520E-01  5.073333    
  1997.3 0.8753389E-01 0.4858023E-01  1.131428      5.056667    
  1997.4 0.8233579E-01 0.4680572E-01  1.564986      5.086667    
  1998.1 0.8352605E-01 0.4637954E-01  1.273100      5.053333    
  1998.2 0.7928465E-01 0.4414228E-01  1.465229      4.976667    
  1998.3 0.7309732E-01 0.4528502E-01  2.843948      4.823333    
  1998.4 0.6852989E-01 0.4429607E-01  3.356394      4.253333    
  1999.1 0.6719043E-01 0.4284456E-01  3.337046      4.406667    
  1999.2 0.6291922E-01 0.4248440E-01  4.214926      4.453333    
  1999.3 0.6232341E-01 0.4243400E-01  4.871600      4.650000    
  1999.4 0.6057481E-01 0.4077788E-01  5.477855      5.043333    
  2000.1 0.5941270E-01 0.4048765E-01  5.773433      5.520000    
  2000.2 0.6202994E-01 0.3947782E-01  5.173006      5.713333    
  2000.3 0.7079001E-01 0.4030117E-01  3.876022      6.016667    
  2000.4 0.7508414E-01 0.3918419E-01  2.723412      6.016667    
  2001.1 0.7782261E-01 0.4230321E-01  2.365957      4.816667    
  2001.2 0.7847479E-01 0.4411448E-01  2.604979      3.660000    
  2001.3 0.7764175E-01 0.4819249E-01  2.521849      3.170000    
  2001.4 0.7764525E-01 0.5537421E-01  1.755239      1.906667    
  2002.1 0.7254832E-01 0.5705425E-01  1.552690      1.820000    
  2002.2 0.7106791E-01 0.5845793E-01  1.783218      1.716667    
  2002.3 0.6821165E-01 0.5732000E-01  1.977947      1.643333    
  2002.4 0.6642976E-01 0.5851777E-01  2.119404      1.333333    
  2003.1 0.6303419E-01 0.5873963E-01  2.515150      1.156667    
  2003.2 0.6329161E-01 0.6152488E-01  2.481042      1.043333    
  2003.3 0.6398317E-01 0.6107130E-01  2.688842     0.9300000    
  2003.4 0.6443594E-01 0.5820932E-01  3.035868     0.9166667    
  2004.1 0.6395529E-01 0.5687648E-01  3.570845     0.9166667    
  2004.2 0.6083678E-01 0.5595400E-01  3.800142      1.076667    
  2004.3 0.5775595E-01 0.5440757E-01  4.082239      1.486667    
  2004.4 0.5406428E-01 0.5396538E-01  3.125830      2.006667    
  2005.1 0.5797973E-01 0.5292068E-01  2.406374      2.536667    
  2005.2 0.6012941E-01 0.5115378E-01  2.462914      2.863333    
  2005.3 0.6542055E-01 0.4975337E-01  2.507823      3.360000    
  2005.4 0.6831411E-01 0.4964352E-01  2.432727      3.826667    
  2006.1 0.6829956E-01 0.4731667E-01  2.383139      4.393333    
  2006.2 0.6622841E-01 0.4666969E-01  2.554273      4.703333    
  2006.3 0.6410077E-01 0.4655398E-01  2.848174      4.906667    
  2006.4 0.6044535E-01 0.4466963E-01  3.132842      4.903333    
  2007.1 0.5838568E-01 0.4536088E-01  3.742325      4.983333    
  2007.2 0.5827444E-01 0.4507805E-01  4.375619      4.736667    
  2007.3 0.5418573E-01 0.4670151E-01  5.785215      4.303333    
  2007.4 0.5071401E-01 0.4813029E-01  4.782719      3.390000    
  2008.1 0.4900018E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5208242E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6004559E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6742931E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7607916E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8371338E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9146556E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9573315E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1009373     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1023021     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1078273     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1132126     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1118163     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1094962     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1102314     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1143154     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1173349     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1196187     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1196694     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1177133     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1164713     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1164248     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1148734     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1122381     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1108822     0.7353172E-01 0.6026001     0.2222305    
  2014.2 0.1123824     0.7371212E-01 0.7564750     0.2267692    
  2014.3 0.1090566     0.7344075E-01  1.863691     0.2727381    
  2014.4 0.1048751     0.7270034E-01 0.6175064     0.3896289    
  2015.1 0.1033223     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.9982385E-01 0.7041296E-01 0.1461538     0.7056998    
  2015.3 0.9798142E-01 0.6919799E-01 0.7205727     0.8622789    
  2015.4 0.9524463E-01 0.6810526E-01  1.169957      1.011500    
  2016.1 0.9134708E-01 0.6720077E-01  2.107952      1.148466    
  2016.2 0.9251747E-01 0.6650839E-01  2.741161      1.268463    
  2016.3 0.9475503E-01 0.6602361E-01  3.149709      1.370028    
  2016.4 0.9508703E-01 0.6572500E-01  2.055081      1.454232    
  2017.1 0.9337123E-01 0.6557762E-01 0.8585068      1.523254    
  2017.2 0.9409619E-01 0.6554472E-01 0.8611937      1.579320    
  2017.3 0.9219345E-01 0.6559437E-01  1.097358      1.624370    
  2017.4 0.9037388E-01 0.6569973E-01 0.9245628      1.660170    
  2018.1 0.9530820E-01 0.6583532E-01 0.6081734      1.688692    
  2018.2 0.9054320E-01 0.6598118E-01  1.125607      1.711782    
  2018.3 0.8023722E-01 0.6612472E-01  2.304753      1.730742    
  2018.4 0.7651975E-01 0.6625905E-01  1.752799      1.746369    
  2019.1 0.8105765E-01 0.6637441E-01  1.175766      1.759767    
  2019.2 0.7722975E-01 0.6646188E-01  1.840897      1.772234    
  2019.3 0.6902416E-01 0.6651811E-01  3.058420      1.784603    
  2019.4 0.6818480E-01 0.6654506E-01  2.283341      1.797049    
  2020.1 0.6915467E-01 0.6654177E-01  1.348092      1.809908    
  2020.2 0.7072847E-01 0.6650849E-01  1.297963      1.823601    
  2020.3 0.7115073E-01 0.6644969E-01  1.630956      1.838160    
  2020.4 0.7448800E-01 0.6637212E-01  1.060256      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.296469681193E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 4 F=  0.260679380608E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.60504864078E-06 -0.14682432277E-05 -0.16183196631E-05

X VALUES

  0.50142818668E+00  0.97343230736E+00 -0.13360260738E+00

MEAN OF DEPENDENT VARIABLE   749999.217772837

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.501428187       0.017287546   29.00517
  2       1.100000000       0.973432307       0.069373920   14.03168
  3      -0.100000000      -0.133602607       0.065798316   -2.03049

SE of equation          =      0.011304159
Sum of squared residuals =  0.260679381E-01   0.187846456    
Sum of ABS residuals     =  0.801328095    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99652

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.244833556644E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     141 IER= 4 F=  0.138208106212E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.11513348371E-07  0.21290666297E-06  0.23034057832E-06

X VALUES

  0.64715369351E+00  0.98885356930E+00 -0.66807705657E-01

MEAN OF DEPENDENT VARIABLE   749999.224832155

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.647153694       0.016670137   38.82114
  2       1.100000000       0.988853569       0.069904656   14.14575
  3      -0.100000000      -0.066807706       0.064291177   -1.03914

SE of equation          =      0.008230982
Sum of squared residuals =  0.138208106E-01  -0.419184828E-01
Sum of ABS residuals     =  0.651099269    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98866

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.497401897498E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      91 IER= 4 F=  0.432926888720E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.15018311308E-05  0.34028182482E-06  0.13868953303E-06

X VALUES

  0.48380166606E+00  0.10687972708E+01 -0.19525988762E+00

MEAN OF DEPENDENT VARIABLE   749999.252696860

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.483801666       0.025730145   18.80291
  2       1.100000000       1.068797271       0.070101605   15.24640
  3      -0.100000000      -0.195259888       0.067229315   -2.90439

SE of equation          =      0.015016083
Sum of squared residuals =  0.432926889E-01   0.165788401    
Sum of ABS residuals     =   1.10058805    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99895

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.473836214918E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.350663496416E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10869123237E-04 -0.20040861157E-03 -0.20707634384E-03

X VALUES

  0.55998821456E+00  0.12732701247E+01 -0.31194448117E+00

MEAN OF DEPENDENT VARIABLE   749999.248162744

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.559988215       0.011280297   49.64304
  2       1.100000000       1.273270125       0.067658378   18.81911
  3      -0.100000000      -0.311944481       0.064727530   -4.81935

SE of equation          =      0.013110830
Sum of squared residuals =  0.350663496E-01  -0.901390507E-01
Sum of ABS residuals     =   1.09985093    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98678

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.610022608158E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     106 IER= 4 F=  0.609834514839E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.15249680181E-05 -0.69360349749E-04 -0.70922966168E-04

X VALUES

  0.53760099160E+00  0.13199000470E+01 -0.35854192428E+00

MEAN OF DEPENDENT VARIABLE   749999.245490271

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.537600992       0.385451793    1.39473
  2       1.100000000       1.319900047       2.278641125    0.57925
  3      -0.100000000      -0.358541924       2.160860702   -0.16593

SE of equation          =      0.546752675
Sum of squared residuals =   60.9834515        8.48649218    
Sum of ABS residuals     =   10.1549875    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96648

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.234755091289E+01

TERMINATION. ITERS=    7 FUNCTION EVALS=     115 IER= 4 F=  0.227662322390E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.81703591874E-06  0.38685228481E-06  0.15148131650E-06

X VALUES

  0.25225880903E+00  0.49403371087E+00  0.18633546761E+00

MEAN OF DEPENDENT VARIABLE   749999.254992683

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.252258809       0.148863153    1.69457
  2       1.100000000       0.494033711       0.258991978    1.90753
  3      -0.100000000       0.186335468       0.236247816    0.78873

SE of equation          =      0.105640512
Sum of squared residuals =   2.27662322        3.38089833    
Sum of ABS residuals     =   5.17200279    
R squared                =    1.00000
Durbin-Watson statistic  =    1.89320

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.831746308473E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.807387825261E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.44188541096E-06 -0.14152217035E-04 -0.87461215721E-05

X VALUES

  0.79065421356E+00  0.12220297468E+01 -0.23510741123E+00

MEAN OF DEPENDENT VARIABLE   749999.427183415

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.790654214       0.118218769    6.68806
  2       1.100000000       1.222029747       0.081197226   15.05014
  3      -0.100000000      -0.235107411       0.081902571   -2.87057

SE of equation          =      0.070164781
Sum of squared residuals =  0.807387825        1.55705003    
Sum of ABS residuals     =   5.34289165    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95357

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.305485932823E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     115 IER= 4 F=  0.270714431250E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.39785099681E-07  0.37615563412E-07  0.67667801552E-07

X VALUES

  0.59621494357E+00  0.80993569402E+00 -0.10931154176E+00

MEAN OF DEPENDENT VARIABLE   749999.278758897

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.596214944       0.042373996   14.07030
  2       1.100000000       0.809935694       0.103830269    7.80057
  3      -0.100000000      -0.109311542       0.101850911   -1.07325

SE of equation          =      0.036428444
Sum of squared residuals =  0.270714431        1.11467744    
Sum of ABS residuals     =   3.45621180    
R squared                =    1.00000
Durbin-Watson statistic  =    1.73341

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.658892477011E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.575606294891E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.46884896239E-06 -0.88932699873E-06  0.32762296162E-06

X VALUES

  0.82735022970E+00  0.81535803724E+00  0.84769340327E-01

MEAN OF DEPENDENT VARIABLE   749999.261116921

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.827350230       0.109627190    7.54694
  2       1.100000000       0.815358037       0.083850882    9.72391
  3      -0.100000000       0.084769340       0.091998093    0.92142

SE of equation          =      0.059243518
Sum of squared residuals =  0.575606295       0.795352047    
Sum of ABS residuals     =   3.97964340    
R squared                =    1.00000
Durbin-Watson statistic  =    1.89460

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.208175291648E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.180026980909E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.30380042802E-05 -0.98560358238E-05 -0.42010459783E-05

X VALUES

  0.17249374278E+00  0.84737801468E+00  0.12499970286E+00

MEAN OF DEPENDENT VARIABLE   749999.299693989

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.172493743       0.077894546    2.21445
  2       1.100000000       0.847378015       0.075632096   11.20395
  3      -0.100000000       0.124999703       0.077819275    1.60628

SE of equation          =      0.033970857
Sum of squared residuals =  0.180026981        1.04587167    
Sum of ABS residuals     =   2.56214856    
R squared                =    1.00000
Durbin-Watson statistic  =    1.74963

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.453175607954E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.350940354215E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.42364975003E-06  0.68907385761E-06 -0.96089841487E-07

X VALUES

  0.58206097016E+00  0.70857977301E+00 -0.35014322504E+00

MEAN OF DEPENDENT VARIABLE   749999.281739080

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.582060970       0.030170390   19.29246
  2       1.100000000       0.708579773       0.090360674    7.84168
  3      -0.100000000      -0.350143225       0.088197015   -3.97001

SE of equation          =      0.041476449
Sum of squared residuals =  0.350940354        1.73423966    
Sum of ABS residuals     =   4.08157061    
R squared                =    1.00000
Durbin-Watson statistic  =    1.65241

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.912255724245E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.841646922807E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.41884009275E-11  0.39601737474E-11

X VALUES

  0.13916220009E+01 -0.47308564562E+00

MEAN OF DEPENDENT VARIABLE   749999.268092014

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.391622001       0.134938958   10.31297
  2      -0.100000000      -0.473085646       0.134882435   -3.50739

SE of equation          =      0.026936178
Sum of squared residuals =  0.841646923E-01   0.787451207    
Sum of ABS residuals     =   1.36928422    
R squared                =    1.00000
Durbin-Watson statistic  =    1.43354

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.239916932144E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.220278212397E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.48079296766E-11 -0.56812057547E-11

X VALUES

  0.11834393146E+01 -0.29313047420E+00

MEAN OF DEPENDENT VARIABLE   749999.257082002

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.183439315       0.086891319   13.61976
  2      -0.100000000      -0.293130474       0.083373863   -3.51586

SE of equation          =      0.032860237
Sum of squared residuals =  0.220278212        1.54918309    
Sum of ABS residuals     =   3.10760805    
R squared                =    1.00000
Durbin-Watson statistic  =    1.58011

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4883965E-01 0.5234225E-01  1.728358      1.083667    
  1954.2 0.5792582E-01 0.5783462E-01  1.512743     0.8143333    
  1954.3 0.6269420E-01 0.5970489E-01  1.156493     0.8696667    
  1954.4 0.6573954E-01 0.5361334E-01  1.076323      1.036333    
  1955.1 0.6704452E-01 0.4710636E-01 0.3716288      1.256333    
  1955.2 0.6600467E-01 0.4380454E-01 0.4080116      1.614333    
  1955.3 0.6604821E-01 0.4109694E-01 0.7047858      1.861333    
  1955.4 0.6198456E-01 0.4208878E-01  1.336933      2.349333    
  1956.1 0.6072547E-01 0.4031458E-01  1.237603      2.379333    
  1956.2 0.5605248E-01 0.4190614E-01  1.153974      2.596667    
  1956.3 0.4975922E-01 0.4128671E-01  1.586390      2.596667    
  1956.4 0.4304199E-01 0.4100540E-01  1.843397      3.063667    
  1957.1 0.3616883E-01 0.3946671E-01  2.449926      3.171667    
  1957.2 0.2956523E-01 0.4062513E-01  3.480585      3.157000    
  1957.3 0.2840248E-01 0.4207225E-01  4.022203      3.382333    
  1957.4 0.2572145E-01 0.4923487E-01  3.855631      3.343333    
  1958.1 0.2032976E-01 0.6275076E-01  4.471410      1.838000    
  1958.2 0.1601926E-01 0.7359928E-01  5.366874      1.017667    
  1958.3 0.1523835E-01 0.7309055E-01  5.645163      1.710667    
  1958.4 0.1686081E-01 0.6352766E-01  5.799887      2.787667    
  1959.1 0.1816629E-01 0.5798631E-01  6.158744      2.800333    
  1959.2 0.2361414E-01 0.5104500E-01  5.584054      3.019333    
  1959.3 0.4415940E-01 0.5287044E-01  3.686890      3.533000    
  1959.4 0.5066862E-01 0.5592834E-01  3.034959      4.299333    
  1960.1 0.5368637E-01 0.5159512E-01  2.684376      3.943000    
  1960.2 0.5497181E-01 0.5225835E-01  2.699865      3.092333    
  1960.3 0.5981585E-01 0.5549938E-01  2.127145      2.390333    
  1960.4 0.6163165E-01 0.6251647E-01  1.561645      2.360667    
  1961.1 0.6239467E-01 0.6773354E-01  1.574294      2.376667    
  1961.2 0.6046407E-01 0.6971717E-01  1.572313      2.324667    
  1961.3 0.5531764E-01 0.6749309E-01  2.250805      2.324667    
  1961.4 0.4569960E-01 0.6171891E-01  3.611646      2.475000    
  1962.1 0.3527867E-01 0.5614436E-01  4.526969      2.739000    
  1962.2 0.2770034E-01 0.5482584E-01  5.505828      2.716000    
  1962.3 0.2238155E-01 0.5539051E-01  6.684179      2.858000    
  1962.4 0.2097934E-01 0.5505923E-01  7.806835      2.803333    
  1963.1 0.2053548E-01 0.5779253E-01  7.693474      2.909000    
  1963.2 0.2103849E-01 0.5680856E-01  7.085390      2.941333    
  1963.3 0.2333560E-01 0.5493742E-01  7.798562      3.280667    
  1963.4 0.2345236E-01 0.5572673E-01  9.323004      3.499333    
  1964.1 0.2527926E-01 0.5457706E-01  9.530218      3.538000    
  1964.2 0.3037519E-01 0.5220257E-01  8.723158      3.481333    
  1964.3 0.3172969E-01 0.4989598E-01  8.287474      3.504000    
  1964.4 0.3087308E-01 0.4953597E-01  8.632885      3.685000    
  1965.1 0.3137499E-01 0.4871666E-01  8.406103      3.899667    
  1965.2 0.3348750E-01 0.4655354E-01  7.721819      3.879000    
  1965.3 0.3797095E-01 0.4351989E-01  6.864514      3.859667    
  1965.4 0.4139077E-01 0.4102298E-01  6.378232      4.158667    
  1966.1 0.4332124E-01 0.3848268E-01  5.963564      4.630667    
  1966.2 0.4022708E-01 0.3807639E-01  6.479494      4.597333    
  1966.3 0.3812240E-01 0.3750700E-01  7.220060      5.047667    
  1966.4 0.4368013E-01 0.3683286E-01  4.765263      5.246000    
  1967.1 0.4540554E-01 0.3809930E-01  4.279993      4.533667    
  1967.2 0.4564715E-01 0.3806934E-01  5.004976      3.657333    
  1967.3 0.4908447E-01 0.3784696E-01  4.777510      4.344667    
  1967.4 0.5637405E-01 0.3915978E-01  4.003350      4.787333    
  1968.1 0.6101077E-01 0.3728355E-01  3.580679      5.064667    
  1968.2 0.6322369E-01 0.3537721E-01  3.410463      5.510000    
  1968.3 0.5832660E-01 0.3510557E-01  4.635340      5.226333    
  1968.4 0.5527660E-01 0.3392130E-01  4.969400      5.580667    
  1969.1 0.5173148E-01 0.3376971E-01  5.353996      6.137667    
  1969.2 0.4775092E-01 0.3424592E-01  5.367843      6.240000    
  1969.3 0.4795986E-01 0.3590757E-01  5.401826      7.046667    
  1969.4 0.4550022E-01 0.3581941E-01  4.496471      7.317667    
  1970.1 0.5229542E-01 0.4159508E-01  3.971286      7.262667    
  1970.2 0.5182171E-01 0.4746577E-01  4.441267      6.752333    
  1970.3 0.4938176E-01 0.5169088E-01  5.782160      6.374667    
  1970.4 0.4395422E-01 0.5802797E-01  6.593137      5.358333    
  1971.1 0.4335888E-01 0.5914467E-01  7.082450      3.863333    
  1971.2 0.4247940E-01 0.5907857E-01  7.090047      4.206000    
  1971.3 0.4100971E-01 0.5983336E-01  6.367957      5.050333    
  1971.4 0.4671385E-01 0.5954344E-01  6.312419      4.234333    
  1972.1 0.4849099E-01 0.5768041E-01  7.254442      3.435333    
  1972.2 0.4900747E-01 0.5658509E-01  7.870994      3.748333    
  1972.3 0.5292643E-01 0.5584112E-01  7.664604      4.241333    
  1972.4 0.5376055E-01 0.5304486E-01  7.185863      4.851333    
  1973.1 0.5274967E-01 0.4950510E-01  7.631291      5.639667    
  1973.2 0.5312636E-01 0.4889844E-01  8.366685      6.608333    
  1973.3 0.5065044E-01 0.4793204E-01  9.817075      8.388333    
  1973.4 0.5086110E-01 0.4769321E-01  9.644673      7.461667    
  1974.1 0.5397290E-01 0.5085049E-01  8.571100      7.600333    
  1974.2 0.5881271E-01 0.5161500E-01  7.820576      8.268000    
  1974.3 0.6907871E-01 0.5583721E-01  7.499446      8.286333    
  1974.4 0.7560623E-01 0.6556479E-01  7.147617      7.336000    
  1975.1 0.7783312E-01 0.8217515E-01  6.114227      5.873333    
  1975.2 0.8011126E-01 0.8828988E-01  5.647733      5.400667    
  1975.3 0.7831414E-01 0.8467753E-01  5.931546      6.336667    
  1975.4 0.7415756E-01 0.8259670E-01  5.899050      5.684333    
  1976.1 0.7054595E-01 0.7723461E-01  6.575619      4.953333    
  1976.2 0.6889121E-01 0.7526804E-01  6.642350      5.168667    
  1976.3 0.6742039E-01 0.7700112E-01  5.755887      5.168667    
  1976.4 0.7168513E-01 0.7733424E-01  5.188896      4.698000    
  1977.1 0.7198354E-01 0.7493048E-01  5.699770      4.624000    
  1977.2 0.7014689E-01 0.7104693E-01  6.139348      4.828667    
  1977.3 0.6549715E-01 0.6864221E-01  6.248858      5.472000    
  1977.4 0.6172115E-01 0.6612385E-01  6.613920      6.137000    
  1978.1 0.5852624E-01 0.6326666E-01  7.625750      6.408000    
  1978.2 0.5687100E-01 0.5999476E-01  8.125823      6.481000    
  1978.3 0.5566598E-01 0.6021465E-01  7.892651      7.315333    
  1978.4 0.5564379E-01 0.5883992E-01  7.748591      8.680333    
  1979.1 0.5825895E-01 0.5877879E-01  7.360595      9.357667    
  1979.2 0.6102396E-01 0.5714052E-01  7.144959      9.372333    
  1979.3 0.6726586E-01 0.5868435E-01  7.097361      9.631333    
  1979.4 0.7190595E-01 0.5940129E-01  11.22229      11.80367    
  1980.1 0.7015283E-01 0.6296949E-01  9.656853      13.45867    
  1980.2 0.6874407E-01 0.7323656E-01  7.125136      10.04933    
  1980.3 0.6947745E-01 0.7680771E-01  6.804386      9.235333    
  1980.4 0.6727320E-01 0.7398623E-01  10.43613      13.70967    
  1981.1 0.6857404E-01 0.7426606E-01  10.03655      14.36900    
  1981.2 0.7201297E-01 0.7398937E-01  14.88144      14.82900    
  1981.3 0.8190991E-01 0.7417361E-01  16.26718      15.08733    
  1981.4 0.8828284E-01 0.8241053E-01  15.79043      12.02267    
  1982.1 0.9173255E-01 0.8843563E-01  15.05298      12.89500    
  1982.2 0.9214146E-01 0.9425762E-01  12.59469      12.35900    
  1982.3 0.8984889E-01 0.9942961E-01  10.94926      9.705333    
  1982.4 0.8438261E-01 0.1067659      11.29940      7.935000    
  1983.1 0.7491740E-01 0.1039701      11.74705      8.081333    
  1983.2 0.6469352E-01 0.1010214      12.52660      8.420667    
  1983.3 0.5707068E-01 0.9360138E-01  13.29930      9.186667    
  1983.4 0.5245422E-01 0.8541760E-01  14.12799      8.793333    
  1984.1 0.4979176E-01 0.7871758E-01  13.91154      9.133333    
  1984.2 0.4670911E-01 0.7478733E-01  13.93261      9.843333    
  1984.3 0.4612508E-01 0.7451999E-01  14.33983      10.34333    
  1984.4 0.4685802E-01 0.7283015E-01  14.84662      8.973333    
  1985.1 0.4647860E-01 0.7279936E-01  14.87327      8.183333    
  1985.2 0.4625467E-01 0.7288834E-01  14.09696      7.523333    
  1985.3 0.4821258E-01 0.7210537E-01  14.25910      7.103333    
  1985.4 0.4901182E-01 0.7054201E-01  15.20582      7.146667    
  1986.1 0.5293144E-01 0.7015712E-01  14.50818      6.886667    
  1986.2 0.5426109E-01 0.7180384E-01  13.11500      6.130000    
  1986.3 0.5417647E-01 0.6991001E-01  13.08015      5.533333    
  1986.4 0.5172779E-01 0.6835172E-01  13.55296      5.340000    
  1987.1 0.5140191E-01 0.6620689E-01  13.53720      5.533333    
  1987.2 0.4847628E-01 0.6280795E-01  12.77982      5.733333    
  1987.3 0.4865896E-01 0.6014193E-01  12.18007      6.033333    
  1987.4 0.4559198E-01 0.5868976E-01  11.46354      6.003333    
  1988.1 0.4520982E-01 0.5727587E-01  11.65250      5.760000    
  1988.2 0.4653851E-01 0.5487146E-01  11.92726      6.230000    
  1988.3 0.4588878E-01 0.5492451E-01  12.90042      6.993333    
  1988.4 0.4357020E-01 0.5350265E-01  11.13206      7.703333    
  1989.1 0.4573046E-01 0.5215423E-01  9.481559      8.533333    
  1989.2 0.4849212E-01 0.5244464E-01  9.152411      8.440000    
  1989.3 0.5445486E-01 0.5277223E-01  8.875981      7.850000    
  1989.4 0.5733631E-01 0.5373561E-01  8.493895      7.633333    
  1990.1 0.6525474E-01 0.5300361E-01  7.625666      7.756667    
  1990.2 0.6233238E-01 0.5337414E-01  7.483873      7.766667    
  1990.3 0.5423334E-01 0.5687498E-01  8.199332      7.493333    
  1990.4 0.5317776E-01 0.6113686E-01  7.322714      7.023333    
  1991.1 0.4851400E-01 0.6574073E-01  7.327486      6.053333    
  1991.2 0.4661677E-01 0.6823443E-01  7.963273      5.593333    
  1991.3 0.4321109E-01 0.6853392E-01  8.203811      5.406667    
  1991.4 0.4050057E-01 0.7096660E-01  8.026210      4.583333    
  1992.1 0.4112337E-01 0.7379080E-01  7.959942      3.910000    
  1992.2 0.4334792E-01 0.7594573E-01  7.932765      3.723333    
  1992.3 0.4470744E-01 0.7626478E-01  7.705376      3.130000    
  1992.4 0.4774228E-01 0.7406133E-01  7.369215      3.076667    
  1993.1 0.5136884E-01 0.7149713E-01  6.671628      2.993333    
  1993.2 0.5642993E-01 0.7068857E-01  5.725433      2.983333    
  1993.3 0.5933136E-01 0.6799552E-01  4.748393      3.020000    
  1993.4 0.5934078E-01 0.6619143E-01  4.300648      3.080000    
  1994.1 0.6202901E-01 0.6555817E-01  4.214840      3.250000    
  1994.2 0.6769667E-01 0.6165512E-01  1.743514      4.036667    
  1994.3 0.5899904E-01 0.6001291E-01 0.7839710      4.510000    
  1994.4 0.4715340E-01 0.5619378E-01  3.397313      5.283333    
  1995.1 0.3636354E-01 0.5477964E-01  4.950455      5.780000    
  1995.2 0.2764192E-01 0.5674622E-01  4.856509      5.623333    
  1995.3 0.2509438E-01 0.5658385E-01  5.385088      5.380000    
  1995.4 0.2253451E-01 0.5572015E-01  6.839548      5.270000    
  1996.1 0.2243040E-01 0.5545427E-01  7.648282      4.950000    
  1996.2 0.2495175E-01 0.5470120E-01  7.035954      5.040000    
  1996.3 0.2920324E-01 0.5259294E-01  5.256138      5.136667    
  1996.4 0.3973386E-01 0.5310254E-01  4.179222      4.970000    
  1997.1 0.4348058E-01 0.5223738E-01  3.850986      5.063333    
  1997.2 0.4344305E-01 0.4974959E-01  3.974665      5.073333    
  1997.3 0.4427733E-01 0.4858023E-01  4.058518      5.056667    
  1997.4 0.4833833E-01 0.4680572E-01  3.497769      5.086667    
  1998.1 0.4845489E-01 0.4637954E-01  3.078500      5.053333    
  1998.2 0.4750687E-01 0.4414228E-01  3.251226      4.976667    
  1998.3 0.4741625E-01 0.4528502E-01  3.575491      4.823333    
  1998.4 0.4999627E-01 0.4429607E-01  3.307943      4.253333    
  1999.1 0.5050699E-01 0.4284456E-01  4.900464      4.406667    
  1999.2 0.5124998E-01 0.4248440E-01  5.059039      4.453333    
  1999.3 0.5483892E-01 0.4243400E-01  4.124365      4.650000    
  1999.4 0.5805835E-01 0.4077788E-01  2.694837      5.043333    
  2000.1 0.5959115E-01 0.4048765E-01  2.977646      5.520000    
  2000.2 0.5925879E-01 0.3947782E-01  3.657623      5.713333    
  2000.3 0.5935707E-01 0.4030117E-01  4.241979      6.016667    
  2000.4 0.5756508E-01 0.3918419E-01  4.244032      6.016667    
  2001.1 0.5438024E-01 0.4230321E-01  4.324390      4.816667    
  2001.2 0.5752096E-01 0.4411448E-01  4.220807      3.660000    
  2001.3 0.5909944E-01 0.4819249E-01  3.418886      3.170000    
  2001.4 0.6184928E-01 0.5537421E-01  2.829431      1.906667    
  2002.1 0.6173247E-01 0.5705425E-01  3.882075      1.820000    
  2002.2 0.6283808E-01 0.5845793E-01  4.458333      1.716667    
  2002.3 0.5995781E-01 0.5732000E-01  5.571343      1.643333    
  2002.4 0.5684481E-01 0.5851777E-01  4.631108      1.333333    
  2003.1 0.5458451E-01 0.5873963E-01  4.828741      1.156667    
  2003.2 0.5477188E-01 0.6152488E-01  5.183474      1.043333    
  2003.3 0.5428617E-01 0.6107130E-01  5.323179     0.9300000    
  2003.4 0.5365360E-01 0.5820932E-01  5.389801     0.9166667    
  2004.1 0.5051678E-01 0.5687648E-01  5.677943     0.9166667    
  2004.2 0.4735165E-01 0.5595400E-01  5.843587      1.076667    
  2004.3 0.4178435E-01 0.5440757E-01  6.017915      1.486667    
  2004.4 0.3943705E-01 0.5396538E-01  6.211417      2.006667    
  2005.1 0.4650185E-01 0.5292068E-01  5.481236      2.536667    
  2005.2 0.4630563E-01 0.5115378E-01  5.347992      2.863333    
  2005.3 0.4518638E-01 0.4975337E-01  6.170348      3.360000    
  2005.4 0.4440973E-01 0.4964352E-01  6.177226      3.826667    
  2006.1 0.4676282E-01 0.4731667E-01  5.217964      4.393333    
  2006.2 0.5090196E-01 0.4666969E-01  4.714825      4.703333    
  2006.3 0.5281309E-01 0.4655398E-01  4.417634      4.906667    
  2006.4 0.5358872E-01 0.4466963E-01  3.833705      4.903333    
  2007.1 0.5636291E-01 0.4536088E-01  2.546394      4.983333    
  2007.2 0.5674165E-01 0.4507805E-01  1.447473      4.736667    
  2007.3 0.5751741E-01 0.4670151E-01  1.136282      4.303333    
  2007.4 0.6048498E-01 0.4813029E-01 0.1861391      3.390000    
  2008.1 0.6511084E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.6023803E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5181005E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5562201E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6172285E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.6797888E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.7548421E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8626272E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9002774E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9145147E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9791814E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1003107     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1053432     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1024815     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9474839E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9300166E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9172126E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9156647E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9126630E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9073707E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9724872E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9521610E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.8771029E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.8503033E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8500074E-01 0.7353172E-01 0.8448735     0.2222305    
  2014.2 0.8568526E-01 0.7371212E-01 0.7473876     0.2267692    
  2014.3 0.8702940E-01 0.7344075E-01  0.000000     0.2727381    
  2014.4 0.9294330E-01 0.7270034E-01  0.000000     0.3896289    
  2015.1 0.9290115E-01 0.7163268E-01  0.000000     0.5446822    
  2015.2 0.9027098E-01 0.7041296E-01 0.4515702     0.7056998    
  2015.3 0.8980415E-01 0.6919799E-01 0.9959026     0.8622789    
  2015.4 0.8903982E-01 0.6810526E-01  1.762235      1.011500    
  2016.1 0.8903854E-01 0.6720077E-01  2.187174      1.148466    
  2016.2 0.9360236E-01 0.6650839E-01  0.000000      1.268463    
  2016.3 0.8778856E-01 0.6602361E-01  0.000000      1.370028    
  2016.4 0.7871092E-01 0.6572500E-01  2.466278      1.454232    
  2017.1 0.7496404E-01 0.6557762E-01  3.021894      1.523254    
  2017.2 0.7437663E-01 0.6554472E-01  2.312332      1.579320    
  2017.3 0.7573590E-01 0.6559437E-01  1.330056      1.624370    
  2017.4 0.7500190E-01 0.6569973E-01  1.270130      1.660170    
  2018.1 0.7399720E-01 0.6583532E-01  1.772748      1.688692    
  2018.2 0.7742304E-01 0.6598118E-01  1.695005      1.711782    
  2018.3 0.8025216E-01 0.6612472E-01  1.608611      1.730742    
  2018.4 0.8241754E-01 0.6625905E-01  1.777918      1.746369    
  2019.1 0.8427767E-01 0.6637441E-01  2.426172      1.759767    
  2019.2 0.8633346E-01 0.6646188E-01  2.266430      1.772234    
  2019.3 0.8536266E-01 0.6651811E-01  1.940874      1.784603    
  2019.4 0.8339008E-01 0.6654506E-01  2.117302      1.797049    
  2020.1 0.8255280E-01 0.6654177E-01  1.236456      1.809908    
  2020.2 0.8115182E-01 0.6650849E-01  0.000000      1.823601    
  2020.3 0.8110077E-01 0.6644969E-01  0.000000      1.838160    
  2020.4 0.8347501E-01 0.6637212E-01  0.000000      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.208912588712E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     132 IER= 4 F=  0.178441667131E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.21544503906E-09  0.42380910726E-08  0.47044311546E-08

X VALUES

  0.51966410356E+00  0.78136193621E+00  0.14212438968E+00

MEAN OF DEPENDENT VARIABLE   749999.215223019

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.519664104       0.007730753   67.22037
  2       1.100000000       0.781361936       0.072248717   10.81489
  3      -0.100000000       0.142124390       0.068775742    2.06649

SE of equation          =      0.009352615
Sum of squared residuals =  0.178441667E-01  -0.806699637E-02
Sum of ABS residuals     =  0.762533665    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99978

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.243151776096E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     115 IER= 4 F=  0.135717464705E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.77974235530E-07 -0.54839685381E-06 -0.10012736398E-05

X VALUES

  0.60500461802E+00  0.12916165129E+01 -0.35157947541E+00

MEAN OF DEPENDENT VARIABLE   749999.222568658

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.605004618       0.013966058   43.31964
  2       1.100000000       1.291616513       0.066596242   19.39474
  3      -0.100000000      -0.351579475       0.060899394   -5.77312

SE of equation          =      0.008156480
Sum of squared residuals =  0.135717465E-01   0.334842361E-01
Sum of ABS residuals     =  0.667439643    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94738

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.440013564434E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     101 IER= 4 F=  0.395921011121E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.54944137770E-07 -0.13911392780E-05 -0.20089464896E-05

X VALUES

  0.54907129296E+00  0.11125715930E+01 -0.17043027011E+00

MEAN OF DEPENDENT VARIABLE   749999.259793513

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.549071293       0.022458743   24.44800
  2       1.100000000       1.112571593       0.071292600   15.60571
  3      -0.100000000      -0.170430270       0.069071421   -2.46745

SE of equation          =      0.014359974
Sum of squared residuals =  0.395921011E-01   0.851441957E-01
Sum of ABS residuals     =  0.964547784    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98459

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.497707676615E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      95 IER= 1 F=  0.399322065102E-01
IER =  1 NO IMPROVEMENT FOR ANY VALUE OF LAMDA TRIED

GRADIENT VALUES

  0.87163677542E-07 -0.29860657053E-07 -0.23907381551E-07

X VALUES

  0.50751616317E+00  0.13329772694E+01 -0.37471373689E+00

MEAN OF DEPENDENT VARIABLE   749999.252309059

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.507516163       0.009892102   51.30519
  2       1.100000000       1.332977269       0.066440367   20.06276
  3      -0.100000000      -0.374713737       0.063421137   -5.90834

SE of equation          =      0.013990930
Sum of squared residuals =  0.399322065E-01  -0.227619710E-01
Sum of ABS residuals     =   1.13869353    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92998

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.534052069500E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      97 IER= 3 F=  0.533902635557E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.38506164266E-07 -0.15001996543E-05 -0.17968761144E-05

X VALUES

  0.53420569388E+00  0.99472216875E+00 -0.57456303571E-01

MEAN OF DEPENDENT VARIABLE   749999.272568021

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.534205694       0.333426758    1.60217
  2       1.100000000       0.994722169       2.588340628    0.38431
  3      -0.100000000      -0.057456304       2.423155499   -0.02371

SE of equation          =      0.511582817
Sum of squared residuals =   53.3902636        8.05462795    
Sum of ABS residuals     =   9.43649617    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96939

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.251345426187E+01

TERMINATION. ITERS=    7 FUNCTION EVALS=     108 IER= 4 F=  0.245802689089E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.16467823492E-06 -0.47760347773E-06 -0.79732119484E-07

X VALUES

  0.35156985243E+00  0.66901707762E+00  0.12893416137E-01

MEAN OF DEPENDENT VARIABLE   749999.240081223

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.351569852       0.141245694    2.48907
  2       1.100000000       0.669017078       0.238070113    2.81017
  3      -0.100000000       0.012893416       0.235760172    0.05469

SE of equation          =      0.109768627
Sum of squared residuals =   2.45802689        2.20991934    
Sum of ABS residuals     =   5.00666474    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96437

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.988035760973E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      90 IER= 4 F=  0.686659185463E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.60176527233E-07  0.69179237061E-05  0.74651041389E-05

X VALUES

  0.10251429018E+01  0.12580429106E+01 -0.29070493427E+00

MEAN OF DEPENDENT VARIABLE   749999.300649592

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.025142902       0.069845201   14.67736
  2       1.100000000       1.258042911       0.079887333   15.74771
  3      -0.100000000      -0.290704934       0.079319139   -3.66500

SE of equation          =      0.064706617
Sum of squared residuals =  0.686659185        1.28393789    
Sum of ABS residuals     =   5.09326182    
R squared                =    1.00000
Durbin-Watson statistic  =    1.82817

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.347978819218E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.309915424233E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.36854076466E-06  0.11336463426E-05  0.13854669750E-05

X VALUES

  0.62544447702E+00  0.11915365696E+01 -0.37263978370E+00

MEAN OF DEPENDENT VARIABLE   749999.274062449

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.625444477       0.046285413   13.51278
  2       1.100000000       1.191536570       0.092408148   12.89428
  3      -0.100000000      -0.372639784       0.093462339   -3.98706

SE of equation          =      0.038976830
Sum of squared residuals =  0.309915424        1.63695931    
Sum of ABS residuals     =   3.84626116    
R squared                =    1.00000
Durbin-Watson statistic  =    1.61389

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.334442778928E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     108 IER= 4 F=  0.267324272912E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.14281750029E-06  0.29754639940E-06  0.32526605594E-06

X VALUES

  0.72893399185E+00  0.75736832335E+00  0.36129307548E-01

MEAN OF DEPENDENT VARIABLE   749999.241717538

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.728933992       0.056598787   12.87897
  2       1.100000000       0.757368323       0.083461948    9.07441
  3      -0.100000000       0.036129308       0.082785315    0.43642

SE of equation          =      0.040373581
Sum of squared residuals =  0.267324273       0.476135831    
Sum of ABS residuals     =   2.72416460    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93200

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.392092256200E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     106 IER= 4 F=  0.282904498121E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.12295458285E-06  0.58733047150E-07 -0.22106433327E-07

X VALUES

  0.20341054344E+00  0.72341265230E+00  0.22813222676E+00

MEAN OF DEPENDENT VARIABLE   749999.248634329

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.203410543       0.057824402    3.51773
  2       1.100000000       0.723412652       0.072381135    9.99449
  3      -0.100000000       0.228132227       0.078212513    2.91683

SE of equation          =      0.042585096
Sum of squared residuals =  0.282904498       0.273832633    
Sum of ABS residuals     =   2.93598865    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92282

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.546047836083E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      77 IER= 4 F=  0.414025538888E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.52186380512E-05  0.23868318310E-05 -0.58149879840E-05

X VALUES

  0.63166726538E+00  0.10552946788E+01 -0.46932518315E+00

MEAN OF DEPENDENT VARIABLE   749999.276249102

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.631667265       0.045597831   13.85301
  2       1.100000000       1.055294679       0.080411704   13.12365
  3      -0.100000000      -0.469325183       0.079916387   -5.87270

SE of equation          =      0.045050382
Sum of squared residuals =  0.414025539        1.32186669    
Sum of ABS residuals     =   4.42630309    
R squared                =    1.00000
Durbin-Watson statistic  =    1.64941

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.737897193773E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.703815554672E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.15880971110E-10 -0.16622092537E-10

X VALUES

  0.75589120908E+00  0.15445653059E+00

MEAN OF DEPENDENT VARIABLE   749999.241430184

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.755891209       0.182990931    4.13076
  2      -0.100000000       0.154456531       0.175991100    0.87764

SE of equation          =      0.024632043
Sum of squared residuals =  0.703815555E-01   0.715327049    
Sum of ABS residuals     =   1.15857804    
R squared                =    1.00000
Durbin-Watson statistic  =    1.36269

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.419338866717E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      37 IER= 3 F=  0.413718570971E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.75322108399E-12 -0.20635878429E-11

X VALUES

  0.11054752531E+01 -0.13450154647E+00

MEAN OF DEPENDENT VARIABLE   749999.291770378

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.105475253       0.081135314   13.62508
  2      -0.100000000      -0.134501546       0.081089430   -1.65868

SE of equation          =      0.045033679
Sum of squared residuals =  0.413718571        1.71349649    
Sum of ABS residuals     =   4.11147002    
R squared                =    1.00000
Durbin-Watson statistic  =    1.84530

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5002232E-01 0.5234225E-01  1.004512      1.083667    
  1954.2 0.6708863E-01 0.5783462E-01  0.000000     0.8143333    
  1954.3 0.6761837E-01 0.5970489E-01  0.000000     0.8696667    
  1954.4 0.6019127E-01 0.5361334E-01  2.056927      1.036333    
  1955.1 0.5226154E-01 0.4710636E-01  3.267567      1.256333    
  1955.2 0.4345730E-01 0.4380454E-01  4.277747      1.614333    
  1955.3 0.3558454E-01 0.4109694E-01  5.090327      1.861333    
  1955.4 0.2700717E-01 0.4208878E-01  6.514301      2.349333    
  1956.1 0.2244342E-01 0.4031458E-01  6.488954      2.379333    
  1956.2 0.2182460E-01 0.4190614E-01  6.227371      2.596667    
  1956.3 0.2830197E-01 0.4128671E-01  5.526597      2.596667    
  1956.4 0.3300348E-01 0.4100540E-01  4.810048      3.063667    
  1957.1 0.3415380E-01 0.3946671E-01  4.783970      3.171667    
  1957.2 0.3170270E-01 0.4062513E-01  5.349829      3.157000    
  1957.3 0.3182210E-01 0.4207225E-01  5.629946      3.382333    
  1957.4 0.2854887E-01 0.4923487E-01  5.367369      3.343333    
  1958.1 0.2327608E-01 0.6275076E-01  6.866968      1.838000    
  1958.2 0.2031272E-01 0.7359928E-01  8.029269      1.017667    
  1958.3 0.1850141E-01 0.7309055E-01  8.114869      1.710667    
  1958.4 0.2004417E-01 0.6352766E-01  7.959607      2.787667    
  1959.1 0.2350301E-01 0.5798631E-01  7.637347      2.800333    
  1959.2 0.2617767E-01 0.5104500E-01  7.957377      3.019333    
  1959.3 0.4534687E-01 0.5287044E-01  6.776114      3.533000    
  1959.4 0.5109603E-01 0.5592834E-01  6.444278      4.299333    
  1960.1 0.6133363E-01 0.5159512E-01  5.807008      3.943000    
  1960.2 0.6591573E-01 0.5225835E-01  5.033674      3.092333    
  1960.3 0.7099433E-01 0.5549938E-01  4.521674      2.390333    
  1960.4 0.6905104E-01 0.6251647E-01  3.248608      2.360667    
  1961.1 0.7018387E-01 0.6773354E-01  2.863784      2.376667    
  1961.2 0.6658611E-01 0.6971717E-01  3.107401      2.324667    
  1961.3 0.6223386E-01 0.6749309E-01  3.373283      2.324667    
  1961.4 0.5267392E-01 0.6171891E-01  3.613043      2.475000    
  1962.1 0.4227514E-01 0.5614436E-01  3.990942      2.739000    
  1962.2 0.3608468E-01 0.5482584E-01  4.662150      2.716000    
  1962.3 0.2856513E-01 0.5539051E-01  5.166565      2.858000    
  1962.4 0.2191004E-01 0.5505923E-01  5.574522      2.803333    
  1963.1 0.1858394E-01 0.5779253E-01  5.868081      2.909000    
  1963.2 0.1468670E-01 0.5680856E-01  6.244920      2.941333    
  1963.3 0.1265454E-01 0.5493742E-01  7.683246      3.280667    
  1963.4 0.9119587E-02 0.5572673E-01  9.640147      3.499333    
  1964.1 0.1055219E-01 0.5457706E-01  9.633399      3.538000    
  1964.2 0.1451839E-01 0.5220257E-01  9.317601      3.481333    
  1964.3 0.2070984E-01 0.4989598E-01  9.089891      3.504000    
  1964.4 0.2110474E-01 0.4953597E-01  9.911580      3.685000    
  1965.1 0.2966829E-01 0.4871666E-01  9.121657      3.899667    
  1965.2 0.3945031E-01 0.4655354E-01  6.982942      3.879000    
  1965.3 0.4855117E-01 0.4351989E-01  5.995934      3.859667    
  1965.4 0.5046148E-01 0.4102298E-01  6.332720      4.158667    
  1966.1 0.5356198E-01 0.3848268E-01  6.497597      4.630667    
  1966.2 0.5635881E-01 0.3807639E-01  5.321996      4.597333    
  1966.3 0.6072111E-01 0.3750700E-01  4.125523      5.047667    
  1966.4 0.6466894E-01 0.3683286E-01  2.850643      5.246000    
  1967.1 0.5975476E-01 0.3809930E-01  3.243555      4.533667    
  1967.2 0.5719070E-01 0.3806934E-01  4.021517      3.657333    
  1967.3 0.5541069E-01 0.3784696E-01  4.558066      4.344667    
  1967.4 0.5311744E-01 0.3915978E-01  5.202195      4.787333    
  1968.1 0.4874753E-01 0.3728355E-01  5.421824      5.064667    
  1968.2 0.4219627E-01 0.3537721E-01  5.336762      5.510000    
  1968.3 0.3799724E-01 0.3510557E-01  6.411970      5.226333    
  1968.4 0.3349629E-01 0.3392130E-01  8.439176      5.580667    
  1969.1 0.3659989E-01 0.3376971E-01  8.226969      6.137667    
  1969.2 0.3625065E-01 0.3424592E-01  7.488457      6.240000    
  1969.3 0.3641017E-01 0.3590757E-01  7.905998      7.046667    
  1969.4 0.3626343E-01 0.3581941E-01  8.384933      7.317667    
  1970.1 0.4213387E-01 0.4159508E-01  7.744503      7.262667    
  1970.2 0.4475704E-01 0.4746577E-01  7.224907      6.752333    
  1970.3 0.4615018E-01 0.5169088E-01  7.261655      6.374667    
  1970.4 0.4810712E-01 0.5802797E-01  6.965858      5.358333    
  1971.1 0.5106260E-01 0.5914467E-01  7.101892      3.863333    
  1971.2 0.4923935E-01 0.5907857E-01  7.470405      4.206000    
  1971.3 0.4797908E-01 0.5983336E-01  7.262218      5.050333    
  1971.4 0.5118812E-01 0.5954344E-01  7.003246      4.234333    
  1972.1 0.5833245E-01 0.5768041E-01  6.229635      3.435333    
  1972.2 0.5995410E-01 0.5658509E-01  6.559150      3.748333    
  1972.3 0.6021791E-01 0.5584112E-01  7.375764      4.241333    
  1972.4 0.6642808E-01 0.5304486E-01  5.188419      4.851333    
  1973.1 0.7055178E-01 0.4950510E-01  4.372114      5.639667    
  1973.2 0.7654224E-01 0.4889844E-01  5.056687      6.608333    
  1973.3 0.8038301E-01 0.4793204E-01  6.576860      8.388333    
  1973.4 0.8281863E-01 0.4769321E-01  5.105548      7.461667    
  1974.1 0.8404171E-01 0.5085049E-01  4.075167      7.600333    
  1974.2 0.8216106E-01 0.5161500E-01  3.995417      8.268000    
  1974.3 0.8133543E-01 0.5583721E-01  5.662419      8.286333    
  1974.4 0.7828933E-01 0.6556479E-01  7.403857      7.336000    
  1975.1 0.7441923E-01 0.8217515E-01  8.205853      5.873333    
  1975.2 0.7412664E-01 0.8828988E-01  7.904107      5.400667    
  1975.3 0.7416121E-01 0.8467753E-01  7.856387      6.336667    
  1975.4 0.7413696E-01 0.8259670E-01  7.907855      5.684333    
  1976.1 0.7582567E-01 0.7723461E-01  6.626460      4.953333    
  1976.2 0.7955022E-01 0.7526804E-01  4.968605      5.168667    
  1976.3 0.8546490E-01 0.7700112E-01  4.167765      5.168667    
  1976.4 0.9236007E-01 0.7733424E-01  2.784684      4.698000    
  1977.1 0.9622294E-01 0.7493048E-01  2.072949      4.624000    
  1977.2 0.9641236E-01 0.7104693E-01  2.558947      4.828667    
  1977.3 0.9841823E-01 0.6864221E-01  2.846850      5.472000    
  1977.4 0.9604607E-01 0.6612385E-01  3.264942      6.137000    
  1978.1 0.9385556E-01 0.6326666E-01  4.251211      6.408000    
  1978.2 0.8643071E-01 0.5999476E-01  5.301636      6.481000    
  1978.3 0.8197517E-01 0.6021465E-01  5.232504      7.315333    
  1978.4 0.8127009E-01 0.5883992E-01  4.814647      8.680333    
  1979.1 0.8668627E-01 0.5877879E-01  4.547553      9.357667    
  1979.2 0.8626058E-01 0.5714052E-01  4.843129      9.372333    
  1979.3 0.8223789E-01 0.5868435E-01  6.200154      9.631333    
  1979.4 0.8077795E-01 0.5940129E-01  10.76942      11.80367    
  1980.1 0.7710172E-01 0.6296949E-01  10.57707      13.45867    
  1980.2 0.7573742E-01 0.7323656E-01  8.653317      10.04933    
  1980.3 0.7673433E-01 0.7680771E-01  11.44859      9.235333    
  1980.4 0.7648447E-01 0.7398623E-01  16.10756      13.70967    
  1981.1 0.8149253E-01 0.7426606E-01  16.70340      14.36900    
  1981.2 0.9625944E-01 0.7398937E-01  12.52545      14.82900    
  1981.3 0.1021569     0.7417361E-01  8.930066      15.08733    
  1981.4 0.1009596     0.8241053E-01  10.41191      12.02267    
  1982.1 0.9635022E-01 0.8843563E-01  15.44232      12.89500    
  1982.2 0.9401929E-01 0.9425762E-01  14.64322      12.35900    
  1982.3 0.9015412E-01 0.9942961E-01  13.50318      9.705333    
  1982.4 0.8406275E-01 0.1067659      12.63888      7.935000    
  1983.1 0.8055637E-01 0.1039701      12.28522      8.081333    
  1983.2 0.7678504E-01 0.1010214      11.73400      8.420667    
  1983.3 0.7350566E-01 0.9360138E-01  11.48598      9.186667    
  1983.4 0.7035406E-01 0.8541760E-01  11.46031      8.793333    
  1984.1 0.7167345E-01 0.7871758E-01  10.92508      9.133333    
  1984.2 0.7001677E-01 0.7478733E-01  10.14149      9.843333    
  1984.3 0.6627880E-01 0.7451999E-01  9.777334      10.34333    
  1984.4 0.6255611E-01 0.7283015E-01  9.240964      8.973333    
  1985.1 0.5867291E-01 0.7279936E-01  9.457625      8.183333    
  1985.2 0.5383215E-01 0.7288834E-01  9.826405      7.523333    
  1985.3 0.5259284E-01 0.7210537E-01  9.667294      7.103333    
  1985.4 0.5101721E-01 0.7054201E-01  9.053415      7.146667    
  1986.1 0.5168927E-01 0.7015712E-01  7.588424      6.886667    
  1986.2 0.4924691E-01 0.7180384E-01  6.622538      6.130000    
  1986.3 0.4845769E-01 0.6991001E-01  6.900594      5.533333    
  1986.4 0.5071014E-01 0.6835172E-01  6.091601      5.340000    
  1987.1 0.4890684E-01 0.6620689E-01  5.729653      5.533333    
  1987.2 0.4889132E-01 0.6280795E-01  5.809365      5.733333    
  1987.3 0.4695904E-01 0.6014193E-01  6.084059      6.033333    
  1987.4 0.4549500E-01 0.5868976E-01  5.851855      6.003333    
  1988.1 0.4777114E-01 0.5727587E-01  5.226061      5.760000    
  1988.2 0.4603106E-01 0.5487146E-01  5.647685      6.230000    
  1988.3 0.4467025E-01 0.5492451E-01  6.433485      6.993333    
  1988.4 0.4960141E-01 0.5350265E-01  3.833380      7.703333    
  1989.1 0.5086455E-01 0.5215423E-01  3.708025      8.533333    
  1989.2 0.5352570E-01 0.5244464E-01  4.791385      8.440000    
  1989.3 0.5280080E-01 0.5277223E-01  5.192847      7.850000    
  1989.4 0.5058568E-01 0.5373561E-01  5.083977      7.633333    
  1990.1 0.5700286E-01 0.5300361E-01  4.793010      7.756667    
  1990.2 0.5382935E-01 0.5337414E-01  5.130297      7.766667    
  1990.3 0.4718046E-01 0.5687498E-01  6.016365      7.493333    
  1990.4 0.4981403E-01 0.6113686E-01  5.088763      7.023333    
  1991.1 0.5239460E-01 0.6574073E-01  4.403851      6.053333    
  1991.2 0.5724701E-01 0.6823443E-01  3.853831      5.593333    
  1991.3 0.6219667E-01 0.6853392E-01  3.309269      5.406667    
  1991.4 0.6435700E-01 0.7096660E-01  3.057460      4.583333    
  1992.1 0.6893025E-01 0.7379080E-01  3.357669      3.910000    
  1992.2 0.7228214E-01 0.7594573E-01  2.792436      3.723333    
  1992.3 0.7730450E-01 0.7626478E-01  1.813482      3.130000    
  1992.4 0.8201821E-01 0.7406133E-01 0.4982185      3.076667    
  1993.1 0.8521471E-01 0.7149713E-01  1.034045      2.993333    
  1993.2 0.8631155E-01 0.7068857E-01  1.114366      2.983333    
  1993.3 0.8685702E-01 0.6799552E-01  0.000000      3.020000    
  1993.4 0.9206138E-01 0.6619143E-01  0.000000      3.080000    
  1994.1 0.8949403E-01 0.6555817E-01 0.1157212      3.250000    
  1994.2 0.8592864E-01 0.6165512E-01  0.000000      4.036667    
  1994.3 0.8437500E-01 0.6001291E-01 0.1339142      4.510000    
  1994.4 0.8179913E-01 0.5619378E-01 0.4545880      5.283333    
  1995.1 0.7922384E-01 0.5477964E-01 0.9609174      5.780000    
  1995.2 0.8042068E-01 0.5674622E-01  1.240334      5.623333    
  1995.3 0.7943378E-01 0.5658385E-01  2.377511      5.380000    
  1995.4 0.7887100E-01 0.5572015E-01  1.047698      5.270000    
  1996.1 0.7683522E-01 0.5545427E-01 0.2847821      4.950000    
  1996.2 0.7712034E-01 0.5470120E-01 0.5389782      5.040000    
  1996.3 0.7806325E-01 0.5259294E-01 0.5723872      5.136667    
  1996.4 0.7732587E-01 0.5310254E-01 0.5688300      4.970000    
  1997.1 0.7551338E-01 0.5223738E-01 0.5776831      5.063333    
  1997.2 0.7196455E-01 0.4974959E-01  1.052106      5.073333    
  1997.3 0.6914063E-01 0.4858023E-01  1.691971      5.056667    
  1997.4 0.6873586E-01 0.4680572E-01  1.863150      5.086667    
  1998.1 0.6923916E-01 0.4637954E-01  2.847628      5.053333    
  1998.2 0.6969233E-01 0.4414228E-01  3.357931      4.976667    
  1998.3 0.7302830E-01 0.4528502E-01  2.611811      4.823333    
  1998.4 0.8024517E-01 0.4429607E-01  1.536470      4.253333    
  1999.1 0.9321729E-01 0.4284456E-01 0.4885946      4.406667    
  1999.2 0.9551950E-01 0.4248440E-01 0.5018865      4.453333    
  1999.3 0.8864283E-01 0.4243400E-01  1.336914      4.650000    
  1999.4 0.8464082E-01 0.4077788E-01 0.7967592      5.043333    
  2000.1 0.7472477E-01 0.4048765E-01 0.9644253      5.520000    
  2000.2 0.7285989E-01 0.3947782E-01  1.246696      5.713333    
  2000.3 0.7781614E-01 0.4030117E-01 0.5210965      6.016667    
  2000.4 0.8155378E-01 0.3918419E-01  0.000000      6.016667    
  2001.1 0.7818064E-01 0.4230321E-01  0.000000      4.816667    
  2001.2 0.7632592E-01 0.4411448E-01 0.8819846      3.660000    
  2001.3 0.7322488E-01 0.4819249E-01  1.297193      3.170000    
  2001.4 0.7123074E-01 0.5537421E-01  1.122003      1.906667    
  2002.1 0.6889656E-01 0.5705425E-01  1.434402      1.820000    
  2002.2 0.6535132E-01 0.5845793E-01  1.355281      1.716667    
  2002.3 0.6334095E-01 0.5732000E-01  1.669629      1.643333    
  2002.4 0.6099582E-01 0.5851777E-01  2.489041      1.333333    
  2003.1 0.5724025E-01 0.5873963E-01  2.804895      1.156667    
  2003.2 0.5449717E-01 0.6152488E-01  2.609783      1.043333    
  2003.3 0.5281016E-01 0.6107130E-01  2.563891     0.9300000    
  2003.4 0.5096836E-01 0.5820932E-01  2.821637     0.9166667    
  2004.1 0.4597659E-01 0.5687648E-01  3.623854     0.9166667    
  2004.2 0.4460753E-01 0.5595400E-01  4.126183      1.076667    
  2004.3 0.3733499E-01 0.5440757E-01  5.391110      1.486667    
  2004.4 0.3692325E-01 0.5396538E-01  5.161113      2.006667    
  2005.1 0.4612550E-01 0.5292068E-01  4.448441      2.536667    
  2005.2 0.4413844E-01 0.5115378E-01  4.822588      2.863333    
  2005.3 0.3709344E-01 0.4975337E-01  5.821888      3.360000    
  2005.4 0.4039499E-01 0.4964352E-01  4.645961      3.826667    
  2006.1 0.4848476E-01 0.4731667E-01  3.616538      4.393333    
  2006.2 0.4716254E-01 0.4666969E-01  4.304227      4.703333    
  2006.3 0.4106889E-01 0.4655398E-01  5.551597      4.906667    
  2006.4 0.4442556E-01 0.4466963E-01  4.296922      4.903333    
  2007.1 0.4723045E-01 0.4536088E-01  3.544211      4.983333    
  2007.2 0.4915302E-01 0.4507805E-01  4.354626      4.736667    
  2007.3 0.5300088E-01 0.4670151E-01  4.785367      4.303333    
  2007.4 0.5234490E-01 0.4813029E-01  5.293268      3.390000    
  2008.1 0.5476082E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5734997E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6213609E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.7155879E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7972805E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8832726E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9551055E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9998638E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1074110     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1072088     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1074760     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1061815     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1024798     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1003849     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9906040E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9715528E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9394664E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8919412E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8622248E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8411048E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.8631924E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9051025E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9345180E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9429486E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.9372514E-01 0.7353172E-01 0.1449750     0.2222305    
  2014.2 0.9435378E-01 0.7371212E-01 0.1901130     0.2267692    
  2014.3 0.9456262E-01 0.7344075E-01 0.2520727     0.2727381    
  2014.4 0.9336853E-01 0.7270034E-01 0.3234258     0.3896289    
  2015.1 0.9580299E-01 0.7163268E-01  0.000000     0.5446822    
  2015.2 0.9837968E-01 0.7041296E-01  0.000000     0.7056998    
  2015.3 0.9907272E-01 0.6919799E-01  0.000000     0.8622789    
  2015.4 0.9878034E-01 0.6810526E-01  0.000000      1.011500    
  2016.1 0.1003236     0.6720077E-01  0.000000      1.148466    
  2016.2 0.1001575     0.6650839E-01  0.000000      1.268463    
  2016.3 0.9987857E-01 0.6602361E-01  0.000000      1.370028    
  2016.4 0.9720958E-01 0.6572500E-01 0.1312020      1.454232    
  2017.1 0.9574484E-01 0.6557762E-01  0.000000      1.523254    
  2017.2 0.9338138E-01 0.6554472E-01  0.000000      1.579320    
  2017.3 0.9075459E-01 0.6559437E-01  0.000000      1.624370    
  2017.4 0.8529504E-01 0.6569973E-01 0.1902042      1.660170    
  2018.1 0.8164651E-01 0.6583532E-01 0.9488729E-01  1.688692    
  2018.2 0.7869810E-01 0.6598118E-01 0.3717594E-01  1.711782    
  2018.3 0.7640493E-01 0.6612472E-01 0.8966205E-01  1.730742    
  2018.4 0.7373524E-01 0.6625905E-01 0.3326852      1.746369    
  2019.1 0.7306804E-01 0.6637441E-01 0.1569918E-03  1.759767    
  2019.2 0.7279802E-01 0.6646188E-01  0.000000      1.772234    
  2019.3 0.7294517E-01 0.6651811E-01  0.000000      1.784603    
  2019.4 0.7042629E-01 0.6654506E-01 0.1501750      1.797049    
  2020.1 0.6978187E-01 0.6654177E-01  0.000000      1.809908    
  2020.2 0.6983577E-01 0.6650849E-01  0.000000      1.823601    
  2020.3 0.7268829E-01 0.6644969E-01 0.3585644      1.838160    
  2020.4 0.7260095E-01 0.6637212E-01 0.5896615      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.331241964743E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     121 IER= 4 F=  0.294277544393E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.96543374944E-07 -0.27050772988E-07 -0.60405073532E-07

X VALUES

  0.58532323162E+00  0.11065714862E+01 -0.14796048344E+00

MEAN OF DEPENDENT VARIABLE   749999.225444098

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.585323232       0.021596400   27.10281
  2       1.100000000       1.106571486       0.070035635   15.80012
  3      -0.100000000      -0.147960483       0.067997594   -2.17597

SE of equation          =      0.012010566
Sum of squared residuals =  0.294277544E-01  -0.333773603E-01
Sum of ABS residuals     =  0.919866021    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99896

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.235728969109E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     122 IER= 4 F=  0.151535423595E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.89608920003E-06 -0.23743882252E-06 -0.22010607767E-06

X VALUES

  0.63609780029E+00  0.97176811543E+00 -0.28816920523E-01

MEAN OF DEPENDENT VARIABLE   749999.237950229

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.636097800       0.017744402   35.84780
  2       1.100000000       0.971768115       0.073193206   13.27675
  3      -0.100000000      -0.028816921       0.068877946   -0.41838

SE of equation          =      0.008618705
Sum of squared residuals =  0.151535424E-01  -0.434770458E-01
Sum of ABS residuals     =  0.697685757    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99168

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.731427436719E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.656405883075E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.36166942953E-07  0.19124451841E-05  0.14495948309E-05

X VALUES

  0.55938913568E+00  0.10158623665E+01 -0.11210003674E+00

MEAN OF DEPENDENT VARIABLE   749999.261098769

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.559389136       0.034458316   16.23379
  2       1.100000000       1.015862367       0.071413044   14.22517
  3      -0.100000000      -0.112100037       0.069007258   -1.62447

SE of equation          =      0.018489945
Sum of squared residuals =  0.656405883E-01   0.256307817    
Sum of ABS residuals     =   1.26453993    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98819

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.533912061864E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.449985494042E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.12061107224E-06 -0.25372324751E-04 -0.27261564198E-04

X VALUES

  0.52819759484E+00  0.11950724219E+01 -0.24251977683E+00

MEAN OF DEPENDENT VARIABLE   749999.265713956

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.528197595       0.012342197   42.79608
  2       1.100000000       1.195072422       0.068469543   17.45407
  3      -0.100000000      -0.242519777       0.065235212   -3.71762

SE of equation          =      0.014851974
Sum of squared residuals =  0.449985494E-01   0.147238655    
Sum of ABS residuals     =   1.25654269    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94841

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.384505757829E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      94 IER= 3 F=  0.384344036710E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.34272187730E-06 -0.30592939271E-05 -0.32765758180E-05

X VALUES

  0.53748598046E+00  0.12197678381E+01 -0.26427067556E+00

MEAN OF DEPENDENT VARIABLE   749999.266453676

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.537485980       0.272586863    1.97180
  2       1.100000000       1.219767838       1.912270300    0.63786
  3      -0.100000000      -0.264270676       1.808647009   -0.14612

SE of equation          =      0.434055226
Sum of squared residuals =   38.4344037        6.77489519    
Sum of ABS residuals     =   8.44479726    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96648

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.228273719319E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.218424436724E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.54770284442E-05  0.29092957064E-05  0.62318565081E-05

X VALUES

  0.48208541022E+00  0.10156596301E+01 -0.40960554196E+00

MEAN OF DEPENDENT VARIABLE   749999.227918478

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.482085410       0.124878345    3.86044
  2       1.100000000       1.015659630       0.192734323    5.26974
  3      -0.100000000      -0.409605542       0.185759666   -2.20503

SE of equation          =      0.103475022
Sum of squared residuals =   2.18424437        2.43717007    
Sum of ABS residuals     =   5.32506782    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92278

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.832577533878E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.737469265578E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.11949990703E-06  0.16776170436E-05 -0.12936206782E-05

X VALUES

  0.94221357726E+00  0.10519931694E+01 -0.65613211859E-01

MEAN OF DEPENDENT VARIABLE   749999.393753279

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.942213577       0.100281996    9.39564
  2       1.100000000       1.051993169       0.083673759   12.57256
  3      -0.100000000      -0.065613212       0.083387050   -0.78685

SE of equation          =      0.067057914
Sum of squared residuals =  0.737469266        1.34319790    
Sum of ABS residuals     =   5.03285341    
R squared                =    1.00000
Durbin-Watson statistic  =    1.85805

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.285503214428E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     101 IER= 4 F=  0.253824397975E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.14330392587E-05 -0.29448536299E-06 -0.26036280421E-05

X VALUES

  0.56706533212E+00  0.82643211890E+00 -0.13248004809E+00

MEAN OF DEPENDENT VARIABLE   749999.258998550

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.567065332       0.040505189   13.99982
  2       1.100000000       0.826432119       0.104050459    7.94261
  3      -0.100000000      -0.132480048       0.101576516   -1.30424

SE of equation          =      0.035273747
Sum of squared residuals =  0.253824398        1.06124178    
Sum of ABS residuals     =   3.30264730    
R squared                =    1.00000
Durbin-Watson statistic  =    1.59142

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.561818609844E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.447550764838E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.19868979496E-05 -0.65546309580E-05 -0.24287855609E-05

X VALUES

  0.11221476945E+00  0.71305851054E+00  0.96927470185E-01

MEAN OF DEPENDENT VARIABLE   749999.273296014

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.112214769       0.090741634    1.23664
  2       1.100000000       0.713058511       0.080203048    8.89067
  3      -0.100000000       0.096927470       0.078479015    1.23508

SE of equation          =      0.052239526
Sum of squared residuals =  0.447550765        1.10279872    
Sum of ABS residuals     =   3.32227534    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96615

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.417154407848E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     110 IER= 1 F=  0.286324049068E+00
IER =  1 NO IMPROVEMENT FOR ANY VALUE OF LAMDA TRIED

GRADIENT VALUES

  0.30871818715E-07 -0.16484781997E-07 -0.15623382673E-07

X VALUES

 -0.17396784851E+00  0.98899382256E+00 -0.24640619887E-01

MEAN OF DEPENDENT VARIABLE   749999.238340961

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000      -0.173967849       0.084208028   -2.06593
  2       1.100000000       0.988993823       0.083615079   11.82794
  3      -0.100000000      -0.024640620       0.086954637   -0.28337

SE of equation          =      0.042841692
Sum of squared residuals =  0.286324049       0.235543707    
Sum of ABS residuals     =   3.02844340    
R squared                =    1.00000
Durbin-Watson statistic  =    1.83495

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.449671957124E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.388465584321E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.91681359178E-08 -0.15861642026E-06 -0.17724045048E-06

X VALUES

  0.56303505925E+00  0.91646568969E+00 -0.27648849729E+00

MEAN OF DEPENDENT VARIABLE   749999.267363244

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.563035059       0.053488762   10.52623
  2       1.100000000       0.916465690       0.089894425   10.19491
  3      -0.100000000      -0.276488497       0.087606735   -3.15602

SE of equation          =      0.043637634
Sum of squared residuals =  0.388465584        1.38444579    
Sum of ABS residuals     =   4.33378000    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72494

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.738245615669E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.729135011589E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.11144004497E-11 -0.29309076888E-11

X VALUES

  0.99625141481E+00 -0.47349794949E-01

MEAN OF DEPENDENT VARIABLE   749999.248303522

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.996251415       0.136988558    7.27252
  2      -0.100000000      -0.047349795       0.139209397   -0.34013

SE of equation          =      0.025071192
Sum of squared residuals =  0.729135012E-01   0.818965191    
Sum of ABS residuals     =   1.15393446    
R squared                =    1.00000
Durbin-Watson statistic  =    1.32759

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.241351919302E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.225223050804E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.45369913887E-11  0.30652057325E-11

X VALUES

  0.12541114835E+01 -0.31692657242E+00

MEAN OF DEPENDENT VARIABLE   749999.252283220

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.254111484       0.083547799   15.01071
  2      -0.100000000      -0.316926572       0.081616086   -3.88314

SE of equation          =      0.033227016
Sum of squared residuals =  0.225223051        1.38440986    
Sum of ABS residuals     =   3.03377097    
R squared                =    1.00000
Durbin-Watson statistic  =    1.60937

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4935357E-01 0.5234225E-01 0.4283966      1.083667    
  1954.2 0.5267622E-01 0.5783462E-01 0.6035586     0.8143333    
  1954.3 0.5366152E-01 0.5970489E-01  1.565325     0.8696667    
  1954.4 0.6016405E-01 0.5361334E-01  0.000000      1.036333    
  1955.1 0.6238667E-01 0.4710636E-01  0.000000      1.256333    
  1955.2 0.6226546E-01 0.4380454E-01 0.5855299      1.614333    
  1955.3 0.5816721E-01 0.4109694E-01 0.9756111      1.861333    
  1955.4 0.5311381E-01 0.4208878E-01  1.565608      2.349333    
  1956.1 0.5419814E-01 0.4031458E-01  1.803504      2.379333    
  1956.2 0.4618895E-01 0.4190614E-01  2.789994      2.596667    
  1956.3 0.3093907E-01 0.4128671E-01  4.574462      2.596667    
  1956.4 0.2253148E-01 0.4100540E-01  4.808112      3.063667    
  1957.1 0.1133468E-01 0.3946671E-01  5.487169      3.171667    
  1957.2 0.1158297E-01 0.4062513E-01  5.866739      3.157000    
  1957.3 0.1326986E-01 0.4207225E-01  5.428582      3.382333    
  1957.4 0.1887462E-01 0.4923487E-01  4.781925      3.343333    
  1958.1 0.2335037E-01 0.6275076E-01  4.841686      1.838000    
  1958.2 0.2379133E-01 0.7359928E-01  5.091888      1.017667    
  1958.3 0.2647065E-01 0.7309055E-01  5.922443      1.710667    
  1958.4 0.2636417E-01 0.6352766E-01  7.328391      2.787667    
  1959.1 0.2736735E-01 0.5798631E-01  8.068951      2.800333    
  1959.2 0.3204857E-01 0.5104500E-01  7.540666      3.019333    
  1959.3 0.5211807E-01 0.5287044E-01  5.409949      3.533000    
  1959.4 0.6408363E-01 0.5592834E-01  4.104482      4.299333    
  1960.1 0.7394173E-01 0.5159512E-01  2.892301      3.943000    
  1960.2 0.7997708E-01 0.5225835E-01  2.116511      3.092333    
  1960.3 0.8423210E-01 0.5549938E-01 0.9577699      2.390333    
  1960.4 0.8156423E-01 0.6251647E-01 0.8081806      2.360667    
  1961.1 0.7649129E-01 0.6773354E-01  1.059062      2.376667    
  1961.2 0.7110533E-01 0.6971717E-01  1.290155      2.324667    
  1961.3 0.6418395E-01 0.6749309E-01  1.589578      2.324667    
  1961.4 0.5449703E-01 0.6171891E-01  2.661278      2.475000    
  1962.1 0.4948024E-01 0.5614436E-01  3.211967      2.739000    
  1962.2 0.4175635E-01 0.5482584E-01  3.985020      2.716000    
  1962.3 0.3521229E-01 0.5539051E-01  5.404886      2.858000    
  1962.4 0.3007857E-01 0.5505923E-01  6.235517      2.803333    
  1963.1 0.3588793E-01 0.5779253E-01  5.635009      2.909000    
  1963.2 0.3651999E-01 0.5680856E-01  5.606255      2.941333    
  1963.3 0.3520214E-01 0.5493742E-01  6.802788      3.280667    
  1963.4 0.3323176E-01 0.5572673E-01  7.426879      3.499333    
  1964.1 0.3661011E-01 0.5457706E-01  7.753773      3.538000    
  1964.2 0.4247254E-01 0.5220257E-01  7.306967      3.481333    
  1964.3 0.4783513E-01 0.4989598E-01  6.637874      3.504000    
  1964.4 0.5375389E-01 0.4953597E-01  6.396126      3.685000    
  1965.1 0.6311197E-01 0.4871666E-01  5.278968      3.899667    
  1965.2 0.6615952E-01 0.4655354E-01  4.747356      3.879000    
  1965.3 0.6455285E-01 0.4351989E-01  5.224131      3.859667    
  1965.4 0.6869365E-01 0.4102298E-01  3.044319      4.158667    
  1966.1 0.6671782E-01 0.3848268E-01  2.127460      4.630667    
  1966.2 0.6610857E-01 0.3807639E-01  2.344662      4.597333    
  1966.3 0.6630036E-01 0.3750700E-01  2.426163      5.047667    
  1966.4 0.6487160E-01 0.3683286E-01  2.630436      5.246000    
  1967.1 0.6000354E-01 0.3809930E-01  2.987989      4.533667    
  1967.2 0.5456843E-01 0.3806934E-01  3.049678      3.657333    
  1967.3 0.5366624E-01 0.3784696E-01  2.953600      4.344667    
  1967.4 0.5264946E-01 0.3915978E-01  2.401140      4.787333    
  1968.1 0.4984578E-01 0.3728355E-01  2.947455      5.064667    
  1968.2 0.5363672E-01 0.3537721E-01  1.368677      5.510000    
  1968.3 0.4610368E-01 0.3510557E-01 0.9159743      5.226333    
  1968.4 0.3606220E-01 0.3392130E-01  3.858933      5.580667    
  1969.1 0.2835391E-01 0.3376971E-01  5.682086      6.137667    
  1969.2 0.2631281E-01 0.3424592E-01  5.520967      6.240000    
  1969.3 0.2808985E-01 0.3590757E-01  4.427409      7.046667    
  1969.4 0.2928246E-01 0.3581941E-01  4.569511      7.317667    
  1970.1 0.3128688E-01 0.4159508E-01  4.916637      7.262667    
  1970.2 0.3089989E-01 0.4746577E-01  5.464867      6.752333    
  1970.3 0.2783224E-01 0.5169088E-01  6.248013      6.374667    
  1970.4 0.2786929E-01 0.5802797E-01  6.781203      5.358333    
  1971.1 0.2675058E-01 0.5914467E-01  7.031584      3.863333    
  1971.2 0.2882074E-01 0.5907857E-01  7.480033      4.206000    
  1971.3 0.3001454E-01 0.5983336E-01  7.733983      5.050333    
  1971.4 0.3281212E-01 0.5954344E-01  7.864231      4.234333    
  1972.1 0.3848954E-01 0.5768041E-01  7.261534      3.435333    
  1972.2 0.4220596E-01 0.5658509E-01  7.053270      3.748333    
  1972.3 0.4515215E-01 0.5584112E-01  7.128233      4.241333    
  1972.4 0.4816699E-01 0.5304486E-01  6.773115      4.851333    
  1973.1 0.5179864E-01 0.4950510E-01  6.410921      5.639667    
  1973.2 0.5457543E-01 0.4889844E-01  6.707838      6.608333    
  1973.3 0.5575476E-01 0.4793204E-01  7.191159      8.388333    
  1973.4 0.5694287E-01 0.4769321E-01  7.389741      7.461667    
  1974.1 0.5939605E-01 0.5085049E-01  6.779654      7.600333    
  1974.2 0.6221906E-01 0.5161500E-01  6.259820      8.268000    
  1974.3 0.6849344E-01 0.5583721E-01  6.245257      8.286333    
  1974.4 0.7068906E-01 0.6556479E-01  6.390635      7.336000    
  1975.1 0.6906943E-01 0.8217515E-01  5.875196      5.873333    
  1975.2 0.6800813E-01 0.8828988E-01  5.790014      5.400667    
  1975.3 0.6358950E-01 0.8467753E-01  6.387942      6.336667    
  1975.4 0.5774425E-01 0.8259670E-01  6.612573      5.684333    
  1976.1 0.5268330E-01 0.7723461E-01  7.221302      4.953333    
  1976.2 0.4788625E-01 0.7526804E-01  7.974183      5.168667    
  1976.3 0.4732032E-01 0.7700112E-01  8.557207      5.168667    
  1976.4 0.4294864E-01 0.7733424E-01  7.672975      4.698000    
  1977.1 0.4554828E-01 0.7493048E-01  7.617045      4.624000    
  1977.2 0.4552504E-01 0.7104693E-01  8.096662      4.828667    
  1977.3 0.4718223E-01 0.6864221E-01  8.057725      5.472000    
  1977.4 0.4693533E-01 0.6612385E-01  7.562809      6.137000    
  1978.1 0.4729138E-01 0.6326666E-01  7.512072      6.408000    
  1978.2 0.4715223E-01 0.5999476E-01  7.679467      6.481000    
  1978.3 0.4647305E-01 0.6021465E-01  7.995127      7.315333    
  1978.4 0.4299264E-01 0.5883992E-01  8.516608      8.680333    
  1979.1 0.3963559E-01 0.5877879E-01  9.555041      9.357667    
  1979.2 0.3524406E-01 0.5714052E-01  10.12975      9.372333    
  1979.3 0.3005919E-01 0.5868435E-01  10.70886      9.631333    
  1979.4 0.2892500E-01 0.5940129E-01  14.98964      11.80367    
  1980.1 0.2557982E-01 0.6296949E-01  14.48270      13.45867    
  1980.2 0.2362542E-01 0.7323656E-01  12.73432      10.04933    
  1980.3 0.2961359E-01 0.7680771E-01  14.68854      9.235333    
  1980.4 0.3678984E-01 0.7398623E-01  16.75056      13.70967    
  1981.1 0.4387779E-01 0.7426606E-01  14.78573      14.36900    
  1981.2 0.5042865E-01 0.7398937E-01  14.33639      14.82900    
  1981.3 0.5591366E-01 0.7417361E-01  13.44979      15.08733    
  1981.4 0.5986211E-01 0.8241053E-01  14.31131      12.02267    
  1982.1 0.5775002E-01 0.8843563E-01  17.13017      12.89500    
  1982.2 0.5882676E-01 0.9425762E-01  16.39378      12.35900    
  1982.3 0.6160867E-01 0.9942961E-01  15.76846      9.705333    
  1982.4 0.6508242E-01 0.1067659      15.19358      7.935000    
  1983.1 0.6494077E-01 0.1039701      13.86617      8.081333    
  1983.2 0.6557133E-01 0.1010214      12.80942      8.420667    
  1983.3 0.6798526E-01 0.9360138E-01  11.79911      9.186667    
  1983.4 0.7037844E-01 0.8541760E-01  10.54081      8.793333    
  1984.1 0.7154107E-01 0.7871758E-01  9.873417      9.133333    
  1984.2 0.6692706E-01 0.7478733E-01  9.660664      9.843333    
  1984.3 0.6282008E-01 0.7451999E-01  10.57769      10.34333    
  1984.4 0.5587407E-01 0.7283015E-01  11.90569      8.973333    
  1985.1 0.4631397E-01 0.7279936E-01  12.26623      8.183333    
  1985.2 0.3983954E-01 0.7288834E-01  11.93893      7.523333    
  1985.3 0.3552758E-01 0.7210537E-01  11.60275      7.103333    
  1985.4 0.3372667E-01 0.7054201E-01  11.68335      7.146667    
  1986.1 0.3329800E-01 0.7015712E-01  11.33513      6.886667    
  1986.2 0.3186879E-01 0.7180384E-01  11.37558      6.130000    
  1986.3 0.2967286E-01 0.6991001E-01  11.93116      5.533333    
  1986.4 0.2846952E-01 0.6835172E-01  12.02458      5.340000    
  1987.1 0.3134811E-01 0.6620689E-01  12.45129      5.533333    
  1987.2 0.3441032E-01 0.6280795E-01  11.45057      5.733333    
  1987.3 0.3677616E-01 0.6014193E-01  9.756774      6.033333    
  1987.4 0.4444551E-01 0.5868976E-01  8.631085      6.003333    
  1988.1 0.4606638E-01 0.5727587E-01  7.915229      5.760000    
  1988.2 0.4785829E-01 0.5487146E-01  7.620119      6.230000    
  1988.3 0.4648342E-01 0.5492451E-01  7.418636      6.993333    
  1988.4 0.4331204E-01 0.5350265E-01  6.838307      7.703333    
  1989.1 0.4246912E-01 0.5215423E-01  6.796750      8.533333    
  1989.2 0.4229652E-01 0.5244464E-01  6.280207      8.440000    
  1989.3 0.4149365E-01 0.5277223E-01  5.758062      7.850000    
  1989.4 0.3693961E-01 0.5373561E-01  5.909729      7.633333    
  1990.1 0.3332264E-01 0.5300361E-01  6.220319      7.756667    
  1990.2 0.2916875E-01 0.5337414E-01  6.492373      7.766667    
  1990.3 0.3064931E-01 0.5687498E-01  6.457207      7.493333    
  1990.4 0.3671473E-01 0.6113686E-01  5.891254      7.023333    
  1991.1 0.4114510E-01 0.6574073E-01  5.149087      6.053333    
  1991.2 0.4585064E-01 0.6823443E-01  5.071226      5.593333    
  1991.3 0.4941200E-01 0.6853392E-01  4.970902      5.406667    
  1991.4 0.5359024E-01 0.7096660E-01  4.475061      4.583333    
  1992.1 0.5732414E-01 0.7379080E-01  3.992924      3.910000    
  1992.2 0.5858101E-01 0.7594573E-01  3.863689      3.723333    
  1992.3 0.5731736E-01 0.7626478E-01  3.864189      3.130000    
  1992.4 0.5771790E-01 0.7406133E-01  3.449252      3.076667    
  1993.1 0.5569240E-01 0.7149713E-01  3.763054      2.993333    
  1993.2 0.5392783E-01 0.7068857E-01  4.021225      2.983333    
  1993.3 0.5314145E-01 0.6799552E-01  4.317984      3.020000    
  1993.4 0.5315619E-01 0.6619143E-01  4.864316      3.080000    
  1994.1 0.5478461E-01 0.6555817E-01  4.814813      3.250000    
  1994.2 0.5452192E-01 0.6165512E-01  4.118591      4.036667    
  1994.3 0.5272895E-01 0.6001291E-01  4.097832      4.510000    
  1994.4 0.4866399E-01 0.5619378E-01  4.813119      5.283333    
  1995.1 0.4251554E-01 0.5477964E-01  5.684624      5.780000    
  1995.2 0.3906008E-01 0.5674622E-01  5.997809      5.623333    
  1995.3 0.3178976E-01 0.5658385E-01  7.209287      5.380000    
  1995.4 0.2878681E-01 0.5572015E-01  7.151280      5.270000    
  1996.1 0.2749945E-01 0.5545427E-01  7.087807      4.950000    
  1996.2 0.2887626E-01 0.5470120E-01  6.606208      5.040000    
  1996.3 0.3348505E-01 0.5259294E-01  5.806580      5.136667    
  1996.4 0.3824108E-01 0.5310254E-01  4.410641      4.970000    
  1997.1 0.4212798E-01 0.5223738E-01  4.435579      5.063333    
  1997.2 0.4413882E-01 0.4974959E-01  4.762788      5.073333    
  1997.3 0.3972378E-01 0.4858023E-01  6.097707      5.056667    
  1997.4 0.3909265E-01 0.4680572E-01  5.756562      5.086667    
  1998.1 0.3726550E-01 0.4637954E-01  5.213253      5.053333    
  1998.2 0.3836704E-01 0.4414228E-01  4.917458      4.976667    
  1998.3 0.3754573E-01 0.4528502E-01  4.672828      4.823333    
  1998.4 0.3516788E-01 0.4429607E-01  4.357110      4.253333    
  1999.1 0.3382635E-01 0.4284456E-01  5.397338      4.406667    
  1999.2 0.3191900E-01 0.4248440E-01  5.742399      4.453333    
  1999.3 0.3201886E-01 0.4243400E-01  5.503880      4.650000    
  1999.4 0.3313181E-01 0.4077788E-01  4.527324      5.043333    
  2000.1 0.3477708E-01 0.4048765E-01  4.801054      5.520000    
  2000.2 0.3477286E-01 0.3947782E-01  5.487004      5.713333    
  2000.3 0.3613646E-01 0.4030117E-01  6.132051      6.016667    
  2000.4 0.3499784E-01 0.3918419E-01  6.190659      6.016667    
  2001.1 0.3859867E-01 0.4230321E-01  5.631037      4.816667    
  2001.2 0.4169755E-01 0.4411448E-01  5.339045      3.660000    
  2001.3 0.4294263E-01 0.4819249E-01  5.170367      3.170000    
  2001.4 0.4757226E-01 0.5537421E-01  4.300667      1.906667    
  2002.1 0.4845336E-01 0.5705425E-01  4.475594      1.820000    
  2002.2 0.5178134E-01 0.5845793E-01  3.890796      1.716667    
  2002.3 0.5409556E-01 0.5732000E-01  3.412962      1.643333    
  2002.4 0.5216560E-01 0.5851777E-01  3.965850      1.333333    
  2003.1 0.5648020E-01 0.5873963E-01  3.913304      1.156667    
  2003.2 0.6093465E-01 0.6152488E-01  2.927103      1.043333    
  2003.3 0.6180332E-01 0.6107130E-01  2.380242     0.9300000    
  2003.4 0.6302899E-01 0.5820932E-01  1.779901     0.9166667    
  2004.1 0.6151630E-01 0.5687648E-01  1.716411     0.9166667    
  2004.2 0.6217811E-01 0.5595400E-01  1.848835      1.076667    
  2004.3 0.5643008E-01 0.5440757E-01  1.923409      1.486667    
  2004.4 0.5290576E-01 0.5396538E-01  1.909599      2.006667    
  2005.1 0.5511552E-01 0.5292068E-01  2.129402      2.536667    
  2005.2 0.5492952E-01 0.5115378E-01  1.960189      2.863333    
  2005.3 0.5379701E-01 0.4975337E-01  2.038127      3.360000    
  2005.4 0.5005451E-01 0.4964352E-01  2.563008      3.826667    
  2006.1 0.4873583E-01 0.4731667E-01  3.063068      4.393333    
  2006.2 0.4670097E-01 0.4666969E-01  3.535244      4.703333    
  2006.3 0.4933098E-01 0.4655398E-01  3.616656      4.906667    
  2006.4 0.4970062E-01 0.4466963E-01  2.997378      4.903333    
  2007.1 0.5036763E-01 0.4536088E-01  2.008132      4.983333    
  2007.2 0.5008647E-01 0.4507805E-01  1.293974      4.736667    
  2007.3 0.5120989E-01 0.4670151E-01  1.197050      4.303333    
  2007.4 0.5529423E-01 0.4813029E-01 0.3330661      3.390000    
  2008.1 0.5358689E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5550998E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6403797E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.7560529E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8751182E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.1012482     0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.1023421     0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9722231E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9296848E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8583320E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.8699016E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.8393988E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.8741122E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.8813284E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.8796305E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8855138E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9467160E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9508020E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9287699E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9141081E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9415609E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9568693E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9863318E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1026753     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1038306     0.7353172E-01 0.4305626     0.2222305    
  2014.2 0.1063539     0.7371212E-01 0.5750335     0.2267692    
  2014.3 0.1036122     0.7344075E-01  1.819954     0.2727381    
  2014.4 0.1006061     0.7270034E-01 0.6331194     0.3896289    
  2015.1 0.9819409E-01 0.7163268E-01 0.8430502     0.5446822    
  2015.2 0.9675133E-01 0.7041296E-01  1.635547     0.7056998    
  2015.3 0.9922885E-01 0.6919799E-01  1.090185     0.8622789    
  2015.4 0.1054346     0.6810526E-01 0.5630230E-02  1.011500    
  2016.1 0.1105290     0.6720077E-01  0.000000      1.148466    
  2016.2 0.1101069     0.6650839E-01 0.3569104      1.268463    
  2016.3 0.1103595     0.6602361E-01 0.5962211      1.370028    
  2016.4 0.1083116     0.6572500E-01  1.294536      1.454232    
  2017.1 0.1082648     0.6557762E-01 0.8979115      1.523254    
  2017.2 0.1092943     0.6554472E-01  0.000000      1.579320    
  2017.3 0.1094491     0.6559437E-01  0.000000      1.624370    
  2017.4 0.1081031     0.6569973E-01  0.000000      1.660170    
  2018.1 0.1069114     0.6583532E-01  0.000000      1.688692    
  2018.2 0.1070862     0.6598118E-01  0.000000      1.711782    
  2018.3 0.1070066     0.6612472E-01  0.000000      1.730742    
  2018.4 0.1050925     0.6625905E-01  0.000000      1.746369    
  2019.1 0.1017610     0.6637441E-01  0.000000      1.759767    
  2019.2 0.9870807E-01 0.6646188E-01  0.000000      1.772234    
  2019.3 0.9826904E-01 0.6651811E-01 0.2581617      1.784603    
  2019.4 0.9684585E-01 0.6654506E-01 0.3814335      1.797049    
  2020.1 0.9585527E-01 0.6654177E-01 0.9848794      1.809908    
  2020.2 0.9540268E-01 0.6650849E-01 0.9125802      1.823601    
  2020.3 0.9572675E-01 0.6644969E-01  0.000000      1.838160    
  2020.4 0.1008204     0.6637212E-01  0.000000      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.393711033146E-01

TERMINATION. ITERS=    9 FUNCTION EVALS=     146 IER= 4 F=  0.274248751337E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.47486525522E-07  0.74157122096E-07  0.82577933743E-07

X VALUES

  0.62905922511E+00  0.73353776496E+00  0.19197412751E+00

MEAN OF DEPENDENT VARIABLE   749999.223719409

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.629059225       0.019383561   32.45323
  2       1.100000000       0.733537765       0.069069852   10.62023
  3      -0.100000000       0.191974128       0.066211849    2.89939

SE of equation          =      0.011594639
Sum of squared residuals =  0.274248751E-01   0.177058256    
Sum of ABS residuals     =  0.904066838    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97359

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.206107907981E-01

TERMINATION. ITERS=    9 FUNCTION EVALS=     159 IER= 4 F=  0.949055634850E-02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.25835318872E-09  0.71364692716E-08  0.69800344238E-08

X VALUES

  0.69737238922E+00  0.79439200659E+00  0.12633225902E+00

MEAN OF DEPENDENT VARIABLE   749999.225547838

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.697372389       0.015284269   45.62681
  2       1.100000000       0.794392007       0.069916480   11.36201
  3      -0.100000000       0.126332259       0.065006807    1.94337

SE of equation          =      0.006820728
Sum of squared residuals =  0.949055635E-02  -0.119358106    
Sum of ABS residuals     =  0.571525510    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99958

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.283980066780E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     101 IER= 4 F=  0.204549149811E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.75122593456E-06  0.96139719662E-06  0.10069537234E-05

X VALUES

  0.60102971693E+00  0.10909011445E+01 -0.25382599958E+00

MEAN OF DEPENDENT VARIABLE   749999.238748359

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.601029717       0.021838591   27.52145
  2       1.100000000       1.090901144       0.066637564   16.37066
  3      -0.100000000      -0.253826000       0.060475426   -4.19718

SE of equation          =      0.010321629
Sum of squared residuals =  0.204549150E-01  -0.827493705E-01
Sum of ABS residuals     =  0.807418211    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99761

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.442115486392E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.400141186345E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.17835726011E-05 -0.71976577995E-06 -0.12096878187E-05

X VALUES

  0.50445435881E+00  0.13677490301E+01 -0.37911134426E+00

MEAN OF DEPENDENT VARIABLE   749999.230014646

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.504454359       0.010612295   47.53490
  2       1.100000000       1.367749030       0.065818485   20.78062
  3      -0.100000000      -0.379111344       0.065056651   -5.82740

SE of equation          =      0.014005272
Sum of squared residuals =  0.400141186E-01  -0.547011768    
Sum of ABS residuals     =   1.18378193    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97973

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.653043161596E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.652877413462E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.97040983489E-08 -0.29390333513E-04 -0.32565803019E-04

X VALUES

  0.54915611991E+00  0.11949060280E+01 -0.24332555926E+00

MEAN OF DEPENDENT VARIABLE   749999.257625689

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.549156120       0.396280239    1.38578
  2       1.100000000       1.194906028       3.023972373    0.39514
  3      -0.100000000      -0.243325559       2.839963474   -0.08568

SE of equation          =      0.565718965
Sum of squared residuals =   65.2877413        8.58284735    
Sum of ABS residuals     =   10.0097616    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96216

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.123841106470E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      87 IER= 4 F=  0.123746950956E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.26039254802E-04 -0.73327379948E-05 -0.63910892885E-05

X VALUES

  0.46129199454E+00  0.11071660839E+01 -0.19655059985E+00

MEAN OF DEPENDENT VARIABLE   749999.233447844

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.461291995       0.392960461    1.17389
  2       1.100000000       1.107166084       0.690792702    1.60275
  3      -0.100000000      -0.196550600       0.672461381   -0.29229

SE of equation          =      0.246293057
Sum of squared residuals =   12.3746951        4.43959054    
Sum of ABS residuals     =   6.57842832    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97482

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.846756792235E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.755351105486E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.16156668466E-06  0.90089506712E-06  0.34274588785E-06

X VALUES

  0.90386714956E+00  0.94679183641E+00  0.37060117777E-01

MEAN OF DEPENDENT VARIABLE   749999.413211391

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.903867150       0.098995993    9.13034
  2       1.100000000       0.946791836       0.082565252   11.46719
  3      -0.100000000       0.037060118       0.082692927    0.44817

SE of equation          =      0.067866040
Sum of squared residuals =  0.755351105        1.42947827    
Sum of ABS residuals     =   4.84481230    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93890

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.378964123454E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     113 IER= 4 F=  0.343000058283E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.43645976790E-06  0.24939763639E-06  0.44105628038E-06

X VALUES

  0.52009980847E+00  0.72468798387E+00 -0.12493738743E+00

MEAN OF DEPENDENT VARIABLE   749999.295628196

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.520099808       0.033403787   15.57009
  2       1.100000000       0.724687984       0.123217923    5.88135
  3      -0.100000000      -0.124937387       0.117130407   -1.06665

SE of equation          =      0.041004547
Sum of squared residuals =  0.343000058        1.38586662    
Sum of ABS residuals     =   3.57324580    
R squared                =    1.00000
Durbin-Watson statistic  =    1.67804

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.249541705720E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.222224371337E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.13262436901E-05  0.49919668362E-05  0.47301894218E-05

X VALUES

  0.69359600303E+00  0.11388507004E+01 -0.21607857775E+00

MEAN OF DEPENDENT VARIABLE   749999.253786947

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.693596003       0.078124041    8.87814
  2       1.100000000       1.138850700       0.083262042   13.67791
  3      -0.100000000      -0.216078578       0.083380396   -2.59148

SE of equation          =      0.036810687
Sum of squared residuals =  0.222224371       0.199167478    
Sum of ABS residuals     =   2.86297202    
R squared                =    1.00000
Durbin-Watson statistic  =    1.83428

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.292164390447E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.253126376241E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.61225794432E-07 -0.21713590876E-05 -0.11947212970E-05

X VALUES

  0.16105996302E+00  0.91367352463E+00  0.50568805896E-01

MEAN OF DEPENDENT VARIABLE   749999.273505770

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.161059963       0.071587770    2.24983
  2       1.100000000       0.913673525       0.093711020    9.74990
  3      -0.100000000       0.050568806       0.093624309    0.54012

SE of equation          =      0.040281571
Sum of squared residuals =  0.253126376       0.698023153    
Sum of ABS residuals     =   2.87438318    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69074

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.372372196875E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 4 F=  0.348635447009E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.79915712599E-05  0.57629855038E-05  0.77954893479E-05

X VALUES

  0.49341160980E+00  0.11348662554E+01 -0.38337919595E+00

MEAN OF DEPENDENT VARIABLE   749999.281592039

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.493411610       0.065721990    7.50756
  2       1.100000000       1.134866255       0.118394938    9.58543
  3      -0.100000000      -0.383379196       0.118304360   -3.24062

SE of equation          =      0.041340020
Sum of squared residuals =  0.348635447        1.77721066    
Sum of ABS residuals     =   3.79470508    
R squared                =    1.00000
Durbin-Watson statistic  =    1.65568

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.776665889776E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      43 IER= 3 F=  0.764213232316E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.59847564873E-11 -0.43902406118E-11

X VALUES

  0.11014565459E+01 -0.20546851238E+00

MEAN OF DEPENDENT VARIABLE   749999.278663924

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.101456546       0.159994922    6.88432
  2      -0.100000000      -0.205468512       0.162294802   -1.26602

SE of equation          =      0.025667187
Sum of squared residuals =  0.764213232E-01   0.954856668    
Sum of ABS residuals     =   1.36047278    
R squared                =    1.00000
Durbin-Watson statistic  =    1.27638

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.257890860719E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.245853868080E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.27112619864E-10  0.30491935949E-10

X VALUES

  0.11823899718E+01 -0.25942396914E+00

MEAN OF DEPENDENT VARIABLE   749999.227770639

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.182389972       0.099208662   11.91821
  2      -0.100000000      -0.259423969       0.096023264   -2.70168

SE of equation          =      0.034715501
Sum of squared residuals =  0.245853868       0.800951143    
Sum of ABS residuals     =   3.19337152    
R squared                =    1.00000
Durbin-Watson statistic  =    1.66388

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4830331E-01 0.5234225E-01  1.202376      1.083667    
  1954.2 0.5274736E-01 0.5783462E-01  1.082869     0.8143333    
  1954.3 0.5252282E-01 0.5970489E-01  1.367112     0.8696667    
  1954.4 0.4993603E-01 0.5361334E-01  1.991380      1.036333    
  1955.1 0.4306213E-01 0.4710636E-01  3.103811      1.256333    
  1955.2 0.3690674E-01 0.4380454E-01  4.112416      1.614333    
  1955.3 0.2657158E-01 0.4109694E-01  5.060795      1.861333    
  1955.4 0.1643864E-01 0.4208878E-01  6.180298      2.349333    
  1956.1 0.1460513E-01 0.4031458E-01  6.528037      2.379333    
  1956.2 0.1063555E-01 0.4190614E-01  6.951528      2.596667    
  1956.3 0.9194654E-02 0.4128671E-01  7.400438      2.596667    
  1956.4 0.1060199E-01 0.4100540E-01  7.113786      3.063667    
  1957.1 0.1491021E-01 0.3946671E-01  6.468720      3.171667    
  1957.2 0.2078554E-01 0.4062513E-01  5.958571      3.157000    
  1957.3 0.2386125E-01 0.4207225E-01  5.783389      3.382333    
  1957.4 0.3006039E-01 0.4923487E-01  4.915800      3.343333    
  1958.1 0.2918560E-01 0.6275076E-01  4.988419      1.838000    
  1958.2 0.3634825E-01 0.7359928E-01  4.614878      1.017667    
  1958.3 0.4164869E-01 0.7309055E-01  3.371732      1.710667    
  1958.4 0.4942236E-01 0.6352766E-01  2.326120      2.787667    
  1959.1 0.5625335E-01 0.5798631E-01  1.969849      2.800333    
  1959.2 0.5916332E-01 0.5104500E-01  2.524707      3.019333    
  1959.3 0.7565206E-01 0.5287044E-01  1.618970      3.533000    
  1959.4 0.7907476E-01 0.5592834E-01  1.478069      4.299333    
  1960.1 0.8469951E-01 0.5159512E-01 0.8843507      3.943000    
  1960.2 0.8828911E-01 0.5225835E-01 0.4224740      3.092333    
  1960.3 0.9030767E-01 0.5549938E-01 0.7608207E-01  2.390333    
  1960.4 0.9017494E-01 0.6251647E-01  0.000000      2.360667    
  1961.1 0.8791567E-01 0.6773354E-01 0.9484685E-01  2.376667    
  1961.2 0.8653471E-01 0.6971717E-01 0.3093739      2.324667    
  1961.3 0.8230071E-01 0.6749309E-01 0.5410628      2.324667    
  1961.4 0.7593225E-01 0.6171891E-01  1.071179      2.475000    
  1962.1 0.6995722E-01 0.5614436E-01  1.830749      2.739000    
  1962.2 0.6214909E-01 0.5482584E-01  2.465927      2.716000    
  1962.3 0.5735091E-01 0.5539051E-01  3.106681      2.858000    
  1962.4 0.4985897E-01 0.5505923E-01  2.637752      2.803333    
  1963.1 0.4355046E-01 0.5779253E-01  3.361629      2.909000    
  1963.2 0.4171071E-01 0.5680856E-01  4.176630      2.941333    
  1963.3 0.3924846E-01 0.5493742E-01  5.036444      3.280667    
  1963.4 0.3847290E-01 0.5572673E-01  5.680501      3.499333    
  1964.1 0.3567233E-01 0.5457706E-01  5.348811      3.538000    
  1964.2 0.3491589E-01 0.5220257E-01  5.210088      3.481333    
  1964.3 0.3834754E-01 0.4989598E-01  4.863206      3.504000    
  1964.4 0.4092059E-01 0.4953597E-01  4.617588      3.685000    
  1965.1 0.4579818E-01 0.4871666E-01  5.359526      3.899667    
  1965.2 0.4580952E-01 0.4655354E-01  5.479307      3.879000    
  1965.3 0.4405456E-01 0.4351989E-01  5.180388      3.859667    
  1965.4 0.4632967E-01 0.4102298E-01  5.105582      4.158667    
  1966.1 0.4594189E-01 0.3848268E-01  4.675841      4.630667    
  1966.2 0.4570647E-01 0.3807639E-01  4.462642      4.597333    
  1966.3 0.4796885E-01 0.3750700E-01  4.136822      5.047667    
  1966.4 0.4847220E-01 0.3683286E-01  3.925133      5.246000    
  1967.1 0.4639843E-01 0.3809930E-01  4.003824      4.533667    
  1967.2 0.4236399E-01 0.3806934E-01  4.642440      3.657333    
  1967.3 0.3819180E-01 0.3784696E-01  5.312344      4.344667    
  1967.4 0.3628570E-01 0.3915978E-01  5.396826      4.787333    
  1968.1 0.3165819E-01 0.3728355E-01  6.193502      5.064667    
  1968.2 0.2786088E-01 0.3537721E-01  7.022537      5.510000    
  1968.3 0.2180300E-01 0.3510557E-01  7.745041      5.226333    
  1968.4 0.1621502E-01 0.3392130E-01  8.707243      5.580667    
  1969.1 0.1505200E-01 0.3376971E-01  10.01644      6.137667    
  1969.2 0.1675790E-01 0.3424592E-01  9.657386      6.240000    
  1969.3 0.1956911E-01 0.3590757E-01  8.224945      7.046667    
  1969.4 0.3211414E-01 0.3581941E-01  7.445841      7.317667    
  1970.1 0.3645213E-01 0.4159508E-01  7.231813      7.262667    
  1970.2 0.3762576E-01 0.4746577E-01  7.431368      6.752333    
  1970.3 0.4043518E-01 0.5169088E-01  7.534765      6.374667    
  1970.4 0.4520669E-01 0.5802797E-01  7.130944      5.358333    
  1971.1 0.5605590E-01 0.5914467E-01  6.193200      3.863333    
  1971.2 0.5706873E-01 0.5907857E-01  6.435828      4.206000    
  1971.3 0.4968822E-01 0.5983336E-01  7.394688      5.050333    
  1971.4 0.4887434E-01 0.5954344E-01  6.912572      4.234333    
  1972.1 0.4827177E-01 0.5768041E-01  7.082097      3.435333    
  1972.2 0.4713238E-01 0.5658509E-01  7.728458      3.748333    
  1972.3 0.4967887E-01 0.5584112E-01  7.893901      4.241333    
  1972.4 0.4925899E-01 0.5304486E-01  7.590712      4.851333    
  1973.1 0.4571615E-01 0.4950510E-01  7.825500      5.639667    
  1973.2 0.5030774E-01 0.4889844E-01  7.804789      6.608333    
  1973.3 0.5420048E-01 0.4793204E-01  7.115933      8.388333    
  1973.4 0.5932402E-01 0.4769321E-01  6.641876      7.461667    
  1974.1 0.6447629E-01 0.5085049E-01  7.186026      7.600333    
  1974.2 0.6820738E-01 0.5161500E-01  6.885112      8.268000    
  1974.3 0.7074630E-01 0.5583721E-01  5.844547      8.286333    
  1974.4 0.7846948E-01 0.6556479E-01  5.116257      7.336000    
  1975.1 0.7823349E-01 0.8217515E-01  5.177858      5.873333    
  1975.2 0.7611798E-01 0.8828988E-01  5.131829      5.400667    
  1975.3 0.7548825E-01 0.8467753E-01  6.244007      6.336667    
  1975.4 0.7151822E-01 0.8259670E-01  7.679717      5.684333    
  1976.1 0.6447452E-01 0.7723461E-01  8.160684      4.953333    
  1976.2 0.6592018E-01 0.7526804E-01  7.698159      5.168667    
  1976.3 0.6917230E-01 0.7700112E-01  7.475033      5.168667    
  1976.4 0.7285435E-01 0.7733424E-01  7.454342      4.698000    
  1977.1 0.7735592E-01 0.7493048E-01  7.165274      4.624000    
  1977.2 0.7885467E-01 0.7104693E-01  6.475829      4.828667    
  1977.3 0.7983231E-01 0.6864221E-01  6.854170      5.472000    
  1977.4 0.7840767E-01 0.6612385E-01  8.190375      6.137000    
  1978.1 0.7945065E-01 0.6326666E-01  7.391457      6.408000    
  1978.2 0.7490286E-01 0.5999476E-01  7.309470      6.481000    
  1978.3 0.6922241E-01 0.6021465E-01  7.967324      7.315333    
  1978.4 0.7242956E-01 0.5883992E-01  5.636443      8.680333    
  1979.1 0.7232393E-01 0.5877879E-01  4.726304      9.357667    
  1979.2 0.7239442E-01 0.5714052E-01  5.350167      9.372333    
  1979.3 0.6908402E-01 0.5868435E-01  6.362392      9.631333    
  1979.4 0.7045401E-01 0.5940129E-01  10.03323      11.80367    
  1980.1 0.6591342E-01 0.6296949E-01  10.90690      13.45867    
  1980.2 0.6449301E-01 0.7323656E-01  9.238426      10.04933    
  1980.3 0.6464384E-01 0.7680771E-01  11.57874      9.235333    
  1980.4 0.6468574E-01 0.7398623E-01  15.86207      13.70967    
  1981.1 0.6558331E-01 0.7426606E-01  16.15895      14.36900    
  1981.2 0.7282365E-01 0.7398937E-01  15.28398      14.82900    
  1981.3 0.8486125E-01 0.7417361E-01  11.17385      15.08733    
  1981.4 0.9422621E-01 0.8241053E-01  9.330429      12.02267    
  1982.1 0.9898440E-01 0.8843563E-01  11.86125      12.89500    
  1982.2 0.1059346     0.9425762E-01  10.72028      12.35900    
  1982.3 0.1085717     0.9942961E-01  6.079397      9.705333    
  1982.4 0.1080232     0.1067659      4.414453      7.935000    
  1983.1 0.1043826     0.1039701      5.692036      8.081333    
  1983.2 0.1033818     0.1010214      4.510747      8.420667    
  1983.3 0.9190599E-01 0.9360138E-01  3.571777      9.186667    
  1983.4 0.7558436E-01 0.8541760E-01  6.043499      8.793333    
  1984.1 0.6653454E-01 0.7871758E-01  7.641184      9.133333    
  1984.2 0.5780204E-01 0.7478733E-01  7.702359      9.843333    
  1984.3 0.5032897E-01 0.7451999E-01  7.648990      10.34333    
  1984.4 0.4511781E-01 0.7283015E-01  7.532809      8.973333    
  1985.1 0.4040917E-01 0.7279936E-01  8.489501      8.183333    
  1985.2 0.4041887E-01 0.7288834E-01  9.117462      7.523333    
  1985.3 0.3751010E-01 0.7210537E-01  10.11049      7.103333    
  1985.4 0.3741151E-01 0.7054201E-01  9.821052      7.146667    
  1986.1 0.3787180E-01 0.7015712E-01  9.706663      6.886667    
  1986.2 0.3804987E-01 0.7180384E-01  9.935836      6.130000    
  1986.3 0.3542706E-01 0.6991001E-01  10.51290      5.533333    
  1986.4 0.3166599E-01 0.6835172E-01  10.84723      5.340000    
  1987.1 0.3100472E-01 0.6620689E-01  10.68346      5.533333    
  1987.2 0.3009994E-01 0.6280795E-01  10.35113      5.733333    
  1987.3 0.3165996E-01 0.6014193E-01  10.23750      6.033333    
  1987.4 0.3644029E-01 0.5868976E-01  9.640722      6.003333    
  1988.1 0.4285184E-01 0.5727587E-01  8.915107      5.760000    
  1988.2 0.4691842E-01 0.5487146E-01  8.916467      6.230000    
  1988.3 0.5233555E-01 0.5492451E-01  8.871469      6.993333    
  1988.4 0.5095432E-01 0.5350265E-01  9.030827      7.703333    
  1989.1 0.5707947E-01 0.5215423E-01  8.362110      8.533333    
  1989.2 0.6179760E-01 0.5244464E-01  7.077090      8.440000    
  1989.3 0.6458163E-01 0.5277223E-01  6.436006      7.850000    
  1989.4 0.6396462E-01 0.5373561E-01  6.516800      7.633333    
  1990.1 0.6166523E-01 0.5300361E-01  6.907129      7.756667    
  1990.2 0.5701626E-01 0.5337414E-01  6.418080      7.766667    
  1990.3 0.5742018E-01 0.5687498E-01  5.768881      7.493333    
  1990.4 0.5856113E-01 0.6113686E-01  4.681220      7.023333    
  1991.1 0.5676642E-01 0.6574073E-01  4.693366      6.053333    
  1991.2 0.5333170E-01 0.6823443E-01  5.352826      5.593333    
  1991.3 0.5067145E-01 0.6853392E-01  5.591739      5.406667    
  1991.4 0.4781180E-01 0.7096660E-01  5.674545      4.583333    
  1992.1 0.4630249E-01 0.7379080E-01  5.698889      3.910000    
  1992.2 0.4486645E-01 0.7594573E-01  5.914076      3.723333    
  1992.3 0.4265302E-01 0.7626478E-01  6.099209      3.130000    
  1992.4 0.4451669E-01 0.7406133E-01  5.685376      3.076667    
  1993.1 0.4706148E-01 0.7149713E-01  6.248249      2.993333    
  1993.2 0.5023157E-01 0.7068857E-01  6.217328      2.983333    
  1993.3 0.5320800E-01 0.6799552E-01  5.708312      3.020000    
  1993.4 0.5667960E-01 0.6619143E-01  5.605538      3.080000    
  1994.1 0.5752208E-01 0.6555817E-01  6.087935      3.250000    
  1994.2 0.5939042E-01 0.6165512E-01  6.416108      4.036667    
  1994.3 0.6491552E-01 0.6001291E-01  6.403524      4.510000    
  1994.4 0.6653791E-01 0.5619378E-01  5.075922      5.283333    
  1995.1 0.6630033E-01 0.5477964E-01  4.395798      5.780000    
  1995.2 0.6528407E-01 0.5674622E-01  4.325098      5.623333    
  1995.3 0.6458572E-01 0.5658385E-01  4.270041      5.380000    
  1995.4 0.6188639E-01 0.5572015E-01  4.318889      5.270000    
  1996.1 0.5794357E-01 0.5545427E-01  4.720630      4.950000    
  1996.2 0.5734184E-01 0.5470120E-01  4.970555      5.040000    
  1996.3 0.5370004E-01 0.5259294E-01  5.774075      5.136667    
  1996.4 0.5112197E-01 0.5310254E-01  5.427476      4.970000    
  1997.1 0.4926951E-01 0.5223738E-01  4.900553      5.063333    
  1997.2 0.4641831E-01 0.4974959E-01  4.949304      5.073333    
  1997.3 0.4287001E-01 0.4858023E-01  5.487011      5.056667    
  1997.4 0.4383905E-01 0.4680572E-01  5.415218      5.086667    
  1998.1 0.4412126E-01 0.4637954E-01  5.250741      5.053333    
  1998.2 0.4338241E-01 0.4414228E-01  4.842491      4.976667    
  1998.3 0.4509182E-01 0.4528502E-01  5.544873      4.823333    
  1998.4 0.4461716E-01 0.4429607E-01  6.780814      4.253333    
  1999.1 0.4178807E-01 0.4284456E-01  6.850409      4.406667    
  1999.2 0.3952116E-01 0.4248440E-01  6.714586      4.453333    
  1999.3 0.3685910E-01 0.4243400E-01  6.886828      4.650000    
  1999.4 0.3852085E-01 0.4077788E-01  6.805278      5.043333    
  2000.1 0.3325657E-01 0.4048765E-01  8.564774      5.520000    
  2000.2 0.3485838E-01 0.3947782E-01  9.029281      5.713333    
  2000.3 0.4236042E-01 0.4030117E-01  7.266611      6.016667    
  2000.4 0.5388223E-01 0.3918419E-01  5.464835      6.016667    
  2001.1 0.6422527E-01 0.4230321E-01  4.768579      4.816667    
  2001.2 0.7020161E-01 0.4411448E-01  4.417643      3.660000    
  2001.3 0.7619961E-01 0.4819249E-01  3.676800      3.170000    
  2001.4 0.8009942E-01 0.5537421E-01  2.229104      1.906667    
  2002.1 0.7606466E-01 0.5705425E-01  2.300762      1.820000    
  2002.2 0.7061767E-01 0.5845793E-01  2.672599      1.716667    
  2002.3 0.6539605E-01 0.5732000E-01  2.866963      1.643333    
  2002.4 0.6004898E-01 0.5851777E-01  3.480096      1.333333    
  2003.1 0.5330859E-01 0.5873963E-01  3.806695      1.156667    
  2003.2 0.4790945E-01 0.6152488E-01  3.904737      1.043333    
  2003.3 0.4404658E-01 0.6107130E-01  4.126138     0.9300000    
  2003.4 0.4058608E-01 0.5820932E-01  4.505629     0.9166667    
  2004.1 0.4158587E-01 0.5687648E-01  4.451440     0.9166667    
  2004.2 0.3823158E-01 0.5595400E-01  4.799017      1.076667    
  2004.3 0.3129548E-01 0.5440757E-01  6.098127      1.486667    
  2004.4 0.2812681E-01 0.5396538E-01  6.596336      2.006667    
  2005.1 0.3122807E-01 0.5292068E-01  5.920749      2.536667    
  2005.2 0.3381955E-01 0.5115378E-01  4.993638      2.863333    
  2005.3 0.3924831E-01 0.4975337E-01  5.033989      3.360000    
  2005.4 0.4149036E-01 0.4964352E-01  5.246233      3.826667    
  2006.1 0.4530436E-01 0.4731667E-01  5.211691      4.393333    
  2006.2 0.5167842E-01 0.4666969E-01  4.346050      4.703333    
  2006.3 0.5717037E-01 0.4655398E-01  3.791206      4.906667    
  2006.4 0.5821766E-01 0.4466963E-01  3.748554      4.903333    
  2007.1 0.6181696E-01 0.4536088E-01  3.974401      4.983333    
  2007.2 0.6297454E-01 0.4507805E-01  4.629304      4.736667    
  2007.3 0.6518557E-01 0.4670151E-01  4.739107      4.303333    
  2007.4 0.6333237E-01 0.4813029E-01  5.261690      3.390000    
  2008.1 0.6760531E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.7088438E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.7487967E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.8613441E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.9528539E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.1036684     0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.1112509     0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.1144124     0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1187422     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1189891     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1253733     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1285714     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1333816     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1298931     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1199785     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1133245     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1087537     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1083981     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9958847E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8773759E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.8324728E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7694142E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7520884E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7366961E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7938252E-01 0.7353172E-01 0.1358578     0.2222305    
  2014.2 0.8103102E-01 0.7371212E-01 0.7951918     0.2267692    
  2014.3 0.8462784E-01 0.7344075E-01  1.191485     0.2727381    
  2014.4 0.8645656E-01 0.7270034E-01  1.614121     0.3896289    
  2015.1 0.9267195E-01 0.7163268E-01  0.000000     0.5446822    
  2015.2 0.9769600E-01 0.7041296E-01  0.000000     0.7056998    
  2015.3 0.1030350     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.1094413     0.6810526E-01  0.000000      1.011500    
  2016.1 0.1080372     0.6720077E-01  0.000000      1.148466    
  2016.2 0.1068326     0.6650839E-01  0.000000      1.268463    
  2016.3 0.1043828     0.6602361E-01 0.1428783      1.370028    
  2016.4 0.1004721     0.6572500E-01 0.2864939      1.454232    
  2017.1 0.9640285E-01 0.6557762E-01 0.2951304      1.523254    
  2017.2 0.9090085E-01 0.6554472E-01 0.6491253      1.579320    
  2017.3 0.8907616E-01 0.6559437E-01 0.8739828      1.624370    
  2017.4 0.8595597E-01 0.6569973E-01 0.6068931      1.660170    
  2018.1 0.8495520E-01 0.6583532E-01 0.1634712      1.688692    
  2018.2 0.8412523E-01 0.6598118E-01 0.2419177      1.711782    
  2018.3 0.8393797E-01 0.6612472E-01 0.4921694E-03  1.730742    
  2018.4 0.8114433E-01 0.6625905E-01 0.1099306      1.746369    
  2019.1 0.8114767E-01 0.6637441E-01 0.7245156E-01  1.759767    
  2019.2 0.8724017E-01 0.6646188E-01  0.000000      1.772234    
  2019.3 0.9053091E-01 0.6651811E-01  0.000000      1.784603    
  2019.4 0.9313323E-01 0.6654506E-01  0.000000      1.797049    
  2020.1 0.9330692E-01 0.6654177E-01  0.000000      1.809908    
  2020.2 0.9085142E-01 0.6650849E-01 0.1698281      1.823601    
  2020.3 0.9067725E-01 0.6644969E-01 0.2039427      1.838160    
  2020.4 0.8830886E-01 0.6637212E-01  0.000000      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.385374639824E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     124 IER= 4 F=  0.347833254232E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.31478323177E-06  0.27040335344E-08  0.10236692445E-06

X VALUES

  0.60588996701E+00  0.98046778492E+00 -0.19681152473E-01

MEAN OF DEPENDENT VARIABLE   749999.231097118

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.605889967       0.027380664   22.12839
  2       1.100000000       0.980467785       0.071164466   13.77749
  3      -0.100000000      -0.019681152       0.069674895   -0.28247

SE of equation          =      0.013057814
Sum of squared residuals =  0.347833254E-01   0.639529794E-01
Sum of ABS residuals     =  0.947766546    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99072

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.130738622874E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     120 IER= 4 F=  0.741151876777E-02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.22713423816E-05  0.14420448536E-05  0.16114153090E-05

X VALUES

  0.61572854432E+00  0.10703954121E+01 -0.12118357261E+00

MEAN OF DEPENDENT VARIABLE   749999.231235129

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.615728544       0.014050637   43.82211
  2       1.100000000       1.070395412       0.069050654   15.50160
  3      -0.100000000      -0.121183573       0.064854486   -1.86855

SE of equation          =      0.006027518
Sum of squared residuals =  0.741151877E-02  -0.490215343E-01
Sum of ABS residuals     =  0.534744669    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99998

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.586139543744E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     107 IER= 4 F=  0.530855739746E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.40589458751E-06  0.53987563300E-05  0.53047628529E-05

X VALUES

  0.45208573686E+00  0.11842108651E+01 -0.25194256905E+00

MEAN OF DEPENDENT VARIABLE   749999.264296235

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.452085737       0.034903393   12.95249
  2       1.100000000       1.184210865       0.069716636   16.98606
  3      -0.100000000      -0.251942569       0.067979734   -3.70614

SE of equation          =      0.016627909
Sum of squared residuals =  0.530855740E-01   0.149132310    
Sum of ABS residuals     =   1.18294855    
R squared                =    1.00000
Durbin-Watson statistic  =    1.81262

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.264592973043E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      82 IER= 4 F=  0.210062519993E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.42589776420E-04 -0.38018150517E-05 -0.14181061270E-05

X VALUES

  0.51584518775E+00  0.11020454034E+01 -0.15336038796E+00

MEAN OF DEPENDENT VARIABLE   749999.254905474

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.515845188       0.012695719   40.63143
  2       1.100000000       1.102045403       0.070973637   15.52753
  3      -0.100000000      -0.153360388       0.067334017   -2.27761

SE of equation          =      0.010147503
Sum of squared residuals =  0.210062520E-01   0.130041498E-01
Sum of ABS residuals     =  0.873946165    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99835

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.383025356828E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      95 IER= 3 F=  0.382870300901E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.54614142691E-07  0.57125383157E-06  0.61789456077E-06

X VALUES

  0.51325370215E+00  0.10411480223E+01 -0.10964694328E+00

MEAN OF DEPENDENT VARIABLE   749999.251746033

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.513253702       0.291125066    1.76300
  2       1.100000000       1.041148022       2.000184456    0.52053
  3      -0.100000000      -0.109646943       1.864124753   -0.05882

SE of equation          =      0.433222252
Sum of squared residuals =   38.2870301        6.73484837    
Sum of ABS residuals     =   8.46249088    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95870

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.206727081036E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      89 IER= 3 F=  0.204651984547E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.13236328414E-08 -0.83315465036E-07 -0.99834113695E-07

X VALUES

  0.60726920992E+00  0.95160300192E+00 -0.86274219365E-01

MEAN OF DEPENDENT VARIABLE   749999.222978469

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.607269210       0.158157796    3.83964
  2       1.100000000       0.951603002       0.230576392    4.12706
  3      -0.100000000      -0.086274219       0.224242851   -0.38474

SE of equation          =      0.100159673
Sum of squared residuals =   2.04651985        1.91273215    
Sum of ABS residuals     =   4.78552636    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93902

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.860228361762E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.688685234263E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.42187529922E-05  0.35000819783E-04  0.28469069188E-04

X VALUES

  0.11124029907E+01  0.11890749236E+01 -0.20153540689E+00

MEAN OF DEPENDENT VARIABLE   749999.439026854

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.112402991       0.104737203   10.62090
  2       1.100000000       1.189074924       0.082255590   14.45586
  3      -0.100000000      -0.201535407       0.082324040   -2.44807

SE of equation          =      0.064802008
Sum of squared residuals =  0.688685234        1.53578024    
Sum of ABS residuals     =   4.91832811    
R squared                =    1.00000
Durbin-Watson statistic  =    1.73758

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.308234420650E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.288847798771E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.24572642633E-06 -0.21259829340E-05 -0.27639046589E-05

X VALUES

  0.47421031003E+00  0.89675771715E+00 -0.97394327330E-01

MEAN OF DEPENDENT VARIABLE   749999.282440188

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.474210310       0.057641452    8.22690
  2       1.100000000       0.896757717       0.104423445    8.58770
  3      -0.100000000      -0.097394327       0.103317933   -0.94267

SE of equation          =      0.037628720
Sum of squared residuals =  0.288847799        1.32749190    
Sum of ABS residuals     =   3.45542478    
R squared                =    1.00000
Durbin-Watson statistic  =    1.63741

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.726374699961E+00

TERMINATION. ITERS=    8 FUNCTION EVALS=     126 IER= 4 F=  0.568118275637E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.10791459184E-07  0.97169364185E-07  0.95824889286E-07

X VALUES

  0.13986498861E+00  0.66460137581E+00 -0.19274982565E+00

MEAN OF DEPENDENT VARIABLE   749999.241882477

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.139864989       0.101785124    1.37412
  2       1.100000000       0.664601376       0.079865857    8.32147
  3      -0.100000000      -0.192749826       0.077659531   -2.48199

SE of equation          =      0.058856910
Sum of squared residuals =  0.568118276      -0.402673407    
Sum of ABS residuals     =   4.02099759    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99743

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.258149542105E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     114 IER= 4 F=  0.215937070960E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.36379769473E-08 -0.25489301484E-07 -0.27594086531E-07

X VALUES

  0.14583596232E+00  0.92129475580E+00  0.50604440863E-01

MEAN OF DEPENDENT VARIABLE   749999.305415472

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.145835962       0.072185713    2.02029
  2       1.100000000       0.921294756       0.074342829   12.39252
  3      -0.100000000       0.050604441       0.074868603    0.67591

SE of equation          =      0.037205000
Sum of squared residuals =  0.215937071       0.566891122    
Sum of ABS residuals     =   2.78199874    
R squared                =    1.00000
Durbin-Watson statistic  =    1.80657

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.332353965153E+00

TERMINATION. ITERS=    4 FUNCTION EVALS=      66 IER= 4 F=  0.273751169719E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.16102386129E-04  0.70280313805E-04  0.70860496084E-04

X VALUES

  0.52481028652E+00  0.11351614854E+01 -0.45056901646E+00

MEAN OF DEPENDENT VARIABLE   749999.284820916

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.524810287       0.042725164   12.28340
  2       1.100000000       1.135161485       0.083694558   13.56315
  3      -0.100000000      -0.450569016       0.082336949   -5.47226

SE of equation          =      0.036632192
Sum of squared residuals =  0.273751170        1.03625641    
Sum of ABS residuals     =   3.70291888    
R squared                =    1.00000
Durbin-Watson statistic  =    1.76355

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.103592662923E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      37 IER= 3 F=  0.977071337292E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.92384018407E-11 -0.90325749768E-11

X VALUES

  0.12317916236E+01 -0.33032932318E+00

MEAN OF DEPENDENT VARIABLE   749999.270875585

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.231791624       0.110626342   11.13470
  2      -0.100000000      -0.330329323       0.113913338   -2.89983

SE of equation          =      0.029022455
Sum of squared residuals =  0.977071337E-01   0.937200734    
Sum of ABS residuals     =   1.46213289    
R squared                =    1.00000
Durbin-Watson statistic  =    1.47148

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.414600542336E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.400795385259E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.87182808799E-10  0.93039213198E-10

X VALUES

  0.12352393192E+01 -0.26252271168E+00

MEAN OF DEPENDENT VARIABLE   749999.318631121

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.235239319       0.079158502   15.60463
  2      -0.100000000      -0.262522712       0.078908693   -3.32692

SE of equation          =      0.044324748
Sum of squared residuals =  0.400795385        1.56692194    
Sum of ABS residuals     =   4.23291518    
R squared                =    1.00000
Durbin-Watson statistic  =    1.76416

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4963372E-01 0.5234225E-01 0.8306988      1.083667    
  1954.2 0.5338925E-01 0.5783462E-01 0.6060371     0.8143333    
  1954.3 0.5579842E-01 0.5970489E-01 0.7368152     0.8696667    
  1954.4 0.5317718E-01 0.5361334E-01 0.7092324      1.036333    
  1955.1 0.4719824E-01 0.4710636E-01 0.7553894      1.256333    
  1955.2 0.4232783E-01 0.4380454E-01  1.594063      1.614333    
  1955.3 0.3321107E-01 0.4109694E-01  2.629144      1.861333    
  1955.4 0.2560632E-01 0.4208878E-01  3.389583      2.349333    
  1956.1 0.1515284E-01 0.4031458E-01  3.977531      2.379333    
  1956.2 0.7823242E-02 0.4190614E-01  5.069260      2.596667    
  1956.3 0.8747993E-02 0.4128671E-01  5.394387      2.596667    
  1956.4 0.1032651E-01 0.4100540E-01  5.166464      3.063667    
  1957.1 0.1639710E-01 0.3946671E-01  4.861124      3.171667    
  1957.2 0.1765350E-01 0.4062513E-01  5.464079      3.157000    
  1957.3 0.1971188E-01 0.4207225E-01  6.655175      3.382333    
  1957.4 0.1915864E-01 0.4923487E-01  7.000585      3.343333    
  1958.1 0.2240739E-01 0.6275076E-01  7.085309      1.838000    
  1958.2 0.2490629E-01 0.7359928E-01  7.101119      1.017667    
  1958.3 0.2068142E-01 0.7309055E-01  8.393535      1.710667    
  1958.4 0.2435610E-01 0.6352766E-01  8.114348      2.787667    
  1959.1 0.2836829E-01 0.5798631E-01  6.977642      2.800333    
  1959.2 0.3607222E-01 0.5104500E-01  6.064777      3.019333    
  1959.3 0.5766929E-01 0.5287044E-01  3.897494      3.533000    
  1959.4 0.6627769E-01 0.5592834E-01  2.364067      4.299333    
  1960.1 0.7380244E-01 0.5159512E-01  1.094707      3.943000    
  1960.2 0.7579130E-01 0.5225835E-01 0.9311555      3.092333    
  1960.3 0.7944902E-01 0.5549938E-01 0.9239960      2.390333    
  1960.4 0.7675120E-01 0.6251647E-01  1.222469      2.360667    
  1961.1 0.7040548E-01 0.6773354E-01  1.296976      2.376667    
  1961.2 0.6193467E-01 0.6971717E-01  1.862365      2.324667    
  1961.3 0.4968970E-01 0.6749309E-01  2.993071      2.324667    
  1961.4 0.3957973E-01 0.6171891E-01  4.142695      2.475000    
  1962.1 0.2989406E-01 0.5614436E-01  5.366443      2.739000    
  1962.2 0.2319155E-01 0.5482584E-01  6.080708      2.716000    
  1962.3 0.2255105E-01 0.5539051E-01  6.414639      2.858000    
  1962.4 0.2078578E-01 0.5505923E-01  5.473539      2.803333    
  1963.1 0.2685937E-01 0.5779253E-01  4.516128      2.909000    
  1963.2 0.3408028E-01 0.5680856E-01  4.331944      2.941333    
  1963.3 0.4286946E-01 0.5493742E-01  4.209132      3.280667    
  1963.4 0.4746575E-01 0.5572673E-01  4.102658      3.499333    
  1964.1 0.5638721E-01 0.5457706E-01  3.165693      3.538000    
  1964.2 0.5696703E-01 0.5220257E-01  3.009592      3.481333    
  1964.3 0.5521114E-01 0.4989598E-01  4.054970      3.504000    
  1964.4 0.5066213E-01 0.4953597E-01  4.868417      3.685000    
  1965.1 0.5189835E-01 0.4871666E-01  4.255893      3.899667    
  1965.2 0.5349982E-01 0.4655354E-01  3.581177      3.879000    
  1965.3 0.4911784E-01 0.4351989E-01  3.832397      3.859667    
  1965.4 0.4442536E-01 0.4102298E-01  4.430309      4.158667    
  1966.1 0.3821306E-01 0.3848268E-01  5.035925      4.630667    
  1966.2 0.3408669E-01 0.3807639E-01  5.233509      4.597333    
  1966.3 0.3295118E-01 0.3750700E-01  5.143948      5.047667    
  1966.4 0.3282890E-01 0.3683286E-01  5.423975      5.246000    
  1967.1 0.3048333E-01 0.3809930E-01  5.950572      4.533667    
  1967.2 0.3195997E-01 0.3806934E-01  5.628320      3.657333    
  1967.3 0.3487406E-01 0.3784696E-01  5.216854      4.344667    
  1967.4 0.3307374E-01 0.3915978E-01  5.743794      4.787333    
  1968.1 0.3061027E-01 0.3728355E-01  6.723936      5.064667    
  1968.2 0.3174083E-01 0.3537721E-01  6.773542      5.510000    
  1968.3 0.3415402E-01 0.3510557E-01  6.656591      5.226333    
  1968.4 0.3961853E-01 0.3392130E-01  6.815957      5.580667    
  1969.1 0.4389451E-01 0.3376971E-01  6.241607      6.137667    
  1969.2 0.4943144E-01 0.3424592E-01  5.286938      6.240000    
  1969.3 0.5172032E-01 0.3590757E-01  4.485895      7.046667    
  1969.4 0.5178719E-01 0.3581941E-01  4.203554      7.317667    
  1970.1 0.5323498E-01 0.4159508E-01  4.411271      7.262667    
  1970.2 0.5992376E-01 0.4746577E-01  2.302376      6.752333    
  1970.3 0.5311053E-01 0.5169088E-01  1.705561      6.374667    
  1970.4 0.4062207E-01 0.5802797E-01  4.684732      5.358333    
  1971.1 0.2743712E-01 0.5914467E-01  6.666328      3.863333    
  1971.2 0.1788177E-01 0.5907857E-01  7.315602      4.206000    
  1971.3 0.1297010E-01 0.5983336E-01  7.447063      5.050333    
  1971.4 0.1087821E-01 0.5954344E-01  8.159680      4.234333    
  1972.1 0.1105430E-01 0.5768041E-01  8.644726      3.435333    
  1972.2 0.1198092E-01 0.5658509E-01  9.123869      3.748333    
  1972.3 0.1461002E-01 0.5584112E-01  9.425795      4.241333    
  1972.4 0.1922188E-01 0.5304486E-01  9.114779      4.851333    
  1973.1 0.2489986E-01 0.4950510E-01  9.009823      5.639667    
  1973.2 0.2923205E-01 0.4889844E-01  9.299029      6.608333    
  1973.3 0.2653317E-01 0.4793204E-01  10.91693      8.388333    
  1973.4 0.2999419E-01 0.4769321E-01  10.79243      7.461667    
  1974.1 0.3311098E-01 0.5085049E-01  9.988013      7.600333    
  1974.2 0.4032183E-01 0.5161500E-01  9.104320      8.268000    
  1974.3 0.4956727E-01 0.5583721E-01  8.028493      8.286333    
  1974.4 0.5546518E-01 0.6556479E-01  7.354455      7.336000    
  1975.1 0.6140493E-01 0.8217515E-01  6.440613      5.873333    
  1975.2 0.6214664E-01 0.8828988E-01  6.571145      5.400667    
  1975.3 0.6268531E-01 0.8467753E-01  7.359004      6.336667    
  1975.4 0.6790732E-01 0.8259670E-01  4.834739      5.684333    
  1976.1 0.7068175E-01 0.7723461E-01  3.109703      4.953333    
  1976.2 0.7556881E-01 0.7526804E-01  3.234771      5.168667    
  1976.3 0.8394361E-01 0.7700112E-01  3.402353      5.168667    
  1976.4 0.8647825E-01 0.7733424E-01  3.265161      4.698000    
  1977.1 0.9013112E-01 0.7493048E-01  2.998358      4.624000    
  1977.2 0.8647447E-01 0.7104693E-01  3.880932      4.828667    
  1977.3 0.8037763E-01 0.6864221E-01  4.897634      5.472000    
  1977.4 0.7209039E-01 0.6612385E-01  6.219280      6.137000    
  1978.1 0.6779503E-01 0.6326666E-01  5.943761      6.408000    
  1978.2 0.6506572E-01 0.5999476E-01  5.902564      6.481000    
  1978.3 0.6077469E-01 0.6021465E-01  6.081855      7.315333    
  1978.4 0.5660285E-01 0.5883992E-01  6.141868      8.680333    
  1979.1 0.5496976E-01 0.5877879E-01  7.550688      9.357667    
  1979.2 0.5135051E-01 0.5714052E-01  8.484122      9.372333    
  1979.3 0.4971501E-01 0.5868435E-01  8.435982      9.631333    
  1979.4 0.5590332E-01 0.5940129E-01  12.02784      11.80367    
  1980.1 0.6243072E-01 0.6296949E-01  10.44159      13.45867    
  1980.2 0.6928440E-01 0.7323656E-01  7.916663      10.04933    
  1980.3 0.7571705E-01 0.7680771E-01  9.289797      9.235333    
  1980.4 0.7924877E-01 0.7398623E-01  12.26785      13.70967    
  1981.1 0.8350693E-01 0.7426606E-01  10.06562      14.36900    
  1981.2 0.9088077E-01 0.7398937E-01  10.19999      14.82900    
  1981.3 0.9288212E-01 0.7417361E-01  10.57594      15.08733    
  1981.4 0.9314067E-01 0.8241053E-01  10.87818      12.02267    
  1982.1 0.9417193E-01 0.8843563E-01  12.38117      12.89500    
  1982.2 0.9089460E-01 0.9425762E-01  10.05977      12.35900    
  1982.3 0.8712415E-01 0.9942961E-01  10.10859      9.705333    
  1982.4 0.8013357E-01 0.1067659      11.22706      7.935000    
  1983.1 0.7856072E-01 0.1039701      11.35294      8.081333    
  1983.2 0.7015090E-01 0.1010214      11.52013      8.420667    
  1983.3 0.5459648E-01 0.9360138E-01  12.51118      9.186667    
  1983.4 0.4701139E-01 0.8541760E-01  12.09825      8.793333    
  1984.1 0.5135857E-01 0.7871758E-01  11.48290      9.133333    
  1984.2 0.4776552E-01 0.7478733E-01  11.77980      9.843333    
  1984.3 0.3800339E-01 0.7451999E-01  12.80502      10.34333    
  1984.4 0.3579943E-01 0.7283015E-01  11.94757      8.973333    
  1985.1 0.3179705E-01 0.7279936E-01  12.35640      8.183333    
  1985.2 0.3140781E-01 0.7288834E-01  13.32591      7.523333    
  1985.3 0.3719677E-01 0.7210537E-01  13.56618      7.103333    
  1985.4 0.4076790E-01 0.7054201E-01  11.95113      7.146667    
  1986.1 0.4753218E-01 0.7015712E-01  9.924039      6.886667    
  1986.2 0.5184770E-01 0.7180384E-01  9.103260      6.130000    
  1986.3 0.5483425E-01 0.6991001E-01  8.595019      5.533333    
  1986.4 0.5417693E-01 0.6835172E-01  8.299815      5.340000    
  1987.1 0.5829343E-01 0.6620689E-01  7.441367      5.533333    
  1987.2 0.5680726E-01 0.6280795E-01  7.191525      5.733333    
  1987.3 0.5369559E-01 0.6014193E-01  7.722647      6.033333    
  1987.4 0.5702793E-01 0.5868976E-01  5.204202      6.003333    
  1988.1 0.6017587E-01 0.5727587E-01  3.729325      5.760000    
  1988.2 0.6451779E-01 0.5487146E-01  3.629612      6.230000    
  1988.3 0.6844254E-01 0.5492451E-01  3.105053      6.993333    
  1988.4 0.6665054E-01 0.5350265E-01  2.606294      7.703333    
  1989.1 0.6458200E-01 0.5215423E-01  2.621391      8.533333    
  1989.2 0.6059656E-01 0.5244464E-01  2.932740      8.440000    
  1989.3 0.5675669E-01 0.5277223E-01  3.058149      7.850000    
  1989.4 0.5232635E-01 0.5373561E-01  3.393953      7.633333    
  1990.1 0.4686997E-01 0.5300361E-01  4.748292      7.756667    
  1990.2 0.4161407E-01 0.5337414E-01  5.252164      7.766667    
  1990.3 0.4053349E-01 0.5687498E-01  4.482004      7.493333    
  1990.4 0.4705044E-01 0.6113686E-01  3.974561      7.023333    
  1991.1 0.4938472E-01 0.6574073E-01  4.199088      6.053333    
  1991.2 0.5067038E-01 0.6823443E-01  4.104820      5.593333    
  1991.3 0.5505330E-01 0.6853392E-01  3.470643      5.406667    
  1991.4 0.6037564E-01 0.7096660E-01  1.982366      4.583333    
  1992.1 0.6345504E-01 0.7379080E-01  2.987174      3.910000    
  1992.2 0.6449009E-01 0.7594573E-01  4.122838      3.723333    
  1992.3 0.6725263E-01 0.7626478E-01  3.524222      3.130000    
  1992.4 0.7445641E-01 0.7406133E-01  2.479128      3.076667    
  1993.1 0.8470635E-01 0.7149713E-01  2.059937      2.993333    
  1993.2 0.9662944E-01 0.7068857E-01  0.000000      2.983333    
  1993.3 0.9567251E-01 0.6799552E-01  0.000000      3.020000    
  1993.4 0.8875820E-01 0.6619143E-01  2.320924      3.080000    
  1994.1 0.8244270E-01 0.6555817E-01  3.300283      3.250000    
  1994.2 0.7538785E-01 0.6165512E-01  2.595083      4.036667    
  1994.3 0.7225117E-01 0.6001291E-01  1.933843      4.510000    
  1994.4 0.6976681E-01 0.5619378E-01  1.310457      5.283333    
  1995.1 0.6288126E-01 0.5477964E-01  1.293493      5.780000    
  1995.2 0.5950116E-01 0.5674622E-01  1.967518      5.623333    
  1995.3 0.5529537E-01 0.5658385E-01  2.462731      5.380000    
  1995.4 0.5304811E-01 0.5572015E-01  2.377887      5.270000    
  1996.1 0.5184217E-01 0.5545427E-01  3.308611      4.950000    
  1996.2 0.5100268E-01 0.5470120E-01  4.190362      5.040000    
  1996.3 0.5344792E-01 0.5259294E-01  3.551245      5.136667    
  1996.4 0.5985580E-01 0.5310254E-01  2.430657      4.970000    
  1997.1 0.6827979E-01 0.5223738E-01  2.416636      5.063333    
  1997.2 0.7357468E-01 0.4974959E-01  2.167401      5.073333    
  1997.3 0.7613121E-01 0.4858023E-01  1.869123      5.056667    
  1997.4 0.7782955E-01 0.4680572E-01  1.705097      5.086667    
  1998.1 0.7922076E-01 0.4637954E-01  1.731486      5.053333    
  1998.2 0.7945328E-01 0.4414228E-01  1.114594      4.976667    
  1998.3 0.7784314E-01 0.4528502E-01 0.9144800      4.823333    
  1998.4 0.7407033E-01 0.4429607E-01  1.238377      4.253333    
  1999.1 0.6887427E-01 0.4284456E-01  1.887853      4.406667    
  1999.2 0.6314323E-01 0.4248440E-01  2.806717      4.453333    
  1999.3 0.5978212E-01 0.4243400E-01  3.593245      4.650000    
  1999.4 0.5795038E-01 0.4077788E-01  4.475826      5.043333    
  2000.1 0.4931587E-01 0.4048765E-01  5.226465      5.520000    
  2000.2 0.4743848E-01 0.3947782E-01  5.301280      5.713333    
  2000.3 0.4859767E-01 0.4030117E-01  4.955126      6.016667    
  2000.4 0.5257630E-01 0.3918419E-01  4.611458      6.016667    
  2001.1 0.5323634E-01 0.4230321E-01  4.767021      4.816667    
  2001.2 0.5433091E-01 0.4411448E-01  4.782611      3.660000    
  2001.3 0.5681091E-01 0.4819249E-01  4.778163      3.170000    
  2001.4 0.5831989E-01 0.5537421E-01  4.843185      1.906667    
  2002.1 0.5385852E-01 0.5705425E-01  5.262182      1.820000    
  2002.2 0.5126120E-01 0.5845793E-01  4.773537      1.716667    
  2002.3 0.5175848E-01 0.5732000E-01  4.745819      1.643333    
  2002.4 0.4988870E-01 0.5851777E-01  5.403903      1.333333    
  2003.1 0.5144441E-01 0.5873963E-01  5.638263      1.156667    
  2003.2 0.5580510E-01 0.6152488E-01  4.549096      1.043333    
  2003.3 0.5899202E-01 0.6107130E-01  3.845181     0.9300000    
  2003.4 0.5797966E-01 0.5820932E-01  4.018415     0.9166667    
  2004.1 0.5667444E-01 0.5687648E-01  4.886766     0.9166667    
  2004.2 0.5779158E-01 0.5595400E-01  5.028135      1.076667    
  2004.3 0.5175949E-01 0.5440757E-01  5.849595      1.486667    
  2004.4 0.5145453E-01 0.5396538E-01  5.422050      2.006667    
  2005.1 0.5990911E-01 0.5292068E-01  4.586767      2.536667    
  2005.2 0.5684350E-01 0.5115378E-01  4.892372      2.863333    
  2005.3 0.4813172E-01 0.4975337E-01  5.905798      3.360000    
  2005.4 0.4862258E-01 0.4964352E-01  4.900730      3.826667    
  2006.1 0.4634974E-01 0.4731667E-01  4.115756      4.393333    
  2006.2 0.4492646E-01 0.4666969E-01  4.867122      4.703333    
  2006.3 0.4488665E-01 0.4655398E-01  5.991674      4.906667    
  2006.4 0.4709213E-01 0.4466963E-01  6.532342      4.903333    
  2007.1 0.4669997E-01 0.4536088E-01  6.923113      4.983333    
  2007.2 0.4997669E-01 0.4507805E-01  7.267173      4.736667    
  2007.3 0.5902148E-01 0.4670151E-01  7.055854      4.303333    
  2007.4 0.6312754E-01 0.4813029E-01  5.486834      3.390000    
  2008.1 0.6708264E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.7005899E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.7569362E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.8348150E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8904809E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.1004016     0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.1091570     0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.1147624     0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1189654     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1207509     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1195448     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1150278     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1089004     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1072502     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1013085     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9814199E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9832648E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1012517     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9450338E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8456740E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7969106E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7760020E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7776302E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.8355862E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8353299E-01 0.7353172E-01  0.000000     0.2222305    
  2014.2 0.8636784E-01 0.7371212E-01  0.000000     0.2267692    
  2014.3 0.8714566E-01 0.7344075E-01  0.000000     0.2727381    
  2014.4 0.8817535E-01 0.7270034E-01  0.000000     0.3896289    
  2015.1 0.9186125E-01 0.7163268E-01  0.000000     0.5446822    
  2015.2 0.9565757E-01 0.7041296E-01  0.000000     0.7056998    
  2015.3 0.1030837     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.1066935     0.6810526E-01  0.000000      1.011500    
  2016.1 0.1065010     0.6720077E-01  0.000000      1.148466    
  2016.2 0.1069755     0.6650839E-01  0.000000      1.268463    
  2016.3 0.1039482     0.6602361E-01  0.000000      1.370028    
  2016.4 0.1004115     0.6572500E-01  0.000000      1.454232    
  2017.1 0.9815770E-01 0.6557762E-01 0.2183268E-01  1.523254    
  2017.2 0.9496431E-01 0.6554472E-01  0.000000      1.579320    
  2017.3 0.9539899E-01 0.6559437E-01  0.000000      1.624370    
  2017.4 0.9479152E-01 0.6569973E-01  0.000000      1.660170    
  2018.1 0.9482416E-01 0.6583532E-01  0.000000      1.688692    
  2018.2 0.9460159E-01 0.6598118E-01  0.000000      1.711782    
  2018.3 0.9848548E-01 0.6612472E-01  0.000000      1.730742    
  2018.4 0.9870137E-01 0.6625905E-01 0.1376149E-01  1.746369    
  2019.1 0.9764305E-01 0.6637441E-01  0.000000      1.759767    
  2019.2 0.9500388E-01 0.6646188E-01  0.000000      1.772234    
  2019.3 0.9259239E-01 0.6651811E-01 0.7946437      1.784603    
  2019.4 0.8712470E-01 0.6654506E-01  2.239329      1.797049    
  2020.1 0.8053006E-01 0.6654177E-01  2.224930      1.809908    
  2020.2 0.7534515E-01 0.6650849E-01  2.034521      1.823601    
  2020.3 0.7018462E-01 0.6644969E-01  2.391205      1.838160    
  2020.4 0.6957914E-01 0.6637212E-01  2.175377      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.394630858017E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     111 IER= 4 F=  0.358327175198E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.12591540155E-05 -0.25341226639E-05 -0.32661673451E-05

X VALUES

  0.51605134590E+00  0.11309033378E+01 -0.23017246662E+00

MEAN OF DEPENDENT VARIABLE   749999.218212775

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.516051346       0.025377545   20.33496
  2       1.100000000       1.130903338       0.068055674   16.61733
  3      -0.100000000      -0.230172467       0.066570160   -3.45759

SE of equation          =      0.013253323
Sum of squared residuals =  0.358327175E-01   0.221369293    
Sum of ABS residuals     =  0.979153925    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96991

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.277420327304E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     126 IER= 4 F=  0.183920535706E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.90627771202E-05  0.34400063251E-05  0.38688564498E-05

X VALUES

  0.64613902625E+00  0.10086154703E+01 -0.71591823820E-01

MEAN OF DEPENDENT VARIABLE   749999.232879168

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.646139026       0.020837171   31.00896
  2       1.100000000       1.008615470       0.070425348   14.32177
  3      -0.100000000      -0.071591824       0.065798627   -1.08804

SE of equation          =      0.009495111
Sum of squared residuals =  0.183920536E-01   0.579014481E-01
Sum of ABS residuals     =  0.763190729    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99977

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.731462557941E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      83 IER= 4 F=  0.590422670494E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.21268007622E-04  0.56390410712E-04  0.48151796516E-04

X VALUES

  0.54635523017E+00  0.13398728234E+01 -0.44387215701E+00

MEAN OF DEPENDENT VARIABLE   749999.255444190

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.546355230       0.034342692   15.90892
  2       1.100000000       1.339872823       0.064111251   20.89918
  3      -0.100000000      -0.443872157       0.062646905   -7.08530

SE of equation          =      0.017536015
Sum of squared residuals =  0.590422670E-01   0.373512465    
Sum of ABS residuals     =   1.11097455    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96754

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.529956008399E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 4 F=  0.423858114475E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.13922953673E-05 -0.18446836670E-04 -0.19342636226E-04

X VALUES

  0.53833502663E+00  0.95066354030E+00 -0.23532010986E-01

MEAN OF DEPENDENT VARIABLE   749999.260857339

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.538335027       0.011618938   46.33255
  2       1.100000000       0.950663540       0.070565696   13.47204
  3      -0.100000000      -0.023532011       0.066396419   -0.35442

SE of equation          =      0.014414353
Sum of squared residuals =  0.423858114E-01   0.196482838    
Sum of ABS residuals     =   1.21604329    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99722

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.488165100762E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      88 IER= 3 F=  0.488007940117E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.77613290676E-07 -0.17058688874E-05 -0.18622621678E-05

X VALUES

  0.55524532652E+00  0.11439534327E+01 -0.20109496684E+00

MEAN OF DEPENDENT VARIABLE   749999.261195369

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.555245327       0.746368542    0.74393
  2       1.100000000       1.143953433       2.269720706    0.50401
  3      -0.100000000      -0.201094967       2.123316516   -0.09471

SE of equation          =      0.489100786
Sum of squared residuals =   48.8007940        7.69978843    
Sum of ABS residuals     =   9.01445617    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97240

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.532371451828E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      78 IER= 4 F=  0.526405821311E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.48692189525E-05  0.30051289205E-05 -0.16667334023E-06

X VALUES

  0.54099256483E+00  0.67597843030E+00  0.14034086067E+00

MEAN OF DEPENDENT VARIABLE   749999.233027399

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.540992565       0.234428980    2.30770
  2       1.100000000       0.675978430       0.309535814    2.18385
  3      -0.100000000       0.140340861       0.301484115    0.46550

SE of equation          =      0.160636879
Sum of squared residuals =   5.26405821        3.24977132    
Sum of ABS residuals     =   6.07683129    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94700

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.588488382730E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      80 IER= 4 F=  0.584772144236E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.50540485589E-06  0.10179401299E-05 -0.27145664390E-06

X VALUES

  0.55075423215E+00  0.11591055044E+01 -0.16153448952E+00

MEAN OF DEPENDENT VARIABLE   749999.403080446

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.550754232       0.106505627    5.17113
  2       1.100000000       1.159105504       0.087324726   13.27351
  3      -0.100000000      -0.161534490       0.088362922   -1.82808

SE of equation          =      0.059713347
Sum of squared residuals =  0.584772144        1.40770827    
Sum of ABS residuals     =   4.53482214    
R squared                =    1.00000
Durbin-Watson statistic  =    1.85639

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.313621339356E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.284827163865E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.79261649697E-06 -0.35683788580E-05 -0.56705977333E-05

X VALUES

  0.54222809636E+00  0.81720787297E+00 -0.16135064049E+00

MEAN OF DEPENDENT VARIABLE   749999.280308140

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.542228096       0.038378582   14.12840
  2       1.100000000       0.817207873       0.116091338    7.03935
  3      -0.100000000      -0.161350640       0.111985931   -1.44081

SE of equation          =      0.037365915
Sum of squared residuals =  0.284827164        2.02062033    
Sum of ABS residuals     =   3.29734889    
R squared                =    1.00000
Durbin-Watson statistic  =    1.60369

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.106321931961E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.805491607976E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.66916618350E-06  0.20465593771E-06 -0.10852211804E-05

X VALUES

  0.11855785027E+01  0.77595835941E+00  0.70652838587E-01

MEAN OF DEPENDENT VARIABLE   749999.296166722

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.185578503       0.137312899    8.63414
  2       1.100000000       0.775958359       0.080385553    9.65296
  3      -0.100000000       0.070652839       0.079535553    0.88832

SE of equation          =      0.070082339
Sum of squared residuals =  0.805491608        1.71429696    
Sum of ABS residuals     =   4.33756757    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94334

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.479911593815E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     114 IER= 4 F=  0.408957618779E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.26060362289E-09  0.81332966423E-07  0.60835038651E-07

X VALUES

 -0.50057307150E-01  0.95096487369E+00 -0.21812967708E-01

MEAN OF DEPENDENT VARIABLE   749999.242443590

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000      -0.050057307       0.131513346   -0.38063
  2       1.100000000       0.950964874       0.088157314   10.78714
  3      -0.100000000      -0.021812968       0.088722018   -0.24586

SE of equation          =      0.051200812
Sum of squared residuals =  0.408957619       0.539045890    
Sum of ABS residuals     =   3.38054754    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93320

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.572320838568E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     107 IER= 4 F=  0.431180964978E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.17059497143E-05  0.69216074928E-06 -0.67811757961E-06

X VALUES

  0.58043277666E+00  0.90732323106E+00 -0.43514753916E+00

MEAN OF DEPENDENT VARIABLE   749999.270709018

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.580432777       0.044066551   13.17173
  2       1.100000000       0.907323231       0.085121946   10.65910
  3      -0.100000000      -0.435147539       0.081977816   -5.30811

SE of equation          =      0.045974256
Sum of squared residuals =  0.431180965        1.30888264    
Sum of ABS residuals     =   4.69429321    
R squared                =    1.00000
Durbin-Watson statistic  =    1.73775

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.727575482542E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      42 IER= 3 F=  0.690536391323E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.66283256368E-11  0.77036531756E-11

X VALUES

  0.96310633204E+00 -0.13510915690E+00

MEAN OF DEPENDENT VARIABLE   749999.246103084

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.963106332       0.154396320    6.23788
  2      -0.100000000      -0.135109157       0.143028727   -0.94463

SE of equation          =      0.024398565
Sum of squared residuals =  0.690536391E-01   0.630844114    
Sum of ABS residuals     =   1.26411115    
R squared                =    1.00000
Durbin-Watson statistic  =    1.32676

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.247516472994E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.224588879346E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.63053562618E-11  0.64272187746E-11

X VALUES

  0.99042849511E+00 -0.17273770562E+00

MEAN OF DEPENDENT VARIABLE   749999.238415327

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.990428495       0.098212039   10.08459
  2      -0.100000000      -0.172737706       0.092012921   -1.87732

SE of equation          =      0.033180203
Sum of squared residuals =  0.224588879        1.63465831    
Sum of ABS residuals     =   3.07718583    
R squared                =    1.00000
Durbin-Watson statistic  =    1.62736

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4824335E-01 0.5234225E-01 0.7641174      1.083667    
  1954.2 0.5135835E-01 0.5783462E-01 0.3646143     0.8143333    
  1954.3 0.5347965E-01 0.5970489E-01  1.450242     0.8696667    
  1954.4 0.5076125E-01 0.5361334E-01  3.301974      1.036333    
  1955.1 0.4651911E-01 0.4710636E-01  3.386527      1.256333    
  1955.2 0.4388542E-01 0.4380454E-01  2.931935      1.614333    
  1955.3 0.4191368E-01 0.4109694E-01  2.794264      1.861333    
  1955.4 0.4074686E-01 0.4208878E-01  3.305474      2.349333    
  1956.1 0.3791308E-01 0.4031458E-01  4.627094      2.379333    
  1956.2 0.3689930E-01 0.4190614E-01  5.248153      2.596667    
  1956.3 0.3697536E-01 0.4128671E-01  5.170857      2.596667    
  1956.4 0.3764907E-01 0.4100540E-01  5.142000      3.063667    
  1957.1 0.4173068E-01 0.3946671E-01  4.708476      3.171667    
  1957.2 0.4094688E-01 0.4062513E-01  4.998117      3.157000    
  1957.3 0.4023319E-01 0.4207225E-01  6.109807      3.382333    
  1957.4 0.3736956E-01 0.4923487E-01  6.499915      3.343333    
  1958.1 0.4023881E-01 0.6275076E-01  6.042284      1.838000    
  1958.2 0.3898801E-01 0.7359928E-01  5.955549      1.017667    
  1958.3 0.3713789E-01 0.7309055E-01  6.129281      1.710667    
  1958.4 0.3885153E-01 0.6352766E-01  5.677285      2.787667    
  1959.1 0.4179751E-01 0.5798631E-01  5.174252      2.800333    
  1959.2 0.4206195E-01 0.5104500E-01  5.700259      3.019333    
  1959.3 0.5763407E-01 0.5287044E-01  4.925183      3.533000    
  1959.4 0.6052613E-01 0.5592834E-01  4.891857      4.299333    
  1960.1 0.6714464E-01 0.5159512E-01  3.999687      3.943000    
  1960.2 0.6811825E-01 0.5225835E-01  3.066746      3.092333    
  1960.3 0.7052755E-01 0.5549938E-01  3.473369      2.390333    
  1960.4 0.6814448E-01 0.6251647E-01  4.929645      2.360667    
  1961.1 0.6401187E-01 0.6773354E-01  4.820688      2.376667    
  1961.2 0.6173382E-01 0.6971717E-01  3.999232      2.324667    
  1961.3 0.5931093E-01 0.6749309E-01  3.613561      2.324667    
  1961.4 0.5455790E-01 0.6171891E-01  4.262913      2.475000    
  1962.1 0.4795834E-01 0.5614436E-01  4.727133      2.739000    
  1962.2 0.4138520E-01 0.5482584E-01  4.782045      2.716000    
  1962.3 0.3828703E-01 0.5539051E-01  5.764485      2.858000    
  1962.4 0.3425962E-01 0.5505923E-01  7.523419      2.803333    
  1963.1 0.3064145E-01 0.5779253E-01  8.223950      2.909000    
  1963.2 0.3094937E-01 0.5680856E-01  8.038123      2.941333    
  1963.3 0.2728913E-01 0.5493742E-01  8.223104      3.280667    
  1963.4 0.2314341E-01 0.5572673E-01  8.781269      3.499333    
  1964.1 0.2290003E-01 0.5457706E-01  8.690553      3.538000    
  1964.2 0.2573506E-01 0.5220257E-01  8.605517      3.481333    
  1964.3 0.2730981E-01 0.4989598E-01  9.008796      3.504000    
  1964.4 0.3161421E-01 0.4953597E-01  9.633280      3.685000    
  1965.1 0.3907215E-01 0.4871666E-01  9.155546      3.899667    
  1965.2 0.4800256E-01 0.4655354E-01  7.904247      3.879000    
  1965.3 0.5194831E-01 0.4351989E-01  7.200100      3.859667    
  1965.4 0.5586706E-01 0.4102298E-01  7.042618      4.158667    
  1966.1 0.5841780E-01 0.3848268E-01  6.649362      4.630667    
  1966.2 0.5798347E-01 0.3807639E-01  5.838742      4.597333    
  1966.3 0.5798764E-01 0.3750700E-01  6.251794      5.047667    
  1966.4 0.5367160E-01 0.3683286E-01  7.845342      5.246000    
  1967.1 0.4892063E-01 0.3809930E-01  7.971492      4.533667    
  1967.2 0.4310495E-01 0.3806934E-01  7.700316      3.657333    
  1967.3 0.4198691E-01 0.3784696E-01  7.505841      4.344667    
  1967.4 0.3810101E-01 0.3915978E-01  7.432120      4.787333    
  1968.1 0.3382932E-01 0.3728355E-01  7.591006      5.064667    
  1968.2 0.3293553E-01 0.3537721E-01  7.668168      5.510000    
  1968.3 0.3449306E-01 0.3510557E-01  6.894882      5.226333    
  1968.4 0.3520368E-01 0.3392130E-01  6.877802      5.580667    
  1969.1 0.3494071E-01 0.3376971E-01  7.786740      6.137667    
  1969.2 0.3599674E-01 0.3424592E-01  8.437258      6.240000    
  1969.3 0.4517954E-01 0.3590757E-01  8.443803      7.046667    
  1969.4 0.5018891E-01 0.3581941E-01  7.114371      7.317667    
  1970.1 0.5140274E-01 0.4159508E-01  6.485507      7.262667    
  1970.2 0.5957216E-01 0.4746577E-01  5.742576      6.752333    
  1970.3 0.6422318E-01 0.5169088E-01  4.652644      6.374667    
  1970.4 0.6764307E-01 0.5802797E-01  4.100086      5.358333    
  1971.1 0.6912575E-01 0.5914467E-01  4.799637      3.863333    
  1971.2 0.6979903E-01 0.5907857E-01  5.289868      4.206000    
  1971.3 0.6724148E-01 0.5983336E-01  5.312820      5.050333    
  1971.4 0.6382797E-01 0.5954344E-01  5.779280      4.234333    
  1972.1 0.6176904E-01 0.5768041E-01  5.912301      3.435333    
  1972.2 0.5905954E-01 0.5658509E-01  5.924721      3.748333    
  1972.3 0.5631163E-01 0.5584112E-01  6.571632      4.241333    
  1972.4 0.5046406E-01 0.5304486E-01  7.694378      4.851333    
  1973.1 0.4577536E-01 0.4950510E-01  8.556841      5.639667    
  1973.2 0.4113884E-01 0.4889844E-01  8.676233      6.608333    
  1973.3 0.4227365E-01 0.4793204E-01  8.557275      8.388333    
  1973.4 0.4446609E-01 0.4769321E-01  7.804170      7.461667    
  1974.1 0.4493563E-01 0.5085049E-01  7.500910      7.600333    
  1974.2 0.4659867E-01 0.5161500E-01  7.853790      8.268000    
  1974.3 0.4595810E-01 0.5583721E-01  8.462859      8.286333    
  1974.4 0.4588273E-01 0.6556479E-01  8.445412      7.336000    
  1975.1 0.4648415E-01 0.8217515E-01  8.813148      5.873333    
  1975.2 0.4950755E-01 0.8828988E-01  9.224223      5.400667    
  1975.3 0.5038381E-01 0.8467753E-01  10.76694      6.336667    
  1975.4 0.5036500E-01 0.8259670E-01  9.441219      5.684333    
  1976.1 0.5308250E-01 0.7723461E-01  8.122596      4.953333    
  1976.2 0.5628912E-01 0.7526804E-01  8.132411      5.168667    
  1976.3 0.5840724E-01 0.7700112E-01  8.538737      5.168667    
  1976.4 0.6215680E-01 0.7733424E-01  7.854355      4.698000    
  1977.1 0.6679272E-01 0.7493048E-01  7.373359      4.624000    
  1977.2 0.6624965E-01 0.7104693E-01  7.619389      4.828667    
  1977.3 0.6584673E-01 0.6864221E-01  7.758687      5.472000    
  1977.4 0.6293630E-01 0.6612385E-01  7.551726      6.137000    
  1978.1 0.6077907E-01 0.6326666E-01  7.226558      6.408000    
  1978.2 0.5765453E-01 0.5999476E-01  7.778065      6.481000    
  1978.3 0.5989074E-01 0.6021465E-01  7.994775      7.315333    
  1978.4 0.5897330E-01 0.5883992E-01  8.099049      8.680333    
  1979.1 0.5797154E-01 0.5877879E-01  9.213372      9.357667    
  1979.2 0.5870014E-01 0.5714052E-01  9.527322      9.372333    
  1979.3 0.5737767E-01 0.5868435E-01  9.581515      9.631333    
  1979.4 0.5881118E-01 0.5940129E-01  12.71352      11.80367    
  1980.1 0.5765053E-01 0.6296949E-01  11.11419      13.45867    
  1980.2 0.5809846E-01 0.7323656E-01  9.921465      10.04933    
  1980.3 0.5909007E-01 0.7680771E-01  11.89756      9.235333    
  1980.4 0.5855982E-01 0.7398623E-01  14.79343      13.70967    
  1981.1 0.5869920E-01 0.7426606E-01  13.72856      14.36900    
  1981.2 0.6148291E-01 0.7398937E-01  14.34915      14.82900    
  1981.3 0.6204577E-01 0.7417361E-01  13.85299      15.08733    
  1981.4 0.5998122E-01 0.8241053E-01  15.06501      12.02267    
  1982.1 0.5775597E-01 0.8843563E-01  19.97751      12.89500    
  1982.2 0.5824695E-01 0.9425762E-01  20.05324      12.35900    
  1982.3 0.6447976E-01 0.9942961E-01  15.55827      9.705333    
  1982.4 0.6955970E-01 0.1067659      12.89274      7.935000    
  1983.1 0.6874924E-01 0.1039701      12.58288      8.081333    
  1983.2 0.6733037E-01 0.1010214      12.43417      8.420667    
  1983.3 0.6718940E-01 0.9360138E-01  12.16264      9.186667    
  1983.4 0.6641176E-01 0.8541760E-01  11.71293      8.793333    
  1984.1 0.6510699E-01 0.7871758E-01  11.71069      9.133333    
  1984.2 0.6418043E-01 0.7478733E-01  11.60217      9.843333    
  1984.3 0.6280893E-01 0.7451999E-01  11.38885      10.34333    
  1984.4 0.6043666E-01 0.7283015E-01  10.99942      8.973333    
  1985.1 0.6041360E-01 0.7279936E-01  10.90825      8.183333    
  1985.2 0.6003932E-01 0.7288834E-01  10.28410      7.523333    
  1985.3 0.5866886E-01 0.7210537E-01  9.763378      7.103333    
  1985.4 0.5624003E-01 0.7054201E-01  9.863372      7.146667    
  1986.1 0.5410981E-01 0.7015712E-01  9.435346      6.886667    
  1986.2 0.4949012E-01 0.7180384E-01  8.927811      6.130000    
  1986.3 0.4749392E-01 0.6991001E-01  9.509882      5.533333    
  1986.4 0.4403102E-01 0.6835172E-01  10.07253      5.340000    
  1987.1 0.4220019E-01 0.6620689E-01  9.901710      5.533333    
  1987.2 0.4134846E-01 0.6280795E-01  9.451798      5.733333    
  1987.3 0.4270405E-01 0.6014193E-01  9.286874      6.033333    
  1987.4 0.4626795E-01 0.5868976E-01  8.774504      6.003333    
  1988.1 0.4838108E-01 0.5727587E-01  8.063530      5.760000    
  1988.2 0.5046210E-01 0.5487146E-01  7.420548      6.230000    
  1988.3 0.5302000E-01 0.5492451E-01  6.937798      6.993333    
  1988.4 0.5241150E-01 0.5350265E-01  6.608079      7.703333    
  1989.1 0.5401447E-01 0.5215423E-01  6.181864      8.533333    
  1989.2 0.5386931E-01 0.5244464E-01  5.755752      8.440000    
  1989.3 0.5118665E-01 0.5277223E-01  5.458811      7.850000    
  1989.4 0.4974726E-01 0.5373561E-01  4.876693      7.633333    
  1990.1 0.4964065E-01 0.5300361E-01  3.787996      7.756667    
  1990.2 0.4955623E-01 0.5337414E-01  2.667105      7.766667    
  1990.3 0.5441000E-01 0.5687498E-01  2.114463      7.493333    
  1990.4 0.6229113E-01 0.6113686E-01 0.7290350      7.023333    
  1991.1 0.6191953E-01 0.6574073E-01 0.2149722      6.053333    
  1991.2 0.5865294E-01 0.6823443E-01  1.240426      5.593333    
  1991.3 0.5361996E-01 0.6853392E-01  2.200366      5.406667    
  1991.4 0.5256586E-01 0.7096660E-01  2.253017      4.583333    
  1992.1 0.4719462E-01 0.7379080E-01  2.627322      3.910000    
  1992.2 0.4414502E-01 0.7594573E-01  3.642004      3.723333    
  1992.3 0.4217272E-01 0.7626478E-01  4.624025      3.130000    
  1992.4 0.4376683E-01 0.7406133E-01  5.505445      3.076667    
  1993.1 0.4603237E-01 0.7149713E-01  5.571399      2.993333    
  1993.2 0.5057858E-01 0.7068857E-01  5.019672      2.983333    
  1993.3 0.5549550E-01 0.6799552E-01  4.529349      3.020000    
  1993.4 0.6115169E-01 0.6619143E-01  4.332059      3.080000    
  1994.1 0.6827044E-01 0.6555817E-01  2.746901      3.250000    
  1994.2 0.7327625E-01 0.6165512E-01 0.8017466      4.036667    
  1994.3 0.7782483E-01 0.6001291E-01  0.000000      4.510000    
  1994.4 0.8337307E-01 0.5619378E-01  0.000000      5.283333    
  1995.1 0.8347317E-01 0.5477964E-01  0.000000      5.780000    
  1995.2 0.8226906E-01 0.5674622E-01  0.000000      5.623333    
  1995.3 0.8266205E-01 0.5658385E-01  0.000000      5.380000    
  1995.4 0.8595845E-01 0.5572015E-01  0.000000      5.270000    
  1996.1 0.8799310E-01 0.5545427E-01  0.000000      4.950000    
  1996.2 0.8902782E-01 0.5470120E-01  0.000000      5.040000    
  1996.3 0.8813591E-01 0.5259294E-01  0.000000      5.136667    
  1996.4 0.8694014E-01 0.5310254E-01  0.000000      4.970000    
  1997.1 0.8453055E-01 0.5223738E-01 0.6567822E-01  5.063333    
  1997.2 0.8345074E-01 0.4974959E-01  0.000000      5.073333    
  1997.3 0.8269565E-01 0.4858023E-01 0.2663613      5.056667    
  1997.4 0.8197995E-01 0.4680572E-01 0.4952564      5.086667    
  1998.1 0.8007267E-01 0.4637954E-01 0.3924490      5.053333    
  1998.2 0.7762627E-01 0.4414228E-01 0.5568346E-01  4.976667    
  1998.3 0.7422592E-01 0.4528502E-01 0.3842475E-01  4.823333    
  1998.4 0.6996229E-01 0.4429607E-01 0.3663078      4.253333    
  1999.1 0.6166923E-01 0.4284456E-01  1.454091      4.406667    
  1999.2 0.5568935E-01 0.4248440E-01  2.357497      4.453333    
  1999.3 0.5089573E-01 0.4243400E-01  2.851397      4.650000    
  1999.4 0.4582694E-01 0.4077788E-01  3.188924      5.043333    
  2000.1 0.4087159E-01 0.4048765E-01  4.262895      5.520000    
  2000.2 0.4211311E-01 0.3947782E-01  3.975790      5.713333    
  2000.3 0.4662303E-01 0.4030117E-01  3.134892      6.016667    
  2000.4 0.4777044E-01 0.3918419E-01  3.068421      6.016667    
  2001.1 0.4547864E-01 0.4230321E-01  3.810271      4.816667    
  2001.2 0.4321774E-01 0.4411448E-01  4.893606      3.660000    
  2001.3 0.4385963E-01 0.4819249E-01  5.088701      3.170000    
  2001.4 0.4771738E-01 0.5537421E-01  4.684888      1.906667    
  2002.1 0.4919115E-01 0.5705425E-01  4.925966      1.820000    
  2002.2 0.4858266E-01 0.5845793E-01  5.662531      1.716667    
  2002.3 0.5083486E-01 0.5732000E-01  5.954568      1.643333    
  2002.4 0.5076779E-01 0.5851777E-01  6.615198      1.333333    
  2003.1 0.5813833E-01 0.5873963E-01  6.395559      1.156667    
  2003.2 0.6648484E-01 0.6152488E-01  5.552404      1.043333    
  2003.3 0.6860995E-01 0.6107130E-01  6.284702     0.9300000    
  2003.4 0.6808582E-01 0.5820932E-01  4.956525     0.9166667    
  2004.1 0.6614888E-01 0.5687648E-01  3.811485     0.9166667    
  2004.2 0.6629798E-01 0.5595400E-01  3.755482      1.076667    
  2004.3 0.6608151E-01 0.5440757E-01  3.647175      1.486667    
  2004.4 0.6819761E-01 0.5396538E-01  3.016588      2.006667    
  2005.1 0.7447079E-01 0.5292068E-01  2.269706      2.536667    
  2005.2 0.7139500E-01 0.5115378E-01  2.629609      2.863333    
  2005.3 0.6568439E-01 0.4975337E-01  3.987290      3.360000    
  2005.4 0.6109523E-01 0.4964352E-01  4.345227      3.826667    
  2006.1 0.5857264E-01 0.4731667E-01  4.885052      4.393333    
  2006.2 0.5591981E-01 0.4666969E-01  5.393780      4.703333    
  2006.3 0.5763346E-01 0.4655398E-01  4.947063      4.906667    
  2006.4 0.6405650E-01 0.4466963E-01  3.873684      4.903333    
  2007.1 0.7033362E-01 0.4536088E-01  3.287444      4.983333    
  2007.2 0.7722858E-01 0.4507805E-01  2.999592      4.736667    
  2007.3 0.7899224E-01 0.4670151E-01  3.492037      4.303333    
  2007.4 0.7859414E-01 0.4813029E-01  3.039409      3.390000    
  2008.1 0.7916641E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.8098704E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.8799601E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.9517503E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.1078886     0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.1144096     0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.1182575     0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.1198416     0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1223131     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1235509     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1221494     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1201723     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1191316     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1204133     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1165327     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1121512     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1106727     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1065648     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1010116     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9840228E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9757643E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9750671E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9729854E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9643797E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.9699492E-01 0.7353172E-01  0.000000     0.2222305    
  2014.2 0.9823680E-01 0.7371212E-01  0.000000     0.2267692    
  2014.3 0.1015429     0.7344075E-01  0.000000     0.2727381    
  2014.4 0.1077301     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1077049     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1087969     0.7041296E-01  0.000000     0.7056998    
  2015.3 0.1100344     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.1098220     0.6810526E-01  0.000000      1.011500    
  2016.1 0.1130798     0.6720077E-01  0.000000      1.148466    
  2016.2 0.1158372     0.6650839E-01  0.000000      1.268463    
  2016.3 0.1179902     0.6602361E-01  0.000000      1.370028    
  2016.4 0.1164161     0.6572500E-01  0.000000      1.454232    
  2017.1 0.1142783     0.6557762E-01 0.3717766      1.523254    
  2017.2 0.1121879     0.6554472E-01 0.6250029      1.579320    
  2017.3 0.1083895     0.6559437E-01 0.6640900      1.624370    
  2017.4 0.1024311     0.6569973E-01 0.8776889      1.660170    
  2018.1 0.9992930E-01 0.6583532E-01 0.8478077E-01  1.688692    
  2018.2 0.9722924E-01 0.6598118E-01  0.000000      1.711782    
  2018.3 0.9654245E-01 0.6612472E-01  0.000000      1.730742    
  2018.4 0.9901568E-01 0.6625905E-01  0.000000      1.746369    
  2019.1 0.9488721E-01 0.6637441E-01 0.8702860      1.759767    
  2019.2 0.9236538E-01 0.6646188E-01  1.571630      1.772234    
  2019.3 0.8930062E-01 0.6651811E-01  1.744815      1.784603    
  2019.4 0.8500688E-01 0.6654506E-01  1.909919      1.797049    
  2020.1 0.8158094E-01 0.6654177E-01  1.828036      1.809908    
  2020.2 0.7969281E-01 0.6650849E-01  2.078023      1.823601    
  2020.3 0.7703431E-01 0.6644969E-01  2.480764      1.838160    
  2020.4 0.7785085E-01 0.6637212E-01  2.486925      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.209111350197E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     107 IER= 4 F=  0.187678718345E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.76838131652E-06 -0.47224828406E-05 -0.44960414800E-05

X VALUES

  0.51380610635E+00  0.81009117070E+00  0.14031313532E+00

MEAN OF DEPENDENT VARIABLE   749999.231568266

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.513806106       0.012657175   40.59406
  2       1.100000000       0.810091171       0.069941785   11.58236
  3      -0.100000000       0.140313135       0.068319826    2.05377

SE of equation          =      0.009591630
Sum of squared residuals =  0.187678718E-01   0.100072048    
Sum of ABS residuals     =  0.669110295    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99393

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.227936178813E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     138 IER= 4 F=  0.135748186913E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.90296182697E-07  0.12172867293E-05  0.12510123825E-05

X VALUES

  0.66900692199E+00  0.10171141025E+01 -0.92231843565E-01

MEAN OF DEPENDENT VARIABLE   749999.240426294

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.669006922       0.024964030   26.79884
  2       1.100000000       1.017114102       0.075409348   13.48790
  3      -0.100000000      -0.092231844       0.069007194   -1.33655

SE of equation          =      0.008157403
Sum of squared residuals =  0.135748187E-01   0.147066560    
Sum of ABS residuals     =  0.656141608    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99064

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.500471348514E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     101 IER= 4 F=  0.477064799841E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.55044165284E-08 -0.11310562266E-06 -0.12826241138E-06

X VALUES

  0.44595786608E+00  0.10610730588E+01 -0.11377908650E+00

MEAN OF DEPENDENT VARIABLE   749999.264655610

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.445957866       0.037415259   11.91914
  2       1.100000000       1.061073059       0.071629074   14.81344
  3      -0.100000000      -0.113779086       0.071019948   -1.60207

SE of equation          =      0.015762971
Sum of squared residuals =  0.477064800E-01   0.146787858    
Sum of ABS residuals     =   1.07171584    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99906

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.567748457288E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.472518588291E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.96560926352E-05 -0.94223452342E-04 -0.96009633247E-04

X VALUES

  0.50757822648E+00  0.75156054910E+00  0.20099681676E+00

MEAN OF DEPENDENT VARIABLE   749999.267657107

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.507578226       0.017496313   29.01058
  2       1.100000000       0.751560549       0.069374646   10.83336
  3      -0.100000000       0.200996817       0.066946986    3.00233

SE of equation          =      0.015219289
Sum of squared residuals =  0.472518588E-01   0.890701224E-01
Sum of ABS residuals     =   1.29983474    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99937

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.611179788065E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     110 IER= 3 F=  0.610970936173E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.35643346447E-06  0.15598147746E-06  0.67525732250E-07

X VALUES

  0.57302562682E+00  0.68147317876E+00  0.23096992110E+00

MEAN OF DEPENDENT VARIABLE   749999.285356350

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.573025627       0.562254228    1.01916
  2       1.100000000       0.681473179       3.085380543    0.22087
  3      -0.100000000       0.230969921       2.874452599    0.08035

SE of equation          =      0.547261872
Sum of squared residuals =   61.0970936        8.75173205    
Sum of ABS residuals     =   9.89697987    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97041

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.318006320406E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 3 F=  0.313675299152E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.20329780924E-10  0.52256631026E-09  0.68670432757E-09

X VALUES

  0.43688538652E+00  0.79033599575E+00 -0.29101337564E-01

MEAN OF DEPENDENT VARIABLE   749999.248519676

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.436885387       0.199308912    2.19200
  2       1.100000000       0.790335996       0.254294165    3.10796
  3      -0.100000000      -0.029101338       0.251649441   -0.11564

SE of equation          =      0.124000968
Sum of squared residuals =   3.13675299        3.73424273    
Sum of ABS residuals     =   5.70705726    
R squared                =    1.00000
Durbin-Watson statistic  =    1.90699

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.907140750202E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.837252382428E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.54534469252E-06 -0.26324753812E-05 -0.47919079327E-05

X VALUES

  0.91696635712E+00  0.12102705259E+01 -0.21243301902E+00

MEAN OF DEPENDENT VARIABLE   749999.452598157

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.916966357       0.109322539    8.38772
  2       1.100000000       1.210270526       0.079327717   15.25659
  3      -0.100000000      -0.212433019       0.080448119   -2.64062

SE of equation          =      0.071450664
Sum of squared residuals =  0.837252382        1.52409943    
Sum of ABS residuals     =   5.38004879    
R squared                =    1.00000
Durbin-Watson statistic  =    1.86485

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.317014972281E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.264384819883E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.20956375288E-06 -0.55080027270E-06  0.14269549961E-06

X VALUES

  0.51322140516E+00  0.78503473937E+00 -0.25936219524E+00

MEAN OF DEPENDENT VARIABLE   749999.278641807

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.513221405       0.032326325   15.87627
  2       1.100000000       0.785034739       0.096139201    8.16560
  3      -0.100000000      -0.259362195       0.093591932   -2.77120

SE of equation          =      0.036000056
Sum of squared residuals =  0.264384820        1.33680059    
Sum of ABS residuals     =   3.42731798    
R squared                =    1.00000
Durbin-Watson statistic  =    1.67147

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.551980318033E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     110 IER= 4 F=  0.418635244673E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.42307640506E-07 -0.59210551763E-07 -0.74978711451E-08

X VALUES

  0.84206238215E+00  0.56387690890E+00  0.22210728711E-01

MEAN OF DEPENDENT VARIABLE   749999.269568445

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.842062382       0.110410089    7.62668
  2       1.100000000       0.563876909       0.082287565    6.85252
  3      -0.100000000       0.022210729       0.081627287    0.27210

SE of equation          =      0.050523796
Sum of squared residuals =  0.418635245        1.10767538    
Sum of ABS residuals     =   3.39170876    
R squared                =    1.00000
Durbin-Watson statistic  =    1.76296

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.288514127668E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.255126174480E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.11522389732E-07 -0.72948039287E-07 -0.90258521407E-07

X VALUES

  0.16869100894E+00  0.99272885717E+00 -0.54401864703E-01

MEAN OF DEPENDENT VARIABLE   749999.279425999

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.168691009       0.090848629    1.85684
  2       1.100000000       0.992728857       0.095723467   10.37080
  3      -0.100000000      -0.054401865       0.096165516   -0.56571

SE of equation          =      0.040440378
Sum of squared residuals =  0.255126174       0.965174786    
Sum of ABS residuals     =   2.65227040    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69830

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.459938781395E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     124 IER= 4 F=  0.405698937819E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.24487679916E-05 -0.45332956849E-05 -0.49281414842E-05

X VALUES

  0.75691701144E+00  0.97507298589E+00 -0.13316004130E+00

MEAN OF DEPENDENT VARIABLE   749999.277891626

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.756917011       0.081432146    9.29506
  2       1.100000000       0.975072986       0.101443300    9.61200
  3      -0.100000000      -0.133160041       0.100242133   -1.32838

SE of equation          =      0.044595070
Sum of squared residuals =  0.405698938        1.50227548    
Sum of ABS residuals     =   4.22984414    
R squared                =    1.00000
Durbin-Watson statistic  =    1.70884

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.709162638251E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.688372702522E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.69107055493E-11 -0.71059059995E-11

X VALUES

  0.98399736138E+00 -0.68354770428E-01

MEAN OF DEPENDENT VARIABLE   749999.272809181

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.983997361       0.141149135    6.97133
  2      -0.100000000      -0.068354770       0.136044614   -0.50244

SE of equation          =      0.024360311
Sum of squared residuals =  0.688372703E-01   0.949412113    
Sum of ABS residuals     =   1.23322749    
R squared                =    1.00000
Durbin-Watson statistic  =    1.25185

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.250345711963E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.235417559754E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.58431101770E-11 -0.49487754293E-11

X VALUES

  0.11637836392E+01 -0.25238585192E+00

MEAN OF DEPENDENT VARIABLE   749999.246582991

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.163783639       0.090100840   12.91646
  2      -0.100000000      -0.252385852       0.087003550   -2.90087

SE of equation          =      0.033970688
Sum of squared residuals =  0.235417560        1.30207087    
Sum of ABS residuals     =   3.10621286    
R squared                =    1.00000
Durbin-Watson statistic  =    1.60204

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4830331E-01 0.5234225E-01  1.202376      1.083667    
  1954.2 0.5274736E-01 0.5783462E-01  1.082869     0.8143333    
  1954.3 0.5252282E-01 0.5970489E-01  1.367112     0.8696667    
  1954.4 0.4993603E-01 0.5361334E-01  1.991380      1.036333    
  1955.1 0.4477513E-01 0.4710636E-01  2.134125      1.256333    
  1955.2 0.4124208E-01 0.4380454E-01  2.524573      1.614333    
  1955.3 0.3346058E-01 0.4109694E-01  3.022874      1.861333    
  1955.4 0.2534953E-01 0.4208878E-01  3.655606      2.349333    
  1956.1 0.2650479E-01 0.4031458E-01  3.826092      2.379333    
  1956.2 0.2095499E-01 0.4190614E-01  4.754121      2.596667    
  1956.3 0.1715097E-01 0.4128671E-01  6.350515      2.596667    
  1956.4 0.1126573E-01 0.4100540E-01  7.276620      3.063667    
  1957.1 0.6997793E-02 0.3946671E-01  7.916697      3.171667    
  1957.2 0.8090234E-02 0.4062513E-01  8.254273      3.157000    
  1957.3 0.1110176E-01 0.4207225E-01  8.318347      3.382333    
  1957.4 0.1372401E-01 0.4923487E-01  8.139463      3.343333    
  1958.1 0.2015018E-01 0.6275076E-01  8.250347      1.838000    
  1958.2 0.2378096E-01 0.7359928E-01  8.223387      1.017667    
  1958.3 0.2910640E-01 0.7309055E-01  7.963317      1.710667    
  1958.4 0.2990288E-01 0.6352766E-01  6.573296      2.787667    
  1959.1 0.3971106E-01 0.5798631E-01  5.401299      2.800333    
  1959.2 0.4858882E-01 0.5104500E-01  4.399980      3.019333    
  1959.3 0.6802205E-01 0.5287044E-01  2.458009      3.533000    
  1959.4 0.7852654E-01 0.5592834E-01 0.6573261      4.299333    
  1960.1 0.9103778E-01 0.5159512E-01  0.000000      3.943000    
  1960.2 0.9079543E-01 0.5225835E-01 0.3876755      3.092333    
  1960.3 0.8083646E-01 0.5549938E-01  1.305084      2.390333    
  1960.4 0.7382177E-01 0.6251647E-01 0.9881233      2.360667    
  1961.1 0.6489823E-01 0.6773354E-01 0.8436856      2.376667    
  1961.2 0.5936547E-01 0.6971717E-01  1.478997      2.324667    
  1961.3 0.5047766E-01 0.6749309E-01  2.366771      2.324667    
  1961.4 0.4090347E-01 0.6171891E-01  3.184449      2.475000    
  1962.1 0.3598733E-01 0.5614436E-01  2.801295      2.739000    
  1962.2 0.3496292E-01 0.5482584E-01  1.770482      2.716000    
  1962.3 0.3736775E-01 0.5539051E-01  1.407668      2.858000    
  1962.4 0.4335876E-01 0.5505923E-01 0.5667142      2.803333    
  1963.1 0.4436906E-01 0.5779253E-01 0.4255698      2.909000    
  1963.2 0.4683271E-01 0.5680856E-01 0.9936215      2.941333    
  1963.3 0.4446239E-01 0.5493742E-01  1.462982      3.280667    
  1963.4 0.4014015E-01 0.5572673E-01  1.779924      3.499333    
  1964.1 0.3591581E-01 0.5457706E-01  2.288984      3.538000    
  1964.2 0.3886793E-01 0.5220257E-01  2.219990      3.481333    
  1964.3 0.3994267E-01 0.4989598E-01  1.663605      3.504000    
  1964.4 0.4317390E-01 0.4953597E-01  1.625212      3.685000    
  1965.1 0.4717428E-01 0.4871666E-01  2.366272      3.899667    
  1965.2 0.5105026E-01 0.4655354E-01  2.510131      3.879000    
  1965.3 0.4587976E-01 0.4351989E-01  3.857858      3.859667    
  1965.4 0.4215407E-01 0.4102298E-01  4.509605      4.158667    
  1966.1 0.3763281E-01 0.3848268E-01  4.760504      4.630667    
  1966.2 0.3632122E-01 0.3807639E-01  5.159263      4.597333    
  1966.3 0.3649759E-01 0.3750700E-01  5.831827      5.047667    
  1966.4 0.3851901E-01 0.3683286E-01  6.609008      5.246000    
  1967.1 0.4397707E-01 0.3809930E-01  5.996597      4.533667    
  1967.2 0.4410050E-01 0.3806934E-01  5.778252      3.657333    
  1967.3 0.4461924E-01 0.3784696E-01  6.493313      4.344667    
  1967.4 0.4209077E-01 0.3915978E-01  7.091312      4.787333    
  1968.1 0.4224675E-01 0.3728355E-01  7.785705      5.064667    
  1968.2 0.4412895E-01 0.3537721E-01  7.603148      5.510000    
  1968.3 0.4542423E-01 0.3510557E-01  7.138597      5.226333    
  1968.4 0.4930965E-01 0.3392130E-01  7.087167      5.580667    
  1969.1 0.5126246E-01 0.3376971E-01  6.381049      6.137667    
  1969.2 0.5507557E-01 0.3424592E-01  5.633865      6.240000    
  1969.3 0.5554549E-01 0.3590757E-01  5.261771      7.046667    
  1969.4 0.5647314E-01 0.3581941E-01  5.058247      7.317667    
  1970.1 0.5472121E-01 0.4159508E-01  5.813631      7.262667    
  1970.2 0.5307002E-01 0.4746577E-01  6.910914      6.752333    
  1970.3 0.5742456E-01 0.5169088E-01  7.583845      6.374667    
  1970.4 0.5668846E-01 0.5802797E-01  6.706303      5.358333    
  1971.1 0.5425662E-01 0.5914467E-01  5.709866      3.863333    
  1971.2 0.5275571E-01 0.5907857E-01  5.465413      4.206000    
  1971.3 0.5402005E-01 0.5983336E-01  5.890728      5.050333    
  1971.4 0.5252293E-01 0.5954344E-01  6.484495      4.234333    
  1972.1 0.5415252E-01 0.5768041E-01  6.174273      3.435333    
  1972.2 0.5580714E-01 0.5658509E-01  5.942379      3.748333    
  1972.3 0.5688128E-01 0.5584112E-01  6.043683      4.241333    
  1972.4 0.5929754E-01 0.5304486E-01  5.753426      4.851333    
  1973.1 0.5802324E-01 0.4950510E-01  5.942900      5.639667    
  1973.2 0.5943914E-01 0.4889844E-01  6.323101      6.608333    
  1973.3 0.6141822E-01 0.4793204E-01  6.844877      8.388333    
  1973.4 0.6318174E-01 0.4769321E-01  7.351792      7.461667    
  1974.1 0.6809798E-01 0.5085049E-01  6.950958      7.600333    
  1974.2 0.7246406E-01 0.5161500E-01  5.877942      8.268000    
  1974.3 0.7422849E-01 0.5583721E-01  5.488407      8.286333    
  1974.4 0.7570598E-01 0.6556479E-01  5.023927      7.336000    
  1975.1 0.7737285E-01 0.8217515E-01  4.547089      5.873333    
  1975.2 0.7824280E-01 0.8828988E-01  4.430359      5.400667    
  1975.3 0.7768841E-01 0.8467753E-01  4.844033      6.336667    
  1975.4 0.7799678E-01 0.8259670E-01  4.379392      5.684333    
  1976.1 0.7766257E-01 0.7723461E-01  3.728962      4.953333    
  1976.2 0.7948333E-01 0.7526804E-01  3.710591      5.168667    
  1976.3 0.7609069E-01 0.7700112E-01  4.032933      5.168667    
  1976.4 0.7114717E-01 0.7733424E-01  4.248368      4.698000    
  1977.1 0.6583548E-01 0.7493048E-01  5.283479      4.624000    
  1977.2 0.6128131E-01 0.7104693E-01  6.355515      4.828667    
  1977.3 0.5520812E-01 0.6864221E-01  7.063845      5.472000    
  1977.4 0.5017912E-01 0.6612385E-01  7.579725      6.137000    
  1978.1 0.4567139E-01 0.6326666E-01  7.690636      6.408000    
  1978.2 0.4143990E-01 0.5999476E-01  7.907522      6.481000    
  1978.3 0.4201701E-01 0.6021465E-01  8.359874      7.315333    
  1978.4 0.4170859E-01 0.5883992E-01  8.691252      8.680333    
  1979.1 0.4406063E-01 0.5877879E-01  9.445150      9.357667    
  1979.2 0.5069053E-01 0.5714052E-01  9.680615      9.372333    
  1979.3 0.5417999E-01 0.5868435E-01  10.78232      9.631333    
  1979.4 0.6027297E-01 0.5940129E-01  13.01423      11.80367    
  1980.1 0.6462344E-01 0.6296949E-01  11.29603      13.45867    
  1980.2 0.6536816E-01 0.7323656E-01  9.391713      10.04933    
  1980.3 0.7289177E-01 0.7680771E-01  11.00531      9.235333    
  1980.4 0.7489437E-01 0.7398623E-01  13.72957      13.70967    
  1981.1 0.8177183E-01 0.7426606E-01  14.92525      14.36900    
  1981.2 0.8970554E-01 0.7398937E-01  15.26605      14.82900    
  1981.3 0.1013775     0.7417361E-01  14.04435      15.08733    
  1981.4 0.1109255     0.8241053E-01  12.22013      12.02267    
  1982.1 0.1136295     0.8843563E-01  13.04442      12.89500    
  1982.2 0.1136731     0.9425762E-01  11.62085      12.35900    
  1982.3 0.1150746     0.9942961E-01  10.22278      9.705333    
  1982.4 0.1135550     0.1067659      9.678349      7.935000    
  1983.1 0.1065401     0.1039701      9.086347      8.081333    
  1983.2 0.1021163     0.1010214      8.903204      8.420667    
  1983.3 0.9468999E-01 0.9360138E-01  8.787680      9.186667    
  1983.4 0.8840044E-01 0.8541760E-01  8.468437      8.793333    
  1984.1 0.8575003E-01 0.7871758E-01  7.985663      9.133333    
  1984.2 0.8011205E-01 0.7478733E-01  8.010828      9.843333    
  1984.3 0.7226117E-01 0.7451999E-01  8.448913      10.34333    
  1984.4 0.6777163E-01 0.7283015E-01  8.149215      8.973333    
  1985.1 0.6179149E-01 0.7279936E-01  8.086715      8.183333    
  1985.2 0.5506087E-01 0.7288834E-01  8.788162      7.523333    
  1985.3 0.4917204E-01 0.7210537E-01  9.465150      7.103333    
  1985.4 0.4739533E-01 0.7054201E-01  9.634330      7.146667    
  1986.1 0.4879383E-01 0.7015712E-01  9.769970      6.886667    
  1986.2 0.4789477E-01 0.7180384E-01  9.507665      6.130000    
  1986.3 0.4657990E-01 0.6991001E-01  8.864738      5.533333    
  1986.4 0.5109158E-01 0.6835172E-01  8.439969      5.340000    
  1987.1 0.5029856E-01 0.6620689E-01  8.876835      5.533333    
  1987.2 0.5267470E-01 0.6280795E-01  8.479994      5.733333    
  1987.3 0.5519734E-01 0.6014193E-01  8.157576      6.033333    
  1987.4 0.5691586E-01 0.5868976E-01  7.983348      6.003333    
  1988.1 0.5789069E-01 0.5727587E-01  8.359537      5.760000    
  1988.2 0.5892380E-01 0.5487146E-01  8.346781      6.230000    
  1988.3 0.5706268E-01 0.5492451E-01  8.174386      6.993333    
  1988.4 0.5153446E-01 0.5350265E-01  8.046396      7.703333    
  1989.1 0.5033560E-01 0.5215423E-01  8.219656      8.533333    
  1989.2 0.4778375E-01 0.5244464E-01  7.818005      8.440000    
  1989.3 0.4839608E-01 0.5277223E-01  7.050558      7.850000    
  1989.4 0.4976852E-01 0.5373561E-01  5.714309      7.633333    
  1990.1 0.4756686E-01 0.5300361E-01  5.473496      7.756667    
  1990.2 0.4398211E-01 0.5337414E-01  6.149610      7.766667    
  1990.3 0.4506183E-01 0.5687498E-01  6.427779      7.493333    
  1990.4 0.4975561E-01 0.6113686E-01  5.956288      7.023333    
  1991.1 0.5358370E-01 0.6574073E-01  5.361701      6.053333    
  1991.2 0.5593748E-01 0.6823443E-01  4.779526      5.593333    
  1991.3 0.6095095E-01 0.6853392E-01  4.067261      5.406667    
  1991.4 0.6597374E-01 0.7096660E-01  2.567260      4.583333    
  1992.1 0.6936737E-01 0.7379080E-01  2.494298      3.910000    
  1992.2 0.7159895E-01 0.7594573E-01  2.416565      3.723333    
  1992.3 0.7189169E-01 0.7626478E-01  2.220865      3.130000    
  1992.4 0.6935509E-01 0.7406133E-01  2.530640      3.076667    
  1993.1 0.6712912E-01 0.7149713E-01  2.965726      2.993333    
  1993.2 0.6391152E-01 0.7068857E-01  3.435855      2.983333    
  1993.3 0.6243474E-01 0.6799552E-01  3.983198      3.020000    
  1993.4 0.6245935E-01 0.6619143E-01  4.923928      3.080000    
  1994.1 0.5956185E-01 0.6555817E-01  4.844675      3.250000    
  1994.2 0.5706008E-01 0.6165512E-01  4.654418      4.036667    
  1994.3 0.5602371E-01 0.6001291E-01  4.583442      4.510000    
  1994.4 0.5722314E-01 0.5619378E-01  4.507629      5.283333    
  1995.1 0.5776302E-01 0.5477964E-01  4.046296      5.780000    
  1995.2 0.5855801E-01 0.5674622E-01  3.764904      5.623333    
  1995.3 0.5817210E-01 0.5658385E-01  3.774556      5.380000    
  1995.4 0.6071013E-01 0.5572015E-01  3.141370      5.270000    
  1996.1 0.6559135E-01 0.5545427E-01  2.051651      4.950000    
  1996.2 0.6539227E-01 0.5470120E-01  2.435187      5.040000    
  1996.3 0.6250796E-01 0.5259294E-01  3.254194      5.136667    
  1996.4 0.6677241E-01 0.5310254E-01 0.9255835      4.970000    
  1997.1 0.7145215E-01 0.5223738E-01  0.000000      5.063333    
  1997.2 0.7530963E-01 0.4974959E-01 0.1160847      5.073333    
  1997.3 0.7792867E-01 0.4858023E-01  0.000000      5.056667    
  1997.4 0.7791069E-01 0.4680572E-01  0.000000      5.086667    
  1998.1 0.7866616E-01 0.4637954E-01 0.5399850E-02  5.053333    
  1998.2 0.7555704E-01 0.4414228E-01 0.1122976      4.976667    
  1998.3 0.7419167E-01 0.4528502E-01 0.2834692      4.823333    
  1998.4 0.6967167E-01 0.4429607E-01 0.1325174      4.253333    
  1999.1 0.6133855E-01 0.4284456E-01 0.4156854      4.406667    
  1999.2 0.5639952E-01 0.4248440E-01  1.263658      4.453333    
  1999.3 0.5640307E-01 0.4243400E-01  1.355999      4.650000    
  1999.4 0.5675422E-01 0.4077788E-01 0.9671695      5.043333    
  2000.1 0.4958649E-01 0.4048765E-01  2.468692      5.520000    
  2000.2 0.4871986E-01 0.3947782E-01  3.390289      5.713333    
  2000.3 0.5129067E-01 0.4030117E-01  3.143816      6.016667    
  2000.4 0.5164707E-01 0.3918419E-01  2.896092      6.016667    
  2001.1 0.4891180E-01 0.4230321E-01  3.134140      4.816667    
  2001.2 0.4572777E-01 0.4411448E-01  4.187332      3.660000    
  2001.3 0.4250851E-01 0.4819249E-01  4.951755      3.170000    
  2001.4 0.4336866E-01 0.5537421E-01  5.019713      1.906667    
  2002.1 0.4078043E-01 0.5705425E-01  5.176026      1.820000    
  2002.2 0.3981436E-01 0.5845793E-01  5.133154      1.716667    
  2002.3 0.3906446E-01 0.5732000E-01  5.143933      1.643333    
  2002.4 0.4197755E-01 0.5851777E-01  4.862126      1.333333    
  2003.1 0.4485618E-01 0.5873963E-01  4.978113      1.156667    
  2003.2 0.4571152E-01 0.6152488E-01  5.077122      1.043333    
  2003.3 0.4806860E-01 0.6107130E-01  5.336841     0.9300000    
  2003.4 0.4397642E-01 0.5820932E-01  4.476479     0.9166667    
  2004.1 0.4369398E-01 0.5687648E-01  4.591649     0.9166667    
  2004.2 0.4456487E-01 0.5595400E-01  5.095546      1.076667    
  2004.3 0.4132778E-01 0.5440757E-01  5.512646      1.486667    
  2004.4 0.4198388E-01 0.5396538E-01  5.505610      2.006667    
  2005.1 0.4457852E-01 0.5292068E-01  5.997185      2.536667    
  2005.2 0.4684602E-01 0.5115378E-01  6.247543      2.863333    
  2005.3 0.4467553E-01 0.4975337E-01  6.337980      3.360000    
  2005.4 0.4162915E-01 0.4964352E-01  6.424882      3.826667    
  2006.1 0.4250318E-01 0.4731667E-01  5.345328      4.393333    
  2006.2 0.4265389E-01 0.4666969E-01  4.082354      4.703333    
  2006.3 0.4519903E-01 0.4655398E-01  3.757711      4.906667    
  2006.4 0.5075979E-01 0.4466963E-01  2.515446      4.903333    
  2007.1 0.5200852E-01 0.4536088E-01  2.407157      4.983333    
  2007.2 0.5444633E-01 0.4507805E-01  2.345981      4.736667    
  2007.3 0.5546000E-01 0.4670151E-01  2.162563      4.303333    
  2007.4 0.5230322E-01 0.4813029E-01  2.554811      3.390000    
  2008.1 0.5252857E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5575686E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5567277E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6111969E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6948181E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7458282E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.7897569E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8878610E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9724098E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1039457     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1121336     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1137651     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1170933     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1195088     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1190100     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1159498     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1092255     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1056853     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1001352     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9246052E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.8677661E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.8025455E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7930540E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7524489E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7416336E-01 0.7353172E-01 0.6250920     0.2222305    
  2014.2 0.8052171E-01 0.7371212E-01 0.1131655     0.2267692    
  2014.3 0.8476150E-01 0.7344075E-01  0.000000     0.2727381    
  2014.4 0.8858201E-01 0.7270034E-01  0.000000     0.3896289    
  2015.1 0.9667601E-01 0.7163268E-01  0.000000     0.5446822    
  2015.2 0.9410165E-01 0.7041296E-01 0.4154838     0.7056998    
  2015.3 0.8456189E-01 0.6919799E-01  1.300880     0.8622789    
  2015.4 0.7974380E-01 0.6810526E-01 0.8891098      1.011500    
  2016.1 0.7750917E-01 0.6720077E-01  1.107077      1.148466    
  2016.2 0.8015032E-01 0.6650839E-01  0.000000      1.268463    
  2016.3 0.7293268E-01 0.6602361E-01  0.000000      1.370028    
  2016.4 0.6312652E-01 0.6572500E-01  2.393132      1.454232    
  2017.1 0.5881842E-01 0.6557762E-01  3.606810      1.523254    
  2017.2 0.5849796E-01 0.6554472E-01  2.839566      1.579320    
  2017.3 0.5970239E-01 0.6559437E-01  2.247141      1.624370    
  2017.4 0.5944763E-01 0.6569973E-01  2.628236      1.660170    
  2018.1 0.5934941E-01 0.6583532E-01  2.988131      1.688692    
  2018.2 0.6103395E-01 0.6598118E-01  3.113888      1.711782    
  2018.3 0.6442982E-01 0.6612472E-01  2.871935      1.730742    
  2018.4 0.6913308E-01 0.6625905E-01  2.539895      1.746369    
  2019.1 0.7239229E-01 0.6637441E-01  2.093937      1.759767    
  2019.2 0.7749611E-01 0.6646188E-01  1.722799      1.772234    
  2019.3 0.7794846E-01 0.6651811E-01  1.339920      1.784603    
  2019.4 0.7729327E-01 0.6654506E-01  1.092937      1.797049    
  2020.1 0.7575493E-01 0.6654177E-01  2.203036      1.809908    
  2020.2 0.7408984E-01 0.6650849E-01  2.954511      1.823601    
  2020.3 0.7484587E-01 0.6644969E-01  2.317936      1.838160    
  2020.4 0.8021159E-01 0.6637212E-01  1.294668      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.371929288818E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     123 IER= 4 F=  0.334573078694E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.63997124185E-06  0.30891720900E-06 -0.28113386273E-07

X VALUES

  0.53286180802E+00  0.12413245700E+01 -0.30337618103E+00

MEAN OF DEPENDENT VARIABLE   749999.229808650

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.532861808       0.019656562   27.10860
  2       1.100000000       1.241324570       0.066643944   18.62622
  3      -0.100000000      -0.303376181       0.064866618   -4.67692

SE of equation          =      0.012806499
Sum of squared residuals =  0.334573079E-01   0.168159630    
Sum of ABS residuals     =  0.890720090    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99984

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.234889711746E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     142 IER= 4 F=  0.148218859809E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.26379568576E-06  0.37588064608E-05  0.40790888802E-05

X VALUES

  0.68363459543E+00  0.10124518055E+01 -0.83991134257E-01

MEAN OF DEPENDENT VARIABLE   749999.233459091

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.683634595       0.026301126   25.99260
  2       1.100000000       1.012451806       0.070446173   14.37199
  3      -0.100000000      -0.083991134       0.065052214   -1.29113

SE of equation          =      0.008523867
Sum of squared residuals =  0.148218860E-01  -0.133960341    
Sum of ABS residuals     =  0.713718723    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99607

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.507855126181E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     110 IER= 4 F=  0.404285212087E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.84411211529E-06 -0.30190380298E-05 -0.54245714925E-05

X VALUES

  0.41712015501E+00  0.12351688993E+01 -0.34741799785E+00

MEAN OF DEPENDENT VARIABLE   749999.266676663

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.417120155       0.037399409   11.15312
  2       1.100000000       1.235168899       0.067441972   18.31454
  3      -0.100000000      -0.347417998       0.064736753   -5.36663

SE of equation          =      0.014510865
Sum of squared residuals =  0.404285212E-01   0.222308666    
Sum of ABS residuals     =   1.08170253    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99905

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.500523826390E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      87 IER= 4 F=  0.446004545367E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.25679552992E-05 -0.39996857942E-06 -0.53323658589E-06

X VALUES

  0.50403829652E+00  0.11695744732E+01 -0.21290937027E+00

MEAN OF DEPENDENT VARIABLE   749999.245730209

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.504038297       0.016547135   30.46076
  2       1.100000000       1.169574473       0.069102167   16.92529
  3      -0.100000000      -0.212909370       0.066220491   -3.21516

SE of equation          =      0.014786131
Sum of squared residuals =  0.446004545E-01  -0.335268897    
Sum of ABS residuals     =   1.29403890    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95069

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.443558736553E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      98 IER= 3 F=  0.443425429147E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.99446676724E-07  0.16950349598E-05  0.19654350369E-05

X VALUES

  0.48371393390E+00  0.11857225544E+01 -0.23722897702E+00

MEAN OF DEPENDENT VARIABLE   749999.274284847

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.483713934       0.725771203    0.66648
  2       1.100000000       1.185722554       2.404219505    0.49318
  3      -0.100000000      -0.237228977       2.255938697   -0.10516

SE of equation          =      0.466224631
Sum of squared residuals =   44.3425429        7.57373440    
Sum of ABS residuals     =   8.89294900    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96506

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.824638421233E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.820790879906E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.58469166306E-06 -0.34482733564E-05 -0.28780417038E-05

X VALUES

  0.55513845307E+00  0.10485333430E+01 -0.33009387045E+00

MEAN OF DEPENDENT VARIABLE   749999.229634833

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.555138453       0.310364732    1.78866
  2       1.100000000       1.048533343       0.532501363    1.96907
  3      -0.100000000      -0.330093870       0.495308191   -0.66644

SE of equation          =      0.200586258
Sum of squared residuals =   8.20790880        3.92046593    
Sum of ABS residuals     =   6.13159660    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96458

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.860521582309E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      79 IER= 4 F=  0.809852510739E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.21834088801E-05 -0.17069629511E-03 -0.15382106534E-03

X VALUES

  0.70719038552E+00  0.12695857562E+01 -0.29726928941E+00

MEAN OF DEPENDENT VARIABLE   749999.324892111

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.707190386       0.138015396    5.12400
  2       1.100000000       1.269585756       0.078136085   16.24839
  3      -0.100000000      -0.297269289       0.077976493   -3.81229

SE of equation          =      0.070271794
Sum of squared residuals =  0.809852511       0.773050915    
Sum of ABS residuals     =   5.26169781    
R squared                =    1.00000
Durbin-Watson statistic  =    1.89726

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.597891522698E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     109 IER= 4 F=  0.567683966344E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.16014589626E-05  0.10949589955E-05  0.10359260332E-05

X VALUES

  0.60371725155E+00  0.91837926084E+00 -0.18695317303E+00

MEAN OF DEPENDENT VARIABLE   749999.283581824

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.603717252       0.071814299    8.40664
  2       1.100000000       0.918379261       0.121922759    7.53247
  3      -0.100000000      -0.186953173       0.125751748   -1.48668

SE of equation          =      0.052751915
Sum of squared residuals =  0.567683966        1.62392643    
Sum of ABS residuals     =   4.33168774    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72311

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.298436218121E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.224702237687E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.59996253351E-07  0.74798452562E-09  0.10333440698E-07

X VALUES

  0.57899444694E+00  0.50465726934E+00  0.29872297128E+00

MEAN OF DEPENDENT VARIABLE   749999.274331617

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.578994447       0.070496519    8.21309
  2       1.100000000       0.504657269       0.081395006    6.20010
  3      -0.100000000       0.298722971       0.079324723    3.76582

SE of equation          =      0.037015343
Sum of squared residuals =  0.224702238       0.957485777    
Sum of ABS residuals     =   2.93383492    
R squared                =    1.00000
Durbin-Watson statistic  =    1.90962

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.301471235465E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     115 IER= 4 F=  0.242059231184E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.14909637507E-09 -0.47636357127E-07 -0.33019823746E-07

X VALUES

  0.13496498880E+00  0.81752951148E+00  0.63295129965E-01

MEAN OF DEPENDENT VARIABLE   749999.276562785

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.134964989       0.093019495    1.45093
  2       1.100000000       0.817529511       0.086113885    9.49359
  3      -0.100000000       0.063295130       0.085490597    0.74038

SE of equation          =      0.039391138
Sum of squared residuals =  0.242059231        1.28901852    
Sum of ABS residuals     =   2.76704491    
R squared                =    1.00000
Durbin-Watson statistic  =    1.59009

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.587964832238E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      91 IER= 4 F=  0.470659823452E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.12936911997E-06 -0.32732753876E-06  0.11768832166E-05

X VALUES

  0.54285191938E+00  0.10378920148E+01 -0.53955386173E+00

MEAN OF DEPENDENT VARIABLE   749999.275074845

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.542851919       0.045356560   11.96854
  2       1.100000000       1.037892015       0.096117406   10.79817
  3      -0.100000000      -0.539553862       0.093995384   -5.74022

SE of equation          =      0.048032864
Sum of squared residuals =  0.470659823        1.42651194    
Sum of ABS residuals     =   4.36627900    
R squared                =    1.00000
Durbin-Watson statistic  =    1.70207

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.872408751623E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.846589261433E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.15036053509E-10 -0.21832883882E-10

X VALUES

  0.10521828810E+01 -0.13984012988E+00

MEAN OF DEPENDENT VARIABLE   749999.247721159

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.052182881       0.147494130    7.13373
  2      -0.100000000      -0.139840130       0.140045988   -0.99853

SE of equation          =      0.027015150
Sum of squared residuals =  0.846589261E-01   0.648660670    
Sum of ABS residuals     =   1.39928972    
R squared                =    1.00000
Durbin-Watson statistic  =    1.33652

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.307131116331E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.298795887527E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.22140486807E-11  0.17825233211E-10

X VALUES

  0.10028894435E+01 -0.62283786780E-01

MEAN OF DEPENDENT VARIABLE   749999.275292809

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.002889443       0.091430229   10.96890
  2      -0.100000000      -0.062283787       0.089647974   -0.69476

SE of equation          =      0.038271213
Sum of squared residuals =  0.298795888        1.78984586    
Sum of ABS residuals     =   3.54484188    
R squared                =    1.00000
Durbin-Watson statistic  =    1.62078

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4628515E-01 0.5234225E-01  1.649505      1.083667    
  1954.2 0.5089631E-01 0.5783462E-01  2.434255     0.8143333    
  1954.3 0.6058490E-01 0.5970489E-01  2.947124     0.8696667    
  1954.4 0.6345368E-01 0.5361334E-01  1.778845      1.036333    
  1955.1 0.6362570E-01 0.4710636E-01 0.7186024      1.256333    
  1955.2 0.5980847E-01 0.4380454E-01  1.240470      1.614333    
  1955.3 0.5536230E-01 0.4109694E-01  2.147852      1.861333    
  1955.4 0.5435998E-01 0.4208878E-01  2.302022      2.349333    
  1956.1 0.5179216E-01 0.4031458E-01  2.073732      2.379333    
  1956.2 0.4523385E-01 0.4190614E-01  2.363780      2.596667    
  1956.3 0.4259289E-01 0.4128671E-01  3.837655      2.596667    
  1956.4 0.3698906E-01 0.4100540E-01  5.822844      3.063667    
  1957.1 0.3075260E-01 0.3946671E-01  6.515402      3.171667    
  1957.2 0.2669038E-01 0.4062513E-01  6.594557      3.157000    
  1957.3 0.2421451E-01 0.4207225E-01  6.796526      3.382333    
  1957.4 0.2283350E-01 0.4923487E-01  7.183316      3.343333    
  1958.1 0.2119890E-01 0.6275076E-01  7.719847      1.838000    
  1958.2 0.2229120E-01 0.7359928E-01  8.079146      1.017667    
  1958.3 0.2413863E-01 0.7309055E-01  7.883971      1.710667    
  1958.4 0.2915376E-01 0.6352766E-01  7.359732      2.787667    
  1959.1 0.3496893E-01 0.5798631E-01  6.792432      2.800333    
  1959.2 0.4043494E-01 0.5104500E-01  6.798015      3.019333    
  1959.3 0.6058867E-01 0.5287044E-01  5.391505      3.533000    
  1959.4 0.6594117E-01 0.5592834E-01  5.004869      4.299333    
  1960.1 0.7482357E-01 0.5159512E-01  3.674953      3.943000    
  1960.2 0.8102707E-01 0.5225835E-01  2.489031      3.092333    
  1960.3 0.8216491E-01 0.5549938E-01  1.746559      2.390333    
  1960.4 0.7788016E-01 0.6251647E-01  1.609051      2.360667    
  1961.1 0.7320230E-01 0.6773354E-01  2.740664      2.376667    
  1961.2 0.6900208E-01 0.6971717E-01  3.374785      2.324667    
  1961.3 0.6153980E-01 0.6749309E-01  3.645397      2.324667    
  1961.4 0.5303656E-01 0.6171891E-01  4.431499      2.475000    
  1962.1 0.4270549E-01 0.5614436E-01  5.773503      2.739000    
  1962.2 0.3631552E-01 0.5482584E-01  7.133771      2.716000    
  1962.3 0.3771194E-01 0.5539051E-01  7.936204      2.858000    
  1962.4 0.3798587E-01 0.5505923E-01  6.980904      2.803333    
  1963.1 0.3765116E-01 0.5779253E-01  6.872793      2.909000    
  1963.2 0.3977779E-01 0.5680856E-01  7.205224      2.941333    
  1963.3 0.3724564E-01 0.5493742E-01  7.632239      3.280667    
  1963.4 0.3318779E-01 0.5572673E-01  8.008291      3.499333    
  1964.1 0.3003598E-01 0.5457706E-01  8.541089      3.538000    
  1964.2 0.3010293E-01 0.5220257E-01  8.605056      3.481333    
  1964.3 0.3035333E-01 0.4989598E-01  8.480823      3.504000    
  1964.4 0.2967833E-01 0.4953597E-01  8.643026      3.685000    
  1965.1 0.3531980E-01 0.4871666E-01  8.267252      3.899667    
  1965.2 0.3807334E-01 0.4655354E-01  7.304662      3.879000    
  1965.3 0.3928706E-01 0.4351989E-01  7.813065      3.859667    
  1965.4 0.3618366E-01 0.4102298E-01  9.682725      4.158667    
  1966.1 0.3196171E-01 0.3848268E-01  9.821278      4.630667    
  1966.2 0.2776712E-01 0.3807639E-01  9.395367      4.597333    
  1966.3 0.2728312E-01 0.3750700E-01  9.273556      5.047667    
  1966.4 0.3165482E-01 0.3683286E-01  8.991422      5.246000    
  1967.1 0.3312140E-01 0.3809930E-01  8.915263      4.533667    
  1967.2 0.3340784E-01 0.3806934E-01  9.004299      3.657333    
  1967.3 0.3716264E-01 0.3784696E-01  8.947715      4.344667    
  1967.4 0.3478973E-01 0.3915978E-01  7.972236      4.787333    
  1968.1 0.3669986E-01 0.3728355E-01  7.195609      5.064667    
  1968.2 0.3827316E-01 0.3537721E-01  7.053399      5.510000    
  1968.3 0.4336604E-01 0.3510557E-01  6.901164      5.226333    
  1968.4 0.4562380E-01 0.3392130E-01  7.087587      5.580667    
  1969.1 0.4576309E-01 0.3376971E-01  7.130925      6.137667    
  1969.2 0.4725302E-01 0.3424592E-01  6.908492      6.240000    
  1969.3 0.4735601E-01 0.3590757E-01  6.765314      7.046667    
  1969.4 0.4890039E-01 0.3581941E-01  6.759021      7.317667    
  1970.1 0.5611962E-01 0.4159508E-01  6.145985      7.262667    
  1970.2 0.5494404E-01 0.4746577E-01  6.194320      6.752333    
  1970.3 0.5159495E-01 0.5169088E-01  7.354708      6.374667    
  1970.4 0.4417616E-01 0.5802797E-01  8.304991      5.358333    
  1971.1 0.3872030E-01 0.5914467E-01  8.628977      3.863333    
  1971.2 0.3619671E-01 0.5907857E-01  8.833688      4.206000    
  1971.3 0.3458772E-01 0.5983336E-01  9.293082      5.050333    
  1971.4 0.3483411E-01 0.5954344E-01  9.977228      4.234333    
  1972.1 0.3832476E-01 0.5768041E-01  9.915127      3.435333    
  1972.2 0.4450990E-01 0.5658509E-01  9.421296      3.748333    
  1972.3 0.5159094E-01 0.5584112E-01  8.281658      4.241333    
  1972.4 0.5381035E-01 0.5304486E-01  8.004500      4.851333    
  1973.1 0.5833948E-01 0.4950510E-01  7.368839      5.639667    
  1973.2 0.6185860E-01 0.4889844E-01  7.221444      6.608333    
  1973.3 0.6942646E-01 0.4793204E-01  7.083465      8.388333    
  1973.4 0.7158671E-01 0.4769321E-01  7.234433      7.461667    
  1974.1 0.7287433E-01 0.5085049E-01  7.284871      7.600333    
  1974.2 0.7126184E-01 0.5161500E-01  6.671116      8.268000    
  1974.3 0.7182612E-01 0.5583721E-01  6.467561      8.286333    
  1974.4 0.7226859E-01 0.6556479E-01  5.619587      7.336000    
  1975.1 0.7464910E-01 0.8217515E-01  5.333253      5.873333    
  1975.2 0.7101705E-01 0.8828988E-01  6.085358      5.400667    
  1975.3 0.6617869E-01 0.8467753E-01  7.811262      6.336667    
  1975.4 0.5988547E-01 0.8259670E-01  8.376190      5.684333    
  1976.1 0.5862676E-01 0.7723461E-01  8.065519      4.953333    
  1976.2 0.5905067E-01 0.7526804E-01  7.574100      5.168667    
  1976.3 0.5982199E-01 0.7700112E-01  7.883537      5.168667    
  1976.4 0.5792362E-01 0.7733424E-01  8.438454      4.698000    
  1977.1 0.5828939E-01 0.7493048E-01  8.284222      4.624000    
  1977.2 0.5782135E-01 0.7104693E-01  8.314395      4.828667    
  1977.3 0.6076113E-01 0.6864221E-01  8.232234      5.472000    
  1977.4 0.6061315E-01 0.6612385E-01  8.485572      6.137000    
  1978.1 0.5670651E-01 0.6326666E-01  8.899331      6.408000    
  1978.2 0.5497501E-01 0.5999476E-01  9.183264      6.481000    
  1978.3 0.5365598E-01 0.6021465E-01  9.413484      7.315333    
  1978.4 0.5289734E-01 0.5883992E-01  9.697712      8.680333    
  1979.1 0.5060315E-01 0.5877879E-01  9.727181      9.357667    
  1979.2 0.4904935E-01 0.5714052E-01  9.158709      9.372333    
  1979.3 0.4939959E-01 0.5868435E-01  9.458931      9.631333    
  1979.4 0.4999528E-01 0.5940129E-01  12.68084      11.80367    
  1980.1 0.5018220E-01 0.6296949E-01  11.00543      13.45867    
  1980.2 0.4945348E-01 0.7323656E-01  6.172204      10.04933    
  1980.3 0.5151786E-01 0.7680771E-01  7.337904      9.235333    
  1980.4 0.5469236E-01 0.7398623E-01  13.15178      13.70967    
  1981.1 0.5726500E-01 0.7426606E-01  10.91193      14.36900    
  1981.2 0.5956757E-01 0.7398937E-01  10.29255      14.82900    
  1981.3 0.6312806E-01 0.7417361E-01  9.869400      15.08733    
  1981.4 0.6787442E-01 0.8241053E-01  10.52951      12.02267    
  1982.1 0.6815127E-01 0.8843563E-01  12.32242      12.89500    
  1982.2 0.6737932E-01 0.9425762E-01  13.23157      12.35900    
  1982.3 0.6854245E-01 0.9942961E-01  12.90108      9.705333    
  1982.4 0.6976072E-01 0.1067659      12.72456      7.935000    
  1983.1 0.6920892E-01 0.1039701      12.59561      8.081333    
  1983.2 0.7160540E-01 0.1010214      12.35020      8.420667    
  1983.3 0.7054022E-01 0.9360138E-01  12.97574      9.186667    
  1983.4 0.7061192E-01 0.8541760E-01  11.15383      8.793333    
  1984.1 0.7079301E-01 0.7871758E-01  10.80046      9.133333    
  1984.2 0.6945381E-01 0.7478733E-01  11.37271      9.843333    
  1984.3 0.6525655E-01 0.7451999E-01  11.74350      10.34333    
  1984.4 0.5901455E-01 0.7283015E-01  11.77429      8.973333    
  1985.1 0.5451167E-01 0.7279936E-01  12.18671      8.183333    
  1985.2 0.4857812E-01 0.7288834E-01  12.47429      7.523333    
  1985.3 0.4617442E-01 0.7210537E-01  12.28058      7.103333    
  1985.4 0.4370738E-01 0.7054201E-01  11.71629      7.146667    
  1986.1 0.4283168E-01 0.7015712E-01  11.18434      6.886667    
  1986.2 0.3784729E-01 0.7180384E-01  11.22769      6.130000    
  1986.3 0.3558935E-01 0.6991001E-01  12.71195      5.533333    
  1986.4 0.3168699E-01 0.6835172E-01  14.19842      5.340000    
  1987.1 0.3284830E-01 0.6620689E-01  13.92413      5.533333    
  1987.2 0.3590051E-01 0.6280795E-01  11.94738      5.733333    
  1987.3 0.4189884E-01 0.6014193E-01  10.51454      6.033333    
  1987.4 0.4790868E-01 0.5868976E-01  8.790328      6.003333    
  1988.1 0.5323350E-01 0.5727587E-01  7.701537      5.760000    
  1988.2 0.5840269E-01 0.5487146E-01  7.177345      6.230000    
  1988.3 0.5952395E-01 0.5492451E-01  6.620725      6.993333    
  1988.4 0.5595452E-01 0.5350265E-01  5.964552      7.703333    
  1989.1 0.5434642E-01 0.5215423E-01  5.707586      8.533333    
  1989.2 0.4835781E-01 0.5244464E-01  5.874511      8.440000    
  1989.3 0.4419885E-01 0.5277223E-01  6.892874      7.850000    
  1989.4 0.3795590E-01 0.5373561E-01  8.350755      7.633333    
  1990.1 0.3373916E-01 0.5300361E-01  8.005520      7.756667    
  1990.2 0.3294411E-01 0.5337414E-01  7.193318      7.766667    
  1990.3 0.3965180E-01 0.5687498E-01  6.651826      7.493333    
  1990.4 0.4529065E-01 0.6113686E-01  6.421486      7.023333    
  1991.1 0.4937983E-01 0.6574073E-01  6.580189      6.053333    
  1991.2 0.5066128E-01 0.6823443E-01  6.679022      5.593333    
  1991.3 0.5343099E-01 0.6853392E-01  5.765372      5.406667    
  1991.4 0.6083889E-01 0.7096660E-01  4.410415      4.583333    
  1992.1 0.6607585E-01 0.7379080E-01  3.406085      3.910000    
  1992.2 0.6761269E-01 0.7594573E-01  3.356304      3.723333    
  1992.3 0.6485018E-01 0.7626478E-01  3.599508      3.130000    
  1992.4 0.6399015E-01 0.7406133E-01  3.702818      3.076667    
  1993.1 0.5998221E-01 0.7149713E-01  4.652364      2.993333    
  1993.2 0.5882153E-01 0.7068857E-01  5.212652      2.983333    
  1993.3 0.6356373E-01 0.6799552E-01  5.297179      3.020000    
  1993.4 0.6575843E-01 0.6619143E-01  4.079724      3.080000    
  1994.1 0.6929863E-01 0.6555817E-01  2.700343      3.250000    
  1994.2 0.7065342E-01 0.6165512E-01  2.203943      4.036667    
  1994.3 0.6921938E-01 0.6001291E-01  2.169410      4.510000    
  1994.4 0.6938464E-01 0.5619378E-01  1.613302      5.283333    
  1995.1 0.6980483E-01 0.5477964E-01 0.6159241      5.780000    
  1995.2 0.6484576E-01 0.5674622E-01  1.130232      5.623333    
  1995.3 0.5791556E-01 0.5658385E-01  2.399622      5.380000    
  1995.4 0.6021554E-01 0.5572015E-01 0.2214003      5.270000    
  1996.1 0.6326297E-01 0.5545427E-01  0.000000      4.950000    
  1996.2 0.6708469E-01 0.5470120E-01 0.2449954      5.040000    
  1996.3 0.6924697E-01 0.5259294E-01  0.000000      5.136667    
  1996.4 0.7126246E-01 0.5310254E-01  0.000000      4.970000    
  1997.1 0.7394976E-01 0.5223738E-01  0.000000      5.063333    
  1997.2 0.7189922E-01 0.4974959E-01  0.000000      5.073333    
  1997.3 0.7100609E-01 0.4858023E-01 0.9513259      5.056667    
  1997.4 0.6780531E-01 0.4680572E-01  2.297132      5.086667    
  1998.1 0.6550645E-01 0.4637954E-01  2.698493      5.053333    
  1998.2 0.6824620E-01 0.4414228E-01 0.2599416      4.976667    
  1998.3 0.5880501E-01 0.4528502E-01  0.000000      4.823333    
  1998.4 0.4779178E-01 0.4429607E-01  2.827685      4.253333    
  1999.1 0.3510890E-01 0.4284456E-01  4.869181      4.406667    
  1999.2 0.2926717E-01 0.4248440E-01  5.438661      4.453333    
  1999.3 0.2469459E-01 0.4243400E-01  5.432116      4.650000    
  1999.4 0.2357751E-01 0.4077788E-01  5.351906      5.043333    
  2000.1 0.1860644E-01 0.4048765E-01  7.404398      5.520000    
  2000.2 0.2337571E-01 0.3947782E-01  8.062235      5.713333    
  2000.3 0.2762415E-01 0.4030117E-01  7.348619      6.016667    
  2000.4 0.3045654E-01 0.3918419E-01  6.927920      6.016667    
  2001.1 0.3062449E-01 0.4230321E-01  7.800876      4.816667    
  2001.2 0.3290531E-01 0.4411448E-01  8.571731      3.660000    
  2001.3 0.3712990E-01 0.4819249E-01  8.330077      3.170000    
  2001.4 0.3938019E-01 0.5537421E-01  7.811894      1.906667    
  2002.1 0.4063661E-01 0.5705425E-01  7.624274      1.820000    
  2002.2 0.4351560E-01 0.5845793E-01  6.665169      1.716667    
  2002.3 0.4867824E-01 0.5732000E-01  6.223624      1.643333    
  2002.4 0.4969067E-01 0.5851777E-01  6.595374      1.333333    
  2003.1 0.5156758E-01 0.5873963E-01  6.660977      1.156667    
  2003.2 0.5298951E-01 0.6152488E-01  6.082151      1.043333    
  2003.3 0.5436974E-01 0.6107130E-01  5.647590     0.9300000    
  2003.4 0.5328233E-01 0.5820932E-01  5.655113     0.9166667    
  2004.1 0.5195893E-01 0.5687648E-01  5.488362     0.9166667    
  2004.2 0.4930306E-01 0.5595400E-01  5.431817      1.076667    
  2004.3 0.4242340E-01 0.5440757E-01  5.745906      1.486667    
  2004.4 0.4245028E-01 0.5396538E-01  5.318351      2.006667    
  2005.1 0.4381861E-01 0.5292068E-01  5.405317      2.536667    
  2005.2 0.4358331E-01 0.5115378E-01  5.739835      2.863333    
  2005.3 0.4310813E-01 0.4975337E-01  5.982854      3.360000    
  2005.4 0.4086023E-01 0.4964352E-01  5.983764      3.826667    
  2006.1 0.3968206E-01 0.4731667E-01  6.443727      4.393333    
  2006.2 0.3701025E-01 0.4666969E-01  7.090203      4.703333    
  2006.3 0.3893542E-01 0.4655398E-01  7.556896      4.906667    
  2006.4 0.3651760E-01 0.4466963E-01  6.347977      4.903333    
  2007.1 0.3916223E-01 0.4536088E-01  6.157202      4.983333    
  2007.2 0.4081901E-01 0.4507805E-01  7.206666      4.736667    
  2007.3 0.4447652E-01 0.4670151E-01  7.473925      4.303333    
  2007.4 0.4366839E-01 0.4813029E-01  7.842907      3.390000    
  2008.1 0.4951676E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5517458E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6302617E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.7281140E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7955171E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8664970E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9061585E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9156795E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9495553E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9151811E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.8836145E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9194182E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9053896E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.8808027E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.8972087E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8773616E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8918298E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9001339E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9188299E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9597275E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9446306E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9528791E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9364611E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9006376E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8708448E-01 0.7353172E-01 0.3327287     0.2222305    
  2014.2 0.8395105E-01 0.7371212E-01 0.5135926     0.2267692    
  2014.3 0.8476138E-01 0.7344075E-01 0.3758638     0.2727381    
  2014.4 0.8358372E-01 0.7270034E-01  0.000000     0.3896289    
  2015.1 0.8608375E-01 0.7163268E-01  0.000000     0.5446822    
  2015.2 0.8400287E-01 0.7041296E-01 0.4713554     0.7056998    
  2015.3 0.8084832E-01 0.6919799E-01  1.470410     0.8622789    
  2015.4 0.7839451E-01 0.6810526E-01  1.639032      1.011500    
  2016.1 0.7972600E-01 0.6720077E-01 0.1845508      1.148466    
  2016.2 0.8012766E-01 0.6650839E-01  0.000000      1.268463    
  2016.3 0.8203301E-01 0.6602361E-01  0.000000      1.370028    
  2016.4 0.8670415E-01 0.6572500E-01  0.000000      1.454232    
  2017.1 0.8541383E-01 0.6557762E-01  0.000000      1.523254    
  2017.2 0.8383805E-01 0.6554472E-01  0.000000      1.579320    
  2017.3 0.8300011E-01 0.6559437E-01  0.000000      1.624370    
  2017.4 0.8184860E-01 0.6569973E-01 0.5625206E-01  1.660170    
  2018.1 0.8027879E-01 0.6583532E-01  0.000000      1.688692    
  2018.2 0.8179662E-01 0.6598118E-01  0.000000      1.711782    
  2018.3 0.8710513E-01 0.6612472E-01  0.000000      1.730742    
  2018.4 0.9172707E-01 0.6625905E-01  0.000000      1.746369    
  2019.1 0.9149970E-01 0.6637441E-01  0.000000      1.759767    
  2019.2 0.8987804E-01 0.6646188E-01 0.2471463      1.772234    
  2019.3 0.8538987E-01 0.6651811E-01 0.7782881      1.784603    
  2019.4 0.8293745E-01 0.6654506E-01  1.100735      1.797049    
  2020.1 0.7822817E-01 0.6654177E-01  2.037337      1.809908    
  2020.2 0.7947643E-01 0.6650849E-01  2.727095      1.823601    
  2020.3 0.8364751E-01 0.6644969E-01  3.016041      1.838160    
  2020.4 0.8490567E-01 0.6637212E-01  1.806803      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.391100450886E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     134 IER= 4 F=  0.370499651013E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.70459368490E-08 -0.14699131364E-09 -0.96131204330E-09

X VALUES

  0.53398744595E+00  0.99250928771E+00 -0.30965857160E-01

MEAN OF DEPENDENT VARIABLE   749999.229828860

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.533987446       0.021676495   24.63440
  2       1.100000000       0.992509288       0.071545160   13.87249
  3      -0.100000000      -0.030965857       0.069856885   -0.44328

SE of equation          =      0.013476553
Sum of squared residuals =  0.370499651E-01   0.600321758E-01
Sum of ABS residuals     =   1.04614052    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99925

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.204233285713E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     136 IER= 4 F=  0.132089631310E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.45813034918E-07 -0.13515520393E-06 -0.10423606068E-06

X VALUES

  0.59632082839E+00  0.91424316764E+00  0.17262617578E-01

MEAN OF DEPENDENT VARIABLE   749999.222549110

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.596320828       0.014726425   40.49325
  2       1.100000000       0.914243168       0.070225171   13.01874
  3      -0.100000000       0.017262618       0.065513068    0.26350

SE of equation          =      0.008046727
Sum of squared residuals =  0.132089631E-01  -0.180118450    
Sum of ABS residuals     =  0.603809653    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99791

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.617701586274E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      90 IER= 4 F=  0.555419441420E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.14977018076E-04  0.73406398428E-05  0.60721434059E-05

X VALUES

  0.50065824864E+00  0.11384386263E+01 -0.22732535750E+00

MEAN OF DEPENDENT VARIABLE   749999.261712270

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.500658249       0.030286450   16.53077
  2       1.100000000       1.138438626       0.070220302   16.21239
  3      -0.100000000      -0.227325358       0.067954303   -3.34527

SE of equation          =      0.017008261
Sum of squared residuals =  0.555419441E-01   0.249643765    
Sum of ABS residuals     =   1.25615610    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98860

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.448099390046E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     116 IER= 4 F=  0.335058746025E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.10034167883E-07  0.81411758135E-07  0.82784944448E-07

X VALUES

  0.46929760848E+00  0.14611796529E+01 -0.48641776120E+00

MEAN OF DEPENDENT VARIABLE   749999.220239612

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.469297608       0.009270025   50.62528
  2       1.100000000       1.461179653       0.061878180   23.61381
  3      -0.100000000      -0.486417761       0.060770586   -8.00416

SE of equation          =      0.012815790
Sum of squared residuals =  0.335058746E-01  -0.395958035    
Sum of ABS residuals     =   1.09737838    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99021

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.429088471529E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.428985379176E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.14720542297E-04 -0.18035090586E-05 -0.23135638728E-05

X VALUES

  0.49887960131E+00  0.12902044379E+01 -0.32160620776E+00

MEAN OF DEPENDENT VARIABLE   749999.292286420

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.498879601       0.366729301    1.36035
  2       1.100000000       1.290204438       2.408632152    0.53566
  3      -0.100000000      -0.321606208       2.299102685   -0.13988

SE of equation          =      0.458570551
Sum of squared residuals =   42.8985379        7.25135375    
Sum of ABS residuals     =   8.52764524    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96614

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.141395311165E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.139444208243E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.66626833764E-06 -0.73781517131E-05 -0.56658795231E-05

X VALUES

  0.38941671395E+00  0.87085957170E+00 -0.52468413457E-01

MEAN OF DEPENDENT VARIABLE   749999.236298418

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.389416714       0.134711430    2.89075
  2       1.100000000       0.870859572       0.258284664    3.37170
  3      -0.100000000      -0.052468413       0.243625820   -0.21536

SE of equation          =      0.082677085
Sum of squared residuals =   1.39444208        1.91575088    
Sum of ABS residuals     =   3.73792617    
R squared                =    1.00000
Durbin-Watson statistic  =    1.90740

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.923570280791E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      91 IER= 4 F=  0.784635560465E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.21456042229E-07  0.11358760137E-04  0.12060016663E-04

X VALUES

  0.93586900573E+00  0.11579799023E+01 -0.18923189241E+00

MEAN OF DEPENDENT VARIABLE   749999.313755773

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.935869006       0.091413022   10.23781
  2       1.100000000       1.157979902       0.082043646   14.11419
  3      -0.100000000      -0.189231892       0.081609084   -2.31876

SE of equation          =      0.069169091
Sum of squared residuals =  0.784635560        1.04496011    
Sum of ABS residuals     =   5.30696976    
R squared                =    1.00000
Durbin-Watson statistic  =    1.87328

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.499611251646E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.457180404832E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.60185535671E-07 -0.11329420516E-06 -0.89150970323E-07

X VALUES

  0.57909184573E+00  0.99404108159E+00 -0.26625449261E+00

MEAN OF DEPENDENT VARIABLE   749999.266967257

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.579091846       0.057108581   10.14019
  2       1.100000000       0.994041082       0.111162722    8.94222
  3      -0.100000000      -0.266254493       0.111082983   -2.39690

SE of equation          =      0.047340051
Sum of squared residuals =  0.457180405        1.52398411    
Sum of ABS residuals     =   4.08707683    
R squared                =    1.00000
Durbin-Watson statistic  =    1.74037

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.500298719353E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.413623171094E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.93624027072E-07  0.92023809402E-06  0.73930244437E-06

X VALUES

  0.83390313637E+00  0.68341729886E+00  0.22717604124E+00

MEAN OF DEPENDENT VARIABLE   749999.286877755

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.833903136       0.084594230    9.85768
  2       1.100000000       0.683417299       0.079396633    8.60764
  3      -0.100000000       0.227176041       0.079945409    2.84164

SE of equation          =      0.050220439
Sum of squared residuals =  0.413623171        1.27612050    
Sum of ABS residuals     =   3.51184731    
R squared                =    1.00000
Durbin-Watson statistic  =    1.86409

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.416280089637E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.393318849460E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.54044219796E-05 -0.49945413761E-05 -0.15566840037E-05

X VALUES

  0.27258006039E+00  0.87680957491E+00  0.95564738333E-01

MEAN OF DEPENDENT VARIABLE   749999.293884677

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.272580060       0.106313588    2.56392
  2       1.100000000       0.876809575       0.104732036    8.37193
  3      -0.100000000       0.095564738       0.107317570    0.89049

SE of equation          =      0.050212296
Sum of squared residuals =  0.393318849        1.56133262    
Sum of ABS residuals     =   3.11095859    
R squared                =    1.00000
Durbin-Watson statistic  =    1.78531

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.582780672609E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     106 IER= 4 F=  0.436545737398E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.19164399416E-04  0.78755951557E-05 -0.97867579295E-06

X VALUES

  0.51270480150E+00  0.89716963814E+00 -0.60504502562E+00

MEAN OF DEPENDENT VARIABLE   749999.268633353

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.512704802       0.033131943   15.47464
  2       1.100000000       0.897169638       0.098076394    9.14766
  3      -0.100000000      -0.605045026       0.094308108   -6.41562

SE of equation          =      0.046259378
Sum of squared residuals =  0.436545737        1.59490360    
Sum of ABS residuals     =   4.10765717    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68496

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.102996392289E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.955838698912E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.87517830960E-12 -0.58886898851E-12

X VALUES

  0.12685678021E+01 -0.35350276747E+00

MEAN OF DEPENDENT VARIABLE   749999.241766168

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.268567802       0.121058735   10.47894
  2      -0.100000000      -0.353502767       0.119318351   -2.96269

SE of equation          =      0.028705381
Sum of squared residuals =  0.955838699E-01   0.666237358    
Sum of ABS residuals     =   1.43517191    
R squared                =    1.00000
Durbin-Watson statistic  =    1.29556

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.313333223998E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.293606448364E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.28077658254E-10 -0.30627708689E-10

X VALUES

  0.11664640594E+01 -0.27186730712E+00

MEAN OF DEPENDENT VARIABLE   749999.210201056

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.166464059       0.094156694   12.38854
  2      -0.100000000      -0.271867307       0.090765918   -2.99526

SE of equation          =      0.037937413
Sum of squared residuals =  0.293606448        1.07370893    
Sum of ABS residuals     =   3.41818676    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72817

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5266883E-01 0.5234225E-01 0.3978245      1.083667    
  1954.2 0.6264403E-01 0.5783462E-01  0.000000     0.8143333    
  1954.3 0.6647693E-01 0.5970489E-01  0.000000     0.8696667    
  1954.4 0.6905510E-01 0.5361334E-01  0.000000      1.036333    
  1955.1 0.7093191E-01 0.4710636E-01  0.000000      1.256333    
  1955.2 0.7353110E-01 0.4380454E-01  0.000000      1.614333    
  1955.3 0.7323114E-01 0.4109694E-01  0.000000      1.861333    
  1955.4 0.6999150E-01 0.4208878E-01 0.2642533      2.349333    
  1956.1 0.6914030E-01 0.4031458E-01 0.7525559      2.379333    
  1956.2 0.6912614E-01 0.4190614E-01  1.196365      2.596667    
  1956.3 0.6839902E-01 0.4128671E-01  2.503295      2.596667    
  1956.4 0.6608722E-01 0.4100540E-01  1.432659      3.063667    
  1957.1 0.6125771E-01 0.3946671E-01 0.5037264      3.171667    
  1957.2 0.5997406E-01 0.4062513E-01  1.015241      3.157000    
  1957.3 0.5657108E-01 0.4207225E-01  1.822059      3.382333    
  1957.4 0.5267903E-01 0.4923487E-01  2.022756      3.343333    
  1958.1 0.4503394E-01 0.6275076E-01  2.431564      1.838000    
  1958.2 0.3706345E-01 0.7359928E-01  2.991677      1.017667    
  1958.3 0.3436148E-01 0.7309055E-01  3.730031      1.710667    
  1958.4 0.3158777E-01 0.6352766E-01  4.322339      2.787667    
  1959.1 0.2829668E-01 0.5798631E-01  4.979422      2.800333    
  1959.2 0.3144578E-01 0.5104500E-01  5.022502      3.019333    
  1959.3 0.5281832E-01 0.5287044E-01  3.560272      3.533000    
  1959.4 0.6650953E-01 0.5592834E-01  2.541377      4.299333    
  1960.1 0.7528115E-01 0.5159512E-01  2.067802      3.943000    
  1960.2 0.7926021E-01 0.5225835E-01  1.814111      3.092333    
  1960.3 0.7645796E-01 0.5549938E-01  2.842304      2.390333    
  1960.4 0.7243014E-01 0.6251647E-01  2.971600      2.360667    
  1961.1 0.7069498E-01 0.6773354E-01  2.239846      2.376667    
  1961.2 0.7054491E-01 0.6971717E-01  1.882115      2.324667    
  1961.3 0.7381394E-01 0.6749309E-01  1.691719      2.324667    
  1961.4 0.7141385E-01 0.6171891E-01  2.042299      2.475000    
  1962.1 0.6523505E-01 0.5614436E-01  2.907698      2.739000    
  1962.2 0.6116020E-01 0.5482584E-01  3.942260      2.716000    
  1962.3 0.6186619E-01 0.5539051E-01  4.691710      2.858000    
  1962.4 0.6050668E-01 0.5505923E-01  3.823187      2.803333    
  1963.1 0.5856824E-01 0.5779253E-01  2.842244      2.909000    
  1963.2 0.5954362E-01 0.5680856E-01  2.843866      2.941333    
  1963.3 0.5590043E-01 0.5493742E-01  3.358916      3.280667    
  1963.4 0.5257258E-01 0.5572673E-01  3.500724      3.499333    
  1964.1 0.4753686E-01 0.5457706E-01  3.361586      3.538000    
  1964.2 0.4356856E-01 0.5220257E-01  3.237673      3.481333    
  1964.3 0.4397932E-01 0.4989598E-01  3.693857      3.504000    
  1964.4 0.4260025E-01 0.4953597E-01  4.399904      3.685000    
  1965.1 0.4424892E-01 0.4871666E-01  4.958831      3.899667    
  1965.2 0.4852510E-01 0.4655354E-01  4.615498      3.879000    
  1965.3 0.4576729E-01 0.4351989E-01  5.568878      3.859667    
  1965.4 0.4482780E-01 0.4102298E-01  5.853989      4.158667    
  1966.1 0.4733283E-01 0.3848268E-01  5.502413      4.630667    
  1966.2 0.5290205E-01 0.3807639E-01  4.367942      4.597333    
  1966.3 0.5685257E-01 0.3750700E-01  3.472968      5.047667    
  1966.4 0.6123237E-01 0.3683286E-01  2.660463      5.246000    
  1967.1 0.5895330E-01 0.3809930E-01  2.869048      4.533667    
  1967.2 0.6126701E-01 0.3806934E-01  3.106239      3.657333    
  1967.3 0.6465039E-01 0.3784696E-01  3.166293      4.344667    
  1967.4 0.6685480E-01 0.3915978E-01  3.475896      4.787333    
  1968.1 0.6403197E-01 0.3728355E-01  3.305274      5.064667    
  1968.2 0.6026533E-01 0.3537721E-01  2.817416      5.510000    
  1968.3 0.5930745E-01 0.3510557E-01  3.091266      5.226333    
  1968.4 0.5813908E-01 0.3392130E-01  3.767963      5.580667    
  1969.1 0.5989144E-01 0.3376971E-01  3.641653      6.137667    
  1969.2 0.6474149E-01 0.3424592E-01  2.551966      6.240000    
  1969.3 0.6843075E-01 0.3590757E-01  1.660800      7.046667    
  1969.4 0.7300596E-01 0.3581941E-01 0.9708526      7.317667    
  1970.1 0.7701543E-01 0.4159508E-01  1.050848      7.262667    
  1970.2 0.7653656E-01 0.4746577E-01  1.489243      6.752333    
  1970.3 0.7831828E-01 0.5169088E-01  1.875323      6.374667    
  1970.4 0.7442799E-01 0.5802797E-01  1.112686      5.358333    
  1971.1 0.7609516E-01 0.5914467E-01 0.6383910      3.863333    
  1971.2 0.7711276E-01 0.5907857E-01 0.6391987      4.206000    
  1971.3 0.7514155E-01 0.5983336E-01 0.8034691      5.050333    
  1971.4 0.7200813E-01 0.5954344E-01 0.8963886      4.234333    
  1972.1 0.6773441E-01 0.5768041E-01  2.065657      3.435333    
  1972.2 0.6595860E-01 0.5658509E-01  3.346066      3.748333    
  1972.3 0.6371490E-01 0.5584112E-01  4.055174      4.241333    
  1972.4 0.5890753E-01 0.5304486E-01  4.770915      4.851333    
  1973.1 0.5540952E-01 0.4950510E-01  4.902240      5.639667    
  1973.2 0.5420799E-01 0.4889844E-01  5.288205      6.608333    
  1973.3 0.5885429E-01 0.4793204E-01  5.183028      8.388333    
  1973.4 0.6326434E-01 0.4769321E-01  4.820603      7.461667    
  1974.1 0.6485900E-01 0.5085049E-01  5.557657      7.600333    
  1974.2 0.6793340E-01 0.5161500E-01  6.389776      8.268000    
  1974.3 0.7481534E-01 0.5583721E-01  7.020347      8.286333    
  1974.4 0.7913703E-01 0.6556479E-01  5.723144      7.336000    
  1975.1 0.8155346E-01 0.8217515E-01  4.527819      5.873333    
  1975.2 0.8329994E-01 0.8828988E-01  4.711144      5.400667    
  1975.3 0.8670626E-01 0.8467753E-01  5.571900      6.336667    
  1975.4 0.8819811E-01 0.8259670E-01  6.077364      5.684333    
  1976.1 0.8618711E-01 0.7723461E-01  5.558435      4.953333    
  1976.2 0.8600570E-01 0.7526804E-01  5.232574      5.168667    
  1976.3 0.8408778E-01 0.7700112E-01  5.480431      5.168667    
  1976.4 0.8405389E-01 0.7733424E-01  5.522756      4.698000    
  1977.1 0.8363620E-01 0.7493048E-01  6.445272      4.624000    
  1977.2 0.8547924E-01 0.7104693E-01  6.620807      4.828667    
  1977.3 0.8547151E-01 0.6864221E-01  6.122928      5.472000    
  1977.4 0.8619241E-01 0.6612385E-01  6.022037      6.137000    
  1978.1 0.8782797E-01 0.6326666E-01  5.916509      6.408000    
  1978.2 0.8565917E-01 0.5999476E-01  5.634336      6.481000    
  1978.3 0.8731463E-01 0.6021465E-01  5.024739      7.315333    
  1978.4 0.8780702E-01 0.5883992E-01  3.820582      8.680333    
  1979.1 0.8802013E-01 0.5877879E-01  3.137476      9.357667    
  1979.2 0.8759463E-01 0.5714052E-01  2.479829      9.372333    
  1979.3 0.8788033E-01 0.5868435E-01  2.526091      9.631333    
  1979.4 0.9246048E-01 0.5940129E-01  4.349208      11.80367    
  1980.1 0.8915993E-01 0.6296949E-01  4.782675      13.45867    
  1980.2 0.8070796E-01 0.7323656E-01  5.650341      10.04933    
  1980.3 0.8074944E-01 0.7680771E-01  8.790560      9.235333    
  1980.4 0.7732947E-01 0.7398623E-01  12.14038      13.70967    
  1981.1 0.7665587E-01 0.7426606E-01  13.88766      14.36900    
  1981.2 0.8194110E-01 0.7398937E-01  16.26935      14.82900    
  1981.3 0.8985017E-01 0.7417361E-01  13.87933      15.08733    
  1981.4 0.9603783E-01 0.8241053E-01  13.80839      12.02267    
  1982.1 0.9826869E-01 0.8843563E-01  15.86973      12.89500    
  1982.2 0.1017926     0.9425762E-01  16.59285      12.35900    
  1982.3 0.1063821     0.9942961E-01  13.75571      9.705333    
  1982.4 0.1090744     0.1067659      11.64757      7.935000    
  1983.1 0.1073905     0.1039701      11.00855      8.081333    
  1983.2 0.1056565     0.1010214      10.65468      8.420667    
  1983.3 0.1020357     0.9360138E-01  10.01379      9.186667    
  1983.4 0.9707197E-01 0.8541760E-01  9.626750      8.793333    
  1984.1 0.9421115E-01 0.7871758E-01  8.477501      9.133333    
  1984.2 0.8892689E-01 0.7478733E-01  7.296785      9.843333    
  1984.3 0.8520787E-01 0.7451999E-01  6.983555      10.34333    
  1984.4 0.8389797E-01 0.7283015E-01  5.975621      8.973333    
  1985.1 0.7874814E-01 0.7279936E-01  5.444067      8.183333    
  1985.2 0.7351186E-01 0.7288834E-01  5.148511      7.523333    
  1985.3 0.7009807E-01 0.7210537E-01  5.172919      7.103333    
  1985.4 0.7104124E-01 0.7054201E-01  4.294306      7.146667    
  1986.1 0.6852743E-01 0.7015712E-01  4.505871      6.886667    
  1986.2 0.5932085E-01 0.7180384E-01  5.925818      6.130000    
  1986.3 0.5397552E-01 0.6991001E-01  7.536814      5.533333    
  1986.4 0.4571517E-01 0.6835172E-01  7.135238      5.340000    
  1987.1 0.4272465E-01 0.6620689E-01  7.834907      5.533333    
  1987.2 0.4378928E-01 0.6280795E-01  8.502012      5.733333    
  1987.3 0.5014458E-01 0.6014193E-01  8.948296      6.033333    
  1987.4 0.5280209E-01 0.5868976E-01  7.504771      6.003333    
  1988.1 0.5772397E-01 0.5727587E-01  7.167261      5.760000    
  1988.2 0.6058454E-01 0.5487146E-01  7.200199      6.230000    
  1988.3 0.6528480E-01 0.5492451E-01  6.334135      6.993333    
  1988.4 0.7111250E-01 0.5350265E-01  4.922929      7.703333    
  1989.1 0.7914778E-01 0.5215423E-01  4.487556      8.533333    
  1989.2 0.8274572E-01 0.5244464E-01  3.909204      8.440000    
  1989.3 0.8355484E-01 0.5277223E-01  2.420509      7.850000    
  1989.4 0.8713245E-01 0.5373561E-01  1.598112      7.633333    
  1990.1 0.8268859E-01 0.5300361E-01  1.473571      7.756667    
  1990.2 0.7870924E-01 0.5337414E-01  1.652374      7.766667    
  1990.3 0.8056720E-01 0.5687498E-01  1.120066      7.493333    
  1990.4 0.8227051E-01 0.6113686E-01 0.3607327      7.023333    
  1991.1 0.7914468E-01 0.6574073E-01  0.000000      6.053333    
  1991.2 0.7510030E-01 0.6823443E-01 0.6736450      5.593333    
  1991.3 0.6998770E-01 0.6853392E-01  1.323789      5.406667    
  1991.4 0.6817304E-01 0.7096660E-01  1.357115      4.583333    
  1992.1 0.7126893E-01 0.7379080E-01  1.541388      3.910000    
  1992.2 0.6832619E-01 0.7594573E-01  2.280237      3.723333    
  1992.3 0.5968016E-01 0.7626478E-01  3.203197      3.130000    
  1992.4 0.5846149E-01 0.7406133E-01  2.555990      3.076667    
  1993.1 0.5768874E-01 0.7149713E-01  2.988142      2.993333    
  1993.2 0.6133986E-01 0.7068857E-01  3.613278      2.983333    
  1993.3 0.6979261E-01 0.6799552E-01  3.726858      3.020000    
  1993.4 0.7540211E-01 0.6619143E-01  2.301581      3.080000    
  1994.1 0.8180957E-01 0.6555817E-01  1.148443      3.250000    
  1994.2 0.8303031E-01 0.6165512E-01  1.487479      4.036667    
  1994.3 0.8471680E-01 0.6001291E-01  1.837527      4.510000    
  1994.4 0.8349609E-01 0.5619378E-01  2.341885      5.283333    
  1995.1 0.8287516E-01 0.5477964E-01  1.764600      5.780000    
  1995.2 0.8156215E-01 0.5674622E-01  1.557192      5.623333    
  1995.3 0.8183331E-01 0.5658385E-01  1.987471      5.380000    
  1995.4 0.8231293E-01 0.5572015E-01  2.719078      5.270000    
  1996.1 0.8174897E-01 0.5545427E-01  3.487743      4.950000    
  1996.2 0.8160459E-01 0.5470120E-01  3.609424      5.040000    
  1996.3 0.8434395E-01 0.5259294E-01  2.440170      5.136667    
  1996.4 0.8940566E-01 0.5310254E-01  1.256257      4.970000    
  1997.1 0.9419329E-01 0.5223738E-01 0.4113183      5.063333    
  1997.2 0.9430293E-01 0.4974959E-01 0.2267707      5.073333    
  1997.3 0.9031160E-01 0.4858023E-01 0.7223586      5.056667    
  1997.4 0.8710267E-01 0.4680572E-01 0.9624587      5.086667    
  1998.1 0.8076430E-01 0.4637954E-01  1.175936      5.053333    
  1998.2 0.7367780E-01 0.4414228E-01  1.955098      4.976667    
  1998.3 0.6923292E-01 0.4528502E-01  2.992958      4.823333    
  1998.4 0.6629523E-01 0.4429607E-01  4.008191      4.253333    
  1999.1 0.6355023E-01 0.4284456E-01  4.029518      4.406667    
  1999.2 0.6261642E-01 0.4248440E-01  3.716341      4.453333    
  1999.3 0.6102880E-01 0.4243400E-01  3.669005      4.650000    
  1999.4 0.6271042E-01 0.4077788E-01  3.161550      5.043333    
  2000.1 0.5841295E-01 0.4048765E-01  3.445994      5.520000    
  2000.2 0.5822371E-01 0.3947782E-01  3.783819      5.713333    
  2000.3 0.6146167E-01 0.4030117E-01  3.458181      6.016667    
  2000.4 0.6518731E-01 0.3918419E-01  3.001814      6.016667    
  2001.1 0.6558546E-01 0.4230321E-01  3.125931      4.816667    
  2001.2 0.6403701E-01 0.4411448E-01  3.477674      3.660000    
  2001.3 0.6596871E-01 0.4819249E-01  4.300976      3.170000    
  2001.4 0.6664739E-01 0.5537421E-01  5.388357      1.906667    
  2002.1 0.6263601E-01 0.5705425E-01  6.313241      1.820000    
  2002.2 0.6342991E-01 0.5845793E-01  6.319054      1.716667    
  2002.3 0.6885626E-01 0.5732000E-01  6.162485      1.643333    
  2002.4 0.7131573E-01 0.5851777E-01  5.068583      1.333333    
  2003.1 0.7199004E-01 0.5873963E-01  4.057821      1.156667    
  2003.2 0.7252835E-01 0.6152488E-01  3.838152      1.043333    
  2003.3 0.7292422E-01 0.6107130E-01  3.949202     0.9300000    
  2003.4 0.7385102E-01 0.5820932E-01  3.694989     0.9166667    
  2004.1 0.7417096E-01 0.5687648E-01  3.386451     0.9166667    
  2004.2 0.7256964E-01 0.5595400E-01  2.963500      1.076667    
  2004.3 0.6785092E-01 0.5440757E-01  3.238150      1.486667    
  2004.4 0.6496777E-01 0.5396538E-01  3.728315      2.006667    
  2005.1 0.6245589E-01 0.5292068E-01  4.437551      2.536667    
  2005.2 0.5992465E-01 0.5115378E-01  4.794692      2.863333    
  2005.3 0.5500142E-01 0.4975337E-01  5.843753      3.360000    
  2005.4 0.5206656E-01 0.4964352E-01  5.590307      3.826667    
  2006.1 0.5097622E-01 0.4731667E-01  5.381596      4.393333    
  2006.2 0.5267240E-01 0.4666969E-01  4.921360      4.703333    
  2006.3 0.5569516E-01 0.4655398E-01  4.686832      4.906667    
  2006.4 0.5654764E-01 0.4466963E-01  4.574895      4.903333    
  2007.1 0.5989947E-01 0.4536088E-01  3.641712      4.983333    
  2007.2 0.6203655E-01 0.4507805E-01  2.191991      4.736667    
  2007.3 0.6499178E-01 0.4670151E-01  1.436356      4.303333    
  2007.4 0.7017507E-01 0.4813029E-01 0.2962002      3.390000    
  2008.1 0.6816681E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.6808599E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6974073E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.7326301E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8288482E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9327230E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9827961E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.1001811     0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1009692     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1001509     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1049904     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1067993     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1024943     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1006677     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9835067E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9862792E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9665555E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9607047E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9390943E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9579652E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1026338     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1085284     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1115809     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1110786     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1137625     0.7353172E-01  0.000000     0.2222305    
  2014.2 0.1116934     0.7371212E-01  0.000000     0.2267692    
  2014.3 0.1075915     0.7344075E-01 0.7073295     0.2727381    
  2014.4 0.1048646     0.7270034E-01 0.7569361     0.3896289    
  2015.1 0.1007109     0.7163268E-01  1.375705     0.5446822    
  2015.2 0.9786213E-01 0.7041296E-01  1.865674     0.7056998    
  2015.3 0.9444810E-01 0.6919799E-01  1.997098     0.8622789    
  2015.4 0.9019724E-01 0.6810526E-01  2.129701      1.011500    
  2016.1 0.9262650E-01 0.6720077E-01  1.734415      1.148466    
  2016.2 0.9096151E-01 0.6650839E-01  1.757238      1.268463    
  2016.3 0.8835174E-01 0.6602361E-01  2.601537      1.370028    
  2016.4 0.8740522E-01 0.6572500E-01  2.639955      1.454232    
  2017.1 0.8920386E-01 0.6557762E-01  2.055005      1.523254    
  2017.2 0.8987662E-01 0.6554472E-01  1.234137      1.579320    
  2017.3 0.9381237E-01 0.6559437E-01 0.5934637      1.624370    
  2017.4 0.9641768E-01 0.6569973E-01  0.000000      1.660170    
  2018.1 0.9714309E-01 0.6583532E-01 0.3849271E-01  1.688692    
  2018.2 0.9588873E-01 0.6598118E-01  0.000000      1.711782    
  2018.3 0.9766022E-01 0.6612472E-01  0.000000      1.730742    
  2018.4 0.9798834E-01 0.6625905E-01  0.000000      1.746369    
  2019.1 0.9316634E-01 0.6637441E-01  0.000000      1.759767    
  2019.2 0.8880109E-01 0.6646188E-01 0.4213879      1.772234    
  2019.3 0.8311185E-01 0.6651811E-01  1.092726      1.784603    
  2019.4 0.8028503E-01 0.6654506E-01  1.440704      1.797049    
  2020.1 0.7997402E-01 0.6654177E-01  1.007125      1.809908    
  2020.2 0.7714036E-01 0.6650849E-01  1.378539      1.823601    
  2020.3 0.7193417E-01 0.6644969E-01  2.304876      1.838160    
  2020.4 0.7676933E-01 0.6637212E-01 0.1205136      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.292268079893E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.279787978231E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.44260097905E-08 -0.16063092890E-06 -0.16630046215E-06

X VALUES

  0.49613535129E+00  0.10752170077E+01 -0.12992195503E+00

MEAN OF DEPENDENT VARIABLE   749999.226154181

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.496135351       0.018715198   26.50976
  2       1.100000000       1.075217008       0.070795057   15.18774
  3      -0.100000000      -0.129921955       0.068816232   -1.88796

SE of equation          =      0.011711147
Sum of squared residuals =  0.279787978E-01   0.488343128E-01
Sum of ABS residuals     =  0.766568452    
R squared                =    1.00000
Durbin-Watson statistic  =    2.00000

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.206739532768E-01

TERMINATION. ITERS=    9 FUNCTION EVALS=     154 IER= 4 F=  0.126994658597E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.63672777135E-09  0.26717473948E-08  0.31736765993E-08

X VALUES

  0.59135225447E+00  0.91845801552E+00 -0.97787906159E-02

MEAN OF DEPENDENT VARIABLE   749999.232889030

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.591352254       0.017747759   33.31983
  2       1.100000000       0.918458016       0.072251488   12.71196
  3      -0.100000000      -0.009778791       0.065808577   -0.14859

SE of equation          =      0.007890012
Sum of squared residuals =  0.126994659E-01  -0.350534627E-01
Sum of ABS residuals     =  0.634279730    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97812

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.670516331521E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 4 F=  0.502807544946E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.77412488582E-05  0.30024892331E-04  0.31219103844E-04

X VALUES

  0.28865402799E+00  0.11460169157E+01 -0.23438428037E+00

MEAN OF DEPENDENT VARIABLE   749999.269504687

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.288654028       0.034309500    8.41324
  2       1.100000000       1.146016916       0.070298591   16.30213
  3      -0.100000000      -0.234384280       0.068748006   -3.40932

SE of equation          =      0.016182674
Sum of squared residuals =  0.502807545E-01   0.245820093    
Sum of ABS residuals     =   1.17417333    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99935

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.400685762384E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 4 F=  0.375768403518E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.14700110889E-06 -0.16387267176E-04 -0.16922196594E-04

X VALUES

  0.56337403484E+00  0.11461066557E+01 -0.15788195838E+00

MEAN OF DEPENDENT VARIABLE   749999.286937750

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.563374035       0.022315820   25.24550
  2       1.100000000       1.146106656       0.069445145   16.50377
  3      -0.100000000      -0.157881958       0.068728224   -2.29719

SE of equation          =      0.013572037
Sum of squared residuals =  0.375768404E-01   0.786493541E-01
Sum of ABS residuals     =   1.17853224    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99957

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.432420209209E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     106 IER= 3 F=  0.432241386429E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.22032435089E-07  0.14718170894E-06  0.20674090950E-06

X VALUES

  0.56114739712E+00  0.86342636734E+00  0.64785100354E-01

MEAN OF DEPENDENT VARIABLE   749999.273220270

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.561147397       0.502113671    1.11757
  2       1.100000000       0.863426367       2.493471911    0.34627
  3      -0.100000000       0.064785100       2.335744774    0.02774

SE of equation          =      0.460307541
Sum of squared residuals =   43.2241386        7.74800842    
Sum of ABS residuals     =   8.82387342    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96594

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.236525189191E+01

TERMINATION. ITERS=    7 FUNCTION EVALS=     117 IER= 3 F=  0.233307588297E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.39707851202E-08  0.62560747449E-09  0.26082182542E-08

X VALUES

  0.64922623238E+00  0.83407702569E+00  0.45120319368E-01

MEAN OF DEPENDENT VARIABLE   749999.238954743

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.649226232       0.180995838    3.58697
  2       1.100000000       0.834077026       0.259257400    3.21718
  3      -0.100000000       0.045120319       0.251066521    0.17971

SE of equation          =      0.106942258
Sum of squared residuals =   2.33307588        2.71507537    
Sum of ABS residuals     =   4.86476875    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93776

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.104977069702E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 3 F=  0.733870187751E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.69142586427E-08  0.37763267330E-07  0.48324560645E-07

X VALUES

  0.13211705721E+01  0.10091395161E+01 -0.32072124851E-01

MEAN OF DEPENDENT VARIABLE   749999.387588084

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.321170572       0.099350401   13.29809
  2       1.100000000       1.009139516       0.081879657   12.32467
  3      -0.100000000      -0.032072125       0.081547758   -0.39329

SE of equation          =      0.066894082
Sum of squared residuals =  0.733870188        1.18613873    
Sum of ABS residuals     =   5.29159238    
R squared                =    1.00000
Durbin-Watson statistic  =    1.84025

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.324293020443E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.295101485239E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.11254539286E-05  0.19140960307E-05  0.20109165752E-05

X VALUES

  0.61669921034E+00  0.96964977913E+00 -0.19313943716E+00

MEAN OF DEPENDENT VARIABLE   749999.284266052

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.616699210       0.053688919   11.48653
  2       1.100000000       0.969649779       0.101264024    9.57546
  3      -0.100000000      -0.193139437       0.100761756   -1.91679

SE of equation          =      0.038033878
Sum of squared residuals =  0.295101485        1.25360690    
Sum of ABS residuals     =   3.65972675    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69370

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.790849449136E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.716873573631E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.43206945312E-07 -0.42091924849E-05 -0.36134783904E-05

X VALUES

  0.83439611520E+00  0.96867386898E+00 -0.76803838259E-01

MEAN OF DEPENDENT VARIABLE   749999.315540767

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.834396115       0.123078235    6.77940
  2       1.100000000       0.968673869       0.079463110   12.19023
  3      -0.100000000      -0.076803838       0.079819207   -0.96222

SE of equation          =      0.066114902
Sum of squared residuals =  0.716873574        1.53984378    
Sum of ABS residuals     =   4.59733251    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97614

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.220629947531E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.190547226849E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.21463336668E-07 -0.16808295675E-06 -0.71790510968E-07

X VALUES

  0.27539173271E+00  0.95884784592E+00 -0.85524166030E-01

MEAN OF DEPENDENT VARIABLE   749999.276763334

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.275391733       0.081819670    3.36584
  2       1.100000000       0.958847846       0.074136309   12.93358
  3      -0.100000000      -0.085524166       0.073980726   -1.15603

SE of equation          =      0.034949343
Sum of squared residuals =  0.190547227        1.07378138    
Sum of ABS residuals     =   2.41033496    
R squared                =    1.00000
Durbin-Watson statistic  =    1.70982

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.541153178227E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      91 IER= 4 F=  0.385965490446E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.21917435271E-05 -0.83425667348E-06  0.27992497374E-06

X VALUES

  0.58449451372E+00  0.89200547545E+00 -0.50986102998E+00

MEAN OF DEPENDENT VARIABLE   749999.275249067

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.584494514       0.034481768   16.95083
  2       1.100000000       0.892005475       0.080240034   11.11671
  3      -0.100000000      -0.509861030       0.079400283   -6.42140

SE of equation          =      0.043496985
Sum of squared residuals =  0.385965490        1.36862695    
Sum of ABS residuals     =   4.27728763    
R squared                =    1.00000
Durbin-Watson statistic  =    1.84121

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.783647597717E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.733343009226E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.17358462629E-10 -0.18209338480E-10

X VALUES

  0.12671798273E+01 -0.34295614420E+00

MEAN OF DEPENDENT VARIABLE   749999.270932358

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.267179827       0.122515485   10.34302
  2      -0.100000000      -0.342956144       0.119939195   -2.85942

SE of equation          =      0.025143434
Sum of squared residuals =  0.733343009E-01   0.976887414    
Sum of ABS residuals     =   1.23894534    
R squared                =    1.00000
Durbin-Watson statistic  =    1.35068

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.270768305604E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.245785202419E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.80712243934E-11  0.81663230849E-11

X VALUES

  0.13411440399E+01 -0.40785418839E+00

MEAN OF DEPENDENT VARIABLE   749999.249449077

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.341144040       0.083885045   15.98788
  2      -0.100000000      -0.407854188       0.082218550   -4.96061

SE of equation          =      0.034710653
Sum of squared residuals =  0.245785202        1.22938778    
Sum of ABS residuals     =   3.19867131    
R squared                =    1.00000
Durbin-Watson statistic  =    1.65871

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5002232E-01 0.5234225E-01  1.004512      1.083667    
  1954.2 0.6708863E-01 0.5783462E-01  0.000000     0.8143333    
  1954.3 0.6761837E-01 0.5970489E-01  0.000000     0.8696667    
  1954.4 0.6019127E-01 0.5361334E-01  2.056927      1.036333    
  1955.1 0.4867703E-01 0.4710636E-01  4.071571      1.256333    
  1955.2 0.3881031E-01 0.4380454E-01  5.618972      1.614333    
  1955.3 0.3728017E-01 0.4109694E-01  6.469001      1.861333    
  1955.4 0.3360729E-01 0.4208878E-01  5.831433      2.349333    
  1956.1 0.3321343E-01 0.4031458E-01  5.716025      2.379333    
  1956.2 0.3527550E-01 0.4190614E-01  6.224529      2.596667    
  1956.3 0.3795860E-01 0.4128671E-01  7.505684      2.596667    
  1956.4 0.3981410E-01 0.4100540E-01  6.052256      3.063667    
  1957.1 0.4889965E-01 0.3946671E-01  4.586145      3.171667    
  1957.2 0.5089739E-01 0.4062513E-01  4.822166      3.157000    
  1957.3 0.4429684E-01 0.4207225E-01  6.021669      3.382333    
  1957.4 0.4337509E-01 0.4923487E-01  5.373213      3.343333    
  1958.1 0.4019593E-01 0.6275076E-01  4.975094      1.838000    
  1958.2 0.3846237E-01 0.7359928E-01  5.373863      1.017667    
  1958.3 0.3440815E-01 0.7309055E-01  5.581376      1.710667    
  1958.4 0.2974600E-01 0.6352766E-01  5.609798      2.787667    
  1959.1 0.2774342E-01 0.5798631E-01  5.829880      2.800333    
  1959.2 0.2815613E-01 0.5104500E-01  6.312137      3.019333    
  1959.3 0.4397910E-01 0.5287044E-01  5.210243      3.533000    
  1959.4 0.5234679E-01 0.5592834E-01  4.212120      4.299333    
  1960.1 0.5504790E-01 0.5159512E-01  4.224412      3.943000    
  1960.2 0.5642016E-01 0.5225835E-01  4.451414      3.092333    
  1960.3 0.5640567E-01 0.5549938E-01  4.483113      2.390333    
  1960.4 0.5342210E-01 0.6251647E-01  4.612413      2.360667    
  1961.1 0.5024699E-01 0.6773354E-01  5.275859      2.376667    
  1961.2 0.4785248E-01 0.6971717E-01  5.724843      2.324667    
  1961.3 0.4071285E-01 0.6749309E-01  6.234448      2.324667    
  1961.4 0.3023465E-01 0.6171891E-01  7.256288      2.475000    
  1962.1 0.2491092E-01 0.5614436E-01  7.920794      2.739000    
  1962.2 0.2473642E-01 0.5482584E-01  8.106655      2.716000    
  1962.3 0.2541932E-01 0.5539051E-01  7.971956      2.858000    
  1962.4 0.2960078E-01 0.5505923E-01  7.666929      2.803333    
  1963.1 0.3323047E-01 0.5779253E-01  7.058675      2.909000    
  1963.2 0.3918452E-01 0.5680856E-01  6.910451      2.941333    
  1963.3 0.4009704E-01 0.5493742E-01  7.501426      3.280667    
  1963.4 0.4284279E-01 0.5572673E-01  8.079200      3.499333    
  1964.1 0.4305776E-01 0.5457706E-01  8.175445      3.538000    
  1964.2 0.4513418E-01 0.5220257E-01  7.772761      3.481333    
  1964.3 0.4284653E-01 0.4989598E-01  7.677306      3.504000    
  1964.4 0.3820435E-01 0.4953597E-01  8.234164      3.685000    
  1965.1 0.4119202E-01 0.4871666E-01  8.520664      3.899667    
  1965.2 0.5289254E-01 0.4655354E-01  5.344640      3.879000    
  1965.3 0.4698867E-01 0.4351989E-01  3.978041      3.859667    
  1965.4 0.3678137E-01 0.4102298E-01  6.790457      4.158667    
  1966.1 0.2624958E-01 0.3848268E-01  8.821619      4.630667    
  1966.2 0.1751643E-01 0.3807639E-01  8.759998      4.597333    
  1966.3 0.1384203E-01 0.3750700E-01  9.296378      5.047667    
  1966.4 0.8793941E-02 0.3683286E-01  11.17991      5.246000    
  1967.1 0.4545121E-02 0.3809930E-01  11.45742      4.533667    
  1967.2 0.3859302E-02 0.3806934E-01  10.97155      3.657333    
  1967.3 0.9214393E-02 0.3784696E-01  10.23574      4.344667    
  1967.4 0.1563291E-01 0.3915978E-01  10.00124      4.787333    
  1968.1 0.1654197E-01 0.3728355E-01  10.39437      5.064667    
  1968.2 0.1740524E-01 0.3537721E-01  10.47166      5.510000    
  1968.3 0.1938301E-01 0.3510557E-01  10.41663      5.226333    
  1968.4 0.1665894E-01 0.3392130E-01  9.611493      5.580667    
  1969.1 0.2215449E-01 0.3376971E-01  9.497996      6.137667    
  1969.2 0.3097619E-01 0.3424592E-01  8.275628      6.240000    
  1969.3 0.3790501E-01 0.3590757E-01  7.184499      7.046667    
  1969.4 0.3939929E-01 0.3581941E-01  7.253849      7.317667    
  1970.1 0.4519059E-01 0.4159508E-01  7.471521      7.262667    
  1970.2 0.5129135E-01 0.4746577E-01  6.415999      6.752333    
  1970.3 0.5494484E-01 0.5169088E-01  5.636751      6.374667    
  1970.4 0.5167607E-01 0.5802797E-01  6.093781      5.358333    
  1971.1 0.5247526E-01 0.5914467E-01  6.477238      3.863333    
  1971.2 0.5348613E-01 0.5907857E-01  6.694093      4.206000    
  1971.3 0.5091102E-01 0.5983336E-01  7.881530      5.050333    
  1971.4 0.4781031E-01 0.5954344E-01  6.956311      4.234333    
  1972.1 0.4719517E-01 0.5768041E-01  6.767837      3.435333    
  1972.2 0.4709663E-01 0.5658509E-01  7.005275      3.748333    
  1972.3 0.5039789E-01 0.5584112E-01  7.035728      4.241333    
  1972.4 0.5342257E-01 0.5304486E-01  6.212675      4.851333    
  1973.1 0.5504680E-01 0.4950510E-01  6.528228      5.639667    
  1973.2 0.5322641E-01 0.4889844E-01  7.662136      6.608333    
  1973.3 0.5538453E-01 0.4793204E-01  8.440255      8.388333    
  1973.4 0.5294824E-01 0.4769321E-01  7.662500      7.461667    
  1974.1 0.5493399E-01 0.5085049E-01  8.315860      7.600333    
  1974.2 0.5818844E-01 0.5161500E-01  8.629538      8.268000    
  1974.3 0.6071088E-01 0.5583721E-01  8.752668      8.286333    
  1974.4 0.6370957E-01 0.6556479E-01  8.626269      7.336000    
  1975.1 0.6161240E-01 0.8217515E-01  8.819372      5.873333    
  1975.2 0.6383729E-01 0.8828988E-01  8.782968      5.400667    
  1975.3 0.6635678E-01 0.8467753E-01  9.142134      6.336667    
  1975.4 0.6790465E-01 0.8259670E-01  9.276204      5.684333    
  1976.1 0.7224339E-01 0.7723461E-01  8.748452      4.953333    
  1976.2 0.7307736E-01 0.7526804E-01  8.867481      5.168667    
  1976.3 0.7463051E-01 0.7700112E-01  9.100143      5.168667    
  1976.4 0.7315428E-01 0.7733424E-01  9.471044      4.698000    
  1977.1 0.7445432E-01 0.7493048E-01  9.481095      4.624000    
  1977.2 0.7716025E-01 0.7104693E-01  8.972860      4.828667    
  1977.3 0.7731908E-01 0.6864221E-01  8.504406      5.472000    
  1977.4 0.7646915E-01 0.6612385E-01  8.366308      6.137000    
  1978.1 0.7921730E-01 0.6326666E-01  7.752490      6.408000    
  1978.2 0.7916273E-01 0.5999476E-01  7.198965      6.481000    
  1978.3 0.7656824E-01 0.6021465E-01  6.854208      7.315333    
  1978.4 0.7221193E-01 0.5883992E-01  6.473243      8.680333    
  1979.1 0.6688737E-01 0.5877879E-01  7.327588      9.357667    
  1979.2 0.6435617E-01 0.5714052E-01  8.029637      9.372333    
  1979.3 0.5820738E-01 0.5868435E-01  9.572483      9.631333    
  1979.4 0.5481781E-01 0.5940129E-01  14.15390      11.80367    
  1980.1 0.5021912E-01 0.6296949E-01  15.30365      13.45867    
  1980.2 0.4762634E-01 0.7323656E-01  13.59755      10.04933    
  1980.3 0.5264543E-01 0.7680771E-01  12.60439      9.235333    
  1980.4 0.5932831E-01 0.7398623E-01  14.48632      13.70967    
  1981.1 0.6465216E-01 0.7426606E-01  12.63779      14.36900    
  1981.2 0.7078104E-01 0.7398937E-01  14.18468      14.82900    
  1981.3 0.7795057E-01 0.7417361E-01  14.53349      15.08733    
  1981.4 0.8344833E-01 0.8241053E-01  14.39536      12.02267    
  1982.1 0.8824016E-01 0.8843563E-01  16.10717      12.89500    
  1982.2 0.9289345E-01 0.9425762E-01  15.07070      12.35900    
  1982.3 0.9749093E-01 0.9942961E-01  11.22597      9.705333    
  1982.4 0.9623688E-01 0.1067659      9.668143      7.935000    
  1983.1 0.9176071E-01 0.1039701      9.609450      8.081333    
  1983.2 0.8508577E-01 0.1010214      10.07524      8.420667    
  1983.3 0.7460558E-01 0.9360138E-01  10.43615      9.186667    
  1983.4 0.6758359E-01 0.8541760E-01  10.42599      8.793333    
  1984.1 0.6070028E-01 0.7871758E-01  10.60082      9.133333    
  1984.2 0.5969899E-01 0.7478733E-01  10.22653      9.843333    
  1984.3 0.5759784E-01 0.7451999E-01  9.395089      10.34333    
  1984.4 0.5738491E-01 0.7283015E-01  8.744404      8.973333    
  1985.1 0.5768850E-01 0.7279936E-01  9.023200      8.183333    
  1985.2 0.5570671E-01 0.7288834E-01  9.055360      7.523333    
  1985.3 0.5289908E-01 0.7210537E-01  9.232477      7.103333    
  1985.4 0.4928991E-01 0.7054201E-01  9.732466      7.146667    
  1986.1 0.4797109E-01 0.7015712E-01  9.860982      6.886667    
  1986.2 0.4882594E-01 0.7180384E-01  7.788145      6.130000    
  1986.3 0.3794667E-01 0.6991001E-01  7.683028      5.533333    
  1986.4 0.2401793E-01 0.6835172E-01  10.73983      5.340000    
  1987.1 0.1836378E-01 0.6620689E-01  12.18328      5.533333    
  1987.2 0.1737963E-01 0.6280795E-01  11.09421      5.733333    
  1987.3 0.1701533E-01 0.6014193E-01  10.22910      6.033333    
  1987.4 0.2053454E-01 0.5868976E-01  9.392260      6.003333    
  1988.1 0.2586424E-01 0.5727587E-01  8.989662      5.760000    
  1988.2 0.2937215E-01 0.5487146E-01  8.703280      6.230000    
  1988.3 0.3596311E-01 0.5492451E-01  8.132799      6.993333    
  1988.4 0.3689058E-01 0.5350265E-01  7.085614      7.703333    
  1989.1 0.3618729E-01 0.5215423E-01  6.601642      8.533333    
  1989.2 0.3598471E-01 0.5244464E-01  6.967591      8.440000    
  1989.3 0.3349832E-01 0.5277223E-01  7.141828      7.850000    
  1989.4 0.3239720E-01 0.5373561E-01  6.783427      7.633333    
  1990.1 0.3790937E-01 0.5300361E-01  6.258801      7.756667    
  1990.2 0.3651757E-01 0.5337414E-01  6.417180      7.766667    
  1990.3 0.3728849E-01 0.5687498E-01  7.248055      7.493333    
  1990.4 0.3720568E-01 0.6113686E-01  7.416770      7.023333    
  1991.1 0.4037604E-01 0.6574073E-01  6.469976      6.053333    
  1991.2 0.4254997E-01 0.6823443E-01  5.900749      5.593333    
  1991.3 0.4692524E-01 0.6853392E-01  5.370685      5.406667    
  1991.4 0.5240031E-01 0.7096660E-01  4.772523      4.583333    
  1992.1 0.5195551E-01 0.7379080E-01  5.147229      3.910000    
  1992.2 0.5330648E-01 0.7594573E-01  5.432802      3.723333    
  1992.3 0.5550470E-01 0.7626478E-01  5.449585      3.130000    
  1992.4 0.5908833E-01 0.7406133E-01  5.526586      3.076667    
  1993.1 0.6261022E-01 0.7149713E-01  5.750857      2.993333    
  1993.2 0.6661644E-01 0.7068857E-01  5.229914      2.983333    
  1993.3 0.6575847E-01 0.6799552E-01  5.661582      3.020000    
  1993.4 0.6686953E-01 0.6619143E-01  5.253256      3.080000    
  1994.1 0.6486787E-01 0.6555817E-01  4.572499      3.250000    
  1994.2 0.6425530E-01 0.6165512E-01  3.669020      4.036667    
  1994.3 0.6617252E-01 0.6001291E-01  3.498655      4.510000    
  1994.4 0.6571339E-01 0.5619378E-01  3.667357      5.283333    
  1995.1 0.6583249E-01 0.5477964E-01  2.426878      5.780000    
  1995.2 0.6656794E-01 0.5674622E-01 0.8229347      5.623333    
  1995.3 0.6936119E-01 0.5658385E-01 0.1777811      5.380000    
  1995.4 0.7512869E-01 0.5572015E-01  0.000000      5.270000    
  1996.1 0.7721369E-01 0.5545427E-01  0.000000      4.950000    
  1996.2 0.7846193E-01 0.5470120E-01  0.000000      5.040000    
  1996.3 0.8105957E-01 0.5259294E-01  0.000000      5.136667    
  1996.4 0.8545813E-01 0.5310254E-01  0.000000      4.970000    
  1997.1 0.8459269E-01 0.5223738E-01  0.000000      5.063333    
  1997.2 0.7945580E-01 0.4974959E-01 0.5437649      5.073333    
  1997.3 0.7483271E-01 0.4858023E-01  1.604765      5.056667    
  1997.4 0.7165054E-01 0.4680572E-01  2.638391      5.086667    
  1998.1 0.6924675E-01 0.4637954E-01  3.554354      5.053333    
  1998.2 0.6790451E-01 0.4414228E-01  3.230028      4.976667    
  1998.3 0.6730807E-01 0.4528502E-01  2.063279      4.823333    
  1998.4 0.7236373E-01 0.4429607E-01  1.442807      4.253333    
  1999.1 0.7149936E-01 0.4284456E-01  2.772486      4.406667    
  1999.2 0.6931515E-01 0.4248440E-01  3.613703      4.453333    
  1999.3 0.7005729E-01 0.4243400E-01  2.783788      4.650000    
  1999.4 0.7456626E-01 0.4077788E-01  1.726566      5.043333    
  2000.1 0.7776829E-01 0.4048765E-01  1.811318      5.520000    
  2000.2 0.8391793E-01 0.3947782E-01 0.9601961      5.713333    
  2000.3 0.9048932E-01 0.4030117E-01  0.000000      6.016667    
  2000.4 0.9239269E-01 0.3918419E-01  0.000000      6.016667    
  2001.1 0.9028010E-01 0.4230321E-01 0.6472584      4.816667    
  2001.2 0.8487303E-01 0.4411448E-01  1.445102      3.660000    
  2001.3 0.8347444E-01 0.4819249E-01  1.435837      3.170000    
  2001.4 0.8049000E-01 0.5537421E-01 0.9322501      1.906667    
  2002.1 0.7287879E-01 0.5705425E-01  1.656792      1.820000    
  2002.2 0.7223198E-01 0.5845793E-01  1.700868      1.716667    
  2002.3 0.7024705E-01 0.5732000E-01  1.018346      1.643333    
  2002.4 0.6939185E-01 0.5851777E-01  1.027019      1.333333    
  2003.1 0.6911303E-01 0.5873963E-01 0.6105258      1.156667    
  2003.2 0.6853275E-01 0.6152488E-01  0.000000      1.043333    
  2003.3 0.6911520E-01 0.6107130E-01  0.000000     0.9300000    
  2003.4 0.7181966E-01 0.5820932E-01  0.000000     0.9166667    
  2004.1 0.6902299E-01 0.5687648E-01  1.384757     0.9166667    
  2004.2 0.6525180E-01 0.5595400E-01  2.325886      1.076667    
  2004.3 0.6142659E-01 0.5440757E-01  2.015483      1.486667    
  2004.4 0.6543728E-01 0.5396538E-01  1.375205      2.006667    
  2005.1 0.7226586E-01 0.5292068E-01 0.5640025      2.536667    
  2005.2 0.7525310E-01 0.5115378E-01  0.000000      2.863333    
  2005.3 0.7860110E-01 0.4975337E-01 0.1524247      3.360000    
  2005.4 0.7947455E-01 0.4964352E-01 0.3593260      3.826667    
  2006.1 0.7809009E-01 0.4731667E-01 0.2509695      4.393333    
  2006.2 0.7924719E-01 0.4666969E-01 0.3106495      4.703333    
  2006.3 0.7666739E-01 0.4655398E-01 0.4183969      4.906667    
  2006.4 0.7482677E-01 0.4466963E-01 0.2012533      4.903333    
  2007.1 0.7276702E-01 0.4536088E-01  1.053412      4.983333    
  2007.2 0.7390699E-01 0.4507805E-01  2.179055      4.736667    
  2007.3 0.7748065E-01 0.4670151E-01  2.716370      4.303333    
  2007.4 0.7814167E-01 0.4813029E-01  1.644271      3.390000    
  2008.1 0.8527161E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.8387541E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.7797863E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.8108612E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8535795E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8890643E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9499148E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9911442E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1019485     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1057633     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1159707     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1231900     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1253841     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1253559     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1263115     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1251142     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1234242     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1217141     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1200577     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1185727     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1196556     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1205644     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1215030     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1254481     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1244941     0.7353172E-01  0.000000     0.2222305    
  2014.2 0.1215136     0.7371212E-01  0.000000     0.2267692    
  2014.3 0.1214627     0.7344075E-01  0.000000     0.2727381    
  2014.4 0.1192324     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1122549     0.7163268E-01 0.2923188     0.5446822    
  2015.2 0.1110136     0.7041296E-01 0.2038517     0.7056998    
  2015.3 0.1101251     0.6919799E-01 0.1933220     0.8622789    
  2015.4 0.1088388     0.6810526E-01 0.4321433      1.011500    
  2016.1 0.1080979     0.6720077E-01 0.4163055      1.148466    
  2016.2 0.1076439     0.6650839E-01 0.2561643E-01  1.268463    
  2016.3 0.1059879     0.6602361E-01  0.000000      1.370028    
  2016.4 0.1025763     0.6572500E-01 0.1284786      1.454232    
  2017.1 0.9829309E-01 0.6557762E-01 0.6868263      1.523254    
  2017.2 0.9096797E-01 0.6554472E-01  1.288681      1.579320    
  2017.3 0.8886428E-01 0.6559437E-01  1.670653      1.624370    
  2017.4 0.8472195E-01 0.6569973E-01 0.6473083      1.660170    
  2018.1 0.8102158E-01 0.6583532E-01 0.8373032      1.688692    
  2018.2 0.8219555E-01 0.6598118E-01  1.344444      1.711782    
  2018.3 0.8328018E-01 0.6612472E-01  2.131730      1.730742    
  2018.4 0.8188737E-01 0.6625905E-01  1.626443      1.746369    
  2019.1 0.8251394E-01 0.6637441E-01 0.1112124      1.759767    
  2019.2 0.8293041E-01 0.6646188E-01  0.000000      1.772234    
  2019.3 0.8498158E-01 0.6651811E-01  0.000000      1.784603    
  2019.4 0.8940292E-01 0.6654506E-01  0.000000      1.797049    
  2020.1 0.8870173E-01 0.6654177E-01  0.000000      1.809908    
  2020.2 0.9394932E-01 0.6650849E-01  0.000000      1.823601    
  2020.3 0.9660025E-01 0.6644969E-01  0.000000      1.838160    
  2020.4 0.9857562E-01 0.6637212E-01  0.000000      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.281968113954E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     119 IER= 4 F=  0.258734493575E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.35733768999E-06  0.27813495981E-06  0.31819153970E-06

X VALUES

  0.43946258901E+00  0.11970052904E+01 -0.23122759797E+00

MEAN OF DEPENDENT VARIABLE   749999.231933403

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.439462589       0.021324369   20.60847
  2       1.100000000       1.197005290       0.068065006   17.58621
  3      -0.100000000      -0.231227598       0.067570993   -3.42199

SE of equation          =      0.011261911
Sum of squared residuals =  0.258734494E-01   0.130294095    
Sum of ABS residuals     =  0.716089746    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99356

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.242884605401E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     120 IER= 4 F=  0.152614219297E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.12153584605E-05  0.33402402395E-06  0.31237691844E-06

X VALUES

  0.63959512682E+00  0.10607264275E+01 -0.12326603982E+00

MEAN OF DEPENDENT VARIABLE   749999.229470637

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.639595127       0.018859175   33.91427
  2       1.100000000       1.060726428       0.069471675   15.26847
  3      -0.100000000      -0.123266040       0.064627905   -1.90732

SE of equation          =      0.008649329
Sum of squared residuals =  0.152614219E-01  -0.180421655E-02
Sum of ABS residuals     =  0.685293590    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99435

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.512879518549E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.448762126588E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.58777615443E-06  0.31413316668E-05  0.36057280656E-05

X VALUES

  0.39985842930E+00  0.11171074787E+01 -0.17274576253E+00

MEAN OF DEPENDENT VARIABLE   749999.265286603

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.399858429       0.030774530   12.99316
  2       1.100000000       1.117107479       0.070762616   15.78669
  3      -0.100000000      -0.172745763       0.069316480   -2.49213

SE of equation          =      0.015288240
Sum of squared residuals =  0.448762127E-01   0.102220696    
Sum of ABS residuals     =   1.04353299    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99922

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.443125451413E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     117 IER= 4 F=  0.399421128024E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.27227261003E-08  0.74639930513E-07  0.61142317655E-07

X VALUES

  0.58428407142E+00  0.12028559631E+01 -0.22158092905E+00

MEAN OF DEPENDENT VARIABLE   749999.278813548

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.584284071       0.023971395   24.37422
  2       1.100000000       1.202855963       0.068531795   17.55179
  3      -0.100000000      -0.221580929       0.067114262   -3.30155

SE of equation          =      0.013992665
Sum of squared residuals =  0.399421128E-01   0.991287637E-01
Sum of ABS residuals     =   1.24898158    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92977

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.661697166544E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      89 IER= 3 F=  0.661612631263E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.29779605288E-06 -0.59027389833E-05 -0.62109720816E-05

X VALUES

  0.53995282862E+00  0.11260848910E+01 -0.16021889784E+00

MEAN OF DEPENDENT VARIABLE   749999.296510436

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.539952829       0.700791587    0.77049
  2       1.100000000       1.126084891       3.026520371    0.37207
  3      -0.100000000      -0.160218898       2.907995659   -0.05510

SE of equation          =      0.569490928
Sum of squared residuals =   66.1612631        8.92497096    
Sum of ABS residuals     =   10.1315988    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96939

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.188594426424E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 3 F=  0.186199149052E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.46273501181E-09  0.19484274919E-08  0.73187950146E-09

X VALUES

  0.58062166273E+00  0.88889523763E+00 -0.24271165347E-01

MEAN OF DEPENDENT VARIABLE   749999.230114177

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.580621663       0.162371290    3.57589
  2       1.100000000       0.888895238       0.213407157    4.16526
  3      -0.100000000      -0.024271165       0.205841887   -0.11791

SE of equation          =      0.095537476
Sum of squared residuals =   1.86199149        2.42654687    
Sum of ABS residuals     =   4.98176267    
R squared                =    1.00000
Durbin-Watson statistic  =    1.80991

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.905555392278E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.788486784399E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.26926512755E-07 -0.13027853096E-05 -0.15430069310E-05

X VALUES

  0.91031104361E+00  0.96932543321E+00  0.33225821729E-01

MEAN OF DEPENDENT VARIABLE   749999.393794494

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.910311044       0.096171521    9.46549
  2       1.100000000       0.969325433       0.081678586   11.86756
  3      -0.100000000       0.033225822       0.083142358    0.39963

SE of equation          =      0.069338635
Sum of squared residuals =  0.788486784        1.50449687    
Sum of ABS residuals     =   5.16981091    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91301

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.331134545012E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.286377065560E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.62022297121E-06 -0.18541180782E-05 -0.35228666674E-05

X VALUES

  0.50792676354E+00  0.77502585445E+00 -0.19186161797E+00

MEAN OF DEPENDENT VARIABLE   749999.272338112

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.507926764       0.038499833   13.19296
  2       1.100000000       0.775025854       0.098820447    7.84277
  3      -0.100000000      -0.191861618       0.096125866   -1.99594

SE of equation          =      0.037467441
Sum of squared residuals =  0.286377066        1.68809791    
Sum of ABS residuals     =   3.65254934    
R squared                =    1.00000
Durbin-Watson statistic  =    1.59567

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.100006677538E+01

TERMINATION. ITERS=    7 FUNCTION EVALS=     110 IER= 4 F=  0.733446717536E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.35345570892E-07 -0.22274150508E-07 -0.82477856042E-07

X VALUES

  0.14147302335E+01  0.10051951051E+01 -0.13444704583E+00

MEAN OF DEPENDENT VARIABLE   749999.269374189

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.414730234       0.141286332   10.01321
  2       1.100000000       1.005195105       0.079668354   12.61724
  3      -0.100000000      -0.134447046       0.080226386   -1.67585

SE of equation          =      0.066874779
Sum of squared residuals =  0.733446718        1.14359503    
Sum of ABS residuals     =   4.58832166    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92021

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.257221623766E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.202739963932E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.26401044961E-05  0.12918760354E-04  0.95497116124E-05

X VALUES

  0.25715009646E+00  0.74863140695E+00 -0.85146527886E-01

MEAN OF DEPENDENT VARIABLE   749999.250571805

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.257150096       0.105452365    2.43854
  2       1.100000000       0.748631407       0.082370438    9.08859
  3      -0.100000000      -0.085146528       0.081303834   -1.04726

SE of equation          =      0.036050175
Sum of squared residuals =  0.202739964       0.839965320    
Sum of ABS residuals     =   2.71050673    
R squared                =    1.00000
Durbin-Watson statistic  =    1.89839

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.484921823850E+00

TERMINATION. ITERS=    8 FUNCTION EVALS=     121 IER= 4 F=  0.337363651066E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.76465834591E-06  0.21515304447E-06 -0.41131771143E-06

X VALUES

  0.60069187066E+00  0.54785279089E+00 -0.33464865936E+00

MEAN OF DEPENDENT VARIABLE   749999.271288144

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.600691871       0.025738079   23.33864
  2       1.100000000       0.547852791       0.090043610    6.08431
  3      -0.100000000      -0.334648659       0.087122436   -3.84113

SE of equation          =      0.040666244
Sum of squared residuals =  0.337363651        1.71546167    
Sum of ABS residuals     =   4.00171994    
R squared                =    1.00000
Durbin-Watson statistic  =    1.77686

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.528523287229E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      44 IER= 3 F=  0.510885882370E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.65787967336E-11 -0.64075145985E-11

X VALUES

  0.79632569748E+00  0.59561185363E-01

MEAN OF DEPENDENT VARIABLE   749999.258023259

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.796325697       0.203814938    3.90710
  2      -0.100000000       0.059561185       0.180654548    0.32970

SE of equation          =      0.020986159
Sum of squared residuals =  0.510885882E-01   0.824041431    
Sum of ABS residuals     =   1.02820899    
R squared                =    1.00000
Durbin-Watson statistic  =    1.11559

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.280278807245E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.271996123212E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.20956200900E-11 -0.45179077560E-11

X VALUES

  0.10595651663E+01 -0.12286915588E+00

MEAN OF DEPENDENT VARIABLE   749999.247991479

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.059565166       0.087657084   12.08762
  2      -0.100000000      -0.122869156       0.086221084   -1.42505

SE of equation          =      0.036514577
Sum of squared residuals =  0.271996123        1.49510529    
Sum of ABS residuals     =   3.38898343    
R squared                =    1.00000
Durbin-Watson statistic  =    1.62804

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4496320E-01 0.5234225E-01 0.7400395      1.083667    
  1954.2 0.4865482E-01 0.5783462E-01 0.1894608     0.8143333    
  1954.3 0.5292845E-01 0.5970489E-01 0.5373247     0.8696667    
  1954.4 0.5190561E-01 0.5361334E-01  1.144313      1.036333    
  1955.1 0.4738684E-01 0.4710636E-01  1.215924      1.256333    
  1955.2 0.4378474E-01 0.4380454E-01  1.150863      1.614333    
  1955.3 0.4295765E-01 0.4109694E-01  1.624211      1.861333    
  1955.4 0.4010922E-01 0.4208878E-01  2.360174      2.349333    
  1956.1 0.3683727E-01 0.4031458E-01  3.467807      2.379333    
  1956.2 0.3454152E-01 0.4190614E-01  4.778721      2.596667    
  1956.3 0.4214675E-01 0.4128671E-01  5.357212      2.596667    
  1956.4 0.4497528E-01 0.4100540E-01  4.131475      3.063667    
  1957.1 0.4772393E-01 0.3946671E-01  4.091293      3.171667    
  1957.2 0.4919123E-01 0.4062513E-01  4.462420      3.157000    
  1957.3 0.5323624E-01 0.4207225E-01  4.042645      3.382333    
  1957.4 0.6259103E-01 0.4923487E-01  2.943971      3.343333    
  1958.1 0.7219727E-01 0.6275076E-01  1.514233      1.838000    
  1958.2 0.7304686E-01 0.7359928E-01  1.569286      1.017667    
  1958.3 0.7049574E-01 0.7309055E-01  2.347507      1.710667    
  1958.4 0.7501236E-01 0.6352766E-01  0.000000      2.787667    
  1959.1 0.8026754E-01 0.5798631E-01  0.000000      2.800333    
  1959.2 0.8448927E-01 0.5104500E-01  0.000000      3.019333    
  1959.3 0.1006418     0.5287044E-01  0.000000      3.533000    
  1959.4 0.1076123     0.5592834E-01  0.000000      4.299333    
  1960.1 0.1137138     0.5159512E-01  0.000000      3.943000    
  1960.2 0.1159226     0.5225835E-01  0.000000      3.092333    
  1960.3 0.1164687     0.5549938E-01  0.000000      2.390333    
  1960.4 0.1131301     0.6251647E-01  0.000000      2.360667    
  1961.1 0.1094276     0.6773354E-01 0.3168952      2.376667    
  1961.2 0.1009055     0.6971717E-01 0.6902948      2.324667    
  1961.3 0.9391723E-01 0.6749309E-01  1.206797      2.324667    
  1961.4 0.8256520E-01 0.6171891E-01 0.8005889      2.475000    
  1962.1 0.7543350E-01 0.5614436E-01  1.358116      2.739000    
  1962.2 0.7664378E-01 0.5482584E-01  0.000000      2.716000    
  1962.3 0.6934331E-01 0.5539051E-01  0.000000      2.858000    
  1962.4 0.5677649E-01 0.5505923E-01  2.772917      2.803333    
  1963.1 0.5376155E-01 0.5779253E-01  4.205899      2.909000    
  1963.2 0.4685834E-01 0.5680856E-01  4.791589      2.941333    
  1963.3 0.3207535E-01 0.5493742E-01  6.084488      3.280667    
  1963.4 0.2549405E-01 0.5572673E-01  6.221877      3.499333    
  1964.1 0.2439799E-01 0.5457706E-01  5.856950      3.538000    
  1964.2 0.2185113E-01 0.5220257E-01  6.633169      3.481333    
  1964.3 0.2163513E-01 0.4989598E-01  7.696419      3.504000    
  1964.4 0.3122874E-01 0.4953597E-01  5.279429      3.685000    
  1965.1 0.3824040E-01 0.4871666E-01  4.283846      3.899667    
  1965.2 0.4781388E-01 0.4655354E-01  4.096528      3.879000    
  1965.3 0.5405601E-01 0.4351989E-01  4.295088      3.859667    
  1965.4 0.5872566E-01 0.4102298E-01  4.626292      4.158667    
  1966.1 0.6004621E-01 0.3848268E-01  4.361024      4.630667    
  1966.2 0.5949692E-01 0.3807639E-01  4.351108      4.597333    
  1966.3 0.5776813E-01 0.3750700E-01  5.002122      5.047667    
  1966.4 0.5575681E-01 0.3683286E-01  6.010706      5.246000    
  1967.1 0.5117709E-01 0.3809930E-01  6.396898      4.533667    
  1967.2 0.5047711E-01 0.3806934E-01  6.503396      3.657333    
  1967.3 0.4948780E-01 0.3784696E-01  7.605573      4.344667    
  1967.4 0.4809468E-01 0.3915978E-01  6.530532      4.787333    
  1968.1 0.4715638E-01 0.3728355E-01  6.018297      5.064667    
  1968.2 0.4856945E-01 0.3537721E-01  6.355749      5.510000    
  1968.3 0.4770876E-01 0.3510557E-01  7.780072      5.226333    
  1968.4 0.4853390E-01 0.3392130E-01  6.613704      5.580667    
  1969.1 0.4893774E-01 0.3376971E-01  5.852233      6.137667    
  1969.2 0.5230172E-01 0.3424592E-01  5.688166      6.240000    
  1969.3 0.5550257E-01 0.3590757E-01  5.696728      7.046667    
  1969.4 0.5986912E-01 0.3581941E-01  5.469717      7.317667    
  1970.1 0.6449208E-01 0.4159508E-01  4.470613      7.262667    
  1970.2 0.6737109E-01 0.4746577E-01  4.013070      6.752333    
  1970.3 0.7276556E-01 0.5169088E-01  3.956487      6.374667    
  1970.4 0.7141130E-01 0.5802797E-01  4.374853      5.358333    
  1971.1 0.6742259E-01 0.5914467E-01  4.370254      3.863333    
  1971.2 0.6006080E-01 0.5907857E-01  4.479397      4.206000    
  1971.3 0.5339775E-01 0.5983336E-01  5.857060      5.050333    
  1971.4 0.4415801E-01 0.5954344E-01  8.291997      4.234333    
  1972.1 0.3864383E-01 0.5768041E-01  10.61759      3.435333    
  1972.2 0.3554037E-01 0.5658509E-01  11.52915      3.748333    
  1972.3 0.3853268E-01 0.5584112E-01  10.92132      4.241333    
  1972.4 0.4755999E-01 0.5304486E-01  10.11192      4.851333    
  1973.1 0.5976231E-01 0.4950510E-01  9.799906      5.639667    
  1973.2 0.7001051E-01 0.4889844E-01  8.985422      6.608333    
  1973.3 0.7876985E-01 0.4793204E-01  7.413825      8.388333    
  1973.4 0.9085331E-01 0.4769321E-01  6.451694      7.461667    
  1974.1 0.1006119     0.5085049E-01  5.719159      7.600333    
  1974.2 0.1017715     0.5161500E-01  5.405469      8.268000    
  1974.3 0.9990867E-01 0.5583721E-01  6.299866      8.286333    
  1974.4 0.9741090E-01 0.6556479E-01  6.371070      7.336000    
  1975.1 0.9617425E-01 0.8217515E-01  6.453486      5.873333    
  1975.2 0.9517435E-01 0.8828988E-01  6.052068      5.400667    
  1975.3 0.9439879E-01 0.8467753E-01  5.283133      6.336667    
  1975.4 0.9812027E-01 0.8259670E-01  4.657211      5.684333    
  1976.1 0.9761674E-01 0.7723461E-01  5.269705      4.953333    
  1976.2 0.1001630     0.7526804E-01  5.306139      5.168667    
  1976.3 0.1016749     0.7700112E-01  4.719970      5.168667    
  1976.4 0.1024038     0.7733424E-01  4.304518      4.698000    
  1977.1 0.1020912     0.7493048E-01  4.186942      4.624000    
  1977.2 0.9959456E-01 0.7104693E-01  3.991362      4.828667    
  1977.3 0.9768001E-01 0.6864221E-01  4.720471      5.472000    
  1977.4 0.9490347E-01 0.6612385E-01  6.170169      6.137000    
  1978.1 0.8980562E-01 0.6326666E-01  6.066484      6.408000    
  1978.2 0.8460660E-01 0.5999476E-01  5.944977      6.481000    
  1978.3 0.7879606E-01 0.6021465E-01  6.298145      7.315333    
  1978.4 0.7591460E-01 0.5883992E-01  6.574725      8.680333    
  1979.1 0.7342228E-01 0.5877879E-01  7.737220      9.357667    
  1979.2 0.7343706E-01 0.5714052E-01  7.722228      9.372333    
  1979.3 0.7356708E-01 0.5868435E-01  6.749463      9.631333    
  1979.4 0.8184385E-01 0.5940129E-01  8.935096      11.80367    
  1980.1 0.8109071E-01 0.6296949E-01  10.05350      13.45867    
  1980.2 0.8190622E-01 0.7323656E-01  8.998955      10.04933    
  1980.3 0.8605445E-01 0.7680771E-01  7.820094      9.235333    
  1980.4 0.8812959E-01 0.7398623E-01  10.23321      13.70967    
  1981.1 0.8863041E-01 0.7426606E-01  9.858327      14.36900    
  1981.2 0.9260562E-01 0.7398937E-01  12.04829      14.82900    
  1981.3 0.9760756E-01 0.7417361E-01  10.68993      15.08733    
  1981.4 0.1002751     0.8241053E-01  11.45131      12.02267    
  1982.1 0.1083639     0.8843563E-01  13.11063      12.89500    
  1982.2 0.1084841     0.9425762E-01  13.88190      12.35900    
  1982.3 0.1017553     0.9942961E-01  12.51825      9.705333    
  1982.4 0.9694429E-01 0.1067659      10.60542      7.935000    
  1983.1 0.9275012E-01 0.1039701      9.922786      8.081333    
  1983.2 0.9169894E-01 0.1010214      9.952194      8.420667    
  1983.3 0.8492267E-01 0.9360138E-01  9.790110      9.186667    
  1983.4 0.8075674E-01 0.8541760E-01  9.273424      8.793333    
  1984.1 0.8069456E-01 0.7871758E-01  9.399100      9.133333    
  1984.2 0.8067527E-01 0.7478733E-01  9.748413      9.843333    
  1984.3 0.7730956E-01 0.7451999E-01  11.00134      10.34333    
  1984.4 0.7389211E-01 0.7283015E-01  9.595058      8.973333    
  1985.1 0.6795000E-01 0.7279936E-01  8.772838      8.183333    
  1985.2 0.6573389E-01 0.7288834E-01  9.257574      7.523333    
  1985.3 0.6163818E-01 0.7210537E-01  9.693495      7.103333    
  1985.4 0.5980173E-01 0.7054201E-01  9.493480      7.146667    
  1986.1 0.6193475E-01 0.7015712E-01  7.868424      6.886667    
  1986.2 0.6114498E-01 0.7180384E-01  6.514608      6.130000    
  1986.3 0.6180927E-01 0.6991001E-01  6.585694      5.533333    
  1986.4 0.6524307E-01 0.6835172E-01  5.700494      5.340000    
  1987.1 0.6701126E-01 0.6620689E-01  6.357863      5.533333    
  1987.2 0.6635405E-01 0.6280795E-01  6.730083      5.733333    
  1987.3 0.6821335E-01 0.6014193E-01  6.066270      6.033333    
  1987.4 0.7321525E-01 0.5868976E-01  4.949801      6.003333    
  1988.1 0.7826332E-01 0.5727587E-01  3.567639      5.760000    
  1988.2 0.8325058E-01 0.5487146E-01  2.989421      6.230000    
  1988.3 0.8427796E-01 0.5492451E-01  2.818814      6.993333    
  1988.4 0.8183489E-01 0.5350265E-01  2.362952      7.703333    
  1989.1 0.7881726E-01 0.5215423E-01  2.321259      8.533333    
  1989.2 0.8000174E-01 0.5244464E-01  1.969520      8.440000    
  1989.3 0.7862604E-01 0.5277223E-01  1.104222      7.850000    
  1989.4 0.7779615E-01 0.5373561E-01 0.6564988      7.633333    
  1990.1 0.7707127E-01 0.5300361E-01  1.015169      7.756667    
  1990.2 0.7079543E-01 0.5337414E-01  2.224235      7.766667    
  1990.3 0.7047249E-01 0.5687498E-01  2.860262      7.493333    
  1990.4 0.7010505E-01 0.6113686E-01  3.340852      7.023333    
  1991.1 0.7235479E-01 0.6574073E-01  2.667650      6.053333    
  1991.2 0.8107568E-01 0.6823443E-01  1.378842      5.593333    
  1991.3 0.8767897E-01 0.6853392E-01  0.000000      5.406667    
  1991.4 0.9440901E-01 0.7096660E-01  0.000000      4.583333    
  1992.1 0.9806732E-01 0.7379080E-01  1.126584      3.910000    
  1992.2 0.9827214E-01 0.7594573E-01  1.474980      3.723333    
  1992.3 0.9920903E-01 0.7626478E-01 0.4067342      3.130000    
  1992.4 0.1023698     0.7406133E-01  0.000000      3.076667    
  1993.1 0.1038229     0.7149713E-01  0.000000      2.993333    
  1993.2 0.1028858     0.7068857E-01  0.000000      2.983333    
  1993.3 0.9940731E-01 0.6799552E-01 0.1127326      3.020000    
  1993.4 0.9689057E-01 0.6619143E-01 0.4085041      3.080000    
  1994.1 0.9236864E-01 0.6555817E-01  1.387010      3.250000    
  1994.2 0.8930319E-01 0.6165512E-01  1.562063      4.036667    
  1994.3 0.8598430E-01 0.6001291E-01  1.271685      4.510000    
  1994.4 0.8333027E-01 0.5619378E-01  1.478229      5.283333    
  1995.1 0.7803464E-01 0.5477964E-01  1.301286      5.780000    
  1995.2 0.7589130E-01 0.5674622E-01  1.202270      5.623333    
  1995.3 0.7723802E-01 0.5658385E-01 0.8440493      5.380000    
  1995.4 0.7855127E-01 0.5572015E-01 0.3654002      5.270000    
  1996.1 0.7626930E-01 0.5545427E-01 0.3210891      4.950000    
  1996.2 0.7427677E-01 0.5470120E-01 0.9430599      5.040000    
  1996.3 0.7124333E-01 0.5259294E-01  1.448333      5.136667    
  1996.4 0.6973769E-01 0.5310254E-01  1.544223      4.970000    
  1997.1 0.6548611E-01 0.5223738E-01  2.607422      5.063333    
  1997.2 0.6255053E-01 0.4974959E-01  3.337083      5.073333    
  1997.3 0.5876881E-01 0.4858023E-01  3.722790      5.056667    
  1997.4 0.5579556E-01 0.4680572E-01  3.874702      5.086667    
  1998.1 0.5370240E-01 0.4637954E-01  4.430518      5.053333    
  1998.2 0.5493919E-01 0.4414228E-01  4.474138      4.976667    
  1998.3 0.5749175E-01 0.4528502E-01  4.568050      4.823333    
  1998.4 0.6093769E-01 0.4429607E-01  4.608364      4.253333    
  1999.1 0.6498739E-01 0.4284456E-01  3.756857      4.406667    
  1999.2 0.6887023E-01 0.4248440E-01  3.115983      4.453333    
  1999.3 0.7480138E-01 0.4243400E-01  2.710954      4.650000    
  1999.4 0.7723053E-01 0.4077788E-01  2.685332      5.043333    
  2000.1 0.7477154E-01 0.4048765E-01  2.207755      5.520000    
  2000.2 0.7540612E-01 0.3947782E-01 0.7500522      5.713333    
  2000.3 0.7958902E-01 0.4030117E-01  0.000000      6.016667    
  2000.4 0.8459997E-01 0.3918419E-01  0.000000      6.016667    
  2001.1 0.7920539E-01 0.4230321E-01  1.238308      4.816667    
  2001.2 0.7395808E-01 0.4411448E-01  2.652835      3.660000    
  2001.3 0.6768534E-01 0.4819249E-01  3.267041      3.170000    
  2001.4 0.6229565E-01 0.5537421E-01  3.571039      1.906667    
  2002.1 0.5742598E-01 0.5705425E-01  4.193267      1.820000    
  2002.2 0.5253487E-01 0.5845793E-01  4.371080      1.716667    
  2002.3 0.5294012E-01 0.5732000E-01  4.128940      1.643333    
  2002.4 0.5203242E-01 0.5851777E-01  3.849736      1.333333    
  2003.1 0.4935501E-01 0.5873963E-01  3.920489      1.156667    
  2003.2 0.4780606E-01 0.6152488E-01  4.246925      1.043333    
  2003.3 0.4786634E-01 0.6107130E-01  4.512294     0.9300000    
  2003.4 0.5032859E-01 0.5820932E-01  4.252925     0.9166667    
  2004.1 0.5263621E-01 0.5687648E-01  4.033256     0.9166667    
  2004.2 0.5508235E-01 0.5595400E-01  3.524053      1.076667    
  2004.3 0.5425170E-01 0.5440757E-01  3.581075      1.486667    
  2004.4 0.5508264E-01 0.5396538E-01  3.850152      2.006667    
  2005.1 0.5585689E-01 0.5292068E-01  3.555223      2.536667    
  2005.2 0.5561562E-01 0.5115378E-01  3.436794      2.863333    
  2005.3 0.5896829E-01 0.4975337E-01  2.995336      3.360000    
  2005.4 0.6247172E-01 0.4964352E-01  2.229235      3.826667    
  2006.1 0.6029640E-01 0.4731667E-01  2.514210      4.393333    
  2006.2 0.6013200E-01 0.4666969E-01  3.058837      4.703333    
  2006.3 0.6079727E-01 0.4655398E-01  3.613101      4.906667    
  2006.4 0.6176953E-01 0.4466963E-01  3.764825      4.903333    
  2007.1 0.6386002E-01 0.4536088E-01  3.427808      4.983333    
  2007.2 0.6413502E-01 0.4507805E-01  2.859351      4.736667    
  2007.3 0.6404127E-01 0.4670151E-01  2.852678      4.303333    
  2007.4 0.6208787E-01 0.4813029E-01  3.340224      3.390000    
  2008.1 0.5721746E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5508441E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5244997E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5398314E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.5876406E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.6325241E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.6754033E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.7277446E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.7655425E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.7956626E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.8138163E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.8167541E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.7943483E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.7809303E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.7787934E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8366524E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8311423E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8085216E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.7968614E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7968963E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.8090769E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.8587427E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.8712357E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.8805001E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.9008393E-01 0.7353172E-01 0.5614180     0.2222305    
  2014.2 0.8885913E-01 0.7371212E-01 0.7867026     0.2267692    
  2014.3 0.9072932E-01 0.7344075E-01 0.8496257     0.2727381    
  2014.4 0.8834252E-01 0.7270034E-01  0.000000     0.3896289    
  2015.1 0.8625332E-01 0.7163268E-01 0.5053398     0.5446822    
  2015.2 0.8623258E-01 0.7041296E-01  1.039744     0.7056998    
  2015.3 0.8595400E-01 0.6919799E-01  1.164494     0.8622789    
  2015.4 0.8392134E-01 0.6810526E-01  1.105175      1.011500    
  2016.1 0.8143606E-01 0.6720077E-01 0.9914285      1.148466    
  2016.2 0.7915983E-01 0.6650839E-01 0.6358219      1.268463    
  2016.3 0.7947597E-01 0.6602361E-01 0.9754787      1.370028    
  2016.4 0.7833858E-01 0.6572500E-01  1.425883      1.454232    
  2017.1 0.7944347E-01 0.6557762E-01 0.9513790      1.523254    
  2017.2 0.8116931E-01 0.6554472E-01 0.5223403      1.579320    
  2017.3 0.8297494E-01 0.6559437E-01  0.000000      1.624370    
  2017.4 0.8172880E-01 0.6569973E-01  0.000000      1.660170    
  2018.1 0.8105996E-01 0.6583532E-01  0.000000      1.688692    
  2018.2 0.8230261E-01 0.6598118E-01 0.8520615E-01  1.711782    
  2018.3 0.8058250E-01 0.6612472E-01 0.1140813      1.730742    
  2018.4 0.7888192E-01 0.6625905E-01 0.3458708E-01  1.746369    
  2019.1 0.7674131E-01 0.6637441E-01  0.000000      1.759767    
  2019.2 0.7517722E-01 0.6646188E-01  0.000000      1.772234    
  2019.3 0.7673784E-01 0.6651811E-01 0.3704905      1.784603    
  2019.4 0.7610981E-01 0.6654506E-01 0.6713284      1.797049    
  2020.1 0.7910492E-01 0.6654177E-01 0.8801539E-01  1.809908    
  2020.2 0.7887392E-01 0.6650849E-01 0.2358678      1.823601    
  2020.3 0.7504283E-01 0.6644969E-01  1.011323      1.838160    
  2020.4 0.7961266E-01 0.6637212E-01  0.000000      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.487510466307E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     125 IER= 3 F=  0.444501466113E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.58441840218E-09 -0.38919974593E-09 -0.26788421445E-09

X VALUES

  0.44542164284E+00  0.90275211252E+00 -0.10749573192E-01

MEAN OF DEPENDENT VARIABLE   749999.223828366

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.445421643       0.023088990   19.29152
  2       1.100000000       0.902752113       0.070894564   12.73373
  3      -0.100000000      -0.010749573       0.068649467   -0.15659

SE of equation          =      0.014761195
Sum of squared residuals =  0.444501466E-01   0.237001804    
Sum of ABS residuals     =   1.09620478    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99962

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.272543059753E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     131 IER= 1 F=  0.181374072259E-01
IER =  1 NO IMPROVEMENT FOR ANY VALUE OF LAMDA TRIED

GRADIENT VALUES

 -0.53043914708E-09 -0.11947748185E-07 -0.12531642390E-07

X VALUES

  0.64125089757E+00  0.94733172307E+00  0.72825655908E-02

MEAN OF DEPENDENT VARIABLE   749999.246649748

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.641250898       0.016095756   39.83975
  2       1.100000000       0.947331723       0.071990629   13.15910
  3      -0.100000000       0.007282566       0.068648930    0.10608

SE of equation          =      0.009429149
Sum of squared residuals =  0.181374072E-01  -0.110995940    
Sum of ABS residuals     =  0.702986494    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99967

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.756287826325E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.716287000495E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.17370088168E-06  0.13454503062E-05  0.13815063338E-05

X VALUES

  0.46628552128E+00  0.10078546609E+01 -0.55944782590E-01

MEAN OF DEPENDENT VARIABLE   749999.273946750

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.466285521       0.026659684   17.49029
  2       1.100000000       1.007854661       0.072020191   13.99406
  3      -0.100000000      -0.055944783       0.070868590   -0.78942

SE of equation          =      0.019314920
Sum of squared residuals =  0.716287000E-01   0.571772174E-01
Sum of ABS residuals     =   1.43702046    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99996

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.508735873385E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     113 IER= 4 F=  0.454967689208E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.57972696441E-08 -0.14434600473E-07 -0.11693695811E-07

X VALUES

  0.56086085648E+00  0.10451965522E+01 -0.74378198545E-01

MEAN OF DEPENDENT VARIABLE   749999.268693168

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.560860856       0.019541622   28.70083
  2       1.100000000       1.045196552       0.070712547   14.78092
  3      -0.100000000      -0.074378199       0.068833274   -1.08056

SE of equation          =      0.014933967
Sum of squared residuals =  0.454967689E-01  -0.100108488    
Sum of ABS residuals     =   1.27152925    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98778

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.416568352832E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      91 IER= 4 F=  0.416456216141E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.15494935710E-03  0.11886542536E-04  0.10290557731E-04

X VALUES

  0.52109171092E+00  0.11855240179E+01 -0.22723812429E+00

MEAN OF DEPENDENT VARIABLE   749999.275212271

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.521091711       0.327835418    1.58949
  2       1.100000000       1.185524018       1.855961244    0.63877
  3      -0.100000000      -0.227238124       1.770405328   -0.12835

SE of equation          =      0.451824307
Sum of squared residuals =   41.6456216        7.10485119    
Sum of ABS residuals     =   8.80279053    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96728

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.222085912671E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.216770796894E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.39838944110E-06 -0.64607524516E-06 -0.56375669253E-06

X VALUES

  0.47418687424E+00  0.94268987047E+00 -0.21031263000E+00

MEAN OF DEPENDENT VARIABLE   749999.235984469

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.474186874       0.144044619    3.29194
  2       1.100000000       0.942689870       0.193782462    4.86468
  3      -0.100000000      -0.210312630       0.184826846   -1.13789

SE of equation          =      0.103082586
Sum of squared residuals =   2.16770797        2.76161794    
Sum of ABS residuals     =   5.42259194    
R squared                =    1.00000
Durbin-Watson statistic  =    1.86043

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.845576586215E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 3 F=  0.705798555981E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.29189668202E-09 -0.18173229858E-07 -0.11406132301E-07

X VALUES

  0.95847681541E+00  0.10197330289E+01 -0.28860013029E-01

MEAN OF DEPENDENT VARIABLE   749999.410567093

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.958476815       0.079994168   11.98183
  2       1.100000000       1.019733029       0.081589315   12.49836
  3      -0.100000000      -0.028860013       0.081599169   -0.35368

SE of equation          =      0.065602208
Sum of squared residuals =  0.705798556        1.29601300    
Sum of ABS residuals     =   5.05509827    
R squared                =    1.00000
Durbin-Watson statistic  =    1.87362

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.310396761734E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     118 IER= 4 F=  0.292036556913E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.11265672409E-06  0.16129864645E-06  0.40661093077E-07

X VALUES

  0.59106605646E+00  0.92126002060E+00 -0.17154577529E+00

MEAN OF DEPENDENT VARIABLE   749999.260276023

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.591066056       0.045893370   12.87912
  2       1.100000000       0.921260021       0.109649702    8.40185
  3      -0.100000000      -0.171545775       0.107781287   -1.59161

SE of equation          =      0.037835853
Sum of squared residuals =  0.292036557        1.46541485    
Sum of ABS residuals     =   3.58409078    
R squared                =    1.00000
Durbin-Watson statistic  =    1.59760

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.995949595802E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      89 IER= 4 F=  0.793647770255E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.34629781359E-07 -0.95909290829E-07  0.21360025271E-06

X VALUES

  0.42464786328E+00  0.64268641025E+00  0.47405127546E-01

MEAN OF DEPENDENT VARIABLE   749999.245079261

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.424647863       0.120666209    3.51919
  2       1.100000000       0.642686410       0.080347124    7.99887
  3      -0.100000000       0.047405128       0.079250327    0.59817

SE of equation          =      0.069565190
Sum of squared residuals =  0.793647770       0.791445343    
Sum of ABS residuals     =   4.35195847    
R squared                =    1.00000
Durbin-Watson statistic  =    1.86130

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.337711826709E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     114 IER= 4 F=  0.275682416614E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.44397206202E-08  0.26030721234E-06  0.87830856932E-07

X VALUES

  0.42823908508E-01  0.93337150648E+00  0.10163216280E-01

MEAN OF DEPENDENT VARIABLE   749999.272422179

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.042823909       0.107673176    0.39772
  2       1.100000000       0.933371506       0.090575042   10.30495
  3      -0.100000000       0.010163216       0.084859195    0.11977

SE of equation          =      0.042038018
Sum of squared residuals =  0.275682417        1.24828568    
Sum of ABS residuals     =   2.75069721    
R squared                =    1.00000
Durbin-Watson statistic  =    1.78047

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.671099302665E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     106 IER= 4 F=  0.524613271255E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.13425626081E-06  0.27881490725E-06 -0.80113231870E-07

X VALUES

  0.60172529499E+00  0.89356776297E+00 -0.45132568196E+00

MEAN OF DEPENDENT VARIABLE   749999.273147155

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.601725295       0.040682914   14.79061
  2       1.100000000       0.893567763       0.086923255   10.27996
  3      -0.100000000      -0.451325682       0.085974348   -5.24954

SE of equation          =      0.050711278
Sum of squared residuals =  0.524613271        1.40943390    
Sum of ABS residuals     =   4.84055848    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68892

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.734525509611E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.693376646613E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.39607234989E-11  0.30901142780E-11

X VALUES

  0.10161169961E+01 -0.13473082119E+00

MEAN OF DEPENDENT VARIABLE   749999.244386593

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.016116996       0.130095946    7.81052
  2      -0.100000000      -0.134730821       0.124156439   -1.08517

SE of equation          =      0.024448691
Sum of squared residuals =  0.693376647E-01   0.502375492    
Sum of ABS residuals     =   1.15586432    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68018

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.440683750356E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.436151814109E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.57034109237E-11  0.83576262005E-11

X VALUES

  0.10706271593E+01 -0.99629637470E-01

MEAN OF DEPENDENT VARIABLE   749999.289873199

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.070627159       0.080948633   13.22601
  2      -0.100000000      -0.099629637       0.081342947   -1.22481

SE of equation          =      0.046238502
Sum of squared residuals =  0.436151814        1.84881516    
Sum of ABS residuals     =   4.18856724    
R squared                =    1.00000
Durbin-Watson statistic  =    1.81910

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4976070E-01 0.5234225E-01 0.8530523      1.083667    
  1954.2 0.5559686E-01 0.5783462E-01  1.086558     0.8143333    
  1954.3 0.5874814E-01 0.5970489E-01  1.567479     0.8696667    
  1954.4 0.5684858E-01 0.5361334E-01  2.457953      1.036333    
  1955.1 0.5986567E-01 0.4710636E-01  2.194447      1.256333    
  1955.2 0.6490218E-01 0.4380454E-01  1.624358      1.614333    
  1955.3 0.6721881E-01 0.4109694E-01  1.183671      1.861333    
  1955.4 0.6977426E-01 0.4208878E-01 0.9669293      2.349333    
  1956.1 0.6940438E-01 0.4031458E-01 0.6686900      2.379333    
  1956.2 0.6345226E-01 0.4190614E-01  1.200157      2.596667    
  1956.3 0.5479569E-01 0.4128671E-01  2.264534      2.596667    
  1956.4 0.4726684E-01 0.4100540E-01  3.060087      3.063667    
  1957.1 0.3702772E-01 0.3946671E-01  4.160808      3.171667    
  1957.2 0.3271440E-01 0.4062513E-01  4.403405      3.157000    
  1957.3 0.3117821E-01 0.4207225E-01  4.460621      3.382333    
  1957.4 0.2741737E-01 0.4923487E-01  4.935650      3.343333    
  1958.1 0.2692384E-01 0.6275076E-01  6.008765      1.838000    
  1958.2 0.2470672E-01 0.7359928E-01  6.507034      1.017667    
  1958.3 0.2262215E-01 0.7309055E-01  6.506801      1.710667    
  1958.4 0.2199524E-01 0.6352766E-01  6.707315      2.787667    
  1959.1 0.2042692E-01 0.5798631E-01  6.464523      2.800333    
  1959.2 0.2141883E-01 0.5104500E-01  6.475888      3.019333    
  1959.3 0.3567354E-01 0.5287044E-01  5.343013      3.533000    
  1959.4 0.4153382E-01 0.5592834E-01  4.429827      4.299333    
  1960.1 0.4036604E-01 0.5159512E-01  4.014063      3.943000    
  1960.2 0.3816673E-01 0.5225835E-01  4.474772      3.092333    
  1960.3 0.4085276E-01 0.5549938E-01  4.329242      2.390333    
  1960.4 0.4205747E-01 0.6251647E-01  3.892848      2.360667    
  1961.1 0.4358623E-01 0.6773354E-01  3.957898      2.376667    
  1961.2 0.4399247E-01 0.6971717E-01  3.666577      2.324667    
  1961.3 0.4585088E-01 0.6749309E-01  3.294396      2.324667    
  1961.4 0.4680458E-01 0.6171891E-01  2.494413      2.475000    
  1962.1 0.4431739E-01 0.5614436E-01  3.098828      2.739000    
  1962.2 0.4354810E-01 0.5482584E-01  3.862615      2.716000    
  1962.3 0.3959788E-01 0.5539051E-01  4.362632      2.858000    
  1962.4 0.3462004E-01 0.5505923E-01  4.912054      2.803333    
  1963.1 0.3459217E-01 0.5779253E-01  4.909903      2.909000    
  1963.2 0.3763508E-01 0.5680856E-01  4.664094      2.941333    
  1963.3 0.4035859E-01 0.5493742E-01  3.930036      3.280667    
  1963.4 0.4073090E-01 0.5572673E-01  3.884328      3.499333    
  1964.1 0.4457069E-01 0.5457706E-01  4.022691      3.538000    
  1964.2 0.5657887E-01 0.5220257E-01  1.442498      3.481333    
  1964.3 0.5475489E-01 0.4989598E-01 0.2271194      3.504000    
  1964.4 0.4766360E-01 0.4953597E-01  2.829822      3.685000    
  1965.1 0.4135998E-01 0.4871666E-01  5.298029      3.899667    
  1965.2 0.3795133E-01 0.4655354E-01  5.534441      3.879000    
  1965.3 0.2963387E-01 0.4351989E-01  5.737077      3.859667    
  1965.4 0.2021092E-01 0.4102298E-01  7.012706      4.158667    
  1966.1 0.1626758E-01 0.3848268E-01  8.831967      4.630667    
  1966.2 0.1255497E-01 0.3807639E-01  9.295057      4.597333    
  1966.3 0.1304934E-01 0.3750700E-01  8.671874      5.047667    
  1966.4 0.2170152E-01 0.3683286E-01  7.893805      5.246000    
  1967.1 0.2966427E-01 0.3809930E-01  6.820557      4.533667    
  1967.2 0.3763472E-01 0.3806934E-01  6.522271      3.657333    
  1967.3 0.4277714E-01 0.3784696E-01  6.836745      4.344667    
  1967.4 0.4705326E-01 0.3915978E-01  7.386311      4.787333    
  1968.1 0.4775568E-01 0.3728355E-01  6.708848      5.064667    
  1968.2 0.4425932E-01 0.3537721E-01  6.715203      5.510000    
  1968.3 0.4251106E-01 0.3510557E-01  7.262929      5.226333    
  1968.4 0.4948721E-01 0.3392130E-01  4.884177      5.580667    
  1969.1 0.5149439E-01 0.3376971E-01  3.589172      6.137667    
  1969.2 0.5540174E-01 0.3424592E-01  3.774701      6.240000    
  1969.3 0.5771878E-01 0.3590757E-01  4.468190      7.046667    
  1969.4 0.6129650E-01 0.3581941E-01  5.041099      7.317667    
  1970.1 0.6055707E-01 0.4159508E-01  4.621105      7.262667    
  1970.2 0.5941252E-01 0.4746577E-01  4.679191      6.752333    
  1970.3 0.5696302E-01 0.5169088E-01  5.607249      6.374667    
  1970.4 0.5362718E-01 0.5802797E-01  6.870943      5.358333    
  1971.1 0.4633990E-01 0.5914467E-01  6.688515      3.863333    
  1971.2 0.4124330E-01 0.5907857E-01  6.718687      4.206000    
  1971.3 0.4068692E-01 0.5983336E-01  6.604589      5.050333    
  1971.4 0.4021567E-01 0.5954344E-01  6.692952      4.234333    
  1972.1 0.4172687E-01 0.5768041E-01  6.386961      3.435333    
  1972.2 0.4400342E-01 0.5658509E-01  5.689840      3.748333    
  1972.3 0.4902277E-01 0.5584112E-01  5.410039      4.241333    
  1972.4 0.5540702E-01 0.5304486E-01  4.577538      4.851333    
  1973.1 0.5821802E-01 0.4950510E-01  4.159142      5.639667    
  1973.2 0.5576790E-01 0.4889844E-01  5.435182      6.608333    
  1973.3 0.5437687E-01 0.4793204E-01  6.853136      8.388333    
  1973.4 0.6037293E-01 0.4769321E-01  4.823356      7.461667    
  1974.1 0.6570439E-01 0.5085049E-01  3.327530      7.600333    
  1974.2 0.7106753E-01 0.5161500E-01  3.343712      8.268000    
  1974.3 0.8036113E-01 0.5583721E-01  3.742543      8.286333    
  1974.4 0.8500457E-01 0.6556479E-01  3.733562      7.336000    
  1975.1 0.8697037E-01 0.8217515E-01  3.576395      5.873333    
  1975.2 0.8611064E-01 0.8828988E-01  3.138511      5.400667    
  1975.3 0.8711818E-01 0.8467753E-01  3.189813      6.336667    
  1975.4 0.8577026E-01 0.8259670E-01  2.467592      5.684333    
  1976.1 0.8337506E-01 0.7723461E-01  3.019862      4.953333    
  1976.2 0.8786003E-01 0.7526804E-01  1.554000      5.168667    
  1976.3 0.8243418E-01 0.7700112E-01  1.043062      5.168667    
  1976.4 0.7112066E-01 0.7733424E-01  3.728013      4.698000    
  1977.1 0.6008570E-01 0.7493048E-01  5.848396      4.624000    
  1977.2 0.5054459E-01 0.7104693E-01  6.888671      4.828667    
  1977.3 0.4029570E-01 0.6864221E-01  7.751460      5.472000    
  1977.4 0.3636950E-01 0.6612385E-01  8.591463      6.137000    
  1978.1 0.3436033E-01 0.6326666E-01  9.563094      6.408000    
  1978.2 0.3655297E-01 0.5999476E-01  10.30414      6.481000    
  1978.3 0.3864640E-01 0.6021465E-01  11.37492      7.315333    
  1978.4 0.4171936E-01 0.5883992E-01  9.705416      8.680333    
  1979.1 0.4426690E-01 0.5877879E-01  8.698536      9.357667    
  1979.2 0.4851584E-01 0.5714052E-01  8.856314      9.372333    
  1979.3 0.5515144E-01 0.5868435E-01  8.933949      9.631333    
  1979.4 0.6318894E-01 0.5940129E-01  11.43149      11.80367    
  1980.1 0.6875016E-01 0.6296949E-01  11.04683      13.45867    
  1980.2 0.7853711E-01 0.7323656E-01  7.549058      10.04933    
  1980.3 0.8062860E-01 0.7680771E-01  8.017092      9.235333    
  1980.4 0.7594826E-01 0.7398623E-01  13.57811      13.70967    
  1981.1 0.7185258E-01 0.7426606E-01  15.16943      14.36900    
  1981.2 0.7444285E-01 0.7398937E-01  17.46996      14.82900    
  1981.3 0.8001206E-01 0.7417361E-01  15.91811      15.08733    
  1981.4 0.8620559E-01 0.8241053E-01  14.41085      12.02267    
  1982.1 0.9956047E-01 0.8843563E-01  16.58940      12.89500    
  1982.2 0.1044139     0.9425762E-01  17.52691      12.35900    
  1982.3 0.1018511     0.9942961E-01  15.16103      9.705333    
  1982.4 0.1013458     0.1067659      12.29180      7.935000    
  1983.1 0.9948610E-01 0.1039701      12.21623      8.081333    
  1983.2 0.9518182E-01 0.1010214      12.85301      8.420667    
  1983.3 0.9263016E-01 0.9360138E-01  11.98790      9.186667    
  1983.4 0.9490036E-01 0.8541760E-01  10.43883      8.793333    
  1984.1 0.9794133E-01 0.7871758E-01  8.782883      9.133333    
  1984.2 0.9880550E-01 0.7478733E-01  8.139223      9.843333    
  1984.3 0.9507043E-01 0.7451999E-01  8.005338      10.34333    
  1984.4 0.8962971E-01 0.7283015E-01  7.645152      8.973333    
  1985.1 0.8145404E-01 0.7279936E-01  7.713490      8.183333    
  1985.2 0.7246656E-01 0.7288834E-01  8.322243      7.523333    
  1985.3 0.6408093E-01 0.7210537E-01  8.887342      7.103333    
  1985.4 0.5966849E-01 0.7054201E-01  9.004633      7.146667    
  1986.1 0.6490024E-01 0.7015712E-01  8.253824      6.886667    
  1986.2 0.6044493E-01 0.7180384E-01  8.410450      6.130000    
  1986.3 0.4862503E-01 0.6991001E-01  9.900462      5.533333    
  1986.4 0.4312194E-01 0.6835172E-01  9.619568      5.340000    
  1987.1 0.4452536E-01 0.6620689E-01  8.710473      5.533333    
  1987.2 0.4789556E-01 0.6280795E-01  7.782036      5.733333    
  1987.3 0.5194106E-01 0.6014193E-01  6.801826      6.033333    
  1987.4 0.5290923E-01 0.5868976E-01  6.269292      6.003333    
  1988.1 0.5598793E-01 0.5727587E-01  6.108127      5.760000    
  1988.2 0.5667247E-01 0.5487146E-01  5.856477      6.230000    
  1988.3 0.5621369E-01 0.5492451E-01  5.659017      6.993333    
  1988.4 0.5152982E-01 0.5350265E-01  5.709828      7.703333    
  1989.1 0.4573008E-01 0.5215423E-01  5.723809      8.533333    
  1989.2 0.4191986E-01 0.5244464E-01  5.936378      8.440000    
  1989.3 0.4270398E-01 0.5277223E-01  5.565472      7.850000    
  1989.4 0.4415061E-01 0.5373561E-01  4.835574      7.633333    
  1990.1 0.4389295E-01 0.5300361E-01  4.976480      7.756667    
  1990.2 0.4426548E-01 0.5337414E-01  5.389060      7.766667    
  1990.3 0.4742954E-01 0.5687498E-01  5.428183      7.493333    
  1990.4 0.5129768E-01 0.6113686E-01  5.109215      7.023333    
  1991.1 0.6086816E-01 0.6574073E-01  4.365151      6.053333    
  1991.2 0.6128841E-01 0.6823443E-01  4.558392      5.593333    
  1991.3 0.5484382E-01 0.6853392E-01  5.319946      5.406667    
  1991.4 0.5624931E-01 0.7096660E-01  4.224143      4.583333    
  1992.1 0.5739482E-01 0.7379080E-01  4.242970      3.910000    
  1992.2 0.6060521E-01 0.7594573E-01  4.870443      3.723333    
  1992.3 0.6083151E-01 0.7626478E-01  6.070075      3.130000    
  1992.4 0.6158252E-01 0.7406133E-01  4.684635      3.076667    
  1993.1 0.6593172E-01 0.7149713E-01  2.702600      2.993333    
  1993.2 0.7003472E-01 0.7068857E-01  1.212014      2.983333    
  1993.3 0.7589251E-01 0.6799552E-01 0.6761671      3.020000    
  1993.4 0.8411069E-01 0.6619143E-01  0.000000      3.080000    
  1994.1 0.8725135E-01 0.6555817E-01  0.000000      3.250000    
  1994.2 0.8668758E-01 0.6165512E-01  0.000000      4.036667    
  1994.3 0.8765314E-01 0.6001291E-01  0.000000      4.510000    
  1994.4 0.8754075E-01 0.5619378E-01  0.000000      5.283333    
  1995.1 0.8402410E-01 0.5477964E-01  0.000000      5.780000    
  1995.2 0.7829017E-01 0.5674622E-01 0.2692334      5.623333    
  1995.3 0.7673359E-01 0.5658385E-01 0.3765430      5.380000    
  1995.4 0.7363708E-01 0.5572015E-01  0.000000      5.270000    
  1996.1 0.6849395E-01 0.5545427E-01 0.2779148      4.950000    
  1996.2 0.7100034E-01 0.5470120E-01 0.3358925      5.040000    
  1996.3 0.7216684E-01 0.5259294E-01  0.000000      5.136667    
  1996.4 0.7327699E-01 0.5310254E-01  0.000000      4.970000    
  1997.1 0.7183122E-01 0.5223738E-01 0.9841920E-01  5.063333    
  1997.2 0.6786715E-01 0.4974959E-01 0.4937111      5.073333    
  1997.3 0.6213761E-01 0.4858023E-01  1.277534      5.056667    
  1997.4 0.5974205E-01 0.4680572E-01  1.634403      5.086667    
  1998.1 0.5830062E-01 0.4637954E-01  2.234558      5.053333    
  1998.2 0.6294431E-01 0.4414228E-01 0.1652674      4.976667    
  1998.3 0.5664954E-01 0.4528502E-01  0.000000      4.823333    
  1998.4 0.4786877E-01 0.4429607E-01  2.586147      4.253333    
  1999.1 0.4167620E-01 0.4284456E-01  4.087995      4.406667    
  1999.2 0.4056870E-01 0.4248440E-01  3.985382      4.453333    
  1999.3 0.4247165E-01 0.4243400E-01  2.978483      4.650000    
  1999.4 0.4420462E-01 0.4077788E-01  2.677745      5.043333    
  2000.1 0.4517062E-01 0.4048765E-01  3.533221      5.520000    
  2000.2 0.5208034E-01 0.3947782E-01  2.939476      5.713333    
  2000.3 0.6006774E-01 0.4030117E-01  1.691589      6.016667    
  2000.4 0.6264357E-01 0.3918419E-01  1.441902      6.016667    
  2001.1 0.6304524E-01 0.4230321E-01  2.933626      4.816667    
  2001.2 0.6399459E-01 0.4411448E-01  3.786766      3.660000    
  2001.3 0.6521599E-01 0.4819249E-01  3.431642      3.170000    
  2001.4 0.6705822E-01 0.5537421E-01  3.102005      1.906667    
  2002.1 0.6399246E-01 0.5705425E-01  3.991811      1.820000    
  2002.2 0.5955371E-01 0.5845793E-01  4.540613      1.716667    
  2002.3 0.5959470E-01 0.5732000E-01  4.649741      1.643333    
  2002.4 0.5602596E-01 0.5851777E-01  3.790845      1.333333    
  2003.1 0.5571419E-01 0.5873963E-01  3.940903      1.156667    
  2003.2 0.5551012E-01 0.6152488E-01  4.107283      1.043333    
  2003.3 0.5542687E-01 0.6107130E-01  4.137926     0.9300000    
  2003.4 0.5301114E-01 0.5820932E-01  4.286022     0.9166667    
  2004.1 0.5145419E-01 0.5687648E-01  3.973404     0.9166667    
  2004.2 0.5160662E-01 0.5595400E-01  3.778097      1.076667    
  2004.3 0.5215169E-01 0.5440757E-01  3.854243      1.486667    
  2004.4 0.5408539E-01 0.5396538E-01  3.986196      2.006667    
  2005.1 0.5877078E-01 0.5292068E-01  3.746998      2.536667    
  2005.2 0.5720146E-01 0.5115378E-01  4.346314      2.863333    
  2005.3 0.5717978E-01 0.4975337E-01  4.860084      3.360000    
  2005.4 0.5412128E-01 0.4964352E-01  5.463851      3.826667    
  2006.1 0.5324454E-01 0.4731667E-01  4.698061      4.393333    
  2006.2 0.5553149E-01 0.4666969E-01  4.215459      4.703333    
  2006.3 0.5631557E-01 0.4655398E-01  4.136848      4.906667    
  2006.4 0.5711748E-01 0.4466963E-01  3.672359      4.903333    
  2007.1 0.5744708E-01 0.4536088E-01  3.348280      4.983333    
  2007.2 0.5556394E-01 0.4507805E-01  3.220305      4.736667    
  2007.3 0.5510483E-01 0.4670151E-01  3.963075      4.303333    
  2007.4 0.5201298E-01 0.4813029E-01  5.366087      3.390000    
  2008.1 0.5181161E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5369333E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5499956E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6066238E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6790007E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7324529E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8022783E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8196347E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8167132E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8743597E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9374283E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9794566E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1043621     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1017104     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9289438E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8948233E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8396480E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8028164E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.7566328E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7484594E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7211984E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7421232E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7500012E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7565386E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7615276E-01 0.7353172E-01  1.188899     0.2222305    
  2014.2 0.7660774E-01 0.7371212E-01  1.704196     0.2267692    
  2014.3 0.7994540E-01 0.7344075E-01 0.8728167     0.2727381    
  2014.4 0.8670500E-01 0.7270034E-01  0.000000     0.3896289    
  2015.1 0.9645408E-01 0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1050555     0.7041296E-01  0.000000     0.7056998    
  2015.3 0.1059303     0.6919799E-01 0.7643291     0.8622789    
  2015.4 0.1038734     0.6810526E-01  0.000000      1.011500    
  2016.1 0.9900909E-01 0.6720077E-01  0.000000      1.148466    
  2016.2 0.9608724E-01 0.6650839E-01 0.4732345      1.268463    
  2016.3 0.9299372E-01 0.6602361E-01 0.9335103      1.370028    
  2016.4 0.8884821E-01 0.6572500E-01  1.130946      1.454232    
  2017.1 0.8853712E-01 0.6557762E-01 0.7163713      1.523254    
  2017.2 0.8837260E-01 0.6554472E-01 0.2838501      1.579320    
  2017.3 0.8742271E-01 0.6559437E-01 0.1636741      1.624370    
  2017.4 0.8551399E-01 0.6569973E-01  0.000000      1.660170    
  2018.1 0.8769344E-01 0.6583532E-01  0.000000      1.688692    
  2018.2 0.8962204E-01 0.6598118E-01  0.000000      1.711782    
  2018.3 0.9146246E-01 0.6612472E-01  0.000000      1.730742    
  2018.4 0.9001097E-01 0.6625905E-01  0.000000      1.746369    
  2019.1 0.9011379E-01 0.6637441E-01 0.4617505      1.759767    
  2019.2 0.9038773E-01 0.6646188E-01 0.5677932      1.772234    
  2019.3 0.8810631E-01 0.6651811E-01 0.5765475      1.784603    
  2019.4 0.8506407E-01 0.6654506E-01 0.9256792      1.797049    
  2020.1 0.8638150E-01 0.6654177E-01 0.4818562      1.809908    
  2020.2 0.8392047E-01 0.6650849E-01 0.7225664      1.823601    
  2020.3 0.7766447E-01 0.6644969E-01  1.635312      1.838160    
  2020.4 0.8122829E-01 0.6637212E-01  0.000000      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.288606286773E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     142 IER= 4 F=  0.267013164017E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.26565944164E-07  0.11669724063E-07  0.10313926637E-07

X VALUES

  0.52792687797E+00  0.89132404017E+00  0.43836001155E-01

MEAN OF DEPENDENT VARIABLE   749999.224519678

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.527926878       0.021231372   24.86541
  2       1.100000000       0.891324040       0.072086710   12.36461
  3      -0.100000000       0.043836001       0.069561517    0.63018

SE of equation          =      0.011440665
Sum of squared residuals =  0.267013164E-01  -0.813009125E-01
Sum of ABS residuals     =  0.884217092    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98237

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.250642682561E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     125 IER= 4 F=  0.159784670530E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.53066623226E-06 -0.20354434229E-06 -0.15916956084E-06

X VALUES

  0.64843104249E+00  0.11083453034E+01 -0.16836134532E+00

MEAN OF DEPENDENT VARIABLE   749999.242308518

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.648431042       0.021299761   30.44311
  2       1.100000000       1.108345303       0.069744451   15.89152
  3      -0.100000000      -0.168361345       0.064823253   -2.59724

SE of equation          =      0.008850188
Sum of squared residuals =  0.159784671E-01   0.269667069E-01
Sum of ABS residuals     =  0.669411988    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99875

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.592999511556E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      87 IER= 4 F=  0.552265566508E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.35743701980E-04  0.15205888079E-05  0.33520017336E-05

X VALUES

  0.51849605082E+00  0.11323169584E+01 -0.19150926590E+00

MEAN OF DEPENDENT VARIABLE   749999.272664118

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.518496051       0.028779108   18.01640
  2       1.100000000       1.132316958       0.072118495   15.70078
  3      -0.100000000      -0.191509266       0.070328440   -2.72307

SE of equation          =      0.016959903
Sum of squared residuals =  0.552265567E-01   0.790954869E-01
Sum of ABS residuals     =   1.17490493    
R squared                =    1.00000
Durbin-Watson statistic  =    1.90999

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.423288192321E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.379063939093E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.55628226038E-06  0.61435602548E-05  0.61277569271E-05

X VALUES

  0.48133097839E+00  0.11923558347E+01 -0.21890417256E+00

MEAN OF DEPENDENT VARIABLE   749999.278227674

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.481330978       0.011736134   41.01274
  2       1.100000000       1.192355835       0.069841858   17.07222
  3      -0.100000000      -0.218904173       0.067927439   -3.22262

SE of equation          =      0.013631422
Sum of squared residuals =  0.379063939E-01   0.496993046E-01
Sum of ABS residuals     =   1.14045582    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99749

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.401859546872E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      86 IER= 4 F=  0.401795123753E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.72784595310E-04  0.84454673301E-05  0.93004392042E-05

X VALUES

  0.51141080044E+00  0.11607449005E+01 -0.18998892709E+00

MEAN OF DEPENDENT VARIABLE   749999.272128144

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.511410800       0.368558288    1.38760
  2       1.100000000       1.160744901       1.697179844    0.68393
  3      -0.100000000      -0.189988927       1.639947722   -0.11585

SE of equation          =      0.443799948
Sum of squared residuals =   40.1795124        6.65935963    
Sum of ABS residuals     =   8.75868211    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96905

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.297534140481E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      85 IER= 3 F=  0.294527616286E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.40786461319E-07 -0.44641067812E-07 -0.20209481365E-06

X VALUES

  0.55339034966E+00  0.11039292300E+01 -0.26450465118E+00

MEAN OF DEPENDENT VARIABLE   749999.227103378

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.553390350       0.184870737    2.99339
  2       1.100000000       1.103929230       0.229666773    4.80666
  3      -0.100000000      -0.264504651       0.229955826   -1.15024

SE of equation          =      0.120156682
Sum of squared residuals =   2.94527616        2.32429506    
Sum of ABS residuals     =   5.37824676    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95959

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.998987725125E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      76 IER= 4 F=  0.951165447420E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.86110785470E-05 -0.20011084528E-04 -0.19233432103E-04

X VALUES

  0.76020311929E+00  0.10671768139E+01 -0.94288124781E-01

MEAN OF DEPENDENT VARIABLE   749999.327445857

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.760203119       0.117211315    6.48575
  2       1.100000000       1.067176814       0.080271278   13.29463
  3      -0.100000000      -0.094288125       0.080163203   -1.17620

SE of equation          =      0.076156348
Sum of squared residuals =  0.951165447       0.768742982    
Sum of ABS residuals     =   5.78514499    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92672

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.741443158836E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      79 IER= 4 F=  0.693984740021E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.13663518926E-04  0.24507613549E-05  0.27335224396E-05

X VALUES

  0.50735149788E+00  0.77184855660E+00 -0.17047669602E+00

MEAN OF DEPENDENT VARIABLE   749999.256919677

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.507351498       0.060282515    8.41623
  2       1.100000000       0.771848557       0.144233500    5.35138
  3      -0.100000000      -0.170476696       0.141317903   -1.20633

SE of equation          =      0.058325689
Sum of squared residuals =  0.693984740        1.69368682    
Sum of ABS residuals     =   4.18543158    
R squared                =    1.00000
Durbin-Watson statistic  =    1.76170

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.666473424519E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      91 IER= 4 F=  0.533449342035E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.39165744663E-07  0.80617817355E-06  0.47346212662E-06

X VALUES

  0.84778140378E+00  0.70919747642E+00  0.13544524852E+00

MEAN OF DEPENDENT VARIABLE   749999.228966434

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.847781404       0.101823116    8.32602
  2       1.100000000       0.709197476       0.081305971    8.72258
  3      -0.100000000       0.135445249       0.085560458    1.58304

SE of equation          =      0.057032797
Sum of squared residuals =  0.533449342       0.143971359    
Sum of ABS residuals     =   3.76501740    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97824

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.678040040303E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     113 IER= 4 F=  0.602259813744E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.14977566061E-06 -0.16965412001E-06  0.12118011474E-06

X VALUES

  0.11628022211E+00  0.91594006339E+00 -0.10870917062E+00

MEAN OF DEPENDENT VARIABLE   749999.236468185

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.116280222       0.166372552    0.69891
  2       1.100000000       0.915940063       0.100772143    9.08922
  3      -0.100000000      -0.108709171       0.102089164   -1.06485

SE of equation          =      0.062134047
Sum of squared residuals =  0.602259814       0.699131670    
Sum of ABS residuals     =   3.54453209    
R squared                =    1.00000
Durbin-Watson statistic  =    1.84395

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.685589741004E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      90 IER= 4 F=  0.521107449878E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.20777754121E-04 -0.13185751165E-04  0.17499567371E-04

X VALUES

  0.68703589731E+00  0.10201600761E+01 -0.54525761072E+00

MEAN OF DEPENDENT VARIABLE   749999.272812620

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.687035897       0.048421059   14.18878
  2       1.100000000       1.020160076       0.094257079   10.82317
  3      -0.100000000      -0.545257611       0.094105073   -5.79414

SE of equation          =      0.050541550
Sum of squared residuals =  0.521107450        1.39459893    
Sum of ABS residuals     =   4.72163011    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69861

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.732328941338E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.670897160130E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.40090904633E-11  0.50356193815E-11

X VALUES

  0.95193453031E+00 -0.68898117373E-01

MEAN OF DEPENDENT VARIABLE   749999.249780176

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.951934530       0.143889263    6.61574
  2      -0.100000000      -0.068898117       0.131619841   -0.52346

SE of equation          =      0.024049109
Sum of squared residuals =  0.670897160E-01   0.809975231    
Sum of ABS residuals     =   1.18814650    
R squared                =    1.00000
Durbin-Watson statistic  =    1.44592

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.304750163789E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.298012512611E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.27916727405E-11 -0.71055342886E-11

X VALUES

  0.99422741114E+00 -0.39061912150E-01

MEAN OF DEPENDENT VARIABLE   749999.227837883

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.994227411       0.094098451   10.56582
  2      -0.100000000      -0.039061912       0.092502421   -0.42228

SE of equation          =      0.038221011
Sum of squared residuals =  0.298012513        1.11598821    
Sum of ABS residuals     =   3.65262162    
R squared                =    1.00000
Durbin-Watson statistic  =    1.63891

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4382129E-01 0.5234225E-01 0.7363233      1.083667    
  1954.2 0.4835283E-01 0.5783462E-01 0.6130230     0.8143333    
  1954.3 0.5423614E-01 0.5970489E-01 0.3802042     0.8696667    
  1954.4 0.5671590E-01 0.5361334E-01 0.3585476E-01  1.036333    
  1955.1 0.5718282E-01 0.4710636E-01 0.3339274      1.256333    
  1955.2 0.5661785E-01 0.4380454E-01 0.3325415      1.614333    
  1955.3 0.5317500E-01 0.4109694E-01 0.4948735      1.861333    
  1955.4 0.4732375E-01 0.4208878E-01  1.310788      2.349333    
  1956.1 0.4561862E-01 0.4031458E-01  1.563148      2.379333    
  1956.2 0.3892508E-01 0.4190614E-01  2.549149      2.596667    
  1956.3 0.3406199E-01 0.4128671E-01  3.865318      2.596667    
  1956.4 0.3773568E-01 0.4100540E-01  1.715437      3.063667    
  1957.1 0.3956116E-01 0.3946671E-01 0.9168676      3.171667    
  1957.2 0.4559598E-01 0.4062513E-01 0.8583678      3.157000    
  1957.3 0.5175822E-01 0.4207225E-01 0.7975439      3.382333    
  1957.4 0.5327799E-01 0.4923487E-01 0.8193675      3.343333    
  1958.1 0.5621836E-01 0.6275076E-01  1.397601      1.838000    
  1958.2 0.5922520E-01 0.7359928E-01  1.812424      1.017667    
  1958.3 0.5987335E-01 0.7309055E-01  2.891625      1.710667    
  1958.4 0.6028349E-01 0.6352766E-01  1.637715      2.787667    
  1959.1 0.6515720E-01 0.5798631E-01 0.2938346      2.800333    
  1959.2 0.6847729E-01 0.5104500E-01  0.000000      3.019333    
  1959.3 0.8388971E-01 0.5287044E-01  0.000000      3.533000    
  1959.4 0.9068503E-01 0.5592834E-01  0.000000      4.299333    
  1960.1 0.9908588E-01 0.5159512E-01  0.000000      3.943000    
  1960.2 0.1028685     0.5225835E-01  0.000000      3.092333    
  1960.3 0.1039567     0.5549938E-01  0.000000      2.390333    
  1960.4 0.1021748     0.6251647E-01  0.000000      2.360667    
  1961.1 0.9969075E-01 0.6773354E-01  0.000000      2.376667    
  1961.2 0.9687560E-01 0.6971717E-01  0.000000      2.324667    
  1961.3 0.9007400E-01 0.6749309E-01 0.2362723      2.324667    
  1961.4 0.8009362E-01 0.6171891E-01  1.220844      2.475000    
  1962.1 0.6689129E-01 0.5614436E-01  1.701844      2.739000    
  1962.2 0.5827700E-01 0.5482584E-01  2.230004      2.716000    
  1962.3 0.5469368E-01 0.5539051E-01  2.362814      2.858000    
  1962.4 0.5258626E-01 0.5505923E-01  2.374732      2.803333    
  1963.1 0.5225363E-01 0.5779253E-01  1.655368      2.909000    
  1963.2 0.5399220E-01 0.5680856E-01 0.6207768      2.941333    
  1963.3 0.5642122E-01 0.5493742E-01 0.4251244      3.280667    
  1963.4 0.6159363E-01 0.5572673E-01  0.000000      3.499333    
  1964.1 0.6149605E-01 0.5457706E-01 0.3065777      3.538000    
  1964.2 0.6363743E-01 0.5220257E-01 0.9613321      3.481333    
  1964.3 0.6617982E-01 0.4989598E-01  1.166440      3.504000    
  1964.4 0.6885012E-01 0.4953597E-01  1.242738      3.685000    
  1965.1 0.7580133E-01 0.4871666E-01  1.118555      3.899667    
  1965.2 0.8021941E-01 0.4655354E-01 0.4750605E-01  3.879000    
  1965.3 0.8377496E-01 0.4351989E-01  0.000000      3.859667    
  1965.4 0.8543871E-01 0.4102298E-01  0.000000      4.158667    
  1966.1 0.8630087E-01 0.3848268E-01  0.000000      4.630667    
  1966.2 0.8641098E-01 0.3807639E-01  0.000000      4.597333    
  1966.3 0.8620183E-01 0.3750700E-01  0.000000      5.047667    
  1966.4 0.8152018E-01 0.3683286E-01 0.3773708      5.246000    
  1967.1 0.7727076E-01 0.3809930E-01  1.512394      4.533667    
  1967.2 0.7471115E-01 0.3806934E-01  2.145469      3.657333    
  1967.3 0.7185907E-01 0.3784696E-01  2.286954      4.344667    
  1967.4 0.6842116E-01 0.3915978E-01  2.861189      4.787333    
  1968.1 0.6592253E-01 0.3728355E-01  2.742434      5.064667    
  1968.2 0.5883220E-01 0.3537721E-01  3.471513      5.510000    
  1968.3 0.5067425E-01 0.3510557E-01  4.866873      5.226333    
  1968.4 0.5468836E-01 0.3392130E-01  2.999868      5.580667    
  1969.1 0.5828839E-01 0.3376971E-01  2.031634      6.137667    
  1969.2 0.6222472E-01 0.3424592E-01  1.578354      6.240000    
  1969.3 0.6983937E-01 0.3590757E-01  1.025241      7.046667    
  1969.4 0.7749798E-01 0.3581941E-01  0.000000      7.317667    
  1970.1 0.8133868E-01 0.4159508E-01 0.3710732E-01  7.262667    
  1970.2 0.7825889E-01 0.4746577E-01 0.8237312      6.752333    
  1970.3 0.7658059E-01 0.5169088E-01  1.665863      6.374667    
  1970.4 0.6889757E-01 0.5802797E-01  1.298674      5.358333    
  1971.1 0.6701534E-01 0.5914467E-01  1.202274      3.863333    
  1971.2 0.6485045E-01 0.5907857E-01  1.565004      4.206000    
  1971.3 0.6039558E-01 0.5983336E-01  2.045310      5.050333    
  1971.4 0.5577701E-01 0.5954344E-01  2.389688      4.234333    
  1972.1 0.5085110E-01 0.5768041E-01  2.676361      3.435333    
  1972.2 0.4982393E-01 0.5658509E-01  3.448742      3.748333    
  1972.3 0.5372444E-01 0.5584112E-01  3.647897      4.241333    
  1972.4 0.5651994E-01 0.5304486E-01  3.552367      4.851333    
  1973.1 0.5843225E-01 0.4950510E-01  3.452695      5.639667    
  1973.2 0.6149943E-01 0.4889844E-01  3.837344      6.608333    
  1973.3 0.6077935E-01 0.4793204E-01  4.241311      8.388333    
  1973.4 0.5926571E-01 0.4769321E-01  4.535696      7.461667    
  1974.1 0.5726311E-01 0.5085049E-01  5.629027      7.600333    
  1974.2 0.5657296E-01 0.5161500E-01  6.810937      8.268000    
  1974.3 0.6065658E-01 0.5583721E-01  7.841021      8.286333    
  1974.4 0.6268588E-01 0.6556479E-01  6.907271      7.336000    
  1975.1 0.6473813E-01 0.8217515E-01  6.136460      5.873333    
  1975.2 0.6565019E-01 0.8828988E-01  6.099322      5.400667    
  1975.3 0.6985231E-01 0.8467753E-01  6.208286      6.336667    
  1975.4 0.7066560E-01 0.8259670E-01  5.475396      5.684333    
  1976.1 0.6752379E-01 0.7723461E-01  5.198816      4.953333    
  1976.2 0.6714218E-01 0.7526804E-01  5.392386      5.168667    
  1976.3 0.6837917E-01 0.7700112E-01  5.427554      5.168667    
  1976.4 0.6832727E-01 0.7733424E-01  5.422883      4.698000    
  1977.1 0.7023380E-01 0.7493048E-01  4.536416      4.624000    
  1977.2 0.7173186E-01 0.7104693E-01  3.444980      4.828667    
  1977.3 0.7430692E-01 0.6864221E-01  2.974749      5.472000    
  1977.4 0.7964599E-01 0.6612385E-01  2.008853      6.137000    
  1978.1 0.8089967E-01 0.6326666E-01  2.650703      6.408000    
  1978.2 0.7953819E-01 0.5999476E-01  3.459913      6.481000    
  1978.3 0.7762841E-01 0.6021465E-01  2.868856      7.315333    
  1978.4 0.8088682E-01 0.5883992E-01  2.409369      8.680333    
  1979.1 0.8005037E-01 0.5877879E-01  3.800535      9.357667    
  1979.2 0.7911148E-01 0.5714052E-01  4.314055      9.372333    
  1979.3 0.7686070E-01 0.5868435E-01  3.697125      9.631333    
  1979.4 0.8269296E-01 0.5940129E-01  6.513687      11.80367    
  1980.1 0.7945725E-01 0.6296949E-01  8.060035      13.45867    
  1980.2 0.7829252E-01 0.7323656E-01  7.344849      10.04933    
  1980.3 0.8106062E-01 0.7680771E-01  6.437597      9.235333    
  1980.4 0.8252874E-01 0.7398623E-01  8.828281      13.70967    
  1981.1 0.8408115E-01 0.7426606E-01  8.794226      14.36900    
  1981.2 0.8692305E-01 0.7398937E-01  7.954142      14.82900    
  1981.3 0.9233027E-01 0.7417361E-01  9.632007      15.08733    
  1981.4 0.9548658E-01 0.8241053E-01  12.79207      12.02267    
  1982.1 0.9541761E-01 0.8843563E-01  14.63010      12.89500    
  1982.2 0.9962963E-01 0.9425762E-01  15.52029      12.35900    
  1982.3 0.1074331     0.9942961E-01  13.20056      9.705333    
  1982.4 0.1118935     0.1067659      10.11250      7.935000    
  1983.1 0.1112330     0.1039701      9.496057      8.081333    
  1983.2 0.1101186     0.1010214      9.857904      8.420667    
  1983.3 0.1060723     0.9360138E-01  9.661557      9.186667    
  1983.4 0.1007922     0.8541760E-01  9.126220      8.793333    
  1984.1 0.1010950     0.7871758E-01  8.622859      9.133333    
  1984.2 0.9800013E-01 0.7478733E-01  7.871887      9.843333    
  1984.3 0.9424814E-01 0.7451999E-01  7.505199      10.34333    
  1984.4 0.8913965E-01 0.7283015E-01  7.599773      8.973333    
  1985.1 0.8503867E-01 0.7279936E-01  8.259458      8.183333    
  1985.2 0.7998737E-01 0.7288834E-01  7.987463      7.523333    
  1985.3 0.7899737E-01 0.7210537E-01  7.242472      7.103333    
  1985.4 0.7908003E-01 0.7054201E-01  6.054197      7.146667    
  1986.1 0.8128234E-01 0.7015712E-01  5.478334      6.886667    
  1986.2 0.7655028E-01 0.7180384E-01  5.621420      6.130000    
  1986.3 0.7093271E-01 0.6991001E-01  6.716881      5.533333    
  1986.4 0.6351361E-01 0.6835172E-01  7.756473      5.340000    
  1987.1 0.5982720E-01 0.6620689E-01  7.187582      5.533333    
  1987.2 0.5662769E-01 0.6280795E-01  5.754469      5.733333    
  1987.3 0.5617223E-01 0.6014193E-01  5.373366      6.033333    
  1987.4 0.5829848E-01 0.5868976E-01  4.407255      6.003333    
  1988.1 0.5824041E-01 0.5727587E-01  5.377185      5.760000    
  1988.2 0.5597665E-01 0.5487146E-01  6.422158      6.230000    
  1988.3 0.5672755E-01 0.5492451E-01  6.051697      6.993333    
  1988.4 0.5978204E-01 0.5350265E-01  5.011179      7.703333    
  1989.1 0.6549475E-01 0.5215423E-01  4.302397      8.533333    
  1989.2 0.6654267E-01 0.5244464E-01  3.990786      8.440000    
  1989.3 0.6829218E-01 0.5277223E-01  4.620811      7.850000    
  1989.4 0.6698314E-01 0.5373561E-01  5.809350      7.633333    
  1990.1 0.6675347E-01 0.5300361E-01  5.229544      7.756667    
  1990.2 0.6256542E-01 0.5337414E-01  5.012699      7.766667    
  1990.3 0.6025742E-01 0.5687498E-01  5.510581      7.493333    
  1990.4 0.6785051E-01 0.6113686E-01  3.051452      7.023333    
  1991.1 0.7121373E-01 0.6574073E-01  1.833398      6.053333    
  1991.2 0.7370581E-01 0.6823443E-01  2.138245      5.593333    
  1991.3 0.7590743E-01 0.6853392E-01  2.196779      5.406667    
  1991.4 0.7609414E-01 0.7096660E-01  1.946107      4.583333    
  1992.1 0.7245774E-01 0.7379080E-01  1.894116      3.910000    
  1992.2 0.6933118E-01 0.7594573E-01  1.796980      3.723333    
  1992.3 0.6873465E-01 0.7626478E-01  2.132409      3.130000    
  1992.4 0.6756076E-01 0.7406133E-01  2.587277      3.076667    
  1993.1 0.6600165E-01 0.7149713E-01  2.477890      2.993333    
  1993.2 0.6820254E-01 0.7068857E-01  2.040743      2.983333    
  1993.3 0.7500432E-01 0.6799552E-01  1.115803      3.020000    
  1993.4 0.8139681E-01 0.6619143E-01 0.3947564      3.080000    
  1994.1 0.8521234E-01 0.6555817E-01 0.9458771      3.250000    
  1994.2 0.8744507E-01 0.6165512E-01  1.040720      4.036667    
  1994.3 0.8726614E-01 0.6001291E-01 0.6708681      4.510000    
  1994.4 0.8620109E-01 0.5619378E-01 0.7753608      5.283333    
  1995.1 0.8453241E-01 0.5477964E-01 0.8978207      5.780000    
  1995.2 0.8016496E-01 0.5674622E-01 0.8537424      5.623333    
  1995.3 0.7713274E-01 0.5658385E-01  1.286433      5.380000    
  1995.4 0.7375395E-01 0.5572015E-01  1.880808      5.270000    
  1996.1 0.6759954E-01 0.5545427E-01  2.706325      4.950000    
  1996.2 0.6602708E-01 0.5470120E-01  3.083829      5.040000    
  1996.3 0.6616457E-01 0.5259294E-01  3.182116      5.136667    
  1996.4 0.6603798E-01 0.5310254E-01  3.512858      4.970000    
  1997.1 0.6879813E-01 0.5223738E-01  3.404627      5.063333    
  1997.2 0.6746141E-01 0.4974959E-01  2.792238      5.073333    
  1997.3 0.6799249E-01 0.4858023E-01  3.485295      5.056667    
  1997.4 0.6711666E-01 0.4680572E-01  4.765932      5.086667    
  1998.1 0.6337834E-01 0.4637954E-01  4.348724      5.053333    
  1998.2 0.6330487E-01 0.4414228E-01  3.686769      4.976667    
  1998.3 0.6135720E-01 0.4528502E-01  3.566010      4.823333    
  1998.4 0.6066524E-01 0.4429607E-01  3.330818      4.253333    
  1999.1 0.6568981E-01 0.4284456E-01  3.204358      4.406667    
  1999.2 0.6241919E-01 0.4248440E-01  3.764826      4.453333    
  1999.3 0.5316419E-01 0.4243400E-01  4.690816      4.650000    
  1999.4 0.5120233E-01 0.4077788E-01  3.910993      5.043333    
  2000.1 0.4596107E-01 0.4048765E-01  3.952704      5.520000    
  2000.2 0.4670421E-01 0.3947782E-01  4.097810      5.713333    
  2000.3 0.4986283E-01 0.4030117E-01  3.711395      6.016667    
  2000.4 0.5500123E-01 0.3918419E-01  2.742549      6.016667    
  2001.1 0.5536012E-01 0.4230321E-01  3.349574      4.816667    
  2001.2 0.5598425E-01 0.4411448E-01  4.476813      3.660000    
  2001.3 0.5336224E-01 0.4819249E-01  4.932051      3.170000    
  2001.4 0.5017882E-01 0.5537421E-01  5.063360      1.906667    
  2002.1 0.4721082E-01 0.5705425E-01  5.815812      1.820000    
  2002.2 0.4540031E-01 0.5845793E-01  5.454079      1.716667    
  2002.3 0.4678901E-01 0.5732000E-01  4.801527      1.643333    
  2002.4 0.4931693E-01 0.5851777E-01  3.945499      1.333333    
  2003.1 0.5106788E-01 0.5873963E-01  4.969729      1.156667    
  2003.2 0.5249203E-01 0.6152488E-01  5.527773      1.043333    
  2003.3 0.5545154E-01 0.6107130E-01  4.740471     0.9300000    
  2003.4 0.6186086E-01 0.5820932E-01  3.632627     0.9166667    
  2004.1 0.7018786E-01 0.5687648E-01  3.202293     0.9166667    
  2004.2 0.7977821E-01 0.5595400E-01 0.6515515      1.076667    
  2004.3 0.7104124E-01 0.5440757E-01  0.000000      1.486667    
  2004.4 0.6109915E-01 0.5396538E-01  2.541732      2.006667    
  2005.1 0.5349819E-01 0.5292068E-01  4.907156      2.536667    
  2005.2 0.4705715E-01 0.5115378E-01  5.349342      2.863333    
  2005.3 0.4277841E-01 0.4975337E-01  5.116969      3.360000    
  2005.4 0.4152231E-01 0.4964352E-01  5.242620      3.826667    
  2006.1 0.4020000E-01 0.4731667E-01  5.432806      4.393333    
  2006.2 0.3862555E-01 0.4666969E-01  5.749762      4.703333    
  2006.3 0.4240122E-01 0.4655398E-01  5.650304      4.906667    
  2006.4 0.4403738E-01 0.4466963E-01  4.835790      4.903333    
  2007.1 0.4417885E-01 0.4536088E-01  5.409592      4.983333    
  2007.2 0.4664862E-01 0.4507805E-01  6.495934      4.736667    
  2007.3 0.5448007E-01 0.4670151E-01  6.701749      4.303333    
  2007.4 0.5802106E-01 0.4813029E-01  5.249829      3.390000    
  2008.1 0.6199548E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.6455680E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6624220E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.7246488E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7931047E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8757052E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9928654E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.1075132     0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1147465     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1127612     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1139329     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1112077     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1075717     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1028331     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1009661     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9900104E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9419657E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9386219E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9191371E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8859396E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9096808E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9430723E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9604983E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9527148E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.9765375E-01 0.7353172E-01  0.000000     0.2222305    
  2014.2 0.9954713E-01 0.7371212E-01  0.000000     0.2267692    
  2014.3 0.1006303     0.7344075E-01  0.000000     0.2727381    
  2014.4 0.9821343E-01 0.7270034E-01  0.000000     0.3896289    
  2015.1 0.9691607E-01 0.7163268E-01  0.000000     0.5446822    
  2015.2 0.9535920E-01 0.7041296E-01  0.000000     0.7056998    
  2015.3 0.9606738E-01 0.6919799E-01 0.1092651     0.8622789    
  2015.4 0.9495176E-01 0.6810526E-01 0.2091753      1.011500    
  2016.1 0.9567201E-01 0.6720077E-01  0.000000      1.148466    
  2016.2 0.9648169E-01 0.6650839E-01  0.000000      1.268463    
  2016.3 0.9729281E-01 0.6602361E-01  0.000000      1.370028    
  2016.4 0.9499674E-01 0.6572500E-01  0.000000      1.454232    
  2017.1 0.9395823E-01 0.6557762E-01  0.000000      1.523254    
  2017.2 0.9294913E-01 0.6554472E-01  0.000000      1.579320    
  2017.3 0.9166215E-01 0.6559437E-01  0.000000      1.624370    
  2017.4 0.8900521E-01 0.6569973E-01 0.1046595      1.660170    
  2018.1 0.8550709E-01 0.6583532E-01 0.8862042      1.688692    
  2018.2 0.8698390E-01 0.6598118E-01  1.576488      1.711782    
  2018.3 0.9021626E-01 0.6612472E-01  1.982300      1.730742    
  2018.4 0.9064230E-01 0.6625905E-01 0.8590380      1.746369    
  2019.1 0.9059712E-01 0.6637441E-01 0.6575696E-01  1.759767    
  2019.2 0.8880681E-01 0.6646188E-01 0.2903091      1.772234    
  2019.3 0.8959575E-01 0.6651811E-01 0.4563238      1.784603    
  2019.4 0.8785950E-01 0.6654506E-01 0.6759318E-01  1.797049    
  2020.1 0.8322775E-01 0.6654177E-01  1.170940      1.809908    
  2020.2 0.7923988E-01 0.6650849E-01  2.219312      1.823601    
  2020.3 0.7888238E-01 0.6644969E-01  1.793050      1.838160    
  2020.4 0.8298459E-01 0.6637212E-01 0.8803064      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.317231556977E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     119 IER= 4 F=  0.280391703335E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.56802654632E-05 -0.20314726138E-05 -0.15017591231E-05

X VALUES

  0.59102061343E+00  0.98819644215E+00 -0.22847710812E-01

MEAN OF DEPENDENT VARIABLE   749999.235101938

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.591020613       0.019295319   30.63026
  2       1.100000000       0.988196442       0.070407029   14.03548
  3      -0.100000000      -0.022847711       0.069011614   -0.33107

SE of equation          =      0.011723776
Sum of squared residuals =  0.280391703E-01   0.917465304E-01
Sum of ABS residuals     =  0.868930785    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99428

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.157423565988E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     142 IER= 4 F=  0.100985775387E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.20850385256E-07 -0.25394184931E-06 -0.27356987869E-06

X VALUES

  0.60671898584E+00  0.91582960058E+00  0.19956186382E-01

MEAN OF DEPENDENT VARIABLE   749999.238134531

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.606718986       0.017824077   34.03929
  2       1.100000000       0.915829601       0.071475751   12.81315
  3      -0.100000000       0.019956186       0.066900377    0.29830

SE of equation          =      0.007035825
Sum of squared residuals =  0.100985775E-01  -0.105216776    
Sum of ABS residuals     =  0.549450503    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99971

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.646902939323E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     108 IER= 4 F=  0.568576566162E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.28049191853E-05  0.47976152032E-05  0.10942814907E-05

X VALUES

  0.43759940002E+00  0.12484403059E+01 -0.32422269720E+00

MEAN OF DEPENDENT VARIABLE   749999.269473792

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.437599400       0.039752725   11.00804
  2       1.100000000       1.248440306       0.068212896   18.30212
  3      -0.100000000      -0.324222697       0.066990203   -4.83985

SE of equation          =      0.017208534
Sum of squared residuals =  0.568576566E-01   0.237123755    
Sum of ABS residuals     =   1.23772788    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98658

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.345372427656E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.296945376566E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.14934472917E-06  0.35004727075E-05  0.36778038046E-05

X VALUES

  0.53793923763E+00  0.11070116350E+01 -0.14369018098E+00

MEAN OF DEPENDENT VARIABLE   749999.266598768

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.537939238       0.017909388   30.03672
  2       1.100000000       1.107011635       0.070954374   15.60174
  3      -0.100000000      -0.143690181       0.068400247   -2.10073

SE of equation          =      0.012064885
Sum of squared residuals =  0.296945377E-01   0.453889164E-01
Sum of ABS residuals     =  0.996914698    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99945

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.394177253986E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 4 F=  0.394006322974E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.34933678169E-04 -0.28755350073E-04 -0.35634724075E-04

X VALUES

  0.50558665996E+00  0.12492740056E+01 -0.30504790844E+00

MEAN OF DEPENDENT VARIABLE   749999.264336019

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.505586660       0.332437209    1.52085
  2       1.100000000       1.249274006       1.933978704    0.64596
  3      -0.100000000      -0.305047908       1.806124838   -0.16890

SE of equation          =      0.439477365
Sum of squared residuals =   39.4006323        7.16040227    
Sum of ABS residuals     =   8.75488412    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95832

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.159140637693E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.156875720758E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.18229454174E-05  0.24667168308E-05  0.13031605101E-05

X VALUES

  0.45853025683E+00  0.75632371194E+00  0.10876762876E+00

MEAN OF DEPENDENT VARIABLE   749999.230072702

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.458530257       0.151843298    3.01976
  2       1.100000000       0.756323712       0.235160760    3.21620
  3      -0.100000000       0.108767629       0.224138988    0.48527

SE of equation          =      0.087692567
Sum of squared residuals =   1.56875721        2.24345923    
Sum of ABS residuals     =   4.54011402    
R squared                =    1.00000
Durbin-Watson statistic  =    1.86587

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.904421625857E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      76 IER= 4 F=  0.847732655354E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.48685996962E-04  0.14403164384E-03  0.10471389951E-03

X VALUES

  0.78712004314E+00  0.11707528307E+01 -0.18991027517E+00

MEAN OF DEPENDENT VARIABLE   749999.389889172

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.787120043       0.110745381    7.10748
  2       1.100000000       1.170752831       0.082173497   14.24733
  3      -0.100000000      -0.189910275       0.082743541   -2.29517

SE of equation          =      0.071896464
Sum of squared residuals =  0.847732655        1.63222580    
Sum of ABS residuals     =   5.09921562    
R squared                =    1.00000
Durbin-Watson statistic  =    1.90725

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.400105390650E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     110 IER= 4 F=  0.349357154500E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.62428963726E-05  0.24545985632E-06  0.79796080775E-06

X VALUES

  0.48021455407E+00  0.80923737735E+00 -0.23676942338E+00

MEAN OF DEPENDENT VARIABLE   749999.280934780

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.480214554       0.035135478   13.66751
  2       1.100000000       0.809237377       0.102965939    7.85927
  3      -0.100000000      -0.236769423       0.100452842   -2.35702

SE of equation          =      0.041382787
Sum of squared residuals =  0.349357154        1.71415026    
Sum of ABS residuals     =   3.83030314    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69769

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.812297683931E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.663502582518E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.34542958885E-05  0.49007403021E-05  0.82776178017E-05

X VALUES

  0.10370749938E+01  0.77503026314E+00  0.85048299802E-01

MEAN OF DEPENDENT VARIABLE   749999.308571448

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.037074994       0.125543062    8.26071
  2       1.100000000       0.775030263       0.080753179    9.59752
  3      -0.100000000       0.085048300       0.081049044    1.04934

SE of equation          =      0.063606190
Sum of squared residuals =  0.663502583        1.63877693    
Sum of ABS residuals     =   4.29844986    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93259

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.445940440139E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     118 IER= 4 F=  0.408826752951E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.86100238999E-07  0.77285567753E-06  0.69545648489E-06

X VALUES

  0.16902015093E-01  0.11953401939E+01 -0.24440377586E+00

MEAN OF DEPENDENT VARIABLE   749999.315560719

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.016902015       0.138261810    0.12225
  2       1.100000000       1.195340194       0.099645325   11.99595
  3      -0.100000000      -0.244403776       0.100727757   -2.42638

SE of equation          =      0.051192620
Sum of squared residuals =  0.408826753        1.70122085    
Sum of ABS residuals     =   3.43284636    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72491

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.530367696771E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.459911737010E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.15140094075E-04  0.94927576420E-06  0.20238332567E-05

X VALUES

  0.44146797919E+00  0.11776339497E+01 -0.55031474968E+00

MEAN OF DEPENDENT VARIABLE   749999.278630024

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.441467979       0.049764057    8.87122
  2       1.100000000       1.177633950       0.109967540   10.70892
  3      -0.100000000      -0.550314750       0.107422335   -5.12291

SE of equation          =      0.047481252
Sum of squared residuals =  0.459911737        1.91389229    
Sum of ABS residuals     =   4.05346199    
R squared                =    1.00000
Durbin-Watson statistic  =    1.65801

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.842745088994E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      42 IER= 3 F=  0.816492468100E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.29656487473E-11 -0.22180063825E-11

X VALUES

  0.11698779079E+01 -0.31284373023E+00

MEAN OF DEPENDENT VARIABLE   749999.255707387

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.169877908       0.129135818    9.05928
  2      -0.100000000      -0.312843730       0.146123504   -2.14095

SE of equation          =      0.026530602
Sum of squared residuals =  0.816492468E-01   0.812559229    
Sum of ABS residuals     =   1.26324802    
R squared                =    1.00000
Durbin-Watson statistic  =    1.43727

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.379478256905E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.359501350912E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.62739348697E-11  0.92176217314E-11

X VALUES

  0.12387060647E+01 -0.30111428332E+00

MEAN OF DEPENDENT VARIABLE   749999.284634211

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.238706065       0.087116267   14.21900
  2      -0.100000000      -0.301114283       0.085624462   -3.51669

SE of equation          =      0.041979299
Sum of squared residuals =  0.359501351        1.96213236    
Sum of ABS residuals     =   3.71407118    
R squared                =    1.00000
Durbin-Watson statistic  =    1.54230

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4956599E-01 0.5234225E-01  1.092329      1.083667    
  1954.2 0.5928401E-01 0.5783462E-01 0.9142714     0.8143333    
  1954.3 0.6433376E-01 0.5970489E-01  2.008409     0.8696667    
  1954.4 0.6672184E-01 0.5361334E-01 0.7750770      1.036333    
  1955.1 0.6997385E-01 0.4710636E-01  0.000000      1.256333    
  1955.2 0.6806184E-01 0.4380454E-01 0.9334337      1.614333    
  1955.3 0.6432310E-01 0.4109694E-01  1.910003      1.861333    
  1955.4 0.5930994E-01 0.4208878E-01  2.930410      2.349333    
  1956.1 0.6405296E-01 0.4031458E-01  2.181027      2.379333    
  1956.2 0.6736781E-01 0.4190614E-01 0.9575298      2.596667    
  1956.3 0.6915035E-01 0.4128671E-01 0.4084105      2.596667    
  1956.4 0.6905718E-01 0.4100540E-01  0.000000      3.063667    
  1957.1 0.6409001E-01 0.3946671E-01 0.7077029E-01  3.171667    
  1957.2 0.6170430E-01 0.4062513E-01 0.4292792      3.157000    
  1957.3 0.6076621E-01 0.4207225E-01 0.6414437      3.382333    
  1957.4 0.5815830E-01 0.4923487E-01  1.025116      3.343333    
  1958.1 0.5108770E-01 0.6275076E-01  1.763366      1.838000    
  1958.2 0.4180591E-01 0.7359928E-01  3.020477      1.017667    
  1958.3 0.3174323E-01 0.7309055E-01  4.208214      1.710667    
  1958.4 0.2731087E-01 0.6352766E-01  4.854570      2.787667    
  1959.1 0.2366310E-01 0.5798631E-01  4.902753      2.800333    
  1959.2 0.1935243E-01 0.5104500E-01  5.772643      3.019333    
  1959.3 0.3452999E-01 0.5287044E-01  5.393246      3.533000    
  1959.4 0.4995174E-01 0.5592834E-01  1.907551      4.299333    
  1960.1 0.5696396E-01 0.5159512E-01  0.000000      3.943000    
  1960.2 0.6103371E-01 0.5225835E-01  0.000000      3.092333    
  1960.3 0.6713625E-01 0.5549938E-01 0.4841144      2.390333    
  1960.4 0.6734193E-01 0.6251647E-01 0.7389668      2.360667    
  1961.1 0.6572043E-01 0.6773354E-01 0.5915002      2.376667    
  1961.2 0.6300618E-01 0.6971717E-01 0.8597972      2.324667    
  1961.3 0.5634278E-01 0.6749309E-01  1.640885      2.324667    
  1961.4 0.5080281E-01 0.6171891E-01  2.479185      2.475000    
  1962.1 0.4344794E-01 0.5614436E-01  3.274251      2.739000    
  1962.2 0.4228551E-01 0.5482584E-01  3.778396      2.716000    
  1962.3 0.4286088E-01 0.5539051E-01  3.844728      2.858000    
  1962.4 0.4648253E-01 0.5505923E-01  3.676898      2.803333    
  1963.1 0.5055757E-01 0.5779253E-01  3.023898      2.909000    
  1963.2 0.5639361E-01 0.5680856E-01  2.596085      2.941333    
  1963.3 0.5651157E-01 0.5493742E-01  2.461781      3.280667    
  1963.4 0.5385982E-01 0.5572673E-01  2.501098      3.499333    
  1964.1 0.5257207E-01 0.5457706E-01  3.508455      3.538000    
  1964.2 0.5259355E-01 0.5220257E-01  4.028419      3.481333    
  1964.3 0.5175057E-01 0.4989598E-01  4.061062      3.504000    
  1964.4 0.5178472E-01 0.4953597E-01  4.390820      3.685000    
  1965.1 0.6226483E-01 0.4871666E-01  4.065998      3.899667    
  1965.2 0.6397302E-01 0.4655354E-01  3.862787      3.879000    
  1965.3 0.5434519E-01 0.4351989E-01  4.720988      3.859667    
  1965.4 0.4997937E-01 0.4102298E-01  4.708552      4.158667    
  1966.1 0.4541558E-01 0.3848268E-01  5.356799      4.630667    
  1966.2 0.3999823E-01 0.3807639E-01  6.052011      4.597333    
  1966.3 0.3922030E-01 0.3750700E-01  6.468193      5.047667    
  1966.4 0.3528365E-01 0.3683286E-01  5.658664      5.246000    
  1967.1 0.3299473E-01 0.3809930E-01  5.393324      4.533667    
  1967.2 0.3003123E-01 0.3806934E-01  6.158250      3.657333    
  1967.3 0.3068531E-01 0.3784696E-01  6.701827      4.344667    
  1967.4 0.3431666E-01 0.3915978E-01  6.570302      4.787333    
  1968.1 0.3589674E-01 0.3728355E-01  6.345488      5.064667    
  1968.2 0.3490249E-01 0.3537721E-01  6.399905      5.510000    
  1968.3 0.3680766E-01 0.3510557E-01  6.394514      5.226333    
  1968.4 0.3778922E-01 0.3392130E-01  6.122324      5.580667    
  1969.1 0.3575887E-01 0.3376971E-01  6.104876      6.137667    
  1969.2 0.3573795E-01 0.3424592E-01  6.560510      6.240000    
  1969.3 0.3567040E-01 0.3590757E-01  7.305880      7.046667    
  1969.4 0.3843878E-01 0.3581941E-01  8.085203      7.317667    
  1970.1 0.3900093E-01 0.4159508E-01  8.324108      7.262667    
  1970.2 0.4075232E-01 0.4746577E-01  8.139020      6.752333    
  1970.3 0.3702233E-01 0.5169088E-01  9.338921      6.374667    
  1970.4 0.3633591E-01 0.5802797E-01  9.445273      5.358333    
  1971.1 0.3274228E-01 0.5914467E-01  8.647711      3.863333    
  1971.2 0.3192170E-01 0.5907857E-01  8.548200      4.206000    
  1971.3 0.3601885E-01 0.5983336E-01  8.161910      5.050333    
  1971.4 0.3977601E-01 0.5954344E-01  7.708669      4.234333    
  1972.1 0.4385766E-01 0.5768041E-01  7.143918      3.435333    
  1972.2 0.4755652E-01 0.5658509E-01  7.238910      3.748333    
  1972.3 0.5503719E-01 0.5584112E-01  7.238259      4.241333    
  1972.4 0.5686092E-01 0.5304486E-01  7.496595      4.851333    
  1973.1 0.5917685E-01 0.4950510E-01  6.385619      5.639667    
  1973.2 0.5997016E-01 0.4889844E-01  5.180592      6.608333    
  1973.3 0.6335292E-01 0.4793204E-01  4.918634      8.388333    
  1973.4 0.6793894E-01 0.4769321E-01  4.136750      7.461667    
  1974.1 0.6460915E-01 0.5085049E-01  4.879509      7.600333    
  1974.2 0.6218479E-01 0.5161500E-01  5.800732      8.268000    
  1974.3 0.5932878E-01 0.5583721E-01  6.636816      8.286333    
  1974.4 0.5625480E-01 0.6556479E-01  6.964657      7.336000    
  1975.1 0.5236914E-01 0.8217515E-01  7.932817      5.873333    
  1975.2 0.5063557E-01 0.8828988E-01  8.716724      5.400667    
  1975.3 0.4796522E-01 0.8467753E-01  9.421110      6.336667    
  1975.4 0.4283783E-01 0.8259670E-01  9.847518      5.684333    
  1976.1 0.3850241E-01 0.7723461E-01  10.49171      4.953333    
  1976.2 0.4133357E-01 0.7526804E-01  10.58011      5.168667    
  1976.3 0.4608063E-01 0.7700112E-01  10.54895      5.168667    
  1976.4 0.5183909E-01 0.7733424E-01  10.38647      4.698000    
  1977.1 0.6079347E-01 0.7493048E-01  9.321947      4.624000    
  1977.2 0.6801667E-01 0.7104693E-01  8.488724      4.828667    
  1977.3 0.7680456E-01 0.6864221E-01  7.724856      5.472000    
  1977.4 0.8088703E-01 0.6612385E-01  7.463797      6.137000    
  1978.1 0.8308087E-01 0.6326666E-01  6.691116      6.408000    
  1978.2 0.8299882E-01 0.5999476E-01  6.433974      6.481000    
  1978.3 0.7732283E-01 0.6021465E-01  6.329088      7.315333    
  1978.4 0.6972814E-01 0.5883992E-01  6.374939      8.680333    
  1979.1 0.6463315E-01 0.5877879E-01  6.745289      9.357667    
  1979.2 0.5798508E-01 0.5714052E-01  7.377560      9.372333    
  1979.3 0.4932992E-01 0.5868435E-01  8.391623      9.631333    
  1979.4 0.4710642E-01 0.5940129E-01  13.44489      11.80367    
  1980.1 0.4566440E-01 0.6296949E-01  11.71503      13.45867    
  1980.2 0.4376863E-01 0.7323656E-01  7.255648      10.04933    
  1980.3 0.4550944E-01 0.7680771E-01  9.603522      9.235333    
  1980.4 0.4378431E-01 0.7398623E-01  15.14399      13.70967    
  1981.1 0.4419643E-01 0.7426606E-01  17.27383      14.36900    
  1981.2 0.4585352E-01 0.7398937E-01  17.92563      14.82900    
  1981.3 0.5189264E-01 0.7417361E-01  16.60459      15.08733    
  1981.4 0.6279683E-01 0.8241053E-01  16.50436      12.02267    
  1982.1 0.7439252E-01 0.8843563E-01  16.96306      12.89500    
  1982.2 0.8481228E-01 0.9425762E-01  14.67245      12.35900    
  1982.3 0.8921715E-01 0.9942961E-01  12.08202      9.705333    
  1982.4 0.8917658E-01 0.1067659      10.87036      7.935000    
  1983.1 0.8550882E-01 0.1039701      10.64669      8.081333    
  1983.2 0.8549178E-01 0.1010214      10.06042      8.420667    
  1983.3 0.8083305E-01 0.9360138E-01  9.001413      9.186667    
  1983.4 0.7761994E-01 0.8541760E-01  8.344144      8.793333    
  1984.1 0.7685595E-01 0.7871758E-01  7.292069      9.133333    
  1984.2 0.7313201E-01 0.7478733E-01  6.262962      9.843333    
  1984.3 0.7045913E-01 0.7451999E-01  5.955886      10.34333    
  1984.4 0.6967849E-01 0.7283015E-01  4.940957      8.973333    
  1985.1 0.6209559E-01 0.7279936E-01  5.516799      8.183333    
  1985.2 0.5989549E-01 0.7288834E-01  6.037628      7.523333    
  1985.3 0.5485677E-01 0.7210537E-01  5.787038      7.103333    
  1985.4 0.5254210E-01 0.7054201E-01  5.696773      7.146667    
  1986.1 0.5074900E-01 0.7015712E-01  5.817766      6.886667    
  1986.2 0.4334892E-01 0.7180384E-01  6.544363      6.130000    
  1986.3 0.3903682E-01 0.6991001E-01  7.456118      5.533333    
  1986.4 0.3320892E-01 0.6835172E-01  7.637983      5.340000    
  1987.1 0.2831639E-01 0.6620689E-01  7.661000      5.533333    
  1987.2 0.2708679E-01 0.6280795E-01  7.790395      5.733333    
  1987.3 0.2483182E-01 0.6014193E-01  8.142713      6.033333    
  1987.4 0.2376866E-01 0.5868976E-01  8.023497      6.003333    
  1988.1 0.2665467E-01 0.5727587E-01  7.328444      5.760000    
  1988.2 0.2572624E-01 0.5487146E-01  7.675858      6.230000    
  1988.3 0.2635509E-01 0.5492451E-01  8.310206      6.993333    
  1988.4 0.3267532E-01 0.5350265E-01  5.664963      7.703333    
  1989.1 0.3781904E-01 0.5215423E-01  4.090064      8.533333    
  1989.2 0.3850791E-01 0.5244464E-01  4.985144      8.440000    
  1989.3 0.3995722E-01 0.5277223E-01  5.787774      7.850000    
  1989.4 0.4775621E-01 0.5373561E-01  3.021637      7.633333    
  1990.1 0.4927094E-01 0.5300361E-01  2.602228      7.756667    
  1990.2 0.5092376E-01 0.5337414E-01  3.831263      7.766667    
  1990.3 0.6152840E-01 0.5687498E-01  4.397540      7.493333    
  1990.4 0.6653825E-01 0.6113686E-01  2.867166      7.023333    
  1991.1 0.6812007E-01 0.6574073E-01  1.499913      6.053333    
  1991.2 0.6682564E-01 0.6823443E-01  1.883396      5.593333    
  1991.3 0.6323985E-01 0.6853392E-01  2.645203      5.406667    
  1991.4 0.6289078E-01 0.7096660E-01  2.629405      4.583333    
  1992.1 0.5999826E-01 0.7379080E-01  2.538254      3.910000    
  1992.2 0.5960861E-01 0.7594573E-01  2.731263      3.723333    
  1992.3 0.6253189E-01 0.7626478E-01  2.803473      3.130000    
  1992.4 0.6373015E-01 0.7406133E-01  3.032996      3.076667    
  1993.1 0.6300916E-01 0.7149713E-01  3.107679      2.993333    
  1993.2 0.6135910E-01 0.7068857E-01  2.877609      2.983333    
  1993.3 0.6053621E-01 0.6799552E-01  2.681651      3.020000    
  1993.4 0.5950321E-01 0.6619143E-01  3.065591      3.080000    
  1994.1 0.5792839E-01 0.6555817E-01  3.480586      3.250000    
  1994.2 0.5510471E-01 0.6165512E-01  3.199439      4.036667    
  1994.3 0.5465543E-01 0.6001291E-01  2.806033      4.510000    
  1994.4 0.5464468E-01 0.5619378E-01  2.038211      5.283333    
  1995.1 0.5227298E-01 0.5477964E-01  2.283528      5.780000    
  1995.2 0.4817083E-01 0.5674622E-01  3.019519      5.623333    
  1995.3 0.4822595E-01 0.5658385E-01  3.275463      5.380000    
  1995.4 0.4619635E-01 0.5572015E-01  2.933348      5.270000    
  1996.1 0.4224745E-01 0.5545427E-01  3.933882      4.950000    
  1996.2 0.4175598E-01 0.5470120E-01  5.041191      5.040000    
  1996.3 0.3877226E-01 0.5259294E-01  5.411840      5.136667    
  1996.4 0.3476046E-01 0.5310254E-01  5.669682      4.970000    
  1997.1 0.3462967E-01 0.5223738E-01  6.498391      5.063333    
  1997.2 0.3475962E-01 0.4974959E-01  7.249005      5.073333    
  1997.3 0.4263963E-01 0.4858023E-01  7.506154      5.056667    
  1997.4 0.4649021E-01 0.4680572E-01  5.979722      5.086667    
  1998.1 0.4936447E-01 0.4637954E-01  4.511270      5.053333    
  1998.2 0.5394592E-01 0.4414228E-01  4.119980      4.976667    
  1998.3 0.5490305E-01 0.4528502E-01  4.147813      4.823333    
  1998.4 0.5619854E-01 0.4429607E-01  3.645239      4.253333    
  1999.1 0.5418679E-01 0.4284456E-01  4.156250      4.406667    
  1999.2 0.5344010E-01 0.4248440E-01  5.084880      4.453333    
  1999.3 0.5877099E-01 0.4243400E-01  5.372723      4.650000    
  1999.4 0.5917405E-01 0.4077788E-01  4.004126      5.043333    
  2000.1 0.5242821E-01 0.4048765E-01  4.052051      5.520000    
  2000.2 0.5840438E-01 0.3947782E-01  3.537477      5.713333    
  2000.3 0.6478799E-01 0.4030117E-01  1.951196      6.016667    
  2000.4 0.7031092E-01 0.3918419E-01 0.8448051      6.016667    
  2001.1 0.7347756E-01 0.4230321E-01 0.7993016      4.816667    
  2001.2 0.7347761E-01 0.4411448E-01  1.183287      3.660000    
  2001.3 0.7111896E-01 0.4819249E-01  1.225577      3.170000    
  2001.4 0.6949412E-01 0.5537421E-01 0.6467229      1.906667    
  2002.1 0.6482733E-01 0.5705425E-01  1.140771      1.820000    
  2002.2 0.5960641E-01 0.5845793E-01  1.477227      1.716667    
  2002.3 0.5741438E-01 0.5732000E-01  2.577562      1.643333    
  2002.4 0.5388605E-01 0.5851777E-01  4.522488      1.333333    
  2003.1 0.5462714E-01 0.5873963E-01  4.323743      1.156667    
  2003.2 0.5685582E-01 0.6152488E-01  3.072941      1.043333    
  2003.3 0.5718130E-01 0.6107130E-01  2.641317     0.9300000    
  2003.4 0.5850699E-01 0.5820932E-01  2.228630     0.9166667    
  2004.1 0.5666516E-01 0.5687648E-01  1.936408     0.9166667    
  2004.2 0.5758678E-01 0.5595400E-01  1.963057      1.076667    
  2004.3 0.5876192E-01 0.5440757E-01  1.648611      1.486667    
  2004.4 0.6277846E-01 0.5396538E-01 0.9925482      2.006667    
  2005.1 0.7296753E-01 0.5292068E-01 0.5634955      2.536667    
  2005.2 0.6901377E-01 0.5115378E-01  1.367731      2.863333    
  2005.3 0.5758600E-01 0.4975337E-01  2.757421      3.360000    
  2005.4 0.5363573E-01 0.4964352E-01  2.287222      3.826667    
  2006.1 0.5152931E-01 0.4731667E-01  1.679919      4.393333    
  2006.2 0.5184592E-01 0.4666969E-01  1.997231      4.703333    
  2006.3 0.5398472E-01 0.4655398E-01  1.926307      4.906667    
  2006.4 0.5452263E-01 0.4466963E-01  1.700497      4.903333    
  2007.1 0.5446468E-01 0.4536088E-01  1.437637      4.983333    
  2007.2 0.5492326E-01 0.4507805E-01  1.242994      4.736667    
  2007.3 0.5771950E-01 0.4670151E-01  1.470895      4.303333    
  2007.4 0.5739632E-01 0.4813029E-01  1.965744      3.390000    
  2008.1 0.5936977E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.6291164E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6210042E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6460059E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6820861E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7431836E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.7904980E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8048617E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8495716E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8958810E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9376478E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9583856E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9845747E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1052810     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1017350     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9501598E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8937479E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8548844E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8658620E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8639451E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.8503171E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.8551089E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.8775509E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9089050E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8997873E-01 0.7353172E-01 0.5197247     0.2222305    
  2014.2 0.9429406E-01 0.7371212E-01 0.2399718     0.2267692    
  2014.3 0.9823732E-01 0.7344075E-01  0.000000     0.2727381    
  2014.4 0.1011155     0.7270034E-01 0.6540980E-01 0.3896289    
  2015.1 0.1033684     0.7163268E-01 0.6132576     0.5446822    
  2015.2 0.1055140     0.7041296E-01 0.3713277     0.7056998    
  2015.3 0.1045176     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.1023632     0.6810526E-01 0.1379244      1.011500    
  2016.1 0.1033047     0.6720077E-01  0.000000      1.148466    
  2016.2 0.1000580     0.6650839E-01 0.1148647      1.268463    
  2016.3 0.9542916E-01 0.6602361E-01  1.016898      1.370028    
  2016.4 0.9247503E-01 0.6572500E-01  1.165926      1.454232    
  2017.1 0.9125661E-01 0.6557762E-01  1.464531      1.523254    
  2017.2 0.9141108E-01 0.6554472E-01  1.389801      1.579320    
  2017.3 0.8992604E-01 0.6559437E-01  1.265257      1.624370    
  2017.4 0.8848480E-01 0.6569973E-01  1.427635      1.660170    
  2018.1 0.8858093E-01 0.6583532E-01 0.8681245      1.688692    
  2018.2 0.8886185E-01 0.6598118E-01 0.4677457      1.711782    
  2018.3 0.9360696E-01 0.6612472E-01 0.2395662      1.730742    
  2018.4 0.9485608E-01 0.6625905E-01 0.3252445      1.746369    
  2019.1 0.9672744E-01 0.6637441E-01 0.4044375E-02  1.759767    
  2019.2 0.9544420E-01 0.6646188E-01  0.000000      1.772234    
  2019.3 0.9368033E-01 0.6651811E-01 0.2921403      1.784603    
  2019.4 0.8957543E-01 0.6654506E-01 0.7371884      1.797049    
  2020.1 0.8211584E-01 0.6654177E-01  1.040056      1.809908    
  2020.2 0.7534440E-01 0.6650849E-01  1.618947      1.823601    
  2020.3 0.7046099E-01 0.6644969E-01  2.100422      1.838160    
  2020.4 0.6765104E-01 0.6637212E-01  2.390372      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.278396611178E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.255705981664E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.24605770495E-05  0.81473573478E-05  0.91796400493E-05

X VALUES

  0.50230756440E+00  0.12332753336E+01 -0.28675130401E+00

MEAN OF DEPENDENT VARIABLE   749999.228692257

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.502307564       0.015449397   32.51309
  2       1.100000000       1.233275334       0.069421287   17.76509
  3      -0.100000000      -0.286751304       0.068648426   -4.17710

SE of equation          =      0.011195806
Sum of squared residuals =  0.255705982E-01   0.108839114    
Sum of ABS residuals     =  0.773856985    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99201

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.198799218495E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     122 IER= 4 F=  0.121091050149E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.59692194955E-06 -0.26250038186E-06 -0.41425266895E-06

X VALUES

  0.64676241223E+00  0.11587170679E+01 -0.20915844123E+00

MEAN OF DEPENDENT VARIABLE   749999.248320136

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.646762412       0.019277613   33.54992
  2       1.100000000       1.158717068       0.068313564   16.96174
  3      -0.100000000      -0.209158441       0.063890230   -3.27372

SE of equation          =      0.007704438
Sum of squared residuals =  0.121091050E-01   0.103892885E-01
Sum of ABS residuals     =  0.573954655    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99555

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.597897445332E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.534450618639E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.11253719530E-06  0.14286546130E-05  0.15036481909E-05

X VALUES

  0.54106578270E+00  0.12304628956E+01 -0.30546662221E+00

MEAN OF DEPENDENT VARIABLE   749999.276019844

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.541065783       0.034385017   15.73551
  2       1.100000000       1.230462896       0.068347155   18.00313
  3      -0.100000000      -0.305466622       0.066797249   -4.57304

SE of equation          =      0.016684115
Sum of squared residuals =  0.534450619E-01   0.267609848    
Sum of ABS residuals     =   1.13229318    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99812

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.529292599900E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 4 F=  0.420191689375E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.36667799696E-05 -0.18697357968E-04 -0.21705938983E-04

X VALUES

  0.54251909417E+00  0.14011385798E+01 -0.43245071360E+00

MEAN OF DEPENDENT VARIABLE   749999.235339224

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.542519094       0.013690419   39.62765
  2       1.100000000       1.401138580       0.062899703   22.27576
  3      -0.100000000      -0.432450714       0.060672141   -7.12767

SE of equation          =      0.014351875
Sum of squared residuals =  0.420191689E-01  -0.401080373    
Sum of ABS residuals     =   1.20025480    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96286

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.442961161482E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     108 IER= 3 F=  0.442745631413E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.15983967594E-06 -0.22928611392E-06 -0.20375987453E-06

X VALUES

  0.59878816661E+00  0.13444728974E+01 -0.38498216691E+00

MEAN OF DEPENDENT VARIABLE   749999.270103589

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.598788167       0.584898369    1.02375
  2       1.100000000       1.344472897       1.936259077    0.69437
  3      -0.100000000      -0.384982167       1.828162327   -0.21058

SE of equation          =      0.465867119
Sum of squared residuals =   44.2745631        7.18711234    
Sum of ABS residuals     =   8.74386105    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96255

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.239565849182E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      85 IER= 3 F=  0.236741689953E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.20852295470E-07  0.66587908808E-07 -0.52723767061E-07

X VALUES

  0.51698219913E+00  0.87250030702E+00 -0.32681013332E-01

MEAN OF DEPENDENT VARIABLE   749999.216028589

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.516982199       0.151154563    3.42022
  2       1.100000000       0.872500307       0.222667925    3.91839
  3      -0.100000000      -0.032681013       0.214292831   -0.15251

SE of equation          =      0.107726435
Sum of squared residuals =   2.36741690        1.76981944    
Sum of ABS residuals     =   5.29147196    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94105

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.843402647003E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.730535182327E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.72600911523E-07 -0.15348316931E-05 -0.17681715480E-05

X VALUES

  0.99443981189E+00  0.10641603834E+01 -0.74468859442E-01

MEAN OF DEPENDENT VARIABLE   749999.434368101

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.994439812       0.100979447    9.84794
  2       1.100000000       1.064160383       0.081639646   13.03485
  3      -0.100000000      -0.074468859       0.081916099   -0.90909

SE of equation          =      0.066741912
Sum of squared residuals =  0.730535182        1.37179408    
Sum of ABS residuals     =   5.21096110    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92336

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.408645892914E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     117 IER= 4 F=  0.363067650309E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.27927622940E-07  0.12034766445E-06  0.25890565071E-06

X VALUES

  0.72440946656E+00  0.91014025884E+00 -0.36296440221E-01

MEAN OF DEPENDENT VARIABLE   749999.269688849

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.724409467       0.064449066   11.24003
  2       1.100000000       0.910140259       0.111869090    8.13576
  3      -0.100000000      -0.036296440       0.110697832   -0.32789

SE of equation          =      0.042187005
Sum of squared residuals =  0.363067650       0.966927254    
Sum of ABS residuals     =   3.90176694    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68377

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.993492067568E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.654827816212E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.39243743018E-05  0.19453591357E-05 -0.55149622160E-05

X VALUES

  0.14028477488E+01  0.60442220055E+00 -0.20069918215E+00

MEAN OF DEPENDENT VARIABLE   749999.271517285

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.402847749       0.142274333    9.86016
  2       1.100000000       0.604422201       0.080070634    7.54861
  3      -0.100000000      -0.200699182       0.081057507   -2.47601

SE of equation          =      0.063189022
Sum of squared residuals =  0.654827816        1.03753502    
Sum of ABS residuals     =   4.49396947    
R squared                =    1.00000
Durbin-Watson statistic  =    1.89702

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.360528742979E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     107 IER= 3 F=  0.313545943656E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.24980018054E-09  0.10557851477E-07  0.10971432291E-07

X VALUES

 -0.16471829379E-02  0.85084470713E+00  0.13787432953E+00

MEAN OF DEPENDENT VARIABLE   749999.333786287

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000      -0.001647183       0.106667031   -0.01544
  2       1.100000000       0.850844707       0.086343514    9.85418
  3      -0.100000000       0.137874330       0.087268865    1.57988

SE of equation          =      0.044832019
Sum of squared residuals =  0.313545944        1.27064861    
Sum of ABS residuals     =   3.23680609    
R squared                =    1.00000
Durbin-Watson statistic  =    1.78820

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.459721850289E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.389921527191E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.65733731778E-05 -0.12387491015E-05 -0.87352073290E-05

X VALUES

  0.51541037685E+00  0.10389353469E+01 -0.45171922785E+00

MEAN OF DEPENDENT VARIABLE   749999.278094632

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.515410377       0.047720450   10.80062
  2       1.100000000       1.038935347       0.099921047   10.39756
  3      -0.100000000      -0.451719228       0.096633909   -4.67454

SE of equation          =      0.043719333
Sum of squared residuals =  0.389921527        1.41889160    
Sum of ABS residuals     =   3.94406211    
R squared                =    1.00000
Durbin-Watson statistic  =    1.71656

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.827050119553E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      42 IER= 3 F=  0.799782233416E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.80736712431E-11  0.74476106174E-11

X VALUES

  0.99695871756E+00 -0.14907103522E+00

MEAN OF DEPENDENT VARIABLE   749999.263006256

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.996958718       0.138316223    7.20782
  2      -0.100000000      -0.149071035       0.144274287   -1.03325

SE of equation          =      0.026257712
Sum of squared residuals =  0.799782233E-01   0.496193986    
Sum of ABS residuals     =   1.31282859    
R squared                =    1.00000
Durbin-Watson statistic  =    1.45074

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.332055561736E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.324020887606E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.14033749564E-10  0.15388161648E-10

X VALUES

  0.10679975985E+01 -0.12625876551E+00

MEAN OF DEPENDENT VARIABLE   749999.281683748

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.067997598       0.090873303   11.75260
  2      -0.100000000      -0.126258766       0.089863974   -1.40500

SE of equation          =      0.039853954
Sum of squared residuals =  0.324020888        1.90674912    
Sum of ABS residuals     =   3.57808622    
R squared                =    1.00000
Durbin-Watson statistic  =    1.65592

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4956599E-01 0.5234225E-01  1.092329      1.083667    
  1954.2 0.5928401E-01 0.5783462E-01 0.9142714     0.8143333    
  1954.3 0.6433376E-01 0.5970489E-01  2.008409     0.8696667    
  1954.4 0.6672184E-01 0.5361334E-01 0.7750770      1.036333    
  1955.1 0.6675941E-01 0.4710636E-01  0.000000      1.256333    
  1955.2 0.6306593E-01 0.4380454E-01 0.6894589      1.614333    
  1955.3 0.5466936E-01 0.4109694E-01  1.842993      1.861333    
  1955.4 0.4948748E-01 0.4208878E-01  2.517576      2.349333    
  1956.1 0.4274667E-01 0.4031458E-01  2.687897      2.379333    
  1956.2 0.3881512E-01 0.4190614E-01  3.129487      2.596667    
  1956.3 0.3389427E-01 0.4128671E-01  3.570916      2.596667    
  1956.4 0.2763547E-01 0.4100540E-01  3.948625      3.063667    
  1957.1 0.3005282E-01 0.3946671E-01  4.185344      3.171667    
  1957.2 0.2639248E-01 0.4062513E-01  5.152439      3.157000    
  1957.3 0.1595837E-01 0.4207225E-01  6.675991      3.382333    
  1957.4 0.1432162E-01 0.4923487E-01  6.314336      3.343333    
  1958.1 0.1841278E-01 0.6275076E-01  5.992772      1.838000    
  1958.2 0.1710798E-01 0.7359928E-01  6.695347      1.017667    
  1958.3 0.1703106E-01 0.7309055E-01  7.841829      1.710667    
  1958.4 0.1606408E-01 0.6352766E-01  8.185110      2.787667    
  1959.1 0.2089424E-01 0.5798631E-01  7.232361      2.800333    
  1959.2 0.2731806E-01 0.5104500E-01  6.487012      3.019333    
  1959.3 0.4762285E-01 0.5287044E-01  4.609583      3.533000    
  1959.4 0.5500214E-01 0.5592834E-01  3.389406      4.299333    
  1960.1 0.6220114E-01 0.5159512E-01  3.011894      3.943000    
  1960.2 0.7253447E-01 0.5225835E-01 0.5804452      3.092333    
  1960.3 0.6809121E-01 0.5549938E-01  0.000000      2.390333    
  1960.4 0.5691326E-01 0.6251647E-01  2.775136      2.360667    
  1961.1 0.4476024E-01 0.6773354E-01  4.534563      2.376667    
  1961.2 0.3432896E-01 0.6971717E-01  5.143814      2.324667    
  1961.3 0.2317262E-01 0.6749309E-01  5.853593      2.324667    
  1961.4 0.1706501E-01 0.6171891E-01  6.738885      2.475000    
  1962.1 0.1249699E-01 0.5614436E-01  7.436121      2.739000    
  1962.2 0.1575714E-01 0.5482584E-01  7.592054      2.716000    
  1962.3 0.2049245E-01 0.5539051E-01  7.235172      2.858000    
  1962.4 0.2899855E-01 0.5505923E-01  6.608501      2.803333    
  1963.1 0.3513060E-01 0.5779253E-01  6.609025      2.909000    
  1963.2 0.4026868E-01 0.5680856E-01  7.166492      2.941333    
  1963.3 0.5252861E-01 0.5493742E-01  7.186706      3.280667    
  1963.4 0.5796816E-01 0.5572673E-01  5.569423      3.499333    
  1964.1 0.6210751E-01 0.5457706E-01  4.182674      3.538000    
  1964.2 0.6655260E-01 0.5220257E-01  4.059776      3.481333    
  1964.3 0.6864896E-01 0.4989598E-01  4.550593      3.504000    
  1964.4 0.7071184E-01 0.4953597E-01  5.118606      3.685000    
  1965.1 0.7251869E-01 0.4871666E-01  4.495934      3.899667    
  1965.2 0.7365796E-01 0.4655354E-01  3.889574      3.879000    
  1965.3 0.7086654E-01 0.4351989E-01  4.366930      3.859667    
  1965.4 0.6727645E-01 0.4102298E-01  5.585267      4.158667    
  1966.1 0.5951485E-01 0.3848268E-01  6.725946      4.630667    
  1966.2 0.5447363E-01 0.3807639E-01  7.394168      4.597333    
  1966.3 0.5674640E-01 0.3750700E-01  7.702282      5.047667    
  1966.4 0.5601450E-01 0.3683286E-01  6.695545      5.246000    
  1967.1 0.5626692E-01 0.3809930E-01  5.973635      4.533667    
  1967.2 0.5454142E-01 0.3806934E-01  6.606259      3.657333    
  1967.3 0.5504501E-01 0.3784696E-01  7.020009      4.344667    
  1967.4 0.5166749E-01 0.3915978E-01  7.737784      4.787333    
  1968.1 0.5372517E-01 0.3728355E-01  7.542107      5.064667    
  1968.2 0.6359497E-01 0.3537721E-01  4.309562      5.510000    
  1968.3 0.6117467E-01 0.3510557E-01  2.725492      5.226333    
  1968.4 0.5472032E-01 0.3392130E-01  5.130407      5.580667    
  1969.1 0.4549569E-01 0.3376971E-01  6.792274      6.137667    
  1969.2 0.3726922E-01 0.3424592E-01  7.017166      6.240000    
  1969.3 0.2871332E-01 0.3590757E-01  7.286671      7.046667    
  1969.4 0.2697061E-01 0.3581941E-01  7.779667      7.317667    
  1970.1 0.2322586E-01 0.4159508E-01  9.282615      7.262667    
  1970.2 0.2414382E-01 0.4746577E-01  9.794923      6.752333    
  1970.3 0.2616872E-01 0.5169088E-01  9.562163      6.374667    
  1970.4 0.2866289E-01 0.5802797E-01  9.559134      5.358333    
  1971.1 0.3430677E-01 0.5914467E-01  8.836273      3.863333    
  1971.2 0.4029125E-01 0.5907857E-01  7.970479      4.206000    
  1971.3 0.4204309E-01 0.5983336E-01  7.514457      5.050333    
  1971.4 0.4437151E-01 0.5954344E-01  7.115367      4.234333    
  1972.1 0.4447848E-01 0.5768041E-01  6.786316      3.435333    
  1972.2 0.4608292E-01 0.5658509E-01  7.386408      3.748333    
  1972.3 0.4697522E-01 0.5584112E-01  8.313127      4.241333    
  1972.4 0.4789142E-01 0.5304486E-01  9.269887      4.851333    
  1973.1 0.5001048E-01 0.4950510E-01  8.109204      5.639667    
  1973.2 0.5267692E-01 0.4889844E-01  6.510406      6.608333    
  1973.3 0.5884170E-01 0.4793204E-01  5.884746      8.388333    
  1973.4 0.6644475E-01 0.4769321E-01  4.781178      7.461667    
  1974.1 0.6859773E-01 0.5085049E-01  4.798331      7.600333    
  1974.2 0.7015382E-01 0.5161500E-01  5.261578      8.268000    
  1974.3 0.7052213E-01 0.5583721E-01  5.820922      8.286333    
  1974.4 0.7129637E-01 0.6556479E-01  5.849333      7.336000    
  1975.1 0.6847938E-01 0.8217515E-01  6.306682      5.873333    
  1975.2 0.6826784E-01 0.8828988E-01  6.546325      5.400667    
  1975.3 0.6739326E-01 0.8467753E-01  6.998926      6.336667    
  1975.4 0.6421432E-01 0.8259670E-01  7.125760      5.684333    
  1976.1 0.6266879E-01 0.7723461E-01  7.877271      4.953333    
  1976.2 0.6448489E-01 0.7526804E-01  8.063803      5.168667    
  1976.3 0.6546751E-01 0.7700112E-01  7.894721      5.168667    
  1976.4 0.6604404E-01 0.7733424E-01  7.836683      4.698000    
  1977.1 0.7214814E-01 0.7493048E-01  7.487053      4.624000    
  1977.2 0.7140827E-01 0.7104693E-01  7.752018      4.828667    
  1977.3 0.6765848E-01 0.6864221E-01  8.704339      5.472000    
  1977.4 0.6403405E-01 0.6612385E-01  9.112936      6.137000    
  1978.1 0.6240213E-01 0.6326666E-01  8.385299      6.408000    
  1978.2 0.6117641E-01 0.5999476E-01  8.434167      6.481000    
  1978.3 0.5814455E-01 0.6021465E-01  8.641285      7.315333    
  1978.4 0.5546044E-01 0.5883992E-01  8.502735      8.680333    
  1979.1 0.5226312E-01 0.5877879E-01  9.664663      9.357667    
  1979.2 0.5085360E-01 0.5714052E-01  10.48266      9.372333    
  1979.3 0.4660986E-01 0.5868435E-01  11.02485      9.631333    
  1979.4 0.4353776E-01 0.5940129E-01  14.79368      11.80367    
  1980.1 0.4123906E-01 0.6296949E-01  16.17229      13.45867    
  1980.2 0.3841047E-01 0.7323656E-01  14.70985      10.04933    
  1980.3 0.4042681E-01 0.7680771E-01  14.94603      9.235333    
  1980.4 0.4270126E-01 0.7398623E-01  18.62400      13.70967    
  1981.1 0.4811621E-01 0.7426606E-01  17.29880      14.36900    
  1981.2 0.5268415E-01 0.7398937E-01  17.55969      14.82900    
  1981.3 0.5885047E-01 0.7417361E-01  17.35061      15.08733    
  1981.4 0.7182780E-01 0.8241053E-01  13.85316      12.02267    
  1982.1 0.8193859E-01 0.8843563E-01  13.78295      12.89500    
  1982.2 0.8812651E-01 0.9425762E-01  13.87963      12.35900    
  1982.3 0.9437063E-01 0.9942961E-01  12.07064      9.705333    
  1982.4 0.9565381E-01 0.1067659      11.18762      7.935000    
  1983.1 0.9915980E-01 0.1039701      10.36424      8.081333    
  1983.2 0.1002721     0.1010214      8.945026      8.420667    
  1983.3 0.1018858     0.9360138E-01  7.544205      9.186667    
  1983.4 0.1024416     0.8541760E-01  5.841960      8.793333    
  1984.1 0.9853750E-01 0.7871758E-01  5.971203      9.133333    
  1984.2 0.9159400E-01 0.7478733E-01  6.761437      9.843333    
  1984.3 0.8232129E-01 0.7451999E-01  7.402277      10.34333    
  1984.4 0.7192442E-01 0.7283015E-01  7.704761      8.973333    
  1985.1 0.5910907E-01 0.7279936E-01  8.295175      8.183333    
  1985.2 0.4764390E-01 0.7288834E-01  8.776090      7.523333    
  1985.3 0.4027611E-01 0.7210537E-01  9.617299      7.103333    
  1985.4 0.3521801E-01 0.7054201E-01  10.33662      7.146667    
  1986.1 0.3576622E-01 0.7015712E-01  10.12514      6.886667    
  1986.2 0.3124831E-01 0.7180384E-01  10.81474      6.130000    
  1986.3 0.2986090E-01 0.6991001E-01  11.86454      5.533333    
  1986.4 0.2714437E-01 0.6835172E-01  12.75422      5.340000    
  1987.1 0.3444129E-01 0.6620689E-01  12.12906      5.533333    
  1987.2 0.4211440E-01 0.6280795E-01  10.26362      5.733333    
  1987.3 0.4843688E-01 0.6014193E-01  9.475502      6.033333    
  1987.4 0.5047446E-01 0.5868976E-01  9.411501      6.003333    
  1988.1 0.4922599E-01 0.5727587E-01  8.991670      5.760000    
  1988.2 0.4815735E-01 0.5487146E-01  8.624788      6.230000    
  1988.3 0.5014529E-01 0.5492451E-01  8.051806      6.993333    
  1988.4 0.4913411E-01 0.5350265E-01  7.255846      7.703333    
  1989.1 0.4563937E-01 0.5215423E-01  7.158344      8.533333    
  1989.2 0.3960629E-01 0.5244464E-01  7.938082      8.440000    
  1989.3 0.3189987E-01 0.5277223E-01  8.648644      7.850000    
  1989.4 0.2826258E-01 0.5373561E-01  8.783340      7.633333    
  1990.1 0.2178097E-01 0.5300361E-01  8.939666      7.756667    
  1990.2 0.1664789E-01 0.5337414E-01  9.372931      7.766667    
  1990.3 0.1464710E-01 0.5687498E-01  9.774906      7.493333    
  1990.4 0.1891954E-01 0.6113686E-01  9.517954      7.023333    
  1991.1 0.2214460E-01 0.6574073E-01  9.347342      6.053333    
  1991.2 0.2731815E-01 0.6823443E-01  9.570436      5.593333    
  1991.3 0.3049709E-01 0.6853392E-01  10.46571      5.406667    
  1991.4 0.3437955E-01 0.7096660E-01  8.554481      4.583333    
  1992.1 0.4018362E-01 0.7379080E-01  7.503243      3.910000    
  1992.2 0.4469345E-01 0.7594573E-01  8.088970      3.723333    
  1992.3 0.4972681E-01 0.7626478E-01  8.350610      3.130000    
  1992.4 0.4991239E-01 0.7406133E-01  8.744358      3.076667    
  1993.1 0.5778568E-01 0.7149713E-01  7.750418      2.993333    
  1993.2 0.6384509E-01 0.7068857E-01  6.358218      2.983333    
  1993.3 0.6801085E-01 0.6799552E-01  5.497958      3.020000    
  1993.4 0.7329006E-01 0.6619143E-01  4.672065      3.080000    
  1994.1 0.7831862E-01 0.6555817E-01  4.165453      3.250000    
  1994.2 0.8524343E-01 0.6165512E-01  1.500043      4.036667    
  1994.3 0.7747205E-01 0.6001291E-01 0.3779668      4.510000    
  1994.4 0.6466988E-01 0.5619378E-01  2.979602      5.283333    
  1995.1 0.4935243E-01 0.5477964E-01  4.460256      5.780000    
  1995.2 0.4040238E-01 0.5674622E-01  4.774373      5.623333    
  1995.3 0.3282184E-01 0.5658385E-01  4.918291      5.380000    
  1995.4 0.2923627E-01 0.5572015E-01  4.953773      5.270000    
  1996.1 0.2649437E-01 0.5545427E-01  5.076343      4.950000    
  1996.2 0.2682396E-01 0.5470120E-01  5.716424      5.040000    
  1996.3 0.2750895E-01 0.5259294E-01  6.330041      5.136667    
  1996.4 0.3056264E-01 0.5310254E-01  6.882068      4.970000    
  1997.1 0.3342166E-01 0.5223738E-01  7.420610      5.063333    
  1997.2 0.3796775E-01 0.4974959E-01  7.165265      5.073333    
  1997.3 0.3808703E-01 0.4858023E-01  7.026528      5.056667    
  1997.4 0.3767273E-01 0.4680572E-01  6.967027      5.086667    
  1998.1 0.4142896E-01 0.4637954E-01  6.515914      5.053333    
  1998.2 0.4158655E-01 0.4414228E-01  6.533168      4.976667    
  1998.3 0.4259961E-01 0.4528502E-01  6.831727      4.823333    
  1998.4 0.5087545E-01 0.4429607E-01  4.019896      4.253333    
  1999.1 0.5532758E-01 0.4284456E-01  2.925039      4.406667    
  1999.2 0.5858886E-01 0.4248440E-01  3.325368      4.453333    
  1999.3 0.6022033E-01 0.4243400E-01  3.519364      4.650000    
  1999.4 0.6274972E-01 0.4077788E-01  2.716010      5.043333    
  2000.1 0.5741863E-01 0.4048765E-01  2.971619      5.520000    
  2000.2 0.5501776E-01 0.3947782E-01  3.587977      5.713333    
  2000.3 0.5597703E-01 0.4030117E-01  3.550122      6.016667    
  2000.4 0.5811136E-01 0.3918419E-01  3.262267      6.016667    
  2001.1 0.5708816E-01 0.4230321E-01  3.746999      4.816667    
  2001.2 0.5532116E-01 0.4411448E-01  4.213436      3.660000    
  2001.3 0.5716136E-01 0.4819249E-01  4.000032      3.170000    
  2001.4 0.5965649E-01 0.5537421E-01  2.875410      1.906667    
  2002.1 0.5906256E-01 0.5705425E-01  2.240122      1.820000    
  2002.2 0.5742588E-01 0.5845793E-01  1.521225      1.716667    
  2002.3 0.5717831E-01 0.5732000E-01  1.348728      1.643333    
  2002.4 0.5968583E-01 0.5851777E-01 0.7419142      1.333333    
  2003.1 0.5656100E-01 0.5873963E-01  1.552544      1.156667    
  2003.2 0.5149584E-01 0.6152488E-01  2.695058      1.043333    
  2003.3 0.4964943E-01 0.6107130E-01  3.607211     0.9300000    
  2003.4 0.4293303E-01 0.5820932E-01  3.033223     0.9166667    
  2004.1 0.3843359E-01 0.5687648E-01  3.287997     0.9166667    
  2004.2 0.3694268E-01 0.5595400E-01  3.490925      1.076667    
  2004.3 0.3595141E-01 0.5440757E-01  4.054288      1.486667    
  2004.4 0.3621057E-01 0.5396538E-01  4.498983      2.006667    
  2005.1 0.4712063E-01 0.5292068E-01  4.169615      2.536667    
  2005.2 0.4623971E-01 0.5115378E-01  4.496441      2.863333    
  2005.3 0.3934036E-01 0.4975337E-01  5.465505      3.360000    
  2005.4 0.4182934E-01 0.4964352E-01  4.527009      3.826667    
  2006.1 0.3976072E-01 0.4731667E-01  3.955145      4.393333    
  2006.2 0.3888026E-01 0.4666969E-01  4.708812      4.703333    
  2006.3 0.4097085E-01 0.4655398E-01  5.321510      4.906667    
  2006.4 0.4635326E-01 0.4466963E-01  4.852491      4.903333    
  2007.1 0.5018423E-01 0.4536088E-01  4.435516      4.983333    
  2007.2 0.5473247E-01 0.4507805E-01  4.546114      4.736667    
  2007.3 0.5729042E-01 0.4670151E-01  4.579969      4.303333    
  2007.4 0.5927950E-01 0.4813029E-01  4.451143      3.390000    
  2008.1 0.6122192E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.6299854E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6746421E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.7475108E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8331051E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9195114E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.1032782     0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.1085913     0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1121579     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1105420     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1132337     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1163308     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1183372     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1211702     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1250831     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1269131     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1235594     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1202754     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1154524     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1103363     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1129987     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1081856     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9774459E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9072802E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8635017E-01 0.7353172E-01 0.9739941     0.2222305    
  2014.2 0.8042749E-01 0.7371212E-01  1.752950     0.2267692    
  2014.3 0.8053839E-01 0.7344075E-01  2.066959     0.2727381    
  2014.4 0.7848945E-01 0.7270034E-01 0.8921164     0.3896289    
  2015.1 0.7848351E-01 0.7163268E-01 0.7137390     0.5446822    
  2015.2 0.7881377E-01 0.7041296E-01 0.7551872     0.7056998    
  2015.3 0.8107700E-01 0.6919799E-01  1.503565     0.8622789    
  2015.4 0.8105045E-01 0.6810526E-01  2.646989      1.011500    
  2016.1 0.8193658E-01 0.6720077E-01  2.908651      1.148466    
  2016.2 0.8546630E-01 0.6650839E-01  2.570850      1.268463    
  2016.3 0.8320956E-01 0.6602361E-01  3.491204      1.370028    
  2016.4 0.8073207E-01 0.6572500E-01  2.345481      1.454232    
  2017.1 0.7752337E-01 0.6557762E-01  2.074938      1.523254    
  2017.2 0.7791490E-01 0.6554472E-01  2.465605      1.579320    
  2017.3 0.7878370E-01 0.6559437E-01  2.728186      1.624370    
  2017.4 0.7873791E-01 0.6569973E-01  2.587666      1.660170    
  2018.1 0.8569802E-01 0.6583532E-01  1.994928      1.688692    
  2018.2 0.8247441E-01 0.6598118E-01  2.339751      1.711782    
  2018.3 0.7351150E-01 0.6612472E-01  3.495185      1.730742    
  2018.4 0.7053976E-01 0.6625905E-01  2.908781      1.746369    
  2019.1 0.7038302E-01 0.6637441E-01  2.047526      1.759767    
  2019.2 0.7403299E-01 0.6646188E-01  1.795393      1.772234    
  2019.3 0.7377483E-01 0.6651811E-01  1.663376      1.784603    
  2019.4 0.7419584E-01 0.6654506E-01  1.272466      1.797049    
  2020.1 0.7669171E-01 0.6654177E-01  1.054248      1.809908    
  2020.2 0.7751515E-01 0.6650849E-01 0.6297177      1.823601    
  2020.3 0.8062547E-01 0.6644969E-01 0.1692108      1.838160    
  2020.4 0.8203324E-01 0.6637212E-01  0.000000      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.286252236560E-01

TERMINATION. ITERS=    9 FUNCTION EVALS=     151 IER= 4 F=  0.207884740705E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.14832400570E-08 -0.22467740858E-08 -0.26678740601E-08

X VALUES

  0.67345030515E+00  0.89112138728E+00  0.32693413320E-01

MEAN OF DEPENDENT VARIABLE   749999.216709711

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.673450305       0.020527588   32.80708
  2       1.100000000       0.891121387       0.071053955   12.54147
  3      -0.100000000       0.032693413       0.067528917    0.48414

SE of equation          =      0.010094765
Sum of squared residuals =  0.207884741E-01   0.102370143    
Sum of ABS residuals     =  0.774616777    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99379

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.264625868746E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     140 IER= 4 F=  0.152437575649E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.62623268866E-06  0.13201789636E-04  0.14160172384E-04

X VALUES

  0.68333992789E+00  0.11737447591E+01 -0.24179726121E+00

MEAN OF DEPENDENT VARIABLE   749999.231850222

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.683339928       0.023457967   29.13040
  2       1.100000000       1.173744759       0.068882628   17.03978
  3      -0.100000000      -0.241797261       0.062921860   -3.84282

SE of equation          =      0.008644322
Sum of squared residuals =  0.152437576E-01  -0.406575700E-01
Sum of ABS residuals     =  0.710497142    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98148

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.549922568230E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.506383398806E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.87900196504E-07 -0.36030263924E-06 -0.16728313338E-06

X VALUES

  0.52110434088E+00  0.88830293901E+00  0.37085273426E-01

MEAN OF DEPENDENT VARIABLE   749999.271378443

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.521104341       0.029623440   17.59095
  2       1.100000000       0.888302939       0.072046506   12.32958
  3      -0.100000000       0.037085273       0.070093524    0.52908

SE of equation          =      0.016240116
Sum of squared residuals =  0.506383399E-01   0.231601944    
Sum of ABS residuals     =   1.19009923    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99989

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.518254952907E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     111 IER= 4 F=  0.470490843119E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.36283101538E-05 -0.38594219755E-04 -0.41385540778E-04

X VALUES

  0.54344767824E+00  0.12620741693E+01 -0.28389820141E+00

MEAN OF DEPENDENT VARIABLE   749999.275880093

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.543447678       0.033776358   16.08959
  2       1.100000000       1.262074169       0.067960834   18.57061
  3      -0.100000000      -0.283898201       0.066381848   -4.27674

SE of equation          =      0.015186598
Sum of squared residuals =  0.470490843E-01  -0.435218255E-01
Sum of ABS residuals     =   1.35798223    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95169

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.315440472351E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      88 IER= 3 F=  0.315353171770E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.71118543368E-07  0.18499154352E-05  0.18971088388E-05

X VALUES

  0.54625590230E+00  0.10603894753E+01 -0.99889760539E-01

MEAN OF DEPENDENT VARIABLE   749999.274924386

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.546255902       0.678730110    0.80482
  2       1.100000000       1.060389475       1.866220751    0.56820
  3      -0.100000000      -0.099889761       1.791335408   -0.05576

SE of equation          =      0.393172848
Sum of squared residuals =   31.5353172        5.97704236    
Sum of ABS residuals     =   7.61155764    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96567

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.237622614059E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.234624590732E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.28745285394E-06 -0.29777117611E-06 -0.22137591881E-06

X VALUES

  0.47322922924E+00  0.72293064462E+00  0.31715352704E-01

MEAN OF DEPENDENT VARIABLE   749999.241894378

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.473229229       0.199046742    2.37748
  2       1.100000000       0.722930645       0.291497480    2.48006
  3      -0.100000000       0.031715353       0.273238187    0.11607

SE of equation          =      0.107243673
Sum of squared residuals =   2.34624591        2.86748415    
Sum of ABS residuals     =   4.69605022    
R squared                =    1.00000
Durbin-Watson statistic  =    1.89637

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.982227715797E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      90 IER= 4 F=  0.865782914120E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.61901977405E-07  0.26662019491E-05  0.25155776248E-05

X VALUES

  0.10162610957E+01  0.12173877756E+01 -0.23793009465E+00

MEAN OF DEPENDENT VARIABLE   749999.399960565

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.016261096       0.122806391    8.27531
  2       1.100000000       1.217387776       0.079379256   15.33635
  3      -0.100000000      -0.237930095       0.079077840   -3.00881

SE of equation          =      0.072657856
Sum of squared residuals =  0.865782914        1.40555451    
Sum of ABS residuals     =   5.57710815    
R squared                =    1.00000
Durbin-Watson statistic  =    1.85091

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.411728425503E+00

TERMINATION. ITERS=    9 FUNCTION EVALS=     143 IER= 4 F=  0.340870119483E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.36967708206E-06  0.10001027738E-06  0.29216404121E-07

X VALUES

  0.65781932044E+00  0.64701288887E+00 -0.28240629979E+00

MEAN OF DEPENDENT VARIABLE   749999.280023280

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.657819320       0.026475625   24.84622
  2       1.100000000       0.647012889       0.096934407    6.67475
  3      -0.100000000      -0.282406300       0.097021731   -2.91075

SE of equation          =      0.040877035
Sum of squared residuals =  0.340870119        1.19926826    
Sum of ABS residuals     =   4.03498090    
R squared                =    1.00000
Durbin-Watson statistic  =    1.64921

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.484295812393E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      88 IER= 3 F=  0.401347045716E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.10123668946E-08 -0.10344095688E-08  0.15749552104E-09

X VALUES

  0.68239714353E+00  0.75157239107E+00 -0.28196942167E-01

MEAN OF DEPENDENT VARIABLE   749999.275553343

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.682397144       0.110095733    6.19822
  2       1.100000000       0.751572391       0.081258017    9.24921
  3      -0.100000000      -0.028196942       0.083502076   -0.33768

SE of equation          =      0.049469567
Sum of squared residuals =  0.401347046        1.51321889    
Sum of ABS residuals     =   3.42088542    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92856

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.342683219870E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.322674872468E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.39911205805E-06 -0.22156504858E-05 -0.14800551614E-05

X VALUES

  0.30367797774E+00  0.96790305524E+00 -0.26718548191E-01

MEAN OF DEPENDENT VARIABLE   749999.303193459

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.303677978       0.103047040    2.94698
  2       1.100000000       0.967903055       0.084883553   11.40272
  3      -0.100000000      -0.026718548       0.084969756   -0.31445

SE of equation          =      0.045479981
Sum of squared residuals =  0.322674872        1.29510840    
Sum of ABS residuals     =   2.97979558    
R squared                =    1.00000
Durbin-Watson statistic  =    1.73330

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.594629786071E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     105 IER= 4 F=  0.382242598290E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.49915795587E-05  0.15166185630E-05 -0.12500052450E-06

X VALUES

  0.55256147399E+00  0.83814441881E+00 -0.61235053682E+00

MEAN OF DEPENDENT VARIABLE   749999.272914161

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.552561474       0.025559669   21.61849
  2       1.100000000       0.838144419       0.076932140   10.89459
  3      -0.100000000      -0.612350537       0.077561447   -7.89504

SE of equation          =      0.043286698
Sum of squared residuals =  0.382242598       0.830476548    
Sum of ABS residuals     =   4.27084016    
R squared                =    1.00000
Durbin-Watson statistic  =    1.77230

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.106082703362E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.966341943367E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.35510541238E-11 -0.35054856318E-11

X VALUES

  0.12115034213E+01 -0.37609335202E+00

MEAN OF DEPENDENT VARIABLE   749999.257754974

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.211503421       0.119576622   10.13161
  2      -0.100000000      -0.376093352       0.118842239   -3.16464

SE of equation          =      0.028862664
Sum of squared residuals =  0.966341943E-01   0.841918558    
Sum of ABS residuals     =   1.39941630    
R squared                =    1.00000
Durbin-Watson statistic  =    1.52389

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.259347759069E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.222631653893E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.59480758974E-11  0.48219370368E-11

X VALUES

  0.12365725766E+01 -0.40292734605E+00

MEAN OF DEPENDENT VARIABLE   749999.220071150

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.236572577       0.086617617   14.27622
  2      -0.100000000      -0.402927346       0.081663216   -4.93401

SE of equation          =      0.033035309
Sum of squared residuals =  0.222631654       0.867978281    
Sum of ABS residuals     =   3.19358127    
R squared                =    1.00000
Durbin-Watson statistic  =    1.64861

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4935357E-01 0.5234225E-01 0.4283966      1.083667    
  1954.2 0.5267622E-01 0.5783462E-01 0.6035586     0.8143333    
  1954.3 0.5366152E-01 0.5970489E-01  1.565325     0.8696667    
  1954.4 0.6016405E-01 0.5361334E-01  0.000000      1.036333    
  1955.1 0.6155792E-01 0.4710636E-01  0.000000      1.256333    
  1955.2 0.6012970E-01 0.4380454E-01 0.8282634      1.614333    
  1955.3 0.5430701E-01 0.4109694E-01  1.505297      1.861333    
  1955.4 0.5137093E-01 0.4208878E-01  1.783156      2.349333    
  1956.1 0.4381861E-01 0.4031458E-01  2.333570      2.379333    
  1956.2 0.4268946E-01 0.4190614E-01  2.430350      2.596667    
  1956.3 0.4118072E-01 0.4128671E-01  1.997546      2.596667    
  1956.4 0.4118970E-01 0.4100540E-01  1.792428      3.063667    
  1957.1 0.3840490E-01 0.3946671E-01  2.435466      3.171667    
  1957.2 0.3939163E-01 0.4062513E-01  3.273877      3.157000    
  1957.3 0.4121961E-01 0.4207225E-01  3.542010      3.382333    
  1957.4 0.4370794E-01 0.4923487E-01  3.319206      3.343333    
  1958.1 0.4675399E-01 0.6275076E-01  3.458990      1.838000    
  1958.2 0.4729280E-01 0.7359928E-01  3.202423      1.017667    
  1958.3 0.5031296E-01 0.7309055E-01  2.675388      1.710667    
  1958.4 0.5421541E-01 0.6352766E-01  1.476068      2.787667    
  1959.1 0.5756174E-01 0.5798631E-01 0.1458338      2.800333    
  1959.2 0.5973545E-01 0.5104500E-01  0.000000      3.019333    
  1959.3 0.7725463E-01 0.5287044E-01  0.000000      3.533000    
  1959.4 0.8682101E-01 0.5592834E-01  0.000000      4.299333    
  1960.1 0.8796685E-01 0.5159512E-01  0.000000      3.943000    
  1960.2 0.8278390E-01 0.5225835E-01 0.2751919      3.092333    
  1960.3 0.7519502E-01 0.5549938E-01 0.8948131      2.390333    
  1960.4 0.6515178E-01 0.6251647E-01  2.045016      2.360667    
  1961.1 0.5344682E-01 0.6773354E-01  2.690648      2.376667    
  1961.2 0.4585337E-01 0.6971717E-01  3.356319      2.324667    
  1961.3 0.3587209E-01 0.6749309E-01  4.222307      2.324667    
  1961.4 0.2635295E-01 0.6171891E-01  5.178044      2.475000    
  1962.1 0.1913065E-01 0.5614436E-01  5.563663      2.739000    
  1962.2 0.1765925E-01 0.5482584E-01  5.909594      2.716000    
  1962.3 0.1551373E-01 0.5539051E-01  6.258493      2.858000    
  1962.4 0.1617669E-01 0.5505923E-01  6.336840      2.803333    
  1963.1 0.1753118E-01 0.5779253E-01  6.738626      2.909000    
  1963.2 0.2041370E-01 0.5680856E-01  7.077147      2.941333    
  1963.3 0.1467489E-01 0.5493742E-01  8.741865      3.280667    
  1963.4 0.1623804E-01 0.5572673E-01  8.766001      3.499333    
  1964.1 0.2048833E-01 0.5457706E-01  8.111967      3.538000    
  1964.2 0.2901913E-01 0.5220257E-01  7.552561      3.481333    
  1964.3 0.3681816E-01 0.4989598E-01  7.020885      3.504000    
  1964.4 0.4596101E-01 0.4953597E-01  6.446101      3.685000    
  1965.1 0.6334427E-01 0.4871666E-01  5.017636      3.899667    
  1965.2 0.7029053E-01 0.4655354E-01  3.995774      3.879000    
  1965.3 0.7078289E-01 0.4351989E-01  4.471728      3.859667    
  1965.4 0.6598922E-01 0.4102298E-01  5.220743      4.158667    
  1966.1 0.6493976E-01 0.3848268E-01  5.204354      4.630667    
  1966.2 0.6365560E-01 0.3807639E-01  4.380493      4.597333    
  1966.3 0.6066747E-01 0.3750700E-01  4.442844      5.047667    
  1966.4 0.5484646E-01 0.3683286E-01  5.365405      5.246000    
  1967.1 0.5418594E-01 0.3809930E-01  5.850726      4.533667    
  1967.2 0.4650958E-01 0.3806934E-01  6.656080      3.657333    
  1967.3 0.3371510E-01 0.3784696E-01  7.859629      4.344667    
  1967.4 0.2907047E-01 0.3915978E-01  7.676376      4.787333    
  1968.1 0.2254332E-01 0.3728355E-01  8.450349      5.064667    
  1968.2 0.2016612E-01 0.3537721E-01  9.191962      5.510000    
  1968.3 0.1671550E-01 0.3510557E-01  9.616630      5.226333    
  1968.4 0.1418076E-01 0.3392130E-01  10.14144      5.580667    
  1969.1 0.1513215E-01 0.3376971E-01  10.08527      6.137667    
  1969.2 0.1602096E-01 0.3424592E-01  9.853665      6.240000    
  1969.3 0.1578486E-01 0.3590757E-01  9.871476      7.046667    
  1969.4 0.2268576E-01 0.3581941E-01  9.625987      7.317667    
  1970.1 0.2589602E-01 0.4159508E-01  8.986003      7.262667    
  1970.2 0.2650967E-01 0.4746577E-01  9.282863      6.752333    
  1970.3 0.3109156E-01 0.5169088E-01  9.674143      6.374667    
  1970.4 0.4053170E-01 0.5802797E-01  6.921381      5.358333    
  1971.1 0.4592829E-01 0.5914467E-01  5.120782      3.863333    
  1971.2 0.4825731E-01 0.5907857E-01  5.640302      4.206000    
  1971.3 0.4669685E-01 0.5983336E-01  6.496005      5.050333    
  1971.4 0.4833724E-01 0.5954344E-01  6.622936      4.234333    
  1972.1 0.4354834E-01 0.5768041E-01  7.010315      3.435333    
  1972.2 0.4298764E-01 0.5658509E-01  7.487596      3.748333    
  1972.3 0.4254230E-01 0.5584112E-01  7.838417      4.241333    
  1972.4 0.4012965E-01 0.5304486E-01  8.173465      4.851333    
  1973.1 0.4116393E-01 0.4950510E-01  8.331740      5.639667    
  1973.2 0.4039698E-01 0.4889844E-01  8.542955      6.608333    
  1973.3 0.3968983E-01 0.4793204E-01  8.831586      8.388333    
  1973.4 0.3944766E-01 0.4769321E-01  9.278368      7.461667    
  1974.1 0.3555066E-01 0.5085049E-01  10.01973      7.600333    
  1974.2 0.3611580E-01 0.5161500E-01  10.10532      8.268000    
  1974.3 0.3855835E-01 0.5583721E-01  10.35463      8.286333    
  1974.4 0.4333591E-01 0.6556479E-01  10.44807      7.336000    
  1975.1 0.4844220E-01 0.8217515E-01  10.61217      5.873333    
  1975.2 0.5357243E-01 0.8828988E-01  9.775067      5.400667    
  1975.3 0.5773738E-01 0.8467753E-01  8.463442      6.336667    
  1975.4 0.6635281E-01 0.8259670E-01  7.455856      5.684333    
  1976.1 0.6862167E-01 0.7723461E-01  7.157061      4.953333    
  1976.2 0.6872559E-01 0.7526804E-01  7.122569      5.168667    
  1976.3 0.7074359E-01 0.7700112E-01  6.827826      5.168667    
  1976.4 0.6911154E-01 0.7733424E-01  6.128909      4.698000    
  1977.1 0.6837986E-01 0.7493048E-01  5.946424      4.624000    
  1977.2 0.6515740E-01 0.7104693E-01  6.457724      4.828667    
  1977.3 0.5972315E-01 0.6864221E-01  6.919192      5.472000    
  1977.4 0.5781064E-01 0.6612385E-01  6.695952      6.137000    
  1978.1 0.5737521E-01 0.6326666E-01  6.889738      6.408000    
  1978.2 0.5236864E-01 0.5999476E-01  7.860681      6.481000    
  1978.3 0.5095078E-01 0.6021465E-01  8.514727      7.315333    
  1978.4 0.4564627E-01 0.5883992E-01  7.661968      8.680333    
  1979.1 0.4271325E-01 0.5877879E-01  8.505893      9.357667    
  1979.2 0.4287086E-01 0.5714052E-01  9.375495      9.372333    
  1979.3 0.4193687E-01 0.5868435E-01  9.944741      9.631333    
  1979.4 0.4280049E-01 0.5940129E-01  13.21340      11.80367    
  1980.1 0.4365030E-01 0.6296949E-01  12.03506      13.45867    
  1980.2 0.4583267E-01 0.7323656E-01  10.90685      10.04933    
  1980.3 0.4876656E-01 0.7680771E-01  12.75863      9.235333    
  1980.4 0.4964694E-01 0.7398623E-01  15.70331      13.70967    
  1981.1 0.5415633E-01 0.7426606E-01  14.43283      14.36900    
  1981.2 0.6199973E-01 0.7398937E-01  15.41022      14.82900    
  1981.3 0.6724315E-01 0.7417361E-01  16.09535      15.08733    
  1981.4 0.7158700E-01 0.8241053E-01  15.70649      12.02267    
  1982.1 0.7405133E-01 0.8843563E-01  17.11569      12.89500    
  1982.2 0.7538599E-01 0.9425762E-01  16.51369      12.35900    
  1982.3 0.7862182E-01 0.9942961E-01  14.45688      9.705333    
  1982.4 0.8255577E-01 0.1067659      13.12551      7.935000    
  1983.1 0.8064334E-01 0.1039701      12.48380      8.081333    
  1983.2 0.7855713E-01 0.1010214      11.88326      8.420667    
  1983.3 0.7787342E-01 0.9360138E-01  11.67034      9.186667    
  1983.4 0.7694286E-01 0.8541760E-01  11.38866      8.793333    
  1984.1 0.8450870E-01 0.7871758E-01  10.57414      9.133333    
  1984.2 0.8235443E-01 0.7478733E-01  10.32263      9.843333    
  1984.3 0.7195399E-01 0.7451999E-01  11.00886      10.34333    
  1984.4 0.6560202E-01 0.7283015E-01  10.37754      8.973333    
  1985.1 0.5708995E-01 0.7279936E-01  9.994214      8.183333    
  1985.2 0.5237425E-01 0.7288834E-01  10.38163      7.523333    
  1985.3 0.4600283E-01 0.7210537E-01  10.71874      7.103333    
  1985.4 0.4227494E-01 0.7054201E-01  10.63068      7.146667    
  1986.1 0.4258672E-01 0.7015712E-01  9.796756      6.886667    
  1986.2 0.3882581E-01 0.7180384E-01  9.715789      6.130000    
  1986.3 0.3360135E-01 0.6991001E-01  10.46833      5.533333    
  1986.4 0.3168720E-01 0.6835172E-01  10.32283      5.340000    
  1987.1 0.3892682E-01 0.6620689E-01  9.422630      5.533333    
  1987.2 0.3942969E-01 0.6280795E-01  9.004460      5.733333    
  1987.3 0.3803401E-01 0.6014193E-01  9.837235      6.033333    
  1987.4 0.3459590E-01 0.5868976E-01  10.07553      6.003333    
  1988.1 0.3491401E-01 0.5727587E-01  9.821862      5.760000    
  1988.2 0.3716616E-01 0.5487146E-01  9.300395      6.230000    
  1988.3 0.4060026E-01 0.5492451E-01  9.100634      6.993333    
  1988.4 0.4289936E-01 0.5350265E-01  8.897780      7.703333    
  1989.1 0.4619773E-01 0.5215423E-01  8.644776      8.533333    
  1989.2 0.4582226E-01 0.5244464E-01  8.331465      8.440000    
  1989.3 0.4466637E-01 0.5277223E-01  7.915995      7.850000    
  1989.4 0.4212380E-01 0.5373561E-01  7.857689      7.633333    
  1990.1 0.3837209E-01 0.5300361E-01  8.504394      7.756667    
  1990.2 0.3339081E-01 0.5337414E-01  8.880301      7.766667    
  1990.3 0.3517593E-01 0.5687498E-01  8.883808      7.493333    
  1990.4 0.3346394E-01 0.6113686E-01  7.636208      7.023333    
  1991.1 0.4201783E-01 0.6574073E-01  6.512944      6.053333    
  1991.2 0.4412715E-01 0.6823443E-01  6.735692      5.593333    
  1991.3 0.4490815E-01 0.6853392E-01  7.545408      5.406667    
  1991.4 0.4492676E-01 0.7096660E-01  7.376778      4.583333    
  1992.1 0.4582523E-01 0.7379080E-01  6.986822      3.910000    
  1992.2 0.5420684E-01 0.7594573E-01  5.976253      3.723333    
  1992.3 0.5954790E-01 0.7626478E-01  4.550508      3.130000    
  1992.4 0.6589586E-01 0.7406133E-01  3.673339      3.076667    
  1993.1 0.6802015E-01 0.7149713E-01  3.598602      2.993333    
  1993.2 0.6774047E-01 0.7068857E-01  3.739569      2.983333    
  1993.3 0.6806355E-01 0.6799552E-01  3.632917      3.020000    
  1993.4 0.6992914E-01 0.6619143E-01  3.465074      3.080000    
  1994.1 0.6826317E-01 0.6555817E-01  3.106175      3.250000    
  1994.2 0.6511111E-01 0.6165512E-01  3.230374      4.036667    
  1994.3 0.5981632E-01 0.6001291E-01  3.633114      4.510000    
  1994.4 0.5726874E-01 0.5619378E-01  3.887412      5.283333    
  1995.1 0.4996937E-01 0.5477964E-01  3.958540      5.780000    
  1995.2 0.4488271E-01 0.5674622E-01  4.364642      5.623333    
  1995.3 0.4289942E-01 0.5658385E-01  4.725469      5.380000    
  1995.4 0.4450782E-01 0.5572015E-01  4.559698      5.270000    
  1996.1 0.4787600E-01 0.5545427E-01  4.475120      4.950000    
  1996.2 0.5766475E-01 0.5470120E-01  2.137882      5.040000    
  1996.3 0.5558852E-01 0.5259294E-01 0.8893118      5.136667    
  1996.4 0.4881556E-01 0.5310254E-01  3.040311      4.970000    
  1997.1 0.4348740E-01 0.5223738E-01  5.326528      5.063333    
  1997.2 0.4003119E-01 0.4974959E-01  5.529536      5.073333    
  1997.3 0.3780954E-01 0.4858023E-01  5.178245      5.056667    
  1997.4 0.3791647E-01 0.4680572E-01  5.161040      5.086667    
  1998.1 0.3667204E-01 0.4637954E-01  4.982563      5.053333    
  1998.2 0.3826872E-01 0.4414228E-01  4.739933      4.976667    
  1998.3 0.4350555E-01 0.4528502E-01  4.128846      4.823333    
  1998.4 0.4864396E-01 0.4429607E-01  3.165322      4.253333    
  1999.1 0.4838952E-01 0.4284456E-01  3.506414      4.406667    
  1999.2 0.4626113E-01 0.4248440E-01  4.336442      4.453333    
  1999.3 0.4209916E-01 0.4243400E-01  4.923513      4.650000    
  1999.4 0.4092838E-01 0.4077788E-01  4.999199      5.043333    
  2000.1 0.3508993E-01 0.4048765E-01  6.032946      5.520000    
  2000.2 0.3764819E-01 0.3947782E-01  5.639476      5.713333    
  2000.3 0.4359988E-01 0.4030117E-01  4.550783      6.016667    
  2000.4 0.4533777E-01 0.3918419E-01  4.306734      6.016667    
  2001.1 0.4639454E-01 0.4230321E-01  5.220208      4.816667    
  2001.2 0.4927356E-01 0.4411448E-01  5.770580      3.660000    
  2001.3 0.4811585E-01 0.4819249E-01  6.516969      3.170000    
  2001.4 0.4979937E-01 0.5537421E-01  5.874335      1.906667    
  2002.1 0.5336641E-01 0.5705425E-01  5.263522      1.820000    
  2002.2 0.5214485E-01 0.5845793E-01  5.164280      1.716667    
  2002.3 0.5013207E-01 0.5732000E-01  5.912037      1.643333    
  2002.4 0.4799453E-01 0.5851777E-01  6.264056      1.333333    
  2003.1 0.5122034E-01 0.5873963E-01  5.486553      1.156667    
  2003.2 0.5430967E-01 0.6152488E-01  4.207212      1.043333    
  2003.3 0.5578354E-01 0.6107130E-01  4.115883     0.9300000    
  2003.4 0.5413406E-01 0.5820932E-01  4.637353     0.9166667    
  2004.1 0.4854998E-01 0.5687648E-01  5.082537     0.9166667    
  2004.2 0.4276097E-01 0.5595400E-01  5.714128      1.076667    
  2004.3 0.3412335E-01 0.5440757E-01  6.775781      1.486667    
  2004.4 0.3209572E-01 0.5396538E-01  7.823223      2.006667    
  2005.1 0.3148665E-01 0.5292068E-01  7.588189      2.536667    
  2005.2 0.2974634E-01 0.5115378E-01  7.428264      2.863333    
  2005.3 0.2786828E-01 0.4975337E-01  7.661797      3.360000    
  2005.4 0.3160385E-01 0.4964352E-01  7.404625      3.826667    
  2006.1 0.3418375E-01 0.4731667E-01  6.123124      4.393333    
  2006.2 0.3704432E-01 0.4666969E-01  4.707062      4.703333    
  2006.3 0.4217983E-01 0.4655398E-01  4.221900      4.906667    
  2006.4 0.4974609E-01 0.4466963E-01  2.778967      4.903333    
  2007.1 0.5229852E-01 0.4536088E-01  2.594152      4.983333    
  2007.2 0.5564336E-01 0.4507805E-01  2.501311      4.736667    
  2007.3 0.5715024E-01 0.4670151E-01  2.322132      4.303333    
  2007.4 0.5435783E-01 0.4813029E-01  2.708337      3.390000    
  2008.1 0.5295509E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5479486E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5881717E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6664311E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7484178E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8328498E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8789537E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8808183E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8925939E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8907512E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9459694E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9573253E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9628646E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9412700E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9417548E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9311489E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9331490E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9619404E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9584651E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9550212E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9991044E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1001153     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9622882E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1001618     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1042410     0.7353172E-01  0.000000     0.2222305    
  2014.2 0.1039094     0.7371212E-01 0.3819970     0.2267692    
  2014.3 0.1050216     0.7344075E-01 0.6353504     0.2727381    
  2014.4 0.1046875     0.7270034E-01  1.033758     0.3896289    
  2015.1 0.1035839     0.7163268E-01 0.9323902     0.5446822    
  2015.2 0.1065414     0.7041296E-01 0.2571396     0.7056998    
  2015.3 0.1082379     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.1081129     0.6810526E-01 0.2695835      1.011500    
  2016.1 0.1066148     0.6720077E-01 0.1981728      1.148466    
  2016.2 0.1032442     0.6650839E-01  0.000000      1.268463    
  2016.3 0.1002117     0.6602361E-01 0.8212805      1.370028    
  2016.4 0.9475270E-01 0.6572500E-01  2.356209      1.454232    
  2017.1 0.8738703E-01 0.6557762E-01  2.413299      1.523254    
  2017.2 0.8190713E-01 0.6554472E-01  1.701269      1.579320    
  2017.3 0.8175349E-01 0.6559437E-01  1.702865      1.624370    
  2017.4 0.8069470E-01 0.6569973E-01  2.104070      1.660170    
  2018.1 0.8122085E-01 0.6583532E-01  2.129282      1.688692    
  2018.2 0.7750410E-01 0.6598118E-01  2.908866      1.711782    
  2018.3 0.7687943E-01 0.6612472E-01  3.494764      1.730742    
  2018.4 0.7624274E-01 0.6625905E-01  4.009264      1.746369    
  2019.1 0.8615233E-01 0.6637441E-01  3.001133      1.759767    
  2019.2 0.8636340E-01 0.6646188E-01  2.588287      1.772234    
  2019.3 0.8076856E-01 0.6651811E-01  3.115185      1.784603    
  2019.4 0.7955511E-01 0.6654506E-01  2.389282      1.797049    
  2020.1 0.7798759E-01 0.6654177E-01  1.663026      1.809908    
  2020.2 0.7668994E-01 0.6650849E-01  1.669197      1.823601    
  2020.3 0.7421911E-01 0.6644969E-01  2.009943      1.838160    
  2020.4 0.7492665E-01 0.6637212E-01  1.555152      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.514944373833E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     115 IER= 4 F=  0.398866984619E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.79789110085E-06 -0.11606494332E-06 -0.84613655200E-07

X VALUES

  0.56008577413E+00  0.95944519095E+00 -0.23153172920E+00

MEAN OF DEPENDENT VARIABLE   749999.213552833

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.560085774       0.020728119   27.02058
  2       1.100000000       0.959445191       0.068425343   14.02178
  3      -0.100000000      -0.231531729       0.062676620   -3.69407

SE of equation          =      0.013982955
Sum of squared residuals =  0.398866985E-01  -0.478166345E-01
Sum of ABS residuals     =   1.13429219    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99464

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.246318116272E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     132 IER= 4 F=  0.139276940540E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.44863013844E-08 -0.76666210815E-07 -0.82206406999E-07

X VALUES

  0.68192173565E+00  0.10605209284E+01 -0.13570814256E+00

MEAN OF DEPENDENT VARIABLE   749999.235018152

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.681921736       0.023533381   28.97679
  2       1.100000000       1.060520928       0.074201226   14.29250
  3      -0.100000000      -0.135708143       0.067991753   -1.99595

SE of equation          =      0.008262748
Sum of squared residuals =  0.139276941E-01   0.481411548E-01
Sum of ABS residuals     =  0.669523820    
R squared                =    1.00000
Durbin-Watson statistic  =    1.89651

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.479356949918E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.406624546585E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.31746444531E-07 -0.70566650569E-06 -0.66468615393E-06

X VALUES

  0.52336376560E+00  0.10660493910E+01 -0.19385957251E+00

MEAN OF DEPENDENT VARIABLE   749999.259616300

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.523363766       0.031206628   16.77092
  2       1.100000000       1.066049391       0.070535159   15.11373
  3      -0.100000000      -0.193859573       0.066410941   -2.91909

SE of equation          =      0.014552787
Sum of squared residuals =  0.406624547E-01   0.152352735    
Sum of ABS residuals     =   1.08874981    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99448

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.470959549112E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      90 IER= 4 F=  0.380872496946E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.12724793169E-03  0.15756224722E-04  0.18862291031E-04

X VALUES

  0.50073705188E+00  0.10962453690E+01 -0.16849355677E+00

MEAN OF DEPENDENT VARIABLE   749999.235527435

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.500737052       0.008298959   60.33734
  2       1.100000000       1.096245369       0.070215181   15.61265
  3      -0.100000000      -0.168493557       0.065545959   -2.57062

SE of equation          =      0.013663902
Sum of squared residuals =  0.380872497E-01  -0.442886580    
Sum of ABS residuals     =   1.18791363    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98245

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.356200858071E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     110 IER= 3 F=  0.356016045491E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.63746199535E-08 -0.14669801056E-07 -0.47028024823E-08

X VALUES

  0.52388234631E+00  0.12230025486E+01 -0.28706950867E+00

MEAN OF DEPENDENT VARIABLE   749999.254272069

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.523882346       0.428563870    1.22241
  2       1.100000000       1.223002549       2.221580684    0.55051
  3      -0.100000000      -0.287069509       2.041680812   -0.14060

SE of equation          =      0.417753120
Sum of squared residuals =   35.6016045        6.50683567    
Sum of ABS residuals     =   7.95771040    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96234

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.421669069119E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=     108 IER= 3 F=  0.416894941360E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.25824366112E-07 -0.61397895065E-07 -0.19853607163E-07

X VALUES

  0.44005892848E+00  0.69783706625E+00  0.25052370128E-01

MEAN OF DEPENDENT VARIABLE   749999.231887850

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.440058928       0.225328519    1.95297
  2       1.100000000       0.697837066       0.363262162    1.92103
  3      -0.100000000       0.025052370       0.336262988    0.07450

SE of equation          =      0.142954631
Sum of squared residuals =   4.16894941        2.77135581    
Sum of ABS residuals     =   5.34768247    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94027

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.880991489420E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.837660654563E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.88889534279E-08  0.94654015864E-07  0.10112495136E-06

X VALUES

  0.69269089525E+00  0.92768599709E+00  0.59905400909E-01

MEAN OF DEPENDENT VARIABLE   749999.425617788

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.692690895       0.120460708    5.75035
  2       1.100000000       0.927685997       0.081448566   11.38984
  3      -0.100000000       0.059905401       0.082100758    0.72966

SE of equation          =      0.071468083
Sum of squared residuals =  0.837660655        1.42478286    
Sum of ABS residuals     =   5.18967906    
R squared                =    1.00000
Durbin-Watson statistic  =    1.88507

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.390648560446E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.350579942273E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.46325164252E-05 -0.42456812887E-05 -0.80873621909E-05

X VALUES

  0.59613677121E+00  0.88368975898E+00 -0.17187324114E+00

MEAN OF DEPENDENT VARIABLE   749999.294678833

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.596136771       0.046632970   12.78359
  2       1.100000000       0.883689759       0.100722492    8.77351
  3      -0.100000000      -0.171873241       0.099368307   -1.72966

SE of equation          =      0.041455146
Sum of squared residuals =  0.350579942        1.45990359    
Sum of ABS residuals     =   3.92414757    
R squared                =    1.00000
Durbin-Watson statistic  =    1.67439

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.373469435347E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.310677552876E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.11663833600E-06 -0.18227978531E-05 -0.17310422020E-05

X VALUES

  0.86571772494E+00  0.89565745180E+00 -0.85399547003E-01

MEAN OF DEPENDENT VARIABLE   749999.275285433

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.865717725       0.100129638    8.64597
  2       1.100000000       0.895657452       0.083683174   10.70296
  3      -0.100000000      -0.085399547       0.082776948   -1.03168

SE of equation          =      0.043524422
Sum of squared residuals =  0.310677553       0.428681403    
Sum of ABS residuals     =   3.16947146    
R squared                =    1.00000
Durbin-Watson statistic  =    1.87540

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.329753234782E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     112 IER= 4 F=  0.237360830022E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.38943027495E-07 -0.16527215208E-06 -0.23807634324E-06

X VALUES

  0.49837178329E-01  0.82370772839E+00  0.60915189006E-01

MEAN OF DEPENDENT VARIABLE   749999.258893391

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.049837178       0.075590925    0.65930
  2       1.100000000       0.823707728       0.073173215   11.25696
  3      -0.100000000       0.060915189       0.072974423    0.83475

SE of equation          =      0.039006971
Sum of squared residuals =  0.237360830       0.761498635    
Sum of ABS residuals     =   2.77828309    
R squared                =    1.00000
Durbin-Watson statistic  =    1.76956

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.403031039315E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.335787924319E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.35018793134E-07  0.54275295272E-06  0.51224217463E-06

X VALUES

  0.46933275497E+00  0.88529391469E+00 -0.35916001138E+00

MEAN OF DEPENDENT VARIABLE   749999.278298756

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.469332755       0.040399481   11.61730
  2       1.100000000       0.885293915       0.093363831    9.48219
  3      -0.100000000      -0.359160011       0.091174818   -3.93925

SE of equation          =      0.040571163
Sum of squared residuals =  0.335787924        1.79262994    
Sum of ABS residuals     =   3.95323703    
R squared                =    1.00000
Durbin-Watson statistic  =    1.75170

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.871865959755E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      41 IER= 3 F=  0.821407340424E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.94095393565E-11  0.22140959375E-11

X VALUES

  0.10176559367E+01 -0.18803775717E+00

MEAN OF DEPENDENT VARIABLE   749999.268136240

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.017655937       0.137291896    7.41235
  2      -0.100000000      -0.188037757       0.132913681   -1.41474

SE of equation          =      0.026610332
Sum of squared residuals =  0.821407340E-01   0.990479146    
Sum of ABS residuals     =   1.33606712    
R squared                =    1.00000
Durbin-Watson statistic  =    1.34671

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.303346705230E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      37 IER= 3 F=  0.288607130642E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.56240357980E-11  0.63131995330E-11

X VALUES

  0.10857375121E+01 -0.17585742678E+00

MEAN OF DEPENDENT VARIABLE   749999.260607144

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.085737512       0.085578701   12.68701
  2      -0.100000000      -0.175857427       0.083304836   -2.11101

SE of equation          =      0.037613041
Sum of squared residuals =  0.288607131        1.47336147    
Sum of ABS residuals     =   3.43917745    
R squared                =    1.00000
Durbin-Watson statistic  =    1.65913

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4922582E-01 0.5234225E-01  1.226273      1.083667    
  1954.2 0.5393481E-01 0.5783462E-01  1.186210     0.8143333    
  1954.3 0.5720843E-01 0.5970489E-01  1.526139     0.8696667    
  1954.4 0.5405695E-01 0.5361334E-01 0.7812195      1.036333    
  1955.1 0.5543226E-01 0.4710636E-01 0.8222371      1.256333    
  1955.2 0.6392934E-01 0.4380454E-01  0.000000      1.614333    
  1955.3 0.5724915E-01 0.4109694E-01  0.000000      1.861333    
  1955.4 0.4471007E-01 0.4208878E-01  2.620656      2.349333    
  1956.1 0.3374053E-01 0.4031458E-01  4.012754      2.379333    
  1956.2 0.2033483E-01 0.4190614E-01  5.310809      2.596667    
  1956.3 0.1213646E-01 0.4128671E-01  6.710869      2.596667    
  1956.4 0.1392075E-01 0.4100540E-01  4.771301      3.063667    
  1957.1 0.1247497E-01 0.3946671E-01  3.949255      3.171667    
  1957.2 0.1647090E-01 0.4062513E-01  5.024271      3.157000    
  1957.3 0.2077383E-01 0.4207225E-01  6.216890      3.382333    
  1957.4 0.2668324E-01 0.4923487E-01  6.547956      3.343333    
  1958.1 0.3087204E-01 0.6275076E-01  6.423544      1.838000    
  1958.2 0.3674572E-01 0.7359928E-01  5.376506      1.017667    
  1958.3 0.4106369E-01 0.7309055E-01  4.542798      1.710667    
  1958.4 0.4035481E-01 0.6352766E-01  4.729212      2.787667    
  1959.1 0.4358081E-01 0.5798631E-01  4.902832      2.800333    
  1959.2 0.4487215E-01 0.5104500E-01  5.220587      3.019333    
  1959.3 0.6116788E-01 0.5287044E-01  4.021422      3.533000    
  1959.4 0.6393927E-01 0.5592834E-01  3.885662      4.299333    
  1960.1 0.7279677E-01 0.5159512E-01  2.884081      3.943000    
  1960.2 0.7539931E-01 0.5225835E-01  2.100946      3.092333    
  1960.3 0.7521930E-01 0.5549938E-01  1.888707      2.390333    
  1960.4 0.7438045E-01 0.6251647E-01  1.546011      2.360667    
  1961.1 0.7371302E-01 0.6773354E-01 0.3367495      2.376667    
  1961.2 0.7154796E-01 0.6971717E-01  0.000000      2.324667    
  1961.3 0.6800117E-01 0.6749309E-01 0.1731914      2.324667    
  1961.4 0.6365379E-01 0.6171891E-01  0.000000      2.475000    
  1962.1 0.5647596E-01 0.5614436E-01 0.8566833      2.739000    
  1962.2 0.5859792E-01 0.5482584E-01  0.000000      2.716000    
  1962.3 0.4994528E-01 0.5539051E-01  0.000000      2.858000    
  1962.4 0.3758395E-01 0.5505923E-01  2.845548      2.803333    
  1963.1 0.2510802E-01 0.5779253E-01  4.667237      2.909000    
  1963.2 0.1472144E-01 0.5680856E-01  5.680428      2.941333    
  1963.3 0.7768175E-02 0.5493742E-01  6.632284      3.280667    
  1963.4 0.8331208E-02 0.5572673E-01  7.023150      3.499333    
  1964.1 0.7807694E-02 0.5457706E-01  6.806846      3.538000    
  1964.2 0.1089130E-01 0.5220257E-01  6.368352      3.481333    
  1964.3 0.1918352E-01 0.4989598E-01  6.358646      3.504000    
  1964.4 0.2342321E-01 0.4953597E-01  6.741728      3.685000    
  1965.1 0.3473254E-01 0.4871666E-01  6.246080      3.899667    
  1965.2 0.4291724E-01 0.4655354E-01  5.315337      3.879000    
  1965.3 0.4628754E-01 0.4351989E-01  4.964802      3.859667    
  1965.4 0.4970892E-01 0.4102298E-01  4.736817      4.158667    
  1966.1 0.4798574E-01 0.3848268E-01  4.515111      4.630667    
  1966.2 0.4559271E-01 0.3807639E-01  4.226365      4.597333    
  1966.3 0.4551102E-01 0.3750700E-01  4.581176      5.047667    
  1966.4 0.4152568E-01 0.3683286E-01  5.401543      5.246000    
  1967.1 0.3574167E-01 0.3809930E-01  5.673958      4.533667    
  1967.2 0.3061023E-01 0.3806934E-01  6.203896      3.657333    
  1967.3 0.3028300E-01 0.3784696E-01  6.598405      4.344667    
  1967.4 0.3385823E-01 0.3915978E-01  6.556997      4.787333    
  1968.1 0.3286354E-01 0.3728355E-01  6.558547      5.064667    
  1968.2 0.3944884E-01 0.3537721E-01  5.825932      5.510000    
  1968.3 0.4366532E-01 0.3510557E-01  4.689316      5.226333    
  1968.4 0.5071639E-01 0.3392130E-01  4.144246      5.580667    
  1969.1 0.5246067E-01 0.3376971E-01  3.947597      6.137667    
  1969.2 0.5415704E-01 0.3424592E-01  3.389690      6.240000    
  1969.3 0.5786407E-01 0.3590757E-01  3.294183      7.046667    
  1969.4 0.5906591E-01 0.3581941E-01  3.660463      7.317667    
  1970.1 0.6146054E-01 0.4159508E-01  2.821577      7.262667    
  1970.2 0.6357922E-01 0.4746577E-01  1.468923      6.752333    
  1970.3 0.6759670E-01 0.5169088E-01 0.9914240      6.374667    
  1970.4 0.7172779E-01 0.5802797E-01 0.2989364      5.358333    
  1971.1 0.6976257E-01 0.5914467E-01 0.3501895      3.863333    
  1971.2 0.6477291E-01 0.5907857E-01  1.141022      4.206000    
  1971.3 0.6069485E-01 0.5983336E-01  2.773492      5.050333    
  1971.4 0.5410246E-01 0.5954344E-01  5.027522      4.234333    
  1972.1 0.5093143E-01 0.5768041E-01  4.910555      3.435333    
  1972.2 0.5066450E-01 0.5658509E-01  4.669737      3.748333    
  1972.3 0.5685475E-01 0.5584112E-01  4.754791      4.241333    
  1972.4 0.5918027E-01 0.5304486E-01  5.285316      4.851333    
  1973.1 0.6622249E-01 0.4950510E-01  4.960243      5.639667    
  1973.2 0.6639664E-01 0.4889844E-01  5.224010      6.608333    
  1973.3 0.6580208E-01 0.4793204E-01  6.420297      8.388333    
  1973.4 0.6366020E-01 0.4769321E-01  7.075089      7.461667    
  1974.1 0.6396621E-01 0.5085049E-01  6.756608      7.600333    
  1974.2 0.6322333E-01 0.5161500E-01  6.902108      8.268000    
  1974.3 0.6423741E-01 0.5583721E-01  7.837630      8.286333    
  1974.4 0.6652125E-01 0.6556479E-01  8.699350      7.336000    
  1975.1 0.6521025E-01 0.8217515E-01  8.139793      5.873333    
  1975.2 0.6715846E-01 0.8828988E-01  7.422127      5.400667    
  1975.3 0.7350625E-01 0.8467753E-01  6.835643      6.336667    
  1975.4 0.7788847E-01 0.8259670E-01  5.976966      5.684333    
  1976.1 0.7966051E-01 0.7723461E-01  5.803220      4.953333    
  1976.2 0.8089659E-01 0.7526804E-01  5.828219      5.168667    
  1976.3 0.7958090E-01 0.7700112E-01  5.920800      5.168667    
  1976.4 0.7685280E-01 0.7733424E-01  6.118067      4.698000    
  1977.1 0.7536792E-01 0.7493048E-01  6.062344      4.624000    
  1977.2 0.7249192E-01 0.7104693E-01  6.243598      4.828667    
  1977.3 0.6729636E-01 0.6864221E-01  6.564149      5.472000    
  1977.4 0.6640532E-01 0.6612385E-01  6.311982      6.137000    
  1978.1 0.6475795E-01 0.6326666E-01  5.956422      6.408000    
  1978.2 0.6243040E-01 0.5999476E-01  6.194980      6.481000    
  1978.3 0.6110698E-01 0.6021465E-01  6.252468      7.315333    
  1978.4 0.5878538E-01 0.5883992E-01  6.376316      8.680333    
  1979.1 0.5836047E-01 0.5877879E-01  6.354347      9.357667    
  1979.2 0.5411787E-01 0.5714052E-01  7.178700      9.372333    
  1979.3 0.4850319E-01 0.5868435E-01  8.558027      9.631333    
  1979.4 0.5471246E-01 0.5940129E-01  8.348839      11.80367    
  1980.1 0.5641030E-01 0.6296949E-01  5.154988      13.45867    
  1980.2 0.6018286E-01 0.7323656E-01  4.928990      10.04933    
  1980.3 0.6436690E-01 0.7680771E-01  7.848718      9.235333    
  1980.4 0.6625184E-01 0.7398623E-01  10.64295      13.70967    
  1981.1 0.7132385E-01 0.7426606E-01  8.860598      14.36900    
  1981.2 0.8309652E-01 0.7398937E-01  7.316517      14.82900    
  1981.3 0.8355987E-01 0.7417361E-01  7.008869      15.08733    
  1981.4 0.7817805E-01 0.8241053E-01  10.03748      12.02267    
  1982.1 0.7284810E-01 0.8843563E-01  15.36388      12.89500    
  1982.2 0.6893783E-01 0.9425762E-01  15.06364      12.35900    
  1982.3 0.7120734E-01 0.9942961E-01  13.33451      9.705333    
  1982.4 0.7399738E-01 0.1067659      11.17705      7.935000    
  1983.1 0.7179803E-01 0.1039701      10.33432      8.081333    
  1983.2 0.6842553E-01 0.1010214      10.69375      8.420667    
  1983.3 0.6196113E-01 0.9360138E-01  11.09595      9.186667    
  1983.4 0.5972627E-01 0.8541760E-01  10.78005      8.793333    
  1984.1 0.6014180E-01 0.7871758E-01  9.891468      9.133333    
  1984.2 0.5525609E-01 0.7478733E-01  10.15765      9.843333    
  1984.3 0.4969551E-01 0.7451999E-01  10.94757      10.34333    
  1984.4 0.5325793E-01 0.7283015E-01  8.375517      8.973333    
  1985.1 0.5095061E-01 0.7279936E-01  7.840848      8.183333    
  1985.2 0.5282732E-01 0.7288834E-01  8.315987      7.523333    
  1985.3 0.5456850E-01 0.7210537E-01  8.558865      7.103333    
  1985.4 0.5736588E-01 0.7054201E-01  8.510961      7.146667    
  1986.1 0.6074469E-01 0.7015712E-01  8.036382      6.886667    
  1986.2 0.5653725E-01 0.7180384E-01  8.041496      6.130000    
  1986.3 0.5366823E-01 0.6991001E-01  8.827990      5.533333    
  1986.4 0.4576900E-01 0.6835172E-01  8.321656      5.340000    
  1987.1 0.4590946E-01 0.6620689E-01  8.432057      5.533333    
  1987.2 0.5240116E-01 0.6280795E-01  5.993105      5.733333    
  1987.3 0.4705862E-01 0.6014193E-01  5.071090      6.033333    
  1987.4 0.3743632E-01 0.5868976E-01  7.386132      6.003333    
  1988.1 0.2895383E-01 0.5727587E-01  9.757907      5.760000    
  1988.2 0.2551949E-01 0.5487146E-01  10.22259      6.230000    
  1988.3 0.2123543E-01 0.5492451E-01  10.11472      6.993333    
  1988.4 0.1550869E-01 0.5350265E-01  10.26009      7.703333    
  1989.1 0.1812946E-01 0.5215423E-01  9.439131      8.533333    
  1989.2 0.2068705E-01 0.5244464E-01  8.140546      8.440000    
  1989.3 0.2589624E-01 0.5277223E-01  7.247081      7.850000    
  1989.4 0.3425404E-01 0.5373561E-01  5.692678      7.633333    
  1990.1 0.3704316E-01 0.5300361E-01  5.583361      7.756667    
  1990.2 0.4053118E-01 0.5337414E-01  5.496441      7.766667    
  1990.3 0.4483385E-01 0.5687498E-01  5.508781      7.493333    
  1990.4 0.4687438E-01 0.6113686E-01  5.665285      7.023333    
  1991.1 0.4854200E-01 0.6574073E-01  5.828207      6.053333    
  1991.2 0.5639112E-01 0.6823443E-01  3.612291      5.593333    
  1991.3 0.5056269E-01 0.6853392E-01  2.673134      5.406667    
  1991.4 0.4331358E-01 0.7096660E-01  4.902176      4.583333    
  1992.1 0.3649813E-01 0.7379080E-01  6.851258      3.910000    
  1992.2 0.3097811E-01 0.7594573E-01  7.289083      3.723333    
  1992.3 0.3118027E-01 0.7626478E-01  6.863572      3.130000    
  1992.4 0.3074724E-01 0.7406133E-01  6.497268      3.076667    
  1993.1 0.3058750E-01 0.7149713E-01  7.851764      2.993333    
  1993.2 0.3320106E-01 0.7068857E-01  8.228498      2.983333    
  1993.3 0.3739175E-01 0.6799552E-01  7.624634      3.020000    
  1993.4 0.4303198E-01 0.6619143E-01  7.321041      3.080000    
  1994.1 0.4853272E-01 0.6555817E-01  6.977464      3.250000    
  1994.2 0.5344544E-01 0.6165512E-01  6.108790      4.036667    
  1994.3 0.5623823E-01 0.6001291E-01  5.693438      4.510000    
  1994.4 0.5624695E-01 0.5619378E-01  5.938682      5.283333    
  1995.1 0.6112911E-01 0.5477964E-01  5.794511      5.780000    
  1995.2 0.5718007E-01 0.5674622E-01  5.978000      5.623333    
  1995.3 0.4694184E-01 0.5658385E-01  6.882438      5.380000    
  1995.4 0.4546375E-01 0.5572015E-01  6.128265      5.270000    
  1996.1 0.4304552E-01 0.5545427E-01  5.978527      4.950000    
  1996.2 0.4168730E-01 0.5470120E-01  6.342337      5.040000    
  1996.3 0.4224355E-01 0.5259294E-01  6.229550      5.136667    
  1996.4 0.4072512E-01 0.5310254E-01  6.210454      4.970000    
  1997.1 0.3945603E-01 0.5223738E-01  5.878975      5.063333    
  1997.2 0.3941533E-01 0.4974959E-01  5.653957      5.073333    
  1997.3 0.4365393E-01 0.4858023E-01  5.198464      5.056667    
  1997.4 0.4854501E-01 0.4680572E-01  4.251731      5.086667    
  1998.1 0.5152403E-01 0.4637954E-01  4.060344      5.053333    
  1998.2 0.5038176E-01 0.4414228E-01  4.220328      4.976667    
  1998.3 0.5103942E-01 0.4528502E-01  4.264389      4.823333    
  1998.4 0.4848678E-01 0.4429607E-01  3.827179      4.253333    
  1999.1 0.4593984E-01 0.4284456E-01  4.598485      4.406667    
  1999.2 0.4487374E-01 0.4248440E-01  5.696453      4.453333    
  1999.3 0.4100060E-01 0.4243400E-01  7.316121      4.650000    
  1999.4 0.3742091E-01 0.4077788E-01  6.234140      5.043333    
  2000.1 0.3325907E-01 0.4048765E-01  5.827137      5.520000    
  2000.2 0.3721116E-01 0.3947782E-01  5.775523      5.713333    
  2000.3 0.4732041E-01 0.4030117E-01  5.227810      6.016667    
  2000.4 0.5402120E-01 0.3918419E-01  4.849053      6.016667    
  2001.1 0.5768577E-01 0.4230321E-01  4.391885      4.816667    
  2001.2 0.6067974E-01 0.4411448E-01  4.423701      3.660000    
  2001.3 0.6312686E-01 0.4819249E-01  3.778403      3.170000    
  2001.4 0.6302658E-01 0.5537421E-01  3.419559      1.906667    
  2002.1 0.6102833E-01 0.5705425E-01  3.854292      1.820000    
  2002.2 0.5957983E-01 0.5845793E-01  4.118136      1.716667    
  2002.3 0.5732958E-01 0.5732000E-01  4.260237      1.643333    
  2002.4 0.5517999E-01 0.5851777E-01  4.622696      1.333333    
  2003.1 0.5253094E-01 0.5873963E-01  4.608582      1.156667    
  2003.2 0.5019533E-01 0.6152488E-01  4.307262      1.043333    
  2003.3 0.4875539E-01 0.6107130E-01  4.205775     0.9300000    
  2003.4 0.4675806E-01 0.5820932E-01  4.389968     0.9166667    
  2004.1 0.4027797E-01 0.5687648E-01  4.492121     0.9166667    
  2004.2 0.3699780E-01 0.5595400E-01  4.722843      1.076667    
  2004.3 0.3527524E-01 0.5440757E-01  4.603115      1.486667    
  2004.4 0.3811184E-01 0.5396538E-01  3.987963      2.006667    
  2005.1 0.4202305E-01 0.5292068E-01  3.785265      2.536667    
  2005.2 0.3988961E-01 0.5115378E-01  4.207097      2.863333    
  2005.3 0.4051174E-01 0.4975337E-01  4.394511      3.360000    
  2005.4 0.3883135E-01 0.4964352E-01  3.966512      3.826667    
  2006.1 0.3554709E-01 0.4731667E-01  4.494641      4.393333    
  2006.2 0.3501569E-01 0.4666969E-01  5.305590      4.703333    
  2006.3 0.3111066E-01 0.4655398E-01  6.825214      4.906667    
  2006.4 0.3251086E-01 0.4466963E-01  6.364580      4.903333    
  2007.1 0.3503415E-01 0.4536088E-01  5.264046      4.983333    
  2007.2 0.3497623E-01 0.4507805E-01  5.565324      4.736667    
  2007.3 0.3574187E-01 0.4670151E-01  6.147380      4.303333    
  2007.4 0.4409794E-01 0.4813029E-01  3.533205      3.390000    
  2008.1 0.4895332E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5291754E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5823584E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5998562E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6932318E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7680915E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8418412E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9394182E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9605866E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9468334E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9643740E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9542179E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9296287E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9311721E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.8873842E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8431577E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8453521E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8150612E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.7694393E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7417754E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7521531E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7618216E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7577286E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7777782E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8348605E-01 0.7353172E-01  0.000000     0.2222305    
  2014.2 0.8882454E-01 0.7371212E-01  0.000000     0.2267692    
  2014.3 0.9162348E-01 0.7344075E-01  0.000000     0.2727381    
  2014.4 0.9326396E-01 0.7270034E-01  0.000000     0.3896289    
  2015.1 0.9304427E-01 0.7163268E-01 0.1275899     0.5446822    
  2015.2 0.9565762E-01 0.7041296E-01 0.6157610E-01 0.7056998    
  2015.3 0.9590047E-01 0.6919799E-01 0.7033632     0.8622789    
  2015.4 0.9423145E-01 0.6810526E-01 0.3758971      1.011500    
  2016.1 0.9218772E-01 0.6720077E-01 0.9797010      1.148466    
  2016.2 0.9047092E-01 0.6650839E-01  1.441567      1.268463    
  2016.3 0.9184806E-01 0.6602361E-01 0.6273595      1.370028    
  2016.4 0.9642869E-01 0.6572500E-01  0.000000      1.454232    
  2017.1 0.1039121     0.6557762E-01  0.000000      1.523254    
  2017.2 0.1067757     0.6554472E-01  0.000000      1.579320    
  2017.3 0.1075966     0.6559437E-01  0.000000      1.624370    
  2017.4 0.1046705     0.6569973E-01 0.4630442E-01  1.660170    
  2018.1 0.9746954E-01 0.6583532E-01 0.7690626E-02  1.688692    
  2018.2 0.9018443E-01 0.6598118E-01 0.5000173      1.711782    
  2018.3 0.8141017E-01 0.6612472E-01  1.349843      1.730742    
  2018.4 0.7570364E-01 0.6625905E-01  1.909149      1.746369    
  2019.1 0.6923698E-01 0.6637441E-01  3.137461      1.759767    
  2019.2 0.6521259E-01 0.6646188E-01  3.915665      1.772234    
  2019.3 0.6606843E-01 0.6651811E-01  3.191244      1.784603    
  2019.4 0.7130537E-01 0.6654506E-01  2.179281      1.797049    
  2020.1 0.8088319E-01 0.6654177E-01 0.9120223      1.809908    
  2020.2 0.8849876E-01 0.6650849E-01  0.000000      1.823601    
  2020.3 0.9188791E-01 0.6644969E-01  0.000000      1.838160    
  2020.4 0.9243990E-01 0.6637212E-01  0.000000      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.244785935920E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     123 IER= 4 F=  0.196366286748E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.46017535220E-06 -0.19837135444E-06 -0.31059242390E-06

X VALUES

  0.57916100227E+00  0.11346794391E+01 -0.24257002925E+00

MEAN OF DEPENDENT VARIABLE   749999.220770969

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.579161002       0.019029872   30.43431
  2       1.100000000       1.134679439       0.068558778   16.55046
  3      -0.100000000      -0.242570029       0.063470038   -3.82180

SE of equation          =      0.009811115
Sum of squared residuals =  0.196366287E-01   0.121133673    
Sum of ABS residuals     =  0.706326323    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99577

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.161327407049E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     142 IER= 4 F=  0.968938133653E-02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.17904405046E-07  0.19733151456E-05  0.21302888744E-05

X VALUES

  0.62183400300E+00  0.95289163690E+00 -0.19475901889E-01

MEAN OF DEPENDENT VARIABLE   749999.243250169

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.621834003       0.018168912   34.22517
  2       1.100000000       0.952891637       0.070767584   13.46509
  3      -0.100000000      -0.019475902       0.065905664   -0.29551

SE of equation          =      0.006891804
Sum of squared residuals =  0.968938134E-02   0.981196650E-01
Sum of ABS residuals     =  0.557176753    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98948

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.467052654104E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     109 IER= 4 F=  0.326672951465E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.60087218590E-06 -0.10595214711E-05 -0.67041062070E-06

X VALUES

  0.38790279670E+00  0.11490573926E+01 -0.32531033809E+00

MEAN OF DEPENDENT VARIABLE   749999.253045441

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.387902797       0.033958045   11.42300
  2       1.100000000       1.149057393       0.066779844   17.20665
  3      -0.100000000      -0.325310338       0.062899664   -5.17189

SE of equation          =      0.013043855
Sum of squared residuals =  0.326672951E-01   0.239098164E-01
Sum of ABS residuals     =  0.979011875    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99876

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.464085364355E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     118 IER= 4 F=  0.339787767184E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.95306073391E-08  0.13774827469E-08 -0.58143920812E-09

X VALUES

  0.62127900428E+00  0.10977945842E+01 -0.13962773342E+00

MEAN OF DEPENDENT VARIABLE   749999.265069617

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.621279004       0.017427744   35.64885
  2       1.100000000       1.097794584       0.069713756   15.74717
  3      -0.100000000      -0.139627733       0.066814419   -2.08978

SE of equation          =      0.012905915
Sum of squared residuals =  0.339787767E-01   0.109651470    
Sum of ABS residuals     =   1.06809691    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98508

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.499555851057E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     109 IER= 3 F=  0.499334137217E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.15887238257E-07 -0.45262032950E-07 -0.36395708668E-07

X VALUES

  0.59483078385E+00  0.12558741876E+01 -0.30455422036E+00

MEAN OF DEPENDENT VARIABLE   749999.268825138

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.594830784       0.502252438    1.18433
  2       1.100000000       1.255874188       2.220867897    0.56549
  3      -0.100000000      -0.304554220       2.086896710   -0.14594

SE of equation          =      0.494744010
Sum of squared residuals =   49.9334137        7.45712414    
Sum of ABS residuals     =   9.09741203    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96907

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.148495978910E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 3 F=  0.145802454718E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.16968733668E-09  0.18357423448E-07  0.11910516116E-07

X VALUES

  0.67390397996E+00  0.93462934332E+00 -0.10784822647E+00

MEAN OF DEPENDENT VARIABLE   749999.248524555

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.673903980       0.151824130    4.43871
  2       1.100000000       0.934629343       0.178601319    5.23305
  3      -0.100000000      -0.107848226       0.179193490   -0.60185

SE of equation          =      0.084540991
Sum of squared residuals =   1.45802455        2.81464492    
Sum of ABS residuals     =   4.74041113    
R squared                =    1.00000
Durbin-Watson statistic  =    1.90595

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.804080506962E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.680590248425E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.57754970099E-06  0.30309193291E-05  0.16490968802E-05

X VALUES

  0.95659755616E+00  0.11990710231E+01 -0.22034919491E+00

MEAN OF DEPENDENT VARIABLE   749999.367362922

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.956597556       0.101616519    9.41380
  2       1.100000000       1.199071023       0.082554943   14.52452
  3      -0.100000000      -0.220349195       0.082563655   -2.66884

SE of equation          =      0.064420032
Sum of squared residuals =  0.680590248        1.55532436    
Sum of ABS residuals     =   4.97804702    
R squared                =    1.00000
Durbin-Watson statistic  =    1.82786

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.397803877827E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     115 IER= 4 F=  0.364978985128E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.42149268271E-05  0.14338087446E-05 -0.92363673838E-06

X VALUES

  0.37526347719E+00  0.95583265218E+00 -0.11890004656E+00

MEAN OF DEPENDENT VARIABLE   749999.276423637

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.375263477       0.072550334    5.17246
  2       1.100000000       0.955832652       0.104632960    9.13510
  3      -0.100000000      -0.118900047       0.101262924   -1.17417

SE of equation          =      0.042297904
Sum of squared residuals =  0.364978985        1.55436299    
Sum of ABS residuals     =   3.84557910    
R squared                =    1.00000
Durbin-Watson statistic  =    1.66884

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.311619420603E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.262918257626E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.18498605937E-06 -0.15129153806E-06  0.78725795443E-07

X VALUES

  0.31149171229E+00  0.70852449085E+00  0.81931068199E-01

MEAN OF DEPENDENT VARIABLE   749999.261249009

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.311491712       0.083981942    3.70903
  2       1.100000000       0.708524491       0.083399374    8.49556
  3      -0.100000000       0.081931068       0.080811872    1.01385

SE of equation          =      0.040039482
Sum of squared residuals =  0.262918258       0.655464970    
Sum of ABS residuals     =   3.15496236    
R squared                =    1.00000
Durbin-Watson statistic  =    1.83634

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.341016879853E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      84 IER= 4 F=  0.315416112273E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.18291736972E-06 -0.26540209616E-05 -0.17091701399E-05

X VALUES

  0.33829627196E+00  0.87882674076E+00  0.59607529004E-01

MEAN OF DEPENDENT VARIABLE   749999.303155810

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.338296272       0.103925070    3.25519
  2       1.100000000       0.878826741       0.086811686   10.12337
  3      -0.100000000       0.059607529       0.088292729    0.67511

SE of equation          =      0.044965522
Sum of squared residuals =  0.315416112        1.32659498    
Sum of ABS residuals     =   3.02177815    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72159

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.511525572934E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.346030929867E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.31384341408E-04 -0.13042500638E-04 -0.54618130445E-05

X VALUES

  0.55682228895E+00  0.10849804800E+01 -0.70309626186E+00

MEAN OF DEPENDENT VARIABLE   749999.279285787

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.556822289       0.032081855   17.35630
  2       1.100000000       1.084980480       0.083670047   12.96737
  3      -0.100000000      -0.703096262       0.080226738   -8.76386

SE of equation          =      0.041185314
Sum of squared residuals =  0.346030930        1.67052395    
Sum of ABS residuals     =   3.82103624    
R squared                =    1.00000
Durbin-Watson statistic  =    1.70847

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.968941156745E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      41 IER= 3 F=  0.966320765648E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.33959300270E-11 -0.26700746907E-11

X VALUES

  0.10829474517E+01 -0.12993819851E+00

MEAN OF DEPENDENT VARIABLE   749999.259518917

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.082947452       0.165537479    6.54201
  2      -0.100000000      -0.129938199       0.177036008   -0.73396

SE of equation          =      0.028862348
Sum of squared residuals =  0.966320766E-01   0.960276537    
Sum of ABS residuals     =   1.27612345    
R squared                =    1.00000
Durbin-Watson statistic  =    1.36873

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.293721051540E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.276830484462E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.23358745175E-11 -0.14280329459E-11

X VALUES

  0.10694075331E+01 -0.19436229181E+00

MEAN OF DEPENDENT VARIABLE   749999.239848786

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.069407533       0.086627031   12.34496
  2      -0.100000000      -0.194362292       0.085235974   -2.28028

SE of equation          =      0.036837646
Sum of squared residuals =  0.276830484        1.45212421    
Sum of ABS residuals     =   3.45977182    
R squared                =    1.00000
Durbin-Watson statistic  =    1.64674

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4829512E-01 0.5234225E-01 0.5558547      1.083667    
  1954.2 0.5625939E-01 0.5783462E-01 0.5542985E-01 0.8143333    
  1954.3 0.5738345E-01 0.5970489E-01 0.5467606E-01 0.8696667    
  1954.4 0.5372882E-01 0.5361334E-01 0.3142860      1.036333    
  1955.1 0.4860988E-01 0.4710636E-01 0.6311729      1.256333    
  1955.2 0.3980304E-01 0.4380454E-01  1.800810      1.614333    
  1955.3 0.2750182E-01 0.4109694E-01  3.311577      1.861333    
  1955.4 0.2055143E-01 0.4208878E-01  4.360776      2.349333    
  1956.1 0.1463600E-01 0.4031458E-01  5.106728      2.379333    
  1956.2 0.8019179E-02 0.4190614E-01  5.918574      2.596667    
  1956.3 0.7971489E-02 0.4128671E-01  6.327247      2.596667    
  1956.4 0.6006396E-02 0.4100540E-01  6.224225      3.063667    
  1957.1 0.5928334E-02 0.3946671E-01  5.444322      3.171667    
  1957.2 0.9549844E-02 0.4062513E-01  4.560473      3.157000    
  1957.3 0.1686544E-01 0.4207225E-01  4.157999      3.382333    
  1957.4 0.2584924E-01 0.4923487E-01  2.912830      3.343333    
  1958.1 0.2731130E-01 0.6275076E-01  2.995001      1.838000    
  1958.2 0.2969952E-01 0.7359928E-01  4.111627      1.017667    
  1958.3 0.2936564E-01 0.7309055E-01  5.156299      1.710667    
  1958.4 0.3241709E-01 0.6352766E-01  5.732521      2.787667    
  1959.1 0.3498532E-01 0.5798631E-01  4.863369      2.800333    
  1959.2 0.4023498E-01 0.5104500E-01  4.099939      3.019333    
  1959.3 0.6401103E-01 0.5287044E-01  2.318557      3.533000    
  1959.4 0.7468101E-01 0.5592834E-01  1.333179      4.299333    
  1960.1 0.8126747E-01 0.5159512E-01 0.6652687      3.943000    
  1960.2 0.7850559E-01 0.5225835E-01 0.6906430      3.092333    
  1960.3 0.7581455E-01 0.5549938E-01 0.8776060      2.390333    
  1960.4 0.6815410E-01 0.6251647E-01 0.9698505      2.360667    
  1961.1 0.6056033E-01 0.6773354E-01  1.735319      2.376667    
  1961.2 0.6240599E-01 0.6971717E-01 0.6973009E-01  2.324667    
  1961.3 0.5157994E-01 0.6749309E-01  0.000000      2.324667    
  1961.4 0.3499644E-01 0.6171891E-01  3.443487      2.475000    
  1962.1 0.2451229E-01 0.5614436E-01  5.378713      2.739000    
  1962.2 0.2048799E-01 0.5482584E-01  5.084921      2.716000    
  1962.3 0.1751740E-01 0.5539051E-01  4.686802      2.858000    
  1962.4 0.1999587E-01 0.5505923E-01  4.360137      2.803333    
  1963.1 0.2213000E-01 0.5779253E-01  4.252063      2.909000    
  1963.2 0.2753134E-01 0.5680856E-01  4.722705      2.941333    
  1963.3 0.2978630E-01 0.5493742E-01  5.577168      3.280667    
  1963.4 0.3416900E-01 0.5572673E-01  6.215322      3.499333    
  1964.1 0.3654855E-01 0.5457706E-01  5.655342      3.538000    
  1964.2 0.4108962E-01 0.5220257E-01  5.303928      3.481333    
  1964.3 0.4374843E-01 0.4989598E-01  5.712838      3.504000    
  1964.4 0.4758939E-01 0.4953597E-01  6.468283      3.685000    
  1965.1 0.5520312E-01 0.4871666E-01  5.786331      3.899667    
  1965.2 0.6299008E-01 0.4655354E-01  3.977675      3.879000    
  1965.3 0.6397407E-01 0.4351989E-01  3.139490      3.859667    
  1965.4 0.6442452E-01 0.4102298E-01  2.915891      4.158667    
  1966.1 0.5938762E-01 0.3848268E-01  3.750446      4.630667    
  1966.2 0.5724620E-01 0.3807639E-01  4.146310      4.597333    
  1966.3 0.5455007E-01 0.3750700E-01  4.202318      5.047667    
  1966.4 0.5095694E-01 0.3683286E-01  4.468922      5.246000    
  1967.1 0.5019958E-01 0.3809930E-01  4.319990      4.533667    
  1967.2 0.5049032E-01 0.3806934E-01  3.961392      3.657333    
  1967.3 0.4958294E-01 0.3784696E-01  3.786829      4.344667    
  1967.4 0.4815618E-01 0.3915978E-01  3.717824      4.787333    
  1968.1 0.4378069E-01 0.3728355E-01  3.863308      5.064667    
  1968.2 0.3827603E-01 0.3537721E-01  4.537338      5.510000    
  1968.3 0.3568958E-01 0.3510557E-01  5.178236      5.226333    
  1968.4 0.3863969E-01 0.3392130E-01  5.327031      5.580667    
  1969.1 0.4204455E-01 0.3376971E-01  4.962919      6.137667    
  1969.2 0.4467561E-01 0.3424592E-01  4.667497      6.240000    
  1969.3 0.4651369E-01 0.3590757E-01  4.609977      7.046667    
  1969.4 0.5157837E-01 0.3581941E-01  4.133877      7.317667    
  1970.1 0.5406776E-01 0.4159508E-01  3.411349      7.262667    
  1970.2 0.5533475E-01 0.4746577E-01  3.578648      6.752333    
  1970.3 0.5195007E-01 0.5169088E-01  4.271573      6.374667    
  1970.4 0.4647901E-01 0.5802797E-01  4.904218      5.358333    
  1971.1 0.3930867E-01 0.5914467E-01  5.816759      3.863333    
  1971.2 0.3470349E-01 0.5907857E-01  6.755535      4.206000    
  1971.3 0.2988447E-01 0.5983336E-01  7.459749      5.050333    
  1971.4 0.2525658E-01 0.5954344E-01  8.236988      4.234333    
  1972.1 0.2559432E-01 0.5768041E-01  8.271852      3.435333    
  1972.2 0.2528412E-01 0.5658509E-01  8.467631      3.748333    
  1972.3 0.2872433E-01 0.5584112E-01  8.625014      4.241333    
  1972.4 0.2927240E-01 0.5304486E-01  8.456460      4.851333    
  1973.1 0.3104985E-01 0.4950510E-01  8.246518      5.639667    
  1973.2 0.3140829E-01 0.4889844E-01  8.652327      6.608333    
  1973.3 0.3312414E-01 0.4793204E-01  9.066854      8.388333    
  1973.4 0.3684615E-01 0.4769321E-01  8.632031      7.461667    
  1974.1 0.4256933E-01 0.5085049E-01  8.335279      7.600333    
  1974.2 0.4843268E-01 0.5161500E-01  7.544029      8.268000    
  1974.3 0.5283376E-01 0.5583721E-01  7.331895      8.286333    
  1974.4 0.5279292E-01 0.6556479E-01  7.649881      7.336000    
  1975.1 0.5615171E-01 0.8217515E-01  8.166140      5.873333    
  1975.2 0.6722704E-01 0.8828988E-01  5.481587      5.400667    
  1975.3 0.6581776E-01 0.8467753E-01  4.300813      6.336667    
  1975.4 0.5897889E-01 0.8259670E-01  6.535238      5.684333    
  1976.1 0.5150013E-01 0.7723461E-01  8.944251      4.953333    
  1976.2 0.5032746E-01 0.7526804E-01  9.162355      5.168667    
  1976.3 0.5036305E-01 0.7700112E-01  8.609160      5.168667    
  1976.4 0.5156392E-01 0.7733424E-01  8.501532      4.698000    
  1977.1 0.5360023E-01 0.7493048E-01  8.401945      4.624000    
  1977.2 0.5495551E-01 0.7104693E-01  8.834086      4.828667    
  1977.3 0.5519043E-01 0.6864221E-01  9.399333      5.472000    
  1977.4 0.5668639E-01 0.6612385E-01  10.09825      6.137000    
  1978.1 0.6008483E-01 0.6326666E-01  8.723131      6.408000    
  1978.2 0.6242813E-01 0.5999476E-01  6.977650      6.481000    
  1978.3 0.6716402E-01 0.6021465E-01  6.044560      7.315333    
  1978.4 0.7316657E-01 0.5883992E-01  4.660623      8.680333    
  1979.1 0.7232302E-01 0.5877879E-01  4.818814      9.357667    
  1979.2 0.6982699E-01 0.5714052E-01  5.989496      9.372333    
  1979.3 0.6586439E-01 0.5868435E-01  7.419807      9.631333    
  1979.4 0.6465229E-01 0.5940129E-01  11.61377      11.80367    
  1980.1 0.5762855E-01 0.6296949E-01  11.96635      13.45867    
  1980.2 0.5330984E-01 0.7323656E-01  12.19974      10.04933    
  1980.3 0.5644955E-01 0.7680771E-01  12.60038      9.235333    
  1980.4 0.5927783E-01 0.7398623E-01  16.36487      13.70967    
  1981.1 0.6226817E-01 0.7426606E-01  15.56651      14.36900    
  1981.2 0.6556520E-01 0.7398937E-01  15.51393      14.82900    
  1981.3 0.7246275E-01 0.7417361E-01  14.96858      15.08733    
  1981.4 0.7422299E-01 0.8241053E-01  14.58810      12.02267    
  1982.1 0.7643531E-01 0.8843563E-01  19.32438      12.89500    
  1982.2 0.7783372E-01 0.9425762E-01  20.26490      12.35900    
  1982.3 0.8111284E-01 0.9942961E-01  17.93389      9.705333    
  1982.4 0.8402021E-01 0.1067659      16.59519      7.935000    
  1983.1 0.8162954E-01 0.1039701      16.70904      8.081333    
  1983.2 0.8027348E-01 0.1010214      16.63600      8.420667    
  1983.3 0.7555955E-01 0.9360138E-01  16.03726      9.186667    
  1983.4 0.7015348E-01 0.8541760E-01  15.48397      8.793333    
  1984.1 0.7413609E-01 0.7871758E-01  14.63769      9.133333    
  1984.2 0.7002461E-01 0.7478733E-01  14.42601      9.843333    
  1984.3 0.6418264E-01 0.7451999E-01  15.07835      10.34333    
  1984.4 0.5816649E-01 0.7283015E-01  15.01777      8.973333    
  1985.1 0.6043484E-01 0.7279936E-01  14.27789      8.183333    
  1985.2 0.5758425E-01 0.7288834E-01  14.02953      7.523333    
  1985.3 0.5340814E-01 0.7210537E-01  14.60278      7.103333    
  1985.4 0.5069439E-01 0.7054201E-01  14.56601      7.146667    
  1986.1 0.5476134E-01 0.7015712E-01  13.94704      6.886667    
  1986.2 0.5505398E-01 0.7180384E-01  12.97402      6.130000    
  1986.3 0.5408866E-01 0.6991001E-01  11.92366      5.533333    
  1986.4 0.5882479E-01 0.6835172E-01  11.18318      5.340000    
  1987.1 0.6298521E-01 0.6620689E-01  10.22522      5.533333    
  1987.2 0.6196878E-01 0.6280795E-01  9.772559      5.733333    
  1987.3 0.5910461E-01 0.6014193E-01  9.957549      6.033333    
  1987.4 0.6356754E-01 0.5868976E-01  7.061309      6.003333    
  1988.1 0.6662218E-01 0.5727587E-01  5.186638      5.760000    
  1988.2 0.7132004E-01 0.5487146E-01  4.832420      6.230000    
  1988.3 0.7153373E-01 0.5492451E-01  4.576727      6.993333    
  1988.4 0.6795510E-01 0.5350265E-01  3.916682      7.703333    
  1989.1 0.6376247E-01 0.5215423E-01  3.604825      8.533333    
  1989.2 0.5651883E-01 0.5244464E-01  4.324784      8.440000    
  1989.3 0.5023386E-01 0.5277223E-01  4.976706      7.850000    
  1989.4 0.4680851E-01 0.5373561E-01  5.072055      7.633333    
  1990.1 0.4156679E-01 0.5300361E-01  5.063411      7.756667    
  1990.2 0.3679297E-01 0.5337414E-01  5.462736      7.766667    
  1990.3 0.3459655E-01 0.5687498E-01  5.953646      7.493333    
  1990.4 0.3729575E-01 0.6113686E-01  5.889858      7.023333    
  1991.1 0.3493636E-01 0.6574073E-01  5.521064      6.053333    
  1991.2 0.3333534E-01 0.6823443E-01  5.932417      5.593333    
  1991.3 0.3489277E-01 0.6853392E-01  6.116182      5.406667    
  1991.4 0.4071205E-01 0.7096660E-01  5.506020      4.583333    
  1992.1 0.4645280E-01 0.7379080E-01  4.850505      3.910000    
  1992.2 0.5353573E-01 0.7594573E-01  4.387678      3.723333    
  1992.3 0.5976582E-01 0.7626478E-01  3.342045      3.130000    
  1992.4 0.6335148E-01 0.7406133E-01  2.848054      3.076667    
  1993.1 0.6693404E-01 0.7149713E-01  3.677097      2.993333    
  1993.2 0.7011644E-01 0.7068857E-01  3.625900      2.983333    
  1993.3 0.7189680E-01 0.6799552E-01  3.015113      3.020000    
  1993.4 0.7321631E-01 0.6619143E-01  3.008533      3.080000    
  1994.1 0.7262789E-01 0.6555817E-01  2.985169      3.250000    
  1994.2 0.6871164E-01 0.6165512E-01  2.745032      4.036667    
  1994.3 0.6643607E-01 0.6001291E-01  3.480605      4.510000    
  1994.4 0.6232669E-01 0.5619378E-01  5.024555      5.283333    
  1995.1 0.5916225E-01 0.5477964E-01  4.771685      5.780000    
  1995.2 0.5933551E-01 0.5674622E-01  3.925403      5.623333    
  1995.3 0.6095008E-01 0.5658385E-01  2.983696      5.380000    
  1995.4 0.6150341E-01 0.5572015E-01  2.692161      5.270000    
  1996.1 0.7090727E-01 0.5545427E-01  2.344459      4.950000    
  1996.2 0.7174143E-01 0.5470120E-01  2.544679      5.040000    
  1996.3 0.6515467E-01 0.5259294E-01  3.107332      5.136667    
  1996.4 0.6327376E-01 0.5310254E-01  2.318500      4.970000    
  1997.1 0.6405870E-01 0.5223738E-01  1.939997      5.063333    
  1997.2 0.6213974E-01 0.4974959E-01  1.865002      5.073333    
  1997.3 0.6033325E-01 0.4858023E-01  2.429650      5.056667    
  1997.4 0.5765168E-01 0.4680572E-01  2.926084      5.086667    
  1998.1 0.5275845E-01 0.4637954E-01  3.194598      5.053333    
  1998.2 0.4715256E-01 0.4414228E-01  3.605145      4.976667    
  1998.3 0.4019767E-01 0.4528502E-01  4.374652      4.823333    
  1998.4 0.3757722E-01 0.4429607E-01  4.672225      4.253333    
  1999.1 0.3325398E-01 0.4284456E-01  5.065614      4.406667    
  1999.2 0.3278425E-01 0.4248440E-01  5.533046      4.453333    
  1999.3 0.3335711E-01 0.4243400E-01  5.701388      4.650000    
  1999.4 0.3501822E-01 0.4077788E-01  5.571424      5.043333    
  2000.1 0.3144345E-01 0.4048765E-01  6.673034      5.520000    
  2000.2 0.3315954E-01 0.3947782E-01  6.969568      5.713333    
  2000.3 0.3977663E-01 0.4030117E-01  6.387353      6.016667    
  2000.4 0.3932781E-01 0.3918419E-01  4.952989      6.016667    
  2001.1 0.3941014E-01 0.4230321E-01  4.726203      4.816667    
  2001.2 0.4132202E-01 0.4411448E-01  5.560074      3.660000    
  2001.3 0.4174733E-01 0.4819249E-01  5.724145      3.170000    
  2001.4 0.4355335E-01 0.5537421E-01  5.111306      1.906667    
  2002.1 0.4399708E-01 0.5705425E-01  5.703645      1.820000    
  2002.2 0.4516847E-01 0.5845793E-01  6.184460      1.716667    
  2002.3 0.4281241E-01 0.5732000E-01  7.456922      1.643333    
  2002.4 0.4097526E-01 0.5851777E-01  6.507782      1.333333    
  2003.1 0.4351392E-01 0.5873963E-01  5.233578      1.156667    
  2003.2 0.4872152E-01 0.6152488E-01  4.619315      1.043333    
  2003.3 0.5330569E-01 0.6107130E-01  3.989207     0.9300000    
  2003.4 0.5471096E-01 0.5820932E-01  3.670756     0.9166667    
  2004.1 0.5417793E-01 0.5687648E-01  3.451763     0.9166667    
  2004.2 0.5174856E-01 0.5595400E-01  3.705378      1.076667    
  2004.3 0.4376040E-01 0.5440757E-01  4.379753      1.486667    
  2004.4 0.4275256E-01 0.5396538E-01  4.550286      2.006667    
  2005.1 0.4054918E-01 0.5292068E-01  4.485898      2.536667    
  2005.2 0.3941420E-01 0.5115378E-01  4.118281      2.863333    
  2005.3 0.4214682E-01 0.4975337E-01  4.274749      3.360000    
  2005.4 0.4243149E-01 0.4964352E-01  4.435093      3.826667    
  2006.1 0.4382763E-01 0.4731667E-01  4.305708      4.393333    
  2006.2 0.4678083E-01 0.4666969E-01  3.829438      4.703333    
  2006.3 0.5011304E-01 0.4655398E-01  3.937753      4.906667    
  2006.4 0.5125517E-01 0.4466963E-01  4.105875      4.903333    
  2007.1 0.5144775E-01 0.4536088E-01  4.451866      4.983333    
  2007.2 0.4958549E-01 0.4507805E-01  5.367621      4.736667    
  2007.3 0.4934706E-01 0.4670151E-01  5.809745      4.303333    
  2007.4 0.4525157E-01 0.4813029E-01  6.603801      3.390000    
  2008.1 0.5057142E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5695162E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6094896E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6791158E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8100841E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8375026E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8094057E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8242408E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8238195E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8803237E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9453942E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9903595E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9744761E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9350555E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9144704E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8927480E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8304042E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8293827E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8358730E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8523832E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9086906E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9757502E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9740967E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9489983E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.9352127E-01 0.7353172E-01 0.4987198     0.2222305    
  2014.2 0.9613659E-01 0.7371212E-01  0.000000     0.2267692    
  2014.3 0.8904176E-01 0.7344075E-01  0.000000     0.2727381    
  2014.4 0.7838640E-01 0.7270034E-01  2.146469     0.3896289    
  2015.1 0.6924665E-01 0.7163268E-01  3.740801     0.5446822    
  2015.2 0.6749265E-01 0.7041296E-01  3.910193     0.7056998    
  2015.3 0.6652806E-01 0.6919799E-01  4.450756     0.8622789    
  2015.4 0.6586838E-01 0.6810526E-01  4.089946      1.011500    
  2016.1 0.6499977E-01 0.6720077E-01  3.459826      1.148466    
  2016.2 0.6631401E-01 0.6650839E-01  3.338960      1.268463    
  2016.3 0.6657450E-01 0.6602361E-01  3.516973      1.370028    
  2016.4 0.6963896E-01 0.6572500E-01  3.315690      1.454232    
  2017.1 0.6977366E-01 0.6557762E-01  3.662244      1.523254    
  2017.2 0.7473278E-01 0.6554472E-01  3.974231      1.579320    
  2017.3 0.8279200E-01 0.6559437E-01  3.936367      1.624370    
  2017.4 0.8692496E-01 0.6569973E-01  2.368544      1.660170    
  2018.1 0.9356876E-01 0.6583532E-01 0.6570740      1.688692    
  2018.2 0.9492760E-01 0.6598118E-01 0.6245300      1.711782    
  2018.3 0.9164721E-01 0.6612472E-01  1.380141      1.730742    
  2018.4 0.9581804E-01 0.6625905E-01  0.000000      1.746369    
  2019.1 0.9664751E-01 0.6637441E-01  0.000000      1.759767    
  2019.2 0.9956668E-01 0.6646188E-01 0.3201152E-01  1.772234    
  2019.3 0.9727848E-01 0.6651811E-01  0.000000      1.784603    
  2019.4 0.9458184E-01 0.6654506E-01  0.000000      1.797049    
  2020.1 0.9425014E-01 0.6654177E-01  0.000000      1.809908    
  2020.2 0.9128896E-01 0.6650849E-01  0.000000      1.823601    
  2020.3 0.8824226E-01 0.6644969E-01 0.3618777      1.838160    
  2020.4 0.8334371E-01 0.6637212E-01 0.9641603      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.273881360439E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     120 IER= 4 F=  0.246762388018E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.39887555681E-08  0.12094041517E-07  0.12195541815E-07

X VALUES

  0.50901966551E+00  0.10272499465E+01 -0.14476439307E+00

MEAN OF DEPENDENT VARIABLE   749999.213379548

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.509019666       0.020244147   25.14404
  2       1.100000000       1.027249947       0.082632743   12.43151
  3      -0.100000000      -0.144764393       0.080380803   -1.80098

SE of equation          =      0.010998271
Sum of squared residuals =  0.246762388E-01  -0.133038462    
Sum of ABS residuals     =  0.772085550    
R squared                =    1.00000
Durbin-Watson statistic  =    2.00000

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.292630534313E-01

TERMINATION. ITERS=    9 FUNCTION EVALS=     153 IER= 4 F=  0.148135413015E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.39475653759E-07  0.10599420450E-08  0.45094622276E-07

X VALUES

  0.65484179680E+00  0.82227234435E+00  0.25826711042E-01

MEAN OF DEPENDENT VARIABLE   749999.217155830

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.654841797       0.020662753   31.69189
  2       1.100000000       0.822272344       0.068974208   11.92145
  3      -0.100000000       0.025826711       0.059986585    0.43054

SE of equation          =      0.008521467
Sum of squared residuals =  0.148135413E-01  -0.217092320    
Sum of ABS residuals     =  0.636597525    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97137

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.385656524566E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      91 IER= 4 F=  0.328746748515E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.25249753752E-06  0.13798813759E-06  0.14094377820E-06

X VALUES

  0.49550001784E+00  0.10246424395E+01 -0.14626568985E+00

MEAN OF DEPENDENT VARIABLE   749999.257805236

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.495500018       0.028506572   17.38196
  2       1.100000000       1.024642440       0.070593939   14.51460
  3      -0.100000000      -0.146265690       0.066227785   -2.20852

SE of equation          =      0.013085193
Sum of squared residuals =  0.328746749E-01   0.153173713    
Sum of ABS residuals     =  0.988731678    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99532

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.557658474292E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     119 IER= 4 F=  0.429385838349E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.56613167922E-06  0.96402114391E-05  0.85900430468E-05

X VALUES

  0.64717298641E+00  0.13764593337E+01 -0.41484884991E+00

MEAN OF DEPENDENT VARIABLE   749999.260824875

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.647172986       0.036315532   17.82083
  2       1.100000000       1.376459334       0.067829071   20.29306
  3      -0.100000000      -0.414848850       0.064660590   -6.41579

SE of equation          =      0.014508041
Sum of squared residuals =  0.429385838E-01   0.123739147    
Sum of ABS residuals     =   1.28384562    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98563

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.513243623537E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     113 IER= 3 F=  0.513135342234E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.33349063738E-07 -0.95688605090E-07 -0.14701988268E-06

X VALUES

  0.55822315803E+00  0.13232371335E+01 -0.35546497019E+00

MEAN OF DEPENDENT VARIABLE   749999.282357907

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.558223158       0.914469405    0.61043
  2       1.100000000       1.323237134       2.492435068    0.53090
  3      -0.100000000      -0.355464970       2.374148044   -0.14972

SE of equation          =      0.501534578
Sum of squared residuals =   51.3135342        7.88938723    
Sum of ABS residuals     =   9.27795104    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96503

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.242042792528E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.238439303677E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.12006676249E-05 -0.53611650908E-06  0.60491218364E-06

X VALUES

  0.37668689353E+00  0.11842742171E+01 -0.36244286224E+00

MEAN OF DEPENDENT VARIABLE   749999.235004290

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.376686894       0.192932261    1.95243
  2       1.100000000       1.184274217       0.243754144    4.85848
  3      -0.100000000      -0.362442862       0.241498196   -1.50081

SE of equation          =      0.108111984
Sum of squared residuals =   2.38439304        2.41561312    
Sum of ABS residuals     =   4.88135604    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92449

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.883131546695E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.681389026837E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.40909756948E-05  0.94031379181E-05  0.31862804813E-04

X VALUES

  0.12720670462E+01  0.14088670512E+01 -0.43171268074E+00

MEAN OF DEPENDENT VARIABLE   749999.273739378

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.272067046       0.110437048   11.51848
  2       1.100000000       1.408867051       0.073697269   19.11695
  3      -0.100000000      -0.431712681       0.073569987   -5.86805

SE of equation          =      0.064457824
Sum of squared residuals =  0.681389027       0.514283520    
Sum of ABS residuals     =   4.98185786    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91661

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.421148775454E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     112 IER= 4 F=  0.370801089171E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.53191296401E-06  0.21598371953E-06  0.14469648041E-07

X VALUES

  0.57417280654E+00  0.54494247954E+00  0.16116645803E+00

MEAN OF DEPENDENT VARIABLE   749999.288936368

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.574172807       0.053823979   10.66760
  2       1.100000000       0.544942480       0.109375204    4.98232
  3      -0.100000000       0.161166458       0.109295592    1.47459

SE of equation          =      0.042633935
Sum of squared residuals =  0.370801089        1.73600052    
Sum of ABS residuals     =   4.09237663    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69707

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.348115034156E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.288374235126E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.21287611792E-06 -0.98766757383E-07  0.92031857900E-07

X VALUES

  0.55605188345E+00  0.63378245228E+00  0.15890265644E+00

MEAN OF DEPENDENT VARIABLE   749999.275453435

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.556051883       0.100998922    5.50552
  2       1.100000000       0.633782452       0.082940790    7.64138
  3      -0.100000000       0.158902656       0.083386802    1.90561

SE of equation          =      0.041933036
Sum of squared residuals =  0.288374235       0.845664486    
Sum of ABS residuals     =   3.04578705    
R squared                =    1.00000
Durbin-Watson statistic  =    1.82504

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.344728698112E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.301740558357E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.40091406385E-05 -0.96103330840E-06  0.44780999292E-06

X VALUES

  0.18088777318E+00  0.83125699409E+00  0.68515024533E-01

MEAN OF DEPENDENT VARIABLE   749999.232127266

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.180887773       0.121936421    1.48346
  2       1.100000000       0.831256994       0.076716334   10.83546
  3      -0.100000000       0.068515025       0.078778894    0.86971

SE of equation          =      0.043979931
Sum of squared residuals =  0.301740558       0.918438211E-01
Sum of ABS residuals     =   2.94771353    
R squared                =    1.00000
Durbin-Watson statistic  =    1.81354

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.412410334462E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      78 IER= 4 F=  0.374815328572E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.84114088048E-05  0.15407026201E-05 -0.12139368100E-06

X VALUES

  0.50003833801E+00  0.88398211679E+00 -0.17407794259E+00

MEAN OF DEPENDENT VARIABLE   749999.279185087

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.500038338       0.055900711    8.94512
  2       1.100000000       0.883982117       0.093499840    9.45437
  3      -0.100000000      -0.174077943       0.091523640   -1.90200

SE of equation          =      0.042864088
Sum of squared residuals =  0.374815329        1.64147401    
Sum of ABS residuals     =   4.04951127    
R squared                =    1.00000
Durbin-Watson statistic  =    1.67605

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.785600310078E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.708776503880E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.22694162310E-11  0.28941485022E-11

X VALUES

  0.11618757491E+01 -0.33565836232E+00

MEAN OF DEPENDENT VARIABLE   749999.259842842

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.161875749       0.138719992    8.37569
  2      -0.100000000      -0.335658362       0.132454646   -2.53414

SE of equation          =      0.024718702
Sum of squared residuals =  0.708776504E-01   0.729794599    
Sum of ABS residuals     =   1.18425869    
R squared                =    1.00000
Durbin-Watson statistic  =    1.21906

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.286222395574E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.259612128165E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.14115285935E-10  0.15468911508E-10

X VALUES

  0.13174536986E+01 -0.39474184285E+00

MEAN OF DEPENDENT VARIABLE   749999.213483122

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.317453699       0.084560420   15.58003
  2      -0.100000000      -0.394741843       0.082531444   -4.78293

SE of equation          =      0.035673638
Sum of squared residuals =  0.259612128       0.765328292    
Sum of ABS residuals     =   3.24048180    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68656

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4824335E-01 0.5234225E-01 0.7641174      1.083667    
  1954.2 0.5135835E-01 0.5783462E-01 0.3646143     0.8143333    
  1954.3 0.5347965E-01 0.5970489E-01  1.450242     0.8696667    
  1954.4 0.5076125E-01 0.5361334E-01  3.301974      1.036333    
  1955.1 0.4797857E-01 0.4710636E-01  3.107562      1.256333    
  1955.2 0.4760946E-01 0.4380454E-01  2.598039      1.614333    
  1955.3 0.4312895E-01 0.4109694E-01  2.553581      1.861333    
  1955.4 0.3741366E-01 0.4208878E-01  2.990462      2.349333    
  1956.1 0.3555529E-01 0.4031458E-01  3.613574      2.379333    
  1956.2 0.4132252E-01 0.4190614E-01  1.676038      2.596667    
  1956.3 0.3502146E-01 0.4128671E-01  1.055147      2.596667    
  1956.4 0.2297723E-01 0.4100540E-01  4.036874      3.063667    
  1957.1 0.9875592E-02 0.3946671E-01  7.358763      3.171667    
  1957.2 0.4803848E-02 0.4062513E-01  8.370691      3.157000    
  1957.3 0.3897910E-02 0.4207225E-01  8.132194      3.382333    
  1957.4 0.6825379E-02 0.4923487E-01  7.982880      3.343333    
  1958.1 0.9793595E-02 0.6275076E-01  7.822954      1.838000    
  1958.2 0.1403242E-01 0.7359928E-01  7.768237      1.017667    
  1958.3 0.1753958E-01 0.7309055E-01  7.236363      1.710667    
  1958.4 0.1827958E-01 0.6352766E-01  6.804810      2.787667    
  1959.1 0.2065800E-01 0.5798631E-01  6.215527      2.800333    
  1959.2 0.2335343E-01 0.5104500E-01  6.194252      3.019333    
  1959.3 0.3785406E-01 0.5287044E-01  5.111021      3.533000    
  1959.4 0.4312847E-01 0.5592834E-01  4.231340      4.299333    
  1960.1 0.4560721E-01 0.5159512E-01  4.309257      3.943000    
  1960.2 0.4198581E-01 0.5225835E-01  4.881377      3.092333    
  1960.3 0.3792749E-01 0.5549938E-01  5.320521      2.390333    
  1960.4 0.3341803E-01 0.6251647E-01  5.880975      2.360667    
  1961.1 0.3012675E-01 0.6773354E-01  6.972979      2.376667    
  1961.2 0.2644248E-01 0.6971717E-01  7.396701      2.324667    
  1961.3 0.2459596E-01 0.6749309E-01  7.086101      2.324667    
  1961.4 0.2925115E-01 0.6171891E-01  6.680851      2.475000    
  1962.1 0.3938327E-01 0.5614436E-01  5.496437      2.739000    
  1962.2 0.4651023E-01 0.5482584E-01  4.595583      2.716000    
  1962.3 0.5080381E-01 0.5539051E-01  4.167164      2.858000    
  1962.4 0.5622523E-01 0.5505923E-01  3.379306      2.803333    
  1963.1 0.6078793E-01 0.5779253E-01  2.231580      2.909000    
  1963.2 0.5878902E-01 0.5680856E-01  2.701561      2.941333    
  1963.3 0.5349382E-01 0.5493742E-01  3.994612      3.280667    
  1963.4 0.5522866E-01 0.5572673E-01  1.957584      3.499333    
  1964.1 0.5347682E-01 0.5457706E-01 0.7149037      3.538000    
  1964.2 0.5068792E-01 0.5220257E-01  1.497904      3.481333    
  1964.3 0.5019765E-01 0.4989598E-01  2.409521      3.504000    
  1964.4 0.5307018E-01 0.4953597E-01  2.451841      3.685000    
  1965.1 0.5591152E-01 0.4871666E-01  2.099505      3.899667    
  1965.2 0.6388768E-01 0.4655354E-01  1.029549      3.879000    
  1965.3 0.6507440E-01 0.4351989E-01 0.1409497      3.859667    
  1965.4 0.6550757E-01 0.4102298E-01 0.2910715      4.158667    
  1966.1 0.6212333E-01 0.3848268E-01 0.9707969      4.630667    
  1966.2 0.5698195E-01 0.3807639E-01  1.986924      4.597333    
  1966.3 0.5230071E-01 0.3750700E-01  3.123628      5.047667    
  1966.4 0.4745342E-01 0.3683286E-01  4.494636      5.246000    
  1967.1 0.3679761E-01 0.3809930E-01  4.818983      4.533667    
  1967.2 0.3026100E-01 0.3806934E-01  5.269529      3.657333    
  1967.3 0.3057753E-01 0.3784696E-01  5.269441      4.344667    
  1967.4 0.3068899E-01 0.3915978E-01  5.315168      4.787333    
  1968.1 0.2606700E-01 0.3728355E-01  6.350550      5.064667    
  1968.2 0.2370151E-01 0.3537721E-01  7.111124      5.510000    
  1968.3 0.2145069E-01 0.3510557E-01  7.491123      5.226333    
  1968.4 0.2063943E-01 0.3392130E-01  7.930870      5.580667    
  1969.1 0.2360402E-01 0.3376971E-01  8.081371      6.137667    
  1969.2 0.2715686E-01 0.3424592E-01  7.177598      6.240000    
  1969.3 0.3396216E-01 0.3590757E-01  6.201346      7.046667    
  1969.4 0.4209334E-01 0.3581941E-01  4.922212      7.317667    
  1970.1 0.4785830E-01 0.4159508E-01  4.704766      7.262667    
  1970.2 0.5042066E-01 0.4746577E-01  4.484349      6.752333    
  1970.3 0.5397661E-01 0.5169088E-01  4.201848      6.374667    
  1970.4 0.5546160E-01 0.5802797E-01  3.367575      5.358333    
  1971.1 0.5259890E-01 0.5914467E-01  3.938107      3.863333    
  1971.2 0.4852245E-01 0.5907857E-01  5.182323      4.206000    
  1971.3 0.4040202E-01 0.5983336E-01  6.231038      5.050333    
  1971.4 0.3009129E-01 0.5954344E-01  7.460852      4.234333    
  1972.1 0.2403062E-01 0.5768041E-01  9.154475      3.435333    
  1972.2 0.2256506E-01 0.5658509E-01  9.988340      3.748333    
  1972.3 0.2251733E-01 0.5584112E-01  10.16215      4.241333    
  1972.4 0.2380080E-01 0.5304486E-01  10.48914      4.851333    
  1973.1 0.2796578E-01 0.4950510E-01  10.81666      5.639667    
  1973.2 0.4072508E-01 0.4889844E-01  8.409030      6.608333    
  1973.3 0.4147440E-01 0.4793204E-01  7.281027      8.388333    
  1973.4 0.3859248E-01 0.4769321E-01  9.529787      7.461667    
  1974.1 0.3467449E-01 0.5085049E-01  11.65212      7.600333    
  1974.2 0.3402703E-01 0.5161500E-01  11.87350      8.268000    
  1974.3 0.3125876E-01 0.5583721E-01  11.99737      8.286333    
  1974.4 0.2788166E-01 0.6556479E-01  12.43585      7.336000    
  1975.1 0.2511593E-01 0.8217515E-01  12.62138      5.873333    
  1975.2 0.2625627E-01 0.8828988E-01  12.05500      5.400667    
  1975.3 0.3227310E-01 0.8467753E-01  12.08050      6.336667    
  1975.4 0.3342233E-01 0.8259670E-01  12.19989      5.684333    
  1976.1 0.3866438E-01 0.7723461E-01  11.73962      4.953333    
  1976.2 0.4533761E-01 0.7526804E-01  10.73062      5.168667    
  1976.3 0.5370323E-01 0.7700112E-01  10.83677      5.168667    
  1976.4 0.5752771E-01 0.7733424E-01  11.70103      4.698000    
  1977.1 0.6201214E-01 0.7493048E-01  11.94051      4.624000    
  1977.2 0.6691998E-01 0.7104693E-01  11.43220      4.828667    
  1977.3 0.6638517E-01 0.6864221E-01  10.93608      5.472000    
  1977.4 0.6377388E-01 0.6612385E-01  10.98787      6.137000    
  1978.1 0.6568325E-01 0.6326666E-01  10.26690      6.408000    
  1978.2 0.6655157E-01 0.5999476E-01  9.882721      6.481000    
  1978.3 0.7130153E-01 0.6021465E-01  9.368821      7.315333    
  1978.4 0.7208702E-01 0.5883992E-01  9.078235      8.680333    
  1979.1 0.7336394E-01 0.5877879E-01  8.544698      9.357667    
  1979.2 0.7385505E-01 0.5714052E-01  8.233334      9.372333    
  1979.3 0.7643882E-01 0.5868435E-01  8.276413      9.631333    
  1979.4 0.7724329E-01 0.5940129E-01  13.00956      11.80367    
  1980.1 0.7317732E-01 0.6296949E-01  11.53362      13.45867    
  1980.2 0.6730720E-01 0.7323656E-01  9.852502      10.04933    
  1980.3 0.6698240E-01 0.7680771E-01  10.71924      9.235333    
  1980.4 0.6781749E-01 0.7398623E-01  13.99099      13.70967    
  1981.1 0.7024698E-01 0.7426606E-01  13.05592      14.36900    
  1981.2 0.7802897E-01 0.7398937E-01  13.51523      14.82900    
  1981.3 0.8372201E-01 0.7417361E-01  13.96316      15.08733    
  1981.4 0.8840619E-01 0.8241053E-01  13.65094      12.02267    
  1982.1 0.8981472E-01 0.8843563E-01  15.73519      12.89500    
  1982.2 0.9342954E-01 0.9425762E-01  18.29888      12.35900    
  1982.3 0.9987454E-01 0.9942961E-01  16.42270      9.705333    
  1982.4 0.1021672     0.1067659      13.02671      7.935000    
  1983.1 0.1031292     0.1039701      11.57884      8.081333    
  1983.2 0.1013915     0.1010214      10.99961      8.420667    
  1983.3 0.1013738     0.9360138E-01  10.08759      9.186667    
  1983.4 0.1007591     0.8541760E-01  8.276512      8.793333    
  1984.1 0.9682604E-01 0.7871758E-01  8.118358      9.133333    
  1984.2 0.9117022E-01 0.7478733E-01  8.725049      9.843333    
  1984.3 0.8196302E-01 0.7451999E-01  10.07284      10.34333    
  1984.4 0.7062378E-01 0.7283015E-01  10.08186      8.973333    
  1985.1 0.5911969E-01 0.7279936E-01  10.49345      8.183333    
  1985.2 0.5268265E-01 0.7288834E-01  11.02761      7.523333    
  1985.3 0.4873535E-01 0.7210537E-01  11.15412      7.103333    
  1985.4 0.4775893E-01 0.7054201E-01  10.95893      7.146667    
  1986.1 0.4739966E-01 0.7015712E-01  9.934897      6.886667    
  1986.2 0.4537293E-01 0.7180384E-01  9.598813      6.130000    
  1986.3 0.4563842E-01 0.6991001E-01  9.611992      5.533333    
  1986.4 0.4505555E-01 0.6835172E-01  9.228217      5.340000    
  1987.1 0.4575859E-01 0.6620689E-01  8.686136      5.533333    
  1987.2 0.4740598E-01 0.6280795E-01  8.067325      5.733333    
  1987.3 0.4451963E-01 0.6014193E-01  7.808564      6.033333    
  1987.4 0.4031022E-01 0.5868976E-01  7.588039      6.003333    
  1988.1 0.3738031E-01 0.5727587E-01  8.207684      5.760000    
  1988.2 0.3563844E-01 0.5487146E-01  9.091960      6.230000    
  1988.3 0.3957982E-01 0.5492451E-01  9.524864      6.993333    
  1988.4 0.3814599E-01 0.5350265E-01  8.157575      7.703333    
  1989.1 0.3807197E-01 0.5215423E-01  7.769367      8.533333    
  1989.2 0.3609029E-01 0.5244464E-01  8.186564      8.440000    
  1989.3 0.3737011E-01 0.5277223E-01  8.307350      7.850000    
  1989.4 0.3397348E-01 0.5373561E-01  7.004480      7.633333    
  1990.1 0.3213766E-01 0.5300361E-01  6.807265      7.756667    
  1990.2 0.3760953E-01 0.5337414E-01  6.305756      7.766667    
  1990.3 0.4378019E-01 0.5687498E-01  5.054852      7.493333    
  1990.4 0.5129336E-01 0.6113686E-01  4.022746      7.023333    
  1991.1 0.5636625E-01 0.6574073E-01  3.682750      6.053333    
  1991.2 0.5847519E-01 0.6823443E-01  3.322085      5.593333    
  1991.3 0.6214843E-01 0.6853392E-01  2.653616      5.406667    
  1991.4 0.6537442E-01 0.7096660E-01  1.247214      4.583333    
  1992.1 0.6327238E-01 0.7379080E-01  1.272536      3.910000    
  1992.2 0.5934893E-01 0.7594573E-01  2.390643      3.723333    
  1992.3 0.5619033E-01 0.7626478E-01  3.074465      3.130000    
  1992.4 0.5588124E-01 0.7406133E-01  3.145852      3.076667    
  1993.1 0.5433746E-01 0.7149713E-01  3.144079      2.993333    
  1993.2 0.5213175E-01 0.7068857E-01  3.632040      2.983333    
  1993.3 0.5225803E-01 0.6799552E-01  4.401933      3.020000    
  1993.4 0.5407371E-01 0.6619143E-01  5.377080      3.080000    
  1994.1 0.5267677E-01 0.6555817E-01  5.793185      3.250000    
  1994.2 0.5287207E-01 0.6165512E-01  5.478978      4.036667    
  1994.3 0.5320208E-01 0.6001291E-01  5.165835      4.510000    
  1994.4 0.5196551E-01 0.5619378E-01  5.178960      5.283333    
  1995.1 0.5353153E-01 0.5477964E-01  5.100173      5.780000    
  1995.2 0.5579624E-01 0.5674622E-01  4.333779      5.623333    
  1995.3 0.5761483E-01 0.5658385E-01  3.846046      5.380000    
  1995.4 0.5702451E-01 0.5572015E-01  3.944937      5.270000    
  1996.1 0.5982137E-01 0.5545427E-01  4.091968      4.950000    
  1996.2 0.6188721E-01 0.5470120E-01  3.679812      5.040000    
  1996.3 0.6401450E-01 0.5259294E-01  3.360560      5.136667    
  1996.4 0.6353740E-01 0.5310254E-01  3.523337      4.970000    
  1997.1 0.6312351E-01 0.5223738E-01  4.713401      5.063333    
  1997.2 0.5959497E-01 0.4974959E-01  5.251843      5.073333    
  1997.3 0.5836894E-01 0.4858023E-01  4.662742      5.056667    
  1997.4 0.6207533E-01 0.4680572E-01  3.750803      5.086667    
  1998.1 0.6572287E-01 0.4637954E-01  3.062175      5.053333    
  1998.2 0.6752166E-01 0.4414228E-01  2.629681      4.976667    
  1998.3 0.6766257E-01 0.4528502E-01  2.457735      4.823333    
  1998.4 0.6619911E-01 0.4429607E-01  2.487634      4.253333    
  1999.1 0.6183602E-01 0.4284456E-01  3.248920      4.406667    
  1999.2 0.5532473E-01 0.4248440E-01  3.630002      4.453333    
  1999.3 0.5133256E-01 0.4243400E-01  4.660582      4.650000    
  1999.4 0.4548805E-01 0.4077788E-01  6.308582      5.043333    
  2000.1 0.4375182E-01 0.4048765E-01  7.156411      5.520000    
  2000.2 0.4101804E-01 0.3947782E-01  7.196830      5.713333    
  2000.3 0.3668486E-01 0.4030117E-01  7.283446      6.016667    
  2000.4 0.4085442E-01 0.3918419E-01  6.039972      6.016667    
  2001.1 0.4418491E-01 0.4230321E-01  5.945132      4.816667    
  2001.2 0.5346212E-01 0.4411448E-01  4.151070      3.660000    
  2001.3 0.5074897E-01 0.4819249E-01  3.264325      3.170000    
  2001.4 0.4629617E-01 0.5537421E-01  5.225697      1.906667    
  2002.1 0.4293958E-01 0.5705425E-01  6.362054      1.820000    
  2002.2 0.4304188E-01 0.5845793E-01  5.478973      1.716667    
  2002.3 0.4277242E-01 0.5732000E-01  4.598650      1.643333    
  2002.4 0.4612137E-01 0.5851777E-01  4.041134      1.333333    
  2003.1 0.4926134E-01 0.5873963E-01  4.609370      1.156667    
  2003.2 0.5234892E-01 0.6152488E-01  4.384979      1.043333    
  2003.3 0.5472666E-01 0.6107130E-01  3.150613     0.9300000    
  2003.4 0.6151261E-01 0.5820932E-01  2.414235     0.9166667    
  2004.1 0.6165682E-01 0.5687648E-01  2.669103     0.9166667    
  2004.2 0.5871504E-01 0.5595400E-01  3.040290      1.076667    
  2004.3 0.5556531E-01 0.5440757E-01  3.065343      1.486667    
  2004.4 0.5348778E-01 0.5396538E-01  2.568171      2.006667    
  2005.1 0.5355448E-01 0.5292068E-01  2.394890      2.536667    
  2005.2 0.5360005E-01 0.5115378E-01  2.695826      2.863333    
  2005.3 0.5176639E-01 0.4975337E-01  2.686813      3.360000    
  2005.4 0.5018701E-01 0.4964352E-01  2.386018      3.826667    
  2006.1 0.5082795E-01 0.4731667E-01  2.519710      4.393333    
  2006.2 0.5101374E-01 0.4666969E-01  2.559233      4.703333    
  2006.3 0.5413010E-01 0.4655398E-01  2.471406      4.906667    
  2006.4 0.5725935E-01 0.4466963E-01  1.344524      4.903333    
  2007.1 0.5630664E-01 0.4536088E-01  1.142249      4.983333    
  2007.2 0.5422216E-01 0.4507805E-01  1.791013      4.736667    
  2007.3 0.5293676E-01 0.4670151E-01  2.043961      4.303333    
  2007.4 0.5199988E-01 0.4813029E-01  2.217168      3.390000    
  2008.1 0.5115440E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.4931144E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5095449E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5162461E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.5839302E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.6481218E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.7003611E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.7612779E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.7906093E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.7869339E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.8458686E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.8551935E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.8522347E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.8678264E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.8819003E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8766992E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8698724E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8732212E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8996146E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9090145E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.8939505E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9001370E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.8907273E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.8601421E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8523444E-01 0.7353172E-01 0.9098166     0.2222305    
  2014.2 0.8275942E-01 0.7371212E-01  1.413662     0.2267692    
  2014.3 0.8430900E-01 0.7344075E-01  1.519098     0.2727381    
  2014.4 0.8226573E-01 0.7270034E-01 0.3741640     0.3896289    
  2015.1 0.8311013E-01 0.7163268E-01 0.1347778     0.5446822    
  2015.2 0.8272606E-01 0.7041296E-01 0.5484727     0.7056998    
  2015.3 0.8539320E-01 0.6919799E-01 0.5237000     0.8622789    
  2015.4 0.8552639E-01 0.6810526E-01  0.000000      1.011500    
  2016.1 0.8686868E-01 0.6720077E-01  0.000000      1.148466    
  2016.2 0.8409223E-01 0.6650839E-01  1.095348      1.268463    
  2016.3 0.8350148E-01 0.6602361E-01  1.815788      1.370028    
  2016.4 0.8153299E-01 0.6572500E-01  2.433572      1.454232    
  2017.1 0.9049832E-01 0.6557762E-01  1.491683      1.523254    
  2017.2 0.8993966E-01 0.6554472E-01  1.199201      1.579320    
  2017.3 0.8311985E-01 0.6559437E-01  1.933348      1.624370    
  2017.4 0.8158209E-01 0.6569973E-01  1.340027      1.660170    
  2018.1 0.7897662E-01 0.6583532E-01  1.173552      1.688692    
  2018.2 0.8024285E-01 0.6598118E-01  1.361145      1.711782    
  2018.3 0.7988106E-01 0.6612472E-01  2.241828      1.730742    
  2018.4 0.7818502E-01 0.6625905E-01  1.886291      1.746369    
  2019.1 0.7867941E-01 0.6637441E-01  1.707692      1.759767    
  2019.2 0.8103767E-01 0.6646188E-01  1.816438      1.772234    
  2019.3 0.7711702E-01 0.6651811E-01  3.182451      1.784603    
  2019.4 0.7265761E-01 0.6654506E-01  2.128104      1.797049    
  2020.1 0.6744344E-01 0.6654177E-01  2.173208      1.809908    
  2020.2 0.6571875E-01 0.6650849E-01  3.002537      1.823601    
  2020.3 0.6323967E-01 0.6644969E-01  3.507656      1.838160    
  2020.4 0.5924653E-01 0.6637212E-01  3.747661      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.194637746691E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     118 IER= 4 F=  0.172201788975E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.99726200668E-07 -0.52724176020E-07 -0.80886828731E-07

X VALUES

  0.43958387486E+00  0.12640552756E+01 -0.29142927125E+00

MEAN OF DEPENDENT VARIABLE   749999.237552118

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.439583875       0.015154744   29.00635
  2       1.100000000       1.264055276       0.066951481   18.88017
  3      -0.100000000      -0.291429271       0.066330643   -4.39358

SE of equation          =      0.009187635
Sum of squared residuals =  0.172201789E-01   0.106933236    
Sum of ABS residuals     =  0.695964777    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95594

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.177479929320E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     112 IER= 4 F=  0.942422131222E-02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.20169163073E-07  0.40595028121E-06  0.52266409856E-06

X VALUES

  0.58635632349E+00  0.85387045220E+00  0.57787125546E-01

MEAN OF DEPENDENT VARIABLE   749999.227578736

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.586356323       0.012806116   45.78721
  2       1.100000000       0.853870452       0.071989432   11.86105
  3      -0.100000000       0.057787126       0.065943861    0.87631

SE of equation          =      0.006796850
Sum of squared residuals =  0.942422131E-02   0.477408949E-01
Sum of ABS residuals     =  0.552464635    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98203

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.439922633381E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.395304492859E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.46862128050E-06  0.28058697081E-05  0.27416083077E-05

X VALUES

  0.41608269315E+00  0.99072153593E+00 -0.15913473742E-01

MEAN OF DEPENDENT VARIABLE   749999.286245611

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.416082693       0.023314408   17.84659
  2       1.100000000       0.990721536       0.072683166   13.63069
  3      -0.100000000      -0.015913474       0.071868534   -0.22142

SE of equation          =      0.014348789
Sum of squared residuals =  0.395304493E-01   0.521698918E-01
Sum of ABS residuals     =   1.03213824    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99736

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.458262635752E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      88 IER= 4 F=  0.370857887659E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.28461630592E-04  0.22225530895E-05  0.33317138346E-05

X VALUES

  0.49177424784E+00  0.10804833849E+01 -0.15129009225E+00

MEAN OF DEPENDENT VARIABLE   749999.250274745

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.491774248       0.010746024   45.76337
  2       1.100000000       1.080483385       0.071595671   15.09146
  3      -0.100000000      -0.151290092       0.067163426   -2.25257

SE of equation          =      0.013483066
Sum of squared residuals =  0.370857888E-01  -0.129692569    
Sum of ABS residuals     =   1.08048130    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99983

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.378944866890E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      92 IER= 3 F=  0.378800464735E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.18460638791E-07 -0.94149488974E-07 -0.96440214001E-07

X VALUES

  0.49459145254E+00  0.99242567083E+00 -0.60046769456E-01

MEAN OF DEPENDENT VARIABLE   749999.288256926

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.494591453       0.373963290    1.32257
  2       1.100000000       0.992425671       2.256776970    0.43975
  3      -0.100000000      -0.060046769       2.103099464   -0.02855

SE of equation          =      0.430913567
Sum of squared residuals =   37.8800465        7.13119245    
Sum of ABS residuals     =   8.09415484    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96882

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.270000696019E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      87 IER= 3 F=  0.265646912778E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.37336712350E-07 -0.51051101241E-08 -0.40327092540E-07

X VALUES

  0.48706626799E+00  0.74636693977E+00 -0.30338556441E-01

MEAN OF DEPENDENT VARIABLE   749999.234480120

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.487066268       0.161275252    3.02009
  2       1.100000000       0.746366940       0.264661319    2.82008
  3      -0.100000000      -0.030338556       0.247135356   -0.12276

SE of equation          =      0.114113573
Sum of squared residuals =   2.65646913        2.27058247    
Sum of ABS residuals     =   5.02076869    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95138

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.912998943863E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     109 IER= 4 F=  0.769091824999E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.17174026275E-08  0.41110869064E-06  0.38926410785E-06

X VALUES

  0.10866903613E+01  0.10358828581E+01 -0.52970746009E-01

MEAN OF DEPENDENT VARIABLE   749999.364784343

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.086690361       0.112840121    9.63035
  2       1.100000000       1.035882858       0.084924571   12.19768
  3      -0.100000000      -0.052970746       0.084630397   -0.62591

SE of equation          =      0.068480540
Sum of squared residuals =  0.769091825        1.47052589    
Sum of ABS residuals     =   5.16382621    
R squared                =    1.00000
Durbin-Watson statistic  =    1.83299

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.403510151470E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     112 IER= 4 F=  0.342471095556E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.87849895955E-05  0.10738576484E-05  0.25098083027E-05

X VALUES

  0.47886985325E+00  0.80598425068E+00 -0.27945673640E+00

MEAN OF DEPENDENT VARIABLE   749999.260622720

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.478869853       0.036953942   12.95856
  2       1.100000000       0.805984251       0.104119607    7.74095
  3      -0.100000000      -0.279456736       0.099904937   -2.79723

SE of equation          =      0.040972916
Sum of squared residuals =  0.342471096        1.14547845    
Sum of ABS residuals     =   3.85093232    
R squared                =    1.00000
Durbin-Watson statistic  =    1.67005

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.833470870506E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     110 IER= 4 F=  0.595108507930E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.54919124695E-07 -0.73969046001E-07 -0.25857524917E-06

X VALUES

  0.11718781529E+01  0.87972453332E+00 -0.13447804586E+00

MEAN OF DEPENDENT VARIABLE   749999.265655418

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.171878153       0.135504057    8.64829
  2       1.100000000       0.879724533       0.086661861   10.15123
  3      -0.100000000      -0.134478046       0.083849751   -1.60380

SE of equation          =      0.060238778
Sum of squared residuals =  0.595108508        1.56323456    
Sum of ABS residuals     =   4.14084410    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96116

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.278139066851E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.263439182263E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.20488925230E-06 -0.55894915291E-06 -0.99748308480E-06

X VALUES

  0.27104722283E+00  0.10732736132E+01 -0.11207233854E+00

MEAN OF DEPENDENT VARIABLE   749999.297701649

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.271047223       0.103223588    2.62583
  2       1.100000000       1.073273613       0.084455654   12.70813
  3      -0.100000000      -0.112072339       0.084970309   -1.31896

SE of equation          =      0.041093950
Sum of squared residuals =  0.263439182        1.00275274    
Sum of ABS residuals     =   2.85770244    
R squared                =    1.00000
Durbin-Watson statistic  =    1.79590

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.446814805717E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     107 IER= 4 F=  0.348682530734E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.10236218916E-05  0.53249313130E-07  0.18224306570E-06

X VALUES

  0.47586450198E+00  0.64047157887E+00 -0.32210527965E+00

MEAN OF DEPENDENT VARIABLE   749999.273632494

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.475864502       0.027771294   17.13512
  2       1.100000000       0.640471579       0.095276726    6.72222
  3      -0.100000000      -0.322105280       0.090280652   -3.56782

SE of equation          =      0.041342812
Sum of squared residuals =  0.348682531        1.20742524    
Sum of ABS residuals     =   3.91006477    
R squared                =    1.00000
Durbin-Watson statistic  =    1.66676

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.892302461826E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.788191541888E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.30250940092E-11  0.34102868429E-11

X VALUES

  0.11010134111E+01 -0.32555121483E+00

MEAN OF DEPENDENT VARIABLE   749999.258443078

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.101013411       0.131200929    8.39181
  2      -0.100000000      -0.325551215       0.116003616   -2.80639

SE of equation          =      0.026066750
Sum of squared residuals =  0.788191542E-01   0.743391517    
Sum of ABS residuals     =   1.35437634    
R squared                =    1.00000
Durbin-Watson statistic  =    1.51999

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.341732623603E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.328136663411E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.32568519986E-10  0.34502557841E-10

X VALUES

  0.90335422566E+00  0.48266987758E-01

MEAN OF DEPENDENT VARIABLE   749999.269239081

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.903354226       0.086295372   10.46817
  2      -0.100000000       0.048266988       0.084909970    0.56845

SE of equation          =      0.040106272
Sum of squared residuals =  0.328136663        1.54462906    
Sum of ABS residuals     =   3.85075916    
R squared                =    1.00000
Durbin-Watson statistic  =    1.77383

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4824335E-01 0.5234225E-01 0.7641174      1.083667    
  1954.2 0.5135835E-01 0.5783462E-01 0.3646143     0.8143333    
  1954.3 0.5347965E-01 0.5970489E-01  1.450242     0.8696667    
  1954.4 0.5076125E-01 0.5361334E-01  3.301974      1.036333    
  1955.1 0.4866205E-01 0.4710636E-01  3.475304      1.256333    
  1955.2 0.4939011E-01 0.4380454E-01  3.196661      1.614333    
  1955.3 0.4877771E-01 0.4109694E-01  3.096061      1.861333    
  1955.4 0.5045606E-01 0.4208878E-01  3.110903      2.349333    
  1956.1 0.5798625E-01 0.4031458E-01  2.476030      2.379333    
  1956.2 0.5688556E-01 0.4190614E-01  2.593806      2.596667    
  1956.3 0.5511883E-01 0.4128671E-01  3.687955      2.596667    
  1956.4 0.4945863E-01 0.4100540E-01  4.344605      3.063667    
  1957.1 0.4215290E-01 0.3946671E-01  4.211988      3.171667    
  1957.2 0.3691624E-01 0.4062513E-01  4.161861      3.157000    
  1957.3 0.3730901E-01 0.4207225E-01  4.699184      3.382333    
  1957.4 0.3519058E-01 0.4923487E-01  5.185712      3.343333    
  1958.1 0.3133043E-01 0.6275076E-01  5.380537      1.838000    
  1958.2 0.2956165E-01 0.7359928E-01  5.172699      1.017667    
  1958.3 0.3351473E-01 0.7309055E-01  5.089674      1.710667    
  1958.4 0.3555019E-01 0.6352766E-01  5.145414      2.787667    
  1959.1 0.4072271E-01 0.5798631E-01  5.094488      2.800333    
  1959.2 0.4931834E-01 0.5104500E-01  4.753640      3.019333    
  1959.3 0.7156163E-01 0.5287044E-01  3.995917      3.533000    
  1959.4 0.8433825E-01 0.5592834E-01  1.309582      4.299333    
  1960.1 0.9577772E-01 0.5159512E-01  0.000000      3.943000    
  1960.2 0.1087703     0.5225835E-01  0.000000      3.092333    
  1960.3 0.1082613     0.5549938E-01  0.000000      2.390333    
  1960.4 0.9834763E-01 0.6251647E-01  1.500028      2.360667    
  1961.1 0.8404584E-01 0.6773354E-01  2.250620      2.376667    
  1961.2 0.7126096E-01 0.6971717E-01  2.278216      2.324667    
  1961.3 0.6190537E-01 0.6749309E-01  2.995291      2.324667    
  1961.4 0.5119897E-01 0.6171891E-01  4.252991      2.475000    
  1962.1 0.4471898E-01 0.5614436E-01  5.647592      2.739000    
  1962.2 0.4039766E-01 0.5482584E-01  5.988495      2.716000    
  1962.3 0.4123567E-01 0.5539051E-01  5.327967      2.858000    
  1962.4 0.4978405E-01 0.5505923E-01  4.488637      2.803333    
  1963.1 0.6155732E-01 0.5779253E-01  2.823559      2.909000    
  1963.2 0.7034229E-01 0.5680856E-01  1.932074      2.941333    
  1963.3 0.7889010E-01 0.5493742E-01  1.615689      3.280667    
  1963.4 0.8128848E-01 0.5572673E-01  1.622450      3.499333    
  1964.1 0.7888791E-01 0.5457706E-01  1.307153      3.538000    
  1964.2 0.7358139E-01 0.5220257E-01  1.552732      3.481333    
  1964.3 0.6502823E-01 0.4989598E-01  2.393394      3.504000    
  1964.4 0.5869914E-01 0.4953597E-01  3.270182      3.685000    
  1965.1 0.5866114E-01 0.4871666E-01  3.563418      3.899667    
  1965.2 0.5514744E-01 0.4655354E-01  3.700968      3.879000    
  1965.3 0.4946624E-01 0.4351989E-01  4.881630      3.859667    
  1965.4 0.4387628E-01 0.4102298E-01  5.881401      4.158667    
  1966.1 0.4069412E-01 0.3848268E-01  5.716668      4.630667    
  1966.2 0.4076981E-01 0.3807639E-01  5.451020      4.597333    
  1966.3 0.3928465E-01 0.3750700E-01  5.530083      5.047667    
  1966.4 0.3885995E-01 0.3683286E-01  5.589115      5.246000    
  1967.1 0.3764820E-01 0.3809930E-01  5.378832      4.533667    
  1967.2 0.3944936E-01 0.3806934E-01  5.376483      3.657333    
  1967.3 0.4004617E-01 0.3784696E-01  5.184025      4.344667    
  1967.4 0.3845596E-01 0.3915978E-01  5.171039      4.787333    
  1968.1 0.3826516E-01 0.3728355E-01  5.597522      5.064667    
  1968.2 0.3945049E-01 0.3537721E-01  6.065231      5.510000    
  1968.3 0.3860142E-01 0.3510557E-01  7.410640      5.226333    
  1968.4 0.4003235E-01 0.3392130E-01  6.323224      5.580667    
  1969.1 0.4425328E-01 0.3376971E-01  5.198030      6.137667    
  1969.2 0.4793765E-01 0.3424592E-01  4.831110      6.240000    
  1969.3 0.5072442E-01 0.3590757E-01  4.857006      7.046667    
  1969.4 0.5679522E-01 0.3581941E-01  4.231739      7.317667    
  1970.1 0.6188654E-01 0.4159508E-01  4.342953      7.262667    
  1970.2 0.6455950E-01 0.4746577E-01  4.221564      6.752333    
  1970.3 0.6497852E-01 0.5169088E-01  3.456646      6.374667    
  1970.4 0.6934537E-01 0.5802797E-01  3.296404      5.358333    
  1971.1 0.6971758E-01 0.5914467E-01  3.266750      3.863333    
  1971.2 0.6724727E-01 0.5907857E-01  3.657782      4.206000    
  1971.3 0.6273998E-01 0.5983336E-01  4.115520      5.050333    
  1971.4 0.6095423E-01 0.5954344E-01  4.122372      4.234333    
  1972.1 0.5849921E-01 0.5768041E-01  4.170629      3.435333    
  1972.2 0.5757170E-01 0.5658509E-01  4.572127      3.748333    
  1972.3 0.5815665E-01 0.5584112E-01  4.793810      4.241333    
  1972.4 0.5743873E-01 0.5304486E-01  5.190405      4.851333    
  1973.1 0.5584019E-01 0.4950510E-01  5.189939      5.639667    
  1973.2 0.5689637E-01 0.4889844E-01  5.425428      6.608333    
  1973.3 0.5622678E-01 0.4793204E-01  5.623615      8.388333    
  1973.4 0.5471121E-01 0.4769321E-01  5.769908      7.461667    
  1974.1 0.5391996E-01 0.5085049E-01  5.888438      7.600333    
  1974.2 0.5146092E-01 0.5161500E-01  6.373436      8.268000    
  1974.3 0.4737874E-01 0.5583721E-01  7.437934      8.286333    
  1974.4 0.4791299E-01 0.6556479E-01  7.822620      7.336000    
  1975.1 0.4821775E-01 0.8217515E-01  7.583449      5.873333    
  1975.2 0.5270362E-01 0.8828988E-01  7.147300      5.400667    
  1975.3 0.5957648E-01 0.8467753E-01  6.403359      6.336667    
  1975.4 0.6240795E-01 0.8259670E-01  5.918960      5.684333    
  1976.1 0.6628376E-01 0.7723461E-01  5.579034      4.953333    
  1976.2 0.6960200E-01 0.7526804E-01  5.168131      5.168667    
  1976.3 0.7378844E-01 0.7700112E-01  5.827128      5.168667    
  1976.4 0.7398693E-01 0.7733424E-01  7.068002      4.698000    
  1977.1 0.7761766E-01 0.7493048E-01  6.618391      4.624000    
  1977.2 0.8196766E-01 0.7104693E-01  5.681896      4.828667    
  1977.3 0.8545697E-01 0.6864221E-01  4.506679      5.472000    
  1977.4 0.8557737E-01 0.6612385E-01  4.325799      6.137000    
  1978.1 0.9049731E-01 0.6326666E-01  3.790186      6.408000    
  1978.2 0.9288579E-01 0.5999476E-01  3.496254      6.481000    
  1978.3 0.9443591E-01 0.6021465E-01  2.653163      7.315333    
  1978.4 0.9096012E-01 0.5883992E-01  2.493991      8.680333    
  1979.1 0.9233135E-01 0.5877879E-01  2.625075      9.357667    
  1979.2 0.9276257E-01 0.5714052E-01  2.666397      9.372333    
  1979.3 0.9136810E-01 0.5868435E-01  2.426775      9.631333    
  1979.4 0.8825374E-01 0.5940129E-01  5.763255      11.80367    
  1980.1 0.8475203E-01 0.6296949E-01  5.755954      13.45867    
  1980.2 0.7680277E-01 0.7323656E-01  5.478675      10.04933    
  1980.3 0.7733027E-01 0.7680771E-01  8.090108      9.235333    
  1980.4 0.7423611E-01 0.7398623E-01  11.47753      13.70967    
  1981.1 0.7372670E-01 0.7426606E-01  13.31828      14.36900    
  1981.2 0.7876870E-01 0.7398937E-01  15.56301      14.82900    
  1981.3 0.8638315E-01 0.7417361E-01  13.10503      15.08733    
  1981.4 0.9234024E-01 0.8241053E-01  13.09441      12.02267    
  1982.1 0.9245447E-01 0.8843563E-01  15.27944      12.89500    
  1982.2 0.9594508E-01 0.9425762E-01  14.50253      12.35900    
  1982.3 0.9972242E-01 0.9942961E-01  14.17444      9.705333    
  1982.4 0.1017399     0.1067659      13.58422      7.935000    
  1983.1 0.1016145     0.1039701      12.75597      8.081333    
  1983.2 0.9622335E-01 0.1010214      12.30644      8.420667    
  1983.3 0.9282885E-01 0.9360138E-01  12.11640      9.186667    
  1983.4 0.8696259E-01 0.8541760E-01  10.70890      8.793333    
  1984.1 0.8271613E-01 0.7871758E-01  9.902540      9.133333    
  1984.2 0.7872718E-01 0.7478733E-01  10.10523      9.843333    
  1984.3 0.7221101E-01 0.7451999E-01  10.35962      10.34333    
  1984.4 0.6574250E-01 0.7283015E-01  10.09571      8.973333    
  1985.1 0.5680869E-01 0.7279936E-01  10.26307      8.183333    
  1985.2 0.4931868E-01 0.7288834E-01  10.29881      7.523333    
  1985.3 0.4545245E-01 0.7210537E-01  10.71286      7.103333    
  1985.4 0.4276122E-01 0.7054201E-01  11.01962      7.146667    
  1986.1 0.4078510E-01 0.7015712E-01  10.40786      6.886667    
  1986.2 0.3678148E-01 0.7180384E-01  10.40401      6.130000    
  1986.3 0.3146226E-01 0.6991001E-01  11.25712      5.533333    
  1986.4 0.3027793E-01 0.6835172E-01  11.47571      5.340000    
  1987.1 0.2765910E-01 0.6620689E-01  11.78292      5.533333    
  1987.2 0.2894448E-01 0.6280795E-01  11.30870      5.733333    
  1987.3 0.3121905E-01 0.6014193E-01  10.87906      6.033333    
  1987.4 0.3167378E-01 0.5868976E-01  10.41603      6.003333    
  1988.1 0.3526443E-01 0.5727587E-01  10.19223      5.760000    
  1988.2 0.3966662E-01 0.5487146E-01  9.755343      6.230000    
  1988.3 0.3866071E-01 0.5492451E-01  10.36864      6.993333    
  1988.4 0.3758318E-01 0.5350265E-01  9.668076      7.703333    
  1989.1 0.3901036E-01 0.5215423E-01  9.213924      8.533333    
  1989.2 0.4678095E-01 0.5244464E-01  6.655089      8.440000    
  1989.3 0.4190795E-01 0.5277223E-01  5.437126      7.850000    
  1989.4 0.3424906E-01 0.5373561E-01  7.501160      7.633333    
  1990.1 0.2542097E-01 0.5300361E-01  8.903696      7.756667    
  1990.2 0.1898870E-01 0.5337414E-01  8.774634      7.766667    
  1990.3 0.1980221E-01 0.5687498E-01  8.126897      7.493333    
  1990.4 0.2360856E-01 0.6113686E-01  7.806936      7.023333    
  1991.1 0.3155495E-01 0.6574073E-01  7.058374      6.053333    
  1991.2 0.3294568E-01 0.6823443E-01  7.178858      5.593333    
  1991.3 0.3366253E-01 0.6853392E-01  7.919939      5.406667    
  1991.4 0.3324109E-01 0.7096660E-01  7.898348      4.583333    
  1992.1 0.3709966E-01 0.7379080E-01  7.674080      3.910000    
  1992.2 0.3878972E-01 0.7594573E-01  7.470511      3.723333    
  1992.3 0.4086634E-01 0.7626478E-01  7.153572      3.130000    
  1992.4 0.4250626E-01 0.7406133E-01  7.153305      3.076667    
  1993.1 0.4746585E-01 0.7149713E-01  6.763636      2.993333    
  1993.2 0.5251499E-01 0.7068857E-01  5.653707      2.983333    
  1993.3 0.5539672E-01 0.6799552E-01  4.788679      3.020000    
  1993.4 0.6074689E-01 0.6619143E-01  3.898773      3.080000    
  1994.1 0.6403060E-01 0.6555817E-01  3.160907      3.250000    
  1994.2 0.6849652E-01 0.6165512E-01  2.633174      4.036667    
  1994.3 0.6904909E-01 0.6001291E-01  2.003798      4.510000    
  1994.4 0.6722712E-01 0.5619378E-01  1.645423      5.283333    
  1995.1 0.6295528E-01 0.5477964E-01  1.346796      5.780000    
  1995.2 0.6040410E-01 0.5674622E-01  1.465055      5.623333    
  1995.3 0.6154804E-01 0.5658385E-01  1.297640      5.380000    
  1995.4 0.6268555E-01 0.5572015E-01 0.7101597      5.270000    
  1996.1 0.6137849E-01 0.5545427E-01  1.252959      4.950000    
  1996.2 0.5753065E-01 0.5470120E-01  2.264494      5.040000    
  1996.3 0.5736534E-01 0.5259294E-01  2.720036      5.136667    
  1996.4 0.5260049E-01 0.5310254E-01  1.722515      4.970000    
  1997.1 0.5643263E-01 0.5223738E-01  1.339774      5.063333    
  1997.2 0.5804579E-01 0.4974959E-01  1.192852      5.073333    
  1997.3 0.5781753E-01 0.4858023E-01  1.245251      5.056667    
  1997.4 0.5924903E-01 0.4680572E-01 0.6413573      5.086667    
  1998.1 0.5802934E-01 0.4637954E-01 0.8855263      5.053333    
  1998.2 0.5945699E-01 0.4414228E-01  1.142607      4.976667    
  1998.3 0.6109263E-01 0.4528502E-01  1.564034      4.823333    
  1998.4 0.6275494E-01 0.4429607E-01  1.834495      4.253333    
  1999.1 0.6304815E-01 0.4284456E-01  2.237348      4.406667    
  1999.2 0.6381906E-01 0.4248440E-01  2.497019      4.453333    
  1999.3 0.6366462E-01 0.4243400E-01  2.528397      4.650000    
  1999.4 0.6267561E-01 0.4077788E-01  2.537381      5.043333    
  2000.1 0.5505599E-01 0.4048765E-01  3.343770      5.520000    
  2000.2 0.5436576E-01 0.3947782E-01  3.036404      5.713333    
  2000.3 0.5921281E-01 0.4030117E-01  2.565489      6.016667    
  2000.4 0.6020895E-01 0.3918419E-01  2.576366      6.016667    
  2001.1 0.5761349E-01 0.4230321E-01  3.920938      4.816667    
  2001.2 0.5675919E-01 0.4411448E-01  4.837675      3.660000    
  2001.3 0.5687923E-01 0.4819249E-01  4.685074      3.170000    
  2001.4 0.5822552E-01 0.5537421E-01  4.467664      1.906667    
  2002.1 0.6267381E-01 0.5705425E-01  4.554599      1.820000    
  2002.2 0.5885498E-01 0.5845793E-01  4.920779      1.716667    
  2002.3 0.4892227E-01 0.5732000E-01  5.777879      1.643333    
  2002.4 0.4691639E-01 0.5851777E-01  5.281179      1.333333    
  2003.1 0.4731780E-01 0.5873963E-01  3.894302      1.156667    
  2003.2 0.4882201E-01 0.6152488E-01  2.495980      1.043333    
  2003.3 0.5195590E-01 0.6107130E-01  2.127231     0.9300000    
  2003.4 0.5698991E-01 0.5820932E-01  1.044911     0.9166667    
  2004.1 0.5644855E-01 0.5687648E-01 0.6511489     0.9166667    
  2004.2 0.5613582E-01 0.5595400E-01 0.9740164      1.076667    
  2004.3 0.5536432E-01 0.5440757E-01  1.478433      1.486667    
  2004.4 0.5556925E-01 0.5396538E-01  1.864563      2.006667    
  2005.1 0.5737592E-01 0.5292068E-01  1.896016      2.536667    
  2005.2 0.5375448E-01 0.5115378E-01  2.220129      2.863333    
  2005.3 0.5307828E-01 0.4975337E-01  2.474680      3.360000    
  2005.4 0.5037591E-01 0.4964352E-01  2.243536      3.826667    
  2006.1 0.4408610E-01 0.4731667E-01  3.168377      4.393333    
  2006.2 0.4088542E-01 0.4666969E-01  4.317575      4.703333    
  2006.3 0.3984939E-01 0.4655398E-01  4.973973      4.906667    
  2006.4 0.3789304E-01 0.4466963E-01  5.004002      4.903333    
  2007.1 0.4008850E-01 0.4536088E-01  4.542394      4.983333    
  2007.2 0.4337779E-01 0.4507805E-01  4.428763      4.736667    
  2007.3 0.4661060E-01 0.4670151E-01  3.802934      4.303333    
  2007.4 0.4766826E-01 0.4813029E-01  3.630311      3.390000    
  2008.1 0.4931149E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.4879363E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5181164E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5276228E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6239274E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7261326E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.7744895E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.7915391E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8383454E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8560041E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9186285E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9783497E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9816161E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9754001E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9888647E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1026000     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1040973     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1055578     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1049124     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1032673     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9956544E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1008236     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1020001     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1022393     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1014075     0.7353172E-01  0.000000     0.2222305    
  2014.2 0.1008395     0.7371212E-01  0.000000     0.2267692    
  2014.3 0.9968577E-01 0.7344075E-01  0.000000     0.2727381    
  2014.4 0.9687749E-01 0.7270034E-01 0.1505626E-01 0.3896289    
  2015.1 0.9171273E-01 0.7163268E-01  0.000000     0.5446822    
  2015.2 0.8434653E-01 0.7041296E-01 0.8009679     0.7056998    
  2015.3 0.7958124E-01 0.6919799E-01  1.874417     0.8622789    
  2015.4 0.7550569E-01 0.6810526E-01  3.024280      1.011500    
  2016.1 0.6958138E-01 0.6720077E-01  3.182629      1.148466    
  2016.2 0.6629430E-01 0.6650839E-01  3.247834      1.268463    
  2016.3 0.6567295E-01 0.6602361E-01  3.374707      1.370028    
  2016.4 0.6732240E-01 0.6572500E-01  3.288424      1.454232    
  2017.1 0.6780419E-01 0.6557762E-01  3.597997      1.523254    
  2017.2 0.6585975E-01 0.6554472E-01  4.006272      1.579320    
  2017.3 0.6817493E-01 0.6559437E-01  4.258839      1.624370    
  2017.4 0.6672271E-01 0.6569973E-01  3.108408      1.660170    
  2018.1 0.6966727E-01 0.6583532E-01  3.215370      1.688692    
  2018.2 0.7387368E-01 0.6598118E-01  3.722124      1.711782    
  2018.3 0.7187433E-01 0.6612472E-01  5.055334      1.730742    
  2018.4 0.6888383E-01 0.6625905E-01  3.801771      1.746369    
  2019.1 0.6945204E-01 0.6637441E-01  2.471650      1.759767    
  2019.2 0.7086745E-01 0.6646188E-01  2.411830      1.772234    
  2019.3 0.7308586E-01 0.6651811E-01  2.234597      1.784603    
  2019.4 0.7239973E-01 0.6654506E-01  2.114196      1.797049    
  2020.1 0.7636906E-01 0.6654177E-01  1.327736      1.809908    
  2020.2 0.7935093E-01 0.6650849E-01 0.8334848      1.823601    
  2020.3 0.8174275E-01 0.6644969E-01 0.2547068      1.838160    
  2020.4 0.8020911E-01 0.6637212E-01 0.2040589      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.362356015811E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     110 IER= 4 F=  0.329446447687E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.38870081993E-06 -0.26183101173E-06 -0.69807003216E-07

X VALUES

  0.49678942147E+00  0.11347313870E+01 -0.24057195402E+00

MEAN OF DEPENDENT VARIABLE   749999.226262765

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.496789421       0.022874510   21.71804
  2       1.100000000       1.134731387       0.069134658   16.41335
  3      -0.100000000      -0.240571954       0.066826267   -3.59996

SE of equation          =      0.012708004
Sum of squared residuals =  0.329446448E-01   0.191437655    
Sum of ABS residuals     =  0.886442166    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91269

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.201972582678E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     143 IER= 4 F=  0.112928213846E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.59772104333E-06 -0.58468497645E-05 -0.62488269235E-05

X VALUES

  0.65943544795E+00  0.83519403507E+00  0.91754597700E-01

MEAN OF DEPENDENT VARIABLE   749999.238450316

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.659435448       0.016694650   39.49981
  2       1.100000000       0.835194035       0.070122744   11.91046
  3      -0.100000000       0.091754598       0.065457115    1.40175

SE of equation          =      0.007440226
Sum of squared residuals =  0.112928214E-01   0.370420892E-01
Sum of ABS residuals     =  0.547499868    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99036

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.435127248108E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 4 F=  0.323869909671E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.12602771479E-06 -0.98754644669E-06 -0.12732985708E-05

X VALUES

  0.61994557809E+00  0.97397269575E+00 -0.14003372440E+00

MEAN OF DEPENDENT VARIABLE   749999.239620869

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.619945578       0.027490713   22.55109
  2       1.100000000       0.973972696       0.069319090   14.05057
  3      -0.100000000      -0.140033724       0.063389744   -2.20909

SE of equation          =      0.012987773
Sum of squared residuals =  0.323869910E-01   0.650439116E-01
Sum of ABS residuals     =  0.991994975    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98371

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.539844281372E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     117 IER= 4 F=  0.411294339709E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.46051503469E-08 -0.27742408084E-06 -0.24737450095E-06

X VALUES

  0.41186003656E+00  0.96146273321E+00 -0.36534543516E-01

MEAN OF DEPENDENT VARIABLE   749999.255131101

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.411860037       0.018014597   22.86257
  2       1.100000000       0.961462733       0.072235369   13.31014
  3      -0.100000000      -0.036534544       0.067808866   -0.53879

SE of equation          =      0.014199115
Sum of squared residuals =  0.411294340E-01   0.104795380    
Sum of ABS residuals     =   1.19582754    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99610

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.263069152801E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      88 IER= 3 F=  0.262949299195E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.26022385897E-08 -0.10898359573E-06 -0.20534061890E-06

X VALUES

  0.54610114427E+00  0.10975951818E+01 -0.14957201316E+00

MEAN OF DEPENDENT VARIABLE   749999.267498764

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.546101144       0.515456325    1.05945
  2       1.100000000       1.097595182       2.044197488    0.53693
  3      -0.100000000      -0.149572013       1.925669462   -0.07767

SE of equation          =      0.359021887
Sum of squared residuals =   26.2949299        5.75867717    
Sum of ABS residuals     =   7.05122069    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95139

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.699907617835E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=     101 IER= 3 F=  0.694029248036E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.10471290254E-06 -0.87618960967E-07  0.64254751132E-07

X VALUES

  0.36048645317E+00  0.74966918466E+00 -0.68008011048E-01

MEAN OF DEPENDENT VARIABLE   749999.246517108

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.360486453       0.275115076    1.31031
  2       1.100000000       0.749669185       0.389387906    1.92525
  3      -0.100000000      -0.068008011       0.383230370   -0.17746

SE of equation          =      0.184447937
Sum of squared residuals =   6.94029248        4.57039057    
Sum of ABS residuals     =   6.63973870    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92373

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.745788146959E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      79 IER= 4 F=  0.724197761095E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.20866683386E-05  0.15809668098E-05  0.11000960318E-05

X VALUES

  0.64664855200E+00  0.10371435816E+01 -0.66590295372E-01

MEAN OF DEPENDENT VARIABLE   749999.374637135

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.646648552       0.109082070    5.92809
  2       1.100000000       1.037143582       0.081604799   12.70935
  3      -0.100000000      -0.066590295       0.080970856   -0.82240

SE of equation          =      0.066451787
Sum of squared residuals =  0.724197761        1.15534843    
Sum of ABS residuals     =   4.95498174    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91030

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.241582562376E+00

TERMINATION. ITERS=    9 FUNCTION EVALS=     156 IER= 4 F=  0.218621269862E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.22242802348E-05 -0.90846368330E-06  0.30597572159E-07

X VALUES

  0.61994572621E+00  0.78129597931E+00 -0.26212465694E+00

MEAN OF DEPENDENT VARIABLE   749999.286461388

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.619945726       0.030196952   20.53008
  2       1.100000000       0.781295979       0.101536004    7.69477
  3      -0.100000000      -0.262124657       0.105423584   -2.48639

SE of equation          =      0.032736415
Sum of squared residuals =  0.218621270        1.54431254    
Sum of ABS residuals     =   3.22582974    
R squared                =    1.00000
Durbin-Watson statistic  =    1.57626

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.415634519791E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.307093798212E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.16719346111E-04  0.74375882460E-04  0.64321745666E-04

X VALUES

  0.83604473944E+00  0.62781839483E+00  0.21772874519E+00

MEAN OF DEPENDENT VARIABLE   749999.247672829

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.836044739       0.097628442    8.56354
  2       1.100000000       0.627818395       0.085626222    7.33208
  3      -0.100000000       0.217728745       0.087057093    2.50099

SE of equation          =      0.043272661
Sum of squared residuals =  0.307093798       0.326109442    
Sum of ABS residuals     =   3.40054537    
R squared                =    1.00000
Durbin-Watson statistic  =    1.86730

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.279310371166E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     114 IER= 4 F=  0.205979452257E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.78208985466E-08  0.21169049331E-07  0.29740099272E-07

X VALUES

  0.45248444069E-01  0.85146052202E+00  0.44811402153E-02

MEAN OF DEPENDENT VARIABLE   749999.265994073

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.045248444       0.075201930    0.60169
  2       1.100000000       0.851460522       0.076847134   11.07993
  3      -0.100000000       0.004481140       0.077087103    0.05813

SE of equation          =      0.036337049
Sum of squared residuals =  0.205979452       0.962108023    
Sum of ABS residuals     =   2.54720427    
R squared                =    1.00000
Durbin-Watson statistic  =    1.73442

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.382134995829E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      80 IER= 4 F=  0.311330395149E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.21965008311E-05 -0.37584057678E-07  0.28780680235E-07

X VALUES

  0.58963605458E+00  0.88565305488E+00 -0.35007077540E+00

MEAN OF DEPENDENT VARIABLE   749999.271614693

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.589636055       0.038646070   15.25734
  2       1.100000000       0.885653055       0.090067981    9.83316
  3      -0.100000000      -0.350070775       0.088052270   -3.97572

SE of equation          =      0.039065706
Sum of squared residuals =  0.311330395        1.44111280    
Sum of ABS residuals     =   3.81475828    
R squared                =    1.00000
Durbin-Watson statistic  =    1.70335

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.530837323597E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.491406193771E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.30279924795E-10 -0.33171675526E-10

X VALUES

  0.12626618352E+01 -0.36920497822E+00

MEAN OF DEPENDENT VARIABLE   749999.259087986

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.262661835       0.197277607    6.40043
  2      -0.100000000      -0.369204978       0.183253785   -2.01472

SE of equation          =      0.020582177
Sum of squared residuals =  0.491406194E-01   0.641849216    
Sum of ABS residuals     =  0.977881759    
R squared                =    1.00000
Durbin-Watson statistic  =    1.32276

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.216130165831E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.208370257568E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.18149000544E-10  0.20555387745E-10

X VALUES

  0.11699275282E+01 -0.22954798583E+00

MEAN OF DEPENDENT VARIABLE   749999.217784810

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.169927528       0.096470093   12.12736
  2      -0.100000000      -0.229547986       0.094020781   -2.44146

SE of equation          =      0.031959706
Sum of squared residuals =  0.208370258       0.783923864    
Sum of ABS residuals     =   2.91927745    
R squared                =    1.00000
Durbin-Watson statistic  =    1.62365

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4824335E-01 0.5234225E-01 0.7641174      1.083667    
  1954.2 0.5135835E-01 0.5783462E-01 0.3646143     0.8143333    
  1954.3 0.5347965E-01 0.5970489E-01  1.450242     0.8696667    
  1954.4 0.5076125E-01 0.5361334E-01  3.301974      1.036333    
  1955.1 0.5030540E-01 0.4710636E-01  3.420773      1.256333    
  1955.2 0.4930614E-01 0.4380454E-01  2.481665      1.614333    
  1955.3 0.5041786E-01 0.4109694E-01  1.887242      1.861333    
  1955.4 0.5318979E-01 0.4208878E-01 0.9985347      2.349333    
  1956.1 0.5122077E-01 0.4031458E-01  1.497356      2.379333    
  1956.2 0.4909581E-01 0.4190614E-01  2.372013      2.596667    
  1956.3 0.4677450E-01 0.4128671E-01  2.893143      2.596667    
  1956.4 0.4264562E-01 0.4100540E-01  3.184752      3.063667    
  1957.1 0.3736411E-01 0.3946671E-01  3.107170      3.171667    
  1957.2 0.3555005E-01 0.4062513E-01  3.563952      3.157000    
  1957.3 0.3186337E-01 0.4207225E-01  4.209137      3.382333    
  1957.4 0.2820082E-01 0.4923487E-01  4.485162      3.343333    
  1958.1 0.2371767E-01 0.6275076E-01  4.783528      1.838000    
  1958.2 0.2078775E-01 0.7359928E-01  5.463657      1.017667    
  1958.3 0.1619697E-01 0.7309055E-01  6.003337      1.710667    
  1958.4 0.1396452E-01 0.6352766E-01  6.156186      2.787667    
  1959.1 0.1096991E-01 0.5798631E-01  7.141237      2.800333    
  1959.2 0.8813369E-02 0.5104500E-01  8.592794      3.019333    
  1959.3 0.3400934E-01 0.5287044E-01  7.720559      3.533000    
  1959.4 0.4512547E-01 0.5592834E-01  5.405636      4.299333    
  1960.1 0.5516681E-01 0.5159512E-01  4.018997      3.943000    
  1960.2 0.6272720E-01 0.5225835E-01  3.891466      3.092333    
  1960.3 0.6800947E-01 0.5549938E-01  3.687034      2.390333    
  1960.4 0.7216279E-01 0.6251647E-01  3.134078      2.360667    
  1961.1 0.7558904E-01 0.6773354E-01  2.497243      2.376667    
  1961.2 0.7447376E-01 0.6971717E-01  2.194430      2.324667    
  1961.3 0.7233507E-01 0.6749309E-01  2.170336      2.324667    
  1961.4 0.6444271E-01 0.6171891E-01  2.313954      2.475000    
  1962.1 0.5673114E-01 0.5614436E-01  3.053646      2.739000    
  1962.2 0.5218334E-01 0.5482584E-01  3.119708      2.716000    
  1962.3 0.4824967E-01 0.5539051E-01  3.186700      2.858000    
  1962.4 0.4278614E-01 0.5505923E-01  3.884888      2.803333    
  1963.1 0.4100427E-01 0.5779253E-01  4.320957      2.909000    
  1963.2 0.3870989E-01 0.5680856E-01  4.248162      2.941333    
  1963.3 0.3782707E-01 0.5493742E-01  5.217828      3.280667    
  1963.4 0.3524093E-01 0.5572673E-01  6.928707      3.499333    
  1964.1 0.3666170E-01 0.5457706E-01  6.888475      3.538000    
  1964.2 0.3966067E-01 0.5220257E-01  5.531503      3.481333    
  1964.3 0.4624038E-01 0.4989598E-01  4.458253      3.504000    
  1964.4 0.5367410E-01 0.4953597E-01  3.264675      3.685000    
  1965.1 0.6114755E-01 0.4871666E-01  2.697792      3.899667    
  1965.2 0.6363743E-01 0.4655354E-01  2.154871      3.879000    
  1965.3 0.6319838E-01 0.4351989E-01  3.003723      3.859667    
  1965.4 0.5792862E-01 0.4102298E-01  5.018732      4.158667    
  1966.1 0.4882363E-01 0.3848268E-01  5.298568      4.630667    
  1966.2 0.4315501E-01 0.3807639E-01  5.031174      4.597333    
  1966.3 0.4300428E-01 0.3750700E-01  4.650049      5.047667    
  1966.4 0.4322845E-01 0.3683286E-01  4.523519      5.246000    
  1967.1 0.4014231E-01 0.3809930E-01  5.125223      4.533667    
  1967.2 0.3607729E-01 0.3806934E-01  5.808573      3.657333    
  1967.3 0.3219351E-01 0.3784696E-01  6.244369      4.344667    
  1967.4 0.2850406E-01 0.3915978E-01  6.979595      4.787333    
  1968.1 0.2235358E-01 0.3728355E-01  7.451113      5.064667    
  1968.2 0.1845605E-01 0.3537721E-01  8.169733      5.510000    
  1968.3 0.1645906E-01 0.3510557E-01  9.097672      5.226333    
  1968.4 0.1929195E-01 0.3392130E-01  10.02269      5.580667    
  1969.1 0.1854371E-01 0.3376971E-01  10.36074      6.137667    
  1969.2 0.2404360E-01 0.3424592E-01  9.528856      6.240000    
  1969.3 0.3170574E-01 0.3590757E-01  8.806945      7.046667    
  1969.4 0.4178840E-01 0.3581941E-01  8.494145      7.317667    
  1970.1 0.5113780E-01 0.4159508E-01  7.816662      7.262667    
  1970.2 0.5882391E-01 0.4746577E-01  6.461958      6.752333    
  1970.3 0.6252034E-01 0.5169088E-01  6.065600      6.374667    
  1970.4 0.5982971E-01 0.5802797E-01  6.635697      5.358333    
  1971.1 0.5383726E-01 0.5914467E-01  7.563497      3.863333    
  1971.2 0.4743573E-01 0.5907857E-01  8.274228      4.206000    
  1971.3 0.3748913E-01 0.5983336E-01  8.937073      5.050333    
  1971.4 0.2606375E-01 0.5954344E-01  10.13145      4.234333    
  1972.1 0.2181604E-01 0.5768041E-01  10.60377      3.435333    
  1972.2 0.1697177E-01 0.5658509E-01  11.52765      3.748333    
  1972.3 0.1730692E-01 0.5584112E-01  12.33510      4.241333    
  1972.4 0.2590815E-01 0.5304486E-01  9.963830      4.851333    
  1973.1 0.3477397E-01 0.4950510E-01  8.369538      5.639667    
  1973.2 0.4642056E-01 0.4889844E-01  7.841287      6.608333    
  1973.3 0.5549474E-01 0.4793204E-01  7.442366      8.388333    
  1973.4 0.6503826E-01 0.4769321E-01  6.334330      7.461667    
  1974.1 0.7156219E-01 0.5085049E-01  5.994090      7.600333    
  1974.2 0.7438388E-01 0.5161500E-01  6.017001      8.268000    
  1974.3 0.7821134E-01 0.5583721E-01  6.370075      8.286333    
  1974.4 0.7652731E-01 0.6556479E-01  5.279178      7.336000    
  1975.1 0.7575380E-01 0.8217515E-01  4.816681      5.873333    
  1975.2 0.7414685E-01 0.8828988E-01  5.544197      5.400667    
  1975.3 0.7271473E-01 0.8467753E-01  6.916177      6.336667    
  1975.4 0.7034202E-01 0.8259670E-01  7.875190      5.684333    
  1976.1 0.6837995E-01 0.7723461E-01  8.649697      4.953333    
  1976.2 0.6748858E-01 0.7526804E-01  8.861274      5.168667    
  1976.3 0.7067034E-01 0.7700112E-01  8.115609      5.168667    
  1976.4 0.7802403E-01 0.7733424E-01  6.971492      4.698000    
  1977.1 0.8568858E-01 0.7493048E-01  5.973670      4.624000    
  1977.2 0.8915419E-01 0.7104693E-01  5.747905      4.828667    
  1977.3 0.8674336E-01 0.6864221E-01  5.955019      5.472000    
  1977.4 0.8545281E-01 0.6612385E-01  6.155100      6.137000    
  1978.1 0.8250323E-01 0.6326666E-01  6.570715      6.408000    
  1978.2 0.8131429E-01 0.5999476E-01  7.112713      6.481000    
  1978.3 0.7833807E-01 0.6021465E-01  8.301836      7.315333    
  1978.4 0.7536248E-01 0.5883992E-01  6.883684      8.680333    
  1979.1 0.7373661E-01 0.5877879E-01  6.212567      9.357667    
  1979.2 0.7466314E-01 0.5714052E-01  6.542577      9.372333    
  1979.3 0.6958772E-01 0.5868435E-01  7.219443      9.631333    
  1979.4 0.6746462E-01 0.5940129E-01  10.73011      11.80367    
  1980.1 0.6549741E-01 0.6296949E-01  10.13861      13.45867    
  1980.2 0.6181772E-01 0.7323656E-01  9.588412      10.04933    
  1980.3 0.6668908E-01 0.7680771E-01  12.51355      9.235333    
  1980.4 0.7108310E-01 0.7398623E-01  15.17984      13.70967    
  1981.1 0.7239078E-01 0.7426606E-01  13.55193      14.36900    
  1981.2 0.7997941E-01 0.7398937E-01  13.71122      14.82900    
  1981.3 0.8823191E-01 0.7417361E-01  15.04302      15.08733    
  1981.4 0.9560190E-01 0.8241053E-01  17.24072      12.02267    
  1982.1 0.1031783     0.8843563E-01  19.06451      12.89500    
  1982.2 0.1076960     0.9425762E-01  13.68858      12.35900    
  1982.3 0.1085655     0.9942961E-01  10.18210      9.705333    
  1982.4 0.1085279     0.1067659      9.635785      7.935000    
  1983.1 0.1024398     0.1039701      9.710436      8.081333    
  1983.2 0.9428468E-01 0.1010214      9.322721      8.420667    
  1983.3 0.8671391E-01 0.9360138E-01  9.438409      9.186667    
  1983.4 0.7969287E-01 0.8541760E-01  9.709114      8.793333    
  1984.1 0.7246678E-01 0.7871758E-01  9.530550      9.133333    
  1984.2 0.6746524E-01 0.7478733E-01  9.616258      9.843333    
  1984.3 0.6157429E-01 0.7451999E-01  9.803900      10.34333    
  1984.4 0.5710003E-01 0.7283015E-01  9.608837      8.973333    
  1985.1 0.6047589E-01 0.7279936E-01  9.567566      8.183333    
  1985.2 0.5658696E-01 0.7288834E-01  9.971655      7.523333    
  1985.3 0.4507132E-01 0.7210537E-01  10.95471      7.103333    
  1985.4 0.4157643E-01 0.7054201E-01  10.39000      7.146667    
  1986.1 0.4031594E-01 0.7015712E-01  9.774714      6.886667    
  1986.2 0.3925893E-01 0.7180384E-01  10.05672      6.130000    
  1986.3 0.3868557E-01 0.6991001E-01  10.71436      5.533333    
  1986.4 0.3924036E-01 0.6835172E-01  10.68392      5.340000    
  1987.1 0.4450609E-01 0.6620689E-01  9.756904      5.533333    
  1987.2 0.4808731E-01 0.6280795E-01  8.727789      5.733333    
  1987.3 0.4975660E-01 0.6014193E-01  8.371436      6.033333    
  1987.4 0.5214694E-01 0.5868976E-01  7.539303      6.003333    
  1988.1 0.5261522E-01 0.5727587E-01  7.401436      5.760000    
  1988.2 0.5263823E-01 0.5487146E-01  7.451527      6.230000    
  1988.3 0.5153864E-01 0.5492451E-01  7.549183      6.993333    
  1988.4 0.4616006E-01 0.5350265E-01  7.490684      7.703333    
  1989.1 0.4268924E-01 0.5215423E-01  7.698088      8.533333    
  1989.2 0.4517092E-01 0.5244464E-01  7.306364      8.440000    
  1989.3 0.4577915E-01 0.5277223E-01  6.278713      7.850000    
  1989.4 0.4767778E-01 0.5373561E-01  5.605631      7.633333    
  1990.1 0.5483159E-01 0.5300361E-01  5.557261      7.756667    
  1990.2 0.5225263E-01 0.5337414E-01  6.053918      7.766667    
  1990.3 0.4528037E-01 0.5687498E-01  6.835428      7.493333    
  1990.4 0.4574271E-01 0.6113686E-01  5.938890      7.023333    
  1991.1 0.4352351E-01 0.6574073E-01  5.761239      6.053333    
  1991.2 0.4427938E-01 0.6823443E-01  6.222746      5.593333    
  1991.3 0.4161305E-01 0.6853392E-01  7.353648      5.406667    
  1991.4 0.4250743E-01 0.7096660E-01  6.742327      4.583333    
  1992.1 0.4170289E-01 0.7379080E-01  7.058483      3.910000    
  1992.2 0.4443575E-01 0.7594573E-01  7.729831      3.723333    
  1992.3 0.5325919E-01 0.7626478E-01  7.699891      3.130000    
  1992.4 0.5833509E-01 0.7406133E-01  6.036794      3.076667    
  1993.1 0.6465731E-01 0.7149713E-01  4.372545      2.993333    
  1993.2 0.7087788E-01 0.7068857E-01  3.465288      2.983333    
  1993.3 0.7883422E-01 0.6799552E-01  2.884631      3.020000    
  1993.4 0.8292759E-01 0.6619143E-01  2.680901      3.080000    
  1994.1 0.9058335E-01 0.6555817E-01  1.968817      3.250000    
  1994.2 0.8668789E-01 0.6165512E-01  1.952163      4.036667    
  1994.3 0.7402858E-01 0.6001291E-01  2.808638      4.510000    
  1994.4 0.6661552E-01 0.5619378E-01  2.446043      5.283333    
  1995.1 0.5881664E-01 0.5477964E-01  3.034385      5.780000    
  1995.2 0.5289524E-01 0.5674622E-01  3.398976      5.623333    
  1995.3 0.4923229E-01 0.5658385E-01  2.679705      5.380000    
  1995.4 0.5264774E-01 0.5572015E-01  2.217076      5.270000    
  1996.1 0.5425893E-01 0.5545427E-01  2.202679      4.950000    
  1996.2 0.5515825E-01 0.5470120E-01  1.978440      5.040000    
  1996.3 0.5653028E-01 0.5259294E-01  1.848890      5.136667    
  1996.4 0.5563823E-01 0.5310254E-01  2.063598      4.970000    
  1997.1 0.5593641E-01 0.5223738E-01  2.358759      5.063333    
  1997.2 0.5147477E-01 0.4974959E-01  3.153708      5.073333    
  1997.3 0.4953403E-01 0.4858023E-01  3.860030      5.056667    
  1997.4 0.4535617E-01 0.4680572E-01  4.678767      5.086667    
  1998.1 0.4649519E-01 0.4637954E-01  5.095193      5.053333    
  1998.2 0.4719582E-01 0.4414228E-01  4.851592      4.976667    
  1998.3 0.5068359E-01 0.4528502E-01  4.715336      4.823333    
  1998.4 0.4920506E-01 0.4429607E-01  3.595274      4.253333    
  1999.1 0.5095412E-01 0.4284456E-01  4.140037      4.406667    
  1999.2 0.5193139E-01 0.4248440E-01  4.316960      4.453333    
  1999.3 0.5238632E-01 0.4243400E-01  4.422712      4.650000    
  1999.4 0.5055734E-01 0.4077788E-01  4.759143      5.043333    
  2000.1 0.4127199E-01 0.4048765E-01  6.516175      5.520000    
  2000.2 0.3893848E-01 0.3947782E-01  7.183726      5.713333    
  2000.3 0.4047535E-01 0.4030117E-01  6.743576      6.016667    
  2000.4 0.3973435E-01 0.3918419E-01  6.507009      6.016667    
  2001.1 0.3990870E-01 0.4230321E-01  6.651439      4.816667    
  2001.2 0.4217027E-01 0.4411448E-01  7.114351      3.660000    
  2001.3 0.4267768E-01 0.4819249E-01  6.864315      3.170000    
  2001.4 0.4285644E-01 0.5537421E-01  6.416173      1.906667    
  2002.1 0.4315549E-01 0.5705425E-01  6.388451      1.820000    
  2002.2 0.4220215E-01 0.5845793E-01  6.389546      1.716667    
  2002.3 0.4024467E-01 0.5732000E-01  6.526749      1.643333    
  2002.4 0.4124694E-01 0.5851777E-01  6.382931      1.333333    
  2003.1 0.4434964E-01 0.5873963E-01  5.548128      1.156667    
  2003.2 0.4849870E-01 0.6152488E-01  4.888333      1.043333    
  2003.3 0.5378415E-01 0.6107130E-01  4.778888     0.9300000    
  2003.4 0.5503798E-01 0.5820932E-01  4.977595     0.9166667    
  2004.1 0.5157209E-01 0.5687648E-01  5.627149     0.9166667    
  2004.2 0.4859249E-01 0.5595400E-01  5.969109      1.076667    
  2004.3 0.4176570E-01 0.5440757E-01  6.331419      1.486667    
  2004.4 0.3655837E-01 0.5396538E-01  6.661626      2.006667    
  2005.1 0.3547158E-01 0.5292068E-01  6.221598      2.536667    
  2005.2 0.3426641E-01 0.5115378E-01  6.305262      2.863333    
  2005.3 0.3141430E-01 0.4975337E-01  6.589180      3.360000    
  2005.4 0.3086706E-01 0.4964352E-01  6.377717      3.826667    
  2006.1 0.3293593E-01 0.4731667E-01  5.821258      4.393333    
  2006.2 0.3623523E-01 0.4666969E-01  5.400818      4.703333    
  2006.3 0.3791787E-01 0.4655398E-01  5.313736      4.906667    
  2006.4 0.4222988E-01 0.4466963E-01  4.363017      4.903333    
  2007.1 0.4235486E-01 0.4536088E-01  4.696464      4.983333    
  2007.2 0.4458504E-01 0.4507805E-01  5.383216      4.736667    
  2007.3 0.4217512E-01 0.4670151E-01  5.649860      4.303333    
  2007.4 0.3825917E-01 0.4813029E-01  5.897647      3.390000    
  2008.1 0.3945052E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.4212855E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.4297105E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.4914509E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6056125E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.6141416E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.5785764E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.6152330E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.6255740E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.6350046E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.6675526E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.6861300E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.6601717E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.7237926E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.7692885E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8167050E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8088528E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8020293E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.7608259E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7086149E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.6908892E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.6630635E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.6756645E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.6465886E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.6750349E-01 0.7353172E-01 0.9991143     0.2222305    
  2014.2 0.7555729E-01 0.7371212E-01  0.000000     0.2267692    
  2014.3 0.7184788E-01 0.7344075E-01  0.000000     0.2727381    
  2014.4 0.6532965E-01 0.7270034E-01  2.110146     0.3896289    
  2015.1 0.6154192E-01 0.7163268E-01  3.060733     0.5446822    
  2015.2 0.6021775E-01 0.7041296E-01  2.487941     0.7056998    
  2015.3 0.6190473E-01 0.6919799E-01  2.869640     0.8622789    
  2015.4 0.6131051E-01 0.6810526E-01  4.356626      1.011500    
  2016.1 0.6319017E-01 0.6720077E-01  4.498285      1.148466    
  2016.2 0.6747814E-01 0.6650839E-01  3.246174      1.268463    
  2016.3 0.7102674E-01 0.6602361E-01  2.469044      1.370028    
  2016.4 0.7119894E-01 0.6572500E-01  2.674279      1.454232    
  2017.1 0.7299321E-01 0.6557762E-01  3.631533      1.523254    
  2017.2 0.7641781E-01 0.6554472E-01  3.506059      1.579320    
  2017.3 0.7756238E-01 0.6559437E-01  2.899127      1.624370    
  2017.4 0.7800145E-01 0.6569973E-01  2.786471      1.660170    
  2018.1 0.8417584E-01 0.6583532E-01  2.421882      1.688692    
  2018.2 0.8015697E-01 0.6598118E-01  2.791670      1.711782    
  2018.3 0.7067358E-01 0.6612472E-01  3.714362      1.730742    
  2018.4 0.6809582E-01 0.6625905E-01  2.975556      1.746369    
  2019.1 0.6680967E-01 0.6637441E-01  2.586027      1.759767    
  2019.2 0.6666100E-01 0.6646188E-01  2.657714      1.772234    
  2019.3 0.6675971E-01 0.6651811E-01  2.680805      1.784603    
  2019.4 0.6623464E-01 0.6654506E-01  2.660090      1.797049    
  2020.1 0.6250389E-01 0.6654177E-01  2.559882      1.809908    
  2020.2 0.5952394E-01 0.6650849E-01  2.915397      1.823601    
  2020.3 0.5837573E-01 0.6644969E-01  3.155588      1.838160    
  2020.4 0.5948076E-01 0.6637212E-01  3.098453      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.412262290338E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     122 IER= 4 F=  0.382241103392E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.46345728292E-07 -0.11707974586E-06 -0.56183147612E-07

X VALUES

  0.48985844220E+00  0.89353445934E+00  0.28769733498E-01

MEAN OF DEPENDENT VARIABLE   749999.228243598

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.489858442       0.017964451   27.26821
  2       1.100000000       0.893534459       0.071081432   12.57057
  3      -0.100000000       0.028769733       0.069057743    0.41660

SE of equation          =      0.013688429
Sum of squared residuals =  0.382241103E-01   0.114668788    
Sum of ABS residuals     =   1.02627694    
R squared                =    1.00000
Durbin-Watson statistic  =    2.00000

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.268988339641E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     134 IER= 4 F=  0.150430318275E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.88193704465E-08  0.19352199082E-06  0.24253868684E-06

X VALUES

  0.62340617629E+00  0.88161763023E+00  0.25901965991E-01

MEAN OF DEPENDENT VARIABLE   749999.226341879

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.623406176       0.015541395   40.11263
  2       1.100000000       0.881617630       0.070606847   12.48629
  3      -0.100000000       0.025901966       0.064488661    0.40165

SE of equation          =      0.008587220
Sum of squared residuals =  0.150430318E-01  -0.827464257E-01
Sum of ABS residuals     =  0.675136253    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96120

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.585557886797E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      85 IER= 4 F=  0.551360550201E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.76086409159E-07  0.21118019723E-06 -0.22813333073E-07

X VALUES

  0.49624196564E+00  0.11400896758E+01 -0.20725983434E+00

MEAN OF DEPENDENT VARIABLE   749999.262835207

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.496241966       0.026051173   19.04874
  2       1.100000000       1.140089676       0.074651787   15.27210
  3      -0.100000000      -0.207259834       0.072430634   -2.86149

SE of equation          =      0.016946001
Sum of squared residuals =  0.551360550E-01   0.246116003    
Sum of ABS residuals     =   1.17269923    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98391

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.446757842624E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      90 IER= 4 F=  0.411094423697E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.47281677340E-05 -0.30510956937E-05 -0.22773089693E-05

X VALUES

  0.49673170205E+00  0.12722300360E+01 -0.29335307085E+00

MEAN OF DEPENDENT VARIABLE   749999.250408382

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.496731702       0.011545678   43.02317
  2       1.100000000       1.272230036       0.067157952   18.94385
  3      -0.100000000      -0.293353071       0.065704779   -4.46471

SE of equation          =      0.014195664
Sum of squared residuals =  0.411094424E-01  -0.431412130    
Sum of ABS residuals     =   1.23651916    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98878

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.400153607912E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      82 IER= 4 F=  0.400029993751E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.18867226490E-03 -0.43326923474E-04 -0.45526017887E-04

X VALUES

  0.50080995656E+00  0.13110180912E+01 -0.34572517663E+00

MEAN OF DEPENDENT VARIABLE   749999.258851423

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.500809957       0.310941808    1.61062
  2       1.100000000       1.311018091       1.823534658    0.71894
  3      -0.100000000      -0.345725177       1.746397793   -0.19796

SE of equation          =      0.442824044
Sum of squared residuals =   40.0029994        6.70557728    
Sum of ABS residuals     =   8.47574095    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96951

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.785562301693E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.783505492785E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.11213016761E-05 -0.49557311314E-06  0.49140752951E-06

X VALUES

  0.38774809324E+00  0.86281487426E+00  0.86528072669E-01

MEAN OF DEPENDENT VARIABLE   749999.210708910

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.387748093       0.318325794    1.21809
  2       1.100000000       0.862814874       0.413709956    2.08556
  3      -0.100000000       0.086528073       0.420388231    0.20583

SE of equation          =      0.195977376
Sum of squared residuals =   7.83505493        3.08564449    
Sum of ABS residuals     =   6.48134142    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97311

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.506058869987E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.472808579564E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.27379049765E-07  0.91034582716E-06  0.10626615708E-05

X VALUES

  0.70910957538E+00  0.11687492704E+01 -0.17918515159E+00

MEAN OF DEPENDENT VARIABLE   749999.408606060

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.709109575       0.071639756    9.89827
  2       1.100000000       1.168749270       0.083754557   13.95446
  3      -0.100000000      -0.179185152       0.083627813   -2.14265

SE of equation          =      0.053693381
Sum of squared residuals =  0.472808580        1.24447035    
Sum of ABS residuals     =   3.94787515    
R squared                =    1.00000
Durbin-Watson statistic  =    1.80553

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.391882894059E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     107 IER= 4 F=  0.310120930952E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.65589956144E-06 -0.66255042442E-06 -0.52458832995E-06

X VALUES

  0.63876855403E+00  0.12011541234E+01 -0.56413178173E+00

MEAN OF DEPENDENT VARIABLE   749999.280544979

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.638768554       0.041977500   15.21693
  2       1.100000000       1.201154123       0.087169557   13.77951
  3      -0.100000000      -0.564131782       0.087071535   -6.47895

SE of equation          =      0.038989750
Sum of squared residuals =  0.310120931        1.46249612    
Sum of ABS residuals     =   3.75160844    
R squared                =    1.00000
Durbin-Watson statistic  =    1.60845

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.646271882138E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      91 IER= 4 F=  0.571657322159E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.74074761937E-06 -0.10475247405E-05 -0.34213832552E-06

X VALUES

  0.69638387807E+00  0.82606234406E+00  0.35414962962E-01

MEAN OF DEPENDENT VARIABLE   749999.263043888

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.696383878       0.096838554    7.19118
  2       1.100000000       0.826062344       0.081775376   10.10160
  3      -0.100000000       0.035414963       0.084540628    0.41891

SE of equation          =      0.059039947
Sum of squared residuals =  0.571657322       0.667550352    
Sum of ABS residuals     =   3.65073603    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95533

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.396280083412E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.322190173527E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.36765166248E-06 -0.83868483670E-05 -0.74040030471E-05

X VALUES

 -0.20396423499E-01  0.99409970222E+00 -0.75075793237E-01

MEAN OF DEPENDENT VARIABLE   749999.223736787

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000      -0.020396423       0.106929834   -0.19075
  2       1.100000000       0.994099702       0.078182567   12.71511
  3      -0.100000000      -0.075075793       0.079039948   -0.94985

SE of equation          =      0.045445810
Sum of squared residuals =  0.322190174       0.178574377    
Sum of ABS residuals     =   3.02166666    
R squared                =    1.00000
Durbin-Watson statistic  =    1.87219

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.369483854984E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.297570880315E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.18298166898E-05  0.43701663324E-05  0.22772155926E-05

X VALUES

  0.51363475848E+00  0.12346162616E+01 -0.51739299531E+00

MEAN OF DEPENDENT VARIABLE   749999.271794722

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.513634758       0.049158725   10.44850
  2       1.100000000       1.234616262       0.079672484   15.49614
  3      -0.100000000      -0.517392995       0.078621092   -6.58084

SE of equation          =      0.038192680
Sum of squared residuals =  0.297570880        1.06615452    
Sum of ABS residuals     =   3.88929042    
R squared                =    1.00000
Durbin-Watson statistic  =    1.80715

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.905864971315E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.853925762714E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.20085891179E-11  0.17934983769E-11

X VALUES

  0.12436599318E+01 -0.34820240676E+00

MEAN OF DEPENDENT VARIABLE   749999.260907678

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.243659932       0.131194032    9.47955
  2      -0.100000000      -0.348202407       0.127218742   -2.73704

SE of equation          =      0.027131953
Sum of squared residuals =  0.853925763E-01   0.611129577    
Sum of ABS residuals     =   1.35051290    
R squared                =    1.00000
Durbin-Watson statistic  =    1.51629

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.328292374057E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.320361001445E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.27348570992E-11  0.00000000000E+00

X VALUES

  0.11163703283E+01 -0.19559919136E+00

MEAN OF DEPENDENT VARIABLE   749999.257906512

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.116370328       0.094416669   11.82387
  2      -0.100000000      -0.195599191       0.092200959   -2.12144

SE of equation          =      0.039628236
Sum of squared residuals =  0.320361001        1.92673179    
Sum of ABS residuals     =   3.45151811    
R squared                =    1.00000
Durbin-Watson statistic  =    1.76011

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5004950E-01 0.5234225E-01  1.024169      1.083667    
  1954.2 0.6003629E-01 0.5783462E-01  0.000000     0.8143333    
  1954.3 0.6563047E-01 0.5970489E-01  0.000000     0.8696667    
  1954.4 0.6530522E-01 0.5361334E-01 0.4258573      1.036333    
  1955.1 0.6542454E-01 0.4710636E-01 0.2303457      1.256333    
  1955.2 0.6563241E-01 0.4380454E-01 0.1043223      1.614333    
  1955.3 0.5911517E-01 0.4109694E-01 0.2892999      1.861333    
  1955.4 0.5085149E-01 0.4208878E-01 0.8336462      2.349333    
  1956.1 0.4549014E-01 0.4031458E-01  1.530360      2.379333    
  1956.2 0.3569059E-01 0.4190614E-01  3.220006      2.596667    
  1956.3 0.2917626E-01 0.4128671E-01  4.627787      2.596667    
  1956.4 0.2079228E-01 0.4100540E-01  6.078171      3.063667    
  1957.1 0.2007813E-01 0.3946671E-01  6.251249      3.171667    
  1957.2 0.2209777E-01 0.4062513E-01  6.506003      3.157000    
  1957.3 0.2779758E-01 0.4207225E-01  6.521830      3.382333    
  1957.4 0.2970033E-01 0.4923487E-01  6.923463      3.343333    
  1958.1 0.3581800E-01 0.6275076E-01  6.241111      1.838000    
  1958.2 0.3856465E-01 0.7359928E-01  5.676958      1.017667    
  1958.3 0.4290036E-01 0.7309055E-01  5.295461      1.710667    
  1958.4 0.5047035E-01 0.6352766E-01  4.534733      2.787667    
  1959.1 0.5731795E-01 0.5798631E-01  2.657195      2.800333    
  1959.2 0.6287463E-01 0.5104500E-01 0.7551868      3.019333    
  1959.3 0.8264949E-01 0.5287044E-01  0.000000      3.533000    
  1959.4 0.9337712E-01 0.5592834E-01  0.000000      4.299333    
  1960.1 0.9247906E-01 0.5159512E-01 0.2015539      3.943000    
  1960.2 0.8826612E-01 0.5225835E-01 0.4647677      3.092333    
  1960.3 0.8170876E-01 0.5549938E-01 0.9346960      2.390333    
  1960.4 0.7253490E-01 0.6251647E-01  1.702899      2.360667    
  1961.1 0.6596486E-01 0.6773354E-01  2.541776      2.376667    
  1961.2 0.6075813E-01 0.6971717E-01  2.507103      2.324667    
  1961.3 0.5485678E-01 0.6749309E-01  2.652306      2.324667    
  1961.4 0.4624737E-01 0.6171891E-01  3.700280      2.475000    
  1962.1 0.3952730E-01 0.5614436E-01  4.234495      2.739000    
  1962.2 0.3805353E-01 0.5482584E-01  4.397743      2.716000    
  1962.3 0.3509718E-01 0.5539051E-01  4.564544      2.858000    
  1962.4 0.3376720E-01 0.5505923E-01  4.691357      2.803333    
  1963.1 0.3489000E-01 0.5779253E-01  4.394715      2.909000    
  1963.2 0.3211232E-01 0.5680856E-01  5.172559      2.941333    
  1963.3 0.2819765E-01 0.5493742E-01  6.487043      3.280667    
  1963.4 0.3341224E-01 0.5572673E-01  4.320182      3.499333    
  1964.1 0.3495743E-01 0.5457706E-01  3.854056      3.538000    
  1964.2 0.3820841E-01 0.5220257E-01  5.136778      3.481333    
  1964.3 0.4944233E-01 0.4989598E-01  5.825989      3.504000    
  1964.4 0.5535657E-01 0.4953597E-01  4.520754      3.685000    
  1965.1 0.6453774E-01 0.4871666E-01  2.792345      3.899667    
  1965.2 0.7202197E-01 0.4655354E-01  1.873621      3.879000    
  1965.3 0.7851741E-01 0.4351989E-01  1.634233      3.859667    
  1965.4 0.7837758E-01 0.4102298E-01  2.090798      4.158667    
  1966.1 0.7290984E-01 0.3848268E-01  2.508894      4.630667    
  1966.2 0.7209657E-01 0.3807639E-01  2.027604      4.597333    
  1966.3 0.6777180E-01 0.3750700E-01  1.336138      5.047667    
  1966.4 0.6410058E-01 0.3683286E-01  1.461117      5.246000    
  1967.1 0.5711814E-01 0.3809930E-01  2.620828      4.533667    
  1967.2 0.4968821E-01 0.3806934E-01  3.660855      3.657333    
  1967.3 0.4229823E-01 0.3784696E-01  4.336718      4.344667    
  1967.4 0.3525372E-01 0.3915978E-01  5.370130      4.787333    
  1968.1 0.2517384E-01 0.3728355E-01  6.307048      5.064667    
  1968.2 0.1863502E-01 0.3537721E-01  6.868602      5.510000    
  1968.3 0.1619088E-01 0.3510557E-01  7.089341      5.226333    
  1968.4 0.1764783E-01 0.3392130E-01  7.550505      5.580667    
  1969.1 0.1601191E-01 0.3376971E-01  7.703068      6.137667    
  1969.2 0.1501604E-01 0.3424592E-01  7.912018      6.240000    
  1969.3 0.1784007E-01 0.3590757E-01  8.026437      7.046667    
  1969.4 0.2648466E-01 0.3581941E-01  7.608051      7.317667    
  1970.1 0.3444927E-01 0.4159508E-01  7.207486      7.262667    
  1970.2 0.4931686E-01 0.4746577E-01  4.456013      6.752333    
  1970.3 0.4973202E-01 0.5169088E-01  3.313101      6.374667    
  1970.4 0.4407690E-01 0.5802797E-01  5.779454      5.358333    
  1971.1 0.3466596E-01 0.5914467E-01  7.885463      3.863333    
  1971.2 0.2907282E-01 0.5907857E-01  8.483029      4.206000    
  1971.3 0.2377152E-01 0.5983336E-01  8.668967      5.050333    
  1971.4 0.1831914E-01 0.5954344E-01  9.449297      4.234333    
  1972.1 0.1755531E-01 0.5768041E-01  9.455180      3.435333    
  1972.2 0.2031114E-01 0.5658509E-01  9.677655      3.748333    
  1972.3 0.2140140E-01 0.5584112E-01  9.957461      4.241333    
  1972.4 0.2269806E-01 0.5304486E-01  10.00676      4.851333    
  1973.1 0.2730731E-01 0.4950510E-01  9.642643      5.639667    
  1973.2 0.3400231E-01 0.4889844E-01  9.045875      6.608333    
  1973.3 0.3861063E-01 0.4793204E-01  8.668392      8.388333    
  1973.4 0.4480906E-01 0.4769321E-01  7.964498      7.461667    
  1974.1 0.4815615E-01 0.5085049E-01  8.334524      7.600333    
  1974.2 0.5239697E-01 0.5161500E-01  8.599198      8.268000    
  1974.3 0.5283807E-01 0.5583721E-01  8.895513      8.286333    
  1974.4 0.5094122E-01 0.6556479E-01  9.069838      7.336000    
  1975.1 0.4812305E-01 0.8217515E-01  9.626324      5.873333    
  1975.2 0.4842471E-01 0.8828988E-01  9.728411      5.400667    
  1975.3 0.4870860E-01 0.8467753E-01  9.941847      6.336667    
  1975.4 0.4696879E-01 0.8259670E-01  9.865035      5.684333    
  1976.1 0.4871398E-01 0.7723461E-01  9.930562      4.953333    
  1976.2 0.4999387E-01 0.7526804E-01  10.05850      5.168667    
  1976.3 0.5453135E-01 0.7700112E-01  10.10208      5.168667    
  1976.4 0.5432005E-01 0.7733424E-01  8.758595      4.698000    
  1977.1 0.5929663E-01 0.7493048E-01  8.296960      4.624000    
  1977.2 0.6170610E-01 0.7104693E-01  8.212313      4.828667    
  1977.3 0.6383680E-01 0.6864221E-01  8.915289      5.472000    
  1977.4 0.6322965E-01 0.6612385E-01  10.19366      6.137000    
  1978.1 0.6518434E-01 0.6326666E-01  9.954188      6.408000    
  1978.2 0.6711478E-01 0.5999476E-01  8.839403      6.481000    
  1978.3 0.6926117E-01 0.6021465E-01  8.031466      7.315333    
  1978.4 0.6833546E-01 0.5883992E-01  7.989139      8.680333    
  1979.1 0.6960581E-01 0.5877879E-01  8.420181      9.357667    
  1979.2 0.6845180E-01 0.5714052E-01  8.407968      9.372333    
  1979.3 0.6869932E-01 0.5868435E-01  8.251996      9.631333    
  1979.4 0.6872531E-01 0.5940129E-01  10.93936      11.80367    
  1980.1 0.6326001E-01 0.6296949E-01  9.701928      13.45867    
  1980.2 0.5980548E-01 0.7323656E-01  9.478557      10.04933    
  1980.3 0.5898065E-01 0.7680771E-01  11.69316      9.235333    
  1980.4 0.5803371E-01 0.7398623E-01  13.69119      13.70967    
  1981.1 0.5696211E-01 0.7426606E-01  13.29233      14.36900    
  1981.2 0.6008499E-01 0.7398937E-01  13.74371      14.82900    
  1981.3 0.6765868E-01 0.7417361E-01  13.60842      15.08733    
  1981.4 0.7286163E-01 0.8241053E-01  14.37726      12.02267    
  1982.1 0.7914929E-01 0.8843563E-01  16.37429      12.89500    
  1982.2 0.8452644E-01 0.9425762E-01  12.90488      12.35900    
  1982.3 0.8853009E-01 0.9942961E-01  10.17499      9.705333    
  1982.4 0.9267948E-01 0.1067659      9.146843      7.935000    
  1983.1 0.9466771E-01 0.1039701      9.653477      8.081333    
  1983.2 0.9210381E-01 0.1010214      9.919754      8.420667    
  1983.3 0.8960783E-01 0.9360138E-01  9.009130      9.186667    
  1983.4 0.9124237E-01 0.8541760E-01  7.832004      8.793333    
  1984.1 0.9342120E-01 0.7871758E-01  6.611205      9.133333    
  1984.2 0.9331954E-01 0.7478733E-01  6.305003      9.843333    
  1984.3 0.8865509E-01 0.7451999E-01  6.411905      10.34333    
  1984.4 0.8249848E-01 0.7283015E-01  6.319066      8.973333    
  1985.1 0.7403623E-01 0.7279936E-01  6.978910      8.183333    
  1985.2 0.6764717E-01 0.7288834E-01  7.740153      7.523333    
  1985.3 0.6201248E-01 0.7210537E-01  8.111435      7.103333    
  1985.4 0.5867211E-01 0.7054201E-01  8.247036      7.146667    
  1986.1 0.5644922E-01 0.7015712E-01  8.561271      6.886667    
  1986.2 0.5380577E-01 0.7180384E-01  9.354992      6.130000    
  1986.3 0.5531530E-01 0.6991001E-01  10.30800      5.533333    
  1986.4 0.5362829E-01 0.6835172E-01  9.361455      5.340000    
  1987.1 0.5378177E-01 0.6620689E-01  8.823946      5.533333    
  1987.2 0.5611871E-01 0.6280795E-01  8.338104      5.733333    
  1987.3 0.5395169E-01 0.6014193E-01  9.115907      6.033333    
  1987.4 0.5249080E-01 0.5868976E-01  8.564038      6.003333    
  1988.1 0.5221740E-01 0.5727587E-01  8.610172      5.760000    
  1988.2 0.5416642E-01 0.5487146E-01  8.232739      6.230000    
  1988.3 0.5592569E-01 0.5492451E-01  7.598458      6.993333    
  1988.4 0.5579771E-01 0.5350265E-01  7.104844      7.703333    
  1989.1 0.5538864E-01 0.5215423E-01  6.906243      8.533333    
  1989.2 0.5117282E-01 0.5244464E-01  6.965668      8.440000    
  1989.3 0.5000557E-01 0.5277223E-01  6.675740      7.850000    
  1989.4 0.4647508E-01 0.5373561E-01  6.088682      7.633333    
  1990.1 0.4049581E-01 0.5300361E-01  6.283025      7.756667    
  1990.2 0.3487193E-01 0.5337414E-01  7.208044      7.766667    
  1990.3 0.3332139E-01 0.5687498E-01  8.127867      7.493333    
  1990.4 0.3524558E-01 0.6113686E-01  8.805591      7.023333    
  1991.1 0.3770077E-01 0.6574073E-01  8.425588      6.053333    
  1991.2 0.4309858E-01 0.6823443E-01  7.204344      5.593333    
  1991.3 0.4885669E-01 0.6853392E-01  6.227453      5.406667    
  1991.4 0.5139801E-01 0.7096660E-01  5.956835      4.583333    
  1992.1 0.5413494E-01 0.7379080E-01  6.061629      3.910000    
  1992.2 0.5658989E-01 0.7594573E-01  6.274416      3.723333    
  1992.3 0.5768367E-01 0.7626478E-01  6.502516      3.130000    
  1992.4 0.6037280E-01 0.7406133E-01  7.019499      3.076667    
  1993.1 0.5932461E-01 0.7149713E-01  7.452848      2.993333    
  1993.2 0.6026881E-01 0.7068857E-01  7.027643      2.983333    
  1993.3 0.6215945E-01 0.6799552E-01  6.437375      3.020000    
  1993.4 0.6271561E-01 0.6619143E-01  6.259012      3.080000    
  1994.1 0.6394366E-01 0.6555817E-01  6.009993      3.250000    
  1994.2 0.7008068E-01 0.6165512E-01  4.918526      4.036667    
  1994.3 0.7255800E-01 0.6001291E-01  3.511766      4.510000    
  1994.4 0.7468897E-01 0.5619378E-01  2.892886      5.283333    
  1995.1 0.7495335E-01 0.5477964E-01  3.353987      5.780000    
  1995.2 0.7878210E-01 0.5674622E-01  1.430167      5.623333    
  1995.3 0.7169458E-01 0.5658385E-01 0.5371170      5.380000    
  1995.4 0.6040388E-01 0.5572015E-01  2.941580      5.270000    
  1996.1 0.4845642E-01 0.5545427E-01  5.578676      4.950000    
  1996.2 0.4249915E-01 0.5470120E-01  6.539647      5.040000    
  1996.3 0.3718457E-01 0.5259294E-01  6.484788      5.136667    
  1996.4 0.3265460E-01 0.5310254E-01  6.693965      4.970000    
  1997.1 0.3263807E-01 0.5223738E-01  7.639207      5.063333    
  1997.2 0.3425556E-01 0.4974959E-01  8.292626      5.073333    
  1997.3 0.4273170E-01 0.4858023E-01  8.391094      5.056667    
  1997.4 0.4781174E-01 0.4680572E-01  6.736859      5.086667    
  1998.1 0.5377565E-01 0.4637954E-01  5.536868      5.053333    
  1998.2 0.5669551E-01 0.4414228E-01  5.148014      4.976667    
  1998.3 0.6132114E-01 0.4528502E-01  4.819458      4.823333    
  1998.4 0.6212170E-01 0.4429607E-01  3.974215      4.253333    
  1999.1 0.6080898E-01 0.4284456E-01  4.056260      4.406667    
  1999.2 0.5987438E-01 0.4248440E-01  4.599475      4.453333    
  1999.3 0.5846591E-01 0.4243400E-01  4.865230      4.650000    
  1999.4 0.5727345E-01 0.4077788E-01  4.821576      5.043333    
  2000.1 0.5216114E-01 0.4048765E-01  5.311990      5.520000    
  2000.2 0.5487038E-01 0.3947782E-01  5.114246      5.713333    
  2000.3 0.5826651E-01 0.4030117E-01  4.006993      6.016667    
  2000.4 0.5874772E-01 0.3918419E-01  3.329065      6.016667    
  2001.1 0.5883378E-01 0.4230321E-01  3.342525      4.816667    
  2001.2 0.5624784E-01 0.4411448E-01  4.112410      3.660000    
  2001.3 0.5290506E-01 0.4819249E-01  4.594898      3.170000    
  2001.4 0.5276133E-01 0.5537421E-01  4.191724      1.906667    
  2002.1 0.5232354E-01 0.5705425E-01  4.723190      1.820000    
  2002.2 0.5270818E-01 0.5845793E-01  5.232063      1.716667    
  2002.3 0.4913623E-01 0.5732000E-01  6.693119      1.643333    
  2002.4 0.4577881E-01 0.5851777E-01  5.963728      1.333333    
  2003.1 0.4531833E-01 0.5873963E-01  5.287949      1.156667    
  2003.2 0.4430015E-01 0.6152488E-01  5.340734      1.043333    
  2003.3 0.4669019E-01 0.6107130E-01  5.486520     0.9300000    
  2003.4 0.4583127E-01 0.5820932E-01  5.082331     0.9166667    
  2004.1 0.4452188E-01 0.5687648E-01  4.733385     0.9166667    
  2004.2 0.4514294E-01 0.5595400E-01  4.715421      1.076667    
  2004.3 0.4555435E-01 0.5440757E-01  4.876102      1.486667    
  2004.4 0.4737121E-01 0.5396538E-01  5.047267      2.006667    
  2005.1 0.5223339E-01 0.5292068E-01  4.381818      2.536667    
  2005.2 0.5478233E-01 0.5115378E-01  3.913041      2.863333    
  2005.3 0.5655407E-01 0.4975337E-01  3.272754      3.360000    
  2005.4 0.5622433E-01 0.4964352E-01  3.022462      3.826667    
  2006.1 0.5366142E-01 0.4731667E-01  3.174812      4.393333    
  2006.2 0.5826998E-01 0.4666969E-01  2.857425      4.703333    
  2006.3 0.6065019E-01 0.4655398E-01  2.064834      4.906667    
  2006.4 0.6300803E-01 0.4466963E-01  1.428099      4.903333    
  2007.1 0.6741276E-01 0.4536088E-01  1.201238      4.983333    
  2007.2 0.6514871E-01 0.4507805E-01  1.843880      4.736667    
  2007.3 0.6052861E-01 0.4670151E-01  3.027434      4.303333    
  2007.4 0.5575647E-01 0.4813029E-01  3.488870      3.390000    
  2008.1 0.5476690E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5510071E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5615658E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5973078E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6561327E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7362128E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.7938021E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8186292E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8600757E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8759310E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9090960E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9106738E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.8805855E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.8850996E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.8601941E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8374569E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8011770E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8021459E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8422014E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8867148E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9148510E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9245993E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9185741E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.8900114E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8774272E-01 0.7353172E-01 0.2393404     0.2222305    
  2014.2 0.8695541E-01 0.7371212E-01  0.000000     0.2267692    
  2014.3 0.8614110E-01 0.7344075E-01  0.000000     0.2727381    
  2014.4 0.8406277E-01 0.7270034E-01 0.2469250     0.3896289    
  2015.1 0.8583355E-01 0.7163268E-01  0.000000     0.5446822    
  2015.2 0.8763989E-01 0.7041296E-01  0.000000     0.7056998    
  2015.3 0.8933735E-01 0.6919799E-01  0.000000     0.8622789    
  2015.4 0.8786813E-01 0.6810526E-01  0.000000      1.011500    
  2016.1 0.8535056E-01 0.6720077E-01 0.6572347E-01  1.148466    
  2016.2 0.8684434E-01 0.6650839E-01  0.000000      1.268463    
  2016.3 0.8751052E-01 0.6602361E-01 0.1373209      1.370028    
  2016.4 0.8741737E-01 0.6572500E-01 0.4615890      1.454232    
  2017.1 0.8990731E-01 0.6557762E-01 0.2960862      1.523254    
  2017.2 0.8627314E-01 0.6554472E-01 0.8982786      1.579320    
  2017.3 0.8403851E-01 0.6559437E-01  1.546640      1.624370    
  2017.4 0.8081574E-01 0.6569973E-01  2.280267      1.660170    
  2018.1 0.8154169E-01 0.6583532E-01  1.691847      1.688692    
  2018.2 0.8461477E-01 0.6598118E-01 0.8963823      1.711782    
  2018.3 0.8242700E-01 0.6612472E-01 0.5280824      1.730742    
  2018.4 0.7988359E-01 0.6625905E-01 0.4419781      1.746369    
  2019.1 0.8421569E-01 0.6637441E-01 0.3491355      1.759767    
  2019.2 0.7754165E-01 0.6646188E-01  1.212395      1.772234    
  2019.3 0.6542817E-01 0.6651811E-01  2.531698      1.784603    
  2019.4 0.6013744E-01 0.6654506E-01  2.182257      1.797049    
  2020.1 0.6023348E-01 0.6654177E-01  1.327895      1.809908    
  2020.2 0.5807824E-01 0.6650849E-01  1.872529      1.823601    
  2020.3 0.5424028E-01 0.6644969E-01  2.987907      1.838160    
  2020.4 0.5962319E-01 0.6637212E-01 0.8148769      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.217177534792E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     125 IER= 4 F=  0.181809086358E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.23850562886E-06  0.59026629605E-07  0.11798473724E-06

X VALUES

  0.54133423715E+00  0.93555250242E+00 -0.84321323315E-01

MEAN OF DEPENDENT VARIABLE   749999.219344067

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.541334237       0.017813645   30.38874
  2       1.100000000       0.935552502       0.070195277   13.32786
  3      -0.100000000      -0.084321323       0.064200491   -1.31341

SE of equation          =      0.009440450
Sum of squared residuals =  0.181809086E-01   0.213917525    
Sum of ABS residuals     =  0.757570360    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92034

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.297676802258E-01

TERMINATION. ITERS=    9 FUNCTION EVALS=     151 IER= 4 F=  0.137774589568E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.13900511136E-06 -0.76713889043E-07 -0.15277139545E-06

X VALUES

  0.73320655550E+00  0.77466402805E+00  0.11889982113E+00

MEAN OF DEPENDENT VARIABLE   749999.223743406

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.733206555       0.019993483   36.67228
  2       1.100000000       0.774664028       0.070295535   11.02010
  3      -0.100000000       0.118899821       0.063861504    1.86184

SE of equation          =      0.008218063
Sum of squared residuals =  0.137774590E-01  -0.334914504E-01
Sum of ABS residuals     =  0.637737220    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91671

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.484730363217E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      89 IER= 4 F=  0.447997208880E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.15217632243E-04  0.85766850013E-06  0.66809372255E-06

X VALUES

  0.50897921200E+00  0.10461463638E+01 -0.11762980032E+00

MEAN OF DEPENDENT VARIABLE   749999.269138591

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.508979212       0.027638918   18.41531
  2       1.100000000       1.046146364       0.073461059   14.24083
  3      -0.100000000      -0.117629800       0.071534842   -1.64437

SE of equation          =      0.015275205
Sum of squared residuals =  0.447997209E-01   0.202297683    
Sum of ABS residuals     =   1.04373101    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99946

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.559499045429E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     111 IER= 4 F=  0.428930203552E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.17372168955E-06  0.36249221437E-06  0.36488049370E-06

X VALUES

  0.48347153117E+00  0.14734932839E+01 -0.50397505416E+00

MEAN OF DEPENDENT VARIABLE   749999.233758477

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.483471531       0.011086261   43.60997
  2       1.100000000       1.473493284       0.060066835   24.53090
  3      -0.100000000      -0.503975054       0.059025043   -8.53833

SE of equation          =      0.014500342
Sum of squared residuals =  0.428930204E-01  -0.411391869    
Sum of ABS residuals     =   1.22073898    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97123

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.324197339804E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     106 IER= 4 F=  0.324005535085E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.99881736129E-05 -0.14298490575E-03 -0.15503252227E-03

X VALUES

  0.58356619516E+00  0.10815496875E+01 -0.15341866332E+00

MEAN OF DEPENDENT VARIABLE   749999.266926799

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.583566195       0.663294105    0.87980
  2       1.100000000       1.081549687       2.212149245    0.48891
  3      -0.100000000      -0.153418663       2.037684855   -0.07529

SE of equation          =      0.398530103
Sum of squared residuals =   32.4005535        6.45124127    
Sum of ABS residuals     =   7.75330988    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96251

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.765126210427E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      86 IER= 3 F=  0.761871380592E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.73282125646E-07 -0.39478188794E-07 -0.27664624568E-07

X VALUES

  0.44559132684E+00  0.74828190304E+00  0.10081034105E+00

MEAN OF DEPENDENT VARIABLE   749999.213480072

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.445591327       0.303834423    1.46656
  2       1.100000000       0.748281903       0.456635345    1.63869
  3      -0.100000000       0.100810341       0.450158299    0.22394

SE of equation          =      0.193252778
Sum of squared residuals =   7.61871381        3.23816408    
Sum of ABS residuals     =   6.35877229    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96444

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.774777908805E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 3 F=  0.713506808806E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.56828201844E-08  0.32414803039E-07  0.34722595013E-07

X VALUES

  0.88637009429E+00  0.97978676333E+00  0.12118176253E-01

MEAN OF DEPENDENT VARIABLE   749999.427909934

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.886370094       0.101668076    8.71827
  2       1.100000000       0.979786763       0.090143504   10.86919
  3      -0.100000000       0.012118176       0.089817171    0.13492

SE of equation          =      0.065959467
Sum of squared residuals =  0.713506809        1.38772202    
Sum of ABS residuals     =   5.01136881    
R squared                =    1.00000
Durbin-Watson statistic  =    1.79854

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.365799405085E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     110 IER= 4 F=  0.320853024503E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.22803015744E-06 -0.17030301845E-05  0.16481117147E-05

X VALUES

  0.55932977313E+00  0.73055991750E+00 -0.10103366313E+00

MEAN OF DEPENDENT VARIABLE   749999.278618006

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.559329773       0.040077452   13.95622
  2       1.100000000       0.730559918       0.095575720    7.64378
  3      -0.100000000      -0.101033663       0.095718344   -1.05553

SE of equation          =      0.039658655
Sum of squared residuals =  0.320853025        1.39825553    
Sum of ABS residuals     =   3.87504822    
R squared                =    1.00000
Durbin-Watson statistic  =    1.66256

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.740120045131E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      80 IER= 4 F=  0.672066305740E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.15397725795E-05  0.14446469277E-05 -0.37059909769E-05

X VALUES

  0.57666959741E+00  0.80862447531E+00  0.82063351654E-01

MEAN OF DEPENDENT VARIABLE   749999.282525764

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.576669597       0.148702347    3.87801
  2       1.100000000       0.808624475       0.081511623    9.92036
  3      -0.100000000       0.082063352       0.081729898    1.00408

SE of equation          =      0.064015352
Sum of squared residuals =  0.672066306       0.628567096    
Sum of ABS residuals     =   4.40470576    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95707

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.208881505644E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     101 IER= 4 F=  0.196641518061E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10840024237E-06 -0.23226298363E-06 -0.14092411458E-06

X VALUES

  0.37446999199E+00  0.99761132485E+00 -0.34977294486E-01

MEAN OF DEPENDENT VARIABLE   749999.317419671

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.374469992       0.074126691    5.05176
  2       1.100000000       0.997611325       0.071890783   13.87676
  3      -0.100000000      -0.034977294       0.071841902   -0.48686

SE of equation          =      0.035503839
Sum of squared residuals =  0.196641518       0.987149406    
Sum of ABS residuals     =   2.62994805    
R squared                =    1.00000
Durbin-Watson statistic  =    1.73945

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.420008195133E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     109 IER= 4 F=  0.332919766515E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.99353954478E-05  0.14400575836E-05  0.10755482351E-05

X VALUES

  0.48731044424E+00  0.76645794455E+00 -0.34715334766E+00

MEAN OF DEPENDENT VARIABLE   749999.278698783

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.487310444       0.031355474   15.54148
  2       1.100000000       0.766457945       0.088744703    8.63666
  3      -0.100000000      -0.347153348       0.084704282   -4.09842

SE of equation          =      0.040397520
Sum of squared residuals =  0.332919767        1.14052739    
Sum of ABS residuals     =   3.95685703    
R squared                =    1.00000
Durbin-Watson statistic  =    1.62897

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.895770669238E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      43 IER= 3 F=  0.810141269840E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.36148249359E-11 -0.32670372350E-11

X VALUES

  0.95978284246E+00 -0.25486923122E+00

MEAN OF DEPENDENT VARIABLE   749999.260860972

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.959782842       0.129233936    7.42671
  2      -0.100000000      -0.254869231       0.130414581   -1.95430

SE of equation          =      0.026427214
Sum of squared residuals =  0.810141270E-01    1.02747105    
Sum of ABS residuals     =   1.46368001    
R squared                =    1.00000
Durbin-Watson statistic  =    1.30703

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.279075179399E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.261741206438E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.18954123959E-11  0.33285629079E-10

X VALUES

  0.87861329838E+00  0.16677212589E-01

MEAN OF DEPENDENT VARIABLE   749999.259085690

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.878613298       0.091179212    9.63611
  2      -0.100000000       0.016677213       0.087558759    0.19047

SE of equation          =      0.035819619
Sum of squared residuals =  0.261741206        1.69157049    
Sum of ABS residuals     =   3.36072056    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68725

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5266883E-01 0.5234225E-01 0.3978245      1.083667    
  1954.2 0.6264403E-01 0.5783462E-01  0.000000     0.8143333    
  1954.3 0.6647693E-01 0.5970489E-01  0.000000     0.8696667    
  1954.4 0.6905510E-01 0.5361334E-01  0.000000      1.036333    
  1955.1 0.6640800E-01 0.4710636E-01 0.2147122      1.256333    
  1955.2 0.6593798E-01 0.4380454E-01 0.4571269      1.614333    
  1955.3 0.6437890E-01 0.4109694E-01 0.8637765      1.861333    
  1955.4 0.6327160E-01 0.4208878E-01  1.449983      2.349333    
  1956.1 0.6951651E-01 0.4031458E-01  1.229136      2.379333    
  1956.2 0.6552987E-01 0.4190614E-01  1.554755      2.596667    
  1956.3 0.5305803E-01 0.4128671E-01  2.878282      2.596667    
  1956.4 0.4509172E-01 0.4100540E-01  2.960138      3.063667    
  1957.1 0.3833134E-01 0.3946671E-01  3.106921      3.171667    
  1957.2 0.3286644E-01 0.4062513E-01  3.962196      3.157000    
  1957.3 0.2902746E-01 0.4207225E-01  4.814457      3.382333    
  1957.4 0.2914079E-01 0.4923487E-01  4.591092      3.343333    
  1958.1 0.2704139E-01 0.6275076E-01  4.769449      1.838000    
  1958.2 0.3019896E-01 0.7359928E-01  4.669349      1.017667    
  1958.3 0.3127273E-01 0.7309055E-01  3.992240      1.710667    
  1958.4 0.3543916E-01 0.6352766E-01  3.465178      2.787667    
  1959.1 0.3686691E-01 0.5798631E-01  4.150256      2.800333    
  1959.2 0.3872720E-01 0.5104500E-01  4.745214      3.019333    
  1959.3 0.5189273E-01 0.5287044E-01  3.778080      3.533000    
  1959.4 0.5363820E-01 0.5592834E-01  3.374138      4.299333    
  1960.1 0.5582438E-01 0.5159512E-01  3.415183      3.943000    
  1960.2 0.5596566E-01 0.5225835E-01  3.815106      3.092333    
  1960.3 0.5538523E-01 0.5549938E-01  3.987181      2.390333    
  1960.4 0.5507084E-01 0.6251647E-01  3.989820      2.360667    
  1961.1 0.5634569E-01 0.6773354E-01  4.024831      2.376667    
  1961.2 0.6696508E-01 0.6971717E-01  1.298980      2.324667    
  1961.3 0.6227899E-01 0.6749309E-01 0.1606641      2.324667    
  1961.4 0.5029390E-01 0.6171891E-01  3.070647      2.475000    
  1962.1 0.3863841E-01 0.5614436E-01  5.972409      2.739000    
  1962.2 0.3154868E-01 0.5482584E-01  6.272483      2.716000    
  1962.3 0.2663137E-01 0.5539051E-01  5.186300      2.858000    
  1962.4 0.3172020E-01 0.5505923E-01  4.889550      2.803333    
  1963.1 0.3115517E-01 0.5779253E-01  5.301442      2.909000    
  1963.2 0.3185792E-01 0.5680856E-01  5.528602      2.941333    
  1963.3 0.3278840E-01 0.5493742E-01  5.429864      3.280667    
  1963.4 0.3443147E-01 0.5572673E-01  5.466800      3.499333    
  1964.1 0.3728202E-01 0.5457706E-01  5.124821      3.538000    
  1964.2 0.4159516E-01 0.5220257E-01  4.457000      3.481333    
  1964.3 0.4341613E-01 0.4989598E-01  4.060672      3.504000    
  1964.4 0.4701846E-01 0.4953597E-01  3.574868      3.685000    
  1965.1 0.5201404E-01 0.4871666E-01  3.611013      3.899667    
  1965.2 0.5458042E-01 0.4655354E-01  3.426270      3.879000    
  1965.3 0.5237257E-01 0.4351989E-01  3.530991      3.859667    
  1965.4 0.4915771E-01 0.4102298E-01  4.323383      4.158667    
  1966.1 0.4469503E-01 0.3848268E-01  5.246159      4.630667    
  1966.2 0.4338449E-01 0.3807639E-01  5.700777      4.597333    
  1966.3 0.4117988E-01 0.3750700E-01  6.959474      5.047667    
  1966.4 0.4011275E-01 0.3683286E-01  5.891968      5.246000    
  1967.1 0.4125080E-01 0.3809930E-01  4.761594      4.533667    
  1967.2 0.4495969E-01 0.3806934E-01  4.644759      3.657333    
  1967.3 0.5080644E-01 0.3784696E-01  3.955469      4.344667    
  1967.4 0.5183885E-01 0.3915978E-01  3.893128      4.787333    
  1968.1 0.5265106E-01 0.3728355E-01  4.049153      5.064667    
  1968.2 0.4930604E-01 0.3537721E-01  4.293548      5.510000    
  1968.3 0.4795517E-01 0.3510557E-01  4.436189      5.226333    
  1968.4 0.4568418E-01 0.3392130E-01  4.414921      5.580667    
  1969.1 0.4068958E-01 0.3376971E-01  4.716945      6.137667    
  1969.2 0.3799326E-01 0.3424592E-01  5.383710      6.240000    
  1969.3 0.3648738E-01 0.3590757E-01  6.263855      7.046667    
  1969.4 0.3818197E-01 0.3581941E-01  7.172016      7.317667    
  1970.1 0.3624712E-01 0.4159508E-01  7.342061      7.262667    
  1970.2 0.4315503E-01 0.4746577E-01  6.371420      6.752333    
  1970.3 0.4798436E-01 0.5169088E-01  5.150907      6.374667    
  1970.4 0.5282102E-01 0.5802797E-01  4.708082      5.358333    
  1971.1 0.5643133E-01 0.5914467E-01  5.450311      3.863333    
  1971.2 0.5987118E-01 0.5907857E-01  5.792576      4.206000    
  1971.3 0.6014208E-01 0.5983336E-01  5.605064      5.050333    
  1971.4 0.5946321E-01 0.5954344E-01  5.894318      4.234333    
  1972.1 0.5683238E-01 0.5768041E-01  6.127964      3.435333    
  1972.2 0.6079578E-01 0.5658509E-01  5.794933      3.748333    
  1972.3 0.6216607E-01 0.5584112E-01  5.097179      4.241333    
  1972.4 0.6358753E-01 0.5304486E-01  4.965869      4.851333    
  1973.1 0.6304764E-01 0.4950510E-01  5.295978      5.639667    
  1973.2 0.6743290E-01 0.4889844E-01  5.161540      6.608333    
  1973.3 0.6972226E-01 0.4793204E-01  4.517221      8.388333    
  1973.4 0.7195366E-01 0.4769321E-01  4.313523      7.461667    
  1974.1 0.7041967E-01 0.5085049E-01  5.181983      7.600333    
  1974.2 0.6922343E-01 0.5161500E-01  5.744660      8.268000    
  1974.3 0.6686190E-01 0.5583721E-01  6.340920      8.286333    
  1974.4 0.6411721E-01 0.6556479E-01  6.612116      7.336000    
  1975.1 0.6075785E-01 0.8217515E-01  6.787336      5.873333    
  1975.2 0.6339371E-01 0.8828988E-01  6.431616      5.400667    
  1975.3 0.6389998E-01 0.8467753E-01  6.048837      6.336667    
  1975.4 0.6433095E-01 0.8259670E-01  5.828239      5.684333    
  1976.1 0.6196016E-01 0.7723461E-01  6.048810      4.953333    
  1976.2 0.6086615E-01 0.7526804E-01  6.621119      5.168667    
  1976.3 0.5767996E-01 0.7700112E-01  7.276288      5.168667    
  1976.4 0.5655868E-01 0.7733424E-01  7.487006      4.698000    
  1977.1 0.5324282E-01 0.7493048E-01  8.337919      4.624000    
  1977.2 0.5258539E-01 0.7104693E-01  8.975852      4.828667    
  1977.3 0.4821968E-01 0.6864221E-01  10.12406      5.472000    
  1977.4 0.4574284E-01 0.6612385E-01  10.04771      6.137000    
  1978.1 0.5059164E-01 0.6326666E-01  9.222920      6.408000    
  1978.2 0.4980953E-01 0.5999476E-01  9.391725      6.481000    
  1978.3 0.4888474E-01 0.6021465E-01  10.22050      7.315333    
  1978.4 0.4722470E-01 0.5883992E-01  10.27344      8.680333    
  1979.1 0.4773401E-01 0.5877879E-01  10.08033      9.357667    
  1979.2 0.5491092E-01 0.5714052E-01  9.133932      9.372333    
  1979.3 0.5833511E-01 0.5868435E-01  8.200701      9.631333    
  1979.4 0.6479323E-01 0.5940129E-01  8.505650      11.80367    
  1980.1 0.6456258E-01 0.6296949E-01  9.049220      13.45867    
  1980.2 0.6335053E-01 0.7323656E-01  8.899552      10.04933    
  1980.3 0.6310814E-01 0.7680771E-01  9.462398      9.235333    
  1980.4 0.5913153E-01 0.7398623E-01  13.09871      13.70967    
  1981.1 0.6015508E-01 0.7426606E-01  14.88461      14.36900    
  1981.2 0.6399733E-01 0.7398937E-01  15.71316      14.82900    
  1981.3 0.7247890E-01 0.7417361E-01  14.86565      15.08733    
  1981.4 0.8067415E-01 0.8241053E-01  13.05461      12.02267    
  1982.1 0.8580762E-01 0.8843563E-01  14.78005      12.89500    
  1982.2 0.9065278E-01 0.9425762E-01  14.00083      12.35900    
  1982.3 0.9382949E-01 0.9942961E-01  11.78498      9.705333    
  1982.4 0.9471755E-01 0.1067659      10.65154      7.935000    
  1983.1 0.9241492E-01 0.1039701      9.879898      8.081333    
  1983.2 0.9080674E-01 0.1010214      9.375317      8.420667    
  1983.3 0.8219775E-01 0.9360138E-01  9.027762      9.186667    
  1983.4 0.7482032E-01 0.8541760E-01  8.709793      8.793333    
  1984.1 0.6885787E-01 0.7871758E-01  8.816410      9.133333    
  1984.2 0.6222072E-01 0.7478733E-01  9.395275      9.843333    
  1984.3 0.5638610E-01 0.7451999E-01  9.846891      10.34333    
  1984.4 0.5124052E-01 0.7283015E-01  9.945697      8.973333    
  1985.1 0.4639035E-01 0.7279936E-01  10.31403      8.183333    
  1985.2 0.4462380E-01 0.7288834E-01  10.60804      7.523333    
  1985.3 0.4287297E-01 0.7210537E-01  10.63064      7.103333    
  1985.4 0.4312488E-01 0.7054201E-01  10.52561      7.146667    
  1986.1 0.4386158E-01 0.7015712E-01  9.499630      6.886667    
  1986.2 0.4297248E-01 0.7180384E-01  9.225121      6.130000    
  1986.3 0.3856967E-01 0.6991001E-01  9.785871      5.533333    
  1986.4 0.3456281E-01 0.6835172E-01  9.902797      5.340000    
  1987.1 0.3527480E-01 0.6620689E-01  9.451956      5.533333    
  1987.2 0.3457993E-01 0.6280795E-01  8.903704      5.733333    
  1987.3 0.3311750E-01 0.6014193E-01  8.813760      6.033333    
  1987.4 0.3346534E-01 0.5868976E-01  8.154332      6.003333    
  1988.1 0.3666977E-01 0.5727587E-01  7.258261      5.760000    
  1988.2 0.4069933E-01 0.5487146E-01  6.643356      6.230000    
  1988.3 0.4427349E-01 0.5492451E-01  5.770514      6.993333    
  1988.4 0.4282616E-01 0.5350265E-01  5.321093      7.703333    
  1989.1 0.4981047E-01 0.5215423E-01  5.164886      8.533333    
  1989.2 0.4598526E-01 0.5244464E-01  5.786407      8.440000    
  1989.3 0.3504307E-01 0.5277223E-01  6.716568      7.850000    
  1989.4 0.3286795E-01 0.5373561E-01  5.806208      7.633333    
  1990.1 0.2854685E-01 0.5300361E-01  6.559967      7.756667    
  1990.2 0.2707937E-01 0.5337414E-01  7.149604      7.766667    
  1990.3 0.2959702E-01 0.5687498E-01  6.994057      7.493333    
  1990.4 0.3417547E-01 0.6113686E-01  6.686681      7.023333    
  1991.1 0.3782351E-01 0.6574073E-01  6.701604      6.053333    
  1991.2 0.4044575E-01 0.6823443E-01  6.384288      5.593333    
  1991.3 0.4300200E-01 0.6853392E-01  5.034724      5.406667    
  1991.4 0.5190163E-01 0.7096660E-01  3.977658      4.583333    
  1992.1 0.5979409E-01 0.7379080E-01  3.658906      3.910000    
  1992.2 0.6023390E-01 0.7594573E-01  4.047660      3.723333    
  1992.3 0.5821172E-01 0.7626478E-01  4.916664      3.130000    
  1992.4 0.5562110E-01 0.7406133E-01  5.143790      3.076667    
  1993.1 0.6072097E-01 0.7149713E-01  4.394893      2.993333    
  1993.2 0.6510334E-01 0.7068857E-01  3.270121      2.983333    
  1993.3 0.6762561E-01 0.6799552E-01  2.523593      3.020000    
  1993.4 0.7159338E-01 0.6619143E-01  1.814627      3.080000    
  1994.1 0.7412219E-01 0.6555817E-01  1.490316      3.250000    
  1994.2 0.7332063E-01 0.6165512E-01  1.484231      4.036667    
  1994.3 0.7459084E-01 0.6001291E-01  1.248575      4.510000    
  1994.4 0.7246644E-01 0.5619378E-01 0.8402316      5.283333    
  1995.1 0.6686721E-01 0.5477964E-01  1.659724      5.780000    
  1995.2 0.6004520E-01 0.5674622E-01  2.736499      5.623333    
  1995.3 0.5772730E-01 0.5658385E-01  3.450283      5.380000    
  1995.4 0.5230461E-01 0.5572015E-01  2.661514      5.270000    
  1996.1 0.4958010E-01 0.5545427E-01  3.102599      4.950000    
  1996.2 0.5028255E-01 0.5470120E-01  3.895177      5.040000    
  1996.3 0.5212018E-01 0.5259294E-01  3.988214      5.136667    
  1996.4 0.5217178E-01 0.5310254E-01  3.793060      4.970000    
  1997.1 0.5401768E-01 0.5223738E-01  3.309670      5.063333    
  1997.2 0.5441626E-01 0.4974959E-01  2.727839      5.073333    
  1997.3 0.5704413E-01 0.4858023E-01  3.033059      5.056667    
  1997.4 0.5788372E-01 0.4680572E-01  3.292715      5.086667    
  1998.1 0.6000079E-01 0.4637954E-01  3.419310      5.053333    
  1998.2 0.6142090E-01 0.4414228E-01  2.746066      4.976667    
  1998.3 0.6504610E-01 0.4528502E-01  2.133066      4.823333    
  1998.4 0.6791067E-01 0.4429607E-01  1.000521      4.253333    
  1999.1 0.6858460E-01 0.4284456E-01  2.091510      4.406667    
  1999.2 0.7322747E-01 0.4248440E-01 0.8109863      4.453333    
  1999.3 0.6625817E-01 0.4243400E-01 0.7448811E-01  4.650000    
  1999.4 0.5547897E-01 0.4077788E-01  2.502071      5.043333    
  2000.1 0.4255633E-01 0.4048765E-01  5.055643      5.520000    
  2000.2 0.3680686E-01 0.3947782E-01  5.210458      5.713333    
  2000.3 0.3896250E-01 0.4030117E-01  5.229827      6.016667    
  2000.4 0.3965132E-01 0.3918419E-01  6.426855      6.016667    
  2001.1 0.3990235E-01 0.4230321E-01  6.833962      4.816667    
  2001.2 0.4209892E-01 0.4411448E-01  6.444709      3.660000    
  2001.3 0.4584341E-01 0.4819249E-01  6.235100      3.170000    
  2001.4 0.4861013E-01 0.5537421E-01  6.359151      1.906667    
  2002.1 0.4599961E-01 0.5705425E-01  6.774035      1.820000    
  2002.2 0.4373169E-01 0.5845793E-01  7.085992      1.716667    
  2002.3 0.4145142E-01 0.5732000E-01  7.637864      1.643333    
  2002.4 0.4201819E-01 0.5851777E-01  8.681525      1.333333    
  2003.1 0.4145281E-01 0.5873963E-01  9.367522      1.156667    
  2003.2 0.4520901E-01 0.6152488E-01  8.940326      1.043333    
  2003.3 0.4536360E-01 0.6107130E-01  8.585429     0.9300000    
  2003.4 0.4381975E-01 0.5820932E-01  8.569810     0.9166667    
  2004.1 0.4415956E-01 0.5687648E-01  8.930541     0.9166667    
  2004.2 0.4639835E-01 0.5595400E-01  8.678334      1.076667    
  2004.3 0.4064513E-01 0.5440757E-01  9.384879      1.486667    
  2004.4 0.4273423E-01 0.5396538E-01  8.691165      2.006667    
  2005.1 0.4750509E-01 0.5292068E-01  7.807920      2.536667    
  2005.2 0.5111258E-01 0.5115378E-01  7.448474      2.863333    
  2005.3 0.5344337E-01 0.4975337E-01  7.315091      3.360000    
  2005.4 0.5644580E-01 0.4964352E-01  6.841210      3.826667    
  2006.1 0.5758494E-01 0.4731667E-01  7.299044      4.393333    
  2006.2 0.5829606E-01 0.4666969E-01  7.556741      4.703333    
  2006.3 0.6141118E-01 0.4655398E-01  6.652996      4.906667    
  2006.4 0.6839886E-01 0.4466963E-01  5.181325      4.903333    
  2007.1 0.7674363E-01 0.4536088E-01  2.999964      4.983333    
  2007.2 0.8040300E-01 0.4507805E-01  1.321992      4.736667    
  2007.3 0.8210443E-01 0.4670151E-01 0.7318514      4.303333    
  2007.4 0.8420474E-01 0.4813029E-01  0.000000      3.390000    
  2008.1 0.7883857E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.8021955E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.8101564E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.8557000E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8903679E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9457515E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9806224E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9817839E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9617727E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9562698E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9684322E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9493207E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9171894E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9036082E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.8835485E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9022121E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9243278E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9262247E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9527008E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9735409E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9658307E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9855560E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9828682E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9430639E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.9090590E-01 0.7353172E-01 0.5079483     0.2222305    
  2014.2 0.8810855E-01 0.7371212E-01 0.3345655     0.2267692    
  2014.3 0.8768267E-01 0.7344075E-01 0.9912520     0.2727381    
  2014.4 0.8529159E-01 0.7270034E-01  2.411088     0.3896289    
  2015.1 0.8366232E-01 0.7163268E-01  2.936718     0.5446822    
  2015.2 0.8707510E-01 0.7041296E-01 0.4546289     0.7056998    
  2015.3 0.8003297E-01 0.6919799E-01  0.000000     0.8622789    
  2015.4 0.6998387E-01 0.6810526E-01  2.671725      1.011500    
  2016.1 0.6052197E-01 0.6720077E-01  4.076459      1.148466    
  2016.2 0.5557680E-01 0.6650839E-01  4.264613      1.268463    
  2016.3 0.5468506E-01 0.6602361E-01  4.135060      1.370028    
  2016.4 0.5730405E-01 0.6572500E-01  4.045138      1.454232    
  2017.1 0.5791457E-01 0.6557762E-01  3.931802      1.523254    
  2017.2 0.6001045E-01 0.6554472E-01  4.078091      1.579320    
  2017.3 0.6368839E-01 0.6559437E-01  3.993294      1.624370    
  2017.4 0.6887044E-01 0.6569973E-01  3.603785      1.660170    
  2018.1 0.7643337E-01 0.6583532E-01  2.556138      1.688692    
  2018.2 0.7931060E-01 0.6598118E-01  2.487915      1.711782    
  2018.3 0.7813460E-01 0.6612472E-01  3.082753      1.730742    
  2018.4 0.8469206E-01 0.6625905E-01 0.7050566      1.746369    
  2019.1 0.8997729E-01 0.6637441E-01  0.000000      1.759767    
  2019.2 0.9029698E-01 0.6646188E-01  1.190885      1.772234    
  2019.3 0.9140192E-01 0.6651811E-01  1.967610      1.784603    
  2019.4 0.9000928E-01 0.6654506E-01  2.401192      1.797049    
  2020.1 0.9194398E-01 0.6654177E-01  1.706935      1.809908    
  2020.2 0.9180711E-01 0.6650849E-01  1.231390      1.823601    
  2020.3 0.9349133E-01 0.6644969E-01  1.030515      1.838160    
  2020.4 0.9175983E-01 0.6637212E-01 0.6504845      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.222097437251E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     144 IER= 4 F=  0.197070886500E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.13984260463E-06  0.42475599326E-07  0.25637285776E-07

X VALUES

  0.56308222209E+00  0.12900461095E+01 -0.33209782059E+00

MEAN OF DEPENDENT VARIABLE   749999.227808848

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.563082222       0.020538351   27.41614
  2       1.100000000       1.290046110       0.068042416   18.95944
  3      -0.100000000      -0.332097821       0.065969965   -5.03408

SE of equation          =      0.009828702
Sum of squared residuals =  0.197070886E-01   0.156632346    
Sum of ABS residuals     =  0.747447798    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99853

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.216332711538E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     138 IER= 4 F=  0.121035246146E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.69482408028E-07  0.16464220169E-05  0.18292496760E-05

X VALUES

  0.66309260833E+00  0.11329139201E+01 -0.18785691808E+00

MEAN OF DEPENDENT VARIABLE   749999.231023309

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.663092608       0.017729899   37.39968
  2       1.100000000       1.132913920       0.070914780   15.97571
  3      -0.100000000      -0.187856918       0.066069601   -2.84332

SE of equation          =      0.007702662
Sum of squared residuals =  0.121035246E-01  -0.755289952E-01
Sum of ABS residuals     =  0.607054731    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99472

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.478623128552E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     107 IER= 4 F=  0.444598724040E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.72743296320E-07 -0.18055924506E-05 -0.17867593447E-05

X VALUES

  0.53684575489E+00  0.11424337443E+01 -0.19484897811E+00

MEAN OF DEPENDENT VARIABLE   749999.274207631

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.536845755       0.032813385   16.36057
  2       1.100000000       1.142433744       0.071234000   16.03776
  3      -0.100000000      -0.194848978       0.069432172   -2.80632

SE of equation          =      0.015217156
Sum of squared residuals =  0.444598724E-01   0.169117872    
Sum of ABS residuals     =   1.04961164    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97168

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.446538281430E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.383949334524E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.66297455928E-06  0.12139046235E-04  0.12268415135E-04

X VALUES

  0.52897704481E+00  0.13558909467E+01 -0.37654398878E+00

MEAN OF DEPENDENT VARIABLE   749999.253954832

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.528977045       0.021234858   24.91079
  2       1.100000000       1.355890947       0.065148456   20.81233
  3      -0.100000000      -0.376543989       0.063514322   -5.92849

SE of equation          =      0.013718982
Sum of squared residuals =  0.383949335E-01  -0.278351755    
Sum of ABS residuals     =   1.15925333    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99647

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.701029907356E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     111 IER= 3 F=  0.700839447338E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.20752852318E-07  0.10161534261E-06  0.10111146423E-06

X VALUES

  0.55808456666E+00  0.12600439825E+01 -0.30428300780E+00

MEAN OF DEPENDENT VARIABLE   749999.272470469

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.558084567       0.396676684    1.40690
  2       1.100000000       1.260043982       2.934477873    0.42939
  3      -0.100000000      -0.304283008       2.761334083   -0.11019

SE of equation          =      0.586130317
Sum of squared residuals =   70.0839447        9.03883171    
Sum of ABS residuals     =   10.4988152    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96691

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.404905279955E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      88 IER= 3 F=  0.401693924586E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.88662307535E-07  0.11864486464E-06  0.95744558277E-07

X VALUES

  0.58452359555E+00  0.73621312601E+00  0.19587418512E+00

MEAN OF DEPENDENT VARIABLE   749999.211612416

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.584523596       0.229129360    2.55106
  2       1.100000000       0.736213126       0.291735780    2.52356
  3      -0.100000000       0.195874185       0.289812934    0.67586

SE of equation          =      0.140324191
Sum of squared residuals =   4.01693925        2.64770829    
Sum of ABS residuals     =   6.12840984    
R squared                =    1.00000
Durbin-Watson statistic  =    1.90632

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.761185428537E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      79 IER= 4 F=  0.642977793806E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.32885863828E-04  0.24817394440E-04  0.17571752039E-04

X VALUES

  0.90126783137E+00  0.11557365741E+01 -0.18614544007E+00

MEAN OF DEPENDENT VARIABLE   749999.379545944

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.901267831       0.087410239   10.31078
  2       1.100000000       1.155736574       0.081793781   14.12988
  3      -0.100000000      -0.186145440       0.080903889   -2.30082

SE of equation          =      0.062614665
Sum of squared residuals =  0.642977794        1.03819960    
Sum of ABS residuals     =   4.68444785    
R squared                =    1.00000
Durbin-Watson statistic  =    1.86985

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.424206096124E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      79 IER= 4 F=  0.385233121317E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.43741988569E-04  0.32365783084E-06  0.10788866328E-05

X VALUES

  0.57712418167E+00  0.81763922631E+00 -0.68011436929E-01

MEAN OF DEPENDENT VARIABLE   749999.296115004

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.577124182       0.047353012   12.18770
  2       1.100000000       0.817639226       0.106516727    7.67616
  3      -0.100000000      -0.068011437       0.103261169   -0.65864

SE of equation          =      0.043455698
Sum of squared residuals =  0.385233121        1.15017319    
Sum of ABS residuals     =   4.21681436    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72320

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.906061587182E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.827493617732E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.61634994827E-06 -0.70725257368E-05 -0.79045123177E-05

X VALUES

  0.85084626853E+00  0.95561367600E+00 -0.14684448553E-01

MEAN OF DEPENDENT VARIABLE   749999.223171609

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.850846269       0.143752158    5.91884
  2       1.100000000       0.955613676       0.080983177   11.80015
  3      -0.100000000      -0.014684449       0.080481879   -0.18246

SE of equation          =      0.071033040
Sum of squared residuals =  0.827493618      -0.277529378    
Sum of ABS residuals     =   4.47389774    
R squared                =    1.00000
Durbin-Watson statistic  =    1.80232

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.362016067083E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.318176152723E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.13738545327E-07 -0.15381919151E-06  0.21631952976E-07

X VALUES

  0.18836990675E+00  0.96442959264E+00 -0.51990833673E-01

MEAN OF DEPENDENT VARIABLE   749999.263404388

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.188369907       0.101164038    1.86202
  2       1.100000000       0.964429593       0.093723565   10.29015
  3      -0.100000000      -0.051990834       0.092136935   -0.56428

SE of equation          =      0.045161828
Sum of squared residuals =  0.318176153        1.06259669    
Sum of ABS residuals     =   3.01865820    
R squared                =    1.00000
Durbin-Watson statistic  =    1.78731

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.490495614635E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     108 IER= 4 F=  0.402725509877E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.13676448030E-05  0.30508052734E-06  0.39578407021E-06

X VALUES

  0.52432600258E+00  0.93038938845E+00 -0.36613436004E+00

MEAN OF DEPENDENT VARIABLE   749999.293913487

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.524326003       0.033544125   15.63093
  2       1.100000000       0.930389388       0.089132317   10.43829
  3      -0.100000000      -0.366134360       0.087321075   -4.19297

SE of equation          =      0.044431348
Sum of squared residuals =  0.402725510        1.37376039    
Sum of ABS residuals     =   4.49296555    
R squared                =    1.00000
Durbin-Watson statistic  =    1.73549

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.723409610728E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      41 IER= 3 F=  0.699524653319E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.24341710393E-10 -0.24906591898E-10

X VALUES

  0.11801562133E+01 -0.28416861733E+00

MEAN OF DEPENDENT VARIABLE   749999.274714049

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.180156213       0.150031793    7.86604
  2      -0.100000000      -0.284168617       0.149752688   -1.89759

SE of equation          =      0.024556842
Sum of squared residuals =  0.699524653E-01   0.709158502    
Sum of ABS residuals     =   1.25707268    
R squared                =    1.00000
Durbin-Watson statistic  =    1.42689

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.425322816401E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.414959264708E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.68621277343E-10  0.65147018361E-10

X VALUES

  0.12174690685E+01 -0.24284577405E+00

MEAN OF DEPENDENT VARIABLE   749999.339426725

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.217469068       0.080927656   15.04392
  2      -0.100000000      -0.242845774       0.080992290   -2.99838

SE of equation          =      0.045101153
Sum of squared residuals =  0.414959265        1.82140062    
Sum of ABS residuals     =   4.34759465    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68825

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5027287E-01 0.5234225E-01 0.7789740      1.083667    
  1954.2 0.5758059E-01 0.5783462E-01  0.000000     0.8143333    
  1954.3 0.5969026E-01 0.5970489E-01 0.3123323     0.8696667    
  1954.4 0.5659291E-01 0.5361334E-01  1.238009      1.036333    
  1955.1 0.5797740E-01 0.4710636E-01  1.669618      1.256333    
  1955.2 0.5010066E-01 0.4380454E-01  2.573600      1.614333    
  1955.3 0.3214580E-01 0.4109694E-01  4.329299      1.861333    
  1955.4 0.2278369E-01 0.4208878E-01  4.722748      2.349333    
  1956.1 0.1376985E-01 0.4031458E-01  4.992531      2.379333    
  1956.2 0.4077611E-02 0.4190614E-01  6.339652      2.596667    
  1956.3 0.6528481E-03 0.4128671E-01  7.566446      2.596667    
  1956.4 0.3358079E-02 0.4100540E-01  7.571009      3.063667    
  1957.1 0.4167695E-02 0.3946671E-01  7.635226      3.171667    
  1957.2 0.8723002E-02 0.4062513E-01  7.864559      3.157000    
  1957.3 0.7154214E-02 0.4207225E-01  9.359360      3.382333    
  1957.4 0.1226495E-01 0.4923487E-01  9.006789      3.343333    
  1958.1 0.1970315E-01 0.6275076E-01  8.051982      1.838000    
  1958.2 0.2802248E-01 0.7359928E-01  6.940186      1.017667    
  1958.3 0.3321371E-01 0.7309055E-01  6.089344      1.710667    
  1958.4 0.4115547E-01 0.6352766E-01  4.871724      2.787667    
  1959.1 0.4333842E-01 0.5798631E-01  4.581235      2.800333    
  1959.2 0.4678269E-01 0.5104500E-01  4.600252      3.019333    
  1959.3 0.6571210E-01 0.5287044E-01  3.323061      3.533000    
  1959.4 0.7553336E-01 0.5592834E-01  2.401981      4.299333    
  1960.1 0.8040213E-01 0.5159512E-01  1.548246      3.943000    
  1960.2 0.7928563E-01 0.5225835E-01  1.773000      3.092333    
  1960.3 0.7631053E-01 0.5549938E-01  2.630493      2.390333    
  1960.4 0.7159575E-01 0.6251647E-01  3.638405      2.360667    
  1961.1 0.6708874E-01 0.6773354E-01  4.482854      2.376667    
  1961.2 0.6136677E-01 0.6971717E-01  4.530596      2.324667    
  1961.3 0.5711001E-01 0.6749309E-01  4.159042      2.324667    
  1961.4 0.5746204E-01 0.6171891E-01  4.028982      2.475000    
  1962.1 0.6728355E-01 0.5614436E-01  3.245875      2.739000    
  1962.2 0.6927063E-01 0.5482584E-01  2.966510      2.716000    
  1962.3 0.6148990E-01 0.5539051E-01  3.609122      2.858000    
  1962.4 0.5851729E-01 0.5505923E-01  3.131644      2.803333    
  1963.1 0.5679318E-01 0.5779253E-01  3.015967      2.909000    
  1963.2 0.5446615E-01 0.5680856E-01  2.877161      2.941333    
  1963.3 0.5424166E-01 0.5493742E-01  2.809906      3.280667    
  1963.4 0.5501062E-01 0.5572673E-01  1.937725      3.499333    
  1964.1 0.5377171E-01 0.5457706E-01  1.709466      3.538000    
  1964.2 0.5013585E-01 0.5220257E-01  2.016001      3.481333    
  1964.3 0.4885587E-01 0.4989598E-01  3.285699      3.504000    
  1964.4 0.4514033E-01 0.4953597E-01  5.209391      3.685000    
  1965.1 0.4491513E-01 0.4871666E-01  5.659637      3.899667    
  1965.2 0.4406974E-01 0.4655354E-01  5.025834      3.879000    
  1965.3 0.3957637E-01 0.4351989E-01  5.104772      3.859667    
  1965.4 0.3522170E-01 0.4102298E-01  6.167638      4.158667    
  1966.1 0.3049296E-01 0.3848268E-01  7.732650      4.630667    
  1966.2 0.2795800E-01 0.3807639E-01  7.835063      4.597333    
  1966.3 0.2650277E-01 0.3750700E-01  6.777381      5.047667    
  1966.4 0.3335381E-01 0.3683286E-01  6.344782      5.246000    
  1967.1 0.4120792E-01 0.3809930E-01  6.304513      4.533667    
  1967.2 0.4105308E-01 0.3806934E-01  6.847576      3.657333    
  1967.3 0.3449525E-01 0.3784696E-01  7.610819      4.344667    
  1967.4 0.3469615E-01 0.3915978E-01  6.913805      4.787333    
  1968.1 0.3263569E-01 0.3728355E-01  6.603781      5.064667    
  1968.2 0.3021148E-01 0.3537721E-01  6.623392      5.510000    
  1968.3 0.3070953E-01 0.3510557E-01  7.565271      5.226333    
  1968.4 0.3025175E-01 0.3392130E-01  9.189935      5.580667    
  1969.1 0.3203918E-01 0.3376971E-01  8.579859      6.137667    
  1969.2 0.3243917E-01 0.3424592E-01  7.977681      6.240000    
  1969.3 0.3595999E-01 0.3590757E-01  7.983151      7.046667    
  1969.4 0.4796086E-01 0.3581941E-01  5.191556      7.317667    
  1970.1 0.5243287E-01 0.4159508E-01  4.184814      7.262667    
  1970.2 0.5904331E-01 0.4746577E-01  4.367322      6.752333    
  1970.3 0.6501104E-01 0.5169088E-01  4.597291      6.374667    
  1970.4 0.6895967E-01 0.5802797E-01  4.653334      5.358333    
  1971.1 0.6956071E-01 0.5914467E-01  4.781921      3.863333    
  1971.2 0.6853682E-01 0.5907857E-01  5.522350      4.206000    
  1971.3 0.7069803E-01 0.5983336E-01  6.231278      5.050333    
  1971.4 0.6800848E-01 0.5954344E-01  5.613101      4.234333    
  1972.1 0.6467187E-01 0.5768041E-01  5.114229      3.435333    
  1972.2 0.6438868E-01 0.5658509E-01  5.535638      3.748333    
  1972.3 0.6200692E-01 0.5584112E-01  5.971864      4.241333    
  1972.4 0.5895678E-01 0.5304486E-01  6.098662      4.851333    
  1973.1 0.5661172E-01 0.4950510E-01  6.407069      5.639667    
  1973.2 0.5304262E-01 0.4889844E-01  6.916810      6.608333    
  1973.3 0.4980883E-01 0.4793204E-01  7.404315      8.388333    
  1973.4 0.4710502E-01 0.4769321E-01  8.032286      7.461667    
  1974.1 0.4339430E-01 0.5085049E-01  8.779472      7.600333    
  1974.2 0.4199469E-01 0.5161500E-01  9.033698      8.268000    
  1974.3 0.3773527E-01 0.5583721E-01  10.45437      8.286333    
  1974.4 0.3761969E-01 0.6556479E-01  10.35956      7.336000    
  1975.1 0.3731743E-01 0.8217515E-01  9.461626      5.873333    
  1975.2 0.4181422E-01 0.8828988E-01  8.946532      5.400667    
  1975.3 0.4518413E-01 0.8467753E-01  8.929719      6.336667    
  1975.4 0.4808009E-01 0.8259670E-01  8.367696      5.684333    
  1976.1 0.4800374E-01 0.7723461E-01  7.606625      4.953333    
  1976.2 0.5089367E-01 0.7526804E-01  7.387220      5.168667    
  1976.3 0.5794906E-01 0.7700112E-01  6.809171      5.168667    
  1976.4 0.6348303E-01 0.7733424E-01  5.857800      4.698000    
  1977.1 0.6736132E-01 0.7493048E-01  5.607113      4.624000    
  1977.2 0.6723512E-01 0.7104693E-01  5.658563      4.828667    
  1977.3 0.6658221E-01 0.6864221E-01  6.631208      5.472000    
  1977.4 0.6360053E-01 0.6612385E-01  8.236565      6.137000    
  1978.1 0.6116969E-01 0.6326666E-01  8.277989      6.408000    
  1978.2 0.5750635E-01 0.5999476E-01  7.834311      6.481000    
  1978.3 0.5721017E-01 0.6021465E-01  8.491945      7.315333    
  1978.4 0.5518560E-01 0.5883992E-01  9.890038      8.680333    
  1979.1 0.5583485E-01 0.5877879E-01  11.03178      9.357667    
  1979.2 0.5639214E-01 0.5714052E-01  10.94710      9.372333    
  1979.3 0.5962939E-01 0.5868435E-01  10.09068      9.631333    
  1979.4 0.7042041E-01 0.5940129E-01  13.04802      11.80367    
  1980.1 0.8284022E-01 0.6296949E-01  10.34476      13.45867    
  1980.2 0.9300649E-01 0.7323656E-01  7.083933      10.04933    
  1980.3 0.1045539     0.7680771E-01  5.854875      9.235333    
  1980.4 0.1083739     0.7398623E-01  7.995783      13.70967    
  1981.1 0.1143161     0.7426606E-01  6.184208      14.36900    
  1981.2 0.1193285     0.7398937E-01  10.18108      14.82900    
  1981.3 0.1279276     0.7417361E-01  11.57360      15.08733    
  1981.4 0.1312925     0.8241053E-01  12.03473      12.02267    
  1982.1 0.1298558     0.8843563E-01  12.55114      12.89500    
  1982.2 0.1280196     0.9425762E-01  10.56372      12.35900    
  1982.3 0.1232784     0.9942961E-01  10.63980      9.705333    
  1982.4 0.1132360     0.1067659      10.60623      7.935000    
  1983.1 0.1066068     0.1039701      9.928145      8.081333    
  1983.2 0.1006637     0.1010214      9.071407      8.420667    
  1983.3 0.9377107E-01 0.9360138E-01  8.564422      9.186667    
  1983.4 0.8767702E-01 0.8541760E-01  7.988662      8.793333    
  1984.1 0.8679122E-01 0.7871758E-01  7.752278      9.133333    
  1984.2 0.8234604E-01 0.7478733E-01  7.325610      9.843333    
  1984.3 0.8187860E-01 0.7451999E-01  6.791160      10.34333    
  1984.4 0.8028533E-01 0.7283015E-01  5.605151      8.973333    
  1985.1 0.7899230E-01 0.7279936E-01  5.310684      8.183333    
  1985.2 0.7640865E-01 0.7288834E-01  5.663234      7.523333    
  1985.3 0.7255930E-01 0.7210537E-01  5.431529      7.103333    
  1985.4 0.6712000E-01 0.7054201E-01  5.574716      7.146667    
  1986.1 0.6725526E-01 0.7015712E-01  5.575800      6.886667    
  1986.2 0.6823501E-01 0.7180384E-01  3.661891      6.130000    
  1986.3 0.5809087E-01 0.6991001E-01  3.622843      5.533333    
  1986.4 0.4308607E-01 0.6835172E-01  6.812494      5.340000    
  1987.1 0.3403325E-01 0.6620689E-01  8.441016      5.533333    
  1987.2 0.2773299E-01 0.6280795E-01  8.242246      5.733333    
  1987.3 0.2291501E-01 0.6014193E-01  8.285666      6.033333    
  1987.4 0.2258544E-01 0.5868976E-01  7.994156      6.003333    
  1988.1 0.2678476E-01 0.5727587E-01  7.302618      5.760000    
  1988.2 0.3157309E-01 0.5487146E-01  6.932847      6.230000    
  1988.3 0.3901595E-01 0.5492451E-01  6.788485      6.993333    
  1988.4 0.4103788E-01 0.5350265E-01  6.671196      7.703333    
  1989.1 0.4016220E-01 0.5215423E-01  6.493292      8.533333    
  1989.2 0.3955309E-01 0.5244464E-01  6.555779      8.440000    
  1989.3 0.4251623E-01 0.5277223E-01  6.122359      7.850000    
  1989.4 0.4501357E-01 0.5373561E-01  5.333898      7.633333    
  1990.1 0.5202203E-01 0.5300361E-01  5.183727      7.756667    
  1990.2 0.4852643E-01 0.5337414E-01  5.808796      7.766667    
  1990.3 0.4076384E-01 0.5687498E-01  6.889095      7.493333    
  1990.4 0.4146665E-01 0.6113686E-01  6.127189      7.023333    
  1991.1 0.4265698E-01 0.6574073E-01  5.760626      6.053333    
  1991.2 0.5075889E-01 0.6823443E-01  3.743092      5.593333    
  1991.3 0.4728792E-01 0.6853392E-01  2.932707      5.406667    
  1991.4 0.4188171E-01 0.7096660E-01  5.013801      4.583333    
  1992.1 0.3400626E-01 0.7379080E-01  6.633691      3.910000    
  1992.2 0.3105546E-01 0.7594573E-01  6.440826      3.723333    
  1992.3 0.3334278E-01 0.7626478E-01  6.228706      3.130000    
  1992.4 0.3446044E-01 0.7406133E-01  6.585538      3.076667    
  1993.1 0.4067219E-01 0.7149713E-01  6.365532      2.993333    
  1993.2 0.4429526E-01 0.7068857E-01  6.178670      2.983333    
  1993.3 0.4904643E-01 0.6799552E-01  6.113871      3.020000    
  1993.4 0.6153568E-01 0.6619143E-01  3.284767      3.080000    
  1994.1 0.7122252E-01 0.6555817E-01  2.207201      3.250000    
  1994.2 0.8039009E-01 0.6165512E-01  2.379825      4.036667    
  1994.3 0.8425504E-01 0.6001291E-01  3.329914      4.510000    
  1994.4 0.8603099E-01 0.5619378E-01  1.676944      5.283333    
  1995.1 0.8347045E-01 0.5477964E-01  1.068996      5.780000    
  1995.2 0.8175637E-01 0.5674622E-01  1.581123      5.623333    
  1995.3 0.7984783E-01 0.5658385E-01  2.126309      5.380000    
  1995.4 0.7682352E-01 0.5572015E-01  2.202512      5.270000    
  1996.1 0.7780735E-01 0.5545427E-01  1.635189      4.950000    
  1996.2 0.7933698E-01 0.5470120E-01  1.416302      5.040000    
  1996.3 0.8048889E-01 0.5259294E-01 0.7536826      5.136667    
  1996.4 0.7871782E-01 0.5310254E-01 0.5512804      4.970000    
  1997.1 0.7956564E-01 0.5223738E-01 0.7760920      5.063333    
  1997.2 0.7961237E-01 0.4974959E-01  1.028998      5.073333    
  1997.3 0.7926930E-01 0.4858023E-01  1.267915      5.056667    
  1997.4 0.7876700E-01 0.4680572E-01  1.235782      5.086667    
  1998.1 0.7728469E-01 0.4637954E-01  1.010613      5.053333    
  1998.2 0.7784104E-01 0.4414228E-01 0.7882566      4.976667    
  1998.3 0.8054736E-01 0.4528502E-01 0.4433130      4.823333    
  1998.4 0.8207276E-01 0.4429607E-01  0.000000      4.253333    
  1999.1 0.8105711E-01 0.4284456E-01  0.000000      4.406667    
  1999.2 0.7884453E-01 0.4248440E-01  0.000000      4.453333    
  1999.3 0.7821645E-01 0.4243400E-01  0.000000      4.650000    
  1999.4 0.8010293E-01 0.4077788E-01  0.000000      5.043333    
  2000.1 0.7072157E-01 0.4048765E-01 0.7839195      5.520000    
  2000.2 0.6688794E-01 0.3947782E-01 0.8234949      5.713333    
  2000.3 0.6926689E-01 0.4030117E-01 0.7011316      6.016667    
  2000.4 0.6980133E-01 0.3918419E-01 0.8484055      6.016667    
  2001.1 0.6604625E-01 0.4230321E-01  1.232767      4.816667    
  2001.2 0.6187389E-01 0.4411448E-01  2.586905      3.660000    
  2001.3 0.6113958E-01 0.4819249E-01  3.583895      3.170000    
  2001.4 0.6263031E-01 0.5537421E-01  4.284705      1.906667    
  2002.1 0.6303533E-01 0.5705425E-01  4.077015      1.820000    
  2002.2 0.6587747E-01 0.5845793E-01  3.246040      1.716667    
  2002.3 0.6936477E-01 0.5732000E-01  2.175001      1.643333    
  2002.4 0.7086887E-01 0.5851777E-01  2.091648      1.333333    
  2003.1 0.7555689E-01 0.5873963E-01 0.9236135      1.156667    
  2003.2 0.7870695E-01 0.6152488E-01  0.000000      1.043333    
  2003.3 0.8159730E-01 0.6107130E-01  0.000000     0.9300000    
  2003.4 0.8526945E-01 0.5820932E-01  0.000000     0.9166667    
  2004.1 0.8086746E-01 0.5687648E-01 0.4897396E-02 0.9166667    
  2004.2 0.7570049E-01 0.5595400E-01 0.1046090      1.076667    
  2004.3 0.6789668E-01 0.5440757E-01 0.4606465      1.486667    
  2004.4 0.6361714E-01 0.5396538E-01 0.9231797      2.006667    
  2005.1 0.6390623E-01 0.5292068E-01 0.7771724      2.536667    
  2005.2 0.6308267E-01 0.5115378E-01 0.7691119      2.863333    
  2005.3 0.6284796E-01 0.4975337E-01 0.4297990      3.360000    
  2005.4 0.6164382E-01 0.4964352E-01 0.3788708      3.826667    
  2006.1 0.5918344E-01 0.4731667E-01 0.9477037      4.393333    
  2006.2 0.6004920E-01 0.4666969E-01  1.418149      4.703333    
  2006.3 0.6222214E-01 0.4655398E-01  1.902170      4.906667    
  2006.4 0.6472873E-01 0.4466963E-01  2.053514      4.903333    
  2007.1 0.7195111E-01 0.4536088E-01  1.421541      4.983333    
  2007.2 0.7281720E-01 0.4507805E-01  1.340238      4.736667    
  2007.3 0.7114031E-01 0.4670151E-01  2.189144      4.303333    
  2007.4 0.6913281E-01 0.4813029E-01  2.533471      3.390000    
  2008.1 0.7200230E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.7547726E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.7454029E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.7616516E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8016021E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8248031E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8948038E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9101170E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9873357E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1046467     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1117160     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1147711     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1156005     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1188920     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1169142     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1162216     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1162936     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1212796     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1226935     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1233639     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1222889     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1193958     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1195193     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1165721     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1135742     0.7353172E-01  0.000000     0.2222305    
  2014.2 0.1111049     0.7371212E-01  0.000000     0.2267692    
  2014.3 0.1110733     0.7344075E-01  0.000000     0.2727381    
  2014.4 0.1140002     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1138692     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1158910     0.7041296E-01  0.000000     0.7056998    
  2015.3 0.1084481     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.9702633E-01 0.6810526E-01  1.727815      1.011500    
  2016.1 0.8516100E-01 0.6720077E-01  2.980042      1.148466    
  2016.2 0.8215055E-01 0.6650839E-01  2.887387      1.268463    
  2016.3 0.8170939E-01 0.6602361E-01  2.711924      1.370028    
  2016.4 0.8261739E-01 0.6572500E-01  2.879881      1.454232    
  2017.1 0.8792581E-01 0.6557762E-01  2.176688      1.523254    
  2017.2 0.9301167E-01 0.6554472E-01  1.032631      1.579320    
  2017.3 0.9601452E-01 0.6559437E-01 0.2865536      1.624370    
  2017.4 0.9700511E-01 0.6569973E-01  0.000000      1.660170    
  2018.1 0.9597621E-01 0.6583532E-01 0.2808905      1.688692    
  2018.2 0.9648984E-01 0.6598118E-01 0.3503788      1.711782    
  2018.3 0.9599018E-01 0.6612472E-01 0.3279097      1.730742    
  2018.4 0.9364479E-01 0.6625905E-01 0.3110929      1.746369    
  2019.1 0.9036438E-01 0.6637441E-01 0.8287652      1.759767    
  2019.2 0.8312935E-01 0.6646188E-01  1.579062      1.772234    
  2019.3 0.8070937E-01 0.6651811E-01  2.172227      1.784603    
  2019.4 0.7585810E-01 0.6654506E-01  1.277535      1.797049    
  2020.1 0.7494445E-01 0.6654177E-01 0.8149858      1.809908    
  2020.2 0.7768024E-01 0.6650849E-01 0.9128925      1.823601    
  2020.3 0.8399356E-01 0.6644969E-01 0.4302257      1.838160    
  2020.4 0.8929561E-01 0.6637212E-01  0.000000      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.347797004773E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     127 IER= 4 F=  0.309183710776E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.76718773142E-07 -0.27871603239E-07  0.60609770039E-07

X VALUES

  0.54157620749E+00  0.87182307109E+00  0.14272672079E-01

MEAN OF DEPENDENT VARIABLE   749999.219613982

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.541576207       0.018770851   28.85198
  2       1.100000000       0.871823071       0.070428220   12.37889
  3      -0.100000000       0.014272672       0.067248764    0.21224

SE of equation          =      0.012310997
Sum of squared residuals =  0.309183711E-01   0.206761965    
Sum of ABS residuals     =  0.857148186    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97575

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.260778328431E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     140 IER= 4 F=  0.119694651560E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.11193928432E-06  0.37206267286E-05  0.39872001896E-05

X VALUES

  0.70742979375E+00  0.11797597427E+01 -0.24702707127E+00

MEAN OF DEPENDENT VARIABLE   749999.230846597

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.707429794       0.017675830   40.02244
  2       1.100000000       1.179759743       0.068366607   17.25637
  3      -0.100000000      -0.247027071       0.062510181   -3.95179

SE of equation          =      0.007659886
Sum of squared residuals =  0.119694652E-01   0.787022154E-01
Sum of ABS residuals     =  0.608069871    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98996

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.503815648041E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 4 F=  0.345288383609E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.33291536697E-07  0.94763100154E-05  0.70418344549E-05

X VALUES

  0.56120021799E+00  0.12539444637E+01 -0.42791691169E+00

MEAN OF DEPENDENT VARIABLE   749999.238578729

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.561200218       0.023441738   23.94021
  2       1.100000000       1.253944464       0.062940921   19.92256
  3      -0.100000000      -0.427916912       0.058217219   -7.35035

SE of equation          =      0.013410358
Sum of squared residuals =  0.345288384E-01   0.571451249E-03
Sum of ABS residuals     =  0.941300860    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99819

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.439575055390E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      87 IER= 4 F=  0.367994372776E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.12739140070E-03  0.11110999270E-04  0.10677063562E-04

X VALUES

  0.51162122051E+00  0.12593294275E+01 -0.29974645899E+00

MEAN OF DEPENDENT VARIABLE   749999.263535555

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.511621221       0.009564892   53.48949
  2       1.100000000       1.259329427       0.068941660   18.26660
  3      -0.100000000      -0.299746459       0.066044212   -4.53857

SE of equation          =      0.013430912
Sum of squared residuals =  0.367994373E-01   0.480629622E-01
Sum of ABS residuals     =   1.11900973    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97839

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.406667162555E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     101 IER= 4 F=  0.406491942897E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.10490899008E-04 -0.20393354632E-06 -0.32631664834E-06

X VALUES

  0.53552943185E+00  0.13522168125E+01 -0.39216471507E+00

MEAN OF DEPENDENT VARIABLE   749999.224016268

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.535529432       0.334771611    1.59969
  2       1.100000000       1.352216813       1.852841830    0.72981
  3      -0.100000000      -0.392164715       1.746791094   -0.22451

SE of equation          =      0.446386331
Sum of squared residuals =   40.6491943        6.63954976    
Sum of ABS residuals     =   8.61944201    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96704

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.842466578082E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.838499071586E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.29786843137E-06 -0.19817954404E-05 -0.24105801469E-05

X VALUES

  0.59817481841E+00  0.10104408694E+01 -0.23028367499E+00

MEAN OF DEPENDENT VARIABLE   749999.239743892

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.598174818       0.354546641    1.68715
  2       1.100000000       1.010440869       0.411258418    2.45695
  3      -0.100000000      -0.230283675       0.395086276   -0.58287

SE of equation          =      0.202738491
Sum of squared residuals =   8.38499072        4.46932491    
Sum of ABS residuals     =   6.85767355    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94679

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.108393120790E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      91 IER= 4 F=  0.981620511147E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.18858539370E-05  0.12895341139E-05  0.27966138636E-05

X VALUES

  0.90600529683E+00  0.84142407282E+00  0.13186634692E+00

MEAN OF DEPENDENT VARIABLE   749999.370779153

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.906005297       0.138121838    6.55946
  2       1.100000000       0.841424073       0.081585668   10.31338
  3      -0.100000000       0.131866347       0.081233132    1.62331

SE of equation          =      0.077365955
Sum of squared residuals =  0.981620511        1.56334881    
Sum of ABS residuals     =   5.78868541    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94510

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.322026705833E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.265817187046E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.21367688531E-04  0.42479697457E-04  0.36421550235E-04

X VALUES

  0.62554499465E+00  0.87338661506E+00 -0.39095540693E+00

MEAN OF DEPENDENT VARIABLE   749999.284951907

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.625544995       0.024979663   25.04217
  2       1.100000000       0.873386615       0.096291059    9.07028
  3      -0.100000000      -0.390955407       0.095188006   -4.10719

SE of equation          =      0.036097443
Sum of squared residuals =  0.265817187        1.77615835    
Sum of ABS residuals     =   3.44130795    
R squared                =    1.00000
Durbin-Watson statistic  =    1.43243

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.577019288193E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.403769836200E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.35256583959E-06  0.93361406759E-06  0.63441615435E-06

X VALUES

  0.71503628496E+00  0.78450215283E+00 -0.37618703483E+00

MEAN OF DEPENDENT VARIABLE   749999.261039437

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.715036285       0.077039215    9.28146
  2       1.100000000       0.784502153       0.085033155    9.22584
  3      -0.100000000      -0.376187035       0.083542721   -4.50293

SE of equation          =      0.049618658
Sum of squared residuals =  0.403769836       0.580163340    
Sum of ABS residuals     =   3.39849464    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94361

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.255367201780E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.193030786618E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.19026850789E-06 -0.36777905501E-05 -0.38815357502E-05

X VALUES

  0.61759812082E-01  0.10079159287E+01 -0.77954647651E-01

MEAN OF DEPENDENT VARIABLE   749999.284927890

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.061759812       0.073973117    0.83490
  2       1.100000000       1.007915929       0.062638639   16.09096
  3      -0.100000000      -0.077954648       0.062700562   -1.24328

SE of equation          =      0.035176368
Sum of squared residuals =  0.193030787       0.671407796    
Sum of ABS residuals     =   2.53440662    
R squared                =    1.00000
Durbin-Watson statistic  =    1.79150

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.448851607864E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     106 IER= 4 F=  0.304786217865E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.46996048187E-05  0.13131474599E-05 -0.50278914466E-07

X VALUES

  0.49874009520E+00  0.94003618144E+00 -0.54949111655E+00

MEAN OF DEPENDENT VARIABLE   749999.274086988

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.498740095       0.028381701   17.57259
  2       1.100000000       0.940036181       0.074926278   12.54615
  3      -0.100000000      -0.549491117       0.072695973   -7.55876

SE of equation          =      0.038652944
Sum of squared residuals =  0.304786218        1.65513912    
Sum of ABS residuals     =   3.73925169    
R squared                =    1.00000
Durbin-Watson statistic  =    1.82143

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.591052163467E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      42 IER= 3 F=  0.584379958322E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.37313992548E-11 -0.41244030769E-11

X VALUES

  0.10506715546E+01 -0.13459196445E+00

MEAN OF DEPENDENT VARIABLE   749999.247355626

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.050671555       0.210185853    4.99877
  2      -0.100000000      -0.134591964       0.199471740   -0.67474

SE of equation          =      0.022444951
Sum of squared residuals =  0.584379958E-01   0.610216835    
Sum of ABS residuals     =   1.08770561    
R squared                =    1.00000
Durbin-Watson statistic  =    1.17611

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.237157038209E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.224298415465E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.52270761270E-11  0.62773201083E-11

X VALUES

  0.10354425904E+01 -0.13264693438E+00

MEAN OF DEPENDENT VARIABLE   749999.233903457

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.035442590       0.093728992   11.04720
  2      -0.100000000      -0.132646934       0.090998167   -1.45769

SE of equation          =      0.033158740
Sum of squared residuals =  0.224298415        1.04031949    
Sum of ABS residuals     =   3.20622009    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72726

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5429662E-01 0.5234225E-01 0.4135890      1.083667    
  1954.2 0.5984092E-01 0.5783462E-01 0.2005887     0.8143333    
  1954.3 0.6103818E-01 0.5970489E-01  1.270153     0.8696667    
  1954.4 0.5786579E-01 0.5361334E-01  1.955167      1.036333    
  1955.1 0.5655562E-01 0.4710636E-01  2.138872      1.256333    
  1955.2 0.5215675E-01 0.4380454E-01  2.431672      1.614333    
  1955.3 0.4479474E-01 0.4109694E-01  3.048352      1.861333    
  1955.4 0.3854597E-01 0.4208878E-01  3.988654      2.349333    
  1956.1 0.3355538E-01 0.4031458E-01  4.565126      2.379333    
  1956.2 0.2577801E-01 0.4190614E-01  5.229990      2.596667    
  1956.3 0.2352254E-01 0.4128671E-01  5.645989      2.596667    
  1956.4 0.1951630E-01 0.4100540E-01  5.608316      3.063667    
  1957.1 0.1291137E-01 0.3946671E-01  6.672854      3.171667    
  1957.2 0.1147243E-01 0.4062513E-01  7.763061      3.157000    
  1957.3 0.8742610E-02 0.4207225E-01  8.390075      3.382333    
  1957.4 0.5300275E-02 0.4923487E-01  8.749289      3.343333    
  1958.1 0.5691088E-02 0.6275076E-01  9.421301      1.838000    
  1958.2 0.6579150E-02 0.7359928E-01  9.755151      1.017667    
  1958.3 0.3300266E-03 0.7309055E-01  11.13492      1.710667    
  1958.4 0.5500411E-02 0.6352766E-01  10.69284      2.787667    
  1959.1 0.7294091E-02 0.5798631E-01  9.589528      2.800333    
  1959.2 0.1369341E-01 0.5104500E-01  8.419903      3.019333    
  1959.3 0.4033794E-01 0.5287044E-01  6.429516      3.533000    
  1959.4 0.5143309E-01 0.5592834E-01  5.266237      4.299333    
  1960.1 0.6369037E-01 0.5159512E-01  4.292797      3.943000    
  1960.2 0.7142749E-01 0.5225835E-01  2.898006      3.092333    
  1960.3 0.7955333E-01 0.5549938E-01  1.615411      2.390333    
  1960.4 0.8542476E-01 0.6251647E-01 0.1650084E-01  2.360667    
  1961.1 0.8735395E-01 0.6773354E-01  0.000000      2.376667    
  1961.2 0.8388888E-01 0.6971717E-01 0.5645397      2.324667    
  1961.3 0.7921879E-01 0.6749309E-01  1.150448      2.324667    
  1961.4 0.6817389E-01 0.6171891E-01 0.7475236      2.475000    
  1962.1 0.5893892E-01 0.5614436E-01  1.068642      2.739000    
  1962.2 0.4998155E-01 0.5482584E-01  2.141947      2.716000    
  1962.3 0.3972971E-01 0.5539051E-01  3.356793      2.858000    
  1962.4 0.3473653E-01 0.5505923E-01  4.064724      2.803333    
  1963.1 0.2948495E-01 0.5779253E-01  5.438314      2.909000    
  1963.2 0.3002843E-01 0.5680856E-01  5.990634      2.941333    
  1963.3 0.3009602E-01 0.5493742E-01  6.014712      3.280667    
  1963.4 0.3287409E-01 0.5572673E-01  6.018381      3.499333    
  1964.1 0.3570884E-01 0.5457706E-01  5.258887      3.538000    
  1964.2 0.4031960E-01 0.5220257E-01  4.827441      3.481333    
  1964.3 0.4158353E-01 0.4989598E-01  4.786987      3.504000    
  1964.4 0.4228030E-01 0.4953597E-01  4.823147      3.685000    
  1965.1 0.4414876E-01 0.4871666E-01  4.792683      3.899667    
  1965.2 0.4515701E-01 0.4655354E-01  4.397502      3.879000    
  1965.3 0.4422300E-01 0.4351989E-01  4.274695      3.859667    
  1965.4 0.4204917E-01 0.4102298E-01  4.938081      4.158667    
  1966.1 0.3787601E-01 0.3848268E-01  5.683794      4.630667    
  1966.2 0.3577187E-01 0.3807639E-01  5.521390      4.597333    
  1966.3 0.3350716E-01 0.3750700E-01  5.773630      5.047667    
  1966.4 0.2900922E-01 0.3683286E-01  6.707992      5.246000    
  1967.1 0.2453303E-01 0.3809930E-01  7.443386      4.533667    
  1967.2 0.2040415E-01 0.3806934E-01  8.436596      3.657333    
  1967.3 0.1957096E-01 0.3784696E-01  8.976547      4.344667    
  1967.4 0.1360155E-01 0.3915978E-01  10.22377      4.787333    
  1968.1 0.1687713E-01 0.3728355E-01  10.41286      5.064667    
  1968.2 0.2437940E-01 0.3537721E-01  8.879101      5.510000    
  1968.3 0.3155154E-01 0.3510557E-01  7.649022      5.226333    
  1968.4 0.3468684E-01 0.3392130E-01  7.795005      5.580667    
  1969.1 0.3968650E-01 0.3376971E-01  7.410186      6.137667    
  1969.2 0.4553912E-01 0.3424592E-01  6.530325      6.240000    
  1969.3 0.4724438E-01 0.3590757E-01  5.923054      7.046667    
  1969.4 0.4895314E-01 0.3581941E-01  5.646235      7.317667    
  1970.1 0.4825522E-01 0.4159508E-01  5.577908      7.262667    
  1970.2 0.4401882E-01 0.4746577E-01  6.085392      6.752333    
  1970.3 0.3695238E-01 0.5169088E-01  7.003558      6.374667    
  1970.4 0.3333228E-01 0.5802797E-01  7.644884      5.358333    
  1971.1 0.2880297E-01 0.5914467E-01  8.017150      3.863333    
  1971.2 0.2654435E-01 0.5907857E-01  7.877472      4.206000    
  1971.3 0.2756183E-01 0.5983336E-01  7.587318      5.050333    
  1971.4 0.3087403E-01 0.5954344E-01  6.742977      4.234333    
  1972.1 0.3323383E-01 0.5768041E-01  6.699326      3.435333    
  1972.2 0.3597798E-01 0.5658509E-01  7.226909      3.748333    
  1972.3 0.3236882E-01 0.5584112E-01  8.835782      4.241333    
  1972.4 0.3224429E-01 0.5304486E-01  8.878156      4.851333    
  1973.1 0.3344037E-01 0.4950510E-01  8.785099      5.639667    
  1973.2 0.4464370E-01 0.4889844E-01  6.335927      6.608333    
  1973.3 0.4403845E-01 0.4793204E-01  5.330536      8.388333    
  1973.4 0.3983883E-01 0.4769321E-01  7.642175      7.461667    
  1974.1 0.3816853E-01 0.5085049E-01  8.004776      7.600333    
  1974.2 0.3761924E-01 0.5161500E-01  6.435595      8.268000    
  1974.3 0.4078178E-01 0.5583721E-01  5.790740      8.286333    
  1974.4 0.4726944E-01 0.6556479E-01  4.826858      7.336000    
  1975.1 0.4473912E-01 0.8217515E-01  4.934561      5.873333    
  1975.2 0.4371221E-01 0.8828988E-01  5.208927      5.400667    
  1975.3 0.4634232E-01 0.8467753E-01  6.003344      6.336667    
  1975.4 0.4441286E-01 0.8259670E-01  6.494985      5.684333    
  1976.1 0.4622453E-01 0.7723461E-01  6.190772      4.953333    
  1976.2 0.5321465E-01 0.7526804E-01  5.663917      5.168667    
  1976.3 0.6183820E-01 0.7700112E-01  4.617630      5.168667    
  1976.4 0.6612040E-01 0.7733424E-01  4.125188      4.698000    
  1977.1 0.6949026E-01 0.7493048E-01  3.911885      4.624000    
  1977.2 0.7109484E-01 0.7104693E-01  3.689440      4.828667    
  1977.3 0.7269222E-01 0.6864221E-01  3.920225      5.472000    
  1977.4 0.7132490E-01 0.6612385E-01  4.463781      6.137000    
  1978.1 0.7231552E-01 0.6326666E-01  4.695614      6.408000    
  1978.2 0.7202682E-01 0.5999476E-01  4.628925      6.481000    
  1978.3 0.7158723E-01 0.6021465E-01  4.810391      7.315333    
  1978.4 0.6838272E-01 0.5883992E-01  5.403581      8.680333    
  1979.1 0.6973493E-01 0.5877879E-01  6.034070      9.357667    
  1979.2 0.6547957E-01 0.5714052E-01  6.810006      9.372333    
  1979.3 0.5942790E-01 0.5868435E-01  8.418062      9.631333    
  1979.4 0.5618081E-01 0.5940129E-01  13.52656      11.80367    
  1980.1 0.5675210E-01 0.6296949E-01  13.01562      13.45867    
  1980.2 0.5879840E-01 0.7323656E-01  10.39157      10.04933    
  1980.3 0.6592549E-01 0.7680771E-01  11.43734      9.235333    
  1980.4 0.7023855E-01 0.7398623E-01  16.54384      13.70967    
  1981.1 0.7750256E-01 0.7426606E-01  17.57669      14.36900    
  1981.2 0.8611668E-01 0.7398937E-01  14.00077      14.82900    
  1981.3 0.9635493E-01 0.7417361E-01  13.31207      15.08733    
  1981.4 0.1026739     0.8241053E-01  15.60809      12.02267    
  1982.1 0.1083353     0.8843563E-01  15.03230      12.89500    
  1982.2 0.1126300     0.9425762E-01  6.454942      12.35900    
  1982.3 0.1172889     0.9942961E-01  2.214157      9.705333    
  1982.4 0.1205925     0.1067659      2.183003      7.935000    
  1983.1 0.1163491     0.1039701      4.213112      8.081333    
  1983.2 0.1099353     0.1010214      4.760761      8.420667    
  1983.3 0.1014450     0.9360138E-01  3.748268      9.186667    
  1983.4 0.9863077E-01 0.8541760E-01  3.346459      8.793333    
  1984.1 0.9678318E-01 0.7871758E-01  3.409866      9.133333    
  1984.2 0.9228526E-01 0.7478733E-01  3.729147      9.843333    
  1984.3 0.8796809E-01 0.7451999E-01  3.469195      10.34333    
  1984.4 0.8113530E-01 0.7283015E-01  3.589290      8.973333    
  1985.1 0.7473821E-01 0.7279936E-01  3.804411      8.183333    
  1985.2 0.7137278E-01 0.7288834E-01  4.276105      7.523333    
  1985.3 0.6574582E-01 0.7210537E-01  4.634867      7.103333    
  1985.4 0.6209179E-01 0.7054201E-01  4.763599      7.146667    
  1986.1 0.5913456E-01 0.7015712E-01  5.012658      6.886667    
  1986.2 0.5573747E-01 0.7180384E-01  5.500903      6.130000    
  1986.3 0.4894364E-01 0.6991001E-01  7.294455      5.533333    
  1986.4 0.4303259E-01 0.6835172E-01  7.712923      5.340000    
  1987.1 0.4258624E-01 0.6620689E-01  8.395104      5.533333    
  1987.2 0.4332224E-01 0.6280795E-01  8.234685      5.733333    
  1987.3 0.4825067E-01 0.6014193E-01  7.203736      6.033333    
  1987.4 0.5746385E-01 0.5868976E-01  5.787246      6.003333    
  1988.1 0.6737154E-01 0.5727587E-01  5.126001      5.760000    
  1988.2 0.7662043E-01 0.5487146E-01  4.901375      6.230000    
  1988.3 0.8651446E-01 0.5492451E-01  4.709264      6.993333    
  1988.4 0.8831591E-01 0.5350265E-01  2.977343      7.703333    
  1989.1 0.9334374E-01 0.5215423E-01  1.650587      8.533333    
  1989.2 0.9047043E-01 0.5244464E-01  1.892079      8.440000    
  1989.3 0.8475953E-01 0.5277223E-01  2.981806      7.850000    
  1989.4 0.7903784E-01 0.5373561E-01  3.200179      7.633333    
  1990.1 0.7601380E-01 0.5300361E-01  3.570066      7.756667    
  1990.2 0.7233579E-01 0.5337414E-01  3.307759      7.766667    
  1990.3 0.7232939E-01 0.5687498E-01  2.176118      7.493333    
  1990.4 0.7856554E-01 0.6113686E-01  1.482966      7.023333    
  1991.1 0.8236165E-01 0.6574073E-01 0.8652219      6.053333    
  1991.2 0.8547153E-01 0.6823443E-01 0.5317485      5.593333    
  1991.3 0.8831980E-01 0.6853392E-01  0.000000      5.406667    
  1991.4 0.8903924E-01 0.7096660E-01  0.000000      4.583333    
  1992.1 0.9077751E-01 0.7379080E-01 0.7844353      3.910000    
  1992.2 0.9296109E-01 0.7594573E-01 0.7987577      3.723333    
  1992.3 0.9341740E-01 0.7626478E-01 0.2911380      3.130000    
  1992.4 0.9377796E-01 0.7406133E-01 0.2443801      3.076667    
  1993.1 0.9412744E-01 0.7149713E-01 0.9747798      2.993333    
  1993.2 0.9374515E-01 0.7068857E-01 0.7137891      2.983333    
  1993.3 0.9383601E-01 0.6799552E-01  0.000000      3.020000    
  1993.4 0.9868646E-01 0.6619143E-01  0.000000      3.080000    
  1994.1 0.9811199E-01 0.6555817E-01 0.9931221E-01  3.250000    
  1994.2 0.9403735E-01 0.6165512E-01 0.6521701E-01  4.036667    
  1994.3 0.9272139E-01 0.6001291E-01  0.000000      4.510000    
  1994.4 0.8934935E-01 0.5619378E-01  0.000000      5.283333    
  1995.1 0.8299417E-01 0.5477964E-01 0.3766489      5.780000    
  1995.2 0.7591644E-01 0.5674622E-01 0.9564890      5.623333    
  1995.3 0.7406089E-01 0.5658385E-01  1.170365      5.380000    
  1995.4 0.7151929E-01 0.5572015E-01 0.8606303      5.270000    
  1996.1 0.6808739E-01 0.5545427E-01  1.350216      4.950000    
  1996.2 0.6812204E-01 0.5470120E-01  2.176452      5.040000    
  1996.3 0.7006015E-01 0.5259294E-01  2.302806      5.136667    
  1996.4 0.7175891E-01 0.5310254E-01  2.174776      4.970000    
  1997.1 0.7664033E-01 0.5223738E-01  2.142804      5.063333    
  1997.2 0.7847430E-01 0.4974959E-01  1.538648      5.073333    
  1997.3 0.8236101E-01 0.4858023E-01  1.035319      5.056667    
  1997.4 0.8551714E-01 0.4680572E-01  0.000000      5.086667    
  1998.1 0.8537678E-01 0.4637954E-01  0.000000      5.053333    
  1998.2 0.8609727E-01 0.4414228E-01 0.2529584      4.976667    
  1998.3 0.8854088E-01 0.4528502E-01  0.000000      4.823333    
  1998.4 0.8967721E-01 0.4429607E-01  0.000000      4.253333    
  1999.1 0.8605810E-01 0.4284456E-01 0.5586009      4.406667    
  1999.2 0.8084433E-01 0.4248440E-01  1.136732      4.453333    
  1999.3 0.7512626E-01 0.4243400E-01  1.515494      4.650000    
  1999.4 0.6723295E-01 0.4077788E-01  2.170073      5.043333    
  2000.1 0.5842169E-01 0.4048765E-01  3.427899      5.520000    
  2000.2 0.5613762E-01 0.3947782E-01  3.293124      5.713333    
  2000.3 0.5842998E-01 0.4030117E-01  2.539374      6.016667    
  2000.4 0.5903176E-01 0.3918419E-01  2.490045      6.016667    
  2001.1 0.5875013E-01 0.4230321E-01  4.211764      4.816667    
  2001.2 0.5832099E-01 0.4411448E-01  5.287659      3.660000    
  2001.3 0.6204843E-01 0.4819249E-01  4.297820      3.170000    
  2001.4 0.7044441E-01 0.5537421E-01  2.961562      1.906667    
  2002.1 0.7904214E-01 0.5705425E-01  2.328645      1.820000    
  2002.2 0.8528127E-01 0.5845793E-01  1.206754      1.716667    
  2002.3 0.8870861E-01 0.5732000E-01 0.4805718      1.643333    
  2002.4 0.8819801E-01 0.5851777E-01 0.7785939      1.333333    
  2003.1 0.8842391E-01 0.5873963E-01  1.161239      1.156667    
  2003.2 0.8640405E-01 0.6152488E-01 0.5710999      1.043333    
  2003.3 0.8645333E-01 0.6107130E-01 0.8248807E-01 0.9300000    
  2003.4 0.8457553E-01 0.5820932E-01  0.000000     0.9166667    
  2004.1 0.7750108E-01 0.5687648E-01 0.1161989     0.9166667    
  2004.2 0.7286476E-01 0.5595400E-01 0.6742990      1.076667    
  2004.3 0.6305082E-01 0.5440757E-01  1.351110      1.486667    
  2004.4 0.5828084E-01 0.5396538E-01  1.572217      2.006667    
  2005.1 0.5783421E-01 0.5292068E-01  1.630246      2.536667    
  2005.2 0.5408862E-01 0.5115378E-01  1.732231      2.863333    
  2005.3 0.5351238E-01 0.4975337E-01  2.821399      3.360000    
  2005.4 0.5226946E-01 0.4964352E-01  4.304694      3.826667    
  2006.1 0.5148094E-01 0.4731667E-01  4.804954      4.393333    
  2006.2 0.5211646E-01 0.4666969E-01  4.353901      4.703333    
  2006.3 0.5491605E-01 0.4655398E-01  3.197723      4.906667    
  2006.4 0.6385715E-01 0.4466963E-01  2.335163      4.903333    
  2007.1 0.6763619E-01 0.4536088E-01  2.153507      4.983333    
  2007.2 0.6911857E-01 0.4507805E-01  1.923514      4.736667    
  2007.3 0.7160009E-01 0.4670151E-01  2.407345      4.303333    
  2007.4 0.7145615E-01 0.4813029E-01  3.646405      3.390000    
  2008.1 0.7195214E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.7836213E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.7513496E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.7319354E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7464940E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7725176E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8533822E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8799694E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9355039E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1038260     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1144074     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1223882     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1226546     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1228079     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1209047     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1175161     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1164097     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1146704     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1131443     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1168881     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1179152     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1192393     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1182012     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1192625     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1213822     0.7353172E-01  0.000000     0.2222305    
  2014.2 0.1250194     0.7371212E-01  0.000000     0.2267692    
  2014.3 0.1216759     0.7344075E-01  0.000000     0.2727381    
  2014.4 0.1188024     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1168499     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1191922     0.7041296E-01  0.000000     0.7056998    
  2015.3 0.1188150     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.1177704     0.6810526E-01  0.000000      1.011500    
  2016.1 0.1145306     0.6720077E-01  0.000000      1.148466    
  2016.2 0.1093098     0.6650839E-01 0.1450667      1.268463    
  2016.3 0.1072567     0.6602361E-01 0.9291192E-01  1.370028    
  2016.4 0.1032621     0.6572500E-01  0.000000      1.454232    
  2017.1 0.1003240     0.6557762E-01 0.2643546      1.523254    
  2017.2 0.9703881E-01 0.6554472E-01 0.1248156      1.579320    
  2017.3 0.9419095E-01 0.6559437E-01 0.1023379      1.624370    
  2017.4 0.9100255E-01 0.6569973E-01 0.4685728      1.660170    
  2018.1 0.9172041E-01 0.6583532E-01 0.6384363      1.688692    
  2018.2 0.9118436E-01 0.6598118E-01 0.2672662      1.711782    
  2018.3 0.9195480E-01 0.6612472E-01 0.2387993      1.730742    
  2018.4 0.9119901E-01 0.6625905E-01 0.5646366      1.746369    
  2019.1 0.9253766E-01 0.6637441E-01 0.3429486      1.759767    
  2019.2 0.9331623E-01 0.6646188E-01  0.000000      1.772234    
  2019.3 0.9238492E-01 0.6651811E-01  0.000000      1.784603    
  2019.4 0.9030135E-01 0.6654506E-01  0.000000      1.797049    
  2020.1 0.8892001E-01 0.6654177E-01 0.6704623      1.809908    
  2020.2 0.8932527E-01 0.6650849E-01 0.8840617      1.823601    
  2020.3 0.8795181E-01 0.6644969E-01 0.8142832      1.838160    
  2020.4 0.8622148E-01 0.6637212E-01  1.011169      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.302245496513E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      92 IER= 4 F=  0.270238610018E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.26340271779E-04 -0.41877342189E-05 -0.51843147678E-05

X VALUES

  0.54986097829E+00  0.10221952500E+01 -0.14022746921E+00

MEAN OF DEPENDENT VARIABLE   749999.220010894

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.549860978       0.017704394   31.05788
  2       1.100000000       1.022195250       0.069716593   14.66215
  3      -0.100000000      -0.140227469       0.066362676   -2.11305

SE of equation          =      0.011509557
Sum of squared residuals =  0.270238610E-01   0.176769727    
Sum of ABS residuals     =  0.856515259    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96216

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.219006834257E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     138 IER= 4 F=  0.133992662689E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.51720656803E-07  0.93343688552E-07  0.80633597040E-07

X VALUES

  0.58861574564E+00  0.99362603865E+00 -0.83384283844E-01

MEAN OF DEPENDENT VARIABLE   749999.223666211

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.588615746       0.017393050   33.84201
  2       1.100000000       0.993626039       0.070985497   13.99759
  3      -0.100000000      -0.083384284       0.064661209   -1.28956

SE of equation          =      0.008104485
Sum of squared residuals =  0.133992663E-01   0.959871347E-02
Sum of ABS residuals     =  0.633471874    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98568

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.594375896060E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      84 IER= 4 F=  0.502249650222E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.79446743616E-07 -0.39809096744E-07  0.21635182587E-07

X VALUES

  0.50674898876E+00  0.12445448772E+01 -0.36288696155E+00

MEAN OF DEPENDENT VARIABLE   749999.245762569

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.506748989       0.030129507   16.81903
  2       1.100000000       1.244544877       0.067126817   18.54020
  3      -0.100000000      -0.362886962       0.065198556   -5.56587

SE of equation          =      0.016173693
Sum of squared residuals =  0.502249650E-01   0.148407008    
Sum of ABS residuals     =   1.08892653    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98397

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.329154064980E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     111 IER= 4 F=  0.301631630855E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.63646678970E-08 -0.37557741717E-07 -0.37200714776E-07

X VALUES

  0.50067032644E+00  0.10607968634E+01 -0.86297585179E-01

MEAN OF DEPENDENT VARIABLE   749999.278158253

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.500670326       0.022676326   22.07899
  2       1.100000000       1.060796863       0.071776733   14.77912
  3      -0.100000000      -0.086297585       0.069886065   -1.23483

SE of equation          =      0.012159714
Sum of squared residuals =  0.301631631E-01  -0.568302671E-01
Sum of ABS residuals     =   1.03972176    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99843

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.362310976047E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      91 IER= 3 F=  0.362153853169E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.16111066904E-07 -0.21498870771E-06 -0.29621559399E-06

X VALUES

  0.48072023199E+00  0.10100151881E+01 -0.83955727707E-01

MEAN OF DEPENDENT VARIABLE   749999.259581418

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.480720232       0.563026423    0.85381
  2       1.100000000       1.010015188       2.528020829    0.39953
  3      -0.100000000      -0.083955728       2.341708070   -0.03585

SE of equation          =      0.421338817
Sum of squared residuals =   36.2153853        6.42562612    
Sum of ABS residuals     =   7.71510178    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97280

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.308655449509E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=     113 IER= 3 F=  0.307317557316E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.17305431290E-06 -0.16049293665E-07 -0.30731063887E-07

X VALUES

  0.58075310230E+00  0.92086849505E+00 -0.41473866215E-01

MEAN OF DEPENDENT VARIABLE   749999.226947688

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.580753102       0.203586304    2.85261
  2       1.100000000       0.920868495       0.399052315    2.30764
  3      -0.100000000      -0.041473866       0.386823329   -0.10722

SE of equation          =      0.122737876
Sum of squared residuals =   3.07317557        2.92206899    
Sum of ABS residuals     =   4.73741873    
R squared                =    1.00000
Durbin-Watson statistic  =    1.90449

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.859975124996E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      79 IER= 4 F=  0.783833648837E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.17237833211E-05 -0.60804730891E-04 -0.69506245197E-04

X VALUES

  0.86007637666E+00  0.13001013553E+01 -0.33852176622E+00

MEAN OF DEPENDENT VARIABLE   749999.368405410

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.860076377       0.125328495    6.86258
  2       1.100000000       1.300101355       0.076919771   16.90204
  3      -0.100000000      -0.338521766       0.076399405   -4.43095

SE of equation          =      0.069133736
Sum of squared residuals =  0.783833649        1.39601228    
Sum of ABS residuals     =   5.01380814    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92135

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.392548749787E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      83 IER= 4 F=  0.352878991805E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.66776260129E-04  0.17154729405E-05 -0.50889562973E-06

X VALUES

  0.60792047386E+00  0.95260741197E+00 -0.35628332732E+00

MEAN OF DEPENDENT VARIABLE   749999.290968584

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.607920474       0.036762886   16.53626
  2       1.100000000       0.952607412       0.122176290    7.79699
  3      -0.100000000      -0.356283327       0.129096606   -2.75982

SE of equation          =      0.041590852
Sum of squared residuals =  0.352878992        1.72941360    
Sum of ABS residuals     =   3.57909854    
R squared                =    1.00000
Durbin-Watson statistic  =    1.60834

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.821412528511E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     115 IER= 4 F=  0.668112184049E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.48063257356E-06 -0.83478237072E-06 -0.89107763393E-06

X VALUES

  0.11477066922E+01  0.77349858174E+00 -0.67553129311E-01

MEAN OF DEPENDENT VARIABLE   749999.303738413

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.147706692       0.132068468    8.69024
  2       1.100000000       0.773498582       0.080277001    9.63537
  3      -0.100000000      -0.067553129       0.080079001   -0.84358

SE of equation          =      0.063826756
Sum of squared residuals =  0.668112184        1.81528534    
Sum of ABS residuals     =   3.79053799    
R squared                =    1.00000
Durbin-Watson statistic  =    1.89277

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.327284114759E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.299739820331E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.12275144801E-06 -0.12066598856E-06  0.11428175382E-07

X VALUES

  0.30971209478E+00  0.92812127574E+00 -0.14936747712E-01

MEAN OF DEPENDENT VARIABLE   749999.291954917

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.309712095       0.094008678    3.29451
  2       1.100000000       0.928121276       0.087588912   10.59633
  3      -0.100000000      -0.014936748       0.088259129   -0.16924

SE of equation          =      0.043833881
Sum of squared residuals =  0.299739820        1.42992458    
Sum of ABS residuals     =   3.01627080    
R squared                =    1.00000
Durbin-Watson statistic  =    1.75828

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.401274527141E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     109 IER= 4 F=  0.310093305748E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.12294000494E-06 -0.55497516438E-06 -0.39058890787E-06

X VALUES

  0.42773483242E+00  0.10292900513E+01 -0.50854480870E+00

MEAN OF DEPENDENT VARIABLE   749999.278569604

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.427734832       0.033091345   12.92588
  2       1.100000000       1.029290051       0.085758850   12.00214
  3      -0.100000000      -0.508544809       0.082317158   -6.17787

SE of equation          =      0.038988014
Sum of squared residuals =  0.310093306        1.28238467    
Sum of ABS residuals     =   3.88211033    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69417

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.817952316094E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.764734405681E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.33854748787E-11  0.38290356913E-11

X VALUES

  0.11682761405E+01 -0.30807024503E+00

MEAN OF DEPENDENT VARIABLE   749999.261845661

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.168276141       0.142317012    8.20897
  2      -0.100000000      -0.308070245       0.130639758   -2.35817

SE of equation          =      0.025675938
Sum of squared residuals =  0.764734406E-01   0.705352239    
Sum of ABS residuals     =   1.29398029    
R squared                =    1.00000
Durbin-Watson statistic  =    1.43390

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.444651295875E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.444519084548E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.64519475922E-11  0.72700434372E-11

X VALUES

  0.11184916736E+01 -0.11453401560E+00

MEAN OF DEPENDENT VARIABLE   749999.286156156

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.118491674       0.088171607   12.68540
  2      -0.100000000      -0.114534016       0.090070706   -1.27160

SE of equation          =      0.046679922
Sum of squared residuals =  0.444519085        1.68950778    
Sum of ABS residuals     =   4.26627633    
R squared                =    1.00000
Durbin-Watson statistic  =    1.73249

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4628515E-01 0.5234225E-01  1.649505      1.083667    
  1954.2 0.5089631E-01 0.5783462E-01  2.434255     0.8143333    
  1954.3 0.6058490E-01 0.5970489E-01  2.947124     0.8696667    
  1954.4 0.6345368E-01 0.5361334E-01  1.778845      1.036333    
  1955.1 0.6271569E-01 0.4710636E-01  1.648883      1.256333    
  1955.2 0.6120916E-01 0.4380454E-01  2.300412      1.614333    
  1955.3 0.5380049E-01 0.4109694E-01  3.062303      1.861333    
  1955.4 0.4458305E-01 0.4208878E-01  3.910867      2.349333    
  1956.1 0.3985685E-01 0.4031458E-01  4.461346      2.379333    
  1956.2 0.3295917E-01 0.4190614E-01  5.591348      2.596667    
  1956.3 0.2950186E-01 0.4128671E-01  6.463412      2.596667    
  1956.4 0.2305190E-01 0.4100540E-01  7.602663      3.063667    
  1957.1 0.2731801E-01 0.3946671E-01  7.048004      3.171667    
  1957.2 0.3555250E-01 0.4062513E-01  5.633910      3.157000    
  1957.3 0.4255922E-01 0.4207225E-01  4.602367      3.382333    
  1957.4 0.5081091E-01 0.4923487E-01  3.387130      3.343333    
  1958.1 0.5709419E-01 0.6275076E-01  3.148303      1.838000    
  1958.2 0.6332748E-01 0.7359928E-01  2.432544      1.017667    
  1958.3 0.6740543E-01 0.7309055E-01  1.605095      1.710667    
  1958.4 0.6694877E-01 0.6352766E-01  1.561645      2.787667    
  1959.1 0.6451375E-01 0.5798631E-01  2.194354      2.800333    
  1959.2 0.6396914E-01 0.5104500E-01  2.377124      3.019333    
  1959.3 0.7852816E-01 0.5287044E-01  1.247894      3.533000    
  1959.4 0.8451389E-01 0.5592834E-01 0.7202954      4.299333    
  1960.1 0.9024542E-01 0.5159512E-01  0.000000      3.943000    
  1960.2 0.9138681E-01 0.5225835E-01  0.000000      3.092333    
  1960.3 0.9134321E-01 0.5549938E-01  0.000000      2.390333    
  1960.4 0.8534790E-01 0.6251647E-01 0.1991150      2.360667    
  1961.1 0.7999140E-01 0.6773354E-01 0.3652300      2.376667    
  1961.2 0.7926886E-01 0.6971717E-01 0.1996581E-02  2.324667    
  1961.3 0.7411309E-01 0.6749309E-01  0.000000      2.324667    
  1961.4 0.6835874E-01 0.6171891E-01 0.4145385      2.475000    
  1962.1 0.6247111E-01 0.5614436E-01  1.130159      2.739000    
  1962.2 0.5519746E-01 0.5482584E-01  1.816652      2.716000    
  1962.3 0.5149194E-01 0.5539051E-01  2.207169      2.858000    
  1962.4 0.4723070E-01 0.5505923E-01  2.228294      2.803333    
  1963.1 0.4227755E-01 0.5779253E-01  2.385233      2.909000    
  1963.2 0.4063902E-01 0.5680856E-01  3.024527      2.941333    
  1963.3 0.3429351E-01 0.5493742E-01  3.772515      3.280667    
  1963.4 0.2855218E-01 0.5572673E-01  4.274071      3.499333    
  1964.1 0.2796555E-01 0.5457706E-01  4.109126      3.538000    
  1964.2 0.2385098E-01 0.5220257E-01  5.050231      3.481333    
  1964.3 0.2147584E-01 0.4989598E-01  6.354414      3.504000    
  1964.4 0.2833266E-01 0.4953597E-01  4.314377      3.685000    
  1965.1 0.3419081E-01 0.4871666E-01  3.008505      3.899667    
  1965.2 0.3808552E-01 0.4655354E-01  3.271678      3.879000    
  1965.3 0.4066933E-01 0.4351989E-01  3.926579      3.859667    
  1965.4 0.4547167E-01 0.4102298E-01  3.991521      4.158667    
  1966.1 0.4452120E-01 0.3848268E-01  3.649034      4.630667    
  1966.2 0.4420791E-01 0.3807639E-01  3.194547      4.597333    
  1966.3 0.4681022E-01 0.3750700E-01  3.426869      5.047667    
  1966.4 0.4588490E-01 0.3683286E-01  4.084468      5.246000    
  1967.1 0.4366587E-01 0.3809930E-01  4.084836      4.533667    
  1967.2 0.4482390E-01 0.3806934E-01  4.033037      3.657333    
  1967.3 0.4457471E-01 0.3784696E-01  3.870895      4.344667    
  1967.4 0.4183456E-01 0.3915978E-01  4.073863      4.787333    
  1968.1 0.3578739E-01 0.3728355E-01  5.073023      5.064667    
  1968.2 0.3294293E-01 0.3537721E-01  5.737189      5.510000    
  1968.3 0.3134646E-01 0.3510557E-01  6.277209      5.226333    
  1968.4 0.3333025E-01 0.3392130E-01  6.919983      5.580667    
  1969.1 0.3457256E-01 0.3376971E-01  7.319999      6.137667    
  1969.2 0.3786917E-01 0.3424592E-01  6.962811      6.240000    
  1969.3 0.3600574E-01 0.3590757E-01  7.765455      7.046667    
  1969.4 0.3880578E-01 0.3581941E-01  7.593220      7.317667    
  1970.1 0.4141545E-01 0.4159508E-01  7.249416      7.262667    
  1970.2 0.4666508E-01 0.4746577E-01  7.028110      6.752333    
  1970.3 0.5111299E-01 0.5169088E-01  6.794144      6.374667    
  1970.4 0.5463585E-01 0.5802797E-01  6.531748      5.358333    
  1971.1 0.5839292E-01 0.5914467E-01  6.663834      3.863333    
  1971.2 0.6086626E-01 0.5907857E-01  6.342851      4.206000    
  1971.3 0.6092486E-01 0.5983336E-01  5.232770      5.050333    
  1971.4 0.6623906E-01 0.5954344E-01  4.864823      4.234333    
  1972.1 0.6513767E-01 0.5768041E-01  5.148424      3.435333    
  1972.2 0.6518858E-01 0.5658509E-01  5.683671      3.748333    
  1972.3 0.6453712E-01 0.5584112E-01  5.962485      4.241333    
  1972.4 0.6340591E-01 0.5304486E-01  6.138019      4.851333    
  1973.1 0.6437719E-01 0.4950510E-01  6.963413      5.639667    
  1973.2 0.6325075E-01 0.4889844E-01  7.537704      6.608333    
  1973.3 0.6596036E-01 0.4793204E-01  7.023635      8.388333    
  1973.4 0.7296646E-01 0.4769321E-01  6.180336      7.461667    
  1974.1 0.8597945E-01 0.5085049E-01  4.853175      7.600333    
  1974.2 0.8956758E-01 0.5161500E-01  4.336156      8.268000    
  1974.3 0.8944894E-01 0.5583721E-01  5.329770      8.286333    
  1974.4 0.8734502E-01 0.6556479E-01  5.658589      7.336000    
  1975.1 0.9270927E-01 0.8217515E-01  4.927679      5.873333    
  1975.2 0.8971937E-01 0.8828988E-01  4.895065      5.400667    
  1975.3 0.7937386E-01 0.8467753E-01  6.185240      6.336667    
  1975.4 0.7283731E-01 0.8259670E-01  5.905342      5.684333    
  1976.1 0.6548931E-01 0.7723461E-01  5.348704      4.953333    
  1976.2 0.6319451E-01 0.7526804E-01  5.584371      5.168667    
  1976.3 0.6583842E-01 0.7700112E-01  5.496984      5.168667    
  1976.4 0.6788111E-01 0.7733424E-01  4.927215      4.698000    
  1977.1 0.7704061E-01 0.7493048E-01  4.590718      4.624000    
  1977.2 0.7639598E-01 0.7104693E-01  5.167342      4.828667    
  1977.3 0.6639167E-01 0.6864221E-01  6.282427      5.472000    
  1977.4 0.6139928E-01 0.6612385E-01  6.044279      6.137000    
  1978.1 0.5740797E-01 0.6326666E-01  5.936834      6.408000    
  1978.2 0.5260266E-01 0.5999476E-01  6.371816      6.481000    
  1978.3 0.5156913E-01 0.6021465E-01  7.519981      7.315333    
  1978.4 0.4913596E-01 0.5883992E-01  8.997241      8.680333    
  1979.1 0.4643650E-01 0.5877879E-01  10.03698      9.357667    
  1979.2 0.4814168E-01 0.5714052E-01  10.42542      9.372333    
  1979.3 0.5471432E-01 0.5868435E-01  10.73072      9.631333    
  1979.4 0.6071916E-01 0.5940129E-01  11.57397      11.80367    
  1980.1 0.6389826E-01 0.6296949E-01  9.796067      13.45867    
  1980.2 0.6801288E-01 0.7323656E-01  8.043877      10.04933    
  1980.3 0.7429808E-01 0.7680771E-01  9.033147      9.235333    
  1980.4 0.7861547E-01 0.7398623E-01  11.54380      13.70967    
  1981.1 0.8545007E-01 0.7426606E-01  9.078145      14.36900    
  1981.2 0.9338385E-01 0.7398937E-01  7.556952      14.82900    
  1981.3 0.9849367E-01 0.7417361E-01  5.675990      15.08733    
  1981.4 0.1005072     0.8241053E-01  3.738035      12.02267    
  1982.1 0.1009397     0.8843563E-01  5.711141      12.89500    
  1982.2 0.9877558E-01 0.9425762E-01  6.928050      12.35900    
  1982.3 0.1008504     0.9942961E-01  7.581760      9.705333    
  1982.4 0.1014143     0.1067659      5.883569      7.935000    
  1983.1 0.9582843E-01 0.1039701      4.773871      8.081333    
  1983.2 0.8955238E-01 0.1010214      4.802046      8.420667    
  1983.3 0.8506616E-01 0.9360138E-01  5.595535      9.186667    
  1983.4 0.8181453E-01 0.8541760E-01  5.898668      8.793333    
  1984.1 0.8391071E-01 0.7871758E-01  5.537480      9.133333    
  1984.2 0.8033176E-01 0.7478733E-01  5.729974      9.843333    
  1984.3 0.7550649E-01 0.7451999E-01  6.871704      10.34333    
  1984.4 0.7179228E-01 0.7283015E-01  7.191501      8.973333    
  1985.1 0.7284561E-01 0.7279936E-01  6.606778      8.183333    
  1985.2 0.7398148E-01 0.7288834E-01  6.110662      7.523333    
  1985.3 0.7465589E-01 0.7210537E-01  5.405675      7.103333    
  1985.4 0.7372828E-01 0.7054201E-01  5.306754      7.146667    
  1986.1 0.7688973E-01 0.7015712E-01  4.522706      6.886667    
  1986.2 0.7780716E-01 0.7180384E-01  4.128906      6.130000    
  1986.3 0.7204354E-01 0.6991001E-01  4.556988      5.533333    
  1986.4 0.6575667E-01 0.6835172E-01  4.937426      5.340000    
  1987.1 0.6402723E-01 0.6620689E-01  5.830959      5.533333    
  1987.2 0.6180363E-01 0.6280795E-01  5.632310      5.733333    
  1987.3 0.5960053E-01 0.6014193E-01  4.695330      6.033333    
  1987.4 0.6246060E-01 0.5868976E-01  4.220023      6.003333    
  1988.1 0.6056143E-01 0.5727587E-01  4.326677      5.760000    
  1988.2 0.5933691E-01 0.5487146E-01  4.318072      6.230000    
  1988.3 0.5918640E-01 0.5492451E-01  4.070463      6.993333    
  1988.4 0.5664700E-01 0.5350265E-01  3.924874      7.703333    
  1989.1 0.5442258E-01 0.5215423E-01  4.152896      8.533333    
  1989.2 0.4987648E-01 0.5244464E-01  4.638952      8.440000    
  1989.3 0.4942851E-01 0.5277223E-01  4.583289      7.850000    
  1989.4 0.4748010E-01 0.5373561E-01  4.070108      7.633333    
  1990.1 0.4523017E-01 0.5300361E-01  5.444298      7.756667    
  1990.2 0.4240146E-01 0.5337414E-01  6.413577      7.766667    
  1990.3 0.4630027E-01 0.5687498E-01  5.709887      7.493333    
  1990.4 0.5616890E-01 0.6113686E-01  4.452559      7.023333    
  1991.1 0.6520416E-01 0.6574073E-01  3.912725      6.053333    
  1991.2 0.7414846E-01 0.6823443E-01  4.089921      5.593333    
  1991.3 0.8522480E-01 0.6853392E-01  3.948548      5.406667    
  1991.4 0.9145320E-01 0.7096660E-01  2.054895      4.583333    
  1992.1 0.9347265E-01 0.7379080E-01  1.009314      3.910000    
  1992.2 0.9286960E-01 0.7594573E-01  1.547866      3.723333    
  1992.3 0.9208863E-01 0.7626478E-01  2.277210      3.130000    
  1992.4 0.9126571E-01 0.7406133E-01  2.990603      3.076667    
  1993.1 0.8796813E-01 0.7149713E-01  3.708596      2.993333    
  1993.2 0.8838837E-01 0.7068857E-01  3.858205      2.983333    
  1993.3 0.9246706E-01 0.6799552E-01  3.810441      3.020000    
  1993.4 0.9405845E-01 0.6619143E-01  2.599163      3.080000    
  1994.1 0.9941821E-01 0.6555817E-01  1.360051      3.250000    
  1994.2 0.9881212E-01 0.6165512E-01  1.236944      4.036667    
  1994.3 0.9518614E-01 0.6001291E-01  2.090873      4.510000    
  1994.4 0.9177641E-01 0.5619378E-01  2.303109      5.283333    
  1995.1 0.9224038E-01 0.5477964E-01  1.189523      5.780000    
  1995.2 0.8866058E-01 0.5674622E-01  1.150576      5.623333    
  1995.3 0.8238174E-01 0.5658385E-01  2.141175      5.380000    
  1995.4 0.8606587E-01 0.5572015E-01  0.000000      5.270000    
  1996.1 0.8664572E-01 0.5545427E-01  0.000000      4.950000    
  1996.2 0.9199582E-01 0.5470120E-01  1.033399      5.040000    
  1996.3 0.9934326E-01 0.5259294E-01  1.290025      5.136667    
  1996.4 0.1021763     0.5310254E-01  0.000000      4.970000    
  1997.1 0.1043536     0.5223738E-01  0.000000      5.063333    
  1997.2 0.1070727     0.4974959E-01 0.4429372      5.073333    
  1997.3 0.1096228     0.4858023E-01 0.9120708      5.056667    
  1997.4 0.1088394     0.4680572E-01  0.000000      5.086667    
  1998.1 0.1056143     0.4637954E-01  0.000000      5.053333    
  1998.2 0.1025711     0.4414228E-01 0.2048646      4.976667    
  1998.3 0.9851584E-01 0.4528502E-01 0.4187890      4.823333    
  1998.4 0.9358141E-01 0.4429607E-01 0.4314072      4.253333    
  1999.1 0.8880350E-01 0.4284456E-01  1.455927      4.406667    
  1999.2 0.8400017E-01 0.4248440E-01  1.862814      4.453333    
  1999.3 0.8017004E-01 0.4243400E-01  1.052164      4.650000    
  1999.4 0.8105558E-01 0.4077788E-01 0.7201899      5.043333    
  2000.1 0.7078480E-01 0.4048765E-01  2.923861      5.520000    
  2000.2 0.6723955E-01 0.3947782E-01  4.206608      5.713333    
  2000.3 0.6666103E-01 0.4030117E-01  3.865094      6.016667    
  2000.4 0.6534653E-01 0.3918419E-01  3.534221      6.016667    
  2001.1 0.6346777E-01 0.4230321E-01  4.010027      4.816667    
  2001.2 0.6007450E-01 0.4411448E-01  4.876088      3.660000    
  2001.3 0.6214011E-01 0.4819249E-01  4.771583      3.170000    
  2001.4 0.6311105E-01 0.5537421E-01  4.006329      1.906667    
  2002.1 0.5941206E-01 0.5705425E-01  4.719918      1.820000    
  2002.2 0.5955140E-01 0.5845793E-01  5.116575      1.716667    
  2002.3 0.5749837E-01 0.5732000E-01  5.961186      1.643333    
  2002.4 0.5717082E-01 0.5851777E-01  5.815863      1.333333    
  2003.1 0.5647204E-01 0.5873963E-01  5.394773      1.156667    
  2003.2 0.6441067E-01 0.6152488E-01  4.180709      1.043333    
  2003.3 0.6987912E-01 0.6107130E-01  2.845523     0.9300000    
  2003.4 0.7478113E-01 0.5820932E-01  2.082202     0.9166667    
  2004.1 0.7425721E-01 0.5687648E-01  2.209054     0.9166667    
  2004.2 0.7247579E-01 0.5595400E-01  2.252831      1.076667    
  2004.3 0.6689524E-01 0.5440757E-01  2.301671      1.486667    
  2004.4 0.6383519E-01 0.5396538E-01  2.550738      2.006667    
  2005.1 0.6388125E-01 0.5292068E-01  1.722336      2.536667    
  2005.2 0.6094151E-01 0.5115378E-01 0.7382279      2.863333    
  2005.3 0.6018722E-01 0.4975337E-01 0.5824113      3.360000    
  2005.4 0.6346978E-01 0.4964352E-01  0.000000      3.826667    
  2006.1 0.6053110E-01 0.4731667E-01 0.7466762      4.393333    
  2006.2 0.5575320E-01 0.4666969E-01  2.159054      4.703333    
  2006.3 0.5602012E-01 0.4655398E-01  3.159006      4.906667    
  2006.4 0.5298957E-01 0.4466963E-01  2.194220      4.903333    
  2007.1 0.5316457E-01 0.4536088E-01  2.946593      4.983333    
  2007.2 0.5564213E-01 0.4507805E-01  3.744051      4.736667    
  2007.3 0.5764022E-01 0.4670151E-01  3.668246      4.303333    
  2007.4 0.6009331E-01 0.4813029E-01  3.620751      3.390000    
  2008.1 0.6518616E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.7045527E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.7432352E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.8051313E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8884982E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9557404E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.1023718     0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.1048019     0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1084406     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1078851     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1106623     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1098480     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1059982     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1072686     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1101512     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1107905     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1115300     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1110238     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1114382     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1139311     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1157113     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1117024     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1095591     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1069301     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1110312     0.7353172E-01  0.000000     0.2222305    
  2014.2 0.1155368     0.7371212E-01  0.000000     0.2267692    
  2014.3 0.1184522     0.7344075E-01  0.000000     0.2727381    
  2014.4 0.1190455     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1207918     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1249135     0.7041296E-01  0.000000     0.7056998    
  2015.3 0.1189043     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.1078476     0.6810526E-01  1.544138      1.011500    
  2016.1 0.9661231E-01 0.6720077E-01  2.792321      1.148466    
  2016.2 0.9002683E-01 0.6650839E-01  3.043810      1.268463    
  2016.3 0.8548003E-01 0.6602361E-01  3.071852      1.370028    
  2016.4 0.8188787E-01 0.6572500E-01  3.147853      1.454232    
  2017.1 0.8027640E-01 0.6557762E-01  3.026428      1.523254    
  2017.2 0.8487846E-01 0.6554472E-01  2.285418      1.579320    
  2017.3 0.8729741E-01 0.6559437E-01  1.236727      1.624370    
  2017.4 0.8930451E-01 0.6569973E-01 0.7699932      1.660170    
  2018.1 0.9606259E-01 0.6583532E-01 0.6796792      1.688692    
  2018.2 0.9255711E-01 0.6598118E-01  1.319427      1.711782    
  2018.3 0.8275064E-01 0.6612472E-01  2.292817      1.730742    
  2018.4 0.7772696E-01 0.6625905E-01  1.855314      1.746369    
  2019.1 0.7348050E-01 0.6637441E-01  1.505071      1.759767    
  2019.2 0.7168230E-01 0.6646188E-01  1.573822      1.772234    
  2019.3 0.7143422E-01 0.6651811E-01  1.668578      1.784603    
  2019.4 0.7109953E-01 0.6654506E-01  1.752219      1.797049    
  2020.1 0.7660359E-01 0.6654177E-01  1.594073      1.809908    
  2020.2 0.7240616E-01 0.6650849E-01  2.250878      1.823601    
  2020.3 0.6346143E-01 0.6644969E-01  3.286471      1.838160    
  2020.4 0.6157246E-01 0.6637212E-01  2.671449      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.241604171549E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     147 IER= 4 F=  0.223241509656E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.13668051724E-07 -0.89652841104E-07 -0.84272784409E-07

X VALUES

  0.47613845612E+00  0.12157019513E+01 -0.27114525995E+00

MEAN OF DEPENDENT VARIABLE   749999.230856592

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.476138456       0.029695963   16.03378
  2       1.100000000       1.215701951       0.067917294   17.89974
  3      -0.100000000      -0.271145260       0.065902344   -4.11435

SE of equation          =      0.010460980
Sum of squared residuals =  0.223241510E-01   0.142522521    
Sum of ABS residuals     =  0.724491628    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99998

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.104996032502E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     125 IER= 4 F=  0.664337739453E-02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.20120055140E-05  0.23868473771E-05  0.24546620286E-05

X VALUES

  0.59350665253E+00  0.10461564426E+01 -0.89937311745E-01

MEAN OF DEPENDENT VARIABLE   749999.248002607

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.593506653       0.014936643   39.73494
  2       1.100000000       1.046156443       0.068310348   15.31476
  3      -0.100000000      -0.089937312       0.064738671   -1.38924

SE of equation          =      0.005706626
Sum of squared residuals =  0.664337739E-02  -0.350922719E-01
Sum of ABS residuals     =  0.445441426    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98905

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.484937962440E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.441369799524E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.27163007295E-06  0.23936266491E-06 -0.37470391983E-06

X VALUES

  0.46200320967E+00  0.11416471382E+01 -0.20243846256E+00

MEAN OF DEPENDENT VARIABLE   749999.277063906

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.462003210       0.034539535   13.37607
  2       1.100000000       1.141647138       0.071546777   15.95665
  3      -0.100000000      -0.202438463       0.069557679   -2.91037

SE of equation          =      0.015161798
Sum of squared residuals =  0.441369800E-01   0.170021179    
Sum of ABS residuals     =   1.01777806    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99482

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.464518338434E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.314581933677E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.50495833746E-06 -0.25569146596E-05 -0.24438289205E-05

X VALUES

  0.50763084026E+00  0.94557118568E+00 -0.73785633497E-01

MEAN OF DEPENDENT VARIABLE   749999.251088480

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.507630840       0.008546424   59.39687
  2       1.100000000       0.945571186       0.069922082   13.52321
  3      -0.100000000      -0.073785633       0.062800629   -1.17492

SE of equation          =      0.012418004
Sum of squared residuals =  0.314581934E-01   0.404717765E-01
Sum of ABS residuals     =   1.02974698    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94320

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.461299465465E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.461111835698E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.80238825348E-06 -0.63785020741E-05 -0.81101525190E-05

X VALUES

  0.51901197146E+00  0.13329451198E+01 -0.37991323200E+00

MEAN OF DEPENDENT VARIABLE   749999.284065538

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.519011971       0.416249795    1.24688
  2       1.100000000       1.332945120       2.361028298    0.56456
  3      -0.100000000      -0.379913232       2.202062877   -0.17253

SE of equation          =      0.475431608
Sum of squared residuals =   46.1111836        7.79081820    
Sum of ABS residuals     =   8.87248465    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96501

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.369122699328E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 3 F=  0.364356020017E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.42207149552E-07 -0.18231373291E-06 -0.16052554676E-06

X VALUES

  0.60794142267E+00  0.63540408606E+00  0.80061659917E-01

MEAN OF DEPENDENT VARIABLE   749999.218403241

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.607941423       0.177844289    3.41839
  2       1.100000000       0.635404086       0.312670096    2.03219
  3      -0.100000000       0.080061660       0.287051028    0.27891

SE of equation          =      0.133643515
Sum of squared residuals =   3.64356020        3.07715317    
Sum of ABS residuals     =   5.78322514    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92854

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.757009496514E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 3 F=  0.672406453481E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.19471893252E-08  0.18321487456E-07  0.18966572208E-07

X VALUES

  0.94191582345E+00  0.97133598003E+00  0.21072879405E-01

MEAN OF DEPENDENT VARIABLE   749999.478438503

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.941915823       0.102399424    9.19845
  2       1.100000000       0.971335980       0.086249532   11.26193
  3      -0.100000000       0.021072879       0.086216254    0.24442

SE of equation          =      0.064031550
Sum of squared residuals =  0.672406453        1.46965615    
Sum of ABS residuals     =   5.07765620    
R squared                =    1.00000
Durbin-Watson statistic  =    1.76705

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.293133070005E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     111 IER= 4 F=  0.252165504113E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.24008934878E-05 -0.84041799534E-07  0.45326407933E-07

X VALUES

  0.53662833972E+00  0.88702743543E+00 -0.26708331245E+00

MEAN OF DEPENDENT VARIABLE   749999.293525490

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.536628340       0.031481289   17.04595
  2       1.100000000       0.887027435       0.089885484    9.86842
  3      -0.100000000      -0.267083312       0.088553715   -3.01606

SE of equation          =      0.035158291
Sum of squared residuals =  0.252165504        1.18342862    
Sum of ABS residuals     =   3.62903910    
R squared                =    1.00000
Durbin-Watson statistic  =    1.76513

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.100081137919E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.800349821451E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.15046965058E-04 -0.23115870245E-05 -0.72247446567E-05

X VALUES

  0.13348641948E+01  0.93698683348E+00 -0.80317076144E-01

MEAN OF DEPENDENT VARIABLE   749999.334225903

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.334864195       0.145299349    9.18699
  2       1.100000000       0.936986833       0.080758794   11.60229
  3      -0.100000000      -0.080317076       0.080472688   -0.99807

SE of equation          =      0.069858298
Sum of squared residuals =  0.800349821        1.66144923    
Sum of ABS residuals     =   4.99546547    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91364

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.414324789065E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     101 IER= 4 F=  0.304489818881E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.25596183703E-06  0.32780143972E-05  0.20978281664E-05

X VALUES

 -0.61479998780E-01  0.80451885489E+00  0.10647345854E+00

MEAN OF DEPENDENT VARIABLE   749999.278010334

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000      -0.061479999       0.108038558   -0.56906
  2       1.100000000       0.804518855       0.090071069    8.93205
  3      -0.100000000       0.106473459       0.087444855    1.21761

SE of equation          =      0.044179835
Sum of squared residuals =  0.304489819        1.24501013    
Sum of ABS residuals     =   3.26058429    
R squared                =    1.00000
Durbin-Watson statistic  =    1.79781

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.451622857256E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     108 IER= 4 F=  0.352664091611E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.24478416404E-05  0.26540510690E-05 -0.20951195328E-06

X VALUES

  0.49817844019E+00  0.90613904969E+00 -0.43468327627E+00

MEAN OF DEPENDENT VARIABLE   749999.279281743

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.498178440       0.033345008   14.94012
  2       1.100000000       0.906139050       0.083941072   10.79494
  3      -0.100000000      -0.434683276       0.082299915   -5.28170

SE of equation          =      0.041578186
Sum of squared residuals =  0.352664092       0.952113071    
Sum of ABS residuals     =   4.12291324    
R squared                =    1.00000
Durbin-Watson statistic  =    1.76361

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.859531534499E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.811059726179E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.29491151806E-11 -0.33132429203E-11

X VALUES

  0.13176089600E+01 -0.39791523696E+00

MEAN OF DEPENDENT VARIABLE   749999.275383428

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.317608960       0.125978858   10.45897
  2      -0.100000000      -0.397915237       0.127943883   -3.11008

SE of equation          =      0.026442190
Sum of squared residuals =  0.811059726E-01   0.915664325    
Sum of ABS residuals     =   1.39364151    
R squared                =    1.00000
Durbin-Watson statistic  =    1.43444

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.350888148806E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      37 IER= 3 F=  0.337313803620E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.51588571036E-11  0.71252565664E-11

X VALUES

  0.11836394211E+01 -0.23372274688E+00

MEAN OF DEPENDENT VARIABLE   749999.304739916

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.183639421       0.080577106   14.68953
  2      -0.100000000      -0.233722747       0.079660738   -2.93398

SE of equation          =      0.040663239
Sum of squared residuals =  0.337313804        1.67851632    
Sum of ABS residuals     =   3.64331156    
R squared                =    1.00000
Durbin-Watson statistic  =    1.80555

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4382129E-01 0.5234225E-01 0.7363233      1.083667    
  1954.2 0.4835283E-01 0.5783462E-01 0.6130230     0.8143333    
  1954.3 0.5423614E-01 0.5970489E-01 0.3802042     0.8696667    
  1954.4 0.5671590E-01 0.5361334E-01 0.3585476E-01  1.036333    
  1955.1 0.5645857E-01 0.4710636E-01 0.4252618      1.256333    
  1955.2 0.5653757E-01 0.4380454E-01  1.260490      1.614333    
  1955.3 0.5278968E-01 0.4109694E-01  2.990666      1.861333    
  1955.4 0.4923474E-01 0.4208878E-01  2.266445      2.349333    
  1956.1 0.4467702E-01 0.4031458E-01  2.307416      2.379333    
  1956.2 0.4191218E-01 0.4190614E-01  3.166961      2.596667    
  1956.3 0.4022711E-01 0.4128671E-01  3.885559      2.596667    
  1956.4 0.3801272E-01 0.4100540E-01  4.144440      3.063667    
  1957.1 0.3594990E-01 0.3946671E-01  3.873485      3.171667    
  1957.2 0.3757745E-01 0.4062513E-01  3.956594      3.157000    
  1957.3 0.3617153E-01 0.4207225E-01  4.148082      3.382333    
  1957.4 0.3346907E-01 0.4923487E-01  4.192108      3.343333    
  1958.1 0.3290054E-01 0.6275076E-01  4.643131      1.838000    
  1958.2 0.2815549E-01 0.7359928E-01  5.972821      1.017667    
  1958.3 0.2551239E-01 0.7309055E-01  6.800671      1.710667    
  1958.4 0.2180703E-01 0.6352766E-01  7.704964      2.787667    
  1959.1 0.2682233E-01 0.5798631E-01  6.869325      2.800333    
  1959.2 0.2970240E-01 0.5104500E-01  6.476734      3.019333    
  1959.3 0.4981451E-01 0.5287044E-01  5.287079      3.533000    
  1959.4 0.6753093E-01 0.5592834E-01  1.462170      4.299333    
  1960.1 0.7704430E-01 0.5159512E-01  0.000000      3.943000    
  1960.2 0.7928580E-01 0.5225835E-01 0.5170944      3.092333    
  1960.3 0.8097514E-01 0.5549938E-01 0.8907687      2.390333    
  1960.4 0.8220940E-01 0.6251647E-01 0.4700235      2.360667    
  1961.1 0.8323292E-01 0.6773354E-01  0.000000      2.376667    
  1961.2 0.8381385E-01 0.6971717E-01  0.000000      2.324667    
  1961.3 0.8180344E-01 0.6749309E-01  0.000000      2.324667    
  1961.4 0.7329387E-01 0.6171891E-01 0.6308298      2.475000    
  1962.1 0.6311397E-01 0.5614436E-01 0.8876733      2.739000    
  1962.2 0.5554978E-01 0.5482584E-01  1.459265      2.716000    
  1962.3 0.5154281E-01 0.5539051E-01  1.762404      2.858000    
  1962.4 0.4773614E-01 0.5505923E-01  1.999331      2.803333    
  1963.1 0.4419734E-01 0.5779253E-01  2.786640      2.909000    
  1963.2 0.4418040E-01 0.5680856E-01  3.672659      2.941333    
  1963.3 0.4079674E-01 0.5493742E-01  5.495061      3.280667    
  1963.4 0.3858968E-01 0.5572673E-01  4.655898      3.499333    
  1964.1 0.3640575E-01 0.5457706E-01  4.670630      3.538000    
  1964.2 0.3736184E-01 0.5220257E-01  5.859405      3.481333    
  1964.3 0.4462131E-01 0.4989598E-01  6.742920      3.504000    
  1964.4 0.4899902E-01 0.4953597E-01  5.708081      3.685000    
  1965.1 0.5690315E-01 0.4871666E-01  5.436639      3.899667    
  1965.2 0.6432661E-01 0.4655354E-01  4.601569      3.879000    
  1965.3 0.6725237E-01 0.4351989E-01  3.331711      3.859667    
  1965.4 0.7389672E-01 0.4102298E-01  2.959752      4.158667    
  1966.1 0.7468097E-01 0.3848268E-01  3.126003      4.630667    
  1966.2 0.7234079E-01 0.3807639E-01  3.222428      4.597333    
  1966.3 0.6768013E-01 0.3750700E-01  3.413921      5.047667    
  1966.4 0.6519735E-01 0.3683286E-01  3.235602      5.246000    
  1967.1 0.6324873E-01 0.3809930E-01  3.123842      4.533667    
  1967.2 0.5678715E-01 0.3806934E-01  4.296390      3.657333    
  1967.3 0.5259482E-01 0.3784696E-01  5.320671      4.344667    
  1967.4 0.4620404E-01 0.3915978E-01  6.552684      4.787333    
  1968.1 0.4367809E-01 0.3728355E-01  6.469339      5.064667    
  1968.2 0.4299883E-01 0.3537721E-01  6.362378      5.510000    
  1968.3 0.4432090E-01 0.3510557E-01  6.745345      5.226333    
  1968.4 0.4816536E-01 0.3392130E-01  7.485060      5.580667    
  1969.1 0.5053023E-01 0.3376971E-01  7.617559      6.137667    
  1969.2 0.5160165E-01 0.3424592E-01  6.956034      6.240000    
  1969.3 0.5556321E-01 0.3590757E-01  6.465526      7.046667    
  1969.4 0.5569599E-01 0.3581941E-01  5.291659      7.317667    
  1970.1 0.5944669E-01 0.4159508E-01  5.085116      7.262667    
  1970.2 0.6061695E-01 0.4746577E-01  4.723827      6.752333    
  1970.3 0.6361933E-01 0.5169088E-01  4.306604      6.374667    
  1970.4 0.6453119E-01 0.5802797E-01  3.372632      5.358333    
  1971.1 0.6105937E-01 0.5914467E-01  3.925057      3.863333    
  1971.2 0.5647633E-01 0.5907857E-01  5.100733      4.206000    
  1971.3 0.4854565E-01 0.5983336E-01  6.009459      5.050333    
  1971.4 0.3851539E-01 0.5954344E-01  7.152387      4.234333    
  1972.1 0.3507620E-01 0.5768041E-01  7.817003      3.435333    
  1972.2 0.3007497E-01 0.5658509E-01  8.992230      3.748333    
  1972.3 0.2823859E-01 0.5584112E-01  10.12371      4.241333    
  1972.4 0.3528208E-01 0.5304486E-01  8.048949      4.851333    
  1973.1 0.3903919E-01 0.4950510E-01  6.899695      5.639667    
  1973.2 0.4256589E-01 0.4889844E-01  7.647766      6.608333    
  1973.3 0.4957524E-01 0.4793204E-01  8.181737      8.388333    
  1973.4 0.5905406E-01 0.4769321E-01  7.629673      7.461667    
  1974.1 0.7205136E-01 0.5085049E-01  6.433800      7.600333    
  1974.2 0.7674277E-01 0.5161500E-01  6.040326      8.268000    
  1974.3 0.7868443E-01 0.5583721E-01  7.084354      8.286333    
  1974.4 0.7859624E-01 0.6556479E-01  7.324910      7.336000    
  1975.1 0.7798218E-01 0.8217515E-01  6.701227      5.873333    
  1975.2 0.7577324E-01 0.8828988E-01  6.643466      5.400667    
  1975.3 0.7133758E-01 0.8467753E-01  7.564984      6.336667    
  1975.4 0.6907316E-01 0.8259670E-01  7.903074      5.684333    
  1976.1 0.6596717E-01 0.7723461E-01  8.321724      4.953333    
  1976.2 0.6940469E-01 0.7526804E-01  8.540846      5.168667    
  1976.3 0.7205642E-01 0.7700112E-01  9.475945      5.168667    
  1976.4 0.7492110E-01 0.7733424E-01  7.692720      4.698000    
  1977.1 0.8205617E-01 0.7493048E-01  5.993810      4.624000    
  1977.2 0.8326782E-01 0.7104693E-01  6.492187      4.828667    
  1977.3 0.8058201E-01 0.6864221E-01  7.595337      5.472000    
  1977.4 0.8677033E-01 0.6612385E-01  5.316420      6.137000    
  1978.1 0.9281382E-01 0.6326666E-01  4.189430      6.408000    
  1978.2 0.1024062     0.5999476E-01  2.146418      6.481000    
  1978.3 0.1012769     0.6021465E-01  1.168233      7.315333    
  1978.4 0.9297202E-01 0.5883992E-01  3.303557      8.680333    
  1979.1 0.8235873E-01 0.5877879E-01  5.719797      9.357667    
  1979.2 0.7502516E-01 0.5714052E-01  6.526701      9.372333    
  1979.3 0.6519178E-01 0.5868435E-01  8.047531      9.631333    
  1979.4 0.5879083E-01 0.5940129E-01  13.59907      11.80367    
  1980.1 0.5536654E-01 0.6296949E-01  15.92123      13.45867    
  1980.2 0.5533904E-01 0.7323656E-01  13.79344      10.04933    
  1980.3 0.6603934E-01 0.7680771E-01  13.60109      9.235333    
  1980.4 0.7628495E-01 0.7398623E-01  14.39377      13.70967    
  1981.1 0.8491022E-01 0.7426606E-01  11.77425      14.36900    
  1981.2 0.9967989E-01 0.7398937E-01  10.38014      14.82900    
  1981.3 0.1101747     0.7417361E-01  6.764083      15.08733    
  1981.4 0.1175109     0.8241053E-01  4.296293      12.02267    
  1982.1 0.1174389     0.8843563E-01  8.709128      12.89500    
  1982.2 0.1155021     0.9425762E-01  11.56975      12.35900    
  1982.3 0.1127191     0.9942961E-01  9.153073      9.705333    
  1982.4 0.1057556     0.1067659      7.433679      7.935000    
  1983.1 0.9508496E-01 0.1039701      7.635945      8.081333    
  1983.2 0.8253665E-01 0.1010214      9.280722      8.420667    
  1983.3 0.7305627E-01 0.9360138E-01  10.56228      9.186667    
  1983.4 0.6593087E-01 0.8541760E-01  11.52130      8.793333    
  1984.1 0.6380826E-01 0.7871758E-01  10.98922      9.133333    
  1984.2 0.6157962E-01 0.7478733E-01  10.55274      9.843333    
  1984.3 0.6515664E-01 0.7451999E-01  10.35272      10.34333    
  1984.4 0.6632990E-01 0.7283015E-01  10.23074      8.973333    
  1985.1 0.6764094E-01 0.7279936E-01  9.120832      8.183333    
  1985.2 0.6817740E-01 0.7288834E-01  7.576310      7.523333    
  1985.3 0.6916160E-01 0.7210537E-01  6.883265      7.103333    
  1985.4 0.7307868E-01 0.7054201E-01  5.767922      7.146667    
  1986.1 0.7423857E-01 0.7015712E-01  4.906336      6.886667    
  1986.2 0.7058392E-01 0.7180384E-01  5.358785      6.130000    
  1986.3 0.6953641E-01 0.6991001E-01  6.290416      5.533333    
  1986.4 0.6534676E-01 0.6835172E-01  6.906991      5.340000    
  1987.1 0.6784515E-01 0.6620689E-01  6.626153      5.533333    
  1987.2 0.6469422E-01 0.6280795E-01  6.461785      5.733333    
  1987.3 0.6011124E-01 0.6014193E-01  7.473807      6.033333    
  1987.4 0.5525065E-01 0.5868976E-01  7.861367      6.003333    
  1988.1 0.5825832E-01 0.5727587E-01  7.062986      5.760000    
  1988.2 0.6085456E-01 0.5487146E-01  6.066625      6.230000    
  1988.3 0.6202276E-01 0.5492451E-01  5.589020      6.993333    
  1988.4 0.6217324E-01 0.5350265E-01  4.798958      7.703333    
  1989.1 0.6333179E-01 0.5215423E-01  4.482908      8.533333    
  1989.2 0.6204707E-01 0.5244464E-01  4.349056      8.440000    
  1989.3 0.6297997E-01 0.5277223E-01  4.965651      7.850000    
  1989.4 0.6149840E-01 0.5373561E-01  6.054151      7.633333    
  1990.1 0.5951892E-01 0.5300361E-01  6.673005      7.756667    
  1990.2 0.5799037E-01 0.5337414E-01  6.048290      7.766667    
  1990.3 0.6017115E-01 0.5687498E-01  4.524857      7.493333    
  1990.4 0.6905379E-01 0.6113686E-01  3.638490      7.023333    
  1991.1 0.7038964E-01 0.6574073E-01  2.961827      6.053333    
  1991.2 0.7303705E-01 0.6823443E-01  2.733613      5.593333    
  1991.3 0.7881151E-01 0.6853392E-01  1.799353      5.406667    
  1991.4 0.8399902E-01 0.7096660E-01 0.5541872      4.583333    
  1992.1 0.8365640E-01 0.7379080E-01 0.9238148      3.910000    
  1992.2 0.8417240E-01 0.7594573E-01  1.469353      3.723333    
  1992.3 0.8108176E-01 0.7626478E-01  2.373435      3.130000    
  1992.4 0.7742440E-01 0.7406133E-01  2.185000      3.076667    
  1993.1 0.7336345E-01 0.7149713E-01  1.928981      2.993333    
  1993.2 0.7151880E-01 0.7068857E-01  1.241372      2.983333    
  1993.3 0.7397251E-01 0.6799552E-01  1.138458      3.020000    
  1993.4 0.7645245E-01 0.6619143E-01  1.322501      3.080000    
  1994.1 0.7981228E-01 0.6555817E-01  0.000000      3.250000    
  1994.2 0.8319207E-01 0.6165512E-01  0.000000      4.036667    
  1994.3 0.8791021E-01 0.6001291E-01  0.000000      4.510000    
  1994.4 0.9492861E-01 0.5619378E-01  0.000000      5.283333    
  1995.1 0.9666657E-01 0.5477964E-01  0.000000      5.780000    
  1995.2 0.9577960E-01 0.5674622E-01  0.000000      5.623333    
  1995.3 0.9802021E-01 0.5658385E-01  0.000000      5.380000    
  1995.4 0.9933943E-01 0.5572015E-01  0.000000      5.270000    
  1996.1 0.9603955E-01 0.5545427E-01  0.000000      4.950000    
  1996.2 0.9554981E-01 0.5470120E-01 0.1577578E-01  5.040000    
  1996.3 0.9307744E-01 0.5259294E-01  0.000000      5.136667    
  1996.4 0.9019865E-01 0.5310254E-01  0.000000      4.970000    
  1997.1 0.8972483E-01 0.5223738E-01  0.000000      5.063333    
  1997.2 0.8737316E-01 0.4974959E-01  0.000000      5.073333    
  1997.3 0.8684038E-01 0.4858023E-01  0.000000      5.056667    
  1997.4 0.9022080E-01 0.4680572E-01  0.000000      5.086667    
  1998.1 0.8718015E-01 0.4637954E-01  0.000000      5.053333    
  1998.2 0.8380892E-01 0.4414228E-01  0.000000      4.976667    
  1998.3 0.8286139E-01 0.4528502E-01 0.4225872      4.823333    
  1998.4 0.8141818E-01 0.4429607E-01 0.6054227      4.253333    
  1999.1 0.7761610E-01 0.4284456E-01  1.102929      4.406667    
  1999.2 0.7330964E-01 0.4248440E-01  1.587666      4.453333    
  1999.3 0.7385910E-01 0.4243400E-01  1.502394      4.650000    
  1999.4 0.7265671E-01 0.4077788E-01 0.9563305      5.043333    
  2000.1 0.6758899E-01 0.4048765E-01  2.299287      5.520000    
  2000.2 0.6973291E-01 0.3947782E-01  3.146634      5.713333    
  2000.3 0.7132915E-01 0.4030117E-01  3.914120      6.016667    
  2000.4 0.7197291E-01 0.3918419E-01  2.316155      6.016667    
  2001.1 0.7065884E-01 0.4230321E-01  1.960139      4.816667    
  2001.2 0.6816156E-01 0.4411448E-01  3.182498      3.660000    
  2001.3 0.7097676E-01 0.4819249E-01  3.570980      3.170000    
  2001.4 0.7267793E-01 0.5537421E-01  2.828594      1.906667    
  2002.1 0.7126772E-01 0.5705425E-01  2.802868      1.820000    
  2002.2 0.7296914E-01 0.5845793E-01  2.846065      1.716667    
  2002.3 0.7114727E-01 0.5732000E-01  2.666400      1.643333    
  2002.4 0.6991112E-01 0.5851777E-01  2.702569      1.333333    
  2003.1 0.7025666E-01 0.5873963E-01  3.500557      1.156667    
  2003.2 0.7167797E-01 0.6152488E-01  3.589333      1.043333    
  2003.3 0.7165369E-01 0.6107130E-01  3.408864     0.9300000    
  2003.4 0.7103563E-01 0.5820932E-01  3.499926     0.9166667    
  2004.1 0.6610181E-01 0.5687648E-01  4.099886     0.9166667    
  2004.2 0.6545126E-01 0.5595400E-01  4.197199      1.076667    
  2004.3 0.6262682E-01 0.5440757E-01  4.366362      1.486667    
  2004.4 0.6390700E-01 0.5396538E-01  4.557674      2.006667    
  2005.1 0.7201426E-01 0.5292068E-01  3.477296      2.536667    
  2005.2 0.7226046E-01 0.5115378E-01  3.247745      2.863333    
  2005.3 0.6876608E-01 0.4975337E-01  3.914264      3.360000    
  2005.4 0.7439420E-01 0.4964352E-01  1.449279      3.826667    
  2006.1 0.7349135E-01 0.4731667E-01  1.057368      4.393333    
  2006.2 0.7409393E-01 0.4666969E-01  2.106134      4.703333    
  2006.3 0.7265218E-01 0.4655398E-01  2.785991      4.906667    
  2006.4 0.6963624E-01 0.4466963E-01  2.728259      4.903333    
  2007.1 0.6806975E-01 0.4536088E-01  3.245616      4.983333    
  2007.2 0.6565505E-01 0.4507805E-01  3.390868      4.736667    
  2007.3 0.6350259E-01 0.4670151E-01  2.480457      4.303333    
  2007.4 0.6725872E-01 0.4813029E-01  2.007376      3.390000    
  2008.1 0.7347401E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.7103776E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6444785E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6808657E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7461418E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8119406E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8900926E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9986481E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1038055     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1045990     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1106352     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1130698     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1115664     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1106173     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1118679     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1115501     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1108294     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1124332     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1074693     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1028144     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9898282E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9841629E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9911002E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9970012E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1007931     0.7353172E-01 0.3460539     0.2222305    
  2014.2 0.1010766     0.7371212E-01  0.000000     0.2267692    
  2014.3 0.1053552     0.7344075E-01  0.000000     0.2727381    
  2014.4 0.1074521     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1081640     0.7163268E-01 0.2923221     0.5446822    
  2015.2 0.1073563     0.7041296E-01 0.1473520E-01 0.7056998    
  2015.3 0.1061153     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.1091144     0.6810526E-01  0.000000      1.011500    
  2016.1 0.1122685     0.6720077E-01  0.000000      1.148466    
  2016.2 0.1107408     0.6650839E-01 0.1419414      1.268463    
  2016.3 0.1037743     0.6602361E-01 0.7003127      1.370028    
  2016.4 0.1061075     0.6572500E-01  0.000000      1.454232    
  2017.1 0.1075575     0.6557762E-01  0.000000      1.523254    
  2017.2 0.1084718     0.6554472E-01  0.000000      1.579320    
  2017.3 0.1131215     0.6559437E-01  0.000000      1.624370    
  2017.4 0.1151894     0.6569973E-01  0.000000      1.660170    
  2018.1 0.1144949     0.6583532E-01 0.7351342E-01  1.688692    
  2018.2 0.1092382     0.6598118E-01 0.2729564      1.711782    
  2018.3 0.1074781     0.6612472E-01 0.5020117      1.730742    
  2018.4 0.1021683     0.6625905E-01  0.000000      1.746369    
  2019.1 0.1006520     0.6637441E-01 0.2854588E-01  1.759767    
  2019.2 0.9851251E-01 0.6646188E-01  0.000000      1.772234    
  2019.3 0.9631006E-01 0.6651811E-01  0.000000      1.784603    
  2019.4 0.9339098E-01 0.6654506E-01 0.2205677      1.797049    
  2020.1 0.8939195E-01 0.6654177E-01 0.4143176      1.809908    
  2020.2 0.8778409E-01 0.6650849E-01 0.5879746      1.823601    
  2020.3 0.8514035E-01 0.6644969E-01 0.8403856      1.838160    
  2020.4 0.8449899E-01 0.6637212E-01 0.9031841      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.260934240293E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.244106467401E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.27653250614E-05  0.98464551135E-05  0.99458249028E-05

X VALUES

  0.53285658889E+00  0.10642994310E+01 -0.12387002971E+00

MEAN OF DEPENDENT VARIABLE   749999.221605167

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.532856589       0.017853258   29.84646
  2       1.100000000       1.064299431       0.073573012   14.46589
  3      -0.100000000      -0.123870030       0.071253948   -1.73843

SE of equation          =      0.010938923
Sum of squared residuals =  0.244106467E-01   0.154469091    
Sum of ABS residuals     =  0.750004413    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99967

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.255110167836E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     121 IER= 4 F=  0.146021520611E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.53619803934E-05  0.99991816060E-06  0.10604132403E-05

X VALUES

  0.66728295620E+00  0.10564491228E+01 -0.10817047382E+00

MEAN OF DEPENDENT VARIABLE   749999.237003059

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.667282956       0.016679062   40.00722
  2       1.100000000       1.056449123       0.071574886   14.76005
  3      -0.100000000      -0.108170474       0.067304191   -1.60719

SE of equation          =      0.008460448
Sum of squared residuals =  0.146021521E-01   0.643225611E-01
Sum of ABS residuals     =  0.655002484    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99948

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.498389536076E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.460591394121E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.43380838617E-08 -0.14380334224E-06 -0.18016021215E-06

X VALUES

  0.54834276334E+00  0.10880101150E+01 -0.14840862824E+00

MEAN OF DEPENDENT VARIABLE   749999.260059120

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.548342763       0.027771126   19.74507
  2       1.100000000       1.088010115       0.074677572   14.56944
  3      -0.100000000      -0.148408628       0.072168337   -2.05642

SE of equation          =      0.015488426
Sum of squared residuals =  0.460591394E-01   0.781851478E-01
Sum of ABS residuals     =   1.16711393    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99947

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.503902552840E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     115 IER= 4 F=  0.473609697050E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.27844501201E-08 -0.16246492514E-07 -0.15368036996E-07

X VALUES

  0.54489173127E+00  0.10663517294E+01 -0.85126326061E-01

MEAN OF DEPENDENT VARIABLE   749999.282902332

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.544891731       0.017067362   31.92595
  2       1.100000000       1.066351729       0.072056922   14.79874
  3      -0.100000000      -0.085126326       0.070641615   -1.20505

SE of equation          =      0.015236851
Sum of squared residuals =  0.473609697E-01   0.905714930E-01
Sum of ABS residuals     =   1.34719081    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99892

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.331577102228E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.331416870413E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.19956284258E-06 -0.92404281460E-05 -0.97480178086E-05

X VALUES

  0.54511188890E+00  0.99190774171E+00 -0.47050803075E-01

MEAN OF DEPENDENT VARIABLE   749999.266454794

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.545111889       0.280172062    1.94563
  2       1.100000000       0.991907742       1.977085025    0.50170
  3      -0.100000000      -0.047050803       1.870001287   -0.02516

SE of equation          =      0.403062340
Sum of squared residuals =   33.1416870        6.37125141    
Sum of ABS residuals     =   7.93316517    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96597

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.159554970613E+01

TERMINATION. ITERS=    7 FUNCTION EVALS=     113 IER= 4 F=  0.155492149165E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.12514575456E-06 -0.93285314499E-06 -0.23415386004E-06

X VALUES

  0.37173118187E+00  0.73885300808E+00  0.11398257482E+00

MEAN OF DEPENDENT VARIABLE   749999.261478684

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.371731182       0.134800654    2.75764
  2       1.100000000       0.738853008       0.186983706    3.95143
  3      -0.100000000       0.113982575       0.180827266    0.63034

SE of equation          =      0.087305007
Sum of squared residuals =   1.55492149        2.95117753    
Sum of ABS residuals     =   4.76381956    
R squared                =    1.00000
Durbin-Watson statistic  =    1.87543

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.841978293482E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 3 F=  0.773568005322E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.85152802737E-08 -0.49322904179E-07 -0.49370908496E-07

X VALUES

  0.77986851969E+00  0.95814123609E+00  0.26939896875E-01

MEAN OF DEPENDENT VARIABLE   749999.392680971

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.779868520       0.082787686    9.42010
  2       1.100000000       0.958141236       0.082035091   11.67965
  3      -0.100000000       0.026939897       0.081804662    0.32932

SE of equation          =      0.068679532
Sum of squared residuals =  0.773568005        1.32712613    
Sum of ABS residuals     =   5.18400666    
R squared                =    1.00000
Durbin-Watson statistic  =    1.86999

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.357613118926E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      80 IER= 4 F=  0.322572098119E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.50614492877E-04 -0.14010784959E-04 -0.14597539869E-04

X VALUES

  0.58183533202E+00  0.94785374633E+00 -0.20831524902E+00

MEAN OF DEPENDENT VARIABLE   749999.259912799

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.581835332       0.048860396   11.90812
  2       1.100000000       0.947853746       0.096385571    9.83398
  3      -0.100000000      -0.208315249       0.095633521   -2.17827

SE of equation          =      0.039764755
Sum of squared residuals =  0.322572098        1.04721702    
Sum of ABS residuals     =   3.75097773    
R squared                =    1.00000
Durbin-Watson statistic  =    1.71674

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.354019826967E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.322329053808E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.15127459940E-06 -0.10724811779E-07 -0.15909524609E-06

X VALUES

  0.64114791453E+00  0.12126745109E+01 -0.32632163523E+00

MEAN OF DEPENDENT VARIABLE   749999.246372859

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.641147915       0.084034954    7.62954
  2       1.100000000       1.212674511       0.077857794   15.57551
  3      -0.100000000      -0.326321635       0.078585653   -4.15243

SE of equation          =      0.044333070
Sum of squared residuals =  0.322329054       0.729777137    
Sum of ABS residuals     =   3.24999789    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96823

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.351984222786E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     115 IER= 4 F=  0.299299366478E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.51191720114E-09  0.47658202490E-07  0.12524558353E-07

X VALUES

  0.52050138794E-01  0.93226368360E+00 -0.41573825448E-01

MEAN OF DEPENDENT VARIABLE   749999.280746817

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.052050139       0.113220384    0.45972
  2       1.100000000       0.932263684       0.091650158   10.17198
  3      -0.100000000      -0.041573825       0.091954686   -0.45211

SE of equation          =      0.043801663
Sum of squared residuals =  0.299299366        1.47967905    
Sum of ABS residuals     =   2.80824833    
R squared                =    1.00000
Durbin-Watson statistic  =    1.87775

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.656282103112E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      90 IER= 4 F=  0.459606785406E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10442569553E-06 -0.97869331032E-06  0.54476237275E-06

X VALUES

  0.53414482794E+00  0.10549362301E+01 -0.61783614018E+00

MEAN OF DEPENDENT VARIABLE   749999.271439700

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.534144828       0.038154402   13.99956
  2       1.100000000       1.054936230       0.080473467   13.10912
  3      -0.100000000      -0.617836140       0.078304688   -7.89016

SE of equation          =      0.047465508
Sum of squared residuals =  0.459606785        1.90664452    
Sum of ABS residuals     =   4.47653008    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68816

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.626356232284E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      37 IER= 3 F=  0.610828943270E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.14266428134E-10  0.15101741163E-10

X VALUES

  0.10627385522E+01 -0.13784292478E+00

MEAN OF DEPENDENT VARIABLE   749999.246639347

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.062738552       0.198573746    5.35186
  2      -0.100000000      -0.137842925       0.188593247   -0.73090

SE of equation          =      0.022947259
Sum of squared residuals =  0.610828943E-01   0.613308720    
Sum of ABS residuals     =   1.04552371    
R squared                =    1.00000
Durbin-Watson statistic  =    1.34628

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.430753186665E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.424420371330E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.12401427780E-09 -0.11916896868E-09

X VALUES

  0.12376666290E+01 -0.24688398732E+00

MEAN OF DEPENDENT VARIABLE   749999.304430541

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.237666629       0.081629438   15.16201
  2      -0.100000000      -0.246883987       0.084293113   -2.92887

SE of equation          =      0.045612411
Sum of squared residuals =  0.424420371        1.84121955    
Sum of ABS residuals     =   4.21202574    
R squared                =    1.00000
Durbin-Watson statistic  =    1.82949

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5027287E-01 0.5234225E-01 0.7789740      1.083667    
  1954.2 0.5758059E-01 0.5783462E-01  0.000000     0.8143333    
  1954.3 0.5969026E-01 0.5970489E-01 0.3123323     0.8696667    
  1954.4 0.5659291E-01 0.5361334E-01  1.238009      1.036333    
  1955.1 0.5085182E-01 0.4710636E-01  2.840807      1.256333    
  1955.2 0.4618401E-01 0.4380454E-01  3.679987      1.614333    
  1955.3 0.3943140E-01 0.4109694E-01  4.009586      1.861333    
  1955.4 0.3497443E-01 0.4208878E-01  4.590945      2.349333    
  1956.1 0.3388901E-01 0.4031458E-01  4.640003      2.379333    
  1956.2 0.2980711E-01 0.4190614E-01  5.043324      2.596667    
  1956.3 0.2643362E-01 0.4128671E-01  5.655372      2.596667    
  1956.4 0.2542423E-01 0.4100540E-01  5.549752      3.063667    
  1957.1 0.2428187E-01 0.3946671E-01  5.743638      3.171667    
  1957.2 0.2596888E-01 0.4062513E-01  6.429166      3.157000    
  1957.3 0.2709489E-01 0.4207225E-01  7.997325      3.382333    
  1957.4 0.2815240E-01 0.4923487E-01  6.769915      3.343333    
  1958.1 0.3136888E-01 0.6275076E-01  5.958970      1.838000    
  1958.2 0.3035290E-01 0.7359928E-01  6.284900      1.017667    
  1958.3 0.3199247E-01 0.7309055E-01  6.425099      1.710667    
  1958.4 0.3155955E-01 0.6352766E-01  5.945058      2.787667    
  1959.1 0.3021486E-01 0.5798631E-01  5.733730      2.800333    
  1959.2 0.2655062E-01 0.5104500E-01  5.976247      3.019333    
  1959.3 0.4139365E-01 0.5287044E-01  5.828827      3.533000    
  1959.4 0.4440634E-01 0.5592834E-01  6.641956      4.299333    
  1960.1 0.4462354E-01 0.5159512E-01  6.685463      3.943000    
  1960.2 0.4518731E-01 0.5225835E-01  6.304827      3.092333    
  1960.3 0.4802025E-01 0.5549938E-01  6.149134      2.390333    
  1960.4 0.5120191E-01 0.6251647E-01  6.243472      2.360667    
  1961.1 0.5415744E-01 0.6773354E-01  5.715983      2.376667    
  1961.2 0.5369279E-01 0.6971717E-01  4.947754      2.324667    
  1961.3 0.5289935E-01 0.6749309E-01  5.545313      2.324667    
  1961.4 0.4706786E-01 0.6171891E-01  7.386307      2.475000    
  1962.1 0.4863162E-01 0.5614436E-01  7.017810      2.739000    
  1962.2 0.4661404E-01 0.5482584E-01  6.388628      2.716000    
  1962.3 0.4474156E-01 0.5539051E-01  6.904235      2.858000    
  1962.4 0.4242127E-01 0.5505923E-01  7.305939      2.803333    
  1963.1 0.4237152E-01 0.5779253E-01  7.564072      2.909000    
  1963.2 0.4292181E-01 0.5680856E-01  8.122130      2.941333    
  1963.3 0.4934782E-01 0.5493742E-01  8.504958      3.280667    
  1963.4 0.5195756E-01 0.5572673E-01  7.216610      3.499333    
  1964.1 0.5752372E-01 0.5457706E-01  5.723960      3.538000    
  1964.2 0.6513396E-01 0.5220257E-01  4.791841      3.481333    
  1964.3 0.7294126E-01 0.4989598E-01  3.429069      3.504000    
  1964.4 0.7583096E-01 0.4953597E-01  2.941049      3.685000    
  1965.1 0.8156154E-01 0.4871666E-01  3.432330      3.899667    
  1965.2 0.8618199E-01 0.4655354E-01  2.988909      3.879000    
  1965.3 0.8457616E-01 0.4351989E-01  2.517731      3.859667    
  1965.4 0.8084269E-01 0.4102298E-01  2.963025      4.158667    
  1966.1 0.7335725E-01 0.3848268E-01  3.125028      4.630667    
  1966.2 0.6760884E-01 0.3807639E-01  3.307076      4.597333    
  1966.3 0.5927364E-01 0.3750700E-01  3.716295      5.047667    
  1966.4 0.5125466E-01 0.3683286E-01  4.239646      5.246000    
  1967.1 0.4554139E-01 0.3809930E-01  4.515143      4.533667    
  1967.2 0.4256646E-01 0.3806934E-01  4.828023      3.657333    
  1967.3 0.4288586E-01 0.3784696E-01  4.319616      4.344667    
  1967.4 0.3996956E-01 0.3915978E-01  4.630485      4.787333    
  1968.1 0.3971382E-01 0.3728355E-01  4.552112      5.064667    
  1968.2 0.3945240E-01 0.3537721E-01  4.588673      5.510000    
  1968.3 0.4397879E-01 0.3510557E-01  4.550370      5.226333    
  1968.4 0.4631901E-01 0.3392130E-01  4.907163      5.580667    
  1969.1 0.4877059E-01 0.3376971E-01  4.642464      6.137667    
  1969.2 0.5246161E-01 0.3424592E-01  4.029293      6.240000    
  1969.3 0.5641869E-01 0.3590757E-01  2.966008      7.046667    
  1969.4 0.5707457E-01 0.3581941E-01  2.966388      7.317667    
  1970.1 0.5722976E-01 0.4159508E-01  3.102005      7.262667    
  1970.2 0.5571220E-01 0.4746577E-01  3.798569      6.752333    
  1970.3 0.5348206E-01 0.5169088E-01  4.884618      6.374667    
  1970.4 0.5019233E-01 0.5802797E-01  6.152651      5.358333    
  1971.1 0.4655640E-01 0.5914467E-01  6.392293      3.863333    
  1971.2 0.4580231E-01 0.5907857E-01  6.610561      4.206000    
  1971.3 0.4492804E-01 0.5983336E-01  6.808951      5.050333    
  1971.4 0.4520941E-01 0.5954344E-01  7.067262      4.234333    
  1972.1 0.4836271E-01 0.5768041E-01  6.661215      3.435333    
  1972.2 0.5009143E-01 0.5658509E-01  6.544970      3.748333    
  1972.3 0.5069028E-01 0.5584112E-01  6.751035      4.241333    
  1972.4 0.5183686E-01 0.5304486E-01  6.554373      4.851333    
  1973.1 0.5133870E-01 0.4950510E-01  7.078683      5.639667    
  1973.2 0.5052985E-01 0.4889844E-01  7.935787      6.608333    
  1973.3 0.4670985E-01 0.4793204E-01  8.714406      8.388333    
  1973.4 0.4033567E-01 0.4769321E-01  9.521888      7.461667    
  1974.1 0.3950859E-01 0.5085049E-01  9.662774      7.600333    
  1974.2 0.4164335E-01 0.5161500E-01  9.276646      8.268000    
  1974.3 0.4608625E-01 0.5583721E-01  8.564124      8.286333    
  1974.4 0.4840406E-01 0.6556479E-01  8.317111      7.336000    
  1975.1 0.5220604E-01 0.8217515E-01  8.331321      5.873333    
  1975.2 0.5577236E-01 0.8828988E-01  7.611480      5.400667    
  1975.3 0.6111013E-01 0.8467753E-01  7.097398      6.336667    
  1975.4 0.6520678E-01 0.8259670E-01  5.786109      5.684333    
  1976.1 0.6869225E-01 0.7723461E-01  5.046406      4.953333    
  1976.2 0.7384704E-01 0.7526804E-01  4.922435      5.168667    
  1976.3 0.7857195E-01 0.7700112E-01  4.246576      5.168667    
  1976.4 0.7813287E-01 0.7733424E-01  3.954203      4.698000    
  1977.1 0.7907230E-01 0.7493048E-01  4.047401      4.624000    
  1977.2 0.7605205E-01 0.7104693E-01  4.261094      4.828667    
  1977.3 0.7245451E-01 0.6864221E-01  5.440127      5.472000    
  1977.4 0.6669105E-01 0.6612385E-01  7.326586      6.137000    
  1978.1 0.6495624E-01 0.6326666E-01  7.305643      6.408000    
  1978.2 0.6396064E-01 0.5999476E-01  6.631745      6.481000    
  1978.3 0.6232431E-01 0.6021465E-01  6.210317      7.315333    
  1978.4 0.6162046E-01 0.5883992E-01  5.754193      8.680333    
  1979.1 0.5999469E-01 0.5877879E-01  6.793124      9.357667    
  1979.2 0.6142147E-01 0.5714052E-01  7.890229      9.372333    
  1979.3 0.6680206E-01 0.5868435E-01  8.562298      9.631333    
  1979.4 0.7111026E-01 0.5940129E-01  10.18459      11.80367    
  1980.1 0.7471064E-01 0.6296949E-01  8.286404      13.45867    
  1980.2 0.7365141E-01 0.7323656E-01  7.821340      10.04933    
  1980.3 0.7732939E-01 0.7680771E-01  9.346395      9.235333    
  1980.4 0.7719819E-01 0.7398623E-01  12.32778      13.70967    
  1981.1 0.8156042E-01 0.7426606E-01  11.53572      14.36900    
  1981.2 0.8725373E-01 0.7398937E-01  10.84555      14.82900    
  1981.3 0.9135378E-01 0.7417361E-01  9.421690      15.08733    
  1981.4 0.9289144E-01 0.8241053E-01  10.53826      12.02267    
  1982.1 0.9029601E-01 0.8843563E-01  13.89769      12.89500    
  1982.2 0.8896318E-01 0.9425762E-01  12.92950      12.35900    
  1982.3 0.8516182E-01 0.9942961E-01  12.41413      9.705333    
  1982.4 0.7958686E-01 0.1067659      11.82164      7.935000    
  1983.1 0.7686899E-01 0.1039701      10.96122      8.081333    
  1983.2 0.7610632E-01 0.1010214      10.23748      8.420667    
  1983.3 0.7564355E-01 0.9360138E-01  9.094537      9.186667    
  1983.4 0.7371582E-01 0.8541760E-01  8.431806      8.793333    
  1984.1 0.7246450E-01 0.7871758E-01  8.472465      9.133333    
  1984.2 0.7203726E-01 0.7478733E-01  8.336769      9.843333    
  1984.3 0.7037444E-01 0.7451999E-01  8.345758      10.34333    
  1984.4 0.6766989E-01 0.7283015E-01  8.537306      8.973333    
  1985.1 0.6253051E-01 0.7279936E-01  9.225636      8.183333    
  1985.2 0.5913560E-01 0.7288834E-01  9.423207      7.523333    
  1985.3 0.5153094E-01 0.7210537E-01  10.37845      7.103333    
  1985.4 0.4553556E-01 0.7054201E-01  10.41791      7.146667    
  1986.1 0.4077098E-01 0.7015712E-01  9.523308      6.886667    
  1986.2 0.3665673E-01 0.7180384E-01  9.290548      6.130000    
  1986.3 0.3667327E-01 0.6991001E-01  9.346591      5.533333    
  1986.4 0.3712697E-01 0.6835172E-01  8.871343      5.340000    
  1987.1 0.4050090E-01 0.6620689E-01  8.042110      5.533333    
  1987.2 0.4306351E-01 0.6280795E-01  7.352939      5.733333    
  1987.3 0.4849414E-01 0.6014193E-01  7.116363      6.033333    
  1987.4 0.4938632E-01 0.5868976E-01  7.033786      6.003333    
  1988.1 0.5059013E-01 0.5727587E-01  7.627557      5.760000    
  1988.2 0.4847993E-01 0.5487146E-01  7.973101      6.230000    
  1988.3 0.4818732E-01 0.5492451E-01  7.414097      6.993333    
  1988.4 0.4991730E-01 0.5350265E-01  6.465737      7.703333    
  1989.1 0.5591243E-01 0.5215423E-01  4.732611      8.533333    
  1989.2 0.5861301E-01 0.5244464E-01  3.226092      8.440000    
  1989.3 0.6111971E-01 0.5277223E-01  2.567454      7.850000    
  1989.4 0.6478124E-01 0.5373561E-01  1.360069      7.633333    
  1990.1 0.6185052E-01 0.5300361E-01  1.598714      7.756667    
  1990.2 0.5833299E-01 0.5337414E-01  2.505160      7.766667    
  1990.3 0.5738266E-01 0.5687498E-01  3.039322      7.493333    
  1990.4 0.5753083E-01 0.6113686E-01  3.080347      7.023333    
  1991.1 0.5729957E-01 0.6574073E-01  2.892778      6.053333    
  1991.2 0.5485758E-01 0.6823443E-01  3.155100      5.593333    
  1991.3 0.5610728E-01 0.6853392E-01  3.126565      5.406667    
  1991.4 0.5552818E-01 0.7096660E-01  2.539796      4.583333    
  1992.1 0.5465294E-01 0.7379080E-01  3.220567      3.910000    
  1992.2 0.6001634E-01 0.7594573E-01  1.736761      3.723333    
  1992.3 0.5303698E-01 0.7626478E-01  1.145879      3.130000    
  1992.4 0.4410207E-01 0.7406133E-01  3.752408      3.076667    
  1993.1 0.3796197E-01 0.7149713E-01  5.780153      2.993333    
  1993.2 0.3408272E-01 0.7068857E-01  6.468048      2.983333    
  1993.3 0.3563531E-01 0.6799552E-01  6.417347      3.020000    
  1993.4 0.3486736E-01 0.6619143E-01  7.266321      3.080000    
  1994.1 0.4283277E-01 0.6555817E-01  6.645415      3.250000    
  1994.2 0.5316898E-01 0.6165512E-01  5.156579      4.036667    
  1994.3 0.6258696E-01 0.6001291E-01  3.380220      4.510000    
  1994.4 0.6824031E-01 0.5619378E-01  2.690978      5.283333    
  1995.1 0.6973276E-01 0.5477964E-01  2.758344      5.780000    
  1995.2 0.7196608E-01 0.5674622E-01  2.626443      5.623333    
  1995.3 0.7369496E-01 0.5658385E-01  2.612606      5.380000    
  1995.4 0.7464374E-01 0.5572015E-01  2.745045      5.270000    
  1996.1 0.7337255E-01 0.5545427E-01  2.561232      4.950000    
  1996.2 0.7118986E-01 0.5470120E-01  2.755943      5.040000    
  1996.3 0.6952852E-01 0.5259294E-01  2.862811      5.136667    
  1996.4 0.6858923E-01 0.5310254E-01  2.781389      4.970000    
  1997.1 0.6639729E-01 0.5223738E-01  3.746008      5.063333    
  1997.2 0.6428938E-01 0.4974959E-01  4.379745      5.073333    
  1997.3 0.5978351E-01 0.4858023E-01  4.746484      5.056667    
  1997.4 0.5521868E-01 0.4680572E-01  4.945579      5.086667    
  1998.1 0.5267415E-01 0.4637954E-01  5.515866      5.053333    
  1998.2 0.4940986E-01 0.4414228E-01  5.729116      4.976667    
  1998.3 0.4663713E-01 0.4528502E-01  5.838449      4.823333    
  1998.4 0.4325283E-01 0.4429607E-01  6.074692      4.253333    
  1999.1 0.3869961E-01 0.4284456E-01  6.392779      4.406667    
  1999.2 0.3595660E-01 0.4248440E-01  6.536870      4.453333    
  1999.3 0.3567078E-01 0.4243400E-01  6.337914      4.650000    
  1999.4 0.3635644E-01 0.4077788E-01  6.217376      5.043333    
  2000.1 0.3036062E-01 0.4048765E-01  7.887935      5.520000    
  2000.2 0.3292913E-01 0.3947782E-01  8.436417      5.713333    
  2000.3 0.3506097E-01 0.4030117E-01  7.836623      6.016667    
  2000.4 0.3540563E-01 0.3918419E-01  7.504390      6.016667    
  2001.1 0.3435467E-01 0.4230321E-01  8.523247      4.816667    
  2001.2 0.3359961E-01 0.4411448E-01  9.484978      3.660000    
  2001.3 0.3690356E-01 0.4819249E-01  9.491726      3.170000    
  2001.4 0.3561190E-01 0.5537421E-01  8.101460      1.906667    
  2002.1 0.3967772E-01 0.5705425E-01  6.960883      1.820000    
  2002.2 0.4344451E-01 0.5845793E-01  5.592324      1.716667    
  2002.3 0.4865369E-01 0.5732000E-01  4.765189      1.643333    
  2002.4 0.5622443E-01 0.5851777E-01  3.526838      1.333333    
  2003.1 0.5488997E-01 0.5873963E-01  3.463782      1.156667    
  2003.2 0.6093397E-01 0.6152488E-01  2.985746      1.043333    
  2003.3 0.6329890E-01 0.6107130E-01  2.062937     0.9300000    
  2003.4 0.6462898E-01 0.5820932E-01  1.570092     0.9166667    
  2004.1 0.6256199E-01 0.5687648E-01  1.903728     0.9166667    
  2004.2 0.6161733E-01 0.5595400E-01  2.214943      1.076667    
  2004.3 0.5373027E-01 0.5440757E-01  2.351333      1.486667    
  2004.4 0.4913497E-01 0.5396538E-01  2.392263      2.006667    
  2005.1 0.5148159E-01 0.5292068E-01  2.947343      2.536667    
  2005.2 0.5159787E-01 0.5115378E-01  3.754657      2.863333    
  2005.3 0.4764119E-01 0.4975337E-01  5.491082      3.360000    
  2005.4 0.4449046E-01 0.4964352E-01  4.441253      3.826667    
  2006.1 0.4427987E-01 0.4731667E-01  2.767510      4.393333    
  2006.2 0.4481149E-01 0.4666969E-01  2.035953      4.703333    
  2006.3 0.4823766E-01 0.4655398E-01  2.264423      4.906667    
  2006.4 0.5468941E-01 0.4466963E-01  1.083964      4.903333    
  2007.1 0.5463933E-01 0.4536088E-01  1.083749      4.983333    
  2007.2 0.5277635E-01 0.4507805E-01  2.008866      4.736667    
  2007.3 0.5140761E-01 0.4670151E-01  2.426969      4.303333    
  2007.4 0.4972285E-01 0.4813029E-01  2.633862      3.390000    
  2008.1 0.5151807E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5489638E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5740197E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6367844E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6777619E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7185277E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.7785776E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8389871E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8805371E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9239741E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1012188     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1043902     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1067250     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1045696     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1035194     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1012153     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9922222E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9941985E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9856734E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9704194E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9388090E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9578437E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9713123E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9722049E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.9540128E-01 0.7353172E-01  0.000000     0.2222305    
  2014.2 0.9401104E-01 0.7371212E-01 0.6156795E-01 0.2267692    
  2014.3 0.9048535E-01 0.7344075E-01 0.4402500     0.2727381    
  2014.4 0.8849822E-01 0.7270034E-01 0.6521002     0.3896289    
  2015.1 0.8402313E-01 0.7163268E-01  1.321042     0.5446822    
  2015.2 0.7765588E-01 0.7041296E-01  2.034063     0.7056998    
  2015.3 0.7663943E-01 0.6919799E-01  2.486198     0.8622789    
  2015.4 0.7299583E-01 0.6810526E-01  1.502099      1.011500    
  2016.1 0.6896207E-01 0.6720077E-01  1.739653      1.148466    
  2016.2 0.7059385E-01 0.6650839E-01  2.141674      1.268463    
  2016.3 0.7244430E-01 0.6602361E-01  2.438835      1.370028    
  2016.4 0.7441061E-01 0.6572500E-01  2.620945      1.454232    
  2017.1 0.7678680E-01 0.6557762E-01  2.189914      1.523254    
  2017.2 0.7774346E-01 0.6554472E-01  1.486741      1.579320    
  2017.3 0.7911727E-01 0.6559437E-01  2.027305      1.624370    
  2017.4 0.7714871E-01 0.6569973E-01  3.350789      1.660170    
  2018.1 0.7896861E-01 0.6583532E-01  2.859082      1.688692    
  2018.2 0.7668341E-01 0.6598118E-01  2.394125      1.711782    
  2018.3 0.7364357E-01 0.6612472E-01  3.159463      1.730742    
  2018.4 0.7152305E-01 0.6625905E-01  3.431672      1.746369    
  2019.1 0.7029977E-01 0.6637441E-01  3.793957      1.759767    
  2019.2 0.7081872E-01 0.6646188E-01  3.908777      1.772234    
  2019.3 0.6936995E-01 0.6651811E-01  3.899275      1.784603    
  2019.4 0.6630589E-01 0.6654506E-01  4.031128      1.797049    
  2020.1 0.6806591E-01 0.6654177E-01  4.347759      1.809908    
  2020.2 0.7076450E-01 0.6650849E-01  4.441758      1.823601    
  2020.3 0.6741719E-01 0.6644969E-01  5.558935      1.838160    
  2020.4 0.6388302E-01 0.6637212E-01  4.318202      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.279190773220E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     121 IER= 4 F=  0.263519943519E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.40023698669E-06  0.78862625317E-07  0.65001968574E-07

X VALUES

  0.54234385333E+00  0.98700114757E+00 -0.20436572058E-01

MEAN OF DEPENDENT VARIABLE   749999.230455253

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.542343853       0.019000326   28.54392
  2       1.100000000       0.987001148       0.070050897   14.08977
  3      -0.100000000      -0.020436572       0.068806012   -0.29702

SE of equation          =      0.011365582
Sum of squared residuals =  0.263519944E-01   0.920045598E-01
Sum of ABS residuals     =  0.739730421    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96713

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.174160345950E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     138 IER= 4 F=  0.102548487081E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.89432710128E-09 -0.37383565512E-08 -0.41497059957E-08

X VALUES

  0.60195582810E+00  0.10667879864E+01 -0.13949627884E+00

MEAN OF DEPENDENT VARIABLE   749999.227671864

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.601955828       0.017581874   34.23730
  2       1.100000000       1.066787986       0.069156450   15.42572
  3      -0.100000000      -0.139496279       0.063464820   -2.19801

SE of equation          =      0.007090054
Sum of squared residuals =  0.102548487E-01   0.364678291E-01
Sum of ABS residuals     =  0.566906854    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97835

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.551908537449E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     117 IER= 4 F=  0.490754934008E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.18339705511E-07 -0.11959258842E-08 -0.14771377598E-07

X VALUES

  0.37159060530E+00  0.99842699557E+00 -0.62324280083E-01

MEAN OF DEPENDENT VARIABLE   749999.259278897

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.371590605       0.036530394   10.17209
  2       1.100000000       0.998426996       0.072670583   13.73908
  3      -0.100000000      -0.062324280       0.071419410   -0.87265

SE of equation          =      0.015987543
Sum of squared residuals =  0.490754934E-01   0.231976567    
Sum of ABS residuals     =   1.17834666    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98924

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.418292716218E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     118 IER= 4 F=  0.337200161427E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.55589788402E-07 -0.60275998828E-07 -0.51694146801E-07

X VALUES

  0.41725319987E+00  0.89575997261E+00  0.49519236102E-01

MEAN OF DEPENDENT VARIABLE   749999.255329462

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.417253200       0.023438957   17.80170
  2       1.100000000       0.895759973       0.070074240   12.78301
  3      -0.100000000       0.049519236       0.066999989    0.73909

SE of equation          =      0.012856679
Sum of squared residuals =  0.337200161E-01   0.138107390E-01
Sum of ABS residuals     =   1.07215047    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99534

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.605690267885E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     109 IER= 3 F=  0.605548515386E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.26562476146E-07  0.32864829500E-06  0.35649237285E-06

X VALUES

  0.53232237702E+00  0.97582573428E+00 -0.45443817622E-01

MEAN OF DEPENDENT VARIABLE   749999.264963151

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.532322377       1.113386991    0.47811
  2       1.100000000       0.975825734       3.348268776    0.29144
  3      -0.100000000      -0.045443818       3.121028547   -0.01456

SE of equation          =      0.544827961
Sum of squared residuals =   60.5548515        8.90680496    
Sum of ABS residuals     =   9.86333658    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96294

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.680721010129E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      90 IER= 3 F=  0.678496711409E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.35799157397E-06  0.29617307305E-07  0.17773023544E-06

X VALUES

  0.45161710357E+00  0.85617148180E+00 -0.38654425114E-01

MEAN OF DEPENDENT VARIABLE   749999.232386711

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.451617104       0.302127130    1.49479
  2       1.100000000       0.856171482       0.490185663    1.74663
  3      -0.100000000      -0.038654425       0.469246504   -0.08238

SE of equation          =      0.182372264
Sum of squared residuals =   6.78496711        3.59082155    
Sum of ABS residuals     =   5.64268702    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95915

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.898592798945E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.819129607659E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.17017903756E-05 -0.28052057783E-04 -0.33655400263E-04

X VALUES

  0.10214508902E+01  0.11274730076E+01 -0.14584491293E+00

MEAN OF DEPENDENT VARIABLE   749999.428862543

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.021450890       0.134554200    7.59137
  2       1.100000000       1.127473008       0.083594302   13.48744
  3      -0.100000000      -0.145844913       0.083292810   -1.75099

SE of equation          =      0.070673140
Sum of squared residuals =  0.819129608        1.58731140    
Sum of ABS residuals     =   5.31063946    
R squared                =    1.00000
Durbin-Watson statistic  =    1.77416

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.334422531157E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.294928830406E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.46817116762E-04 -0.93180620998E-05 -0.52840951049E-05

X VALUES

  0.61156837846E+00  0.65010508841E+00  0.87912782484E-01

MEAN OF DEPENDENT VARIABLE   749999.289280843

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.611568378       0.043468078   14.06937
  2       1.100000000       0.650105088       0.105546650    6.15941
  3      -0.100000000       0.087912782       0.104734310    0.83939

SE of equation          =      0.038022751
Sum of squared residuals =  0.294928830        1.05982422    
Sum of ABS residuals     =   3.47899254    
R squared                =    1.00000
Durbin-Watson statistic  =    1.71032

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.612133835657E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     111 IER= 4 F=  0.477234173010E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.22145333864E-04  0.12912902761E-04 -0.11402089931E-04

X VALUES

  0.93092321248E+00  0.81749959662E+00 -0.24394024373E+00

MEAN OF DEPENDENT VARIABLE   749999.295506778

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.930923212       0.088039222   10.57396
  2       1.100000000       0.817499597       0.078632883   10.39641
  3      -0.100000000      -0.243940244       0.079911657   -3.05262

SE of equation          =      0.053944087
Sum of squared residuals =  0.477234173        1.58607944    
Sum of ABS residuals     =   3.77226951    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91326

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.217658697324E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.202772947021E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.20093132559E-06  0.25272586259E-05  0.88235529500E-06

X VALUES

  0.40054658357E+00  0.85849762762E+00  0.11739359227E+00

MEAN OF DEPENDENT VARIABLE   749999.318477919

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.400546584       0.079655486    5.02849
  2       1.100000000       0.858497628       0.081748417   10.50170
  3      -0.100000000       0.117393592       0.082619800    1.42089

SE of equation          =      0.036053108
Sum of squared residuals =  0.202772947        1.12943720    
Sum of ABS residuals     =   2.64925791    
R squared                =    1.00000
Durbin-Watson statistic  =    1.71031

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.447728084938E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.393249754088E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.23964672911E-06  0.91037530274E-06  0.21810134848E-08

X VALUES

  0.47310766317E+00  0.96115603507E+00 -0.36039870720E+00

MEAN OF DEPENDENT VARIABLE   749999.275144466

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.473107663       0.043594334   10.85250
  2       1.100000000       0.961156035       0.097421749    9.86593
  3      -0.100000000      -0.360398707       0.097543251   -3.69476

SE of equation          =      0.043905522
Sum of squared residuals =  0.393249754        1.48636645    
Sum of ABS residuals     =   4.16109498    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68823

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.103429893834E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.961012976023E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.92894307321E-11 -0.84825521498E-11

X VALUES

  0.12026161244E+01 -0.37628901531E+00

MEAN OF DEPENDENT VARIABLE   749999.266139523

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.202616124       0.110250803   10.90800
  2      -0.100000000      -0.376289015       0.118004313   -3.18877

SE of equation          =      0.028782972
Sum of squared residuals =  0.961012976E-01   0.778089409    
Sum of ABS residuals     =   1.43443288    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72743

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.284124907003E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.262070585386E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.20919266689E-11  0.00000000000E+00

X VALUES

  0.10614358917E+01 -0.20135089727E+00

MEAN OF DEPENDENT VARIABLE   749999.239511112

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.061435892       0.088420900   12.00436
  2      -0.100000000      -0.201350897       0.084234788   -2.39035

SE of equation          =      0.035842150
Sum of squared residuals =  0.262070585        1.03349085    
Sum of ABS residuals     =   3.39738865    
R squared                =    1.00000
Durbin-Watson statistic  =    1.66166

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4496320E-01 0.5234225E-01 0.7400395      1.083667    
  1954.2 0.4865482E-01 0.5783462E-01 0.1894608     0.8143333    
  1954.3 0.5292845E-01 0.5970489E-01 0.5373247     0.8696667    
  1954.4 0.5190561E-01 0.5361334E-01  1.144313      1.036333    
  1955.1 0.5632029E-01 0.4710636E-01 0.9220527      1.256333    
  1955.2 0.5473865E-01 0.4380454E-01  1.190101      1.614333    
  1955.3 0.5099921E-01 0.4109694E-01  2.370551      1.861333    
  1955.4 0.4614887E-01 0.4208878E-01  3.171601      2.349333    
  1956.1 0.4541044E-01 0.4031458E-01  3.208372      2.379333    
  1956.2 0.4546831E-01 0.4190614E-01  3.454490      2.596667    
  1956.3 0.4673978E-01 0.4128671E-01  3.645397      2.596667    
  1956.4 0.4882466E-01 0.4100540E-01  3.540902      3.063667    
  1957.1 0.4540147E-01 0.3946671E-01  3.259250      3.171667    
  1957.2 0.4444937E-01 0.4062513E-01  3.031971      3.157000    
  1957.3 0.4803692E-01 0.4207225E-01  3.256904      3.382333    
  1957.4 0.4756233E-01 0.4923487E-01  3.525189      3.343333    
  1958.1 0.4742062E-01 0.6275076E-01  3.489097      1.838000    
  1958.2 0.4905103E-01 0.7359928E-01  3.422142      1.017667    
  1958.3 0.4798052E-01 0.7309055E-01  3.139906      1.710667    
  1958.4 0.4564163E-01 0.6352766E-01  2.984736      2.787667    
  1959.1 0.4303651E-01 0.5798631E-01  3.552498      2.800333    
  1959.2 0.4081959E-01 0.5104500E-01  4.209592      3.019333    
  1959.3 0.4837737E-01 0.5287044E-01  4.646166      3.533000    
  1959.4 0.5106757E-01 0.5592834E-01  4.107685      4.299333    
  1960.1 0.5152179E-01 0.5159512E-01  3.381858      3.943000    
  1960.2 0.4864885E-01 0.5225835E-01  3.679794      3.092333    
  1960.3 0.4880135E-01 0.5549938E-01  4.131147      2.390333    
  1960.4 0.5176315E-01 0.6251647E-01  3.877083      2.360667    
  1961.1 0.5582467E-01 0.6773354E-01  3.386285      2.376667    
  1961.2 0.5912409E-01 0.6971717E-01  2.508714      2.324667    
  1961.3 0.6381443E-01 0.6749309E-01  1.809634      2.324667    
  1961.4 0.6636863E-01 0.6171891E-01 0.8348629      2.475000    
  1962.1 0.6791764E-01 0.5614436E-01 0.6950249      2.739000    
  1962.2 0.6739928E-01 0.5482584E-01 0.4610297      2.716000    
  1962.3 0.6923557E-01 0.5539051E-01 0.1227899      2.858000    
  1962.4 0.7119529E-01 0.5505923E-01  0.000000      2.803333    
  1963.1 0.7041412E-01 0.5779253E-01 0.1491282      2.909000    
  1963.2 0.6542206E-01 0.5680856E-01 0.6640027      2.941333    
  1963.3 0.6028128E-01 0.5493742E-01  1.304433      3.280667    
  1963.4 0.5326317E-01 0.5572673E-01  1.556644      3.499333    
  1964.1 0.4445866E-01 0.5457706E-01  2.213722      3.538000    
  1964.2 0.4306135E-01 0.5220257E-01  2.495053      3.481333    
  1964.3 0.4077662E-01 0.4989598E-01  2.214486      3.504000    
  1964.4 0.4119000E-01 0.4953597E-01  2.314611      3.685000    
  1965.1 0.4493758E-01 0.4871666E-01  2.453540      3.899667    
  1965.2 0.5002093E-01 0.4655354E-01  2.219321      3.879000    
  1965.3 0.4774076E-01 0.4351989E-01  2.235582      3.859667    
  1965.4 0.4318685E-01 0.4102298E-01  2.796418      4.158667    
  1966.1 0.3866597E-01 0.3848268E-01  3.947997      4.630667    
  1966.2 0.3271673E-01 0.3807639E-01  4.770447      4.597333    
  1966.3 0.2625092E-01 0.3750700E-01  5.438133      5.047667    
  1966.4 0.2154369E-01 0.3683286E-01  6.374904      5.246000    
  1967.1 0.1286268E-01 0.3809930E-01  7.270955      4.533667    
  1967.2 0.1460258E-01 0.3806934E-01  7.241228      3.657333    
  1967.3 0.1713991E-01 0.3784696E-01  6.423837      4.344667    
  1967.4 0.2220295E-01 0.3915978E-01  6.091158      4.787333    
  1968.1 0.2237574E-01 0.3728355E-01  6.853149      5.064667    
  1968.2 0.2579405E-01 0.3537721E-01  7.107342      5.510000    
  1968.3 0.2964872E-01 0.3510557E-01  7.090575      5.226333    
  1968.4 0.3589805E-01 0.3392130E-01  7.260035      5.580667    
  1969.1 0.3743076E-01 0.3376971E-01  6.727669      6.137667    
  1969.2 0.4027402E-01 0.3424592E-01  6.045407      6.240000    
  1969.3 0.4682648E-01 0.3590757E-01  5.141190      7.046667    
  1969.4 0.5305635E-01 0.3581941E-01  4.436948      7.317667    
  1970.1 0.5426233E-01 0.4159508E-01  4.151773      7.262667    
  1970.2 0.5120275E-01 0.4746577E-01  4.691279      6.752333    
  1970.3 0.4870905E-01 0.5169088E-01  5.398304      6.374667    
  1970.4 0.4734637E-01 0.5802797E-01  5.664316      5.358333    
  1971.1 0.4695176E-01 0.5914467E-01  5.492091      3.863333    
  1971.2 0.4611651E-01 0.5907857E-01  5.357643      4.206000    
  1971.3 0.4439323E-01 0.5983336E-01  5.881285      5.050333    
  1971.4 0.3982763E-01 0.5954344E-01  6.983501      4.234333    
  1972.1 0.3758553E-01 0.5768041E-01  7.316839      3.435333    
  1972.2 0.3780522E-01 0.5658509E-01  7.471153      3.748333    
  1972.3 0.3996384E-01 0.5584112E-01  7.075097      4.241333    
  1972.4 0.3847939E-01 0.5304486E-01  7.348926      4.851333    
  1973.1 0.3963866E-01 0.4950510E-01  7.360583      5.639667    
  1973.2 0.4270489E-01 0.4889844E-01  7.498487      6.608333    
  1973.3 0.4426828E-01 0.4793204E-01  7.479252      8.388333    
  1973.4 0.4346037E-01 0.4769321E-01  7.533290      7.461667    
  1974.1 0.4270862E-01 0.5085049E-01  8.547842      7.600333    
  1974.2 0.4188240E-01 0.5161500E-01  9.720816      8.268000    
  1974.3 0.4784782E-01 0.5583721E-01  10.53793      8.286333    
  1974.4 0.5029700E-01 0.6556479E-01  9.428468      7.336000    
  1975.1 0.5225924E-01 0.8217515E-01  8.809353      5.873333    
  1975.2 0.5353917E-01 0.8828988E-01  8.761025      5.400667    
  1975.3 0.5398864E-01 0.8467753E-01  9.089386      6.336667    
  1975.4 0.5360390E-01 0.8259670E-01  9.110612      5.684333    
  1976.1 0.5256623E-01 0.7723461E-01  9.545519      4.953333    
  1976.2 0.5379354E-01 0.7526804E-01  9.303136      5.168667    
  1976.3 0.5521869E-01 0.7700112E-01  8.160785      5.168667    
  1976.4 0.6268036E-01 0.7733424E-01  7.315007      4.698000    
  1977.1 0.6760588E-01 0.7493048E-01  7.568341      4.624000    
  1977.2 0.7755192E-01 0.7104693E-01  5.337505      4.828667    
  1977.3 0.7425044E-01 0.6864221E-01  3.957585      5.472000    
  1977.4 0.6630978E-01 0.6612385E-01  6.169392      6.137000    
  1978.1 0.5980135E-01 0.6326666E-01  8.301552      6.408000    
  1978.2 0.5408838E-01 0.5999476E-01  8.514011      6.481000    
  1978.3 0.5012241E-01 0.6021465E-01  7.273604      7.315333    
  1978.4 0.5359207E-01 0.5883992E-01  6.699986      8.680333    
  1979.1 0.5356062E-01 0.5877879E-01  7.072887      9.357667    
  1979.2 0.5580793E-01 0.5714052E-01  7.233429      9.372333    
  1979.3 0.5356486E-01 0.5868435E-01  7.195905      9.631333    
  1979.4 0.5311945E-01 0.5940129E-01  9.571724      11.80367    
  1980.1 0.5165494E-01 0.6296949E-01  8.031109      13.45867    
  1980.2 0.4810708E-01 0.7323656E-01  5.367048      10.04933    
  1980.3 0.5052885E-01 0.7680771E-01  9.753248      9.235333    
  1980.4 0.5000681E-01 0.7398623E-01  16.32285      13.70967    
  1981.1 0.5499279E-01 0.7426606E-01  13.55356      14.36900    
  1981.2 0.6507238E-01 0.7398937E-01  10.89118      14.82900    
  1981.3 0.7384711E-01 0.7417361E-01  8.962942      15.08733    
  1981.4 0.8195245E-01 0.8241053E-01  7.051233      12.02267    
  1982.1 0.9179184E-01 0.8843563E-01  8.053878      12.89500    
  1982.2 0.9417799E-01 0.9425762E-01  8.192999      12.35900    
  1982.3 0.9478257E-01 0.9942961E-01  9.803924      9.705333    
  1982.4 0.9345016E-01 0.1067659      9.573813      7.935000    
  1983.1 0.9280194E-01 0.1039701      7.940196      8.081333    
  1983.2 0.9306207E-01 0.1010214      7.034002      8.420667    
  1983.3 0.8724563E-01 0.9360138E-01  6.880760      9.186667    
  1983.4 0.8245738E-01 0.8541760E-01  6.718236      8.793333    
  1984.1 0.7992428E-01 0.7871758E-01  6.621165      9.133333    
  1984.2 0.7999548E-01 0.7478733E-01  6.214379      9.843333    
  1984.3 0.7703262E-01 0.7451999E-01  5.587017      10.34333    
  1984.4 0.7484184E-01 0.7283015E-01  5.268892      8.973333    
  1985.1 0.6959485E-01 0.7279936E-01  5.790594      8.183333    
  1985.2 0.6355557E-01 0.7288834E-01  6.702861      7.523333    
  1985.3 0.5814025E-01 0.7210537E-01  7.272542      7.103333    
  1985.4 0.5634588E-01 0.7054201E-01  7.462786      7.146667    
  1986.1 0.5661109E-01 0.7015712E-01  6.803902      6.886667    
  1986.2 0.5626546E-01 0.7180384E-01  6.631687      6.130000    
  1986.3 0.5075413E-01 0.6991001E-01  7.221574      5.533333    
  1986.4 0.4561548E-01 0.6835172E-01  7.593503      5.340000    
  1987.1 0.4280541E-01 0.6620689E-01  8.221955      5.533333    
  1987.2 0.4189128E-01 0.6280795E-01  8.276137      5.733333    
  1987.3 0.3699752E-01 0.6014193E-01  9.448274      6.033333    
  1987.4 0.3315928E-01 0.5868976E-01  9.373234      6.003333    
  1988.1 0.3007015E-01 0.5727587E-01  8.904541      5.760000    
  1988.2 0.2818421E-01 0.5487146E-01  9.000697      6.230000    
  1988.3 0.2970189E-01 0.5492451E-01  9.124193      6.993333    
  1988.4 0.3291534E-01 0.5350265E-01  8.561948      7.703333    
  1989.1 0.3838415E-01 0.5215423E-01  6.968648      8.533333    
  1989.2 0.4262389E-01 0.5244464E-01  5.427273      8.440000    
  1989.3 0.4817269E-01 0.5277223E-01  4.567818      7.850000    
  1989.4 0.5564840E-01 0.5373561E-01  3.026942      7.633333    
  1990.1 0.5354565E-01 0.5300361E-01  2.610739      7.756667    
  1990.2 0.5153034E-01 0.5337414E-01  3.091020      7.766667    
  1990.3 0.5573607E-01 0.5687498E-01  2.895465      7.493333    
  1990.4 0.5997789E-01 0.6113686E-01  2.124085      7.023333    
  1991.1 0.5919081E-01 0.6574073E-01  1.748875      6.053333    
  1991.2 0.5736743E-01 0.6823443E-01  2.119080      5.593333    
  1991.3 0.5627806E-01 0.6853392E-01  2.294223      5.406667    
  1991.4 0.5561230E-01 0.7096660E-01  2.271914      4.583333    
  1992.1 0.5072736E-01 0.7379080E-01  2.665191      3.910000    
  1992.2 0.4604727E-01 0.7594573E-01  3.644080      3.723333    
  1992.3 0.4348097E-01 0.7626478E-01  4.271799      3.130000    
  1992.4 0.4499917E-01 0.7406133E-01  4.365403      3.076667    
  1993.1 0.4651224E-01 0.7149713E-01  5.270810      2.993333    
  1993.2 0.5044053E-01 0.7068857E-01  5.264407      2.983333    
  1993.3 0.5490126E-01 0.6799552E-01  4.628684      3.020000    
  1993.4 0.6010954E-01 0.6619143E-01  4.443619      3.080000    
  1994.1 0.6481075E-01 0.6555817E-01  3.844034      3.250000    
  1994.2 0.6687544E-01 0.6165512E-01  3.312244      4.036667    
  1994.3 0.6580215E-01 0.6001291E-01  3.090589      4.510000    
  1994.4 0.6636717E-01 0.5619378E-01  2.616095      5.283333    
  1995.1 0.6274399E-01 0.5477964E-01  2.176243      5.780000    
  1995.2 0.5936823E-01 0.5674622E-01  1.911466      5.623333    
  1995.3 0.5862549E-01 0.5658385E-01  2.379793      5.380000    
  1995.4 0.5624138E-01 0.5572015E-01  2.859423      5.270000    
  1996.1 0.6166644E-01 0.5545427E-01  2.716878      4.950000    
  1996.2 0.6045890E-01 0.5470120E-01  3.060008      5.040000    
  1996.3 0.5341385E-01 0.5259294E-01  3.711875      5.136667    
  1996.4 0.5260775E-01 0.5310254E-01  2.926182      4.970000    
  1997.1 0.5214366E-01 0.5223738E-01  3.102619      5.063333    
  1997.2 0.5311967E-01 0.4974959E-01  3.923159      5.073333    
  1997.3 0.5863590E-01 0.4858023E-01  4.548359      5.056667    
  1997.4 0.6098653E-01 0.4680572E-01  3.150460      5.086667    
  1998.1 0.6541236E-01 0.4637954E-01  1.703968      5.053333    
  1998.2 0.6988029E-01 0.4414228E-01  1.094542      4.976667    
  1998.3 0.7257399E-01 0.4528502E-01 0.4527861      4.823333    
  1998.4 0.7203258E-01 0.4429607E-01 0.1272292      4.253333    
  1999.1 0.7025835E-01 0.4284456E-01  1.348792      4.406667    
  1999.2 0.6890914E-01 0.4248440E-01  1.967646      4.453333    
  1999.3 0.6638847E-01 0.4243400E-01  1.913815      4.650000    
  1999.4 0.6356054E-01 0.4077788E-01  2.117186      5.043333    
  2000.1 0.5505955E-01 0.4048765E-01  4.016972      5.520000    
  2000.2 0.5328308E-01 0.3947782E-01  4.645956      5.713333    
  2000.3 0.5454097E-01 0.4030117E-01  4.002923      6.016667    
  2000.4 0.5571633E-01 0.3918419E-01  3.742103      6.016667    
  2001.1 0.5206647E-01 0.4230321E-01  4.283251      4.816667    
  2001.2 0.5488551E-01 0.4411448E-01  4.399035      3.660000    
  2001.3 0.5656161E-01 0.4819249E-01  3.543594      3.170000    
  2001.4 0.5945399E-01 0.5537421E-01  2.885514      1.906667    
  2002.1 0.5917980E-01 0.5705425E-01  3.535157      1.820000    
  2002.2 0.5678970E-01 0.5845793E-01  3.631865      1.716667    
  2002.3 0.5466185E-01 0.5732000E-01  3.896523      1.643333    
  2002.4 0.5140957E-01 0.5851777E-01  4.722735      1.333333    
  2003.1 0.5023026E-01 0.5873963E-01  5.643094      1.156667    
  2003.2 0.5089416E-01 0.6152488E-01  5.980097      1.043333    
  2003.3 0.4744912E-01 0.6107130E-01  7.424765     0.9300000    
  2003.4 0.4339292E-01 0.5820932E-01  6.526079     0.9166667    
  2004.1 0.3922443E-01 0.5687648E-01  5.970382     0.9166667    
  2004.2 0.3658100E-01 0.5595400E-01  6.538927      1.076667    
  2004.3 0.3024468E-01 0.5440757E-01  7.460217      1.486667    
  2004.4 0.3200331E-01 0.5396538E-01  7.522068      2.006667    
  2005.1 0.3427844E-01 0.5292068E-01  8.275258      2.536667    
  2005.2 0.3523275E-01 0.5115378E-01  8.663701      2.863333    
  2005.3 0.3939154E-01 0.4975337E-01  7.716411      3.360000    
  2005.4 0.4891465E-01 0.4964352E-01  6.280608      3.826667    
  2006.1 0.5771921E-01 0.4731667E-01  4.722357      4.393333    
  2006.2 0.6572341E-01 0.4666969E-01  4.145328      4.703333    
  2006.3 0.7527562E-01 0.4655398E-01  3.419442      4.906667    
  2006.4 0.8184459E-01 0.4466963E-01  2.209582      4.903333    
  2007.1 0.8210915E-01 0.4536088E-01  1.791998      4.983333    
  2007.2 0.8553747E-01 0.4507805E-01  1.482951      4.736667    
  2007.3 0.8426094E-01 0.4670151E-01 0.7231422      4.303333    
  2007.4 0.8214836E-01 0.4813029E-01 0.4784813      3.390000    
  2008.1 0.7962632E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.7635823E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.7488329E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.8143114E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8519681E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8781262E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9498986E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9812747E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1022350     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1045655     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1138579     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1182001     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1188137     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1155380     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1158293     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1130675     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1105712     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1087698     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1065235     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1038494     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1046142     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1080915     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1057954     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1020183     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.9802363E-01 0.7353172E-01 0.4747178     0.2222305    
  2014.2 0.9524260E-01 0.7371212E-01 0.3694115     0.2267692    
  2014.3 0.9503511E-01 0.7344075E-01  1.076995     0.2727381    
  2014.4 0.9349210E-01 0.7270034E-01  2.399177     0.3896289    
  2015.1 0.9138433E-01 0.7163268E-01  2.304900     0.5446822    
  2015.2 0.9670333E-01 0.7041296E-01  1.086063     0.7056998    
  2015.3 0.1003024     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.1036363     0.6810526E-01  0.000000      1.011500    
  2016.1 0.1087199     0.6720077E-01  0.000000      1.148466    
  2016.2 0.1116241     0.6650839E-01  0.000000      1.268463    
  2016.3 0.1130076     0.6602361E-01  0.000000      1.370028    
  2016.4 0.1104370     0.6572500E-01  0.000000      1.454232    
  2017.1 0.1087676     0.6557762E-01  0.000000      1.523254    
  2017.2 0.1084110     0.6554472E-01  0.000000      1.579320    
  2017.3 0.1080868     0.6559437E-01  0.000000      1.624370    
  2017.4 0.1059077     0.6569973E-01 0.8302188E-01  1.660170    
  2018.1 0.1044923     0.6583532E-01 0.6148430E-01  1.688692    
  2018.2 0.1028350     0.6598118E-01  0.000000      1.711782    
  2018.3 0.1025509     0.6612472E-01 0.6406365      1.730742    
  2018.4 0.9990204E-01 0.6625905E-01  1.841136      1.746369    
  2019.1 0.9701299E-01 0.6637441E-01  2.164143      1.759767    
  2019.2 0.9828201E-01 0.6646188E-01  0.000000      1.772234    
  2019.3 0.8961755E-01 0.6651811E-01  0.000000      1.784603    
  2019.4 0.7821876E-01 0.6654506E-01  2.636410      1.797049    
  2020.1 0.7267301E-01 0.6654177E-01  3.591400      1.809908    
  2020.2 0.6984406E-01 0.6650849E-01  2.838780      1.823601    
  2020.3 0.6998838E-01 0.6644969E-01  2.545132      1.838160    
  2020.4 0.6982880E-01 0.6637212E-01  2.927177      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.225137211166E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     141 IER= 4 F=  0.206784506527E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.26933435055E-07  0.12882723012E-07  0.11363826054E-07

X VALUES

  0.51816406364E+00  0.86751633418E+00  0.79330813817E-01

MEAN OF DEPENDENT VARIABLE   749999.226837500

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.518164064       0.017479829   29.64354
  2       1.100000000       0.867516334       0.072056033   12.03947
  3      -0.100000000       0.079330814       0.070491853    1.12539

SE of equation          =      0.010068016
Sum of squared residuals =  0.206784507E-01   0.843155122E-01
Sum of ABS residuals     =  0.722859050    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93960

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.138087902523E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     147 IER= 3 F=  0.824329530474E-02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.40645351732E-10 -0.17947626168E-09 -0.14381531632E-09

X VALUES

  0.61266428845E+00  0.96359961657E+00 -0.22134065133E-01

MEAN OF DEPENDENT VARIABLE   749999.243949173

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.612664288       0.017006367   36.02558
  2       1.100000000       0.963599617       0.071195628   13.53453
  3      -0.100000000      -0.022134065       0.066828913   -0.33120

SE of equation          =      0.006356753
Sum of squared residuals =  0.824329530E-02   0.772949681E-01
Sum of ABS residuals     =  0.558237170    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96698

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.334172725517E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     112 IER= 3 F=  0.294219376610E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.13544910332E-08 -0.29328574298E-08  0.25059901777E-09

X VALUES

  0.43188432867E+00  0.90771319305E+00  0.26235545664E-01

MEAN OF DEPENDENT VARIABLE   749999.267770729

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.431884329       0.027654159   15.61734
  2       1.100000000       0.907713193       0.072500862   12.52003
  3      -0.100000000       0.026235546       0.071113102    0.36893

SE of equation          =      0.012378985
Sum of squared residuals =  0.294219377E-01   0.141115010    
Sum of ABS residuals     =  0.919879570    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99569

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.508641799321E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      84 IER= 4 F=  0.410242269699E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.41859975430E-04  0.15151071199E-05  0.23195634183E-05

X VALUES

  0.50615440505E+00  0.12947642418E+01 -0.34224851480E+00

MEAN OF DEPENDENT VARIABLE   749999.239098477

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.506154405       0.007475554   67.70795
  2       1.100000000       1.294764242       0.065471850   19.77589
  3      -0.100000000      -0.342248515       0.062239950   -5.49886

SE of equation          =      0.014180943
Sum of squared residuals =  0.410242270E-01  -0.397928966    
Sum of ABS residuals     =   1.14654238    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99998

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.433017510851E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      96 IER= 3 F=  0.432885394277E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.20580956579E-07 -0.19068380120E-06 -0.19193734377E-06

X VALUES

  0.50923315017E+00  0.10135503012E+01 -0.78296274015E-01

MEAN OF DEPENDENT VARIABLE   749999.263587115

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.509233150       0.416072391    1.22391
  2       1.100000000       1.013550301       2.120352874    0.47801
  3      -0.100000000      -0.078296274       1.983997254   -0.03946

SE of equation          =      0.460650326
Sum of squared residuals =   43.2885394        6.96217702    
Sum of ABS residuals     =   8.69431345    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96976

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.118305475022E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.117865215445E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.60309576127E-06  0.11764335763E-05  0.21437593280E-05

X VALUES

  0.42248932131E+00  0.89127156787E+00 -0.10255162851E+00

MEAN OF DEPENDENT VARIABLE   749999.224065909

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.422489321       0.432985007    0.97576
  2       1.100000000       0.891271568       0.520153893    1.71348
  3      -0.100000000      -0.102551629       0.486682216   -0.21072

SE of equation          =      0.240368605
Sum of squared residuals =   11.7865215        3.81846477    
Sum of ABS residuals     =   7.43671771    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96191

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.115419564806E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      91 IER= 4 F=  0.100266660383E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.26900192735E-05 -0.30599549322E-04 -0.30540606320E-04

X VALUES

  0.10559469656E+01  0.10705759656E+01 -0.94897628907E-01

MEAN OF DEPENDENT VARIABLE   749999.428213660

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.055946966       0.115658745    9.12985
  2       1.100000000       1.070575966       0.080684634   13.26865
  3      -0.100000000      -0.094897629       0.080592451   -1.17750

SE of equation          =      0.078190925
Sum of squared residuals =   1.00266660        1.67774205    
Sum of ABS residuals     =   6.01979850    
R squared                =    1.00000
Durbin-Watson statistic  =    1.87233

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.307270735760E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.276402091693E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.32167693732E-05  0.38974571713E-04  0.39698791504E-04

X VALUES

  0.50120745682E+00  0.10656673821E+01 -0.32138384716E+00

MEAN OF DEPENDENT VARIABLE   749999.293962650

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.501207457       0.048621659   10.30832
  2       1.100000000       1.065667382       0.099424006   10.71841
  3      -0.100000000      -0.321383847       0.099410429   -3.23290

SE of equation          =      0.036809132
Sum of squared residuals =  0.276402092        1.57076783    
Sum of ABS residuals     =   3.56511820    
R squared                =    1.00000
Durbin-Watson statistic  =    1.57731

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.929726127814E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     106 IER= 4 F=  0.645795223662E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.12234092913E-05 -0.27810157961E-06 -0.10203289534E-05

X VALUES

  0.10972200268E+01  0.72248656967E+00 -0.42698315462E-01

MEAN OF DEPENDENT VARIABLE   749999.269450260

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.097220027       0.114935699    9.54638
  2       1.100000000       0.722486570       0.080806979    8.94089
  3      -0.100000000      -0.042698315       0.079925984   -0.53422

SE of equation          =      0.062751699
Sum of squared residuals =  0.645795224      -0.519499317    
Sum of ABS residuals     =   4.10617042    
R squared                =    1.00000
Durbin-Watson statistic  =    2.01796

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.262066290509E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      92 IER= 3 F=  0.244200086263E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.87978622054E-08 -0.78295870917E-08 -0.80055601812E-08

X VALUES

  0.48295394880E+00  0.90954819586E+00 -0.12949384250E-01

MEAN OF DEPENDENT VARIABLE   749999.283378453

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.482953949       0.102500117    4.71174
  2       1.100000000       0.909548196       0.078098247   11.64620
  3      -0.100000000      -0.012949384       0.077769804   -0.16651

SE of equation          =      0.039564949
Sum of squared residuals =  0.244200086        1.27066067    
Sum of ABS residuals     =   2.67695876    
R squared                =    1.00000
Durbin-Watson statistic  =    1.82745

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.389581562408E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.306516839545E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.78080751788E-05  0.21000400189E-05 -0.59171514848E-05

X VALUES

  0.48981080925E+00  0.10709204553E+01 -0.52070940021E+00

MEAN OF DEPENDENT VARIABLE   749999.286268672

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.489810809       0.033760932   14.50821
  2       1.100000000       1.070920455       0.086235176   12.41860
  3      -0.100000000      -0.520709400       0.083417890   -6.24218

SE of equation          =      0.038762527
Sum of squared residuals =  0.306516840        1.31591831    
Sum of ABS residuals     =   3.76764882    
R squared                =    1.00000
Durbin-Watson statistic  =    1.66127

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.547474260955E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      43 IER= 3 F=  0.541505231129E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.25375766736E-10 -0.26110972656E-10

X VALUES

  0.10431952862E+01 -0.14217426089E+00

MEAN OF DEPENDENT VARIABLE   749999.262450381

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.043195286       0.220231647    4.73681
  2      -0.100000000      -0.142174261       0.220203706   -0.64565

SE of equation          =      0.021605899
Sum of squared residuals =  0.541505231E-01   0.669814321    
Sum of ABS residuals     =   1.00298621    
R squared                =    1.00000
Durbin-Watson statistic  =    1.11711

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.386387758671E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.378134026930E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.19965016461E-11  0.00000000000E+00

X VALUES

  0.11121684040E+01 -0.16152107720E+00

MEAN OF DEPENDENT VARIABLE   749999.295633003

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.112168404       0.080023983   13.89794
  2      -0.100000000      -0.161521077       0.080690420   -2.00174

SE of equation          =      0.043053434
Sum of squared residuals =  0.378134027        1.76343424    
Sum of ABS residuals     =   3.95909182    
R squared                =    1.00000
Durbin-Watson statistic  =    1.74654

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5110035E-01 0.5234225E-01 0.5386790      1.083667    
  1954.2 0.5697191E-01 0.5783462E-01 0.1591403     0.8143333    
  1954.3 0.5806716E-01 0.5970489E-01 0.4916483     0.8696667    
  1954.4 0.5894107E-01 0.5361334E-01 0.3780005      1.036333    
  1955.1 0.5824354E-01 0.4710636E-01 0.6410618      1.256333    
  1955.2 0.5227938E-01 0.4380454E-01  1.536074      1.614333    
  1955.3 0.4593164E-01 0.4109694E-01  2.639021      1.861333    
  1955.4 0.3621521E-01 0.4208878E-01  2.507195      2.349333    
  1956.1 0.3279238E-01 0.4031458E-01  3.604502      2.379333    
  1956.2 0.2946068E-01 0.4190614E-01  4.378274      2.596667    
  1956.3 0.2762841E-01 0.4128671E-01  3.948120      2.596667    
  1956.4 0.3246168E-01 0.4100540E-01  3.636279      3.063667    
  1957.1 0.3271129E-01 0.3946671E-01  3.711818      3.171667    
  1957.2 0.3601210E-01 0.4062513E-01  3.860852      3.157000    
  1957.3 0.4129044E-01 0.4207225E-01  3.040694      3.382333    
  1957.4 0.4271437E-01 0.4923487E-01  2.686077      3.343333    
  1958.1 0.4494862E-01 0.6275076E-01  2.464529      1.838000    
  1958.2 0.4545737E-01 0.7359928E-01  2.777731      1.017667    
  1958.3 0.4936985E-01 0.7309055E-01  2.781430      1.710667    
  1958.4 0.4994003E-01 0.6352766E-01  2.899130      2.787667    
  1959.1 0.4593031E-01 0.5798631E-01  3.366174      2.800333    
  1959.2 0.4405846E-01 0.5104500E-01  3.713554      3.019333    
  1959.3 0.5831451E-01 0.5287044E-01  2.865737      3.533000    
  1959.4 0.6459346E-01 0.5592834E-01  2.467692      4.299333    
  1960.1 0.7055039E-01 0.5159512E-01  1.789485      3.943000    
  1960.2 0.6934745E-01 0.5225835E-01  1.649511      3.092333    
  1960.3 0.6551513E-01 0.5549938E-01  1.997527      2.390333    
  1960.4 0.6234310E-01 0.6251647E-01  1.978982      2.360667    
  1961.1 0.5602813E-01 0.6773354E-01  2.571278      2.376667    
  1961.2 0.5156419E-01 0.6971717E-01  3.208263      2.324667    
  1961.3 0.4483787E-01 0.6749309E-01  3.880441      2.324667    
  1961.4 0.3633966E-01 0.6171891E-01  4.774942      2.475000    
  1962.1 0.3320848E-01 0.5614436E-01  5.249886      2.739000    
  1962.2 0.3156823E-01 0.5482584E-01  4.848110      2.716000    
  1962.3 0.3478298E-01 0.5539051E-01  4.306422      2.858000    
  1962.4 0.4006922E-01 0.5505923E-01  3.184447      2.803333    
  1963.1 0.3972698E-01 0.5779253E-01  2.654498      2.909000    
  1963.2 0.4064364E-01 0.5680856E-01  3.088354      2.941333    
  1963.3 0.4278817E-01 0.5493742E-01  3.200050      3.280667    
  1963.4 0.4390862E-01 0.5572673E-01  2.922233      3.499333    
  1964.1 0.4535323E-01 0.5457706E-01  2.884227      3.538000    
  1964.2 0.4449886E-01 0.5220257E-01  2.885937      3.481333    
  1964.3 0.4269662E-01 0.4989598E-01  3.505335      3.504000    
  1964.4 0.3802759E-01 0.4953597E-01  4.646537      3.685000    
  1965.1 0.3442945E-01 0.4871666E-01  5.327592      3.899667    
  1965.2 0.2931002E-01 0.4655354E-01  5.715984      3.879000    
  1965.3 0.2001819E-01 0.4351989E-01  6.688144      3.859667    
  1965.4 0.1550451E-01 0.4102298E-01  7.742364      4.158667    
  1966.1 0.7968537E-02 0.3848268E-01  8.619354      4.630667    
  1966.2 0.5349569E-02 0.3807639E-01  8.818889      4.597333    
  1966.3 0.7945254E-02 0.3750700E-01  8.488682      5.047667    
  1966.4 0.1286478E-01 0.3683286E-01  8.385109      5.246000    
  1967.1 0.1540828E-01 0.3809930E-01  8.148328      4.533667    
  1967.2 0.2124945E-01 0.3806934E-01  7.558135      3.657333    
  1967.3 0.2475131E-01 0.3784696E-01  7.061775      4.344667    
  1967.4 0.3037803E-01 0.3915978E-01  6.387366      4.787333    
  1968.1 0.2988578E-01 0.3728355E-01  7.003014      5.064667    
  1968.2 0.2900686E-01 0.3537721E-01  8.150445      5.510000    
  1968.3 0.3807116E-01 0.3510557E-01  8.495411      5.226333    
  1968.4 0.4275622E-01 0.3392130E-01  7.268277      5.580667    
  1969.1 0.4238833E-01 0.3376971E-01  6.221573      6.137667    
  1969.2 0.4494914E-01 0.3424592E-01  5.848448      6.240000    
  1969.3 0.5230481E-01 0.3590757E-01  5.077512      7.046667    
  1969.4 0.5955241E-01 0.3581941E-01  4.167103      7.317667    
  1970.1 0.6263647E-01 0.4159508E-01  3.732403      7.262667    
  1970.2 0.6115059E-01 0.4746577E-01  3.667601      6.752333    
  1970.3 0.5954582E-01 0.5169088E-01  4.833874      6.374667    
  1970.4 0.5297250E-01 0.5802797E-01  6.860680      5.358333    
  1971.1 0.4886277E-01 0.5914467E-01  7.722686      3.863333    
  1971.2 0.4337356E-01 0.5907857E-01  7.819583      4.206000    
  1971.3 0.4122206E-01 0.5983336E-01  7.412606      5.050333    
  1971.4 0.4508370E-01 0.5954344E-01  7.189994      4.234333    
  1972.1 0.5342987E-01 0.5768041E-01  6.892627      3.435333    
  1972.2 0.6090907E-01 0.5658509E-01  6.208154      3.748333    
  1972.3 0.6609964E-01 0.5584112E-01  6.058307      4.241333    
  1972.4 0.6597471E-01 0.5304486E-01  6.599185      4.851333    
  1973.1 0.6434728E-01 0.4950510E-01  7.374409      5.639667    
  1973.2 0.5899673E-01 0.4889844E-01  8.183527      6.608333    
  1973.3 0.5797455E-01 0.4793204E-01  8.832189      8.388333    
  1973.4 0.5321724E-01 0.4769321E-01  8.195221      7.461667    
  1974.1 0.5455834E-01 0.5085049E-01  8.268224      7.600333    
  1974.2 0.5541170E-01 0.5161500E-01  7.949756      8.268000    
  1974.3 0.6022750E-01 0.5583721E-01  7.660890      8.286333    
  1974.4 0.6574802E-01 0.6556479E-01  6.345384      7.336000    
  1975.1 0.7098261E-01 0.8217515E-01  5.583358      5.873333    
  1975.2 0.7613950E-01 0.8828988E-01  5.164731      5.400667    
  1975.3 0.7834827E-01 0.8467753E-01  5.127753      6.336667    
  1975.4 0.7837863E-01 0.8259670E-01  4.514765      5.684333    
  1976.1 0.7897671E-01 0.7723461E-01  3.861744      4.953333    
  1976.2 0.7985258E-01 0.7526804E-01  3.921701      5.168667    
  1976.3 0.7914030E-01 0.7700112E-01  4.264099      5.168667    
  1976.4 0.7982177E-01 0.7733424E-01  3.763346      4.698000    
  1977.1 0.7834394E-01 0.7493048E-01  3.406954      4.624000    
  1977.2 0.7474929E-01 0.7104693E-01  3.532396      4.828667    
  1977.3 0.7173202E-01 0.6864221E-01  4.310287      5.472000    
  1977.4 0.6763172E-01 0.6612385E-01  5.173758      6.137000    
  1978.1 0.6754799E-01 0.6326666E-01  5.044632      6.408000    
  1978.2 0.6794402E-01 0.5999476E-01  4.950106      6.481000    
  1978.3 0.7005137E-01 0.6021465E-01  4.238385      7.315333    
  1978.4 0.6888039E-01 0.5883992E-01  4.084584      8.680333    
  1979.1 0.6835025E-01 0.5877879E-01  4.210685      9.357667    
  1979.2 0.6872665E-01 0.5714052E-01  4.448116      9.372333    
  1979.3 0.7056321E-01 0.5868435E-01  4.506793      9.631333    
  1979.4 0.7343982E-01 0.5940129E-01  7.572352      11.80367    
  1980.1 0.7314910E-01 0.6296949E-01  8.176347      13.45867    
  1980.2 0.7209043E-01 0.7323656E-01  7.066403      10.04933    
  1980.3 0.7463445E-01 0.7680771E-01  7.497098      9.235333    
  1980.4 0.8114709E-01 0.7398623E-01  10.23301      13.70967    
  1981.1 0.8028144E-01 0.7426606E-01  11.78470      14.36900    
  1981.2 0.8649786E-01 0.7398937E-01  12.59805      14.82900    
  1981.3 0.9368794E-01 0.7417361E-01  12.92095      15.08733    
  1981.4 0.1002618     0.8241053E-01  14.79866      12.02267    
  1982.1 0.1045753     0.8843563E-01  16.90874      12.89500    
  1982.2 0.1098874     0.9425762E-01  13.99389      12.35900    
  1982.3 0.1121461     0.9942961E-01  10.01962      9.705333    
  1982.4 0.1110651     0.1067659      8.682700      7.935000    
  1983.1 0.1059752     0.1039701      8.751752      8.081333    
  1983.2 0.9770221E-01 0.1010214      9.433324      8.420667    
  1983.3 0.9069456E-01 0.9360138E-01  9.887186      9.186667    
  1983.4 0.8443424E-01 0.8541760E-01  10.43281      8.793333    
  1984.1 0.7982806E-01 0.7871758E-01  10.71917      9.133333    
  1984.2 0.7111934E-01 0.7478733E-01  10.94404      9.843333    
  1984.3 0.6773959E-01 0.7451999E-01  11.14890      10.34333    
  1984.4 0.6213777E-01 0.7283015E-01  9.970616      8.973333    
  1985.1 0.6000299E-01 0.7279936E-01  10.88471      8.183333    
  1985.2 0.5691305E-01 0.7288834E-01  11.83726      7.523333    
  1985.3 0.5674410E-01 0.7210537E-01  11.18914      7.103333    
  1985.4 0.6212253E-01 0.7054201E-01  10.00308      7.146667    
  1986.1 0.6801103E-01 0.7015712E-01  8.523648      6.886667    
  1986.2 0.6793841E-01 0.7180384E-01  8.234865      6.130000    
  1986.3 0.6331735E-01 0.6991001E-01  9.070897      5.533333    
  1986.4 0.5971169E-01 0.6835172E-01  9.443934      5.340000    
  1987.1 0.5365297E-01 0.6620689E-01  9.941711      5.533333    
  1987.2 0.5280248E-01 0.6280795E-01  9.520362      5.733333    
  1987.3 0.5364530E-01 0.6014193E-01  9.317914      6.033333    
  1987.4 0.5470867E-01 0.5868976E-01  9.284464      6.003333    
  1988.1 0.6005486E-01 0.5727587E-01  8.800766      5.760000    
  1988.2 0.6465413E-01 0.5487146E-01  7.458455      6.230000    
  1988.3 0.6805242E-01 0.5492451E-01  6.487911      6.993333    
  1988.4 0.6593007E-01 0.5350265E-01  6.225305      7.703333    
  1989.1 0.6573082E-01 0.5215423E-01  6.393025      8.533333    
  1989.2 0.6193417E-01 0.5244464E-01  6.440914      8.440000    
  1989.3 0.6126264E-01 0.5277223E-01  5.973617      7.850000    
  1989.4 0.5818548E-01 0.5373561E-01  5.293488      7.633333    
  1990.1 0.5455669E-01 0.5300361E-01  6.178491      7.756667    
  1990.2 0.5069955E-01 0.5337414E-01  6.545253      7.766667    
  1990.3 0.5083856E-01 0.5687498E-01  5.499140      7.493333    
  1990.4 0.5782707E-01 0.6113686E-01  4.656532      7.023333    
  1991.1 0.5974255E-01 0.6574073E-01  4.152080      6.053333    
  1991.2 0.6337721E-01 0.6823443E-01  4.023790      5.593333    
  1991.3 0.6354841E-01 0.6853392E-01  3.541098      5.406667    
  1991.4 0.6381677E-01 0.7096660E-01  2.851362      4.583333    
  1992.1 0.6672133E-01 0.7379080E-01  2.446082      3.910000    
  1992.2 0.6947467E-01 0.7594573E-01  2.399612      3.723333    
  1992.3 0.7129842E-01 0.7626478E-01  1.728282      3.130000    
  1992.4 0.7121941E-01 0.7406133E-01  1.554965      3.076667    
  1993.1 0.7992304E-01 0.7149713E-01  1.376536      2.993333    
  1993.2 0.7945977E-01 0.7068857E-01  1.513931      2.983333    
  1993.3 0.7206902E-01 0.6799552E-01  2.193893      3.020000    
  1993.4 0.7074797E-01 0.6619143E-01  1.657366      3.080000    
  1994.1 0.7029299E-01 0.6555817E-01  1.112508      3.250000    
  1994.2 0.6930342E-01 0.6165512E-01  1.138031      4.036667    
  1994.3 0.6672947E-01 0.6001291E-01  1.378481      4.510000    
  1994.4 0.6704412E-01 0.5619378E-01  1.042877      5.283333    
  1995.1 0.6418766E-01 0.5477964E-01  1.265818      5.780000    
  1995.2 0.6237139E-01 0.5674622E-01  1.703478      5.623333    
  1995.3 0.6081828E-01 0.5658385E-01  2.087246      5.380000    
  1995.4 0.5821826E-01 0.5572015E-01  2.274149      5.270000    
  1996.1 0.5559687E-01 0.5545427E-01  2.297750      4.950000    
  1996.2 0.5380221E-01 0.5470120E-01  2.843385      5.040000    
  1996.3 0.5352464E-01 0.5259294E-01  3.114946      5.136667    
  1996.4 0.5483698E-01 0.5310254E-01  3.034995      4.970000    
  1997.1 0.5665302E-01 0.5223738E-01  3.533040      5.063333    
  1997.2 0.5511738E-01 0.4974959E-01  4.006775      5.073333    
  1997.3 0.5743396E-01 0.4858023E-01  4.349211      5.056667    
  1997.4 0.5609688E-01 0.4680572E-01  3.210019      5.086667    
  1998.1 0.5561252E-01 0.4637954E-01  2.759796      5.053333    
  1998.2 0.5753990E-01 0.4414228E-01  3.052570      4.976667    
  1998.3 0.5653249E-01 0.4528502E-01  3.350919      4.823333    
  1998.4 0.5604697E-01 0.4429607E-01  3.097814      4.253333    
  1999.1 0.5229168E-01 0.4284456E-01  3.084642      4.406667    
  1999.2 0.4820957E-01 0.4248440E-01  3.743831      4.453333    
  1999.3 0.4341364E-01 0.4243400E-01  4.457210      4.650000    
  1999.4 0.4254035E-01 0.4077788E-01  4.631761      5.043333    
  2000.1 0.3398866E-01 0.4048765E-01  6.367778      5.520000    
  2000.2 0.3546998E-01 0.3947782E-01  6.948486      5.713333    
  2000.3 0.3788806E-01 0.4030117E-01  6.340240      6.016667    
  2000.4 0.3910378E-01 0.3918419E-01  5.950430      6.016667    
  2001.1 0.4700197E-01 0.4230321E-01  5.843423      4.816667    
  2001.2 0.4519085E-01 0.4411448E-01  6.743212      3.660000    
  2001.3 0.3836864E-01 0.4819249E-01  7.594231      3.170000    
  2001.4 0.4187216E-01 0.5537421E-01  6.289713      1.906667    
  2002.1 0.4251692E-01 0.5705425E-01  5.767254      1.820000    
  2002.2 0.4285064E-01 0.5845793E-01  5.389575      1.716667    
  2002.3 0.4579234E-01 0.5732000E-01  5.944002      1.643333    
  2002.4 0.4606229E-01 0.5851777E-01  7.363618      1.333333    
  2003.1 0.4925896E-01 0.5873963E-01  6.531675      1.156667    
  2003.2 0.5007932E-01 0.6152488E-01  5.719526      1.043333    
  2003.3 0.5063977E-01 0.6107130E-01  5.880068     0.9300000    
  2003.4 0.5772978E-01 0.5820932E-01  3.327093     0.9166667    
  2004.1 0.6074300E-01 0.5687648E-01  2.000636     0.9166667    
  2004.2 0.6225954E-01 0.5595400E-01  2.221662      1.076667    
  2004.3 0.5840169E-01 0.5440757E-01  2.700477      1.486667    
  2004.4 0.5942715E-01 0.5396538E-01  2.125585      2.006667    
  2005.1 0.6285943E-01 0.5292068E-01  1.628734      2.536667    
  2005.2 0.6212149E-01 0.5115378E-01  1.997653      2.863333    
  2005.3 0.5905411E-01 0.4975337E-01  2.635490      3.360000    
  2005.4 0.5617355E-01 0.4964352E-01  2.918999      3.826667    
  2006.1 0.5215795E-01 0.4731667E-01  4.127263      4.393333    
  2006.2 0.4886049E-01 0.4666969E-01  4.994786      4.703333    
  2006.3 0.4930825E-01 0.4655398E-01  4.609707      4.906667    
  2006.4 0.5485101E-01 0.4466963E-01  3.617119      4.903333    
  2007.1 0.6222436E-01 0.4536088E-01  2.467147      4.983333    
  2007.2 0.6581867E-01 0.4507805E-01  2.165330      4.736667    
  2007.3 0.6539824E-01 0.4670151E-01  2.268396      4.303333    
  2007.4 0.6582609E-01 0.4813029E-01  1.894080      3.390000    
  2008.1 0.7110797E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.6975138E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6695449E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6643774E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6920745E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7057013E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.7286344E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.7435861E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.7515136E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.7591212E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.7973330E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.8123498E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.8035878E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.8331608E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.8966557E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9194171E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9229504E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8974627E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8982626E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8660753E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.8690825E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.8877443E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9294605E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9434734E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.9211990E-01 0.7353172E-01  1.110336     0.2222305    
  2014.2 0.9179447E-01 0.7371212E-01  1.598514     0.2267692    
  2014.3 0.8985394E-01 0.7344075E-01  1.546156     0.2727381    
  2014.4 0.8624939E-01 0.7270034E-01  1.646035     0.3896289    
  2015.1 0.8301722E-01 0.7163268E-01  1.575785     0.5446822    
  2015.2 0.8051963E-01 0.7041296E-01  1.796896     0.7056998    
  2015.3 0.7701538E-01 0.6919799E-01  2.226477     0.8622789    
  2015.4 0.7669524E-01 0.6810526E-01  2.344046      1.011500    
  2016.1 0.7394440E-01 0.6720077E-01  2.370061      1.148466    
  2016.2 0.7970983E-01 0.6650839E-01  1.601126      1.268463    
  2016.3 0.8360613E-01 0.6602361E-01 0.3491084      1.370028    
  2016.4 0.8734028E-01 0.6572500E-01  0.000000      1.454232    
  2017.1 0.8957105E-01 0.6557762E-01  0.000000      1.523254    
  2017.2 0.9259700E-01 0.6554472E-01  0.000000      1.579320    
  2017.3 0.8964801E-01 0.6559437E-01  0.000000      1.624370    
  2017.4 0.8672950E-01 0.6569973E-01  0.000000      1.660170    
  2018.1 0.8285836E-01 0.6583532E-01  0.000000      1.688692    
  2018.2 0.8069690E-01 0.6598118E-01 0.3560597      1.711782    
  2018.3 0.7622327E-01 0.6612472E-01 0.7057994      1.730742    
  2018.4 0.7268780E-01 0.6625905E-01 0.8242814      1.746369    
  2019.1 0.7554922E-01 0.6637441E-01 0.4173764      1.759767    
  2019.2 0.7410904E-01 0.6646188E-01 0.6283716      1.772234    
  2019.3 0.7166038E-01 0.6651811E-01  1.704634      1.784603    
  2019.4 0.7002489E-01 0.6654506E-01  1.957704      1.797049    
  2020.1 0.7239353E-01 0.6654177E-01  1.731870      1.809908    
  2020.2 0.7812565E-01 0.6650849E-01  0.000000      1.823601    
  2020.3 0.7129251E-01 0.6644969E-01  0.000000      1.838160    
  2020.4 0.6235268E-01 0.6637212E-01  2.403285      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.464502905253E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     135 IER= 4 F=  0.429755919819E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.11009656850E-07  0.11174050016E-07  0.15414493423E-07

X VALUES

  0.53716651906E+00  0.95464633757E+00 -0.17189165507E-01

MEAN OF DEPENDENT VARIABLE   749999.228801756

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.537166519       0.024922224   21.55371
  2       1.100000000       0.954646338       0.071855188   13.28570
  3      -0.100000000      -0.017189166       0.069732060   -0.24650

SE of equation          =      0.014514292
Sum of squared residuals =  0.429755920E-01   0.112689596    
Sum of ABS residuals     =   1.10859855    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96743

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.238191411138E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     137 IER= 4 F=  0.127133299022E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.30704544219E-07  0.56886160679E-06  0.62639028060E-06

X VALUES

  0.66610629028E+00  0.10187896567E+01 -0.98132413771E-01

MEAN OF DEPENDENT VARIABLE   749999.227432866

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.666106290       0.018679518   35.65971
  2       1.100000000       1.018789657       0.071000983   14.34895
  3      -0.100000000      -0.098132414       0.064942711   -1.51106

SE of equation          =      0.007894317
Sum of squared residuals =  0.127133299E-01  -0.692529502E-01
Sum of ABS residuals     =  0.601117292    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99794

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.706507387843E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.623047024356E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.27365944984E-07  0.18607170118E-06  0.16649614177E-06

X VALUES

  0.44280599575E+00  0.10154208937E+01 -0.14546268869E+00

MEAN OF DEPENDENT VARIABLE   749999.263928970

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.442805996       0.036923601   11.99249
  2       1.100000000       1.015420894       0.072626129   13.98148
  3      -0.100000000      -0.145462689       0.069565208   -2.09103

SE of equation          =      0.018013985
Sum of squared residuals =  0.623047024E-01   0.395422502    
Sum of ABS residuals     =   1.21376960    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99610

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.351839400042E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.307619030837E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.98094605836E-06 -0.18028114857E-04 -0.19320794114E-04

X VALUES

  0.55697771635E+00  0.11618882975E+01 -0.19298110567E+00

MEAN OF DEPENDENT VARIABLE   749999.249676122

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.556977716       0.017922354   31.07726
  2       1.100000000       1.161888297       0.069413804   16.73858
  3      -0.100000000      -0.192981106       0.067158698   -2.87351

SE of equation          =      0.012279806
Sum of squared residuals =  0.307619031E-01  -0.379605227    
Sum of ABS residuals     =  0.998430905    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99253

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.533000773578E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.532803197517E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.10301497148E-05 -0.80473604424E-05 -0.10615014519E-04

X VALUES

  0.56069579451E+00  0.11811267921E+01 -0.24390197473E+00

MEAN OF DEPENDENT VARIABLE   749999.256294950

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.560695795       0.595539048    0.94149
  2       1.100000000       1.181126792       2.136431761    0.55285
  3      -0.100000000      -0.243901975       1.989963710   -0.12257

SE of equation          =      0.511055807
Sum of squared residuals =   53.2803198        8.03052250    
Sum of ABS residuals     =   9.85886629    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96665

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.512744000437E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 3 F=  0.510670079474E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.46508229793E-08  0.32682540386E-07  0.27744725188E-07

X VALUES

  0.63880238554E+00  0.92316633164E+00 -0.15045881854E-01

MEAN OF DEPENDENT VARIABLE   749999.216623294

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.638802386       0.246775299    2.58860
  2       1.100000000       0.923166332       0.390416411    2.36457
  3      -0.100000000      -0.015045882       0.382078732   -0.03938

SE of equation          =      0.158217720
Sum of squared residuals =   5.10670079        3.37214198    
Sum of ABS residuals     =   6.30449671    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93107

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.904949287205E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 1 F=  0.771780469416E+00
IER =  1 NO IMPROVEMENT FOR ANY VALUE OF LAMDA TRIED

GRADIENT VALUES

 -0.81977327420E-07  0.31211686994E-06  0.33600494209E-06

X VALUES

  0.94627997299E+00  0.89904174027E+00  0.83121770010E-01

MEAN OF DEPENDENT VARIABLE   749999.312099170

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.946279973       0.086590651   10.92820
  2       1.100000000       0.899041740       0.082937690   10.83997
  3      -0.100000000       0.083121770       0.082782696    1.00410

SE of equation          =      0.068600135
Sum of squared residuals =  0.771780469       0.369256137    
Sum of ABS residuals     =   5.22542729    
R squared                =    1.00000
Durbin-Watson statistic  =    1.89286

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.315651197162E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     101 IER= 4 F=  0.276491375187E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.27431389933E-05  0.73274057601E-05  0.50489768583E-05

X VALUES

  0.67029504007E+00  0.87962929453E+00 -0.67040706030E-01

MEAN OF DEPENDENT VARIABLE   749999.277714924

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.670295040       0.054707976   12.25224
  2       1.100000000       0.879629295       0.107935972    8.14955
  3      -0.100000000      -0.067040706       0.105784754   -0.63375

SE of equation          =      0.036815077
Sum of squared residuals =  0.276491375        1.36188245    
Sum of ABS residuals     =   3.60842450    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68469

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.637676520083E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.565002257960E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.33534244815E-07  0.64417916079E-07 -0.69625137562E-07

X VALUES

  0.50703590788E+00  0.74380616103E+00  0.11281609226E+00

MEAN OF DEPENDENT VARIABLE   749999.288670745

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.507035908       0.098649497    5.13977
  2       1.100000000       0.743806161       0.081892225    9.08274
  3      -0.100000000       0.112816092       0.084028392    1.34259

SE of equation          =      0.058695279
Sum of squared residuals =  0.565002258        1.70630331    
Sum of ABS residuals     =   3.68383840    
R squared                =    1.00000
Durbin-Watson statistic  =    1.87712

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.414202733718E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     111 IER= 4 F=  0.349465792629E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.59129955529E-07  0.25151356425E-06  0.14025544632E-06

X VALUES

  0.13162452849E+00  0.82148846610E+00  0.66337822182E-01

MEAN OF DEPENDENT VARIABLE   749999.233573964

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.131624528       0.096490094    1.36412
  2       1.100000000       0.821488466       0.092533596    8.87773
  3      -0.100000000       0.066337822       0.092660025    0.71593

SE of equation          =      0.047330385
Sum of squared residuals =  0.349465793       0.521098586    
Sum of ABS residuals     =   3.08815443    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94448

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.442746762693E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      80 IER= 4 F=  0.379744365725E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.30911447055E-05  0.15970811594E-06 -0.93779148771E-07

X VALUES

  0.55520934352E+00  0.92422624447E+00 -0.30408596534E+00

MEAN OF DEPENDENT VARIABLE   749999.271192703

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.555209344       0.048969316   11.33790
  2       1.100000000       0.924226244       0.094693951    9.76014
  3      -0.100000000      -0.304085965       0.088608321   -3.43180

SE of equation          =      0.043145011
Sum of squared residuals =  0.379744366        1.22804234    
Sum of ABS residuals     =   4.26695898    
R squared                =    1.00000
Durbin-Watson statistic  =    1.71460

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.765207942434E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      44 IER= 3 F=  0.737356919573E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.49343202549E-11 -0.46120853891E-11

X VALUES

  0.13500011762E+01 -0.43630571908E+00

MEAN OF DEPENDENT VARIABLE   749999.254347160

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.350001176       0.142062658    9.50286
  2      -0.100000000      -0.436305719       0.161375984   -2.70366

SE of equation          =      0.025212150
Sum of squared residuals =  0.737356920E-01   0.811228451    
Sum of ABS residuals     =   1.31780698    
R squared                =    1.00000
Durbin-Watson statistic  =    1.42453

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.330745551190E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.312219049463E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.19976559452E-10  0.22485461081E-10

X VALUES

  0.10420554031E+01 -0.16046923908E+00

MEAN OF DEPENDENT VARIABLE   749999.252033545

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.042055403       0.090049700   11.57200
  2      -0.100000000      -0.160469239       0.087025156   -1.84394

SE of equation          =      0.039121420
Sum of squared residuals =  0.312219049        1.69587259    
Sum of ABS residuals     =   3.46340177    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69226

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4904606E-01 0.5234225E-01 0.9220328      1.083667    
  1954.2 0.5817489E-01 0.5783462E-01 0.6546851     0.8143333    
  1954.3 0.6335726E-01 0.5970489E-01 0.5738425     0.8696667    
  1954.4 0.6725582E-01 0.5361334E-01 0.3834117      1.036333    
  1955.1 0.6688628E-01 0.4710636E-01 0.7754359      1.256333    
  1955.2 0.6493703E-01 0.4380454E-01  1.320598      1.614333    
  1955.3 0.5598812E-01 0.4109694E-01  2.069965      1.861333    
  1955.4 0.4487090E-01 0.4208878E-01  3.180436      2.349333    
  1956.1 0.3638854E-01 0.4031458E-01  3.946219      2.379333    
  1956.2 0.2894460E-01 0.4190614E-01  5.072038      2.596667    
  1956.3 0.2353162E-01 0.4128671E-01  6.450507      2.596667    
  1956.4 0.2081989E-01 0.4100540E-01  7.569215      3.063667    
  1957.1 0.1819534E-01 0.3946671E-01  7.707680      3.171667    
  1957.2 0.2059613E-01 0.4062513E-01  7.097903      3.157000    
  1957.3 0.2391070E-01 0.4207225E-01  7.046626      3.382333    
  1957.4 0.2473434E-01 0.4923487E-01  7.407389      3.343333    
  1958.1 0.2569427E-01 0.6275076E-01  7.946221      1.838000    
  1958.2 0.2529732E-01 0.7359928E-01  7.567849      1.017667    
  1958.3 0.2749477E-01 0.7309055E-01  6.876438      1.710667    
  1958.4 0.3227071E-01 0.6352766E-01  5.531406      2.787667    
  1959.1 0.3313616E-01 0.5798631E-01  5.861677      2.800333    
  1959.2 0.3259753E-01 0.5104500E-01  7.218785      3.019333    
  1959.3 0.5624211E-01 0.5287044E-01  6.395663      3.533000    
  1959.4 0.6495537E-01 0.5592834E-01  4.093371      4.299333    
  1960.1 0.7781173E-01 0.5159512E-01  2.500350      3.943000    
  1960.2 0.7797727E-01 0.5225835E-01  2.774280      3.092333    
  1960.3 0.6859389E-01 0.5549938E-01  3.915466      2.390333    
  1960.4 0.6317746E-01 0.6251647E-01  3.515246      2.360667    
  1961.1 0.5790258E-01 0.6773354E-01  3.446053      2.376667    
  1961.2 0.5120999E-01 0.6971717E-01  4.575418      2.324667    
  1961.3 0.4501323E-01 0.6749309E-01  5.645987      2.324667    
  1961.4 0.3541729E-01 0.6171891E-01  7.093213      2.475000    
  1962.1 0.3073341E-01 0.5614436E-01  7.579417      2.739000    
  1962.2 0.3308065E-01 0.5482584E-01  7.001673      2.716000    
  1962.3 0.3767496E-01 0.5539051E-01  6.587716      2.858000    
  1962.4 0.4398846E-01 0.5505923E-01  6.524951      2.803333    
  1963.1 0.5029016E-01 0.5779253E-01  6.001394      2.909000    
  1963.2 0.5159689E-01 0.5680856E-01  5.496858      2.941333    
  1963.3 0.5153543E-01 0.5493742E-01  5.336430      3.280667    
  1963.4 0.4805445E-01 0.5572673E-01  5.092549      3.499333    
  1964.1 0.4194989E-01 0.5457706E-01  5.068492      3.538000    
  1964.2 0.3424273E-01 0.5220257E-01  5.908898      3.481333    
  1964.3 0.2962103E-01 0.4989598E-01  6.730753      3.504000    
  1964.4 0.2985787E-01 0.4953597E-01  6.930082      3.685000    
  1965.1 0.3550924E-01 0.4871666E-01  5.605811      3.899667    
  1965.2 0.4169826E-01 0.4655354E-01  3.704245      3.879000    
  1965.3 0.4671145E-01 0.4351989E-01  3.010538      3.859667    
  1965.4 0.5223673E-01 0.4102298E-01  2.352466      4.158667    
  1966.1 0.5282621E-01 0.3848268E-01  2.546098      4.630667    
  1966.2 0.5004469E-01 0.3807639E-01  3.216331      4.597333    
  1966.3 0.4594869E-01 0.3750700E-01  3.790775      5.047667    
  1966.4 0.4373054E-01 0.3683286E-01  3.819878      5.246000    
  1967.1 0.3822723E-01 0.3809930E-01  4.618158      4.533667    
  1967.2 0.3401190E-01 0.3806934E-01  5.703021      3.657333    
  1967.3 0.2763734E-01 0.3784696E-01  6.620185      4.344667    
  1967.4 0.1910034E-01 0.3915978E-01  7.792311      4.787333    
  1968.1 0.1682158E-01 0.3728355E-01  7.506733      5.064667    
  1968.2 0.1599262E-01 0.3537721E-01  6.424305      5.510000    
  1968.3 0.1929189E-01 0.3510557E-01  5.964489      5.226333    
  1968.4 0.2786858E-01 0.3392130E-01  5.108413      5.580667    
  1969.1 0.2880728E-01 0.3376971E-01  5.916908      6.137667    
  1969.2 0.2995780E-01 0.3424592E-01  7.090852      6.240000    
  1969.3 0.4149449E-01 0.3590757E-01  7.285104      7.046667    
  1969.4 0.4776285E-01 0.3581941E-01  5.898531      7.317667    
  1970.1 0.5251668E-01 0.4159508E-01  4.628126      7.262667    
  1970.2 0.5732370E-01 0.4746577E-01  4.519875      6.752333    
  1970.3 0.5809957E-01 0.5169088E-01  4.790097      6.374667    
  1970.4 0.5682363E-01 0.5802797E-01  4.872950      5.358333    
  1971.1 0.5524587E-01 0.5914467E-01  5.631544      3.863333    
  1971.2 0.5489083E-01 0.5907857E-01  6.159238      4.206000    
  1971.3 0.5301649E-01 0.5983336E-01  6.244643      5.050333    
  1971.4 0.5174807E-01 0.5954344E-01  6.615114      4.234333    
  1972.1 0.5092761E-01 0.5768041E-01  7.403396      3.435333    
  1972.2 0.5289855E-01 0.5658509E-01  7.629515      3.748333    
  1972.3 0.5421400E-01 0.5584112E-01  7.474787      4.241333    
  1972.4 0.5517838E-01 0.5304486E-01  7.610226      4.851333    
  1973.1 0.5877872E-01 0.4950510E-01  7.366645      5.639667    
  1973.2 0.5841138E-01 0.4889844E-01  7.982298      6.608333    
  1973.3 0.5996380E-01 0.4793204E-01  8.569567      8.388333    
  1973.4 0.5850338E-01 0.4769321E-01  9.379430      7.461667    
  1974.1 0.6285668E-01 0.5085049E-01  8.679483      7.600333    
  1974.2 0.6904458E-01 0.5161500E-01  7.448095      8.268000    
  1974.3 0.7127580E-01 0.5583721E-01  6.858456      8.286333    
  1974.4 0.7159376E-01 0.6556479E-01  6.610080      7.336000    
  1975.1 0.7359205E-01 0.8217515E-01  6.509238      5.873333    
  1975.2 0.7023729E-01 0.8828988E-01  7.256746      5.400667    
  1975.3 0.6711639E-01 0.8467753E-01  8.308184      6.336667    
  1975.4 0.6055368E-01 0.8259670E-01  9.295025      5.684333    
  1976.1 0.5794042E-01 0.7723461E-01  8.942725      4.953333    
  1976.2 0.5740544E-01 0.7526804E-01  8.658803      5.168667    
  1976.3 0.5944697E-01 0.7700112E-01  8.674028      5.168667    
  1976.4 0.6343556E-01 0.7733424E-01  8.322968      4.698000    
  1977.1 0.7450690E-01 0.7493048E-01  7.636380      4.624000    
  1977.2 0.7591545E-01 0.7104693E-01  7.688456      4.828667    
  1977.3 0.6755003E-01 0.6864221E-01  8.493917      5.472000    
  1977.4 0.6401143E-01 0.6612385E-01  8.040462      6.137000    
  1978.1 0.5727960E-01 0.6326666E-01  8.301343      6.408000    
  1978.2 0.5399075E-01 0.5999476E-01  9.019520      6.481000    
  1978.3 0.5181704E-01 0.6021465E-01  9.479297      7.315333    
  1978.4 0.5036619E-01 0.5883992E-01  9.760130      8.680333    
  1979.1 0.5151553E-01 0.5877879E-01  9.657804      9.357667    
  1979.2 0.5113198E-01 0.5714052E-01  9.436934      9.372333    
  1979.3 0.4807001E-01 0.5868435E-01  9.743254      9.631333    
  1979.4 0.5005801E-01 0.5940129E-01  13.98164      11.80367    
  1980.1 0.4687810E-01 0.6296949E-01  11.45020      13.45867    
  1980.2 0.4372769E-01 0.7323656E-01  9.658575      10.04933    
  1980.3 0.4801082E-01 0.7680771E-01  9.962596      9.235333    
  1980.4 0.5033798E-01 0.7398623E-01  12.77854      13.70967    
  1981.1 0.5360231E-01 0.7426606E-01  12.16679      14.36900    
  1981.2 0.5871982E-01 0.7398937E-01  16.56171      14.82900    
  1981.3 0.6920567E-01 0.7417361E-01  17.45048      15.08733    
  1981.4 0.7559752E-01 0.8241053E-01  16.88112      12.02267    
  1982.1 0.7694445E-01 0.8843563E-01  17.04062      12.89500    
  1982.2 0.7673780E-01 0.9425762E-01  15.01753      12.35900    
  1982.3 0.7300901E-01 0.9942961E-01  12.49552      9.705333    
  1982.4 0.6517957E-01 0.1067659      12.55507      7.935000    
  1983.1 0.5920370E-01 0.1039701      13.32553      8.081333    
  1983.2 0.5320659E-01 0.1010214      13.18837      8.420667    
  1983.3 0.4686405E-01 0.9360138E-01  13.14950      9.186667    
  1983.4 0.4089259E-01 0.8541760E-01  13.45180      8.793333    
  1984.1 0.4511202E-01 0.7871758E-01  13.24682      9.133333    
  1984.2 0.3922931E-01 0.7478733E-01  13.49396      9.843333    
  1984.3 0.2669100E-01 0.7451999E-01  14.45632      10.34333    
  1984.4 0.2291977E-01 0.7283015E-01  13.69857      8.973333    
  1985.1 0.2021989E-01 0.7279936E-01  13.51465      8.183333    
  1985.2 0.1831121E-01 0.7288834E-01  14.31146      7.523333    
  1985.3 0.1883615E-01 0.7210537E-01  14.66690      7.103333    
  1985.4 0.1616554E-01 0.7054201E-01  15.22354      7.146667    
  1986.1 0.2171569E-01 0.7015712E-01  13.67435      6.886667    
  1986.2 0.2606394E-01 0.7180384E-01  12.44843      6.130000    
  1986.3 0.2667932E-01 0.6991001E-01  12.36242      5.533333    
  1986.4 0.2735333E-01 0.6835172E-01  12.10745      5.340000    
  1987.1 0.3643774E-01 0.6620689E-01  11.13428      5.533333    
  1987.2 0.3702764E-01 0.6280795E-01  10.49455      5.733333    
  1987.3 0.3531409E-01 0.6014193E-01  11.11789      6.033333    
  1987.4 0.3008241E-01 0.5868976E-01  11.34751      6.003333    
  1988.1 0.3118280E-01 0.5727587E-01  11.38520      5.760000    
  1988.2 0.3361291E-01 0.5487146E-01  11.11272      6.230000    
  1988.3 0.3147979E-01 0.5492451E-01  11.05910      6.993333    
  1988.4 0.2616339E-01 0.5350265E-01  11.05812      7.703333    
  1989.1 0.2641164E-01 0.5215423E-01  10.99168      8.533333    
  1989.2 0.2413004E-01 0.5244464E-01  10.89430      8.440000    
  1989.3 0.2547070E-01 0.5277223E-01  10.36706      7.850000    
  1989.4 0.2427457E-01 0.5373561E-01  9.596809      7.633333    
  1990.1 0.2387532E-01 0.5300361E-01  9.145394      7.756667    
  1990.2 0.2030994E-01 0.5337414E-01  9.660185      7.766667    
  1990.3 0.2338625E-01 0.5687498E-01  9.938721      7.493333    
  1990.4 0.3366544E-01 0.6113686E-01  6.990370      7.023333    
  1991.1 0.4166282E-01 0.6574073E-01  4.240111      6.053333    
  1991.2 0.4839707E-01 0.6823443E-01  3.158970      5.593333    
  1991.3 0.5611223E-01 0.6853392E-01  2.704923      5.406667    
  1991.4 0.6569406E-01 0.7096660E-01 0.9260790      4.583333    
  1992.1 0.6711387E-01 0.7379080E-01 0.9797950      3.910000    
  1992.2 0.6447795E-01 0.7594573E-01  1.933530      3.723333    
  1992.3 0.6083730E-01 0.7626478E-01  2.464823      3.130000    
  1992.4 0.5594645E-01 0.7406133E-01  2.992155      3.076667    
  1993.1 0.5004510E-01 0.7149713E-01  3.546416      2.993333    
  1993.2 0.4498151E-01 0.7068857E-01  3.749109      2.983333    
  1993.3 0.4307505E-01 0.6799552E-01  3.718795      3.020000    
  1993.4 0.4299545E-01 0.6619143E-01  4.037374      3.080000    
  1994.1 0.4041752E-01 0.6555817E-01  3.916975      3.250000    
  1994.2 0.4053488E-01 0.6165512E-01  4.007758      4.036667    
  1994.3 0.3860256E-01 0.6001291E-01  4.155154      4.510000    
  1994.4 0.3806719E-01 0.5619378E-01  4.151793      5.283333    
  1995.1 0.3572831E-01 0.5477964E-01  4.170407      5.780000    
  1995.2 0.3323550E-01 0.5674622E-01  4.673536      5.623333    
  1995.3 0.3015958E-01 0.5658385E-01  5.332906      5.380000    
  1995.4 0.3224535E-01 0.5572015E-01  5.363088      5.270000    
  1996.1 0.2985261E-01 0.5545427E-01  5.207780      4.950000    
  1996.2 0.3216815E-01 0.5470120E-01  4.845507      5.040000    
  1996.3 0.3860746E-01 0.5259294E-01  4.646095      5.136667    
  1996.4 0.4027902E-01 0.5310254E-01  4.809418      4.970000    
  1997.1 0.4521033E-01 0.5223738E-01  5.802277      5.063333    
  1997.2 0.4799341E-01 0.4974959E-01  5.976771      5.073333    
  1997.3 0.5233364E-01 0.4858023E-01  5.022906      5.056667    
  1997.4 0.6192112E-01 0.4680572E-01  3.678118      5.086667    
  1998.1 0.7339345E-01 0.4637954E-01  2.378866      5.053333    
  1998.2 0.7948313E-01 0.4414228E-01  1.600232      4.976667    
  1998.3 0.8000539E-01 0.4528502E-01  1.569321      4.823333    
  1998.4 0.8030044E-01 0.4429607E-01  1.098164      4.253333    
  1999.1 0.8008135E-01 0.4284456E-01 0.3545366      4.406667    
  1999.2 0.7387073E-01 0.4248440E-01  1.086063      4.453333    
  1999.3 0.6480640E-01 0.4243400E-01  2.453113      4.650000    
  1999.4 0.6401342E-01 0.4077788E-01 0.6445837      5.043333    
  2000.1 0.5453338E-01 0.4048765E-01 0.6146413      5.520000    
  2000.2 0.5248722E-01 0.3947782E-01  1.073372      5.713333    
  2000.3 0.5709172E-01 0.4030117E-01  1.219507      6.016667    
  2000.4 0.5828484E-01 0.3918419E-01  1.275974      6.016667    
  2001.1 0.5482987E-01 0.4230321E-01  1.654442      4.816667    
  2001.2 0.5127131E-01 0.4411448E-01  2.694422      3.660000    
  2001.3 0.4759878E-01 0.4819249E-01  3.475133      3.170000    
  2001.4 0.4794659E-01 0.5537421E-01  3.627815      1.906667    
  2002.1 0.4255162E-01 0.5705425E-01  4.642525      1.820000    
  2002.2 0.4196286E-01 0.5845793E-01  4.974874      1.716667    
  2002.3 0.3811159E-01 0.5732000E-01  5.980313      1.643333    
  2002.4 0.3800838E-01 0.5851777E-01  6.039923      1.333333    
  2003.1 0.4103627E-01 0.5873963E-01  5.104072      1.156667    
  2003.2 0.4166908E-01 0.6152488E-01  4.929045      1.043333    
  2003.3 0.4193822E-01 0.6107130E-01  5.482889     0.9300000    
  2003.4 0.4947085E-01 0.5820932E-01  3.011084     0.9166667    
  2004.1 0.5040395E-01 0.5687648E-01  1.667699     0.9166667    
  2004.2 0.5377706E-01 0.5595400E-01  1.989472      1.076667    
  2004.3 0.5725265E-01 0.5440757E-01  1.870854      1.486667    
  2004.4 0.6259115E-01 0.5396538E-01  1.046265      2.006667    
  2005.1 0.7176661E-01 0.5292068E-01 0.2473083      2.536667    
  2005.2 0.6983858E-01 0.5115378E-01 0.7118586      2.863333    
  2005.3 0.6442729E-01 0.4975337E-01  2.202449      3.360000    
  2005.4 0.5877381E-01 0.4964352E-01  2.770530      3.826667    
  2006.1 0.6069728E-01 0.4731667E-01  2.109158      4.393333    
  2006.2 0.5738251E-01 0.4666969E-01  2.400903      4.703333    
  2006.3 0.5388798E-01 0.4655398E-01  3.964492      4.906667    
  2006.4 0.5111191E-01 0.4466963E-01  4.373103      4.903333    
  2007.1 0.5130381E-01 0.4536088E-01  4.514889      4.983333    
  2007.2 0.5450484E-01 0.4507805E-01  5.031363      4.736667    
  2007.3 0.6210107E-01 0.4670151E-01  5.274348      4.303333    
  2007.4 0.6572556E-01 0.4813029E-01  4.001274      3.390000    
  2008.1 0.7466178E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.7746756E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.7867908E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.8168258E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8886395E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9694662E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.1011072     0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.1028213     0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1061978     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1061508     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1114307     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1180046     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1205034     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1221443     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1209667     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1174163     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1150881     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1152343     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1181054     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1206896     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1271703     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1277954     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1219943     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1240147     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1240144     0.7353172E-01 0.6149574     0.2222305    
  2014.2 0.1236741     0.7371212E-01 0.4844216     0.2267692    
  2014.3 0.1258479     0.7344075E-01  0.000000     0.2727381    
  2014.4 0.1299391     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1358394     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1384092     0.7041296E-01  0.000000     0.7056998    
  2015.3 0.1384545     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.1398908     0.6810526E-01  0.000000      1.011500    
  2016.1 0.1380368     0.6720077E-01  0.000000      1.148466    
  2016.2 0.1340863     0.6650839E-01  0.000000      1.268463    
  2016.3 0.1339385     0.6602361E-01  0.000000      1.370028    
  2016.4 0.1301680     0.6572500E-01  0.000000      1.454232    
  2017.1 0.1220351     0.6557762E-01 0.2064244      1.523254    
  2017.2 0.1187145     0.6554472E-01 0.1003519      1.579320    
  2017.3 0.1145527     0.6559437E-01 0.2941994      1.624370    
  2017.4 0.1095372     0.6569973E-01 0.8510541      1.660170    
  2018.1 0.1069195     0.6583532E-01 0.4090363      1.688692    
  2018.2 0.1071128     0.6598118E-01  0.000000      1.711782    
  2018.3 0.1100881     0.6612472E-01  0.000000      1.730742    
  2018.4 0.1116830     0.6625905E-01  0.000000      1.746369    
  2019.1 0.1103705     0.6637441E-01  0.000000      1.759767    
  2019.2 0.1059321     0.6646188E-01 0.1096442      1.772234    
  2019.3 0.1035846     0.6651811E-01 0.1097869      1.784603    
  2019.4 0.9901315E-01 0.6654506E-01  0.000000      1.797049    
  2020.1 0.8994447E-01 0.6654177E-01  1.067243      1.809908    
  2020.2 0.8283558E-01 0.6650849E-01  2.311479      1.823601    
  2020.3 0.7625849E-01 0.6644969E-01  2.888718      1.838160    
  2020.4 0.6925447E-01 0.6637212E-01  3.280363      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.417803673477E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     118 IER= 4 F=  0.358387940763E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.20227966989E-07 -0.12314448022E-06 -0.11523074162E-06

X VALUES

  0.60635662307E+00  0.94125531903E+00  0.34026814480E-02

MEAN OF DEPENDENT VARIABLE   749999.217398430

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.606356623       0.022235650   27.26957
  2       1.100000000       0.941255319       0.070597482   13.33270
  3      -0.100000000       0.003402681       0.068249851    0.04986

SE of equation          =      0.013254447
Sum of squared residuals =  0.358387941E-01  -0.109481337    
Sum of ABS residuals     =   1.00358949    
R squared                =    1.00000
Durbin-Watson statistic  =    1.85787

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.197135872282E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     147 IER= 3 F=  0.118473152831E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.78279702032E-10  0.28911635214E-10 -0.32331258822E-10

X VALUES

  0.65739355898E+00  0.94411380375E+00 -0.11804030484E-01

MEAN OF DEPENDENT VARIABLE   749999.241978528

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.657393559       0.020899310   31.45528
  2       1.100000000       0.944113804       0.069942708   13.49839
  3      -0.100000000      -0.011804030       0.065167787   -0.18113

SE of equation          =      0.007620700
Sum of squared residuals =  0.118473153E-01   0.290228407E-01
Sum of ABS residuals     =  0.573911826    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98277

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.819130959981E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.702850163930E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.33946184510E-05 -0.95620258081E-05 -0.69914198630E-05

X VALUES

  0.41336648218E+00  0.12492622769E+01 -0.35716579451E+00

MEAN OF DEPENDENT VARIABLE   749999.262739198

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.413366482       0.033180283   12.45820
  2       1.100000000       1.249262277       0.067333118   18.55346
  3      -0.100000000      -0.357165795       0.067347387   -5.30334

SE of equation          =      0.019132898
Sum of squared residuals =  0.702850164E-01   0.241363916    
Sum of ABS residuals     =   1.37876437    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98668

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.460302230188E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     109 IER= 3 F=  0.408974042237E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.70662434232E-09  0.31719868495E-09 -0.31571967263E-09

X VALUES

  0.47380427026E+00  0.96066453062E+00 -0.48506184482E-02

MEAN OF DEPENDENT VARIABLE   749999.257522257

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.473804270       0.017493392   27.08476
  2       1.100000000       0.960664531       0.071635330   13.41049
  3      -0.100000000      -0.004850618       0.068991027   -0.07031

SE of equation          =      0.014159007
Sum of squared residuals =  0.408974042E-01  -0.265618406    
Sum of ABS residuals     =   1.25328470    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99680

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.282120644532E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     106 IER= 4 F=  0.282016600751E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.19904538472E-05 -0.54685969161E-04 -0.54756831767E-04

X VALUES

  0.53725774942E+00  0.12410863894E+01 -0.27266521015E+00

MEAN OF DEPENDENT VARIABLE   749999.254342166

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.537257749       0.479349614    1.12081
  2       1.100000000       1.241086389       1.515127355    0.81913
  3      -0.100000000      -0.272665210       1.450941273   -0.18792

SE of equation          =      0.371811016
Sum of squared residuals =   28.2016601        5.54644451    
Sum of ABS residuals     =   7.50159144    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96625

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.145704758997E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      90 IER= 3 F=  0.142199122854E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.48531251701E-09 -0.79708348238E-08 -0.18614290550E-07

X VALUES

  0.54217199766E+00  0.99422107281E+00 -0.24030400483E+00

MEAN OF DEPENDENT VARIABLE   749999.228480573

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.542171998       0.129576916    4.18417
  2       1.100000000       0.994221073       0.203275884    4.89099
  3      -0.100000000      -0.240304005       0.191593140   -1.25424

SE of equation          =      0.083489791
Sum of squared residuals =   1.42199123        1.99283192    
Sum of ABS residuals     =   4.35745464    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91978

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.846988385225E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      79 IER= 4 F=  0.771455731567E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.39634781388E-04 -0.20910272680E-02 -0.20349358922E-02

X VALUES

  0.87858937103E+00  0.93846228178E+00  0.84145635695E-01

MEAN OF DEPENDENT VARIABLE   749999.506569219

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.878589371       0.113938521    7.71108
  2       1.100000000       0.938462282       0.086374861   10.86499
  3      -0.100000000       0.084145636       0.087900260    0.95729

SE of equation          =      0.068585701
Sum of squared residuals =  0.771455732        1.29912748    
Sum of ABS residuals     =   5.48861230    
R squared                =    1.00000
Durbin-Watson statistic  =    1.89259

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.480312136247E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.424214555836E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.11291412543E-06 -0.67647882366E-06 -0.68184993246E-06

X VALUES

  0.47750572727E+00  0.88524980554E+00 -0.29324230027E+00

MEAN OF DEPENDENT VARIABLE   749999.293701585

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.477505727       0.036867426   12.95197
  2       1.100000000       0.885249806       0.107221620    8.25626
  3      -0.100000000      -0.293242300       0.103829656   -2.82426

SE of equation          =      0.045601350
Sum of squared residuals =  0.424214556        1.69861013    
Sum of ABS residuals     =   3.99633038    
R squared                =    1.00000
Durbin-Watson statistic  =    1.62303

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.634603630768E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.599651864345E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.17435069355E-06  0.22384258919E-05  0.23698794669E-05

X VALUES

  0.56509214642E+00  0.94071262150E+00 -0.53429253878E-01

MEAN OF DEPENDENT VARIABLE   749999.318568805

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.565092146       0.133802232    4.22334
  2       1.100000000       0.940712622       0.089949042   10.45828
  3      -0.100000000      -0.053429254       0.100639551   -0.53090

SE of equation          =      0.060468288
Sum of squared residuals =  0.599651864        1.71435826    
Sum of ABS residuals     =   3.90829674    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93966

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.491004379917E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     112 IER= 4 F=  0.377011821253E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.94469397033E-07  0.91057987432E-06  0.41703619244E-06

X VALUES

 -0.19932260170E+00  0.10672299504E+01 -0.92843758642E-01

MEAN OF DEPENDENT VARIABLE   749999.310565146

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000      -0.199322602       0.108864892   -1.83092
  2       1.100000000       1.067229950       0.092427052   11.54673
  3      -0.100000000      -0.092843759       0.094658401   -0.98083

SE of equation          =      0.049160375
Sum of squared residuals =  0.377011821        1.46072814    
Sum of ABS residuals     =   3.55773680    
R squared                =    1.00000
Durbin-Watson statistic  =    1.83089

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.368971728627E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     112 IER= 4 F=  0.337420070478E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.50127404025E-05  0.14114440692E-05  0.29229579830E-05

X VALUES

  0.41445506880E+00  0.80828280336E+00 -0.20358029787E+00

MEAN OF DEPENDENT VARIABLE   749999.281969182

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.414455069       0.038478561   10.77106
  2       1.100000000       0.808282803       0.117202364    6.89647
  3      -0.100000000      -0.203580298       0.109831388   -1.85357

SE of equation          =      0.040669644
Sum of squared residuals =  0.337420070        1.92515127    
Sum of ABS residuals     =   3.66578475    
R squared                =    1.00000
Durbin-Watson statistic  =    1.56364

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.108679496979E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.102286446235E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.11455757518E-10  0.11503173582E-10

X VALUES

  0.11750819754E+01 -0.33176858716E+00

MEAN OF DEPENDENT VARIABLE   749999.283945762

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.175081975       0.133907197    8.77535
  2      -0.100000000      -0.331768587       0.134164429   -2.47285

SE of equation          =      0.029694776
Sum of squared residuals =  0.102286446        1.07192058    
Sum of ABS residuals     =   1.50445556    
R squared                =    1.00000
Durbin-Watson statistic  =    1.36489

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.336812868210E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.333246585336E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.48248831193E-10  0.48816395340E-10

X VALUES

  0.11447654608E+01 -0.18194264724E+00

MEAN OF DEPENDENT VARIABLE   749999.294981908

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.144765461       0.098268009   11.64942
  2      -0.100000000      -0.181942647       0.098135939   -1.85399

SE of equation          =      0.040417344
Sum of squared residuals =  0.333246585        1.95560667    
Sum of ABS residuals     =   3.63059827    
R squared                =    1.00000
Durbin-Watson statistic  =    1.65970

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5002232E-01 0.5234225E-01  1.004512      1.083667    
  1954.2 0.6708863E-01 0.5783462E-01  0.000000     0.8143333    
  1954.3 0.6761837E-01 0.5970489E-01  0.000000     0.8696667    
  1954.4 0.6019127E-01 0.5361334E-01  2.056927      1.036333    
  1955.1 0.5130565E-01 0.4710636E-01  4.147719      1.256333    
  1955.2 0.4589781E-01 0.4380454E-01  4.707604      1.614333    
  1955.3 0.3953713E-01 0.4109694E-01  4.691573      1.861333    
  1955.4 0.3597604E-01 0.4208878E-01  5.127113      2.349333    
  1956.1 0.4096320E-01 0.4031458E-01  5.104640      2.379333    
  1956.2 0.3730267E-01 0.4190614E-01  5.643368      2.596667    
  1956.3 0.2639718E-01 0.4128671E-01  6.919753      2.596667    
  1956.4 0.2233213E-01 0.4100540E-01  6.652115      3.063667    
  1957.1 0.1898177E-01 0.3946671E-01  5.651453      3.171667    
  1957.2 0.2009859E-01 0.4062513E-01  4.730813      3.157000    
  1957.3 0.2522272E-01 0.4207225E-01  4.417454      3.382333    
  1957.4 0.3202421E-01 0.4923487E-01  3.289336      3.343333    
  1958.1 0.4010174E-01 0.6275076E-01  3.251383      1.838000    
  1958.2 0.3765813E-01 0.7359928E-01  4.455011      1.017667    
  1958.3 0.2678404E-01 0.7309055E-01  5.877797      1.710667    
  1958.4 0.2508268E-01 0.6352766E-01  5.382265      2.787667    
  1959.1 0.2141598E-01 0.5798631E-01  5.653794      2.800333    
  1959.2 0.2013112E-01 0.5104500E-01  6.415545      3.019333    
  1959.3 0.2864504E-01 0.5287044E-01  7.000162      3.533000    
  1959.4 0.3517614E-01 0.5592834E-01  6.210645      4.299333    
  1960.1 0.4103691E-01 0.5159512E-01  6.120498      3.943000    
  1960.2 0.4278280E-01 0.5225835E-01  6.121067      3.092333    
  1960.3 0.4671844E-01 0.5549938E-01  5.478874      2.390333    
  1960.4 0.5559411E-01 0.6251647E-01  4.524484      2.360667    
  1961.1 0.6463922E-01 0.6773354E-01  4.245242      2.376667    
  1961.2 0.7282899E-01 0.6971717E-01  3.581118      2.324667    
  1961.3 0.7541042E-01 0.6749309E-01  2.899628      2.324667    
  1961.4 0.7424741E-01 0.6171891E-01  2.945707      2.475000    
  1962.1 0.6993034E-01 0.5614436E-01  2.788889      2.739000    
  1962.2 0.6481405E-01 0.5482584E-01  3.217124      2.716000    
  1962.3 0.6017221E-01 0.5539051E-01  4.103141      2.858000    
  1962.4 0.5639859E-01 0.5505923E-01  5.128989      2.803333    
  1963.1 0.5710846E-01 0.5779253E-01  4.798364      2.909000    
  1963.2 0.5375738E-01 0.5680856E-01  4.754761      2.941333    
  1963.3 0.4848603E-01 0.5493742E-01  5.940886      3.280667    
  1963.4 0.4333752E-01 0.5572673E-01  6.643729      3.499333    
  1964.1 0.4117892E-01 0.5457706E-01  6.410172      3.538000    
  1964.2 0.4610303E-01 0.5220257E-01  5.409222      3.481333    
  1964.3 0.4918027E-01 0.4989598E-01  4.258977      3.504000    
  1964.4 0.5392643E-01 0.4953597E-01  3.814358      3.685000    
  1965.1 0.5863966E-01 0.4871666E-01  3.738396      3.899667    
  1965.2 0.6018921E-01 0.4655354E-01  3.630343      3.879000    
  1965.3 0.5514464E-01 0.4351989E-01  4.062210      3.859667    
  1965.4 0.5142827E-01 0.4102298E-01  4.764167      4.158667    
  1966.1 0.4662084E-01 0.3848268E-01  4.534075      4.630667    
  1966.2 0.4446912E-01 0.3807639E-01  3.436862      4.597333    
  1966.3 0.4607090E-01 0.3750700E-01  2.912628      5.047667    
  1966.4 0.5058552E-01 0.3683286E-01  2.066771      5.246000    
  1967.1 0.4777812E-01 0.3809930E-01  2.655754      4.533667    
  1967.2 0.4342912E-01 0.3806934E-01  3.768195      3.657333    
  1967.3 0.3931703E-01 0.3784696E-01  4.449907      4.344667    
  1967.4 0.3531592E-01 0.3915978E-01  5.260979      4.787333    
  1968.1 0.2848147E-01 0.3728355E-01  5.852787      5.064667    
  1968.2 0.2189548E-01 0.3537721E-01  6.644744      5.510000    
  1968.3 0.1520249E-01 0.3510557E-01  7.552456      5.226333    
  1968.4 0.1677135E-01 0.3392130E-01  8.063735      5.580667    
  1969.1 0.1532938E-01 0.3376971E-01  8.903185      6.137667    
  1969.2 0.1968948E-01 0.3424592E-01  8.831457      6.240000    
  1969.3 0.2179883E-01 0.3590757E-01  8.536473      7.046667    
  1969.4 0.2315581E-01 0.3581941E-01  8.703894      7.317667    
  1970.1 0.2819123E-01 0.4159508E-01  8.151914      7.262667    
  1970.2 0.3425751E-01 0.4746577E-01  7.558861      6.752333    
  1970.3 0.4341972E-01 0.5169088E-01  7.077618      6.374667    
  1970.4 0.4713734E-01 0.5802797E-01  7.110136      5.358333    
  1971.1 0.5015788E-01 0.5914467E-01  7.429112      3.863333    
  1971.2 0.4881005E-01 0.5907857E-01  7.599094      4.206000    
  1971.3 0.4815617E-01 0.5983336E-01  7.146687      5.050333    
  1971.4 0.5218363E-01 0.5954344E-01  6.738441      4.234333    
  1972.1 0.6054763E-01 0.5768041E-01  5.275633      3.435333    
  1972.2 0.6715977E-01 0.5658509E-01  3.681165      3.748333    
  1972.3 0.7404740E-01 0.5584112E-01  2.989893      4.241333    
  1972.4 0.8032268E-01 0.5304486E-01  1.982693      4.851333    
  1973.1 0.7875614E-01 0.4950510E-01  1.895128      5.639667    
  1973.2 0.7417801E-01 0.4889844E-01  3.035002      6.608333    
  1973.3 0.6793062E-01 0.4793204E-01  4.302256      8.388333    
  1973.4 0.6452056E-01 0.4769321E-01  4.927421      7.461667    
  1974.1 0.5733429E-01 0.5085049E-01  5.272512      7.600333    
  1974.2 0.5296967E-01 0.5161500E-01  5.240104      8.268000    
  1974.3 0.5411318E-01 0.5583721E-01  5.919933      8.286333    
  1974.4 0.5497095E-01 0.6556479E-01  6.418072      7.336000    
  1975.1 0.5880536E-01 0.8217515E-01  5.318317      5.873333    
  1975.2 0.6475251E-01 0.8828988E-01  3.619251      5.400667    
  1975.3 0.7345978E-01 0.8467753E-01  3.012960      6.336667    
  1975.4 0.8257435E-01 0.8259670E-01  1.617451      5.684333    
  1976.1 0.8467523E-01 0.7723461E-01  1.604404      4.953333    
  1976.2 0.8528701E-01 0.7526804E-01  2.239739      5.168667    
  1976.3 0.8341326E-01 0.7700112E-01  2.793106      5.168667    
  1976.4 0.8024282E-01 0.7733424E-01  3.205279      4.698000    
  1977.1 0.7728957E-01 0.7493048E-01  4.520100      4.624000    
  1977.2 0.7592747E-01 0.7104693E-01  5.230697      4.828667    
  1977.3 0.7289322E-01 0.6864221E-01  5.275281      5.472000    
  1977.4 0.7150322E-01 0.6612385E-01  5.594538      6.137000    
  1978.1 0.6748416E-01 0.6326666E-01  6.257763      6.408000    
  1978.2 0.6749494E-01 0.5999476E-01  6.709928      6.481000    
  1978.3 0.6843006E-01 0.6021465E-01  6.846476      7.315333    
  1978.4 0.6975300E-01 0.5883992E-01  7.008025      8.680333    
  1979.1 0.7039502E-01 0.5877879E-01  6.804404      9.357667    
  1979.2 0.7270398E-01 0.5714052E-01  6.614975      9.372333    
  1979.3 0.7073246E-01 0.5868435E-01  6.829013      9.631333    
  1979.4 0.7045499E-01 0.5940129E-01  8.244754      11.80367    
  1980.1 0.6637408E-01 0.6296949E-01  8.353409      13.45867    
  1980.2 0.6100221E-01 0.7323656E-01  8.933173      10.04933    
  1980.3 0.6202782E-01 0.7680771E-01  10.30159      9.235333    
  1980.4 0.6493044E-01 0.7398623E-01  13.09827      13.70967    
  1981.1 0.6767607E-01 0.7426606E-01  11.49677      14.36900    
  1981.2 0.7245355E-01 0.7398937E-01  12.39635      14.82900    
  1981.3 0.7949383E-01 0.7417361E-01  11.98954      15.08733    
  1981.4 0.8749251E-01 0.8241053E-01  11.94572      12.02267    
  1982.1 0.9399902E-01 0.8843563E-01  14.54038      12.89500    
  1982.2 0.9703318E-01 0.9425762E-01  14.32193      12.35900    
  1982.3 0.1027860     0.9942961E-01  12.26835      9.705333    
  1982.4 0.1101861     0.1067659      10.21976      7.935000    
  1983.1 0.1173215     0.1039701      8.795190      8.081333    
  1983.2 0.1200474     0.1010214      7.577369      8.420667    
  1983.3 0.1187459     0.9360138E-01  6.749174      9.186667    
  1983.4 0.1153406     0.8541760E-01  6.398326      8.793333    
  1984.1 0.1133782     0.7871758E-01  6.605240      9.133333    
  1984.2 0.1121689     0.7478733E-01  4.470754      9.843333    
  1984.3 0.1012295     0.7451999E-01  3.498226      10.34333    
  1984.4 0.8362566E-01 0.7283015E-01  6.161486      8.973333    
  1985.1 0.7013236E-01 0.7279936E-01  8.321703      8.183333    
  1985.2 0.5551398E-01 0.7288834E-01  9.313519      7.523333    
  1985.3 0.4239203E-01 0.7210537E-01  10.54294      7.103333    
  1985.4 0.3493352E-01 0.7054201E-01  11.22728      7.146667    
  1986.1 0.3235797E-01 0.7015712E-01  10.64107      6.886667    
  1986.2 0.2811405E-01 0.7180384E-01  10.68565      6.130000    
  1986.3 0.2323899E-01 0.6991001E-01  11.63633      5.533333    
  1986.4 0.2321832E-01 0.6835172E-01  11.87743      5.340000    
  1987.1 0.2336016E-01 0.6620689E-01  11.54415      5.533333    
  1987.2 0.2605404E-01 0.6280795E-01  10.55597      5.733333    
  1987.3 0.3095568E-01 0.6014193E-01  9.723631      6.033333    
  1987.4 0.3540174E-01 0.5868976E-01  9.126101      6.003333    
  1988.1 0.3599468E-01 0.5727587E-01  8.972511      5.760000    
  1988.2 0.4402347E-01 0.5487146E-01  8.017326      6.230000    
  1988.3 0.4931836E-01 0.5492451E-01  6.596214      6.993333    
  1988.4 0.5310510E-01 0.5350265E-01  5.482035      7.703333    
  1989.1 0.5366391E-01 0.5215423E-01  6.338076      8.533333    
  1989.2 0.5337350E-01 0.5244464E-01  7.149571      8.440000    
  1989.3 0.4921069E-01 0.5277223E-01  7.205210      7.850000    
  1989.4 0.4351471E-01 0.5373561E-01  7.230803      7.633333    
  1990.1 0.3765739E-01 0.5300361E-01  8.066222      7.756667    
  1990.2 0.3407934E-01 0.5337414E-01  8.459326      7.766667    
  1990.3 0.3469680E-01 0.5687498E-01  8.327919      7.493333    
  1990.4 0.3541881E-01 0.6113686E-01  8.039938      7.023333    
  1991.1 0.3670851E-01 0.6574073E-01  7.287937      6.053333    
  1991.2 0.3917344E-01 0.6823443E-01  6.581268      5.593333    
  1991.3 0.4500736E-01 0.6853392E-01  6.311291      5.406667    
  1991.4 0.4840367E-01 0.7096660E-01  6.080619      4.583333    
  1992.1 0.4963816E-01 0.7379080E-01  6.136211      3.910000    
  1992.2 0.5902975E-01 0.7594573E-01  5.215903      3.723333    
  1992.3 0.6576768E-01 0.7626478E-01  3.565152      3.130000    
  1992.4 0.7321957E-01 0.7406133E-01  2.531480      3.076667    
  1993.1 0.7916514E-01 0.7149713E-01  2.568865      2.993333    
  1993.2 0.8129684E-01 0.7068857E-01  1.906915      2.983333    
  1993.3 0.8502030E-01 0.6799552E-01 0.9513842      3.020000    
  1993.4 0.8718317E-01 0.6619143E-01  0.000000      3.080000    
  1994.1 0.8558916E-01 0.6555817E-01 0.4451833      3.250000    
  1994.2 0.7908885E-01 0.6165512E-01  1.338429      4.036667    
  1994.3 0.7548979E-01 0.6001291E-01  1.863123      4.510000    
  1994.4 0.6809979E-01 0.5619378E-01  1.112668      5.283333    
  1995.1 0.6233053E-01 0.5477964E-01  1.213475      5.780000    
  1995.2 0.5606013E-01 0.5674622E-01  1.714425      5.623333    
  1995.3 0.5387376E-01 0.5658385E-01  2.968276      5.380000    
  1995.4 0.5121072E-01 0.5572015E-01  4.449323      5.270000    
  1996.1 0.5176095E-01 0.5545427E-01  3.828841      4.950000    
  1996.2 0.5076834E-01 0.5470120E-01  3.731990      5.040000    
  1996.3 0.4956738E-01 0.5259294E-01  4.143754      5.136667    
  1996.4 0.5704287E-01 0.5310254E-01  1.576211      4.970000    
  1997.1 0.6382037E-01 0.5223738E-01 0.3463953      5.063333    
  1997.2 0.6591848E-01 0.4974959E-01  1.207238      5.073333    
  1997.3 0.6895213E-01 0.4858023E-01  1.992568      5.056667    
  1997.4 0.6846419E-01 0.4680572E-01  2.390792      5.086667    
  1998.1 0.7368752E-01 0.4637954E-01  1.759719      5.053333    
  1998.2 0.7642408E-01 0.4414228E-01 0.6241883      4.976667    
  1998.3 0.7696567E-01 0.4528502E-01 0.6096307      4.823333    
  1998.4 0.7452566E-01 0.4429607E-01  1.131263      4.253333    
  1999.1 0.6744289E-01 0.4284456E-01  1.548533      4.406667    
  1999.2 0.6222338E-01 0.4248440E-01  1.958267      4.453333    
  1999.3 0.6085077E-01 0.4243400E-01  1.771709      4.650000    
  1999.4 0.5924377E-01 0.4077788E-01  1.464076      5.043333    
  2000.1 0.4986789E-01 0.4048765E-01  2.512267      5.520000    
  2000.2 0.4535397E-01 0.3947782E-01  3.523755      5.713333    
  2000.3 0.4539861E-01 0.4030117E-01  3.565145      6.016667    
  2000.4 0.4720337E-01 0.3918419E-01  3.376143      6.016667    
  2001.1 0.4815878E-01 0.4230321E-01  4.077516      4.816667    
  2001.2 0.5426741E-01 0.4411448E-01  2.647339      3.660000    
  2001.3 0.5024585E-01 0.4819249E-01  1.873814      3.170000    
  2001.4 0.4396027E-01 0.5537421E-01  4.109804      1.906667    
  2002.1 0.3545204E-01 0.5705425E-01  6.266221      1.820000    
  2002.2 0.2956249E-01 0.5845793E-01  6.514275      1.716667    
  2002.3 0.2708742E-01 0.5732000E-01  6.186071      1.643333    
  2002.4 0.2526287E-01 0.5851777E-01  6.707024      1.333333    
  2003.1 0.2608250E-01 0.5873963E-01  6.768460      1.156667    
  2003.2 0.3042030E-01 0.6152488E-01  6.297223      1.043333    
  2003.3 0.3284664E-01 0.6107130E-01  5.750343     0.9300000    
  2003.4 0.3332203E-01 0.5820932E-01  5.383323     0.9166667    
  2004.1 0.3458833E-01 0.5687648E-01  5.615202     0.9166667    
  2004.2 0.3371910E-01 0.5595400E-01  5.848562      1.076667    
  2004.3 0.3023554E-01 0.5440757E-01  5.988318      1.486667    
  2004.4 0.2947833E-01 0.5396538E-01  6.095025      2.006667    
  2005.1 0.3818915E-01 0.5292068E-01  5.761282      2.536667    
  2005.2 0.3419407E-01 0.5115378E-01  6.291207      2.863333    
  2005.3 0.2502558E-01 0.4975337E-01  7.334282      3.360000    
  2005.4 0.2766603E-01 0.4964352E-01  6.182486      3.826667    
  2006.1 0.2653639E-01 0.4731667E-01  5.174159      4.393333    
  2006.2 0.2958779E-01 0.4666969E-01  5.340370      4.703333    
  2006.3 0.3889000E-01 0.4655398E-01  4.940754      4.906667    
  2006.4 0.4817755E-01 0.4466963E-01  3.616044      4.903333    
  2007.1 0.5390819E-01 0.4536088E-01  2.759812      4.983333    
  2007.2 0.5539306E-01 0.4507805E-01  2.928691      4.736667    
  2007.3 0.5355917E-01 0.4670151E-01  3.282592      4.303333    
  2007.4 0.5326504E-01 0.4813029E-01  3.004018      3.390000    
  2008.1 0.5070000E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.4989190E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5062901E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5512176E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.5920523E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.6280944E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.6808169E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.7322089E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.7824875E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.7916660E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.8405193E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.8857056E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9244300E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.8772528E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.7780693E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.7469044E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.6940620E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.6618590E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.6460150E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.6577780E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.6525246E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.6603654E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.6799697E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7066267E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7130783E-01 0.7353172E-01  1.060771     0.2222305    
  2014.2 0.7614977E-01 0.7371212E-01  1.705604     0.2267692    
  2014.3 0.8271355E-01 0.7344075E-01  2.066267     0.2727381    
  2014.4 0.8538809E-01 0.7270034E-01 0.8784956     0.3896289    
  2015.1 0.8805197E-01 0.7163268E-01  0.000000     0.5446822    
  2015.2 0.9018492E-01 0.7041296E-01  0.000000     0.7056998    
  2015.3 0.9495779E-01 0.6919799E-01  0.000000     0.8622789    
  2015.4 0.9549207E-01 0.6810526E-01 0.3442178E-01  1.011500    
  2016.1 0.9278190E-01 0.6720077E-01 0.9337107      1.148466    
  2016.2 0.8851181E-01 0.6650839E-01  1.560968      1.268463    
  2016.3 0.8635347E-01 0.6602361E-01  1.102827      1.370028    
  2016.4 0.8801094E-01 0.6572500E-01 0.4065037      1.454232    
  2017.1 0.8869569E-01 0.6557762E-01  0.000000      1.523254    
  2017.2 0.8497733E-01 0.6554472E-01 0.5867337      1.579320    
  2017.3 0.8201756E-01 0.6559437E-01  1.488663      1.624370    
  2017.4 0.7828788E-01 0.6569973E-01  2.583609      1.660170    
  2018.1 0.7628228E-01 0.6583532E-01  2.230024      1.688692    
  2018.2 0.7546824E-01 0.6598118E-01  1.689074      1.711782    
  2018.3 0.7542025E-01 0.6612472E-01  1.079031      1.730742    
  2018.4 0.7285308E-01 0.6625905E-01  1.122759      1.746369    
  2019.1 0.7190390E-01 0.6637441E-01  1.606059      1.759767    
  2019.2 0.6807737E-01 0.6646188E-01  2.120112      1.772234    
  2019.3 0.6817038E-01 0.6651811E-01  2.508850      1.784603    
  2019.4 0.6447925E-01 0.6654506E-01  1.591764      1.797049    
  2020.1 0.6109947E-01 0.6654177E-01  1.421686      1.809908    
  2020.2 0.5876643E-01 0.6650849E-01  2.139012      1.823601    
  2020.3 0.5821806E-01 0.6644969E-01  2.633057      1.838160    
  2020.4 0.5987786E-01 0.6637212E-01  2.547613      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.437145614047E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     142 IER= 4 F=  0.368910844107E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.37859904853E-05  0.43760463539E-05  0.34018158133E-05

X VALUES

  0.48030171488E+00  0.90911141701E+00 -0.15442588017E+00

MEAN OF DEPENDENT VARIABLE   749999.224265811

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.480301715       0.018260950   26.30212
  2       1.100000000       0.909111417       0.070020854   12.98344
  3      -0.100000000      -0.154425880       0.065867098   -2.34451

SE of equation          =      0.013447626
Sum of squared residuals =  0.368910844E-01   0.215901920    
Sum of ABS residuals     =   1.03654370    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98582

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.168401697885E-01

TERMINATION. ITERS=    9 FUNCTION EVALS=     160 IER= 4 F=  0.946797009027E-02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.87340869770E-09 -0.40421609212E-08 -0.41979702526E-08

X VALUES

  0.60570720722E+00  0.84207129792E+00  0.76658126146E-01

MEAN OF DEPENDENT VARIABLE   749999.243551769

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.605707207       0.017236226   35.14152
  2       1.100000000       0.842071298       0.070516408   11.94149
  3      -0.100000000       0.076658126       0.065219471    1.17539

SE of equation          =      0.006812607
Sum of squared residuals =  0.946797009E-02   0.347240569E-01
Sum of ABS residuals     =  0.569291487    
R squared                =    1.00000
Durbin-Watson statistic  =    1.85557

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.712111858924E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     106 IER= 4 F=  0.581741900920E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.70330117195E-06 -0.28040395269E-05 -0.30449007287E-05

X VALUES

  0.53794649258E+00  0.11792702895E+01 -0.32811674385E+00

MEAN OF DEPENDENT VARIABLE   749999.263318688

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.537946493       0.036675565   14.66771
  2       1.100000000       1.179270289       0.069550725   16.95554
  3      -0.100000000      -0.328116744       0.066014986   -4.97034

SE of equation          =      0.017406624
Sum of squared residuals =  0.581741901E-01   0.297478250    
Sum of ABS residuals     =   1.24068576    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99614

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.417377267480E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     124 IER= 4 F=  0.375823260666E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.14184496651E-08 -0.12605183981E-07 -0.10648866509E-07

X VALUES

  0.46331050773E+00  0.12314444275E+01 -0.25707268432E+00

MEAN OF DEPENDENT VARIABLE   749999.265167002

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.463310508       0.026157190   17.71255
  2       1.100000000       1.231444427       0.071781120   17.15555
  3      -0.100000000      -0.257072684       0.069833127   -3.68124

SE of equation          =      0.013573028
Sum of squared residuals =  0.375823261E-01  -0.155120497    
Sum of ABS residuals     =   1.19140227    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94007

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.266421930617E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      92 IER= 4 F=  0.266310480991E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.34370784426E-04  0.11431489866E-04  0.85699549027E-05

X VALUES

  0.51172919183E+00  0.13222453169E+01 -0.35396479890E+00

MEAN OF DEPENDENT VARIABLE   749999.275842245

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.511729192       0.439072062    1.16548
  2       1.100000000       1.322245317       1.633992327    0.80921
  3      -0.100000000      -0.353964799       1.567310537   -0.22584

SE of equation          =      0.361309221
Sum of squared residuals =   26.6310481        5.64110329    
Sum of ABS residuals     =   7.25745552    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96046

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.482752824782E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.479076851098E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.56602446282E-06  0.20475195280E-05 -0.41354826225E-06

X VALUES

  0.46647698915E+00  0.67959641262E+00  0.15707777160E+00

MEAN OF DEPENDENT VARIABLE   749999.225182185

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.466476989       0.255328580    1.82697
  2       1.100000000       0.679596413       0.359993980    1.88780
  3      -0.100000000       0.157077772       0.353904535    0.44384

SE of equation          =      0.153245422
Sum of squared residuals =   4.79076851        2.44867217    
Sum of ABS residuals     =   5.49484612    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95588

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.117329269808E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      76 IER= 4 F=  0.109263673993E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.41256620093E-04 -0.90063397978E-04 -0.87021846436E-04

X VALUES

  0.84824990811E+00  0.11820655512E+01 -0.22005191869E+00

MEAN OF DEPENDENT VARIABLE   749999.378509506

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.848249908       0.128955369    6.57786
  2       1.100000000       1.182065551       0.082315837   14.36012
  3      -0.100000000      -0.220051919       0.082131209   -2.67927

SE of equation          =      0.081623643
Sum of squared residuals =   1.09263674        1.66977944    
Sum of ABS residuals     =   6.12948040    
R squared                =    1.00000
Durbin-Watson statistic  =    1.85613

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.439320356505E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.389365693016E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.24512144453E-04  0.70714202728E-04  0.57022524145E-04

X VALUES

  0.61523306345E+00  0.99800643470E+00 -0.30383968604E+00

MEAN OF DEPENDENT VARIABLE   749999.270505717

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.615233063       0.054439427   11.30124
  2       1.100000000       0.998006435       0.096718852   10.31863
  3      -0.100000000      -0.303839686       0.098248677   -3.09256

SE of equation          =      0.043688160
Sum of squared residuals =  0.389365693        1.21304717    
Sum of ABS residuals     =   4.07418043    
R squared                =    1.00000
Durbin-Watson statistic  =    1.75314

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.653061951674E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      78 IER= 4 F=  0.573536023401E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10534263535E-06 -0.81734878277E-08 -0.12194166804E-09

X VALUES

  0.49862858069E+00  0.83462111556E+00 -0.54627272841E-01

MEAN OF DEPENDENT VARIABLE   749999.250472101

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.498628581       0.121819397    4.09318
  2       1.100000000       0.834621116       0.080932870   10.31251
  3      -0.100000000      -0.054627273       0.080038299   -0.68251

SE of equation          =      0.059136883
Sum of squared residuals =  0.573536023       0.664845757    
Sum of ABS residuals     =   3.60734319    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94310

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.341260662805E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 3 F=  0.284201174969E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.80378827358E-09  0.36067454489E-08  0.49960036108E-08

X VALUES

  0.59738549806E-01  0.94153987983E+00  0.39464423757E-02

MEAN OF DEPENDENT VARIABLE   749999.303641755

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.059738550       0.089645585    0.66639
  2       1.100000000       0.941539880       0.075614903   12.45178
  3      -0.100000000       0.003946442       0.075702535    0.05213

SE of equation          =      0.042682577
Sum of squared residuals =  0.284201175       0.928965361    
Sum of ABS residuals     =   3.09276001    
R squared                =    1.00000
Durbin-Watson statistic  =    1.85387

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.332234366856E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.292642804441E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.58561219621E-06  0.79434863212E-06  0.19081809241E-06

X VALUES

  0.59159860707E+00  0.86570744521E+00 -0.26020732525E+00

MEAN OF DEPENDENT VARIABLE   749999.273219288

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.591598607       0.045572729   12.98142
  2       1.100000000       0.865707445       0.105554574    8.20152
  3      -0.100000000      -0.260207325       0.103755089   -2.50790

SE of equation          =      0.037875105
Sum of squared residuals =  0.292642804        1.23858289    
Sum of ABS residuals     =   3.70334942    
R squared                =    1.00000
Durbin-Watson statistic  =    1.58741

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.942592522460E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.861421611534E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.56412236230E-13 -0.40308932057E-12

X VALUES

  0.12300334763E+01 -0.34428567316E+00

MEAN OF DEPENDENT VARIABLE   749999.251120343

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.230033476       0.143166695    8.59162
  2      -0.100000000      -0.344285673       0.132910807   -2.59035

SE of equation          =      0.027250777
Sum of squared residuals =  0.861421612E-01   0.699800686    
Sum of ABS residuals     =   1.27358897    
R squared                =    1.00000
Durbin-Watson statistic  =    1.28635

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.304784637127E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.288978612221E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.88137975716E-11 -0.10126692118E-10

X VALUES

  0.11651689177E+01 -0.24667500268E+00

MEAN OF DEPENDENT VARIABLE   749999.249912608

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.165168918       0.085282279   13.66250
  2      -0.100000000      -0.246675003       0.083218811   -2.96417

SE of equation          =      0.037637240
Sum of squared residuals =  0.288978612        1.38107924    
Sum of ABS residuals     =   3.58954704    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72000

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4570854E-01 0.5234225E-01  1.340692      1.083667    
  1954.2 0.5206297E-01 0.5783462E-01  1.216919     0.8143333    
  1954.3 0.5640540E-01 0.5970489E-01  1.463049     0.8696667    
  1954.4 0.5932417E-01 0.5361334E-01  1.812301      1.036333    
  1955.1 0.6276970E-01 0.4710636E-01  1.638915      1.256333    
  1955.2 0.6218143E-01 0.4380454E-01 0.9955511      1.614333    
  1955.3 0.6207722E-01 0.4109694E-01 0.6153017      1.861333    
  1955.4 0.6227904E-01 0.4208878E-01  0.000000      2.349333    
  1956.1 0.6100902E-01 0.4031458E-01 0.3448012      2.379333    
  1956.2 0.5965381E-01 0.4190614E-01  1.252219      2.596667    
  1956.3 0.5731637E-01 0.4128671E-01  2.965205      2.596667    
  1956.4 0.5350014E-01 0.4100540E-01  2.089150      3.063667    
  1957.1 0.4812295E-01 0.3946671E-01  2.001393      3.171667    
  1957.2 0.4335854E-01 0.4062513E-01  2.943281      3.157000    
  1957.3 0.3844230E-01 0.4207225E-01  3.919904      3.382333    
  1957.4 0.3367417E-01 0.4923487E-01  4.610059      3.343333    
  1958.1 0.2456521E-01 0.6275076E-01  5.175608      1.838000    
  1958.2 0.1663024E-01 0.7359928E-01  5.639070      1.017667    
  1958.3 0.1508948E-01 0.7309055E-01  6.251806      1.710667    
  1958.4 0.1331635E-01 0.6352766E-01  6.788276      2.787667    
  1959.1 0.1701971E-01 0.5798631E-01  6.489968      2.800333    
  1959.2 0.2529297E-01 0.5104500E-01  5.756455      3.019333    
  1959.3 0.5115792E-01 0.5287044E-01  2.974712      3.533000    
  1959.4 0.6409147E-01 0.5592834E-01  1.424720      4.299333    
  1960.1 0.7373403E-01 0.5159512E-01  1.676985      3.943000    
  1960.2 0.7915136E-01 0.5225835E-01  1.787919      3.092333    
  1960.3 0.8097575E-01 0.5549938E-01  1.401462      2.390333    
  1960.4 0.8009963E-01 0.6251647E-01  1.369423      2.360667    
  1961.1 0.7891575E-01 0.6773354E-01  1.326037      2.376667    
  1961.2 0.7472240E-01 0.6971717E-01  1.131980      2.324667    
  1961.3 0.6764797E-01 0.6749309E-01  1.802563      2.324667    
  1961.4 0.5644503E-01 0.6171891E-01  3.246829      2.475000    
  1962.1 0.4293231E-01 0.5614436E-01  5.145986      2.739000    
  1962.2 0.3351233E-01 0.5482584E-01  6.794425      2.716000    
  1962.3 0.3258815E-01 0.5539051E-01  7.788621      2.858000    
  1962.4 0.3124524E-01 0.5505923E-01  7.042468      2.803333    
  1963.1 0.3074268E-01 0.5779253E-01  6.421125      2.909000    
  1963.2 0.3331037E-01 0.5680856E-01  6.297863      2.941333    
  1963.3 0.3623870E-01 0.5493742E-01  6.211097      3.280667    
  1963.4 0.3947009E-01 0.5572673E-01  6.133147      3.499333    
  1964.1 0.4241047E-01 0.5457706E-01  5.832193      3.538000    
  1964.2 0.4332758E-01 0.5220257E-01  6.242030      3.481333    
  1964.3 0.4487535E-01 0.4989598E-01  6.579556      3.504000    
  1964.4 0.4223864E-01 0.4953597E-01  7.479997      3.685000    
  1965.1 0.5015257E-01 0.4871666E-01  7.243864      3.899667    
  1965.2 0.5992431E-01 0.4655354E-01  6.033989      3.879000    
  1965.3 0.6380994E-01 0.4351989E-01  6.393912      3.859667    
  1965.4 0.6548071E-01 0.4102298E-01  5.141996      4.158667    
  1966.1 0.6357268E-01 0.3848268E-01  5.170472      4.630667    
  1966.2 0.6196070E-01 0.3807639E-01  6.093459      4.597333    
  1966.3 0.6477491E-01 0.3750700E-01  6.827379      5.047667    
  1966.4 0.6340151E-01 0.3683286E-01  5.900845      5.246000    
  1967.1 0.5920262E-01 0.3809930E-01  5.614522      4.533667    
  1967.2 0.5451199E-01 0.3806934E-01  6.054689      3.657333    
  1967.3 0.4960640E-01 0.3784696E-01  6.524253      4.344667    
  1967.4 0.4448600E-01 0.3915978E-01  7.195941      4.787333    
  1968.1 0.3773052E-01 0.3728355E-01  8.035754      5.064667    
  1968.2 0.2931048E-01 0.3537721E-01  8.739227      5.510000    
  1968.3 0.2598099E-01 0.3510557E-01  9.244772      5.226333    
  1968.4 0.2174573E-01 0.3392130E-01  8.629110      5.580667    
  1969.1 0.2143116E-01 0.3376971E-01  8.415787      6.137667    
  1969.2 0.2142018E-01 0.3424592E-01  8.563529      6.240000    
  1969.3 0.2448436E-01 0.3590757E-01  8.598298      7.046667    
  1969.4 0.3267257E-01 0.3581941E-01  8.044499      7.317667    
  1970.1 0.3852215E-01 0.4159508E-01  7.288538      7.262667    
  1970.2 0.4173614E-01 0.4746577E-01  6.711610      6.752333    
  1970.3 0.4543646E-01 0.5169088E-01  7.458772      6.374667    
  1970.4 0.4375385E-01 0.5802797E-01  9.109563      5.358333    
  1971.1 0.4417688E-01 0.5914467E-01  9.084667      3.863333    
  1971.2 0.5252740E-01 0.5907857E-01  6.132021      4.206000    
  1971.3 0.4759991E-01 0.5983336E-01  4.967555      5.050333    
  1971.4 0.3886343E-01 0.5954344E-01  7.758770      4.234333    
  1972.1 0.3188767E-01 0.5768041E-01  9.975925      3.435333    
  1972.2 0.3049467E-01 0.5658509E-01  9.939021      3.748333    
  1972.3 0.3046324E-01 0.5584112E-01  9.845176      4.241333    
  1972.4 0.2816975E-01 0.5304486E-01  10.68528      4.851333    
  1973.1 0.2700384E-01 0.4950510E-01  11.76544      5.639667    
  1973.2 0.2553046E-01 0.4889844E-01  12.46033      6.608333    
  1973.3 0.2865994E-01 0.4793204E-01  12.81383      8.388333    
  1973.4 0.2722738E-01 0.4769321E-01  11.97114      7.461667    
  1974.1 0.3510119E-01 0.5085049E-01  11.33399      7.600333    
  1974.2 0.4453763E-01 0.5161500E-01  10.39111      8.268000    
  1974.3 0.5092396E-01 0.5583721E-01  9.897543      8.286333    
  1974.4 0.5887617E-01 0.6556479E-01  8.807097      7.336000    
  1975.1 0.6460407E-01 0.8217515E-01  8.121801      5.873333    
  1975.2 0.7132047E-01 0.8828988E-01  7.359287      5.400667    
  1975.3 0.7584116E-01 0.8467753E-01  7.407584      6.336667    
  1975.4 0.7509135E-01 0.8259670E-01  7.550561      5.684333    
  1976.1 0.7355820E-01 0.7723461E-01  7.158293      4.953333    
  1976.2 0.7101536E-01 0.7526804E-01  7.157127      5.168667    
  1976.3 0.6724872E-01 0.7700112E-01  7.556264      5.168667    
  1976.4 0.6544176E-01 0.7733424E-01  7.198668      4.698000    
  1977.1 0.6797586E-01 0.7493048E-01  6.728198      4.624000    
  1977.2 0.6970639E-01 0.7104693E-01  6.400937      4.828667    
  1977.3 0.6745270E-01 0.6864221E-01  6.281924      5.472000    
  1977.4 0.6602521E-01 0.6612385E-01  6.016731      6.137000    
  1978.1 0.6346143E-01 0.6326666E-01  6.700137      6.408000    
  1978.2 0.6215132E-01 0.5999476E-01  7.945422      6.481000    
  1978.3 0.6648165E-01 0.6021465E-01  8.472440      7.315333    
  1978.4 0.6743500E-01 0.5883992E-01  7.126665      8.680333    
  1979.1 0.7155878E-01 0.5877879E-01  6.471815      9.357667    
  1979.2 0.7199965E-01 0.5714052E-01  7.148986      9.372333    
  1979.3 0.7210223E-01 0.5868435E-01  7.941375      9.631333    
  1979.4 0.7188544E-01 0.5940129E-01  10.98586      11.80367    
  1980.1 0.7272515E-01 0.6296949E-01  10.20181      13.45867    
  1980.2 0.7225332E-01 0.7323656E-01  7.833426      10.04933    
  1980.3 0.7399093E-01 0.7680771E-01  8.439883      9.235333    
  1980.4 0.7348367E-01 0.7398623E-01  12.79648      13.70967    
  1981.1 0.7206170E-01 0.7426606E-01  12.56724      14.36900    
  1981.2 0.7948884E-01 0.7398937E-01  12.13086      14.82900    
  1981.3 0.8516720E-01 0.7417361E-01  9.104726      15.08733    
  1981.4 0.9034868E-01 0.8241053E-01  7.334798      12.02267    
  1982.1 0.9505646E-01 0.8843563E-01  11.40080      12.89500    
  1982.2 0.9341736E-01 0.9425762E-01  12.92465      12.35900    
  1982.3 0.8901933E-01 0.9942961E-01  12.31948      9.705333    
  1982.4 0.9209261E-01 0.1067659      8.721432      7.935000    
  1983.1 0.8855907E-01 0.1039701      7.189826      8.081333    
  1983.2 0.8467299E-01 0.1010214      7.961407      8.420667    
  1983.3 0.7762324E-01 0.9360138E-01  8.772682      9.186667    
  1983.4 0.7369551E-01 0.8541760E-01  8.603575      8.793333    
  1984.1 0.7127337E-01 0.7871758E-01  8.530737      9.133333    
  1984.2 0.7300120E-01 0.7478733E-01  6.411546      9.843333    
  1984.3 0.6461031E-01 0.7451999E-01  5.665746      10.34333    
  1984.4 0.5155031E-01 0.7283015E-01  8.251543      8.973333    
  1985.1 0.4691834E-01 0.7279936E-01  10.14133      8.183333    
  1985.2 0.3755240E-01 0.7288834E-01  10.75009      7.523333    
  1985.3 0.2270641E-01 0.7210537E-01  11.67891      7.103333    
  1985.4 0.1850040E-01 0.7054201E-01  11.35159      7.146667    
  1986.1 0.1599790E-01 0.7015712E-01  11.57344      6.886667    
  1986.2 0.1432000E-01 0.7180384E-01  12.66296      6.130000    
  1986.3 0.2043927E-01 0.6991001E-01  13.55957      5.533333    
  1986.4 0.2307649E-01 0.6835172E-01  12.27786      5.340000    
  1987.1 0.3619208E-01 0.6620689E-01  10.83398      5.533333    
  1987.2 0.3979951E-01 0.6280795E-01  10.21163      5.733333    
  1987.3 0.3580137E-01 0.6014193E-01  10.68117      6.033333    
  1987.4 0.3908948E-01 0.5868976E-01  9.294476      6.003333    
  1988.1 0.4064071E-01 0.5727587E-01  9.186814      5.760000    
  1988.2 0.4368650E-01 0.5487146E-01  9.113011      6.230000    
  1988.3 0.4625210E-01 0.5492451E-01  8.635082      6.993333    
  1988.4 0.4679089E-01 0.5350265E-01  8.083903      7.703333    
  1989.1 0.4764291E-01 0.5215423E-01  7.822971      8.533333    
  1989.2 0.4798689E-01 0.5244464E-01  7.892763      8.440000    
  1989.3 0.4718058E-01 0.5277223E-01  7.800253      7.850000    
  1989.4 0.4679694E-01 0.5373561E-01  7.537023      7.633333    
  1990.1 0.4464172E-01 0.5300361E-01  7.117855      7.756667    
  1990.2 0.4444246E-01 0.5337414E-01  6.928902      7.766667    
  1990.3 0.4493655E-01 0.5687498E-01  6.754410      7.493333    
  1990.4 0.4669359E-01 0.6113686E-01  6.250097      7.023333    
  1991.1 0.4727125E-01 0.6574073E-01  5.902624      6.053333    
  1991.2 0.4489707E-01 0.6823443E-01  6.117481      5.593333    
  1991.3 0.4603918E-01 0.6853392E-01  5.959037      5.406667    
  1991.4 0.4509236E-01 0.7096660E-01  5.223025      4.583333    
  1992.1 0.4338159E-01 0.7379080E-01  5.643754      3.910000    
  1992.2 0.4149747E-01 0.7594573E-01  6.902119      3.723333    
  1992.3 0.4189584E-01 0.7626478E-01  7.418354      3.130000    
  1992.4 0.3846628E-01 0.7406133E-01  8.150080      3.076667    
  1993.1 0.4184202E-01 0.7149713E-01  8.802749      2.993333    
  1993.2 0.4818510E-01 0.7068857E-01  8.244433      2.983333    
  1993.3 0.5101544E-01 0.6799552E-01  7.534112      3.020000    
  1993.4 0.5246796E-01 0.6619143E-01  7.437952      3.080000    
  1994.1 0.5676338E-01 0.6555817E-01  7.512989      3.250000    
  1994.2 0.6597666E-01 0.6165512E-01  4.661491      4.036667    
  1994.3 0.6053592E-01 0.6001291E-01  3.164917      4.510000    
  1994.4 0.5208014E-01 0.5619378E-01  5.422536      5.283333    
  1995.1 0.4185347E-01 0.5477964E-01  7.370639      5.780000    
  1995.2 0.3459850E-01 0.5674622E-01  7.729535      5.623333    
  1995.3 0.3299798E-01 0.5658385E-01  7.669342      5.380000    
  1995.4 0.2819429E-01 0.5572015E-01  6.744698      5.270000    
  1996.1 0.3161053E-01 0.5545427E-01  6.221077      4.950000    
  1996.2 0.3895105E-01 0.5470120E-01  5.958850      5.040000    
  1996.3 0.4658038E-01 0.5259294E-01  4.741401      5.136667    
  1996.4 0.5091785E-01 0.5310254E-01  3.916161      4.970000    
  1997.1 0.5625211E-01 0.5223738E-01  3.766540      5.063333    
  1997.2 0.5658997E-01 0.4974959E-01  3.706305      5.073333    
  1997.3 0.5579597E-01 0.4858023E-01  3.741859      5.056667    
  1997.4 0.5272068E-01 0.4680572E-01  3.948831      5.086667    
  1998.1 0.5167782E-01 0.4637954E-01  4.421690      5.053333    
  1998.2 0.5609832E-01 0.4414228E-01  2.260455      4.976667    
  1998.3 0.4760668E-01 0.4528502E-01  1.641988      4.823333    
  1998.4 0.3751016E-01 0.4429607E-01  4.178234      4.253333    
  1999.1 0.2777579E-01 0.4284456E-01  6.343757      4.406667    
  1999.2 0.2100342E-01 0.4248440E-01  6.822935      4.453333    
  1999.3 0.1846238E-01 0.4243400E-01  6.596818      4.650000    
  1999.4 0.1656684E-01 0.4077788E-01  6.843596      5.043333    
  2000.1 0.1163317E-01 0.4048765E-01  7.812576      5.520000    
  2000.2 0.1302121E-01 0.3947782E-01  7.801053      5.713333    
  2000.3 0.1998930E-01 0.4030117E-01  6.775955      6.016667    
  2000.4 0.2727562E-01 0.3918419E-01  6.042156      6.016667    
  2001.1 0.3026440E-01 0.4230321E-01  6.343479      4.816667    
  2001.2 0.3554814E-01 0.4411448E-01  6.281280      3.660000    
  2001.3 0.4003123E-01 0.4819249E-01  5.792525      3.170000    
  2001.4 0.3944214E-01 0.5537421E-01  5.835166      1.906667    
  2002.1 0.4669429E-01 0.5705425E-01  6.333781      1.820000    
  2002.2 0.4435438E-01 0.5845793E-01  6.619042      1.716667    
  2002.3 0.3625929E-01 0.5732000E-01  7.172497      1.643333    
  2002.4 0.3830442E-01 0.5851777E-01  6.311174      1.333333    
  2003.1 0.4009609E-01 0.5873963E-01  5.471772      1.156667    
  2003.2 0.4129293E-01 0.6152488E-01  5.264821      1.043333    
  2003.3 0.4119433E-01 0.6107130E-01  5.502261     0.9300000    
  2003.4 0.4243641E-01 0.5820932E-01  5.037677     0.9166667    
  2004.1 0.4473024E-01 0.5687648E-01  4.334489     0.9166667    
  2004.2 0.4210085E-01 0.5595400E-01  4.832686      1.076667    
  2004.3 0.3597050E-01 0.5440757E-01  5.896425      1.486667    
  2004.4 0.4086091E-01 0.5396538E-01  3.583016      2.006667    
  2005.1 0.4262865E-01 0.5292068E-01  2.502223      2.536667    
  2005.2 0.4388802E-01 0.5115378E-01  2.655727      2.863333    
  2005.3 0.4735195E-01 0.4975337E-01  3.281364      3.360000    
  2005.4 0.4665418E-01 0.4964352E-01  3.584941      3.826667    
  2006.1 0.4345439E-01 0.4731667E-01  4.294185      4.393333    
  2006.2 0.4273342E-01 0.4666969E-01  4.896417      4.703333    
  2006.3 0.4306501E-01 0.4655398E-01  5.253372      4.906667    
  2006.4 0.4129329E-01 0.4466963E-01  5.286407      4.903333    
  2007.1 0.4261935E-01 0.4536088E-01  5.412920      4.983333    
  2007.2 0.4306934E-01 0.4507805E-01  5.207046      4.736667    
  2007.3 0.4500535E-01 0.4670151E-01  4.802208      4.303333    
  2007.4 0.4677412E-01 0.4813029E-01  3.915166      3.390000    
  2008.1 0.4594009E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.4742475E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5403354E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6299598E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7247292E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7825467E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8443621E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8953147E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9121602E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8632063E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.8614262E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.8241066E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.7926788E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.7999345E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.8115804E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8105289E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8071984E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.7684721E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.7659243E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7337010E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7209941E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7362819E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7377915E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7180593E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7034708E-01 0.7353172E-01 0.9580657     0.2222305    
  2014.2 0.7143031E-01 0.7371212E-01  1.369010     0.2267692    
  2014.3 0.7257900E-01 0.7344075E-01  1.411067     0.2727381    
  2014.4 0.7209529E-01 0.7270034E-01  1.425089     0.3896289    
  2015.1 0.7475220E-01 0.7163268E-01  1.130628     0.5446822    
  2015.2 0.7574447E-01 0.7041296E-01 0.7273170     0.7056998    
  2015.3 0.7684739E-01 0.6919799E-01 0.9064878     0.8622789    
  2015.4 0.7586192E-01 0.6810526E-01  1.386385      1.011500    
  2016.1 0.7322276E-01 0.6720077E-01  1.476470      1.148466    
  2016.2 0.7121278E-01 0.6650839E-01  1.047621      1.268463    
  2016.3 0.7215176E-01 0.6602361E-01  1.213180      1.370028    
  2016.4 0.7078266E-01 0.6572500E-01  1.715463      1.454232    
  2017.1 0.6721160E-01 0.6557762E-01  1.791401      1.523254    
  2017.2 0.6568258E-01 0.6554472E-01  2.022669      1.579320    
  2017.3 0.6350207E-01 0.6559437E-01  2.427366      1.624370    
  2017.4 0.6466937E-01 0.6569973E-01  2.523624      1.660170    
  2018.1 0.6883391E-01 0.6583532E-01  1.932956      1.688692    
  2018.2 0.6874548E-01 0.6598118E-01  1.960019      1.711782    
  2018.3 0.6776182E-01 0.6612472E-01  2.883435      1.730742    
  2018.4 0.6688199E-01 0.6625905E-01  3.051468      1.746369    
  2019.1 0.6614689E-01 0.6637441E-01  2.347258      1.759767    
  2019.2 0.6538993E-01 0.6646188E-01  2.302091      1.772234    
  2019.3 0.6615408E-01 0.6651811E-01  2.475326      1.784603    
  2019.4 0.6876632E-01 0.6654506E-01  2.398017      1.797049    
  2020.1 0.6783448E-01 0.6654177E-01  2.062664      1.809908    
  2020.2 0.6541560E-01 0.6650849E-01  2.522236      1.823601    
  2020.3 0.6420226E-01 0.6644969E-01  3.317073      1.838160    
  2020.4 0.6408386E-01 0.6637212E-01  4.227288      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.230161595667E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     119 IER= 4 F=  0.198425256398E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.21948016628E-07  0.32595858445E-08  0.36961604457E-08

X VALUES

  0.58079912372E+00  0.10516900142E+01 -0.14089795573E+00

MEAN OF DEPENDENT VARIABLE   749999.211937324

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.580799124       0.021422028   27.11224
  2       1.100000000       1.051690014       0.071672296   14.67359
  3      -0.100000000      -0.140897956       0.068089214   -2.06931

SE of equation          =      0.009862418
Sum of squared residuals =  0.198425256E-01  -0.544140435E-01
Sum of ABS residuals     =  0.772656056    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99943

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.182017193837E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     123 IER= 4 F=  0.974422097696E-02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.89241933345E-05  0.60957216597E-05  0.65376681837E-05

X VALUES

  0.64723148616E+00  0.10877041771E+01 -0.14450911642E+00

MEAN OF DEPENDENT VARIABLE   749999.237821081

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.647231486       0.015382969   42.07455
  2       1.100000000       1.087704177       0.068937760   15.77806
  3      -0.100000000      -0.144509116       0.064297394   -2.24751

SE of equation          =      0.006911280
Sum of squared residuals =  0.974422098E-02  -0.916041064E-02
Sum of ABS residuals     =  0.569490889    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99670

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.469370583362E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     121 IER= 4 F=  0.397357150840E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.21908887383E-07 -0.12201263184E-06 -0.21751681122E-06

X VALUES

  0.54356378302E+00  0.13027108964E+01 -0.36778473660E+00

MEAN OF DEPENDENT VARIABLE   749999.264502424

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.543563783       0.027851249   19.51668
  2       1.100000000       1.302710896       0.069303293   18.79724
  3      -0.100000000      -0.367784737       0.066963777   -5.49229

SE of equation          =      0.014385995
Sum of squared residuals =  0.397357151E-01   0.142411558    
Sum of ABS residuals     =   1.17516828    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91354

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.389655057997E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     121 IER= 4 F=  0.300815003263E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.11956963311E-05 -0.16990742915E-04 -0.18701880545E-04

X VALUES

  0.56609535495E+00  0.13926150928E+01 -0.41324201115E+00

MEAN OF DEPENDENT VARIABLE   749999.277299969

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.566095355       0.020610538   27.46631
  2       1.100000000       1.392615093       0.063560182   21.91018
  3      -0.100000000      -0.413242011       0.061828874   -6.68364

SE of equation          =      0.012143242
Sum of squared residuals =  0.300815003E-01   0.442634790E-01
Sum of ABS residuals     =  0.995083880    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99868

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.433685101943E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.433577031175E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.34637764952E-05  0.19400050051E-04  0.20603942326E-04

X VALUES

  0.57354236193E+00  0.12723248312E+01 -0.30306495022E+00

MEAN OF DEPENDENT VARIABLE   749999.259421221

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.573542362       0.686094444    0.83595
  2       1.100000000       1.272324831       2.063465535    0.61660
  3      -0.100000000      -0.303064950       1.981738797   -0.15293

SE of equation          =      0.461018178
Sum of squared residuals =   43.3577031        7.07258316    
Sum of ABS residuals     =   8.71231063    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96313

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.882694628770E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      90 IER= 3 F=  0.880456262396E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.98607505551E-07 -0.87752553727E-08  0.31957444504E-07

X VALUES

  0.58763032061E+00  0.80363890883E+00  0.12061960527E+00

MEAN OF DEPENDENT VARIABLE   749999.225274801

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.587630321       0.394287629    1.49036
  2       1.100000000       0.803638909       0.461222552    1.74241
  3      -0.100000000       0.120619605       0.450291800    0.26787

SE of equation          =      0.207748937
Sum of squared residuals =   8.80456262        4.37858110    
Sum of ABS residuals     =   7.00542570    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92906

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.751580221013E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.660865315305E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.35024442215E-08  0.16907051014E-05  0.18396752685E-05

X VALUES

  0.97726542665E+00  0.11193385381E+01 -0.13301779361E+00

MEAN OF DEPENDENT VARIABLE   749999.402739051

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.977265427       0.103729807    9.42126
  2       1.100000000       1.119338538       0.082292201   13.60200
  3      -0.100000000      -0.133017794       0.082619143   -1.61001

SE of equation          =      0.063479655
Sum of squared residuals =  0.660865315        1.36241512    
Sum of ABS residuals     =   4.88849380    
R squared                =    1.00000
Durbin-Watson statistic  =    1.85669

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.564699684220E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.511725488135E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.15017808093E-06  0.69362684624E-06 -0.18379315315E-06

X VALUES

  0.61123288969E+00  0.86099306313E+00 -0.19800936076E+00

MEAN OF DEPENDENT VARIABLE   749999.284418429

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.611232890       0.053725471   11.37697
  2       1.100000000       0.860993063       0.117729622    7.31331
  3      -0.100000000      -0.198009361       0.117445689   -1.68597

SE of equation          =      0.050084511
Sum of squared residuals =  0.511725488        1.76718953    
Sum of ABS residuals     =   4.27506005    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68230

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.537938043857E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.349473488521E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.14676588745E-04 -0.25387166902E-04 -0.21466549177E-04

X VALUES

  0.11102772340E+01  0.93270976395E+00 -0.20693257524E+00

MEAN OF DEPENDENT VARIABLE   749999.281552807

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.110277234       0.078407283   14.16038
  2       1.100000000       0.932709764       0.082296915   11.33347
  3      -0.100000000      -0.206932575       0.082073611   -2.52130

SE of equation          =      0.046162061
Sum of squared residuals =  0.349473489        1.42478883    
Sum of ABS residuals     =   3.59083265    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91880

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.500210737225E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.427439965472E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.10921303633E-06 -0.67131669227E-06 -0.33691187516E-06

X VALUES

  0.21927861151E+00  0.89014859223E+00 -0.15017909735E+00

MEAN OF DEPENDENT VARIABLE   749999.262560667

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.219278612       0.135494740    1.61836
  2       1.100000000       0.890148592       0.093825661    9.48726
  3      -0.100000000      -0.150179097       0.095961510   -1.56499

SE of equation          =      0.052345007
Sum of squared residuals =  0.427439965        1.61502381    
Sum of ABS residuals     =   3.62497409    
R squared                =    1.00000
Durbin-Watson statistic  =    1.75530

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.507836486150E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.452274474234E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.19972325738E-05  0.40562630232E-04  0.41301902878E-04

X VALUES

  0.49566854922E+00  0.94609168178E+00 -0.34514615155E+00

MEAN OF DEPENDENT VARIABLE   749999.273185317

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.495668549       0.047444748   10.44728
  2       1.100000000       0.946091682       0.112447946    8.41360
  3      -0.100000000      -0.345146152       0.107720149   -3.20410

SE of equation          =      0.047085366
Sum of squared residuals =  0.452274474        1.35689843    
Sum of ABS residuals     =   4.32563090    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69476

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.104757041703E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.101254780733E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.66618709764E-12  0.26538066990E-11

X VALUES

  0.93742501703E+00 -0.52293890934E-01

MEAN OF DEPENDENT VARIABLE   749999.267628581

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.937425017       0.126662455    7.40097
  2      -0.100000000      -0.052293891       0.129396058   -0.40414

SE of equation          =      0.029544645
Sum of squared residuals =  0.101254781        1.09320954    
Sum of ABS residuals     =   1.46380254    
R squared                =    1.00000
Durbin-Watson statistic  =    1.56321

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.247815253697E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.227766776035E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.62280709993E-11 -0.55992037524E-11

X VALUES

  0.12923932514E+01 -0.37177932135E+00

MEAN OF DEPENDENT VARIABLE   749999.207539621

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.292393251       0.091952130   14.05507
  2      -0.100000000      -0.371779321       0.088991716   -4.17768

SE of equation          =      0.033414126
Sum of squared residuals =  0.227766776       0.779195885    
Sum of ABS residuals     =   3.15012623    
R squared                =    1.00000
Durbin-Watson statistic  =    1.59969

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4922582E-01 0.5234225E-01  1.226273      1.083667    
  1954.2 0.5393481E-01 0.5783462E-01  1.186210     0.8143333    
  1954.3 0.5720843E-01 0.5970489E-01  1.526139     0.8696667    
  1954.4 0.5405695E-01 0.5361334E-01 0.7812195      1.036333    
  1955.1 0.5103810E-01 0.4710636E-01  1.295507      1.256333    
  1955.2 0.4907852E-01 0.4380454E-01  2.155130      1.614333    
  1955.3 0.4431078E-01 0.4109694E-01  2.746964      1.861333    
  1955.4 0.3951907E-01 0.4208878E-01  3.221591      2.349333    
  1956.1 0.3676011E-01 0.4031458E-01  3.808132      2.379333    
  1956.2 0.3154246E-01 0.4190614E-01  4.475097      2.596667    
  1956.3 0.2642163E-01 0.4128671E-01  5.155675      2.596667    
  1956.4 0.2079943E-01 0.4100540E-01  5.980636      3.063667    
  1957.1 0.1939872E-01 0.3946671E-01  6.225079      3.171667    
  1957.2 0.1533693E-01 0.4062513E-01  6.957904      3.157000    
  1957.3 0.1347825E-01 0.4207225E-01  8.264749      3.382333    
  1957.4 0.1064110E-01 0.4923487E-01  8.770064      3.343333    
  1958.1 0.1427488E-01 0.6275076E-01  8.346414      1.838000    
  1958.2 0.1994051E-01 0.7359928E-01  7.771493      1.017667    
  1958.3 0.2765485E-01 0.7309055E-01  6.470911      1.710667    
  1958.4 0.3312982E-01 0.6352766E-01  5.820909      2.787667    
  1959.1 0.3847718E-01 0.5798631E-01  5.784628      2.800333    
  1959.2 0.4021112E-01 0.5104500E-01  5.770596      3.019333    
  1959.3 0.5517707E-01 0.5287044E-01  4.408547      3.533000    
  1959.4 0.6041626E-01 0.5592834E-01  3.712725      4.299333    
  1960.1 0.6159406E-01 0.5159512E-01  3.558903      3.943000    
  1960.2 0.6063898E-01 0.5225835E-01  3.936494      3.092333    
  1960.3 0.5888254E-01 0.5549938E-01  4.135800      2.390333    
  1960.4 0.5727184E-01 0.6251647E-01  4.159964      2.360667    
  1961.1 0.5432230E-01 0.6773354E-01  4.031487      2.376667    
  1961.2 0.5274606E-01 0.6971717E-01  3.834000      2.324667    
  1961.3 0.5121621E-01 0.6749309E-01  3.699194      2.324667    
  1961.4 0.4754609E-01 0.6171891E-01  4.237824      2.475000    
  1962.1 0.4289730E-01 0.5614436E-01  4.710372      2.739000    
  1962.2 0.3741030E-01 0.5482584E-01  5.070072      2.716000    
  1962.3 0.3541000E-01 0.5539051E-01  5.205789      2.858000    
  1962.4 0.3239168E-01 0.5505923E-01  5.044346      2.803333    
  1963.1 0.2933982E-01 0.5779253E-01  5.159273      2.909000    
  1963.2 0.2549305E-01 0.5680856E-01  5.546097      2.941333    
  1963.3 0.2309543E-01 0.5493742E-01  6.951246      3.280667    
  1963.4 0.1883922E-01 0.5572673E-01  8.848887      3.499333    
  1964.1 0.1816147E-01 0.5457706E-01  8.379288      3.538000    
  1964.2 0.2154763E-01 0.5220257E-01  7.518693      3.481333    
  1964.3 0.2353852E-01 0.4989598E-01  7.243123      3.504000    
  1964.4 0.2675180E-01 0.4953597E-01  7.194164      3.685000    
  1965.1 0.3320367E-01 0.4871666E-01  7.259950      3.899667    
  1965.2 0.3593154E-01 0.4655354E-01  6.832496      3.879000    
  1965.3 0.3432193E-01 0.4351989E-01  6.729775      3.859667    
  1965.4 0.3239848E-01 0.4102298E-01  7.367948      4.158667    
  1966.1 0.2762713E-01 0.3848268E-01  7.771303      4.630667    
  1966.2 0.2598125E-01 0.3807639E-01  8.096464      4.597333    
  1966.3 0.2365178E-01 0.3750700E-01  8.773448      5.047667    
  1966.4 0.2470819E-01 0.3683286E-01  9.572256      5.246000    
  1967.1 0.2020176E-01 0.3809930E-01  10.04164      4.533667    
  1967.2 0.2100613E-01 0.3806934E-01  9.915130      3.657333    
  1967.3 0.2349125E-01 0.3784696E-01  9.543144      4.344667    
  1967.4 0.2395817E-01 0.3915978E-01  9.573639      4.787333    
  1968.1 0.2568941E-01 0.3728355E-01  9.950479      5.064667    
  1968.2 0.2803902E-01 0.3537721E-01  9.830071      5.510000    
  1968.3 0.2598240E-01 0.3510557E-01  9.765249      5.226333    
  1968.4 0.2292073E-01 0.3392130E-01  10.26123      5.580667    
  1969.1 0.2307708E-01 0.3376971E-01  11.19822      6.137667    
  1969.2 0.2494460E-01 0.3424592E-01  10.60311      6.240000    
  1969.3 0.2702208E-01 0.3590757E-01  8.976762      7.046667    
  1969.4 0.3832947E-01 0.3581941E-01  8.073464      7.317667    
  1970.1 0.4388081E-01 0.4159508E-01  8.120429      7.262667    
  1970.2 0.4898281E-01 0.4746577E-01  8.225223      6.752333    
  1970.3 0.5075765E-01 0.5169088E-01  9.167295      6.374667    
  1970.4 0.5068251E-01 0.5802797E-01  7.758497      5.358333    
  1971.1 0.5262333E-01 0.5914467E-01  6.684470      3.863333    
  1971.2 0.5510004E-01 0.5907857E-01  7.006371      4.206000    
  1971.3 0.5369229E-01 0.5983336E-01  8.550526      5.050333    
  1971.4 0.5177879E-01 0.5954344E-01  7.523918      4.234333    
  1972.1 0.4821757E-01 0.5768041E-01  7.634581      3.435333    
  1972.2 0.4816040E-01 0.5658509E-01  8.571288      3.748333    
  1972.3 0.4799483E-01 0.5584112E-01  9.255820      4.241333    
  1972.4 0.4649417E-01 0.5304486E-01  9.544837      4.851333    
  1973.1 0.4949625E-01 0.4950510E-01  8.858414      5.639667    
  1973.2 0.4776772E-01 0.4889844E-01  9.373354      6.608333    
  1973.3 0.4679276E-01 0.4793204E-01  10.45375      8.388333    
  1973.4 0.5423968E-01 0.4769321E-01  8.296294      7.461667    
  1974.1 0.5726892E-01 0.5085049E-01  6.766337      7.600333    
  1974.2 0.6165290E-01 0.5161500E-01  6.677164      8.268000    
  1974.3 0.6950652E-01 0.5583721E-01  6.647180      8.286333    
  1974.4 0.7568253E-01 0.6556479E-01  5.783298      7.336000    
  1975.1 0.7933206E-01 0.8217515E-01  5.672170      5.873333    
  1975.2 0.8678091E-01 0.8828988E-01  3.487112      5.400667    
  1975.3 0.8252365E-01 0.8467753E-01  2.928659      6.336667    
  1975.4 0.7078093E-01 0.8259670E-01  5.597557      5.684333    
  1976.1 0.5785102E-01 0.7723461E-01  7.444923      4.953333    
  1976.2 0.4827978E-01 0.7526804E-01  8.301499      5.168667    
  1976.3 0.4333293E-01 0.7700112E-01  8.864652      5.168667    
  1976.4 0.4286160E-01 0.7733424E-01  9.031226      4.698000    
  1977.1 0.4640994E-01 0.7493048E-01  10.05452      4.624000    
  1977.2 0.4856944E-01 0.7104693E-01  10.72773      4.828667    
  1977.3 0.5335512E-01 0.6864221E-01  9.929225      5.472000    
  1977.4 0.6347276E-01 0.6612385E-01  8.752904      6.137000    
  1978.1 0.7285770E-01 0.6326666E-01  8.362814      6.408000    
  1978.2 0.8000649E-01 0.5999476E-01  8.642485      6.481000    
  1978.3 0.8817073E-01 0.6021465E-01  8.648867      7.315333    
  1978.4 0.9074797E-01 0.5883992E-01  7.064848      8.680333    
  1979.1 0.9388117E-01 0.5877879E-01  6.281062      9.357667    
  1979.2 0.9411899E-01 0.5714052E-01  5.894342      9.372333    
  1979.3 0.9157689E-01 0.5868435E-01  6.377825      9.631333    
  1979.4 0.8814258E-01 0.5940129E-01  10.01198      11.80367    
  1980.1 0.8225837E-01 0.6296949E-01  11.14751      13.45867    
  1980.2 0.7510682E-01 0.7323656E-01  8.347526      10.04933    
  1980.3 0.7089080E-01 0.7680771E-01  9.833253      9.235333    
  1980.4 0.6933005E-01 0.7398623E-01  15.67343      13.70967    
  1981.1 0.7204395E-01 0.7426606E-01  13.64663      14.36900    
  1981.2 0.7706470E-01 0.7398937E-01  16.27531      14.82900    
  1981.3 0.8777327E-01 0.7417361E-01  17.48118      15.08733    
  1981.4 0.9471394E-01 0.8241053E-01  17.57891      12.02267    
  1982.1 0.9817373E-01 0.8843563E-01  16.91339      12.89500    
  1982.2 0.9813748E-01 0.9425762E-01  16.01509      12.35900    
  1982.3 0.9905411E-01 0.9942961E-01  15.03356      9.705333    
  1982.4 0.9732683E-01 0.1067659      14.97169      7.935000    
  1983.1 0.9005331E-01 0.1039701      14.45072      8.081333    
  1983.2 0.8296334E-01 0.1010214      14.11284      8.420667    
  1983.3 0.7358833E-01 0.9360138E-01  14.13214      9.186667    
  1983.4 0.6840371E-01 0.8541760E-01  13.97331      8.793333    
  1984.1 0.6734600E-01 0.7871758E-01  13.27559      9.133333    
  1984.2 0.6635683E-01 0.7478733E-01  12.59923      9.843333    
  1984.3 0.6629249E-01 0.7451999E-01  11.61477      10.34333    
  1984.4 0.6384689E-01 0.7283015E-01  11.05848      8.973333    
  1985.1 0.6405469E-01 0.7279936E-01  10.64694      8.183333    
  1985.2 0.6253397E-01 0.7288834E-01  10.44489      7.523333    
  1985.3 0.5794217E-01 0.7210537E-01  10.43737      7.103333    
  1985.4 0.5685446E-01 0.7054201E-01  9.889530      7.146667    
  1986.1 0.5664515E-01 0.7015712E-01  9.289675      6.886667    
  1986.2 0.5356968E-01 0.7180384E-01  9.576576      6.130000    
  1986.3 0.4923042E-01 0.6991001E-01  10.43713      5.533333    
  1986.4 0.4520345E-01 0.6835172E-01  10.74609      5.340000    
  1987.1 0.4200253E-01 0.6620689E-01  11.15712      5.533333    
  1987.2 0.4132665E-01 0.6280795E-01  10.80891      5.733333    
  1987.3 0.4095199E-01 0.6014193E-01  10.58153      6.033333    
  1987.4 0.3835849E-01 0.5868976E-01  10.38585      6.003333    
  1988.1 0.4171504E-01 0.5727587E-01  10.03332      5.760000    
  1988.2 0.4510211E-01 0.5487146E-01  9.008851      6.230000    
  1988.3 0.4749460E-01 0.5492451E-01  8.332247      6.993333    
  1988.4 0.4387645E-01 0.5350265E-01  8.264214      7.703333    
  1989.1 0.4581010E-01 0.5215423E-01  7.927014      8.533333    
  1989.2 0.4281586E-01 0.5244464E-01  8.246677      8.440000    
  1989.3 0.3955489E-01 0.5277223E-01  8.691535      7.850000    
  1989.4 0.4465305E-01 0.5373561E-01  5.964426      7.633333    
  1990.1 0.4438913E-01 0.5300361E-01  5.684029      7.756667    
  1990.2 0.4591080E-01 0.5337414E-01  6.507179      7.766667    
  1990.3 0.4668200E-01 0.5687498E-01  6.775117      7.493333    
  1990.4 0.4646087E-01 0.6113686E-01  6.545688      7.023333    
  1991.1 0.4704455E-01 0.6574073E-01  5.816411      6.053333    
  1991.2 0.4875436E-01 0.6823443E-01  5.577471      5.593333    
  1991.3 0.4854044E-01 0.6853392E-01  5.199855      5.406667    
  1991.4 0.4689181E-01 0.7096660E-01  4.755276      4.583333    
  1992.1 0.4387712E-01 0.7379080E-01  5.434661      3.910000    
  1992.2 0.4184261E-01 0.7594573E-01  6.155104      3.723333    
  1992.3 0.3977407E-01 0.7626478E-01  6.370078      3.130000    
  1992.4 0.3666983E-01 0.7406133E-01  6.535364      3.076667    
  1993.1 0.3587967E-01 0.7149713E-01  7.424560      2.993333    
  1993.2 0.3724011E-01 0.7068857E-01  7.656396      2.983333    
  1993.3 0.3599036E-01 0.6799552E-01  7.573586      3.020000    
  1993.4 0.3457101E-01 0.6619143E-01  7.792846      3.080000    
  1994.1 0.3721882E-01 0.6555817E-01  7.491395      3.250000    
  1994.2 0.3736527E-01 0.6165512E-01  6.732986      4.036667    
  1994.3 0.3956054E-01 0.6001291E-01  7.004991      4.510000    
  1994.4 0.3901160E-01 0.5619378E-01  8.278479      5.283333    
  1995.1 0.3799882E-01 0.5477964E-01  8.153185      5.780000    
  1995.2 0.3892334E-01 0.5674622E-01  7.885205      5.623333    
  1995.3 0.4292669E-01 0.5658385E-01  7.606322      5.380000    
  1995.4 0.4202895E-01 0.5572015E-01  8.007423      5.270000    
  1996.1 0.4656190E-01 0.5545427E-01  7.226963      4.950000    
  1996.2 0.5104881E-01 0.5470120E-01  6.103494      5.040000    
  1996.3 0.5636931E-01 0.5259294E-01  4.981405      5.136667    
  1996.4 0.5997535E-01 0.5310254E-01  4.335916      4.970000    
  1997.1 0.6215568E-01 0.5223738E-01  4.093161      5.063333    
  1997.2 0.6151616E-01 0.4974959E-01  4.132427      5.073333    
  1997.3 0.5860358E-01 0.4858023E-01  4.479568      5.056667    
  1997.4 0.5633014E-01 0.4680572E-01  4.554390      5.086667    
  1998.1 0.5584040E-01 0.4637954E-01  4.929290      5.053333    
  1998.2 0.5580348E-01 0.4414228E-01  5.205429      4.976667    
  1998.3 0.5186945E-01 0.4528502E-01  6.560186      4.823333    
  1998.4 0.4787592E-01 0.4429607E-01  5.403559      4.253333    
  1999.1 0.4299152E-01 0.4284456E-01  5.075840      4.406667    
  1999.2 0.3945504E-01 0.4248440E-01  6.185250      4.453333    
  1999.3 0.3650977E-01 0.4243400E-01  7.402539      4.650000    
  1999.4 0.3660415E-01 0.4077788E-01  8.277661      5.043333    
  2000.1 0.3338749E-01 0.4048765E-01  8.903259      5.520000    
  2000.2 0.3892807E-01 0.3947782E-01  7.805307      5.713333    
  2000.3 0.4705027E-01 0.4030117E-01  6.316313      6.016667    
  2000.4 0.4984719E-01 0.3918419E-01  5.991632      6.016667    
  2001.1 0.5443602E-01 0.4230321E-01  6.324541      4.816667    
  2001.2 0.5968928E-01 0.4411448E-01  5.869977      3.660000    
  2001.3 0.6406083E-01 0.4819249E-01  5.002792      3.170000    
  2001.4 0.6443650E-01 0.5537421E-01  4.771491      1.906667    
  2002.1 0.6219667E-01 0.5705425E-01  4.891135      1.820000    
  2002.2 0.6271295E-01 0.5845793E-01  4.502751      1.716667    
  2002.3 0.6673757E-01 0.5732000E-01  3.462434      1.643333    
  2002.4 0.6981343E-01 0.5851777E-01  2.811207      1.333333    
  2003.1 0.7088316E-01 0.5873963E-01  2.439659      1.156667    
  2003.2 0.7206141E-01 0.6152488E-01  2.240661      1.043333    
  2003.3 0.6732504E-01 0.6107130E-01  2.256249     0.9300000    
  2003.4 0.6127167E-01 0.5820932E-01  2.321104     0.9166667    
  2004.1 0.5309531E-01 0.5687648E-01  3.137363     0.9166667    
  2004.2 0.4793436E-01 0.5595400E-01  3.823949      1.076667    
  2004.3 0.4062477E-01 0.5440757E-01  4.644988      1.486667    
  2004.4 0.3887385E-01 0.5396538E-01  5.256154      2.006667    
  2005.1 0.3954493E-01 0.5292068E-01  4.713463      2.536667    
  2005.2 0.4017891E-01 0.5115378E-01  4.537230      2.863333    
  2005.3 0.3892143E-01 0.4975337E-01  4.685609      3.360000    
  2005.4 0.3948573E-01 0.4964352E-01  4.432610      3.826667    
  2006.1 0.4014474E-01 0.4731667E-01  4.399508      4.393333    
  2006.2 0.4098787E-01 0.4666969E-01  4.165278      4.703333    
  2006.3 0.4450099E-01 0.4655398E-01  3.910605      4.906667    
  2006.4 0.4798851E-01 0.4466963E-01  2.696907      4.903333    
  2007.1 0.4689230E-01 0.4536088E-01  2.448399      4.983333    
  2007.2 0.4645895E-01 0.4507805E-01  2.524287      4.736667    
  2007.3 0.4815977E-01 0.4670151E-01  2.897933      4.303333    
  2007.4 0.4657919E-01 0.4813029E-01  3.355178      3.390000    
  2008.1 0.4738742E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5053367E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5527945E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6061376E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6754999E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7321567E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.7730203E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8193112E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8122298E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.7938663E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.8214135E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.8491599E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.8437369E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.8363603E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.8668868E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8714748E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8394381E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8157388E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8012740E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8096408E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.8373847E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.8657336E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.8929152E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9572119E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.9893117E-01 0.7353172E-01 0.3865470     0.2222305    
  2014.2 0.1031603     0.7371212E-01 0.3342353     0.2267692    
  2014.3 0.1012403     0.7344075E-01  1.395744     0.2727381    
  2014.4 0.9825731E-01 0.7270034E-01 0.2156571     0.3896289    
  2015.1 0.9281104E-01 0.7163268E-01 0.5067506     0.5446822    
  2015.2 0.8996809E-01 0.7041296E-01  1.491393     0.7056998    
  2015.3 0.8699457E-01 0.6919799E-01  1.932989     0.8622789    
  2015.4 0.8305325E-01 0.6810526E-01  2.070704      1.011500    
  2016.1 0.8396455E-01 0.6720077E-01  2.315231      1.148466    
  2016.2 0.8707386E-01 0.6650839E-01  2.367637      1.268463    
  2016.3 0.8471236E-01 0.6602361E-01  3.447259      1.370028    
  2016.4 0.8199543E-01 0.6572500E-01  2.222232      1.454232    
  2017.1 0.8034682E-01 0.6557762E-01  2.260048      1.523254    
  2017.2 0.7999095E-01 0.6554472E-01  2.976675      1.579320    
  2017.3 0.8317263E-01 0.6559437E-01  2.351667      1.624370    
  2017.4 0.8980139E-01 0.6569973E-01  1.231608      1.660170    
  2018.1 0.9596336E-01 0.6583532E-01 0.7163946E-01  1.688692    
  2018.2 0.9999315E-01 0.6598118E-01  0.000000      1.711782    
  2018.3 0.1015948     0.6612472E-01  0.000000      1.730742    
  2018.4 0.1002011     0.6625905E-01  0.000000      1.746369    
  2019.1 0.9824044E-01 0.6637441E-01  0.000000      1.759767    
  2019.2 0.9498878E-01 0.6646188E-01  0.000000      1.772234    
  2019.3 0.9497837E-01 0.6651811E-01  0.000000      1.784603    
  2019.4 0.9365309E-01 0.6654506E-01  0.000000      1.797049    
  2020.1 0.9089890E-01 0.6654177E-01 0.2245571      1.809908    
  2020.2 0.8865986E-01 0.6650849E-01 0.3247699      1.823601    
  2020.3 0.8571508E-01 0.6644969E-01 0.3813025      1.838160    
  2020.4 0.8230609E-01 0.6637212E-01 0.5981457      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.294450013375E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     120 IER= 4 F=  0.267318669421E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.26045571834E-08  0.38319980949E-07  0.57591061305E-07

X VALUES

  0.50198978029E+00  0.99006518026E+00 -0.10471557940E+00

MEAN OF DEPENDENT VARIABLE   749999.220112224

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.501989780       0.018111063   27.71730
  2       1.100000000       0.990065180       0.073439117   13.48144
  3      -0.100000000      -0.104715579       0.068939038   -1.51896

SE of equation          =      0.011447208
Sum of squared residuals =  0.267318669E-01   0.176906281    
Sum of ABS residuals     =  0.827157185    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99929

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.299398232515E-01

TERMINATION. ITERS=    9 FUNCTION EVALS=     156 IER= 4 F=  0.163579497947E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.30156643964E-08 -0.10499876897E-06 -0.11110069917E-06

X VALUES

  0.68473981856E+00  0.12638325242E+01 -0.32247174767E+00

MEAN OF DEPENDENT VARIABLE   749999.231492234

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.684739819       0.020289322   33.74878
  2       1.100000000       1.263832524       0.070580151   17.90634
  3      -0.100000000      -0.322471748       0.064573464   -4.99387

SE of equation          =      0.008954665
Sum of squared residuals =  0.163579498E-01   0.543472333E-01
Sum of ABS residuals     =  0.713095308    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99714

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.612685915383E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.556816272458E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10273803278E-05  0.11283758752E-04  0.12322033329E-04

X VALUES

  0.43972926952E+00  0.11860218465E+01 -0.23193273962E+00

MEAN OF DEPENDENT VARIABLE   749999.272465202

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.439729270       0.031510040   13.95521
  2       1.100000000       1.186021846       0.073669470   16.09923
  3      -0.100000000      -0.231932740       0.072197229   -3.21249

SE of equation          =      0.017029635
Sum of squared residuals =  0.556816272E-01   0.163031995    
Sum of ABS residuals     =   1.19753124    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98174

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.585198926474E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     117 IER= 4 F=  0.458787221704E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.20787386402E-05 -0.20421742520E-04 -0.22898866736E-04

X VALUES

  0.56613105547E+00  0.12655775502E+01 -0.30440824163E+00

MEAN OF DEPENDENT VARIABLE   749999.253540548

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.566131055       0.018495290   30.60947
  2       1.100000000       1.265577550       0.068420165   18.49714
  3      -0.100000000      -0.304408242       0.065579959   -4.64179

SE of equation          =      0.014996523
Sum of squared residuals =  0.458787222E-01  -0.846294724E-01
Sum of ABS residuals     =   1.20691535    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99995

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.613205742966E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 4 F=  0.613051514258E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.47209260929E-05 -0.51925315905E-04 -0.55996429377E-04

X VALUES

  0.54581661193E+00  0.11974485027E+01 -0.24619975747E+00

MEAN OF DEPENDENT VARIABLE   749999.286960957

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.545816612       0.651042619    0.83837
  2       1.100000000       1.197448503       2.540825117    0.47128
  3      -0.100000000      -0.246199757       2.393468922   -0.10286

SE of equation          =      0.548192893
Sum of squared residuals =   61.3051514        8.70819336    
Sum of ABS residuals     =   9.95327290    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97138

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.557492782068E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      87 IER= 3 F=  0.555298853097E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.92206732927E-07 -0.23558852037E-07  0.29333050935E-06

X VALUES

  0.55386691960E+00  0.10067894930E+01 -0.14205440359E+00

MEAN OF DEPENDENT VARIABLE   749999.245663939

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.553866920       0.249220407    2.22240
  2       1.100000000       1.006789493       0.367219660    2.74165
  3      -0.100000000      -0.142054404       0.353391801   -0.40197

SE of equation          =      0.164986460
Sum of squared residuals =   5.55298853        3.60075776    
Sum of ABS residuals     =   5.67064563    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95830

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.888170225472E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      90 IER= 4 F=  0.835248875696E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.80971159206E-07 -0.15446498000E-06 -0.71751368362E-06

X VALUES

  0.72999860282E+00  0.11526077203E+01 -0.18957567765E+00

MEAN OF DEPENDENT VARIABLE   749999.325193633

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.729998603       0.099662894    7.32468
  2       1.100000000       1.152607720       0.084308051   13.67138
  3      -0.100000000      -0.189575678       0.083654776   -2.26617

SE of equation          =      0.071365124
Sum of squared residuals =  0.835248876        1.13943093    
Sum of ABS residuals     =   5.19385504    
R squared                =    1.00000
Durbin-Watson statistic  =    1.88249

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.446966674768E+00

TERMINATION. ITERS=    8 FUNCTION EVALS=     129 IER= 4 F=  0.407716095322E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.52695422739E-06 -0.15933542277E-05 -0.17564105601E-05

X VALUES

  0.58640185079E+00  0.81631047647E+00 -0.20261931194E+00

MEAN OF DEPENDENT VARIABLE   749999.267265999

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.586401851       0.048842253   12.00604
  2       1.100000000       0.816310476       0.101809364    8.01803
  3      -0.100000000      -0.202619312       0.103537424   -1.95697

SE of equation          =      0.044705797
Sum of squared residuals =  0.407716095        1.85709074    
Sum of ABS residuals     =   4.09991898    
R squared                =    1.00000
Durbin-Watson statistic  =    1.64347

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.453142618782E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.403239052508E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.11641045551E-06  0.34087647031E-06  0.74569790381E-07

X VALUES

  0.67395905434E+00  0.11373142106E+01 -0.27336144455E+00

MEAN OF DEPENDENT VARIABLE   749999.249659092

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.673959054       0.097473205    6.91430
  2       1.100000000       1.137314211       0.080544324   14.12035
  3      -0.100000000      -0.273361445       0.080188022   -3.40901

SE of equation          =      0.049586033
Sum of squared residuals =  0.403239053       0.791858364    
Sum of ABS residuals     =   3.40613998    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95667

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.263492512546E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      85 IER= 4 F=  0.249939251977E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.76281158068E-05  0.46504641464E-05 -0.29692776609E-06

X VALUES

  0.46691995048E+00  0.10588604757E+01 -0.17243992380E+00

MEAN OF DEPENDENT VARIABLE   749999.270182339

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.466919950       0.108479727    4.30421
  2       1.100000000       1.058860476       0.079866923   13.25781
  3      -0.100000000      -0.172439924       0.080442946   -2.14363

SE of equation          =      0.040027174
Sum of squared residuals =  0.249939252        1.27927895    
Sum of ABS residuals     =   2.67339415    
R squared                =    1.00000
Durbin-Watson statistic  =    1.74204

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.587718965961E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      91 IER= 4 F=  0.398739906928E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.13808661263E-04  0.20005928484E-05  0.40500986021E-05

X VALUES

  0.57525001069E+00  0.91963255603E+00 -0.55811897508E+00

MEAN OF DEPENDENT VARIABLE   749999.273265730

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.575250011       0.032313157   17.80235
  2       1.100000000       0.919632556       0.078037076   11.78456
  3      -0.100000000      -0.558118975       0.075452901   -7.39692

SE of equation          =      0.044210942
Sum of squared residuals =  0.398739907        1.10042030    
Sum of ABS residuals     =   4.38127531    
R squared                =    1.00000
Durbin-Watson statistic  =    1.76427

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.120324329047E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.102918921313E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.20749058864E-11  0.21416421181E-11

X VALUES

  0.12373528656E+01 -0.42119838785E+00

MEAN OF DEPENDENT VARIABLE   749999.249662140

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.237352866       0.118641792   10.42932
  2      -0.100000000      -0.421198388       0.111744698   -3.76929

SE of equation          =      0.029786441
Sum of squared residuals =  0.102918921       0.650728340    
Sum of ABS residuals     =   1.62576774    
R squared                =    1.00000
Durbin-Watson statistic  =    1.52148

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.342979929804E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.304496350913E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.18505949052E-10  0.17180424136E-10

X VALUES

  0.13648353694E+01 -0.43619443599E+00

MEAN OF DEPENDENT VARIABLE   749999.249068184

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.364835369       0.079726634   17.11894
  2      -0.100000000      -0.436194436       0.078283989   -5.57195

SE of equation          =      0.038634559
Sum of squared residuals =  0.304496351        1.59040095    
Sum of ABS residuals     =   3.60163393    
R squared                =    1.00000
Durbin-Watson statistic  =    1.63145

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5601472E-01 0.5234225E-01 0.5575887      1.083667    
  1954.2 0.6163438E-01 0.5783462E-01 0.4345687     0.8143333    
  1954.3 0.5508550E-01 0.5970489E-01  1.518050     0.8696667    
  1954.4 0.5278706E-01 0.5361334E-01  1.292072      1.036333    
  1955.1 0.4684764E-01 0.4710636E-01  1.782086      1.256333    
  1955.2 0.4239008E-01 0.4380454E-01  2.747474      1.614333    
  1955.3 0.3124518E-01 0.4109694E-01  4.863330      1.861333    
  1955.4 0.2555918E-01 0.4208878E-01  5.485490      2.349333    
  1956.1 0.2553980E-01 0.4031458E-01  5.135156      2.379333    
  1956.2 0.2461522E-01 0.4190614E-01  5.149947      2.596667    
  1956.3 0.2541531E-01 0.4128671E-01  5.423708      2.596667    
  1956.4 0.2809004E-01 0.4100540E-01  5.006163      3.063667    
  1957.1 0.3007714E-01 0.3946671E-01  4.838746      3.171667    
  1957.2 0.4153301E-01 0.4062513E-01  2.476782      3.157000    
  1957.3 0.3846035E-01 0.4207225E-01  1.688316      3.382333    
  1957.4 0.2960907E-01 0.4923487E-01  4.359802      3.343333    
  1958.1 0.1982624E-01 0.6275076E-01  6.243347      1.838000    
  1958.2 0.8408922E-02 0.7359928E-01  7.522001      1.017667    
  1958.3 0.3306112E-02 0.7309055E-01  8.328148      1.710667    
  1958.4 0.8982458E-02 0.6352766E-01  5.884519      2.787667    
  1959.1 0.1275518E-01 0.5798631E-01  5.743837      2.800333    
  1959.2 0.2092990E-01 0.5104500E-01  6.276846      3.019333    
  1959.3 0.4446014E-01 0.5287044E-01  4.645811      3.533000    
  1959.4 0.5906843E-01 0.5592834E-01  3.056014      4.299333    
  1960.1 0.6711593E-01 0.5159512E-01  2.566719      3.943000    
  1960.2 0.6950378E-01 0.5225835E-01  2.731026      3.092333    
  1960.3 0.6517150E-01 0.5549938E-01  3.154867      2.390333    
  1960.4 0.5605763E-01 0.6251647E-01  3.916910      2.360667    
  1961.1 0.4813712E-01 0.6773354E-01  4.927579      2.376667    
  1961.2 0.4176710E-01 0.6971717E-01  5.534111      2.324667    
  1961.3 0.2864996E-01 0.6749309E-01  7.393283      2.324667    
  1961.4 0.2017755E-01 0.6171891E-01  8.194748      2.475000    
  1962.1 0.2152227E-01 0.5614436E-01  7.793340      2.739000    
  1962.2 0.2157289E-01 0.5482584E-01  7.625139      2.716000    
  1962.3 0.2329106E-01 0.5539051E-01  8.241115      2.858000    
  1962.4 0.2411651E-01 0.5505923E-01  8.443933      2.803333    
  1963.1 0.2984061E-01 0.5779253E-01  8.577029      2.909000    
  1963.2 0.3740861E-01 0.5680856E-01  8.046020      2.941333    
  1963.3 0.4176136E-01 0.5493742E-01  7.467015      3.280667    
  1963.4 0.4688911E-01 0.5572673E-01  7.113352      3.499333    
  1964.1 0.4823589E-01 0.5457706E-01  6.272308      3.538000    
  1964.2 0.4964886E-01 0.5220257E-01  5.353793      3.481333    
  1964.3 0.5369250E-01 0.4989598E-01  5.177706      3.504000    
  1964.4 0.5349847E-01 0.4953597E-01  5.546220      3.685000    
  1965.1 0.5905341E-01 0.4871666E-01  5.332653      3.899667    
  1965.2 0.6161276E-01 0.4655354E-01  5.131657      3.879000    
  1965.3 0.6158771E-01 0.4351989E-01  5.196635      3.859667    
  1965.4 0.5727900E-01 0.4102298E-01  6.218513      4.158667    
  1966.1 0.5433373E-01 0.3848268E-01  6.722274      4.630667    
  1966.2 0.5633099E-01 0.3807639E-01  6.037239      4.597333    
  1966.3 0.5893164E-01 0.3750700E-01  5.533805      5.047667    
  1966.4 0.6140405E-01 0.3683286E-01  5.683884      5.246000    
  1967.1 0.6081319E-01 0.3809930E-01  6.444071      4.533667    
  1967.2 0.6099135E-01 0.3806934E-01  6.434667      3.657333    
  1967.3 0.5997992E-01 0.3784696E-01  6.024205      4.344667    
  1967.4 0.5780095E-01 0.3915978E-01  6.221896      4.787333    
  1968.1 0.5197199E-01 0.3728355E-01  6.262271      5.064667    
  1968.2 0.4392464E-01 0.3537721E-01  6.720354      5.510000    
  1968.3 0.3797838E-01 0.3510557E-01  7.340961      5.226333    
  1968.4 0.3748883E-01 0.3392130E-01  7.566534      5.580667    
  1969.1 0.3292476E-01 0.3376971E-01  7.997384      6.137667    
  1969.2 0.3466732E-01 0.3424592E-01  7.871203      6.240000    
  1969.3 0.3781776E-01 0.3590757E-01  7.750897      7.046667    
  1969.4 0.4304412E-01 0.3581941E-01  7.884148      7.317667    
  1970.1 0.4544715E-01 0.4159508E-01  7.706854      7.262667    
  1970.2 0.5241105E-01 0.4746577E-01  6.667208      6.752333    
  1970.3 0.5516002E-01 0.5169088E-01  5.514876      6.374667    
  1970.4 0.5644651E-01 0.5802797E-01  5.226875      5.358333    
  1971.1 0.5876893E-01 0.5914467E-01  5.018783      3.863333    
  1971.2 0.5965918E-01 0.5907857E-01  5.102340      4.206000    
  1971.3 0.5930023E-01 0.5983336E-01  4.577431      5.050333    
  1971.4 0.5421992E-01 0.5954344E-01  5.011486      4.234333    
  1972.1 0.5089393E-01 0.5768041E-01  6.051891      3.435333    
  1972.2 0.4664699E-01 0.5658509E-01  6.954299      3.748333    
  1972.3 0.4149016E-01 0.5584112E-01  7.648703      4.241333    
  1972.4 0.3637467E-01 0.5304486E-01  8.592891      4.851333    
  1973.1 0.2905307E-01 0.4950510E-01  9.792094      5.639667    
  1973.2 0.2606500E-01 0.4889844E-01  10.67201      6.608333    
  1973.3 0.2551840E-01 0.4793204E-01  11.17125      8.388333    
  1973.4 0.2502074E-01 0.4769321E-01  11.48494      7.461667    
  1974.1 0.2996838E-01 0.5085049E-01  11.42835      7.600333    
  1974.2 0.3514136E-01 0.5161500E-01  10.75757      8.268000    
  1974.3 0.3996247E-01 0.5583721E-01  10.84643      8.286333    
  1974.4 0.4191854E-01 0.6556479E-01  11.24240      7.336000    
  1975.1 0.4244886E-01 0.8217515E-01  11.47567      5.873333    
  1975.2 0.4088578E-01 0.8828988E-01  11.44120      5.400667    
  1975.3 0.4244690E-01 0.8467753E-01  11.50114      6.336667    
  1975.4 0.4043955E-01 0.8259670E-01  11.07275      5.684333    
  1976.1 0.3742778E-01 0.7723461E-01  12.01889      4.953333    
  1976.2 0.3937224E-01 0.7526804E-01  12.48050      5.168667    
  1976.3 0.4188949E-01 0.7700112E-01  12.22700      5.168667    
  1976.4 0.4507040E-01 0.7733424E-01  11.84540      4.698000    
  1977.1 0.4951834E-01 0.7493048E-01  11.71465      4.624000    
  1977.2 0.5128124E-01 0.7104693E-01  11.64585      4.828667    
  1977.3 0.5036762E-01 0.6864221E-01  11.46462      5.472000    
  1977.4 0.5015428E-01 0.6612385E-01  11.48124      6.137000    
  1978.1 0.4628769E-01 0.6326666E-01  11.81238      6.408000    
  1978.2 0.4521947E-01 0.5999476E-01  12.07769      6.481000    
  1978.3 0.4559081E-01 0.6021465E-01  12.02508      7.315333    
  1978.4 0.4726993E-01 0.5883992E-01  11.88635      8.680333    
  1979.1 0.5015975E-01 0.5877879E-01  12.12509      9.357667    
  1979.2 0.5034688E-01 0.5714052E-01  12.08977      9.372333    
  1979.3 0.5191372E-01 0.5868435E-01  12.20436      9.631333    
  1979.4 0.5122048E-01 0.5940129E-01  13.94550      11.80367    
  1980.1 0.5132233E-01 0.6296949E-01  14.76093      13.45867    
  1980.2 0.5315852E-01 0.7323656E-01  15.21875      10.04933    
  1980.3 0.5906195E-01 0.7680771E-01  14.54647      9.235333    
  1980.4 0.6394279E-01 0.7398623E-01  15.40531      13.70967    
  1981.1 0.6933521E-01 0.7426606E-01  14.65988      14.36900    
  1981.2 0.7391934E-01 0.7398937E-01  14.75317      14.82900    
  1981.3 0.8044454E-01 0.7417361E-01  13.66474      15.08733    
  1981.4 0.8049714E-01 0.8241053E-01  12.83571      12.02267    
  1982.1 0.8945408E-01 0.8843563E-01  17.31951      12.89500    
  1982.2 0.8967385E-01 0.9425762E-01  18.65506      12.35900    
  1982.3 0.8287292E-01 0.9942961E-01  15.71355      9.705333    
  1982.4 0.7959033E-01 0.1067659      12.80747      7.935000    
  1983.1 0.7541841E-01 0.1039701      11.84566      8.081333    
  1983.2 0.7152884E-01 0.1010214      12.04119      8.420667    
  1983.3 0.7097537E-01 0.9360138E-01  11.74187      9.186667    
  1983.4 0.6825069E-01 0.8541760E-01  11.21283      8.793333    
  1984.1 0.6491883E-01 0.7871758E-01  10.49496      9.133333    
  1984.2 0.5725904E-01 0.7478733E-01  10.86341      9.843333    
  1984.3 0.4974702E-01 0.7451999E-01  11.85047      10.34333    
  1984.4 0.4258697E-01 0.7283015E-01  12.81608      8.973333    
  1985.1 0.3604605E-01 0.7279936E-01  12.71960      8.183333    
  1985.2 0.3064565E-01 0.7288834E-01  12.40686      7.523333    
  1985.3 0.2503715E-01 0.7210537E-01  12.35664      7.103333    
  1985.4 0.2433652E-01 0.7054201E-01  11.87493      7.146667    
  1986.1 0.2354474E-01 0.7015712E-01  10.82187      6.886667    
  1986.2 0.2020255E-01 0.7180384E-01  10.25294      6.130000    
  1986.3 0.1905792E-01 0.6991001E-01  10.99387      5.533333    
  1986.4 0.1406787E-01 0.6835172E-01  11.68657      5.340000    
  1987.1 0.2127261E-01 0.6620689E-01  11.48708      5.533333    
  1987.2 0.2034283E-01 0.6280795E-01  11.09914      5.733333    
  1987.3 0.1303751E-01 0.6014193E-01  11.64779      6.033333    
  1987.4 0.1526000E-01 0.5868976E-01  10.46409      6.003333    
  1988.1 0.1980066E-01 0.5727587E-01  9.340345      5.760000    
  1988.2 0.2531884E-01 0.5487146E-01  8.552114      6.230000    
  1988.3 0.2757265E-01 0.5492451E-01  8.119122      6.993333    
  1988.4 0.3064751E-01 0.5350265E-01  7.020327      7.703333    
  1989.1 0.3373535E-01 0.5215423E-01  6.283186      8.533333    
  1989.2 0.3369551E-01 0.5244464E-01  6.430310      8.440000    
  1989.3 0.3271754E-01 0.5277223E-01  6.494743      7.850000    
  1989.4 0.3333415E-01 0.5373561E-01  5.823573      7.633333    
  1990.1 0.3261492E-01 0.5300361E-01  6.498280      7.756667    
  1990.2 0.3235095E-01 0.5337414E-01  7.131985      7.766667    
  1990.3 0.2971054E-01 0.5687498E-01  7.555998      7.493333    
  1990.4 0.2646286E-01 0.6113686E-01  7.894533      7.023333    
  1991.1 0.2443904E-01 0.6574073E-01  8.575513      6.053333    
  1991.2 0.2368380E-01 0.6823443E-01  9.087460      5.593333    
  1991.3 0.2608447E-01 0.6853392E-01  9.129771      5.406667    
  1991.4 0.2386498E-01 0.7096660E-01  7.896191      4.583333    
  1992.1 0.2677300E-01 0.7379080E-01  7.736845      3.910000    
  1992.2 0.2926183E-01 0.7594573E-01  7.961566      3.723333    
  1992.3 0.3356993E-01 0.7626478E-01  7.605051      3.130000    
  1992.4 0.3900408E-01 0.7406133E-01  7.130980      3.076667    
  1993.1 0.4423398E-01 0.7149713E-01  5.916342      2.993333    
  1993.2 0.4807156E-01 0.7068857E-01  4.448522      2.983333    
  1993.3 0.5345241E-01 0.6799552E-01  3.668229      3.020000    
  1993.4 0.6110713E-01 0.6619143E-01  2.497743      3.080000    
  1994.1 0.6431997E-01 0.6555817E-01  2.693924      3.250000    
  1994.2 0.6598388E-01 0.6165512E-01  3.439479      4.036667    
  1994.3 0.6359854E-01 0.6001291E-01  4.869751      4.510000    
  1994.4 0.6057012E-01 0.5619378E-01  3.733855      5.283333    
  1995.1 0.5803838E-01 0.5477964E-01  3.077355      5.780000    
  1995.2 0.5471652E-01 0.5674622E-01  3.561925      5.623333    
  1995.3 0.5566830E-01 0.5658385E-01  3.942430      5.380000    
  1995.4 0.5470164E-01 0.5572015E-01  3.516587      5.270000    
  1996.1 0.5244679E-01 0.5545427E-01  4.187544      4.950000    
  1996.2 0.5334534E-01 0.5470120E-01  5.323164      5.040000    
  1996.3 0.6023332E-01 0.5259294E-01  5.643528      5.136667    
  1996.4 0.6233653E-01 0.5310254E-01  4.232675      4.970000    
  1997.1 0.6474614E-01 0.5223738E-01  3.052359      5.063333    
  1997.2 0.6402018E-01 0.4974959E-01  3.147571      5.073333    
  1997.3 0.6098909E-01 0.4858023E-01  3.833177      5.056667    
  1997.4 0.6123334E-01 0.4680572E-01  3.767415      5.086667    
  1998.1 0.6054994E-01 0.4637954E-01  4.255223      5.053333    
  1998.2 0.6036045E-01 0.4414228E-01  4.037022      4.976667    
  1998.3 0.6034849E-01 0.4528502E-01  2.879982      4.823333    
  1998.4 0.6597362E-01 0.4429607E-01  2.133618      4.253333    
  1999.1 0.6413424E-01 0.4284456E-01  3.148849      4.406667    
  1999.2 0.6453833E-01 0.4248440E-01  4.165677      4.453333    
  1999.3 0.6917046E-01 0.4243400E-01  4.375938      4.650000    
  1999.4 0.6986549E-01 0.4077788E-01  2.966116      5.043333    
  2000.1 0.6680352E-01 0.4048765E-01  2.644873      5.520000    
  2000.2 0.6761601E-01 0.3947782E-01  2.678276      5.713333    
  2000.3 0.6953188E-01 0.4030117E-01  2.264064      6.016667    
  2000.4 0.7263233E-01 0.3918419E-01  1.329488      6.016667    
  2001.1 0.7490389E-01 0.4230321E-01 0.6527629      4.816667    
  2001.2 0.7122002E-01 0.4411448E-01  1.708493      3.660000    
  2001.3 0.6542033E-01 0.4819249E-01  2.932182      3.170000    
  2001.4 0.6841838E-01 0.5537421E-01 0.7272263      1.906667    
  2002.1 0.6721284E-01 0.5705425E-01 0.2192896      1.820000    
  2002.2 0.6588986E-01 0.5845793E-01 0.5285815      1.716667    
  2002.3 0.6489749E-01 0.5732000E-01  1.225611      1.643333    
  2002.4 0.6229698E-01 0.5851777E-01  2.130960      1.333333    
  2003.1 0.6043871E-01 0.5873963E-01  2.478361      1.156667    
  2003.2 0.5763363E-01 0.6152488E-01  2.149454      1.043333    
  2003.3 0.5433415E-01 0.6107130E-01  2.688618     0.9300000    
  2003.4 0.4890415E-01 0.5820932E-01  3.742057     0.9166667    
  2004.1 0.4051320E-01 0.5687648E-01  4.928161     0.9166667    
  2004.2 0.4066372E-01 0.5595400E-01  4.794238      1.076667    
  2004.3 0.3620689E-01 0.5440757E-01  4.232042      1.486667    
  2004.4 0.3722899E-01 0.5396538E-01  4.076446      2.006667    
  2005.1 0.4098694E-01 0.5292068E-01  4.729013      2.536667    
  2005.2 0.4124268E-01 0.5115378E-01  4.810230      2.863333    
  2005.3 0.4382437E-01 0.4975337E-01  4.437213      3.360000    
  2005.4 0.4678465E-01 0.4964352E-01  3.346490      3.826667    
  2006.1 0.5009757E-01 0.4731667E-01  2.964642      4.393333    
  2006.2 0.5267269E-01 0.4666969E-01  3.138556      4.703333    
  2006.3 0.5324854E-01 0.4655398E-01  3.376200      4.906667    
  2006.4 0.5516721E-01 0.4466963E-01  2.655434      4.903333    
  2007.1 0.6075746E-01 0.4536088E-01  1.906933      4.983333    
  2007.2 0.6033410E-01 0.4507805E-01  2.412678      4.736667    
  2007.3 0.5793556E-01 0.4670151E-01  3.646668      4.303333    
  2007.4 0.5478075E-01 0.4813029E-01  4.106801      3.390000    
  2008.1 0.5358530E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5207277E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5187317E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5654941E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.6324425E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7011987E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.7663279E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8318904E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8882945E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9151172E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9859924E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1004041     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9702835E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9543496E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9547218E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9716085E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9699855E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1030916     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1063545     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1096488     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1111986     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1105132     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1121689     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1100943     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1079041     0.7353172E-01  0.000000     0.2222305    
  2014.2 0.1059517     0.7371212E-01  0.000000     0.2267692    
  2014.3 0.1063628     0.7344075E-01  0.000000     0.2727381    
  2014.4 0.1097506     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1069324     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1013262     0.7041296E-01 0.5681597     0.7056998    
  2015.3 0.9894027E-01 0.6919799E-01  1.229008     0.8622789    
  2015.4 0.9655522E-01 0.6810526E-01  2.105190      1.011500    
  2016.1 0.9240844E-01 0.6720077E-01  2.474937      1.148466    
  2016.2 0.9366149E-01 0.6650839E-01  2.137736      1.268463    
  2016.3 0.9459265E-01 0.6602361E-01  2.472244      1.370028    
  2016.4 0.9308557E-01 0.6572500E-01  2.075210      1.454232    
  2017.1 0.9267082E-01 0.6557762E-01  1.731806      1.523254    
  2017.2 0.9178436E-01 0.6554472E-01  1.124203      1.579320    
  2017.3 0.9464219E-01 0.6559437E-01 0.4448230      1.624370    
  2017.4 0.9600157E-01 0.6569973E-01  0.000000      1.660170    
  2018.1 0.9302588E-01 0.6583532E-01  0.000000      1.688692    
  2018.2 0.9016393E-01 0.6598118E-01 0.4332333      1.711782    
  2018.3 0.8805999E-01 0.6612472E-01 0.6759082      1.730742    
  2018.4 0.8667507E-01 0.6625905E-01 0.7491903      1.746369    
  2019.1 0.8458997E-01 0.6637441E-01 0.7242989      1.759767    
  2019.2 0.8896291E-01 0.6646188E-01 0.7973187E-01  1.772234    
  2019.3 0.9110535E-01 0.6651811E-01  0.000000      1.784603    
  2019.4 0.9279874E-01 0.6654506E-01  0.000000      1.797049    
  2020.1 0.9645965E-01 0.6654177E-01  0.000000      1.809908    
  2020.2 0.9452588E-01 0.6650849E-01 0.3208544      1.823601    
  2020.3 0.8698938E-01 0.6644969E-01  1.105979      1.838160    
  2020.4 0.8834115E-01 0.6637212E-01  0.000000      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.383440756512E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     118 IER= 4 F=  0.359335337493E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.49193038539E-07  0.58120269937E-07  0.49503618198E-07

X VALUES

  0.55132086417E+00  0.11095658637E+01 -0.15016971958E+00

MEAN OF DEPENDENT VARIABLE   749999.228961617

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.551320864       0.023622785   23.33852
  2       1.100000000       1.109565864       0.070028377   15.84452
  3      -0.100000000      -0.150169720       0.068308291   -2.19841

SE of equation          =      0.013271954
Sum of squared residuals =  0.359335337E-01   0.272480790E-02
Sum of ABS residuals     =  0.982382893    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98021

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.207025602519E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     143 IER= 4 F=  0.946790930393E-02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.19973992058E-07 -0.11315891613E-05 -0.12291496766E-05

X VALUES

  0.70826180665E+00  0.12003784356E+01 -0.24187877474E+00

MEAN OF DEPENDENT VARIABLE   749999.237626741

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.708261807       0.017169407   41.25138
  2       1.100000000       1.200378436       0.071087447   16.88594
  3      -0.100000000      -0.241878775       0.067009836   -3.60960

SE of equation          =      0.006812585
Sum of squared residuals =  0.946790930E-02  -0.100805306    
Sum of ABS residuals     =  0.576276867    
R squared                =    1.00000
Durbin-Watson statistic  =    2.00000

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.403596409369E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.358838790186E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.16895391792E-06 -0.16234807975E-05 -0.16689651688E-05

X VALUES

  0.53363780977E+00  0.11456364510E+01 -0.21952609829E+00

MEAN OF DEPENDENT VARIABLE   749999.269397298

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.533637810       0.030146224   17.70165
  2       1.100000000       1.145636451       0.070580615   16.23160
  3      -0.100000000      -0.219526098       0.067841340   -3.23588

SE of equation          =      0.013670962
Sum of squared residuals =  0.358838790E-01   0.108892763    
Sum of ABS residuals     =   1.05342353    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97353

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.434189611316E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.355617961734E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.21191802023E-04 -0.44787456380E-03 -0.46456306630E-03

X VALUES

  0.58875279758E+00  0.13234245724E+01 -0.35018647117E+00

MEAN OF DEPENDENT VARIABLE   749999.269984722

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.588752798       0.027396296   21.49023
  2       1.100000000       1.323424572       0.067191997   19.69616
  3      -0.100000000      -0.350186471       0.065009368   -5.38671

SE of equation          =      0.013203126
Sum of squared residuals =  0.355617962E-01  -0.108535903E-01
Sum of ABS residuals     =   1.16239320    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97668

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.636467993828E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.636330945968E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.20247290927E-05 -0.42020436098E-04 -0.45532414841E-04

X VALUES

  0.56020698335E+00  0.13174976142E+01 -0.35562025534E+00

MEAN OF DEPENDENT VARIABLE   749999.279098464

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.560206983       0.735402207    0.76177
  2       1.100000000       1.317497614       2.817824976    0.46756
  3      -0.100000000      -0.355620255       2.656062008   -0.13389

SE of equation          =      0.558504194
Sum of squared residuals =   63.6330946        8.60169304    
Sum of ABS residuals     =   10.0684389    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97147

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.528629566456E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.526653807743E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.16633137223E-06 -0.12272611160E-05 -0.11832864824E-05

X VALUES

  0.51785540499E+00  0.89190893454E+00 -0.16787249823E-01

MEAN OF DEPENDENT VARIABLE   749999.226516450

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.517855405       0.299908516    1.72671
  2       1.100000000       0.891908935       0.361414698    2.46783
  3      -0.100000000      -0.016787250       0.348354684   -0.04819

SE of equation          =      0.160674712
Sum of squared residuals =   5.26653808        3.19506939    
Sum of ABS residuals     =   6.20939960    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93073

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.711410056251E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.646522480565E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.25176368921E-05  0.26400903117E-05  0.29291341680E-05

X VALUES

  0.91362156141E+00  0.95457140418E+00  0.26631834002E-01

MEAN OF DEPENDENT VARIABLE   749999.393739046

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.913621561       0.129214726    7.07057
  2       1.100000000       0.954571404       0.083405531   11.44494
  3      -0.100000000       0.026631834       0.082937067    0.32111

SE of equation          =      0.062787023
Sum of squared residuals =  0.646522481        1.37164870    
Sum of ABS residuals     =   4.68886868    
R squared                =    1.00000
Durbin-Watson statistic  =    1.85498

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.458262213297E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     110 IER= 4 F=  0.387414291320E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.79514560960E-07 -0.43358731782E-09  0.44148901406E-08

X VALUES

  0.65062168278E+00  0.10101378910E+01 -0.40172716503E+00

MEAN OF DEPENDENT VARIABLE   749999.299118594

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.650621683       0.038445441   16.92325
  2       1.100000000       1.010137891       0.100370316   10.06411
  3      -0.100000000      -0.401727165       0.098798857   -4.06611

SE of equation          =      0.043578546
Sum of squared residuals =  0.387414291        1.37566391    
Sum of ABS residuals     =   4.13607797    
R squared                =    1.00000
Durbin-Watson statistic  =    1.75210

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.665875009376E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     113 IER= 4 F=  0.459543173807E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.41389374260E-06  0.31266456772E-06  0.52932829916E-06

X VALUES

  0.12793635789E+01  0.77078709037E+00 -0.29125007035E-01

MEAN OF DEPENDENT VARIABLE   749999.302955354

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.279363579       0.105744746   12.09860
  2       1.100000000       0.770787090       0.087348446    8.82428
  3      -0.100000000      -0.029125007       0.087617417   -0.33241

SE of equation          =      0.052934795
Sum of squared residuals =  0.459543174       0.985096252    
Sum of ABS residuals     =   4.13269694    
R squared                =    1.00000
Durbin-Watson statistic  =    1.84816

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.443609291678E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.358797468905E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.27493883189E-06 -0.35552023413E-05 -0.61673345861E-06

X VALUES

 -0.53451128374E-01  0.75107753349E+00  0.13952875426E+00

MEAN OF DEPENDENT VARIABLE   749999.264066109

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000      -0.053451128       0.123086103   -0.43426
  2       1.100000000       0.751077533       0.092037440    8.16057
  3      -0.100000000       0.139528754       0.096975267    1.43881

SE of equation          =      0.047958146
Sum of squared residuals =  0.358797469        1.17099781    
Sum of ABS residuals     =   3.33632769    
R squared                =    1.00000
Durbin-Watson statistic  =    1.85799

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.478041060987E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.415105535326E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.60180270671E-05  0.24159982479E-04  0.22413069035E-04

X VALUES

  0.49328754740E+00  0.86799343503E+00 -0.32092482817E+00

MEAN OF DEPENDENT VARIABLE   749999.277278819

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.493287547       0.046731173   10.55586
  2       1.100000000       0.867993435       0.101851981    8.52211
  3      -0.100000000      -0.320924828       0.098067508   -3.27249

SE of equation          =      0.045109102
Sum of squared residuals =  0.415105535        1.43726280    
Sum of ABS residuals     =   4.16016181    
R squared                =    1.00000
Durbin-Watson statistic  =    1.74321

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.662845822377E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      41 IER= 3 F=  0.638771497177E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.84760336819E-12 -0.27320749784E-12

X VALUES

  0.11461081716E+01 -0.25397889732E+00

MEAN OF DEPENDENT VARIABLE   749999.273850239

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.146108172       0.126493550    9.06061
  2      -0.100000000      -0.253978897       0.122973040   -2.06532

SE of equation          =      0.023466254
Sum of squared residuals =  0.638771497E-01   0.759980822    
Sum of ABS residuals     =   1.19822668    
R squared                =    1.00000
Durbin-Watson statistic  =    1.34809

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.280251503903E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.256307347381E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.14313753231E-11  0.30225072452E-11

X VALUES

  0.77563376057E+00  0.91829641300E-01

MEAN OF DEPENDENT VARIABLE   749999.259874276

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.775633761       0.094461392    8.21112
  2      -0.100000000       0.091829641       0.089490490    1.02614

SE of equation          =      0.035445854
Sum of squared residuals =  0.256307347        1.53011950    
Sum of ABS residuals     =   3.29436336    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69029

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4559230E-01 0.5234225E-01  1.478480      1.083667    
  1954.2 0.5179754E-01 0.5783462E-01  1.441384     0.8143333    
  1954.3 0.5411829E-01 0.5970489E-01  1.553780     0.8696667    
  1954.4 0.5367098E-01 0.5361334E-01  1.737216      1.036333    
  1955.1 0.5613808E-01 0.4710636E-01  1.320087      1.256333    
  1955.2 0.5806997E-01 0.4380454E-01  1.095597      1.614333    
  1955.3 0.5794690E-01 0.4109694E-01 0.5178134      1.861333    
  1955.4 0.5368203E-01 0.4208878E-01 0.8719941      2.349333    
  1956.1 0.5541120E-01 0.4031458E-01  1.056519      2.379333    
  1956.2 0.4906108E-01 0.4190614E-01  1.955801      2.596667    
  1956.3 0.4272664E-01 0.4128671E-01  3.612413      2.596667    
  1956.4 0.3441556E-01 0.4100540E-01  4.648306      3.063667    
  1957.1 0.2995353E-01 0.3946671E-01  4.418331      3.171667    
  1957.2 0.2831762E-01 0.4062513E-01  4.674332      3.157000    
  1957.3 0.3330271E-01 0.4207225E-01  4.917751      3.382333    
  1957.4 0.3567841E-01 0.4923487E-01  5.033392      3.343333    
  1958.1 0.3617926E-01 0.6275076E-01  5.463222      1.838000    
  1958.2 0.3335963E-01 0.7359928E-01  5.850421      1.017667    
  1958.3 0.2957200E-01 0.7309055E-01  6.088420      1.710667    
  1958.4 0.2703513E-01 0.6352766E-01  6.483276      2.787667    
  1959.1 0.2512810E-01 0.5798631E-01  6.257759      2.800333    
  1959.2 0.2049277E-01 0.5104500E-01  6.930020      3.019333    
  1959.3 0.3450557E-01 0.5287044E-01  6.499677      3.533000    
  1959.4 0.4786058E-01 0.5592834E-01  3.054069      4.299333    
  1960.1 0.5745266E-01 0.5159512E-01  1.501220      3.943000    
  1960.2 0.6543193E-01 0.5225835E-01  1.068022      3.092333    
  1960.3 0.7114750E-01 0.5549938E-01 0.7603760      2.390333    
  1960.4 0.7048405E-01 0.6251647E-01 0.8258337      2.360667    
  1961.1 0.7179893E-01 0.6773354E-01  1.145473      2.376667    
  1961.2 0.7441052E-01 0.6971717E-01  1.221062      2.324667    
  1961.3 0.7238048E-01 0.6749309E-01  2.401323      2.324667    
  1961.4 0.6751643E-01 0.6171891E-01  1.672143      2.475000    
  1962.1 0.6487675E-01 0.5614436E-01  1.832422      2.739000    
  1962.2 0.6035237E-01 0.5482584E-01  2.394386      2.716000    
  1962.3 0.5802082E-01 0.5539051E-01  2.368610      2.858000    
  1962.4 0.6188955E-01 0.5505923E-01  1.952931      2.803333    
  1963.1 0.6846504E-01 0.5779253E-01 0.2111632      2.909000    
  1963.2 0.7387424E-01 0.5680856E-01  0.000000      2.941333    
  1963.3 0.7718954E-01 0.5493742E-01  0.000000      3.280667    
  1963.4 0.8101623E-01 0.5572673E-01  0.000000      3.499333    
  1964.1 0.7722390E-01 0.5457706E-01 0.7234890      3.538000    
  1964.2 0.7412882E-01 0.5220257E-01  1.880009      3.481333    
  1964.3 0.7537392E-01 0.4989598E-01  2.810478      3.504000    
  1964.4 0.7326341E-01 0.4953597E-01  2.224677      3.685000    
  1965.1 0.8169469E-01 0.4871666E-01  1.511536      3.899667    
  1965.2 0.8223729E-01 0.4655354E-01  1.521829      3.879000    
  1965.3 0.7147258E-01 0.4351989E-01  2.616178      3.859667    
  1965.4 0.6446836E-01 0.4102298E-01  2.768846      4.158667    
  1966.1 0.5898741E-01 0.3848268E-01  3.248475      4.630667    
  1966.2 0.5387584E-01 0.3807639E-01  3.235430      4.597333    
  1966.3 0.5403977E-01 0.3750700E-01  2.987542      5.047667    
  1966.4 0.5519452E-01 0.3683286E-01  2.159765      5.246000    
  1967.1 0.5422369E-01 0.3809930E-01  2.395871      4.533667    
  1967.2 0.6022439E-01 0.3806934E-01 0.7460002      3.657333    
  1967.3 0.5611382E-01 0.3784696E-01 0.9893183E-01  4.344667    
  1967.4 0.4581121E-01 0.3915978E-01  2.910114      4.787333    
  1968.1 0.3399947E-01 0.3728355E-01  5.049145      5.064667    
  1968.2 0.2373717E-01 0.3537721E-01  5.469888      5.510000    
  1968.3 0.1880781E-01 0.3510557E-01  6.504062      5.226333    
  1968.4 0.1521467E-01 0.3392130E-01  8.660616      5.580667    
  1969.1 0.1345367E-01 0.3376971E-01  9.014965      6.137667    
  1969.2 0.1425648E-01 0.3424592E-01  8.493295      6.240000    
  1969.3 0.1498085E-01 0.3590757E-01  8.407533      7.046667    
  1969.4 0.2266621E-01 0.3581941E-01  8.330704      7.317667    
  1970.1 0.2454021E-01 0.4159508E-01  8.135913      7.262667    
  1970.2 0.2544761E-01 0.4746577E-01  8.274626      6.752333    
  1970.3 0.2927522E-01 0.5169088E-01  8.397529      6.374667    
  1970.4 0.3595956E-01 0.5802797E-01  7.976258      5.358333    
  1971.1 0.4230564E-01 0.5914467E-01  6.708707      3.863333    
  1971.2 0.4325759E-01 0.5907857E-01  6.987408      4.206000    
  1971.3 0.4427044E-01 0.5983336E-01  7.771940      5.050333    
  1971.4 0.5160893E-01 0.5954344E-01  5.440293      4.234333    
  1972.1 0.5406850E-01 0.5768041E-01  4.153502      3.435333    
  1972.2 0.5561325E-01 0.5658509E-01  4.918517      3.748333    
  1972.3 0.5882480E-01 0.5584112E-01  5.648871      4.241333    
  1972.4 0.6329461E-01 0.5304486E-01  5.477619      4.851333    
  1973.1 0.6384810E-01 0.4950510E-01  5.007589      5.639667    
  1973.2 0.6452976E-01 0.4889844E-01  5.020737      6.608333    
  1973.3 0.6689539E-01 0.4793204E-01  5.095983      8.388333    
  1973.4 0.6753021E-01 0.4769321E-01  5.336969      7.461667    
  1974.1 0.6256038E-01 0.5085049E-01  6.110795      7.600333    
  1974.2 0.6128499E-01 0.5161500E-01  6.441808      8.268000    
  1974.3 0.6090203E-01 0.5583721E-01  7.095987      8.286333    
  1974.4 0.6184161E-01 0.6556479E-01  7.617966      7.336000    
  1975.1 0.6124522E-01 0.8217515E-01  7.489841      5.873333    
  1975.2 0.5978751E-01 0.8828988E-01  7.560764      5.400667    
  1975.3 0.6028751E-01 0.8467753E-01  8.012041      6.336667    
  1975.4 0.6238907E-01 0.8259670E-01  7.829130      5.684333    
  1976.1 0.6549256E-01 0.7723461E-01  6.888547      4.953333    
  1976.2 0.7032172E-01 0.7526804E-01  6.475896      5.168667    
  1976.3 0.7980356E-01 0.7700112E-01  6.160812      5.168667    
  1976.4 0.8407356E-01 0.7733424E-01  5.897708      4.698000    
  1977.1 0.8442754E-01 0.7493048E-01  6.130131      4.624000    
  1977.2 0.8373247E-01 0.7104693E-01  6.380597      4.828667    
  1977.3 0.7932860E-01 0.6864221E-01  6.608893      5.472000    
  1977.4 0.7400446E-01 0.6612385E-01  6.949614      6.137000    
  1978.1 0.7167838E-01 0.6326666E-01  7.190453      6.408000    
  1978.2 0.6749076E-01 0.5999476E-01  7.191383      6.481000    
  1978.3 0.6432240E-01 0.6021465E-01  7.171064      7.315333    
  1978.4 0.5997073E-01 0.5883992E-01  7.481135      8.680333    
  1979.1 0.6492813E-01 0.5877879E-01  7.941068      9.357667    
  1979.2 0.6299724E-01 0.5714052E-01  8.361066      9.372333    
  1979.3 0.5323481E-01 0.5868435E-01  9.444024      9.631333    
  1979.4 0.5173477E-01 0.5940129E-01  12.10695      11.80367    
  1980.1 0.4875295E-01 0.6296949E-01  12.21357      13.45867    
  1980.2 0.4864057E-01 0.7323656E-01  11.06002      10.04933    
  1980.3 0.5276837E-01 0.7680771E-01  11.89540      9.235333    
  1980.4 0.5651164E-01 0.7398623E-01  14.36623      13.70967    
  1981.1 0.5939922E-01 0.7426606E-01  12.05683      14.36900    
  1981.2 0.6331725E-01 0.7398937E-01  13.33447      14.82900    
  1981.3 0.6864532E-01 0.7417361E-01  13.84325      15.08733    
  1981.4 0.7315187E-01 0.8241053E-01  13.79143      12.02267    
  1982.1 0.7684641E-01 0.8843563E-01  14.52502      12.89500    
  1982.2 0.8008228E-01 0.9425762E-01  6.890688      12.35900    
  1982.3 0.8445413E-01 0.9942961E-01  2.604905      9.705333    
  1982.4 0.8823113E-01 0.1067659      2.568054      7.935000    
  1983.1 0.8158362E-01 0.1039701      4.201634      8.081333    
  1983.2 0.7427597E-01 0.1010214      5.085570      8.420667    
  1983.3 0.6676302E-01 0.9360138E-01  5.179237      9.186667    
  1983.4 0.6025280E-01 0.8541760E-01  5.496487      8.793333    
  1984.1 0.5448040E-01 0.7871758E-01  6.217002      9.133333    
  1984.2 0.5437876E-01 0.7478733E-01  6.315686      9.843333    
  1984.3 0.5276973E-01 0.7451999E-01  5.856673      10.34333    
  1984.4 0.5303884E-01 0.7283015E-01  5.535185      8.973333    
  1985.1 0.5114465E-01 0.7279936E-01  6.484600      8.183333    
  1985.2 0.4827780E-01 0.7288834E-01  7.243148      7.523333    
  1985.3 0.4406585E-01 0.7210537E-01  7.544455      7.103333    
  1985.4 0.4053490E-01 0.7054201E-01  7.980209      7.146667    
  1986.1 0.3773216E-01 0.7015712E-01  8.332333      6.886667    
  1986.2 0.3461773E-01 0.7180384E-01  8.729014      6.130000    
  1986.3 0.2724254E-01 0.6991001E-01  10.53940      5.533333    
  1986.4 0.2319237E-01 0.6835172E-01  10.81874      5.340000    
  1987.1 0.2399766E-01 0.6620689E-01  10.32795      5.533333    
  1987.2 0.2573291E-01 0.6280795E-01  9.361299      5.733333    
  1987.3 0.3090522E-01 0.6014193E-01  9.705887      6.033333    
  1987.4 0.3278003E-01 0.5868976E-01  10.57050      6.003333    
  1988.1 0.3550922E-01 0.5727587E-01  10.83791      5.760000    
  1988.2 0.4029078E-01 0.5487146E-01  9.895075      6.230000    
  1988.3 0.4468201E-01 0.5492451E-01  8.887635      6.993333    
  1988.4 0.4720890E-01 0.5350265E-01  8.263522      7.703333    
  1989.1 0.4800284E-01 0.5215423E-01  7.700645      8.533333    
  1989.2 0.4574406E-01 0.5244464E-01  7.708844      8.440000    
  1989.3 0.4111007E-01 0.5277223E-01  7.847498      7.850000    
  1989.4 0.4002535E-01 0.5373561E-01  7.611764      7.633333    
  1990.1 0.3476106E-01 0.5300361E-01  7.605362      7.756667    
  1990.2 0.3154201E-01 0.5337414E-01  7.993842      7.766667    
  1990.3 0.3160546E-01 0.5687498E-01  8.562121      7.493333    
  1990.4 0.3539923E-01 0.6113686E-01  8.983217      7.023333    
  1991.1 0.3732238E-01 0.6574073E-01  8.680352      6.053333    
  1991.2 0.4155745E-01 0.6823443E-01  8.130477      5.593333    
  1991.3 0.4080573E-01 0.6853392E-01  8.645958      5.406667    
  1991.4 0.4461178E-01 0.7096660E-01  7.750493      4.583333    
  1992.1 0.4739998E-01 0.7379080E-01  7.257255      3.910000    
  1992.2 0.5056099E-01 0.7594573E-01  6.433959      3.723333    
  1992.3 0.5525817E-01 0.7626478E-01  5.429835      3.130000    
  1992.4 0.6011163E-01 0.7406133E-01  3.933769      3.076667    
  1993.1 0.6419624E-01 0.7149713E-01  3.532793      2.993333    
  1993.2 0.6579845E-01 0.7068857E-01  3.141727      2.983333    
  1993.3 0.6603256E-01 0.6799552E-01  3.124567      3.020000    
  1993.4 0.6366840E-01 0.6619143E-01  3.606309      3.080000    
  1994.1 0.6053591E-01 0.6555817E-01  4.019794      3.250000    
  1994.2 0.5531462E-01 0.6165512E-01  3.650496      4.036667    
  1994.3 0.5235367E-01 0.6001291E-01  3.234683      4.510000    
  1994.4 0.4983368E-01 0.5619378E-01  2.542446      5.283333    
  1995.1 0.4453338E-01 0.5477964E-01  3.594361      5.780000    
  1995.2 0.4151597E-01 0.5674622E-01  4.456493      5.623333    
  1995.3 0.3968685E-01 0.5658385E-01  4.587777      5.380000    
  1995.4 0.3954495E-01 0.5572015E-01  4.543653      5.270000    
  1996.1 0.4104180E-01 0.5545427E-01  4.547904      4.950000    
  1996.2 0.4460436E-01 0.5470120E-01  3.915151      5.040000    
  1996.3 0.4776288E-01 0.5259294E-01  3.281216      5.136667    
  1996.4 0.4669559E-01 0.5310254E-01  3.384074      4.970000    
  1997.1 0.4775890E-01 0.5223738E-01  3.568722      5.063333    
  1997.2 0.4635067E-01 0.4974959E-01  3.936323      5.073333    
  1997.3 0.4422357E-01 0.4858023E-01  4.722018      5.056667    
  1997.4 0.4421532E-01 0.4680572E-01  5.538129      5.086667    
  1998.1 0.4110175E-01 0.4637954E-01  5.848402      5.053333    
  1998.2 0.4694704E-01 0.4414228E-01  4.849374      4.976667    
  1998.3 0.5059061E-01 0.4528502E-01  3.575349      4.823333    
  1998.4 0.5497709E-01 0.4429607E-01  2.856420      4.253333    
  1999.1 0.5750697E-01 0.4284456E-01  3.268964      4.406667    
  1999.2 0.6007814E-01 0.4248440E-01  3.448296      4.453333    
  1999.3 0.6171545E-01 0.4243400E-01  2.710521      4.650000    
  1999.4 0.6046846E-01 0.4077788E-01  2.406148      5.043333    
  2000.1 0.5698440E-01 0.4048765E-01  2.964442      5.520000    
  2000.2 0.5692030E-01 0.3947782E-01  3.163768      5.713333    
  2000.3 0.5768384E-01 0.4030117E-01  2.839735      6.016667    
  2000.4 0.5958005E-01 0.3918419E-01  2.196564      6.016667    
  2001.1 0.5668177E-01 0.4230321E-01  2.304803      4.816667    
  2001.2 0.5190427E-01 0.4411448E-01  3.896789      3.660000    
  2001.3 0.4786345E-01 0.4819249E-01  5.340211      3.170000    
  2001.4 0.4638615E-01 0.5537421E-01  6.353855      1.906667    
  2002.1 0.4285172E-01 0.5705425E-01  6.463840      1.820000    
  2002.2 0.4351630E-01 0.5845793E-01  5.917234      1.716667    
  2002.3 0.4859479E-01 0.5732000E-01  5.522702      1.643333    
  2002.4 0.5213891E-01 0.5851777E-01  5.833468      1.333333    
  2003.1 0.5402689E-01 0.5873963E-01  5.407159      1.156667    
  2003.2 0.5728496E-01 0.6152488E-01  4.733991      1.043333    
  2003.3 0.6256929E-01 0.6107130E-01  4.015630     0.9300000    
  2003.4 0.6550502E-01 0.5820932E-01  3.349542     0.9166667    
  2004.1 0.6380513E-01 0.5687648E-01  3.723435     0.9166667    
  2004.2 0.5955235E-01 0.5595400E-01  4.259239      1.076667    
  2004.3 0.5151014E-01 0.5440757E-01  4.730552      1.486667    
  2004.4 0.4573357E-01 0.5396538E-01  5.224662      2.006667    
  2005.1 0.4183850E-01 0.5292068E-01  6.382747      2.536667    
  2005.2 0.3871347E-01 0.5115378E-01  7.183728      2.863333    
  2005.3 0.3420249E-01 0.4975337E-01  7.527241      3.360000    
  2005.4 0.3070134E-01 0.4964352E-01  7.667881      3.826667    
  2006.1 0.3110340E-01 0.4731667E-01  7.366070      4.393333    
  2006.2 0.3492513E-01 0.4666969E-01  7.087953      4.703333    
  2006.3 0.4052379E-01 0.4655398E-01  6.296873      4.906667    
  2006.4 0.4463566E-01 0.4466963E-01  5.556580      4.903333    
  2007.1 0.4720482E-01 0.4536088E-01  4.838088      4.983333    
  2007.2 0.5133501E-01 0.4507805E-01  4.682358      4.736667    
  2007.3 0.5862572E-01 0.4670151E-01  3.828203      4.303333    
  2007.4 0.6467881E-01 0.4813029E-01  2.853496      3.390000    
  2008.1 0.6544179E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.7143959E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.7487751E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.8027416E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8656198E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9539619E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9326397E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8573256E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8193329E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8295484E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.7819750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.6986776E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.6457912E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.6032068E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.6094357E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.6088386E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.6337844E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.6706186E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.7125750E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7719304E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.8143038E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.8590118E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.8994002E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9151453E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.9667384E-01 0.7353172E-01  0.000000     0.2222305    
  2014.2 0.9669016E-01 0.7371212E-01  0.000000     0.2267692    
  2014.3 0.9448999E-01 0.7344075E-01 0.7488221     0.2727381    
  2014.4 0.9231054E-01 0.7270034E-01 0.8801961     0.3896289    
  2015.1 0.9191315E-01 0.7163268E-01  1.343643     0.5446822    
  2015.2 0.9079094E-01 0.7041296E-01  1.648701     0.7056998    
  2015.3 0.9264949E-01 0.6919799E-01 0.8670819     0.8622789    
  2015.4 0.9781029E-01 0.6810526E-01  0.000000      1.011500    
  2016.1 0.1058570     0.6720077E-01  0.000000      1.148466    
  2016.2 0.1131993     0.6650839E-01  0.000000      1.268463    
  2016.3 0.1128854     0.6602361E-01 0.7948608      1.370028    
  2016.4 0.1097688     0.6572500E-01  0.000000      1.454232    
  2017.1 0.1033796     0.6557762E-01  0.000000      1.523254    
  2017.2 0.1007064     0.6554472E-01 0.5573063      1.579320    
  2017.3 0.9785276E-01 0.6559437E-01  1.630199      1.624370    
  2017.4 0.9264118E-01 0.6569973E-01  1.387027      1.660170    
  2018.1 0.9001681E-01 0.6583532E-01 0.6121478E-01  1.688692    
  2018.2 0.8834373E-01 0.6598118E-01  0.000000      1.711782    
  2018.3 0.8908273E-01 0.6612472E-01  0.000000      1.730742    
  2018.4 0.9297938E-01 0.6625905E-01  0.000000      1.746369    
  2019.1 0.9346700E-01 0.6637441E-01  0.000000      1.759767    
  2019.2 0.9606163E-01 0.6646188E-01  0.000000      1.772234    
  2019.3 0.9359577E-01 0.6651811E-01  0.000000      1.784603    
  2019.4 0.9209192E-01 0.6654506E-01  0.000000      1.797049    
  2020.1 0.9191051E-01 0.6654177E-01  0.000000      1.809908    
  2020.2 0.9132865E-01 0.6650849E-01  0.000000      1.823601    
  2020.3 0.8952531E-01 0.6644969E-01 0.2511244E-01  1.838160    
  2020.4 0.8695436E-01 0.6637212E-01 0.1967743      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.267182085316E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     139 IER= 4 F=  0.246086295890E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.78059141954E-08  0.29180578348E-08  0.35559850250E-08

X VALUES

  0.49813513425E+00  0.89546933957E+00  0.27855206555E-01

MEAN OF DEPENDENT VARIABLE   749999.227180915

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.498135134       0.020523630   24.27130
  2       1.100000000       0.895469340       0.072701508   12.31707
  3      -0.100000000       0.027855207       0.069723993    0.39951

SE of equation          =      0.010983193
Sum of squared residuals =  0.246086296E-01   0.133727565    
Sum of ABS residuals     =  0.762486901    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91397

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.195568873448E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     124 IER= 4 F=  0.118770133030E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.16586170078E-05 -0.37296225530E-06 -0.42287219887E-06

X VALUES

  0.65296372951E+00  0.10472453989E+01 -0.10385169517E+00

MEAN OF DEPENDENT VARIABLE   749999.236064701

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.652963730       0.017496019   37.32070
  2       1.100000000       1.047245399       0.069732937   15.01794
  3      -0.100000000      -0.103851695       0.065322228   -1.58984

SE of equation          =      0.007630246
Sum of squared residuals =  0.118770133E-01  -0.174455954    
Sum of ABS residuals     =  0.608848259    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98710

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.279949832671E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     106 IER= 4 F=  0.234851050424E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.11795692285E-07 -0.29412336559E-07 -0.30368662682E-07

X VALUES

  0.43815853627E+00  0.10534160794E+01 -0.14594708678E+00

MEAN OF DEPENDENT VARIABLE   749999.260627325

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.438158536       0.023344397   18.76932
  2       1.100000000       1.053416079       0.076396432   13.78881
  3      -0.100000000      -0.145947087       0.071231268   -2.04892

SE of equation          =      0.011059758
Sum of squared residuals =  0.234851050E-01   0.936668031E-01
Sum of ABS residuals     =  0.863518645    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99902

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.375534732748E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     107 IER= 4 F=  0.328825556720E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.51376884880E-05 -0.13949928621E-03 -0.14454162579E-03

X VALUES

  0.53727101077E+00  0.12854315189E+01 -0.30834434068E+00

MEAN OF DEPENDENT VARIABLE   749999.277940467

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.537271011       0.020423350   26.30670
  2       1.100000000       1.285431519       0.067821513   18.95315
  3      -0.100000000      -0.308344341       0.066130450   -4.66267

SE of equation          =      0.012696023
Sum of squared residuals =  0.328825557E-01   0.761425308E-01
Sum of ABS residuals     =   1.10422483    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99322

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.388311582370E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      98 IER= 3 F=  0.388219401863E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.91342781836E-07  0.70431826150E-06  0.61698017498E-06

X VALUES

  0.50523697396E+00  0.10330496896E+01 -0.78484673261E-01

MEAN OF DEPENDENT VARIABLE   749999.273034152

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.505236974       0.653903210    0.77265
  2       1.100000000       1.033049690       2.060755134    0.50130
  3      -0.100000000      -0.078484673       1.967245382   -0.03990

SE of equation          =      0.436238041
Sum of squared residuals =   38.8219402        6.77066364    
Sum of ABS residuals     =   8.31447358    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96944

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.341527789635E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 3 F=  0.335029781544E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.32764945546E-09  0.22506853643E-08 -0.40045805242E-08

X VALUES

  0.54215162265E+00  0.58305955862E+00 -0.12198484408E-01

MEAN OF DEPENDENT VARIABLE   749999.233216521

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.542151623       0.184859723    2.93277
  2       1.100000000       0.583059559       0.319801644    1.82319
  3      -0.100000000      -0.012198484       0.296812714   -0.04110

SE of equation          =      0.128152364
Sum of squared residuals =   3.35029782        2.26069126    
Sum of ABS residuals     =   5.11758665    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93974

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.898604314238E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      83 IER= 3 F=  0.855264322253E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.19137389876E-07 -0.61515402832E-07 -0.45233489815E-07

X VALUES

  0.78138105643E+00  0.10782890427E+01 -0.97588020822E-01

MEAN OF DEPENDENT VARIABLE   749999.403449461

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.781381056       0.107173966    7.29077
  2       1.100000000       1.078289043       0.087246040   12.35917
  3      -0.100000000      -0.097588021       0.088628080   -1.10110

SE of equation          =      0.072215139
Sum of squared residuals =  0.855264322        1.70779171    
Sum of ABS residuals     =   5.28042611    
R squared                =    1.00000
Durbin-Watson statistic  =    1.84789

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.341354821749E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     113 IER= 4 F=  0.298696868648E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.49996943763E-07  0.37615674679E-07  0.36597660784E-07

X VALUES

  0.62561563958E+00  0.87456349080E+00 -0.11087773669E+00

MEAN OF DEPENDENT VARIABLE   749999.286710943

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.625615640       0.050481972   12.39285
  2       1.100000000       0.874563491       0.096566674    9.05658
  3      -0.100000000      -0.110877737       0.095319810   -1.16322

SE of equation          =      0.038264871
Sum of squared residuals =  0.298696869        1.16605578    
Sum of ABS residuals     =   3.71602342    
R squared                =    1.00000
Durbin-Watson statistic  =    1.63453

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.527750800178E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 3 F=  0.441427219229E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.54229958282E-08 -0.17417219378E-07 -0.11498337517E-07

X VALUES

  0.97049904057E+00  0.94403145747E+00  0.12359051640E-01

MEAN OF DEPENDENT VARIABLE   749999.195716152

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.970499041       0.092081008   10.53962
  2       1.100000000       0.944031457       0.081477314   11.58643
  3      -0.100000000       0.012359052       0.081958170    0.15080

SE of equation          =      0.051880915
Sum of squared residuals =  0.441427219      -0.173154824    
Sum of ABS residuals     =   3.70037111    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91173

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.230989665731E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.190501777303E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.50255435302E-07 -0.26793803460E-06 -0.27325765218E-06

X VALUES

  0.37658722795E+00  0.10333222321E+01 -0.23766883617E+00

MEAN OF DEPENDENT VARIABLE   749999.241282137

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.376587228       0.095906403    3.92661
  2       1.100000000       1.033322232       0.066808955   15.46682
  3      -0.100000000      -0.237668836       0.067555564   -3.51812

SE of equation          =      0.034945175
Sum of squared residuals =  0.190501777       0.363952366    
Sum of ABS residuals     =   2.64189143    
R squared                =    1.00000
Durbin-Watson statistic  =    1.74805

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.450849288284E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     108 IER= 4 F=  0.315114942400E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.82512083198E-05  0.21124577542E-05 -0.15917610694E-06

X VALUES

  0.50466002260E+00  0.90798882032E+00 -0.54055375835E+00

MEAN OF DEPENDENT VARIABLE   749999.281839679

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.504660023       0.027261369   18.51191
  2       1.100000000       0.907988820       0.079437768   11.43019
  3      -0.100000000      -0.540553758       0.077316934   -6.99140

SE of equation          =      0.039302431
Sum of squared residuals =  0.315114942        1.46756217    
Sum of ABS residuals     =   3.86186046    
R squared                =    1.00000
Durbin-Watson statistic  =    1.58691

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.799423757345E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.760503319001E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.19210168599E-11  0.16719623936E-11

X VALUES

  0.10113863827E+01 -0.16600598029E+00

MEAN OF DEPENDENT VARIABLE   749999.250148142

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.011386383       0.134954908    7.49425
  2      -0.100000000      -0.166005980       0.131085197   -1.26640

SE of equation          =      0.025604810
Sum of squared residuals =  0.760503319E-01   0.507508205    
Sum of ABS residuals     =   1.31250316    
R squared                =    1.00000
Durbin-Watson statistic  =    1.63267

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.274259941192E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.260307929840E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.10931142003E-10  0.12345953859E-10

X VALUES

  0.11172165971E+01 -0.20233364177E+00

MEAN OF DEPENDENT VARIABLE   749999.219918078

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.117216597       0.088350512   12.64528
  2      -0.100000000      -0.202333642       0.085924433   -2.35479

SE of equation          =      0.035721412
Sum of squared residuals =  0.260307930       0.797918364    
Sum of ABS residuals     =   3.58169676    
R squared                =    1.00000
Durbin-Watson statistic  =    1.64658

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4874743E-01 0.5234225E-01  1.621760      1.083667    
  1954.2 0.5584172E-01 0.5783462E-01  1.200706     0.8143333    
  1954.3 0.5892887E-01 0.5970489E-01 0.1976861     0.8696667    
  1954.4 0.6588654E-01 0.5361334E-01  0.000000      1.036333    
  1955.1 0.6542179E-01 0.4710636E-01  1.082498      1.256333    
  1955.2 0.6300022E-01 0.4380454E-01  1.475740      1.614333    
  1955.3 0.5747057E-01 0.4109694E-01 0.8145526      1.861333    
  1955.4 0.5825936E-01 0.4208878E-01 0.7367542      2.349333    
  1956.1 0.5556370E-01 0.4031458E-01 0.8996433      2.379333    
  1956.2 0.4697527E-01 0.4190614E-01  2.217314      2.596667    
  1956.3 0.3961431E-01 0.4128671E-01  3.765248      2.596667    
  1956.4 0.4126134E-01 0.4100540E-01  1.680124      3.063667    
  1957.1 0.4431708E-01 0.3946671E-01 0.2767467      3.171667    
  1957.2 0.4972103E-01 0.4062513E-01 0.2503511      3.157000    
  1957.3 0.5402863E-01 0.4207225E-01 0.3723477      3.382333    
  1957.4 0.5844673E-01 0.4923487E-01  0.000000      3.343333    
  1958.1 0.6603145E-01 0.6275076E-01  0.000000      1.838000    
  1958.2 0.6620030E-01 0.7359928E-01 0.4474404      1.017667    
  1958.3 0.6506941E-01 0.7309055E-01  1.282745      1.710667    
  1958.4 0.6268438E-01 0.6352766E-01  1.605007      2.787667    
  1959.1 0.6497653E-01 0.5798631E-01  1.057496      2.800333    
  1959.2 0.6404752E-01 0.5104500E-01 0.9562521      3.019333    
  1959.3 0.7645441E-01 0.5287044E-01 0.9955838E-01  3.533000    
  1959.4 0.8306170E-01 0.5592834E-01  0.000000      4.299333    
  1960.1 0.8354694E-01 0.5159512E-01  0.000000      3.943000    
  1960.2 0.8158340E-01 0.5225835E-01 0.1037509      3.092333    
  1960.3 0.8210500E-01 0.5549938E-01  0.000000      2.390333    
  1960.4 0.7969509E-01 0.6251647E-01  0.000000      2.360667    
  1961.1 0.7961774E-01 0.6773354E-01  0.000000      2.376667    
  1961.2 0.7846753E-01 0.6971717E-01  0.000000      2.324667    
  1961.3 0.7435559E-01 0.6749309E-01 0.6195761E-01  2.324667    
  1961.4 0.6818260E-01 0.6171891E-01 0.1655784      2.475000    
  1962.1 0.6447682E-01 0.5614436E-01 0.8806095E-01  2.739000    
  1962.2 0.6586837E-01 0.5482584E-01 0.9469149E-01  2.716000    
  1962.3 0.6318179E-01 0.5539051E-01 0.1660744      2.858000    
  1962.4 0.6140330E-01 0.5505923E-01 0.2295291      2.803333    
  1963.1 0.6129800E-01 0.5779253E-01 0.6421922      2.909000    
  1963.2 0.6366698E-01 0.5680856E-01  1.236649      2.941333    
  1963.3 0.6189765E-01 0.5493742E-01  2.895069      3.280667    
  1963.4 0.6049255E-01 0.5572673E-01  1.967311      3.499333    
  1964.1 0.6535555E-01 0.5457706E-01 0.7722589      3.538000    
  1964.2 0.6575735E-01 0.5220257E-01  1.098177      3.481333    
  1964.3 0.6556518E-01 0.4989598E-01  2.430322      3.504000    
  1964.4 0.6522262E-01 0.4953597E-01  2.986858      3.685000    
  1965.1 0.7165744E-01 0.4871666E-01  2.669197      3.899667    
  1965.2 0.8377743E-01 0.4655354E-01  0.000000      3.879000    
  1965.3 0.8170630E-01 0.4351989E-01  0.000000      3.859667    
  1965.4 0.7271351E-01 0.4102298E-01  2.833253      4.158667    
  1966.1 0.6146281E-01 0.3848268E-01  4.902087      4.630667    
  1966.2 0.5476438E-01 0.3807639E-01  5.079478      4.597333    
  1966.3 0.4659546E-01 0.3750700E-01  6.129840      5.047667    
  1966.4 0.4129701E-01 0.3683286E-01  6.530662      5.246000    
  1967.1 0.3499258E-01 0.3809930E-01  7.346121      4.533667    
  1967.2 0.3400092E-01 0.3806934E-01  7.778756      3.657333    
  1967.3 0.3405213E-01 0.3784696E-01  7.750211      4.344667    
  1967.4 0.3204570E-01 0.3915978E-01  8.024785      4.787333    
  1968.1 0.3067145E-01 0.3728355E-01  8.135797      5.064667    
  1968.2 0.3047534E-01 0.3537721E-01  7.911669      5.510000    
  1968.3 0.3296445E-01 0.3510557E-01  7.419498      5.226333    
  1968.4 0.3752906E-01 0.3392130E-01  7.329563      5.580667    
  1969.1 0.3675688E-01 0.3376971E-01  8.110540      6.137667    
  1969.2 0.3823687E-01 0.3424592E-01  8.654621      6.240000    
  1969.3 0.4809688E-01 0.3590757E-01  8.574194      7.046667    
  1969.4 0.5442063E-01 0.3581941E-01  7.090545      7.317667    
  1970.1 0.6225717E-01 0.4159508E-01  5.954394      7.262667    
  1970.2 0.6649344E-01 0.4746577E-01  6.099335      6.752333    
  1970.3 0.6976381E-01 0.5169088E-01  6.349993      6.374667    
  1970.4 0.6729408E-01 0.5802797E-01  6.957280      5.358333    
  1971.1 0.7110541E-01 0.5914467E-01  6.287551      3.863333    
  1971.2 0.7345717E-01 0.5907857E-01  4.940735      4.206000    
  1971.3 0.7718224E-01 0.5983336E-01  3.953355      5.050333    
  1971.4 0.7954779E-01 0.5954344E-01  2.994091      4.234333    
  1972.1 0.7534254E-01 0.5768041E-01  3.685119      3.435333    
  1972.2 0.7525992E-01 0.5658509E-01  4.525158      3.748333    
  1972.3 0.7479938E-01 0.5584112E-01  5.121144      4.241333    
  1972.4 0.7346931E-01 0.5304486E-01  5.780375      4.851333    
  1973.1 0.7279637E-01 0.4950510E-01  6.693122      5.639667    
  1973.2 0.7337094E-01 0.4889844E-01  6.872566      6.608333    
  1973.3 0.7368424E-01 0.4793204E-01  6.737632      8.388333    
  1973.4 0.7382809E-01 0.4769321E-01  6.949885      7.461667    
  1974.1 0.7584383E-01 0.5085049E-01  6.933874      7.600333    
  1974.2 0.7705687E-01 0.5161500E-01  6.108683      8.268000    
  1974.3 0.7839687E-01 0.5583721E-01  5.920276      8.286333    
  1974.4 0.7825305E-01 0.6556479E-01  6.102877      7.336000    
  1975.1 0.8108961E-01 0.8217515E-01  6.116930      5.873333    
  1975.2 0.7906321E-01 0.8828988E-01  6.651519      5.400667    
  1975.3 0.7842177E-01 0.8467753E-01  7.316323      6.336667    
  1975.4 0.7577051E-01 0.8259670E-01  7.862094      5.684333    
  1976.1 0.7496709E-01 0.7723461E-01  7.316579      4.953333    
  1976.2 0.7835211E-01 0.7526804E-01  6.428084      5.168667    
  1976.3 0.8263703E-01 0.7700112E-01  5.716276      5.168667    
  1976.4 0.8418302E-01 0.7733424E-01  5.484832      4.698000    
  1977.1 0.8256337E-01 0.7493048E-01  5.201685      4.624000    
  1977.2 0.8034782E-01 0.7104693E-01  5.389626      4.828667    
  1977.3 0.7902936E-01 0.6864221E-01  5.295991      5.472000    
  1977.4 0.7675302E-01 0.6612385E-01  5.189216      6.137000    
  1978.1 0.8045337E-01 0.6326666E-01  5.148743      6.408000    
  1978.2 0.7426363E-01 0.5999476E-01  6.184258      6.481000    
  1978.3 0.6096929E-01 0.6021465E-01  7.681887      7.315333    
  1978.4 0.5273785E-01 0.5883992E-01  7.598845      8.680333    
  1979.1 0.4480941E-01 0.5877879E-01  7.938461      9.357667    
  1979.2 0.4022124E-01 0.5714052E-01  8.298523      9.372333    
  1979.3 0.4001199E-01 0.5868435E-01  9.199004      9.631333    
  1979.4 0.4224192E-01 0.5940129E-01  13.28319      11.80367    
  1980.1 0.4200280E-01 0.6296949E-01  12.11022      13.45867    
  1980.2 0.4518522E-01 0.7323656E-01  10.33088      10.04933    
  1980.3 0.5684693E-01 0.7680771E-01  9.322020      9.235333    
  1980.4 0.6629367E-01 0.7398623E-01  11.04337      13.70967    
  1981.1 0.7368617E-01 0.7426606E-01  10.71362      14.36900    
  1981.2 0.8026088E-01 0.7398937E-01  10.74655      14.82900    
  1981.3 0.8405641E-01 0.7417361E-01  9.656861      15.08733    
  1981.4 0.8500115E-01 0.8241053E-01  10.95720      12.02267    
  1982.1 0.8282207E-01 0.8843563E-01  13.98781      12.89500    
  1982.2 0.7824056E-01 0.9425762E-01  13.72428      12.35900    
  1982.3 0.7781335E-01 0.9942961E-01  10.74635      9.705333    
  1982.4 0.7481437E-01 0.1067659      9.420918      7.935000    
  1983.1 0.7112022E-01 0.1039701      9.436412      8.081333    
  1983.2 0.6811073E-01 0.1010214      9.910541      8.420667    
  1983.3 0.6983971E-01 0.9360138E-01  9.725369      9.186667    
  1983.4 0.7010541E-01 0.8541760E-01  9.359334      8.793333    
  1984.1 0.7361672E-01 0.7871758E-01  8.858245      9.133333    
  1984.2 0.7253913E-01 0.7478733E-01  8.341793      9.843333    
  1984.3 0.7031258E-01 0.7451999E-01  8.519118      10.34333    
  1984.4 0.6544718E-01 0.7283015E-01  9.013830      8.973333    
  1985.1 0.6149776E-01 0.7279936E-01  9.091646      8.183333    
  1985.2 0.5320494E-01 0.7288834E-01  9.767885      7.523333    
  1985.3 0.4343436E-01 0.7210537E-01  10.77386      7.103333    
  1985.4 0.4495122E-01 0.7054201E-01  8.690531      7.146667    
  1986.1 0.4969744E-01 0.7015712E-01  6.971724      6.886667    
  1986.2 0.5243252E-01 0.7180384E-01  6.656034      6.130000    
  1986.3 0.5246855E-01 0.6991001E-01  7.058577      5.533333    
  1986.4 0.5304932E-01 0.6835172E-01  6.589958      5.340000    
  1987.1 0.5362823E-01 0.6620689E-01  5.747227      5.533333    
  1987.2 0.5621904E-01 0.6280795E-01  5.223599      5.733333    
  1987.3 0.5591081E-01 0.6014193E-01  5.209115      6.033333    
  1987.4 0.5476413E-01 0.5868976E-01  4.912505      6.003333    
  1988.1 0.5585843E-01 0.5727587E-01  4.678688      5.760000    
  1988.2 0.5560643E-01 0.5487146E-01  4.305542      6.230000    
  1988.3 0.5443494E-01 0.5492451E-01  4.551722      6.993333    
  1988.4 0.4906112E-01 0.5350265E-01  5.062180      7.703333    
  1989.1 0.4555013E-01 0.5215423E-01  5.069210      8.533333    
  1989.2 0.4237800E-01 0.5244464E-01  5.178046      8.440000    
  1989.3 0.4316110E-01 0.5277223E-01  5.218817      7.850000    
  1989.4 0.4195655E-01 0.5373561E-01  5.442046      7.633333    
  1990.1 0.4062458E-01 0.5300361E-01  6.555818      7.756667    
  1990.2 0.3764042E-01 0.5337414E-01  7.114178      7.766667    
  1990.3 0.4017366E-01 0.5687498E-01  6.414173      7.493333    
  1990.4 0.4837817E-01 0.6113686E-01  5.322345      7.023333    
  1991.1 0.5900732E-01 0.6574073E-01  3.780926      6.053333    
  1991.2 0.6810622E-01 0.6823443E-01  2.877954      5.593333    
  1991.3 0.7496267E-01 0.6853392E-01  1.719035      5.406667    
  1991.4 0.7787223E-01 0.7096660E-01  1.025997      4.583333    
  1992.1 0.8105116E-01 0.7379080E-01  1.332740      3.910000    
  1992.2 0.8728690E-01 0.7594573E-01  0.000000      3.723333    
  1992.3 0.8053525E-01 0.7626478E-01  0.000000      3.130000    
  1992.4 0.6955916E-01 0.7406133E-01  2.526058      3.076667    
  1993.1 0.6105358E-01 0.7149713E-01  4.849775      2.993333    
  1993.2 0.5509063E-01 0.7068857E-01  4.780840      2.983333    
  1993.3 0.5210382E-01 0.6799552E-01  3.470046      3.020000    
  1993.4 0.5678111E-01 0.6619143E-01  3.201523      3.080000    
  1994.1 0.6259498E-01 0.6555817E-01  3.159332      3.250000    
  1994.2 0.6250654E-01 0.6165512E-01  3.332309      4.036667    
  1994.3 0.6064521E-01 0.6001291E-01  3.990993      4.510000    
  1994.4 0.5889859E-01 0.5619378E-01  4.169960      5.283333    
  1995.1 0.5763183E-01 0.5477964E-01  3.606360      5.780000    
  1995.2 0.5721190E-01 0.5674622E-01  3.178924      5.623333    
  1995.3 0.5848987E-01 0.5658385E-01  2.935562      5.380000    
  1995.4 0.6022169E-01 0.5572015E-01  2.826200      5.270000    
  1996.1 0.6080127E-01 0.5545427E-01  2.538891      4.950000    
  1996.2 0.6434316E-01 0.5470120E-01  2.375344      5.040000    
  1996.3 0.6458519E-01 0.5259294E-01  1.933785      5.136667    
  1996.4 0.6305708E-01 0.5310254E-01  1.601363      4.970000    
  1997.1 0.6203532E-01 0.5223738E-01  1.430303      5.063333    
  1997.2 0.6069157E-01 0.4974959E-01  1.771789      5.073333    
  1997.3 0.5678896E-01 0.4858023E-01  2.319603      5.056667    
  1997.4 0.5459328E-01 0.4680572E-01  2.329651      5.086667    
  1998.1 0.5164545E-01 0.4637954E-01  2.467339      5.053333    
  1998.2 0.4840870E-01 0.4414228E-01  2.983716      4.976667    
  1998.3 0.4396418E-01 0.4528502E-01  3.771056      4.823333    
  1998.4 0.4403714E-01 0.4429607E-01  3.945161      4.253333    
  1999.1 0.4048076E-01 0.4284456E-01  4.675676      4.406667    
  1999.2 0.3828423E-01 0.4248440E-01  5.188463      4.453333    
  1999.3 0.3857626E-01 0.4243400E-01  5.134448      4.650000    
  1999.4 0.3827131E-01 0.4077788E-01  5.171816      5.043333    
  2000.1 0.3602327E-01 0.4048765E-01  4.899956      5.520000    
  2000.2 0.3903224E-01 0.3947782E-01  3.621709      5.713333    
  2000.3 0.4670530E-01 0.4030117E-01  2.377826      6.016667    
  2000.4 0.5594594E-01 0.3918419E-01 0.7178276      6.016667    
  2001.1 0.5686937E-01 0.4230321E-01 0.8674779      4.816667    
  2001.2 0.5420035E-01 0.4411448E-01  2.243918      3.660000    
  2001.3 0.5548776E-01 0.4819249E-01  2.620752      3.170000    
  2001.4 0.5454592E-01 0.5537421E-01  2.064823      1.906667    
  2002.1 0.4869221E-01 0.5705425E-01  2.290988      1.820000    
  2002.2 0.4633133E-01 0.5845793E-01  2.876854      1.716667    
  2002.3 0.4305711E-01 0.5732000E-01  3.276893      1.643333    
  2002.4 0.4205615E-01 0.5851777E-01  3.503075      1.333333    
  2003.1 0.4378197E-01 0.5873963E-01  3.664963      1.156667    
  2003.2 0.4820947E-01 0.6152488E-01  2.848522      1.043333    
  2003.3 0.5115175E-01 0.6107130E-01  2.462236     0.9300000    
  2003.4 0.4928279E-01 0.5820932E-01  2.880074     0.9166667    
  2004.1 0.4941969E-01 0.5687648E-01  3.568776     0.9166667    
  2004.2 0.4852223E-01 0.5595400E-01  3.668704      1.076667    
  2004.3 0.4501523E-01 0.5440757E-01  3.605052      1.486667    
  2004.4 0.4414815E-01 0.5396538E-01  3.758616      2.006667    
  2005.1 0.4685433E-01 0.5292068E-01  3.272511      2.536667    
  2005.2 0.4853224E-01 0.5115378E-01  3.040677      2.863333    
  2005.3 0.5320174E-01 0.4975337E-01  3.010346      3.360000    
  2005.4 0.5583032E-01 0.4964352E-01  3.075321      3.826667    
  2006.1 0.5381126E-01 0.4731667E-01  3.206381      4.393333    
  2006.2 0.5850737E-01 0.4666969E-01  2.765038      4.703333    
  2006.3 0.6059766E-01 0.4655398E-01  1.963044      4.906667    
  2006.4 0.6261830E-01 0.4466963E-01  1.400385      4.903333    
  2007.1 0.6139538E-01 0.4536088E-01  2.853919      4.983333    
  2007.2 0.5870897E-01 0.4507805E-01  3.999913      4.736667    
  2007.3 0.5810027E-01 0.4670151E-01  3.362898      4.303333    
  2007.4 0.6167801E-01 0.4813029E-01  2.584463      3.390000    
  2008.1 0.6515572E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.6929332E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.7044369E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.7371374E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7695163E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8009686E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.8434043E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.8605723E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.8544401E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.8153957E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.8196700E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.8128014E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.7609955E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.7363401E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.7104933E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.7248430E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.7146877E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.7115632E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.7351939E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8019582E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9121393E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1005093     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1110791     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1155809     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1172927     0.7353172E-01 0.3620874     0.2222305    
  2014.2 0.1178703     0.7371212E-01  0.000000     0.2267692    
  2014.3 0.1149010     0.7344075E-01  0.000000     0.2727381    
  2014.4 0.1101422     0.7270034E-01 0.3072743     0.3896289    
  2015.1 0.1045654     0.7163268E-01 0.1112583     0.5446822    
  2015.2 0.9884852E-01 0.7041296E-01 0.9883610E-01 0.7056998    
  2015.3 0.9145314E-01 0.6919799E-01 0.5664851     0.8622789    
  2015.4 0.8784250E-01 0.6810526E-01 0.4112405      1.011500    
  2016.1 0.8803258E-01 0.6720077E-01 0.2009673      1.148466    
  2016.2 0.8276799E-01 0.6650839E-01  1.223443      1.268463    
  2016.3 0.7967515E-01 0.6602361E-01  2.148799      1.370028    
  2016.4 0.7618597E-01 0.6572500E-01  2.921278      1.454232    
  2017.1 0.7944631E-01 0.6557762E-01  1.947732      1.523254    
  2017.2 0.8291060E-01 0.6554472E-01 0.9767003      1.579320    
  2017.3 0.8577552E-01 0.6559437E-01 0.1512023      1.624370    
  2017.4 0.8475048E-01 0.6569973E-01 0.1186551      1.660170    
  2018.1 0.8643496E-01 0.6583532E-01 0.2466018      1.688692    
  2018.2 0.9031736E-01 0.6598118E-01  0.000000      1.711782    
  2018.3 0.8195708E-01 0.6612472E-01  0.000000      1.730742    
  2018.4 0.6991577E-01 0.6625905E-01  2.057744      1.746369    
  2019.1 0.6194071E-01 0.6637441E-01  3.080427      1.759767    
  2019.2 0.5707354E-01 0.6646188E-01  2.790383      1.772234    
  2019.3 0.5524344E-01 0.6651811E-01  2.845074      1.784603    
  2019.4 0.5349243E-01 0.6654506E-01  3.401822      1.797049    
  2020.1 0.5185482E-01 0.6654177E-01  4.302921      1.809908    
  2020.2 0.5435112E-01 0.6650849E-01  4.902279      1.823601    
  2020.3 0.6140249E-01 0.6644969E-01  5.045337      1.838160    
  2020.4 0.6419517E-01 0.6637212E-01  3.713937      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.375585444451E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     120 IER= 4 F=  0.343655229437E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.13883568442E-06  0.22484594293E-06  0.14803435182E-06

X VALUES

  0.43502206038E+00  0.11724918915E+01 -0.22722019997E+00

MEAN OF DEPENDENT VARIABLE   749999.215964146

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.435022060       0.028811593   15.09885
  2       1.100000000       1.172491891       0.072106157   16.26063
  3      -0.100000000      -0.227220200       0.071907736   -3.15989

SE of equation          =      0.012979154
Sum of squared residuals =  0.343655229E-01  -0.790625397E-01
Sum of ABS residuals     =  0.960198414    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99465

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.240076517678E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     120 IER= 4 F=  0.170865447014E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.15557424703E-05  0.10464086532E-05  0.10505267936E-05

X VALUES

  0.66093380697E+00  0.10770758715E+01 -0.12059234789E+00

MEAN OF DEPENDENT VARIABLE   749999.236802124

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.660933807       0.022544393   29.31699
  2       1.100000000       1.077075871       0.069215686   15.56115
  3      -0.100000000      -0.120592348       0.065779772   -1.83327

SE of equation          =      0.009151916
Sum of squared residuals =  0.170865447E-01  -0.170164423    
Sum of ABS residuals     =  0.685965040    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99640

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.675839663886E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      90 IER= 4 F=  0.622892852370E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.18589696118E-05 -0.12293029195E-05 -0.14436292598E-05

X VALUES

  0.48766175140E+00  0.10830618411E+01 -0.16437597689E+00

MEAN OF DEPENDENT VARIABLE   749999.253648949

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.487661751       0.029962658   16.27565
  2       1.100000000       1.083061841       0.078386985   13.81686
  3      -0.100000000      -0.164375977       0.076123428   -2.15933

SE of equation          =      0.018011756
Sum of squared residuals =  0.622892852E-01  -0.531613757E-02
Sum of ABS residuals     =   1.23730195    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99940

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.514082275415E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      91 IER= 4 F=  0.455728959584E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.70273815137E-06 -0.11108696925E-06  0.59013733532E-06

X VALUES

  0.50334815944E+00  0.12857425598E+01 -0.31037055573E+00

MEAN OF DEPENDENT VARIABLE   749999.268098843

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.503348159       0.020422694   24.64651
  2       1.100000000       1.285742560       0.066906618   19.21697
  3      -0.100000000      -0.310370556       0.065158372   -4.76333

SE of equation          =      0.014946456
Sum of squared residuals =  0.455728960E-01  -0.648832320E-01
Sum of ABS residuals     =   1.25162842    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93259

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.510876842914E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.510747538562E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.21583255697E-06 -0.12070875424E-04 -0.12868081785E-04

X VALUES

  0.54155071258E+00  0.13049762849E+01 -0.33386911348E+00

MEAN OF DEPENDENT VARIABLE   749999.264365537

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.541550713       0.464583272    1.16567
  2       1.100000000       1.304976285       2.190926209    0.59563
  3      -0.100000000      -0.333869113       2.107658793   -0.15841

SE of equation          =      0.500366306
Sum of squared residuals =   51.0747539        7.85313543    
Sum of ABS residuals     =   9.38180527    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96374

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.143970333904E+01

TERMINATION. ITERS=    7 FUNCTION EVALS=     113 IER= 4 F=  0.140240991038E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.15088126437E-06 -0.80226578989E-07  0.52948973826E-06

X VALUES

  0.65917491121E+00  0.89862425846E+00 -0.29857376289E-01

MEAN OF DEPENDENT VARIABLE   749999.241997793

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.659174911       0.140744235    4.68349
  2       1.100000000       0.898624258       0.179711975    5.00036
  3      -0.100000000      -0.029857376       0.175586041   -0.17004

SE of equation          =      0.082912957
Sum of squared residuals =   1.40240991        2.43448747    
Sum of ABS residuals     =   4.92050692    
R squared                =    1.00000
Durbin-Watson statistic  =    1.84716

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.771352843245E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.584988431923E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.87627202074E-06 -0.10473021358E-05 -0.66540037037E-05

X VALUES

  0.11943485638E+01  0.10793318829E+01 -0.84857918206E-01

MEAN OF DEPENDENT VARIABLE   749999.430819359

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.194348564       0.101248699   11.79619
  2       1.100000000       1.079331883       0.089047407   12.12087
  3      -0.100000000      -0.084857918       0.088921270   -0.95430

SE of equation          =      0.059724389
Sum of squared residuals =  0.584988432        1.31156619    
Sum of ABS residuals     =   4.73650651    
R squared                =    1.00000
Durbin-Watson statistic  =    1.82792

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.302181789178E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.264394360861E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.99291998904E-05  0.20585987662E-04  0.22490243805E-04

X VALUES

  0.55848714525E+00  0.90081967639E+00 -0.23532763569E+00

MEAN OF DEPENDENT VARIABLE   749999.282257969

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.558487145       0.039956357   13.97743
  2       1.100000000       0.900819676       0.097442699    9.24461
  3      -0.100000000      -0.235327636       0.095079873   -2.47505

SE of equation          =      0.036000705
Sum of squared residuals =  0.264394361        1.69419014    
Sum of ABS residuals     =   3.37555214    
R squared                =    1.00000
Durbin-Watson statistic  =    1.66753

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.107412486548E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 3 F=  0.758742626816E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.10198284632E-08  0.22933097884E-07  0.12140840017E-07

X VALUES

  0.10472688184E+01  0.50190503115E+00  0.92999892466E-01

MEAN OF DEPENDENT VARIABLE   749999.260457308

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       1.047268818       0.152769226    6.85523
  2       1.100000000       0.501905031       0.089184690    5.62770
  3      -0.100000000       0.092999892       0.090168851    1.03140

SE of equation          =      0.068018229
Sum of squared residuals =  0.758742627       0.907981143    
Sum of ABS residuals     =   4.34851839    
R squared                =    1.00000
Durbin-Watson statistic  =    2.00165

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.301359273077E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.256756559172E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.66187953504E-06  0.25125504782E-07  0.51699168738E-08

X VALUES

  0.28820055013E+00  0.75780875044E+00  0.18752765484E+00

MEAN OF DEPENDENT VARIABLE   749999.294034393

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.288200550       0.111921655    2.57502
  2       1.100000000       0.757808750       0.074024788   10.23723
  3      -0.100000000       0.187527655       0.074223846    2.52651

SE of equation          =      0.040569390
Sum of squared residuals =  0.256756559        1.22409031    
Sum of ABS residuals     =   2.81129722    
R squared                =    1.00000
Durbin-Watson statistic  =    1.89415

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.393586286408E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.354669266538E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.22771045087E-07 -0.31828771802E-05 -0.49352912427E-05

X VALUES

  0.58405925534E+00  0.91494997052E+00 -0.24829371478E+00

MEAN OF DEPENDENT VARIABLE   749999.279443248

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.584059255       0.049459700   11.80879
  2       1.100000000       0.914949971       0.099237961    9.21976
  3      -0.100000000      -0.248293715       0.098558704   -2.51925

SE of equation          =      0.041696221
Sum of squared residuals =  0.354669267        1.44385552    
Sum of ABS residuals     =   4.14479292    
R squared                =    1.00000
Durbin-Watson statistic  =    1.69777

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.510217183862E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      43 IER= 3 F=  0.491646321514E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.13879979711E-10  0.12083242041E-10

X VALUES

  0.10998262898E+01 -0.22683176277E+00

MEAN OF DEPENDENT VARIABLE   749999.260948423

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.099826290       0.190596823    5.77043
  2      -0.100000000      -0.226831763       0.182775141   -1.24104

SE of equation          =      0.020587206
Sum of squared residuals =  0.491646322E-01   0.596310412    
Sum of ABS residuals     =   1.03731244    
R squared                =    1.00000
Durbin-Watson statistic  =    1.36384

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.238544099572E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.226271853361E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.19435779960E-11 -0.60382831295E-11

X VALUES

  0.99964616654E+00 -0.91932011204E-01

MEAN OF DEPENDENT VARIABLE   749999.261630688

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.999646167       0.087914875   11.37061
  2      -0.100000000      -0.091932011       0.084721216   -1.08511

SE of equation          =      0.033304290
Sum of squared residuals =  0.226271853        1.56423563    
Sum of ABS residuals     =   3.00793086    
R squared                =    1.00000
Durbin-Watson statistic  =    1.61964

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5110035E-01 0.5234225E-01 0.5386790      1.083667    
  1954.2 0.5697191E-01 0.5783462E-01 0.1591403     0.8143333    
  1954.3 0.5806716E-01 0.5970489E-01 0.4916483     0.8696667    
  1954.4 0.5894107E-01 0.5361334E-01 0.3780005      1.036333    
  1955.1 0.6306086E-01 0.4710636E-01  0.000000      1.256333    
  1955.2 0.5820313E-01 0.4380454E-01 0.7264700      1.614333    
  1955.3 0.4989145E-01 0.4109694E-01  2.485988      1.861333    
  1955.4 0.4043557E-01 0.4208878E-01  3.732801      2.349333    
  1956.1 0.3519774E-01 0.4031458E-01  3.899890      2.379333    
  1956.2 0.3032913E-01 0.4190614E-01  4.686010      2.596667    
  1956.3 0.2814314E-01 0.4128671E-01  5.938906      2.596667    
  1956.4 0.2805354E-01 0.4100540E-01  6.913408      3.063667    
  1957.1 0.2797348E-01 0.3946671E-01  7.001607      3.171667    
  1957.2 0.4101962E-01 0.4062513E-01  4.027695      3.157000    
  1957.3 0.4189744E-01 0.4207225E-01  2.548341      3.382333    
  1957.4 0.3750744E-01 0.4923487E-01  4.723333      3.343333    
  1958.1 0.2850830E-01 0.6275076E-01  7.205525      1.838000    
  1958.2 0.2341722E-01 0.7359928E-01  7.844296      1.017667    
  1958.3 0.2011375E-01 0.7309055E-01  7.589998      1.710667    
  1958.4 0.1802368E-01 0.6352766E-01  7.624700      2.787667    
  1959.1 0.2306663E-01 0.5798631E-01  7.239430      2.800333    
  1959.2 0.2579266E-01 0.5104500E-01  7.010344      3.019333    
  1959.3 0.4308761E-01 0.5287044E-01  5.630074      3.533000    
  1959.4 0.5300990E-01 0.5592834E-01  4.138209      4.299333    
  1960.1 0.6073722E-01 0.5159512E-01  4.001163      3.943000    
  1960.2 0.5980923E-01 0.5225835E-01  4.373913      3.092333    
  1960.3 0.5887895E-01 0.5549938E-01  4.216177      2.390333    
  1960.4 0.6182805E-01 0.6251647E-01  3.774886      2.360667    
  1961.1 0.6490968E-01 0.6773354E-01  3.446199      2.376667    
  1961.2 0.6479315E-01 0.6971717E-01  3.223492      2.324667    
  1961.3 0.5993662E-01 0.6749309E-01  3.412331      2.324667    
  1961.4 0.5202874E-01 0.6171891E-01  4.322179      2.475000    
  1962.1 0.4274666E-01 0.5614436E-01  4.833953      2.739000    
  1962.2 0.3596923E-01 0.5482584E-01  5.590314      2.716000    
  1962.3 0.3154888E-01 0.5539051E-01  6.581886      2.858000    
  1962.4 0.3038027E-01 0.5505923E-01  7.543535      2.803333    
  1963.1 0.3136214E-01 0.5779253E-01  7.395124      2.909000    
  1963.2 0.3244473E-01 0.5680856E-01  7.536657      2.941333    
  1963.3 0.3371528E-01 0.5493742E-01  7.824066      3.280667    
  1963.4 0.3205216E-01 0.5572673E-01  8.545044      3.499333    
  1964.1 0.4121262E-01 0.5457706E-01  7.489793      3.538000    
  1964.2 0.5185578E-01 0.5220257E-01  5.507379      3.481333    
  1964.3 0.5899458E-01 0.4989598E-01  4.193591      3.504000    
  1964.4 0.6562825E-01 0.4953597E-01  3.306441      3.685000    
  1965.1 0.7079629E-01 0.4871666E-01  2.595535      3.899667    
  1965.2 0.7166754E-01 0.4655354E-01  2.288934      3.879000    
  1965.3 0.6937935E-01 0.4351989E-01  2.536984      3.859667    
  1965.4 0.6755488E-01 0.4102298E-01  2.894428      4.158667    
  1966.1 0.6331266E-01 0.3848268E-01  3.570086      4.630667    
  1966.2 0.5589285E-01 0.3807639E-01  4.183921      4.597333    
  1966.3 0.5192023E-01 0.3750700E-01  4.753107      5.047667    
  1966.4 0.4459574E-01 0.3683286E-01  4.264648      5.246000    
  1967.1 0.3750492E-01 0.3809930E-01  5.212463      4.533667    
  1967.2 0.3291220E-01 0.3806934E-01  6.446820      3.657333    
  1967.3 0.2793007E-01 0.3784696E-01  7.170210      4.344667    
  1967.4 0.2093159E-01 0.3915978E-01  8.019464      4.787333    
  1968.1 0.1806437E-01 0.3728355E-01  8.157211      5.064667    
  1968.2 0.1230492E-01 0.3537721E-01  8.918491      5.510000    
  1968.3 0.1065091E-01 0.3510557E-01  9.801718      5.226333    
  1968.4 0.1974408E-01 0.3392130E-01  7.454410      5.580667    
  1969.1 0.2714616E-01 0.3376971E-01  6.387287      6.137667    
  1969.2 0.3842835E-01 0.3424592E-01  5.464558      6.240000    
  1969.3 0.4819726E-01 0.3590757E-01  4.649485      7.046667    
  1969.4 0.5276043E-01 0.3581941E-01  4.534761      7.317667    
  1970.1 0.5941131E-01 0.4159508E-01  4.480464      7.262667    
  1970.2 0.6305303E-01 0.4746577E-01  3.634311      6.752333    
  1970.3 0.6675974E-01 0.5169088E-01  2.956840      6.374667    
  1970.4 0.6807910E-01 0.5802797E-01  2.104024      5.358333    
  1971.1 0.6811317E-01 0.5914467E-01  1.841004      3.863333    
  1971.2 0.6388114E-01 0.5907857E-01  2.639242      4.206000    
  1971.3 0.5702846E-01 0.5983336E-01  3.600736      5.050333    
  1971.4 0.5238877E-01 0.5954344E-01  3.956721      4.234333    
  1972.1 0.4674294E-01 0.5768041E-01  5.018068      3.435333    
  1972.2 0.4289319E-01 0.5658509E-01  6.763466      3.748333    
  1972.3 0.4559987E-01 0.5584112E-01  7.989564      4.241333    
  1972.4 0.4423203E-01 0.5304486E-01  7.434639      4.851333    
  1973.1 0.4321447E-01 0.4950510E-01  6.543608      5.639667    
  1973.2 0.4501988E-01 0.4889844E-01  6.828812      6.608333    
  1973.3 0.4589243E-01 0.4793204E-01  7.311043      8.388333    
  1973.4 0.4687911E-01 0.4769321E-01  7.299283      7.461667    
  1974.1 0.4585104E-01 0.5085049E-01  7.717624      7.600333    
  1974.2 0.4758630E-01 0.5161500E-01  7.788910      8.268000    
  1974.3 0.5029039E-01 0.5583721E-01  8.165892      8.286333    
  1974.4 0.5429071E-01 0.6556479E-01  8.409196      7.336000    
  1975.1 0.5891935E-01 0.8217515E-01  8.097101      5.873333    
  1975.2 0.6344222E-01 0.8828988E-01  7.141299      5.400667    
  1975.3 0.6636828E-01 0.8467753E-01  7.176423      6.336667    
  1975.4 0.6474401E-01 0.8259670E-01  7.587964      5.684333    
  1976.1 0.5838322E-01 0.7723461E-01  8.343892      4.953333    
  1976.2 0.5751567E-01 0.7526804E-01  8.556068      5.168667    
  1976.3 0.5779192E-01 0.7700112E-01  8.784754      5.168667    
  1976.4 0.5857715E-01 0.7733424E-01  9.044812      4.698000    
  1977.1 0.5941110E-01 0.7493048E-01  9.744498      4.624000    
  1977.2 0.6012072E-01 0.7104693E-01  10.04093      4.828667    
  1977.3 0.5689759E-01 0.6864221E-01  10.01434      5.472000    
  1977.4 0.5227577E-01 0.6612385E-01  10.31200      6.137000    
  1978.1 0.5055719E-01 0.6326666E-01  10.77554      6.408000    
  1978.2 0.4891709E-01 0.5999476E-01  11.13716      6.481000    
  1978.3 0.4336846E-01 0.6021465E-01  12.20059      7.315333    
  1978.4 0.4125996E-01 0.5883992E-01  11.83173      8.680333    
  1979.1 0.4658037E-01 0.5877879E-01  11.21100      9.357667    
  1979.2 0.4772403E-01 0.5714052E-01  11.13239      9.372333    
  1979.3 0.4764266E-01 0.5868435E-01  12.06524      9.631333    
  1979.4 0.4881290E-01 0.5940129E-01  15.13442      11.80367    
  1980.1 0.5174191E-01 0.6296949E-01  13.26568      13.45867    
  1980.2 0.5177880E-01 0.7323656E-01  10.52630      10.04933    
  1980.3 0.5801230E-01 0.7680771E-01  11.32915      9.235333    
  1980.4 0.5805430E-01 0.7398623E-01  13.69772      13.70967    
  1981.1 0.6195720E-01 0.7426606E-01  14.92248      14.36900    
  1981.2 0.6827402E-01 0.7398937E-01  16.63387      14.82900    
  1981.3 0.7544181E-01 0.7417361E-01  15.50202      15.08733    
  1981.4 0.8211562E-01 0.8241053E-01  14.50732      12.02267    
  1982.1 0.8592217E-01 0.8843563E-01  16.19323      12.89500    
  1982.2 0.9118652E-01 0.9425762E-01  15.39295      12.35900    
  1982.3 0.9251600E-01 0.9942961E-01  13.32107      9.705333    
  1982.4 0.9127197E-01 0.1067659      11.92109      7.935000    
  1983.1 0.8835671E-01 0.1039701      11.90316      8.081333    
  1983.2 0.8066394E-01 0.1010214      12.44779      8.420667    
  1983.3 0.7515133E-01 0.9360138E-01  12.71656      9.186667    
  1983.4 0.6756990E-01 0.8541760E-01  11.50219      8.793333    
  1984.1 0.6681353E-01 0.7871758E-01  10.72259      9.133333    
  1984.2 0.6344635E-01 0.7478733E-01  10.85582      9.843333    
  1984.3 0.5844140E-01 0.7451999E-01  11.21938      10.34333    
  1984.4 0.5653903E-01 0.7283015E-01  10.62100      8.973333    
  1985.1 0.5216589E-01 0.7279936E-01  11.31790      8.183333    
  1985.2 0.4878870E-01 0.7288834E-01  12.13676      7.523333    
  1985.3 0.4236657E-01 0.7210537E-01  12.52532      7.103333    
  1985.4 0.3624386E-01 0.7054201E-01  12.83436      7.146667    
  1986.1 0.3662842E-01 0.7015712E-01  12.77374      6.886667    
  1986.2 0.4130592E-01 0.7180384E-01  10.36156      6.130000    
  1986.3 0.3345657E-01 0.6991001E-01  9.854820      5.533333    
  1986.4 0.2352114E-01 0.6835172E-01  12.51104      5.340000    
  1987.1 0.1924103E-01 0.6620689E-01  13.49358      5.533333    
  1987.2 0.1483261E-01 0.6280795E-01  13.23519      5.733333    
  1987.3 0.1482142E-01 0.6014193E-01  13.13132      6.033333    
  1987.4 0.2313056E-01 0.5868976E-01  10.24267      6.003333    
  1988.1 0.3174385E-01 0.5727587E-01  8.447574      5.760000    
  1988.2 0.3839850E-01 0.5487146E-01  8.252761      6.230000    
  1988.3 0.4375142E-01 0.5492451E-01  8.123411      6.993333    
  1988.4 0.4763761E-01 0.5350265E-01  6.872975      7.703333    
  1989.1 0.5184302E-01 0.5215423E-01  6.226373      8.533333    
  1989.2 0.5222327E-01 0.5244464E-01  6.825074      8.440000    
  1989.3 0.5198384E-01 0.5277223E-01  7.235629      7.850000    
  1989.4 0.4550898E-01 0.5373561E-01  8.033089      7.633333    
  1990.1 0.4233860E-01 0.5300361E-01  8.196128      7.756667    
  1990.2 0.4764909E-01 0.5337414E-01  6.981891      7.766667    
  1990.3 0.5399897E-01 0.5687498E-01  5.335022      7.493333    
  1990.4 0.6166989E-01 0.6113686E-01  4.332981      7.023333    
  1991.1 0.6396827E-01 0.6574073E-01  4.779988      6.053333    
  1991.2 0.6583766E-01 0.6823443E-01  5.637261      5.593333    
  1991.3 0.7125684E-01 0.6853392E-01  5.817328      5.406667    
  1991.4 0.7216809E-01 0.7096660E-01  4.288935      4.583333    
  1992.1 0.7165547E-01 0.7379080E-01  3.686990      3.910000    
  1992.2 0.6831984E-01 0.7594573E-01  3.837325      3.723333    
  1992.3 0.6656150E-01 0.7626478E-01  4.859537      3.130000    
  1992.4 0.6328086E-01 0.7406133E-01  6.346343      3.076667    
  1993.1 0.6118407E-01 0.7149713E-01  7.073603      2.993333    
  1993.2 0.6000356E-01 0.7068857E-01  6.261808      2.983333    
  1993.3 0.6036038E-01 0.6799552E-01  4.696643      3.020000    
  1993.4 0.6695724E-01 0.6619143E-01  4.143820      3.080000    
  1994.1 0.7550213E-01 0.6555817E-01  3.786457      3.250000    
  1994.2 0.7425425E-01 0.6165512E-01  3.835884      4.036667    
  1994.3 0.6515566E-01 0.6001291E-01  4.300509      4.510000    
  1994.4 0.6192628E-01 0.5619378E-01  3.465476      5.283333    
  1995.1 0.5637721E-01 0.5477964E-01  3.789972      5.780000    
  1995.2 0.5527482E-01 0.5674622E-01  4.661497      5.623333    
  1995.3 0.5985484E-01 0.5658385E-01  5.079104      5.380000    
  1995.4 0.6181510E-01 0.5572015E-01  3.637308      5.270000    
  1996.1 0.6226650E-01 0.5545427E-01  2.187261      4.950000    
  1996.2 0.6573752E-01 0.5470120E-01  1.908046      5.040000    
  1996.3 0.7218244E-01 0.5259294E-01  1.181860      5.136667    
  1996.4 0.7636410E-01 0.5310254E-01 0.1873476      4.970000    
  1997.1 0.7674150E-01 0.5223738E-01 0.3325638      5.063333    
  1997.2 0.7414767E-01 0.4974959E-01 0.8002820      5.073333    
  1997.3 0.6995480E-01 0.4858023E-01  1.351066      5.056667    
  1997.4 0.6448332E-01 0.4680572E-01  1.613147      5.086667    
  1998.1 0.5857233E-01 0.4637954E-01  1.817694      5.053333    
  1998.2 0.5267243E-01 0.4414228E-01  2.395271      4.976667    
  1998.3 0.4560190E-01 0.4528502E-01  3.334902      4.823333    
  1998.4 0.4234642E-01 0.4429607E-01  3.818068      4.253333    
  1999.1 0.3861281E-01 0.4284456E-01  3.854719      4.406667    
  1999.2 0.3762368E-01 0.4248440E-01  3.084614      4.453333    
  1999.3 0.4027895E-01 0.4243400E-01  2.580828      4.650000    
  1999.4 0.4645213E-01 0.4077788E-01  1.384939      5.043333    
  2000.1 0.4380276E-01 0.4048765E-01  2.716087      5.520000    
  2000.2 0.4518851E-01 0.3947782E-01  3.374908      5.713333    
  2000.3 0.4966241E-01 0.4030117E-01  1.989189      6.016667    
  2000.4 0.5851045E-01 0.3918419E-01 0.9856619      6.016667    
  2001.1 0.5753675E-01 0.4230321E-01  1.188364      4.816667    
  2001.2 0.5783842E-01 0.4411448E-01  2.166154      3.660000    
  2001.3 0.6264142E-01 0.4819249E-01  1.840950      3.170000    
  2001.4 0.6746280E-01 0.5537421E-01 0.9186363      1.906667    
  2002.1 0.6891781E-01 0.5705425E-01  1.704667      1.820000    
  2002.2 0.7072873E-01 0.5845793E-01  2.443333      1.716667    
  2002.3 0.6806869E-01 0.5732000E-01  3.891181      1.643333    
  2002.4 0.6498159E-01 0.5851777E-01  3.104730      1.333333    
  2003.1 0.6080710E-01 0.5873963E-01  2.977498      1.156667    
  2003.2 0.6144854E-01 0.6152488E-01  3.181262      1.043333    
  2003.3 0.6266317E-01 0.6107130E-01  3.702520     0.9300000    
  2003.4 0.6361635E-01 0.5820932E-01  4.094411     0.9166667    
  2004.1 0.6886801E-01 0.5687648E-01  3.568389     0.9166667    
  2004.2 0.6833911E-01 0.5595400E-01  3.359166      1.076667    
  2004.3 0.6218794E-01 0.5440757E-01  4.369267      1.486667    
  2004.4 0.5956555E-01 0.5396538E-01  4.698714      2.006667    
  2005.1 0.6540768E-01 0.5292068E-01  3.666773      2.536667    
  2005.2 0.6781573E-01 0.5115378E-01  2.746250      2.863333    
  2005.3 0.6822113E-01 0.4975337E-01  2.475937      3.360000    
  2005.4 0.6975390E-01 0.4964352E-01  1.809649      3.826667    
  2006.1 0.6765678E-01 0.4731667E-01  2.281024      4.393333    
  2006.2 0.6731052E-01 0.4666969E-01  3.086518      4.703333    
  2006.3 0.6515300E-01 0.4655398E-01  3.553200      4.906667    
  2006.4 0.6187689E-01 0.4466963E-01  3.581042      4.903333    
  2007.1 0.5884821E-01 0.4536088E-01  3.489373      4.983333    
  2007.2 0.5606589E-01 0.4507805E-01  3.878772      4.736667    
  2007.3 0.5247328E-01 0.4670151E-01  4.282805      4.303333    
  2007.4 0.5327929E-01 0.4813029E-01  4.311877      3.390000    
  2008.1 0.5539641E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5986844E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6377046E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.7130598E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8063336E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9086198E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.1043072     0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.1120640     0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1183213     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1196094     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1206257     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1213765     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1191066     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1132446     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1111356     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1063128     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1008074     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9713628E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9241663E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9085118E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.8773403E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.8997942E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9119714E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.8942408E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8890048E-01 0.7353172E-01  0.000000     0.2222305    
  2014.2 0.9196663E-01 0.7371212E-01  0.000000     0.2267692    
  2014.3 0.9836442E-01 0.7344075E-01  0.000000     0.2727381    
  2014.4 0.1035664     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1056585     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1058587     0.7041296E-01  0.000000     0.7056998    
  2015.3 0.1035997     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.9909445E-01 0.6810526E-01 0.1512174      1.011500    
  2016.1 0.9401327E-01 0.6720077E-01  0.000000      1.148466    
  2016.2 0.8909921E-01 0.6650839E-01 0.1485307      1.268463    
  2016.3 0.8280023E-01 0.6602361E-01 0.6627255      1.370028    
  2016.4 0.8063923E-01 0.6572500E-01 0.4990336      1.454232    
  2017.1 0.7988160E-01 0.6557762E-01 0.2731476      1.523254    
  2017.2 0.7871866E-01 0.6554472E-01 0.9285266E-01  1.579320    
  2017.3 0.7906495E-01 0.6559437E-01 0.9780422      1.624370    
  2017.4 0.7703991E-01 0.6569973E-01  2.498683      1.660170    
  2018.1 0.7410128E-01 0.6583532E-01  2.351362      1.688692    
  2018.2 0.7231717E-01 0.6598118E-01  1.917415      1.711782    
  2018.3 0.7003183E-01 0.6612472E-01  2.037280      1.730742    
  2018.4 0.7159459E-01 0.6625905E-01  1.700257      1.746369    
  2019.1 0.7316670E-01 0.6637441E-01  2.100083      1.759767    
  2019.2 0.7513454E-01 0.6646188E-01  2.249951      1.772234    
  2019.3 0.7457347E-01 0.6651811E-01  2.203995      1.784603    
  2019.4 0.7345972E-01 0.6654506E-01  2.414149      1.797049    
  2020.1 0.7342891E-01 0.6654177E-01  3.040625      1.809908    
  2020.2 0.7325775E-01 0.6650849E-01  2.970393      1.823601    
  2020.3 0.7394471E-01 0.6644969E-01  1.796852      1.838160    
  2020.4 0.7959966E-01 0.6637212E-01  1.168221      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.428255402156E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     141 IER= 4 F=  0.368988468436E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.68085659219E-06 -0.48085465632E-06 -0.27182887867E-06

X VALUES

  0.54189244980E+00  0.74346892996E+00  0.20461396248E+00

MEAN OF DEPENDENT VARIABLE   749999.225926848

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.541892450       0.025233650   21.47499
  2       1.100000000       0.743468930       0.070025794   10.61707
  3      -0.100000000       0.204613962       0.068357294    2.99330

SE of equation          =      0.013449041
Sum of squared residuals =  0.368988468E-01   0.587125830E-01
Sum of ABS residuals     =  0.989867261    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99864

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.217446441565E-01

TERMINATION. ITERS=    9 FUNCTION EVALS=     156 IER= 4 F=  0.114439114411E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.28801673560E-08 -0.11468238224E-07 -0.56034288095E-08

X VALUES

  0.63298067256E+00  0.81936403538E+00  0.82077810556E-01

MEAN OF DEPENDENT VARIABLE   749999.223859814

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.632980673       0.017331843   36.52126
  2       1.100000000       0.819364035       0.071157848   11.51474
  3      -0.100000000       0.082077811       0.064703706    1.26852

SE of equation          =      0.007489833
Sum of squared residuals =  0.114439114E-01   0.928608255E-01
Sum of ABS residuals     =  0.609053461    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92238

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.542227723146E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     108 IER= 4 F=  0.508299317978E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.13732734597E-06 -0.54075346469E-05 -0.55835765856E-05

X VALUES

  0.54801950918E+00  0.93148949214E+00  0.17328269003E-01

MEAN OF DEPENDENT VARIABLE   749999.270974384

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.548019509       0.034130768   16.05647
  2       1.100000000       0.931489492       0.074881696   12.43948
  3      -0.100000000       0.017328269       0.073045044    0.23723

SE of equation          =      0.016270809
Sum of squared residuals =  0.508299318E-01   0.114353450    
Sum of ABS residuals     =   1.23497445    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99751

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.381971432985E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.298195035509E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10612507372E-05 -0.24538371123E-04 -0.25477490173E-04

X VALUES

  0.52807165161E+00  0.12688621582E+01 -0.31123136742E+00

MEAN OF DEPENDENT VARIABLE   749999.243161875

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.528071652       0.009659949   54.66609
  2       1.100000000       1.268862158       0.066948913   18.95269
  3      -0.100000000      -0.311231367       0.063731761   -4.88346

SE of equation          =      0.012090246
Sum of squared residuals =  0.298195036E-01  -0.215917975    
Sum of ABS residuals     =  0.991882526    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91683

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.426098468466E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     107 IER= 3 F=  0.425942389232E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.20969401069E-05  0.58712983840E-07  0.22875468945E-06

X VALUES

  0.58139439557E+00  0.86589591294E+00  0.80138259139E-01

MEAN OF DEPENDENT VARIABLE   749999.267708557

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.581394396       0.570075739    1.01985
  2       1.100000000       0.865895913       2.236182077    0.38722
  3      -0.100000000       0.080138259       2.128835242    0.03764

SE of equation          =      0.456941231
Sum of squared residuals =   42.5942389        6.84543733    
Sum of ABS residuals     =   8.58112210    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96399

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.281371250998E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.278733493807E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.15441960600E-06  0.31355446370E-06 -0.66992351252E-06

X VALUES

  0.41682812301E+00  0.93798121219E+00 -0.11615946147E+00

MEAN OF DEPENDENT VARIABLE   749999.233885438

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.416828123       0.196776259    2.11828
  2       1.100000000       0.937981212       0.301260767    3.11352
  3      -0.100000000      -0.116159461       0.283058718   -0.41037

SE of equation          =      0.116890575
Sum of squared residuals =   2.78733494        2.54298488    
Sum of ABS residuals     =   5.00344108    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93629

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.786102386852E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      91 IER= 4 F=  0.658117447003E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.18530048293E-06  0.21297979358E-05  0.27602354210E-05

X VALUES

  0.94729387562E+00  0.12766153365E+01 -0.29161451480E+00

MEAN OF DEPENDENT VARIABLE   749999.446980396

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.947293876       0.087655521   10.80701
  2       1.100000000       1.276615337       0.079630592   16.03172
  3      -0.100000000      -0.291614515       0.079706423   -3.65861

SE of equation          =      0.063347543
Sum of squared residuals =  0.658117447        1.30302668    
Sum of ABS residuals     =   4.57137977    
R squared                =    1.00000
Durbin-Watson statistic  =    1.78500

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.334279381581E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.295300804512E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.97760502217E-06  0.16250234166E-05  0.17911247888E-05

X VALUES

  0.55104989464E+00  0.93827186144E+00 -0.21628014121E+00

MEAN OF DEPENDENT VARIABLE   749999.277025560

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.551049895       0.044420130   12.40541
  2       1.100000000       0.938271861       0.092431992   10.15094
  3      -0.100000000      -0.216280141       0.090108039   -2.40023

SE of equation          =      0.038046721
Sum of squared residuals =  0.295300805       0.913639228    
Sum of ABS residuals     =   3.74708649    
R squared                =    1.00000
Durbin-Watson statistic  =    1.74592

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.503159713190E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     108 IER= 4 F=  0.316441990978E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.21183839102E-06  0.49535337155E-06  0.63641277118E-06

X VALUES

  0.88065387265E+00  0.45524766322E+00  0.33360103994E+00

MEAN OF DEPENDENT VARIABLE   749999.283878854

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.880653873       0.064940822   13.56087
  2       1.100000000       0.455247663       0.078597485    5.79214
  3      -0.100000000       0.333601040       0.077386760    4.31083

SE of equation          =      0.043926351
Sum of squared residuals =  0.316441991        1.01493861    
Sum of ABS residuals     =   3.17960042    
R squared                =    1.00000
Durbin-Watson statistic  =    1.73489

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.408176158715E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     110 IER= 1 F=  0.283804862876E+00
IER =  1 NO IMPROVEMENT FOR ANY VALUE OF LAMDA TRIED

GRADIENT VALUES

 -0.10459993288E-07  0.44727060750E-07  0.20378043554E-07

X VALUES

 -0.17860697834E+00  0.86765920172E+00  0.49373710159E-01

MEAN OF DEPENDENT VARIABLE   749999.298748850

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000      -0.178606978       0.098672869   -1.81009
  2       1.100000000       0.867659202       0.073389148   11.82272
  3      -0.100000000       0.049373710       0.073384194    0.67281

SE of equation          =      0.042652807
Sum of squared residuals =  0.283804863        1.30449343    
Sum of ABS residuals     =   2.91718501    
R squared                =    1.00000
Durbin-Watson statistic  =    1.82411

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.469251739990E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.418054682638E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.97432043097E-05  0.14792271508E-05  0.24991038128E-06

X VALUES

  0.51717152688E+00  0.10453898527E+01 -0.35233758800E+00

MEAN OF DEPENDENT VARIABLE   749999.275360863

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.517171527       0.061879075    8.35778
  2       1.100000000       1.045389853       0.099696709   10.48570
  3      -0.100000000      -0.352337588       0.095909613   -3.67364

SE of equation          =      0.045269059
Sum of squared residuals =  0.418054683        1.62228719    
Sum of ABS residuals     =   4.31667527    
R squared                =    1.00000
Durbin-Watson statistic  =    1.63654

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.945339131739E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.883491796659E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.91488689229E-12  0.15883222208E-11

X VALUES

  0.11376642232E+01 -0.26212164558E+00

MEAN OF DEPENDENT VARIABLE   749999.265630079

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.137664223       0.122370882    9.29685
  2      -0.100000000      -0.262121646       0.119247881   -2.19812

SE of equation          =      0.027597660
Sum of squared residuals =  0.883491797E-01   0.855915278    
Sum of ABS residuals     =   1.34614667    
R squared                =    1.00000
Durbin-Watson statistic  =    1.54560

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.388937532343E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.380277487780E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.67491861485E-11 -0.39086183184E-11

X VALUES

  0.10281082417E+01 -0.71011220219E-01

MEAN OF DEPENDENT VARIABLE   749999.303295898

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.028108242       0.083725820   12.27946
  2      -0.100000000      -0.071011220       0.083118752   -0.85433

SE of equation          =      0.043175286
Sum of squared residuals =  0.380277488        1.74367731    
Sum of ABS residuals     =   3.97930645    
R squared                =    1.00000
Durbin-Watson statistic  =    1.71696

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4628936E-01 0.5234225E-01  1.025330      1.083667    
  1954.2 0.5733147E-01 0.5783462E-01 0.7508254E-01 0.8143333    
  1954.3 0.6264406E-01 0.5970489E-01  0.000000     0.8696667    
  1954.4 0.6750386E-01 0.5361334E-01  0.000000      1.036333    
  1955.1 0.7413225E-01 0.4710636E-01  0.000000      1.256333    
  1955.2 0.7243402E-01 0.4380454E-01 0.3493279      1.614333    
  1955.3 0.6654500E-01 0.4109694E-01  1.486441      1.861333    
  1955.4 0.5901646E-01 0.4208878E-01  2.343506      2.349333    
  1956.1 0.6169344E-01 0.4031458E-01  2.253554      2.379333    
  1956.2 0.5513662E-01 0.4190614E-01  2.895473      2.596667    
  1956.3 0.4144743E-01 0.4128671E-01  4.493595      2.596667    
  1956.4 0.3397599E-01 0.4100540E-01  4.617688      3.063667    
  1957.1 0.3408590E-01 0.3946671E-01  4.623199      3.171667    
  1957.2 0.3052617E-01 0.4062513E-01  5.541618      3.157000    
  1957.3 0.2136251E-01 0.4207225E-01  6.954923      3.382333    
  1957.4 0.2080511E-01 0.4923487E-01  6.410567      3.343333    
  1958.1 0.2145822E-01 0.6275076E-01  6.513080      1.838000    
  1958.2 0.3215461E-01 0.7359928E-01  4.350470      1.017667    
  1958.3 0.3035759E-01 0.7309055E-01  3.279387      1.710667    
  1958.4 0.2476861E-01 0.6352766E-01  5.569321      2.787667    
  1959.1 0.2571476E-01 0.5798631E-01  6.661795      2.800333    
  1959.2 0.2247964E-01 0.5104500E-01  6.837633      3.019333    
  1959.3 0.3608932E-01 0.5287044E-01  6.226533      3.533000    
  1959.4 0.3889769E-01 0.5592834E-01  5.938745      4.299333    
  1960.1 0.4313842E-01 0.5159512E-01  5.175011      3.943000    
  1960.2 0.4138135E-01 0.5225835E-01  5.320705      3.092333    
  1960.3 0.4212241E-01 0.5549938E-01  5.702382      2.390333    
  1960.4 0.4619114E-01 0.6251647E-01  5.381091      2.360667    
  1961.1 0.5040593E-01 0.6773354E-01  4.292810      2.376667    
  1961.2 0.5099040E-01 0.6971717E-01  4.332396      2.324667    
  1961.3 0.5029976E-01 0.6749309E-01  5.063265      2.324667    
  1961.4 0.5525343E-01 0.6171891E-01  2.739865      2.475000    
  1962.1 0.5902143E-01 0.5614436E-01  1.489703      2.739000    
  1962.2 0.6304584E-01 0.5482584E-01  1.041654      2.716000    
  1962.3 0.6905937E-01 0.5539051E-01 0.5824296      2.858000    
  1962.4 0.7491802E-01 0.5505923E-01  0.000000      2.803333    
  1963.1 0.8189371E-01 0.5779253E-01  0.000000      2.909000    
  1963.2 0.8069287E-01 0.5680856E-01 0.4083659      2.941333    
  1963.3 0.7455133E-01 0.5493742E-01  1.640736      3.280667    
  1963.4 0.6693238E-01 0.5572673E-01  2.419814      3.499333    
  1964.1 0.6413308E-01 0.5457706E-01  2.225364      3.538000    
  1964.2 0.5947117E-01 0.5220257E-01  2.349270      3.481333    
  1964.3 0.5415245E-01 0.4989598E-01  2.982507      3.504000    
  1964.4 0.5258349E-01 0.4953597E-01  3.179128      3.685000    
  1965.1 0.5596281E-01 0.4871666E-01  3.711909      3.899667    
  1965.2 0.5525410E-01 0.4655354E-01  3.772957      3.879000    
  1965.3 0.5326934E-01 0.4351989E-01  3.566271      3.859667    
  1965.4 0.5559690E-01 0.4102298E-01  3.590331      4.158667    
  1966.1 0.6043434E-01 0.3848268E-01  2.391789      4.630667    
  1966.2 0.6424492E-01 0.3807639E-01 0.6268437      4.597333    
  1966.3 0.6871659E-01 0.3750700E-01  0.000000      5.047667    
  1966.4 0.7387423E-01 0.3683286E-01  0.000000      5.246000    
  1967.1 0.7834539E-01 0.3809930E-01 0.1063341      4.533667    
  1967.2 0.7420532E-01 0.3806934E-01 0.9523431      3.657333    
  1967.3 0.6295847E-01 0.3784696E-01  2.244410      4.344667    
  1967.4 0.5611910E-01 0.3915978E-01  2.329834      4.787333    
  1968.1 0.4980943E-01 0.3728355E-01  3.486291      5.064667    
  1968.2 0.4232046E-01 0.3537721E-01  4.535054      5.510000    
  1968.3 0.3954814E-01 0.3510557E-01  4.599587      5.226333    
  1968.4 0.4499503E-01 0.3392130E-01  4.321845      5.580667    
  1969.1 0.5219731E-01 0.3376971E-01  3.765261      6.137667    
  1969.2 0.5604091E-01 0.3424592E-01  3.174340      6.240000    
  1969.3 0.6114142E-01 0.3590757E-01  2.726502      7.046667    
  1969.4 0.6363187E-01 0.3581941E-01  2.236798      7.317667    
  1970.1 0.6363637E-01 0.4159508E-01  2.557540      7.262667    
  1970.2 0.6456454E-01 0.4746577E-01  3.247484      6.752333    
  1970.3 0.6264218E-01 0.5169088E-01  4.888375      6.374667    
  1970.4 0.5927826E-01 0.5802797E-01  4.055565      5.358333    
  1971.1 0.5559628E-01 0.5914467E-01  3.748993      3.863333    
  1971.2 0.5348174E-01 0.5907857E-01  4.555113      4.206000    
  1971.3 0.4741887E-01 0.5983336E-01  6.433014      5.050333    
  1971.4 0.4263604E-01 0.5954344E-01  6.984949      4.234333    
  1972.1 0.3821228E-01 0.5768041E-01  7.370499      3.435333    
  1972.2 0.3879081E-01 0.5658509E-01  7.354658      3.748333    
  1972.3 0.4510531E-01 0.5584112E-01  7.510998      4.241333    
  1972.4 0.4910243E-01 0.5304486E-01  7.816860      4.851333    
  1973.1 0.5609210E-01 0.4950510E-01  7.560738      5.639667    
  1973.2 0.6457530E-01 0.4889844E-01  6.496917      6.608333    
  1973.3 0.7342095E-01 0.4793204E-01  5.665027      8.388333    
  1973.4 0.7823390E-01 0.4769321E-01  5.513313      7.461667    
  1974.1 0.8340511E-01 0.5085049E-01  5.599381      7.600333    
  1974.2 0.8552628E-01 0.5161500E-01  5.119691      8.268000    
  1974.3 0.8481197E-01 0.5583721E-01  5.055147      8.286333    
  1974.4 0.8336920E-01 0.6556479E-01  5.266949      7.336000    
  1975.1 0.7964022E-01 0.8217515E-01  5.815273      5.873333    
  1975.2 0.7306724E-01 0.8828988E-01  6.453357      5.400667    
  1975.3 0.7121717E-01 0.8467753E-01  7.201467      6.336667    
  1975.4 0.6606791E-01 0.8259670E-01  6.261141      5.684333    
  1976.1 0.6606644E-01 0.7723461E-01  6.379547      4.953333    
  1976.2 0.7507423E-01 0.7526804E-01  4.420472      5.168667    
  1976.3 0.7479070E-01 0.7700112E-01  3.375498      5.168667    
  1976.4 0.6896945E-01 0.7733424E-01  5.466121      4.698000    
  1977.1 0.6783825E-01 0.7493048E-01  6.638568      4.624000    
  1977.2 0.6856930E-01 0.7104693E-01  6.148390      4.828667    
  1977.3 0.6745494E-01 0.6864221E-01  5.486027      5.472000    
  1977.4 0.6750229E-01 0.6612385E-01  5.134825      6.137000    
  1978.1 0.6897468E-01 0.6326666E-01  5.166880      6.408000    
  1978.2 0.6736262E-01 0.5999476E-01  5.653819      6.481000    
  1978.3 0.6925260E-01 0.6021465E-01  5.576171      7.315333    
  1978.4 0.6873708E-01 0.5883992E-01  4.930922      8.680333    
  1979.1 0.6630115E-01 0.5877879E-01  5.368975      9.357667    
  1979.2 0.6300487E-01 0.5714052E-01  5.888830      9.372333    
  1979.3 0.6114351E-01 0.5868435E-01  7.382498      9.631333    
  1979.4 0.6007190E-01 0.5940129E-01  13.44084      11.80367    
  1980.1 0.6040370E-01 0.6296949E-01  11.91373      13.45867    
  1980.2 0.6377899E-01 0.7323656E-01  9.607275      10.04933    
  1980.3 0.7308433E-01 0.7680771E-01  9.143347      9.235333    
  1980.4 0.7832985E-01 0.7398623E-01  11.67368      13.70967    
  1981.1 0.8545636E-01 0.7426606E-01  10.43263      14.36900    
  1981.2 0.9222510E-01 0.7398937E-01  10.42988      14.82900    
  1981.3 0.9670794E-01 0.7417361E-01  9.891512      15.08733    
  1981.4 0.9851038E-01 0.8241053E-01  11.27920      12.02267    
  1982.1 0.9884786E-01 0.8843563E-01  15.08701      12.89500    
  1982.2 0.9674229E-01 0.9425762E-01  15.08280      12.35900    
  1982.3 0.9863808E-01 0.9942961E-01  12.86998      9.705333    
  1982.4 0.1036313     0.1067659      10.92632      7.935000    
  1983.1 0.1061588     0.1039701      10.45143      8.081333    
  1983.2 0.1101568     0.1010214      10.40966      8.420667    
  1983.3 0.1129327     0.9360138E-01  10.19346      9.186667    
  1983.4 0.1133465     0.8541760E-01  8.348103      8.793333    
  1984.1 0.1173330     0.7871758E-01  6.826072      9.133333    
  1984.2 0.1119220     0.7478733E-01  7.204343      9.843333    
  1984.3 0.1067812     0.7451999E-01  7.850443      10.34333    
  1984.4 0.1010434     0.7283015E-01  8.186037      8.973333    
  1985.1 0.9431332E-01 0.7279936E-01  7.900839      8.183333    
  1985.2 0.8825564E-01 0.7288834E-01  7.704282      7.523333    
  1985.3 0.7998155E-01 0.7210537E-01  7.949057      7.103333    
  1985.4 0.7484222E-01 0.7054201E-01  8.190320      7.146667    
  1986.1 0.7373866E-01 0.7015712E-01  7.715185      6.886667    
  1986.2 0.6630753E-01 0.7180384E-01  8.018698      6.130000    
  1986.3 0.5793338E-01 0.6991001E-01  9.652338      5.533333    
  1986.4 0.5149981E-01 0.6835172E-01  10.26310      5.340000    
  1987.1 0.5204246E-01 0.6620689E-01  10.51379      5.533333    
  1987.2 0.5154908E-01 0.6280795E-01  10.11395      5.733333    
  1987.3 0.5437753E-01 0.6014193E-01  9.221615      6.033333    
  1987.4 0.6102781E-01 0.5868976E-01  8.029358      6.003333    
  1988.1 0.7735720E-01 0.5727587E-01  6.552002      5.760000    
  1988.2 0.8279577E-01 0.5487146E-01  5.734212      6.230000    
  1988.3 0.7865449E-01 0.5492451E-01  6.005254      6.993333    
  1988.4 0.7542882E-01 0.5350265E-01  4.951634      7.703333    
  1989.1 0.7030162E-01 0.5215423E-01  4.199746      8.533333    
  1989.2 0.6698322E-01 0.5244464E-01  4.468864      8.440000    
  1989.3 0.6190601E-01 0.5277223E-01  4.690894      7.850000    
  1989.4 0.5779840E-01 0.5373561E-01  4.474284      7.633333    
  1990.1 0.5553644E-01 0.5300361E-01  4.862433      7.756667    
  1990.2 0.5528146E-01 0.5337414E-01  5.305102      7.766667    
  1990.3 0.5568322E-01 0.5687498E-01  6.423384      7.493333    
  1990.4 0.5713370E-01 0.6113686E-01  4.948217      7.023333    
  1991.1 0.6350949E-01 0.6574073E-01  3.401381      6.053333    
  1991.2 0.6509777E-01 0.6823443E-01  3.650702      5.593333    
  1991.3 0.6555632E-01 0.6853392E-01  4.675905      5.406667    
  1991.4 0.6713694E-01 0.7096660E-01  4.490530      4.583333    
  1992.1 0.6912074E-01 0.7379080E-01  3.769773      3.910000    
  1992.2 0.6949180E-01 0.7594573E-01  3.958050      3.723333    
  1992.3 0.7060217E-01 0.7626478E-01  4.552383      3.130000    
  1992.4 0.7321079E-01 0.7406133E-01  5.264678      3.076667    
  1993.1 0.7394483E-01 0.7149713E-01  4.930321      2.993333    
  1993.2 0.7427788E-01 0.7068857E-01  4.472336      2.983333    
  1993.3 0.7687297E-01 0.6799552E-01  4.615855      3.020000    
  1993.4 0.8067689E-01 0.6619143E-01  5.205332      3.080000    
  1994.1 0.8066410E-01 0.6555817E-01  5.638643      3.250000    
  1994.2 0.8184618E-01 0.6165512E-01  5.241558      4.036667    
  1994.3 0.8012552E-01 0.6001291E-01  4.749666      4.510000    
  1994.4 0.7706548E-01 0.5619378E-01  4.724675      5.283333    
  1995.1 0.7600728E-01 0.5477964E-01  4.744336      5.780000    
  1995.2 0.7460264E-01 0.5674622E-01  4.064749      5.623333    
  1995.3 0.7694967E-01 0.5658385E-01  3.196234      5.380000    
  1995.4 0.7953651E-01 0.5572015E-01  1.837900      5.270000    
  1996.1 0.7875857E-01 0.5545427E-01  2.013163      4.950000    
  1996.2 0.7926481E-01 0.5470120E-01  2.566219      5.040000    
  1996.3 0.7986195E-01 0.5259294E-01  2.463429      5.136667    
  1996.4 0.7835836E-01 0.5310254E-01  2.033901      4.970000    
  1997.1 0.7751509E-01 0.5223738E-01  2.685553      5.063333    
  1997.2 0.7786137E-01 0.4974959E-01  3.374168      5.073333    
  1997.3 0.8020157E-01 0.4858023E-01  3.943681      5.056667    
  1997.4 0.7998865E-01 0.4680572E-01  2.790430      5.086667    
  1998.1 0.8150738E-01 0.4637954E-01  1.060027      5.053333    
  1998.2 0.8264030E-01 0.4414228E-01  0.000000      4.976667    
  1998.3 0.8459552E-01 0.4528502E-01  0.000000      4.823333    
  1998.4 0.8914591E-01 0.4429607E-01  0.000000      4.253333    
  1999.1 0.8527319E-01 0.4284456E-01 0.7132015      4.406667    
  1999.2 0.8154102E-01 0.4248440E-01  1.297458      4.453333    
  1999.3 0.7754898E-01 0.4243400E-01  1.570374      4.650000    
  1999.4 0.7188904E-01 0.4077788E-01  1.828703      5.043333    
  2000.1 0.6097619E-01 0.4048765E-01  3.478990      5.520000    
  2000.2 0.5921655E-01 0.3947782E-01  4.171453      5.713333    
  2000.3 0.5930903E-01 0.4030117E-01  4.578576      6.016667    
  2000.4 0.5900177E-01 0.3918419E-01  3.973619      6.016667    
  2001.1 0.5509419E-01 0.4230321E-01  4.930224      4.816667    
  2001.2 0.5438647E-01 0.4411448E-01  6.110356      3.660000    
  2001.3 0.5378898E-01 0.4819249E-01  6.244410      3.170000    
  2001.4 0.5384642E-01 0.5537421E-01  5.974302      1.906667    
  2002.1 0.5526772E-01 0.5705425E-01  5.698754      1.820000    
  2002.2 0.5836751E-01 0.5845793E-01  5.052644      1.716667    
  2002.3 0.6181568E-01 0.5732000E-01  3.994226      1.643333    
  2002.4 0.6322767E-01 0.5851777E-01  3.773994      1.333333    
  2003.1 0.6802654E-01 0.5873963E-01  3.892103      1.156667    
  2003.2 0.7325437E-01 0.6152488E-01  3.697149      1.043333    
  2003.3 0.7298211E-01 0.6107130E-01  4.663735     0.9300000    
  2003.4 0.7065256E-01 0.5820932E-01  3.360115     0.9166667    
  2004.1 0.6645243E-01 0.5687648E-01  2.889741     0.9166667    
  2004.2 0.6887269E-01 0.5595400E-01  2.702707      1.076667    
  2004.3 0.6541672E-01 0.5440757E-01  2.246898      1.486667    
  2004.4 0.6581979E-01 0.5396538E-01  1.863430      2.006667    
  2005.1 0.6672447E-01 0.5292068E-01  2.072977      2.536667    
  2005.2 0.6261667E-01 0.5115378E-01  2.677145      2.863333    
  2005.3 0.6223109E-01 0.4975337E-01  2.886527      3.360000    
  2005.4 0.6070438E-01 0.4964352E-01  2.341016      3.826667    
  2006.1 0.5611601E-01 0.4731667E-01  2.334756      4.393333    
  2006.2 0.5237626E-01 0.4666969E-01  3.000243      4.703333    
  2006.3 0.5136933E-01 0.4655398E-01  3.429902      4.906667    
  2006.4 0.5137016E-01 0.4466963E-01  3.340081      4.903333    
  2007.1 0.5026988E-01 0.4536088E-01  3.486814      4.983333    
  2007.2 0.5121407E-01 0.4507805E-01  4.010271      4.736667    
  2007.3 0.5178798E-01 0.4670151E-01  4.224202      4.303333    
  2007.4 0.5265374E-01 0.4813029E-01  4.211329      3.390000    
  2008.1 0.5444402E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5891753E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6239061E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6746723E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7667074E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8346223E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9343808E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9815178E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1022509     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1030709     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1098491     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1141543     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1157436     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1183805     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1152673     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1110054     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1037776     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.9845730E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.9361682E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8916724E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.8402758E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.8160306E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7906169E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7531662E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7671915E-01 0.7353172E-01 0.4119956     0.2222305    
  2014.2 0.7808359E-01 0.7371212E-01 0.1456176     0.2267692    
  2014.3 0.8049795E-01 0.7344075E-01 0.1226067     0.2727381    
  2014.4 0.8122697E-01 0.7270034E-01 0.3684631     0.3896289    
  2015.1 0.8365445E-01 0.7163268E-01 0.5858768     0.5446822    
  2015.2 0.8160736E-01 0.7041296E-01  1.371972     0.7056998    
  2015.3 0.8166432E-01 0.6919799E-01  1.876218     0.8622789    
  2015.4 0.7993109E-01 0.6810526E-01  2.446101      1.011500    
  2016.1 0.8781102E-01 0.6720077E-01  1.470137      1.148466    
  2016.2 0.9110054E-01 0.6650839E-01 0.7502087      1.268463    
  2016.3 0.9211679E-01 0.6602361E-01  1.210426      1.370028    
  2016.4 0.9202893E-01 0.6572500E-01  1.148525      1.454232    
  2017.1 0.9293717E-01 0.6557762E-01 0.1680296      1.523254    
  2017.2 0.9163078E-01 0.6554472E-01  0.000000      1.579320    
  2017.3 0.8807484E-01 0.6559437E-01 0.4349313      1.624370    
  2017.4 0.8732948E-01 0.6569973E-01 0.1436083      1.660170    
  2018.1 0.8608830E-01 0.6583532E-01  0.000000      1.688692    
  2018.2 0.8503066E-01 0.6598118E-01  0.000000      1.711782    
  2018.3 0.8567755E-01 0.6612472E-01 0.3621931      1.730742    
  2018.4 0.8421140E-01 0.6625905E-01 0.6274321      1.746369    
  2019.1 0.8475535E-01 0.6637441E-01 0.8126544E-01  1.759767    
  2019.2 0.8584966E-01 0.6646188E-01  0.000000      1.772234    
  2019.3 0.8718505E-01 0.6651811E-01  0.000000      1.784603    
  2019.4 0.8548432E-01 0.6654506E-01  0.000000      1.797049    
  2020.1 0.9220849E-01 0.6654177E-01  0.000000      1.809908    
  2020.2 0.8813159E-01 0.6650849E-01 0.6028974      1.823601    
  2020.3 0.7830126E-01 0.6644969E-01  1.614175      1.838160    
  2020.4 0.7505837E-01 0.6637212E-01 0.9628816      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.274653119148E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     138 IER= 4 F=  0.226105003085E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.15978561178E-06  0.71787828061E-06  0.13797506897E-05

X VALUES

  0.59576251589E+00  0.80169057020E+00  0.15788035578E+00

MEAN OF DEPENDENT VARIABLE   749999.224332230

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.595762516       0.017824076   33.42459
  2       1.100000000       0.801690570       0.069093002   11.60306
  3      -0.100000000       0.157880356       0.067464340    2.34020

SE of equation          =      0.010527858
Sum of squared residuals =  0.226105003E-01   0.110480295    
Sum of ABS residuals     =  0.831437890    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96339

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.251504899784E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     114 IER= 4 F=  0.155137684746E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.14455384033E-07 -0.88817670152E-08  0.11009367179E-07

X VALUES

  0.65676950579E+00  0.96574271862E+00 -0.25899235163E-01

MEAN OF DEPENDENT VARIABLE   749999.237906759

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.656769506       0.019093440   34.39765
  2       1.100000000       0.965742719       0.070366644   13.72444
  3      -0.100000000      -0.025899235       0.065979959   -0.39253

SE of equation          =      0.008720544
Sum of squared residuals =  0.155137685E-01   0.281275892E-01
Sum of ABS residuals     =  0.679842405    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97958

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.811690810734E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     109 IER= 3 F=  0.777027865584E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.87155550532E-10  0.26343107730E-08  0.27478019859E-08

X VALUES

  0.57243224172E+00  0.97733616720E+00 -0.26187008309E-02

MEAN OF DEPENDENT VARIABLE   749999.286883844

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.572432242       0.037977740   15.07284
  2       1.100000000       0.977336167       0.073793450   13.24421
  3      -0.100000000      -0.002618701       0.073317854   -0.03572

SE of equation          =      0.020117207
Sum of squared residuals =  0.777027866E-01   0.166029506    
Sum of ABS residuals     =   1.52366401    
R squared                =    1.00000
Durbin-Watson statistic  =    1.90761

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.474163629429E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      91 IER= 4 F=  0.451209270894E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.13988826644E-04  0.85510619021E-05  0.78114114828E-05

X VALUES

  0.49749365779E+00  0.11016711321E+01 -0.12420654730E+00

MEAN OF DEPENDENT VARIABLE   749999.274592845

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.497493658       0.022863963   21.75886
  2       1.100000000       1.101671132       0.071984118   15.30436
  3      -0.100000000      -0.124206547       0.070353835   -1.76546

SE of equation          =      0.014872156
Sum of squared residuals =  0.451209271E-01   0.107985263    
Sum of ABS residuals     =   1.22874078    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99541

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.687985442566E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     111 IER= 3 F=  0.687846772957E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.12947782451E-06  0.50057788316E-06  0.59406872026E-06

X VALUES

  0.56633644107E+00  0.86316445881E+00  0.82647850942E-01

MEAN OF DEPENDENT VARIABLE   749999.300196158

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.566336441       0.616685656    0.91836
  2       1.100000000       0.863164459       3.127114053    0.27603
  3      -0.100000000       0.082647851       2.972511009    0.02780

SE of equation          =      0.580671844
Sum of squared residuals =   68.7846773        9.45865237    
Sum of ABS residuals     =   10.3623655    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96655

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.172975236831E+01

TERMINATION. ITERS=    7 FUNCTION EVALS=     107 IER= 4 F=  0.164075986571E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.95040527956E-06  0.78577326684E-06  0.70985295365E-06

X VALUES

  0.64657456222E+00  0.80532958423E+00 -0.22646358909E+00

MEAN OF DEPENDENT VARIABLE   749999.222404616

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.646574562       0.084781052    7.62640
  2       1.100000000       0.805329584       0.164459424    4.89683
  3      -0.100000000      -0.226463589       0.153694712   -1.47346

SE of equation          =      0.089682443
Sum of squared residuals =   1.64075987        2.59387469    
Sum of ABS residuals     =   5.45924621    
R squared                =    1.00000
Durbin-Watson statistic  =    1.88203

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.679929477926E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      78 IER= 4 F=  0.640077537937E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.16780664482E-04  0.22397427967E-04  0.25594588071E-04

X VALUES

  0.77341639729E+00  0.11714134916E+01 -0.18332378473E+00

MEAN OF DEPENDENT VARIABLE   749999.386213820

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.773416397       0.096040293    8.05304
  2       1.100000000       1.171413492       0.082100932   14.26797
  3      -0.100000000      -0.183323785       0.082106509   -2.23276

SE of equation          =      0.062473289
Sum of squared residuals =  0.640077538        1.36822464    
Sum of ABS residuals     =   5.00032341    
R squared                =    1.00000
Durbin-Watson statistic  =    1.79748

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.348595404255E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     113 IER= 4 F=  0.318220037260E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.14098237201E-05 -0.77586946926E-06  0.66174563064E-07

X VALUES

  0.55823153195E+00  0.87166445198E+00 -0.18937910849E+00

MEAN OF DEPENDENT VARIABLE   749999.264440851

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.558231532       0.044718189   12.48332
  2       1.100000000       0.871664452       0.102277525    8.52254
  3      -0.100000000      -0.189379108       0.100031106   -1.89320

SE of equation          =      0.039495597
Sum of squared residuals =  0.318220037        1.62151602    
Sum of ABS residuals     =   3.58843375    
R squared                =    1.00000
Durbin-Watson statistic  =    1.70255

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.826411844276E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      77 IER= 4 F=  0.717049529236E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.13833649699E-04 -0.26123290047E-05 -0.28389002536E-05

X VALUES

  0.48143537057E+00  0.70948004089E+00  0.22280303242E+00

MEAN OF DEPENDENT VARIABLE   749999.293066957

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.481435371       0.116459256    4.13394
  2       1.100000000       0.709480041       0.080288840    8.83660
  3      -0.100000000       0.222803032       0.079509128    2.80223

SE of equation          =      0.066123016
Sum of squared residuals =  0.717049529       0.776004862    
Sum of ABS residuals     =   4.41888862    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97692

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.314300771658E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.283016953025E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.26326347702E-06 -0.11661298759E-05 -0.39342041305E-06

X VALUES

  0.20859695183E+00  0.99876029227E+00 -0.67069938354E-01

MEAN OF DEPENDENT VARIABLE   749999.288173587

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.208596952       0.104394262    1.99816
  2       1.100000000       0.998760292       0.080159491   12.45966
  3      -0.100000000      -0.067069938       0.078660130   -0.85265

SE of equation          =      0.042593559
Sum of squared residuals =  0.283016953        1.23976580    
Sum of ABS residuals     =   2.94761634    
R squared                =    1.00000
Durbin-Watson statistic  =    1.85135

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.621102861666E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.440517290913E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.17495583465E-05 -0.32717488505E-05 -0.17819573011E-05

X VALUES

  0.69317360719E+00  0.84436171378E+00 -0.42089207201E+00

MEAN OF DEPENDENT VARIABLE   749999.274027983

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.693173607       0.038489515   18.00941
  2       1.100000000       0.844361714       0.080727401   10.45942
  3      -0.100000000      -0.420892072       0.080190892   -5.24863

SE of equation          =      0.046469328
Sum of squared residuals =  0.440517291        1.88517451    
Sum of ABS residuals     =   4.66010829    
R squared                =    1.00000
Durbin-Watson statistic  =    1.77879

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.115001731555E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      37 IER= 3 F=  0.949893814601E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.13555680292E-11  0.17920684018E-11

X VALUES

  0.11773260828E+01 -0.42592031010E+00

MEAN OF DEPENDENT VARIABLE   749999.238874550

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.177326083       0.120889950    9.73883
  2      -0.100000000      -0.425920310       0.110353759   -3.85959

SE of equation          =      0.028615974
Sum of squared residuals =  0.949893815E-01   0.422663051    
Sum of ABS residuals     =   1.58633099    
R squared                =    1.00000
Durbin-Watson statistic  =    1.38823

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.257622914018E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.245382254044E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.12102819144E-10  0.13515131193E-10

X VALUES

  0.11810571795E+01 -0.25670834433E+00

MEAN OF DEPENDENT VARIABLE   749999.241317914

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.181057180       0.096543555   12.23341
  2      -0.100000000      -0.256708344       0.093861710   -2.73496

SE of equation          =      0.034682188
Sum of squared residuals =  0.245382254        1.66950604    
Sum of ABS residuals     =   3.09645012    
R squared                =    1.00000
Durbin-Watson statistic  =    1.63106

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4382129E-01 0.5234225E-01 0.7363233      1.083667    
  1954.2 0.4835283E-01 0.5783462E-01 0.6130230     0.8143333    
  1954.3 0.5423614E-01 0.5970489E-01 0.3802042     0.8696667    
  1954.4 0.5671590E-01 0.5361334E-01 0.3585476E-01  1.036333    
  1955.1 0.5275666E-01 0.4710636E-01 0.7878356      1.256333    
  1955.2 0.4901468E-01 0.4380454E-01  1.782052      1.614333    
  1955.3 0.4251719E-01 0.4109694E-01  2.545365      1.861333    
  1955.4 0.3646645E-01 0.4208878E-01  3.206928      2.349333    
  1956.1 0.3025506E-01 0.4031458E-01  4.206400      2.379333    
  1956.2 0.2625144E-01 0.4190614E-01  5.052829      2.596667    
  1956.3 0.2376457E-01 0.4128671E-01  5.604120      2.596667    
  1956.4 0.2081275E-01 0.4100540E-01  5.982787      3.063667    
  1957.1 0.1822216E-01 0.3946671E-01  6.143664      3.171667    
  1957.2 0.1591766E-01 0.4062513E-01  6.381213      3.157000    
  1957.3 0.1824875E-01 0.4207225E-01  7.416891      3.382333    
  1957.4 0.1805838E-01 0.4923487E-01  8.852872      3.343333    
  1958.1 0.1979038E-01 0.6275076E-01  8.915731      1.838000    
  1958.2 0.1914280E-01 0.7359928E-01  8.486180      1.017667    
  1958.3 0.2231292E-01 0.7309055E-01  7.963141      1.710667    
  1958.4 0.2381038E-01 0.6352766E-01  7.346371      2.787667    
  1959.1 0.2160195E-01 0.5798631E-01  7.830245      2.800333    
  1959.2 0.2261639E-01 0.5104500E-01  8.261936      3.019333    
  1959.3 0.3907611E-01 0.5287044E-01  6.936013      3.533000    
  1959.4 0.4500455E-01 0.5592834E-01  5.948455      4.299333    
  1960.1 0.4965965E-01 0.5159512E-01  5.233399      3.943000    
  1960.2 0.5040105E-01 0.5225835E-01  4.990653      3.092333    
  1960.3 0.5167522E-01 0.5549938E-01  4.771707      2.390333    
  1960.4 0.5089301E-01 0.6251647E-01  4.927839      2.360667    
  1961.1 0.4741562E-01 0.6773354E-01  5.042911      2.376667    
  1961.2 0.4258531E-01 0.6971717E-01  5.074189      2.324667    
  1961.3 0.3912374E-01 0.6749309E-01  6.141694      2.324667    
  1961.4 0.3178667E-01 0.6171891E-01  8.220666      2.475000    
  1962.1 0.2978454E-01 0.5614436E-01  8.195083      2.739000    
  1962.2 0.2915420E-01 0.5482584E-01  7.522088      2.716000    
  1962.3 0.2938660E-01 0.5539051E-01  7.247497      2.858000    
  1962.4 0.3357494E-01 0.5505923E-01  6.672158      2.803333    
  1963.1 0.3776809E-01 0.5779253E-01  6.381040      2.909000    
  1963.2 0.3855717E-01 0.5680856E-01  6.459722      2.941333    
  1963.3 0.3535582E-01 0.5493742E-01  6.819921      3.280667    
  1963.4 0.3248316E-01 0.5572673E-01  7.320118      3.499333    
  1964.1 0.2776218E-01 0.5457706E-01  7.300392      3.538000    
  1964.2 0.2230340E-01 0.5220257E-01  7.707092      3.481333    
  1964.3 0.2064173E-01 0.4989598E-01  8.171222      3.504000    
  1964.4 0.2468580E-01 0.4953597E-01  8.095182      3.685000    
  1965.1 0.3076622E-01 0.4871666E-01  7.138528      3.899667    
  1965.2 0.3808405E-01 0.4655354E-01  6.271490      3.879000    
  1965.3 0.3903956E-01 0.4351989E-01  6.107458      3.859667    
  1965.4 0.3893100E-01 0.4102298E-01  6.295398      4.158667    
  1966.1 0.3897679E-01 0.3848268E-01  6.641263      4.630667    
  1966.2 0.3872036E-01 0.3807639E-01  6.068035      4.597333    
  1966.3 0.4051677E-01 0.3750700E-01  5.401497      5.047667    
  1966.4 0.4322068E-01 0.3683286E-01  4.405453      5.246000    
  1967.1 0.4155849E-01 0.3809930E-01  4.090680      4.533667    
  1967.2 0.4111354E-01 0.3806934E-01  4.570484      3.657333    
  1967.3 0.3919781E-01 0.3784696E-01  4.733241      4.344667    
  1967.4 0.3395120E-01 0.3915978E-01  5.016939      4.787333    
  1968.1 0.3029007E-01 0.3728355E-01  5.091887      5.064667    
  1968.2 0.2187843E-01 0.3537721E-01  6.286340      5.510000    
  1968.3 0.1614444E-01 0.3510557E-01  7.712688      5.226333    
  1968.4 0.2108667E-01 0.3392130E-01  5.781830      5.580667    
  1969.1 0.2041218E-01 0.3376971E-01  5.361606      6.137667    
  1969.2 0.2494174E-01 0.3424592E-01  5.748756      6.240000    
  1969.3 0.3124517E-01 0.3590757E-01  5.965690      7.046667    
  1969.4 0.3972908E-01 0.3581941E-01  5.892507      7.317667    
  1970.1 0.4843057E-01 0.4159508E-01  5.101265      7.262667    
  1970.2 0.5178215E-01 0.4746577E-01  4.677674      6.752333    
  1970.3 0.5220985E-01 0.5169088E-01  4.857965      6.374667    
  1970.4 0.5177251E-01 0.5802797E-01  4.813435      5.358333    
  1971.1 0.5028771E-01 0.5914467E-01  5.512156      3.863333    
  1971.2 0.4849538E-01 0.5907857E-01  6.214477      4.206000    
  1971.3 0.4446277E-01 0.5983336E-01  6.607821      5.050333    
  1971.4 0.4088645E-01 0.5954344E-01  7.263163      4.234333    
  1972.1 0.3986709E-01 0.5768041E-01  7.034548      3.435333    
  1972.2 0.4147749E-01 0.5658509E-01  6.909035      3.748333    
  1972.3 0.4443798E-01 0.5584112E-01  6.373848      4.241333    
  1972.4 0.4336598E-01 0.5304486E-01  6.525607      4.851333    
  1973.1 0.4443430E-01 0.4950510E-01  6.750881      5.639667    
  1973.2 0.4649509E-01 0.4889844E-01  7.160193      6.608333    
  1973.3 0.4839377E-01 0.4793204E-01  7.486138      8.388333    
  1973.4 0.5022611E-01 0.4769321E-01  7.628141      7.461667    
  1974.1 0.5385139E-01 0.5085049E-01  7.644762      7.600333    
  1974.2 0.5812002E-01 0.5161500E-01  6.761740      8.268000    
  1974.3 0.6115350E-01 0.5583721E-01  6.439864      8.286333    
  1974.4 0.5966322E-01 0.6556479E-01  6.842371      7.336000    
  1975.1 0.6090352E-01 0.8217515E-01  8.083247      5.873333    
  1975.2 0.6016434E-01 0.8828988E-01  8.430612      5.400667    
  1975.3 0.6206375E-01 0.8467753E-01  7.870232      6.336667    
  1975.4 0.6755116E-01 0.8259670E-01  6.889288      5.684333    
  1976.1 0.7531166E-01 0.7723461E-01  6.203899      4.953333    
  1976.2 0.8853907E-01 0.7526804E-01  3.354573      5.168667    
  1976.3 0.8846057E-01 0.7700112E-01  2.011672      5.168667    
  1976.4 0.8064018E-01 0.7733424E-01  4.226750      4.698000    
  1977.1 0.7293184E-01 0.7493048E-01  6.359994      4.624000    
  1977.2 0.6248566E-01 0.7104693E-01  7.292812      4.828667    
  1977.3 0.5552231E-01 0.6864221E-01  7.756759      5.472000    
  1977.4 0.4673802E-01 0.6612385E-01  7.352253      6.137000    
  1978.1 0.4685641E-01 0.6326666E-01  7.328533      6.408000    
  1978.2 0.4745821E-01 0.5999476E-01  7.520079      6.481000    
  1978.3 0.4722684E-01 0.6021465E-01  7.389806      7.315333    
  1978.4 0.4813010E-01 0.5883992E-01  6.732683      8.680333    
  1979.1 0.4781514E-01 0.5877879E-01  6.997061      9.357667    
  1979.2 0.5520032E-01 0.5714052E-01  6.673530      9.372333    
  1979.3 0.5891499E-01 0.5868435E-01  5.922457      9.631333    
  1979.4 0.6549386E-01 0.5940129E-01  6.501052      11.80367    
  1980.1 0.6995965E-01 0.6296949E-01  6.405193      13.45867    
  1980.2 0.7242796E-01 0.7323656E-01  5.471690      10.04933    
  1980.3 0.7560262E-01 0.7680771E-01  6.015000      9.235333    
  1980.4 0.7629253E-01 0.7398623E-01  7.000113      13.70967    
  1981.1 0.8148823E-01 0.7426606E-01  5.403027      14.36900    
  1981.2 0.8289546E-01 0.7398937E-01  7.700292      14.82900    
  1981.3 0.8377938E-01 0.7417361E-01  11.61349      15.08733    
  1981.4 0.8451650E-01 0.8241053E-01  13.55117      12.02267    
  1982.1 0.8586312E-01 0.8843563E-01  14.52832      12.89500    
  1982.2 0.8915832E-01 0.9425762E-01  13.22826      12.35900    
  1982.3 0.9092854E-01 0.9942961E-01  11.26804      9.705333    
  1982.4 0.9151400E-01 0.1067659      10.07561      7.935000    
  1983.1 0.8806838E-01 0.1039701      9.543737      8.081333    
  1983.2 0.8323171E-01 0.1010214      9.642666      8.420667    
  1983.3 0.7526378E-01 0.9360138E-01  9.879930      9.186667    
  1983.4 0.7134001E-01 0.8541760E-01  9.668966      8.793333    
  1984.1 0.6926546E-01 0.7871758E-01  9.111137      9.133333    
  1984.2 0.6563616E-01 0.7478733E-01  8.937879      9.843333    
  1984.3 0.6111047E-01 0.7451999E-01  9.036950      10.34333    
  1984.4 0.5988361E-01 0.7283015E-01  8.395911      8.973333    
  1985.1 0.5872488E-01 0.7279936E-01  7.943530      8.183333    
  1985.2 0.5892149E-01 0.7288834E-01  7.862852      7.523333    
  1985.3 0.5378891E-01 0.7210537E-01  7.827072      7.103333    
  1985.4 0.4918946E-01 0.7054201E-01  7.857646      7.146667    
  1986.1 0.4786941E-01 0.7015712E-01  7.350291      6.886667    
  1986.2 0.4474433E-01 0.7180384E-01  7.462244      6.130000    
  1986.3 0.3767017E-01 0.6991001E-01  8.187668      5.533333    
  1986.4 0.3057896E-01 0.6835172E-01  8.640244      5.340000    
  1987.1 0.3031108E-01 0.6620689E-01  9.292028      5.533333    
  1987.2 0.3188577E-01 0.6280795E-01  9.500775      5.733333    
  1987.3 0.3110859E-01 0.6014193E-01  10.77893      6.033333    
  1987.4 0.3029243E-01 0.5868976E-01  9.469222      6.003333    
  1988.1 0.3186800E-01 0.5727587E-01  8.078283      5.760000    
  1988.2 0.3636993E-01 0.5487146E-01  7.917362      6.230000    
  1988.3 0.3888411E-01 0.5492451E-01  8.042846      6.993333    
  1988.4 0.4018815E-01 0.5350265E-01  7.427608      7.703333    
  1989.1 0.4355862E-01 0.5215423E-01  6.565719      8.533333    
  1989.2 0.4680572E-01 0.5244464E-01  6.185933      8.440000    
  1989.3 0.5259343E-01 0.5277223E-01  5.825907      7.850000    
  1989.4 0.5513873E-01 0.5373561E-01  5.619630      7.633333    
  1990.1 0.5706693E-01 0.5300361E-01  4.937529      7.756667    
  1990.2 0.5824812E-01 0.5337414E-01  4.428858      7.766667    
  1990.3 0.6434011E-01 0.5687498E-01  4.111431      7.493333    
  1990.4 0.6745491E-01 0.6113686E-01  4.037308      7.023333    
  1991.1 0.7125814E-01 0.6574073E-01  3.220467      6.053333    
  1991.2 0.7293848E-01 0.6823443E-01  2.473738      5.593333    
  1991.3 0.7168596E-01 0.6853392E-01  2.082167      5.406667    
  1991.4 0.7138799E-01 0.7096660E-01  1.381089      4.583333    
  1992.1 0.6864281E-01 0.7379080E-01  1.774678      3.910000    
  1992.2 0.6533024E-01 0.7594573E-01  2.410485      3.723333    
  1992.3 0.6186359E-01 0.7626478E-01  2.644334      3.130000    
  1992.4 0.5794028E-01 0.7406133E-01  3.068276      3.076667    
  1993.1 0.5322442E-01 0.7149713E-01  3.222222      2.993333    
  1993.2 0.5181141E-01 0.7068857E-01  3.154572      2.983333    
  1993.3 0.5553222E-01 0.6799552E-01  2.549016      3.020000    
  1993.4 0.5995364E-01 0.6619143E-01  1.968696      3.080000    
  1994.1 0.6091634E-01 0.6555817E-01  1.727752      3.250000    
  1994.2 0.5878255E-01 0.6165512E-01  2.332079      4.036667    
  1994.3 0.5665192E-01 0.6001291E-01  3.164449      4.510000    
  1994.4 0.5515690E-01 0.5619378E-01  4.209238      5.283333    
  1995.1 0.4987761E-01 0.5477964E-01  4.180724      5.780000    
  1995.2 0.4829094E-01 0.5674622E-01  3.446009      5.623333    
  1995.3 0.5102005E-01 0.5658385E-01  3.439801      5.380000    
  1995.4 0.5262770E-01 0.5572015E-01  3.665213      5.270000    
  1996.1 0.5570855E-01 0.5545427E-01  3.492651      4.950000    
  1996.2 0.5841538E-01 0.5470120E-01  2.975907      5.040000    
  1996.3 0.6338653E-01 0.5259294E-01  3.212321      5.136667    
  1996.4 0.6461192E-01 0.5310254E-01  4.218685      4.970000    
  1997.1 0.6489353E-01 0.5223738E-01  3.805104      5.063333    
  1997.2 0.6633291E-01 0.4974959E-01  2.984986      5.073333    
  1997.3 0.7119111E-01 0.4858023E-01  2.250767      5.056667    
  1997.4 0.7580024E-01 0.4680572E-01  1.411463      5.086667    
  1998.1 0.7625752E-01 0.4637954E-01  1.216245      5.053333    
  1998.2 0.7427501E-01 0.4414228E-01  1.619041      4.976667    
  1998.3 0.7144586E-01 0.4528502E-01  2.102222      4.823333    
  1998.4 0.6974172E-01 0.4429607E-01  2.162673      4.253333    
  1999.1 0.6466457E-01 0.4284456E-01  2.442267      4.406667    
  1999.2 0.5902131E-01 0.4248440E-01  3.494805      4.453333    
  1999.3 0.5617913E-01 0.4243400E-01  4.492631      4.650000    
  1999.4 0.5474251E-01 0.4077788E-01  5.424607      5.043333    
  2000.1 0.5015365E-01 0.4048765E-01  5.730591      5.520000    
  2000.2 0.5306565E-01 0.3947782E-01  5.169006      5.713333    
  2000.3 0.6280033E-01 0.4030117E-01  4.153420      6.016667    
  2000.4 0.6891940E-01 0.3918419E-01  3.776187      6.016667    
  2001.1 0.6994093E-01 0.4230321E-01  4.513646      4.816667    
  2001.2 0.7172829E-01 0.4411448E-01  5.592628      3.660000    
  2001.3 0.7652899E-01 0.4819249E-01  5.882672      3.170000    
  2001.4 0.7812540E-01 0.5537421E-01  4.376484      1.906667    
  2002.1 0.7969972E-01 0.5705425E-01  3.189120      1.820000    
  2002.2 0.7688354E-01 0.5845793E-01  3.377508      1.716667    
  2002.3 0.7133063E-01 0.5732000E-01  4.203596      1.643333    
  2002.4 0.7439905E-01 0.5851777E-01  2.041288      1.333333    
  2003.1 0.7491768E-01 0.5873963E-01  1.841358      1.156667    
  2003.2 0.7521892E-01 0.6152488E-01  2.501528      1.043333    
  2003.3 0.7710634E-01 0.6107130E-01  2.153694     0.9300000    
  2003.4 0.8131147E-01 0.5820932E-01  1.208025     0.9166667    
  2004.1 0.8293785E-01 0.5687648E-01 0.4555535     0.9166667    
  2004.2 0.8169051E-01 0.5595400E-01 0.6114197      1.076667    
  2004.3 0.7539034E-01 0.5440757E-01  1.195901      1.486667    
  2004.4 0.7268922E-01 0.5396538E-01  1.432364      2.006667    
  2005.1 0.6970015E-01 0.5292068E-01  1.928605      2.536667    
  2005.2 0.6726625E-01 0.5115378E-01  2.405264      2.863333    
  2005.3 0.6294387E-01 0.4975337E-01  3.591639      3.360000    
  2005.4 0.5920423E-01 0.4964352E-01  3.441365      3.826667    
  2006.1 0.5690881E-01 0.4731667E-01  2.236749      4.393333    
  2006.2 0.5568903E-01 0.4666969E-01  1.097160      4.703333    
  2006.3 0.5778889E-01 0.4655398E-01 0.9493445      4.906667    
  2006.4 0.6313728E-01 0.4466963E-01  0.000000      4.903333    
  2007.1 0.6267871E-01 0.4536088E-01  0.000000      4.983333    
  2007.2 0.5965920E-01 0.4507805E-01 0.8713019      4.736667    
  2007.3 0.6005399E-01 0.4670151E-01  1.141127      4.303333    
  2007.4 0.5846767E-01 0.4813029E-01 0.8147228      3.390000    
  2008.1 0.5804850E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.6359366E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.5914612E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.5631884E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.5904002E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.7001688E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.7081017E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.6870200E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.7546045E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.7342219E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.7045161E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.7376124E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.7248271E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.7693460E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.8268976E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8919262E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.9732430E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1041712     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1089214     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1099130     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1146997     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1175207     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1206805     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1237213     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1210954     0.7353172E-01 0.6828932     0.2222305    
  2014.2 0.1169242     0.7371212E-01 0.9582203     0.2267692    
  2014.3 0.1156643     0.7344075E-01 0.2375229     0.2727381    
  2014.4 0.1176125     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1200496     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1211029     0.7041296E-01  0.000000     0.7056998    
  2015.3 0.1224866     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.1218226     0.6810526E-01  0.000000      1.011500    
  2016.1 0.1164661     0.6720077E-01  0.000000      1.148466    
  2016.2 0.1081030     0.6650839E-01 0.6474240      1.268463    
  2016.3 0.1033719     0.6602361E-01  1.442192      1.370028    
  2016.4 0.9850802E-01 0.6572500E-01  2.466143      1.454232    
  2017.1 0.9203180E-01 0.6557762E-01  2.481536      1.523254    
  2017.2 0.8823067E-01 0.6554472E-01  2.450458      1.579320    
  2017.3 0.8647189E-01 0.6559437E-01  2.537564      1.624370    
  2017.4 0.8641339E-01 0.6569973E-01  2.516288      1.660170    
  2018.1 0.8744945E-01 0.6583532E-01  2.414306      1.688692    
  2018.2 0.9185021E-01 0.6598118E-01 0.2571168      1.711782    
  2018.3 0.8590043E-01 0.6612472E-01  0.000000      1.730742    
  2018.4 0.7613356E-01 0.6625905E-01  2.505976      1.746369    
  2019.1 0.7278248E-01 0.6637441E-01  3.175019      1.759767    
  2019.2 0.6859470E-01 0.6646188E-01  3.263819      1.772234    
  2019.3 0.6300261E-01 0.6651811E-01  3.893484      1.784603    
  2019.4 0.6808261E-01 0.6654506E-01  1.649614      1.797049    
  2020.1 0.7066473E-01 0.6654177E-01 0.8972781      1.809908    
  2020.2 0.8062683E-01 0.6650849E-01 0.5548153      1.823601    
  2020.3 0.8739626E-01 0.6644969E-01  0.000000      1.838160    
  2020.4 0.9262908E-01 0.6637212E-01  0.000000      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.398815443442E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 4 F=  0.359356276922E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.21005005599E-07 -0.13428051344E-06 -0.22002612825E-06

X VALUES

  0.52081169525E+00  0.90545704102E+00 -0.31144444646E-01

MEAN OF DEPENDENT VARIABLE   749999.214715612

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.520811695       0.019245197   27.06190
  2       1.100000000       0.905457041       0.070131343   12.91088
  3      -0.100000000      -0.031144445       0.067251644   -0.46310

SE of equation          =      0.013272341
Sum of squared residuals =  0.359356277E-01   0.139365854    
Sum of ABS residuals     =  0.965889148    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98897

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.291682408668E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     137 IER= 4 F=  0.162722372009E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.17158230175E-06  0.20453715516E-05  0.21958548639E-05

X VALUES

  0.68997865866E+00  0.11085009939E+01 -0.18329251072E+00

MEAN OF DEPENDENT VARIABLE   749999.224895680

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.689978659       0.021697468   31.79996
  2       1.100000000       1.108500994       0.069665724   15.91171
  3      -0.100000000      -0.183292511       0.063580005   -2.88286

SE of equation          =      0.008931174
Sum of squared residuals =  0.162722372E-01   0.490345977E-02
Sum of ABS residuals     =  0.761568676    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99442

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.523301250162E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.449751891910E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.79873712954E-06  0.33894637790E-05  0.20792871451E-05

X VALUES

  0.47537750816E+00  0.11332486864E+01 -0.24385416981E+00

MEAN OF DEPENDENT VARIABLE   749999.253844838

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.475377508       0.031266329   15.20414
  2       1.100000000       1.133248686       0.075158905   15.07804
  3      -0.100000000      -0.243854170       0.070462846   -3.46075

SE of equation          =      0.015305090
Sum of squared residuals =  0.449751892E-01   0.199439450    
Sum of ABS residuals     =  0.999498506    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96817

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.523290842758E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.427422365357E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.27604828713E-05 -0.15876586994E-04 -0.14251076373E-04

X VALUES

  0.52159195536E+00  0.14065135953E+01 -0.43241135934E+00

MEAN OF DEPENDENT VARIABLE   749999.220558989

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.521591955       0.007200530   72.43800
  2       1.100000000       1.406513595       0.063524339   22.14133
  3      -0.100000000      -0.432411359       0.061867605   -6.98930

SE of equation          =      0.014474832
Sum of squared residuals =  0.427422365E-01  -0.521498592    
Sum of ABS residuals     =   1.21444836    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99216

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.344179360402E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.343995562037E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.36665442443E-06  0.54200662299E-05  0.45085083339E-05

X VALUES

  0.56431810293E+00  0.11329468095E+01 -0.19540404765E+00

MEAN OF DEPENDENT VARIABLE   749999.255991529

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.564318103       0.432670514    1.30427
  2       1.100000000       1.132946810       1.915635718    0.59142
  3      -0.100000000      -0.195404048       1.782939042   -0.10960

SE of equation          =      0.410640080
Sum of squared residuals =   34.3995562        6.43474452    
Sum of ABS residuals     =   8.09479419    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95711

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.436539618577E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      99 IER= 4 F=  0.434174151747E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.28979790347E-06  0.63212745707E-06  0.34212083342E-06

X VALUES

  0.49860005002E+00  0.98397121895E+00 -0.16916098809E+00

MEAN OF DEPENDENT VARIABLE   749999.225625086

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.498600050       0.236109911    2.11173
  2       1.100000000       0.983971219       0.338304911    2.90853
  3      -0.100000000      -0.169160988       0.327551792   -0.51644

SE of equation          =      0.145887102
Sum of squared residuals =   4.34174152        2.54406611    
Sum of ABS residuals     =   5.42913499    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94850

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.966907515087E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.816326711042E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.12360603672E-06 -0.12138775214E-05 -0.11351786545E-05

X VALUES

  0.86281055789E+00  0.73201724778E+00  0.25513551573E+00

MEAN OF DEPENDENT VARIABLE   749999.444372046

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.862810558       0.097407370    8.85775
  2       1.100000000       0.732017248       0.080516449    9.09152
  3      -0.100000000       0.255135516       0.080296317    3.17742

SE of equation          =      0.070552122
Sum of squared residuals =  0.816326711       0.962163334    
Sum of ABS residuals     =   5.38113560    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95345

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.380028763042E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     112 IER= 4 F=  0.356194425152E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.88929458285E-06 -0.17385576813E-07  0.16034678308E-05

X VALUES

  0.54331285952E+00  0.92407391456E+00 -0.16941735930E+00

MEAN OF DEPENDENT VARIABLE   749999.285418981

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.543312860       0.054046978   10.05260
  2       1.100000000       0.924073915       0.108671231    8.50339
  3      -0.100000000      -0.169417359       0.107086098   -1.58207

SE of equation          =      0.041785776
Sum of squared residuals =  0.356194425        1.71120239    
Sum of ABS residuals     =   3.72761247    
R squared                =    1.00000
Durbin-Watson statistic  =    1.63016

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.694722715165E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.649206112296E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.64228465393E-07 -0.78899382947E-07 -0.20420795613E-06

X VALUES

  0.64190660754E+00  0.97341561703E+00 -0.98855896075E-01

MEAN OF DEPENDENT VARIABLE   749999.294900715

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.641906608       0.137082322    4.68264
  2       1.100000000       0.973415617       0.080633152   12.07215
  3      -0.100000000      -0.098855896       0.082382900   -1.19996

SE of equation          =      0.062917198
Sum of squared residuals =  0.649206112        1.45920408    
Sum of ABS residuals     =   3.79190984    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92181

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.340584585408E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.296149052386E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.18244058462E-06 -0.32930546852E-05 -0.19212921650E-05

X VALUES

  0.16756201229E+00  0.88496825506E+00  0.20914573180E-01

MEAN OF DEPENDENT VARIABLE   749999.290251867

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.167562012       0.096538455    1.73570
  2       1.100000000       0.884968255       0.085574995   10.34144
  3      -0.100000000       0.020914573       0.087397344    0.23930

SE of equation          =      0.043570533
Sum of squared residuals =  0.296149052        1.23065919    
Sum of ABS residuals     =   3.01746513    
R squared                =    1.00000
Durbin-Watson statistic  =    1.74683

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.470950276019E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     108 IER= 4 F=  0.381371565474E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.16016671941E-04  0.15334401743E-05  0.12738613638E-06

X VALUES

  0.48882647220E+00  0.86433805776E+00 -0.41549137306E+00

MEAN OF DEPENDENT VARIABLE   749999.275369012

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.488826472       0.035977972   13.58683
  2       1.100000000       0.864338058       0.093802463    9.21445
  3      -0.100000000      -0.415491373       0.090182921   -4.60721

SE of equation          =      0.043237350
Sum of squared residuals =  0.381371565        2.14182542    
Sum of ABS residuals     =   4.01035521    
R squared                =    1.00000
Durbin-Watson statistic  =    1.66154

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.543725807699E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      45 IER= 3 F=  0.532808354964E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.15315924115E-11  0.00000000000E+00

X VALUES

  0.11326273642E+01 -0.25680081777E+00

MEAN OF DEPENDENT VARIABLE   749999.255675533

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.132627364       0.193526065    5.85258
  2      -0.100000000      -0.256800818       0.191866709   -1.33843

SE of equation          =      0.021431695
Sum of squared residuals =  0.532808355E-01   0.529975286    
Sum of ABS residuals     =   1.03841086    
R squared                =    1.00000
Durbin-Watson statistic  =    1.30849

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.212784490941E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.205997131103E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.12245269268E-11  0.36573213806E-11

X VALUES

  0.10199864742E+01 -0.11383567122E+00

MEAN OF DEPENDENT VARIABLE   749999.219991701

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.019986474       0.105070357    9.70765
  2      -0.100000000      -0.113835671       0.101186931   -1.12500

SE of equation          =      0.031777191
Sum of squared residuals =  0.205997131       0.613455405    
Sum of ABS residuals     =   3.08597587    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68442

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4883965E-01 0.5234225E-01  1.728358      1.083667    
  1954.2 0.5792582E-01 0.5783462E-01  1.512743     0.8143333    
  1954.3 0.6269420E-01 0.5970489E-01  1.156493     0.8696667    
  1954.4 0.6573954E-01 0.5361334E-01  1.076323      1.036333    
  1955.1 0.6743813E-01 0.4710636E-01  1.620219      1.256333    
  1955.2 0.6352268E-01 0.4380454E-01  2.077547      1.614333    
  1955.3 0.5872252E-01 0.4109694E-01  2.052185      1.861333    
  1955.4 0.6006477E-01 0.4208878E-01  1.873459      2.349333    
  1956.1 0.6420103E-01 0.4031458E-01  2.099386      2.379333    
  1956.2 0.6153559E-01 0.4190614E-01  2.353456      2.596667    
  1956.3 0.6043110E-01 0.4128671E-01  2.184339      2.596667    
  1956.4 0.6306737E-01 0.4100540E-01  1.797424      3.063667    
  1957.1 0.6529246E-01 0.3946671E-01  1.503385      3.171667    
  1957.2 0.7425077E-01 0.4062513E-01  0.000000      3.157000    
  1957.3 0.7132714E-01 0.4207225E-01  0.000000      3.382333    
  1957.4 0.6014380E-01 0.4923487E-01  2.452476      3.343333    
  1958.1 0.4853578E-01 0.6275076E-01  5.172930      1.838000    
  1958.2 0.4018370E-01 0.7359928E-01  6.038116      1.017667    
  1958.3 0.3366204E-01 0.7309055E-01  5.937579      1.710667    
  1958.4 0.3098830E-01 0.6352766E-01  6.149185      2.787667    
  1959.1 0.3162428E-01 0.5798631E-01  6.312829      2.800333    
  1959.2 0.3206280E-01 0.5104500E-01  5.819773      3.019333    
  1959.3 0.5223851E-01 0.5287044E-01  3.827698      3.533000    
  1959.4 0.6427489E-01 0.5592834E-01  1.607626      4.299333    
  1960.1 0.7005104E-01 0.5159512E-01 0.4700352      3.943000    
  1960.2 0.7159809E-01 0.5225835E-01 0.7800315      3.092333    
  1960.3 0.6789344E-01 0.5549938E-01  1.348296      2.390333    
  1960.4 0.6115484E-01 0.6251647E-01  1.718556      2.360667    
  1961.1 0.5417483E-01 0.6773354E-01  3.062748      2.376667    
  1961.2 0.4791182E-01 0.6971717E-01  3.703867      2.324667    
  1961.3 0.4027923E-01 0.6749309E-01  3.398644      2.324667    
  1961.4 0.3841962E-01 0.6171891E-01  3.782510      2.475000    
  1962.1 0.3010855E-01 0.5614436E-01  5.114974      2.739000    
  1962.2 0.2773577E-01 0.5482584E-01  5.777671      2.716000    
  1962.3 0.2799098E-01 0.5539051E-01  6.047900      2.858000    
  1962.4 0.3109862E-01 0.5505923E-01  6.300221      2.803333    
  1963.1 0.3569585E-01 0.5779253E-01  6.360484      2.909000    
  1963.2 0.3762950E-01 0.5680856E-01  6.218236      2.941333    
  1963.3 0.3963861E-01 0.5493742E-01  6.348461      3.280667    
  1963.4 0.3735700E-01 0.5572673E-01  5.402617      3.499333    
  1964.1 0.4608820E-01 0.5457706E-01  4.529349      3.538000    
  1964.2 0.4809869E-01 0.5220257E-01  4.621640      3.481333    
  1964.3 0.4854107E-01 0.4989598E-01  5.562169      3.504000    
  1964.4 0.4651456E-01 0.4953597E-01  6.063807      3.685000    
  1965.1 0.5015799E-01 0.4871666E-01  5.214907      3.899667    
  1965.2 0.5381655E-01 0.4655354E-01  4.361962      3.879000    
  1965.3 0.5100495E-01 0.4351989E-01  4.477427      3.859667    
  1965.4 0.4744299E-01 0.4102298E-01  4.952571      4.158667    
  1966.1 0.4530398E-01 0.3848268E-01  5.634870      4.630667    
  1966.2 0.4553925E-01 0.3807639E-01  5.095662      4.597333    
  1966.3 0.4601710E-01 0.3750700E-01  4.614707      5.047667    
  1966.4 0.4335743E-01 0.3683286E-01  5.075237      5.246000    
  1967.1 0.3967425E-01 0.3809930E-01  5.688117      4.533667    
  1967.2 0.4456020E-01 0.3806934E-01  5.102448      3.657333    
  1967.3 0.4847650E-01 0.3784696E-01  3.770397      4.344667    
  1967.4 0.5287483E-01 0.3915978E-01  3.177899      4.787333    
  1968.1 0.5275038E-01 0.3728355E-01  3.289795      5.064667    
  1968.2 0.4932136E-01 0.3537721E-01  3.859953      5.510000    
  1968.3 0.4693018E-01 0.3510557E-01  4.338915      5.226333    
  1968.4 0.4876221E-01 0.3392130E-01  4.407539      5.580667    
  1969.1 0.5102161E-01 0.3376971E-01  3.286241      6.137667    
  1969.2 0.5425150E-01 0.3424592E-01  1.716663      6.240000    
  1969.3 0.5986349E-01 0.3590757E-01  1.000546      7.046667    
  1969.4 0.6814579E-01 0.3581941E-01  0.000000      7.317667    
  1970.1 0.6823226E-01 0.4159508E-01 0.5374649      7.262667    
  1970.2 0.6699905E-01 0.4746577E-01  1.546343      6.752333    
  1970.3 0.6042343E-01 0.5169088E-01  3.448505      6.374667    
  1970.4 0.5345125E-01 0.5802797E-01  4.144136      5.358333    
  1971.1 0.4823713E-01 0.5914467E-01  5.108731      3.863333    
  1971.2 0.4711444E-01 0.5907857E-01  5.727101      4.206000    
  1971.3 0.4621397E-01 0.5983336E-01  5.875773      5.050333    
  1971.4 0.4663884E-01 0.5954344E-01  6.253877      4.234333    
  1972.1 0.4872831E-01 0.5768041E-01  6.435159      3.435333    
  1972.2 0.5379160E-01 0.5658509E-01  6.716002      3.748333    
  1972.3 0.5634865E-01 0.5584112E-01  8.012301      4.241333    
  1972.4 0.5761043E-01 0.5304486E-01  6.882822      4.851333    
  1973.1 0.6125963E-01 0.4950510E-01  6.072738      5.639667    
  1973.2 0.6501486E-01 0.4889844E-01  5.769687      6.608333    
  1973.3 0.6938490E-01 0.4793204E-01  5.822320      8.388333    
  1973.4 0.7075420E-01 0.4769321E-01  6.061195      7.461667    
  1974.1 0.7500595E-01 0.5085049E-01  5.588580      7.600333    
  1974.2 0.7767817E-01 0.5161500E-01  5.122347      8.268000    
  1974.3 0.8470209E-01 0.5583721E-01  5.011195      8.286333    
  1974.4 0.8732489E-01 0.6556479E-01  5.058044      7.336000    
  1975.1 0.9405659E-01 0.8217515E-01  4.552802      5.873333    
  1975.2 0.9178468E-01 0.8828988E-01  4.665364      5.400667    
  1975.3 0.8131258E-01 0.8467753E-01  5.975539      6.336667    
  1975.4 0.7365007E-01 0.8259670E-01  5.809912      5.684333    
  1976.1 0.6976119E-01 0.7723461E-01  5.170154      4.953333    
  1976.2 0.6471769E-01 0.7526804E-01  5.921625      5.168667    
  1976.3 0.5952130E-01 0.7700112E-01  7.258804      5.168667    
  1976.4 0.6397806E-01 0.7733424E-01  5.019353      4.698000    
  1977.1 0.7007365E-01 0.7493048E-01  3.317111      4.624000    
  1977.2 0.7542096E-01 0.7104693E-01  3.518910      4.828667    
  1977.3 0.8343524E-01 0.6864221E-01  3.623455      5.472000    
  1977.4 0.8678111E-01 0.6612385E-01  3.597132      6.137000    
  1978.1 0.8745580E-01 0.6326666E-01  3.499954      6.408000    
  1978.2 0.8319345E-01 0.5999476E-01  3.850965      6.481000    
  1978.3 0.7591228E-01 0.6021465E-01  4.378030      7.315333    
  1978.4 0.6731209E-01 0.5883992E-01  5.188179      8.680333    
  1979.1 0.5989117E-01 0.5877879E-01  7.085331      9.357667    
  1979.2 0.5191272E-01 0.5714052E-01  8.327196      9.372333    
  1979.3 0.4780249E-01 0.5868435E-01  8.487642      9.631333    
  1979.4 0.5239643E-01 0.5940129E-01  12.22766      11.80367    
  1980.1 0.5969218E-01 0.6296949E-01  10.08769      13.45867    
  1980.2 0.6575624E-01 0.7323656E-01  6.281565      10.04933    
  1980.3 0.7446604E-01 0.7680771E-01  7.055337      9.235333    
  1980.4 0.7877491E-01 0.7398623E-01  12.35080      13.70967    
  1981.1 0.8460751E-01 0.7426606E-01  14.11459      14.36900    
  1981.2 0.8904898E-01 0.7398937E-01  12.23064      14.82900    
  1981.3 0.9684747E-01 0.7417361E-01  9.245111      15.08733    
  1981.4 0.9907892E-01 0.8241053E-01  8.175223      12.02267    
  1982.1 0.1012575     0.8843563E-01  13.77374      12.89500    
  1982.2 0.1079724     0.9425762E-01  12.78520      12.35900    
  1982.3 0.1119422     0.9942961E-01  6.517652      9.705333    
  1982.4 0.1137014     0.1067659      4.166523      7.935000    
  1983.1 0.1087815     0.1039701      6.116206      8.081333    
  1983.2 0.1055889     0.1010214      7.882776      8.420667    
  1983.3 0.1017161     0.9360138E-01  8.289640      9.186667    
  1983.4 0.9690207E-01 0.8541760E-01  6.855224      8.793333    
  1984.1 0.9131837E-01 0.7871758E-01  6.961205      9.133333    
  1984.2 0.8450574E-01 0.7478733E-01  7.966745      9.843333    
  1984.3 0.7685353E-01 0.7451999E-01  8.602573      10.34333    
  1984.4 0.6841314E-01 0.7283015E-01  8.832382      8.973333    
  1985.1 0.6441872E-01 0.7279936E-01  9.233518      8.183333    
  1985.2 0.5933650E-01 0.7288834E-01  9.235914      7.523333    
  1985.3 0.5509481E-01 0.7210537E-01  9.525869      7.103333    
  1985.4 0.5159561E-01 0.7054201E-01  10.11295      7.146667    
  1986.1 0.4982055E-01 0.7015712E-01  10.82362      6.886667    
  1986.2 0.4668804E-01 0.7180384E-01  10.98284      6.130000    
  1986.3 0.4317549E-01 0.6991001E-01  11.24406      5.533333    
  1986.4 0.4089331E-01 0.6835172E-01  11.55288      5.340000    
  1987.1 0.4904183E-01 0.6620689E-01  11.09086      5.533333    
  1987.2 0.4952348E-01 0.6280795E-01  10.55164      5.733333    
  1987.3 0.4296247E-01 0.6014193E-01  10.98923      6.033333    
  1987.4 0.4270338E-01 0.5868976E-01  9.988339      6.003333    
  1988.1 0.4515936E-01 0.5727587E-01  9.585796      5.760000    
  1988.2 0.4976366E-01 0.5487146E-01  9.627728      6.230000    
  1988.3 0.5167833E-01 0.5492451E-01  10.58589      6.993333    
  1988.4 0.5111550E-01 0.5350265E-01  8.834355      7.703333    
  1989.1 0.5055206E-01 0.5215423E-01  7.407353      8.533333    
  1989.2 0.5129922E-01 0.5244464E-01  7.420485      8.440000    
  1989.3 0.5545216E-01 0.5277223E-01  7.022252      7.850000    
  1989.4 0.5890469E-01 0.5373561E-01  6.060109      7.633333    
  1990.1 0.6344847E-01 0.5300361E-01  5.284770      7.756667    
  1990.2 0.6499792E-01 0.5337414E-01  4.703424      7.766667    
  1990.3 0.6670551E-01 0.5687498E-01  4.248016      7.493333    
  1990.4 0.6904233E-01 0.6113686E-01  3.473348      7.023333    
  1991.1 0.7359590E-01 0.6574073E-01  2.466219      6.053333    
  1991.2 0.7697545E-01 0.6823443E-01  1.904075      5.593333    
  1991.3 0.7856796E-01 0.6853392E-01  1.433620      5.406667    
  1991.4 0.8078022E-01 0.7096660E-01 0.4949984      4.583333    
  1992.1 0.7889868E-01 0.7379080E-01  1.143045      3.910000    
  1992.2 0.7802058E-01 0.7594573E-01  2.056040      3.723333    
  1992.3 0.7432718E-01 0.7626478E-01  2.377644      3.130000    
  1992.4 0.7008899E-01 0.7406133E-01  2.615738      3.076667    
  1993.1 0.7559431E-01 0.7149713E-01  2.567577      2.993333    
  1993.2 0.7304503E-01 0.7068857E-01  2.717936      2.983333    
  1993.3 0.6475505E-01 0.6799552E-01  3.391872      3.020000    
  1993.4 0.6391345E-01 0.6619143E-01  2.752260      3.080000    
  1994.1 0.6533463E-01 0.6555817E-01  2.490897      3.250000    
  1994.2 0.7223507E-01 0.6165512E-01 0.1537940      4.036667    
  1994.3 0.6801385E-01 0.6001291E-01  0.000000      4.510000    
  1994.4 0.6039591E-01 0.5619378E-01  2.449652      5.283333    
  1995.1 0.5134610E-01 0.5477964E-01  3.991944      5.780000    
  1995.2 0.4787735E-01 0.5674622E-01  3.938646      5.623333    
  1995.3 0.4327298E-01 0.5658385E-01  4.650854      5.380000    
  1995.4 0.4252986E-01 0.5572015E-01  4.394333      5.270000    
  1996.1 0.4160614E-01 0.5545427E-01  3.926339      4.950000    
  1996.2 0.4345020E-01 0.5470120E-01  3.684803      5.040000    
  1996.3 0.4774204E-01 0.5259294E-01  3.107118      5.136667    
  1996.4 0.5170240E-01 0.5310254E-01  2.592691      4.970000    
  1997.1 0.6042530E-01 0.5223738E-01  1.866484      5.063333    
  1997.2 0.6065922E-01 0.4974959E-01  1.869837      5.073333    
  1997.3 0.5848168E-01 0.4858023E-01  3.026807      5.056667    
  1997.4 0.5618729E-01 0.4680572E-01  3.381323      5.086667    
  1998.1 0.5910337E-01 0.4637954E-01  2.729151      5.053333    
  1998.2 0.6018364E-01 0.4414228E-01  2.230646      4.976667    
  1998.3 0.5930702E-01 0.4528502E-01  2.407985      4.823333    
  1998.4 0.6124963E-01 0.4429607E-01  2.030137      4.253333    
  1999.1 0.6051827E-01 0.4284456E-01  2.778506      4.406667    
  1999.2 0.6137258E-01 0.4248440E-01  3.372654      4.453333    
  1999.3 0.5816445E-01 0.4243400E-01  4.458058      4.650000    
  1999.4 0.5685227E-01 0.4077788E-01  4.148380      5.043333    
  2000.1 0.4873311E-01 0.4048765E-01  5.249422      5.520000    
  2000.2 0.4903447E-01 0.3947782E-01  5.672497      5.713333    
  2000.3 0.5361221E-01 0.4030117E-01  5.030809      6.016667    
  2000.4 0.5595770E-01 0.3918419E-01  4.458334      6.016667    
  2001.1 0.5932008E-01 0.4230321E-01  4.446467      4.816667    
  2001.2 0.6200520E-01 0.4411448E-01  4.299036      3.660000    
  2001.3 0.6444697E-01 0.4819249E-01  3.982309      3.170000    
  2001.4 0.6446531E-01 0.5537421E-01  4.002415      1.906667    
  2002.1 0.6280541E-01 0.5705425E-01  4.750538      1.820000    
  2002.2 0.6124729E-01 0.5845793E-01  4.699835      1.716667    
  2002.3 0.6046467E-01 0.5732000E-01  4.275235      1.643333    
  2002.4 0.5833493E-01 0.5851777E-01  4.539071      1.333333    
  2003.1 0.6191160E-01 0.5873963E-01  4.096076      1.156667    
  2003.2 0.6075579E-01 0.6152488E-01  3.867060      1.043333    
  2003.3 0.5778346E-01 0.6107130E-01  4.771124     0.9300000    
  2003.4 0.5443710E-01 0.5820932E-01  5.074476     0.9166667    
  2004.1 0.6030695E-01 0.5687648E-01  4.530572     0.9166667    
  2004.2 0.5669765E-01 0.5595400E-01  4.694971      1.076667    
  2004.3 0.4419117E-01 0.5440757E-01  5.754968      1.486667    
  2004.4 0.4398827E-01 0.5396538E-01  4.961195      2.006667    
  2005.1 0.4462885E-01 0.5292068E-01  3.895134      2.536667    
  2005.2 0.4627711E-01 0.5115378E-01  3.964408      2.863333    
  2005.3 0.4626054E-01 0.4975337E-01  4.243280      3.360000    
  2005.4 0.4804941E-01 0.4964352E-01  3.821348      3.826667    
  2006.1 0.4713713E-01 0.4731667E-01  3.193579      4.393333    
  2006.2 0.4860029E-01 0.4666969E-01  3.412531      4.703333    
  2006.3 0.4851289E-01 0.4655398E-01  3.798867      4.906667    
  2006.4 0.4972777E-01 0.4466963E-01  3.395283      4.903333    
  2007.1 0.5289783E-01 0.4536088E-01  2.814084      4.983333    
  2007.2 0.5655828E-01 0.4507805E-01  2.401566      4.736667    
  2007.3 0.5759593E-01 0.4670151E-01  2.144507      4.303333    
  2007.4 0.6054455E-01 0.4813029E-01  1.453309      3.390000    
  2008.1 0.6077213E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.6391608E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6597493E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.7152860E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7844889E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8409827E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9047941E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9385287E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9920601E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1025647     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1083480     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1088894     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1073618     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1081299     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1087041     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1084660     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1075793     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1028412     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1020707     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.9902744E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1017930     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1051305     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1083056     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1092487     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1090361     0.7353172E-01  0.000000     0.2222305    
  2014.2 0.1088465     0.7371212E-01  0.000000     0.2267692    
  2014.3 0.1112099     0.7344075E-01  0.000000     0.2727381    
  2014.4 0.1118879     0.7270034E-01  0.000000     0.3896289    
  2015.1 0.1101132     0.7163268E-01  0.000000     0.5446822    
  2015.2 0.1072718     0.7041296E-01 0.4143029E-01 0.7056998    
  2015.3 0.1076775     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.1058882     0.6810526E-01  0.000000      1.011500    
  2016.1 0.9947509E-01 0.6720077E-01 0.9467034      1.148466    
  2016.2 0.9480615E-01 0.6650839E-01  1.828440      1.268463    
  2016.3 0.9018931E-01 0.6602361E-01  2.103779      1.370028    
  2016.4 0.8475817E-01 0.6572500E-01  2.328484      1.454232    
  2017.1 0.8396432E-01 0.6557762E-01  1.390566      1.523254    
  2017.2 0.8348060E-01 0.6554472E-01 0.1394140      1.579320    
  2017.3 0.8522318E-01 0.6559437E-01  0.000000      1.624370    
  2017.4 0.8987209E-01 0.6569973E-01  0.000000      1.660170    
  2018.1 0.8777134E-01 0.6583532E-01 0.4383837      1.688692    
  2018.2 0.8750175E-01 0.6598118E-01 0.7392162      1.711782    
  2018.3 0.8727389E-01 0.6612472E-01 0.8570775      1.730742    
  2018.4 0.8610180E-01 0.6625905E-01 0.8641893      1.746369    
  2019.1 0.8420293E-01 0.6637441E-01 0.5997873      1.759767    
  2019.2 0.7991602E-01 0.6646188E-01  1.198487      1.772234    
  2019.3 0.7821598E-01 0.6651811E-01  2.052582      1.784603    
  2019.4 0.7685812E-01 0.6654506E-01  3.058481      1.797049    
  2020.1 0.7791994E-01 0.6654177E-01  2.541069      1.809908    
  2020.2 0.8021082E-01 0.6650849E-01  1.783022      1.823601    
  2020.3 0.8322563E-01 0.6644969E-01 0.9252201      1.838160    
  2020.4 0.8295729E-01 0.6637212E-01 0.7963223      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.322595380685E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     122 IER= 4 F=  0.303279795408E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.22428174867E-07  0.11541857341E-06  0.10256979710E-06

X VALUES

  0.51765409000E+00  0.12336826328E+01 -0.27650248689E+00

MEAN OF DEPENDENT VARIABLE   749999.218549076

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.517654090       0.022080464   23.44399
  2       1.100000000       1.233682633       0.069341649   17.79137
  3      -0.100000000      -0.276502487       0.069903137   -3.95551

SE of equation          =      0.012192890
Sum of squared residuals =  0.303279795E-01  -0.119598615    
Sum of ABS residuals     =  0.936613958    
R squared                =    1.00000
Durbin-Watson statistic  =    1.80579

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.241430359252E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     123 IER= 4 F=  0.163873331533E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.54689135623E-06  0.88496185719E-06  0.13226813530E-05

X VALUES

  0.65124015740E+00  0.13028648032E+01 -0.33627272619E+00

MEAN OF DEPENDENT VARIABLE   749999.236873173

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.651240157       0.021819013   29.84737
  2       1.100000000       1.302864803       0.065199893   19.98262
  3      -0.100000000      -0.336272726       0.061927177   -5.43013

SE of equation          =      0.008962704
Sum of squared residuals =  0.163873332E-01  -0.124760360    
Sum of ABS residuals     =  0.677469257    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98893

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.570158899017E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.529415391707E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.21833098206E-07  0.85087460352E-06  0.88395400210E-06

X VALUES

  0.48051295114E+00  0.11777486079E+01 -0.23414541437E+00

MEAN OF DEPENDENT VARIABLE   749999.261089788

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.480512951       0.026455812   18.16285
  2       1.100000000       1.177748608       0.072648248   16.21166
  3      -0.100000000      -0.234145414       0.071464330   -3.27640

SE of equation          =      0.016605336
Sum of squared residuals =  0.529415392E-01   0.635921747E-01
Sum of ABS residuals     =   1.17384792    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95208

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.449874684892E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.379915049527E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.25844669737E-05  0.16097950120E-04  0.14154815321E-04

X VALUES

  0.49057291433E+00  0.12756813248E+01 -0.31252249008E+00

MEAN OF DEPENDENT VARIABLE   749999.260310459

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.490572914       0.010901615   45.00002
  2       1.100000000       1.275681325       0.067023497   19.03334
  3      -0.100000000      -0.312522490       0.064453153   -4.84883

SE of equation          =      0.013646716
Sum of squared residuals =  0.379915050E-01  -0.120471976    
Sum of ABS residuals     =   1.17674379    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99761

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.541818743605E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.541707306358E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.13954056997E-06 -0.20991748767E-04 -0.22551705005E-04

X VALUES

  0.53186095899E+00  0.11983426297E+01 -0.23815790394E+00

MEAN OF DEPENDENT VARIABLE   749999.257602611

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.531860959       0.465166930    1.14338
  2       1.100000000       1.198342630       2.151782977    0.55691
  3      -0.100000000      -0.238157904       2.054788839   -0.11590

SE of equation          =      0.515308449
Sum of squared residuals =   54.1707306        7.87309151    
Sum of ABS residuals     =   9.69043539    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96827

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.166547575749E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      77 IER= 4 F=  0.161106647752E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.40899249261E-05  0.12039856846E-06  0.92936626934E-06

X VALUES

  0.50508775143E+00  0.77922245456E+00 -0.19772838407E-01

MEAN OF DEPENDENT VARIABLE   749999.223650570

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.505087751       0.147214726    3.43096
  2       1.100000000       0.779222455       0.166111465    4.69096
  3      -0.100000000      -0.019772838       0.160474385   -0.12321

SE of equation          =      0.088867231
Sum of squared residuals =   1.61106648        1.61432451    
Sum of ABS residuals     =   5.03636337    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93141

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.556882579346E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.519020061366E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.83968305730E-07  0.57574244813E-06  0.87184506545E-06

X VALUES

  0.70527740606E+00  0.12458758876E+01 -0.25258340461E+00

MEAN OF DEPENDENT VARIABLE   749999.493429839

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.705277406       0.085833722    8.21679
  2       1.100000000       1.245875888       0.082670830   15.07032
  3      -0.100000000      -0.252583405       0.082682826   -3.05485

SE of equation          =      0.056256168
Sum of squared residuals =  0.519020061        1.16733872    
Sum of ABS residuals     =   4.17706575    
R squared                =    1.00000
Durbin-Watson statistic  =    1.87492

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.376593894862E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      79 IER= 4 F=  0.345832053931E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.21564212881E-04  0.45591383651E-05  0.35585274018E-05

X VALUES

  0.56321341494E+00  0.98545868295E+00 -0.24001216369E+00

MEAN OF DEPENDENT VARIABLE   749999.286726956

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.563213415       0.054583104   10.31846
  2       1.100000000       0.985458683       0.102236755    9.63899
  3      -0.100000000      -0.240012164       0.104730180   -2.29172

SE of equation          =      0.041173476
Sum of squared residuals =  0.345832054        1.64710201    
Sum of ABS residuals     =   3.73964533    
R squared                =    1.00000
Durbin-Watson statistic  =    1.62418

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.599603843359E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      95 IER= 4 F=  0.435160652490E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.20327788889E-05 -0.23762141233E-05 -0.36780611981E-06

X VALUES

  0.95323797302E+00  0.62530403699E+00  0.24994202572E+00

MEAN OF DEPENDENT VARIABLE   749999.268843817

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.953237973       0.092226157   10.33587
  2       1.100000000       0.625304037       0.079585671    7.85699
  3      -0.100000000       0.249942026       0.080681020    3.09790

SE of equation          =      0.051511345
Sum of squared residuals =  0.435160652       0.427777340    
Sum of ABS residuals     =   3.29458099    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94960

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.477851630331E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.367653679287E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.38347991298E-05 -0.15148606115E-04 -0.17938966123E-04

X VALUES

 -0.72571683154E-01  0.83169585773E+00  0.84558473712E-01

MEAN OF DEPENDENT VARIABLE   749999.247728947

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000      -0.072571683       0.094425704   -0.76856
  2       1.100000000       0.831695858       0.080196909   10.37067
  3      -0.100000000       0.084558474       0.081145672    1.04206

SE of equation          =      0.048546414
Sum of squared residuals =  0.367653679       0.498783523    
Sum of ABS residuals     =   3.49430596    
R squared                =    1.00000
Durbin-Watson statistic  =    1.88878

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.498977769010E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.373018584948E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.37307510446E-05  0.92714841424E-07 -0.42145172555E-05

X VALUES

  0.53966803789E+00  0.96346783140E+00 -0.49502049950E+00

MEAN OF DEPENDENT VARIABLE   749999.276920543

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.539668038       0.037272558   14.47896
  2       1.100000000       0.963467831       0.082198001   11.72130
  3      -0.100000000      -0.495020499       0.080100094   -6.18002

SE of equation          =      0.042761226
Sum of squared residuals =  0.373018585        1.42843911    
Sum of ABS residuals     =   4.32559442    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68175

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.726868230527E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.700664474306E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.39513904062E-10  0.41169692478E-10

X VALUES

  0.12187083215E+01 -0.28652435631E+00

MEAN OF DEPENDENT VARIABLE   749999.257357592

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.218708321       0.149493591    8.15224
  2      -0.100000000      -0.286524356       0.144209264   -1.98687

SE of equation          =      0.024576841
Sum of squared residuals =  0.700664474E-01   0.650691720    
Sum of ABS residuals     =   1.24918505    
R squared                =    1.00000
Durbin-Watson statistic  =    1.30332

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.243045629175E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      41 IER= 3 F=  0.232698924049E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.27344177874E-10  0.30629560735E-10

X VALUES

  0.83741226335E+00  0.12686373859E+00

MEAN OF DEPENDENT VARIABLE   749999.289338843

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       0.837412263       0.098766020    8.47875
  2      -0.100000000       0.126863739       0.097101631    1.30650

SE of equation          =      0.033773969
Sum of squared residuals =  0.232698924        1.37376380    
Sum of ABS residuals     =   3.04357956    
R squared                =    1.00000
Durbin-Watson statistic  =    1.64693

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4935357E-01 0.5234225E-01 0.4283966      1.083667    
  1954.2 0.5267622E-01 0.5783462E-01 0.6035586     0.8143333    
  1954.3 0.5366152E-01 0.5970489E-01  1.565325     0.8696667    
  1954.4 0.6016405E-01 0.5361334E-01  0.000000      1.036333    
  1955.1 0.6288292E-01 0.4710636E-01  0.000000      1.256333    
  1955.2 0.6520875E-01 0.4380454E-01 0.2256378      1.614333    
  1955.3 0.6428538E-01 0.4109694E-01  0.000000      1.861333    
  1955.4 0.6870908E-01 0.4208878E-01  0.000000      2.349333    
  1956.1 0.6472032E-01 0.4031458E-01 0.7057312      2.379333    
  1956.2 0.5882212E-01 0.4190614E-01  1.574372      2.596667    
  1956.3 0.4806565E-01 0.4128671E-01  3.571746      2.596667    
  1956.4 0.3831395E-01 0.4100540E-01  4.353631      3.063667    
  1957.1 0.2980114E-01 0.3946671E-01  5.693709      3.171667    
  1957.2 0.2878663E-01 0.4062513E-01  6.308908      3.157000    
  1957.3 0.3070692E-01 0.4207225E-01  6.100731      3.382333    
  1957.4 0.3491765E-01 0.4923487E-01  5.710169      3.343333    
  1958.1 0.3680144E-01 0.6275076E-01  5.279877      1.838000    
  1958.2 0.3476487E-01 0.7359928E-01  5.617115      1.017667    
  1958.3 0.3446303E-01 0.7309055E-01  5.946695      1.710667    
  1958.4 0.3836363E-01 0.6352766E-01  5.554537      2.787667    
  1959.1 0.3954998E-01 0.5798631E-01  5.421615      2.800333    
  1959.2 0.4183615E-01 0.5104500E-01  5.433106      3.019333    
  1959.3 0.5357058E-01 0.5287044E-01  5.415905      3.533000    
  1959.4 0.5911327E-01 0.5592834E-01  4.545751      4.299333    
  1960.1 0.6089391E-01 0.5159512E-01  3.756695      3.943000    
  1960.2 0.6108799E-01 0.5225835E-01  3.428955      3.092333    
  1960.3 0.6218640E-01 0.5549938E-01  3.174061      2.390333    
  1960.4 0.6075394E-01 0.6251647E-01  3.391787      2.360667    
  1961.1 0.5690450E-01 0.6773354E-01  4.546493      2.376667    
  1961.2 0.5560279E-01 0.6971717E-01  4.949100      2.324667    
  1961.3 0.5201722E-01 0.6749309E-01  4.911034      2.324667    
  1961.4 0.4764573E-01 0.6171891E-01  5.367013      2.475000    
  1962.1 0.4207124E-01 0.5614436E-01  5.688494      2.739000    
  1962.2 0.4429342E-01 0.5482584E-01  5.098691      2.716000    
  1962.3 0.4448463E-01 0.5539051E-01  4.122538      2.858000    
  1962.4 0.4733185E-01 0.5505923E-01  3.680070      2.803333    
  1963.1 0.4739634E-01 0.5779253E-01  3.815874      2.909000    
  1963.2 0.4799829E-01 0.5680856E-01  3.938991      2.941333    
  1963.3 0.4681444E-01 0.5493742E-01  4.032677      3.280667    
  1963.4 0.4471938E-01 0.5572673E-01  4.429480      3.499333    
  1964.1 0.4220777E-01 0.5457706E-01  4.963790      3.538000    
  1964.2 0.4259848E-01 0.5220257E-01  5.458741      3.481333    
  1964.3 0.4149139E-01 0.4989598E-01  6.842088      3.504000    
  1964.4 0.4060461E-01 0.4953597E-01  5.919619      3.685000    
  1965.1 0.4448806E-01 0.4871666E-01  5.477761      3.899667    
  1965.2 0.4488705E-01 0.4655354E-01  5.528429      3.879000    
  1965.3 0.4474506E-01 0.4351989E-01  6.110737      3.859667    
  1965.4 0.3953152E-01 0.4102298E-01  5.692927      4.158667    
  1966.1 0.3907195E-01 0.3848268E-01  5.350879      4.630667    
  1966.2 0.3901589E-01 0.3807639E-01  5.472012      4.597333    
  1966.3 0.4360050E-01 0.3750700E-01  5.504392      5.047667    
  1966.4 0.4418676E-01 0.3683286E-01  5.748066      5.246000    
  1967.1 0.3800738E-01 0.3809930E-01  5.562650      4.533667    
  1967.2 0.3320140E-01 0.3806934E-01  5.934213      3.657333    
  1967.3 0.3358782E-01 0.3784696E-01  5.948498      4.344667    
  1967.4 0.3283442E-01 0.3915978E-01  5.929432      4.787333    
  1968.1 0.2801655E-01 0.3728355E-01  6.292073      5.064667    
  1968.2 0.2183060E-01 0.3537721E-01  7.150847      5.510000    
  1968.3 0.1423837E-01 0.3510557E-01  8.142297      5.226333    
  1968.4 0.1377444E-01 0.3392130E-01  8.754279      5.580667    
  1969.1 0.7571865E-02 0.3376971E-01  8.978723      6.137667    
  1969.2 0.7226476E-02 0.3424592E-01  8.854703      6.240000    
  1969.3 0.1415371E-01 0.3590757E-01  8.143039      7.046667    
  1969.4 0.2312580E-01 0.3581941E-01  7.341491      7.317667    
  1970.1 0.3119828E-01 0.4159508E-01  6.736365      7.262667    
  1970.2 0.3872655E-01 0.4746577E-01  6.372490      6.752333    
  1970.3 0.4559829E-01 0.5169088E-01  5.487702      6.374667    
  1970.4 0.4630823E-01 0.5802797E-01  5.425600      5.358333    
  1971.1 0.4955322E-01 0.5914467E-01  5.092096      3.863333    
  1971.2 0.5255959E-01 0.5907857E-01  4.964484      4.206000    
  1971.3 0.5470844E-01 0.5983336E-01  4.254587      5.050333    
  1971.4 0.5214399E-01 0.5954344E-01  4.579880      4.234333    
  1972.1 0.5329853E-01 0.5768041E-01  5.730362      3.435333    
  1972.2 0.6229490E-01 0.5658509E-01  3.935686      3.748333    
  1972.3 0.5928410E-01 0.5584112E-01  3.050667      4.241333    
  1972.4 0.5124515E-01 0.5304486E-01  5.767303      4.851333    
  1973.1 0.4224262E-01 0.4950510E-01  7.649227      5.639667    
  1973.2 0.3693242E-01 0.4889844E-01  8.082750      6.608333    
  1973.3 0.3694883E-01 0.4793204E-01  7.952264      8.388333    
  1973.4 0.3826953E-01 0.4769321E-01  8.207907      7.461667    
  1974.1 0.4075005E-01 0.5085049E-01  8.250799      7.600333    
  1974.2 0.4202015E-01 0.5161500E-01  8.247793      8.268000    
  1974.3 0.4359268E-01 0.5583721E-01  8.630912      8.286333    
  1974.4 0.4829701E-01 0.6556479E-01  8.093162      7.336000    
  1975.1 0.5367796E-01 0.8217515E-01  7.104978      5.873333    
  1975.2 0.5416454E-01 0.8828988E-01  7.505282      5.400667    
  1975.3 0.5481313E-01 0.8467753E-01  8.643817      6.336667    
  1975.4 0.6139769E-01 0.8259670E-01  6.223256      5.684333    
  1976.1 0.6532126E-01 0.7723461E-01  5.568832      4.953333    
  1976.2 0.7143474E-01 0.7526804E-01  5.650115      5.168667    
  1976.3 0.7687228E-01 0.7700112E-01  4.731119      5.168667    
  1976.4 0.8656928E-01 0.7733424E-01  3.678060      4.698000    
  1977.1 0.9205569E-01 0.7493048E-01  3.160167      4.624000    
  1977.2 0.9277991E-01 0.7104693E-01  3.274643      4.828667    
  1977.3 0.8873160E-01 0.6864221E-01  3.517488      5.472000    
  1977.4 0.8652333E-01 0.6612385E-01  3.302074      6.137000    
  1978.1 0.8614867E-01 0.6326666E-01  3.136408      6.408000    
  1978.2 0.8145684E-01 0.5999476E-01  3.407097      6.481000    
  1978.3 0.7601475E-01 0.6021465E-01  4.153258      7.315333    
  1978.4 0.6805956E-01 0.5883992E-01  5.116098      8.680333    
  1979.1 0.6045492E-01 0.5877879E-01  7.088642      9.357667    
  1979.2 0.5569123E-01 0.5714052E-01  7.979311      9.372333    
  1979.3 0.5034407E-01 0.5868435E-01  8.437105      9.631333    
  1979.4 0.4935418E-01 0.5940129E-01  12.31209      11.80367    
  1980.1 0.4885439E-01 0.6296949E-01  11.73135      13.45867    
  1980.2 0.5570196E-01 0.7323656E-01  8.048691      10.04933    
  1980.3 0.5679065E-01 0.7680771E-01  8.763739      9.235333    
  1980.4 0.5281627E-01 0.7398623E-01  14.16408      13.70967    
  1981.1 0.5394420E-01 0.7426606E-01  15.03243      14.36900    
  1981.2 0.6042394E-01 0.7398937E-01  13.91606      14.82900    
  1981.3 0.6654636E-01 0.7417361E-01  11.53724      15.08733    
  1981.4 0.7252353E-01 0.8241053E-01  9.333810      12.02267    
  1982.1 0.7760661E-01 0.8843563E-01  10.76396      12.89500    
  1982.2 0.8020039E-01 0.9425762E-01  9.468482      12.35900    
  1982.3 0.8099173E-01 0.9942961E-01  8.682850      9.705333    
  1982.4 0.8212075E-01 0.1067659      8.017757      7.935000    
  1983.1 0.8155566E-01 0.1039701      8.392744      8.081333    
  1983.2 0.7718617E-01 0.1010214      8.985379      8.420667    
  1983.3 0.7369190E-01 0.9360138E-01  8.619745      9.186667    
  1983.4 0.7542347E-01 0.8541760E-01  7.753615      8.793333    
  1984.1 0.7953950E-01 0.7871758E-01  7.209964      9.133333    
  1984.2 0.7851525E-01 0.7478733E-01  7.040885      9.843333    
  1984.3 0.7432177E-01 0.7451999E-01  7.196693      10.34333    
  1984.4 0.6790680E-01 0.7283015E-01  7.589956      8.973333    
  1985.1 0.5862530E-01 0.7279936E-01  8.773412      8.183333    
  1985.2 0.5268877E-01 0.7288834E-01  9.477430      7.523333    
  1985.3 0.4390958E-01 0.7210537E-01  10.68327      7.103333    
  1985.4 0.3843473E-01 0.7054201E-01  10.69786      7.146667    
  1986.1 0.3531414E-01 0.7015712E-01  9.910455      6.886667    
  1986.2 0.3088334E-01 0.7180384E-01  9.991043      6.130000    
  1986.3 0.2563637E-01 0.6991001E-01  10.94316      5.533333    
  1986.4 0.2510371E-01 0.6835172E-01  11.14071      5.340000    
  1987.1 0.2406143E-01 0.6620689E-01  10.58568      5.533333    
  1987.2 0.2720298E-01 0.6280795E-01  9.857367      5.733333    
  1987.3 0.2892535E-01 0.6014193E-01  9.507242      6.033333    
  1987.4 0.3124394E-01 0.5868976E-01  8.856077      6.003333    
  1988.1 0.3594671E-01 0.5727587E-01  8.024098      5.760000    
  1988.2 0.4217131E-01 0.5487146E-01  7.215263      6.230000    
  1988.3 0.4825094E-01 0.5492451E-01  6.042428      6.993333    
  1988.4 0.4923812E-01 0.5350265E-01  5.316348      7.703333    
  1989.1 0.4995771E-01 0.5215423E-01  6.037969      8.533333    
  1989.2 0.5036384E-01 0.5244464E-01  6.615691      8.440000    
  1989.3 0.4633053E-01 0.5277223E-01  6.695341      7.850000    
  1989.4 0.4088837E-01 0.5373561E-01  6.816551      7.633333    
  1990.1 0.3710305E-01 0.5300361E-01  6.973616      7.756667    
  1990.2 0.3229412E-01 0.5337414E-01  7.322320      7.766667    
  1990.3 0.2998524E-01 0.5687498E-01  7.679253      7.493333    
  1990.4 0.3375385E-01 0.6113686E-01  7.462638      7.023333    
  1991.1 0.3312658E-01 0.6574073E-01  6.735555      6.053333    
  1991.2 0.3652036E-01 0.6823443E-01  6.620317      5.593333    
  1991.3 0.3917952E-01 0.6853392E-01  6.378422      5.406667    
  1991.4 0.4413864E-01 0.7096660E-01  5.522150      4.583333    
  1992.1 0.4860769E-01 0.7379080E-01  4.818780      3.910000    
  1992.2 0.5457002E-01 0.7594573E-01  4.490568      3.723333    
  1992.3 0.6191942E-01 0.7626478E-01  4.077311      3.130000    
  1992.4 0.6659476E-01 0.7406133E-01  3.907105      3.076667    
  1993.1 0.7202293E-01 0.7149713E-01  2.613121      2.993333    
  1993.2 0.7481808E-01 0.7068857E-01 0.8710409      2.983333    
  1993.3 0.7812598E-01 0.6799552E-01 0.1115438      3.020000    
  1993.4 0.8316869E-01 0.6619143E-01  0.000000      3.080000    
  1994.1 0.8018060E-01 0.6555817E-01  1.045839      3.250000    
  1994.2 0.7682455E-01 0.6165512E-01  1.800960      4.036667    
  1994.3 0.6982047E-01 0.6001291E-01  2.178414      4.510000    
  1994.4 0.6224987E-01 0.5619378E-01  2.735802      5.283333    
  1995.1 0.6193288E-01 0.5477964E-01  2.755331      5.780000    
  1995.2 0.5754569E-01 0.5674622E-01  3.169621      5.623333    
  1995.3 0.5368358E-01 0.5658385E-01  4.275810      5.380000    
  1995.4 0.5106366E-01 0.5572015E-01  4.631985      5.270000    
  1996.1 0.5450447E-01 0.5545427E-01  3.688675      4.950000    
  1996.2 0.6039426E-01 0.5470120E-01  3.033166      5.040000    
  1996.3 0.6933829E-01 0.5259294E-01  2.479073      5.136667    
  1996.4 0.7466742E-01 0.5310254E-01  2.185845      4.970000    
  1997.1 0.7941367E-01 0.5223738E-01  1.871105      5.063333    
  1997.2 0.7788114E-01 0.4974959E-01  1.683456      5.073333    
  1997.3 0.7770270E-01 0.4858023E-01  1.643787      5.056667    
  1997.4 0.7442783E-01 0.4680572E-01  1.277130      5.086667    
  1998.1 0.6831822E-01 0.4637954E-01  1.348377      5.053333    
  1998.2 0.6483985E-01 0.4414228E-01  1.774812      4.976667    
  1998.3 0.6508741E-01 0.4528502E-01  1.727138      4.823333    
  1998.4 0.6555200E-01 0.4429607E-01  1.206575      4.253333    
  1999.1 0.6569795E-01 0.4284456E-01 0.6358621      4.406667    
  1999.2 0.6555131E-01 0.4248440E-01 0.8021770      4.453333    
  1999.3 0.6497963E-01 0.4243400E-01 0.5914953      4.650000    
  1999.4 0.6219485E-01 0.4077788E-01 0.6758978      5.043333    
  2000.1 0.5488115E-01 0.4048765E-01  1.532534      5.520000    
  2000.2 0.5229472E-01 0.3947782E-01  2.168256      5.713333    
  2000.3 0.5144038E-01 0.4030117E-01  2.244831      6.016667    
  2000.4 0.5277294E-01 0.3918419E-01  2.171773      6.016667    
  2001.1 0.4707810E-01 0.4230321E-01  3.194048      4.816667    
  2001.2 0.4567532E-01 0.4411448E-01  4.191271      3.660000    
  2001.3 0.4741115E-01 0.4819249E-01  4.529172      3.170000    
  2001.4 0.5095824E-01 0.5537421E-01  4.590313      1.906667    
  2002.1 0.5786213E-01 0.5705425E-01  4.229287      1.820000    
  2002.2 0.5874974E-01 0.5845793E-01  3.897091      1.716667    
  2002.3 0.5761210E-01 0.5732000E-01  4.520642      1.643333    
  2002.4 0.5562907E-01 0.5851777E-01  4.978351      1.333333    
  2003.1 0.5595876E-01 0.5873963E-01  4.250697      1.156667    
  2003.2 0.5852706E-01 0.6152488E-01  3.462203      1.043333    
  2003.3 0.6392603E-01 0.6107130E-01  2.766836     0.9300000    
  2003.4 0.6771671E-01 0.5820932E-01  2.046401     0.9166667    
  2004.1 0.6902402E-01 0.5687648E-01  2.210438     0.9166667    
  2004.2 0.6491444E-01 0.5595400E-01  3.361633      1.076667    
  2004.3 0.5884381E-01 0.5440757E-01  4.272735      1.486667    
  2004.4 0.5393316E-01 0.5396538E-01  5.093675      2.006667    
  2005.1 0.5983445E-01 0.5292068E-01  4.165419      2.536667    
  2005.2 0.5932596E-01 0.5115378E-01  3.899385      2.863333    
  2005.3 0.5687472E-01 0.4975337E-01  4.485745      3.360000    
  2005.4 0.6336996E-01 0.4964352E-01  2.025165      3.826667    
  2006.1 0.6399892E-01 0.4731667E-01  1.233122      4.393333    
  2006.2 0.6677359E-01 0.4666969E-01  1.940479      4.703333    
  2006.3 0.6568484E-01 0.4655398E-01  3.451746      4.906667    
  2006.4 0.6478565E-01 0.4466963E-01  3.003693      4.903333    
  2007.1 0.6335561E-01 0.4536088E-01  1.995270      4.983333    
  2007.2 0.6310482E-01 0.4507805E-01  1.962949      4.736667    
  2007.3 0.6589630E-01 0.4670151E-01  2.116960      4.303333    
  2007.4 0.6591240E-01 0.4813029E-01  2.408396      3.390000    
  2008.1 0.6473226E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.6198543E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6247573E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6964904E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7739566E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8679089E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9517749E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.1003771     0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1026485     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1034670     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1039956     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1022128     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9788358E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9314218E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9262817E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.9063202E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8455785E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8377907E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8359951E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.8477788E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.9017620E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9369592E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9731831E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9776690E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.9996423E-01 0.7353172E-01 0.2755040     0.2222305    
  2014.2 0.9722418E-01 0.7371212E-01 0.9560337     0.2267692    
  2014.3 0.9628519E-01 0.7344075E-01  1.394417     0.2727381    
  2014.4 0.9448287E-01 0.7270034E-01  1.902051     0.3896289    
  2015.1 0.9585089E-01 0.7163268E-01  1.442231     0.5446822    
  2015.2 0.1032242     0.7041296E-01 0.8379484E-01 0.7056998    
  2015.3 0.1070777     0.6919799E-01  0.000000     0.8622789    
  2015.4 0.1094388     0.6810526E-01  0.000000      1.011500    
  2016.1 0.1070770     0.6720077E-01  0.000000      1.148466    
  2016.2 0.1054586     0.6650839E-01 0.2586924E-01  1.268463    
  2016.3 0.1003319     0.6602361E-01 0.5758861E-01  1.370028    
  2016.4 0.9468272E-01 0.6572500E-01 0.1357510      1.454232    
  2017.1 0.9301051E-01 0.6557762E-01  0.000000      1.523254    
  2017.2 0.9103645E-01 0.6554472E-01  0.000000      1.579320    
  2017.3 0.8918927E-01 0.6559437E-01  0.000000      1.624370    
  2017.4 0.8471337E-01 0.6569973E-01 0.2310979      1.660170    
  2018.1 0.8320724E-01 0.6583532E-01 0.9597266      1.688692    
  2018.2 0.8635561E-01 0.6598118E-01  1.492342      1.711782    
  2018.3 0.9072081E-01 0.6612472E-01  1.772525      1.730742    
  2018.4 0.9194219E-01 0.6625905E-01 0.6056636      1.746369    
  2019.1 0.9356182E-01 0.6637441E-01 0.1085589      1.759767    
  2019.2 0.9752784E-01 0.6646188E-01  0.000000      1.772234    
  2019.3 0.8971697E-01 0.6651811E-01  0.000000      1.784603    
  2019.4 0.7825991E-01 0.6654506E-01  1.894040      1.797049    
  2020.1 0.7064672E-01 0.6654177E-01  3.542373      1.809908    
  2020.2 0.6592189E-01 0.6650849E-01  3.565936      1.823601    
  2020.3 0.6394618E-01 0.6644969E-01  2.424235      1.838160    
  2020.4 0.6881854E-01 0.6637212E-01  1.967468      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.473786020208E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.420579164487E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.16510918434E-06 -0.92331565385E-07 -0.33310751473E-06

X VALUES

  0.57311027624E+00  0.84162895494E+00  0.61436449720E-01

MEAN OF DEPENDENT VARIABLE   749999.210049337

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.573110276       0.018334789   31.25808
  2       1.100000000       0.841628955       0.074917632   11.23406
  3      -0.100000000       0.061436450       0.071236933    0.86242

SE of equation          =      0.014358491
Sum of squared residuals =  0.420579164E-01   0.824335319E-01
Sum of ABS residuals     =   1.05280538    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99828

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.218041903479E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     142 IER= 4 F=  0.124318811676E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.15119809746E-07  0.61018573096E-06  0.66098138219E-06

X VALUES

  0.67632002821E+00  0.98297548495E+00 -0.39173201157E-01

MEAN OF DEPENDENT VARIABLE   749999.232394152

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.676320028       0.018504780   36.54840
  2       1.100000000       0.982975485       0.070416729   13.95940
  3      -0.100000000      -0.039173201       0.066168752   -0.59202

SE of equation          =      0.007806446
Sum of squared residuals =  0.124318812E-01  -0.800597891E-01
Sum of ABS residuals     =  0.565593675    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99743

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.631004088240E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      86 IER= 4 F=  0.532692268050E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.91265325705E-06 -0.10832318951E-06 -0.12662283431E-06

X VALUES

  0.49401841097E+00  0.10249679437E+01 -0.18689665807E+00

MEAN OF DEPENDENT VARIABLE   749999.246971312

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.494018411       0.028762498   17.17578
  2       1.100000000       1.024967944       0.069728812   14.69935
  3      -0.100000000      -0.186896658       0.065637682   -2.84740

SE of equation          =      0.016656647
Sum of squared residuals =  0.532692268E-01   0.387210406E-01
Sum of ABS residuals     =   1.12273249    
R squared                =    1.00000
Durbin-Watson statistic  =    1.92441

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.345963047744E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     120 IER= 4 F=  0.300185185091E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.24667827335E-08 -0.33222365600E-07 -0.23478385681E-07

X VALUES

  0.56985095132E+00  0.12730498117E+01 -0.29447715905E+00

MEAN OF DEPENDENT VARIABLE   749999.257231261

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.569850951       0.020677886   27.55847
  2       1.100000000       1.273049812       0.069545860   18.30518
  3      -0.100000000      -0.294477159       0.067668043   -4.35179

SE of equation          =      0.012130524
Sum of squared residuals =  0.300185185E-01  -0.296586432    
Sum of ABS residuals     =   1.03674561    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97162

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.506856376533E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     106 IER= 4 F=  0.506714027695E+02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.10218522230E-05  0.15147104045E-04  0.15604600885E-04

X VALUES

  0.52032789506E+00  0.12920357528E+01 -0.33315360445E+00

MEAN OF DEPENDENT VARIABLE   749999.239900962

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.520327895       0.843124247    0.61714
  2       1.100000000       1.292035753       1.959198103    0.65947
  3      -0.100000000      -0.333153604       1.859307501   -0.17918

SE of equation          =      0.498386626
Sum of squared residuals =   50.6714028        7.56364801    
Sum of ABS residuals     =   9.42379313    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96742

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.388627850308E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 3 F=  0.387060044579E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.23693099841E-08 -0.45792138864E-09  0.12377747295E-07

X VALUES

  0.56605063193E+00  0.94069974507E+00 -0.35698641545E-01

MEAN OF DEPENDENT VARIABLE   749999.245173037

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.566050632       0.202804393    2.79112
  2       1.100000000       0.940699745       0.327587104    2.87160
  3      -0.100000000      -0.035698642       0.319186121   -0.11184

SE of equation          =      0.137744443
Sum of squared residuals =   3.87060045        3.20144391    
Sum of ABS residuals     =   5.44679661    
R squared                =    1.00000
Durbin-Watson statistic  =    1.93253

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.713793766453E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      79 IER= 4 F=  0.693487436318E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.16855624655E-06 -0.43962440259E-05 -0.17320896816E-05

X VALUES

  0.55366139682E+00  0.12076200373E+01 -0.23126349795E+00

MEAN OF DEPENDENT VARIABLE   749999.371225807

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.553661397       0.097076505    5.70335
  2       1.100000000       1.207620037       0.081204903   14.87127
  3      -0.100000000      -0.231263498       0.081278519   -2.84532

SE of equation          =      0.065027547
Sum of squared residuals =  0.693487436        1.55920757    
Sum of ABS residuals     =   4.64782213    
R squared                =    1.00000
Durbin-Watson statistic  =    1.89348

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.330442350581E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     112 IER= 4 F=  0.294331612816E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.57166773322E-06  0.56145805018E-07  0.81868844883E-07

X VALUES

  0.55064226953E+00  0.73945570588E+00 -0.11566505761E+00

MEAN OF DEPENDENT VARIABLE   749999.270885494

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.550642270       0.039865584   13.81247
  2       1.100000000       0.739455706       0.111315182    6.64290
  3      -0.100000000      -0.115665058       0.110113866   -1.05041

SE of equation          =      0.037984234
Sum of squared residuals =  0.294331613        1.09939940    
Sum of ABS residuals     =   3.34593318    
R squared                =    1.00000
Durbin-Watson statistic  =    1.70200

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.594431650026E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      87 IER= 3 F=  0.488852534236E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.10317741328E-07  0.14260077421E-07  0.54443315818E-08

X VALUES

  0.43961328581E+00  0.68452351978E+00  0.39255127839E-01

MEAN OF DEPENDENT VARIABLE   749999.266978550

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.439613286       0.119045861    3.69281
  2       1.100000000       0.684523520       0.081402516    8.40912
  3      -0.100000000       0.039255128       0.084198483    0.46622

SE of equation          =      0.054596778
Sum of squared residuals =  0.488852534        1.30895821    
Sum of ABS residuals     =   3.15610995    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94784

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.291015280667E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.198699737705E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.12513289969E-06  0.58367986721E-06  0.49823895056E-06

X VALUES

 -0.61417917310E-01  0.95069718708E+00  0.26572920980E-01

MEAN OF DEPENDENT VARIABLE   749999.286579991

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000      -0.061417917       0.078799632   -0.77942
  2       1.100000000       0.950697187       0.078834118   12.05946
  3      -0.100000000       0.026572921       0.081385825    0.32651

SE of equation          =      0.035689162
Sum of squared residuals =  0.198699738        1.15643865    
Sum of ABS residuals     =   2.62976063    
R squared                =    1.00000
Durbin-Watson statistic  =    1.73046

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.391449942536E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     109 IER= 4 F=  0.327969151951E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.55340375030E-06  0.36638183798E-06 -0.14453663646E-06

X VALUES

  0.52239290024E+00  0.99925518096E+00 -0.41726211700E+00

MEAN OF DEPENDENT VARIABLE   749999.277772516

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.522392900       0.038720637   13.49133
  2       1.100000000       0.999255181       0.091569855   10.91249
  3      -0.100000000      -0.417262117       0.089503398   -4.66197

SE of equation          =      0.040096034
Sum of squared residuals =  0.327969152        1.67696099    
Sum of ABS residuals     =   3.82765041    
R squared                =    1.00000
Durbin-Watson statistic  =    1.68590

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.887652640330E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.862829340143E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.26540279354E-11 -0.40441952873E-11

X VALUES

  0.10980801674E+01 -0.17157662801E+00

MEAN OF DEPENDENT VARIABLE   749999.253295089

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.098080167       0.135154138    8.12465
  2      -0.100000000      -0.171576628       0.133545389   -1.28478

SE of equation          =      0.027273034
Sum of squared residuals =  0.862829340E-01   0.710334181    
Sum of ABS residuals     =   1.35816201    
R squared                =    1.00000
Durbin-Watson statistic  =    1.48612

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.307027430067E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.293943295584E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.75581896078E-11  0.93453304164E-11

X VALUES

  0.10649530306E+01 -0.14849970188E+00

MEAN OF DEPENDENT VARIABLE   749999.262511984

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.064953031       0.086570397   12.30158
  2      -0.100000000      -0.148499702       0.084643759   -1.75441

SE of equation          =      0.037959169
Sum of squared residuals =  0.293943296        1.76263621    
Sum of ABS residuals     =   3.50595197    
R squared                =    1.00000
Durbin-Watson statistic  =    1.64885

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4382129E-01 0.5234225E-01 0.7363233      1.083667    
  1954.2 0.4835283E-01 0.5783462E-01 0.6130230     0.8143333    
  1954.3 0.5423614E-01 0.5970489E-01 0.3802042     0.8696667    
  1954.4 0.5671590E-01 0.5361334E-01 0.3585476E-01  1.036333    
  1955.1 0.5422334E-01 0.4710636E-01 0.2680008      1.256333    
  1955.2 0.5515593E-01 0.4380454E-01 0.3476897      1.614333    
  1955.3 0.5122235E-01 0.4109694E-01 0.7474615E-01  1.861333    
  1955.4 0.4938170E-01 0.4208878E-01 0.1458476      2.349333    
  1956.1 0.4887898E-01 0.4031458E-01 0.2184624      2.379333    
  1956.2 0.4233335E-01 0.4190614E-01  1.508362      2.596667    
  1956.3 0.3633748E-01 0.4128671E-01  3.133965      2.596667    
  1956.4 0.3883711E-01 0.4100540E-01  1.157922      3.063667    
  1957.1 0.3508358E-01 0.3946671E-01 0.9382556      3.171667    
  1957.2 0.3648910E-01 0.4062513E-01  2.076657      3.157000    
  1957.3 0.3863764E-01 0.4207225E-01  2.790641      3.382333    
  1957.4 0.3962280E-01 0.4923487E-01  2.741556      3.343333    
  1958.1 0.3960370E-01 0.6275076E-01  2.892005      1.838000    
  1958.2 0.4353054E-01 0.7359928E-01  2.634005      1.017667    
  1958.3 0.4452364E-01 0.7309055E-01  1.887448      1.710667    
  1958.4 0.4729328E-01 0.6352766E-01  1.494823      2.787667    
  1959.1 0.4797964E-01 0.5798631E-01  1.613817      2.800333    
  1959.2 0.4732859E-01 0.5104500E-01  2.471377      3.019333    
  1959.3 0.6216307E-01 0.5287044E-01  2.167911      3.533000    
  1959.4 0.6793390E-01 0.5592834E-01  2.163990      4.299333    
  1960.1 0.7350265E-01 0.5159512E-01  1.401267      3.943000    
  1960.2 0.7490600E-01 0.5225835E-01 0.6642556      3.092333    
  1960.3 0.7345985E-01 0.5549938E-01 0.5073189      2.390333    
  1960.4 0.7019170E-01 0.6251647E-01 0.4221635      2.360667    
  1961.1 0.6687968E-01 0.6773354E-01 0.3018386      2.376667    
  1961.2 0.6637252E-01 0.6971717E-01 0.4576406      2.324667    
  1961.3 0.6014342E-01 0.6749309E-01 0.8117351      2.324667    
  1961.4 0.5127156E-01 0.6171891E-01  1.502780      2.475000    
  1962.1 0.4458371E-01 0.5614436E-01  3.095772      2.739000    
  1962.2 0.4137684E-01 0.5482584E-01  3.956762      2.716000    
  1962.3 0.3847810E-01 0.5539051E-01  4.193961      2.858000    
  1962.4 0.3832368E-01 0.5505923E-01  4.518766      2.803333    
  1963.1 0.4014696E-01 0.5779253E-01  3.985692      2.909000    
  1963.2 0.4267789E-01 0.5680856E-01  3.866760      2.941333    
  1963.3 0.4773628E-01 0.5493742E-01  3.961207      3.280667    
  1963.4 0.4937455E-01 0.5572673E-01  4.206110      3.499333    
  1964.1 0.5187796E-01 0.5457706E-01  3.976951      3.538000    
  1964.2 0.5269092E-01 0.5220257E-01  3.428780      3.481333    
  1964.3 0.5204712E-01 0.4989598E-01  3.686608      3.504000    
  1964.4 0.4807682E-01 0.4953597E-01  4.692254      3.685000    
  1965.1 0.4441261E-01 0.4871666E-01  5.178300      3.899667    
  1965.2 0.3830980E-01 0.4655354E-01  5.488306      3.879000    
  1965.3 0.3176206E-01 0.4351989E-01  6.196946      3.859667    
  1965.4 0.2908574E-01 0.4102298E-01  6.842816      4.158667    
  1966.1 0.2674916E-01 0.3848268E-01  7.968398      4.630667    
  1966.2 0.2693702E-01 0.3807639E-01  7.946696      4.597333    
  1966.3 0.2800782E-01 0.3750700E-01  6.814429      5.047667    
  1966.4 0.3673076E-01 0.3683286E-01  6.246888      5.246000    
  1967.1 0.3826303E-01 0.3809930E-01  6.401821      4.533667    
  1967.2 0.3695976E-01 0.3806934E-01  6.744526      3.657333    
  1967.3 0.3896476E-01 0.3784696E-01  6.601594      4.344667    
  1967.4 0.3726091E-01 0.3915978E-01  6.285160      4.787333    
  1968.1 0.4067277E-01 0.3728355E-01  6.347427      5.064667    
  1968.2 0.3576132E-01 0.3537721E-01  7.210180      5.510000    
  1968.3 0.2457613E-01 0.3510557E-01  8.486564      5.226333    
  1968.4 0.2453899E-01 0.3392130E-01  8.033524      5.580667    
  1969.1 0.2512927E-01 0.3376971E-01  7.913832      6.137667    
  1969.2 0.3695545E-01 0.3424592E-01  5.327205      6.240000    
  1969.3 0.3630231E-01 0.3590757E-01  4.061075      7.046667    
  1969.4 0.3382343E-01 0.3581941E-01  6.225059      7.317667    
  1970.1 0.3002268E-01 0.4159508E-01  8.030649      7.262667    
  1970.2 0.2824400E-01 0.4746577E-01  8.250876      6.752333    
  1970.3 0.2123250E-01 0.5169088E-01  9.493487      6.374667    
  1970.4 0.1983608E-01 0.5802797E-01  9.764454      5.358333    
  1971.1 0.2087340E-01 0.5914467E-01  9.635591      3.863333    
  1971.2 0.2622798E-01 0.5907857E-01  8.822999      4.206000    
  1971.3 0.3123151E-01 0.5983336E-01  8.179522      5.050333    
  1971.4 0.3124900E-01 0.5954344E-01  8.540416      4.234333    
  1972.1 0.3701096E-01 0.5768041E-01  8.599321      3.435333    
  1972.2 0.4434906E-01 0.5658509E-01  8.328275      3.748333    
  1972.3 0.4951723E-01 0.5584112E-01  8.030012      4.241333    
  1972.4 0.5388867E-01 0.5304486E-01  7.869379      4.851333    
  1973.1 0.5702859E-01 0.4950510E-01  7.055347      5.639667    
  1973.2 0.6037684E-01 0.4889844E-01  6.815038      6.608333    
  1973.3 0.6091980E-01 0.4793204E-01  6.890054      8.388333    
  1973.4 0.6017633E-01 0.4769321E-01  6.840280      7.461667    
  1974.1 0.6547239E-01 0.5085049E-01  6.396837      7.600333    
  1974.2 0.6259331E-01 0.5161500E-01  6.587947      8.268000    
  1974.3 0.5860850E-01 0.5583721E-01  7.987654      8.286333    
  1974.4 0.5370236E-01 0.6556479E-01  8.658584      7.336000    
  1975.1 0.5113026E-01 0.8217515E-01  9.087457      5.873333    
  1975.2 0.5094665E-01 0.8828988E-01  9.635039      5.400667    
  1975.3 0.5822958E-01 0.8467753E-01  10.09889      6.336667    
  1975.4 0.6116841E-01 0.8259670E-01  8.668172      5.684333    
  1976.1 0.6525971E-01 0.7723461E-01  7.577639      4.953333    
  1976.2 0.7074720E-01 0.7526804E-01  6.639622      5.168667    
  1976.3 0.7866870E-01 0.7700112E-01  5.752522      5.168667    
  1976.4 0.8511266E-01 0.7733424E-01  4.074043      4.698000    
  1977.1 0.8743490E-01 0.7493048E-01  3.480909      4.624000    
  1977.2 0.8752887E-01 0.7104693E-01  3.662819      4.828667    
  1977.3 0.8540605E-01 0.6864221E-01  3.672024      5.472000    
  1977.4 0.8141530E-01 0.6612385E-01  3.967495      6.137000    
  1978.1 0.8063053E-01 0.6326666E-01  3.931325      6.408000    
  1978.2 0.7262002E-01 0.5999476E-01  4.878073      6.481000    
  1978.3 0.6400666E-01 0.6021465E-01  6.484620      7.315333    
  1978.4 0.5585145E-01 0.5883992E-01  7.265246      8.680333    
  1979.1 0.5076236E-01 0.5877879E-01  8.076804      9.357667    
  1979.2 0.4888226E-01 0.5714052E-01  8.551194      9.372333    
  1979.3 0.4358328E-01 0.5868435E-01  10.16599      9.631333    
  1979.4 0.4343721E-01 0.5940129E-01  14.30901      11.80367    
  1980.1 0.4345601E-01 0.6296949E-01  14.68248      13.45867    
  1980.2 0.4820209E-01 0.7323656E-01  11.85871      10.04933    
  1980.3 0.5502439E-01 0.7680771E-01  10.88543      9.235333    
  1980.4 0.5927707E-01 0.7398623E-01  11.86180      13.70967    
  1981.1 0.6701046E-01 0.7426606E-01  9.577876      14.36900    
  1981.2 0.7132092E-01 0.7398937E-01  11.26796      14.82900    
  1981.3 0.7568718E-01 0.7417361E-01  11.44706      15.08733    
  1981.4 0.7589543E-01 0.8241053E-01  11.53228      12.02267    
  1982.1 0.8076461E-01 0.8843563E-01  14.12404      12.89500    
  1982.2 0.8576947E-01 0.9425762E-01  12.20344      12.35900    
  1982.3 0.9036048E-01 0.9942961E-01  8.260877      9.705333    
  1982.4 0.9771213E-01 0.1067659      6.710836      7.935000    
  1983.1 0.9540947E-01 0.1039701      6.832322      8.081333    
  1983.2 0.8973172E-01 0.1010214      7.589948      8.420667    
  1983.3 0.8413845E-01 0.9360138E-01  8.101196      9.186667    
  1983.4 0.7924732E-01 0.8541760E-01  8.629134      8.793333    
  1984.1 0.7310738E-01 0.7871758E-01  9.024134      9.133333    
  1984.2 0.6792873E-01 0.7478733E-01  9.097831      9.843333    
  1984.3 0.6310903E-01 0.7451999E-01  9.159502      10.34333    
  1984.4 0.5859121E-01 0.7283015E-01  9.086684      8.973333    
  1985.1 0.5641639E-01 0.7279936E-01  9.560865      8.183333    
  1985.2 0.6024431E-01 0.7288834E-01  7.489377      7.523333    
  1985.3 0.5355628E-01 0.7210537E-01  6.413918      7.103333    
  1985.4 0.4363953E-01 0.7054201E-01  8.878022      7.146667    
  1986.1 0.3487078E-01 0.7015712E-01  9.899196      6.886667    
  1986.2 0.2764048E-01 0.7180384E-01  9.962275      6.130000    
  1986.3 0.2585867E-01 0.6991001E-01  9.924193      5.533333    
  1986.4 0.2588620E-01 0.6835172E-01  9.699140      5.340000    
  1987.1 0.3046553E-01 0.6620689E-01  9.736701      5.533333    
  1987.2 0.3574285E-01 0.6280795E-01  8.731942      5.733333    
  1987.3 0.4047982E-01 0.6014193E-01  8.043469      6.033333    
  1987.4 0.4098208E-01 0.5868976E-01  7.966116      6.003333    
  1988.1 0.4626755E-01 0.5727587E-01  7.555056      5.760000    
  1988.2 0.4943474E-01 0.5487146E-01  6.993618      6.230000    
  1988.3 0.5073127E-01 0.5492451E-01  6.693330      6.993333    
  1988.4 0.5172287E-01 0.5350265E-01  5.888367      7.703333    
  1989.1 0.5184553E-01 0.5215423E-01  5.500451      8.533333    
  1989.2 0.4952694E-01 0.5244464E-01  6.192319      8.440000    
  1989.3 0.4615838E-01 0.5277223E-01  7.113326      7.850000    
  1989.4 0.4418435E-01 0.5373561E-01  7.984683      7.633333    
  1990.1 0.4671118E-01 0.5300361E-01  7.733902      7.756667    
  1990.2 0.4422778E-01 0.5337414E-01  7.555316      7.766667    
  1990.3 0.4433994E-01 0.5687498E-01  8.242368      7.493333    
  1990.4 0.4476439E-01 0.6113686E-01  8.387898      7.023333    
  1991.1 0.4831458E-01 0.6574073E-01  8.031794      6.053333    
  1991.2 0.4992668E-01 0.6823443E-01  7.865716      5.593333    
  1991.3 0.5451944E-01 0.6853392E-01  7.658519      5.406667    
  1991.4 0.5483284E-01 0.7096660E-01  6.155159      4.583333    
  1992.1 0.5873526E-01 0.7379080E-01  5.942936      3.910000    
  1992.2 0.6325712E-01 0.7594573E-01  6.243386      3.723333    
  1992.3 0.6633871E-01 0.7626478E-01  6.099401      3.130000    
  1992.4 0.6970415E-01 0.7406133E-01  5.668524      3.076667    
  1993.1 0.7367040E-01 0.7149713E-01  5.333289      2.993333    
  1993.2 0.7756158E-01 0.7068857E-01  4.874174      2.983333    
  1993.3 0.8058492E-01 0.6799552E-01  4.427410      3.020000    
  1993.4 0.8323472E-01 0.6619143E-01  4.160002      3.080000    
  1994.1 0.8578230E-01 0.6555817E-01  3.704677      3.250000    
  1994.2 0.8441864E-01 0.6165512E-01  3.827296      4.036667    
  1994.3 0.8291394E-01 0.6001291E-01  3.920177      4.510000    
  1994.4 0.7737501E-01 0.5619378E-01  4.588669      5.283333    
  1995.1 0.7409448E-01 0.5477964E-01  4.239472      5.780000    
  1995.2 0.7840543E-01 0.5674622E-01  2.828598      5.623333    
  1995.3 0.8045740E-01 0.5658385E-01  1.356064      5.380000    
  1995.4 0.8266357E-01 0.5572015E-01 0.6086212      5.270000    
  1996.1 0.8110960E-01 0.5545427E-01 0.1522012      4.950000    
  1996.2 0.8046659E-01 0.5470120E-01 0.1806445      5.040000    
  1996.3 0.8145048E-01 0.5259294E-01  0.000000      5.136667    
  1996.4 0.7989095E-01 0.5310254E-01  0.000000      4.970000    
  1997.1 0.7882394E-01 0.5223738E-01  0.000000      5.063333    
  1997.2 0.7464806E-01 0.4974959E-01  0.000000      5.073333    
  1997.3 0.7169047E-01 0.4858023E-01  0.000000      5.056667    
  1997.4 0.7259539E-01 0.4680572E-01  0.000000      5.086667    
  1998.1 0.7385740E-01 0.4637954E-01  0.000000      5.053333    
  1998.2 0.6956533E-01 0.4414228E-01 0.3645902      4.976667    
  1998.3 0.6355204E-01 0.4528502E-01  1.549323      4.823333    
  1998.4 0.5903956E-01 0.4429607E-01  1.918270      4.253333    
  1999.1 0.5778681E-01 0.4284456E-01  3.310437      4.406667    
  1999.2 0.6185652E-01 0.4248440E-01  1.720608      4.453333    
  1999.3 0.5551994E-01 0.4243400E-01 0.8240521      4.650000    
  1999.4 0.4658848E-01 0.4077788E-01  3.221617      5.043333    
  2000.1 0.3746673E-01 0.4048765E-01  5.714827      5.520000    
  2000.2 0.3812899E-01 0.3947782E-01  5.248459      5.713333    
  2000.3 0.4361685E-01 0.4030117E-01  3.874613      6.016667    
  2000.4 0.4597504E-01 0.3918419E-01  3.739885      6.016667    
  2001.1 0.4989058E-01 0.4230321E-01  4.853679      4.816667    
  2001.2 0.5897455E-01 0.4411448E-01  3.157848      3.660000    
  2001.3 0.5623193E-01 0.4819249E-01  1.970512      3.170000    
  2001.4 0.5121689E-01 0.5537421E-01  3.968240      1.906667    
  2002.1 0.4356526E-01 0.5705425E-01  6.643475      1.820000    
  2002.2 0.4089157E-01 0.5845793E-01  6.848057      1.716667    
  2002.3 0.4048673E-01 0.5732000E-01  6.100765      1.643333    
  2002.4 0.4228097E-01 0.5851777E-01  6.213398      1.333333    
  2003.1 0.4781480E-01 0.5873963E-01  5.794381      1.156667    
  2003.2 0.5388393E-01 0.6152488E-01  4.708454      1.043333    
  2003.3 0.5687338E-01 0.6107130E-01  4.054062     0.9300000    
  2003.4 0.6024836E-01 0.5820932E-01  3.236777     0.9166667    
  2004.1 0.6002211E-01 0.5687648E-01  2.756485     0.9166667    
  2004.2 0.6206811E-01 0.5595400E-01  2.670660      1.076667    
  2004.3 0.6419649E-01 0.5440757E-01  2.220595      1.486667    
  2004.4 0.6845453E-01 0.5396538E-01  1.435326      2.006667    
  2005.1 0.7143989E-01 0.5292068E-01  2.087170      2.536667    
  2005.2 0.7083063E-01 0.5115378E-01  2.680552      2.863333    
  2005.3 0.6837753E-01 0.4975337E-01  2.808886      3.360000    
  2005.4 0.6607296E-01 0.4964352E-01  2.950513      3.826667    
  2006.1 0.6277477E-01 0.4731667E-01  3.120805      4.393333    
  2006.2 0.5913329E-01 0.4666969E-01  3.240909      4.703333    
  2006.3 0.5940988E-01 0.4655398E-01  4.300854      4.906667    
  2006.4 0.5844069E-01 0.4466963E-01  5.530800      4.903333    
  2007.1 0.5750322E-01 0.4536088E-01  5.354243      4.983333    
  2007.2 0.5681157E-01 0.4507805E-01  4.636451      4.736667    
  2007.3 0.5857114E-01 0.4670151E-01  5.025196      4.303333    
  2007.4 0.5827112E-01 0.4813029E-01  6.342472      3.390000    
  2008.1 0.5922691E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5993000E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6373485E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.7291314E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.7940890E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.8752104E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9276402E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9561393E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1037266     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1050856     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1058632     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1126973     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1161744     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1209737     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1290884     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1329742     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1341107     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1386653     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1387812     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1376440     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1318066     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1302031     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1276460     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1234224     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1167730     0.7353172E-01 0.7052092E-02 0.2222305    
  2014.2 0.1113405     0.7371212E-01 0.1145594     0.2267692    
  2014.3 0.1047093     0.7344075E-01 0.5283358     0.2727381    
  2014.4 0.9978016E-01 0.7270034E-01 0.8258517     0.3896289    
  2015.1 0.9674533E-01 0.7163268E-01  1.003769     0.5446822    
  2015.2 0.8937070E-01 0.7041296E-01  2.041404     0.7056998    
  2015.3 0.8602746E-01 0.6919799E-01  2.815468     0.8622789    
  2015.4 0.8420555E-01 0.6810526E-01  3.349096      1.011500    
  2016.1 0.8827899E-01 0.6720077E-01  2.759120      1.148466    
  2016.2 0.9216543E-01 0.6650839E-01  1.448097      1.268463    
  2016.3 0.9508134E-01 0.6602361E-01 0.7828584      1.370028    
  2016.4 0.9563569E-01 0.6572500E-01 0.8888952      1.454232    
  2017.1 0.9368822E-01 0.6557762E-01  1.548067      1.523254    
  2017.2 0.9326800E-01 0.6554472E-01  1.648160      1.579320    
  2017.3 0.9219719E-01 0.6559437E-01  1.507770      1.624370    
  2017.4 0.8972071E-01 0.6569973E-01  1.454374      1.660170    
  2018.1 0.8934223E-01 0.6583532E-01  1.988961      1.688692    
  2018.2 0.8835509E-01 0.6598118E-01  2.020950      1.711782    
  2018.3 0.8775243E-01 0.6612472E-01 0.9797179      1.730742    
  2018.4 0.9141441E-01 0.6625905E-01 0.4566876      1.746369    
  2019.1 0.9256202E-01 0.6637441E-01 0.5941813      1.759767    
  2019.2 0.9245501E-01 0.6646188E-01 0.1754629      1.772234    
  2019.3 0.9170235E-01 0.6651811E-01  0.000000      1.784603    
  2019.4 0.8970907E-01 0.6654506E-01 0.2702315      1.797049    
  2020.1 0.8678306E-01 0.6654177E-01 0.9218677      1.809908    
  2020.2 0.8891273E-01 0.6650849E-01 0.8701927      1.823601    
  2020.3 0.9072306E-01 0.6644969E-01  1.192596      1.838160    
  2020.4 0.8926370E-01 0.6637212E-01 0.7475276      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.138667965475E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.124429684621E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.44774659350E-08  0.33521796682E-07  0.27973055957E-07

X VALUES

  0.50111317410E+00  0.10354296635E+01 -0.12857884011E+00

MEAN OF DEPENDENT VARIABLE   749999.223921478

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.501113174       0.015147480   33.08228
  2       1.100000000       1.035429664       0.069708918   14.85362
  3      -0.100000000      -0.128578840       0.065509193   -1.96276

SE of equation          =      0.007809926
Sum of squared residuals =  0.124429685E-01   0.132210544    
Sum of ABS residuals     =  0.598525109    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97731

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.162094976457E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     140 IER= 4 F=  0.108180816732E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.43270386621E-07  0.51746977482E-06  0.55611246110E-06

X VALUES

  0.60889632541E+00  0.10372658134E+01 -0.99993368670E-01

MEAN OF DEPENDENT VARIABLE   749999.236735297

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.608896325       0.022387388   27.19819
  2       1.100000000       1.037265813       0.070868302   14.63653
  3      -0.100000000      -0.099993369       0.065893584   -1.51750

SE of equation          =      0.007282157
Sum of squared residuals =  0.108180817E-01   0.649107166E-01
Sum of ABS residuals     =  0.598636484    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98616

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.228452658429E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     107 IER= 4 F=  0.184065285999E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.95049923698E-06 -0.86503442589E-05 -0.93990962832E-05

X VALUES

  0.51753854868E+00  0.12188966201E+01 -0.30303061045E+00

MEAN OF DEPENDENT VARIABLE   749999.261250278

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.517538549       0.020085404   25.76690
  2       1.100000000       1.218896620       0.067752732   17.99037
  3      -0.100000000      -0.303030610       0.064128255   -4.72538

SE of equation          =      0.009791187
Sum of squared residuals =  0.184065286E-01   0.735803055E-01
Sum of ABS residuals     =  0.733600566    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98218

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.482047136383E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     103 IER= 4 F=  0.403337433462E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.32069947929E-06  0.10703610796E-05  0.11147390733E-05

X VALUES

  0.47868494459E+00  0.10061212628E+01 -0.70973585291E-01

MEAN OF DEPENDENT VARIABLE   749999.256160898

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.478684945       0.011343988   42.19723
  2       1.100000000       1.006121263       0.071015766   14.16758
  3      -0.100000000      -0.070973585       0.067042185   -1.05864

SE of equation          =      0.014061096
Sum of squared residuals =  0.403337433E-01  -0.163158263    
Sum of ABS residuals     =   1.20014250    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94243

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.374728855170E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     108 IER= 3 F=  0.374577153321E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.64053365072E-07 -0.22822770538E-06 -0.25042038587E-06

X VALUES

  0.56518736129E+00  0.12247746687E+01 -0.26331069513E+00

MEAN OF DEPENDENT VARIABLE   749999.272203657

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.565187361       0.387830148    1.45731
  2       1.100000000       1.224774669       2.076171060    0.58992
  3      -0.100000000      -0.263310695       1.966139451   -0.13392

SE of equation          =      0.428504669
Sum of squared residuals =   37.4577153        6.68677197    
Sum of ABS residuals     =   8.25681559    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96765

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.355384208949E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      90 IER= 3 F=  0.352239440500E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.98426351458E-07  0.35882036994E-07  0.31715041884E-06

X VALUES

  0.50454248436E+00  0.90718760161E+00 -0.17284660151E+00

MEAN OF DEPENDENT VARIABLE   749999.239436400

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.504542484       0.182699765    2.76159
  2       1.100000000       0.907187602       0.358671354    2.52930
  3      -0.100000000      -0.172846602       0.330143121   -0.52355

SE of equation          =      0.131402585
Sum of squared residuals =   3.52239441        2.90527819    
Sum of ABS residuals     =   5.04386967    
R squared                =    1.00000
Durbin-Watson statistic  =    1.95187

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.102722322795E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      75 IER= 4 F=  0.838652707136E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.51396263992E-04 -0.40150536838E-03 -0.40153270393E-03

X VALUES

  0.97421583592E+00  0.12801750066E+01 -0.29221446688E+00

MEAN OF DEPENDENT VARIABLE   749999.509139271

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.974215836       0.089852882   10.84234
  2       1.100000000       1.280175007       0.079040710   16.19640
  3      -0.100000000      -0.292214467       0.078875996   -3.70473

SE of equation          =      0.071510391
Sum of squared residuals =  0.838652707        1.39814294    
Sum of ABS residuals     =   5.30625818    
R squared                =    1.00000
Durbin-Watson statistic  =    1.85311

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.497069444835E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     100 IER= 4 F=  0.482852127030E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.51416147612E-05  0.19110089494E-04  0.17623578449E-04

X VALUES

  0.54046145494E+00  0.10895029043E+01 -0.27741384494E+00

MEAN OF DEPENDENT VARIABLE   749999.292368937

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.540461455       0.060494587    8.93405
  2       1.100000000       1.089502904       0.147423860    7.39028
  3      -0.100000000      -0.277413845       0.147676999   -1.87852

SE of equation          =      0.048651025
Sum of squared residuals =  0.482852127        1.55573232    
Sum of ABS residuals     =   3.64239416    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72685

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.463929989429E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.419127770168E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.16482360353E-05  0.46883896940E-06 -0.79975370412E-06

X VALUES

  0.70298828218E+00  0.84456218909E+00  0.61986865372E-01

MEAN OF DEPENDENT VARIABLE   749999.238318326

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.702988282       0.103112295    6.81770
  2       1.100000000       0.844562189       0.098701171    8.55676
  3      -0.100000000       0.061986865       0.097197207    0.63774

SE of equation          =      0.050553508
Sum of squared residuals =  0.419127770      -0.428455553    
Sum of ABS residuals     =   3.46166340    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91304

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.372299016215E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     120 IER= 3 F=  0.295196478301E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.82886432122E-08  0.20038494082E-07 -0.15603056702E-08

X VALUES

  0.39158845777E+00  0.65964614294E+00  0.13288046939E+00

MEAN OF DEPENDENT VARIABLE   749999.257618002

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.391588458       0.080330983    4.87469
  2       1.100000000       0.659646143       0.096586419    6.82960
  3      -0.100000000       0.132880469       0.088299412    1.50489

SE of equation          =      0.043500404
Sum of squared residuals =  0.295196478        1.05590267    
Sum of ABS residuals     =   2.81119555    
R squared                =    1.00000
Durbin-Watson statistic  =    1.85754

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.618872526975E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     107 IER= 4 F=  0.461111122163E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.35199376628E-04  0.15491152306E-04  0.42428382242E-05

X VALUES

  0.46294533990E+00  0.91451900570E+00 -0.60304975730E+00

MEAN OF DEPENDENT VARIABLE   749999.279020128

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.462945340       0.031018971   14.92459
  2       1.100000000       0.914519006       0.094446666    9.68291
  3      -0.100000000      -0.603049757       0.090441016   -6.66788

SE of equation          =      0.047543124
Sum of squared residuals =  0.461111122        1.95465302    
Sum of ABS residuals     =   4.26157413    
R squared                =    1.00000
Durbin-Watson statistic  =    1.73328

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.781386060638E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.751125558997E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.11010166429E-10  0.10800201094E-10

X VALUES

  0.13423815263E+01 -0.37263736381E+00

MEAN OF DEPENDENT VARIABLE   749999.282025971

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.342381526       0.137115268    9.79017
  2      -0.100000000      -0.372637364       0.137115559   -2.71769

SE of equation          =      0.025446454
Sum of squared residuals =  0.751125559E-01   0.766014569    
Sum of ABS residuals     =   1.35527357    
R squared                =    1.00000
Durbin-Watson statistic  =    1.49219

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.331311668288E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.306643159394E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.76149299348E-11  0.86335323142E-11

X VALUES

  0.10934667497E+01 -0.22504002098E+00

MEAN OF DEPENDENT VARIABLE   749999.260961541

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.093466750       0.089293991   12.24569
  2      -0.100000000      -0.225040021       0.086419054   -2.60406

SE of equation          =      0.038770514
Sum of squared residuals =  0.306643159        1.67434671    
Sum of ABS residuals     =   3.50147194    
R squared                =    1.00000
Durbin-Watson statistic  =    1.75789

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4685711E-01 0.5234225E-01  1.501293      1.083667    
  1954.2 0.5241006E-01 0.5783462E-01  1.584042     0.8143333    
  1954.3 0.5066363E-01 0.5970489E-01  2.046483     0.8696667    
  1954.4 0.4481110E-01 0.5361334E-01  2.825691      1.036333    
  1955.1 0.3996442E-01 0.4710636E-01  3.245542      1.256333    
  1955.2 0.3621276E-01 0.4380454E-01  4.038790      1.614333    
  1955.3 0.3076416E-01 0.4109694E-01  5.225799      1.861333    
  1955.4 0.2872793E-01 0.4208878E-01  6.346515      2.349333    
  1956.1 0.2740690E-01 0.4031458E-01  7.140999      2.379333    
  1956.2 0.2726087E-01 0.4190614E-01  6.891947      2.596667    
  1956.3 0.2893058E-01 0.4128671E-01  5.748347      2.596667    
  1956.4 0.3734936E-01 0.4100540E-01  5.033508      3.063667    
  1957.1 0.3789336E-01 0.3946671E-01  5.012688      3.171667    
  1957.2 0.3615994E-01 0.4062513E-01  5.174500      3.157000    
  1957.3 0.3742283E-01 0.4207225E-01  6.074488      3.382333    
  1957.4 0.3531422E-01 0.4923487E-01  7.437301      3.343333    
  1958.1 0.3665601E-01 0.6275076E-01  6.400242      1.838000    
  1958.2 0.3932969E-01 0.7359928E-01  4.375175      1.017667    
  1958.3 0.4474081E-01 0.7309055E-01  3.251901      1.710667    
  1958.4 0.5258145E-01 0.6352766E-01  1.959722      2.787667    
  1959.1 0.5514294E-01 0.5798631E-01  2.171098      2.800333    
  1959.2 0.5473871E-01 0.5104500E-01  2.832824      3.019333    
  1959.3 0.7061942E-01 0.5287044E-01  1.922467      3.533000    
  1959.4 0.7286109E-01 0.5592834E-01 0.8377404E-01  4.299333    
  1960.1 0.7371528E-01 0.5159512E-01  0.000000      3.943000    
  1960.2 0.7326314E-01 0.5225835E-01 0.6638656      3.092333    
  1960.3 0.7286615E-01 0.5549938E-01  1.215958      2.390333    
  1960.4 0.7122132E-01 0.6251647E-01  1.696749      2.360667    
  1961.1 0.7038356E-01 0.6773354E-01  1.970127      2.376667    
  1961.2 0.7184865E-01 0.6971717E-01  2.005310      2.324667    
  1961.3 0.6951117E-01 0.6749309E-01  3.239420      2.324667    
  1961.4 0.6514630E-01 0.6171891E-01  2.519557      2.475000    
  1962.1 0.5936272E-01 0.5614436E-01  2.519231      2.739000    
  1962.2 0.5767820E-01 0.5482584E-01  2.943268      2.716000    
  1962.3 0.5594472E-01 0.5539051E-01  3.273940      2.858000    
  1962.4 0.5511589E-01 0.5505923E-01  3.376072      2.803333    
  1963.1 0.5593155E-01 0.5779253E-01  3.548180      2.909000    
  1963.2 0.5317320E-01 0.5680856E-01  3.937737      2.941333    
  1963.3 0.5188561E-01 0.5493742E-01  4.527684      3.280667    
  1963.4 0.4766318E-01 0.5572673E-01  3.774726      3.499333    
  1964.1 0.4530224E-01 0.5457706E-01  4.383040      3.538000    
  1964.2 0.4526907E-01 0.5220257E-01  5.660453      3.481333    
  1964.3 0.5096654E-01 0.4989598E-01  6.367454      3.504000    
  1964.4 0.5340043E-01 0.4953597E-01  5.322573      3.685000    
  1965.1 0.6395808E-01 0.4871666E-01  4.049541      3.899667    
  1965.2 0.6770560E-01 0.4655354E-01  3.638244      3.879000    
  1965.3 0.6636399E-01 0.4351989E-01  4.588739      3.859667    
  1965.4 0.6229453E-01 0.4102298E-01  5.329403      4.158667    
  1966.1 0.5769597E-01 0.3848268E-01  6.105341      4.630667    
  1966.2 0.5455174E-01 0.3807639E-01  6.850670      4.597333    
  1966.3 0.5732013E-01 0.3750700E-01  7.398219      5.047667    
  1966.4 0.5724177E-01 0.3683286E-01  6.474302      5.246000    
  1967.1 0.5581532E-01 0.3809930E-01  5.503946      4.533667    
  1967.2 0.5764871E-01 0.3806934E-01  5.348389      3.657333    
  1967.3 0.5718484E-01 0.3784696E-01  5.204178      4.344667    
  1967.4 0.5467737E-01 0.3915978E-01  5.104140      4.787333    
  1968.1 0.5116374E-01 0.3728355E-01  5.173310      5.064667    
  1968.2 0.4533506E-01 0.3537721E-01  5.318288      5.510000    
  1968.3 0.4178836E-01 0.3510557E-01  6.483938      5.226333    
  1968.4 0.3791070E-01 0.3392130E-01  8.439926      5.580667    
  1969.1 0.3623535E-01 0.3376971E-01  9.351744      6.137667    
  1969.2 0.3535548E-01 0.3424592E-01  8.738215      6.240000    
  1969.3 0.3881306E-01 0.3590757E-01  7.586803      7.046667    
  1969.4 0.4937129E-01 0.3581941E-01  6.677697      7.317667    
  1970.1 0.6012029E-01 0.4159508E-01  5.550120      7.262667    
  1970.2 0.6579568E-01 0.4746577E-01  4.501006      6.752333    
  1970.3 0.7018481E-01 0.5169088E-01  4.936665      6.374667    
  1970.4 0.6829609E-01 0.5802797E-01  6.446642      5.358333    
  1971.1 0.6326924E-01 0.5914467E-01  5.957335      3.863333    
  1971.2 0.5955030E-01 0.5907857E-01  5.520982      4.206000    
  1971.3 0.5940864E-01 0.5983336E-01  5.176573      5.050333    
  1971.4 0.5859868E-01 0.5954344E-01  5.202851      4.234333    
  1972.1 0.5578532E-01 0.5768041E-01  6.308863      3.435333    
  1972.2 0.5569969E-01 0.5658509E-01  7.127580      3.748333    
  1972.3 0.5294500E-01 0.5584112E-01  8.352731      4.241333    
  1972.4 0.5037033E-01 0.5304486E-01  8.386905      4.851333    
  1973.1 0.5053678E-01 0.4950510E-01  8.770443      5.639667    
  1973.2 0.5329275E-01 0.4889844E-01  8.618941      6.608333    
  1973.3 0.5822240E-01 0.4793204E-01  7.407696      8.388333    
  1973.4 0.6912868E-01 0.4769321E-01  6.553035      7.461667    
  1974.1 0.7779197E-01 0.5085049E-01  6.111313      7.600333    
  1974.2 0.7992602E-01 0.5161500E-01  6.307791      8.268000    
  1974.3 0.8223199E-01 0.5583721E-01  6.681121      8.286333    
  1974.4 0.8253254E-01 0.6556479E-01  7.022163      7.336000    
  1975.1 0.8344724E-01 0.8217515E-01  7.134978      5.873333    
  1975.2 0.8582544E-01 0.8828988E-01  6.752277      5.400667    
  1975.3 0.8638269E-01 0.8467753E-01  6.606412      6.336667    
  1975.4 0.8304478E-01 0.8259670E-01  6.544474      5.684333    
  1976.1 0.8066849E-01 0.7723461E-01  6.570398      4.953333    
  1976.2 0.8191376E-01 0.7526804E-01  6.580467      5.168667    
  1976.3 0.8364020E-01 0.7700112E-01  6.423012      5.168667    
  1976.4 0.8488585E-01 0.7733424E-01  6.032337      4.698000    
  1977.1 0.8719343E-01 0.7493048E-01  5.891281      4.624000    
  1977.2 0.9008141E-01 0.7104693E-01  5.910560      4.828667    
  1977.3 0.9100457E-01 0.6864221E-01  5.716722      5.472000    
  1977.4 0.9176573E-01 0.6612385E-01  5.500562      6.137000    
  1978.1 0.9182549E-01 0.6326666E-01  4.977183      6.408000    
  1978.2 0.8841404E-01 0.5999476E-01  5.499626      6.481000    
  1978.3 0.8542653E-01 0.6021465E-01  6.306070      7.315333    
  1978.4 0.8151161E-01 0.5883992E-01  7.191616      8.680333    
  1979.1 0.7483394E-01 0.5877879E-01  8.490503      9.357667    
  1979.2 0.7208687E-01 0.5714052E-01  9.336630      9.372333    
  1979.3 0.7299415E-01 0.5868435E-01  9.991493      9.631333    
  1979.4 0.7417628E-01 0.5940129E-01  11.37039      11.80367    
  1980.1 0.7252962E-01 0.6296949E-01  9.456745      13.45867    
  1980.2 0.7304082E-01 0.7323656E-01  9.719219      10.04933    
  1980.3 0.7823401E-01 0.7680771E-01  9.922369      9.235333    
  1980.4 0.8177237E-01 0.7398623E-01  11.05737      13.70967    
  1981.1 0.8720047E-01 0.7426606E-01  11.00386      14.36900    
  1981.2 0.9181488E-01 0.7398937E-01  11.78896      14.82900    
  1981.3 0.9858725E-01 0.7417361E-01  10.59940      15.08733    
  1981.4 0.1073058     0.8241053E-01  10.99416      12.02267    
  1982.1 0.1157634     0.8843563E-01  11.52406      12.89500    
  1982.2 0.1192856     0.9425762E-01  7.315108      12.35900    
  1982.3 0.1178757     0.9942961E-01  5.742367      9.705333    
  1982.4 0.1152981     0.1067659      5.900759      7.935000    
  1983.1 0.1069899     0.1039701      6.055844      8.081333    
  1983.2 0.9803696E-01 0.1010214      6.127603      8.420667    
  1983.3 0.8764981E-01 0.9360138E-01  6.313495      9.186667    
  1983.4 0.7743362E-01 0.8541760E-01  6.898830      8.793333    
  1984.1 0.7312784E-01 0.7871758E-01  6.959221      9.133333    
  1984.2 0.6777356E-01 0.7478733E-01  7.115420      9.843333    
  1984.3 0.6347428E-01 0.7451999E-01  6.941177      10.34333    
  1984.4 0.5762172E-01 0.7283015E-01  7.123925      8.973333    
  1985.1 0.5626525E-01 0.7279936E-01  6.654150      8.183333    
  1985.2 0.5576557E-01 0.7288834E-01  5.652543      7.523333    
  1985.3 0.5685080E-01 0.7210537E-01  5.225091      7.103333    
  1985.4 0.6182199E-01 0.7054201E-01  4.254871      7.146667    
  1986.1 0.6047315E-01 0.7015712E-01  3.902542      6.886667    
  1986.2 0.5559149E-01 0.7180384E-01  4.310931      6.130000    
  1986.3 0.5286455E-01 0.6991001E-01  5.674155      5.533333    
  1986.4 0.4855852E-01 0.6835172E-01  6.613525      5.340000    
  1987.1 0.4859853E-01 0.6620689E-01  7.554771      5.533333    
  1987.2 0.5029208E-01 0.6280795E-01  6.991976      5.733333    
  1987.3 0.5289339E-01 0.6014193E-01  5.635068      6.033333    
  1987.4 0.6072899E-01 0.5868976E-01  4.812040      6.003333    
  1988.1 0.6817194E-01 0.5727587E-01  4.323568      5.760000    
  1988.2 0.7387965E-01 0.5487146E-01  3.570210      6.230000    
  1988.3 0.7697891E-01 0.5492451E-01  2.899204      6.993333    
  1988.4 0.7770792E-01 0.5350265E-01  1.933387      7.703333    
  1989.1 0.8079611E-01 0.5215423E-01  1.744292      8.533333    
  1989.2 0.8303116E-01 0.5244464E-01  1.313313      8.440000    
  1989.3 0.8465240E-01 0.5277223E-01 0.7820110      7.850000    
  1989.4 0.8378004E-01 0.5373561E-01 0.7152152      7.633333    
  1990.1 0.8320294E-01 0.5300361E-01  1.859692      7.756667    
  1990.2 0.8329337E-01 0.5337414E-01  2.008832      7.766667    
  1990.3 0.8550540E-01 0.5687498E-01  1.424380      7.493333    
  1990.4 0.8835088E-01 0.6113686E-01  1.150522      7.023333    
  1991.1 0.8998141E-01 0.6574073E-01 0.9537000      6.053333    
  1991.2 0.8906747E-01 0.6823443E-01 0.5856417      5.593333    
  1991.3 0.9178532E-01 0.6853392E-01  0.000000      5.406667    
  1991.4 0.9424073E-01 0.7096660E-01  0.000000      4.583333    
  1992.1 0.1006745     0.7379080E-01 0.2553058E-01  3.910000    
  1992.2 0.9880668E-01 0.7594573E-01 0.4506915      3.723333    
  1992.3 0.8913852E-01 0.7626478E-01  1.314630      3.130000    
  1992.4 0.8400777E-01 0.7406133E-01 0.9851037      3.076667    
  1993.1 0.8193979E-01 0.7149713E-01 0.4253376E-01  2.993333    
  1993.2 0.8120177E-01 0.7068857E-01  0.000000      2.983333    
  1993.3 0.8391473E-01 0.6799552E-01  0.000000      3.020000    
  1993.4 0.9032549E-01 0.6619143E-01  0.000000      3.080000    
  1994.1 0.9355367E-01 0.6555817E-01 0.5035339E-01  3.250000    
  1994.2 0.9930581E-01 0.6165512E-01  0.000000      4.036667    
  1994.3 0.9438353E-01 0.6001291E-01  0.000000      4.510000    
  1994.4 0.8435325E-01 0.5619378E-01  1.795701      5.283333    
  1995.1 0.7811609E-01 0.5477964E-01  2.511380      5.780000    
  1995.2 0.7033896E-01 0.5674622E-01  2.819398      5.623333    
  1995.3 0.6383982E-01 0.5658385E-01  3.849815      5.380000    
  1995.4 0.6067814E-01 0.5572015E-01  4.236210      5.270000    
  1996.1 0.6050943E-01 0.5545427E-01  4.560443      4.950000    
  1996.2 0.6521517E-01 0.5470120E-01  4.914634      5.040000    
  1996.3 0.7401279E-01 0.5259294E-01  4.830984      5.136667    
  1996.4 0.7904162E-01 0.5310254E-01  3.181301      4.970000    
  1997.1 0.8424093E-01 0.5223738E-01  2.623377      5.063333    
  1997.2 0.8980711E-01 0.4974959E-01  2.804374      5.073333    
  1997.3 0.9654816E-01 0.4858023E-01  3.045501      5.056667    
  1997.4 0.9946203E-01 0.4680572E-01  1.443543      5.086667    
  1998.1 0.1009739     0.4637954E-01 0.3436246      5.053333    
  1998.2 0.9854828E-01 0.4414228E-01 0.2572773      4.976667    
  1998.3 0.9764502E-01 0.4528502E-01 0.3176149      4.823333    
  1998.4 0.9376420E-01 0.4429607E-01  0.000000      4.253333    
  1999.1 0.8507741E-01 0.4284456E-01 0.6231616      4.406667    
  1999.2 0.7972177E-01 0.4248440E-01  1.442271      4.453333    
  1999.3 0.7324243E-01 0.4243400E-01  2.763985      4.650000    
  1999.4 0.6681161E-01 0.4077788E-01  2.824469      5.043333    
  2000.1 0.6004099E-01 0.4048765E-01  3.431685      5.520000    
  2000.2 0.5872752E-01 0.3947782E-01  3.221733      5.713333    
  2000.3 0.6258402E-01 0.4030117E-01  2.760375      6.016667    
  2000.4 0.6488089E-01 0.3918419E-01  2.714606      6.016667    
  2001.1 0.6677897E-01 0.4230321E-01  2.782616      4.816667    
  2001.2 0.6703593E-01 0.4411448E-01  2.863749      3.660000    
  2001.3 0.6635699E-01 0.4819249E-01  2.700853      3.170000    
  2001.4 0.6700680E-01 0.5537421E-01  2.013703      1.906667    
  2002.1 0.6523249E-01 0.5705425E-01  2.178803      1.820000    
  2002.2 0.6696800E-01 0.5845793E-01  2.229578      1.716667    
  2002.3 0.6545321E-01 0.5732000E-01  1.980553      1.643333    
  2002.4 0.6405643E-01 0.5851777E-01  2.029861      1.333333    
  2003.1 0.6333203E-01 0.5873963E-01  1.847287      1.156667    
  2003.2 0.6455009E-01 0.6152488E-01  1.745786      1.043333    
  2003.3 0.6850628E-01 0.6107130E-01  1.419233     0.9300000    
  2003.4 0.7119745E-01 0.5820932E-01 0.9129087     0.9166667    
  2004.1 0.6954126E-01 0.5687648E-01  1.215898     0.9166667    
  2004.2 0.7259232E-01 0.5595400E-01  1.056750      1.076667    
  2004.3 0.6907501E-01 0.5440757E-01 0.5465556      1.486667    
  2004.4 0.6890341E-01 0.5396538E-01 0.3688763      2.006667    
  2005.1 0.7054315E-01 0.5292068E-01  0.000000      2.536667    
  2005.2 0.6828024E-01 0.5115378E-01  0.000000      2.863333    
  2005.3 0.6762501E-01 0.4975337E-01  0.000000      3.360000    
  2005.4 0.7071057E-01 0.4964352E-01  0.000000      3.826667    
  2006.1 0.6710777E-01 0.4731667E-01 0.5951719      4.393333    
  2006.2 0.6632359E-01 0.4666969E-01  1.347941      4.703333    
  2006.3 0.6422051E-01 0.4655398E-01  2.755790      4.906667    
  2006.4 0.6320384E-01 0.4466963E-01  2.444499      4.903333    
  2007.1 0.6198570E-01 0.4536088E-01  3.086550      4.983333    
  2007.2 0.6206228E-01 0.4507805E-01  3.625731      4.736667    
  2007.3 0.6564957E-01 0.4670151E-01  2.780373      4.303333    
  2007.4 0.7346292E-01 0.4813029E-01  1.662664      3.390000    
  2008.1 0.8085993E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.8872937E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.9317068E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.9789897E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.1045218     0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.1097722     0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.1169660     0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.1237734     0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1234748     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1229035     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1238703     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1204184     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1164469     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1130762     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1151909     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1173024     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1141761     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1138976     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1119395     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1066189     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1016538     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.9896352E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.9763517E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.9659627E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.9512875E-01 0.7353172E-01 0.2464331     0.2222305    
  2014.2 0.9300874E-01 0.7371212E-01 0.4562674     0.2267692    
  2014.3 0.9435811E-01 0.7344075E-01 0.3467643     0.2727381    
  2014.4 0.9348495E-01 0.7270034E-01  0.000000     0.3896289    
  2015.1 0.8744543E-01 0.7163268E-01 0.6570767     0.5446822    
  2015.2 0.8684229E-01 0.7041296E-01  1.117018     0.7056998    
  2015.3 0.8669642E-01 0.6919799E-01  1.408274     0.8622789    
  2015.4 0.8663187E-01 0.6810526E-01  1.729451      1.011500    
  2016.1 0.8406944E-01 0.6720077E-01  2.077976      1.148466    
  2016.2 0.8644452E-01 0.6650839E-01  1.826445      1.268463    
  2016.3 0.8836328E-01 0.6602361E-01  1.736071      1.370028    
  2016.4 0.8971386E-01 0.6572500E-01  1.954929      1.454232    
  2017.1 0.9021108E-01 0.6557762E-01  1.604651      1.523254    
  2017.2 0.8992312E-01 0.6554472E-01 0.7559646      1.579320    
  2017.3 0.9203467E-01 0.6559437E-01 0.6895267      1.624370    
  2017.4 0.9186094E-01 0.6569973E-01 0.9262269      1.660170    
  2018.1 0.8782374E-01 0.6583532E-01  1.598905      1.688692    
  2018.2 0.8649023E-01 0.6598118E-01  1.889315      1.711782    
  2018.3 0.8535055E-01 0.6612472E-01  1.935265      1.730742    
  2018.4 0.8366872E-01 0.6625905E-01  1.908836      1.746369    
  2019.1 0.8230575E-01 0.6637441E-01  1.610719      1.759767    
  2019.2 0.8076585E-01 0.6646188E-01  1.594245      1.772234    
  2019.3 0.7751828E-01 0.6651811E-01  1.958471      1.784603    
  2019.4 0.7766232E-01 0.6654506E-01  1.681919      1.797049    
  2020.1 0.7599272E-01 0.6654177E-01  1.382469      1.809908    
  2020.2 0.7453470E-01 0.6650849E-01  1.760035      1.823601    
  2020.3 0.7382549E-01 0.6644969E-01  2.112073      1.838160    
  2020.4 0.7410107E-01 0.6637212E-01  2.218636      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.156238914674E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     120 IER= 4 F=  0.151709291280E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.61450677358E-07 -0.13025199161E-07 -0.65919492087E-08

X VALUES

  0.51071551962E+00  0.97210904381E+00  0.87810496708E-02

MEAN OF DEPENDENT VARIABLE   749999.229622842

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.510715520       0.013629418   37.47156
  2       1.100000000       0.972109044       0.069785686   13.92992
  3      -0.100000000       0.008781050       0.069165514    0.12696

SE of equation          =      0.008623648
Sum of squared residuals =  0.151709291E-01   0.685864305E-01
Sum of ABS residuals     =  0.608523286    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99935

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.167575268356E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     141 IER= 4 F=  0.754754185507E-02
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.67117411654E-07 -0.21023872638E-05 -0.22454581597E-05

X VALUES

  0.63951560828E+00  0.93161456895E+00  0.74509242240E-02

MEAN OF DEPENDENT VARIABLE   749999.237256850

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.639515608       0.011384206   56.17569
  2       1.100000000       0.931614569       0.070556328   13.20384
  3      -0.100000000       0.007450924       0.066144718    0.11265

SE of equation          =      0.006082578
Sum of squared residuals =  0.754754186E-02  -0.315405116E-01
Sum of ABS residuals     =  0.512824935    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98918

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.578128782124E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 4 F=  0.536289417336E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.17588772469E-06  0.32172466453E-05  0.35715625288E-05

X VALUES

  0.48457864353E+00  0.10150575750E+01 -0.88603099575E-01

MEAN OF DEPENDENT VARIABLE   749999.263905793

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.484578644       0.029476380   16.43956
  2       1.100000000       1.015057575       0.072906781   13.92268
  3      -0.100000000      -0.088603100       0.070881070   -1.25002

SE of equation          =      0.016712792
Sum of squared residuals =  0.536289417E-01   0.153978395    
Sum of ABS residuals     =   1.12906414    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99967

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.416054567225E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     106 IER= 4 F=  0.338798464270E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.37999628153E-06 -0.25290520962E-05 -0.27393196007E-05

X VALUES

  0.50373924192E+00  0.11948859339E+01 -0.24779701438E+00

MEAN OF DEPENDENT VARIABLE   749999.257119451

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.503739242       0.016046918   31.39165
  2       1.100000000       1.194885934       0.067893218   17.59949
  3      -0.100000000      -0.247797014       0.064233409   -3.85776

SE of equation          =      0.012887113
Sum of squared residuals =  0.338798464E-01   0.523871628E-01
Sum of ABS residuals     =   1.10526981    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99528

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.565573596116E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      95 IER= 3 F=  0.565472295690E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.14663000743E-05 -0.47078513945E-05 -0.47814134006E-05

X VALUES

  0.50709091467E+00  0.11750888396E+01 -0.21441496487E+00

MEAN OF DEPENDENT VARIABLE   749999.277409641

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.507090915       0.783608001    0.64712
  2       1.100000000       1.175088840       2.799035978    0.41982
  3      -0.100000000      -0.214414965       2.655072940   -0.08076

SE of equation          =      0.526490552
Sum of squared residuals =   56.5472296        8.60861357    
Sum of ABS residuals     =   9.87179573    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96179

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.540508142909E+01

TERMINATION. ITERS=    5 FUNCTION EVALS=      89 IER= 3 F=  0.538218816510E+01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.32716059761E-06  0.12528171977E-06 -0.19311078635E-06

X VALUES

  0.53726063146E+00  0.85977298242E+00 -0.36426619233E-01

MEAN OF DEPENDENT VARIABLE   749999.212553563

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.537260631       0.238761479    2.25020
  2       1.100000000       0.859772982       0.401726046    2.14020
  3      -0.100000000      -0.036426619       0.381397718   -0.09551

SE of equation          =      0.162429293
Sum of squared residuals =   5.38218817        3.03780426    
Sum of ABS residuals     =   5.83594664    
R squared                =    1.00000
Durbin-Watson statistic  =    1.94638

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.701941355886E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      77 IER= 4 F=  0.664376520843E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.26625263452E-04 -0.14334749291E-04 -0.16544471777E-04

X VALUES

  0.76772384693E+00  0.11089966560E+01 -0.11078203490E+00

MEAN OF DEPENDENT VARIABLE   749999.459474929

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.767723847       0.092450080    8.30420
  2       1.100000000       1.108996656       0.085017053   13.04440
  3      -0.100000000      -0.110782035       0.085377615   -1.29755

SE of equation          =      0.063648066
Sum of squared residuals =  0.664376521        1.42844518    
Sum of ABS residuals     =   4.84714204    
R squared                =    1.00000
Durbin-Watson statistic  =    1.80032

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.271967068841E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     108 IER= 3 F=  0.248169431860E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.66731201567E-09 -0.19802222077E-08 -0.19203842862E-08

X VALUES

  0.60580350623E+00  0.87364186774E+00 -0.80214905825E-01

MEAN OF DEPENDENT VARIABLE   749999.284107444

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.605803506       0.046399165   13.05634
  2       1.100000000       0.873641868       0.108668705    8.03950
  3      -0.100000000      -0.080214906       0.109531712   -0.73234

SE of equation          =      0.034878601
Sum of squared residuals =  0.248169432        1.00068685    
Sum of ABS residuals     =   3.36287129    
R squared                =    1.00000
Durbin-Watson statistic  =    1.73888

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.897005724588E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.748467771632E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.11267017820E-06  0.51245310224E-07  0.24682870987E-05

X VALUES

  0.79419169662E+00  0.75740518549E+00 -0.47272031667E-01

MEAN OF DEPENDENT VARIABLE   749999.293251978

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.794191697       0.114923256    6.91063
  2       1.100000000       0.757405185       0.080623161    9.39439
  3      -0.100000000      -0.047272032       0.080524962   -0.58705

SE of equation          =      0.067556109
Sum of squared residuals =  0.748467772        1.76965569    
Sum of ABS residuals     =   4.40780968    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91785

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.236505089128E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     118 IER= 4 F=  0.211144976145E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.11278213110E-07 -0.32183958461E-06 -0.30385417731E-06

X VALUES

  0.17471801482E+00  0.10978800694E+01 -0.17945053997E+00

MEAN OF DEPENDENT VARIABLE   749999.276066727

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.174718015       0.109531987    1.59513
  2       1.100000000       1.097880069       0.064276170   17.08067
  3      -0.100000000      -0.179450540       0.064355820   -2.78841

SE of equation          =      0.036789855
Sum of squared residuals =  0.211144976       0.893318314    
Sum of ABS residuals     =   2.65084717    
R squared                =    1.00000
Durbin-Watson statistic  =    1.78378

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.443905048560E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.369023498057E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.82542831300E-06  0.19764732745E-05  0.15450821068E-05

X VALUES

  0.56480279047E+00  0.87597141063E+00 -0.27859656394E+00

MEAN OF DEPENDENT VARIABLE   749999.280575830

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.564802790       0.043997417   12.83718
  2       1.100000000       0.875971411       0.085633782   10.22927
  3      -0.100000000      -0.278596564       0.083974815   -3.31762

SE of equation          =      0.042531620
Sum of squared residuals =  0.369023498        1.08680934    
Sum of ABS residuals     =   4.34485091    
R squared                =    1.00000
Durbin-Watson statistic  =    1.76691

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.737635050559E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      41 IER= 3 F=  0.661728681208E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.11894511145E-10  0.12245617612E-10

X VALUES

  0.14642572096E+01 -0.57797589359E+00

MEAN OF DEPENDENT VARIABLE   749999.266489949

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.464257210       0.145274978   10.07921
  2      -0.100000000      -0.577975894       0.144266158   -4.00632

SE of equation          =      0.023884216
Sum of squared residuals =  0.661728681E-01   0.807259550    
Sum of ABS residuals     =   1.21956574    
R squared                =    1.00000
Durbin-Watson statistic  =    1.30431

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.321907110644E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      38 IER= 3 F=  0.290004047851E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.33160442197E-10  0.32651608675E-10

X VALUES

  0.13308436892E+01 -0.40802511228E+00

MEAN OF DEPENDENT VARIABLE   749999.277012292

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.330843689       0.077161721   17.24746
  2      -0.100000000      -0.408025112       0.076550878   -5.33012

SE of equation          =      0.037703958
Sum of squared residuals =  0.290004048        1.82461043    
Sum of ABS residuals     =   3.46369203    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72078

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4824335E-01 0.5234225E-01 0.7641174      1.083667    
  1954.2 0.5135835E-01 0.5783462E-01 0.3646143     0.8143333    
  1954.3 0.5347965E-01 0.5970489E-01  1.450242     0.8696667    
  1954.4 0.5076125E-01 0.5361334E-01  3.301974      1.036333    
  1955.1 0.4797857E-01 0.4710636E-01  3.107562      1.256333    
  1955.2 0.4760946E-01 0.4380454E-01  2.598039      1.614333    
  1955.3 0.4312895E-01 0.4109694E-01  2.553581      1.861333    
  1955.4 0.3741366E-01 0.4208878E-01  2.990462      2.349333    
  1956.1 0.3979089E-01 0.4031458E-01  3.026550      2.379333    
  1956.2 0.3444940E-01 0.4190614E-01  3.814824      2.596667    
  1956.3 0.2994070E-01 0.4128671E-01  5.346955      2.596667    
  1956.4 0.2315922E-01 0.4100540E-01  6.265126      3.063667    
  1957.1 0.1800760E-01 0.3946671E-01  7.137564      3.171667    
  1957.2 0.1529856E-01 0.4062513E-01  8.444614      3.157000    
  1957.3 0.2470729E-01 0.4207225E-01  8.959172      3.382333    
  1957.4 0.3011455E-01 0.4923487E-01  7.431087      3.343333    
  1958.1 0.3377241E-01 0.6275076E-01  6.309788      1.838000    
  1958.2 0.3449974E-01 0.7359928E-01  6.528053      1.017667    
  1958.3 0.3801080E-01 0.7309055E-01  6.634602      1.710667    
  1958.4 0.4633470E-01 0.6352766E-01  5.718908      2.787667    
  1959.1 0.5322285E-01 0.5798631E-01  4.987113      2.800333    
  1959.2 0.5693659E-01 0.5104500E-01  4.659150      3.019333    
  1959.3 0.7644743E-01 0.5287044E-01  3.266242      3.533000    
  1959.4 0.8215642E-01 0.5592834E-01  1.087327      4.299333    
  1960.1 0.8984984E-01 0.5159512E-01 0.1044555      3.943000    
  1960.2 0.8828986E-01 0.5225835E-01 0.9141228      3.092333    
  1960.3 0.8524659E-01 0.5549938E-01  1.688139      2.390333    
  1960.4 0.7839576E-01 0.6251647E-01  2.619440      2.360667    
  1961.1 0.7671475E-01 0.6773354E-01  2.719099      2.376667    
  1961.2 0.7938161E-01 0.6971717E-01  2.278022      2.324667    
  1961.3 0.7869743E-01 0.6749309E-01  3.136325      2.324667    
  1961.4 0.7556907E-01 0.6171891E-01  2.209007      2.475000    
  1962.1 0.7444279E-01 0.5614436E-01  1.306460      2.739000    
  1962.2 0.7217479E-01 0.5482584E-01  1.382518      2.716000    
  1962.3 0.6736174E-01 0.5539051E-01  1.992952      2.858000    
  1962.4 0.6576120E-01 0.5505923E-01  1.912708      2.803333    
  1963.1 0.6353703E-01 0.5779253E-01  1.789676      2.909000    
  1963.2 0.5722159E-01 0.5680856E-01  2.379909      2.941333    
  1963.3 0.5120566E-01 0.5493742E-01  3.250664      3.280667    
  1963.4 0.4385664E-01 0.5572673E-01  3.600174      3.499333    
  1964.1 0.3355484E-01 0.5457706E-01  3.858805      3.538000    
  1964.2 0.2730582E-01 0.5220257E-01  4.725417      3.481333    
  1964.3 0.2745879E-01 0.4989598E-01  5.007017      3.504000    
  1964.4 0.2877799E-01 0.4953597E-01  4.984366      3.685000    
  1965.1 0.3499188E-01 0.4871666E-01  4.551689      3.899667    
  1965.2 0.3593180E-01 0.4655354E-01  4.865840      3.879000    
  1965.3 0.3376564E-01 0.4351989E-01  5.907341      3.859667    
  1965.4 0.3930443E-01 0.4102298E-01  3.971218      4.158667    
  1966.1 0.3986972E-01 0.3848268E-01  3.814157      4.630667    
  1966.2 0.4248211E-01 0.3807639E-01  4.526444      4.597333    
  1966.3 0.4184632E-01 0.3750700E-01  5.031105      5.047667    
  1966.4 0.3846653E-01 0.3683286E-01  5.497889      5.246000    
  1967.1 0.3565948E-01 0.3809930E-01  5.435501      4.533667    
  1967.2 0.3525964E-01 0.3806934E-01  5.535756      3.657333    
  1967.3 0.3451731E-01 0.3784696E-01  5.459663      4.344667    
  1967.4 0.3076823E-01 0.3915978E-01  5.712103      4.787333    
  1968.1 0.2643716E-01 0.3728355E-01  6.144896      5.064667    
  1968.2 0.2238714E-01 0.3537721E-01  6.544341      5.510000    
  1968.3 0.2136398E-01 0.3510557E-01  6.680965      5.226333    
  1968.4 0.2343902E-01 0.3392130E-01  7.032410      5.580667    
  1969.1 0.2080463E-01 0.3376971E-01  8.094398      6.137667    
  1969.2 0.2059161E-01 0.3424592E-01  9.005868      6.240000    
  1969.3 0.3099035E-01 0.3590757E-01  9.113047      7.046667    
  1969.4 0.3739596E-01 0.3581941E-01  7.754563      7.317667    
  1970.1 0.4360075E-01 0.4159508E-01  7.583395      7.262667    
  1970.2 0.4926884E-01 0.4746577E-01  7.322057      6.752333    
  1970.3 0.5361251E-01 0.5169088E-01  6.164650      6.374667    
  1970.4 0.6264430E-01 0.5802797E-01  5.421052      5.358333    
  1971.1 0.6242057E-01 0.5914467E-01  5.676280      3.863333    
  1971.2 0.6239208E-01 0.5907857E-01  6.045841      4.206000    
  1971.3 0.5996543E-01 0.5983336E-01  6.163707      5.050333    
  1971.4 0.5586404E-01 0.5954344E-01  6.493984      4.234333    
  1972.1 0.5436620E-01 0.5768041E-01  7.464695      3.435333    
  1972.2 0.5554732E-01 0.5658509E-01  7.833348      3.748333    
  1972.3 0.5611773E-01 0.5584112E-01  7.731022      4.241333    
  1972.4 0.5639989E-01 0.5304486E-01  7.910169      4.851333    
  1973.1 0.5731355E-01 0.4950510E-01  7.527606      5.639667    
  1973.2 0.6006686E-01 0.4889844E-01  7.334974      6.608333    
  1973.3 0.5990821E-01 0.4793204E-01  7.244395      8.388333    
  1973.4 0.5859643E-01 0.4769321E-01  7.202549      7.461667    
  1974.1 0.6022999E-01 0.5085049E-01  7.598019      7.600333    
  1974.2 0.6679865E-01 0.5161500E-01  5.441774      8.268000    
  1974.3 0.6230755E-01 0.5583721E-01  4.730369      8.286333    
  1974.4 0.5359453E-01 0.6556479E-01  7.305944      7.336000    
  1975.1 0.4654765E-01 0.8217515E-01  8.772410      5.873333    
  1975.2 0.4148575E-01 0.8828988E-01  8.855298      5.400667    
  1975.3 0.3808551E-01 0.8467753E-01  9.152258      6.336667    
  1975.4 0.3793122E-01 0.8259670E-01  8.853169      5.684333    
  1976.1 0.3601744E-01 0.7723461E-01  9.122905      4.953333    
  1976.2 0.3949057E-01 0.7526804E-01  9.343484      5.168667    
  1976.3 0.4382439E-01 0.7700112E-01  9.561614      5.168667    
  1976.4 0.4847829E-01 0.7733424E-01  9.579587      4.698000    
  1977.1 0.5610125E-01 0.7493048E-01  8.900132      4.624000    
  1977.2 0.5977946E-01 0.7104693E-01  8.386778      4.828667    
  1977.3 0.5983071E-01 0.6864221E-01  8.204719      5.472000    
  1977.4 0.6182731E-01 0.6612385E-01  7.700415      6.137000    
  1978.1 0.6349037E-01 0.6326666E-01  7.200320      6.408000    
  1978.2 0.6021457E-01 0.5999476E-01  7.282520      6.481000    
  1978.3 0.5784406E-01 0.6021465E-01  8.382836      7.315333    
  1978.4 0.5221931E-01 0.5883992E-01  10.03305      8.680333    
  1979.1 0.4699254E-01 0.5877879E-01  10.44197      9.357667    
  1979.2 0.4430252E-01 0.5714052E-01  10.60496      9.372333    
  1979.3 0.4181330E-01 0.5868435E-01  11.51152      9.631333    
  1979.4 0.4418783E-01 0.5940129E-01  14.98221      11.80367    
  1980.1 0.4047217E-01 0.6296949E-01  14.92985      13.45867    
  1980.2 0.4147249E-01 0.7323656E-01  13.55401      10.04933    
  1980.3 0.4865898E-01 0.7680771E-01  16.03687      9.235333    
  1980.4 0.5648651E-01 0.7398623E-01  20.90358      13.70967    
  1981.1 0.6364936E-01 0.7426606E-01  20.21814      14.36900    
  1981.2 0.7417256E-01 0.7398937E-01  17.75339      14.82900    
  1981.3 0.8299501E-01 0.7417361E-01  13.72034      15.08733    
  1981.4 0.8751794E-01 0.8241053E-01  13.06224      12.02267    
  1982.1 0.8906683E-01 0.8843563E-01  16.23473      12.89500    
  1982.2 0.8974716E-01 0.9425762E-01  15.49913      12.35900    
  1982.3 0.8616988E-01 0.9942961E-01  14.78560      9.705333    
  1982.4 0.7992714E-01 0.1067659      13.92920      7.935000    
  1983.1 0.7022172E-01 0.1039701      14.39530      8.081333    
  1983.2 0.6323866E-01 0.1010214      14.93161      8.420667    
  1983.3 0.5508292E-01 0.9360138E-01  14.96138      9.186667    
  1983.4 0.4799043E-01 0.8541760E-01  14.78817      8.793333    
  1984.1 0.4828510E-01 0.7871758E-01  14.74035      9.133333    
  1984.2 0.5336483E-01 0.7478733E-01  12.14610      9.843333    
  1984.3 0.4703016E-01 0.7451999E-01  10.84874      10.34333    
  1984.4 0.3718298E-01 0.7283015E-01  12.97735      8.973333    
  1985.1 0.3523823E-01 0.7279936E-01  14.34831      8.183333    
  1985.2 0.2791247E-01 0.7288834E-01  14.61626      7.523333    
  1985.3 0.1509149E-01 0.7210537E-01  15.15067      7.103333    
  1985.4 0.1420863E-01 0.7054201E-01  14.28835      7.146667    
  1986.1 0.1535894E-01 0.7015712E-01  13.07299      6.886667    
  1986.2 0.1644033E-01 0.7180384E-01  12.80042      6.130000    
  1986.3 0.1649657E-01 0.6991001E-01  12.86346      5.533333    
  1986.4 0.1426430E-01 0.6835172E-01  12.63353      5.340000    
  1987.1 0.2436301E-01 0.6620689E-01  12.00717      5.533333    
  1987.2 0.2384760E-01 0.6280795E-01  11.71840      5.733333    
  1987.3 0.1601496E-01 0.6014193E-01  12.39555      6.033333    
  1987.4 0.1782577E-01 0.5868976E-01  11.17878      6.003333    
  1988.1 0.2034429E-01 0.5727587E-01  10.05540      5.760000    
  1988.2 0.2134527E-01 0.5487146E-01  9.558708      6.230000    
  1988.3 0.2463668E-01 0.5492451E-01  10.16163      6.993333    
  1988.4 0.2224723E-01 0.5350265E-01  11.20289      7.703333    
  1989.1 0.2973904E-01 0.5215423E-01  10.29772      8.533333    
  1989.2 0.2970424E-01 0.5244464E-01  9.655746      8.440000    
  1989.3 0.2879337E-01 0.5277223E-01  10.02329      7.850000    
  1989.4 0.2548385E-01 0.5373561E-01  10.19150      7.633333    
  1990.1 0.2775131E-01 0.5300361E-01  9.416859      7.756667    
  1990.2 0.2715904E-01 0.5337414E-01  8.935135      7.766667    
  1990.3 0.2759908E-01 0.5687498E-01  8.940506      7.493333    
  1990.4 0.3343436E-01 0.6113686E-01  8.512731      7.023333    
  1991.1 0.3189778E-01 0.6574073E-01  8.445801      6.053333    
  1991.2 0.3310357E-01 0.6823443E-01  8.522199      5.593333    
  1991.3 0.3538158E-01 0.6853392E-01  8.205139      5.406667    
  1991.4 0.3606009E-01 0.7096660E-01  7.652563      4.583333    
  1992.1 0.4042828E-01 0.7379080E-01  8.044329      3.910000    
  1992.2 0.4370846E-01 0.7594573E-01  7.808393      3.723333    
  1992.3 0.4604974E-01 0.7626478E-01  6.350629      3.130000    
  1992.4 0.5423225E-01 0.7406133E-01  5.442038      3.076667    
  1993.1 0.5815631E-01 0.7149713E-01  5.546659      2.993333    
  1993.2 0.5907722E-01 0.7068857E-01  5.963716      2.983333    
  1993.3 0.6171057E-01 0.6799552E-01  5.834006      3.020000    
  1993.4 0.6059183E-01 0.6619143E-01  6.287486      3.080000    
  1994.1 0.6279421E-01 0.6555817E-01  5.655988      3.250000    
  1994.2 0.6447296E-01 0.6165512E-01  4.557198      4.036667    
  1994.3 0.6616022E-01 0.6001291E-01  3.709292      4.510000    
  1994.4 0.6658473E-01 0.5619378E-01  3.508394      5.283333    
  1995.1 0.6239525E-01 0.5477964E-01  4.419908      5.780000    
  1995.2 0.5964401E-01 0.5674622E-01  4.765310      5.623333    
  1995.3 0.5674709E-01 0.5658385E-01  4.656321      5.380000    
  1995.4 0.5469706E-01 0.5572015E-01  4.706841      5.270000    
  1996.1 0.5464901E-01 0.5545427E-01  4.185984      4.950000    
  1996.2 0.5139189E-01 0.5470120E-01  4.705405      5.040000    
  1996.3 0.4748855E-01 0.5259294E-01  5.429029      5.136667    
  1996.4 0.5202848E-01 0.5310254E-01  3.003052      4.970000    
  1997.1 0.5701019E-01 0.5223738E-01  2.305231      5.063333    
  1997.2 0.6118744E-01 0.4974959E-01  3.021278      5.073333    
  1997.3 0.6072724E-01 0.4858023E-01  4.793570      5.056667    
  1997.4 0.5964927E-01 0.4680572E-01  3.469122      5.086667    
  1998.1 0.5871163E-01 0.4637954E-01  2.873312      5.053333    
  1998.2 0.5645558E-01 0.4414228E-01  3.323485      4.976667    
  1998.3 0.5353792E-01 0.4528502E-01  3.992862      4.823333    
  1998.4 0.4889125E-01 0.4429607E-01  4.493614      4.253333    
  1999.1 0.4160075E-01 0.4284456E-01  4.860617      4.406667    
  1999.2 0.3865016E-01 0.4248440E-01  5.424926      4.453333    
  1999.3 0.3525408E-01 0.4243400E-01  5.763169      4.650000    
  1999.4 0.3405419E-01 0.4077788E-01  5.661353      5.043333    
  2000.1 0.2794125E-01 0.4048765E-01  6.371491      5.520000    
  2000.2 0.2806964E-01 0.3947782E-01  6.465440      5.713333    
  2000.3 0.3336218E-01 0.4030117E-01  5.668341      6.016667    
  2000.4 0.3860458E-01 0.3918419E-01  5.080390      6.016667    
  2001.1 0.3776180E-01 0.4230321E-01  5.193792      4.816667    
  2001.2 0.3632807E-01 0.4411448E-01  5.894691      3.660000    
  2001.3 0.3773639E-01 0.4819249E-01  5.905547      3.170000    
  2001.4 0.4063734E-01 0.5537421E-01  5.584466      1.906667    
  2002.1 0.4050305E-01 0.5705425E-01  5.351560      1.820000    
  2002.2 0.3765458E-01 0.5845793E-01  5.794681      1.716667    
  2002.3 0.3644741E-01 0.5732000E-01  6.406365      1.643333    
  2002.4 0.4337648E-01 0.5851777E-01  4.160883      1.333333    
  2003.1 0.4850736E-01 0.5873963E-01  2.796006      1.156667    
  2003.2 0.5252100E-01 0.6152488E-01  2.818854      1.043333    
  2003.3 0.5437741E-01 0.6107130E-01  3.200250     0.9300000    
  2003.4 0.5662592E-01 0.5820932E-01  2.695854     0.9166667    
  2004.1 0.5852264E-01 0.5687648E-01  2.372688     0.9166667    
  2004.2 0.5661690E-01 0.5595400E-01  2.315432      1.076667    
  2004.3 0.5188345E-01 0.5440757E-01  3.597044      1.486667    
  2004.4 0.4737451E-01 0.5396538E-01  5.450827      2.006667    
  2005.1 0.4691503E-01 0.5292068E-01  5.207320      2.536667    
  2005.2 0.4712104E-01 0.5115378E-01  4.537938      2.863333    
  2005.3 0.5099958E-01 0.4975337E-01  4.360033      3.360000    
  2005.4 0.5350873E-01 0.4964352E-01  4.517136      3.826667    
  2006.1 0.5197574E-01 0.4731667E-01  5.031853      4.393333    
  2006.2 0.5133874E-01 0.4666969E-01  5.418598      4.703333    
  2006.3 0.5072072E-01 0.4655398E-01  5.695160      4.906667    
  2006.4 0.4767275E-01 0.4466963E-01  5.709134      4.903333    
  2007.1 0.4499492E-01 0.4536088E-01  5.514618      4.983333    
  2007.2 0.4173073E-01 0.4507805E-01  5.958614      4.736667    
  2007.3 0.3691516E-01 0.4670151E-01  6.557420      4.303333    
  2007.4 0.3644124E-01 0.4813029E-01  6.737645      3.390000    
  2008.1 0.3619153E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.3780156E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.3598224E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.3717477E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.4901984E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.5176280E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.4999860E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.5483781E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.5770429E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.5903694E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.6497168E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.6912034E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.6960499E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.7035469E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.7190191E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.7338269E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.7471384E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.7540176E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.7735143E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7706868E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7965598E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.8028248E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.8274370E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.8212977E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.8597259E-01 0.7353172E-01  0.000000     0.2222305    
  2014.2 0.8867250E-01 0.7371212E-01  0.000000     0.2267692    
  2014.3 0.8902488E-01 0.7344075E-01  0.000000     0.2727381    
  2014.4 0.9128630E-01 0.7270034E-01  0.000000     0.3896289    
  2015.1 0.9044096E-01 0.7163268E-01  0.000000     0.5446822    
  2015.2 0.8808839E-01 0.7041296E-01 0.1303641     0.7056998    
  2015.3 0.8292637E-01 0.6919799E-01 0.5392564     0.8622789    
  2015.4 0.7984386E-01 0.6810526E-01 0.7989603      1.011500    
  2016.1 0.7420623E-01 0.6720077E-01  1.088976      1.148466    
  2016.2 0.6873919E-01 0.6650839E-01  1.516888      1.268463    
  2016.3 0.6793748E-01 0.6602361E-01  1.648106      1.370028    
  2016.4 0.6606708E-01 0.6572500E-01  1.253509      1.454232    
  2017.1 0.6479278E-01 0.6557762E-01 0.7772613      1.523254    
  2017.2 0.6483068E-01 0.6554472E-01 0.8624243      1.579320    
  2017.3 0.6936450E-01 0.6559437E-01  1.023746      1.624370    
  2017.4 0.7107526E-01 0.6569973E-01  1.217754      1.660170    
  2018.1 0.7069576E-01 0.6583532E-01  1.269422      1.688692    
  2018.2 0.6876246E-01 0.6598118E-01  1.349573      1.711782    
  2018.3 0.6602704E-01 0.6612472E-01  1.587640      1.730742    
  2018.4 0.6311158E-01 0.6625905E-01  1.993645      1.746369    
  2019.1 0.5796612E-01 0.6637441E-01  3.276883      1.759767    
  2019.2 0.5573783E-01 0.6646188E-01  4.046802      1.772234    
  2019.3 0.5218045E-01 0.6651811E-01  4.299381      1.784603    
  2019.4 0.4795818E-01 0.6654506E-01  4.599899      1.797049    
  2020.1 0.4678170E-01 0.6654177E-01  4.545289      1.809908    
  2020.2 0.4588936E-01 0.6650849E-01  4.410820      1.823601    
  2020.3 0.4703565E-01 0.6644969E-01  4.221229      1.838160    
  2020.4 0.4932214E-01 0.6637212E-01  4.019428      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.313084197280E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     130 IER= 3 F=  0.301467195393E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.21186790851E-09 -0.16940437402E-10  0.88470897275E-10

X VALUES

  0.49290312057E+00  0.95745252120E+00 -0.12778712136E-02

MEAN OF DEPENDENT VARIABLE   749999.221810059

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.492903121       0.024577362   20.05517
  2       1.100000000       0.957452521       0.072462354   13.21310
  3      -0.100000000      -0.001277871       0.071069445   -0.01798

SE of equation          =      0.012156399
Sum of squared residuals =  0.301467195E-01  -0.168271259    
Sum of ABS residuals     =  0.886150353    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96733

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.217688168303E-01

TERMINATION. ITERS=    7 FUNCTION EVALS=     125 IER= 4 F=  0.121460349356E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.61345761425E-05 -0.25484369375E-05 -0.20695141083E-05

X VALUES

  0.67431217112E+00  0.12005379540E+01 -0.24919963233E+00

MEAN OF DEPENDENT VARIABLE   749999.236242827

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.674312171       0.018630387   36.19421
  2       1.100000000       1.200537954       0.068651952   17.48731
  3      -0.100000000      -0.249199632       0.064156126   -3.88427

SE of equation          =      0.007716177
Sum of squared residuals =  0.121460349E-01  -0.800553051E-03
Sum of ABS residuals     =  0.629872816    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96922

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.468457027993E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 4 F=  0.427263555186E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.58746574910E-07 -0.32366244565E-05 -0.30918787896E-05

X VALUES

  0.52100335266E+00  0.11085801618E+01 -0.18357964266E+00

MEAN OF DEPENDENT VARIABLE   749999.255163939

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.521003353       0.032492441   16.03460
  2       1.100000000       1.108580162       0.071523840   15.49945
  3      -0.100000000      -0.183579643       0.069182957   -2.65354

SE of equation          =      0.014917543
Sum of squared residuals =  0.427263555E-01  -0.104562650    
Sum of ABS residuals     =   1.11093869    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98421

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.530194858193E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     102 IER= 4 F=  0.420720442285E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.31714903314E-05 -0.48070984764E-05 -0.54083296557E-05

X VALUES

  0.45458154838E+00  0.11559376660E+01 -0.21826339856E+00

MEAN OF DEPENDENT VARIABLE   749999.260213897

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.454581548       0.011542660   39.38274
  2       1.100000000       1.155937666       0.068259313   16.93450
  3      -0.100000000      -0.218263399       0.064490236   -3.38444

SE of equation          =      0.014360902
Sum of squared residuals =  0.420720442E-01   0.107560955    
Sum of ABS residuals     =   1.19060562    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99979

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.276683710033E+02

TERMINATION. ITERS=    5 FUNCTION EVALS=      94 IER= 3 F=  0.276559460355E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.32588128027E-07 -0.39706219826E-06 -0.40900239100E-06

X VALUES

  0.48349770666E+00  0.11217032301E+01 -0.17607111316E+00

MEAN OF DEPENDENT VARIABLE   749999.265124866

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.483497707       0.415182713    1.16454
  2       1.100000000       1.121703230       1.748469994    0.64153
  3      -0.100000000      -0.176071113       1.642328518   -0.10721

SE of equation          =      0.368196093
Sum of squared residuals =   27.6559460        5.70895546    
Sum of ABS residuals     =   7.27099011    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96375

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.215383584530E+01

TERMINATION. ITERS=    6 FUNCTION EVALS=      97 IER= 4 F=  0.211434049264E+01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.23268814748E-06  0.14157927397E-05  0.14937978834E-05

X VALUES

  0.34324667453E+00  0.84631908829E+00  0.47345832797E-01

MEAN OF DEPENDENT VARIABLE   749999.248657034

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.343246675       0.189816215    1.80831
  2       1.100000000       0.846319088       0.189991076    4.45452
  3      -0.100000000       0.047345833       0.188761620    0.25082

SE of equation          =      0.101805767
Sum of squared residuals =   2.11434049        2.70779045    
Sum of ABS residuals     =   5.43194703    
R squared                =    1.00000
Durbin-Watson statistic  =    1.89430

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.747095736016E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      94 IER= 4 F=  0.677515505443E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.19130728163E-06 -0.13870148456E-05 -0.65086771986E-06

X VALUES

  0.89121185559E+00  0.92533563928E+00  0.46015620394E-01

MEAN OF DEPENDENT VARIABLE   749999.368908450

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.891211856       0.113026306    7.88499
  2       1.100000000       0.925335639       0.089645280   10.32219
  3      -0.100000000       0.046015620       0.088955292    0.51729

SE of equation          =      0.064274350
Sum of squared residuals =  0.677515505        1.03965474    
Sum of ABS residuals     =   4.70910848    
R squared                =    1.00000
Durbin-Watson statistic  =    1.83816

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.435731768678E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     109 IER= 4 F=  0.395654001443E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.27559070288E-05  0.37487803165E-06  0.87893213209E-06

X VALUES

  0.57325070019E+00  0.95407945189E+00 -0.27876148106E+00

MEAN OF DEPENDENT VARIABLE   749999.296031625

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.573250700       0.046924093   12.21655
  2       1.100000000       0.954079452       0.101592070    9.39128
  3      -0.100000000      -0.278761481       0.100979005   -2.76059

SE of equation          =      0.044039532
Sum of squared residuals =  0.395654001        2.06699483    
Sum of ABS residuals     =   4.00010114    
R squared                =    1.00000
Durbin-Watson statistic  =    1.71057

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.220877738825E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      85 IER= 4 F=  0.213015013424E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.26608400583E-05  0.49540370499E-06 -0.14037305685E-05

X VALUES

  0.54078852330E+00  0.10019390012E+01 -0.76432501711E-01

MEAN OF DEPENDENT VARIABLE   749999.236169310

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.540788523       0.079286692    6.82067
  2       1.100000000       1.001939001       0.096012259   10.43553
  3      -0.100000000      -0.076432502       0.096309261   -0.79362

SE of equation          =      0.036039867
Sum of squared residuals =  0.213015013       0.640067515E-02
Sum of ABS residuals     =   2.75846819    
R squared                =    1.00000
Durbin-Watson statistic  =    1.91271

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.436715626337E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=     105 IER= 3 F=  0.364731602861E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.32920895771E-08  0.20705962201E-07  0.25179074760E-07

X VALUES

  0.51007491911E-01  0.88466534718E+00 -0.17648256334E-01

MEAN OF DEPENDENT VARIABLE   749999.237931350

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.051007492       0.113635514    0.44887
  2       1.100000000       0.884665347       0.089708840    9.86152
  3      -0.100000000      -0.017648256       0.092647711   -0.19049

SE of equation          =      0.048353108
Sum of squared residuals =  0.364731603       0.553204834    
Sum of ABS residuals     =   2.94159857    
R squared                =    1.00000
Durbin-Watson statistic  =    1.75207

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.518771505784E+00

TERMINATION. ITERS=    5 FUNCTION EVALS=      78 IER= 4 F=  0.403240893764E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.28432893585E-04 -0.30380156123E-05  0.52933042035E-05

X VALUES

  0.44181759454E+00  0.96787145151E+00 -0.50154817241E+00

MEAN OF DEPENDENT VARIABLE   749999.280869480

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.441817595       0.034286514   12.88605
  2       1.100000000       0.967871452       0.091833541   10.53941
  3      -0.100000000      -0.501548172       0.088480864   -5.66844

SE of equation          =      0.044459769
Sum of squared residuals =  0.403240894        1.76790403    
Sum of ABS residuals     =   3.94994016    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72568

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.729360139325E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      40 IER= 3 F=  0.703434360758E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.61661117060E-12 -0.86483727871E-12

X VALUES

  0.11253273108E+01 -0.24070055979E+00

MEAN OF DEPENDENT VARIABLE   749999.268957967

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.125327311       0.161017247    6.98886
  2      -0.100000000      -0.240700560       0.156132584   -1.54164

SE of equation          =      0.024625372
Sum of squared residuals =  0.703434361E-01   0.878571751    
Sum of ABS residuals     =   1.07920932    
R squared                =    1.00000
Durbin-Watson statistic  =    1.41339

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.349831594108E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.336866784471E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.51065976530E-11 -0.44249637547E-11

X VALUES

  0.11957524462E+01 -0.25089991380E+00

MEAN OF DEPENDENT VARIABLE   749999.271285697

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.195752446       0.086635705   13.80207
  2      -0.100000000      -0.250899914       0.085425148   -2.93707

SE of equation          =      0.040636286
Sum of squared residuals =  0.336866784        1.39204578    
Sum of ABS residuals     =   3.57624787    
R squared                =    1.00000
Durbin-Watson statistic  =    1.72899

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.5234225E-01 0.5234225E-01  1.083667      1.083667    
  1954.2 0.5783462E-01 0.5783462E-01 0.8143333     0.8143333    
  1954.3 0.5970489E-01 0.5970489E-01 0.8696667     0.8696667    
  1954.4 0.5361334E-01 0.5361334E-01  1.036333      1.036333    
  1955.1 0.4710636E-01 0.4710636E-01  1.256333      1.256333    
  1955.2 0.4380454E-01 0.4380454E-01  1.614333      1.614333    
  1955.3 0.4109694E-01 0.4109694E-01  1.861333      1.861333    
  1955.4 0.4208878E-01 0.4208878E-01  2.349333      2.349333    
  1956.1 0.4031458E-01 0.4031458E-01  2.379333      2.379333    
  1956.2 0.4190614E-01 0.4190614E-01  2.596667      2.596667    
  1956.3 0.4128671E-01 0.4128671E-01  2.596667      2.596667    
  1956.4 0.4100540E-01 0.4100540E-01  3.063667      3.063667    
  1957.1 0.3946671E-01 0.3946671E-01  3.171667      3.171667    
  1957.2 0.4062513E-01 0.4062513E-01  3.157000      3.157000    
  1957.3 0.4207225E-01 0.4207225E-01  3.382333      3.382333    
  1957.4 0.4923487E-01 0.4923487E-01  3.343333      3.343333    
  1958.1 0.6275076E-01 0.6275076E-01  1.838000      1.838000    
  1958.2 0.7359928E-01 0.7359928E-01  1.017667      1.017667    
  1958.3 0.7309055E-01 0.7309055E-01  1.710667      1.710667    
  1958.4 0.6352766E-01 0.6352766E-01  2.787667      2.787667    
  1959.1 0.5798631E-01 0.5798631E-01  2.800333      2.800333    
  1959.2 0.5104500E-01 0.5104500E-01  3.019333      3.019333    
  1959.3 0.5287044E-01 0.5287044E-01  3.533000      3.533000    
  1959.4 0.5592834E-01 0.5592834E-01  4.299333      4.299333    
  1960.1 0.5159512E-01 0.5159512E-01  3.943000      3.943000    
  1960.2 0.5225835E-01 0.5225835E-01  3.092333      3.092333    
  1960.3 0.5549938E-01 0.5549938E-01  2.390333      2.390333    
  1960.4 0.6251647E-01 0.6251647E-01  2.360667      2.360667    
  1961.1 0.6773354E-01 0.6773354E-01  2.376667      2.376667    
  1961.2 0.6971717E-01 0.6971717E-01  2.324667      2.324667    
  1961.3 0.6749309E-01 0.6749309E-01  2.324667      2.324667    
  1961.4 0.6171891E-01 0.6171891E-01  2.475000      2.475000    
  1962.1 0.5614436E-01 0.5614436E-01  2.739000      2.739000    
  1962.2 0.5482584E-01 0.5482584E-01  2.716000      2.716000    
  1962.3 0.5539051E-01 0.5539051E-01  2.858000      2.858000    
  1962.4 0.5505923E-01 0.5505923E-01  2.803333      2.803333    
  1963.1 0.5779253E-01 0.5779253E-01  2.909000      2.909000    
  1963.2 0.5680856E-01 0.5680856E-01  2.941333      2.941333    
  1963.3 0.5493742E-01 0.5493742E-01  3.280667      3.280667    
  1963.4 0.5572673E-01 0.5572673E-01  3.499333      3.499333    
  1964.1 0.5457706E-01 0.5457706E-01  3.538000      3.538000    
  1964.2 0.5220257E-01 0.5220257E-01  3.481333      3.481333    
  1964.3 0.4989598E-01 0.4989598E-01  3.504000      3.504000    
  1964.4 0.4953597E-01 0.4953597E-01  3.685000      3.685000    
  1965.1 0.4871666E-01 0.4871666E-01  3.899667      3.899667    
  1965.2 0.4655354E-01 0.4655354E-01  3.879000      3.879000    
  1965.3 0.4351989E-01 0.4351989E-01  3.859667      3.859667    
  1965.4 0.4102298E-01 0.4102298E-01  4.158667      4.158667    
  1966.1 0.3848268E-01 0.3848268E-01  4.630667      4.630667    
  1966.2 0.3807639E-01 0.3807639E-01  4.597333      4.597333    
  1966.3 0.3750700E-01 0.3750700E-01  5.047667      5.047667    
  1966.4 0.3683286E-01 0.3683286E-01  5.246000      5.246000    
  1967.1 0.3809930E-01 0.3809930E-01  4.533667      4.533667    
  1967.2 0.3806934E-01 0.3806934E-01  3.657333      3.657333    
  1967.3 0.3784696E-01 0.3784696E-01  4.344667      4.344667    
  1967.4 0.3915978E-01 0.3915978E-01  4.787333      4.787333    
  1968.1 0.3728355E-01 0.3728355E-01  5.064667      5.064667    
  1968.2 0.3537721E-01 0.3537721E-01  5.510000      5.510000    
  1968.3 0.3510557E-01 0.3510557E-01  5.226333      5.226333    
  1968.4 0.3392130E-01 0.3392130E-01  5.580667      5.580667    
  1969.1 0.3376971E-01 0.3376971E-01  6.137667      6.137667    
  1969.2 0.3424592E-01 0.3424592E-01  6.240000      6.240000    
  1969.3 0.3590757E-01 0.3590757E-01  7.046667      7.046667    
  1969.4 0.3581941E-01 0.3581941E-01  7.317667      7.317667    
  1970.1 0.4159508E-01 0.4159508E-01  7.262667      7.262667    
  1970.2 0.4746577E-01 0.4746577E-01  6.752333      6.752333    
  1970.3 0.5169088E-01 0.5169088E-01  6.374667      6.374667    
  1970.4 0.5802797E-01 0.5802797E-01  5.358333      5.358333    
  1971.1 0.5914467E-01 0.5914467E-01  3.863333      3.863333    
  1971.2 0.5907857E-01 0.5907857E-01  4.206000      4.206000    
  1971.3 0.5983336E-01 0.5983336E-01  5.050333      5.050333    
  1971.4 0.5954344E-01 0.5954344E-01  4.234333      4.234333    
  1972.1 0.5768041E-01 0.5768041E-01  3.435333      3.435333    
  1972.2 0.5658509E-01 0.5658509E-01  3.748333      3.748333    
  1972.3 0.5584112E-01 0.5584112E-01  4.241333      4.241333    
  1972.4 0.5304486E-01 0.5304486E-01  4.851333      4.851333    
  1973.1 0.4950510E-01 0.4950510E-01  5.639667      5.639667    
  1973.2 0.4889844E-01 0.4889844E-01  6.608333      6.608333    
  1973.3 0.4793204E-01 0.4793204E-01  8.388333      8.388333    
  1973.4 0.4769321E-01 0.4769321E-01  7.461667      7.461667    
  1974.1 0.5085049E-01 0.5085049E-01  7.600333      7.600333    
  1974.2 0.5161500E-01 0.5161500E-01  8.268000      8.268000    
  1974.3 0.5583721E-01 0.5583721E-01  8.286333      8.286333    
  1974.4 0.6556479E-01 0.6556479E-01  7.336000      7.336000    
  1975.1 0.8217515E-01 0.8217515E-01  5.873333      5.873333    
  1975.2 0.8828988E-01 0.8828988E-01  5.400667      5.400667    
  1975.3 0.8467753E-01 0.8467753E-01  6.336667      6.336667    
  1975.4 0.8259670E-01 0.8259670E-01  5.684333      5.684333    
  1976.1 0.7723461E-01 0.7723461E-01  4.953333      4.953333    
  1976.2 0.7526804E-01 0.7526804E-01  5.168667      5.168667    
  1976.3 0.7700112E-01 0.7700112E-01  5.168667      5.168667    
  1976.4 0.7733424E-01 0.7733424E-01  4.698000      4.698000    
  1977.1 0.7493048E-01 0.7493048E-01  4.624000      4.624000    
  1977.2 0.7104693E-01 0.7104693E-01  4.828667      4.828667    
  1977.3 0.6864221E-01 0.6864221E-01  5.472000      5.472000    
  1977.4 0.6612385E-01 0.6612385E-01  6.137000      6.137000    
  1978.1 0.6326666E-01 0.6326666E-01  6.408000      6.408000    
  1978.2 0.5999476E-01 0.5999476E-01  6.481000      6.481000    
  1978.3 0.6021465E-01 0.6021465E-01  7.315333      7.315333    
  1978.4 0.5883992E-01 0.5883992E-01  8.680333      8.680333    
  1979.1 0.5877879E-01 0.5877879E-01  9.357667      9.357667    
  1979.2 0.5714052E-01 0.5714052E-01  9.372333      9.372333    
  1979.3 0.5868435E-01 0.5868435E-01  9.631333      9.631333    
  1979.4 0.5940129E-01 0.5940129E-01  11.80367      11.80367    
  1980.1 0.6296949E-01 0.6296949E-01  13.45867      13.45867    
  1980.2 0.7323656E-01 0.7323656E-01  10.04933      10.04933    
  1980.3 0.7680771E-01 0.7680771E-01  9.235333      9.235333    
  1980.4 0.7398623E-01 0.7398623E-01  13.70967      13.70967    
  1981.1 0.7426606E-01 0.7426606E-01  14.36900      14.36900    
  1981.2 0.7398937E-01 0.7398937E-01  14.82900      14.82900    
  1981.3 0.7417361E-01 0.7417361E-01  15.08733      15.08733    
  1981.4 0.8241053E-01 0.8241053E-01  12.02267      12.02267    
  1982.1 0.8843563E-01 0.8843563E-01  12.89500      12.89500    
  1982.2 0.9425762E-01 0.9425762E-01  12.35900      12.35900    
  1982.3 0.9942961E-01 0.9942961E-01  9.705333      9.705333    
  1982.4 0.1067659     0.1067659      7.935000      7.935000    
  1983.1 0.1039701     0.1039701      8.081333      8.081333    
  1983.2 0.1010214     0.1010214      8.420667      8.420667    
  1983.3 0.9360138E-01 0.9360138E-01  9.186667      9.186667    
  1983.4 0.8541760E-01 0.8541760E-01  8.793333      8.793333    
  1984.1 0.7871758E-01 0.7871758E-01  9.133333      9.133333    
  1984.2 0.7478733E-01 0.7478733E-01  9.843333      9.843333    
  1984.3 0.7451999E-01 0.7451999E-01  10.34333      10.34333    
  1984.4 0.7283015E-01 0.7283015E-01  8.973333      8.973333    
  1985.1 0.7279936E-01 0.7279936E-01  8.183333      8.183333    
  1985.2 0.7288834E-01 0.7288834E-01  7.523333      7.523333    
  1985.3 0.7210537E-01 0.7210537E-01  7.103333      7.103333    
  1985.4 0.7054201E-01 0.7054201E-01  7.146667      7.146667    
  1986.1 0.7015712E-01 0.7015712E-01  6.886667      6.886667    
  1986.2 0.7180384E-01 0.7180384E-01  6.130000      6.130000    
  1986.3 0.6991001E-01 0.6991001E-01  5.533333      5.533333    
  1986.4 0.6835172E-01 0.6835172E-01  5.340000      5.340000    
  1987.1 0.6620689E-01 0.6620689E-01  5.533333      5.533333    
  1987.2 0.6280795E-01 0.6280795E-01  5.733333      5.733333    
  1987.3 0.6014193E-01 0.6014193E-01  6.033333      6.033333    
  1987.4 0.5868976E-01 0.5868976E-01  6.003333      6.003333    
  1988.1 0.5727587E-01 0.5727587E-01  5.760000      5.760000    
  1988.2 0.5487146E-01 0.5487146E-01  6.230000      6.230000    
  1988.3 0.5492451E-01 0.5492451E-01  6.993333      6.993333    
  1988.4 0.5350265E-01 0.5350265E-01  7.703333      7.703333    
  1989.1 0.5215423E-01 0.5215423E-01  8.533333      8.533333    
  1989.2 0.5244464E-01 0.5244464E-01  8.440000      8.440000    
  1989.3 0.5277223E-01 0.5277223E-01  7.850000      7.850000    
  1989.4 0.5373561E-01 0.5373561E-01  7.633333      7.633333    
  1990.1 0.5300361E-01 0.5300361E-01  7.756667      7.756667    
  1990.2 0.5337414E-01 0.5337414E-01  7.766667      7.766667    
  1990.3 0.5687498E-01 0.5687498E-01  7.493333      7.493333    
  1990.4 0.6113686E-01 0.6113686E-01  7.023333      7.023333    
  1991.1 0.6574073E-01 0.6574073E-01  6.053333      6.053333    
  1991.2 0.6823443E-01 0.6823443E-01  5.593333      5.593333    
  1991.3 0.6853392E-01 0.6853392E-01  5.406667      5.406667    
  1991.4 0.7096660E-01 0.7096660E-01  4.583333      4.583333    
  1992.1 0.7379080E-01 0.7379080E-01  3.910000      3.910000    
  1992.2 0.7594573E-01 0.7594573E-01  3.723333      3.723333    
  1992.3 0.7626478E-01 0.7626478E-01  3.130000      3.130000    
  1992.4 0.7406133E-01 0.7406133E-01  3.076667      3.076667    
  1993.1 0.7149713E-01 0.7149713E-01  2.993333      2.993333    
  1993.2 0.7068857E-01 0.7068857E-01  2.983333      2.983333    
  1993.3 0.6799552E-01 0.6799552E-01  3.020000      3.020000    
  1993.4 0.6619143E-01 0.6619143E-01  3.080000      3.080000    
  1994.1 0.6555817E-01 0.6555817E-01  3.250000      3.250000    
  1994.2 0.6165512E-01 0.6165512E-01  4.036667      4.036667    
  1994.3 0.6001291E-01 0.6001291E-01  4.510000      4.510000    
  1994.4 0.5619378E-01 0.5619378E-01  5.283333      5.283333    
  1995.1 0.5477964E-01 0.5477964E-01  5.780000      5.780000    
  1995.2 0.5674622E-01 0.5674622E-01  5.623333      5.623333    
  1995.3 0.5658385E-01 0.5658385E-01  5.380000      5.380000    
  1995.4 0.5572015E-01 0.5572015E-01  5.270000      5.270000    
  1996.1 0.5545427E-01 0.5545427E-01  4.950000      4.950000    
  1996.2 0.5470120E-01 0.5470120E-01  5.040000      5.040000    
  1996.3 0.5259294E-01 0.5259294E-01  5.136667      5.136667    
  1996.4 0.5310254E-01 0.5310254E-01  4.970000      4.970000    
  1997.1 0.5223738E-01 0.5223738E-01  5.063333      5.063333    
  1997.2 0.4974959E-01 0.4974959E-01  5.073333      5.073333    
  1997.3 0.4858023E-01 0.4858023E-01  5.056667      5.056667    
  1997.4 0.4680572E-01 0.4680572E-01  5.086667      5.086667    
  1998.1 0.4637954E-01 0.4637954E-01  5.053333      5.053333    
  1998.2 0.4414228E-01 0.4414228E-01  4.976667      4.976667    
  1998.3 0.4528502E-01 0.4528502E-01  4.823333      4.823333    
  1998.4 0.4429607E-01 0.4429607E-01  4.253333      4.253333    
  1999.1 0.4284456E-01 0.4284456E-01  4.406667      4.406667    
  1999.2 0.4248440E-01 0.4248440E-01  4.453333      4.453333    
  1999.3 0.4243400E-01 0.4243400E-01  4.650000      4.650000    
  1999.4 0.4077788E-01 0.4077788E-01  5.043333      5.043333    
  2000.1 0.4048765E-01 0.4048765E-01  5.520000      5.520000    
  2000.2 0.3947782E-01 0.3947782E-01  5.713333      5.713333    
  2000.3 0.4030117E-01 0.4030117E-01  6.016667      6.016667    
  2000.4 0.3918419E-01 0.3918419E-01  6.016667      6.016667    
  2001.1 0.4230321E-01 0.4230321E-01  4.816667      4.816667    
  2001.2 0.4411448E-01 0.4411448E-01  3.660000      3.660000    
  2001.3 0.4819249E-01 0.4819249E-01  3.170000      3.170000    
  2001.4 0.5537421E-01 0.5537421E-01  1.906667      1.906667    
  2002.1 0.5705425E-01 0.5705425E-01  1.820000      1.820000    
  2002.2 0.5845793E-01 0.5845793E-01  1.716667      1.716667    
  2002.3 0.5732000E-01 0.5732000E-01  1.643333      1.643333    
  2002.4 0.5851777E-01 0.5851777E-01  1.333333      1.333333    
  2003.1 0.5873963E-01 0.5873963E-01  1.156667      1.156667    
  2003.2 0.6152488E-01 0.6152488E-01  1.043333      1.043333    
  2003.3 0.6107130E-01 0.6107130E-01 0.9300000     0.9300000    
  2003.4 0.5820932E-01 0.5820932E-01 0.9166667     0.9166667    
  2004.1 0.5687648E-01 0.5687648E-01 0.9166667     0.9166667    
  2004.2 0.5595400E-01 0.5595400E-01  1.076667      1.076667    
  2004.3 0.5440757E-01 0.5440757E-01  1.486667      1.486667    
  2004.4 0.5396538E-01 0.5396538E-01  2.006667      2.006667    
  2005.1 0.5292068E-01 0.5292068E-01  2.536667      2.536667    
  2005.2 0.5115378E-01 0.5115378E-01  2.863333      2.863333    
  2005.3 0.4975337E-01 0.4975337E-01  3.360000      3.360000    
  2005.4 0.4964352E-01 0.4964352E-01  3.826667      3.826667    
  2006.1 0.4731667E-01 0.4731667E-01  4.393333      4.393333    
  2006.2 0.4666969E-01 0.4666969E-01  4.703333      4.703333    
  2006.3 0.4655398E-01 0.4655398E-01  4.906667      4.906667    
  2006.4 0.4466963E-01 0.4466963E-01  4.903333      4.903333    
  2007.1 0.4536088E-01 0.4536088E-01  4.983333      4.983333    
  2007.2 0.4507805E-01 0.4507805E-01  4.736667      4.736667    
  2007.3 0.4670151E-01 0.4670151E-01  4.303333      4.303333    
  2007.4 0.4813029E-01 0.4813029E-01  3.390000      3.390000    
  2008.1 0.5003156E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.5342301E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.6031500E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.6893691E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.8320018E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9302722E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.9634081E-01 0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.9947913E-01 0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.9839679E-01 0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.9669077E-01 0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.9503750E-01 0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.9562079E-01 0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.9037142E-01 0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.9070795E-01 0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.9026190E-01 0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.8684791E-01 0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.8242564E-01 0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.8159758E-01 0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.8028001E-01 0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.7824049E-01 0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.7744645E-01 0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.7540960E-01 0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.7301170E-01 0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.7321988E-01 0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.7353172E-01 0.7353172E-01 0.2222305     0.2222305    
  2014.2 0.7371212E-01 0.7371212E-01 0.2267692     0.2267692    
  2014.3 0.7344075E-01 0.7344075E-01 0.2727381     0.2727381    
  2014.4 0.7270034E-01 0.7270034E-01 0.3896289     0.3896289    
  2015.1 0.7163268E-01 0.7163268E-01 0.5446822     0.5446822    
  2015.2 0.7041296E-01 0.7041296E-01 0.7056998     0.7056998    
  2015.3 0.6919799E-01 0.6919799E-01 0.8622789     0.8622789    
  2015.4 0.6810526E-01 0.6810526E-01  1.011500      1.011500    
  2016.1 0.6720077E-01 0.6720077E-01  1.148466      1.148466    
  2016.2 0.6650839E-01 0.6650839E-01  1.268463      1.268463    
  2016.3 0.6602361E-01 0.6602361E-01  1.370028      1.370028    
  2016.4 0.6572500E-01 0.6572500E-01  1.454232      1.454232    
  2017.1 0.6557762E-01 0.6557762E-01  1.523254      1.523254    
  2017.2 0.6554472E-01 0.6554472E-01  1.579320      1.579320    
  2017.3 0.6559437E-01 0.6559437E-01  1.624370      1.624370    
  2017.4 0.6569973E-01 0.6569973E-01  1.660170      1.660170    
  2018.1 0.6583532E-01 0.6583532E-01  1.688692      1.688692    
  2018.2 0.6598118E-01 0.6598118E-01  1.711782      1.711782    
  2018.3 0.6612472E-01 0.6612472E-01  1.730742      1.730742    
  2018.4 0.6625905E-01 0.6625905E-01  1.746369      1.746369    
  2019.1 0.6637441E-01 0.6637441E-01  1.759767      1.759767    
  2019.2 0.6646188E-01 0.6646188E-01  1.772234      1.772234    
  2019.3 0.6651811E-01 0.6651811E-01  1.784603      1.784603    
  2019.4 0.6654506E-01 0.6654506E-01  1.797049      1.797049    
  2020.1 0.6654177E-01 0.6654177E-01  1.809908      1.809908    
  2020.2 0.6650849E-01 0.6650849E-01  1.823601      1.823601    
  2020.3 0.6644969E-01 0.6644969E-01  1.838160      1.838160    
  2020.4 0.6637212E-01 0.6637212E-01  1.853213      1.853213    

NAME          UR            URZZ          RS            RSZZ    
  1954.1 0.4570854E-01 0.5234225E-01  1.340692      1.083667    
  1954.2 0.5206297E-01 0.5783462E-01  1.216919     0.8143333    
  1954.3 0.5640540E-01 0.5970489E-01  1.463049     0.8696667    
  1954.4 0.5932417E-01 0.5361334E-01  1.812301      1.036333    
  1955.1 0.5920336E-01 0.4710636E-01  1.547801      1.256333    
  1955.2 0.5462072E-01 0.4380454E-01  1.845607      1.614333    
  1955.3 0.4532020E-01 0.4109694E-01  2.769324      1.861333    
  1955.4 0.3971294E-01 0.4208878E-01  3.540661      2.349333    
  1956.1 0.3136875E-01 0.4031458E-01  4.595247      2.379333    
  1956.2 0.2564270E-01 0.4190614E-01  5.462041      2.596667    
  1956.3 0.1678185E-01 0.4128671E-01  7.332357      2.596667    
  1956.4 0.1330734E-01 0.4100540E-01  7.666629      3.063667    
  1957.1 0.1235013E-01 0.3946671E-01  7.258619      3.171667    
  1957.2 0.1880548E-01 0.4062513E-01  6.737042      3.157000    
  1957.3 0.2910275E-01 0.4207225E-01  5.389908      3.382333    
  1957.4 0.3582564E-01 0.4923487E-01  4.554840      3.343333    
  1958.1 0.4145874E-01 0.6275076E-01  4.019659      1.838000    
  1958.2 0.4006517E-01 0.7359928E-01  4.678961      1.017667    
  1958.3 0.3907302E-01 0.7309055E-01  5.406480      1.710667    
  1958.4 0.4501213E-01 0.6352766E-01  2.778395      2.787667    
  1959.1 0.4806651E-01 0.5798631E-01  1.542120      2.800333    
  1959.2 0.5278144E-01 0.5104500E-01  2.041884      3.019333    
  1959.3 0.7081076E-01 0.5287044E-01  1.106005      3.533000    
  1959.4 0.8003830E-01 0.5592834E-01  0.000000      4.299333    
  1960.1 0.9231761E-01 0.5159512E-01  0.000000      3.943000    
  1960.2 0.9142792E-01 0.5225835E-01 0.3950204      3.092333    
  1960.3 0.8033829E-01 0.5549938E-01  1.214693      2.390333    
  1960.4 0.7211085E-01 0.6251647E-01 0.9992287      2.360667    
  1961.1 0.6196639E-01 0.6773354E-01  1.347074      2.376667    
  1961.2 0.5334492E-01 0.6971717E-01  2.708294      2.324667    
  1961.3 0.4534838E-01 0.6749309E-01  4.303556      2.324667    
  1961.4 0.3778009E-01 0.6171891E-01  5.841570      2.475000    
  1962.1 0.3316216E-01 0.5614436E-01  6.346685      2.739000    
  1962.2 0.4110782E-01 0.5482584E-01  3.643385      2.716000    
  1962.3 0.3818615E-01 0.5539051E-01  2.381242      2.858000    
  1962.4 0.3177182E-01 0.5505923E-01  4.863971      2.803333    
  1963.1 0.3180796E-01 0.5779253E-01  6.108307      2.909000    
  1963.2 0.2800294E-01 0.5680856E-01  6.360900      2.941333    
  1963.3 0.2332489E-01 0.5493742E-01  7.363470      3.280667    
  1963.4 0.1814218E-01 0.5572673E-01  8.213396      3.499333    
  1964.1 0.2013441E-01 0.5457706E-01  8.318751      3.538000    
  1964.2 0.2092375E-01 0.5220257E-01  8.112683      3.481333    
  1964.3 0.2198086E-01 0.4989598E-01  8.032813      3.504000    
  1964.4 0.2429958E-01 0.4953597E-01  8.348659      3.685000    
  1965.1 0.2440726E-01 0.4871666E-01  8.099467      3.899667    
  1965.2 0.2650590E-01 0.4655354E-01  7.627934      3.879000    
  1965.3 0.3098035E-01 0.4351989E-01  7.011494      3.859667    
  1965.4 0.3462936E-01 0.4102298E-01  6.643095      4.158667    
  1966.1 0.3774230E-01 0.3848268E-01  6.518761      4.630667    
  1966.2 0.3789276E-01 0.3807639E-01  6.560987      4.597333    
  1966.3 0.3697783E-01 0.3750700E-01  6.660588      5.047667    
  1966.4 0.3819385E-01 0.3683286E-01  6.272929      5.246000    
  1967.1 0.3890643E-01 0.3809930E-01  6.164597      4.533667    
  1967.2 0.4088208E-01 0.3806934E-01  5.750226      3.657333    
  1967.3 0.4279325E-01 0.3784696E-01  5.473971      4.344667    
  1967.4 0.3961357E-01 0.3915978E-01  6.084875      4.787333    
  1968.1 0.3936342E-01 0.3728355E-01  6.683815      5.064667    
  1968.2 0.3892827E-01 0.3537721E-01  6.075689      5.510000    
  1968.3 0.4146536E-01 0.3510557E-01  5.298041      5.226333    
  1968.4 0.4673641E-01 0.3392130E-01  4.207052      5.580667    
  1969.1 0.5085086E-01 0.3376971E-01  4.183519      6.137667    
  1969.2 0.5590269E-01 0.3424592E-01  3.491932      6.240000    
  1969.3 0.5968657E-01 0.3590757E-01  2.857275      7.046667    
  1969.4 0.6026244E-01 0.3581941E-01  3.063697      7.317667    
  1970.1 0.6164815E-01 0.4159508E-01  3.488153      7.262667    
  1970.2 0.6340247E-01 0.4746577E-01  3.698769      6.752333    
  1970.3 0.6383191E-01 0.5169088E-01  3.747479      6.374667    
  1970.4 0.6277427E-01 0.5802797E-01  3.905188      5.358333    
  1971.1 0.6775136E-01 0.5914467E-01  3.363141      3.863333    
  1971.2 0.6487158E-01 0.5907857E-01  3.690118      4.206000    
  1971.3 0.5947028E-01 0.5983336E-01  5.056913      5.050333    
  1971.4 0.5212451E-01 0.5954344E-01  6.137300      4.234333    
  1972.1 0.5066392E-01 0.5768041E-01  7.080363      3.435333    
  1972.2 0.4802728E-01 0.5658509E-01  7.715002      3.748333    
  1972.3 0.4929763E-01 0.5584112E-01  7.481147      4.241333    
  1972.4 0.5554420E-01 0.5304486E-01  6.984342      4.851333    
  1973.1 0.6527583E-01 0.4950510E-01  6.123169      5.639667    
  1973.2 0.7225037E-01 0.4889844E-01  5.284335      6.608333    
  1973.3 0.7734737E-01 0.4793204E-01  5.256314      8.388333    
  1973.4 0.7739848E-01 0.4769321E-01  5.797294      7.461667    
  1974.1 0.7701196E-01 0.5085049E-01  5.560723      7.600333    
  1974.2 0.7462081E-01 0.5161500E-01  5.389536      8.268000    
  1974.3 0.7662721E-01 0.5583721E-01  5.693652      8.286333    
  1974.4 0.7501645E-01 0.6556479E-01  6.134359      7.336000    
  1975.1 0.6993539E-01 0.8217515E-01  6.689791      5.873333    
  1975.2 0.6663104E-01 0.8828988E-01  7.054733      5.400667    
  1975.3 0.6038610E-01 0.8467753E-01  8.652308      6.336667    
  1975.4 0.5390893E-01 0.8259670E-01  8.806382      5.684333    
  1976.1 0.4935948E-01 0.7723461E-01  8.661834      4.953333    
  1976.2 0.4732418E-01 0.7526804E-01  8.693483      5.168667    
  1976.3 0.5047198E-01 0.7700112E-01  8.470343      5.168667    
  1976.4 0.5169239E-01 0.7733424E-01  7.701594      4.698000    
  1977.1 0.5846119E-01 0.7493048E-01  7.187531      4.624000    
  1977.2 0.5820991E-01 0.7104693E-01  7.690112      4.828667    
  1977.3 0.5546339E-01 0.6864221E-01  8.793427      5.472000    
  1977.4 0.5221015E-01 0.6612385E-01  9.208471      6.137000    
  1978.1 0.5231779E-01 0.6326666E-01  9.127660      6.408000    
  1978.2 0.5228702E-01 0.5999476E-01  9.235048      6.481000    
  1978.3 0.4866193E-01 0.6021465E-01  10.31417      7.315333    
  1978.4 0.4759090E-01 0.5883992E-01  9.982355      8.680333    
  1979.1 0.4942368E-01 0.5877879E-01  9.828154      9.357667    
  1979.2 0.5427561E-01 0.5714052E-01  8.925809      9.372333    
  1979.3 0.5846190E-01 0.5868435E-01  8.366668      9.631333    
  1979.4 0.6201317E-01 0.5940129E-01  12.18952      11.80367    
  1980.1 0.6714417E-01 0.6296949E-01  12.95722      13.45867    
  1980.2 0.7245509E-01 0.7323656E-01  8.799543      10.04933    
  1980.3 0.8052962E-01 0.7680771E-01  7.536775      9.235333    
  1980.4 0.8364174E-01 0.7398623E-01  11.77853      13.70967    
  1981.1 0.8934939E-01 0.7426606E-01  13.75251      14.36900    
  1981.2 0.9916976E-01 0.7398937E-01  12.01926      14.82900    
  1981.3 0.1057697     0.7417361E-01  9.279394      15.08733    
  1981.4 0.1098911     0.8241053E-01  8.475159      12.02267    
  1982.1 0.1134179     0.8843563E-01  9.537853      12.89500    
  1982.2 0.1121202     0.9425762E-01  6.078275      12.35900    
  1982.3 0.1093038     0.9942961E-01  5.790197      9.705333    
  1982.4 0.1021395     0.1067659      7.208362      7.935000    
  1983.1 0.8999471E-01 0.1039701      8.249885      8.081333    
  1983.2 0.8012224E-01 0.1010214      8.791480      8.420667    
  1983.3 0.7166659E-01 0.9360138E-01  9.147137      9.186667    
  1983.4 0.6595887E-01 0.8541760E-01  9.366207      8.793333    
  1984.1 0.6402257E-01 0.7871758E-01  9.436559      9.133333    
  1984.2 0.5995310E-01 0.7478733E-01  9.279659      9.843333    
  1984.3 0.5879035E-01 0.7451999E-01  10.12173      10.34333    
  1984.4 0.5605436E-01 0.7283015E-01  11.41312      8.973333    
  1985.1 0.6029617E-01 0.7279936E-01  11.18884      8.183333    
  1985.2 0.5796396E-01 0.7288834E-01  10.81398      7.523333    
  1985.3 0.4841982E-01 0.7210537E-01  11.35137      7.103333    
  1985.4 0.4704479E-01 0.7054201E-01  10.63971      7.146667    
  1986.1 0.4495907E-01 0.7015712E-01  10.21379      6.886667    
  1986.2 0.4221673E-01 0.7180384E-01  10.37068      6.130000    
  1986.3 0.3932910E-01 0.6991001E-01  10.92239      5.533333    
  1986.4 0.3569332E-01 0.6835172E-01  11.02772      5.340000    
  1987.1 0.3538126E-01 0.6620689E-01  10.27060      5.533333    
  1987.2 0.3712797E-01 0.6280795E-01  9.337744      5.733333    
  1987.3 0.4229819E-01 0.6014193E-01  8.544567      6.033333    
  1987.4 0.4620268E-01 0.5868976E-01  7.517676      6.003333    
  1988.1 0.5196268E-01 0.5727587E-01  6.383826      5.760000    
  1988.2 0.5110958E-01 0.5487146E-01  6.589070      6.230000    
  1988.3 0.4786043E-01 0.5492451E-01  7.381008      6.993333    
  1988.4 0.5084302E-01 0.5350265E-01  4.802126      7.703333    
  1989.1 0.5388248E-01 0.5215423E-01  3.256671      8.533333    
  1989.2 0.5721759E-01 0.5244464E-01  3.364596      8.440000    
  1989.3 0.6016236E-01 0.5277223E-01  2.864912      7.850000    
  1989.4 0.5999602E-01 0.5373561E-01  2.397052      7.633333    
  1990.1 0.5955354E-01 0.5300361E-01  3.184090      7.756667    
  1990.2 0.5868295E-01 0.5337414E-01  3.496565      7.766667    
  1990.3 0.5927509E-01 0.5687498E-01  3.306524      7.493333    
  1990.4 0.6041143E-01 0.6113686E-01  3.273544      7.023333    
  1991.1 0.5857997E-01 0.6574073E-01  3.385661      6.053333    
  1991.2 0.5540636E-01 0.6823443E-01  3.708483      5.593333    
  1991.3 0.5269340E-01 0.6853392E-01  3.826430      5.406667    
  1991.4 0.4946702E-01 0.7096660E-01  4.035861      4.583333    
  1992.1 0.4773084E-01 0.7379080E-01  4.917904      3.910000    
  1992.2 0.4852959E-01 0.7594573E-01  5.666236      3.723333    
  1992.3 0.4671702E-01 0.7626478E-01  6.937611      3.130000    
  1992.4 0.4609429E-01 0.7406133E-01  5.743170      3.076667    
  1993.1 0.4684139E-01 0.7149713E-01  5.817193      2.993333    
  1993.2 0.5101715E-01 0.7068857E-01  6.465126      2.983333    
  1993.3 0.6028123E-01 0.6799552E-01  6.658399      3.020000    
  1993.4 0.6630994E-01 0.6619143E-01  5.231989      3.080000    
  1994.1 0.6974289E-01 0.6555817E-01  4.803520      3.250000    
  1994.2 0.7312970E-01 0.6165512E-01  4.827750      4.036667    
  1994.3 0.7198716E-01 0.6001291E-01  4.763126      4.510000    
  1994.4 0.6888198E-01 0.5619378E-01  4.787147      5.283333    
  1995.1 0.6967958E-01 0.5477964E-01  4.239880      5.780000    
  1995.2 0.7023222E-01 0.5674622E-01  3.462148      5.623333    
  1995.3 0.6941196E-01 0.5658385E-01  3.011875      5.380000    
  1995.4 0.7035049E-01 0.5572015E-01  2.271733      5.270000    
  1996.1 0.6969829E-01 0.5545427E-01  1.797374      4.950000    
  1996.2 0.6918836E-01 0.5470120E-01  2.317762      5.040000    
  1996.3 0.6993892E-01 0.5259294E-01  2.867225      5.136667    
  1996.4 0.7061929E-01 0.5310254E-01  3.426401      4.970000    
  1997.1 0.7254274E-01 0.5223738E-01  2.698374      5.063333    
  1997.2 0.7419835E-01 0.4974959E-01  1.909705      5.073333    
  1997.3 0.7834161E-01 0.4858023E-01  1.719117      5.056667    
  1997.4 0.8025272E-01 0.4680572E-01  1.720964      5.086667    
  1998.1 0.8432580E-01 0.4637954E-01  1.128818      5.053333    
  1998.2 0.8535904E-01 0.4414228E-01 0.3370954      4.976667    
  1998.3 0.8282422E-01 0.4528502E-01 0.1269125      4.823333    
  1998.4 0.7989829E-01 0.4429607E-01  0.000000      4.253333    
  1999.1 0.7230026E-01 0.4284456E-01 0.9298455      4.406667    
  1999.2 0.6832690E-01 0.4248440E-01  1.930383      4.453333    
  1999.3 0.6341280E-01 0.4243400E-01  2.292891      4.650000    
  1999.4 0.5981155E-01 0.4077788E-01  2.253983      5.043333    
  2000.1 0.5381010E-01 0.4048765E-01  3.513503      5.520000    
  2000.2 0.5290378E-01 0.3947782E-01  3.581714      5.713333    
  2000.3 0.5860742E-01 0.4030117E-01  2.573569      6.016667    
  2000.4 0.6342321E-01 0.3918419E-01  1.177358      6.016667    
  2001.1 0.6738768E-01 0.4230321E-01 0.9893558      4.816667    
  2001.2 0.6917016E-01 0.4411448E-01  1.551015      3.660000    
  2001.3 0.6972612E-01 0.4819249E-01  1.626459      3.170000    
  2001.4 0.7154266E-01 0.5537421E-01 0.8606209      1.906667    
  2002.1 0.6776341E-01 0.5705425E-01 0.8283625      1.820000    
  2002.2 0.6415779E-01 0.5845793E-01  1.404435      1.716667    
  2002.3 0.5963296E-01 0.5732000E-01  2.111462      1.643333    
  2002.4 0.5850003E-01 0.5851777E-01  2.647858      1.333333    
  2003.1 0.5775076E-01 0.5873963E-01  3.045985      1.156667    
  2003.2 0.6366997E-01 0.6152488E-01 0.7040834      1.043333    
  2003.3 0.5774645E-01 0.6107130E-01  0.000000     0.9300000    
  2003.4 0.4866877E-01 0.5820932E-01  2.578496     0.9166667    
  2004.1 0.4229181E-01 0.5687648E-01  3.302068     0.9166667    
  2004.2 0.3905782E-01 0.5595400E-01  2.122344      1.076667    
  2004.3 0.3668930E-01 0.5440757E-01  1.606145      1.486667    
  2004.4 0.4233623E-01 0.5396538E-01 0.6419871      2.006667    
  2005.1 0.4767621E-01 0.5292068E-01 0.7385918      2.536667    
  2005.2 0.5155650E-01 0.5115378E-01 0.6690988      2.863333    
  2005.3 0.5414863E-01 0.4975337E-01 0.5587272      3.360000    
  2005.4 0.5330580E-01 0.4964352E-01 0.7783209      3.826667    
  2006.1 0.5581537E-01 0.4731667E-01 0.7158514      4.393333    
  2006.2 0.6006647E-01 0.4666969E-01 0.6296872      4.703333    
  2006.3 0.6515609E-01 0.4655398E-01  0.000000      4.906667    
  2006.4 0.6776120E-01 0.4466963E-01  0.000000      4.903333    
  2007.1 0.7600549E-01 0.4536088E-01  0.000000      4.983333    
  2007.2 0.7733866E-01 0.4507805E-01 0.1464702      4.736667    
  2007.3 0.7604754E-01 0.4670151E-01 0.8119291      4.303333    
  2007.4 0.7395263E-01 0.4813029E-01  1.069443      3.390000    
  2008.1 0.7492218E-01 0.5003156E-01  2.043333      2.043333    
  2008.2 0.7686972E-01 0.5342301E-01  1.626667      1.626667    
  2008.3 0.7934247E-01 0.6031500E-01  1.493333      1.493333    
  2008.4 0.8401356E-01 0.6893691E-01 0.2966667     0.2966667    
  2009.1 0.9256296E-01 0.8320018E-01 0.2133333     0.2133333    
  2009.2 0.9977736E-01 0.9302722E-01 0.1733333     0.1733333    
  2009.3 0.1084155     0.9634081E-01 0.1566667     0.1566667    
  2009.4 0.1160680     0.9947913E-01 0.5666667E-01 0.5666667E-01
  2010.1 0.1183105     0.9839679E-01 0.1066667     0.1066667    
  2010.2 0.1158892     0.9669077E-01 0.1466667     0.1466667    
  2010.3 0.1195603     0.9503750E-01 0.1566667     0.1566667    
  2010.4 0.1189889     0.9562079E-01 0.1366667     0.1366667    
  2011.1 0.1148760     0.9037142E-01 0.1266667     0.1266667    
  2011.2 0.1085852     0.9070795E-01 0.4666667E-01 0.4666667E-01
  2011.3 0.1074257     0.9026190E-01 0.2333333E-01 0.2333333E-01
  2011.4 0.1043705     0.8684791E-01 0.1333333E-01 0.1333333E-01
  2012.1 0.1020641     0.8242564E-01 0.6666667E-01 0.6666667E-01
  2012.2 0.1044367     0.8159758E-01 0.8666667E-01 0.8666667E-01
  2012.3 0.1054926     0.8028001E-01 0.1033333     0.1033333    
  2012.4 0.1043173     0.7824049E-01 0.8666667E-01 0.8666667E-01
  2013.1 0.1039622     0.7744645E-01 0.8666667E-01 0.8666667E-01
  2013.2 0.1046374     0.7540960E-01 0.5000000E-01 0.5000000E-01
  2013.3 0.1050660     0.7301170E-01 0.4000000E-01 0.4000000E-01
  2013.4 0.1040771     0.7321988E-01 0.1647563     0.1647563    
  2014.1 0.1014610     0.7353172E-01  0.000000     0.2222305    
  2014.2 0.1003792     0.7371212E-01  0.000000     0.2267692    
  2014.3 0.9943539E-01 0.7344075E-01  0.000000     0.2727381    
  2014.4 0.9725343E-01 0.7270034E-01 0.3372498E-01 0.3896289    
  2015.1 0.9685432E-01 0.7163268E-01  0.000000     0.5446822    
  2015.2 0.9627527E-01 0.7041296E-01  0.000000     0.7056998    
  2015.3 0.9559458E-01 0.6919799E-01  0.000000     0.8622789    
  2015.4 0.9389005E-01 0.6810526E-01 0.9217132E-01  1.011500    
  2016.1 0.9276753E-01 0.6720077E-01 0.3118614      1.148466    
  2016.2 0.9806893E-01 0.6650839E-01  0.000000      1.268463    
  2016.3 0.1010698     0.6602361E-01  0.000000      1.370028    
  2016.4 0.1035433     0.6572500E-01  0.000000      1.454232    
  2017.1 0.1043826     0.6557762E-01  0.000000      1.523254    
  2017.2 0.1064185     0.6554472E-01  0.000000      1.579320    
  2017.3 0.1019301     0.6559437E-01  0.000000      1.624370    
  2017.4 0.9839088E-01 0.6569973E-01  0.000000      1.660170    
  2018.1 0.9470257E-01 0.6583532E-01  0.000000      1.688692    
  2018.2 0.9062980E-01 0.6598118E-01  0.000000      1.711782    
  2018.3 0.8968004E-01 0.6612472E-01 0.3679349      1.730742    
  2018.4 0.8777258E-01 0.6625905E-01 0.7282236      1.746369    
  2019.1 0.8769497E-01 0.6637441E-01 0.4461730      1.759767    
  2019.2 0.8904434E-01 0.6646188E-01  0.000000      1.772234    
  2019.3 0.8978315E-01 0.6651811E-01  0.000000      1.784603    
  2019.4 0.8960577E-01 0.6654506E-01  0.000000      1.797049    
  2020.1 0.8717528E-01 0.6654177E-01 0.7217270      1.809908    
  2020.2 0.8658359E-01 0.6650849E-01  1.269457      1.823601    
  2020.3 0.8489150E-01 0.6644969E-01  1.367746      1.838160    
  2020.4 0.8115694E-01 0.6637212E-01  1.537538      1.853213    
Control passed to data set MCESSTR2.INP    
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
ERROR RETURN FROM MA22BD  N IS       0
Error in inversion routine. Matrix is singular or nearly singular.
Control returned to previous input data set.
Control passed to data set MCESTPX2.INP    
Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.221683726804E-01

TERMINATION. ITERS=    9 FUNCTION EVALS=     157 IER= 4 F=  0.172508052608E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.55535757477E-08 -0.79183726087E-09 -0.18509547485E-09

X VALUES

  0.47683550493E+00  0.71171143879E+00  0.80505859465E-01

MEAN OF DEPENDENT VARIABLE   749999.212552027

Equation number =  178
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.476835505       0.010294166   46.32095
  2       1.100000000       0.711711439       0.069717853   10.20845
  3      -0.100000000       0.080505859       0.063745049    1.26294

SE of equation          =      0.009195802
Sum of squared residuals =  0.172508053E-01   0.204126173E-01
Sum of ABS residuals     =  0.695084494    
R squared                =    1.00000
Durbin-Watson statistic  =    1.98697

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.203581613268E-01

TERMINATION. ITERS=    8 FUNCTION EVALS=     140 IER= 4 F=  0.124597735982E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.35940888868E-06 -0.12844022765E-05 -0.14304850822E-05

X VALUES

  0.66196114828E+00  0.11598468916E+01 -0.20901358182E+00

MEAN OF DEPENDENT VARIABLE   749999.235427259

Equation number =  189
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.661961148       0.019268415   34.35473
  2       1.100000000       1.159846892       0.069980883   16.57377
  3      -0.100000000      -0.209013582       0.065545727   -3.18882

SE of equation          =      0.007815198
Sum of squared residuals =  0.124597736E-01  -0.370260900E-01
Sum of ABS residuals     =  0.630940651    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99435

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.468224240600E-01

TERMINATION. ITERS=    6 FUNCTION EVALS=     108 IER= 4 F=  0.416146228233E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.18709701505E-07  0.21642325342E-07  0.17998444971E-07

X VALUES

  0.49547128958E+00  0.10778095728E+01 -0.17401934780E+00

MEAN OF DEPENDENT VARIABLE   749999.263322669

Equation number =  207
**********************

NBEG =  1965.1 NEND =  2012.4 NOB =  192


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.495471290       0.028131633   17.61260
  2       1.100000000       1.077809573       0.071583877   15.05660
  3      -0.100000000      -0.174019348       0.068320681   -2.54710

SE of equation          =      0.014722188
Sum of squared residuals =  0.416146228E-01   0.194087817    
Sum of ABS residuals     =  0.927425798    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99693

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.438067410649E-01

TERMINATION. ITERS=    5 FUNCTION EVALS=      88 IER= 4 F=  0.329927586461E-01
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.16986815259E-03 -0.53545311865E-04 -0.50917809312E-04

X VALUES

  0.46975236809E+00  0.11383714723E+01 -0.20524672677E+00

MEAN OF DEPENDENT VARIABLE   749999.246951545

Equation number =  222
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.469752368       0.009474779   49.57924
  2       1.100000000       1.138371472       0.069277189   16.43213
  3      -0.100000000      -0.205246727       0.064898275   -3.16259

SE of equation          =      0.012717280
Sum of squared residuals =  0.329927586E-01  -0.469284204E-01
Sum of ABS residuals     =   1.07129886    
R squared                =    1.00000
Durbin-Watson statistic  =    1.99850

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.103687831616E+03

TERMINATION. ITERS=    5 FUNCTION EVALS=      84 IER= 4 F=  0.103670848461E+03
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.26063458804E-04 -0.70107345353E-05 -0.65098814778E-05

X VALUES

  0.49959530465E+00  0.13063304576E+01 -0.35473075313E+00

MEAN OF DEPENDENT VARIABLE   749999.265222616

Equation number =  240
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.499595305       0.475680262    1.05028
  2       1.100000000       1.306330458       3.611361679    0.36173
  3      -0.100000000      -0.354730753       3.369973113   -0.10526

SE of equation          =      0.712874767
Sum of squared residuals =   103.670848        11.0011939    
Sum of ABS residuals     =   12.1927139    
R squared                =    1.00000
Durbin-Watson statistic  =    1.97734

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.161985424435E+02

TERMINATION. ITERS=    6 FUNCTION EVALS=     104 IER= 3 F=  0.161486556965E+02
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.10025163080E-06 -0.77254667349E-07 -0.38678435757E-07

X VALUES

  0.56523552509E+00  0.69624382504E+00  0.22044616495E-01

MEAN OF DEPENDENT VARIABLE   749999.229465840

Equation number =  248
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.565235525       0.395616417    1.42875
  2       1.100000000       0.696243825       0.652279677    1.06740
  3      -0.100000000       0.022044616       0.604706879    0.03646

SE of equation          =      0.281354006
Sum of squared residuals =   16.1486557        5.43135898    
Sum of ABS residuals     =   7.73093834    
R squared                =    1.00000
Durbin-Watson statistic  =    1.96954

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.829068719686E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      92 IER= 4 F=  0.653457382366E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.28854170182E-08  0.65794802257E-05  0.73608120813E-05

X VALUES

  0.97308418020E+00  0.12272246992E+01 -0.24936029550E+00

MEAN OF DEPENDENT VARIABLE   749999.369086903

Equation number =  257
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.973084180       0.082296721   11.82409
  2       1.100000000       1.227224699       0.080745039   15.19876
  3      -0.100000000      -0.249360295       0.080643317   -3.09214

SE of equation          =      0.063122866
Sum of squared residuals =  0.653457382       0.893130927    
Sum of ABS residuals     =   4.76651340    
R squared                =    1.00000
Durbin-Watson statistic  =    1.81808

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.288250171801E+00

TERMINATION. ITERS=    7 FUNCTION EVALS=     113 IER= 4 F=  0.261862865854E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.18117651700E-05 -0.21482433895E-06 -0.74699436846E-06

X VALUES

  0.54689717843E+00  0.94235398271E+00 -0.25007613522E+00

MEAN OF DEPENDENT VARIABLE   749999.281679967

Equation number =  268
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.546897178       0.039405659   13.87865
  2       1.100000000       0.942353983       0.097850741    9.63052
  3      -0.100000000      -0.250076135       0.096395963   -2.59426

SE of equation          =      0.035827943
Sum of squared residuals =  0.261862866        1.23596691    
Sum of ABS residuals     =   3.46178541    
R squared                =    1.00000
Durbin-Watson statistic  =    1.62791

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.379491824474E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      98 IER= 4 F=  0.338306385807E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

  0.23566511090E-05 -0.89175557271E-05 -0.14637985723E-04

X VALUES

  0.29211570956E+00  0.11763010460E+01 -0.30264245934E+00

MEAN OF DEPENDENT VARIABLE   749999.282340152

Equation number =  272
**********************

NBEG =  1972.1 NEND =  2012.4 NOB =  164


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.292115710       0.093579069    3.12159
  2       1.100000000       1.176301046       0.081481726   14.43638
  3      -0.100000000      -0.302642459       0.081654412   -3.70638

SE of equation          =      0.045418540
Sum of squared residuals =  0.338306386        1.16004023    
Sum of ABS residuals     =   3.08139085    
R squared                =    1.00000
Durbin-Watson statistic  =    1.50307

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.273517258497E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      96 IER= 4 F=  0.223520925791E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.52930296593E-07  0.32826735130E-06 -0.10584375364E-06

X VALUES

  0.19199393936E+00  0.98092112329E+00 -0.12057726939E+00

MEAN OF DEPENDENT VARIABLE   749999.249137994

Equation number =  280
**********************

NBEG =  1974.1 NEND =  2012.4 NOB =  156


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.191993939       0.072668556    2.64205
  2       1.100000000       0.980921123       0.074116064   13.23493
  3      -0.100000000      -0.120577269       0.074411748   -1.62041

SE of equation          =      0.037852694
Sum of squared residuals =  0.223520926       0.531195247    
Sum of ABS residuals     =   2.76091752    
R squared                =    1.00000
Durbin-Watson statistic  =    1.75955

Number of coefficients =      3
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.468989020224E+00

TERMINATION. ITERS=    6 FUNCTION EVALS=      93 IER= 4 F=  0.356386308564E+00
IER =  4 CONVERGENCE REACHED FOR X VALUES.  TOLERANCE =    0.100000E-03

GRADIENT VALUES

 -0.54401928495E-05  0.28337739745E-04  0.31306874575E-04

X VALUES

  0.58071075342E+00  0.85407579091E+00 -0.45757359885E+00

MEAN OF DEPENDENT VARIABLE   749999.279754394

Equation number =  291
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       0.500000000       0.580710753       0.030325189   19.14945
  2       1.100000000       0.854075791       0.087298875    9.78335
  3      -0.100000000      -0.457573599       0.084667525   -5.40436

SE of equation          =      0.041797030
Sum of squared residuals =  0.356386309        1.48534954    
Sum of ABS residuals     =   4.16421375    
R squared                =    1.00000
Durbin-Watson statistic  =    1.62492

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.773860090038E-01

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.752911426566E-01
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

  0.18552069720E-10  0.20322186776E-10

X VALUES

  0.10846656263E+01 -0.18096545463E+00

MEAN OF DEPENDENT VARIABLE   749999.259032042

Equation number =  296
**********************

NBEG =  1984.1 NEND =  2012.4 NOB =  116


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.084665626       0.155359495    6.98165
  2      -0.100000000      -0.180965455       0.153562844   -1.17845

SE of equation          =      0.025476687
Sum of squared residuals =  0.752911427E-01   0.738613655    
Sum of ABS residuals     =   1.27513744    
R squared                =    1.00000
Durbin-Watson statistic  =    1.37949

Number of coefficients =      2
MAXITERS =    200
STEPSIZE = 0.100000000E-03
TOLCOEF  = 0.100000000E-03
TOLGRADE = 0.100000000E-06
METHOD IS DFP
INITIAL VALUE OF F =   0.213459750229E+00

TERMINATION. ITERS=    2 FUNCTION EVALS=      39 IER= 3 F=  0.199059473786E+00
IER =  3 ALL GRADIENT VALUES LESS THAN ACCG IN ABSOLUTE VALUE.  ACCG =    0.100000E-06

GRADIENT VALUES

 -0.35128640171E-12  0.00000000000E+00

X VALUES

  0.11851686607E+01 -0.29334134854E+00

MEAN OF DEPENDENT VARIABLE   749999.233309767

Equation number =  305
**********************

NBEG =  1962.1 NEND =  2012.4 NOB =  204


     Initial value        Coef est             SE         T statistic    

  1       1.100000000       1.185168661       0.098699091   12.00790
  2      -0.100000000      -0.293341349       0.095750463   -3.06360

SE of equation          =      0.031237505
Sum of squared residuals =  0.199059474        1.02848687    
Sum of ABS residuals     =   2.97082913    
R squared                =    1.00000
Durbin-Watson statistic  =    1.65434

Control returned to previous input data set.
Control passed to data set MCESSHR2.INP    
Control returned to previous input data set.
DISTMULT NTRIALS=100 NPER=24 NP=16;                                           
NUMBER OF GOOD TRIALS IS        100

See Table 4 in Fair (2002) for the following notation.

 h     d         d  - d       d     -d   (d     -d     )/2
        .5        .5   .1587   .8413  .5   .8413  .1587
 
CS      
 1    -0.001923     0.00094     0.00069     0.00081
 2     3.441650     0.58532     0.63565     0.61049
 3     9.412882     1.54918     1.70110     1.62514
 4    18.568302     2.87240     3.17705     3.02473
 5    33.134349     5.07620     5.35396     5.21508
 6    48.700046     7.11914     7.72823     7.42369
 7    61.855924     8.69966     9.10064     8.90015
 8    71.282267     9.28631    10.53377     9.91004
 9    79.372613    10.23240    10.45539    10.34390
10    85.207765    11.62941     9.94133    10.78537
11    91.334175    12.87926     8.40824    10.64375
12    94.502203    13.18943     8.20972    10.69958
13    94.593701    12.63496     7.35936     9.99716
14    92.526447    12.09371     6.96046     9.52709
15    90.778133    11.26562     7.23527     9.25045
16    92.569254    10.54687     7.23855     8.89271
17    91.654674     9.24247     7.58148     8.41197
18    88.674622     9.17618     8.09592     8.63605
19    86.616158     8.19629     8.47530     8.33580
20    83.398949     8.89790     7.90779     8.40285
21    78.606371     8.11050     9.28202     8.69626
22    72.264442     8.36851     9.63600     9.00225
23    65.675207     7.86853    10.11079     8.98966
24    58.773312     7.32680    10.36229     8.84455
CN      
 1    -0.000632     0.00027     0.00025     0.00026
 2     1.290544     0.26476     0.27873     0.27174
 3     3.728675     0.69895     0.74529     0.72212
 4     7.482455     1.40064     1.29932     1.34998
 5    13.104817     2.32709     2.23187     2.27948
 6    19.386487     3.69828     2.80619     3.25224
 7    24.240686     4.38468     2.87500     3.62984
 8    27.029820     4.54272     2.79459     3.66865
 9    28.671056     4.81769     2.66526     3.74147
10    29.362161     5.11043     2.48253     3.79648
11    29.885033     5.10333     2.82111     3.96222
12    29.748384     4.40620     3.00508     3.70564
13    28.561311     4.24941     2.63779     3.44360
14    26.617234     4.31274     2.56813     3.44044
15    25.382091     4.46557     2.26564     3.36560
16    25.914927     4.76794     2.13813     3.45303
17    25.665467     4.78209     2.26450     3.52329
18    24.573621     4.59084     2.10788     3.34936
19    23.675314     4.59454     2.07290     3.33372
20    22.147115     4.27324     2.21277     3.24300
21    20.586793     4.57368     2.03683     3.30525
22    18.468619     4.49604     1.79985     3.14795
23    15.930635     3.65943     1.73498     2.69720
24    13.461654     3.58293     1.94620     2.76457
CD      
 1    -0.001469     0.00075     0.00044     0.00060
 2     1.987003     0.32888     0.25221     0.29054
 3     5.244068     0.80528     0.61010     0.70769
 4    10.009995     1.51970     0.97416     1.24693
 5    17.171797     2.66159     1.50620     2.08390
 6    24.395892     3.57810     1.96470     2.77140
 7    29.883792     3.94052     2.20088     3.07070
 8    32.830498     3.72450     2.98850     3.35650
 9    35.001984     3.80419     3.11840     3.46129
10    35.787807     3.94879     3.29919     3.62399
11    36.488485     3.79648     3.40197     3.59923
12    35.753742     3.41671     3.50886     3.46278
13    33.348705     2.95729     3.72518     3.34124
14    29.775429     2.76370     4.05694     3.41032
15    27.358946     3.27835     3.69573     3.48704
16    26.343425     3.15578     4.16909     3.66244
17    24.498843     3.18323     4.34765     3.76544
18    21.989132     3.76179     4.17508     3.96844
19    20.017185     3.72759     4.20588     3.96673
20    17.382402     4.10499     3.94069     4.02284
21    14.755253     4.50693     3.77230     4.13962
22    11.111671     4.23077     4.17739     4.20408
23     7.595806     4.23485     4.04153     4.13819
24     3.815962     3.70230     4.23981     3.97105
IHH     
 1    -0.001779     0.00128     0.00064     0.00096
 2     3.637552     0.81294     1.10137     0.95716
 3    10.078748     2.16220     2.56875     2.36548
 4    17.179903     3.55318     4.67393     4.11355
 5    24.517505     4.88262     7.07599     5.97930
 6    31.388120     5.59904     9.71977     7.65941
 7    36.859787     6.59726    10.80524     8.70125
 8    40.112779     7.40746    11.26051     9.33399
 9    40.714649     6.79940    10.79320     8.79630
10    40.803250     7.80749     9.70756     8.75752
11    39.584486     8.41622     8.34916     8.38269
12    39.441238     8.83019     8.18969     8.50994
13    38.069799     8.55382     7.53905     8.04644
14    36.345868     8.71971     7.63304     8.17638
15    34.813079     8.70592     6.92871     7.81731
16    32.944146     8.50714     7.10287     7.80501
17    30.845671     8.90404     7.20953     8.05679
18    27.064648     8.85892     6.94938     7.90415
19    23.430450     9.13983     6.74214     7.94098
20    18.971230     8.04266     6.72791     7.38528
21    14.238715     7.28600     7.00171     7.14386
22     7.974463     6.05815     7.35333     6.70574
23     2.158554     5.33795     6.59938     5.96867
24    -3.210435     5.39755     6.79903     6.09829
JF      
 1     0.000323     0.00017     0.00020     0.00018
 2     0.090654     0.01389     0.01755     0.01572
 3     0.366166     0.04949     0.06146     0.05547
 4     0.881670     0.10740     0.13616     0.12178
 5     1.705418     0.20888     0.23155     0.22021
 6     2.768416     0.35020     0.38685     0.36853
 7     3.912624     0.48542     0.55326     0.51934
 8     4.943524     0.59722     0.70249     0.64985
 9     5.745637     0.68981     0.80039     0.74510
10     6.184828     0.73204     0.79511     0.76358
11     6.350893     0.73270     0.74260     0.73765
12     6.334865     0.67739     0.88036     0.77888
13     6.176008     0.60538     0.87144     0.73841
14     5.948005     0.59759     0.85818     0.72788
15     5.515451     0.50705     0.87642     0.69173
16     5.192089     0.51452     0.88806     0.70129
17     4.932537     0.54563     0.90835     0.72699
18     4.667034     0.53893     0.81093     0.67493
19     4.443386     0.57620     0.71478     0.64549
20     4.146651     0.60488     0.72538     0.66513
21     3.679463     0.53256     0.81123     0.67190
22     3.197572     0.56065     0.75976     0.66021
23     2.660483     0.57371     0.77505     0.67438
24     2.135354     0.63644     0.71408     0.67526
GDPR    
 1     0.029115     0.01367     0.01583     0.01475
 2     8.409432     0.96557     1.31870     1.14213
 3    28.813407     3.06018     4.19885     3.62952
 4    59.528316     6.19967     7.98387     7.09177
 5   102.325464     8.98003    13.03763    11.00883
 6   151.261019    15.28341    18.72467    17.00404
 7   192.103499    20.16285    23.16446    21.66366
 8   214.802681    21.33833    26.39207    23.86520
 9   218.333334    20.56281    29.27028    24.91655
10   208.209456    18.00661    28.37807    23.19234
11   195.385299    16.05979    28.37855    22.21917
12   183.888742    16.23806    25.63128    20.93467
13   168.950750    15.89027    25.32179    20.60603
14   150.024206    14.49466    23.61118    19.05292
15   129.837974    16.06620    24.44147    20.25384
16   118.389823    16.18072    20.73848    18.45960
17   115.073195    16.45579    20.98546    18.72062
18   108.622589    15.60829    21.46261    18.53545
19   100.348018    14.61916    22.27366    18.44641
20    85.475875    16.41774    21.06344    18.74059
21    71.252674    17.66029    17.62562    17.64296
22    54.518289    19.92597    15.00570    17.46583
23    32.259711    21.62566    14.42278    18.02422
24    11.265486    19.37609    13.40287    16.38948
GDPD    
 1     0.000003     0.00000     0.00000     0.00000
 2     0.000240     0.00004     0.00004     0.00004
 3     0.000797     0.00013     0.00015     0.00014
 4     0.002010     0.00031     0.00039     0.00035
 5     0.004303     0.00063     0.00073     0.00068
 6     0.007611     0.00114     0.00121     0.00117
 7     0.011914     0.00193     0.00169     0.00181
 8     0.016908     0.00263     0.00238     0.00250
 9     0.022806     0.00295     0.00373     0.00334
10     0.026795     0.00363     0.00447     0.00405
11     0.031521     0.00411     0.00569     0.00490
12     0.035689     0.00419     0.00725     0.00572
13     0.039776     0.00442     0.00843     0.00643
14     0.042942     0.00465     0.00971     0.00718
15     0.045964     0.00572     0.00984     0.00778
16     0.049298     0.00695     0.00976     0.00835
17     0.051628     0.00684     0.01133     0.00908
18     0.053809     0.00673     0.01337     0.01005
19     0.056019     0.00679     0.01313     0.00996
20     0.058154     0.00688     0.01341     0.01015
21     0.059671     0.00690     0.01402     0.01046
22     0.060412     0.00705     0.01330     0.01018
23     0.061062     0.00700     0.01426     0.01063
24     0.061221     0.00761     0.01518     0.01140
UR      
 1    -0.000002     0.00000     0.00000     0.00000
 2    -0.000834     0.00021     0.00013     0.00017
 3    -0.002855     0.00060     0.00041     0.00050
 4    -0.006300     0.00132     0.00082     0.00107
 5    -0.011333     0.00236     0.00138     0.00187
 6    -0.017435     0.00296     0.00190     0.00243
 7    -0.023016     0.00367     0.00252     0.00310
 8    -0.027273     0.00386     0.00280     0.00333
 9    -0.030084     0.00397     0.00350     0.00374
10    -0.030461     0.00475     0.00337     0.00406
11    -0.029791     0.00470     0.00310     0.00390
12    -0.028665     0.00497     0.00293     0.00395
13    -0.027195     0.00431     0.00319     0.00375
14    -0.024901     0.00448     0.00315     0.00382
15    -0.022651     0.00377     0.00313     0.00345
16    -0.020568     0.00406     0.00281     0.00343
17    -0.019739     0.00376     0.00280     0.00328
18    -0.018777     0.00377     0.00280     0.00329
19    -0.017818     0.00364     0.00263     0.00314
20    -0.016381     0.00291     0.00291     0.00291
21    -0.014837     0.00319     0.00292     0.00305
22    -0.013085     0.00262     0.00307     0.00285
23    -0.010615     0.00262     0.00290     0.00276
24    -0.008132     0.00278     0.00275     0.00277
UR4     
 1     0.000000     0.00000     0.00000     0.00000
 2    -0.000209     0.00005     0.00003     0.00004
 3    -0.000920     0.00021     0.00013     0.00017
 4    -0.002488     0.00052     0.00034     0.00043
 5    -0.005378     0.00111     0.00071     0.00091
 6    -0.009507     0.00187     0.00112     0.00150
 7    -0.014598     0.00255     0.00163     0.00209
 8    -0.019722     0.00313     0.00203     0.00258
 9    -0.024357     0.00335     0.00244     0.00290
10    -0.027771     0.00361     0.00318     0.00340
11    -0.029477     0.00410     0.00312     0.00361
12    -0.029721     0.00442     0.00304     0.00373
13    -0.029050     0.00429     0.00319     0.00374
14    -0.027765     0.00463     0.00317     0.00390
15    -0.025854     0.00411     0.00300     0.00355
16    -0.023872     0.00416     0.00297     0.00356
17    -0.021827     0.00420     0.00274     0.00347
18    -0.020371     0.00403     0.00279     0.00341
19    -0.019435     0.00368     0.00285     0.00327
20    -0.018307     0.00348     0.00273     0.00310
21    -0.016771     0.00345     0.00245     0.00295
22    -0.015537     0.00286     0.00287     0.00286
23    -0.013668     0.00299     0.00298     0.00298
24    -0.011655     0.00264     0.00280     0.00272
JF4     
 1     0.000081     0.00004     0.00005     0.00005
 2     0.022716     0.00351     0.00443     0.00397
 3     0.114319     0.01511     0.01967     0.01739
 4     0.332811     0.04298     0.05532     0.04915
 5     0.761475     0.09373     0.10809     0.10091
 6     1.432871     0.17228     0.19414     0.18321
 7     2.317051     0.28511     0.32853     0.30682
 8     3.331580     0.41694     0.46263     0.43978
 9     4.328182     0.53896     0.61807     0.57851
10     5.198071     0.63021     0.71974     0.67497
11     5.829701     0.69757     0.72445     0.71101
12     6.169638     0.75825     0.68079     0.71952
13     6.269236     0.70538     0.78832     0.74685
14     6.186216     0.62826     0.89424     0.76125
15     5.984564     0.57680     0.85967     0.71823
16     5.688688     0.52719     0.84595     0.68657
17     5.386692     0.51403     0.86636     0.69020
18     5.094526     0.50298     0.87608     0.68953
19     4.782410     0.53827     0.89651     0.71739
20     4.515858     0.51758     0.78255     0.65007
21     4.236179     0.55043     0.72093     0.63568
22     3.887521     0.55952     0.74479     0.65215
23     3.410898     0.53423     0.78908     0.66166
24     2.914442     0.58005     0.73702     0.65853
GDPR4   
 1     0.029115     0.01367     0.01583     0.01475
 2     8.449170     0.98293     1.33759     1.16026
 3    37.250363     4.21545     5.64620     4.93082
 4    97.395223    11.25834    13.08700    12.17267
 5   200.056785    20.63846    25.70680    23.17263
 6   340.986309    31.26583    43.05597    37.16090
 7   504.939464    50.27346    63.97744    57.12545
 8   658.481855    67.99518    81.77136    74.88327
 9   777.775328    81.34129    96.29260    88.81694
10   835.680594    80.58242   104.92940    92.75591
11   835.461288    74.87346   113.60465    94.23906
12   803.141429    61.44559   108.41476    84.93017
13   757.175144    63.05337   106.85682    84.95510
14   699.695447    61.88929   105.71310    83.80120
15   632.253061    58.11215   104.41949    81.26582
16   564.990524    57.37480    94.33589    75.85534
17   510.947459    60.63143    90.17378    75.40260
18   469.457498    65.54800    86.87722    76.21261
19   441.667590    66.82859    85.78441    76.30650
20   406.144466    60.50602    86.36944    73.43773
21   368.019825    72.64417    86.04890    79.34654
22   313.427411    75.66212    72.13009    73.89611
23   241.923863    77.16003    72.43891    74.79947
24   168.946617    79.59057    62.05357    70.82207
UR3     
 1    -0.000001     0.00000     0.00000     0.00000
 2    -0.000279     0.00007     0.00004     0.00006
 3    -0.001226     0.00028     0.00018     0.00023
 4    -0.003317     0.00069     0.00045     0.00057
 5    -0.006892     0.00143     0.00090     0.00116
 6    -0.011685     0.00229     0.00130     0.00179
 7    -0.017388     0.00280     0.00193     0.00236
 8    -0.022498     0.00349     0.00225     0.00287
 9    -0.026723     0.00369     0.00274     0.00321
10    -0.029436     0.00386     0.00335     0.00360
11    -0.030150     0.00465     0.00325     0.00395
12    -0.029572     0.00446     0.00280     0.00363
13    -0.028589     0.00475     0.00303     0.00389
14    -0.027029     0.00433     0.00317     0.00375
15    -0.024973     0.00388     0.00331     0.00359
16    -0.022637     0.00416     0.00259     0.00337
17    -0.020723     0.00419     0.00261     0.00340
18    -0.019800     0.00381     0.00289     0.00335
19    -0.019050     0.00347     0.00297     0.00322
20    -0.017727     0.00325     0.00253     0.00289
21    -0.016300     0.00295     0.00293     0.00294
22    -0.014764     0.00310     0.00293     0.00302
23    -0.012860     0.00277     0.00270     0.00273
24    -0.010551     0.00253     0.00290     0.00271
JF3     
 1     0.000108     0.00006     0.00007     0.00006
 2     0.030288     0.00468     0.00591     0.00529
 3     0.152425     0.02015     0.02623     0.02319
 4     0.443637     0.05726     0.07377     0.06551
 5     0.985632     0.12322     0.13687     0.13005
 6     1.784062     0.21461     0.24977     0.23219
 7     2.788359     0.33780     0.39509     0.36645
 8     3.864227     0.48497     0.55891     0.52194
 9     4.854825     0.59517     0.69171     0.64344
10     5.639735     0.67813     0.76693     0.72253
11     6.095615     0.71227     0.78529     0.74878
12     6.294153     0.72052     0.73201     0.72627
13     6.287256     0.66637     0.87972     0.77305
14     6.128425     0.60527     0.84953     0.72740
15     5.914142     0.59198     0.84426     0.71812
16     5.530355     0.51883     0.86009     0.68946
17     5.211955     0.49854     0.89613     0.69734
18     4.939591     0.53839     0.89493     0.71666
19     4.664088     0.53571     0.81083     0.67327
20     4.421751     0.58102     0.71706     0.64904
21     4.104119     0.57786     0.71717     0.64752
22     3.661037     0.52449     0.81076     0.66762
23     3.178956     0.56124     0.75053     0.65588
24     2.649736     0.57353     0.76301     0.66827
GDPR3   
 1     0.029115     0.01367     0.01583     0.01475
 2     8.449170     0.98293     1.33759     1.16026
 3    37.250363     4.21545     5.64620     4.93082
 4    97.363622    11.27091    13.06619    12.16855
 5   191.200616    18.69775    24.71396    21.70586
 6   312.818057    29.36554    39.15153    34.25853
 7   445.125540    44.58901    56.59288    50.59095
 8   557.332475    59.30818    68.52808    63.91813
 9   625.522971    62.86618    77.67263    70.26940
10   639.241733    56.28463    89.66661    72.97562
11   617.821732    49.84258    81.58363    65.71311
12   588.228179    47.92725    84.51847    66.22286
13   549.942376    48.40751    76.50080    62.45415
14   502.291837    45.54473    77.63724    61.59098
15   447.266214    44.18696    71.24941    57.71819
16   398.169161    45.52157    71.72935    58.62546
17   360.084207    46.76922    64.88461    55.82691
18   343.078748    50.80348    63.03227    56.91787
19   323.277767    45.70200    63.97633    54.83917
20   294.564254    45.26329    68.44324    56.85327
21   256.968375    55.19344    61.15218    58.17281
22   210.729576    54.89472    51.18054    53.03763
23   158.430772    57.59986    47.27838    52.43912
24    96.007768    61.87951    47.00442    54.44196
AA2     
 1   992.035132     0.30672     0.37535     0.34104
 2  2115.292167     2.12944     2.75073     2.44009
 3  3010.606669     6.03897     7.26771     6.65334
 4  3808.726031    12.90865    13.13962    13.02413
 5  4607.767099    18.58154    24.28278    21.43216
 6  4948.787334    30.07106    36.04437    33.05772
 7  5094.815380    39.26286    46.88270    43.07278
 8  5170.572482    48.11903    61.23971    54.67937
 9  5264.404205    56.90883    75.08122    65.99502
10  5328.437361    68.50981    89.21202    78.86092
11  5793.324388    78.08570    95.98041    87.03306
12  6079.355923    96.77109   106.14359   101.45734
13  6377.168834   103.93505   110.45368   107.19436
14  6682.025909    98.55776   124.54312   111.55044
15  6860.049714   108.78256   132.68881   120.73568
16  6988.123633   125.33677   145.89682   135.61679
17  6738.083962   133.50937   154.51464   144.01200
18  6557.769399   143.94176   148.40538   146.17357
19  6351.449083   154.70527   169.43598   162.07063
20  6130.155569   163.18681   179.71965   171.45323
21  5453.834902   192.85657   178.38787   185.62222
22  4960.316440   189.98841   189.83342   189.91091
23  4517.942829   206.62759   180.14665   193.38712
24  4368.603522   207.08216   178.83190   192.95703
AA1     
 1  1833.782783    10.22120     8.86784     9.54452
 2  2988.335488    19.49757    21.71591    20.60674
 3  4913.208495    43.73666    40.99752    42.36709
 4  8548.337640    71.75068    61.80784    66.77926
 5  9723.328609   106.17824   100.69016   103.43420
 6  8925.520915   136.19933   127.09911   131.64922
 7  7508.218633   162.68676   144.73883   153.71280
 8  7128.332049   195.99586   167.19831   181.59709
 9  6517.831286   233.64982   158.09745   195.87364
10  7590.722883   263.16476   211.05393   237.10935
11  6043.415996   306.62282   199.95288   253.28785
12  4102.020689   348.32805   215.99868   282.16336
13  2939.236916   357.14481   273.17352   315.15917
14  3081.791875   355.98403   302.32639   329.15521
15  5601.939946   352.31803   363.43316   357.87560
16  4332.033263   332.94672   386.08725   359.51698
17  2969.375647   395.43167   395.97966   395.70566
18  3716.298158   388.94559   388.96851   388.95705
19  2522.706007   360.28119   431.21824   395.74972
20  2215.774188   381.65848   418.34981   400.00415
21  1170.668381   425.29805   404.41369   414.85587
22  1069.030574   437.11297   393.36759   415.24028
23   738.253172   406.71166   403.78874   405.25020
24   755.419476   409.54238   387.01262   398.27750
DRAW;                                                                         
DRAW =         1.6745390784
@                                                                             
@ End multipliers se's for stimulus paper                                     
@                                                                             
QUIT;                                                                         
Normal End of Job.
